From 47ba4cdd654cc9d86e2b22e0ffae9fe614216293 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Fri, 15 Aug 2025 08:38:42 -0700
Subject: [PATCH 01/25] Fixed bug in numBinScalarOp and supported ewadd, ewmul,
 and smul

---
 .gitignore                           |    1 +
 dist-newstyle/cache/compiler         |  Bin 0 -> 15603 bytes
 dist-newstyle/cache/config           |  Bin 0 -> 44239 bytes
 dist-newstyle/cache/elaborated-plan  |  Bin 0 -> 1566245 bytes
 dist-newstyle/cache/improved-plan    |  Bin 0 -> 3073974 bytes
 dist-newstyle/cache/plan.json        |    1 +
 dist-newstyle/cache/solver-plan      |  Bin 0 -> 751746 bytes
 dist-newstyle/cache/source-hashes    |  Bin 0 -> 31975 bytes
 hie.yaml                             |   18 +
 package.yaml                         |   19 +
 rules/taso/ewadd/Main.hs             |   45 +
 rules/taso/ewmul/Main.hs             |   58 ++
 rules/taso/smul/Main.hs              |   33 +
 src/TensorRight/Internal/DSL/DSL.hs  |    3 +-
 src/TensorRight/Internal/DSL/TASO.hs |   57 ++
 tensor-right.cabal                   | 1225 ++++++++++++++------------
 16 files changed, 892 insertions(+), 568 deletions(-)
 create mode 100644 dist-newstyle/cache/compiler
 create mode 100644 dist-newstyle/cache/config
 create mode 100644 dist-newstyle/cache/elaborated-plan
 create mode 100644 dist-newstyle/cache/improved-plan
 create mode 100644 dist-newstyle/cache/plan.json
 create mode 100644 dist-newstyle/cache/solver-plan
 create mode 100644 dist-newstyle/cache/source-hashes
 create mode 100644 rules/taso/ewadd/Main.hs
 create mode 100644 rules/taso/ewmul/Main.hs
 create mode 100644 rules/taso/smul/Main.hs
 create mode 100644 src/TensorRight/Internal/DSL/TASO.hs

diff --git a/.gitignore b/.gitignore
index 8a6e890..b3117a5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,3 +3,4 @@ result.txt
 .stack-work/
 .envrc
 .direnv
+.vscode/
\ No newline at end of file
diff --git a/dist-newstyle/cache/compiler b/dist-newstyle/cache/compiler
new file mode 100644
index 0000000000000000000000000000000000000000..390fbc2bd4993d5811f88f66e8a60464b6424285
GIT binary patch
literal 15603
zcmeHONp~E{an2$M4tJ2lO(ciovPUD!rn(yhIphGAWP<<~Xh0Ao021;B7rGLS5~{0u
zY5~w=Tef9c^1dJBlmCYA{u#dc`RKc!FMj?qDkEy?21J=Y4&NiXJH9WXa*2psD)T2l
zh@ag4=$~E(|Nbxk@vA?%v7(B96V5UF?M7!k)k)e3b=+z9cDnhXvlT=gd~=+C`{(dK
z|L2SUKF-{)R=M5S*FoOz><5vb=E*jzO$fbay6bIup>X8!ovO*=@%Y=BY2Te{-(`Ah
zu-j`DqM}g$^{@BjDfiym0t{O#6Snfo;V(*kXurBud*do;c~@&ZuH87Ws1{n)f**C}
z27@r@dRY)hY3KRe+S1&k%~#V?)Azl$H=qu%)SI1nkac$AzTQgoKK<zC3ALkTOjU}p
z5bsA}?D=WO`=T2UhMT^ZpnEpGzW?C<rfJbn+EZ5VT1Brth;^0>O>>X2+8zvbwAUGg
zc`rb5=~rtnNV41u4Up~x{nYARuURF%DqL%`!fg4>OZB>zz^$s$C^%>hl6X4^b)~#N
z-+{cd=Oy%M@wDUXZ7&bA3h_cGPm@j<cME5<#lGEH9j2M?cjlAfAkzmrHC;s1vKXft
zzfV-mo+d0U$rGK*k3}k3l1H6x+&4WO>UOHpkwG?WcZ)~*z<hnsPK$zU#c`HqiB}Y&
zS>E|~HCPt(<-3}q>I6}ylc?6F=cqe3?ot$s(=7#Ci3e9h^P&SyUzA0;++lQ0Z*<TN
zC3KyrMKh#3UZOjGoJBgbb|=5zX%~V{7RMobW6j;VUeb#zPpbuhG;qgSY*&4*K*L}Q
z&Y$hX(Y^NF=}sDCx;5~+yIxQ81FbTBoKa^L5+`Sv6VrNnri$bHiQ`sqy0!82*}O>r
zoN7gKmkpe6Z9MbRT^)wgQ+GLv)mf3wd|DWDu89rHpZSz+RN2frTd~T#`m>n%UQtFV
zQCY?Y<38IF#(lNHvQw>%^(ghWwR*!MJZ>$?(`-LZvYnxN&GM72ja5VJvEXWJV=fHi
z{ki^D(97dIT^kN`>Ii<lwXqzJVW_`l3t-HJ<f~b*r<c58oM*4{P&>l7QP>#6QGdr)
zK03t8TH;0U3#4@~bcFr!p%$xrb(5{5h31kZ-cKD7ogot>R37uLfR|_Sf=*Bs(-Phm
zDkAVT(itJBYpj2vweiS{dMjRLDw{e2Tr`?hNOf5U(4!zi1TVq;6E931f!-&r8mNAm
z_23EfbA#Z?lSM~l@W$oXO4Su+PJp?x;>hp!h_$k!{+Jn%%&)J0mO3JVbyzYo^-X4>
zALlW=B8LW%_UA({O`mH-ub(=?xkY;8S?arN=~Bf~_L-UPID%cSStwBT8?1>ME_j(&
z=!g{Vz8s5Oy<j#P&`2}%Bub9_m!*z?=<GtN3aeSxML8CV!EQC^MP8OChzmgxH&AZk
zDr9Z+YT-q5(U4lo5r}%V4l2nfC{zKNa*GEFOddE&P^%-)eG-R0d9Of~=Q5~Xvfd;=
z_emagvp8`CL0_4gnuxHNni<i0sv|JEjvy5+i>W?qo#SUM1>2b;VgwIA$N=gU^Qk8&
zA`@>9Gi$1rptdI(xcY*%xkZDhw+h$IbT2?h3S72mji7#)_2FAod%&*)&k;FV%oevm
zREITgLL*2$%BXnWE8UF~|4E=jxVex%AoW9N>N{);?YI!nMgHRU+K!GMhpBc1qey9>
z>ieu|@(PC8-MOTf_jLr%7pTZ9HBcRAJ>-Ig7-e=uLb-rsDq$9~{z6_%x$6}a24(%R
z9Q7A$1!bgmS=FI7UY9xoQ5ox?`W@Co7I@qrWW#w6?IBXi0wPzJnT@BA)P&T6?jpkq
zL{F)M>IbZc_N_p0Fm$vdDEZw8uFkVIGU4Nc0CV6d3%u}U?%{LWE>Rp|-8OD;C{Hc3
zHB*NJ)80Y$Bu+3OI|3DTsDWym_2B)ix9s(Gis==+Utse7QG$BF`XD?$KplMT+iYjX
z_S6x=SBeUZQq<qD4HS@V$QUOeW#J~QE>(1&g!&-BI4l`lK+<i(>V4Kl|1r3TVatn5
z)di*g8^P5L)<zVgr8ROtr9I3*7R{7=8x80PiK6&0nmWz4&`4~=3m5djv}e>cc}OUD
z+;Tjgr0%gDWX`8^3u~*xDDw^+5mV+Y0X5Bh#Ig~mjz}n$Nv57L3w?}vsIA3fe}FmT
zN)q%PAy6NWqo|)_8)yj1^IjNyq5WmOZw6J)n~u;vG_^dOsN6C3(ouUttJxbRs*7w7
z@q?OC{H%D1*H0aRD1Pdo`hfM2e+5c(nETohjPh>-RX=1+_!ls=B|<+$<ZFK=PBTYv
znpuxwsBg0cxHs@b`;;|`32EvGOtCvkP{&x`lpyNHJ32uQDkDJfq6DK1HDn9ucryoi
z;`M`YSo2$<kl&6csb66`a8Q0eCR3>+0J>#4u0rZ_*1`B{mbA9+3$Y^z%`Iw}`X$yv
zXHu9Z`5-e%!%U9_q<k>~@31b}{f@Wit#*@OkU>>lWef#1bI!_CP$2T3I;fUd4-vbB
znSk%nP$goD*b-1bW<JWWgmj0^lx5wc?JP$y^0x-6?yx3$8;gCjf-t>-6cI;5xVhle
z+hZ8&&)5RS&n3+4y~G$u9g)*ar-G<|WDOuo7~<A26VNL;7CeGbTh=i3Ro24j{oLyX
zT`ZG#9FfxKEpj!_Y}D&HR)79{Y+?bEpw#T~If7HY#xT?hTR`6dkC)6A6_#3<g$YD`
zR|nN8)<Yc@v>vSHTWOBj1|I7OMt#vh)qAXoxsNg0kCVYpkoI3`ESiEYSr87bln!C3
zlWYmKdyf6KfRdK!7g|i9cZ5Ontg#&R8C!uD661|GT-<g<OkP+5>JON20tJ&slzAN^
zRgz)?i$@AfnP-%s7Fpkf^-7qhpUFyCAZqbCsBTyFFiR;W%j8f36?!#L?Kbt^1ff6g
zCFo&+N<9J97V8<1!VDW1y!sZ9vPBbCzhBXPrVpNAcQ_MW0ZF$Bt2Nf8q=}a8CfZ9e
zt6Vhm0jyJviwTM57R&K?n$m2G`YH^uflzf1fo)$k3Cd@E6L)zZ^WvayHXlSzQC~sI
zjW?Klfpu8u4F*(po?0n3N%Mtq6m`H9v^){8x32vqZ%gCR0#fTWVYSJ+h|3Cy{F6F@
zQCv1qb(b}PmKaupD1Pb)icGT{kKpQCtPQVTDRw7|VLNpMA}_0h>bGio$jhM)u?yu5
zQ%4}HR|VAs>j5-jZ}dziH3`rWklLsTtM9Qc@&-V&@}SY6+`$kA<&Ci%^&wk<57-EP
znp0Q_LixRhsY%vCD_f*8Tnb99Jc6r$wPBf29>WBq-ff`j*I5(e%1Rs#i@hO{(zqgW
zb&lDlg}^Rybk{U)9MLja7)1+><ETHZSmC7|w#0bf3mz#9vND#VevPe|p2p;GJ2-eT
zzz9w&VF8PtZoq1ebx}W9PlK0voFPezoZ`2Fs6VZ16mwF{t3=KkjHolLf$`&&7wt|L
z69W;`_)!AtY=ggC@I@^A0#MJHkNUsTcsD^iR(5qGAl1JKtG{Gj_){6P#a_!ooH>Hi
z{9p`2{S{k4x@zL<10Op#j!-CJk0+@%+cB*~dp$IAiMXh>0IJ1&czVH?k;xH^JiURc
z6Re3o2bL!(Hs#QRBBvg#AnNZ~1IQ~KdIu)injLya5Q^j)raoaUWIT(QP=R4bAj({I
zQ2jaUq0L|E&+`Cl7vlou7L+h3D#miuZ?hHCK5?k$q9`uL#?%q4XrDT&F0dwiVim7z
zi>JT#lE7>krjFp`6Jr?aYit2dw~8GD-wTlyWF0FojjE#r^+&7^UjUpe()$!g#N-Pl
zpd#j@r6JCO?n+E={!&LEYUw(t2CRoS8)h8qW{!yH%|;<qG4rTAhG#ax91+{{FrdD|
ze6;<V#)279VBcmrf>GNyP_@sRXxj#6Gm|i=@5ge~pRg4K9I9;FzrMI~ghVr>!)R)X
zZQ*%%E#%v`NJUWDBqJP}jUU2NkJu7w4o;MA$4Os?WI<_U8^P66)<z7{N@*2)owSA#
zgkrFUsefQCbU($=7S<4+RTPkNV-r?sQ<vA#X5l1Ysat{7Z?Z1j$QUMn5h2`YIcBlS
zm<zEHE=K0BBVzKd5>OvAAAk|lzJl2W6TmDS$UZ~r8?0km4?5)lDM-<JRZLxHEd;93
zvddxKX-FL*&|GyKMLlF2c=CF*6(e_27p0CM^yC_*evh?~qb;(UV;wGXSX+)Oh;mp1
zWi`vKZa~9eSymxXS;tXS&Nkrd6~bzc=>)GBg+so62uuAUTcTPA<_Lw26+vvRE13Fg
z)<T4=N0>ll*e|wk-cm<UijWapeVw)8>x^Re#q>(*2uS|ggw>D6=-Tba)Df_z%dlEt
zUHIecK=0d`W$Fk({#b?V@d7^eb>R_CmFUDZucZ*u7M+-BKWI<e9~U0wSe3dam726+
zrI!yreX#l9ehX`;P`8RxMHYI0-o>Go0gmG&=1U)0&?3is-LCz5u|nDoy&j*Jm}<2!
z?DTZ@tuYU9-PX%I%CS${0;hN@WbIw8*b9Sb*R2{|JKCt*dJ}%56~&vFzvhF@?hf7$
zry|_<l4#TCcSV~x^MT_k2zvYATa^c=`M_+LLN|(AgFsu#vE>)`+m-n{cMflyJ9jMY
z{Ti)WliNqu#Hydg+w#L({<J}>HjlL)Tg6igdMod_;s<5H&tmu7T^L5#NaY?p{@ur`
zR_~laSBfK8+}EY<rKe$xlYXvUUb+j9tlGD$Cu&Ac`kBKu<@vmh`H7c5=4?&78%Nu1
ze$Zt*zPm@(`cjout^KpsW4DzfZEd?P3{X7EqWjT@L9~axZ@)Ddw6b_tM};(xD0LJ+
zFnQ_WP}UCn!^LNK$LrD@2-|&#EnC@2bKN8gUddzji+=L8+cU49&9Z5feEu0$PCrBR
zU0hmv{oD=1ZqoxGvevIy%3i<ar48CdH^c!DODt^RykUcM93o3OOSX!TwW6a^!;(e|
zM?Kdxc(E;Kl`7415}UjW0XN0b$3aJ(#M-<1TqBFP@z(b+S!q`CEFUxLgyKbYe$_*c
zwYV%F*GUrY*j&WoJJqf^gUF6hsnN|BR17!8>wqjX^|z{;A74hxRm71gv->nCnjIej
z)4u+|fB0~wJGJd?-J9y(o4Nn+6Hjk{GUeZ!nR;+v`wt#=^{4k{{D<5XYz!kqcgJ1Q
zdpfj`bJu>kGKRz0k)&z1#7EC2+0uH1LN9WmC(9^qRgSz}X7=l1>~Zm8!&*E(Bgfg!
zF$<}O^Jxc130x$VB*1wueDTs=yzfeY)7V3Mk#2E@(^{3{)d#zi#W7+_y7X#o)zt?B
z@)~%Tzi)xEhfW#FKDNOuvcBhLJBj(f=~MocZ<~Wsy6F!i`ekMKRj}zVn8l}I;roz>
z;;-2?W{QxZmvBfeX=e7+FeDf0&|O^MqEvit0_%z%x0u6ybrCZvGeo(MplkGP9V&`v
znX>wvX9*SbGNUM>84QpY<53&enKiKce{QSQ_jb8B6?-?CnP{{+N`|q$AN%GV{ixYH
zOwM+KC^B(`xrK|jgD44paC=mPxALgVYqW}XBOIf0vzRjP=rgXZ(ewk|K?jB1Ei@8d
zcU$7sqq6p-Rek%Z(uMUX!Fe7WvPc5VYV1QwS384~_%70+d6ifEE3sP!3nDzMtKH{8
z^z;oX6^Ar?86i&=WIX4vLFp10sWjoP7Wb~S;CbS}5fR<veC~|bobes=ICq``R_&M*
zpW`5lE$0Pbsmz_0MoNFVihCKQ*%8uYH;Gfq^q6|W9YzQ@Y~*a3RI+K>sxhox8X;I4
z=P>^bkZG3JT^TUSj<^X_N^fSqSmh#G%`FJ4UunWCRk9f_LiGM9?M9Vm-mrw)Ey7}?
zTIb_2Rhb~6<zB#&AE~TS+mnUVa?Tb*xa%d|9V<FBhwmFS&9{<Umb8OuLpw09d|V%U
zWLVVijS1}!Ds0nqc%h4P^j#O}OY%<HidQRalVHsxe%$0~vcf~9cs){S;$NsRQoQ>#
z<-_Rg?ggHk4*Of>Y4D2DX{!{oPo8?Qx<Gd&Y~8O}0tYv$VP3yj^oThRE8-}#@8XcM
zi)<2joZrg^xM&|hycDNUtZB!d;#TK#^kQ==_RXJl4&82>6Ym|eWuGu<TorSehJ&0T
z;x=BYX}O#uOL;!ueH??kHDkVFL26IATVeBqSF9&i=GLCsAIE=Kt;DzsHnTMX->j)g
z@$llJ(k$I1um{x+xl1!!zgS{!)bJ&mBO&BJdok**F4oivSl+0qi{IiZ%@_r`Lo-H>
zzHQWiBxS+djq5VAKlPr>Y~`i}89VA`OhG0Z{W14B%)OUc``28^`Tw}~GW)KVRH#hv
zSQ^^=prxL@=u$Mjz2Pz|msiYLAGz96ipx7K)h4c9W|?i=VyShwTwke4i<>E^U1y9K
z3G=63Sm6k*-PM!mGD~tB)0_g{>JFgQsTr+Z0JMbnVBcKsYyA8&uT(GW)q3{JykfG;
nJ4UiZ%{yEAGOrwR5svf9(HlA@aoH4LZ|2%e!0P{(%f0^#l)~V3

literal 0
HcmV?d00001

diff --git a/dist-newstyle/cache/config b/dist-newstyle/cache/config
new file mode 100644
index 0000000000000000000000000000000000000000..c5d8102eaba792cf5ae4cacd93ecf93efed054fa
GIT binary patch
literal 44239
zcmeI5O^@5g8ON!8@vh^S^;?}FX_9RNv_Mdjq9jsMfVA1zZfn3Xob|dJ^x_W5p~Nml
zGQ-in7)61edno!1dg~>}UfNqfK~FstITvU@LVD_O$cLPfMJICHNG@h!n4Fns9zOG*
zXMTJUSNpL0+RlFG_u<92-?Q!Q5B{hXKbvc7<=zd$q&UtJqLXkmriO=H6s@&B|JTpS
z8`eL5W&iDWet+~}9n61dKFTo3%m^puVM30~eVk!Lys^1=d+))4dBA<`=dMid%1BA_
zOYBi2N<0*8R*ru3+>Qc*@e^Eo8a%J3T7=gG7li_*m&8FhVnY1p$G`Z~Kkxtb&z~KB
z@%PVel&ZDLZN6zip=E$dYZ}y@E8Mj{|F^OEpWpsvrhCf(yRX{g+S8K-p)?MnG<a^E
zTGa^ODqZbLdL=#%rxWuejQwm%0@DrS((YT5U7lG@jia$QO@+pH%)K;?LJ!d}i8J$~
zy@PvuA3omiv^zaypj0${-Aqzyj*|&?2|nQkZ%V`?wS_QlCns@~AU`wF6E8{69{Y%}
z$RDGL@AMv9ZNsvSb{YOnp`Vc^n36LgMA55}p5ge|Orz;2Wa09XejE}yMN!_6jl)S+
zdVN*$%KM4Ul4gb5TF|TVSnGy2M5l3hs<UMmgb^0v{f^1%&0|FPwrtN#9|vd}QNi%C
zIn9X4*Q-$brupzJqj+N8B4;VZr#Q=}h?~}7Y|oT81PAANTUHxynnK|&kBm%Xw(=(V
z3`f|=Fq_Dbo*7<oNT0R&_|(XXK-?su86~I)Vm97eU)NzB=*M5z6(3F*Q%quM30&mU
z`H5u-GTk)qg)TuX)tJ0&0`s}3L%CkH9^g+Hxlik+SGj2+LpDYPn|?xLOv|*}`L$^j
z6(&uR2(nR1HxH3fA{<Rx0F}UI>Cq5#u4s)ymnA<PCvn%XI%XD9tf$C3LL&?ZEIU^l
zAmDk!e7AsQ)ik>UrZe?W4O>md6UR=Jj55=mhLO)sL?dolnF|QlUKhv2PhjS3{E{ez
zN$x%OQn{Q_wFDnCD2`m&ZMQaIFq>?;JhQa}<(A&MEbL!`{R<}JEL#L)I*D?J;t$xA
zTR6=1aWMtP7-dH|ij0JeN|VhorRjTM2>qYY0Zdwu1yE6+2hWvN9|XADwd{7sX*+{<
zC&0+FY;0RSf9MV|8gv7U2d)zYIOtp5uHEYoQ3pE%f6zm|=eU634=jv^F6wqXyW{wl
z=M637GDoi8b$Zyd@emI@*XdiVf3I&1`klbR9Vcib-0ye&UI*f7Birj^X5;ymYuQ2D
z3hcnPP`8VGAN8?g+pgCR+HTviY!{&c?)0so=dsu<+_8M{V_U4NW4Xh&)3z+v?s$&F
z2GDn03*jN#_S-&khTTrbvbw0#b5MI24BCCqVUZ0x7Wi>--?r^;(DnK*vV0eJh65iB
ztiWRNwQX<ccZa?|z<$TE9B=6Qeqh-h+d~7d-Nn5D_+jn1=LB8X=~@V3tJm$i0~W^+
zIi53c{hrmwuFaI|wFg1l>2-b2YxnzhKfoTgJD|^cl?E)QO5fEcuYk&(Kkxz+>jrKO
z)v)E2bN{PT7n<iB7@A;PcY+{=1M%I`0y=E8F2F8ZQ`cdCBL@K#)@qxgeq&}(VEF89
z9UIs!IH20W%pUk_*n$+=Me+JDA47g&*@6{0zqNIq$+lk2Zhi=mbnD*TTX*h1ywh;l
z=dCvPrZkx#iv8W6VG;)Ab>40g>=ri=yFX#4_3`dLK4Ito>eR6>++FO3*)EEAQQ;``
zcJq_kE*&Gf>#=$l?@lx3o+i7;`4P@und{h?9RUn{w*D)WTTeNAs#E11?jtS;BPy-m
z5~_^5<u!wGD<Rm}I}PD1`u%3BdtuD($igT5(z$e6%F6G{W}Fs|O1pQP-4-oIv0-tQ
zJ-+wlJ<d`L=zK;TJQ2=Huk(j@`{6y~!(<x!cjEvP9DBGl|L)u%a`RhB?1%Y1L}~f$
zMoVU0+Pv9lbLSXEUv6}olG5m%Mo)Kr98;F~_{&WnAc7{CT|2_uH+$X35pr?#5lYJd
z<|k7w%)>ECLB6*e!+dxaQ*>H7Yc`YSZob(g8b-z)LJ}D8{8Zp(4+y3dQlUI}&ZKJj
zRCUYUfq2$4;+2s=)wKtRj<d&<KMr}!AFa&BS}}XJ;hQeQ>2XUx#HZ|jsyzO-e#mac
zQUojgqJ9|itfgT^<TqGdoLfaKL3M(?g!uY2^-&G&oBH7-%(5^Z>G(8F2-Tx7qmau&
zYkmi>PZEC`Rqln>aPm~&EBaxI2n|uBvxOA-g3oE3(_g0yJ?#F2<~Lr@dRae=6P?{4
z7hTK2zRhc=aXy4m9Oj)*5Q+1sg9znU_b=oJq~35*hPT+`qD_ro@ULqcoTH25KptsZ
zKE`Q=KV`O69XF{;+ato_Wn;|!wX}<QEA!XVs#^wDQCqWnfH86--0X0DLZjx^Yix=c
ze0`lgA)|<$Ye?2?d@1EiIVJq&x7ltzbB~)_udv4sX~c3$FK=L)O*hyrF>P+XF^v}q
zp9{_YQ_}`Y@NJb$D?V*f(5&!US#g2njM07UPT>w<PSw^&EW3?yR<E5|e@iNZ{6);{
z0bV@}XnLO0&z43sOUty8c3HbxrTjNNMn*3Fb6%%of{|ZcI&SNPX6#8Xp!kY@64EhL
zzOUbZL6LHPGG7YOTu{g;?S-v%=_a%p)&CoktJ#&7$^Y5xUMj$T8X=uM(JMzfw{qp-
zUPNuOp_uhhV7e6Er7T{gpa3AL1sSFAF5Dw=g(_v#{goiiQcvF3YrMOJeTMI$3?5EA
zqiN+)U&PK)KRYZ)LIr$@T8k7E@Fle%qZIH3swv<%im_DS@6^EeA~b<dH5#f{9`r@r
z9Q5LFU`Z;-OQc$)pdc@)1sSCv-^ev}RWC@hRLEZyAfJEUNZ@1X#)g##eGz#9dTB_o
zFcs=0UM*5ksF&1&j8do<c*Yf~lu@V`q**HJuZXCR*)MmLsoYe*@}MsQFF`L12y#zx
zUV_yk1;u$uEyyUvc>!izp-LIWc|n?`a{jW!`QtK?=hv=0<BPC?@h}+3Iz@O1Q;QT7
z;U%>oqZHu<jB$l3Wfb8BX_iWO;fmc4kJ($>Whyt-uRP_2D|u-^kb8>r608;}D9%f2
zK}IRg3ozpfRmv#N3(_o=^TNxM?8^hnJf2&*@`M-OsH}$qDW~u*F=~;5!n>pvWR$|Y
zz%Z^*rHsP6Ak9+oE_}r5pJnX(mgao+DmSb==7rB*<;WrZ6zU~jEmBaZm(+rcQm7Yr
zrcmD~#!^u)ydm$OO;Zu}&uChC+zT(y&khTgrvko2twjn7_>x+XQ408tj8oV4f;3A7
z{*C%W*b!!5(}AM!30&Skt8L|xUj)xTkbP=kutF8{C2%cLP|TOqf{aqk7r@39s+3X8
z7o=G#^MzMz!i1tSk>}U0Jm-ZMZ-l`>)+xeEm|CQu2rsDx8Knp>V2mqNDWeE4NV8PJ
z3s3CX_ZPD-&W*}kZfsb2&I?cM<sm`(Db!26TBM**FR29?rBE;Mj4M<rqfjqMvsBaz
zuh~qhFJYcrx$=k?-o2@Z0x75PE-`A6g2KC`7G#vdyTCAo_eL>R2Jch2iWl)-RlZbs
zucC&<sPHZ^YLSA%yQCIml)`%>(bUzuAkC`aJ)ZaGd|ml6;k}L;7Nf$u#Hd9I3h$Cy
zkWmWn0>ijMl`;zNf;6jw_Y}czzY16Hb>+*1_d04wIfZwLQHvB5-X*mlqZHl+hAF%^
zim_C@3*TeF{?^&F`n{;8`jv;g@cjnTfM8WB&P%Xbq@Xx2sRbFOINyjibr~;6vsBIt
zZ_SY6kLQ-T+}N=4q!(VNk%t5eQ=wks)glFjdPyzFD1~}~XI!C58HIX5n$<!5G5fQ{
z@XJsV>cxha3-w~;kbVmF60a61DAY@8K}IRm3p`V(Zxmyxs285nWH`bed~sP*{mO%0
zczPoZ2v()yyacO73X1cRT98qS^Nnazm-K=(OXa-qhXBRzvuUVadCCiaA5a_)EJ+1<
ziByXe6yznfAfpuI1(I=vDrFSp1!<NFdEup+Z0eSIJhyV?0bfMTzqzI!3Z$IEyTqtP
z3JUL%T98o+?*hZPLX|QK?}9W-#XC&NMwVhvNaHmPTJlOjyI3a}FKrj%*`PRsr%W4V
zG&gT01RM9l7$XusK{QO_gW76`w;td)ONdato$o)QVN^PKp0mQT)L1VMd|szxf{~Bm
zz1VG?&@4%5RvKK<PeM9|%J=pAFDT-xrJv28K8i!SrfF;1mf#vDOMB(xY3Lo@8e{K>
z8CBKXv?^`5D8pN<eN)@XTiEE%3C@ImTRz5VhCglgrEnw2^%Ze*IbTwGK+puAB;+Wc
ziI#Rgp9c1?rM)7|MKxzP<Uaa%%JQJ-xxxCZ^PZdYdcHo>^V2*-ygWlXb^mkC{TTpG
z^Ng!P;RmToH>Pnye9T_G)4e37h(Up5&E`Ucd{-rQp~$sGM7)#|OzBxl!kA*xEcSZl
z9yhmMp?H!;h+=(=vLhTt&88}`7fx*L2j-)UEd?{eiFwGDxw(%scE0q+=HBhS2M1<x
Ng4_>BV`>`Oe*qWAaFPH3

literal 0
HcmV?d00001

diff --git a/dist-newstyle/cache/elaborated-plan b/dist-newstyle/cache/elaborated-plan
new file mode 100644
index 0000000000000000000000000000000000000000..4bed644e0c02a5d44a35ebbc17e7e3b6acfcc891
GIT binary patch
literal 1566245
zcmeFaYm6kxb{^Kf^RC(6+4t+da_2r~XVsPU>Z<M@?vAFXr)Q_{&ZF;i&+aAnUJbJ<
zv%2a|y>4dJO!tzMY&{GKkO)%OF#Li=K%y){0BwmdZ5T9Un2=;!5((I_43RQn*x(OY
zgh5$;kdh($I}vdrBeOE=(bF^2dv7&%r!pf>oH%jf#L0M^bK?L0*?;_Vf2#C9_kZW-
zz27Xp^8492`L}RvUOg3a-CjS}=(fG8?>)-hY*u~8-_PCPgl>>)JGETz!EUYFsW*3X
zh4S(F-~K1oPo4XnFKHw%=LUhFYc;DO9Dsi9SO3@d-<i`uZ%UwU&1nsR{>Ht({{NM|
zW6vp~z7!=YXgIzXqCTNfejy4MC*Yr0KXdon|M_!_buD)<@cbax^13;@=2SsP&#66d
zcD*3ikPmjl2_AT@mfiJtbNNEH*>Sx+yWebkLEmZjo<qw^fAQ_$A71;{{@zdg*6)9O
zO5^_Eptx&Jt>Fp0|5oXHzgeul^)G(#OaI}o&2#tMH1X~>YJ*-5|K?WhLf$S2HsUpF
zys8%2)LXX84McNM&HVgt|E111|Nd`%JkKn7YZ!gC*`X>3w)K1e>a#!8o$@skw$^pM
z=AfN>1P%oQzn)XYPH6B5YRPSe(beZnltZmk;91C?YM~_R|M~TjuB9|FhLBGul$7xg
z^ZJaPdr!&*=fr>K@yBWOJp4zwA<XG{UDt`6+pXp1&*|dX`4^1m1%5u8lQP%nw_9=a
z45NOTlvfgjSAm>p^!vR_49Mk26kw3~96#}|Zq-SZa;5H-N`-R1Sjksb^2NI6)Cy&<
zTv&2ftE--~QmT92O0`n2d-df)sZ?HCUUiCIWyM`ta@<;_nrA!(&snWHrDCmIthj|*
zZMEQ3fvD=1Dob9i?5%n$wQ6O#fbvVrg_Y%Ez2X%s^}ORPFPGe<BIC(B<=V0bn3`Lt
z7RvQ}p<b?+3r?xzxURG8Rm$aREnm-9^OZum>NqQ2ak)@ms)4qGS1h=Ur(8hMN};-%
zujC7bYPndeRM3FsO10p4tN2~cyG~`bR4f(>C8xMlaq_G6mHcw80?Jm41;$hLmdoXG
zsa~orSDk`e^@^)2uCr387eHUWTw8TZtFF7^xy4GMQd_OMZoN=0mTS&REno7MRu~WR
zy`@UMRIQW>j^h=UN~P)w=vZ|swaQA>T`DYl)iOA@lwYamD@!G}R?9ChmzV2a%_|p~
zKU!--K;sfIM+uyG?ia)hzlIrtAWr6Ak(l^TD88JXP%&rmZ&-+lG%6C03W5t9pFhiw
z^V#`V`1!cq>hAK(b0LgOKOSoo1CIU;X=Aua8$|G7>7*ydnDWcan0vnOb%L&+^_#nm
zKDFXG{6EiQGC6nt3>bGz_pcyE)pP3R=K99%?TwUb51O1?8}z$vr|-Ge$DZG;H)~G6
z+3i@}y0s(dw?6cpUc<WUJ@T7<FHrT|m6>;`ZB{d|oQ~y4M9rGj?{-^Ozv1+)8q%wt
zH3)#d-?bi64f~ly#CE&|hBU>q#=XxEAsZ^8vA?Ra&KfOJNnbXS?9EQ!^E*z<Uhn#z
zy|&k6R$NGjy4mb_j^F%Duv8&cY!#e~A(e;}+<WP0WsWU>K$j}<jqxS+dmby#5p)Pa
z*jHGSn|E#drhT<L=(wAmy61bHny0|eClW#6>)npqB-v7sUrdDrw1W9kD$K@1r!^jE
zujebEucl(!biGa=g71w7-Ew@V?LiK>@6)l~^;%BVYu$2sihyKcBF1btoF239E2(5|
z?|1sno<f!m7U{cWuzUSx%ii$)E;l$?6a?6o@AdmE3aWC_WqSDNv}gOk^c)NPnxcf0
zUfy#0jo^M?XtVoD8%L?tIy;*D^xyacc`Eyfx7YU_MZxLpC$(<7=kQ2>KKn^iNNvBV
zHS!mb)*+}C1T^b=wXW}G2R+vbmG<k|Puk5OXm)n9-d?Zk_p_~L&}UgTa%qv7ZFk*4
zOQSb(o9&^pFJ?dKIex$Cw6YjTE!V&~=#ci$_Mv*RXaOlv&V3>KNvE6LL$WBU8v7NI
zI_OXnb~{Zf{K)Y;M0LI8>~i79?Hp$H@v0Mer?AXAF(;<{$L8kv8!f9~Ihs4=dR{N^
zz7JTPCP4Jt>0KZ6qK$-ae(rh71-|(?y=Xu}2#qCd!>P8sbcDy+{Z@MJ%jjY#UpI>-
zWZ%KJ#t+hg7kXkS_xvV($kO4C1=WY?xi9uTNEl=)tJdG?pvU_V;q>fR2c2oi7mUU~
zvu<Nfh+i#CN4(o2MC0X6m2lQ49g}sv>VVe(2}!4JLAvcm5RRQVzGw8#?3Xm>%w}-b
zK|VjH=KQ(BTrjsg_rlyuTI8R08=<+x-<fQ`;d_p&r;ewyem}rwB&*^VvyYnn1}A=y
zy?scO3jGOOGZifu$`UnqXk$IH2u)YjPezl^dN(pme#m-vK`QpWmXpPvo@!}g;*nSG
zlIk3qk_(%{-8ED15h<SLWu^ck++vBEsdr<IBsiowGh1I7ta+v%?^i<gUiG^;C2|7Z
zoEVXH<W;?-U8wqavsegc3O}N?rg@nu{0O&LqGk%;&}uV<pURA9s_@T+3cuEZfsK;n
zl;k6?=q24k(VNZTAvsg>5luDC%S_2fxWy7RQ}U^LZ8obnSo2Jk{7Z(Cr}IXikEK&H
zj=Z9mluJb)X%Y|2nW~TIt7%?lsy@OkmZ+JkH}sj{kmk%x)f=pNrmFr$Q`L81^ru8Q
zE&a$VdP%ra^hSeN_GWrMqO7KQnd$imw^*WPdfrfGf<u}!Gd*vx=9%jG7b1H8p%Uce
z)FZFsCE2XwxiKttGYub6Q`5Z6G<<|xEKxHJZ>TZBA<dbYhBsLAOf|eQV|SYmVYRJ9
zIW7IjYk6ZPA88QF-b~L&l+`pZGd&;S7E9Dj&l}22a7c4zrsoaTJX1Yy7*D!g-mXbZ
zJn|aeu&4~1!Xh_Q?-3m}&C5)^N4UijHB;|~4x6d>RAxL=^==%oy8A(^sXeMwGmgBP
zH_l$8P2zz$Q}q#jHO<RR)knC+5;arxsoHHelQ&rNOjW&MA@A-FdZw};k#*$Ny<t2b
zZx#>FnZl1~t!Z9n3O~XvmZ+J+H?*4Ikmk%x;Tx=ZrV9Vn@DO&_LzoVy)%=W2D@WxW
zd6h4T7YDLK4P!Z+>HLV|n&xGu^CR41iJIwrL$S?tekwDbsm?b{Y?|G^qXaoQ^~mda
z!|=vv43Ec|hL5PJX<lX;KEf@QsF{XORcf<Yy}_Dis^N`|c|<Tq;M|sy<<yKLujh>&
z`)HGRV9r#1L|;wwGE?;tZm~qoRK20k1cx+dW~$y`%`;W?hM7%U2VqW3Jn|~uu)PVJ
z!Xh_Q?-3m}&C5)^N4UijHB;|~4x6d>RAw9*^*-QPys6%G;^#`eYpQuL&eVHEM@{oG
zQ|}ROu|&<(d#Xm8&E5^x92NE6NwS;|6F*PtJ*1ik<4nCrbksC2GxZ+f7E9Djy&F1A
za7c4zrrr(K92NE6bJ+XUn7xOIpC|PmQq3YaQ|}QSHO<RRy+^pk5;arrh7Oyl_f%#)
zQ}u4dF~D7C1ML@;mVV@wyb<3Z(jXp{Gd&+sR@1!9^n8R{EKxH(pQ_qs(|Ch5&s5JF
zRx`f5JXgtbYQ~Y*^oBW2v`IWLXR1D;ucmpKsrm@FSfXaC-q2@)Lz*))Rd2B7=&1UK
zxVD&`p(3i@%=mn%dXsV%znQ9!=&Na7W~x5IEtaU6syFo6Ox33{<C&^@W0xlIT3(F<
zm!+j2c|~vR-b5P2qjIL_Bg$%;mzkcAaEm2srsq>t+iXg2u;!WSdE+8LGoDRK@{!l_
z#{Gb1b9hM3lzc=}P4hBS@)2&aM9q}Ep~(b?G-qZ?-eAo$Rq}>WO)#h`IZjMG@(Ny3
zEh5*1O<|FnsrQJEn&xGu-Xq*%iJGZ*Lx%|tY0k{lyTO`gs@}Ovjt4!jW{B}~bDTqo
ztlG^q1NfOeGCjxpUckFd#}zfNuXlaVzS-<}j^F&u={LKboe=7r$ldWeLDx5uPt)_g
zezT>J9OSF;thjMZReUDfZ}^_$dTbYaI_vj?Zm%CGfETlmn*9bRevrL=NEE-M@SM1D
zuhZ;5H#hg(+$jS!ch+3yTZ3lp!Ft21JphnS7NGj=c-0BKQ^-FtcaCz<x|0SnqueRi
z^Ll~z{d8P2bz`t=LUr>34XJG1ciP^guK$2~Vt(!nbp!sJpUW71q5JIBXqjwd06CB)
zkE6^nQSwAm$+u%AzfTfUBMB*n<xi%UhXU9miPNNrO7z>SgHG3XJ(%8QYu!%Yfl}~;
zbZ~=0@i-G~$&r_*Vd6s1_xk<)p5N^BJwKh<$Aap^^xPNwUc1+F`d+r-1P{DcD;;zu
z*i#Gk++yxtfT56UdEMM680NXVUV!gqt&v;1wzjpClOM>t&D};nXY;W5vU;$L!gj6e
zdd)#Q_o&%%gMnYqRhu0J_gVzbsXDE+%-u$9&@(c>np^Aja4&-RdIz~%YdbgBuHL^}
z%omp&+v%C0Z|CrZ%Qd=fuj+e`#7k}9n>FPPGOl$Wby{7=4RX$BwQg_!zU%m){Jzt6
zD@*qadAm@y^NRe}jdFIc>-GJ8gG3Xn-P`v%4|BcNV7J)`a^fxfu<7>)PKz>vMzhTy
z;Wr{!ML9D&!ZV3BWavxLwuTvBFp+ked)c1ftv6eqLGL>`q~{(wzW7!7LC*E+&Y;yd
z0AI)r0zcR4BF2@G`la0Vet<EVTle>SP`X|~T_iw5GET?dj~fWih`b;KK9MtCHU(w=
zpp&b0+tkA?&kj6vWV63-*JPD0@?3Av4kRJfZnq!weMb@zr+58v5r%|*>v2(u<_K-r
ziSYD!(VgEe6bv@Kp1aws`VK@5>_rDsUxcK*qH}k=Z|BerVb&W0RI(vxIKG#|bxR$O
zXUFIMc+Qpyxqi3XVrh(sTg~xzyGCu10iYS2Q^UhHWlrX{npFsYztQcK>_RaYG@-tG
zPVIrS>v4tO<!|#_-=e8t?LoFE#++TqR`U5;b){5L_{Rb$xbWj|%r9xS@*-vh_-cs1
z7uD}Mn&;c$JX9sm%}rce3Wir=i0!o&uO+5HJ_5^ILlyYdCdA+0pS}%aaSZ`%?A5#;
zEu{{jvN*0c<1M@HIsJjJMP>^AjYBn@Kj_pB)~s=;hPv`Y?*Pmjf#vNu+fadhuM;?R
zwy>LmapRE<iNvk0+pIS+i8ut2h~s)A-nLuaj^j3K(^oYH)2s1{wz{nY45(3Ph6H8H
z@Af>ue}HPnp?W>un!8TN?Y5`q+Gs?t#jDxwW1>ENEhF&^v6L#EzK&6767u#ArwRj&
zB$>ZMnQqI?`ev{2_i*kUuXxmgN40gH0Uiehuf3DLkn_B8#uc5qxw*b^dwW9>aI=`t
z=d;CpVb%Jm>vgR4mg5D1*IBfXQ9(w2#k%^vU;kCVV_n6XZx^C1vQ}l8+gQ+B+ij=S
zs&+dpB<G{4*83emT?rTpQ@_iq_Gq2f`wu|Em0H7TwV`<oI0cSRKJ6Br#xL3|ACK`K
z(rKiDi!${@n0jgsERd;Z!eVDR^$d_<2ZHt^XdeWR_%AbemaD|?HyZtZFSwM;?P7y%
zP{pFCjcIo6!AhxE&V_p#MhSY%PF5<{41$6F8qx->mWe6qMVaY~u}GZeNgB7{>uZC4
zw~ggl&FW)ZqT8)*-MS%{>K0ZPyVyWdUxwrVGMsN&&A@Uj%oAziV%598B?p6vMU^Hj
zq$itRU}tt39%Dtv)8oUY>k%&6zs7e+E)|K0eh9i~H9O)R6}6F<2~k>)8qHe6s;lpR
zU<HltpygTt+7#6H7cGoY%b*)rfeK9xfY9j^RufwT<C-c%+c1gttj?fa1)U&Awy(8s
z$xAc(o@>>x!-+O+o0Ov|zGr!R*gV1D61WsM7p*}+{Dn+mw(s=2e!%T_t?Irpq-~R6
z%_6g0ziVN^hg~p(xr<h}ioJk`o@kTX#G0yE9nhpma1%|oT&M3yj;PYa2$9OI0#SA*
zbE}JFv^nJ4g+Q|y7oqg`ssGW)u1|cZ?u*W8V_VKTPwL&6n4iz!cJl#NffjYW0P%PZ
zN=T@e+j3ICZ2>mmAXc$_H9MI&UR%v1&V$^|y0zaO2*!83M;4e9622(1Y7RObg4*hK
z9}r^M@sQhAtBY-eT?@U{9r!gbxRlAfCrEvt1~oLnqeqYITHx7+uFCy!|9kC5F03Ti
zb~@N1up9k$3w(nVH=UM21lmpcm+j1EADnb7%=oSDpr7s5v*;6#Brd?t2Rap7KrKK(
zXx*+CbT0HEFK|t;&@lWPR%zAM<a#lKP9{!*Wvv!^3ICw$cDr5Ia@>cwlhQ_uL~BT~
zRlQxmS+55|we`@?K@OjU<!ru?Ei7d*6q~!9>>%*6-`6|1qFI+0Gmat;J>G}b@TrZD
zu(0oAL_q``$hRCSA(iMH>ULdwLoOn1^=Y)b{%%e!EDiOV#pX-j>7X~Pkcu$zat1@8
z=X6N2Rbd`T0XWG;Nhx9b5=g*Z)@WPUiWEwOm$Mlq3N<D2j_WpQ%%E+q*Yi5A*Qt@_
zQVR1Fi8lmBy|P}->}7rLVKWF9R`UhqaW<B)@-Jo4IW#9<i>(PCYxyu{>O53=d=fuy
zwwf^g(lfk-JUyox$}{HdBd3(3XSGA^nRcBz)ZXjS#pO_Em|Fx|Fm&ImlxO|J^c)NP
zS{f~SVi5<JpL-NfdcyBa?hDyZI^8TbLLJN?bhQ4*t(=cFjYCQ?dp?$WNC}<8=T7oK
zOOSx6Bu!9{>HR4td(Jr2d=9yov?-eTckZN|QJf-l&jAH8Q2lc>ait$oC_Kg2#ZCv<
zQ17>!dy))-kmqtJtp7B0((%hNS%m`DpwD9ysuPfM<g+ziP!OaB({-dg@WCRMK{$U5
z^*6x7)==3~H$10jH-d>Vr&M^@$xP2_Z_mNel^5=d#A-?%Eit&y%`1dX{25bGA>d{M
zm^*V~=%i<xW$5{fF>%Q5*1C@Im5a*8>mROn^*3-s_QMetl@rvsnVgt?eo#4)h6JJ7
z$g1TQ7A8O+m68SQl;UDWT1m}>!({%me14Kj<c%RE5;U+?^<YRcUixrbWXx2@vlNAd
zx}T(Uycw4cn60$2(?aKWQN?j~N9D}aMnWGwlO&#N9>&~b{M`E#cGa-GFog-(kZ_4j
zt9o;9Sh&Q_)b-}xOt_wjBqdb(B(=_KajhfPXG2nPdYhJQGm%K>ovD&|UioD91)ij!
z49#q5gT4mSo*-dnyRGwPA~ThIJV9XIU^$FWl(C%znPZ`r#7EzZ2E7_rHSK0lLw<B}
zbLtjSXHsME?U_D4bEz3xG~s9v7J}}O;GDZAGwzbL?o5E5sni&iKgn;BQH^+<=W{ML
zia2?9W9`~4HX%8KLr@ro;F?)g@I~Gu&8f{?mHuWV{r;A;BY;e){C5)b*IK(U{&t$A
zy%gZf8t|smuDVW`^ODZF<>910%s8hrwmq6~4Pn}D(zb4xbEfS)fP2DVmqE`6J!>Q=
z6xg8W&Uhu^BvV115C_L`B|f46W1nY>TuulLJ;<nq{;t%$QmIhR7c2S7O1_9Q;98;V
zl?zMmYIW6fR!VixTd7v+b+5i$D3!`f%d1Y&tE{*yOO9KsRM{l{O2Knht4^s{D;Fzn
zp;lWhI8`93x~0mJS1Ws~-b$@nSuUXb(sE&Cxmd4w#Y#Qzc+1Nrcd01JnY)sA%C%(=
zFg3SOEtKo|LcLrs7o1WF2dU1oS1FgPwR}Ba%~uNLs^hG9#pObMsRr5#Ua>$*i2kmW
z3n*GCR9Ewre4$V+7i*OY8n9fc794LCzsq^osjQZY#X_Ov6qhPaezm@mU#?X^*=mt(
zjjvR_<#M@Ps+VfZRj1%qz2fSM>#P*&1<;o-*H+!qs_U+JZn09R)K;smTQ8K0<(jin
z%a^>R6-mzA736zMm3paKDHR;YD=d{t)fLdO>Qri#m8!c`SoW%AaBeBTQqNbGN^Y%|
zUtTUR*S(roE;4_Pu^2>*tZTxBf={4x>7r!JG(tmYMrr-!zxhu4xBsIXU;4E_x%QD`
z{lS0wjepeq?LT_<TmMJqvyH2N?4Ni3glbF551mTMzoKaXE@=y}r|RY4&5>QT$(bTs
z1S9#R-gc|1<Wa#9p1&QSEzE{n1{=n?(vWpc7A6@%e;>B}swds5!7;_58D;R#mF`F5
zd8Q=$s~_Kn)8Zw=*kvK}G0r4mTye=_1GWXj<l>T5Sjeo?pvr2v%O6+;i0(q>>Yxcz
zO)><zWJ%4xkhuw~m`;F%tJ~K~`ZY_QHkT}AH3^LHEAq*63bh`h>EuENHg}D#e`%~q
z<U-~aOsb?)*d=ScsU<ab7ltTgmK9vGrm{+0$n4+@3;vblT71d+@W#6J!3Wl|owt`P
z>!*KuA!Eh=M0U|Gj>=xL3!}3~maf>PQKeT#lLoz2N~L@S4NI#VqO)RC!@lti>wSw9
z;6mmGth0J>f0>l4B#(V>x9jg;QhX!!!f<FIv%TNx_JSrlNd8S^fw_>m<^?ssDSS6B
zQE!AsRtL1jBqU^<g{@FB@_Y<)Ou_^#%E<E&EHYyV4`7r@7!JoSlQ4z6J_OTDLP)ys
zfYzB*+@^mH(@2x>9g3YMAxbyZ)U+R}#iqvk1PwQ-4$FE1)|(RXSQAbHI}|HUS>HiS
zIjN)&yeDAMNw^QusFTo5XxF)rS;!#tfbV3b0kD_^1VY2grLQ23m%a3&mzQeEJCtTD
zcT@AsrEUaBFLNWQyu^(p%H?e|iI=vNs+YC&qL;MPVAWKbDZsZAA1SMWcq0N#%#%pg
z;Q>Jj<Pb{su#<oIlF;`X&ESyGqbbg=`gVqs!G%n{<?N!BGT4AJ_oXV$@1`XtgBE>?
z4HI>8@my42EtoI|$d_2yYFJ49HR)h|$=dM;9wELZY`Xbf5fHisrPS^0VoC?=dIw)j
zFI&JoBX3dYd9YZR>EnZ}JSo(wB3k)%rxiqMR|yLlWh+nB-UwKj-KLLu1}r`)S<Zx|
zRWnj4K8tnvgC)$8XrfbI#0X>)M@hW!D9^UA<ueddAH`MJi(^JaAla;S8wU3e1B=`y
zB;A7EX5FIxcsFFnMS>rqK{ZuO*7KN>Nm4L#2U}!;TCbNyU;wZOBxkSPxq0pW-L>1-
z?%bkmPcdU8UgEHr$rbD+P4*|A<+L6-`vDoP!}mm*RN}krBiuEdJYZGSfH6B<L^?2~
zCl3L{<mnD}8`gH;h1rp6{ku)F=O@$sN90V>#;V!!g#EwQ>0cDA0FQ2TA9?8GMe7Fk
znBa%t^uRDA)Zu(!q2ICEMAU*s;ISTgR>L6|jxO2r*B+>PXi~0fCXWfkMWPIFna2CO
zv{R+{8)Mh)JNLJ@Zf@?}+WhuNerX1vC$QWXlVjo;Cdry*FbjtthjN=CCl|%QDi&CM
zLC*#pLg4d~Rggl7VvZRdZHq+6P^zu1{ZjJ5^Yk3$E}H_NJVjD-mHTT-KK3q!muE^g
zwJtSlFD;8K-BU^lAIy}zyTaixB~zQZr{uFYw(d}@@v`i7rDlIYM6R&^qr@uSv++)~
z*+gD;ZcNjdhQ-i0kg(DsyemY|Cwj+19TF!7d^n<qC3yz}fBX8KySFy(ZbKD7wy$k$
zY;A9ROSXtd15r%_UMQg02O(JtF%XBSA)1P$EJ#odv`ELgQQ@$xJ2Vor8+-77A@vRY
z#2*f&D8Du6;<GE!gbkaZpe!<$>G*CDWQaO}XB)S+Zm#WY+`qB5{n5tFo0?Vc2+aXr
zQDeha4P#heyLoeaXKnqX<f6;=QmX1%-}&*ajqUsEcW!U*+`YHHbBFs4ow%|2;qCkD
z_wQ|QAp6?37D}32k`tFO`)t<W3f1c&ppEpTqg{z*d>ibzm|~rd^i)DV+_=4QcXJ)J
zh;J6kiwSp!3T4p(3+`C0=0oW!gkH61=M#aC+U#F6R3Df|6_T83MiLE`WC>$@x|!SX
z?&s-6QWF;~q7d!1g^epQqA9$=C@g?A=)l(twJn)+S?^MB5)tV=vb}aaCJOjGsgJPq
z=tHocCVc=g%L)1j9M*5_TX0*fc^IYQ%b<7|G}}$MNYb1EOIg~c5?-LuDMWPa2#!h7
zjwuK|4KV5$D$A{kl?`izBxAP<;(^^jss<P$QXcjW78}uN1$4>Qotr=Y(WVx~c;Qh)
z<kp?rYuB!?ZHA*u%LL?P)m~9TK~fOTWg>npp<v)s4}VrT5ke)C7p9o|z#EPI{b<6_
z>2|U-7Gwk+t+aJ(Rek8&P2n2pYf+;`7Irz&Z<yF1aFS=y)B>)E(*F>SgAo6~TeNUO
zhWVlFE#QHlINS-XHjGs;6{P724U=$RggiT2G)-z@XX71NY?#M8o3}RZ+}n}L`}W2s
zq#vNf?{0p)dHX||Y7SLWze3ON#I%@9HHBHh0pHryn;Qz%+O-`q<Taj+Z{r(s|JKIN
zjXT%2?{D6|zqW<h(fZoX=EqbfoLou-hUy~}S|r4Li-x{r_&|RqljLf9=f02+iSpLH
zn>(BLx7O~i-MTMYzkYLVdwV0)e>c}|e|T^0!woDCoZYq)zzvj~K*glc>Fm?&5;Iic
z(ui4~IsVOQpjxa%K2GafTY6jw`3&hs2aD}<C>8|Sv+hB(I-cjkKN(YB=@bqLf$P8M
zb<;0Wty#33sF7^0U4|y-v?%B|+YmB(5)p?&LECB#<b;}hWHC*ae&FQOi3ne=_6Vl=
zC#+w{p<3`DiSyStzrAryvVG&*>l<4;oA?kB3uw-k-5wySkz5vkU%R@>cF4m5Zx168
zfvU1W-)(lWR8uPw=55Nlh$N*EU4Tifl)-xkGKIXMv$PRx>?BxF{B&RuS*9%-BTW`1
zSsXFJp}K^gbgFcup%;niEsyx)JQ+3!W(TpRCp-E`pvU6`_WtAgpJxcf9)Uc<9!dpY
zP2D~68?Uj1on?OKNAX(wtvpRm>q=qza2O1hIEV|=ikkG=c$#gGyMr7?`;V}IvFF26
zWU=8=F@m``CL+80q~+ffN-lx(g>YS#G`2@6{VbdEKSgdCJ^~}S70$0DP^#8HWQK_C
zpr^<UwvC^T6{eyNC)wD!9zD$-p_fC8?5Ejy)6{z+4#anA<<vBBI&jE>K?cW9ku}Pa
z`G_+Ghq+`=`xN<dEo!Jc5q}mkDh9#)JX??{8zua(4b(A=9hLf)VGd;@S;qAx3nv9|
zipE**0h@y6hT#E_llEg2j8qs$0bZGug_R%hY0a!~l-b(20Hqs`jmU_#dI-pHk`rUe
zADNWGu;`)Eu{mk|sjSX{G6WlD+2Qt?Hh1=c`j8Okus_urxEz%3!^fvq1m0yL)$d1#
zgck99nGJ`A67i)Jm0O2MWsc%mJz>0uAg5km@H48_`0crQHf5hXZo_b$(~pPg^V#`V
zxUVG)JEL+c{T`b`9Ki)>O2%Mjj(!e<zaZ*~0u|vi=yHtLfY8v$FVnGX7Q2{q9GcIr
zI4f+kJ!kj~k;~9&!W0toO1Kf4&D+aa&&{)SwGKu@ivDD@zE{;b4E8q=F&#B7FRie6
za)=r#cAUNuMs0q_ZKDk0Lud0&wODpanob>|h6;$1VYxRjwd}X|K%p$VQmU<1Dz3u}
z9Ew*%jDI6a@|WZ1H3&Uj#3?U`U#izN8IgE4M9L`;^IS;ETjsG82&#Z21VMA_WhRFE
zYHmcQFzhJyGt5X{Gtes|ILk2OxX5r5a*DynbA%yNewktE{2IZgQQR59lrg-Rj0NLc
ze!}s62cdo`E-6JNjsLwY@*zfL8%DDfO_hBB7%~Zh@Z4bl{(TLfG=$Ye)VV7S8HkhO
z<Z<qp-!I-8^l4X1gb-}D+x$k<EB}`H+nWe*sp8zxRz4Qxh{7q296am%HAIQTc{~c7
zSI5E`GZ>;lQ?A>=ra#OP$l@4&4B~<hG7sVBTBEQeqatD_Tb(t_qdYo3P{*XOt}f)Q
zo65|@x+}0D-XIwb@c|q*pJ5##qgKkGk+qhC0GokzVN;NL0b9kHczXpCF5J=p2oXta
zu$U`!_JQDlIAX*hKjInoJw&TSfNJbdfZj*At%QC>WX3SAAfJ&~iUM|-I!Anik%m90
znNiOzcLm-x%S&FqyyWKV<t5Ma%JtgHN~K<0c1uf3TA0K&N$B28*a6(x0=MiF`zk&V
zoc>Y>YD+$F&VrevMeL18s=e94MiByJu;bI*%h7x~rDTL=Rg$Be^SV(;=GbOIlalQn
zE@alUy%Q<$ih*w%)@dZpT<l8;dBe?kGYQJ1$*lcer`p}qcWup??TkfXXCip?-#6!4
za*1Rtd1zuvOC+@dqF37%)78C|%Kgexwj1na4FDmVNebjgqq>`i$xPK#%U}B`EI55!
zF!D3RdwHG41l(7}nengQ*iP*nmWgq{j4S=qI1WQRpE3T-0T>5nXntThV#+Da`AJIU
z7brK}aG8V<t}aSa=q37NV!j#W_~X>WC`WHB439EN5N7K%lh!kAPSwBTJ0b~!h|=1W
zas5%ci_p5sJhRrj?KXwQMc~^Sa<ZD6xV%i|m|u1dk<RGSe!nWJap^0AjY{>E5uZ4+
zP!m?VN|7JCq&}@MP84RIl7fBprT6Ijh7TQLed9AsR*v}gBaMhvA#>mL>|NXX^eV2H
z`R==NMnKQ!FN*p;#fO8F@p%5?#l=jVE`{MH>;V{*p3h%gv_9P#z`TG{#S0_8<?L5=
zj(8EsX}0jGHgH49b(pI9-IlG>fS~P>dvY^q%MjP1%;p^c%NvjE%{u`4hV?1R;zA-H
zfqnN4Oga@L!s>z<Dnpi^-|{`$Vc-c7n+s!tf?a4#eq<DE%unbNrbQ7Nn<giYg_<y}
zKs<6!MAVi6i7C8u7_q$WcM;TF^n~=mpb*@`xJ-uTHaff2d;mt=a(dr=m%Y0Zyhqs~
z5%(;yK`(7O1UdRFW>H#9$<Sw?!i4-WFbM;6s0#=MnS(xr35b|_VoD{LA67qYB^UXi
zAMA%wEG{+^b}BeQ-lMy?R3LLQ-4zv4@?=#Iq``|Fyh>*13f1U4rFvYwTFx@o)9|XU
z=DlUdt(2En>TqAKEy2IKTrCyDS={fd60bm@gox7pPa>@SLp_UG(0RV!)sb~y<WzPY
zV@2??&S1&aw_Ch1oMo?L6mZd`{97M8{;2$KZF~Bvkv9|YQ~qs6@Dc;)k;pk;9LllR
zI-M@A7=f`Q1ASo_=qh4_V`*N~+`>h$vB4gh1HUz#O)2PEu0*q2oVszU=Bh}wuS0q{
zOE*eoi6~zpQ_~`IHt*QDMneSf5!ssEDw~6mGh*GvGC!OSzs8N=4Ev_@nZ8-(?Zn*3
zq*-%2f*^K}&~Pp0q&P-A&C12m6caz3ADth^xb_px9+!+PU-rW*W@P%+CgSkB<}Ck3
zQdD-B&hGtlFK`A$<nC%ImecvGbd47IQkbaDs1jj#R+WOU8IvbdFl;o!v!c{`*Ta<n
z4E4N9qu>z~^-cWAqLjla671T3$7zT697%i|SZ;c{4q0>qH%xHRQ=*2A@AJD{2qKbP
zxH^%Gsp~O*Nw#pR=9U7EMlYX}1PX)gkb|#^s#T(tX-}^TW0^1^gqc4RDS59;k~t`6
zy&XkLqZl6vtg|~B<h2OMCZg^4ak~T~h*k_sd>6AG&XhvJ6>o=Zlx*9)bJwdg>}gRA
zrYf8uS-lzS$B%ILB}2&Wp(zWe$d*!yeY@M)X!k-wWtC#S!qBqIF&eu~jZ>0w$JYt6
z92&N#+bokr3?4=$lVC#~Hb{;fkrdGsa`h_HqoY^K2vm0y3!;G@nvzTc)t4H~NzU#J
z4<<>7n6NQz673G$#%!7(a<b%=NEV~WQ29pI#`p0tH~L!&tSDtLDNHp7wj>-EReyh=
zWl@Uu$I_jONs%4-vC$1Og}iPU=Ik}EI@q<*<Z!&7x{m2EZo^=hGwR)5=aiRqiVX!F
z^tbwYaGwjaHt>zt=`V)qQJxzGsQr5Eg>?*l`*oJWX;l9PR}*GMz7}sK<VTgcrstO9
zW8JJf_BAf4(#d&FpJ&Yt=gM7E$+4l_2y0%AW8O04X(-eDaJ?Qc8Ewi?wRAtcX7E`q
zY_RWnPBUwHNhgX8Rs&pjYJ9iq6dCZZ`MURCQ18w@5@|PC{+*^|b6Za)!2XpX76b&o
zoER427es)WpRF?lwvPVbW%-;0f#@)%vjPMOSPpU8Ii0o*c@O(q)C$S2*@#)7F}$px
zgKo>aft3ub$r%wBAamW2cu^(XFbBKg2lgdGveAKkEm`p1+quq>cO=E;S5Z*6(ZMym
z-A)_d2d+#o7ZSwpqVXFK4G38YrPw>LH@-8_Wd)%_Ggi?uoodrKWaKIfH`&tc6+T)a
zi@zY6g0t-~OYcZ>anTJMdm&FmqpqXvo-Z!gX24eonUNkLLbUKYu07W6cuRm&3TYsk
z`+&NLcpDIRJ*RaY8t#?{i+@+kmgpWO+f0TKRF!53x@ZQfY%<)7R6ixyH@p_s%o^$Q
zB7-bW;kv@mCn+%$JJAW4L0=ufrd@ZV=ro<`xx?_+aMMnxrUfSf&%(r&y(ufx>0prS
zZNYhg0p5rM&<X(8m2&=T@%+siSj@Sv$8&FDUDMH1uc5*br9PC40Z^zg>ZIIKk#mKF
z810P=9?>6^$yaP~DIq$@xPFaOnEP@Fb1EZ{sRlT6OJxk794LOM{F{aj5@QE-t1Mb`
zb9JvoOGTK(1a97eKdJ5&77w`LN_<+nnDp&IRc`ojC5$NgRS;soc_*TXGm@MwZ0K-d
z#W-W?B}99(Q}1Hhro}-hBV&Fkv11jA0nVtT$jCJNW*6EJ>jA!8563>D^1z&N$^oM%
zsbct<`69tw&I@Xz(@?^Co9^Ka^|~PTb~s@cqaE*9aqR*$G*@_qjwh=4CJe+`f3}Q6
zEY+G=8I>vqBVi)>K+`8e6)zOWrKq0{SG38ZJMOexlX+qw-GR=ed*nU$rc;F@CHIx!
z?3SVBg%F{~5hKc&DGN>-3Q|Db-PyLU!}~po4BA&uHwAW5$6TGD@2-ap*ibJEdA{of
zJxndV>u}m)U?COZ)`95r$l^et-)@9EOG32p(J~IwME}VoinhhLB{K8#CYmHZc=r1G
zHp2<#snizk0~L>)DLPbU4v%Q0!?E4q8CMy89K{HW&!q&xJKdff^?FbV@~D=`TvA}5
z)SJd6O6XNi9Qs7-B9I*2bGis64iyo-h7|~T331y6??3SzJp&U8ixTLwj@8a*F;HU_
zatb4dKA4Q_oO&M`ztO$Pxfj$1_xjd7n&)uw*Ekshgt;0#N&9ztTCu&Xaua4&Zw_bK
zSK;oY+jN!z;3CDfol$Aw_xhYpu_K-HVwfIN$(#Y@%4iWT3t`FH_N{PFlG}wO>`;+V
zn-a{mQm)w#uPa1b2zj!nyHfWwvqNS_#Fp7hyoIMEQ}#u%dAx<?k>}&Yhwt>XX`pX0
z&{swQA=U)L;YJGVL~mgg-q)KJXGEH*Hx_h?ebd;35~=2R#|?GBMk(4cUpMp|wGBkp
zTks<^mgTR<(qmhP3$m*)i!%4bPAK}{R?JlrNM#2-c`l+LUX4Q-Yp{1>d9n}0ItDUp
zh;+Of)mi8lZr&FXQQf^qUaQP&K3F{5<9j-1OSIej(WvejAKyo~uR59;kK_ADcEqTX
zg<{Mv8_2&+Ga?L9VKyU7JMwT0&3eWBlEUyRK~U@fvT>xmqE{%5!Jd}QE%@mtdc;4>
zoE#+`_6h%RHQc;|p75U}o$F&8WgZuLXUIY~_V<beKu@gLs|fXg6FjYP6=)&|5vF%X
z7-#;b*FklCgzaqMoVM9nw64Jyf4lEJqSW`{s2$|<SKzeWY|-tye60WVcsaWKTw)jo
zKHDQ(JX*!;$>DiE={4>oX9VPUAUME8ir>puMJmpm>5kqeU4;!o>$ne>E$$vVE!;$|
zE~IYZq{+I9%_X@bsZ{CwU)<n8Mu-N0buk>Wsje7Sd8c(8g`J7j)OPl*Dq<tijt@@5
zVRR_Y!0F^$p#^!khdfx!@Rh=VfoIJFvcQud@E7+f5CIO-F>4nmza5WaR6LM}^b!LF
zbfT-daVIg(r1^Gp_^ul_cN3-zT^TK+AT+u-&LEP=q0FN#CX3GP5d*nROaoQq7EBKD
zo{QVQBTR)&Bl*e0CQ#5+us-}wF7Rs7U%%?%W@L3Kx4Vd_Yh-B=@JTb@R1Pu&_@dK1
zM)XkwA!jY@rHHB#cq0=aSS{9yU403$*brZ|XzCHJMPTT$T5%BNd&zT_%kEOXy1KgR
z)$-+nyILzCShcp%;g7c5L6@?^@*{2UWEwVR;E5itU-`6-q<|)qTt-^ksWM2{lPd;@
z6x<4DP{$R3JhV^<%=1)v{-ZKzNlC_vs!)Vd6(mJv$wMVoOzfAfJK-@7Yn`7wfKnxE
zqh$NBsu&zen&wBPz9%sQSc#gGjWXbic7T!u=KX7!0;G13f*t$A;+ka0Eej`EjLDog
ztI)53IAx=G0b<l(W&n#4N7XvQE`BUsF#vA!pE!VgPj0W5z)tlsN|`r&6z$5#s)?I8
z?Zko0y;be_`&qx&=mZqk!!Bo`GM7qTi5>680%)Ey$`=$vy1<HSl;x#7d~HK$9~seF
zcNkV-o4D4ISTt$!foVu1aGu4QTXISTK#$=$f2ZZ`S|7q}4w0d(_pza{YwyapE6oQ@
zyWZpp&*YF?1vypBVGehSe&yqtIeez%<5_ZbqQ?wAVVLB}$76t3k0-*%Q{-SJ0W^lp
z+*xv75(vnFYuq1gG-{8m#e~@xdf4^8r^G$0dfdkJ%)q>aErA{;URCTD_F;I5twai(
zgpazK&HR`)#zZim00(A>iy+I-AKx)OAH<B%#cWN3DL)98q5!pEUFdTJQ85v@A|>$(
z*O|#+TLIOo(;=%MXCaCrcvuMU56qcD{6wWRNMtCQVPPIrSGFYL)Slvww=wMz)45NT
z{A(nW+2h4aU1X|l#mlde<;J3QRcLQL=UF5h+mO8qmL=G@8h~>O$m4ANFv&0qcbyfg
zXa2*@IEJvUX~bypjRVZjy&6w?!tYG(iR>qsgdb96Jcxyj_bI%cfNLhY3fkcW+y%ow
zu6<6e6$zGBi>CxEJ)PCS8dj&IJTM@y9hC;i(ia{@qAsGRDc;0UzMuNIB0I6Mse+UU
z{R9)4=Z7jr_=1SP(|0<auxgUxA-;$ZCHYz6Mll6*#;rUAe{Ajr`ltZ@*xXADj9(2e
zgjC3#ksD?!$xH``eYw*CUkwA9VUJ3EQ@BZA5+u&kXI1}c5>Fzg_O9oKql20=j}LD6
zr(sX@v6$MIp!8uq2GHl|v#b9!=!*h08<NEp92ceLF=)d-T`EjUe$tneaf#>GZy;*k
z#?3n)+HE&pW_D%Q?8>gEcx6{?u!idZ7FKKZU;grc@aNzA)(`&6&;Hf_w)Dp3t@D5I
z?w|RGfA3eU>VNXj-0xhw@)zO)9DP43S8g2!9ka`^rnnqSiNO)%nUd^N|3CzA$*OgR
zx}pIw6^a?y!XpZ0^iR$F)!Zo)EhRz4(%hKLhbRh}Aa;uqm58hfcp))n$(6zN7Lj|J
z2+<^KjtrJ$`a&i|8$R4M8?IUb&O=$a5ou3%>6XdJ$en$hG>3gAFJH@0&{MwBjCf6d
z<F^(v*vS`nrpW^G-wBGr^Ge?IW|X5#-*8=q$WV8_$y~MZk)a7O--L!<fCUxqLR&$A
zkTTvVq8h#7_A%oPmyIp!*HvsO6^*x|y<)sAMcyiQ#mF;}O22U<lXeX=Nte}F=KLp<
za=Qx<h5doO3cOS3T{;>{yxS#plOw}djR1pkcuc+{1o^Q*xZoZZtw^UcQXL6fFkh?=
zk>ja5B$Ov4#7DSp$o0RicFX`LwkNVMbI`%}5#Jc;Qt~)@E)wXEjvnO`{Y!VAfR~6D
zV~LAF5Nt>EmW80}@`y{pQao|$c6omYJs0vBprkO2M({zLEM629MeDYBQNeM^MP=A*
zR45D#2re!%R}s2B36o2Ho6-}T_K^ibQjP_MvX~Jvo27FkKBwb-DX}UA(s5lC3I}s)
zH~=!x=$OR}W%2qJnZw;pLkSt_{T<~QK<SVAOFVLqL|(XMDp9jpmR0{!-{JN^`jZ!#
zh_Q<<4r6M{T>0<i4=}h8%t(RbMGQ;8hl`hRO+_*U^mcJYqZi5m;Bp~lqNZmhN%SbG
zSyjY~1rjAk{s<fz1=rvR@PgD40y~yo#(GMYlGs5GW5*{K_@l9mr<AcD*=T{|js_+U
zSeA;2HjdS7?hugSNHV%Yn0u1Z0@E86(lK$gz>&xvCtBc0#JK}T3rt7)SkVH<pgl;m
zz;P%K5G`;VN(v%!kZ6HZ;yr}%^0|r@h`m1X7ma1YTM2Wc0@KBfqryVGZJlHl#TAai
z%<5(o9)?Nz<!aIo%#)CF6TVyx3Y9EoLO4+G?1~dyOy{yreW_esUS3soP6nk3WaKZ=
z<U^vz+(o*@(vJQyy<^M7%eYse;goRU3*C6;rXyf9wlBz8ur|_CbwzxCr>t-yl$t&A
zflgNGZv>OZohN@&U#m@V-wL=!vDw1CW)BvvO*k6<Sa|EU2n&Zmdd0kT)!&Cb*PRR7
zgBGr7!XtvII4wRR{Fxh`U-e*u_pt+C#AesJ+k~lB%X+`@(7yuT6^fpRaB{br4;rY;
z`VcpaG`!A(?nCSSwoJ2kb(&$4x0u<$9Y_1tR<i|jJs7~f59jIDey@3@)@^j#-B#D$
z-RDE^uMg4qezhB1feBs@24x76XPN{`CeF#Trwk6El<;M+jjoR4GuWsX5kBeITby-M
zA$0;yk92aS0M6h=ZR@KubO~@GOg%;$`Z86Vq05)KKSHP5mvTA7w6Gzg_z4rx*f3Cq
z<WF&mqB-2u0((PMK61W(KnhBCudiE6m8BI5sf73{@He%tih(O_3}F`+h@GEsc&h53
z`$6(fjWSplg@l<RPzWPM*o+D<RbCv@V$5=C<f{Xa4D1H4NR@HLdN)AKClRSo1WXLT
z**=_@1H0+<>m-Ka8=3R#H6q>OHe9|)wPr}$;A$U%M1@?6k9QR&Ntjz+37d8$7+Fea
ziSri`RcIUZQN$cg-l*t7vQ=U+R;XOo`)Q9F%^D08rPTnUBMxAzNcIKEOfw7_BQX`F
zdw}3JwFZ}8VtWUXlgKPoF+zok5Jn9b$fMzc$h{D@`+_A6S#4`gg|j3(PvDxinORLd
zHCn&L8lBONh6);V5Vpi`TWedJiWwv@<RU7)aKW#B1E#C6P$e@^p+MC30=2P^_E01v
zT6Sy0&f}!z^(c`K#{MVgM2s0G`x;H7?2oR=!_dj!S5iKUF<Vi^I2>v6S6-()qX+J_
z$Z_^-S=iSg7$t6;B29q3Nv{?913o6DT%%z!A&z(PUEr^}tU<FVQ`I($^4yl;=W*g4
z{%QCyDfx*3+2G)FW+!oi_OkdJHq^o+BUwX~9WX)7E#^+#fQMrr(!<>+@##0i8X_HN
zj0wc>bTS>4A(iPsFHm1)>psq%$Uh(*@YN__wgI(1qOotsz{AbKVtO6%4q(=usN$>B
zKyGv(EL^4Jw&OoI%2q=eLA;<c-adZ+p&JrxI%B9%(bjYodgy|E21kxC_{5=2y1boI
zA^p=KxQF;xe^*gN{GGYGv3Bj&MrckmGqLe%WpCA6sZ}e>h2>ReX}PenT&!2TVx^vU
zW+paI(ZptWP)QX^J2b3YtuOt=&%b*4_y3o7KH2`sAN=0W{`i0QjlcRQt>61|%YWg!
z|Ly<&*IfVa{%IEd<ln=vZaFGAj-bVeV)~4-DeQlgWM{5VXJr%L%uF@3!49gi)C|ow
zl1*)R>tc%Sm&puf4!R8k>xM(yh=G;D6W@xF20pX>7;$BY*cwx=CSv1J@4$%NC;b-R
zkFmmSsKefo$z-s_>-FHX6AlF!I844>3LB{1th^ZoH$1DqDaxxoQ#Mr6C<xP73ntv`
zzVE}2xPJ+D0An`XV*qq_P5PF5CeaXUqP=g^@(WZ=wrOu!2iUf^tVuTRGpVM3qs-T^
zZRb1LpgTZhU|~EK5R3J6nb>U@qf5J-AzLyF*OfxuvS}G!D|X3zT@u!0((nwq(tu3A
zO6xN9N=8X0G+U<WY-zTpUzdd4ntsLASz*N>3a<w>Ae-<U!L%QfR$QU27h8M9_r0}C
zIcSYrh#@Jh*oZ8#Cr(x}sRl@dmj1|GY*pCdunAGPFD5N}WG?J=N`x@Q*2zlT+yne*
z!z|OVi#8unU_wi+WMixV2u9j)rSby>Etnw5Qvo`CRmY>89#0VaMk+Hjx>5<zeU!vR
zxfhe1W$e2U%g3-#Z&hG79$PCYa9|c{RLOk2YHr=2o>XQMFO5IQSX9D>rfmca=Es?=
zw*wTP)Y5-EQ`A!FhvhQZ>!!2&sEb4=G9CEl;b1ciy$%awXl2C<*8^C49X>I)4~b!D
zUV`1%-NVBkGyaOitT?#X$eX3ON7V1cH?fWuNp))#46L3A-q058-XU>W2I+_yggsH@
zhb7NHDyCt^5egmah)ZpG<7{qjT&NOqc9nnW)>{lQ9+`$re&D*&s~SsgQfr4Q8;eDi
zNQWZ^>X>2wS-9qUw{|fSCrp3!aYbmE?g?F8%m^5SR=^^59T6t`0Rths0+>Qs!8o|5
z)4JOobliOgftggkM0ga;Hyy;J@?i_r!L-P?zUd8i`@)n;qJS3;Vu9WAn#j|CbO9$-
zQ(}{<I~>02s-AGb&fjTU@56S%_a50T58)$)6_sf)1?piYb#wS4G{wEQjeu#3nQLZ?
zV?FY9S}BwLOp;}irYTlv?K(V@=^8VHhN$5|?c$KRg|L{R*^@{l;~={G({d1uD?oTJ
z3N2OFcR!r`sWq6GarCngUwFN!fl16It#_+f%ET+Yn27}TQq~_Zm03Yh<-Ud6$`Fm6
z!gr8K5v+4|V3`xKZlP(ag*^n{qp)YNwefJ-1qBMBfMa4VNFmW;*l>H;CYnT+IU}Nq
zQJ6H$Cy8phuFLb=0%^<f5v7Fa$>44dx{L+a(2BroA}pB*cLs_u|Mo?sw7`aUS&V89
z5<&)8xE$gUE^-CiaTE*w?9<J(0mq^H4(_KDW>gecj(P%BAxau}1M)p5*r!cBX;K4r
zA#z+s+?6I{&Ry6R)|nRw#^f3?@=-JiW<uiD8C=K)`Q(5nmol065WY_sU6}|1>w)L>
zgq;*g5Sf9|O>Pux4b)2x31=K?do#ek#sl;S8rhb#cA6AIj$)|va5WT_Cw^*6pmkxz
zqy`v>eGgaPA^=~M0=n7^!burILebw!nrk?segN?mR#>uXICDk%dh<KEI|PmaOSQwt
z1V_nIyspr75i3{Jy}mm53+mF+n57k-Ydvgwk4Vh8^D<C6h?Tuh7)@H01(RR}R+hvH
zl5Mhsl8iw2AR-d3iLlyqlTpSnf{IBlm4ZJPOyFeeAOsl8q^}^Nn5gVqh`udi=uo7<
z42^3Q0Fe5$->t#aj;!3IM9ScG7gSTZ*U^*a*nWh#gdk9?)2u-+(y}0fY60!I*+#c!
z5omRvhNB0UQG^)8#Ta<#2p2jj3M95o7jeBs@7JM?GSL`}Bon^Zr+`2d>KD9}<U%S@
zR9Fr=)&&Ia_4}lGNjN*ZkZ{rik|!|FB*ExDg4$?%uqxXZkp~+HIxHBX0w1bDBV+TR
zRxxgX+Q4dC32K5QA5}u8!EIrZC*+P4CiQ`+5Z4=utDHqlMFjueg^QVwOBYF_;_C%K
zx?Yjw1V}QyF2(@GHUx=1(BbU1(Zw<(Wvxr0Q8F2mEHn??z&&yJd<6(Sk0#JiQen1j
z>w5U2NuyAXAa>AlGkhnYG8hz`6OAW1zCu=aIxv!CJqDWEe-ahbrvQR3Vj3YbqrTly
z+*AaEEEg_b2wwRR*9lqV)+}y;Zg@dPd{4rABDE3(w{VqaCUaTgf<qaiClMy)*{J)O
z)Xddw^-VKP0j(vsR$cboC3khXxLRB)x=YpN+ETfkU(GK&NYTfh=TvDGaZ#h@52d{S
zITV6;h(~$7@^C&bl)$zpV~G>aSoAI(1AcMHJWmcv3UsY+J^T77pdpm+q(M_S{m9)Y
zDhj0L0o{w}>uY9I(8@43ZZfE1Plf=brMY49W;26Nlo_pHh?N2)Uds@XV(fD@Uye6c
z<PPy<$aNqZR{ceVZiu3*syEiQ*Ecs6(6HgL(Pg#?`PDdajE*|jzA8Lv71G6#pv;q~
z|AakR8PVm?HL9jmVbbDZUoY|)n*jKl27WJ%o)9xPMA4ETUt))%zKY<bPI#T+P(LwV
z^D>~Jp(Vr%w77s)1f;{@Is*kWq!FSh60^h7L-x1g?jf57#vS9Psv$;8uzPeL0%`cQ
z8s@axw33&ip1C1`UG+ha?y1fh_o>rXyYY&clGs2>3(yLh<a91E0OyZhrIEd_$7QdQ
zrVpY)K1arD9qtc>guCKx1Z^D#GNY!d0z*HHq5V`OD7L4_m1pWbDQ`B}c+#J8?HS=)
z_o~{zhfiCX0u*GImsV=B@Z6}t@?XXk89fRGnZ^9@f!Atfajqvq9Aua3^}NC`?GLx)
z&mMq{Q^a>o>Em43`6(e~x1!Sa_*HU)4;okYRgfHzdRexYvX!dmmRD<a?!FOux?`At
z6Qb?3IrlRAZ~=zxPvxDPSBY<C9PYVM)pHfeWzAG0K=;%b!?G%-x1dpmOlJxvLYi7U
zk|91G2ghp`H}T?r?C>KxH#NPn;+j7Bz?~TD;&E=17mOXn^^3HjN1J|yvbEvj`T^Hk
zv#pQXSXrvt&c~AByZC^zjoms0c`gR2lAp&hJM4_bT8*Q2ifDc0tawZUoxy{CG@K1Z
z7+(U3I3{X$MZ<|P;@T*}_);-)gH-VZ$vIMSEDYld05gv7R}%ILWoxAhA(Y17H^zXE
za8`T=yOGg7Nwc0<1mKlztT$*COdD5X4XgG7K9h@I_6#%jLu#HMUJAB)(DJ;AE5h3@
zT5|L?Wvz-2tY-|1KhB9bm$9&#`XP+`Z>CN#^35Se7mey$t<8+&!4n$x8Xfsm9+^{T
zYuK_4a?PS^^9MOzKZ719FmD{$lYZy9NW=l{WcCx>L%|dAW7#`=>*Pz>PdZ(=r8$1K
z8Dwcw<&fxOM>4~ug1yXAywW0pd{5G06jV@3sM1(4M)G1KUmIB_w9lrtaOce#$3+u)
zy`7YUR>GbnVgx;j@lZ3g!HM{1@DP>oq89+q$6S)DnwHa;%{6F=7*hV6fKJ99)M)1!
zdrLKmUEoQ_4nMrTzJvsjpj+#6L5QZ~cpo1ENdrSZH^<uw1gasQ$2L(XAjeqUMlLbW
z?&?w8ub3r-IkBUN5}%QD@?RZvaCQKV>7rDWtznfc<`E)~)9#&YxL{;@9fH&Y{G%Oe
zSco(9ae&Ul`Itg?)^6Y?$-ceswE6pb)_#bc6M6HDf_ic7-p-9Xceicwv~s(TIx77f
zTO3A{Up9;nqdB?}vv{~OXPu|$tP`8&YE5DN`Cs~Xzqa|yFPE;J$^X}@mw)Tzw@&{x
zf9vai>(syR{GEUPSAO>||3C|D;zOvsi{|2VlnIZrFSp&Q!gy40%-mq6aD!2OcLaH+
zzJaIzr&zRGv6Nqk8=KSKaBObA5ckcI8wm@>B>j?AScrQBkTU?GuR5(T_U`2mEJWVT
zYhaFZszRJD#Lf6)i@*ibSf9*9V)+Tn$pyqOapY|$(pSM;KrY0+DaNe97UJF$W8l@A
z4Q$Yk55l-*!bLMxhpW!S#8wb5W7RH1BEbTowwi~T{DQE!6}8Ymi(w|V-qJH+exIHR
zQ~mTz#D-1JBp-mZToH~oJrm9a>6r*to1Tf-wdt87$dz06=|w5fEyO7r;rXDe;f09b
z8G7oVi0p;TLQ?cyYDYM`6K~<nPP~S*I(m)I=qN2Vo1>)RnH<%x98buvC}`ryXrGSN
zU4o}Y*(D3JOnM0;`;OhQAgnkw@nM2PCFMZi__>rK!?Duu@E_C+IY)>;3T$eX7gdo+
zAYHQ{iXaBAh_ot9-to2?Da7GjV})eATO^8lpxn5S-aa-9(6gw?B#t~ZR4KV=i<i))
z$`nggRh73ZTu3i7;sr%jMz~pvspAD)ynvuiG>JH&n#A?cx@@=rrHFb2X{r!(jUtYg
zXsLxLlC1b+=5arni?3+up{k%^xGH0fr&esLtSAI6Mz69eRU~PxCd(w$!<`haXBB$=
zBMKpWGyO&C5q23eJ@&68O(x1BB>BVcL{fhB(XH5FA4<b+*HD_=XB$oyJ6%J`a-U0*
zK*yLm8ny_8ZOM%o3p+4WG8)O(LQLw55@D=lY>$RuYRXp)K8VH+7UjhKgAkdUl1KW|
zEc~#A1%7|h)x(I>n=6ll!|)M#JUr0hv6a#RJVOqPglmt*5;P^j3*^S*;*6csUVSWl
z*q75=In4LTosbfa35WbV4g*{0-SN@mx0XT?n?Zh`0LsUczt5HbMr7xk&URnJ-pIV(
zNF8A$z<1fvwyU`JJS>zHHJ7C`wizzB!m&RYmL7lqsIfUt1*i2KQG4Z7^dv|>9#;Ko
z&2Qo0ybQnSQg$`JRIaR4`Q&`g*fyu4A~IQ6bkx<kdIOzWdlF?02EX128r7Dzv?wlB
zSKWHSVRqr#ZQf0%N{@qHqwpI+t<$g9Kyry(xwEy^)#|FV>T+qZw@zE?Vv{K(_8iUa
zV4Q*ZYt}1xOCda_Z$#vRJU-y`7in4t8nGlQX5E6mFL*Ap(M|-OqN>7*-ZE!)AhRN>
zEV%VDqfXj*m+ZxUc!=mrh_M{h{k9)uYwcbisFp#>l3OX~SC%V`EO9fQ&>VwY8`!?s
z@m(Jq_MLtQ2(gT|i!gF2yUVpgRoiBY{dq|W_U}VdUV7+?>Py*rb+uCRmbHZNU>Y@Q
znAA~Ygki>y1cpp^2x18JJ5s_Kc9bkL%ow?4uyGQ~aA^|B`Kc1f0OKW%Atw_hhMq`N
z7&u)t7$W7DB`4j%Y=pdw6_at&F-j;#$iiq57}N799iG<DW4m{vUY(>fhx?F+{>!zN
z52abME7?+QwNUbkJo3|Xbbm9FlW-3~*bY+4$Jx9DKzs-2S+V3>S1_vdc=QRyr18DP
zWUp^-XiCOoODQVN%|nd#W~()TZx0-_ra(R(i!{Vg_1uPc1DgWirh(KhU<y(TOG|o%
z_3npPw{a4~r=XJ{9#vkN@yBr6H@0swRTB_C4o6!4$A?e{<9N}KK6@KXngVxPS!uhi
zctbetn=n0aFap%y_&yzrf>Ej86Y4iU*5)zK6n{JzQ!bhR#@#^>z<d?4{@1%5oR(Yf
z`*7=`rz>#a!Ra~9#~qHj|6&|kRl+}_GQ$Q9=@;oB0VZ6J9zB9lX&8J;JwL)t_BqKh
zMw0S-agE%DaLWKWCp89GXu-~l^h=I@;O6BaKv0ivS5pZ7c5>KxM>+>eKP8ltNXSbK
zE=aV`*26lpQ`@(3F#@57OB||#XA-PJgr5=tlE-ToPJ4C++e*#ufc)kN*g|RY7A21=
z6<Cdc1nC2~WWl{p0n(Wjg2+qn4_T8f6aXU5!!wOtCT-Q27hG|Cwd*@Q_#tX70fuu2
zkJ76L6xahR$H!41;|71K*3)wH>}=OG39$$6BW<O^!#2Vw_Bv68Bb^3UDwgX=uY`*0
zWmBQua^T3grw~c66eVN$Ji=|t@4}(8S!?#SgB4TEr1Jac{+AnM7`%xoDAru8BV`*I
zaBPbi@T`cbB*!xfMT1Ho`CI6<EDCOb{)CBDL<EhG<e0BiL_)*)*!byCWH`hoE@^s!
zCmw0}{J~Gv8<9$9V{oka9{_*{ni0C5tO1Y75r~m^EZMkm@-eICKS0W(Q<ACQPU6$<
zcH7dXQlttaMEs-wG;A!Gy);}D%NBsASiX)3R4>c3<>@?|*Nb{}otlc+16m~hPRbK&
z^>#)dR;vU(n$>&wGc!M&nIAqy^TYT;M2|;n@xTA>KWJY2#lQaF{Ik=)_)q`X@4CPG
zH~z)H{Y$^M{~Q1Be|7fTf9~i1;QOJ-COsV$+rh)2;|SW)DVEPDo5C_u>FzV%q;*>)
zTre3u$a!JrV|h7MG+XSfW!8lSVGICP6J$r2xtVZ}x^-)Fhcno|kgBpQzDRv7;nH?1
zzG%<j2Ed^k;fJ7-Hv%#@5`r{yl;-hk{EP@$klhicQ<8N2t1hZvhdb>qEUY5DimrPz
z+ff@eiDKfNfy^~8Kmbp%OAyxbxcdaU9p-~vZjISIFbnACiFOn;wE6HD+YFf<`08`m
zWQ|jsU&6L9Lp`AaFlzv1M;F@8Wgwrzv@OxFg~L#-t{_{A!Zk$q>9{IjHw8i>lPg>o
zUy^1<6ajcc-B5q4>tYW@fEsIE03`ew0AhD<GAOlQHy#*^nu&mnedF=)yx^G}lJ;Gv
zg8q0swAh3K*d1*D`B{VKD(17=N8p9hc!acdF&+wy9}gtAHO9lmH#y=lonb>qyLCV`
zY<v}wQEB5DkuPtr*(V26IOn;|F5QI-G{XU&EgDdCpA>SVCY~aob4<z?hub7cOvngB
zI}?&3Z2yFH9gesWkT60jy~t$`L4s0cx(5@+VL-8&p)c^F0=TYN79fMsaRstQglJh<
zjo`cpe?BBl#sD2g9Thd&c$frc#OO6@qXVLG*hqfD6Q6O=qsFaSF~g;e+7#HtF>Au|
zh#l&C6KK?UHQ~}ms|hnff25C86VcE(Ra>_|EJ3m_O=<&{de(RO;1~=;$H&2PC}xg_
zL%_ragv0ElI7JC2juV^wC1Z>kI8JO#mw+wFym4Zq&NO^vK&V!BkB=)fZQOhep%m?m
z8#W#~!pD)f&y`Ul?;nbt(&>yEx#%P&TuD1JNMjV~wmgZZghSXySl%#fA_&#5LqId+
zYZ&Tqu0a^xE5?B{=Z^V(XDz@E07n}|<WR($WG56EcvT{p|CPw9QNbXFt`1_n>mlj@
zJOq0KpN@(t7-dUD@D;&Gf((v=AF8wCFwAkRE{g2g8qlrhh(t`WdfQHqBKC4r;>8SN
z&QiEwI+GS>!xY?;0(Lrxp4xiQ$3fp<w?W6wj~Y%Np=If4*{MCiElYgFtO7H8dkzsO
zViL<3u$eB7)FrX{e(z5;ffTE??_)()qa*k4zRUiCiseRx02?7zTr4J_i*PS{m*d6a
zmUl$<MNm$PNlFxYP7RcDogyGH;+rDsDlU}8-Lf@W8&b;<g0<iLjN*b;2mK5T6tJ5S
z(7ogc5b7ZYE;(-?4j2d<AdIs-iYMD~m(SA0@f5`&Rv=0wET>${FRkYD?o!QJUanM}
zlCxSaIF6ThSIVB3*W&&qRpKo*m*H3ln1BX-5owR5EF&O3q*HrNlE-YAj@@#4oF<Q;
zWZF=$NqKA*%e1d~xbBL}%X2yfVusC>fhtwTEf1ll#Wg%!PM(=XvcVSIgv|i*P+0*)
zv*ZQmk*p!obz8SRjZ(K2X+s503w{}#k*9V@7y^}NkY-MlCku=!(qa*!$EH%l+>oI`
z!@OvF<)J3!M$;t^!}K9SB_Z2t%ra+X&v5EcAsL8tDBIp9;n%@8=On)j?n-_ovG$DM
z#}4!blW<-Jg<NO-7HBH$tIhtm2Hrq}zB3Y(G8yUD(jg_^ww$Imh!Te7C^-WCmhV9W
zG9h0Xg&o_6ii)p~0wejp<?L4{0N(2R8zOqJwv+g3I_C8*ERdiJ**IqeDD8i4_<ole
z@ii^07*C#$D4mdH#I2@q*DgZPJ~FyZ!m4qX03J~c{DJ;SbH?_#p(kN*#Tt*S!?T{7
zXEXdCmHM7UD9@E>a78&$-dm~MuPkM|!CsbJ4^`~dXa^{vXWqYdV>_B}b`THKalhiU
z8bB|LxclhlGQ1Gz%8GnZ6-}S>jf$!HWaDQ3sRM}l<UuSGxM~cAl#rPpMSJzJYU3V0
zaJ0-3K0l)j<F&9b0dcn?1;9ch!_;vYJl3;_>o}r*t|PguoQG(P(IA`?U`;R2-(g%=
z(Za0K-rU&OST1Wfp^0c7jU!%n7`SgTj*KcVxyIe{vWR>lt}w`oJ!g+UFbtumu%kdv
zsJ@8z^0<hZ+=b^i@QJlBzd~UD0D(&onT(#U>^iM(GqAC`V0+^In_j2m_<if6ZVSe}
zxbWcp2kPmH+xH&WwT9C|@xTte%Zr&01p;fcQ?nN{H@$Yd*|6Tnq6)u8n9aq^RmAmw
z2&3I=&F?+1-hXJj__cAiWB@5z&k8%+0AFo~XE37mr(uz#OoL9tUPnKk;*i3pVQ#DV
zbb9VA0|4t+c_D;25RE~VTAPz}gX~-+-X!yje`)h`o_p%+LvbYHSYpvHzr1Ftz?K2R
zh>|eNsF!jz%yypt-e@SSEt~Bo)@9<34iQoU*Dui0v8h&jw4%ZiE9g@2;|wm<Xd}$p
zLm6%pmeZ(PWrC-2UD|T0xVy-O{dBj6dsN7L8<9Ba79NkLK)B-~2(TUvczGt~%Zt_)
zkQp;w@P%2!eK0qft_a6ld?bZ|HAjzN?jY(P{d_bYn4Zr?2uwAM<{}|5ji8sWCEnP2
zNQ`E!c0$Z((hUU-n?q3qM6>y#q=Z>M9Jul<sRY2Y&0ZWnoIs>kf10LwG^_*&bBr+Q
zdL`QQe;H8OCv%9~sD1J&G6KQzBm<|Td%8JH&j~t@<fRld^o+QPZ3h+{im1~V!s4Jc
zPNdeO@r=*wJIkP9LYpo`h761LP9(zuorndic*I>XrzQgF^~DTk(*Z|V$)*<?*JaxF
zl?i@cTgTdMUYTknGke&XJ?vAphgJGlMPSfs-1>KZ?ygn;!Z&{RzxerA&i<oEU*Gw`
zzj68(|Hl9L#@8~PUn#u&<#XTD5}WvN7<Q;f1;@<lbPB6eB@IWAXG;BMezTKg4-4xQ
zx%!C*-PC3)DjG>V+@{W_xSO0AHGc&NTfjO=7O<2*)k;&>8GDGVKx29Ob;Qb4!^9pY
zSh2<fglY`qSKIMWsJbX^JL{EJJe;V8GS<lPu$>x4nefJfqUvm6eg>=NScplTKYCRf
zk7cThO|aIEM-<g%m2E3xtH2zNV~OG#naEqkE*W{Sf;HX{0koKj#JYr`*yx5#yS%pO
z*2=?MU}ut|X$ppz6Q)c`%uBQ`G>63Q1l~tPy-eDz$Ykm*XII{%8`-4-D%?G(Ewk|o
z3qY@in?32?RZpA(;}S@5M{CFGw&<SahtjZ~PL9KEFWl&f>oMh3!(l3KhSBly_Xap^
zc5sa;-RGHz!xq)cf5jocAQ}$wZE^o*zq^ZDX|W43=u0PBk&2^ei!Q|^UvVPyClN76
z$I0aSf0775PBtkE?Lz?H7CGg%_UUri4$kPCeWF7dsa~?K<HAx82{6UMotFI0(L@E^
z#JU8dR!U~eR=RvTqk&__sREGx32m{Llqoh{^vnl8*xK=ZXFtI#R3nfNyquLbp%^fn
zk5l@0$R^@lKu{)vI$hM6LpHOjRNZN|tPeyCRQtUMF6yLrhxs}lWmra%DB_n2i&{i4
zh4Je6CWaWeqa`LPtt@VJ!#vr6%!Fj-hX{ueX-x5Gl8h2jB}2wQq9{y37MrVVIxpbF
zd86J=AK%0%yp1ijsmoxcK6M$j86UQXq)7+v<QC&s#qhjSv=X<FGWZkr&2($Chs(Fg
zo<z*cH9MyoGoc<dXuxBFZMd!=xvSMU6C(ZIc>csCBgrm1N|F_ti;qVy7^7{#r-e67
zz{i(W{MY<RFrgPMQTtRH4i~7yFCi|_i0ItKec7}%q#<LB(678_6pB^aSR#G|Ke7>6
zN1UroZt0p3WzaB8emp#fVw!wdBus8#o5Yf2^W=#muqJgCnLOvD0imZBjguQtC()Q>
zqCB|)bt*=~Nck|Zg=WeVhf7W5UZSD$6F~WR^7pwiR*oLQ(22%L#1@_BZQD`SCUXZc
zaDL3#sgDr^l_$N_#OG<pFKptdOJ(^)c_brvH!$7)h9Tz01w+(;iN@7BS3Zm+JO&$o
z<&HmyHPN_6jG#S{WbTSLY1H=-8y3@i-27Y27K#P8?3DQK-f{W5jg0WDoY7<{;4Jkx
zowxD%9m7cTQ$6vvcLc0LHEE3_k!Z5y19Lu+xcM`n>zE;&p`fOOi+g48pzAeSo`0nZ
z<L^%Mfvrt5&)#b_t&e{FS1C6}1iy+{a6$Aw&q1rHP%7gH#Xl|+`Hfge90=QrSjiCE
zVbOs5b2=2QjZ6|St5o}wFm_M3pZGfmEf2f=Ex-FvY-vPm7Q~PNf6Mu7A8w<2So7Zt
zK-RsT>)90xvFOM$W_S2PQ=kM~<_cEPunM+fYczrO-HTT;*jP{yx?VQ5I8J4l!;l3Q
zQ~fZBs2yFS2z@ZfP1L`}H%F&^t{+&@7$?7?Gm(Bu_a?Pacd>b>%cUa#BBHi9l|5^)
zMwd6zrh3$!!kEt7-B`PJYh!j)yIfdab(WS3E6c@t#Vc0od1rQ1`xK9A6Tgvqz*z5p
z_S*m1_{uN-Sp6UW53k=Z{9oNa9K1bv?{B|+`R{-Fo8P(o3uTT&mogZR%314S&~XIM
z9u?PTludDxtQ7ExjcgV+wJ_s!T51X;=3t2XiyICt>BmSOkyRW^h@>WfZObA*!}`D%
zr!yJgfP>#aTwhNff#jv=abO_B4>KoF<ZwoU>j-uSm=EPLnZyHQV>+FDWUMCc$%l#u
zou@?(^z@eDL9xkGB#nk2Qj({bATp-N?}W3)NEv=fA&DlK3=;VrH|vZ5^GniHH2H8h
z;bb>?rN9OOVK^tMYz<DX4G$6Q^PC?w7#L|SU@T;k58V?MK_vgNt1xAwlh58so|4bf
z)j>K|0luSd64ODK^h7Cs`KYYw@&_Vv*tp}{_|fg;tTqlBhYps+2#GFiAvoYl;(ooE
zg{HzgfE?#UA0jL9s3bg(RAFo?c7D-H7EU%bk;i8^-cJMT(?U>$y1|jCAUE+S09lFW
zLpNkVb8(=mmO(!(p-ZOPmK?E-GS#+t5+38U;PG)C%89{Yk}=f|e<FL5PYxmuit>{i
z;Pz54M_ZH9i!fXCimSP_U9g1HgQ<4s6KPF4LHMTWvv(j$^-jH-1RfT~@Fd~R;n8T`
z=k|oqKE8Z@u1*zr^Wp#}1VbKfdhs^WRdL$8#+brMBCU+9n8{1IQHZnCewmK+qk~bk
z$1COioAWh)zt_jzZrPwwE);1$o#r8!du1!d)q1J4Qd0y?4yjwfmAoV>>0%*4)i|h!
zwz8g|+turH-MDokr)%Te+_1NAtd&+mXU^#fcsUhYJV%gp;D)ASdnHBz>d~<@=B97Z
zNOYR*@`3mLMlgSzPw0h@aRTji`mjCge1G75wrJh({3;wmt&bfX6g0cm-KK|IT~y6q
zOU||4Z#?v`>~;or*WYF5(HOB12K;5j6^SA%1HVjcU(#PD^w!K^KlBu*p5RMUGB^fN
z_flmbQA(E10D}rqVO(l+2IZAE4*7tp6P7b5#3DF1mrs~ft3_}YO~F@}WHchpk|y=<
z^0ei1%^(<f>@O8LCs~>nSIn_Acijp4ix%P-c_PkG&vy{>r-rQojIJ!iF&5fLHsQ?A
zuEBVfAt3|^)B`y{DLU%tcD!uQ2@ttRpk3SAgu`iu&R{-ONEZn^kmq2ni2{_0k!(rE
zscUd7VjxUD5i}Uiw(TH{LgaO9x>=~_xlM;;CMWJ0A|%C&mQ$;BeL7O1qmfUqZ*FZ{
zg_V4ENfyWPl)GoU-KHo98@@`uxRSfQxxHf(s4YM*W*(tNx^oC;N0=wnaCp?BC{Msh
zt*C=#upNqV21cU~VZi9%CLx?Y$(0dKeLA}X;s2V+?9d?;W@(zUx@{B=Nk@>vUJQz_
z3&tQFe#Qtqwb%1%*rlO1;j$ulKobr0OZ3o5m+Sbh^{G^z!Jz$a;UcK*wnC=0nw<e!
z-t_E_*UzC<xdPphi%tMI!Zy9TSzi>VW{BssD6Cz51hr|BSjcXK%6&k0Nohi*2Qu}a
z$tjQ=crYaeLHiJZmPe7De6J3JT*W>T0*+G^($|oIt0LD(sbE$)6u4+#%w*PF7aLjR
z&fNm;<ak%=VkSCJ%Ve_FjazH$StVbWSkSVx+yuMOBt)))GrRCnwkW<fq!`jqm00VD
z13Omg2>(UvUGZa92foVc@bGl1`%bQ}YsB-Ds+0^TXjsspC5^DV*Vik>k{Vug{7Yho
zP+(raF2-1+-)`mndX0cCE(-XiVyO^zd<r}PDfseAWpyk(0Ri5_sA$<ZJpBMxms?V%
zFt|Empj<ID^Ltk?hTsjqPg3$eYtd0sXcTU{W!jaArd&P%B8<R76cMEy5L2;SF-Za@
zq#O_z#5RTtDVHT%?|KLiKwCPEW{(H8!P+Z4xTOl~2Nu2nr2e29I6NJ6I}{nhxk0(_
zA`$@xH1rJQ>H(Sj8_48@bNLFOYYz66<NbIg6QaZ>HlcKNa3w)NKuX)Fn#|mx3vmPw
z@eR<BpuR7#c0A|;kYG933fpb;A9?hzCRsSjh_iaqxujBvN3oBTa8BsLUBKz=6Cre|
zTn9HFBl2E{F(Eo2FpyCK+zGCbD!L*Fy%O60Ua_qmR6<`)wHHVG^CnxQ>XzJj@5+TB
zbACNKGX`<z7p;WUK9Wgk$FuMOK2MkM(M@(>7d~5vF5M@dfKM_IAG(O{#skmjBL_{3
zZGH?m^cb;(sFh5@hYI9Unn|))IxK@$u0@p#;814KApu71I;2X(QiGdBOv8gF=;P*Y
zM^c2(AjH9?Zy+xH^Siw)2D$I`TDYQ*<|3jeQ%Fz*fDlsmn63a#wfoSc8bwG&`u=Ae
z>(d%OUp_=LAny=#S-sos!)XWD(LMw(q2Puk$S_=1L~O;jvy0OcL^KQ46<wQv@Pznq
ziD)5y4iZD(Q3MxiQ}scv+}eA%T+a0Z=f3=0-bcgk4?0ausqf1Uxlil~?!#NAbAQll
zbsdt!oLl|O+ubYWF0#dk2!XL^Nl6gXD2@!mE3M34*7qJZX+u^`M(4}O<7_?2J<y6J
zUdUXWacyB$DrMXclNJdpF|N=-^SLr3;D%ac%)LH5zU=GQH&sn1*TuMq*E`P$;~9tj
z&h?zARhv4nLRuxqR7QlQr?d4=H(Lulm1#uoNW(K}I<wF)UlB_z(7}NZBr0yjaPSRU
z!qI>8b1xXRYIq|p@sV3BgJwwG3BYL33>oJ@W**_#8E4=Fgd^NAe#TIXpPJMS)f`LU
zj*kf1nJfa=Vv*qu1#gIzp7fRDOdi8GS>6D5N{4FUJi?`=MaUs&(+Q#`{q_=lk_#2X
zk56J1MxT(R(8wZ!)i6jNf!mleN=ZwHJ<-P+Z(r6e_8~;wYI`F}@>v0zZQ!HPrvmfX
z+rXa~Fk<IKfEz7-Q5FcVb%>S%3gb_6#z+&7&kL6#*$&#aijF62DZ&#=<<16FoOuU%
z=YE+DDCXYq?&arsK<V$3oH|9vlm0#-b2gk<03PReHk=gqw1)rT8cy7-=c`zRheu2C
z@06K))CZQJHBIJ^%)~E^z-iMt=Iodm+eA~ZGl)QexRhA=$|)5uL7wANAVD09%-l31
zA>J%)1<wlRC9y2aHG=!Ryii4+m!Tk9-QAgm{LDhWS}D<u6osWysk*XSg2O=NDO$)6
zOFS(Y<S9H43+r$Fm3MyOcmC2({Nc}iu=a2M>B8SU^&h|WSAY38u6+3W{#$ST)35y9
zKf4$o3eop)=~SH5=tgbt+HO^$Ix0A3*634MqpQ9<f;>}_{l<#0PRpvGL2PhLHpa>J
z>+v)GR4aC6E@SMxGIAXJlo5|9>C)RNPvxU_?LUQ+(%JER?4Www@w`1dpMTu*d3)*u
zdfPlQ$Fg>ILXTs#$F)MRKPN}@_7rFIBq*~(dT-dY%o^HIzMPSaJ<usVX+h(xe0EGf
zJErI3edCzko}JT^S=;pI^qI`hWY}lTm<3`Ym>&L?z1b2S&?Yp%P4;w~#2j~G2R>!i
zkZb@8Z@66;9#A9;=?8`uTf%=d7BFNa7G(yT?sOM5eHiJ27l|AT4=@!l7S1!cYCZA}
zvla6lVPehKid`{Zm+TeuwHSS+n6kR66$(JPY`#ZOuh<p4Z00VR6|YcW+mwi}LwilY
zlJIBlJRK-1EZfW(cj1ieKC(O}>8JZ!_d!#F)7=fj<u1`vQ1}U&je&dLl1;{VBB&=Z
zZ0HYHiRxgjDpNQGuG&Re3O!t+aDfTlffR3(B0mlV+8nk9QD!&VH30@#{dgLtxImZS
zG&zipj7wmGO4e2=k`NkGMa5KB8&>uX$yRMRf~J5&mI@Y^b(=nqK_Mx_!87F^C5nvg
zp@dMG2~jfBI4i9fP)|a1NaO4nTk?QO=Kz}%04Tw?bZCAAu%SPQ2=sYMjuxIUq@;mB
z7LAw-kk2Vaox=Z0F0luYj2tEl1}=IOWh;m+i$5XL1)(J9HSz~rH8Kx~q=~Ykq%KR^
zY3NUtH9~rddO<M=#-FTrR7qiJpzw;pWR?V;LYh>OFdq%E>d)kAL=UUJl|M&auB2K$
z0%9dk=E2sPwu%Ulb>y{`I9F{uus=6XgAY?#C4A(}s-!kbo`PfrAc%Rw-?wO=i8q9W
z=VMdO722RIJ`(h8`XLLAFol2lgpRSdCq3#CQ<agfwnn&w!^C<hffJq#L3a<4dC9>P
zK0e$UVnLa=4iP)%<vyEd^SSEIVdFOfHXlCjFzCXMKMA_c@C#48g2R;e&s9hUHflLQ
zNCv}DhinTL$P$Z93+Bd0H0GKo3AHdTvM>*zv|p|(J)FYW8cw;M*MmC~8AhK(bHkQ$
zrK2uW9}Ppe?l1`dz9u(U;BIzB?Zl7^Cg+a%J%0_<THZsaHIV+VaL;lP$qMep{-D-}
zgSc`)f9_W!X9UXSi=3(8J>|-PyY&Hi^f5BHipDTy-u=#b;*JLCcD{4|qK$ijB5CA^
z)~zFgl=Sry&UtX9f^#>BYS#K4c<z#W8eEk9E*zfPZ~(P;ZSwaNPFa+PLU7<FPdsv2
z_4aCBPdG0wX5iEYr!OmjiHT>y)9V2|)+y?pC?MkXZszU~iiXoedE45A&o|DITW~3a
zix%3LK}EP1nViE~OahRg2!dXbOFdWnh&&tJF8lyH-M-asf>ye!MEH|u9wFE=oN0wu
z1bpDg^N((Z!Y-M(ZAiGu8HX}>eAsk^d));kVHXgpuLHk*aVv91vi3XY%^Q#|Kn^c(
z3$zP29N*xV*zfjelONuQ7j9ptP+u1^w6Rlb!H3^MN8J{;BT+=awunRg9e5DN`cq!Y
z)B#^Qs?*^ENWOw_u7i);MO^gMtTkxm-$b90NTL0^<QGYOIxH>CIvmDPG9&6CY69EZ
zM$AFwpcsipNZoxNo`VQl-Lgr7w!QD47l_+%w})*+AAb4z2I^A^QVj>oU3IF<E7j%N
za-jsL<5g$5>MfV+<zls7$$QR{9=1Gu&&8@58dnVHnBO?82nRh1(3Fz_nnVaDS|%E=
zwk=ZkRx0-^OWAI)mo)%XS7!@$8GB3l?DCQhz4D_|VI=a^<FZtB-0IhUs`p^mhim80
z<j@0RmX({R4-^7s|LZrlM|9GVn4~1YX-E7WB%FR?O#GC3#wByB{`CV$G1#a%iJ@x5
zB@<ILl5!jZVEE^f7{-Z+1>vIf14StlbTistk5?BX%}v=#=H3}>rz12+*N3O=bGW<y
z4E~S*y{=&}cuV$*UCNel89@vz4T>l{+%J7;3;z4iyX`F8mEpqNtXZ-{_N6v%;s(5Z
zgg9wiU3hp)SARupQ+)avT7UW-+CK*x<qaMdlUms6G<ySz8Gz4Rov@PwdWN||Ujb-v
ze8X`(D8i>aa`xG!`Q)~sL{)DUoqEa3=j-*QTFtF{#Zqn6DOXp@EBTcQzT#D_thpCn
zl;!PfVK+%!Z^bk0O?bQe2t}akntLY|!rt<|7QDO}@{J+LJHeLIZ*acw-owk+hv2wQ
zd;R{P--JIn0urcF)(Bv@j%x?*k#L=Qljnb5NyoR<4VrtZ+7Ye(q}g%1k2nmGW_4}K
zp+l+x5|pN5xucTC3Xj$wjVhnS$L`0X%5&t$F5VMLLbwy&#OE#!lBC#FG5y2kA3O!Q
ziS5QP4Ll&z7k96bp2FE{L(I1*+}(09zpBc=+6}U_0O{;f5Mtae<E@ri8N5it7=>U*
zP|Ugo*HL9&f^Y5~z*jJRD`Z#mOJycz%3o&RpE&^grubGS_H0gfc*?i=c2v9`w?1y`
zLBG!bKYQ;QBT1H}2}M@q)ALbPUGM6bbxn6yRZqHyyGOW3L~d1eL`FtFx-%=YGoq?y
zW*chE&CMgc)5AU5ADJ1&unde~R|~9Iu`48A0v3r~B!m`$009~egS0ym`~V@Xc>F*}
z3j!oq_yH^u3*Wi-o@@7-T{Abch^(ra&gklNce8WPJ@?%Ac_Jk)U-zU_wCNAde1AOx
zqIfDW%D^ZNIaAO)C?ZjB&o{S5hewELgRn90AuJR^2QOFgPs`ixKA`|zn>FvJxF%0w
zKNW*(dbdU+q@G2r_JH@kcVeZy55h-OdSef|gaL&U;b?g;#vm2Z7sUom!9Mh^_I<M2
zu#@yiq)QPOmblI8^9S29h%*I!k@-0(UQbm7cZ*6X;2-7!<|e+a?owC1ZQWB>y?Y>-
zqXT$r%k|YxJ*e0H7H($k)kffl?N-NcG{SCYy&mX&h$S|!@cm4nscrewK<~tFI^H4S
zX+o?TxyqmHRui$yG1Pdp|7ukE74L3|o>1eLI{~{}0>rg0#O6xk=lrea%E5GijbRzv
zLOWQ~`^aQ^fTu0-d?i@vDa_x&xg0@`reT$ht+3J1E`%6|y&kVxZ$ZE^oX{DcGBF^`
zA&gNP)ke2>++F7%d#1aNo8!jPbkf_7yFwlVWw)L4e0Y$OUpon#?8nUW1rMSWAZyF1
ze;guf_Pst9If~BMtk+xEa+-*q{}bd?fK2Z`<eP&oUNjr@0-<%q-#hl}4=|c$Jz&^?
zsoOLhA@v(?F5kCn_+Z#Y(t1%_awB5O*VByymzX(Aox!MsNR+5<yri=qFb4Jcr|wF7
z!Q@5qCJtzH$x@fcU_64fl4b^tdM~;{p8o&b;%b(d`hz~qs7MS6?NoG6-C+D19*M+5
zh;=Dy8icPD_71T}rN~n|B~Y9%L+CCfePmVokr2A-oAUI@2>8b67{tY+N|_szYn4i)
z1~K%WAAlTn`h=z421!3XrpEiw+Yu+vjY_3i;|n_O)f0JR_d6t8rC6a64)47Uc^}<)
z{~B)E@|Fwn{A_sGA5!qMjh%g5y|2U2P2u+5V@6gvh}~4@szV@7DF}z)L&PvcC?67K
zQ*=JA2=ZPC?J<-l6e<ojaw>XXUr5kNEK8wKNpb>#_f4=NL`n~442iZW?kN6GLU9Ov
zeaHu-<d@j=Bkvt`mu0Th#0~ZxZ%MzA4d&;%XCZ2MaDV5{Z~T1eF2zHIAo>W0nnYiF
z?}-So8$Vw{Xg(QamF@zNZ;-Sf(jEj%b&;WN$PPmE8<Q0Ea1IqAg3%%N+{Vv;zCr4V
zbfV-4?S@cL$idki_aBE7H?2t;rO2F$lbl8{Aef<#5baKnh6&UH{T?JedVtFA6Fqu3
zdV-L-vjK_s359Md4xpr9;K3oo%LZ7RXvk2EK0S-F;&19pmlu6g-oYP5LtJQRJTYg;
zvvPQJAf_4WR%4sku{or9Fh;OLp){c%GPLh7d?Ml)5^;zy*rT-LB%GSUE2d&lDc4G}
zXx^W7YW>j?t(uc1T3@U6cD1>Vv@TESe#o1&=2wjZqIy{R_Go%cKO$d>ZV0`Uk8NG)
zLx?3#N;Czw&9zv#^}1TsxM&)E#7FIzB(2eaZ~02F)?BTJjm~nX>#wh_tV09RY&IJ3
zJJ-i*juZZ3Y|imQ{aWm~oOAq^MPquV#)L?hRcTvb_PX`7wym;cGSb*<7NYU%SM1Va
zZQys`a=c4O{$dDrN&UnKxVdV9i8bdtHhT3oQ2`^<OzxC8R;A0(c(A!-7ksw)RjBb<
zTrsZM5{@hZTD%)nuX7K)aeF5YVG5b_7@6~hLnx-pvgR2oWLY6(3rDg9Vfij9a~hX;
z&CL6~5)&rBG|Jg8dVx*3gxs@7#xZN-hL*j9R7iE)LAc!6fz(VTScwO(L_j2NueQQ^
z{DSBNA>y>qixFp9pJ1IIAUysM86t+HE6e=*26<y$@9%v)J7CR}f`8;b%hQHA7(J;D
z!pAVg(B=)=j)mTHl>ExOgxR0IdllvmKI~fj!MoyU|1Rw#d*S$9aeC190<VDzgbfO=
zdYgm25PHk2bgWnOc&%>Gg5>}-Qm`0USzlfCTPuzAPII+eUk`m;x49o#^7tYO*MPEi
z9l^<Al){X7J@&i?+HiW~*KfvO?}P)95`Y1&XaLbVeypogjY~XNEa2zFdO_X;SfC)-
zKF*K)>SccQ8Ek7d$75f2Be(GthEQ#*-MaUHOEb)GmzcQeJ6-zt{Z*;&S?qCZ_DYtu
z$JrgAI-7a_+U*_ty=#Ht0m7eLc>h@sloZ_%*Z(YRDW2`F<>0ljypX#<%C7ZOyRY-_
zT8`S7b!GRgivlMMaS$Sy^7`l$KRh<X=NkqTXS?ez2g?@F!a^z-QJL7hL~nP)$7L)h
zw|2-d8v++)gC`|Qoe&uWAOyjhD7F{cgEr#A+YR=IRmA^Y%f2FjO&j)1*!w|ZG(sL2
z3hoX0lc<gH3%p>7NFq>4)}VG!SXl_$Lc@>{u9~>C8rF))NHBHKNJ$Qm6agteV3dg4
zy$bnH5@xYOz^pGybb!>rloZO7k{(>FDFp(_hbp*FE5NQdgJB@W(1!qE3`tNo<Xh?@
z*rj;kHP?E*cH3WTG&`&9<<)jT3Df;fH*Br7T0!XRy_HR--k|*l(j+8q819UNyGXuM
zqstqQjBnC=dP*sIl%5I+2P~M1fC-->i2xVVpFF<1C%-hwLGKvOziM?pi~Z~adySjB
zpIM!udY}8@Ew!gvFjdF;qeo537e<(VZ%Zkd`j|2Pxe~*(;JTk|z1(T!^OUXTzTFMS
zu9DkZcDuPm8wssY((0?S_&@6v#pLnZCYYF^b$E7H!)86oJt*O`Ac@$-uJhw9l7veY
z2bsaa-yer=Bwg`7piE&^9DJpnWR)cC;*Dw9&l(z&TG#g%uM6uujZMM)4eK(cHyhee
zb~vTjZI$)w9cA+Nj?{wCHZ(gVgS}{bxmqCwiI1FT<2@4Z!zf-#S0Vb9=JFA&hs^_d
ze_#$c9vui{a<b@GZU(d?LC%hSWRLRAbdVniB6ndlh#dr>L_|s0%RzHP+nQ?5Iom4F
ztB0*tv(fJKx-0c?x#<V(ptBN$-Ss9}c*8J<$IstX2wtM4pYBOC9%{JZFfYZvV!rT?
ztox6+8R_?6w%$5oZ;ad=;=UJ^f$rr#rIFz(?Sfm_^7)Opq3MEKgUCR3;Vr8Hctt)4
zmh{qY35+3v+I5m~GxAq$4D|kv9<|~Q8r4iMcd*lH+mZ#lO#=JQ(J)}-V*54APey|f
zsUy2ct-~-06m)HmGMc;{r%%}YqccWN7{j-nAg}@nkx5WrS-<awLYt(@qjvAph~?jL
z0&la$3fKH=*<iTwM+3v%5YzBw;k!<B(x~Mo41l;=H+2e5+jTCu`69t~b{X0CGAc!q
z#5)Iv4Eatr<X!&@&Fmk}2Q@L<V}Kk|YS&X|j(m-rb4-^#O2zA~Q3xL(25_J!D1L2E
zB2oUv5n_P$^*DCauq||SjKWdFwvfX~0DF>&8n)piCjab#Azt1b4Z36(odu$<9t`4W
z#7zPj>4|2KE?JL+sA1wx*a~^U?q&<_4sx4Kp*-hGGf;kl#aauJ>_teRymS9y$QCXO
z4*uL>^W@kXBMRTeHHK+$;J)V{bu{lBeTOM9>gyHI!MXc`u35!v)@T+KVCl{v;K6wG
zR5Qsz;LfhmczZSr?Bacm)R%#7r@ekju#o)9Mzce`hcQi#MoVQV1K4YWz_vT~DHg6d
z?i{4=A{&|Jt-ZcWEVzAPhlysVV~o%Sg)xUI3OzAXlm@r`%bB=dGn`|(2z*A5q=1+$
zb1>)=k$;V=ag2&j!5xEO$DIGv7*??w=oC`}i=$O3Ht562Y%kh?>?W`}wD!sF%{8Xb
zJ}{Weja~Kj@NpmhhLn1ai`wU&?daTNA2qfg8)ae?(W}}nET8YsG+LV@iQSR}BYLFP
z^lKp(CleMutn3*P0b-e&hEH{M_UMbi5&{5y0@;2V1~^5IhB)nNFQWx}X4x>BUS?g4
z>rbPTip}+#ILn4(kvfoz+H=kTu*4B|7u-bZKiyz^Wfre!=~fY}trgb=`VfX5H^Jw7
z(ruT?vL~Jrrqs6Nrtn~@_m6K`-50@O_(Ypbtc_AK17!B<V;>J9R1zwo{ZFgeI_Rb}
zL!a-mo2zIrnrol!n8pasJioZxW59j_H=mv!-?7e7OuB~)&^}#51~}m}wR1pColG{U
z)l2r7kK4usJTO-8Y{(s>QEq-Q&LRx326AjxDP9@<WG@!n7EExQpA0bfz}&(4$lMm}
z4KM0I?vB_<RL7^^>K~fN1$&9Wtm$)cdsCq|wcFu<lBzO<ebl%W4oMNI-wNHHUd^I=
zn!WJexnH|JBX?>>YA@aTb=b|oa05w0qZQfi1z_MEiL0>3i2;CRqzkLfJw5pCUBHB-
zD~@59Z+EN-cqhQ3$2HsY-UPc#{)Y{QOGjrdBk5q+dmHWf*Z{WNWH5WwnZ%hpxjifh
zDt^(lHw8f4yuno@`d;3z`E>%fd~F~|bcllBai&L~z2AZe1$fsGNTk8+8vC|Ai6T5!
zKO~xU=l(s6ByLt>NbgL$k{nHLqUAfYjx^R{B#AogRmwh~-MMc`fQ06oSp<>E14zag
zZ@jmR!@fPg?;x={?h1M=$GE57isON9mVI^u1zc;4TpX2f0O6OhSt4K7?v8Ne#6|W%
zV~;g!Vy<hk)kj~@?DftpVZSj2EH;a*3!B}Jn6-l4dRSF(17oG61qZ*hN1QV6AbSh4
z1z{k2uHMI~iqbBJ-MfA#jIOeFlO7nyNP9G)TVYd#Lm;EKDK~Z|yWGRwo!ZTTzo&b|
zt`KK9eeq1Z(M_?L@eo$q<E}<%&x?oQ1e&=?coX*LOsd_{k*LV-H0u&;(*o;qEuFJR
zl-!rOB73`)?><K2YknWA&^)x;TodQ{+Sb+%m$W-my&fPoiTKJ;_O>RWGFBk~z;)i}
zx&(dEZNQ%B@pFbf9hC{G<D&Kh>&%^mt6d-XLk^d)5NnR`55Qj1*Goi<X%Zkh1lZF=
z)kfQqdBTtNnZ$7~)DzJ@hAJd@k1GJ3w9M|ckBkab81L$9mmalFj!9Un$KJO%M%zy9
z0S?yT7@8K=E7WKfX*;E>xl6!%fk%$bNl}eCHSO(5zpmX4^{VN>U``vG&AX#Rxx48F
z-R>)50b12l3K*u+W^fFsX76?}dVtXCc6&S%s=J1S);=}yTiuIHPZ9~%VBN(@B=k0c
z#9rJWwIOQ)uEA!!Y@rl2X%Ks<`V3K^+=b~)4YzbipT0;djCGX@$IS7f;9pLAN?9sa
zMxlyZ@Z~}kFBHe6HoIcD>>cs~O%x&ji?C$bOhxdDnD3}hdsu3*AuSK_-nLhh=&VR*
zPV}o06(ey2F;1u0QKK`eE$)e-6i!0-_31k8Y%Hq(cyyn2BX)~oIBk!C*h0ozO1$Cr
zbQF>}LqTb;^!lwf(6kSd@;x6`RVUc|vO%m9X9})e<KAo^DKxG~q2_AMgPor#Qe4F?
zX{-&Pro5>lTC&z~1|TJB?FMepkHaqM-Ek(vU7Iw>s^V69F@-}6PH_$Q2QiJ}2l)!`
z2;=0t<SDfUb>KZjmWxh>g>dZlr-SgAI6i?Rqk|56H(~zS0`HpDUdLHPN=|857@=_N
z1z8RalH($Bo9YDDSl)gBV}gv)@zbBp!Wl2ht}5>NL&zL>x3o7?NyMBQc13VLMS?wN
zWqFc)kL_x-eZgJ{dz@^O=e{yha9X3VS;MbZwa>zC?8mmj(mcDdM6amv!X5H0X*!kw
zGfjyY_6*K3kyJ||;tvKIeMtjrN#zcSwdefp37It1IJ(B7dY^H`$vhw+IS{;15Ko8O
zS@4tD@=ugtOEF_KcNYp1IDVC41NYD#QYTR@H@mDE+<CHZqky9_-7ljvnV;2d4CjU+
zY}$Z`K{Gvt7%1(NPRSxZs_C6_>RP%j8#PVZDNk`vk!EB@ggUZg8}wnK40B}K)0A_&
zFI<F$DHx2=f=Adt5FK_1xA`8Nu*pV_oR?wRM&!V7JRA^C*jUqVGHWJ7?a>U87bxN@
z!S<)$^SnDf?`SkbC|LD~Fbyfe5NzctoiQ#M!s=}w=5a*o6y|nE9)*+=4%wsG6p;<a
zL%`HL?>B)+)p0luA>psUa1Q4SvdY__rohB`vLQ|Egq3&)vvq@81Gi>GUhunYKDUSx
zisxRdfp~h2P6MvNE8R|aZMD9#(pnDul}5WAb{kPl)XS>GMXGMgR_n=U6hu~^uolE6
z;09^GxqHQvd;VTzUL&qS;t8VmMHUZ2x<Xz_NqP7ss$IR((hY$|JbZw-4*IHYJf4mt
zvm1?lbokkr!u>`{n8d|Jwt}v;d~#ek&lGU8^e0cJlMM#TQ<kC#kuhpBY%HrPe|0K+
z7F&LSV6d@1h_N5RU}FGgC+Xoa=L>h{g_GJF|B+|DH_~!z4ok5s(!-P;v2-|B7kims
zMfXB3_x9d!98|mG#|Yhkh)FB8c6HV7wpV*=Y@IeALU$=6eQ8fBZV^ibmrrrsdtu?l
zg>xG4CH3uP*6_+}YIHGNSjb;(Dw5X|*e#3H0##&VdOKMUu6QKr)yrjpy5?hh%T?du
z2nR9E;QZX1i_8IVBkcLJ!3ou7BXe-tH0>(D$81cmCV3d`jRk7S!sF=4xMgdBn&xA3
z^i<3Swm@}rk$p4C!8<r$`S67+GwgGqdox+1ZOU4pdGl~N$k}0Y(-N~R2Rg@iH5DQS
z+Ln#UF=BUbmuONJo^L06%3)qxph>w9I%Wt&c_MaTiT35erqRkTXVmZX{qNLi1;Sh9
zIhE~LJzhcZREk>HSoT1=uxy+n9G3UV6w0^#>DB1z5naXZKgHdQRWPsaDRU{)V@lzD
z{U@WzAO1D(LD(ISJX|&W!Tulq6+KTc(RB<57TC0EdjN6Kxd4%#5^`L?7yb3jf@<mo
zZ0af=%LRmj*H14loR>9MA`BIjzrat=L|@PG!JrahFkGQ4B5RIn$HK2W;_P+d|N1l>
zEUESzrw%S9KAQ!Ks?5u(Jn4IM+MbdWwA7T~tSN9V-s4yw;)X4#hq7&gn>nAG)K#^z
zXI=IWVKUS2;<jx2U(+>RBO&Z`1!hc0RzvxZ`;!Ao;lfUCxIX)1_*hedVo#($p|m3i
zcJ~Ah&^_eModUrG3Gq50N<;-irWPM#MFgeumNsRD{lHO=Xq2jGsaC-N46X6!Q-s0I
z=@+4QqyLLX6VQMNjw8_M{Un@GI5ipFZF7k3op^Ug;eM^6(7lV8#WHOS$7_p4Kp~lw
z$T*|o!VxDZz8Eg8p6UmgUPXpDLwMkLG{b%A2Kc1^s4tW&T<RmyED`;!5BsF?fe5)$
ztL&;ErJA**m8H;Zs<YrMkM2<}gw#23aS6vnkoHoS-ik+52uY04S6_hX)DO@FAPT*V
z1ITpf1G6~Nz61XEM4}mLDS1*l#s)QBj1O2;Ud1Q~5YeB9$%exFUgP}@9tgtm5jo7k
zep(pFZd_);5mKdE<-Q0}2!Ro&-J#S))FR{qLi9Me#UsGmkq56%N+*r`oF}xI+yX@3
zgDYfZL&#`q9<WK4D0A)@GL;6W1HqKU1%F9k9Q7(Oq{5{i$|iI;#866(3qDT8bRfaf
zRrQqGZnhgNQO6e<>yQbJSiO7uoha7M#7p#fVm=}jkGud0*^@XL5s%DTMP1v7%O@C&
zXah8GC~9St&`AxUC}bW`z`}^UMrF5)o`S?J#)~SkmKGCnTBkHk)Ga*BMr0xjiJJ#U
ztqz7FkgAB26*G5{RV(#;G(2EWq{1euDkA2H#!M<S=EaDVLa}!_Wme7Gl3s^{Bch7p
z4$>H>9#J%iV3<62uAyOSZ;Ltu5yk1sgVapUm-7Dg&Q(`Yx>2~xZU53;g3s;lQtFiL
zE-H_x?t=PA=`Kp=KX*anG=-w%hU{PhAAa7!7{i*5zDHIr1ogyHh2^dPg`E6yW?*r)
zIZx@hFnehw74a<4m6gyKrU-_PaE`QHKnW-gBSuHl@WoF9DJ>!gP>sr5@RTX*K**Lc
zYP&q5{`=qkOEh3qG{>u$Cd2?G&vmp<um?%aB<6{T>dN49SpmilB*>s<kH(KbkfTlQ
zbRZGA<~PKvK7=4@u5ReXlmfESDuP4PA^hgCl;JQLAW#MzbkS}svq+~l7C0*ki=J%)
zx#vL6vstEjJMbSNQWve1{oWBeqyp*j>_8@LlPC`SBcwkYQ3PxyHkXr&CahQm1fRJ{
z@Q6b!e#*X9fz@V+sI=p-Mw!eawo*UEs1=(Nvs-6v>xBDoi9<>OgxAGT81zBv26M@i
zee;AQ{xrU%n4dT{2}2>%w-@HvVkBy`mXrQa?FGod3yVw~aK=y>$T1pLHbf*)Y}8o+
zQ*}>L7C-aHM;pBCr7i6@<RbYF@7Ks%7d{aio$Li90Kke%;nv0w-D8~s7n6N1hP|=I
zYWls68)|fY+V?laIRuuAA}kB|iz!B)bt$yHV{f5}g^*N|?)8HkB~MaFY$!sg(LRo`
zV@_r@^;t7={+6mlpMT|-%G2r?ei4Qj;Hd^KGJKa=m@C$E+)RmjRgL449G56Kq!MZ$
zP&gd7wwNr=fkN>~p>Pmsh@c$TUM)CsRL&cR!tJQs7SWu5T*5&=%~eIg3EiX}Y%rt<
zs;<aRPCfX_KX|AvPR6Vt<4gPZc+f{j47qj3P1C-g1l0R@9M;9{+i{?8B@yo4rl`Wx
zmCx4|%U&0e-#_1z6Z3Okh2sp>x77HHFZ(w$`b_mRES)D*J9m{x#Cs0uPtG7_8vY=c
z;GnRwCa!$}2MrNX3@2TJKZTTa68@AdDZ!%^Oq&J(C8t-3p?oPG(u@!<E?iQG7Z=`A
zNa;fpas`Q%I8;3rU`dQ<4{AEa!VpnXmoe}-zcS!y3Q`UT<Q6vI&h6l7ZGU1uqu2cV
z%03mVcKefnPBE%v?5W_Hf%Gf;%2c13h6v%N$Y6!iMYVuai`A>k+c-oWk+q=l@Zz=%
zI&M5Vx7%K`ey-K+pH1WEm0jF_?hNT)<EiG!*JkpukkOia7Z76*<`(eiQ3Ri_;s%ZM
zM$FBZtDg-=Nb}{7tNlrp&OW+j$NR$Mh-sS`QQWf&38`s1=ov9~<-`-TVG?mIlGX@o
ze7dG%o!81!d_DpS@pozK_U6a8w(s7*RXbp=UPw#qv9QR+UU8gZ6~;3nTa_kWJ<TYf
zAQnz7@i+d|qmh@!jb6CC+-TLC?RtBy-s~X*MWYqAVDPfuLFnGK<z5)Bb=nXM^pF{N
zxwW#o?l;5sT6b;5?*{EoU18p6g#LQRUv37iX1m)6g7t>q0isTKxxEqwt#CbD3p&VK
zh4L$_jkVQguN^kqy}D1~47)3A?Y4mgSHWrsn4k;On^v#h=phYp!(U!T8dQH3Nv~R+
zpx&!@>g@*dU-@fcbG3m)n4ql@HXF?GjaCCiVZF0nZ$o<CX*Gj(8x2@(cN%`Uj?dM4
z*Ke;cQ=tE4zq!)(>+8L>`fAVyW$R6Lk=>v)$gS3LZ#h^+wyka_Y_6|$5sk6e0DbjV
zu-;u>?{?S1ZnKSC0_&Y_x7TPjTY<k8)R)5*j!dzE_u)#rx7=wjH+&x!Ma#>bHPEq+
zECcPePIslT8g^RX+)90|S8uN@cY~n5y4qUpg+bWT32PR47}QJ?hQROmgC%94HE~^s
zR5vB26KxPu3D1bV|NSrj!9VnN^RN8Tzw-Nkw)5}(-M{wl{GacB_h0<&+28!L|9bmE
zd+XDG>)+(D<o<j?Z;{O;g%h}zhr$#>=6i-QNOPU(u5~*K<<|wr;&Ix-6Z@XQ2E>eh
zwDb_N34a{yFKyn~e6YK;i+kQ^{E)8bNGv#+R&mD^30asg-HyRA#i8ev72uf~*>4Ak
zUj->@@=qP0wXo-MMai2Jz|tD#vT^6V<~1%?D96g-q>nsB_MbY#7gO(ChJcvVD?;9L
z?Q-RE#q&;3)kEkYl2BR`k{6fM_7I{P{qrNQh|-5j;O`_<KMIwh0Maz=lFCEn?J27V
zB4jLKI;JX!P$e`21++m%y9`MZzB-jc8X7sGlGjKf8q(rS68z=S4G~TnILA~FNi-*-
zC6cI)t16OMY_X)2?v>IPF`HOvM8DM}adbst-H}Ak7kzYxswbg9GU`1cJ(8^2W>idm
zn_HPAah;S#Nn$%GwGy{8AyUn$TS_gTtzb$m#==6k&PQvRQp@L5HKmpp3Kge5&C)l?
z@^h6=5=_hpxB;Ai{z)P<<<`eiLP>Ndr-_pIj;W54NE~XTu2S$9&`C*L>cn$g#gs&L
zV%jN*?u1lS3fX);l?3D=c>*dciBN7#F1?j{&qoW##h;J<k@ZrB@`})<Z!xUyDWb!Y
z1SZBv8AX;v6=}0FiOr|fk|-U!DK|B@W{b|&`=bM-v)oJE3kukUU9P~B2TCwugJN9)
z3LsI&WtS_k`4BOhEkrna@j(s{oHjiMQpQa1GE#2@xPd0x?_J-yv8>-Bk>kJuQ5K4q
zEB<VXw5c&l<oVuVTX?xbSxhON2h7FjK&k)KXtOep;9`aNC=}rQ$OaZVZ?;V&_V))}
zA)K_qq?<Xh6ylL;@=o{BhaN6;^~)8KABWv4W&6a1OVbqlLbg&Le(0@{b7mTpNQ)(*
zkdZnE)Jkn72UNS($^o^O3m5F<R_7vH&(+BFTC=v61J_C}sCKQL16Q6#O6gJ#WQ}GG
z*Z0e$ZXf&A$!LZM*<!4#tGp@8O-HAtyM#(1q2&OHVGwNH+lPRi3X}BwnunyN^aH^+
zgvrJ=ufQTf_?4*^;n<%r$z7Ob^4NzKlU|a29qeeTN{z4H@+zYBnFQ+oOMnWi!Xofm
zQD3BxI%XFuA`QEWlu?^Sks@?}F9iR~BG7!!FH}Yb+bmK<UI&Vl(0c4bg<xDz1m3ty
z6e-5mY&0?4qd3|)^^mXa-j?tq2tUTL3F3l}sr-vnrJ1Mo`$bAa<9|m5xhPmn849GA
za+?lFzR3Mlrm51)ibsZ{7LT!guGH4?=!ZY_KJYR&s7T+g%A+J)cDZD|ww^}kRge7}
zt(y7A2PAyuAND6?5z6|Svrl`d70W%U74%|zPThGuuUhqX@87t8%@cu55N(}|QlG$%
zO?tC;V2(%DUX*VWCTZ$ukw%L^*P#p}BG1@IAJ%JaZ$i1YVP^@XlxKS!9zf%cr*LxL
zdhh_EolI=W#n~7u>Mmn5gnp5L#<V!VBheKr_#&86r;VB_#?6wv`KoM?CbthIX~jVk
zhbB+-4RpmYU5G{r+DgV9goRF3)yb?68^sBf@Ki!>fkcY=hZJm65{5$0-0hDj`USz#
zNfAnC-qutB(y_yUfdJgoS1s%WM?mgB%Mc&~EHVv92U5lY8359JAPYbk6l4HcCI$qT
zK1I{8U@A$GmZ9cwGv_J}7T})wlBN#*7J~%W0`pz;JvrwhQl|)@jhZP%p6F8B(Bzu^
zlZv?yH^S0`ULSXWdfM{AW0MC$+wTc`_4lys(9~F~wcn@5?y;V*jksJ<)@`Rwu{t%<
zlCnZ@5xCXUw+!824UcDsONhrv>OKW<4qvN>k2p?5wnMinO7JR$UQ~I>Z`Vx%rIy*P
z!=39fe)IU4h&QSoCxHzI=@?gjJui(>(UT?QCwU1-XZI3lL*7OnK-|KQPX_an9Run1
z31AiRq?k<gX~ncCH|&;VoT{!)8*p+s4}2bmKRc=RFM-ab{pkT4MLsjcCox{bsTf`M
z3dg@*ICYUb^K@-6+T-V^qvxlpr(UsPY%?wSZjr3FF30Q_xmfn6X<}@dhmvvVYcO^+
zR_BbwlZKrrSx5@!Rc;Ql#z&`G1o~L5hTS?FA1!E$Q7U(dtSh5(?g&w;K?yrjvLby0
zr45R|6F=Biag=RBUQ@5G^m=TNwGcBdl`ViZXhg|3aTx5t$1<1>sRcC(q0?<IueX-F
ztIS|#-$DkT7&eO|43pV<2Flq&2G7$DhE4h8W~R3?qj6bn%GZ>v7I1&Pu?NrFsfsCs
zo@#Y^{%W_)d)S=Uy4{TK{N5N|#mKVBLzG|qfdV~$O9QAUIje{le2Ec>q((UZX<Bk3
zOha&4Bc?#6MX@?dzot=cC%xY(n|5X&FbSDh-gQ<{!-a0==m2gh<n#>jcwsIT#QUC`
z42U`q2Hb~N+#no4x)S9g%iH*(h?m@i{ERZ3^$?M+W>Irv#7xdhPf7gmYqD4Z!^5`*
z(vb0wXxlNP@8>0`Fy`;2ld>}!$WTg(D>(;fZjA3_RDE=Cy^qMfMf)Q^%4j6%E})4{
zNw`G9(?mv?ygg79aWsV7gosH~+q!;lOOjNSB_;9KlbvJnN0CKt)`)9gVk(!d;77R#
zD@9Uq)Q;&UxFn)jZwclguPU5EqR>@2XHj9yzn;Puo0Lxx1T#t=mv>B;z+IhB&ery=
zJ3F+<XkVb*n_wyI(I#fkG=oD{28O)cDTp^m&u%~V2iUNSPW8f=ug>oz1UN+o!)Xa>
z${<ghfkqbzqqGw1O>xv|E4e|8JXjU&r=o~+z~9;4-oE+Z84zM2&N0&O>~8BM4Y{Xt
zLA*JZBP81D2mYWqDJ5{{C~_|x?}bMGhTNPffjh@QzXyE?c*A~pxv43RI>*p`fC$1y
zAjzEjV^PF8R-*?4+>J^d9LgZiv4v5#&yvT7QrL6sA4JlPzRsVQcZ)2HImbvNQf_vO
z(^4FDj_wu2Ai7lXHMk7&#{7Mo2tsZhID>6c!oi|DL+KiF4m_;SMjVdZ3s5QSX*VEa
zA17|%i1ToSsAGkNJtgti@^vD}+S%{-3SS_~p-;P&nY`-n4RK3WW(h?HR@n;j3`pUN
zReGx}T|=G)1-G0s+kbJ?IrhbJSFWOn^N>D+hM>gFqB!at2TahR!|LQ-j|$?=vr-%#
zAO#-GTCnjKKA)AupJ(KQENpLdaYmR+)+FZUQ|TIVoPW`A)+Hr3Q6+HanFL1%_s4|=
z>_rjhqrKdIRswgP8Ch~4D~>wHq}&~02P?XD6~vnhyu|8P5N{6t?T(Mcu33~J#Zmtt
z>&%0kwWCj_{V4Tw-rGeXtPb@=B(mLsW{v|B<z7c}V{~XIjH-_gIyyyP?z;1%%w&?d
z^_Dr17sBdb6vn?uAhbEyLptBW`$}$%nSdl~Exgy}#`vw|nCDhs|Fr0o%Y!Tfrug+V
z4>HH*#Vv%imK`-9D=pgEqKLnr&T7<7;aEXWQ6h>Ubxa551ddKP(mm;Si(keIVRfts
zOo9;mJq%AmtD1t+ap`18G0h{ziyt70Y|*YLhkiYMRM<rENS)NKfBJxQFh%J*c1_od
zlPU;RQo`METv%yza#bD!(-W8reaXbfs=QN@^ALt&TJgQ8OdC$T<`Sb&45H$j!?A1H
zD#>-E7l(u6aIXx%Pq5DIvgDIW6*^3RP^JMVTI;RSO^BocWg2n9_1-Pn3@JH~;>>9u
z;o{4*<ylnzQOO2<JUb}Ugp;YREEWh%zD%O+>NZPqS_)Un(0yVxZj>ZlC=|+2eo__w
zxH#cENFt165@DClY()=dCsf~ZUb10UI_>*|GH1wR)Zvh_x=-IbNDTlB*e?pJx=PpJ
z&~my-D>Ev~AkTf3_ykFp28HFh<<L9Sn{F<Z5|fp}o^ksXmnU(jEIJ*FAa#g4EuQSa
zskzLcDTw#i=1l!EBox4zAqf%PK-HHT6h#qdbe%R`FDyYVg49dz2pS5-MQV8wW)O)1
zSyF&m1nGA(S`K^p!m`Ai_%Z~YX!muvUKgGIxiMx_Sp2@46JN&CfEJgRBo@S*JvM~M
zp}6IA5v1AuROTF(8)G)BcKyz5;EziPa|`0l;8uAWiXe3?PKd>^1si^Ns!&F=qH`}V
zLWgdTE8an(wkfX6a3-6T@g^va+Ht^RVxYMqXQ^Y5QwF(X*91YgHgD|KuJ?z?ZF>K(
zT=x`3?CwrMNI3%XB6L`EG6$42r7Q~yV|L7GCPm~x3pWR)G<*f|IutK98O6<u@}rzf
zYe|=qf_U9iTMS3p73JMYilcU{vv!9NT}9W=B1khPv*ZRs9_^Pg3oME_V@gRvN*hfU
z#{9$NA=d7ck8hH#Y0+*ehSqWMvWX~R!Bqg~Tw=?)L=;0i7g`F5PP`*5v~y>Zkw-AM
zO-vD_4vR^9B*-wYrRPUU{BtMxPD#_*qKF-)2QmJXF`F%fb^bstWpP;y?OcjWSrit+
zngbZO)1vdW5Z3m*#ao@mk2z_MSB?8TZ=6Ax$TB0h404Cu)t*BUK_&K`QrI&NQ?%mB
z{ioaoqB!b|Gv+79xl0wqn{kv;9rO%tG;YjqIp-P4cZ*K%xtJUqf}#mVP}e_|cR3^f
za_(KYDB?``n-885Ar8b@gdj?-lr+Fow6I53QN)fDrS2LKA|h}U9S;R?I&^(py^L(3
zewBAuDP4m@N9rc+7%nTvsKc>IILRyJD_;h=V@-AvRKhm2IO=9{adQ$wKA9!GpUYR_
z(A%aGSHcgv9D2tkB9*8z9?>Q7=bgUgeWOd);5b31a_ksh(#NZ2rNBhM$-bO3*KsPz
zy96rl=~8aW$EYJW_mAfne7tIM&#jUk!X@$N-9<3&ii@qwAa`72+%vY+Wxo`5hxDCE
zB568Vz7#!v<wxnbm&YsL^*MBR?n8MYtQqIkn-3fZ=iF2jMV!Gkq+%V7`^7y;@}tZk
zR&_{8(~qKvGmh?xkm4pF1#o5z9j?BFDM%r#^MT8#4hmtN&#>ZFDFtvkMBBV7sLv8M
z5k-*BAG9UyQi>v;-)m*;Qwm}IPWt(+jHo6bIu{iAOv?mBg*T*p=v-_Ol~VZJgK!FS
z;xCE^6)uGJWzFon{f<Z$R&?)8#Soc15NgPGL;%>$!$V{*gqP9d!c5JJ@NKJ2TyZJ6
z&U{pn>6O_^8OF6-WZB#pBUMYXYD77nBI+)MN-f%<#n8GtMYbOa!iI&b&x<gNOi}U4
zw?2tBnrq1}P|z6nMSGwS)<_(mMnbt^SP<|0?hr$=C@YGgjY6!X@j}jvyZ#qPMJXwP
zJGvfale04&_k+Ttq!jkot+i2vA1h;OoQ>wqWF^}OmRH=Wb{-;oc^0kVl#E5YcRs2}
z=R>_IE0eh#i`F$4)3=ih!~v9yLTfv-!n){O*c?52w_iNIb~c(flI^<ZA9V_!1m@sz
zG#HC9Mb;~06_yK|gQDHp;ou}%X5x8CGY}G_GAHpg1Q#{p-P=Wnv!iTOjk-S-#hHd6
zy3g<h&0JcKakwmsIFfX@2q|^g%#YFyd93v>Kg#HQYPS41>tSw;SM(??<&>3HTn<i7
zrgNUsV;)3aoI3kbI>1>qywC6H{5vv-)TvXa)hjN1PGw<NkH68ZHyc&_v*PXa$Fsh7
zcc$KapMQJrP3X;Fwh>HfPhi@L01ea8uoiY_?<?518TP985J?gGlY#%(yFTjv;lJ@n
zLGXu2h;?D%qRfo7uuwssDrD`VzY4xw;IC(*ujdxd@zV>)#U=hKz@Ty?Rz$)t`FLUB
zJx6Bj0kT_vvBa$TwJ}m_A4ChIEIGg2Qhzd;X^AAI3)3C*y}6Y#dHD3Oav~yFKk!0G
zn`a`Sx93kh-y8HhWB3?I*u}Fv*1SHw9EUTpdw3H^aaGdmjmDnJw_5YAA62Gw0UC&q
z8s6b}gb<Gh6J&{<j=X@A22CeOKd(lONGiJ@4rH3zZumGHj1CXN;nW-TDylpP@h77p
z#(+oZIZ;}s_oD~c;o!9)bCh2Np+lUxCVhbT!>)HgX;>;1NOnCv*Wba@?rac>#N*>B
z+Bq1A6uAL_z0C)ACZb6qaVb^c>(*Bc<`Eq=Z`0fF@9kFyM74*sxZ}tD@CgVP_*6C0
zwPiLAQ4=cgAN&0QZOIin91?Y#$Pqfl!>~(i8iP0y&;w14m_*&d1wAC=)vbYyVI00w
z^X}mTDc5^&YFB*<Nw%mEJbc{m3gq4fbG=48$d5J@D<*LsQ5qI<h0(kk^?Eo-fTzSY
zaGW~GA9ynfMs$bco*#t7x{4kx)CK7DU<|R2G4g8O?mimC{85>TLrQ2Wyz;$Y>YPfI
z%1sO}>PE#RbSzF7l;IgcpMpoD*;MdaX11q3ul(uh3};68q)-07920Ch4#OqN;Jc)Y
zy<bx^=NjrhKr8Qs)BRBwHDersk^}DnSPFJrjiwds+YV<CKOhhbp5D{009XNe5nT8K
zh4wsmg8Ch8``7*8QIvP=GQ){JR=_8jvMbvD%_L$qv5#BHtW@2Re$axSmjTOR45u2J
zlA$Wv8c6^=Mra$I(#p;w70rSqpq=$8YO015;SyO;7EjR>HPsC-Wj%>ZN_E|3nZ**B
zjvSUR7J0HdOiJyf=U}QRA&w-jY(ddg-X_g1VCD3QF59U^l6iL`5lU(yGc!((cG&Jl
z4ux>M;R(l}H1-;87gx=Qy=mjcC}HJm$pLQ#7S6#X)1oU!=f$&><R}vNM99G=QdAq+
zK5}$MA`?aqR#`qPIYwd9yer4BqC%0`RgSg`+oLE+M2@zL5@sd`hY?bI@KTwi8BtCq
z*r^cG7BOQGQ*AgKTJ}J-ltnCA%(T);Tl&mWu4w;xSmHFg$<t%DAxw^uXT`J6Q-ke0
zlVe(g+u8~yPX{?-xaVP+Gsb$3H38&V3soMTnPxQks<6ge9yZ$nzjLtJ^r6WGj)tpa
zP7ZovQLZE1g=5c)hoW|zZlX273>xh?-57voi091u#i_xF$Ly#dZ5NSWZ0nOuK+_94
zBd)JDBguf#Rt}D_#*|@u=7_3M>|ckm0mCN(YdBcMu;{Z`G+hVh8CYz9k!`bMtz<~S
z(P%uFL2B2NE3CT|w>cg~_IhyyDY0FTf$3RCJ>4qVNJl`=5)8M)m~NM)#TA|NR%v9;
zIGJ}#qRWa``B6!ncF4%GSe{W(#Yp<0r{%n9Cq_X$#Nm&NGshKi&|$9ZCMOvI&~XBA
z7mY{fa~xXT1t|!a+7ENDaaMRc$BETllPT5CSkc9DDpp@bmSb19Du@Mhb6Cb%;6{Tp
z_8~z9f##$-5ywo6^lFJQXoVch-~`Cdy-@?!P<3a=tkQdRHkjV7Gdcj(CU)TL77;i0
zw6Z+o=%G4o{vZHgBCb*f4GCCBPr=nT87|3jTx7VE=tho7$R(8A6=JDaL?p+UWXE4;
zlpr_t$zVQ?i!$Q{5s-3DW1gyxUgrX?2sw_Ulnt&gLvs<^av(R`4cF|16v)x}HYr97
zmkf40!>wen(H#{fvhmUDfK7}QyTq}0+0c=*_guu5aAhuZ=@1)^yRA*K+p&Kx<73e(
z9OwF2HO75=erwIE>|E659Ww_o79_Q5wUY-3n`pHRxLM?0K8%sirHz(5c4K#qCId32
zSc+$V#vFFJ-)GDk)rQ#O6B!Yiv&OKHb_^edN!a<yb=7dVc1$c2-ZW{*LhbTy&xCil
zyg1HuOiH$owBsD<E|~OSb_^wFQBxM}7!}Sk(IxrIcA<4FJx&T^0^PhFkdW#+rgLh2
zNzv|C<W-rQXs7TsH;ZivY~JyPrBa^@97~s*yXMm6ICgL$I!4evLaoJ)g*y%zImczp
zX{Q@o1{p$^9C@2%U{>VVXZ{Sb6})lo&sgOcm?Qqq$4dfz#k=`<^<}|v_+mDz&&b<o
zJ}>Os!hD+P+NNlBd8tS%hMKXDxS*1*F|LYJeOX@Cn?BiI7y{Yos7^0fBb_wsv#oU*
z&fKD+Ym<pdDvvFL_~;;%1WbBSxCxYKg~7jKZ5CGL7-0BjM9fRlpr9i+g6Lq82AsQn
z61QoXAL%U8kS8qYqeUsZh-KyOuoE^W>GAEpqtg))B@}PUf?9Qu!>U&S7$(*ZDh;D(
zht02P&FrWF{3c@=!wT7fBaglBMLmJExo%`SqZSd>&}aqWMaJx=<kX7RX&1aX#oUmR
z*U0T)v@)8ECQe7MT+!_^g-WU=WIv=Wi1f3s_6yUq2pdO5$%^{CrrV+q==#fzFc=6^
zCOI_ap*C?#cbrSIF<AH6R?+&+JKSo~!gLahObFHr7q^wiC1{VXl!XhMN36n>$Mm0t
z`wW#w5{u%caj4XyLWeLud%U<W)ea3&Hk!EcOyR*}i?bY;xU~AQoQ#IX`5|BLS?2|^
z@6@Jbj<dX7HF`_Pz3tf7j_Z<LjF&z2sm054n;I_|#R8Z+RJiE%PaQYxxr-B*w(i^J
zMEO(mrg$2LXtdubhr)RaE7u_NGGDY4^?BZ5?&I$L*mWy+4?6EtSq;8(aCpq^#fc&J
z_Tns^cYARb&cD65i|5~7oaJ{%82V~o&)Qy`h0R%$wLm!w7ua5$<xzPw;j%`YyL8^|
z#a+6OaTvyThpg?zi6)L9YkP4b$iKbBiem}Oy}d+5%WW^BJbJ6(_9BY$Qma05Z7<G(
z`L-9UXyNU}DqU)O$;1$i_N?tC14Z98Xy>lB+yz#H@@_8{H40O%?ZqlsV0*F3Iky*m
zt<qjr`pH-H<&vuRT=lc?>2%D3xAWD{0(hMG>_300`Wak&hSUBuk|=%?&xQmwfcH&x
z90sFtw>mrQB1Q(sr+B^k*#SJv;N?_>TMvA1ssp$`JKpXi8(Q^1xJ^0UV(`SvzEu6}
zQ0A?y!jEXsHA>Bfvq{*kPLB@5Dq27e9{l!7^|Rrq`V@~v%1hPu?~13hAvIxdi0t0o
z>JxuV-eA?<z~AG-i`DzhST8AWy@i)R1X3?nr*u899{8NK{@c}F7YzoRrqv))xl1_4
z8^byG=eHF^<!7^g@Mw#?l+J;W#f2B?#UlOpvVnvz(+g+(@z_5i&{GR%$>$KDr`Qcq
z6fi*H=N3q;ixMUNWv@$u)u31W>FA&zR1YBm9UV?2`U?ar&{tfPobJHCiXhKun%UV?
zf@|z&J0e37W4*9&Djn;Y&JjkQ1pNj%QVP&lTm)1EC;~(b_ayv9_*+W&D=zr60X*sa
zfrLE^FU}Xzd3RC5R;QRxvcL=A)}knYfApVjV+A7v?s-GVuq3>22Nm$jb5xYk@aMW=
zcsL1vNx(0Fg|a7KaQEa(dm#{`f4cbhv1;!NV7uhc3kxr4f{ac*zps+L$T}7=UWhv>
zb(|UWJJ)YY+Ry2p7f!JXc|`kQ6zo^0`x2Ok)+zVUT0EEvmJ=9i7yk*~#Ic^oe1?-{
zD4<UZXc{M{-Doc#!d(!n19~58gKXhh8qlJJPL?lDI*$qP!ooMGZUADq7=OBbi<9XA
z0Sb;Ol9i*c0M~#oO+zf4SSqVv^`mg08Y(8PXy{um^rv}Hy?`3dh*2n5qhU4vE7Sd|
z-+_&fOx`Z}J!fEDKpDB}OK_@${?pFPb`xF(I5~t?`>-YQhXK#M7ijrOFLntu4JUBp
zJkSIFER9`J!Z~POoei<IU<P(+5w)huB6Wx;>0F%7J`O3qhiuMej9)no#X_lgra7j0
znDPa^D*n!OM*-Fu+8JqLM}Oz;VG`H&C+4&0?N|4W=`jc=V)*fu2mW+_^7)>2vbQPy
z+MHCl)1IGH=AKk8V1=cC06NUw`6~R-5rKh^94}R$AaoEv{IL45>hrJ55$C&#p65p#
z!3dtJ3(t=@(c+|;!t0t`<zJ!gK<o(49kk?mh*w8!0=iziYn~sOY<@gHGC79opYS8o
z>B(UjpxJ-C&P6y>>yT`>RHuDYD^WO-ga|~i3rOBWBMTk|xjTA-OV)7Dgo>2(3`Ncz
z55p&8h*E}ok*{H7>f{78aYm+2!d;UkqdLTd2^*QrSg_Kz212pX(1eamW+F#WDSK1N
zO-$g(QXv5hiKhvfj#degP2kA1B91mv<(u#^ZV3AaNi&!W(XR;`S^30qYjL;<o=!>>
zbijm9Cq*iGOxSduD6NbM99aX!=_X*q<kKt^Ssl3wfiu!c+AI>8-lh~$o@&u7$e;{T
zJ3~)lRudbPMwhYiy$K!7j090+#c6_OG}&}>H;bhAnN;$au<66c$<2&rDtB`ed3rMm
z>QhA3(qh#N&=FRHoLEWwW`d@Z%jz-{I$GGGUJ>gF84j3$k+YWogjaxYSP`L&sOQy+
zn*~Pb6j)>`$k+_$MZ@Yg>edv)ECXlMa1++FYBbvujj<%OVcM9t2&~tJ6B$+6ED{+q
zCu@;K<Z^G8iRNNj8Aadd;6NK^M0)n@LKNNCtSqv*&n_no6wQ)RPbW&IgNZeQ!_b;w
z(KbxjB$$lqYC=W(xrQQ}LlY$0&NK)Z&6b5GWMqSg8Kg9edk-NWHi6#MCkO_*{%Q96
zn-9$Q(Lm?&k;9`27jcu}1Vz}dCwahPJ9V;Y5}QSOv~^ikV&w^D<1w^EX2sE3WdV~d
z2O{@bEK4?7R4#mSO_WiWTPTHVc(gM`o3{nU4$ETwF|nq!DstO2fs>?0j<_aV6qSOB
zkWRQJOp-%@b$52MdlXs|Uy?R=8zO67Dov)LwU0;Q9HiFTs5TAoK#0!KEjs>sM7;(A
zO(GWL=41l*&d3fd!pC}DR<2S}RcVBefz+os(}iMCE6`{=j)O+3HUsk?7eOa$WS$E;
zpPiudjp}DmC(MRjf5@6ya@ym&-Pc79`i>guXKrJJ3vHrO!9l?F0!Nz_Fj^}0Tx4qV
z<GILGjUjyKLGoM*Dw*;tqd2}Y#SUBTQ39kVqp`3TIR$Mti^`o=8n4=As{1pw29dg+
zEgGEq__t#ve@TWaBAjkh3hAl*Ss|o%mVd71{_51+r#Lt<>$@*)-QN88*7n`|w`vDn
zwU%6v;gF*TdW~7+Vz2BY*08@9)|7oiZ8Y9fP-iHz_%*#4sizqQ82hOu{>GnLJI(e(
z8@+IOxzVaO+x7NZz1a)>pwS9jjg{_tXFc@SmV05i)@dW!bZ@n>yxdw@UH6+|d#$^+
z;&+2~r>-z>G(vy9<1aUZR<qr01i^a4?*LJ!yWCz0gI2g6t_7X;Y6In0RvT-p&0aff
zwtICyTwPu6uCS%pM%`}(t07>5Zllv^_3DjYtJiAy%gcVZ>#v6GR;v@#d-YDe-Dq`u
ze=TgTHhL=oXlsPc26KF))j-j9qqAOb*Bgyas~NQ0XuxW_)9}M}e6H5JetUhn*=#hH
z{pL#Budnyk>Z?H;l&v=#+^$Zz+G@3yd&|LU$8U5yVRL=0>#sF>4bWF_1?%1A^=@}9
z>^9qtcCg;*c6*IhvlaMjL47$~Sz|nSAFi}}%boUe!}r6+%JOn&4Royg?V!EZ>8><Z
z!%hpFTdA-0>g|=~ZV=R0S6i#SFbG>s=FcJzgWA$3xGhYU2H|L_7Wf^1uyiO#&}1on
zD4l1;9Bpow@c+n}&HFRAAKd@xzxp5jz0?2U_P779Kl=U0|I3BH^N(KpPk#IF{M9Re
z@%Ki5_z(a4Jcit#FW`VB|C&k4CNL@qm-hC9>UynFuOZg}*vRzOx*b*W>w;tPIBj7z
z+%wql8TOE+hv6jj$HD&6=8eq<yGy&_a55S{M7a9t5*a;KhvAdS^k@(=U%DNGV~Ru1
zDJ#G;HB~<O55)ASl4uH->uX-4)@W8L)vAno-$S5(4~wqX3B#ecN9KPpGwXUiMCb6-
zl&T&12LrEj<n7Y~N^wA#yn1bUwN|eI6=9o%;Wf{Z1Y$B8EQxZJ$`I#?YhLunv$3LS
zQ|~ZG8o*pf=>8$BMEesi#j*k;dcT!7qS6f~!MKm)A=Fa*u~_XG2_zzV<u_rFc0vgy
z;<!&H!9*NutrCB7QW+@Xc*7{2#|dPlh+|h7D&mim%{#di7V)}{k<ucLDoM80E62-u
z5wC2*8B<Om2SyxsvLQv2WO#`IdIDK9DoDZ-?v2Jrym*vPpHU%)gF_ro8I@z5b7t77
zbY^?-bs&EPxrWUxs8Z}y{27vbjJZBfXC_K!7phRY5NYNr!8s98R?;F^kslt7Y4=rC
zBy%7keM^8%TDRG|zH?)lAHsuSAl|4{N@!?*AiXG<2-4?P=xRp}60je<COY}n?Je)a
z54|-y2(97?GVjPI>sauc_Jd|^&3>>Ff6%VAZHTqniv57jTd^liJQ3b2)yZf!4nonE
zi6qawy`Y%q>8nenqM)feCw(00uph!|5>Vtja?RW8Pw^cV>q1xH+zah7QmK%?h{vg}
zP}thND2EGe&cr+Kev{z@cEBF^L!_m-=G{bQnNXDN`LhAKb9X!oE9fVYNC_{<m4=*D
zl)sE@XS6c{g8q1;<kTkd$D}`vKQq&=WWB3N(+X&O$if`13&b?5QWKLS;Y%iXYQC3v
zDN-U?*;}*{rVCAH@Mtc)%JwoJP9=Lu1r*BYgdt8oaH(jHQoR%^6=ixUQVi1M(J;G!
zVU(e4e~Q4%G%vYJ7+GF&mk~)`@<ZbsgR^FScyfjdrbUW~NH<0JDko8Hl4LmT{NTIW
z_YZSJ>+CMMOK6L!{3TRwm)r#+E35oPgl;l7IGIls9p1`5t56*`k=CVH0g=_EP!Yon
ztXR3x9@*>^Dua0;t;dR%5(Z@X3t0(W3KX+U&+?a3!2}Bx2*>%sRltP&1<1gy2=vW9
zWb`zmCxuEGfjf(oE4U(I(7=zpNCid5m@=!&U4@9AQ2@HgcECn+Ine72E;(RD0+&2+
z;(nL|P@Dxa7XY+c7~-e^k*PQ%IFY<%F5LA`=YrgPFdxLq+%gwDGOU>kisL0_(vyC7
zx<40I7%3ql?OZ^?NqunL5?Nac7D^;-DP2CEv*p-`IAzQ65Fz9l_(@EXCSv3Ca~qF2
zo2?OtWR{h|2$w7}%s)1!`QtI05-VNH@wjx;ShbJeGH0@u;}NKGwHyx#c8udUjxF7f
z+x<FGOX)UQd0Gl$F)W=6mSm&H^h2I|9+lv{%+XSiJ`tBPUm3B`<^$yfE%~7Hx0N9C
zQLN<=>1RY{ytE6QODe$gZo>ej=&yND=GcjWEyrdIr~(@-pv5AeafAklSWwkxp2kGh
zu5+PtfWlwFNXe3lk-_2_S>_hN@rx2+OHmpUb0fWVOq8Y%3!G5F&c`wr9AZb9`{w|&
zva!sCmuW{-$i|$|8J8JuoJ6bq!t$b>FRZcAQ!a~~xNoaSC^^CBOGRu-WEPg3$g^%w
zHd^U#mJ_Yq9r6P2kDlZOwLQS{mYR1-wp)sYA@`^PY<?DI-wkadL?pwU?Nbvz7A3Y|
z;R223`tr3so_A#~T~^wa9MEF5<E$%L@U+9GzE_Qk<y^@HF2wEgA+3xnIl#?uuyet!
zcy>8tHr!mhoN@jyR-=fZSFA|Z)z(Q}9?5EIL0kZfkw>*<%2-pYqFYqP!6vm_9%*Z8
zVJt**L|a)!vt_96k~x=Rcj0+rQFp1#H7c!0*80q4*lTF+5Me;%SD6cI$7`Gm&e>Jw
z0xF{C9oo5V>NE4;9*0dAqs1Uer<a%D9CJcphu$kM(s`%-7`=4zpN~3opAgwn<e4%Z
zlK{f)8rE!6L~!^bsm>;sP?wC9p0nE5$odek$^>)nKM8=Ebnl&usAjkv&j*G>>oB1i
zNY*XDq)&2AoPr5?Ve>Xkk|7$H7q#RD`6?GHA-$AcWrQBwH64j<;^j8XIg&S6{hFPY
zQ<19-Df8Y_29;D8a%N6_De|YJz6F=r$vGWnMy5Zpduhs*eD`)7P|fO;$2D{OWy~R7
z8%%KLTrvSg2c`8u5>PshCkUnW0S`yi&uLaSQMz4yU!RkYBwmd!r@uH6%(>cS7tX%a
zWS5<%_nuRF-nA~fc=in|yKMFqF}v(sEnar<IXBKZg+-kBlEWnL{W6<``QnW1^7G_4
zX{9kWWsLYDt>=wctO_y%NzUSGDXYzsX4&NO`k_8Egs9o&vV^qml6H9boQ-61txIH)
zxsiq->&)(^-zFjF-6RL9?2D}%fofI8dDmTzFBb*5pYxuf>%0R~mW-rU^J{k^$h(O+
z3+LQKoMm%wBJR?;HxXy?oSTTVY|e?|ESrB5aTd?JiMR{r+(g`k`}qv1vPWxyO~gq>
z?oA|C8Z$fZCK8n_wTX!0g*OpViWgP&nP(Gmmdmw?SS5>YB35C01<w@q*n@-H8%L09
z6UiW<UuL8_iOIQ%ShOfac{UNNT>eeODwfzp_9yK6(Cv?v=Y!`VeIoV;a#JOj1Q_dI
z^HiD-e9B1g_!1@dpdV=&J@C$z%ENd}E;W2RG9II2bn*^7MyUR2-yf)~9eChM*MY}o
zo(}mlJsON^Bz*09MoVKUIlRnV96%u*Ub^97IP7W`MmaXTk3NK-$%^;GA9^3)OIz%`
zS3Qwb1Mlj!R!zRF3l|o0gz+hhhA7vpHC4f7E@!395D3<4%L1rgTUS6G*yZBY3fJ4>
z=OQbHDzsLs$BR)S4Dq(HT5G764RXC9s-oN%5(NG<k~n-}>SPWJ@xE1qYmdUgjW$wT
zNF3zqqhQG8hpGv53<CkeykRO-5(~U*)K(Pd8k%!^v8)vWtN}iVO5pIyoPeY2J|$fd
z0L@xUy=OuPl$k=*-`30}CnX|KrJ@jTxqsjRtKK5_1m57e?m6;9qH-9)BH099FVkzq
z{$*X%$}a(^28M?0qK0sHA|yyCfj8jns-&2?hWrumrb0t%KT_4j6GaHB8f{SwwKG+e
z8A8<61Un_0@Ro5{$shn$*JG9YL+5@FZySm3OeA|yaEcP?>P0P^8tEMbOsgh|mF{5#
z;>zbBKryc*Kcaq+860F~c&+JbP{X^SaFMDG{NdhAc=JJBPuVn@^+p}<`#q05vfg8l
ztoH>!>;>^YF)5TTSMkO2e!U_b-l~%s%&I+=`2q0KK`eaQp9XMhs7|Kc{-_EMXS^ck
zy(&34t8@@}<P;p)X%_(HUc;k0ZL(#$CajEqg4S_Q=PmF!H-Q(=Q~*X1Bc8AIU<A!2
zv6{>2@yB$nS0h}uVNFkPy|U%r3v~1W$(iR{gBl{ww}xlGHBjVxu=@n|g}C2tEs8uZ
z`ZMX-TeAYsrvZ`Gsu_1a7u+tqy-D>!f0{72v+I0NLoS;REHpOqa;O~h^1*T-TPLvw
zQYB2tg)|m$ejaLAzCs3&3$qr9<bsa;AoGDkZ?1yy&Ldfg<8q-TSi|ZicNy@6?eEhD
zlhHp^3ra+R=I1s67tDB^`MG7395G)TNV<_1GBW1MTLOZQyr4zcScHXCzYH)xk8wiu
zn~Pi_Yt08aJ`&Sm4lqP4Qks_z2ct|ow!E`B78D^%gEIUr$m<{uW-6i$y|oLY2`X1X
zBYJxlUI}d2csLuML~mGd6e>}OEW<tn8VZ+@c^YAnnMNV%WHBS6{9M+hqPGkK=0F+Y
z<XsgCR63e`DuiKY;jAwbA4jp|<H#6Bg_2Kuts=>%y^cIIG6@lW7vxHu11fFzWr8Ix
z8AU#gECB=YyBS126P5(aI);2Eq;MLV-wci*pNWfosiFY#nc$I&NoM_#r%)!C5j{Sw
zR<Jy02dmD>tZ)wbRMw0fA16w`Hv-3}!hjw-ZhRb)#q}&TC+ul33RavXWz_h2kao~`
z1)Wn$GnJG)7tu_ROcFvVXK;0}^jV2+M0|7zP9Z_og45@s`>(g?{<*kDXp|h1d^1$H
z5Q{}pG1d&xf)mB_ma(}7=(3@TiF5-Nun~@17m<n+s0GBj2Pyt@bpizkJaKh`icfs%
z6vsVQfpGD`fp!<MNUEoA88LTjcsx5?>hy;cMpprx6AS7ij;y_uga^Qq3{uQRtA~&F
zRNUgI@{-?vY*r|vHoIdZ?~NzZX_dpkR$HB(zuIkcpyaJ%qM@d#791PZpwCn>Pkucw
zby3k1q~ccI+EZA(1ggTPA}=R5h(3RM0%(_DEijmMLxp$yxG15@9Wyef_0EYPU4oK9
zVLTy(h}NhOetcpSF6~bb2G11hvBzaN6@0W;FaGtysf*lgr)z`J9zQ=FJwH`F^@<I1
zntvLfiwj6GaTzNjV=&&$`5Fa)Us(9If;DpDP;Tg#fcAw5^IJa)9&POhkE&2FLs5@t
z?(KR#=&UVs%>0Ej!pMU{%%4Tl9b@VKhIoNxtyM$d>}s=K=eYJLL&hIe-6BdE4S9v0
zqb}(9t4(A92*YI#^1pD!x2!^_*aiI0DE;R2fRvvHhZEGgR$HsCtRd`vxZ*QgPLs{Z
z!orz_*HFqNm7Z5uYE4Ap2B~ZQ8mBr~IE&TOA0NruDhoO!|H8s6@{Oo!z1FPOyU{u#
z6YEf+Z=g1V#8;t`B<f&$vQlk#!ftCl=rMVf$ohoJh(3<G;?3wSAs~H!z1l@$11^46
zTAonRvtZ2WsOYP~cz`l=<Xx_=*H>CdLZEBCXc(+eSsGYIGvB1L)2Cv8qT^Gwfy4_f
ze_3+~!F5$YUSx<mB@-`2RlgFw1qG|s5EL`P=aiibZSQAM)aa2{)hpNy(6FmlS69|}
zky=P(=ph6zE}Wz4`S0z$;W(&v$B&15zya%+c6HV7wpV*=y5Tx2xugEq_b2<Efv&x|
z(pg8Y2hHj;*f*}<r25X;L-3UWo}-~{jJ|fT>M#4toE2i>oHDARVl?s%YF`@!`_S*B
zAjW=mrM}+A6l-%^7GZBgljSs;X%xDG$CxY2G%15My*KE*J+w|xJqBA}KO7GRgQ_yk
zsdnmNJE*r;xuVOKbq=xRyj|s6hvO;Kc;n%84BkMeUR^;W*V|!4D~xv*kZs~T;f%WD
zWjwAT%smD`Cs<isUD4~uBCL9-ac8M{QGu867>#R*=B)%Py4PNc+x$@BH&B()%<sfu
zXi0%B62{R=uct?@NTox?MJ|e{?icBRk0Ka1)vyt+Fng|`hx`sj^$ld^J{s+qE>X#E
z0)ha7>5xXdoTBaJ_11D%Gx-8wq+JRzNaQSw5WG$=4-VyQYgc>gjkQ+T)iWlUBVFQn
z&E)mBfn(4^j)}>17>LCN3tQFqSC*TtWj#zTp&7$TZ!|tYf&(gkj@S@U@|O8tjA&v<
zquXmSJ6?5}DiNkdtgraszi$o4-Ep@X45z~}k%PX#d~S7DgGNVBj<eF1iOO980)wZo
zKMpY3u;S6Etyh=ZYsi<<(gk@RTbRF9F+mwS6N6-JL<}=`yJ5g@q;D?_lC_yIOy=If
zKy!Bq2F%<O7-;U|&wyFWJi}zJ=?s)(-Dc1^YczvpEy)a%z5X&(%7V+U=Pa%aHh&Fe
z$n-^%AyQXK2FSS*GI-j`$M5s3ZwxzUDPypFs})1fUzHd#*Q&$7bJiFJOZns_XzmJ>
zzVKwMH}jU6^wlL}QOR0M<}D#vE62PABV(P&S{~-F3fYT6#u|`0_1!Z*d!o;s->K6&
zZ8qnd#3^$($CS;UsktWT+<BR2I;PA*K1sZ>KM9&J1jgx_5^7YJ!?4*~U*{9eoY#8p
zGP<)89i2F~7xdj+gYg#zzX;1^5-3i`A=k*S^jXIVb4Fo`*LR99_l)M8$}XbdU&oEP
zeifF|<DftEemZ*M4}vd_9;vsl5-r{E@ni$0oMhE)<PiLRyo~q3FUP?b{-cdY!vlh=
z9S%O?_NmXy^jX23Q&Cd^OO(*Hf-4SgD-z%wU9;rZGj#QlUl*gVbo>*47l1+B0v7P{
z0$qdY?*hu7<*#R=r{Y2+0W<~)X8rq~Bc+UDz>@4wl~P8PB8i7SOa5SP;TqDK81-##
zdbkn6oH__6$VKK&_x&l-pbQQtGEd2qai2oxvLxJtM4*e`6K^{5w&3K!(!Uo5l<Y{-
z2aF>q<`2BUA0iEzH$%1(f=3FR(E)P!coVn^ksrl$;*EN!GOQ>9=;!<zYo2#!>Wz`B
zW#ak6ia$6QLBXM9^*~NJU_6lrO{7{04<Ll-f&?<sgzpi#rr-jDV2cy@=nT7+(QJA+
z11&z`9O$M-7(gK$aiU_>K;l=}g#k9?DnK#x`a`;D2(tih>OVsAHIZ^nv~^2lmccCq
zq!XWT`5OBMLTdkGIAZC#gVBtVn`j<w3DZ*0OZm9q+yg!l_t6eyu%2A4NJ%Vp)CBQs
z)O)f<l}+^gfas-8K(xsL_$Cl2F4QWOWP&H8e-l0P0gb3@OOT*G86u8ycVcGrT>3Ml
zUpVlQ6KK4IZpP(jZ-#a(%|uKcl4t&!>d&eg!&TTOhU1<OdaBb=HNZs?9u#WesE<h~
zZl52aSww@#C`9QY-<^232tDU0y?7&h91cc@2cgbK&nr#kDbh4O?o(bno+m5(&KUmu
zNUvPt-8tpE!7GJP;LG{SWL*wAFu+mV3{vW5;M4H;;|!_1*q_=`h0aO~E%oct)_63T
zY=QHzu2;`4-{_CQcl+U)oA96EwCERZ?`**+4jrM2T-e;*wH{m&adB-Fub}2be_BJn
z$U_X+@FsE~sq!zXSG(cCq4D^Vw7QUkL4oQIz0~O^>dOlYubxs1cl^~e`^~IBQ~eA+
zVJB1#@1{bOO9_+DKyHMZ7U|m?MkQSPf+3%j36{?&_*2;LqCX9P0bZi$YGk}3a1sqk
z^e^ycCCX^<^RyD83-={7L>Gb>m5W~C*U;zG;uuG*HcA_HM4bG_SWeSgjYqZ$;M@+L
z*7he16)*i&{Z^-l1#<?TAr(DOM|7R|OH3GRel1?VaU<S@)ZrcneAd6Yjn+`Vpgp!u
zsCqsyo)H#3XXO|oq3|MDsD`I}cn+iRlz8YISotT<72B4Au*=-&ggs>fmCucy#wQ-q
zpa%BrI3&@QSld_NXSxX8$AgJ`;!>~=zentUdr>0pOJdadlY^xn)p*&~RX$J7{X9AM
zmzbPepQ-rv$z$9beZ2Cw{@mZY`mbI1&VTnWFP{5f|NQTqt$g#Z{!{<Q@Bcsl`7i##
zdq4l*pk2xO`?{pnJ_$OWC%`U{09y@;uOZLW$iDQWSZZ!^{%_PTS3VYrvgLvHa^+K*
zZ~Gb&ZVNHbW#h7P&0D!#xm?+bvbnltB$q39Ih!k`an(PobdJ8}DLKpK%BD&?n@3)9
zxkC3I&OGaqzFe;C=mg%!793ozTt_lpM3$DxbmvMgl-T2P<%W?H{IW1uq&u~`JL2?N
zO!go#s6%TR0fa<wTq%Uaa(q#Q!gD-%gyzX{gc1_T@gx%xM@@dD3Mu64uToOMZFP$)
zFrRhmYC~j!k&I(q75DCIo;cvC2Q-BdK*Bx=UbZqa%kYl0QqX~q6EYJOI{PxrXRz{^
z51?SS9>A>F`i<nv)^B8Iwtgdhv-KN#ZsWJi0Bt=$@@DIIyVkOPBk+s$8)|dwx2WK<
zE4MR&na5xHZ61AzGa?zYA<`xoD<Sjd7|EDJ2<|*zu#M#2KbBA`^|HvtOiwsDGv#6?
z-0sxT1PK8jXOEUY?`9>CwgtN+n<ebqu-BYTMO+)+GYIhw74GD&E8K~!j27_fohbT<
ze0qCQ-I1BGG1l;s1V!@AeTdh_Rrp8EXvoQDRMnR8Rk-#UzYWn*^wbg_MURE}DEg@d
zNYNuLLW&-lLZs-aLyVMo$%3Tlg(*rR)>7jF6)ekauq9|?K*=4rfg^3YjGwjj;K5bz
z;}QHaM+c+v;eLMtr+SD{`$AyJ<*tj|={Hm;DIp@Jdhz$shu#Y8ePlQwd~G(bMzl&0
z@o!{OMnzzk&qWX%%3VT>bVMaMc5n&AS8|tNsg5KIp>?7XZFdRYB)No9$11lSF?U9j
z_ntsaFnTh1pBq=LdLP%W*Sw#MI^L-B3kaXQ$?TAJe(#At@%m%vAP`rnGdS`(;}HqZ
z5668{M~po3=~+`dfad|x4kXhVhXqBXIxQ?U+N-*7tY36<z+zF02&#myx-oPH(y`M}
zIZ63slQ^`HvA*cWdcomgRIGaA&c~l)RsMYU;r2FhNyr;yL?M!L5xxTs8WaryCF-KL
zvB*FKLo-+|cm!Yv7!o-2wDQCh^dMRy$XJ62R5U6Iy+cqkjD^6%|0H7_5uhD2O~8^q
zgbV3UJ?uTn;`D(pm+{E8MWGOr0Q(gW(bQ=WFRxu=Fo`1H7@AS;A?|t7mrRo`zlae6
zGei}h24iG}Ui{AQ(DbCS1H-%6=*bLDb-6-nJN*61d4k9dEltCn+dw@9O&L#+G*pp0
z2TLQKr6<UIDsp>*WS}~ZCrAd`vYsGmD39d{l8Lm8CrCEJ5}qL02;r+z$`hmz)?-h!
zufHb<#P{M)$swbaRtqM@YfIf$%yYufyOF9uC?Z(M3Ga#M5QpW?_6vwKaHQ5a4Vw|e
zm*I7NmV*WQvhZktIk2yqv!K;+RP?NEN&Ffg>V#cC856HI>+4*SRdZDE+`_Ao*~r4e
zYw9qBa_w4U9R=6heuoP(j~3D`@fb9-*$gzNg$$P68V!|6Izy#=a?8>imeGyb&B&zQ
z&2Jt&*`|KkZ*@Z%S<(qaf$#*mEJB#Tenx~+)#dY5<1GA|g|Q|AQuKp@m@|>QYS(bL
z--8sSU<KJYBr;aEU4)I=esu`*p2wl8hWWej3fv63qXSsBz*Y*ejbS>&q-dC9<GG}2
zb@V1xa$micr%L>YncDH|ckU0uJ;ZVghvV7A`(T7$wLST3qyMO1>-E`e?#K7~h^y-D
zz*6av?|sl4J>8fEPinyzA60%bg67fNg=6Vp;C=85`c<2XUmJV4$_#43=z!5&d_bm6
zbba>OK!TjN$P!PO$;q$6{Eoju2`s;|eI6O@F#{JCR+U8(geCj44%M~9wnZ*?4SH!0
zY{`osr{5u~nRqhH?}P|)0&A(Fw8gCQRyVz1;KN`GCS}s{3xY)$<|%_ZY%IvxgaI$C
z>O5+oGz^n1Tm0581QRf@3mzfzAw|jU4`CAqgEPW;)q9tx`ny+)R#2-5)RH*d2@%mv
zqJRLtgP_g5{**-ML=lY9s=_!<$TmG`Yc?B)6T(5}f08;Z-Xvs(3_uvO!7NN5M9F@j
znvU58;-C0O)Le8oY!D#<(2WMdO4K9|EhiJRAzA!|PvM|E!IXtufmjI>H4^vX(tZ#^
zesh#0&BW9lftaP?Xu5>j9*3Zz*MCZOgfP16`s1!*24n&db$Dnw$U`(bG${1&fAn1c
zAOvyO!@w6cPZ2^GD1p(9@T%AC_j)0wBf1(^Q!`k~!BlT-{umlCl(>uJQp9qylOt0)
zm~CQGjykZ?0vQoLi(i`)h+l$z3<Y{jg2s1=Z$uajgCOve>|>S*`2vl=IP1(#C4mL9
zy9Qv#kqfcz6v8?Tr%y)XN1{XUlSHtGhXWKAaq7J%`~6_wJEZ1Kh*y(+uw9xy)`YDh
zx`3j7(;G5+B<>EOW9v#-5^?VP%~l&>$j8BQ^Q!mssc1hAt!z7Znl=!%D)K6A=;8QH
z1Mm1XoBb{n-}CZpHK<3|q^kd_KbW3H$eR=`Y-0C{y#b3rOA6#=`_;{xchrmT+Aq|x
z0IAbxMq%bFu-L|r)CZ&?R4-q*aUk~TT`~f7SADPlRK56yUF<i0<My(8qd!h@YxNWL
z<;ueAI4rL%ybM?8CLI61kL~Gq;luaY!qtWM;=srJ&D-2LJGR25r%!KVtm7U5A(*OS
zQGH&zJ)w6rA+*6z<@N+k#8ds`yqp61cbrbfX4!YWK^Y;iAR(Spb%My8Rhi9!`{J8X
zQV8)DbByftDGLN2lH%1A{jKcp7Yuu@S7@Su+%#jz$cbFqa$Q1qod!I)T}FSpvyDrf
zgg-|YIRVd=Qz;G4F5S`$jXVTi0C0*iq`s>$^dDtGS4ceD>F*6^2NE79A!TaG_Y{ki
z^8^n;`2j|arjH<^Ul&G54FdhdaE~yO=_ZI3|M5t(z=gkX91`IA&#p#4PJZD+S1>5V
z*sPM=n?_E|rjt}w88)3<;l=8W+nb+me}3=Y=7VHyU&<3EMVNN-9N>0VaL&bsHSOzV
z?A$|yCxq3#qV1CUS-W@OAI9lTU3*R~{3s6ljDPdEuoi-st3707dE$?URZ@Gwt@?zh
z;3+8$KGVms5yL}_<Cl#3xnJZWk%1#x8Pb9DjLiU<Kkf7_EgefVGt*(t%A2KJ3`8?A
z+(=#&{prS^nZga@2<rq1g`z+G{-Ss<^&x;d6?s1aSVO%ep`sXJXB8~!6yNwBN;T+G
zV%ZSQxP*sXee`-Z>_1I!Wkjs}hRu!^jg$rBMe}XO!V$;%W&K7w#h<-OL<cB-pL$9<
z&Qay08_C4xIF2xA@uSB{5zXUHoE0!p__xHbN23vg1~lu(0!sh7K-((BIgdjz>MMZb
zcl^2VRnE9L&tBHsZ1~iti0H+4+BnKD>o@cByg|9M?$k}v3H`_5A)g(@fK4BZIgWWb
z_M3V9IK?+(40!QZ*}A>?@vZHh$h+WGbtzeL+&I1wy^GyEE<D`cym4<kLi3t=nORD^
zmpu1Yc<!z6C3-9986*!-wA}N;<o)e`{Mui5^S}Ol@VEY_)xZ7!?tk>);$Q#2-+i>Y
z|HFUgH(&ne|E2%zzxhS>)H(@2fv*dWuc7U|V*Yc=3V2eek^RQoF@FV^G<hDZa4RHC
zy(WG||L_T;qQuVDdlkgakf27d8x_Pn934WI8$I*9k}8ghX~GK=v}dU5P{@y|?2sP+
zC#vr7yc$}5Vmglmy7`I^#hQ7l4~hBfr~km{dj=X1&->DJAf9&<YLjDVK`Ir>*Lx^3
zqZw0N#(F5Ky{tfU0~2X`#eiE<b-4<?0F*NffV98loh1L1k5UC;LH0-EYZ%e#8fOod
z!#Q-$l?qwXvIi5lYre`Gz7>0j7a={7K*%vw!<7p4On=ay9&uwqi=hawK+zTMK>=yJ
z_DDlvIe9Ss(%HlE^Z<?0(PJIvIxVt8{qVze(hWpkm-%Z0ejoZfLOxbp4i!Kc9ry7g
zI?dnKx&`YoAM)`~pYQSAd9<%cUkt;90+6wF-19zx5^tk=Ku{k_LyHY40$~bHs!%W!
zdcG|c-32ONV$K8Tg@hhZ<N%{6ATs<4RGE!dwN?LtH-Tz4982geXiA}J9(&;sg$Ui0
z)a24lMC+_c>j(`ctojf{hIGk7`-CVfP~=8_Afju?8ALQhd5h3P;W47x>o5y(wfmv4
z9)X5h*^eNAi_qq(pB|Z$cnB~P`p}6&m5&fLWX7o+MEb+W%E3giL~Ms38<Va#8wjO0
z##$h>qybE`5!Q!TdNi6r(~CNR_r2k0SQWZ_Fi@t*)x(#S`NU;JU!fy_*Q10;q;{5U
z<r+zO?1Nb3@4>kDdZ9msw!aY9U~xM}Bw{oqe0n%STpi9QPKyKlUob&xJRFlx*v!cB
zMw$mv2im6c4p5=UbUcR^)A2N+!gRnW{iWj#D=!_dpt*EBCAB5BLe0)93<cGhN<FdW
zUj(S~nVZ*kfj!a^il2NHrz(<82M}T6xoz?<ipd~I)I;<q@|7bgxiW|+Q-6k{yyQX`
zMNn9k=+MYH&!gPqI@Yp;YS&f?E#+N@_EVwa^x?8XN+C{J$^{S%7!?qU>D5n>(}D`%
zk5X^IyNtfdgzimhGn`9g{&$)dT5(1{h9Q;_T5@4)F&rGx$Omu)f{6iZkG=gV(uxyg
z2l1Q4q>WS#SJ|ooafvX|D6J+?z&ZsBQ3uciGI5Xw9isXHEmc$_Rc3RY$d2mfwy4bX
zsv&S}^9Pd=7P|?iAsKJL)dnUau;JJXry@KSg>)f1QPCtB?hExHHw1MUXd~aS5Nn}W
zj_@y*6-ty{#UveKDH6f8s6PXksd(__;dZ+TX3JFYp85-J%{rZXThV+6b~}5(LZ%{P
ztaHSpWXmHZsX!$M5Ks~lxaGV@3;KJGwfBAMYT7B@1BUnILKpMYxxKk_d-M9;?av=>
zethHpz0Y^Hw{Lui4U-sdJ2r_&rYo5zJjjr)dI)3q{<IdzQaZD^1D3QR25_ds2<nqd
z7ea@zH=3Z~I-CLF<VFmWnOfnZCSHhCh#{?+<d8@UxOjYXfTbQkup82ZkY)Ixw!{#i
zw>EF=%J)BoJJ$~M(qc)MkM8+<{eTu@0eWvXnD!A0%0HmW#2Ok(IGx$7OZzX33DLRo
z%}xM?X_w$X^~Zf8P(H`DIw9+z=|1fQxM=|5J_Z+p<Bui8C&PiT_r#h^FDJxm8Wo1C
z7Rm|7CN(I;m@v*CviC8@xBL$FQ@ZdB-<`rJ4K{ayMnnc(?~KL>c!yo-9UYuaMVOPv
z5^>@XbOKxYxp7HmN9j){2;a7}zE*FDG8WZDfAFDo0`kPO>cMn24Ar4XwTK5Y<^Zg<
zb$c*pag3toPT*B`<oO-)u`@`G<~cd+ItU;59V^5eNTiH2OVuTW(cTL`ABVq06A+bb
zxw+nQG{S8$g5Eel<FVLDLlP{Q+Ek=sy2RmyVJ-mtQ}nQTOs2y@e@doqFl^}dM_9qA
z8Oi-h*c;$Y(z#BV9N?YfI1uUa@g9d;sl+F)+e?vnE4M!Ws`oebfR{Y=lRBH!O6n)K
zRQ(iwXX?9=yNqbSpU4#@*?rZMi<^8Q|D`pxF2B+?0Ji~!NvLy8Nbm0_SjJ@NgcT58
zV`0XBCW30D5B3OwfLIp(Z}OLh#*$*y2EqXh;!q_pViC0lZc`3io3qj0riy&e@F*2z
z#o$pRt)=3XwW14B48sutVfQ(Kn3fp^h_TdqTbqY{Is)RgHD_fF<QM8COe6rCy{4Pv
z-qdQN;PFO1`G*2Ya^#z}Kz9xpn;Uo#J7?G22VXvkW;ZZn&Ircoe?H&=8J(8|DObr4
zSn6RltQc`v^Tf3GJR~b4!w3DEz5wJ|jB$`u`s8igm+6*FlfSml<J+1OE6zF5#YSG0
z`DTbma$bQ64Rtcc0oHIV=CuX)I;jl?={bj#J-1XZkRiAFnzoAJb#e_hs!tBaXc^8P
zMJdr1tR_KZh2Ka&BKBi>UrgVPvkm;o82?Y2f9^+lvs7hfg}Ht_EQWXPaWS2UbMDCz
zar2mrL313gxj#8R)|hARjbmcO*({Nw?e<CFH2iW;24Ccsd+(&^Gre-33DV<^$FILn
zuGXnjm~{Ckj9&`+-A1PbGT<tjMa;1Hrs4(McG>n@+X%3Uz`{aSZii#I>>4KF+VV51
z^cC8SrNKC^LCe)vSl79WwAB!`k<2pbKlLX<>(j{!4h3{LuQtQRGQW%rQ?<dkQBupD
zkUa_#v}(BC3b|y_Y*Rc0^0*bxOWDCR<nlkx>@3EV>A%ZB3t3&jK$+~;Kv|q+pp*<4
z{5tKE8J+IsJdeE@UeH<0%;aGP>#{iZY6hd?{NaI{ksT%Dm1ZZSi6zBT@7av+%w3r>
zPd(0o*eY>Z6tCTriXB~d4m8e^2oQ-xeYN|C+I0#c2{Ll`sR~`i<SS;vrO6RO&K*>7
zX3;4Y`JG;4+(2wR9_J&9pZZ;HG2=?{V1BdjKOT*1-9D+c9`z%SV^#jj9eVHGQ12P*
zoX@L{%fc;xFzQe43<Juci=2o1lML72_j4hL`T2f#lM`x?sF7SaMNRZCDZ<zy^EdBO
z{Um?)p#oJeg>H|WC`o}JWbytO*#gE8`XQr7AY861ceb~;z17wVB!VN{i~xB!f&kWo
zhfxQ*2Cl$#h6JOy2gp%K{8{5PIYOM{PZcF>8lQT`zwJOA>Q}-JRwH^wU$~Lq17kZq
zDeC&g1le4hjcR?l+FV_NuC+gy)B;5S^?(~tywGqj$)Iu)dOs>3ZwIr(@Uo19n4vln
z?@sgq6Z2+TBUNn-H;)<nG3wC0;xBKxxxK;_FhQ2zQmpdAKY45z?uV2=h};iTybJh<
zm>9-P--5O@1xSi7&pbLA*F|&^7ACi6-HQ)r!%v`!+9hfI*U(Xh8(}%hBwBuo!4hx2
z<OfX0iH<M!<eK9FAot7kAtgOg;y$D7s!fby>K9BmFe*TPVEDs;rdvYvrwc@n+~2g{
z0GGHV4T<jFzZIGM>!Q!C`k!0%e~DK8j)SHcir#<qyWe|d>AnA9`j`Lw?`;0yeB(b}
z{jLA;((nBXf9ZpN;M>!m@BbHn!AzT@$8PlH>tc?75_CK_oG)NFuZF<akY{T3z3?|&
zCjG*u-)YoO$FS=+ohJR1o&W|{F57)?&b`Gl($|`~yJc@N8iV;|-qpsk>D2{u-O|)G
zkFAz%>w|lDcKL;6&dfO%*q&KeDZbd3Qm2`+mv*tOz_J9kGDl-FFuUfo9hSz!P*{(B
z72I0TM#h2WZVba@83&wfohN<D046dMW~tI#MlH#kvCx@GGhb6Y0K`hSCz&YCV{PMK
zVfZTx$x8v0tPn8x-3s`eX%H#~)K%2sdE%=Oc9_4FEQQpp4z(sJHK9jcsZpqWj^Epo
z<&}Y<{K48(03+D1u)vh)rlZjSDM}9!E=ieK${?KA<OkK8)QN&xQqSWZ`t<>axh8Y&
zbwnlhU_V2lvxR-P$hJu_w%9-rf$F!mR9G$Kghcg-g5Mt!nLsAPCXs;-^1DsI%%Knt
z_<I0B93_%3pg1v^qzfc+fK5FN4`o758AM8Ak_JQ46c52e5Q_`;jbuWIFioK^0yYsg
zGPpW`y>eHCo~n8GU@S<HuM|DqBlr=?h){Eh5n;1njXj24*&w_MlE_>U)`tNpp3yki
zBu^0%j2qP<F$aYXBcTS-0(0kq2m-~?uv7t~#S#&jfx)j^+HlH8_lJVr;Qz0ubO7Q^
z9eR+yAS51#H8c2MlP@GP#T224p1`z>49gVTz;V?(x*gm({_qIq=x9rSDA6DuI@&uM
z_+!Bggcth-?BYC<_`nEtCgQA7yE~(&)D&3Oe9tf=ps^(F2%L6{ct~t`@9A3m^R@z{
zX(U$=IY1D}<eIk^1fNenpM)?JMI{0RCZOtTDtz}z6Y!EMVR~n-36iWtO`V>=8U^Q9
zmBfW8c&v>oEo%$~58|D|86rp9Z>ZS{i-8nq68Uv{(n5nuVK5=Ek*Y6$X~D7dN|azp
z*nyY^qH~&}1yb|iWFyEFi2f3s#Pg&v69A><q+YtKH0WpSDs)>~?ltSM9yCo(P#23L
zfH!GulG|<%g-K!oBuSGI*lO8Ajg%&2wZLpZd|wcJ5(yjR$}fML|B7a&y_A+na+eTx
zITRZ{6WEMT-%ugsNhkLw&Hm(1<yFF`Ybbtv3>1dt$+6I&_oG{&_*Nn&{0UKzJA}7`
zrL?>`3{G-~m`_0&vo_g0PLH`vO}3AX(6BQ(0c4SpNp4de7w1G%i89l|<m53PYux>@
zvMsU1_Qh;VSbksF#Dgyhj)HR{X*0EX%pkIq?RsUJQ=fukd9BvMsXU!&f%4x-Nid+R
zm0wO6ZSGYrg*s#9XFjJ}L1b|^g{j=!*KiX<He?voAbvu1rM}+otSz?{Z!%wM{xPa^
zFk>ZLB$8j$I@m~t|N4y({>ru8u^)srPA|55TjQ~7YX^<BdTXtxU&}A^ki@{5cL~}~
zu?j;|ul%}W2rf-W2mKAC&FUkBxO#VGcXR;9xu5vM5&Tsj#Y*tc?>S^PgZ>0p+a=8?
zhIM{^yrWW0;Wnvs<DrM3rufAM!xS@G`4$V;xQX{3<r1Sr%-ZcoIp@8v>iD;X<10d)
zB6XU&isH`gdx>%+X6SkcA?2$>zA#+7D^q{Z>mg7&g~OJ*d%DRnF?@kl5b)U>3~C5;
z0XKSO-wbS%3B~s23yHh|<KirCz*p&Z3I9L1AO@qs>|j`l>H9AlSqPbB=s)g4{Uzrh
zNox2R=~wm1Ez!!UuZoZ_tzMp>hNfE7jpr$v>a#EtnNE+=wTdsn%17lQmv_E&(6Y@;
z@1N(2!sm*@FHupL*w^$L=>4Z>{^{{w|IyLvZ@u`#fAZh`Z-49kN&O4&^u~Yra;^8L
z|Je`!xr0B<9{VSuqWikw_!_Fc6!V``RzQiVHpj&u$h739bPM0rnJUUsZoU_%TO$d$
z@$O^~Syqy7UCS|!TpEY@rR+J(#G${JKAdR`<`+J(Rc<@tG`Vzg_K_Gyn#qt%9;J%s
zH*V!6=ZiN<@$6%|l_g%ona6u0-L-yC>5Gx4VRT4gdXV|OKj>CtLShx?NVw!zV?pM~
zp%Y;u?rMeLb}T}SsK|XWf{a+!$C^4tl+gcuNEvy51SitiS%*AN>3H-fO%VHGZV_6>
zeKx;f&xORek{=V%iHKuQjE4LIMJHF>BH25~>MxS>#)PuD1u9N~#*#}cn_q0~Y`7MG
zs?GdF&_$xzyT{|8rp^@3J`0@39EV?f0WF`CZSho0QpOi|E%p-k*<vDGb+IKuEZJ9|
z(>NDik!w19<tVXcyV_Y>*KTi#+b$W!zJY7Nsi^#S;=2T#;F`jCq`K1U)wzYb0Ds|6
z2GExa{UH7&s&w&SitI*<Xb7&~iN7m&3nGx3y4nubv?rc|i@zm0bf!SY^(a8hn2F!_
zK2Tp8>+9{vt>&YvmF<H*Ld88mVlgC53%w6Q`hD2n2u27ZIU0;=dq;r!>F5jZ;RpeA
zK6o_xqBh324eX%f5t4Z$g5Bt#HvEE<0$$i0c8|PUK*&U>&u^2g&zV1ONwC2J|L`7?
z3PQw1S?wT4Bk3OOpN12BL8uxex|6}RI9?sa`4Of%;V_7@wEV?;yLY8$4Mb%FB&J7X
zI}*Shn7FT!VFZkP*w*A-vz~V=D!A*M3I&0CNRo$$SrE|mggeftR}nSgk*}iasWzUY
z2u<S=bI9wq{cyb#bk=$;KU`jKc2|1!<<(B;uY@bDwN_V;sW%mZR}_MpU{h@~2xbS&
zzi-&@=oi0wGx@3}0y;6kTQ<Np2~ur{S7Q)QgYZz}f8Bn0r;GC-0tPbnm+jXNKilCq
zuO;5pwjSuWZ#dr4z~IucYJs<Q*Z)FS8*4Sa-VveAxO}Wl4`H7cj``)=vC75EOrGq7
zG}gF$tgCil>h%A!_x3?@B-wq~V6j*Ly}*8d-tFGi?%m!3d(%Ci7|ejXOAKZP3*2IW
zIn3;W$1k|LyJn^j-CccM-2i4uia|5N43S||At|I_1Vfe`CTZCeLzXRGm=1|yDkRf1
z9jDMAB5g~eElYMdf)TQ5%R$i*3jbbazO1b5tm>-n26lFd-aAZpW#-G5nXmHW<$J%U
zUuCPiMOu=y#k<U5HqK&CW=J;A;sAFGaflzQ>9>II7&qOjTqc?WV^z)>%(1bWsIr(X
z_+qkyRgPp6xHI*O@I&Up4?~xJM*vx^2zVp0Ga~C3<7cHJo=T&rav0q&8yTDvEl=#9
z&#Dr;oN+r)4bQ??f2?z7uN#KFpO`^^%iYzG9#=)Vv!A)L?Hmj(07Jg;I+}hD_^LU-
z<4O-9v9Z9;)pxab{g5i`WM=)|2qKAI(j7%M0)|ZP_gYO7S(tNTMWZFs*bC54Ai331
zhOgF`jmybF7_|l_H&d`xT<(Q-r`f}14Bfj>UiKH~{9w1Lx-KhC_bwAU0r)R*Q$c&a
z<5L_|YzhGz<wu5;RA{YH<r3#EP+2Ak8Q)XWUjt%ssF$9pJZ;IM@UlR@)zr7>T9O{=
ze#le75F)R->VO$>yh!D0#!xa}bkws0h(E%AEYzMHgk*><-EZ69x>Tr!)Z%tRPj3Wr
z^-*eZ8QWCz3+GKG)CI&en}*eCTtlU>H02=lR&t~hbycpCMXeF@6#yz3lK~G~A(ArM
z>_Bgdw%!1UFB8pGb53Hfr?t8Go0N;x8!7ckyi@||F4W50<kGrhq&GPyv9u2P!3IGO
z7iwoNQm?rC_C~u<Rl}%Q6DGeU*xDAVW+<7I7Z&vtY)~#jns@nyJ&_03>0#zWFJBKD
zO$3Gj)(0XBdq9m|B4h?uwR|<1{BFArut<^BP+%x#isWVfh3Uje=^{<fPHNaHeBoB%
z>oG2HQY)_Tl(#38Saw)3#oW&H)m;CTF3ygvcqNo{a~95kCwV7d^%g$K%9Wtm@$TWk
zN1Bg_{7c}PQwyO$f$J367wrOj6M*7UsX+m7rQ3@F7J2;7vOJTDMQ&6P8UTu#Bu!<i
zB*{9cl{6VxSrQ)&xW#yTAt1sTI3<L4oQRFEUF-TC?_2P5^Dc$3i0X<pRQSzI!zZvu
zoJ9R9EkC^mEUOMwySlnP6fmN+6AGMkWb5`|z9j%wG#3;;A=(f7&AN&Y0SI+?L+uJP
ztlmEKU1($zQ1IwB=y%9O3_c^Jcf2><bBb7#-t+*u9(n?5m$;&ubw6>Zurdp%@S7pJ
z9(HqGv`6wHi@-Aq0|nS;sjWhDB?o9!1_NS&A{KnOD51-00bSIIvC3q+Bw^qa9l8%k
zMfi?E8b}o<B59oQy8;sb9ANTcyml7A$ruXls;0!DBphuh@<u&?T91V(i}84+Bj(|3
zD8go7;iKUoSYEQMiv?5W2<iv|>hW+^ASk_kkr8m&cL8^QFI0UNfkj}bQg0&N?8>Wc
z4@WD!7-5_Ivs!@~3Ig4}2hpOTZ25P@W0njp6HGl*Cgi#%hvXBn#tA1zIDWN3yhB8}
z1=2x@wo|S_#=e)RNKp|dTfsJo$8I--K_Yr6<*iY#tc$8V;|wJ%v+=v{BE*f*8?%@u
zI*_;o=hWINjnYMWgD#49_2Rk^+KVN0H87tVb$Vlk)N3)qRJDuXM8H2$6Z8q*531ih
zMH_+3IAsoLoU9L$seAXV^P62rpF>jCQgb{0Ahx_|+aKAVs{NDR3#L_?*uG_-UdG-_
zrS!MC3CcX?Te~cI5I48>Rs|x1wI?2O4p+TTqNjyVKl^mQFhAO8lWk7FnzE`<JP(TF
zVaoG-p1gECizjx~>a;gO*YXjeblF`LU!>V7pV8lJ&1)F?GJ+2$$(HeOO&NHnP<`sh
zBA5Q9;X*UAu!{?_(A6s4Nm^AMjSi~m1YYR35lsU@W$I;2%rZ<{B(lf$dp3irh9ZBo
ze1f$2yhAcK!!!R3FE}$SIWv?FoIikMsS>lpO2pEcD5r|+tJ;Cs$4_#Uwch>SBNOLG
zCe9Dh#Ch=Wt>*&of4}$NUOuz_(Z|2?<>!C!()YUm@O!`UyT9=RSAX}?|Mzcx`)|Hd
zx$qBJuHAnRi+%DW_=snsdGl67hVO}hm=YKlFu+ZoUzt(Y|CKsTed1%HgWm#R!^}-Y
z<sra@nbq~xt(}=2gm4PGHwn*WrrwBpWyBXl42x#KwCYu(7De<CX9fC9t!t<L*ae3q
z9Q5awPiI8iJnckF>MJeHX(wQkyvRCj93?JzbElnnKzY<wr=2K4`AWucLCV$@f08A&
zChc@;B-kivh?B0ZqK=H?r*e(?G)_uqb(%4i5@1VYudGuN2FuFH@U#=2YGkd|X(zZ6
zZyZi1V69HWtQbK{l|+oE-?C_pr{t2v@@l$d?uz^~F{PIz$C|H19T_?(?84~mUqA^a
zDHqm+<z;A8rI@5YNzIs~sP!5N^;pi<#9LPC<lLGvNqszZS%SmKXwDKO(`9NjC0aJ|
z3Fy<ZD;Q0+mQ9l<s*$y9l6)Rj+v(D2SBPmzVA#PbK8oebA4|17h;h}hdQlK~l8z2i
zEq@xvu+sv?2xn4yUoQ|4*n96$Y{Y5)x~#t~>2CmPQyJ&=w^?eq8(>dX8vDB-!jyc(
zPD2-5E<KJFmo8|i8l{+(L^8u?$t+3uJNb;(uNVVQf)AY&*E{NH4#oCCby{FVQLvEd
zxEN~!BqH7%Fb@`tRM#<|a+3ELHbjz)9pX7AP9ng;oFg*BOiPmQNm?pi)3l_-%aAKm
zY_O0kJ1MY+XB5lJ&}^}U56#M|#-SPIw8%q2f&hfQ^^L8Y8*8gO8|%Z$4@<w%9+o3x
zRC#cORyK`}vfxTfHZ-%DS%!6(qyu^6u1bbWOry<BfYcZo&|<lhI?()Og%<Sm=gn>H
z-MokK3@f6G<Ipgi*2bfQnOhy``OgRtVv}MacRV;(x02<l14Jx${I)cjmcv@^sAx`l
zE`PP$(fZOU8aQH;pcZ?peK?koI-S)X0Lk&>@6fxdnRjn|sWO5insM<$*BU42h1VA@
znSsjmZ44DC61+_Z7a0MD44Xa4=FzERF`F;oF-+jkWAC<D_N(*Ng~f#xp1PbjIz;5?
z)Qe_YUu$>kUEKP#d+lx{F|uaM=g-y8*XF9rOpJRv4-Q&JJTfLXl@&xxXG($f(&_3;
zW-oB&T&?8HDSx>W(w!4Bnx56-?1pBwFSA)JD4Cg5Tl3`6-NJ;kMNDPq0C)2C{tALC
zZ~7g*`_eRvFpx<~-t*h_R93qPzco^AIS8g?5ts*)tkWd;1#uP|Xy-NDS&UTWaC)z~
zYs6syW;`R+nTMjZ(BXEPo@Y}<WG0o&^NCiC(U=TEr*s|L!Dv0@q7c6ZpgO5H%1KHN
zF2DB2>I8DA2Am)2)zeC4^V{sXVwkP*JA`Qs>*BdZ?;9b&`n(<NZ=1~$J@z*0_xx_%
z`@xF$Eudj5zREB~4cnD(`**^s5s7db;TV8SU%4FggKlhytO}hniK}P)=ZFAnE5UXc
zSBbO~lwf5HD+~Gc7;Pcs*Q3ayzS3eVzLK4?%0PC?=oHFJcFOoGzaCST%4DX@);m*E
z>yE3MeF^#Ij+E|F@Ng5<-w!82GsB?y$|UGp=FV?#?Cv(;8xHGDG@sD;Rj37Rts-#E
zm66C}Pv*>C@d&(;%%+uI4b)*}S`C7BDUP5(R?()#Y>lk00sTnUkFb^{+ectjLY>eO
zrme7!1^#0ls)^Ef`ee%7g9o56izMq?FY3VO9@dsrvAir0K^kB&3`5GmukFV+v2=A6
zK=lcWT?7}vWps_=Vuan24{!e-MR#ChUBY9Jyt{rArj`KnX;aXFsMqb+dIHE2p}}E^
zjDM-(neCv~M-vWahzV4oZpl47?V^Wa;Vk1ffa`Wh*AciArxvJS6*K^ZUI|zu^2qml
zJ->D*Dn)&;4jXWqs@KEqO6enE0DW&i^x9}K-5rTbdh}HX2FAj^wGTgfgib)JRL-Ij
zaO&6Z!iZgzKo6IMU1<fohKp#rv@)$=nz|U9$O7(w2k@e94c*AVVxP@R%|MzwX&Lvy
z>fJc9h%`>d3o1YHOzYUYq%8jCh9f0QvE_WM#j@by6gN0yJwQL{o>Cq4Y5!q<w4K=i
zLq|A^opNmIN2kuiKlQ6qFWE^C_&1yCCBhdTE#H_|^*&kN#RAtZ_xvgw!JRJe3Y6S(
z)G^Qi#^jUv$Zx*Lh}>8aAH(v+1dKOGA9`g3M6nyd>PD`>@kbBI0MHAv9-VqM&Y54}
znC2H;3t~!G&f}YyMKi*2GR>3a_0{d|jhj2$24@fRD>IUa&na{m;Nr=f!5+YiX>Mk5
zDQ$H_EMT+_DK=k<pHyhV#=K^1tzQ{TO>B&xv(hn1D7sG@DaKKxB#XDfmdbd7l;M>R
zgZNCQ5>j7KmHyEFurw!L%aZ{ACO@#C&h037dl9w@+^%QDT_rz!uY7$%{Bi)$r`E9i
zV*3NX7~uLz6J4_k7LBQ6S8&zQ!<(s}h-~^->6`sV?atbMP`iUn&?_M$z9ch=sUU+!
zyzYujPv{lXs8&w_>2yxCv4`rn@5ttuk#{w_PXP7=NJZ&1WS~`~(@b<k&qbPm8C_LS
zdD4~Z84)K&Mw*7RqUaln!%8OAR^K>JH0k`Q;`$FWR;mK@Xustnb`;VcOAOcPOFAuM
zTGAvR@)vgthzahir^QQt>7W<T`>)StPm0HhM{+vAot)i<Lo*%lK{hcR7_0ONe&<yS
zp0_4~)rEP+czV;3gj?Qr*lr<g8jd!5HM<)|{LR5q`8_^{7nFz1ctzoIM}eJai1e$$
z+4yfhUj<`FpbHA#^{*V$!EriawERx`%S6a)>8V5K3N;sqH&2i;5!^JV<G$d0@?e4`
zwrpwf;-N?Nk-xzse}jkUZ{U<{nh(U?ke(sD|KWRo^Jl&{^{w*CKmNscfA!~nq55b3
z>d#LfIr#TF&p-Wl|NS5TbN|=tT7I2hCSmh`SZF-5@GoHDucYA+_L-WBpZ+GIp9ZEq
zyX%xV=t>|k)?rI{zuXO=qQVL5g10zm=$=#gIB2w<vtWkSl8liiptvM5>AFiw6=vyU
zs4$7f7+OrtLafZxk0z(nB$BpTlb%gTvq_}JRBmb)3@yxV#|-V1;rDy{VOQr)T&E1W
zwG_HUIXwV~KZ%QgK@XNmP}ROIwmXjdqKQT-`ElGl4Z5h%wcnsC)3yL>q1;u!X`ty7
zkp3KI7gwzCc<V^!j<i{4t7u}4B2>Tk-bw|w(Sp+-|8enisR9=ru&sVBR?eG0=PPit
zic>MS#Xrf&+RVKS(wOKt_cCw+&zV0Llc|7SCN?R)Fs=`9Sx9;7L4=DFgr%lg)7xkh
ztei~6JJul_51DJ%?>Bo&Kt)h;B4rp=yRDP;4Xdf47cAn&4@S#M$)&GJr9nVe2BDqL
z%0T+9taPdKa^xUQo8z%FKU8a0R#PJ{ZC_m$<jQ&+5fnIf?Kx!zuHvUl`|w3=9ZqL1
zF(kqTZ!wOME33ERwY_&ej51_`l80EiQx<8RE3le{X7Yk0doyeXt8J)%Bsh^`@uN0E
zX9xA2K0u8k^=un&Djork@MAz~5~rN9iMZr78ef(35^jOFa4Q9XgGlm6xSX^qLL+)X
zhEVpPUiS>WI=&kUby*5_*OzhORPVPsI2a2o7J>Bxh({S!U9<tYlH}`DfUciAO|Pte
z^!DKK0JsHyP;0gLtB<&IDq9bL+<--*o*AS{?+B@N;h!ILYt$4J(+~S?AlMKHcH*h@
z@+za;ZsUG{&d4O(Z#TZv$334xRv-fP{8mSGByJT&&~WimpOr&c>vW9HWz9HsAx%@|
zs1HnH&$YjjT6iL|AC;AJM!nI+5Q!+$l%T^*E6qGTldc-UeV~bj^`IQ}>WvUcrI<Kb
z%974)hB}<GcwVfcwtw?15x<~uUQRRLQY%%ztH$$ql8^;S1um;)1-KNpw0Bs^bW-c9
z9>&^N>B4cYvaC}0WmZ3hDp-Aw)xJ~+mV*@pwN`0T$Eto95wj@|dyz;5DYUf+doLVE
zuu|Bm0w_zUPjwbJqA0p9QILHA>7uvh4BjUyhgC+2n5%O<+)YcRv8sa>JL=gXlaUoz
zU4$d|v{v6^EuLrT=&lp#bWztzT-Xk<I+se=lATP|;(bXMf}WSkr3*Qw%E>e-=9a3J
zvSFi2mn<ZBZLtKa2T-$S3mx_7B9{DFHDs}RP>&}DT_wg+s2->VM*Xrxk$yt8rxKyY
zQ{M(fuPpjXR)`=9Dqp(vj5O}F3aASld&Eg$OT9QCm2<O7EEDs74yEp!L=H2%B}SJv
zuCHCW9e3kxY+=0e`oLoho0+0|l5*2%rhB(ZSt4;zzHOPFZ6JFGrd9c^i=^M1vIU4E
z6vrwdXjsMPDEdo%ebqFj$7A5XR}nNe&TyRi7HH%ue>RM@DoXhkX1ppk`k(yX7sIWm
z^Lt%n&@!A{CPQx`&MuQ?B>`)n1?-V!w4UPpvSrHLIJ7M%nB39eGkJD7!(5*T$J+5k
zy$zG38au~qPnK6RqSFH;JsJ7^OgYW4S;GiUGkm#6*VIqomf#5AYyl!%E&AAqpTl+#
z9wdv)JlRj_D?dlUY~P2e0gE8ITplg-6E{4M4@+iqcvTs~I%mrnnToTg{AKRbolmlO
z&SrH8hdjzJx1(~e+iEvOkgoai+(I>2s8!D^j)x@cb}_lruv}~44A^ba$(TeVHnNCK
z2%g_QfUc`mS;K)Bx`N8;_3f*gRL&|hXuRqmkGi0%Dq6`<O3n<V&xot~g6?7L*&^!Z
z^1@to(cj(GZe5D49K>W!?(O5jeH`O;AP0V|@A?MP+4ePMn1)&GbN6j*Hh{E?0A;XA
zYkBW>`c;6wUhK%<m0H+(e;T35u#R{zMd~yU{5!t)ZWj+OB0L$6kd+2B8yuYM=}rGW
z5P_RG&Q!bMoq#K`{?0ly#2>YRS6kl#aI-+zow0<^q9A|Lo>tFs^VmEmQI|4FTK4O&
zNu{qx;wvo0g*Hg(JyqrZi8E2)JYSKU@(To;9Nvq_QXBViz$(5gu%M?)P_4pd9Rb&X
zWrp4%sE8&qg#8|DtpOIXF95H}etN&bvC>MC%Cv;|hF1kpx}};6eS}xdBYZSiw70#F
zu3!BDk?R)v5cRWV!_#yT;t5asUBFUnL56f`0ps2OI4_|lHdO3~W}qQ;4)&+_kbCH8
z)a51fai~}BD~_1m*IZMT=zB4JCi&N5%a4yty}(}|@?YjZVK_A|4@VV&=M(R-2wN=8
z=(tlUA9FBeST>U#)Dci2=bQMWb3Q@uPrnN)bc?MY8{gtW;u~jqG09MJ)-7$wNjOF`
zwWxfGKe+)%{Z1#1jRC1j%lM$5GqV$wsiI74Cj&MOJSA`GuHE>cqD{O8U}j%H<N-cG
z&WJmQsIsrBe$h<35@EJonAeG~n~C^N_Zv;9janVQr!(m`JhCWzWKs4IEy_}MiF&^D
z{^Nh}jrSk_=0AI<{tJKYE6@I)fAH*I`p3bq|I8o!#54cv|9$$;Upn&f-_U~V{Bl^#
zz$U@RAvB9peg25E0!D6X2`c^lHDSi_F@n8F%Lb1=xbA`p#C6NcOe7^X2&YR{L6HT;
zLEv<04Oh*3VfP?5*Fmzi=RRH9K4^!XsDXP^<CAsXI9*y#*kY(+qaQ!yWs_06{5r~^
zB!$%IN0rm1YmFK?uqL|4lV(yXseBpN?mAuDO08P9QleGX5%hG4uBN5;u%_T4EY<{0
zy@Li-f`g)`+tZ~>{YJB1CS8NUBAX$d#;z2hXUf~y@74m*6-t!M?M%wJfFTRMQ4W3b
zUvuZeTb^`+W^TO+%9nj$TSPZws$qzo6h;legdceO@ZchX88>6aPy1BWWwLluoBWt#
z`)w1$A?!)i@xa5L8)^|@17j95O`$wb8$(?aVPy>z!z&Sw9^%9p^8gN%F}V%IN`hB)
zc~b?w;vsSzE8{|($^PpoB-Li}Vp(R#Rp+h12-8F{pD6T`srQpdHgXR4;kqt&vyEz_
z3HNl;e8il97*r4N>4y7VOGZpm(8yHT%|M2NvfJn4Q|R1GK5vkR{XoBXo~tk)xXtqN
z^;#DZ?2X=M1W$RDUXduCp0t~@`_uSM`WQnosygVs_h?awyTd48e3g11#8(rh9m*(1
zrsEnrjLzT%Aq9@Qz~+)J`9aQPZLVH&_0TP)BZBQz(AcwxaE<2QEFvI=Baj*~vykii
za6+4n_Rh|?lI;RGZL<$UBJ<Tj<N1tcXGSD9+>Wb4Vzg7{s5SLYni4^DYs%J%4}Zoh
z>S`1{OBCbkjB-IU5>{hzdDn=NPRSJ8^+3!oWlaBAAEj{|QCQpBGP8YvoA?`SJQvp>
z?dam(VQSZ)N9_B1dZkgSOR|?GsvGwKJ^@d5*nTF(Tup^BL01!~dd!t^CR%*USIsV#
z9L9>4IPU{}P2*~eE;7FIn;GZJ*{^tS-w-x;s)MXoS2T*c(^%QnLcz7?8X2V){k+(3
ze1Goi=*&B<wK2&URvTlJnux*11iAQN+`d7B92lkfAu-(}N7f%acdK*l#<-lij5DrI
zgs1^lIw69%N>k0wZ|ITIliG5`w8nTaRL7Rf&y)>D_U(mIGO><(YAVOI@Ceo%>WYJI
zI36cBmbkv>YRzsLxbc;x@<MH8ZXuZ8Wvv`@o`)wclWwxWIi@md)Op-rn4#f)l+K2u
zcJ7SfWQXU_j5AU9rB$q3qyn6G_=RSHp~yi@Gb_Ka6+kA-k8A-DxG=-Kz_JCH6UP~G
zpRQv@(}7k1o<U0iFAu`G+y3At;M6(+LgdP^IC6>nEr0lJ($oF$+Z2VmT?g<X1ww}N
z3LT+wj`iS|+J~cwh*^fyb_qeuI!*t8uJ&s{fb(m(Hv-HWqI2&DjV{RTAt?8LqXsH%
z88rEa->wiUUP;$PeikB{H~cxU)ocL%jcOVwNC$Snz*VCFek2rU8SXv;&`mH1@HuhJ
zkG$=TYa44j-Ul~Vx2{}Wg97RL`qiDQH?Eh?pv`Bgas!l3x_fb?Y+~E*dGfF?A^)f&
zOF28Th~YwkH&DGahtITt+hCX$ST8tc8qUNipEFYdwgh;9m;c;z!~W_UW9BK>jj^Ws
z=uY?1o$f=t)6HD-^#;ZJqkpmR{&)Y~U;2Ok$->jWbLyvl>CfN&-4{<)KmOpq_x{z7
z{p8tCe&j7JzRoZ4u4jaxo{HjOq4DVcw7~tT8oNW-XKFn>_UmKa>`J|T`u*-$x4VUR
zkSSNb*ya`8P{s;O)-Q^`BX2WP=#8}bOrbT#mNbRp$Q#uZdU?06k1n$x-evYfy*Pg0
zSGx8c+N3W-q`j=;-jQz~oVQFoh2*>oVOp7YOrNuxjQlaSSc}_B@g2z@4J(zBai1{>
zY7@EAm@Fgty*bl6$$ha=TyZ`ykdC{J{2q+y{JO3;@_XVAp=;c5Opa!J$??s?*D!;<
z>b&Q8V1y?jub-*g4pw$NtUC&>FOQ?AL-p@GrVc*jT1L87_+q=a*Db>*uD9PJKfhT7
za9gScE3;Lf-6?Zq(M+)h?>X`c*n=%oGu(q87!j9{((IuyrE#%e2WD7>jG2(Va!qH4
z5f}LrXvzh+$VKtBO~1Eax!!M8gDwsqFvc?~AEnkj1iisZx59f+gL4OrQgL3Q>G`hv
z2+l&Duj*5vuk#a?v{_hB2~eJLHSD+R?5)SbGxa1(&t8i?fV6ISbOJ1TS+aSAy|9><
z<H`nC^~|L+wX+^9h~|Lh)@}q%?{XtTOS;qa@I2x|&Chx_n!%p;0WL8RP-fa&ZP&ZO
zJ?~o343M#XCsdT)G_!f{!lQVv0?$+`bg^-#QQ2*<ujy0Cs#N(W0qrD_KlQ-Lz)*=;
zPDX^MCn>BGHLnDXnesO);R`O-<Wqv=R$q_PHLQH9DU<~GJk?&BIt^De{<wTx6?6;U
zd>B9sP6S+3{5|imBF-$I5%6goUY=KTkQYx`d`a`iZw|h<@l5rmxIlAcNxs@|mPDW-
zy04NmV%XpaK?sGk+Kj?D*wLGrbE2rQlvZIyz0GgJDYxDya5}nUy9Xp4`WuC<pyb!(
z{TgoP;`2TNN3|NbNh3@-Rg&BPWokY|xd|5lF_%w!a^j@hIn10qo_J~az0uSAB&Wr^
zlTEG#fSCr%nrZ#))BVEy6uK;9mX9KA&<hA2^l(2s9~f~6Ch8K&s1wJ03ZF?ad}y|N
zTzJkNamVnH*KCya7$z)?GA6xafb76WJbT9IA@1?162U!HVJ+Nm$v{CO1tlq%NBq(G
zbr4=;IWqNhoFl(bF|EhxiX8+@FW;%D<2$(PKFl#UVr)g#c=Uw$ypc6&Qmc5~|Keaq
zN+!rS&T{-lw*y=N{;6tkTp4r9v8iXLo}2nIWaMl7=pp^(;hd=Wb4Vp4Rt|~hQAnKl
zgKy6o?PDIKpE+{q2O^XH<=6_PXD&r87@UiJn|w9IK;s`XOpZ~NjDsVyig!n3b%xtA
zL*h^Y3Uq@H3Q%P0_@fygh>l~IIvp2^8?Q<w+i^sO3KDg3loBee>oO=gzYgA|!@Q-v
z7hoS@cwbYjrdAL?(4-#Sr9Zk$e~5SKj#pkTIrNIM%zNMd3;#{?tyliLfA)Lt{AWM$
z%fEK{_kZXAc=tEI`}cn7uiyIVe|_}7UjO+GExpb!hvgc45_}xOYhl&rk2ouE$*&~)
zRLPFFK^H%RXVlW&q!+cg9unHI0kC{Zl7RUoJEQ?6B@geV808;cpW`bNO2DHZ^eNuF
zy2H-}jyHScC|yR0(0*-4;o<6tQdKzbLThcf_(<Q~5}9KPS4pl4EjJVtrF|SbJBBY7
z^-R%oKkDB@xD&$XkKL?_5>d*7Qsi(|cPIc#us7AQ0x)8ZL-z=Z051+0Jg5plL=#k0
zTp!?MPN*PqXawNQmRBcG!W%FM1~5cJkO&lk=5eG55x+tFma!p3c!$JqfO;<)4_2U|
zo=^Nn^oYc7z(ps1FIAQjzY#wo@f#J)B_GV=fh+a}a+y0j{M4Jek_<7y6AAQ|NHt|g
z&oM|M@H5UCi4Ytjv*BaC)9nX%hRY>bP^(u;_|mC*Oy#Lv(M^EY0Rjy`_mRI#x+a{L
z<3Qff1VMx2iKGw^@OI6z7OQH(4oAL-OO%`1!_x4rMEbskqL0`$-5Q?D38b#vlktE)
zl0o|R{(G~)>|B6<vWWRGs|F5{#VOdh_`Lrf!br>$uBXVd2yhEQW?F<k=yV$`&wCdG
zx>&+va#%EA+|MHb#aWR%$%ohWdy$;NEAxUZATLyTqc|kbRa&(Ijnhn0OTgwil_YtS
zIt95@s0PkK5=9>ES;<lXA(3_2eFnJ^q16$8okF&dJ7zfwdOaA`M`$>aBNtpj)oP{S
z?_I$cS1P<Y^VBI-xFovo!uMM;t?O~{DDx}XCZ3eXKLf=J1_n?4@l=|UA*oT#&ZN|!
z#4I75i`yin*u*27BQYWIEsSv!q^_Y*LPFick$_#4MfGNg5Ags#%i^z&1wssvQb~vX
z5P~eCe%!)&nvya8VkpelT8_U3(7r~2U@wU~lTr%KI>^N<G_WJ^I}ggbTUB2&BWI9$
zDnVVolGK-W1Po*woC9J-5t1D}B6`D!w87*(QU*Z-hEjFqD4sU)xX0*n6CA=Z8OW{V
z2ttH_VWA#g1(1W^24tjo`a#eRa1++}B&c5x?omgs2i*pRLKVrI2nf^wbf@3iLDE{&
zk0MoYTll~<F{SDPD3N>x1qnG(h_BOn6@aQhZUiJ3)1DC<LwCdb?_puW`zxj>e3i=@
zAT_mGMrReX**yLH+SllnT~PJONE&fA`bK-#MV*t0n!z<VKh4jG;iK~6yIeP?J(<~v
zwSg=HnR%j?nUhRY=H;013cVC^EOXBoLZK*{IXJIqZK6n5s>IUg%seZ<<Lb~G|NIWs
z>7)z;t%;DEh=taKImz!Kp3zTk8?76;t%<Tp<Nj5EiYT2ye%I~{vMwvF%}Ma9&7Tyv
z6C@hjY2BPCr=~;tgQGkVx&2I;Y9;UcNHh7w)Cto=@HugADAS4IJW&4UXJ_YG7de7?
zmvQZ<?=x5#IyLotd?^SMsfF^nVD=nWrY`{HT?Goo<zAq2bSMFvbI=}@=YzQgF32sM
z%4iAaO*if09GN_Frc8b~Q_5dvH=WybCNugklckd(4w52f6x{_0tCa!nUeI{}6ad{o
zIaoOtSh?JJXq;|v&X>Q@Z$c~P-H1AVvkq&X`8l%Y;n8{%$qhimtK@fKpwi!kNySAV
zne~FOQV-Z#Cx1?^`a-%6YeqM2rrHdvGc6yrb!Rlt9g|Rh=dVdTHi6WR8L!bnqv&kt
z-RNLjE51b{iUGW`yL4t`3y+^ncsh5;w1_;d**XL}Vu^xADv6lt#T$_f>2=Y=sT2|W
zB!WA9rlb8v2SF00vf*8B;JthID$2B{5_b0}%F+yl41J&3ctQeaspfdqTCh8NzCOD!
zTU%TTs>|o+sw=gc@2~96o|~`Lef_HOz1`Cac#HYs{&~xKUJ;QvFCFv($$w=Vp=h<O
zVI@~?aaimci09M!iUG^MKDWf2y<!*IXv4`JL&F)~NXsx#{{X40IPRDXe#s`q8Kg@F
z*Z88HZ3}3Hi~&FOvYiTGGy-zt()uq?gTA@mV#E<)i^hG00=v!$J93&Ojh~f@czS<%
z>GslMIgIX?jSTvQ7<}9R^i-HIUmv$i)qt&h^~VsktQ&^CpP0c2$gNneF;E1!`(L`U
zoiRvSJcfJ`1_Q{GzNows#{#6~6$fH0u=QEY3i6W~g(kRP3nY>pl|_W%@<KhBRV9Z+
zp;5Vt{^9=l=@H%s42T|+dRU_uh~Jp~UaLv(OBV`+Ac_|Z<Nb&qV)m`0{2j$Rvve&v
z_T$yYM6)C1fn&23_{shG1Yk#cJ=he|?XAEA;uQ7wd6_}P{vl+b>hcON)11?pg&5Q8
zJ?DI5-N#Y~6%!yLy>|&;<YJwkVCD=OA}S2$RDYj<rU$wt^-El0C4;f31#X6$ktqN2
zmS`Mp3fp2imLsPuD36>^EW;`gBQR268A^RJPz>v>2lX#unXYbKeLE@%OcK3(``$h1
z{sG4l_)(*I04k`JLa|6d6l`~VC`N&}h+RdyR|05C3y>xtb^ruk+;xPQ_}hC51_i4+
zpka3Vuo=bu1?f`(RZIXb?K<v3u+IqUrCt~|BUrPFW~iot2ZV0vHW1SV>dphY6@hsj
z_6F4hiuvC5uJrfzgXnEZ3BBi`(ppfeQWzQF<K89Cp$2N~He?}OIU*9wR&db6pKs75
z25%o8-+_9MM`oeAvb5lzUzwd>nGfdu>Qc2{TUyzzo|{{&o?of&>dgb$In(DEDqWES
zv_(B79|QHuPN=9r(LtTFd?h_gMYeD28=Ut{j=Vy($OT><C}5NPQfiI_AttDs{%?&i
z7tx#RUKf;*5@fjbUh<sqd9Uw5EX>Qv$vJCbP7Z(?ZSMOQuWTpNT@$C4kd!a5k`tfw
zWjSlv%{=U-)R^{|oAr|;h;aS|&e3CPVozC0KTM9+ST%7Ii>{<x?xjw*354K<$~^v?
zEmvoQrP}NgyLDx!>TYLZCpx(HXf^|Q2|bR(I3363hehHUx?bsq%?jO*$c!pSzM9g?
zf6=B(VWi0d0oxtTWxgtMkb079+YY`{kh-&|rXj!Zwsx>L^Fr6XD3?_<{-SY|wyNQu
z!U~q$b<|+RK0I*ZIZ5`l^eMr9UYX^VVCAlm_LOgs%%F8ICt;bZjFC?wr)rP#IikGu
zOg|+#5g!V2#eyQAnE$@R3Ig0$?)R&-?V8csC?!o9UO#W=C~hI&y~aXHJ~wcBX(9CE
zo|oK={d!_EW^Af>V?+BOek)8m*Z^Hd5;ofX7WP#FOdr>DJ%s#=4S(KbL1Rt~v3|28
zue}h$9YOXKxfW2&y<Q(-0~+w#v55yrgJ)4S4DWba-+~MHu-)>z)OhOGMmR%8SkX+U
z*4eMn$-(2=#WoHsA-n~g(0XLNrMm_D#49rF-}|(;3t?JP$Ig##JVm9nt*kW=(lG+V
z`%njnr>d9G@E|B<u~fx|qT@qB70o~^rQYmHr@rgq9rW5EHh*1MoL#~W7~q2O%P;n!
znt#oq608?g|4!>BHlmhF<Eg83ANFL@iH=iNkjBYcVjXYxShE#Z7T2VneA<7w<=Uiu
zfT1It#ZGx#xgGKHVy8c--|!X?pM<-`^X1(Dg5E7xVG4C;KcqOF6Jmg8aMKY<=*BU<
zWjZ2((PLOT@j*`IhopGYeG2nXWtbUBhXzrbpv?HER7B_JILOk;LUaW(KgP4UAg?p)
zn+oL950hEMuMz&y^1^iC-aFs|q3J&IczERT@DM#72KQQ8{JobS-~N>^yz_H&zx&H`
zZ*717z3=?qKm9wuzS4Q}fBf6Ockp*Nf42SqYMFI@nS_7AVWIKJo1lO<fs%$p*k@`2
zKK|FFfoSZ;pj;Ge_Xpm;4mdohQ=_p(l6J@|C0J8lzp=A%!CMd8Z(~P`n>?r>p=IoM
z>e#(`l^JvLXGa9>7(nsP_@VYrNb^i^9(D#C0dnmB)9n8B{?Ty`7%+5qZ7B!5BA}kc
zR#;k2A_x?jTVH_P8Ll}!gigXe7tZ2|-?)G<e=iIBcAZ_Cuj`-Ex?TU2#_#&4w2fCk
zm&L_KOqy-$b@Eb$OqBJ{MPV4Pe?n<srb^Nn`}J<vp$$GvvP0aIBR}qm5hvYSyGrdu
z4n>0Ot%c>G`AAydn@^So^1!OwA|!b+OOaQA?VRBy@wyA0*vR;h{4QV^I_A-hXe5ts
z^dzQzNX~IFQzISdsQ5!X)RmkL8A*4Hbc5(YljwX#(Kwb$RTdqf$<>N(*$#x146{UL
z`&HXsoce9RW}F_f-8g-ZZO7>seLiYe!}~#fr%$JBvW^|JU>6T5LCsPXoSp}s@pPA(
zU}zy^HBJ*|(`y5kz8>ClVQGvnOVgUR;Sqs6i=2m?HsVb2iANGzWJ1evo_Y{;0Oe1O
z10mcm$UJj!5D}Hpb*MJ4FSAv>u&Xy5IJ_koVX<3<n5ZE6NQbdYVCZpzE><*{xzqxh
z&g3Uq!Qk0avH>%Gv%2%px*GK*J5u|reBR8E-#7K~ViN+b4iq@XZ7<B==2xIb&rnY1
z#+r0fF^rGLrG%H>+WUV!Zwuq1lVc(`W?xFjfG0<&tK3+V=~OL4<Mq6qltR&EW1Jgd
zGK;2x0y!Cav1M^?bLC<DnMTDAgy^{P_?a>#PHOB(_w`^+iQ^TG>JpbFtQLbQahwXv
zqx0ne7E3(8ur`l0cu%0{k+@jat?HCk>`{HE@PGQB`ea_Ya?ec41UaK^njf{6!+Pf&
zxp9`yFD}<Ok^g2g&6!gEa+^l7Q%-L{)&Mx!<srb$WUF@<V~vv^nmbotsV~%b+0-mM
zRX34|oy1j3tI=!R4QPx@kP}W}l$@8>)Gh30*!JtNX3_Z-v3xZSAp=Olo<A~icj*_B
zG%Ks*xU731AKO_pUa{zt_3tQk45RbBRnO+fez#yVGDy5^Q}=88i1(bh3D1x>W@HGN
z7wua5z2dFNBx3g>3F;(9!>03+)e=fC-jr-A&)IeKiVk=>g;y=w+vMyyN=FSPWWPJ)
z;aXIzvT3mJslNi^3*Q}++Aw1Xft+$P#MTSIs?mN8m(J0h#sS<mW>?_0F~_bznZ^=t
zI|#hnZC<QJK?UFm_bNfXU-A3w*umTjw#jw^H*NGu7(5)u!mXYf#u3_NLP4)mj)ZxI
zVRT`bVi*P*PhzU)&sVe5odff|EcNv~Wim`Giq`oRz3_Og02;3YT(k=lQ3HuWwFj{T
zjUankX?GX)%wazwn^n2ur4!QTpY*P9FJWQiwNXRJjkKx_nJTkH-cB>$TYCbumm@pf
zp4f)I&*^hY=ER(__GHh3-0|pk-SPUF{KC(lDX(8y{dnW{hZ`GPtJki6ykX_zpDgpw
zly`gGASmBO2uhg0e1hGN_&iZ=!2zFNb}lvQU*_(WTD8%GjSLH3nIyOqRR*@Hsv<6@
zFTt7ZH?6r_yW1#lELdJE60fD@yb07myFJFSKqeiTnpSy^3nPqWpufH~b$;rMU2@Fd
z+|Xm9gHnibrsoFwZ(o(*90pWu3a#9ag;@o1OUPIB|1k|9nPO?dXRTb86VLPl-09$M
ztE{ZjP{UC@s}Psmrm0h~U}{ICL4-Y%wBZmd0u~E(7F3PWCDiZKKb-M+4=@<z?~oM6
z+kPr_d=rj~83?gV;92$7eRO^G=C^KNTfMcNTIYjJ;P>NkYLTky1bv?YOpyA`OrM~6
z@0vg8UpDX-JXoI7sWYb&6lZp496)=0ir9cCjfVDmiWKtYP$KDK5SVk>HvKE!kEQ2%
zIR^VE*CY%|nW#&N7sjON68}Wc-`fl7>C{c+SdbA-PBCg40D?`Yns_xuHun6WDs=Oo
zH{am0#0^R(N=3~NlQ~um+BKT-tap{5_cGp9lhnifKEO6r&Z?A`#J;7n)Ah-mAgHW0
z!>HfoMfgQ4^&^2hrkH<LZ)+rwk}mbE-p^PG&&3H`q1_Rm=U1OaQmka@VrLi%rf1?c
zE<Hz{S6yK<3wchbl=I~p7)su|i`N{fF2li-Vr_T_uZ=2xN<2tL=FpTMSr<OCE_{gA
zh4CvyYlu|I@@(p@{}=ys^{3wbvA_2}{p_tj{_&;f{%YgbxBi{KSl$1Pm$v@$Ta~~4
z-d!!U&M$|>G;k7p970n$)#r~mD`5DjB>U8i9g&!f+OGR80~y$hRX3%Nv2SREZEXXn
zZbM4fEbwAs8>k+ZFT=l>O0aEUX|>-2Oot}o<<#Gm=zL_t9ZNeN%Y&-47IqHcrM%x$
z6%aVHqXw;FEM2iMjq|A3N|%6P41`vVVVtKB+b*t=Zwz#4+ykUEC~aFn#<YDBH$>_B
zGBD9-*2|>em86u(;<|x#jDAnCrYoYDE0s3xV>?~mhCg{N5F-lc=7f1DRb+qkdan&|
z%pB(84|gP-8)0U7D`{p4Bg&-tqGjA@nLbLZL~Z&=fDou!{btBv{nIkKv`jKBgH6kv
zlR!^OkbAZy8w@0?9GRfSCNoh^M?WTTN2x<-0HrD^>=JO~4OnG%%dVWJ#o08OnoWZ+
za4iE8AtFPN2C==Bwm+K|bzJsa!1g9|pM)72{cJXN(fgM#Ulq3nWCpdNpk6m+@Tu5_
zD&=AlMdT-`0!w*Z*;MykY3Y&=H%)n^m{wAsRMIl&gGpM3_--aG$5yYKmb59Z*iut*
zXO)&ld{Hver34IgeX?sca8M=IL#ENzDoavCQVnwIz>Q;oxP2ES=&>;F128CIjl#@N
zK{E3g;O{g*AEX7JZN6t@qOX7wHPmO)An+U;1kx*+_#n5Xm!lFex)TV+mNni=W!?#?
zn^Z(o6U~C}!eDz*mb2{l>UeX?KHX85tGG#)yeh*)yyFrj`2!dx-jFym7d$}z68WnV
zkg>ep=+azBx@Ped{*-XmR;fto@I=n~=Y3?Wl_N2ga!H4lTDIVgFgg>3O<bZxZ1Pw$
zjU+9Fx-8^(Yx`#!3(HGq35{L+l1L9u5<>T$KnSLp85&9u<7q37kDZ*>Y;<5MiDLFg
zO!X2woD?VJ2HLH(oyeV(cDSrcO(9ZxVrg^Y5?jMaN-Mi!2{_J*vcXh6GJ{DeYB4Dt
zOG1+6+LCB#0`FIfu(GGsFuz8Ag||yI0aPBF!WvoV>mV%eAiGi#=XgH&7G`HsdNPu4
z3$j|gU$M#=8Is1d^il}j0{oQkz<(H8Gvp~MKU_{r34M{6(HXKZzzJJzOZ)vuE?$;?
zOKHDEe^^OU^(9jDYQpL*@svbVmRTb_@~#xU_$h0=kU1%*qI3c}IyO}jY18q1p?<3=
zSN)Qx%iK*VGwp;i#pB88PqC46hA~b7D@+%a(Ttp(lwwO|Rzy5lBj+JZ6fkm5qcon8
za~jprjhvkn$24+Ir#YIDa|XSUjGQy*5r`e(PbhIKVC0;i=(w-fXUfPqaRW|QH!ngP
zd4v^_SvZPQd`(c)?0Dc-obKsfPF9-}N-=SJKzh{UxHo$&=KfXlSO8mEc=A-{U`xBJ
zVVJr78Gw;IwM}K&^6E@EIp_StIpmxvf4KppA#3I1b~uyAVSj~K7`SMm`_>mQ687gs
zl>-Lc7zOA?$}3BL)ykEUiKq=AFlO55S#$?};u=x#tDt){B-D{_B&^ERW+{rZ3GkSD
z0AOR_{>YF>5*S%E51@hsV+d3o93|=iUX;~z04D-q5f2t?zQCmc^daJ}!Ts641AkZo
zROGAxWSlPD+i%qN2{$o<%dBDM28E=6=4~ESysPk`4*VW&R0%&vfZSApl?X?}sNW$?
z;k3YS1ojP@A@O-?2NG#n@j#c<VMIC{f`P1f-wOL)&2N_|JeB0quM+BGqv!d(7>mb1
zTiWf^!kI)<XTBnXTcu$$FZ#R73sr!oF8eDh3+HB+=WC1grMX>yY2II2oI9sQhi~?v
zsf4DkRatA*c^IEkkJKRYV+Jx-kF~ynum2#M^212QoDrL903NBt7m~y)2^3?N>#FId
zgyX<?;KXX^ov+59rWzjv4B~|(uwFI{qIg;LFeriG5qOz^5R*AvbC@cn|8VhdKX{R`
zwwYY>scyf`qRz&2Y@;#Svhh;Af%ywIl?Ujog~~Ew8!Xh%`Krw??&1cf<M;NFcuqhF
zo}ZsxQHjs?+l~7G8D2)xTzO@7Q7^^1$MSvQ*8STf^lK4#MaPKafGVD*U^#9kMQ+T>
zxSgY-IlkKI0s^?x1;`@C1K<kf#oBp)Whr1R`Jox~crYucCA=l{S+pF{ntwvity5F4
zsr=H?*g%*S`77&TO%u#r^-x;UX4X}iUIvQSnxE(yp(@X;zOo)55NUBHijsai2P-?+
zoD}DzAmxngH*pIPbO|%S1X#;04FxH`mEI$Y5gNGS{ZWYS_YY@6VKheQ7i<^l#;VZ{
zcGT12>`kb~iv<|pfwjHtQjF{9oKLFCuMcJYqh5o6XWNYt=A;p*FXUrL-m7Dxr2Z^E
z@MF|6pOZmDK#TJ?dL<bz{`NtuN+9y9QLWJ^&Qn3kXVd$M8Tkl8g|Gm{St(5WOX<vz
zd>7{+AHmaGBDjFw1*m#*&*IMVFC~bMv36$@dd*$UsB3f{a$iiTa<sKL2Q@3pm}_nh
zYOf|+IM&)al-7c~vI(!DW7M)Zguw}|mE%<NWhaZ{tcf`(zMWq2m}_4_%3sT1WUMu=
z7-8$>;w5CnwJZm<*OTq$3P)bEa?yi}21TP$3r1zMwJD2;T!C22_oTQAm)c0RHt_*=
z3NB=N$FFZYiWg)pO3H!w2<tGp-jcFOt;D)a#o0%YdkRbA-wCS-C=}7J%D2U@i+eCi
zXo{FZFuxOFhpzRZw}m+*xvw91@79}%--yMt7lwOH9b51RxAq%N@0MRj;2k0%+}|7D
z4%*YOin;Gy5;)h@Zg?k{_BQJG{BGU*u!W&=RyXaLtSa{Tk8pA)Z*|p|1pBW#X++rn
z6QH2(I8MZY15V(UK|ei4u5Ie`H8PA%23Gn`AMw%K(AgNm$Jy22a=ua-j_zln6dzu#
z6;0sMDj_~Xp)WM`BH|KM{?pz)M2IXiQh!iKs<h%HMZIhWE*6CDh23DjH9jQ)U@1T*
z0le?s+*n=T+=%7$#g8IfBnY#<T^~0+u<(rEAkx{hh->xF2-~{}ZKJID&$aP+klTxg
zup&RuRW5yo%{9wgz0XUFxt2{(oA-dVV;RRnmsouo8lg{7S@NkU8uA@Z3m>90M%pF9
zdI3pCt<YH>@)w?okH%i{103i*kDYQ%AVJJcU6>L+<96~GznQJaTa75zwz&!NdY%Z*
zVK~a4DBqF}*6!kkpYqPnz=2@&1$L~JG`SIS1Bqgf8G8?75wtnra!>CCZHlNI+)nIE
zpZ!2RzKNUnRuFrv+H^j>-`s+uey5|j;73nx_M6Z%k+Pbv7d4-$f_8LjZt9h(Rh{wk
z@r4EHICgJjgpO8Oj{M3Do%`;vG@JR6F49mvEAE~Ar4Fhy_XB*$#!rcP;$*qEPj8ow
zvU#H1?M1+OW;>8)1h_swe6M_cLL4$T2K)x(;V46UiCVayO~{!Ol!7TQWvXFW0xfbB
zjz5}K^7tw8#kn$OCE*|+^&36XQh&DO^eN%uv4dBP`KK0hk32^=iyc_S)2y_&4eP5|
z53hRW(8=(~Vw(_t)w+@YaJZ;pI1=Q$6p8EGba6Y?+3S?=A#8mUfr3Rg{G&fSR#SPU
z_XWdA28s`ak;6GukmVPTXlt?(3`V3gVqhX&;Zy9x9z`<ee6`#-G2BZDf<mVx>Z8Z}
z(fsfO{>yuuCwBYf<BZ42H}K?T@%*y_`ohi9e^XzuBUt$#?uW%L@ut|T!niDnSsX;3
z0*+Use6LyV2px?O2o)t$RG|eT|7P>pp5NaK1SOUlBBd!EZS|T+jS&eFsd?Y8C*ZtQ
z4_hFV6hvLk5CKmZV+&@T@1^Jj{PWzd54+B88IYO&ZctVV*<{tvUlw_!e-tU4K7Vfm
zcgMr}i-8dzTl^F6#<<Mzz)w!Z^9u108RdqZf`{uKFwOeCPJeKd{?s)}y&)1GNgVgt
zsDB@d#PN!3@4b0eCg$}-=9;3-*6ED-<@ZT}ktdZB63nhd7ZjMTk06Y4{L!Q*gv2#$
zX_)YP!wu1xrMw=Uv@Z-!tzB8Y{=vqz8z01%2wx%9&y0#Kr(Ay<RqWAw2j!Mu>xNNf
zK!NZGmg^BL*F%KmO1>|&6_TdS{N8#$+WzG~H}}GyJp1#%d+skS{K0qs@SptQe>wfc
zZ*TvDckX@n>u-Je$qjx(+<zwliFH_L#M{kz(*!>=c9V32s?@8zD3~6cx5Dn7nVSd@
zNC*-$tLv*<J2N{#uL-+1314ZZj$>rG9o&n02h9L6)`Uw{y=p{=Ql0*YvjTmlB>RgW
z+95tY`Xp}62ZDWyEW)V(F)yor6G+<$z%B{fGCL3uQ<QVwD3>A&mr7(E|8_eO^HI>G
zf5xYqa%;|kN*QuX)(Dugc}~$GOhr;`7gEA02gp|vu0>=5c1e64uK*n+J@qe;nT)m8
zog>G}Tk<WOG(rBsnU0hQYs17>6ZM(KB@?rQ8HoHUsw!mkQQEg)+X|2vi1o@XrGT%b
zN8@;};yL{T%&_;~BLK0vY583QWnI)i06eC@1CvaD2V9x{4kR=E9Z^`-cNtw(|A+~l
zhhOf3eonDehX=-_@Rr1GGpzYN0o0e<3<i-o6M-=Uh5wa+P$AkL0D26|9WCC|$>-Ws
zcxVP`<U2eY8Rn+uO5FYr%SD=tp?NYbSM!&4nw1VK9-DmT%87RrlB@g^@|7@*DN_p&
z7lZ^PKlb?YExfW(9GXuUoS5WNt>g_-sd-%DH9YfxsO2bPiCub$G!YzH!V<^f`SXfq
z0ZPNfbSNpO$mT1RCcZgKyG1#@ur1c<Inzaaco{?7lkij&)>dH1(Q9Snr%8-7VAm;d
zIr#NryFr@;@lw=-T_1P*<)+`>>jS^wf|rD2W85puZv!ZkDe;O0jHL0#-N2Ty8PaX7
z^adnQJNY53Nm2cFW3Mf74ve(zS_pszdRc&B*dPo872ntifJGEZLqp(aixmY8cuvj^
z!0p>@`g><c1I>VSHjWk$1Ml|~a++WwXd3u$2r$0t?GloM$fiyvFxzbP5&eUZB7m^z
zMS!^_oCUzd0aKxh<4aKYst2BIw{Dtah=g)nX9xvcr(>O@MruLP+36`6@*?maz4(=@
zH&T<X`Jc!r)l`N)W;sf%Tp|S6Kww4+z{59^fs2<?`;TN2_aQCa<z~U<%4}TFl3uA&
z6D(t(67?mDC5PRMf>vX%8}>Vq#L%0IQ6R0HySOBlVnO>YiAK4I5cJL}Y4;SfYEily
zHtL{+5c3MKZ<#hZmmymcl}#G=fNlaXS9GZm5NQ(RDHEZPfIHP2AdeB3eG)oJkOa-9
zbPHDAfEek$O&}vR#7_3^`prJzMRvW5iF4dVuNM-yh<A}B;vx|L000{RxH0e$s65{E
zNFnfQjc%>qQWvh?nN}F}ng`xJ7*!9@CEQ5Bk@&<xU4VT8nC}1_h~8B6=nw6BJ#lp(
z5r68HA)pn!MHl1S<%?d}^)6Ct!SsI6ih}0dAUZ2*AD~G{DfGWK08j1)?FIl=0F%;2
zK|HO|>mRlQLOAiDN)WIoB8A@mX)g+q4=^VNll0Z@xm`@B^zH(fCG;-JclTmN4277i
z<WTK&`xq&l<$_wjCu*_`zeF|ms}9pD@th7uWx}i+FbfmONwE`;B-8N>cV5Cfp3{kh
z^Jng&jRYl1l0+Id>WV0kcRk?A$ulg&1OYjBVKjNU@Y3gh$q=)(qaa(=0;Ks*=K5ye
zj~d_XhY&B3gXeb9W%B(yOI?#T;nPrE@Wkj5;lwO2XvhreO-z88DvK{sEu36H#)%_3
zxCYa!FrzH4L}@+z%2rG~%pP>v3u19|483BFG9e2<)CEQQX^RCtqt76+s1zk@au!<)
zwzl%vqRO-Ft3-9fWk&(%dS_4z5P=<Yt=apMQP0ETt2)oChnRcXAx$g-012xAsS@P^
zjKyGYA1}THE&<{b<_Rxs);*=O!uEkiqAVsQF+YiKg7@O%xdT#hdFO~G*Kx58NSZ7S
zANSO8G!qOX9MNY&1m=t!@oZ~6bQ#-7=~*yx33yN*3HmFE%f*v^Gn%Y0v!MqL5tJCC
zafOn|vRRE>?Q9I#;gaW-Y5OZEWy_z)GR_8LN$+gl$evty?ufx_r2&xOppc-&sH|GP
zw9Sy9mOW>P*+OrH<=70)2!aqLPJ6-%h4ZO#oHx>8g%YQVbifcB>C(PLXF>glY;C05
z3y}#Xtg16*FKK5Zg=R^RbInr91XQGFivls2XPpwHNMv%2w=vwprp2^-5tJUtV2Rh!
z93#=kqCR``A;!faQhL1b#bJ&kXeBzF3&hJo#yg12_K{M)158Ezb*!bM_P=TRF-FfD
z7yghvicBK0x1qB&J3P7V;#Lt1pJ^p#>Z#;wHZXGE>^Ew6*7k$i9TN3<5otn_n<jui
zsYo|Z&(`b2xXvRFe$puB5RAKdgoO4w^;|~MnK*lnaEdH8yDO)lBS-k!IKB<$i_fFr
zN<DqmygtQafC&P~k*+mWhU20IcNjb>8wpGmEqCthl~-_Ft&DGNxoR?)dA~aZYHVX{
zLI!yC1c*%pzj~s4TphoM&?pCrwRzEA8EFh>KzK$e3YB1fFg~{~Eb9*^MAm?_o*2m(
z(RyowT$-TP4~p&t<n%KIZOt>SFybo)ZLQ!T$c_Y5;z|5zT2ldDNhs36T(HQ~I#-nk
zMLLZJ(@OcvRip!U+Ju?yHw^&Dc2w?lTkR&0AOYN2UOvB4KfiQtLDiW*r)H8X`C?+9
zQx>}$Sa-JoNDKff>PEH+Mzn2JI>Sd--EHk?3L|q^xRT-MWXzSm6V$y?yaPwC&2q+{
zT#w}<?8dj5WX}|>K@WobqEJVsatY>P0cv^P0q<h9>k-0AZ@*t9G@Kb1u#1JTvb=hI
z`zn-qaw3wKZtc1Nai=S}-}<i-)7EeOr+g8?xGJZ&$HGDxd8T{7)53`F*5?fC;4uU$
z82@mTd_Q?TJd7v@ERClVtFzeP95XgK+yv7_c?cRp(rOwM$!uEFiNCRTPEOQ>WY@+U
zG4_Z?deUF)xVkZktF}peI=`8pN8a_L_djod4WFE`9p`Os^f;M1LS#xx*(3KbyWht7
zeN+`rz`G;?8z$<TSjbb%5Vj#x;Ah<dENh=EmI!l<`90AvIQoIemHcHC9PTz&z(vgE
zVW#VP<Tm!mZR{bsjb*((vHFAG3-71Sugw1JKRWh=ck9po#eey4-Z=KNFP9cye(6{L
z)mzb@{PVB>(Ch!X7Gvj^!{Puo2|gaVY87zRQqph;`%Fo8>8asPWJ%p%noAk9lMmRX
zY(&L?+mS4xCSVt@hvfW~$F+;^osGYi*O=4!%b|{X<h4b<FP}-TEooRGeYQsO*un)M
z?1QC=xb3fHn4VX*VpCHJ_f)ZT)53JXkVNs-G&LVmUhCac2pPo@WGG+dnPrj{(q%l*
z<lyc`o|*I!MrNr#7M|z!vY?U^^0Zjn+R}Y7?J%j8)(hDdM#PTzz`De6k>IDwVnwS`
zg?-B6fc+L{7xr2RGjFifiKPNi(kM@k!?W73!nEc{SoSCSn}I(C-Er*o<`U+f%0gC9
zEo6f?A>&=q=NXo}qPL~luGJlf%mf$4^}+yG7~Vq9PTnE|mbMg76d>cR$h%NJQ!2%#
zai-cuj77G{ie7VAFy=JPa#~HXnG_2$n>~sVNEPQaF}F55G0`k*uJLU2a+_)0m^Uo8
zAB>6K=gbc38zWeJWZ$@7pBzQQGHQ}kCt@P?U>LeN!On9VO?^Ds8Z7InQ4D=j#A(K5
zMzu3R?q%FuER*UCI(gbHpD-}#^Q{NLw`pPZz$=)fynm)_uH09QQUeA>KP$kdre016
z@_c!2p&BgIs^_Hyz($DH@M1<=$xBG8Q$RPxbq<eASJdu{n>(~Q+^lr#EzU7DoJ-DX
z8+`HeA%B_aAw!VP>QD}C#&`(6)aiA)5r9#fwcgz_ER%)DZFzoWxwczh;;AKHF5O5b
z{sPWq9lsj|Ww=o`8w5yl7ZP*?m;ABa!n3N_^Ec!HuCi+8Rf)wI$RPCvM=h1rZa2Kg
zP~=ln#VQ+4@l98qm;7jdEhNPS9b0wR6{|Zx<u5vUkgnq+R-S|8TN$-hRO=~PwfYom
zd?Dgr&EiDFP!d*=BQa8hwo_Wr6NoLwy)X&+OHh2()%Fd-v>LI>p#)!X)p#Xna+r#u
z@7OSUUrMX5vIZ~5J0mtTAJx~>>xRGoh*jqz>XbX`<;t}HzV^|6FKCP^RYhojIkg9*
z3U9<d$VoPRly>0qJ?gBUkLqi#mXA4`<e}-zb3JTtv^u?m5xYANP3Mb0PB-TuD4WAu
zisPMbh!_JrtVj4c{~btYqvPzo$PwOwX*vr2Pj%+}nc7)zes*rYjDOC1TYlIKy)_>$
zY+<j5;E)}9aIwY@Dvj`cRr00%{yjMNv^rHp5RBtSs?^slO4Htz{yh+u*;OX~^E`bi
z0lQe)U6l}rQGY$jK^;qo!>FGgi=Q6F-dlVq7NoN9p;(aW=|hMGc>>j{ipdm_M`mhj
zo?!o?WUR)H?#!9cxr>yIQU9(Kr;rgja;Z2q%gFfxAxt%T1Ze;Se>j7--~;IQLMUE$
zfu2H}VuC=xbDXj3fLH+t3Ytk57_vo=opH6Apj3Qs-;eG<m{3aG{Uj(VA|(VaC2MN4
z0=h1!19K$2+o)6JzSjxw1>N0#(=)c`B>+I;A;Pl=x*&kKrV1~qRVkI6Z1n)NL~t%Z
zs{wKhf#!$`P#xfI8g&i0R04>5zXc4K2wf0G09yiL%OIcoV3eZ72!^{sC+repQz^hU
zy^AoH3b#dM0A>zAutW!<ebipuX#fT%!b!v1$6Dw`wQhj0swHZC&<0!ul_Nbf`3*&s
zlTIZBMYTWeeM0|G&fP||FR01=d4!hJg);G~{O#%r0aSETJ%F=s6YZfWDBXTdjHDnG
z+{eodB&_Muz5PaQUyNWAz&8F}6d>>n0N{AI0E7j7>D}UT_kKma0k3Z#0JO4&E97f{
zv$`Q=34nc4()eY;^u{yXRE~p}bGMo}Elu<U^1ycV&UUPsyKd(~WbTnCvjv^_zHXwM
zq={?+oJ0opL`ooIH2_QKr~Q{-kIYbwpEi?RKkr%+*0^6N-)e{DZcy*H>wdcjP=A_}
z2-uf*O?IrtFHwm$?g_&-lr+sU4x@g(tOGi6ZDaoBSZetVc$4Zwis3*CM0~J|cnp!J
z;}4Horf-=fARHY80sNysngDMgWoGeMWLDcGQ9x%N;yjTEze5C%$bfPnc!c*|NrIZ6
zlrLQKF}mcY;Y^yrAE(EMIXnupP0c%{+W6vzS|Tf}O>8}|O~QK2qWY9hTq87dRpi<D
zsoX(v_UCoN<*?iGu{UosL_<soN91OxC_SSKTniDFu3uHpzpS6r3L11jAmBnU*c4xM
z9K$a-vq87ls3}5kI&;w4gKdT&#=L*snRC4_HK&2Ah?`4YgeiZ~N%=ZtMK?roYitkn
zlTYc3b8Z`m$Y;1Hyjb4tx2xg(GG@C*tp}j?pjqcG7`G8TR~W%;=!HHiXCb5>)%z)`
zir-UtX(HZylLMXXJe8(rH)*)OYh(UbRjSJ%e;_W*v*N9s@teI0w%C>4eG0!spXX(Q
zfTl=G>UIyTq?c4F^=4YBuP0M)?^9UNu9fLcXQtaYsx+;fs<L`F><|Q`m8u$mb3ik+
zl3tZn&=CO$l%zMYGQ2jBA%c@@vV#<nCZ>+t!FT!q1GO@|B8lM4rzRsS9SFCW$7ka7
zGSLFyT@@!8njx(GFUb6D@#<P>sw?CP(6>A4YqF%cj_KYOIIOo}s3gAyc0Ceo4*@-B
z?o+vOLTc2kI?p<&D$ZpoyF(Tn1?oJ--OeofR#s8Fo;MtsoxP^yQKsEa={z-z7#7(h
zc5U)?!M~4uTpszjJVYNC=kh_TkGx>zWybs7OTYFnfB%i>)V<~PpZt}-|J}d-E5GyF
zFaFlf)IYlZM?ZabbMXhhqvhB6WfD#$hlR!=bktCN{)n>zZZ}G@U;0~4=N6Za((Tp4
z1`qBSN24oo6D}#j64k|1eswNcsgADFrPA4IUCKd-*{H>#Z1-~OcZtGSI$k0$o}O2*
zFs81TXvppuSLsWXhAVz4*GS6WRKKPLPH_gcN{K6#ywytHMY)}f+?QJjq}e&>Qh+$q
z->Uc(nmb5YrlLDDu9G;(qy<F7b--YduVGQVhJ*o=p!$({w9;njH0JsvcdLnmR(3|?
z*p->lI)vrPYaPi76iFP=vdY=VwXD2}!`qOI_E9cpcH>}|Rl;%1%gP=f>iE!<FL&Az
zFspR(Xp@!GKH+5LO&tFmhsE4w6Gz9~rQD~%+{K3-D~l7-$G+S}^N&l)0W_<o!Q*Ht
zJtSVS>-F^Le8uRfOZJ3sCYq#T>CH(na{h(QSe%9^c=3-VGX(+l;uHzGtYh<$H<0)t
zg7Z;;8THE`w~VNI6gokr803~K2+$X&AVMGikRkfwUj{i5q%TgPD1D0dd6OLc>cDq;
z{66X8Mhk-N4O;wCn2ZrhCBi_b>wYqq0Za7&H{lI&FMI(%DUeMkz&=TBD^*5DTNAh1
z&|~j=@InspCMrW!K}bbakr7p54^$_7xpcHlc*s%Z^x;4NgV^s#R1oAV2-qV6O3+43
z_r!j!qKqIaVRvr^3wMpMnP=`b?lfjL5oHK>2w{5$K8s($)Dx5!0R@ggLZGAqT8MZS
z@E_A&jY$U6Z_vOrb%x)=m#jN8(ZgnC@1m|{#=}n3<|0H9km3tC>ViS%UUbrpL6d1w
zG4*cZqb&kV>uP29T%-g^#F{A#iCW|jcU_lMm?}pB3S{7D2}iby4TTGFD(g%72@h26
zt{5%E6=;##grz`{0=R?f6wNP<S&Nr~8EWA|h6QQiveN3aa4}&=SfmsiJQgWaxDvKp
zpm#9o`l^J9CYS-aG9D<8SkDgsWMmOBS#bVHJhFa(jOn|bNJT`KWMGa&D*X_yvghyx
zftKDyxS=@oS|Y0zdnl16e+V|tGoiUk91<px*&<X<z#EF3f)H9HIijYagE3)>$Q^1i
zlGCN5*Lkr@)M@+>#Aoq9G#5_oig+^0Kq`47Qk_9G{wjKN4)j%T&c`8D;!OB9jR=H@
zWS8-Ij~x3~D(@sb-^F1Ny%BE-3<~b38#>yIkyG5^z!-qqo>*`=kHScZL-vsSvFi?%
zC^#2)$thBYFX2{bCCP)nmo{(yLC*1+_H<@p2{1gDI{FUH7+VSq&5BvO84k^*ED46@
z+j3eK6e@=GxFO?$4s@B(VP-|NwrR_QLUn1gf(ej_gQ6t(PT~2wxb7q=bj$@ZifCF(
zT<XlUyaoV3f-C-k*M7dTEMIz@Tts-O0lbSGlS=7x=7WDZw{vhFU&H(!{h8DZ-}^~X
zoQU83<eACu*__>BZh!my9{oe9TfX+!CL=aZKl}WC{MlUFKK7HPi-}lW{(UsbzMvQ@
zrf>ZNB|a&6{!IDQCrnu%x=Va6WJ|vLpPDKV0fUWS$*%M`84<)(UQ~N-geieG4(gQh
z%9794k`i>5jNrsQe_YCTJ7@cXgk>xlERfIAV{y4x%>xbG(orSiyUf*h&oKoaf;{nE
zhI+>{(IS1tWwJYlbES0zrw?y1=S=y_{V@hcKz>2VY;#Ie(_6^H{)KM6TQAqzy*3aD
zpnR<?mgj@nrD|<qSv7ii4&6IU^trGL`@#TpbwECnx1)yp8QXR~BO<bI`kl%RSw<7f
zUvC<Xmu=b=ic?)<OUtRL{8bDgB{|p*dSkc3MMHOq{K7tbS-m{Ww~|SoY6TbTt$U3g
zMG{dDPp|uk8Q%16`Fm{xD1eJ(|D|oVp25DZmB+%@N<=FWwavH$L=(P@PACgUF33e$
zghHodIYNyiFgZNkT0yG{=sfZZ6Lb)t8qdhV4X$<MD+c??K`ZOWNgB8gNGb~}#8Q4n
z6r=R9S9A}rzl}CshV`@fygKm4uqsYvfNb>q3capmr=uR~Ke|ixlTYajGxAh<7j8NC
z{BFC9@bi<lOE;Wq*h7X_1lew8V+zI@9GO(Qq=*iO;2m*$)SSRg%RV_ON{<*Jq4?)$
zEVQUVQy;aH_3$&LQ)}=7-3zXTdzDt*ruxXt_K}(GLo~C^THUnhd++@Rd+&ese>wZu
zZ~e?)`JaC-`rrQY&)@lzPUHKY|Aim@%`3n8-Cz3`mu(?V{yr=QvXkKBktu5dQ&uGg
zhp^AoRDAT3+sJlcU!7)Ri;cY7zIHNuE4FkrZ4Eu|()Ri&Hjs(^rrYMx+@`uM6lr6U
zX^7~yH8d8yG@yN)f&tGQh5c?VfQv6dGXPZL07wUZ9cpdojgf6n!s=}NEwCppp_>_M
z+-ZxTcVp`Cq|n2S<CHq`s08D50nVM*LpDi$nQzdhy&uY_UJT&sbFm^}oX?q2+3_6q
zMnaiCTUnkaPz|xm!E?TqoEH`&L$0>c?$#2Uz0aG*|59Fc<<Jv-?z@9@N`|I?64WN5
z<)17gxpk}=o#fW;=e|40rfg~UuZ%AqPOX0K8-omPZH@lqXvW(7Z%(THwkH395uSv+
zex@||tY{el)Ydpa)4^99xB1ixpXvB`4ISqBa!{Yu$5(xnCjI&oD66$oQ&TVPNBdO@
z0)CDx70dIB)s_10oX>{@<~NVJJBtOTH>5hwmhzXmNmn*!@Q_k9cj5EhcD;puSb)NR
z*00W=^A~0n8yQKOQ6}>QETZb9N2D<4tWzSjh5VeBUL=*9Dp&p*oF!jMkkk7V%~cN0
zvq@N~+daP*z#V>!3I<4MTJj64cI}SLtIqvu4R(jnn9`;ZIB3wnw_1%}F9<Fgrn^?1
z{PQ$@If)lU4cAG0(O)&D-AUXUDJ53|y-s7=8Ax{}lvjW;C8+-O*W;ieJ|#R;O-|tI
zX|z3=E%EOe$NpJ0Zbph<2FTo7LknA&a$nwxf_@#yK0;)@c3)_o84Qi_V~_vyoqeFh
zbpVDyz-YL&1Kb<*)i6_R)VxkMiD?CHMi6OGX_x#eq1YV|N?QaN5-7Y~bpw<Q@Mth)
zdo%GCym`Uv^q~WH)~VeQOQoxAnXeYsgK6No1>V~UI+cFALB2F^3pKnu?dIFwZZ~X|
zEDnfq)j@7Ppr*%lfCnhN0ZvQF4hCwU(EeNXZ};jS1nsxc{#AndgPFE~d&7A`sQ)8x
zKfLE1gnfYHwY{j(>NoM?dfl+uj0h^v$1?zyV1(*ky%C`G==zdXhid=Lw=a}R@4x@P
z2S_?W!F$i+B=5}Jw6}DYk9HR>cyeL`Z{D8w-uw8c{JwYQ7Vap3pLaGvCK7ZgE=<=u
z^NoJg^D2V;Sucgm4-uIk(KM**sGj${)*aa$-r~GSCAU!zc9LggdsRlwCAdWmirNp&
zP0vj)OwUg*PM^cy#p$K#`5%#>d-kA07`zrH7g!w<>Yh{haMqMFB&1NlS)~boQV=<7
zsw^^D7RpT_mG+3)xo#pG$*1*(#7vrkT5`QGT2ProS0<MAuse<0sFDySh!_{~>wX6S
zOAl059WA${cGD2sO-pWBen~Evk`&>V7UGsi;+I4Ey8X7G0Rp$h`%RS2Kxrb7=z~p?
zOeyJ`Le#SbaR)biR!7?N6mwiLYkr%YyfLZO<&1y{soB`=mFU87aL%zNb;$We_0n7<
z2X29tnJQ~sJ(~G816*RPO~$pbi|Gh(HKA9fNeA4Cc@W0M5kY3@mL{ZZU`C889wzS|
ztv7n!yC>+$3sHcYs`ZC}F~y3ay`1;u0+sONQH$10>t2mlx%lh*yrwC6LU1zRf_llN
zV)NFT=SLp?XaS+QCqw4)NtzmYlAw3XM7{!4QA{wRmZV6D$!?Q-5G90gUA>_vx_L}*
zOZaaQ|1DtBJ2$=Poal_%VPM8n+mI(@>v>axy)SQndAl?<!gh7oUQ<<fc<+)8>_)X~
zoO(VfC%`cE87TX?WD*?B_`vpJGUbEIjdr6KaBuTp;}FM>KApeZ)&v^l7t6N*SSww&
zNM(#&dA;24)FHfl2mNXy3$_$x__q-fA7>c1IeZgsTvC^aCK%=<S%sF~QuTm*3%Zz#
z<R$f!v^huqBU4Wq-01wrRg5@!N6k0d+#we6qpe<(GO9BLa+%gZ#yfOEY<gRb`;rGH
ztB)muuI3?O(<V!Z1BKw)2_I>+#QBx^f3g|u`L%;GbqO*iF&|G}6N!fy_3=sKyDZzF
z+Nn-jQ^$7BuPiL7ho^UtPwrc<-eB1~6+gVm&q^}W-2C!_DtZ!6_5#YP9_T-Z=Ivx1
z#B*g@YRlbT1mA?{z4GSDregM4;dWXNfM89bax@mWZp)}&SdPT|2R^jO3WEBVq1ck*
zD_%|^zD}%Fr5Q*kX!HAc)Cp>Mm=xgS+jx42#TOv2TC5n9vLtvGLZ=#eLO$uUMfXYZ
z+gMCa%LlgNMioCaV#?BxSVZiBEc%<pXP5xSvwpfz4VAi5)B;vTZ9k~pAu$$szhdnm
zO<?@thE5%gdad;8j`jSgcOVIgB6uIjI6D4lLQjgUWkj55^yCZlB;^t>5QE*)16|-5
zSs=-;GQ$$3#41Te@X@6b>r6W1vQ+%<(-B@X@+rq3np}|Leh=d!hvOSJ9CpQ6MiLDm
z26eJ{zpk3?OYr~se!~(?HGV)o#OIXSLWsb=c#<6YXSXTTb8z$e2bY3&ZT}EY#-~IB
zlA8&ZfRmRR?QId|ST$PzIW%L>+ug+MYG4=-;2WRdje=^+GuH0mx_bV=_71#L8!~kd
zot2Mu>%FL!K3yFXdu=&wV(wGZrgOr6yw_+cYgFD~KjuCbsLq)><`(<on?S`s#KNxG
z=5{3h9vY$MIVMf06I_q*gI}5<B1p%&bon}oSWUQp0<?U3o}ofq>_DjY148!FE44dB
zTS9ZU4&ZgWK)p4UN2bw_Orsy7X|#G}XhR{d*?BSce*faH{`4OOf8%@q;V<9+<3GG#
z{WE{-)W7~aGf({Z&ENiyzVeG_zxxI4$fqSY@nsTb$cKf-AvEn(ef@~D0*2a3vS04G
zU_{Ak6sEZ@OX;q-Gj|$C3o93={c@`LvWiRSG)>N9ap6Sv8)}NcIDXMVJM2V_$h5WI
z%C;#OghHO6fr5um0V4&<E^&QFwN{8JOww$DsM@#O<CrcGy<+AIR6_R51nn4zXu2&!
zT;+s}8i=4tYE;7plaAZCfpZiwaG)}7BL_-}(WY%V7`Xcr@HHt?9N!t{HhYL`heY!Y
zcTxKXB4Uj+Uq`d0L@^r(BAB>*R`NWG9R$%zwS}O>havcm?vOB?vT{>yGj6MiTlpD&
zZ%z4_Y_=Gi_6h|oC8&a75^Y)^DEpICK{44#F`J+&$1t6s;%Q>a1C%tMpb~O~%$AI4
zM?pmG>3IZO3L-NRdkP{Hi{UWC3d+rLHMVgD6H7I);0(o#EU45EISnl+MYfd?Ws{R_
zJbMcGTg%1_cXGiVoUP2gk2DZ)`g%!~YRTd1B_{Bj8>{P^8}MxwzY;j}q~``;1zi)y
zbpfr|!=?p*wE|$6nvwWS6P~fmAwi52sr19hAu*4$a!82etQ-;oIV;Cp3eKcvgg|)-
zEqUN$<N)H@kQ|Fcb1YSshR_(+m=$d91qO8%s{+nC-8s*6&yzlRp4SZJP45MlD_+u+
zSb{nmUU-9;z`BtMyA}6SZKIx&%+sMrPI~91ln^#GDQR>Mnv$ffY6#uWg)%Aeqg@D-
zS7aD$1Y{>*=cFH=u8T3IDFY!+r`p0K(@Y~6$yw6DP}3LaujFF5B3ud2O~)zPf<?L-
z0{&Zh8_q4nxs=_C@H&*<i1TqG6q-oD>nsYwjW$j)@sR|5CVoE7!`3UZepR`A-;&7G
zE0sk?rcO4~gPD+D_Q_bPOn0*hm{P+iMKpTQ`P6|`N~16cR;o={1ffBwQE~Gp>k~Or
z<WU%t=mFTlG%5{6U`^t9dNY0~vynZC&L{5niG&>fK`+o8;%D8}z|upJA29R~&y#(x
zIUx~?2Q_vt62p2<4eN58L+Kj?<~||`!eR}^`+-CW9b=5d^(xS0X$0LPB$85wMwAwP
zs@o+W_1nn@$(e#IL-b4}G8P*MVm1bvx7~zw&B-o~tq|-^jeo~?_810s7=}8>$kA)X
zKg319$T=$p3?OP&VmUz(F3D<OSL}Skyg<Ivk`@-GIU^H>KO%RDpbO;Ra@o5c_JWFc
znGEF-i3kR)WDF=`)eDo~T6j0;!c*h|<;|-HnwgtDZ_Af)GcWq}fr^@4*?3ZsC9|<X
zfoN5(cT~QC#+Z-^N%rW+W(~s1kGw!ga?N@A{r6}W!V|TUWdi28fYEJ6n4HB;Q_Jt(
zfs2SR7!(i29u3<zKoA_90z_r%W?p1Tb}KbUU(k#6VuL1%5D^7iO<>hAbhR?4^Q<ZN
zx(L%yHf`#LF6Z&M+2bg#u;XOu5=A%ya)F*TUw^uz7DFx<W@v{O%mJFn$f)b<tnnD3
zqp6RLUKSK`i9NO}ap&mk*7%X#o$mcfoL^c;$(~Zi=0}e3{Zf2e#P_5}0dlUMzG^yP
z<8i-3AORF2L}fTmfask&92<OQFh4TP$X!1drTk_2D6V|OZ{KHDDDD$xA^>>=#G<ML
z*oX5gGwIH--#-Qk12SPOG84f{m=FhR<Mf9c9pQs9Nm{T7tK*OpxCNH9ZH!Hj00tD%
z2@s1B5b`5d3_5#D=m#76VDc2llDp3o*g?X8rWjnY;fO(|mgEg>Ou?_jTV;S9kp2VE
z1pqwoSy0(8gX{w=z=Idm(N{wroL^jKS)3wU9x?$FHU;sN{}djV=LIytQf)clTC`aX
zu_z1?;vz3&mFcza6MLfE@<MH8X({F~VNFZrA1D&>&<^7!W%dqdO6d+x9@ccumyXQK
zIfndY`AUa_7}oBr=DJ%sq;bRBbQD`gX$O1M(Y%vLg=AuDXC)d5BxE<N<f%9Intrqw
z-YYBZT^Zh$-6#j<flcTox^N(!F0MtyW->Z}T9|=xf6ko>f6q0z(UaR{y<dY{XZ1kP
zXg1n+2(uQRni7#g`1C91Ot005$nV@k>=$7g?vv9$TvUN@3%B)l*ds5|dtE|rXp<wS
zQhj)hUKBKUD;DQo^}K(sw&eTum2*DOJA%cP*@ap#KYxDSuP&bpX0^$-RWSa^Te^?U
z1rA#y?Bk4m8CqiOmuBc^r6T^^UtYSsv{(+K`{j5;HDeFy_sv|BkY+RM!QG%4c7pEA
znhcL}t<es4!mt_5Y_ES9&20L$8{0oniRyP|`capvP`rNT7)`((joYKD6DH7)3t#;)
z?5?|E*!u|@LkZH9Zxnf|fAY$<J;3~8AK|y=u{tBB9Npb*#PXK-#$&oRs(3)h-0atb
znYfA{eK2xt?Jv0}j@|4<mHkAU(tmuclHM!dYEGB?)3+fMpR~jUXWMVy#su_9<7%6{
zLH*_@jh(P_1?Ei6pnDtB($yQcYt1kM{(~ZNaRefW;x<6%Oo9#_B_$&}eRwI{{=wND
ztKPF|`3b7~HpQv53cQn9K&Vr!65pRFk=8$3@M^!^Z<8bY8Uehw_bf6ua*??e_;)^O
zz}*-#@h6`I)Ytk)_mbbM?OSB8<RW|Z#wU%9`?Wwsjl3Q8z~v2S|8|?<J&WE4BhUi|
zWhaH)%@N4Khf7_KT_eM7;yVCLipA*82$ZWJd?%=1Z9@SiJi40)H`<#Y`(2Cn_M~WU
z?`&G6w?-f>mtrhXkgnckwNzVlua8T2tI=)`baFnSO-fgS+s!^8&++CaXN$Z-wgsGr
z+x4&y3O9js8cT4JTs~1)1Nu3v7K|6+lg1_7u-ry8*PWn?nNPUhTC9GYt6$S;iyQsb
zUf62XAlC;L^{ct4Z`?&(0ZhUBK%S`IRziHEeaWw1UbhIY<{}7oYo9c>585@FV73wM
z`%YvL$|p~f5N7e9O^d<R8=HO`R|?&$(anClJva&Go2@ieG1+$eot`FaahY#=iRp!k
zzcs%jjYok`CgJAo>7@v#+l@V1G0~N3iHx>-_LP!O<c(E!x7m;OfvO})+QXA?oDFhd
zj+Dj&3vTuTy7mdyo3MSm(cTT!N}pZeYS99hixyZfTHw}TfpfXu5*kD?kjV~M&RrN&
zwWIt}uJYJ<-M+d!$ol#GrRSE$D!wp3R`I39QHvAG)9qW1w&&}4S=`n5BIRAJFH+vs
z{P%N>9d5m8#gu;>^79f?*^h4fVqv-M*XtZ8>1Ai?93ySGlNVUm;Z9y!RPVl{>Zo7M
zs2ZtRRU<j8Y9wb>jpIm0)kw{%8p&BzBUxAN=#;im_bY=vPRY9RlyqHtO1iH8#X<UE
zmmBUFk+7?)cBblzovFH7N9z5!UPqrGRafjz)-}76b=A)sEv~gX_iOum+};-klXRty
zG+m=3O;`7fLDQ@Yp4IYTj2Dfb>x%3IU5lNds~GG|+RAaG2D^h&b#?A!U8y@+S3Q_a
z`n-Va9+W<jtSe7R*R`jl>*}v@CuV9FFxk~`?p<q!?Ld5|>92NYyX|+P{jg{4`ec(L
z;qZSOh*cP$-9}eKwR}xf`O)<4+qdg}_g<rYTR?)`-mTw`g5GU1d!d7`n$upF49X*6
zP@k?Jz?G{}yWI@KJN=Hzl=_D?FWL9VgZfG?_iR+XTb`RExaewa@%;J4IaO6^f@XzD
z90iG~sZ$b;TBZK1`g=kIQrN!4x}K@2p>*vcGT0VKRIpL*>e`3Wah6kI%7~aejpe78
zRy2OTE=O(@lF6b^bFWo4V2N!+pBvifl#)+rf|r}2A0t%_rROgAoF>QmImXAzF}~@A
z;}N?CFv$Gf=qwj=zUd!SSxuOOKX<`rb(3$3Q@YRU+#D2B%f_R1GuYd>AHVEF$0eoY
zDa|EfoaFC7SFyMTsZGpJEu~~U?&5l*a%podKh5;QGFTr?4~p!^H=tx}H9jdY<U?t^
zr2AD?LN{IT*2&L*HUT>oq{;qwbn;08uUOne{n%$9CRxW&c^gLJb*qXG+x^;|X0Q(X
zPH1EDHzXIGFI$ye_j~=W-yES?IVs7wr?HH&t~r0ZhET8ta4T%W-MQ5$GRq95@q*QD
zHwm~fe-pBb+iBZ7-CzvTX7R6BT+;;w-i<B76K&T4t73u`4wd5q)Z%qu2j+tX7C3i7
z;~gh*#rGfC1dK}QrYirix(m*%hqXRMlNF0yg+zZt;>$;sOAXQcjVPe6JBTHGr$FzF
zNO?XdL*4LBU_)^Ym5R}cPv>Kcyi9tmz|65@7=>)kj@=Bpd%-sDHS&wdh?H{{+uHbn
zo!eXM8(R}+$flf^p)M}x?r-<`>ORMKjYxSmLweK}10E7I#Z^}8_3b{}e&pb2RMJ_m
zg2mF>&9&PfZC{GvbjEtmvWYL`@2Sg;YS{K`wb;mFC|_exFXw0MgSGYiB0dt`mHf<X
zg&hhA0?}FvVda&dv9aqopP$K(aDxZ?51<m8fy{>v=a@CTmBnE9pwkO0s~g+-d#n(>
zGs7$2f^kQ!zzScKWDb6Bt}RZq{V}~9m2Y2JooMATy{u(-J!tm)ZNFFHFZp>Gg>2T8
zv_Y{lus6f;AgZi4!Vbc>B6darkr;z|*20oJ^;KZp(5MyI8jebODdU~7S%Q&8_rQW`
z9Xg?mS3y>1TkNgD9AulqUF8?9F{o$FlNMv}MGU&MS`^zkj#)zif%vc)1V!F}QAua*
z^sGK3C1wHXACYo_@gHI9KL+)={BPxT95r!_%rEpK(=O1SZ}xGpEhg?`P%rSNZ0`rV
zyFnLfS)6tA_t}^=d|&?I-2P6tH-9y{3h)M+GKwg%CQwV(2Gx2)sSDeCBj^pst|M!E
zZ!x*!7f>9GL^rFDn8YfVa7KUyEQ~3G`}rkqB)W?kaweG(2bLTC-fFupG;??t^7Awf
z`FDo0Hp1DnIMK5iY-~27T4l9=AHg%R&&l5{g=v0$7!&K#!Wr*>fi-XhszW*70NxpC
zQ3_0zg=uE3-C{^ClX<|6ZawH;3-^kwbR$yEI`c_}=pGpMvH3-$D9NE?dChNC>%JKe
zEr(uf1gcrbFVPp9xXo*B+y}5xt-!{66tY9Pzb?(SjTmv0=#xRJLkIJEaF1YA3cR~T
zNq%kE401hOZ`|bo+&Q|T7{Q@K5#PZT=!6ld4wa*=Zn)R=TU%sjl>c=dg>2SZB;FKQ
z6|6S*0tD91&q#5iS^EabM!4I9{Z528wo%{`ek8hC3Ms*i@C?h}9fjy+opY3#gS;LX
zVUZh|cGl53$<+Pc<wnq~=kJ_RN#|}0dDr?~aG9T{k!fdLr6l?ZFL+^tjM0f_y^jgD
zKIZ6vIp*HtM6+H-bV#@>Ep2e`btUXh=p|33o3-IH3KcS0DoitLt7kAV!Wm;k%2{ut
z!4OW-L3<B&iUme#RMI&+wb12lVVaeUoy%7LlTVsKR9U^Tc6)wye(v^sft!-i2xsj%
zn4L?FZg0P?0}tnTqeq~cwF6{E)<WRT<)3_ulFS@SH8ethP=JTRG_xi{?uYe8aK-Ny
zSQ?8H%_B|g;oh3x+YA8}l7CP}Bb=)NxZ1o^M4eNdXdb!V=mTb8Zn=PE!w6L0&M}Kz
zZbUJf!q97~f)w+}^#_pABJ+A-npwvbepjvp_vP38B037$Jl*$={$7EZqaeks>jUnK
z58I8s{ays!=Z9_oZjtl(7}PUYYc;E0^Xmtsk!`@<w?G$-N;=ORwCO|Dw*8&HuTesB
ztb3yo&Lj7mebWEsm*K)R^Gt@<zuCt{X@LPMPBhQE2lZ0a@d103zdJ@Dn|a7kf_nqz
zxO+f}DAFk-(aqD7H~nfA*jD*_r8v<%Z`^j!u5SVqbQA7y1#S^WC7nmoxBGSY!{zUo
z!Zh=2HFv^$MMSnJ$vnG=kLE9R8}%ZF`y)`zk}6CfU7%J}R;#46n2@NtiDr$VF41hl
zDr+)w;iQ>0?{I+;>~=;Wo3%D+RsgNi@8U#WEAZluMmS5nnH^G07LbvmB=hv*<*?tS
z{}*6m6ta2x@PmF3MX+|M7MVpxBb=r4;lUB!o1L%;^T7h0Ga}_Yefm*5@}b!;vR@m8
zY?ewF+ALg)MiqEu2KU#xVHDj197z88Wn|h}-O5aDfAiYa_P2wA&U+(L&N7vdh8Hr{
zLuLD*RSlbs+Q!`?rat44&l>cE(RgL`qs#fnZWOXvottE3Js@Dz{M?L4IZFVO3^9^h
zewIe2oxk8_zu9YangtfGk!fdbSCc)p4GU|awB_%pQAuYVEG(7^xp0j{_gsdCD#^@8
zSIJOvwcu84Ec#hC*)AW^%4(;BQ%(LM9It}HrHdNNk5@sKGRWC`xOK|kbz@L3T(po^
z)fm(Z_cu0IuwTjFY2#IpW!>u>P_RdKy7~DVvxdUWyCyCb^Yb@e1%)M}&=uoY)MXbi
z+Rk(Jutq`YZZ{$Vd?buZ)kmB|gPdn&J*5gI!Fz~=#+7G!$5r5WRpRAqfGltKyp8Ui
z@XoYHK@iKh>Ez3jFPq8UnSgRNFYY1oUbBMuUuPASQ)V`P1_%`B7KGb5!>b4;N>fiF
zxB`FPpjcrSW@Zq{a=%|CqBD}1;Alpm5piDe_sq}&D#*MlMG=2=sEMzln#{^5I;K(G
zH?}u-Jc4ztdmp1QyMSFKBlrs*?~*l!J#Nf#(rFQ5J`kZ)oM<W?h0VJd){3I~3A&|=
zb0cL$|MZ}ILFD<c-_w+kKo(+n+^&0mADDcoQ^37S;uN^J6<1I?1C2=|+HG+BdKf_V
zo1wQu41xMt!2#6x%)#bm?DYMnw;A;I!+JC=bAlwS0KhsP00_Xli*rdxKXgk8F&LUv
zYX7vi3HvpqZSHVqVQ5*zrqb}DVsND-UQ_%$7jjYza$w>g#h^0cAPh$ZJ_Q#*6iNm6
zae?Z@bPX)46ug|6XVbzg&YXY@iko7C>)5a$mu!5TVbCrH?gWJ;0C0tgePgF4k!L0e
z=Q1vYij7fn(||v*(?$d!F@}sVK9ryvT|`eU<d3XVUIx-emi?DmY!DA4>yT@dOh8uT
zWYTsp%UNtfI1O26E(={Cfu@kvl~y?m@*rzjw@TVpTUiG(t7yE#&2l@k3c3CJv-WTn
zfy4n%NphC$>YD8tpCj{4?M9xZ_f?b=ZtppWkLT8%HMB$gud^;sqz6+GVMukr%F>?=
zbCk+@RV??j#JMzUk8PJ5^t8_EQ>(Onp^_!IR#BI$a)I_H9Er0gFsoY8<?1~t&`^8I
z%u;4qH731g3)E?Qwif7Im+$Fe@Y&3oPOWZ>{VB69MulnrpbuNtjie}I8{%h4kSO5x
z49l7iWwE6H*3hO5I$LG!14I=Lx2U1j40;+3?J?V1v6vgr(2lYknTEDt(CuevN8uD?
zJLqJs0itsUJZZ8dSe9@&y<{zeqL6uX$eLObhX1w<XU(3;f=P#u+!fkh8Cg5BM1|=2
zq~}Cdzb8s+=Z36)2YI(2LY7b)g<^k!tZBd~U~devdfq5DV1b{LzgUNrwXi$YhY4+Z
z;nImsMb^sYtUK047cLs_r3>?%(C20?nNFUQ>ej-QCzPRuTOE&cmMsCBm=3xwWKEh}
z%JMMCnwPnV=?jo4u`a{?tT&x2NE+GaY5Sl(e6D&DX6t!+%d#-fV<>Fcg6HY1gynYD
z62_fnTUqDf$uNh`5=yQj#dtY$mdh|N&NHBcHo$p0FJY>ir}J!k);v;^G{wzahtf<{
z^Hh^GDb3T@F6+-cy_PW1%rgO)=9GEf8q4-EtMzQ+l(bUJYK1Og-ePBsJr}TzmhzOb
zZPKztnd=!e9?MhH|Igmr#mI4FYhp!_6v>h(Q4;kxKbjoP9Z}LUtGlYZtGhWPEy*TD
z@eWB*?ACDSuJ3BIs<OK4vbw5OKm3`!3-80iFkoZ%VGa1ge)7VA4L__O3>#Qu;e~(J
zez3hZY{LuK@IDx88!)^u;A_CfeK7o;h&YiES(#ax)lIRwCVED!%8C;wPM$a?BJ;%g
ziN8r_%?poYI_+gWxiGvipWA+9d2R?M{g|s_))OQ9KqWe6Wl_l;6P%~AY$(%QoU)j2
z8P5zKq%1P+K9;jk7F+CYF_)hF9b;}cS<8eyqU{=!wTi|1MgA*?@&n=1Bs#Ox-{<2C
z({qB)(R@W$bcnOn?cgj`{Tv+>$e$^JB1#%gw&K{Zf;<c;NvTh)jK0)Lszq5-Rp01%
zh@2}clu|vp<yRf;BJ-9`ye|3(Yk=w$9T|zHuW%|U4*4ceJVd)VbBoTYV~Dp=s)5~d
zqQffDQ8bC(DVX`BQPCA05vkL{bPkGAoE2KY*wf79plsbS5}-`BelzN5?nmcGbmZAV
z^dOFT6j47g_^8{gGqgw?q?JZ>jLtZ5Xj+L5P9y%Q-%(3kb&2SRnrf;onzX3xUa+r2
z$RZh`cJuBcw&I<W&U-8Jb7D|#zIJ``=DF=U4iUvcvFaU7xrXSBo{WFnWeI&-^N#_x
zeyz_95*yhSA(}Jpd4p7Df*;&UC)C^5_<TCz7q>&sd*F@gKZ*S}ou=kyG)dh14^}1y
zmS?rUx>5NRid=_Gn5S<zYELSs5lxGROP)3HYh?@RjUK^fJVAwQR{4(-mK)h_Tbm<6
zldU^9I_<W?90`(ai^MZxscb<JhtcR+L{l8=HhDfMtolQHX6Rqk7r*pQ>0;?OrN3CZ
zQtFmAN?(^YOAkuFEuAmDQF^m<u2d`iq;#S5i_+VrJEfOPKQ1*&-<JNxQnmD1>2&FX
z(qAiGE0LdxUwW<dQR%(Xt<tdc^U`H(DmO}hD?Ze7zGh#S)BZ!$>{WxIw%fReIPI2C
zHNH{gme<6?67#M?P!{I`TYF*i5eVSTOE&7O(*fnC%4#2?sxR74;(sq|(sch*4eV)W
z(0&?ob&|jgC<51zZxCd)?l+#1yAwI(r;l3B1=K{zFC+}Y0+x>Hjixxq+zW<#{%|i?
ztJczC&$PnuU>JUv4sov4L7ftK#bj{oY#aLp6_HCva~k#Au74rg&p?p*PqXUe{-~SY
z`(?_XKFXlr%)y|Kl`DfQFT-)6)!$Da<K*yJBfa&)DBM3lw)xNpUmu0t3}R0q!{jI(
z(<zj83e%fkMMkLJur1>f(!tIlV@c>g?u1X$Va|?wa6<>p=^#80X`iQ5!x@xMQT3c&
zisT!OWz|sG8|t}CL-sxY&h)&hNZcNyW}~8kw~%+_Dy|^DfCpNLSeZu(>V3Lp(XAqK
z{0%F&d!5m*qes?vCjjn-`%o3t|DB0u^J(q9iPo*4xfeZT8px%w84t`xpx_Up?%X_R
zSWlWCBtXF7@Lqo#-g!EF>qp5@7EA&uL&~PD?(@eJD6V6T4Z9Ee@SJ0o|1bdv$<^ss
z-UbYgs9S<-990IN<fm%C`5m60RqNycy4XDrFi9w!y{;qBaBm;=+ZCS4oBa|A3pBrs
zNmWE3`>xI@J9!JYM<Lx~Dst<A`RxfN(V@KRJ2{`?jRx}AX+?aVl#6@)URNXyOJx)u
z@Ni0G%*5nS_lM!Q)fbPx0nf)IwO>C7c{(QL>gzEj`EPfydnrmLX?+mFo-*t_W~sS2
z!H}pd;N%F~aPjPJ?{(T*q!M6|O<}lazIaYfxU{z@A`?i^kD!wr*g;xf)p1f%%(KkN
zR)nDFFyObM`zAk2vv8<6H|ce(Ol^puESI=sL~(bHWGFoMS`~(VV$dt!3=_-#c&T7p
zyVS&j@zZoTyJXLYseti=$aD&=Mbi+Nm^)c?@b+=)pvgXKAEm-u1|=mn=F~sfs%&lD
z-r1Sd7x?kXrf-1*&u9w55J-Z+@<!eOs?m^SYP=tyiZQpnY0!u^qbicwEAAmT*%mp(
zO}0h;Y=+`1cUvNrNMH#tcx;_|UlSY8L+oSsL%2I@`i-UCf|qNwVt^q777$Dx4XluC
z!})o{3kwV{m`FSVS8y{YWZJ-KQe|Ph*T<zI&X9QvMlYL8o*|+Zpt+`{Q6*L&=CPsL
zTn`dS5g-(M`yssV6<x+tPy_{=yq+q9aKrVaVtiMajD?oZ)64@@WABWbQQ3*fHSUSq
zCl5Of$zq_`No4|>$s;!7rWuWW*p)EOeM+qnZBGfeV;wIg(6NJ;3|cqGI($4~nAj1L
zAq{+(A!Ocs)HH@-81X=RE2O7cH9N+R!9dr87D<>68#VSU2DuUKS;q8ot9cBQfd2~w
zh3x%0(9Z(~*BJv2X1<M#afSk$0C9_)!8H@iu(~C1ghnF!*-&r72^15MX(Tfy*&In*
z$_y1V+EEb9N?DM=Inx<4fi3DpNKIYByue|C^(KMFouGjfkE(Z4J5}K1_5`LU?OO>q
zVLs6$+=OVp$>kWV{wQ1`%s7>=*$(@&Xi=Vau4T-dMW}I%Wz0(q<Y}j`IcGes*if-U
zDnkctIHUNAv8mWF)|HwP1K}1Pn#qhW*+DLG3PykY4ww^RV-tUtIq@z33AQSKFdFs`
zM#IniU)5Ln<>R?o8eda{<gzs8w-g?o_3wML=uNTMO*gkS9;e%-PLJ?>kzwz9RkZuN
z{VsAlrlWa9g6)lAwn>M&AfdjaYDvv(+p(H`{qY(sM>weK$$TcXVA|%fi&i_WV8_f*
zrtg%${0=NOkQDJ}EjG_>Md8u%FBTN=oG#5gQT$03T4cc>*~3q^c%F~ioLssyH5M81
z$y;uIxtx9oQ%rKtLOQ>MWBsJuzQQd|YMs<tQd@jAoi4T30Jz|TC6Z5Zc!1yRb(Q2(
zw9K)5(%LU*G|$EEse64_pNk2Q_`%paQOAnBPw}tn{6nLajVCeR`u7q*OjFSNiS33h
z=z|1+Nn=nFB{6GI(nyx$xtB0fQl{u6iYDz!KS;o48<vvBOLAvUBHXesCEa|?cJvd2
z8Y6HXUw2T<^bs2XK1>0djLiR0GNg6vkTPie+#v-le(+$jfh{c7IjKn!1H?Uw&AHPs
z6Ry3c&@z;1;7S@P?j@Zx(xg|kdG9<DEKhN>QPO~MSME=Y8A%E286tCZ<o5N^v<_C>
z)KqB8{{FLRxTCnJsi4tu%v2h{x+ss;rD-$(+DI!k6}c7HG?nToj_Icc9hMm%(cjjD
zqyol+9L<%(!iaMV^TZ+*VLXV@)O!md&Wr7!MRQrRAa#(UDXW&n%P`8BVsFD(zT_tT
zHdxFomkt>76*oC&W3+w4e{9TI3@-8o|9L79?49u(gXZ!jPvJ#|nkekj<cR?gKixF%
zzyO1p*e-08GF~K>CZgB@sFiZWl#Li%EX9ba6EVp6U6}lhfkx_Xu4pl!<l|RU<6|AH
zNmP$7ZyWPBkrE`KF*@-~XpD|LP0owJ=6KZj1VCKB&HYDU5J!xW!;q<BqCFw}eF8@;
zxZHfQ6F96AmgXacXq`OcGgkruG7%<jPO^kZ2n#n^DS%AZ2@`|N6OvHf*(5{)#ih+$
z9@KeCB{4L|)IkPJ2*oi4eM*9r-!o)v+G&OoOT2gRi--P2eOVm0VKzEgrneVi=Vuqy
z0@jbIuCzJaWT(H3=I~?9vJOr&tSgIogM8xBZH!ZVSXn+<UVn^NO?`T|bPGoNFW@jd
zT>7*^27CprLyWjLe`+7p+xND2uHCt#en0o%=CvDlZ&vmh!MUxk?*Hb&?OR{6w@i8K
z%WL;;-P{JqNwy2TwI@B#E6R<x(jRd0$<rdoBGb&HXLMkY6HEM!KeeW^`}oy%xUy1R
zTdviY>l@3pb{I6PYvEdTwYAyU41<l8b{K9n>g{&eUazjKtgWtZ2DPxh(b`xITFrWc
zYY1PhhQVedSgAGFYV}sN+1#uK4IpZ?R_d!^b1mEqH=2$5dKLXw*Q*=rwRSzM)!WNK
zxW2y9TIEQZtINS!b3Fu1vsG<W*V@a~_F8+b8mz1YtyZue*4Ne=&E@uTW4T^kYXreY
zSX-~QSDT=%8rG`J^Q&uBbgfq#o6Gg(YPGReYu4+yf%ST$8ibqpTwiVl_05%9ty*0P
zYOD2Nd9%H-yxy#XvdvmmaqMa%TwhyTTWPN}*Be2#)d*{w8?9iY+OC4W<+bK!Yh|<5
z+6Y^<dbQr%Y_wYK>RN5B8EiC{SHjf|#)I~7wccK7)K{uO5LQ=LRvH_iV>75X>l=;M
zYIQwqtbuc@%Ny<G`szxn*<4;<Ut4d7&2X*8{5i>DP+9s0j;_O{ZrER{G=oOaUE<h<
zrF2o6Oi4=gd4Kj-{`x=rzkl<e27mki`t3jd^q>5@fA!z^*B}3bPv3jJ@}GQj<=&tC
z-zWY@brUHcFX;rLwMn9e@X!yJcK4e8W~I7Zsrof=kV&ny8VcvU;5d1hdtqI^Yp~%V
zytbDfghQ0ZZSE~yyK(LQ&e9H?wfchxRBddj1vgs1hmuXBXWfwb(rOqSQyg-X72uiD
zlE&jL(hUFC&=ip<wpOW?%M_XCslO{8&aBF+UHo>%t5z%PWt46Vci}Nlzg_W;G)ZfD
z`&qAlFzgH^ZiKxZQBvFTjd0i;bcACRh(7Y%wt_#=Ke<!gmdjiHgJ%Ph_o(+3&rDNn
zBs(tOL9AbIsHaGB>H78!f5qSG1_;w)2%o}x6h@%Cy>;{6_RaG4h;#4i!2~aK`s4Do
zF>>t=bgLY|q^A63e;;u}yNp~yOiguMzCPad2jKzUrN!Ll?4~j#m+vBgN(NDB(rhLr
zq<qGZoo>q~KOCdeb_X#*VVQy*eepzNwq-r?ltri_MVd$bu6XMC=CY@sY%Y8HnFe3=
z(@eQcPg4k^BR5zc^NM%t%dO8olgod(-0lXu-ejWfvgfrT>Am8K{BR+%D??3Wmodeu
zaZeBVxkZ<DfT9*O6qFS4FCl*14|-!{RF*&P48~!(JVcG6W+>)n*rAv)Z!Zj5fc3l)
zSa(GLdmhqFi{H9^&MYl{o0_A#Tt=qs{eI7rAN~+QVIX!$$XcNw(MKhq-7!S!3a6H)
z?A`=Gdt+bdtQ49no(N5(riPf@R!G$qsPT%|K;WMD`Dfm0rMg+Ec^`e`{nA?_&_41|
z4}1i8Nk`z}6|5<}-TT1^#@U`A1VFLBt^4<>>*OCiM}`RZf;dvpdP;ASuB>Kx-xMVy
z{6^ETKrJ7K*Lu&O+QUp38js|hJOq=;z9Dc4TU&pS1p=3DfHt#0@bXLH*i#0>B;&oC
zwhH9-PDW?EaI?d-6s~0OFS_B=4(^bm>@k}uNEu3-WK)ohd!n9E(7hpK2ro~mbl$pl
zV<%-a!7c>zAen%&$_P&5=97oLjn${qL~utynbT8Xlrb6dkpe-oHBEYCj1rxiB#$D@
zse%mQsYoK0Hc#|afY-mU+qyqaQ<!_<E|M`k4(}jfZ-CV%c~EjjM+(VS*b?TQX+Vf9
zLKUnVeYx~ZC}V_8S$LB1-IuSAU_I?VX)qwV8+M5-N~VwoCDx2vsO_4j`Ygy{D_SX1
z#suiF^YyqtO5^*3p!cXovy*~=+V5qx3-&$4F1VFW@OBgF{ab_uPTk1OkC*)9o5#aL
zuN8Drn=@O)$swL1Sih7(x5>zaX>eP);H7|oB%E78U1XMzbf_<a{SGpkq|i;bCUb?L
zOh7V{Zx9XGL_i*He#)}(Yeetror92d+8#Yoe2lG%HlNMPMy2|R8f9|hAzH3AXaf<8
z&#;_;0toOj$T+MmkoLb=G=3RRe2qaccm_-$1QH&p$(4ysmw?*hq2c4n=L|U{c0Qku
zgRswGxEnXV+S<9fy+edf+pZ_K<S4YC?lbmx*%Lwi$t@JlAA<*X@s3gvTY9YNvKK|-
zC*q@L11qRM5o#g`KN(8L^CvbdlVWlk$K@xsazuV&qlm?i-8ML~T&Y(!5<4I`Kk;`N
zmY>oj0`e2vq;GIy6N2y)e~*XXrvN=oTHP;u6mp;31Eg@UeF}gIvrlXts{ng6;w`XG
znJxCI5DChg;L#cnQWaP}6MJ$amr}?EQWZk7fo|euAWV85yR1p6h!dl1G&ugoqipi7
zYha?yEgR9@;8`P?>-y#&h}Aeq7A_5i6Qt~sC_*+HLhk9=Fk&0Y29X6zvSD=fl3ZZA
zlt~_F1e&8>F;>$&!0Mzk52y;g%mZp?BG1#~9=(<X-9of;oM9gP(Gg@GXgucZP7z8u
zfuep&9*jv&HB<W0qLTw8du`}9$D+&>$pbAjm77lkGDi$6NuFHE!{x(axOp7{jr0LK
z1On|Kb_g80PRn6%aOitc95LSm=}vJ-B<yQ(NHqFr{E&FyrEy3MF&B<QVzc}^3ggnz
z?lbm;XUL2_Wu=%IJHzLsXwMsAcN8F!x58hFA~4J^!^(|L{{ZD?VVg@?YSY)9n5RZj
zGGuqt8)P;NTYdN%Ba_FqUJDi~JR+t&Sf$^Iy;D*e$4)b4)z6Q_s7O=v#$xnn7uZAM
zv1-*E5|=Dob4VmY1P+N~=B*~iWR-F7kksg6H;2SyRlYeaE)-s^-5%aXDm{7tNqdCP
zE!lWL@Ar16JS67Eh5|W7?@u_H8P#%T>aRWaX6hZQqca;0Ra9rD&PIiunfjalhBF~B
zYVXX{U%OP!)LXhb&ek=2GJ-j-@cJ&KE_#ERvA<EgXC~?+7tPtaoBo?KVaRy(PS<(M
z&wOUhv#}^g`Jy*rA<<s+hr$xM*dGebukRM^Zg`L54du)JAjR5{J~0Lc_^}^i{F&cM
z3<|KZC=d8U5CZr3qP>&M0u>oLb0nx{d!9_B3T!?Sl4f}MOQZ)DNQCPg2}wXju{=kD
zO9uKJ391?7i32H((ndu|VH6yTIct9rs5yIQisGELw<?D;bNBu(9M10c$+;<Z{((za
zw=)(sRlw$kER-~BcaA=twLg_mnzgSCYn`>XF0M2y0;;q$Yu|X;rCIS<fxELJF`{~B
zMll|=iklQzfpw{-S%+5<$Fp|-3MP@=F^=$Oo=;WLX;uQPc<7mtAfN4{@vOZ?;ip+U
za~O8f{u~ReN<z)tUF4CTwYQEio)v+PiJldK5imU~ikZz{JO%W^QCR%Bvp8c_DFA1_
zgD5_|C<=KRI*bLo&5Fg0ge!_e8dqhq`wExBx%s%bImt5gQ%G@9N^Ar&-uQ4hI2ieG
zSU6Joa9C6r^C6MIA?R=z%m8R$l0HrBF+qN}`pjRJk4hd*`BhY`5>rz^5gnuJP2~WE
zznv&Pl>?MW&H+YlmN~$L2`vX)RIn-sFvkh!02TGB^1{g!$9bTi?Kk>xzMBRri&o*)
z7B$22!P1IK?rQNr!&8M^d<Xq*h5Y4GR%|U%3RGmjnTAzY!paRO6QgH?OB-x9jH-T>
z3kV*4dEsh#0Y%NN>A*R-2ty6If2(R-*(ezn*?{u_>a4&y!Bx?&e9)9jI5%XnpP^pt
z_|8OauY5>Vp|5<vs_IuhV3FN8ALt*fWW(vAUa~k?USO+ISk6v4WKE{D;u>PvcqOce
z(rJ#Stwj<z^Q?~-7zrv$jpZR=s`5&F$cZG2kmbQCDw4?vB44Eb@>Fy-I>()Uu_I50
z+QeOV0i@isRj3V}gjnnG6%WA{qb8O=e>iG&`hK-SAvu;iGIfBD@MK0`02X!zp5npV
zd?8-9X->3wnMPr%#Hpj8NsE)>0{*O&9XGv2<;Bea5E*eZ+M`^!0NNY+DzFQ6CJ-NW
zg(XIa4*>QN!sN?1OF^IpK>9m0Pd?^Ju~l-XlglO2qw@yDOEBewmi3tO!KOb;Oc0?e
zHBG@QZS<;aQ%+c};glB~PQP5xsX!N5-6>}WQE?+5tXcOdZx1d4l@DH3gvtjj%0uM@
zecB9Vq(VM;_{@qNE>t)wUk_PDDjzHyA;PCQL1lfZe83q`mywJsu}$^xo`4iDEnJ2w
zA0fIXRX%Wephx9la>AR{s`7RD8l|gpLPmA0@^#Qft@44V`MXc>-6(gJ6Z3bv_EpXf
zqH1MM*px%k39_j~Rz8&JegP9mMJ<UbSal_>DR8+Rs0}LOHMa5(k?m}jID}4uIc1dm
z9>>uzu|BFUSFwRIy^>Rh%0BK-??x_9)7FL9U8NmWrw)?GEjhKbWm}xaNv`Xa7f#jx
z$^nioi(HLzK+4KsIRL3l*fg+gFKUBn5-`nadIB)b%{c;8aV@&E*c3`FFP@1yV?{b=
zIA=uES;HYtSX3Y@G74T#jdEl~dS)2zQs@(f%8CpT#V!}=B}$kT=^%E9Y0A&xL}qcb
zX@kHl)$aD63@bP(n!36e9(-omvngZnac;UlMKl=^Y^wXjB(RYXJ0~fb?g^6vOgjmm
z?2&cyJPFMe)pAlV(_iNVHfpWq?2&nD8xhZkd}0yE^G?YfjFN0qDB>QvK3h(BD%O@0
zH2r*Y@=kRbx16|f{7E(43P5L@awjRG5mGI*$>6H=TLGfdEv3mLq?k(+fpx0yob;qe
zJxrok$G<r-!&hzE`pV)ctIFlXn``A}%tfA{bRR0Go0Aw-iEb*iQI>8BY_XH=Xp*cu
zO+Cm?g%{Q9rjTY2k$Fs=HV);nE;NcY=9He374PEaY8>ft$t{5^ZnsV{TTjn9kz{CQ
z3+z-IXo?jyqLf%E?V)xuENS0OFp!HRUy+F(zKMk5Ip6QWK%{NBEb{dcY58xQvwNWv
zEW3)_!`!i`{c~jZD-cbdB&Zt}t@-a&P8$9drfxx~d8fKrKqSqrwjC0$#04nGBgXO5
zmuZJDInQ45AH8JdB+1M=VshGK5INpHhcgh7!dOged@z*_ByqOIRAioO2#Bc%8v-i(
zWFs2Ntf7-gu>s020+~+S3GnGJ8HvEDZy5>D(_S+Yx@5j*B*165E+;@w_wr5XH0@m`
zp-a}wOal0HuhpbZ>0YV{(3!6&27GP{XG))GDIt=(Wu$;e?vQO7P41Iz8#VgybE2#k
zG)?aqI@@tH0X?1on&Sb2kebPsw}dX~?_LSO+1|7X9j1BDCUlwVubR*&+fCT$kP-u=
zir`F}m&D!~aaPj?&M@6g>zWovHLYKoF?w1*%t~6ERF1BxaZ%IyX2d~F>zWq#Wc0JF
zqFD*_E}NBVtX|o%plM^lnkv##P7^q5sO(tJw4rdCnU%;Xty@YgrvYxgWu?A6rgq5i
zdQR<=`TCgJE7PkvwO5uGb9$$=SJl)WF)wBN@sXZZjh>jwemgtmS2A?=VOMgWDY2|6
zol=fv4d~e6SVm%^^iG*ae(BwEvmr)fjx{sZBhLw5I-QngO<N+Os!=&1)6Tq1dgSR?
z+M$;LDRK&AXF`ZW=Uy=d?o4;`IO?f6A>tjlAk{S12~sjrHpKB7XEeD`Pf3apN54Ha
z2|~O_x^sg8nKPl$M33BhRUj6~7=(LGjr}qD6iN|g^h>v-o{*(@Pn_UtEm7qZt`Tw)
zPNwSD_l<HP75qFtSi+GjRRB={XUHM-;1SmYTAG9hz>-X`&s_;#m0XDipYhwKIiRdH
zlU&vXMoFKlXZT^Gxw^i-%2jken;8M!j-vVyNRU@HcI$sGFGW$;BN_i%-f<^bxdckW
zry<J(-_OlMAzbS8n%!|LRM`If?8t^lb;@X%wyi^=TSEF~h3n9$P!vL;`tk^<TG|`!
zcb^l!L&#Y;68y4P9lm<$#49{8rz+k4F8_Wi`u&7|;w>A7Yn<_~^m(#WI#oI!t1NB;
zq<>cnqX2kUft8~K+JyT8*3Orhwo>W+ubYpy_L`6UTBW*Hp#oC%<>h8$V};k2(rJ-l
zo2s9`TsmvkB79Rc_{){G%6etluPrZg6)p6k+}kwVN%WGdwIJs$`W<5-1-D;A&9N|C
z;gVt{QF5<TI$e4j9gL;@%?9Ga{MAZr8T2jt8^H!wMJv5QO;%2BS&{vu+5dyaP=X9c
zgWfL1AYk}qKWMM6HP+WRnVaP(cz`Gt6A<y~y{Hv;Tm`p)qJ<h~x_cB{K;6&M?@{-+
zqE>Xr0*<cS^Nop=;nefh(yn<E9}1wo;hsO-TdUTHhAMKr(~Z<?o9&gA4OZpS8D*&_
zR=f;M1}iVBCNO~}d)Z%KjryH~mp_u}qk0SVJXJbZIu+f(JGv2lSCF87#b0Ty>ATk@
z4&|U0|KH}*0Wm63yk1+@Y(I^4_xcxf$7e92$+9kf$9*C<xnFOt2P?q}S9>d+L`(%q
z*C{F|77_Uxeui+ZkQ6sJ^m6&~fryhK(&)a<L>=CeEg+0;s_s+CIGz?R$w=MKlrEZV
zd|Mr9pkJK|#Vq@q^+0cds#2q5qD9|ZgI;T2@UQAG2aVcVu%bozBr>4Wy`05uosKBH
zh@VMfAhN4Ix-?c+S2XV~#IvIlPu>L*W6D2>!;to25<v87yRC;mMb%KKyQmZwjsH6R
zPKyJ08dk$q=8mWYNw;_&eT*r%K!+^EPmJQXs*!%YIuiLbWym-6I73541HEsyi)p7J
ztF87L4|xt5okIUHiYHL_m(krA_u^>aKYoIKYv{GMy1ceo-PB9i*|EykF6Z(!t7Gq=
zJCYN*g0*E8<qO+-DtQgfu}m_R8LJ|LWG#XWld<SANX~VQ!KbcZ44Ac6F-(Ewh`VI2
zJq$EunPIT(C555h%2+`dCS}Rs=Bx#RVX{{PhRV`?hRIZR2Fj_>44$UI+@7ki3@}|W
z88TA`HBgqmF;L1UtK-y%mUJb|(7kk(%cp766f8rp@~cyp7G*0>rp{!jO0tGzC`P6}
zWT-)w^yd@$6j@Ib@u`xXCD0d><e0a!cZbd1sNKYNM2||#esdG$euGVZ<eSp0rJvE2
zho~!twA$?s9`a6zM>B51<}3a_6hY<JpN&FkqN!Y`+IHcfvTbx#usMg%kMeaH(LVD?
zDgA#c(C**?q;e<t?Xx4er2-fwub9oRbx<8;7Zm`9@YU(^lO?z6=a4k8(~9#+6M2H)
z0U6sFRcTZ8;g6r;gwlH)^t>CLKYHZ-@^Phw&kA0EuI?fZw_8EL_U8)rRTGr^t514z
zD&a}{41LP4=kU&@zP>^)F7#^|_XOFJUr*ALx%_%M`g#U9)UO&tx%3J>mk9*)2E~6L
zQ*qCsUFZ>{<96sSmQ4BPF5(l0fPDQ_kx$i`-h=fs@a4QXDyUCsjP4_{zkwtb9!ic5
zP+=Gn(DKGZs*)Me>-G90kqKLNJpD*&O{8@ndU#oQ+(Ge86x$3vWRC()Q5Dm>6hU38
zc+rId8ltvUSPlk_4jzqBQWHcpJ5*=a1J}GE%29`2*v6VbYeU7`*$bahk4bXNzf`4F
z!(Qb{=TQfx+ByLhKwqM(rD))9`DT)C@bgL;Lx@6Up)NoIe&EIeWDC%gcvqX=l`GyQ
z@*RN2T)HaA4Mb^8zq*W+00$`l)*F?th75P<YQ?)|jVZZ=!hK*oz)_uZ)F=LxFTuA;
z)m*%!_;kg)dZ|6=@AH6O)BDuJK$rf~U%KRlS1YJUjPiKs9gIB89=P@-yaYbUsf0oi
zsh4N~J<(#Sm{7VvRZux|Lrh56yEO7fgK?MmJuy2K@3u#)1?C7So2Z9?I=4U}=e*yx
zaF+q1IfZUuWqXXeIW&vi5XKEqPh6)+doPFz*?GWYijRjVe4uL3T|r8*Qiu_Q!EQJr
z*n<ESno&<OfnL5b%J@LCO{~O}dGG`qjH%kJCzAjO3G;#$basR~tHUy7a8XRW#08x$
zd2Lkw6;)+P6p80o%H>ZnyK!pwk(ntHU%@I-6%~b!DjuWLwDm&JA#M<*V5xX2z_d1A
z`uQdA$zG?q=k3vrgXt)~I2KbLdY5*atxLoLV#p;-A}UM5#&L<HvV5r(_UNv~FJSej
z6J!p9cIXAWVE=HWsi9;Q-rgAV$}%#nPz`Hbic&mR%2%slb(#N!nDZ?`AD(o&T@OZ)
zt~WmLP%%>JGHG>l5DfRcXDFvz#<H=C`kvOp@C4P)p>9JO7p9u91?GPK`R5RppyhpN
zj`<-C8fkVJ<|>0CF(ut$9~mXU6}gm*hg6Umi~@r(vs7SrQYD8Ve&XK2^72(F#VGi6
zX?WH9xZ8PzO1wg`KJmbqtCuLkOB^7Y?Kk>kluN|)47^LS@sqOPPSAZ4JR6ccH&BrS
zr9M%dPtZD&B2B4ADr&7hMUM%3;g?^^Pf?8cu~;p+rH1{Lw^-WR#NVNxaSA_C(9Wa=
zpO+7&=j3qER5bC<{U&NlSJc9avQ+yA0q>BfMJ|u{E$B@*-f*(?PHCg`F#hv%zUFB@
zElNJC!QMsr>>dic3{bU?)Z3Tt*F)9(L;vA^XGp81Y{i=LDC~Brz#l*N9hT~{LLe;O
zXU>4xr^SO5iREb+@bD*oyI>5&lT>;cM|OA|pk61$bKD8^I)Mka=ug8MHf;(23VNIr
z@GyeuzX(1uQ%m?W!2FVc#}lCb)9`F+Cg7Jq`sor8L-x|>PXnI?C-<m4YA)zEX%D3*
zZXBhcrtD~Me<=IW`wx*M43&BqJ<7R*L1({1RfOdo(1WbxkUpM4Ck;MfLZx0OORuY5
zCrj_^A&g$aTKcl2hpf=@uEm4A>@V<xNIC$C{`9EPPs!gH5HGaDkv}wFtX_&}N8d99
z0H<{Bkc{s8|CQ+hqlUa<Oi+=!SWG}Z=O36_YneFgm@IC_`I{20NF;b*dG;kV+8kCl
zE1gdVFcdulC=#SBpnW`&H21>hBLLabrs+8?5>bhEs63$LpKgCewEH64lo%>;^|&CR
zqMTDxL5C)7;ssT+OOGvdQ()3<_@bN5AL%<cTxh^k8>egOx^`AT%(1ea76is`kgw-X
z+fMpl=>uaXa>h^AD6yfY&;7Y3Hj;3FS7-r477hMmF(?@(nsh|mi$72BvnZoEC*S+9
zcQFWmo&;9$_tu^)DPK_!81zD}nof)Nb;hNBEM;_HkP}P%jX(9Q^UYpuhbt@9wdGoU
zxxTSnYllIzx)!cgS6eVqhQY>4I}A4(^>#aKuUA)A)>hXygIZYMXl<+pt!BN!Cx&>#
z2{s$SO0Bt8tGBAn=4Lf$08yj0QeO?5YvE?N(QMS$tLVSFUfo!)wd-N6-d+yE_4Sq3
zDo_2@<zTJ39s;J>sy3=??d58Ft-V$a;2qFv1?ypbZLQH<ZZ9{M>(#YJ5Nw3C^=f;y
z3EHY*t;#mlt7}zstydeH%k|}IwXs%f*6X-|^?CzGdYkxM$7y|ibEQ_RR#$@BYCTxq
zY;P>DH|wBmv&M&oR~zB_+S=Mmd!@PF2&%0{Slira1sm0N74$8yH8)!;o2}MH*s9g5
z_2y=y)oNGQYHQ74qq)2iuJRf6RkVkz_4Z1mzETZ>u)4akLdVNsN4;6!XtY+V>tSOJ
zoLgPqXfM}SS6a>H^7{JPdOK`}Yc=N2Nfv|3q+bn8K#%BEd?{U&3~{Elj!yNX7ZC5Q
ze`o9O{hR;RNB`)%zwzLI{qTSJ*WNqb-u|cm_J97L{TKgW<rn|kPY3V)S1d)zpV1Ro
zZIZTR4>m<{rPWX<=LH8He9ONX?uEPFHQ4YFuj)$=U^of}&Ap{-H?G~^S=vF`mj2*D
zXLoP3)IuF?zZX71LdR~nr1;WmkXxedSLi4!z%!*RZ}`1n9|j2fFWTG7lzbT5fCZrr
zYYfvt)LbjWajAbW><pvdJg<;}xC|38_8*aJ@CrPUkJ?b|B^e_Nn~FW}sEoxPS)`B9
zT<m!>8H_zxmWrE<J+Fc(I#Rna&CgL<j*(4Zs_j_b2F=4!8IY5uOxeZ@n~;$sHm?y`
z-pY|$l07nY9+@o}f@WKjnc}$Rdq$Ho<li*#&Sq5h=rk&iSy>XF&$jG&G3zql`L!c8
zF@pg|W@PrH5k8lhxm@1s?}rC?&@$KlyoZYA#&{RD=mSKfMSDly&gxXNj1mfXbg;(v
zu5aI1;Rc^vESWlWd|VF3qrLusf0bLIc`#h2HDQGRLIcPINI7IKHv?Ga;3jIKCL26%
z6+Q<(+2*6BZE;|ZK8>L3+uQEvpTWg%xs3DuLBN@&=|;dO{rXfU0}>3ibnHO8ChXDP
zXP<4r?^5I+{Nq0sR~wa8itSNXRrpKlOL%8iM1cd*xCuYX4Wn(<x~f;|Mw^LL27efh
z<N;hRtMu43y~7T9&U$+|i2+!|1Dq-2y4wfS!~;j(si(u}a=G0NcExF8<a+>Y=97f?
z4bCR%6o>7l(nA3!e&XE#KZAcb9m2s5L+tJ!2qf)b+#Si8`XcC}G#<pMK}XGKrGqV;
zB$Cy8Of!O?JXxhB)5jzN+t!AZ=(j9ajxxZkgyC|?$@2$+P8>c&T_8d-BcdYoIu2d$
z2P3@et5Rh*@Yer0Bq7~_bdnKTpxL1lP8_O@_MQ<kdiL&%2Q*eyac+PXD}Rin3_s$0
zR;pF>@8_SbR@UU@M<02=gx9*Pu5sCuX8Q<|zJ31LGW>(;m1WN(=;g|$APc~7<iXBF
zXK?zDfFar&m6`&st|;ipYOjF>Y9Ovu8MP351hFa?@CXv$NE27_KSc-JniXa?*_+U*
zz${;p#a?2j2Wv$J6kcK0W_klP-683#W(QUWYQ`~T2)7$7JH9fO(666=1|0;=04L_b
z;aDsJ0{ZEQAk06anq0&6Ev|_5f{^I`Bm*7j3C8*uvVajl%_o8cTL9$L(_B~AsFUbM
zy81EmKx(1v8y6oaA}U>VTE1Kqsh>YYB?rv*5JEr*LsG{X@S09ak}!=afeHyt%K^qR
zZ~T`Vl5(k#hIV<BJ&`8jOL;05?`Uw$_i0&zhS2>D@c;^Mi3U`S9uf~az(JlY;xrjL
z?r+deKsStT#uC{L8m4`W-j2n8{u0jdcf)T7;df&w%5Z6=wkZ?RS~{F^(&uFy@zEXG
z8G>kq#K|ar&(6Ulwkm%(hKUjKYMtAlZ?q%OUD97ddZ?tK2^IR&X6;+ApVT1p5oOag
z)4GNcN$=#M#TR-}Qa?nIMFdTMN+)^EGv2tV71_nK0iUkvkMvS&IhD7NKdXP`T7y+g
zjcA-JXb3EcR%>*gK-lB0CI!^Wq*9zixhyQ`l-eJz2ljCQhM0K@1uh_%oI}wv^CW&n
z#M>*A;Dp?o#MjGkDN#0W!E6LbsNapbQ5L~PiKopUW|`@wn?EKp8I2KJduUWqm@J!O
zXNa&pLMm<<md;9M$Z`sAlA~>Zbp&W*F}L{xcvC1%ioCsjSULq#BmVY?5JpkB_l}H0
zGZy#xU_G>49;>)qcGQ_6+*P>&&_T{QIQ;0Np;GBBxltqFU;|Ik2oG&Vk?e+V0QLO-
z0$bTTh};N@1fpt3p@fd_AOyD2MZBJjU#+b+HgWzI@T!>LH6)!F;Ni{(X{FK+d!t=A
z7VYA_Z+{3}%ZRP4H^a^4MzGG9B0nPPStd`22*EoCgZ<HCa2s|3gm+Y1I23F}!ITqD
zMc-dsCQDZ-J(`K{FjHt4Xj)Jc!<90kn>0*T@RA0aGQ$j)XAT*5%5*VUz91upE~P{p
z>GqT_JVWUdl%dSirXyn(vY4OE^Bk<s=5Rj7#`($W_U;f7y8BO|Z4{(k^*2_UoAtVm
zES}P=XMxe31-i~?zw?yzn&QFv^p-#0*?tC-*?#2#9J2fSm2CpQOW^7+=YZL0-b)^2
zg^&G9rJTb|M<mJS+kc%5TyStD+g|5sI8Zmm&3ctgg*&f$B=C`te5IN-qLgr^55MY$
zyWTAviNOZv{j!g%%C5Y+il~%IyTj2;jF3O4MKGygrd$zBI@-yKV3O`cWf|Mf!^S>+
z!%DF?Zcz9Y+%SZzFx*v_SjaNsl0MCcAr_T%@e8~pdqOBjWXJUGKe%^G(st^`eTp1W
zrkVKBD-6Ia%F2M;fLnd1S1#WgKlAP&&R`TG=H#;X`-2LqDEG&^-kmVGEKZQO_6BfQ
zz)6AkB?29~{eG+Bq3Gvor7WlsH!G<*5Czy|T4xn6;q8VvVxSNUL`mH4dG{&RI6{zM
z?J9#PvRxA{@7mT~G?UF%*oK0xx78;<ZM=vhE}`dr)%YXCJa}IXDBdY-m4Sy&vP95|
z)TW_#2ZrA<xx{!Mc}NC|a}$AU=zaXvSNFH?APl9t`U!%Kw(edoBjK3$8+d74_U`@W
zviHsQwaeb>+KRurUaNRFzPf!yhD}k>TC3j?;Zm@^R;#OPOSL*&j5b#)@^kHT8KZL$
z93UV@+U6S~Dhlo$i0{Br3ArzOOU(Wy5hNo;L~w1XoXIw@2%$@e@PTCmwxu=%;EK2D
z)mLGj8R1l!u!o~ga|wo5+;F$t2O;Xdi6jX)<ar2Nh;%WCq0k|ik{}Gi8V7s0M>$wq
z!2qE@6x@cH2UY>(3G)`%d7}dp-~a)pB93MU{l8hRQaA~)i4&hFM6BOKpp*=@qPa$Z
z5Nvm!2)QEi4`7c+kev+f30g4d!MrFq^kIneqGzq(*@qO>1mn@Txkte-cTvVQ^tOUQ
zw;!<=VKIoGk%HIxEySY*V?XGpNFiti0$27RN{Dr#NFqrjjFE_C0y7|#2#~^Ej=RC&
zvInZZ{dTz5A9q_6-lwCgD6~oDYJuDxAmE7NR)!(6{B~frGNQAF-+p@;rle*7vLmho
z6vj#j^H4-&nTi5)FwB_bAOJq}DblaiX$sLOe@r~XN=-)r?Qu`UzDY=ghjqYN7?TmL
z6SkzLirE`CF~|@H9$tSuLL}6%JRDP?AYn(WkUsSmx<?jks2rk@FxTNH?8*3=RH@5|
z#iDJHS3fNAdaKB{VdmYSfLCMY(bOmZ{+54Z`~IEVJ9lsYg>P@)yS?-6)@SUt7weJx
zl2M=CR`WQeC&RzlgzgP}n)DDBht8<dOzFv7GNNnBFem$D2G`Lv40M5xs4CZi+K#sQ
zVe;bwLUXK;RY8LBo{~b+_w+OK>PX${nNu=$23M!CP0J7u6*{Btjz`z|kYu>VlpvL9
ztPy#g0CZM``cc%7?Ii!oO&J6@oM%sQTJSmGY2ua_TY%VC{PdT|?K+Y|L19iZhKJ{u
zn4%?Uid(sU5{5MDK7y<EmBHxO#3K`yb)RR#7NWDXqaGUxVx4^XE>^;?x72->!C%_!
zu{j!dF8Pwmm^kEfzGga(bcy2Vx1*CV3VN2FIwA<}1O?iusJ6t&n%DM&(Vnj#7f8s-
z_ge<4QSa!FIZ(<W#jlaD`fWUPhZKn{(ITKwk;0Y@LaxzXwEM`IASMVQJW$6Jf+8B_
zxAXh-+}EVXKL4PD-)xmR&yUylJ8tET^RDPMPv4R11uqjvznosMM8g+W6k9r8kECOz
z=H#QOJjCITnS8vdx7$`HL?&Ilx8ja$33(N-w6e*GM|`@AUh8KpGw%MJKiZ>26(NUg
zo%P`p3v*=ZgJ{8Fc`KCJXK9b2@N4mbPfoK$NLhTR#oZc5XL8G$5<kx;UShvBsn-K?
zR#8Gnaq^kZoi9ssMmn|}d-l0e+m~qM9f&wUvFY+-ip7wZABz;Q681Gk-U-CRM}PWW
zqMziq3tG!)&mS+-ySc4nqO>6lMbNN#=kM#9sehYj94?91_$5Ve>N`AlIxRY-k(&Fx
ziP4GZeaWXZoJaBdi_yk3%8?@t=^5bv_*-G31eh%&Z;(wRYIloq8YA=m{$i$IkNP5C
zvyByLPrPYQNZVV{nk6BeyycavG&nu;-|ObjqaOa{V#0ePegBQKfQi8SI*hwGGwb&z
zB<}2W@+_TaF%wRy@mu5T+?yPCcwV2pi5}@IDrZTUB1IGSm??RZqQn#P`rOB}RF;7Y
zaAT(<AA4thRmO6mn4gng=GUyB&qaE9`I#cUNAX(0_k9}g7Q2)e%@&ojI5pf2=TJ<r
zmWw|tSI*>l98XW$d7Q$6H%W%nzr3I?OvjNfhc7^&n0-2>4$s)D`@ti`e~ovCmEoR(
zdX?VCV!ts0-ET{zV1;i)WuGk%=N{a=cH{0%{NU2@xO6<<V>%vfupt|ibUtLo_5QuT
z_h0{`fAzon|E~Va|IFX`5B}OO{^vja`+xs0zx?vQ@|)2g)c)Z7pZ>p%0~YM$&v{9t
za};#Als5%Z-Y9XHL!K$ge*aIBg8xy^sGOLjM|tO_r05YYz=_FtlKdj$Id^9AkCfRg
z4&x;0d53h9L}>gW93?$+xjdAsBvRo_bCy(zgL1h`N{;TpvF$KElgMRa`q0T7H0*8%
z&%B~ulVI{xze!2?(K=5eQ4*eFj>LTu*?Er6ffDh~xm_qFU!IE}C4yOx#*@<Xj>eY~
z(ct;LDJiE$V(u1y#oy|ZgD3+e=5R?$(K6j}K5x#Mbbs~4951#<XjZltdMq!Vv?a>n
zQY>kUne1gEX^V*OR=HoOC|z0Qn?dbU!Euo>#C%0Sc(i^yU|^N!MJA^KfcYwdOY<#6
z<!p&XSpaAvY0K{ikArQI5l(nJ!x?Oah(!$NIOwVbI!I7Lc_37Pe@d>F*~9-66CF^p
z1Ld8Hp%W9qBzvO*+Vhf|aA#;u$nO&Ocg?^doLvbGQbe@I`v;&A^-;v79RnY4wNpa0
z54z*sPVciDK(R$dD17w`rGD}F*DHh^F&_I}8qvltXhd!VPX8kEfQXWcA`yv^^F`-c
zNywQ3EJ(Q_l7_^DMdsdU9vno;X#5*r-QT%=_xAS98{fkFd8PIlvJZ({e;9hLJ{2T+
z0$+CW?{0+$RC@#g6I6=vGCbH(rK8t*O3vy?e7{oT)IdXtfLGVf=n~Zz>W)QJiL92Q
zp2dV~y^-vp)enalQudF=Lwb)f9Qu3D5Cwo*Bk~40naUpx6K~7*=SC)w-`|$Ert_8<
zc}X~(N{lr&4)}!A(Da9{{o%(?I&ffrqK2oRn=089<(U#*+<;I%+}tzlqVLD(+#f#u
zgz`$^Yo|Z_gekC)C@iKgxFWzqH5KJ7hr!szJQ_qLc}XOS=FFl>a|DB%vH>xOyTyNX
z_x`mV@PQD=rB{fBNV`EIyCOsuX?c*x=4i56C2T4(mz6kH5V<v?(-BaZGpoi?E^>kr
z3_Y2TgU@Ern5y%FtH`UNT{2~w5t(dBrg7qgBzEo%sus)HicrN};gQZ6>Vi)r)ur~`
zz${X-5}8>_j!`$Wl|)v1^qeb>nr8-}Z5mgTxnbmG5%%U6c$4<-I4MDF_y&pgc1N0+
zu-nbZ5b?+%a}9AM!i!-F5kfo3BqxkG2((YTPvIs&JQ7P&lA>tcFcU5DkJ68R-dM0h
z%)u!L=(2?YKX{(>mKR?mS9#hTrt!*LdI*vHqXi;LhZf~Mia5)V^hr-7NnEx)$GHdL
zUJ=>T<l@7b)|ma`CMZpt=^t)(M%Fr&XDv!{XG2TRaJkMQO`Fbgw^}ym+j8{9s4rlx
zOPBa<6)G+~&~wbA=3eR@!j*Y`Z&El?&w87D@4oiP1*U16e9qan9{7b63Re_QJD_^(
zd5SS7-+|I6*mMz2yYT>-!kbF;DIFS;6w;MUQOFq^>D>VcM2a<?RZYr%a*9XwCZYNu
zi7!QX5&}b!)uY_(4;BK!vQGXeT|vbl;_0JGYAKT?A`sfvOFf;$Jh(K1P&`5Z6pzi_
zPH+5FJ~xYXjb1OVz#u9Tj?Vv-@8Eu<$0}~gcyo|!5i8z=7bzfRQd^l%wL=+g1*Bxm
zwB?<IL%o3e4UxqZ7_@M#sae7kJJEo!XttP}tBCDn3CMX@tqHGB&^(P%(ax5(n<esw
zf5dVi9vhAUcj6?=XNqb3iDylX3k;mk>GbG#FYjMwLYe&O$db{_l=m+M)%TqDZz>h}
z^Zuoy3ZF)~$<*Ox{=9$bXkja9cE`F#WB$B<DJTz@_b&_SOnLt@5zdnLFB2iG<Fn=c
zD}wdVigv8>{;@xjaL%K&1#eSy4SRo-vJ$p&SP^;I6-lJWLuTPt8d%Co55_QQpFB=_
zO0!JtCx;_Ao1Vn2Maj6Lp)R1+uOZ(b<^Ec2uC}8l@olo5c&gJ-G4$K|S?sE^P#Oi-
z7>GaXoSKOWq+1E7xBKnU6Xa?67BvfcLoP-B?S6=Q*6}d+A2YDGV*-134d4_1Q6|u3
zvf6L&+(l9vN^pY=+Q?`lN2Nm}@<T@Y8Kg)OX|?xZGnNUDWU+3t$xtHWu#JQw<U#;U
zlw_v7L>AcoFlcm;+w9qru<tL4RR5Gs=-Co=7b%A>tHeFj5ml+ZCTMs9kkB02APRYW
zs3U=)cC*S*BM0OBLO36g#*nhnPdw_4qQNeUTtsx7AkLpC`3>d4X@!V_?}}U5>pv+|
zootIGC;}jI{ZNUO(KEUW%Jc)Go*hsMBV@~=d_IJ!NiSd`-;prPh^#~cZyHCV^h2oS
zfFj&r{-wLW4hENooH6H>EuM@fOM-{ucpKH_Fx*^iHfqg{jpj--Sgtlul&)FdtcRg|
z0E5_Z?BY8>G8*)|NdLk!TLJS~Fn^rfT-muc7z8|O>4P+=>tBz<F?s8XzaOQ6(Q)Wh
zAi8-5N+ru0?}usQZHGF)P%4Zu+8c}qiJ*d($sS%!H5a!<$|VXXO9J~tGf6It2IB*f
zTwWIYSi*u~RAUpDm5TUyx>5hOzUt#_$R|^Sf=^ken5M-Y?9NfLQHj*r@BNj7N4tZ5
zfAm+Ez;&4~c`DykXJ+}EUv8&N3JdPEPrb7Rq+duuxmH<6!q?jJGAC+G-}9#7j<++_
z&t_mJSfsf`&u)fT(it{MEegB9jIb1E2>pN^u7zHY6h%zPm-ZaYJ_aLPDtKqy@8a-T
z1H4~{Ep62g8nwpC>dK}fHmgl@m=T=>BJ#XFi>D1vg2F}C&x^yETa>G?(~QEC^WabH
z`nH9ya;@9JmQxIGCW?zT{_DsFSCH&14DZCSQ)MUAOw=6B!<K9u@7g2WMxCO7lH(N`
zVhWNN1GiDudcWWZnJC`0?}6$Y6(T>q|64K4a8W46nG6K4vXED{e{;PMy-7VUn%HI%
z^DGQ+S=eU~@(cuT+qh>D@k|u&SomiX@N675=VlS_EDUd0^cNQH)b4NEcngbmR(~zd
z@(VBW*1~^+Q-ScdkdmVK=i5|c=$ZHHPOtxHJm^36emTT1m3F^>br<heT}t}PS&G*l
z1l>0B&+hMs-OC=l9^im=KYTXA$M5%h;ShOsQBVy(wFZ6fZm=74_X52Xy@CUs#~rFj
z8+6qjh;6Bi3?b?fq>K$q-3>DTV+Rv|Wo%|DNb6kb75?=cUMCdnIbcvht@NAzl`^A<
zKdJ|<zMcgJ#hSAbhO@w+e?1++Y7A$Af%#l2eZa5Is9(o<kz0chsiwP2V)vE9s(*i;
z4V{raIsZ8Cz{xT=K&oH7EMD)UzTiMqu#yy<xGLTexmsRRI`z<NtjgSqP1PHUgy4Al
zqyoM&Ycc^KiEbk1CF$0VEV;ullv#w4MEJ>*Cza-~G9FiY-6gUsEGacGob#8kAb<Wz
zrF?rt=QYT;ED5<vo55AD*$r^!N09)iVK?;Ptd87zR5c85uU*QgEZ*bCJ#|INm2p2Z
z1uo18W`bJS6L`Osp#^wJmgp(Tt**^h79+{bvH_d}@dSxXw?x4ppjwVN#N)T$v#iuS
zzfdmLuTthSR@P%kvHjhC#+q^G&e%A!A83*`$Bf;l$jWZt*i377`l6Y+hw*G;F7<5c
z-(Kt&rpHLEJ3$b`Of-DoKQJLj8lKBYg-Mw*3s71}{9!#OGja51evf`l_{M-`SQ1Am
zxk=C5g;{Y9L%W%FD@oJushd1SIhED-v)AoMy$f5Et)ushR#~y&F&zJ(u3x^{Yxea4
z)5)9qVgD4qaw2N_&bEQGUtnF{8NkdZ|IU4Z@Au#k%#@tGb@MybR=#yNIQaV7aM*9E
zUryh8fNW{%;$?Bch)>_zhW%4F(FHf1y7dPg4i!CvHTj!^oxTD*bt@cgG4e0(Ag{Z=
z_zKlh8Qq<r0as&nb^Z=2*LJ@i!?_&!`_+%H--A;`*kbnZ&u0)MM*LGyXYU7tpoK~k
z>iX1uY*_01x%>U@Gq{>HIg<PIgRs+P1Lm1+QTmkeo-$Z?Y6p*tjARFcks+6Pe~y1(
zW}JRVN#7Ot$-i*-j{2%USZ4GO$Nfw31SVKEY%b`lll!A?Mk}7?(pyi9N{#95uNaja
z)1ju##zc~UD6n63ebo%@iKBDD|1S9ddkp@!UP86fdH=^BfAG(L_}_o}cQ0%-ga7g$
z{*&^Df4lqN-uRDiUHh~D=}&(4(kCDM<+#+^*GCa=KQB1uFos<*+fh~^BZ1mLUiXsX
z`w>0+tdSVp?|I6^&k?aI22y!ide^satZ<VREbDo9Zg1VZw|%o5j7NL@L98Dtn9N|A
zDbwM(%(-sj%ViQO@Adb?1C${$d&1LrG&-R8_+-mSV$kliPRc-%m=MA9lFbwGqzH&V
zr(^QjOdvElxy&F0_)FqIK~o6zI~sEcVLAen2%!;g3E5_ma$*QIb!J0J83!KH0mBv(
zm|wIpFfquQkjStqjL`_XKAB=*J2cRI{+WlEzGdMNJQ0ZPZ6fl6JhTyR>3#MYE?1F^
z!?>)8;56MTi)5=yD%5T^Z=m9+(Rl-?$uU_&Tc{}tgaR6LtA%=<P?LweYF@WduLHH!
zia=Wv*g}m{T9Bn;y{+(V;-04?ye|Vo@}K$Om@78YL<1EEVt9&(9Jj{A0BFiGP`)G1
zYM-J1WN3mMBdr>}Y*qE&HYo_v_7ILJY~Za4KK&lzg@ik~hjOX_j|Y2m2YS=1Xu0KI
zCqFH?iaf0W+O$6#Tpy6+?xD<Lx#86TNp5&L^2iTN=NP%6*#yC{z)37(hSM=!24WLz
zI?pZWJS?|5Oy{@-KAqtf_!NHIuv6G=0h`=5;>o>VdRPc+GB{;2Xo%*-SKFdb&obiC
z1v8Nh3gCzEF|)$eA~PDg(XL@H1#;HIr=1ZQmi*zU)#+0`VgRS<J_jdF#&bwyruNe#
zjNhT)6Z=mY@Gwf&`he!-Ke)o-5iYrn0#d}Q{j_!&?w0|jj$*L2WdOlKfmS=VG9rv@
zeyN>3PfJDABmOOJ8O*@O*02l^X+O*Y$Xsv8%9!1m_QSM4wnb)vuz4~A1{TY#R&B)0
z0wTNSwDzo95!TNv1i~Pi1ppgqR<kslW<rd%GMa^PHLIQMtr_jo1e*n5T4gifVuspG
zNMXCpfM9cO76>f7S<P(p&43Yh;EZ-<8qR<qYjIXHHjb=jwkhX;$&yiFdCtHAV|01J
z;;(*by7!4U6F3(ljgH}s=-0y9CiwxRx$|8;3=Sjm>Tr1AE@@lYN`EddT~XJgBH>2f
zp_AB3o}UQ;S6?0$XDr(4`l0Y8g<5@ac#KAz)lp!Jf~@j~t0f4!@@0-iSUm@nhm*f!
z6<fteRx`v_ao0RCQn59GFBwIGD>yg3MM(h=#e_H}zqYaxgy9OG>}E9a0Q#&zR<@FL
zt@xymg2LqAdmI;mPZbqZxkdwPJUPaihUBMdgH%-Qc6MMZm2!+$0GqrCW~i0Foqvq@
zBr-gy+m5``V(gpd2l)2K%}<mk-(9LY`Go4!^U?B8rHh|x_$BgM0btmgbPS}b32*|G
zfO;n6msjbd47WQqg=M(i!FfaedIpYn>g#Ea4<gq;6)JS3u74QkrwMkcA(4(-TM|hv
zBsKcqkEeFXaNkRE{If@+q+xojQt1~D#y#)$S7we@LDb%$-|LTu2<@W!?@t00ZzmTv
zxaV~SsC7OZciHdbrGL({a|<ggT>8Ag+w1JYPr&b@-h3C1aj1vh4w@*Q4!deu)~tj3
zCPL|+pyoR&(D%HnLajXb<iT(rke8j(HwBL25e4_8)9re|*&89DBM59Es~k|GgQ)io
zW3=$E^R5P0D`bSHbhyn&I5v<LV503w@C+`1eUzOKQJlRj$Au>#99G6~R)NtMlqKJ^
zFi*ok44?Wgv11>F?!Ot5mmp&S?Gz{{GUfJE?47z@x?7ZzFVpx}%H>ZzJkH|&!CmQY
zNH-xtWl8zbc!1zU#qY~y*jO+kLm<No?gZ|j#JcclGdv)|2}1k>8oO}H^!CR?g!=&u
z-;sL}=%I0hMt3QHe2GZ7^a({pB1Wy%4L!`a{B?`GNiKcz3+e*9FOLESP|P2q5j(p`
zg&4NLhED~vuid{b5_uv*aO5Exa@av;61p8>6rmf$i-edYQMQm=F)^tKpY(9d)Q9tm
z3MqVqX{O*t+zzIn#15r@C?ZqbH~D~im+0<=%v}0}9VQdP1$iASKlKNp^aoZNaAE~*
z+{~**=?K?q9w!>a(7hM=m2X<RdQ1>=f<fXfr%M-0zlX(jz4S2NbWE;KDmo1ZKjDgv
z-&2a+pG9!<9;Mikg@#_jejy8+Csuo;$ZG;rzT7~2k~bYOavEm=CjZXS(r0cCuj(J*
zA*g`n=Y#LZdU}{3FIAu>AfNLOOzuhlD}L-a>Jdd8x7;KY>hm;%@)tLShh{fFn;TO&
zQ3v<XgTxS=LWTf#dOSnl-8{xPRQ&Qq%p+6D%Ye-9#jCAdaO*ss3;CjLj$N})5tV#f
z@z1$gcH@N2dd+X>r$wGJNDxn?M5wRiYiWAB*!|O+X%kOxeN704PD7mzc+m!w=X2@c
z)0m>4*MLI&z1p0t!*yP~r!S?fQO-Trx#xb5?zu7Rkk(f3z4vZ?{_p?YpMLsh|II&r
z{K;?s&wu>w-}x8*@W!eC;ZHl8f9D_m(cgUM|H)Q`d2y~i3Obw{Yyme|B^GnYGqv-a
z|0vNxS3E?VPj=B27VPteed3C@a=uIjIYbQ#Sl)I+QH5fB(1O9rt1OwT{!h;*JE|VS
zw0FLI-tuQXU$(tj^I7@OtC*cncaTP*>6Sj~fRp9?wmx)VJ6&#TANrW~K3rDtUs0nU
zx(KtM>R!<Hhh8G}FB$HXg>Z`fPxQ!b0~FAC?SKL}%N7U#Vo@=Jpuno+C5KT^floIK
zk}M}xixQsiy2*BZSDx?ZlU?7<qlfd!9_=QGmvoGA9wvf=X9JkXN2ViL;@Jpbq4m2+
zg=d0#TWlY1K0BZ6(F`gMx*>H>@MosvzSZUP$zJtS4<Ts8UD#6(`h$_-3OBW%I=nb<
z`B00wWdCHD_bc`jT%2RS)GPJaFRPV}*e|t-U*H*S!AQUB*iUf1j{O4f>)0=Fz>fWb
zMLhP49t<n_)@>~2FxZpTd^kQJwuu{Fmwf=C-LuJEd-7LJlnDyg?MX;Da8LfIsWZF7
znVYl&{<wocRqs*NyCed0myy3%Zx+-yxw?%6mY$h7aFUmi-}Y1~p;IcUx0GND;*Hgh
zayJAxck;U^f<5Li5apPOBSeTYK}oMg+!C@D(m{?;nXUWxFH?GuP80BZml3<tdvtFH
zI|t5rzUejkPs7&E7^*UqI1Fdj&p(6z{3r6~Wb`N|HpHRMV6>;`Omz2#vc?k-UZX?g
z2s2@~{?fYWBVpM$(b-gZq7ydZjlLrAQm%Zsrq^nhGX`ZtH+97NfTMNg%8t4gS^e;~
zEQv=y$XYaDjr3HiyDuxNL^c&k$K<?DOseVQJL%Ue(ZpSQX&BjJI_yS+!=NLZV+<tL
zCEuxdgiCJ1?I$<bum5>qq=_IIQkXo5omAkAa*#InEFP)~00cqqNjS`;!#6TLtH)28
z7pfp23Z#ktk!%Y-7<B|J%!bxY%uby123;oWH5r+l_av7+a8wdtxrM`IpKx>X@l1lh
z$h*__eMw4^U`@TfsGLUZM#-G>VsB9yl#b};7R*ia7x_Kw(tMWw{2@>nPMU{86FFM4
z{bdFp%_E{9e<t%uH?R~B&HS16lTpSTG_M_I#*+Lq^XJ!3piicAg$tybx+6dqd1wCq
zp>LHON6qy2N00GPa(Ap;GucyM2G>mO%aD-w{++$yUZaaxDFiN3Lf+NJW~*Hdcqy<_
z%Ikxc(qyi9ZKP9Q5_~urCx1>En!!@XVt|xSW>`8U*#xAHdm&y9hP*xAg_%3z50msk
z9F$yFMTJ{`wcTE3F!ebNn(!YkAAfAX((i4n7gKBk^x7p{{&qsx5Xk7L9{W_M|1jC>
zPh`8tYc8JkD9T^BwFOPehfm&W<U)uQrE@R_Mzoa`PEWo?qE{<a9&_<w;a|25moGEc
zeJ>b33cFn@IIyI?iv)n&^;?Dgb2%=&)XE)X@f(njS--~)V;2}ac7tBEu^KiT?e%(4
zt!{4A>a|9Fb-CJVthH-vs~c<UdV)F0{9AX_i)lp-T-o`OS^R^9HYB5Og*P~jROzE6
z5dIB8YU+KKF}}-9#%Ps0QG^AOX3E#(Si63E%tUnmV8HE(q@&#!>;0s$z8?2S>@QJD
zM6&%1Lh_Wy5iVG`_+b(<3|2u9oPvE_mBao5X(ti##o4ajj{RJ@-ye1u|GV+Vhq8b%
z56|lQ$lT}f?s2&6^&_P{z7o(xjsM*q`g!EJ-?DS8%Lk+6Jol+Hqy&Q}$NO?S6*Ou2
zX1PlHWN}a5klv*?-v)B^Q$;mt74=&y%@u|5A~jP^Q3QQe5#5X+uqwB`bub7=qi5L2
zt0?eN_Zu6V+>}O7+V6b-|I!S4kw3S6HfxvS%_*t%e{E0uQ4P;5m^IP<k7(`g4}4+m
zr`Zw@SDhaARqauh2S!g36ZEQym>glqdx;w_D)3i!#OM#`s6k^WGF$?J4-A}oL&1JF
z2rJi~b|MeeBE#gvc`1G5JIL&dT)Mv%+xtv+S`fLHPK#`riHN*dKb<yuMFJpzXeK&}
z<Ns(nMKHN@gjT6kL^_J$&fwv%QHVmP#4JWbUaZMtbYuHY<$8bIYu)Z4Is~R${cu!>
z5e1Qdm^ddy3yv3Bcr5R8-p^vZ$dC6&sT6>UnItn0#viASdJ|znGYy*yWd_jG=$X3E
zjORl6v()>&-9pq%r`-wl6Mdo43m{Ghr6dRYAtJzL+ZqZWP6vGub}0pK^cGP};0qv5
z-pNSkw)X;^$hX+=`EdRuRSN8PtwIuz6KOiwA(q^nNRz?78KIcO&B35Qo8;$2n!GEB
zvG0qg@R=5y{8%-5`Gwu1lb;PwoWtWGf|ra={5_>yhXFa$*QIMRtPin#LJkn#C*l;5
zGf)bvcMEkS_Pht7sDQ`|!~;W;xk@9)2O^rVPr;W_NyPCG=n-RxI8bcv<wV46@X>dH
z8|QmRNSpkd`B^u4TNY2mNzbLp(<{Iw@rs`3{ScNxho!a2x0m`zbF@zf85>}<muCP)
z8*lm|KCw%tgHCK_>7WyP&XF$T$qN)siZyr1U=xdDvM402V@fuoS55W93;$qsHfmS!
zPj8Z)aQN*=ybFIT-o)eNo?zH`!}optiW=~Y|4_JQsmrteL-JYGB?VsfA9lpE9og0u
z%n$J!$|;cB-zbE8Ub8=F`O<5cLEiBn?spKD-P`raQ)vK)D%31UXr*+!zB1@5^hRH}
z7RLKt@E;;Zo63U1i!AK644mU0Ezv&t@gVo#2v35#@Y-ws!(QKiil0SSHPTPSuj3xw
z!fp@c4q8461k-_nPrfURT0zhJ!K^kyfnO(NI4<IiRN~gM!BwNvV|dQ)4nQyNkz#;P
zlteZP;5$(|Z;+|+>EpO`gxM7X-ozB+eX`}NGZ#E$r=vPA4TCTnQa*-sxRb-i<Mh^v
zGp}?|#HKwRr8i$3BYQx8@(l)xukWcJUKxzxyyv$<IHjtexSmS1$HzOrplhCaN%N9P
zGdIn$Se+>iO4ZV^v|D<u^ajH7U(6pLvra_gp7r4;+&|Fk%mts4H}H?2`S*^9UZHKk
z<rG>llqITkWD0G)SEMWU^U?eBQqP}u10S_@mB`G!rc0`qK=o2YHP4LG^_ex_>AJ-_
zmZ$~M^|vBjZw&fD3ogujkTLffFKHJVAE%vX$?3f%yhSdY-do&aiCPf7e?8KB)K1-J
zpP#wcc}cg>d6RCQ9jEV>&=$FH`fhQHC2B$R{S8Ck$-Jd2OU}K<OUk9jTa@z*Ii0rz
zx5$Old5c>tQ46B;7fhW;aN@Cfu$P1@l{X0I`EeR=iEWV!r|}lISfUn0<6pBh{;|5%
zx!>X?*{ttOHqVXIc1vW7TsUpFxWy8+Alh#1@2$>boFN|<eK+=Zi*TMFr}3897P)X5
zZ*hwyYC$yKIGJnpkImz}aWWTC%`@Y4-4fU$7f#nLZm~oyh^`wJyVkQI<<?VoJNJ+C
zhQ-dNoM*`Cyd}6rE}YI=++vAZ5S=$p<6F<h2gge5jnnuz?L13P?=9gia^dve;ucHP
zg6RFl$ZoeA_QFBX?fmxGZ1<9QVZECmp6AJFz9qgzE}Z6D++vAZ5Y0C%_MQGHP`5hw
zkNAeg-XNRj#%a4HvPCYOwp-j{iCPeCH{R*HedNj3ITGex;f;5Cn{u8Zr}LKJ7P)Xb
zZ*hwyYC&|~u-WhHJbZJn?}p7jqMB#M>AEGbMJ}AKTijxaT0mVNch#L9D_z%A^UOG1
zw*<Dxh0}G5TP#tFr|T#;bPRPpqMB#M>AEGbMJ}AKTijxaT0C7p2#$@Lo$(AGQOz^s
zblnozA{S2AEpD+yEr_lgUbV>gGd@0UH-=ZOML5ro(|Aj4i(EL3x46X;wICXASmg&Y
zeXY9NxqovvtnxPHJVQ?BEx|2v;dI{O7E9D3>O2zK4v&qyjivJ@<vc@9=Pki4a^ZB|
z;ucHPg6O>QWIqhMVe{A+?TjaTi*TMFr}3897P)X5Z*hwyYC$yK$Z~b8eCdrWS0>#&
zJ5Jv%p)GRZ^xfhXOVonsyWwjy95>XR&iz}wVW*F%=9zK2ZV7CW3#aQAw^*VUMA!M=
z__j_B55gvXr0R^(A1lB4Th#jEzA-(>;H?wxo>JtzGg;7PCxUw2s9$6Je3rgb9TA0O
zmUZJrvEzm3vwuU~`ROme>2;`(!b_zy1~YiFO69M|o#vyhy|DQxBPn|$7>cSCr%SHN
z1-STqC&hn_RLXBtExafF!6R88<Qx?n!T(Q`%1IM@(eC5#jUflJ=PC3#DSDnx>iL6M
z&+kY=nj|5$sQ=69{hv<?e}hu%>xqf_TvjtKE*lkyAA)^L55ge|zBc!kuHCqHe`m?4
z7`9X?+0}fso@k^ep-J+uX5g(fgGSI@8jeuPc8LlstGdgzu(r8$5HueJyJ4l(;I4O#
zuG2_rp~{Zm3!e-}&$=PwYBh{e6g`eI6iXK6ikBSEq)hzI$eF4scEZ+P!35U1lTb^g
zDeoKVSHaKYgQZ5NM;fI7&X5WpJmQ)_*#*2+SAth+udvMi@rFsDSXvaWw<j8ia@A<g
zwpx(7oyJmP{d!b=$I2wjnq?Lk=bKob961|#I>qRx8gC~e4WEY1qEs`P>hqgK#6^+%
zs@D1vYNK_>Ek01YHHmz<hy2q;(Z^{1RT|n>e^z$<Fb(B?z(R9B4P=H<m-a^c{IveO
z@Fr+LI1+km@6~+u(g|JD>Qn`Re*F8X==T%;iMMzzBn-c|@UQfV2cA<X#b&>ZnE>hE
z&5DOijVLr#DxEI9ji)hV*?N<nwf)sfZMlN~`5VE;G9%^^a`Z6&vfb-qD+~{Y;dg$u
zvL^biuWs;SR?>y#WLY_DxOaC4!_mlJu2id{-&&&`thef{pe0>qE@9Aj_J(_nt{$?s
z+SqKhs{xZs<>!cPr|5}^*<LEWhM)afWu;Q}>&*?;sZv5YI_h;295OopV9-Kg!e(#O
z8w^2ot+I-RY`NZOu59qIcBwid`>ajC`v-#&3JMN-qXB4N2OX=;^<c9e))@so-<ME;
z?=1ZgQT_&g_Q9uhKWsEt*Vk98++m`y9o_f4=xR*t2cr<>6$6x4+zW<}!Y(nPRufEL
zZMXF#i>GJm{*q1g>r@aAU8<lrtcI&RbYdku$+@>p;(yeOv#z%6udlV%o7INq9SdhE
zLkji4St7?k)5MG6ric=QrN|C9=a3Etoh}3nnLg_bk#lAlJZ&bqJ=aVzaLOl7Wcoa2
ztr$~gEqk((=V<!WOr4R`iO9$Q6t-t_n|1%=tOq4urn)f;G8To`v&aKl)$&M<Y1`pO
z4ITf&rAL!{yBgjRzrae(&5P=1SHrs(bSuIZYt?~vHM~)E7@VO3*{+7SRF)izQKW3&
z%QseMSHs)Y@XjZ2{EXyE{tAAv0v+Ay#`8T0a5cQOn7bO@f)&m?LQ4dFIeLY*-YYDl
zjy2x%(R;%aDyoLf&JfYfS}b^R7tDOa6Dp#b8)xxoaJnug)#<t=+bmH>w|T!%T{p6Z
z$LnCvy~Z0^!{fB`EIGZmgty3r(|e0sEKv)h_eOMsSqppab>4_>FzM#mar$lvZIKJ7
z?-sXMq83EojXVWSs}lCyYrGM&Y*WrN<aFK=+#(lF=PhorL@kKU8!^kxzEKK$?p5B1
zS+)r0`EeR=iEWV!r|}lISfUn0<Bf_SP#i9XJ@@)<R0J`|=DBg&Zi#G>3#aWCw^*VU
zMB9!1-71AW_xf(^?-t=aKThK<u`P1pG~VJCOVomBym2xYRl}ZpbvI7tBC2_2oUU5}
zTjav&y2UM)s0Gn=!(wMw!k&A5H!OBG<vc@9=Pki4a^ZB|;ucHPg6O<)8XvENJ@;B~
zoW{p#=UH-kZwYUa3#a!Mw^*VUMDJY<Z#YrvIaM?5{O<%KoaQgG<{K7!qZszwZ}x`8
z-XNPb*zNO{$QHS9+HP@+C2B$TdE=elu7o}J3U9pA+m!PRIi0rzx5$Old5c>tQ46B;
zhRr^zhCTQCZrJQ2s(EIdu3G|I<ihE?#VwYo1=Mw24f|N>x~7_E#_75xuthGMu3Ow<
ziCR2ekE&rGCtZ)I=9zK2ZV7CW3#aQAw^*VUPuHVr*vCoNBdU33oUU5}Tjav&y2UM)
zs0Gn=!>iURg+2G`Zg|yNg!BA3jkm<M$c58*i(4#F3!?FcRo<?IJ@+baSmkZXd4`<M
zTY_8U!s)!lEtaT7)OoWK_VLnrlX9LRr}LKJ7P)XbZ*hwyYC&|~c(S)jVb8tF8&CEY
z;XFT1<1Mi*a^W=I;ucHPf@r*v<;tvuJ@*Q4WVtfw=Gk%jZV7FX3#acEw^*VUMBfcx
zo2VN0+-tkxYZFn;GvjpK64)XaPS-7Nu|zG1uJgU|ZMhoWu7)?uMA1)I!&`DJp)_E6
z@_D=bUpkzt;azeyyi2Zzx2rBL78$d4va87cLaNxSnqt4(HN1Z_S&lio%ywoCZ-25h
zB|n55uX^6Wb7PCE?fulJYWJI!DvCg-mxXt=y;*bY&l9K%F8*FIbS+xL%wH9tWdLv$
zz+DA!lzBHRfLoP!bnRa@D3nS+$|^>zWUTZ;%ZRgtyE5WD9i>ug^=b{0uZ*<@&m{&7
zol^Xon@gEhur*Zn7oK%jbG*H*IF)CPQl=(zMtCv!G;1kP4}VX)fghEgE8as-IuDw>
zK54L&FRnKEv+_>Z8}<j@twC_G=RF9Y3_7E5Scx+Xd}dacTy65bQRQ}TBr9;c+T^9u
z&!iAN=<J%Daka@KEpoNVBVHWoH!hfc#(x+-9Ss77{H*^_lt3D(>sS4UomSWzbw-_V
zsDAq)e(MobHynljAZ+#rEq{E_3a|hwkazrt`<>yi)7$mKrw9GP$nU~7nb5k|-w*x$
zerw!K>f70$=zGC`cn}OmouKQtJ7KqF;2ihH!?5L#o*jh#K`^3qhFf3rANKnGQ~WHt
zDk^^>ejWGd7Iu3b>ii@a^oZ(qH`wLQ3VP-bX0@wLE?B7d!y`Mjc|J9YdA?n3a^^(I
z<x3Q-;Flw((9cPst+$f&W8dea_lAd8^s057JiH>Rd8u_CUU~^D`o-zG#W9ws1@Z7Q
zvZ2T8d(XYb8`;p~wDT-Ey|;w7$c58;i(4#F3!?W%)P`B(d+v4Kh}tme=Gk%jZV7FX
z3#acEw^*VUMBk143wDL?xz~6j|AI|9&ydr3OK^)^IGwk+#S*n3I&Z{cTP42dUgeEg
zY>RN7AE)t_*cQ2P8gFrnC2B!5-l%k96#1TeeK#td7-aL@IBmB?w#bFkc8gmqQ46B&
z#{O=V_?~-xH}-dnaGoEh@s`*Yxo{e9af>BtK{VbtnTx7?&%L@!s+ZupxfD^&GvjpK
z64)XaPS-7Nu|zG1t{WCRyTbR}>$_pGvnl5payoAbZjlS8^A@*Qq83Ewjnnveeeb!~
zdgC-cPCL(%(|b#Ji(ELpx46X;wIF)$YLmO#<d%FJ7f$mHW*EU_N9H{LLVaxwi@j0g
zd+s-T!(wlc&8xE8=Pi*fa^bYy;ucHPg6#9gJH1`ud+rt9c&E21=NWQ3ZwYRZ3#aoI
zw^*VUMCT2geN^Rp?)BZU*+*3K%s5@Q1h&Y9({+nmEKv)n>$=MKvC?%-HP4LGbxUB2
zTsU2~xWy8+c)A`{`94m%9#PFR<8<8;*diBB*DY?bL@l1KM^(O$ldeZp^UOG1w*<Dx
zh0}G5TP#rvqU(lNtySWC?$zD!s<jB``EeR=iEWV!r|}lISfUn0;|;64UEzD~Ro<}5
z+m!PRIi0rzx5$Old5c>tQH!YaW`*zLrSm4`JVQ?BEx|2v;dI{O7E9EE=)Cb{Z<Y9-
zdzCky>@C81ew@ZzVq4_GX}rZPmZ$~Mcq7Y|S>t=|72e2lWzx;F<MiDU+9DTD-z{#j
zL@kKE8@@JCmG8ONcEi^uqMB#M>AEGbMJ}AKTijxaS`c05d*j=3waHy=a+ZmrpRP8!
z<d~~Xz8^m64<7k@<6dWUMkL-ph5A(|Q5N$=>9iqMyy}#GfSNBOzdZ<4&+o>a=A-6b
z*nCur`n%fXt~Png)g~AE<7$(K{iRAXXawD*;mFk{uNtfBY+v7)D5tIPygkvd)adk7
z<6oR?JbZ0(yF4Y|&he^F-h7UXarMbveex0>rcRa4mtKkrgR-Jb{nYiz4NDKI{X`YY
z?cWtX%Mjpdl)D<`u15JV{LZgd)+)<j#ro<-Gp>2>?hb~dk-uE2Rt3yjqaCcb>Ww(u
zJA1>uMpvV%tu{7W?P?GQdu@Nz^=p-tO4YA7H?#mU*bfFRRM2epM!mrhW7aCGel1+C
zH<~LO48ou99}Gq)a5?CW1{if62v?iy!Dc<IGX#IS8s(+Z#a0*|q|Eh{DbAkR<O!WV
zk5i{Fb=L9~lz-ke%9nH2D32GUnzbJbv)(JMY$arsplwuJBQ$vIi>p`e>XoBdd#uj3
zs6Z|&a94IvG`OXt#!IZq?dp}gdgZEg{Wqgdw{m|FVkeF*G<g=Ic$epV&5Ps7;ea1=
z_@`M8SD!Prspz?gwyRg}>Xnm_oWvt_dS&4GKFN7Lb&FYbT)lGUgsWFBIbj)q=veM_
z>2+#>C5oSnB_MAMr8DZqDP6<P?hZOb?0}&><`Y8z-w9Z@qCbuA>|QY33mV-p9pQ0S
zXzQ&c{T82(-Y44pj+57yt5-h!%)b|D&7r<IUANe$SD?knmuh54kDFNLUgM1n>2cb5
zmS%Y&Ia3;xs-<CRxAa=+jS{~mSVHhUTwv=Hf9L$s-XIKG+L&<GAB=|mgV9g{T=1WC
zMtl6D(|aSO@q9nDztBD2h~zNqe$Tzm8<89)-A>=tYB2kU+vhFbu|zG1cejy~!LIr}
z_Zn~HWUwjc8FG8PCAdW{oX%U^Vu@N1oj2mMt+L;9ukuEGwnaG4kJETdY>QktjkmbP
z615;2Z&W`q3V+YNz8lp~46=D{oVHscTjauNyTvV*s0Gn>V}G~Ge$TzW8~eLOIM0vM
zcuQ=HTsV!lxWy8+AR2F+%te*I=U&|<)vjK-G}}81y|d5{hUsVeynY!LJG<)l-0Qnx
zv9l@X)!6OtJjsPW-TrQ|j3sJ8_IKknK3?;C?zP@HjgQmLv*h&N65b*gPVX&lu|zG1
z-n)9`cqY_ys%F~x;Rr@J&0l2AH!Su>;qSTM><x>(K{ji!+vhEjEpp+s-QpHY)Pn5u
z#yh=T^?U9W-gu|CDd!n-I&TSXkqf8u7PnZU7DVR_n|)OId+zn!u-Qjc^UOG1w*<Dx
zh0}G5TP#rvsO!4&_p#D-O*PMq({)Q=i(EKex46X;wRpN7RsKFsx*k!@GvjpK64)Xa
zPS-7Nu|zGNu1A%>kCU!PRP)R@UAF|b$c58&i(4#F3!>|WSFKg{d+ycU@T#>4=lO9O
zZ;5S@3#aiGw^*VUMB@#syj}Hs?p5Bf%G;Fl3^|>*1h>eA(|L<qEK!T7^JdlW<E8T^
z<vc@9=Pki4a^ZB|;ucHPg6O>QWN(%Io_m!yp6o5cd48P6TVh+}!fCw4EtaSS(Rd@v
zm09<D?iJq1a%IxZv*YyL651jcPTwtVu|zG1z8k(aQRVNs*LK6#CZd{W#_75xuthGM
zu3Ow<iCPd{=X>MZa`nnxy>ga`qMxo_x#ZYFB+Pxyt{^VU37n(a1frZk*$@t1J4zSr
zKCWK*QWsT~AEI>o(t~gq27~6_(zP4c?(ZxarL2}Jv7kN8PR-(zD5oa>YLiuPUr@DX
zNspt9>z6ILO6pQ1erGDFs{)5nm0zW!_+WKCxx3d?zrJs3E`A;#P}T3H2;dC9`Uj78
z75vg9JOGw9D^*lK<*o$p%b%jbXZ$u>z4E{$Q<jfEntJ8&S_FJo$E#|2=ee`T)h>6n
z%a5dXxsf$R>t3|BCABJ*v<w8Uj=3%)o$wk!IlE4x%$HFbcY1N+()j~X)AC@@>7mjk
z?Jj3&hl!pOr<N}k#)?wuRdmE()G@WJap}S++&}0BqtHi*ut#CHOV9o9qN|Z$B46#}
zl2xIDMi;e#BO>w?M=psPT|~o6_N~7@3ZITp!@G)-+hH|a<!$2PxYr-FLb&kxNQOHK
zI=yg!S}(-@w@nWGs24BtT|?>dwbpvG+R#<LS;9+iHiBX3uU2X(P>vGi8^Ojh56GWc
zwXGSZG^NP3hRd#Yt-+GZUhC!@BF3=OC5a)^MTa4BiU)(|5(5TKn|5x`HLVPs^2xKF
zKIvI=J!OisXEu34r_bZm=}Vope3O-Dj#8#3b4GYExSX?&xmmPkmOgsMdEn$VN`s|*
z;VO;Ey-%D2_LIhH8?8HM?%dwGd2jn>3f@_NUb;3O_4l!8x4d76gHF5C3`U)P&+E5U
z?QHMXAUN3b9)wQ@9oTBrI1dbKgx48*LC*^$qE6Er_4{3Kv=@xLCVp>(-gpS~qrL~H
zsZQI~FX#9F%5B=5dqKD2>X!?-`k5hB5p!;A->KYgg}o7^lb&U!fZh)V!F~wFvaF_K
zeGqnoM%cX@94M?Gq!O^b7aZ_o+E3D<p5eLSsX~?xCNzx;jwgeO!sIsxgFfGIaw&UP
zzg#i<d;H+Sgsy(Mt6xrHcbv-|Kc70rtc<RHIdj6*FPEI)7o=14R_yAR^Si`?c!n5W
zU{NLT<KzVvQOz^syukDlR`iS0b&F#xQ46B$8P@%|*LWjix<0p1bH%gd^xhKQA{S2Y
zEpD+yEr{M5ksYQ<b?$ZEi0m-w=Gk%jZV7FX3#acEw^*VUMBj}Z4R#gqxz~6jM}ti{
z&ydr3OK^)^IGwk+#S*n3I&Z{lTV=rKUgeE=ZHsW8AE)t_*cQ2P8gFrnC2B!5-l&FR
z6at@neK)G17-aL@IBmB?w#bFkc8gmqQ46B&#{O=V0iSz)H}-dnaGoEh@s`*Yxo{e9
zaf>BtK{VbtnRE5aho#-pYo#|z?8swH{P%EyXjt)g&L8a!!k`tl)DLI<fh<+7t}pmc
zI-@=Q(bX@HykScTkrGyX194F6upJGN4tH|cc%0rk5#NvwYI*mjgFPSb8^dB}R{@{<
z?cK20*_884y8T_P48=d({%-M%C2B$TcjGiZUITpYwca?5kJHYx<n-PW-Xa%H?=5bz
zL@kKkyZYsL%+qtKX4=&+7mRS4zsQ<zSnQ2L;B&v(8y0(mY}R16&s!o}<icsY#VwYo
z1=;6~cY3=D_}nYJ@lJ13&NJk6-V)p*7f$CbZm~oyh|U`}`=}E5-0QoMQ#qoVXU6He
zC9p*<oUU8kVu@NnUDuVskCm=#s(EIdu3G|I<ihE?#VwYo#nbhu68Le_^@wVo8K>)(
zz!tf1x^8icC2H|>J*otLoOC^+nrFu8x+SnhE}X7g++vAZ5M4LCYOONhbFc1(SFJ@j
z&yUl1OKgi=IE}Zs#S*n38gE$T?JD4Nukwaf-lm*q$mzT#xJ53U&Rg7KiCRRRH>-dj
zFP%3j=NWQ3ZwYRZ3#aoIw^*VUMCXksd#eoi+^f9tWN#79^W!w$65ApdPU9_Zu|zG1
z#v56#%sSw6ukc2eE0b=X9jEV>&=$FH`fhQHC2B$R-SD-EDuK_vwi~`S5!F01PS-7g
zEpp*>-QpHY)Pm?b-y7eSt6%Qwm$OV1{dD!qCC3&b9N*P1PZ$3amGm~*a@nX`>*|-Q
z63c!qtZgnG1kFdmZdhqGkPAZm{mxXpmbdF_zH`mD<6ZOJ)h~xU|DmzaRgSWLxtW(-
z>P@M1ylR(+&y_W<Zn>*lj_RnTQ>F8wAT;Yp-p>=9c+0Tv3Z08;md9HZYRe$t>XmaL
z%%m(_ly=M2D|hwErxdf+I-6b9T7xB*x7N+m>s)KlsRge!WNPJW4Uw+|wg%5r3tI!H
z6vfu<nbom1RQ4BM*Id2w_Ojwso;gaHn#>ttYhz^;_V6;`4?4ShBY(M4tt?lT{Z8+o
z8#F_IFz$v!|7kby?UEI<_0p5igIjqCX{8qHlm<)r;%b(=n&tfd8kOaCHOqy%q*oVr
zHOpPia$a~-R@U$BXHIqOYL>g2<s@{jW_g<GxtisgGcJ#!U<JP<xtisI9ePV!jBM$K
z=T}ty`#5=iMO5?5IL|M=gcbebblu_@OVomRei>QP<8{C1UgM1{>2cb5mYm*O!dv9R
z>Al4*mZ$~M`;=3?xz~9kn#1%B;MsBdZV7FX3#acEw^*VUMBk0P4E8a~+-tm%m%*l-
zXUOTiCAdW{oX%U^Vu@N1oi}2%t<v9fukuEWwnaG4kJETdY>QktjkmbP615;2Z&W}r
zihs|&z8e)#46=D{oVHscTjauNyTvV*s0Gn>V}G|wf6u+X8~eLOIM0vMcuQ=HTsV!l
zxWy8+AR2F+%(<H7u4cIsb$1Fc7_nfwZdmN>%HMOpy&D!gn{u8Zx4&DPRFMm}zgyg5
ziCU2T-8hYp*ZrP*tv62N<FxZEIlZ@px5$Oldy88vQ46B?u4cKbS#HU<ap5%IU<L)~
zslUbWwKXjEM)B{t-|P*Gy+Jn5joas0NDF^DZMRs)615=vyzx$NSN@)Rg*V>mZOVCu
zoX%T<Tjav&yu~e+s0Gn^!)6~<|DJn&msBqy?ZQ$-HP4LGbxUB2TsU2~xWy8+fV!@$
ze;+Gd*HrV&I9;~{w#bFkb&FdpQH!VRQT6ZRr0WsYJTp$$ErBg^;dI^N7E9FP>3UTC
z`#9-(L^aQh({)Q=i(EKex46X;wII4~c-2~^zvo`v4X;{@aGoEh@s`*Yxo{e9af>Bt
zK{Vd5%G;H{=U(LvtGrD)&ydr3OK^)^IGwk+#S*oMI&W6~K3+O+QqD8vblwu&A{S2Q
zEpD+yEr`w=Pxe;n@3~ib<H_D4oae`Byd}0pE}X_&++vAZ5REsoT$#1M=U(BBELSGo
zJUdR`Euk%P;q=|&7E9EE=)2)-6IK77du=y-Z6d09W}L2D0$b$5>AJ-&mZ$~Mb-p*g
zEmyPL)huV3DEjGYmP?Mgn&tc9lm6h5zc=o6MrTl(`UFaAqIx6BWS%IUHpGfoozf3R
z;c(=)2Z8GO-MG_y)Z7c3k7`l>m(%;78ih|sVju&16y<br-0KfoArACV{;W3&I=yf(
zOb0h{Bz<=^%d3hluKqUHFFW4#x8-!Y*(@@fu4Xx;=G*61n7hA!5DaudV71;Hud3y{
z&zU){Zn>*lek66v4c`rw9XzUBKG~*p(J~CU+U0twN_hOI=U!L4+|@33waaxmY_*7#
zN_pyHYv7au*}6TmQnrT5{=(~;t6i=qE6*IIOikvD@cX}?yLNf68I08Q&D2RxJrC_F
zm-hz`sARm?8G1p_3&x}VelY4Zy-~m4^+tQa$ZO*FM(B-)VGF-{aF^<|UFC9qS9F!j
zZ*1SG+<ba4P|D>hm*4J<!a*<SR=yc^x|N%QL7#c!Dwp%Zt5@O|^u<*!FO`1cKkW5=
zSGk--&{Zx^Q$$y}Tyw@%E*GreS0tA+U9dxMX^W9f(eVF@YJeXn|F4K@o*C!=rI)ax
zU!1O69Ak-E5dSYDS9-kq_uOl|kt;n;JI|8SdrNqWTsXbAxWy8+AbM}abeI*u=U(TH
zm=2R}o*k#}me3ZtaQbd>izRA7^gZ<yf9^Hj$j;y@mk;{~qv2=%Jxf$)zi>Kl@ovF%
z-iXw;3V_eO${Uf|7U4WUZkM;jw#bFkc#B&sQ46xm8+A~O65w;M??xRIgKVA~r|p)=
z7P)ZRZgGnxYC*K!*x#)J;B&9<#{O;*&hz6m-V)m)7f$0XZm~oyh{hWybFOl^t6Z)`
z-JQY<Ml6`F8x}je{`cH(?}o+BrkrQU?eEqmRpi3$?-sXMq84O-H%{Z@)xYOn>y6X+
zIPE-3PVX(@Epp-X-r^QZ)Pm@}t6Yu<Sv{v}rk$^?V1(2BMb>=7VsDfHpZm?;u-F@9
zvj)3;-V)g&7f#zPZm~oy$Ubkp)7$mG=U(BBcY2$0o*}36mf#k-a5`^sizRA7bl$Mp
zM>W9bUf+#u$`RE(Gfvknfh}_3blu_>OVk4Dx~>6!taM#d%`@Y4-4fU$7f#nLZm~oy
zo~}nVz>kxzM^y97I9;~{w#bFkb&FdpQH!VRQ4R3pr0WsYJTp$$ErBg^;dI^N7E9EE
z=(^!mYZU;Wdv!OwYAwQfew@ZzVq4_GX}rZPmZ$~Mc*81h*Z-b-l{c*NHsw4+PUkJb
zEpp*>-r^QZ)FSG<S^xWZ>AXof&ydr3OK^)^IGwk+#S*n3I&VDLTLr-9UgeD^dy8<M
zAE)t_*cQ2P8gFrnC2B!5-pF!gRsf%Sg*UQXnRN5)IDNN-w#bFkcZ*vrQ46B)hObRj
z1AOka-SD-EsOFh*x^4+<kqf8m7PnZU7DU(i-uSj$<#JcKoMocur>k5pIhIhmFuh9l
z|Igmr#L97GYhrmts!3jn`e{+plUh$*qkgZ|-A`F{>+=4#yW65DzHZK=)HKO%V$d^B
zomCZeD~ENnN|{;Yy=}~5U;~C1wikvCZ*07UJqEn;Y7E$b;f)uD0mHDp7?16h4R~S0
zJKGqqd?GVW<~doFbt|rTsjTR8yTz)=jEp*Y&i6$`MnuMUeHyDYJ)Op(R=cUs_o6q&
ze~oL2=lbE-v`%KGAHGSzfpv#>gI^=c<(;vbbRL6<d*^{lR1o(^om-#Zy8o#2NJS`o
z)oE8=+AG{yxL6dW3ug^NP`HoOvm`wotIjm&KM9W1pw~GX_5H(kcdIR$>T>`SpXE&Y
zf(S{UMamU?Cd%dD*1sk`ZTEv-Fz$@QUgzXs@2kBXf0C>wE$xTVbR6`RAJ4`r@lVEq
z&$cYZnsB{@%ZC^18__La4P2d3dOS7=x<4P1WE8}zGnn*kK}*Yhd%j$i_VthQ)*MqW
zZJ=<TcexF(0^;$@<?#)F<1NH}p64<q$tQHiE_>HKEedV>w*l8?e`H1{XI&{<K6lDo
z!UhFIwOmxo+gtw5uuwYo7V80*7+pmQ*}I&o6Obv^y<hfRRHKpX-Izs_c%Wd}o^CzT
zAdFO;<f8F!Qz9-EQ#Jti5aC|EfHh|IZVZ%~ChBXy+um(&fh+cR4l?o=IpB+^mY48A
zzpMlU%v=|CJik&{F>}o)M!i1h%VK>-h~F6{qu#gx$@Wg~a4_r!#+28N)3LwZzS-{j
zd;J5fQQnUSF~B)Wqd4)m+S~0Ne_L(s_4+pt%ysWg<81sON@FN`A1>eN?+1r_YR_bN
zGwD6`yKu@^z5dSr{tiAOeVD3a=ys*b9|g%1HP%1By`2G=aCwy&)r4kgM6fdWi`7-j
zpPD;5$0g><vKm-iLlxO-zI?|VUwrk(HMprutSQF3ymIgE?K@vSyi-%|c@KAP<wD~i
zDgIlnCmw>ZdpL<&lcAAFZv8S2rlZya^(+oybjJM712X;~ishMbdyW2hHckUV)W&f?
zB#x`O;&iG8Cih~Q>f4i8wX<lQntUHGELH1)e>Ry#gS*iX8nvj8b;3ur*>6vxL8t*>
z3jUxrClqe-{Aq2TJ5Pi0*_lMKyco(W5h04@1~|pX+{R?ZnHT&8AH1&kkD+@RWAl5}
zf1C*;A=6*=ABO`Kr9h{m+Wa0Ii*&BBf<`k|eduobv*`euP^?+s@gE<DNfJg!zB-vs
z;?y6*h~<K_qsg)Ik0%2?;9)#Kt__dpu6@IQJPqPB495O2RO11;Y8K5B==8!Yg7T+9
z3iAjNo_#ITCO?70*`?-}M6tYVq(!m3j)0<AUU)`!QOsO{k4Lgsdgc!7+&i)sgsl52
zwZGSC-B)QfMn=|s6;+t+7vVbd7$V9Mu9H2|tE%6PXFS;>y=pr~NqEn|Ym*S(GjAcH
z9N|5AmxC&QH=gt4T@GqDMo0M0Kx>l_zB6wjq8#Bn*_DCoem9=+WLE}mIYvl0&wy)_
z5Y97iA)*}NeBGj*##5fWq0N^6VSI$~47N52VLbB|BFYiQ6a5n)4la{uJl~1_2{9XE
zBW!1owMhuunYR#8j<B7y?@ai+@q8!kJ2M>PBaCOTwMhu$nYR#8jxe6g%!y*TD3%+j
z%Pf562*<ciM(numcjKFPGGfOq#|TOL&KfD3gtYI>TZkw}+IKP=Use5XJnPA9eARZ0
zlJK5^*CrvnXWl|YIl_BUEQc4eikO;6%Uava5yE_znNLRSiS&2l8+$ThPs~OJOFPdX
zYm*SRGjAcH9BJptGd<V+Zam@1Gd;H)BP5(>z_m#T=b5(<QI2q)jM<mk-;L*cZgmHC
z;OdlCV`PNu46rr{;X3mcBFaIo7uw%z#r48!jEr!d0oEoVTxZ@wM7hWHQu}+IxL#U~
zkrA#lz}h5)>&#n-DEGKtYJaa2*GsE0GQxERSet}!op}op<p|fws#+%e-FUi_Rkh4;
zjE^v$!PX`rjA!0LL^;BEGAhq?zZ*|^GAhq4#|R1M8E|b9!g=N`M3jr1r@G(k#d&Hu
zMo2i%fNPTw&NFWzq8#Bo>De>k@5WP}^z5187$0FggRM<M7|*<gh;oGSWS1+d{M~rM
zlU=T;-54F=I|HpvLio<Sg@|&5?_{k_sr}t}wv)9srPUZ2;W`7XO+vWNyoHEzgzI>3
zcw3@aE{f%d3ENLmEYCeAisi@Z8OU^tV!0@mE21S1T6^1vs50Ij^gxC(`+Lqx(s`kx
z@-8axTFw6Aa3+f7z_h<RFV+0q6w7hv#hlQdw_bYXgNyWxsFjOaIcTGPbG35v=Cs~4
zwA3oEoG=_@g8`ycjvAugf-Zk9mHl$5k?VP9%MW|kr?JWeh{Fhk2R)GLzRKmg&lD)m
z1|~dE+`g(~hR^k$S1VlXy-`&z*0Q_r!lh(0iPhANMX6kr%9n^=V?*w(qJmvyu93qo
z&M(!)E^;mZg7umxl^3$|tHh`#G)p6bHIkoZYS4Zh9*t5EWAA2C>0tyK>V1%d)k>~D
zyg2K#y=~8RQ4xCl>BV~EMYftRqE>#onX6k@WYF7Hhk>8b)!q$r@)aVCZ4P}%4wYih
znV|QrlMpp`7t48Px$cFL3gYk&nM%7UbcsrM{&ObZPwIa>Khw@XM6G;@q`9b-i(2`4
zrdACHU-*Zpm3yA3m6wf^sFl}IP}Ir`&&UpnnJe%SN%l$4+);FJFD1RFFq2iJ`PsR#
zmHMpgsiZ#J<y4)d^`~#lqDeeZ@b01y1A1uyUF0~a&yFZ3Yraa|?{!-9Ra%XaI8Vn!
zxGr3e>)GN4*UA3qRmJbdGoI{^UbS6#kCpkkKc$Ulu0upQveuKl$3a!U8_#+29tX7>
zqa*D+1FcO$_|CkAh;oGQWJd<B`Q3QNlN}kj<rpF1JOi#xLO9R7g@|&5^W^Ppc>M1N
zskzz4Q=Yt?%?!u*2;&)SZ4$zG<}E~&BaC0XP_OZPC)y`^;h~8T#zxrAAZwElwli-b
zq8wp6Y2VqxsK)c1wC~JtjE^v$!PX`rjA!0LL^;BEGBYP?<)T(@pf0oUnIjzIIvKI!
zn%|9Y-pPm^w;UrR?K^9vY!cGGGjAcH9BJRlY<yMmyYZ|iv+-5iF-pRF240(l@Sb@K
z5#<Q)MXekbO%^dVk(Tv$nInYxE;FBu*b~|B#y9q4#GaUq43>7DLDnWAY-ip=L^;yV
zlV^Ia`Q3QJlV^HvIYvl0&wy)_5Y97iA)*}NJQ=eub-x?W_uOhxD^HWjG);c)f5{+v
z{)BLy`Oaak7rNhT#r48!jEuDF46rr{;X3mcBFepXz100)C$5)PV`PNu46rr{;X3mc
zBFa6km%88U#P!l@jEr!d0oEoVTxZ@wL^;BBvZ|Jeem9=(WK}IQ9OEO5XRx(N2;-Tz
z5K)dWo{Y+K&F{ujo{Y+K%P~U2c?MjYgm9jD3lZfa=c(rRdU2jwju8^hGvL}Jg!9Z>
zh$u%mPkQ!D^t<ttCp~*+IL1d9&tPkl5XLiaA)*{%JlW-ns(v?~@MM=OYBxql_|8CU
zlMuc$Zy}-_;X7GtQ|f*<p6z6<O=&eoM!3!ZYm*SJGjAcH9N{|N8{U?vm5W+AV#4-Q
z)XH;@Es!p(-vFD-6V~T@(HmvImZ~K6hjEZAk6+0wyQUQ~;r|=nCIJW59o`Loji{B2
zTDho|AC3C{VY>@*e1<Zjqwa=|x~P={p#S=!G`ZQ9X4u%QmtOhsVtpfu<)T>rTolX6
zj84wFQnP&Slwl$p6cE*NQ7vz8`8&fx=~z_DMYUX1%l+NnFxVgL^-QJt&L|o6#(uZG
zn+bDo@AM7_!){>CzIL3B{q6S6cGutQA7G90emsalcP>h!H~~rT?e>npt+w`h{hJ5o
zy7#7Wnx0PMD2<`$eYkw5zaJd#sXde7O_0;`yKu@^z5dSr{tiBfe3+_Z&<0PHKUxy3
zi&icFNxGtH`2=^~x4*)8qSO>*%7FUtOYmPYj!|T<d=b5J(JRMi*NVJ4Dx9BA)xe-;
ziEjFDRU8gaO}@o)?4Lip*ZyoWiw1Y2A!tuVeXJ2a%75xXcr;2&BXsuLlV}j8;UqEz
ze^8qfa+^F$q{yEJ<Fhk~Ub*O%pJ#H_AnS#Hh+etql>_LCre5^Q>nJFC<%MTt55>$C
zY|uwf2)^vSu1~;(Aoh%Nmlf=~GEi!osITj%HLo7UVWQGh<r9qAPh=B}*Yl#Xe~a?2
z!h^~v=#5o<f$L0Y_Eb`Ti=tOvR^VjSm*|zt4ogs76qSV&%P=m6>tu)Ys^)j&*Ljj1
z(yO*(=+E;&B5i!u)Jhvq`W>V)dC|+SE{6ByO%AI2-FVKEH#w-?!gmJN^CX1t%xj1!
zM^<-}JsG&_cjFmP_GI9eV}zuQXTY^d2<Mr%5K)eBo-Em6vfquTJb6Ex8IJK0#xvO3
zB!uzITZkw}7*Etsi12sg`A*bNh}jq$VLOAYO+whtyoHEzgzcn#XKUme&v(+kGs7`H
z!gvN-n}jf)c?%Kc2;<3q45C*qdgTV{qF0_d!ZEIs5j(E>-T3C6jM#C@F+$S5vqs7$
zA?-W!79z@#_MObeS2e#I&w4T&U$q^hB)n(fwMhu?nYR#8j__Xe%3*;;5mOUsS%;H3
zLYVI|^T~)k5&mv`V^2oxiP^|tY3CVaZ4$zE<}E~&BkeqSrst~PjVC;LrstMpgoN`9
zxHbvlJo6SJ$`Q_!F?-P~moa+-bs4kI9N{q63+3;|x9#N3x#PlWjEuDFtZ}kQNW0Fw
zg@|&mT`!ft*NN+;)fgG!Is>dtLb%Sng@|&G>!tGdI&r<U8Y3fIXMnXy2-lgn5K)eB
zovf;5vfquTJ6ToB49EBg;~8vi62f@qEku+fj3=Y=T=l#0lqaL|+;WVNaGn9zCLx?>
z-a<sV$a$*zy<VKBmScp3^9;B)3E@2R79z?K&Xb-!ll^Wy<w?(;8IJK0#xvO3B!uzI
zTZkw}7*BS&qPpLWCp_8ZirS6Q5xz6f+9ZVU%v*>kNBB<G+LX%Qjb}TVe=n`Z$OzXN
zU~Lk@b>=NZlp|cnd&Aojy>ihjM@-m$ie7o{F()?47QOO%_;0l9&*f)6AyT!EC-IZc
z1C^*C?vFaRKEHMUQHLl=b=sAe_OL20e?t_mQ6;Q12$R&0)UzZ#9jneX=syXL)S%Z9
zRq%R%iO+H>ePKb$6?`Uo<>1!e5udjEK`$70#$m5>a<KQ+-i|*>R+E(W!w7^k`^t}J
zW0m+P<G?R>X2N=Ky~N7<7w8yKDqjs&ol$x`Ht@MW9}kc|idAPY>D$7UmizX6xhn1J
zALZ>hre4}W$vp3J8(sp$<Cn|h8~(;y2>LwFWlWM!P<6WOUC)G8$<dX*ZoswK9~tQZ
zzLhfN{J6=?1_DH*9Q8xJ1>Joe{7WF`MKEx-@UVA%8iR5dNDqfms$vg9dlmj8Wt=HZ
zoDE8N-m7pS{2{bFuU4|yd!wpZtmVhvg-gjs607MNi$=L<lrNFJHkF9yt)hQjWPUwW
zCn>0ScR_|*b=6LB!hHE4s_J=fZ~6PXgZ+NDhl1YKYpQ9i*S^~e66No-x3@Am@q^%C
z%VfP_WcLcG@%^15*6$w0Nt%L`I4FX{g`!cuEFxGVwbK<f%1`OU-TAI6!i_)9Q~`A@
zDO%-|;~)+Dt#mROx6)CNw)#QT>Z#T&Q3E*If(25buf3U%TC{!{2h&mOfqE8)sY>R?
zLcq`HYVU^e{wrj_!yNjM94d9UZ%<;?zI75NCf8yy?=087FoGeK@DE^mA<?}=BRu~(
zQ|wRbe>^|a&Oh!(sk!2ZXI~*&<?|ZqcLyp;!(piVGuht{7Wz@kt=|vg;8;P=2V-BK
z^?@1(JvII!n3_@-gGrbAa1>0jtM>ic-+p)+rNN0QtUeplnO~gkH)%L---+W1-tb~b
zX4&p%{XO%m#fKSJDAM2l7o_v0B+i~}z#=?!o{80O>xS^b>x%yvdKGbC?6~Sb&LokL
z>96{a!wj`)s1S<ZgJY4-H3oqCvFcCafj^rL0;m8@G4J?~kHaJhqa$CPOeb;bk72BG
z!P(K|Soz13fgb9ZzcxIcyY>zL@id6jFc|wlr15}UHH&l=?ZZQZ@}~jF{>BlWea(Ly
zP5cu$oLy>u>HFEyS)^~_C<3YAf&VOsBW?9?930`rCil5N(ABa*L*_zc%k!Hwz8F12
zjJIf&qbEGsKQVI!J|qdDFNo0Wsf3OC=pQU9kc;6x8Sg7qzt?HSS7|kR>O372;ks}=
zuIHW`n#E*y^s3%>;~7tON3Ys0ywAA%P5zNKo_P-u_53>R-)b9A-r}H|-;L)yd5eSE
zjnR>Io`KdTA$(`vLPR;jcd{P?SNv`~<H>#u+;WVNaGn9zCLx?>-a<q<!g=y;Hk15r
zJmtx|+01Z^k1(FW)+Qm0XWl|YIl_3Nd_qLO8_##5d_v5|*a+JhWNi|{cIGWalp|~>
z?K_kFZam*f`_2r<_z2?}Y;6+4c;+oclp~BMGjrt|F^#8tZgmIV<AK*Ja9s^XM!3!Z
zYm*SJGjAcH9N{_{vEz#0jpsWVvE!CwgoN`9xHbvlJo6SJ$`Q_!+4!p7cjH-4X5*{2
zW0ZvV47@f8;XU&fBFYioi&i--YAj-EA}#ChGDisWU1mNRu_vP6jc@G9h&?eI87%EQ
zgRD(L*v`C#h;pQzC(ra;@w@SaC(rcUa*U90o&nb;A)II4LPR;jc`{}%TIHfuZlEr2
z&Sj2pnCpe=cjMc3GCwC;<;l<eFIjVR{)Dva%y;f`y;S{PC$5)PV`QWc&j4$a5Uw+C
zA)?&t!<VYx>%{faYK)9<odMP+AzWwPLPR;jb+W3KNq#q;?qpRhGaTb1jAyX5NeJVa
zw-8Z|FrJLcbH(q*Q=W{<bIUP8!g&T<n}l$lc?%KcBIl{%_j+-jT8<GC&NJZJB!u(K
zTZkw}I8S=^O!B+&lqWrVW;n)27|&p9lMu!;Zy}-_VLaL8ib@AGp73OsD{41JNBGV_
zYm*SZGjAcH9N{}zYg4LzH=gZe{=KvsBO_dAfVD{o*O|8vQI2pO?+tHDw8}-R95G@0
zDO%;Z#}<ee)^C8#1q$o)z37dyUjr4E)E{d3pl2YqeI>K(8VDKc|8IDk1RPj*csKYp
z{%973X@2EpxaLxJB`7!+f5nyWSFZee7WSX?N2>p1yS)B8_19m_7XF2ul`o=I-ZdT(
z6?IWj*J|<YK@Td3?C&`%g6D-c5oe-R4zc-aUaI*yX_YgX${Yorw_bYXM;GiI(JU9u
za@`&K#+v11?S|QFsMIZ=KWE6u1_ngC90f5&yBzV65<z19%#djU7hV3<M60uoy?*9+
ziOaUviCEv5MIa-oVCkL@o8YDa=-F!RQ!O3;w*J7sl|-%);a<IrHJ0Zs)3Yuzogr*p
z<a=k7jC$ij8hd-EcQ_b!gW|mT^4f7a1|jd8AmqK*KPUi*+1{_}c<=bzYHP38zd0x4
z{oXWALGUt;(inbq9}3**?+1r_Y7Yy;&wAN=%(0@hJ!Ti}@-niE1A2BG&kSE})K&}D
zDlw{I<Wiy`AGc^#p>^Lg+4nG-j)Oi(!)jGmA2z=9t6O57_d3L0Q6VrDp`xxTvekU~
zjyb;g>Wyn~dzXrz(0TEGuiU$P`_7jS@6?og-ou?+vsBBDgTQ#EsvPz+9q-m;Xatih
zGUMiV9uNuVR+zLvr##3D68-XaCX1dsNc77MVE&W<rj(i2%HVfSrl`?fuQV?D<)UAX
zHQ{-yy61HrifW5~x#*W`OkIL5b^RnvvuAcLb`nJN%ZoZk_EgMVfse<s3rpsXqDgzv
zQ?(bvd$J0wR03b8RbZvn7#UdwR#aiOUxe$-V~8k6R)LWn)2kZbjb}XBF}-R#MoD<j
zz-yBb-ZO6@q8#Bpd9#D+fH$7=<joFhH%3SJ&OmFE5WX{SA)*}NJDJPpD&UQ0JlUgx
zTaFPD&NJZJB!u(KTZkw}I8WZ!W-{Q7r#yLIn;DMr5ymsv+9ZVW%v*>kM;K4kP>2wC
z<M~e1P>9(W8(}+xtW84L&b)<)a)j-qeP=S@jpsXQ-<jbUA7MO$txZB0&%A|*a)j|@
zX0B8MZ#><}{tTtn7#ZO@1FTI#xX!$Vh;oGMWW<iEfH$7+WW<hJju8^hGvL}Jg!9Z>
zh$u%mPiEt*FFZ7!^<*}_YCA?rc+bFVlMvoBZy}-_;l1dW!y8gXOiiR^t!?HAVZO`E
zCnNSm2)yx)JsGhlW+Q{8ooA4>NeJ7Sw-8Z|wDaVdo~wX2p77+Eo?DI)63#Q=+9ZVY
z%v*>kM>tQ$>_xv^^vey@<;}Uw5e{=*^vk^??=|mD4_~xrmHZ1x!1id_-!(rS#VQ!6
zfjMy1kJDr_O<{Ma?C%Z#S(uLSpy-#EyVWe((X9R*`KE4YeBp1&mP+7_@5ht5_|j^u
zg{2Q~Y6SZa>BBRhA)?&t!<S0n>%{faYK)9<odMP+AzWwPLPR;jb+W3K$$&SW?qpRh
zGaTb1jAyX5NeJVaw-8Z|FrJLca~1H$Q=W{<bIUP8!g&T<n}l$lc?%KcBIl_J_<C`k
zT8<GC&NJZJB!u(KTZkw}I8S=^Oa{F1lqWrVW;n)27|&p9lMu!;Zy}-_VLaL8it2zj
zp73OsD{41JNBGV_Ym*SZGjAcH9N{}zYf~zLH=gZePOh{XBO_dAfVD{o*O|8vQI2pO
z?+tHD^vgxR95G@0Df;EP$C|Bj!Nj)emm!IMc|H6^zg+aoKfiVVQHSVwbp~OQ`jL8;
zq^D!mnFf8W>pkdojz)d|u-yewJ_D#GYH{bLiDfow^rBx5s0l7kqI))_qc&I@ua|;(
zc;W654Rg^je=Zv4i*`*ZRm>NiHI!rn1fpYJ$Ve}E4AAccT=HHfuLgK$ixYeNjQ|gX
zysvUG?=$6#v%w0_dlfE(KYZ5ryjodf?~PO)gL-hP{85lRQRA_e;(Zq`B^ykvrhV+O
z2M+z~qGK*P=EE&)(D8E>jcm;8)re&m=a;Hx7rB;y!FsJ;yndNx{TU%%u2BESs$<?w
zRRmpdKMs#Z=@K3DBNeGQ7>9qr%J$qB77)NnadB-`WUKiiO6I4V`NMEUBE4O882A}o
z?cFdZUm?%Y=Fo@aP$`j}iHYAj3Gto7kLz>Y3nLZ8;U6*ucT?zM*=V9rZu0%4zS#VX
zD482iiIRD$;wTumwRrn)RU8gajc2~U5JSI7!*Tmg98XZ?eK91nZ1-c8rdXUQRg<Tn
zPjT$q{et#fO5(n;1P`5O+V$JI8GON7l*~oRTw_p_%<GsaO6G-UWOv2P75Jzm`>|y1
zz~;}9H6mm^Sg8rVPV2!+t1&X?>6i%Dh3j$sf{9B>?`i$nx$)HctZW3LKHJ6Y$3n*W
zt7_nlXFS<Ey=uGgzUZ=?_lvag%yWn+N7{Jujt5l)Z#?J8J08?-jE=PP474^0;XCsd
zBFYiIlieD)9(dy!Pj+kImScp3^9;B)3E@2R79z?K&XYH{nIL%MDNo+qW`<*Ygz*fv
zHVI)o^A;k?5ylf;6e0=Uc)k-|6k;~UM%d0EYm*SRGjAcH9AP_Y-<cqI<M~e7cV;-o
zM;OmwYm*ShGjAcH9AP|}nJYEH8&7w#Q$uMrMn<^K0Be&Ft}|~Tq8#Bm8L{Jf;Em@y
z8L{J*V}ykB47fH4;XLyeBFYiYliB#H8hGPbPiEt*wqulp_YAx?3E@5S79z?K-iwks
zyy#HG)I?g=-(`*v=DW;%GGb38!5iP$lM#DjHZoY+c?MaVgs`1?3lZf=J5QeJxgL1q
z2~VEsx#buk;XDJbO+q-&yoHEzg!5#~UX;v5$=pC)-ki%E;V{=l$y}7obFvH99p`$f
z3EudAJei9xt;Skd`tYW8w*QbmJo6bM%Dp~(sR_PLTraK0$OzXNU~Lk@b>=NZlp|ax
zt7@4bc;o3#R@E}YF+Re023wniFrIk}5#<Qu$*4Tn18+R#$*4TH93v#0XTY^d2<Mr%
z5K%62p6Y?G7w4(v7$M<21FlU%IM2L=h;oGUq-W0r!5dF`(z9oVV|;}147N52VLbB|
zBFYiQlU=T;wp8N@Pj<PYc4Kse?+mmy3E?~Q79z?KzLT{!r6zde*-qx<N~<w4!gU5%
zn}l$kc?%Kc2-or6@U}$BT$Ica6SkkCWS)C$frMfGhSXf9us+|5-Y8p?%<JJVO6H=<
zElTFwYWols+uMU4R9)HM7eu`I@g#oId7u)|l<SW=x7_lXD49dNdnDTJe$WfXopIRf
zoE+?ZwYTF>lGS9U{V)RA+`jVT*;pn1$vE)m#3~KEy!DbY|N9s3AJH;j4P>2BdOS8L
zx<4P5WE8}zGnn*k!Ar}1d%j$iX8L~kfR!77sh2iTK+n6}hF1dd_~r8WhQIL^Vn5Gw
z8I$DmlILCau4f|A<mgIYH{jarZ{hw4rI`7`)8<k(NFZwFD6s1-cofiLl%i%XYUXE1
zT^nL~-g3?BBHLo|>*DnL@gN@f{V0v%1SF!j+dKZY+S=>&ZypqR%$N73F({}`<0y^&
zZhODo^>_OF!Qr0TtLA(Y#GCvs<ndLnzq7x;gO3G8#udfxF~6vp54(YJ#^QjU9mg}n
zR~xm}g0)JFYJ}#O>dRx(_ZR7EYUX6ejB{Lqh%0n~nSPkAqq7>S$X4@36wF1zJekA~
z!lO}I5nM;j^V6vs81yWbt<IFxnF{t|fp#sH{n=y|4emxm6|1O^y^N0*ie~HVw<pmc
zOv6cJ4EUfnC*(GHmWY!-4Y2>bB-6<hRl0vr`)hXxDoVp)sLsxMKZt{41$yDAUSD78
z12qnMYWzhoHMjC%tpN{5!4%!MSaV#v@8M~b1}CPl`fMzAi?fM>x$$E0F}G1!apnbo
z!3Qu=Fc$@L4LwmXuOpx+m=~UrT@^D|uwkDoFaz+i_qsj-BTCpa&RvF`d+*9XscE9V
zuAk_<dK8C=N>ioF+wiiVfbuqAbgTR;%DXxWVBoGdR`mt0Gojg2N&PKejH)qN2Uco<
zuhTlP(rUzutOF}KWcf|F&K!n_a%3GC*)zSW0^WGWlReX`wqulp_YAx?3E@5S79z?K
z-jjDbs1kVNIZxj0pmt+)gzpTrHVNT7^A;k?5x$dM8n_O4;~7tOY2cP)goN`9xHbvl
zJo6SJ$`Q_!H@2A&c;hKg-q>b_V|;}147N52VLbB|BFYiQ6Fn3n1>ShR6Fn4SHpWKS
z&LC@(5VkXKA)*{%J89pU5P0MHPTF^7IL1d9&tPkl5XLiaA)*{%Jeip*wZI!scd|o6
zX*EVhxXu7;lMt>mZy}-_;W`<y<2vAt=Q|m(<CbHDg!2rzHVNT8^A;k?5zdp@_^Jwc
z<5^E;<Eyq~l!W&Tyfz8pJ@XbK$`Rf#d&Rc##LtcIz{~rcxtI4bPQrW!Uz>z5pLq)r
z<p}f1h&_3+vGJTIBlg5>jE%6JLDnWAY-ip=L^;BC@=VWlz#C6^@=VVy#|R1M8E|b9
z!g=N`M3f_(Cu8=aU@i*g2I`_}oH@c_u8V@XD46GD7p^<b^->GG@%?x*7hhV9wXpQz
zP3vs`A$@q}GeneoefUxfe4V&nT8)trt~0>eB!uhCTZkw}xK38pG9mEB)19oUWrkyX
zgz*fvHVI)o^A;k?5yq2Id9DNAc*>Jed2TsINI1`cYm*SpGjAcHT;x2}0bei9Q_C?z
z!g&T<n}l$lc?%Kc2<J)9o(X|Bp7Nw;&kV=-2;&)SZ4$zG<}E~&BaA1zTu~+P#uJ|G
zaz*XN=m_5#Xl)Y0cjhfblp}m6Yi&v`@W!*9%*mBjV`PNu46rr{;X3mcBFYi2<GtZ+
ziGsN(m?I`^KSjYj_t*m2!urkUMZsJ<?fq0GsXx?WMbAL>*#CMK_Mh}es{dp=7c#gE
z5(eMNgbZFLu*6!+yO=Hf$uF_5qF|0vg_l6+E&tn|*KSSH324F|jr#s!ySoKSh=1&w
z*SV*}XQ=ts8HB+4NIgr^)3HJ|^g)kc#-OW-J`)9V2+rS~r~UI$FefiW8VszNcKP5U
zJtL~+qFSzXqQ0?edF9RNQm?#n!f=oc28dEQieQRTIpQNF^23D=aM4ZoR*^r>JM&rw
z?Iqp2EHAFnMfPsYqDedeQCE=Yo`B|P7-f2=S}6W)di_!XWo%>+;of(9L8APf_V!jA
z{^uVA2V0m2KW`X0HW2#W%`)xp9Q5%deu`50aL#cn!2lgt7j`_qQdlu_%_l~^KIqG0
zeMX3vYta9(DwVfsRpG<qVaA{^nvR3M^5fZ9B|hwi<MS8g&v#W3b*xO7GGI|p71?UO
zpep0yt2eGe>6b`-Rn|RM?%ln8=gWt8YRWzD;m)mDIynwfHE3lj%3(jya@DQL&}e11
zei;YTQR{(v7KbpxVt(fV5q55cNh^q2L0(YUZ>5vTxRs8AwAF{>J=K~eP<%RR!6K<}
zD0=1i>?(TYTI2hU=#@wFh!DN<YK<m(<=~Nb{Kv;(l7!KbKbjmX|9CRct(@@{IU62N
zCvobJVRQ`7zTrQf25}k&V}BT`@c@s*RkKJ}(SCY5RsJ*p>EAfQv#<G&qlte4hqFt~
zFMU5dDthJG9qTM_e6f=rqE~L{;(4N1p1A@al4K`_%pLeF;mAr5vg)f;{$8h5U!~O;
z8CmsJRAIJXgzL;>h$u(6PIgGIYJNAK@nnbes_hsh;XMPdO+t9jyoHEzg!kl44yyaz
zc+QhIIjG$j9pO6ztxZDs&b)<)a)j?>PX?~~-FU{6JsG&=7$M<21FlU%IM2L=h;oGU
z<o#?W``viTllQZk;TRubJcF%GLKx4yg@|&5@noqU5&mvG---GOF&kqeY-f<QNeJ7S
zw-8Z|u${E;O!m9+d?)QYGaTb1jAyX5NeJVaw-8Z|FrLiJmCE0Zr#sn?p|lz!BV1>I
zwMhuqnYR#8j&Plf*m2eG#`B$w*m27-Lc)0lT$_Y&o_Pxq<p}4=Y<yMoyYZ|iv+-5i
zF-pRF240(l@Sb@K5#<Q)MXwy*kSbzoA}woeGe-#XU1mNRu_yanG`_JXBlg5>WU#dJ
z46-%}VLS5{BFd3=o;=g@mzf(+c=AloEyoB6=NWKq62f`rEku+foF`-UqE{|@<p%2V
z=3M3ohq*3#<)T-flU=y(IM++%@5cAz$y|JCHP*t?hc~UW{fG47na>bW?)BkI<?nUk
zdTBLAM!3!ZYm*SJGjAcH9N{`yRm)_*8&7w#s+Jj!@e#%|*xDq7@yuI@C`TAiM&-Hc
zcjGBfM&-HX7$M<21FlU%IM2L=h;othRP}qkI8QCd2npvIaBUL8dFCxdlp~xcJ$okm
z-FV8Ao;@=h<0Fh`u(e4D<C(V*QI0U4>~ckQzZ*|@vda~<8>1t9XP~u72;Z5v5K)fs
zovgJfmA@O$b}}bdT8)trt~0>eB!uhCTZkw}xQ_RRw<UVzqF0WXu>BOh^4w#hS8i0t
zN3$qQOTF<+^?Ku?S6-40tK#xV6V;k?>%=ltt6FdEZHeanM;#*Lw@NfcuN+YG)kUdt
z^Y^2$F5I&HIdkFL3$HUL?=C#4PE@~ha<KQ+-i|*>R+Gm@GtKAG!h&rJ^=maeMYVjj
zuyjW0@z})V{(MZ5Q4p)nU}7C^TJ8dbsWcNW=IuGAUfOsC(Q>&BV8`Q^%i|mV##=nk
zWlWOK=b>6o)@~TymBQuo=gg0@fdSDj7wvLT_1+nl;?y;&z6Eqw60OcO`9!<CcQ_b!
zgTi&@%VMePBG>!zAO;EdD2?I-1fjRvJN~xX+Uxai9u#@Zm-nV|3WAq$l*S;wzTfWp
zJN^COa8K=3bH17Mp88$L<EvhOXMcaETg~xds*XW)I#vECNS>(i*xzn%Z)a-M6dril
zN-)68qFuf)j%S9iHfpN{Yn2$)gl4IlJT`hiSy8*ZeD&A<3WQK0D89IUDzepl5zTVZ
zEXQYl(JU9ua?krd88;{qA)4jY3UqF3vTBAGmBt6JEB<43lE&Dry6Qj9q>)l%$E*J1
zaG;_zOv6G{{CjXL(z(V8`ZuxaPoRf2n+~A2gBsyPcU+y!>5h}LqFGJ?jy(bI%0Q`U
zqP~6!_Oc`AN$ToR93~2M+4Gr&>@hT(S-4K}7uQ~ePUtA;ja7YtqFGKH$G(bYdEpM(
zM=^5+8}!ixeA#<lp8x`4&p3BkK|mq2=e<#VB(ATF*i%V;wrpIa{`8Gm1TB+-HyC};
z0!o80QgKqBJr9}Zk(FPi`u94m{3@+R{K?8M46gO3aGkjf5#`9rFS1K|RrkB`j3>LK
zS8c~A3GW$rZ4$zJ<}E~&BfKYXb5QN?#&e#$%|Y$P=m_5#Xl)Y0cjhfblp}m6^Y>i&
zyYY-C`!aCLF+#$523(tjaGrS!5#<Qy$vfIi`n&OzC+}!8!!bU>cm`XWgfO0Y3lZfA
z<B0+a5&v#H--!YWF&kqeY-f<QNeJ7Sw-8Z|u${E;O!~X=d?)QYGaTb1jAyX5NeJVa
zw-8Z|FrLiJmFnM(r#sn`p|lz!BV1>IwMhuqnYR#8j&Plf*m33W#`B$w*m27-Lc)0l
zT$_Y&o_Pxq<p}4=Y<yMsyYZ|iv+-5iF-pRF240(l@Sb@K5#<Q)MYCKq%Nf2&LYPmS
zL0$m31h1ghuVr1AwYFr$o``=pzOg4G_QY(gm8G3$khMt&+nKizQI53p<e8rDY}0tc
zlV^HvIYvl0&wy)_5Y97iA)*}NJQ=euH!f&A-^rMLX*EVhxXu7;lMt>mZy}-_<hp2<
zi)ML_b<r%({NOIvOZD${YS&AvF*4Gwv&P9LA?-Tz79z^McD+>pUMH@XR%2v@>kP0q
z3E?{P79z?Ku9H=@O!~X=bSJB7nc)~8VLXGaO+pyYyoHEzgz;olo-2Php7LZ=o?DI)
z63#Q=+9ZVY%v*>k7dcOrzt@ZN)N+iFaGn9zCLx?>-a<q<!g<oOXVTw|r#$J|Gs7`H
z!gvN-n}jf)c?%Kc2;<2vS5*7E@q{P4Tv59*I>L7bTAPIMop}op<p|%&TANb+yYXx%
zYi&xaF*3q+23VVfaGiMz5#<Qi@!s&ZM6+Bp%MlZ{pQ2fwdrUOTMYEhJqduO*PdX1&
zqJp?T>fHMLRz)7U?Qu09tcpwei845<gsq|_o%>CECO&%-9I5u82k$p#e_vRTau6n|
zAE{?adOB8}Y0%eY4SJoUQQtpocemPIkW|W;TB`e+pMekj#Y>Rg9DR@ccpDDSrk!3G
z>GDj5E4t|ElOvPt%;$#;o&2})Qk@^oG1r~@<4yX5{h$|&O;HQfn89*$@^^Drb;e=u
zImmLC?@Qnvt(RVT{{kH&TIHfuu2rHgd)J|=neQ(kW9mLP;M(kujPwBC%9@NHH<{T$
zfM}G9M!9H|gSH|_eD7v@-1|ER*pwT>c;355agwH>7Y-udTi~wU-Z0o7?DdKa=F2;y
zWYilMMQ!hhMtSa;8X@e$e@hjyi(JdUV7>O;UXUn%r@al4f><2{2V3UC8%9U72oQ<&
z86jRC*~OysXKT&>(P)$xum7#AQC?h81RdK)rUt0DK+#Pno-A@#zn~K1;;T2VK>?Ro
zDOlo_dv|Z&`SRhNYJuM{-MKYOC&!?XJ81n@#o;jQ2WdEoT9aWb*G_KzG7hGr)&un{
z4ofB72Six86(+49Y6W>gVZW75CgWB*3er{|j`vh+mO%08qy-D3!l7uC<CAo$NPT+}
zt9I_v_M_9O8kne>7(57%MrkE?7Ohj0?_&~<GM`oe|7<dg26v+&=uJj_>|=aXoBj4A
z8i1(s1fRz~sLct5n;-wv+B|oj7EgUkGM!9gQ_>G=OS+q>Jr6^5cGmkr92|oLbd0Lc
z^`$;g<DjR;Uj$QQz=yR4JRAj6bl+lCaqaDgry%HgVhXFz#$vZPn`o39FBTtsRI@nz
z;=hPSx#xY~e;iHxS)^swk0Q|g9{A6KI0~a9e>e_~kb2)VIOuA5Sv&J2_645bWbwsl
z6=T>%qZ~cqiAH(m3Vb*cLSGP}*>gqxPK+1Bdos>fs(r81O0UvttZHSYS5bx8ei5!S
zk0GL-U*r9)a-HmoUe)<-Jmbl(=vCV>O2T^vUYmsQo_Pxq<p}S|+Z$BtyYZYSZ*Ne$
zF*?F`23nhh@SS-J5#<Qq$vzBR>AUfaC;KpP%P~U2c?MjYgm9jD3lZfA=gB+SOzOMw
zlqc_GGs7`H!gvN-n}jf)c?%Kc2;+(32@(5lJl~1p2{9XEBW!1owMhuunYR#8j<B7y
z?@a2u@q8!kJ2M>PBaCOTwMhu$nYR#8jxe6g%#~{2ji-BVb?0OpbV{o+GQxERSet}!
zop}op<p|fwh#gn@Zam+~h#j{aBP5(>z_m#T=b5(<QI2q)%*I!Bz8lYaG8<pD9it??
zXW+F-2=AG<5K)fsUNp)@qnzQJB!v0I8KP0nobkdFSnrY%d(kLQlb`!vKBrI!+nFN~
zZ;rI{<e8o;eK)>$PoC+y<rpF9+cV(WB!u(KTZkw}I8Vmx%iXIQ&v!CrUs{ck5w0`9
z+9ZVQ%v*>k2f1EsIkHw<FRaGM2-g{4Z4$zD<}E~&dt5KozSoKCrPUZ2;W`7XO+vWN
zyoHEzkL#t{_d0RCv>GELTxWo_NeI`Ow-8Z|aGk8GWm4abr#o3y%M8c(2;&)SZ4$zG
z<}E~&BaA1b@?7b=@suZ{^4xNakZ_&>*CrvHXWl|YxyX6g&^EzcLD!4()N+iFaGn9z
zCLx?>-a<q<!g<oOXHwsdr#$J|Gs7`H!gvN-n}jf)c?%Kc2;<2vS5)h}@q{P4Tv59*
zI>L7bTAPIMop}op<p|%&TANbsyYXx%Yi&xaF*3q+23VVfaGiMz5#<Qi@!s&ZM5A0Z
z$`KQ`pQ2HodrUOSMWdW3)QU#Akx}-y)%GFkJzt!5bWTFiC`V;A(RDWsnP`+RYtfsg
zQC_T}Mx#Ze+=tDd{NveJG|EMz{JCqC&&G>2$_pN{fdJ7c$Ej{_L3dxjV1LPbnY?H3
zoh>}<U7yA(O;4wB7=dD^2O7Fp;XfjPd!{sTHYnkFufm1!htKq$_h!<2>Vr=9zOQ=y
zo&EitE>@~<r0RG&2FY806eLg7c&sIN--Szw!sLh5JpOijdpi?y-Wd*2$k}5GJo?u&
z4dBv<4^kCDpTv)~fUDN+&PoU)`1wMN)yuTFv<)xuTdxzVzA=j?@c;x}2R>|in+9Q&
zX`O2KzfC=`l9)9j+^d(XM!$K>bgPR@X9!pq`IakL7ugm|S{J8RfEeaI8%db69y*v~
zMR;KLm0*CG>%xxbR|+d;uKC2M*9U!Btj`GX^2ja@=-F{RGkmpCTP;|t#Hc1TOCy4n
z!K#Ym<;ykpR}|64A6;BO71?UOh(@_+l;e|hsU|KO<r!V-)x<@ke6d`8CS`s<>*rM~
z9O!dZ4}HsNwC7S1_l+rd=sXju-`3rraP}4du{ufPz}Rusf1F7nr6&EV|2Q0|C=Jt4
zp=S5@;8>({jTLl}wZL~g@MqHjbeJ*AJO1P2FiEu9w>p_l;?y69NxI<dXmYIl<H=w)
zUUY4EJa_FI{^My7r(rPmhoKq|NSU)}re((AVL|!RAce<;2+zKjsga++;p|d#bD~jR
zvg^`uI%dyR+D8cNMUQj!nfW7IeZEWZ09Jo??jfu`>&0jl8<2RSQI4Jvjq=<R_;4f|
z<(WT<TH?78nmv`gXx@{RUZvXiI<537t;Wclr(<%(i@mOwct_rA-kTnF7mBLj1%0_>
ze&?E>j$#!I)W96L>c?p^nHGJDH~eQ|I>LjpYvS58-rp+M$*$;Co$tmop6rTVwOx4s
zjjJbV<CzN)QI4$eByVp}t?$Njp1i$5?Z)UxJI_FClMuc$Zy}-_;XB!ffh&DCp7CTK
z25vb<NI1`cYm*SpGjAcH9N|29C!0xqH=gq3oor?}#zz>>U~7{Q#xrjrq8wqoXq21i
z%Gh1z2w}U+Y$xqIlloq#_MI7ywXwAC47N52VLbB|BFd5Woy^RYYTu2gJK2Mwv>GEL
zTxWo_NeI`Ow-8Z|aGi|Uai#CZ^PP;?amz76!g&T<n}l$lc?%Kc2<ORcd{yVW@vJAa
z@m1R~O2T^vUYmsQo_Pxq<p}RZqa0Ri6)`oDmNC4{5yE_znNLRSiP(4J8+*|xm({lA
z%P|>2i|Tv9&Ik1?*kAaoGT-WITk=fLmA)HKc=AloEyu7+-<~y7HVJ9rnYR#8j`Z!x
zn0=}C-FUu}G5gYLjEr!d0oEoVTxZ@wL^;UyVu!4?;(B2<Mn<^K0Be&Ft}|~TqTJ(p
zxgpUyalNz}BO_dAfVD{o*O|8vQSNcQRQp~hu9sG0WQ6Msur>+dI`bAH$`P)URkcj&
zyYX}<Z_O~nF+Re023wniFrIk}5#<Qu$*4S6`ffbs$*4TH93v#0XTY^d2<Mr%5K%62
zo+^E>7w4(v7$M<21FlU%IM2L=h;oGUq-W2hz8g<@(z9oVV|;}147N52VLbB|BFYiQ
zlU=T;)_3CxPj<PYc4Kse?+mmy3E?~Q79z?KzLT{!rP_Dn*-qBllvZP8gzF5jHVNT6
z^A;k?5w7FC;cbaVxoDIlCTu@NqdfPR6HE7B0~MCkAI3qhH-061`QREz|LOm4c$)+q
zSa*0g_%;4$7KLek<z=|$Qg$UMHx_@zmG4)s{CXDlpY%tn|75$o{yX*8U#xUTVXyhJ
z(XJk;rauvl@^L3gC$Z`rjryWd-tK}XrvZtmr=#ZEdaI`!O|eqhx2y!9vdsQ20r<_=
z_ehP<hQqUIrx!+=9VWvSO_b@ABa`gR=Z6fP!wgAysm^c6WiC7aN5eGA%XO7_OQKPp
zX_SLwM5A0Z%5^vFvUfcbf<}g{`ndtuW`AU)2Vhm!Wc;|v%mxBPqg*t~+grY9l>6QG
zZYH+AzjJ_1xgm__ogrXd<Xf&}U1VD<X<eK?Tid$GdZx&Ak+W9qy2!Db>~)cS75(cX
zbBz#oaek>Hc9CoO7p&JrqkOn!Jhe)UYC^L#BKW+&s^WOL;NJd<BIx*|Y|jEchVc^o
zhbN2N)i0t^E*j<dyeb;ypFh0UzH>5-4NF9${BET6p@VTd6Cb}5#}o98Xq2B>w^r-g
z3reHtsA!bWA}zCi6op#g{8<o3T3LNK4vtXZ{F_DqT`iKvnI{VdJU2<>i=F5Yjq-v3
zvTtJM3Vb*cLSGP}*;7gV4sRF3dos>fs(r81O0UvttZHSYS5bx8ei5!Sk0GKQS?NV~
zMX&07H=gliSM;jw7$xC71Fua&c+b3rh;oGY<n0Zr_1$>Rleagh-54F=I|HpvLio<S
zg@|&5?_?hauJqk_#*=**xaAlj;XDJbO+q-&yoHEzg!AN`Y$o;Hc*>J^vYFu+A7MO$
ztxZB0&%A|*a)j|j@dSwT)ZA+0`A!s1h}jq$VLOAYO+whtyoHEzgzcn#XHwsd=R0ZN
znc)~8VLXGaO+pyYyoHEzgz;o%u2lPOJl%7vJ166yQ(BFY5w0`9+9ZVQ%v*>kN4QQ#
z?6}f*<M~cT?6~C^A>lj&u1!KX&%A|*a)k3_HomI!-FViM+4!pM7$xC71Fua&c+b3r
zh;oGYqERjy<qY2>A<QSv&@bqjzvs4i{##vZOGfNPqrB@S-jVm3_ojz$j9{=|)F*C%
zaLrFgu?hxiV1D_kAE(J=n&K-lZ-_>DNyW@Z1u>o2=<H%v){|#?uJqmb-aUDy=aysG
zrEh=kI!ao2<~l@_BYk@^W?!m(H=gfg%)Yc5BO_dAfVD{o*O|8vQ4VswQ2Smht`}Bg
zWQ6Msur>+dI`bAH$~~@^yHc(b*GsE0GQxERSet}!op}op<sR3|&BxY>>!sBg8R0qu
ztW83=&b)<)a)j$-RV|bHZam$|s#<0^#zz>>U~7{Q#xrjrq8wp78I|Ws-;Jj{8I|Xj
zV}ykB47fH4;XLyeBFaV1Q>E|q;ykq+BP5(>z_m#T=b5(<QI2q)^z50`cjGBfdiKn4
zjE^v$!PX`rjA!0LL^;BEvdb0K`ffbo$u3vaZj6rboq^USA$(`vLPR;jce2)|RQql`
z+sRs+(rS#1aGe3xCLvsB-a<q<!gahiye-iv7maengzcwjl;<9EV(GqUl-I*wG|EM9
z`}14(A9Wt72=&X>TW>qZx~QkyL{l`%0X4s)QtJJn7mPdOu-7>`*!ya4$DbstiAnom
zG#v+h<;SzJN-`<#a;+8C!=h1+juDOW)nL^brN?6fpZoJbO-4biU^A`0EnI22Z_k&j
z(oC!vAE|N!F!j<#@mB8THoOFg$1j)1H~fva5cGMT%a|me@RIHG)F=nOEz~G4dB_F=
zM5A0Z%0;6*QD2KjxoDK9slV0kb~CB^-QF<RAMEu^O}$)wezEBM*;?~wO3c?P%dZx!
zi`FRj)9k^?kHe!;=DW;w^PNDp0{2`O6%8h~vuvLdQ7Uf*vvhJCq+!36PA214IttQO
zKZsgA)tZ5lEgWsZ@~ChqO6B-$C`#p`RPK4-Cu2V)B1EaYsBq1f4Xk*pCth?KAG<`U
zT$IW+_AVW#<9bctX3ybV%)Uy<NKq<BPk5qKp1Fbz{agXoyzITMPrw+|cM4zWFGXd4
zWuVj)9*^r8cJ(L@6P2b)m$%_%KLO=!c-KjZMR`|80Swpm#;U%+btW`>DyhH4i{U+4
z?^SAkuhV+3(rUzutoI@$vimArXZ}J&IkMi1?2TSk`))kr$=>Ky+c8SQdj?*cgz%nu
z3lZfA@5wtHRPnp<oG0&aP`fcY!gmH*n}qP4c?%Kc2;a$W3|#NK@r)<CF>uQ<Lc)0l
zT$_Y&o_Pxq<p}4=o7qh8yYZAKZ)P*YF+Re023wniFrIk}5#<QuiS7xJ{BAtoMX6kL
zPs*u+jGzTEn?3RNt&Y=^_MHiSH=ggLeP@Pa(4~E6jg(D7+IQwHM3f`#JDHg)HNP8A
zcd`>hX*EVhxXu7;lMt>mZy}-_;W`<y<9gqX=Q|m(<CbHDg!2rzHVNT8^A;k?5zdp@
z_^R4><5^E;<Eyq~l!W&Tyfz8pJ@XbK$`Rg+QaLR2EMjUREo*HvM+oy>W<D9Q7o~Dh
zD$kd_1K=<Bf+SlBFDvUa`d><VPwUsgzmckA*f1tlKD-w2M2(lc$n&j^*pp{^uJ_&e
z-aUDy=ayruEq!~|OxYx)g=gMEL^;y8Cu8=d=6B=yPR8s@t1&Xdbp}|Qgm9gC3lZfY
z*9*<>wc>hVHAY6b&H!tZ5Uw+CA)?&lda3!nPFydo#>fcQ8DMP^!gb~?M3j46FZaJ(
zC$5)PV`PNu46rr{;X3mcBFYi2lU22ByTQiOovf;5hGTq$@eH;$31K|*79z?K#*<Nb
zuJ_$|%9BxfZaGFsIM0A<lMv1`Zy};w<UG~;UN6p5%P~U2c?MjYgm9jD3lZfA=Sk0=
z34S-8@}y_a49EBg;~8vi62f@qEku+fj3>KXQN{1Z6Q1mHMeWAu2;UiKZ4$zF<}E~&
zBYY=oZA#7W#<QKQwJEK}$OzXNU~Lk@b>=NZlp|cnd&AojrE*a!M@-m$ic)#*F()?L
z5vB5a_={4xD3yy+`L^0V>`a6Hli*0T2R(SNDEs?@NcTRT#7{a8RHA~oKkD3a%V(lg
z4)OkL67BZ$R4QkSFATK2^%5%|UaW6KuUz!XwN}(O)+;A7Iyvh~$?~~VhKX!YKvc^`
zwOmxoMYSC2hSh|yu{rlvQN%7Xzn-d-)ZcD*+g)FE)lPB3eEA@X2l2q~M`;u%ARWHl
z-rn-}cL)3ZZttL)xh9SE+IRKF0san@kZEWi1P5E@iW^3PZ;?X%yGL;%s^w*9mPQ0e
z9NR0amXCv;8k;bj@2Vo|_~UFJ11*#I68wiJi`>;OsLr_f>Wynqz$I1+mU!jf-P?D*
ze0Zl?;5STnZsl_0AT0h{ttuY&L3(@=wI;(>uBY7kWgJXLtq1B^9HuHUKlgx$Ew{p?
z1^VQoTOOq<j)HOf_9RyA+(G8!Zj>6w{g61WRH<fHoKDri<Tf#Q5FU-vO71LLrzYRW
z3rp3i;Ga!q(co@0RI!Ts*w^@|Hv8>KGzc{SOu--2=7hpco<FV4bLVM*q+62dWEz{2
zeo$M|-GPcyK&Lu8>-``OjunIgv07j11C`YaUj$QQz=yR4JRAj6bl+m7aqaDgr%@W5
zn8NC_vDhunCc5Rui^a#>_GHDG7yLzZ%RTS={^Mxki*C7w-a5-1UyOb+5>j-_(G#Lu
zo_hixl4N(a%pcgfcVtBfS^ZTifUnc)uhMFajI91DsxaFx!gb~`M3f_3Cp)EAwZ9wB
zc(PM^)pm@M@ScI!CLz3M-a<q<!h7;Y2i5;>Jm<+99n@}&j_{p<)+Ql*XWl|YIl_0c
zHv?DyZam}3-VEGwjF51i0oNuWoM+xbL^;BFvUG>Ze>a};<UMU>IL1d9&tPkl5XLia
zA)*{%JW)Xr-EvVu5fzkz-x=$Rlp882q<v@d-|N)AGs7`H(!R4s$|fQ0JM$JI%8~Y+
z%*>Sv;Eks{*_WZT8Y3fIXMnXy2-lgn5K)eBos8IV_3y^>os8IV%P~U2c?MjYgm9jD
z3lZfA=gDk*Rr|Z~tS7VaRogL2!g~f@n}qP5c?%Kc2=7I=Ty)DBzDYuuPn@A&&@+E-
zjNy?Hd(kbI5qlZ2FZi9&yhyphcJfTm)xR6xyC=`|+;WVN^zE@>vi_77p1BMW<w)P2
zjM<k8;Em@y8M7~~#>fcQ8DMP^!gb~?M3jSEFBHJnitB~d7#ZO@1FTI#xX!$Vh;onX
zr2_amalNz}BO_dAfVD{o*O|8vQSNcQQ~+Nmu9sG0WQ6Msur>+dI`bAH$`P)URkdsf
z>c-QZyfwoN$M^{28EkD5!g%H_M3f_pC!_LQ{k!p$C!_M*a*U90o&nb;A)II4LPWX9
zd8+=sUYw_vV}ykB47fH4;XLyeBFYiYlb$`3|86|xNza}cj`0!3GuYZBgz?N<h$u%G
zPj<PY`rnNwJlW-n+Ktf>zBAC;B!utGTZkw}_)gZ^lnUUDXFFMIQ(BFY5w0`9+9ZVQ
z%v*>kN4SpnhPNfU<)T}Tn6Uj6-SXUHqFa8fo`GVqKbl2hdIbcHH$Yr-!@C3`n;YKC
z1Xft<c<+OnR_YJ6SW$N6*R!zyq(4&qC)?%q->JX;Vx>EX#o1TUEf?K#w=}qOgkJ*L
zzWi@{UUE4}LCLLiH0t|@?d}$6M~ZHFR(+Kszs7g)fo{A6?lMQ;qaKCBvuURnM%tey
z!xin?>60Uq?9Atf44vHfc&W~B!eK5u|Hqs32Qvk7Q`XyaC-l#olV8oB9EZKm$-&-N
zdprIlSxs8n52NWg=qo>-jaA~Gj02y~#NutOmvH&f1v^KS%U6R}XOtd~4TSE`$0QjA
zP_qpteOuVlau={fr5U%2PEKY4re4}W={)ap8(s#)<Cn|h8~(;y2>d+HWlWM!=oEcp
z<?{Kp8)dCFf6n|k8yFDnaume$7Igo0zxR^v`C^nk@BOOC@(whpTYJ6!%|c`O`ZQK)
zdOD3mEvBklm8-gCDa&|o8fWLDGzJ;veQ1++`uoA*p4vlv=ofxHcpdtxK2ToxCLH#=
zaEY&a{hj^&9qi9}Z=~uNs^V1nqab;r#z31(-n(!qQJh>+oVrHU7foADv^wk9Ya3qT
zw_Yb=ePb3);sFS}f`Ih|^hd)e(>~Sif17$>siZQRhzR%UWvnr)w@lBv$aIFVb&>C#
zQ8Ma{3u)}_o!;SK*bR#F=F4lx=@^8(Z$jYr`UeF7G203d!>nf`33Jv%2Xm|l56mvw
z<z-|S2lVVXo*BN{sI3;PRbo`b$fZQX8fkSEa=KLKd{-gvit2E2Jym3@`6Alor<=Jz
zbVU@sU3C})8RP8TFehIj+S2CGV!7!|4E)wfi2Buw#l5p!_n@v1;_wfdX1ghLiDr0i
zfywt1Voya|JU=7a<;GK@U2cT!wZyq-m*eOKGW<Lftp-^y`~x4ruK17DNg4;nfUExF
zOd=^Y=~w;7;Xp-cn1%|gq3^-5Naq?W=qksm51mebHXT668MD0OKRynVB#e%HbuyjA
zsXq>rbivut<XHK~lYt)kFh5DI4UgxpeZzk|4dOHm#{Mu=;{my97R?gq`ocql@~1(n
zp^9f;%T&rw;Ba=S`6baVFB>P(E;pc<`w;E&!X;O{*pnUBWQR3u@N!@jDK~alBP+m4
z74UUh0ajX#kvUJtM7W-z8;8Lz_ku*}>G+qu*Yyb)dB&&U3Jb0bl$s{$Yc^V`^I$Z*
zt4DE|!02XH-bP-XKzSS9^}ML;-!eB0Mvj8sSk)J}&W$%4fvCU5i&^AAc1y47e>a}-
zWViIH?T8)WJt36cSK&SL7b41$m7nCT4ypm(c+QizI;h<k9pO6ztxZDs&b)<)a)j?>
z9-k|KH=glie+F(jMo2i%fNPTw&NFWzq8#Boc~_fBfH$7<<XvrMIL1d9&tPkl5XLia
zA)*{%JW)as?Q$8XmvQ=n-x=$RlpEvpq<v=+;Oo@BGs7`H(!R4s$|fQ0JM$JI%8~Y+
z%*>T4;Eks{*_)xX8Y3fIXMnXy2-lgn5K)eBos8IV1@Ol6os8IV%P~U2c?MjYgm9jD
z3lZfA=gDk*RsXy3tS7VaRogL2!g~f@n}qP5c?%Kc2=7I^92S2SF*T8v^>>*gg!wKr
zpN!axcDan$%ZNR11&Wj#BlhH(o-2SizIRWa>AB??A?e$*X38cZEj;rUBFd4zJsGnv
zRlpn1cQR&QT8)trt~0>eB!uhCTZkwJxn8J%uNBt|t1&Xdbp}|Qgm9gC3lZfW*Gm=f
zb>ezyHAY6b&H!tZ5Uw+CA)?&ldZ_}wPFydo#>fcQ8DMP^!gb~?M3f_3C#!0i1bE}=
zPTrbfhGTq$@eH;$31K|*79z?K#*<NbzVCeFDNjb_x#buk;XDJbO+q-&yoHEzk@Iw0
z;q~G?wHzZPoM*tbNeJhew-8Z|aGvz+nFM&_DNlO#%y5j4FrLBICLxSx-a<q<!g#XF
z71aQ5JmJYMSJZBdj_{p<)+Ql*XWl|YIl_0c)}~YeZ#>({TAR{pjEr!d0oEoVTxZ@w
zL^;BByf?fp(JmM5a>Rt~r)Zbw9$O$@Sid1P7bvXH_oA2XzsA+Xa|Q8hdcX2)i}6hY
z4y-%88~hs4F7J%hr1KbL+&d3c0>WDTQRmj2=ykjD(q7@t!o{K~olN2f;n67V3_$<K
zkJPgyJsqpgH0VDGj?|z>G_{S_#Ao6&jg9u82bF5}_XUwHK8utq;0*L!b+M(&Z~iO#
zU;IVUE?-StdZBhXos~h?igvjXcF&w6+U2Xki)xIEb~$nhsxIitWq)k#Mh302R+~R(
zE@A@%qFr7{M=$99Yf&E2E`JHUK=!9tMG)B&?eg}PFWTj%%JFIhvhlRHR4Kd2wfqa#
zYxRQl%XI3`kf&d+O8>{IUGAqUg2xp<*3WqUR=eBY0@#PqbR6_S8dj^iX8j&EZ-1_f
ziqPXzHq#B$^>kKC71?UOpk~|Rt2eGe>6h}y15*J0+?9KGZ{PXy;hmat&wIFYYnD!q
zK{<EO`mKt?Vc5?Uyjzo@QSYt@jGNziKqR|cVbThsR*)AI_FL&>GH#`#AZ_*Gcu%#o
zEG`^vK?flmigGzVU)N}zgM9G7xOs_!dKRrylW(ywyB5j*Y%+@mccY<-Rn*6x#z!Q2
zr4c&&?MXBMspUyz3jUxrC*(GHmWYx+4aR3@I+?~M(+_HY?QW(44T8&OXT2Z9!7&I!
z$EdwrU+M!j4ti?*MKCo6d{}G1!%;9r_kF)U*J+dnC#JCaY%F$*v;8Iw$L%|DJi!}Y
z423M){TQ?y5enwVb%lggM{(#|{(|;gO5(mT1rMEPn)Tbd8&NLzJW(z$*|pB%rx&AY
zip&({a`c2JyD4U_z(*ueGtS(B&7UJ{Ldg2BQUiRQ)_;{&V`R?LF%hl{*W>0a$hep`
zp6r!gRsU{0<H=s>RojL4MVIBgU!;v^o<l@A(#Df_I;aA8<2g^>>7aIFbfleUptVT|
z-<h`%QI7DP%;IzX@5VEp?9RX~#|R1M8E|b9!g=N`M3f_(CvR#q0r19Cp1i5e49EBg
z;~8vi62f@qEku+fj3+uMqFgRID58T>@H=CDk$TZDQ(es19cka00Qfq!@62$FkF@Ws
zk+Mlh`_8<Dh;pQTCo^-U26*G?PIhJ}t;Wa**BM}K62f)nEku+fTqh%TT>rcAd?zDz
z+;WVNaGn9zCLx?>-a<q<!g(?qUseBZJnPA9eARZ0lJK5^*CrvnXWl|YIl_BUE{7K#
zikO;6%lf;_5yE_znNLRSMY&u?>}ABBw*p1VjS+kDOwaYd8{fMp&-C1KjF9y0Su<sm
zkQSbK3lZf=-=2)wmm1)W=Q|m*FRjMN2-g{4Z4$zD<}E~&gIq5(z}JfFh1D1t;W`7X
zO+vWNyoHEzkL#rd_&RaDv>GELTxWo_NeI`Ow-8b8alO<4Unj1YR%2v@>kP0q3E?{P
z79z?Ku9H=@OaQ#`bSH1kFvBrE!gvN-n}jf)c?%Kc2;<49JlFqjJmtx#JhvPpB%Ei!
zwMhu)nYR#8E^;0=v`uhV(DmXxwHzZPoM*tbNeJhew-8Z|aGvz+*+$}xr#$J|Gs7`H
z!gvN-n}jf)c?%Kc2;<2vS5yJK@q{P4Tv59*I>L7bTAPIMop}op<p|%&TANY>yzy)&
zYi&xaF*3q+23VVfaGiMz5#<Qi@!s&ZM7dm)%MlZ{pQ2ozdu)MpVf_Z!qFk<>_I^e4
z{OeiRf6^bR{*&!oGyO71jC?24On;fc5^Jqo;IQ7wH)hc!9)RrAz=s{Z(jbgrtg=2k
z`GtjFH`)silY^gFh$M@0xrMV<P?XNYAj;*atR`yjhM1yUPHL#RuWu3-w);V^P^)`;
z?nI{-q9)#7&z~HJz0S$O-dB4&{v=sVTKX)JN;G!8gv*B)>l@K6UkzNMTaNVMpM`Gu
z+>A~sTRwNn6u|}sM712Jy}bope^D(j^ni=*x+kjT{%&s=><{*OoRproT-&<Hy;$VB
zIQ@P+h~Z%;N~1UdDd_F?j=!z8_ImxB2Spz9<-KVPimB5$N@Ks<-fwsPo&J7sxTp52
zIp0irPyH_B@l~(Cv%kO7t>*YJRmUJVohpA6Bu~_M>~FWXw=*5;o#Ak+ntdf0;6<WZ
zzA%nwhOahis|9P77}bPksg68W2A`xWs+Nz#LbLfi*C31vt<uG+<3+ZbFQQp4n&tRp
zUCM>up2Vu1D`B@EiDr3tG)hb7Xf1WoEEmmktnq7V))#hIG|NS^9Kcq<Q8dfzs3)4`
zg=b_R#mp6K;73o*z3jcNPr%e1_Kb6v73{h)P->c}uj{AVt{%l<qS935Q+?S_WK(_D
z^P;kUi}J3*ljSJrja7Yt>r80&R8oJ77o&wjR(_T0-|MvUtF#*NA}hZLiR``#*O|W%
zQI4$qBD<tlb-x?Wc(O}+)pm@M@ScI!CLz3M-a<q<!h7;I2i5*=Jm<;V9Mo=%j_{p<
z)+Ql*XWl|YIl_0cF9TQpZam}3z6{)QjF51i0oNuWoM+xbL^;BFvTTP*e>a};<Q;8h
zIL1d9&tPkl5XLiaA)*{%JW)Uq&2mvd5e1Zj-x=$Rlp6{tq<v@7-|N)AGs7`H(!R4s
z$|fQ0JM$JI%8~Y+%*>VQ-;Jj`*^{BP8Y3fIXMnXy2-lgn5K)eBos8IV<?qJxos8IV
z%P~U2c?MjYgm9jD3lZfA=gDk*RrkB`tS7VaRogL2!g~f@n}qP5c?%Kc2=7I+Tr|rW
zzDYuuPn<#5>%(iP^($lFsJ?<)pY>Z^YfDD#MYCK+>}ABhXxTH?7b!PJ?8!4dSN?8%
z@18u<bIUP8(zj>Llubffc;+oclp}q6GG<?@e>a}*WX!&_8Y3fIXMnXy2-lgn5K#_t
zy-@#NE3Ow-V`PNu46rr{;X3mcBFa6km+If^#P!l@jEr!d0oEoVTxZ@wM7hWHQvG|K
zxL#U~krA#lz}h5)>&#n-C`Y(XR@E};@5a-eyfwoN$M^{28EkD5!g%H_M3f_pC!_LQ
z`MdFyC!_M*a*U90o&nb;A)II4LPWX9d8+)qUYw_vV}ykB47fH4;XLyeBFYiYlb$`3
z{%$<wNza}cj`0!3GuYZBgz?N<h$u%GPj<PY+TV>QJlW-n+Ktf>zBAC;B!utGTZkw}
z_)gZ^l<MD&XFFMIQ(BFY5w0`9+9ZVQ%v*>kN4SpnhPNe}<)T@Rn6Uj6&GOu13xo^n
z-<uK5a_uzHEHBB1RdIPl^tVwZO!T)6DxS0cc3!IB%m!y0x$03V@LLiVs{8Ek($T1I
zzP?8Vtl{u%s+GSxWri#8)t^2&GWk36`5{B+u-)Bickxo4-_H-3%g+CCKF#vKN6pNX
z&O6UZvz$m&;!UlWWVyOf*N9@dD3)ubsLS4U@1;_I4XJYGXQ5bL9o;SKv+5aBCL0hC
zy>ihjZ*TcjkeclTAbRDRHSZq9Nt%LoI0$}kfxASn+*?hy9;>k$QEWWzEmg-ZaxMRY
z_1brPL8APf_BKQcVs#K4pw{{gBfkgI?z`E!{hb5s-<=WS<x2F61?bP#onLpo@}I1#
zS3c{R*x6rE1RbBN7uQckwwf=f$hi3GjcZW)CDsh%&t189_x7DHAKs}c_q>NYw`S?&
zI7ro?^;;E(!>}Ku;UsEJhDIE@^~*Szj#>}Yvp7suVt(gAF0B1Pt4g=Rq!mQ1ATKEF
zx6;XE+)775+Umpco@&h!C_bIEV1ZOP6s>Z6IxOY5MXNl+)ei`&O6Q1Hxpt0dm19k4
zs-SP}L$u08s~o^rz;T_WjW0&C7^x{*<>(1dw8}GA;KR{n{ct2&<z*e>#Quq7#aF5N
zy-q8>N~<w4vf`_#!fd|?*O|u<QI4$mBD<qk^}ZX=c(OZs)pm@M@ScI!CLz3M-a<q<
z!h15CM>W42&w26|2elicBYbC|wMhuynYR#8j_{rA$G{c88_#&M9|N}>BP5(>z_m#T
z=b5(<QI2q)yqnD=zZ*|^@@_UW9OEO5XRx(N2;-Tz5K)dWo+zJ)R=Fsji1JCn?~L_D
z$_?cc(!Mjv?{#Y5nc)~8Y2R5RWs{Khop}op<w*NZX68!O@5a-e?8Q)8jgb+qGr-y;
zgzL;(h$u(6PDbpw;&<cuPDbpw<rpF1JOi#xLO9R7g@|&5^JF%@s`uS^)|1)zs_hsh
z;XMPdO+t9jyoHEzg!iIVE?VUb-y|W-C(fYj^_^I2OGfNPt6WCxWyHQ{*)!G`DK|#!
z$um7y{BC^jo;=fY%P~UIw`a|iO+s3D<}E~&BYk@^W?!m)H=gfg%)Yc5BO_dAfVD{o
z*O|8vQ4VswQ2kyjt`}BgWQ6Msur>+dI`bAH$~~@^s^9Cx_0npLjBuR+)+QlbXWl|Y
zxySWV^?RMTURsTj5w0`9+9ZVQ%v*>kN4QQ_)iTNN#?zg=HNy<Y_z2?}Y;6+4c;+oc
zlp~BMqw-wwyYZAKqw?HxjF51i0oNuWoM+xbM7hX$s`$NLoTrv!goN`9xHbvlJo6SJ
z$`Q_!o;{QNZan2l&z>2M@e#%|*xDq7@yuI@C`TAicDbUO-;F0c+2xAbjnNUlGtk;3
zgzwB-h$u(+PS)C#s^5)gJ6UT}T8)trt~0>eB!uhCTZkw}xQ_RRw<TKTqE(KVu>BOR
z^4w#hRer3VP2wm1XcmR37B<)bNzD!K5=d)qcrO!JVXY%t<%^tB91{&`R0$KUasvv{
zDp!+EI~T`J(n+ke>bH^Y_P5pcVP_ijp9Dv$J?Now_;dD|Xq5vNe|KSm+=V<PR)g!M
zRNlWp$B0h3=#)PfopL_XQ>v8n<A#82AV4(AMWb9a$`keVBHe0iu|%VMI7FTA!Y3ar
z)2A+SnJ=PIzSZ7t??8`sYp>V8d0^bKt{UYS-b`szi+jHW|C|3iBkFUf^)SLMEaq3+
zTU&?z_Exvs`Yb*L&Fx=*{BSlNhfjm(lNOvifOA`itw)pN)~|wis$zX~yW6@I4Py1I
zbx(~|f25)(6I0;bUj@k%H6DZJ@JR~)1jntP1zFzqxXAnI(Qy!t+aRs+i%(iwz`AuW
z?8QMGssxh9$6=Z(Y%u=3YF6uKy-D(EqQICa4I`BmgSTTozduUTY4X!f=O|1^v!2e<
z8Rdp`QZTHN{fD=rmKuV9c?d<e^rH}nj{hbK`;&oc>HMwqbgJ6<RhR$qg5009!sFvv
z8uZ3${=(LedXse2O42y&r=WK}*c=CcIQ?;ZbMw(iwLaFK`Z)WAR;;G6O2CMuD5XCN
z;-H_ZIJ-VNO5mqJF};<B$0{o;0eh8SntvQbk&4@`M<WndH;;9#X*_uv4#2(H-9W0Z
zk|d0dHv7Re=!N4j)xOV!*8>R0WD3QHe*iBGCvgj+4j)i%U$y!m<qkscV=c`7NlV|?
zCYS@}9Vc4&eH_F`sx=7Gp!M}EfcRwP!Y#K(p!eQNrb-PK+;?GKaksvT!24j~Cz)sb
zBpAYvgYxI5-eg|IiB_6_8V0RrqsdtL+PBeBmZ3#53};baYtkpJA0<k)KKdLCYioah
z1m3?3u^1<l(l<dX4k9og?xVa=J0LF+z;=YudK!#p+F_GTeQ(1U=<)Gqr>T0F*^zww
z3HV26PZZb+-bzx)7sP`W-d3_%v8a8=+^{xn^G<=r@dUgLH>jcnocUC>lG$`RiPJ1H
zSv2qdx&@KWZpEBagSpc0{yHlc0GFuN@nkR?gZVntVFWGA03w}ET0KY}>%t)k;Twm;
zPz@jelUDF_5)N8Xa18z*2MLtYdIr>L-G?Q>GayOfuTNU4eFQh~3sX{APOET!D@a<8
zHaCC%^VZ$lziB<p?+3^*(VzlMw;({dP1?EOz|$5mXVe-7$Km*NK0JE#6r8=8S;T1j
zqcG}&eL516M({ZNL!j~S2{7$w24IDs(u~t+N<P_)CJ`X18Yysqt^#_o3iQu>qFL9<
z!;<{?69}=|Oo7M0)4BYxKSR>}y&qvMG%|xLrV46L;v*bz$*LoL)sHu|uI-=&u-2tL
zgF4g)%ccsrKgfSF>}f2GPdCS5AK(Cof2SQd&g#z7{O6#~1DvQfl;{Ji{ytou{oIdD
z?d5IiFnp3#&!!e^9rkwjgWYa_tG}~#uzmAD9rSvG!A{U0?%Y)UUa!!r?wTvE6`{n6
z^!4IM`&JwWr+ECk<#EI}p8AvdQ|&u(Jc%*Gn`MT-gf=2Pitx;<<(a#`#)BmL-CwtV
zlMb=@_lOa90qt=VjPasBB_)|t`3?Lg4aW)QdVfK#&t~CxpbBIEtUgQoFR>QF^8S2D
zX0WjRc?j)R@$2m+xgV%t{FmcNkk0?e4;EckR8i2(PJ^Ny{N94R)p(VaXB)j()LHQB
znnHMgKVDLt$=cTKe0jy+T6P7*vb%?6pOy3GHs&lVoCO9`e7v{d$N3E{3Rs?_eH&Q&
zMKGO0&9Ll;F*m#G4{Lw8{SaDTEbsgE*&ac^qyWm>3-Xoxcz40sd(aQTU-`J^d|i+i
z8L!K$V4*hKLlwmR5&rrjBHoX~V~*2BM1)*VgS2qgqT2+P4Dg2*1)H0)2sgT2@23^c
zFDmLck?yJBk1e|SJV*OB^y@I&BKrLn8mj@huSN93Jnb)`ReM_e>T6{rX@KA1huf9A
zA->JRXijVHpq<1sEK5-fVMY>!EMv7UA$4_jej!TpGnESat;$W%(31P6hu<hK;n8{7
zm`kpEIGQ{&M~Od*`tA!AB(oSDy(q^6-Qi0x$D+#W5p*(>tUs-LB1?YkZgMN>havhD
zXMg`L9V&-uoY_=Q=5!9*-K}=F1Dydfx05B??d;>^VDGEF9e<M0(crxMvEA;ryT0nG
z9rI(Z|JJ?d=|khQoj>~*r%#UJ$t3*;9dLO9{8pW_oL=$wo4<OP^&;m2f*?5S^NPvv
z-9Y!k{H^wGdmjcK;TayA#qa8FroYqP-fF}D{Da^C$DH2kg;5aeiw@d{?QMT+p!%k`
zKj}foA%Dh#(_L-emOt1U1m^sWfl||&;k_Grs&NWcxxP|gx2?K2&2=B9>UcVaTFy6J
zV}HB7y`34hvtTgHTy@q5qWAP1QHIDB!5d8aluM)Zc&wR}4^&i{lcn3EU;tM=F&3gB
zzvR$3_itc%9m^ZT>)uL_js|&r{ey#U|6uzNyYx#=74F7jzLN$=M+#ch4ey$_S)9hP
zsq0yNdq19>oVFkRsyMyEFD$(BmAv{kKWU0vp|FM5<(H$SR}5@Tp&NLEuclZ>LtS1y
zdA^IWt*QEM<1&_SKCj%nd;89p5AT@ddpJI~+qyG&rbiHNwOfC6tWs>0KdKyV{Y*X4
zr^y(bDeCn~PILHGcm!5JPZ)J7o{O&QbJz4Dq&(9#_)>g*85bp8^R9T`!3@{Rqpx^Z
z^P`((37c^JH9Y!q`Sl8vk^ODLG2^67?-d;A-1M&FSICtO>+w;&{AN3d$h<7`?+^9!
z_mb?LFiBt($K=)v6bc0V89us`0YvswZ8$-G>@ytpJUnPkM=<aO144StP!AEA!IN3m
zGlcPrX^;)QwFa}}<5L)eIhtwTqZzlqc}e)FpY@eKY27#WuxAB;I-<RB@aps<E+bB8
zz*oGdOG%7v*PK<DXTgaZbH^_BfZ>$)vi}$ccFb?R>pu>op^9NcjcnM{&&T8tAm8&J
z9|LgVc{4wYEhh}>VYl;}8jW?*W!+cMD-vJMt9dZj@ZJ1E;YzGYb!Ib50hwPya%b6#
z%x_d%eSOuXd>d-G>XP>!xq;#;Rw?JpBwvQS8*s%2Ryh23NGVodH;_P3boTd3do&JV
zT;?=5#vpz7_OEVz`O7=^e*Me#aS%TlOrBv^{`CiUZhij6o$BGjf=k$dytQCh(ByhK
ztGS9>H%FITfTeGA@Ed*>RT@U_)1kU~v%9;sy|=Y@u(dr@LBG4JcDp-+!``6^4sH$=
z3;^y8hibUry?JwYXa6wRR(l77gPmZ|-|Jy_@zbsf4tv4P?f&le-k{s>A9jNt6x18s
z+}lz8U3I7q`n|pVE?mE}-#ysh9`32_z2R1%_V;fNcCbVG=~l4Y-&c^QKj`+lyTh&S
zaCf-d4Q}3q&Q!3k_I7uB{jK3vZ)>l++Y5pNwY}dR?)1U7uG;S6ll`Z=UAT0w+dJIa
zgXyf^?sk7~4{l(8uh$LKA$;ybhjs7p=Js~Cdo$SH*$cJ~hX-5x{XMYka2tC<pZ3)L
z?(Xi*;m!VjFX#?>usrTy5FB)eU9fL!w|_Xec{msxsKNGLcdvg4L#4y+?)Gj!IOuQP
zR698A_$i!MJA1>My}g^=AW+?%n>Tw0V8>yw*WWwn4R*Tws<#WCgHhMv*51y|LBGGX
zzrVXbRDHF(jsCfWFlf_WU%r;lOz$Kxxs@;9GnIiJ@-+acb~uV^zjgc{{gZ$FKfCo;
z|L8yX?SJ>L{%fE7=TGndZy*2ujsNu@{a^p%;XnPq|LWg5`j-(wi$BY`$nAN%&RSz=
zifl?5vSQeY6~l%oSN}@SQ~k76{^h;HO*3s+oXH+^aWbVi`q{(JZ{k6J7>=`&Os9M^
zn5CmhT;#3x$v0tM8@kajD{b;ry4(vo=bJF$luf{%no?<Z9HwVebu@|bTs8n#>CtT_
zr_p4Zgb7;p%{!2rqsg(F!g63N@{Er3W^Z-`lT~`=Ft_52{HEg#Q@PXA80Ljj^E<WA
zI-4+c4KvR$D?N#_yx;sD+h8=z;P|?ip8xzq=x2>#elzF=W52}8FMi&F(Xp*fnB9v5
zKbg#8m~Pj&fLkT~g4TS8pjGJ!Z0a!-=+x<X%AanwTEG0&?G{Xe9>93VHci492u<#^
zcW832y-Sk^{45Lt?w6+zdC@Sc(>|bQcX)EIy+_ZoqVw@ZdRh+yZEhNe=;*`5BS5t^
zg3)%!mpc|7li<6aEzM)M%5&A`=5QPwwamjgTu!48$yV#{OlC0GAGHQyk}bK=Gp2g(
z7-sJE*Wa5<e~(kKW;Xu!{?Nx$?W~~u-_Lb1dXhNRYbNw$denl)wR~b4rdeVBe;6Lk
zVl#K#o29KVZ5;=vdd3`ncQ_ko)A2#S4{Ka>HYh8D7nByY5|}XVO-|rpP%kFP_?_y@
z;za-aKn;W07%1>4o+(JfIt!S3H_6-+bT}frq9j9h7iYPHUjO@SF8TNLkPpjaU^1}q
zRzloG^ZkC#XRz9(c`h^a;iYT+F)ZttW!0IfHx4xmVC{;E{cNp4Hvj+A*6sWE;dovz
z3>2&{8YG&ha0s4*T2K+}v=3W9{9)^7t=&(u<JAWlod;Oa%`*XyHFNd&r(RG4OALP6
z${zIK;3&bWWDv%19G+L<C}3j(^ZLG7pppML8&1o9mW+sP!hvw87h8;f1V5w=0Mh?B
z%jWx<4Pd#ZQ<C8|=;@^+I^H1+yMjsiG7hMT`~zLd>6?Yi2usI74@Nb!HC@?40zKED
z|MNS?3fB636|1jd3?)rEH@6RU#WZ)n3!i1d548`m=9aY4KQe61?}rBl>j!<yP(kM|
z??MfhdnCJ@qIY2#G=nZ^s|_RL?XA2pU6nfa+R8t-YG1v6r1+oz21RtBmNk9<Z&VCW
zyz*4?7pq!TUizFYxV`ExFL0@zPEaSsGz;F-FTY`tl{a2)eUsv{c`P){eBSxS1$JPT
z<oOi_O{OXAZ$B5yI(n+-!b<!`xKnB7Hyjhljl|ST8?P9vy~}No%);ZB%i|mV##=lO
z4))<u{RsnKm$Q*~EP<X}{@qlVStcwx8%KOG@4(EBE$W+jmk#ZF-iou1Y`{?uGG5U`
zo25tIqm2j5s_kX7=-t6^7d?dc@6}JbVpeb26l#%aMawb&*%o5Xnoqoedi$4|y_&W4
zMxv{~myY}%%s%(i2;97%Pd@M6JlwrG*f)l+kfpdqEcP`hHqhn5^6G3Qh8{+KsTd!_
zVcHMwncidDbRJ<+v#onz`T?gX)WU#O3jE=+A8kK6{cR9`2CM4N^YgYv7r&8zF>`cY
zo%c3y2?DygGNJh<ylb%Ex&zCpT3;wwX&m9a#&;ETD0RA=ximlh>Vn*8RW?&eW(nEc
zA(>Gm^NeKnk<3Ywxz1w#@>)43$>uuA3@DiwElL2}J|;bAd;#HTd^9`lR6&O~l6|&U
zyllzL<zK8=L}dc=;7eFj9A~S+;~~6IkUgrxqFcQJ9F7+2m0Iuw0gt}}y~1A;0HgPR
zveykFv)CFQd7r{-9odsc_9(2M&S8WMUMMiX0dEgvYn=5Hvo2JZ$$n3-@qc7iiNGr;
z*@FlSI>3`nkiV({&vp8NeNZfn4_bP1Yz(g_z-p}!ZVIMg;b|LwskjSRkzf4Svk{Et
z;KkYu=uMpJRp;45;U)|zRDT|)hhF&{7JH2+Q$2la!ib>XJc04Bry*GsyU~Sncp9pi
z{O=;_g2I&I*UXV``vdJEle2i}&zIJBxc;ts0~>gG^~8%#V>s7w>Q=u{lMh)ZII9Zo
zgC5`pS=&RPdsUBT==EH1)7<|>YOWKu(gg2WLBrxV^*%Yi9!u4gPuXDW>v7*b%zIXu
zFX}wn1F!NWSXUruuE2|R5xj$9Y<c++sa6a78UuB_lQ;dx(L}#36Z>J3jiMK}ezPyw
z=gb}&>M=%OTc2qTi1k@3{h9iVXWd<~dH{;Z{$7Qp-tb!4y~$DgcwmlQ!>Iv0V2%Uv
z@UkVd{jxkjmIpki<pCAg>nc5e2tuB>{@FkNlfV6+-g^@KFW3L=|M#E%5AWamcmLzR
z`O}~MPyg)S{15-h?|=1gd~o@{ERehKOH-!!pNAc?Ou(sS0{?S$nSh?WfaeN2C~$pl
z(Lk2Tj6z%|-Ta@ny4UBX;<L=>eX_bfH|w1hcg_c`>)G5)Rs#L!Jda;BMV;rNtfr`Q
zJ*w4|wdeuvIxg_Q1rE7O?moO-oGF%mWT(vfkLz;_K(e!ReB%1t8jvi@{NTp*x#bU8
z#<}5<>vO9yvV1E(=3k#%n_+Xc8D{`fE9+3QLdfH<{u#cSBFm94skpvy?L>=qi;ATZ
z1N~ck0Y+BRFMh5UVO(cRD6$j!ADF)U`Ojg20!+PrQY7GQlOh2t8H(?)$f5WS>mQ2m
zur#9h4hu5OcRefG-Y*hmK?gA2yIUNGH5$ctnD#BcLqXR!p<c*WjZ_v%Xu#_6j-R$*
zm4r?#T_&+;_(%`p=<>~!w=SbPg`7EQ+0%6mZCb5m7nMVh`tp1x9Ve|#Se9OnPxSig
z%Cv5Nc{by2O3FTd@pC=--pXcXcR#5$8Xr#Ub1ay%&!+6NlJ%5*{iWrTva#$JKZglp
zW7JmrP+L`<*w1pp?7lu{mU@u&2yoVnX#wv6-a6NU>HPe5?dS80>qu>3HKCsupq)xq
zFj&v%>-*9VzJ4-;y$N7x4L-l?;unI)JQC+WZ=6j(vS(y{Hs=pL1>e<4nCiV-;PG@2
zPGHX|@T^`~6Grf?%B%b@;9z@{=<^G4$h!lu;|Z(;`9v=WGD9YMa|r$ln=Wc02($<E
z$#bCqs+%9{iz~}3@*AIf6u<7;x`ovz+0UFRT77c8z9_Pe;kgu7E=s_MsB^4mc+Qsm
z)yh-pOZ>EWeZ#MxQ_+=m4tJkNv5VF_(5-Nn?xG8|McqWDc_Fx5_wXDGE!RIhcy2Dx
zD>Udjh>I)vx#0GXWnBar_RPm>pu)hR8qa&HY?$;+xv$_IZLCp>aeIBitNNnyx@GTZ
zdvk-R=U-BRW4o&?h*)+ncu!01#!Ra%L%`g1pJ;mhQivr6FSGLu^Ds#7K;6<mo~962
zSmfvr54#7uYJkyQezv$LEbN*t%<KTP0aGYAXJ2CCZ!PM+KRktQ&xzi;hwL5Xt@hg%
z1s3M!UvS020;A7*d-|;(-TtxOuW+mNK<{n%us<o@oBp%%Nb6^M=fn2VxSi+><@$qP
z7)v(GycOFT`l9rrMF3_IuZg=}hkyuR_q0tO6>#N3-KCbx5bBB{zrX((yvU|sbN5?6
z(sTMSW1ppdoZA}e{T2U(*#sUU^x50l{*2{x*~Wj*2FIYI4R7MW;(*piXQKI|&HVB8
z6WCBt?={y0JF@p#^b+dUr`d0Qn*Hdf`d2^A7eBz#f=#{qTr23ulSKd0GuUOZ+(z)z
z>chdO#lnJiw)x|y$H5czK<TyEPt~IdY?`2VZ2Pn|gYCz{^t9O656#iLC;mEu-Rocj
zxU?uszxS}<r+x&_wXpjKEN7m?u;nDIx`6HKvi17;y}~*Pcyxiy^^_hofOmKFqe%!4
zXL_mnX11x}632biZaq-&nzCMAp?&nLeCrFi5MFXva-FF@J~A&u1p1{Ly>}!Gb3HRl
zHK>ue*y8ddSgDUlp^X>TY4#NiU8;yBf4iS}FJy(poIx9yY3|GmK7bRI?B(?fn-<1j
zTm7B%xqi!YU4>91{q+zwY=rTIYK$=b+DNZ<^5MOu{sfj7nTS=6!mYyciw69m)i2{>
z3vCkyV&Re<)<e*~Fn7`LMGfd~2IXshI*Q?4HoenL_IK5XIugdgaHWPheC`kI*sKoe
zmoxa}IL>|+49AXXZU%<TyL6n6^Nd-*Amb(6UnR>~WUQe{wp~DW)xzBv%FY-RUzEj5
z&Mm6{cfm@Da#IC#x~!CtjT9QOkwS@h4fy<-34!1GPyXTG{1<=cU-^sw>d|-p+t>b`
z|L6bv2mjtb{NF!MUZ4Gm`j`IeFaDdq`S<^idJ^a}&tq{yQ_7G<5-u&0c;(KL+1Smx
z1r+(iTHVqK{f=gJ&w^|o<DAcaD=d?+dlJkiRVx3U_wle&OrAXVGvmV29_c64b38~c
zEbM$wmkW#f|J!@lAUU$^JS=Mf41mHk=7D+7&Th_dX9u&3s(!yf%m|I{#$%`P7<6N1
zmgEwfU6s{c+f|jdl~n+GNs5$AiIzo*mc5Q}I3$^}Y=xw-!apoie`w3$wJa;hu;m{P
zGi*r_mP1xZc7!A3phSjb$=^Bmo|`wbGPA0>d$5?<>WM*B<vsV@bDw$dx#xUm<RfP)
zmjj<e)43h+aGJ_2<HS0&!A6!sWN4d>ECvFwp@HJ#SDvW=CtSZQloL*jbYSTgE>U{6
zJ}uqkB}GY>Zg4^>fILH!OzRLEW}~ks*;qqSDCCVi3I)cIN1^aJ@+cIpMjnMm@yI3-
zV2?Zsh4qm~q2NFAC=?<{9>t)_7~GINCJZH#2C!nIsvr`Dv6>!;JCZ0Z2}5EfkD%`?
zilGfI;)k}gi5-cNG1bf<#oUF#CKM2X!d0+jR$u#V4^r_bU{CT^93NsX6$^ow60Qw&
z`@5zr23KH2UL^{>yiKD0<pRK1pq69=82wxUGq3`ZK{KWqswUMoLcw1QvW!5<F;f&N
zUqCeymNR5C!NR6w>NA-r+7>FLq(ROhjY~k8YFnapK}b%uaT%zSru;0w)YJN80~jQZ
zG@2B2Njl35Fj_%*RuMdy@SAhZX61sK!Or9AA*ga87*|%lq-I>@o0oiyoDyfuzes_t
zFD^{&yFt(Zu8+cNA>$j=!>HIU#(#1#$eB6{S<QvSLybe%sEu6F7k$yJaXuKq${_pB
z^2*`3ST;C^<#Z(GH%BML)k8K+y3x(>&={!~%^X8Og;VmiHe>COa;BNuTt5n)7P`pM
z@QVy=MzPvS8TyeGkZoJ@nJ_)<c>G*h)X1d-tI|h98tK!2AKbh}q!`A$Wq{d7zQWL?
zN{QK4DFez84dzRDtu|_8U4mUxX?ot9pYly8rQAd#i?BLLtm-vf)>3?c$h1UceKl?4
zv%wiOuc68t#3uDVn2Iscpp4{0l{W%E!&rS0<mJAGG3G0B|8#Qo_MLCtxOGi4I8H}(
z{r$wXI~yf&`n&qy{ACKxx!~S_Rm;YH%iGz#;PSI+3idI*?B2vCzV7$jD*<B2)fzp7
ztyAgChctzWN=(%92{nazht7BLAONJPxYl4}ATondV>MA5^^+_F3No%aoIoO|Xg;gi
zH3U{b$i}S%e#N^X0-n}@!-r6c3KUY%C_-)SaO_*zSua!G%W0W4ZsTPs@4AA^xU6hV
zBt|0wOOa&>#Tm3BghG|%a`a9ZglzjhP%C@eAtDo0-R*s{?<ihY5~;!)8WRV{V1jIc
z!H5{n5PIeVM0aIeP832Qr$9Jm(-~F>idr}<yDK3|sbJ{FBmsw@1t~PJCgg%y4X`$0
zXCh`WIQHz+>Oj;i;$ciMl*pxUxdP(B`6z!tA^Ru^$eV0`Qwti6;31)YVAG@{&{9-P
zgtdgdO!Z>1_;mzQ_1#ONB}f6<jzT%^mVypNf1pUJ^7RA3AT638r|`K$kV!;fWfPbb
z!yRbHVP~gIj3B5b0tWH`31~Ezq7wA@j-Gr_?28Gj2UL`aEO_Yb%aARXNjGu%0vQ-R
z>R!H3yd1>>qNfk|%#Ux_FO=O)00(OnR^U!X9H~vYQ*|S-Wmgg15wl^!Fspaa_H=;b
zSf{2_5Ok9o6*w(`c6O5j7m2-&<;vl6-Ci5GP856?2$wDYAv#^gg4h$ClDCjdd`xqh
z>Bh$42;VWfm@k;k(Fx~8=c~Y1d%=;gY0{jZ^{4bz%w*%Rg^Df3@D>@ysv5f+5lKm5
ze)VlIhq6OTIObEHf{MO@%>r$#qCZno^eFwC5DE%O0y||34oWGuOX<8G-&2vgAm)Ga
z;Mmnb!j2nh%-h;L`4N4Q-EM4rzEP_AEqXITM^p;ibUjmoeQOIZprbM>iVflHL3xmI
zo6Svjw%HVedcoKNN#{Oe;i-!)kYO?gNg2mbd5kesWO%EEmrk@YO5NjA|H1!q_V>^J
zovr`tfBorSnEQ*hD}@Kg3;*GtTl=dsU;e+3|M~ytD`v>1etA-ic8)@hvEk1b$?&J>
z-bw^fq3aiYnkas(&=F&H1*|zLt}=K-JRQglGsO)Rvp$xEEfI7=>8c8;LB+UQ4RXOH
z3f#|=>Z7=th!#SGN23QRuJqzzU5It0=qQqtxE<Anl7}*PxSoikLK%nBM-*{u91H3~
zIkQy)nc9TnniV(&H(S{(4x&|X`D}bhy@DG*z#m4l;6|ssqtGp2ydPM*;JOqngH#6t
zRSb&MI^>g%X}~EzPtQO@<)FHTK3N8fGFaij0;vFHkzmO)JnKR-l@7$>2o(>+?#Pr6
z#B3A=1lGuSP$yy_+K3_@!Vm%ElR9DqQ3Cxjz72;7GQcu6$czm>V}sJzU^Nzs4ciWB
zMjR2ye7E6nY?z#gk+SA78Q5+|nIOb%C3GyM^^}-N_P%~7GoGaFj;P}BTpScr)UZXo
zaY&=L&#NAX*eOXPU$jA2kiMP>yApMWjrmQBEQtI6gl&@8Tr?opZ78ogCA5dqmI8$Y
z!DcSF(9`eKE6~$I2}&j%wCuO`n>R#5c)`8e0GbI-jMk%sdY63@LzHnnENv>Fp*4;v
z<Lam~R~VXU%@|0)Y6L31SUq5>!|*!FLPQ0(i4ow3f!0ZF1Z)i~Fm;e~G?jU6K7!3b
zI@5GBkh};wES9qP;mK0kWKbEh-GE?gDw<MeS5qUKdBv>y!D7IM-uR^(Hdc&Qj-)m-
z72I#)1MLK!_uC$2SSy*ZJ;@w7Is@=e@7(mp9@vAlmZxV;_EYhTX4CTi2!;ol7p22T
zT1mTYwJcf=$q0J$#Ch`ocrr&O!|>r^Qd<R;Nr{m&3fN13f2CNni~=!~!Z6L4WfWwS
zES8on%aO2)Oj$M#HR97PSw0J%ha88WD?65$_I5No7NgN6?bMG5-z9NrL6R_<u&B!%
zXP7uC(g?$t(c~ekm?dz44UD1FUxtw}nJ4jEs*r7$lPCCa^5%&t4gMx+Y;Ylr{bZ{W
zGIq?&RLS$^W@qMS#g1<%B2z(O{k&ENMOVwz-A_3$^;4R?D}~OXZL}d7sp#jk`51=k
zi+EP&$Y^YDq&|r_HSZa9ldJqwre|SU10<O%eybI@SAY0hty<Xq;cr#;blH=A3GStB
zqAk~YKGF94%3eRV%=3NOG{0xyVF2?H3NGSFFfys;g?=Rx7gY<zpe5>+WJGudc!?Xt
zWaq7iA)-6#Vq?}YQz^%=Og@QVGZ$$LSk?h-Z;*gdWPJb}37fdVC+iq(4WUGN>cq_;
zw4=}{a~9v#4pD9!<{RMJbgO~e3c7d>Gn{y-WE5lBzZi{)QmrJUi*U8b>EclrK#==%
z;^>g+2tm;(Gl+8WMpq0Gf(L+t2|3m#BGuI8M91|~b|_+!kPhEcEZ!oV8;)}`toaG;
z-$hAl3{Q;C1;-@?RVl|`J_lA|?hY#@6%CYtWT=@gTLPbdxC?WjeHC(-8WV;&ah)9+
zL>+72yHKRY7*^aIEtV155`>1y)^!uPM{K2>=aTi3X@aROv)g<byoh|kOf(9Q-82KY
z!2B1x`aV;t(M@*=(avQ(k#0KZ=P8}hvew}DE(|2Z<Wf<XK~RilZT3~Q1+kY+)MwNI
z(qkw#8a$>@SX(^mW^<CuMW#qK>xcy+%x3hoT7#HCnuh9c1kufv`5}Y`?j>O#qOo#?
zER)Y;P7ryF*i^neJidl^M^d1Ir1m8^uO=UTPJT;=7eDIND|@TE*lS=Q9J9=?qc(AP
z!u+UaNxbdNuK}~9e<wHGM39{zb)zY3P@fuO6xqg~C_{Bt*V&4+o2l<0#+_`S&y*2F
z64Bnu`zCDc7`A2%Tk}M~*7Q#tnh5HcCKJN_z1biB!B73Y-}#Td-}s&X>972&fBx;?
zE&PqY_^m%P@%%6U&maElf8qUZJAc9)h4sjj!eea3@`bWunNkoneX0s^Lb&J>obJq2
zGU$j3Hxk2|&{vuUQX>UML+~>yk)_JeT7(#=MxRa~UzJdVKfyKwhF&CG0;4ssfJjDB
z7{uX6M#-tv1s1wb{K&2D_=h{_$54H6&xJd=BRKLCpU>jhPkfK?=uhm(e#CW;Tn9i*
zljr5nLJvUYJWgGJg&32po(bC2H?7hF6LGWieouds&7S%h?ezHfFo+}qB%ur$288*^
z)uGt{B>fO1ED*JOpPrOc;!qKWm~8<ly3Q<PFU&{xzun|a{owtX@;u>rL^PIS%y3la
zP-OtH7?HBx%n+d+TOq0FU`iO#MCbD&Q>u_R&`=S$gWswsMC2+kImtH5dl1y2zN&jr
z5>^3ntbDJa$%DN_Q_UYRAX6HOS?$?u$Q;9ma;^s#q-{74k;bqE^kzVx$jgF)ygi~Z
z97)2yf{|)feBQQk`A?t`K$}jetJq!1QeQHw)Q-@ls#aT4weQEF&>nphEQnbpVJsAm
zO2X=Z4GvsO|Dw3}p`}bIv=p&rFj_sBLCBQS<r|X|48jINYtx_`B3m&AvO@Y(GFy@9
zk!pxxL91x>Lv|BtyOv8iLpT~~g9h$gL>eEs(GayLlozQrGIW!;Kr5H?IJ$O5qvs?c
zc@`06Od3CRbhvKI13tG#)R|EzDcHDhF-dN)6dS;drd3c4F1inWxW}o<wB2jA5rK?+
z<q+Z>^NH2IaGrBRzggeu1n{XNJaV{3BCfixW(D;gnDM;16|~k7pnzOUm4BmY1B(G=
z;6FAGnqDeL7DCg@oMG^wSEe>O!;|?Wr$#i~;-)%AO41a4(X3iVHND8aCmhw}BAuCK
z<#I#}kHp&L$YmJ?)Fb<fmJC%=tY1DF(RL%FE5JMvLur(#PdQSjS;LGH^=S}m%PQtb
z*+$keTSwEv+z=$Kjra0d@;;(*{JFB45#{#*&|j<@A<~OYKr>blwV30)8olhvb^`G<
z%2Or8RPsb2X5AH0b`~VcelFT%AbUI<Q{M&B!C_}ubxzq?i53<AENxs$B=mI2pZ4cO
zXt{ABi5Z|J%94+S61#|^+$X8XDEDjjrXDq3;G(CiwRtI8-%(NCvk=&7>X#o>x*cld
z*)re;OS210bF<a?CCMmVJd91yz+MxkdHo|a!`b2pwUgE6LXh9ULN&M{g>pc%30cOc
zv}(4Q(xA4?X~N-JE~CM6+i76)3}}_(U6|Dn?D_=8VE^B9l#HmMnC~;C>U1>QHEDl3
zO@Wmpqn9qhtiR#!U&i*=Yjx|Da?sh4kWyz?IL-YQ;{Sj~=Y5(Kc@4Q%`bvt4jW%$Z
zR5gedd3MF6ry9vbSiZi6XNXve*ur~2Qo+8y;x%xX_BwJ6f1D^ZC%3vZQ=6_$ZO_av
zO;?r|s<p-CxkcZfU0$A^scbJ*F>%%3^ZN5NZJWy$3+Dy%q`az&(zMQN{Ym9@4-PL9
z2_=={o4rQeYYC56Q+V7&Jl0(ycq5Bo&67rPzMMjHyHl;VyarOFHJsN|$Uf?M9ZTS}
z(mwJ1J)6z578~jZk@Tg+^YWeBn>Rj{)R&W~oBL>~rX-(BCU33WkhJHbw5w3Dc*fw)
zYCM%tzOi|GX<=$wa#}qk1TEAS?IILbxf=n-lHK)hYN9h-eyr%9h(wZ6VTQ+Ay;ei#
z$bft$h15#^QcCi*j=vLhqEX_e(5PYbE#K=z10k)0@31wLi~*~~jNIfzk|!+nzix@Q
zEJ3L2jZaXSDs8phJDG$l+hNe?b$yHYd?xX&pvi+c&iw66dLD5W=dWc_-fIEMsuRXK
z-0swP?bKMc7~4G(C%w0|YSCpk7*jnk12MZ!Oh_0)x({-Trf$%5Ru`C&9rYK<_)|ek
z#)Z{T8N|0~Ol#Jqs995}Wnd+SM1B#5k1isgnk27U&1@|$dY<3G8$l{(%|M;XrAhLe
zQEhax{#YeIGcAwRk#QoUoz{fbeAa|4O4(*+bzzJq$;-T+zHJ}hV7$?5PvYN6<-f?@
zALI;W{VbRH>7%8E`wMfWAbeD^2)gL|lnsHr3%|I9#r!!A+l;!u=fC=M?LFudgYGX(
zqSe(2d0@Ni%+lm9T;I&-6iwLoAvyiebYvvdDIx`omH01vqy1vl_uHZWJq$CxVks@o
zEy)5VT!#IWs($|fRYi}OP9e30H4ApT%?3>pg_FlyP<vAFgYvEl1F1z7Nv_BH{NRNM
z!^sh=Ci!0NHY=rer`aZFh^6vUX>MtIY1yCiw7`SXO&18mvtAdkT;f@80<l4zsUtH^
zIbS@(OXdpG$_fen!T@Qcw6xqW+8hy7vq$?h$uKnMJT7W`s%17W!jX#@z((<t<~&jL
zf$gZvkcVbfPo$pJbeVlX3~p;8!zAJ8A;~XvI=JlU2Cc|PLnobKtdCoqDAf9s4Fpdk
zu%5OQJdFdT?()+pP=7t;oDl-#n@%~_N!h@C2yq~6lp5G8))1I=@?m{X3=gI3*^wAz
zyKt07;)BwqKl<96C0kqpI%5rYscqcAdKFxx2JY(0CZ9R^%EeVv#l<wi9g#R8Xh6oN
zzUi*iFoGGlbFn<<dIa3)ey8GvH+$WWz0Oa32R;Eb$8cX;ArwdhGYV%6T<_Mq@8UMG
zitSvz(rdsCB49@a5~;Bd5@aIBg?0ce7Zl@vujiQ%yY6m%XSV^UfF504;RH_Z2e6}2
zIH~&5v#d==)C#yCc_?^X?~dE_anX!>F}hL5bu<C2(iJn1KHFXL@pyX+SAl*ve7ju4
z<@8D;3^ekoaD;pc<?`(sj7wo+s%!i<&g^Y%;X{lFQx%biT`aYTJPaUF<N~-U-D$fI
zJURy9u8<u^n!ruP^){mGqQy~dT)AFwX=_|ZD|roS7!KA&_?b`*gb%$oUEfg<V_b)O
zosPH9!bWB&z~R&qEW)Rst4KG34^XC-HdNj=3?i!m<Ezx)Bz3(T`i&ZD&qg>>Z`>;S
ztsUH+LqNXR=lEFdj$dM_+A#bnA$N&OM0{rS4~JhN=NnYIs8B(<f;F$=3&dy4_8VhY
zhObOZCv92HU9Iv~OPQT0#uQ|p<$n?Sn8QSVmh4nv_Iza<tv#vcTv)C&jpiUDuVggV
z&wX^3y0$Ovu|ANu>ao&ofy92P1RSF6;8BU3vMSwDt?oCf@}@nKhLsvh;g;J8zwhxp
z!|lYl=4RWhpQg19mPQZ!Y#I?@)KAl)4AG6;r`Og$-nf0O+^lL=P{M{?%%;gLd;$Vg
zKYmLd(`QMIB-!YcIWV9md{GFoTdbGpN5ljd9g6o&s5&XWkk0d}JYQuezb!=-<$EDY
z=dDeYV&&u%#UM&ICGO%)8l*hGircN-=(#EB26;QqEJZ1%0TT8vn+)9<Muabmuy?(O
zi%Zk@>1ULxYi!nq7`EjY%W{lm`53V*`}S^h2T1FeEdTC*effV_IsMMBJa}&6cYjc7
zbz2)>`-4}PfBirIrCX2ww}1FwhX3fF$Y@Ugd{PYgk3x>IGr$+g8Q^qFfm3R?Ye9jU
zEl(BGurBp!Mc#L*n3wP#fDR!Q+mfIwOS2^?F|n%`3hYW65&V?63#6e>Dtt+G=1j$(
zbmhnx9amF<<ydoCgpJ;vpc8osun8Xi0oquptrL9rywbwGS5%-<aY#2;J3!E@4FGjy
z@+VEm2z4rgCd`N#9nQqlw0=#MXUs3Mcr4Er2_W;1w}Unr=`2czVhFiYy6cnlFi;&S
zyLMBsKsFC}bS)<FHIL#5d)PDV(HvrjImNP%!V#QfM?1(K;v~xgANg7Kh!3;L(`>Q0
z&M=A^+fQ(E%^uzuu*#(7PuY-eshucLE7UHWK2x{yhQi*%=kt~wy~&!~%3BGthfh8-
zn|G5SyLR(Hw(I%AM4R_~y3DP7ezy3=UOSFJLC#CM1`3QrTV8E=JMapCI+HouNWAVk
zM**PdIUP@pXWX#66>{4~Xd3E34P<!Hy^6pl{wQdctQx@zts<7QXtt_2y_z<KQS}Z%
zs`bvGq>F-}-9;!M6p3>=91c<r<b8ynKnq3w2ywG_9>Ur)1;~_3%HTaU4(<g5OqnL`
z1y)M&!J0}*_&h9^mzAYFv?HaEu`?ljpW;O448rpW6;ur#hVQvQ$A#T!RT{mjUlP1c
zSLNljRSm|e#|CPo_}=Y?YrS@vBD?+q{$E`!-IiA4TDuzCl7+2d44vmOq~&b4twvs3
zTfcJe+WnQS+c$5lZWfDrg`k&WSm#K*yS}Fk_2amg;)z7Jy3}LpMLyCyl<T<J+eXx1
z*#^WF1Ya~$`pfo>6DvO^L$tAP-H?@L{F&v+0e3pXN6pN*sj>{{56=rK*u**R07#KX
zDaP;tJF}VxRZ6j#kKJS+r2E)BARYj9_&}{$vZmR|4<D#Cm#bwWe^eYJ>-gb~?gz?f
z8^(V|Y!5#^KUe1PF$MKw0+EdL*Q7}*#?9zo#)W(L0WREOZv)%z>FRQIwpyE#g-7Ha
z#<n{THc|LF1IjaW>0d;g99s?A>yW~p?A578Gye3fW|mR5XxCnZk^6&($Ttt8{Q0@5
z`Q_<lF}}=8GolKk(}-{9mmbu81YV=SU}9ksDe}(po^A_d<&T+6^BAU>th`1H_2q>A
zog&O2e8qPxWQ59lh-NxHNBD}<?s~J{a919|uQUwA==ZtBCHNpVB2|YjcOs2AA!Fvx
z7@XmI*b-gF{~A&LA{FOpAtp^zCvXg*et=gpVkM%DVOve{92-@>KEA$nbA#_LVKrF^
z=r*;ZZEy=OkCcfHe;!c#e1xL>!2No>OFwX{9q%Fau=`aY1)!L>SE|*w-Je$9u{$&0
zXYuXZ7c|k$Uc)3z+X*xD<J*RAj(?(DaK*pwKls6)`3L{rUjtk9<B!UdS?l)?Kmq>d
z3HG!q+jRU9(aoqw^i`ZwGVg3<+z%L;qhG#ej*lZs5W$bZH#>`EL5Q*lK5x%u4IP9u
z7CA^|Uwa;Fb{pBL2W=U1DcZ+id?7c!kb8_5aw+f5=q~Q|r{{0}NB1k&{@{E6`WJ8i
z*8lf6U;pi2|Cf6|`OlY^|Jm6WzxS6`|DbR1#vUBS9oUn?V|*9)MY@YS{u>IIOKH5!
zzh<Kq;d7ZZeBoWQg)U{Kjkc)*Fmt6-XSJIsuMp8~l+7HgzpV1rSEah`du+CFeJS)H
zBh!y+x0foT+5%=IS^L6l3Tv}CfJk<bxnxL`ZRKD(wb#t1;|*xhAiLRwDJX9`S#EE=
zl-PmsLre_X%`i_MY2ZrU-tWK;wHpmdsE6gDdp`S=WMN+!_P9YHJQJl>Pru1!Em$dW
z9j=k@ib@+^>h$T7BVJ023`=FLLmv7FWy4q{Z!36W#g93peovseFcpCv;Y<AHfK&M9
z;F7C>fTB&NLhQkQlJeyP&FF(fq0qlIm!tMEr~&l*_BC5MjK^>{+OD@qHLM9vvdUmj
zEZg(l7j)JV++?(iQtY*UkRO+90dv)#+4_m$HQ*^cEUoq7_#BDG`lv)0UbC3iB<Y&!
z;WgkHJQF@hR}Rzl$~`MF;)d6Ir%7laQ8d@1;1+47hX=69mCe>le+DcMH~xNHw9yAg
zS0SANA)*{7y=b(8pT%PUqRc|~x=>jXOJw5@FpL5^2k^qol8j<Zdiod9nPlsobIQ&r
zG99s{ul#|48j>T2kXqUJS_%C-cLO-5+ySIQ2ijcs(%rIrzg($z_sd?T+}jgOj8|7$
z)qVF`z0tVf#_|cbjL&yh;bYVB5iEs65hF?n`LX~L(t|UJ1v9C#AN$o6I02C@9Nb8-
z0#l4oa%suWdx6|y+I8|z+1@XbV^7<IgHW;fb@yl9zS?V5=o%d+9CtdwPRDD)34ceS
z;@!snsu6gAmQaCWu49LXNT2|lK<+z1W4}qbmG!XsGjCH+8AP7!?74T`Z^B<2xR`L8
znOv#Dxu$}GH!HhA&>&gU3!J>*PA@Od7teG26@>VC=x>)RekClotB=ZlwKw^Po9*vT
zwtL&*WQgmF)=tPA%jDSk!F%OmJR*+XHighUf1Uk&`dSpIBJlTi&qK<$(Ffg5&?p0n
z!>g9JsM(bV_uKDLelQ!Ri!Qi6d5$rjAXo>LI)+ZQNWNIS$y5j?+*M>~LT*nS^TsAH
z*%TXgiz?dVfGbKJSlNT=A$+S^<Rb+$O?KLX(~KKDY>~&387A5T47I2NOQqf_!U+jt
z!Z!`RRgr84O3`=mLV|x;W1qz%r>0#1DDJ=~E*g)7+Dw=%=R@f4bJ~wllS3Fv!d!^2
z0z!1vN&{1>g*JJ>-fi`6tQs1}6yT1=z7vC8^&j^ct}9Rr8pfBgBwhw~D!x$9g{5xo
zvNTO70H-+P1V9l{E@R0S#~?+|S9>%>F@XC<3Av)F$}0~ws|id9pObp{=o#)VE>`BJ
zwilL`J>OrP_m>xIvx`%U^E1`iMSp5>refA~iP!O_jK7sO`DSp#l&_$D5p>450XeUx
zQ4vP9tSp8=4dYGt;CbC1+~$PfHQ}HL)Hq+MRC>m{DwV><GKi$Gc@SSI<n^>d)*q1{
zp^$tjjpPO(a=Tbog(y{&o8JDmdGo!J#^&xPo5JCZjP&yA9Yd2U3V4(^yzd)PzMREq
zlijtXywsZCg%MNa+MG(V2^YkQX`Ix0Z+5YiNI9wEFhxvi9KZWlHAOar+@Eynn54Ny
zDiXUjzmis@CbJv#tsJ_zY|5jNUl~CMj^gCv8jUsO(kQ8SeNqRQW)j)WbgS8C33blJ
zzXyiZh!#U~$M1uSla1StQ>igKrNg$c?!OP>=nJ`s8!26)xkzuk0qBhsDwuUdIDcl~
z<bM&C*<0TH{QarI@lPILppJk_kyU?~3PiBx8CVz}#e3rjN|j3IYn8CqwQLp1oK5n*
z+3f&}z0>T3r3w(7F%=hqd^cBJn4el&T+od?6p`r=VSUbSkWwXRwh4@kkTT`CL&r4r
zXWrrVd$AAU#~DeGp?E3;B3T3ZUG0bEYkmunG(>^tj8^V2EEV2VMzO{S+cfD&^&XM8
zD&(Xt>v#>@O8s3r(karz61H-_Ns_eVHJDB(>7UzC?N{RPk~nM#f#gzWbbe}-tS4gp
zbq?oP_hBHp<=N*#))QLV+*vTlQVPdgeK8=BXlGz4H9haHS7~$Wu9V#m0X-qRpSKf_
z-An!+B}c|na^8M6L8*m31MCX~Gvo8Desq>TPhr~X3eoJ<v-T98nXe}W=HwJyN)4?6
zKd~TDVn8V;gqF}~wGTZxrD_hR0iU9gN{f&|tKW+#Ry6UB!&oNqsJ5!wu@zY_K*^A}
z45%`6=4?QfN!)-8%O+t;M&Kz;92gZGN4KuR`MBY3y{V$+;HYLVrJ}h|9aQ+uSWp{n
zr5wVCtFlLjSe(rCH4meA&=rmb2m#zbjMFHfMiFP}SP3`)$9}_K?*gu1=Ps~%1$VJ5
z7>>=I5U~OfXO{vAguI=P9k-EZh7Op>pQs&5?DSfMlmffCxP(CUkQlxS-UVJTx(I-*
z;MmP|;FCQ4Qc{G7^P%H;ka7p?zuTiQ!5lq=in$!C5QiX`xy&JJV<~!=s8}4cmr)A&
zj9qk_=z7xQD4-YUBG7g%1jG${bm;V}O42Tc6-LNk3X=d#6u$#p2Wo9CGl`|u4FXg$
z0VgQD7j>uWIY)bLSt@0QIY;(7JJ9<9@)(IkO8qI%Pn6bfZfztIAJ<P=4lGl<Q~E6=
z2Y8Y5HRvIC!~6DlxG%etxVYxs6o35r{UzHi3%`WXtML5b_$4t#^GW_=%{v!{e>65a
zKYN<q5>N9(E-?9!mwo*Z&8#R{M1B}0^E2HM(y<5b7h@1u)GP)D{oHLp^HtvWOwi9W
z<p=d<xq>w(5OvVgm7rCt%igC*-k0Iz*CS|<3H3x96X=rPQ4j6Gsh1?iRsoogw{37x
zpOp|)P#nWIO-!a=u$&R&DW-+ShK^%H$H!>sn7au!FBbPVFNDYc_W%3afBWkDCzt=q
zAN%be{E2`1%0D^%jX%5n?Umk(|KfN4?03!ZP5ttum@6KI9MS%E#@1%!S#Rh&jdFDx
zOC|r=VQ4-HI(w6M{SXk?mEFmewUs+tKzwR_Aq)$3b)UdC({HAi{`Z8*W6JWLG~|ly
z3zIgHtffg>t+BmY!mvw44Vw~D0U^mSU`redlg4X_<doB;9gURC(X8X76_Aut7`0>A
z1Jh(YEa`}uHRMOa#%{=yb<*VYfM>O2NYf)Yvmtig5uVz>%~D?;^xTFXZ+KlGST=J{
zZp!d=iw|>$I=-nmqxlCoRoG{AiYq3qEYp#42><f^_uWMV(41o{MV<omkA;eZkRzFC
zb2(`X0Mjx25<Hi3%3~Cs^o$52m|5Twg7jnwisCX0T*4(!0>!~p9!N?#`5@?GMh%xC
z=yYZp;vZ#%d6giqq>8~sFMRpIq#W()=~uL&$1k;)$CqduZ+^&XDv9<?O4+<4Ut-^m
zC;eOY;vhTR6dT-O7gVZtu}BCLF7&G?UK_*;<On^m%;fKp(j~Dxloj;NLzwK4P6ODk
zxP?__0Q?Se+d#Y}jR|Q#7#A33C%A?cT@RVQD@zF}RLetJ<}``o#DgWAJ-mcUBGPal
zg+OyhCJ?moM<LL>+iL?cstc#v^8}+z`YfeCM8Ca<cfdT%<qqA=x)IF{f-U)0r$;pz
zwQG-1E;0zWhJQjJ{WCThO0^O)xoh>1%*aC407B2o8c|BX+pll3XtgP~Ce(wZBy15@
z7nFxeMXQ#Vp0adOT2@$|0Lz-;vPJm_J2c$i1N4~-`HnIR+4>HYlsuJ_w=SbsEXe^I
zI9LS`q;y|OtrIjc@o9#W6+U7tqf%PmO3|A8Tw8d{Q<YY$0AbsMn%N^nYBIa3NfD}Y
z&<YcxH5ANj?4@w0%Ls1`1EmhEk$MfU69wVbZ?S9Y+UflCdl<*kRJ=mb(8eldDaElG
zQAY(DbR6(>WI3p-X<2rm5o3P=WJ1@G=^0i#rA{BF2zsTexzyMD$s%Hd0iCNY6+xEe
z?|^N-1o0Nn2f+Sq?c%)0nrgaTh%MlzVG#vbk3!X9$i`-PJfOCH1O*0WIKa|Liw(gU
zXd8ie=nHnA4+HKFja!Ahl&#dotX9vt@Mf>8?BV=JfJ_Rp5CDf95xhlB4s%BZ8?LnD
zK}$&zlUM2M845~m1~LO5$D7Eld05@B^_l|!#n%UTlcf5itfrU&nTu&+$d+veaf|yh
zQ^B0-d%{_?nIT8_#sf5^F}&kOrD)lxGqvye=r&d%LnW%*-*8wjk==yr&ZEDimVFY`
zE>0Dc@Wdff&?Sdue57&D%_|Tuexr;eiTm?EudZUK3bssmC#S+<ZQWhDwR!dS-J9!o
zH}7A)eeW&{m?b!xc`azYi^U6Q(GO#S!xCZ+Q&z=V2i+ztHB(Tsa&8*cxpQ)M$TpfQ
zPn%X6rH$sIHnLlYZ_~57ZFcysn-!td!9@lI-gJt2U+>d95S@;_x5}wb3qudSSyP?4
zSalu-S(TYVWk#rwj-XBuq%?L%sL+&Dh)x_sRfq>a4_u5OWdchxSWo6Uz&*~x&WoB0
zRyXfa&3S?+U$*Hr*Hpx;uM@zPQEKcaG+kDSBgx^?&L&GQ9L;3Jz2s7ud1{OtX>nwV
z7jtd>*81HWtM}LN@5eW8U1PEP1y5LxP}?9Jr!>75^erx!DnwGKU+Hougt)%4`QiG;
z#`2O~W4y*x3#YySa5mGgfK>ZpU5zvvvM$!i?A0jdKHAbUDT3*KYw8Y=$hMYJyTODw
ziXgIOP7_BPJ*6dW_L>8vG(yuUDH_4_iW;g-?HaHxb!r8+=<r!qmcCjbGa84RJQ)oc
z>z9P}S6YK4NQ|Y{7Y*@neb`%vVax}Ik4v6si)eX~9uY(AtM%1^d>jA(@yKPdZ*A0V
zZx+~OZfl`(DNu+X9ZA2Y;31CSD4An#n(A^oJThQzgCu=VkCZJm7<vqC9Zd@xX>D)R
z&yx2MjpH8||5Ov#hwNLPp)2gj3MCh)FlH@7xlY2A@u?_tj+>>q=hR<@FrCj8MOMAR
zMG9rcCtLa;EnA>GIkJnFRyo%VyZam+bG9_)ZO_llnyA$|Nk&*<bD|5YJh&x21!Jek
ze&`uZSKNYuPI*g_=x0N4@6Yyf#0dL?9r%sbNrh&_8G>m(i!Y@Y0H3$evRNOZm|+-w
zEu%1OcoCc0S5X)uS0`tPVn<{7f+c{4%O0gEv$MZyF^0y5oGQcedK6{a8Ky3Sn7p1=
z2nRV9tNEdd8O-L5)PmsYYx$uKQ=uXFyp~qfmK7L%s45NQ@}gY~*`-4xJkl)6WAJtw
zbM}zKpjL6FM;T?qv$MzJ-ChfRCL`4;FS`<0R=eZ9R{fE#LqQ(OXFO3G+dGK`vLH60
zk}D&8>f3kWA>49Tcl~x_-`n%tOSl{GE_Z?wq8gOzty&;%2g6gE#@AoYr|919wQ#{$
z#bkoxD{cuU_3|FeitSUk9melPQ}az`+xA}=mWMX%m*zTN!M(DU=G~j{AMfD41D6a4
z{Q%3WI@_t^okLeBH2??r6#7z={}#W8_@W42)ts}NB;`vW2~b+RLF#m<>Gy*knc4$K
z$fxggR{;-k$_$t89lBP5^SAo-Q4d$N=(Wn;<R&>F@K>_gf#G_$4h#a8)@$t-wf8pr
z4&W+=^Q$WW1VDxSWN{CkxJrQAtC+T*+)@(jDoLvp9|2iPIhjbx4ALYSn<@3z|6;Yr
ze*8^vG&9}iAD^0se;<$b&KtNk9?AP)(7Q`_1oe&S9rH|mk>?YowR@ZE_di+v<i^_8
z^#sx5`YFN~b8ZQGX<YlUX{q!&9c;(SE8%{tq9r>=BUNqv08-MyRPX^I!++0ONvqLx
ze#LsMhaz4cX13eoMUvNB4^oR$8xNh7-X)LPvROE5m5U*&bJ_1~J#fo+0s4VUR(ZMD
zjD_SLZvG|R9{a1!>IRk%&D^z$w6?S5je6LnB;oLG2Av9&f<+=eWi@vUF6lOTa?E+r
zIqNLR&&T{JXPH>s*e{hnX$2+NM!;DItE^wbqFRF64(}PYfTv2Iq<fJZumalc&6$Ae
zlLD*4mk1~`C)p2z{S+YSQ^q@p3Na07xpxSqyvmg@hSGvrQk<WL?;SBEAphvk(7zb8
zySRW4{Sr)i1Z+d)e3r;L=Sxw>NTy?9w@HKq%%lj9;piLvnIfL<dOJIQRm4%W8REna
z)5#ptfK-Oz&Kn;{c`UttkvyY)GfR%xUdQ6RYF?+s?5mn&K6b|#yJI{?cZ|e7-^>no
z>o@+^Z?653i@*Q9ztH*afB*1}pMB-Oc<ER7zyAII@z?)c>Eb_LIQdJ-aU1`A6pjy1
z3XdnynLs!8Sh5kER`j}mW-s9vL09H3?w09ld7_x`&QOVbnw&^_UZ}KbGL4+DPBItW
znTe#UfFd38+&2;P5Kvk1@2JPX34Lj47^p8J91b%$bZMt|!5#X@n89YWgXDzxt=O>0
zu6y&wmPrwh7FADei9JzFMP?qXrkF^&yePKAWZVTxTbsk#T5Uh9;$R}_;G%d8n_cTJ
zCMec#<mNJwbSY9yX`7DSI2BoMR7+&RXf?0$UzkWUn~xc(!{OcRW+sXg5`Qp(8BL=g
zDgZ|3^dLfw9=3j@SD~Dti8)A`6)KkOKuE*!h>~qHUHVOtG}}OSC-;A{LMJ-Gw<F6>
zwh@J8WJpkN4cH*Istuf&6swvC>)VSiSpZW(+6I%-lBNWzsOa=_A^D)JPd@z#fQ(dX
z&77pTQnH^=pXT}swa#k&nXE*0ZIG8;BoJLcwFk8>MjIPDs{w^pZtVB5F^YB84`(MU
zm3U6N(qv~7km8<F<K~!(UW{{+$Nv;=>hRy+V05_ee=2AD{8XI$`?E^JWT%wZaqjO=
zMt`S1Bu%n8^=DJ?p}#*_pZWU}?2%%Q{Cy2)QzZ}lYPiIWP89>jYNwH8|G}OI#=5Su
zwVT%h;qYkFsPCWzps%K!DKBW+3e2@&T8`$hvVfMXPjxg|grn2MF=JVwSHzkz?2Uz%
z52iw-KNGaVH|?BEwrp@$np0JSht-s396R9)e<qf8m@Z>~L5+qvcMH%dz!#xKEzkz{
zw8Bxu-5z3+Re`$H@b+O+-*Ok`O54!>lFu&`vlW7~BqsIR`M2nq1bt^CI)32MzYBB9
ztd5_w+m+bwaCUj>k(J)5hm{AQcu#jJzf=_LN_bH{bNgjeEnyl$)s4im&AQ0SFqJL5
zjhgix0E@OmmkgF?rn4Ai$mMqHz*L10(`DTo*a%`nry9q7%MSNT28JTlcS9{t!mQBJ
zeX1&pRVlr4be29-M}8e$!Vq3IU7N5|CSLua3NSz{YjK-KUo3DKW_R_@oeRJXhBCiO
zYwyP%+^@)C<pSP{9hm2l=^G``Lt;WEqZqa1ZlU{)qY<n6<mtbJLTSGyzG$X!KRL8P
zPo|N=A36jJ%k1q?Y>vd(?T92;JxqI~8@63LB+EqLgq6dvW81B`YQ!1dpt64yDXTau
zsP7RliwxF=j}V+EnQf+a^c)X0?mky0X`-}_YyC;n&$@o2$97(60k6B$Y&BpPh224E
zdUo5Nt!yvKxZ^v3(INm_mjR?PXHlX8b0QEpsn-I;<3;>mh<JP%w+BEP#nnNDg91;J
z|2AUiE-zJT)rE@4PIm>Qq9-#g%QWseJVpoy^8TDI%~j@VLa(n3sKC>t*N+N3*WKBv
z!j)&Kyj)sZnyxI(n2@_p?DBvzjckdhttgJ6R7By8N`0PQ?T~Z{vQC$lr{?BGQt94-
z-6t8cP3nZg$?F&)8nWSqJhP>RAg^78Cflx0DC9G{y@Vp;Q<`(YWXNvBoVFXT$+B81
zr-25xOLlX_2V7sHWM|Z*DFifX`(k(e!Z&-3I!t<Qhiwn2ikEi1uvhaNjmzyI?D|2u
z>VI&-{kXo@g$wOkZ*Mnv(5kza>VCIYs(LN|a#cSo2b~>IuC%Hh|Dn4<7y-L}YcFsw
zLDzyuWn8rDNBtP3$?AP2MO_5J_8`|JO}GU8xjVNvZ+xm^dtg)R!HHEv(ieUr2EVd{
z&9JhY@hb4GhNmk$TcIur{VusB>mUy>(h2ub`DPKQmk;XXgiRjCRlu;;DSQM%gGlTR
zin38gHrRgRh(c{J3Ec=zq#S-@d0}}Ok-rz0mnU5o5lh6()YQ@k#q;EljDl~hudlmz
zBu>d~6=VYCZ*uwYfyQNU&8r~h2{NqWO1ei1y&}{M^-j=gvcGmoaoOxv%kK2l6jn?X
z<RglG0dHObuv9+iba?EzpTMLlcxa+CJgo}VZR^g$Ie5vNnqQh;u1+m%*XC<W)3de8
zRCRi4W`1dL+bq2$o#PpmzkDYMqaJ$2eptS;-}N_v9co~L9bHqE$x1I@tv7rqPIjfM
zUyd<aLyVRRhNOu+@K$=V#Zef&mO**dT-C;9GDR5=ATfhT2p<u03)sTH9xrnrw-EIT
z3@`Q~Yub0RNm442sIJWrv019UhM06X7jpP2$`tlr$;ou5Qy17n=eZbNWcK2`kxWP_
z<V$@t+-~vl@j{%a(+R{r#)&6gt+Xf@l=@2~VJMkCdo#w6Mp>95+m}<QQlxt}Ms~w2
zuJQi9aXY1icng6fg?+pm%&6*{8?VO1NMZD1oS+lX;wO!jC`BcvNE~ky=(CB*ph+QQ
zDMGyz6AFNJFk!5iaT}lSn|{-4??N#vLMM`U0n%H&>6?KWuP{4B8v7?Fz5?h(s9=qK
zlk<E`v@O5cmU82RmQqq$Dn7=TXkh)fwAGIk6kmiSHKnllQeX&E3QW`rdNC>NT&%wL
zTCn#rt6@AB@PW((jJE})q=+Z`ws@OFYb9Q4%|NW%;&oYzEo(8tco(W!93zO24@|FE
zYJBp^7>$v{D`%QDMiZZR+yJrkxRh8P&1{i|mxIL5+DeGS#slFkQrem1$Dy>(BC^Ut
zJeEgZWEJ~3s5@C&{oM6UJ2iG#l<|=Gl&nV^8mCW+ghosZ+fH2%u@pQi%O31Bd6_<F
z`{uz3EpGOq>(y=S_y{e&wS%MiG>{^o1E@|_J)QHV8eYI{Z1dRVYX*snGgHet@x>r4
z>AXmR;=^B_mnG{tQtOjG1eg=0>a<~)XuyF#rG<a)026Tdm@fS-PERr-$J~gIwnLO6
zl{;v}n3o?^x*h7bSpWe}m1Y-~=4Pw&Vy>H?YFb`|c=`eF*h%|x778DE{E8+#!~Xdn
zYa0D<xFS-rzGiVNUj-5opoXsC)D!KCo#A*7Wb{^MNh(O9<)$}Wi9<8|a(2m^_3z6>
zafYnuaNN>_!-n1WnnzgMREDpl)Rr!|%{UvbbqBCHXP0s<5gKT?5^`9)n!=rIGDhvI
zL44jwE9Yj9gQ1StUPG|r5cFj=b0wToS(kQ@+6~Ju)|I-i%D4Q7Bi3*Lo7e5OWPJ?u
zOJ(+-8nK|koMJ=gVEvWDLPZGF{Y0mDxYC&bP{S@0xlG=)+sc$6V`0SR8j6{UYpCnA
z355_{agSI~9*>w1!oP19KjacS6f+f4EK#EaHsLV5Ua<QND{nmtusLM4vN^;?yyAVp
znhfR?8~FENAoIvKN7x}NlEWgl;%e>(S=$Eji7mHM&cRlKp;)P@a$L`tXV|O=;iBOu
zD(WF~rFWM7%dz;ylV!3!1B_FzMjC!AuOuFS2uC~pLpFW}m*Fv$dRCX;w+|(OjOI?H
zOZY$k^7+bph*nO%&l`TY3mdCexL4nINt;h$+GZ3$=}H4fq<!~8=wHKKc)nJ4K{10{
z&#9S+VlO0;-Ch+A)WL&3g1!qB!$DWzuWOSacZ0*4!+RHgdtTGMqzqT_`?9_(;X4@w
zk?s@flE=?3?}?!0%I*gjh%zCZCM<`04X@e?_N}WMkoSo?%w5mBDb0AP)3{s-{W8YT
zLkeMD_Ilz+t}Bh;aQHi#&~oqzqdy8Q2M;*)^+fdbq(r1E;+due(OWrpQV-(C7R5Bp
zk6kXYRE8W!^mhi9mheC~!<q|!ZoO8kR|t&6UFmdSBB(@q>i<Mc@s{hGM6!1C=^6=f
z$zVi?JFv^x<6MUSV-<s@3Uflr49sZQ+PY1(gXBnR^``#y9-@cWk?0|gI>OA=dJR~8
z2W{M?;e-wdVCHLl-raJsO#bV*kqUtw%Vvrwg@AwwmJ?Cv%f+95+j=Fv{cZOOE#<%m
zru!a75B55+bnJMYeF+bj$Wzt}C-UlVCbtq5zWG%T@&Q{LR_s7uHVr^#s%%7Fg~=SV
z2dr$fj<9b4zD*V*`+<~l(2(y+^1E4LnjKO)gSKqZRDQG)97k%nTjT)jbbEN&keFcZ
zW!G*!(-PF+O{mXdMejdiI09huwgBmi9zzHRLYjs<0X(DoDycWt5K(_qz`%Sdsc%nJ
z*F?44+NE%VD3PQ2dG7gY$E$VUbGwKy56i>`nX6V<?Mo5;xJwlaD*fxYf(DKQU>vMP
zOuj#?@6{)7^_mp1^}b#PFWz6d|1l4a`&+sISvz>M3L{ABOKd;Xa5FD9H6<L&wMRcG
zOyeyeF9Jst6tOKx>OmlOlF&*A>xeq^+4<l{ai!u&9K{E!For#F#dZ{O;EHcfV*48*
zu}-+LCX)2%%of{$>15q0vCXrYIf?D$@TU`*oXNfXFk9xl14FC<WCLe4K&%ZVJ>G_~
zM$ja>5n^L7bwi!K8IQ4zmzbhJ(*@EzFf+kCQ(xry%cZrC*H^c0-@Sk3_PtwcoA+0*
zudjZ%nV^1LKSe4lI%HqbW>1?;IqSR(JGLcf!g=0#!I^Pha=r?4uQO0se$9C&NqorP
zqGdm+;xNdm^^|P0GuTW0PU$66l=HGtiGdj$E8U*ae4a1WfNOwI!mU!!X~O|Z*1?Q&
zhJGxEhZH1&6K3%wZX&sJvg-To(ElEJ@oOhwNdHtiM!;$Fj#Ezmv^y(+yr6c3T1>-x
zLNyEB8(>eYvT#dt7HOoIIGROdyg0Fqs0O=D#8V8T_LJkom#$EvsJm7gJAtf0o4y2R
ze!ZWD{AuobEdl*`t)Jp<5OizCa3+Od!}qXn6Wga(`#G#U+}vGV)zx{WKmGdtwn=`Y
zKbajqcYEfbmQssNir@ghDP2a2kXxO4weCqI%#_Buiml}h+Fjn&Oy263<QBXe?%+Ng
z`%T(DYQnF?2+0YL_la;P^IKa{yz+R>4B52~3<xx*7vh{^IDneO8m{KakM@fU@l)G0
z0Q+tHjdYo-o1u72UqoVS6*_FmvBd`ST8dD7&9A2cB3%udyuPH)c?FA*!$2(~*#ub?
z5dojo>k!?3VilPJ{Zlb%Pu_&%8Y09RnX@=P=I0{M36@+J&WCS&f96Vn``Qjgelunu
z&(IWu4V8Vn#(-WS_Mt|<{F0*jm^bQWSX>bBm{{*IB2g%7Dxdds!3@`AQq+z|C&f9+
zeoiMcDwD})wu?HIF~m%2e2W#&iTm#u^3iG9&qHq>*^_CO(c42FoWic*%h)|Uj~CS|
z*gd=|36J^ngf1_(G5Aun8_*GlO6(d<ZiBKhz_g`dOMj<J1XS<A<52x}KC|6~jI?3|
zKR_>Wjp2j2d<+d5{mE!`tlbCWAAvFh2k99)<I5h1CwMA0QMB*KUIe0L#>l~<nO}pJ
znKO($QQCzyKsURX=M>fV2*Z!{t9hibNTb<V(x>Na(wI*KlhLKTh%TRw)+=T6i8@1l
zORRjf{~WJ;X0aKse97_h+5JAu$|uLB@yciSPqZqS4VHPtbmrHO<H~nd@A;|$!efSX
z7>qA`XLLgNdD-^aU9Y;=^lx9%=ktMV*LnMp{f;}Sdrs*So};>AgHdo^vubUcCfYd+
zrLh?K1^c`nX1Ic+<G4B?$4A=9=97K6nBc<&Zkf0Sx)J4|cJfB-@j3mo%vc66B>lMV
z=^S55Nh;sQ%}D2J5LjKqU!Ry`F@_oc#Wv)h*@jwPf&)hQh=X>}^8TvYvg!`T5Cy6!
zV^Q%OlNO+6Fw<t_c_2B99+Yq$+(9<!<dT>OPxvXj$jTg6HS(B9`R9olx6<B6sLqKE
zPIb=X7RWxmMMtg-K-@tiQy;mw-FYxZAdCHjQ7zys64Tn<6AiRfeX&hS-}_)=UlT?D
zBrdvG2eH+|Wjyu<I_sAWL66LtN?l5(HB$u!P81-k=Q9=P_ID7?b*J2v(|R8oty+I4
zHHO|8l6DM9`xqf<jirh>0?5MRp8u!E{?;G=?ce`Tn?L+le_`=Y{V<q&<^4PN|JtAb
zd*At&zx?W7{nP*LPb7wX;^&isCwmlfM2pgl?U=&QrWrBf+FoT3pp@n6w!B{L@N%CZ
z;KU?+EPX=ynp|01xwAF7h0qj1=Wcyxw>t^X_HL==KLqeg!=Kc=s@szU6}1fH)bg}$
z?XhGdw3!~+Z&z2nZLd-K7(jK{3ju?3whS!VD-57Uz+4KIQvf+{AwY<Q)2WS@CW=vZ
zm;b~uCyq`FfHWY-RXNr%Y<qS9Z2&u+UK<uo2;BjzA@hQ8$@%K7iQ)zz4q9PU<dw~}
z(rgLwFJYZyQcL7yNm3c$)s<cs9=VaAL)!IC6lqVUVEa^NZOAjEJ)^=PQ!SwW9ooP#
zHR}i#k16>_Gl85at_JP>4$U~-ZUgN~`^%(Cr&QUPiE5-lyM=U?L{$go=&PK`K`?gL
z6EL^~Ef#6S@01j@Xvp;+n8m=|u443Jm%lH=jjn$CEW3bByWa}hVO?=Yt&?Vu6U8+@
ztaR!OerGTXUAG)H^P%k{BUZSCL?~st#)enIsD_de8%wx6)5+8fBO6l==3<Nr2b)($
z%to-Yj51jjkJY0rw|(h`lYN$#LvS=#gy}4e5sI<JjCdZ}C^KR;$T~Bk%xoHMH8-@q
zW-7~rTX3ebI})2tT5{+T8K|e9;IPk=_uBPU_x<-NMmd3|x~};Rui)74x$<1>_d<C-
z_IoLjjt$SEML^hPHp6B3!!E_r=MujcVhopo55}mj0Ga4`C1?{F%v{hn5kTEKv=LwW
zvp~1i16G>Jp>3k5cx^Ij2EUyncIM=mJX#8GLy&s3q^4GA9Eji52AmHe?YO(R0H*w1
zvtbzq<y+rFPAa8kKfJekP9<I?fbS~-><GeD_9CIe?B&{BZ_z^PDlZkZ8C*@E4^(6^
z5N`m-d##?=h(NuW`8{?~8HqWpodIb}o-Kk71<+I%#?!o$g2go1%zM(Ts-N&LU8dJz
zf$zZp-?p&^Qk2)|GIsWwuSLEJGiiopO_liuK|mo>zSPp6u&YK0Axx51WnVSWV-@xj
zxcOxD8j@UwnRUqs5&g#K>w{YXn_0&2(iY=@>I#K}OPKH>aNa|*+Q%-J=0BVX2o|~n
zhXQ3OPeQqTa$<U5<ty8B%4~3Nui>1dA-*pvF{vKF_I-=U&Jzy}?i;5}8da*1fP8`@
zOwhxGZcG5k=Gi4Ynl@m;F^<4}rT|ocv%y5b@F`J`V$nbkqrvDu<@Up42n+$}C3_+o
zeX&aE#w~3?Bh=%71$wIuk0qQxT$gp_B`hQqq%cAQCPr6~M}W&!rRXV;hNB<p;KD?P
zjn^X{g<Y8Yf7C-YcrwskMU?%jc12i4Z^7V?hl9#2DNye#U00Op+RECNMfoAD2^qkL
z4Ob$vo8C^ng39h%j{x#tr;u+=I&tB2gF$0)BIC?klwv(gfmDw8Z89WWBWU?@F%hK^
zpR3w$gu0B{1M4VWT?%q5TB)(ZVJ9o5Pcqq+f3eD`n#88ETnnNiQwU%#WjW^Ol4{2R
z!VMUP?j}I?s`bhcq*-;)+Z3^#Wnap4b_vRSBC@p4r+~9TE<u*SW`igqr*ko6S$t&c
zY8(&J`4}>7sh>}kRhTwy%V}Mq$Sp<_WtF1L^77k7(PVMRD_!Ne9+vb@2hdUW^a(o{
zhSWML7J*+%q-*Q?3(9Q?FH)h#($Z*@bS|5t-l<^eAht?LqoRx8SV_iXw4_tq0<7ql
z@MVT~hH9GXe=i`ks`jr}kpQqAEKdmrzFK<|8MIBjLaLuuq|@bvsNW51ef^7<0(pI=
z!t2N0D6nByRS~3mdykb4a-ZhU5$9oVrE+=PyS2G;bzS>}#CgbSr?xh^TyEUjTEBa1
zWy9jbYOYUw>;<sL!n>cNPFS&NY3J5`7`P7z4IeMhvU?kGa*3*|JQiWz$UNwj?g1YY
z*T#}CLz#mPfn<Vn#p_mfkrP{u3hBhy|E}Ib6p}hN#Mqwz-W2zbzS|*pTC=}Ucid{T
zLESj;Z5-=0?(RG*O=6h{B7i(xXzsY3S7VFMKZ!92$kUkdV9MaLjVJZcPN9-beT={B
zTGJvWlQJnvNr+5AsYC=(P&ELURND05o97fRmZ@cCYGh)WMgjpt@|L7<BRuU0mCD*j
z#oz6=skGuor&lqQwx5uhwEg?zxRG>95}Qb;JeO6L+Fg~VdCBV}C6D#S>dR&p{*)AL
z7_B%OvuHKLtLki1!nUq|XGy%=)NmDwmrAF9_5Sl(56HV=pIY-~+J>%=O7@bn%j_eF
zHhz6cw2dQ;Vr#!?wxX#-ve)ZR)H6!&yQy_(hL$*bwpQ%3X$1KQQ1x?m^cU3R#({tk
z6N$JB`RvU<1+1!fD+nSE|EFp_06rQsC53zGhEa;5WwluZF-ci<Zcn+!;5%1je)ByU
zBF_vGS(|W;(r!&^w@8_ccC#$_h*8e^D^sA6b@sx0<2FLHclgk%u4}?xo6d78YKyXT
z;<)TmD!EIO;-N`p+h<HVPcG;eD8C0uPjb;Ungx`#f(XXVHqOp?p>=vKQxkH=ZhG+j
zrY|@@<6t_)g+k}0UUx3=tN~Q)`UJkKHcH_4f!nBFl!G{q%s8!T=k%(A?Ys{dfW2ND
z%=a06nnK>I_bZfL?8OdeHiY%jbwL~+0Bk?3x8f&dtg|Fh{NW`R3b>r=auXmn5=Dfw
zcXqsaqlLvSA=Et;On(=oE%5z=_i?GF-jLAvvCdGD47Z=Vpr<tDQAMQ9_sA-W>z;px
zA9jvs3`McAqmufEGd+R92_+63uS!?YWN>M<lweIH14OPwQsE(^F_}x}v5omCfB#<!
zp)u{F9E1Bf!86|FQGX`L_{E;FUAMb8kuA<Wwg<twO&*5Q6P7WY+C^|gD}~*%??(1u
zylr>g2lcSNO+H8F>I=~F2**uruw%t>Qu63b{ewZA1}WQ`emiHXh4R`~dh3F#_G?rJ
z4q2uI(3Op-qOD+hFh$CCCC8;!IHggEQ*9oNcB{=J(T=rwB+9imkAj_R^9XnsOYXIK
zMB-qZN26VA^GG5m+dQg-n{5Uu?IT&aWE^b=5wfdo77<Ma+EbW;4wMiv-=sXlu6O;5
z+0AG%%NYM`XGw(&SnP--Zw}CypGh2}hMf;;E#TU#>5pTKw3Vzc$=?@EW06C;+G5A%
zK0npYTZMwyQ$_YsVi9x<x%AW5Y`Y>n?zJiW7}@)1f|FE2drw@s^D$&~R-%ua3q>-F
z`t1W-z&yjJT#(u;hvQ;}WIHUUevj>M3@cld_2`7SI&9(T%{vL12o5^Yt3$^F%jTK@
zqh33toM{o-t{(+YD@fbX@N0U4bYL6ql}8`?Q4l#hRNH65^swXca}}^H<}5T?yfuM5
zA^(J@$;~!eqhHjTUq(Qu5NV5ZOJ-U{ZW&~pUL@~^DCf)VPLpG+!9WxFrmM@<*=kLE
zww*W>3gsu0bt`t+>pTgeM{W|vH*{IkrP}hs-1JP<muW3kcCsPfh1AKdh)@lXS;&SE
zO-M67Me=OH^W@DJGe<h<odi~NZMin*&2CE=yZlsBBVpEOF|8;Bl4cMTOdqyyLK-P=
z5T9YtT!t-c7+wP)Y=$jr0GkvLn>f<Wu;mP7lme(DCm891BvNfgPYvdj(!TnVErKZ;
zwqnEZ8XCoC*g}V97{~izKqhn48nIc2V3pFzap0z5>o<^5N*~MVaKvg2=9D5#9LVVq
zwTd&!gI*eLRm|oP?>=*GwUM8Ot;Z0ohJ>RUw#1>?sm_<z+hYPx)+6pQmntu~zV{!!
z7{`#!W5{MTEQ>%6)Sjec$mTI*GlHd#A)5h^JhTe{P?ryG@IQuZrbTEB*-Yr{68%Rl
z%gz|G84WRpY}TV8`$N<mW5{N-k%g}DnPI}nHr@hFEK>IzBc-O`-O~f<nK5Lu<D{IC
z<0t<Vg191SkbZ4|qAGqSO;vOp!AU<w*%RF+)0n{D(7Kr+54G`{r5@a~PyI?H{?`mw
z>)DU;tH?8kY(_5(0H8WFu+PZ&Q8F@QHB11Pjv<?AB94JeWtcq1Pl3gXA;gU#n^o8f
z2I3k+Hiz5}$FN0{w~Ty_A)D1y9fQ>yuZ-l{Wf>8uq%Q(k{TQ+t0quBIu)8~26_mYh
zHo=g{iC-wN`Y~j)Jyt#!-(|Z#;5;#gY(ARal=Wi_*^Ks#ZOA_}^_*<~2aNE@HgG7M
z@j=V`7_vEk!pKC3JQoD0w=ZAc_NtHKF+C8OEv52dOO6fBF=X=?vUy=?YNqCUmFanZ
zetNFDyuIvuOS3iKU)o-%)%@Dx^z7{X+~Tq~<1Z{#m*%``Wno*4lrK;F-tx9LJ5!mT
zS*T7|D$CQ}HW+PJXBX!D%DlhqFIBb|7N?PaZgF~Pai+H5&n(oYyfI|+7_ynyvZH`o
zJ_;UVVB`^ik@Z{X32Za{${a&Bx59^IfY6n_-UnmI<}qY*r>mU)$B@l!Ac1y)?iF%y
zVz&lFL7%}bEKFYO>lm_`O~V9%C>>vU4B0$_y{5Q_$6(73Zo!$#ZVcHxhHO^Q9b?Gm
zF=VsgJTX#`hL5q}rEVs`wgC?{hHM@~HoNL?4B6Z%k0G0REZ88`g6n)`4B2cqivTib
zH;Yi@fhJ3g7KIh0=Am7R0ty{NHtQt{9~L&P!ez?9fHOG&8|eG((Epx7KpR6ga{vLi
zw5GwM$B@nSFa(HaiDH3xCO$zwG+CF-Z0Qhoh2z1cK#h+fn;B%%Og;J{sET9A<~Y*x
z7_xZ`*_?+mJ%(&9>CjeH3M7G*#H_yqP$2>7JBDl?LpI|@or8Ez@9|+FOf$9u0u)TF
z`cY2Dkj;K<AAlcY$mV>wT2b&13sF0UZ0?lf?zPf_X&}@B%9TemhHOq>%*K$-Y;N*n
z4%wUlIXobytZ+FzWV7KE;Vz5S?Bj!MP7&gOkj*xyql0X=xgHH<v*CDzkj-(PhlgxV
z@H;eQbAlfNy&M5#b3W6<POm2)vRSO&Ct|Sqk)v$<xt`iFx1!O&oi%g;VLKnk|HdKL
zan5yG)h2+QX92A|<!#T*d$VHs>?nT>1qhA8MQCK|QnZli@_c!gGR@D-PEE`DlSD#{
zawWhsXBU>{W~=i{l2NKR43Kl4)WR=MNTC@Zl8|M5ip1Ff&N*`Ch?gOiv}6vpvletP
zg{hG+&4A+8bV7BGZ)k8eV?}K>tcEW&myO}4zKAzRhJXd>1QGG%#*NkWTbt{e&BODR
z_uRVymO*#J4|glO2yL`i-*;!Grj|+wGCWgUL6Bd6-~EsxBkuYS>IkGbGc_}X#F?23
zl)4vE@@}uX@9hN-Vu`IP0xN=X!$+v^)?N@L>f-;p4y)#F)VDhb^XP}rg(4>ACA_%R
z@5{ShxaT(-<)E|kL7Fg^JQncso(Nd3e9>Vwb)Ofp<N)xA{)+f=TE3nDnkN4dtfnD2
zO$(d;duyN#s8H(9^8+(X;;y9Ui$fJH)dd-H?+naL7D^~dG9<?`3-SDV4dK}9K4OKc
z2_|LjZbF-bpz`}ZBDDt({Z6gda1mdR;v2ib#>aR<%(PuZeD^v&1z@Wd5n<dzAlS;@
zHiAF9hzKcBzuI_)FxzgeN71zL(W+3$Ys3ld?w562yhM}y0!Mu&NqQB&8PbVTh2kRw
z0H?@LfrNx8%py&a&6i=Odi37Yh5X1rq#6gpd;5_~e?S3b`V5b`c8UY=Adawd@8qe7
ze+tgCmI%_8)}ztB7Gz+GfX^U2Uu(y21UuzsRr5N1cYS5;=6dwNlyOY5o!eD|zih3z
zn(742;EPE~b213`!lZnYPqQjKt)E=3`Lnar^HVbmQ)5T8+S1fwWdSa7%QLcLyu9r%
z&d<-!)@Cb<+un3_+n-rps(MS)wdv~g_SAd@F+-NC)g`|=voO6-S>CQzYt!>H^A&HY
zGBxYZ$p-Q=(*3!G+U)ki?6l|k({r=4+e^!{@XK3xjE-o@wOz+FF$<#mcYg2W?1z8<
zKUsZ!^5pNm^Ot||y?^At{lmAP`@O&4{Hbr;e)G!T_<0#f>7Pg82lk}!cmjQ^bfb?Y
z8^KdfFPl$)_ZHkt>|no2OOHUmv_+XHevGKp*e)0f9nojP+Dcq>XE|KC3O0*<%MSKD
z2nXA1S3N{8M_^gkto?4S-tga=C~nj%h~OL*d}VVDO!U*zRS;2$`cyDcT<LXpgN_j*
z?QC$V)3{s-{c>;YU{*#bXE@ib2JQV(9L%Dd1~k3-%ROmjX30E$W#q^{lT8$_2Ti|?
z{jYTYz>WJv@k(!}bl0b#$B*5+OdkU#ifevY>D1xUh1nC;dgNn4l=Wce12WYl#6`ba
z`lR07Wl<21*?pfPAR`zt#}+paW|9x)%5!mwh4Os-!BUc9dMf?|5uf8+5oNi&WHVVV
z&y^SA4;IR7QKAJ~hSv<ovt9MJy+$cols<TW8eyEN!|RP|Y0CsISItayUw_o?c%{vt
z*QxltutbrY&8mbAs5G<Lky2iD{^y9!1A^O9_Vq{Y0Oz>UO&!ZvSRyhm&SqsbFv>U8
z8Bkf!UJpgGHL@Csa)cd3;-#ON#(T>uQ0QEFh8xPvSNd{+L-<lGVjT-q(PHgJ=;?`~
zHdN_gf`oP8tM9wJzQ-*PnHb>gOT{;W3cDj-bO+A5EQcQRD$ys#FUqadXbNw<Pcy^e
zjdlT(%E`K&Itp$_azk~rf{YddG`*2ft(2RpTO)<-%;cQ7tr{(OXFAuk8>@{Yke2yc
zw^m2TGrGC@=qTm1Z?8Tx#z!$;pZr@abEc&$BK60*qtWiBj1q|yN6!$?NDuR(D3~bx
zCq)pQ@uz3yU@T=0b77RrNEl{(N;%orJgMBJ7SBJZLi$BqmDRSF7iRrM39*@(VB`=M
z#~%cBD7p&HDO}&lpCmrVTY`^40hgN4tNB9U3@ji!tKuO=9JkoYGt*1)M7gesi#+I-
z=3R5ZaL=#4XD(;v-Sz52uTynb%I=3vze_rF`g=R^*uCWMQS#*-*d8|c%%TXLXA_kA
z@hRHRd)p0Zt26ZcH2%|leHs@FT7P#M0Vi~&PUEscUpJga_4U_N&Kc>IQ{bR!Pl1E(
zt5bMpXbp!`;2@3VIB&87a&i)TrQO~()nHOpX;O8)mRo&%HJ3Q&qQV9Hi&=%}I|?c3
z!ip<*SIbM-yzSI0UZb(^_FDDUuD4ysDZs^{++$l(ooRcNJQw(?f=>7K7H%@s`JOH@
zAmszU1*7Lq(+zinUZd)^g0Aa7s)t=s1wTuJzW;WD24&v>9W=_3!{m|L|A;?Dp4|I~
zAF+(4co8-RJ!w)8_(hnS%LqN0Fp+q&8n!}c9*p|MTrY^i{zMsXow{aIq-g>7sGwuk
ziZV`txcMsYHyfJhO!+~*S+4ZLZqU?^URb@pa_idq#_en6rq|i41`p+)>{&S%#vdE8
z$M+Ru;Jn9pUlD&%o0ZVr{Lgy7_IDTmZsp&9`FsEH*y^u6_22!oZ<c;#?H~VFfAf>S
z^n=x}gmw%jGjyXbPs$a;QOGgA3>e`uKo5Z@u+8*~;^ayzeoa9etRihccA&n}is8iW
zqWB<wb-~;DVk3U>K=%&dLrO(M4!;jlDhg?dt}IZ5zKke(@w<q`UbRS$G+q4ftLutH
za>}N+7-CafCtD6x5834wcjJ2R-2G#58yas?=xL32F0tNh7Ax@!f+4r_#c;nBw8Og6
zth??g+s9(nQi?-SIZEDxZ9UO2q!~7fO{Ewvl5-wZwGT-n4mqG^e*gU?QZhs5Y5iT0
z6llFOQlKEuNP#XrBL({K)RaXGyYg&C67=jDDGQl-pdHT0lO^0Dl=XAPqR(1$tth4m
z5MBf$-ed8nY_I4?w6mgL(WVN&`u9_KnAl1cGxX7*RK1419KJ`I=t1Y9VzJinc3e9C
zA|EtTJ+E=m-Rkt{r*_8FC__a|ax&@Lk5Wnvn5p#mx=A0UmY0y4bgF}b9#4I(@^5OD
zKOSjqzjd@P;;9;iRln`Gs+c(204E{U{H#*UW3d4ZsZ9t1Fld3I^a&1b^t4`csXFJW
zI`1+6O1o{*t!=JcUDt$fk<Hn8@cH2V#qzSEP7%BmG^)%gDZaX>AkjHFE;K))22|)2
zsHj>fbro<eq$yyjgR>@V--JRELcdwx=>)xYsIDcJa4n?sbbUyU<-DZLd_XV*OXaEZ
z6tka!B8lqA%^{Uk^>f_-H_V+9Ml5cWRpYJs9h^q#eLy!tB#SO4(R3Tw?cZCuwthb)
zL$Wjyd9gf`UFc@lYgN4lZ1<QOAR2U`aPQ3$QG?aE^|1AB*WGL3z(Hqgej$<R;80>~
zCYm<hY33rR_yxOtSsq%woT12j|G*5ayOu*RIg%@uBPoC7;4P7Up|XA`hKYNWKXh<r
zY1b#Khh%5nnjD%{bXhX|Wl?f8Pnx?N`;O$O`5j`MeXedqL@#xK8xhGm%*94@<c@t4
z7HM}D1yXVsp+>`}&>f$F)n$wW!l7!VwR5`kDR#B+hnS<B^k<$-3xkQ$r+SYArwZdi
zbjCbg)@GW8mkkfIClVeuwNRb0xC&joETKH9WHb^*GA1bIgpZ+^b3T=4r%IpdTa-`a
z5sJf(FYE$Axx2gXd@RqOE`7R5*DX8p;HA>1D~(3*aHY9j-{}RtkhTnA!KA-Z`t(+i
zLgD<|!T}U34Jf{W#)MtRhPNN|x_9CCQ7{y*DIO^_&Yu=8Kas&@3-Q%prGbr&*C-h3
zcQQHJ^v>(T9WAud=>!kMf_YSA7W~lhgziPq^}2!D56R}KV3J?vJbeVt%aZ?W>C-FN
zKi~1XRN1g#5}u=+c9K((JV?4yZ($R@f%}P$*9Z$H=>^UeOLV?2`7jbzSK9TfS8o)|
zGmOStfqv?|D3m8adFM{S{65K4ckVd<hEU+i>b=bm!-9DN?%+hvoJ&H5eq6=w90wkp
z@2jf~FAQ(`uuQCm1w-=&=S!z@z9pQVw>Wh_#9c~QFlpyv98{|F(~=W4q>Zi0W1eET
z-wMog=eAIz0qH3nq#$`0o8+)y64BWzlb!4si+aeRt)4aw)L6l!V%{LLU-Np6Zj|mc
zq-6A}8bvFueQv3ON#b6OCpt@#4??LVd;4B6$vgu437k#IZ_2%jQx0wY3ns}bR}!6%
zB;T`A?p1QH2|5Lng1(}f(vd=^Im>;y^d`JuQmkA$&1p)mXQZr+daYY9k1=_qAWCrV
z3O)A(m5<3yYAUXlN!2}(NO!(3xur#MBH6^yh0Y8fZ3UAYwP=jM`8mmtvBkAV^2c?r
zV4kDJw74q8nUox_BL{Hoc|}Eecl}Dxsa~!74GeQb^d-)oLFRl@c%dEFf|XYFMh#Hp
zt@TFe7fc$@ltilYhb1SiE6^J3t#o#JO?YU91(T%Kl~|&4O!8qZSPLL?!93x$fS)-X
zp~9-ahA2&Z2O6uOq2N_NmB#s#!UZyNyKIs-B1T<UFi9+9Jkj}%<ijek-fVaGSD{EK
zn5Vo7nCH$pp++hEl%~|0U%?7%lDL$3qVq>3AKKSS!T>`@7fdRTyS{X1LULmzT&L?_
zG=1G`eAM&sS)=yCyR2ZS-lSoWN$1=WZd8Xy)ZX>()u4kHa=|32I>Zv4n&iXimwaUE
z9>SRpqu(U+=<g?R79>9iU_uJDjbGKP9lhJbf+2WSRiK~5`E}s|0fmQo$C*T4g_Ft7
z^H$!g@FlHdB{M6yN#wlAWakCRi~f_u8+dJbEvmXn<^JnScV3g+n8j#mA8S7^d+4<r
zc!P9mXuyIY;#r(U=A0H@Xe43cH53%3--6#{STH0g?pBaa<je{mtek}Vytxk@`y+N<
z<gG2QoKb=^BlMWdj1yfjPk1i#Gv~Tcp^vc-)wQ_MBrW<K7|#|A0rznliSrfVfrj99
z9$uN>_p7)3hxAgFb+cf|zD%{uCUo2selRLd@-t*He*J{bbHWev2Q}mQbH_t$k+5Kr
zc>cr_oi9l~tiL9y<2QO$zhKgM{Y|7gzbrX1zL18t#MEzK=KIw<LD(&rblzE~P&gk5
z2MlkdcYL-qq1PX8%}p}T-F^b+DalU~v?>AAgII&28DP?t1pO4wzHmUtQ=wPAX1%c=
z8@Gmp$89>1^OM2{160b#W+^O~1a!--z)o_$CwcIGU1_T~4C=lX6if>5En;cTdy)&C
z$<wscgDM$|25pZ`BCi*H$-9!5`F_)T;BB(!0<t<UNg4#DJ!iDlE0`o6Kk-CoL-Jw9
zZeS-+_4rj~9`lTi5}aQVddRSW<qmdBxBMOTt}tml-V&+KHzX%|djkf(I6+WvV2KD?
z`xxdXoqIcl!ub=z0q@TZ?Ciac8ffM@?{usb=LeDlDI0jjZBe|&J8(TJm=tcySeo-y
z$%VJ~O%JwNI418F%u{}Qo9E7|P@`V#G_V@bT)-xXwcG`h&h<*6aP9~P^c~WJ4H)w`
zaMZ#s%p`H&#S@)Vk`HxQgSvmSw;lGd+o1QhN#njqq&g=hC-y$Xv>9~TyY;Yn7uRi_
zI(w}b3=N-@GN_!Vg%fIb6Gx0XFIv<ue3-zC!%*-(E0xCiP`F?eGQ}s}{*79}Jmygt
zB{;t*^fXbhX@t!8@aFG?*ubJllgukmKY?>Y^3$}w)98gCnv<|e;ueo5I&a$fuuD;!
zWgbu_N#%<rI(x}{pWw1{6~>og!6ZfbOro<b`6!X6859?C`ZkHYS|pR5U$F9C_a9wt
z1YXzVHHn-zne1#yUS2fOvK4q45}Nf5e8(%DhnOMay~V8{oy_rt7xz`80R@6RJWR6g
zt0aL_mHagCdQI$$>rGNVnCCp}t&~Xd29~#R4r_SrHp?zsD@R!Jej$y-c_bugc_s)v
z>?}9DZ68IOL~gxgvU6YZVqRK_SbxHTN#l8$NOh(qCsLy{oCYC&STLzrX>J95>CXF-
z8>9M;a>rM%?XX~yc$CExoo~nTVO?(c4QQdf{jgw?bUr)LIU)IwNYkG3(Mn1SV8JAE
z8zqyS?@C^*8%U&+2fqy>4ThoMbt9F=`Lb}q7|=8LT92odN#XT9mgYPwxzNfw#d=+u
zRBq+Ibf+%4!C6w}9cI$FcN3}3Pf1R^SMCIjeWe>RPx-xKo;%M7HMJ0^)f!!)#>L$w
z9g_`(YN0e5=a(!la<qd=O!QvhVknqPDvfhlxKK}Hb6BfCy4}VboKM0gQT22p*;$di
zs2{k8^^bZ1%sL9@InQ4!#rZemIn<sM`zrHXa!86(lpJ_}-1S;}GiqaC9`pMnN^s63
z=x-@{^Vra<1m~vEqyBgOZM>REwWCirCXwr(Om==%@?tzib5^M$)`D)qr1SnDg~ItY
z;eh2TnSPI*w+n`Z7wmK*r!0J^l~~uqZ!Ys#)!HODC85ViSM=u1R4{2g(i5r9amk53
zM_LcQ>AW*G&$$P!6zAWO97wtAH@ru**pi06U{ZJ{$I_g6$%Pe9r_fXZ<AO=zl`Ed;
z{9BR_ZGP8B3;~>7Xb40qC_}-sB9+GZS>ZzM6Eysl7EI~+-53^3nrfeTs&iIyVoYqp
zyi1k-F)*xXT!jUb&SN5l!ugtTz@Y25XegLueyjEqIDbU)V=N%KbA#_w3g$77g($&k
z2|ZdGkGu8Cod5=O*m4z261Q|b(P>LQ+-%T$tkNx*M|`uP9y)>0u{=aaO0a@?tmTme
z=T)Ic+i&^GC`I396-*kpeInI)C^^x#i8Q@384B+ER2t`x2^UN_R9Rb;#1B^mL&Q6z
zEHY<Gc%eLKj;s0>Nlhxf$QT;ljb~6fSA-L44w_b23p!2nN;awdX6s9Lu1RjpK|U#M
zLf47IL|8B>JO^WG&c7?U(EU7zwsD5=bVifNYhyCm36pu{98HCq#3-+o?EH-6#V{hq
zJYLL045M3tJa)Q5i^ufvMvML}n8!T2q6Ft1p+^EeX1xMw!At@j9GJf(ITs`kwI1?B
zFG!Q3TF*{%UXfgwsFX_|hegv677PLJRnthEMd5*xb^H(RqOf36xa3%x^YfAmYqU<;
z?BN`4o`c)1z)FcQ*&r(&w<>jh4MwsSgeA+GM&k5@1Y_MI*z93DAty#d!(%;z%6V5f
zajol>peiq9lcH;Fr8$2}a$$ztYheQc^HLf)U9^2zFsVF4`qG{Ak{e@PQlWjJUI_~(
zk;iK?+4<usd9}JQESSVtUP*S=BrnF}$94aq-dTnPlfdKAPGWtl<J{4oXRid<brDn@
z<HYEvCzi_qa4;lfg6oofA1xdD>A6Qs3-=f1N;pF`{8H8HJgkee%?qn8eCgV-I_=OG
zn90D8lK+nFR4V%Ga~2U9NDA=YRH=m54j^dWPbmPgHa_aL2yL$f8g(nA`MqTEYt&nN
zY;`G2xAK|7TC;JX)C%rn|JrNc2d+fD6`F@|hHTxh%3aZY*i0!9NnP+8R>5Jf%_iI~
zn3dXf@m_lB)@@Dv;_5fPk=;1o_=YBXAx365&zre5(b>=7wmiG#PgAPR^QqFh&Uk9g
zhatLa-~}VW&p><buI<B&zb-v^>|5)bI^Q#tdZ!bRrLpvNl=t~-jQ|$<u0CG6Ygcr(
z4{T#Dn7#JellXUXnarrCC(+RKvt<3m<qsh#!d0_XD@#G=^!we-t@ZOZm0kPmrFFN|
z!?IO#OL#%aTNd4qKCHJMK=)lO!DP1^?7=~jpTZrJmKF5_o0pxA*WQ(}_S|*c@xr|l
zvkK}y{HrT#HP`D*qU=r3PvErU!{LCAP5s0Z*Ku+hVfH<@vGMUux6!C1M*tpa?k{SR
z2h9>dY2s7#M1>5fHKF1KqvizBF+9>FXPB3oviecp(y#%f5-2U;(JE>=oylsRr=jEp
zo{CPG9C487Y%ksPv5L6C_II&aNmlaAWH0QH9q44kjG{QbJwl!;i7fBLiOh6|auJ7b
z*o3pGeSeK!zs+K}A+7_uU8=v%nlf8n!aO3G-D`E#?D!x@bpAWPP+eSHu1wXu?b)fy
z?DE{=yyw^Er-0TswJ_&b7Zxl25|H~AHT^kZhBrfH7ofQheDR+w2o~UrDKwInOEjYk
zDTwLWv%=|K3qs!zp`VRrF|Y)T$(xbwWA*NFaj~H}9$Pl%Y|jW!@*vX5lQ1Q4v8Z(F
zu=m0jFWd<p8qaCcgw*k}!VcBl+{gX3yt0gV@t57xYJt(bpTE1cNqzx5YOn-VAL@i?
zJv&7t51|IrDfb=#B&|dL->>reX};ZWM^Eop_hB3k8vP8v6gB^gr|Ofa@O@uireD)%
z%#fVG=@Jf0OV}ly8eYj7SoX%6h+@s66F67wNQ)Juub#t>ie6Ff738J-x(-&xGeWX?
zQ+5ef>N!b;i1aeRx)}8Hctxn%TK|V2Sxs+G#Ig9jE|eV~tq#fXZrAP@{cOJ>#9cs2
z!zX^n#oofj?I0w<4`~m3@>)fm+u~ES+kzPto9Sca?JwiyE#7{hJJ>dg5q)7kpb1~f
zTeY9nS%=>$oxRuUz@7(#v{T2fMi&wdwc<T2Dp(HbDo_1IX>U+ky@kRmzI(IYy7mbw
z6*PGF(ntKPBF=d!Jr9b|G~u3ahPTy%6HJ4Fh}oSs=89f&$M=*cYv(DX*&TEIdoX0t
za-Kz6X!cGUebS$^(*ajN%WNOfvz1N|@=A~CkKxcq@S2`E_h~7)Pi>WWtv%mIpm{ul
z{cjyB&8>T`d0|8y@j6nC^tAKEDHpR98)E5Ds|jDUiK!k9^u8{}B74myqZ=0Z<EUxT
zSFMR4r79=*p{6~HBR`h1L~SWP0iJ4_GwKx%IP1!;epFn+_fL77ub;f3iFUDVDA(!A
z$3?h2(gr+`{;=xsC5xJx4i~xv-vs#VXx)ig@g<9z7FgQEr){2|wdf$eEbdmhZ(9^0
z?mkIAyq(<#b<Yj=o7;gIcUGp;I#VEH^3?6kHTzWavL=wpO(@{eD9hRNNJf}4S6vt>
zyI4)?o~-Xt13ae-V7d@iD7w)L0=7HRLw_Z=VwXnT9!-|ZyzyaPx`bzGsA3P37$8L^
ztl?74h$81rvF<*GSG#6HUy-bB-1WochvYwgXJzZU{&DP=?JCfAxZZ0{l1O2%QzIEJ
z#t6vUx9=$m$LWD-jbR1)eDdbX*2c<}`*+EZ-Yes<s%Wr(oh1L<ZG;k-q#w{lYo<9#
zSp7QTWWx_8*Wl@ei_>a2>3yHvaPO-F@O`gYU6{L1#}_!i#l&t0ez&vVCwF__Z#|f7
zH+nl*dnWl;=|R2Ig~<&iguC@-80W(ovYvAT#A=XizE=HFsjW_GN*FwteBgB^=~E|!
zlltYSC}^)t?wh)S)ShZ`wX@%bL9!oCqQPZ9eKGpN1yk0Lzo~zzpiZwfiB*z1qv4k^
zJ9`}h!mlWPRist@N9B-rZj;+kPmtbFm0(G6NKP!%A$f2G_@D>d{%Bl%Iz6p^;Jr=0
zsnk9VKWZ3xyybs7i3T+7q$(%=K;4$#z4(VG%hiCsP0|t{9|#p}Qvy{`G%m}gg(hR8
zMm@%Ii6I7q_ZA}0%uK>9!7u4OldO7<%+S~DIcH`U9mw^ZmL=e;HeuTAwerN6vX>-P
zz#=#a{-ySwyu0P+cwHH<D_BW*s+jpQUROSk>q@>lN3RC71ZcgVUTtJqnzdIOwJhOZ
kQ5o9VX(frB?7>O6m@ns2!c(Z*ie1n9KcsBQmP-Bq1HL)ZX8-^I

literal 0
HcmV?d00001

diff --git a/dist-newstyle/cache/improved-plan b/dist-newstyle/cache/improved-plan
new file mode 100644
index 0000000000000000000000000000000000000000..2c28ee028e4c6674ad4171887115583c3132ffbb
GIT binary patch
literal 3073974
zcmeFaeT*bYb|2Qg^IfyO-ygSoU%7K1v$O2V`mU}X?ykD0r)Q^c=c8}BclXG>(=e+t
ztGjOM>oTimruTG`EX#%jh=QoI4O=!W!Xjl60%%KwXv3f(Lxd#Tl1M;?Wr(!(hYkKA
zi!dn5hDphg{d*DdA|tah>!YV<r}wTJyHlAFFJ8QO@#1BCy!Ya7{lRa4|6KNO{Oo^n
z_aFX+?|k#Ae|JItJ#%7FJzdOw5O{u&YkR$%-EitoI~NRkzL(qEZ)8{PLf$T9i(YZ{
z<l=At)7(!qUi<}JvY6}j2f6)T$E*9^gWQc)-FN(h+;vXq1-XvX$o22-HG17<YcE%*
z5EASA&;FAyY9ue@hJl}Jx9TArfPU>)|F^f_SkOS9lR&)&h>L^%#s`1(|EqW>o>I;E
zVw9+0-$7F}38ys5&qv|nSpTW@gFD~)ubyJ8>!VESJB@qJo)_fy<%7NN1oyml+wS>$
zxqKnp>bl-Td(i55!NBSCpF+z^fByC0A6@<9fA6P%>-Ro9qjA4;SlkV#vF{1I|6b|4
zzgeum_Ah_<OaJMwEpo@+F!7=@hkfeOoa|D;#;}JaS5-r(w`@138VH#{HH(YC{TI96
z`1`;0;Ucr-wNdo-R+p+E*!J)K>rehbcgj~y*hbIwTEkB60XP&4{bo)TJEg%RsHI3U
zjIKUsq8w?R0?(r3l?+Rw{-0kj=~_xtV+i?lN=X_2Ft5+qxwqut;hgyIBK|myo=5*E
zH-tI6sOvhFb9;^4;<LJVcJUeGd5NFT=cLT-4?68QdWKQIOv;N1!mB_|?GFb1%M8fn
z#}r_Y#T-BJuWr?8m9p0KN~J<2U##Y<wS2MZIgLWas}#!aYJJsnYNe*<)#}w|(`&92
zN~KD9Wz{Kq)tXx?J8q*|&oiEa=d9M9Qn67fR^39Qv08BIKvZ{2)w0*9c&lEmQLnBP
zP`<oUsI3&6Rj*iW<{fWkrR0{2j3@6@8Y>=P8g8Lps5JA1W~EsvIHi)~y3UGMtyJob
zd^2CqR|}Q8<J7$3N}*Y9fVP5HEVzuPQb5sap}v~0<_m>-rP!!e(SVg|z2JDO_+81n
zPIa|ZEEWnSr&z8!`PF7EztX6JvejaN@zlMQN~Kb2mKrN{r{LD1e`~H&D>MtBFJEb_
zx}{aut$A*-TBtTw>#o}@REm{`Q)}c)Ub)72knfeN%~HKuDmac;D3?n08t7Pcs*P%`
z?v@KHUcCa&mGiY`zFIE1jYfWDrLxlW8eXNy{Lxwy0veZy1xnz=XMbM2@N1YM2;yY^
z6^V)egyPHD2^Dh||AvK_NTVY0s35q&$;I>hxR_mhk)Kc6?cN^0JQc#o^pmkhG2r;$
zkT!;!wm}3RmQH$Nj48j&jD@EMUN`9ZS--WnKcH4Th5r|MOeW_po&)1f=>8SNsCv%a
z*xJ~<wX>O0?O~I1>%&2>;|x64`q1-R%~r!1w0d2u*R*y8{nmTF)8Du5cn|#6zzbA8
zcVy-rYMa#xET?NZ5>cyR4SKz{HQ09sRs-pE&l(0mKj>NasfL40B4Rt<0z;bOS(Dxu
zN05z_(AZy6S?7%wsiZF%N%mHE;Q3vrZEs+<X0JbNF)J>nL)~a~J;!f-B3P=BDz*yF
z#gIxw3hu3Rv@*w*KcGvM`1<4$2Yru~=NLMKARH*H$<4dEbHl#U8+P5TZqxI<Zo^aH
z7ZQme@Qq&AZINs#$S<Tq0$Ra*F%@R>zSEuz^sw(Mps%E2+H$?_0D|vL2Hkdir{h5m
zxbM@k-tpQ_-D}@;`ig*LVIs!t>^psC-<MO#+&SnDoQDcoI#{IdlEFS0wA%Kj@AtUD
z$)X^@wta6fU{O$&lP=T4N2fj62d3vl;5QT{ob<xBGuRLA4um$ltF&>HTCKCA$)Elk
ze<06fKk^<9d`D4mHv3Vd*XcVv(x1+L)DluVXlaf7d8Bm-stp0n`d*{wyV+sibwZ{6
zO7^2pD+pTMy{z}J-}49Ab}JaLEE~DB$jo+n?y#-V8@a8{NZIGIAN3u7&~n;Y45YSe
z;2d^I`)3DGJz2DXlqlyull`dM%RWT1D5@I!Wsy4UQWN&NEh_xL@w-HIv+eA0;YaNp
zX7$Os6L@E^%sRCoru-)s7Wf-2t6(`=IOBR=Kk&W>Se+(7^xN4zAM~P)gl}=-Y03q@
z#Ra`+Ktc$OCG5UaZ+qzoPjm+D^xPNF#ZbO(7E8#1gKv!=qysPY#Zd11E&7n9!<`7~
z_tSHq8+ec~$W&IXztcfa4j{tm*)I*dvyd+sjeq9d#+(qpT9}S`w?&A?%jZ<Wd7pGl
z*7fQ`UIQc~ow*6=w)cZ@?8Nasp?7A#q&a6cgR>6v`8l)TFBBGng}sGm7M|B4|7o`o
znoInh%MSK^&vEtC@od%~1lWvZRs3A`L2IzjiSJ}@9TBBMe*)KBMGJ<qL@gZISdT11
z(^d83(d6^qjSQ0?vEE&hiv3~R$zo4WwKOsD*eiEQbq-C*g-zk^nydGS6wmT9R{#-i
zu|&<)yRk+R9MYVbudfW&JkgK$i=le2`#qczIRS4@jLACos$SAARDHZzEQE7~AJJN~
zyv!ATgj+08bA@kcwYkDiWyTX#_|Jw4ztM()jgsV)<YTYsCEY^No6X@NIal%#O*PBQ
zT**hc#S%4F@~L`lKC3ra^F)>W^M;bA^G2VKrBgGGy`q<tOGO`P5)aI|s*mWaSzhL<
zKEf@QsJW^)^qJt0=FD8x8?1Svs{T1s)pud^r$jj|{n#sdNw`w<MuS-P=6XJ&tY&$c
z>-h+`Sfb{7-cV+OLz**lJ#Vn)iR$@hB6|M566EC6W3S^S*{tKaF)Vd+4Ifccv%JhT
ze1uypQF9G%s4>AI&6&A|H(2vTHM}uncU$*iwXH-sE&bSQd1EFYX%NfaT+c_8)hsV_
zJs;r~OVnJ?8_G;@NONYc=MC08Q9W-MPr5zcu1QQh_8Q)>s0^FJA~#p>5gj$l%Ur!j
zxWy7RSMP=no2&O!W;{{#ZXB_?2SK}~J*rbPj=h>U&R(NU;(<9=^$~qF%gbEVN4Uij
zHCOei+HF3QH(2vTRlQ*$?;Z^Mrm`QCb?nu>VLTsi77x$4!jEXJSzhJ}Kf*1RsJX&7
zw3^_M=FD8-8?1Sv3jd|>5O&W)m=34i`h-m@$K@S+l`n}G2eKm#V>z7b{D|V3<z=q(
zBiv$%n(KT+vCVaUDl?v_&NobKTD^gz1UWhN*z0-2@WyBikH@)&kEp3xUgjD;!Y!7l
zxrR?wYV%pW!I~$k;f;-XL@-9++_sYC)Qn@V=ZzivXp?wg&Q*OxU(NC|SM?EYu|&;P
zy`j$phcsvAs@`DD6IJzwnN3FrVNOgu_A1`6y$PGbA~#p>5gj$l%Ur!jxWy7RSMP=n
zo2&O!W*i&!KIB=vsor(sXG*<ms(CQZ)q6xo&GIr=?-6dXM9tNEsz#g7-VN3q7xmsv
zvYZbSKTGO8q?!lgT)jth)GRM^^&a6COVnJw8#+vINONYc-VN3q7xmtE*!$I(y@!dP
zCG{Rs%_28f?-3m}%gbE7N4UijHCOM34x6j@RAxL;^=`y5z+GoU?H84ne(aUJ5#J!v
zARd)-Js(k4v%Jjpe1uypQFA??s@mq$c!M=hRL>h$Grqh$SIKf}#<AD*hB-~NNjxy;
zsy?ExW_g*b`UtmJqUNgJ&}V`}nlp1%Z?NY0sQUZ3wwRrvBC6iZ_-v_qlX4cnxvG!o
zt65&=sy@OkmZ-U^H}u(D)u%G!iK=>ImnQJqUV{UdrKKNxMQ`lhL>k1Sa<1ni%4(LE
zxt@=3izRBV=TlYNd`fSy=85Wg<03#ao=r;fvDfm({eWh3cu3Bbd_+^t@-kQQ5pJ<W
z&6T{N$pnWqXXZ-YV9gU%@`h1OFsv&%PE0)Z3SLqzBG-gXVUe4w_lS;~<z=qkBiv$%
znyYt1hY1d8&dk-j!I~$k-nmOo27Rw#i1AYkoI{DM+RZcr_=!C-JtqfVz`IN*6*aGH
z^nB00(dv4R-}=NEw0hm$5b9ZxyX$p>o^K?drRNU@t+qmPn6JW<;>HP8@wx0^-}fBX
zW4qY1S$`1p`h!3LJePgY8til8JK0-DMDg<q&#CJlbX$X`78agbIAfsZ&RWQPbJ%L!
z+t~LS_W-1m1*m>IS$6{O4DwGcJWDxf-Dv}vQSOZEdHulqUOKM1x-r-_rMh{BhE%rc
zJ00&q&%Z}KvAA%Kx&i+!E@X_p(0%q&v`lt?2sw}?Pom5TQSww$$=72gzef_%APFgk
z<xi)VhXQy=5~oQKmFTyZhTWd;dN94qHhSHG1Et^x>EH&1;&Cq6k|Qt7!o;P%?+peA
zeZSQmcz!ywPXzV*>ABAhyiULE47}{V6WsIK?R3z&V9zYr3(L6=0t|&*+w0{%!Z6R>
z@dA7=8~eHStLxjlIr)LS)7sk~<ZK=mUs4a2QP^(uT(33k<Q}xTZZPzlxq7Rs;9icv
zId!L<mbtgz81{|KujJPIecX#6zTQFZ=KAi9^(%Mp6!XQhV>^8l^z|IRaJl_n$E*9^
z1M$)r`esdegN&=a2i<nhaf6)mNu$?4xa&GTD8K7;+-mu5A#WEdc3zSHic!w)_q>6B
zV325HwfhHN_kOP59`3ceK~B77@3;KH&}mafu;1$NNBGqUR#DE(j_^#P4H^1;w5?&r
z=S`&D*28Sy?=@R(&!G2>9MW_59bf#a{2=FgO=s917=X{@hJl}J_YmXCNd01N=ODnC
z%x(AweJEWope_=iAsJ_5?<Wle=R{r*0-wqmFI$2#f7s16dL8QFwr2+(I<hr5up6>U
z7kRGt&<-Ra^<Hlf417lt5vO<KQ4xlOe)CaLiRK7x*p2Y?Y0;hEDijPhy^_1ps{0N^
z4eUh+QeT9myr^?`y>I2v4Pn-+0#vdg*mry{hwGNQ9?y=S{i8WsCgcXaUYn&cB5n=G
z-|HE*MFxOoa83;m+mtz(+iuk%{Db{ow`3QJxu6C0-FF)IoIQ^#{0@JcU;8Fa1snIW
zMKR{=LbjUEH|n)gLE)bWpy0xfzcIh0*~)X672vBO{+?66&(b{K4(FjNd0}Dd+EOsQ
z7(;BYw|Olw1M)FgUK^>vueTun{=w{Rn22ixVDn+a>(f%|2r7%?`dqwa*F0x1^tH&$
zz`seTM)QZ=#^IVZ3DrnfzULi+d1J7=9%maWus`SqPLnO{W?<Z8WFsPRv*)&&EleVg
zKqTV0UX8cyX0PkGt;XzCO~CY0yrS)1`w#<a9GVe9+4g&V&mSD3nn|c$iMQsC({+2D
z*||0z(aZ5_b_STJ&tA(|JR>ZnN@uTQ9GZl@heuO|fku+d-=R#e?Ph(mSNMCl@GP%*
z)PhH~b&&xc1qH9YlfICPym7`Aow>2Kv3YA}QxR~Zn9t|4#e8AadcWs&t&O(h1%cOH
zwvbUpM!sfU`R=d(s^7J)V9mD&(H2>&vdk?k=&hZO({9&$T^5oH(Nyd0E}+%|hQieE
zT~&LuPV4P^AYrYs@3cG6JO-Qs$0wh5i_YQ~ZI+KGcn|3;(!fQTdMZpkvj7&z)N^66
z^PGAP$gl%J`w_Gcf=B$9Svb#C;`i(OgF!#IoXhQDgKb#HqNsyucH>^HRIKE}Jq@D-
zJ!YpXm1_mTP=5_+gI3GL4E3VS?8R6l&hjLUTky5@;h@*S@~mMEFfP&UR<CJYmrHdE
ztBXBsAgM3I$$u5jx2#rRITq%LG;y(-J>Qap!Nj6U6Bg2wEibS$yZatvMaR?Q{g&$y
zF517wcStT3iHJc6x@@(&;vE%rke3NjS`YSHjeV=BzW;$0?DvLk*9y?4pn0%tVT@V^
z-M|V|Xlek2&VaC**!D55sWP+;lW5QC4m)+w336on+6R`rG-KeoRs%bnXw!~KIhx{o
zmiG{wCm37;m*VEKH4KQqkSWaeok7nJxc#nGKQM;0Z4#_mWR@HBEG+o23uZ8P+3MA?
z7jWMbZE{;!Q?=?tniL6cqRE!)3>?W3Rhk$fQn^(i%FbkN_K=J=hkUyjXcprll)(Y@
zKN{Kdi4XMy(K#J#%UKsly&Dtr3mM#QKEx`}qOKPp9?wAu3H5SEP71g!zy=(|DweNS
zHxtKetC_?Fkh|5i4thhu_^$WB0&_ybmqk{?L8n7d+r8dBLM%HTa@%hAux+qsp|^TN
zzu^U!Gnuypsc+Muh9-FM;DOx;JloJ!xj*WEx3ixME6H`7F185l{XwS<zCnsxPTL>?
z?WX*9?abByoOCSA_^sY>knJ_I=o615F2K$QIu%<$Z9qV1-JTb8FAg9ta80n#F#H=<
zX*Jd4dO3qmCQgE7?KXM||DfykdOg>2-21qb(ngC!Ye=!xy*<CxYz9KL_0i8k4xfaT
zY`%~!l(QI$t-Wq`7<k$5=^b3rtaq0)jv@~|K7iKnsf`b?upeMVK?EGgw;U=VmFOJm
zc3u0vTtwRH(`fhny_{ND8tOHR&6k1GMQ>Ok6=CAL84QKK(<RAPg?S(a;3O9%rG)KE
zAOUw-qitg=QYaB#&SsP-G?d6YuG^w9gSNR|-|M<ww?UdqDa<n@-Vhk|%6c{PFzb8w
zTS2(6S}Y)sv$2Gge<_R3kvaK#Y)$w`%ZCY5=aI_ellV!q)r9Gnp5Z0r={eO%o-t=1
zJEa^ys~u_2tn1W~_FjuFE=M}U+#=9|q5EE?Jn0{%=S1K)(rD2Wi#WjI!h?9yV}56H
zpUHmI?PakM>R<+;qxC;(<$SDZ98!we^NG|$O6VLucajHMf&@$@X@Yt}?@uw=3&x@5
zQ^>`nP0`H13#a9b;tZjC3Mi0)>Yt*CEB%N<;VHf@b~eC<`k>Q#D9IoQc`k>-`cFeA
z9lxBARVZK$`ZPA7x&bLiK3n4j1wm>sT}R3TA1q=Sg!9Kxe*-*h4V67}-E;c(elRuW
zlnReJndv#}J#=t%<%Rnqv6@mxOAPKa^9rF8f5uc)2)Nk*=FWl`I_cSF8G8OgOdPU%
zjh<tC<)X6j%6l6<{SDld{cwy$<rFn;E+=N6A68DJAwj4%vTC`7g$d9{rDO>^rMQ@p
zR#J1}Fq!`(pC6|Zd38jI1pC;kx;G*j&%d`LGUlq|Ns2;3-H%f`J{Ok`n5}fM(?aKW
zQN?k7SLMvrMnWGwktCjL9>v^a^4$9jcGa-GFoOx%h;WHbt7hxrsBnp$scWr=bK!a-
zl9W*C<J3AY$F+`FpN&Yx*&SN8%|#-icV<fBdFA8T7kHe4GBUHJ4f+O5dxC_S?T*fy
zi_A>&@fd-5gXJhbQO0%>WR8Ve5+8jt8uU_J)pS}x1NqU(&6%4>olA|uw<r4e#HD6r
z(S)NxSO~f!g7fTEnQ@1#b>{-~M5V^4{BeGhjB3Q=BA;`yQN-yxo9kC^vI)sK9D>3y
z1lP=}g3s|DX-;kCs`SrA((i6dI|9g*%6}s<f4#j2<8P-$+DiexpaE|<ox1CUInV2y
zn;uT;!;EKj#*Rl5t`ST-E!x%%bIx^~dvH$}?lI^&p=XT*g#sJ&+!-$>oMbAfQ{vz_
zuEfU_VC;)*k;@68p$8eY(BE3qE0qeBe6gCZ*78N10XGU2uTm(xtMygSsg;_ZSF2Z>
zO|Q99D3vPZl~t$cRcmgo?6{3;olWA`3ZAoCcS^-ZrC4<fjmB!hsRL2nEmg~2qvEZ4
zwMM<VQb76gN};w=Y*xKuwV8Lkm6eiPE=qD1*78oJvEl)y;TGzJN;6+*R+^Q9Q!3#g
z)mibXl}f#lZ|3XyYN1khoSIi$DKyIs&{pt@1yVxvw^k{jXthvZ%~$h<LcLOKRI6yf
zO0`~ayjA?J<Xxw_S}GO`g_2V&SDpN7vzA|JR6*Hlk!_9F>fTDFQYke{jg`7naO+-i
zwdOjtLbCw+@|DJ_TUvG9n&%d)g=%B9?z+uFrC4b=wMM?=m1~lmg*D`R<!ZB3ua*jq
z;}y!KQoRN`R-J02TC2O|!ira~fOF-1t(mWuOKzi)Us<WFG`)sbDKdXfuoy&)tQ*3G
zf={4x>7r!JG(tmYMrr+}zy3z&xBs*2U;MQ{vHree{r-RP^?%&@?LTz>oBwC#lg%rC
z_+NDYm}*PP51mTMzoKaXE@=y}r|RY4&5>QT$(bTs1S9#R-gfJ%<Z;0fp1&QUEzE|S
z1{)^1(vWpc7A6_N-~hJ$swdsL!7;_5Ic4zAmF`EAd8Q=$D<9s1)8b{r*kvj6A<iUW
zTyfcA1GXi@<l?ebSjueBpvr2vci*uJ5Z$HBm0=5}nq&xa*^-)nDRTo>G2H+OS9Y$J
z^lO$pZ7y5NY7!XXSLBoD6ly&})5)a_Z0`1Z{^f}#kxQAIFsYJGVVAARrk2#$Js6^p
zSyph_n#n40DYJ_+EcjQFYw>04z3Us+JMUO4cHS;q)*tyJOBpNvC$funaa?xUE{x9}
zTe@nO#+9y(Ck=Y5luCIG4NI#VqEoY}VPF5c^|nO{a4B;g)>(bHzf8+jlE;C!*Ygi9
zE4~qXVK}su**WO;`augFB>$$ez+B2)^@4`q622RksW(C+t3%pi5)v}b!d565c|L+U
zCSd{=W#oAT7MU@GhcL<{3`b*^Nti-jAAxBmAtYURNb5{0Zqq+UX{1T`j>Jxr5T%=H
zYTA#~VpC&%jE0+3hh;qm>rIJxq6sH~9f=jEtnV<UoK#W>-ea)nB-}@6)Jf>3wCh~T
zEM*XSz<09J09Z@{0-<5$(pQki%U*iX%S*N79Z55myQz8RQa1vmm${KtUgAa)<?=R~
z#7kRB)yrCX(MwutuxcvJ6yV#5kCe5Kcq0N#%#%pg;Q>Jj<Pb{su+x9|lF$$KTfq^b
zM^l_V_3aENgG-ra+u1`aWv~Hd?n_mg-%U$Q1}*v&8z$=H;<>E8S}<V_kT0>Y)v%EI
ztJ1;xvbF0EJwkj_*mU!|A|P}NN~zn~!;}uz^$xz6UbcXFM&6>(^I)+s)5ix{c~YoV
zMYQs3PCJOyt`e3q%2uALy&kYIyDcB{3|M?pvYZJ^t7fE9d=~57cgmP0(L|@Rj1kBt
zj*@ucQJ!sM%V#L2K8mZb7srf<K(blu77Xt12Nt<aNV)~Rt)@l&@n*=5O9VecgKDan
ztmiQ$lcZqg4z|bwjeb9izyM$mNX}lpedFrgJL|Wu-o8oMo?^yWyu@KKlPlO|P4-8g
z<+L9-2LTza!}mm*RN}krBiuEdJYZF{4`X(?h;(5}PaXn@$<rI|?OQto7iLGQ^>4Pw
zo}WzjACNOi2diew6ZZdJcW_Ct0zA6jd*Gpum#ypAV}c)o(+9(l(1i1Wg?`6s6HyD6
zfya8_S^EyTaP-KYzj061Lz8k<GkHuPE)r#c%QW8Kq@60o-x#}Y-M+iCePe6)=GM2y
z@=G%SJ%Q!Em>d(&FiF-dgIPHIIF#EAIk_kX*0I1E2zoZ*5CWf<tb!Cu6m!hzXj>*i
zMpA8U?U#}do~P$1ci9vG<tdVytK45x^09X*ygXB~sdcGY57V;9(mkb=@WD*UyCWP9
zQ!=%gdrCfgW9tsZ8ZXOUS8DbbMC1zlKT53PJsa;-n@!|p=f*URX;=)60|_fF!@EKR
zeWG_P)FE+Vz=tDxRFZcw@OQ4=zH@W)&JI)oWc%vo=Jw9!H)V@>G!WG^;DrK;eGrnh
z5Cd_D8ltI4%7O&dK#O#&8x;=Ax=kZ7yZI3QFQmSqpZLR}6y-OEJ$!a0ny_J06qH3K
zG9BM7f(%h7@NDzu_Ko%3&AZpvci!K;aYM7}4WT)}D{5@ms!<FZ>o;!f?5=OTpImgs
zE~l!VjoqKx-rTvnar@TJ?wt=dc5idPp%XW^-n(^o<L(DLo5;SpqlJ<tm*m7H%syKU
zxI*>&2xucc>1bDC1>XicE~Z$gBR!Rn_cm{B-r3qfE#jMn@?yf>r9xS>z=AtgyLDf>
z3ZYjm+WAD_qYnEQjnoIGQH3ODnvq09HCe(KpKj(3y!&~2k<`Rxizq~UZDHd|jA#jO
zFbWG`4ZHC5LTzP}F6&L|O(G(_M|Re)#Y6$0C-o7Q9(@Sb)1nU`W;wwCfx`y-2Nv8G
z8y-ff_%bLS2CYsDE|N57z*3gBse~73bP5q2JAz|Uv||cFPXmlPM#^%lVr9b`A<5XS
zf_Pvzkg5TOh?IxDgT+R4S^-_Mef!2wy}zYJF<yAw5V?8#*80_J>s#UI(lP-#S+#3Q
zC`byzxlF{bB@_&N>fz4{Cqk%X^1>8zA9$m&zaLE)y1j0e#)6EXqm{O9t*Q@wyCqyB
zeJyIV$igls`VA8s1WxiSnp(gWQTiXkaS-Akc*_<}$S^;Yy#+k*6NfvY)q$}Jrh+s*
zp<xp4i;!n$o2E%^>}<Rti;ePlckAZn?GJXP^1ikC5$Ojg@jF`|ZryrMrkX>Q)UVL<
zyD=>$Q%zx3aKN{I<;JE$wSIM140(-b^IQ0a+`YNEd;Rv+ox5AN?yhfRcC@j+yY(TJ
z2`85lfuZ^cg%$}h-=d)}89vmX$t1bj*}W^|L!!L-!HwOmyW8t`)^FYwt>3t@zO%C#
z>c1Q7x8D0;{k=^r51hS@6Tl6WoIu5-(CHq~>=H9n;nIj%pE>@`X`ouHL_SU%+uM3v
z2>A@@MhA=Sb0`)B*|R=?Xmvf$g?}=pzS1ci5(3wM(d(vPq*}9RIZ-3oT)T`+&S_CF
zXmucD^duq<g@U%-9?A(d`N(3LEd9XArxOvrT<sA|^G{g6kVCcLK@#V$ZGCI=s$~1-
zw>CDncen5%A{Nk`ExR*BR3o`8{+@PqmF<v+1>Qr9L<FkJ1_QU%!%|JHNSL=N>mrhr
z{pbQrVx<h;JCG^l4V|TpU}Go2g5swGi^wu<*%)cED9PfO2@cgI^rTa#BMrSsOmBI_
zALsF~K`=XrH9gtUM*=+>C$RS)*Z(|2Aod945%y3j_-g9zvEO)&CG0HoJ3o%s+Hd94
z<g~67rVmHKV2OjcFsrCZuZ>T$?QwUIqiFvz7BKdF_!L=exKxZ`E{=)F?mlVxH-nN(
z;CvxmmnDtuaY{eSru?5Gw+tVFG29C0R}v^y>mM;g#CFi9$PKoQpN$o!q7En7*ts4*
z%^stdLyPQBv+<^>_f#B+@6^hvY2tL?hy{ZTjz2}#C`;yJ&J-Nxl0EIG$d{{8L*1$P
zvy@RW2o@LFf=t;c;fHOYPGIb))YlAiC>zN#t}j_QDS$IH&ieP*6f`#q4}hGsAERKT
z!Z-@>%A_o;{E$!UW`*O-)+Plg-F#$3My%B%K!%f?7)yR)S_;FWM@q-mwDqU5ItR)S
zY?x(-+h^L`*@x;wLY%|?RD0-hP`dXXomvrimx)xr?;jCb#Pek~92rW)mr_)2A0d@F
zif8qh@g9MkdIQ1Fs8-{*rxw|iec_}H!*xzS8Ky607hmMQmN4v$%Bl2wVgYdkm!K&b
zgPA%0ISl@Ss3!_kgwLSMF<u5jLnFUH$Ff=MV$yMFK3j8YY_q*!_zaQD&{@J167yoX
z5t_~0D_PIYvvsu&Mnj7JbhN&g)Hw|HHxMx$HLjFvES?;qhKik}Z-h~s-*r1EgZR+d
zyi+e$oRX$fN2s9!qGVX^RZJ}horj=MmaUZ<tJSLOFat;8)ez%fjgtJO_<0RNPZx2@
z3*yVorY0j2&xS}j17e;ENqNmYmI6Ulkc1#;ZnMI~a9=Hq=@f<?$9{$x%WDRDaSUe}
zW)c?}Zc0uu_+*YSWXdlyES+Ct*ffqiW0*357t^s|a?4LSzV9H^FU2LLsHE|~7eqe9
zsA9utmZGV$4*)|ZK@gtX48XrH<CBK4nut2Lwl4#5Qk*=_o$&jGo5KO^YKahntxkvE
zh<fGUvUqC?0WMXXJKD;}q8w2;rICYYUAT%UkvNY>feY$bIAaDwG-%58y4duGIRaT6
z!;e8+@ImGw{M^_tlx0*z>}0F6W_grH#|P?|6xP*+ymdpFnOJuOHpCkwqai+k!{#%r
zBV^P{88oudb`W4Qur6*1QZHhwI1_KLV8X?l8UP_8i47KWh0Z<@91us0IOIn>!-0or
zl?YIc{Rz<f0JoLUuZYYT#uel<5=&9QE>q7E-(aNS4;yCGbIYy4yJn^A<tt@3->j59
z&#N>WwOX}VTyaa~vKA(BO%l2{6LtW1w!kg>#J++L1gAeAg4&V~oU>%+Xc2ogl4@^t
zu~CEo8SMD9@Io}7PAM6oS(W4{=e%MRk~y|n(4=H%mkXIS?d(PhylCLtfpr>*GZ*_}
zLf&XIK9>Y#(qz{DLATy}sPEcZFxwf6!p=nS=)Y^uwd4}XSn|-sl$J<p1w^m5EvBmv
zYt_5ea<&&d%o+efHj@;{k4JSkj*^+Gr&hlDeJnVATrlzj;=R01V+!u8;>`G$uJ5FF
z4$H)(U&fXGX`F;1p3fM6a0teM8JZthj+k;vbAFOi`31_2He4nlgsY2^6ncsNn3!)w
zIsPd1Fv{^83!|e<5`@`0&7}1Vn^X1g<c>&!AfmK3Wn6!V?jp2qFwd-wUZ+E0aS`~o
zft;-7CN3{iIp&w0L!>jhwBN6YYFzrtV53rfWyB|rEYyURu2SSDE~`%~j1z^Kr=;LO
zed#^=zTrcMSl{>zla(XB{YWEXRmj{oJ$ui#KE8r0X1?>LoDtCTg-fEokMZH)WISHD
zbZI#gr%PeD0eb)jrRNKmmaUI>hcGYTRPn-yZ#oBcog-cZa+)oCtPR{yas#HSey?ro
zG$81B<euCLIx@tyD6@4N!1Bf;d+RoUzHWVtvbd1QM_}Ir1Cve#iLkn0hRTrT7q)$m
zb{Kd<#OA`7pkNmolOGuc8}k#oglSoX#-_=MW1%KYD-e&|6A`s#Kw=8-97Zf}`aJ|S
z7d;_;Fen7KFfNm!xsA?lx9))vH=X`>-em8t1n*IHNW?u$Y|u-a4ndASi&>NwQ!@0~
z$1ov(1WdvJ9qIx?LFS<MVFDtio|sYz=7-hKTFE6o=m+~@6pM?^gq;dbkRQ@rTq=+`
zneK{;D0#Xn2-4uiE?y-wbcJg4ol!lmUM*(@>uGpZ*Yn<r<5nvxwI<w`8)f)cSL&r=
zIE(u|RpLbmln_z6|4D?kzprO8OFGZ@dpff2bDYYqW2^{X&>1Yb`gV&~N3-k=i~=s2
zlz;O>#~+vf%^go)HS)Ox{FHx-5j@WTdL(kr7e;dI^=`L^D@I@}$v~eU1-gP5;aHkC
zG`DaOY;3Sc=D@FwW>X4!mMhWh7N>5Us<|ps?Q4);&eDxiSt81p$kepRoUPk7uF((y
zd_=Zpx60;V<cwH%vCI#r!!L6qIK#f-e4=lbc|9>VGHKS_jv$ELBQ#ozIVp}2PqT7y
zG{wY^=11qpF|Pe|tIs7P%a?=jiW!-HrG+^Bt~twpjue$0rn7th!ZVyf5xIL>isf|v
z3SFZ`z7!^^bE-rbo>isbYsTcs6bu`U@VqFs(erR607E^k(kOTYMST;0vMA+niUhlQ
z&~-ZDJx3DXCYGC?u0s~x#0?W%^o*!s^LzX*7lMc+7p_j^V(MCqUy?1Hs=1|rqtVM3
zB!R+UJLKR?qH2{WW!lrL!dNCu2w~>WL`vT4l4K6bS+7Tt(kRA90_*Iq26;IGvV~~-
z1Kcjb2%;6k65qwFhcl&+aK$?z8ztMeZr|~m40~2ogQ*H9NLFvf`tg0-eaR5AduYnS
zDYB)MV&Cd@H#_~1P+6szuQ0Uia*W1aOXHMe-1c>XEQf|Y)NPhYA_fnml1Z?k4jUv#
zj!24V3b}ff>Cw?EWdy3bg$2=24^2rXf$B>Q79?kPM+cK6L`>M2Hi>o@Zeuo05II@$
zN+gR>WT<>2Yx8^fm>c~q1y+<Ym=va(16vY~i>kjj)Uqf=`$OqY#iYoN{LttInL=JS
z40HafS0C=#XmU8-&s@WF7`I_C%sKULZ*a;BI>m;94hGu;J-D9@vo`UK*XhrN=~12=
z1*rXc?1goVeEW5l!f90hDpwO`MZOlVCFDnyxu)l)<73^dJN9KRsnW@LPM>EjjONN+
zQ^~QB+z4x4ieuh3<Y^?+{BXSzFBxshNVRl7yk_uuE^M&xX-+e1d0r=q4ORnOcWQjM
z>I@n1ulu_9pHc750TO99S^k}+WOG|jCcyrcA(jLLzML2q;TJ@JnV+q51h#?x;AQ!O
z1cB%<rt<;>30Mws+Os-s2l5{FwWt-6-LMg}Kx248K?l9IcO5GkSd%j%E<onGA@QP0
zxM2?W!Vm28gk-Y|`&zQ#{b2VRN8XVXn_opi-DVfp@b<bLd>^<n!CXiXzl+9i-Zvm*
zC6r?C!ru7yP?r^ij?7p^%XF$u<B*Z7EZk&Evsd_Ng)IKOXbR4@!z{fc$;CxCY(5Nm
zA{uoKZTEa}!8QZFM97Tv2oa)%*KqBzZpUi^oKi>w(cA~rMa0{HxZ^qPYtV2vJy`s^
zTDC;@DA{H*grKT4L(oMtP-TnZo}>CH!M^Ubv1ZmtpB5QpaSGQJhCWS+q1cH|zzq7z
z5H{_)8%3w-RL>oSzlxi7LNzTo33wJJuIzKNGMx?vx!yLM7Z~8xH~_5xa9t_qzZ}os
zYJkO@`$|0b2G%uQJ@pzX98u~cxflS2Dx*%yEfqOeNQlwi$lwwEL79BT7MBvDgN$oe
zIfc0|hcKry0-0)nGq+U6=*fZNhswWU=pZq6P`ApWH8)rHVzg9*Nlf6@ZTOSwUSaWo
z8?MBsrHe`58P?^74_Cs7qF)6e_FK0jiZ~<5*~W$r7gmfjrd~p{x4O+9rfpgrgfcSb
zml8Wxp%~zdN{Wn3vv2gE4Y3~J%k^;VBPtKf8K)dDdXg%JpP4Tb%;mhGHaZO@theYM
z-cYX#VsC{LW-;3FjuqD)Ktpqd7wLGSj&H(Hob_ibIK)z|iIq{QVlWaWk`FX}Dpc`8
zaa@Y}*>FXhEV|=%+clXd2GVWlOu9$jb8k3xI8t(73C?aCT3!eddK@vLjG40Fq@f@M
z)ScZO`x?C8qsX9r^>kBUCw0u#3Ht7M*nkc7vXJLHUeL$X(z^zyEd~}+5pErbK94L8
z1p1x*aA!$~7Cu_WL7M14nMBdH7`H@be%?fr#0Ssb*w|q>!911P#(kjTkuyby%FNLb
zjdVD+8$9DG!;hmFVez??Ab7Xem!n<}DnTCA5}8X143v7qm_!M^%84VNXk7%7qkB#l
zp~R6QqSvqjAul0ryWssto}*`ALSaz?eb%ws`6LEvtU}IU<j@C`aXqWvN5*e-Z*t)o
zwZXly{Q=E$xcJMQ3<1Ji4W6Wf+kLIrUQoFSGpo;yX4zNZ?xfpvo&n$@#kHMNY2o+!
zS)F1>I_J4CJ*JX51Im@rB3u^2l6CBx;hrS73rX0aBB3@Vm}{k6vmahjh_(^(<e~0L
z-P6ntnH>>ZW-sv;o{~)27sTfAHkL=8j}srh)6=GbzRf^i9tVV26AXtNDX<g0jaB$S
zZ(5uaX{O#-(kb>0V-HHCn&TZe)Bzi%Xvcir&}XS_AhOwpAEB`<e<hY4+d5p5U4>bc
zxhHl?(f_()u9841JM7DI5e4y59Ku+Gy%EckeIV8`kXb{d<JG9nLcehHKA(u{&IjbR
z%Dm=-#iKpGr*pPMyS*Qe>YniNeT4g}qnYtIzK>)_j4D|uCj7F2{OdF$!XOo9Gs3hZ
z5694~SIn0chL;F}Vh50oBjpvnLTLi_v}|s{A9<`t{G-gtQPNSL@Q+r*%{%M~|7p^>
zKDJR7aiMpHEOcXkFG>LPM9p4Bs0W<jX^pEu6G4bDy*t7<^EbRMsv96|XB+3Vt?sgQ
z6~6d81MdN)z70q1AfI1@({`&(x9jq;{@3E==<;)kVHEg$pKS4H6|X0U7x<*txRaa_
zkmG^i023*G-@PJIapp{S^tR|KY!KSSeYk9Kci(B_CUSKlbsHy5))j0n$sI|hN*Dk9
zCI>P?GytrN;gC&r#jwgdt>Y-{OsuAkb70jG8;N#&a2gJyLvaR9C*KM!$iqG4!E%PL
z6b1}DYwnQ+o&<rvxKDuyaFC8!yEysndK9DLo;;+N7$~3<UCoU<iE$>)x0}Ov-MG1%
zFlFe<Xb}ZrzlY-tB8eQzJlbNi=-eJLkUPXQP(^OR<Ph(<xa~W_RM<3<pFC^=1x*F(
zy>I6NuOa>Q>mF`KR+n<S%ZR#0mKFh@H1kd6ATxk3I?ZE5AMGRLtcAT4Q8fZ@WC8@M
z#agkaFCi8i;>#9IJ;JpJ3_Vt>4x)UQJ!hrjmh<)1)m5*NuN2(XMghU9wT%vcwB-)E
zloggAX?rKrurUKq^l<&kr*$L+G@0Zw(%MdyLAst?F+il?b~uANsQ~1mg+gGSr^@pm
zl|f5NGFDWDB9y8iDJn}IDyd>(zih(^k8xP*{LCSgDp?yP+mF@7;7HOmKQ8q>ju}8L
zYECxJfG^qsN)nj&FJlUj+Cd6-;tz{!k|DP&oMbU3b3RvxehtJa8_f$4qXshrSd=)b
z)-iVR6X}WpaGU?wA>?~{d%Xm9s*h31yy5+5S3Xir+{9TY4qWcFde=Y5`u+WGKyf|n
zN){@!T=GincsCJ1^PEvWqZrZyR$QYjFXiED8$$cYh}OEzunODMwT{K2Ns|vuLmGjL
zEY{qTGb#Xj49|tzZEw$d4`y?S3}wBI4TU{>Prj|S?zQY@izhtOLvj`5RIz|L+!^|n
zkLMQfnUas^$<>J-Gx&sIk|!Te0A4+w3LnpqgOvo(7%~gz$$3d2AP25Vf3(r4J+hV)
zW?$%G*ZZy#_pIu18`Coba~WF#eN4RS*e@Kw@Df{z6gUYVbv2v$No|aYU_Jp3%n%nr
zmR~%%YkEG28KH~Wng&yT5H3XlYQwtF=Ln)=BC;kWagFQDWU#G(YSrnGRgkj~MG-tK
zg!c#LOd)=vQW_*O6wR<O4{9n~5^-uzamPED_K4}+$4dS+lIiU6;-xMz)wbg0SIKf?
z*}5XMx1RGXlZ|c2UIoh%Y+Mb%IR)f#wtkpq7=^pe3e^+;;bxpbSl2XSwD`sW78hQM
zCq3qOCihhKBTT}Ns4^bJ!p8dy-cG?a6I})Ea0>2%;UCw&pw@~6ORL2*0+yc6YhVql
zQ&Junkk^h%17zt7k0MbQ(X$k9;yB+=eNvH~*w|D-N`!uliOlmO6(f8>#NXN5T~Amw
zN%0V0M2M37EODclf(7GN9)dry@C<!a0DofPc?QO>h8IFA<j%+qvz26~1H``E>3}bV
zfy}T+rM@ZLq%R5*7wNOA|1^oG5mS55bHmX=%~`|;H~iDErv_L|9Y|36u$}<uQ}o%@
ze;V{T0h$fT;tEcRQi~Y0;h!!QCM7@VOUk&!(;L?jHE;9A?f2}C8!t1zvTJ^2*Qa=8
zS8T9`>i`y3YxQ6K@_+ni-umVb|C>+#_5WUe_1*0YzyIdH^^gAEuUPfJ@z33FUtRmz
zxBy4rkIR)?M?uH@a;zCH$5LW&40)y``^-NO0bH_bouRI1Kum>V2Db2sLK*#2Gk-OA
z%0x>^P_Z;OCi5YRLMDjaqC_PkYXV+KOjvSdaJ@z3o+d&x&6*>FC7HgE3DJg+cFl&X
zR)F(J7H&k^r@M5^WMt&d0Zy93K9iTPWhm$=Uuj0XroYKs3mNR>i#yX~0r~F~#o&1*
zZ+bJz(WP&=E<<FfJKtok+W5%OgqUwaLodLB3U{H^5Fn(2H;Sl6Z@7KTc*A95EBbX6
zTS`Uat!USbw{qmIYFCXs6RGqYH!^A0Fq3pyjb+Y%GAXya08!W<*sH)hh2Ev3p~Smg
zQa3p=eANgrD2K=7J3^2j3xo^qVbO|oIwRGQum$tQ>JT}ex<f*FLPC6m>xNwa+iJ%Q
zaAJER3o{2Dd>`?RkuD{Vqvs-l{^;mYKGDB)=LvX;crli^7zDv~L~mILx-O5n6fDIP
zr*4<`htP8&p8-k=!)OE_#L40%QBkyRix(9fmt0ha%|?a7z<}W5B6Ag?+mkT4<hLn3
zv1uP!ASC5jP$-KTA+uRJN8)oj-j@=qQXrkwRiSV&r$z%H1C5SZ%up7uZ;?6L-87Vt
zk>1}?o&l8psK3M`_ekW0Tc#2<n`K$`FZCU652QbNk%<_)=;AP@rp%T9zWWXa7lIin
zaJ-0N3HWgF60WI8hJfBK)--yd3;-?{QYLD8R+2=IlA2XTyjUPna^#P|p;2%RjsP!6
z9U-t|>1C{^WGRUq<S=%8a)Cb@%Xmf^`>~A{IO%9$>VRdbh-l+j&E}2(8IB~QD};r|
z87(lqQ6U{uM++Q_>`|fxjzye1WVFC^q>mIWa01%HL<^jR@(|GiC!wSuB8Q0<I3wO8
z7%!ixXo1-46MxZICcKrfFfK4%+&C&M#M{<MR#9BxILxeW#^GU@lwYnU{lGj4IXB@;
z^`KDAVkU$G_3oZH!Nqhg>om)i`pU|xs&hIhO&}wGo+cj>J?1XbEtYolPv{+6CSJz9
z3Js@(3t#BQvoIS0<FS2S&Vsd(mZ~e_`#WQWQ=!!Ckq>mTN`GURH0eC~8~R#piu+c;
zHHxh^?lrr&Y;D2O@F&Atw?$Yu1kx+!tt<Wk?741V+!?lUO%omwOvP#Q5#bN6dw$)6
z3Eqbed=Xnc>rM-%T5ap?{rmnJd{-!X9>U4pY~9;OUDkWJVPxOy-s|1B-tNdWdrzks
zCV9)5P26#GU~RYBFxP_t+}m)TZXfhpYmMH1uhVPy?7ag%^#0lijc?a`!5U2P`Y<R%
zkUY~QP%?2ro;_u72&IHCgKczm9G}5Py@>Eh$KK+sn+mBDaC)SZD+O>4FKSy~ouNyB
zQ(@`}+R&G&;tXBBEc^tWZePyj4Aa7W8O2YSfX0S_DkOi3GZf9?rWV*6s`8QZ^+Qrn
zx^r#ADp$)j3aNznD)2Y8u84svZ46--7l@soaCoZfpZa0)PK`2H7lnkGB2Wk;Mc9lA
zFI8R~(qhbV8sw`3kPPew*QCl=v)&94^GQT16af<haCQJE=D==wgC>cg_(taZW`jt#
zxDD@KqFOVgZE&@ZK%zn}#mBn}lO)V7*TSZ)1!GGIEpg!zq6+PRK8l#5$r~3vNVZBW
z#tPMU^?ure{Z<18iqdKT(GiERRV4d@WTqL0jFFg%(mg<Mn_7d*FR{IY$Vp@tsu-a{
zMF^vYi{#O8QRH3>+kMfJhOD-=uEJT8ohNY3+RUsbo*J#+VvWw|MneS+y9it2cdYg8
zEyWBH7;+JnUbx`bU>~Nduuvs4P@zE7_5!tWfc8)%BU*NA!_JeW<@G3$561o{=R}Md
zru!PrqU?{a$-~IW-<MN9i!obK#W);k@>gD`JfR2fwa9Vy%URghAQ&ZXoFYwty-BYf
z`U5^9rCg(7G9iw4@m=7rx~xI7C{x!qi}Ku-;TLh@9sX(fFe&+o0omZ-GiE1oiuSVj
z8#dCyV<TB3lpQib%`FyAU5AI`0Mf(VC-Lbw!x|zTXo3mE=yWn2l_8bsK+jNLWt%?E
zoyb2R9q^?nV0IsBeN1CtkAa7qgT?eZ;vK-OJ5|S5XCJxIfv|Lik~@xn?>JixWd!kp
z%6R+u{YP#{u<4AULPcBCRp^lm_Bk9m!r&8!HtF(qMuqfGhu|LKU;SN05%G8K&gS~n
zo139I&D_MsYgD{duhytnR|+euPI;wJTPZfHUa{KDJ9878Ptn9?bWlkZN;@>HTdgnt
z^v}KY?(hAtZ+x`#Ge7*@Kl@Yv@aup1PguYEr&oUVJOBOv@mE~`@BT>^{p8=Hux>dn
zIF6ykh+_JjvKj1ulw@bF&1Pj2-^@%kw80LlvD6IBHj+(kc<W+@?U(5cW)8az1M7w(
z+lYac!eifxkp@2V{TOj&h}arat|nsRQSZQr-6#DP-;c4vZK$K(k;!DR#q0Iqvl9*l
z7&uJ7T?!khy{x<$1vfmazZuG_JySMR(kKYiL<=U|?0(?Gk9cqyb^sGL++zTAcTM`1
zdnVBkYpT6()A9>cO}A-pS%=uRx2$P4?lY;Tf8)&8ux;l%*`PN>WME-D77&Z|beY&~
z7^6$OoDo|x3)huG-Lh#JUaNM=d@T!WGHG~*Txme2U!`@KdL^SI6Phj4bhb2G)30S=
zx29ilbyiq0h{Ee(4alZEM=<Tjq!m|a>&4by@qKUYQVv?<7Gg+BD>f!e?1__=OsWAA
zp`|}E7h4r}IBY@`?u$vw9+?Y!of08Tv30T%H}?QP-Z0BF?4r#F6qwRdE7=$;0D`eL
zT&es(K?^2G@>GCMU)Av_r^ge-zLCldjjmKebRQ)#QSQYgXBqo0#PSI&)LRwUjmOps
z3LKh+8dWkMub5jms3(<~#7pB3G8UDvk!c$NgZXhL>+Jx=C$;pS%oMd$`cb(I_L}MJ
zKJFsXsZ0mHaWvQrL$9O47+P8J!u1f=UPn*Nts`O>nwMbrb?4}?$Be%sF)I!)Hu7dE
z?h*An^-ZkfMN-{b1p}+cf;Y4U`{0PUEQ55!48k5O@}rXH9~aXw;|PV0b;PB%ym7X$
zFey|CIlIcgbn7jKn2bzACO>dp=~Yc6H>tHFl}*H=N~FUP19i->|1w;2z1g@Fi4&&3
z`nV#rLidEOE@uP`LMvbqyMYLkgMfjMT?I^`qF@}{(`nu54ZH3EgTPEGUm`pT<{J)T
zQu(lj>S9{tTi@`8djnxgB~ic&2eH6zdM)JXKe~XEswuHa)ol*nbwy7&VCV02thZsi
z;Cm13wukVM!ivf?m;&`Mle#f_5t`!O>qfw|<;+#H#jzgw8m*McekRE>Nz)W7w0;eq
z$#jhwLPIq0pmuS{+(KB)(CkShl5r5-{b@M}#uXsE7loE;>boCKe}5e&W*q%2#1~#K
zYG4v`N$brzmNM}QFJ&Tuy_EF_Ol4{asywi8TN$FUQ}_-tDS~y*E-Z5*)-5zmwXlca
zdldEzwl*FvyP!ZJ6mU$;1t}z23>$6_+d`AbGG|OwF$$B0`6N+I*L8V*M<8uGKBANm
zJsI51L6@=M8d?!}O@t*A;m$x2=HI@Elor_VE{jpkK|;s?3ztJYz(uZLJC0((p98v?
zHsCmP-^TrP!i<XI%27|CDnv;GZ$Q511P8RKCrxU=E<}#Yh`Z8c%(;s@!aDOJ!I)el
zMm~rp!AwZpI)e+@AfFuY<Z>qS7Q*)lqbn0ZVBPb)zOa)b2_iEvy2*`Vt$}*UA>oWe
zZEpqG*SLosK_feo)^3YJ$WaWHKCXtM^2ASV3A7=snA89Rv2Wq(TLj>XQb1RmK{zQx
zNGSSSNpk~7)b}91!U{`P4QH-MUvGUocbmX5V5xTanBXW`iq{%l7g1YN_xkGKFQ`jP
zW0qEUu64iVJs>gT&dWgQAXfGPVKiw~7EFQ_SXmM)NVdriN-_f7gNR7DCc^5_O-32R
z2r4GIR0{rFFoBb;gAiaWlfHt8Vxn?jA^Nt6p+k`ZGc>MM06^-~L9YQ*JF;?<5-Ee%
zT~tlwUPn)wWBUQ(5`sXnPP2ynNXvo@ss*&;X7_syi$LoKG#ov+j3UG!F2=w^SGdqg
zQ6RBxxrpm6dcO&6l!?Y*B$@EN0R;r2P`}`%Bo|VNqQY{}u`VKTuRkEoOTyXRgM^bF
zkUW8TCJ9FG0n|pvgH_pqh&;HDpu>V8D)6BiG%_|1Y8B%Ks12;Pm7pd_@=+yZ8r&8p
zc|z_;VNxH63UR%mxXM|?R7CLaJ-C?pxO9;;D!yI-r0W$)PJkrS?_ms3Y(tRP2OZ8{
z2VE>fQZ{-N8YPo4$wKqM4crrl&sTuZ^JoGMB^74dwyuRQnluXK2x5nAH^X-VDuY46
zInj8M<2ACn(}9sB>oL&O{*$PfJ_QhT5z`2f8TIXs;-(@PWVvwhLh#D_xK79-w`Oq*
z^u8Bl#P=k;CsHdxa0^#yW-{+8TyQ8u^d!QhJR5aClbX4*qrPdTDWFw$8}${>ExW5L
z#nocD=$7j%jdG=uU(K&LNYTfh&#KZY;-W^)A4+-ub0`Gy5RdYD<<WdxD1mKH#u6u-
zvFKeo2K>T^d7d1U6zE#tdiJ$(KqDyMNQ0(u`jNX)R1`?f1G*Q{*VoLbpp{{6++<M2
zo(us<OLN2I&1MFlC^K5Y2rC6hyp|Cn#n|U+z7%h)$Q|Lyi0eQ!tom~b-3UcjRBx>B
zY;0{Qpi#qPqswd)@+)!T7#(%4eMNZEDx}L}L768}{|S4#GNQ|&YgA3C!lcE+zE<Qh
zHU;oi4g6LbJt1aph@vGwxx_9-eHFn=o$xxtk$z&l=4C)5LraJkXmJ6p2uO#)bp{G%
zL?c8|BxZ-DN9=FK-9t7FjN8UdRU?d+U?0$Z2&CcH8<^8-(@I{7dgg`%cGZV{x~Dp4
z+^0@k?Zzu&N@4>kEkG-1lGC}w0GvO5l}7fy9+kaHn%;>9`5YUsb+kVe67GuE5wvv_
z$c&n*3XJ?PhR&xVL9snWt~}H1OL?=&#*_Y(YtI<px|h`cJ$%|K6rdoxQm!>*;e~O5
z<-de0GWrw>GK=})J+Ix);#^OJILMZp&Ah@e>kqf&PaT4dGsJgI>Em43`6(e~x1-Yb
z=v8uq4;xqZC6FADdRei{*=pT$E31trci)&i-7!qSDbaS?oO^+NxB$cUr}ECtE5tW5
z4)?;i>bZ*KvSz9gpnGPFVObT^ThJ&&rZWXoAx$kF$q*lp!{arJn|N_QcK8upn3>*K
zaZR6m;7*Kn@g%p&i^h)P#wFU&qfNg;#oBan{eWw&+t&LXtSnV+7h=iqUA#xx#%`U0
zd^QHDlAp#gJM4_bT8*Q2ifDc0taw5Kox_8EG@K1Z7+(U3I3{X$MZ<|P;@T*}_);-)
zgH-VZ$vIMSEDYld05gv7mlO61WoxAhA(Y17*C&9FaaMc-yOGg7Nwc0<1mM~Z)*G}6
zrj0AHhE;n3pUA~8dxjbNAq~$DF9lmYY<b?q72$1{EjjvHvR1_h)-#61ALm4z%UD=V
z{SZd}H&dq=`Q{L#i$?XW)@DZX;0X<TjgI_O9+^|;8`!c9a;>6k^9MOzKZ71BFmD{$
z<9_G4NW=l{boL|ML%|dA6WQB*>*Vv<kGeg$r8$1K6=Z2s<%sBGM>4~ug1yXAywW0p
zd{5J16jV@3sM1(4M)G1KUmIB_w9lrtaOW);$3;_ly`7eWR>GbpVgx;j@lZ3g!HM{1
z@DP>oq89+q$6S)DnwGPe&F#|?F{Jz{0iBFJXwc3x_LdqFyTFr<9e#KZ2NDuMf^MzP
z1tFS_lLLGRBn=Gt)B<lS5U7TH8rwwOfE;6W8@a?HyQ@cWzi5^a=ERO7N_<Ar$$x3s
z#n}Ngri)ThwuV)*m`8{_NxOHl;ewIrbqG=q@sD<>VIj`Y#{oJI=VJ=pd3zr>Ne=7-
zr^DaZ^Y(r0oXDGJ6x4I;AM9SgeP_oePb;_gpsUiKWsAdT@(YIXVKhfKVjd57?yU1E
zI_t!yxmr_Lf999|!dJI``GwNebNT;v_1)h({mrv~#ozwg-#qglIe+J0{KD`2r5|d6
zO?(KIchOv&jx*s=_T{!)R~U~Aj=3Am3~n&0?~WnQ)Hm?#{}PLKE0*$0abt7Z8;;G*
zm*T!TawB2Mn518}3QKX10CEN(^mV5l#@>DR9Sf0n^BS1roT?C~OK~&)*dlPrG}b3G
zkyw7ha&igrOB{LIiS$)47m!PFZ;A<Pu%)>7!~}S?W&<0v<AX46nR3xg)#0i$F|ifI
z%UHEbkw~yWsIBH<Cch*sZbdEh&vKZFt+(_{nBS*o!c;#!6R}~_Gsy=aEmwr2P0xgL
zL3$>F)uv}6c5Qm*7;@#7eR@#}bPI8cMtDB#YIrH)cZQxiEFya;vy>Elm)a4|?!;R-
zvlFl3td3seGdfC(&E_a+bS6jjE5{S^D+*dTGCH7Rb(i32QFhtFER$Zs$i5SIEC?%3
zO?;T(P)RuuIDRgr$Z)LmJNgGTL(UQ6j{=)om1R{V5=hr9h$4uAD<Z85lXtwWMhbCw
z*H|GL?-q%o9w;|1q_>aF0`x3uGKnJ(4OL1m+Tta2sS3qXRaNEfDi_krjCes&l@V^%
zV(NGS7cU^F6HOvcs3vhev@RPhKq;agL7FNAU89JjC0c4BiX<!kn0ee!=He?_dZa37
z7_Q1#<Ea&!Dk};>i_xpBN)<_3tI0A6^>8PJ>sf_f|A;~e-%NjzdW2nuOppC5Nt21P
z2uc2^JCT%MeRL~!*hkW^+clCV_t{31#ZK2qvfSsAB+xOYj)pA)VOw$|#=;H^m5fI6
zwGfl~l0+CQ8QY^Fn1=FIgAbyygGD)U{~$!>rsT1{G)q5fVS(SCcJ(mk^k(f*a2P%!
zkA??2JhoCgglEW6k#O~qSc0Y`c!6AhRGhJM+AEKQ5BqX@D~I_$y%SQxG2w`x$5CJl
zy*u82^wv@+Vl&9^V?g<6^7onY--zsd)7kFJ*c(~Y8>wTA1o$pH+IAK9o`;2!qUN%6
z#x}#{Ryg)2!_t%QA2l||so<=hBWkalik=4PC&Q{=YWQs&oLAr%UCOTJ%av-a&L`&!
z#<n>X6_LrpqT{a4)f?#4+S4d&F!+`IV87nhmKMcwebsFi9A+1;-R9kNs`Mo2H448P
zG`fRk10<Kol{?#5U9GP=t1g!od+W5NE;gA$VxOhC9gH(Df6aOYuN=Z-`bI=9$>Re~
ze~zYgpb<-=V%9C_`+^rD8|_5k8LBF*=rwa@2QsUo%7WXhFzTd@cgbGthlhy1h#1R3
z)9?5}w$bSifNBM#l-+72Ut6g%vc%1JLURIgZD9LC*LQtv*mnnAAjC4-F2cyA;;u9b
zb#0p|_U9!j*uM`+dH%jDsxM`m_0?+0ThS82gK6BTVN%D95r&yO5*RYwA&4Q=?^p?E
z*m1JVFcajK!6r#4!=*_i=ch^_15B1QhMZ267<wvEVc>MpV2G4omYj44voZ2AQA{RD
z$2g%FBMak2U_#HQba+}nPwd{QdUcx49PL9s7JZ@7_MtROb~RgStQJaMkw<=dj_z;P
zAE)6Sg0LN=luxpG34r(x(DP!+x1nHE>B;C5ib>;piOJsB+SHUx#+Fi4nwy6h?X7lu
z2;Uw!Xw86pG8Sowq3XE>?*=vnz)b_GUBDEi7M7Ou3hSNsuI%6>hEGAKK|HR!G~<uq
zwy*EpV5+7dd=ied{11<y4#x4EA$|4^m^1_Kw6fB6Tk(c)+BaZ&;9vx(zsY?%5e1`C
zzo*o1e5@^Eo+<u#Fs58G|Mfe=Ab|NQV*PLQx;QPj-uB_vMNeyR;KAuR&c_{&x&K@o
zT2;b7qB6q<4e6KYAOR*^4<0;#QE3=_N<BZoP4+p-F-DT|dug5AhH%ROIVbH8vCx8@
z7wMNA{lLx3Lx7+@-L9q({O#nh^Nw^5lzvJmCy|hs8eEWQpRJE|X18%*<6;Ct50^Mp
z1<xc{g$O?-0wj;u9-Q{<47Qb8y&?I{5wL~Q<Sj}bRVuI=0SVHFaLIyup8}*aD+H03
z-XF3iTPOfToQG!`yG+`uG0(W-_-fC0`tU>4S^^B`4j!jh4=J#RR*sLNKqd|TRIR7w
z=E>QvX%b=&+(+6<g@<i~QS5c13P(B(u2d}7kzNTE*9)dXyXnA@@u5N_y;78n;qwT$
zDZdAY&Q_x}&<<8iF_X&gpZQ;IkYVs9rl44Jv5u5&WWb3nX2A0zrji`bC=?AUee7?c
z*Rm+M0s0drRuK_2K9Uo@QV|Ia=VOznLy_SSo4BOu1)g}M<?{zWRc}NposYqZ;(rJL
z9%x4Bda?#QAx9ua;)!JA#_7kbn*RVPk4{OZemjj%yW8tXn@W)?j1cjU{?o9rVD{2*
zQ7l^ko?`hrCQ!XB&z7f)Y+f(w)pcqrVh_9`J1tMFRqi=`SgjKDXpR*JYZ=3f30Kc3
z=u={n7N=!Q0j^~+$4~sLx9qsj*P33bRH)>O)qJ&<FE%}=QK)#80(`6MtDaLUH9fCZ
zuQr=rbEQx!RmzC<UG%Cow^nxCMzzkqRBHv#S*<&zVxv;5x`hUorA{4)>Tao8p2rGb
zSaXY2uUu`G>eW)galAsgRI1ljOJHa9Q#3z}FGTcsw3h#e@BD+-)nELp|J^@7`-}hV
z5C4w)tAFiZ{`<f5y9dAV|NgD>-}=)(_xs;t2}=GwF1CY5LB}z)rBh6wQ#ONTq|%q?
zzCr7@NVs4Ne{x=!`A}X?70nhqYncsUK^Oyo)dblQW^N?hqi)^Y+T{$kFQlq0i!V}N
zPq?(*iZ9wTxB+nFM)(n^<c)yL^@JeJ9Hn{k8b2dK7G!sY>69cL|Ei1XH{edY2MenR
zucGVT%udusO`@23XCQOc3lP9l>=J~vJnBAyZio3Gms=Ay56lAkd8!=+4Q)O=!Zt%@
z7ry!&Hd*7;=9jQ7%ur9L0L&Ud+0liza~a5|Fl|dTY~e6et2JaxQMiieK3!J@?503S
zWO9Y;;!D!Zh#~-QsvGKW_FU|t2vB3K3xI?_13>KVO$Vj+>m~zZQ8N{gv2Q#Xo)<jR
zL(;zMOwb=rh8CMp0K1LtKR;{mT*Z7=`v|;Hnv9UPE+#{v@sok%w#H<*_$Eg@rZa5l
zXtxfCMvbo`GAeC6Bl6`vYz@f46wY~Wt4DX?0?lZEXNv|D-6w_IsEMZt=p2*s<<T}t
z5)(4Q(9VRU2-`nlU56uX1SE`*N-uKRLy(|UneM@aaTHK&X6OsNr~s}jmIcUQbW(w=
z5g}R@RwFns!k>>wlQBR?QAb6MHXf#d88do~+US625;l^b@Wf{l^tf?rR?Ki|qc#OL
zam<>qJYq-s-UJ#qUQM{P(Q3j>(I4p})kHKhPSw`!k4lj2%hTF`rJnV@dw2|nq2r@q
zITAC+qak2w1Hw^uQk<d$6UV7d{*p1q3>>F6rc1z<WZpQnQD+)HG9XkdyGO?rnl^4d
zf>4Tf#tj>f9O0wL+h@wCk@xJxPU&n$ja+mZ6RzYv8NIiYZp)KsN;raTjO7i(CW25C
zbO>mMd>KO>&NT?5yJj3XbMA!SH`W8}0C2QXL=Hu~Np?b!fmbDh#b1f68Wjv;=;|QG
zdmf?=z(cS<^y#RWf>E|b1YZ%1B*@?>_`W(j4#OPB>Y~V=?IGQIj!485tGDCyDPk{2
zC0@=T<}8H^rZZ`AHcY`iDPX6A=&9{{103`X_x9=7`N6(3KxkPyT6P-uaLW=OF{{AL
z-b0576fucq4A@K$N9vMTeZTj|nm~%xI`FX~YtWJVciv=wLB(<-LV%4BD=roj&_%eH
zy~pulamza*`ywbO#Uv#Pu`vuvxlR#~81YRJbrl!N;%?antqrMV2*EmNeL`_T>%&0?
z1`62C2<TpN1PJvI1DBjP5C;r|4H3p!9>tUGxXWkh;&_VU5GxQR5|&eG<jbr1yjyNK
zD=XEiQ*u@-w3V87YZcGSYjOXgD)E|{%Wy0NOhAKyh_uI2mJtx|(WyNr$zwK5$8I`(
zPLoGaGHoQ-q&zl@W!hIgTzAFg<vE=KF~ercK$R-vriW0|;u;<<C(q0x*<cH9!e#(@
zsH^~@S@MGONY)7Hx~)5&MycD1w2=a51-}f=$WuEcjDX5BNHZtOlO;wKX|V{=V^gV7
zZphG}VP3So@=%j<qv?`|VfqN6l8_xWW|_0HXE=4FkPJjRl5Ovh@ay243zA<3cO}1)
zSbI+JV;A~@Nw^?`LT<2r3p5q>mDb>!LvN@--xv!@nT+(S>5!6d+fGXxL<z%klpKS8
z+xMUWnUF7!!;bAkMa9>~fsuUQbPnoM0B;ZcO%Xj<+ev&S9rH#H7D&*AY@9O&l=eS2
zeZR+y_^Oswj3>`WlupPp;#O0*YZoDC9~j*xVb!=x0FNjJ{>J}|Ib(a&(33E@VvR@E
z;aShkvl;%6OMQ<clxHm(Tv1MxAJ(dOtL1Djc$g*ELlt{9+5t-FnfEVW--+g%9mK<Q
z(yutJ2G9#4?moJ?0xtx*vLatpMbqbe<6>$)-ng0n<{`v<`XH7GTs4M5O32LjqrLh_
zwQ&z0I$Gu!pPzAt@mg4zfVf+c0$`z$Vd^*x9_v}ebsSSa*O6RS&O<cDXb{dRu%?&i
z?=Y^bXk%7sZ*6XFu2i&}&{Q;!#}ThP4BR&zN5++xT;pzeK}0?gR~Tf)p0mdv7>3YO
z*m0nzRA0n<c~Zno?!pV3_{3V6Um>u6fWRe)Oh!*@drrI83T&({*q->{hS%*n{=j;_
z*M@N~E<AYqo_bny2i`rqvG24|Jg@`r-Q~=C0)e&FZP?418(yc=+PB`uq6)u8n9b$P
z6~y(w52M|yt?%Bm-o9_U__cAiWB@5z&kH--0AFo~XE37mXJL_~OoPtCUPnKk;gG^-
zVQ#DVbavr90|4t+cp-#15c|VAwKgZ|2HCktyh-L4|I+5?BKOqSM&d}svBaWZererO
zfh_}s5hY=kQ7`3cnC(3O!|_m9Tednatjok59U`Ozu3w;~V@s{}Xhnr3R?ws1#~ECz
z(LtEC`!d`nET>Vo$^=j4y0q=oad(jm`{`Z-_o$HhHX?D-Ej%7gfpEt~5MVtT@bXN|
zmzS+=ATwsV;0v>c`(R-@T@jAA_(%!^YmOhm+(Fbo`uTV~Fg>4%5SVHhEkr_K8bL2#
zPQ0=8h#1XU?Ub0&q#FtvHix1Jh-OnZNeQ!jG;rm4QVD=(i@P{{IDts7{wz)NXjlml
z<``kp^-8qq|1zMmPv#J}QTyaGWCViaNd`_w_vz*^J*VhAl9y7<&~xG@wq00oD5B0{
z2#bT(IFVY9#xp*v?<|9c32nL%88R%|JCzIzbRrh4;t_Ynf|>}V*B3LGO$QufC7WJo
zQkQAlS0?yrZ5?ZOcx9@Q%<W<4;W$54dswA^RRjjD#;yP0&)u<_pa1&r{MSGC;`x94
z;A^`-{I}2k;$QopUj1sO`zwVPzVz&OwZtYq9EBa~altXSI-SAlR7t}z<e5^xncwUt
z*~7v*MXrA0K{vJ8ii$=O54WlFDefj`M$KOV!WOVjk_9Z~&$QCib;cedE6`Y;ejT$i
z)iAM#DORlU0HGSg<kfaO6sj&t+s=BW6%Qw>p^P<hJZz_iQ6{{xpr|@qn4iI_ITm74
z=Z{~N#$%c4VpFWO;}J!5S!LUb*eWoG<5;4&MkexBwM#}GtYD2dL;x*jBC#%EC^o(!
zvo5bKy0!A?7TB4jXqti{=7cGe67v$R3(X<1JAwBxQ7@BrD>9j8+u4)%=tg#_fC_g{
zYRhcA!UE81;AT&{chwW8z_<ib+|k;#dTqLA`Mxx)r<3Dw+Y2{(;(APZ)o_@~n_+Z(
z{M{i=n;l$ZO80pt;;=>a@?UYtFNlUid`H~BIq2=-R$A<W3<uJQR;1!6+M-J_$yc1n
z{24^d(Qz`l{+}TNkdsZyLi-TFw@psD?E|_Twu>|R)_~|xMyi*sYq+q~Ljp{3aHl1|
zb2L#wH?c0ksFjl0vXw5M&S>D6ajF2Me?nXAvNFY{i=O%52U|P7?;IqUg=z%yftRz=
zCKLmP^KnZ52H8Zs2?)wWP^U{ebHrv=m1;Vzw)KvPfoi`M!9|_)<|tn$qYTSP5=Hz{
zVNr|dr7&Kd+{6$AceKPrrIp34ZkQ)KkeQIo{1D+NB8@2?O_EU}s$|F*NEC%B$YOJq
zP3HxiIB(S3>64ong}1S#Hgg%Q)MqZEHsizgkTmJQo!nylsu-TPi&o+mQU-s*zL{=q
z_Hg+&*^`KQxn}1~V<yyt1`T*junpH0BzLtMXF{akn#`ZLWF*;TM@h0mbMeXO1!J@g
z_^j}z3Hao)ivOBF2`2QSC2F5a!{GvT_$9;z8WEj)xG$TwhBRc15&D()j6$(W8%xBG
z;Kw!s>zH%3=`CFoq6`{_$&ZHTNKBKDiiGJ6Y?D}$Y@R%I1lFXkB9rHwG$8cUqH%fy
z>LePIOq8cLpiaeT7%3kGw$My@>Ts!v+)Ff6eherdP5wSp#>&wn7&_57jo6}#ylp$q
z+GODn2F{NdJM|HQpz@@bn)o#B_=Qazcd0C&D34_X?*^vZ-!R0&q+o~|FwwYL=gNn%
zgvVgxuiWv6u_l_-h%vM$lFVK4IU4l?#D>K*A2<INvxQ>8tvDr)H!&$+w~-N^mou6y
z1)QZGr}H*Gzhf9_eyS(l_O5_csHUxPED}wYd|=Ke61R8`be%ASGZfU6aB(jV@AbU>
zw&$<aVf@`~-Lti6=J^lWE$jVX|5eJ35y7t_7F-a$&vV#rDU`}MLh+BwM1CU{5{JT8
z6Dt{FJ1iP-e@>U8wUJ2zW|eAx62|W7_7i{Su;pQwzwP(#i!F_4&4L&*;BPyh9Kdb#
zA=dmK1R(2!-D}yJg;;cC8M8Nfp(#)TF0+PJG^~QH*cwfsee=><1{(_sLf6Zt7AL6;
za~QI~VyYje5w+uM6rm3WxrzGM_~z)e&-4Q;8sp?wbSBcz=-#9j>Mk}9b-8o|Kt$9Q
zr?Te_*68v^+DwnSQy9~^JDclQZ*I<yYF7$~)l*(6)K-eks#mNw^UnOJ_ES8nP5egc
z0b{-W$;<!O{+EC8C!7EC|M<$?!vEd-gW>DLxBm7E@BaOdfAib#{(Obw(4`E9<8sz|
z6m%TJvq#1CIb}1PBr64cYBQUKO)bngowk|+i8&bJ{^Ev1OZqXAM`Rtx5+bPuVB50D
z&#*c4#pz52IN;zn6xY|2M<97AdK?(Y@Wadr6gixc;5vf6A?8E5OeXQb*qBZy9~rBO
zd-9>;VdrU)13kTEcvx)m6iK7uhm_<QCWwqF@;l|MF;a$KQb?i+CWAzNC(Sw|!2FUl
z6-_?eO*q+2UMa9aKp4)6DqDw>>%NBw_Ib{a8VroJ7BChv$%pO<iy)H!*j1Ra(aC4;
zBu~j_>FOXIs{r3oH;L(>OM0RdzkF0y_3k?&a@eHf+xXG#^sF`x8b=P6#0ZHlY#}({
zO5%RKnT4jpJAfSLL?0q6@u(y`k5pl7s&;<aN)}EwHIc_>INnbK8_+^fgu20zs314-
zC;(ZB=R?<JKyz`Rs+K`NDxphe+Lj!%jWW}=coH7twBXTk9m$EoQIav!4u2whl1~mI
z4vO-V8{qa*FGpLG(u*)#^opywv|X@-(}S6I=M!m7Izjk`>9cnzO7%{?ngkvd#_%NJ
z_R-O3-skq1&_23+ex^<pc=O^ACj=uNZhG-H)>U!VyT+KpX(FwRt(eJ6xlxF-(|(zb
z^rM4uwZ|*v{hJF7|DZp>-EP@nzfvgDemc!VF!#z<i>u92sn$>gO%JJCz?D2ND(PV%
zLDe{@hqkhwUf9#?bKSTNBBy8L+q`e@TwgEMLTAp|33wqDTRcaQbm)erV|y`10qW7Q
zG!|xW&{%Yu?ec;5{l+kVl27Qx4{-wRbqBCL>wa(OeX?v__xw5>Lah%S92B&A)}5Az
zTU}JmUro-n-rm3OukCe*cF*5q=g}Ck5C;5Z#1)AmD+9kwY+uq}CiK?KU_bN>r=H?V
zQ!+RPQTI}1AW=$|&H;l8QDIzaa}MQ|HxBuLsuPxTD8wSTu#iufRI5dB7EQrdmt-^|
z&5|bd@5-#@bFCm4dh9P1IVUO4iYw+=n!Dx%gJlbGj64x%sP8+7`P0DG07h39;us5U
zB%5&V&#uFGl_4Pn2-E{PKq)%v=yknp-w6=8NT6Nc-h#tvhR$F<R!El#JCNsKt%(AZ
zijizd#;I#?EMg!`J`pq+&bFN(j6&pfZMs>g@3}39WF{x>86qUbOP14U^n5x}p`($H
zuWfDbScO_XTb9LfJmo&L-Cj$SgAHFbU##VBZSCyZ1ZoS=OPL3#k?tJA*%9Um4ICb|
zDasQtQY)HZ8El7QoPp8keHbu0xJd}7PjY31Q=jhMQ24)QGP`sLg;|>BtZo~HL(&nX
zuor{k8-g)Nho3P5Pd)5=4eZiTn{ZhXJfMjN`Xzekq|0@D*ZNp0&tTYjvv3L2_SzxS
z+O6&oEpK^t*Bj)}s$7BY$VDdr9ATT@+-fe1Q!~VKS{Bx>K7!h`NGxPGLgn70yQDOs
z(gT_L&*T(H4m_BWf}jHkK-;6pPQKTKL9SvS2?58c3h7I@zaXcAS>;gRl6@(YS$AD*
zWRW{}8@Q9>U8#$i=s+!#$y(QMu5V<Od|hTi%hGZa>_U?exeCtg!bjPn_}Y+SNIz9#
zZ6FTpM5!bEm#jC%k69h~Dyzf8r&Haxa|2x?o*!4GWH>>?f(|Wdgx$HeQ7x9#@S@{i
z5<7$f^9D^Z#`XuDcFu1$2<XzXfG-zIg|OpO;0Z{<S8CPOiSPsjcn_nZZR7Ct9avp%
z%V202TwO6x)(p-3)*8kTyx|W>O5SEII!+3W!X39lyE4&~cMpLGBd`!fL@9^FRIF4@
zl7I;*hr|W3jp0JdyOOPUJcI|JEuH;Vp9i(U+BF{BQiTly3ts?Ie^3n^o({SliVWf0
zpxpNmi2wr{dIoZJk4*jzWOBl}vIgjegMH<AKdxm$l-R^3l&%i0BnSvdX&Y6OnLBhL
zj^H7_0U8oC4+Pe(2VDRXEC*X*d;5b29{sCH7LGFFte$i(sTAT->?0+d6MAqLaJmOX
z2wf`I#m&cvyw_z+hz<x0WRw7Rf;Cb_Yl6_V(EfMLwsuhoeL2-$9PQ7WY>}#4a_6nJ
zi$UhXMs#Kj;w~&(38@1llhTf7;RAeuF5#n_?7%L3wh&!<Ks*7TWFS6t5#5akp3z4R
znikvq7;xw@VhK?znS>7&$fY!sWU+Ku0j*q%Di^?^%%VdAjM@!Im58MVH;I^r2Tjn&
zt-Y?K2%kZSgG=8)T>9tt`dJKe-|M$=MIX&YL{FxWpa=jVr0y|Y0h)U6zDG5Rkc#yE
z&p6h{4Sc?Qh-N_EA?UJZuQ!0x4zQzr2wp<L4NH(=xU7iSiXCSUrzePL7OE?{HUZ%Y
z@!=BDLi`*ghQ6Z+F4UpwgIuNk@cv3A*AJY#@^g6?4ZAz+wlJl>D?8*au_w3-Z<+4h
zVZYsTNDgyu{S$BRVJUZsEj~mDjActof|y2eWDs6yWgcdI?|zFmWYuJJv4T9#)|1>r
ztytoP%*7ek7FMNFCjBsJk+2ez3LQ3|D>DLas71!YE2HDfzIJU()pUA8jEi`^i;OUy
zan$cz&#6Yer2{LZRdPaQL|A$@+wAtTjlffxM&yn(JkzE#3k~xXvBUx$9QZ(@;#Q0X
z-=HNN{kORAj8UtGH_{Rxxy3SQhSZ$^j0Vk+aSmkWF^-*a4n9CQ!VTkRjI{Vule&?b
zV+q{x5kWhbMc`U2GQ5%C4YAVGzH*$&6Zj^}8{p39P%WHCxU{qgIRtGwLDZz*o~KW8
zp=$W?Nvy)?6Ot4fSwyfJ2FYV^8&gIpY3Z=123X@A$hyTogs59>Z$wExFF>>V_-G8M
zz#{fG@Fxb0*f|m4MvI@51;T3`qNRYs_|u#*(!}G_!lg*IgSM@r;|W`e@WfKN^8poS
z-eKOkU*-dfxi`9d`B@%N`uilOPSNqCzfZ`V4<{CYNBNx(C&fLj;eWJ-6F2MWIu_yK
z(Ng?7W#%6DfhA~7llfya@k=9c)^v_JJ7LB))zs@8B2XYMC04$2O2tc%r}z{|5XU03
zFw01YH%nW=vx0eEEX#8H!ChWns3K3xP!R3j-rPcdZXy3<FZUglcv>*XQ+OU0*5CYv
zH-7$~{KcRCgFpAq`oHrh3xEC0fBxEE{^j3Td++!B*IxT)U;ev)YB@d>qVM6-sW`3C
zjoRL|-MT_`TyV^-(PywmSABO3d8Q=$)tazQ%c`J3Y;a6A#>w{U@iYEZD|TfrW9+;#
zavc0r5RWP8(%TtN<)e1(-^WSm{CGZgP(A5*-kzV&KkE6sJ@Wy*Z629pSvx<W$1&QY
zS|Qk<kt2G0hBJB+l=&gOH)>jDjch2tn~{t?)G0k_LF24^eoQ|<rsv~*<Cxx_pVO0B
z+wAA`namF|?6YRf0x=Ox4}Z(vY>5tNQySnVd%8_yjytsjpE7GmHh_gU+#U=MD3XQr
z14D}~;XfJ+7%~=%GJ{Qbx{I1VjCH|_M2>|Am<kvR=NVkJ9(jk^iusN(vF2;lu9~l9
zyJo%?qpuWGR##P{0F*1{djxgOuG$qdw`^8iqrkQ)5no64nt&zY&)j)BR8&~DnKSOf
z8QXnic}&tz_qQH^rUa+E>xRo+qNkwn6EqtG_r9`C#&{yACoyc~4_ArmV67@sI0dfS
zMOg|xT%vG+3EqJeZ<8WFjs)5qwFXgUH`+A;23Ui58m72Fm*6xxijIs+V1i24Rw$AX
z8dF8ZR8|{S_BP2@V>E)MfJ2rF7MFEfK94~mDWkzN<sK!9OzfeAP?-r)GSfIKtr$>G
zLUc&u>=;|}fJx^7n-c&i!MAi|egv?QKZpqQc}k8Jo-m}Ofj}0Gm<y24DMg*a|4J^g
z2at>$CJP2GdK6`=h%JjhA=3q+B<MBr2U|5V4~V3RvZACeOWJAVPn9)7dWw2MF$l(=
ztan^VVQHZ7ios--1fD{gRFN<r53w4|<!Ve1tG<;#$6c<ZT0I70B~RwT*15Kd2#|H`
zwUszm?KrSMH&26)QduQ@<jkt1HcFm?WCb9IdCcFpXrGBUgoWp0Q_dCIpdvmJ^lkbP
z3ym;?fBBS-vA3o@>Jn3xv97j8xP+s`dL)4p9uGlxj*xlD!4y6`+8Sa(nYWJ+JLcs+
zn`iU6>h4kFHv%>vJ?=2*!cRR8y3OzlkG+DUl=sh6NCq})IYdYX!%&B83zo<di%km_
zCPy^pnx_f1Fe$Py51_PPt}8v9!o(WRxSrRCI};g3pGI@TmU5-zE>j;5L%41;2>-q;
zH&@_pwx)Js$OV&gC;VQx3TiFyzSAB`|5vzYxrk&1_hNt87{EbXIiNrFtC2GT<?=<&
zRPdg1Wx(C$kUaVr8C*qUm@;pE`vP%CgY>%JzHrILy+DyPazyJj5kX4&dI{$|xKhEn
z8$`7lgDyOG$vq7&%6<<HPaQab+Iu$ndkUv4%0nSIaFZt<xvY8*8(v>HFD_@`)CQ+7
zD}afKXTj6!9z515>YXSc;`MIjZWD@qr;qZswFRGVoFlj4QV16<v@wH<a4#}Bhqajm
zAVCoXy&{)-uJ!?WHo86d0d{)>tJ4ClbXAG)C(k@Uuw^*Y3a<$Gz>()4-3*0YGI86G
zaFa6*W$<{v<p}q>i%P;SB2-@&e*5B9=8R<Rw=bACAYFtUUgQ>N7j8Jd!7p*p>(eGb
zyb&+nx<;YCE@o(Br_qKFzlDyvC2mKeh=3gthxps@AdK~=yp*X6zI0Wm!v~Oj1>sx=
zAGb@m=&9A%r<H#TeMTaM_V1BjB=za2w6vOV7)QyBsE4QtY-<NG2bF_jBpM-g_XT(k
zB4~BnCJEZ{zIQ<&?!et1wh;sP<?9=$&nQSW94vR$sjt-PD~**x2~NkW&Pv@|sWdCa
zdb67MoU$IaJba&xRW&lM7|=1laaa)!`xKxlCj&Hz5KOd8G+u36q&}=w?^es%Uhpt$
z0I06c7VHZ4mh#z^vJSoS<5OWI^3|iVRCV0ySHIuCx97vP^9MQffS6_Frs@NQfZ6}b
z^_?-DG$JM`32@pGe}@UDpBNKArJhO2+^T=$5K;^_YEELP8ga?Q6pf@DhX5G<xg>^h
zqP_39D1A>+$^_kr_Sd7;#Yl5AwvxGb4%_Jn&C&DWY5NrJu0MzW<A1Mc7!2N$U9(Hs
z5-uZ%fu%tag-83PFKxqrA9}Zwg}X9bm|G1?cF2L$#x2}{cYqKl9jgZqZ|Ul<h;4~a
zKSS$JzeD@yK%>0D!(vhkJKa`)NHGKOnQIbuazM{8SLiDM4UTU(jt52fln2fMyELEP
z5tOLvt)kN`dHH;^S#C7krdKRAR-H<{R;lG{ReZ(kT3K^1JSWTBSHo_SxL%8A*jw;+
z_YsOf)wS?ODuli5du@1mGvuoykhg<vXRy!t!g~)dUmJnrI_-_S|37>09wXV6<_TrF
z-cb+R?YH}N+tb~)dnzI$A~Pa0YixJcBg<9YRjz7h+Mbym@Z5;Fkr`c)5!vymsx-sy
zz-Zak0xMSR3W=A1MPe5Tp+z7-fJVb0?T!S0fRI)^{y<0z0wh@Y16U*$e&0FgJCA$M
zy>ai&EZZ|(+3t#nd%yFY?|kR|J?FCl{J{~BK$QwIfZ;l>9k?^$M*RVw|Gt}!@4<LF
zc%rJ!X!U1<QE&X1!w_j!cMDD(S{g8d(w126DBoP++4{>-<<r>ge$8DxGdH_<PpA>X
zo$xxgyEuq%VN=EQ2bX{NC5)SxG=^#537LMmdxh31=wA24d5gl`tu^Z#s{G62X_YP@
zqg@I@jO;SeMvE7N7ib!z5bOw=)n20)sxmLaH}?s^*KvGnR5$9YEheVmC$sO*mSA6j
zz0%vW%euo;_U4b=;dRvdxUFS(XQagC>z;Iqw*A4G@2?slil+jj42<H4GX*VzA`<oX
zeCx*e;1CgQ5H{u=goQ%r;FT)=X$4!o#}uIJS}ph~uE{glPsQMx!H459QqLk*dzbgV
zw_>G&_o9bXdUF@Lgdv3!;b?i!#~>Ba7sLil!9Mh^_I<M2aFg^%q|1g2%iL!5`GYMP
z#F>J=$o!lXucs=4yO~l7_=mZGxruM8yVR9nOZU{3;2sF(=m5d`N`0+U@7C*K3pca&
zTB93A?N%pjG@@Q-qu$l~5KC-c;`^CEQ@at)x_T#m-SZ9!PZMHQ<0^l=Ta96tXQ=UL
z|K+IiE8g7_J)y=gcLH{|1c+~4h|QJ6&&6BK<^9<Z8^a2=g?4vc?<3RMKAyJ3^VRNZ
zUt#_Z&gBSlG>fWiY=w=6b|J(#?Du)qdIJKM(Ui{kl!*ah4q=Sas5W~2qwYHY*i+qg
z{2aHIrsLjr{1x&TD7)>P<HLiL{JKflWItw}FL)5806AMu{i6t3v+oVC$We60X1(6R
zmeWM^{GTAF0%UskA>SPK@S@qE7YMB@{@!w5zlYH@?*qdoOx<SD7^&ZQbNRko!+WD1
zlGcmbk{c0IzL9PmxXjF1?hMBrM507>lVzR#fHA1gU%M;q1(O%aTR5Q6B}-i%yOS}b
zl{7PG)CcAYdFuc3i>p~;8V(0AqaraRv{UAuy2<!A0}_cx5bILZGzecQ>>Xl{N|C2_
zN}xDjme5^D`pByE10i(PH|5#mG4M^$F^G#tl`=P`S1Xl94PxlsunTh3=@XWEn<V`V
zn3~}IU|XC#H!GE9jW6i9S5M`QJ?xNdm12b&9Kk!A@;<ux?p55h<t-QD`T6KzFrwgR
zo7;Q1dS8d3o5CHu!;GwQ5WAVqRfj;FQV<TohlpW@P(CEers#ZJ5#+rP+G8k9DO4P6
z<W%&&fsmk+Se8PelH>#e?^|F)gp?l47!qw$+)@0WgyInThL8_P$uF_#N5Na_F3Vi0
zi5u)&!LoiM8_dsj&qCDj;QscVU;nM;yA%%<g6KmWY7%`NydxsOZvNIXLi5QWt8^ED
ze1oL@koF*8s*enHL-r7&-`J$6hYP5P5R4A7=Qe-qw>C*VkxrBxp}hzS3OP7?lfk2C
z>ZdhHqZFA_agx&r26X4>BSgE?qhSiQz@QIFj~<}1`$Uf(j2|Op?tDn%eL|s|iUTMq
z7<h2V@UmU3O*CXEMxUNVS@AdZr7JMsly~q4W{3+7O(5nBc~*`N_r)|r-D+$TJFbmr
z9!wDIP$*64hYamIiXMwNhD0194E8DQI0>g_@QSHeRLZrIESmS`o!Vf$OsnQ}nby~8
zy<Kf?Ag#+2x*zf;t@%}>fT#hMzFnFgvk%CZq8C9g6=GXg`VeA?ml92ZYjZ6YZoRHn
zH7=S)AMjB-CP`~F+THeQcfGk*j~bnoPA}Y8Tit*Lq}gmV!nQe9bDZ$!V{?ud>Q`dV
z<(%WUEE>}@H6}#5q)NL2vsay`wJnt;laa<=vk;A6zvPw{YXiUgmgikU@)tv}L+U3+
zz|B<)OsqNIanY-{i3%8*zPofv9IMi0Xgt__vI{=j{4&(|G_Dv|T?t2)04?4Ps@J&(
zUc0>=hp>fAdW<ai!XXsXWm$_16|$@lvV|jAg0OrSl?9DUyk_S8UWo~lUmE4@7rnry
zTte=-Bjbp*aYM`AK`Nv=?jT(5d|zs&60F37mkbbz+pDdp9={-ZL5Mgl^kT%B)+bo!
zhX{{9LWYPD>B=(yzCqqt*9W^F&G%U|rQjd>&+@ck4#$tH!{`wVF|>Juwqv3993{W<
zHen8DZ(o7ALkPQ;aQL=3+P_Wv$Zj-wTbv%Wy}&D=0%3!?SAuK9-3WTiD|D<^^aQP5
zw*|`qXry2<u)49f7PeL!8=dA_uf7q5xNdVlvgGl36s`ef?K*;!!zhIr@oMaO4Yc9(
z#;;$Gzuu09A|(I=T-E@hb^KUYry7@du2{g&iS>fK2e3dvuzj2#`PGa3>ND8ZT$@Zn
z-HqJFml#5|t@h!)2V9zAe!IlPP2cI#$L}voeNSVLTX$EotUb={0M*&d`&VvnyYGDq
z3=a_g<idMTd!VG~hPeKxVN3CJcP$UEh2@3Z1yXjcpSpdWf7kNV#;hy5XI&6DVTgke
z!IalWr}*KqAwFNTpg7xIZ>78904*)0f)SO8%}exlFM3qQa`MJD8D>M^qHOS_M5z-Y
zg8+meSQEweLVM6=TzI?5{;-PpzvtLjbYatmJrnkRkQj}T2Zn-sL;fUcWBdXySR#@L
zRFXBQ9TZj;!nV*dB!sIbF0GceA~F)pJTy|010+R2$`2SN;&!h>{*#1R><}>PGl>q6
z8kmwo1ya(3i#4S{Ao)-Q_h|*#3+6Bkq!{`T08AhW>P37@JqdOxUIfkce!txg*Bi~w
zT6<-!-KB)-VW$_h)?2M^6zaW|O{QL>{Rh${ByJdOPr7%Je5Xd2Hy#<^r1$icQt~K0
z6%r0OFckq4JwXxyE~Y<ueD{ujX_AB9Gn{|f>U<je*?aC9w{SmmIz#n7_rn`%Pjg_Z
zp7lqMnv^e$F#X<^QZV%~WBl_ahG)TbKiPV@)5zy3Tg`p98;)Ehx3}zebCEU@TA`%X
zSLNjYtXCA9$8XwTVuse?*<FpAb(4Eg!e>Dev58&h$2Uk4E>#?41_ytC9J-NoC3ufA
zg;jCzm3ER<lC+CAwq-wSXl!bI-=DuOtn)NB1@kwZ%aq=1XhYfNlw!A4)~~me$=h2}
z3qsq_{D2Jh%=U7nLJE=)InO4$B;JQnyp*m&^efHf4QznT19^X74mcU_3uAJ!=vQtA
zv?D>zj(ud8^38OR9|$6MVKj&x1ffJkN!ZIlb3@yjYR*~LDle!<tyZ(q?(}=B^=PFT
zcH7;~YB%a_G|9pnhB-Wb{+2@U0xkV?PonWq!wrXdDfSinMR@4kf5gp5zX!AR))9MS
z<>nCgJyQm{m;01PhO2Z7-oTd6Z^R8v7rZev2C_?UI1Run@<DK<mu^d74AHG!CmA;*
zf7!)A@9*eQEAF7CW_r1eomShHEV*qG*tZWyT}CdpU%UKtJdBV!vWL_<43j`X*LIW9
z<jpvJ!sZ{HF@DS#zU>8p6-b0kg8It(eLoc1Bvl@@d!HJXf5!{F#TF}E^RHxs;l^(U
zhQA@U;mgu@z38M-%PklHakYNx6r8r}T=Mfpf^F|GvhQV7iX@45_752Ht!&7<;TM|O
zKU@rIV|K>?Ii%FCr_LPt8ad~fE_alQ*Ehxye1I6hgPx%HwL6JK`J0D`0Xop**i*xn
z(9tmpPYqi_4krQJNhWI8f|Hp1a|ecad22lEkzI5ah`M?(h^G;^2xP1$nmf8=JrbgZ
zi92O0<R!P89k@HlZ8n4QoGZ;h`3V+lEl6?~A%XJF{f{HIa9Q&3=MI}E$JQ88_%5z7
zOoIpaz3{N3dFSanOo8!0uYexT-5>VsDqe9$v!DP=cLo6uCgUfXNge{XcdW*{vsqvl
z?`x#K?CN&9>z4$J$ggZXKhS#^)8uKiRE9EuyEX`HJCl%N;o9TQL;4P~k!jw#>$}8)
z+ZT2iGdn$Fgf=LQIZRRLiJ77_xUFBz#r2xuJkv$svw9>2#BP~~L7#~HYg~<IRD25V
zSOk0K{HNBiiq$};m>O7YR;AdWkEZiovjMqHV0CEilbu`ZOrd*Vu$LRR>aEeE0sIXq
z^&A&<&plh_+~XcKwjNn!VieJ<+72wA@6R<_mm`VYk_01qq}KFnAr~hT7Co%o8DRji
zOwFPvx;l6C8L)%^K%YRio<v=oBF7_~cD0w$k~_0p7)>v;F2?mI=A`0s{T9x$(L|&U
z<f87Jvj7}%gxdwTkor$I*j<^$D_Xi$1Z!u-^?`m2LyueF^F8Ud%VfC|PYF|MH{_=9
zV5awvZ#ms(;4pm5CKGF;l*|B`yZX4t1A|IJCA9x(H9H60lxFDjU3PO74OVmAvmMiD
z;Oz5@zdaW0CvfxW>+v1y9L1!2xB%_ZHDrhrK2y5@)Yi#lgF3zBp82?KOuz$c_0ERe
zwi@N<7vn6#0B0b_W|iWV)lcqX!EM0=$N9+u^AF5zoR92n!QJpo2Xc4BMxr`C{pR4n
zJ}$UR1ZK^Ei@Tc&y{X-fhLlv5A>5<JhtY@>k@~IB?djFb+|%5J_s;#=^*OmyGg5cy
z)~};p28NqR8fsQ#w-<nccO<UD9VZq5mXRK;Hh1;lcXt6BlCC(GVZPh3HsGBu7Co-n
zo%c4_UGhI{FkCu1XBkNc!`|CyFUAJ2l_rC^qs}JI-pSozK~V9Frn@Ns;?_;BBGLEq
ze$B5FxaDgLL83zx1dlU4`rQ2%L@2<!mOvs6X2;sM-AQEdIQ@`l)}8zJFp{`gi6Ol`
z>q&Anxrvr<&pXmsi;*Pia91h!fOhA;BLNbcZ)OohCJ!JPW4!U+vJU(1{Jw+4>bNWD
zu^i)`dMl0xx>@eo4HR&#F>-NK!U2R|#%76pS-U&NkrNl$eT_ZVtf{@O#a17EL37tT
zyM+737O=Q1axQFcJ7U%fZtG!H!3~U+k`^5N(j9Tiyo2m5$QFcw+_`!mrz%Rj9QE#o
zoyc5e-6lP-j*;$YLbt-E2!}vM?^15<Om4Z4ceZP{hT*R65w}8|;q=8b@kTerWyZ&_
z+Me_@LU&$#98IB_n?|=_f6k=39c@HKZl^hySeF)9muu;qJEG*i%oVxYt$g<p5?}NC
zScUeX-Q}7%&)06;*yfUMXR6mj#3m768Oq((Bvi&K1OT|sTV0o+&)f#wi5@>^xYJRY
zka{j^KXA_6Nx0heVL0M&2}`l&2>$@=B?G-g#F!=l%pt&?CaN~tj_ebDtj{Eldy$@q
z?lDv$!FyZ*=%i(LuX|)vpu%`pU%T|E^>R$YIz9HT!!g=+Y7cO*jwaBwuwJ1?vq;-1
zUCCVn-U~c(TuzE=?5XK)Px^K3ZlqUD4+eYMxNP1TAIRNJFX(Px5ev|&zEZ$2l`ey0
zKs9%_i_rswPPe<`nNZ!eB((0SiQnp8WO|ZFum<ZcP9mYV2_){~2B{5M6L1YK<7Eq_
zs7ZskOVwwH0_87EZ)&)uL;CbZT4AiKTsUTqXM%ru?I~rcSQ&*XZo!ueRlHCfm)h)#
z;c|D#^E6R}{Lf&?vY9gQikR=HPj^^qu^}xF@!ob<6LVIiGbj4hii(lAfmo+g?5O69
z>WX_}D20>IeSNx4I~$AYKN{a>-H6+w7*5w?AhwY4mJ)BcI~|22&QegiE4_ZJ4K&?@
zq<qhZRn-YDzg!UK#F>I?$GSJWM+%M0DAatdd9eL6MT)PuBaL+d)RebXM9a<^&H$uD
zt=+^8`cc#)y*tiixNDOJSykLhFQ#ya!6~lc;V`CAd@o<&ZDE{zmpr9zKpl7wk>$*(
zun>-&!E6{E5yvNRWc1MC?k3DXSKwW9+Uq%sNXaP;3o8_kyCBP<L2_I~Zd0A$8_Qb{
zU`&uPI)3`Ic{Jxm*;mEAa0HnH@0RXnDv4N7!;T2fr$}(;tSnEm?}=NDwlCN%VULq-
z@;p#R3SMgzHf#9hs`hEvjs4g)SXyK^mgp5VUbsWPB~8Z?V74g{!=A=D#z?gkBK}~Y
z@s~8PmR0VMSbNUho{~vJjiYOvRPQs6IGG0oBnN^Q3gYQ-I}3g?TmFd>Y$;}p=I=sb
z0>`gXY~Vh2htzRY%grup26v9^+bH0uO!v#^Z02Wm8^ifw2%9z_V$e)aAqGnOq*Jnp
zk7|3ToVc29%SKI;cFHr{Q=}Q06`_vo*oFg`D8n3?_B7?(9tsy>VG0IgwC+RfABYY+
zg4=u_PS|84N6yPIZ6k7EI35iNCv2?gH<>k)q4s!=$O{zlm0$<6?*+k~esDORBNVK9
zM3_dDU<kHymCgj03}N-Q2lF^0bp~_0!+=6c35V?Qe1^ydlM!HQLGT+ur0O`BM3C@T
zU^s{K1zF{7Qd3~!Jl&KgcEU=$gW0;tt$|xJA}@qJHlI6*5{l<RtATiWjZOou!K=Ma
zZ+)%4y4qUlhO3QsJL)w|Ow>!N#09GEhO5?-&nSqjK4C41OTbOieslMVC-=f#V_qY!
zLE;Ib_8E%@AzdM_q@+CjBGs;5Y3YVQBOX3LTnBwsw;s<X#_UF8A0K=+p>V%O36r?E
z$X3v`mQRjL=a>R+mj2}FbiBb}dCF20Au>j7MvWC!<u6Z#Ph-n35DYff2Ql^|7;Fr{
z?j$`t7JT8(Jbzq!<3IY;_eNT7?O`c)MS7UBBbE;5>SHhStLR?H<=)&KO}f?I<PkzQ
zAY#&LtzBIUd+oLUI$NhLhR|KgNMG2Mid)1|!R1q2_nupNe(9_Rd_jGCku|*XnrbeF
zOH28yO-1r*0=r|8TA+$-Om8OZ!4;1ry?VJUP}gE?Z}{pv7~>$O8JwSc3z2yMZbtoZ
zK0Kz{Tx1?j+ooLw_?V69<s=Wy-dLcPEIgi`j9a!AsA(}aPfx{cU<*{Y5ZO1A9K3@A
zRtR6XGQ&Oxy4RC6x~8lJnzsm-hn#ITH!U&Ca-j2!S6d-cpl#WhJR^4Jc8Mls;rVv5
zr#$Ah1)7u#p=X9blqX^bmS|rdY#Ocna$5aP-~UdWQXsrlo>ke7)#FtJPo=1Jjg<hT
z3(LkC!eIrU%%FVRn_V$a59um){|WA9tb%!YSD8!M9#abMt3Me}|M0H|52D^=9N?-E
z4)^}>uj+Yvk*;Gnu)wBO+XIM;&UuLRl#t^*zUZ%~msC^FV^df0Sk5C9yncFN>71;&
zVlY%t{yaZDZN8r6gF(e$uw0=lB5RIn$I`EQ;_UU{|N0~vF01xirw%S9KAQ!Ks?5u(
zJn4IM+MbdWwA7T~tSN9V-sM;y;)X4#hq7&on>nAG)K#^z>s<B^U@|l4;kNAhU(+>R
zBO&Z`1!hc0RzvxZ2h)8@;lfUCxITvy_*hed;y|Q7p|m3icJ~+#(0%01odLlV3Gq50
zN<;-irj`(6MFgb_maoYQ2VGA+qEV`%<yr*;FmlFUND&6F&Ay0&n}eS}oPq{Ka2$ii
z;3v_X!l}vVZr4WW-f3`m9PQOA3f<d?SuE4WaJ;ry1Qe1<iHtKUE*x=!;)~(Z8mNAd
z=~ZNiGlU0@M>E`$Zh(&m4+lcI!lgbC%@Wby2Cz?>?2C{qwaShPQmR=?T3HIsraBAG
z^5`DrLP(th7nf*41ZgjI>8*H3g^<Juef0&HPW=E~0HV;#IDkxtJ}`?T?OWh~UnH8L
zmXar>XKYa8#rS|l<rR#AE+YE#Fxgai-)X$N$pb++J|c%X*iQ=s*^SFAI6|satK1hM
z3L!A!v^$i#h+2evK!_d(w|E42I}G5}N$I3<p9_RGlUso3dvJxUYzi4oEdVyj5@pUE
zL#EQ;bRd|LxZp1djN^VKhE%xpL)nB5hZsu9alyx#m<}XZx}u&^+wFFPCF=MhV;wS~
zhSfW_-!idwra_|56Y~+Nc;p30$ezT}h<IezD(c!oTt2~IL>r)iLs2VDLMJtZOvpT-
zfQ1oxjmmBpJq3wdj2Bg6EiESEv`%T7s9SiLjmbn761M=3S{)2UAXO13D|YT8r&j8D
zGdy5Vq{1euDhzW(W2O}v^I}9wq1fA;GOHHckY0zwL!ye}4$>H>9#J%iV3<62uA*UT
zZ!?{Nh~jkRL24%NOL_l#>x!=^-6;I!wtnF+!RK~=DRs*B7nMg;e?fhu^cSV`pTD4W
znnF=>L-sI%4?k~VjA2bj-y<s*f_h@9!tyrwLQZ};Gq5<joTqeLn7y=;ig*_2%1UGn
zQv^dtI7iwppac|$5v!wV_~NI9lopYFs77Tjc*>NuFJ#LYwLKnD|NZa&Wg0Lln&TBr
z6Jmgp=X%;F*n^~I67y6<b!Bk5tN>#N5@b-bOXDXT%F(8FI*^E5^PA$;074KoS2y)y
zN&#7E6~UqD0DkjW%5a$MB2We#bkS}svq+~l5jZOfi=J%)dEi0LvstEj+YcWiQWve1
zgZ?2pqyp*jd|xJPlPLDXL!>_&Qv_@!HkXr&CahQm1fRJ{@Q6b!e#*X9fz@V&sI-%)
zMw!eETdAL7)QZiC*{!p-b)r4E#37{s!s}uv3<n@}lerYgzIjX%e;Qv>%ugJfMv;)|
zy9;w{F%mU8%gJD*_5x(!g+(R~I1{K0<QR=An<5e@HtMW^sk$dAi=X}DgH2xc(w6p{
za*=$C_iN;>iyn)OPWA#40AR(XaBCBY?y*jRi^)D0!`@nBHT}WnO*Ohc9fX_W90JQl
z5taq~#S|mYx)j>pa<|aLLP#n}|N6m=k|!x7HWVS$XdlPeu_v>d`m7l__o1pppMT|-
z%9H8@ei4=z;E4t<GJKa=S}4}@+)RmjRgLG89G56~q!MZ$P&hodwwNr=gF^91q3{rC
ziJ&~!UM)ECRL&cR!tJTt7111nT*5;?%~eIgG2Ns+Y_OyVsxD(EryhLeA3Rh~PA9A&
z<4gPZc+i_8hTOX2rfJ_#0_uG{4(sFg?Ksf4k_dNhQ&i#E>gOAZWv`0J@1O6=iTOFN
z!f}S`TWb8pm;IX=eY*M?md<0Uox4gT;ysJ>C#MlJ4S$eJa8OuT6W6|kgNBGGhLbMA
zpFqkw34cPCl;CCs)20DH$>~*MC|`(&G$X_(mo6&ACzsw(Na;fpav6!0I8;3rU`dQ<
z4{AEW!VpnXm$C48zcSz{3Q`UT<QBHz&TivrZEtEnqu2cV@*Wkd_6E}~onlnU*i*qX
z3+Y$(m8m{Gix9$1k--Y33u*zU7OPj6ws43#Bx^zI;e{<3bliG$cBj4W{9LcQKbzLi
z%R9LL+!@io)>F-sug&CRA)_<-&LhSk%q`&2qX<4%#SI$ijhLG+RzDk!k>)F$R0q>4
zoqcr6j`oGg5z{s?qPS<55>nH2(9>e<%84gv!zAKbB&`N(e7dG%UDV1Gd_DpS@ptjY
z?Q0)>xOMmbhqZm?>iM+99!n>=*h`)>tipI&WUJD|tEU+S6vWbrW&XyWdNlIVxY>_Z
zRvN8(vt4hm*PDH0plGzB77SiCItbmnzS57P^-ddNfj%+=ue4UzHo|7qUhl21hP`gP
zQ&*Tb8&SB?30IokR<qq}bh{gkumeP$-b#Bl>b9bdXuaD(-YS$|U2CkbHT&(T+3wdv
z3TN0`Wox%hB)ICXMS$t{V0zQ)*BgDLA#Q{#D@cPHt|94FtJAIb>z#VLf&5qDdemHN
zAQ2{LYedZkb9}SaKv7ulY}DJ3o_AW!Zo7>JthGChFxtT9TD=#xH&!Un|4P_gZHM)Z
z{(60_+XiJDO?Hvpq%_E_)=Gb+yM}CAy-w8JSnnYkW4{6V>aFfZZ)Ky`TaS9pHgXAU
zbb7shqt$G6!}V@`C0gak6q|S-t+x9so%Tv23}I2UveH=x9UI6p&|dHKRvT+krv=Wf
z*4O*>_UcNn+pVvywbuGkH)`pGH79u()NB)mZrBNj%gR7&>bnl9Zc0oi+90G7o)HKC
z`(OEkKl5huul~`$^80_T^Y8t=zy9z1pKpKnU;OR)-}-a^di#9)#;5<*zsY0C|M{HW
zBAZDHr*JKggeio~_Y7l@<_6PU>va^$uM3WoM`;UB?0Xg)5HtGW^2d-(gp=;x^0k}S
z9_%dd;GQ?0d`wq#Bo>^`s<>l{ge=ULUdQ5?;?Oh73h+#g>^HlJUj->@@=qP0wXo+>
zMai2Jz|tD#l6B|38Z<6dD96gdbbvfX?w>lt7gO(Cf`FLRD?;9L^-|?hB?yjD)kEkY
zl2BR`k{6fM_7I{P{qv)sh|-5j;O{t8KMIwl0Maz=kjg{l?J27VB4jLKI-)9wP$e`2
z1++m{yDUi(zIv5H8X7sGlGjKf8q(rS68z=S4G~TnI7d_vNi@fzC6cI)sw$FLT(P8-
z?v>IPF`HOvM8DM}@pMID-H}Ak7kzYxswbg9vg$o1J(8^2WmHUln_HPAaUGXNNn$%L
zwGy{8AyUn$TS_gTtzb$m#==6s&PQvRQp@L5HKmpp3Kg$D&Cxf>@(Yzt5=_hpxB(o4
z{z)RV<<>`1LP>PTr-_pIj;M~3NIYtzo>K4^&`C*L>cn$Y#gs&LY}zS_?wC|m3fW>k
zl?3D=c?>EmiBN7#KE0KC&qoW-#h;J<#(F73c}3{bw-{FU6wzTx0uy7Tj3P^-GTN+6
zV)H4rBudY2%1zC!*`l-c-gqDBEO!(4f&zA7mn!h&ff7vEpg3260!Wl`*`*3>K17UW
z2N8~5e2@bKr%jK6lra;$gwz{d+&~lU53X<DT+wfl$Z_a^C=10)m2f^o+SC{&@_g^H
zExc5rET)vs1Lk6MpwxeAv^kkaaIr#s6bf*D=mHC!H`^u>`v=3G5Kg*a(#@P$3h_ua
zd8hl}{Qwub`lSlVkE33dvVG#hrD=+NAzP{U-w)QwIWrAPq{Wg@$Vi<7YPGhS1FBtX
z<$zkxg$s6aYYUNW<Z9$btyx>ofonAvRJ+#Bfh$iVrF1C=vPQFp>-!~Aw@<?AbUa6d
zY%$i=Ro<56rlZr+T|%Xh&~kvpFbK9D>_Nazg-LpTH9*o*`hnmZ!erxWP+*ZD{K`~|
zaO_Q)<Q~j2dF(@rNiWI14t6wErN&opc@@$6Oak@)B|wE$VG($(s4r4T9kYuSk%nDG
z%BanvND(@~7lQvq5okW=7b+uzZ5AmauLDI&XgzkJLNG2U0&m?ViWFmOHkugzQEWC&
zJ>+XUw<Y`-!jDO8g81NLD*qx?Y36DDev#79_}@`ME(#V?h63rO{H6nvFLFPXX{z+H
z5|H7j!((iptF;Y0`r!|Q_kxTK%IMowd6b09E|;v=Hqz+460m=xQ#1c~kA$!M!~KLT
zLRnvP_UQn%V!21Pf?jOTsXK2FRI9<x{hRl%1|qNtqOFrr>SNfkNpJQJ%<;(Di}G#4
zBuyPH(r6LrI+S5V<Qe<m{d%n(Oexnk>@0zl@@!9{eQ4bA6i)6p9z1|(Clgz8akj>a
zy34o>p<g7Ru`LepNOZ+2z6hq&X``l!akC_EzA77}$?Zc)T5-_Cp(zl316?sp7tAO@
zTgkYCu+XWhI-L(-qd0{Uo=V6qkVvurkb-SS!cgd$dxJ4WzaUsTDMIPY+nOpsI(8T^
z5P*OBs)e242+05E7y@K~8PkAtAZ09&0U*r>vH*lZK?Z<hVnA@|Q#1_=rjitCS!xbH
zbFScE0q)r^Y3k5#F-UMNu-}>Q$vJ08ogsiWYNix<qDx&vldJAeD&{}j2ulxoebfOO
zXv>FyO&$pCpfBvz-@&p&Q)9i>ewQBm$9lpx;!;Ifx1Bh_>Qtj8Wrg5L;8suHuylhp
zJf0scBOW8E`xL-ge61cl<Tw%84&ACK!K)N{rt*^CuG<7kEwf*TyU=6&*3mH$Z&W*u
z0~-#~F|Pb-UK&l&<0a%Lc?n2o_cCZh-bNlk+`^BJ2lKKU1L^iLU={JCm`wHQ#Iz_k
z?3QJms-8|8aC|uTLmq}dJFfOGgU;o>**+UZJ~hP0F<zsY7+vlP$G@ICae+JYRBbrk
z<>#l&^Apt*FS#(TnU;KalB~Bb#q1ZkSoWuFV(gfQl5yxOFm|+7=ZwUYmYpbBNDAjw
zZVs}>n^P?UeXLcZUY(7PmbAqvmAgpRm8P6OLX>Jy!j6=zNMA!~i{kIZ54KetWt))K
z)T^ugJ{x2$#f(d33t$auDETH1gB|!-c4s4ML5)J_^x7*Mt(D#yGnm=8l))#4&Eg2d
zWVW7xa<-7c^R$CuQ$D$w>8;FYTvnU%H6^PB++VNl!t-{fV#=VWTAhBl)@$<~w&1mH
zH={eZJAqd*vTX7Y<rjaTK+k=s0o0S6Rm2Ovz=%XrBb@&<EjbaUA-JRwQy|l#SiPlR
z(I~f)-tUx6JF^d%giI`Nd#kA7LbrXm54RL@dWLwsFqaDAeaBA*L>&kN9>Obb7!4s^
zF}cX{Hohq0Wj`T5qYP(#M5L=Z)Z831lk?J3692oJESA9V@U4L~Wc(xAw(aQqc?l|v
z`FrW4Y>$UBl#=2~&H<Vm<69Y3AMRftAaZZf{>YEgj3nI!G|?#umq>V;$Ox0S2Z|y#
zL&#5vm^8H;*YDksBo$>zN&NL>=Q#XPWRaUS;@X#(%4I9~Q7*ztkyISDXSxY4i73`L
z1apvA6;2^0bXCq-R2cKGrtrlj<x>Q~G|A)gj_DG(tBc9GvGw7dZCYfsFHr7HuoQN)
ziMcb);*gVpAuo3d;?2>sTaUsaHteEPy)fo0i#rJcPLaWIR)U%`$kS$^)kVT6t;Bj$
z9Cg}CZV@97Rz>@%DB>LOceb{+ZasJkggA(EjPyG@TRKTY?&(|*Z;s^%iM9saa9Es_
z61Z~|xfe}#BP)MHZqAgzonxTigFXbjVL!aw)D%aZW9U9W1Ys+XWX}DuDB>Ke(SsrG
zMx_o8Wsv9C!YJEk$>T#Q>^b%iBI)Kp=g-T#MHa@KW26x&w|d2CDULcv_X=VVU8?vR
zTn2e#@xDz2A-4{k!LCul!J<1u=^AnlJgm=F9FE)zP$}$bHy~>tCvM@0^YIu_#|jI3
zO5(5O>qL;Xy*KC=zCe^ipLQ#=c{SJ_;g+n-5{eG2vK8bRkir+M^j2HChCB-jZaHPP
z|Kg}~?2F~DTtyM*A$<-FL5Z71anv~un4m+4)ycgc6~voor8wM23Oty#VB;@*J}Zeo
z&&UT^*xu;kj4+q1NzBcs(lz8b|DxlZOG<8{O5n~j2@dz~PYMgziz3cPd%69r1nxXD
zvgAHi9CeOKxiiKNR&?tsh&LB_iPf(l-W>efnH-8;vnWG~qy9nGnFl#*$DhmwCiQdP
z+eIO)9`%F~*=|EK$AO7*uOqoJdbAT()rb2XouV&y-T6^wGD+Ne%N)oHVf8Qy<6k5Y
zx;ETJI^V+kN^XpqfFx@zyw~Q&_^sra=T=|;wCI$}gDeB4`1LdoGSBA4Erhg|9W@{;
zE!x_mh`*oCYSd2QSV2!wB8njOOb6x!j!rnzJs$LmU&aez^{fa?f)M+C936*NH3g;T
z(#eownj6JS*hLiCqFqrA{YLtzaEaoPI;~y*^a1H$iqd!FnywcoRS>GAggeosu+r%G
zsyqUw$1oTAl8KL1d8Z`jAq>T|;(Jk<HXM7+B}SnbM8!9UBiD4JB-fE%91f17-7@?>
z#yYpkl20mC=rF@!nFbtdtsj<df{_N4X~Z$td$(jWq~t(~GiL*Yi!albr&0L_B^&h7
ze7{T+j;Fe^SRgR@GKqGpyH=9ZQn*rv?qjQQvn1(4p-_hM<Erq-#R=a=5@95hh<bEp
zD|#?HrutU$k`1%c*&rO2IYS<y4v&=8fBN1=Y5-Wkeo<J}Rk{X`meWsKnNe8=dG4#k
zCrG+9EG*A0hu)*!^mD0{n5-1`jN7lcJc&DH(dk$OsYl%D@MIfK&1D8nLA<}RVCt74
zp#aVdNr>nMs=m~qD2h0v>$K^5VF_vxq(OQ|&`>BYQp<}lgGda>k^;;kNWYuWa@flk
zmL=xImm%mxyRXCby6E)JjWL_T;`h~@_%fCTw79$^u^`^;u^~hb#Vx0cAkFTlGUu?|
z7_(Wm6L#jqa8g2;TM%ysx60E{1gU3nLM)COu;GWN3S~4aI`{G-^yv1u;%y{qo8ig~
zXR>)2Z-U~eJqJ7{2AV5!mO27CWsrMzO%U|qwVOM&>w^(;o8CVt*F8lM`@2&RQjUPU
z2t5{^%mF1$Da(Swm_2ivNf9~FqHDua8oq*fJ&G5XjN;}+`B5&UwWLc)LA?H{Erz4)
zit_Fx#Zi0KS+_%ouA=K_5u_QDS#kp*kM_!#1r|k|F{LCSrHv*FWBy_C5bJizN4Ln<
zv}m^!L+iPCxkQw(;3|M~A+hCLB8s712rY#~$KDYR+J&>p$|IQDCZ-5dkHw@r5@eXy
z((|Jv{)H2KyQJxCQN$k8gBX9xn9UZ#x_F?LvbZdUb|J;3ED8%@%>j(tY0>#w2y1)M
z;;l~ON1QZAtHytxx6U9;WSNm$2DwM>>dqlUP>Fq~6!wh66s@>&|0#EYD2_VgjQPn?
z?otKuW*lWy2R(%wjUV$H-g!py-J;WbAtuj;plE^-)b&s0UCzqCoO>58iZ~Pg)`O=+
zhzD^NA&62dB@OTtE$oq16tU+-sk;V*hzJ}-$3p>}9$g<-FC$y1U*+9ZO4s1gk@`tH
zg3HPg>hNq5Uh+!$%9lazS(Cj4m9Pyhj=Gs#+`Pn)Pi9H)=kir}^tP$QmGFZuhu(9E
zNF}O_M|4U2d8coA-{{gccutV196N%S^wFwWEie&qvM=Y%b(Bi-E`iE>x|Eyp5$edz
z{iFE>AFZ0)bE~9>a7p}mcM*)c;$rJE$UWB>|BNkl*)N6NBYkI*NSaQTFGY`E`B8fA
z<?+gQLJr-X`%qp8YsPu?)&tMMIX4wW5od4>saVI8L2*x#{3tVsRUJ~&^rI-^jHA0E
zq__!40h}2_hpR7P3Q`E`V&F2WgF;vrGpx8(N&%c6(KfFN>a&DRL=mKm2W?5al%j|i
z_gWeIltNg)lYV|HBdW=V&Id(4(=q{3;SDJtIv-m^r4&AQKbpau_>1B}g$rSQQ8WAQ
zpd*rn72SJNF&L8vLJj$j2mpKS-~ibR;bruwFjMm)eA8(YS6oW2vlx{zy|P;=!?>1<
zESnpnQMDwiMwH_jqV7_t)S?|)46VOYWc!gIY*e`Vya=<%6crzT>yv2BTuXL=g2uQn
z+5?5K8gYCY3FU@iLA;B*Lk!8HtSE-ogjh-Ag`5|6!!HhtQc?o9xgKScvpt&(x`jtc
zDeSL0YoiE1R>ssg8_ny<O12Ozueeq1B1G=;ELy`U8H;xBVpK-wL%k_0lerv=*0m7R
zx04LS0hEkFYuod}y69ZkJUx1MP&~eNHk#Lx?Yb8pb_$;a7U1zT7>hAQ)+=KbmJ6GQ
zqMiA{@Hkp#<9R_d5E7&^C-F1{7c}CX+eL@7r>v<)-Jgo$OhaJqGkig_m)0X3E{h^I
zk`5msr4F0<QTic|wEpEsY0js1%a5`i=EitgkJ3_3S!u=P;N)aF=O{hqzVYJJ*_YA*
z&ZyyiZdd2ukvXJJoH(UkapAKn3%h#!jb^>ssN$d1V0$o`4}!aM_2&EhJ9uYGZ-(>D
z?zHw8rmYCjFdL6*QE&dPf_;-=uLK_>DZ*en3?Bv8$Gt!NHy$bo{tyYV&M#e%nX#6Z
zD#%lXtX=e1!I$&=^|bkVcIhlXJ&#;m;;#Y>DmP+9B>a+(mzLh~WX2vMyY&~#%$i@B
zAhq_sSr}!>#pRX<)9GAGBq?2(?wIc_tdz;aXMmLx5y1xCAcC}cE)seN;WP+?;h-~t
zkAZ|ed4|VYFrb%{XfAe-VCpHZN(TM$BvAQQYr*xy%8V{RLlIIVIGBtP;&Fe9EU~k3
z(B-5-vnkTgt5GA8%I-x&nWnZEJ&K0ogZ*eU3&#D5Di1=!>3D=O5Kwwfl$PoJ=mB;(
zcx}iW<yS!H2xqS803hM07wl6SmP!SZ-9XRvxA3$#A4Vea_+*B54u>K|ZWqA8wFh^m
zqDdlgDOC{a)>ka%5goPQTCg|R-K!3X>HukRCyxfvV-POzscNKa%X|`{CR7kU3I{{l
zk}GsLB<ijqN9YU>qaLwo0^&qK4>Z*<iMoRe21v%MTLT%xBzmhB+`|V_uJ_^8uKE;`
zY*8V2_-N1*$b(JhdX09FA8jgDOyfMFG%Vx_qj@#%_i>T{Pl;>bICW4s4CWGy=#D1+
zup1HUDtfd~7ogL-6Nq)Jkyi_L_Rt{akIGaWQ9@JUl^^^<=TxdxZee&)H!3EfV{yWu
z49^Jq)O|Rf&jhb!W_#-M%AcCeab|>1`t%>jF~Me&C|afrzRSAUyEQd)uA=UJwDMjw
z+Z*>#GsY1p*$*CorC`SuGp%6Xb})zd0fAWX^qzJFzzWEV;L;x`wCA`J)NixxUk|$v
zP2RCf3@7?n0Uu||F0=jHNyKVmA9s>jsk)7R(1Bl+0n1|yry81)p~`HHBmkZuw2e+_
z<>rwxvmgoRW_>bE)sP}wA`8mmDVj`E{qR!OlgOl0*IkxbERpHRWBKBcC#%Dx)J}RH
zriv2cNaD*DWUlfqX>I{0r;oX8rxr=(-7zAR)IxS<oE+_N-Hkj7;dsLnjzMYcwc0MO
znufh;<HaiB<ZH<R?*tak!6n<GD@W(Wvy|j068A*N!6s5vTiHHxbVec*Mh;dvJ}Ws!
zVbZ)S$FQP8#_TFb+lB3sNfMEx?V^O8$-!fU6d$})CTT{LlL>ArgtSG>8pKo^&W4UX
zP%UK<OBS=ObkdeSyOb~5e;$^2jc)Svm}>}=W8^vU?DN#%`p)E-*5J0bg2~fCo*3?V
zSmuqfo?}e_dCo$WhiA4KO};9e@s@|pZouyxY_@%9a)G1a>X?&*o>-J?qr33zdGS!x
zp3{w41MHyDp3{v5Xoq;ttY4fOta!|x`q6d~`Ng$9$po~$pflq7YBQ1y7;WX?8EZ@#
zwr7s0YGVI-j13q*5m>{+B8Eku#iHqYIM2Xh12neHp0$!81xL+zu!GcYBv)8}DQ<H-
zitP2`2vTCZ9s$$Sj(U2dWFtKRJxeg$4P&}hmKI-h&JRl?^Tx@%TM}JXyvh$s;&eks
zmc{avf+`y6hn|*;rkxlC@eqeUF3ucZ#6gd_vY(t}1VGOTz+W^TozHV<^%tZdU}`_i
zy~a7=?K~$|e@(VjJ7Yx`%c)p>6<MBL-KiiJ%*|sN=YU%c&e(?p6$F}->O>qfEz+wc
z#-I~&EQ1puJNHHnSWDHN9kWXB)!ATryUyqURGZj=vs*;m*wxDNjH8F@w8et}fQh(D
z88jqdJv{|i+hn*T&vB9AQlcAqCLxzla#x6@ViA!%W0D<zy-|Yv)F*@acrMC}7eqkH
zIg5F!dU~A;_#)(Zj#4hTz6>oy?8<@sY`0vq6H*{g=ewj>F<dg(?G3k*!A5^n6l3F~
z*8!IpCw7Tv@p7S!v-d*8j&Nlmbm<Tqp1Z9}vfr_PA>(7wDm>@<ST)vtdvR;+tL#G5
z_8l_^Fcu`WYPFLG2$yKJ4ER~(Up}mn&!w%Fdv;@gjWz=^rdWz+f5sg4x!-5Z8r6o_
z;$w`6>{(-3NPC8l!X)f`<+^G)Tze*#4R4z?WTEzXw`an8TwXk9IwmFCN7{3a^cPHe
zFnflQx2P?P_KXT|8FNYgvR!CBOOKbrm_Rpg2PCArp6Q%gUsAOD6?s+WCfX}}&COz0
z0-JZdVX4&T0?*Rr=dQhUd5#@ih>j6-k5Fr|XW@=R8t1r-Iqh|0%OFGOl8v`n24+Q$
zd*;s|TftlB{)|<QfjQ#uV!R~KSG-${S6>!9hc9Nc`ZV4~i+SPR78cV?*EU77&r3yG
zG1RPm#0Qmhjqz2S>dW$?-t@`#!V<`uqdL7{jdaqi&$ZTNID3mS*Crd2R31A9@#Y|u
z1WbBS_z9F~g~7jKZ5CGL7-0Ek80IBuP|(JWz#J^nfOEG`;<gR*jm{zsdBTF;EK1o$
z94mK^ov<}Yk8byEPDezPP`oJ%YSlp=t6l|QnOJ+Mw2Y!XHovwtv!@2|n~Y^FD`XFj
zJodg9^aRr8y2f-yEh4I+W(DCz#_p!%)H3U|58j?)en`n{<aV%HX(pqM)6*-Lb-Qe#
zl4=Rr4`~Y`{p_p#!t|VkjiaJuRefI7ZP5pG{pDuV9STz>IW*;=HgQY$oJ+DXIQQ9B
z(faK>+*;AXbP_Zs1nY&1yUODdw3{ns;llP2t1#s;{b%7mL*+(dQM@z`m0DEj5yoea
z7yqT&qan&h6E~hIJa}Ajmgf?eRzH@L@yI$q<m)}>yg>Gy+LX+5mUpX0Zwa}#8~fUG
zU2==@vZp?^czIz{;{{DDfQ3Vai(dcKbHiS^IB{v`zHLvGUt2WA(=eFPezP13?=7rc
zgY3(E(N5Iod5^h|zxQL;t=v86y-#H|_|E>p5w{mFhTPkWw{+g^#alT4_Tn#|e|zzk
z-x*`*t9?Cdd+`>wXHC`u<t<!bd-0Y><z~WVjW~blyxWVv^Z?^9iti3t+lv=X96{Fh
z;zf{udx;gt5|(>=F-6O5FQPnptKjw`it$pbK67m^-h%nI7pG|9?ZqiwYJ17VU`Bh^
z_L6~O;2X3HS6l7^r$KqQ7l#^!DcAPm6fCg4IOV+Ci@sKAFDw1zEBbO#)qA%3S@dK!
zVZqzE>StYeoP_K@f3f-*Tzp2e!OTb$zlmoff*Qj6raFnb<4LbNKj<Mw2FIs(wffmU
zJj~$bRE1j)d~d2lxIcT|?jajmbzitmdER31#LK=={p>*It*pY2XxOt#%}4WT)T_=8
z527ksKn@=K_Hy;J(YX2qk44H$)%Nd-r}GgtVRwY=-o5JMa6;Z-)&4Nt<-#Yc_nWa^
zQr>z?FMtT7UaZdOdS2ZRIcxp5tNk7t3^vWGU88cBaEv#GbK%c#D~QU^=7a9T8|0;Q
z7KEH!dY)dKr2k&Dknm-C>2x@mgogxrV(AR|90K$NyCI4K7AXAOx)SS2i4y;^*CoMf
z(97X$yg%qx4<G>@A510s^8_o<SA3M5>cGE>AWv(W+1XQqYwTw_B0~{lJ->7!9qZ}N
zAx54A{RTNw3ecB)1XKhl0z`~<CHw{WTT1xLKKL_Tc+!PK33~=!oX@56?t+A^&M=>3
zf#<-jlcE6r(SN#)6^snH=Zzr4lJLSERKP3GQBg+2pY27_!8G~>0Y3*8%AS1A-;*!w
zMnH`I>EYi;s=d#F?UFywExn)#vO4wLo=Wy2>o|$=LflEI<MeRQxqeI1epdIqaEevP
z4ei5mcdt6zlfXQ*PWXq`$^DsNIf0>e@t@#L9P2sEXE<3#0{WDIrg3u0kM`05+y${Z
zp!cyh$QGWV0WDhSW%<cz=Me#(U-|~s4L}SR>rc1u<aD-AfP!O+Waa29z%}3tvj__(
zmdYwv{V*D;hKh+R8v2G0{V5()&!L9XViXG2XjqN^@@%gfc3|TplebHLFBn+oQAV!%
z5}Ycb|Fko++k_VZP7a~f0c?rFQJ3f5bF}=V7rO|WMpL+P?&|@6hQ_Wa;T<$D&qvr=
zFavwEh&of{Bz1@=>0O-8Jc=m3hiuLzj9)no#X_lgra7j0nDPa^D*n#)#$Bv4v@_Dg
zHh*XDVG`H&ruH-Q_N)8G^jL%wG5q-QgK)Mt{d`wD*}If}ZB8oOY0pk73r{NNvBFY7
z03GJ;Tor!kh`_){ju)zr5juz;zF+-F_4(K3i1S@V&$A<rU<6OqrDsPRvp8v{@VX{f
z`Il%r5Icf*2Q7IX;?)tGfUei=nrBBQmmklLOrD|oC;Z5CYI+cL(d<87=OP@cbx5`k
zRi}MZD^WO-ga|~i14!OOjRg;b+#Ns0C2O>6Lm4GKLy>dG$I;^nL@A?P<7;S4oxFfH
zPGjmM+%;J;szXfJu*PJ@ft9v35Q>dQHncIBF^-^8_NJ1X*uch8Aps1Drwy5oRtb@9
zU}IVlM{891Hhhd5!u~<h4CX@gYr`5VpEzzU4!6P6NijhOZ1{9iq>{&mP3MWy%Gkih
z8YoUT0b3@Yb|GVR<SPWuNGEB#h%voQDWW{p%q+;D3{pEwPhnRR8<bX;vGKhPZDvM-
zD6-<TK{J|cySdv%()&y*d2HD9;p63IMl+SWxs5!%nFRGIqH1ZeY6j>St3ghzq<ynN
z)5&FZnGJ0gHq$F&Jt4yZ8_+m=2|#!S2!|CB%7}Vit+-iWgie7OQ$faNIWJmPx29WD
z46`hprr|cMZPjSE$BeNgv}M|uw+O7)MpGG8*)C!XnUl51B67L6%b2;CRz}e`-rv{8
z8Ai{ZU5KLl+Lalb`|NVkK+!H~dOA@u9Zakd9ER2gGutp>lVCEcs|{uLa}7l{hc<}W
z&NK)Z&6b5Wq_IK73{slK-H#z3wt-&PCkO_*{%Q96TMz8_W}tI<<M3$18E!J1pa}c*
zG!Iy8r%pCaVsl70TbENMR-W#BGJ%%JuGp+q4lvnrAab9>vSgD*<-#Y|Mrpd-K`C6r
z&CX;tZwHDUmc{yGV@+w5aoe<klcX9)TpP|rrC=hY6Rr)D<Pc!}ot^9+h1SNGq|M(3
zW6evY$uzX~(O8^=)LLt5(*O^I=p5am<F6a)H4tbLu^_Kar*Q8yc3=h{>vdVVN<~$r
z1|I{dPjRM;#GqE7W;>398daNx`HzdBlQlBW1f5S$(D_>RGpG~hqh2^-%`7?X@!jt0
zA_sj-jr7yEF~Ws5QK{e{;Chau%?cPTm3k&Jb@}m3WU9sxKJ*}YCIyvD`K3`DU!Gxy
zt@bGa(&O<&*o&NiHk(D|UMr24-7?j^xmtrrUC$N`UVZ$Vv68<aLlqHDw<(46RQ`+*
z(tFE4Q*(cHYVH#poS6097jN9Y_R)u1ckh2#+wZBh<h%@rY#!(}<|G$;X%Df6!`-N+
z>>Fz1$*zJrO_9Z~>cvPs%_zXwPb~8{{?yuOwjbK;M=L9hR=wG-x7X{<eiU{at*F&l
z?QL{6qHuksA4Th(Hlj`U*BUD;t<|-Suo<=2d+V!VuiNg_73R%G6mE3Fm1eiqZ1)=7
z?nWc*08yv6(q4_at!N`!?{?a24U}J9Ypky|`|YUN?$^U;ZEdBu%9diA^{~}livZK@
zH9Cz}zuxG#`mIK|vJ&=s;ab#gwL0B;zuu|08?8<lu1C$aMt`*n+8R-_!5rUgHBhwO
z=xo&6^+u!9YIfUgG+?dWX@t=RKG*8Ku)VR;Y&IGzVRN+|);Id=^|fvrlx;K{+^$Zv
z)@rp@`YYYFPT1&mqUOeWFI;c*8=$Y=>TdK_HhR7FsMl;a+TD##uh(z1nyqfQ-mR}h
ztLuyh@1xarf2Gr2X@p_aSY27^tb>k?u-$F1cY3RhwW!kq=T__M{d#+KrPuA&*VbBV
z{iqwYn#`Y*JPc~fpWwDIT^>f`<ytrFgu~?nIfACk=|kxpE9Pi(yNLfAXSU!^-+pla
zr~m4I^!HEwhg;wNzy9d=AN?=q|L&i?`k(yv-~DTs|I+V`|L`CA_jwHYKcB+^Oa3*J
zlucn&5-soUb*me-M!kky17IW5TkCaH$*&8JlSgR_v*Dh_hR?8vEPotLqj1vQTfTPl
z+Jl|tooF;2Pd-Mt`q?rWJyu82<LT^h7%^XZ9gAa%L(eEHz%w;fKKT#C^r(_(3YY7v
zL8I1aRw~u1jC$Wkp#K1iZqSLMQLszqe=sxa1${*42-K9S9fteEpmP}P(F00xK$wDh
zZDp-iuK^Wdn?}*qz>@@GIvy^Ia+S&m=ZUL<`QzDG(X^>|m?I5ft|N5+2v(wlDVJhd
zffc>q$s1AWMbqwNfaD?6Qv9)4?Fb1Z488K3Fi1P5gc5Pw$CF?pj<r^aKRK=p6mh(f
zN#}7487bn}RfdZA<7D%WFNH<Ct|O$hh@(o9?exmga$dwMn{vjKW5|IK$DM3Q(Igo`
zVt^h)){F|0utdA#$ssQu<<n<W$l>4s$5Te-S?9bNb}F6uE_@xxA3?5R3k#|gJC$&b
zBp(y5FVLBZlG%kSlrBV?xk_+OM3j}Z2v+0=hZEX;RTaq`NJ!t(#U`!W99-YNxxx?O
z!7vnWR4OGjbTE`&6ifu^b1QVUBL@lC4_+0W{Ne2z!TawA>vRxW!xLoQkxw?T;5Xd|
z&Dy&AU^V`rU2D4#>$O$)0iCyEPnvilyjQBz@qE&aL|dkkJp1;7VnLv<E|rRcrtX{$
zaHPY22&+jzk?+XWV0SRXcUY_oU4eHmbjL`gLjEEFr@BI6XZNBUF0?rl?}GbHh7;HU
zyC05_mgZ`33z=miQMMn>hv?3o$vmo{pF|=hydYN^a#B(LGP0d!X9NWO@kYt1P2!J9
ze;R*gr(MZ<SCgg{(D;yrIb0WrX-=g!CQrhbOz_lvFY!{OL~^pXXeCS!n$GUSh43od
z%VIc{>?IXYD5DdGIQhV(qS>T+DOAd2dMQ#2(&X_dyMSesp=^JOz{@l*xl34CUUHWa
zNnY|p;~aytW`1~bhU?CX6cLebittrVqTD3OaN7C7ced^y<c8MSU2>Pu7E}34sN62O
z3m7Y_{6&OrGB-GxPZb^B%08=59k-CyrC0%x)um7o%M7eox$!R9>=Y`4c_FRGik1=v
zWcdp@30(>lb4<_jms7z63l)ea`N37dg!~1_z^w@MtpQ~8G@_@4N?CzBi<B$4B4N<L
zkGx0)MaP&jtIJ)5h@MdZy2y6GMsqpP>kKYAU_}C#JaFQEm;+Fp1u_=^v|1SAr~r|v
zI1QXg-m(zx`lky)Zar8G;$&`F2yP5(7J}k<iJA0x(3|ZogcU|gh)BB-P;gQoTyKc1
zEd>iDlD3pCAJ5rxWJH{@<!Fcy@(lbWCP@>qN&2~s$DGSn!y%bvWjMwqiwyIRjA`+B
z%%;Ri*K#y2-Lh8gqqoePtmS9~s$4BcLxLUS=#67b_oH^dPSjGmO-`Pcf><m|=Yl2K
z=rR3}=buL<I4^Uw6r@kYrOa1GEVTJRIYCQ4==^OZ$b1xQc|`gdkr^-TLKl(>@VwhF
zKq>lb9+WwDVqnX$83U@o1`BAh$Y&g(0U{Pu^_izJ#@clubPiDXD_AL6QZX`EJR{4(
z0yutAB5Wy2Lt<{Ew~mR@^kIP$D!BPr7J@_U2y_1&U`{rch43=%hzi-56FTEE!;O<@
zm0wt1w2Or`E_%vkkrVfA6$vFL_+qJuONq?Fk`sB>?a4(e{mpWsmAgY;;JxwVyr8ZJ
zSl&{LF3E07u`uKwRe;UU!tA@DON5AIn6rIq!pEY-7A#z#(Oh4?w#W0XETqdxyOIN1
ztahArB@3Q**wpu`QL&sWxxj_EeKDkyaU}=19S(LOxD(GVhs=hX>z1?5|HWz)5%h``
z$-3Hlsmmi-O)ZEEU@`KjwoDmoYE^WL$~f4hmdhh;O)ZRtXn|-et7x_i)n78_QtU6h
zNG$3vmAOWx70FtkxeR*^EgT{Yi2N!GVcmF*3&A<N%0fUz^rAyMw@rO!9^B)w>0-1P
zB<b|>5}adBDD2RC<wd&av>&6FPX3EgXYLasTZ%kWrehL7xLw1VZH5RAUnJGp<Pz$W
zk<xQk`&wBa;#JvT-u)*5P?PSx3lY^Um*d62aA+MRGy}=H1(@_n&WTenAunv+rb#kH
z1M{Mm+#p}&VkM-PvagKLgZri<u}!?(f;mU>2CHAQ({d_ul_6!(d&;1a3PaA!sV_zT
zl+?H2GCMh^!_3L_Cw4DQxsvbPjsvP$o$|P5kH3sL#A|~M?ww0Epy;5q9!LU8$MFQA
zv_9bBnEE-*>c*to)%W!U`AFi`=yLjt7r}z7U3TH@OHFp!MSAZAr59c6vWsWmu(Hc$
zUlFs*F4W>>7hiDWTu@lVi7z=!^4>4ANmwk-$S%J~j+0gzQ&Yx>FVcG6h{dWPGmzvg
zu9mXeB59UOF0UWzGed})T`o&V>o4hshtJtaCfB({7MUAq2(r%Xe)?S!a^6jHpvu13
z`VpvBWt?~Y<@j<@ko!6B8M@9pFlEU|YPGm_FM_<Ah_`UgO~hL^_a@>moqH4U7SFkf
zc+2LTDBiO9HxX~~yqk!>aL!G{UwDwukScq$7T83*ROH@7Vx=*&^KK%hWT{O=6feAq
zh*G?$s?R)|h__s>O~ff#bQ5t3yDNC6sK*@~+}=2XT$@M+34<~t)k{pyO~j!^A<DCf
zIOXzhB2KZyCbBnW*N5I<qC6jh0O=F4KaiU$xg@|?|7xJpeBe_?ddC-&*n@tgW%R&1
zUn&plF}c+6?Z|qJj?u|G@ED=`XM=F4vUcEsFI@*7+j%<V&-7?8s*&)u>su|2rQ`@Q
zb8!HLba?4S2hpgfS!i->1RuN)Ka<tqhd&J7!<V+$d9MT_sRrKFYpt4mSr;xW<OmZ|
z77bCZS!=3-D_qV=n;{Ua*H#2jy|$r%I<U*dt5vSI#m_}n3{_~oR*x5>L>S_2W3ARu
zFB{}~LsXgE7ZL>iG?F-cVd`WK3-P{HgKLk%!Hu?3Tu2<`>Z4%D<%g>2>KFzBgn7eM
zs3aD6*Ql*3&NVdWc4Jv91Xu%n5S75;l{o=N*F8$QA^@7TmU_>G4k<H*sK2e5OHN8e
zph`s{-g5uI16I97?g_lXbKP^~heYKtf<>|kyk4Q#iv26PsFPm;Pz?+X*+mWE?nFqC
zPy%nj*)>Tqa}D_;;7x^w)PAI@izkW@R5jY77;0y#C^Lkps|j{WHsLMfaFRg)tggo@
z_lM5?Al^0--I+-Cpx_iG($$MvHnY+@2$)t)5-Z)q2*j7qL4aajNq(4qkQp3gWq7UW
zYEZ*_k#Lc!4#UyzTzK<AT~FCGn)OB<?+5*WJhI+lkF0kEKimcJJ~1hhE?4oz@_xM{
z9NwzaIn1g9mH7ei(m^bGGMIJY)KHzydV_Hl9?p10&U;mIa8~Ic@W?ATa?>sV%D;x2
zI$g45x+biQe}dNWK<6z8I5$BM&r|?L5hI?h^<V_eC9#^z>G8*Otyd#lwqadQaJ{nS
z-V1c}0m+$XTZ0-R&$foAzco<gd$9W$_Jz3LZp}oV7yX&^?5#P0=hJ}5YSoTAp9^jW
z-rl78pg&ER-`RCBs3n(82NoI|c{x;$dHG;Dkgb<k3#k$&<U$$?IKK!rEMFl5$c0&p
zL~=nJKgfLG(3`6uyo*Ry;<#LB3D&ZD$z29KVf*{E!DRIh)q)Zx(EP$C;DQ;CGrzEm
zk|XA814%dXLK<VPyd@y`$O~G8jYU{U^~(VBix?+Fzq!a2vetZ%lS45b763!UBBgoh
za4^brW6OJ+<3JIzG$_m8g1ipmV74OK(p&p5+Mse3w4%3X;g!Iajfc1KN%WQlN1+mh
z$g=D+prP;?nWqtE%rpv7CyQAT<rlIp6}@8^umH*mC-19JpwiLgQz0xn3vYc!d~9OL
z$B{9N3MHTRT1Apidu=>4G6@lW7vxHu11fFzWr8Ix8AU#gECB=YyB$P66P5(aI);2E
zq;MKq+zgH&pNWfosZ0R*OmO33l3Bm;6v_m%qQ|Gz3YO>WVAVO96)qs3%G#0R<3#EA
zR^a$l7|`R!jgLdJxSplvggp&L!HSclj2gcP(hVA~pmR!TW|ER;BAO|ZNkS;)4XzHB
zJ}uFWh>s4zDI~~RaQaMi|MeE#KNHsojgm)_Z-?p@Vlg8XW6cmPI3}LAjLj`TS1eVG
z(G57jRyb~5L@G|877*(mr1;O&2^1Xg*wqOtKJkeY9QRlS!o>#%+C7OyQaydcin&|E
z<N3jIXE35Lx(eW|SWq8wWbNf7JOGwukYX-cJ$SgQ;uf3AOMd&YU7?KH?2nDSJDJXA
zRSpANZFTzLTCdH4l5ZRl4K+=*;K-<k1Ez|3@~e5NGewV)iVySFp2Ff~P!&B9c{#a3
z^!d|cK)VcUf#JLtDZE=pMF~~zgpo0=ca8<=GL#Go<1rybv_^&Sqhq6Rd2hBqe5zQF
zJT9Y|;G?^G@vrAjT;OgyRU3|X`S~gH{6zJ{OD@bQ{%L)lTtbS8OIQ&ZgY|B~R}%n!
zY3bVv*2;-PxuIVG+UE@BH-6TAcw?{ounP4u6!nPa-mcfXo%I!tnZI;e7<o{L`7=nm
zV=dj^5HGN-wQ2~QU2WFu9M>LY$oPY*JBd<OLtdiis0%v&Y7<!iqG*MK{4ZS&9jg#3
zb{_w;O20naC*|k<!4$Qw*Ve16>j=9at%l5&Q)Dx;v~+su6_m0`rRUYvS`$&YLF#(A
z&Z!QT&S3QnCx^1O%90MrzqIs{d?Tvbs5Ptgo>@m^VjU{<4b*0l_%c+IL>+8TR;%q!
z)N5^Y`%GTNSf5ZC(Z{AMUN>(E0qOhe)gBTXaPc$J@`Q?>0b@>?qAzzRLzJN-?@D!}
zzS=?(0$u9`%V34d(!jEs`8t)IJrVm89iOTVBwlERE1E+HuB!s_B16;(nRv-m{gQbL
z3f8I-C}x7sDmxe2-p`<@)gv#fSFjtPVOOuNt*-MTwUo%vLkON<I!o2_-<!LmNw?aY
zJR0o+2drb-)wQtKUhA*xhU={4p88+io9=any7uO3X9Kw&G^<Zz-?)B@>O1QW!Iy@3
zj)t}|`r6&Ka3x&ftPo3Ql~D~9qmge>`^vDp2mL+@V(eE}>l<xMu{O8mB<yWyvYbLQ
ztwNXa7;|NXCS`YB?+rR{53LhakHywk4<^Imu&PXRs-1e&?$+CDT+t=RI)~VD&aLu|
zgUJkPyvb-b0dJsFudbqz8|}!@3gew6WSclgI8ArFh{sigxyJzLbXV8bR`vRE5>`Fb
zxHHr|Q{V+WM&nwdd8^%3-D@wzZGNcmYpBX<=6B*Sw4}fm3FBzB-`68oq|%|{A{T|J
z`*}LxqX@=LHEKkw%%02Wp|C?yeY-MqAB}cQ7gO?^fFOYGY(%47PSN(tMr);~nS35F
z(k_J<ByyG+1h3M|{R27M+SUF>W4#si^o&X7NS8QXv3dP%;28FiV`4fRb;V+Xg{>Nf
zt1HdciXJ8x(TvfwKc4I(!2uONOKdQdykWl=BbwOJ==EF7j+cF=N`&bo)>nM+-?v7S
z-lSLUj%K3?k%PX#d~WsDx{Z#W9A~606P3FR1Qt(UebmKh!-_|vwq9LnuOnYdOBdvQ
zY-#aU#RO&SObn8>5i!id?S=urk-oh!NY-Y;FqwM?11;Po7%+2BV4#JIKLchh^9+-@
zrZZ5Eb(=vKtkDdXwInl4_WH|EDGM&YUa+__*y1&mA=4L4hDco{86f9M$lz%!AHUDD
zzA@~ArHsMytyT=ZcvWJ^T&oTPFIZz3Eaj7zpoJ??`ofd3-Yi;X(pQ&^MI~!3S+s;?
ztsILMjEr?6Yk63_Dr7GP8EZi1)c4Q$?1{c`ey2|BwAq|*5~s}F98)%XrskTU3+H8?
z>6kJL`6Th$-n83<AuvwYlu)C(5=G7a#s;5g7QEJTm(iV(=;*|;wWROn8jQa%_yt%l
zlR$AciMU37rO!HEn9~YVyuK5Bxo0$IRdx{t|0-_G^((NHo^%JJ;HTrq;jsI~;Y0QI
zWum1QJ(_O9l#{HwtsH{ikCzGF`^BXDMfh;@;b@=WY6rs)xP9vL5`9*1=Ty{Gz!D{N
zt>B7-+lmA@OV=#<^)y|5<kyqtD;@vD-+5pVw}2(QJWtnP`a6&EXZY)B^Hf}jB!I>s
z!JL2J@uZYd3|N-^sZz?QQY7)vXUQKdEL=lc6RW;!*8<##U{2kQrpQGW%=W?=(x40v
zrZP{-<H>+R=dvU`fJC5&-_u|=4sO87gQb7Z4Jp}?qz@R!P|WWK-Ef37WWgNSN(de)
zaK`({;S)^ZDnx!1vuQByqspkF2%w*fYpeyqomntJu9j&Kjw<1Be+&hOlGOt_<$wu9
z9yF0^CEAA&q6ZSlNE5zC<eGvD41z6A;iEI^RmSt#!5p-Ngmb8yYA}F8IO3RM)Ij1_
z)Pn&w<SIZh3I-#(X$Z4`U=}_^@->liO|<of$Si|f2uLSB;qo;JEritmM{vZ_b$7>e
zN^YWgbVHbyf?mqU1?L{{iMWq;AcOVvN<~UysiUTdU!&fWHL7f45O#@P>I6ia9D;8G
zf#O1~Qb{IwLi#t+Gw;!ey1EPr>f;gODEFpzM$hFxP5OoX5IKP+%jjlYes<?*$MRgn
z)FFB1uc-d4sxe%JZDKU(hoGlA8&|uyD8hq64IK3`jl}Kq12l_h5E+FiJ>=Wd;6p;s
zIZ7|wj2=b9@xgwi^U?E4Q+a|kO^*hY*N*4OD!;RaKR?ndmw0zp`EKw^VHNmtzA{;t
zx*ZtcC~kIB>So|m@b}{ksl3>qxS<N2krrC&*Tox?@pO6voQHM2dUomNU;@6o4^Q8M
z{|u)^KYx4s28`m+5vs`fYdbs6gNq_Au8ZO&)O--mYRDIPfB_rbLJlNV{(1FkC)z)-
z9$%DJ7jiHtQ2n8oI{id_d2Z?D6Kdg(zj|uFnf0fupTQ^Wn5yC3RETmZVe)CnjZo7`
z`u3Vt3D>@4$tPuk<<koO1ok`gr{T}TOB7v=j8_Csq9KX?Io_;984Z4pRzh^)o`i<z
zLJ*^J(JTBK`m9<U<EYg}>7q8o$#0D16s^^G<f;J9ZsTcfZ^}^d(qGkYb&6QBXW(g4
z(erdf*NMNxgmLEA$?G?7#+#5j+~a^x`!~1I8S3Y?$JQ}b&j-fS!lLJl977}&J_#18
z;VB=U#V9->9(o5>{>gLMwWT2JGB-M5PnkgFbEBv6iH9_(fjv78Nwg)__7wQ(9zyr=
zVB(&**xiHQBlf>tlZgAG7<J)vfB8o>Ubc0W&ysULOV0fzCg;{?D!zU47!SrDt^Vyl
z|M#!_Yv;f7-~G!c&;GA};djndzWLYwssH2m|DXT-=l}4%-}>L6UCH|Ux}?=U4mzGC
zz%GygTMde@A<xvvzWAe9YHo7=Z`3bUJ`#zt<$?B6<x`n&`zjJ{3o*|n>#}k+SiMxa
zRJmcYx%y=!mnwHTn=7Sp)jz9rj=mZwIm@NWHI;TYkG$kkh3-9^dDbU=xm4NK3A~Ri
zIJi`~j%2!sEG?7iE|gp-vB#y#O)Dq(C1J2gcWQNa#Obq`>_K8sht@Iz2#MgRQV5CV
z=%NUP=V<Z>&6A@DB_xugNhTzYn*2x=Qpnd|rKEz}>K9jFKI_!gmdFAl8OORR?%h`d
zallg#XbK~MgnJUa<YZ));T>tEpaUN#WF{(f_GOsQVCAtNK*8)hfLXEg8_AcQ-^kAF
z{6_j_=Qs4+)^C{s+IfKF&Cc(3t>yei;1}mN)aK4_QNbl&Zf63skH7TWKKc@8L^5Ve
zq)jkRLgs4|Bx8;sxC=tTHj;b)SVF1P%OV#uJ>lfcl#7{g`%^~~Bm{h%JzD;}o0UM?
z73`91mauQZUUNPZacy|dAjCISxRblSa3``dTEMG!O!N`?^!Bv6Ei+?dtl=dIisYO7
z5U)+D@Q<3)kdx1-svFi<;o4{YwnRtfsUtixkA?Wi{L}&@^GJ)3%p+TfWS)A&NQsv$
zNHQ;MQ4+D18rN09vg`&sf;I+}+<_Z7(x%J!SvMX$xDtFchF|7*e>^$Z8%*I;4>9UM
z2rRkWb&)&$rV1q`M8s4t{yum=ScSch3<rd-&E^$Ds{|4M8j~_A0=s-Jg5Xg85?Z7q
zD#5XXOCY|IzXVHlBv}ZpV@kCBC3utM5>_2++;+s=8BgDN3^l>{@$_A8T(uf}RJ&da
zelqR^<Ic|^d<v%X1KRn6$Kf;>OrV26T&2$NFz8IiBs@Qu3`iX@4#=lxUF`rt07To6
zOlKSx6p`w*u-s^`>B6yo(aiyiMJ*zz629uj&>2X_PDAA+<&#a~&_dSwq8l4@4-QPR
z>diYJeU4T6^PP{kwunnY-XJ3ik(7(@?Q_r|GX#{Vi{8c}0}%|(V7cHCfE!>);Ly`5
z5K}OKXo(<W4I)s{C=+^zpkx>efrtM|#yTQEH)fiEC4C4N(w}<R2a?6<179xV#<fME
z5R(A=6%WzWX%H{3U1KnbjBgChDE|--0_jVpNta*52!R=*3QvPEvPv(0=XYp&(%6CF
zU2ODZ2B*4IA+;U;e(5|x<c5}};m&QKo`R-~CrBD9<Icg-h^OfZvY3k8o*)^hj^YWD
zfwrtCNE*r`d4gmjE#nE2jj)6#NH#+Fs+95sDTMXN6YcBo2?FuG_)~I7v(jq8q<HP9
z+lqNkSb8^76$nKH3pwFEVGeOv?p(hBqk$u}#wpm0SiTIe>a!dy&{u><1I&R#)tn`*
zj-#SyTub6t_)sV8`pKAhty$mTlB}Aef@harHfAGBORuQI5X!Y{jSUpsXonpx$UIs~
zx5Q)6%w{vtf)+AZc55_LCg}{7^2serZ&*e*W;Y{~dOyEewUce?m;F{Zlt*IH2}FVL
z1i2(an81EUgi_Vz^Ht+5{ECCICIV6nx&<+3B6-=Z;qIUhDM-NzvT;ac+#?rYqqbKa
z!Mx{Dq^e>5F1-XdgWh-_mMyTALTqE0&M+w&=E!(1s#-n0NtN7JujQ!{KVqhK{Q9l?
z!)O<=+@jHBJ`LU*<5z80{@NTo9Mt*)Hk<qLy#eB?2HUVydKd=p^~X;(=iSG(?iU|a
zelmvUG1!4)>2Mgl_jCGHn~7hWyST~>Yu)iaqq*>aOq=NX9I}A~Id73Ao-mV>UxoP{
ze}xiQer5YSGTLJXE-kGoizEn3_U0X`Yng3}eC`_b(jC~67e7wFLsm2KWSHLx5#$us
zQblQtS>>%=3%bJ)23s&Gla^l)EW$8P8Ps88LCz)&cwto+Py?l5m~7d}Z|y)Z0Ry}4
zLqtBLD7k|XY{Fo0MmVnoZ}U`t`%2LYY88Q65{Ek>BDzTw5Wsg3w7EZ+kqDhAf-zcE
z7{>|OW*}|N=96ejILQ1@QisKxgv^iu2xB&wg$aZxIq0gUV|Ib~$KfG07u^jTL`VR1
zqk*tuniQbrWMVcVi@)dz9F(V+vXCnfD`BEW;yzs3_an$}4wIzWn0jLnvpgElmQmZI
z2sHEuPsolCMt8k%(o@WUOaP*e04)c3h(?D7MFIYgo*V2(Antn94Moi}gb)TwVDuxr
z67&ZBeuU|Wu7=gr9F}r0)tlHqMivYu?jpGqv7GGW$dnFdo0yd24y?35hQa6X>)I6J
zm+l^h0zD={<J-hHA`FH>5co;<G0TK}fkt4Qb#|wczyjG_yI{wm53%kP!a9m(kH?dT
zqC@bLM6d@3LlhQq>VwC7gYI5%K+T&HucmuoyEJ{Q30p;U0Y&|$H)Qlk+#Ny3)|0R#
z;@k_Htv14tPr573E5VZ|qWw6uvhCn0+CbE*$g8xahvPR5yyMqw_PbPk&&#vbpdMY5
zs{X6~V0unM-lS+@6T6q(4Oj$PQXnt7uWsGCqh5U1eW8v8NS#JA3Nv4U#WsGVJ|GRD
zdiko01F=u<k`buC>U)DH>cuzQV!!_Dw^!5~{c(a@tDmSZmzQ3}VR?P&MYuXQ;rRD`
zY)`)nAHL6)t}MM12R`C&-saA_u@x>pd2$<L9rp+b!BiC|)#t_AQ+h`eLK_TKZcouf
zJk?Lm$tj?J$LVBjj(yi_lo0|865=^kr-;m1mDwD)FTQD#LWsARV`QgKSs?h36tAY}
zZ)JbKWZ84QL=y$%rWr#TCvs`abrIcl3h?B1Y5sI)TbDQqf0izC0-h_UQW~CJx}_N!
zc?diQ;1pv>eOF`XKgxoxka)H;*d5LHB|J_-%G8qYDGn*;2p)p+eT*7SA3>O3=f_A5
z0{z5jmoSp)CWsaP@kn#Pg}-nd65#sJtwujie&IrwF(|~?tdiWDMo!G8lT=n2Hl1AI
zh3d`Q*FN3){NBB550bTgDNmRbVcN-afZJKYITst&Y@nC1vmYZoA*}8dZ5P$g+P(eo
zAWm=U+H+#*M{(Gv{F}#xvk<&k?IR=0<8U&nlG+Py)yG5yPf2O;nLduK7#?CAzhKqR
z{UR5M3>;=<NC(n0HUnhww9~h=bS!3Oro)_(H%qw~h-PBAk-W(K>BgU)!42aO>jVjf
z%%6ULLA;mx5I~(U-cJD5P%lU*6C>=5f<>L;8{b2z23<-l8=@H(@sO)Gujiw|lk`>^
zV&yk%cC=`uEEvz*Z!;E-IMy%gH`*!w+*QIHp!j|2Dd{LjmE&$C6Px2W!l1>E9>+yA
zk2`Tzz(nES62BgeRty@@tRD*~{p&n!s}Scrio~d|0FK}B=h9a><KjGfQE#)+laL~!
z7vE{)D8H=V%+GTc<=(neH%Tw_AA^T{b`S$LeJtiU=H=LL7V+Z*-;6Qf#b4#d?Q0)>
zxV3G(3tm>2l4Z}0;~VB(?B;R)<E?8q?`;`0uh^HF<+OXrGjD}w-U?r$w}PHQ@&HB4
zJughb-}%R{{>9h->(7UO`+r*dJOA(A2M;d%jsN@YhiiL3{AYgS#ee=^`p^EGpJz|4
z<M0#sy5RU4+TJVXKclRGCxsf>ue}-bSAa=V5WotzLc-Lm;+Oe{PZ$*?c6Q#YAa<4n
z)x2(05c6<+09mei76c_#92MJy7ba*=QPrW4A5qyMJ^qhX-4O&ewEWm~9tm`d6(5Q<
zi&P&H^Vd)RfzkIAG$29nrRhL|;1<*-N6>;)DwMDHKx9U<rnrptP*i(af#wD#((Z}@
zx1{Py6?y?EXBYr!f5|&Z{wW`&3c`ZyjVD(zqSH0b0W61e=$tDRvZQ4XCT`bal{b7V
zb`dW^dLn_4BdUfg73!J6a4<XM#)1}05nh3!E82wu(s~_`hQe|3VEU!AhvVr18l|Jh
z2F!I@WQY3x`x~SiFke^rYXg2C`a42CR(uW>KxmHp_+d`-x3zA;dCZ4=Jk;lVeD@yh
zE7BLkGNAxuY#k4RPoTuxtnL%k`_j;26N*5Xf|Du~%!HorhKlY2l`k>p0rWyb4=8eg
zQ4|mveg&$`MyuMY{~(w`H5*MN^bKfAp=q83(FlbI-Hg=a(oIC`tV!z#4JEAl5JZM_
z$wK>tC@WCp8b1)xHRKE;8lt>K=%Mf!QSJ4Zh4|Y2v9KP2hFaN=Ab^X|=Bl3onUe$v
zFcXE)i9(f+5H)1RsT@QGqesfYM6g6`hael1u0J0Nr8mY}S7=GQFwI6-A7bg@cn(c3
z>IB|*M&nUc=<>lpnIcyYUsmQ5ml1u1jsQWQ5+ae>S+bRDB;|1kVv)ZG<38v|;SAdT
zLR^Ez?F5mC(U9oL!5DFMIG;Ez4)A}$1gY_GOg>>VBhMRY9z-4Jn#y}Xg(B1Q99m4z
z(}W7s1Echpo;R$#^t^)R(({zmmedM0JF74hRA(yn#F>8vP~|hXuk8Z6(GrTEd=;lE
zl1>K@VdA-K@-K?XAV}0h^e6I_BPqEuh$mBjhN8UWLKj6)Se59|$T`nV?r|M!SwgjI
zYlN2au0#8&P;vTjSs|qmr!3_H2nLJ_h{g2kr^snR1@K3yH{e}HUu8n~Cbb#PB{Kgz
zO$)6!qaULP%LpyGu(cQs4{78B*nnVSz}jPXZ-%tu1ld9SCNXJ^%HaxIH6Sh#CK{#H
z1PWNEU?J)NdPpV?(x5|BKcuCKYNX0st`pg&Zf=XpOs^UO$F^`d9b>VZVj7b123&1m
zA_5zZ-DoDlV^K&KvJ(|elHtBkA96!bhk-Wo4U4cAiscCZVp*X?*;P!^5tbqmT#Nd%
z3p14f-aOoHKf!F73f@zH!L3=Rb8jn}@4#+n7g)$tWP){$c$93pQIZN&asUA(A%R=Y
zJG7v`<5_#(rLLx(;vHakS1xohPo3M>wr^j%es}BhkFR}n^Zvchx3{)#zK;!)816bY
ziAT08Ss*;fkgj?JWB9?W)|I7nW^oTJX+<pHOotKFCzmdS4r6aLLBn-81H#FT7$!5d
z!bMHI5UCI&S~JNZkrr_A_|_0hJ$_&}qzNI*@I!5hAwWO8c5_F*|0&$LwxO36OS*h?
zFWen;X)zX{_vXXd0HL75eX2~Xp^=2snaz5%|H7CMoh#pLccC!t5&Wm&WIzPU=h#-K
zWF0iyqn!XZ4M5z-;6iZxiG=uMG!*upSd;1Hlvqup!gAF@IpNr(289?C*7-yBKF0Ws
zu!H@SE<B^RXD~{G&0SX`B7?5C#uEg*!>;s}4$h_`%*kVkIB^I%fi3;qxGb}y45m|r
zZ(H72uQx;)hiam~`@VAm3dFPO{%k&q)S*bVhzBy}0IaojdoX8ljH2dF;Z=4RgdOs+
zvq&}boE&yNgb%}x6XFddQpTC(>N3J;??#_bqF<m1h)TB7+-P|k;kOt;Z|tM-SnQ-B
z2^LIkDpIjs;_$*U7Xbblde}ZD)8Sw+BU3jRHuMH#tYFlP<bEaW4e%!ET&GM9@Xm7_
zFnWBv$Kh5g@rmp1QY7BWt&hLz{Y^dKB~SgN&L*{z`pGR-KZW0!`flYeBO350az#mY
zUkT*mCSS;ZX-%!mue1%oZ9riX>RcN#_y-A=F<Clc1%%gFnDL*DplbBN0U;0&E5iRx
z{?gD`Qk>dAIDkPMssu(XqRzl=%7N>0*6eMn$oDLdQbAS>9yQWhDqcA&x*)|e91#$1
zpA(2}nPGugOKouD+QER1fOzf9Sy==5g$4-|3BYEr>Grs{wc03nv{6s~p+J%x`F1VP
zodd?@1|G!D*){*cmrtVE4a}G`f^qtv_jo{>^O7Lt3i$y`J*<WmBMxhxnD#+{WMyRd
zpkLD$fIN*c4w6crysi5(-I8hY*Y<dPJ9A>yJ12VB$g48n4Dm?LD=?v<PR2OET8_oM
zw%}eTwZR}g=a6#emg)sE<W^tPRx!LzuEAFI$-!ur;p|bA5^ce05=2(`jr1d8KbH5!
z^xZhyz@Loq|D^fnevmgyRc2P0>qo<4dFLJ#)3G?`9v>06j>s4^$K#s&lcQsedFI|c
zB1W9e5-Hkl9|um$FZX!x8MoYf$3>s*mHSkX9(6o^{e5z^PMyM}%RgcKQqb?#oD#@@
zt7sN6%i^1g7jWBU+iz_nz$OAqOIf)cj^MIunS^W0PgChjv>8i-aa@B|s;#K5a~El=
zA!;L;Wzv7@PlVQ|lNB5a=x|<bMvWDIX$(`f!MIgY%bk!t3KFzxw9$&VWYKI>JOuK%
z6)#HJ!8GLZKhEqd#+2#5%Roz6UBEz@?AAb8oMoVt3>f@6?UNau?&Z9Qy%}E6S<KAj
zVFv56IQDV|qvHJGft!&XCF7N5C!>ia#Z&LujPLYanKDm3&Vkq|aY+=f-IIzPU3U&N
z-jWCqi9~(1`v=-}3LyzHa`&kUeZ}M}X2QkkAwtgWS8-<1DHi#iUSs?~Y&;(4BZ{B+
zU2ZYsO7UQReGonxPinmZskI&sjK{GmfB6o*4{oaWjCH~170+ei!*DnrOz(`kltULe
z5BH`SuD|c*LJ;%w{q8kRs6nDea^Vy;(Z8e!V~fn+xJ&hu{5^yURJ|0sJ#wNX1%i;p
zhZAHAm_X=<j2>O#a$UKzwY3$jwN@b!9OGsL$b&HiumL=bI?y$61-3IJ7{xt6jzZ$k
z8K=n+;vIjgC}Gq1)HD9=2I5e^5_Yf}(Np@ujr<-M+v!VD*UzWO=Gtsj>nqjf+A?&l
zgW<H+RRmBE_yNTW4flc!Dkq`$O!;^_m>rgvWgNr~)sc92tPhx&*V7uQYGb%X%-D-j
zhwc@BdCM*A6|R5@a{QKJl^6cWW5aSkr2IkTewgB2z(>TyFlPFew52IPQha$9(aE?j
zpp&pL`915N|9C$71gfYVlGc9>9c8!?j-yPX<tG>{@#af@z;qnz_+n441s(u$zf2!e
z(i0`_Gs>>o#3-hI$#w&y0^|pVKMZKPC73^5z&!GQ(|!Y7;-WMpx_kdaWAd+yKC|k7
zX4U^CTJ?Jlnqnvh|JCn)@1^B;{)gFL`3t{u?FZ)?|MA*y{*M=b?_c=K@BKsHp8eL|
zfAJUXv^je0nlE1$bNu6=<C)=n0mFGU1ipqmQ>*X!zv(mS7dHJ~qkcMuUBBfu>8JDr
zFu3yB?gtC*Esl}C*38{4dyCN+>@SP1HjYiNE|}|<rmlHxwd`6S+`F^GFC24b&bh$$
z%(_bP#l4hz&6I<*i){s#C9st_oRERpRj=)^G#-Y+dJ?MO)`B)N4zzb;7$(a&;AHDO
z9Z&`^k(n?{mF6>QN#2Zw&P<y5+TsBqR=PdOL}?!D8vhEzUs*_A3ZP_#fFbNvz~@YZ
zP%)scppGCAUxl#4{;gywq-OP~HA$%nJ?d(WLgjP(-j*z{3=HKD)}{g&!G47WrbIUz
zkB3N6dVp|A%EVFz;k+t8sNSSb6x5P>9`Dev4>-&<nR9O-Dsce&848^(?7Ky_O^UI_
z27(Awf8&M<tA(79s2)-92O}aA$Yj_gGSESOw<(x862gIS7a)kEMDhg`Cnl40fkY0l
zsfXdAOvovNNJ&i6U`U$cA$SO4alyWkOb8LCDGEivCc;JrSNpJ6?upP-wcs9%1u62C
zqNjHVKOz|sY9TQqY!<AsC$K9UMpr-*nJdEjuuF<(G!8b&GlT@=Ms-NcL7~G)s6n*A
z+<7R1KyfrIRlsVoL_}s_@avW~obu8AkzhCY|Enn-fH+eJ0i-VoiN|5hEdJNz3yDlI
zMJS@DFfAj)GQ~D<T=kA_2X{_5I)pho+A<hPG>C_e_RfdlL@)#4#eNRExPT-+FhZS+
zIBV4I&iDy61(r46v&;x+EJ-^8uiYXZ5*yxmvflo@tpI5n$rVHn5JWP$8titvpHDxZ
zMlcjbB?1H{pz3QXeD84+@RBNFdS|Z*lB`5coxZ?og7d3N;zATW)<%_%HHLx*@m}E!
zk)!Q5)NF;tKngU8{5pMUp+TiEm=M@V)tA4t;8=PkO0XpCKx_li1x?WcsYP(I5o8KP
ze+f?FdD55(fYNeOFWprd^mBF<x-BjDnsrzY+9oHci$xK@n>04bZMTQQB(VUJq{#?u
zwOpY_N)xhLU^gJXF9<$~gbi}#m%r_QMKjZ0N=qcUO9;ChiVdF$Y{#c>s1Wj`llzlq
zfAVX2mGJ2riXR^Vg=KkiBsA!Ka|;yTO2mXeCJJ(g@b<8jmN$>VN$wEyDJWysCfAPA
zV?I-pts^6}>`aaUnK3fSZK~troM<XhW?PsXKgJ`CyFXU8C63s>m~9Em?+crF@Fl@h
za6u$(rZ$fmM3%B$uS^T-Q*bP=)mk`}r!y^3{%a`-26VOZ%Q2(Py~?FfXRZ9q=X5KG
zEbgW-m7DttZeqxW41*fPPpGceH`<-`mA2wd=1a{#Ms*futb~h1@+Y+p*2wT*y&1t@
zxwbP2yHSnPi|yRjc--3B-Nt&owcgjS<(EZBV&KfX1Z^i+g`ufee%&zy7iZ)B!6wpX
z4G=<Hy}P_K-iPDdPr}g{{;CgSCHUv}JTjZ%V2Z2lvSt*+dOttfR;i|Nn^d~-C_qqC
z{9=P)iW#kZi-l|4G<b({iBTeE?e?Rb^WIf;{M*9u6`@X%I!#?gapw+$L^%>O^n(3}
z^3@?<7_QxwS-2bY5h$I)VN2aT-Q<`UzQ8I7`0NdbH3YhV8@;k`2Da&xVtez2MBadL
zaTYh=D|EYr{~ufsyW`<}e^iO-`!85o2$^N*Kkh>PCFdYXYWNxHSM|v)(aNc>ijXg@
zUY?+qrdrgE=P8=%GcXgG%?{JGiZ8&*N97`ycfNGcvdv8IpJ$4~XNtlvQBj!K*Yp|~
z{HLe?>B-;t(c#)}KL5ji^56Y$fAigG{fpq#=70HOt^cR~+4ujs{Xfhe`^TZ8`?}!x
z8mhe%^Pf>xK#8d~$CE#hX~}Kr7QU-9mB~_WzZa)lD+##u?syMbPLgk3%Mp%T8i)O*
z>^aQFp}&_toM{a97e297ZhPW1`E+vbkr+mr$&gF|rHbb_e&r?Si?>M$++(_vC0@hX
z$9pT?wSG_Oi;<^cd_ZA(kokQu>{VkzVio5|xa3!3LFUMz6Ja9mYK7odEJBQ^$bT_{
zj9AvknmR?4(Eq(p8F_yMC(_tihdfW|c=RVt5c_^^5n9H5Hosuchs3&)9}&^9h+~h9
zhWr9WFIW5`**iz-FOu`dgtEB>DqexcvQI3VUu^7cxE6n^&HPx<8PV+Bqj6AEXA5Va
z2F@dn!>_%7me0wqcq%3-<BPi%dx`sOF%ho1*peWY?5odeoJ%jsH66ZklvuM}?W}KT
zx3|P?myBXx!!_W9DgT}LE&(UFrZ66<uJ-$NZlNx~U-**&^yNZ7h<`Dap4^`yyU|HB
z1lRAx-(|c75lBs4ZFkqTC!T_fza=_!ra;E^u#1>6({K>Hr@k~cHrmFm=7TGht^EN)
z#XUe`F(gfkg7+f&eK6SUjuAw1JRH|{4*~Vl@fX3zV+7E7@8S51+63P=v4c*=Nal?Q
zcH{lp=nGB?c>da`cNlyKgiM6`{5Hw@y!rE%1sfdj_wOO8AVgf0)edqrlJ3F&X*9(b
zgsMTJI~iPy<JD1|A7QE!jk+dF%U`;;b60xSKvXtFVtPcjBLUpLjr$52M!?92ZB5>`
z>v_APg1auLP!PC_BzcIK1p!@OxZ{lb6;Tr&g(|Av|Igmr2g#9S_hEy@VgWRO{lb3U
z?cUYy-QEIw(><RU%z(Q~3}yxk++u(^%<O{4FSxq9W~L9_U432M0A@*wK{LV(kzrFI
zDWqToLzW#TY1tG*mMvbG4vAqZB-1n<r_diFZA+ppOLjPd5wdB^LD3Nk|6XRktgP&;
z>Z<Mr7Q0069j3c7^X1FTSNZYsz28%9JW2>n-H?08t1tP%O0`y9-aY3B3oG;W#ogJ3
z^VPs#3>MEVpQ~$`dPNa9tq4>^H&s?^wSJ5H@A+gJ{o<ro29qiR(1|m=n#{04iqvF|
z7pxrjYe7fTe<_)GwT}HD00Wu&bIIhJx3)Ru#etN{+Llgz*^x?u!KJNgLAP?v|3p`7
zwVIN*1+*ELx7u_Q_Gv+v6Te_pE)p~QWIG^P<MP%}ZNt<_zsgp3i?k$Zi+7pBY@EfO
z%#duJ#R2XX;t)Sp({BOaF>bn5xlA+%#;Tk%m}6r#QDre(@Wo^Ys~pKDaA)cl;fKtH
zABHadjsUV+5%5N0XGGR7#?MMcJe5XK<uJNmHZnLTTAtWHpH(GxIpcPq8lHu({#fVE
zUN;PTKQV*;mb<GVJ+6v!XFq#o+c_9o0ET?wbu|4R@Ktku$CVyJVq<}wtM6*>`XN==
z$;|q_5kwNbq&tdi1Pqzn@3opFvM}ewibhMMu@|79Kys_23}3A=8<&%VFlr4<Zl++X
zcmQ5#cbYwH#?ZYB<z;_y&JT90s_U}Sbnh|)#{mB&ZYpTccXWz_icKM4qx{H_k_xRg
zs$AmS1uDxVA>(^$`fETe4)xMAm8UIP6kZm{x0?DET}#p<-4A&x7((P#R~;}Tju)w1
z%@|7Ni;jAB0P#ookA>QkgOCidrTcCBTbByekXqbM=;@6>u0BdFE@PW&e&M{Sgt~y3
zX49}bjcceBmZltp-b#*iqOQtSvZys;z5+lcV=~}jD@0O8n;qy)(bgLP@nxd9YR*aQ
z^|Uq@f0J^NdLyMiiI++s-Gy42n_OCVjPxewB$n18KiDAX;X>`qMd}rI-`;2!s%jV&
zYr^EW1Y6re)eI$*^1`B?f(^<=Nb@eguqX21Iz7yM=;iA{qlv%}!1_RBVGpR$ON7k8
zs+O-NlizLE0TwB;8VU@>Op(0Izc8IRE?uPQ*>Me9g)iJHd_BSij%&pgp7QpD63Y%N
zrkLBAzMAX5(#6@a6|aPnZqC9P@Fef#tKPyVS-BE4JKjAU_(<~+k$(wXb7~<JC~%!3
z`=VW7Zvs$UDm5qou5^1*z#>onS(ax~vB-@oLIXfilccFkl_XgQwUQ<SD@)>|0k;@$
zF9bw51E+-WjuWvFwrgF#<9!Q$Zr-I37ExWXh6=x#Y4`;8h?A&arRAsBfMwNzYFAgc
zhXO{Fc0z%Zj%?i?%(n!<ispjCCq(;UzgbuDApoHcZ>U{ihSl4Lz6*_P0tz182K^41
zh{0#1^p5wYdrlE+(wiP2*F#T0?Gjg1v+gJE6jo*d6@D{B*TZhEi}pxfWD$5qVW0r}
zEVWf=uH*oX%3we&P{e`{7bSFAEuf1!F;<yOmm~~)qC@xLs0iONNCT<jL?n$fepf)^
zp94%jjMvTrI2l8sUDcF0l!T)VMc$|fQ0uWUWicMFbi_QI4Mo@tEPON^1j|d7b+KT|
z96=pHKs_GL3IwIMFERoy`!3+_?}e(*BCrSyRq9Qon_YRe?cr#J7b9$we^x6{LqVY1
z_aIs{lr8^`c+8TaWrC?^%7k3k<dA$K);QtB2*<BBh<Au6w?H~5(RRu;$k_K16)7s>
zWGmPv@!0K#Fi1oXrMxxjm32{-XPlvgWj22IU4*z1dSe#TL<bU=;G9}prBS*_Z_q{Y
zu3lUhLVK}<t_J2)qfT$Eka{gfn5uRWoCx?QYJxt-`$6@ar)VQ^8K=x4jg$33GIj5s
zb$+u8>2pZRT54{`AH<e7ZTlnpQ?-B6d%?6y6Wh1!)63X<sg(XUH$j=ld~25_58~$5
z-l{-ku=d15&f%)}N%XYv>1Utr7v@JBZL-bjS5sCsiswObJWP3>&y$yqXYs_YTAlVL
z=vqD^lrFoA;)^sp<um%5t$7VYUq<lZB-t_^t|<fW6q+~vSme^bG+by#7Itw#7P?xc
zJ4vgm!_h%CoxltIHlk@Ds7$?#iCKnei$wO=e$Qr5)llS*mQRotpLa;+W_aeG;RR=g
zC1-}xf%6BDELCE5SczCV6XjHKeN{UU`}hP$S?k^JJvMQEY~uV7O`Hc0-+C_a{`Y(T
z?d3D;AAS5QUq1bVm%i8ihu`~+-~Ejrxca-7{=a|o+kf+w%7uT(a_#>6sMse@f{%D6
znm2DXWcZ#4h$(?_0R!CR`IQ-U{a>lm)F(bBI`}OBHq6{aR2~9cm|0z4-P)PiK?tX?
zdz0{7X6lWoS4Mm>#IR@vOsifsYEeWVb5@|w)Vg-^k6my`!a;v-`BX-<%~MXaq`uP9
zoN@vt$&0L0#!=#eH+Ra32b4!`b;^knl&@qA7o==m@h4eQYtl}oMuLr!hB)ckD(c8M
zek#|PPvfL?R;L(KDFL=b_R2aXVX&;63{N@XsYcdXopORJ@y6j)0@msj%!(1TR7u2m
z`YnsrcuFowEU%_Z=B~&;6H|Iga;*7E)RCcs!Y+)?{soj^l5$~9SYC!kRf<Xalhlk!
zidwIcP><zoO}u5LPR^|<lhnskmnAryjOHvsGF_%dQ=(-PpMX9syMobFYuPk;q8eGt
zCdubfwVf)Ra)p?d1cn`~;-gr;{IOKagBVv0s}}`<C+X-Q)$*rt3_B%IjBqBU_w@n+
zfxY)0#YUXwugm(|lKuvuHkEN+f19O-y8-rOrLn&YB239g>@;-2<<jF=ap{7Fs!@tr
zNhC9Tmduibzmv~s{faU0B>2!dalNCC=1^=ORHp?-6a@>Jj*GD-KqBJJ0rOzNNOc|a
zDJOZ4VM8Rz*dd-{;v@nb%sC=6%(Nu=o}{JXHBC!OybQTA#RdzxvXcU9ct)|j49ylx
z_|UAZY8;wTPK!JgBnUv*Ti@8axv{pov#~y`{IK*J?O{1GMwJIgXl2vrC=0H%WJ5EX
znPpgqNji{6?y6+C#5CI61W1jc0WFq0sRPYlR%k&_ecs&G-pzX$&#)r8I1UZNX>B|@
zn7P$~p8t#hAvP%%a>s*nbt_q(IzYs7$8SrcX*sOrj*8}_=kiy}9jz~&qJbke32L#o
z+J|Easnc2Q0gxO|{vLT(HS_L`FI7fxL^Cd4=vw0#z3}?NB{NW&zKx**MS{2K;36Zy
zkYTeY**rXTBxdskJcbGUdF<U5%YJpfy0Eyg!c&*?Mu&(To_f)2>uc?9y^C9)cCX!y
zBu3V3`TV*1`Py7{nTc^v=fOeCh)2fcrm}*F=}alGUOHWU$?OHroU4_bIpr^RLb`K8
zM$@xeoZZl@_GLDURo<DIR9o}p(cQulm@Q%|I|sOvxA#{NTzS*)=-rp5S%iU1Qu3bP
zuBWovMfk0eYRf?|C5ym3m}H$M!7qrj*g!k4;m%^DDu>g1&0Ql712E$msm?qUrG*Z+
z)AT%>Dk3wfWKJhqHAZ7H2%Xe*YzL$Dl#4?A8i4Ag-Y6$2Ik^1VAE^__p&D?0s8>%b
zmCbLn=Zayr#_tfOHLQ#07QJtT0PFL1u)l3KOZ3>=sNeIub?*l&-nW2;t@tX#6g6yD
zzU|)$t41WkX@p|{GJWN8&=0z?A+joT(j=~)@t;EitgQswVa%(v6qI0P3@Z!y^$2Yt
z<k!Q<qQ25%E54GQvdTbq%IFlzOLofmE59C5mda$N%+@<oQ|peantciR=8lx^Qt)sS
z)ZY&$K{Lak`N|~dTjtJhZ|v?i;2RF>O*Eg-_*JL{ZLK13&6SbJ6DM+JuXqIBNM_SY
zuLkO{GOY$dyA(%IAggH8Vzx$B*MNQ`>ql72lI<ffDxpqj3DZ_s#{&Pc4%I~IJAE=`
z?!g04m_?HHtrvCRa}R4vs#snYh#(EH7=|Hb;MewJn^?NK3ZVLg#V&#i;4->KaWTSf
z$%nUpkD@!Uu`c1UN8Vk(2~$ge`LrqMK-BB@YdryEiO}G%M8>~V@yvEm>!S$=GsFa{
zP`BhBo_5j0uyB^~8^Cotr0WRWiBk(yunHOgLazj@5qaeMy`EpY6P2PqSceTbP1Wn+
zcBS-@Fo3?dA9`)HnC_0mB|ZA80|R4W-`a;CJwhiSRVrsu2{`rZcVWaXN}z{J!mhM}
zUBg8*U0Rt|Fil;IO=JOgzyo+uw}x(HV6o5UrDh;ap0tenVD)YsT0|Nr;{}zUc&2si
zT~Zc*bHkC6rPy*l)?!(3af%z9u^ynGbWf>{`n3NrKibZ0fT2U2#ZEag^`leg;h*}|
zsh8}e2mG5&^%CI=50`Jut9nnAcd@{=%RRr!MsTOfy8<P*9CZvdfHC=GKJuF{G9out
z#3!(PF#+QZ(uZCd0a5G*u)2{eaQx9jG63{~tcRywjdSJ~IHvgp*MgW5mh<Q)X3>mr
zoJ{k0d3|+zd*kNLw!zuM{K||Z;&Tce2DmtJGuQ)oG0n{^E~Tw*hy{$+A;soP@skQo
z*qGOht@SH|sfms8^Hw@02}SoABgHt1lw|QX*ispfkutpUVGy6mR6^<ts?s0YAC~6C
zYk3^t-{c1t)VUqyZZE=Cf!p=0xU1xc@0G7lh+hr>`t%x>Uu=Ki7Xw^BX`*XZ!J;vB
z<O;4jdU!MS6Om2-Dt)uxsNGrH4{CRi33?@D#Fu0yF%@Lch}T__=_$Qp8rAA4Af3*!
zHug~c_8r+AGxDxx_bI@h0I4XQh77cdbef3{>A6S~Fr%vqDkogIo)vLoWTa_0D~i6M
zIILt+ZS{@wM3c^+Dz5)9W2GuUkM>(WVn-qEiNtW7x}?)GrX@}CA%AhVfSBOEdPcnD
zmkxRXz5n`bc0xQ(Jd)D^?&Rz?JTlV(A7m5Lfw4*-<9A-Q;IuUntS-zm#?zaQB;4}0
z!*&Z{({QxetJ&Q!;%^R?%J1<Jyr4X6#w!Y!I|}SXL!@5~&c=W9`6?JY0$ot>u7Bm2
z4vx|ZqvdzfUnW9cOHUm-SE#u_ym^9*iQuL=9rp$2lLr$lv1Ln(7Y{wEkNpiE`x`t&
ze*>pv(|jQAhV%^K{SV*!n?Litsc)56{_!uq`>Q|q3)MgKSATx`(80ggIsMGv{r7+T
z&;4JoYx#A4nS{;%qeA1cg?|AHe<cl%V4ta}_?d4a`e|U=v%5}-gRTSuV;#1H_siV?
zDk_|?E_jQBhVD6)kAp_*ISXcJEy);Z0*Xr_ldij@RAH7rh6<BtjG@KUEX2x8{b+JJ
zO(JQlHR;)eG@C?fOy#C_!O+6&cFfRD8GgUFA9i)_#C6J`TT7u!lv4wM_>;H@81!J7
z1Xb<ZV!PwGFPdnik{`#-)1ZqAUHc8XGHna67Rp`qn+BRb0qM_Sc5%fDkGGCw?ns+;
zwu&a!C_?pn@2yl|8!b5f@gEmImnv}40o&^5V&%N~bG`yMt2h;NTl|xZtj*lZAdQKR
zb1wrI@SOQ`F_{YJWnz=!3*-6#mxYwK9z?h}L0D><HNA~C!OF>0yki~0@sPQ8{eH8j
z1XKhiCsKw{wc9#b->{k*dch)Y{9v@KlwA6nR2l?iWf0o=tPG^z%1W0yFGmj2v^gF-
z^Fy^}Wi>VO()QJ5L9VRF5kY}t*Pc^m;3|H)v=3j@*5P#K5<?<f@D}43xw3j2UfX-u
z!ze>0D0zsLJ7tm9xdN+MXeKX6vNywKu-b<DM}iY67C&kubaqhR=>ya#QqQ*Wrs5Is
z2tNj-CUMFsn}|zZqw!TaFX0w=3%61LIEW;Fgv&{*A~d2GWC&#s>UGc1tK++&P?x1(
zcYPTbPW67PgM+caVi8zBfOwQq)kPbSD@ndi1?c*@)AY*fM{f@v4}e?X2enp<zxs$f
zr?T|`$PHK|>X|{R^p22P7ykJ{w?<7tG5xUL27(QNU?-kRFRwDn?KbWQ=!{Il{dVI!
zecbaIWCbEn&u?{9N8(md1PvE2^;tQDwNA(AT-J<J7t%CUj{3kP_FVfbsf8yZ`%zgr
zXVe>A43UU3O$j>8w9?GeGwG@k+y|OiSP#lkuiglOREmj{r7Y>(W~jp{i|55EYWp|O
z67dTf=jAl>EwxhhyJ|d-Cka`QRN%5&R)9-kOM8cvOeeLz>S3&Xl`b6TD$6Q`UuN}F
zsDjn^SnW%NU^!SpP-~SYb*$=#5iy(cuosC`kV0FFu=m1o1S^G|DuA+t`c!9uBZ{Ky
z5(U`@kS=;_&ftBba#&@Qh`Bn)!`-x08ml^Jv7??HG8tKc)kQdRPiyr(*5Y}Vj_x{<
zP8W5p#D(nut8=M@E!oLbE#8-OA?SIjT)L1`s+>%dVs5EgDH}Gbbjd=3*A`2#dH^+R
zw$M?JE@H`_RYMl52laSj&{bkAh3bJ?VAL;56zL~adnyrXJoRl*^va^IWQ7Q#pz@_l
z&q(7=tAM(|u}7Q~w$zIQQaLxP#4<7O=TPdtN#roITVix+<NDf_+i^GE#ummauMa%N
zu$d{UCn-0LX1aHqlqC`e<=d9&*#@$AU|N;mx=8xHDO-RzLUF7Tf`(Om4x_)+*H=wb
zdOQaHdlf-r;|xcsZ-GXx@@K<XtD=-&VaBUsqyNe8eKFj6I=|ON1}($MWis?8;_NbM
zRuZuGS->7yM(ZigFI%R}jYHdVg2^2XK9gscGtBjgaI76q)Y~vgs<Cs-_GEcABRV}m
z(vy+j&y>>)n>CE!G{cvBbWQyfZV3+Y%@!cS)uNA$_&IC`;X$&v%#;0;zVdSv%=Uel
z8n6hW%jMBRKXJqJ_^@O)hgX#$taG-Uk*PR)%3tO_-T5So=WJGoaLDWT%k8M#>$ciW
z5u|IrJhxB{7HZY=isK>4x?L<Zr(n6(z!|XHqLVR+Mr>pen-HAdK7g*PRawJ<7rKJV
z>h<lbnpDmzGibc(AdkABt14Q_P)g1Wq|b<}`hxCZ?Aapf=JLW^b<yA5)oxvitsKN;
zPVVia!F?R#bsz_Rtnc~;(%JSkWtfIp>~r^RY&L+jivVS?No#rUcKTI-zFzFe-<4X}
zdVd<B$*_)iFh%M#5Bxj6_ih&tE+RY`j*yiGG#eb8?3qpfJ`jPMIL=hN;hlghvHs3F
zG{hgZfmd7K0&ufH*qyP2&!QlI(w<h&ar4+bCsCI&Nm};nuSun^N8&3i#f3IV={;5D
z|A{kE;5=WEoAL_;n;hPY$Wj~kalk6RE3lxaOHi%CW*q_7fMtf>A*hHZGKBpeY^?zn
zu`d9x$$omj!LiaxlFGD%_=Z;nP`ag>3w?xF%_Dp?ShTmjkFH<+0g>w#`VjTAWy3Rc
z5#k9?`dz?MYe9x|X#wNeW1N>z6B{b_Lo?8jItTmHd&oU>IO_6}`6SdU_Z3IX?rW~8
zO7y*$K9l@wvE|2yre5H$5BV?ipD>&nmxsfO!0E($EW#E`Gdk{6%Euf`8J5jt2XzQk
z$oVGz=$uc{`_u1&3f*Gs$Hup~kod+~UQ9BSoOMeZauSZwOf4#(;!keCVZYN!V`D(7
z(lS2i=gjOxWvVFC+R1=T15e6Zx@$K+sAv<f0hrkr5P5)4kTc@WA*$@Fs$VqIu0)t^
z7v^>1>t-Up)BQ#hYNJ-i@99js4Ua9#9$S<>M2oVNU80^Zz5n<heB=EmzxmJJssF-X
z`^t0w=N~-xm;Q0^>p$}cKk@AU`hTDL^Op{N{5Q1VI=?(BW?+-x;}JBAQholIvjRqL
zY6&X+{WW36@iBtENXrI~KDh3J3B+~F%1k6BHVCImRzZ;k#X;ayX$@D+dtvt=HrGM2
zwdX!n+CFH9ov49(Q{$6$-Z)iSPuOCpVxu2F<YkjlyZk!Jp(KUW=tq@PrE85EIj|<W
z$CGAKDye)K*X}x9+e)okwo;;1))DkniLR!l_pqkmAuQGePQ8N$Rf2<}r`uDdOZ`T(
zUM5|G!6KU>ox-jZp=Zk5*zeW?(G^OR%<W9dxPT!GzEKW+@?Uf3!dsqnf@W^L3Cfp!
zU|U2tW2#|@ofJk5z=R)o`|#i*f*Chs#ZUWG)n&4HQk(pkWBY9r!y)WR)bYT>o*QZr
zVFP0pGfkm9Pa8vB6Jccy6vHbKj~?R081n!Qlrgyt#7cr!b$L?-z2YHq94q5OoXP&{
zC?wTp@?u$L$5rR8zzEYsF`p>(ld1QUM>cW}_u;xOce9OZqY3wP(tO06fEZK{@acy8
zT}wtxQqag$+08(Pg0kD^;#26{Og?Xrhy6gmc%G{;AGpo(^7UF55$uiLX9Q1qm0po3
zo}RRuv-{KdP5Kx^F{(P~z4vHQh`YlmV0@K&AH-J^rX9*CMyBH$JB-fY1tA5Fy1?d=
zF8M*uWNofqa`n(Hr6YpvRM6P7h;WVO-z*{^h9i&~F|&~C`*1>=jrPvYx03AwIBl~J
zLn8ClLF4(1W@knuH{6b^LSnR2=BPFGPMQ)ybZg4ii4T9qE9z<#Jxdhh>Wp$hGZI!~
zae3E>l1|AK+x0-qFJ(;sSRbWv98p-?+A_0!fSdRmY&;j&AnoYl-eGFjphxWcdwQi&
zs!Ot$C8`_u0X_jwcG!L<#avB=F+o=osCvwmaVA=P%U8`VmK?^4mN@SNeNE$Pj4m?1
z@|zjw%h|7ZZ{H9$cdCP|S64KOy3<(M)k49w=NcKM7X7@~Z+w65>*&lot+g@97*-o&
zlbVRZ#ss<eVBEezgB%#8`5`ggBS+RBJa?;e?Z&vAx{NcfPK2ldRyrYqxJpya&Tr_E
z(v#Y9#I(kEFjU8u%g>YzM)vK6QZliQdul4jweSem9O{aLZaAJKIF`7+=WESw8MyJ4
zrSd{;Wo{vu-({^FbDoDME|YGuz&WNeYSek$UznlceU#3IqjtVN8cue24$V0Cu=~;~
z)-6&2&O7`<v%pZ~Af}m>U)TyDljX;@00>-|VP0U_0?diyjJQwNF{9}~D*(@+rGS?Q
z;oNP1a1(H9od6+n<yaiLME;gP{5I+7e)w&QLfx(d_>cl2!+C{{&^X6>@JsE((L}^7
z!)d#OAZDGWe?V9JH6XzGHQXBkW)0D~_k%_k<n|Dhd%sZwm9`9;{KIco2o<lSYa%}j
z5zQO^9N20$0RKic4HTpUJ7D0dQ2;*@in9!N9|7nl7zFs7IOa#*_Qti1wH@z+o2y$_
zuC76WbbbBm&ea>&OJ~sLvsAeON+;dDI8rvT?e{!+*q4xh)RCo}9a+S1p}-rcUYbYG
zw1C@Sm=;(sIA$8o#3`RMQvsgJAK>Lb_uR0*`o@@f%5`I`sXo5beSD|;5bty|*L=M}
z@&4#vEWH2SfA^REpMSFO%<r81sbBi@cYpWAlhuzu`0u@c^<zJI_LCoZON+1bOT6nD
zA*iRK_^8l$e1BTt{#1?KBiLtZJv{R3W8LgZy?y%q?pU|Gg?ErCSH9Th72QzA3QX27
zioYXoGgIh|wE0Y-HO7`Sh2qE?)f9Spx37;cvmf4N_Cvime&AQS_8r=!FGHlgtmEF1
zZy%huOgx3;ybEDknRiT|vzv_kF}7HX+e`5s$sY|Xm6CCvF$roDxzd;{Bl*2K(>uw1
zu~A%cJ}{7uyN&!FjOqNkt~c^~;tru}+;B{eW_-!<&BE6(gT3m!=XhX*Cn2w&soM@#
zc08;*3a&4Yqo+gl?>wdsKIB?Px>opNySLXZ!zZq{-y%Q1Sp;xfss$^vRiE7{b7av>
zu?FvX@(S34EmJexgC7_Xmypuzp)jR!v0n#fScQz4kiBwEXNM6N`4ec$1-QsX@wH9A
zw_my5Z&iaX4j(YaGb$gY);t8g!AiHndr*UO2aHm2UZUywuKNhiLY}YcQ=qT&6P2`C
zSWgO2o^mzpx9jY!$HFspf~9A##U4OfH#|B47QHOlJj7mD%*#<_gR6Sx(wW*>4;Dmo
zz;bIhf~I%55uqjBX?l1baiQjCy&KJ7&-(zE7zijc?X9-!-Qb>gEocVF*uE1gN^hFk
zym#SIyjOu|DiylexYMZYHrUtn>10)^{0TriN#svGa56AdB9@a8;pqg0b)x2#pfOYa
zW+i;V#hQFdklgC)QM!hePc?;-0H3GYOH-%dipC$8kE?=i!J7{Qh{1_~i;BPJ9ahAd
z<ud|4jl;`nH3xa|l*N}cfBfd)dmGPGZ;A^vN0#KP{bor78lw9uIU|M*ju3=UNUO~#
zjDsD$nK>tl3QK7fR@B@4CY*BXeFCSWJGOg3(xJam*a}L1UEZ(Zb}l~eBXCr!ftxhK
zlv5?S{a>c$LzJ6v0T6Tfv?nJ{x}C$!$>WKahTj`Ky-#vl%sbiSS^$`7u&kNZ&pzER
z%uk`qGG_TO!Uny7;6V@f!}Ea=hhU;Ek&HTV#Ha9?6vKyRyC;R`>>+myA9>A2S&v}C
z!YE_XI|9fKe8jV7jUM72pDGdDQx(?2{gw<ABvMe4f_cOronHsxMV3QT&%`<M3l-CP
zlCIc6!1VH+nmW3JyY5Fh=0=RIs2Y!+5T7@)CQWJ;ulrvd%t*-u8OK?U-spCK3&1~B
z4UQ{gPB}95+|=_^Uxti)jUPRvzdW216@Lz?WW>rL@jMKP6MyjSIir2dgY+{;4*fu6
z(!U&Aq4dn9s0D*_v2T;Fh8Sr4V}{8ws*-VVWLEL+h^)?VTV_ZcDnNm5@Ie8JY#o0z
z;{(xg>{6%VLUH3&sbo72$xuO}E{;+{g>_v9CFj?{yL6bhwD$t+BMk3riq+H#;s=`4
z<Gb|7cj*uDF5U6U%O!_iQI>h{+kfG|X}<N!fA`OR@16hbCw}?YF8}`T{2%ZB=6C<z
zFa7mfKmD%{|JUn3zoDhq`Q=f$2A>2UkKnbi>hs5(6}aSAl6|sd$J?NbpTRR~>2A`C
zT3ina?brZVJ|#)O{E{8gfRd7j_fm}V53kShl?f%_(GU6*Z(iNu=K{x@J#v&TqeN)G
zwxjTHbwsHuoOhwMHe7t9?{10AF@>unSA~`v3X0M`j-4ID7mIqP=(!*D?;+d?;q%9C
zRz-;@<v}TOxT-r8043O)>R167F~^~M1Vw-s2Mium1t6jcDk`oIa55)U5IHmgaAwP^
z6DZ*g7z6_tq9I5Gia_%?QiO=#Ab!i(5F)%o;x|CO7mWui&`{4Oej|EB;y2);6Tg=#
zONrlzACdTt3g(gz=JCK4`vSSlogIGaO<hTbnBa*7dP}65vZLo1BoX)-=Zr)M4w2dL
zvEJ$S13bg!5-h0ID<ypCR6VBh)UN0z!0P~k2B7=M-z8lW&dYHiZ)k#`!SO^=2ncw)
zW?73>wP1%MU&JNKP3>W6_*No)-$Kzx?3!*3&*cPCSMJGpKp)8<eS81CSzvZ9z&}~U
ze3(@Ohsfd-Y+QWae-B|K<_XtRWLX5bg&;F6LLYRxjh5%Vive9M;W0TZ8ZhqX5rE>X
z$erZFYx})OPT`e#K^Bk~s=QGglIJR|T7kxCCaEQ0^PEbOyh)vcTq;xp=OBq9kM^u&
zseq8ky6irK+=$TXh`&xDTgV-=90k1|jOrsaoXC+2uApkQQt<b#;EO92-kf>rlqy^j
z-FM;pEt%H!ICzx#m24AF%HyAb;spbPr~Y^<P05hdsAgwUYEWX9kj}+zl2UBqk<F2q
zkoXqHxCv6%P$(gx?%_zlF3O^MGsK5@0H0;?SH}V&21u!-!+r=s7EwQL;XF;r7=JMo
z=4&m--vVe~qd>5i#GOeg1!o=P;uRX$5%`@4W!<f+FPV`uNIjLHE?-INOFIGvvJK7w
zv7!jcjvf)cVMN+s@*XLJpaDavx^fgxn|Rz~bh!x*;g}5MR&oR(Lcp+453d5q!EXaH
zQat@2Xa~3nYkU&auLt+2BiDm&gF>N-<V^$wY5=;^Z|xvyt?5URD!46tV49dxbpez}
zzJh{;oG8TCX}t<SRUkJ4l8b52h>fAU;r;ipFyZ|bQxv|+Wet#;S}miqirH+Qetzw1
z^vW)%`eY=HI2(PVz3ZaR$wbZI8l0czXT<PPdGTGYo70}mY{c3?mVwMXQOnFprYZAs
zOn8M}3OSa!XAGfG6wMr*SF|=!q$^co>2qeDmEUo7=#77Vhw5}vhJn^Z$W6pTYr>r5
z_YlwMC%28(joj8m*`#s*DnLb)&LF>QcLrIPmDc7Y_|@i5irWbijqS8<PLxyAA^pKo
zo`~FjrcAYx_kE<9d}`{L=^^;MI5(8(#Bd%c|MRo6^Q?;;!Mw}3_S5$ntPGu+IvrmM
z!bEDJd@h(h$Cc>|KzUbzLUFkls2m+iz~&sZN9FloZh;GO3#T$#!g<q8yEsQCkDMu!
zAI_BWm)T9{Hl4|g{>x<Pc!-0fh#5t9LBeWffV&rT9smVEH&6~%&IML3cODw28=Ujy
zZ}gkcig`Dpj^C`qnrD8Fta*5}-b8W((C{kxT^OkJcVSX-5lCjeAgt5_w${m?ldHav
zuEUzqjhm@9!|F`SM{V614RpsO)Zh7Q5|2$FwPVI>bkHa|8+tc7*w%_~k%(dduk0?J
z8QH?)Clj8|9WpH<PiwXg!H!s>ppi-<rh4&4Btv>#^l&Og#6F4O4xj00ztKUEM5%0e
zmm7HR-o1)4?Wu&_J&Lk4Lm@-oXEvUaz*(v}UbPnN&YrK&F3i>zmxAi@`MK&!t>*hH
zyR+x!Yjt10YJ6|^i~`<bzPNwhvYuB&B+g3*y+HC`*+wW@ZEIM`m0KJZy9VO<biQK1
zvaioAF=wyXg*Mu7a>vkchBwkO4AehB>MD*qCWBwHNpS}0lEF2;XlL63S|MY=PrYoX
z0vL^e+_<#<%hRB5uD2L*MA)KnU!lORbHa|CW=Z2`r6Qi*UtYSsv{(+K`(-18ejx_m
z_CGxpCd}8z?NT*hD_{LFL@n!vVecnqFamNbmTL?Y0q*{nu54!vk`|94UxdK`@}w^+
zuf(wcX?ewg7z=ED7PEr<WJaM0?$-i|Bu8ZtVYs|d4`x-#AyH^luA+aqe|~y|_W=W<
z$D|(C=mp|8X1~{J()-ed0wIXv1;cnh;)j@h>nMLm@y;w=OOE|`wK37`NO|DcYz2OD
ze?A4+kzNlrg>-u>@PIf){XH!+h}b`b3{+iS;boe0I<pXCdcEhIZ>;-R>Y!o*M5OmF
z;fq|X(-X{`K|@4^;hgI4Q_%E4m!y7)ORQut7PY|5a5EC+U)~apqfKF3EXQ)>lm+FX
z^ND3x1!4q73M@mZPX>x%z4f5}B`nj`t*dWGC4otzmv7&@2i-s5SOPz4G!H-pwNfY+
z35bI2jt|8s5ErqlX!lA0O=$tr1jG)2z>B+%5EFlUPr;yIRR=W8ZXY(IxW6EMDxiu9
zz@=TsJqY$0LA}%q!)63)R?!UAH1L4XE!_rUx<K7|K(`_=ufyJ;dO$JX+uoJ_-hL3h
zEh(Y*JXBf>N>vIY1AN@O#5vSJjopSUgeylxg4qfVdie7Vy2Rk^!;?Eu@A1eiR9BW3
z{PQcb^DFbgykA|a)@w^EyVY}Zi`DZh^<BMrAUkLJJWHi3a)7p|r{rUxUfBs16(~BW
zbC$29XQ{~cZGD6Dp2?9{s1~`vs{;jWl3z;Aks!nbb<_W?5#}O#bKUEL5>kQ;x86&h
z6F%?tJ&1*QIXO9JEzHRQP@~O#|KgSHWV&nO)Dn{N1y*w6lfEoxExVbAy_6c$9&@vP
zas(01zrZ<qOik=5OX-Kn(Hg5JZer1ul*_%;={A87yil3Pf3xN4Y_L?DU1GPc>{Q+D
zOzc<(*B;Gg0572@aTurLxcsn4JWJOr-LP4q`w^K@<;Yi4TKO;9bSaE9Ss-A$qq)pi
zMGjIYxVG)!I|Zpbi)tG33vX)&dowR|-HUQrMdL3TM`^1X{wb_r$z4YcR_wzAC!XVE
zUrV17?B|tPZV6WI3TaRI2FVOs_i`MTxyl&%IC84?D4!$BOV9LEk`wWvAXh9X@`?HH
zJFFnUedT_?O53g(y^T`Rl;QRBc8=l}^4)7Jq~vo0r<WE&Kkj+S&DgIeHe<%7iZ?d2
z58}7Nq=OC6Wh7yv-EU!ECBXD?P1i%nzu55SO%^of#1QK@OY+(aA>0vUPmyZ@#oX)l
z5jLO!za5)+fHZg(Rm1R(r}ZtkfDhX(ze|m$er<#^WP}yXbZVXb3Y{E0u3c>7z!Jh+
zzzMBK##_2uuur@q!~VTbd%F;(C3Wol=*Cl2O54g>10fwFFuV_SfOx8U2@MZ|QWi^9
zY$!TD6jad+v{LHLu5{|V9^OH(9b)s>g~iz=?0^9-7{B~tAFBD+94f(jLG|ynZek;9
zsWhItO7~$;CY|UwWd&)RtR>d*W{)*nab<B$>dB}5hg+^q+6Ndq#98c=Czaa~FE4ib
zgZd3`0r5$=TbwTM1`zaaxe8OLJNqHU>6{P)JcFB#NJ2M`=`GU{35*`W(uogpDnBH}
zlkQWPhbqI&NIEo#+5~0BKcyl%KgU6qP8OmokogIo%>{X#S>IG3pMIFkB7TkVkCqpv
z3-{gu7YI%FvB$$>kB5io@i4g8(&F#E{N(npeBqs+oBQ2go_lNi`|o|{_x|bM`Sq2~
ziU09$|K7ph-Tc}1|Ep!z`DGIR1&<1i$KC`5ya|*vJc50uCg7ugO&W;CZVbvr!FGS(
z{p*0kgE}=DTO?_Ryi$TS<@Fmo8yCFwu>Cf6w7AKG3KCkzey5Jzn^&1JCx3QC(2fBV
z?~EU6?}RkZ1m|IAz!4zF{y)v`U+*6s=YRo2ch{D3z$*gkNo<9s<s^bYk-7B+*qz~;
z(?jSa+;ib9p7@Om2=n){uy5DdrTM!4DXrV}Pig$Fe@feU^>bNVY{aD5wq7SMRmenH
z|6CM?@%kr}24<=xjj><vh8^1A!z4SzO*!)8o)~e`y|t^<PUKJ|$lh959-5D&^}YFI
zX&?`*x-CMI7qb+31=!9RUJ|dn(20$V56SNWhM{8~-H1l=_(o4++K<RNE@o<^105BA
zh=;n8(;*}2j*)H<J!lf0&nOzlQmM+K12nl>(JkA7kdk4R$ZWrA+ly1b4cLs+L$({I
z@3HMT{i4rD?P_>GsPFXYlug#LgBI-KAtk6;s)Ez=z%!oiQWFd<gsjGC!fbkNz|z;l
zdoC=E@nvaR(>6RJkY|zekkdw-DL(N?LW@jjInGlLf)1eksc|5L`vsY24h|xsGP(}c
z=JjQ^suy<kh69JU1S2eVs}K_vBp>N8b_onUPSC}Q1~ZphK+~E0Br6y^TS_)y#&1@4
z9$HtUzGO#gf0fUh8S?w4K3;4>pw)o_$GGi<8QlB|)aV(?>D*Y8ZYqZH@wk-m(p!7~
zujg%HTy%0w<i_kv=@{_j2z8YkYcidxWoW#fx06yRx@?SdBTQz|G*BQXLoc>0&TXzd
zj6c(;_<;}|R~|o8ro>5&9qGOvtSNE4qETJqvV_%QFeQ#tVR>}E9Kd3U=NH!Ikp}N6
z6g?Cd%eqya(uzH*?<D?D|5KmLD_8EBNtqyLv`zD))^b?yoFg~R^7+N(8YlAKOr|+g
z%3p5NNOsEU4agb*C%Zx!3m$PZ+3MZJSmWe}=FZhu>I?N<HZ{vm)lKB_JdUfDR-@Or
z8_*b+ASax{C^;{$sax31u<h4j&7$)wV)<$uLI#k8J%424?$R$LX;xOraas33KDM)H
zykgNO>)%o87)Ix`RnO+fez#yVGDy5^Q}=88i1(bh3D1x>W@HGN7wua5z2dFNBx3g>
z3F;(9!>03+)e=fC-jr-A&)aqMiVk=>g;y=w+vMyyN=FSPWWPJ);aXIzvT3mJslNi^
z3*Q}++Aw1Xft+$P#MTSIs?mN8m(J0h#sS<mW>?_0F~_bznZ^=tI|#hnZC<QJK?UFm
z_bNfXU-A3w*umTjw#jw^H*NGu7(5)s!mXYf#u3_NLP4)mj)ZxIVRT`bVi*P*Cot9X
z=c`%j&Vl(}mil_0G8rZoMeF>EUU<A#0FBoHF4~2OsDVVG+JjhvMvy(Nw7Uy?=CB`;
z&8l4S(g|tvPkL9lm#{GM+NdGqMq1T|OqE$8Z>O2>tvvzS%aNUKPi#Zq=kz%xb7Ia|
zd$MOi?s#;&?s)x7e&OfOme;SWe!Ow}!;Out)oWKj-mvoVPnP*-%e%d95R~sC1SQO0
zKEduse4Z+|;DFCBJC_>uFLU=wt=j0pMur8iOcLCQDg)b8RS}odm*C9yo7UW|-EEXN
z7A&t7iPzF{-UMo(-5%puAd?PFO{+Xdg%QRw&|lx0IzM&BE;;6JZs-xwK`F#I)AIxU
zx35ZY4g)GSg;wsz!mI+hCFCpm|A+>VOtG}!vsNz4iD!EO?sRasRaRDMsNt}lRftP&
z)6_{=FtsDnAi|zW+Hi;!0gHt?3#vxx66$yAAI^BR2N;a<cSs83Z9kPdx(Ua{41`!F
z@SJ+<KDxeo^INyCt=`&Bt@FVq@cZ#3wMbQUjK0qRCP@8erjOCQcg-L4FB^CZ9xTu4
z)S1%>iZi=24xqh0O>97vMnii&NecOLD3NqA2+X-`oBkE=$I|n>9D{w7YZ3;fOw^^s
z3uDrBiGQl+@9hQkbm}H@EXar^rx-O20KukHO}v^S8+(3G6}tJS%{RC#af8x{Qc?56
zWR6sWc8z8{>s=-2y^MF&B=s=A53o&@vnu5!v2UsDbbT@>2r6sMFzR=C5q{B1{Yc=B
zDdwNk+ZqX^q)R=g_cK<)^Kk-KXm`Zt`PFBU6f0S}*cpa`>6v(qOV5$#Rae-|LY~tp
z<$SpYhLZR0;x$LA%W&|xSR3BKYom&v6c3V-IW*<R)`gF)3m>9&Vf+fw8X{G)Jezv!
z|HVID{i%0<?C<?gKYQzse|+irzuNfqt$*h)R`-A7rLDjGR^@NMcUKFo^UI@R8aN3)
z9zjz%)#r~nD`5DjB>Uuy9g&!f+OGR80~y$hRX3%Nv2SREZEXXnZbM4fEbwAs8>k+Z
zFT=l>O0aEUX|>-2Oot}o<<#Gm=zL_t9ZNeN%Y&-47IqHcrM%x$6%aVHqXw;FEM2iM
zjq|A3N|%6P41`vVVVtKB+b*t=Zwz#4+ykUEC~aFn#<YDBH$>_BGBD9-*2|>em86u(
z;<|x#jDAnCrYoYDE0s3xV>?~mhCg{N5F-lc=7f1DRb+qkdan&|%pB(84|gP-8)0U7
zD`{p4Bg&-tqGjA@nLbLZL~Z&=fDou!{btBv{nIkKv`jKBgH6kvlR!^OkbAZy8w@0?
z9GRfSCNoh^M?WTTN2x<-0HrD^>=JO~4OnG%%dVWJ#o08OnoWZ+a4iE8AtFPN2C==B
zwm+K|bzJsa!1g9|pM)72{cJXN(fgM#Ulq3nWCpdNpk6m+@Tu5_D&=AlMdT-`0!w*Z
z*;MykY3Y&=H%)n^m{wAsRMIl&gGpM3_--aG$5yYKmb59Z*iut*XO)&ld{Hver34Ig
zeX?sca8M=IL#ENzDoavCQVnwIz>Q;oxP2ES=&>;F128CIjl#@NK{E3g;O{g*AEX7J
zZN6t@qOX7wHPmO)An+U;1kx*+_#n5Xm!lFex)TV+mNni=W!?#?n^Z(o6U~C}!eDz*
zmb2{l>UeX?KHX85tGG#)yeh*)yyFrj`2!dx-jFym7d$}z68WnVkg>ep=+azBx@Ped
z{*-XmR;fto@I=n~=Y3?Wl_N2ga!H4lTDIVgFgg>3O<bZxZ1Pw$jU+9Fx-8^(Yx`#!
z3(HGq35{L+l1L9u5<>T$KnSLp85&9u<7q37kDZ*>Y;<5MiDLFgO!X2woD?VJ2HLH(
zoyeV(cDSrcO(9ZxVrg^Y5?jMaN-Mi!2{_J*vcXh6GJ{DeYB4DtOG1+6+LCB#0`FIf
zu(GGsFuz8Ag||yI0aPBF!WvoV>mV%eAiGi#=XgH&7G`HsdNPu43$j|gU$M#=8Is1d
z^il}j0{oQkz<(H8Gvp~MKU_{r34M{6(HXKZzzJJzOZ)vuE?$;?OKHDEe^^OU^(9jD
zYQpL*@svbVmRTb_@~#xU_$h0=kU1%*qI3c}IyO}jY18q1p?<3=SN)Qx%iK*VGwp;i
z#pB88PqC46hA~b7D@+%a(Ttp(lwwO|Rzy5lBj+JZ6fkm5qcon8a~jprjhvkn$24+I
zr#YIDa|XSUjGQy*5r`e(PbhIKVC0;i=(w-fXUfPqaRW|QH!ngPd59H}SvZPQd`(c)
z?0Dc-obKsfPF9-}N-=SJKzh`pxHo$u=KfXlSO8mEc=A-{U`xBJVVJr78Gw;IwM}K&
z^6E@EIp_StIpmxvf4KppA#3I1b~uwqVSj~K7`SMm`_>mQ687gsl>-Lc7zOA?$}3BL
z)ykEUiKq=AFlO55S#$?};u=x#tDt){B-EjAB&^ERW+{rZ3GkSD0AOR_{>YF>5*S%E
z51@hsV+d3o93|=iUX;~z04D-q5f2t?zQCmc^daJ}!Ts641AkZoROGAxWSlPD+i%qN
z2{$o<%dBDM28E=6=4~ESysPk`4*VW&R0%&vfZSApl?X?}sNW$?;k3YS1ojP@A@O-?
z2NG#n@j#c<VMIC{f`P1f-wOL)&2N_|JeB0quM+BGqv!d(7>mb1TiWf^!kI)<XTBnX
zTcu$$FZ#R73sr!oF8eDh3+HB+=WC1grMX>yY2II2oI9sQhi~?vsf4DkRatA*c^IEo
zkJKRYV+Jx-kF~ynum2#M^212QoDrL903NBt7m~y)2^3?N>#FIdgyX<?;KXX^ov+59
zrWzjv4B~|(uwFI{qIg;LFeriG5qOz^5R*AvbC@cn|8VhdKX{R`wwYY>$!@>RqRz&2
zY@;#Svhh;Af%ywIl?Ujog~~Ew8!Xh%`Krw??&1cf<M;NFcuqhFo}ZsxQHjs>+l~7G
z8D2)xTzO@7Q7^^1$MSvQ*8STf^lK4#MaPKafGVD*U^#9kMQ+T>xSgY-IlkKI0s^?x
z1;`@C1K<kf#oBp)Whr1R`Jox~crYucB)lc`S+pF{ntx2sty5F4sr=H?*g%*S`77&T
zO%u#r^-x;UX4X}iUIvQSnxE(yp(@X;zOo)55NUBHijsai2P-?+oD}DzAmxngH*pIP
zbO|%S1X#;04FxH`mEI$Y5gNGS{ZWYS_YY@6VKheQ7i<^l#;VZ{cGT12>`kb~iv<|p
zfwjHtQjF{9oKLFCuMcJYqh5o6XWNYt=A;p*FXUrL-m7Dxr2Z^E@MF|6pOZmDK#TJ?
zdL<bz{`NtuN+9y9QLWJ^&Qn3kXVd$M8Tkl8g|Gm{St(5WOX<vzd>7{+AHh>wBDjFw
z1*m#*&*IMVFC~bMv36$@dd*$UsB3f{a$iiTa<sKL2Q@3pm}_nhYOf|+IM&)al-7c~
zvI(!DW7M)Zguw}|mE%<NWhaZ{tcf`(zMWq2m}_4_%3sT1WUMu=7-8$>;w5CnwJZm<
z*OTq$3P)bEa?yi}21TP$3r1zMwJD2;T!C22cS2l+OKqfDoA>}b1s5{C<JY$x#S5|)
zCFMYTh;^7;Z%NstR$^VI;_M^HJ%y$5?}SwZ6pH9q<=f)d#XT4$G(}7ynBR%8L)ZGy
z+rk`@+}97hck9i>Z^Yu+3&XvpjxG3uTl<ZscgwFM@D7m>?(dCn2kmKC#oYHU37qR{
zH@p)}dmHt8ez)#@*uqdbtDE*rRu%jFM>x5Yx4P;}g8f&WG$QQ(F;Gx<9LM6o0mpF5
zpr0Ng*EaR}8X3kW11o)}kND_q=xhw(<Lv5hIbW#^NB6T(iVv^WiY9Prl@K4H&=;C|
z5pfAB|7q_YB1D!MsXwSARa$Y9qFy!w7Yjo7!fr6%8lRE?uoNJZ0N(d*Zmh0vZp3o>
z;ztoK5`<abu8*4@Sa`;75b5k$#I^cogzepgwo%sn=i2x@$nC{LSdky-DwjUP=9=ZL
z-sh#oT+1e?&3nMwv5aG(ORPQ(jnJp4EcsLv4fzhIg%8mgBkdAly?~^nR_H7b`3uj)
zhhwk!0S@$@$4)sSkRax!E=&oZaXWd8-^|vNtwt1U+uQ_sJx>JZFdXHNm2XK0Yj^R&
zPkHBO;6O0?0z1}9n%oGvfkd$<jJ=1k2-+NQxo7r*HbqnpZYTDo&wZdC-^9&(D~LT-
zZ91RcZ*IY1ztd4%@S_u({U-EGq^#!aMa^fbpdFr?n|ftxRcHKsd|^R4irpI-p`%rn
zBfm03=e~PXn$7%37ip-T757g5QU}$U`vE>=<EO+talG8yr?*Q-**sS6_9EasvmMB@
z0$iUTzE{3JAr6@v1AYVYaG0UJL@nIUCgjX9O2L$uGS#pwffhLm#~)2AdHfXl;#?WC
zl5miZ`i&lGsXtqC`m}KI*ug8t{8Nj$N1msf#SX0EX;#|XhV@mfhgUuG$jR`?Vw(_t
z)w+@YaJZ;pI1=Q$6p8EGba6Y`+3S?=A#8mUfr3Rg{G&fSR#SPU_XWdA28s`ak;6Gu
zkmVPTXlt?(3`V3gVqhX&;Zy9x9z`<ee6`#-G2BZDf<mVx>Z8Z}(fsfO{>yuur*`|~
z<BZ42H}Lpn@%*y_`ohi9e^XzuLs<DA?uW%L@ut|T!niDnSsX;3298&we6LyV2px?O
z2o)t$RG|eT|7P>Zp5NaK1SOUlBBd!EZuOc-jS&eFsd?Y8r{KI*4_hFV6hvLk5CKmZ
zV+&@T@1^Jj{PX;-54+B88IYO&ZctVV*<{tHFN-|VKZ+DipTD<(yW?T~#lVP<E&hpj
zV_ar<;3p^Id4+h0jB>+H!ozhBm}dQ6r$4w!fBG7w-Vlk8C64=S)V~i!;&?^2_uf1!
z6Z3i^b4}4^>vYEa@_RyH<VmH31hXsA1qG(-LkOcBe>CX{A#n{`8YcYSa6>d^DX&Mz
z?F)mGYgbmUf3R`w#s~2w!dFQ3Goxb5Dc9dd6?^pFLAmAEx?xlqP#`>p<$4Uu^$=mX
zlJ5&`g`{aSzqj6xwtxB0&Asp^&;9)Gp8HD+fAHNu{3n0-Urs;u+uQ%(oqON?`deQ<
zvB7VM`|l(mu^tr~@pg0GG{Mh|-6Y+hD)lNa3Z@6=t+0D%<|YCJ5`x6c>iX)|&dd(b
zYr^hL!dIH9;}}_P2lt}hK{G&%HQ`cKuNo1eRHr}YtU#YB$^PPpc8E`pK8aiNfnc8^
zi*PDH%*(3Z1k!c_uuH<W%nk&^6y=;Z%B9G{r4m`kzuiv6d=xb4pYiFY+?sQsQij};
zH3Ft=o>O!PQ;`(gg_Lm00rHiEYY~}%T@qi%D?kTHPyGvICS$F2=g6`0mV65*O^|<Z
zrXwZ7+A#6eM17`l$;9kn1|q+TstOr>l=dyywgMyuV!d)pDc~#V(Kz0#cuxNSGwi+h
z2taIZT7DNnSr_#W0FUYKz$DY(0avEK1IbK(M-*1|T}D^cKVm}X;g`FhpHnQ=;ejzJ
zyd|;Q3~PQ*0QKcIgF$4@L}1K7;eRC{REV|*fF8qgM~nA#^0_t@9-2WK`3}!UhPkP^
z61V@ua*^g@Xr4^V)%>NMW~IZ5$0nb-a^f9@<SPG!d?gHH%G3hH1t9^+k3GJ83$JVx
zhvpLoCnmX6D|v%dY95z(4bMCvYB`EnVwYYbO$3LQu*7kA{=A}DfYLBA9ZJe6viVA-
ziEqx*Zc$DzY>Rbz&U6tUUd9mjBs>*`wG|k0^jg{YX%Zt1*mVkA4t~AZZqQ~yycG3d
z*T>y{x#_p}`oJ%^;3eVM821YE+W^XBO1xqLBWb*GH?U=FhICsiy#Wc-PJRe$QdGa)
z*lSCi10!v_76M>_UKU^&HVDH&#W!{WU=c;q&=C09Vnsm%o|Cf!aQk+f{@xkVKr>*S
zjiUv`!23OgoF<qEng;$G0*tSEyM*K*vZ<2^%r;wnME@Y92q0{F5nyf!X8|yAz*MN>
z_!88;>VYTQt()c;BB31D8A1Wq=~ySJky=o6c6v&Nya>EUFMj3fjnt%T{wFd@HI<={
zS&kAbmk0qi5SWny@bHaf;Nqp!{v(;heMn1pxmj?zG8-4Pq*toc1j`txM16^3$zk`R
zpw-yxhW$<?G4$qQ6i6%QE-s0sSkQh;qERj)1iiCL+C9arT9odFjXEeH#JmFRTc%CU
zWyqF9Ws}A|pql{96<sO>M4AM7%0wt6;7;`h$YaE1pM*{lBtf$&-GY@jAVzv`6Uayn
zv6H>KezOmFkzMa%;v9F;>xBd^;$0+(xCq2Q0Kf(SZVWsGDvvikQV6_Sqg(5@)P<{e
zrWHoL=7Dz)M%4p!2{#gOBtCIa7hs<N<~slfqBj*i`a`>3Ph8zc#GiU)2xtXw(Z%?7
z`Jxwgy^GXZFufnNqM&&<h|Y@I2WS#f3jMDQz>~W{y8(a|z@)TM5Kn9L`iJd+5KcU(
z5(MmtNTIiX+KWQu1I&rRBz?7eZWq%jy}JNr3B8N*-Mv^5Lm?(BIaE8{K1K>>xuDkX
ziJC0KFHw#Cs>8HOJg0+EnJ_B{%)&%+QtZSd$#gu!otN;A=X4_B{F%FGBSDFhB$0-V
zx*`hXT@QG2@(jx`K|s!37)@R-y!82BGQ@1{D9Bc|0BQb{xxU%=qsBM;A;e4M;JICN
znSB4wQrDzS_%u`(JTZDiI5Eo$8Zv`=6B8h&%Hm5@3nv$lapH&$uEF#w%qWX1QCbhb
zvK12#vj<)Ff>_)fL$6q)OvnNdbwQDS+G0V^=rf2cDn-efoW<6Ht*tz^sPb(4DpB2V
z*--$x-Wk*aL}15UYxcfm)bp_Ts?PK3A?BWTNE3?yK*B0OszkW}V=>s<$BQq4OMv)<
zdBO{ubx-N6uzjGBD2qu+%unK*;Jx^G?toNW-Z`SlbzE!%k|s;T$31l%%>=^;NA#Hx
zfjJ{bJlh%%UB)(2dKQda0v?n{g8oY4a`B|!j3z70Z0LbQ1SQ63T%jbgY*r&zI~xOb
zxa4_d+Wrbk+43i{jI+U5(mR_svL_dwJ7Vx!X#gZRC?sexDyx<+Z8IdOWzQL6w$NK)
zIW~hcf*?eR)1I(G;e2Ww=Z$n&p~R^o9Wca3y0kCRSx`SBTN~;2LS%votLjYIOWN5;
zp;;2-T(gui0Tt=lqCgDhS*HXk5}91%Z49@tX)*0y1f>TuSmJdw$4K<CsL$Sfh;ea<
zlpZg9ahT%>T8R$l0`YQ?@eU%heWaA{08>$a9c$^R{coCnjM4MPg+FAEB9ln$ZRl*x
z4o_~oxK#whXIhDwdMf#v4UF73`;FS2wf&%WheUl|M4FJ~rU~FrD$>o<v-LVLuJg!)
zpEQbj1jgMwLPC3;dM+dBOq@MOI7Jql-IY_&p+kIa9Nz}>#phvgrJlZOUZ3JIzyty0
zNY|Pw!%@+KI}9F`jRdBOmOFR$$}2doR>rrsTs0ZYyx$!HHMTJ}Ap^X60>mbQUp-Mi
zu8!YBXp{rR+PrA5j5LNbAUvZKg-S3#7@u1gmi31dB5S}|PmE-YXuUN-E=^GD2Ss-R
za{8Hqw&s~u81WT@wpQ>EWJdxj@g)8Xt*HR7BoygjE?DGgovX@&BArHqX{G$-D$)Tv
zZNkj<n+5=6J1Y0Ot#%VgkO1y1FP~qjpI<t+pz6$@Q!~kxd@-@lDU00=th-wPBnAK#
zbtBsZBignqo#CUa?zVO`g^@WdT*+{BGUiI(3F_V`-hrdnW;x?euE%l_cH`SjvS*6c
zpa(&IQK%zRxdii30cttzfOoOl^%!BLx8JW48qSOh*u_FvSzf)qeHF?)IT6WAw{~5C
zxYL!~Z~a$^Y3sNCQ@)5`T$NMXV_~6;JkvekX<@{7>vM*6@B{)CjDI*vzMs4vK8h#@
zERClUtFzeP95FUI+yv7_c?cRp(rOwM$!uEFiNCRTPEOQ>WY@+UG4_Z?deUF)sJbzU
ztF}peI=`8p$KLg$_djod4WFE`9p`Os^f;M1LS#xx*<<%GyWht7eOMJvz`G;?8z$<T
zSjbb%5Vj#x;Ah<dENh=EmI!l<`90AvIQoIemHcHC9PTz&z(vgEVW#VP>^An;ZR{bs
zjb*((vHFAG3-71Sugw1JKRWW1ck9po#eey4-Z=8JFP9cye(6{L)mzb@{PVB>(Ch!X
z7Gvj^N5uhb5_~*%)hghsrKI5z>@y|VrKg8GktKD5X)a~ZPCj6lvJn*nZb!0&nt)xr
z9+LA{9@j3ucQ*c7USm$@FNZqnvDX&)zI-OVwxnT&^w}E8V+$96un(3d;<mq*VR~NK
zicL)^+*8HUO$*ZjLlVVT)6{%Od98O(A!HOskfD5)XO>A;NSE<IlY_e(d1lf_7@4K|
zSa_b>%YsTy$kSqNYfJaVw8NxUS}$Z<7!f<-1M3pQMS`CyixsU(74|8M1NK{-UD#_O
z%)G%?Czc98NuxYD4$o@C3e%b+VcDPPZwCGpbjPvRn@gB`DhpXbwU7<ogp7AZpJ!O^
zir$uHyH<BRVkWpSt``Ql!tfS)cJdY(u(YLsq5v6hMc#$-nNle>jWg9QVl1*nR`i;~
zf-$FQmeXpA&7@e6+3Zn_K&m*WiMh4eiHT-ebB$-Cm)lJ1#=K#%{a{S=K4*4N-x$H-
zBm2hv`s64YmQj<WIuR482gA_K33i^_XzJt1)?isrjbiANB2F_dGpd~laxdfNVwqHD
z(8<$o`GkQ<pKm<~zD*0O2VTJ><^3~dbLGBblo~K7`dI-sHT7~rkmt*D3)NtuRy{8z
z05(Fjh8Hv1N?t-zodUWku5)-~x}tVp+}xqf;bx^<Z*h*P;aqZ7+u)0z5BbYX4;g}V
zR)=zEGsZ*krB1KYjR1_=to81eVVNvEZp-s4%eCG55>GApa_L4g@fUC=>-gO$D8r4i
z*&slYyO5wmxa5!R7M@eZPT!CRxXP-TS0xr>AcNEw9JN$dyWQ{}Ly=ES6{~DG#W!7b
zUh<>;wU87SbZpgKSFG;*l)vcYLAs8QSa}YTZ)Mb4QLU$F)#_8M@r8(gHH#AwLrGXg
zj>Je2+D>UfPaw7!_rfIPFG2BDSKBuT(`v*jhZ20nRpXVQ$zdvrzGK7aeJQQJ${M^J
z?~K^Yd{kdguN(gUBUYV@s8jB!mn+u-_}WMNy`V9wR28B9<<uUKD!dW<ASc=MQQCpa
z_o%aaKB}*|T0Z7%l82@<&-Jjq(dzULM(pl9G@UR0INh9spll9rDUNo!Az}>hupZ*)
z{C6OojgGVTB8PYfrs*j7Kh>G@XKH7?`PsSoGX6R5ZTVp{^wxa1u!X%If<t!b!NnRs
zs5HX&Rmqq3`}g47)9O?aK`@RRsZw9JC{24;`u9LsW>=Z`&uRKn0(P;oyDA|LqyBoF
zgF2QFhfzO05<fkRy|?&KEJ$VHL$M&$(}xfX@))XB6_Y6<kIdB6Ji-1&$ykjY-I+6?
za~CNaqyAkfP9Y<5<Wg~JmXY%XLYQjw2+{xu{%{6u!3WUqg;2ci0zHK`#RP$X=Qv~6
z0kHxQ6f~1AFl39KIOA$HL8<uOz8~FzFrk#V`$<q#L`n!;O4ih71$13d2j)n4w^66c
zeXkSV3%a}gre|!=O8|hxLxg7$bU^@dO%+~Jt5PaC+3EpkiQrs-Rs-Z10?iQ>pgO?a
zH0l~~sRR)BehU~d5xO9X0Ja3gmO(!E!6-$E5e#>OPS_>Hrc!`ydKY0X6>f{j0L&bK
zV2KVy`>4IR(*O)kgp-E1kG0T?YTW=~RZG<PpbfYRDo1)|@*9dMC!I<NifVt_`-J|X
zoV$%^Ur>|#^9U`c3uWR}`P<bM0;uSwdH`qNCfY+$P`dq^7)e1WxQ~|^NLbUQd;5*r
zz8JwKfNlJ{C_vyD0KoBZ0SF8F(!0gw?){2-176=g0BB_kSIE}@XLUo$5&-+8r18sw
z>5XT&sT>C{=WaD|TAJty<bmzzo$XjNciql~$lN1OW(zv;ecePiNfX%uIEf7GiIhOb
zY5<ndPx~*w9+{yUKW!$te%`ettZ~0kzSR!P-JsrY*Zp=6p#C%`5wI`sn(SDOU!oFi
z+!KavC~2By97g?mSqF6D+Q$6LvDES#@FvxV6vKfOi1=U^@dP4I#~&WGOy4p|KsY)G
z0{BONGy&c~%FN=i$gH+WqJYjk#CakSeuoGik^$vF@DT62k_0tBDPOqeBXr44!<jUL
zKT3}u<?txXHZ||0YU7I=YKg3@HnH`<HVNx7i|W%lagET-Rgvf7r*a3y*-z_)%VD?W
zV{hJOh=!OFj>yeWQF>MvxE3NTUB9ZHe_21L6*TC6K){7yuqnRiIEG(vW`l08QB#E8
zbmpM72ipumjCudMGv|6=YEA=J5jU5*2vh!|lk#=Qif)MF*4Q5CC!f+6=iD|Bk<V~Z
zc(J_OZ&$<nWz2SsS`R?&L9@<XFm5Awt}uex&<lN7&O%5%toKt?6~CwQ(nP%ZCI>p%
zc`8lMZqjgl*T(#>s#KRj{y<!q=fqn%<2QR1Y_Ti7`xJhOKBr}ZfTl=G>UIyTq?c4F
z^=4YBuP0M)?^9UNu9fLcXQtaYsx+;fs<L`F><|Q`m8u$mb3ik+l3tZn&=CO$l%zMY
zGQ2jBA%c@@vV#<nCZ>+t!FT!q1GO@|B8lM4rzRsS9SFCW$7ka7GSLFyT@@!8njx(G
zFUb6D@#<P>sw?CP(6>A4YqF%cj_KYOIIOo}s3gAyc0Ceo4*@-B?o+vOLTc2kI?p<&
zD$ZpoyF(Tn1?oJ--OeofR#s8Fo;MtsoxP^yQKsEa={z-z7#7(hc5U)?!M~4vTps(l
zJVYNC=kh_TkGx>zWybs7OTYFnfB%i><h|wfpZt}-|J}d-E5GyFFaFlf)IYlZM?Zab
zbMXhhqvhB6WfD#$j|z=P&{0G6`D4xsxZNnpe(7&Hom*TwO1D=F8$7sU9F4BTO}L~8
zOH>z6`PI2(r8>Gwmr7@=btwlSW}_B|vfazA-z5rT>3E62czRyJ!kD^Vq9MCuT%|8j
z8m{=ITq7xeQ~jD2IK>&%DkZK|@>VN(7v**`a$jyCkY?wgO9A3cf2-nGXzn0onTqbr
zxK83AlNJyS*8zh;zJ^8d8WILfg6c=+(Mp@8)0pdz+^r@KTG<(mV^?NI>kyVFuXQ9V
zP$Y3c%PMCd*Rt{^4sSy;+DEyZ*^Pr;Rtd*3FDrX|sN+LZzT9a?z^u~AqfJ&$`-GE~
zH*x%P92RqzO&lF_mvWy5a~B_WtSnAQANz6_%|9+F2hgmV29Kkq^pJSPuGiC}^A)3`
zF4+^lnP`%Vr8g(R$oUsGV{say;Ke_d%oGIFi&G@%vX0G1-az7q2+l_VX4Ef(+%lr-
zQRoDfVvt*|AV6Q7f(U*5Lx$*!e;MRNkiIyDqVy@+=S_0(s{`NZ@%yBU8!ZU7H)!!o
zVKPQ2l?Vf!uKUSc1}xPB+=Ms8z3>J6q(C;E0Q)4htyCEqZB5*2Lyx`h!3#OWo2U#`
z1tAqxMMhMKJy4zS<<ikI;UPzr(}x2A3}U|{Q9+QeAYhLOC_x)B-4pw@iZX(zgx$Rv
zEZjB1W}dm%xYL-~M3f=iA%yK2_$+<}Q%_J{1Qa*|34xLdXd&WRz<*48H6|HMzd-}j
z)ERycU$XAZL=T&ly^Fe*84o*An~M-dK#DKms0#+2d(lZZ22G|##niirkG2Rft*e#Y
zbCD7x5o@L}Bx;dA+;v@2VX7PjD3F1pB^=o*HWV(zsjM&QCp=KOyJEBuSD-~|6P5x+
z3g8Z^Q#8LcW-VR{W~hY=85X34%Sx-y!o`FgVUbd7@K~fw;Y!$Yf!@KS>#GtbnqUUx
z%6OnWVm&+jlaWQlWWo6(@yPlCGN$i#A{7x`l7TrAsq{m*%AUg)1X_9*;fCVSYl*B@
z?4d-O{2|yl&xGbGaY&d%W{Xfc0dFXB3PNa+<cOMv4#tEjB6q08NKTiIUgyOsQK#`k
z5TC^Z(OfvSE8@v01F7VVNOcC$_^as6InY<VIUk2qi8JBbG$Ifpl3m8<J#y?{sl1c$
zd>4m7^hUfTFetdAZs=$;Mow{u17iScdt$-iJPIQr4%tKQ$F4h6qTpQIC8tOozJyz$
zl_U@PUfR6*2RX-Q+S8eZCBX1p>gYQ(V{9ofG%IH9W;isLvLqOqZ_8;}P^cKz<A#h2
zI?!cChnW@8+NLcJ3e}~}3MN1z4vLcCJB8=#;<}Th&@mUtD57aCaj7%Y@)`gD39k4D
zUi<mVvV7@rauMOB2JkL&Oe&?%nGgQu+|I#yd=2w^^k-5teD5bkaUy>AlV>KsXLELk
zx&7_)d-M;bZu#0@n~c~v{p|Dm@n>^w``AyGE+%4i`S;Nz`+{Pun7;K7l=!6N`7`BH
zpD<;8=q~ZOkS+P{e`=~g1PnHQCA-q2WJC~Cc~R}T5vBy%IH*&~D@#6GOG?mLGJ+HL
z{BbGU?VRlk5|*)Kus}XbPsHV3H4ij!OGlN6?=n~4J;xMy2=c^t8R{L+M2qwlm&xuJ
z&Xv{?oIbq4oHOMw_s19*0r>?bv&|_@O>ZF&`xm<PZoOP<_u4=tfbzAnSe_4Nm#Vde
zW!326IdtzZ(dWZ1><a_X)dBfP-VPh?XKdT~tcb|I>31qOWEo8?f4ylmUbbmhC{A^a
zEiI>}@>em0l;mJL=#AY97Y*Gd@(cU$W%cqf-%2KVvK3scx9&B16iGxqJhkp4W_Z)P
z<?po(pa3qC{g<}cdItNtRvrsqD-o?k)HdT15KZ_pI-x8axgZy15el7-<p?#7z~u0B
zYXz+;p!3KtOwd7mYCIzcH@Mc3uNdqn2d%81Bx&F}AgL^@5KH+PQH;{ZUeSGY{cW`A
zGOVA)=hcBXhE;JY17xG;SLk&mJ00~<|IuBlpL|MRn31Q;yKu|7=Xcv>grA?ZUAo~^
z!yYocBFJ_#8&fdO;K-!XB}H^N1n-dBqvjZHTK36NQF_D(3B^B$W1&R_n);}ntcRZ|
zom_(#=w5Iw+^e+eHr2;wwvWwhAEKFU*6OB3-+S*r*n9u0|I67Ye(Puc%K!Xx(f{_B
zfBw#&bQ<4x`WJrmH?REWcYp0)T(*Tc`TJ2Zkevh{k4;$%n6fG{cm(@QO~r>Vxs7ZG
z_SI=7w%EwK?Q18qw_;02)7H@QE^V)mVgs4jZ@O(B&26gNLXkEmnTCjNTSH^PO9R@+
zDH!m~QP}U+0=W1RGy^~-4uEvv*P+&S-Wb{TB&^QH-vWE$61th8#+|kZdN-yHPYONU
zI8Lb}k4i937vS7^J!F&Am-z;5+WVn=>cs%AJ{Kzz#`&BXl^xGvZzPoYvz6s(0@V<^
z96aY+$$4QhGURG2?QSix+55a{{4eEIR}MYV=e|2gr(|gQCqZo@TK>s0l3T}`(MfLY
ze(t-2Y|55q|H}B{;neEqzA?z)*4F4xj%KXQ|K_CHZ)@@&7~x6C>t{-X&x)22Ky8f!
zG#z}!ahp%A@R^Q}*U({}F9-EmeSFnNY0|Ghg|b>ZH8u6pezaeuAmHc7Qn5V0SY4^_
z&iQ;uV1DzcyR%qedPAz?Y$<=4n{;J!1`jD!a~GcOw(BkQ!vYlkvwn5{oWC%u*vLrI
zj53+0U=dX(JtBoUXPpwME#&8v^dhO;RJrok;4Jx4f}Gx`Xs&W_o=w6^-R}9l0PgT(
zR4_n7(~@6UwQF}|UUlwQYp^?n#*{XVz(Irlz13>;dO>i}Fx|E4<e#VL%W=FQYPgQ$
zi~g!H?T+KtNGZ7z=ye*?&Oo{=p}Yc&DM9tGza9k*@hRb%YH|WsPowS0Y>9u*IQGw~
zaWhi<GC=0u8d})Gl>72l6!hyr_7NiMwfjQz%wTAYAA9tl@9YC5t^+Ux0!G8F9pK)e
zuZEdoqvmz8NlYtnGlEEiO1tD&3B~S!P}(BEkU-(>svDqefJcKV+nb5E;LQtOrw<*t
zvrg@fSSnp@%Y3!49!vwzE%4q>(5dv>4f3UVTd3jPX*b{YcDrG#WN|=@s}6GW0X03Y
z13W<C4RBgYb}&%;g!bR6f4f)zAZWjh_OBAuAI!7`+#AjlLj50k`{6zBAnXGiukA&R
zR=<fC*XxGOW<*eVKAr)v1S3@U>Wu)cN7t9EI#l~_zI~xodjI|RJwVb43f_AjCwXV)
zroE-Je6+i8!IKjkc=PtW_uj`p<@dcaw{S-R{JgUXGLfJ|abddNnQ!!?o>vj%&w43j
zeu&8Yh^9eZNA<ktweHC7@D}GqD!Gk%u#-F^+p98aF2OBoP}F{CZhCHdVS0Xgarzwo
zE>15^&;N)7-LnT3!r-+qxxng>Q1_g|hqI=fAt8kV&MHm#lY+=uQ)Q9KvQTacskBGT
z&UF*nNItDMBxceS)ROCk(Sphxx-zk>huvx1MwNsxLBzO-U-vrzSbCtc>S(zowVQ_6
zZd!87@=J2Tl%xo^v=FyE62BbM*X_3j4G_33-fyCG21*lwL?3LDWJ*cj6r!Fjh&#C9
zvpUkAr<mi4S@YZE<c&$KE@uQxNX^D>uS6GygL95GsYA{$s+Z;>IdBWC%v4$9>e0-%
z8Q>CQZ8ENfT}(%Ss|md-O*-IC%!4p4jtDYKw=^MT12bY&@i2M!XuZ+%-aSE2UWfwJ
zRINV*j44(W?d7~L7pR0Ek6N^5TK8(a%Ee#b=QT~q6M~Zg7t~8G6`Qx#JU{aAM+*qe
zJsC2WPtw%LlLWn6Ch`@aieiEhwIoGKOm>^xgD4?{>*@_X(amFeTf%>f_-_G|-nr>T
z=R{}B4g)iu+J-zOThE&k?0tFr%iE=?5w@$t_L{1?NB1t-z;0B##;MauIRS>L&p_GF
zCzIf4#s{_+lPMouZnPV{fP0(&8izQ3^y&QNwkFUZzgWHnz*_0DMJi+L%IoERrw-xe
zJLp#vS+J!j!@rG?_&CG3&EcD9<C3~WG{G<@$ttw;mZ}HjThPT^BrmB?(B>TZ4^2I7
zaHI1dRWah^9W~!*bB9>O54U<v%Bap1$Yojs8Sl_BvFU9!?n@q+tUi_qx|)ZCO`9ws
z4itiGCw!#Q66aUu|3ov`^J@oX>Jns3Vm=<fCK4ZE)W;LVcUiVUwNst6rjG2KUs+gE
z4^QnNpWL@zy}`0~GJbfIpOs{$x%uS<RrENX>;;rnJ<xw1nYWX55YLxssV#SV5quM(
z_sW|qn~K@zgxhI70D?7z%F$Thx-FxAVL1}-ANbHBD+uaehGI*KuXs6y_&Tvxm1ZEF
zpv~`-Q75S3VN!sPZsX}AEWQAF)ndh<lqJEl5IWV!WAaI#ExM13-^OBcN<Od^H>&s}
zBc?13iABU7$fCble1-{NJnN?m)ljJ`MJ-@e)b@kg9TH=K_bb*8(gemIZs^qEsMkub
z?nuv%dIyq_D1!HajHBa^CUin%EhFMgqbFaW6O>E5Kn!+E4|IWNWq~BW$_z`C600N?
z!AF-$tTXA1%Tn>b&qR35$fq2CXmUY{`#p?{JR0A);jk;lGLmQjF{qQp`*qc9UxNS7
z_ZyaIs__HzAwDP77D5E}#gpXFKetVxo`aj$Ke!aMYx|GzWPDOIAi0@f2{?YK(cTtO
zj#Z=epGRiwdApmKT@4K50es_QyirhXdDhxJTvyK@*xrG6YD1>(p|kRlZoL=P(x<B<
zVy`WyP0W32+H_9XPxcxuWsS-k>?hpE0@XQFN8Dn6bQ7rfkFc<7wz(aNzmJSi^Bj{V
z)CsOf_`xsD5D}zfUAlZ7N315?KLJ`kJ<m`fE_NVP`vD<)>6O|YqAj7hTL<vEU7+5Y
z%45^$$EMK_(KK4UGPI$P*X+C)d%u72SAY7Cg1_;-|L~XZ|M4H*ul||8b@E^TotdY8
z{N``}M_>8Hv)}!KcI4BNoA@#bGvr5w#v^FjtNQveX9Wzkm1Mu%bHRv`)hJAJU6#^a
zacAx{juuufPW$Cl^JNv6&}o{S$Kt|?>^IaDfpPqzgLc@78j)#hy_IcKFbIV_K?4O3
zp8`e-lwIQbj%uwCQ<$XL0#UVZxyLbGAbQ2j7pR2nnF-o45Ycp7hPcWJ88r|=lhmk&
z4JIA8aRcWlV&Fh!+(r(R5~EGqaxifBC*W&Rq&U7a%x(4%*A9v18}6d^4@AToX}*qT
zONnAO5JWI>`K;u56gvo_m1+w?i4Q~Y9o->eIA!Ig+-BTX6Swj+{N9@KG1+V}HtiJ(
zSV~X@!z9|YK2Y{2se)p%kzzJMRgPggLB-R=lm{qjK0zhq2$?Mz(~g3O+SBt0wiHBW
zBK8zSC>FzEh82{X<!Wr>3MQ6nV8I!R8Cg)NA95O6P>O6TA<8Bv+j#aA@VAzY8SdnQ
zJvdvLdmm{a;Pmy9D%Fz1)k{p^H#b(-H#gwhEPf?$=1I>DzzVu1jOzkgv4>3y0BZ%n
zFf}9bnI=4AnL~mYCsOH$kwao0XXTI($yqrh1ael6xfGm9%?N?=5?b=W$H)Q1wIMkc
zhvrzSEDfPCtT8Lt+zSlqELH`ab-Ht&>7FNj@;t8@%A4K`E?2yyDX|1~HoWi#F@bd>
z6Lu@^r`kq6C7Gu~k(~6-ODQ32YEshZ9yBFMS=A7_p9^JD;zzp>Ca=ga*a*l@z|KiO
zJY5%KOj8CzoKCfcNv4@bFp{&RgQ2D`&|k^La7DNho|}$Sv;~WFH3a;(@;01Xh;u2s
z72$O#y%Fc*L?|?ofY(_Rgd1&~Wa1+U`b_+MoQJJfWc{jg`MxEQsaGnCj7*(urUx@2
zzwDE-RGIE(6ELNQQHp5vp!2B%tCU7z5Uf<2un0nfP^04JPu3@Lq{yQ%CeZ`1gK1P6
ziolx0@$_c=P-Y{05}i-n?Gp(({DWSgImFMptAVA5B0pg0A)Y7uUUNbs77uFdUL=O~
zoEp~UIET_V2+Vy%5`@JXjQ0bH5<12hiR)FM$<heAM@S^442>u)`c$_|KI*rV50Wzl
zS%&DDNMtNF5X5W@G;g~J>zb2Y99tpSof`j+@9Z%Q>@W;<j*+9+ihqcUevxxl3>ZMv
zti*DHB3zQyz^>T&gn5B{r6nyaOmjvi41YxK5<wTpzvZ%bJ?sS)?=l(6BN7n|SjiYr
z#Htr2zqRmg(1oYS1<IRO4>U73d)}5W<7Qs;>jM=vyRz}5B1>jtg96d2T<@rS1C22u
z6O!!FkIfo{l^=P5kmQ>4^!xA8E`%p)CCdcNa{;5<j4(Nio2HiEy#p5!VK68jj6E8*
zZGa#+I0cBx)XluelI&J$j=rE5>BR<36d@uCwwl1IW9VvSPUl%u?sXBSp={dJ4PDOT
zakIx!Tw%w_(j|&;1mpreYrg(;M=ge2F3ivlFPH-~k&#i?*IDB+LPt{{8@((j<Pv*q
zSK`jm*RAm*yF1<clQ_S$j*>m4jLi=n;`^oewutXZ4+G>}J$==5z{cZ#hd=@-M2O08
zlmO8?cQ`iq%wT?Gn321FE=u{!@=;v*h~K`?tWex1%tQe42#7^h2e1$4S7y?kVZVP2
z5(Z?#SY#%Gl`tU=*2d`%H#))xW0JIB5mv_`CvXcaY1<f^AOQ?0q7xt%BOv5QtQd6m
zme3D2^ugpQjwN@WDX@ct0ZlQuV#5)GOfAV9+L(f0iMPrCJ0SfBpbG$a;Ip8zUk2F+
zSbzsFsH3ljJUG9&%(6H|wmf74CTt4gDgS9aF3$^SfTh}Uz_n<z9AZ%zBE&^r#wycm
z-6!@$x#fl0%F<HIVZxf0%0Eyf;-MYJP0H*Y&Xm#}oII@QoG%@jmvapH%kq^D2QjSO
zS<Q8~a!BKbx9KppjM5JFu%mg$kqXJg*3L>a5=h8ySjkgw>^1#pFT7V)+PgBmE4xt+
z%mbUyOLXBtI$d0gh|Oel0JSg!<NlmG75<)UaHA);%X+^Cx6bN;pwVo!?+|7!JT)aE
zgYfBB&Y51T5s}}yhuAN|G~6erf4Hau;TCS|?XX8)qW8Ll-q0pTPNn+r8oelJ?p7?$
zz3O@YTy4qs>nrDcpmzj|E3*r=V1EAmykA{D7tCstZL47Xlecsqn+qJaM%c$0`!ck|
z*e}h{&q_u7xxc)0dug#8M)%9{hHAzh((jwOCLzsc)`Po2GwcN2nKc<6<yxa1?1W)6
zn%Q3eFq+x)Yd5xkpc2*Z%=Du!RiSwO%rTmPI~un~RVPfK9~Zv*W7u7H!?5=gG=>tS
zDc>maRDa^iwmrc7VjtqS=7~BZrX1egZN&1H_{L+pHmZ0)$K34KgPFLBAAK-#Z0#?(
zCyw0gMV0+To6>)Ltdia<-)c^m`_s1}6rZ%j1!voD-o^y<N#kmpyg~iuCykx3a|Py1
z&7gZ5)6&%&w`<KX0{(*{a&ZJAh~hRt=S+eQ9VI0rJAHU5-2TDY9jo56Y557N`!>a?
zv<keFSwN^$tP<a!D3R7bTkvYX-EWg4`x*hfxA!bEH*%4=75H~PX~5kWGw~;%1k~61
zNB5H7tL<B4ujC?o^~NWSjr+AgM2);1^}yu~X#aMb;XRAq2P4n}24yFO+|3cl!G}v-
zj$I?eZQ?rsOp3+m&IpvNAbcmNUu{DHB|N&D2RGWAANyU4_V%P`Z|`hcq_;*OEtg^}
zP>`<PWwlgWbgz#~cdOBE4|H-qp-oCxg4@kLAkXpUCTEMhLbe5*huihA4+=Mda~ex<
zl3YGfSOfYwtQL$H;giNC+_2n6G}oP=i<wWj-de1FoU32cX^R{E)n3?Y)F9Uf7WJ#S
zsBhdwTmekM`#_$k-&R6=qkYM*UtYHeuI3^Lc59zBwh!7hnqamO?fXt-5y~e|k`QL`
zpiPUx)f=0B8&?Y5tI^GVyFEAw=9{fFRWaFi`<<R9Y;l=ydWq?UioZ3#BaKIaPbT5!
z?dhcmr`wG^S~1a;YKe@tdiIo(PvnhNcDLD&_JOJ-N!r7cZ=4NsV2+f=0}F2U0=o7I
z)|;?>yV2ea)k>dT;A+tVmx~ryFIwQ%V1aYF-Vz!_F_6g)Sk7G-Q?;Y~Qm*pYdELIc
zJjnX_{H5oX#wxxrKUVRj#ZikB%G2#zj<)CPd0E`m_#)+9tuIpE)%^E!jU8^iX~mR(
z9P;xLQ`wJh`(k0a?bquZDCuQq>Kr3&xRV!H*WpfHT2$}8qw1(%&8QlwSydxBt7;@?
zRgL3FM%75osv5~zRU=tf?dX)YQTHo@Jx<BG@|1L4drG>l{>4H1VV4{37?H56t9GX9
zik+#tT1V>rxL!w}AXQiFPS!QMlXcanjTYBho%^-@J#Oy{gGstlN1CqDk*2GA)}U$D
z1<z`EFvg2U&viw1g096*&{Yg}CT-=oQG?w<sk%CMvaZyftg9YOCVgJObq`9PNY<67
zr0d#K(slLMxDzwA3z+O`IQOnK!*(FP)AU!nv)%SP(SF#oc73u*k#P9G4a6#p&u*iu
zp<2Ess{CmB_U+qszk9FIzAYd@ZtvD_M?vp4nZ3}#SIud!O9thUFsM)058%qxsNHUc
z;hla*WlH_SnwRW*<UxHUmwPU%-Yw6~5nOb&ws`*h;+(1~H9@n&Bo2eb)YM4{N3BwS
zR{cFD0x4`?VqMSF)KI#15gBX?Br4b_cXjPU={U=&Fl9tcp2qUiODh^bUzZ~{3dv;A
zXSmlY8?eMSqR$O&bV|vmHNnfx(2tR-hSGBvd|s1d{T$<C<rv@e!tsb*0~lofZgiH5
zIp6dTs;nl=!JoU}bGpel#VOrqb#4xdsb%BQx*6<k+>c-Oq2rQL@}%YxF;4P#psQG1
zgVZMGr<PJO9(QrQQMt6amY-&NVHvECrUym#;~P*iwi=%l81kVsUef(4E1{b%c<bcn
zKbwG^3esf%J39F!fmbZ<p?>T$5R<H9sJsm$@w!#ThwXmtPBU1CeJ8Xr`5Tgp&X=vq
zuKT@y*Kdx{teli&+|yXbSl67tT|+3?0=N}6;qKgO6q#j)(s;q@wwnZ8n7;{G#qG51
zoo+A&X|woOEUxK-0`JBa;fc2EfK@TU3Wv&Z0c!C&umkhK0t=kGpz)3qx#IheYyw85
zbW@doSltC@*27w#qREQIu0o=}A@Sv-%B6<r{YDhf*B!(XzEhxgMx;ESlc8>SC$OQo
zhDycg#HaJIMP4R7R$%7XF^obsXUA>^-MwHN_Zs;{WJJn2i*0TEz|QTh^^L8GGh|cF
z%TO1WbN9FVe085=yhfxvn;|`FivbS_n&K*}_4;<7Z9j5wG%D$=SHWUw?dIC;kG3zx
za5`hXXW7IT^7qu`Mm22vwOVXsF_f<{sF(9I_QBeEei0vu?n-`Uw!#ht1c7L+g|PC<
z&)C>?oX^kXN4UX*{RdEq%|PZuhjYvt-pXRId(i2HmDP>y{5@8P-kIT*Z^5{uR$zrM
zN-_t(H`f*?+Wwecj>@;MtWLD@m|oVhyB;)q{<hz%@R$5Nj6ybRO4^`U8Q7cQco0?A
z8(|0GTM;{>fJlr%J!@e}p86^<ZfMjBYz;>xy_E6J*et=wqI+OLwGN$7#;YK!vn}@4
zU=FfP;jZ!v*BI2Z=1Ge&_#y^fS}lt09LKDofIxiM41ywWz^J6Nc6wHykrK0j^p8ln
z!1#}_^&f-!T>iK6I*yt+M&=j#k!crb&o}!x*cKD_F{l@KQ?~bm-QA!IwJgrM`TK0l
z8on?8aBhF6+nc`{T?KdpO&LX$SQDrvYlCXNq11)#y%F?=W7m<jy|<X$@e3#pMxvWl
zNK9gtOE@FI0v5)U!TtOaHxk{&3^|j`hy%-wes8s17n(V|3;B5(hx|K3SsUT(S)AzE
z3^q0!QLVDtzmMRV*yrT$mclf@K8%TVY2l3bzrY$e0@b0MZvgL%v?v9p%EC0W)^0H*
zm&rWfMz<bxuZ4R>R=N=>XPx;ZLv#-e``G*<Qk3M-vApKDs&(Ithn7RHH3HSF<Co}*
zP2A=+H|_)2s8(R(Jqp>O++UaG+D44HN%YAe)uDrVJ-A0ODh1x%q9ngIYzDa=t~c&-
z0PY;!P>kTvp@{F`3UtB<RENsZRyW-1`mHUpGs^$EjzTtTEfQ}EtO{0}djSG#=Vzoi
z(X4%gWFy?|!G0&g8`~&w2|p6uEQOR{MtFwh?~X$Bvd%fm%t2lcjIhX!Ogro7oMh^L
z?{Xt(*7JAHsHAhZg}iJ1F1XCk)5x^5u2K^HgcrQ9LB{CBv);!9TOV_Dz#MaLaiUo-
zBRVA9m6kTR_qq~xC-jo1(#_iN8HEa&EET4iwbe727~zaDBIT^N(O?Lt=%Bp^JH-N{
zG%D$wom%MfwlK{~#?ED{|H&uKAgZk1Si3zxJ3n`OzQ9e%XoR!&9L&z8Mz^<L*MWy~
zywM|2&DsGnBWoe>=JHRzMM-9kr5YNcKPbRMVVYT!A@{?2Be>#s3oMPriRO`}^>A;^
z?`?*F3duhxqY=*409<X}DWc9PPBf2PZ}b5(Ft=R5vS9?OZ|9grE;phWO=0LYRY8h*
z<oW~1XpwonFwLxE3co8?g8TAoei0poY@Y7>Mt`rs%u$eH*7X7R#fR<2-hMBF?(@U8
zf49i_d<^QDtF@X{ule-@(#SSo?^~dYMkSqR4%+mgYTN!!-`6N1Io7?=2<MUe%|7Y>
z^2=~xnt3L}>)-6-qO`yO6(^eK-Gh25>iB>?%HJKMkj*?~D8an}bKE_kL=@?ik?7{>
z$(w$)3T&(Vy;7WLo;PkgXxBFZ3c3k*xB|Bbqms@e>D&D}{NeI<OktXNwwgQPy&@u8
zlw_V=#7Fa&x{Z1f!~GGcW=Rz$kS<UwDyvmeT1-e(-9)p-P?u;nVU;x*xp30Vns>Os
z2zEQ8kj+|~G%J8s>34A=uN8Q4M<bji-pmduCJV?&QIdIj@p9Pj(*FyvF$&o{efU8?
zh$2|KREx|aqY=*1`S9Qf@6Arwg!y2B&KZ$%o<9Ak9r@7g7um0kLN-gK3vCvzMWYHl
zGK2eT-7t#o0S+Yp{4z4_tZrqdw!eApYWv$kLFc^@DQB5VNW%*m>!GrJ(5i;bMs4G6
z5mTRW$Y%|D!f3p*`qAb5V>b%ftj<lcvK|mHYJP4;q?{#yNro87Ek8>m)6QRTv)}AB
zI?V!$*T}T9wyVjW+J=QSP}=f$)TpGh4i*+mg<QBsqI)hwLzQIaqpM^nxms{5HWvLX
zn{1blXl1q2!Ko(y5RO+t;nGEo<;SZaOBv+sJ={9w@47Ll7cN@Jt7;7Dh5H+uE7-5(
z@3iqM$g=Kr4k*|oJKg;JjaftC=3Nt)iuw5)uY$soQRs?sEb6ig7;WeIdRU{NbhjH3
z0X`DOrRpQjp+U~GvYu3hlHff=LgUIay`w7dyDIVWH9(fPd)`L(PIzb9qacW7+;s9~
z$(PM!?@U0sniuyFd9PVP{I9c$%1JXDKLZ2`bPK}moZ(dj6Q!vW2(G}NHz-!vg_#*d
zvfS@iiRg?ZCODcAXhfV>{5><YfC@6NN>Rig9ctpMs3x;AijHYi_l@n%9gkpL>)yv`
z%r0P8$q4>}$Gc>WVUHVgoOD`*m=8oK6(^cXM`80WhP9%oeu8f4;@n6X(LX&XUl4gd
z?DsS!B#?y|9=GeB-v=fi>J)IVk~jq}Zp9Up&Ol?*h;|zsza9pV{buOx5JRATR&W3{
zK69{n89RNy>1_tR{jeTQ%bXwyD*&*L2LJ-_?&4e$(huEILJWpxmD)e;ZNh#HX`4IT
zSr}Rtv8gn?s2E%+iPscA&xM>6gB+OnM=_|3I0(a0flt8&5QS2~eO#bAF<k@8Dg`em
z=Gn9`i!&!6gW{&x;5s%e$R!&eXBf1LfjdEA2>@JSV&B-QN#vPH!nuqKp<-i{+%(`%
z?6eU9NQ@yPj1MK~Mi<dj3;84Kl$U|Dk!Am778}IF$U5X2B@>VpIhnK_%yJf+5KcqZ
znae^KNT4ZXb){9#f;`At)~%AZ)mGMl%qkl1aI@TwtU_-8{;WNmMIdp&Q<9uzySiq3
z#^=a<Q@fF8>3tRDgxh-#;^Vn>XASKT|Ld&F6Y0TJL>N*Xu(I@L!yKiuUKPvzEO9Q)
z+GE@020g8_`qV0IU#MgWu2t0Ks$8JG2}k0r3CyZibh&y@3N+N7GP9IfR*gxo*#dRi
zo~;Es*X4WqDEMq<O{Z43#r~987o)<of6#|5>qb%(u?_LFBuEr+dxmArhq74Ge`{z{
z2A!?4_5q>_hg;OpY6d-xhW424tys*BXJ|)Rj!Z*aFzEI(w4-ne`v2K`yBIl+Y)z~v
zk|J3WB}$_H=0}sGxg$ziW_4F}cXc;sq$Sy;DBd9{irpIS-1S{;R#jGaT~=4M>W4qG
zcj0|l7zS+YKCA&>*iT*<u;GXGgJA<}EWGf~+7GtZhHZEO8{P+FZ3BiE27C?JxDSTE
z6A>peA}cd1v$`o(*F?{VRatT3#K{xqL}Z>gKk)#atUW+5cOsG|OM+#OgrJwKZBTSF
zUmdcR7R&KJF2h-?r`^#G_{cqAJSrpWiOd=hoVOz<viNTG)WHo|d<XjEID{;rHabP|
z0$Iy|(INg|ki~hU+k^*xPWmDnR@TOzXg;*8>4ke+4;5KESK`=_ExK^m=vlfj&6Yhk
zYs*Ze**3Qp9^5j97QX9fp0j)j*u``*bRlce<X*7|gRFI#yO^;6nG&1ixSyrzJb>+F
zpXc5u{o!+sW4W#8;a1GUJddNW;R~LJS(fK^))vOhihEh-p~-NE&Js!<BE@+*bCt_*
zFU~WelRm(Cm}j}_=3!pkpEZxv*si#l`%s#zYMx<im(o1EPV)ZD!!^rAGtUBGx>M%S
znwaln*4?v<lkKILbr-sad5WDi_uL`ww3Me$+$SwdlzE&<=dnB^#owf}=7mQxo%XVx
zTo_)M&uu@lJU0ZBe#})d>xq$lpb{OkvZ&;a3C>elHk4^DPFc*ijAw=qQWlwZAIn)N
zi!FAym`hLojxo2JtYyL;(RPi=TE$}hBL9^``GN3h5}n!U@AL76={dpYXuhH=I>g!P
zc5s%eevS?b<j<5q5hV>LTXAeyK^_K_q|_%?Mqg?r)uODas&8~WM9!5JN~xaQ@~e(^
zk$FoeUKf3YH9&QWj*LXpS2&dvhkTPK9->{GxkcyHF~r*_)xd5!(P5S7D4Im?6wG|m
zsOXB0h}3CeItN85&I&DH>}h6lP`2(E2~Z|mzZrEj_oMS8I`ZrwdJxAvil`qLeAI2$
z8CoO`(n_N`MrWKjG_6DjrxE|u@2DlNx<qtDO*PdPO<L4;FWA>1WRZ+eyLopJTk+0G
z=e-sAIWZ_VU%Nhe^W1hFhlt{!SoMykTtjq5PsYFPvV^{^`NsfTzt-mliH+=v5X~9)
zyg@26!4Gbw6YA}2d_EoVi`yaRJ@7{LpTz!~PE&I;nk4T12P+c;%d^^F-KhKuMXp08
z%+og<wI`L+h^9ruCC{4pwX%iuMvq`Ko}fZDtNcd^%Z+Tet<903$=014opxJcjs!`z
zMdBH;RJNdq!)Wv@qA8Abn>-&BR{fzpGxRU&i(h)Dbg}fC(qAlHDRoO5rLRkyr3a<o
zmd=;nD7{%aSE`kMQo2z3Md|I*ozlytAD0@XZ%hATsapE1bh`9G>93WpmB`P;FTGa!
zsPtaxR%uxJdFe7Xl^dnM6(8z3U$d{vY5yT=_Nu{9+il!KoOa8n8s8{#%WL9ciFsEc
zD2sD}t-Y}M2n6uvB^&kC>40)mWwj4c)feq2@xPZfX}bTZ2KKZwXg`g)I!Ry#6oG5V
zHwdy?_Z!d1-HDv?(?>1m0&1e<7ZL_x0ZYg9MpK+)?ghg=f4CQ{Rcq<6XIf!+Fbuy-
zhd9^jpiT+AVlp^(wvGLQipZs-IgR>l*S`?$XCTP@r&)D!f7DIy{W9fGA7xN*=3vmr
z%9X*Dm*Ke3>hGtIadP;qk=}Y?6z(4&+kEJQuaClR2C=7*VRDp?=@d#kh3U<&A|q69
z*p_h#>0sxOu_W{#cfu#>FlWa-xS@mQbP%40w9iwj;S9>BsCrH>Me>ctvTCU84fR~6
zA^V<xXL?>$ByNvUvr*B&TgW?d6;}{nzymErtjr??^*-IQ=vEOq{)Uy?z0T;@(Ie}-
z699L^eW;4+|IS3S`Ly=lMC(@2+>0JE4dl|;j0a{TQ1Ay)cWxdutS8M65+LAkc(1<=
z?>rs8^`m4c3nqb-A!XB6_xa-q6xXrFhTR8!c+N4)f0zJ-<m&V*ZvzHL)Gfg^jw*vs
z@>8|n{0`60s&#SzUF@C*m?RX=Ue^(5xVMk`?F!H2&3=i51)5*Rq$(nieOKp{oxFwH
zqmb?~6}k1m{PqNs=ulquot#hcMgw{5v?4xF%Ei5YuPc&<r7{W+csM08W@2)v`@?YD
z>WfF;fahb9+OHpkJROsA_4SyN{I@&Uy%Z&rv_1%7PZ@R|v(#LiU`SLJaB_rgxOjHA
z_d0DYQVB4~rZC(yUpyx#T-sX{kqIQ|N6<+Q>>#bL>NqJW=2_-sD?(6o81P%seUqQ1
zSvb_3oAf$XrZz-SmP=eRqPROpG8CSBtqMawG3b?VhKXf=yi~BQU20;%_-Q(vU9#uH
zRKWN_WIBb`qG<?B%$+Pcc>6eY&}5&rk5b_+gOU;(bLt;#RkpTn@9a$K3;g(G)3?BZ
zXEX(22qZyZc_VKC)o4gEHQo<U#hBaPG-yPdQ5DJT759*vY>OP?Cfg!^Hbe21yDgDQ
zB(MY+Jho1~uZfN4A@;HRA>5rc{l?O6!OJyTF~E=k3kW8U23AP6;ru+}g$0HeOe7wG
zE4Y~xGHu{Asj@KM>*G=pXUMz-qnAx4&k#`y&|K5fs1hp>^Vm>rt_O*v2oQ?B{Se;w
ziZ0_RD1w4bUQd-lxZ!$IF}^EI#zM>IY32c{v3EwzsO-e#8u!HQlZTy#WHC_eq%r}`
z<Pn>3(~QPG>`EBtKBd-(wx@*Kv5uD#=-9za2CbW89X_5gOza5BkOn@?5HfE*Y8pc^
zjCi2E71GnJnjK@uV4&+kizG~kjT(CvgWQPrEMt1P)jWnt!2bn;LiT<g=;r~0>x=;h
zGv7wWI75L=fVf4@;F<|$SltphLL-s=Y^XQk1d0jBG?E#UY>uQYWrm6w?I;Llr7TF`
zoav02z!r5Pq^2%mUf?jndXqroPS8M#N7Xy2ohop0djivw_N|1QFrR1=ZbCHQ<Z=vF
ze-theW}M2`Y=`|>v?xzI*D~hKBGfp>GUg=)^0d>}oHHI*Y^c~Fm7#++oKbwm*i>v7
z>q<?Dfp7~C&1A-x>>!so1*1QH2h54Ev57y+ocNai1Y4Cq7!CUeqv2=%uj;G(^6}g(
zjjt&}a#<SlTMCcP`uDwA^rl$srkmRukJIf^r$>0c$gualD%$<seiykN)6u*l!S=>5
z+oVHXkWk-IwWMaY?O4se{&)?RBOKKAWIhvGFm3bLMXQ}wuw!N@(|5{Weg_sCNQ(Hg
z7Mtg`qVQ<>7Yhn_PM2n$DE=f1EwW&c?BOR{JkLjMPA=V<8jFnh<SjS9TuwiPDJHpR
zA)Q~sv3^o+U*Q%fwN7d+sV%;mPM2D109^3F63M4HJiu@Ex=QjXTIN_jY3&y@n&)Eo
z)V;o|&&32t{9x>zsAEOmr}$TO{-M#z#*>(D{d)-@rYY$C#CF3L^g#l^q%kOol9)9p
zX(Y?>+)EfKDN}S3MU!@=A0%M24NFPmCAl*v5pLO+l5Rd`JNk)1jS)DHuRADa`iKnx
zAEtm!M&|!08PYm-NEtMK?vMf&KX@?Nz!nzkoYW+V0pcFT=G<wR3D;gzXc@{ha3zft
z_mWN;Y0@j&ymuZ6mZ!McC~3gBEB7bHjHHD143RlHa{KydS_dm`YAUp4fB)Gu+)-TA
zRM6-+W-1L}U6jY_(li<XZKRc&irk88no4yP$MjQ!4$F*>=x=L6QUT*Zj^@f?VZ^zG
zd18@@FdoEc>b->!=f!r=qPeVDkUB`wlvT^(Wf<j5vA1C?UviUv8!Tp)O9zbkikqCX
zG1|W2KQ`tp1{e8)|2!24_Re^YL38<%r|=>}O%!%%^27j$pKh9WV1U6)Y!^0487~q`
z6H)8{)Ji#G%0>(>mSV)zi5O)3E=>N$KqGZGSF{*V^6{&w@v#opB&x@kw~hImNC}eA
z7@c?~G)70BCg(+9b3AH%0wAv6=Kdovh$F_xVaQZ5(Vh_gK7k_^Ty8$u2^>}lOY@OJ
zv`(J!nJa++nFtd%Cs{%ygoT@|6hNlygo#1s2}!8#Y!V`Y;?ia=59&Onk{Fs}>L3Fq
zgyNWjJ|)4*?-?>S?KDG)CEh#u#Y6w1zATR0FdH2#)7y)%^RtU;0qe(9SK1tIveREi
zbNI1lSqG;X)|JJ)K|XQmHpVGFtSp}_uRq4Crarw}x&@>C7jPIJE`3@d1HOXRAx7Mr
zKeZ3)?R(oh*Y4a=zn^<>^V*HOH!J&$;M~?%_kZ)?_N_13Tc*7A<+XdaZf*nQB-;hv
z+LNB=73IcT=?^&h<Y|#(k!j}9GdeKHi6#EVpITGdef(-WTv@5EE!XPH^^N6PI}DoD
zwQ#Mv+S+VvhQY>4I}A4(^>#aKuUA)A)>hXygIZYMXl<+pt!BN!HH5EL!(g)!tkjxo
zwR)@CY;IPA1`st`EA`c|xfX7Q8_h<2y^8*;>(!0*TDu<B>h0wqTwh;lt#TyI)#YHV
zxgG+h*{U|GYwhJ~d#$}z4OUiyRx4N!>uYO`=5l+vv0SgNHG*IxtgTnut4+{W4Qo~A
z`PH>5y4I_W&E@)Xwc1##HS2ZUz<Rw=4Z=-)t}nNO`sPZlR;{iCwbgpCyxHDZUT@Yx
z*=DV(ICixWuCJ}Ft+ZE~>y4n=YJ|1TjaINxZC63x@>+AVwX)f2ZG^2_y;^T>Hd?KA
zb*;A63^tm}E8*$}<3W44T5qp3>MPYC2&=0rD~%1%u^H5x^^HbrwYnZQ*1);d<&E}o
zeRZYPY%Z^_udTPkX1G>k{+whns4RU0N7vy}H|#G}nn5GzE^+L_Qo1NjrX(f$yg&OZ
zfBm2R-@o}!gTMWM{q`S!`cMAdzxr?d>yQ7zr|-R9`A@#Na_>+6?-T!{x`~vJmvjQr
z+9Xj!c<6^qyL(N4vr=8IRQ(z_$fQ<U4TW=FaGX5My|6CdHQ4YFUfW9#!XZlIHusjU
z-MDstXK4q{TK&NTsy4RNf*Y;hL&>Jmvu?<IX*CRvDGoWx3h+#6N#pSrX@>u6Xo^S_
zTdUN{Ws1!6)ZY~kXI5p^E`Gb>RjZZtGD<gwyYQH&->!H^nxwV7{jAqN7<PsdH^SbI
zD5-7vMmTH^I>IpuL?3x>Tfv{`pWLZ#%jK>9!LtF$d(``iXQnAOk{y@tAl9!p)Ket6
zbbb4Vzv6Fo1B7WYgiql;3M0_n-nw~j`(}B2#JP9%V1gGq{c-u)7`b)_x>XKfQd9o2
zzmK?~T}Cb;rlvYBUmx%KgYW?F(qe9Nc2gOW%Xbk#C4;CmX*QD*Qa)qIPPgTgACA#!
zyMvgZuuQ>@zIdWB+p->c$|6*eBF&?IS3LE6bJ^2RHkUp9OoOlbX{KDJrzwQdksB<J
zdBwZ+<<@7P$>qOXZg+!SZ!*z#+4EYF^j`5qez*|Xm7ylG%b4QSxTlBw+@ec6Kv4@C
z3QCIjmk>Yh2fZ;eD$5^t2IH_?9->B3GZb?(>`=^@w-*L2z<S;Yth*wBJrC)o#c$m{
zXO<SfP0dkVE+bR+e!u6*4}XZDFc3Q=WUWw;=%W(Q?ieC<g;PsYc5ecpy|FKJRtn7(
zPlP5?Q$tK{E2QcQ)Of{fAaKw7{4;O0Qr)c7ypKNee(9|dXdii~2R;J4q$BX~3f7d~
z?)_i{<7`h50-)I6*8Tg`b@C6MBSVCHK^!S)J*78ES5~vUZ;Fx;exqqvpq7urYrSVs
z?O`SijYo1$9)iha-w?Qjt*t-E0)b06K$}@0c=@Gp>?wm`lJVY6TLp4^C!;f7xY=P^
z3Rg1t7v1n_2X{zO_L$8Sqzt7^vMI>MJyFjn=-v=AgqNpOI&WROv6C{IU>AaUkW4^X
zWdx^j^U1^B#_H2)BDf=<%;_mG%9srKNP!^PnkGFmMu|>Ml1CBdR6&ODR3s5gn<siI
z!0TVwZQUQIDa^fa7s(hNhj$RLH^6F>JSaJ%BZXuuYzgzuG$2G4p$gWGzFc}Hlrh4l
zEIi5h?#tIlu%33GG#C)w4ZB1ZB~wU)5^KgS)OJl%eHP@f6|EF0V*+&8`Fh+RrSbhi
z(0f#)*-1e_?f0_U1^XUi7u-rGc)N-8{w=}+r*7ot$4h?l&Ew&r*9y9*&6zFY<Pc90
ztY6BY+hk<IG`Ou?@KQiP63(rlE;7qUI@A}zeg_#%Qs|~zlet1rCLkHfH;4voA|MYp
zKV{kYHKKR*&OyjJZI7NPKE_r>o6lxtqf-4ujWW6M5G~glw1J4lXIM@^0R(s%WE|EO
zNc&$b8o!JuzQ!OJJOd^W0tt`Q<jTaROF(V$(D3o(bA}ueJD*R-LD=Uo+>IMwZSCCL
z-XTJ#ZP$}qaunK6_Zj=U?1`ZM<Q59&kHLexct@#-Ej`wB*^46a6Y<frffdxB2sIIe
zpA4nr`4gL!Nin&N<MI<*IU+x?QN-fMZW|m~uGA|Vi5(D}pZL2B%TH+%0r`n-(l<D<
z2|@UYzsJMxQ-Gc(t?rjS3b{}20a7^FJ_SI9*(bJ+Re(Jj@fO&p%oh7phy>+L@Mw((
zsR}Hgi9NZIODSXnsR|+4KsWI+5GFm3UDl*j#EDTh8XSM)Q8szkH89cUmW}9c@T`%{
zb$#;>#A+NQ3zvq%2~ze*6d{`pA@}rb7_p6HgUEs<*)Y0#NiHy5$|Mgo0?kpc7^`U>
zV0F@&2ULY#<^i=ck>}}gk6ufHZXwz^&M*)D=m;_oG#+zyrwFB-Kv6#>55^>?nkoHg
z(a8aly*BilV^L;`<bjr%%FU+%nIndkBu}p7;qu`y+`JBfM*4sq0)ciAI|L40r{yp>
zIP|?Jj+pO(bf-8Z685z?BpQ7*en>p<(l{iBm<z`tv045dg>mU<_ZfS_Gi1h|vQo^9
zo#As*wC9bmI|>lVTj4K75g6u|VdX}re}Hncu+60`wdw0l%u}N%8M3?S4Kf>stv-B>
zk;&s)uLTPg9ud<XtkUnq-YF@KW2c$2>gPvdRHP|-V=;QP3+y5BShZ>niAxr)IV2Jx
z0*Ayg^HvjMvdTDkNNRMkn?vHUD&HIy7YeV|ZVzuGl^#8Sq&>ptmTWwr_j|ij9ujk7
zLxG&4_a~gpjA}VE_17MIGxd(u(U}d0DylP6XQRT-O#MxN!<i5mwRdLfuU#r<>MdOz
zXX_e18NnP^czqXA7rnvE*xxALGZXcZi{@<IP5;fAFl4-Xr|Z1sXFjv$*;tgLe9@b*
zkZ3RZLt%+r><@+J*LRC{H@wI3hVo^9kYa5}pBMuJ{MZjM{>*PB1_jtyln4AF2!VTi
z(cVdBfr<>BITBQ}Jx?Z51vVcENi)3sCDH>6B*Jx$ge0J%Se_%nB?Enq1l0`k#DSDX
zX``Z~Fba;voVC9Q)SSIDMRCsBTa`naxqE*X4rh1!<lGcH|G*`z+Zl_RDqwR%7D}46
zJ4c_++Mh}&&DvLnwa(gG7gw4U0aaR>wQs!a(yVx_z};Dq7*V}5qZkib#Z3yVz`9h^
zti!8_<5|0Z1(V3`7)SUs&!?*BG%EpCJoL;+kk9tfc-G#c@YAfFISjjKe~txKC81{S
zF7imv+FM5$&x%0DM9+%A2$-G~#mwd}o&tK|C@lWmS)8$|6o50|K@^`}6ootu9may)
zX2oJg!WG3KjjJ-*eT7Tm+<aWzoMajLDWte4B{l*XZ+ti$9E^N8EF7tPI4mlR`H)E9
z5Og>UW&kuWNuMV6m>|DfedaIAM<tJ@{3<F|iK!`|h>p?qrgDJ7-%b>t$^l9w=Kv!&
z%N$_Bgq8y?Dp-{RnB#<VfQoumdEsP=<2=yM_8WaT-%SIRMXT^?i<)8iU};4qceVJR
z;i*C{zJq?ZLjH0oE4G#>1uC-NOv9=xVdVytiP5vcr42S4MpeJc1q6@2yl}O=fTHHs
zbl@CZgrSDqzg0D^Y?KU(Y{2;dbynb<;Hqd>K4{7%oEtLP&rmORd}pGzS3abw&{sZS
zRrM<$u*hzl5A+XKvf*@5FIgNcFR)c9EN7=2vL;hnaSgF-yb@MK=`=^v)*=a<dDh1Z
zj06>>#_|v_Re2>o<V2E1$nxM670F}-kuOqzc`7;^o#Rfw*pVkgZQ`!G08;MRD%6Hf
zLag=piico}Q4`CbKOD6>eZN|vkQ~b$nL5Bncrv3e01G<<Px0Vwz7Vh5G$&fTOrtPW
z;?z;lq{T^b0e@D?j+@@1^5SLyh>W-y?NKgV0PPKZ71)J36Nrzx!V)9I2LSsBVe)01
zr65oPApIShCm-{q*ebcx$>kF1(Rl;nC7AL-%X&=tVAG!^CWug#nx^2DHhNXIDJLw~
zaLNk~r(Z7URG^Ej?v%5GsJM|2)~x%Kw+9!2$_KA1LgfP%<)LzdK5d3FQXwBad}c)s
z7b+Z;uZOH6l@At<5aH9Dpt8PHKH!X}%SgtR*rs}TPe6*77A`}Tj}TpxDj&E!(4+D&
zIpNJ}Rr$JnjnY*)A)`80`8w#LR{6lw{M{$`Zj`&qiTOKS`zmJ#QMEEBY|0_&1ld#~
zD<8^qzkms(qL#!Ith$oc6u8_D)CLvt8e92?$aXeM96~3-oH9y&kK<^VSRYlFtJpx9
zUdgFLWgqvacO#dlY3oAluF{UGQwPc8mYmwzvMo;IB-i!I3#aOT<p9T)MXp9UAZ2B+
z9Dr0NY#La$7q!7O37F<IJpq{J<{Sa4xE5VnYzn287tchUu_B!_oHHWotl<zREGm!{
z83nJWMme$~Ju?h<DfEd#WkrUFVwa2b5+%%vbPzklH09@TBD1*Jv_W8&YIpljh83I?
zO<i3K4?eT(*_1K(I5*v&BASc{Hr0J%64*$Hos*PI_k_s-rk#XO_Q*PUo`mL#YB{Nw
z>92DF8@1MQ_Q*W7jfm$%KCuYod8gzKMoG3Q6mbt-pDiam6>G~0ntr}Hd8fLJTTa|K
z{-m021)#G{xsw#p2&op@WN=mbtpHK!meS-AQp}}^z&h1;PI}U#9wyPN<KLW^;j1=n
zePwZ!RpoNx&9!nf<|0o}x(}7p%}I=^L^l=MC`&g5w%EybG)dN-rXFOc!i(y4Q%JLi
z$ULS_8;9~(7aGMHb4t(2ig$5yHIDSS<d(n{w_7Kft*7UlNHR3D1$L?pG{p)UQA(_o
z_E0++mbC9C7|2DEugF9X-$X+3obUHwAksEm7Ww*!wEQ>D*}c#SmR&{eVeVMe{yDPy
z6^JHJ64VWg*8KM>Ck_7!Q@0@0yi?sQAd==*+YX6W;sO-p5##vj%e2FnoM$ijk6yBJ
zl4NEbF*$8Ah#YU9!x@N3VJxOKKA6e|k~rI9Dl*SC1jN*X4FQ#XvJnks*3e0$*Z}1h
zflMdv1o-rqj6~qnw~PenX|EXxT{7P@65umjmlL3;d-*1Gn)WV}&?W0-CINi9*J@Iy
zbT8Ee=*(9X13tHfGo{b8ln}|?GEzV!cgQx4Cils<jT(LUIZ;*%nx=OQo$WZ9fF4f(
z&G7(1NX=x+TSAxgcdrECY;W3x4%5766S_?GS54@X?Ivt=NQnVbMR2CgOJeVgIIC#`
zXPEA$bxn(-n$|DP7(J~YW+g37Do5AUxTtA;Gvc78bxn(VGWuCo(X0e|m(5BwR<G<>
z(6q5&O%-V=rwN=jRCcUq+E6&n%u3{x)-5HL(*U>LvQl3jQ#)jMJ*W1`e0@yqmFd--
z+AGV8IlWWbt7>YGn3uBs_()HyMo&y-znz`(D;YZbuq(OGlvvi3PASK-26XIjEF&>d
zdZ)}Izw~ao*$|^K$C?@Ik>><2olZ-$rY#Xs)u^11X=h$0J@Rxc?a<4B6gdU5Ga<yG
zbFY{Jccwde9QD+k5b+LNkZKz11SuIQ8{&A4Gn!nerzAy)qu-vI1R>rd-MPVl%$d+=
zqDOAMDi8}~48pyp#{L+63Z;lL`lVY^PsmcdCr)s+mZ)+H*9bWYCsXz7`$oBt3Vt3R
zEaAwNDu5_}GvttZ@QCXHElt7$U`Zy}=dJ{=O0GnM&-iWA98lJpNiORGqohyOGyJg8
zTwPyZ<tjR#&5VF<M^SwUB*-fpyY)Ypm!hcak&J&W@3<4JTmmKG(~xC?@8{;B5H59k
z&F;7rDr|p#c4R}OI%PCW+twk`Eg^lg!gXj=C<>uaeR%{_E$xl=yUz*VA>=F^34YnD
z4qv@=;uW5lQ<ZLimw!JM{eHqf@s<t4HO}}~`aD@GohqG=RTeh^(!Z;PQ2@NFz{*hq
zZNhy4Yv)T$TdDN^*Ud*;d(B6Ftx{d9Pywm>@^Z7WvBGOh>9okOP1Vm|E}b=N5xyxJ
z{N>78WxcZO*Or&LiWd4%?rj?GBzno!T9ES={f@Dag4?g5=2#f6a7nR}D7jZEoi4qN
z4#v{{W&?3y{%WPR4EmP+jbMYTqLtpDCMzemtjK=S?EgVyC_#p!L2s905HS3*AGBB3
z8tdzu%*}EXJU|qS35fXgUet;^u7X=Y(L#+g-8~8}pzdes_o(|@Q7gJ*0Y_Kv`Nl-b
zaO(MLY1h1o4+YTPaL*s^tyOD8LlrsR=|<|c&GyR52CH)EjIz`dD_#aBgOwLm6PQ4g
zz3i{AM*Ysg%OA<~QN4wFo+_Oyor-SY9o>k&D@ahk;;*#U^xf+chjLJh|8Mi@fEbl1
zUau`{wx7njd;JT#<1-l1WLX!#<35p_+^;v+gOy-~tG$&@BBp|*>lBp}i->#;KSQ`y
zNQ#>qdbxc0K*Y%qX>?y_q7HA#77#`^Rrjf698U|EWTb9qN*7HwzO9Zl(63H~VwU~Q
zdZ4#JRjE-j(W39IL9ewh_*eCpgGOyFSka<<5*g6xUe4mSPDd18#Lpx#5ZP59T^cK^
zE1Gu~;@Q!OC+`A@G36h`VMzNh2_Sm4-PXgOqG~AAT~vyT#($lDr^Nw04XfcQb4OHy
zq+2|XKE@PWphFhoCr0sG)kr^H9f^FJGUS_joS~tjf!;UU#kA9q)mD3rhdhUjPNDx8
z#S^Ie%jj;5dvP@IA3s6AHS}6rU0&O)Zt5lM>{#V%mvi}=)v<Tb9m$DY!P>Hl@`Y_Z
zmAr=LSSFduj8&0AvKB#x$yoFlB<H%u;8RyH2FzNk7^c8-#9cDi9tN7S%rIE?lEP4L
zWvn0!ld@!RbJhaEFxjgCLuKhc!(=Ku1Lag`22WF9ZckNM2AHmx44J8e8YoNO7%1hF
z)p6=WOS%$f=w7<Y<<qoj3YMW)`PC^)i?Wp`Q)e<%C0Ro<6eCj~GSnbT`tu2Wima!J
z_*BWx66lLba*QoW{JlGD_D1a{wj+8}TK1cpDEAv|@+04rW-a}^JC=v2D~7b%?G7ID
zPKZY{Zo=j({yr2z<=3B$LTRF@T&LQ0;h?f@bXBl9htH4lbs5n<^GGTEe=5-K-~ps^
zC;08NBe<mk7$vWm&98M(9c3340Eh6^>GG2$x9aDRG_cc(^GOqVg5Lod+Zk19Q}yAG
zpW%ekdmQw<8=XIT<o)t-rG?K5UVyIdA`Z7(LBRIs3ieeKl>4hsdU7h^N&5_a%CG0}
z&ZWM-LN6}#YZ><h*^*yR(v!LTdOG@g1~}BO8bi7C3O$zz1oQ^Qe;-qE&!JuD5v1dG
z=q{E_`Q|R-6NZ3%{Zx@p)tTOd^)vA0yf`YTPic(qBeK7NBo!V?jt)>^7!uI(#zU%-
z8PV(Y`XiAETXsDCNNP=_bsu_oS$Nz*@l6!l3_WCz0!~pC)4LQwU8;D|g#sF)wpCaT
z28|9LjZsn)L^L~8XV(MQydla_hhEsmnm}tq#oO5npHYuVa?8I|rB%aT<w@sJ2c_CN
z0Tn=BqN}B7;BWb6l5X(xN*P0lLS>;YKmvZ?#sXvu(3E&ro8FZx-X-!KfW}<9D##5)
zX-&VnjFbQeDF4<Qm9K^jcj;=yyJn3kxrD-fU_8K4opaPD{*^Dmw@TGqyrlSa#k+c`
zJ?QWAfL_!4)WblR{?cE%<b_u&s7Q?Rc<3FBJj@=r_9VOnKFO(sLJ_H#XaGIYVyc)>
zx<FM>IdelyNZ7kH@<xMkm-sy~I~DJ?N2>+q2q>GVhk!b_Kq2S6-?ng<0irpDZeV45
zjJi2Ai`@{$4Ny;9r$~D*hzi+xz+;M!hbVlYYS3LlO0iOi5re^QI3n1C02P{1PcngC
zzA?)9K(bA&#FTmP1RIR0+N>v&00;^5f);dkggUFkGG%a4OuWPeoi2H8RQ?rJWl0o?
z=U2+*Pcgf3YWI<uDH317Dp3^`g^ns7qtmqYLeL>@5T#(Lcq+iOHeUMqCGW{zr@80t
z(T#)YD84urQyzMkcAKqB!~$Z-B}^hJOTxx+iKMc8sTKC<uEj54^`{eL4uf{+1-oGX
zaHOfBWEI}t81u?9GOSPyYg~#_JXgwBt6_DS|Ad(HEkPfibh=#+Mv<;JKJZX6Qt2{j
zb#o95_q=B)r(4Fdv5Wei*23@v)y|=ALmC&Rny>}te*XFA5SF0jeQ1vPAq^U7b{Xa>
zgCa2{-C-XYCBPNAl#GW|kQs~ugE6yIV0Tg_hai69-of(nRVl?N_;hJ_)%&>Hd4x*5
zLa{#az?iF-D8fq|Ae!wr`eT$!#PkfjOS18kvfxh8eG)tyk~}w1kprbZQJhcEI+7wy
zsYWVltv*GM33}m|U&>EWjQFuwExDzJ{gt;^+S<h5p`URIKT*)mqz0dt52okjaL`mV
z@y`7wYD-tt!ius~`v(E<kf%j1kN7R<O*h_fvh+@Aqx3NT^K-uDX+AAVKC8jrMfvO=
z3cCzYwU5->m+sd?)%-*M;eKaGtEFtkn(`>@cB#N0KldG$>as#0EZ%3%fZ3<TgA|G7
zX&CVECw{wN48)UEdKpJ{cpRW!C&Y8y3G_OF2e#->!x}bi3I7UuoD}ddg6Y2qJ~C5F
z_%p!#l7Pn(p#IbFY-%Rpmq7aI5)ni8(&$eEp9LrPs61*e=r?H(r6+D2rJ$zlXm5Wg
z`_cOkkt7V2dKf**xr0Gxze81o<sHz2tmKeBo<S!KK4C(oUMEYht6nEd@9QCqUcy@X
zvZRNs(DJUugS_l7@PkM?0EzzesL@Z!-xv@tw8N1<G+(S<ifBjQGXwyqbncLh?)(3h
z=>emLykbmHk-At+KtAUmm|AO@IP91#ZpQhW60Jxicwl+<B{bR`RyQl1PX{m*Jp(8b
zq%5F)Jd!l`!sa6Y+0v%zIV}=ViFT+wpyZ!!e?_$WBHNT0DslC=Afck1Q&T~QCT-#c
zRkKTvEp$_0(rx&no6R5TJ2zZtz*8HiYw5anRzS?LvYi$L#&3|X=T6&B`d{e-V<vLO
zPu3{0p{CFMxh6J}aDZ260YerI{$nvH877)^MBIx%Pw=xSqd6zv`>=O02!EagR`K`N
zo-8R}Q4bjOLav%li}!WLrG6}BbYPGZOZ<&L^{n&FUTudfE7i5-T79{`v0Q71L9@CR
zu2olCFj0oV#!5R3HyZVJJ8Z94S60?m*EfS&Sl?)EtOl)Sy}>7jc*6-c8^KDgxmK&U
zs?FwRHD~})qqS0B4V!D>X1LL8)Yq%%zq(%CSg*C~VXfX?4#M^ImDVax{nh1Qt+^fo
zrrD}Cs%!1#YJ07{Rt?}C&}s$iVSR0_(OhmXH<s(wwMGzZgthf*d$kGLs$s3lHr1<Z
zRdlUa8=K4Z<!ZIDR%_PlxPkS014nwB_*}<neSLGKR;yN5g4$|5Sl(=JEU!1~plq|o
zhlN)g;riOz+Ddz+x!wq>twvbe+-L<G)piy1Ew42<TPvHb)<)Q>)vNX9W~0?=SJ!H5
z&0wRsyb`YR8TD1PhpYAWN~69~4T7+`y0SvY%V0;nS>I^1R;%k_V-1{JUEXLf*H>3s
z&F1p@`r3LsY=&z!=FdqMgUX~|4NO3f=v90vU6c%QrnQbv^`jRM@2!7l>+k)W|JFzU
z=)1r1;D7z_fBDzmJKf&?r~meU{-6C9|6t`8|JzRo@BLRSMaiGh6IgAMwqy@BMRBFo
zP$=gG2OWINzZvd@yWTa}@DQ)+OAlZ;3I@%+rE52?-QQW-LE4u7;6Z11Z?x1x9c{lC
zK0!jqZn&iQ(rS=fqU~4cC@a7-r7Umwy<i^(2>UPE+sl-E7~6map$=;d(?Qf+E5mWA
ze=zI}qu)HQkb$@i6EOB4k!$b@JduyuQ0yfcBMX~~J@2TD#U5FtkI-D~c{3S|Jy@2C
zn~XiLf+;#uyD`nrQCg0XO<=0+Sl$NB!%-QKlch}A#tWN}ks~&*5n0~Kky?^HGIbuA
zEg6DlTa%gMxaE6BlQQJrH1N)5RQBjJDvw!N5}(hu?0GTkGT-^NBQ-ID0Y_$J_M{O$
zmzlX--s|s&2YApj*Z#bRisi<57q;jFM59G}N8ZlrRI`i{3V3v|#`mso-&o-WpIj`N
zI(2+p4#uOs{(yg#TcLR{T&6W)g#SVV$OK3^WG*)YSmxj+YN93^JZ=>}2R_;6qo!?f
zV2(bGpzGV)?&qJu#c#Qc^Zh}<nWpJRz$g9sR3-xw47GIZK)WXF(cWjDZNTqR<RARw
zKNeRTl~s!EQCC&?OX^E_XI4ak1JSq%KgtcGZPmJ}SL#NaiBtxE7>(osTrR8h*fhPv
z4tdUcdpL;!Si}RIDdW1^2h+p@N8YKY!{~Ck-3@ldX=3Di0Bq)yg!c{3Cg~K1?WNK~
z0VjUq-2gv>e>fe&!45<0?jHyw?O@y;$(i~h=%O?p#Hm3?&1j{AEu18h)q6}cf}cED
zr6tqHBm&#khLq^HELV;)z^sJfa>&W^2Z2r;K15w0LNX(wBJ?^AUGE1Yyz8q{WjFBF
z|2QNe-GOwH5n7<xp%YFVs*U!Z5i)xA?u!RBR#kCsfEFu%jHC=d;(S)BRrK%YpRHEb
z<mE>ndB23$x~#5o*^_4b2$H^i{@F78gX)!K&m-vN%BCO-z;NWj&O~Q$`j3Di+8dRc
z0<Nwo=*ViXfdy(Hu2dPd5PJl%Di`nw65mJ@SMfhZ2i%$!W;WTI(5b*IUy;RLVx|Xc
zMFtdJVb*4P12x?t>8oZ3RtIXvF=Yt18!S7%GM3P<pMM4&1kC^^=E31uECK@h>4+fA
zKcbpk!}Tq$i1mVy=>8-F9q0+h`WUi+5kSo+f&^Ot<kZt#SJ$YM=tjEwG4nubq3jzM
zA1ER!U3FT%TokFFKSU)5%=QpMKnO!p#~JXNPD+w6jVXZ&2~EoZ#xigGmm89DsgQ<t
zd6YeoCgMwZDi-f(aLo5<S%QYp{SEN|3U7%9RE-`I4?4g>o-E=t89MH7&`v-%jBdsf
z*$o<|eT?3Y#ee=1&hdA{ZwKLbV<^gSX{EL)6Vh5boO06VWgPL*9oZRzXobYdD1Oh*
z!6ddSe>jGT5%OxC+n{f>BhX#aUqX7Qq@f8F`qO6ZTd$wgAoCGr(>2q&h7n2c<f6qF
zdQnn8M3F@VO@B%!dCfE4xTzJ{#k2vRuIZ2TQfoPtw~#-pf8|<(RZNX&oGWMuEQwZY
zbe=%i<E<tI)XJn%oI|-REa;TlAFc=XaR7#xc?tzCAefv((K7QSenrIFE0f@a+?vGK
z%Wx@CHgCaf1W2ggjk!@4!9|Iu%^zl&>7|=LCNdd~5nFp`R8g2Ln__2(usuR5ZW)%&
zN@mD%3U895ZGUwHXk#(A`2%=UC{2pIy?t0Z1yUpa_J|NhQMmVxj6yRO_xWHwv|Jvm
zxLkJBnIYU&xdG5Y&N(>z=%b-h=`FcYBj8{IPtXVtZAFpnhHn7%{Qd%4**l2b2#N%v
zYDb}jj_)7@w$Vkro{V3utu{7s{uc16nBX-eofzQZ&If6w(hqy1T{sr);=ONw2wcmE
zt*kf0&E-b0&X^)UBI;QtPlyP?I|qaP(PMBMb^(NUR9iR{Y(>G86HZ0nUtA_jS1CQ3
ziSIB|Xc%Z(P!q$IGNPL_Ojhuc2AVR%43}pP8FtEaF<8DJBZe-eL>uY$lrKC(=@XQp
z%+sbLV-~WQpUv|etj^|eKE}rR$?Ep*5D~ijPoZrTq+RtlR+^jjx{fTK(yV8J(VYdl
z&S<~$l=Pb7!TI!-Ki}DY29w!-<pCVB`}>t`0>4Y(>M!Sj*=XKN9%O}&{Y#~s!%Rmc
z$>!UCoeW%Xa3$Mb=V>@lH^t3*l}v>@uX-f#k&t|)nl+-7aHbEx>V~`CEgXr#2Iu{<
zkE_bAyt<00luEn9(M*hxKc_`7sbHpD5llMT$%<f-?nGr7+s?zrK7GSVu{Ul|_!ZnR
zgsU*zRhL-EGUAdx&4(ctm2~k7yd--<C`V++^zJ{ncT3WC>c)MF98sp3_|Yp2z%0tj
zfZTvveWzD0-x@#j?jX)!6e8y2viJLg3aTjg$GhI0Ft{vEkhk^*a96-df%hc>9lHH~
ztKy;P=W3-as1Y|SsW}h@*koE~6))lKhB#uN5DP>}-0pezDb+YakYMd9gDA3H6E5%C
z)?GA{%~sfkg08pKCqHexh$Akc=Y7@qBg8y-UkxbUDQuO2hfcCY(2CTip?3#{-!Zww
zcprI428weNfote}{MA?Yx9=bfrMmhFf{nKBUM?fynD-laX<YX1{pPaw&Gxm+-s;+l
zzq($lcsIVfeMN>%QP5he-x1+bu)bESt7}WOI$Vr4S1R&z?Q<EUa}XRLAV%8e8zL$S
z?j4Blz)=agFMCVO{v{D4BSl1TZK<5eHn0exONj7+WdpXQHU!{`x9QbaVV)V`RGF}c
zqfT=PhF9Ehx7-II>b{922{`0=2wRABF^HkiA()aN48j@*d$>nASX;pWp+6MdhM5Oe
z0ptnu7T9^C0~6o?0j463W(WPhS*}tz39yM1pD0AE-$S6347Q@VMt~4(cb^EkBJvMl
zk4KQ54DJb9FzCU&C^+<Ci1VUnt>D>*6x9Ud(YU!s!7q1F#x?Y|f<d<*u@_-6h@X*y
z*ZD2PqXlC>=%+{_XaxdS_8>}#b)iTiNhFMsh-CsZAe0D@!d;HL!Qiq7s=obpxYr+d
zTNK`>qpB#hN#<&S+#Mj`h~id;A+r2-V74-%vxeV(dl{yrW&pAyt^*XtN(l2%L}ZzY
z0&_6TnB*V;KJ+QluhnS^(I|gRJi|&&M*;0|PsF}SNQ8%Vz*!iR5v>!pq^6458#gh?
z5C<M!e>_4Y)UZ4pQ=lMWN34)O^%lBE7Hg;+qL47x;V10L_?lFy%ZSCIZID+#Eb)4)
z$hTqU-JpP1W9HG+C;$GIe`EXpo!dKiZ~ujFZ{NGU^X=AW?6w!{k^7QSpWRmTIHf1U
zzuAQD4SkyQ5Eh5dsM1X7$y_p`YsxSu`(y^!(KHNnfsUvu*MZuOw)tW5;{rl+tdLbf
zg7Kb`Lels2GxO?5-RhZBGIj=6r?E}T5DyhPqwbDJ*ZGiSxW<$qm1(RId7S`sR)zXe
z)R65Y|H@4n1UQ^$PjOoCIpAsHmKR%q*jN1Ym&olpl0rdYPBMmv=a-nGC1{FUxqcFc
zH0nNrtM-+_=-0#}6P9(KXTlbuv$Ufg8wp~aeEBX`!mqc~eU`yr+U&788h0-FlFFDk
z<a54eI*xRS;^?=dlQ0T;mYzBy2<`+0+Nr3v#K@Z0_Jh%$uOAmk$jSFx2C7l-=#M#2
z$|1$Ck+Ax0JamT?i7e3~piq&*mJLF#(O$Is$e17|2q8RB#}tAh8s)e1`}Ew`q{lx0
zpo8CRl{wFk*Y`Va<&E>M=rvE@k?I966Gy+CUa&;N7giKoI$n>YW2NTgqo_Q@;g6Yo
zys5X_RwqOzUA(vAj%*2e6|c0i$%#jNx{F@xXDl=B{+vJBqeK-Uhisko;S&pUWa@)x
z!C`qTl-Xx#kD>5u@qtfHvqVT)e5b|T8b@bx%bF5D&nI4Dzcs1X19DbTLPv4(na`as
zOLIm#wj6u*xl!AfXyhG;I6$%K@?(m{ke45e6tEKZHAUVD#KT8_`d*@+<hKi2%V^IZ
zFVnlZtz)9JAq+*(uz2V1>zb*5n`j&^iP!igMQ`dmJa;-RI;D}C`@M<LiRgXFr!<^L
z@%xL>#x%;2BMs>p;Q#nrVWI?>EhBG`O(SY|i*Xtw^Zx!~reBZxB44wO6=_erX-`Po
zThW>&A)LJBm8&#3J@en|=Fg)Z{^erAdn0}SjkAD>!23FkyErrJ_a-Fn>~-=ioo6u<
zPO0%*<Llg;9CvtLpS+14=_@K{Nthx<6ZV)Xd6J^U6Z87q$Fo$HfeUbBrz0PGXMR=2
za-o=?lV0Z6te?+CdU^SoBE3iPTEX{y8t)dnlo!nwm9scC+zsbYOt6-VKPy+x<ar!V
zPuh8$!h$zRhSa~jpf60vkuHZXK%kg?I;9TJ*sJ@&BgB7=cZZeXo`QOn-p69UF#_Fh
zOQc|hZ$xFEEf41&+`M+<?oIsQ(($--Jl|tF9&NB88<ccDWX1LVy}$Qg|D%8Pzx)5L
z{>%T&-}n#y+Asd+KmGfE|1ZD%^1t$%(I3?Q;QXKdzl{SH?BvgRNu+ZWbhwl^1ybH9
zahOA%Dan5SPm+TFQO~HHn50K}=cc6S5iY=q$#|0dBI7xCX7Z1e*(?s@B<XpFbdyAA
z{2?4AJ#x7`l&d6C;Y@RuREdLfxl2lp?!d9_Fg}yWWn%i!$s9E7ZU@i2qF$3=@>IV`
zN%_$_Pa;tgo??!~eG=Juj?RG+@y@wjC?#K>iytL|S&zn((({hSmlDz7`MoJAr$%D#
z7JtRx>XL&f10?2fNlMW&-Elr|&Y5(7^~4-6wnu1IwikLVFP^j|%HdKhX^WZcWg=;d
zi0@XpU#KWuS>>BS?Nh;Vkuk)4ML>A8emh`bmFGn!rvZTZDuPS%EkxyPiA7leXd-FL
z?+1^AZIKa9css)xY=wwL4CgrLssuVnP(pbiRDgd<u9n%u{}U4(P_hH%or<9o6Tu{V
zqXOFVlACa6XidoP68Cq_z#*Jn2@O(2w8r}fpb_;^#HAerA8)l&LbMOM<K0g0vl~FM
zMMWrl^$Vqb@%Yy(gd8y*`&}B*#xH0@ZUj#MBJzNUl8Pb`iIMX~=UPd~nF1_GxgnB<
z#DqoW-e?{iM9FCU8(-buxqbKc_RSmL!uxrp_8GDdiCcdddaXVcBzXc~cJl9Tg$Go7
z1OXFNit#c$*iogU*Lh0L>PURQQsdM>Ly3S_*Usn?)feiHMO2BbmZF};gloN#?4i{U
zhZs`!kH$lKk1-tjd(RLBfLbH+2059^9}N?4%l79+CXnCXmba$!mKb?SIGsw2H8u|T
zgwxRUhpzqM$4@$NV1J^9r=OcD*%alO5?<VZP(Iw;Gwh=8$LQQ2KK+F9O5tm#Km3F#
zu#hM$rZ2c6z(X|^<t&H6*u^{=L?wAiB#P$DqDpfFgPXDeF^Idxe|7i%wH@$*5XYrg
zh=oYIK_a^%L>6gzkjLg|vRNf;Dl(UqI93q3HKNlIP?$5T#!)VEf)WfpnU90dX3&_b
z^Mb3$tD#*oWttJ0Y)PhZ;)Eo2?hUFI%h`%h#a-c%&Kc^0Pb1Z(_T9iNQnC`6SxSyk
zH?x&QR(tfED~_6H2B2*kSChG6<Yf`|<`;OA_U<?-L2UR2iS~9!nwYTL&Bze($RTqL
zaU{ZvVG0pKJIN#`j5r9iPrFayCO|wAOH-1fXx%UqE%A@ikAB`*utUtjDG2DYg#kZ!
zp7fR%Un5s}+8n0w%3OK~k^G|tB1(rA<vofx%aHU*Pb5iPwmrwW2jN~3+0*3W!<p8Y
z{o*DlO`GW-Zgxi2I+bTFN^)mIOV4n*&LK^k&T_X}Hs{-N^u?$zV697+_-z#`E<Dh4
z%%kRB>K($Bd46wFI8x7gn|$xS_Q(aMX`6h`*|r||g%k=`6i+*#dhB_MF(==F(kIw-
z5l*}D0GYy@O7tlm8j=*!l}u5{85`-{0SH8jHJw#W%6@W+NA)J5`XGrfMR*bdLy^^^
z-0Tk)0>QFQ{wQ5R#USG8qe^NilO-Y$+SW@woy0u2G=fk(LH`tw&D~CK{8T<Si*=1&
zFRs8KDiV&)|CI0Gex%1LZpnCakZchv-h>w^AZ1cpnNPJt8EplmWX!bXorFWZfcp)R
z#S|E{aIC3W!V^2ufUsz`n47DJ?PLkac~`9ouTRiCjZx9gmbRNE@`iuJav&ZXjsbV#
zB+F-tY5a+2O^pi-oX_d>=yxygUuHs?{OQP&(ae<hF9p^2ocC`k75Vf2rK1X;M!Ct<
z;bs23f9YspD`|Gex<+IEyniVu5102Z3+YUG|1uHIlJ_qYA*|!G<^3yy_0WoTtn&V`
zKaz0HqqGHYQ*;e`f0VKkwsBYydD#_7q{l;M;Z_=0%1RH$FlnDWPI^kSOzbCzBRHF$
z#H~fixT2vhpw+J--yh}vT5YbjqbBifvYmLU(@-(=+xl7Ts<KcT1=kpeKkJ;Di3+4!
z38=UG?a>qDY55j43wlE?MgHx6h<euXF!vubu(x9Zdv^`s6aP^r&}FjPZ|~eiQW{Ed
zgACfpXd_3ZLnHD-M*10~ND^ta_hB=Z36Es4ZnDWxBIB@)gd*fZ08Er*ro2QJ*#0nR
zbdcNZ*^;pDFNswDluhW_5_K0Thc2tcJ=76Zsl6s>cmj~n9N8cWd3>lNfuVM@%1|Q*
z<NQK6ACSh7ve8dG>W!koE{j}5betg0pD6ha<-uu%h=T8mTiNSBDN~(nizO%mAaeas
ziIveax(mwm1EQWCPzobt%b|QegsDj{U?Sg<FwBUoL;`ObN2ByZsO5kn++hBtyT1+w
zmxi1%=ans<j3!HhhvIk})#WhUTx~XL&5e!bN;6olHc*tVS>LROp?m;?*m3OQJ3ulT
z^t(v^!ZTX|^I0%|oZMX5xi%OCJZkBKG^p!ekHax}>x#c0rGe3L=u{xOc?L=)%Np;8
zY2$5&I=@gVj4|39j0cIJf|ki1UQIO@w?)b&3MWef`$IEHE{q1_1Cd-_7W-Jjf?-r+
z6PJ~W_;|We|F*vB<7~($Q-gv}S*Mt$#U1R<QL<5q)Y|X;m4ipSgMNSXSC_zbnJ;-N
z-&JR3`I}#Er%Vb9?zB(6vjwDINI|()Sx3Ux+VV0dYE0krrs0maGu6*#U?*6lxkS%y
zhFH=WHc2fCyTFXF6lVzifE})dUXK(-Ovsn^9LzojBU~zYXUzSJ!)FcfejT>7RX=Fd
z8Y`<Sn~K=1HqBus;3N={=j~ZMZEzA4F0y`J9M0ULT!o!x6rP+1e`43SEqs-0-43>#
zVt6xAT(t3DM>e>EWM^S`Cx)FWJE3Nx=4c+aWaD_(9^p3X6a|zVuh0-vki;0cjk4DJ
z1xLt4@uqzbRNtr&`RV=NieZL}LNU%{Ab6F9yt4h9>xJk|>Uq(`Hj|iVVR*~JK7){F
zAb8uxJ&TBEqIk!`KbwGO<FGk5i+E>Yc*CN<uyCh#f78ZWShTbHYjKuec#*dj{u7)E
zgtvv16vaQ^rW!-fykB>E{YT?L|FQSWA%3Z}`~9oCc(>|O(qGO}y!IgIwvm5!e?RPA
z_TcpZ2dw+yvk^Xizuyao$g7KjYWS%&=zDjA-JrV{=%wft9OyjmP(|9HtL{K-OJ!sT
zQJY{H8<x5oWd6qvCjQFU%v6xpxza2A>p8qmDA;qrpn_WIH~lMRMiGBh4_bXa3k-@i
zXCn+}fkFRzI)c?0&H@ATxm5aqU!76Ej`Je71|d>ScbCNOD~DD8{yZBxBYSfGao&NG
zWpIF0zj#@^-ba1Gfv8|5DL8Reyd!e8yry*Oq1RZIxfPqLHxvoM@%Bjtd}Y>T0zeYo
zM9fRltsPl%hhZqQ2qTH`lP6Cq&0%FcuJpP~WLH>HYG63$FJVFc{F6%g_K41FkZ)NM
za+NlNt6sAk;LMLA0Z_wk=)qYXx%H@O7~WpHluuc_$B%pJijphieq;(<m=VkbwXi4f
zek(%@@RBUiQ<7U<o2@KHl9^=#I0xbh5}9s^f<ZvF9C3)pZ@*_*sd;{(T&!QE%xA2u
z$B<(CyZwwc<IbJ2ab`czByElvyHAmo-M+Dz*6j2}Gjk8)*~DDx+0?(i*e^_vkyv+v
zAcmP}_`ZK&LXI>%myrsSGG!K^w2=72dQN8I=+FEf{hIKN0n4x?j#6@yp1BLN;v9x{
zGwoKArr%RHd5Ur>tM6y8+mCt|wkTUi?-{MKV!>lL{y|;8e6!c=>jS2fH}%8*DSYKb
z)byQg182X$y1X-hnNR+m`vTwZ!6BF_IeF{mcdD&?>uzxH^|j%!-&DVxzV!gv($vMv
z;(`&MzO@ber*5JPZaQ`A4>}wwdIoFqHwQa?1$gRKIND<5U*17pcYW~{s--fzJ3#}k
z#_H<)9aOIEem#bBIr8_bA78%*r--n{?BSo!AV`e(r=ZT>4+cRCl_u2nsr%Tl)c14u
z``u@7HEVJt_vr^=r_Bb;Guxu{DdRn5u<+Cl9v2zO4hADbF7y5z|G>;R{g9HrEAW$l
z;qD#vRe!L|=pT;zm*NRbux!{|&{rq-N8OB8Jk6!Io)(oF)7xJ$DmkV@O`DC0Bmq%i
zzv}v`8QK#^=Ys!T@c;K1{BOO4YNhl3k3at4pa1Z`|Mc%(*k}g-<v;u<<q!XM_rJaI
zAK$w6XaCcm{OqMqKKRRVskN_<BHn&paLi#0yJEJZtUyKrwSm0uCB^q6diGf(F}UCJ
zl!>1sVpR;J^0f4>Z{JwqCM#Ih^X}Z<x_NK=W;qy-_WFZZKU6T8!7@{(!*iK)-Ncv6
zBvjt(?}rB{LuB@Zr}1cXK=JX(mXXAu-D#bafg~{@g6AchC*nyF5Pwd`<g=MTXmWCy
zK?v}d#DRjQ5bAd{<`BYk1SSzeBi<6S%_8N*5NhhohLSQ4Jfs7LEhaF(Xk%bvkToHZ
zVO1ET5p;br#lUuGp!xhW4>5hq!XtPh5Zl{C<Og|ZBiz#a>@!@hA{mEqSrfr&x>Xj*
zR+m($-E7`K#Zja422hh@vWB)$QxpgVH0V|f^*W&@4|&zRZlhiYYO582wkEKJ8mF`%
zOT~Iy;oHPLPe*uP28QH6^T9D!Y@~?>Dh|Z(6cIUYjfnx!lx3iNN1W9@L;uOp1UW`p
zHG0{q>c4GL5TflN98uW7TN8ZxJ;VzMcXAKqQ~@3j_T~=srdQE&%fC*3T5uJ4S_8Cc
ze>S*2Aj#cBnZ<I$s{@kU@O0#nADGTDaznETf@6V`Si}scW4a8)CfIbIThMt}ZgrT>
zaSMDp!!7VB{I+4Iu-gJQxoyOgd%yIs5Y}XH%4E<G&55tJMW3E!#G?ylA{i9G58-2G
zg{wtoG<2g~!(IyHtcOoKBQh-c!%?f#r+UNyPSbr3PMVD8kjPB!r$-pSL%}EZpEBTK
zl&tju&B=dog~KCUavKGth*$e*?K0di14<pmU~9_&f`tODc5G!t7}@+%JA0m%il|5Y
zTii03fsL(U86eVrm<5oz-jJ0syEE;FX@6{s%mQKaWCjc@mRYUZh?xaMcFk$+S+^pr
zpIHcmK{N{hHqxwSX*SJ-7;R-V3*%~5JK0+^+NB9L3&6C>X28V^wV9B@cAEjg=G-h0
zSa`FV+31@ABkaH#?aDNq0YTQ{tY&N+S<P%y&H<Apqr&o>fdj_q@`A-*{nB*r6K^JP
zE<_p~!yD1Bg|$uc14wh{yLuQLM&#Au@W5Ttwz8G}Twc1Ou17_}jl4rAv6VbO69TTj
zJS@&wwAJ-P;Y$j&`r_~yjX0~Lz!n8r<qua&5On3s9E-4e4k!;Nf5$4eijS;jh^^wT
zd19nuYXV;~iUe11ZhDK70w9VBaZG+~WhDs16+YR`XyO6%S%Iu<CF@%8NgoA;$-nnF
zE&`t_DyVXe2G)3Tj5Q6(PtyjesM_u9z*Z{d7_9&{c@xY~D}Oux81YGDcv80=d8ftL
zH_Z?5?T?$EC{Mn-RCV$R)v4#B<)2CyKh^L{<h268ur=uzNL3Ty1SkRZOvo><(nlF?
zcWMgDaJz%^hWzym9PiZE(;Oc}u74_2=ty1vFwRdC>{3G_9k;e5l3GY=^uHfZ?U3QV
zm*n_ok48zu^jM|RFCL70-tDi<9Ib+=y+Oa%9}f}QMfKmG1SsB4E^Khm>kLrqd^qm1
z-^WY;oMq=0R#v$5d4adr*@d5g-$lLoE*#@f54{~UQ9K=X)v~Nv2lq{c(mg@VcT}M7
zc~^y6dGN`D;XEKOJEd<59K$0D?n$TH^?<WCLPAFn*g{r0phO2z?;XZy;a}%n4X#$m
z2v6y7n~!j8AT7W|+mqlKTmbthJ0GGrds&VPPe3@VjNz;Tqc12+zG-2ehJhG9^<84e
zJ__A`GbArT#sb<YP)=mZ?Wx#1b-Q%8C?#K}@voH2pL%$l#r=c3(%q15LW0VY@}uzp
z!HJ6Bm&>rRU_^#Mh8Nrk+(C(T;nQY#K!g*7_y;t0;gsp^kB12N0~o#|_ae|k;|PuJ
zQvUc7k#Ok~ii$*xTB{p+m~Z*(7I~9g`s5eX1$JK^1q`5=KSU#Tc99A(Y=I4*3T9us
ze_JH-M1<hTLp0>DgUlp!JHjYJH;5MrF-f9qA-Q5=QV~As;h3op=M@!F_z2TX!Hu{b
zOh1VoO8-zqrnqnN0rf7?-3yty^a(pmCWH&}I#zz_4?^h=tTf=n3fj1tSBugSuGKtF
zG>D;lFY+tjw08BFAm#*v#9L06E|z`|i|cynVZ7;>T%S~Q8V-KK6&t^&6uUo*;O0F_
zu_Fr&y@dTj7B)|;_DGS}1gLzuf%YVCI%4EB&H_ySouj4C+#FujKfps!0nN_`-;ee5
zFhO3bKuthC=O38dlm1uy*m2Y&ia2h$Nhs9kX$IvlZVC_0Zhkg5rf{MT?x6>XAvlE$
z0qpd6hQ7ObjB%*=<%^g{rjnNdncs_7Tf5-ac{&&JMcW*^W}hM|`L^PpbF=Km37hqr
z-_TEsJY|p|o=AyMU&+_f^meiPr#I6kp5FSJ5DcA$Ivwz$4Jgm&(!r-OML(|rh4_25
zIa!D6ym(JvN?D_vd#-cO{T|(OW7Z+9t=@a@-TM6B|GPi^^w0jAfBN{7-~ONf_}jnp
zFZ|(+Q~$%Cb~gXcKm4P=`Og27tqSwvTzeFBI5*e=Zm>!$=8$J<=Q;mTqJyq@h&Z3@
zqAM)e=MDSB6>sHynF?}<8Wga+?S`TX#rU8FgOyiVGFSbdo=<jEJ%nlReEGcP&w9RW
zd$Z=V@}XBTJD=_#jY88cebfOb%lU16=)iWm+}1wyG3|Z0tl+<*Mn7~BW<S-vpzRO6
zMCxBM+$js;6#Jj(k=q6+p!3=R1#p%v5CFuYVg^BhRmn>Zqo4wxZWtt4PO26qJl}Pb
z?fR}f-_IwzzMDr6=aW6!O%N~X7~?!l1P9LsFp-Z;N3z7T5x_$0caaLu1ogJqKHhwG
zKG~xgR2+0e>Ym`wOv!z#%jc85>Zcw;(1^RRryleNBf}MLYCm;&ao+Nw7IVq|$ujR(
z>?gQ5$9}0->akx|D;u$2Y7@V}GuncYe%G;|;CdbV1>V=OU*Lcp`vr@5>=!*4R`RXe
zSj=ItC#(5zd_ZgyH@q(U07AQGle_lhubL<m6t3HokZ|Ch{83Y9c84=JX$Smq2Z5^I
zqpEjF1m-Ryf3e;ysBdz08wo5uGjZS~FC)M0sZv6xR8ns#!4||Ds~_cV2ypJ?cTog;
z%wZtPF%w6K5M_drUW>RTWG$qF9HBB>_wQe(^dOxk;P);gcBS{|-VSySob!CsYxJLn
zt(`GcWhikN&a9t*2LJg_<j=|IQA})zL!H5BPtlp^?hR#)Cm_5=hsY6T!fySgb<sz{
zvTvfZsqjQ6Y{DCTMc}1e`EX6I)h=fY%7$+0i1h(S>&lfKbuF^`;cZzGkA9G~Xuulj
zsZ@7gR#u5@Dw2-Ld7YS4)5mwxuUDdpyY|vBvc+`RjRuE7M>fY8NUTe~Q}GCw+=Sat
zZm?hf^T0?GK{BK;c@R6Pz!~KrZSGk-R22XSg4~mEm`R6kWO`PQpENI2K|mBp6a6FE
z7JM-32w0d6t(%ygIOh$zOx9~MGCA)_E_>jpB*1bDhsi$S=H%m<1b>ltr|tWalqA8L
zdV5hhjo6KnIp@XRqB1BQ(akNGo8~X_d)B4-EdBXIpfH>?4}~Ujv}F6s3_hAiL_z*c
z=96w<DIS{nGwmm%j5%mtJIstF`Df<Oub)7lOy>$0NHujwfGqOP{QX1UDmjjt>F<vo
z<Dum4Sh;4hr@#!Znc9~jA@BV=d&9j(7qL<ZT%?4&tBuW8yBhFPV5OAT2Q8(^T=CjS
zr@kcka57H*oH8_nrH;h_DWA-+bV{-bNFDb=yc`U9d%O!Xcf=ni>4P{Zxvq)|xBhCo
zz06?ha~d?^KU_Zk*np+q+g2~8*aYacOSt^)gs>ry(NR72sZRf4ve%!;c8}LwJnK=E
zzi?{{nv@Tpyw%8s5GzXOU<{0CD=VCye2YY{R;WDY;={tfY#T0LW~}>OFnkntyHs#s
zNqrXy0J-b83j61BTzILKJILZUARn`Sj~&J?FnH_+y=r4MY&P2K^`Kha+^E%Sjr!_x
zwbfW_*Va}y*4Fg|bCUVD?x+{jiW<1G^Ch$R2MKLRM&Al=a2l!7M@b<38-mo-`z&L8
zmz#{yDtDp?3na~yugS4?{q~rN=>EZg+Y?DgyD`@LNn?FI?vL1CqLhea`x%7fDUTyu
zuyFCiBxD$@f*?2r`?@NJ{RPraBIJv+UA-OqxpKch>@fa!<Bbnx0b?GX)%B6N&*9zU
zaM|leN_%`Ipotp)yFK*t$aBAC=UA5yM#*{ZQ)fsC22YOn<#sA)((=u6mG;Tvp1vWy
zOK-jn<m#u2YSJp|w^o`f3gbm;rktV(`l=$j89`uGZhPxs5ROLAu#s0$;HB<2Ha58_
zjh?jM`TqZ<8T2B5Zu@N3F2$QuQtSWPp7x^}o>@>d(LVS45v|?*fiJB6G+W}~s?)>1
zsy)i`!00Jr#IKr&$q|OUm$>nw0)J&kjQ)U*8Z?F?!zCd2z`&_D6zpe%uyXBbC-P7&
zGE6?4m(oYRgUr6jrTbg4z0Y)~1(AE{w8)m3h{%ie(`lnuBme@4W}>4w{*R_p1d}^Q
zXq8Guq@x(_3?BX(g(!4N%wja;#hNTeH@5FouJ^~i*6kjmLtwhq4@ZR<Q4sluiE~1<
z;CP{h$MQbs{Vc|d{CIzqN&%>tNiy?b{Bi22HxVW@)3CWvW&k~no~aAXcrKJbOTFLQ
zEkw<9+MQ58(H9!M0OE8|N^-CtA_8o-t)T$obkGN3ms0RXZxO`=z5wFnos4vDdoR$5
ze2WdA59d!(rNDmIDkK3pk*0$kV#&>kG#Tuh5sFFN91QxiNq$bG$-9CW`@VPzpJ}nl
zk5!|WU)Vi5`PuNqIXoUBc**F*-&4wU7?3l4UAiX2`Vh+}<N)D)B2E!G1EsKfw@^o7
z&wCJx3W&TwJTN4gt2A<aAfgHT6nq(#L>v!+9x;Z91I6ZEPDIQGAAJ|NalUtiw8_7j
zpLLVBW${Fu^jw-ey#ibkujqN+4`CT}SX!HWd#R5!NBeY;u>nSVc?M9l@un~06T4(O
z=)`804mz>t9O*Kiyg<>USaX*QHnBJ+i$c;mrergE)l@&c@DEmJqjm-V^d{K}hu@CG
zyYRQ-O*~HS35Ja~eBalvr~%LT4~1)%x;*PYB%f7XQs7npVMjdMk!@YU{1CsPoC3N1
zjY7ERHT#2>FTI8t<Q@Oveg|RMy<ML?l?HIALd}ANR!X<)D}%m5Z}f$0VZ84J{~=<u
zsVpeG$ii;Rz&Y;G677>84|4yF@Fb`Uuf66!?DhSp_*rySBmG4DI_}Xe?DkOZpyi`L
zFdZoP<h#PC74*y>%xWVP_;o^t<09TjC2lPnTs1m9hUe_=0QBM>DF*mNNo1n{z7wVM
z2ALY4K8{OAm|Zd8O-wP~CtJQcbHPJ)I;!*1FbK0D<zq;PJ2`ATPH&w!^GXLrY}(UN
zdh^9GvIpcR-(aBl`kwmXmBAR!dwwf~Q>yxj>#0P0e7y4uy5^aeG%uMnbJHw~)tS<u
zR4ollyQSAkZy-GX#r*Lx>qIo}Ss#AF{R6$uT<|G*1OND$fA5Is71{<|PN4-uS)xiu
zrqI@VMY>`?AH6>>_55i!@KIY=iOk$<x}<suR4+wT^UOG1pIP&ru3M~QiCPd{e=E}U
z#-Jax;KIxY8FR1kl6Il-aoTy7oZef)Tjav&y~Qn-s0Gpc*CV}0?bLnt`I&p2mvjrA
zH|gftar$lvZIKJ7?-sXMq83Eo-!Sx@%v-v$<lJk#q+DveMLExq(|Jp9i(ELJx46X;
zwIDiw!PI#KCmx#zdr7!bd4q7CAE)t_*cQ2P8gFrnC2B!5{xwVEAFErP`z>CQ&HBz{
z^V~RXw?wwch0}J6TP#rvqV2~1-s(KY8S-(_cVmCI2<Q268gGehkqf8s7PnZU7DVHX
zlet#^*gVb~Cvy?iJTp$$ErBg^;dI^N7E9EE=(=ICYdsrMZasCkbN@JRSnO=dd4`<M
zTY_8U!s)!lEtaSS(Rt%EzV&Q;aICc6IE|0f&a>q7-V)v-7f$ajZm~oyh~8g}>~_0h
zFB}Bj&To&+b}xw+*1HMfd7hl+TjE>f!fC$6EtaSS(R{;V-|3G6b*pp#h;LZz4YGM|
zoVHscTjauNyTvV*s0Gn><DI_SN1kk*BVq0p-gu|CDd!n-I&TSXkqf8u7PnZU7DVR_
zoBh7d!#DT(ZrJQ2s(EIdu3G|I<ihE?#VwYo1=RI%SKaBc(sfNW&y3S`OJIv!I9<26
z#S*o6x{h)~$57WJs(EIdu3G|I<ihE?#VwYo#nbhJ;Mlm?8PD($)jTs!*DZl9a^ZB{
z;ucHPg6O*8Rf~K-<KyFYV|dkCg!BA3jkm<M$c58*i(4#F3!?FcRem7T*Q&dn`!{#P
zDsNNHGvsvM65JvePUkIdu|zGR&Lg4i@YuN9SUPV~&NJk6-V)p*7f$CbZm~oyh|U{N
z_QS9nHjj<b&Umu72<Q268gGehkqf8s7PnZU7DVHXELX?Mm)^*7Wzx;F<MiDU+9DTD
z-z{#jL@kKE8@@KfaYNnd+`q*ecKV2Fo*Ad>mcSOdaJp`BizRA7be->wZ|l_XAZ+4C
zs?HewvGSY0MXfLH8`Faf-a6s#DMijZlLc*dBB<Am`ZdPSXX!iD5m88HSvOu3J6?D`
z`#02`pZ@ZjUWW=Pyi_`4FoP$nRQ`J0X+GN83!9HJlCn2~p{Po6y5y={fQ#REQvBCQ
zrTjM4!h6ymJd*W6&QY-u{QpF$oHVf)?LPkA7;+$co<g6KqUY(Po<E57{Ej4~NfJ_v
z`oEms|M{fwHz>8fo|vf5Wi{jCvQdHfA=tO{ARMCLYjbbu+Kp@Xcb1HbVM~>gUCl@9
ziAH)7nk4^f2Hr|DXawD*;RvN{m#Dz9s=HhZYnw|4LGw|t8&+Bk?t0hgI*p_js_gi^
z@X2uWtQ#_}R>K%Y(c>sXv1C!Mc**fh%Ea%CoT-{(Cv5E%OkkZm3AI$3^1h*d75qFt
zSZZ{7q)`gs45{$JBd!UQUBFv)C3vOw3d`&tZ<qv%rA6U-d!m6TSB>Uus|BgsX)Gny
zuSeB)tW2`3S!RK8zKP|@k+YGfQ;dG9@pdB8@M+jAN;Q+IKEFvsTokFVYOOD!Hd=Sw
z;sdo?lgNjA$Uj{aeT?Q`rJ-&0XJy9^(@^dQEHwAiKxP<qX>YX8PwUSMZ-NGdBcZqU
zUd>l8ozOL{PE`=-$G@M7em~)#c#G#k!ti?w|4N^D;5mg-Z1&5T36TEXta!-Oh(c4P
z(&^IMcp5X7tvBge+h48JmMi$5zY%OKGh!|wM-THa+r2Kf!th`ie&<&!Yog!!>IN@n
zC0$rfmX))Hdv|v*9F6?tO0_Ebtu@-gdaKR~TGD0a5(a%|Z@Aa!>LF{Zjm=iO8Zfz3
zeva67ik_I5?WNLd_}Q;jRw`A$-rQiFDkYSoqh2S$A*1sT1}zjOZ1zUI!4O2(Dyvw?
zmg|k?$_5W>m#QPO&)NjMe=r!Kpx~f48i4k7(6QQF4>s#zol(&9eF+8l&e9JN<!|6;
zAADN(!$xy;eSNjc9VQCf(S5&*uExZEFbYv#F+h36y<qq#>=F}dHNo`Nc3V%fczUMp
zFWFSTP6hGMr3!k(YPiZnCsx9foO|0O{ztty>uSsX`dVwfS#4<Ev2d0$q)-o>C2|Zj
zO}rRxiYPHyitKQ64(VXf=|aGe>9fudIcJu^(`J&}bIlY3r+o56rq5&6iZNx@vL`Ef
zj;2q|)EP;gh<yA{VS6UGS@%EAdQkFZsvEN)V^MfLi#(uJEsxZgwjFNN(D5%^dNjGW
ztKl8-3#`=Kyr_P5HN1O4w<2t@Rvl<p!y8qH!5J!$?P_>SWy!G^MauTQd}DQXHN0I7
z?|cHs&q%K1uizIe(9xZ4Jl}%=SHoM2xvSwVSmC@Qv_#OCqgQC_y}~l;SmQk(y*E6e
zqH5Ue3=!R|#ex@i!OS;2p(3ieaTbpTr|V);ovvH5%@TEVoA(RVbt7wdybku<YrK&)
zJWe~$lGA%jc#B*(y|=i<615<DZ$vkkwXo-2=Z)wFlWv|Jr|*`~7P)ZxZgGnxYC-hf
z$Wzd?Dq+vP#v3uqHsw4+PUkJbEpp*>-r^QZ)Pm@|5wqOv8>O)4UgeFLWs7j0AE)t_
z*cQ2P8gFrnC2B!5-lzxy#o=PubFc44MG%8*o*Sp_mdF;laN2HhizRA7wB6X>ty0)?
zukXhGZV}G&<22q9+aecE<1KEnL@kKM8z*y7HSD=pcjII(qMB#M>AEGbMJ}AKTijxa
zS`b|~EOvG!?77!>!(wMs&NJk6-V)p*7f$CbZm~oyh|U|Q@$ov?bFcNrX?&b^o+YRE
zmhcw2aC&cXizRA7^xoC*h7+ZpQ#I4h|4uN%Y5pQ>zG1O9ieb<FW^Y*R4YFB--9B%L
zY>^A6?H0FKq84PIH{R*(O4xI+@Wwm6O*zky(|Jp9i(ELJx46X;wIDig*zBWf*mJM%
zhRr^rnrFu8x+SnhE}X7g++vAZKwa0>u#c6lYpQu>oUU5}Tjav&y2UM)sKwLus2cWh
z()EaHo*Ad>mcSOdaJp`BizRCDbUmtueVlYXqMB#M>AEGbMJ}AKTijxaS`b|~ylSmd
z*mJM$hF7gcIM0vMcuQ=HTsV!lxWy8+AR2F2<?Tw?bFcD-Ro<qYXUOTiCAdW{oX%U^
zVu@Nroi{6CA1|FZDd!n-I&TSXkqf8u7PnZU7DVTbCwr?D_S~zy@nmli&hz6m-V)m)
z7f$0XZm~oyh{hXPuFP84bFc75mMfEPo*k#}me3ZtaQbd>izRA7^xg2aiK=1Gy|x>^
zHWAf4Gfvknfh}_3blu_>OVonsI^P@LmaF0IYIw6u6#aBHyd}pHN&}`RpSR2ZrNg-z
z-X&MVyX0zkyXxX%kuhs0yNc{Dq>8<&DfYWv!}~Xr<(RX}Y-iT+_9shI@<Yh+s^=X%
zH@3Li-cNn1cE4Gvq6l<)S$J35n>EM&Jb}94;_nqh*P=Dd{8a&31^`z9+*JTanRl}S
zxK(*a*ZyULLaFqltYXAU#!4@=j5tfUD<jU+Q7WZYuht;>%2;dgTw=h`DaEh3xs+K2
zTSH}k;aPVz$J@(_Q+ehnWoj~KgcpNPvz7w&@b|PE_)+P(;yv`F^PtJ=lLkxq;%bvW
zEANE8VSnJ=8UzP>-h=STpfd`Gl{mw|XJ&QD)h6E?Rc`l2vI4iOO<pSfObXG1&aTNB
zSDQT2B3GL{;>D4E<AT{|{D<Mw(I8OB&-xEV38ay_e${{2X@$K}XVeLY>bD=_w;n-t
z!%^rD!e)Qa^2Z0Q01Kc3dB=aa-x&@&y<I<ide9$?{4Q*h39Wnm{m|d<x5nM1zMcJv
zz8Cz52f<*}3A%o}6Lwn$&T(%%3|s!_*+J+Z1S48!xb-#vVXyB$#m}OvqVgx=*Kv<-
zVYk<z&QF3tkEm{UgI(^dplAMIR=e8df`xiNJhD@p=ToDY=iAjLXHJw{zC^(aemQaq
z{hSoqdMimk_I*BjZ+Lh`uUf~+!z-eims;oHrI)axU!1O69Ak-E5DzaS8+yFH_uOl|
zkqtdgJI|8SdrNqWTsXbAxWy8+AbM{^ZJ0H_=U(THs11{Do*k#}me3ZtaQbd>izRA7
z^xeq6U|0B_dyO~pFW8jx3^|>*1h>eA(|L<qEKv)h^F}PTRpNW@Ro;ljwg~6>aT;%l
zZIKJ7@fNpOq83EsjY=m*k?*<JccapYK{n5g({@W_i(EKux46X;wIJGV?C(~I@444^
zV}G{@=lO9OZ;5S@3#aiGw^*VUMB|N<xv0wb+^f5!dI_$ZOA*yPGfvknfh}_3blu_>
zOVonsx?!=iD}2wrz8e-hn{u8Zr}LKJ7P)XbZ*hwyYC&|~IE|0j_nv#LH%{Z@wDT-E
zy|;w7$c58;i(4#F3!?X~Ho2=!ZppWC;WXc1h7nA5WX|(1)YsOq*c(N@=YF#{EcOQ3
zyehkW-V)g&7f#zPZm~oy$Ubkp)7urk=U(BBcY2$0o*}36mf#k-a5`^sizRA7bl$Mp
zM^(P(Uf&IyeMB|SjMH^XV2fNhUAMT!619N3uB&_>D_z%A^UOG1w*<Dxh0}G5TP#tF
zr|VIb@8hKF5!F01PS-7gEpp*>-QpHY)Z*!SROS0P>3T#p&y3S`OJIv!I9<26#S*n3
zx^8&YS|z^cUfm6^T8nU=AE)t_*cQ2P8gFrnC2B!5-muEs6~5<Q<qfO6O*zky(|Jp9
zi(ELJx46X;wTL=zR`@<%I&V_WGvsvM65JvePUkIdu|zG1&KpnmR*CPqS9#;f-Xfgm
z$7#GJwnZ+S##`KCiCPeiH?mxrHNNLw;f*X;Cfz(cPTwt|Epp-X-QpHY)Pm@{;cF9B
z`JQ`iH+*d(s(EIdu3G|I<ihE?#VwYo1<`fBH@+=bo7~kVXPGGa>1vZpj=9?8`{9%R
z;E}&K?sZ0IMB@EZs9$vwWid~bP8(vyt4`?$sQEJT+k-&${BGQ7K5FiT%}2GUzpG8|
zYLmBIZE~SMt~PntU#c{NM$lavj$Cc>s<Eoh_Vta4a@q>d+Y=2-jZRNB{>910!`CLa
z%Tx009Ixu+&F9D%SD)O~Cokb)>Qw1`>7}SJC@ad;PhFqfu=JqXPgJ4Y{$1g-3<0i2
zxvNp`YLpMd@BC_It+EVOtgmh~<C^#G?qE0?`OB4RRluw@+QE9O-iX7!vp3vpbTz8l
zYGbq2t_E?i*Y-zUzgAhPRQ-B$Lkl2-{b0~S1<ht})Ef*jX05X7*TUs`qq(xdApH6M
z!C-^}mxJDDfKk_haJ9J}Y}Ug%L-41oQC=!tY=z-L%3M#G;_R7Cp3v#@ICc6`XDwer
z`R84ud^u;0@_0e2S^Kdt>%G#-Rzg+@+D5fCLW9S?xO(NTUO9@j$Leg03gof^cV!1f
zgIh{!yu_;9u3ovTSFTFee>3WIEB6N>cH-DVlV>rCcX`g&yf~g54)`&Lf12fR^*K|U
zik^#TyL#oWUO5TLNjy@gR|cN%lbq*Mx0qGO)hlOCxO(N16P5vpj^$35UZ)mVqWH;J
z0`kUCI-_2k(lzYt?w~Wo4j9T~J~0IFoq%O4`qTK%?ghiWpwSJ}5guoSw%$t8Z}Iu)
zeWK0pIC*`!dga5<{Ckns9O|3Xb&Gv^1zL=JsYZtMxQS)%HQvaO9;cmWX_gm~Go?YP
zS{jyiORtsQDDi88B?RBY1-3r%cg`Q}4Z@(MjR|M{!D!e&7!4J`1^-EBw8uX>y*E-C
z&-X+73*F<5NDi~^_uT8e5y@fF?etx(2D5*-ecs|7OVomRcN;kw?5f{$ukl7s2Agu8
zA-Bg{f?MRm>Ab})mZ$~Mc_TjCD*HY6DsRMRTZHrcIE}Z&w#bFkc#B&sQ46B+M)eb;
z@b}#7yHWkbAe-mLX}cw|MJ}ASTijxaS`ckF_IIo7_uT8dvA<h{^ZYoCx5T!{h0}P8
zTP#rvqVdMbTvYjc?$upV?dp|Fv%Ry>I}80_n0}_u>z84%v#Wm3y}lb3JDYM|jotpv
zlU(@I?e7-LSfUnWe>YC!<2AqMUh9q1_&Du6OHS`C;Vp9E^xonYOVonsy{lJ_XF@%v
zYNnkZj$nk-{6*G$!(wj~{+|2I-muskWU~gleclq;A{S2EEpD+yEyzA^ywlrNzvo`z
zjdyyRa-Jcl^OoQixo|pfaf>BtL3G}**+-SX=U(3pn|(wz&y3S`OJIv!I9<26#S*oE
zx~?mKA1htgRP)R@UAF|b$c58&i(4#Fi>K>R<?rL9>k-vFGfvknfh}_3blu_>OVr}&
zdQ|!QIO%#sHP4LGbxUB2TsU2~xWy8+Ai8dN)mml0=U&|nuUd<6o*$?2me>}#a2juM
zizRA7G~Tev+f~2kUgZs|yiGaJkkfffaEn|xowvBf619jrZ&v+2UOI15&NJk6-V)p*
z7f$CbZm~oyh|U{N_Ey>NxmS7P$=)KI=f`QhCALK_oW@(+Vu@N1jW@DfnRUPCUg3=_
zS0>#&J5Jv%p)GRZ^xfhXOVonsyWwjSRsNoPZ8v;vBC2_2oUU5}Tjav&y2UM)s0Gn=
zzBj%tSFhaFD`%M~`swPGOO7o>!ra&F3gWVyz&WZ-Aj%1p4dLLmqjb^k<LZ?!bx~FM
zAxgI|JqU+kFlg>AUAuAZ{?3w7%4(?+3)<7{)GR)Ua%%FgHdzJt1yyU7^f=16e%X?%
zq%K9`cczlMDsUK8`BgfK4_4QcyL(Ob>-(nW;^*-JRsCLy0M6j6fADBm!7ok117K;h
zQbqMs?n>~!{3#lI#&5ILD-TREW%>A{saGDaMZkA;ysDOWo;!P7?Q&PU{77n-8(CAd
z?nP@`Qmax)%Ru1jnCmjq39kW^v+E?vd>N&2rxzzKoj(vYEe{5r9x7eZ?sArPnCLli
zYWZSetSFUUMMwNa9aGC1moALL{ex~W3VoCadlYuN^xXe0x*7>4^3^^rSrs~HbWs~P
zA|g+5<dUe-MKru*-}>vL@aYIOysId=9ah6t-X<=Nd;LKxgbSaKWVoZC(+dZv^+N1_
z+vLEHdhsIPHIyD-Yppk{4PE7%CA{=zBN&GMYNdt(<tS0U5o|2;fc%+N+nQlYQ;J+`
zxa?}z8Z5c&wQkNKVhlT7k{B{wbQmJ1crbV_F<{`dY3KG_)5^dppFHd7lb$u#Q>Hk3
zW|Jp$`aDjZzSLREH(7b+C}nCgXM`7n%Q@?qn?-A8>7!?y2Toq2G+4?PuF{y?`@}h5
zKWVJC(YkZy&h4$6_qK1Q;GOm7rEB9+e;<o>%lmaW=(Ib{VASdNynb8N&h~B%f`dKp
zLHK0QfvrZ3^T4o1c%7ja^t?bK>NLGkzu)ynd%?(S;`c`AjfX%#>U(gS>a<<`a(@4>
z+@{UB7j!GGez}mVpBYjWG3UnioyzT2*c(AQ=~-q9=>1?2?1x}1%W68-2Vpm8gx$Nr
zfx`MhDgoPj!2v&}{Ujag8J-)SDrD(kLese5crutMOn!4P=<^LHm$G;D%N4V~#}6({
z=<1id`sE~c$GP0`^QmLZ%INBsGbddAa>)sPK{`cm#jbuize_BLXNchi7F7a2PF`RU
z)jTuK3rsIzMZY**w>ZWUwII5lVcnm5jW;r;>vIb=S3FBj?=9gia^dve;ucHPg6O>w
z*<qSg=U(TH$PSZko*k#}me3ZtaQbd>izRA7^xeqOU{?X3dyO}8G}x5$3^|>*1h>eA
z(|L<qEKv)h^G3Y3RR(<SRo;l#wg~6>aT;%lZIKJ7@fNpOq83EsjcO=HA@I4^ccU7L
zK{n5g({@W_i(EKux46X;wIJGV?C(|?@VVD_V}G{@=lO9OZ;5S@3#aiGw^*VUMB|N<
zIaj}YSlTVUR(hkvjy%@He-9Ukh82J3{L$VZ3|e7J{czSF$WrC%`hx$YGuq=HUH$UN
z8@7}XDPhGo5C^pm+tCo|a3_b2$LXyT@eS#qmUnMD*z@teF)Vg=74W&=-VKYLO*zk`
z+uzm7Q2fK~?-tKkq84O-H%{Z@HNfXy>y6X+IPE-3PVX(@Epp-X-r^QZ)Pm@}t6z@C
zJUypsrd|DV!3d}Mi>&#E#oj0cKKGlwVX-&JW({`xyd|<lE}XVo++vAZkbT~Gr?;zs
z&%MGM@ANk1JVQ?BEx|2v;dI{O7E9EE=)7UGk1B!By}lbcl_RQoW}L2D0$b$5>AJ-&
zmZ$~PbzKSkSn0Z^nrFu8x+SnhE}X7g++vAZJYA0}fgdMbkErIEak_2^Y>^A6>lU|I
zq83lrqe|e%N!KH)d1johTLN3;!s)ujEtaSS(RIVC)+z%&_v&tV)mnt}{5Xxb#J0$V
z(|C(pEKv)h@rG62t^z*yDsNcjZOVCuoX%T<Tjav&yu~e+s72IyvkLg}(s`3|o*}36
zmf#k-a5`^sizRA7bl!Nfx5|Ley~-O;_7>qhKThK<u`P1pG~VJCOVomBypiR~tOGvx
z3U6e&GU?{oar$lvZIKJ7?-sXMq83Eo4PTq668PL}yWwjSQOz^sblnozA{S2AEpD+y
zEr_o3z42|i`sJ>EIm<-RPglQOa%>^O@m>A$bn!n?NpF)amyNo$u70^HvFz8v+UC+h
z(0ml^hLu(Wxgf;f?@YyOdAqLWJJ)<W-ZkG{{c_0j9~ui?<tXcyn|aBl-jqtmt9E(#
zTv_Almb<#;sE%4XRXQ&ULbHzK{XD^mw+!p9(7C8)dAvoTwhRKUUO5-SOv=JVX}4Ux
za#yc>N-=A#v)NUxHCS?aYu!A(&b0=eTJTy!rdGbz5cx`AYw$d^ur+W>QEc6wSshzL
zWq;vy&DAS!FDp*vnWL1c$(#|kHdaPq4=)4$ptHL-@|P>s%5r7d@AMA3K{NCR<8C<g
zpLPS^E?F^KFFpA@xRsZXR%)?MX|R+pu4cKbS<dgTQCV(Rvs|c4dUbJEv)t7z=Y=<A
zW&PfM=2XY7X1S|bPD1BumZzznt68o&<MJp9R`5%bt647Cp|`Zf$d+z+enr*4kCW$D
zL^aQh^Ze3FSkW&|*Da2*L@kKtmysnsUiW+MHQvaQ9;cmW$?3f%yhSdY-do&aiCPf7
zPdU|_d!09;IZWRGo*k#}me3ZtaQbd>izRA7^xeqIU>~E*y~Z1P8EndVhMdk@f?MRm
z>Ab})mZ$~Mc_T*KD*Zk8DsRMSTZHrcIE}Z&w#bFkc#B&sQ46B+Mg<h3`1joFyHNqf
zAe-mLX}cw|MJ}ASTijxaS`ckF_IIoF_uT8dvA<h{^ZYoCx5T!{h0}P8TP#rvqVdMb
zoU2*xYL+Wecc<`z5eug4hQ-dV{5|*EyJ4}jDd!n-`@6MC6}fQxyTvV*s0G>Ijnnve
z-S4^AdgC-cPCL(%(|b#Ji(ELpx46X;wIF)$YL>g2<(7OK7f$mHW>A2h`dbWNTf<^+
z6#t(4&EBxs8)Wm`xP6|5wD70Xc8g^!Q46xq8}IaX<?p#yc;lVkrkrQU>AWSlMJ}Aq
zTijxaS`eK#Z1z$0@444^N%a!aE-Xb<^UOG1w*<Dxh0}G5TP#rvsO!4=_p#D-O*PMq
z({)Q=i(EKex46X;wRpN7RsTLtx*k!@GvjpK64)XaPS-7Nu|zGNu1D3skCU!PRP)R@
zUAF|b$c58&i(4#F3!>|WSFKh0d+ycU@T#>4=lO9OZ;5S@3#aiGw^*VUMB@#syj}Tw
z?p5Bf%G;Fl3^|>*1h>eA(|L<qEK!T7^JeAm<E8T^<vc@9=Pki4a^ZB|;ucHPg6O>Q
zWN(%Jo_m!yp6o5cd48P6TVh+}!fCw4EtaSS(Rd@vm0A0H?iJq1a%IxZv*YyL651jc
zPTwtVu|zG1z8k(aQT6Y+*LK6#CZd{W#_75xuthGMu3Ow<iCPd{=X>MZay83c&2pBB
zqMxp2x#XCuS-u}W=?@<Hd*fbbbOxoVPoT6WsyCuc=84j2L#%k!Dg9s+4o7}_5U8Ht
zjXTXp&AqVss225qIlcd>QTTKu1~RZmQBD`fz5bvT;y@4O&w8Vv(+dZ~bZ`?#(sx(0
zysFsZ>Th%Xvg2KUTTZ8&%_6huYL-K4zI|?mx%>ME!9W)TR_o32s#?DLoSEb5mb<#;
zM^d-k@ZC_^!K2FMlWj^DEyIATU9Oj^gvWn+?sc`xUF~vLyIhyUR*Oifl&3DX22LrE
zt=lszWoxMHFTAd~+U0t(^2|}n)MU;GzyJHWYnS($!AMQtOr7-9^U$txd4KSLO2&Jg
zp%?VLU_9#Y2cu5Y8}<8LZ?qSTye58cgx+`<w(zS5cd1U>RW9duMOV4}#`c}c&8G(g
zrChFZ`R(2)9Q1;2<(pBbTe&$H^qDuVayc)&dL@2AUtHz#Qt2oD!(QKamCH#4UFGsL
zMRb+RHD_Gqa={9IMRGaQ1v~VXwiwwI4gasG2KaIE|B9&QnQ{JKdI>A~#p$}mF_x$W
z@&7V%rN^s(&%MSQxzgjb^DH^Nw}iLIh0}YBTP#rvqW4Bjhgku9?seXX=`iW$*>U=A
z32l)Jr|%ZGSfUn0-&0TV=U(HD><q4Q`LKU58h+;AvqW|F3#aoI?-oqwjYw^)0QlUi
zyb-Bw5zh1Dc6m!|i(EL3x46X;wII8^Q3u5+0Y3NoZqz|B$mY3m+HQ$#kqf8o7PnZU
z7DU^P{oN`6KKJ@=?C%!gJU>q3EwL?f;WXaj7E9EEXuNSU=PH-G%H>Mb-6_0a#DeL%
zVX?F8f6x8)ZdmMW%6W#|{%&njMK0X_ZgGnxYC-mQ<1{{A{d?}U-Z+hq)6TQx^xhKQ
zA{S2YEpD+yEr{N`%H@cV)pM$5+WFcFMmWu1WX(4$_C^Wtx!>#!i@iZMYp~nrEs-s9
z;k4c27E9EE?DNJuy<Pu%?iJp6r?)BR8FD&r32u=Kr}GxKSfUn0=M9^ER0DkO_5J^6
z?|q)+IIeZE8Uhr6A;BLaNM2GD*^jzclyp(u(}VdbOEN(am%_Us1p|~24&8UD>hA36
zdg!TcR#gKta(L&B7q%A;d*=vm{2bwxS8riQc;|n>_Tu^3UfD~BcMiwf`D9g|s&lHl
zdOC*~usU@{BD%9GEBn+r-<O${nUx>eO}VrhBO_dAfVD{o*O|8vQ4Vsw&;Va6t`}Bg
zWQ6Msur>+dI`bAH$~~@^8sO{1_0npLjBuR+)+QlbXWl|YxySWV1ALvhURsTj5w0`9
z+9ZVQ%v*>kN4QQ_)iMF_#?zgws%3^_e1!1~wl)c2Jo6SJ$`QtsQF*Ta-FV8AQF(4T
zMo2i%fNPTw&NFWzqFm%W)&E{E&Qr@VLc)0lT$_Y&o_Pxq<p}3V&z=c@H=gpOXU`1B
z_z2?}Y;6+4c;+oclp~BMyIfHP@WvCK>~clz#^?y&8E9=1!guB^M3f_ZCu?m=4e-XZ
zovgJft;Wa**BM}K62f)nEku+fT*rIE+Y;q+Q7%VJ*nWy~dG4_V(uMUZ+1IDBO4HM6
z9BQ?j`g|{XQ~cMsmUyloeogCSX8Pfq1RPj*csKYpqFmk?t4ZfEh`4tisze2Gf7H4C
z`RxZ^cfM8;3SV{Fm6!GkcNQ)dMd`v>gAf$%BlRpvPsge=4f;=lBQ@xCjz)d|u-)Bi
zi>CS<z{F=clfEQE(r1x!1)qs>Ik@#7iBH@8pcjlg<FMB`IoSJVZ^xe`t4T}yVKf~F
zedWiqu}b`tap1EpOR*+gFX8gx#rj5c%U1(eXOtd~4T2ubha?#VvFZ#aeOu7da^IdW
zSEYUZqr5f8)Jq#EoabF`!>fRJ{Bn7G!{2xdai8b8j7jndow3W_bx(^z+x~69wb>t;
z(aBj?%9hWaGMBJH0Z}a%)$;b1zcVb9j=jZtz$HdkkwW$^r|JY`igoXoJr~tzBzrez
z(Ig%yShlBIk2DA)6(_l9{M(d>OU0B8z&%8`S1(|VS-l$rrKXAc*6+4=+gsp@{hfo1
z{6!A<BC6#jJkT#I!2mPYg&ohY6jsb!^NCTf5BjoLpAq7BM#-o*E<m!q(>ojtyMZy~
zwc~W`Z?|u?yZ&DP0Be-@<3S8?j?ySj{H^wOd&l2aTYJ6!tpju2d($`@KZw#8ir$CI
zcl!Im;hx$v8Qx5KPyH^O@>Q?Dv%kNCk4PV;>KM9Rsq#lb@<fgG&u?#M047{sB}O%&
zSsD?n4E}a?)$*t2j?Qt3xw5PV7S~Wkwwf<LFvk~Py>Sh0>Jn>;@h-32zjx>ESC8)2
zlzZO8o!hz4I7o{BLF<W!AnYDaqSj<+B$8WS#KCmbdZ?boA&kzL-+4&JA4IV{6K=23
zAJ4{VK#1Bn?x)0YHCLQY)xhLlEK_}F603F=ty7cllZB;fJ@C&avuJQH8bYHM^|4O)
zxHkKpNi+yG08GIj)aHc3O`adu=DGVc7@wU<6w8aDyb=+jSZ;t*e9Uc3R-AdkU+}@}
zivJk8moYZKSN+GCFcLETRsV4~P*DnWDyq#N!Ldl^8Y^ftW7UW5razkwpb5pA^&S85
zahN1wbmXg(=_F45F^pI)I6ImgEB|;h&;uUE1LWH9c<$Oa{KwNEPQzgA4?{H`kgI0V
zEP+lh%pxd%8l*6f5aHR^GHvn`IGkN-en}L|%SKuh%j*azisgl8WEaKE75I20d!=XY
zz|OrRYeC4muTuMaoz{JoR%2vj-B(eC*?tkOGmjyn9N{|IBfYBn-FU{6J<_YTW0ZvV
z47@f8;XU&fBFYiolXp3&@^|AoPu}IAc4Kse?+mmy3E?~Q79z?KzLQ-UxbAo38Bca)
z;Fe>Ag!2rzHVNT8^A;k?5zf~w+G#xH$s5{i`5(qd7|&p9lMu!;Zy}-_VLZ`40pj2?
ziN^Dt=${a?F*d?>23ebgu$_4e5#<QmN&C)(zZ=hY(!MjpF+Re023wniFrIk}5#<Qu
z$;_N6mWyJ!fx67XXO3`;>tw`^>wY)Bc_$-w+;WVNwC}8uvPnq$&b)<)a-@AHv+-5c
z@5Zy9%*I!3$0!N!8F+0H!h7Z|M3f`E7sYaTA*+a~iL|V>%^V@jcbWNQ#GXihH@>ka
zBlg5>WU#dJ46-%}VLS5{BFd3=o;=fY-S5T|o;=fY%P~U2c?MjYgm9jD3lZfA=gF9T
zsr}t}zUNkVU<a;FX*EVhxXu7;lMt>mZy}-_<a(j~y;fW=tj5R)*BM}K62f)nEku-i
zTrai1*NN+;)fgG!Is>dtLb%Sng@|&G>!tShI&r<U8Y3fIXMnXy2-lgn5K)eBovf;5
z!rzUjJ6ToB49EBg;~8vi62f@qEku+fj3=Y=T=%>2lqaL|+;WVNaGn9zCLx?>-a<sV
z$a$*!y<VKBmScp3^9;B)3E@2R79z?K&Xb-!6aH>I<w?(;8IJK0#xvO3B!uzITZkw}
z7*BS&qRQWmCp_8ZirS6Q5xz6f+9ZVU%v*>kNBB<G+LYSgjb}SqYg1Z{krA#lz}h5)
z>&#n-C`Y)C_lCD6ishnMj+n6h6vgt~W1?7ote$~Pw<wm2V!0w(;-Iy+eTXXK?LiM@
zD6_xktR$TmDk|@y@~+kFFAis-SPo44hk2>y=cZVWJ1^#h_Pq7dD<52>XGE=B)XG5{
z^}DN;lQ*aJrlF-)dF6!RAR7!2rE=5|^%ivbbE)i?OO0I5J6nF(yFQIoCO{lUAUx=S
zRQFXb*L|iyaW*jFf#UX69W#8c_q<x+V(*Qra<P`(eHShzn@OyuZY)aWqEx;_{2Ci_
zZxt2nB6E!#c5!~GE_RV?`4_C$M5(-xm0u-BHKAD=5v-B?G*g52<M3#df*5-@lS&UG
z&`|G#9IRGy_2I=?pY3gXu8WG$<4-Tv8!xied=a(s)6HDnx*~(#t~w0-jIQ=>n3Jy%
zVQh2gLvpATd(H&CZ=Zyyxw}}-JIi%Hj8qVZf6i3eO`%Iv!t<Xq`F>IV<N29({vm4R
zOC-%jtz6W~&oi}ZIQYUpM6KNOM6JARoJ6g>j)J0AUU)`!P|RF`k4UmldghLzgL^6I
zJ%yR9BF)dvjjhyYWltsb*)FH*B&|PvV-`)~fr57zeHhS71Lz{hNqu%iIa%{n>VB`&
zny=DojKq05Cc<^$dR)&IH@HsrN3SY=H=glifAp&D!h5XD&;2QFJaZi)%8|96<UJ0m
z`rUZWllM5N-54Ed=NV{i62f=pEku+fd?!0HaLw<=GoI|oz%9oJ3FjGbZ4$zH<}E~&
zBb+C1XT#%vKS<5ZHlFh2?QCW^#zz>>U~7{Q#xrjrq8wrT;)QyR=R46p(F+evgfKS3
zb_Q9Sgs`1?3lZfA+e!P*7DhFm@1%WahGTq$@eH;$31K|*79z?K#*>*jQ7ad<aszdl
zh0h$}7}v>&9oPJBeDh95?6~C^A!*-PBW072_MLeP5#>nxPG;k)ir<ZAJ(-QK+Ky2Y
z-ZSvpB!u_OTZkw}crR+@uxPS~sfo0#zsnpU%y*gjWW=7xemB0cCnNU6Y-F&s^9-^!
z31K_)79z@#cAh-bbItF@6P`TNbIUP8!g&T<n}l$lc?%Kc2<OR|eX0B1c)sUWi&}Y_
zOr~k_YyT?-(eo#S>&$l!bG^|0UMsE_R%2wOU1xx`NeI`Ow-8b8wd<ws_d0RCv>GEL
zTxWo_NeI`Ow-8b8alO?2UMH@XR%2v@>kP0q3E?{P79z?Ku9H=@O!T|)bSJB7nc)~8
zVLXGaO+pyYyoHEzgz;olo@;(Lp7LZ=o?DI)63#Q=+9ZVY%v*>k7dcNgzt@ZN)N+iF
zaGn9zCLx?>-a<q<!g<oOXQJPYr#$J|Gs7`H!gvN-n}jf)c?%Kc2;<2vS5)=8@q{P4
zTv59*I>L7bTAPIMop}op<p|%&TANb$yYXx%Yi&xaF*3q+23VVfaGiMz5#<Qi@!s&Z
zM6F!Z$`KQ`pQ2Wtdu)MpVf_Z!T%NE#-;3TT`?XXhsXvT^TzULTX4y5ZkO}|a@HPoJ
zu<r0~@M}b^T-3@%t^8=z_Yd1$kmECy5gm0mbks$y902`~7p2L~wlu@WX1(;vhZpM`
zQ7jk5^5>#hPG)p+)|Hy&bEgaw*`R=^mWyh6d&}P$7D~sWS}v;PqFV0n_J+a!V6SH?
z&38u0s5kbz?cGe6dwZvMI2d*VbN034bnI`pZ?(JrUjG1Vl=tI747zhs8pR1ndT+OP
z{B5<h*X!RpFxR~|jnnjW8b@giMeoDqJN^COa8K=-3~z#*p5KL2zUuXN_V;)2LFB_!
z9fLM_s{GNCU|qCo`7hEHRm&&1^S=ER#uKHcAX5g^hhKvKigAo0d*zGhm5W|EKD$=r
z)luR6bgBjhHA{5U|DfV<cxv)3mSg|?(f#&klUX#l7Y#vsGU{WE@NxcA55uETS{k9V
z-<d>%FbyY>DfolhoRHh(St3RLG#H<qN%YD^ulzids|Hyw{6qB0MXww{S2XpaS6)X!
z(JL=JBYP-ju3&>cdP4AJ?{$3wCIqo(oV%=G*Oh@%(?oq+KdpK7C=L^qrYfIc%zh%9
zV7#6emHk_kcNHE~MnP|^>I+<FLbIom`dbve^0ERatG-09Ty|K3>Y}JDoLGi&F<d7*
zq*pb+8^6wz?2uly9YcSf2NG%Hv!+(sc+&46mC1`<eswXtCvS34-S5V8p1jFH?H0Z>
zu%0I&d}m%mL^-m$o9xNJRlgh0c(Nx0w;UrRZ9D_6O+q-&yoHEzg!5#{4wL<EJmtyz
z+01Z^k1(FW)+Qm0XWl|YIl_3NenN!58_##5enQN~*a+JhWNi|{cIGWalp|~>?K@i|
z-*~>0_MI7y@e#%|*xDq7@yuI@C`TAi_G1vea?vX{P#3-O%n^=pos8IV)$hhP?_|V|
zTaFQu_MJ6SHVJ9pnYR#8j<oM&HomI)-FViM+4!pM7$xC71Fua&c+b3rh;oGYqE`+J
zEQ*+#NXt5$%n`zTmzhsS?1}Jq;~RT2Vo%IQ21`57AZwElwli-bq8w@G$um7y{cb$r
z$um8-93v#0XTY^d2<Mr%5K)eBo{ZUxUb&3f8>q{eedY*<xn3xLH@<BrZ_XVTR%2wO
zU1yDxO+wmr<}E~&d+mCu{Jl<GFRjMN2-g{4Z4$zD<}E~&dt5J-zt@TDrPUZ2;W`7X
zO+vWNyoHEzgzIEgEtCCjJl)BvT4p%LM;OmwYm*ShGjAcH9AP{emFKG8ji)>rmFJdY
zgoN`9xHbvlJo6SJ%0<po)$jG<JhdDnB%Ei!wMhu)nYR#8j&Ppz?3wI$<0(&i_RMgM
zk1(FW)+Qm0XWl|YIl_3d%N5oAZam@1E?3lUjE?Y~fz~D=d}rQ5L^;BDveu?l{%$<m
z$^3h1HAY6b&H!tZ5Uw+CA)*}NI^G-Jmgtp>UO8gI_EYrAbB{T(QMTxn*Ta9KU4Je=
zbCXEbKAyx+IuBK%g1A5G-2VLbgReV8NvhMXytIc^arqmfaE&Tqok5tSex#ly>FHQ?
zra}KnaHIykj;Mmy15A9DQ|U_!Qm)`L(JKeH{*m~!-4A-fxHArWos)yTZ}xWlNwS)x
zv>!$woY_}?JR7UTKN$ypxib^igX<+$-oHS{h*J4#u<DG`<FSFygZX%X^iixjgGt{O
zuC&~@=gU=TU;ij?$1(NN21@36m)r0XARfP59^ddc-a^plc`jp;e1fXeW$$_>v`UVy
z^mPNS&Hl(p5Ady&Dd)#cW;PHY8s(@T>MiK*>)>AkIWK~NvxSGf>(dyNyFhw4j8YYQ
z5ZbHoA1UKZY2s{9!t-8*3*ir;<$1M|#oilL&0;M-_AXpXHj-FP*H|>lMWcL)?6s*x
zJZ}~K>mu{(sX9qP#k&hK+^VZ~iWBC`2T@hedwa{@-yQ7tyFC>2u3l43W4-pnUXUn%
zr@g(E$%!8X2U{lV4I{f(NR99B6tRByC{EH8q{KlH94-`%@?{ah8mXPGs8N1OC+^O7
zRS|Cdai$8WYe~^6pBx8i*l(qi$+(q{g0$5SqE=6}W{DcW(H1O_0)6exeAJ@#MI1~=
zt%vGa9HuIn8w&wHqpQ6e#`~|30S|NNLvpCp-M%x4Rr~fyn3!CP#k{jz_rnN=RKh=l
z>4il15{>Zu=S;D`sQ>Z&OgsO$7p3NkpPqe%XqC@vsNWl?C=G|9?$2a@KUwHUEw}z4
zh=XGVJs*sHeb$F+9Q4%q%V26sT?{5&>Z4IG#je^%wZHx7G)jXLQ&@dArZc}d+waqG
z+`b#f6TIQYkj%0@$ohNcSBnobu27`E|1U`AOG%tP*?>iO=sXjv-`5S{gVz=RG4v|p
zz}Rusf1F7oA=6*=ABP!g(@-H4e+0)OoofsL^<&ka!~=ge9RyGTnquDZA0LNF5=KY9
zI+;%5)E~oG<$|-L$+7Z}Cj&jyF@J4%Ja_FI{^My7r(rPmfk@*4xoQ^aD%yvK2IWr!
zko}D#Jo}peIGXq;a5%fv{L)9+(OIN#;V1&B;DP@vh$C(Fa2y=r#U}T;KhV{(K||(3
zWXtoLG`<);LyWg*m7^y-**`IJ1wJGRp)ZKg?5Tu}`sg1lDv*oeJsIySRlnD1#aC%H
zdg?qK6XCjWJ+9}T8=A#rcl4^>cjFmPc1N$;F1*jU`(6H#HlBG85%v5!?cZw~Pu}97
zn%|A*Jb8<Q+KthXcAkOOCLw%h-a<q<!gsPC16TZRJmblJ4BT>zkZ_&>*CrvHXWl|Y
zIl_7JZZ?zrZan45yV=ZejE^v$!PX`rjA!0LL^;BEqI^O`zZ=hYqI^Qk#@Gnk8Dwn|
z!gl5@M3f_JC+$0v{BAtoN&C(W$M^{28EkD5!g%H_M3f_pCo^;98!?Tidv0|H-s6GS
zD{x&6Mn<^K0Be&Ft}|~Tq8#Bm8L{Jv-;L)x8L{J*V}ykB47fH4;XLyeBFYiYliB#H
z-go0!PiEt*wqulp_YAx?3E@5S79z?K-iuZ_ENU!bY9cM`?=nXS^Ic{>8L=m#-;HnV
z$%s8M8yPI^JcF!FLfFo{g@|&bohQ%qT=Bc{geTAR+;WVNaGn9zCLx?>-a<q<!g(@g
zFIwfIRc@dzZ_Z_oaG2|b>UZPYb}~OFTII>F{jXSabpC|2>&$oVa=ldjUMH@XR%2wO
z56=K=lMt>mZy}=G>%*6--|NKn(rS#1aGe3xCLvsB-a<q<!gaE$mPvj$p6+B-Ei)YB
zBaCOTwMhu$nYR#8jxe5#%5%l<##5e*%5%#xLc)0lT$_Y&o_Pxq<s#>);`e%So?4C(
z63#Q=+9ZVY%v*>kM>tP<_Du4-@suY$duBMsM;OmwYm*ShGjAcH9AP}!<%&uNG@kHe
zmn&*FMo0M0Kx>l_zB6wjq8#BnS!+|Oem9=&Wd6Oh8Y3fIXMnXy2-lgn5K)eB9q$cq
zOSH;Gs~j<5`zc!GxyKfW7uIip%>@eU^S$VevR?xgmee0=`JiVYwtXeD>>3Ce>i=(e
zn*<zKcX&7WHU4N8g=v1}Ww_>2b|ok{7JtQ+?^mw;b{6)Z^hc`yWV^in2ldxq%ohHI
zos}=5Ro*oo5fyb&QP*nm?LiMJi0tn<D}v{RHW6o{RSvQFW?riKIcb$MnaUgmp0{3l
z<wqCn9MLQn&2rrx`_7u>WbKC8YpB#MpFd~F$OZ;PyBq~EMY|mFkrF{-{mhVQ0vBEW
z)kLeaj=g^7c!|rl*NIr)m_;BXsbJ}z51Zho0qEIk?Ncos|F-_Xzm-I;5#e6Fj5U_$
zEz`3uGMyo8UF3Ubl#F`gLK=H}r*}9Qc7x))`SRLvItC%{TOj1U*FPu#h}qt+>Ui(?
z+iGjC*S|F<<Ne+=PC@W8j?x%@bsq}c>F)=Jduk60!_Ruzd(5$-v^{1Q?ea3RivxOg
z9M242ZPZo^)+#ZoVdPSxAs@GBRiSm?GuihrnvR1$NW*GXS06UM^s8H9o%cG#UQr=1
z6``W8Dzepl`GGmU`09;oaC?`EpU`>ney`lWcjxX`kM7o#d)~vH+p|>5j)TB>rm7tF
zGac{NWM~AFD>CEecODW6=T?}sK&L#&3ljbEb|#CSJ4p1)4Pbsu08`4$Yi01eCsWku
zu2&it{c_PS$C~iGRo(Nt4n?&^zg+aoHKr~>m%4rurr9$)7dr_e`sGEPBYP@luE57*
z*@Y!@N71Cc=&9O^;XPReRw{w7(<-piYK)Am0xPO8+b_a(<}pN+Bdfs3j_Fkm@WwNq
z?3iA)9it??XW+F-2=AG<5K)fsp1j#Xb-)|XdGcllwHu=&d}pAwNeJJWw-8Z|@SV)%
za~1H$GoI|xz%9oJ3FjGbZ4$zH<}E~&Bb+DiYcm<}##5fWugwg{_z2?}Y;6+4c;+oc
zlp~BMYA8eqyzzV|YAD2PjE%6JLDnWAY-ip=L^;BC(!Mhp@W%6<wC~JtjE^v$!PX`r
zjA!0LL^;BEGBZ~yfj6G+WPgUzYK)9<odMP+AzWwPLPR;jbuwbdRlpn1cQRtfEyoB6
z=NWKq62f`rEku+foF}vK)fXNb&w4T&U$q^hB)n(fwMhu?nYR#8j__Xe%i#^FBBmzN
zveq_pgfQP_=93Y7A_U&}#-5DW6SI-Q(#|u;+9ZVS%v*>kN7{MvOwU!o8&7!hOwTRH
z2npvIaBUL8dFCxdlp~xcWA>t7F8bvL>hk7X<_L$mF8bx(k@uSSriU-uvr7I2Bw%~A
z?C+YNj$#!I)W96L>c?p^nWnHiRQC6V|13;Lcu@4q%iU@g?Pym2j(k%$G`{e+WJ@LR
z#`ojNTzqLY*22<<H#LI&hxFl@&k#}W_2Ek;@O9#PX*EVhxXu7;lMt>mZy}-_;W}AW
z%VfYCPj|AamKl!m5ymsv+9ZVW%v*>kM;K2=<+%!Y<0(%@<+<e;A>lj&u1!KX&%A|*
za*^{?1$@0YPc6p?3FjGbZ4$zH<}E~&Bb+BadnN<kc*>KWJu@8RBaCOTwMhu$nYR#8
zjxe6=az%B(8&7z$%N4a7qa%E0ptVT|-<h`%QI7DPthFhXz#GqYGACDBjgb+qGr-y;
zgzL;(h$u(6j`xPQCHm!}Uyhit{S^K3++)pFxnN>j^~;b%zq}s)qF*lh<)7bv@O6ji
zcy$J0lKPQ)mZYa+)tLr;t?NDLb&f`T|FGQ!Q9c8xCTel#rio=XYV@LC4yXw(PNI7@
zrK2`j8?Tpwd3fRO5e;+EFn=x@=8JYsDOJoDoi&tX0|cUDUdTu<cnr|*1YGi7Ca(r~
zXNwbi{EYw)guJhEG4C_wi?hKB&wCXvgg<=N_q<wJWABYr9fNvss{B!qJW=DZmg0RE
zE+rdGtfqbJu?G(Q>!M>WI_ASIY|!y@6^(4n>(z*57w4C%W*51Zf5CdKUc7#pX8jo<
zUanC8m#SmlO;rS4a6b-@M(GkA^CK0hI2eb2#>)2G7Zwn}N^x;*Rb;FAB1-0`oB6|V
zMIyajbr|>=UG3d4Cto4Y(dN*H<WMP*or#IxJ_+%i!%ymS-47!b#NnSa1$R^EV%cb-
zP;T=5qQ2Ptj3}8KPl=Lws^TaZx3zftA5<I;PmO0jT8N?Fr{TDLH;yN$^1c|7S+)nU
zN>eP(l&Z;7(5E=|{eD4vE+ui_Sb~SnGwu3)-3-29ElTF1WUetNO6GM;6eaV*GqSs4
z<_dgNlKogRcVP49$Qlu{9<0;^U#In8rPUaj^K?vv>%#T8e!;}0r1!M`?A&;2eO5LC
zQJ?K%_G2OA{8csZ#xtJmonEzFcwcl`&ih5$c;-1olp}3CdB=k)f;XP?<Q)%cH%3R=
zc?MdWgz%kt3lZfA-^p$bTo1hQj3>J_aLX}5!g&T<n}l$lc?%Kc2<OS0+e{F=@suZT
zZZpF%KEikgTbqP1o_Pxq<p|@6E((zZZ#>_LE($RlV<T*5khMt&+nKizQI4>kwC_w1
zyzzV|?K?9Z<0Fh`u(e4D<C(V*QI0U4%*>UV;Eks{*{Pwl8Y3fIXMnXy2-lgn5K)eB
zos8IVJ@Cf!os8IV%P~U2c?MjYgm9jD3lZfA=gDk*RSmrHtS7VaRogL2!g~f@n}qP5
zc?%Kc2=7J79A0!NVrn8S>+dp02=iTLJ{hqmlHiSR?8%5dF&h~y?L335O+whtyoHEz
zq@5?v^jr_T@q{PO^xSfckZ_&>*CrvHXWl|YIl_4|W-m(SqGWEME^p3dj&PXkqGT>g
z<~iAg>yC51)C6yQKc39RmsVpfEPZ&>I@^CpAD;OP5#?SVzSIO?C$5)PV`PNu46rr{
z;X3mcBFYi2lU21$5WMkpC#!0i;TRubJcF%GLKx4yg@|&5@nlq<>w!0(@?=z=TaFPD
z&NJZJB!u(KTZkwZIZyS#*NgMia*U90o&nb;A)II4LPR;jdD63Ig5Zs(Jn7jp!!bU>
zcm`XWgfO0Y3lZfA<H;^pR9mX?geSXPQM)lZ!gmH*n}qP4c?%Kc2;a$Cn^F_J@oXn^
za;4Q68R0qutW83=&b)<)a)j%6Z+KgxWG+hPhzZ+IQ8Ldxwm`zLenV<5Q&^wxMQ@ZX
zO6K+O7bSC1<rXFLZMA)fitX(|52~*0?@J=y{CE;S={!^kXv+0Ro!f5tOq9$a-aQiS
zc0cF^<IXtjbxscUzS-OHC&_9u(|#C%Y;Irq@ocOT|70Bab7GYSUfz01ng8>P_m60q
zuLiQtC_Nq<6g`*^OEL;#)fr6sw&11ZzCB;AN;7>we89>Lz|>0{D4^$EZo?~qc>HpC
ze8b;(3$dT)xr|BjdCBuGd)G6OXmWI=uN!b}_P22Vgi_3W;c0Uz8zc}la}?P17CZ`Q
zF-lQ07d7)Uq^=FIJa4(?b&+kc_;qpm{df=${C<>1aRL(2+wC2HTW#(2`nL{>Jm$-L
z(-;&~r*V|Vez(2f?)p3Z{ors<?NxKW3F1wD7xMV3*WcOS-@(U%BIAl;_n2SQ%!l2;
zIAd`@&yM4n;j4|>YQb71Mm0k7OZDZk>HFJsH8pdxW5ziyLBtihz)U|(*U?!GRb;FA
zA`0fBV4h6khvCsEtq888=K1MV4Gek~%T{Mf>P!WDu|T^P%l>RKiw5_ip^8=1$6m(A
z3q`Ya_B)ek5T@ZIG6sB5n-g-IJWIsMp9a`}UXtl#iYnbdsr|Kk0~Mv=FjQw}eGtUK
zu>!qtRIjfu^`ROEJvII^n3`Mpu-1S_qhN~eTdX;*-S_A;N`n(qSba7YyT#c=!Q6PU
z_?X+MtT^+6zu*IyD42_axrUx7nAZ_d6wC|H$gYZ+E7-8l6_^2d*?V1|fDt9^8Rss;
z&b@bKpwu)`-_}obUOkG#M5U?H<!yM`Pe6GaFuGO#73EzW1u$^e8>{*P*O}1lsigiE
zFGkgvtOF~xz}IOVSZOulMb?3p9J2f-TxSkLL^-k!jO>|SRRM22<H?@sRogL2!g~f@
zn}qP5c?%Kc2=B?e9aIUt@th~`c2K)9I>L7bTAPIMop}op<p|%&E)84<yzz`DyEJgi
zF+#$523(tjaGrS!5#<Qy$s5~D2)yx>CvR*s!!bU>cm`XWgfO0Y3lZfA<B1*$kpgc#
z--#XyF&kqeY-f<QNeJ7Sw-8Z|u${E;ObER3d?)QYGaTb1jAyX5NeJVaw-8Z|FrLiJ
zm0IA9r#so9p|lz!BV1>IwMhuqnYR#8j&Plf*l`{3#`B$w*m27-Lc)0lT$_Y&o_Pxq
z<p}4=Y<yJ(yz#6jv+-5iF-pRF240(l@Sb@K5#<Q)m%U=!c;e^Aci`py&fLrU7$;#q
zgRf0On9sb0h;oGaWW=7l*w}c^lM#DjHpWKS&LC@(5VkXKA)*{%J9(z(I^c~bJb9+)
zmScp3^9;B)3E@2R79z?K&XX~FQ7{(;a|3lzHO?I2FxN%FTolZ6vJ2N8=X$9H-uQkz
znTs#2##&hV@TPUP|ByaB^BE$_y*_-Y1-?#PFRjMN2-g{4Z4$zD<}E~&BU~q|YMBst
z<LORT)iT2|KEikgTbqP1o_Pxq<p|@+s65vJZ#?D6s64kEBP5(>z_m#T=b5(<Q7&?x
z>VU5o=c(lwA>lj&u1!KX&%A|*a)k4wXU~Md8&7%CvuB25e1!1~wl)c2Jo6SJ$`Qts
zU9PASc;g9AcDbT<V|0Y?474^0;XCsdBFYiIleIRb7I@>?PUhrFt1&Xdbp}|Qgm9gC
z3lZfA*YV!)wnV{P6wDD5wx6P4o_lP8Y+?Q8^P*s`o%VjJlGGn+v7%?7dhCBY3;R#{
zBh`PhoeLRU1_^^7WI_fn6If!c<z37c{^Xa~S5YuWslrPj^p^i^&uh0P=>#-kk4Am}
zu-)APCB(mU&FkD#;xp8I>kL9*eWacx>FHRZ8v39|Fk{fwM4yR*IRxh)=4t<Y6wJvB
zkp=^6rd>X`NY99Bxu}+Fov81uT3&f`y3{MLoG=_@g8`ycjv|<%RF3#aiTrS(16*{|
zy;bCo^Ul1ML3>H}F3XE+bdkLqvuF|zK-3i^x+kDH8b+DksTPWVn_j<EKp7huM7a0E
zUXUn%r@g(^hX45o!NC^h!Ot5;jtzvqce70UI|qF{iJziWKAdyhN-#hN)`cC<uM}3y
zT=R)huMhgNSf3H%<r?&VsY>N-T2=V)c$hILjHctDul#s6R*4V0;rRST`SV>>L>(&=
zrVLorQ$@C#FR046`09;oQ2HfOUzK&wmHYSZ-2Lj&-I{XGd$@CZmQId?R1I30igMTw
zv|M#-GBjG*tuNwWI%+*s&*Bh9Sj_J{B*M<EFlhx*E6589`>k{`8Mo3=khc18yr){T
z1d2~5Em$NK4n?mVpIt?-Tx)#a6}|Fk9ucBfUaiqYuN*w`j{o>LOp-7<@<)?n<sVN5
zx|K7&B4@+n=_F45F^rDk**E;h(;!a6VC)Y=H6Gw`xM~*ZD%wv^r^=rOApILhc=k2_
zaWwHy;Ba=S`K6DtqoP-?-LcN{#uq#3A$sM8E}kcP<(Vt+AxU;($lQU?5{|3{A*;Sh
z<?nS`^;KGpk&#tjMHOcIMYzs9hKO>6>tu)Ys^)j&8BcaduiB1L65ccL+9ZVc%v*>k
zM|e-(<e<9WjpsahlY`og(Gk8g(Ap$~@620>C`b5C_GI9y-;HNH*^_}=ju8^hGvL}J
zg!9Z>h$u%mPu|aFvfquTJb6Ex8IJK0#xvO3B!uzITZkw}7*Ce!5#jH~^PQ-l5VJ8h
z!gdB(n}o2Pc?%Kc2-`{f&SbwE&v(+kGs7`H!gvN-n}jf)c?%Kc2;<4jT&eusc)FAQ
z7)q-#GQxERSet}!op}op<p|fwh#gn`Zam+~h#j{aBP5(>z_m#T=b5(<QI2q)%*IzW
zzZ=hbG8<pD9it??XW+F-2=AG<5K)fsUi8Z04XGlgCepIjHgkk9-(}{L5qq-FMdKTL
zGGb56Mg~he&me1)5VkXKA)*{<=gBiYf0?=QgeTAR+;WVNaGn9zCLx?>-a<q<!g(@g
zFM8#oS8kv#Z_Z_oaG2|&S1x+xIoXBlj&r?K{%(9fp3KFUR%0zJeR$J4+kZ$Op7{(B
z<z64YRQ_Hku9sG0WQ6Msur>+dI`bAH$`P)URkcj^yYX}<t7@6y7$0FggRM<M7|*<g
zh;oGSWK^E3em9=-WK^D8ju8^hGvL}Jg!9Z>h$t61PgTFyi}TcSjF51i0oNuWoM+xb
zL^;BF(z9o>-;Jj{>De>GF+Re023wniFrIk}5#<Qu$u3t^_q*|gC%arxyD>V#cLrLU
zgz%kt3lZfA-^p5=Qu({_Y$tParPUZ2;W`7XO+vWNyoHEzgzI>3cw3@ZE_&sN3ENN6
zE6+V9dgVrSd^C%~wA35FRIfKKdgUeAuqrN(G*PWNw@xfWwW{^j-j--S__{-6{8ovk
z=#>L%zPTt>ZvK80)`eTPKW8p{d*OBF<h_L_)rsnNP7e0I+1v3a$!hZ0Xr}o*T3E1c
zp?<A~r>K^%7M9K^Jsz8wJeZG3G74hV8BDChP0L+?FqLNF#k@Vo)Jq$$AX+ZB0ql7E
za(R5i-*}7Xxr|Bj`8-t1$=VIWyHdD({+#)7HZUOC<)U2<s@^-pQk=R*)wh7|N}|=7
zCZA}R_YMccZcw<+d|51YUF3Q{9>gHw9;H#7fFSgCd&l2aTYJ6!t%D+u`SRX0PC@W8
zj?x&!*Z139f2Y469PX*TYR)&4-c!E|d3@FD@9gjIbgMZ&Ow}=nPN&Kr1<4aN9{bzv
z?d?pBn!*DwTL}i3S+vU+#_`PX)kbZ#V676Pn$Rp&lgCEy7b|L)m#_ZXUx5%R1jQHE
zPerzxFQQp4n&tS+FPi0|S?+lsk#U0(5u#aMtw86tCaY$6QE7bey5c`pCuxk`s;mCv
zOd2UQcD(984hJeq!!#^J#eW3HBAsijpnnsq{sekhv*`eOJE##(bjQ`nobEU|E1Kmb
z;Mf!Jt_+l#ChFUlU@tpzo}{iG#bKgAmpz|Z$R0zpnT6{le{t<q=!A}f-dNQaD4ONO
zaqO#TmKW}jeH1fSut6V9z?Z$(^$8##_Kb6v6$BJQd)^z>N8<X*h&`3mXUoP#>QCR8
zMbI)Sc!SXgEub_ABNZq0+4GQj9$EQSs(-K3%CFLD#GkDE!r)qe3fGy-5K)e-{35%g
zS9QM|&v>#+dewG}lJK5^*CrvnXWl|YIl_DLHV4)IZanA7+Z@zxjE?Y~fz~D=d}rQ5
zL^;BDGJnsNzZ=hZvM&R-93v#0XTY^d2<Mr%5K)eBp1h;Yq`w<adGd}nGaTb1jAyX5
zNeJVaw-8Z|FrFx&5b^KE^PMQ55VJ8h!gdB(n}o2Pc?%Kc2-`{f&ZNH^&v(+kGs7`H
z!gvN-n}jf)c?%Kc2;<4jT&e!uc)F848A_`$GQxERSet}!op}op<p|fwh#gn{Zam+~
zh#j{aBP5(>z_m#T=b5(<QI2q)%*I!BzZ=hbG8<pD9it??XW+F-2=AG<5K)fsUNp-^
zvz+0ZB!v0I8RP|kOYjP6{aV&_S!+v1?1}hy;~RT2Vo%J*T3On823ebgu$_4e5#>lb
zPoC-d&NhuFJb9+)mScp3^9;B)3E@2R79z?K&XY0wa^r%=^PP;@msVqBgzF5jHVNT6
z^A;k?L9UBtxoDQ>SQpLm%n$Bzy;T2Rr*^%x8Y3g^I%}M464I_SZy}=GYu8Kl?{(sO
zX*EVhxXu7;lMt>mZy}-_;W}AW%cQ>>Pj|AamKl!m5ymsv+9ZVW%v*>kM;K2=<+<{A
z<0(%@<+<e;A>lj&u1!KX&%A|*a*^{?`Fp)MPc6p?3FjGbZ4$zH<}E~&Bb+BadnWze
zc*>KWJu@8RBaCOTwMhu$nYR#8jxe6=az(Yj8&7z$%N4a7qa%E0ptVT|-<h`%QI7DP
zthFiCzZ=hXveu@w8Y3fIXMnXy2-lgn5K)eB9q$cqOEk+xvm7yD`ze~`xyMAaTr|sx
zGV0?={G{_xB`S#fqt5NmZ&&1z+a6c*!K%2VpD2T)O4uq|(z)NnXX3Lb!I5eYdhmW@
z_V=X)DF<Pa`jL8;q^D!mnFf7b)}Yrp8uk6dc6Y1Y1xclhsinHF`5E}YU%Uj_&C&PB
zkGJ9QY})CCkuJ|<xT1@mJ~=YU&U}8z(8+%rFV*?c9CO{dKi;H2*bjQa*c7!ujTtOA
zC;vEiRc9Rbo`WoR`Mw0+(R%5X_b<>fqE#+h<ys}`vUeS-n)&_$GN$fx1Fp^f$Vd<H
zt*puTag&)11c*ktXq1aaIcO__#P@Ed$GyLEfK9m}jOV?36enp4df_1Qy#?;t?G1zd
z!CtS(V7|OFN=ChLQPlR1Xq4xksS(01{I^sQyU4Zt3)X8t>;;MPciP(!DTviUaIj@A
zykT@SivW>WpAq8akzFi0f40{AUyMe1@%rD&8s)_mMbNQ*WNLtV3l!aS;>jX+^$RL7
zF1~u>8WeDem4YQ+xqt7@-LD?qtrqwl)1BM1baD(Dxr5dpR2&Y&evpQfs5Ke3a_!{S
z7jZBhwH~TxaabzpJ|x1*tuSc?Q7gy`3j3{eG8wnhQINL!aJ;8lvjmDyCoNbQ6%IwC
z9G|31Md~|~ShaJPw!c1|s)32BiNVA0Xp~lRXVE$}`92}xDD!Cr@Xsc*XmBqYg5G4*
z$3Di#wb}1Xq5+61Pw;u{gW8->xcTuP*XFtVw0P=UlIdg`o05J~ThhHu?Rglgv$H-3
z;@}u0pkq{ht}peW8V5Z!{xX;v13s)Z;L#|UqWc!BifeB_It4+`6H{1yHWs_Z*+iq<
zc(M54qngFx7ym^x%02HR|8X?&XOWg!KZ-!}d*D9{;wX%c{NXq_Lh60j;GnDJW$nz9
z*cW(ylf@UKRg7U5jdJvaCmQ9MEAZh+2z^0>X3rJ%J274i@5wk{srJ22E4@mqv8t7o
zUPTpV`$f3UJcfvRevS9{%5}0UdR6DU@r)<CqE~IlC<*Twcx@8Gd*&@flq0++Z*Neo
z@5XbUyuCr~#^?y&8E9=1!guB^M3f_ZC;KpPrSHZwp6tWGEyoB6=NWKq62f`rEku+f
zoG0&OGpX;!Q=Yt&%?!u*2;&)SZ4$zG<}E~&BaA1CCq(SK@q8zWC&X-wjj)|T)+Qlr
zXWl|YIl^|*zB8%s#`B%D@62$Fk1(FW)+Qm0XWl|YIl_1{Ggqp8H=gdf)t!@Z&?&9P
z$OzXNU~Lk@b>=NZlp|axBX(TryYYM{BX-<!jF51i0oNuWoM+xbL^;BFG8<pj`EESx
z$!vVpc8rqno`KgUA-reaLPR;jd(kKtjdF%>k`U$-XNX2QbH)o#V7*I5>_wwIO@8fv
z^_)T>Y-f%{ygAa&lV^Ia^xgR0J$a_*mScpZZ_j{hlMv1`Zy}-_;XE0$FL$qMJm1Nf
zeQ7mDM!3!ZYm*SJGjAcH9OQbj<;Yrby|5Z1BV1>IwMhuqnYR#8?s2_T`(7ummsVqB
zgzF5jHVNT6^A;k?J+7B(-|NKn(rS#1aGe3xCLvsB-a<q<!gaE$mPvg#p6+B-Ei)YB
zBaCOTwMhu$nYR#8jxe5#%5$af##5e*%5%#xLc)0lT$_Y&o_Pxq<s#={L)!#*1zj)B
zQ_C?z!g&T<n}l$lc?%Kc2<J)9o=JT-p7Nw;&kV=-2;&)SZ4$zG<}E~&BaA1zTv4s>
z#uJ|Gaz*XN=m_5#Xl)Y0cjhfblp}m6Yi&xk@5Zy8thFhv#>fcQ8DMP^!gb~?M3f_3
z$9u!u5{+`vC`U}#eu_qU?lI9Q7maeFP%9ecMn>7+R@;ZD_k3~M(K!i4qa2mhMAzLk
zWTH{NtVM5{MtQM@8jTi>avwH-@{ea@(I^*<^5?EmJ{vFAC@*-(1_DH*9H+Xy1>Jr9
zg8e1$W%8cAcee1bcYPYGG(DZhVFZeu9%$%Zh5v{E?wQiW*`S2yy$Tn?A3oE2-kVA9
zsSi5Y`@ZV+clP&px>%{ck*eeA7$k4~QII@Q<FS_9eHShz3X>mJ^Z48C?d?p+d1p98
zA!m;%@aSL9G=NJZK1fvreG)&`0<K!OJ1ZfK;O7f5Rxi`y(l)%rZ@o^e`o=7p!~+m?
z9r&>6Z5o78rgf^_|2Fl&N@CWCaIapj8vW)i)2%KtogrXd<Xf&}U1VD<X<eLN0b-c<
zY$RdMdgx$|72$!|SAqd%t_wS!Un#7Zx#kn2ULW*ju|6Zj%Okrupl8SN%<$DlZM9&n
z5~G^XER6_O2CFKLmoL}YUr|IGe{^yERAj69A{ynQQI1d2rJA^ClxK9QR}&YF^2KuX
znUwj1te;n{aG=jsJ@h@N(Vk05+&8A+q4P|reqVQk!r52+$Lb`F17pWk|8XXTl$!Lb
z{^M|<qBKlHg__+zf@6`+HCE6?)&k%0z@JSA&|$_b@A!|8!z9sa-|A#KiBo?ZCh3B+
zqsg)Ik0*oKc+s`t@!Yj<_>ZSSoQA>JABJi?AZ5;?nU)!chXv(NgA^VYB0T$Arbd1O
zhqFt~&51^N$*xPs>6krNX&)i57d_6^XXcM=_4zKr16cjpxrea&tQVtIY(V0PMmc&y
zG|F>N;KPw<lxO}ZYKiAYX!ca{qIpkNdX;M5>$K9Vv>GFGo{q^CFZQ}#;vIRfd2f2y
zT_~!87xd+l`JHQiI*L^=Py=(|svoDxWLoqo-teD==?D+Xu8C{Ycz>^4C%d9ob-o+V
zc(N;c)pp_icdnkKjb|=IL^-m;lf1n_wZ0qAdGhuKwHu=&?K}gmO+xt2yoHEzgzsb@
z2Cnqoc*c``7`WvaA>lj&u1!KX&%A|*a)k5boopuc-FV8Ace0t`7$0FggRM<M7|*<g
zh;oGSqET+5D`R(=BZTcPvz@f>OzL}`+IMC+*2dDlGuYZBgz?N<h$u(ecQP|qs(m+}
z?qm;!(rS#1aGe3xCLvsB-a<q<!gVrY$CbVt&v!Cn$1TSQ3FjGbZ4$zH<}E~&Bb+C*
z@l~Dg#<QNx##e2}C<*Twcx@8Gd*&@flq0+sjdED6Rm9XpTE_4)M+oy>W<D9QCt}}?
zZ|p^*TvpqbFUMpAEvoMYJ0H}qV1MDS%6zY@ZOJn|SNd)|;mI>Sw;aPReS6kS*(9We
zXWl|YInuW$WA>%mcjNg^#_UV0F*3q+23VVfaGiMz5#=D)iygAoitB~d7#ZO@1FTI#
zxX!$Vh;onX<%UG-#P!l@jEr!d0oEoVTxZ@wM7hWHQtf-4xL#U~krA#lz}h5)>&#n-
zC`Y(XR@E}8@5a-eyfwoN$M^{28EkD5!g%H_M3f_pC!_LQ>AUfiC!_M*a*U90o&nb;
zA)II4LPWX9d8+iiUYw_vV}ykB47fH4;XLyeBFYiYlb$`3`ffbsNza}cj`0!3GuYZB
zgz?N<h$u%GPj<PYTHlQ)JlW-n+Ktf>zBAC;B!utGTZkw}_)gZ^lxp9NXFFMIQ(BFY
z5w0`9+9ZVQ%v*>kN4SpnhPNde<)TrJn6Uj6jq==MPAuJj4OCcCe;5b3-uRX5<%4S=
z{ipxG;cXIdVBO)};Me%0Srn%Em6zd~OWBp6+*te-SH54l^4nS1f6^bR{*&$U`XAI^
zf3eaXg}vs>M!R~Xn!YI-<>OA0PGZ$L8udk^yxj#&P6HBAPe;wS^;S<enqsB0Z&?XI
zWtsh50`Qx!?~xjz4TopbPA`l!J4}WvnkdsJM<&^s&kq?ohZ&OaQk~zB%UpK;kA`WK
zm+LC=mPDgG(<leWh(@_+l<RKTW$$_>1dR+?^>YKR&Hl(p55TId$@p=TnGFPpM!9H|
zx3_%JDEGVV-ArtKf9C+3azhx;J43*_$hTa{y2!Rz(z-Z(wzhSV^-PiLB4@4Ib&+E=
z+3O<vD*D$&<{BaF;`~xY>>}6lFIcaMM)`2dcxsgx)r4kgMDTfkRmJgg!M*(zMbPm_
z*`5V@4C5vE4^I}kt6xN;Tr|q@c~vyZKYw(;efMM<8<vPh`MpT%LkHt_CO&>Qjwk3F
z(I`K&Zmrg}7nDZPQPC)$MOtS4C<?W}`LiI7w6gke92}v*`FD)~x>_WSGfx%_cy5x$
z7dz1*8s!B6WZ%Th75H!@guWm`v!{~!9o{a6_hg)}RQq11m0qRQSk=l(uc8XG{UTgv
z9z#SqveJv}ieA<EZam}3uIN?UF-pRF240(l@Sb@K5#<Q)$=e%L>$~xsCvR_1yD>V#
zcLrLUgz%kt3lZfA-^o4<T<N><j3@graLX}5!g&T<n}l$lc?%Kc2<OQ=*-YxY@sua;
zWHZAtKEikgTbqP1o_Pxq<p|@6;t3Gvskzn0^PMQ35VJ8h!gdB(n}o2Pc?%Kc2-`{f
z&ZNE@&v(+kGs7`H!gvN-n}jf)c?%Kc2;<4jT&ecmc)I6ScTUDZr?eU)BV1>IwMhuq
znYR#8j&Plf*m0%r#`B$w*m27-Lc)0lT$_Y&o_Pxq<p}4=Y<yMcyYZ|iv+-5iF-pRF
z240(l@Sb@K5#<Q)MWb9a${D^%LYPmSp<mE5f6s04{P()nmW<eoMtRpuyd&>5?@bTi
z7{Oq_s88Gi;hLY0VigS3!2I%6KTea$G{sk9-VlxQl8Tv+3Sv63(b>hUtS8U(T<N><
zy?gRZ&n?HWOW*$7b(FO5%yoz;NBZ_;%)V6nZam+~n0;wAMn<^K0Be&Ft}|~Tq8#LU
zq4vF2TraG~$OzXNU~Lk@b>=NZlzUt+ccok>u9sG0WQ6Msur>+dI`bAH$~~@^n~$v%
z*GsE0GQxERSet}!op}op<p|fws#+%X-FUi_Rkh4;jE^v$!PX`rjA!0LL^;BEGAhrN
zz8g<@GAhq4#|R1M8E|b9!g=N`M3jr1r%K=J#d&HuMo2i%fNPTw&NFWzq8#Bo>De=>
z@5WP}^z5187$0FggRM<M7|*<gh;oGSWS1+d_1$>FlU=T;-54F=I|HpvLio<Sg@|&5
z?_{k_srKD?wv)9srPUZ2;W`7XO+vWNyoHEzgzI>3cw3@TE*j;C3ENN6D9=6S#L|7y
zD6faVXq1cI_UE@BeBJq4MW|o4-g?_P)<r$tCYqvA4ygGfl~V5qy<prKhrQ0p!QMA}
zJN_hDO-$Mkqv<&4D?gr%Rgy_@mus!C9u|#qbc|?}uLi5mC_Nq<_&k^gYBCC91)FL0
zZQ)AGeS5xKm1bha_(+u-fT@=@innqvx8Wr~Jbt-6zTt1Yg`m&#T*f5%gqLier$#yO
zZJ|ba$wM{}AR6VOQ7#(giTYMF%0;6*P5rHQx0^}T@Aihl{$Q_XYU<_c^NU62&(@kh
zQ)0eWS$?%(U9?8IpJoqEejFZ+GT&vco9_g&6}acRsAw>;on`x!h*Ehgn5C2BAPxJi
zbTS#Y(ovAM`a#s{sn!gXY~g4NmPds{Q7Xr0Ls2RhrE<^vh>ZP|h!CanqQW&_Hn8HY
zo_Nt|eC!gXa#1SR*t>L`j_Wmnn>~kfG5abZBSonkJ>iK`dFBc>^m7GR^RoB4J^^D;
zKPY^qzZ8}Im4Q-Ics#CW*wv#rOjMdGUEYS5{REV^;aw*s7Uf+X1u$IK8>{*P*O}1l
zsigiEFNXJIy;rIEy-w@BN~;ksvfhi3$nL9fo%st9<;Z$3vNw8F?Yr@eCwrq;ZO14H
z?-_V)62g1tEku+fyeIE)P{r@YbDq4zLG8xq2;UiKZ4$zF<}E~&BYY>jF>t-_#xtJm
z#=tGd2npvIaBUL8dFCxdlp~xcZ)P*W@5WP}yqV1m$M^{28EkD5!g%H_M3f_pC%Pv@
z^1JbT7o~F1Jt?OOGJ+PwZ1%+4_c~5b+IJ@S-FUu}_MI7yL6`QOHBvSSY2TT*5K)e_
z?__4K)ckHd-N{Z2rPUZ2;W`7XO+vWNyoHEzgzIF)j_Z9lp6_JDj$4iq63#Q=+9ZVY
z%v*>kM>tPr<Ev`ljb}ZXjj!5{Q4-!W@Y*DV_sm;}C`WiNO69Q7vxupQw5+ww93jki
znfYYIUX;p3sXSly4uHSh3zBRlysWIx=zl5cJ*{5{|3<2gVZ)eI`S4o66E$A)BG30a
zVo#pwx!!l<d-vp-o?DKsw)E{;Gi8&I7M^(v5#>nVo{ZU-n%|A*I~lVtt;Wa**BM}K
z62f)nEku-qTrV`g*NW?f)fgG!Is>dtLb%Sng@|&G>!s%RI&r<U8Y3fIXMnXy2-lgn
z5K-=Nz1;tDow#0Fjgb+qGr-y;gzL;(h$u(6PFB^j?FJi9ce1LM8IJK0#xvO3B!uzI
zTZkw}7*9s!x!!l<DNjb_x#buk;XDJbO+q-&yoHEzk@HmVd%ZYMEyoB6=NWKq62f`r
zEku+foF_edCivZW%9EZwGaTb1jAyX5NeJVaw-8Z|FrMskMHRmrPk6G+6}20qBYbC|
zwMhuynYR#8j_{qVwJ9~f8_#yK)~2)?BO_dAfVD{o*O|8vQI2pO?+tHDl*&b^95G@0
zDN5zJ$DG(~N0iFz;V(+%qEs$Q<=bleurm$%Pl6-W9`xY7qU`TWBHjCV5<lrYREY}W
z{-|@?EuV=}ImG)PNwnL~Q>mOSzA(`8)=R8>c(J|_y>ihj*IH5ES+AVT=;W*`CCled
z878tp0Z}a%)pAiS7u9m88&(s-#^&5xMG?Em{CcWRQh&SMZFhauRXfEA^W}pm9>fE`
zAEi;8fOPnFdwa{@-yQ7tyS;;I=9)CtYd_Q*2lzWsLZ+d85FBioD{dGGzC{Z4?;gd8
zsFs(ZSsD=>acr-wT0RbXYHY%AzN?C;<Bzj_475z*OYk3_EOJ-BpgQB?t2eGe0hd@Q
zSmKrY_wL;N>e1b5f!{IRxt+_6gRuA?w5oX62kG%i)S3)ixt?<Ci#V8$S`XE;I80Sy
ze(oU=TW*C(3-rlFw>(N!90lX{ok^_Pxr5Bdy(l$~`zdi;sZ!0ZIGw72$!%irFgzNi
zmE2jhPEEc~7M7}2!9SbKqQSjrsA3iMv9IxQZT35pXb@@un1Vm3%?X8@JU_0@bN6Y0
zq+62dWEz{2eo|Y~y@85SK&Lu8>w_Q;junIgv07j1LzUGFUj|cSz=yR4JQ@X4bl+m7
zaqaC#r%@W5n8NC_vDhunCc5Rui^a#>_GHDG7yLzZ%RTQS|8X?&MYmi-Z=Ge1FGjx@
z2`Ree=n2s+&pm+;NwT|I<`3-LJF+5#to|w$z}IQ@S7|jyMpl0nRhaD;;X3meBFYi2
zlbzD5+TV?5JlQF|YCA?rc+bFVlMvoBZy}-_;XQeygX(`bp7Z354r(_>NBGV_Ym*SZ
zGjAcH9N|0Jn}Mr;H=gliZw78TMo2i%fNPTw&NFWzq8#BoS-QjIzZ*|^@}4#`9OEO5
zXRx(N2;-Tz5K)dWo~WRRZn>zShzd%<?~L_D$_*71(!MkK?{#Y5nc)~8Y2R5RWs{Kh
zop}op<w*NZX68x-@W#`f?8{JEjgb+qGr-y;gzL;(h$u(6PDbpw`gh~`PDbpw<rpF1
zJOi#xLO9R7g@|&5^JF%@s{P$~)|1)zs_hsh;XMPdO+t9jyoHEzg!iIbF1qCm-y|W-
zC(h6>=$St^#_-69z37(9h`o&17yQm>UZmV$J9(z(>fep;-IHf}ZaGFs`u5l`S$|3k
z&s>Ixa-?rh#_UT4@W%6<jM<k~V`PNu46rr{;X3mcBFaIo7Yg8O#r48!jEr!d0oEoV
zTxZ@wM7hWHQUQFOxL#U~krA#lz}h5)>&#n-DEGKtDuAyO*GsE0GQxERSet}!op}op
z<p|fws#>-Kb>rzy-kM>CV|;}147N52VLbB|BFYiQlTmrD{@r-WlTmqYIYvl0&wy)_
z5Y97iA);L5JXQZ*FV0iTF+#$523(tjaGrS!5#<QyNzb0ie>a};q-W0z$M^{28EkD5
z!g%H_M3f_pC%arx{qM#Tp6qf(?Z)T`-x+9a62f=pEku+fd?#ydN(J!7vz@H9DXqrH
z2-g{4Z4$zD<}E~&BV5OO!`l+wa?veEOxS*kZh7u8(Jen#&p@%*AI+jLy#j*98z8Q^
z;avie%?<Bm0xPU_y!Sy(EA@w3tSGzk+gaFu(jTe*lkM{QAJkuevC<vH;_R#FmWyt=
zTN>Os!Y_erU;ei}FS(qgpybv$8uk6dc6ST3BSp77tG-H+U*kLYKsR0jcbTK_QIEpm
z*|gIOBkfO<;fi+c^vRJ)cINX#hEDE#yj15m;V_q-|Km;igP8)kDeLXI6Z+@P$#3RQ
zj>BH(<Y4ccy&Zp&tR^k(htYH#^pzja#wzho#(~dgV)3@tOSt^#f}JDE<*UJ~GfI!g
z20{<!W0H&lsM!XSzAbENxeHjL(u~_hCnvK2Q!j0xbe?y)4KD-Y@yq4$4S(Y;1b&|9
zGA79<bc(*Sa{2t)jj~poKWBcN4Gf5OISOKW3%dWh-+M{-d@;(N_kLAmc?TNQt-W6V
zR-v(ceHyDYJ)Op(7E{%&%2nO6lx4g(jkEJn8iS1TKD5a@{r%u@PwgQ-^b5ZpybgU;
zA1E(;6At@bxWrez{?7jX4)*7~H&S&BRdK5PQII@QW1!6??_Ic*C{C^@PF<twi>9q6
zTAg+5wGA)vTdxzbzA=j?@c;x~LBM(f`lDf#X`gEMzfC=`R8kpDM1*_wGS-;YTc&4S
zWI99Gy2$s=C>iy}g*5i|PVaCq>;}bo^X0YUbPPh?w;=F){euF4m~91!Vb-&eggNV>
zgE>}&2WA)T@-niE1A2BG&kSE})K&}DDlw{I<WizxjkLN7IbEuAzN-*-MRmBio+`4{
zd=c&P)6HBUx+03+t~v~YjB)mEn3Jy%ZE168vD|bf27db_ME&Z;;@(-V`%u>haroy<
zv)vTBL^C|Mz~uV{v8SRfo}Urza^oq{E;qvVTH;)^%W?Dq8GfFLR)ee;{(%o*SNzB7
zB#i@Oz*YZoCXtky^sD~kaG;_zOhbj$(2w9)q;riGbd_V(hfb$In+~Akj9K3CA0LNF
z5=KY9I+;%5)E|dQy5Q_+a;*I0$v_W%n4cuqhR1W)zTrQf25}k&V}BT`@qk=4i)IOQ
zec_=&`O_fPP{p&aWh&(-a5%fv{E}#wmyMHXmm5&beTa5>;gTy}?8y#mvcnoScsVeN
zlp8y&kriO23ivv$04uG=$egERB3#eVjl*D<dqJY~bo|TS>-q$YJmXVvg#}jzN=*~>
zEgP-Wc`zE@)uT8}V01GpZzHcxpu7$5dR|oaZ<!kgBS%4Rtm+F~=f<0jK-Ayj#Vm3l
zyQNq4zZ=hZvRiu9cEpbGo)F6JtMH!r3lZhW%1`oE2h{*?Jm<+<9n@}&j_{p<)+Ql*
zXWl|YIl^}`kIxmr8_#&MKLfWMBP5(>z_m#T=b5(<QI2q)ysOP5z#C6_@~$>B9OEO5
zXRx(N2;-Tz5K)dWo+zP+cDanx%Q$_(?~L_D%8hY)(!MhZ@O5h6nc)~8Y2R5RWs{Kh
zop}op<w*NZX68y2@W#`f?9EVGjgb+qGr-y;gzL;(h$u(6PDbpw0(j&3PDbpw<rpF1
zJOi#xLO9R7g@|&5^JF%@s{h@1)|1)zs_hsh;XMPdO+t9jyoHEzg!iId4vW8vn3_n-
z`n${#!hDyRPe$xTyIe->WyGGh0!7M=5qt7X&lSKM-@7Nz^xSfcko4_YGi8&I7M^(v
z5#>nVo{ZU-D&URhI~lVtt;Wa**BM}K62f)nEku-qTrX6>*NW?f)fgG!Is>dtLb%Sn
zg@|&G>!k|#I&r<U8Y3fIXMnXy2-lgn5K-=Ny;K2TC$5)PV`PNu46rr{;X3mcBFYi2
zlU21$0=)5bCvVL#!!bU>cm`XWgfO0Y3lZfA<H@Kz-*>+8lqaL|+;WVNaGn9zCLx?>
z-a<sV$a%W0@Op8cT8<GC&NJZJB!u(KTZkw}I8S=^Oai>|lqWrVW;n)27|&p9lMu!;
zZy}-_VLaL8ifVv2p73OsD{41JNBGV_Ym*SZGjAcH9N{}zYg4L#H=gZetxah)Mn<^K
z0Be&Ft}|~Tq8#Bm-W%SQXqSt2Iby>0Q?$!-k1Y@{tlyBD3l!Gpd(lhxU*l@xxq|pL
zy<d5@#rP%x2i6_l4StPimv_c$(s>Lr?wyA!0b#BFsB?Qx^txSnX|Hf+;bPI0PA2ig
z@Mx5F2B81rN9tLUo{m*#8uXt8M{3X`n%c%|;xqA?#zuS4gGx2~`;y2OpGC?Qa0Ys=
zy4X_XH~$s=FaDxvm#-!+y->TH&dQ)`MZ4SxyJyZ3?ef*&MK#7nyBxU$RTp&SvOl(V
zBZF31tIeM?7qNi>(Jn8fqZf4lwJ48hm%jvFAp29SB8cpXc6oct7wvLW<#;s$*?8Jp
zs+3*iTK)y=wR*w&Wjgg|$kQ)ZrT<ISF85Ov!Q+Y_>t{TFtKDsH0qnzQIu80E4XagM
zvwjbow?EfKMd<M<o9Tw>dOEA6iflDsP_u3E)f?BK^h^2Ufhhog?#lgpckX`m=x$B9
z=RMrHJxeFYpqx8s{XxayFzjav-mS^dsCQQc#?9|MB$C~&Flhx*E6589`>k{`8Mo3=
zkhc18yr)`P78j1Tpo0(&MY$ZGuWPi<K|Xk3+`L3VJ&V?<$+uXTU5jLYHkn0(d(lwE
zD(YiT<6{!N(g>aX&LkRu)bb=U1%FVR6LOn8OGL?^2II3colIks=_j?nb}!R_2EpaC
zvpxvo;24CVW7J-*FZH1s2R$|ZGME|zKCCt1(I}Xr`#!4AbsD9?i7Bi;8;jlIY`;&#
zar<r@Pw<8pLm|udAO<Z*go62TT_IuBQ5^c7zo0#rlDKb7!9(YnX8peIMwH7vPn63`
zcCEAc>BXp;A~Qv~96jO5Zi<;J@DWMWj5Bv&^XJH#5VHQO)Bs<n^<Smc7@6~QOoZ#g
z^|(0;GA^c#Cwrw=)xR6hc(PY|)pp^1(PcUB7ir^}=MYhjwDIJf4ypj&c+Qh|I;h<k
z9ckwoXl)Y0cjhfblp}m6v-n*9yYY-CyEAahF+#$523(tjaGrS!5#<Qy$(!0t0KD;(
zCvR#q!!bU>cm`XWgfO0Y3lZfA<B1N6D3^;4is+ye{LWZkq+ayPR2MULN7{EL0KQJ`
zJ2M>PBkenDq-+w>zB6wjq8w@8$;@1-0p57Jlbsn#t1&Xdbp}|Qgm9gC3lZfA*U5+-
z*Z*!j-^qv_w;UrRoM*tbNeJhew-8Z|aGuP@SJl58&w4T&U$q^hB)n(fwMhu?nYR#8
zj__WT%i%?bBBmzNvi>e}gfQP_=93Y7Q7)Gedl|9ktw51-W5k|3({ugr#`o^YGd;H)
zBP4x$)=b$Xq=jeRLPR;zw<lxvr3QH8`A){{ORF(5!gU5%n}l$kc?%KcAlC~G@U`N4
zVKqiZxXu7;lMt>mZy}=G<9ew9zD`^(t;Wa**BM}K62f)nEku-iTrV}i*NN+;)fgG!
zIs>dtLb%Sng@|&5>tt0e698{K-N{=s%y5j4FrLBICLxSx-a<q<!gw+&&-K3>PkAyb
z&n?FY3FjGbZ4$zH<}E~&i=2lIZ4=xTbiFuFEyoB6=NWKq62f`rEku+foF_edwvl+_
zDNlO#%y5j4FrLBICLxSx-a<q<!g#XF6;%LlJmJYMSJZBdj_{p<)+Ql*XWl|YIl_0c
z)~3_|Z#>({TAR{pjEr!d0oEoVTxZ@wL^;BByf?fpQ7#wda>Rt~rzn@_9$O$?Sib?b
zD3@!ey<gEh|8^GkpY%tn|71JYOuq~gBR|MA(_bdA#9AvCIIMT_jaf8_2O#@2@L@-<
zGzcRYtE|sXeqrI)jrPLB<ls#Ukz`RWw{X@9iqd%)M7bQ5)kN*x5L1-PNewmk^-aRU
zc0cG9YISeVo#^yJ)WrM8`IF<Y*Eu=Z`(|&)pCqeEOP?iDiN>y%aQX0JeIvT%tAR^&
z%aK0(v(PP{o6#v{%jZs+BG{mSsFvfjx3{3{FRJB*9&piJ_e8ba-|Y>9{lQ+3lhX5+
zYg-q&7mHjMr{9kUF+A)<X%r_Q1-;$g@we61Uax=apvYssyf=+OF?AY8Y3z5~`|Ym3
z)87vc_taiB=bK6Iso#Y>zUuXN_V;(X)f^wD>KNpvQ{|6><cS)O{q6SlcBVtUGaPPJ
zv#$gLyhv2b7sm0-@YP0bwP39hqngkx)se@_;AXm_YWX-UG@H+J4Z^6<DqXBPUSzBJ
zBAVr*S&mQErCj)(Nvztr5_bD*(JT*-Mrr9Bt)(uS<)T@RHGWOa`oa#2X1QpV1K0{U
zie`Bo^+dD0@Qm!En7M)t{OGB<m%Z2Z37DG0o^kH7f?ZbzN=*~>ZT)oH)uT8}RGO-M
zsxSMAY^v{iUR3sPQQlQ}vK$4yv8pd{oe9mJO6qU%Vzf}m%CA!Wd!1H(l~yBOWaSqj
zk=<9}I`bDI%8`{{WS8`+?swxEPj*SK+Ky2Y-ZSvpB!u_OTZkw}cu(HupxWP!=RA3v
zgW8SJ5xz6f+9ZVU%v*>kNBB<mW#G!+jb}XBmw{W35faWb;MydF^UPa_C`UL?mhCX<
z@5WP}yrazw$M^{28EkD5!g%H_M3f_pCkiN{SuP4FqJUEHJ7ay3azg=ywC_y%d!5>M
zW;n)2+IQAS*(9WWXWl|YInut9nYmK^yYX}<doq+(V`PNu46rr{;X3mcBFYi2lMy?v
z{M~rIlMy>^IYvl0&wy)_5Y97iA)*}NJeiHJ>V7w#^<*}_YCA?rc+bFVlMvoBZy}-_
z;k{^<i)J~)H%SQdi8JVWeRvJEer4<%)mKpKvwp8@ZOMqeXqL-}y^PowEqliLBIU-2
zJ$a_*%HNIe-IHf}ZaGFs`u41uvPnn_&%A|*a-?rh#_UV=@5b|;jM<k~V`PNu46rr{
z;X3mcBFaIo7wX?@#r48!jEr!d0oEoVTxZ@wM7hWHQvG|KxL#U~krA#lz}h5)>&#n-
zDEGKts(-H&*GsE0GQxERSet}!op}op<p|fws#+%f-FUi_w`Q2(7$0FggRM<M7|*<g
zh;oGSWK^Cje>a};WK^D8ju8^hGvL}Jg!9Z>h$t61PnEydi}TcSjF51i0oNuWoM+xb
zL^;BF(z9pM-;Jj{>De>GF+Re023wniFrIk}5#<Qu$u3t^`@8XkC%arxyD>V#cLrLU
zgz%kt3lZfA-^p5=QvJK}Y$t1NN~<w4!gU5%n}l$kc?%Kc2-or6@U}#=Tr|rO6SkkC
zS)O}rfpB5{do!Y0uAL^D<t5p$DlU(R{x+(FiT<`h#dFr*&Px@X+2Cv=S3N2PeoMka
zb)WrRIvVxO*Y~J^H5{HzweokT%y0$1`qL*zCVyu>KV;|}w!2&HE?%nh`}rYr+4(=t
zr&<2bsF|74dFMH4mJ^9eys7n)ELRum8c{44#d56_b=kY_y;SP2Ayv-&EELPDqq}8&
zRy||NWCH@CS1x+x?Jb`QQnQ@^M6X=4=G~(>NmI}c2f^<xaF^(nd#lOTV>MPIijAke
zrRvy4uH|2_Ui)D$NR+?R-iAm)tPX+$)LOq`<o7_@eK$L|zjJ{7yE8((T#0_M0R7pz
z^Xslx{)<)h%4a<jJNqk&pyPA(;`*t`R`UfF85du@aSckp#F}CJxhwbY-MRbKqq{Zb
zp7(I)_AH$o2dNsg{-EM;81{oSoJ6h3(1;_qzKDbAsP#}ii^EhU=64?E!rBkDs&p$%
zT0ztb@`A#CE1gWnt#lNmtv(#@sn#rk;?qeB7D$Cd(JIHM!%~i0w8}GF{e+;ZbdG41
zYv+hoIo5=x3i{qYM5|o1$^m=@9M@Ue_+m7Rk(#1aj-K#Dt2}cBJ{(=v4@aU^Ue+N_
z?4L+he3h!->$Kvlv>GELE53><%=U|Lop}rq<;aRJvO9WJ@4NAgC%dCpZO14H?-_V)
z62g1tEku+fyeG4HRP(#>oF{K_P`fcY!gmH*n}qP4c?%Kc2;a$m3|#TM@r)<?F>uQ<
zLc)0lT$_Y&o_Pxq<p}4=yV*?gyYZAK?`AW@F+Re023wniFrIk}5#<QuiSmhPm5cI;
zD4!Jk&RAch+)zFt?K_kFUZ?h*8IJLh_MJ6SHVJ9pnYR#8j<oM&X0BBIZam$|UJRwx
z7#ZO@1FTI#xX!$Vh;oGMWW<guem9=)WW<hJju8^hGvL}Jg!9Z>h$u%mPiEt*df$y_
zJ(-QK+Ky2Y-ZSvpB!u_OTZkw}crRMzqE*iDO%lR<;taZ8--)%hWW-*y%4Nh}M(m50
zJ!5^5a%04vJkxW<@5cA;$um8-93v!sd)7?ZB&3CB-a<q<(zhpL_ND4~<M~d;>`SXL
zGQxERSet}!op}op<sjD!)$g_9dSNw2M!3!ZYm*SJGjAcH+~azw`n^tEFRjMN2-g{4
zZ4$zD<}E~&dt5J7zt@TDrPUZ2;W`7XO+vWNyoHEzgzIEgEtC9iJl)A#Gt6*|k1(FW
z)+Qm0XWl|YIl_1{D$f<a8&7#MD$gy)2npvIaBUL8dFCxdl#86Fir?$Sd1^UENI1`c
zYm*SpGjAcH9N|3a*)z%S##5g3?3v*hA7MO$txZB0&%A|*a)j|@mn*9I-FU*2U9PCz
z7#-m|1FcO$_|CkAh;oGQWUWo9`rUZ8leIRb)fgG!Is>dtLb%Sng@|&5>v(T?TcTAi
zTIGld+fUId&pjqu<;UvTB!1$LW>J`GVS^2j)ZFkcfwbm^_cDPM);gk9zQ`%XG0~7l
zl`zpNH=q!$ay99+b8+k>oy1D3ejC|te_L%IcBVo9NpPgvgB~h}KWCqbRykntj~6D$
zUC2{nHMm|%<^2nEjOdh$PWf}uDd!_SrAj$JZV1Q*0z{)+G|EMzJW<~+(yhi8OEk)d
zL)7^$eDc9Eed;2Y`63$STkY-k4)kcZ_ImwW2gWVys!@*N&6GB^xc5u&zxls2qCR(8
z4<p>hVt%{5wRPxkZ*{w^&*D?i-2UAsk7na>_%w)aw&2_WoZC8VeLXpD{WgfFD%MB0
zyRF;NAXd*>_tjYSM=E+UF$LcHZIC=s<1uIspQP|laNPP;kmYTUi@cv69S7mK4bmFF
zx!KYJ)~)+tFAm~RC6GKm4%1X&gYh?2vs%CEO_EO&1;#{a7^$onydCrT(I`!)$uB#d
zqc9!KdOAyIlpEGb!LUm9pWcpIY6t@6Ar#rtk3t|i{`)BGPX?-`^S9E|scPp}UH+E~
za^Gx)$H%iY=#AC<g{`0UCh4e^q;c3!LGOI9IS&4O`t$bY=GP<D`b2x`lk68-v6{vz
z0V9&4l>R7)gMO;w?E2^^fu91!^i~=ktE{X9>{Whg{&5gRDsH#F9)Y;Jd8}(q<H^%-
z0PfB122y>MBw=*4*$<{cFC2%d_I)P29zZxIQz$<CGk9S*iCYkL_<(Zzs?`T6cMy6X
zYhm`AEqz~`U=EmfoM_?qaS$J=)*wiO*0-|&;**sNx7-?m-g_&VDm7Se--UU_-TEp5
z?}LRmGtc-*FoYim<<CvM$-Igatu+5M3|h}dld<x(Z=<6uLyKe>&Z557q)%EuOO$GT
z{5crb*8ct&ynhd3F-|6>Z-Q1FL|{JLM|q)kKwct%?FggwG#Jmc!zP>h-i9&I<CD)$
zQ}rmbBl+Ye_(x|?6xa&hN>a!d#Df;zR<c>KsD0Pmur_V;Zh^+}1iTG5sG<a%`Bb%%
z*>pOI(=0MsH1GYc1(D8f#hg=vxzg|bE-M!Rm#Eh9WH1|p`8w2L1TD+}BArfJJxCtw
z!XXLa8;8SC4IluMR`7HZ4q8!g4E`Sn36#=$2GnXjfF-~)AW7k`n=REof*bgaDXA={
zRXD#DB(1MEH-G)>*1bEwZ#~NI2goqdpaM*{AV9fI+PUDs(-tsi)EWlI;rMhuJbLsL
zoV}S@#Ay4oFzSPSIuema@HqT)pz&}Mn07P+u)<Gi#%VMqH#eh61W2kz3LK!TfL^Qu
z{WCW;>sonOlAqs%5Ub4;c>G75%MbfAB;7yz8P-B0Gq_@^p!Os_!U318I?`ADd{gV%
z4q5<fUD`9KLw&Gps(|~0{3pYn#?tt7a~$>o4siI7+JWP&?mW$Z4(dF>iE2ZMKCtSa
z!{yn}{oK@E-lh)2&8&JhwP5S8x4R$gcKciXovnlITL<c(*BcCWg8p#lmg@I<g<f^n
zTyd=kC03-b7f0H+<2X3Q<3B8qBfjy}U(KIt-;Lu*j2Yf6GyEO25#dpUXI?GO-1{9K
zB-!u%uKoLTh|Rx8jJOAAkE39W7yX!&WKQKb@cT3zCz$K~1-U+(h2w!LjQ#8SEbYI;
zS_sSgn<bgS!uIDOv|Gimx0mF8sDkm|jVD1m|06$HbXieFK{GoIigxfv3-VUuRaTyD
z^kPwG!LMry;r;!5NpU7?TetJ&75`+}6%fnr9+rJp&Rg4<v#f9y7)<f;-hv<JH?$~V
zd5-oSVC|Q|bP6@YvLD9W?5;no{o(c_XnnD~kLt614gHb=C~q&wSMuZC1!wO=KLmf}
zlbZ8&L0)9MF0X=x+H8+h5cfy;>x+o^AP$c?P8Sgoay<>w!dZ)M6Ie39A6gV_ZptFu
z=ytuIRye<?sNYArr-DDW=;rer?K{w~!)%M__XlXK2IRgL(GT;qzk*inY4NMCm64<Y
zeup1!SMG-RHVdOUt+|7C63?(KMJ<FGNf5G()w+b#)!F%lD9z7QD(tr^H$g*7?wcNd
zqr8Mi=VfCqx$e<u^2{71{wV6ZFIAAtVs!MP91nGeFTos(Dyy%dlbK}wY26c9@?-as
z+etqR(Wf~3`ww)e9Hwz*Q$3l}Ic#^g+T9Lx2FTn_mTb4PkCTJFZ}xWlNkT`1^X|uX
zyW8&is;hR)kGcL^_n)T^jn8)e`rn&AIf^Hf^xyA*%M;+Y>YU~Diof6d?W3$0ITsKF
z!C9YIOokr@x)<hewRhY5Fz^V^@YpQ=P<J!^o%Z%t8~*1X1P3_g^j0s7f>>X4&^~N$
z`&$FmH^u!`4>}I{GZvigYV)@I!PX!!=Wh&@n$`^O-Oy8wQ>e=ImHN7E)xBk|`!H3<
z(=pU?zUdnK+wJY`%&?sWgJI^Xvpx{Lr{{<=M6L+lVA7{t8l}f$&7^#wqRN~s-5v!4
zxax_q5Doc)L*v}Pf#r29ZwyC`-b#;-26=q_gM)7WVEYie^h-_^?#7@0K^hz#DQHnQ
zyldWOaT<T+dRE^)h$knf?XQ1ZoL=D<7GC*EUVWRNG{vn@*uv}b%hA#+2DYZq4ZOiu
zQ>>$*F0Y<E-^JM0RDHK`8Ot}HSMJ}tbN8!9cTMs=9G}~5-5osBBM7(Kt-n83DK^R<
zR}Qy+rJm^1WQ@%e^?D_zIs7U-0xO^=j5-z1Mc4JYYkCn<p6MEVDZajpi;}K+SG*r!
zhHK@~SG=qF(ao}iO}PFV9(}p|dIieJ{x;#5anh#u3J!E`de`wQ<jRKi_^4ifvmHca
zUY7ayr~3JON%l^dBru9&a_a>O1p@vWAKl3SBKxT}oFG5;84i0M9<-(-82Ew#Aw6cO
zhltGJ$t>#`!uZ8B$cElpgW2)%DU87!&9v{)j62`GBz)A*`bsxj4~#wRSplGqXfGVR
zI{k>th!Yy{74PX%5@XvnXBFmIaN@??v5P%mIOV<UKZb!F^IPxwkHcuFV%Sh48}{_`
zF*yXtkNn5S09<(9%+F%W34?mr?fkArW1Vza_Z9St#Fz7G9?Ug-H@{H05^GYO+00Tv
z=9iG%S@t6H8`V}{Uv(+ph8nKA<h@63pty=v%K0+Mmm%*4T(N-_4*wleiq+Q*BoGvx
z{k_s2jYAlhISr06NI$&u+uL7#argf3zGxo@@sq*i8FuAge|Y!y=U?8f9xg1ngbm1B
z3x)+vu9vf#tGIP@bjbx+`bG!8;b&2$VdOp?s#~|ZyIb3PTYCpv+d~!fySr+)yE8cK
z9jf5q)=<F!;NEbkhWp)Hw{~~-4})#BcQ82E2?qVW9(ET$?W*9g7u?$J?{4o6y8ZrP
zH|Rk@y}_-$9o64ehw7l;+uQHL^*j6BgZ=H{p4#3UZUt(8|JGm!JEWg(1-t!y1$p{|
zZm+vL-0BW@hr8Y2)-C8v1^a4mcemHy8gBKr_PV>hAUIIl``zJAA8hNY?Jhpqf4bX+
zOZU3H!>v7-&g$)M_xJYT2KM)Q-9R0}=RR~;_YQAuZ+E-5g6*BXVC!&ru(jXc1IrG#
zu_yFtPwnsS?%o>S>hJf0?w|+D;|>PFL3h{%`?hxbhl5*(gTa9sZ0~jV`iC%7I_&Ol
z@AiX({?;wEgTs!W!g;l`H@wx`yVVT>)!n&ut9Jl)90q&+y@TFhr@OCuyWlw(bscW)
z?c5sl`&;|_yZb}cSG(KjpGydXHtqH0Yx&IdP6Cr#`SLwe8R#Kj1AuCWqp0><$N$a0
z`j7wn+kgKr{;NOyPygY6bn}0B`r!Zi<WFz>pa0_j`CkwJ_5b_#|Jl)hfCyUrS<Xdn
z&)ap@8becLQ_7GP!%nOiHblAl_j;b{m#y+I?;UQMX~W`7_MnTCDaFyx9({fb5BkG!
zoRwrc<(t7Q9ZljQZ?#Xp3G>>}jfPoilc&<<UeGz;gbAl?0`}CDO1tAQJ)5edNsQ;R
z0k}$!ZZkQJCetKL(5mm=f!rKTj@1;F17neAbfh<Xvm=<S(ldv-6=&o(9dDS*ou0-p
zFPxg+seRVjgsE$od4^f(NtEUN?)TURqhSWe*S+-o=N~~oYYg+7K`$8lC02g(>lTcT
zZEeErUL5$zWER78yT%3FD(M%r<~szfN>5-@kD)-PPR~>Ra<kR?;<tBNFbR49;~m>H
z31c8MxzpaE$-VY2O&;*GFbKF`o<8J7!>CUCfS%pq$-VX-J<E#D#~0~oJq)zDX&j=X
z4-=07)z%0`+aX`>Sa?i=?|Qa0kKHQIRhyf`ad6Z!59e?>jXoq>t$%kigSq~wH3*Yz
z$%URV)pN%%bFaVt$z1v;oQgHG@qhA%KAvi41?B&Ku8Yx=#Hn60p(oR$7Cf%y6Vouw
z3iJQN@MspBx#Qj}ZG~y;I5^ca=J312**Key5Bhyr<D#=cSsA>bw5XN9gmG_j0uO_F
zF+s-fR9_Y+`sW8~7|g~%fv@A4f;6nNfT?$r%soMeBeE+>GGupgmOJS6f6C^P|3nY@
zusjAP0}F2@#9cJspXPi9t6iGsGBY1uy4D}VvW{6+otb*$P_qEmuBh10)*58<|G#YA
zdGG*^=k>xs!TO>>qIn93;5n!T6~RvXu=UfQwtm&xy_p@aKFH`iz>03333#lTtH(d}
zf*M$2@XJ>Apa%y>305V8Foxssyb4DF8xxq<_ss&0{KwgFTK2PKL~IidghRd9V*E4s
zA#DJV{^waX-`8va%Qc;n46i{?FCEeG4q@08Ov;yWKuzQy=t@rCEL=udIu3d;s+q0n
z$`%snxd#28-#J#W*5{j8eG6kKY0|m1eW)v@x%*xCEDL_9eTX%;q>cWWVQYRrJTO>4
z=v#&gI(K;&YOvfR+2s_y3(KGxbU|Bf7#VMG<%Q|0)UnrA{;gH}>h&YV|Mqt%q64+8
z>HB}DVu0e6r;@*2)vEH+=VZa1ReyPbOZ9YuIw_`E@SeW-jzw19c)9&uip%D)&@l6P
z_d6HZfmxF0R~R&zrm%ndTrBJ8sh$ff@jKy8rJ3JwOdvNBQ!j12VyyNqw?Q%sk6$j2
zZ}=N;@jN)#he!1%418VAM&7XmdUE-9Q(<PAu;^?Y@x{CYGdH%VZ{}S(wC{N<&N{LI
zM?J`RMGtM39(j*89x$u6m(8Mg2g6<T5Z=F6Kk15Dy=7CVMWz)k$NXnoh&gLM@doPc
zUuO1d*47(|1EoJoM}7}xpZjS9Zr;x)pZ9JZ?%o>g8^c$~Qrsd&@HHql(B;DN>TD&3
z9!7qt7$3u5|KPsqJ+@8f5hgX;x(B8oaEd}L3|OVWpDz2+_SdI>2;$FRRsDH>-nQuC
zH}WrLj?Sy|-Uco~KsQ$=G~a}G4fb1iVL4UnO9d;9Bb?Xxp@I&jPM0&6=BHm>kQ=Sa
zW-7@nA)7lSGm2!Mk<31lIY~0tS<GKvE9WHHTql_UCG(<131HhNqz8>JARLX4W~ZGh
z=<r6e&-RL!Et$Fe+ZBtbOkf^-1#61qY&Cd1gcl03M^#vKt5<--(PF()3!Wh0@pqtC
z_-g`S^!{)5x<O<XTf-yoQ+TZ-d(y}rh4s@pjF7<#1?D&4?SX8KvwmXMh3Ycd@98!E
zUz=4T@Cr)yAOeF9@MII@uWG<^oqk{+6bs{nmYy6N!|MsKS}TN`f+<*d+J;{$?gCci
z7eDrF1Y<dPu{HyG6Q_FBdG=7a2}26ipU3H;S3ZZuUgODBPv4p_BIq|yU_9(;NEXFz
zbm1JHhH57NyNJ4=Fs1l4bL9K}KzqpKEFSusrS%=IzpLKB23}r0@uJfh&UKu+)i2cK
zL)Hn-s)GBV2e?7j_7Lb^)#Dj@Jr~?G_kWR^>x8W|!FyKFu=q{APmZt0Qg!81HrV=l
z+;<Q2o>k_HI*<0it9%L86$qLu@M2vA@1Pi4UjCX?tA%}yfjZvFoBrcyqTiN@{V>T!
z(F<F@+ZXI}W)BVZ7$dN)&ol?b`mB}yOnt_)?ygup07YbfufkGqc&+UI<fwf-FvqUp
z)BqkZ$ANfw*^=3QSsozE1D@0JfC}t&m7YHYA<tX?=3oBRKmG6SKMDSi>;L)x_pkq#
z_wWA~|LuSI<6r%6|K>maum9Dbe*2$%aQS~Mkh}0pQ>OTzhaIv^z^P>d|9f?rfS$a7
z=L$L~aD8skK$gjjLR=@^{9m@Z*XO3<v&`pxvbsJu>zx&M&IhgQ+1yN40{!Pak6$%K
zo#&yfrl@m0s@0UW=mG9JF7Utw4!KM2J-SnzDVBa@r_B0~>vIc0va@u2;`-bgkSxpm
z;Kud2<quiLx#5xPbE`43d@DZYU!Pl>VRN+^X8=<x>rk>n$m6g68NQk#%aJdsxV~`h
zM2mKdilq_*{abtiMpn{qeytZ_TxUxtvJ?6rn7;h=uVH}#OugPL67aT3k${y9#dlcb
zP<)5=55;#_8c}?Q1sUeMo)vBH7m2c<0~qh!Esnz)jp92@`xf7!pzE7ZFXXF6DvKmE
zVD)&%FI%umLMN6klUOu-qz7?y`DV&nmr<QU&YZOD>AHqCt=6)O${|R7c|Mbllh!6I
zOE1SKdVO_eS~tHun{hWKWgox!wVr%$Wizw8H*1Z?htv8T3+C*zDf_HsJ!M~iY5AmV
zEc?x`VZzuLwbee<R#hkVvz#!yug{sK9%MZNoHb)wz<YqV&b44VKfhi3`TXKKQd?L}
z=;sA!r;-&6)-(G0zVw5ypUhxy0$5su&+oeUh2Sxd#QDz~XVZ`D8Cjpr`9n{^cXbk`
zdhZr^JRO7+*mDXzs~6UU5j?B%D*sD3*d8VN{6ZY^?f~p~0xLmo>IFe&$V6`r!Czt1
zMJ)t@_JBTlE)+m@^K*T1WqCz@<8zPV*Iiq;u=*tXnNvlpPp;P&Mb<Gqm*UDr3HT6o
zj`a-B*^<9sc`AL0pBArg_}z0Vy0XsU-t#DS(Rv5E74FhqbfLDWo2WD|1efa`o@1fq
z`iF<l%>{ae23-enaV0+&-2SDkiy*_E`B)897&uhpd2f{slb$K}6}+R3HA*pVuP=C2
zUsPVV>>X`yZV>hSODb?|ca;SZ%kBm5X{p_qX|-htn7i&1O|M@HvBcnIcAjA#4hO#j
zbxZ$vnnGM*k)uC6>>li@0Y-QE+2Wos;@5OxW(S}Rm_orh`w|oXWKsA1(J6F$PW0A2
zWbYtvwcoZVurN3Of-4Rd7=6~;({KIk&d>FJg<GwMdT+x={YmlO^k0`pTEEgeAGVLi
z?L=oN*B|`GSh88>t=QJk7o`_10x*ksP2BZ51VjM4r)~16fGZd3F11{SP*)83{r%72
zMK=AKyWjemp3{dJ`z-bI+}2R<ulVoGCh!oU&)&)QXDp}7HvVTeI0hYUcoPQ}2edvu
z6U`rQ=8vy8VM9T^*IW<m$lhnsOQ>6)X21Dq_M@NbU;Q*+`~XV}Hudgvt)L%I68%fh
zV3);m8^KSj4+ozX3k%xW=8vBq2T#;PrPpFVRbNkF(*(U^+o!D=Y(EyJr^Uv8XpY`J
z@plpIUI!b%rA1l#y@v%q^)q;`h21}3IrAijEhk~s1#DNBt=G@*71l|>qYG@Vr}Ur!
zyt|_xO+t7$(@WJivrP?`IPT+i>!E_zl=boo?W5o3TVKG1@RGxl>rD0Wv3VIH&@bKS
zy(3|m>zP@qL5;-47MH(<mHLPj+IV4|W?#Y3rHWYc_xp+WLRLu38MJ|!=FYs}1K2XL
zm)9?BS{Q$A^>@<e`Yq3O6+(^l*CW`l5ylg$F~am~BfZ+mhxeBH6IfzoB33yHw+hQI
z8t{i!zl@75v`rX@|DV0LkC7|O?!$`1;gBp&b2#6e*_qup+?^eAx9fFR^*7C-*z9hS
zz0=L+u$#kOtyk3Rs#o2$U0+kLip^eWEz40N1pW{LD1Z^ziX1tHZNxB;IMP3x*vQ6l
z1PPAvM-U~l4a9&W*bb0DhGZ#n?EKEX_uO~iXT9n!ayZ=T!LX{{J@?#mKi|FQp7T4g
zCOd&00=0#z#Zzw7z|9>P%BKt6-41-&2<b-roho3BgdU77HPqunfAGd8`;a~%hL0S_
zqF4yd8&fF;cUkUuqg$7RqQgLVobgozr6x?6CIT)%<cdXO@Hb;%uXzPIONo;Ijj@#Q
zK^3^sN0t&JAcdy_NWmZRG~nf#i3h&*Yd`zTfA3pA|Mg$rdf~Uu{>4A|f4~1rKl{7O
z-b=mn?!WgN>;LeV|LVU?o&=OK4C92Sg~!N9;#o41IJ1&+8=Fruppb{PB-07<(F|i2
zh<l7fp8YbINep%pl$R=@e-C>+46%_v4}E5g<+ep9)I%I3W0@W9bQ#NP;3H=&mqVXJ
z<GCI3a2m@j;l!HRU?WK(lG$b>i2(y_D4_V@m1iu#iKt%^%85wybzt!pE`EBlJ}utl
zB}PdXZ*W2?fHXssMC%X}W+T#*!dOF6NaT$)3JJ!MMj`Pz(kLXZMjC}e@kl0NV2?Bk
ziS?02A>lvLC?q0C8b!a#XxxxACIU(%4q(MZRY4>QZ8hB&cO+C=7>2}19zfrjXG0rY
z#Amj%2^@)$G1kl=#@t1KO-LXDiK}49EWbu=4`T5rU{CU15FcVX77Kxx60Qw&`@6a<
z0j?krd8H`y^45vwmvMlxKrJZ{VAOL7%peqy0yLv2plV`mBP9GqKg$S|956-U@)=Yk
zWI01N6GGUSOc9fbylJ6AN*d(MXj}rySlbe%3qo?NjZ0shH02lab3KhuVE}`~fku;r
zE{SJ34x<&6XA~g@6Ml<aQ%Sj?W-#+uY6!|)2*#C^FRU4t`DQquKu!rV7QaY=tu8Kf
z?Ypg39k@OcuZ4_nP!FwQyBz!}ib2lUQ7F`0NIcRww6xmDVtvuGW{q=o04sy!JIm`w
z<6_w09F@~h%x{J##Em01OuW%ec4&;)i)Il+K!#Itl{RDfh;qi6+T0ojPXk?KIQ)DA
zn?bC0VurqN1!UURJQk)$9gm+YiyFR^5UTXSkVYc<@57t7uoPL$Tl$!Nq$><{DwmjS
zmC~mi)?mJl*J`~=)+N|A6^b*?%%rPBDWxWAS(w#HVpXf+vX<fl_@*T+>-o5i&zi`f
zcx5WDADh_wU@AsOgVK^`DsKROnz8)C$jgz2(dH|B|8#O`<IcBMZ{Ji5o~NU_`hMc(
zowWix{oVNQ{ssl-oV8YA)v|Wbbar;fE%B^K!9I!$);c!vHMeJ7Zy|<UwcbP6I+?z3
zL{k{Q#854tQd5}s>3kOq0zjIIn{{CfL}oB@tcGeMf0Bj3F&@_<oIoh3XgaH@Wdv40
z$i}S@e#HkK0-jcZ!-r6c5)_irC_H8EaQs`zS+7yvYjK$sZsRpB@0NtixF&5)I7TA^
zOOa&>#ThgrghG{MiRhg$2-$XBpjP&_Jwzs`Slb6=-;uv2C6a~L6($aj!35a?gAq2I
zA@t0Li0&$IIZ+6KoC4ugn9c}=AghHv+gkKcN*O~pAPG3Mnvg;PYeFuV)c|V~b|!2F
zgJaK5wFX4ZJRSxFLy4jkQ7(gch<ud4MIrkr3CNqm{-)Zh*IWC9`hiW8ia<+IF%i}h
z_A-^r`TW-qNY%Bju$CYOXxk6vxLas-DEb3MQsu8#8G|&hgPg+W4nZanfmN8m#2D^C
zI}STLX<`IH4G}Pq`$#~ex!{+e#<&0EYCaMZRt+dW6It-k*;hceTqE7YwQ({qdepr(
zp1<bD0-~o6#hD-9uwSsPO#lZg6jtC)`W&fEMW?Dp5SCqebVtC33B#<`LEF;-PQ*IZ
zor0j7)TqE|0kpFf7C2ArRV-H#KG*8Cf$K!Uhk<a}bobHeJQmoV=oG(&c;aK4^Gw$^
z4nus$sA8Tmo1+uC*K%J0zS=7}4x7f!`M5v1uL33;M=g|XDY9E+Xsc@MZdfEKh5i-U
zU}myI3OVLeo?|ll1~v<{vGV_PN&chwZ%oK2Bq8jSEjTE}*e=EMdU8)$>SJvF#}AI*
zXmQwaEscI#>nESl7vAj##^)CbRkulRM(BtNUYo9G3b1c&;srD;qoTkNP9Btp8Mn#Y
zcxRhT(XSV@Ef9C^iw2%L+X87OBaoC)43#GsLxqR8TzKh3%cInKe)2#0U(f#G+27jw
zm;d{>zd!xgs@IP_eE!&f`b*1ytMtYH>-oR(e}732+1M{ni_y+7<QN(LJWGZ@dFys4
zhzec5sMAFL6N!!(uqzOnqx_NpZwRIXxuKL_lQHW9S%f8mN+{frAvLHNOQ}J|Euz5v
zJgGkNOQC2XL^vEhNPe*w4C_LyeMLu}oW#wjE|i?f+~HOzjtXVWq>sqs);JK<g>ojV
z1QN9g`DG(;3U0QNSsX^IV2QKw5%mgI@Bn`l&4T5h@`j;Xz<58jcEPeJSO%#M`l=Wt
zsd30B9aEoEewv<vhRR`e4G~%Ti_%}=AOw;D%6!4XXLz9tNmM!ziy<l=h~3bX55#N`
z1q9Z}U{EJwz}kpB9l{U+<bDk?f+&Ih1ip<36QqG<OpqB9e8vQ&F~MpK6dPeXq!@{a
zK>E80hhxIz_>81AkIo?McBBbH&{jglQd)_LnPl$kGnw&(ZFg7|hv)2|7^8;G<BdZa
zy#ul8i4Z#lZsf}*=nB$TLSa|@?l3XGX^{nS^pDwwiS<PTa&16))hVDoq_z|&BnUP$
zZb47KQ!7JH3neI-bkMTjJZP-4hH%`vQ3sj{PK?H*ka}16CVD92mRH!6KtszSri`Vc
z%3K%FOv~Cp0#+kX=>_TmQyl@XBP~Q^aGL-DerRZ&*hawCzyMPRxrnARqs&LJIf!Q(
zZw8VUK}U!sEq=sgDQpT*8M57gV9PR^QeszABkOr3SVh5Nz=q!Vg;f(PMkz;Po0$rZ
zn)pCFf#*@%qXcUu9kwT&BSmKb{_&j~-`IV7kk<0}tl@sjKWjEE9}Zx6ka$s=J<>|t
zZL49?azsYZn}^Puhrp8=nhe>)#l*G>DiaeUXArQLXn)06vkU?;6vHsim}L-TlO&dg
zEz3~Y`KByuM;h_*mMo8h=Ml%@=gN*HpuHW;jzw#9Njvo!;k$$`El3i9Cd}%xTrNwT
z6mEnpW;AKYDtZa*V*{h<)R!zWhVz7ea}|>9a?%9PCU2UU+~Dt$#s(L{*iSagp1_VN
zO%@zyda5)t#dds|h;#*+^~*{b<X<gQcR!bVJxZzft`s_lw$YkoprT(+=A#+PFYH;J
zBBQpw;rfK))Lhc)CQJIK6sKTW10<R2ZnN34Zv5~E&8pY^;Sb7ts_cnKf^}t^Xzgmx
zCEA`_-iu<(yd24<_`L`Z1DKCca1n=tk#RN0qe>)ERMlgH7Qa`*5#a^EOVA)DId9GL
z5ZzG~8?c6%j5&rS@(Bf-xlCigunrLR1|b+lp$~u~VFNe#WF4cdA*3kJomg*qW)vD}
z&f;3iA<AmQd;?q?R;6V%TU|Vd8BVZNGKw+mU$n+Vs#ZeM`M6r-bn&PQAjktcadgOZ
zgrI1o8HAl*?Xn?4>mi_EJP~UXk!osuq7(I!b|`F;5D(vy&)+7T8xiLwtN97--&skk
z4NtVr1;-@`RmsO+aSp7&+#Oa*G8!lW$xt(0GX%c4zYBAq0~vCc8WV;&L7g2ML>_A|
zjpwN`vWlCc#nM6>g3vJ8x}_ucu&q??T)195O)#~2cIz+w7m;VoMB~^KH_gB;u=opH
zeV-{*>887YXy?41a5o+H^OVYHSZj#)E(|2t<Wf@TL6G-nZSqyM0kM}%6fx=m>2Vb6
z4<218tSugOlR5F_qM(R1>j(rQOlI_gT!RDwHx1Qa3!<7U@q-C9+)KzlL}BGJSt6e&
zoWSyEv8jB1`1~^79btivacU$XcRu{+bMl)zJpXa8R^D6M#a;sg;kaRb?YBuzOqkDV
zmIT{g|LQYKqC2^46M=Vv)Q!5VetoKqQFt4F!iMUsrn2Q}H&fd|j62>ypRo}{64Bo5
z106PY1Y0wLt$8Y7YoZf}CW1Vs@r1B`f9i*S^yB~dH~*^h%fI<Q|IL5<ufOx#$NuhL
z`_^9?d->=7myiD4A3ML@PM<KtupW6@c#N!Ao+&GqNeNLCQB|-L!exu#bW4-rpd&Ke
zNC0a>U1@4ajTjgW#?L7GmMWRG2mw%yh)y6~m5_%&!L|Sly-c_ST5Dhckqn|R2*QsH
zl2fV+40NC1kz3yJXFKQzP<?REg*&++9QldQ<2d#c-yt6Ti5=OGSk};W0K_zWUVa>U
z04nE6>H-YJm~i!U(5A?=iVI96nqBPo)HmMj$)EmCPyEh;NWwr8(vYD~n4eS~nh8J>
zg&+|EQM*U<q#`8<6`_fREdWK=nG)CwGyeT=H#}3Xeps?+2+zZ(F%)B(qdbR71AsZ7
zROrn#5!$iok%|tcgg%XbKF<qE8S(}iDgt+Kn`McJTmdF0*=9KpTQ#V!Y7Ufy6@VN|
z-z#YHU@y^-^9Kybl!jtfJ0=@4$8e#X>%j$S8_q+dF>C_88PF&EvY;Suk7x}0k_cZx
zU$x3UZ`-*1C(sC>O^4J~!d=NwUkX;S9id8<tu`-fAH|_i9(@!nNU#dSSV$a|kkx@O
zIIs-;i{u_bOPQ2tDQwH2wR$jv;3=ib*Cr<zgmr}0ra_k>TRs4?Li$rOTjA*uYlvY$
zt0?tDauX`MmMbYk*dJ;A2JW;^8XUO(5H%>I7pXBaRFhahE9dh#y0)aybHb23bBHp=
zjUPKYEUW1NpIag7lq5<DHZG!=FgI9=^<hTSs#R%Sw)S1P$H~dG-D|WFfsB0R5aJ#4
zNvM6{JZE`sqqfs&!KaS!$l)4^xazK)71VoRCg#oUR&xab3dpro`Zww}Fc?q<@h8lK
ziu1N_Ayixt8Tt=;X=;-)JO!Wd)bNK}&{RiDNt&W(&8lTk(~H!5!a+?g;+Yv%E<<8C
z6l<5E%Q6V4NAeXd8LGrszkEEP?M6aZfO#l}(jZZvQlyTvh8ZO4Q$N;*Rm@P?`qnX9
z!)amB5G1XM_wqP-4{02KuB>KQ`F#lV7vn~V^kQSsj2&aOST1+of7z4m1mbDflLf?7
za#$f|+!axFA&8&-RezI#?7?tMkqe~5!_ElRIb|10G{5+lXyZ~Kp^F8#=uWfHeB(qC
z3xF0sOF9xt;3A50pQIxF+;5qidenGU6kV)TXSir}M@4zhLSUn*-*{N=cBql3Y`_f`
zre^1-rz$h^oRPaYi%n49USp<d{lhfbY;l-6m(=D=klw&d)xRN`vQM)yS;8l`YO<M9
zzqU+i!fY*<&|s<U)VF#1w94~cnAH&M`WVJw^zR%cBWft-d#O+<`m<e;M$>5uEQT4q
zeg$Uzb@$*Jw!coZTPxeG&JKr^I=d*+tZyOy4`@{07f6v;=WC@e#hBPA1D6R|gFumI
z7cF|KkW856+go^sh^2@vyayx|?CZ-;9fxVB!`JZ76NTbrRpv|8Vs&!6G&5f;FU(e|
za|_dRt~<4`P%M?V=PQ`F^6zE!d78G(w!tFzihg1*siG8Z?yYE&z2d;(g(IQFQhcLV
zuQ^TTaXyB}I^wbJGQk&;2$mggl-w6%Xf`^PTGOc`g<B){b`06aJ*Q&`99P<X*WEMO
zykxMUeqc#o4?VZ<Y;3N6lT+Uar*0mgr5c?4YB+goah21~`Dr(xVsW&=ozZwQ!Cu|m
zn4g_2a!#X%n4pQ;qFtE6D0i)ev1E4ryNc+HC_hm2mwl0VROsQcT&q^mIXocWj3G6W
z--$`S*>QJT9e<QqF*I@*eam$^{y>Q9;5)(^ipPM_Vp?u;B1sdL`d_ugdxjv?_1Y)M
zrb-)a_kJSb;<neS_qwh@d@+&ucB>%<agh0iM0zpe49;Ioq`cPzlvT$Ibhz26!P?2O
zYA`l?BuIL1YssKXZZJXhP!Gi9ItfC;5K?`RS~PWoqBFWck8HocNX8#;HF;bZ4V6H=
zL1S96F8IwFL(Ky#G$hiC(0o)8>C_~7#b{<@aZ&U94&De{Ib#N@R8blyzw6gVC997m
z0yI<d7#$fT(%NZ7Xv}9tC`7SMW=0nVXu`bo>*+h@@eRfsz4iqDosj;E!ux}qp^Trl
zEuKD_pM5YpU1)ia3I;(JeIK(S;CJD(TUfxK<EYK3`g`UpKh@rYKC#vP{sdZGo{;;t
zyUNT>{>rV*gicX}kq^%4KGu;DQm3#KFjf+O$s6t0Dz4l1+)pvg#1%_nZhD><Fy@l=
zldJl@LsS(#qC17u7RD^t?KbK(NhD65*n*mqLOif{Wf({$Dob)J*yo2Ygc(i@ST)Xf
zzS}4l+MPz5oFV4z`NH)4_WXi7?I?l!rRy$WhG(5FUb)1x)&OFIJX8B-oP54`Q7oB@
zf|gfE=ok7(!==ULe$C{Fpqf3}r*VeNoYT0-?WvMkzX%5|q7NI%kDK#E#RaybDuW;D
zRXvn?R?#K)0WsK6M4Cy+(Sws;>2z?}(QP$-9}SgsMqqv17Ku!)K81ncX$00&mV&2o
zpj2Ic8U?Dar*dbQ0QrhB$2u+>xDOr<g!Muld&MdOvrg>S_So={%bpsDL9z=+VIV#z
zo%<uw-a@juMW8cQahKZ04XjhfMQY1hTHF+8PI2X8$*E#tn&6Izoe&ft<8$Az7ONP+
z0=RR|p0*qUZnS=~?0D<F?k7&?%RdR90GeaCuPqY_q=p%VGX}1AYuyiUn^?hiu2$~V
z;RewXjtV4F{QxA$M2-vX7O-4UjQeTN(IIxN-P+D>9Z&&1y1K#%oZJs!M<a1k)upGc
zOh@Djc;I^|IHKMitKs6J8TVpzqmJun0$8OhW*~jGyX50>VGCD*Zr8hD=W#i`Soc~A
z`II?AK8bR9p$g+tn3$>>U%;8Ytt@<q5n-w#^00-a7LkVmB#K-BH>Epm>!Cx(AlwxS
z$B_nbQ*phG=(=ceR2x^W;}&g=YiK2>P7Nc1brF6hR0H0=)28b?3Sx}waHrF84ur72
z847SXl>~F}=@(U`8^MPtQ%UPdZyNz3s{rFG)ZZj^t?Rk<Drzr`aJb&MRdky>xIKq}
z;$mOK$7*-nf{>~W!=D0j7etAO&y4;N;aAA{29?fBR8UdDs#A6u;xl0Tjj_wam#1Ye
zZdpxTt<qLYo}DO07o?x1e_{H7!$f+P<Wy$%a(NrAJt60uXO|mVbC8giGivMS2%Vv>
zjif!%2mDq&Uf5tr?AHsxA=+*|Dv(oFxm&2#+<JxIv_olFt|1q0xSfdiJ)S4HooLtG
zWSjNVw6?+0=%JfT!vYNYsXJ6abR+la<&{s?Hg4LDied#Ntk=bCn%Kf8AVAgQ_xLe=
z7UW3cjgBn>11iGTm=L?gT7iD}OmNX5d9Op&N%4hLp7Z>CNjUj!Nh&|zD}K7z+W09(
zPLU!R`02XDUA#$KG0$({c5Byvu1i`aZ^zQSpQ0NeWdE`$pgTRE@C_FBuCqTkUwlA6
z{Zv(By)Fc>Ek{_EBP`1&h-DesyU`sWtzW$STYvA`KU_Th{?9)=H}>1VSZH>eYhV4N
z^9#T5U;XLZkACN${Wsq4{tF(>@t;qNA^$Ms7&!wxOU?kNn-ZK-xm_~~)RaA$kHflD
zrxkwR#bRE<djL9wSZqszt}ILypv1(ko++>^sr&F#>@E<8J}L1f<(V@Uf70S3qkmkD
z1(p+<(>!eS?zB3-mw+(A!#_Y9E3{RDYh9FDxJ!8nDiwruvy=k_z1jd!M<##VgaV;X
zM$m*Au|S8@@idKJlXgk}B8x|RDo+5Jcbpxx$v|gOIut|5ox)w0q=$j(K-ra>f&sF5
z$fIjMjITM2BkWPnu){gTW;w+QAB7>DV+T9P9^oV_1RnZXcF2d>@M$)mUlA~h3fqry
za`hfw8?f@E7N5K!-I6;|pjOCTIDN)$<u!%5hfn9tJ9?cpyp=Z+cn=?bq&M$6fp_it
z0dLpSh4DA<>2!%(`SfhTjlFUlfr4Bt=?W+?2yJ<z?(D!T0P0M^*+k;CRzws4ik{PP
z<aovnyHzH)ZG@(w4pcyfm#rHJY~l`rW+_x7SfORaav_?jDvqzFNugD}8Az4h8I*KU
z&}w%P3J68wTn>kWm;-r)@IJIq<c|<Edly4kd8PoFa$Xv|$Hu`O*T9r<;*JZYlsH&Z
zDIuSS1$#kS%0oL+@C0@ygpVjrRL+)n5ut)At$pv3^;4p-)n>WgtGETm+q7g}k+!73
zIMvudjU?Z@U2nP9wkfjf_woPIQelHzP1M>_*p@=rD#p-7F@}_!?Y7a#%gZa*@7;W`
zxV5pqy0n?ks}+J?ie61b;@x!}X{aB>y<|@$y49r~lP~gt-l3w7o4svB{pD>yP(kpl
znbKb~Z=8hkW5PolyT%P!q2!hpCi>jzWRIGea8qR%&>x)_RIs6Q+#!%6hbcz(fSpOr
zgDS;X%m;3=57T|ZJRleVHG81eBw6F^<g*8AP33Bs$PbI7ZylfA=)SLvreXYJVte%Q
z`MENO4=AXg5QwC&za~vmK4?b&1}@yY4{_lRdmGqx7b^>usY-Q{7ao>3i*0urY$Ef^
z^(jx&#eZROQfxJ7uR{uZvR9`XmE7W#VwO-gYu8?bk^94a<ePy}{>=2`%tCR2jW5&E
zw5ZJJG~(O2g@-j4f!8Q77+aY5ioCO8Pqzg!`x8N?cw{LiDX$hoemS9j#|YC8U-5kd
z8KHa$(M*fegs)h%RvNXswfG2rrCy7Te$UO#!w0eMt2$J<V{ybG854g7;0!NeOLPtY
zD@6IrRGg!Pn9xlf!ZC#U0ba?7m54TmZ8gPntXIVK@vW`(HF0+dtI2YUZc{tT2KU$-
z17)Jap99oB7ojMxT3-ux=~b)JarUW)t*-zn0L5HbtW+*o-<IF8JJa8%@a;R}ifFx8
z*9k>4p+rBvqv@u_Pm~L;_}BWUzxbE_>3{rpz*heFGyG)A`2CBZ0Dt`ids>;T7<@!@
zCHaWHvU5t}oh^_1J|lDR%h$y5F{A_*{5X8GlUN>Oq9lUP+jCw+`yq|_4pPb2p2r*A
zdUEPvTSi}sMi`7P<VF{APw+x6=H2Pv#ch1^;`)E~pnUU>KK*w;v+;xf@9)3;8^7>x
z_Ws1bURd~pv#)*n*O&e%GI#?IhH(e>wD1_+#XU=RanJv<1m=<&Fa59HX!-bDIt^dM
zuGv7BGSUXyQ~{W|+^Gq*8!N96(QS~;oKSxm<;$;9bsKrCw{VdZdXSLmv)b*&$|$#h
z2}#DjFqy*GEcPMd9b_sQ5_wzMpHA*Ilj+0;G_R4}Ou`tHH<iq{w@ys#z~CV!0PUuk
zhmSOHC2t>eV29fEha}X){Ls3Xd`dE~uQYqyAP}C3RIA6|<O(fVA#@$Ckni$R8(!!{
zbjdz1sYQmRveF@EK0=u=R^i(UF|mTj98$lB&|Cx+fgRyX@a90Ih?|2emI4CuH<=Q#
z2m49Nmku<e4id+XMYraB)IJV1fO_A)Wh#g9816>fwI->C6~RfNGT39w_H_3Jm9+pj
z8ReoBc&#7i#}!k+RP|@Fej>XDJcfs%wLTi3p=hj!B|>)1VqBBNYpSzrz!P|ee2}gm
zrR$}8R%pa!*L%lFs3B1l*I{t;HPhJvY*J-2wbGA)<<Z99kBT<>@aQU}Gay8i=SeT>
zui$6#7=S2K(7n!<=h+fj`vYWAK&Jp+=vk6bj82dL!a9>=y>m+02}Q;uwnWPB3#h?4
zQV6M)wXYS^zkjy{=af5uROmpPYhAf(^Y?4zTKB+q%64y$F)_|BHY*3#&04)aZUyo&
zw}j6Rmf&O4aS<#<gd#?i5b|XKCZq#r5(8#ZW<UPt7U2X$ws3GG!3s<<Ldm5iJ?}WV
z#k6bWpR#?BC&!+)0|%je{%h8syl|t}EYmeQOgQdzT00%50Vn(&iHf&@{Z+l?09rx@
zin)ay9wLDPYy!FOwCV>9!mX@%jX!yTg32KBWM|L1V|@eu+Q7wx+swpb1<o~P6uep9
zZMEtoYkYwd<5qEDVJ3f3#9u*(pM7`RF1uyVZdV@JZlyQzryA|=PPBX5-h_wii{_3e
zINIdcdG(T=4@SgM+a?d1=dTGrpGb=WRRsRt)<sBp0e#TzwCXmXIGl>TMa?cfxG!9y
z{9u-)i^eUNJjVo{AXvA`H4L3fo_w*yCQ~Aqh^`_-6LNbJF>g!)olUY4Zc%x29Egfi
z2bT9>dI;aDCizIgOj9^*!D+^7?KjC|Ne>g{0ft&sfTdDv=HY|{G2xpA-zr}=4W;N>
zcp<^RtbQQGBd4Za04VOjC(a*_gxXA)EEhfK?^D`OpeB1Tl!UpExC-#lRf}~@sV3Uw
zq3~|2bpzE<IHmx1)b^bi?6UtvpW(U!wV+{q4NKxRV5i~>^_*AeR<Ci>cnolgGfoRA
zBGP3n+~OFd==n;IhA0MbWR#FAnykF^P&1l9hwwS6hL4)z*4$iqW^#LWe!+3wxfyq1
zt~xb0IX6?POwGBIbEUFg(>Y$pyFC6D+vJ-e8pghk_C?Sc?FN)PA4f$P)x5H30y&H~
z;e+RNdvKd$g14B1B#`5Lv0UzH@2Xe|6U)Gt!sJ1GxsbQx3R!tXeuPZ&P8`W9Aac7{
zR+%VPly&D|Tfh0<jAL{6{w8zyLPEN|bVt*~iUJ<?n)5v^$`_LuZ3=fSE-$v`cVWcj
zyEey?Y{CVxtQ#k`-kV)4C0tIdID#S|HICoWRZWs*ko$h8hDn-Qq$Dw0^Gk6>Dl)S{
z-%Ftj$|gM;#Ve!LfulINxcXyFx-@d?U6<4Wx|vvZJ>9D2Swfz3@$aEwHT=bp-0>rD
zalCQ+Q7ScHr*za7R{eK1h`x}DxDnGOiVOF~7XZBxLj|)AALmaGob)fuGI`6Jo<Ew(
z9RKVg2I>H)6iM}mselh_o`8k%aj-XrP%2kCU8{t>u3@W4=4`CUdbisF7JH}B@d{-i
zIAbc#0r_saGCMOlKR2ryITMlY5EkiGvq1{wR-;W|WQ3H-#~nJR$v^!LH{Xj9grD3%
zf@I<;5r}vV6z^)+vv0ahMABddUT&~*v#^wSQwhatBW&HI1J!##-m;LBs;uX$*jB3V
z+>yCFJuF}==jtR*d%g<O=`j7d9oc>b5nd994JP1R@{BH?Y9;H50DqMucf7mb;@te~
zb0O;qC2i^~=w~T~<E^?F;7GJ3SV|RVtd$CFZmmVz`Uubyy!*KjdTd>B_bAynp5pWN
zOCd@n>=|HRAefmr&#Fgf>GKq(t*Q{sUNvh^;hFw=l3`9x!KGBwYVZ>S5+wkXa)N0I
zjaK>4lT)hVa2oI_3aK;?8PuwkN3pzs<#GbcBpB6JRy(jFs|6?=5?27KWX_xns4{^Y
zkgRM%rep-3(!haH!f|wKGMta)?baGHY7UNS=2FU<3)w-(el-x(Mp-F)@Zl=&(IFNm
zGj+`)&^zb~M*)NY?jOc!6i_3Nvvi;Y9DoDA;jcH2E7<9Ap<cmVtPl*x=8lJ00f@6p
zfdo9Uoevzhk*7olOym#M4kdPaO+re6-CR&Ypn7l&UkUF5FBnw>Kvr<<7IhFOdHN-#
z@DS%i#q%KL4%mOUM`40R^bjiMTA)HA1VQPV2w59QQNu*W;+VRIQpjiQveiJ>lO9I`
zy+9X%wre6FuGgbOr(2Pdb}6hdLjF>i1Yn}L9pE}pYb%*aETwK>ppr2-LE*iqI$g~<
z+H><#$ulfBwAb08-VcyROT<#DPkw%)u)Myt7D{|lKY2MYOzlpow-6uTS<bhhhurlZ
znB(CA?@of^>UUG{@#ps!Z?_Em5`kWY=ZD8H2`HLRia+#*LcjuNg^ezry+Ch?7sNwR
zVECa}_SHi)v!oOviidu(c&0jnJND51q74G`ibda`pSyKvzU%`>2mL%_Kdd$EGS-|H
ztAk!Bx0=-&?|t&*ed$en&4&gVlTVZ}fhzfZ`OqAkYDp5<Dgg6wwlxmwOB{j<ievbu
zvB~r+hBIO?MYqt%&~aqw_yi3dQ#Zl-#bW*HxcB_8|Eu5l^&20aT=<*+{%`!^fB1WE
z{)^LJ|I6FoS?s;`$G`cPzpICD?3bs-TyYq3`1{+Esm(~U-cWZMc154<%`i0gTb;d$
zyRHWa?DFo!;_~91Eg(KMp9#Z4H5#76HdAk=*Z+@@$z#m&9ya6(><hy-kwQxowptVR
zY9Yfe88vK@Ng0GB!GJAvC=45~g_2`Vmu56lGDkCxlSV*NN)f0XSr1GT!LXzQW>%0N
zAsf4lC+o1u=^@W*;gF_7II|&k-Vjf1;AW^V4|{GykJp_p5G)(1CpT&Mx+M;CM>@XA
zIHTzYI9b?ZI>qI~R+jNdIfQ@t;fK~70%%SPD@8E{=pO?W2O&oi)236>W&x(7`Gt7S
zr<5m9c;Yi6j9_Ac^9a(DBq)kYEN~u|JRuYZU3nlWrR0O4a|tzEfS|?1G{iqj2=mH8
zUP%>$i(dHhgNg0$>gkuip~o+|m&X@>8?S%xYRZY`Op4jOBVTCWjwjJAd%m9?Zj23X
z)&-TSozD}(ga!R7idP1)3^_s%3^VzAq;v@_54ME9*@wvv=`?`tid$G|1|Z%+RvU=7
zq%k4whrk7f*$J*;S=U3R@6u9&3sv%vmN`zMAaQ>Qr;aY6l!!Fk!w_hCXaYeSKMa9p
ztX><4QC&FQUL+W0(q~EiA^PnS-T^Z(mpgJdt47o}2&Uv)ogUR>(5@Y#Tx1Y#4F8Zo
z>Stgw6siSevX*NenUQ%y0|-5<(1=n3-hPqEqSU6MHK86PC1I1Wx}ZFiDq6X`^rWSe
z)Uv|z1X$JrE}NB)utUTBJwTsDAwMb2LbiSqN=h-6!?!MjS1il{8#q`65TtY@rP^sV
zF!5=IlNCN<ETd9N-%8P%Bd#rC%TwW2D+6KMftuMNL~1g-s&Wysa?lDBqBRuE!q`jV
zPTL4?4FjbPtdV+kr{f3VRd2DI^4jTQ@e;-{H<ehSXlP@VGL+(2ji{qq3UnOsbYwZG
zs%cnup%DXrEy#qfBhxdic2b?5r3iYZ%DEKj{csV1!GO+HmWm)t@^`>CpM!X_=L2B>
zwsvve6PjweT?j1Tx?vFoSdBv2VaO)T@Wg=Hb`ca9nBf3RCoMJv7eLzx#6w@O``mAd
z?ohZ@$V=G@UCe6vTom5ub)`L=`v{Op9u@-NkRyUOtI1*RC}G2;cD&V;k_6<H`g#Ec
zB{u_!fscbtWK|ukZrFNF1AyXdeY{Cx{ZW=;%z*U8G%*yGZ5nY)^kt%gIo9_?WKm{@
zBDyyopeeQCooG~wmW?`7`(E^KV<j?FsLIiX!+MGAI$U=e{S~?Flb~jCvY?PB4v~T`
zJS>AFP4wK11o0AYlz}9%e)^~7RSZ?ZlnL+TSXivByNkCsZ*1IMU%9*a;Ks(iyF$Pu
z!O_git>y<<ynq(H9}pat5Yw2lGS)iiHesn5gOZhU(<slK6H^)6Xxc97RvM&@ru{ZD
zTS(ldCw1FY_O6>^q2$4Z2L;}Al6j=}=^cnp$KG4!l&6KvgKtV#XF5=w{Z>+CN~p{L
z6;ct@34)Zy?f?~<<O<P=BU6RM;1>fIBS@OS(hOFUxdw2Li?H*e=7QDDC91iY;Nh2T
ze9aXVF^hBpxC)dSvk7&Vm4irfxU@6L;tNMJX>qSu6lR_pBSl&qnS#aKT)Dk+cXjE(
zGXDK!_4Z96c2w|?<p{M6!f|rbD?#5A1yhAc3i&Hu?vN0-7B@dySzB9}H*1X7m~7$L
z7XZ#?>J<=cU#zMTM?==dDp`0nvbm44v<!=&yWg0)eIzoirQ~ifB#tETZJFc5QASU3
zNt?Y!A1SrabV~9^FukHOwW(PHVM`rbfh{_G+S1Zj38Y73w#k#wkb!;)S%1YfNQgvR
zYCUU+hbvic9kQ4YW{*prW{YTekq(I=_SK<_q(cB84qX=W)<)j;CV@?+wiYTE1BLkU
zQ2I3n4{-oT$rO9jSeMi6$bhL0681eEDqCnU)KJ<QP77;kO>fl4$$LoS_(#P*Rmb%q
z`<55!3fs3rNd+nlSj$kZlQ3m`&d;3UW~uKv)t3yW^Qofn;@7`OrcC&RJ&*WH7AQ@Q
z<l?ziUhR6_0}&l_sxawn&y=Qg)asNZEiAJ+(S=nW+>)Myv6F8<^rE86Z^1yv-jXEh
zSqARWY;X9Cus_&=-)N0gXj+^MOw(Ds6JG#)-aNx*Jwq{B7=1ONFl=}co7$C87<^Z!
zT!vx?WBH09fP%{&q$!iLpEnpoV?$1rp1tBnna*XYOFt%W#}y)i9JAGYregZD`9f?#
z@boqO(6Ur01E06zirO*)qi3p8UoNki#gJV(G{OVTqBI5<;+P8$ISgtUXL^uPmYtnB
z9`E*=@G}{xPHEYtz`WW$-)q($sX83vhx{2#RL1tX&;ogkZ9+L$Lip4Rci|!2w3c?=
zcKyKFbF3@48*r|5S_MQkuxrg~i`@>gQ|iW7UoOVz-tIMV!C1j$g5xW02`1F?9>|LA
zQ@8B}??q$tO(fg)k7wnf4Ewpco-gBGSxNK3I{e2wxbMIv142K*@~S56)bY-tE0ijL
z16&GysmOmI-b3P|2wv49XE#hLE`c~eX?~T|=}^-jw0dM}4;&$vzSCU=Jj5w8T)KDY
zS_RJE^4G^bT+yP}%6k)=<bWW)lFbeb*Sj@f5D00V=0RS0Zwuc6T*Zj|@(KU}P$55A
z+=C~s65#gArtK%Uq{OO9+$#A;K$enDCY(}28Yg2jCI6x?R&(qJ-vq;%=_dc+)I9q8
zc(8X~-?ecl?}L8tF4Ym#H@bK9Gx>#|j}?~hZLU1HzjS|fdFxh)=t=!#VYE3n2ffs;
z{n)gWdz}upWA>tV&@3y-UZs&Lw|)RA>0m0jfRGV?FBwTo{&arRc&vsZULJb3o8yI(
zSDFuFi<27<l@#A4kJ`LhIBS%PA*ynj?`$=2?YjW|z$GicTujDHat}BEoNkW&rAB29
z%ZFla8ATe~S$nPKbt#ECe2_pV1EpY*2u@kW9fOOzjh`IPy_P$ho9CZT_><2vfw-~n
z6z(@$1=vQwSqH1ETfm}PfZLAPGb#a374FA-ksPuD%Iz&T2Gu78R)sGSP-adFKM3Kc
z07;+I-a%A|Zb-wugDLq{E``yQ2F#M=`~rOMh$#X2`+u7LwN|@}3wX~hz@&%4He}A1
zh+O1+-OuRDblmGUh>(DpB;j!!ef>XO#0y<#XUDCuIFdF&oWNl^oP!&X%Fx`!#s^X!
zkFTFE&tTv5l7kwGzd)Q<_3Sj8eO1&0{V{UK7`bCSL3fPMK3~rcYwMT)!LKg=?BzfF
z^jA9H{U7(g@Dp$T*RTJ%gRgz>fBJ=ADqQ~OvnT(w9<Z@rhT-_|wD5Qeoe5N%k0cww
zX+^F3XZAvV5p-p4;cl6(mdElT?+lqJPLpF{&kLDWB-6+-<0Nz0DvgC*1te+4bKh9N
zLqKN5zk?nF$JC{zW+1-|a5zlh(50Q;xRv?Hn80SRgX9?dt(dULmbJdRrBm3WMb=YU
zVvprxk(v9eDaOJsFOqGRjJrT-Ym0EUM%!mq9E^n>TqKXI*_G~MjAH%zZZ2bCmm<lO
zw&~c7Q<1fLr9c*pM)OMlg|RrZ`GAo+9NzVAW-LF(@drbg(KHJD0$_Ab4}8?<to0+k
z3gz^4%t6wuP_bkOLK==olx&*m(r=2S*#@#Zx&M<DI?*w{9a(+~8&OzBdIa@WhYe!0
zQpbr&vZ^|;zP)Ub1uzw)Y%nP;Y)T-D@=rhG;Rm)l`9u={87bA8DM>-4WRy^y<|2g}
zXSHZ1BT-%(q-AFbSl3VOL9L6?CXAisfI=(R4<c-|VqNHmlar-NJSAOfvXco&aZjm1
zb4*Fk#yR2Re+)Ny_>VRi9qyw~`D~w_ij#jdD>qDXioJq!e>55W9s7_p$@<ivOd$^a
z(PVYzk0zKSMIZSi4QEn?5Bzet1dUE51A)~}Bgy=OJr9g^Eoo~vqXfd?(WH^zK?y)#
zMOm_E6>S;jS}-j~a~N4bOV+0<nk>T6DdK>!EYnM3#TfR+Oe+qiOr$<Tw9Gf|oJ_WC
za95g^RfC7sq+%R6;WK|h%<WLLvA>{3!<@Sf=oH|K(4y8-2KThWQN-OIVv<#Wx>R=#
zU{c?-W~U3=(EgIoFBG$7g0mzhwd%$9=otrn7e;jAfkXe!PD`^o@ub}@2Y!1~3zLtG
z^iItyKLo`k)urO4B4Jm&%kr5Ol})yUZU|X763aB}A}hmKw(vG;)OG+Y+V(6mSS}Tl
z7$nGLb!)&>g%Cws^#(SA*wD$wvEDPo{gQzpOZ8n($rCawG<2V`%4}6iuN;*nV(KVf
zM^`X}7j)N#?39UDG*kfwh+!>m(x{6C5r)}Xx^rh7xWQ27S7`11#DV)2IjoH1t=NHi
z9+|#T0zD)qWHO3TOYRn`-$XQGS)Vlh7gI>>*VwaW3il^68}uX^Dg4+GSQut+M`AM+
zW49qmuymC6h&ODzc|?|>zzK^-VJB?2LK>3n29?oKB(36%puR(3<{PYKj}V+DnQ5jr
ze2zyNcb_YhG*(&%wf>~(7rK6}$IiXk1YUQi(X7KR3cG_sacbM0DsRv6xD$5(gGB%~
zE(1toE=2JQOo>2{i@g>g9<Sm5V?K{B;`RVYqqsUKi=e<o^4~@b-G%vbwK7{~+3Bu;
zRP<z~WthgD!()VSAn(s&VY)nBWqNgGKn0#Ay}n=ItKFTQ3S4>S?S;bpe6c)V(jj+q
zfy)ERG_WO}vZ6SSQW1sMFZE@5wL{W*$XYBcOis_Rq};uIyN@#@o76EyF0EsjC}YDj
zd16a5L0Y>qO|o4dQ}AbUdoe}ACpTxG$&lQLDQ%an$&y+srGfgkOLB7r2VA64k~1pO
z7y=r#k=PyI|3<G~gGtYZ*LHxacxBh|dR4bxzt(PfUAJXd+^gf(C$+sUTxgejd%LZN
z&6;(k=60)viqmwjRn#-P)!6~%Vzbh5_pLR;2-tO-doAk<bS-#f<Dy+Xiei+8tM{cC
zbrA&HgIp6d;X?GU-r3k({iclVflaLgCsqYXf9%Tv_>~=OhNaz%Q-*IfJYC`03U!g^
zcF8SS1$lsxj(32{H}XKed{`qVZ1OO!0EV?j;Uf?lgkx_|lnoo%VEc(93bnxmbR#&C
zitrl?vkMD|{5`j@FkuN1u|$+6C+Dx`FOowt3SM1VS+VYLoRSS0WCG=Hit^zDjmzMw
zQ%1}aWLUzLbdMBzd8ip`omR6U{Iv^`%VxJ?TgAyqte7&$hadX_-n<N8DSgoC@Yu2L
z!=$RUucI@(APZG(YfZs9c;1<unJ+F>CTF*+Gu8RxRJA-=DNdGV=I6Hc(pykDUX=Om
zJ1x)ep*PKk_Vt6Vy9w-24HKMGHI<o+bo)lF?m}_0%U%6OfYCByw3IO<b>xBf;*$-I
z%;>EI${YHsHYk%WN_zmY8AM2UpHQ@bDg4{PG7oSIQ7gmnV$ZjxeLtBbrV^p*nhX(}
zrP8ajNk?uxg|DQHVgIF+Om{jphCR%k3()yyFS##-6JiQ^Cqg6IEjT`22@-WWEw+!z
z1(R-+n-mO6{)Lh-lyslH8(>JI%!`rji!oF&(!CTQTh)teu)kL~VoC_M5J+O!2fIO!
zs>s|p9}pvk(Q841PKy>lZmdu#GBHNtV4FanO-%Yt3MPvY>h*w70IY)vV_A>e;C$b7
z8%}!{idhyql)MX&-pabG2WGIs!YNYQKjnfefJ%f4R@*n_UJi)1<u=+}Zg9|2N=!=y
z$Cx1MTmLO(^}_`P7a>lKDJ-}YXu_BRL$!ilj0<};P~Uq^*n8>KFqjMYKzafO+k#SJ
z#N&Niuuc565-+tzi>=#&by*H9YXQPw7s^>2AP9~ROs_y{aPsjO4UhyYr<*lE6P$OV
z0RrhkDX~22*}@Ia2Z^6Bl@Ldb2O_peac7brh0-2JWR=-qERVFvD&}!ebuzd5tG71I
z)WBhp$3y6ovko^jPDF~3MvM*HPTlgb6g;wd4|bZoOdqyg{osTWH~G+Yej7VJLW^(i
z;Amb1QUr7WmC1^ua=u>03%HGKo^bgpA#tuWxu6nXYk38g7b#GDxC=A9WSt|mKIub%
zIZ>z-HN#K?_Wj8%{8NXRfZ1cZL|dGmBt(u`4UV=Wl){xeY{Zy19+tZu>bEHX0ZtaC
zX6L7;Dl=@Zo1Us$o`rbfq1dsL_T?-TKK%GiMR-Q|=YOJT)Wd8=#AJQT;AY<d5)q(=
zuH)3>?~8NUc=u)WUSdfyNTT7Um#xIi48NFM@@DOOJW+BPE1Hd4oN(B%yG~<>wT)%?
zW=w7Af?JQXY^~de&8uc9H$$O;vXzj+;(QEuvdI{<uln)%LR>lPJrN9b!1l_(N`#=d
z<;>-9O13KPFty9dFVK~$uk73I{(v>?!{%+XErmV?`XyWVPYqa5e@=m+bGZIWVId;~
zs(zwVJY4B?0I00XL@JYa&9>4d@K_kIxiT@6aSc_SHlYxrEA9acO5+g_g84^w@fnxc
zOw43Ru~3Z;*@Rhmy<+wmR^FN)U^8R2k~suMyyShzn)K%s82I;KAoIx8N7#%NNnsIK
zaTWK&tZn`H1eRMa=Wr`QCRTE)Jg;WVi^8l3;iBOu%IYC~rFT~Nmt*k@Ci7%_5g4aV
zl{EZDUQT>|AC7kF2XFi|F2fTl^{gsCvJWMJwC0Yb3;93)+{N-GL@OuX=QY>cg^g9y
z+p8T|q|K)=Z6yg%x>&~%>A?C3`d4okp0DLyP?T`%Ia%^4_B<ll?N#7F-Fg@yh+Lp(
z4yppbrc8pYH4)Yv-n;PIa~jqaX}F5t*VJ8!xRXH;>4;EQ9P#Yh9t&!hcdw2UWk@(h
zXnT8gr_yX47*{tSkBFM(uIGc8X1vm=Un_gAjWM)OA<S*3$A09h(g+TRzu|<IgHIU!
zQD`}Mz{#&C{I4fDB3&NO6fKC}OSzMJ7(BK}rg47ke2FD9q&T9#-?y}o2f7~CqVRJo
z)oQIwU?kRJrvno~DbjQQCt`{>EmtR!wVO-VNQg@YBSPGPUBe#d8vGwC7&H}_6H;bi
zM#I+DYRDa=h@@6)s9%>5J-miQ2XWL9X0F<+!|J=$#$6gt=zstge6`QJW#?`3U&oD<
z2kcm3rifAq2$*0w5ry8)fBS;*O1khJ>pCsvzz3%L9)TY0bYSV&aXJSa9xjx}RtqQc
zs&6{C6cxVt6$kPGTN_sFKws7kKxV4Kh`a)mIl&&VvW*(Tz5)0)Tnz6AV#+~7e!$5e
zB#EhaNbwBXyhW4w(MoU}sp4)?1YoDz!)uyE2XnVAv-NaKP=hz1K8F>(`$)hM0F$=~
zNMH0ALO2l8G~5Z`86Byl+E_zG^-Tf;i%Us$dn&ueujSS*g&RbPBATCLU95DRYWI@W
zMSOW!Cf3PZwJg-W6wyy~sboQ=e+^gAz;OVKgRzM5_x;*lZQ^#XK@nRYsAcf-gT)7*
zh{5q-OBKLthuEyb2$K2|+YdS1^ovbSiJaluqn;cq;w`{0f*dO-0$Y&SgFxUUp_C5B
z5jFGK`S3?^sp1G7#rvu-vL3hsI|@E<1ve*w{SA{CC)_|2ak_tI3+%vDvg(w;=2_32
z&~`HW>4Ya|crTx2%ba##2s8k1;EV<cv>~Sl+c3}wibOR+U<}4?sFOG20k**sV-#qr
zK$-`7Cg^AK3qOCOu>8r&($>b^2iG_5-Co{&uyku>>7&gM^^^L^QW?=9BSq^yZ8+s@
z?hV+n&F98)FXvv#m2$7=z5;WvGf-H5HTQm)_=vw*%YIVEVc=8iDc)u$u;==nQcET)
z=Xs+N05dpV*eEGJFBhu7H9#ogW}($-!vTud!Gv-$Kjy<j3=+W!y?7EgmOOW|;<|0m
z{gk};l@l<ee=Z&);Iw|nNvD6>ogD-DF}WjDVrt%FvRUZf0DEGYMYOcY!i^LVN3rmY
z7ss{{)nK=Qc#59ietdj*=Q<^_x@)n%)8aK~)8*jIZ%1j!pXRR9WYC|tq7-*qt!`Bt
z&cqO`xeoSiZ2NRR%3*PTb9ZS;Rp-rU`mKX)o&1GpvT*p^?dgMBOf5Dkf&=`fR2eZs
zZgpyvn!}MWV;buQww9~3yS%HIycd<^HoP0|;65DtP1-&x!Y>5~$q7&F6X8zgHn;qE
z<-wY1vYQ<k5GYQs1UUt802PTbT=kRB_6ra3Q`<BEqc;9py2RB@Q#_$BEU~c)9kt}Z
zVuN|jMM%E-*9!oVuCy9reTkj(5*8tafm}wC36d(p0=}fyA-es<Dl!TB=K|86T!-Tt
zBE)K$lQ=%%=Pb_&A-O7C9KP}W#p^BH*LEoKn>GV^k){}IsLb0n0qEsnAFB1suS=>=
z#75nQ#RUP6vGtxnB=UGo73V!wuz+jQDRRf7l7bw0Kc^A}DwEEqw~H!OV2J6|;1(;G
z6ZhW%<fGHHpNHPuw<l99{kI1{IE7uq7qNSI8850gv3oer2~YU*geotvF?h${4XB7i
z1>qV^ZiBorz_g`dOMj;e1XS<9<52$2J+|EhkF>lGKR_>Wh2ev_d>jqx|M6(e8M_aG
ze+0?|9HbZNjL&-@F~MW8iTr&>@*?0bGg=NIn*P;qnK>hnCknf;2IwXib52ryN*I1Z
zznVr0i!_>@1$BB(CJp#R2r{~qXVLjHr}Rq6eEiOk-$E-N?LS8=pI&T6D_?lLJigyY
zS^4<bG+O!0{_$4@y}{Ct1fBl%qqy>&ReQcl3*j+6It&IEzB4Mp`@C%X%&wQ+tNS;S
z^!a?i+jX&hNPfqiR6Qs43FoM;*kByXy=Bx|H;un@$fU6t_yzm28fLhHq~o|eAO}a<
z$;Q)txEK?M3*0h^8mLC(gWAc}z~fidPg`Iaz>xHlnxk^O6O&|b;AW(Aqt!CHMtps0
zj>Q;e;xDive{36SehKy&;R6oZe#`rLxn)%yj3EkCQ-MV#<`}mCHG`fu1J47_nRlRs
z>);NuK_{2cM0m<i*?FPN5voQpCSv}1YQ`<M_Yl=Nfx#)yd7=f9PjCK_D*+I<-^f%)
zF468{F!~^i(ZMJea3PYQHM_?jXtDZYla#(kU}N86MgIgYx`Ym5tB1>Y><v`bFKU7w
znKKo-luT=;3=AA9fLG5K%h2ubAe!rr-Qd%D1dUd%zY_{WZv;s@f~0+dkhI!Tg&hHS
zVX-d$-tm9%AN<B2{uhlO{@Y)f`wKs8O~3i!od<vCul(bm{5L;${%`$9|NWOkLq7EL
zX~B~nh8+H)R5Be?1hi>FjJUQ_-UBG5UD@W>s~KMIJ_1fmz{k=hq_2s^<;6Q&6I%#P
z(dyi-?d*0Z;Mv|SG~Imwztr6c#jCPCK~PZ(Ku)!bs<lUw4bWz4WM8N(IonRX@CktG
zuonUb=adaB+Uo*9jexl%DklSS-bR2B1E*6NFOB8>?3Var$DANKEdbJh99I#sj$zxg
z184)->GayLXhP@?SPkhHghkF*?~Ucx0CCXt{35S!E*GW>h<^#|9GzMqCrgq_1FtUj
zy70*L1<h#JH<qV8nS||=nUx_=MteqyK_**3{+rprF*fS}7LPIc2Qz^j%P+Os2OXMm
zs@?k9l}5{?O2<@Ln~5r<L9>NamQYpu=7>~I=O7rnTOk<Sz7~r#;&%!XTGSKu@0&%#
z-7aDDVwZow!;P+fBbHsjrafr3+Fng^N3FwVkYo8}*DH5w0{l*67Fw3=H}jG0BYjr5
zghVK1y2gfA!k~tdJ{v>0G}Fo03<Dce_UEFF3j3Q^`pgEfv-C3=6%W+I=G(q_!^w!{
zWd@G=iZGs~HbT+1m_E-V8)f>e`dMfCl!;BFtmZP?YsRuXyai`0yP?>0(vm}$$Ur^4
zkHfy0yf<$xSs#8#G0F)v)w1+&cm)T3PutUh-?R2i;P-qe9UGoGgMhHhOoj{ahn)|k
zPltZb1{f{?A55US0%W4&6rfEMVCIazi2&-xp^f;`p8>ip9|)xxAKJ$9lGmm{%@A*A
zpPfEAhL4uaTNA_{Evcy`8VBNcwE^ctNITXpE`TY2S8rIdpnR))$O);mjKX`%=Tzbi
z0{Fh(f*pakB)mwdFmt)KR+_YsTGC4eZ3b5p=mRBL0K^->@lLbn)O}EI!Tg?ZQ5lFi
ztepXAOP(!^4h7Iu3&zu8Ck2aXvYB_dS!F-rU%E`M!2;ib0lsNt4WuZi-WAx{%dQgn
z2F#=dENiUHs{{dsOzBc{f5NUBA%rkVn&ku8Ku=WI`*8C~>NO-;0%q1CBSiF@Kwt0Q
z3fRmF3@>Fd4yZ1VIaq`V?*ZrCBddMva%uj<nSfxSJ8&qFmhvQ&B~DI)9$5L(_M9?n
z+}oQt=O~Ep%Ti3L2e5tLBeILcLxKASDZ@sUawH%h;|LS<Frgb00J45|1&@jvEI7as
zxX%=T3UD@<2pB#E>QO8j=wUP%{U_ai#25lY0DAGBh(=$aQmSzaYtRVwM8E>I)rQ9s
z&L5T~bmavsBow63M*}8C*O7;T%VnkLDUgQ!AMxPAM23ymBQXlQF!%qshiZt)Kz9{>
z_8ZC-VF|qjgFi7GWM)o*dSB|g{7g3&m$wYck6=wG0DOeuichxg?9|Gr?5^<$ApbQA
z`PQHl7fv@AGzKR!&b&=2#<LhmWuM=sfP|~Jnl4{V_-VxFhVmPsE~ECqI*M19gxvC1
zYOHYB$+GDaPj=~FEOW{xF{upK0>8)@0+>q~j`^vi%5i{j1G3Pq17xpKD`y~0s)O35
zu<fkyrHp46qD&_uOZ#*RI2)uABnhlHh%9nE7fqJLhqtcU@gSa$CR3LB=~PLDDbu!;
z)@6#+ViZwQDbg%2y<H?t5{I<XWu9AJLG5$^9c4}*uY+Mots`R*xP?%<vaTPOZcBKP
zGBuW#dcB}>nH<$l1xp99l}Z{JT?EHUG9IHPo#GZ?MZbbCC9yM<(^UOCj?k*gzg|WH
zz;@7{WDI<{_J%Sjn|O&-UzDUpd)DuF&01am;-x@dpRw@zfj0_l*kx51sovaU#e>|(
z`Evw$m|Lk-9`|l<F5XyCJ|RIKyxPgFO)8hw+gmGlZ!fMHe1w|ozKgv8_E>oLi>MPu
zY+Bm6b@yA=LqfyH%hR?t5GR+Yy3%72=8b{}ozflPW8&JF6H1i1)gh2fa4tLD@-A{>
zt5GJMnDD==H4%lRh7B?HCxAD_{iADj$emX2FXSD!+-y)c_I(=%dQEh9nw2K83<VKD
z9#LrOxSf$>OPqf~V-S$10pr1#!Dkvzs-Yc2#hdy7f6FqaMNB4XQWTTmn}Sk_2%;cs
z05GYz=^<{OW4IWmmWippiDeuK1oX&TlERIMX-BA3#y%?eZZ}P(B{w>~vZ1v3gv_MP
z-=74Hq+^nViFC|!US+A>Woe2RzfNNE7;mgdHofr2q$tB^$x)j{%NbsgXPW}Hb<v$A
z@v>sWRY+bko&Ht(&zn6U?|Kon=6c+QE<(k7N#12f2>gv-B#E|hq)}`hH1t+9mWcOy
z(L^<))V`Zqhh}I&M9)@=ePJ3wJ_1zzlpX!JoZL7N5Mm+`cOjp-`KN$YwQd<f#Nq!`
zskMNQCYX}Ky|Aj4qG(xV7C}s6R-KJWOB;NriY(rIPlw2*ej+Oqu0h(ZLG9)%lhJO5
z1s^d=S$}y7)RWF$cyDYVM0-aZTIF?(*K5;xPDX8!mQErrJC{oC(xiB3P}$}glg^W~
z>IEv^gQO?9Y-!B`%34GO<3<~2XS~oly{4`SIb$~*_<qwDoS$(pofL&a=Otfv7VxYA
zRBX8fzAHCM;CI!kS1$8G97krHR+V#lMZ$JI01UuhuMOr00)3i7-pltZlwHD$9nNeB
z>!a#|I6MH@-mf)-CuOX&BvJ6;6$=Wul<JBmKx`z62xso>#O93_7OQ|z_f#<bjdNSz
z`_&I|sV3i$(D(_Rp(M$+pBq<Gn)1jZ;^w<=6(#DPeumFF#}kGk+t^V_(cw%_U~oc-
zeaEZR6*L66v|LKCCXxZ7s6<%d!J{#pOXV?*`6z$%FNRQ?_EC=heH`K$>~g<9LuBH`
zp0HgvyEl|A$UU$J!MaTzhTIc|F`V2*h=^7ayXC<0?ZL#h-Lf9myxKPT9O<hsK+7W>
zH?_fz5ywf&qcTMY13L{;wq^BpPE-q}wJrD7xFz>%R0k2VObVbX>r?q#!T4Z`l<j(o
zOD%JXqhhDpG#cern?|A>Ytu-iYi$~ZaIQ@w5W84%uT3Lj2ir6n<zkyg;yc-<QH9)W
z6G&+vDU?gv(Y7C<aJ5Y$qNzZ83O&$)62j)2lqc(Y7hTNO{lzR{{0lovDx}Y1M<i);
zfW~|&bd1V6ALLpfYA>fhjxpR;yuO5gU)GI94(W1>9hm##sdC;rc8u+*eETT22s(~j
z>gijiT@fDl+7y0_?0po$Nh+be$FAJz7_urW(Fe_id>ID)cGVOx&G0D|r1tvJxELYX
zj>;+OvHkU|viVtuC&Z1cg~vDV1Y{yO=uod_jt7>^H3UYzd_+0pBDCEa22UeM+i>_b
z97Z}Y4fpK9hrS;~&J5M|SePDlJbtbMwgsGp28*}GkSFAy@B+En`fK!SO7kla&?!XP
z-1NMjR=!&X8K>vTyTQ--M!VAxvDILpiG0P%LS?E_WuNU_5DJCzlgYXfyX<W-386=B
z5XLujS;aziVRpJ$s<=F@xyrd@h<7H<rB;Ng`pC>=8AM~!gin?{S@1M@)5T1Yj(aDB
z6<uAZPCHZE9L6p^Ro94_MJ%Qz1w+#GgMx`*`-Y_9^7`?~g65L7tSr3xK-gq0st=nO
z5St*<PS$ezGKvAz;S&sZK^Unvp{M$DifLbU$>zfpWvy5iUYSvRvKE?|VG!>}05a*L
z)_~2LfmKW=2Z5Wi)~_$4m_Fvy;egfZ&nZTjAdu4$Y87OZ2ECMRRZQj(>^^;NHIbjP
z)*}O}jBr$0OU%qpc0Rw}o)CDl8gWm!RDQul-hcFB96>gZAe-f|%mX=4d6JGGn@5n%
z2$nj6Yz9DbW)}dUE+5|De+1b~i_i$Nnb6re`j1?eb0f%RG{gw9S&fF|4_0%GAe+%f
z2D-*$!-U~&yaAe+r|vmUN=?SQrw80KBgp1lF6N9JJo(2E1QkjB^lN<-Rlzf9tfFHG
zC;b>@kAIs?V*-Dfbu$?cwZWRj9^8{p{Zb_HuO6<(v(NG?%QJ#(MlbXMpgJ<J&%pRm
zJTiDS3;~ypAe(6-j(|&fm^{HxhQ$gX#El@EW!MS<#5IC!_Cz}z#}<v>GW<D$Y?f1X
z1Xi!TGQw+@VMHL4o&~V_5o9w0+KE-c>~4QmkoLOC1R0SNpDD2V5oEJDRz4TsdAr`{
zJTZc79!_ua`Z0oRMtcS}<d01~$J_rtBiy$Q%!D)EZ+Ra<Hm6S*o(R6@0t59%@<p~+
z5sD}DfMqt6%113ZFgQn$%_GR>+4;#*)pg3n8F!{QU0K*(aGm+7s_V{g&sM8$b*?xy
zH8VZ8;FR3i`O5sXQz_4Gvyt+(qU$VdJ5#0dOlh`KESDFG&NdirSEgpC-SUjP;Lew~
zXXlE@KRs8RpDR^o-O_Az(iuTEk06`HS~d*0<zes`0V59pjI7>5Php#>SLO(^x#{iO
z0HL#;-qjIg^9ZuJ)0IyDBgp19kU+aY_wqz=Vyg;7L05oV7?`}q*AZm1Fb!h_qIi7e
z5oGfK_L}S-9)K-Byai`0yAfpb2(np1cZ?vLN07~o^CXah6nu;UFSQ;5+Xg(;2(ozu
z*=)(b5oB}69ziyXv0#E!Gp_UX5oEL3EDXq;+$>Cy2Aa$<S|nDGoQGy95-4;8*{qf*
zd>GiY5|=3f15W1vY@qA5J@-?IfHs0`76AmT!m<L79zizOJP#nA1&RgY==cOtXtFMu
z+0r5Gx`+oC12sN^Y!)Dsdg{>^MpYa^HV2WON07}U$mTSZ=@DdeL4~%eP#_7cBzpbr
zg9-^q-w|Z<2(lS3>J-FtdXHy?FiqGBFi<eDilUs3Ae-I5J^(*Pkj?3EwXERJ3Q;?P
zZ0^`W_gZejI1p+E<w~O&K{m%PW+TXEVQ%sx4%r+6IXon$EOR+JWV7bv<1Vw+?306R
zjuGOJkj*Bi;XyW=T!#bMtT_%5vN_1}=#b4Jen*CE4)H^vmmxqlr!zh3^m_Uso7w7p
zEC8GDJIV&1tEnAuD;f;kSwR;Nw)6A&UpwUHa<6upl?H&FrvR-y>1>x~oGG?^&Pjg^
z2?&kCS!iVHQnZkwJ!4N%rkT>zWRcgOFcPAlD+Hc7H9J2&RhgORj9k4eK+b7WGru$;
znWm3OOqTG;5+?&Vr^uNiUV>EUH}RK(?VOoH5&E5)0L887xD#I$H#E4KF`~9=R{iB-
z(o{A~q(0f3BSFAp+zBk=$+gv`mD`&uD*OJ$@+IqT3(KIj=6bv3U4%B;s~uRS$;tTw
zf()1PiwN@T9#|hyWW-(fVGV&4OOvHZB$i6!l)C3p@@}tk;Ow;?1`?YU1Xcv&x{FZX
z&ApbNsEYqJ6;{n!t8I4>=F#<_3q?%KD|m6s-`92>Z_lmQ?N(>!YMd}v93kMfJr>X|
zKkKlXs?YOSasc>5e|da4&0kLdO;h|4tfnS7O$(d)d#|qzC{wD>i+wXp;I5?SvO^Uu
z)yH_qz27%8Sty|-&JZ5ULWq}FstCtka}g_4PB1QOcN5wi1eHH<5vjek?{=!ax`p_9
z6yMkaHa^A^Vy5jP;=9vvDF9m~j|k%q0>PH|wh{c<LPSW8`qjoWgxR*LJ&LA{k7k)d
zUL#Iu_rO+d@j6ZNaS`>IB<YpK&5%muD&!v_060Z{YH>)2V^c`uWc?+}RQKO|s*un8
zgR5~UytmI>`a=r9(<eLT+9?r$2XTa@d#9L+_~%&eB|`*mOXJaCUyt#?WC349c)sS2
zTW{^yjf&!R`tHi&^7@MZK$mfxv%R`22fuBsxQglo&EU&nNmDW~_hS?MjX(9O@Pc}B
zt?Euq6=x<(vy&r7wCeoiTzM8QatkHiF<#qt=VoSRrm9orxoxLd*>+0{^A%^lSS?nH
z+mkb8#0*)eROa1EX|_09Uf8Zws>PYoOxc+)Pfoehyn(!iba#5TI<-AJRdgJ;I6XDB
zJ-;vozr5Ke=!h0x+f_^xy&zh@_4_BMKKdvB`O@1HCx8F_zwtAde%HP5!wctr|DQB|
z{OcR<UjMs4%>ya^a~OVLPYaKy(6>r8`be??Jmu7~`NDT^!_CAD_A9mY2=q%^l(GCL
zh)Rv^f~HUrea4Kf#ARzrge#Z9X0dPC!JY@<V0-O~gXrZ5ENkht->TN??t5eTwOSbw
zoc)5YZ!Uw0dRn*vA}Udx3dZt_z3y(SqlJh&8(itsua!O5?u{JGY=m-#bKO#_eK3fF
znSaxOrq_R|C#}RRiN~*m9LZ<0vHY!8!);^#%iZ61<35(Z-rFhMbt&la6ZbAt$AGc?
zvg?&QHMn$P_V~3P_*md)J>2<#Of?B{(XABj*Sfnx6vSh;KBNf92u3Voi|Yra@Plc4
zI!G~V&jcULhbfAa!6%6L9OQ~9%l5p<WWk=cXM+!BZDCQO1Y3aDjEHBu<ZL_jg1;zT
z{ji8I&eY+xdZn<X1DDHYrn;{@>UNyMW~<jJyJBJSBRA_+2^&yuX1yb&yz=}nB0Bd8
zZcEu$9<^II#}(F9EMsPg$hbJ0*>Ygm>+%dJEog6fEZH(yjrcjd4kGc=&qU+B1sN!G
z+AfKP(({$RjEfMy6pL8J0+qB_yAgVNEUyezI+!3{4fyH@)~@S_7Vu3BaQ3C*>#eeI
zN4#wHopnhLJ^EFmPK?jWt<+!&Z@f<v!{H5f0Tau~xSbjXx1ron4OfuCLV(6M5~>w*
zQ+0cwu$_sVL$_6f1@DaK8h2y0HUwz}U*pzlcs%`^tB;2%r+Itz*ccCEygvQ6So%y$
zS48qp=#B=vo6<@oQXIWVJbgXPYph_R@ShYxwB#12_+ZRsX1Op*WyA~<KDnIaYo1u{
zT#J_<Rv`TxuF9(03$s)19EaFUOwe*Li{~G<YEX0?%bmjY9shCSIk6@91Qc+o@tms5
z1i8KiBxjX8xQOQsw){-@QZSLPYl0&8yQTR+A26(oOPBQJ%#5{C*>^e>YtgnoYPem}
zq0`@m&|~Y0yGO~_c3^v07iShpn0qNisUDxA{k*eX=e9aS&rjn&)z_zSv7q#Krx9>M
zRq8Y@8`O2fX;fc*J(WAdy>bd16zwT+P<?d@&or&(a0(o_v2wY0g#vP70(+(1-Zs@>
zLRM))cD<5YetadBIOU?k0{hEJg{V6UE@^zx;=8Mbd2HTxYGtQhKd^euT65RguHh75
z;ZW`fTT+#2dyqWi;;Mp9_q8T&GUWN5E-@hGL$?W|=T5`&c3ZuA#cH;?miwsYby*es
z5)Jz3?F0?V$N=p(%8^6o;o5)3pDa)6{ljN0qb{C>4M0!o)I)w@rus5MO(skvF<CWR
zCe#lG{i3fISYdy{##^VR*yL$iz&)zf(QAc`Qy^}>?1M&K5uLFg)*5!X=XF~R_2`wQ
zTZ^}EuB>g`v>Q%muhQD*d$O1KTo`<;#U9;PjDYi=;C)5#MXgstYx8gS{`^0h`$y%!
z_{OLI?D*23f9`+ygKrdme)*sOw}1csU;o9WFL`DRCOvfhFHg%A!!YC+T?Pzr8K8#1
zQ`lzeMR9Vm8N8;T4OX7EA3IQADaCMTcaeV>yt)wE`FuTi@j&+u;6qA9O%A^gQYtcO
zfvzl2gu0B#JHfk%&|Wo9jx=5T@5<|nP;$(sH}7FnTO(TzSr6Xj=68d7@6`Qcej6HZ
zQs^m-cPg>kZ05_s3xbT>`Mh_~Y_+|b)T~?9Alt`$#ZZbvQ8`H7!)-m$Fr*pQicP5)
z&XaQ<RJHr05r-U5Gk^HuJSmx>^ECd(IR#qpgcK;q6H=f{Pe_42JT_$x!_J;cNP?a{
zA!Rl(546Jxd6I;igR*`)pLd1UTq%la0(h6fNbIr1CvUIlhrhF;U;d^FzoPpoJPd86
z@(KEAP|9AzUJl=VO?1EWP(EL+J3AH~e~}Lwsh(56Y;ARV^iw%wDwLr-COMh(9r!7Q
zI?Pmh;<`y4r55Iq8g{CKf*wy@rSfkml|LRSZNG7}&*P~ag%!8$HY=Do+W;pa)%=uH
z%ww?u4XI5C0<hHtMd3aUZuGQPwWvB5sXCVg|8l!+&@FE+-dItD?~%>fMew=$;heo7
zsbd5$wCWYXDJ;Ics36fra!_dTh#F9$Q=p=9p;T4CwUDBKr4G)Tuzh0+PVn4DZKu=f
zwLN()F^_8@m8a`MaxCWsW#$8d5-gP`?McDD1Vs|nQ8WivQr6G1TDW2E6fk0OqbwV5
z+3nyoO78=@5h7VsF`=eg!*2iH;?0!@F&V<8k;rp)DY?+iuG6eIb=d9+Zh&Y|g~Giz
zNkj!!W7WLo2VHBgi310nt;Gw8Ob0WGt(Yj<V5jMep!_p-`?8Q(y_}%P`|!{VjJuX2
zFd51f%TUT+JbX*UU#P4ciDBp-<;M=sEbjVb>4@x%TazQR@-IuWUlxT&^Mt<3G4Du*
z&F=`~>~nP^!g{Gg+=y`2EEgO8kvs5>StQ?C<i5i+Z+%?eTiPw}74T}L_hhj!J2_e2
zo}Xe1&AtS>Xl9xJxK|^lZh4PlHlKr9fp1aHDdLyNlEgOYR6^#`5;(jXVhl%V*3%(G
za=*HARZ_UT6)B(tbvSMPICJ)5`tphptUM~aVrMsm!os}Hhii7jm9S8Qm(`C|G+ntO
z45O$Zt4LR3mos=NDO}zTHya8F-^FDfc>S40h6JpHYSkK46oc2QFRwSlbyG%1gBR6@
z(`(^^?zHNMm{4hKB4h4Or`2{l-9r@9kJTID+T6vCUSAFjunwg&dOchWP7YnZs2HG>
zR6da=r9ubq|1>r+X^)0eguzCN%<rK*POb$Ra8lKUUtYPF_z0;^ketp0M`6KNzHx8J
zez)Xna9Sk4#NvYWQ42SuOLfQfJhwSc7v{4_n4Gt+fA@#K+G$$XJ2*6AXp5u;nddfM
z$<}5A$^h~TQ<b_9d}>{3g6f*bRJP|{Rg}Rptt)#F;Tr57>kX_t2Av|uE1xdZ)HS#K
zDlWg}*AuiM;IFvUlV8Q1x%?__(&blizfND(tvh)esk?aO%m*$6ze?&#FL=pKRhpkF
z%}n@6d@Q8;EM&_Syjp(_RXoOHVt{gyXYg!X&MDrcaSh&wK|9=AyYL0<VqT)#tyWcE
z-M2ff9YlXnZ-(dp*xzqKQGly<rLz()f^ssLTvTogpR`WGd)3YZ#h-o?S9CmmeOQAk
z7QDQ+TgH1xT6vNXWUjAB$8pIoe#54}fwa8O(%Ro8pIdfC^!U!7f>(IegK-Nhr)9_u
zu4EhlL`v!Oh~Fl+UCe7L40UthK43L_jcv#Yab*2q!m#5)rH*y70_})Lbs~TqEjg+J
zH%jQUIyAWiFQvUBwK26XtTVQ20L*N4Jg$Gm+CDI*v~3Eko5;)u)eQ89(Crfk)wttU
zYuj@>4~3&cz5;WHPHnqKT0GI3sIsuQkS(HeQ$t8Q3{@)#W#{wjEj&h@{dW7n(@iYA
zJ*odmY1g54*gg=QLl+L#1zO&XjroPVR7u)EOm_v`7xJk+C^4a4W^Ytg7jOd)YAPOI
zwPrrdm(7<iK-|@;b<paGhHt{58ja%%J}#2VaNzF3ytv+K?Ga-bicrDTR=wWZrw8aQ
zVVDi=a{g;V)GO-dVt;?%CU*{Ft(y2#o$oewC;UPtq;A*V?KbLYH;m$%Q#XWAy5FmI
zezl91gmY~T?c3`XTGaxqU|bq;9xhqXskpJJg93xL(sG3|uH3?fkcEojU%yBTA?bu?
z?KmzLy3~?rvU(l8gn!U=JFQm5aw>30cWu;2)P@$eZFi?rt5!W>Bm}eTt~Y^K!dzjp
zSSU^xFco2~P=FV3;Zr(;!7shMC#rRIJnty+(BoaK8Xc<Rey7%jx|4>0Ll!w=s`yf(
zbEw;O=`lW(6UwRBSY8Pr4m!*-)&*Y*|KU~K7d6^WlSVdsB<oq?XC=R7(%XB~x@rzu
zcc9x9i-^kT<<(Fqt0C`HD!5W0pJvpSl;my`Uez934xOaojRB+9PhM9ICnQcOB8`)A
zgq42@ht9}8dNFh+Jks%@&(=9oc=$ljZ?_t={n9(Um^8hoiliBP_S7w9`mQ!opFz*5
zk^0`~b0RcV1l;|8->WB|^#_l|RHHB^3JZHIw;z7=n18b*XAAe6t-_;1+rbXP@l`QL
zD_$W$<g|U*32AP5Ty7<O<}5}IYmT~2_oTbJputv>>@a<M1x<faT~C36tVnz#K~14h
zbxsny=fDC9DE>KV)+wGz=U*v|&UVUc<BGmfdnCmm*2j@g8<YxiO?{3JBYd9)#>WlI
zQDcpI5lX10M~fqN<RCl77N|jvQk>*}^C}6)Ag^n@Mevwp_5V)Za-Ful>zU8|)X(l4
z%X7+o<PdU(uNMi)q_^Rr=bzi3=ydUCY(>R5Fe}8ZBd1PsvYCgzzY`h`g`INCG2U{)
zvGK;urIvmNuE>6PiigSxs@!Otn0<cOaq@O#oXF!A4kln993^AWl+sa*4lPgbIx-p@
z$*Y8T|0XA!1B$-C85tbjE>u;xB?^s<mv3&0gwfIwZo<#_H~L!qJ&sq*`S9o<9}s9-
zXww*6IL>UTl+m)G`r|YIV9&H+42=GJ?~~9MK)oQhxn|w<Ys-8{-y?%dD6OisM@S0|
zE^)_oqxNVtxWbM2S^a*TtIq4;RY#o9BBSEeCLP;GL*l4IfG6nV(F;7zffCu-l7hb6
zZDJXUjFz!Yoi-XWM;$W5$`37z_#4J6%1|d|-~PT9UTP4dy$q3p@1K+Fcsd$2s<S@x
zkI#J6L=H{38Z5&tJ~D7#T9yfS320|DfIjn)qXc-I@1$@YwKp?+NxvX{WE9<L4OFEb
zoMRp7gi_|J=jQ{@AKZ~Q{uom#{k_<9#H4ZI1XH8cOA)@J3D=y)cE#~iUe+n=E^g}m
zgqL)}rb`>H2q)=z<)@r(ID7E-=<P7+X|c{44-^Zi&bc#Qjk(EGR3kLlnW8f_g^N^Y
z&Yhi^*)C63C$}eOi!<AfGw+t>iq+}z)YMGTEfr}IqQ7f1#p+~nwz$18IXhV_A|^n2
zcD6V*H8;CmbX=gY&dyC%oY{q`QmI&+a!S*)&g8<gj|OY(G<-v7-T_;`@?XB!_?^Ff
z>)jvxnZ=JB>kohJtN&Z=cYf^5$G?~V-pci#_*c!JkxiTQ?=XCupB5he{aY!kSB1L&
zw=3H`rPqzD_gkI4iMy`nI-T<F#NzVeovn#2cy+ZpcWXPl-3hX;DZnHHfh_7STQF3%
zC&+VdfqW;~_<bbV0Bxp5_Lo1AP_VukiGlvg25dpxS3oj`02!6<Gy^h92TlfK)S$0H
zv{&h0t+8IU8}enckQ|!nqz@t+FvE;7i5$yQ{4n<6?r&--;YPLd^*~mM8k<vkA}hE{
z;e=~hKmF4_Af&~A!0m(^qFqW$p0<nW$*H;FPMnq-e#mLb<iVUMxj-CE$c>=`hfq}P
zt6#OQSTvnY=+|tmO5-tr31DqW!=bVKX3%Th%4C5VMRE0K$02PosY}T?3#!l~nqv|t
za8Y)ML$JsUF+7A(CUF>!T_$nz+j<D5nZ)o2)|r&urhkTMq)GgSVy8)rl1(+W>_fHK
z)Lb8<;U<+~S&zYbQ!?&r!bxO9vEr2F9mbTCa*BcX7%V!8_YjRbiCsp!PJ$th!I&Tp
z^5`o><A@>jLmw~IkvH<pIPNB<nMd6Kkv`@Ip7Iel@K7FagO5b49~^DzsXo@y4}GK^
zChl^KYeYQz?ru$pB)4HSm4KZ=V)<YiS>LOuinF7DcKprYn1tG3Yd2-?OC^}-=MuzP
zyowDIb#n0>S8pwtFjI^zi2=b@!(!Ac+--^9L5$Z8JP)e1!20mrf)dJhcCe*`b-jZ(
zri&nWB>+n(z#n0zj~BA?q~H^ZWK?x}^{xU7F-yPU)IFDqSGMw$1~6|0m?A^K3k+{Y
z@D4+NOk<Zs8=aYP%s@7AG|G&^kicFXJ0c<hpu}w$+&}aza+{EHi^gKC5WhJt5q(4k
zRaLQB2gHUF1*k`87MURgl(Dh4{NV25?d6SiN_Iuv`|za}7CX73EkMVG*!Nw_sqZ@n
z9vQ8}_e7dh;=SB)%Uw8mz^VvX9^@j@geg6F2y}M=7_zeq)W{0Vj#TY0*2tcpO!xOG
zf>r}Kf0oOExGssNKpWjc*e&$&xOEFUCio#Zz#So@{wkagEEuulv{{**9tR(5-?erf
za^Yx^J%4#ml|!3yRWdm)bX;y_0YO5VD%HNB=DNM{VDrw}>el+|H&fe7HvoD9hgbB3
z-2LKH_cYAHDTW-iiHsGd8jx^4x<a0nSloHq_!_fKpzCAj8GLGMYrlkaw0Uxha+ggY
zP(G)LsmlE|AsxC);pLf-O!Y`idX$tzmhK6;gb!vy+FjuWnvkf?+!NB-8(ViM&Ugj(
zx>CD8FEFm4%}~QC+_RDHV-tBAWszBK8Wu~yovCqnS4j9Cc~B>So!|(Kj^r&&{LLF1
zch^_$Zd!$9jP2!>l{=d&AIlnH&C!57G~oqUQRsybzX~xC+enj)C0Z<~E(TjX$GK7Q
zu&fQ5i3Nmp&~QKe;!v-jk9#e=b|o8ssmhR1X6f7LcyIM>vz7HbYl~Ye4{j}PezdZ-
zrkhG5G*M;!T18uZX>o0Bb8B(wqxh_I_H^RXv$XZCJ1d(HmNss0Zr#1Nw6($ghE7~r
zy?Oh=(t~@OD@b16)Ps^Xm*m7H{LyM<xI(o7oYaw?bflFaor4`7rZ}e)B$8~mXdP~@
z++Ml6x`a~1;*b1d!`-Az1=PTTJ60V)O~O?Oy{f^A*uN-J9vY1bq;bZBPRKADKf*{a
zNKr6!H8%mG#oLRxDvkrFt4o+~wy<%fhLF%qguVq7W%znQfN4`Mi}1FD5Xn745M9Bc
zfY+0H2}_SYz!KKz1qhTfue%TbzTE>0Zi{6XFJ<v&P;Kbd8a22`(w+f!45X$KUZBA(
zL~!mHU36Vw;pwf2-Ub+DMDlX2LV5iXF_Hlphv6Xtw1}A-80B*|_YMvlLFh89C3iN~
zzV*?n9*QVFkU4FNtZ&?2T)wfm>d!7cCNNGAGDZyw8U+Tfn(5c#4-CBO;m-;uLM+MT
zg(=WF;El%qezaj|wweW+3*G_10~>nL)&i^Y(6_6?HL|0J8Xd9#qKAIN#s;v9u0>l5
zxFSmbL+N(wx#JcbAK=|8ClvU=PaN)qRs+T=6aW<46PhNzUW7b5>$FX(Lo<%BTC{RT
z+jwhreP!d`mR!7VuiU5g0gL$E)lXJ$-;__ysY*=5I=>ZK#pF|SFe^InTfDxuqF601
zZ;2_d`K){s?~n)UD_gfVmNy@)-hQxn2fL%C#jVv(D38Cnlnjiek67p-A@*A|^<{(i
z^lLJ%&YN2g#Q2ab*YB-utv<N3cz1FAfvEk`+T!NsiogCb5*&^P4)EwbxPcNPo7faO
z%>&w9VuvbR8nNp$=l?}x8>kK|ftS<LojZC77vs~H8yzgv=U7-O7#sI6w3@D4fqyc#
zzS1ciBLuGhqSsBoNOfk><3!D5^XwAY4$z^XTWesD(Kk8)*8PEYr{0qrYVwiAHd*?C
zlRIdIp#0e*n4GL({X!1aq7C9&{>JJzSC(b7uY7Z9<<8bBUPROcv}Y@9_5eaJkHw#A
zS65jNc}fLhe7D@HxCk3mskLxaQzsH`+Xy_PJQvYO2|*o7u9U#K1Nnp;rV9jLYG@K-
z5gNyhnI^N+SWMaAP+4M~B*;O1YD}wnz#r%FG=p@z4^=(h(MJ-|$)W<EWCN>mfR=#n
zKe&YZI|OPT!937B^c3xCuHC8cc+JHZ(R|M*kFtW;+z7vwC)v`bv&=9WSn{A&7<8yf
zuZ<^J_pm$2FzWvl4>0z8c!EuAxKyMxF0P5l?mq7LceJTp^v`8+b31kEV^jVo*jk2<
zKuT-*`zuM5xa!9Y#iKNcPzOE1)?nNC!J5KcsQpcL1im=D%}!aDeT(cTS$WgcJ5vjU
zHMMeU8oM1B^1vX2<0sfO%98mhZxm%u`vlu1WT=~|ea4<O;N{F{!TmrxGou72GBSXe
zhrkSHoRHDp*A3G&TVQfeAXrexHSEn0+pe@Q;b$GH9IIK&Pi`Sd78CK(w7E;ISSsTX
zQ1i{BOB)B+{Lzru8o<p%W9b7p-x;EmCXn;v;yZ+K`ndvj4j|7A7V6UQ86tF+Q?y91
zF>o&Ts;>y8fRP2aGRfA}Id+I8SD_b>=a`@EHFXaI{f3BgP?(#ZC!Zqmryy!5+w=I}
zEUnY5G>~Tsc+Zp0c4@|$n&ey>p@uSuoPKd{Vr$uLJfeV{BJccEd0}?8;&9#wUJcnj
zzZn$yi{bkkKu?!&%ZmV?)77dLBY<Z^qMU><&-tRfWnN1`pjn6n5VT5lhK1q2%7Ubw
z*8I#bwXK=x)s&WHntrXwbQxQU$@{kmQzm?JgC*mJr!-Sq>!dVFpSH->1pRA%!s&Dz
zK>ZRfDWQ^v|6UR47)CP))=IX*lcf+z90l>&2+`$Umr72c&RyGeygj#Gw_BZ^Fjd0u
zch-9%G^v0PtTh_^i=<cnEyr%J0^m~N+>t6DhjO5BN+So?x<KJda37Bh7u2<I-ULH5
zWSVF-q4bA20s%ozs031j^7ry?aay7xLX)lTn&nj<T_31xQdn0PC#^LV?Z&z*xB+jF
zjE49E4$5a(M@ZC42^v|hI{?`9tPfU&s2@O8oDbJmG{Oh#ng9@y)C?B43f+AG91vHG
zxa0?(Vb=v(Wz(rZKLL67(em^ukQsekLB1oglmrY7m=ILds?3)cigVNM<jizsvN|*E
zy6#N1JU>5MEzMP?rl<8_dP#L@-tPeJWWihZiG3aSGW`5ypVXG^z$s&9iXLKb2A<lh
zO(=>0kim{mxmSYebW6z$&7x$Ba>^S<CYfTJ8BIwxw>Xno(&knm!>b0rO>A>XNz2*Z
zjY*4E<9r;IDU(_Hz2<i7k*nX8W<5g@ky!|y{SVB&7F55zHf_i!qyq@;#f|;B_-WhX
z<I()=gW2gq%X?HHg|VU+V>506`OzpY5c>V7jj4KS?khjl-b0|LR`>f8XnPr<Btz?~
z?A-9L-P%m-93B(>KABhYtFa%4a5{7R{vk#o8bh~7rByb^DPh>sC`CjHyn!a76_=0f
zUA#eB6re-=u`u5Vw)j!XVU`mE){omsU`y#8Hb2#${W~I#f`rnmDf9ZVC9?Zl<2JLF
zT8#$5;sW@#jFf_I%>u69Ws3P`XNYuWm-P8%QA~wGS3^<RD+~Bv@rol0HFDZ+s)hXc
zW%X)>aiWOuCM7sfZ+e&BZ+OuG>l?3OvU0?`AJ0fw1(|!%wRddm+t*vI`gbnM9RYp6
za7mQ+ZM-=6F}_~7bZI;vmP>J1gFOI~()SCO#;tE}^<ZAWPsI;ryzU%q>lE=rFsI$Z
zx3z&AaxTGCwbQEG`WYBBTyjsYc?}71E%K~xfOu1wN!Y6!Ao{BHZR9QYIvoJ}9vGbT
zQ-}zw3vN&eS$^S8$F27&E^mm~To@Y^XrVO<HufiEraLa6v1xPSSSShGiV6%U1fsSC
zBqn%gAF;gJX#vz+^n~=mAP8<@TqdEpjn1yu_RtXPPWw9-*<L!v5t$tlC;THJDIL5C
zdMy@^TWrbDXWxbi`4Kn?19U7G7!(*d&O?}h(7T$96GY?t#SdD@CBEoK^TQ|>-k8Ep
z1vki#x(K4EfXvBsR}@5#vlT&<Mq6y*r)&&epqhOrRgbHmmNSR*v|F9qo^<D&%IwVC
zd=>7?<>>{dG_yTb@^^9nkIL~X29y}0i)~mJ6RiD1y^9&sX`N0>BkP{yr|de$3&ATo
zfk&>6Zt-R`$zH-N;H+`!>z_ECwDgZRU5-PZJ0HWJ(r+_^mzhA%L{51pl4375n=OPG
z!9vAEUx*T2cglM>nwNEJy%9&_?}6WnCesu2EEl4iTim+wQ{AfKseJ>Zmy>j*RFXjX
z5{X(CnX<ZJBaDUs@Da(nxm7abm@{MD#WLOB4!_Qo-~@Zk`JRp}^LA`%VAHHyJHQ|m
zM<`l~xhW0_PrGt)HO0b5(}VltP^<lTt<5<D$Cm>?#Eg7?y#^fqin+@_M+=qhKWA_1
z+*wW_MDCUz#d14;ox*65FNMkKw94Vbv#KX}o3VKE38sx^ct+$}YPlVM7`~{U5hgI9
zzKK7Xl~VYLBwIc}oamZXq)C1&IBvSS44HKW5hgh6Nm0Ver~F$U1c4;ypHAdq>PD!&
zWV7&7-CBw`h+dwP0t$m|zXe|tMXQH$OuPD27)pc*VauO>vh8(FG6!Y(-wraR^$;%!
zoU@yn<n;i_D$w@3h(FB?f(648zk*#4C(1#>1#kMzD4T6{<E~p}+Ebz!Y*qMyZ0gle
zKYmne>T{s%9@?^S9$8a*V&85xR~l_!P+6qduQ0Xja?C~qvE^q{jE#<dAoHPOk93{o
zBZ0xg+2kYGQ2P~<Ge<lMtQ7L}DxU{uuN)&-x@F{B<}Jk}QXSMFCtG$aI+>&(V#CJy
zCEG2;S+Hq?$d6@PiN|6V8B4yAwDKul=0<<Z0V{GDjpRQyC$<#)UbFUTProVT(EbEV
zfKi_8NQx!Q!pSG(b;D22EW3zXZllWnd_Q>u+hIh*V4BnFx4pzqUeQl%EYM!}PFGLv
zm;9s^yyNxrbN=&Sn;RLZ{(A2DWklZnI!W;~ihq-f@sk2?i??FZgNwPAXWi-G+^jqH
zb<U}tlk;3luXE8<sWp`?7D){>&1+%KcZ~5ANi<(vZ-jFOs}d>p9<1ke1E1l{M)SSM
z&&*O@)(?e()gafM8rD{wBm@4%j_&=l>bG-%honuGf2ZiNsn(MZVE@V#V}b&2PD~5`
z4I;?Q*VbtwTS9;Eu{<Y9Fm#yH89{;vI1cf%m-MqujCa4UMX4CsWgD0Un!_uK+H2L_
zTR6$Unw%MN1~S+6g%?G_4YRl7zhGY`CM!+Y*OCSAy{#MnKYQ;UB-fSRhYc140bCG#
zKbG8G?j@F75Y+UY?w*;R848337z_yP0>mt4NLpGd+}qu^XIkj#p6v&Kp`x<mr(7kw
ztjMX#s~lHkxvZq3#8z45e^QE~vLz?6U6oXlN-D`8uF^lYDrHq3WhJR3zwey$oqNuG
z^}Tl*TyTjg65W08cfRwTbH4NXo~w*QP;Bmsg1XKAz3y<(-^c#IfTDB3LHt`Ze)FCI
zAuFLL-VW@IZ%=etL1^s6Dq5zWdNdCixq20}L_#I_XoX$;HPMs@<|{3c<l?eX55hhX
zjk<=m2SW&+!$!SG$c*O}5u%0HdIMj#<5dApPiO_Avkw+Ni@gnqJAvQ3h86Bs0E_>&
z<}EQiinp0w!Kmt)!RVqHsItp&&r<#Lz`GvwaA(#?pAs*~;uNkc4E-cM4B1W$0#49Z
zCa`JO!zcz#KMmS(_^SbBHDaWqCjrmQ#LvGfE7Q->LG54*&I=6iN)&)@0F$A9|5Eh*
zjTX9?OTQd_dlUDXzCL=z3R{bM>@6lht-+|1-Y(Ypt>6%&z1HLr<3TSu#TJ(mtb-TV
zuJRM^eL02sDI<_i4RG!)^#Vt!h~_}`hkAe0ScAmeLEY*V-MP8C7wl42CozFHZo~6b
zj|#H~+;Am6&0S3T_M|BVK3oYSvUdf+_BU=@3$Y`~*@8fa3#*PZj$VSbZ}d9@9NRQI
zh{eb_UrOxgBusEdC0Ry3^KK5X8sa{{$@P$lP*grLPn>eX=tHWQe&&1ez`V{2YVBhv
zVf}zog@x<7Aohdsz$|7ve&fcq3(zoE%?qTSXkt&82wi_=8A>eGnn)S-R7^&~MErrK
z=Ry@N6vd^eFNVu*vKWrry|&qTVj|tfnu+DJ9kg%yP55Z?Sc#t9GFExPL>O_zh%!#f
zq9=_7Qb66=+4ipWd>u|uZo*i7^>I^Rr{$Qd6ZG8)Ab<_mWx>ygL3V(nWpE8nTMR6?
zA`~5nF}E%U0{!-0C|MG$g-y#)q>1s9k0{y}<Ce(G?M*aEY<S+r#x}!=&Qni&$OkIE
z@=GzG@@0HR<2fALjXvWl!_865u;^Jz5WF)ukh5M-DnTCAVx1)g26}qaI7Eqcl^@2o
zXk7%HquD?gp@*>|V$^U0Aul0ryXgCm17DxO#DYZ+Xj{i^=d%c?aSJ(#nL`^U<9bH@
zj?G_NHaYjS5^!&9eMsjVF8&ff1_R-&22axQ?E}5AJ+Iy-oUFbYf8||)yOVCy83urh
z6xViIJq!2iXY>=#8k}dt=aD6uUtn=%v<R0)K91h4P$tRk!Xrqih^b8u=342kISwx?
zL|cOqLi5M>FYC3%w%oncxA2r?%Dygy$6L4_1w&|jIH#va6Mc(;zL^DtSQ89~j1-VW
zZ_!au3oTBIXXd(bRzLA>8Zs#H)ST}~7YJ<h#1rxn911l{KSON;k)0m=2#ss<%aP|1
z(cxJ+R5(SMGO-hi{?}CRDGsEvlLM(2Q4lXiA&fiN8<BT%h{QbxJZrFYv>FLW0NlK<
zC8E0XA$hHGU$bIyw(5J*vsK`IOkqr_l~sS04bi?F)%}Ro_g3$#f#!~f`rdkN4i59g
zv`-Ea`Wl^xFiFMXS6FUT;TT#8>eVHM;zfcWUw^W3q<8h8wm1!a%6o3XzgkcQPRjlK
zs`q&3EYPD_Yxv{UaP!J)_@AUTcL*`cF(mYMD0^b$?*$2fky!QC5b6OMJiX#7&_oa-
zOiM=?XZ2>#M|ERlGVei8+wIT0SK*7lJr3^E(~EG_9#yOBaN6$nD7!AJ_1}t?qe!0;
zLmc?b0omfwEnXiE&#|T#A+z=-O_8{l5s>47=m92Dd|tXDo<iqLIeNR43LAuWkPnwF
z?(X@$NkFlWaF#`;>(36|D-bS8iKJRekNxYL9LNaK0B|pcLpIeF!J3T1b0RhE`-g55
zv5`pPL-~UT!j3>_z7<-Khdkt?d52R90|uTocgX@zg1}#VNP!5TNXMyNXny+v#i+O|
zmGlw=1$3g++{j4`oit}Rhwr+PxtlOKlrmaGLD(BWok1j#Ls>u~CYSW~@UYmYP6Jis
z7EBKDK^xh=txknaBl*e0CQ#5+bKn1DVHC8azkV}7W@MF=yFKr~fKiw<vN6U8aTgFa
z3uKPqi%#blF-CicFziB>BC1B<4QJE}(DB`YPC_gM;`1&YJ;J*P3_aEwzTa*w1^&u%
zd#T!7TU!fS)#X}ytyK$}%i7M6H*G0Fm%PIKBW>^GGYDqje;wXmSzAY3K!-^#BdzUJ
z89djAD+aI%ZiOePClr8GS||jjK2_>})C)ecsX`W|DoBcYC6!95n2?uk_@NqySDhb}
zSX41|3(59lO))u=R+=wMeGlUVuxgu=Wf}0<1E4s8`~D>y0a6D@!A|{Pc1<$mmW7in
z#^jr?HnF~rgqDrY1&C3DlL0JBd{t|PUHnwKA^_axKUspm3mh8a-KjRClyk#(?V&tU
zP29wy2L~?qYO_B)tPBtK`Xh?#;VoCNWG*cRi|lwe6+rhnqkLNN*8o_NMp-81c`^oO
zty;GkR)OWNH4}@jQ+{C@(g-}pY|Sk>sRE!!@SMBd3wGW2VK#@zQ0_$t6n4E``D?v<
zx9fGfeBj9s$yJb3#T?FXC+SmuJw1nQN`5^<u1@sT!4`%?p8R?o@apS{@asw7P){`m
zXYLF+F9`%^)i?1o<sT9>Y7eRTgwq#BxE=hQV)u#~aSz8c1K|=x0tYyFH6bq?!|)QK
zL<*dQO<kR4eo`A_!d`9!g&E=^$nwXY*fBjH#EGzt)0zfTeh_UkwClmTaL5rv#X)3U
za^gDI={OK8pjxFJa%=Jwq9}rgh4B6mUKxrEL8UZEWGFge;T+Uawj@GpPjSchaqJPt
zx$i6f*F@&C$BUM_z*KvxFW)4~jd}NqSZ?&0XP#_q!|qkE%)!os$`Cpt!wBG54e$81
z{*q@Jg;Hl@aDSv<xf#b1)-{a~&Aw59V{<P?A3fyXOzw%w$2f$~s4~8e3mfl~_;q6L
zEX`W14kzF)82)kXbLy^0uyk8IDPZZ_84avq^^=q@49Is!wE|RVher`R9os32H}NRv
zr+z|_o!Hn^MoNT!h!45XXUay{LB!vw+x<XTHA(gmJ0e&~ZcE%KreMy<%0uwS=bolb
z1@On`o?~EqYIwn<g71vC;cLa2=>U<PJ00-FFpwE!RBAEjCVfMYc#O7H{ijKM5;3)R
zgLXJOs5!^5;f8-2_QV*MsY3}$8|!g^eucJO{ii{n6`+-nEUw@QQR)~bZTP24g^!ZI
z=_F-b;;D`6mp^!a^XBdMz5RBy%;S_@!OF^Fdx;GQ)~o(<YbEfPR$A>^v$l-9Tb<?3
z<CI<8KgXG?JoEk}gKqF?2=1-oIESlF)IT>eS;Kn(qjlH*@89@qzx2-ce&s*=?En2|
zORrqoI`=Q%{&WA`fBBnk^Y8vq`;)8de<{kq_U}g}<<>0dc$^%oKyoa_29IE$Db7Cm
zkHjRYsC$M=(SVo=bqBWah(c-qsgu7tJ2`eK2`aAU#$i50QFBI-EJ{?ux)bn4V#<}v
zfoD#zI~X2@$dNN5$DPB$m8>=FitxPeBHrz6?`%l50-Q6sxDjce@72w5WaQ2<G|geR
z%H(Sf1wG}IX3P=OMGFoj`Fn$5h>eQoC<f0fL}xdsKru@ChIAR?MMdU(lY}V2heHSA
zpk1Np05r0&pmN_s<oAZROmU47R+N4r`<U?y$;MXn&ozjY>c+3Sw`%-avVJwZhVjls
zD&4}3mn1cGl9JW9=K05go?!yF6<mSgrqP9$%%QsnlLR0N#{;qo{HD;mq#AnHEh6M_
zIMoO+D2K=793glg351K@!=)9^Nk^(9VT;Zew?n)MR1OK{35fw0t{d|H?<t8H;DmUh
z0y764d>`?R@mz8q$Be}T`Xkk&{6_y?dJk#oM7$VRBnE-fUW}HDpzA`+z@QXQoQ7TI
z525e1ssof1hS3N<2+iUJQITD@%a;m{OD-yduu-8fFd(?Nc)5mP`bn7DSdS{w6Px77
z0wFDqHHEV72%fEw9*OmIESD0uQXri+R3US4^Wy=KfkwwHW+<2Mw|E&JZkkGXkv`sb
zp8=HqXuQN%9ueyYw@f|M-7L$he`)NHJ&^t=`3rSBeK&)Q(r^B|^d2S`f*IjAf#Zjm
zmVgg0FX5evcnIjd`l^CQ+<ApwUZfZ;e=1I*pOTt24UW4ML+MWf$BKe9I0C#T*9Z_3
zy-&#!5<AFY?AUUF-;QNmkjK8X(E_Kb266{1OGQM2V|ALF0Wzp0?Hj_}!;BV~-l&j{
z+|dFvksT#kU?$=PWV0Y&e${KaqXniTJyNv5DQL??3!H|sM6|$ZC@F{tMGjG&nmbxx
zLA*1VFJGu=fsplyKRcEQixTFt0@Fo}qryTgwobB&;tI1cE1KrA@GwluCs&iMFi%3x
zO?bUIsx>M&2|=OW-xV5M9Oo*2XKA^)va+V?%m<|jWaQ7$;X|Uw*+sg=l0^Twme?}!
zGVWDqI3-;8LN}hdVgzJk`<grjYa=aHm*x9gu)<s@b@#|Gq<W>lj82-SPyUWht4(p=
zYDlBl?IEw(-Ff#091VZcv0hUky?WKXGCYJm*X{G$lOEDE;VXiv_&rt;{=)TO*bHET
z_Yo3_K-KBq>B3a2=U&{qH(ZDB3PsODIJsNhyL+h1eIFS{_JaQ1!9DllzI^8G>Su;Y
z-n_Gk97l)lR<{RpJs7}Ug!6Ro@SwZi8te`B2fcx}d&o-fw_-G2Yz{{2Fu_Ci3V4PE
zrb(de#5t*Za-f7#%;!LiuGH}k1oa}qC#k)KuA2%e4LE%z&6NT;jUP&^uXN}V;6(WJ
zI0^LSQ=vnbKjwadE`IMWEEuMRN~9@FKqJ#Y6_OwI0!0^)sRj0is=TFNFG<1ToogHJ
zQe$bALMkD?3j9soD`MhG8$;N|jfCVUoSv%sul!1~q(&L6i$cOokxU~gP!DWIg_kN{
z4(T%H`YrO+0f+;;!F9Q0th;ZI5c5eyDii?|N9frxoR~*mHyC$_4aFY0FzmF5beG$3
z=>pa2&}xI!J_3mfxfGr6Dom2F*jx{rwm!-%C02=Z7Z6ow8}w1c98F$=AX`TdlC2V#
zv0CGjmZ#m{>$YH^D6Iw%9dQC%MY1nQ?li-Y(Tb@k-2+5#Q)`g?65<_1PNE)H9ic)+
z2&0Dc<k4_mygeVb`@Aa+Sv~i%3TH`np1@VKnH5buHCq3QG}_UP#u7B?BW%fV-@Uwb
zLv;o*47rF(FI@E3cn_wluuvs4P_ck0@dCARjP_6@Bf55L!_FsYmDjUGelg^q{Khh7
z$hR96S?nKOlZTk*@0%&xV#HQdbsSWhyvyq+KcX)@YL+_tr3&n85R4KTr)VXBY%=JD
z{(wiMlxs9hCWLwy`vULkvIgBnPE*?~O1&+^AA`m_{L}E^qvUT4$OZ>rFguA8B+KGG
zEY`wDhO=Unm3*Mi7IP=A!^3e5?&0B+`1CKs8X_HNiU~ygIGK*h;L3EMr)jJzogws2
z<R6d@_@WJ1*~7A)(b(4_;GuA^o?b_E0J!T;G_mXK;jKLp&R(I%`~L9mqii+g2;v2m
z(f0B0AG;~RrZdJ8D%zU9gwC9?PebJhgHI@J()o>}{ij3l2=S-hS5ZX#oxZbq`Rc9B
z(46M6iA~U24%ULzR<p5ETUmqoOl@_g-f0B&MyKjOHnC|nR-5gm+6o+v+O^hFb+uD%
zEG@QMt?J6k@(Oa62Fvvsnb^c9m0UteLc?pT`;DLZ<rgpgi+}pY$J;;nl|TH;KmA{S
z`)~ef_YeQ#%3u1~|KflBTkYZR{aI%H<j+}Hw>&C19zlx{)#;BZD`5YlINP~a%*rMz
z%uF@3fdtjKYKDdu$)+|ex+oxi$!9QARty8{hM5UsV5RWTMKRLA=dnCS+fQ0zCoO>y
z(kJ~ZDvxnPG1ROjGL8cgZ*Tygop36^z#+f56gE)1!UktJMuungSD?I-nX;jhMnRaS
zS}-BA`{59N#AC8wvLxzpfqMiXTjcH}8e-*=eVdkFpemox-gQfe?OivI;ND3!{mU|6
zgV=89SCokr8IO&qi}i7ty4x^Dmv%WZTQV2vO0nFsX&HVtyhZcplCUO|hG%#y4aoFQ
zX<ep%l2MWg&6a8UwKQAPKbM55ivEezSz*N>3O~ylkmb}PnD%4RiYv7BVr#Fc+*`Yp
zgVv~p7#^h+%XlSZ;$$V0YJfy&>5t6C)`T4nn-GO^F=+@S-@;yJkr1ZXI=P9$J-}xh
zW|@XvBz!=DoR(V2##kdD$h6@~?GF?r`zfgvAnmJCkMi^A10gq3FTXeGw(f511+Ba4
zfh|W#d?;lx$*&B#3w8OFF4Uq5NaG<|L4nd;s8J>N;}uhMgL+aslls#51CQAp7CW{P
zFgicl$yyws`blN;o8Bqvs&woa-<ZOS5DNj0gOk<MS503CJVvG?=rSm6i~=}GT#sBk
z>SwlNwkk^SD)~`ZdC70rOaikqq~<am_|9yw8HQf7!WddvaYvP~_L@C0AIzx3(7Xh@
zuRF8D9x?v1Vpf!A8<|;(M?`(*w}HyEW>HzIU|{u7@P@WvAI_+kWsr`DLD)k@J}Z9y
zvY3V$Dil)dP)r148<-ZV1kma)-Fk~5=B6UkkjY=TuJo#=){xZNSY=bOs1oULw2$hT
zVSg{YbG_ZVV8sceja>X8Md&i+30<3a1Pnqe;1aum2$SQH0n-3XZCSzi$kXZG8BF@^
z&}bYe7734n`Hqj6R72Q8^>Hj3y59*VyJL}IQ=)(u4q}1b3c7fw|0n?`RkO$@Rkt~O
z*A;!>fStd;?_PxM!Z5h+^#X*C6joHG!4#;6nbggAA~e-|uNeW;=AEl%iz6fQ7TuJ|
zekRE>Nz)W5bom-QlPQfELPNChMM-hU+(KB)(CJA$B;z3R?s0vjeHtOW7X|d|=-dxa
z{`_T_m~r&85MP*H)W9UplJ470TxFsaUU00yUds9drZTGtsyud)tqjrFDSQW+6u~-Y
z2bMXObqgI+UHI_~0}6WvTblsME+|k41soG+K?;c$!G`Q%H_#-q%*lu<Mq$!$o+PR%
zT~{#N7f5^l5K&5q9tXKOC>aZq0E)nCA}pB*cLs`Z{vL`*X(JEbWf7`5NC+8V^?HN*
zNaTuchbk8RbBG{k2<WER>l5Us6J}HtSB^#kRUt|m`Ud0&{^*c|deWo@-G#_;j))j1
zW6qu57S@^P3C8R->d5={BbW(^tTRZ+2L9xLC+|AWI|$z=jIK-sBlm6)90)rp;vg~u
zqfBlTYYo)P9um$t)b{QOa*ewf5j1jN(%SD*2sw)Ma)8uORG#`%TLNteD<;(gAod-k
zzC{2&n*vI02Iiy}f<rOhikn+dQQrmo3M(vGHJrJuvA*%i!fgV_gr(ZyGy+w!WUqBf
z7qPmo^7`uFFQ`j%V})*bZTDU`xKC`xgXdt;L9FaU!f4W}ESN-B;ATl(LA*_NP_iR1
zJcx*dG!gDTWioOMBd7@HQYrXz!30jW4orZ#OzRa`6bF?<mjo`<vlJ=Np?R$W0MeL_
z2Q8S|k(Ha|NEy8DylN_sI!4l*+xHQd5Cn>QnmakLS~hY}Euj5&WpB`O3AA}g(=mX{
zC_)S(F$TW$g$tcz1!CK78*#nG=y$LhId%+2;)!7}rhq^c>KA<}$pu%UsIVOL-SY_C
zI~>!>OU&8d1&7l*Ap2xb@FHdvmW}-YR%M4G@}ThWqYhDl57nfRv3XFdm^VOeVD;RD
zWr8>#Rf4C{+rlJI@Et9fGzOwVq&F0)oJCAU1pnTJi`fuK7imSs?gc<fuSk3XBo3Sq
zM_r0-2oeuKhrhdzA(kO2TLTJ>;y5N*a*iTT9Ja3!LeHZKG?i4CZO^?H{?MdRC`TDh
z(czqc%3x6RoM=4p@j6-E>A*;`>oL)k{7Ebhv=xBSMNA_^X4KgoMW!McWVPXhh2WL<
zkWR=Yw`P$AdM_9`Vm}G<MCwHly@gboj&n)jf<qaiClMy)*{H{vmYFNtYELsw0o|o`
ztGN=im)dJ9^|ks^y}i_2X)P@;SJ$d5KAvc`=QFCbinypz^F}H2KZi^Z4e=<`E63j>
zp#;R9j3r7qW6@GN2K;)=JWoza3UsZrp1qX?6hrw&8Z?E|w{oMXD3H1jC@<nrr<qYf
zE5o-@lR*`GG6bMinj0oFn;HE?FYO9qT`54KwZw=NbDyhuJ=$3DHr6LG*8w}M`m+jM
zjG`-QG%jy%+_<5D;)ch@ka;HLx1z)`IvQN>itwaWNar&_xle5W2`^t6G2~clR86VO
zq}ju}R_8gE1Nf>2ekYBd5HmMK(NdjWVuzx>ir}Swn9eXZPK?(~1{9lGg1taX8_<e?
zbQq*FP%yC-!A6nzIxHQtzZJQMJenA{jZ9Usj+S5_Qa%J);V-vvrq!mEERhUMfrJz~
z;@`6A)tjJ69_JDRaDMqJwPasM?Ow%A@7X~<Gvl?!$3r3Ep?D2JTjM}x)Kpa<_Q4qT
zKNk*)$P~G9r*k0r%_AF6`ctkw8NPKdD)~Kp+Lob<t5#N)R$H?0TvlND*O4OQfI>l5
za6Y^n^m-NO^+bq+%2KDpnFti3+#lSMUo6p$1>(D=jPXJ^_$eV}w`^`ZdX?PZZ1n|%
z)TH@Ps*45u<Z>^9<Pj||E8bG2(G1$lYpo6sU&cE<B8=#SXgdk#o@XB}z_9(P%(;1m
z`pt~PJ(pEISCL%Sd};*fE{riOt73W!8fD0IrXUy6)Z*3)v3ZooYZf>0B0qMxiOv<K
zH&R^FC%^C@MuvEr+vIseqPTH^1bQU&t1Y{mZKNM)yO%xpyZg9Vs@l#)9>aI>F1<FS
zbqeyC2&8)a6x8gnGZuF>_UabV`p8-FxCA<lFZ!$DY$(F`5{TuPsNEF}Cq~P)QH1fO
zV&n#?;t7&-r0TISj4uGpIKJOZkQK_-$|ZzQ8h_uO0-oWl_y(krwoKBjClUd8bsP5$
zx&@QqO59<UEZ{SF`DM>ALmtu!hG9~$wX)?|h%3U|&bxB<b!DxpA9$THEdKb7<y^+h
zYOW7q<bU&Nj+t*xF-kP5vs#-kk|$4S*lP^r=kk?%>P!nF+tEU|-u8Gyj@Hkhr2_Lt
zkv;6+d={}B(4MS(j64*45I<hI%@*6wRX*+y;FjhOE8S6rgeo(lj~&SjmkRbWOYusx
z0{K2k$|x*BDWOUu!5GPljeKonnb1C)+QNf3XQ+#EdA&U;C#{5il86!XB*sH^NWh8s
zXYde}@M07I&uT8&tD2TmIL+<R6)~jzD*`$h`=~{dXULXX61%{Yjvan@55^J_K!R?)
zo(n=W9Z!t05l9*s@+)&JRv=If`4q%N{SirMbsM?FF?LtCalc@e5az_bB1&u{>EypS
z=|gvb6|;>}cDIIAGMigOK0(qu*>KU3>2(NFOZ=l9YM6-~+8nUvK|iL@o$>aNNpkER
z`Z{XL8Sfq>Co=Plf_nDyhdbAA-`V!a)2cnV-&fC{VT(ii@$-i9q5VcT;&D9O$Id#R
zqq9!rn5$O`_m_VC-+uGPZ#=(v^>p?3*Dn2!Pk!&z-x_Yc_1h=^UH>2aZ-3(te)U&0
z!zO+S7w@`xIn6TRQNeq?c2i+|RB$|YgDKz!qsHzL>@&3op8B67(Qd_6{%q9PoMgk1
zv-#PmZ;lisoHY*V@4B_KQI7y}1|alJzZb^dz4V@o$h%by%yCXth|{xCGycdW@T_U9
zPi7*K_X*d@vxr~f%WNmoSHZkMo{f4_Ou2)dje1W^fme4nbc1$$5XLPzFU?dPQk{u|
ztsq{;sy%B(f(1ftH4iiSv%=z5)I$Hvhc6*|OMeOT`}CJE)lYwk*s$p@$p;|qtq4b(
z{u0gw=`RtiHvJ`H*QUSBAXi4VO)pA;Zoy7=gy*ui;j@<C8AhrsBJZqoHYxfpwIe*;
ziC^K#PW%i{b@VfOqN8V#(;PjDpX8|i<k-FhPnWWHU7RxMM;O_6s>Fh@LWDVl2@aK%
z6M^IB(i0hul|JKtSZ2sMLi|x+Q+Ih@6|n;8ngvk=!B|D4RblduUu#w&4(}Q%B;(!U
zp{NIo8yC{zW3vE#7d4s0k%xvVB`<B!61vnf#ZpyORlNom($|b=K~a?vZq{Y$_yQL#
zAgB{fqMlGq;(F*_7B4_gL_LBuRS0X1B95+Tsf8$#toY;3<8d-CUv}wORajxTD&vl)
zZfvToD1=pve#)v;k)*qtER#?V4^nuaRp|AHC{&d{t$KuAh6XdgNYczA#QAY|BFVp6
zbt@$7v1gEW#hytyTl}$*bj2P^IhQ1XlnFW-wg`mnN<oYZ2@I9ABl)_BNqs>gjFgPX
zXb7gIeAVECXh^W=P1HXKk-6z{rZ3IeAGff;7xUg8GPF1AN5NtEh#U<M*6_$psf1_9
ztVp<eq%J{I61+gJ9~EarPkZG^_#l_lq8#q`{7y&-YQmVG$1Jdg-W}gPdTS{Zu^Hs|
zA)q`O|9zqSH!R6F>2_a&Y~+|0q-Gcia4tI%yNbN$VWFg`xy+prVYn29Lp~Xno}Pcy
z5ROy9qMjp4R!&8q1nEzNRlnF8_MkXlhF|nzWv#ljjBqlnIiEAc=2TQfCJT#ZrOwp?
zbZYIBC~I`^%X_1}W=~sM)R&rT?M}_-?n2samZnpsPk>&d@GGNMf81$-<VAAjuC&(H
znrr@An@bDXI*HVUkSQeg89Lj+I0NU`N>B@yLU<hCh{&^2eZbG3rDGjv#FeOCY1eeV
z;5kdsP6VE$s=|t1HBWXRvmvUiwL8m<I!W*@yBG5C5YaafV|mmW?hi+m*8ag5s8&GA
zQoFHSU0rD~vP5A#p*aq|Hn4rYKWq;nu<wuiK!|I!SBH_ya(ks!Yiip}A)l9|Kz<*R
z^4z_)sD821X|6REgB8soJejg)4U?KRM;K=MOkl`#haiSfpP3xauvxs!FjM%J!KQI2
z!=-T~zfa{r2AIxi44IFW7&;fLFmO6+Fht5Hb56R0Sq8sMWs_;#k;N1lypYWTQ${{z
zz|+Qg>hR_o)jWe4A48t{&$oI*ESig6qq5jqt1Sj~p84r-^msFpC*dA~%t*8-Kf&fD
z0OA~=XT+6nL&2!h)6pjslg9TFleckWQ&Tb>TS`%BZXROvZuEK+`1Zg-s{r!pSfn9_
zs^<fEH?S!HG7Y2-0aK7#SX$C6taskOvJFiPYeDlM&MGg>_#?Qz>)SV(svLw*!;$v>
zqZ!n}IG#1Q&)Y^P6~LWVR@!c>z9F36O_(0|m;vf<`j}2d!Kl>d3H2GBYsYZT6n{J!
zQ<BVo`_5!Eg83?9{cjBV(3ZOwhj8nnZ|iX2f%Y8wai3%EKO2QsmGFnC%&<Yj^9!U%
zfC<<A`}fV{ok-{@%x3Q+ll_A1F-DT|dEqj-4I#?_IVbH+aM6OD7p*S~^Z_@o06Ex1
zazKUP?<a?y_oZ{7^ix7PiG;k=;DSVQwgcQV`>jI{i4h1rT;fm_Jd<D*BK(wu(-%Bm
z2XNZ+9Eg>=g9-V~5wMHW<Sj~Gk1DVl0SVG4aLIyup8_PE6@ti1?+;m%Cl&xioQG!`
zyG(kjF;BOJ`f7LRAHWY$uM+5R9^kBXwIsuqUL23IfJ~eGsjHsmn;)I+nkFIgg~v!+
zsqnP5I*PqcRAFn-;7Zk3&#h4j7p~{c1?`p(N5%)Lfb>dHJcjKNZd1bn96GzL?pQlm
zF~v+O|Ng>%a)S(mH*o~Tor~8<*+vGO+F}MgBVsDa`HVt#Q0YfL3%%w=K9DCItSlBZ
zHpwZwl*OUpd2IS|$eIq3gG<`Fzz2`C_q^e!t{YaRkLTc2_Addz6U_)+Pu76P<qX73
zJf3Xan19Zy^AC{n?385cUr%CdZx8mRO{I7$j1cjU{?o9LVD{2*QCwR9o?`i$5vX34
zXUo%LY+f(w)pcqrB45xV@%N<ESgT*BwX#}0(6d?n4nH27A3ioe{2a{>qZbi9AKm%?
z=4by=_v)|xhyU=8PW{?H|5yH?{ab(g|N1w7{SOcS@&EImpZODi@t6PQ4?~ts`u3>U
z4$gv(N6?l|b@^k;3Rp&}wfppU=-y_93nrrnc`kH5lF6y;*Fv)9YzPa&2mq`m$d1st
znUF`_y>(-UU$A{4Rpq*zNd0m`(snm`X?KtTFqRQM29+!baIPl=Y33-+)9?6>2w70s
z5vEg;bo{Fl)o;L^b{FwgtiH1Ez0S66qb5=0mJB#ogAoFF3MoNY%TeV7x*g^hdEJ^K
zJTMFB@3|xj8ruAF1TllN17Cd(o2+qa^GnzkIy4f3>%!>TY)2Q`&N<*uVcM2x*ur6`
z)>iRavcgqF_vyD4N(zKTCRa!ozbMU_C<5@N%20o6(1r{}fEssQ03`ew07AN#4@$}F
zrUT<rlMBd@8&8Ml3r~JXlDigy{%AV15JCa$HpG9!iqYpP=ChI`@I`4lLK0m}heG40
z14*&QbhxOHBO22gHgqJd1ERR`mBpjd#?#`j;6Zmx4yJI<Yj+2f3m0hO0iIo&P?S#!
zZ*3D#5zslp<@512NfHxYgrS`YNgcL-!XOVSZUiK>NTnb0+Cz|_l<gkt34lVFp%Zvf
z0i-LI1;}7Dj@d3yF(O3E!fFOrMfmd=HyIN&j@o855<KLA$(X%HZKNQYhK=|q)c8z;
z&YHJo#SE7=Yg1qo=d20KGd4E%CQ#OVHQ~}`s|k~1Jkn>Xi6}NtmFV`zB}n$Wd2PT_
zb$yr0V=xRIkAh_;W{$HVAh!WwygMmqNP>xDZj--cj1dFJ+{SbX*pkc}a~pN0;Ufb=
zb+bD<uF$mc#u1oOv@>ehICF$Y;kPf8Q6tL_g`~8YQ6m@4W5Sgrk-;-Yk#5VAXi6Bv
zmSK6ru!$g4zYYP-kS}4X!?^}wbk~)V*+U|5emmv!jmslQ065wxB8MX0Bs-zVz^f9$
zvEQ_AjS2=abafEp-2hPs;30T08Ir1)f>HKF1YZ%1WaK~<d{60)!!XB@x+t<|Z$eqm
z5s8>$_3rxz6tS1163;t`IZNS!Nhd9I!xY?;0(Sa{p4z)RhN5q>yGLs0`+NQvp=C+6
z?6>YB%Mz=YRbb}eflmaAn8Y#$tTTX0T@tJFdw*XONU>VSL)^$(W8}vC*|*tWP<6Qx
zA;3e3l{PLDSc{OCeZcWzk>wqceG!zCVv-Vtf!_k9T&D;~jQFOAx{8Fd$SvEVyCJm<
zAy~)V&nPZvb24^dpa5yci1LynKxlv%xa7QnIA9=bf-uff6;HO~ZPuj=^%TV+Rv?Nc
zTz|P$U0SPF+e<BfWu?*Z7yY&6n(qhI_UdvFR5iPQLzQ?{on<%{0uG>~v52(CT;>Rf
z_epEdkEEIn$FW=f0Y8%}DETZFY*MPtA}_tG0n%M@d8wyUAZFN18K_ddxD_DOv`E9l
z<)qHcdW~*DCTs?fN@WFLzmf^gtyeM9bz8RsjZ(K2&te5miT*NrMr!TwAO<RRkmeh^
zPtGzbtHmNjk4L5Ay&*$`hVSh5N~I>fwV%sA44=mcm4s}oIm<mOM~0uq3dumEvDe-<
zF~1JJIVbze=v~=gNnLwd^v4d?3nt;53<|ly>)S|E;a%yDzc&dc8uX1!P<qKo-%N*;
z{kG+IwLz3HEJw)<^jpIKD<Bi{%`EH?A1W%|$^s+)zU3b_a{zCRhnpgLu(p%<RyyX5
z0W6TP7P4_p1}MotH;2Okcf^~TS23T0A)<7Gml3y`!d<r!g7&^KY!X(@y997+Vc-q=
z2j+?GsG%oeaK$SgS%+7Gc9qTWzby4Vj8LAdc5p>`P=2u5__VQ98H^rOj0lMK04S#C
zzJKZZw*B55AfBevK83a#K+lV~`xxeBcp*^AifUaIO+WKx#ngPbaWnr+2{z9k#4@2*
zjj50lGV{Cks2-^{9^ul_GBbRBvJB%jvoHZsw;~0=Oe4e8aTq*aXA##iqkgU<xvV^g
zXpD9c&Ky|N%kw^rbQL|ED!m(<o0}`k+D#}I&Dl7jb%%lb^7TkodD&|`EYFL`CnAMG
zMaY~3-e4F)A7QgVPpGkoj`FmKnLLE&HnGLJIA0;K{|JFg5Sfg=t?&B1L3iZgcER?<
zhc|<M-ye?M?+$t}?nT0bi+9zx_4YWp>$Ud$9*U2=QE+MAd0!xKZ}eN<ymK?y-|z0Z
z7jdb=rx9jz-noLf{`X+Cd$s#>cioHkyf!{P=#~s1Me7-1XFI~K?ehsnwEh$<l9XxC
zDcI}iuO~UA@F|$vs(v~(cZLCg^;>)qLL7*_Nt0T;An69#3s$^I?l1l%;pZ_PskdTr
zB%)X%(Jx=W?5e<)BZLtpW|mPe<!zYlJpY|+DBLZ(`(512M2-#-QUd80=<3*2w>`R1
z;fggHQ1D|1Nj3HnX6>E~w+YK>)U95kPvyO|=QokNs15t+K?`|Q$b1`-I4KKHKt~|t
zxEPIaA06@aOq`eJ-7O$9PP*t9?iwD0xqNFyINzc(DGaQcJ%f3GXngedN8=0A^Mwe3
zsix7K6#~-;dihdf#?~2iG_PtW#EB-|P|&bB6h%NZn=eXAxXa^#E6>o90C=|9i^7Ko
zi1g}D(J_yvl>p%$BTTwpi8lRT22}RR9OBltPd-UTAW%;-a5}or_YKo?g4BzAmEsOP
zEi$p~z=A^&bqZ5hC|aXL>UA{w;*0v5dC)MSO=lv5hedmH@vuNAV!^6D;-Q#R2Z8kZ
zA_lYRfEiY@>4l~ZnYMjpf}hgXvEDx4Of{0n_OOrbVLw-UShfDD2n>1|cmJ)wa>wm_
z?c0CwpZ@X-Xa0x#Z|(fbpFj0$fBV0G<xQvmo3-a(f9B^j$0mN6g&pdng5$B(X#uNK
z#SM>OpQ+{7`6vA(dstYf$lFge=%zMXQPD`E;WqVqio3}#ZSz-vum!B2WC2U>3*9tz
zoslor4K(sj|IE0VYM98E95>czfKZKL`fWQJ3RM>+v9rEuMZ<||DC3SC4cn<<lnHMn
zD5`!f%+Fxe90@V0-)G-Sqp?hNu^e~pXhcz6R@t^9whAKpaV$}!k+FU?yhY<3tYD2_
zhyYr5tXP*Y6w7W%(d)HKSu1CE!FH0OX^IXp4@^!<%uBQ`G>3$A0>3k&UM5K^9H-Os
zcV!-3OG*V)$UUhov+)xafI$nHJt^;MAhf_p0x5E|_T52`@+{wzhV`U54#i%`=!x{0
zGSzVSl!alWKK{80w9P)!m{LB^L>!)|Uj8eT{DNpW#P5szo8!SQveH5dG8s!JTJaRB
zXqS>=lCL<C`2$4E(Qz`l{vQwlcvDGwh4vwUZ;zaEdxw-9whtYBcT99BBh`1^Ye-lc
z-~mi=kkgWXb2L#wH+5ZtQ7b)W%T`K0?P%bLajF2Me?nXAC1r|DiJn>U1JTZK=pQDS
zg=z%y3twlYO(-S|zlWCo4YG-N8xZsoL7gt>mob}JRjT86d+vK82CDatg^LF1?RdXV
zM;VrpB#QW@!lD+@OJTe^y@??P9%zY)N-K+7-LOCoAa_D?=Z6U6h%}~XG)YE@sFGpF
zfTJi(K?TB9Hk}u6Lf@#x>C>BN!+Q{^6)uCDdf_rk7$3HWxJd`@<QC&o#qhjccN0ZO
z4*rC>GG%QJkbIl$NyNEacW0qF6Rv{>4fvX18?Gxz9%?nu1WUg&y?>&dkz|)`ljMfx
z;?vQKj?p&YMd3{o@abh$|LguqFrgPMQF1B`hXm^IONcTwJW&S7mrbG}4H@YO{gY)z
zAzP)*CF+mSmo@@xhF&edrE5ZzLBlZlXn1B~nmj8K@*CJDbxE>$a_$JMNkc^@&kNFk
zFi@Aq{07uXG$xrS=Qp5E#b_8Q&jMR$rkp!mYGUst8Y({olt<&gFO;#et%4zq#*>IG
zdW^-kS=J_VB@CR87(4X{K~VY7OHF)=Bz|ENvy#fPMme)1SQ?maf5Q-S(}E#tz(nI}
z{Z@X-Bs>Be{mBDg#+qnaBQj`DB$<cet2FD!hz*NlJ~IE-E46y9z3eY??%rwdbsHJs
z8F`|qP{3IlaniT3{*Ga!`Kdm5dpiPFp~_ohCK64S{K7q-NZhg0pzFB7oFSv8go}G&
za(58y^@8Dg6UN{D?p;rtW}f-5*LA=9yT3(mBSi2|5esf)=kuKOx(cN-j!^x_Wvoxj
zLZTG5RdJJ{Ziht!^5^s^S{s=p;8dyPlQ4Eqx1ab2Wy`}Ze``3nCqx={&4L&*;P3gL
z9l~w&0q*=CjzHFjJJ%|!E@IJ<Wz23op(#)T&RNGT8dkw><c=oLzI|ccfnY&F=z7`I
z;t49lJq%u8Hq~G9u-c<*6rmM^+(i9p>^b_`7y1h?G=}C^3?`nR)T2o))I)44b-A<!
zAR=lDt?U`2Yjk<zS)s3bP#DwcJDZoU-r9Vus$HqAtochTwbhk+rxDZ}ovQy>Rr@)r
zY7_TJJz?C7pS|?I?|t*vezNmF{kJcFTKhi+e>{0@^3LCX{?dQ-{eSYwrN6$+ap+Pe
z!=s{Wodq3_pzcxi`eVupXp+?ed}6awflV#UIQ^bF0*Nyi;{GDTp)36u$s@7}wS;)o
z1+eG3<Y(BK425>a0S-9$O+@;7@(3g^#ef3?8Ge`x0>uJ!BuGcFJHdHq!Eq85#>R0v
zS!Jva?#W8Uvgb5Qp{GTLWwA*ul19T{QXUsLATlQFGv}$%D#JfgNTLHKgIJ%_PMsDo
z|42HDCM$OnG`q<+1vUr>!#Po9m*M2P7a)RtmEYS21DVzW#ziJs>7H;2BL0u0!jz3p
z*1Z!yCF|0aA|1DYp|3KD>7YycpcG9$DyzEmo`@VaO??|x-RAFVL(v#hEQuLnUu?lR
z=#@lyz4;1Fg?9is&WSO^t3*{vsE<@(Y#Ls5-c4psHZ_szGpP5|z{YeD6rpaQ5*6eo
zssivTQ9pED1~C^3Rdo&eaS2^gNGzElMkyo~Pr_qp3yzL!CK`iTl2J&)pV&Rgngh#0
zQEs`TF{1e|kZ4k-gRRtq`r1O86f8k|P)ItTNNbV?;X9_!UMWhoq+T5YXN57;B;1}I
zjb=W#hlKX%{P~5_DzNaPgoYsI;ifNdnXZaObB!^Dc_OW3R?Ot3WEA4pX`f6-y6PaS
z_GqOnzd6?$9v+O5+pRL%Tdvhfo=)cwoV_ZI`dVjkakZrg$`7eqz?D2FDjDD+LDl%E
zheTOV&F$*@xo+GBku&hHH}84d*Do)whR&SD33xsgTl9?}sdPirvAqzX0QKlt8gs=P
zl!;DvyZpj(zl_eG<`a7UBWR$5{us7r{U1((&*t6h!LSL3Q1>Grih}OIz0(bl)kW3(
zX7XG2;@-XC`fh(hk$l*BG(s$x0e_B2ktkj{@XLhwlKz~~ThoC&^dvt$!AVmbs6kX-
zDhC{;c<D4Ss1OxKQk&B#ue@={2UKZTPNNXB;M`m_;ZUtE!4)(GyDssl#m$l?_3uj2
z@(bP3XcDl$l%*$GDvB%OSh{e{AC2c-#4!p)oS}oEkC;C#hz2mbDqzP*Xd~H#(|`Fg
zj8_>FOn^W=-~*H*RmY$oR1W+RA{Pm?m$z=f;nX1=%=Z=2dBP6l3$WHi0eXs=?8=T)
zX>eTXK$v_YXfT{@_eWtAqM+|lW}$<i-SvrQ7DS#QLQ=or`mNSrNGcUljeP&wjje6B
zwpy($$>LB?wI6uxL06Q64PT>LUtRd%#`ca!pq>D|;M_-zlyeBWBb*ajP#*Ot$`deB
zD>~>h*bYT{21cXzV8G}jlMu8|@@53BPk(nJ{9heshm=q_rRkp4ZKH5VI)W5rF(|$v
zItI_-XN<s84-SGBq%_nfBrAdkG|@nxL=S1Y+WxTZeqS!0qsji;wF{tj&<i`Q*X>Wx
z@^0YugYg1dwNRrRxfle1BW%;#H#+k|Yle7E^TOJ7h@duIVhcHpSaR=DE-6i@^gyQZ
zGkXdoj{=yIf}le%Krf)kPQ#!BgIv{p!~`6tDx_~u2ClNwNU2~}3n*~GyWlvN+ieK4
z$ep_f+{y8-RAMGls5wr>y?*QRMn&=0yUb`6x^AMo&?H2zf-}4DQFbZ5Hn<qvPnEbE
zhyy#7>j?h^_igcER)>C-)#1zMQ{5*EV_hS@Kdeg0aDt`<DJ^M+-MO~Ws4uGNMe1K-
zJA?uY#vL)o_Qw0Yg<+>fKo{l({8D|f77lz0JOL^A<<-X8RCodce1KWe^PoI^4_233
zlBY1a`eLH28!PiW>zG6EhCd`OxyY+%78e?Y_uI=Pm9d{(DuD<yux2BoCnYh}mm4NY
zz=S6yae-|kxbWnX?AAL0!UK><XRmv}liKLob)MXE2^)`G>;Sa<VQJv-bXeQ5kRhBK
z7WZ95BEW>kIs?ACOD6vYGI`)!SqF5>hg>;2j_Xc{5<+Z3+1A081OX#jw2i9C%pGeX
zRPbQm5gIb;915)c0BZqAaD9lvcK62j1Nv8!EF5KouAbIhT2iQwBAb+OP8h&l!0#Ut
zA(T|EkIcu2yw_(;hz<x0WRw7Rf^}Mo)&-&Kq5bc==kA~q+Buahj^y)Zx5%Yi_Rc%&
z=SR-D4f|va;?B*x2~Wp(OpA8(6*k~=l!T8m*`d3zZ6Uh!nEC|$Bm?nbh!FAO0DVTA
z99CM0`7z-zV$>x>t?VRhR3Mk0nIwy=!wP8ST2#3a9Lii$5@6PDfU86-HMmJcR(Q~a
z^|-s+mlR<e1Us~84@A<x;ozWxNj?k?dPvbnXAv=yDI_QYKnN}OIIaLqb8s)98bwG&
z+W#Hj{eBDE*AT2ZBJU6kS!Xa9!)XWD(LMw(q2Pv#;9<C|h}eqz{w}m9h-elrSClpZ
z;R&&EiD)51&W(uRLi<$xXkoec;NHse!okS@RBo4_qG6v-`du8UKa~UWDRs~2Q+Uht
zKb;)(20roOLc94{u=`+f;R0KHh!7a_uH*!9jN-^3eA99sREEL5E(v7SVf5HC-tlXF
z$Srkai54<1XIxuYm3lJmgGsZ(N=z$M_B~f-1l&-UjJcQN^UJ$-?S`u9$qg|tqV*nQ
zgwYqX{>}BAXf?Y!utHiT$JGm~OHWlg{XwNQ3e-y@az`4TywAA{4f7Ro#R451_&}oK
zR>XsE&=rpUJ2v;UQLBbGo+W<e7R#U+a_t159W+D6Igl?O;n*3c;R6H}ZWuo!*5c2N
z>tZ!W9`L|hjCQ($z_qw!1hL=^k<xj8a-7NI*pp=jxRW|m3%?^=np*@Pf;Rm?)TDns
zM_Y2OVfgV$titFMoD>>aSXd2%<P6-#kx_D5I_!xt?s$i?ZXt&dbu00PP4XE5TG_*<
zF{T2?Alty7m@q<eBEXFnKPwA_X&vlRKw<ppo-v+@uTKe=BH0cSTiNpoB1L#&ske_O
zRJ8NT{N{0aJfXPv;?m16@`Td+lRP@v^GWYdc=>obF#{as^YL_2y{A|BAFt`e&3dYd
zOL(YSitbb9+edw330l*5{*gKOr4d;4Imeuxa$?JM^g4|Q6o^ZSo3A`l@fGANtOXLp
zG0V&qnF-NmX)AbMV4f4#vW30Tr+mFoMV^wOAbNw{#}@LBE##YxMaoD~TUuOfuC6V@
zVW9CjTFA#ao-Pbh3(wQS{q4W;#$W$m{=J|1<G=FW<-hu8Yk%kDfAZ?z{EdIS{{Fuh
zzWVAv|K{)g;(T-}*uTT8Q$4TIjS}yA?WRKYsNi^Pjb6YSU5(u%*k_8fUs)B_X%!VT
zhz*X(#yHu2J*wkRwPIK1GKS=pkwfvbjCf2*NpA~k<!!t6pNFROv3fqDsGg>t_a5u#
zkE);d3M=S6Q)P~8?PCo+)M!VwLh!yIDtfPgj-D9hv64QBo0hpTf$}9sc5EpvJ*|R<
zuKcl@{;`^#)%%8;-g~U4C$qNVdV0tC1&4jsj8h;Eg6ZLJ*_$oV0WGHiZnCFa9&_B>
z4t!WD$UHFF02bbGyD&VUNEXr$3@vtr|7av&NG29#2Al45XPZ7`y5L!nW8nd&0>;95
z2C3Gq-!NM-e<Mt+`Lp3Q%%4l%s`;~S|D>3*x~f$QK)GW6wotEn4R6_eyJS|pN`Y-t
zBEH6CO~8`yXG)$*MTKRXIU^TN=J1i_F>ycTZ#@J}2~Ky{4VSw_PeI`)Xf_7!eM=r0
z<B6c2)M2qdq!QJ^TGdP86u9QqWhspCB83Y~@D8MSn-uvm7HBhW4Wi6$v}*zku*T76
zIN}0bg41Li9T}Iv1eL6<P$VHVrizNGtTx=rZQ`v~Jc6cx!z&dmuF~!fc@7Fri3iV=
zGD;MgIzkDdG83X?ruD3}Vn96!(IE}pF+}o!N$&wRCjd}_Z)xm&1hCj2SOn{N${Wo*
zVMs{>fh=m73y{w#MV-R`iZ3ApNJb8m1p^m-6=fTUEsH<F(>1Y3&`;|RwrXS^U_BFM
zMM+(jR;SpXDr<!F6!n5)5R5-rZ&pcRX`t|m$z+xUo?04L5i>s;Y&Cw&R~aL$##Vkj
z>U<@a)klD>q-Gx7`gpan7|4C(S1X}c-S=UCZfb*PxmYD^a%NR>HA+5$R0JT1dC2>l
zJ!aw;!osuKl;4WgU|DPuv^V{jg+?ggU!K!3_Jh2tE^$=JbhS0YCCn1*Oado79D?r5
zu=A3GDSR~B8X`fNw`PbP=kg(&XR}^)XV&<QfX%bV9R^+a>4!nL8GhlRS1?O{|3Zai
zV5622AsGxq9kMMrOO{w{S}->~qA}N;C)C2U$ih5<(muJa^l%DOYdF~sf&;iSkzw?c
zXl~e2t~4u|dNvH<y3HW``H~c_z};+JNn*$aliyDHJa-k;y1_laH<A9YaL;NZk`>&G
zhm+PA4&urI{VTs^=?Ij|7dcbGd#Wu1?sg{R(Z|T(DjLD$y#2{J>KzR-=zntVf``07
z)-!TM8*~ssO8R;U=RCMl!MPhmbz9>;Ja@@G4KB*V0UVz8;Q;FGdgSjZoU-U03c-P!
zJn_h7HF(ep4utdKyaT5;IDNSzn3x1EJiYG1W1XVji2@>C?~R4qgksM>KzYx-0iSQ^
zk$Z3{go_s1=%6CxMJDI49+LnhD1x9@<WkSo-Y3t-_5gl>{lVDX?}AoJRU-V!o%;y3
z3};&56#*YO^8BOBP>_;|Y(v6L&QQwW>%Fco-0RLO4m*!feSP@ti>%C!?AlMxnHiAI
zgAdPh3$zP29N*xVI3663kRRTN=Rdecp}x*LB-m;7;KT1?pgs`UktibIzKBEo2|NfR
z<0+Fe_0cbVHR$jGBws-|*TKi_0unuSTYGf#?_$h|rO^Ie@{6P~jdM%41BY>xbVNNw
z&B$}N5pz&EC|c17X}Hh9a}YtRdmeGncJRY<0`WfF?O_`+hF`wUKz&j{s_Edi*Zk(n
zYICKvQd@-6@tVKV3|5vq%k^fbQ4RbhJ#BgVJ`<@bHm?}aH}^Q)2qy;=plLw{Xc8fq
z=$dH!^gQwO!D{2v#!_W4dQdR{)KFJy-ZErM)ym3}4!!c_snCjib<{3Z1Go0(&mY{~
z9m2Kq7ZxxA;*_<JYYY?u?*5mrZ)Xfrj7?G=z-dSPl?kVx7!yCGo@tM{RsUKEE=D)%
zp2So&;*yCY8gV(40GR#@Ngc)y5euS?(svc5OwdhxypC2EBV8!iO76YW5T_$F$6yFg
z+pi#Z{b~Fk{d-x%VDc_{tKMQ|5y=Q5U};c9;cR#M#Vz>nW8K}az+D+G%-xnN2joz$
z#$9B<J4A?+eRlv4Z|Ul<i0z84pP}{E@00u-Xp}d2SWK?Me!qJ#p_l>K<~oF(9MB!^
z71{-`f@2SddQgN<x$hscOY@W4f)Z7|TlYJQLABcHEVWwgPEcQLt@+E%)#cUdY6H7?
zQ!my$3eU>&-qmoJB(7JZFT5M@b{`@XfvRinjZ_G4YZ&z4<;{?<#2{~vw*2uPzZc$n
z`0-W@j_dR`KAnua@CQdg0#(Y*0EX+hcHqv0>vy_*{`+P+zOBKi`#@Ej(dv)8{r2EK
zhau8k-6}YBXlVckr7f{MP)T!zXX}@v%7?Mp{iMBkW^Q)Tkx(4MgYZ>scTtd}g-sRH
zA6)+K=fF1+X$;fA6EgjB_Y$pB(7o=7^A?4>Td7yqRQVSNqY7O>`nwc_7};flwPjum
zo~3DwLa-yKSK76<ugW|J-`ocPU&ZmQR#~eqEi*9%Ke_w<T#4>0uvaFI?1CQfl)d=_
zo4t-&AGfva?u?YUeBF~y(WXB*_xsBs5XDo0Q3kj;;7mc&pom1hJzv`x92_E|4Z_B}
zjj&J%9lTh<Kg;fB`#uHey6m~%#Wi^h`>6<A-F<&BK<Zh<YH#u0cP>)Oy%^l3((Aj>
zCG;qq2uI6%CIYF5J|i}03ihFQwKvIX!%os8kuHS2u)u9rpKoo-AkGx@Mds(Ecs&&n
z+$}7nfWMs!n49>Tx=YQwn|h??-CH1-qXW3Bi`A88wN<V9%ea{}R%$IjXe>AVS}kZd
z*QzbO53$7N1-_pNG~R|kZt0!)s|oLr@H8e?4PE7DyVZo<mB4Du?O%>6f5f|6Y$O!_
z@*rS$i-9Dq3z4}J`#F89d3t}`!^W_PZK2Ux)%(b3ypN~L;`vf*siQEzj&nJJ9F2nt
z8(U$cp<M_u4m%xQwO)mQr9YxGK4oG+m_rz&)GD=h=cv2RpMR*kPI8YMOVg~ko#YCc
z2g+_cr}*$7CBJqOHaU)&=L=?{6d-HMseTY3Yxb=!7CDN}Sg%%>vE|eeJ^wq%sQ{VY
zZOAu!ZM>-0=mkRSiobLA>x<x~Ne39#Vd^#x21xzJo6DPa4Hx@uB&`><#Wy0Rd@bEL
zaDh8#q1hWW5s4Dj4HtCw1IC~}fAXfZ7mQydui=13mn?O8Yz+sHR?^HMu6M&L<P-m2
zvbdThrhcyrGb$28LOT`SQ`Z^)x=SMQ0AgK=ng-!3g}p=UQ7Q7&P6-s}%MiK?Ngr92
zUJ^oAeN!Ia9{}GF1B1ADR4Mny=v~LDc@RVI`Yn*7PM@&UTPNwK%hb5<x!dC8x$Zc1
zk1y!BSC8b4-EWd?m12d4INZ0_<$ZMh!n?R>%UdqQ^OOETw@<;(*0=X?^}Yf_H-+1M
zn>(_?LF~plR~-UzN<laTA0mbsLivy=o1*h^MUeMGXb)BzQK&fB$f@XkT_Hgyu`Go`
zCCLc{-q+9#0aAK!$B<~7;*R2f5{g6U>q9;uCBM{7@3`mGU6y;r6F1m%?t*?J8_du3
z$U@Yxb$k29pZH|qCdEUAAo>u8n%G#oZ;J@9>z^zjG@lHzN_PRsH%QtKX%7OXCXu0T
z$O(k#Hzq0S;S?$Y1fxUjx%E#zSts>GI#H5C+W{05k~!PM?!91?OlzD*DKe+xB&QJ_
z(3)V35baKL!w71DZU>Sc&7gAl#E2dY?jvOGq(|a?LZO?A11KpNm^oy4*%sC&Vi}6j
zr)N=C{7rr7a>H-RJNQz_;zC2?iaA4`mHoqgG0jl7;%(}V%YB*$Lj*e%N)!4aL;LoF
z`y!4Z5r+ta9ZEY+!l^O5VjP1?xmJ=z^WLQCbq5QyYK|6YeXUd*mHHaex;&u!A#c*U
zzdQ<v>SF2JrRg!gM7|X50D37O+q%++P?sc9qA9R#uEoNw*VT%~MbqdKAGITrv|0_m
z<x8#A`bssZH5Z$0e{E%H4H}Soy;g(Yxjt5NobYENbB-74mm<&Qoa47F8q+g1B1Af?
zO4|anm#wGXrpl7ZNF%RVh{ms9uuF@zf!}>S;ayDf7eTN?>L*6P%~cCbq&ctK=+)a;
z1&mC0a<jy-DqV)g%$6j(;Iqw_p~i=C#dz12aAXP4qQjs@ok!r6>)TNXQ^=%wWXcx~
zp_neqnr5hwWrdI}9LW-d<-4d%X<Y0zcix{VF=6scqY}qOFR&?>kXtrq9I-ZTXxTf6
zL#pE@!sSl(rDiJDm3Z(%2t?xc%5qSRUJw&Oh&V0uV#Jx&Cs^lu2#?=KhKN4t$}<0+
zCvU7P-Q5o+`>dH#@OP8X^0Z<02KOty;2sPyw0VQJW1;sPCEqzunEmnjd6+x+uxs&q
z=f%<fJnbX9!SK8|J!pG@mp}!=2DRqh%e~zIddqn_)+>74<#uZsmIKg8!D3)(ZDqw@
zUaGA%>nrW*THxcl&Ev?D$7fL314{1-f|J82g*)Qq$a4?0;q=C@zZ!kL9rQ#>00wwk
z1Blk~V_ltUT<p2(0)9?iFUZ@11qy=g<NV04p5s>^!?xz~aOmq{<Tk#*5UOq7`?t2Z
zG{gL$#KcYC>C*Z4%TnLN*yC31l`LzIvj;#8HuwEY*SGEWNec`!2!C?ny@$;xDY_x9
z|6$ltJltI?p|6GIh1>;FcCGK)W1WB3N~n#yuI!$5M&N`Y4nhP|ULT#}hj~MMzG6Ue
zw!8LXYtaIln@a^FDr1|M80~g&uZ-p7#x@ydL*Sxp@T5ek86blIgdkWG#r8sb(0WvO
zyUzZwiugaa>?>NZX~Uigdp}5w2FL?L!M!1W616dYffrpOk_b5Q8q^L7D+^&;Xc!X0
zRTGz1!&(s;3C0ODQj!BCML^0A7$xF%uR{KlgjwtmFzX8w9UwI@C53XOqz4ykN`XM~
zAqV$q1=w~cFbt#^`VasNAqi>+d`mr!?oxf>)>k{7M#EpN)tf7g#g#^j5~lmjcCfs<
zyxa<Wy|=Q-)GM_AK$?Wa4gKw5>n4)#cyxJV&iER=r>B&XN9n1MaKM6b1WfP%Nd&l<
z{$&1c&wgo=OrOBcU$#0Q#(s9uUgM_jXVze-(dTh^RqbgOOeJCc(Oi@Ag%PIT+foXq
zK4y%+Sb{wZuKV%U%bi9(PuXg2+rx0=D!IL7x0|PEBcT;aT75ak|CwG<%szh21QRo~
z3eWCJP_Kr$2PJ$KBoQ0ib$)7tB;iuUL1u99_s5|dNmty9lqsx&gRiuctdOK#yfH2N
zSwmw|oAmveE5bTYV^c7{XI-ZBW<wjwHm4N3uCjieQzmccq!xs>p~(Rm?1kIQyh92S
zA34v4yCmL+QM{C{Li8)m<wIB(n+Nj#z#MQm*cZm+WYMqO3}{D!oE`hfF6EnPB0msB
z?!ssgI|xFFh?20EgXV^|HPxJxwpE^64VIVdwMMhkUaAI*b-&eUHJ4gJd#z3u-Z0Ez
z{`q}{;8|Mw>7GRV;NgbDeJS=8^M!wC-G9W*NWVvC>#Za5#>mYf?t5Vw=w5D98X2zA
zF1Ud$pWlcZnl8A}3k_uFUbPy4SLB0WNiXe|z!;+CT_G7aBY)AxK<{s8t`&FCux5I>
zjh$B8mdx3064<v7`z=N;wqLXSXwVCgI<k$_It&v-LD%*$qsePg`h?9t24iraF?=Ht
z1XdscG70J{>zm0?Xp>ZVc(*<ZyZrS;;7ztz;hMjd4Tc+k$Qa2DF%4hlzL|(l8ns-5
z0T5T4Or3($cAay{{UX7(cNp0l8I>YQ;*I?ShCG)IdDH()clNiZgPNFa9w3Jl?@H>-
zk*|?+j_I<wRJ`681n>c3fCTge#jov2B+6esL=4cb=HrAKHieFkQ6$u`Ddcbxz@B8H
zhD|t$$v>Mh#LH`gUYqQqvq03<gFzA+ag9I*dZO9fCF_w89wzRHt&r#JVYc9IAh+2V
z%5$zX1LcQUthFG?UW5e78@KNSY~eDO&_6fWJUOz)h{88<jbR!RaNqI|o4W53#tu_p
z(A6toLeJgqwaqGCvbb4LfTcTwfUV)+f$pRP0=IXJ#@n-5U>EN_QeU=oJMHyLf(7JP
zHkcgfJ&b8eXtY#@GJw4{2y8n;pJL&fe3wA_4ziKyzO~nPi3PVW>@eZ%OyCjPpulsO
zqR<mFMQL!GKb(l`HNz!L7lF?hkrWWKWeFYhp~%0+)g*AmN9Y}c;DkB<k-=7x8t4?`
zp^L*+DZ=!@XtEn_Kz0*Y9qN6!b8VF=v=0pCa${G$*}vC?zagcb<D&MtXEQwa*hh`c
zdq$ZEMfA$sf#vh<iAHPpNNl$x!HDKmPrnv&aWY}iY-P`g5D?4MIC!9|v$-z>iwOYq
z31ss@(84Kl(8p<4dl}8yGs}k2^m5lldi_CoQn7pe8qTu8P^1pzqV}9K04#BYJp|W~
z`cF65UYW%!TDnyPYiq?#0=)x6k89}XTheWp$+9P&5~g??a#PqE>;2>F*6@XJV4rZ4
ziL_BlW`N9IeeB~wh)P1mwEt-}TL;~gX6W->c5@XCMsw}69n%=Xndg_}_871q!p*0n
z`8zT=s*`Tv0<=fhkRDF>Ozjj<Qzw%RYK@Y8=Hs?80b9oEoejBdG%C5j7-x|VuoyWq
zt5jbZ<76)u+!jo5oSzJ^WX9aa`N-TB><up*Kpu_=C#vJq&vXyW<AS|JVAgcGxV@>+
z8}EA1qok?~VIMW#5Bj8t)Nh4uPp@X-J<VQtZ`}5-Ovs&@k=jeQejT(kFkD5_&~Qbz
zM*$dkN8&1MJ~05WjI?33xvQDq-UUoZy5bmy`S!q?fHzuL^tfhw-kV@I$^Wp%aOvo*
zWh5O8dvC2V9UH(F>kMXdok^UzliO@TP|=H~y(s|V+EuP1Humy<&97s)<!b{$Y(NwQ
z^O@#8d%pz{3h<^OkVu2sG4^eH5`}oIafmhR#_e0+ByLuWrMJgzNscBr*7EI1QyObA
zl2{$~DrFzgZrrvcKtl7)T?CQI79?YgH#%CzVc(wLH;`BzcLmMMk=|2p#qmHl%Rak-
z0<JYeE{;k#fbh%6ERiq0n*$s<agp8E*dxsvnd@3)_0bnJd%ZJD*l$b$i`_-mh0Sh9
z#9F~_J*+CYfss<uf`eb$9H-1X$lii%K^VxMtG98gqO{9F`=;Lv!mF&^q%GqZX>${X
z6*fgU1TuP?a${$*%iY=8_OA8(T|FXpg*e0Mi)ZYOZi?L*cVM+WY-@z}ytosLpqU#5
z*I<9nq}l@=ii+$(vo5hVEwC=v(m9)><i5-m+1ssr_W=@L^ZQ7J=Aqs0HF2KzHa51o
zq&=AGbq}#g#8-y0w>1fsu?hhIuJgvw#pnxf1NKCZo-^#}s7y!`E^2RCXYM$hcctg|
zIb6bAq&dPr0DDPSFA<SWlK|l%z@8?mHrkHN6MkgOB#v8wo{07_R3X88Tmk5$We%@>
zWK^KScvoM$G}k8fn1r=P?1I%}wC#9XI9LZmXj)jW;L$A7c1rWPOTc@9ImhlvQH?n@
z?d?gw_HG7x)l9%(P8++McLoP?chd{HJyz5OXjMlkV3<m~gCjtmz1v0T0YYooZGI+H
zHw_7`eQM&jdK8(SI1;SEdWhpl=xq#%y|_VYL)HXbgWd76g;La{LF}dKV?=>UE=+Gc
z+|nU^`Yf$5)>SSXF~<voe<j*e%2JUs3RTpCFBht4p(rl3*%iZO?~tcyq6qn4h$YKr
zDuh?WyskcNw$x%nS{|aKZLcQbS&`117*``IM(hS+oKCT$hG$e;+!H}5oP=)c({<X}
zSXBSP;5O?<>=s3E+8zUug^ah9Xv6L4C?s))g3?~;^;>PAX&)rzdp@kHL9qMF2C+_@
zDY$lwd$WC{(6~Z{T2gDaw!f!HNh)qhV{HI6<xLgQg0+S-04Y(utGGem3)-Z2$C(Uw
zZPFmCikH)iDI9`1#WmdTMKp>R^A+9}#>qFyQ)&b1z*~qc7oG|W;n?Ypd%+QLd<aLz
z1Ul^9g!|7HczafR6V4)1a!PDrgu<~GWXT#N$3^5eH3&((ytxHqf(-8X?)N6agcs$c
zDsK6G$Q*dLv^P^p#FQF#L~uSuf<0$td6In(?P|1r!EOnAoNSZlt};?cv_@gGhA&sO
z55sQkr)-0zX?A0=QBnND1M+ogIu-*nO^F!x1kN#`R7)Y^4+a{1PK>pna)(6PbL#qt
zOd33nu5nzw&p6^_9uSZm2wo_Nr^D?m_{rV!OC`Fcm@!)N5DF7GewAVacgJR_Syao-
zE^7vNitO7c;HXUZ%jnF`&l)y{ONJqA+JJ~bGd+bEDD9I@$s#_g>78=y-E><vYMQiD
z9^;-O&B%-hb!5lZ>%v4C=E$_CDd%=yxCjeVFc_n??qdHybl5)J<~wl0CL1|&UWREK
zkpsi=phq}iV@<!wteFh82NOhIpop&o+a15*x;HxR;b4MLu<8+E>QjOt*vdK0Aubuh
z>TM6^aYX7E=5~iJg_IHw*@MX#kqw4@z<93v(?F!^I2Z<y@H;S^!})@&^46&-FmWEO
zOA|X`CEmnrUFX)otr?LQ{5G4<9Y+b(=k9V1@$_oV8eD^y+RgUrN_A;zd9md$)f$bU
zT?=EPo>e8zP<0!&T2DTsAhP;|H770sS4sQL!z-TL@^?e?8gUI0PY|^)w0IEG74k}o
z%fp|d+SMy9-4JNR!!5*h&{uWi@pu@T-DvECgO7(4?l)Az#4awf6?CoTljGberhuEJ
zKY2RMHW(~VS&AY=#;En6wy3K7@>KXRw)_IYU?XD?>3#%*jR2T~q}gN27aq*hv)UW~
z^h4hpX}LAoQtXQKFl9$99nLkWd%3@g?uA_LwcY-(RcR0JA#?*GCM|i5%8K7^taMh{
zI&C_H9#Tg7?5<SYB9;m+pW?drmAPl;PHMns)wkzZ!z-_;;l*%nE`PPDNM4R%w=7Z%
zRFRG8wRk<a;*q3RFP8=CnvU(&r1}m9IEd*E&fj}ektG0J4Lbg$H>28YWC=ZOnsycF
z$81b5#``eb8w=Eug(qPoqn51&YMPEMVWc89um!4{itKCg9=w4AmJeUJGHjm%-B;r^
z+NP`pnl}ws0y*1kZdziN<v^FfucktzK-;o0C2;J{^%70W!t;&zNF|up7HCo~gb6bQ
zqC62hutfXvVAE*jmlNuD`u=z92?fGi<w=$8SUp}s@KlOgS6g&Jy0B~<BOI3d;TX!d
zz43hb^pLJ%w;$kc#wwT>ca^!6=`p47zWklR=y!kJ-3r>nfs3n#-`o4$U)A&UDY}l~
zzyh0AZ4V$WI;SDhQ$mi@_@cj_m{UzXjZIy}V>yjb@cQYQxl^)cC&b{O{AqrABK&%i
z4+c(%!El9kMAjVDj=7&mh_ly*|LcRGx1ic@oI1Fa_^cNwsxmLD@}%$4X?sdiu&ky8
zXH9`~@h->u5I1Z=J(O)D+|2phq^_#Yu65ZzfXPg^joY&Ae@)kPjfAk%6__z0Sq<es
z?vC~;g$p~m;ri?k;bTn+id~WZgwl>6*xh|NKzEQgcMJq0B*bfiC=nG5nOc1CiU>;Q
zE?kxsc3TPch(@W37CZ+G7+C!0Q-s0G<Ie*3YWL^vjz9w<I1WIg`<-Ay;nZYwx66GD
z@5sG52=+Wjp*xS5#WHOS$7_p3Kp~lw$T*|o!ck99d@)>FT{R9ey^0KRhVa1AXoh>z
z4e);VZdWK*xYQ-lED`;!3;U$uz6iPEIXfyysqR|R%2H@HHCS+#$M7f@LK+;nxCBEY
zNPDSEZ^c6@gd|27tIyEsG!D=OAPT*V1ITpf1G6~No<sk4M4}mLDS1*R@CG$r@CPg^
z=fMRnMD%AiSyy=9u3cDXMi7pV$YGA|r-gy+#$^^9Ayx96+ag3E1V)^8hf)_&i;xcp
z(c|D2j{t9nF1$J^oiy%quFz(33lMz|u8_{UkkNQ9u*oh_=G+lvDh*B(f+>j${*u5r
z=r|Fi!lfU|CJZ>lP)d%AejJPGK!T-t^_1Ffwi{idjxRFSArl&Q_0IKkVXU2z8yoZ3
zd_*c9c>xl#Cvh~QJ~C?+b!{RppXgvj8z9D^sFh(tC&fZx$ULBcg%Np;%3&8H1&Ldv
zFDlfvw3vv~I;Cl%VPQ5KkcliLZY~_PnqWmBRS_p0Gk1|yD~)`}9<V1;VG~sqVdsd(
zj2z;5!I4rZcAisadG3bvI_w=1RTOuSc$`K=(IA3h^4xhB4O4qtI2ed1PFEhJW=ec1
z?_cNUlZw)fBDvh=50gvqxjng*I%Ovpl}FU%g8E3AT$Ij#$pwwm6pE4?azZEY;pZH9
z3~M^Z9$C2%)Due;mbdO_a`MZWfyLSGc}mBH*-I;_h-ZPJbOM7-5eyyS9BI3N5>OmQ
zjDaTh#ZLn%Eh76+jmli`lqqXp$d<viZRV(d`ltRXF^r1lIFD&U9iZg73GEZzgQR8>
z^GHN>WpKHy0AmvpWKgq9{Nwi|x2c^DBqG=Rx_H%v5Jb(@b-kEUKvr5saA-P!-#nHw
z941=`lmQ1_v>VGT(y0vvPDf$UvrQm(6Oi+4mTBJh{kw?NMJr{ubBF<PAU&S!%Y<zb
z#lC-t^k)N#fUU&la&pmx6{~>gXKoTa;t-3UvadO?+6)ktb{Ke+$t>(v8m9=gVsql|
z)>+${!5&=VkWv8Qb-@a~E=XPHUUKEw+$V`Y@s||yQ;&^;K*;p%g*mbqi5jitq}x|}
z0W$EyA`=IkAyfvEM+0YFL;}S|ofR-uk0fRBGk;uK=VdQ#X}>BL$#cA4BX3=BUu<-8
z6p#P_D=vjw8$xuCbqc*0A9KO>#u}^Xch|2f?)s?fuZwdCEEh#s7W6Ns7<tyE(00z=
zLSqXdsU(xv4{nq^Ng=VJ2%$#%IC#gL%xdbhX5`fSsuF$vm0z3(l_C5h3@^ZAHC$x)
zE;Bb(te0>zCF)f*376!kL?J;cq4oiVBjMH-k;NsTQ2nG(BoJwcpc1aVT5yz5Id2>a
zcS7a1h-L<Ii3Iv-t||&<bdyf#21AOV>I&`T)Po=S2eaz&(U28nd})7!nLa#X$gMkS
zn)YTKQ19bW*reXR9tHY(9O2G&iYh!_`gBco*~=pG`=`5dVt&f2aI{19Ej9Y$^Zv~p
zeWLO)md+W~&O;><@t#EblM{%UhCj$9I4G>FiEE$3K|@3o!%3Imk0E89gg+)rO7L(6
z)20DH$>~)hD4&gnG$X{v=bloCkI%iTkkW@H<Y^>U;!yQifF&`aJ*epz3qwRnUB<wZ
z_>}>lpdjUdKyG0J?&LO}dV3@D8NKG;Pw!E&O1nF1(J4lij64;6W+45MePyaoj01#l
zQ)IA0>5N*ysm1Em*-adx4#`^3cz9-01|2sZo!n`xT0d8-_RqTU^XVPje{S^YU*oCn
zlSgLqv5?W4e5Vm(5at%}=urfps^A8V^hVs9&s9F|50K`|A6B}f3Y~p)%Z~Pi$q~~w
z#!)=7b1|uDI_L?(yK>?Q+AxW@7D;P}H9B3>u}*8{F+Lvwh4_1F<ND<f-ru}=`+aYp
zd-Zf$Vvo7wT<nE}GpxdRLS(Db#H*(n1r)^Gu?7CdpPCzaX<Y9Fi;K18YQ0fytXAtC
zWT2=m2g@*cS!*J6@9JVF2v(a7hy^;x47|9!w6f;cgT`umb;)nH8qKQ0yj~0ZwWhyV
zZ!Omw?OLm~R`Z)c)NC&{mV(xDuokSgn#fy)@=GhV)s=du5!4%<s!!nz+e>WiwvGf>
zt(5>Utu{<=mOIs22Wg0F{^BCip!zFFdbQkaRXf#YwNXR<D}ObpuhftT6SUQWdX0O0
zeYu9Bu-;j#HXuE3F4tR)1{$!^Xx98-4WBF3w%=G=q(J|RetoIoSJyhL)s<EQl&#g-
zMRuLiATKX3b{1PJ$hOsP2KBYoHli_hYM`&W+*)fduC?2%LA%~SE`haXyWOcR*Oy!V
zYOA^!EOBItb-WLj8lA;vW3lG@uqawwY_5WiHDnoRtTx+AwUwZ`jGkMnu6C-8rNwru
zRb5$GUg-p_U|A=uInHe0nI;S^zv=fDl!4YL={lr_DK?#GgOEyiM(qC4zwtYN^0oS}
z{=<L&xBo)(@BQ(w|K0!d{5SvF4<^6=7yg6B>Bh!Kf9F4DUP}J_irymYaSBIpEf0h#
zgv|F0W03k9)9tmJ3gx4M<M>h9!V~+J(G7?heRtswWE1|dwYPBj>gBDSg&o}U2E#ja
zMMq-6(YS&;rbx)b{nBn4J*Il-F=Yk%OmX&WEyS;a6gB>*4$xZIbJkJv<`}TFhB<58
zdEa$wXC2D1axm&5Pm%qn&hW+5J7*yvCiRMt_q==7IqSIY3{^dZ4k8JqH6eL%No@}y
z^5~y;+#*UJDuKUQsD2bGLjj~|+98#P%G*;`4@AgV!gNGc5TS}`1`23{jCL84Bz#R&
z3TbHMh>Bk$g=k2NGfD85M>j+`iE)moAd+Ziq9u~3j;bn>SZuMRl<t+%7jZYS(ujVm
zNs=%Wg>^>~Jzw-O9IBp}0?DX%MtUS!wcSw>`E71xlEgJDjgrJRE4320GbU2asar}d
zpRHg@EylvaWSx)JGNqQ!scK3sFBB??`ZP=5B+E}#I!Q1wBj5%w1O1akXv(dRq=b^_
zW~Ygg_>QQKl1LKNMs20wFQAi>xYUW~sER3xY-ZXiiEc(JDuryio=O5TOU^)LB@xPv
zDM@do-t*BS;o{Fn|Im6VLwQB$(zh5^_Y~1#NdjX$Qbv&_QH9#9Ok(pXwIs@f-ISY}
zTeC%H>%GA~(pm1t?ga(x!p=JI<be`Q*q~TffC5OAaoJf1HXkBJvxNvpFFwctg43o)
zK+2d2o<-`77H*)i_PbZMuP*AhNaWbFK$L~zS;wD@kv26#i9FvY*cP63D2pkj^MJV+
z9Vqpm;x;Su2rgELk3s>?4{czf^Jd#b>i%x8ErgRcm~=CzE`@lc62H@3de6m$u6ouX
z`Ek&$P_|E8xHL_XFJvqA-h1vUIcKIpiL_V}3K^+$KrMMoIiMQeat^4~T)1E-w=xyk
zTCPT}d3A3!2d<@DPz|q<16Q6#O6gJ#WVO17>-$+!w-5cwXfQ#9Y{Bd5DsRei)6r?^
zE}>FLXgNS)7zA5)_aI=W!X!O^*G1A&`hnmZ!erxJx4<Gn_?4*^;n*87$!(ZrGVeo+
zNiWI14t6vZrN&opc@@$6Oae{*i-8KO!XofmQD3BxI%XFuA`QEWlu?^Sks@?}F9iR?
zBG7!!FH}Yb+bmK<UI&Vl(0c4bg<xDz1m3ty6e-5mY&0>Fxj5W7HOqTD*CqS_!jEBO
zf+WF5RQ^S((w(RE`$bAa<9|a1xhPmn849GAN;Vyk{UY~MnWjoFD=rz1T78V|bIDu7
zqi=uPz366aP@%qEl}Aaq>~hJfx0XidyvzQLR?Yn5A_-slhy4jzgtETo?9(o4#d42o
z1-;mwQ+Hn1tyJ8d+gESD>x#f8h_+5fsrO;WCcW94FvlZnFUq$GlQea-NTWrdYf^?0
zk!S4EdsVODjwshQ>@0zl@@x--eQ4bA6i)6NTU!wAWMYdi&IYfjyNul-^os;Ero{ms
ziJ@4+7ttwI+Nh~w+$_nPufhgta{Ew{Rva{OXmZ8aKvxXYg^)|oRx<7&EOe@>j3!;!
zD2||nrxJ1tBvQ;jq+lD9Fcf;`c6UJ0F9?=SicmW9wx$Y@jvWRJ1du#^)xu721eE+|
z83JU0g{A@NK+0Gk13;P&WB~|+f(!u5#DL(^r)U}$OeHDOGSnQ&oimSv1$xhXNmGY@
z3nsy}z<d{ekI%V~)G-2Rqh?BxCx+BEG<nzlNyU;6H^S0`ULTb~U2XZ`vdIIX?RJE{
z`rBA`Xlkr_jSKWRnb%{s5oaA`-FEC4t5ZWQDJukz1Gjqms-YY7@OW~tfOw3g?o$9K
z@wIYrm*YfaJ9Mj}1g}!)g_W25cEu!6YMGODxKlmGuN@r|^^I!BEU@7q9qE;y$V+2b
zbhd<iCoci%-Ms+XkhhT;h+Fu<Y%nj_F_5m$0IP^6#bl~aE2c#`wp);Ks@ghj!0d4D
z`^<*ln^pT4K<C2Vc%O|T9~$CW@M|y@+-0wD{Oc>n&hTJ9;q?Z){QQaV`LW8e7i<{Y
zOiR8yPS#szBle42Ec??mF}BP@$vE^S7&{uPb4KDx!%mbeB!%-THwRhc!&5B+eXLZ1
zc9o5f=Cs8qm3xY;E5mZh5u#LsVs@ltMfwU#8x+4DJ=j)ol&wQvQ>`p@I&6?N7cnlC
zEr2y>NXgf57;M7FvNi5g3p@&;({3!TEiblLxP!U-<}&(;VY7OKVKQ6KKsj5;;Cb4?
zuqmJ1%=A`fG%l-6`I?f|0v@kdcHwzDRxxETQp?SbztV2-9yaB*Za1SlwL64YF|uqj
zi}H)#QJ|;Z*8u8C&MKk>pJhZMsS(b9nwFdh(-551h$)b1QLKrjU(zTy<KFL-O*?Z8
zn1oC$=M$^&aG~2i+=p8VIXy!>UbvSE;(a@r42U`q2Hb~NTrcQBx)SCh%iH*(h!>Ix
z`5t9B>mVYXXHj!?z@40zo|5=4XtG!W!|dyUG-UiE+P2N;`*{f}jQNdpQnm*@8A?g@
zN=^pNjqzMY)rb36x`^CcbUgB-3^_>;0ZnvD!X*-(#xla>9f6{VLl#OVL`)iQ<I1fK
zNm9`+DT%)t9~`TH6j|hEjkxwDrgGT|-pNH+DUyn#PMB_@mqZln4beHss|u%(FmzSU
zSyUMFPo(sVP0B|If*B@{%gfUxa95_2v$6U9jcr<Fv@cNZO|TU9a1*m<n$bg628O)7
zQxI>Ck=?xK_po6Xo$7@#&rcsD1UN+o!*K~}${<ghfyNLCqqGw1O>xv|E4e|8JXjSS
zr=o~+z~9*1+`P8+5D2jl=iu}kJDWO5L+<HZ5O0p<2#L13Ex%WsloGge6uA`)cLO7T
zL++j_fjbAI--12_eZziuxv43RItS}+A%d_GNHXXCSQK%N)o81SyHTlwLmA{bwlK=}
zS@QT$3VV+IgGjpC)%o-CZjpsC=ioFV<yyNqEyYpi7+ygPqDvKDgUcYVP2abPAmrA8
zGuUNHI9PONC|yHN#>4t-#No)j0F}a?b^|i@aq2A`aqbKdb*!+krzCza-ynjl?Y(ZN
z@CBkA`m|e_*;n1&K5og%ETJf4m8~ETLkeH4(pzom8uBbCxaE}D{)?l|u`iapaur3K
zhx7?F1SM`3#Zl)tV1f=ERwws*R1j~TmEv$8Dez#{f{nlM`K%=VJe&`*u)Wd68DTD2
zlbE}oO4pF%{ELCJE-AT*DuFxCBsko^JuEC>FN!!H?dA5f61els$ddb5anv~`<<0;*
zSkbMkAl_WyC04(JcysjM&hSv|nngRLIO?~u&OFFjJNR(i4O2hoy<HT-nxLKtMYh|}
z%yD3%-0Mhgj0xHaqw2%`rcTk9yYBobGdoG#ddnQh3t>&@DDb~XAauF6i*&w)_m$ij
zGXY7~T6nL`jq&Sop66Cy`KaiW%Y!Tfrug+V53+>Ki(3e3EjwyJR$8>RMG?Q5-qom`
z!m)y$qC^xynlK%>CvbGak?wxCUHmd$2y4QMz$6H<-<@C<TGbSk371ZW6w^FZy!b6d
zku5qD<<PICbA?S5bLz;u^3fLQV2aXr<eIJ&Csh!tq=Y-cu&~l-c2yn$(|wo=ea^&3
zs=QIM=OGNmwBmbFnKsP4<`P^en5g*XaO9dcO7=R^i^IXOzgwoiXISTES@KDx3LU23
zE7O3P*7|<wCWO*}GL4vVy*EoXLrM;$ICI=ZxcD+{c^H*nD%qe9Ci`WYFq`ViVu8Tq
z^Ca4??sCbVmco@XbkD5D^^&9ug+dw1XI0@(6(@WfNraJ1B52c@t?0pQM)fV`B^zd?
z<F4N;bA~)Z9SKs_<kR;yQUkyO_OrsOuF^FmXgQNfE5ns#kmtTie2An=y~6U`a_AG(
zo5{UYN=#M?d&ccoT%N?8vgmXyf;2(gY4yoAoSMrpO+mchnlkmvkWc_;h9pD`165y&
zDT*S_7&>jbURZ)!1gV=o5X1__MQV8wW)KO6EGfV&g7ljiEr-2)VOe5Md>MjHwEGHN
zuZvFq+!(VdEPh|ji7#VmK#R*u5)0zZ<_#foC~i4j1Znm-l{tsy#+cnzJAQN0^M@sb
zxdriN^j3KqiXcr`oDhp+12+8dRH2M!Mdw~#gbBJmu6P@X+Qzst!<lSS#+#rx>VyLx
z69df^IZGXZoHEE0c1;lU{^hGX-j!}2xlL~$lpCI+h?9p?5K@kSya*F4I=KgwG^K18
z6vmt|r<oLy11-4RE2ZHph&Ms;Vv|wayeL1)skD}KDJh6Id1?!GltWS8ouoMGgmu;)
z5TdK-`dI{N#$=YgfsjXgWy}JLBF>mnl919ylZ7#VJAR0@2jzonWNTV<Sc;)dxOmw_
zl(66`fO9Ib<y<0)p`8jXg+wzS2n+4h*<|Dq%xx1>1ZjfBq|FI3%xmfSQ4;^u3BFy@
zbhaqs1k-~^|CBMCErfMCqn5I`EQWR}#ic9?3t`OxjN56^`C15TW7^`aPUA<MG)Jo@
z`8;o&L72!goLdHYg51@fLm@#W_MKALGY(U<;>!J}+y$aI>Wnkyhex?f6~voylu-lp
z5N<Tdm|sntXC&V(I=!c2O4tw-O)!GG@{zpD8TprU@4`h9XTo3GdPsyMAkHELQEH{6
z0iL3TJ+g`-PB>BOp#dQx0!LAPD1b9T*T>b%$QJ5Xd3Tl4H6-XrlSw;*%gPbzNZ2G2
z$t&e6Uj})?nw&^b3ER-(sO#~?Es+@V$t>ypT)v6~y=^LSCH$bvp-;F(q!LxeBf2F1
zywkV5Z*=Jz5>Ak*J$3{y>7!M%RA3_DWM9si>nN4vT>_Q&bSXFGBh-<*_mAcme6(tE
z&#jUk!X@$N-9^B6#l_ZTkSAPYl4oqG%YG^B3DS2aiKOXd`BL=wl^<ooy*yg^j?baH
zb05kJVa+(NUfW7IIOnFKDB_G>Ln_w6uv^@dBtOawV%30@H2o-wIOFK92q|s?QUGTL
z>u~iYOhF1^oeo?^bx;WF^bRX-l~Mp_f@qsp1@&3NCZY(^=}cSFE~O~q>7!Q0KBW-W
z*VE5$Wkfak&?P~U&$LWHRCq(mhc2mGM5PoycRv`zocOciL4^xpeNK1w&2Cd93oE+!
zreX+99tbt$J0bw=<%0ucFNBxTy~3TE7vXDGo4Ddqa-Hd@Lend=l`@QLxyZ7)F@~y^
zc-4q<JVw-A3YA)PK#QSG9u(PrBnaylu0AiqEHXvKvu}MIZ8+EBL!h9+_eDpb5Y|u}
zpGHDCHY|vD`fv!AEZP;t(1sya()vQqi<|yuheatVfjhh&Ws|c#9(G%Wxug{Km#wu?
zgdZzoYMhPctMN)U5iGB`RqZrH_VO%R!zmey4)1hSq0Wa!Q&uK(ITo#JDyDD5I}is@
zG79y!Cxvy<xv(XS=*@2N_}bZMUWvEsmVekRd=i*~C!xVuj485S8LO~d*b*q(nH=<H
z(J~Xyv$_KzK`L_+PeX7<Bi^}Ql${gGhSjM1Q&F602*UdeU(n2@^$3T{qKHFDM-m~W
z4x9N=CPN-+{mYLsJfE5^KgxQT8{^ZOOG`Orr4^UV$;ot1QF_e%(2G-NUrGmfQnB}`
zU7deN=8!se><RUX3!hY3*wy3b>(zR#f`69W?e1{Wb#G48n>YEl`}T<5^d{@Ak#`@a
ztq9OC9`wDSJ-MJ@Ut`#L_YRUGbVoh^o_l4`{@wrRu7cnXkr3<j+!>h}Yi`a#o+@PR
zqCW>;PV?6j;n$OMC;91V<l+*44lt<Ph>l43B_Gety`7L5yNB%7pDl3Ld~1l*+WX<c
zC`(Q+x6mDpCR!p%>B98DyfL*>CJ&!3R!&3&>$cng(&mXs=<WI=*LQo}<`6yx6889$
z%xi9!UJiqa*gf1)LUC2n?F@#l%D3vdR}P&qU4VKbq=tJi93aHw{s>uO#{;*;NrT2C
zq@Pz@Ba+JQ1wEOjwjJCHdV_=gpg(p89Y>W1A^vF42M@TEo)e{IdOv!A9S&X_GDrD5
z2<_v{HR=My@3-B3O2gtfknFm8uAjrx_M{hx#N)#;+S%)g6uB(`yO+0aj6{<};!>)>
z*R6Mq&LcWJ_p-a!-QBD7h-w#UafkQ1!F>=e@TqE~Ys+L9pe9t{-}AdY+L9eQ91?Yx
zkt1}Bhe4aVX$ay(Ko2xE>?9fvF6bf|uWk)w48!1@=ib5xQm%L4)UL)9l59~S`tV-2
zEs(qG-0L3gAn&ZJt{6r8h|;i-D~#@|L8pV01p1VE4Lwc+<oDc(1S7hGVaIO;)OC*L
z78(K!dTR)=j=_1JyR(M|asQ}H#Q`NW6<+!74|Pr@$GHafqG42>gn`8ggEBlL=u_+N
zU@{hcEi>EGm^<GePjF_0Px|O*b4;-DFbEbXgYSYacEM9K=Uvpjk5=9a#(RS{Y6c&H
zl6`jzU5f6Q52qFE+YTlWKOhhbp5D@~09XNe5uE!Sh4vH=g8Ch9`&azd-7xRiS%wp1
ztbk{kvMb#F%_L%;*vGA8R;un$KWM>E%Yc<&45u2JlA$Wx8c6^=L}(kG(#p;w70!Y<
zpq=$8Y^sJ7;SyO;7ERF<HZ>Vu%6ej%l&X5jGK<AB9VJ-4Smep-Fe$Z@UP7me65>db
zlr1Q{%G;#b1+1Jt;bl9uNIdUOC_+gsWM;<6(GJ_)C_y0{ZFtNvD6M;qwu`G~*u81|
zVwAA*wd8=e0t@HpCDWoS$KXY?l;kK9^+d?gO{AzcvVG(jj94a&99?DktmNRrxOrC&
zwxU9z*;S6V3)`bGNkopeixOrghXf;}DDzU8xEWE-POwuUq%C3w6H{$C8(Q{2UdkdC
zFJ@Zlq%D1BsibKCdAcOg=qAsI*@iGVIM0e_pQi@fcP7WQMsI5?m^=fN5W_uBmnFtn
z&#@+eJZquK(`Tj`O};8De#_I%cEIl(-E8{M<N`;-)iEarJ&`Eaq3$AK&x?klPB`6!
zYk(OvI^lF<0Gc75GwT<p1|uGGLj7pFi2Pz(pJW1>UeFnFeYF`$28_0HNZ>W54BInD
zR1IVQCKwz1|Lna9kX%W69#%b#V^BcPU<R0L5ANIH&dx!+>aM;U0%p-@GzQqkwP?%?
zcSURTs_IpDE$Z4j0Q7Kq1;dt2hN#n4=x~^hFh$B?J4}Uw4AZ6=HZ9APsi4hp1TBe{
z9CFYKg(GZQzGyql@b_otpPBDfzN5Md7|gJHXHoCH{PWL0@67*X_z}k%jwWJQ^jXZC
zuA}7{SZshsx7o2)GNfoxGahUwwHu==tUDLiIqpUF^7sf6e7jD7>2Z5K-8x_;9S%JY
z(BM%wrrQUl#pRvzy#ph2`pLX;Ky+#TD&IXI&Zx`CgJOA1P8ALJLr=@BX(vWO+{NM7
z#%~;#$3cg>vYVVy4}gvnfIDm4JD=mw>dr_`z|?-2dyR{@w{x6W-6h#v?UWT=ET>}i
zRb)AK^+*9RXKoJ7xCppa;go$yP(h$MsUGoTrdfKWkuex?IhN8AAUpR)4OmOmo$j+r
z@73vGdb>{P02Dj21E<%BT4PrW%TtaXs?)Lu0RTt*Dy7gc0_*50nA(oIOL80+87{%Q
zkz*2a4#jr`TPo%e$uTC`@Ym@j$W8sIGatuAnel=Ma5)DtOI1g&a|V}(9LG^A3a&3h
znTVr&Aa}D{rr9H0AV=p%NwIvmq%^nF-AYO`y1k+p9Ur|8M2U&`E^#bgQD|fAoryTY
zT*-t!u!{}H-8M?H+ps^g;bYz^9OwF2G1h%MySDaKHWRgd$IJnY1xc-1tD^^qDA8&e
za5s^A`LISl=eBC@*p1yK+6|C0#S$$0Q|7SC{61yYs5-<JAEQKM&l*cZ+A(|-CZXpm
z*Hz2l+A*<gcw40*4YkX<Jr&+z^5QttF)8Ub(vEYaJL9MYvtuYZv)a69$Ea}TF_+{g
zZ9?l<dYlx-7`k~oV1%pdn9hmijk0z>A*;&VL_3+Uxtlo3fz3PKuvF@Efn(`%x30Z(
zIgTBiiH;F;k5Fr|W8scN8soT>IqfuKOCdwZl8v=l3T8!4^vs_^wt~0L{VA&)1GC59
zY`nzKS8bP#S6>z!hc9ks^=qt+vfCnhTgaxFu5F5Dmz9dtVklYrhzn}eG{#kMqAkk{
zdebM}3yUFZj_Q=a66sO3zNoe?!`WMuxi;CDr0_VR5N{4bqkyAU6m9|~TA}c-nl=rq
zG7PY6Gfd-+(x9M?8G$)iBmw8HpTun|<{Ozs67mrZdb22{XNhRJJM@IDNjkaSw>cdV
zQ9|&hG^kYvIkb8efTd#Xpwd!`cIf=t+RTm;(B7mhV`(8faOBbVJ*g*<R@XJEGini0
z6*VgeFEVyFjZQ7IPP^dkDdvWhZH?FtRxQnBv~fCm<vCq1o2jH~Li$5mgGhh-WFMHG
zS?D+_N|x2{d0iKMK-Ujf!fI2fGRdJS549t=bjP_Q9Yf?kyE1P1_8o3*+{|<mG%5t^
zV`q;Fj}Jh*xl)du**;>8O?gcIId-3+aKo_}KQ|7QnpNmv#;1=L_odn)AxcLRSDqPr
z@I={Jj!Rrp`B+XmZR`AyulFM71=8=-s$`C{e6(ovmf(9weP27SOVMn+?5SVPUe2s)
zJfraikU3O1>*Ws|H|)&CiE~Hp+xA5HV_8!?34<B!R}O~4c?&yOh3w1xxSgoa^A2?%
zckjopTe*ACd7nzF@by-A!tKS0A@}y;%$;|8ac0iHy|}aI-(H;g?{zTr)xMs#y*M-5
zvnFkUa%LW5dvWGR;by|6jW~DiyxWUAcLU=vjPDL<+lv!T96{Rl;zW>tdx>So5|(>=
zF<B3`y@>qitueP3k&TyH^_y#Zac0c7y+pE(y}d+oA830?#b8Ez+V+xyqTw2}nX4^#
zL8L-?x0eVt3RAA_C6aNB?In`WxxMIXmA10dUp}FSQ>xtK{)geCL5~@4&-x!$VQ~_$
z{roBaLzwuq2aSQ@D1IK_+62{v^^M;PtDRoWA9ic-k-`2cUiLq1!NLqyPCm?fV0+^?
zVgBq$-9t1qza`A39H|&Q@w}(~54$pMr4KuzX3feqY!CZk%^&P{LmxFD0}oDp&i}C8
z@gL!{2zjaM{w48s*rqD%wh`UC=06O2WDVxmo53z;p7n1p#(GIv>lIFe2!vkr2XsC6
zTLDL{|Ds>7p~7gUfnPNucL~RMV>mNkzo;OJ-yAlo_qWJO={N|PEj&*Nv-IB!781Tp
z7mfzKUa(J~GlgSha|qBGHbWE{EKu0FRVCJ0i4y;^)g{4d(C30dr`4$XU2s4<-M&PB
zf?x&uqKlFv71&o1<WWsC8+%G{jr~|fL?~jcCkivkSdUirG4dqni)2VCK+m`cC<;(G
zh-mLh_>-`=l<?2F;Ez>dNf$IF>@iqzK9k&bCnc;uz<iP!o<VEPiVXNi|LHmwF*0DD
z*9H$u!V7ay0k14aMIH@*ycUMte)wGieg;h_d-54~PoCZlff)T$!@mzyeV;+I%l3Ju
za9R^&b?UQwD%guGV;19uS|_25qs>O;@>NOuaozL6C{`giv^P7|J%6w#fq7`nxQEtk
zYap7Oz)-sQPqa-O>$8~8FtQ8<^br9~<K&1N?OYe;f><5U`&b)f4Uf@)7BzG>`E0-P
zfB;VvUZk=Ch~Z-W>H5v~2Q2~=Ev86ThQ0z^1D+m)SU9m%`e^F=VN+F9Ok7dX*Iek2
z@Su7IB^(u_P&AE()%c$q?D;_jIzBRZyKL`_fpr3T<f<>hsSx^48#70%@B+ZeAk=R_
zmndjgdG0+!%TIE)Q=qBchZ$!}5BOs=c0~^7pgB8iV{5?-tkEJGnJTl?AtI-9aXR)O
zB>x_=I&&DmavF+-Qni_GG2Mm<59n3#cf8iAVx6I#ktVkJJAM<BxU|=|znRoe?uqHK
z2q$9r^K*BC!CwEPU2S9^rSz#esc@$qo>VeVDkreQl0yLP=I&V^cIfcHz(<bL{zJG9
z;*S^oTdL2WmLtxW6g`JW9MKRwRSSnl9J4s-M&Wf$uJUJSI}kg9a|b=(d5Bj>Yy!I6
zXxAJbnWF7+cw}-6)zA2m=}5mDR#ELw*SQFXYVDHkJ=JNS*FqHbBq1CT+yf-<p+<v;
zL2h&&;*!<gwV{lVo}tLN<8Jt{2UbdZ*Vq~wRVOE)jnk+)33E;6jA|DXHmp&ZiNH$T
z8ZgB=Z5!IC%osyZ$$L}5O>AJJsW1Wzj;9Toj8-v`ZD6BX5l3r8`8Is4HH7|yq#2D1
z)~^j~w0z>YH9On}PbS4U9kAh(Ns&Sx8#cL3lvKtBHrhaOx(V1)`Lr_`ts_?^w2U;8
zwzC-3+k`C2Qq9bQ6w1K0v*Z+ZF|k2ubr~z)+t6laj1WayoHl4mm2ES3J4<q(Ng<C7
zn>>7+t(j6yWo~XGPp&3GeE_donys1w+QDj&6DvvIY|vzKSzKmAn}yBvidaubali&N
z#$EytRsq6bMYuAeo>wbw8W^EdU`ADtv0288me#H5)&#{Y3#X~L4Qp#P+VwGGY!up3
zZOoem+H38;^r~!UF^bHirN}IDxwrF}xtNqk(bs9Uv~q@#v!`bw@4j|nM&~{~pHxt^
zbDEwW$(al$)(Cb(YlE3>n6ODO>DASSGW)rPBAr7U#B6681P#rag*K$oLBtGFlEvM-
z;1AnCuj&&716}?gJ^kt(JKYR)&TkAJZ8+1K3@0eUe%;Rl7Tc*ut0u8UNH<$oq)4nh
z)nTs(DUn^US*s$zq{{)%eUT;`t+FUw*yP$MO_xVd3e#}2Gnvgh0>uW)V*RnPCe+H9
zZQ8)2q#8q98_sy8U?QXut_?HVLV$I5_GtGgv^Ks`+T3+8+PsvTR6|R*I^rCp)>>1V
z2Dl?w=jaygf89{8fk2b+1-aSp!@Sezff;-(*Ja@<WmSb5d<>+1#hES?gIa-_?Klo<
zL~R!4PYa`yB{GMM&d0~-e8v9|;)G$l7PMJ1OGbNqw|iRnps%Zue)JkfxR53)5gZs?
z&#<>y0i(H6hb+@*dmOS%)fmE$9wdicP}wMdWCX|04Y0%dbqav=u+tOzA~TR?GppRG
zrExZz$KM;OHHgIZtkK|<$A2!C^Sh*|BHZaNN+vz!KPH&;&isdB?oUq4J;Tn4S>AnW
z>)Ph6_qK1`ey`N3skP*Ubcbv{=rv}Rvz^(4ui;=fEGhklQm418ppKGf@$-5yQeRUt
zF!q^we&Sy(oo4-^OZ9MRsl2kVxVo^qzOYyigKBvtTq!TtHYyuou)b6e!}ZE4yiM2F
z%1cWt%WE6KVz|0qTVD=p)z!*^!hES51{;-NX|cMpxLPY$s~hE@0z{SC(&}<pT?seB
z^=f5xt&IH3YvuK|#rkTvxLRKb!nL)f+A?d3U0MiMs%s%&s<m>Zyi#8%*H`K*<zQ(k
zsMUhCaCK#+QeCJoR2EjtE0rKv4;R<U_2nvPD~F3^Zt+ViWn^6~S2h+_7s}<z%3^hO
z6%|-pt(1ds1HWqvwP1B)X>qY!UJ4eMSA&I(`uf6JbrqCtES9-mm2hokWo4<pR9&kC
z<ys|N+*q##>*abG^ewDZH)=~8wc2`ETU;%#RyQiOTD`ooxKa()s|!ov@;c)|dbqq=
zU#hGwm4hHGFE1@s)<MTcuv%SRuhf>yYhh&tEw{X|USC*UUaD2A3u|jDYxS@it}Jr<
z%<?cO&A*S^LVvy)cIHdfpb|9ayK)5e=aYxhvn-gS&FvKaZ;aWzAH8<x_BZ~mU;V=)
z|Izjr|F7TpwFm#xiQoSh&;MtC^7nt?xj*-lonQZn|A5Dk`}Y|fu;kz3C}n*pm4x%V
zdsTm<R9+|{)&QE3=`GbND(BOJV|J3da5LPrn&Ct2A@g^`ei-zsd-I!DHt*b<zZbUq
zo!(uzs~^mh(xcxFANB|P&5+xrR<T-4wa_7DW3-u?D)0Y?VtV+*n!@G!yjL!j7mG#T
zmtODdaP;qC(e)}}*!Ffw{SRtpHLniu9G;p|rTw7Q^eX$_9(|w?2ZYI6C@rm(7D_-x
z*!p33-g5+j=y#g)B44rC#(CnrXa0CL7By`u4RfRn%nNYc--ecGqtCgRS73SXkHn2A
z*1~?Z*Ff+Psww`Mtu{db2}7@Z5(;Tk3MdiBJ)Hm(ajd0c{L8c=P{i?uCY;9<B2vV$
zs|XeG&!g3wUI>eLSrde`h@%=MJJKtY#k`0Y*5`;RQ;2~P$30q+af4)dBLj2_Q8S7N
z!V>Owdi%V196WqRkqi#HIG!>p$2#YXuv4rIcVX*5_6Twf%gm@k>=c6`f_(J2JWod^
z8jUVgq;Mfp%~gVPAfmLOMbIMe?)PZ-RYi=(KtlMIDmH0dXYcaPl_mZN3x=jhQK6Jj
z(MD5RQ7{oC&n?o`jtnHAKX_hr@_W~|yo(pTbvg*G;R_<~$S)gM@E4;W7E9~V56kfn
ztEJT_#CmBt`hm_{u`i4GBCJ>ZerMRLhN3QgNuGUsK{n6RSC?W@K~s138#vNoKZMpK
zpvZRQytmsJ;29e0LRR413!`JCSR{K9k3(G{b7c3T7%sFqQ`>pB7a2}q2W%^7BP`8%
z?<yk8gd%S}7&g(J_j<#yh<*}*l#oECG-RZr>}6y<&CUo2`s0m~Lz~1ull(OP%?`Vg
zmR6Fg6_EIlhB-_ZsL>*Y+L#;xUsAyn<GsXlkq{{oy+sRQYLIkR?`OiRXfN4tD%eXR
zpb$onDB|P;mx5*!>Se54Ceq6|*}zTiw9_+KN*PM`XB>DL<|TIyE6PjmJR-<TerTLy
zaMsKZPsVW7!8lojr<-xwRZgPZBuRJL`N8jP-|psy*3n&Z=g=Bc`E#h)F1a%pEvx)l
zglsZ5IH^yKJG_;C)>vg+MOc^dGKi=yV`Z__z{bnh*(IHwvGQPENbRw4a|s2q{Fx#F
zUB<{3Q9a9_PdO7DD?`}J53U?0<j+6~ZsR~-ZGcBlBf39UF3WM}IQhn0kuYdrM?Ovg
z<Bl<<R+qa7;XPvv=yA3KR+`I!UPo}r0V@Ky<bf0S!yJI(ERebYpw>bWM>&X0#A)C}
z@Rm%t%O7NdT)mSG5{cZB32qc?GC^^?#7uhFs15cqVTF<sJkn+Yik8#|*DVpXWz0+?
zL0b--KOVDXVniIWWimu?d4~3+Mv^LGz2tKnkGW{Gnii5#R+=4LvPdz1VocfNF`be~
zxR%LU>8iDAPhK-;u$IXPRIyqnLxLS+^2)KM`=s5k1GOBuPLVh*V`8y1oyW|{N{`8h
zJoh|0K+DS*Eo0Ir{8Hx2BNp0xpd6qjA9Vh@5@bG#H9sQxjK~cy^+GdA1$f?V7@*|+
zH4n-hJ29~3*o*-+#s&*$vB;+!p#dTmRP~#uGDh1q6FLVd>=mq#EQuHyEFO_1GXsua
z6bM_g(h!&%;jLq=G<{g$fC|xgEScb7J3`$*2UsK;OD4PwJEB}R=7dhU%y8u-T4fiO
z7i~7PCW@Y7S>(ihO?g7e37*XriBck?u;fIZc6*AVmG)*i(aPN+FYsRHVP4Rv1z6r(
zS(oH!O|dZK9#w$N--PLR!zdBLlVQ&KsR<wR5<6z*F)GdF<*R!<?n)+Ik+3T{pv7v(
zQCHI7X@^ZrSCxvzT*(D4*zMVnk%%ifz-@Q1ncxwBb~$)9T-|6s>-;}niNb^4cv;e}
zwodBua8?sD;sQ7xc~n{|k2SF<x<#cNY!dV3;kG7b#zK_A+Dgls&O>$Q%()c1GiR|y
z-MLcNsH7}u>oezJtD(#x!hndck_j92*O&>;(N!`5713FTcCMTHO+C2BVUyWtF-Vf>
z<s~@BoKV;y_sWYj>$D%EmrnlKs8ja|5iLcYDU&e?Al$B@%{G7shmS|a*<=#x;*rvK
z7W-OJAL2#XV9xz#1fV3%dovN0ER*AGU>LNvM<fHIWeYHAlbjQ$XoS45d8;PL5Eaae
zTDAt+Dvy^#S}D8o2syZGI#RQV#BHc^jNV{%G8-)?B3BVoveGGnN+JvyGbbjB_$i60
zXk|8XPKFth>QC%mns6n*cP$R6W_7~nl0E)X<`Az9Hn?*x*?^*hl6qhiP#TVp5K8L<
zK6a>|leBJ3xLti;&xl77FGlCn4^9LbSG)Ag>6e=HyjgPZjNDn*y7cVnH>~u$=~u+`
zyqQwG^z0co&Wy~$Py7LgN#6TqItkhAjP(3je4M1*n3~c@{5ZAejaaM-G6G4?>}n}1
zWpT5j<nsEVep8sJ>G{%_wC<cy_wYF@$>c^Zk>kvbBm`+^b~pV|5^~;6a-d4T*t!v@
zTBV$K-TC-(F=p%Myl3b#uS1n3C8$+)=}rWBHxXy%oSTR<Z|+URojdm?;>@0N6LIFv
zIZ>Q>^KT-~?0Gj4cjla%h&yv5pCVQIXdPn{aZ-_c6N%-<%+9-sn4AaNL`3$nHxZGG
z7ghC}XA^Pe%e9F_a*n%+L^4NL@Kjb$bZ~He;|OwXA}J&^4l+`m#N^yWBD5$(c{Y(q
zzWkd=B-_X)ve#$RhgzejEFU}%;S;exkeMo(BtTjJyr;r^;8%Kj$Aby%K`%)WJ&@)K
z<zam$lN!DqS)b7{I(P>@!&U#F5j0iQ4t#Kh>%eC_PKSI=_6DOW30u3mRnu5V4lgwp
z2T(|Zms;2j+cn*UCdP*M?nT&{EPG%5s&@eot77Lp=ZT;iNLwhalw{(9FkvA>n1G^a
zh<uBsMU`=h^F_jD2n6e;B>}Wh+E73h=;b15naf?_?;<LO%Cufuh-aff7$UX2Rw}E+
zGMU~GRVMa@1c5z`Bn}Tuos3~2(pO3_?NK<m(pHEIiGxgi6bzaCP%%~Q!$5#=+b|U>
zhy~KhrDfG}W!-YSv8WXStc-RLg}~sITLOlzdlYm<04$bPR5}ydq{tMa{8in!WTZp{
zs!$XnmHP)4uqqX?Cy;{gy64CaiSl6ti(nH-UZP~x{7X7(B)$Zo$`~55i^{^>iI5<m
z1X9qlYm#DaHN=mAH5DpSdPfx(4-_G&DzA!cD4nUI$Pl8eMKq^uCZsZsNH7S1E$Fez
z{h?z&h}7~(ca8*mP;iP8Y3fBa8(85T1k6fF5-ZKa2*ef7L4aaj$@Vb)AR{=)!jP=#
zDpSR4p)is1n?ZYbD6IJ)uBT`kiworiq&MmwS!BJ%7FlnL_J}Tsx2cgrX>t``EN?Fq
zg~6NOA409#Q;{D4FAc=PM~y)hMh$*{P-}F2SU4kzjQ4ypa8}_U@X5(IiiTYPlzR;~
zWk$)C;hL~Aeuma@Psc6rI5vS7k5qt$qJ}tJ>(LN2m&9r=r^lystyd#l)?r;waJ{nS
z-V3z%0ogK#TZ0-Rhg-wr-x|pCJ(_z8`$F7qw`4rei~bz7>@7tc&nE$q)~fAyJ{R0Q
zSbLM`gZ?yOZe!PMP>U~{3@juz@^YvQ^YX#6BU>l27E;Ab$b~fKa6St)G+)63$c0(6
zL~=nJJIH+Ckee$fyjdhGc3dvB1Z!!%<j#XOVg380!DRIhm4Y0`(R^kVaKViGna|9l
z_=x%HK-`VIkVcs+Zw@d%@`8@jjN>#Rl`kF4XEmH){pKQ9@LKah_V&ee$N&b5MRN0!
z;h>Zm^)2tLP6UdOB|%yC7G!l02eSpymfYHf(FT>Ppyj<i4X*^YbUd7uA4P9zaEz5>
zEV3;93`i(kO6Ey~88wZusFT?&kMfyKmxw;17?1&Fxs!JlC{Sr{@`(_Zo`thK!#*~?
z<m1Q~M!AwtN>-lalah^vMk*n~?t)B-b3i5SzD%&hCB4WektJZjez%>-r@|6rS^JPr
zg%n0Z+0|eV@~ODkmdZGgPX#w7CaL8cOQBRS%X@rMsc7<?9jrPhwZIJWDX;B0K2DTQ
zw;abO!hoKr-}pErv+J2_PS}%R6s$N&O0V%*kWr`c3OXm3W*{j!WYP2yOcG2fr*m~Q
z>EmME2><9{oPvX_8K;M=`=^_Af5@&85+w&G-*(k4*kXn&#*!ggaEw21>6=@CE?J@&
zBO8bSTkg1Z7AZJ^SU{|M;Nl;O6UaH>)Wr$PKk>{A`#n~UaPh;Ac4x6js;{qEK6gv_
zJnYU_8f|i;s{oFR1@%6A)}9}Q2f(~^Qp{QX?)_cmx7ZYZz^AX-1xl~YZr{kez5Za}
zvm01{rBV;pYOCxhd22#6R5ewDiBUBhOcl4u59FoJWSt@v@8vB$p^4`~RrpB6<>U&{
z?>DA^b{^US&0#H6c(*4-2~lp3kuj~;r-F1ILI#C#N(kYtQ6aoFH45kV2Ce2}#X9l0
z3<sheqpKIcJu`EXyX{D++1cgqN6hybf96aS<_N!9zq18|n3%(g$QZ1&j7Q@DzEJq0
zg0*7eP;BVaK>Lir{Mt9G_qX<{_kD<$A*hEp_tk}kYGr+iedZUA3MCJ6F@Fp}cdVuR
zMUjAIZKVXq+5Y0f0{gW`9#a0G;%1S{s>m7oj<O)*_ZJZbAPkq-$$#OwAfgpQ*-qep
zR_<2^EfRjVx_y+oURw8;*Wq?QTn@Ndj*!ksp>VYD5^~w3(szHkv<NTUAay-h=THZQ
zV^}?d-o7lYSkNx{3xzW>MHIDBTJ#rcW*w1%btuz|D9s}AEJTt-9du8Y{nbiXTiK}A
znY^OWKA}9Kk4;y+YElUS$@>@l8Uh<|_G41>gt8t(!yGYL&sKX)<e?+)lE1OAyn-ME
zy3~`F!V2Z3fn`<mRmwYfB=#pdKKW$?URVj1bPK_`u5!qW2vIXK@RBL|j7bFrYkmld
znc(9}&xN-4W5{at$XS&Hy#X3_3;x>jIxkX%kqAA6;Q7LFDxUv7x7+Sj{aWuqdlxvM
z9kc4M1+~?+`ns;Tj!Nz*|K+{@UZtr^UtF$iAl8F!>Z8~<E?=ecjz@>!nI^uYqN^Bv
ztJSq&DOlpD5QXDPsfM!A$hW9{saf5Fd><Jx_Wk9Bja5vsRj$h{^lfOe96>d$OwZvn
z=E@RH%Idn_8+6<rS|_L+t65*}_L|M6uT*pV%0jqWU07Y?g61OHIn*rAMvHu{+Z#ZP
z*J}@YXdB4X{bf{gV>L9iLV2fvXcNy8PSYJP;Ij`m_ZR?`>hjv!vR*%Cq18i`J4V$r
z8BXIfDz_r4w_IJ;y>>dT^Fx_mK~YvUzb_6$OA2(6Fpie%bv<%LC>_c!Vo{i~pQi&p
zvS8f!VL4pp=6Mc16jaEoZ&gO_qtTA(Vsd^S5Cl*iv}v@<DZ09}v9eUtjeG(yQZI!X
zNW?5N2wtYdR#(opRlmMbUSA1odd7^#NS8QXvfKKLz|pKD#zcS6u8PG53!5JV%S($Z
zOL~}`LN(g`dZ*VyfCI{YoSMN<@|vA4Ml>}?xmI7{<~Zw8RU%BYSYPqOe_v?#YQ36Y
zZ4cT#A_ske`MgqFtClNzavYPoOqB0AAh6o><p))aHmrCwY8U*a)pf*6S<xAJA1h>U
zRZLLI&cq;T8xg}~ZZ{10V)FLFAZeQk!=&yV43xP`FktGQz(ARcKLe&M^9+-^rZZ5E
zb(=vm)@TMxTap<jef?#qgawzAGZt3{%U(knGI`Nth{RQr0dlT{44$;|aeAKhjbSsE
zG6u`HS}}C?s>G1FRviY;SYsG0;g^@7%oQkk;YnF<vX+_T)g@(7Nn1;@mXNfSBWuA(
zStrt#hwN1$eKAN`15&5Hd&Z|v^vwC4IIWXrbG}KOFn4oI+4Py3Yl3FZ%RJLDVHWa9
z;+4IAbrFidI9*df4Sy*N7wa1ve4@!n)^nH99h2zj#Iaq_cXJKK4-9@1n#;sc9P~mi
zk(2aU#|d*(VTzYG!<TzTb6iCiQSdM0#=LM2n$o>$qwRg8^Dt;uKi<EuQqK}CweUgz
z5>z=!tJ{hp_?37b@4|O`)sKVwm+rS)1Xt=d-{tzL-#Pj%;?Ak4DWXXf)3t~z4sI(F
z;5c2g<l|Ag`pCyw^GL@(@pl3k#4VtJ#1nK4roR)&e~cfGny=zQBmp!A2^RVHEk{Th
z)d2IdKUGK>m5VqY`YicIX66#Ynpov+ZhE*8L7lo9_7RKB8|(!Ggh6R``!Y_+!(M}2
z=Q1bU14p2S_r5picv~>?VD8^DO$v4-=>x_N1oJJg8nh9H%o`$F3Be--PN#(!K3*TD
zLS#oV=zE<yiVTa20D8?XvE+Hz2VM`cTKZnlE(Xn32LcYos|Rw50pp1{Xd=`~*a8!x
z1`<d~6ShZWnt}@qoGtcYqtmVxJHtVD2wDQd+0<1v7(gKmaZEO<AhlOmg90}ADnQZp
z8g0612(<uj5Zp)bH4$=6)OAZlmccCqq*FWL^3@A0gjD|rFvQYjS35%rZlc?0OQ@ED
zUW&&B;~umVwLa>B2-f{`MahY!j_SjIjY=nNR9QtYs1m)@3Gg=AM7s$DsufDb;%I;;
zgntt~bAd+G`FU_qAGYB~xz@KMdd~kS$roAyVgmK%(apI0><&?n`JwQsL;TF|SN-X$
zG3-M(G3?a?(Bls}eiau*SWu{eqkj6KxP88hY7q@0q7a3Le6#PpN9Z|5>B%eMgRt4@
zwn80`o>!XUBZO&s(4e?>JWrN6%^LpvNv~WY?YOet;FZG4@MIpDths6h3OK4Ys|jT@
z@DbSiafDP}>}R%Arejh=OTC@i>UH}4Ewnte>(#fpD~%r7J^JzJRoKsPSo9OucDA4t
zhmKHLPHf)07x{2X_{EK)ID?YA!JveAkzEYf@G4>;sr=8Yq<dkjYkfW?wJzjfP@wup
zFLnBhdU&RAc1A7S@ubK0&P{*R{}47|Q!0jcQ^CrmfXPR}H$q9X^z@2V2$x>4_>(fg
z@=*mpgZ<9@Y4{Vc5=B=d;uV1tYe=GhhBqsbM}t30D<QgYPeOxrA&612=oNkqeOxV$
zanx#~jG{Kg$tT8ggw|?&ii!Y^@8D}`ug_5N+@I9DIz<%h8F-XL^gJEWb>eSi!bIlR
z?By$0;#Ei-?s34!{myla4D}P*Vrxpp^MUcG(C9fP#}F}vXVHXec*>8*F$!nIN9VxG
zKY5;u>QWGP85^CjCrqG&$3{<TCmzzE2KwwcB+-^w+Ed_1YjEAigNb|MRCNz_kJ$fq
zO(5=5V$=ow*8DpqUbc0ShrziIgL6N@;N1F5#kWr$<6h_1^6&i1e|YZaPki5h|8LG7
z|DS*Ad&i2O|AjyM&wuUz`LDn8BR7BOe}Qx*?eA#`t33@m4g+A15dd2ail?y6)W|;d
zPAoJx8UL3T=8CsOplo@dohyDI<87Zuz-__inX@h{=e^~*;#_gdM00iXNal(+IGQVk
zan-LroukitiqA4v+*Dy_^YBaNigfSc$g?i)%Up3s2k@SlaWGfBj9|L(EG>iSW^yhR
z+heYH#fk|&ClnUxPOa{aIDL-Cdyp8^q4gjP2#H`)E`-D~IV(cpnT#Ky+hh`^ghVnK
zXF}pA$)7|fg-re=ITc)2H@gD!S%<E+SQZ$`IM(^Ncc1sf0Z)CPDGUb^(Uag@BqFnP
z??@{J9r!pPGf|<VFGGC>E06sF0_MmEs1--v5qvrFj_AyhcZ6?_yhF}yy~_yDkq-#o
z9C=?Ytwi48_$BfVv3cZO6fozC?Mz_y@t5B1qc63L2*zx&v<W5>ka@F*V9X&HcU~Zx
zjriVQlTa%3vWUe@UpP23#bPGh?$FT$2?ifWkCv}D(gH|F8N0-rCG6YK*BlOnUmM;t
z2=Nu=?&OBc-H9xW7I6Q%@jfEIUhDfiGBP&C8WM?7BvWpKz1H(#A2p;QC%;iqTh^m6
z?X%u3){*%dVIG;!f_-FOH3P|f(kvwN$z~#%uMRfSNFp<mOoGiyqNb(FRh6?WyTTDh
z8w1MLff+c$rc3`>TX*i9^KNxum)U7`dfmN7A4c_Hqc#M?lJi{_vD2?8S5ksSOy%P5
z-HYBb^nIi|AUrNEo-?#c5b>{3DWfdV%jYa`4&~0FSvsN+96LA%{42S0Fjq&C1=l(z
z$ErIAZ<3tDDr1f74xc-n{#y?rCg?ouzs;5NeeYK3a>@I8r{Z-g-vRT<>kqrM^Lr12
zzSrnM1_8fHmFB)z>2-*C-t9F=9MSQ}re|I40G<a#JK#*G92OLj>a;LlUR~3fWBsD5
zgC-WG2&YPT)Rmz#koKL1!imc#tHiE_to21#)~j~ACYyid`mK+!Dt~nE?)EmdlHfN;
zk3z)dB77}&8f1omVs%k!%rg+d&<vIf9sxuh3<(^1T6tm$dSERPWUN92Dk^1M?+}!9
zV<GVHKcl{m2r%k1O~8^ogfr=1J?uT%#K{9+F5||uMWGOr0Q(gW(Zp#G&#z5mFo}$9
z49zI_5cfQ3OQuPe4`PHs4N<wL!5CSlgztTirYDUZDBi_JPpWgOxgv?}@b^c~5=3rj
zNfPed3hD`H4q^$Cgvyw6FgN0HT7qO#k=qg^1=S>$ASq}MY6+5raw1ERRHO&71W8AD
z085Z`gs@dPkR`}iSSOxnProGy*!SX3@gdDhs~M9bIU;Tw&vL?&yOF3s2qKut3F`@S
zh{JLhwF@v3I1+0dfzF6!%kZ*3%RvKuNmw*M9XL?cDQIyVWjz+vBz}nxbwaP7l!@0C
z7dAL2i{>cf@xoc7Hc}|Oqz*&Kw^}N1AmherP~nW+MulWeJO)jzHUnkUkipVxqoGns
zXQ+f<u32)$Qo1p{8mZK~+nWbZx~gA#s;(#_8#Mw^AUr|lgbNes&j?qlI)A=moS9#W
zU@QrT6piYbm{XCQjh1kuQ3n@f%mUJJNMtN*I|&`NJ--e0o(G{ShTFGr24)7eP79hX
z(3OI3W2nwBDH>*CJf~Etj^3m~ZmVQ@s>Dl7)sB;2zugRX;ma*-_lAA%LI-c9UHNvY
zalcWjH&|`%Yd0J4tLp7QQ|W%-U8r{+T^d#&mZ~4WTl{(ll1J|z3`?6$@4|QJtuzpC
zmv(WLX_l&;7Na?Nhg6&B`W&!=1Q~CUCZ14}laE6EjvpZemXEBTM@oC#fQ7=E(ntcc
zWN%oZvgTR0$YriUiP3>A+v01<cSt`KPm21TU_thwEj2D}F|E9{O|RMvps)p%GO76m
z#v&B+ltLXg7Q}4AfEQYI9#v2(hRK@Ee&HS%6Hu_L-iPNy@{-$VLnjOhXN2>d_a;yE
zH_we*K&dEDOX6@Rghw}t0u1;HoHo}R17e{QMNmfbg>szWZF*AIY}gC?goD)oBz0K4
ziOCEefKX<GT9`nHoQ<lgI%XG$e;Djjb<y3>K?DatR~iV5rb-@aPAX<?()bG>!9cl>
zDGR;=H6>Kkh~0-vdn*M0W`C448&j<VV&>bO!8}TP5Q2t!;}Pi*Lg}s+^lGXxz!Lzg
z!$ZwM9=y?^LZOHMqvsl}5X4;$tAQwa02jhQ35;%p=e$~@UJo%H(bdqJ8bVVJs(L;9
zrES4b;4b1zQInIN9I4VlZ4;BSQ-PKi$T0XK?X}ql`=z>vp+KLB(fB5{8xaP@ATa!7
z^Kp|2{sN7_c+=UPN(>7`cdep1_Faf|rx4b5IC$9U-4`8#S7O0-yG>*ke(Jr4dyVRz
z*QM(9sjd2ZXm+XkSQ5I5=mPTkO(~@GNUht3jIAbNiN(1WEUv7=4SBD+w0O>Y^hnen
zhgQ}dJVG0YS`~Sfw&ZY}Qbrmlv)XTA{5>zvR)cbMNvily`iJS61;0tr!YX!Wq8qSq
zw4^{@h$daVdR--aDVm^;1qhu+GYT_bfyFj{ggzh%p-Ox?iUYn+Z;%qGyXc#ZM=IgP
zXtp2x!D~w@MgPojZS@!R@Lb_#9G2G$FTm7!5r%(X!S?jyu;Kf#aIWxH9C*Ta-sX-+
zeJh-L^ynJKI_?o*f~g{A)$gfmeM+MVp%sRT*ZQa;zUnW}$|<1V<8(5%h<?{A6cGXo
z68t&&eR$^dWi$uwi_e>&5F!<GjP&#=3IrdL;>C>nuJrE<mOj@RnkXPQNg2`@kxN~!
zQ|PWEfG4v{^QSx8y2MHN<8+Y|@LV|M((r83E!EJ-Lf{zyCn!VeyBb6PMjCXH*t3<!
zZhP30@Hh!6RZG67L`Zp-;K3+wVbo~)2*SLb=pZx*<P+^(!bqx{AXfaxBP{|h?1kfy
z0M~!fV)W<H2hQ{y289@#KJmS2<ivD3No19x)5!&%^sijo{9yZ|n>RP_jF$F9zA!05
zwUg%n*RzOoE;g(|LoZ{;@4`JHwC)vcr_^idW-I8%=}laFW(x1bVIT85kBi7c@Pc1Q
zM3#p^ukDlA3ue_*qJpQSRQOCD$CeKdF^*4L<#WHtMIr@<Ss9Xn^o&gb$)0xlmX?gg
z%*<q%WAbJx7XwjE3^(EznLl0mqXU>>>|>oErjYs5=_f_Hl!pLn##lcASVNtbP{v2t
zF$Ie<#S`B{sRW%%EE}R4r|^-BH_5|x<56-g4YBeGn;k702@A&ac52GP5y$$Z-ce8S
z7hNUH0gBTTPf3#;Ri<4@CN{@$gh9tYdQ6LG9(UrbfQiEI62BgemJb@xtUn7V{dR)3
zRj_j&gksbe0mo_lTlgerT)fR*(A#YIC?JpM<L|U_luzoN+w)nAa%b6zo1_!^Q}B_`
z4r0J2kHs9vyd3*YR(s6w%@_k-{1vyZZQgosd&gK8oK=^SdB=_8MUxi0d7QYry?N#4
zwn6ifeVLh0x|bYUD;!!YJV9#(J%i){ik5p`n7rTn>GMDH>Oc6X`8)q??f3q_y?5`N
z{KY?b^Zwf2SO3ztUifQ2`}h9gchaZUH0%VP793BZ?!9XKL(0amq);RKmCwcO6`<1O
zdC<Zw5;OI@cr*X-38Sdk&XIKG#LnWNn&fg3J`X!x@N&&J&pV)qqiCz}LIv$HiaHeX
z356Zf;(w~*4$mv0=2Me-jG)UFe5j_$5`9R_PoMk)qwg_DKs@h>$v`~sD#RueNI{B4
zir3o}k<qLvE`2?WE4?g2asw6V=!yZeB!9_=TmZru20++fvQCnJ%0{UOw;+3+-g%7Z
zWQnr}&EXs}=VFmGY1x8_>y<6?hHb?z{6$DhBoH#8Xt-FUo@q22gMF?nXt4z0MF_gW
zT?inpWRD~i5hD+#UmANvEImM@H1ybjy3Pvep<cYWL9zk!xWtcT*nQ|{xO^<S3@U)o
z9QW~JPV?8aY$5WQ5Bd10&-ZwC9_@?L7Q<4Z0Ay?(_q_KZ#Jl9T2<oC#w73L8AXLFg
z6pF@#oNr5ccY(;48s`q=LP8EGVt|ns5b1seqRjG&zq0U#*N12}>`CY?NJ=4T?s;Jw
znF!s0#N^UUM9Zv6>IexXwEEyghGfY?`UEd45ab#=5YaVc3?eF`tVQUfuozMGb*P27
z>U~#ek3d4L^he;pMM!hit4Hc29vsYs0c4^O<-<h{sc|X;kw*K0GB6QMBDO=2jY(G@
zHigg|W34Krq*bV9!>tcB>3(MjNiWI--nZJFwl8G)Xh0bvR}Wtn=2I)f`wATaygCI$
zBC)e<RxXi*#{q~%{2q*ZuO0>iNc+cXHE7)S;E5O&2_JPk@T<e|#A$JW{R<{YiHGCp
z7gjTJq)7E3>cFU~yaQASG9BL`#dLff5n(!Dl>E|>!oo{O5+s+7uOzmlTBzCSLs3wj
zsnnOq{4;<mp1FN(7ub!IP`vV0oQfDVIsgk3-=ix3BAaxAL_I`*B3?Oyk}HLHQuSvj
zic2nJQ3Qomi4Kh%^W4N9*S?k|)M{ys&{EuWNIw-S4j(QHq!8j1rCb0(fl&c5n_j(&
zm==@)e-wHH)@Af41G+C#onc%e<G<6i(1J61X@^)wXvu}HMZ39ABOky91QP?=9=m%3
zgcT>q3j8;TNozz7=UA%&eu*&AD6A$>KsyBsQ3cRVQgM(99isRqEmc$^6&7uEBHNVB
zby1P&RYhRf7Bu@EEOvcNLsH&=sSQ*_pu@2n4upFwa_K^PqM}OD-51J3YzXQw&_=dl
zA=W~%9N}LqD-<Z($0TiIDH6`Ls6VSvQ}JNU!}WF(%$liad+INkHS2KhtBU69(A(Js
z7E%@IVV$Ek8m+kzk_uFE00AW-fmzO5w4lG`SbN{5uBM&hEns+CE_5+Vookyr*ETQT
z*#7A5=B+EYZ+^71y?x~(HcV>ps9}@%WSf$C!h#Ips@qV8ZwyLRnM+3&cfgWV!~#w=
z7(sb*>4NJpwnh^)T!t|qjNGWfWTaM@sEGs-3NfTLlME7R0T-XIHnG&>1-l_l2$_dJ
zYE29Q`rhW1doukSFz4EVTv{yY^3%;=w^60VSb*LfHU|y3f(lwxm{>zY38y2Q)oA~P
zG9fxwrtDN9Fs%{%2SKkv1j_H&R{NwKG}xn^05=Ul+{WO7bNrr!c)#5g`kq*mDX~vY
zO{2mx)j~dD*rW!97!%g{L-sz#_*PKCeo7af_L~DJr9tPesu7Vw*Xx}g9NuA9dR;qb
zQy%8zu|%9W1f9T^d~TeV(NP-xKHRs>Z>%qrMV<)NM1S>S<OJl2Z+>eqY=`Plq-w+i
z8FK*I+PXfNvp7akb^EX?+xLPB+1Od6nt4tJyAHyeK_%ki4J1;;nR$O6ZnSs9k9y&E
zQ3ZG<TUy*$aa6*sF@oM`q4HSlq#_9xOsy(Xv`ylWV5tiL{{TH~ACu{D&=`=a8x$LA
zjSf~Ys>bMkCG-uDGHP6>R1T2lI1U&&KGJcxl|p=K_2^P0Qsvgik9vPoA9%@AuhiKj
zR#LBAQ}rtB&eXFNyNqbSpNJJDoBNz67dM$8|D`o`K|azp0J8ywNr-c8NbgS&EMu}{
z!U_n<SeWsjjlehZV2=<8h$UhFCf_tPmXt_oARNFT4n+bZ7SYJSU6cbi+OlSEQ(3-j
zS(FO0V(=)D)>4raS<wY4mg0zji1s;w*qRv@h_%#uTbtbm9RZOXnX|G4vJ3S_R3reK
zzNXvb-j-@3<7A_r>_dTMbmZHmKz0t8Xlvj@?3`V4AAI>FnqI+_IU^cQ|8s!{q&Y7M
zQqGYbu$04USTW+T=80+Vc?ecUiVr%O9su$<#yChi@X6b{FViiVCVy#<$9H5-EIa2!
z4I8;H<IPYT$$5oFD65k(4zQMCF|RGS*GXwGNY6Q>qH|020x5E<$D~yZ$)jtqRs85+
zG|O=MC`$0Q5UCPaR(MDF5wRc3`(pBLoUY(c%J`o(``mZ)MyX1T3UhffES7cdq?o2+
zoI5=tu1?r6sE)%l_v@2mjalYinGhq+W+Nfmu1y1{WtTf0e8w#I=CtUut#Tg=(n-hT
z({GcjW$NT6UH%E>moe>b%_)HtxW<hlW@&s=_A$(MS@&D(2(XGkp^z5aVFHs~OC?-u
zewsqh&}J+Z#&Hc=@>jwI9lJ<t4N)CQEtCFJf5NpsovdI`K!<aGF)S}}qESrM3gcEz
z&38idC~(mHaAPIpoa08D;vta7tT-!V2h)(t{y4R>7*neKE&~<Px`2UFn_B~=wJZZA
zM8M$Wq+f36WGm;a=1sAJPHW86HcV-{v=%#?(opgC;eneH9VI16Hz%Ws1;tb8tj2fr
zh76gfKIcFj$uTFgmu^bIjxIX~8fQ*8h(w^i((SG`oq|h(l-PZ$Kvy=I#Eo#OzYmvl
zEgxqV9b%Ew^cv#^V&(C8J0knck8_O~SAqretBv46r&p>qNUU|gVJwbS{^zb!x_3pT
zGuDjXbB@cxdqK0)=wEMFDTXd$9`5y1On=|bg&=0<`=w0|s6nhoGT{^@(Z3`JV~xyj
z-JtS`{~kaDsuG24kBlfufFOABK@ZUadSLn?qDNJjTo<ozZ*O~RE6d;rc5pKSWVZtb
ztOpCD3S<pjfNczkhT<L|Lm}}O8K<Ko#5w*{R>G$7sc-xqb;P0GM)Y7cqQ~^WmHaXq
zwo;d@uJ7~_&2_QtFD&_sYx9t`Hk$oXRS`fv;06>48t$}oDkq`$O#XO1xH&8<%Q%Sb
zs$(Q=svnq`SCcBKN@KXJ#@LHdhwc@BdGlrV3KzfxMeLShg^&HpW5Y5(r1(K(ewbig
zz(>T9Va)Uuw5BOQ5^Q<0=ww_c(MedC+?I9E-yOE!hbZbEaqFK#Lm93_#876W<}(a7
zlJbN<Fdb7JUu?;hVF4ib%j6*?Em7h&qim{84aL+KY%?&*Kz3mG!+@q+g89=K%qRDg
zwj1Car=%j$joa@Tm4BV}P^<q?tN#gV^*aulVkmll|Hr?4X8x`JaqzGH)b}>uc((kX
zu6_HTp8Cmu{V!hl;V%w;Xz#aw#txgK$F6yJTGa8ULC2xu{1}S!Y6v`qZKhV=6Mx60
z(l2!Sol5<547+^QsnSp337~N0(%ttm?ky1|eJz>0anM_g#$Z2WU2P&dy*gvATbjD&
zvDR`_`{3sFdz=taXXcm-tk0~A6c5o$sZ&kaOS;$=p;-c5nf)Fqn4Nd(4ol@>2&{X7
za&9eXBjrGQH-=)e^aD=1&iw{O027f3(?n@5rIyi~v5=WbHD8-O0K`hRCmT_!$3~TZ
zh2pQwBrgRJvVy@7)QV{5RE1D6pw6KT&l8V=*<rscUJ8j>9b!!qYC?{>Tq0Nb?7w$K
z=2r@a@`a_T0EV+)p@AvU4LY4BLX>vlE=j3aN++D><qwrRDiZ~@B%Vha`t=UGxh8e)
z4R|H?pg%*dvxR=Qh_*>Swpc+Bj_S9zlv^#tghcW1g5PKpnLsApCXs>;;=A?Hm~Fuv
z2zCJiKT5=3Kz3?m;w})&0Xp?iJd^=Br4uQMNh%CURXjKkfiEuTH<Ah=+%$!OaM(oH
zNa3mledU^PJyr5<LRpYJUnzQO`>-RD9-%Uc5pJ`fjopJ@Su;Ebl1N<<+J{vVJfm{Z
zNglu@7+0!7Yz}fAMobN&1?tXC;RK4kVW|vOjU^&d1A|?+)Zvt$Zns5qqy2v%p#$J&
zs_TLK0+)E~*34@El1z}uRHFz%bRVi^q*$h!4K1#EN7sWpCur|O9UXOPv?Ut&Lq~mw
z&7db51MbDX1HCwpI6hE99ST2dRPRdX5mg16HD9*W2xu%xJp!lRB0f?xy!B{(^`lh<
zNYhBJAaa1flgW8+w_5$E|4~1Lq9_UxAW#8SkBRWLhl_xhR0-8PdrgpJjg(ZW3#`UD
zzbYioM8RjRR2k96Q1Bq$$($i_wEl*gt<V@qfF_n-r7krzC>I7392=?f^5+&UmRyKp
zED1djTR}9VDw-jc1t%*(szCHN(vtW-s>}pHsX3{aZl4DIkWGcINzJ{*1!xc2Dkmt5
zSrNcHs%(;5Zx5M?V*w<iDkIR<iZV44s*qL#y8`ijL9~+y*dSMa`ELI!s+p81HId{l
zA@p*{H+(9v?VrA^T*#A5?z5(U^2hQD;gcm4Uz-4hrFk+D8uY%o1&XHw_=KMl1-V^#
zJDQZ1H;2MWZWr?jC}Y|to0IgIOVwn1VuY5S$rO+oC6nB$I<A%zRVB)74U_3(oM_yA
zs&q>tZ2R$aOPGH@wu%Q|5*!&bJZUqvdDI}%gzb7|$|z64F~3$z;Z&T?BuDwLBm@}H
z#ma{%qs_g_B~WLr{M^pTS`cZio6x9S-Is6^Lo{S4)WCm&zr3)qT3KIORc(`+sN0WG
z9fuk#;Ubp&td_wV9{$T$Lf9*p?)8FdSmN+v_pWI?(b86{<@JS?^}0@$4_QcJ;M{g2
zw9T*xLsPHpx?>1V4LYsHC4|jtz=gO<d+uJR1;e?o2kj2*Rqw}g@avZyJey{tkE`vx
zZYYLz{@&VAp{8(~RI>5VgHuzyvBEI<j8?YA!Zfb$y+yIaC=jzY`%%VuZ>uu?mN0yU
zt5bwdQ&&;kxdU$`AF&x~UMr+{b%+;+Yj<%F?0R)LN+);NQg%-_IVOfLunGb;d(CDE
zjxJzEuk@RNt=}i#-h3gEH(*?x#SQoz-7aDO2NT3<r#Wo3i!pisNh=B=HyQemyHG#m
z93-O>en$F9{c=sTaO#sH<cXEb6V#Gai?Z=OK~jATY9fQdezH{YG_-tFEOL40O9nk?
zHIw`2P*8X%D13r~!jXMVuYulg9{mfwUwmhO?c2|P^-uru?|%F3{=&!JkxT#03#IxW
z|0@^&YU|h2$Nn@#bWaP8r%>#r8vl^8F@%_EbDVuch9$STTX<GyDifvLP8X+JD+sui
zHr+#3B*?ceWr8D@#$i7k^c-g6(9Z`xoM{a91E1K6*BpMDTr#=nkr+yvqb`{|3Kh>O
zZs8@zi?>PfqQ~?|lz0tiAMdSj*E*fT7b8wXr%P^n5c$2)tobn}vGQ{yO!EDhlQ}Zz
zgqw&PS|GR`^AIBna$k(VBbMc{q)rhf<bM|_BJVpeB8{DO$nunqN1ruD?8V$Hw3Pd7
ze#V{)iFGBP5YbfFu~VZVKSR;kDsGnS^@;k6_`ETuY;J~%lc6#1V$0@d8#^nm*`I1N
zp9(s|n!Pbu3u@|Y=IrCZIpH{b>KU|rPL8stVw^I*xNEkTxX+Hq!c`YrV#Jbu^>K}}
za7M1_u$800nyY?geM6hQjofxgDfSgy17=MA?~CseFoIhY$|L@Ay}rOT)EW4Je;Ghu
zF7$`^gDG^jH9&NuSyTkq?~%XfkP0FYn%ZBju4_v?1s6{xI&`E!#&y36pE3QQ;ayM<
z<&BM1V^;I-x#D)K0atN%5LgUB(?ah;NblXorD_LGBs<McX?Gt`-{^eo-R;1E&V~D(
zk4rr~UBV99>mZmnJlJ(wrS``h6!64mySDGW2ZT(7`u!sD`ke9e=0!6^z%SlJP(iS`
zD5@R!XvE!v{!_b;2e_(1pgZYYi~ZG+pC6&B6Sk`+O3R<SdGCg_tO2X6iNN&mY)1^Z
zmW}%yDMmoahjmTfw99$3sGPfI6etMXMUXsr%mRb1F3fQ{^`a;Vp91AoPu1}_d1&f&
zxP`phY7lNzs+INnN)Rq>EY_Cm3rlO2Fjx+kSJqc*dQ82l5S&p6N}`!co7L*D#qIZE
zG>zUk>DAGsl5pt60Ix*>wuzA%g*Y37cvKC$8vo1D#OpPj2jMV~vA+;azWd=0r@S<h
zQrfzsQ(tkU(!k){v0{O@bR+m!7aOZJCGQB=W}H7(r@PQk3wxaSxme*MF||#0LK<tF
zKh{+{P<7H%Io8}FEs8ouyM(YS7b8ysM5`C00I~%W;wM)158>a@R6SO>Otd>DRyYIL
zeG{vq0<mlG`Dg<xh-ekKG4(|F<Mzf6MVDb$II`Lh?v2FBh_qj<*HTG*l}b^5r~k;e
z0GtagFYKSqq9Ui9NgGgg&(c?ZxO;!M*Xay?WFGA;PgfZ&uCj7tpT4%^><m2sG9Gvz
zO_l?`X0PuM=^-RGHrR5luC41ciijsO=?@PuB+*K`p-4x-8k2j2R+EM-)H$)E(H3c)
z1?Ux?+-k_fqBSPtYP1s$S^}e+AG21R?`*r<9N;j9=3VmFgXMA%)+?&%($aM6GNNbU
z{!2(I=*)M#z(K_d2-qn9WJpQnt+ije%+O;LmWo2g_tf~e;IX))x1K_tx};%vMR>l|
z*zb^7l0NBn$WuTDlGj{iK#kaJQn{*;iRSZ;a_+&!ANhYAt3Ejp$q-w*-FCipd8`r=
zv&Rz#`XG?2jS{oV*ru9Z7;maUJ;pFi#}R8ZE}=B`Xv%@;jc89t$|_wajan<_D;%h#
zEC$?dW1*DMW=C36)b%!;_%hO5CFex;#iTlqKa+By`f@^f(qAe$=^m?=xzQyx$AM;Y
zPGm_9^6dt>9v-Wnxlq08Zrj`Kv5LyV5?e5Nmf&bRRxz1q5+*Fl8M8vU5NX=w16v}G
z?$cT7L$BNl8%+d;fUgfk7WUvZdX+pgFstP&(c}y58k|K6P>X?~h#3c#=@+UKC!~oq
zeLJDuR^fqbg~y|u;e=*f;VU0cDA9LlF&S#-hia|={vPg*Ewd9!yg4(cxF>lhU-2>j
zBpcVlX4iX&3m<Vl`ea`M)0}Dt3>277k$zDfzBl1eTrxE%0IoE9QI189{3|@3iNzuh
zst64LMoko_QdN>@9oUK*4YVwYjt0zPyxk65gtOz64y@xuY=oU^FX(#Tf}NXpxdV-;
zp4dZ$-OM@I1P+Lj{;)#Z&!7R#s(n?jo~{oCj40mg2tVln>kXj3B^<11DkywHf3Gua
z)>M25xKM{RR9&cH4feqALM5AU1&?L}e}`1WU^7yD$9vtqrieZ1bq_ArJDza0OH@(G
zx}CUDn3)By@HabXdg#sdP#;N)%mT|ObQIh^OKugaD=9#wQV0+m6p;|XL<vn+4M|WZ
z`YM&^qI3fvY0y0wD#CUQqk&j)B9g{iK~K2EUxAx^D6hQ@$I0jlZK|e*Ls1yoP~?qT
z2(}&%rZmFMPDjMU*ieMcz{W@2L2h|Tv(5}m2@%#11k~g1EMcGw_5>i@Wj}zs`-dIX
zW_^$dAF9-vNVl8vdfUU*3KOH#Ci|>bsJeojZa>7(qONQO_r+%(8G1}G_S7*U_chri
zAB#Os7%{@|s}1B`LdrFe21<0Ca&<D!y@W*$6>+l_WYh4d_c~BWL<=R%8Z~8ISmhlj
z6R`y2x$i>6mCy$>gA)x%RDyD<ZH0R263w7XVy<4gA_ncHBAOaLpBgoqv0~KgVT7fs
zj^IS_f1(!XXZbv+-g$|(0+(@08EKrXFOrF8_q6+4Jd?hMB<!X3ar|){d6SMmvOQJ(
zr+pSoDl~F@OTWELe3nXRZ~G9Gdd-iWvgAeFKHA3$5CE|=amGDdwLT3!J^1vuPxgW7
z(Mp@FbNZEpU5(;-P#h0?JTK;frR$kl*j25QW`Zu|ee%*3Zz3Z|i>G`_-&vd2QuJjH
zKAa?L#@$u0{GEdJsXq%S{ifZ8rhu@C3qVM;N;1h<QM3L1N-~18!#1L6AgD~u$HFYb
zwDkqJ(cg;`s7e^;M~_dS7Ju*1n49O7f1Wp-c^*0Qlny_CaFV5REM(;{qcf6EW!IwG
zk=Vy4Im+7L(cn<U`B26A392}cUcU8O;QiBwzj5`gEAM~s^Itmi?aRN_`|aQQmEZi8
zAH4pXm;c{C{4f6ItEKb5&Ewkr`?TmMPlFD#5-r+N4H>?t505FKC4hn7<i(A7CH^nf
zXz3Gwws-Ik;jm%;E~4^~!-e_HE1P%j&EG=^r%vxK`E!}CHTnY|@x>6sq8T!-TE!|w
zAw8sQj5bsI+NnQqxkC~L`sMYxlxUlCPH#y=#if~ZI!uy+tU2o{ao#J>IsF0UVOz~P
zy#(dUY1{=VU03`>b81f7Tw)~HepC@BnOj8-Y2v4HiTOBAif1*)K9wTQmPlV&r$iK%
zm673`(>>LJxmI&d=SqBVn2WfznuA&~f|jZgF&Td=hHEk=mqeDA(<Pxx@@HyHFNuyh
zUy(9Wcu+Wn(cOOxCYZ!LHYY4EK?h}uN&M5~j7f}|uMuI7<*bc4vQi`G=9Ee7ld;Pp
z6i$b87D1UjrVhqLOGiEhep-3~2V<?J<K%_vz+5(oJ`byHt~lokF)a~fU98MiEFZiX
z)$$_7MMLXFxxkZnbdYNKYF)$Tgcl>+Nol^GCr4lxFH&s8bNsljpH}q~9JMLHMg6ou
z6?Z$>lZ6_47ettnpV(;VyvwA=vE!0}hKf;)S&1Yye3k@>y1$d(X#X-k@TBvh6(QbH
zS9377_bcawk0=Tja?WI9PJr}?SBB4nB`ei+%_m5*9>al1qKSuiHppoRa4_dSsbMB1
z$$65LifNjZ6qyXUfQ-UIE^uOCWdn-sB@@hy@Jvu<HD&_JWs$pr1_C_nUD>{KcYAB|
z-u9KO{8{O@+gT7Py~>><xUxxjlm=H)vc;KA1<7hKi3j76n<^SEF$p(U0i(v^fQ|<p
z<$>nUE4ZL@pEa|!3wbZ&DOyCACc$ADtxbjpE4RAP^UncXh)s)x-0|RC%}Sc54ku!{
z<F_T@j2W!uj*8~Q=dxGJ9jz}Jqvc0z8rY1r+BYT|q)ubC$AEIO@%Pl5s@bwP7OEV;
z5X}<2kXYkcn($iSk{YN?OJgX*IKkU=aFGMJA;V!$k~v#AYREi`&rpG1!`W@w4=Rh5
zrRAj!Ub>tT9YQi&c*(Bo7uvmA4^p4@pxx_BA6X0j+DdJ$TCS`!GH&TSe$Z0lkukbL
zS`aY}l;GA&r>lq5R$$;<wPfIgUv7kC<Aju|r`0&UqG|O@tricIR3KH?JTSUh7;*X#
zQ{WunPD<~uA-M9*psP<`8s|6!q@t2?{&+d1%^t#U9jLS%2oper&x2`}X(RlcxQmU{
z^9E!V2P!ff-xu5^;xYg=o&%Mc2cy)`;d<JZXN7UbOd^^yky=eqnG{5)bQwG0!CK0N
z!At{Soz{$UqLQ7<)Bb3UoE)kS=Z|{#jHR;rZTeb~rEB~S`Lu?1ae3MMdI!$>yn8s`
zHk(EI>}}T`2ECg1?UMH`c*9n7`A|jev`gO!?sqCyB*JqD#{kdtrK{mE>={L5mFbj?
zTz%u88R4w02;E_b5@{<aLdzIh7V_~Z9U<i7EI`yFZMNc(^pq6<=_#X82$uAe@hcyX
zDotflQ)ca*Lg9)-RI?{tzPTf%yBIuN1@-%lY2ZvzXudWL{4sUsH@EBc25iHjy@~3R
zH+~grL2IiBzvfCw<e8H>!Al-FZzQ#8#a9D%Xqi^Ruw66}6i6%D)|jo5)-_x|lJ+CC
zWl8rDJ}SXZXbII;Xvf0;V-2i{;&+Fn$~=Gtpiqk>?OU(kh0Q&*EvaBBED%8&pfL<Z
z$}p(z8J$=XU4>wMLSq-f1t5&BQe2EquNc7Ee?ZY4SXr0+vG=_PK@+N$aOTsdpacCu
zZ&)1&N0tZ;4ozhIO9jvGgw-Lcus=^kpa>-;_wcoc7KVnijNbsN+Z_@|KqgK#P{Asw
z1IT+N+!~QZelQpW)%*Qoe+bf{15QizmCjD7_`Xnpez@21+Nd$fj)agNZPkT>vCwZF
z!j2xH6ObyIvnT|V2DJxJVi!5k!bPE1TEeN}5~?n>OiNg%E*TYBxI5quyrgSG5*cXh
zvwEo=NRt;WOCGG|#>_I(I2jXE{+X55adt`A{Otor0?2sV`9z!Ln46QSaLRswcG4}S
z8tRk&VS2Ql*$6>13=&T{TKE%%HQ1+qrSNh*=`p{vs$L{~;jDjqQI&hruVaI2`-7mu
zN^o<2U3kg$`(4W$z=U)%9r@K4*&{c0#AmR5F#>A_=}WJSfGAD_*xkq!*!<}(8FBOi
z(AmOk1~UJEW1OFJZHNhBIgj7ODw-0GlX0H#uWat@Y~Q`NV^Q`bADNIyd``i`02L?i
zhP!ZHOlva_m*SmX2OAjeLyF9o&6g4_*jU%BqxGw!sgZ;6i?MVp5(@A0R*H2MDa!0^
zkfi{hC1!Z(8=<+Asf5G{s?wj>50B=^v^)Xl-(&|C*0>&iZ_vk4f$Mcz$SV2cMgP{6
z=;Z*Q&uwA*#qkGrG4SgrRdnqlcxV)kUW2G(fSIYk2r&It{N}Jxy}z{=R__A{d?f(l
zAqpgxf)pHP-xWZ|^p0s2tCxUeJkPdqh8ni-%j(#XcQv`k;PwQbijr~2K&wcnm1st<
zMH+z}T~%N?>4G{f;>5^E(=b*PZ9{QbNu@g0HqIMOGJPt${$aw36*xWGYXyiMg|ufP
z-8FYvr==`Q8s!syaMyr{;I?{RO!CY7gOKLGzMGvCpCg~-asZiJybe#za=;ha$Z}xq
z($DgoS2Z{jTL?Cn7TL$s>y9KydE1?K3t`i6wb`x4o8f@(94wXR@li}r?lx<R!sLzu
zJ5d+uslj0Uo6lCkIuYoMf_D9uV>viZH;h)$O`c5Tc`Z3LbFENoftYy$jqSlrQ#$Dc
z=bHy3EV5=xi#HG5tB3XmhxP_f(B8l~vS~dKvLU@fcz^%5{^p<ht-`nbjo<xi7yg}}
z{>zmg{n<ZrZf5^yx@VsM^?&1gfA)X<q8`7_hiT~iKP@;8HT=iW@K>YZDQq*f6hHq>
zL_ZB}eRkI^anzJR_*jQ7;Um8nf<=WJ)_HGvRM9;r^Kn#ZJ!i%gt|ciWO@VPqXp(uC
zlq%HHCtzU`jtRJ!ngqkl)Ssru(<GE}wkCa>5@(Z8O~~BTCK!4!yA3n6QARKv>~(q?
zIwDRPHES75h%z_g5PuqifKdyUX<*g1Epc-kx1fo7D*ES;JdK*Dkl1h3lxaseYa!@L
z(6qeilOz2yRu@;SaC3Adbw@g^vsN^bMiHtnUfd`_H(F5oz3++F)e=l}K(=~aF0I+G
zizS#@nN+N8=9QGJZRmBN#zM!?>+lP>V!tj&Q{j4<$fWqf5FbETNU*iA55Wn-Qq!vG
zZMVs-oJ_?W>yjT22~`h<&4C)AA}BebvXrXb+R0kNYIEoXiIDg~X<0G3w3t*X1f&57
z?tB^m@wd{_CC|$NL7X<nXD2*ZYcWupBQJGdT^i&{dmIrIICkxdQUh1<)1`j+vepi#
zJD2DZVS=}8V&ux=<L<S+3m$qIV}g=1wA=|qYUc`H&4M#|UZTC*X@;9^uz#d;B1Pi+
zZG_GaYxjn5YSdTXb}&=%3H}H_fJ;rHlv8dZE_s#uS3zEe6!;FLQgCq4m-LZePTCd0
z5j`(MD0^V9dlp|E&lW>n=7Qe!RS2AF!&Vm;W8sTM`1*m1M;TRJ)B#XY^fk&r;^%JD
z^VQ2>7Zwk2x4<8&trkB9h&!ji25`s?w@B17qgZK<5L*}a`C+e0RY5lWaoC0j8*+jj
z`6{iveB`S)9))O(RK&w}<GVx1`7E@;BhVmdbyY(`swjeni%I>q?80idYc(!&#;FNu
znezKX_$2mR=PSvDCnS4)Um0iA8a;H8h%!wHI?S}<%+oh%su4bdH?dAF^!tNaqXSQ+
zSU7o<MUC4mb~u4}o?%hP-+7fV6V$+RnmtQnsd}zj-_0T+GZG727RwB9IoOisuo}}*
zuCMxNxUbTLW2LmNQg||}SHTKa&xY+wnV>mXLQrd!CV8yt#fq3sFl<F48KmIWBJ8~|
z9KlWzPZf@`1p8Ejzz{{@bqxjC1{hs5Yu>_qqI}q8)DUwujtAMaWE!h7XtSf1%~*_L
zfz?Gga!+&hJ?7$hF&^D5LY+L+H4_)Q1I*5)9PyDIP1VEuvd#oPFXc-f<diBG)95gd
zv04cX2UQZX(7<bpEm(a3n>BsVQHw5P%U@7kX4r$eKhfzb(Tqa%L2WSVEjASC6|6m#
z2sWO28XbDRXe(JDf+#4s<k54Wey3eP32@>)P7GUW#gS22UQoj_vhL?#>b_3su(HR7
z(dF%1Th~4^&G-?HFrI&9<TJX>PEjpM(A1mB)@^bu(Qr_<ZK;-RKzkpmRr$4xq}`j+
z1uzkc4NC|dR`EBB_EL|p*{byT4FB&H1dTNS$Ej`Mja<Q}yRlYT310b(SJ@8!li&Ix
zTYEac)kO*}%gALq_@-j)GHp^KZtc??d!#9?Cm6rnvB%sbxMM~zxue0S((E#ZxiuAv
zwc&}H4b#MGjAM4DORF8x=`o_7&iMUQ8O^X-!vTzDShz=G>SK@+%&=q&F2dEOkAwIM
zj)SluSzhPGzMw^Zj*RKH4}}qpAQCPgEc6psJdX`aYIS&5$snD<az>_N@PuEcKH2yr
zjplSxGbrR<ex=>_2fbFiDS~t@`sJlcxKypIDT*_ab-ftf95mM&xC8cDbTg)*VU#S4
z3c;D3eek+kr7c`|!7C_j-rBjYQROT$1;=X+^e79ws&Na+#N-4ZeugRPbGn6bX6sWk
z`%C4@a!{{pvo1we4rCINTl;wU2-kQW$bmm=S>H%H>%Jy*Q<la)H{bTn20ZN|KpAw>
zTHb~3umY#Am%8%3RPD6hJ%`X_*hf65B6XYl!TrFy(8GsI2v3G9WT^qp1_vj5{$}t9
z9)X*<&QyAx`ym$+`(1Ewh~IC+Uv2FU95)LOyYsQZ7sDW5=}fEFxJ4YEqh6O%QO5Mw
zzaW{u9t~fiDK5A{itnik|F@lq!q4+Hc_=?mZj(C?`=qH2c^rHdKM=m4&lSO1h0Zzx
zuECcXT8CUkGy%{V4xnodXAyhC;Wg<`?=?79T2W#-CtZBQssdiRC7TOvgsJ9{e>7;c
zx4rjoUH?G=^&#32<+EnP^CSrIge83)ZmIP^#^}-mj8FfQOhSz;bJ%ABP?tJ8`;+^~
zEi~Kj@s@c6?3G7~A}03>uBA$}y;we@^y^{EpJxhZ`SA(=GW`+7sYz*=RS3>R=CKG{
zEY;|^Q3;MIC|H`!qz5$vEM$CR{xsw<nm@xHu#gm6f3}`XCh^1|FGUH8uDZo-xd<C?
zrZFs^;44>PHt2Sf$QT(_Nq~?0I}<zAF*PpH+Q@)a15ZgQ-HqGtm9&c2h@087h&;eI
z$ax`i=$H0X(J$F)*ZNp(mlk#67wtqmlYFBIwo$7a3^b6g!=Xmmp+?yg)F?|hCF=Fk
z`-T7N>+c@<=0AC-_Lu+0_rLJ_|M-P}?RUdp`cwb-M^66_|J&T3zdZB7zpn?b^WkYx
z1DggNPoY|rYV$+N#!zxoTTt;o-x6vZA0XI^)NJtR58^JUK-`LHnTe#x0b#Bf%P2sQ
z9SG)%TM#wxc6$3pT?fgrGxuC^XTRO)_8X9!T7PNxjk)5Lh%Sc8cJS+m6gF9<%g2LU
zN)k{V{HiinywRwV0c)grJgFw7lKiU>yX$nVE43NZl@hgzT|wuHB$}4i!y1E!uvk;L
z^^Pi32@1x&-Od#+4;#&zPrL?;L{>wZ!>JUZXZ#(UcdMaj3N@7M<4i)ofS{QBM%nez
zf9;bCA9<1y+R*wCln;F5SVWRBRWZa)>hv3M6Ta{5!Genrrbx!dzwJ{|S4rbZ9r6vu
z@!2N2L+F#J>w$+eH`pRV2gc53t3r96R))GE!pd4+46pUM_Yfz>S_g2UH0ZVwD+yNB
z{!JD1io3{htu&b!DE{lnB-v(Cuq?qL>ijUY!ZcCLCkp*!^Zn$Njf}$sn6AsyY@^a>
z!aSWgABGYj1M2}c-7vpv$%skHH8K@;H<Y2E;`MXUDR^!+owv!texzMI&y|@k+;)CB
zy{?D|_Ezh&2Tv(VFG(++p46L*x2N?^{1}Tdsv79xMcNchb66RyN6Gg=d^Mrkp_F1|
zI>gwW{#%$J#K2JkY|iN#KY)yu=4vHZ3w@|~M9`fI8@n+iT%!G(h6KoP1yVg`XL3Df
zBf8mW-@Es%XuaT^wmF0%kv(-#dA_5?ff30K(s7kZ^mf7;wWa2yJt7EiRp~nM<<FX;
zu1e9jNH#9c$`>~KLTk+Acl9Xol<Z-9B^2w6kL4fxqg0L~3|n{Z*kJEL5`UYO=S&Gw
zkIu9XW4i%9;xO3NJB?yplD;fq-F^h;6R>25?q_tEtEJE&bX9?h$69HCX!G^2+f6Jf
zG>jGl`&g%`DaL9d>yc-sfy>#hn73aRI(MppVpCUCikj2f+0{nDrRVAy#TNan=x=;2
zw>UagrnNO88cS<qVpLO6*q9;}?@ih^sF1@)X?~ZO?w%v<4_>>~y>@$2N?pns*QbKi
za#lJegb<~vYUfw<NN7o|Ibv&LJRYnQkIPS$4o154LNS?`$6YAo5DOnbn?s2>NWyW1
z+_9MQUaU5IKK#a)R{f>wMtLb*tTR`RDbGU_=SfysV2DCWi5kZJzyxKtQ8F2h(z!9R
z(Pl$v!WpSsXk~bdl!0Nh1)5`YMGj<|Soy$O0I4J&>H;8eVTyV|Oc$Umt}{ZOu46{i
zg;qE`1D66;9^~h4=e@gdr`8P-B3Jgs%w@8-{Gm6APxnJ_QWWZT4UP{f5HgHc=n9Q{
ztOvW)Aq-7K%re}ziwI)YZ3g=!+ONU`Tu_DF2yWI8oqI2A^nh*`LAm!DRbXk$pvgb<
zW{JGw6?I8uXCb0_!=3|2%?8}RQAr~i>B0^-aFu=tI}(bs409jh&`l5s=X2tk-}iR5
zZ)|Vf^WM9=dFR^oEijO7UAcbm`t4iAw@~M|sc_3Foiz92NZCYoF!1DMU%LFGhAif6
z$Z-@G#+ZR>(mZ{t1zZP9wIDXZvC=RQr+mg#1y~c{F$({=<+6UY#F%NyB{9}m4`sTC
zGTkRA(@ov;^#R5E=fAh~?l1r8pZnkcyQSy<?x~;nxj+BlH(xqc`QW|3=lvf){9|u_
z{4czrhp+R&oO%ur)Kg)6T5uf7Psfm-s=j*)+f40;M}KJ|$*$zvC(CyylJ1Uuf=m$k
z;+Qw?fzmKAnZGE04}8o_z;~d-X9BJXj-&|~4}4Hfz?b*<dMM0(a>DE<DmZ@ZBHg$Q
zZQ8;RsW0o0JF@h_DP`g%B&RHdaiz+bK4X%M{4utei#tfL9myXJD-n|=&zJ_bsfaYD
zOGtie&g4dN3pU1QoR4&*L$;CMf-#w1mv|$;C2j^@OTsZdoJPp;&9TKWqpj+cb38W0
z(-^OxDrpBZJD!w`g3HTe=;>hnJFlsuAGwqRi4{KI9_;pf*u)L?T4d+9fB<f*)o^2>
z60kXC4iHTgbMRgytAJhTGBrE9umdCH(xo(8C=|3`>@UJ+Sc#OG0A9MG!J))O_5>R9
z7*yoK_=TInV6Sv**s6p*Tt1+TXBB>sQu846Mhm^uc?dQ*H^4y(&Wkh|?pA={EM)nr
z{>EtQ{75Bk9;~N?Qy#z48MbR|t;d6>aFR#QZi_8|G;jFe2zcnFjm;Uh!eUyED;-?b
zGMC?~zU@JSs0?3j?MB%2t~UCpN$(teTti%_#RcznGu-vwgAfA&WzKn<?OHE<=-mjL
zApqO=I||e5Hkfw-7R9?ISf)~@OO5-DQoX^prq4x-Qu$B9wUhMxsXI;vhKj^;vLZa4
zq_9p@y&^bf%HFJq2ME^WS8~a%9*>h4R({nOio*Fkm0m2&!4!@ETsE%Cbqi)b6d*<y
z0?sOa*Bn~Jsrgd^K21W)8MOv^X31h9%^$ozI&aNN^|}zCIY6RQ`}Lv-G(_?$xgvHN
z93cpykT#qBjtO@3dg_`e3M?iSSW>h3br|K=hUA=%WNZ)NNr!&>omN;3YEr%i>72Rm
zBXCr!0ZAJ9lv6pm{$HZ%V<<Oa0wC7%bDmr{Njis>llv2shUbl5-lw@N=3Q)ZZ2(L(
zNY+H_Z=dV~(=(Q^j7gqF*r2lr9`t1Ycs;P<5KPr1lD$qG4Jdpj#qgok?uf9QopHzT
zkzzIiJ&FYjy^KZgC|q{nPkcLVwGg*>p-AqYD$o`lwq&3nk%F8Q%)|U?cpZcnATx#M
z4MhGy#kh`;h#d%QE8jxl_&vzFpXQhw#<!xXJX%8heK~E>q+0R5|M^isN+y?a408N-
zuM58b{HjWDh>SVqXyJvzi-j*?jC_?pJ)vLj&Z!Q64yk0t%Aw&oixDS&@brRJKc+$2
znFB(95J39PaTH1hF7{hcI2Y$OIW<H_;~zUrj#ZS5gCjx3+!3J8a9egr9Lhj}Zt#Z;
z6xrJRX~IXM<HU2#nM|hgDp#}~Gcr_=D2t<%P-b10g~|CiDoclYOM5rOIl{8OrdUm_
z(0tIS4rS?wvh*h?OLt6px#iFl<uUJl=P&%7<{Pj6m;dB<-ucBJ`Ro7Q)&KVI{<90e
z_RD|!=l<OffAasH{ZFp^nQc9Koexio7<?LZJcVLm)#itkjUnV$Bl}b_9&dvLKcjcl
z;)AFawGa;p?%0U4d`glI^NaD229y-Nycdm^e^`A^&P*u6AN{CJ@y+Y^_`C4q%@#R|
zmr*2dzi~t1Y<5JkB8+#zwYE%rr0s5z)G>vrBo~F6TMUZg9<H5T%NC1TX54!}%HKt}
z6Y|e*%&f*mqL>H8zQa`A!2l>i-&Ds6K#w^t-3MR<cqU-*C@TOFO;FJI`~W9$f(4O-
zBLHKzygY#-X27U3fD8^nBv1sZ$B`mL{08wZV?&7W4v}{_^<K6<Y=A?(7<otZh{!wK
zMMvIOORJH0#E*!)qkwYs!y-PoVqXBtKH1?_AL@!S!~`!S;9DZq9y@xCK@vGXW5~V;
z!6ASx8|!<$VTf-KE<uA@O(|hZr^>OJr}2XB!g(EBpuy37Kd2M03HN0a$Qzs>aBw`4
z)PW25c*(MqSkZzUj(lNq_)TqLY1vjHeJ|!kAF*qCReYBVNKKh1;{*Lk0_o}9iwp4C
zxdi)U5%Xa|bsQp#Q?POI_wGf6kys?Zo&sbU&MgF*b0YLXx7TQS-UW2%auJ`&V9|2p
zzJ>r4Zwu%s9bP*a^yLy>S`=vE@<QdevSZ}Aa;sXPa+*l03CLVgNs>0nQ;=JQs$dx-
zQNU=+N*)y$B(kh{n_=9D(CUc4P9a;!9MkWIg8`K4`=~gfBNJSKHC9VO-vvPz7b>hd
z^OPxBxHNPx!1h}bt;=!HDB;!ECYqGRKRb#S1dQJL%~F~G5ap<*11UBr5lf!Vg)~Vq
zHt{J=kywye3S&uvlo$#*q^o-v60nJ~DBce7AwIxnS^Vl)AVdH$m2}t-F_1;nj}LL5
zreyTL=n8vU%l?l!Xy2khu$P6*q?q7m9q7ys4c`%X&*Np?&8jcjku!)r6~Qj2B(-Hc
z0tUcF*8syPLb9VpL~B@)HW<A}%ph>UkgKK)#gi5ucOPACf<hQ3!*eScf)FD3uuvbb
z!;wSKhRaCt^}VniLK4>aIIP_YA5ueJ3409+g({M7A|Ox$t~-O)JtS>4gMMFS+z~b~
zO)RN819C*Cpg<uP3h{VO?*d>I$b*2S;+$v2#?a01?nP`&n7?9)!lT^Q;8IhwWi+T*
z%@*nPt6!xlyQIpKku(e#J<-{9Swk{XJGchJ)B21UJ_;7ka^F1XNnk7120%uDd7+lT
zQKAWW-5}neNg?|(_lhAHilUmM>x$+kigd+FEPlq+v+^6RW=j0?8&oHwvJ|wYf^I4r
zT2rPZzlC^8JGphVZs*n}N=FU(t8gl!cn0}RyHn7*w6tzcgI=xvq^O-DQlqDJcdC@y
z2I-Fv^Hj#|r%F{TD(@rC<gvoDwuRt};@;rXjbRO5{udV(7MT}$0QD|Q?5E`!%nU6Q
z&KRK}RHT;tm2hE&3)2EXDXTyxlkY6$qe}_MEQ5RGFNWnM&d4<^q|}6AlU2JIB9%r4
zN~MQ^5`LN7WNMR%OliMVl1_ARkrXkbNERftRz|2ht6|_M0K5S|+*k=?P;MCNr`rtq
z%GZZYaK*ga{cg~#L7Qi>Oxir$TdyOz0oU*<`2rMFhIOb^T!JUFLD(tPLe|#F56MNJ
zPv&9G>&nennw`pgD?n+zdF|+qQK;X=8`2+}@YIeKuhB)N=x*rU?&4T0p86t+0j#on
zbZ2A@j~|OzI(JF6h%BvHI|L_U=>?5g5(ev~+kF|*>yn3CDI)es5ALv;?(a3a2$Cq7
z4HvkA4<9}(Db=1*r?*Q{mgXsB=(|kDG3hu<RmZDT!}`KnZDDDly1W`z*4N6FjcPRr
zHtGv2i`817ry9%co>z{ym@aOgH)7vQA`<82{Xr<{FYO={t=2Ux<$@NM#h&Hy{9L|l
z@MT{suQFw?#xrfVVdRdkVSq0u0gRMCg6cZ1J2rve7e~ba(j<dRd?^lg2i^+V2Ylg`
zcq$yDks~+Gt$%qL4D9_DJ&p)l)bAS<*tIP5$Z3_dUP~qM_0jt3N2|+zr~k;e0Q7_y
zo$Y^g3XG_)Puira!#2M1!-!he>vRS`GLIgRN3mRepb&8LzkF>crIYmV$aoM61As~1
zR9-c)0BL*0g%}%bZ2_x-{7a2O6F#bj(vuwJMTB90sTMA%oEcGQ6x6ss+&({ffcbz9
z(S1_uRA~b7jM*EsnlxW}U?7Bjvtd~C!+gZ*TSNZ)igqUHMzrrID~*w+N6G`mb}jJA
z?RgAtM+O7v6q58-_ygh;^?ODFh}b{m8K|<p!P_)LIzfmqz27tBm#+la>cC=xi%9PR
z`4_oVqc2!F!-j|o!;tFt7&txPC8;+d#EJ%EQ5)PmS0j@Dl{=zxbSP|#?O67l(x9AK
zi)_Ox5F>n~Kr@uuWF#B*TMz7C@@2Yt=lYxdqVP$gx9`Av2;M*3v4lat(cA|XluDsk
zq(c-OcLFd*;c*eCiuRxgrztJCGy$@Gc;JPsql1ONy{p`yU{{B0nEDVpqmW+^KNYTu
z$$?9|1~~}M8DXtB=yaNWXtRoHsH%Ymgl_3I5Yq+h&V7=KK)nuUgUUX|d~bW#hP!)V
z|4oSrt>>Z8YFMmL7#aA-eL$3h4b-SNWG09l5eeo_xIe(p*GY)M$A=^Lz~1AYS*mQT
zE(L2F3yT|z;bKr(t<<Wk8}-UcdAYK-QLF321L--_-)YKSk{xu1T1tL~*Q<C!Nd<}y
zYYg)J$si?JzdK)N*tc@P3f3ZLcx@y@9Od^VLPQWTLS6Mgd4RQuX0Cf*P=l0QhR5b5
zuL+;^@*c;=ydGVg(>CU42dLiWwtwl`PBh)MaOx3~@Bl42@t3?Ur)|5bm%W4%lRk5`
ze(V54IR6IcXfd_0Cv2tPi1yY*C2<wU-AOs$%iUfR9)g!ji}>GyUs(uOs|%}a)|H;B
zo1Kw8+lAPp*$iPNbOe`ix{k{~9ulWXywdA5OC%qWfC?gCNlE!XAID2!q)7t-#~n>&
zz9Mp<I?1K&gx?(#yECiCAs_fyJKCCgUDv%Nw^daBl694i6~nJW3zp1vRA(6*9vJbQ
zApKhUD?)!>spS@-<*q#KDcc|kpm{GRpqZ<bkxu|p)koPJ5iEVvUum3(KMHci14VwZ
z|9yuU1dvzm4J&l)n%BoDHJVbae%{QHJ?8oD3p_~4<_1PDErfpD^`eKdUy2;YtV0za
zZ0H=sv%<!M1JG3@;h;Ti;anx0=|fC6K*&F%`13jsG^WHF)~^?(*b5=t5oAxHYr%`T
zHy9#pKm&F=apWP=U|Ce@bnbha-vR-Ar`-yARC#LGMrWRsu=?}eYIm<hHwTYP7soh|
zgzy$HLK~3smTnfD6R*jzfA7-St^?JQ8cu#B@f3y9v9j7gNXI@1-UB;8d{wQ4iicq_
zjid?=6x{#}s{TB<Qfg+Gy0yB8Iq0=JIQ;dXadsIeU^o{vlV6-eHT{}GHL%XA_C2So
z*yy)Z8ZTYNN6;seMs%FAfizCmBi1pqCt9tzFjJEH@=5=2&9zGV2thLp5>Gjz%#L__
ziKjoVcUTLEzlgcT8NVK4p!fU=RH5$gbtq2flnCGz+%`lKym2gVsfI`(^eDDY`~gzg
zAt{=4n?gNQDQ5PiL4znwU}pcPltsgH9As%^A({ff&+uw4&}(2VsQ{e*7zGh;2lz*i
z7sd<o-VqZBjrY*v;n3pY30gdip0)Jw_g*=&^Yfp3=cmiR`Pa*D?0oIvcYo&}{l~ww
z(LMPOe)V_ufBoi9wf|2&W}OeyurGL8a2#3_jA2cnM#EFsW@-UG{x_t8s4-(uCJJ%$
z2R^@!7(A$3qjf}*ddM3^Xj9(0eQ*1`ccs&Q6DL|o^1y-wmvPvw;q>N}=IzCw4H2|q
z0L44wkJ>sR$uhxt*%>he$Z`Hp()-uvN5?&2MA6-Kq#Ut|0DBTgVW~NZAW)=keI9ye
z5OaD6odh`-?&6Vm2q5hDb)ny`!KM1TewEto`c*2w>sP58uU^-MV8fth-Flt8S|Sx?
z{kkj^<Mk_;26n1MjlRFq>vZXW50&f=B;|mIoEUM^y{+q1Pe3RXq;D-W5A9D<``-St
zIsyZ&?ieCTi=B(C0^-IQUesUrST{COJ|w#fD27gWbt4?n>l=MBxSx`HoFVE!7dp!R
z1TS?(r$I*493xpFdQ>GkpHeigrIM9J7icoIA}QOx7$sSn$gIB_*B7UD8_^l3kE}ON
z&qjBg-stcBcBS(utlb;ZEt|AsM>W{RM@mquR0+4|k#D@*B_>#02w99%h1s^+fTpj9
zc`h`K@vwSM<F+g!0JF?6WVB&`%#BAPT4qG+2BsE<UAXe6$^jAN3lgRb0})Xei9@w|
zz0X?pLa*L3;P6(VgvDkRVxhvwM>>>ULW_?R_OPQt&7~UBawh+x1&rP;B^glTw~Jc?
z*VQU7+K}2_<+G-S{I1Q97l#mVb-=)}q`gpsTigH}J%u@)+t;KUi=})#DJD$%*xCOF
z^48E~ogNXnefA|Z3}|wMy2|ZqG8t=3(fCT<MoPfw(lO5MVKNP;<ppv&_>5+8Zgu4>
z`fR1*$AWay@%X7yC603Ji1+n)Rf)}xMr8?M3A4qZN^DZ0d9>z-&{*R2g}Hge!8?Ym
zGbUS_RJEWPdsN;j{Ga|)f2kr@ZkcJRAg9z#)1&rsXz#3$8K=Ltyk6x*{!JyCff9bX
zP6yIcPOd;&2RO;)E`VgRHF$u&#?24aE!Q?`OSL+ynx&`eDl)PY5Vf=#gT{l9`nZU3
z!YS+}=anrbg}vEn2Q_H3Xn2JzUx^uL;F53<92mJf_t_}U(k2-$>lVmIb{dXXWB5t?
z_aJ3t;W-m4=jI1NZ_H|>pm-&YJ*e&>-g86}o-*E;kPI|0#Y-6u#;-*xl6Wi9K%GW!
z#PPfws|lr#UzKz$FUHFljN9SK7+#Cv-XUYpgEUkoqWIh)3)gXnRXPqHeCk)Y_`<Ve
zQOi<>5S~-+c5w89W7Ym%6+-9!{l-4bHWoHuwoztNpj2gvHysEr^qQBd{jdb*2@gwQ
zZCDD1Y}mon3$jUf0+KfRizqxC$HuL`TFMbxWkR`LC5VW6g{5?1sbW|P8Yi*T^WRs}
z*qtNmz0CCkdGe&FSd3fd_v?+vYlYx=?L*KmR75RL6skUmC1?fN(@eVu&}Z%p`=qlf
zcf4doTK$ve3bztAM&28>3%LXBY8gvq+K`W@+4DBO0LHhYczS$c%bd^2Yf9?EoU-?%
zuY%n0Xm;K3`kQ><@2CAM*ET=c{^%Rq+jll^T>oG@2FI^F=1=?eK`#vb2M9q4^_P!v
z`VoJ}{1y!Gd9rh^gZ?sguU0FK0d!<|;Q2IyyZzG0F;x}B`Lqz6$$mYyc58DRWsL>R
zYlY$qNsxEpH85Tu>sla_W(wyN%yFTFu@3LAZxq%FZ^d&?_|6qQDjFyO83VmI(tdj?
z2SZq{ViR!X{w&lg04-g<qWzC*2a*Yz7JS#rr8#kW5JIK{*_N-g(on*zUR8)nu2bO@
zG??0b;vhnwN$PNj9RZt#x(ljG=^W}k@rMDA58wvF|1OO}bL^*F$8W-LF~vhHBX~j0
zy7zBw-u>1`H#R@qNi6g6Ch+_?LN!uFJxkB?a1*57ndoO}-MbNt+Lw*Yg2zj9GIpkP
zio==B8ArUmK1XC=C>_k(>nUQ$`yJ^?7oEVA%ev_|a~?~EdBr&U@T<}dici?(h!@JF
z$s_*QAlTgvYsuJc&#^!ws+^$IG~x(08Ea%}3NW_(pdxhj&)75Amwtniky2LskI@{h
zgzYM=c(J)kuJ=;rs*UPNK97)1g)=MVWpQpP-RlLUP7s#1nw|cz$D8m=vDEj4-!Vn}
z3;I|i9VzKtFX;13Ea63yzy-z|;<G&Uc}R+#EP2>jih{{NyvHR&<eBQqH?tVe$(V9Z
zu92?fv%8q)NOdU=o)CM(JD4^q`zi4u8ks|5KGZHe)GmC2+J$Bc(H<gMvb>slSN_&N
z+Wd(NKm51<;ZJ?|2j5$L@n;*qbmw3Ci<P}!dHK#?dZYBK7a!<B>wI`xR0F3$$5W^(
zr`r6GvN04N)yO_IACE{(N^Q4-mgO1PGpw892RJu0I&G~3sH7pq8!_j_LN`!-^smCc
zm~yagU~zLefSV4D#LLOQE7JYQc6TiGcw!b*#jQ?vA6CkH162SyXLgjJS&YSNF`vf&
zKYQ;UBgv8Ght+U698U4Ed_Q)VyGibnGu-W}?yBmp?w%!i)6+e#<@C&Ox=G&NK{v>%
z%IdD`dh}LS%}i60Wm^UepA5@@4L<<EfCNEj*s^RuI2;Tc7I3g+!4`1-OBP`G1)OBS
zI77g}2JHL8@b8OPMr1{1MrPHJ!@Vi)PFH1o@x>PrUqnWHPZtqe`7&Y{BSNc+VeC>#
z+AeOBZwzE<as)_dP~M9LGN$7b(-0-g%Rof0->Hy*m!lFUi#uAZV~l%(HC-OTT)BMZ
zA&%3PJ@}Ki12&@w-E5eLQbX~NdfzJp934V``NJIv_ePjmercLn!idr|UyK<y#!Mf%
zRiZL|q<|1;TKtwFht<!R(PhjeGiI<EGv}nBCuQ)xv?QBNBr6=5AjKv#QCW_0G~$lZ
zfY1bTQPOBkfg^9jDsx=1LFyJ~OJr)c1jLAI84wE*8VYF;*;^_5vnAHXReylk-W1)(
zFhirC{azQNfA#7OrY#^ds4F7W>n=||71>ZFC?-*be@qcr!sF_$(03)3b2{uexk@pq
zrn;#l0jP^f5<sMzNrJdD87CF(G8J25DRfpzWkeShqnvZV%+Q-ds{#jABROOeZY8oL
zK_s=nw+?6=1LW<y$b%j;<30oirC6gd^AjPN<s9Je5`sQ(3%<Ddo(4o;5lU1OpK*i0
zHE9q?OVaoNIwqH+8Zf$J5sG8hc$?L_HKeX7h^8*;6+eQ(_A0Lzv)}7r<y3sqQCC{f
zBy(DYVItNzkCJ>1hKaX%oSBOrLjDr^8$2LmWv4f$y^v(h>?!;y;jAr6QF1Idaw&g4
z1X#NgvaM9sv`DFW58fSx7s62=N|aEVJhpWs$(TT$SMta0!wbE}M)O08#?F56NDo#N
zO!jU>2&SDG5=tPG+g6kx+uYXT(SfNZs>MHStLL%9NpMo>q2EH<322ks;j+plg(#V@
zSDQ61acmk%Xccdm2OO7zve{BKGqXhrVlmDgO~%Rm-D33Ai1*7`SlH95FuxkSh__2P
z5vV*eh1Edl>ugxwS#r4`&hmVA6{Z6TIT`VHEMzrXUy;Ze0H!f5Eea-EfS>Xa{D&bm
z15952k@Xap&=(#vI)xWzD3Mm%+<rggFRz$<OGv-ic*Kgh=!=!8w}}*Qv8TkMyv{bo
zBOi0ti=Ik}7l2JZWwnja(UGYVD_e^83-McQx#Aa(x-5q&VW(YiOz~)Q`ZH|goMMcV
z!wS=erI?Yk6;ouXECmsd*2p=7h#W@FNtos{a!$fp+{oFAaZV%WWSqr}oKx@>GICDA
zM?vf;{)Aw+97fLWNatN%-zp<#Ljz8#o7W+YJS7E@X>k-wQcaN8?07~iPI|gG&1M}#
zDH_@XlB1r5-t4J}`nUCK0c>gE$y2StmbR<HFw6d@1dNnhTPe+!R{=RvF5$B&l#mI3
zWe18y)^ejZo5-`Uzd|kyC|XG0`Wj{;{&`(Mz<?XG0NF@ov+1{DPzgYUZ6*R^s*PR@
z@61oA5gENAbdL%Nb?WDaRhc*}g%KDF9@7aB*cfqtcuFK57+G`=K?Ny{A)@NwD$zmU
zMc&LY!igZThzE-`pT(s?=tJaRgZs081b<ixs3<`Zka4N};IP*|q_~M8TxK;hHwYwI
zXx{!w)w=;7>cF2sqe}5}Sdg0*VkN@SFq|Hfq;QGFZ$#`Hbc4s|X`k>&%Yp_{QjbEC
z;ZPXJs`rc0)NA|0GNq^DRQfH7`q-Oz{v?XUqeWZl9=Au!Mpu`A#FJYk#b#dhyBm!b
zf~Icxo12Zbm5q9PwbQJ1{bt>7uGZER>qyNWB$bfV4XWFNj-199#Un9^^05qLEFLR)
zg;f86H~B|KDwcpaR3qS#D16OCUNxc^OTKRDZc4Zg%om(kOucn!{8?)8QG`LfXa?3x
z4}-`StC|ME5ON0Iq(F!!gl!KKwbUP3{kI=I%fybEvgPN;)1hQ_X-p?=G>W}8-stqO
zf5E2m1cTM6ZXmZoqqF9VKEK|D2IknG9HMZIg%Dh?uWX9Km#4$tLj)P#KvAu-xw5KW
z#cIUdzR2GF%LT?YPk2SkjN^jJo+iX{+%;Kl&c<Xvi$-&N`*@5Hz{g_*S;TxGxI$&M
zz3y)|0~t#`6F|*}B;^Gj-V*XGdL7X_|5>%SmP+3j@Z8c^i!jUJt2?8%Lg?IdCN6F>
zYimrs2J*M+j`RW(m8Uje-3gG0G(Qn}QJ;4pWgmx={FLOxoC1CqT7Y0oF$44fYtGz|
z6Z8AYBO(Z)iOWA8x$yp4HW4C5V~BCVagj7uy<xB~p5`ZSK`ma&LHItb?fH;mUW-${
zs3w1!N&4rL9tEBq_6qDt1+X{V2;zEmY?L&f`6qskR_cxfY7Cm6zT%CfEd0HbL5qUO
zZ-wn%FF#E=F@KmmPLhz%!Bj{Kke`&?xPOpL4Dok<3fvIBaEB!qP^SRVj`J>Vt^bCB
zbdGm-I->8}n<@H^c0u>OgeHr<iyg4VK<0esI$(R-?BQJR)=XRtdt(cJhtAQ;Y6gJ|
zdRNZV%nz+3&ht)m#CSfr;W^)ZIWd2bLdab2xO|9Xi%Y&j3ckx6u)SmUTQ*quo#liN
zE*g}LM!Ybp#okS6NcbB_O8K5+s&Foi6z?W^fi1y>Or7|Zwj+N<DMd-R5TBAVOxbQ(
z*rZk?S*D=ubMQT-rSXqOEhH2Q=~wl)*{@3nFiPmNoI)_aV`+zOP9e92IV8ESpLid2
z`o?eM;yD<N4*Dv$;BVYH?Df4b{SFfE5DMo0-uvxfxCE=1hu&ot=eji>9R*9?mCgfy
z-0?mgV5+RmEqOYrf_(XhIk}U!x)@6e`!5EmVA%g>fkEgvo{bU*JPR#@dU}Rj+r;Ms
zGK@77EB$hc{OCi-Y&7PR;Now^tyYSo`-c#UXEz(mCUAL+B0fT(&m{FM;}S&vOWp%y
zh^)v+{Xqw%+=`O~^}HKUEHK%Nbc6ZD{Fqn(OBQ4jf%m<;SGIO`uS9(M`sX1O3Cygo
z>qFB63(sf;k<4DQxDx*qINmMj7!}+9YzLo5dA#@<-pG&iEtkB*I_>hY(U-3l{av;|
zY2G82j-^}+ZEW>TNQAyYVaYclXmGon=DtLy%(RV#)e9s!YJ~#%n!m`M_;lnIKSO~!
z^TbQeut*TK(!~<<8IKpw@mrGh^q?0;(l$Fn`93$2b7+q8&sM(V4%YVSxu43DpB4u~
zMqiMQwH&AH1V2Ec+Ed!uLwgCvDUkKPa}W$EqjGT1IG4VBO+3B}&HEsTJXYg)zPaDB
z2dDkxV?l*{^xW>W4>=PFtEGBT(V56-r%SccTcs@p_^a_nGSXR`-pB|Yy^1;V3o~>%
zc8^Q9B|Y3l8lq=Gy_LSiNwq>h!iUoM$=D~(RVIhDx>T0UXDj1Lh&a#E4&)^kTwgx?
zxN>Vj6iRBe@EhQV(=xOdYekN;9&+YcD#4bQu+>Oj0xohCjy?*PdHrN?5md^q#2n<q
zX>USO>TegHzQ|lW_OZky{nTSQBCn8U@fcR|v@0F#!TKta!;6u5?0C2^+ZxO-dRO?5
zOc#|EM}mBpLZ-e=X1C{$4~{DjkhZ>$M8OOU|EQ0gtCB1CzNR_JK=6Sya=3>wv~uAQ
zZiSWygJI<|VxUnj;!_;L9)%NUU0U`yF>;g)giNNy+M~zvqv(+j<X?Hld8RuhA7?x^
zSKzs;?D@AP=!@)@`kT1GPT|e}^?oGV87n3JR+yJ0wu=MFi-_aZt32pej+u;xF@(sH
z$(m3M;eOaWbKp-80)|O)4WUw)P7fx1ltvK=j8fP2^$eW1I->y)nT)8K$zX897@HAm
zU6*VS@Xsq<A9kJN3PNW3-Jl`_vS!n-US%-cKZ*oSzj~`d4#(H^7ZbxiarQUX#=OMH
ziC-LxyE1VGkIIfc4-eM^#59{uj;FJS^cQbZ>1|f{gyZCx75)3QaGZQ2$Isq!S0>`s
zMrPZh_1-B!cm92j#mM7A2_DR@ObQBY*Qbz1Ir=En3yQ>*^=eq~x{)1GF-zt9=v-W3
z@cj1mty|Zw+`N4)QX>3_L_f<Sx14bO?X_@5pPW<%etSF$t1|+GCt<msgys4g!*ZGH
zg^ohpv{|lO@3)43>)))s_NOoZ)qk}1?==3G-~Z$P>5u>OrDy)(-hcm-2fzQ*_kZ}@
z6}dv}e-{xF>v6#m9XIQ`34UtsChi7R?X=`eLHFSNax^|#zKaBb6hUHnYiH}u{_;Me
z*Nnz@DZbKj2iM5TFnAD7PWl0ItTC6WPD{%WB?kQoWjV%7aQ62;ji>nZ=woQjXOev~
z5av{XoR=-Xk4W1_z%CxPWo0HICaY)FD3`-nTq*`SzjoWm`N(k6Kl9^F(3;Ccr849e
zZxLb2>as+oFl9xNT}T<X97Mk2;aV6FVwXhfcoEQn;}icPGL!bMwL>_(dCPt*P8vi1
z=uAh-6l+6|ug2QbjY}402Q!oTl{J;i=%aiX3)_|h#Z0bO*;7jRN^&%r@0C5Le-Jb5
z<ButTSZ#@aXGvLC)ei(7Q{NGjOnpbVGW8vi%+z;eVHMwbc2)HwLbMLQ+=hBixm2?g
zV^VrcBDX(k`x6$Z&)EzHnK_Nbn1P7@WrR>6+#Uk-XqG#Qy_d}A%2YTLfE)Q{gOOow
zB9x*1&w?V!MJ7zD<*Ivat66DQ^~mJY2@-1*oGbhj+-hjXl!+CH3W@~8Kk@mMT6kfj
zm<h)WPIPpMR`MFEL>L=;WdqN!nnRTs+a=dXV!_NBF?P&`cV*2Sn6lV36P1-^-D)MV
zuVZaHD<@Zuvvo3LGK*)|(b(M#Peo~MSqwQ^R`K|0JVqK~*NNbA@ax5KgANO9QFMZ?
z58ZyH?+*{Ah+lBgGsCgTxL4TUW}-|c<SS-jB()WH8%M_eh_tob8<2w9@ejqCWX<pO
z4u(9=fmXKH9wER2Ef&Nu>`@E@k>A)F0E;k^goc8jtyV>7z%{-*AZ}l`?;l(s3A7AY
z7muTbh=C6$B61odBIs-J-;iK@%j;4k2L>i?CNSF^Op*PAB1Is=rWYd2EyY<tm^j2#
zXyN)2biCGy$NR0iW|<-;99IA%7OvCso}^AHMp5AOlni;1c#jr-^~UYQqMQC#JWDmz
zp^sjV3aghX0&KuyMzVm1@0y8=n~CE`JPCcsKn=NGaih8tRg7^j7pXClF;PZ)Mm2NV
zy)YQ`4#uPDamZun)uJenF~}~I#GEbYyv3tYt|A4!wMjZXMWn_s-5>Qjz=Ra@B4FPJ
z9dfRMw|G=GZrlUBM!;M)q>MqhNsuQ@ghmv&Q>*}fjkxL)({Y5vXmLzm!pa*VMkePe
z$VeNxlfC<Xe~R!TUGI`{kGteeMigAcyF?su2@(Gg05(A2#=t|O^61dRnZRrJ#_j1q
zC|tb@gHbr?pLh>oR6T>2;zlAIiBA-CSg=n7<~soeY%~Qv`a`E)kE!lMqE9Rt3bcY%
zbScs<U-Cv{?-KPEL>~r&FzDY8!Vg*NGdL+y3jJ@0fG78ZVGjXT5GG}aig?<l<v$t*
z6yd~!D1n7NVI{Qsm%MNUID|RTh@`Lak?UeRrL~K|EF<p{U%Qv8Y%17h#iwe2JjG1m
zE*G??6V_79@QXDQU+OTeV$bPfRH2xaGiG6|*kn8Qh!Y*{aO*t0<C-d@IDh&nS}PE&
z#8D*0M%`o;T;B(BbMiFHFouBdU6@Vzy6}?se@>7jYhQ$H6)zw~zX|o()DL@~O-Eoa
z1|j!$He`JLeMm!-wBgfKUG&)O5n^MPXE->3ScyguQ(^JNnuU`K&{*S$&c1_bDJ%<%
zD^^=gzpxc!57Q@|j{<wSS*Bi)MnC{T5Os!;e#Y5?p3!GEvM6Vz*yhZR7Sh_vlNME8
z+`fu6m(4pOfUb7|tso+>Wv|sopA+hNc=?LK^ExB!J;M=gEGz&L-U1{_<S$^n3=R&l
z@Oj`8M0~<N;f?woPsprre4v@AuuX~WPwX3`J^y^}165StI-}-$oE-y9lcnr=Pn<`+
zKr_N&W5!sZra?rzt@hAnY{R*yp+T|mpmHYYFGtQ_p7dKrlVxT$^uWS`JjQ6$AV;#H
zH^bj{@ffh#oaa^O_{%V*^B)75=YY{vC!2TEHy62gM8Rvh0T81g7o$Z{SrvaNn<0iR
zea~RKg*poJxtZM&7$PcM@|YEhgcI{v*UDjq5|y%Ygdx_-xqXQOLHo#Tt(C`LM0zk`
z(VWhErkxFEnkGYM+ogmFC@W8A1tQSpJ;hKF%Q(%qHr>poMYnrlm>$VwvE``G5gTLH
zUi|RE=EcHNYQFHrVvfUb83QgWM6ZLCH3;DNm6ERkiADUiyi1FYzi#?5$H;36fAAh<
zCgHKSA+yy7+&p&4UQrl6-AYWCQ}JasGjpF!d+np`!=QactX^lCCOEn!3h>7T>H6(C
zwwz>K=fab38pS*Y^R8bZA-zt#ml1awch3U1$b7rIa0)tgN~(<`ZLm~)o(5Io>D#*c
z6ps;15P=*?ttkM`vK}1C;8E$3z(m!`@zFtL6W7)1{MMFRI)SPB-HcFUSLQ~f1+QKJ
zvW3L2UML+m<{u$+$`Zv|SF~3P&EYZ-FAG7TV9aatQ)`Q5{po_xYT>LGhBAt1eP@AG
z>Orj^72XB#>9;DhwcKf$5nsO0)*?Iv*^vNCw26O*-l+&)Nl~POTCgg&b=j0l6zL=!
z5?8`s*+g={&NyO8_Ip|Y$YEHSj0eL$B0(Z>XJuo3v$Nh@Ylt@8Ar+Cbk?$GjoC-VL
zz`A>YfW!zuMZ+j<f{|@o)K2ly6}qi`g`qHoxf{ujP9~{RIzcrW`3JCgYcXg1#f_K~
zVtag>MUG6~7Sts0FCywl$%!!^mq0DATEe@;`t>Bj%H(j`qG&kFw!kj22rC;~xAty8
zn8!CFu5=rASP*wo$^F59VQgD}@E=P>gp8~5!rol5PzvvKk9b=sxVC=9VjVn%L<RF-
zj?DEb--nN5lmp3)FBorUcECBK9dcwBbQk4}Xb7g&G%%9cw89g8lioRwQ4`FejSgbc
zBO2wVzt~x!F^QUvqxfciOM0Go*B2juc>vaYa^`lNk5i-ONtY1<$mFso?qTt9o9Fjw
zQP~LZVg_tjsBdB}Pce<zGPb~Py8~F-Ihnm8^f{L6M1{do4;YmBORJdeHkQLh%;sUH
z+Ir$P_QY-MYjhh+TRoBZL#_+&Us~T>`JI1!<{9tHf9>D?=l|ckXMX3+^6Hy!{O$ky
z{qRr!=%>H=&fisRZ2j`MIDjpJjwh~KIb5{_H#~-8COEtNVzv{RDH}|3DT8$K5xbNX
z6b#rM$qX@pbn*I{oWERLyQJP(`y2BbvpRoS#8FSYw#fJ8Tj{mM4J)|MRw0iqC;(v}
z%uU4O{#u&pdG$_YYD(#zsxjF#Gab-4k$u%o%`@sNxqAX4tvZqnxiy|z$83<4@rWh|
zcQ^9Pqz^MPOZ2huJiC_#)m)IL#rB;$YAlv4CbispA>G1=$YCE?muM~$@~N;`QKD34
zpRzh*za_z$y%y5UYh)cqT!B#1s85c=E6T7!x8^V``;GCIfj=4EdF=IShPkJ(kY!kN
z+2Ae6c$bZNisddFZEm(38;-}!1Q*8j%m9}e-a^h!-Xb%Wwv<p5LB<E6cd>GzT#iiR
zbg>JYi*%M{qh_&SbTrMfT1`naDapvv?2*ktB0DFsdF-$gAx*R9n$Jeh*-YzpU9;GJ
zG$wk#Vs=nJFJSSJu5rJ$IE<QQ)FQDi#6;@R5OjBegJ(CI`eLyy#H^=^82Tiz)3VKs
zYJY*$^SrruO^Q3{;&Bgrih)U=UpxxBbqlLU-oPUH{aa;oWmhqB2^a+ZQUF#ey=gFV
zy;5tmf=0Ww&N%=!Li7&LXS8K1A*oFkx+!WiJ2PEgyD!<@%<jl;C0lPvh*CC{5;Sh`
zC7);fl|*MuK{BbC6vhdYQ}Bc1$?-TuVAOtla=!x0Wae>Osc&wyyPc-oTHK&iCnfUN
za3?$V$6-)`8)d&o0ZHzIgHA!oAK5LuEULYFn_u9nTRN;L%tt^9s_$A_scwzOqX#k+
zd8w4Iv22X*+1kA9hlkrE5?s)=RSjLfw%sv*&q@P#9WU6p1IqVPTCIxSQ?_dH$=CT@
z$bXzh3Cp3xtRf2$k_WeyTQCyHEha}{5&UOheB0LdD-_eJV3U~$-?FuMJ?P6c6?xZK
z7QP=OwO8GSm*Y{vZn|N8C%J9-`xk8538|IuXq2lr1Nhp9hm)XJl&kXK{$b(>a1ma?
zF>pkiJWKm<`7XMvyJ7vlt><&@CN4OwFt<j-D}&?7Nx|WE!D(Ii^9-{CLf##Dq&Ry#
z9wEnooYqtFx%@j*E{%@U&myPf2~6P;;s3;7)-SX_^y(|MdIkTidw2X%f8=fZaA6xw
zCP)r>Ob;%#<%4Q(^ogkX#^Lk<oO=exEo2ak@<xi%cVd{9yzA2kK+M4fko@y1eJLY$
zv9P-;BM+ncdQK*FEF%x2dU_^$dKzbM_Mu#m!or7gL5ineLoUc?(X42gOcCYGluC69
z`xlzI8jsarE|09INZuLo?`D1sDVZai`LV@}oG(&@sosP_8X$r{oIwZh0rV#$2wuC0
zo<fIW3W0#<xMOz^Vg*4^&`nZc@E$#N!PaXErQ&;ses~0CLM^8IF)#`wWh5>oYihj#
zQWta(b7XYC*P+IJ?|Aee7<Z?APdlEM5dabok)DO&1p?$X74eb=)pFTN)&zl;D4YwT
z)gW>V1<hd%pgDxQ>2*}Vr80uJPX~wr6JiL$5W$uZv1OLdLl8<?Vi>{W;CM8qh)v}H
z$MiAMT#C3Y3;;265Cn@2Ao@rBg-!!ua6;TPyhFSTy|6tFkXE%!oezcxS3&hi&P;wo
zAwklughEjrE_q+kKLpwBg@+6qKc9!_IVqHhR^e~g5fMPyFm(br`}WZv%7QYUw%JTF
zM8QKWW<<hTDnB^vwGY`0_7T{|zmEzOJOcr6JSYHRL0|qTKi_>)6)WJKy%Pkj96*J9
z6XC3Gb6!HgKF(=!v0!_XJ6y@(;$=Op8n>l|-asDNiQd|eZT-}3eG%zr<i#987k;i=
z=pkt#M*u65nKO}K$VdzzIrN+UE0;%Vs>W}cNZGzTwHVg8->rN(9970aXFBZo!wG`=
z)1E|uedVbso~!W(RAUG|;b;gUO}~Q6sNbomgif-xIseLBYVHQSrudL@IFJAlADkkd
zLgwk{BWEquw~QlTjt&d~{!t%=Kpr4DFni2^#W9IhP{0|^6Gr+SLU@WNlmo(3^4w)2
zRP-c#ku9GgB{xl{X$F6m9zV|MQ6$;az2`+AU%w(=k=3m}jvhEB;e9Mw^+i><P0`Fn
zm6xNZ`~)SzUsVNHN8^Eyv-wblXoxW3irgOwOfRVlH%CZIH*JaMKUB}@4H}HEQQ$%l
z*k@l<9>eci!64h~wFRR0tPu3>!7+m&leGWT3b`}olGDIe#ZINFA~Ao@iuo3JMRi0_
zs~r#2lW*vYb#I%=$fvm|yk6-}hpo}W3U<3*dxAjiLBAu1VBSv1y+TW7Lks#e--S?m
zTAin;DY;I$(uA#iodQ*Cy_F_|>o{!Rl`;R@qSR)PKa&^cWwt7p{r;qiBX)K2kkT*F
z=T%<7LQ^CajmIakqBle>u`*+&@0g|c4k<0@I0p2d73dzWD*YIwXsk0H9a9L%SgGg$
z?g9N#tmtjt1YHpjfs*7VF@W#S0EBRIH3vu_>0|4-7yNRHV4yL8w>T2q`NU=vD@TM|
z?BmN(d4+Hx;9Uzh8QLLY@UL<BAzQk!GBFhV2I$8J>H}Vrsbj|XSRB@SFjV5-f_OVT
z*d7vk(B3DYaYO30V{LwD!73={wc-QPuvF;CE$&`w)%Vk?#@l(<0&E>M!H>M`Uc%ss
zX~eYf5sA0Pmka)V;^Xqf$K`AEak0KW=<UN5tnxME{oxyb=b!(Rcf;o&Z0!7{-~9)_
z|DXKsfBXHv_6Pf=e|+mt{_=;rtH1tB#lO}si*PD=TyQ*wjv8XjpHP;=?M86+8^33D
zZn4QI?OrX?;K82bsJIZ<a7kg7s5YA1#kpjqT3n<{wbRAA1VItA(TYXb?m5eM3Bz16
zUP3URoR^U>r>vK7@Zp$O=u4Qg1-}GUNcfxR*VK?D)}&Smd8JIPmZ^)fI~m!PTS%mN
zd@`m4ak{@%eifQMNm;6(J2kHpyT~LZM1wkDHpy337O#vnU_7XPs9&v=Svt+R`tZ}L
zanVW#)UI8rfU!%M3vBF4mZOSsK})L_zpkah8ke^W!1z_p5nQ|2rPZ)p^U}bhOP#zl
zxj`pg0n=)mSDQ4*_zfow*0}yzE{o1}jjN+`E&FZIxq8;MGCv}9?Q^c`J}(Iu(6p9j
zucPJUlz92n>&e;q^5GFmcEdLlT@tzUYCIUZ{Ds3<RE8{g(T}EHf`oce2@krga`TZl
z5c|QB^HG8s@k>LufvkFzIzg0Z=r*cI&=-{;L!bP?Q}ji@G;}OUUsOU_`ULKE9Uc7Y
zKzDNfKJMa1FNC-^Xnv(I86%X-6a$^q{bVi!k~#r2;XS4ozKEZc$mTe}IY}HV1)z+!
z#<bdyV;_3(LLOly3PV+fNMu#v8C4<=RBQNh?r3Rv$Wi0;k%<6iW51(NgdpEU!XB1T
zf(~M8Bo5nEVFXbfjSrUb;%-xH=H&;yqu%l^vJ63oFd8nyXYohadV<O-LV+WZ5HN{^
z7A&6y{Ku46qe)=01`R~hVE7Y!Nz<9J5!M^~2yJc1c-Tg3Hbj&GDN?}E5X?IFVvugn
znoP5XX>^T`vIx+vtA*Wjo*Kjv+d4BCt?(cAwl0e_Rh9~r$iUJQnb|5b6wXB{Z_o4-
zo@w0PFnS0TXr9)Xr9hqv&_NyNh3Ces`D?)pHFqV=f;4wsZuObF8nYwJQ%f2==Bbmr
z5ox(VYtVFk70g5%%nV;?4}?do7f=7Bfv}t`xPKUrVn2XJ_uV#1k<rCW%wd$$59TVn
zhA&98^byhxMXA>e&{*yvqm2JxWUNa>wQ7_S#sH2Xsu<x786-o59&w7OYZzc`m@IRL
zcp35S(lYAuWo5Lf{b0yf@PKs}PVEA@nPngmy_Ts?LmGW$qgexfF`D%#rAh>ZZ%fEP
zh)i}VpO4A0f3x}%!}Fb81~D4ZkwC*>&$^+q&1jHJhXZ2(>bvp6kuV}gLX@(H+>dQK
zRKj3=xpPWUn*9oorB>oJD800<`3E}7XUS8*%n~3QN?d(20V7L+Oi=9F{ZS^Auq4QY
zyJNL1$W;yR;~vioIx}S2fawj<yG>ah<Z4Tq6)XTnloZ9FJAvj~Ox;ObXxR&R7SW`h
z*u<Ghuv!2BgDUw0%f4RS;ENtN7nWXXCf<d^rc(YD^TEIB>>TXkYv}ILpNdWMy<Zf@
zh4|eso)~w}=JWxx``f#F^k-s^`P$!H4BJ@!?A`tN)2WX8*e@0@He#Xt`+SjOK{-}*
z-}*<2d{O-Tt@5ciOj*Bnmw2bhmQwd$D&@$4A&p<juJkM!5ky#C7iVsyDS<Q&;*`o}
z)0ftgJm@SL!7)95R4eXwF6|2p%UCj4AfKhDqIz%Z7aF*wqe<j<sdc(*5`&xqm;5f7
z-tiJ?p0Sd3(g#LDB@Kiu&+f2<O!zCuV~!XB?u?S!=Y*~%_fSszcgLM^r_vryhKNW2
z;cIoZQV&*|t#)HWbUGVCjgCb6%4iJx!T@+xLO$ZR)0+F4wC#L}Wn|y=kE^$N9fi!j
z-6R}u#&K6EPjy>bT9!)gO=O_r6zm0)xqD&5p@xKikv@EBqnzbiDN#N@2rhL74|)^I
zBqAQZu;U|Vc;EZdKNxC(0%Vo+zjVx2JJ?T^@R<2pv1}!*wPhQFD8yGW2o>hY1-_`T
zROoaqN2+loCWoinAQ-d|I*<Iq7#`%O#xrtogKHi6iot$z*2?;6;s)6UI8`z$*phz=
zvQhHf3%rl7zl}0ohV?W1ygjpGq$o}RfHx+7m6j{n>4=Bwj~Y_-<Qw`T33;*7g<H-8
ze>|)p{rsZs(lw_V=^-QE2)y5tj1r79WM)$ClEMZYjCacJQS&S`Er;Z&$UR~hhvJ{p
z5!0dpg}vw?tLc}Rp5KNS=s|FEbWk01;#i-U**-C|{Tj_|)81~1^}Ub(`oSkZ{@*@)
z>JR?a|KNZ9E8#!;cmL|qpC0#q_Uga?TYvBR-~0W)^G~nFnb`dOxERPTf{rJqtT{|s
z1sgnuV<xuZ)0gc=wlnAIBokX4<n8vgi#c0KOGn+-(DN?u?G&+rG|roLn@9baYPV3N
zgGs6(qTSX|d*LMo+Q%&z;hDqHbleW$;!B|!5LDs>kq-P0#M)MkQQV$HinH-I$C<c{
zVV0rBt+oj2G$t-jB6_%Xof20bQJ~!}K)F>t6i2C)`5JCI`=NfKVgRbo)hZ9;yrySm
z$8*>lF=75nbz_NwYOqrdo=dG{omq@zsJ4=HYsO*kS54x7*;QPbd82pM9VBDYB>juP
zwh$@*VhM4Uv8D`?UAphAJ4nYIlk8ugpFONneP@k93bk>G{^D>(()`aB)&IC8|B)eH
z1iyZ(B=}O$QXr_Uc7djgFS~BbTPu8~qw6(fnCq3Gv!brA>MBk0^=D95NvBGsHx9$Y
z79{~+BTL0feYLgO>DGLCNs#oqh`ZBBkoYp1lVAydB{j*y<`fzdnwCTO>Uh{0U>q6{
z_^<e_`kLQZ5oDwkDMBThXJ8T4Avq$YIhQge5?k=k3*3vOdRIWXw_vULhJj9<QxsJW
zl&7PJmF`XaNdR~FIU1Njp>XjpQnVW%NLO+0kK3?2gv68%jfjH=`TJndn@ob>l4iOa
zYg7Jwfxeu>0uj@74qwz)71Qn<v_?Y6Wkj!2G3~TScV*NU0b|M#{j0BMfrEX@cqY1R
z#MM*L_BfdF?*+^GS#)lhvtLS(x%V?G$70I;@J<*^JBaMVSk@a(ndDgpLzD4i&;HT=
zA)>?`BNze&MuXN4;ocyxhM8io?H#A1SQ5d_C`1}W+GW2*QS44AN?V99BoKJp+D1?|
zghzuZ+k3_;c<-WjJcSJ0+NN?xESGN#Ib3_x36>DgE%448c&gK3k9=v)Gcmlq?CyE5
zJ01<nF$#!qF+g@YAf|^pz(Xj!8A{9M03&K2lm5rr-<x!<1;g{`{}zS%gPAr9_lElf
z6aR<a;pl;PGMXYd-p~tsgJ~ZN*Bg)e{g6WC`FMtaC77X(*Xaf5J%+v<YeV$^?)i)5
z@+Y5s;vpm*!{B}F$s+GUZOLnXD6e)GFM51q18v@c_wgtAr}Bw+;Y;W!5I^rj15L>A
zP+pj^cj4#LaN<=N`VYMXG`~q`{+z-=Lr3j=><y0iaCobAR!VN89_%D9@cs%wMJ1?3
z3j*73)|P5Zjivh1>e3qit}Zo~>VJ+0-HT5un86!hbAi<%McuP9AMTobhXfb0a8^mo
zZ!)3;P2@$1Rx;%-<I4Dq#i8y3jQBIQLLwq{MlIVGjAB$tp$$m#`e?iaZB&^t6Ie`E
z@jL!80xUgJUbXZ*#<jZ|+wR8rR`M_Lg~Y^Jc%Ybg;1T;daNl@3WH^A}9$Vjp=>mi%
zEE0XNOPt9$eV4I%IwS5w!xtOK_&y~muIeqHCns-gY8}2KU_<Knx|1>~3}^S8*rpCX
zza$pTC34_qu`&~RO*W5io|geGG1ofbirLwAgm5(@uSJ^<sAKyejEh4GnWcJaaM{d`
z7*;)O-V=J?sD1AN!^ah(2x=<cKNJ{~y-}2x^C5ph8GbzCrL{bG(3Wqx=<6r)ohJAR
z$;l8G)H7cdyI*d5e(2$kVi4MUQh3gd)5OdZ2Ypl_^i@O^#RkJ#F<FXjcDr%}QG+qp
zjoWIYt7Cg>;=fh=*TAN?wzO*9=(OEoX2%o9kY{-B<)H*;UwQnM$E8w%<7(DfQ#AMZ
z>XNnCjpEc;de!6;#4z<`pzK%7A~>4K3)|~v$+fG!VQ&)1(UyO;OPqZ4&HR;pHKIX&
zuks}V)^e9E5*g!E-l<HFJ78X^gMQlp!I7c@|2B%mCjsW|j?_eJO6oG<1i`Y1H=($<
z+&UrOf-&|YuB3jB4(EVBReDjQM!}yIIpVmET57cAfW(lW9!&ZKDDD)1(yf8CHS{by
z^bUFtISmr6x|T4!iUz}`jn`lo3P!axe5BSB>sLwtbN%4JZ=Y0XNC0TYd^~rP6+XsM
zAD<(-E4&Y)pW>!fI<vpN*=UM~FYE)3pIdL-mb~|T^zg2HR^~vp`bI-kJ%=X;0fCAK
z>d#}dI;9Nal?uITE8|HB--Phv%I@Z_AogYEcG?LL!J1O#s94~tFGasdK4R++bSRc(
z2-Po5u*KPzEl$S1)>x}TGLVcgPVdv<anQy?lY!6f;pt<{z6kQF*h&VaEHj!J(}_+#
z%b!f8MfW-OTYH(jz#qf~H=_Du!={oOjF(7!BJ=*1?32ZS(XOA&RGC~?4hM);(LM~?
zN5sY~-Y<K1kR&kr$c~myhm%2ab7v-gI62{nSQV@XGLDWu3ej^6w1SK?y$N4H&k+<`
zKr+}ZJx~>1;uTDKg&7vB#om%s1s_$*c+Vsg&TB>geka5-BcF2oq0I#)_H`Ilc|5+!
zj>E1PuMwjIM4&2W>+6QzKZE{X?G<KpRr>+{V4vs35rQT5#S?StU*4ls&%xbW*DeRc
z_Tgi^89&cDU>+tU2b{ay8}6|z$D-5f&to(9^0;g4u38M^nfS)f%7cRF%S*A-!!7ar
zk)0jnNiAdR&fJyHj60LCoxEM0VP|c=ZDQ{e+opBHetOay2y0Y%z<$bpEf9lKI%8-1
zv%83j{}?m7B3t&u`1{x}wcKNpnA)Jazz?}-GFXtVb;<m74!N43e?n;aWSC4Q&UYac
z=K;oh$&JPbL|H=1VV#NBZ42tHusku1eqtK^HJV0?B|`@au4b1nWAC3_`rCi`PlEsK
z5C6vBdiekR@x#`?@O#hyzyH<pGk@XkKm40N`fDHl{&$rlpW<BO%OcE>9~T^tp=qxe
z>nD`uFw_>D{pQ3LMwF~ZVVY~RlpZskxz#wDS-Dv4mlMsGMP5RyX|jvOg*CEYrYVAq
z;}@O`N5^3=)NQTrq}vqChC*JTfr5um4kHBu=W%_DS}Q~t7HPIXSmRpmc}y1wUq15%
zs=-HQfp!dpG})FRYH~qF4TMlfRn)LS$745ckPvwc9H@@n$bm|tXwz{%n9=>Q@HGis
z9O(?5%^srG!O>E~o!9<>ki=$Ms-vZ)L_Qk`LTD(T1wR+DgCJaqwh&bKbuhkVICvON
z-nh=UDcWkHmVdJK)&wWfrn9kbuaLu1f*Q!;Xx;ii*q<aaicUs?*#tE?hv@`WPhwL!
zL8kcx)!;Lv_he2x3PKv+o(tGg5SoS9QxKwv4YLd@2wL*h+{P6WS)zf31juJ(LA8F<
zYG^?vyss2d*4%8P-IImCjoFw%Cl?&R*-AhAa03CWuNN1omMyMcYy-c0Wou{m3VfT{
zFC)%8$+;1*g4BdjTZmTd;n0GBwJg9eb;I~9Q9NS~!GjnZrSwCC;4zQWAb5!6GzcC7
zISrzg5NA>mLP2>cTJp?CgFwW!42acCh-S5!fg`Ikn>gIF7}RN`vT)YP&Uw0f9{0)f
zy#9!5dN0~s@k~=<9@JU$!kdi=tU77ft=OL`8})=@xgD}%(>pJr2D7P2C?h>+LXohl
zq3C|LD3d&Xv@OEqb)E(r3E3&Iv+0MY+LAG*34kI_C)&c8Wx5dzr_6LPRQOr+S8_4j
zWUhp3OHqlkVBxNY2>&g-4Qq`EO4zM1uS4#QSdR)J&_n^2Gph(U+Nem6kHqjx<m(ZP
zv|i!ui^lnSGb2-PR##<YYO|Xj%!K@kPsUOe(#;xSN;RVt*6CU2Q%kH;nuXb5rOJeb
zA({;}$~1qxJqD4$kIa}vO~5|3QEn&#YZA-TyU{}qM)o8Mj_LLZ1)u&|FHi^ei|J}$
z=^@b17<#bh=GZGrh{d8wjogdaw62M1-H0HByn)5sM<zj7tigCc;88;7m?NfMMKoEO
zLHi7`qJ*howb_`ee(^`sq4~hvDabNJ?L-VP-$W3xQK0#_o3Lux9OB3dAwH<l??`8l
zX^;-X5a(zRlR@-@Df$`Y3Y#zlQHvE;42*C|78AP}hhydid`WX$crn#9AWVNq?h?Tm
zk$)={@78D%RK2TYD344;FkmHPK$feXnf$g#_k%G!MJ^Jos~l*#wz3}QFHJMg#`Tf1
zTD-COxFU^bBZC6gE2lNeSD-d0WI~cY`;l1#v+^S^5aL{YpZ?@yI)%uMTJSOj=DCR3
z?T6T$nWkyrkB{IY!VCu4gSlrTZX3W5&Tav$F`=1fAm*@Aca(yjmFJr@R)vs=u+<c-
zItpDa%;~(?mV1k(X{hKnb(yd8Xx`%U$W+)-F?WfgI0F0yy`nFF(owT1=PzbRha36?
zEo5ed`Z{es3Jf%ju{O#KgA?21xDpMHQnyBr;=^e_pG5H7I*N~!Fg8DRO6r#)ZIRTI
zo<@*!@$_xo0UM8}#}p)hQiKSAvlI~h_(<jkU!H{rz%oDe%c=xl;g6!m3x4~V-XPN_
zEQbi>5fF)@4a7dIZ!RZ0!~WVFD726XbD>#Ctb_$ouszRs*rOv{n-gU$EW*}2=vdr>
z7`I)S8zBW45J(q*EQ)~O9<gH9*_(%ch=)E{JjS{B?pqb?z%Zc67p_=y#2`~k@`l#7
z;J2cqGJ+kD`~#s25b(g4j4J&y$UYzz@ZdFZ^;IDc)>k(qFP6xbhfKhjO+mEfzlg_`
zItvZZY;Odz6=jw~Br-#UsLGpo%S;9ji9A+sqtV`MHX{lRYg(%RNFxzv4w&px>gY(I
zgyE3ISzVWK$&q;_M8;pqU&-MhvihCYU3)JxI+xw2(>OA6JJ{2f?wvy^I1@*^SfN%x
zOm;g~TzdDQ?}rDY2NfZ`tH8T*96H22h$DJ~6b>ZQg<6CiCc_hmg=JvezhW<izvnjG
z=*jJ}Gi}4IvvtC7^n1f2idhR!O&*bf`Sc6tOmEN&$?x1l?iXen?vv9$TvQR^7H;dq
z(S*E2AB-t_!;l;~h3LcUO~Rnxt;Q(#TI>E=yXpI#%{3p<JA&2Cl}0<L*VpTQYhx`~
zQ6}55iqTJbr29gD!Qp6xbDVZALr=8x(lY(5R@tA28_j#o)ygP*Scwi)%ke4w+44;u
z(rkGrxF7UK$H91co2N&)*&7D?qftLx-rM;!T;BEDxA%U%8g`DBr{S2I5VU^l2sOeT
z%{!uE5Ed|wjUWGcoUX^C(c~}E9P%JdZnG%2`sc3i#V1%U>{D{pJk^mAQ%-lgy@=n8
zZ*oqzi?Rn~%>8L6SdN<btw+PhvGb)Ii8FU6VfE1HQ}T~5MA65UFZ)ZC>C!zg#a9ES
z;2iq>d)R=!>fIQUH>ltLs<%Hnz7BJyelWg=ZRy7Cd+q)xMEnPV<Wd17$l^AG=YoNU
zu9BRP{VBW@?)}EfeyrUOli(>-_dUu}8LRM<)Cx?T607lRMvbKLxdX5Ed($B~vTsv>
z_u)Yd&21+%Uk3isS3S5JV<-OVtANH@{TN^NC+))++UrheZ`}T>cjaL_U|A#Yg%ePD
z8`8gSfAk=R?^*$Th(URrfbMPqbnxL4%CVbdxJ`5i2$K>cbiV-R77!l=of|_4pqNK@
z|K#>?_X~d<!@ajC+<W`GG1PYopysb)yr95cldIxY9m9KTUc7gD!{N*zyD_cFT?Vzg
zQ-nOn$~AWjS0=lII1l$aqbV@lMV!-!gH3d9tgwyf=dfDP7Q$D(%h0ggLpIm_V2quQ
zx!%S|{laNnlW{YR{?=qP=(WMuCo$|doUmWHkGuldf)5dSqH|9$@$KPdzjJjbhH%RX
zA;@ii)!RE6wrPXeL$>duFowvDpEx4y;=zz!1~+c+`a`G`#y7&d)8TM-6Lj0H6jrv`
zj;F^Hg*Zl~+x8OS8wvWh{bO!Ciuhza+<bg{$wTR0?||Nz7)tSq4DU?hTZ$XYYj4?Z
ze;OVlsuD*TpB}e)*3f}C5*p9EaMNF)+h5^*GaBCO4Z9=prcbYMBX5PPc`NMXt?=b+
zg*B&DLX*fQ(j0&d=gQcsE%lpD^>OmLcVlCg^mX^zwdP#a8}+%WH&=^RrzlVNzO?k+
zZRB}%Tj%rCxAi_xeOvcGahf}5z3Gj~|5*6v4T<G2yyvqQ%RRr-k%^Mtw3gOnqz!v<
zL&`er#m!Z*_AO0^(^g8;C{1e`#c55WIIU@1M^c(bX<E}LPHP&)s%guh47Il3njLW}
zR*ff=tJV|BRr9aU;vbD=$1O858mp$QrK(|TscP0z`Y>wOGA1Zh4cm)V%l2Z`^s8Er
z+k@kW?ZX4v-`8e~RHK$M)uN?LHTRN+Q*R5N)%;?Ng+|X+L-7LDO1wZdF*}%al#`vB
z9S$m0&Do1pqxNFe^lUN7^8(rSEcdZu)p$a=YCWM`HGfkMVybijn_V0C-tGQq7_jfO
z{k4zwhW>GQIGV&xeY{H{bNIi9h*g-MZf~qYwS2&u{Cw%&y?Y&h{Gd0y$3lYK>vryi
z!Q>v9z0k#1>}l_C0{N9N=qz<k;L6o&-|LS?N7G{gl=w$VUefi*v+_z=@8z&{zf!AF
zxad}Ub$xxcCYnktP^3r{r-7nWdY*@)7Nx%<{yxhRDePUAvYt{Y6K}i<PqqaVRUDMZ
zs`X4f)_NjM86o4hF?W1PRio!SeCCRvG^>6`j#~8!EU~rhbD5n^sQIEoc(p(BqexYm
z`0N#5QRt+6PR7S_nBU~e(Tv?hFi7`dwAPC#-}O&gQcUPTpS|MCs>^rTE!~&mTnCJa
zb)(t38ysAD7%le9c}b}GyrL30PTU93RxN6QOB3C(CDe@OovAmfmv^__aVA&h$@*w}
z5NN-+4I$&8_f?K5&&2VD8du&3X}aL8<4%7%f_N!Vll^aT^d^G0V$?(YIF*5zcpI7g
zmWAS-SQDQPr|qMDumk%}NMqbP;)LgivBqxslj+#+7wDEFCZ6{+;xQ>}cJEgPhByP>
z8TH}rJm}@wWioNR78|y^6u8j63u)EkWqbSMU=GxJ^&iEkCIto7#vO_$I_w~<iXN;m
zlaF&?i{1nKFdxkEg0olD);OWdfBr~EpfyUGD)(u%S6tp1wWpL#mc8t%#QIlweEG0?
zxyMGo7Y6ioAGw5&a*R$v%ymbC#-pPk9*QfID~cmuawChpOeRu*>2P8wg4S_hcZ2ak
zum`<{JBt*=>{#v2m0#b#cW39yorMz=$Lvbb7|OYadsC^pcbKn&m{(G`M;tNWAwgSQ
zb*t0an@Zac2a1ZKPFo5wlD6+|-}`*;auiNyu634<yx~4lS9`6|&~LXRBa2MB=D=QY
zC+ynxjysDN!n^5C%$?COB?JL$ZI58(<xbe#ZLGT!`8hOru>U|*Vm*<0=5)^4!ux3i
zj!%v!qw3a`J@*mIh3`Uk<9A@((a!OP&x_K5-n-kY3+;b|&!O?X>st$LJi?du+T98I
z6MxU2ROJ_U8j7Gz+mfzOt_+;ba6JgCJH62{(zhaaMh=#k1AE$w#k}=ZVcgJb=QtV`
zMcqtUGjWn&WHCO8g=)>*Q08kOZLnkHZNnU7kJ4SaGuIs0)Aq?2Vemx^#`LzxcXFJw
zg&Yj=X+H?^tbn4Z(@uJ^F(V;n4(>0AImi4LIQq|lz2?3uZ{ezmYot5V7sj2VKc7u;
zvCYTsb70T0QuYpmZZ{Z1EQ`CY`<Tty!q42NbMKeqN&QB61Hl_;%g7_dT0kpl2h`XK
zr6C+16p$Ov-A3B+K1SrepF?m^2ya>?wux0Q<Bk9eSQt|V58XMg5Z=`kKI6o&3(M{4
zWNX-Ak~ypecbeuw|C3D83fw*OBmFRijNM+?u5L{qB6%jxIqt)f8|P26h}hv4&RG9B
z-hl<MW>S6y@y<w!l4GmPjWg}t&8FlknFrh+cY^WF(LtU!T|vxgcRo%K>49M%>&_y1
zQD)BNO@Gkp_<BAx2f0=OtZCOTHWs_k=Jl^UL|~(Kj)Qj*w3*c3;^x{~j<`jP$t>2)
z$-EUjpfD;q)^1*uA7t$yw?;d?`!WHy!!YDSm^l@Z4lc(a6u_FvM|Z}fgRwujLv}{)
z%e4sFw099(DX=Qo>K_D1tnE%nexzyV22RGPJAwU9h!xw*p@c7lH%%bLh+&>#?!%D_
zU)nuKm^pCuK!KNBVccm~XOpOhldHX;-*F$DqNttwLf*Ch7*x8`R2X-fD#aKlEb!b0
z8O4#Otw)2bFJyK=hrKsH(zL~h0U33<r4966*GJ<8E%HRXX$L;7QZAFF+&I&YdKwW0
z?id9zr>#bfAl#yZ;Q{OvbIejv)Q*FiOL?0cXEo*Ia%cM0SN$NYZr$F#S6`{u?$vW>
zN{S&)J99{KF89Wh!;VTk?69H>U`;y#N<y|rh&SiH`Q}BLI+tQ<nEW6I4Y_fqZH96j
zc6z~ef1Kmhm>;PNH|>lLw*ATO2%$pUC#4u-rw%~1d6Y+-lOL%IUtgIb%s_1;hh;+n
ztmhqek*mEhil&gMrpk%Yg|DxHNAv9KxpAglQ{-B?9z5h<-C48<T9@Jb`Sc*i&XE&i
zn)*PF#izsG!Qmu??DNy1e?QOtd=BiXZ)>ru-t;>sB$4gG-Z#e(6-Di`2krV0we9_K
z>Z>Rr4)48Uh+X)8cS`a<cOK4-(`7Tf_1P4P(i{_%AF0dQgLo-C_7V2TeK?AsO}%6Y
z#=Q-5+yg|3$TKK~@VboTUBA^rY%BLs$&b`!#q9;d&Mtz2?!p}|hZdnIY8Ou5n|9z2
z=RPpGak?Be_eT%%uxwtGE~kjk>zBv9P9DSk0$9_y3LD56Q7fujEfQKRh*j-K)8<gs
z==WijwHUsz;!N9jWQ78DJ4Mi@y_*y%2(2<5<3`@jv2cqaPGfIL4hbf6@JL>iE~9vL
zG#%6bbC6L4t;-l*n+9PBYnN7@U8ES|G?|Z_9Ok`wJnF-IFvs8&#OyMrpASPHlKnjA
zwIXQKM7oe>K`k0q;gK0U+#Zj@@BzYsxbH88ai<NdBx>)on>U8P9prT0D~LJGRDv5`
z@LUhoy^}#})bF*g+|Og`GY|T-NjHqft6QI6b)UN;XwwGQBxNU{z^Lxj6vUjyfF?mQ
zlAAk8g>k!A+@1C(z2kn4mserjX~$J_r1oH8jVNvI1634t+QlM9QZ5&+LU`9wBvd9b
zpWh%u$*r76vAOW4*<{;%M5|lJ$GFwFPvLwG<gT69Sbn|+(u6_Q(Sz2>edy-Ep1W!;
zuc|q)=N@kyu3*37K4|kbkY?R$oluZRcDnBL&Dlck?%iZcMR)q<Yalmg<We!tg`E$9
zjJESiXVj*oboY881$?9!mtu@0gbH$=2Kv0HWCrgc6e_N~#CKLCeit>~yor$I!-;og
zd^9>*@+b*n1)5H&Ecu~c>|F>5s(<MKnfLlt<p26mV0m5#lg|(W1+oR^b}qxKFe1vO
z=a5`Me%_^AVHcN|k;(FK+9IUO92ui%nMEU#u<Y-J%nBmOyr@MPe^jc8AETMn#wa_c
z*4)qccK1CB>)P?YKxeuLyGlmz7d?4ORx#|MF~?13KoRp15lZBVrrP1Ce;?CY6<EK*
zu#9nUBtVSM1i}|&o*zvo3KI&*LJW_G9nYU4CLh{l;a)j%N?bgM8Yo|Y#H1H?doq7L
z3?Qfdk+)9-0sDuH0*LV?1-n;q()at`ZZJ6<b;2bM36!t`0O@#uKmgu-+)GCEL-mv*
z21Bw+{a^BSVZVm5-F-P&m|DqVrKEUKQE(+QUQ_hkDRNR2<Uo&q6a|%G7hyOm$XjrZ
zh(d|MeQZH>BD`8GtAuzt5zV@VSp;l^42rrE53Umr3vxLgA15ocixzi+(h?wWg&zAR
zUTQ|3S!6huc|)kgW0c(0!k@&;3I-t2ri@~I2u9b2h@QqGf27^=QX*}n*?;NPX5(R`
zU2?UWM#u_BBI6Ebj@1?vry=dm6^kxlL{mr`%2>Tv$b+=kdaP#LYAfwR7ONVaaMRq5
zVwLRv{b^^o7y{#hCpbCHc6B@M8SemmSGkd=$$bT8!|mMx`Fw8OX;Yiwf1Rd0;T}wR
zm?6;tD@}fu<tUZ5RATOD#=SJ{j2*8x>uH@frm@;_g-ROZ#;V#}m2>pha3oIKz+%m^
zAs6c;M@QpZW|}Z7)}rY(o1@LRXKRkZwfUYt4nCV{+i7grB7e#>#V9lFpY>r&(@3%^
zaYOtx4q_GTo?&VGA+KioZ)J96*4ZlU9Kf2exJ6|)GwW%TIbv~d#e8l&nFAGbWXkNp
ztlLlKK;ae?chE_D2e84N@uW%PU|z%G^pf@(WR>)*L)zA282-n3IBoYdE1C`;&JD)B
zGSW_DMuQl6({mzi+>M&bxgl-bf!^+ikjB(nrO00(Z5z-k#195(Bd=APvA}nvFOp%U
zz1XedLqnRLyS8ztNPBZx+m2+>xvNHJ>D)9M^4zpnrj=$>+?u;_Ll~O7*U>zu*%C+-
z(^=Prv`tgiig_5M?aQ)??hBC0u{Oi~w3RL!Fpcb8`aWw9@6?WAw(c@oF$;4SLt)Jp
z+-0x~%k8vRm>jIQm9+~^nmKeDQ_3b1jF(e)xfJtamkFJ<0d^TY!&KL0@Z$EYE?i@p
z;-<cbl1x=ynlVjEUB=pG{pm7lhKZ)j2B4c$x~!U*?PFT+rHPYirI^+WRYTWer_H^r
z5I0(KsS~$JOJil(&aCm6OH1*ablSYgmUN@Nw3Ca3XX10yj?AS)5b4KE71K_P(gw<E
zn3YDQtY|TwN|T{vnK-2lz9Br*Y>?8(H0v0~LTSTdR*RYRxL1ss-K1?3W{ak2Oxi9M
zs~6d?%w-26wMnG2Q{NwtFOr^9Qjb;<bVW*>?S2osRPi`c6!6CsKoKboXG@_rtRfBr
zQc^07l~$KZX=zc^R8col50P<Yl|ri9OFr!>6PZ_4;B{7qNdrWsNM*!|ZbK`{lzg)q
z4_3}}ZjqikhIkLD8l+iHq^x2USrMz9fLUr91znMfNN5X_N06oBtkMQ1EzR^1<fZ#s
z0F>F%&nG=K`jP&KRGvL}4?@i&i2ANJj;hSip+)S#r8J^qq~nCrv>GW+qwy2ZkxN`u
ziRg%m>Y^-~w5aTsKTs}Y5sy&0-n(d6apxp`Z<YU@X;c<(U7qc{EV~RPB2yHL+R>CN
zh~DJE^sBz)(AU-YNr3Gyl-|HvC`}QfIg>SaXvxfshb$!x_1>1$Pe<b=%faVEjE$&2
zi~Se9wi?Z7l4R}QXv{Rsb+w=FR6j+M>p&9bsSZcwwsacNv?w_Htg)xnZG<;Eg3Ne^
z3SKPYA6d2=UT#X8BSzz;`#ZgES7449iI+v}84W2fK@x|_<Rqdgj&+YL9|TtQM_Fd5
zC*n(`^hW8m(l1KCS-M#2mo`eDl{QOvOJ9{<D7{>IrF5=TFa5CeQt4-<*Go4`&y?ON
zwMzF&|9Yub`nYta^n=pBSlTL)ok^wiV(Ej@TcvBIu=IXu2``nM(!UjN>Jk5zwk~HX
zUm|C(XbidCrbGB?cPf<Q8%b{Eo;WWtZwdrurWe>g4BAH^K)$?qq55^kr`S|!<sq{A
zqWm=edq$C_>ObAWJMApW&tR@j6PN}?;0p3(f~++wtrIeLBBT7|R?AL6ZKV7{z#wd3
z$(UYlGd<>^A0Af1Lw~JSPli3)34-G=_+>K0xlRvxN?;X}GGfnm@xGuWa>;1UAb;EC
ztE~Ji7+HSQP@Nu3`pLDQq4?>O6bjBBk4M<KQby$&7%p^1gXA_&hbOJ%(w8Q|;26>7
zg9^s=DCnmU`!pg<PLeS_jnqy-a`E$s2sI45+%F*+>>MJN1eN=};6XCXv(q8W&_Q!D
zh@6L{zfX&Tvq+yJ@;N;f@iz*~qM&*hs<});_BB73^gJ&}+?yh2qo6^)Lf+uJxPZ6{
z3$y^fGDiaHZR#?sR%J2%!s?A-Z}LTSWPNi6U^f_GsfhY-%oOXVwYO$UxBd2EbjZ|@
zb73<M%$lR%ccbdEc-%5hnm@2Wz~J!KXb;wT%6;qmb|?eJLP|){v_(JPnL%+Gdu-6Z
zJA&n$9P;m3fDl}rp32vNHX@=+FpZ<k;Irc?%CGzq=Vwtm+ki@TFB_O86vkec;b?d`
zK>l`tXSTD~5wJjwmo}+_2t?miF=c1FaAOis9}|%q2j<sj28opNqVDW`vKtNfvDb;l
zd6qA3jfQ;|G%RtTaKM9>NSle-rtXBnv@>EyUtiA0EVZBA4disp^3`Wk3i99W;q4_T
znWgn^0C`H-yDz!swV45l(gM!5um=;*{@!7)t60hcgJ=rjp?>k4op3I15ky)@P)E?&
z5!gpqUr}+EQ*>SCY$;q&lpFA?QNPK~QcoPJ&rNb3D}6OYP=-mI9Z}qz!w!XWuaRNs
zhZ?>7W@t_O<0XP^A5f8GjCYga%#=OvB?873k;xPqo2JGvF>|s=@pd7xQM=9B2Z`{8
zKuNHTKJ|CEtJ~W*_V;Jk3+(uK(LLb68BIWF3`r2!-pCq26l$DIg?D^pF_vYoXf&cs
z%ZjAeid)FdmPH0}vt^Mzo3`+Uxh;`OBuEa>#@Nt$Z?PB8mw1oe31IH5=-0M(1D@~E
zVgNKAFn}QPXkmwxGMx9Lu`s}J!9?H@n1bsuA(I+T;wl5<tr30-;xwK&VAQrL$<tWW
z0Mz%iB&ygBB*$1=+A<#`f+Bz^4hI3O?*(1jDJX)1OkPcuM!05rQq{f-Oxi{(^=Y~S
zReN_v#mMX=$<_KK%V(9H8fQtMn5NQ#W>&?fby}h^m0gy0?oeor==Egjj-g(%(6Nt8
z2JM?u<vwm{CZ<BtxIrp27|-iRO|2;j!w$690y@o#+0ot@66mtuAr4b+quM)5g6u@^
zENyyasjh~x;J*r|ki##0bso@0U1ES@=3XR>(-yD}5SPelqo#vtQa8(pP)j5~3)M^5
zLNNj9LNaZV^_G;ROj}}FITC^yAqy-cryFBhhDB(E#MD{l1qKsx-B@Vc_ge_@C~Div
zDFdf0w+y=Ny=Ccyexk8-f)!tp=@^XqNL<3iIMvUj9QH@irkthM(&o(|R8wPV^AZDj
z*c+*l(~c`9R7^>wtw9q`OTMDLR7@D-mzWX_;WiG<B*y2%K_+nmM*aCSAWnpgjeQJp
z;;WShcvV%#lW=rA2|uoU+FX^Fk4GkHd{GeMBx!V)6fREs_q9p%G9-4{;<ncPWVzIt
z3C<TO^1kO;dF5c#M{LJrG|zFc!zsiz$xttGs9#dHq;|UOSj@iq^CBciP}B{1JQLb5
zP4U=kMmg<Z-!eg&>Z$zlXJE4dr?8K)**vlxMYiU?S&+kXGB?YKl7C4;izpbxdw68B
z=L=EU6TW<+Q<E&i{>oRbJ6~oiVe)bAv*6C_Fsz^D+vjA-6Rv&2wFcMb-%Yc*)@T4f
zq+*HqlPM4I%-mOrKUv9R%%8OPGa7Zh*e%i5H<ezDfy5PKZ$uTVyr1k}QTcmXsT7{X
zZ0p~$fas#2x2@%xEa(RofLURXjgpu&$kvi!c<xzRvPFuvQ8X)8`mP0=DOj?#XESHE
z5pKwrY@LtEj((_7qdCsw>pqg19!UYfdkJ8(p84OmLmFy_ghu0fhXk;=;z1t<DPb}6
zq&i6wAZ}5t&z*vqG40ivRzm3lE?Y}+D`{IxvsTf1-(^dXJjKOEwg%&-+#hN)lHk@8
zB64(O_Vqzl1;cMD6WWl!|0oN0<QJ6*8mVJ4X~57$ajec~(Ew;ItW+j)!>=im>d24j
zU5ySyj1TW`V?q)E<4%tH&S7AL-a^+{BqEGEG3x8yKnQ)Y>9nYCYX+opQq+0Xka%fA
zIi2lI7{iuar{4sNiRF?3W47Y@$e9>T+wga^Ig7zXw&3q40zuvxk1?okUt9~%BGg1~
zm-?7!0CDZ6-UAH`Vq!C~Q9^qWTk42n3Q!~Dh|U`^xLAl0eNDt5<Gs+wHwGFlcYQ~T
z0om2B`ihTLFeXtPUtZVdZzd#&r7+TXS_&hTr#|w`u{rKFJ_8V6-}?K9VPGo8$Y4lc
zVyxWa{yu{v=3K6y>=+Isg{6L^V5PG<K7A)(ATw^_`XqA*i(9xplnh8WozOAxI3bqo
z&N?9+D9&yA_8{~rRjX@`z6K?r#T7?q^o#&2Kh}6GOPe9s688>y@la31mtP&TVJUPl
zL~q}OoL`!#=8%45n$kL$$!1?h9qd@sq=Q+4bs;ftkxg8(j4{K8Rr06g*LQH$RNA}c
zYY^IBg~4#R{F5pP@CCGTF_N|AUuA=O<JR8(*3FyZ`MJASwsv-}R0k5lx$WC`esTB4
zwd>Maro4T9>(;d^djL5t<pQrBa?A6oFypO`#xnTi85Uzv(kxp~sUSg4Ez586uUe_n
zeEd>3Xf$eTEA{3|b7Q664g7X(Em*6qb~am^fxpq{2Ej(F+3g11^;)B`wz|IQ*MsIp
zXJggxw3{uNL-<lH@Hbn2quyStH#@a<d$Z=ZfT-1JG*^T6TCf>xv|G*f8tSjE*EZJc
z-DXg4c31pheZA3Hm7X-0R{XX0dH|Sqr`D>ibysTLweDKYZ#4W)$6pVcYiq6cN_VBT
z(yXnue19XTuh+V(ZO~Q=>NPp$m)2^i+N`xUSDGueT5GM|ZZ^?@^=7N)2b=i2zS8lV
zn~i$CR%`h6)uz9)+1*%KZ#O~NX1yjx>{2UOUt3#ibQ|sUmS5|%g8Jr0$KR-RYoKps
zt-aZ4Y<4;uL8soVHQSr5PN!R2tFN{FjrK|-Sly6#P#&x{yNy<}QS<$vw%Ta4HbBRw
z-)uKGTAkI}deB<K$gQqybXS_IjZVA0vcA5y-VNHpT3wFMX~_oF<<DX08ZP&P(Q>uz
zxBULH^j%m^W~JGXq(q<hr+@xm`Ah%D=l{U}8-McE|NN6b`n|vSyMOck-~Y*5->LrB
zpI^N7@BLq={zuV?gg;NI0HXC-qC!~c2g?VC?aF4gwo<KC>KH*uYPHi6I3E`rr|0R5
zT+6%KFnkHC?d7{ch}5|4!{x1=tvmb6`!LoTjqg&nvE>fTXe&dcY?_?(13508mNsHy
zgq~2AW6Z=VY2DwZl~MTuD}@D$tyk;iGI{2C;&ai1&Z;cR*|UpYtyWzxBXwhN0E>Bg
zcF|jCkk<0v$#8TW_Ck&uZf^?;YFpk3!uGhw45L8w!eiUA@rnL%4s}~DZ;y^o#>DSY
z?TelsrdSJhT)qikzhS7Rh>z0cy`4&<vfcOLrX?XN<lZAN0^N=6E4TKpl=mhw_O5D-
zjfDz-T;7@@*6vu9@&<Hj%GXB&_zfLM<QyV1)N%Rp^q?{hj&YY}bL&`5L`W|0!hwoA
zQ7O{QL9&E=Mw7jMr$Tl(TBW@ne1d{9IXhO^iAFC=JMxs7t0H-tNA)gx;(W8@sguo;
zr_MC^s!lWIGM%R2Mn`6_vdxR$wd>m-f6TZ4a=F|054_nx+hxz|MBIDPWAWhvL|4W#
z;Z>&OrzUH9h|kTcbbTbXpr)`$;r|lg;lLkG5mA{x+#gSaaydkfqISUMChU>Vn0FZX
z9l(0t1VeX`0ec?8O|xhHk&G<Oo@K_UE|(E0doUV${7)r>Qy7R130Ws#Bvz0K=wJ$#
zx+p_SQ*>_vpm*blty#`A7d_^hNJT9+xt)NrD^TG@uLZ|F?~{+c)oN|CTK7Kq!28Hs
zBhV4zP>(Bc@ZyHR;YI8z!-G5i1j5-NBLqOP&-R@=RCV?P%aIW7USLOZT2H7=+?7_$
z`%PXl%x*LZ3zp^mU~71Sr5&ciP<zDZWFcrLdxzm-vbNDU4Fo3L0Bxs%;POlE*cpvs
zl5y{*R|R5w+tFzkZfP*hnad7-wI4j}p@-yUkJ(H>Dxs7}HUZgm$nqKa{T;?bxI87&
zd2MTFKcO`?TyW+=FaaTzVIz&s+nc?C-KW=vbB9ln(-UBXFd6)j071N!#Xa0diL@s6
zR+u=Ik-;n#iN%uUiB1K${ssNcooUj7xfL8B7{mSGCLH$0*lp~Mk}*0$NOpn_6YpdJ
z!LtZiuy#g#>zP@M5jG*=vE#eLua6jddix~7fareEC$cD*LJ}0)Gp-@GYtqt}j2v{L
zog$%4fQG%#rlU#HxZm}MM|GN=1O!xmE3KRj-<Nm`ZYLAG*G72%4q<^&H)8YSl5g)k
z4iCeQ-$!oFbQULrc=BMq&Yf=U$e3twPnh5(fPf_Et*~5pl#gVntNx&eh$abiQ`dN`
z5TpsPBl#TOfNePBq4OEr#uxD3Rc{VL*6Vt7qPT!p6}@~ms~gqYhoY6)7Z1_0)uI;&
z+kC>Z1qBe`GAMBvuRwbL#k}#$IPtZ{{`dr#KnOTIS|%4~Ub+O-Wrv0fv*!%nB;I@#
zQU~EZhvs&6Zg1~j+1n>VvtHM;ujI(JpZXd5EP2eS-(EuQ{4scpF77B*_DYWxEqReA
zz7-#x4GgD#E7Xh=z8y;W^IMCBNYP#<{qn7)(j(tm$b9i*-NuNlRGZZeYXvyxTc2~c
z{DdOrkZ&#Hw!zjSIN@8L$KCG}fF9a*_a%>9?(H=|igdP501$5W*3zkPuty<ofg_4+
zF`z^wNN<9pH4ai$NItDKWuZ)^kPaj=groyq!DS$@oyV3GDOIL1N=F0rH;%IQx2}eX
zUT*1#cKwr<ebiOw@3P(4w=<W5f(9wQCGwC>hv4t@bQty;NeAHxOVVLf_7W#BmCD2g
z8jj}3SB%}%1z2c0T|kBFr3<JTiQJ{eExMNY{amz5KSLM%kqXiU8poW245s80$nvMS
zV6++4WYnWg#{ndLZy2?wEX@@018p<aD-V4VM}$?IC6~Q9HyoOo*BofL4cHtAl!4eB
zI8>gNd2mSA_q;e_wg=ptVooH|)?!XHN;N(w9$0D2i6LgfF()>|z9Tm-<?UXuCM-h=
z*5sLD3RZ^AN#2?}L4V@Ilea3r<VB!~U&886Z*+`wvyjatY_-YzPRvpxFB!bLZVgfl
z!}bWa#)#yxHS9n_g(G6p!78~Y=9`kjIQH5JyS_UTEhA0dj>YIvCa`njF>=++iHj$$
znG*?PfjMy$e$~VVSwtM1lNy!mW==dt=9_tOA@OScMtB3E^ymPRbcA>2Y#h)>!-I@N
zqBAxm$jRG3W@M&i%PCY}S?m?69m}Ir42MXnQ>e0*VW&`i-QKVe0xkDWq58_CvQTYq
z>R7C5@L&RQT<-myab0wSDOg`i-cyMB$V9VPb=`im5Qdbick-Gy?92<VJQIsBl+W7<
z1BtStp9@Q5Vm}v}FLv`**R02JL%BX0CrBHTCq}~nJN7x+FMKP}D8P$FSisLg2+ZU2
z*0zZSs@!#EA*hO-C#_Urm={7)fy<wj9!MbJuCox5fQo#17J`dA`YZ%h0e+H>lv-+|
zyrf7J(igL6edefHyfS%l7OgGPAr-DZI)K61?ud+=V)_sKgmgP)Qxgenc6g$sqSdAM
zY0>(WLaAt7?$%ngwo0y46ai&gDq1(5cBv>H!*RDL63wf(FpBB8lV7AD7qCjzRJ3{F
zaa^?eZHPn;rcmJ*o==g{sVD)4KXhRvh-Z5=En1r;ekxj7x?$(7FMWYUN~prsSsdx2
zwUvi)Q3T2-x+nt8VY(=a!s0JE1$5!a&Hl17)3J&WfQ5Sy`KRYa!L^}b%-O9d7Tpsr
zFAgqT<-zW&G8N91`}xI5hM=EZit|!pBH;eU^Wl)r$n#;5p33uK5pK+LB7s5Bd>C{G
zXkg+tP10h5>~59LpQn$qw<hc=sz!>b3{ZH-sC-inps=@N$)_AZiDU;bGP865V<I#M
zxF}(j1F-ZHb^vAhs$AiCh+`M%lR;|)<GU<Sp0o;ATjUILgQXpn%+=x_%~FL-e8;1H
zmF(pbc5KB_0+dC+$-=5KVL1cx!074VTn3vCBeGvP0l}ir6|U|I$Z~FF13Qc&1T|#-
zEwXW?qm;0S2J8l?q5?aDi=<s{&=gD98PaZNs5U#<GnU)S4XH@<<pwOWez^g&=*DiK
zztKpCQ%Sveaxhn5BU6}TB?n&PA+2N%v2?r~mU-#4Cs}(D2Ts-X$qj~svQ%R(1Y|B=
zjt?=BcoH%foGc?5_aLgU&|jYL&PL_9(J$V}v#vIA(_H`w^K9X2Lz)m{KfdU}*<#Yh
z_E!lfo!+QYtCCBOVUA1{U?V&m(HDTZje#>Pc-!BI)oqdyEiThYOl6%qa+)+olKp@^
zD@DgmE)j8YQvg^*+?4Vt7A}Ae!-{b1LY@iuM_rU0!`KG^1Gq3%xSu5>PyrzP9g1g<
zd7Nzp->KkoR(e$2fOrZfH)x)Z$qhF7EHOib$kdd9m&@oy+9pR>nZwBy97ew~p;L}3
zJiC))1(tEc4OY+l<XS@}fpUWv8KK;OS$Zf((1-1Sdn&lW!)BJnaG}IeZZ&uoDK}Uc
zLIe*TL3w^DH{g`hWyIrxZ4)iLXCT?7MW&&0BSht-as%fIJxUMb2(M?Wa;x$gQdc=b
zMtQ8<DyXDZZs1Aw?la@ArMq&({7aSl%CQ2=TImRzpd_6kn^I)Cp-i?5m_f>NNn~JE
znY1$CoDHZoD&je|+?z-@HnTRNf?#H};%;#qH502N@^a;CDAg)Cv8i-*e{wZ4dCJ-s
zV!cXIRVOy$VwRj(*^n(}jik)$<q9YAe>s5Tl|`mT4v;)Em;)fC3CjXYx1!btjRPhb
zP0s)(nK?&*!mmZ87R#X2u;Q7?GnS`vig89nozWcpgjoi%Jgwk*s-+{#Q!_<ymp~s&
zRF<cS$agtUEtbM8PX+dd$Xfi;ok&k^memNvQr-UOL0E;RD06qwEco=aXBllsb#Agf
zMKl=^Y@+$ZEU*?3+mV!1^Mu(3vNYkdHPSTCv(Pf5nj`f*{Iw&nmTS$iMyl2}B3>%_
z*e2j|r<4`6lx!Ik$r>s@n<G3WYjXrm)^E=CRHboq#0~W)<#fvdoi56qrHEQcl+fD2
zMe4U4L?uf~?JXpTORc~v)VCu&$zBh$=!N>%5i@Mnvi4WWjy$WJBVMPSTVl?0f>L!T
zovtG>A`@LEw3e1G12&&#JDMb;r-_Q}M0l3HE`v0)iBvUpQacpKI#(-3n;A7{Gv39;
z)llillv@l}TyAX>TW80dunC%_1U6F!nji&@D5as~@=!Av7MJf@1mrBpS0ti`Z6cv~
z#Qi-Uv#<?IEM6ax=H77`-3yf<*%jo@(_@zVXJP$ih-NhjqQk7zy{~-I@Glc}GeY&A
zs$vFVn_DG2q_JW@K!FPz$F(n6$`?o7i@WM2Ehb57)DeB8^#LNo+ee@SVIhp!w8k3~
z(Lk)T&88w%ufZTP6&nmHU9%B2rRUJGQmlc>i$JOow*@}=l3@i-yk%IRv#uGIDyjDj
z3w(;{vIRQZ%GXjU>n>xdl6IM~fM;8++A1Ymsal{@uP7S4vxGCDPF6?=d$p7h5cUe`
zqEUODblIp@N1hXTwxFzaC!x~~M=j`a0%%Xia6)R^C2y80$#*XcaJn_Er9zhVtffk(
zy{e^7x|y(6A;AYoB*Dp=7i;YlKdY>UQ$%-JRg?Uvvg#!XqqFK^R+9Xr9I7VzMP=1Z
z@q@~$n&kJS)ib1`X#w<>^h`BIt#n_|q_!YUWnn3^7|v)a-PbdzDQGj(0y!mBOYr5?
zz>Qm0;^i^1LW<RMVx83MV`8mTtLDU7X;#e1m6EQii8W$Y%I5KrPODl?Oy#JX9`ef$
zov!S%*U9i@O{kQhmertR%CVHdM9Gy>Res6UoQEMsqr;vVtKp)-OQzFUSy@{|lr_o`
zGD+v9)5Eo6NlGsblEoBAkAx71cHS`=?o@N~IO@!p5b+8!AywAUF;Y@OHpKC2IvOX`
z89@=^==U;%AjE4V8#ic>jscBkYB;Z}9KJwWBeGVe?~hg|SBNOBUa}<h6i>x_>XgjZ
z5@k-2IYLgu$W%OiTT2&G#pCJmGE}aV0Ym_tC4<!CBbg6qc@`c3%RIootV-}A<x13e
z!Ec*-gFM%aJ*^9bk`>CHQ3+b@)%EpNnMLR0!U(84g6cVtAg*kz>pyj+D5|=U_P1Qy
zof*nyP!c>0Bu~ixT$u~ua&Oq~PdkCY_G`tFg$Q*j(Ma01=R~)R@XZ3(+^CQgLZG_7
z0IHS`CxiYY!Z!z>1rs)2=B^`uJ$33iIWbRH`=bN-{ORcVsmiHWO&FQuOg^Q*r%R=$
zOE1JSi|YW%-^Iqr0NxZ}<tTtQ;eH8w=TnllQt9o_+DF@m?W0P)T3f490;%T8O1rhu
zkb6t%42!T$+0UOTJ*(#;e1#QMR;p{&_3BEczOo{-XrT_p-lpbGqZZ$-89A@gbF_sJ
z+?6_Vjs-zOrW7l&lzXMpnbPa1pl$81wBQ$3S*_MrK;KGb!{3lu(Mm5<kr9)dXJkLE
z*Z)B)<RIZ>JUk#D1T?==@w=;Qt@ZUyIhy6jd4MQp6A+ElTTv-`T*GJqMF%;~RQ1TY
zfT}-B&!g(EMy05Z4IEWv&6j6FhEvVwO9y%<-eW+A;bA2_T&vZIh8kkLQ%9Qh&2FQy
zA(wLLtdP{xP&@-n+EBhGiZBQ?*(;Ux)u`S%SotHEKC-t^&8JJ}N>4`}ctaJUZUX`8
z8<j?9P4!--IOL5Q<NvzU4zN~<;`RE98ul~TcQ0S19-l>v`jGYU9Q{OW@=CM4?l=5~
z%=T6~4WA0)uBR!TSVZKDcns!h5Er*M)OPvIG4qol(x_i&qYAI`5)ek6YE~#^oSYV!
zl98&NExo1><Lg4DfqG3!6thy<Z2IaIC^9wjK{V)lbv*10*!a~dD}JlK<~I~8pGE|9
z>dUj})|rUH*YKD)1}wW;L6ufxwV}rDrFe978k0AHM4R#-#9?UlVG=;}YPYMJf10wP
zP<56mE^7Zf^qe*ajA>8{R^{lhOpw&Y7f?r=f|p3iLgR^6DxF%iKAxYjc$(bhn`)e;
zrlN-4*2~$nQ<Jq$cTF~V4iTM#%6%kHpz6<{y4LP%lX2z#1JqkXt+myawawb5+QOcl
zig@jOE?+b%4v+g2K9LRVEvrah*i}<0_fUszQc{_+D@u^GO;Ez5Y<d#JabJ_*nLC&S
zOxvp@OpfhHR!QA^Bv8gSBf-+Q6bbce$_^r761EIkoVGzonDpI1LZz*J36r|mC6MES
zmf%SXSe7R)SP785FePN_8dN}O>rDbB{FTcw^U#vK2vgQx@{)5~X;}*_WnH;1r?gd+
zzIamCOv+NRuaK05k-8pImO&c#yD@zNuP3p1CTFKH^lLUgmanrn!}f5}ZR2%BN2QfY
zdlTt?{Y`n~%P3adFVU4l<P}3$?QRc;yi@FGCX4X$WuNz$Q~BkSNx(%k)ytIIE*Mw$
zw5kHuv3Ylt-{BtZg<DFf|1Lwjj{`{crvKH+0=kp~BOfa{%rEwk9pwNS07Ka7^ySG?
zma20|64)6r^0tXQCGUU|+gXumQ`C`vegqArci$g+JH6jN@;<s>?ci?}7obZA@Wbs_
z;jsOQfPG#EmG#A6Iysea(mqRn`PXx}bBV9d(Zz+HmeD8h7XNyhPUigUnds|T;1Ew0
zhH~jSI+rm7bc2$g3zXb5G!s37baaP$v8?mAtit|65a3o%B>5DT=^m`kz)P+;s>n~N
zwO)Z|e+xk>Jfs{QBf~H_pyN$L%90t;>kUT}773eIJafcXO|<IX^Ke<X-$U|EB-;!;
zM2`YamKD=GA3>e3deIL76e71(Q1-{I9*)LHsR<(5J<7A|Vbr`3>8JxQ=weTxy`k#u
z9|k8>W0u_VM<TUqFswf49rci^t>;q$^kw?B95sATcE;AhPpV}!!4j1PDgg<`10C}b
zEkIG?U21z5FM8+6b^t5p{3S-N&r)kvYAXl{aE$bC!%6v4AmPqms(M>Sn|zdzxDNvl
zaAfD4jA;DI=V4nVaxR`1<8;xxbiO+t4P=8}+xv-!hR*-iZ=LsoOI2hfMtVHd_9q@@
z52N-VIFE7SQ;7vdq@Je+)I_tXl7!L^WCi6j7h*z!;rWR-8BhB(-ZQgP^=^2yTVRfW
zvW<KQ$a4!6e9lK*19ur9YNSvNL)o1oZw}33KY(xp)YGVwr@iM#iR?V!(b>m?7d}w6
zs8`@p>=dj;e|!*32=>@VhGyiGw9qR%MiC!~w`nLbWgaZS##72R>+v7}jKe&?gEc!r
zp4G5S5nRL|o|g%o&U;;C{$*KZi4|$gFP6(c!R*GV9UwAO#J+5(SXNXdI;wgSouX|R
zfDYC{q=Kd7sQ^=}@%;Pey$6TA_Mvx39mk*}`QnsKdElKtXm`%j5YT{}$0Q=NBxD@t
zi7U(JJHe28&7NSWe=<X6=ywCpKfv&Z6GaULtMCq|m{-XoVU==N<0nhSbFqA>7SvYc
zhq1Zr64t|mUcc`_DAM<)#~w09inUCux;^&8L+=FXbj#Q_4v^o|*ccul+c}n7NbN#Y
z6Lc`RpM3HOn8ojS@9Ay6M~y}+y9{xaMiHBmemFuz35*KgN~R$tWX3>YfHAX_V0U&&
zh9G{X?-=s(CC<f2_;fzJ<X!0Zj*y9$Evyec49unT<l)5>h<f?XXo_@+n4YnBo)>;t
zW~1ZxANVIB@pB6qIgsiT$@v(q6VB2UYNRUm>Zj?Lpf-N~rTh@di0`xAQkK;5ewD9S
zdbP37+-IEJCklEqiN+t7Ka!r);kYeml5g%;kXyPcHddsi8XWub4S9ye@`!gqy>#OR
zr%P{?HcDT{A3x&Xa+=Sul+U8EH<3Pjh{P^qWbLEnUE$`}p(y@d<;y`Yq}`I2Vox~=
z`h809C(nKJQe74Zn8f?+Sq%0Wc90^rJOcq9KJ3{`T0?S@O3y%LhvNX%I>pX$r%>w@
z4s6j!!D=#X4*wi#oM!M4f~ijgABm|s{8?arioxRqs6Gl_ikb=dDUg1qM8uH1H2Nsu
zXEBn8lpfUy`W1SI(uo_Y6y%hh91cQWkM2K25))LaW>hQZj>o-0kFp5!9?(ISkC0N&
zpppWg5usA8)1~i-TBl2It0uHsOj`O3r-!7_yw~g?&+9Y%Ad(ay(MPo!J+gn3fVj|x
zlS-&xte%Q!N8Pgo0HbtS!H(|he=6z0K!tM0n4uzZvzUQ=#1AC3#x^l;o08o${hMH|
zh$UphT=&IRwBD>L7Hd8kKwIc3KoKLQ0S#~@X&(mdBLJD)rsz4t0#UJYEO|ijk1BtT
zl~-7_Db|#A_jrjzMKPx`K|`H3c0pCcrP^j|lVMV2_@avShxA<*ywrlFHneNWYwcME
z@fa_*GmOA^2j%a_Znd4R+*S%>No2vlaz(KhYVzElYvV-{jB$l#FeK5CAISzKO+=H7
zNY;{nPsy{WM01Yc`|$3PAoA~NU}c|I4|z)YsyJZKg<KS!VfS^3OFS&4RFEL2mgP73
zSIxTY?4@qdXw=qL>dlqr#!9^#`0d(SuvS~`Ktvh%8;x!dY_yu)ZqQw?H5zNH>zjT(
zXl`^iR{c)9*^(MV+;IHOmfxti*Xqqqt=-<N`7I!7bsEjppuHAs1{>{GbG?T8tLwFm
z^?J7%)SKNEKUiOHbXMimUt00k+Uo&e+MQafw$@##b=SIUH6PXiosPdAG}qQz?Un9I
zYo%FRYx(|0P+zZgSKFYi7SwA}rg~|uhN{h4YjdT!QmeJr>g{F|9awL+pwipK-*sr~
zo12Y#y;f`Z_0^`ovf15OS#LK%*=AiT3oo^T^|iINMz_&kZ~3)OE2wX7bo`B4w+8xF
z*4mq$#%8Cp5p?R!TC=^`>U6rbwfb7y-)OHif>o)bzJ&5%wb^a7nvI(82es8kgVf6y
zj%K^L(dw+$)`Qj>Ms9Uwqr1{vZFJi0mG$+t^={A(*6MP6PD?hZ&f3*L1aw4K@#SPz
z(%6~yI@0P#7ZC5&zq|ck{)hk32miw_|Bbu<?7e^b*WWtR-TOcP)Bo<j`A2`h@w5N^
z-SJz0D7nb~H#&jUXKAxrunCH*ot8lPxZohgH~$pqi>$h<4a1kXsxRM#;K(1h50|%g
zw(jgN?;~u>XnePKa5!1+Adhxs7(75g$9}LZ#--CDvqaOb@Cju(#!M`hmn%bm00D&g
ziQesH3O<b2fB_+tHJa!kDz2AdxHLKrdtvm<^KuD@%MbzM{lj7nUW6s`q6NjCO&FP5
zRP1?+5*B+TkzSy<*z*brj6Fz}@{5c;uZk&JsN9(5XOWU)L=(uA9rJF`JS<9pZ09l|
z8_z95MvPcjAu{jELM6!_i8>c1O9rEv(qu_-T=HE|qzwMo1-!+C${uN>T*S(pcsJRy
z=f$MUvgcb16)|G~7A9o&xDeh+%v>%Xjt0Ro4qE!&@2XTRx26Y>MIXZ(EqZsjRu)>#
zGEyku=wP((UEbSi$bt%)SW4=I`nc>*Cx@f4e9B*ix?;FYd%^_&4>TYhAVJAoZu^kT
z!Aw*~O)_|N6*dPIlFdg&drV=DIxW9nF<-l%d<+x6l`{1EV_!y^rjB5o)b*)M0wf4(
zN$o&yO~|9Yk3Zgk-6e}Z_!s^H`?XPBCEp(Ls|I^X^%K^aRhHm@6>h?gaziUyHGVa#
zO|48v%AG&7Lb3oZmqmDNn%=NSmb2a=G%)~+#sE5H{O*r1Xzak@I`yQCE|<G~|A1)|
zBijRD(@zrK=g>`(7DviUxrG8We(Y|5#~43ohoIPz5C?-}hNSCH`x8D>SN%Rx<AI%8
zq-sVfDYl?VB&qk5W(1Eso~0$##v}sUQ-YM}S(+(F8DK`haNgvs{(+%m%7>^5ScpeN
z6og)e()Er%!ChaZD%-)W|9(JBx)1IoAv8m?PZ~}r)h350gpAJKBX&TOOO@#jP-4W7
z;gsPa^s{_fMgM;C@oIIA|NP(s?;}{P^XwW+9v9n3ko4`7k5^zH)U2*}9zm~EHyK#~
zh9M8$Or(QT9|8tzZ&d37xYiKRk<?xRGt@v_tx433?cu~KOu!>Ze4~}PivI*1Fl!c=
zrN~}~P6U?x6-n$lW;$34GO*wUW+kTAP*V?Sy{h5B?m)#*QwA`*!M0No!V-G=$;ViO
zpc&vacrZ9-n*f7;I3WoALsXM#xawkq?H7bZ)h8b4VV$6@3*ZH`0BSyDB$y1qr=I4z
zwnmj$HCn3|<QVW($m_=02MZCIu6msc-xR4{B}66%%ytMSAcO%e#{zhDBPC9l!epU>
zL(_JEw)BpFw81Io3sPHM9z{>2iMY<SV)2UFh*c`IEn$UF|3Vx<VJ*?ZQlmrSaSu4i
zl7(rLvBoPK^d_JVqnfrw_WhPFAEVnb`+sE_di;an-Z=Q>6bmI>Zqzq<Kw4uBCusV-
z6cr!!$czv~J0vutc%B}EiM^^S;S?f9@T;M>LEY$$K)s}oB|Ma^X+nki^s=rP*H0?o
z@rcstDzvYmMOt@!(~>{brX(Ijo<#&rAF(Foo~PZosT9%0lmMT8(}&ijTIH19f<G4j
z^1TMTm}pVcD<}wTiAHIpPay2^Qk?=Sm86oNL%GZ(=oH!?rU#}v08JF0LWT<nX6KNV
z6rRM}M7+5(v60}fCiZm+CM81V%?29|65_cwH$o!#tKv`V?q->4rR(k!X-A{^*3OM8
za+8&!*a9B53#8(jCh4rEx-2J*josV!(*>Z7`P{lY@Fq}d^Sr$=FP#jj=6|~&gpn8S
zt%Xsj`{F(ttaJ0_x5_V98tN2qcNJy;q{ul3gCC_DDwSU4FKRd(Y~Tb9_s~w{$*$Q3
zP|dH;u~k|Jkr_cAM^t4fWU2TDTwq&$`0H{1)%t2{6Z$t_?ur(xA#TI~3wNnVE0w-C
zoE*Tg=m7V=K?qzc@U3jNgUywezb-LFc0^ROOqLK4f;W!GgUNl2Hsk_u@2GX46zoLK
zlru&}U!Py5<gQY(H<RpPD$_`yET<+3S4#12QZQ-GOA07sh9#WK97@=X>5^b>PDT>C
zl;CZo$`iiG8A_g@l*ODi9VxSrHu&jd?l9EpBkVS?@$r<)?adG#x`T&UZRDg~t86sd
zo6V;3EY2uavmntu3v|87p!bm0HTi=}?XCR##@-1;W`pWo7-WwI)ja~=C2;X^Y%m?o
zTlPj8Qte+VIX07xh?6b5{~Z!=!N8Sdd%cIjSaeDjt6ee??gdf9GLD4gwkTGJ65N^I
zyWI~CylYU2K?di2G{Udy0snOgUMbaXPkJ*+gz|5e2a|ASa`IqO-cE)G6E`O+bKiE^
zZ0v7ElTsW`TjYKPGYn=b40F|G$z&;hNk4JJ5c5iU?J6$G9%IT0$uYe<cW+(ev^~9Z
zhdf7wXeO?Dg#cKxvJfD*U{>E7mdn?sC*Do?8B7BBoGf`iA6Jn@c{DxnZU+7m(;#mj
zj{kr5-tR|_BU=;87D<t8i4-MK(v@aLs+qYv8tE#lx|_{za_-f5D2i9ZYf{4@so~yV
ztIev)?#j#Rs#0c_*gduZKN$uL*e?dW*nRUKu#X1TFubt+?1f<)HekShF#Kr45BI^w
zJ{Ud`87K3ctjwy4W;dA?b6P*DqB1h_<T>A$kr^3rKA5fmZwgw!hJ_Bp@wne^f#~OU
zdtF<jPd2k=q6OHpw9aO|L~B2UR}5;21+0>|J8C^psm5Um5{!1OgHdYiTD8@>b^AVS
zR%5n$Y$zDEZjaSGZFmrebqS-^Z@Pa6YaUv^iPd_iu)hxNs5e=9(Mraqq;(Gley3_m
zOzUSYNCpb;O>|pH>*v4u&4WkxU>VBh_9w8|==S~3)*<0o>n~xJ#%Has|MIieH;-<8
z*4n;)&EMYLYPY`p&D~#Q%cj(#wf;EL%cWrSb#rt3dS`0~rWoD4*3Le!|1w*nGYKZJ
zASN4|@9I@iFueoTcfhL>HGR3&LHBp`BAE;#+H0Nlxo!g&!O|sI;R7QZFt)S@0Qg1g
zW@~2~hG$ZEtE^fN)2P>hfmb-;;rbX1G3TvJ$|@!php-PTU5GJi=@1Mh0T}dX9E^vz
zR1VgD5W~_RwYUu;53TA-Ej_#i?))->A;1_GnCf*jk756BHa69A5@=1o@hO&wjYqIh
zDqC!&Vhsy~VC?P_jVopT1jgfGkzKa9C+Nd~9t<yP5B(&B_eDqj;OHl6RTB&zO?v~i
z_~kyxxQ4CUK|CB6?uBJBuzn^3Ui5o_M;`|J!G5(;2v`9NR|WtjSnHxz5@klhU?i+%
z0%rgyVSyB!<#ZUtpS8fMZ@*0j<LR)kmiOhWs?^e^ELRKQZUPIA)Vh@<ge<=i3|o=a
zS;@EGeg;EHy#UNEybe`iuoA$W=oML%C@>rh!<cG<0Qh07R{Hg$o`%Ny&y~;MO08Z6
z>`g~{?ORq8mWM^)Sr|-))jDB6W2%ncv<C-C;DtwPJWXLGRI;8-)j~nlI;<7S-+F8A
zsS#_S9IQfuScjkBOvcL@r9OkTSgISus~=qA^R8mK4s+QK3fj$E#-o`}{QYhJ%SR9H
z-F<xj?mztY?$>u8e|!6LoVHimW9cF`ec_Rb<AOc0{#!lZUgE2uhcMz0rR`qLp6DgA
zx@H}QlYKP|p0B3CN>|h?s`eMqG+%A=gX-G_SenC@tZEa;b4ra#FX(6V)rn54M^9yI
zXP|Try6J3*hgmvf&JK^B=R?YtYb;o#vdA?$uM<?dV3zu+RYQD|{A+izMSw|@XNs!}
zJ}!8gIc2v2gmcBu{Tgz+rWq*IGN)_}55`wHB}dSLY32EyFrYEtM|+i*h@&s-TPC=y
z`xprhq6?}=T^R%+Cttk}SHj=kHs`qx{#BhlbdKcAGr!b2rd;!s%V@`mUZQaI+sPqJ
zEqcyo>gYvqYigmLS=Cm#vgYzZkPiI(c0qw$&Hc_6s;Rw;KlFgN1d1;!u=;y&(;cdn
z$XT<npwO6tBO9vmyxFUKpKMJK8U#ytfQ~f=6*gwyE*+@*zMi`6^CuDf#wl|NZ?7Lj
za^)@i&bEx<J5gTXW#Z&7r&ky>d_9W7(eXxsj%!<j4_iEx>#rC--pae%eiT9`U3hMV
zGvWw&9Uf`3O#+W{xNXb%Jr-Sef6-3|Dp5s<OSUffFees<BWrI&Ef0%bVU~SX^)YJs
zwf=xlOtYjKMffgScS~NKWnI>S_4D|~OZT_b`uu>HRa7;n*2&Mk?|d~I&Zuu~i9Y*c
zy60!jWM`n)0qRZ{Z&R2<Uj1IDfX(V&Hs-CtdidfmKbPXC?Aw)`Wvb7gZm4H-&M_@*
z2m?jHu=36?s*KjZqijq%`Z2y^?5%x<$DPjUo$5?o`nd_4)2sJ0Kh?E)62HG3Hr81V
zInp3K1I&N?y&j^3Y8)ePsxggXyIhRx9J%c8FDLx@QD5d`Hn}1V^po}s+TJd%Sy>Ii
z+p@T-tCvUqg?9dU)aQS=n3=s%-~X0ffJVUcIt=c@JG1d<25}d@P%}%L3^P3`wR~z=
zUb>UR9Zu^LJJAz;M8zx#3s5vO9<v}%QjvI~srP*trS)v#0!(99uY7pV{Cc*Q3&i{c
zz38vwex3??@$$0(y(jTlf#-b=o-OuOUNjDs3-H!(KWrdO;99Q#SgxGe_i-4Wy7zIW
z6?l@wn)xp;=?mI%qL;&$04Q`{o>B)R_WD8a6xM%D_mg%qFtuJ+&ts+Euz`HP+d2g+
z%#COt;K;+phj(s$dH)XlAnAA{9nT9)$CD4(s4=K)@*xtp^`HG0|K0!m&;G~%?^plH
z-~5OF<-hx<|NGzn%YXTgUw!qT{$=`CTYq)w@BiQK1c6=s*_1>&Ct-)Ays=1mW8lz0
zpBZGo|4*tG|AU^<dS#LxGds5?MUS2WT$zlgYF=bH=gzU_M`qb9o@bI|tM#1IBw=a%
zb4-+MsVSGwHB}N);VhagX%Yu5HC;0E=wq1J_B?YYA(siALzm^C!RdA|GtYL`Bsh8D
zyvfY+lbt*XiIU(h=0v7XLUx{$n?MQcotK_Mnfc{Z=2608){~h@*=n84TuN9CzWi)T
zl~bcKcZ+|`zdckFM6p6;4wtGFEsH14FPn3we!hBTju$>7bY8X>bz5$qw57=5Vwbdq
zCVQDl+M?HYo7^u-ly2SRn*r@p?Qxwkggzp`^632O04tk3FIjRLs6Zb@ph%xWOwN|l
zDhsGIleFb8g71SzIwPE(?F^H_t|?<-4d*l%nglwKphV??Fbn)^a<v?P`F~}i1C{K+
z%ua<vS0;j~o{b8%TdnF%aAvTzBEL&{zU!Pe^ki4n45WzYPY)(wBj}^(B3}bv-pW%#
z>`jK#{b=<0m(av*B|_nwUsURs7XJDR)i|v2I2fuU^7gfjkQ)Khzvw(5T2fIbA|W|n
z@?0wwIa8n&NV%bthLpgP<=*H`CPgwD|I6PzczpN%-A8x6{1#?EU)%Z|vJdG~e-gI(
zV<kxP4Cb<{`Q80+qO?a~!Gw}x{0wHWgG$FJI#iR@A@TjSEldrRWDVfeHA+8L`a;90
zUR9E*rI>p$J++=Bd+3kD1P+<)UmOq8drV<M|L6!-0f5#>c7m8p<?oWp)8g~FArr`7
zJjzZj&s#$Bl3+TOl52PyFeh9cTK&PU<K*YhBACGb%p6|*+%w6hRGuk4iyLZ~Io!Bs
zID~zF4m*#N!%tLRDfk+VlTXkB)`)3^&ILCHv_MV8OqPR#;S}@YASTI6rBNzo%&OcY
zaBzwZfI)d${BQ0*xb+zPpc*ctSHnW5-B6IdrXdSyc_5F?$z-#t=v1;?R{FJq&aF|r
z9RUlM%&Kvc7ddSS9C|h%2fmwujkTQDUWL3G`IO8o%}ADPDNEyo2}yYF4W$-~*@{5L
z-L#WU&M*ah8)=I9+zp7LN>-9(mdcK?L$j3>qxP_8qdZFA8GvnzyjtxIl9xq~H^0P_
z<h|o8f^gs)Oyu32Vq!&acT9)qTaGN(5UxacIZjcAsGelj6J#9(Y+rPqdYXXpk-jul
z5hdpaO|*nRX7lKq=7Pt{Iq(()?BZa6A6l(!w!HpYOqExi!y;eNOOI+O`%@Q)A{|<h
z_o(nJ)>NPBj-<-VeC9arq1wKtv!`VjAI!9d?$;-w(zMa};dE!nT4(aC6-n-R?QCXv
zcAbMXZF!cv?R6S&HqjT3`Vy{n^@x9DmWt~c=u5;g_g?K8!c^wwo}`{gecaQ;bNBNZ
zxzN(0PJYQ~vm1VmLOm6wl}|uz;mlJw=Ik?2eSql{;kpwKAX9kHKwqUpgCvEjl%*)d
zjE(Bq0UFRL*7B@s8TPAFJens7vkxTkRVzGI1BA%tR_^#W7P^6rJo#fb6;vNY-+gQ<
zT4u=-VIef<WgbrDJebl5hQb~6kKwj?7>%Zf*?qIVuBpe1U%-H<PB_~9kUxg=$!4s=
zDUm0K%q{wgH#3VAYGz4ovwW(N%4n-=W{z2Oc~{^t58!@RXEB8qa&TNXQGz>mWdkgW
z#u0OR72%UCp=Q&mH8blIY+mH3qGzk?%_@C^Kf>ie-!`m(cgiMb_Y{l#Q_h-N1`JF-
zS8tF0@bdo6O(?T`I<o3!j+OVXrl}X4_iv#U%jf;8Zz?=2a+8^tm&@n<t8W&@N_xX-
zuF<%B-oKhApD*v<yhe|e_it{4$I1IQw?P;kKVIHHn^vEjXe*WX59cH4$$2Vm!8>Yo
z4bJ}X<|S;yWkqV1olPP=JmkE#4FkP->A|p0-6tNWKBd{**3Tp<Og23Or&c86Dh_o8
zw)$I;?@#6a+U{-d6`S<8+3m`wc^WFL{Z4)__A4_&Nd(uh5`OMrY9=L+&Js{R8t<jg
zAWzG;pjj|VP>TH9gAnwr%gfw<gq2&5Y30^^QhDvao?GcNHERFp@qI{2qY~Ue25rb_
zlO0vPG*a`BA^i-bNYZJw4`9qVOL&xtb*nKMmB={UgM=b#3IVjFlFY1k)ClZ23Az#F
zHaqI*@%@fY^{=uC9d*?1I_1!3CUKA25mc#LJ+R>!R0-*kiBXWpNA0Mpfp)XWP?H@D
z^9#ZIfow2jo$RM?_0r;CpXppg>UDyC|D=-Ns606R5LUqt^{EWT&(@VrHggGx0O(vl
zN@68FQfHwu{eV$N6P3aUvgN3JKB}djdH~b;j`YBc&Pt@)t@CJ+eh9Q2K!h8d|MC6b
z1@XrTX3Tl*HU^`INN9mL-i^(TFub|l>u&XK+~{5F1sj`P5T)zw+}sJn>;?>Ahiez#
zg+|hNJcRTw7}+*BAA$L!>do!Px8gX!qk13K)%xPM({QS0>*~KB)>TulLl;(3Cy$kC
z&0@#<LEZ5lg?WCV+B)QDZ(=);2rB4P_u$nu_u?a+a!D;GtE%?5G)XQD8cZiTxqK$}
z(SZvFQDf7^c3XcO-q`teXWNH&L%tenF!gJ$Q)rXB2fKHYZZwd({>T5;<mrAq9;g3K
z2fUu;OJ3-AvopH<tzSQ?2?_#t(P!SX1&Uvgg7SKM7ZSd1ZERqo#`->QQQPJ1X!X%C
z+zBqqy`=8l2rSh*Y=v47c7b7pPT3*q2k7DYu-8*#5gPJq9)sf_0~_pEo*C|UH96{n
z?{{G=ZQBpJTit8h*KQhP=WWY9j18TEhSbd43vjoANl;K^{gQq;^Oed~81;(f$;-4~
zx$8Tuz4onP1YM3@yK|ek%G>_}vcXxJJ+Fm#ORXzqC(umHJ-Uor=C|=4Kf+zmDGF3_
zJgY-2Xr$!8M<8o`V0nbOO}xd=LFpS=nP0#E+ohIaih`YI<}~m+g1r6cFTb#|w`$L;
zw6$Zwd|nH0v(}FR@;ME>!`nU%#OF5gE^GgI0H5Cm_uO&dJ+Fl~nf=z_uHF4D-mW#Y
z=k1@vIs1Yad3NDn!&D&HE!3na{s)hg#?VpgchPA4bQ+JpZ~a*UzqI$p<6rH=v(-=~
z{lzTB*B=JMJ;*<Ma1ahZYr(7sn1J;lJWAo?FUF%VfxNmPs0Kgv<8kYLupbNuL4GNE
z4PNMcA1OuJU}(-jcT4M#A;jE*tV4%o&IU67Ll36^)}b>qi?l9!ui>v3;c>#$y$CIs
zMXl<${8yD3MgJ*1X!G>~v|wCwp=jX(w2=RLuBe;0Z~<CCKYQMX_~;D!b(j~qABT`?
zdf3suZ+2Mo|9>#Q_MGg=%OB@mm}D7DAk{BCEPgQteZg2OSY;Nh{YpP0qFP=ro7AHo
zV@>8(=u}&YP6!T9pGv?t%bKhzKoZ@`mOI(BcF2;OgkhFN7?KD-d-kl|OWM<Edo=8*
zafObd0hyfNfeZ34KWVSuP1XAv$hVvs@+;LD{HoO(2Jp^LtporKyQBq^)giZ@QVoNr
z*P+U%te@kjBU4hzmEnA{6u2;qKoiu$cmnpf+0p`dNY0v9Np5p(wsn1^EVFC?lLO%n
z5;EN?3*ta&Il@akeEPkBq{jFHxsYGp+<UBfw;^`@JHN*|X3ssR<D7p(Q`I@n>3wXj
z?EJ)zb<M87XwL1!Fq#m{Jev7$FZT=DLlW!G7=(3ZHoWK`(2x^do{Np@A!U_WK&6F*
zKe(Q&VdCPCelLEl_=XkNVI(oF$xV9xJ`5{1aA`N%&XP3!u{p`JDyOpfe&Gv#t9RwL
z%GNPDQde1h!NYp^gDJmyXVe?#FPP5U$#3@0!dFa0t-j;fz=c1D>+<6mhWWC;i+>K^
zzlI6HXvvwc?tEvqt$%etnEduul8k%imvdh|gluW1@Tx9g!{@$w1mmCiCRM;qXTSQZ
z2$zbUhimdTlgDFI@$6S&dK(-6^*zYzo)>-tYN^=Vy`T$IjZNv&Jy5P4{&otJ%OQWi
z`SFdfVNyicNB7{*=V6hU@}H@7;Xx1weNdV(<+Bf<!!qA5J{S*=V5(UUS8|_w7)E<I
zfO-CrmOjOH&k`4&eGIpY*vMlzm>S4M-(SQZ&>82RsHE?v`k8-t|DO4pe;{V^A6ET~
zeF77>Y;Z5+r85WVaL!h^o2%b?PAfImZ-0#_Io8)&6pfiA0mZ_8v+L`0X-~O1S^O`H
z|6kzZfA$cXldkoD{@Wk^`#<@gKK&P0ZuElx_Fw%U>p%HVhyTNu|IJso{`LR*Pk#E!
zCm;UfGHQAGB-YzErHuxzVK>ee%PcYym=5HPR@M4`SUr2xtz6vSYMCK^ToG&5K$@AB
ztuG#Zc?~zQ#j>r|y}P&XeEsOodN54~<G8dRD3}~$WM*BxJkN5j)Ap7c5?UXO55ft^
z5Yathrg551)cW}9k&((pyNh-*10<CR5n8S4;fZom1XzErUXveh2t);EsbLUR@z0b8
zEQdnWekU^=qFOqEAraM#eoB}>EV5p?gj(&4110P5!Xul2!C?Z!FZp0#<sxg<NVcpB
zj?oQ<z8Z>wu|v|#FF$X=n!XJ^BY0*ZcIzgr{7^HrVYy}N^UtBU4aqo2aZ4{w%eQ7C
z*`}z3+Ue#Spg2l)z5z|EiOG3w*0fp$q82pdTUpb)s%bSt-fZ6GP47a}Y%46ZrIlIJ
z@Rk<LGHbor@@?h4R=&dfGiagukKQ;gwKkGA0~CjbVWx=AaZ3UNl@?qE*6-<ewMVf3
z?9znn7<Fp&*;b?fc2g}v<THc|3%l^t1ataZuwF<{CvSnADpW5o_QoC5lU_T=E&e+D
z$?CPUw>8jg-5;->zaUw94>K&bbba%JWa;|qmB;dx)q9MkYvT|Et_7}g5jtGGrkm3+
zt+v?btoAZ4XFDwRIIF(c;jH=sfAhKv+|4ReZ<F=ptv_qQg>WldoHDy;NX5iA-J-AV
zW%R8JM54MXRDJ?;%-C|ZVi*l}Q@sYi6l75k52I8KEcr>=kH$)m7%JCs9~URhuII=a
zqwH6=Fn**KpYT63fCopJcYT1()qgM*4sPM9x2Xjw`q6&T_H4P|oLc5p40LUCD!~W^
zY~^b!3&YfyU+vDVR*s5dkMg(j$l#pTa5QXAm2CWQUWK{W8#T%}e`nPn*8SmF<h&|4
zJUOQhj9AXwnh#>mtE9#?7j2(+Dth#DUIThSbY2A*Bb~Q78#bL=BfULmvmRWXw_T05
z&e@&~!Op8dM`h>KD-G1nt*OUu=hVRA+<8@Cgm>O%9Q2)2M~?%~*=~l0=hRT6#q%~p
z$1!g+jwvruXC6lN$n%^wU@&^!vGrGfMyL1bCli=l2x)Z4Y(#%6+`6ge0n|<B`_=Qb
zK~`QpUpp{el8>@^f3mDy#jYo1!k5b)y2`C;=4Zu%t6x8Fo2AuOUp!ZPRZFe@{P|lX
z>#R<qwPKOg^2^mKfNth8msVJvLX*#jzm-~Bg|DoRv9=0#U1p6`>6(B=Y@%W+IBt4d
zB?W+0Ot6m0-@0}!2*YdmW_QjeJV5@gAXB!=bgl4BpIQ`_{rwTHi-1qFDyV%+9XM}i
ziDNBl<i~XfX&dc!oWSOJOB~Ijwd^F&p)7wp{#f`)XLvHFUCd4^xo^=tz;}M$`^3!T
zyRTFypDCSse6{@JY>J=R@Mn<M3MwT1*@=NlH3238W)<^DWM5uaAL}sf&V+Csrrp8h
zjqKO+F!9cOJ%{Uq)YLz-ROm#f{=sp6Trn<{DAVE8Iy$LEW=;P8pD)~D&h)*iiGTcP
zDrs1LEYJJXhtpB(?r&(0R&CTE9*@S;1eSIw{r6`9h_|aLY%o19ib3l<nGSK@$1DFH
z8|T)etT3go6|@G?KFkyFhoCn<go$yWhrSo|Ks+7BRo64kI+(r*OX;40<~u0Rk6ORd
zv}(beJQz3+)GRy0H&Y!B53AswMZ;kW+8m{j&=CymLsmIx5_Zsf?=Tpx=hwA<75u8L
z2H{mY+}=}oZIF!sE8Ct0M=%9&46^efh_kO}$Ay`IFkxj1lT~2Q7c8qjX+1m*1H>?=
zeyH4W07CcQBx;r*wgR@Rg>pJm?#QgYGpDQ07Nq3Y)$xC^zW!+oZfD{A!MoXXLv<2a
z)l5=8oyM>@(fIqbbr@rTBVrB6@B(K7(?ON%!oyxTQHHA;`hQ^K5GG}|4yFk#_k(Ki
z9da*1^T0UOOuozd&p%cseEf-86$xw9`opjV@y>p|t!9&a{K=oHU0~c7j{*)*YyMz0
zVzdvb5W_yW;ZyDGTMzE)M4qrhFm1tV$RvWyB<ghZpols_c#zOR(z1nWDkcOKmQS|e
zHPaX-ub3r;Pa(`|aU+}#gkQl9q<_?kOnu&J4ruFRb@m!FAAf=qCM%W;;&p8O(2v7x
zKCofH+BMjQoAGMlo#3?^k5e3kaPMV)#gopbddwKJhE>X2&Ush8KZc9zuJ@$8X+_Fs
zjGbhHpPq^hzt@P}Ux3BU1C?SY6B>F2`io51yi)B^t-Mwh&0KD1_6&A9`p9*jg=*Q~
zMRn<;ox|(-4=_W}RBFx#o)5cwm@%&wP%|}8`3E%jjQ<<F?KtTp>UG>%Ct;etq#~I8
zA|ZTkcjLV|3E_+m?sFfc)WBKD5P*{&&#Uhe$C8Kai!URNXeC|-vix3nwdI0am(+V9
zUvF#h)a<j$N<6LdXJanAWy6kJ#wYZ1I!_rO2m_fln3uB0()#VX_pjfqI`R6gmo+f*
zG}QGKukwo7`?>n+i=2|*uR#;~@AclS4%a39oZhLqM#=PCnV$Osr{|VNhjO;I{^*as
z`sIKAFMj;#zy9z4ukSzk{r~;Hef!V<gTMXq?Emuj(anGUum0{odiVdCPlcvTu007m
zWE!l+G*|<R2KvnOJePh}IYC$7L|m$#qN_)+FOl(yU$m}WT33P`T7v>c-u6SSLNT56
zVZf@@?$E3Lk1thERDF)2y-Vwt*nHMY>wGrra-)2(m)$sDzC$)Bw0NXX?Er6<mmlkc
z9dMj(>CryehmQ9_u?_#(4*J0^df3nGZaMY`d+F4_YT(X{5H1-1(|asE2B>Q<I}WHT
z&l?Mb3d%)x1A@9$gO?=+1x@wE1A_|7RccXs=6k-0PklEt-!D~9eW$M;E>+KHr&U^2
zuQ4vc5W(aqh9UBlP9&>*Hv)Bm_4|+tk5+Bn#_{pq(WUAc&0xi37^>YX<}<70zMC7D
zs%O<Nd<mhBxDVs0lX0Aqsc;MTGcPYLu{qQ_mN-8-%llRO38pxge%Wd7lz!Q6-zfdE
zHS-J1jAnJRdDo?%VCr@07nprr`UNInmwthZc<Gn?U~nbBeHSj~Fkr7n&6DXwxlNz&
zZnh89$fswk>Dsfu=0?$~Fm-#jCQRU-{V}(W?hcc=6+2))ZX6i(9;4osH9&ir>=*WA
zq4up-x5+AJGc)0ZQ&ueIZ7)QLdP|k@RwdX1c*E6C<!%Vzy^}u#5$q{012Gdb;T0l4
zS=GvBEy5{5)<X3nM^onZg9o3f^dM0W>JL7HwJW2iUq6PP1K#s|GwO~H!~WwbP$kLQ
zAd^{t`8mv=|0Mglx_J;2OW>tWoDPhgmD9a}tmOoRx717IqGi=O`>Wd}e<hslTRGWO
z&qP<P>DlPlbh|27K1@yD+WKtHL2;m4?FiQgc(rb(vV*S0y#3&5IWr#i1FRJX+)_Nv
z=<a9AD#e&eX2)z?XM#%S_|DGj&6+7s?Nx`#w$KT?#lc}fC)-?dpmJUHnd)1(>P>L^
z)f@QZ|1x#5A%g0fddNe$Qwf}@9HhMg^Py1yP&L%_BzT#rUcRZJXLI|h;-VA;v_P8P
zzreQk1JMy+EfdzwM5pX|Vi$FNZpK{Cw=yrcz@wP~Y+5)B*;kxgc6*jpf0<{OkMC!u
zQ~_(@=@oJsr4v=dIWPAV&4AJgot$ISH2-w@nRRt@mi~?BXo5`Ae6D7SiIzD2a*R2e
zCuG6$napRWfz`~=Tt3r&b(5tDnzx=OVpa1qm(Q<XVPBTc6{bL%(49bI#q7+#c<xhG
z6Gv(K`;%|+xp22qQ!{a<z%iy~=5rY;^4`BYNCw>@td)X=iz*@ScK2p~Z!^G40ZS>L
zzi9DhbH(R_bmmLN98PQ#KNlPttJNM0E7W|V!|E-WZ$RyFuaxCr)NGIUV3@n`51RC0
zxvHAFsugbi?Y+GXtY$tJ)mH64Uq1fQ0lhzdWFAbR6Ht#`ddlD95XKPHprg6%GdulP
z)wBL|wtINYg?l}<%3n`w3wkOazM8G3rVzpvC7Mj3McB4(+H7S{k+4@kG&APPhlTlN
zk6_9dUF$vwlBeNts00T(=DSV+h`WAkTK{EsT$rV{9zhnrSj{mTk8r}+6|7!5!PaJX
zJM4A$c6Wl!&6_v2cDA}Z+Z&tx?)AN`>)SW3@8$u<B=c|IGY_V1bKv&lU!#jZsMrR{
z==<T9m`2L`SydJM4Hl`H=UHs=J={c&*1lJ)uz;kQ*<*5Pd;at|x1k4<7`IoN4%^AG
z-mf~=Z>QrF=Sz5%jXXL6kR0N1^b{;8{Gh5aI9MAN!I`>m7&+`ehqRNh<O{Q1y;J(R
z{a~C#*#3LvjZZQGV>~?4^(pP=;MwE(ve&1EJ-z{GCFB3F4}BVW?r-xP>)DM_b)Ng$
z2pM2ta9Y29R9m&`@{PEv`$V|ccS!H4C*LmQ>Q{<t*{G=Bzt+2ETD+<@tDK^+=xY;J
zH^U;ZP2BeOBo5Q`2s-jj5O~?~yEks)raF7-e#i6wkB`BN<#XH5cWtM<xhA##?|9fx
z>hS1-<0jhwp}KaDV_%Q<t7z$)t7ruMYCfZEnL2rh(4g08!)hXon!SV@ubS$wJ=RBm
zs9rVXE!Z5cqJa-dn|X%<{aGBgZyiR(3{{)MEZ648^+&!3nSCLb?(cQ?eylUKY`j%(
zOSa`$Ml9Rvr;Co>&MLqHqGQ=%-~P`QTLeSyxI)YGY|vrX_8cGn4umN3l$drlEZb@|
zjJ|wyul>b%I_lpY!Ringy3KEntQ=w4_)jWhqHKZJ3w^jPA7kE6J6|l{?hk7%04t7#
z%w<~qQSDLhz%rp@9d@ZE=Ttf@?y0RJzEqPxtv%nneONUU?L}dJM{jj>i-zl~sw4*o
zA*=v9Ue{pJaDCN>;ZUXEEuJFm0B_N7bx)=^_h=C0iG1x2zg(Li)uMnuYgr*+$wup|
zJ;x<?$wsTIeUpNi#GN=E9}oFUHd@^)=wm<7cj3pn*eu^_-hB22r$<-c8?If1+e28q
zM0UdOHF6!K=CQtZZe`2*U@f1<0W9y+>l7hpU<TIKSD+&?Xgv(I0wP`@9ug#@N+Yfh
zgw=#&wfM4-M4TqjJghN<b)e9>uU9sV13vj#z=`9z!;-e_@7VXc)!nkbBd)qHtq!lQ
zo*8fKIqjRUId(ACR-az&EzQZ^9n9$fi@tnLrK01lzlhKDlJ!+*I<xw!Gkwm9UdF30
zP%0=acGcBpE{@eusJf0BY!;82=7*R5fpjL?75LLzYMe0nHr3C<-|8pvvbk$mx4hv+
zmtQjnJnuizQ?pF*g8xL#S<NK{UiY6w`rb~Bt(!VOfZsq)K~4KhLzte|8^?V=n>CD8
z-u0gxM6fJ-wC}5#N-<2R0?mSott#EFZwB;D^JHI`T3FuqivI-GXe(Jzm_-&2`=rh3
zNL`|RHID~!|D|vzm<z96_MeQ#{vrIVcQr@)NdGz=sZ-b=f!smg2Z3PqLcv#aSFmYQ
z``91oYO)mg4b>RDF2as9YdgmVsz%qZ;kmFMgS~K$Y7Ow3r?XK&du!e$VrJf6{yMI{
z!TE{-Z$XIRd9v@DcP?;~UEkEDY+w+E4OKpd`g&)Q?)UXuXWn_$SB14{hiU!ht5e7x
zu)O)if%@wonIB$@r!aZX?}soc)%=8dDn%b(-uWe!G4h$s9cnXfI?l!Fycc_$UgGV0
zm%TS(dH&1!!`G}ct8p**Fi&_q$*(h4e3iTbfBfA4`h@J&Y=gFh(AuGhDDT7w&7Ldj
ziG4b}zm)O(a2WWYt!p6Dc&2AocfjgSVKqiZxPENr3)h+J5K)eB{q2J5-FO`IVG1+8
z$Y?y{Gut)e%eG^bg!c@*HU;55^A;k?5#GO1@E){N4{**;<2j$%tvOHa#^?y&8E9<^
z!guB^M3f_Zf0OWC4R7Vjl8tA4W_iYVW;sSkIM0A<QxMKGZy}-_;rtcKd03pdGB@^_
z;fC_WaEy;Ip260pAdF|;LPR;j_{)s(-<wlyd>5aYjeJM5F*d?>23ebeu$_4e5#<Qm
zN&nuDzK3_ntHO8Ezca%zKEikgTbqI~o_Pxq<p|@+o4NjYWp3xmo4LYjjEr!d0oJA<
zTxZ@wL^;BBGGf<1N>pw=bGD7YohKu9+;WVNaGn9zrXZYW-a<q<!g=yGzJD~GtQ70X
z+xW8W7$xC71Fua%c+b3rh;oGYSBr7G{cse<!7%#$%5?Xc@p|-b#(0dAFrUHKrXb8`
z-a<q<!hAAfAC1$%oND85@yUoiF&kqeY-f<QDG1w{w-8Z|u$?^9566%vJI|5Oc*2us
zdTu#JNI1`cYf});GjAcH9N|0}vp>l5@HL+AWX!&>8Y3fIXMnXS2-lgn5K#_teL6H}
zx>8)vt;Wa**BM}K3c_{fEku-iTnD+K736whHAY6b&H!su5Uw+CA)?&l`XpGHX?Elu
zzOWi2BV1>IwJ8YKnYR#8j&PmKs)c+%)76=FLuS=7!!bU>cm`XWf-s(W3lZfA<H@Le
zoTaZdXWRHEcQPu^EyoB6=NWKq3c`8jEku-yoQH(A$;wQ(VVtLyV}ykB47fH0;XLye
zBFYiYlRNt)9EQD>8MGsJ_RMgMk1(FW)}|ngXWl|YIl_37<!Yto(vvJ#)NYK9@STCy
zrXYN0-a<q<!gn&)CYg54nKu3@o{ZBMR%2v@>kP0q1>rjL79z?KuH(7kX`M|bVGn*(
z>Wsx7lAr!oY<+p(&>qO(ohRHqYs`6fR?y~gQR@w&UqgPrpuQ^|5!1+Vt{X4Q9WOnf
z{hQ{@&;9zFQKW<vUh&QoXJD|r_1{jT-qYKIu=jLMQuc0;XjO`Ho~T@a7hiNz{L6|`
z{+`mpdp3@rX8Ir(mDmXUyXLJ|1@<c6#~(}q2icxyVV^U4&vR9Keo)%;JB5&*LdaIJ
z|Eu-;pH2#YVk!H&HlxqQHbdbvqCorv+}C*+CLs9Q8+2}cdF#RB4p9v2v^}oolk+5R
z^b9a5``aSzwtGQ07<Q5rq-;A%VA<#{Z-rYoJCmUIG}sT@{Vwi$pX|EGq&}$Z_@nSy
zk{%61Y^&cTM=|z@WgwQU<%&DvvkVh|FgP=sVr!he+6l<HGeAqjl=lh!+VJyq(&<Jc
z#VAwZyrS^rDQW`E7w|T_s``fZrj_G=yh#nzmlo63J2M-U<z^#|wz(h;qi&~CzaCWI
z;mVZBn#~m$$CKEYJ@Wj<>n(=;%*MNwjfRI|&(>-*(|mqY*|2S+zR_CmfHvB2+Q%1a
zU(Gh23?TosZSy6Y|INB)`{U!f;|Fz39s~%Q2X$4Ban#NrJ;1y5(`vVZ0b#0n%lm39
zy|R{TTAgjfLO=ZdZ1MY=zxFo9BCCVXE%>YYgd3i-AjQTX#%P85?^N*+t<geLo_EfB
z2kyqmW$P_<ukCNQw>H}FkAEY$v4IVvgq*sWf0gfbwI7C)B>c|bY+u*=?QY+|i<y@T
z%Vn~1>~Qbx$4Q#{8|}?az2EijUa;HWL4ta@%v{Am-yI}_?l3>()^_)1e{VBDbCvv@
za@$#T$AoV8yvy*jztz6h-t>2RH;_|ag&dvQ>kN2^?EFF82VuhAC>_NK7`@frh6~xo
zPPcdM1|F76)hV+ta0A|-#3=|0#-lU_+jqf^?cQ#1b0^%vCe;1C2LgN-)DMN_Z^F+$
z_-WS<yS?q*-R(`>VMf?ao%egND+%m}X$bO)0mv&3g5+s9R8H91(oWyr+slKj@1E7}
zuW+m1P=a`{%O=<xZid@<=t?EL%yaKh<9|3RyKZa4-@V@7?QM2*-yt}?IVj8zJP&eM
zX%W1z-U29LwHoZ;<|WX9RTqN*Yt}~{Yb+UAtX>yM+`d$#uyV~O2C_bm^R5^RqBcKR
z)iGKenuQUm4a9Q(uW|caZzK1AKJP}!&r;n`K}Os9c@*)0Of65*SamzNF|S?zg3_ba
zdy9s5;V*Dy?#-*_XVLH;1;e%;i)A{{qTvmy!{8YukS!YC8CjON7!_oDA>WYBqTwwX
z-pc_F?~z3ESNjVIbaHPuPWMHCXn5x^7Y%Ri3Yi^|BSL*Sc|x=23O1<2j(0k|Co`c6
zHEf&=QJgGu!OJV4^T|x8!fM=joEZ(mbsbdUI>R<1>f}1_m&$dLHN32Y-FU{6tl?$b
zF-pRF240(j@Sb@K5#<Q)$?68Gh2410lhqB>Zj6rboq^V-Abe-uLPR;jcao=|$CR)e
z&v>$CnOlw#63#Q=+7yKI%v*>kM>tQ`EceDl3cK-?Cu^3O;TRubJcF%GK^V`xg@|&5
z@k9{>h=XF-jpsX21R-W)Y=rF$vNi=_JM$JI$`Q7c{+&r-H=ggLe`khce1!1~wl)P}
zJo6SJ$`QtsH*<v=cH`+z-pmzNV`PNu46rr@;X3mcBFYi2lMy?vgxz?)lMy>^IYvl0
z&wy)F5Y97iA)*}NJb4>m*1>K(>&e^rvh5fp;XMPdO+k3iyoHEzg!iK14U;JIn3_n-
z{5$OkVZO`ECnNSm47>52JsGhlW+Q{8pJ$M@DG1w{w-8Z|^z-DIo-1KDp77+Eo?DI)
z63#Q=+7yKI%v*>kM>tQ$><cyQ#`B$w*%wx0WQ6Msur>wZI`bAH%0aH@YS=5q_1tQV
zjBuR+)}|m_XWl|YxySWF4SSWiURaHh5w0`9+7yKA%v*>k_qblDVXqR`3#&0Q!gU5%
zn}Tqic?%Kc2-nH1S|)|vc)F8Wwajpgk1(FW)}|ngXWl|YIl_1{D$kX$8&7#MD$gy)
z2npvIaBT|0dFCxdl#86FO4zH#d1^UENI1`cYf});GjAcH9N|2<vu9G+ji)@hvuB25
ze1!1~wl)P}Jo6SJ$`QtsELT(uyYYl4S+1zv7#-m|1FcO#_|CkAh;oGQWUfu2hTV9!
zlesp9)fgG!Is>dtLAcJmg@|&5>v(Q>TB6}C8s3Nr+fUK(&OBBj4OpLip3DE$*AoqI
zPc*ze(eM^^aea}Y+R38G{!&!zji%Tiwubj#&dM>*m)V}H;qA{#Q{qj?YUz0gr{)&X
z_CEBL+WpP;CWt`S%fgGcH!_ERu7NJN{(FsZt+<BKUrj|e03ZtBq5uvu?^FStDevUk
zzc`@ac|V*dMr<(Vy;K=-M7YR^V>mpoR=ql}vYd={UVSMTVC@?5YuxP3Rl&|{&HsW?
z7tQg#4dbb0VpJ2Fxe>vO!Kd>s1?J}Oa2WW7^ql=3dC>8o)z_!ITFn>HCO=w#9FCH4
z-1;gGCWF?)@L3$CVbU%;4E&6)_C%X}khbrR(oBI{w8=g1rx}PIM*Gw=qD@|~NVLfd
zU!3SS6wE&FKM4=hI53T0@SkW2q|}sO_n$=laFj-A6ei}kAHZ)TRcjcgp&y66aoqQ(
zlYRgfKvU&i|H(m=B++Q!4-Y5fIQ54xHd(QCFg^(VgK>X4tlBp^nA!J=|6~%xX%r0o
zy(k>^Nt@HrGzt5DdNc|BNsy}R3~s&bKN*evL-<+mYOMT7|2iG1Q`jFxYUgJ`JW^Kg
z4TF8$+0;Jv2fA9c$+Zjf{_w=!+MJF?F~(c8$<Y&@<V)19z=tCt^eGXVJ(bkI_B|cm
zlNnycqt+_T@G7jvORdcC$}eHIUxe$-V~8k6W_Xco=w*HH#xtH|LoeHoQ4-!W@Y)oF
z_sm;}C`WitR&7v?@5XbUtlFS<V|0Y?474@{;XCsdBFYiIll%)@;k)sSC;1n+<rpF1
zJOi#xK{(I6g@|&5^JFbHllX2t<;hxXW;n)27|&p9QxL{8Zy}-_VLVYfAtK+6=Q~k4
zA!cK2gzXHnHU(ij^A;k?5w?^5ok@H*p6{f8XNF^Zgz*fvHU(ik^A;k?5yq1@bA`%x
z<LRDR-GQl_ox*C2jBuR+)}|m_XWl|YIl^@^V#gJ}8_#z#V#h7V2npvIaBT|0dFCxd
zlp~xcZ{y4Q-i>EHc^hB09it??XW+Fd2=AG<5K)fsUbM+Yo1EdB6omQ28DufpiA|n=
zsdH_~h&>VcZhU7?M(l~%cvY5uo<Y{8AZ%yeLPR;z&y#0*uJGM>!joruZaGFsIM0A<
zQxMKGZy}-_;XE0$FI2u8&v!CrUs#Qi5w0`9+7yKA%v*>k2f3cBe6JMObE`2j!gU5%
zn}Tqic?%Kc9@h(%?^WV@VKqiZxXu7;QxL8*Zy}=G<9ea;y-Hj!tj5R)*BM}K3c_{f
zEku+fTqm<?nZ$SF=}u<VGQ%-G!gvN-n}RT&c?%Kc2;<49JXiQ`Jmtx#JhvPpB%Ei!
zwJ8YanYR#8E^?kKe6JSgspS|U;XDJbO+h%%yoHEzg!AOio=JQ+p7P|*o*9nu5ymsv
z+7yKG%v*>kM;K4CTv3hh#uJ`oxuSMsbcF8=v^E9dJM$JI$`QVkxi*E$cjMVk=Gqii
zV`PNu46rr@;X3mcBFYi2<GJB!i8i@tlOrZ<KSi57^O$IpAB4}w@l$^=9YyJRop}E&
z=vSQqS<E%>9Dx;Hb-WKi^Ck87;=t_r-8AYw?G3`-)2(8E(Iyvd^1f)3YyOBfc{uL0
zdqFoCc9K-I$v4SW^>|<3oRQNu?YuLyq0@~<X5(MaZhU@iaxPDar?Xn><h@gLjOde#
zKDh@sQ)j(P-YbPLC=zAiXRc39MtVT)r%)*8znk{hK!9kJi$=L<lqcbL{$~4ndjnjt
zyM3cqX5M@IagwI~MtgHp*SX%^3wHZE-EzHm2g#s2%$wTU?%wS0Z3g9Pmk-jRztz6h
z-t>2RH*x@CwGZMxC}{RZ=_pR%m|N{_e=FSB>GrPOz$*Cp{v=L8;4&ViF&uRl8r<&f
z1~+%Y9jt+$qEYU7SNmZ&sfqQ15YLZnbwC%#abfssqqdx&{Ap{HZ!D=%UKXS}?tTd7
zysu>0O4O)?>PGX?h`f5~i|Cb$UO9-hmvpwZ0(qvu-F^(B!F_|8R;4Pp=#`6Jxsk5_
zCXI&e2XP2Jap^*{%*Cj@%PE)f;&>*B@iqs4I?l`0Q?|CYc@)tWy>ihjS0Fh9x778@
zz|DS>b2_@kNFC8DM^A`edFBZ=0Hj{ao%7yMTVNy#?~JpG*fDtL&4W`t!!GQ{Q35?+
zn7!uHhk*9hU}UTK%iFs!2$Dh29ftJ{t}>z7Q%U_Po(}IT$NW}l)|cp&C!hOY7p!@%
zZ^CuvzWfU0M!r;%A-z1r(s;&`4C!UtF-pgIAUW^F-lms$``%^mO%ERv7zkcK0lGf@
zchOG=aTxUT!GsHboF?N*nwSb#{AW=*z#oP8B&Bh)Z`xmKA5T_tP~GpwbDpf^pmq!2
z&DG%eAJWe=-yxzLncYotGH})J#xtJeWZ;%#grtvWz_lp|=b5(<QI2q)tj}h$-;Jj{
zS)a`e$M^{28EkC|!g%H_M3f_pC+a6e_`C6ZC+a7}Y>bVtok7;7AZ%yeLPR;jcGABy
z+3&{lo%HX_aEy;Ip260pAdF|;LPR;jc=BehQ2uT_-7~92uRI&Jml1jyp^uaLclvn!
zA|rNO^}F$WCnI*;a=aQ#|BgYn{*?ZmxeO8INdHdW#+Nm}8_#<3Hoj~-MoD<jz-v<w
z-ZO6@q8#D9=#|4gVIETxX_<$k9U;tjnfYYIo(O+8zOyGI_QY&tu=Mi`vNi=_JM$JI
z%8`DaJkxX4@5U3JJkxW_F+#$523(thaGrS!5#<Qy$(Vhi{M~rIlQH|kYK)9<odMRS
zAY5nOLPR;p^<4RTrMRA3jgb+qGr-yugzL;(h$#2CUMPRB64wi>F*3q+23VVdaGiMz
z5#=7&3+3-s;(B2<Mn<^K0Bchat}|~Tq8#BmnN`bVzZ*|?GOLyuj`0!3GuYY`gz?N<
zh$u%GPe$dr>UZNQPe$dr<rpF1JOi#xK{(I6g@|&I^HlYFwKz{L#|R1M8E|b1!g=N`
zM3f_(CwKNt_Pg<vCwKPDaEy;Ip260pAdF|;LPR;jc#`Fc>V7w#@FdF>wHu=&d}pAw
zDG1-0w-8Z|@SV)HDU`n(&vr7`rmz|#BV1>IwJ8YKnYR#8j&L2%4Npt-%0;gnF=6{D
zdgYnNoJg2^nJb8Aasn5XHi4ECSSR4XYlnB0?<0EUogt_yKLP3X&ciSXgSa>7-1_p?
zgU1~rWz}hy7VYKk%w2p2<kYgityvY^m!#I5*&~*repyG9)H6u@!6>O4fx|-O*Kia*
zkgjL;2R-xa`;@ux^K_zAzdJ>R^YGQ5Jl!|-JG1qnLg!|C6Vy*}S5@E7eku-r%x}lj
zD-WodnSA`o=#`hX2=J^{OSL>Yb@zyNxoDT4h;}*2nv!#`xVBYoHI!rn1fpY}%Scx|
z2B@4}XF%qQNaHRRC-yE)w5H`Gjz*w#sd|?Ss)s4=6Bo)C>%j`odmVO!zhcK)S!3@?
z8XioBK^poX5%x434%L1Cd$21>FtMEWvBwlT)X}vzaACwU;>e!X=u$Sk!cYB;G(1c}
z!+R4Xx5LeF8@q|C)6qEYhcJcDhh(^E5RJkZv|g0^-=QA(;ixR~y#><a*ZaG@&2Fyp
zjR^PN>IO;ZZ@0HVpd2L1Zv;0s@PPO^Pum*ncnd_X^Lq2uuJdZuve)_MB_M`%7b6L4
z)<XwtEC~;+z7!0wa$VSQ`%+=W$~B)D_4=UCi}ivK&yQ?%Ko`exVfbpJwp_55iBU~x
z=0*fB2A?gdV@^eDj<Zi5aXfJKH7c)G^95BJtM^{J2(6zXSKH#cbN=4l+jqWxbf>1>
z<Nn;aHBH9{aMA9!eiz2kUepWHXgq3-_l$OS>#I1J3|bGvXK@5$HRd=E$!J6?N?O6F
z6=V%Xy;eFN4_oOVNLxMly&JZs2{fOMTQF%V+7tb9eEx6WRh{!F7`8>fT;uAe1XYD|
zzI=4AeYYQuQb4D=mswEtK@bNAAvhMXTHor!a2RyM;r(D@TK%xrfJcL1g12cO)z><L
z`-Vf)Sba6kG!z`KuBL^_@5J#KPq<pjUi8b2vtQr`3KNQcx#*WG*sZeM@#*LoBN;`%
z96cfW<(Vh&0qLxIDi-~6e3o!zW(b)DRw#k5(k!sTYK)A`0?RL9wqJzn%wvcsN4P#`
zbieV8CmGZ8_ZB8r7$xC71Fua%c+b3rh;oGYWMu~(Qf)lv$;u9DH%3SJ&OmEZ5WX{S
zA)*}NJIT?&Rlpn1c#@-mTaFPD&NJZJ6om84TZkw}I8WAVGa2y4Q=Y8XW`<*Ygz*fv
zHU(ik^A;k?5ylfW6e0xPc)k-g6k;~UM%d0EYf})mGjAcH9AP`@-<b?}<M~edcV;-o
zM;OmwYf})$GjAcH9AP|pGbj4xiMQ`v_TKbxA`c7v3n;*9Sp9d=PX}=r^uxaS;esD$
zQst(6#eWv11N>3+%Zu5tUd2iYw!T4mFy}B|4N+h3Ow#?ne(TKohWe^(c5i*P)0urk
zM(nr>c;mZwGGfOq$4E;5ZmtaWAJV@wpCO_g>EFrQ__79g<5^GM#+Pl!C<*Twcx?*8
zd*&@flq0+s{c^a?%VTOHE&Ao!5yE_znNLRSi4b_>J9{!>Ps~OJOFz#bYf})mGjAcH
z9O>uDGd))UZ#?12Gd;H)BP5(>z_lp|=b5(<QI2q)jM*1T;Em@y$*Ejejgb+qGr-yu
zgzL;(h$siSo-2W`6xVaBF*3q+23VVdaGiMz5#=7&3nlPX;(B2<Mn<^K0Bchat}|~T
zqTJ(pp#;84TraG~$OzXNU~LM*b>=NZlp|axvuc?Pc;o3#X4NvoF+Re023wngFrIk}
z5#<Qu$*4S60dG9z$*4TH93v#0XTY^72<Mr%5K%62o~nSa7U!wu7$M<21FlU$IM2L=
zh;oGU<j$VSfH$7<<j$TMj`0!3GuYY`gz?N<h$u%GPqJK59q`5zo@BYAc4Kse?+mmy
z1>rmM79z?KzLU8&g%Wt<*-qx#6jozogzF5jHU;52^A;k?5w7F8;c1C}x#*W8CTu@N
zzdZAp6U*^Mzq}s)Ywh}N*_O|UZmsB-8;NCqE8M!-nFPJ3!G758cOe&q{`-Sbyv|Nn
zG~ZG4ZM8MuMZX;I{I}#n*FH)8a+;Ss<BjL7mUek~s;&{;a?vdZbyV-HcS#FEBS)6~
zT*Jg$WOP?^uFxzmZ!t}?0Rhn~M<L9rEL<w>mgtp>Uikts>zuRmRju=C)$-Q)=EXYK
zdDVr2*Llra<?Fo0auV2i^<}iM^U5`%*!lLk>ezX$`Cst5CVJ(28^%-1#Hc1Tb0dPI
zjqNlX!NY(bNBe`+-)L{PH`*J1G@1;9Ug*cuVVL-b!@%c~7025v4?Z58<t0>CYJHu`
ztJQoF&2rH!$LH5VmRmH-HC^h}#YMARG|TbATXSW7VLxN4W6>-Z&2j}g(JZf{o@kcm
zo{>C?+7<YaB%0;g9eJ1LMz(Y^^Q%z*UZt5|h1D1tnfaAp!fd|?*O|u<QI5>~B3aVQ
zy5EgwJjs$?wjHA+yl3FGDG2YGw-8Z|@V@4)UgJ4WR&&s~0T><OI|HpvLHN$Rg@|&5
z?<6k+e~r?3#*@4Z+;WVNaGn9zrXZYW-a<q<!g;brn@N8+p7LakHZvUKBaCOTwJ8YW
znYR#8jxe4mpb+uz#`B#hpb)b$Ho|rWS(}2eop}op<p|qJ|IVbp8_##rzca%zKEikg
zTbqI~o_Pxq<p|@+n>o=e7tL}5b$JV~9pM<)$%q|S{%(BtPDbpw<rpF9-&rSRQ;`0h
zc?%KcNdHdW#+P-!8_#<3Hoj~-MoD<jz-v<w-ZO6@q8#D9XqJm+Im0(82=j?E)B-*8
z=f+%HGGb4}zZ>7#lM#DjHpWK!c?7BTr?8#53=!o>KTn?Nx$<}82~VEsx#buk;XDJb
zO+h%%yoHEzg!5#~zEJ;eJl`{`JCJsvQ&^3W5w0`9+7yKA%v*>k2f3cBf3FnRbE`2j
z!gU5%n}Tqic?%Kc9@h)??^WV@VKqiZxXu7;QxL8*Zy}=G<9ea~y-Hj!tj5R)*BM}K
z3c_{fEku+fTqm<?ne=z#=}u<VGQ%-G!gvN-n}RT&c?%Kc2;<49JXij1Jmtx#JhvPp
zB%Ei!wJ8YanYR#8E^?kKf3FtjspS|U;XDJbO+h%%yoHEzg!AOio=JZ<p7P|*o*9nu
z5ymsv+7yKG%v*>kM;K4CTv6@s#uJ`oxuSMsbcF8=v^E9dJM$JI$`QVkxi*FRcjMVk
z=GqiiV`PNu46rr@;X3mcBFYi2<GJB!iDtQImLn!?KSi@V^O$IsAB4}w@l$^=9YyJR
zkfvS(X-!aX1ewe=?;L>@UUj?=(lAN=y*My?em9MJPkV!~_jIe+|JC~a&!*vFst-h3
zFIG8SosPzFKZF;0Ab&PWgJ=}SNqu$NM%8!GEZ;P45&dn{FI#Q>?JS%UO`B+nW;vkd
z+fx(f9v@7CI2Qyq*PGQ+E#E(7=ZJ2(=$4;|ZaJB|VX}i4%H^}$3>VqJfM}QJm#T`}
ze|6t0+U25MF52a}9JaZLc-}I)*m>m|f$V(yT&3*1*8DGcT@&r{JXp)bs3tUXBZANW
z{?gjzqh64j@EvQXJoI>IQ7#|H50zwmD@t0ys1;1p@j;MAy;eFN4_oOVNLxMly&JZs
zN!W*9TQFTJ+7sn+d{z|Y@-H9VYu`DX#D-j=Tz+?yhVdvEw!cZEVf#)TkI^@xT#gss
z{7U?izKC+U=Y8Zq8I65WE>{o~<?=crigJ1G8Bs3RuE0km$(gR*k#}isWK$&bzX}cT
zRhs`*SdEd9`Cs`Z%=U|Lop}rq<;eUmk}JKe{@r-SlU(U#+c8SQdj?*cg7BVs3lZfA
z@5!1DssP@2&XYAA)NYK9@STCyrXYN0-a<q<!uQ&@_>E^g$<83k<;i%GCZGFXGpHWF
zAe?8ubByz3r8W})Z#?D6N^NF1#z%U223wngFrIk}5#>lPPjpa-1bE~5PIOR+*%%vP
zJA<rELD<f`g@|&5?WBKa0^p73JL%t<;TRubJcF%GK^V`xg@|&5@#M{%D3^<Jxq-U8
zh1ZU7jO%2?j_ZFnzI!JlcHDA|ko51Yld>sD|IWOHh;pQVCvW4+>feoLJ$V~nwjHA+
zyl3FGDG2YGw-8Z|@LrV5VTEiSQxj>KYpWe0%y*gjWW=6GfH%IgCnNU6Y-F(X^9-^!
z1z|h$79z@#ex5wjbN%ne6P`TNbIUP8!g&T<n}Tqjc?%Kc2<OR|eW3x~c)pWt%7xV!
z8R0qutW80<&b)<)a**q}2KY*GJ+~SoBV1>IwJ8YKnYR#8?s2`)0AD4p7gl3rgzF5j
zHU;52^A;k?J+2oT;H$*-!fK3+aGe3xrXXBr-a<q<!gVsMmI;72p6+B;Ei)YBBaCOT
zwJ8YWnYR#8jxe5#%5(ki##5e*%5%#xLc)0lT$_S$o_Pxq<s#>){`YEeo?4C(63#Q=
z+7yKI%v*>kM>tRJ?3n;~<0((>?3v*hA7MO$txZ7~&%A|*a)j|D%N11sZ#>~imMdyE
zMo0M0Kx<PFzB6wjq8#BnnQK#MfH$7)WUftNHAY6b&H!su5Uw+CA)*}NI-VPzmME8t
zayeqc_EVJ0GmlkB7uKs}Uz)^WnjTH!NU7b_*L%@P@h@{N@k~GbqSDFK`r+#Y9C+>U
zuJV0Exx6zB$DJo2;@)`}CSefw2Ax}9-g@x3^Ee!#@KvW>TC|tDGk38lO6Sh%N1$*&
z3ZEtE(J<^xg5J|$KkRoq`-7f;v%R^|7ESdTfQipCCfz4O(u+vBgwI5|9NhYkh)>(S
zpc@Q3!>HRiys`7`&bB{JmXntDqtRp-^g=(L4#UJh90op1S&CP})e<h>J6+$1ZuxTH
z>I~9@p+V4t*^nfIAPzhIanBaCwB2`R+YQs6Iw<eWvGmFs3g>xe+prW6e?MFNzUHsJ
zjkwS1oW&yfgqyLm-X%|oLfihW!M^&BywS;6SICynY%;sBK><-M7uE9ihQGa+D;;~)
zdcXxnmytsD&ZglZ$P}x)U-n#7qmk@gosPzFKZI#}s`p5PXcWdtCK~?^CE{E$Wdm>z
z5$@FsSYuW1YCjAoN%)<=*}mT109Wj8-_YdGYrq##Eid4Kepw0zSh+6jxP7UxV&$4o
zjCy_0=f!$Kh~FI~gYGZ~$<}uFW`A!pFs58SNQeGb`&xU`-|5}JE6N9PKL$9D(ovlF
z8||(3w!al_>~wqAZkYYvpTv6nV3fwt^e*ha-P;Xr?u0w0!kbC=dw&x)`C+%Wy}P@O
zk4PV;;Q`!srJ+9vlBeNN9e!&|1DJ4mnHbfCW^P3AV(=%+tCoLn&gdAsm_3WjK=l<W
zuU7NrRr7oG-fI`(q|UIe7|-(jy}P&XeEsN7O}oeaxpONM8V5=7-zh!u2!!3E@u)T4
zGZM+Iui{`bXgv&{#Sx6onBzPo;}4=(u7%rc^vCr$4G2*i$Nh{ru4a#;N!T~Ft7WQh
zkK?edqjhBJeO%e9(gXiuJRSA#j`pBa8};y-@RQo=x5uM?qyS(V{$XuRXx!BKQEi<&
z-v`6Rl|->TAId8bA&TV&IQhp+VzPY83;u!+Ug!NMaC;eJ_j|#AqJ@!=>96}wqJB6^
zflm2l^9S(TNYxsK&}qhD4{kU8>7)-`C|+6L^`9I>NfM3r{qS%yj#GaKBbF6g2jhd#
zKN$DbfQRt_**7|v+4qY7WD>+_6b${nC>-|5UenPufty}<ixB#gAcgk`BiwpfYm*<s
z&w5vLBvC9cI%!cXuOpx+mgk<4EQ;C{_;@6_(zQGA=H8LHAY|TGq5Zu|^S%nJF)}jm
zE5C%<ei5!Sk0GKQ;X28YURM2XJmX1@^s?<3CE+~-uT4RC&%A|*a)kF}EeBQpZanA7
zS`KPAMo0M0Kx<PFzB6wjq8#Bn$;!ZWzZ=hZl9hp5ju8^hGvL}3g!9Z>h$u%mUpHx|
z@suYkwAu7OjE^v$!PcfAjA!0LL^;BEqJIL!!D$kW=R46qA!cK2gzXHnHU(ij^A;k?
z5w?^5oe6(8p6{f8XNF^Zgz*fvHU(ik^A;k?5yq1@bD~%-isc6C@)lk@!ZEIs5j(E?
z-T3aEjM#C@F+$S6vrfvUApJY@79z@#{++yyFROkxp7rEyeA#x4lJK5^*QOx6XWl|Y
zIl_BUEQbYIc}z{DWv;DugfQP_=93Y7BK_U?&Yq0e6SI-Q($6!<+7yKC%v*>kNBVj4
zOwV<{8&7!hOwTRH2npvIaBT|0dFCxdlp~xcWA=sicjNh<S>1sQT%E#djEr!d0oJA<
zTxZ@wL^;UyT>E>axSm^$krA#lz}ggq>&#n-DEGKtXn(H~*9)sLGQxERSet@yop}op
z<sR1y?eA6MdSNw2M!3!ZYf})eGjAcH9N{{dRm+6G8&7vKtCks#@e#%|*xD3?@yuI@
zC`TAiM&-HgcjGBfM&-HX7$M<21FlU$IM2L=h;othRQG$eI8QCd2npvIaBT|0dFCxd
zlp~xcclJ#9yYZAKclOM1jE^v$!PcfAjA!0LL^;BElI4mje>a}+B+C`G8>1t9XP~ty
z2;Z5v5K)fsoy@f<w7(nAb~4wduo@#HTxWo_DG1k@w-8Z|a2?MLPfHZbMX?+)Vf!hH
z<(bDsvHT!>1~T2EST2g?A<+^Ct-Y<As50K}cR_|y|DCXsbk?Y-yo<`aQnNojoQYyN
zFzs(<rJ7Gnu^clmW`y><)zT~PpQdL-tz6W~K^yh?)ym1rX_Yjz&?+x&FdSrq0isln
z8lqmsEq^AJeXh{R^}NOM!``Jy9BKjLXavH89!Pax;Bwsy1&Z~+ga?Y-7gWsfx!&_?
zg^Rr_W#wWeyZavON|H$|r*14t<)TzRNBkN)a&H+G?7VV~9Cp5at}b?7YyKC!u8C54
zE-SxGjA}wNHzIgN@>8t_?Z?snAO$h@O)ZrkjX*=a2Xe4V$<>F2vp&mhd#s)E(Bq-2
z^~UpRHD5%n{AfK>w=T(`x62L#KclO?t7hYCL>Sxr^db4F5PQ~w-nR}T)ZDF>^VYTQ
zMWZl?qu*<lcGKt_mGJCvrrxLZ2hX;&vky@#pCf55YUQF<ew<gUhJ!EsL)6MWPt?kb
z&PmkD>nJE{<+*1hgQ9i?J|an;bnTA(2KP+T{T|+A<z>EgW^ARtDtjuauXZ*K57YY1
zSEr+K+z(;xq7MUlX#ls#aZ+C$QBLN36}sQ6H0P_Z8Y6L>8x!HWa6PVPiyK@g`O(XY
z-;HNH$&X&PU3iZd^J9NXAJ1Heh;n4ECt1fqRlgh0d9sd!+KthXex8BWrXYN0-a<q<
z!grF9fopy@p7A6j1GgL_B%Ei!wJ8YanYR#8j&Po=&W6YTUXYrTZ9L`4>TG5>#zz>>
zU~5wl#xrjrq8wp-^+dhK^POm)sELOrLKquiJA<rELD<f`g@|&5?WBKa6Qdf>chbKz
z!!bU>cm`XWf-s(W3lZfA<H?&jQ7ad<aszdF3$GpF7}v>&9oPJBeD_X9?6~C^A?e>)
zCuLKR{+)RX5#>n#PTt0s6~7zLdh#~DY&%9tc+bFVQxM)WZy}-_;k~Gp!=%YPrY6!d
z|4utXnC~+4$%s9X{ce0`Pe$yC*~nn&=NV*e3c_~gEku+f{XBW5=bGP*Cp>wk=ayrH
zg!2rzHU;54^A;k?5zdn_`$G4-@qEv$7Pay;8BfyWbN_1w(c>3{>&$l!b3NDnUMa5U
zR%2wOUuS@|DG1k@w-8b8_3MT1_bPF{uo@#HTxWo_DG1k@w-8b8alO#}UL~#<R%2v@
z>kP0q1>rjL79z?Ku9I1{O!T|)bSJZFnc)~8VLXGaO+gsXyoHEzgz;olo@;(Lp7LZ=
zo?DI)63#Q=+7yKI%v*>k7dcNgzgLU%)N+iFaGn9zrXZYW-a<q<!g+FM&qTi)PkC}@
z&kV=-2;&)SZ3@D8<}E~&BaA0muBhsF;|Wi)Tv59*I>L7bTAPCKop}op<p|%&T$@7o
zyYXx%b8QN%F*3q+23VVdaGiMz5#<Qi@!asVM6F!Z$`KQ`pQ2Wtd8|UZus#7cmnW>R
z_o5SJUrxg$_4nc+QyxFBExV``GU4AfZ=HYxuN~f1zK^Jti(0v;mG2LF{>}C#$nhD<
zh>p4&I_jcU4uJkgr=`iwQkr3Bvs!xPd#CFgQ7jk5@)J=kCvS8z))kuNGn)((*`R=^
zmWyh6d&A$}%ax8rwOmxoMYY_&-rWm!`#W88(R_E147x*qvwd9)b8l^TZ}#^#1GDw=
zK|1ue+Sl5f{!Z@(UQs@X`!VRwjnYw^fTZ_Ud)wa%H+H(cYd6e(?@!`1J(|R$G=`>k
zVfXFcZg6ua+%Xm21UWr_6E^u_x3|5!yNwSbAEw~}XoIJrKbRA&(^f72G+k1)e2kg*
z?e{RAC^Q9`GNAhT75Fb7$H=RfzKCAA=#}HMYe`-m70!<)Vc(!;j&Azz!Z_MHGWDwE
z*uQ*qul>b%I_lpY?Sb~>sE1dCpJa!680`<z!U$FU_IT8f(r7#~4gavVCe$`{=17r$
z9}E{)61{TKD?iT5RfDV-{vmqhqE`-}%e#8fE3c!V=#}T5ksONJ6>QK)y%0R-y`eV1
z3qiay&RmwW>wG^9CrS8S{cFt&`*D<nX&PoP81*6a3&u-XQ~LjTdl%qAWe{|SVSR(E
zOlbC0Qh$n~S6*De$*eEYE0+vQaJk4Y7EVmVI32E&4C!Uf@5aybBpK4nwqxjz^FShf
zyzXkHk0<vX<YMxor(c~8@5xFIs{7q|&XbiK)NbKB1M6`L!guC1M3f`5yGc$4uKL}0
z#*>^3+;WVN^zjV1HU;54^A;k?5zdn-J52Vw@sua)vzg%-A7MO$txZ7~&%A|*a)j|j
z{e%dAH=gfA{e+l}u@Sa2$l4Ty?aW(<C`Z^%`gb-*zVUn~{W~)p<0Fh`u(c@&<C(V*
zQI0U4<YN%Ma?vX{P#3*&?Fh%XPDbpw>UZP2cQRtfEyoB+|IRuon}YQ3%v*>kNBVd2
zHomO+-FViMxAA4$F-pRF240(j@Sb@K5#<Q)MXwwtSmZG^k(PNl+7ZHhmzhsS?1}Jq
z<2!pYVo%IQ21`HBAZt?)wli-bq8#bx$um7y{cb$r$um8-93v#0XTY^72<Mr%5K)eB
zo{ZUxUb&3f8>q{ey>^7dT+fxi8{fB+m2(HV)fgG+*IDOeQ;>e0c?%KcUcX)_f3FhP
z3#&0Q!gU5%n}Tqic?%Kc9@h)y?^WV@VKqiZxXu7;QxL8*Zy}-_;X0XB%VfVBPj@n_
zmKl!m5ymsv+7yKG%v*>kM;K2=<+<v2<0(%@<+<e;A>lj&u1!HW&%A|*a*^{?^?S8A
zPc6p?3FjGbZ3@D9<}E~&Bb+C9_DuG>@suZb_RMgMk1(FW)}|ngXWl|YIl_37<%;Tl
zH=gh$%N4a7qa%E0ptUIo-<h`%QI7DP%(W?$zZ=hX^8UTB8Y3fIXMnXS2-lgn5K)eB
z9nTF<OZ3V`uN*O9`zd<mna7++lr4JY_3&S7*Kf<Vd`6^dpN!+Dorhr(261oDx%K6(
z2ah{MNvhK>E!x9Nad8Y$xJH$*PCrUge-u7T(xYM6nFPJ3!G759c0?7t9$@0Lj7s+{
zNV$a1M6Vp&`q#v#?OxCghMi&5?Hu0N`F3a9A1BL6O8e0Wgfn}gA5Vv2;vWtJzsSsl
z*TK~iEAO46V??QZIaqZD>A}#z=fP||K>8>SJN<Fb7Ou42cV^oS)1Epg@5iz9${I@M
zd1u?O2oQfiTl~J}uf2_+&+44TBKZVWr?cKAEwoC0UFz!^?5qFCNDuI>kSXWCo62k;
zKs3rxKh&$Z-B-as19Dyj1B-=+y-SlAl)FHBI2xs4>_KQRz<;ETh0?@&P{Q+GhaKS$
zq2+nClEvPYvSzW8AA1jWC5a@K(=`^2a?vQCBYSNwBA&O5{&imYjWj$=LB)F$WVpl4
za68{%zWi`h*7M%l@OQ8GcYB*%6!b3dQ!e9m?X7N*g#LDWYeUP4-w1AOn5tKe>|QQ4
zzPp{r`n~-)NmGy#2Ssq$Q8dcuMFg)%?Q}_v@+11<?s$9U;l_hARX}x>6s_{{L6Anh
zRyrOJTj?N3TfJb^>V~ap687QO7EF)=eeLyZ)S~rO983nShvBn0O2cGkECl?FuJ*1P
z@4rR{Jj_oYlAj9Q?c3uxY~MPJ5>u;M%v;yG7mZ*@CHg&>o=bGk(Fo5DXPW)A{@~e`
zcJ^_1l$t$$ws;TGDxcL*zuON-X|xxq`x*WB(@H-ox%CG@92|sj=Yz4Yulg_?2HkLY
zKbV+StHGpNeKZIrc&qkN?Xe#njnd%IG*(}Y>C9JG`zDQs?K^Qi#uKiFq^|Zr-|v~D
z<{xHUAuqrDFG%MzNvxl2z#{zVI4@RT)(PQ**LnX5+*QPZvEzdOL`xze(_i<WL>jee
z6e1LV0Kbh?tswx^kHg+L?)%e8KY$CMY35!3$w8DP(P-Zf4=3X|^@lK4S+R96J_!AT
zabFE}%<dZ<%<Ox`e=-T;Gzx}35NX&adre2`679o7L+DQeko}EExb?FCWHj~<;b*<8
zInqb^*Xc-|!u|-Pg8TlnARZ~J_lChf?rdrw`vYAq2^zEuku4|p()e`r3^CrKRgRwU
zB!8lI1wJGRp-+j>?5Tu}`ltiu7m(B8JsIySRKHhg##doAdg?egCc<^$dR)&vH#Cb$
zcJ#8|cjFmPvZI%67v5{`KF|N8k7wRPM4jAC`%CTP$tn)2`Q3QVlT{qlZj6rf^9-~$
z1>rmM79z?KzLR_mT=Bc{j3@aRxaAlj;XDJbO+h%%yoHEzg!5!=Hk15rJmtySY-Tvd
zM;OmwYf})$GjAcH9AP|BJ|UvtjpsX2J|SjfY=rF$vNi=_JM$JI$`Q7c{+&sFH=ggL
ze`khce1!1~wl)P}Jo6SJ$`QtsH*>{`n8wpRv$_N8cwl)2&a1)52-g{4Z3@D5<}E~&
zBU~pVc3knh@q8yEcHDA|kZ_&>*QOwxXWl|YIl_7JHomO)-FViMxAA4$F-pRF240(j
z@Sb@K5#<Q)MXMYpHRdrjk(T*)+7ZHhmzhsS?1|`i<2!pYVo%IQ21`HBAZt?)wli-b
zq8#bx$um7y{BAtq$um8-93v#0XTY^72<Mr%5K)eBo{ZUxR=H@E8>q|5Iqe9Cxt^<j
zH@<Ht@8?9TJo()JnsrCVFG#=6eCICL3)Syc;(B2<Mn>-88DMP+!gb~?M3j5?@P+F4
zDsjEA8Y3fIXMnXS2-lgn5K)eBoy@9blHZM|JDF9>49EBg;~8vi3c`5iEku+fj3=Y=
zT=Bc{lqaL|+;WVNaGn9zrXZYW-a<sV$a$*xy;_{7mScp3^9;B)1>rpN79z?K&XYTP
zCi&fX%9A^LW;n)27|&p9QxL{8Zy}-_VLZulMWq88Pk55$irS6Q5xz6f+7yKE%v*>k
zNBB<W+7znajb}S~|6W*)krA#lz}ggq>&#n-C`Y)C=Z2>xTIHfuj+n6h6s_{iV-@0s
z^$D=KKw*8o7o8~kGN`bm{+^N#dIn<K=e1=QLC8@3yXLJEaNxDWyUO?R2h&lMW_zB6
zea`4TLBTQq%lG`CwC8uzsQ0ut2zyVriv3@$-~V({_~&+(zKB-&rtyfVsEdlaQj2f*
zyKsTfe<!R6o;BJ;oQYOB#OB*sspb>XDrYj4845gawe-sOPuV%5SuUF8>UQk8HOtA|
z4U=oA&@G?cX2{3}21L6Y1u;dt9PyD7L1OjHpf!Q>TmI!ltM!e&dggeA%eL2vSYMrv
zKt?izse3*o!A%3uvsK!sN;>`>^?`p&iCiPXy?PmIY|opgXPsACAZ(r2dv}lwy2D%=
zduzLUv%j|)<lD`c%LnNYguJhTkoQjSMh-x%_CZ<4d)wa%H+H(cYcn$5?@!_s1TW)J
z8pBa{p~3CmZg6ua+`-21vtITdYb+^kkJUxHyohXdKo`exVfbpJwp_55iBSzB=MoM1
zxIr%!O7~sMzDJ|UFzA6atWtILA@QYOPKkBg{SbTk1%asu<=3jbTFsYN&F|HFuU&-G
zJCh$m)y4BYfA8+?J6}J#Q`7Eof9~9xrb>1k1je<ha@5m0-mUST5lk-0jGN;;BofZ8
zC~1LCd5|?E`sHmci=H`1^vexkenbFM$jmEc@H>YS)ab5P8W;U?(J#j<;c+i@C$%4n
zYKwlk=$9)@oq=2G`j;@xezSABFF{1VJiq2hPDSksd_0ycEZQA;m-eDx)t(OT$t<u!
z34E1iffZI`WMmdtehIVvB3x%4Lqs_;3yfq;FKd7|p7A7Odf9f2lJK5^*QOx6XWl|Y
zIl_CgvV-b?H=grkWe2qzqa%E0ptUIo-<h`%QI7DPyvye*;EiWI$<e?q#|R1M8E|b1
z!g=N`M3f_(C+oGD40z)yPu6QQ!!bU>cm`XWf-s(W3lZfA<B1vy5dv>K--#LuF&kqe
zY-f<QDG1w{w-8Z|u$}bpOa{F1d?)=oGaTb1jAyX5DG1}4w-8Z|FrK`bE0n++Pj`}^
zp|BbwBV1>IwJ8YKnYR#8j&Plf*l`u`#`B$w*m27-Lc)0lT$_S$o_Pxq<p}4=+xYT=
zhsLv>yp1p0j!_ccGw|9Jg!jx_h$u&RFZ$)MLMo4`iL}hM)s7J6yUcttVo!v?8{gTJ
z5qn}bGFbX~23ebeu$_4e5#>lfPoC+y3V7oQPoC+y<rpF1JOi#xK{(I6g@|&5^JL6k
z^vgxR+(2Dc&S^(D%yrQ(_x8QZ-kTmSv}YIj7f^uoX!`G>pAO<M=!bpt!v#N1lkp^l
z>`?meivKK12l%7tmlxS;sxq3@uaR$RLgQ0kC0i(gH~v1Jyo)ca#;dU0!<#FD{fFGc
zGoK-%+`ES_l)zVs>xI=A8R0qutW80<&b)<)a)j$-RxOhOZ#><}tXgI`#zz>>U~5wl
z#xrjrq8wp78I|WM;Eks|8I|XjV}ykB47fH0;XLyeBFaV1Qx)*l;ykq+BP5(>z_lp|
z=b5(<QI2q)+}Sf3@WxY~+}Sh3F+Re023wngFrIk}5#<QuNtP?B1KxPTlPp)%Zj6rb
zoq^V-Abe-uLPR;jcQV(ePy%l}+sQk*!fK3+aGe3xrXXBr-a<q<!gV}1JT1{L7yWX?
zgzcy3muDVpw#o$)+p3?2B>Ls`@E84Z(J%k<)`Q0#qT|)+M@j0B!e>c(Gz>eFpr>@b
z``ym|py%IgZ-OYF0aO#UxHHqlG8;8|(Ju$o1g9s_J)O`|8@w8?mV$Y7>h2K@bI~wA
z5e@UItSN<xdDT`!Nj5+rI_9~Ibj4$US`%=_J4coVc#Fk}J-#Bq10nAVT+Dl+e6b#^
z@VwVyNBF~Meb1|vHTJHg;Q^=zr=dRxlBeNtsHAw`gI!62iRHA9J@&w%jxIXpqGP_d
zfgL)2E~Al+b-fy~?0oxN)$F|1{4aQ2s~4}Ir&+%s#Pb#E|4?<zH`8zgx8Qyp?GMs9
zI_CS~D2#()^n1M69(%_e0(eoZzFOtgYQBh)`O$jzFkF&IZ<iegenwY&SIx%P$aA#$
z=|l2UA(5@c#BUu&xaRQV`das*Q5eM0@3n%vX|!54nkbZ;dY{%en{5##bK@ydGEc*J
z6b#!+y#04!9PJ$$&wNygp>NV?*uE3TV^n#shNQ0cAP&<Mn=`E{^5pc%e|x!K(4I3%
z+%uNoPse%f`m#<27g&puxhR<{42qI@9TP>#Jok)bSJbY+M<vO}qTPYrpCfZb$b7Iu
z6MU8CgB4a|WR7!VB3u`)$Mq8?&LrLM>$lE~r`A_xBM|k~PA4A=8Rsvnfj6G<BzJn*
zcHw<~%W~W=(#JE;A)*}V<H;HistDeA&XYAB)NYK9^z#g~HU;53^A;k?5x$db4O|br
z@r)<g8o1>cA>lj&u1!HW&%A|*a)k3_<u(%pZ#?D6%57#i#zz>>U~5wl#xrjrq8wp7
z(M2JW;Em@y(M2I<V{C-&46-%_VLS5{BFYiAlm49vf;XP;q<?3IV|;}147N4}VLbB|
zBFYiQlQ(mPCV1oNPBJwVR%2v@>kP0q1>rjL79z?Ku9Fcvt_R+DzLOC<ZaGFsIM0A<
zQxMKGZy}-_;XHX8UseNeJnPBZ__FO7CE+~-uT4RC&%A|*a)kGyWDW}*@|c=P%ltd-
z2w}d<%qJuEL=wF5ojn<`CuSpqrJrYzwJ8YOnYR#8j`Z{7nV#!`H=gk1nVwsY5faWb
z;Mx>~^UPa_C`UL?#_UDOT$IcW)Me$Ic7(%R7bSC1GSA2^Tz8!7g(i68@8ik4_`+(u
z3d=pb>7DIA<Q|^+3=!qtJ$#`FzDis#tj5R)*BM}K3c_{fEku+fTqm<?nIL%M=}u<V
zGQ%-G!gvN-n}RT&c?%Kc2;<49Jl6wnJmtx#JhvPpB%Ei!wJ8YanYR#8E^?mgfv*<l
zspS|U;XDJbO+h%%yoHEzg!AOio(Y0Cp7P|*o*9nu5ymsv+7yKG%v*>kM;K4CTv2VQ
z#uJ`oxuSMsbcF8=v^E9dJM$JI$`QVkxi*C+c;nel-pLhKV`PNu46rr@;X3mcBFYi2
z<GJB!iITY}nIk4_KSjwr^H_z1VSPesE>l=v??ord7A5m~_=}RcsB(*v`Bu1f6BXOr
z{VrU(^xu6V-uz@7KkYmW6VR0F4LY~n@|h@^L%h2r+U;J@4Thaz)a@MJ*!gy6+aD*(
z$xQpv2xN16p&w6&Vd5VS1Aj)W(!k4GEh+QAJAMC%miclZ>kQI^p+V7u*{~#oAPzhI
zanBaKwB2`R+YM8#?}raqnE_aOWeo-Nyt8ds5{SQ_Eq-6~*WO0#XLZhEk$j%<ytCdV
zEfP(BUFz!^?5qDO^CuKy=9Qbxu56G%)XY&}*Q<CGP-2v#W-e;x3#6_Mu{>|S=5=1J
zTKqcS{6XB0`+jefj^YF)qPN=H{#LlL)9qcmk=HR_-k-#vpgM_1Y3y&dciWr(c5gSh
zxfAY`YrYBMP5vg-@xyL!dv|vm9}Dt|ON!lNeNi*t+YF2|ssp+>jtj$A8@1(vwM>j^
zgy!e!%VXE~C+Tu(<|JdrF?K=3<+{L3KTKVt^%W|wR`W#^%tgUG8OIN!{Xtq1Tu06G
zqe<8|=&6>i)=KJ31-n|HU5RCXF`kb4cSn0+9FBT;m+_NI(QH-y_IT8f(r7#~2K=zL
zCe$`{=7^JjAK?A-oJxliRO$X{?a}V`!%-UTMd9MA4}v&22th9#)$8k9eHaddZaBOj
zOw6f#SZlzeK`=r0Rcnqb_dPlqrNN<TtiBqHU3E24FgISzKV}k@<y&6x7kmH{1#?j_
zSI`p$^Ev{Gf_d&4$*QPb!G?X#!yABe-WzHIj40uqapp3-x%bZZ!*G&>-_^h9ys#ff
zNtmXgYH!Wchk*9hV05ea%iFs!2w>o@I}Ga^TxCMDr;_?pJRMbIG7qfK0$-(hV1?C)
z7nuiEaLDqTaGf~}5#`7{Fp@L9tODM6#*>`sW!o`I!g~f@n}YD3c?%Kc2=B?-4ypv+
zc+Qix9n@}&j_{p<)}|nQXWl|YIl_06rGe{!H=gk%O9QtYBP5(>z_lp|=b5(<QI2q)
ztk`Bk;Eks|S+UIw$M^{28EkC|!g%H_M3f_pCweGE3cT@rCweHvY>bVtok7;7AZ%ye
zLPR;jcGAByA@IiYo%HX_aEy;Ip260pAdF|;LPR;jc=Beh&;oBf-ARUq!fK3+aGe3x
zrXXBr-a<q<!gVrY$92FP&v!Cn$1TSQ3FjGbZ3@D9<}E~&Bb+C1<I5`Gjb}Z18(+2^
zqa?g%;I%0T@0qs{QI7C_-V)o!6F)P)1B>@NGmG~zPQrW!Uz>t3pLq)r<p}f1h&@@@
z*m%y95qn}b#zxrAAZt?)wli-bq8wp6d8X$&;Eg9dd8X%<V}ykB47fH0;XLyeBFYiY
zlQDZyFc$@L19ed~){bzP>!M&T3g#Kvh3k%Uz0d-0{Czxm7hhP7S7Et_H@&m{hup(6
zpCO{$yN55dz*mXuh1D1t;W`7XO+mQMyoHEzgzIEhEfWH7Jl)BxT4p%LM;OmwYf})$
zGjAcH9AP{emFGI(ji)>rmFJdYgoN`9xHbjhJo6SJ%0<po9q`rSJhdDnB%Ei!wJ8Ya
znYR#8j&Ppb*)t*V##5f$*)zj2KEikgTbqI~o_Pxq<p|?RmMf|R-gv^3ELYTSjE?Y~
zf!3xVd}rQ5L^;BDGS{Zi0&hIq$ve5iYK)9<odMRSAY5nOLPR;jbv!pbEm1HR1#`rN
z?WZW1XCAANEv!#IFAC<$X&<CvlKOi}tmql29{b--qu$frAnZNe%7hHgf`q}VTFBrW
zfhAtGywgeHPmaXCih?;x6`ld1x9o3gR=YJx$Dj$jKj`^4+nXDpg!qT9d7XJme1@8D
zoqhzYABE47^k^8O8hXD=Fk{fwM4yR*IRxi#W@&#i3g%=%q`|<7X_xm;(=(!4E~@29
zC+fLX%S$V#3%&Bv2E#!%7$8dJD1s?U<%o}z$Pec_!1-;uw~YL8b~CSJ&|Xn@m&MLC
zy2#$u>1Z7HLDUr_y2qe78jZBxsS=8RhweXDKp8t3M7Z}>H%LN%yS=s1hJXAU!Ho^9
zgP&K892*FIU)Pm(w{P@tBYuif`QD7<mVyB~urBPleW|cw<(f~7dVSF6#d<-A=WEda
zp(>TP>7~Ml$3xAaXfzoHz0i-R!!Yq78;;Kx${%m9JnDEcVakB{bt<n`^95BItM^{J
z2(6zX*Q?^%bN=4l+jqWxbf>1><Nn;aHBH9{K^pd3T17eP1xl{EHQqB?*{!eQU@~Yu
z44=gjjIfyFJS4)-tte>)qgIeL6!lu^csy*SgCK47;P-CWnkLYEI&Q%vsc291%JJD%
z^vadS_Z`tIAI%~{^vcUuG|?*ukG$(YIf#-Z8twao@j>VxjQgsWGrl5Qql3vfPW>T_
zj^WlT{*y@%r%^EU_o8sv$KPSE=}29o{q$%O`jY^pf8!Buz3e|3jr~LTS?_9&^pXBm
z^vabxR$1QobYFUiUb&%*=ZRjqb_G5pNhSvE4t$nyWF`oi^;IZ;uhOiq!fK3+%=*eN
zVYXj{>&#<_C`Y(XGNhL^zZ=hZk|DipJ4Q)(&%kR_5Z*IyA)*}NJz2>?b-x?Wd9sp&
z+Ktf>zBAC;6ol{0TZkw}_)c;%aMka|GoIvR;Fe>Ag!2rzHU;54^A;k?5zdqK*-ZAk
z@sua)vzg%-A7MO$txZ7~&%A|*a)j|@svZ&kZam+K`Ux=`V<T*5khLiY+nKizQI4>k
z^zTgeyYYM{{W~)p<0Fh`u(c@&<C(V*QI0U4yqPPMzZ*|?l8>RV8Y3fIXMnXS2-lgn
z5K)eBos8IV)$hjhos8IV%P~U2c?MjYf^eRB3lZfA=gHgnvgUW=Sx?@^mu<%=3GW$r
zZ3@DB<}E~&BfJ;Aa#$gi$J9hx=GtmU2=iTLJ{hqmc`h2?*^?1_Vm2~Z`gsOfn}V>N
zc?%KcNIy@W>G@*j#uJ`A({sx)Lc)0lT$_S$o_Pxq<p}4=n7!zgi(a{bx~!bjj&PXk
zqE{|@<r&$9>yC51Q2uWGeLQ&=Us#P-VY!Dly|ev?+`}`UA)?&7hcA@BSBdL|)fgG!
zIs>dtLAcJmg@|&5>tt3fll^Wy-N~$4W;n)27|&p9QxL{8Zy}-_VLTa?=c?b0r#u;z
z=ayrHg!2rzHU;54^A;k?Mb1;z@73ZwwHzZPoM*tbDG2A8w-8Z|aGu=RGuiLPQ=Z(}
zGs7`H!gvN-n}RT&c?%Kc2;)hXE2{h5c*2t`SJZBdj_{p<)}|nQXWl|YIl^}`*QQYZ
zZamw`JGsJYjEr!d0oJA<TxZ@wL^;BBJU2Wo(JL3da>Rt~r|6Yu9uvKCqdGpAj-s^C
z8$VO8H!gbR1=;XYT>R2RwdTw^u?*F!R$F^pqWR!)hsgLX6HU=82h@CfTB_W9eH2~`
zH*61Qc6_IDKeO>}<;L(Z>~#)r?0mbk?T?e?<gw9A^SNKyux+D$t%j$lmM<5U&LBM)
znwUJ8jY%>H;;_>nTZfyrTY<1J)#AmxKgZH5Yp)?%&b9&U`1{%7_ced*ZC>Xr7Rl#H
zsFstt8-{m<aQW;ub8t2=All`kT@I?=+k1sLb&aZT4&9|htF<PdXqR_y_V+e}+;!$l
zwbXT9>w~x-gM|Ai9mNR<LT|OV{jG3gr`x-BBd=q=yg!Lk5WI{>X$<1)yX{SXySE$M
z+zEHeHQ!9S-}{?T#}B)`?cLq&&2o(o)9?U9r_<0M1j*BIIP|yLTU%O<n!*EjTM7nP
zS+vV5<G3(<wNYCxSj)tyCNy)^<gwHHbV=><V(G8_9tfdaP`vv3lvk_yBAVr*S&q;A
zqFFAQ<(~Hu88;{pA)4jo3+PO0vT}tNRmKOe^Zt|YFpcrH>Vp47OCzPmj@SJsQ9m4|
zQ5xl<;y-}jMyl2@g!`K~?2X|LYdYz}-41Gm6W#Ifa7K5WY!%IN5^%f|@Xq(caFT@I
zy#l%H$aYe?updWB2)gXqn+5$Cs^2VJBK7lqFThRcAm|Rm`UXX_oH&ks70vS89g;^;
zyMhh+C<31I-cTEWfOuz|xhyB35Zd#ulpl%fFGlRCq`sOS7pdQTbvlBcDTEb_K4<}@
zK{N{Eq`rC<GS4G3zY6v5Rhs!#SdI9TnO_)O>rdf2a~UGak(pm4OL|%NyYY-CS<=h4
zW0ZvV47@f4;XU&fBFYiolhqtl`@8X+C#yNA-54F=I|HpvLHN$Rg@|&5@8tbGSN?81
z<4IlyZaGFsIM0A<QxMKGZy}-_;XGNR&7{8@PkFLNn;DMr5ymsv+7yKG%v*>kM;K2O
zP>A?<<M~b$P>9(W8(}+xtW81K&b)<)a)j-qe`nI)jpsY*-<jbUA7MO$txZ7~&%A|*
za)j~Z&0L}W-FUi_oD7B47#ZO@1FTI!xX!$Vh;oGMWW<gue>a}*WW<hJju8^hGvL}3
zg!9Z>h$u%mPu|9tb-x?Wdh#~DY&%9tc+bFVQxM)WZy}-_;k{^<i)J~)Hz^47i8IIo
zfHSZJwSF$^s?4<|Blbl6yYZbp8L=m3<5gMuc?MaVg0P)=3lZf=KTn?Nd1jl&6P`TN
zbIUP8!g&T<n}Tqjc?%Kc2<OR|eUZ4J@q8y^_J!3L8R0qutW80<&b)<)a**qySuUF8
z8P-L!T>HUYt{3XxtJJR-R%2wOUuT_@O+or~<}E~&d;NN${=G_EFRaGM2-g{4Z3@D5
z<}E~&BU~r5YMJzR<LORj)iT2|KEikgTbqI~o_Pxq<p|@+s61ExZan45s64kEBP5(>
zz_lp|=b5(<Q7&?xDu1sQ=c(lwA>lj&u1!HW&%A|*a)k5b&YnqsH=gq3&Yl^L@e#%|
z*xD3?@yuI@C`TAivRqN^@5U3JWVxbtV|0Y?474@{;XCsdBFYiIlesp9`gh~mPUhMa
zR%2v@>kP0q1>rjL79z?KuH(7kX^CdJXqF=;Y(GV_JoA`nmWyUNQAT|-j-PfOhDjL2
zy+P;Jm$ypt$Ze0S`QW9vpr0s%qe|E^TGE-{#Ao8Or@?;M?ss8*qyD>ZLCSuVr2Z&;
zmZV3+urmpIs;z#vvp?whH`|*V?M;wW(o8MXea&Iu1CMwHs+(WmCkJoC&(le#8;w+Z
zrowsE^yKNjDRyS-LxoOuY}{4VM{~@6$NqSe9<Ud5gQ01vLX8<LHyi(YX0OgL>Yjis
zcd=dq&uF#u%6q5i7||*ht#YLjb=JECmzvr81!PR!=Njy*|Hw!W@U6I#@!w5lHV_~h
z<)Tq88s(s^2om4dwI28G_6_XH4PiX*z5O^zQ_u?sk?##~*Y)mRu-o71<`vABcL&L!
zJItHf+7^xS%riAY*t!4aDq`og=6}KK+FRWq3H|N%7DNhSbtAa3VRpP~bTsn-kytMX
z@%+eEi_S0Bn*W2*D9@MwEv-?W?~w-``$wh*s8XP)t`j%rwaZ^niLrX`wTsZe8P*E6
zc>dnq+jqWxbf?_lbCx@|rs?<qG;;f`--U6s7xjWP8jo7zy;i23-1;gGCWF?)@L3!c
zO1ck;uyQL(TEVClWDP~VRyrOJTj?N3TRr%_8@8qiG@p)JFfl6H6OD3wk}edfZ;#`!
zow>CA_-GRLO;k+`9!C3vv{YM1>&Vpmn1rLKrxd`y7*9w2yQ4kOn;iA<9^)sq)o+hS
zeGpY1<MY@LYimN|=HNf7t#jx5{HbqFrNc>VTKZ{iOLw)}^IjA#uKFN|g9DI&j#2fw
zzSW1}FzANE`@zH*@L{b1j|Ra6-B+zDuDt!|2n0P3O=I=dSnR5+iAK5cV*bHLHS?ce
z{1?$E_q>n%C!?`H9Vwah{Sjz>_x)!<Jc>s9{@yUyN9sLqaM0DVSX+A%?*&foW%21~
z6=T>%qZ~cqiAK401wI@Jp-+j>?75;o6XWUdo{aMqYTv6g)2px=FSRn$E5C%<ei5!S
zk0GK?uJeAWTqjx4%R1kUXFSP@UbY>hB)n(fwJ8YinYR#8j_{tW-k@6FjpsaBy+Q59
z=m_5#Xl)9@cjhfblp}m6c^J6TcjFmP@-T4AF+#$523(thaGrS!5#<Qy$(n2?_1$>N
zlQr4QaEy;Ip260pAdF|;LPR;jc%pbh#J(HPccOSg%*NOV+ZkkS3c_~gEku+fY$yFY
zllpEv-%0<@49EBg;~8vi3c`5iEku+fj3;mA3bpUX(>=4gb2tn-h1D1t;W`7XO+mQM
zyoHEzgzIF)jw^jPp6_JDj$4iq63#Q=+7yKI%v*>kM>tR3#+P-z8_#<3Hoj~-MoD<j
zz-v<w-ZO6@q8#D9Xq1aaIm0(82=j?EM5CNJ<AoRSx=TjvMWZ}TKKH*qp->3hnIjQz
zj`Z{7nVu_sH~#LPJkxW_F+y^0&wy)F5Y97iA)*}NJQ=euvR5^p?_|uruo@#HTxWo_
zDG1k@w-8Yday?HuvQk{nt;Wa**BM}K3c_{fEkxA+&)(a|$dP3EVbw!&NY+eqzBu2r
zySdzt;p}y0cU6D$W=8C3_RMgX9CFz`L#_7qX0ocXx^la|CNqod-qTt-TZSN5(*5C+
zVHmpe+Lq7u0R{}%UIX^o7JLxw!yRP#3qGH$KP=l2ED1JXLprTxTYfJhUSvd8W>sZ(
zkyD))y*sRo%=mcu;=Ra-7cbtgc)A{=eV-;>kEy1fF}kh^Y@USCb&XpjQN`2s814Hs
z>3U2x^^DPVO<?mRjIL|kB8e)9t}9-(8r1j9tGnV=s}WB9V>Dh9+dK)Q@fx>Cq6(t%
zid9}m`kr}}SFG|n<<vt)=QY92lQ253af>9Xh&m4eZ9|F*db)I8rJQ=m=)5Mlc@jqF
zHExka6-4KinY{+}J@YEB%<MJ7seg>dYhs%xVKiRj7D-e=G+v2vrDA>0yuvF{u2j0I
zcZ|MkLYpUH^j+f?NmN1fUGcSv(Y|M1+ZA7%m}=@7qwAW$=1CY`*SJLzRS;dLcca%b
z807||oMa;JufZti95Wc@2BTa-s5Kbn0!G=cdeu$Bdwz7-(Od})MmZs?8C-YqAu|}|
zqrT{~hEXnksEKHUQEo%<C%ZFf8;o*;Q9gBy@<BTtqg?8tW(Y7C<+RmZN}2BC0sAwh
zbILjU(s<zE(tJPgqUfj}_+3EkECGh@1^7<^z#R)s%#0GH($i27{%B2KDm@q09@v1B
zy>5H8`pWwHN`(g1XCtrEZv*75-EzYNuiZw--It-Lf-w2zWFEWfRI3cgd8OGTAm@^X
zz=N$b4B(iEHzKbKa}qm109VBAW;OU-XkLP`mKYWn((r`->RDjbmj~Tm&;UT!h7Cb)
zBiHXTtW#wFiz){u0<$IwFJ;436W>asaI0meF#y&w-)JOjnJpdCT0WjY#3=80Nur$D
zqC+_*6c5Tikr+_stZt|06Ll+P&iJKX&+hb5eLbd&NB3-chmP;ZvE7&1Ym;@>Bz=_8
zH6we327^fv$K%5_`Af*&rbg4pCz&nd!eEpejB;8@$7tdPqnxQrHk!D>C{Ks0XHe#M
z**q^f;J}<KdFu;K6Fq0bpe{(ETgTZ@{i5E6fV0or_r1d?a0ML~?E4G~DH7?Y?fZVi
z>qdU$dxY8jI^64GuC@nLWCZvQ8up;yfC)2YdC9)t@xu_&zP-bKFNo~6A4VxpTfL5F
zcY2LMJFTqW87lj%eZTJpk?*$crth^IN}Yr50Aa>qvEbQ#H-hCtm!4i?Xyk`*n-vu=
zXE4fR?K;zm+S<Abc|?Mpww%k(tS{NJ^PPbOSoYJQMOb#$M}t)?grsCJ%83&OqnvYs
z7Doo7obf}B5>r!XZB_EP^<MGxiqXDLlc!fqHTBGKCMM@gL8(#-OZ%lurRPdCU64b;
zW4bsa+PP>)t-x~|UPIitU<Xmy>&rRCv-U$jYSB#-HSyGZyuVOgSE8aPalU6><CUoB
zN!pFxpLlpO-*}CMBvA$N@KjE3s94`Kuk*_34V7-{9rK;ngf>sY=)1-(lBj~{yAp>%
zNBW+5jaT9@=#*0r8J*VzH&4Royv8k(sDkLcawc1Y`kr}}SI%T>gj4?*jn~9BPr_)t
z#x0Vlf@r+KC>OnJY<G+iM%#<5?aKFEgZe&A-*=608ja2OT@%|p38V2Ew@9K2@_ko!
z=3=z(nOAou2186W^^DPVO<?mRjIL|kB8e)9t}7Nh9qD`K^<A;p>6B9s8J*VzH&4Ro
zyv8k(sDkLcvKybo`JQ>LS9ar*v{Nq`z1M^{Pr~TE#x0Vlg6O@$C<kvX*{7nXjSY`6
z!f1YxHD9sVD`4L<|FJh1<;L4KJ{-doR1V)Mkq@#x*dO~*nJ?7aR$0^QNZ&KB@XDHA
zr<}Uo%<Z+$RGx(S!fV_ji7Lq4Ua{H7Xx}rh?~2VnrkZ-j=(;Abc@jp~HExka6;Rh@
zgsfAg>ym2f8Kdi(z~)I9UDvop5>-51j{_2&CS8xIrk*jnt_f_Ogwb`4TO?7%)Abnb
z`!wl#Of~h4(REE=^CXO}YuqA<Du}KtUbPz3_spxia%x5+ochOTye77J5=P@SZjnS4
zMB^2!ypHre^D3`c<#o!bhm6i^f}1B{bY9~YNmLPaUPbyoT{^E)PCaCFUK89r38V8G
zw@9K2qVvkkUW59cd6idY_8Q^TKStv<vCWe(8n1DSB&r}9uSB_0vA$<s;gu*?D&5pO
zM&C7|&66<tu5pVbsv!EV_}av1-!rf6imy#fHT8_qbxmONB#f?W+#-o8h_2JS(Q6ru
za)VJ$GLiS!V3c!?6~cA@5}>d|b~A7}-uQWT_~0Ty|Kb1VN@YbjXzVCm*2~zfLD!FX
z$+J-A3@Zu9jq*>Hd@WJ(^MPMKsJFcOK{YP_WOn&S3*8~<6&G_(@=h|nU@*$ti(%9Y
zyv6-i-C&eE6~N>aLSoR<3G?lAqo)f@u^8Dm9t2>pWPfKs_{HU`%81~=?LmLB=66v$
zM27RIDE)(dkz5?k4;dCWnIutB%rBHn6g&RUjA4|=ewFk}2BVx|lmlZ7M!CT#$7$Hv
z(mVr#CJmYNcMi(3KgH4mVik{M`hAgEGXxlna)VLsEZGL5+^#sQ3~YUUWrIHDLSag!
zF#y&w-)JOjnJpdCT0S0+Z7s8o1-X_vGtsVPj>%xJW%fz%uVv;8AZ+=3BqFxVHTr_a
zHG@&!ToRm`q>nPXW@L}hdVf;H@z~)$e+k*?)TkD-0Bsmgz<=~m=1yK1jB<lfPU}^J
zQGR3hma}u%4}_K&jPjdZ#D{j<4g(+G34$K+#$c3>9b1!Q?ITJP=%~RcA9N9BeZT7?
z!1+Tr=pwRuv+eE^!1+mgfLLuHjTtAU222go_|a~37>shM048oCV+Adaj6y#mh1OOj
z*%96zjovGEz8LNMG<kZ(RMSvvJiX))miNNwy2de*sDgNUDN)grINvj`@k&(mB<<8o
zM(;J@&66;CuW^ecsvvr=oZe8ezGq(NmD3w4-PAiq-!-AllQ8<Oaf>9XAo{MvVbGDj
zXI|r#I1D=F)I&z+HNnl3FgmYsizKQbI<K6`)}X#;UgecD*&5;0KStv<vCWe(8n1DS
zB&r}9uOOa);ye(qI`jIjAf6~>Q{NbE*F-i?!f3n3Et05$XuI-#*Py;<Uf-4PyGA(m
zkI{HdZ1W_H#%tUni7JT3D?4*B+V{+>JEwZ_u<b6!R8!9wUDpIQPr~TB#x0Vlg6O(p
zvD1;hXI|eGi=9q6^^nndO>pxhjLvJ^B8e)9&MUj|Nu2MQ*Lr0)K1n<ElF@rjc=IHT
z-fP?<i7JTR8;o*;QLf3ik}#UDFar<hiNC2i&wru5wu;5xV3b!%VQIf~sq|clPK;1z
zKdxU2fpF1|T7l;_yoPA`f*nL*uOHEom}d<}d8~?zM^Z5h5$NpEc-AXxdL8L|=4bcH
znqH@zy4}p}k3B}2FTBP&lBj~r?G>ASjP^bA`mWgQW2&iVjIL_}n<rs(UE>x>Q~`Be
zqJ5t#U6)i-&lp|T1U65?=(@%&lBnY8dK{JVH0gRwHT8_qbxmONB#f?W+#-o8p03Bi
z$4-;3$5d0#7+u!{Hc!Iny2dS%sDkLa;#I3beb2nQD_*r4;nY7y<2A9(lQ0^uaf>9X
zAR4b&<#nX*nOAwmDz8&cJ!EuV6Wlxrqw^ZKNTQ0U^D5H!>C$<Xa_S+Y^P1r1Nf@2i
zxJ43G5S>?M_8Qdp%&WXIv)2fx{xKS_iEW;Q(RhtpBvA#?cqPh}iuFD73a>=DQt77N
zG5W3vZJvbDca2*lQ3cU=#n&cA`<{7iSA1<^s;Os;u4@9DCt-A5;}%I&L3Ewojb6)O
zlpBn4l8L;(2BVyFtPrmI2BSP%{0&CA!P~yEb$4%Z&+8I?+3CjH=CW?k)ARJE!6*l*
z`MwIJUUzG5d$H};77sVpK3!X}d*NhY(zf62x81sD2ZOd3GAQoY*NVnrgHcY5F&O2O
ziPd5&>a>OU+#MFwu;m6G1k<YL6<4+17l-ThA_i7WODawPrJk6Rr*h9aa0rm@pN;R&
z*>f+D(DOWJDXILzA=_zUl!LydVwA^vs2KtbM!CT#HyGui_qo9+HyGtnWG^|D3WKU&
ztu@{C##&8`)T7bo(?RFQW6h6+n9oF(pRBVUHAcA|v4xWz`1>u!JI1=<NucI|d#pn8
zgGt|6El!C+D!1H0)a$sBU$>%OuWdywH?rz(*Q$Be0FZ3qt_AK<e$yb8)7sD=l^dk;
zQt2y-?I)H9gH$dDTyZf+18?%d<4)7E%OI5-q;izKGo7fNjR`#4dpM6Kt`cdaK`JLs
zlnhciV})k=IS*QMuJjB(02|bkl2>>k2mA94&+EhTI9tOm><516MUjW~&6QXaP~Ti>
zUa3*mccJBixvtjsvMW5z3azb5vS0Dh=)L0a6=Qy%CV#J(YLXY@@1-bFzDuL)8ox-Q
z3gYjj#70k|eb2ncE3wg&v{Nq`z1M^{Pr~TE#x0Vlg6O?+hC@aCo_U>D&Ty!7Q|}mk
z*Mv4t!sxrkEt05$=(`e)LC5=^d5u@1G3b<24;h`;1UFB@=)A@)lBj~{ymB&I1N@$O
zl~+z?YlKt(7>(D&Hc!H6yv8k(sDfy`f_tJse$TwV8>DiBdlGLIFa?#0Iolg=U#Oj4
z`Mzs_-!rf8%J*F(oI2fn-?fiao`m_nYuqA<D#-U;*_n$mzh_?El}HRR)zmXa*ENC7
zlQ6ojaf>9XAiAzt>~y^Enb&v4Vy9D1J!EuV6Wlxrqw^ZKNTLd&^U7{~6775DwO-kc
zPts1kWb|GW-aHAT_ZqiIq6(t-2B{nzJ!PMYo;JR=j1flji>&#I#oi#58>DjX_6`Dn
zw&sS+6W(~%Gxa|c)*fX0!9N>$9S9f`c{UsiIPlsd4)T1V7JFq)uj75s{On#?)9aMe
zSKG|(wa-+Zg!#g2+#-o8$lPAB*~ggQGq3N8%|51@ddBFwCa`%DM%OiNkwg_x*Cpon
zsnT^xHT8_qbxmONB#f?W+#-o8p03B3-=|5}W2&iVjIL_}n<rs(UE>x>RPl5@j(>TY
zbUmh;ddBFwCa`%DM%OiNkwg_l*A=f?E!^PDtGnV=s}WB9V>Dh9+dK)Q@fx>Cq6(t%
zidA06`<{7~SFG|n<<vt)=QY92lQ253af>9Xh&r$0eV;C!S1G3+GCHpbZk~kEd5v2n
zQ3cU?WoEAde$TwhD>HkIaOxkU@tWA?Nf?dSxJ43G5RF%&T&alPGq3PUlq;2P>K&u+
zn$YG+7=72cMG{pIeOG*KV$AQE*LKC%CZ?Kt#^|~xuz3<j*EMdDL={BW>D}nH3{ts4
zDkqu9`)iQOImZeSY{wv#XN$i<DmO^w2C2O2RW}#=ZvDXB_nbxz&K0r0+X{5={a$de
zc+U$xH>kH3w~ECxgH#Uv{fkO(JJUoe*PJheXq8SESb6i&^2Xqm8@zJFiaIe~xw50f
zwJwG%A9^G-Q8Nk{)N+GbZcxh&YB`JzlL2AV=e#rtBDT!@OynI#cGamk72B(LEAoN3
zc%vIMf`(o1M%^F;=<upjU9#6#8|(E-Z6ldEBTeJl^B6e5UV$1IhW3WLu_Q`d77%=C
z2=y=T2cbbNkGp1MkC4UDnHaUa?bf`u=!WB!lD$riYjF$^Ch-aQj~>e0$qPbfOfNlm
z5h^&N)j~C%zjbqa=cC=7WQ8Y8FK%(TaR3(o1X0EPIzW&2x>m1gaXe+~gTU>#tb5+W
zz>mC8G<Qz{Teker0(^3VTi%VlpzF4s?OxzHoI&E}W;YUy`=-LU7^PY(an$!3BDd&+
zd;WeaO5|p}btLk=nOZBNg1^@rbQ?FjO)v1eb((8j$;`gp>o$B808#N9nK_|yk>^X9
zd3GMSq;w-P9rgoJ)7LU<y4mo$5lE*uKI>gKa62A!1<7i5t@k`OF5Gtef`Bh)60qBH
z`^3I<q;cf-?ol^#4@G6!*|fe(&t`DT1sCPdP<S%=<S}0u-11WCEB5_v&o;Q_D0-(E
z=J?Uz7n4F7+;ZZC!7b;Uphc32uEzL5lly{rgecx$F#`B$^8Sjcrk*k0Uvdb`dtr24
z;}}U)L3CY-l%B-?o_UQ|BBdv3r(QC8uL*CSgwcDATO?5h(R<}Yhl>9_^E$7b=uqjV
z-ZA>F32mN)(RYnoBvA#?cO^E1j{ZIK8n47=&?%=LGCHpbZk~kEd5v2nQ3cU?#dSx6
z|DJi3SI%i`gj4?*jn~9BPr_)t#x0Vlf@r*gf?{yX4GM}uL6Q2+v|gr)fr6rZ-!=H}
z)AW7U2&eur-*@dJl_z1o?;5vAq6+eTS9a!N1n`+xcO@=EOf~h4(REE=^CXO}YuqA<
zDu}Kt7CRmNd*=0BvDoR9Qx6%P*913D!sxulEt05$=)AHUpTz#2d97D=<CC;gFB!ep
zgf~yZ=)J}*lBj~{y}>OvxaFFBD+#0d3N!G4p7<+<4NtMy8{BeZu{RcbsozY^WvUq3
zuB_>G^zWIU-79N)opS0SGq<M?Q|@2$h1Xa{5>=47y<)SE5x{3&-xZsEOf~h4(REE=
z^CXO}YuqA<Dxj`Q1n^U(>ym2f8Kdi(z~)I9UDvop5>-51j}gF6ldi{9Q_mP(*910C
z!sxojEt06>>3WO+ewuVWrkZ-j=(;Abc@jp~HExka6-3t+uUahv^~|fga%x5+ochOT
zye77J5=P@SZjnS4MB^2!ypH}o^D3`c<#o!bhm6i^f}1B{bY9~YNmLPaUPb>tT{^E)
zPCaCFUK89r38V8Gw@9K2qVvkkUW5Ohd6idY_8Q^TKStv<vCWe(8n1DSB&r}9uSB_0
z@xNzY;gu*?D&5pOM&C7|&66<tu5pVbsv!EV_}at>;4`o7imy#fHT8_qbxmONB#f?W
z+#-o8h_2JS(Q6spa)Vn=GLiS!;Ffca8Qk)Y_Ye?^?be{{N9O_1cn-id=SpV)WOJ@`
zP7x~_bxN-RnpR{t5v+)n{Cwco59%$ieo&3eKbc+r(L#496thc%TW)a6i-p0>CHxG)
z_VK^!FywL=0g~I|eyeV8I+Z2Bjx@OCZ1{>neg*H~huC-q*d^}1s&W)=5BiHWzl;17
z8O|eX`v?0Xxj393GAwf5Q&G$>x<eE@{?Bu2gA9RO)b--f18iPA{B-zX+pjGiZmfN}
zwqp0f$)KfezuRxSb<Yk4Z7;MB+pewe#L{b>F5vS0N6Z|9Tt1n2Ew-XgTZquz;XVml
zE{trAUOlhas`aL5i5D^5mXjPt0i~XpBj~)+SqBaS(*3jX{W*K?1rmIo=PV_aUzik~
z7`c4dcOxFvhM$SXHN$|xE+;_DQp)rn=e=ie=1aX?D!rBjSzdt;>e5=RzAQ18=lg*d
zMMwR>M=(|Vs$9S?OI*jR{eV61MghPmufsQarM~WNu6b)DA9&!m1jnH-;ElN8b8y?P
zKoQ%k)mPTnS7<(0dN%SpFce3g-EzYNuMKK*rt~rtRS+j91gFkG^(E3K1FdEgd!*qB
z{nfKTtS=9`y`TXAuK-}(1N>3H%dk(8{V%E<7zwFNB$9-evSF+#YiSgowahdI*jna$
zsTH<rZ3&HCU8!w0niW?*7Z;a0Q5%4~m!ad=>Kjr3Dcb}hMp?&866MSm9m+AGcu;nO
zT^{#rdWVkh$Fbd)*=v(^)+BwDp^+mMjYg!&QOH$So#T}vxs$_T`Zy)CWn38S@}n{b
zh)#f_J4uE?CsRL{E{lgxDcI8DRyy1?0|VbW^a;N@9o(Dcx&>ps8~8tBnC+s{5t!ke
z0+H`q3OxyIasI?$mkUlA>~aBYj}YeuyPT{Sq~XWeXcdz6*nemNcHX}49Y%pG2)JP1
zXAnt|NIz}g_Zwa}@+04)Vd!<Z*Tr0I52nh2SBFWbJ?J-J;!IgyvhR2NF!a0ows+X?
z1(DtM!zkrxtJm@DPOpKc57DGj*6$3Jeb&C;cZ0}x+ji6U+6|@DpgRa*>I;ho&+fYs
ziYh(5#8Ao);WjHOS~A$>@yE$vmkXg7`Z3t$k|pO$LCHi|GZEJ4gU1C!riu|^P4NJW
zQNT}=2Utus^~`Z5CPvqpbdwqEY|RZl+>Sq2dIleW<(XE&2`xC^@VtKLeXdz6F%R`d
z>B4^ChhW`g_093&1nQeB&GV|*zj1CbMz-8q+sm%-G=ID`3q<xSJ{l(nC0cqC|9j>&
zUWt~Tq@85P=)Iy)`7Vv#Yy2XKDv0N&a;ihc0H1lCS59@PbW`sbeb<CGPr~TC#x0Vl
zg6O-lkFO(u&%DMf@fmc=sfUctYl536VRT;O7D-e=bY3~DtwDg#yvi$QwKc-2e~iX!
zVw)#nG+yHtNmM~JUO_@J*yYAfZ|w9^znRv{R59%I%J*G^06$INca3oBAM<_JK2muS
z=KHR3izKQb-*;taE=B>Ld39G}GsIL=&lp|T1U65?=(@%&lBj~{x?-`@5x{3&-xZ6U
zPC50E(Rod9^CXPUYuqA<Du~W2yYWf<@0r(nWj8)aJN1&$drf%rB#ho`+#-o8h~69Q
za&Z2VeJXm|_}?)`7|k!T<|`I^gI#Vc_Qqnbe+6W!7#4eFO|K(>&;0COS<~y3QxBQB
zz4n>PlQ3U+jawv91)19`Hv1R_eCG9CvDwE|Q_mP(*910C!sxojEt04L>bgV$KUKOe
zsivMWx~>Uqo`lhLjawv9#nbf|1^hJWdQ3I-jL~&XVDlu5u4~*Pi7KA1$0*>ZN!Mel
zsb`F?YXX}mVRT*N7D-e=bY1bP)gZuUUfq>bGaBL4KStv<vCWe(8n1DSB&r}9uUO^v
zxbriw@`_bnr<{7o=)5Mlc@jqFHExka6;bEau)?QH=T*w7hm6i^f}1B{bY9~YNmM~}
zUYXfz5a2Vf^2*F!Bb@rjXuKx2c@jqBHExka6-48eC|4>5_{=N366H#zn|jCSyC$@G
z5=P%OZjnS4MBf!(n-~Rr=Cxh%wTY>wo-w+v32dH((RGbmBvA#?b$T~?ErVTdu**p%
z^8Om^a?Y_7@WSkX)H*<6cD~2$x_?PW6Xyux7cpKr3o%|+goDP8(q+Aj!7g8Hd%eZ`
z0OP)R&kF%qtKM4N8Unp`5{LFAJ0*(^rgYc~?)m$zXt4qKKX%u97)D2JZ?W&z58QpP
zQByFr1=kGE49`$DoJI`>RrYsVfh``VloQAq;JIS8G0HD*1^=ZM4R-lt;L@qs<?5~s
zvDRRh3t)G~9D`jxnRuxf;|9B&bP0won98v~&3A)|Ry?W=KNE#C!+^mqm(bBE(|-iz
zG1%o#02h?_6q5iVmkf5fvt%3WaxvtTG61saacLw{w#+s9g2uIM!1_@*^<&`aN2AjJ
zQN=E|Bd-g~6+6H+p1tH$oFx!@zuRxSb%2INR980d(e~|+RY-O{t+F-TFdV1ZC?&IH
zTo7hkdg-}~Q2QCaJP;L7bLVf}+}`<UcPFFX<KAA}8brMgAm=u$PrSfy`gMljZS|T0
zy*mLgF50=LKz3VxXt`a><rVpLE9&*yR@8DMs}A>To`tZuaMywfg5NaA<+Q%ez&Z!`
z;D%uH2n2Q3TSp>aIxsteWWU!NbQ?FjO)v1eb((2hQF<>X0<&-Tx($F@?sY}QZ)E0#
z+#=5iQ1S<EdwizDejqY^Ewi<o3<DYfm&a$l>jrKIfT07zUe2!dp4WD3Ui-G&7X*Ac
zlYrfp+b8yYB|FzqH*ya}W!c%ZzDv*capbq1ognDZ3#W?$%XT*aEJqRr(KrrBG<3*Y
zU+@Ldb0!Sxf)u)SoNd-G>TL{id8uTO%VX_2&EThx2Gx`_(;$}<CrT!oB4Y(DkqnwK
zV+Vcy3gQ!@_<zM1;HSy|E2f%y<~S1*qw7Z3gV}M&cr@R5C02S8{d?v$UWt{Sq}}Mf
zoU$DE!hGX3&XGhF<QuP?=}-~CXI|%(GaV}3)H~)ouL*6Qgwc16TO?5h(RXDRU&sHR
zd5u@1Gw7644;h`;1UFB@=)A@)lBj~{ymC@o0|1|Sl~+z`YlKt(7>(D&Hc!H6yv8k(
zsDfy`f`ej^%MA{S!9kJw&9q*o9`|9YM`OEFzV8|U_-XpSYlKt(nD4vxk;;=W-*=5$
zBvA$VzAHO(F$Va|tGg1JA*Pyo#^|~xuz3<j*EMdDL={BW6^osY|2^~iu2}4J%BhEp
z&TE33Ct-A6;}%I&L3Cc(jZdO~&%D+vyYWfdsh5o2Yr>l+Vf0?(7D-e=^xhzs!$Akx
zr=q8g{~cq5(flH7zGAUA$mPajZ!GruS3stUVX;@%^g90c%+KzXHN8$b^^lp{YoDn+
z3G;>5xJ43Gkh#5LvyU;rXI|eGn|(|*^^DPVO<?mRjIL|kB8e)Xu1gH?Q>E*YYU&xI
z>zcskNf=$%xJ43GJYA15z)zE|$5d0#7+u!{Hc!Iny2dS%sN(5*i~)X{bUmh;ddBFw
zCa`%DM%OiNkwg_l*A=f?4FG)R)m=F?qY+O1V>Dh9+dK)Q@fx>Cq6(t%idA06|DJi3
zSFG|n<<vt)=QY92lQ253af>9Xh&m4eZ9|F*db)I8rJQ=m=)5Mlc@jqFHExka6-4Ki
znY|WBeCAbNnb~WEQ~wx^*TgnY!f3q4Et05$XuJ~TN<{#ld4*S^T&Z+Z?-+g8gf>sY
z=)1-(lBj~{yW(pTV}Q@Rwky6iG1b&FM%Oig&66;?u5pVbsvx>f??$g>kjo8nImtxc
zUxQrEIhF!lm>mGyAeST4UQ1w}e?IW*2lbX$Kd5rd^s@jl@+8AdKc|Q#janSwFq_Gj
z2i;!K0NAI74H3N}*YAR@GCRA{Lh9w5lX_dZxsU@S*&vtaVAceP(!3iCaycQZ8MJqy
zm<G9A8KH(QpHsBZsk=3aR`=r2gT<Opn0UW9{IKoU77sVpK3!X}d*Niz(&IoXiP+Nx
zT;6=NyfL`tlL?o>EhqKSe<g1D(2h<FTR!wiRG}FK3~D)TdzVtC{sy&N;sML)ddZ-c
z+pD#vyWUu<=}K8DjmEZ?xzj<e<>S|aMgWVQZqyAzfP$_%D|XdeTC3HUH)I}h@oGN+
z#MFM!jRL#ktUDEZrM~WNu6b+8oX>@|2X+PW*j}x^vcA4jN#^)+<aGdUI`Zt68y<M=
zwq13qRfa>o(rhjzvri-jRLG!~r}pF6?#t}8$vSJ2KFa8tkvQ@+7%W5+qL#OPiP?Od
zG9*S4t27;TTxQF-Fqq{Avz%7eF<kg|FYp|WgzfAZ%yNIf6~)X!EOmofZZOMf#LpO6
zAKPt%S#B`PLD-}?8qD%6)iapok~1cbB4dSS_`$8YbERkS0c_3D%$T!GYS;OO=k-JH
z^X%=m3;Tf|dQs%@tv=QS+v=O=Rk43%eHUP5*>Y=bFT29itkBx3B>NQ~4Hk;x`4yvo
zpC-?*m}-(2<N2j1QNBx~>l(jEq6*^qr9??j;(pJ(#w$_MleAMW8NJtpH&4Roy~Zt)
zsDkLda+*WM{+@ZAS59-NbW`sbeb<CGPr~TC#x0Vlg6O*vmqADVo_UQ|;xg!zQx6%P
z*913D!sxulEt05$=)B^#qd|Yqyvi$Qv^B!1e~iX!Vw)#nG+yHtNmM~JUO_-HnB@im
z#UP+a{bpJ(Q^i0)QNHgQ^!I7{zH5Y2|CsN)_L0hyFyD8LTO?5h`MxVVb20k&%&WT+
zlOd*>ddBFwCa`%DM%OiNkwg_l*A<JMj{H6I`mR{)bjqoRjLvI<n<rs(UgH)?R6%rJ
z*^N))e$TwtE4%SY+Nqa}-fO~}Ct>tn;}%I&LG<2WmK)4+O}>?c(R_s&s=q!QL(TS#
zeKvUnH9PAU>T9c5><wnQvDh1nz5KE>t(U1{SnQQGy^j1n^Rs(pO|Mf<J!Izg+Gi?H
z!hGR1ZjnS4WNxq6>|^xrnb&v4W*<{cJ!5oT6WBZnqw5;CNTLd;>k|F@ROz~;ntI0Q
zx+buB5=PfGZjnS4PuFAg@6)8~G1b&FM%Oig&66;?u5pVbs(88{qko?!U5}}zo-w+v
z32dH((RGbmBvA#?b;YYzgZ`d*byrT!XoOS$7>(D&Hc!H6yv8k(sDfy`VwKmCzh_?M
z6|1~XIrWgyc};NhB#h2$+#-o8qRy+x-=|CGRm!P{jLvI<n<rs(UgH)?R6%rJnb~X5
z-!rfB%FJFPochOTye77J5=P@SZjnS4MB|kxS1R`R%qzSS<w~WSddKLyCbW4HM&C7V
zkwg_l-xXh*82x+ZwO#SGiK(WZF}kh^Y@USCb&XpjQ3cU;dN+D4gIR7c%Sk5k{u<13
z&ao8W!t8T12D2QQW-!ZRWuu`uzGLvW2_?+nZwslIGX6HN)yP>MIh*6CM=`)}tgtZL
zv%fR@t-82;RRyqy+k-wLe=o)v&cmhMKiC)f7l-phhQ&>%vgA~#DCW2MEm7?FKgYu?
z|A9&-Lpooa5@xvqQAsa#x**HFN6H$5SZ)x@5h?0yX}<JCjK4;zGWJ&@mM5*d@pzVe
zBI?u(0tT<#;FUW|whBnCMFKE*<)}3;?+0NN0d_b5elG#L3|@I@GT3?=#xg*$>2YZ!
zI=0L;`hv!_=WA~0*(**JdJ6h#!`&dP^~(Z&51`#w*|YVP4VvGL>Eh8y^yvWf<8kLt
zJ6`#>CdDfs)I{IqFCjaf*463blgyTJL5Pg$rROd}?Ps*lFg17n*3Ipmk9K!5>OJo5
z#jQcq>$s8Eus-nuzv<WA$nSNnUQ>W0TOR~&zh&L?9tM8og`%B%99a7vqDotSXt`a>
z<rVpLE9&*yR@8DMs}A>To;3)e`lx4tgOuMiSmm@jjN!NqRymWauPIU$Gsj?+BXbN^
zIgNy32>QZ)3|6_pDhJ_{;&_^&jUNqWF{!4(Dkn~q3|2W~1uc%w;^N3)mB(X9A>t=0
z9$zu)_i6I@im9faF&<xX2+Mn6bY0^ZNmM~RzLe<bNxbiw*LWp5dXjePC8PJ6@a9Pv
zz1O%!5>*hrS9bGM%<q}kdF2#`N;mb6(RWQ~^CXPEYuqA<Du})-@fdW(@0r(lB_4xL
zIrWgyc};NhB#h2$+#-o8h|Vi#vo*-?nOAw`Y_>)?^^ehbO>FZdjK*u+B8e)9#w*At
z2CLj4pBUs5sozZNWvUp+C(8F-gZw^C-*=60>L2rc*FI8t66X7^af>9XAm4XoXD&wl
zo_TdwVll*2Q_mP(*910C!sxojEt05$=(=LD(-FUCUf&gqolZIRkkNTfaPuUL&THHv
zi7JTBE4%SYyziOUdSy30NjvqD(R)pJ^CXPkYuqA<Du~`2ta5`@uF1EOFq*G0L-p4$
zgs-h)u{T)d#$s<Q_VUZlv|gr)VX;@%^g81A%+KzXHN8$b^^lp{YoDn+3G;>5xJ43G
zkh#5LvyV}~XI|eGn|(|*^^DPVO<?mRjIL|kB8e)Xu1nPKQ>E*YYU&xI>zcskNf=$%
zxJ43GJYA1bzfY5{$5d0#7+u!{Hc!Iny2dS%sN(5*jQV|=bUmh;ddBFwCa`%DM%OiN
zkwg_l*A=f?4f1>D)m=F?qY+O1V>Dh9+dK)Q@fx>Cq6(t%id9}m{GNH0SFG|n<<vt)
z=QY92lQ253af>9Xh&rz#exEL#S1G3+GCHpbZk~kEd5v2nQ3cU?WoEBIe$TwhD>HkI
zaOxkU@tWA?Nf?dSxJ43G5RF%&T&bAfGq3PUlq;2P>K&u+n$YG+7=72cMG{pIeOG*K
zV$|=M*LKC%CZ?Kt#^|~xuz3<j*EMdDL={BW>D}nH3|6_pDkqu9`)jbuImZlEdB=O$
z3l8kopzB8nY%m9qnscQy0IfM!I;V&gjXDOaJdG*xp23hNlrV!;E`-8hm3zHKhl68>
zQ7`Zi^;^Jp+f}c+x!8B>2kyS-G-`w#K4qR6ta6aW?>{m?ZV69G!{F&cDz866#u%J(
zgHt{goO0dL6Qh*t_k{v#h5&<6ZZOIXMtSIco`zdZUo3-B-fR-ix8%tiqwuL^E^%Qn
z%9os~vjQ{PrL|gpc|)+}v|^M~_cEkS1owUd{x|$Lrq_oaqZwg~s`;?Gw6tkgmns$O
zz2FEix9_~UJ7~B42X1%4f@d4>Y-!Wl>vgOT-JtIUc(+=ywz`eLduZMA+Frfobq{)?
z!kZtu;epp~1Lp8y1pl}l>us0ib=orT_5F_Pw;h1icz3}<0Bh@(Uklv8_d-Z^I(`&+
z^uhQ>k}T`(S}(jFdO%D!^1B|ZhF(Yfex(&f{qWl2;=UiX1~tsG*y4mOMnG61`!~0`
zme&LTb04a-a47_!;~#hZdavPGnBR(y`kuo}o&9M_?gh*5bOw=IYkR{5t*f<O)Uv`T
z@aqxaoj1yD_eV!>Ipy+R%d_4@PQA%mumZ0icp(rG%3A6zH*o8b7qIf({ScZ0#B?k2
zJ07bm1bRI?Ccoo$yI$Z}do2K07t1=UAM_sh4PY;O8%Wi?F!a0o<+|H<Yku30koOFD
z-G%Px^`UzIN5F+<FR-B3;RouidsZEw+yUsljlk>+7QR;*$N};?Ap*a*-C*Cd8gArT
zpATH<A675Cveg2-cPs3BUL)nbC3*5~ZLbU52MQM$XY9~zLgRq^S;ipqUJxSE`~%;$
z9=3XI&qm&M_gMx@$<Q2h>xfAoT318Qv##6#!W`uH72y6&=!<sPi+ST(f!hW0;XUGl
z$N*j=2-`mO)&sXaK!)|o_-@Sr)Z@+fjv{ZD(GkA60Q|x1p$D`Ax55bWxk1CC*9yxC
zikuzs!bn<qM@nP62i%4i^tvH1^MPlDgMPmkM6736Z{ECPK~J++5zoBFQ0+JGuzEq@
zLeJ{-8iO{Fk6rC|;S1A%o{oA}4U!$K9Fov|ZNKSz4d{TL<v!^74Xf*Rfd6ebgj%eJ
zpjy^lZ~-2Gl1P3nSe~;FFYvCYDXzzo%(vXo+AEjedB?iB{js&n-v^YThe8E1Z9xZd
znvl7`z#|JZr)4$Wj^92S?jE$B0<+7EB28_t`rSIvhdt3n32ys8a#0=@K-2aIAgs_7
zY8*;axKQr)x*$o(o&pBo5Ks#|7n@l?t+RNygl{cC7klLh^!WRj%l7L7Qo0{prBSFQ
zj4NUYa(cl&8C=+Kgr(jpBd%@30<p&09>N%E17&>=bicuy^lK<f?W1zruY)+i?e8N4
z+idJS;?2RB2Xf*$P@@f6^+PDmntMx(UZpa2!vY(g#VBZP)>hZu)k=M-zOuAYUEc6E
zYPCjV#jQ72mc4qdCh@8(qQphnl{An(Bkwp{LEs+I{paKRB;WMtmElLuP7w40%J5vA
z;eGf<`1@UY@^t*<<{i4JWWRaG`8aCQ=f9*7aTBCH=(=qx^d+Sx@rb{`$C2L-Dc5T$
zx!xQ2?S?0b{d#s5=Y1N5sJ?HE$P5%ZH+=YR$=00_x$k*y`~7y$jfNZfT3RtVM8Rja
z@5=As>nVAY{S^<M4slVAS<pJF5WU}9BdQZw9sJJ6CB8bU1oUNPjp`nkbGb@6;{hjy
zU{yX|O=(<zp|lR;Ih<|K+S_iw4<o~<hAFr9)?dzS*x7}zFV**z>}-25FOh=sVoJVP
zKVD9GdJE<u)XJL~&$Bu?jd-jtAq$z=c0D(!x2W|rMZ6pM9bHb-6cKVga3jgAwATbJ
zX;4FHovo9SCO7z9uSW@;Ppj(VF3wb_v9y=xIh<{n*HN}K_4@=qRt@F7($tUgI3K}R
z?SX9dQrwej2fw7>b`o!+@RoI>c#OJ3bSj+DvdB@0GAf<GGA73oWvph;Q>BzYNetL8
zBwj-8TIIdf+t0>D^xioq$W_Yiwt5f6U4<WVyu0nW;UFMJr{%bZ6TXmgqzzVkFv$$r
zd>UsWBO1FIZiRK<C!W&o?=PsPa@fWh^l>w1anq?RIh9423@Cd$Ea^Dx=Wt`~)3p`5
z7pm4^KK-aV6{li*6>mi}R`j-RO_PU$XDeU-rT)Qw(CbA%UIdnhpx@r&IHo7~{oIGU
zY!*4xAtVIje$R^x&$~DavzMGzXB`ZWu!g74;`2Dov{#(!k^}#<H{1=fIlWNxyKaDm
zHk?hTYA-dsx~T4z8cZDc8Vep*kh~?kvD9$I^UDp->t~qvF5^~XABJ))iRG$ZWm%N_
za^!XTZ5ZWjF*UZUPPNJiTS+m7iBjW!NP3Ts(aX?tvhy0fx~fa9sMAJG;)aT(=CHKW
zavM<UKu}18e4vZQvD={f7IVHBm3txD-*52#wKp~@^^NK#P3cEGlI*5xo{Zf6eGk5<
zbES)=vV2Uosd+Zu-VJ((N6y}d^6>;Mq?UY&58t9mQQZWUrIzExiPG~zY(=GW^ny=E
zG)BW%o_u(`!t||4@^0=d)h~X}-@3WI^U>~(NWMz;xm9bY@enNtTaNXeju+8K`AXup
z^|p6_j};r6sOp(SPI3EbSOR;Xo?vy7>!Nvlb`hPBc&3YRAurF7Q_{uK`O=e=;bMIE
zsnP|0w;b0{hVmEb?z#B#Jk-Jd%5YCGsa$%B44viDJY7OAX4ccKdi-S<Ng{b&;@@xL
z`g=t7ML!I|iX(EPgMyTRuhY_9F(7J9Iq*Pf>^(AjZf;op78t(3AcQtUG!Y5o$$-ra
z!G6(qnd!}H3_6`7u)*vPkoQE!_Q`9ar9PW0Em(I2J=$6UM4hBvGI(<JQ&^@jVFoVg
zoz8>-eY=LJqC6=NE)U&%v^RuKmCo7s!LTFRdfC43cbi@S0X3M})8;lg5|G#J`yCKm
zSa0&D^yLJj9!)z>N;Hj0XK}889*O7pFc0JkeHSfAR?<j{nZ+&zWPXB_n`M`opG|)C
zvD6tJh8jwpDZQ$^fGnjA%G^!z9ORvY5_2@*=<O)A<hq<A1%j&C-&0Pj?SozB$n8)k
zJ-_|o)<+-g+`99D({Y1?M(-g_<)68?vvuS4PV%;-;0%30UPv(uid^T|$R%H0+#OMX
zYM)!AEBci~8ui@urnkIYSzW5GEv;=VRhyn$udI5jm6gV3ZPRl%mYW_J0N0vLuen}X
zUS3^U-*l_q+D2nz#ckBrYBXKEUh&+`n!8-BuU6L@m3n=%;?|&|T4Q-_#jCG+o8Csf
zwzgh@@+<3=jrD4C&8x08mt1dseYvqh6VmHT?rMGAgFN*{rB+#OE>)VV&DDy#ybO~m
zcimfCU9HuZnoG5%waRMEbvL}~dZoEi2ihuLwL&ZV>#G$gx>l)eF0H|KR&BLfUt5D0
zSYNAETyGP8*I~lCwz*ubRw~PGb!E+6+H7ttt=HFpvdt>Zgs#`T_0`qY<>qpIz2;UL
zHE@sHXt*1dW(DY5TCHz3mNy%X4X;sMtE|;G!BpC;tX5a+?nZrS*;^sA<8^rMt*kYd
zYir9D*YzqZ%geP5pkvcrtFLX;8Y`7`ueJ)D1FLIuX>Db>QLitpudl8*y}GwrCH|Zt
zF>usbANS=G+dCm_ZgKZLF&Lo9R|r6I!Xbx!tMi+`{}=zGt?&HCzy8U8{pbF|!hiDM
z?*H=UXV3o6zwy8S51W7R55Du4_Wuk?Q2KAY7g-&qYn+dvsB%{7FdoB&@E8_~a^X9;
zPj$_T|M={%EVd2h6SmN$%@ld}z1<tjbklD7ZB~<*l$YH>)anH?Z*opvhJ9_AM#HYO
z$dj0Ir%cYvu;IiuV2?zt>U12oXCrUF7tk|ifJ@Bi%HdJB*AM-Ws5<!svfS!*ygs-C
zQ<Y;T(&gG<A2zFS=a5q|Ccl_?!&YwpD1d$8NVJo=)+xi*HS9dYu5_=<@}B%19UvNZ
zaBQ5V^X7M9p4Eo^O}FN@?O0acea8ap*ispG_X5`rdxHSB+fgpyRh4;xH9R4(5;K7^
z+E8Fphx?S*%9i!Phuaoxf^LAlqpBvs2BIccoE0^>=B%p84gDz?0oUWln|jq?)p0h|
zrz?7L%~?~QYE^UlqWT!kK;^Pv2=+c~Jc6iNEwHvjKF(NJCc!oCmh!%vWL;G*H{0&M
zB^KvUT<v{GTGsb^1K8{DS`9yBE*H3CihIYfbB~vwiK3s;R;<{K|IBXM^vGcq@qce%
zHMmI}q0a<vrgtq^uJMg&*k*<O|E9k`2*loTZ4g<0WOdvl+%boCn}asnj(6*I@NvOx
zP!|&~sI6;-uwh*59l~M|oe7wJM_4QfvH6DAbO&uvfxTehK^pulVC!8ZIVV(e1S=6M
z1AB{c>`=>p#`cmwQ*YVe9s`?!l3Ss|E;Zk0Lp%d-m)T>P*bk3cYq!CzW59+pF>Y+4
z7J%=H7ud|#fbIWZv$pTvh5LM5Xn5dX)Cf^e;TEieEEot@oK5SS-?ZMgRu|a)<U$7X
zfL2s^CeUNlT(p0pLk+kXT(j6h4{o+X8cG^|0QX_N3U@&^da$o=3kMC}xMogc%_<hL
zGTiW+=xoux3JoCvp!9FCY_^Ts0F<LTg-l-E8oG{PfBRr|1(LWM2aH7a1`cxgvQSLX
z(zaUzt0wd5VvYp3*MR@oiyaSqeLfAm&%uTgg^SD8O&pkp-ZynE3w+32#EMr!qOS^V
z<?o|+42=)?$}m84mRDc|;~ZhdRq0KwL(PB{EjeHrcb0f%IFuIb*vijOI#<uO6#uak
zRIv!7teE?ss2Wi5#H!@yCZ#GaIwcCWCv7=}rMR8o9m;JMdZ!OgSY_hG%hpM%WBXV{
znE2f}afOSpOESI6;FBpT`}R~QTg0uNM^@vB<j#v2-^eDwiKNsMb59AXOJ^N`%%b~e
z<NI^=+zWahGWOA3`~}0;S!Q{s8q|lQuf>4LGEvpcj`(=azzo?I@nv3CP5Y(Ngu9NK
z!4Zv&=h3tobL3U^;{m&BYit+2(rB&{hv@xF*_*DEwKQrARc4xya>_rRLdu!(OD~X3
z|0uF2qc)pJV)g4$%dWxhb3N(;o7ef~^V;&}>T+XU5I#W``HEESC8*ZLdcnP#d19a$
z`3Y$sBQxzAx5Vtx5tB#Q)O2tLh6@~7X$}G=sqmYl8g=%LK5>Khz^nc^&F8IJw!tsN
z9$hJmdvoN1Kx|HIXg&vL4c4t4aHq0vd*Er@rG1U(J(y5pI^MYyO+THIo2X(tmC7!m
zws)xPC@TAm%I>4GC#mdp%KgiW@t&l%*QxA)D*K|c2B7UtWd=<L5cb>qgQLZy(9w&q
zUuVK%BX%x-Zo(=O8<-m(flqP3yupJe94KH*RdBjR4{*3E{go_OLBR62fgb*-0MvVb
zUpsEl70%YM<b43gI@n5sEroG)4i+*vP$1fX(*w-M8CT3$Db}gAhd%y$!b=2>ps<Aq
z7#(0`<MN{#u&%=edqX<LyB2Pawc&UIcx(CaQm_RJt8HjWz6E&X%f=qIz?MUWkqnqk
z9HG}aTNIYTq>yZ$wuhd&0nT3SULUt_MK_Yrmk+@n_P|%1V&^LGj2^=<!~Y(|SRhG}
zt%*Bd^bgUaY|hfHZ;Tx8$p0?+0&`S6`QUM<sXI^O)-4{W;U?>lc2$9WFaw-Ze0vnp
zy@2)%^yh+?*7+|}LzA$HHh9N%8dYD$I5{@jQgQH!KiF8F;_gx2adkef=R^-2<qK)7
zAfY)A2kW|U21U?vZciCjC4Dm^>hvbh+4s9WJS`L0e#orolGc-5(43Pk8nR_f5!>uc
zLxPx{H8G#b&N%Mvr1t<+!Tz2GS8q60cB{AVbQ<E`McNvm8{$4F9u*t0+i%<hjC;V8
z+yfF~k3%|N1d*OwKl|w`-~JD89k_pM{$KdRKlpE7yY*}T&QHGd_TT*3KmTw1{%0Tl
z${T0@nv~qsi&@#?p9USqO`uS20{>&uO#nA9U|pda1?GpG23RIxg_u{S`PZz<{LofB
z%Y59G)%?(|H>>WL3$1y!H^XXB|2fX`E2FC8EXp#fI@VGxqpq|C+&npWkb?tf$<5tu
z`9!*Yut&oGV}8g1ggsU56Z1npAS}zUabteS{efj1GLOs;d1J7A6E5@ThkP^glooad
zAT{BK!YWagzu1iKO~G<-mx}pR-w8{d7D-o$2DYU;V6d9reFvQ|<~0`z_5lBZ?aO!G
z0S5)xdR>qSIBg;m;K?Ab!O1~hga3oP2G<CA4GtON8h1sVb(x4O+5mg+s=N<A8uA*p
zedRS&G+%~sfqRW4oFq_S(cW>*0xt<njC7MoGasQ52kRGG-dIO+3z;!#)ap7zZ7ge4
zq1Xh8#raM;ZCZ<N8CjfG^jJEvt;>tE9d}U^`+4^r+<dp#&g|+!CegGw&CZdsXV13m
zS<Sd*pItOwDGSQpeFrv-1yM`RCQ_B$*k?ImcORb#R}aM>0iFt*7U(^QH|9#&&gZY2
ze?MQAQ$~wi8~VHgWUAu9kb6fT-wPMMb~u381mIdj>vya^Rd~dbm^Uw&t^TkzGCt+{
zqdtOb@6eAhb_*;|8-5RBP621pvBvMhT2&wNZ^KQe72@+$In<{E5b*>&K^D*<NSI78
zID~$L4Xa8O0^|TbJeCx|aPt-xPPkX_7av-R&lk;aVe(D(v0FuxZ?0!orT8&SrMlQD
zffiB6@MoAZCEuBND}4l?()}CmOsVRGpTo^*RGa4SpoYR78ATUHi>!@GaUeMMdzfOS
zvH!!psj&b(G*mx`M_2Py<o1t>UxZ@z<hB|ZFvwI>D!mYYm~f}u_TY>*jVRJ?j|HB_
zLUFlKXS7R0M%3fGRFG|V5{HOU??Uf1l5Wa0nHvJ-&iW<Nvt1!Z5Il;`G2~Gvy#!-R
zz0;4NU%|=IZf;gKR=o!G?&zoTov5;lSeb|bGzVKKv}Yg7#8=a%@4H7Z?K#BIJxc7L
z(qwJts8Ev2FUaE{h3Ijor(d|b{T9Y6T(a(AY{T7pPoA6pdVI%v8zUb&`)w!046*;g
zyMmH(oHs$+j2@Iua{>@fyrSRH4}l~=d#9?hR3OiVtfD#H5VERK+FySU4zl4fciXy(
zd-||r&r)x3T78VK_}xJd77_S#o5g30x69`K8_hTd6Kyz&1I_`~m9f%%rOcPF3lLBc
zW6jlo4tAaeU8t?=tj+7J(d*dib?*ECt_5X`K4-c0pci6G4<X8897gbZa&d57Iu<xA
z_~Z4Cd*I#k&=>oGx7UN92^g{Mx;23CV}5ib1N#v<7(MY$7oyie0Juojh36hpnz{<>
zT8RDu?##UaLQaC$1%#_({`&k~!A}B~E)ZPLL!$wl-NB`a4~sK&RWGxkh9ekv#j);r
za7-E9E09MY^3WGh5DqzvC?|%GE8;MOi-&G7b|jd&9tu|tl}K{7IJ*a)`Xnjp$BV|a
z`~!^Ysz^0|vA^^#iigAyL35O8=*eTgK^v9Y;q^zhEljOVekOfr-ZE7$gbe7fT?p6+
z_Jm{~QTkE~y`5}0w^Z+ei;?KD#9eq*aKD&=Kce~^Ia?r2)DfvJJK78Zc_H3n#+@37
z-I^$0w4+u4XW1~)4g0%b!x#y6F!Iz8w~zfp6Pw9J`WzD<F2}4{Ae<(qoDAx+(wR=w
z<{4RsLB=x_UxnqA88g&`g$rP%Qll}%lQF1X)}`0XDa!sg#Zw{<sz6LPo)RXI!b}8G
zh$S8cp0Alm@U8#gmw)nCzxQW<?sxW{{2Q14#eevJ|M=H``S08apBcR3{WHIN`>+4x
zul&7iCBP@sa88(&I*gM<k(?x++8MDMTh4Nz;ES~^*9knMnT%P$_A!pR_M5;>BHv1o
zZ>l8zJ?`=_Q4LQXd(D_y+a9h^kFk(Ut?YQK%halJFF8|dIrcg<y|!a6PE#w(Sg}s*
zu#sgDnb>C|s{#tJAp*tgTb`)_PT2cpMLA&)V;fkyhfDlC+n$#0@{(etOLsUy6Tm1(
zlT7arHO$6PPcml>o`Xl;7?pzu;~15L$LAQ8gU8hvl|w}F$j(B6Jx1l=u|7uS;Nd?;
z<=_!PM&%gyGBR$+s7hEUk+c9SYE%_KqL5zGW8;n_T1$o@Q6A^8cb3V~1~%d+_OsEJ
z#85ER%^=0yg$0}7fe3h91%+mQIqZ9o8h--(NxrJbhgeCCg@Bb}TpO_Mw`5x^xB`pF
z%SpkHw|uBxEI=?8FiWxsFycNB%)ktgENDiBg{n#Qjo{%g#(73S%bF_+wNF7c5}q^Y
zGr@>WDKz9VQC2-v&`1L%Cv+}>oT<Jg!WIONQ+-^<+N7~Oqo3YW`DG3;@GzG&@z5pd
zRW5+j3bdy*!GsCYtkiN=DKImrWh^0rycB?OWtB@>#(B9_D#s$H=oPaR8nDI2g?#&{
z*K0#uA0Dp-op0bhq>1gCo@C8H$y6z1W-fSmB003A*~lV$QPI3{-p%1<kiBR5-pOiF
zd~i-$(^TAVrbop4CuB^z)6L|eF;X|08HNCdQ}Tp0<HiZ;OmnsQa2j<g(M6_HU+iF$
z$7?4=^kXj|)wkx6RC-c*JXIbwv?;+%>G>j!4B5Yr@7_XGOyb@$#_eOY!B9S>7PGxl
z#<W8g%opLa+HRtE3Cx=8%Bs7%<Vh%{kq;#;RMmN`%5TDEE#d>jt|dh4D`^v-TdaVn
zYohkXRg=0OjLk?iC`tK5?d7OXR?IIb^70U4r27i(Kb_ycbN72UKl(saa2A*9;`-bN
zcW>Er=<ogi?B7Cg&Nb^Mc(vR*>bm=_1&iIQAlOG`)4C0lc;6dX@AUvfuGt;{Y#o2T
zc|up1xW&X<&ZsNQH*kHYg8-nV;)6DG20}L&E~|;R;Ysumm?ODnZ~_TX(a}{c-vD3*
zfNb1L#IJZW1i;fK#Nh)dMIIEAqEUpx-QmplvWs5Fve(lJi@1%~sl5+*xQy%E*Mu+{
z0ayw>OAu#JK?ns?lEu(F!6BsPc@VX7PzwQ>pkdXH(7&U6om0dcZ;O~XunfkKE#NRh
zjx!iN^8ui{vbdbk2nIQY2&c?-h8YCOEF3!4RtT-sL3A}rpoU%-s1SiQfi7^Xfmoa1
zXF_f;u<Y4y`VdjG3^z5xpheaSYnOs}uyR<whmd{v2qJGX|C?s7-R?cas2?zC5(u=2
ziV3im;4jm-RxW=FfK)x}ZL$)i1lo?F99woTK=cPhQl-mxDF$g-f}FycI{=vk1Xkt(
zlj67o)^YH&<1R)(s6qk=@)!zGn(ep+A>Z+xcgsVVutK2XLg>MRYhM<!<vQ9Xt}md2
z(P4Cbp?p2Y0>Zlw*qR@%V7}m3yAU{7L}7)vlW~p6Q`V`13Cy#r4BesmFoBr)0q`Cd
za185Ib_#%QB2ytw3xsyIk_4BrdV%H2;B&1(AL2S8_%KAc?0OHO(@7S{pXdU8g-G#1
z%}LXxkHZwdF`}7*`5c`qT`qkc;;TJhBG@!y=cE3mzS3MaPTDB>QcUiVA-$?$c0(j_
zDr9PCf;o{NQsQ7fmYL(|8!%bGiB<e3TZ(U`Ur|PiLXwD`vIhs0Qhb-v>w0{5iRw9W
z|Dzjc-tQ6YxTHpYt>v9B=z?auntZ-)H@z-?8No(mhke|hvBAH!3m>3qITdLloGp~c
zk=yLrXl9$8V_YvtUm)t-r<Hi><O?J#F+oxchRS2aP$BW=123*<NlLA=OaIb;f9W4x
z`Wt(H?+?EJ<CWiNzBl*a?A*Wn>o@-G>X-li*?;B#_=*(S)Qeeh+L;C&#_^{}jz4AV
zqXdWwZoi1tMEMgQ9Z~ZuV3wouHVfXMKZnQ-)$%QlS+5mgo(STB{XU1(z-BCA23fE$
z2kg(I>7%@zKnuZ))3Jk;w+1?_3sxN)I?8xRTt#)k#}m0be3-yd!GaUnBg(LAtbw{<
z$!wEArZu5_Ljg{KovrLDj$>7@*xLAnb_Gjcz@NmjV8yGvY1kG(-j8ivuq*`2K-0lk
z69dnxEb`IDG-j1Q%FckIa$H-(5G~_L8E<f41aW|}n6Ts;p4mb&jSg7F6b%np-PDW^
zSXmwe1dNe7s1sH|)`&7L!T<r}z7H5d_yGS{d>aN6Bm>K+L1xt8Gip#8HCT-j#fJF~
ziHaB^ki1sI;izG9;)=L8k1W9acDM_I?kgd%ly*`ulhk?rL~cAu-yJf=!F@WQm|})4
z!xslFdPi*3V-PzwG5MMrbOoO8Bw$zK?oeZX;~)!}hySSBWM;Y10HyAL@hY%^AKY3B
zQAhx6X2AkG{k~rZJ1rPN(WL{2{q9lcCRqp<toPdx%>-7A%B_TXmz_-vp^XnidzS|q
zy1_7IEP*QX9t+KMLpn%+*9e&OwD$m49Tr}Pdx&sw8!ZDQWN4jKCcxA{38oI&8Jfzf
za36umL3*X>ZXlx&bQoFO<A*7Wy~~2ipzj6{c7vlSWp*_(S?U$5YB*R7RD)l9`=%Nz
zMi@s@*^CVjyZC^00`3p{9%XndN!Xrbi4isfs6V}P)0sWC2XQP<FPiM9a?yNR-pS#3
zkhxJhInqknZmZ(aa>9zhZk||g9wVO2)M%I-E+&;L@G>bFIeCJ;4EI-xH%p!nLn#%e
zIkV)6Y?4)_;>$9X>S9-xTPKqEbWfH?QRfNe@KpJ+Xx7_&ek{_Wi`J<xD85T#(*h}B
z(S*rdRw_+`lR`|G#EoWDWED9Cj`4w!`NYK}G$zX=()0@1emSEEpN!s7WD>)_gccjv
z5Qh0=w;r<CG1Vp8byt?FtIOoaH&G_}f>iZ$!Wa~9En{~-QF?JWr<}VYbPi6VWtLn`
zKbKvPtdL*O$?6d_O5YoLp9D_LThiQQ@$)H_W$>(lNHXtv-EPl%|F?gu+YF=M{;m3f
zXnS$!f%SF`^E%Cehj|BH{a`q@%yUD<M14=g2?KB+L2wb5z{uz|7lw^Utf^*54lQx7
zBoX0RfEV2%CcCU3hJfxUn$^5vmQt2sne`;VX0D+ODBc0g-yji2k=X;_AYlh~@X<R)
zctdbfo;Y{A7pf>U+?~a<#DOTQ5AGXKYsYHztZpxY`{0J7w~9_NivNqWm~hidg1R`a
z79P4dj35x?5w17_bREG^G~5lsDc_995ux`0LcxR#YZH)ad|J`5_u_si<dTpczNK9L
z2;<x^oSRAAPjLQDMq253B5f|PT;icBY5B|6femnX2QMX#28w}XkWJSWg0DVofjiI<
zhulSGf@6+uvjc|kW$jxFWn{*r<c_dnNum`(P)zndl*m2gD^+?n`Cg<ZpxUI}@?!iT
zQZN^dxySCB0lUELPuu!_%5LILw+(3LG@ej59ryQwD5!XAu<tH7NRZ1V&mo1N9BXa%
zR<#mhFFVtaQwL-{1I@<5BO3*8i^C|pCfZzNIa1v^G$6w4ik{?S5X(TU!S|Ph2zF)u
zP(~T<CE*_;V&zh{%z7U41ENQgjqTITvp3+|ktAr2o(?@Iy^_3jO48Kf<?jys`oVS!
z<{BUfXB7AAm?tHsFkh6G=)9MyF<LS_lbcKtXeNl=DBBv>r_vdPrt#+-FrE3LSQ%$C
z{yt#b(FFP_2S6kN?aeuou(2j=jR{*b6JcwH6$cf8FVjdNtbefl+dumgf9v=Diu;q_
z`>%fU|NFxq{Qlg3`WxT-%k$6ung8xP|KuOLzuzCNFw^iJnUy+>7fYeMSeAH*njupK
z9YVNfVL09DQWA88!;NUMCd8Je45^V4MuXyK)MHPTiLD4)P>ms*z-UuK8O{^bSisP0
z7?(g=4U|A6c?<@6_>nv%xw$}z?xQcc`5ymd3w<rB5A1Wnp4=3c{8-PUSoUMRQ(XFE
zb?850SyQ(GV5Q0R@}sZ=U^|b~7NA6oNxq&0Z5mRmG+-jeb~fJ=S2Wq<$#|y6(vw6a
zp+FMckzowX&qy1Z8h~Ut1PLPu`95SPWl!`_5i&FL1weG2Wfps3HQxV?lA8MNJ5^^D
z<9Wn+6vLRTk*`C!1HgKmmD$Z?Cg5W?L=zpj62^Jr^?8})<d8RDp~Bz}UboI8A~zr=
zC;Dc&4|+bBuY4DbgbfIC%+FqdB@g^1I$VFC0(7N8%xYJy2Hi0{FwPC&2vQ9W523}d
z3(=b)^a*_|5ajI;WjLmUofV8tt90hA2AlsFGy<YcC(KpsxRPSNWL2ehglLs>ZG*r4
za2yJ8q7T7>SXId|7Ceqh!s~!J99W9|h1Wh5EoF&EOCetdY1IQa2vRB0zH~VOA#4M*
zHVWMY#mZWc6||qC+X|^isw0LHT1A*2vRNqnTHYQZ!m*@{6Wo<Jt1h^)h$=bwDN;o;
z1WPQ4R!-}2=-R4?o|6p8vkoX@#Qaq0u&k~N@wr7rohpx#0uvY3OtLoc6dO|+s#UMi
zyJkJ~;CLKYrrMy>2Lv)aD+dtopij)~3y0^d(Chg7K@ZN<VLWm;8VR`S9@h%&J*bT7
z%}2fN4geJ3(NccCQSv~k01L1`<{nhpaAFUk$|fr?Ug){2%?R;i^(0jz7B}5hM^cHF
zqM~`V<aNCmxlfqa<s!W@#mi+%6;8$5W$Lu#3F?u(MT?FqDc&#N&FQ<5(G^g60z)Ye
z>eC3S)4XBwpgxVOTJegRYPGR<%-(c3%ou^xs_|YPW!+Pf<5T4|L&oo8M1N6sgwQTF
z50<exGK-Z;uf!jF^ql}a4QI&)OeL2LV#;0-7H5RS#b1ag8Bkn@V;b5(I)2z0W;(~>
z%!n2@{|ruCY$Up3dlhemh^8GUq?iS0iHnSmgraRkVd?YOWL)}Hby5#+yvCZYG@7f_
zwAiD<vX_8hh1D-Ts7C=ZdD($*gZA>;#>#SIb%P307f<37G`82M(oy|Gc_#D4q1>e`
zo>PX=45nP;8A&<Eu#K{1{1R8Q-IT`has&$}<6H*AM)GMad&Y3(Yy@sK7<PRgWN`TJ
zS$qtrp`h<oyHSa?U1S}8jw-N~tmwtJ!L7gT9bJd%uiK6My3-5x2~z6P7JFuW5Ac5=
zk0|>j8uHq-t@M=?7aQT=vdG^+Yx2^Tg?B|H6RPsHJ-7#mrGPDb0FhK+USD_Hu$XoO
z+J--iIYdoXW24%vG?!}C)s0GhbFI-_-&|SuyyeZ!O0{0wXn^AKzvsm7MVvM}N)@H&
z<sD~RG$rzuULAhq?6`2?g^*BEb9{Ty_T4Vk@k&Y^w*il}MHybt%5cLarj)*%lIKp)
z@Vjmso)9-mucc)B?!XNcg40^N?|BDmHP0y3U_TJ0FDC9gckk@p{NwcWrR3AyBj8kr
z9>0)$ytj3eo;@2sdml_Ju5`Fln8zPDH+S!BtSwcjq|!r_p$l&de4!jlySI8EOKR7D
zNo0D8wXZe(wU{K53Mn2p{ALq6hXnHFl&s3*H&Pyd5P18&AeIs<B@Y*)?|E(z3qo24
z-(}uVBm)Y^B;9z3WE8R3|AG@=RS3bZmuG?;d})Pu-^k3kRSSFVLF6f!uV!ZcsMlda
ztXF;|Ge46!rRHyD=KQz|p{#;X>u|MG^|#})s#L7@h@SQ1y=^65Hp5u12T~BT--%_!
z7(${CMmCMzAo3|)ASFBQFQoBL^tvP$3ZpVI-$9ucRogLJQ*x7FB}8I$6S5xB#OT~e
zc|&2dGPnpmzYAXkdO1Y{#Z%TAJ^oVsHsZ1P*~Wlof*z$K^-R(_Eix+lEHW}u9JMl~
z3$;ASy5#5S2kP<-oHqvjMfi7-pI>CBKkzV=l5`w)_i$tF)3p`57arP5h6wsTWkNvT
z!s0fjo#!|y8%2Mwe*KsF2VhU^ML%8yuJaZ0SiXzG#Pa7q+|B3|k#XpUN_vk}G7{z#
zq5_<i*kATU`*Oqc`l0tZh#A{rvDa5NXaJ*HCjF&X{n0UA6?#N=3YskxEoeoZHYy2^
zlgFl@s#35UPK(1p3Q~!Z5A{Ajej`-jV$N5ia<4?4y4?>teLM`Y;cVC|8?}v1Z^ab^
zk9#h=fGWJ?M)1kSI{gkrY~X9^*o~9c7f-VxbBpDr5fbbRW2m9l(n?=eYXnfu0nXE?
zz{E9=s)bKa1<mq9n7fHF)$sa=o#z@J#C8;I&`mk2C!Sss`7-+eE4U*v$x0FjJ?QcC
zK>(W_QLh`H(GZWGVzE9xVh<^|_+<`)7XesLcnV&G1*Pcni_oCByij_IGC;XX%Ce5y
zhPV$QEC}0n8|I2l0A^i$=pT^dA+^1ntAgw!9CogHpmpkxA$~K;*0&%!V-xmL`>+G+
z)?p*HXKioovNb2$a<RCoSfD1bM?{AZL_o$TzHMzaL4sM}&UI(SaxrkD^;z8wZx5nR
z+~8}U!I=QmG1#xIV-!dkW)u!%!1k^my$QRC4VcdP^+6ksLG;)`1th6`1X-XE9$e`6
zAeIX><9$AGCB&}P^7mV92o*5Ett(i8<M9LVqv3H<#ipktTu1l_cod&daM^nYR>y;l
zX4n_Q9d+1_#sI6h#SD=?`w^b;xUvUZfnF3|amuhcz10qTBJwHK2=wtNmsgtLTna9x
z;*GDsn!PVPe6S*nsS3!$77Vq3JPd(Ep%er+#XW87fs4x^*ehfQM>-HU6}GnlT^BeG
zuMJzS3l>g|ec+PYM#eC(E{vZErh)LG+sExY1Tlu~a5o6tBSviOh5~Uo1qJJHrk}kc
z?g&1BHU+gIKW)Q;$cljR4eW2E+K)o7-GsMiPB`@5u&d~G_hI)O2xJ@k3?Hi>cs8S|
z4~{=Jl(t!mfX@v5!{Ar&@D03lnMVa>FW7YJ9)<YSe7`|<Nqk8yOKHRE$kA%lXi3@$
z&B%u2z0ntxUpp`{x=8j@s_eOX4Y<9?buM)39cekpC`$#U_w!Ib#auh|?6KaUuj(25
z4u!;i(S|rgwceqPhqCIC-SoY7gTAy=VJy8NHLe^xVc&bWpK<I&9?i}6S-*&58+aN$
z@Urs|0eOFAhq4geQ2OGHolkDv`M~KkL{(sf4I|K|#Xb0i5TN4rSLrtX+FX)oqT?`N
zK#}n>WrW$HZ(|~^1U5Q&-M7KiiTFaI%qw(%n;r7o<GJE;&&SW%)FytSlw?nM1@Uv)
zVhg^cy_Ea!!|qlqzAsz4iKiW_8}Sp#fQ0|cE(_fm#u;BCV(+;R*EcGkVlsXz-dK(c
zT5L-b%hJTMe2lRyhvsg$2Z-Yr4gc0(z5ds?E`H<BK6rNi_kY#yM%`QA{Mjp;zw+<?
z>5mTo=KuO1hkxhqk~F9P&Wa=dH0Usg0g7}O;9{2trxeGoDGJoGvs6xtbtzUW^u0@s
zc?qWnz=n_-+Y&=p+RHW=F=19uIbc@Oj>AvUae=hxlRUm8Uvs9$pR{Pn7%x{-1IsbX
zX&HR<?)HNClmK(VgMT2}nB5l-JnJgA!o5}IL8bJNZk9LzfuA-AP=_vm#6lLKjw5J-
z8!?LxC-F3u)RI$`DfD=Bmdh9*^RBxOJjt~d#YHg?xo_X|ka}=X%~f0+Q&56z9&_nh
zPR7@q#uE0VYuM>5VkcR}vNH-(SjXmD$ev&&%LtzOT6W5d+2m@rT;5?}6h&-5ijynn
z@X~>ml$!n0gmjP3L?LPgpM~RZ>Qr9lQ0MTY>!umKESj9kD-UQ6pS&d}@A3i7+T{(J
zu8$@rp1hCFmpPRmT}+?Yi-RLzAZJ6m2o$J?wtT<s?!&17FlVxw)kwV74nqMz^qj!u
z@(erdRvnLR12heGpa^7m&3YezO}sqOESYHpMre*$&PY>D#p$o9=8&e|39<^iGvvgL
zf?huYC?IGO*5z>EAZ0;5l<_`Tq3}F{?)J_^Se#6O$dnu0;XM@xcR>cGOe1%J8Kv05
z8e2)6dDwI|xu-l>N9>Tr&IICz3@4&wFT4s+L5<$S@Ga|?SYtQ4_4c6Q*%WWn;$_*h
zZ4r!9$OgO-ulHUQ-Wc>9M0Wi#{I|Vr-yyECx3)xVOGa!HWauiBAwg%quQ2(>jh**C
z{@~NCy*syWZts@MVuZktV(2p@-j?TbM}0l+C7ndVU0v)k{vprx4Q21RJE#HbFHHk<
z13}ST>94ChPR#hR7y^$yWrxhJdezOvF?%|bqh@C8R4EShC$9@ku!(itF(O4ylZ?p$
zJG0mWuax33ukB<Xr~8<DfDV8<IZ$gBt!aMplLNJmtW|N5pH_{rcl_i|_hV^P9pfKS
zwI`R)Q{@h?8K@sq5Xsnnjh3Xc?neI-Y`8}cV8b2!ZNRs?(%5V)H=0W{@DRO|_;!y9
zn@IJQ#<VB%rC$&^BYZV*u7d`9^jF6>s(O`WQCUXYWL>)qPVNsLLb+9N%3obsTHUN{
zlJn)LXOdK^=px|TdG-U}1K>3T1|tuX*pPRL&FS_aoAU|FChC}^nXIys41RG=q*I6)
z7hmxkN@RrkTYzR-S;6><6>F#Cx2>&1I9D3>$m#dl^$j?K*p5vdqTTtl%n2GZlUg{#
zw_r+i9sUy$<*#9Lt{`GjvN{pR5X=v7DjBd6fydxmjd+gj2HQUVaPRglws#3$ll30%
zrUt?XckZQJg>dobLexGFpeWz9zNL5RyH+D`A7T$%Ux!Em(9D&sM&pY0eSQtIGkLuX
zS3g(~nQjl-@<By?P{qU#WWE)agm$4;_}BW|zxtQ|_Fww<pjw{zr|HhJlKxf50rkr}
zFsJ3kD*7$VSLL_xk`AY2?%9&ukCDv$o3EMjF{KAY_!&5xomJ%=Wy;EM+V0aBIxf;!
zd_XFD+w)8(YG*$^E@$MX=uib_L(Xi-J;n{Wly7Ie7kB56U%maWep>(FXP^I*KXvD~
z{@=g$+VB3#|8wy3f4I5%4=-K*{NLRE*^uyRH>R-%HY;_Qy|^On#hv{L56s0aUh-c#
z(Td}9$!BoEX3a`;DdkzdNfiWUt_MCdyOHq<5Z&@j=9u|QX`f$m)9ui0IfWZ~f;Tb>
zeNnT$R2umdFyoOjFU-!NOcuvvq8a4KZ19k#mE-gAxn_1gHUTZm$Zl%JlqhfFG40;E
zDcFJfB1Q}CCM!=aY2YY%|0n=I)F>87Fb~sB>uUBYNr`<WtA`x~jAz2l>ghYV%nD{F
zw!=l_yE3<i+rf}6Ij)Oak-<}0*pMe)LaAY_lDid5vGipQn%@)ATv#p)b_5st&H;PE
zb`IXQL?EDelF1|Xz<d(RjSe&;77}xF!&7rwYM%i!fcW0Nsv3vkHXJvq`CT*(iwx(P
z$>4xI+eaT?5Jhb`CL@k0X`l7uB;HmD9BKZ{wogoM0Z*wzv09(3o~c-@r$xf#mc=xd
zq+6;dw}5BVnK*;=-buQiAJ0li+~jueGzw)%6jAFmYKtw?lLxRFNt<ewegsvXO#c3;
zSfh_0T?K6h7!l<x+C}3L{1V)TfGEpgdtIw<kSDS{4={-VdPKkrsU;cB$mi)7WHZUO
zJCA5PqsjD$Eko^(4X8mSMr1@T%d=LL{~Pyua5&{Igj5K?nrpp%&!Ow<bw4_C+`2P3
zpqLo1Y;_w))(3vOy<lnOsJ4vXH@D%8P2d4o3WFjBln^}20x=<7I8361ndHUK{P`_7
z1cbhDaEt^-V8jT;BQ2xLF5t14zK`cqYDZ-}*wc66fKa*oE$bJqyg%sHaT^_6IPM0$
z{lM+OA^d$F74Htrui8BqLQ8O<m=9rw2S}h0YywK(?X{0O7`M_7JHK!RL1h4WGB~jA
zTHl8A+7K5Lj?FA?HQ;bf9U9)Pw|c!c(wg4j;(}G#+*~bRW%w%q@$=BDId!idI{n6>
z<2440|5T^{!^Qrf7A}UcebL<yS&a@J?0okvr>rC5h-p&@mgjG=b3Q{Hg{UHM-rKqg
zR9=BTh=N|*flwT7!`VZ&^Ap@x-oo-w*(6=GV0n0QjKvd#s(W=GM5j^4vsi4B$s?Gs
zu0lr>JodyeZ`2I37_WvMiz=&fz+MzPuzmophj6y4i)W<3O_Lqkf<rS_?_n2DEJ-mD
zC&1t>8W2mx@0Q^Z5|9aJ)8K4XOq&d)=vnYVg7anVBSsz`YHC3M#eFyv7t13?ZN``^
zS3|JhkKiARnjC_oB)AK)t$+}^YO4(@)dikBV5i&sNP7(t#}tA)O8-s}cHV!i&tSU(
z-U7w=It+=|A$BTUV9$ki)Vxlt2`RuStZ{k}MT8$2OL8296neffKoJE29+DC~ipF1_
zpHNd+AR&Ct3-J*eZmqA^SC?vQ8=J1@t*?5U>&@l$rS;WnV|m?MTCdjSm`->dUn2S2
z>f_lA#u(>4;4gsA$YVgISJHA}jA|NLWCkwAyKn~2jRtURjxxMTHSi2v&bR9IfjnK6
znnR6c5L2Pnf%Q@&ucbAzbBN~%Da#vaS#Cmz+z5tM%9KjVZTF}qzkDyJRdetDF4gdQ
z#&c);uFR843e@4;a(^UA`Epi8yX?3YwU_$l_rQrMKH8j`WfzVh)+KXN-+MQLp@iB=
zC5PqEsD|bD@TkVKO+fekzy~EA*(A@Ra`P)`O^R$PL%%vApH3S;(a1g-y#Nl1;}O?b
z*7%V|dV0@8bAV(M(Js}ksjemXIv4&uc36#gFvR2dL*e3R;`T?WRn1T7q#PFg_pTm&
zVPwROlr9mqP;a~rp*K=;fm=r$=T8dG=nJYcd&)by{P0t%@t-?}pyr55k@f!IDiDV?
z&xnQbUA;G^&?>$3XsZ&;broMlbZ4V-Uy1^V#U6Bm(5^!SXHdm;h<vxwSX*7%SYH!N
zo+y*-5UTnGl_7S$*Xd(0GK`c-%N<;%@jv+uSHFux5q?U!2$`r(9)XC)K=!TnLgxdo
z3rHGdz$@izcakc3ys3<4r4zPfX|DIqSvPOwylCre6Q-5onmV#n#+x=w<vjU_o}F!i
z>vS^zv-_NXHiMUh#Rg@dQhbfh?n)!;Ijw$CqI4#D*rU>P?^MuwPEb2i3&wd$!SYsY
z3=k4+6+ERXtJY2fC%4v?V|@ogPtfe=O5(Qlws(M!W9KPaZ$FdBDTsXvVqXB58C%ba
zTbJ<n0;sKcA=F->wHM%?ygW}~PA<TaQkho<KT$%WXn|7BQC^HjE6&j4p;S@BMF^iF
zB9)eb24Q|LL$hRwFO^s<6CKr-zqU3aivcJJiOT}2Ok6lSpvofbfJ|CV!j%kzr*vS!
z$is0&K8N$M!j|9Rs5!7yQ-@NrT<{K>`>6(MBfOMDIKx#xz(p*q%)~Yii{61-I3hp@
zg!>2QGz8Qr!&+Kv0T#eo8qVu2z!vPv0yD3`UMwRFmd!y3SOI{ui$DS)o6c*?Z75U4
z1tyeFydAU{47wO81^ni83L&ZoVfga!E^rD)Gyy?YVA;*yfvw~*#i<AZ=R@Fmpm7JP
z|KR{(f*E=UHgjEjAqGKEz0M$OwI@PMI2On9b!Y|8j9s%j(Di7?;elSj76H8L0w8WU
zz(uFm;FLxPD-4jo2$KLYQM>@+Iv}?N%}ACoH&CFGc{l_G-$l{sLg#SKO+zJVSZQjX
zvtxZ9fF4N^Q7L}u{yF=`?Y&!xhmR{s!-3*zcR_rGXaP@jz6y58R`{tZ51-QPL?>5%
zoAleKH$~GeC4LEuUIq7$AHPI1G@oaG%<|3}gMUP9bawAa{7O8@Zn6fGH`%Z+ZUUQm
zPDUcT89!$CL`P7^9=l(pLtt4{F&6Z*)dtI#bL2|U&!?ORe#fc9nA0P3(3ACEx9QW|
zr;MjB!^LmKp+V;P9pOwMTK)#VsS2kUl2~jN2<GF~WE|9I2!aX>$8a`{T&AB_4kPMM
zB!`Tnqj7Y6jE;^YC&BW=V*PX>Jo`KU*YEz$`|q6J{LO#%cYpQI{hu%Y-HSi>YqcM2
z4KDxV-}|*6O7Ts-m=$-$Y0weRZ>y>`W0d!X*wb(tH5e+{p9({BzZV=V-t$5Tfn9Gc
zZr#|ry9W`Ux`l8o6t6pjJQH807yqY(%VWy$o^<5W=7mY0NM@x;daW^kwS;3AM-5w|
ztQ3SK!+|ZaC`>x9B_5}&E>$#AbVpN`lL{ayK4DQiCS5Qs>ae6a3yY8+2_L%&SJp|F
z(_^mHl8~lTShE3k-V|4DP@7`DJnp&;dc5sM5W%uDa^=PyU-#Hz?nKKsjx#!X0mmDA
zM60-R(#tYEQVzzyeCHi&9RM^}n3p0`0sKdaiUW`%na@^6JX?ccI<me*of{+CV^Mh0
z3j&N_W`i35(vw9fG?&@n25j;qqBzKxhe%2z$^oJ48E?1=gjO=20sc`2%qxMsqA3P8
zdf_ZTRN}<5dQ8O=dPwoPJY2-nc$uKllpd;@lrnjTa*266+!>y-m&f_xrug7aI-uff
zm&+Jo!UFp$G%p-tDdY&=P~7A{Mx#q&cyM^=n}^`CgEkF_?FzfF+zo(zgRDM8yhV!%
zT0dA^U~oHuZCJAPpzAyLl%PfhJ!oZ4qe#y@p2FpmQ^+Yo3->e#TA3O_V2z&!L95oF
z4-umxICOgz!ziOYi`x&O-`;|6z$&=Qow%C?6XgzqO8H(ez&FX;wNs=E9l{myPY@)M
znlji;8wy!B{1Dy9LS_L3J1et@;sf~l4JnH-n=)>Kc@T|+U5wQQ#zStR<-^N>dpdC|
zD|ntjENd1nn~aa(hX(ui5cHWf@)>sv+4~HPluVVAyDs@(ELj6g;J_;YLrM=lX$HLx
zC_ZX9df@}cGQ5<qw<22e(9sq)<!KPt>JVYu1v9gY5vkGbs!2`omjkOXMzjV4GjsOh
zai<-Cw+08L0KAa~Z8wNPc*R%j1HSEawel9oF|mq`P$=3kN-0Kh7>%%_dLrmJgr`H#
zLGhZ3XBRM0`|ANs&~@l~2BRG}r%%!Zep0zE4fTGq2~8NFbA_iOWXn450MmQ|@urgx
z5cY4c1?xR#sm9#}Z2*^y1r%T*g}lR{7<0p80#)+>6c}QLL$GwTVgunU&^7?^;04S+
zANE*xh`3cy7K_;tXf?mj8t)7u?hof3Ldc{L1_Fpf4hY_4CI@#%9yXj?$9r8)iAFEC
z*RxPid@_&;e5|v`YPvAG!PIL70#JNw%xRL;^C;UXZa{Kl8Y^U;Z8G8(>&r|7bL!a>
zRz$cNGIVda0j!jccZ{ismJRQW{Jk3Q#`4HeiB}$G9E_JxT*7sa%KtVW_K{GvIo?p>
zBo1bUd`Yp?C5`pmDi7ktz9_jUvHs+r<XbWL3Mx(TO->DqwRdmpquuxK+`GMVZ}-#p
z?|giZ5tv0du=z%>`z8!t5H0$lMmTsvtbodLtaZq@3!a)OQL;wtH1c)l;_`$%T5&3p
zOL=&-67xvq5Zg`9>bB*{yKb3?;tLlN3i#6T%7=O%zk$%{F!$yq`D$Te;airkv!cDu
z!(P_QRN-ZEypTXp#}K3_yE$HHiCzd-9230|6MiPRAVJ&(7ByHXvk$>Nu7aNzvJ1R!
z-oiI$3ZDGfroXw!g_R9;0@TW))Tk_!T~^m4$-$<bnk~I?V3Q>GZ3|)Mkr^YXg(Z{T
z%m+Ik?cBS${pk((_mi6+eZa^bCOqLeg1iAZPGY?v^sB64d?BQQr_$+85b@#G?ss->
z-P+tx-xxk)oWrRf09c!ePe7`Fv3QNNJm_649<x)8<nALpEt4e3?pIWI3`MH96rT+y
z$l)1cU*<G&gws>nquoJg43&~-TqVU4jGw59c&feu^QBIGfjwM&I^5G&5G18>GUdr&
zq}DG9@2@n5B(g|Pt)fLd+?jOOVG{Sj$#Ka?`64Q(NT*aG%&W!L0sR~!0OHhXQFm?l
zZf{nw$&uWGmrDtS_}!`WYf3!C90w&w_?xC4Ih{N*;7Eof&z?@TTCiXU8QPl;hb6V@
zY1Btq_mt%LkIMN}iR**@El=YXcI<^RGEkxBErX@bgDc|`ap4iiEag6@xR}6oek3V0
z>Wy!ba%TK8Pak-eP0%PhvYRKayby)a5ktpZwwK)6YIRwnR*!fjiKS}JMc|bO$C91^
zXQ$YI=xLF!yax_C&K}Pq?oCkpaIu%-ieP@Q59daGG@(gyCa83D6>p?B0B7Dp#b<qj
zW+tiVn;DJ4gcq=>J&wW<A9X5C&}_acpH~PF;j;6vGQ0RIO2uHY!9$gyvlF9CmnM0a
zah1H5)(8VRCa?L4ni*fs>!}UFNnhn0+9WSDK|QagHMOSzqfhioV{5srHiLfYU=hxx
zMWZUXl2$o8AqPUuai;S~+2qx!@_291g>xpk-f2{EPB4vjX9r#XP`tw&-K1arp>Vb@
zB?ibj@(HC<8StrB?!gJ+uC?9r`t2k4z_s3ny#e=n(6a&6!124y9vwTFJf~#7xVV~P
zd;7Qx8;lK5COG&Cy9A43c-M-;^eO6x`o3stxy5YX{)I{F5RU!CuCsO6R~FQ~c^l4;
z2e97(n+yQ`0G?Mq^HYa!4sM||A#i|)(3c|nZ?W$X+bDul)vRQc%*r-_2%xll6V2&h
zra$Tp(A6H|2zhvodlhg(91Fvd?tR==fy3WC_1yt%(L%4)4;FXv00O&2pB->qk9>$h
zz^HY*M`dw(o1Gnitr%9GZvg-RD$tJ}_fRKnCBU&)a&14q$0-)CL|iE!LS!j^$b_C$
z;Tb)K$rS$^{;;aDuYU=qqv>k>x@w;Mdz|l^H+F2C%J*R0w@Y*c_KoZvd5>Sv{dxPw
z$Gbb9-rv4|^TytXiA;|xNyJEZZUViONBd#YQXd2XOvjw9@TglCl)ZqG%BOx1q$B`U
z@F0W?`+G)tv>mJS%gSvbitzD}+OEnAJ>Ka)NNtW!JjA2)E;;PeWZ{z1E{LcorGB%8
z;5zpp=m%`F(#J)un6i8fJOA`tmHq8b;}#4bqH;@VQkl*=xBM`|M^wX`8TmL+3Jemu
z%8J@SxTxFc&Y9BX(xuV{B_H!Itz|Ua*f;F^-JT7;5pY-sMp@5>LDhz1J8aG<2)tn5
zPd`O+%oh;H-b(Xe`b1z=I7<XkX3n#75bT@+Q2K;C9fXZYMk>cUC?|c&IWaP)5@w0l
z{3M*c!%8ubfBYx&U+(oI*nkf`8(exQ*ak283}$B~UyKXJG@S{f4rau_Og!TmSo+3)
zvWX`ncYoh&5IH<=207YdI$44kh;7K)*~AB^Jd^%@F+KUN<d8$Y*BZ{NsOuuReKnGm
zo8uVfIL2c<j**z>OYN}se)6CH^u{k=`$wPuYrzlyi-)iO;>-X3i+}#;TR-|Qf92Qh
zYyaEY`9GbMTRlCEgAcP(#|$1O5X?4|<v6q=#{H)b66Ydt%iMy!W!zexFDFiC@P}+Q
zIiEav!Jk#oHF92A$y~Fl^U0$EJnMw(zIpA0051yv=3NHPi%m;e0l&zxILxRa!kONJ
zHSv-$qndmR$$2`rqJ~AbtlKyD<P$p4!rxPPV$YXTBQuXTQ_Lriyzpu#DcFK2ZG8r3
ztMGnO!@+#=fD5l<(&EB)F^^ck@iCYA<dGs?DNfU2HjYjD?S_pWj0$`C`Gxs3w|UJ;
z9S*$9+01--p6~|~F{4om;s(I!9B;%?qbGeow5wprP+|_EWd)l>KM=HV9O7fuO&8OM
zq}hka?s)tkz0ffq#kWJxPv#>Eo{=GjdTWCZVz<$T6%((j>4Nv|H48m}u_57uiO-U*
z1iYzu^|O$?;fR&b@B;`L$<3N09_dEO;f!K6H`J)IRvRv)JmlL3qlyy+Wa~$MAa_C9
zn6on%DByDYXs8-#SZDU(?8n?BKH@pIWM^kU!#zIL-7$H7a?VLE|5Iw?i~nJU;o^Sy
zF0JiHKZTY5a8Y7R_7i6Z*8Rhep}$jaq9s|b`m=MeMgQ<)vF0Csph}8d@((di&6Qm6
zb8*p~PI(0^Ry#_P`Un0z;H+zLU%OR75G)?mJp3ARLO@@Uv+AsgymfHb0@re2hf)Oc
zqW7sllLa_Bky&$=rTjdzs2Kc>DKA@?QYP`6$V>I6t&`E04UQ|V@K=KqR!gE{ZG}(u
zv&_VYiUactWE$w)M-Vy%;)~#*))Nl*IKm;~?f@{!8W44<?H++keb-uBv1?%c#WTNP
zn5|<tORU6iUi~WGBhYu|M8|Hp`0v^ZcdKJ}`u)0=4wpBV4wdJDAJ!j0j<-aYvX2T6
zyAodG_pD*sI42|{_`4xls#_O&8KzbXr;R%PJ_Hu+hZZ_4S1VZ+WYA?rKEzZ7A}WsP
z4VVbRgpM=E`l<@|iw=fF)el2KPr|KGv3>GaCa+Tb<cK0eu8!<;^frj_rtI2;pEA}p
z3{?OEqIip|dBny7gJHI|@7`U2xWQn|Z{XPbi3`WC@W9Ffd=&$5&qLQYe1JEx5_A~_
zsm0?KqTd)AF@K*?_Ako8tzYv+bA|i)i5+?}ofQ7q393-s-cD4_RGi(WM8Wn+_>u0|
z_Q46OOaLcrouoSEyQP~(N|QTO4oeaDic>&+r%+k!ur@hD@F>buH?`^4cp|wwRW4~{
zwAQWuXz6FRerd-pz1)R(-9e|@2EQnn9oUuSnzvl9t&`lbJ%D@&z{+L-TFe<Kaf2fe
z2ui8j0$9go_-`(*<IAvn0Fg#v>!8j+fh%}^8!&V?H|ovCTAgUey#h4RqnnoE8uu*R
z1_%c{{aLYB>MKpkFSZP@!Ha0uj~jd;+TU-$QJxKF)85#q)HkXUa<`;y9$=x|o_NBG
z;taG3D7<m2&*7&XDBS>BEB5Bn$|_Mx-8;7Xs6e($9pxyE>KMv2A>%1~CZ{RGD85pj
zY`;FrLBHAjq8u5&#Lh9wkj=yqyqk<=S)3Zdps{?(W`{0tLrlpoD6*zxK&c(V?)dSy
z2W=l*dhUdM7osY@-EzZ0(`&b{_j_UF^_+(H?t=A+e-ObD+8cv|R_{UAx8C->sA)Ic
zu6Mm5?m4|+A98MW8-e%Gx`i<UTK|80U-lfwk>*z=iXz!0L{ij!%#<{vk+foW<34Cg
zCJ2DX2m~ntq_n%<<rccDfm(ET^>lTE#O!+4$9UJ*tiAR=_|@TXgdJgrUmUS-_QUvi
z@QeR|^}aZ4hhH5r4nH^?{(WEOmsMF^eSm;CoSB9~?C$)IyfeSd{Encx7kO84*Mg)H
z9@=$MuaDAf^}d~RU4(+|p<HE}a2fnd_wH`q{#wQMfKcnhh*i6!cfVt~U)g~$tn_C5
z3T&%k=?cqMTo=Vbhs=_7kOwH~#0RK+qX4g$`ym-&lZ9~=ZdgMKAA!&y5_^N9Y?MF-
z-A^1*s13@v8^MW`!*49jFD)VR_rlUr+2bN&iI|?8T>QN7F&QKy<J)U%Yu-JHQ*u`Y
znLz%VoIh-!@fck5D~Ndlf)zYTcj-c}fNO@Z9W@(luU%AJHapdlH#Iql6;lQINMc{W
znpYfHDjRe<Jhr{Bpi&h*HqjYgQkm+u^=4okyy#EPElw>}C+D|obG5~(nObGCIyE^x
zx45uvmfoVKIH%}K_o6uIp*PZrrRxWsU=zMWjhkRc*HjUu;H4X3J;24uu5|V57Nb?f
zXsKXGn#cq1=Yvxmh0$AmFmITrTDwdpD`Np9Y7m*iCy3kv>B7Hl=Xrovh_C|1i@ijf
z_QU=tIhDv%H_Z^SS*qQ-sB}1&2k=#xIqbhZfaqR36t{=Y1q&}xdvV^$0&+5Ww+DyY
z%^n}G*huYmB>FLq4Z2ZjQZOj>mjPiYnLc~ZVo0Mb&MDisa<Fnrciuv~Z5CI%zi;2o
z$-!<RpyaT(yTOdAp1JX+Rg4@)ui6Ohh!#I-tV}Knm{VfAO>m!0OomMgLCY!BYgVD)
zunsDW6*F$_`Mw!6{MIfmW~I;>@GhM6R__F6VA>UCqe!Fw<k%~K2I30V=r=hRt)guO
zjh5tV4_bocw3I!@7-?wzx3t!eWMnTw0?o<HUJ49iPKKFU;a*HKyJXe(K@<93W;L{_
z;2+3LK)Wpnl2bg9+w3+;)=F$@jYzcH?7FO4%bJB~ccGfa7J@xKFug3OJ^5seS}1nq
zOtV@z_PpZ;u;6wnu{@gDA`LGGiQi0LLL4<72#ZL0XOdrr+`fs(D)V+Mk3o@D(#JvF
z$<peVZf&Na)?rb`L*`RRk2f?<Pbo4tVxrh~`c{mk;7Lhjurp+3y59;+!bx4+{)etN
zw;}P7xA^7`j^<PF6oET{>SWc|l&{sW0k<ILvB}pofD6-;OB(oU6c;ruAh`GlmgZ#1
zx<J?ZbRPnr6UFM3VVG&ap+BXCf9EMC;OH@3dRv@Q`b3VoZI8Ai<RX=O+K4f)?^il)
z>bDs<0-P+)%rDN)ROdupcQDknycFW4eU{ki_T^<<_(<{_8u2XK=RedqI&rita!B7w
zaVy<`CnC5Sx{gy%A{RTO@gB<P{k}P=Ac-k6z0q<Unc=tk=e!yIP$r5qVns*emRC3k
z?1A4n#@gmGd?Tl}^uTS#*=Vghgw3UNE;lowfkw+=0E;(sxRXxCVf$(rpLg=|xzpuf
zsE2H?5m<2u`jVQt5>Bb4b9<WFjmppJO5Inbjo|SiYdD0>+v&FC`xx9WmDqmjkQoi<
zWDT9C>#qSURD?j?PjrfhDV+%bHR>`kkjZ=LwlX=$SU6;Jjl@jFHPm(5#Dx$&aUU|H
zK|HKN2>%`_e#9kqBxWk4Sf)l#*@UC;dL`XwSb4)Fz~+e6>d(O%@rw6T)?_#*Yv4bC
zg3Ob^9AQVS$N(1BimSOl&Du7MkG0%NK2Nt2jKoS!l^6AlImc>62p0`IQMn#6PkJx2
zeK{6C8!VIU9DJPmHM-$X(F*Xz$1t?hKSb~|ei@!ot}pBSd*o0mkh!^&(q-(QfAn$X
z6GST~+voKl-i3};Gu{giJi5)NFm2PyLFsZGN2CMq3*5iPyRdw%>;hvNubz|B3C3Pb
zD7)P%45*|19)z9;6vIJR;7_$mkhjiZ&0)O@yFI_*T~&&!_<c>kmGGMkf=Kri>Z;Fa
z*Y>2KrONK-mkBddIE`3}_v(JN86BjaZh+oX)KT7gKFVpvtL^%=N*t6hh8|N0^OD~c
zJ91rV1c$@l@r0IxO&I-AXgOHGsjnxKucss;T>)tt7fA09c$3<<k1dL6o*lb9Vkv?F
zhUgy-%`IbrZiY2yeqpUv3oGP|#9MB+p(3b?^um8fO!1}{7$9l81@w%BxMWZw#2eT(
z$T-(v|5(MKsY0EQh~YCDy0%_JNst^#Eo|stpCEd82%wKR>IgGe>(-(59kuY5h7&qm
z05e}>^X`=jC9+?~i&PBXv8<+uT*whHx#dI@`cmQ7KS*s!AN+=QotAR=2d4KP_8#oF
zq3PK6+XoUJE<;n&3nysxH$$z83fugukMhB{HniB`ec3bssj0FOc@-*i%pPuK8zI8J
z!SQW28<7Wc@<Bs>B;b$w71Kya`3zbjqA7Z`5)4Obcw6KE?DTqg&7hcI?j<kXdZs0)
z!5g?fhZcSCgxwLqCvOujebHkG;Xt0IVNL+c=$=Yy!5T%>-;`ruew5U&r>bj`T5j!9
zxIyH|(foYx<7(Tlbw2Srh%XP##5$>~R`}YNBKmQcDi)Ocuiyz9ejMP&A+?Cf_s8L0
zSl;M1C}Qg)y$oJ?wEXBH4~|D$Is;idSXhM;B=sf44>jD(#-^r(lQQkmDee?@0oe!~
zxuCE_klcfSb&}AR4yhyR$Y<xLKZ>g>j?7Vf=oQAO2QEvZkOP-3oLKUWprlT?Ruc(4
zIkQ<3m<H=kv4m$cb28%O=%*8zoLO0Z6p?w*fx&735#Uk{V6~yZ?KZR;L8ItKu*P7n
zK;2&$x7gY_=3JoZ3~3&inPAe?7fFA;xcYEyW$W(!N7wH@*jU|sv~p{0<%`V>_Otpa
zrAkGI?8(~5v{}f@&g;-)TXZIzi_R;~wDX$tU8sAV#f9bfoDZ|eNBk|f?59*52068!
z7BRaId#T@Py=2Peya+0mGlLVwyVIJ_#bOP94G>DWS&Z5(7(mH7*e9QnljZP`<B8y;
zSv-lGl-xO04T4r2{D7?ZwGl8%|3bcxfHP)~Q%3(Jow-1Fl|-nEX?RblW}$Zj$i#|-
zTbfCvk*wlq7K!rW#5STD>^2ZjF;3b~jt}o%C!kz+E!TG<S%WqM3C{d>FAmw$-1nQ}
z^yjT!jQdg4sTswY9EA12hukK*PjB{eSbn^@yRxFI^F}ZH*1@&`ztan5gU{WrIjH5-
zVv`~`z-~(CkyFU6c32I4iG-QcST`VA-X`htzGm`%Z%H;_-Ea@@;gB~;eAI~Fwh+k(
zkL5&|lLgJKBwo2)GlO=s4Fv+t=@pxk<p)rsq=u_W`PqJvA%1$B24Js_zbRec)y-f$
zqc2k8)GBn;oUO$M^IEb{e9f<y;6%C_HF$l=o%6~q!T<(p8R?JEuOd>w^Libk*H5e>
zlfZw$D($H|FkC}~SX1VH9G`Kzl;<RuTxZUQZ+t&@J;Hl!n<Bp%HIQ>O#h^o#eqCdS
zUNPiQbHDtW!g|PpdI=gA<akW9_t+y*ENd#C_jJbWuE{`@#G^qrN0H|=ki9Y)IwLM>
zDEkmIP+P>ZDe?Yoc|JNr@;vU%6MZtxGTA*O;WVU%Z$Wyvh>hwENDprc;2D3O)cIM0
z!Mlkxpd$_y*)*EW21PKyw54H7e`kv1sNRRgq5AE7W733-v_j&3fHraM!v}Nu1R6B?
zlhNv=q!0Fg1k65ukj~K=Ut}Pj;JLnu61k)QB9JUIrW{-}^J~~LbCx|%6nCKw(CMGe
z1%>qk^5Mt#tAkLXkw&w#s87%RQ7xMYMx#f0DY|?*`d+C&pQJO?x6H~%^5=NvGmFi5
z<;#wjZ|?U|Rz5j4jaR;O|0Jt|5wJ`W<C$N-j4R*ETIQ=p2#*=lVbEUq&T2sX^CI@8
zyIys#>E9mE&u4;&>nuL>-{Vf{o>TV;7pSffFkI)YRIN?ZB$C5OHx`H9U@z)nh9^im
zj;jN*J<?7!p6|oO1RpN&%EUF$jVK4TQ@5?;OZsPteHlQJ^kL|0ig$BBrMq|;Y2S#V
zRM+s==jK?9Va9)!K>m#h)UpW<8R3T<w8NJ7H<ie$I~YS0UQO8-70)qg0cr*_Z4NyT
zgtFk{60VIm$OfHUG85rBKV=vAGKa4kc}(Q|^W2PEY42ma&anokI_Gf<^gq2NN3K2&
zafgjeedOYH=fRjbS?nE*Y60gWF>bnhl7W_cUz|pz?>%l~-;#^|G9J444q~f|$9TvF
zn)F)+p-bva#SVdK%~XMbGa1P0d9H%H{T)Pe-6=KXwBF;5R;|Bf?L%+ul6LHp_8GdQ
zHJU172p|iK_woNa@gM)-KmDJ7(fG;#`zH&3^pj}zjnD2q`q%&Xzx>w!{n4BM@{j-B
zcQQjh^YeM}Cwm;_NEW5(v|$RnHtiE5uH{$u;FPjd-Inb&9bWD$1e_?t#xfvJU*+Z1
z<$GJ@Erh0s+V{hq-A);n?VVyXcnrrc^`NYIRkzFJDryOyQ%h62wZ|npM4Rc6{Xuob
z-}dXphj3H}SqMHjXG-uzdz~Gqkz+39l~WvYZXiHN%1@_OUYaN*<R1TtVUF#c77o(j
zIj+jFj-lJL1J?%7)9JRL(S*<)&>Auugh$3#?@tug;o_hfCs|(KTrJKN5&sg}IR;uJ
zBTFikalE?R?Z6^8Dd>oLeG>(e$&}kZMXVKhM$~6iKFCxHsDDRRaLgq=gvMhI{ozy~
zCkiW3>!3|DPPf}oz0%%1snR)BHfo~U(_p%VG)bnaLn(SHXDG;x-K~rp+@TtaG~#!P
z%C%_B^&d)N+}*BV^g_x%kl{v8zdf2=@J)Nrj9PK1xTDrtHOPs=Y7kf2Av?b_J_|js
zlr-~^^&=Bjc!WeKWqQVjRl;EvB@;HO!VOZL%q2LqGUaeCMyYVPdS$}w5PFsgQL5rr
zJxcQ0m#;Y4qj@<3NApCO&(bKN7+uVS=aH2%6IR2tGZW0dO{2BuM%LHNW%=|PoVo0d
zMW>UN9C}2C*VC_X*yqW6^VW*@*=H1^oSde5p7{-{VC(m6Y1aBZUz)RiFJ|BncotF!
z<hv}*a0&LXixzw~^LyT6xCH-T?9~-cCfa@xw~6e`T)b~0fO_iCMttcn<#bym@THj?
z+9nE$*Cu<-;N3Z4XHJgUqowdR2)Rc~YHH<;1M$0BaOXpwcD!9Y026)32rQ#``PT1{
zWp!!U>)u<XQ;s*t!T0qDdIa$bTai#^>E+s6YtlmMDJvDU8B9%ZAE?kQC*E)z?>D=C
zJ#p&I%pb6c%AuG;+Zirx$+AVfL&0gP2jyv&q@XcPI`h6XtLi8GOONRxH1K^W;HP!0
z;VH_mci4CKYM_gJ18UOjmNmD`x5)(*hz6Hh`V)H92qA<?(ySb)270E2{R(D2{dx@`
zkKN3Aq=blmWAE$3TLHo>`|#2l<8aj#3kQ#U!pHFQ9+TESq+FW+FeV_k&}|qLC{1}P
zl*cD0#)q$brF%}q#_#P-oO85`?<=a9R1f&}eV@=iCLY?kuZ@{is#GHZbmB*tTo03X
zV{(9O(yk(D$~X(QIKuBU1)zdE8%zWYpCa`r77g?;8jSu^W<NZJzz`0-L?)uqXH`l!
zZgCwqLR}76phaz1EaCj&d3;x1#6m(r3KMU@#OOL`#BsT*6s5w`aPlMHxiFzY@Or|d
zumg4fFT1D)PX>CcNXTz!Q-l@t78L$?I4EL);Cf%(btObMmsht^m|sAfkRAB2;!1*c
z$KMGnsO)Yk2~Pe)3i;Nc6BkZ57&IwPq@1}ykW^ZZOXY;$CcA{IN6kPUCK4F&xuNYw
zsLQB5u#RHuQZBcWl^QD?Bw0~?lF6>@ixs76k~CJzv>?ec2Lb9*DZ~7MsM>IV{05AI
zcLz@Ps$pdW)P8l)Vv6X_vMpskyA0-FB+|4Wi~(bVfe8HyYy?Cpay}P>){l>fuEy{n
zpN~P)n)-vW`emk7+Xl3*U<}MgBlXKgspSoB7lqT0!=T(1&8@hoB^|hqN>87-jbTWw
zqhb*R#SC0)*I!m<OV~&S8%s;QUer`+j#^T|(m`z1C5?(Mf@38qkI|A&aSO1bU&WVc
zmJHQ2)&E{bXjN@ruOb0J94t+W4}7)uW(c%Syz*2(rBJ6z^GUxO*82Gun*v#V=DOFn
zb`<EatEz~n`m~Id@8mwup2Oym7NrLAc(Ad#d}B@9gxEY}wNs+aKrXj8w$|=%EU%~d
z@HN+00b~KlSlIhH>O?9wElF;j$C0;B-te(`mb|-&lS^0~Ww8kLM&?1MbRYgP@oX%B
zX(Eo=<RlZED}JZ43rdI@6}l5+`@67-C?p{SV#p_OZ;JQFz-yB^t&uO(8@CcRs2hjw
z##XO!cMsCiB$k;V0-)hc2ael0HMaQtlNp0>d1@&S<_x~H@}wTxIangpTl_sQH7#<8
zluA(!AW;RS91%o8)d0?<@}>vBJm+vpsap1hCMuSBC@5e|){+!%gr^;OrAo<B_THXW
zl~&y7^eT$d=@e3vPXB&rD@o^oSVcM~T~=9Yca@vwCEH03O=`#LAu|hq4n!+PD~?7j
zTFvmPI@=T>*7Zu3#LLSKSD|<*IQ^^T&zoI%-i>>%HSgpJbUj!iONx})gOCV*Js=X}
z=ti-5&@iHCE|SQ4y+A#qwA@XtLo>9<(X;i%KC4EMjQ~}DfJA>;O>P_r$YUZQcTm2x
z@J|7&!cGN2#9{wb4I}tRW2SWBUc7BCMbWZaErOWjtU7lmJ)`hFu*kggJs(A$9#&+n
z!gZK-Yf!r-m&s_ilm;I$8nFJ#6sY$*dtu+WixBN?KD4Umnz-Ad^PGy>qBNa2F1zGP
z=F)WW(4f52XG}Uz&g%`7_d&WRx#F3d1?07i2*!;T&d%7-+TEt92^nKIeAs@|7o4AQ
zFrDN~ap$GBI}iS>;i%XP$oZ}kl)&$EuU@?(2XP#kaaz^J=~d;n^AX$t>~&jUe!$+R
zDdfG{Uvb&RR_rilLs%bO7sTO#gYCy*(>^I<ouv}liB~;bzzwJ_HvwWJQAD`3WXHlA
zEi7IUq3$VT`nxP`f$yJxhDSBEL*mAd?+g{nX!6`;J*A08Wsx`E6Rjw&``|PDsB^r}
zP!t_I%BgoaQwkJL2sm`Ss=I;)JC{~V3D!hXK;%kfFFa&4W~nqyTA7dNd;f9}jcOlJ
z4DaI%PrJ*L{>-59#@<I<Pj_#I%;s*%AXvA_!ccl5r3|N}2##o_e778Ui9Q&M?Vh(E
z#^E;E9GRytxRysaZfb*_R2(N&9!=Cc7{q9h$X504-1k~&P}@pxUG|i`Ms?tjWvT$W
zvI$lq3g!n>B(m!ROlpNw9+nu@4#Lr9wS!Q!VeKFkWm-E3gN<tkA+Qun=Cy;6#K3kC
zjyAC!gpwH94#LWq+4eytIg&4zjG^r?L^ieUheT6>WC}CT;Uz@WH;HD{^{#g@yOS(t
zea1iQSyCoL7CS;2GzVzRPiKx%qs|Al7I5v=^v5wq+Dg`!?C&e4vB)4@iP+ZM=TvRH
z<+`FzmFP!_M$idR>D0H<dPPX?wkZ4<>HBDeQ<Ot%PfWQ7`;gV7gm0@0C1p75x6jiB
z9HjU(&`Is}qj5=vWIHOSUW@HdM=e`IdVGbrF>2=d&09v9$Q^X1S4WNq)}L#}8TINB
z%b6FU?bdPdOa*B>9)1m9JRPJJ_ezH!`biMEbf~s(gy~Vo<Ih#VHp^J(aPii}<q6p*
zyhLWU$r}BtzWHSj=oBJtVRq3>tHdmWl+z1j-H=ee-fA~Ewi*;PK{r)hs?JnvVzceo
zu26`cRMu0m%iiWmh<oG)`S`|N)>N^!G(S5vT@7SfOO>7eF5U&z8CVg)8d7FK8=+`|
z+UHYB-oN03$~(B214<{olkpW@TdK|aGuslzZZOo;NSO6#Oe+j=Ni)n9OpkBhOlc&)
zVSGmM<}zwtqwpHy!e-R0hOo(TVq<&S88x4wjB*_6$O%TeAnU2NPfrc!l+(WYku7mk
zG-}00;We@spHVX%nW63PhaEDRqt+ptbp%#9ooqX98nu2y8Rhh`oDL6Jt>K(<3S&ER
zIzp{%MuS{0jkYTG=U{iAIk%=gKaE<C5m=4rj%w5#M`ouwU$(br<UCoAxM!TJY;ZmM
zA8m|dm(63B&1zT{;5krRl8#+Ak6kt+SnAkiGaMw3YytqU%TKTHKX%zni_q9*GkIs1
z=s#*%cE&E7(GX*o&3ZKS|B!2rvCC$(QOdi<H|7&Y#Q2oc!~%8C3A)r2fA^FiJu`OM
z>^M1RWc%cwgJ54I4ZB|(a#3ZUNpmkcj^U)AbJ>%;CexU}-^h0}BOYq)n&lqc`=9z%
zk@#OTTvKU3%db+NvCC%k!Vm{kM|SLUX#Y_%GGsN(I4&K#Y^I4gc3djM<Qaa7TP({%
z+}LHa3R}UBxW+D<V{V5N5Yc3pk<YQqW;IpE&gzX-Mt1E=DG?~pFM_lBvCC!zwBuDF
z-QCHmp!9Y7BaG-d@fXTj{n%x5daV3hd>3(j$a!MyviW#=Q`V2M%VxBvC6Iq(*K;EN
z4;kT!Zs16M#)mEMW0%c?CyY#l#BxC#_4d&9h*v!r&nQ94oVrv#YR=Z+9J_2DyKJ6c
zoSd!&er0Mdn46ldE^RLb{^Cq62o|^JYqg-ZFf}tXH@mRpPY3gh)x}xATAAM#CFN^V
zfxoov&rDb5rsu0umCDkTzYRv))tUL(pfVRM1&fvK`GqOa&n`?YE=<?vgX#I&q(64q
zJa*a4YuRzQTRsjRW5>vcaEz>Xq35v8^p-hx+1!jDm*9l1<aa+GyKEl2Y;Jdy(f`<G
za|@n8JMiumb8up>29JUPJGV&r<V}4YyKH9FF!4Z??_YWBviT7DnqnSqxh;Qs4bEJ4
zW0%cim(9v`$Jk}_*k!Z$d16mN+I>vQz0{qIvu(JC8oO*ByKMH<-`HhyyEJy$%wr+#
zq+0wsUmv?{PB)7<WbWTAf-%TxvczanzJk;|Oy{B;g^pb|>m>>wDc`ipFH;{MaE1bI
z1B0Ly2R~3A(8eyCIe>syT-DB_$1a=0IEE9?BE<snO?-l0*JK@1v!z4Wb&dy@<7#~D
zvYDMsnyE)$#H-@iWwY(+dF--z?6P@~m+7&~=AsU5Ri!`@SV_$KJH#s_T>6e(HjiC4
zW1}A6@tpSYQC*n!5e39iFtO_OayoX|99VJyevDl<4|Z287yP5Ts2#g(ZkKHHT4}*N
zC)DDUYY@)ZWpn;wHg?&}>L$PBE}Jt>4xiGetZ+HH%VxtV@w+Tqv(L_Db50?i(q(g+
z)A6}%PIEmTm(7ObF}iHFc^=(mbB5oMT{dU<A<)Y)xNIKG^r+M8`FGhYTJIB<+x)~(
z)=t+`+cGOUoO5UGx`2E;zli^hL9XLmYB#G5ICh?aYvoCQdwR~F5zS{u*<&b&(8yd0
z4WbT33z;g-m1c-&ZhB^NO4gsOC&Yv*<2-X_esOlDI=3i<QoT_eIS(qe@EcS}!5LB{
zLF@A=CGPLQc|bV_6t7RIq$LOVcGd+Qj$vvfO#8Uv)_8(-iC<{&G?R+jYFLe)>p(V!
zpZX%!9DNGtN+(DWPp#ixS=-oL(`+7pT=~SiA7L5v)`NJrvWw70d*OjMJvq5pM3CX>
z!ZL#V1_$036d7?h*bfm%ae8uk62R%{%LLtv3B22_9{79Fz6ESn5m*t7>j6T2H}|3h
zsI&i59aha-54YP0^BBaq3q?%KtJt{J?`yk$ycg8#rKr90d0t_z`dq+kds4ts<rm$p
zrtb3smK->IqQ3&ZoRP05;Z2kO$gQS9I717Y{(FC@4ya)2&yR-^l<`*54aA^|mTFgq
z+=oMnNka)a2|;!&b0IFS)ew$73=k_+O)$x8cN4cc2r7RNAX0nuIB3_pbr13ND88`=
z-}o3$h?%yFi0^(opa5*u0wRq22n1W%+eYwb4-p|H>Q@VC2(#_gx)e<tAI%DdyhfbR
z&Ou4H#cMRlFLTsqDoMA(FGCtARVX|`0C0-@6iG-3cLp#4n=hkG^<>}Enf%N@q#94<
z@9k$^`ll>_OrOzxuASxpJcuK#%sY81;vd&JpDKd1Wh&`#UtJlPQowTv&)3`u>d{WA
zQPsT8++SN>y|b1im^@Ah*`-}I_)Do3S7V)|8GI#M(g6g*-7U*E`82D-OFHFREtr{^
znwy-SpBx*a)fOigD)TUrTbdS$@!EE<FgG_hQ=6$QZ2MEy?O=LovFa~Q)uyUb+mmw@
z#0*)gRu_Zn^!(I(Wof%wtxe5M&sF@z%H&KiD+1&-z=PTO+RXO+%#`m3Q?oNO+lxyx
zu*;i&hK6X_wOz+FF$<#ipMQF4=8Hf7rz>xlPyO`6fByTQ{Ey&+pL}rPr+?n~wNLN9
zcm3b~t_-C7&*QKIdtP`vhqhI^(Z?k_gr%HbHedSf4VamvgZ-*odIb6<5oMzA5K*Zi
zE*K0Q(PtthN?h?~I9$03HVe6B2Qm-B!FF3!AJNMZSk^OZzgG+E!TS@1^{|2n&Pm4C
zH&?+#rxtGjiE`AZf{DU%x3e3yO(F8m23OnlYn3=Cb;kx~C4_Q@aotMPIyj7hS@P0=
zrZ;~BPg;FR`X0afQ1m~OO%!fLji3ejSGs?w;672f-rXtQ4=CvIGq*0&$AF2#Y7kf2
zAxye3dy-lo`dE;VKHd3%R5i)tVo)u96?S&HD2T`GeMS+G5sa8)i<^Y$Y{G15*2b7G
z&DjZyS&XSkI|UJ+ZLWy2Tv|*sSt`wz=Iw;}5^I#`f-S*nhU3|;_}hNHm@G=4e>R0M
z&eY*yy;|Hdfy-4hQ{C5|blQG#GwQZ00WT~`<Yu!fK>(FzHWDe(s`EcbbRH7imdMwh
zv?842ig$D@V_}KNxHy}Y)W9g+QD;D<L3=BflC6@~NJ0^}5s8<6_Ep|nQh`EeOViv?
zX1>yw%N)X&ViD_Dpb8gjH$qQO6ttpB8xtfB;a~m0+YNkffkedsXJ5*`9#z;J@rpNe
z*7Y;!F<Xf~G5(^wN*(UP8~bVBaCnD%fXU^QdYw8BZpZRMb-V>RTnNzoMnbi6UaB?@
z6}Gc4=ge!>;evPObIp6PT0e%;GT+pz)$#F6Uar18&T^(-uf8$H$1z@?|5q$?rllt$
z^~ZNdhkKhcmq>JRbdGo?_b{)@1rvq;qzIzZ!PJZ#j3v)e9*hPu5{7*~C7=G!Jh|MZ
z78m!cDE$JS%4*w7^E1JMgxKs0Fy#;yFYZSnF1lRjG@kF|Pk<L#BzOo6nAF66Ef54}
zXa@aB6%Wbc#S~jfGreR3<+;W#@~~H$kIVtX`*`IO^Efl-tyLfU?W(t2^1f&U9lArO
zzYj9W-qm1_z}I%5dsyc)i$ZkHXE1g0X_Dvt?YgwpSxP^H|8!rU!NY>SzdM6~6S`7o
z@YtZA8_uBm`s-=utn|uhaL~A?!9n-cX`~rk!{IbINMkw9dwc;|E<;w@?QT;I%Bo6b
z)%CjE>f^fukq10fcwm2}UncsELUOvi?8)2J(jtVnov`B9>jz%988&zQ?GUE`4~KG}
zbxAeR_F-r)^HT+#?!zWtGSvB=9x+hL{h$e@=XS%3ccX5->NTT|7d#2$j$8$wr$OKQ
zIzfZ7XMheH<)AP$Qv09rr<7;l`@_$;j3#?2tmS&rK%er9Fg1@6dNN@m@nkh@1<@oN
z_KSI5kPG{hCG0w(W>cVP0rRM+ZPtnsPJwv&DjhWH8tH6lKWvmL-MAAqbkZv;x0W|<
zuC3p_S!($0y=wGW-pS6(xzJ8F#U8&`j2-7a!}kh%qc$s{xB0KSKmN0YKdbzs*MIQe
zPOSX+h5zuszhC^r)&Kc#{{2_~>`zv{9j9Y3nW39}d0w6vj-wpo$ACjT2IwL19JZO>
zC{8Um?Pm%SunHu8?BM!JUkqoYi^9JBbiv|$p>97s(7OZp(50e5husHVDhg_mo-B}s
zevByi_FF_oRxOYrO$Yx6>bW8V&JlVGF@)NXbU9Q#M9MAf+V|cA<;TJ{ZoKJ2Pv3YC
zMApJ)p<+J}j3~|*;)7<?ibHj??s<n19}Csgr8q7s4@3KOq9+=LZidaprn(p|kZ~Ta
zY9G^$ILd)*=FdJ`q)TSpd8Ym@3k0{`eIU3X?*qYIdLIbx!*d}E7<Q$ZJ|Nt)_kqm!
zrNQlRADVuJTfk-gY@rbFt+~D^rU?*V0V9^N_*29y`jJRh^eYjn@T*szLSjagD)hOJ
z2BzvY$a46e+(ZvM4;2cvy1(Pm@fUQsk?Q*OE8bSSOFy+SruH&az$7P?zJml(tV2zu
z%g;^vD7CZ*Xx69>7xYLC^p$@@U-=_R-}a}D_64M>QCJOHL9>d9vkm7YbTvPtF6Ob=
z0Eezk$OT~31V-^I9NZ{1ta((OkEuGJF#k%cmBL%yT)wfU5#J}BvyZ{&^UoGaOA0%u
z;Kit3Wlq`RtA`3II)m*(a}qV6@=k$@s)bTl0nb7j1DZNGYeM%;Fa!_>jc}(Obz8A|
zmRQ8Ikf!MbC^?q%qE_<(!Zb9MCrgveei|1^R7Y+Osidl(=S6s7ZWl3P@uI96Z#8J+
zG)nscy$DfRbT*l$TZgp&VEN|Sqa1>4ZdBxj(sch!H#>f_>er#W$K2qeL1zl{-hM^Y
z&T70cZhqA9_L?|w(Ak<dBvKt5so0u{#<e@mJOmYf!CqgMM!sI|bCLJiQ!_}twH$%T
zu{^OHOa9AG-xB!`Dr-k#n0ZI}i%-ui@A+iqi0o3YCP!wKJeG|9Sd<;jW%HJkej_<<
zen%K*KUXgzaxe81FCs!Z%ELx-<hH&Ei@Y}rmoB*rxJJXL;Jr8vtxJmo!lCL*Yv)Yy
zYe==QhnOWw`ZFn0!eFBKwU%*URADTL&YILEt)}U|Zg?1(NO+{N1?y~ztKivr3FawP
zMpL4sj2Vns;bSmnov$VBbn$Ebit?2tAv;KXaR(lhJG%$YLrH(B`1K||x9mv5YsIgZ
z>-FgIa$`H(=|<g{M26Tk@HdKIZ$vp5&fgafz*w&1;v3$WAa$(!2T`|kA9f$E!FWsY
z$iZ>`Sh#$r50@>(SA&)Y1RKBZ8tf1Ia!lhpZwq&{&~m#SJ&s+IRA3gI==g&7D)73U
zNXbJYJh=w^I@9zZIIj!+%f+v+Lw>&Jcc`+lYXBFBG7WMnLIcqCun8f29q$uuzaF~=
z^a@j1K<8J44kKY@xfR~HaoaU%7>yf|PIX=t%#*;pch5DyPchcLd(K}M45X|)*!&`P
zO$xY!6Qwy<1q=PS0_hwF9-Qy1D|J7P?*!0Htj4avd57upv7BEOP8U<0I$z)|C3X$$
zlEpzmonIG9)Q|*QMPpJi+&3bV?%Wk@G$5tYK?)`BKuC^V14L&lqBPhs8uciL)_U4B
zuEtyg#k>J=Q1iR>P6Bu8k~4Z$jiTk|0k@QEK-{Y~&{-5Z6iR{8;=60WJOX<WoK2xO
z`QE@OheUtZfKvGi(D_p6&P%>G$h;<My9R>3qMFi?Lc^S;9x5$_y9Sb?(lDnXROckG
z^|01)O)@5rWJCbxzTk6DQ2v<QbWO$8GEm(U8MyO9p_UfKiDVN)7k6f`XmbrXX;BNo
z`5mFh*y7p){4n%gla3bC#Z?feEEI2p0)FgyMMZx1gG$t{-Ux#_hPgp{m&yB}Io}sv
zXvfuPxmmqkgDdjpT0IV21LK*JfjYk@l(eqk)?jbBz0+;LLMwI+NUbXt&^aM=SPNDo
zl-V^YycTep(-thO`m2c2#BZQh1q}wT`nfpH-w`e-Be%;YStDZ9#jXKy8Ev5RTSA9b
zV6D;W9IW6X!8NJ83Yc`~l3*hjPNgZe8dR{t8W87V1D(GnbZFlc2m=fq?HVYLyB@eR
zA=Fq2*Xa2dO&|L8FS|ZIYt&xY%Upx?9u0%Oc+Q4!qdGjH_6|EYqBb^U*ML+VETB^p
zI*fjyBUSep#&j6{2F#<s7r~hqdLTfB6xTLERj+omx5utQcvDrN7sdH|!UF{q9%hd-
zKwgEjVCQ0r_6BT8L#$+G1vfyZ&4Qg*gckiLz}wii{3cc1K)L^V;Lck@jaiJA4zTv~
zvWH%~jUA+2Lj$@7iDz*?H0O-)LL&(izph+S22I#a#;!p@b{kPXk~1TGuyT^$=gkA$
zu|HwsMHX#&<xBw1wBTbdv!7_!r0`tkH0PFJp^qVl>RQ}x&@K8sD9^eEf%`ZQ#rd}I
zKtu34539@{2Gxz=F>R`{Zn_5TTU5*bh>n-T4@$*Zeg@6r*Nf;}5Pq0Hs2R_ndp=@|
z#I6DH{IP+~yF!Qc*MQnVy;}`j1LO5K19g5Rlo(%tp)E1>>zMgL^<ETrTmxsxItRn~
zTsUBO1Kti;(}cD^7R?Qq=WZ{8^McS*37VA%*MnGtk{Mv&ssz0l&Vg`1$5W;^{6<(m
zu*R)H;c=Uf<opHUg8?e}Ls*Jk13<TIL}`%o1EInGy4+Gb4C=lbxdy_rg#~jy5h`>h
zPt$f6SIJm3NIW(`UN3sUyF$x+zwht+n{2rNQs*^+p`avlCZe8eKs<hIptCM?n6c}S
z1gbu7RVJBdYyxopQ1DTPbu4$#TiOVA)Lvm=Jl--;=To6XZ?8ka7bghn4J;8+^8mx#
zz`3_`Fr2?79I$_`L$deVYM_~PmUL1O=TC$JkacWvTNJPH9!!s11L3x`V9s}i3cL3m
zAG%pMChxi?m3MEG?yLwl>cvI_D-q2F2tj<y?HV}OD+j~5CmhgsfJf_4=C9+Z1u4vc
zxbJMBb6V(7hgDqnZ+5riE~E|Gw+)Q@A_H|!2_<A7V%mt>t=%wg+{bfUJ7lYM*WmC;
zsSlR(l5j%p?%;?K@}fok!iNcL90r5stXv%D3*mxM$QWPw2e)gkN#;?Q0G!_!e3~c_
z8d2s4*!kNr1XyHgz`XMGA~?5&o~HG^dN=;UoP-UCTigaZ@1^M=r6^&U2b2LRIt%FR
zW$C`cW9JH#FJsq$5;_BPwuO#>Jk4-%A*XKx<kcbzcK&jT_EzxZMm_R7hSmU?HVbyP
zgq9agv}^@dhUCrqHojv^=OJd0Shm=R^3j|?cyV9V>$pHj4-W&@eU(LUszOimuG@fI
z95(3k!KCx7PeGE4H?X{mb6DMPwYcmeS~<d!<%K*H=ZT=8<ryLJAz7~b+X1pRKyJM(
z*m)$hn3pLa)}PolFrJqgs52#$fF>}U22uRjHBhWH8&MD3`An!Ws_!Xte6?-It^x5V
zvw_ZUSaevI>p>m2Q2s&e8jz+-1D%sX2Ov#*qNA0R7C_ekxs9@5=eLCx>jr>y^5ESd
zxxp|Pyl&*;INuU37z26+-|X_VG7w(hEtqp&sL;w9lG-i}lv}w6?u0@O&H|M^%)q#J
zGf?N(gcAG8y{LYm?uJY%?<*$VIVafELcmsQbcGrhZ<lmTHW;df@^GBLlHwvqJ6ws$
zy%)F`4Ca!H<6ILi)YA|SYvGf-E$rZY5;j29(;2X{EVQT}xX0m_-3V$Ou1V+ln}Rrh
z)22`|DdZ}XE))WB3POSX<G$bAn^uB>N#^|{0XSzf_!|n}BpZAMaP9~`>VH4j#@0+%
zJNk5EfL#A9*!jCci}94qS#=e$8g*O)XZaup!}+mrz;cy^KVai+*P!r%osZ;{gb%e6
z-}Ug$Ws+5`4ZtZ1K1RC2H#?JSU_8<@Q0GOVM4toJg>5=Z#wMM6Fa>e`flvT)KdAdp
zXtAXmde=aBCR;FPPN=ZrX$VafFm?@yS1udq{B5B_o8J!*LjY$N8Uo1`l)>Oxk&EN}
zrf{M5iR!^}6RPyQH^#1ksrIp<&dWlHF|i5tE|vR3_^_gJ6}tw`V<HE``JQmVpzGCW
za1EGu)m{YWuL?cJ0>JIt{GQ^PWF89%z-bCTS{linuyQYg0v$vy*MPXCZJ^T<I=pPq
zK33_tCW&7*RH73J9+!vk=n~8|$+|oOaNZPrwEb3~lv4C-mTO?#_8F-2SSZo98JJ#~
z3<mdoE{^jzgbOAds;o6i?8B97kXS<MhvrNQFXV@t<Enl|Qj<zAG6sjG@jh72b>W1X
z1E(3+qISb<$p*?hTMyj1Db$#Qd{WxPT_+9`v1=ea2Q8TM4}}Wd&vR%SX9!;t8X&KY
zS+EmlY2_SEnHpe1n*uw3NoX;Qh%t{BlZauo5lOPs5nLow;_W8=>zZU9T?xSXQ1Ahu
zWWHCRTQCElg9GyykaJmRsP#aTY>)<`S}zTA-ViEGRHD+yVYz9DU4y`~Y95NSAUu$>
zj{m`36uSn(Ia@I2cZCXTw1#YUaSk`>;I<K^Ac;>ll$DNKm5{f=q^z#6<g(_WI9)-(
zSWh8rb|Fs4iP7NjSnq@7d?cK>)?p>8%7$zpy4ER}^G8C38S<bB0Rrl!G;%s<``9&5
zo*_MO=VPJ9SQjX6U#M4N*8q9EX2H%M<k0Ht!q_!Hi&ntSs?cIQJ`97$TC$8?1K{zP
z2JwBX<J{AqFJF%!b&;z&_7kI1PcD_<z`>x93a&@`eY9-o)Jsnm=O4|_7IB8E2gR!2
zejJLi%_}P&Z0TCiI&ISzsL8;NlK)QZR4V%Gg%lDgNQ&dV$zl=P4qVWDmXiTuZG72n
zlDEAgaMY`i=J#5PUp;K@vDT$9-5Sgk+M4yt#b)#f@@u#C2!18PW^58+4B32CmA9ft
z(3w(BBz4B`q%w}XEmq<7z^vE`#d_(5jk_B8)s;^_?cX?`eyY)4vCz`Z^WMOkX!5go
zE$`p*X9$|+`9g6`6P{iTpos1n_ku~m&*JvnTRngpe<(e8;#b!;HQhOa-fKssX)Jx6
z&|bV*kD#IN>EorhdR>!!o>u09+H1E}#=qqyQlp+KqoL_%G4&IVKjcXfrkc%KNiw>m
z_jhk#tuLmr(zU-;T=R-uEL%0Nhz&}1S#&@8Fl_GQ?z>uq%5EpxgMlQc!W@&974-wc
z%TC*G?aElYa0_p|Ft5a{!gU}1)s;;(*V~Mu^i9xD;ItFK;DC-zy~q={aB@1t?7OhO
z{_u`huUE1o07;trs~Tm$QG`<(dy1Z{kOH+vRJ@?noIyH)B#m;Gd8sL@lLjpf>+n>9
zOAA=E%C(#(N;S_*xa5UD6%8mKa*$}U*X{&ZMZ9SHw;`-#D|xoujoYLLTCST>WaFnt
z$O}a&%ZE0SneMn;#Nit{;jC)kTcfw{axuIZ&jFnd)nAk5%$C<MkEqPv%}_NvKFAQA
z|303tE-WlnCTsro%w%O|X?9`G4{CFh@YXjuKO0o%7b?LbJohbV{7b?NJ40m`PILDI
zv7dCs7vQToI074pG_5mnMfL2waC*>0p>Io}&nL4Oz66ZQn<?8vwfA^<*w7qLEE#pS
zbHbA>h%~qiRRRx-N;`zU7ryxMPW0GVPSZ_Dh|LNTs<(N7_iNd*O!4f^?j^OrXx<m^
zZ*7uY0FN3hLDk0^kgR8?3FR@a!8GK-KAfbr>HkMnUO&yZN3A6FQS|`I;lR;p_@%J<
zU!<x}!ov3h*-XEu&zLb8fzu-#mX^3fcWT&@wPV@at5THIEINsE#g4R?D}8kV5*2Mx
z-gVFty{<!w@T{P0-VrGw1-&Ft6p=Oqtcy`Ek2eIXrSJa`B&*@?NpVvA-WJSufL2Gz
zu(xY-j9#{%3UUW7rC}4l<3YCY@H&W+;D@wFdh({Sy0pcoXs-!1Dpu3S%G;aA>su^-
zpgUMMiaq*5eLy3=HfYs8uSrK2m0o_(Y(t+1gR~t&s?nJwL#^-tiwc%QddgFO3G5w$
zg-v8u3A{UD^X6BmR8(i_r3d-ELLRUwT?9sKns6^L!#mZ26O4m_h}oSt<_dmR;(NiD
zwevJ!>5h5v2T)|u<$M{i*vL-nJ*B^thQnO}EwepH=PT_f=9M1PAH$&s;VnIL9???r
zh}tT%tzGOv&^*pT{tdCxY&`JHhLLo{+kl$VljMt2E@mqPV(HLS6TX^8rh3%T`#PHx
z+FNNfdSQV*j+z!d)tZQMs&bMOHSWte@?$B>)Ry8CAXVd>Ra-dRSyy&-Qehe2zh*IC
zr@W()b|E&DLVEJ?5H62y1NNmqQgwJYg-uO|2VHXC1ozp=x|6ixYbk76U`dG26Q0he
z@KAhN+*A2}kiv-Z_DSW#?(FS{z84=fwj(p{QbcDoQ6yvX^xe(X^r_}`jUbboynrX8
zY=F!ogivL!dQejKu$qLvtnWz!T+kUXUJNZ1-RQ13+nwm5zp|p()kBI$<x+_SALgZV
zI8Q?rGE8QG6d19FM>SIvId6(~_X%w6nhAXcSnIg!#O#OAzj$wX>z4j;;z#K!kT@K6
z8)Yg|+-=vW3|A}!vi9vsMdmm?Fs@OoK%bZIEN`tZUw?F;6zTmE4yy_W@@tvwbGH#n
zpiDn-7p<8N0AclO$K`qul~-Zug@@B>T=suRX1I^k0r-*MsLszmqT>sU->hP{qM*}0
z=qY#WAZYHFTlMY^)}Au|D(;8v4peRk5buVK*yh6o{nEJstQusSuNgimw$w>Y6$T0A
zeZO6%PYsC6dh=5lBrB8orfwi5Q<YcR2Q4Th2XPq<F7ou1<O^p^q%nU}|58TnZnKP4
zk~*UvlrTHHZE}QPQT(caRf8v`m?gLJHm)b=-caR`D#Z~wahZ<DgDb!XJ?Qo)<Lc|F
zDfI*UHrb|9`_zM^VI+Ag__~Y+H0`7+C-y*{X3)9vd*xC!qHkqd;_ZP@ftV7hjFNF#
zGA&fLMvY3wa)}`Zh4&^R&rFwLmJk%R%p|LxBQx}^^qe!Ziw@*^PRkPT-85p}>`l>F
zOxa43Dv&}r1^&g>p6uQ7bG)vM*A=WJJXOqm8LulpkL$|d>m0or&=R2U{q$-h%hF7G
pwNc9w{*^1kG&!v#*2x~6gp2udDJMLIdac;?{r@U?3t2Aq{|6mtr%wO?

literal 0
HcmV?d00001

diff --git a/dist-newstyle/cache/plan.json b/dist-newstyle/cache/plan.json
new file mode 100644
index 0000000..33863c4
--- /dev/null
+++ b/dist-newstyle/cache/plan.json
@@ -0,0 +1 @@
+{"cabal-version":"3.12.1.0","cabal-lib-version":"3.12.1.0","compiler-id":"ghc-9.10.1","os":"osx","arch":"x86_64","install-plan":[{"type":"configured","id":"QckChck-2.15.0.1-600cb831","pkg-name":"QuickCheck","pkg-version":"2.15.0.1","flags":{"old-random":false,"templatehaskell":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0cfd337bb9e6fbf09255bd24bb498a156f1d9bcd465396ac8657b25034b9ee31","pkg-src-sha256":"a3b2216ddbaf481dbc82414b6120f8b726d969db3f0b51f20a7a45425ef36e7f","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","deepseq-1.5.0.0-748c","rndm-1.3.1-0ab25a30","spltmx-0.1.3.1-83c966da","template-haskell-2.22.0.0-4ff0","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"array-0.5.7.0-2002","pkg-name":"array","pkg-version":"0.5.7.0","depends":["base-4.20.0.0-8a80"]},{"type":"pre-existing","id":"base-4.20.0.0-8a80","pkg-name":"base","pkg-version":"4.20.0.0","depends":["ghc-internal-9.1001.0-e204","ghc-prim-0.11.0-2e13"]},{"type":"pre-existing","id":"binary-0.8.9.2-0dec","pkg-name":"binary","pkg-version":"0.8.9.2","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","containers-0.7-ed0d"]},{"type":"configured","id":"bnry-rphns-1.0.5-a7543e3b","pkg-name":"binary-orphans","pkg-version":"1.0.5","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"1217df567aae672d09979480c362d27559d226081b9b9bc4107d4af008da1f5f","pkg-src-sha256":"39fbae9e8c2a5193c07afeea34173e5022f82885d6cbb32062b5f1645c44408d","depends":["base-4.20.0.0-8a80","binary-0.8.9.2-0dec"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"bs16-bytstrng-1.0.2.0-af45b779","pkg-name":"base16-bytestring","pkg-version":"1.0.2.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"a694e88f9ec9fc79f0b03f233d3fea592b68f70a34aac2ddb5bcaecb6562e2fd","pkg-src-sha256":"1d5a91143ef0e22157536093ec8e59d226a68220ec89378d5dcaeea86472c784","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"bytestring-0.12.1.0-d0da","pkg-name":"bytestring","pkg-version":"0.12.1.0","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0"]},{"type":"configured","id":"byts-0.17.4-6bed59cf","pkg-name":"bytes","pkg-version":"0.17.4","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"27b117394065d8b8bd845c54dc0128f88f4b0c1a1242699f7603a80963ba1f4a","pkg-src-sha256":"8ca99a2449ae1233440930c8393eda065108a8725025bf079c61c6f3a4e5a393","depends":["base-4.20.0.0-8a80","binary-0.8.9.2-0dec","bnry-rphns-1.0.5-a7543e3b","bytestring-0.12.1.0-d0da","crl-0.5.8.3-904568bf","containers-0.7-ed0d","hshbl-1.5.0.0-24b9df1a","scntfc-0.3.8.0-c99b9a9d","text-2.1.1-e1e4","time-1.12.2-d1da","transformers-0.6.1.1-1df5","trnsfrmrs-cmpt-0.7.2-4d650876","nrdrd-cntnrs-0.2.20-75d7c1b8","vd-0.7.3-fb963e7f"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"clr-2.3.6-3c913e2f","pkg-name":"colour","pkg-version":"2.3.6","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"ebdcbf15023958838a527e381ab3c3b1e99ed12d1b25efeb7feaa4ad8c37664a","pkg-src-sha256":"2cd35dcd6944a5abc9f108a5eb5ee564b6b1fa98a9ec79cefcc20b588991f871","depends":["base-4.20.0.0-8a80"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"containers-0.7-ed0d","pkg-name":"containers","pkg-version":"0.7","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","template-haskell-2.22.0.0-4ff0"]},{"type":"configured","id":"crl-0.5.8.3-904568bf","pkg-name":"cereal","pkg-version":"0.5.8.3","flags":{"bytestring-builder":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"87a227c7b510217ea059db3dd59d9665edd8f0d1d3d8de39458e371a1d9402fb","pkg-src-sha256":"99905220661b26e5bd91130bd9772554938608a5b1d717240a6eb331121e0f6a","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","ghc-prim-0.11.0-2e13"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"crl-txt-0.1.0.2-121d5a30","pkg-name":"cereal-text","pkg-version":"0.1.0.2","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"dc10e00d9e5047d16a129682aac42c95da188d22e9f85856add051b9ace539c3","pkg-src-sha256":"3c7a15f4681fa53b66dcd5165f31f56ff9751a752ac5123ecc5bcf5c3ea0354c","depends":["base-4.20.0.0-8a80","crl-0.5.8.3-904568bf","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"crypthsh-sh512-0.11.102.0-629f338c","pkg-name":"cryptohash-sha512","pkg-version":"0.11.102.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0d06f9b272fbc1cbb542a4506c96b0ab278f6c33f0c567f66f5900224b9db6db","pkg-src-sha256":"bfa421a0de9f5af9903d41948431b207b019a6aece4047f0721919eb1fc7882c","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"deepseq-1.5.0.0-748c","pkg-name":"deepseq","pkg-version":"1.5.0.0","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13"]},{"type":"pre-existing","id":"directory-1.3.8.3-3d5a","pkg-name":"directory","pkg-version":"1.3.8.3","depends":["base-4.20.0.0-8a80","filepath-1.5.2.0-7209","os-string-2.0.2-e95e","time-1.12.2-d1da","unix-2.8.5.1-9045"]},{"type":"pre-existing","id":"exceptions-0.10.7-3de0","pkg-name":"exceptions","pkg-version":"0.10.7","depends":["base-4.20.0.0-8a80","mtl-2.3.1-6c8e","stm-2.5.3.1-4c4f","template-haskell-2.22.0.0-4ff0","transformers-0.6.1.1-1df5"]},{"type":"pre-existing","id":"filepath-1.5.2.0-7209","pkg-name":"filepath","pkg-version":"1.5.2.0","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","deepseq-1.5.0.0-748c","exceptions-0.10.7-3de0","os-string-2.0.2-e95e","template-haskell-2.22.0.0-4ff0"]},{"type":"pre-existing","id":"ghc-bignum-1.3-5e05","pkg-name":"ghc-bignum","pkg-version":"1.3","depends":["ghc-prim-0.11.0-2e13"]},{"type":"pre-existing","id":"ghc-boot-th-9.10.1-d3c3","pkg-name":"ghc-boot-th","pkg-version":"9.10.1","depends":["base-4.20.0.0-8a80"]},{"type":"pre-existing","id":"ghc-internal-9.1001.0-e204","pkg-name":"ghc-internal","pkg-version":"9.1001.0","depends":["ghc-bignum-1.3-5e05","ghc-prim-0.11.0-2e13","rts-1.0.2"]},{"type":"pre-existing","id":"ghc-prim-0.11.0-2e13","pkg-name":"ghc-prim","pkg-version":"0.11.0","depends":["rts-1.0.2"]},{"type":"configured","id":"gnrc-drvng-1.14.6-7ad67f8f","pkg-name":"generic-deriving","pkg-version":"1.14.6","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"f47c071d90370e0eee27dad6139964bed29b2d896b404b3a9516138f0d92ac55","pkg-src-sha256":"f195c17f1a32a3c9a2bf8762b8f9a9b5f6271f9e6075c887aa3609364356b2af","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0","th-bstrctn-0.7.1.0-d63953d7"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"grstt-0.11.0.0-5bfa7d6b","pkg-name":"grisette","pkg-version":"0.11.0.0","flags":{"optimize":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"9daeea607f2ddaea81c0245c0919c2768d59fdb70bff497ace3e3e701af53170","pkg-src-sha256":"7e48504f4ba4bdfe04bc451df7c9bf76eb09f0853ac460f0a80e91836fc381b9","depends":["QckChck-2.15.0.1-600cb831","array-0.5.7.0-2002","sync-2.2.5-233aee3d","tmc-prmps-0.8.8-48b89e4a","base-4.20.0.0-8a80","binary-0.8.9.2-0dec","byts-0.17.4-6bed59cf","bytestring-0.12.1.0-d0da","crl-0.5.8.3-904568bf","crl-txt-0.1.0.2-121d5a30","containers-0.7-ed0d","deepseq-1.5.0.0-748c","gnrc-drvng-1.14.6-7ad67f8f","hshbl-1.5.0.0-24b9df1a","lbBF-0.6.8-6c7a3a38","lch-th-0.2.2-4096b836","mtl-2.3.1-6c8e","prlll-3.2.2.0-b0e6c067","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","stm-2.5.3.1-4c4f","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4","th-bstrctn-0.7.1.0-d63953d7","th-cmpt-0.1.6-f9185edd","th-lft-nstncs-0.1.20-aa43253e","transformers-0.6.1.1-1df5","nrdrd-cntnrs-0.2.20-75d7c1b8","vctr-0.13.2.0-36843d58"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"hsc2hs-0.68.10-3ee2f99e","pkg-name":"hsc2hs","pkg-version":"0.68.10","flags":{"in-ghc-tree":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"725ef6da03d3d6e332db4de0a35bee45d72e4d31decc5ec7f153e6837af5f03e","pkg-src-sha256":"6f4e34d788fe2ca7091ee0a10307ee8a7c060a1ba890f2bffad16a7d4d5cef76","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","directory-1.3.8.3-3d5a","filepath-1.5.2.0-7209","process-1.6.19.0-96ab"],"exe-depends":[],"component-name":"exe:hsc2hs","bin-file":"/Users/leo/.cabal/store/ghc-9.10.1-2e29/hsc2hs-0.68.10-3ee2f99e/bin/hsc2hs"},{"type":"configured","id":"hshbl-1.5.0.0-24b9df1a","pkg-name":"hashable","pkg-version":"1.5.0.0","flags":{"arch-native":false,"random-initial-seed":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"2f23146cbe0325029927b221647695a4c7d6e97548ff731110979e34361f58ef","pkg-src-sha256":"e58b3a8e18da5f6cd7e937e5fd683e500bb1f8276b3768269759119ca0cddb6a","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","deepseq-1.5.0.0-748c","filepath-1.5.2.0-7209","ghc-bignum-1.3-5e05","ghc-prim-0.11.0-2e13","os-string-2.0.2-e95e","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"lbBF-0.6.8-6c7a3a38","pkg-name":"libBF","pkg-version":"0.6.8","flags":{"system-libbf":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"076f8dc0d33299c40afa2d0bfe51e93420c9c3e326ebfcac4f0e856152aa4f87","pkg-src-sha256":"d98021132f28e674958a7c41250831c2375ae70c839d943c7b1d745c68d28e0a","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","hshbl-1.5.0.0-24b9df1a"],"exe-depends":["hsc2hs-0.68.10-3ee2f99e"],"component-name":"lib"},{"type":"configured","id":"lch-th-0.2.2-4096b836","pkg-name":"loch-th","pkg-version":"0.2.2","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"262a1f2190decd5e24c9368008a6fc87d83515f5f3a8488e384bd8acc0a5529c","pkg-src-sha256":"cc059372b12a79375a0f268db7dc5a2973307a200440d4112e665b9a3d9b6dc3","components":{"lib":{"depends":["base-4.20.0.0-8a80","pretty-1.1.3.6-b893","template-haskell-2.22.0.0-4ff0"],"exe-depends":[]}}},{"type":"pre-existing","id":"mtl-2.3.1-6c8e","pkg-name":"mtl","pkg-version":"2.3.1","depends":["base-4.20.0.0-8a80","transformers-0.6.1.1-1df5"]},{"type":"configured","id":"nplt-1.6.13-8a41aefb","pkg-name":"uniplate","pkg-version":"1.6.13","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"c8b715570d0b4baa72512e677552dd3f98372a64bf9de000e779bd4162fd7be7","pkg-src-sha256":"e777c94628445556a71f135a42cf72d2cfbaccba5849cc42fbfec8b2182e3ad2","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","ghc-prim-0.11.0-2e13","hshbl-1.5.0.0-24b9df1a","syb-0.7.2.4-ab2b3439","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"nrdrd-cntnrs-0.2.20-75d7c1b8","pkg-name":"unordered-containers","pkg-version":"0.2.20","flags":{"debug":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"233cbcdda6c2698932bb391ce0935fb44f80c115621ee815a21ed33ac8ede422","pkg-src-sha256":"d9cfb287cf00592d39dc9c3cac8b99627ea08f2c01798e70130fc39f7c90f11d","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","hshbl-1.5.0.0-24b9df1a","template-haskell-2.22.0.0-4ff0"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"ns-trmnl-1.1.2-13be3cb7","pkg-name":"ansi-terminal","pkg-version":"1.1.2","flags":{"example":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"8e669f090aa3b9a62ef78f687dda12a19231ee163d2084522464036980a322ea","pkg-src-sha256":"a8d04a3e0451e22a6499a92311f0df1196dc65b687df7d10e3f30d92420156b0","depends":["ns-trmnl-typs-1.1-31b4aff9","base-4.20.0.0-8a80","clr-2.3.6-3c913e2f"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"ns-trmnl-typs-1.1-31b4aff9","pkg-name":"ansi-terminal-types","pkg-version":"1.1","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"135f6a381afa19d53d0a3fe40b6dd47e6666c538b09e4300fbb1438759df3248","pkg-src-sha256":"f2e5333eb78da5f4dd330fca0c81a59276cc150c625647cd20f57b7f297a5d25","depends":["base-4.20.0.0-8a80","clr-2.3.6-3c913e2f"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"ntgr-lgrthms-1.0.4-6ce90ba7","pkg-name":"integer-logarithms","pkg-version":"1.0.4","flags":{"check-bounds":false,"integer-gmp":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"caa8eaf9e69fe19f0d356b3f3185df628131407413c182b314ac5dfe2217e4d1","pkg-src-sha256":"6a93c76c2518cbe2d72ab17da6ae46d8cae93cbfb7c5a5ad5783f903c1448f45","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","ghc-bignum-1.3-5e05","ghc-prim-0.11.0-2e13"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"os-string-2.0.2-e95e","pkg-name":"os-string","pkg-version":"2.0.2","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","deepseq-1.5.0.0-748c","exceptions-0.10.7-3de0","template-haskell-2.22.0.0-4ff0"]},{"type":"pre-existing","id":"pretty-1.1.3.6-b893","pkg-name":"pretty","pkg-version":"1.1.3.6","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","ghc-prim-0.11.0-2e13"]},{"type":"configured","id":"prlll-3.2.2.0-b0e6c067","pkg-name":"parallel","pkg-version":"3.2.2.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"9d7b34ac537940f67732eca31d48a43bd78fb65a91baebddf63bee4fc3813d81","pkg-src-sha256":"170453a71a2a8b31cca63125533f7771d7debeb639700bdabdd779c34d8a6ef6","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","containers-0.7-ed0d","deepseq-1.5.0.0-748c","ghc-prim-0.11.0-2e13"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"prmtv-0.9.1.0-1d9d3df0","pkg-name":"primitive","pkg-version":"0.9.1.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"dfdd6572944c11e69208237dd32a2eb9d975b4f4e9064a7b8dc952cb0e256846","pkg-src-sha256":"44b4de41813c7bc5db8a57f87c3612a069b65086946268ba165097252ebd3d76","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","template-haskell-2.22.0.0-4ff0","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"process-1.6.19.0-96ab","pkg-name":"process","pkg-version":"1.6.19.0","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","directory-1.3.8.3-3d5a","filepath-1.5.2.0-7209","unix-2.8.5.1-9045"]},{"type":"configured","id":"prttyprntr-1.7.1-4c7a96e6","pkg-name":"prettyprinter","pkg-version":"1.7.1","flags":{"buildreadme":false,"text":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"9c43c9d8c3cd9f445596e5a2379574bba87f935a4d1fa41b5407ee3cf4edc743","pkg-src-sha256":"5e6ea6903114fa118fcc359633dfb7ecddecb92c06c853d02a77b72b251f0b45","depends":["base-4.20.0.0-8a80","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"prttyprntr-ns-trmnl-1.1.3-879d7653","pkg-name":"prettyprinter-ansi-terminal","pkg-version":"1.1.3","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b00f727b964cf13adff7acf575a71fa7e405f5240aff50b07f10df76ab89f8d3","pkg-src-sha256":"813739308ad6050620578994effe21058a170a341716acf52573fae42b5b1db3","depends":["ns-trmnl-1.1.2-13be3cb7","base-4.20.0.0-8a80","prttyprntr-1.7.1-4c7a96e6","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"ptprs-pplctv-0.19.0.0-298cfd6c","pkg-name":"optparse-applicative","pkg-version":"0.19.0.0","flags":{"process":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0b47b3ff7eb4a855b5f7d401690365fc62a32057374927ce0d478b620996222d","pkg-src-sha256":"cf16aeefd821730c7738447fa7c6b7ada7ca1c9cc25400d64ef283294d345871","depends":["base-4.20.0.0-8a80","prttyprntr-1.7.1-4c7a96e6","prttyprntr-ns-trmnl-1.1.3-879d7653","process-1.6.19.0-96ab","text-2.1.1-e1e4","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"rdrd-cntnrs-0.2.4-2e06bc38","pkg-name":"ordered-containers","pkg-version":"0.2.4","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b232b6fbaad48611ffacf0bb606fbf63367014bbb7c59ff942138524347bbe22","pkg-src-sha256":"3da1673e24e12902c2879ee08b73e6978f6bfa70693b13995ebf48bfb7aee546","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","hshbl-1.5.0.0-24b9df1a"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"rndm-1.3.1-0ab25a30","pkg-name":"random","pkg-version":"1.3.1","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0b4f649c3e78713b2ccad1535251ee34b148237fb2229d7058c2b1d9ccc324b8","pkg-src-sha256":"d840ac83f265b0cfa2a678f8ec78627eb50cf9be2f067c52c8a4239c29b71a35","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","deepseq-1.5.0.0-748c","mtl-2.3.1-6c8e","spltmx-0.1.3.1-83c966da","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"rts-1.0.2","pkg-name":"rts","pkg-version":"1.0.2","depends":[]},{"type":"configured","id":"sbv-11.7-ebc47741","pkg-name":"sbv","pkg-version":"11.7","flags":{"doctest_is_running":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b615f6236dd0118f429c83076734630cd18ad68cc96711a46957faa086963f79","pkg-src-sha256":"fa7b847fea55c661a2f27ade2ae4b57da7a476c52a180f2ec4553a4e98f401db","depends":["QckChck-2.15.0.1-600cb831","array-0.5.7.0-2002","sync-2.2.5-233aee3d","base-4.20.0.0-8a80","bs16-bytstrng-1.0.2.0-af45b779","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","crypthsh-sh512-0.11.102.0-629f338c","deepseq-1.5.0.0-748c","directory-1.3.8.3-3d5a","filepath-1.5.2.0-7209","lbBF-0.6.8-6c7a3a38","mtl-2.3.1-6c8e","pretty-1.1.3.6-b893","process-1.6.19.0-96ab","rndm-1.3.1-0ab25a30","syb-0.7.2.4-ab2b3439","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4","time-1.12.2-d1da","transformers-0.6.1.1-1df5","tr-vw-0.5.1-54059191","nplt-1.6.13-8a41aefb"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"scntfc-0.3.8.0-c99b9a9d","pkg-name":"scientific","pkg-version":"0.3.8.0","flags":{"integer-simple":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"ba83a6701dd0110138443757aca4a42786afa94272b73045ef878fd860d1732e","pkg-src-sha256":"13b343bca8aa26d7718e52e622e5a118056653edafcbc7ccc5333be7217218cf","depends":["base-4.20.0.0-8a80","binary-0.8.9.2-0dec","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","deepseq-1.5.0.0-748c","hshbl-1.5.0.0-24b9df1a","ntgr-lgrthms-1.0.4-6ce90ba7","prmtv-0.9.1.0-1d9d3df0","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"spltmx-0.1.3.1-83c966da","pkg-name":"splitmix","pkg-version":"0.1.3.1","flags":{"optimised-mixer":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"d0002f3fb16a2cc5ba8afd47a6657726386edccfe8853d310e3479fe3b45201b","pkg-src-sha256":"b6bcd0d79bd4fe40975c8ebe803be2f3bfbf6006069a59745a325a0df3f86270","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"stm-2.5.3.1-4c4f","pkg-name":"stm","pkg-version":"2.5.3.1","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80"]},{"type":"configured","id":"syb-0.7.2.4-ab2b3439","pkg-name":"syb","pkg-version":"0.7.2.4","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"936d5a92084ad9d88c5a9dd2e622deab57ce48ce85be93e6273b3f8eb64c12ca","pkg-src-sha256":"ec7c1e8822d62ab910386361cdcee40a22a26cd344c34741fadd982302291e60","depends":["base-4.20.0.0-8a80"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"sync-2.2.5-233aee3d","pkg-name":"async","pkg-version":"2.2.5","flags":{"bench":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b7648c6165729a973d95cb328f9fd874813a81c727707e8b2552b4f03399763b","pkg-src-sha256":"1818473ebab9212afad2ed76297aefde5fae8b5d4404daf36939aece6a8f16f7","depends":["base-4.20.0.0-8a80","hshbl-1.5.0.0-24b9df1a","stm-2.5.3.1-4c4f"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"template-haskell-2.22.0.0-4ff0","pkg-name":"template-haskell","pkg-version":"2.22.0.0","depends":["base-4.20.0.0-8a80","ghc-boot-th-9.10.1-d3c3","ghc-prim-0.11.0-2e13","pretty-1.1.3.6-b893"]},{"type":"configured","id":"tensor-right-0.1.0.0-inplace","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-debug","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-debug","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-debug/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-debug","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-debug/build/rules-debug/rules-debug"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-add","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-add","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-add/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-add","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-add/build/rules-xla-add/rules-xla-add"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-broadcast","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-broadcast","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-broadcast/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-broadcast","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-broadcast/build/rules-xla-broadcast/rules-xla-broadcast"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-clamp","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-clamp","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-clamp/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-clamp","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-clamp/build/rules-xla-clamp/rules-xla-clamp"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-compare","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-compare","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-compare/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-compare","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-compare/build/rules-xla-compare/rules-xla-compare"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-concat","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-concat","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-concat/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-concat","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-concat/build/rules-xla-concat/rules-xla-concat"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-conv","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-conv","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-conv/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-conv","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-conv/build/rules-xla-conv/rules-xla-conv"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-divmod","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-divmod","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-divmod/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-divmod","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-divmod/build/rules-xla-divmod/rules-xla-divmod"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-dot","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dot","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dot/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-dot","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dot/build/rules-xla-dot/rules-xla-dot"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-dyslice","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyslice","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyslice/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-dyslice","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyslice/build/rules-xla-dyslice/rules-xla-dyslice"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-dyupslice","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyupslice","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyupslice/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-dyupslice","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyupslice/build/rules-xla-dyupslice/rules-xla-dyupslice"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-generalize","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-generalize","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-generalize/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-generalize","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-generalize/build/rules-xla-generalize/rules-xla-generalize"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-iota","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-iota","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-iota/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-iota","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-iota/build/rules-xla-iota/rules-xla-iota"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-logical","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-logical","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-logical/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-logical","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-logical/build/rules-xla-logical/rules-xla-logical"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-max","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-max","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-max/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-max","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-max/build/rules-xla-max/rules-xla-max"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-mul","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-mul","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-mul/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-mul","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-mul/build/rules-xla-mul/rules-xla-mul"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-not","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-not","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-not/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-not","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-not/build/rules-xla-not/rules-xla-not"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-pad","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-pad","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-pad/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-pad","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-pad/build/rules-xla-pad/rules-xla-pad"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-reduce","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reduce","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reduce/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-reduce","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reduce/build/rules-xla-reduce/rules-xla-reduce"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-relabel","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-relabel","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-relabel/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-relabel","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-relabel/build/rules-xla-relabel/rules-xla-relabel"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-reverse","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reverse","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reverse/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-reverse","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reverse/build/rules-xla-reverse/rules-xla-reverse"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-select","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-select","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-select/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-select","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-select/build/rules-xla-select/rules-xla-select"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-slice","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-slice","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-slice/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-slice","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-slice/build/rules-xla-slice/rules-xla-slice"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-sub","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-sub","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-sub/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-sub","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-sub/build/rules-xla-sub/rules-xla-sub"},{"type":"pre-existing","id":"text-2.1.1-e1e4","pkg-name":"text","pkg-version":"2.1.1","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","binary-0.8.9.2-0dec","bytestring-0.12.1.0-d0da","deepseq-1.5.0.0-748c","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0"]},{"type":"configured","id":"tggd-0.8.9-881c8291","pkg-name":"tagged","pkg-version":"0.8.9","flags":{"deepseq":true,"transformers":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"6aad7d2fd594bd51834450d97850b9959305951993ea739fa2bbc18b55d8767d","pkg-src-sha256":"6daad88ebb414ba6a556d2898d2cbe7650e4276010e3a6eed939daf54b956784","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","template-haskell-2.22.0.0-4ff0","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"th-bstrctn-0.7.1.0-d63953d7","pkg-name":"th-abstraction","pkg-version":"0.7.1.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"3011403d85b0070630e33d66b9370535ccd1e0e672ae58f847550b2b15bb4fd8","pkg-src-sha256":"f9b6184aba4c6b61dd0d96f7dad41a4c9db0a01d3cdbf993a7d860488f1c04c5","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"th-cmpt-0.1.6-f9185edd","pkg-name":"th-compat","pkg-version":"0.1.6","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"e83d97946f84fe492762ceb3b4753b4770c78b0b70e594078700baa91a5106c2","pkg-src-sha256":"b781a0c059872bc95406d00e98f6fa7d9e81e744730f75186583cb4dcea0a4eb","depends":["base-4.20.0.0-8a80","template-haskell-2.22.0.0-4ff0"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"th-lft-0.8.6-15a50e32","pkg-name":"th-lift","pkg-version":"0.8.6","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0d1298f0604415e801ee1bc9095d8c26246d911d8d78e86d61b10a2588fab727","pkg-src-sha256":"04309ad70ef80ed054ebda5b7d34a66642017604019f9e44ad321eec04a1ef1f","depends":["base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0","th-bstrctn-0.7.1.0-d63953d7"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"th-lft-nstncs-0.1.20-aa43253e","pkg-name":"th-lift-instances","pkg-version":"0.1.20","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"c7886eb39760825b8861c68e48b2b5efb5eff8d2cb76201fdd0fb04bcbeff78e","pkg-src-sha256":"f533c3f95addcca461a0ccd1aafef75dd801bfa6599c0d1184d54bfffb61d870","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4","th-lft-0.8.6-15a50e32","transformers-0.6.1.1-1df5","vctr-0.13.2.0-36843d58"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"time-1.12.2-d1da","pkg-name":"time","pkg-version":"1.12.2","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c"]},{"type":"configured","id":"tmc-prmps-0.8.8-48b89e4a","pkg-name":"atomic-primops","pkg-version":"0.8.8","flags":{"debug":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b1c7845aaf0b9b5df44d1f25222b50c54c9e7c9a32ad5ccd00580a282bfed014","pkg-src-sha256":"c040ce4109258776100dd8942d6e746e4c26f918398fb3804e78dbe5bd73e7ea","depends":["base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13","prmtv-0.9.1.0-1d9d3df0"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"tr-vw-0.5.1-54059191","pkg-name":"tree-view","pkg-version":"0.5.1","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"a32b16fdbe24ad21cb6679c2a925bcc7715ae5c5db0ae6b633e35e28e2fefd98","pkg-src-sha256":"4f58284da25f6347f971ff7f4fbcfdc51acb8ffc6b3bf73939f60e1471a843f9","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","mtl-2.3.1-6c8e"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"transformers-0.6.1.1-1df5","pkg-name":"transformers","pkg-version":"0.6.1.1","depends":["base-4.20.0.0-8a80"]},{"type":"configured","id":"trnsfrmrs-cmpt-0.7.2-4d650876","pkg-name":"transformers-compat","pkg-version":"0.7.2","flags":{"five":false,"five-three":true,"four":false,"generic-deriving":true,"mtl":true,"three":false,"two":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"044fb9955f63ee138fcebedfdcbe54afe741f2d5892a2d0bdf3a8052bd342643","pkg-src-sha256":"b62c7304c9f3cbc9463d0739aa85cb9489f217ea092b9d625d417514fbcc9d6a","depends":["base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"tsty-1.5.3-0ab52301","pkg-name":"tasty","pkg-version":"1.5.3","flags":{"unix":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"6b5dda3f16db1274a0b3e6c4073ac57172a1e96b1dca05666c5cbd1183639412","pkg-src-sha256":"54a0c7b644813af871a3726ac8771b5e17b5158c792a7acf8f9e2d3ae9360780","depends":["ns-trmnl-1.1.2-13be3cb7","base-4.20.0.0-8a80","containers-0.7-ed0d","ptprs-pplctv-0.19.0.0-298cfd6c","stm-2.5.3.1-4c4f","tggd-0.8.9-881c8291","transformers-0.6.1.1-1df5","unix-2.8.5.1-9045"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"unix-2.8.5.1-9045","pkg-name":"unix","pkg-version":"2.8.5.1","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","filepath-1.5.2.0-7209","os-string-2.0.2-e95e","time-1.12.2-d1da"]},{"type":"configured","id":"vctr-0.13.2.0-36843d58","pkg-name":"vector","pkg-version":"0.13.2.0","flags":{"boundschecks":true,"internalchecks":false,"unsafechecks":false,"wall":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b736a57b73520d2acf4865e3e2b40030d69782f35f870e376dc717ee2508d81f","pkg-src-sha256":"28f203c786cbf8ac6dc3fea3378ec36f34173d505fb4a1dd60fc8418ad91c423","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","prmtv-0.9.1.0-1d9d3df0","vctr-strm-0.1.0.1-f96412de"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"vctr-0.13.2.0-f9f4a3bf","pkg-name":"vector","pkg-version":"0.13.2.0","flags":{"boundschecks":true,"internalchecks":false,"unsafechecks":false,"wall":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b736a57b73520d2acf4865e3e2b40030d69782f35f870e376dc717ee2508d81f","pkg-src-sha256":"28f203c786cbf8ac6dc3fea3378ec36f34173d505fb4a1dd60fc8418ad91c423","depends":["base-4.20.0.0-8a80","rndm-1.3.1-0ab25a30","tsty-1.5.3-0ab52301","vctr-0.13.2.0-36843d58"],"exe-depends":[],"component-name":"lib:benchmarks-O2"},{"type":"configured","id":"vctr-strm-0.1.0.1-f96412de","pkg-name":"vector-stream","pkg-version":"0.1.0.1","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"5ac96695212a45ae7dc16d8031dbf5311da53e052c35f7ad4a8e2db7fafb651e","pkg-src-sha256":"d0f507334bdea5431a2f07f525a97f29e76522c32210f5de6d5a2b4f1d42bf7c","depends":["base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"vd-0.7.3-fb963e7f","pkg-name":"void","pkg-version":"0.7.3","flags":{"safe":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"13d30f62fcdf065e595d679d4ac8b4b0c1bb1a1b73db7b5b5a8f857cb5c8a546","pkg-src-sha256":"53af758ddc37dc63981671e503438d02c6f64a2d8744e9bec557a894431f7317","depends":["base-4.20.0.0-8a80"],"exe-depends":[],"component-name":"lib"}]}
\ No newline at end of file
diff --git a/dist-newstyle/cache/solver-plan b/dist-newstyle/cache/solver-plan
new file mode 100644
index 0000000000000000000000000000000000000000..35be435617af9e54670e0d4b05e7c9332b815779
GIT binary patch
literal 751746
zcmeFaU633{k|vf#fcPnp1W17Y<S+*_9FQ|zzx`WW3>S?*qG#~agKiMq8Sde-GPAmK
zy1KHavI;<Rc5m-)b*qzh?@qUOrdR1rCex$L)?~7K(T|xVlkD`ShdndB=;`!yuaX{4
zpGSm8M&wVSy8+B#hSf7fRfT(a{CRkIM7VqW#qEFn>;LibkN)D_Gyn9ZzdiLQ|BEC4
zP8_MIZ|z1r95=S(-LN|fA2n`9-H|uiYuw<3IBD#9eq*?^<;R0wwAE-W9<BVFf9wAG
z^#A#xCh|sOl8hStsGH&e>0kZL|8?=Zjz)S%BE`Pf&!PV7d;itHUks1Dq$>5HU8!W-
z8-*$9mo>@vZM<v+{;m6`cfa~?Ut+4OjeAKrN*etzZq$9Ri+T(_f5+Pjlg76EQs4HH
zov`1p$D^%AvsH@*LHM{nj&{Rj?ClO;Ld)m>`n}};xcc}1*Ps9Gzx(pIrv2l?()K-n
zI}~*P)A?Wi@9plp|L?!}FaL{wRpH^eY0}-=_9w#z{%v&Xt!BL?x)DEX#!uCvI*nF6
z;0B_(D5g^RH~-n-C;!{ueyO^dKe({71-+nfUfv#$ho3PbXPlCOQ7R4o#-F-v$5hIt
zUN}GBT5PtLnoBFqb}#h&)?&EWS_nGbPUx-7_rh?cyVUE2z2(;Y{NloL$7_d6E5XWw
z7x+uvCevw!UZ?BLxBbQTQqc1KPRr|pP&b%gS_u8cuoJHM-KFIg@-Hm6R+ihnrLeu!
zYkJ}G@_ew+W;#u8(O(XM;|Hy7Yq8gC^%i@JEpL9_3j%LBTv}Z0`psUm+gxfbc0F$;
zY%jNZ3qI=B3frxK=`6O8b*a_uG?$vKR(G-OFD;<~%S+vs7k2Qu+zh;>&V0MwYR!A?
zg(a`q>8&)E{Uy|_({3@HZn(U-xH#XN_m{g~E9i#p&Pw2|w0bSnues=Vg85Dmtb{>(
zskP*Hx<SxuEw&eZZ^duUhYKrA2k>xVsW;zUns0et*jkvM@2;R89dF5BTImK0t>v)0
zh@M+$uJoEq3-f{RH<y<emwTZfF1ERU^z>775A>l}==6W?Xg=WlI^mUZI7s4AZ4_;7
zj~%DtyoCQM%r3>y%1KZ@0=)E(zaPK3cIDdbjcY07nS5)kPR8-BHx2{$%WxF+BHtTF
z@xYCH?xv`}`^Cr`Zo7BGN26#QCaTc85_p%|=0=I@4O~wWihOq*$9;Fa?TuX@>D|zs
zBp^SI-G@}dUbT>LJ=+{^cs6|>zbiRnxlEe+IR!dpv`8g=$4IKL4aVVU;PvZQ;!#*%
zeH?LDTqwu784W^j6n!JQR1sC(DtazMR1#8nKP)FJA$9qIdZ`>gcyf-tVaW4(N<9Q4
z>?x|n&AYmBvwk_A41%>mFC2vfKUC=F3oAkBSK>hs5pOBX4@xnCt#Cdp#kuy->pvOk
z@o=P&zE?_VEeHo=Fn;)C)OBy<?S|k39{X~tcf-Ed4g0sep{hVJGf~HEY<olQzK=?)
zxv@7Gdyf^dax`n~iqY<kqkjF`XcTjUi&;USt&hU-m{~y;PO?l-AD#Bw{lfJ*l8k&+
z6Ha<#-5YNw55_{8Jy6ovuC12YcJgoj*C|!x@!I|H@p$B^pC@Yf{djli@l1cEc0Uqa
zJC3wOejjNA!s>%TYopMQM?q~e47^lmzg4@x8zo6J*s6t(hw*4!>qp6$dD(!HB3;{!
zgGpbLH=xmOF7KJz{h>D+M_#{%iPR4anv(%Z|JoR$r-l}g5M}6Vwflp(_87?`t7_~=
zB6TvLCTtBN%KXS14XD<=zPH7hpLTG#tB-cQBs>o7`eo-d(LCZfyhh6+n2(&}K^P8`
z@K?aqX#z$6I<YlEebGjuS8-lZ^eWD)l2is8YWlX<?T6(AkL-^7<<K`U#1Otg4Qle(
z!&);+%8_3kim5ytMYNEW;~h!556huv#vwQiJXKSBjB?bYW3X^J_}pZ0km_>>&W4S9
z!e*uyeAui?<HtKH;nav^Of3kzldbZk<F~-w_3b1x@3KUH^S^oK%VsppW-#b5%g=FV
z<g}c`*>YZUUU!(~f78u_Bou!qYvb)v=mlDJJW(5s6CAj(C_Ynr6pgnz@yE5>&#0zC
zeuCCaM2ik(j&h#aT(>r%<)ZreNb=d}TGQnBY;<3hg8gydtKqmwwX`ttg%|F!)(teJ
zkv4^gYbM?;E<VVQnE<eQi#cj0-e>!({p_!PtBd#9RJ?abF)lE?gbydCfL?e}FY7Ku
zeYROVJ!b;nl3EA(F%$S!Z!t&B1pZ9mzwiS8bSm)uK8y$yCzm9@@Pb~}TL^lyIXoq2
zLf(>82l+7*@>Xv#N6m!%Ovu0RLjH9_$kTn}h_9tf0WZ9umo=Ay-f9w0%$caS<kdlb
z%tXD_Tg*{2Q9l#)FTAKfV~Y9#jQ$iWm!-e(f?if!33{VJJS%5%-V#;^`7x98R&Oy!
z&E)({&cE<-{xwU^KU9odochAccv)?h@!S}mk248xiK&D9m`Ql6x0s`55`HG(Uw8>`
zXzW4s5LVlYmCMp!cqwma@>YX*R?g(SC9DqeV<zXV-eQiL$@!U_f8pi4VLTbcd|XqQ
z_`*wg!=f^63QxwFc(-KKL4M4{yVYCFQ8V#A6Ynp)csH(CgT165X^-kszzZ+tjk{O7
zNjx!UqTZ5M2l+7*^;T~&N6ke2Ow_;dqTaBO5B4TQQ`k=dz3}4RFrLpgi>K#I;9FAb
zAU|dT-|8*qsF}c@3H%pc;Gat`VYfnr>G1l|H*8ut4feu|d|7#MA)9L$&(N97w*=Qg
ze#~UP)mzL_Gnqe=`7gZ8H%x4zc<d=gE>3;n<-B2dV>E{6<4nR^V(K72W)j}&E#|11
zgr7<H7hb{}2lM@S3xRX{ikC|PFT9*LPVDU_@x+{odP`m%<i||ZTfM~`H52tSQUAh=
zdc(|SR|jD(Onl)*ykUEjHiakSOuSn%>L5R6;@#>k=BSx?pNaS1De*pGE#4IGI`MZ(
zyz5%?WSoh2OGX{!$4tCiy~P|g6Yn$e{<|dJ2St|iY2xpacu#B1lW`{AEg5x?A2ac8
z^%ir~OuWy;`|px?AA0QlYH06i;_s4pPixJSaVFj^8Fi2!Gx2Wq7IV~0ywAk@3oqV{
zI0ks@Y@+?5%F<tWA#cPtuo}d(awg|3VReunGdXYd7IV~0&d=oh3oqvltC^8}JXi5@
zDd2^d^oBW&-6WovGf{8JtAqTQiF&KIn4@N*ekSUFw?zFzJX_4pP?o4S0l!<K-mE!K
z%$caS<kdlb%tXD_Tg*{2Q9l#)FTAKXPHB>`ANm})tStS77xc#IjnyEYl`}bS39Ezr
zn8|sox0s`5a(*V~UwAohJOpUQvnfe_;ibIsKA_ngo{}>mZ%L|y{Fn)OtGAe=W<q`@
z<X?CpZy41ildj_9!o(L|z{^^T$TewGcrwn!yCtIz@?$36t=?jenu+(Bcz@x=J2UIi
zWElDe8^7c*gc4b_n`s8}Z|y7B=jb?0_>}3Ws?A$h;!#+?84W^j6n*23qj<2HVx1Py
z&2W&!BP00)eZM!3`ijV5R)ybIZyZqtpRA3yN1+#lY!`c?HX0}KaGWTFGqp$2c$*V{
zT)X{@YW%vQ^YV>*gJ}Gc<Gkb?H%RkfIn|#{B7f(~cIfW_Nhb?b{p)DgOTy!TzwDeQ
z2wHc{AZFw{9)#gA34c{i>%`V5O2YA2(5pCNy#l?8^Qu8nmwaN|OSZjkKP)GBWOv*z
zhrSVyf)Hk2H9sDVJuu)XDMx;FI6}?#hNEaO4oBs9N0RQta_E_HxI657&rsaFMpLTR
z8+p6oqj<DKBT;cq(lCggs}}X#IXh2ndjdX?IgcXu5s~xdqMYw#a{h`q#3v4Er}>YS
z=Z64zOdO{NQ52$ootq2}GA2e1#n%~Q%O06Awww&VH;nDfHSQ%4PmO*UH|}GaH|~ZB
z)=Pi8v3hlNeX}7K$h*<j_P9~!X~EO#m9bbpYa;?HAkV?7a|+^L&&Q+fu-)PO>hmb3
zv-mq%`|67uSK7_?0&>_XEiUWT+E+KcWGC$R+s#%}p*g2?YG*~JRo>Dx6n<xgX_(lI
zb;_X1cy?Kgd0f^}*GSj8mBCnGIvQia`HIs{)V{hmNW5O?+~*_|w>g?5V~E-D_MY=4
zryr|*wLyqmobYDttJQu#ezdyVjkYH7B-z{>hDk-k->!XiJ1)R*{u8DEjMYAtnE}+H
zhv7|cFP@C=PWoX*W4tSA6yP}joT+@Tgv#c~8zd1aT3)}Ru|F=QXyQBXF?ICN>Sz={
zN-8?3DoBV#$78&6z?+QYtKkSup`M^6yQ0Bwi99(3=Pl0vTJ5XL-e7CpgI+KiBoz%f
zLpe>5<8vN>E=L1zw0AQ?Ca<4VH0TYH%K|z-<b2?SE33ok`t`MnP6IdIj#a92jxk>b
z=K6X?|2{6T*4LdsXAGoVxwrAtq@q(m9h4}|xyV=;$1Cw58IMT+2(I+KB)Juix8oqG
zXq@*&zG5urkC@Wy2Bq;&qX8&r*jbB$ggU?AoM_=yZ|uoDIu-1GJJ#vW9mYlnQYuuT
z5H+XuJgI0P23uw_!Omx#7xlOr_Pj}dyb*1IxhEsc3k}7*LFO#n>2q$3s^p^8!Jg=;
ziUx^MwSkV7C#aMJQN1+>YOvtIJc6^4EBAWb4+QsWkWnrJou6^O(_HTL$-p1Sql$)L
ztf-|lBNWW(<Z^vM;ix0Oq9H~u1#@;e*DGAs&8Ro7=wwVDE{FimUB(w9A!g*rBa<l6
zEDcp7k%2qkaBl9=Xt1>b)*Xji5e8C&(;l@DoL_T(@Rn#jz+XmQMW>_3RCOi9X>gAB
zkRwVwAyHA@-Oz`kcs&aHU~`T1fyiEh=KO?dp&zfttAk*zx49h-uJx0!qG4jDWT4L9
z<D4W{`mw*WI@+4-h68ZE21&VM0i7e953=BDj5=3zijV~&%^5Kkr2f^(5YG!`8>lga
z)Gx$w{*tMnj-p>Sgh@v{N-7#8>SzO<zsva`1+MK5$9q?>pR4FpAq8~0bC$7Dib$m?
zbv5)MVKqpUVgsFj$obH}1_%s>fv#w%;JX~$d6jcR5?*^8CD3Qak=Os(#KUKg`U`7W
zMPq$PY*32l+-7RjhR4+3(fE2i!h&4UAlU{B==3-rxS#Xg#<nXNdOo;cg9Z2J5u7E?
z4}@!v(FW}Nm9(R^J*jAfcVq+dD9%4)8mJ)C&}*Cq3MrfgJFgpgulK{p5!PWX!8K6i
z&4QgbI4{PJfooW{ya6>`L&f;z;Lf|88?zWa9YXdCv4>Gxquq259azywViuR7IVYJG
zI*EyR{j1@S`g7ou9MUK#?si;^<jgZ2NX{=-uWoMa;SAt$MJEf%nF5?P<6|yUa#GPL
zVlIm`=LTb8jG>3BR;=v~p);<JqTPx{5Mx|~;(Ww3&=Eq;izf+!+u<WxR9S9TG}?El
zmF0+zTR<-fbM!QtMK6!&oMC#HKWLelKkFV2Ad-p(iTPs#oewx4<gW(7_hJ%+6%7;e
zHv@J41I`Kl0t|hLso%%U4}<kM8CNu1Xx0T7&gV=4><u^$eT3AI3TaZ&U@>>|2+m8K
zpK37h<87Q94aVsV&~RCUJchH!6fp3lgIxD^qyC=7w;Dz8Z84Jb2TTVH%H>0uN-7$F
zVYwZfAm>+{2kYzVP_8ggJ+8(T4H3G91#>>-To_C-O-GaAn1lwY#~LW)MGm~pc?I2{
zcn`e|e-sVJ$m+bwFjSOuPD2&cAi+O2(7DO^Fk^2*69_!9ROw_fV^e_hA2L4ba1-JV
zL4a?ETXL<?Fu`vbsPiMviP63pb!i7dqX7{S5B9+38ZJh=0K@r@m;%;Md9+Ogl8R0j
znvMZ+{w3!C<R+H5O=tq)`UD#u4H125!JO}NF09_SJOnz%HhH_EQ^o47)151fjdtC_
z?k~6!(_DZOlt2_G6%7~dD!_2onF7WR@c3qoUd2`mT9^ijv9p2B3C@Q$T*Wc)#-y7}
zpl#5)tzlv;GEnC@=Y;M<M0exSa63wNaR4%gb}T4p9I;a>!E%l<CA97qwjhxZS~M<V
zGl9|37(&k~#BqMgRKSG-<G#1I)~o1b!G$Tn`7_3+i2|h&b-ss{YLq~MMUfgTBu^f}
zS>yaPt=IdL<fnQktU;p3ZJ_g^nGafuRF(xpX^_lk0iB&}zWY%>xZ;g4!Wxw3(?F-o
z`3NYc84fOZ_pO0KT4ce_pBi~@gpaTHV{feUYM{uQ1v{IZR|rk?tdBdD1X|@9=>yoO
z5{qdhp<CRJi_x5rX^FAw_i=z=vWEt%vC1Mi0q3WAH`#?=9PQHKgH9K--hiYBZy<RG
z`>?(@9E!TLYUMCVp)VAnIFA_xJueVqx>LI8bwd=bfui@aVCMnn#k@3tkUvR9!^FJI
zK%Exn1T=+VH;C#d6%B=?xgF==&W|}axO(05cf74oF55{(g9Mk^K<AIGe2~liu#ZzH
zZ!f86kjiHQotHTufHdtXA4yUYfE5iCeUt?|zvR4-8vxSIL#zhr35LcHa-$H(`3_S7
z52zXZ#Y9Xi4H5F)f;p!-7kXJijO9{8MK9;zPQ<xEnW4OfX_y$@4Al8K=ft|Q9{2a;
z*^o{Z>xxcyUSVwNAz(`x?NjH*1F=ok7_x_oaGbwyP~oi|j>P!f3mmC21eHP@=Mqz)
zk%n^Eiyq$@Vg<+fOH$E5Ino)hv&wnVK2T4hpG{(1cvW<|n7;<Z`Nwt+sgpvl(&?Oo
zAx@QZVEwr34R+d6G0@3k{YU}MsSN&YiLaA2z63b87$5Dw8+NfY)6tIF-Dsd_e-`Zg
z73T#%rE^xEwOozI6%7~qK>>#IPnZJ4RTh447~o)|qEUpvE=F?dOow_&ob`y6ODD@#
zYk*T@d~mwN*DF&+!vv>ipw3awi7^LkGD@UotkcB^8W88NIR_wj;SK+oge{%WS2RS-
zWDDjjaxO?b1)-?|!W9h?lFJ4<|1sx7pWh8}--^8pu|RqRr7^^;D8zC84pX82iTmN|
z03iy++L%-{O!kirbzb9~;E4@C9?H_cgslegRZ`J#!4m}-&JUOZm~I0n27%XyRM7ia
z4Hm0v9>MtsoFBXZ@Mulkr&M&Z;Dr?63>Y6hjpT9UugBujKB;Js=xH113^^ZeHfSC5
z#}%C<ZZ>416EmKu58=@vSVbqR`Y^zGhw;((o1wh^SGQRe4HJEzfjW;kC;B!6Q<6zz
zh_NrkasClg!GuGTRsY+YtBOVv8d4dW(_~sG57$D0x<!(cN(mW_Bed}nEax&)Ld$_O
zNP6*TS1-vLDps}}-1&lYV-AX)(gxhu#2!XN#2mC>&cEPX7=AH_y4XW_Dx(Gp*_Z`8
zNj5L<qiN%$foWa??0n66!A3+_@QY3a8{LjM*%>n~k|}X*K>t>Bvf!>1;C#&Z08p|x
zSD;fc4WNyKpwA#@j`L9OAy2wMYKZJT6Xv|lxiC>Fm)Z{VNkdZ62trpaLUERv21>p+
z=*EzpVu+H8hKQ0anDZx`3o=?kHYV7I>vT}N9UBm*!Z}b^+HU!gSO(L&Y6MZ&A{1xB
zG{EZy!o~#Z1n(F%j^OnYEaw7K60MH>IN$|YLsY8`nDb9L7iP%40ThTa&WqK}TT;<b
zF+*~2=M&BiUS}vyUuaa4iUtaP&4Qi3D9EdhACrm(T6r1lT;;sr$1kJsk<u)aiUtUN
zG(pNrU|oH_b~%RDHFD`%3R7C8zTBxV)!Q0nf?cUgmQ*A*RO;EsD@zZS7HZf-^}|}=
zjUGju`;9BE4{bE+gD$@8LJF!(N49)leLZ6!_4?ix+u=29H7q+@;rPb|1-NeQXOqDM
z=cF~@$Xg*r?@fbVKN{?~Ceh95MBUo`{#<PkKY;!^89wm0aX*~s#7Ev}@F3v3q6ht`
zJHmn-a)sYF3Qi_NIxt1vL0lU~9L?dS+jmqg&t3V^kIFmeM?X?%Z&+w%OFo?15|#ZF
zZp+Ji{v<(7nlII^sf;JChTX}QtN9?U_$i#8yI1!HI7sCYJn~1^HdMY>2)aIsdl+*b
z>oo7{U-aXy*LT(S(!F|FW&7MPw5e}x`;%b<|28`HR<qt}prh$$&G?DSAKJav{dmx;
zb3td-`tD9`_3I{<+4>u`Yi?}<vDI^HSfF^7#qeVcqrpR*eFwGSur`i&!huYM1s{nO
z`2)(!*2o)fGe4ZUfjeGT=s;w}7>-n9jqZ9+ph$ZYj1wqriPw;^ZOS9RdILMB1I)fN
zH*bD<%kB65EC(P-Q9q|p9`4q>B!l*{--iK+LX@;%C7VGyf+U4<O3;#1RwYdn4L4zf
zi$e>SI$R#hsZ2)q9K#{+)rh;IaX=<f^xnJ`LW;O?_m@ysvW+~|m?WbH_G^v4<{}&4
z<dBzYT$hh+Bt6}6xQNYn61p@2m=TN?y>~}c!%c7<FdkF;Rn~&p@+RgH)!F?blHHDv
zh->-DQn0+-@tZxbJKyx@I}6K;Uf5e~2J@Zf(n1(4E&Jihd?#4up<rTI8T@VcX815<
zEAC25;hZbLVc1lpwjxkr)3eh|iA<f{HLmpObQaePlee>s{iR%cTwH7@ibp!yob46H
zg6Ls++JGs63!yTKVDE)5Ua}QGa`glkYmeA(xf^@9zvd-NSI=JTj!6Ndihlj>=7t+S
zhT%WB1|leUqyVWrJ3%Oqa15p(_a3@1E~oz<1VVo5Zx4oP>Vsf!AbzPd{F2z>Utr2l
z!ov4GUQB<W_LvE#jJSk@Xi3I&riLY1ibHqpDp$qextFo8*y0|m@K~LJMny}Mdl`8t
zKlgYl%ug}O#x2$o46<h#iYn4#0J#|FX}rx?Lv{Y=)@r-n4p+yZ_a0-8Li9RnhP8b+
z4(N_PPxeQQJl>851DZ$BEnM6Vq9*vk{b5dCqo}i+Vi)ZWU`FMRV<CC-WxTa1)DH}Y
zu$^+d=p<ZsE5tXaN$t}r>;6@x*X|8Qu;&4jk}*CPlCoMAmZ&boAzkIkzZCX9!J+{Q
z^F#MmH2C5^8Ws12_L4(BEs;@9*`oA1FcRH`JE3N8qX%CVIAp+H%yU&QtMR?$vFtnn
zm^m;<e+5GpRnOM|OSJBEGgtewCfpkfF`Gj=?T_L_NP4KAV22#SyK3e<AW`yw`YN-m
zy`Do*G+u%J8$r_CzUS%%BOQqM0M)f8%@?~|%vLDGJfKDwo->hYx#(l`RWSzIyCxdl
zu=GP$PK#W#UX2Ty^0G)&xUXT$4^ftB?J=3Ea8Ai3+$B3_l~i5D_pgMSuTtJuNZU{w
z>JeS}xB<?{u&IAoFttB0u&L{Cp&LF9eHY?O%bm0r-!!mEz>*SQq&%HA@X#n0?nd98
zH!$GSno#|)I=c@e&rSAryRqgwBhyKhDQ2ELacASIxvP0gA@JlzGwAw7^~@BVhcm*I
zIdEa5>_VDE9?SQ%1J0-d1YQz-!#!G2R@~036O3Y36}xyq^{7#=3&ls!Qk6eVtO^|_
z!yr|G*u$k-SYdN+{yc&;9h*;O(XQx}e(*N+-F#(92?MQ6*5jly40pB;Uc_{DQI$rd
z)xIKA@Kyf(vPU;vbZ2<XIe~w(e{TqQtyy2JFV~y3cC*P#EMpd75FOqNGM@7$*jR2U
zFJWSlIe$GKF=J`0k}n_Jnv7{#6Dwh~yUV}CJ)O)`xxF@Uy+H14XyF@<;)jt?!^cph
z&eJ(ZU0m#)S2Cu0aeF)-e%5F_di1Dn)Tt4J17Ro|(n8%(0P;QH@BVgcp}sxd?Yoc=
z<UPqM3pAflYiN|iy@_qc1R9EaS5W(Wu8KuHU4X!KF|ENUE)kirFG*;Hy09jydclo*
z)ogo3CtSFt5g^Uzy3*xdAs4?0eKAB2z_|=JB-LFq%}C~`zK_uJqTcZ?EvyhzWN?Ra
zsC=xoss?p65~r!(T%1!+d|_LylHFj%@3fW|!sg;a(CjTPgkiYY^H)}udhO+4eqli~
zlW^ffu4*~}iiRU-%Q2~6hK(qvzn-GjWj`?FRTH9F>}@NxE=-5uh`=(=dBcVa*9t|^
zEK2q$7xk8rNkZyoMzbaxo1DokX=BsMaMqx=fjuy>GiUp-0G4mYJ4IM#oy^kJ(IuB)
zwo`ebFo-{S_CLsrFUYAW=M|8(nA;6?k`*V9Yb4jyfrjACA_4O4DDLL7>`XOM%isSs
zB>M<Qntw{`96VM>;eL8wW#^7RcVnY;aF{2a^vSf|AeY_RLcQIr<A1dkZ-sZuPoj{8
zGsQnWM8}~sbbkb~Z=S1>v?eZ<D^MffaG8W<AV5yuFLGsmV)yvdl*1&aui!MFj7fx_
zs-HN!7O#%*mL^~6H<8BR^6_AdwBHK}q~LN=j8lX`#c27=h<`|)_q5TIqu|1tV;3hy
zVd!2Y)3ur&AGl8|h^Z@l&UBve`8`ogK<gH?SG8`5MH6?;FxwzCS&}&N*$t_RTu873
z#^NVyu%~o~kXB4Aoj5DT+DK;~P=%33m37B-?cshB*0<{JFL1xm|Km@jjzQnge=5rR
z1(qUC#@F+oemYmp)=N>KdrC&7@8>_AbAKT&vN%=zV8XY&y>7@5@k0<N{o@zc9{ZuN
zg9Mzc@kepLuG2tZH^lCF0E0)g4hIV&&)OXz%X6gq+8rSM!2JdC!gvAa4*s4&NvEQU
zZrY*s>LzJf>my-(%_`QM`)E7DksMT>NLX3pJg2+Irw(&;1QnCI<GCmaiVC)v;aKP*
zqIao!J@RxCJDc7p-c=)^&Q9vp>K!pM*-q_8JLrg8-tdn<AssJ)lDCcR7@ew{ik>=3
zY2c(?dFwYY`;!JOv^C@wN*>1S7aJi4=g^dpTT+6i1{L<97xjfQ3nfi-ep>uN3;C2e
z7Tq7a*i-Ger2V<%LkD|ym-=PSoq)4NL6p3|A_&vyi%tAgO;A&W^~2+8#MPX1z2%?@
zg?72y441uNX>oa_*KP&=LdR<_cIVrvUij}+j<aAW!J>w#I8X3bHH<t!IrR*uUIE8!
z#Ut!r<lh?_z?{ox4$j+oQ2h#K0cS0O--1cXH2BXp^r5TsP62&_-(~`@GlHIp4EZ1j
zsi(FyjP!mUiOx33)<A2K2z!#5?3PyjZXQf27+EevcQ@>v_0xKe?p2XmzYgx@47yPY
z6g_5$u8V}M-KmTFZ3gS^R$$(SFkBC@gr^Gjo7@Nn)Ngv<Xa;z%5NfI6y0<L?bz3LS
zmtv~fnaY!%FKm0b@_D#TJ=1GHkA|Gn+7RuH^~lQf%TZ5xi!%Nh5>)jxoi8+;*BBt(
zL>XUh5H3ex8@e4Zw;(4~4jn4SQ7Kr>IJ->2w9(Vzl*n}@4o4{)zM|4#mK17!kXZ@B
z#3b5P>$266^sYgKg}Mxx_1a*<hhWZeQNp!fF)6vVydJ^ygOlX;Ogqr3WZ5m8s(VWz
ztA&P1$O;NyFMVU_oD)T>M9I_o2tNxXTh(+^EBjvOgbt$T-Fr4sn#EWouyfZ}Mb4WR
z${HO?Mq|zQcCB!igoo2Kb;%@LFsxj-fwJ4y?%WM~oOD7IlU`A&u3pQGBUyTJ7CAhm
zvT%xQDW%k57cYD-86=Ao`U)q>A;)Zt_5GhCt8r(f3z7NIu*bU1GU+a<b4*GmZEPA1
zk~2pnS&~BThh@4wdnJ!RbmPK1p6ID5t4XN(G}MtjyP2O%vLZrZ<GM+*WGhoA1(B0w
zUx{Qfi&E<pb!s6%*M3FLY3X=Nh7};AlhRakV#|u-uJTtCEl(tCs~btKiX6x<jbV@}
z_i>`jIH#`C)n6S=PUrh^<&wxaC)Mxz6;63Wr_>>!lkxgkPwvwx=o;2|oqi@wxBJ}4
zK<!V@cyxx`+OLaOC`R#bbFLI*trqVVz-?i!>vPK+VJEH!_D#;I((7;rj`aa>9xBga
zWsl{cR@a=%QeHRsDF-wcuD7x|?WW|4rD$lngHLg0qx)XrG_#b~b)q=3HPH2-X3xJU
zzzUrMGQ+&4etUaJr1NR{cY>15gF=}QrEAu!0s|{2rbW7f2sCrqI!S0($g|!e4d&D%
zM5aK*tv<FxjC5M336BXq)}mB_3j;<?;SGhI!2J0Jb}}#&V?vyP4qwyCiz2Uv$z&^C
zU|%O9*Wmm~2if&|o7ef8#1V}$S4B~~YlDZ;C>~HG0WM5*E;xvPi^gAjXkf@fD5bs`
z?S^+II<Kf`PGc1<)2VfuhfG|7VD(OWHeAl9UHrai3a-XdkUrz&?6Oga|G^2OQP<IS
zy3&o(Mx7&KM!HoA(L&+!#bn+U=;Q=OW2!78EcP}q?uK6fIwYKmn!+^1@F?EqG{LAU
z&0uuV3=|nL-We*N66!a?J`N#t`^cuOu0n6<#AB40vYi+NXwa7@y<W;gV$gJI807J<
zh7Y4uOpBfbJ~I<n?HyT|PDcj?;d*LR;k=zipdA3htT2H$v+y+^UChw8ve27Yu?Jf9
z%4N2MdJc*S&{|^BMbP;+Lj{Kz?X@P47!LySQ3>Y~tOLOHtDM5UFQ+i4G69)tpmT32
z08}Z8xs-}gF+os(g2UTY%b*O1_S{_DS=Eawm(@vJ!L>WLFmjxO*<)iI$V{5Mxax42
zwG4+GCS<P)g6-GtSc14JtFw;#F)mMaoS}LN)?OR*VyJDJ9fUA4^h-${orDR_q$JD8
zwEE2$(h&QBU0r`!cw%ata>8gORZKq<E)vY`yr`|MhEkJmQ~aQG4HuP#ZzWeu%y#_7
zj%y33>2d2>I;+K{H})vCR(-y<h-)#GDU(N~ipfZnh(FNueUZv$%F<G`KNu~$$znL}
z^aHc=#6(J+s-zbvcZulPbwkPvCc=or=)=&IMNb+6QeeUUp?=*kik3?nq_0*t1$7d~
zT%4$%bPdt`Aov-++rl>SI&4iCS#U*qbRfpu+8hY-8{6s0l3*<?TE^9!7(bbGJGISo
zBr$V&6HO8eUj53I4X%UeJe5j5O5!U6#ehm+enumm{ESjnnTt#pM=`^)x|FE!W;~R$
zUQa4fJu1c0B?Sdag>SU(P$5@2F}FnPEa04c7D~)z5u=732pIu$+eP2s4?QjYgutQ%
zTGp}K(Uu{SEzDiWam*a@dS_av)$iQ=wa+G<*VF;`mGyh1=WzBnIT?Es=xSJw$9J^l
zuk(h27HC%Q<U#ezFf7(>I>iW&qf}6;v~;~btyAjO;G9X*Ga{J*5U$*as!F?+o=I}M
zkc1N|Vrr9vxm1Fh<M5Uu1W(uKu^vi2(%c;qY_TnOFZC^a7rAC1h{I#JFeBU~ZhT;z
zB0Oj7G||@?>7!{#u)SiuQxcC<L49a(Qly!3<5itfM<5Q)EAh<vepcX7N?n|fq&Gv3
zbDG+QO7`d(Gh<u+Rwg}jboi<qDriyWnb^y!4)3YXRUAlpr9q%RxjL7{F!o^I&A{Xs
zh<yxr)?n#uF>0_dE<BF!7m~VrFEJE9zAAjS1_7lv#ovzNe#-^{R_`mO<c^0yfCWCx
zH9lL;y+;}mCaF+<g)K<41;c=_-CR(mo+AwG>2_fp(jr(pY|ZmjJ>Vy|;7^{b(Lla)
z8kF>`Z3gniaPywlW`GCBdBq$Zm}VXMzqRFn<2-rjoD)2DWI6bXk$2jlax2oYJw|H*
zUEfi7@hU|Z&-|U02;h*FdZ*s5;bu{<1PZkfg^JRrHcYd5GaR6}vHR1wkNe|jFy~&4
z2QY05;rljrF9ulto6SpGyV%~s_iC5T4L;81b1&{F3VGyHL$W#~Cqu2Yp67exEo@^Z
zT_W9J0%UtCdVnh_K0m)KQgIiKJAgidPtyA1_TrJYErh?;B!sgB*-X2A+<>{4ap)ya
zN|lJO{Pne74}l1Asx#*fv0sN(E|ry`T1=u|RfZ9+Drwi-bGspodP#?a%|I+n2gHrM
zB8%$nLiwAkKEielaRvz|h>{($HIyiGE?SVFK5mQ?7;z&#2r2gQjx-*S6zH}(aD8t;
z<#~wW3#t@otG~zoV_`s)s)&yu(ERNf*DO>VObq%V9eufEPmmxhbsF-!Q4jtQA!=T)
zZdjcP>&-9_){ml2E%%GB8!)AIx5>S&8=@I8Oshu^QDzmUn!<RKjYN{|cme}<R5O`G
z(ma*MXd5xHU7YcVqG4NEO?<d+z>6p0J9BYRKL<}ic%$mu1Q?)nmOL-;7ea4&F<5AJ
zJDpDGHy2w$$8Uw*MLo?}nUE*@l2@32q?Mse!+{Z8TGM?s-y#whkdn)Jq+OxPgLJL*
zF@lwGJ=N@vDg=3%q6nDxyz*X30cfjBM<FVcRa12Wra<ztOJx)1cnHg;tIKla?;b+f
zW9UjO<+@^W6iJ$IOL@;jGg+|>=cbt|+5@0Cf&2bVs3xTYq;Q}3!R%UOvMw_hS+YsU
zJ6*`vMBM(7zS6Ff#sW(hPnCKWXP(N02=L`v2-p)VRE)rF{<A~y_x>#t3%XM+MkV^p
zPwk<6s*<>gPpi=Ih&si74CMoTP^(F&nvOrIE3e{(18&5VSi`BNyg_+S7{fk=ZJ2zD
zJ*5sQ(i3Z=P|NYCV68m;H&^1}o_OWK{lx#&QkY!+gICBRxrTJ+ssaag6j;5l;0OTD
zrRophCE&Cc6^;kj4EJsf2kAXVae*^WbQI1{JS@&5_e;>iBIf=ioNSGO(`rf*8__P5
zqFZ4EnEoR$6*JFE?H$%*NI#PE*WC=gUH2kx<VNA6I$YCW4jB%1VndmmL+zn3-OO96
zs@{9g&>ZKgSIriuLm|F>T%i3a6U2teQ&zUs>sar|&Qy5W%?T$gc-xUVq)_%Kqw>sx
zLkAiBc`yWo1HIUBQS4($?%1za2X4q}U`j9bC^0Ari&poOE^J-11%6t!G#n{ANSj;1
zsW*JJU=ajwKnz4c_DEG>3VMNhTxz5jBxyL*!2Js98JuPib_%*AR9N_(h;AsLmei|j
zXcDlesaK>g&bgx2WKS86b_G#HT7=gP)u#&M39^<!Fbko93jIvzeekIj(XT|@^}4$W
z16HfnJ!KJ;K#j!h{UiA9pxbc@jQ-gpXQYG`@~>e)3^NI-VADvTD5#6*8&n^`Blk!>
zrE9SeI}K8yt3q{_%J&7`OR-fxb>t&E3F^2o3xdTg_*3jPpwxa=t^SZ)bPzYnB9OQ{
z2#hKeZN>ViF^r<2bfWgMhlC|OwLMCz<hv}~kalHV2ef$*`;H;Jl4z?z{RxG4{D?H;
zD}o`_1Vd$i2yZ9sM9eOvEeiTca;@M{j5pN<HTCgE)DGBJ7zoRvqp{6sYhO3+5IQC-
zl|F{CHkd-N*Co2oU%8}Qx!_SHyuGL_&5bqMNe6I<3?C`?CNX$b5tX68M-<JvN{epU
z6)xAu><A3uwz$W4cgfVOs-^+W%IrKKiBEm^i8g=6Tqb!17Dc3(J>lD{HYZ7yD5#wf
zwPPInaNhh>&m*bDUr<fumSQB$xeZT!;<2uXVlx?9Ela8>7T8`;+m3y5>L(*?Ovg}|
zT%)q|J^+qovCUNNCxh((7cXM;dyqy|dozl;kI9VJ%kTlAgT9p21y>@gaBK723piOF
zjdOB9_6dX_F-H6dVq-T%e8)YpE!@Vbu;>uA15}en?m1Dam^UD8P_4TKVuCmywE|D0
zx3N>hypwYP4Z|3S0%3nHy!XWB61Ov3H4-1NS%*Z$>IFoye<wZxk?IhB*A%PTMHPpr
zhqpy?L+;IeL@y!EG^>T?p*Ii|56f4AyFoO8wukB-r0!l%f9R^wo>p!vt8BD=fzGIv
z1Qm@ZA#`bs#7peQF1sERO_{}uf@vv0_z|&J#}-wa-wRVRigP|k{Ng=?y_ZX_;==I{
z9)MM`o}`BSS_q=I;OkJWey(V_nv#2!#C|#=Bp5Gms1@xf0o8YRA@IA)VXzQ%mfM~7
zLOWRKF8d3Mi_K1R*+Ys}s!ppMYU`<&5|!*om%p^g>|R%T)aBv0@rQ9GQ^{7GspNLR
zA7omn5!Z2m$<#ichLj`u-7;*t@3f3p)OJ|+0U553v>lMzy{FL3K3iF(8eL&oOlNCB
zK)ZlkR|=GDDY;6DxzAnmooq1zn(Gtkb7@r7zV|w#$mMFJ4m#?q8&}pigoJX&N&AJ7
zXvi$g?`11zVO|!Cx+-~YDk}Ghuu;=?D)s&45kn4Hqe?1eCe0r8>usK6`#`>`k$+fL
zpOi8;MAfDF<Q$uHy(nLdNaH)@#);{g)>^r#CD;pf34pCCP>zH9W`&cJ2sVjAaGLw0
zY!iiXn2>3vDPgXoCE7i@uqFw=>O-eh2e7o)lYikMcJfnBs=(56DJwjQ`1Te0JPxjY
zY@c>aJ-Et`hZ=VtiuZ7Ol}9p<k5q=-2UFPnjc`x{3J<-VlBs^RH<bKV=a?yc?oxhU
zc22#_3v;MN;S#*Ou;MGa(=Lg=gFsdkdnBx>O>(VWZ?^@7g<h|j>!AH5a5w(rLv-T-
z4!TOl*x2WnoUN_f-1hWEa)Y1Q0b8MyaQW~%{4z7W1bqyGkSjEeFAjID=;R(irgw_p
zHp<)|PjL-Xj+%0Amm*C$!DFOC6e>=ivN7gU#Yp+?YJwNd$%mFUbQF}4zQ{vqxwn<Y
zRQ_w)?DO7%ad1qb&xvH5#(oXAhS>Coy@R}06Pul+iak7?Lr_?{^du=$7Hys&OK9^1
zmtGu)?0Q2w6ybv(1VTY9G^EhxSB93v-h%c-9yX}`9YmLlC%8yMS&z1HgC}m@IP{s?
z?5ne{@Ucf1f8y9jZnLYYUouKm&ab+Hv>k@WDfviY!)yA(im)`s+uijM)DY~q$SJrU
z#k?iQEi?{KL`UPy4K)ls_&Dn_#hDMbkl5JbauZK!`{Y_qEyFH%48t~Ty}FZebrj;N
znIbkpc?ettEyVGFI33Y0>)1bvl_%iiOtBrJqaKB#7{~P%{pLca*$ftZZ+UrX$(#2&
zi!IL!o59Lr7&i6%`%vY0SLi!em_L&GO&nTT2JzB|=?e<_$?PdF9HExMHJa1p6`xGY
z>GRUDEd#6zA0o~#eW(<QxigV_0R<2dDJ=&sx$UvQ=oXwSF=6Rhr4Ve;`=ap{C|7me
zRyc1nN!?a*=tg$)I#c<q89gI!Mahdiiz;<d6Jqy?bmStq*&*`6lv4A(A$MOX%x<sT
zL=)6bmwlL~=PD{IvZ3ZIcY_=mPR(VKd%YaEzCp~d_cyA)jNVl)c?Df7{m?ccFSrWl
zrQU7uFZVHQv+<N$nEJYXcPc6YndtY+F=fB4dy%%M<y)L7<ZbKIkET(F!lP>O@ia8z
zZ_{dh3Nj3bui0LM-z%rgu7|vHnSx5zkEWIC_r+Wy9?~O#7wBNINk@y=<v%ipP2vKt
z1l<x0ydFQ>YyNZ*$X?TaTgrPLyQKqM^V<WUn4bF{*Zem8F!$(sb0V%bFwD8wb>({N
zH1%|UY9tGj{eE)O|NOabO$vIok*1aGN)CPFpHkM7jGOt)HYCse#{W<|nCG?^DXUG&
zX46=gv5IkMY@Y2_<UBpO2#pq2it>I0I&wf)he<|red%wky@=N9cjbfi^7d&$wtq|v
z`-u#t>L*{Hr_%<F5)ZyU|7qRL)&YB-7!O_yq=6w_#Za_JToIvCSXU8&5qF=s5upn<
zY)EhqBw{<^wg@-7(B%O`CPX2ocY$eN6SDIlj2@xO!+;RMASq07A6_ij*`NfOp-<PM
zYq-h;iEV^s3~|dQudKvH8E$%dlRn+i={VA=3Lt_kcuSMaH@R3cm~?{}`yIMlqA&$m
zY6%ZJ4j5ljxGHR(uyK*sLUcj5OLm`hp@ea;Hd5#liWf^)N*C0L%>^BC3461u?Aou-
z^V1nb;X)Gr>H@bw+gxHhg!|2LJR}rcHeR@Wom7Jh)iE>%5meH}K;0&L%s$<H?TX8n
zug}kA$5R?K3}OTqR)dbaRx*W<55Ik?Zj3o<CPokKr`O_3xFsU5S=`iB1>aC@lDfNr
zU7@@!Ls$CZjSb1E7zG_Pi#P~+?0G>Ld$+I}gxF8_wIS#6E7(9Gyq20@ZqV_%%PY9j
zT5ioRwC6kCayMLF>@Bvty`^U8rNNI_9G+GLp#O`ac%tf0M)VG`Jd__HtD!DBocs0^
z_&gM$j(w0f?btXo25Q8)``@~;kwK^#C#ae|p77;}f|nb@O;Lr|#-DB(o{@jXKR5&z
z@Bc8gsKXj6u|&nWX^+>_mBnNCv^oxt+Vi(+d`5m8CuMka5sB?3=O~;xSO-t}^DT`-
z9@6mVn6J$Ti(ZN#zLjB7*FIYnWquvE3|OA=ILy`n)*F$}q4eZ3LQkBCXEoAuJ>DHh
zLT7<=MHtI8R3sD!*c*Wijyq`y)W?BxU4k7-G@PJJ(j3GCDs=K$<zAuX3ri1_51f+F
zT`F1W@TuQ1>8z*v%58hS`LNmS^%i_T=!NZhzvC@-R~A>AD@#y6y85t>M}ZwluZk%4
zM!>vxl^37}=uJG23%eZVG3xg5hVyog)|~|JvFO9Ymles6b9nmT;L3x^7(R*vIJ|IM
zryvW1s{P;%dJ*5Me^gFS_(&>pQ(Ao=p|9dc%nG`z{X<B$DeE&2RMA{vG4t&x@_DS%
ze_%`fsjGB$Bov46AiRThI*U>y*i<(C!TEQ71ANo4uXVW&JR!?ffHz4_4Kas>qKI4A
z+H$+uQTflsNsV?+u$rU$*>)}LEb<}d8Jfn(1V4#(Eof;kiP!O{%449f;7q1f>ogZQ
zN(R?yzn|QF|L73icYsB{aAX^Lz)O^h+ctYWZF$_*r&TL>ybtXAaDv%DUgjRrLT@U6
zI43oO(1mQpaPOSPI?hqz9V+QnBS#rSIY)`3i2g}jGqZndDVuRurfgPCH}PbzbIS70
zV6?YVBvOXSzh^$crJDU$hDC*H-Q~LBPjTf_a%Uiyht{HdEr1tl;I7u)pW^UiT+QLN
z-7n&p?6%hslT4L-K9kG6817JR!<9i{p3Y#Z<N|lq?~}s<;w2m2s*-3U?S+QQ&L1Dc
zsuIh#u#Ux}dAL<2lUlkzhRdivB~jQv*cUQ4kwd!9xz{wIIadU4RrK7I`6j{*`^~1e
zi2e4`a?AI^rNyq-YK1|!)ATjJGJoih!-7m5VTAQ-KxrUf16E%*!d-EjHPvUk4yWB!
zz-r9D-;N@G%S(T5B-F_BAYkdwp%lpl%`hcjST2{Z!>{d*`&c#Sv1Ts$D|(Sl#=A&e
z6zL280>?wy-#x{<I5v|nWFs0KSZxU&jjdWM=soR{{1?x4NiObjLo_|>HMzJz=7HbZ
zntTK-LCfAzz34ekF`GC?z$b)y%s@U<!aL8(n96y@WG`A-kE5b2f1k*E+`Z|HDb+zz
zl<C@t!Ye_d0`(f*yd6e;yfuhbf!<0Yk3_7|?dF{OlSx0q(e@o2^TY8UX)OY9$ieeA
z_#!MACp}QO1S6_(7}tZ4LrQ$#F5%)Jz&jYCwEW7=4eU&DBxD7x(Zw6Yja|6wgrmmY
zYpYjpU90Z~OhJAA!A*5?fzuCiMoNz*u0!3YExS63kS`7Dm*CO^iKG9%_|}G9MPSba
z$DkbfOHBWgiYg(Ezi<bUY)7~i3FOJYc$JG@Y{)*#g#*cki!gnki@OJXSA+->saqTs
z%Ds`mFRoR`ZOoSEOOGqs%Osz{dj^*PF4xBWvGAQ6Y+b5W+jTy-!6{85&wsowT`|DD
z5&k=BKZJKbF3Ho4OP_v*a~o+1gj=e~08U5b>2paqIHaBom)uXdBWnR1ui%*j_b?Go
z13RcstIE?6b`v<((0)5~Wy1yG+5>l2?1TghGMHEpT>2Q&?F3Bu@LGpIR(5p4C{6hb
z(hUy~$RUaDhH&=*%QJQt67GZi_y_k&U7UxUcN;E4WP>?fGY$@}*6(bref4$YW;B>Q
z#uXpAM&`yEu5je1dg<%NC2|j<8z&kKoR-n07kmcDxbBC#FkKCG-cnEz4Kb^t5}#0u
zP+I3*`ugijbW2xWDaoPa2&ZffgApEq6ux=+y5{RBZ;mKCo%)FmkT0sFPhHo92O0vk
zq|7DFAjOCd$vqC2gUUh7n69{M!yzLx$DGU2P>3a{bM-8m_U?(^p}FZdWn=ky%HqPK
zPrC3XdwAY*PlQ#WvNy#3{}K(|D)~01R+aQa+(^Q)@sYc_z9vGozz?lQKHqfIN%xTQ
z1wQ#Yi<Fghwe5)F21(7NLGramzT=%5-mRz81~v@WlTkj!2hoSOagpcqIyO&uZCsm$
zl1!j3DXfX^Cu6_Eg1f;*)HE%cMxXQEBy%p?YAyLo3;s%bxf!;)^WDJfEH89$5!i0G
zTHaE+4>_eIF^Aw|W@kaof%`aJ&N+tiL92#ljwD}IXPox&D~I({vp5?CI0NP*SuXRe
zMboa&2L-U)IdX;oS&`{8RBo=STBbSQvB@iFt^ls7-j;O_p@){A$ZAd?e}>FS7;7uv
zh7zC0p6oOGylmQWY<3vbsPhQCePbhwVIEm(9(lr-V+vlrBP)-dA+r`6+DKU0Ig!e#
zC2{^(b$>fMRr!5?aOeH`AtucJ&o&FkMGM%HUE3|2GoG?EZs^l)+L%2Ke2_XNfXkB@
z>TnJ<Q%*OhbKzkRZ=aj}Ta~O4WQ1)x8|Ir$o5`ny;bz1_6k-g$`(w<hzBpK8`*_A}
z;NA!a>HA}xHS<Yv-CYV9KH23vW`(g+ypJMf1%VN2efWg*)2MdZl#bvDo{k7`VvLXj
zA{hCFIaplD@Z}eTPt65d!x36sh7QmsOK+-J$#d>%e=Ecl_8e`gRDImVz+Z&%67H5^
zw6xG!UiKCjTAePQ^lf%R4`)L>huHjG$0VoM$gpqWri&QvC<?C7BAr4rr_ZN5;?V&U
zyg^}ju*Ks1#bMJOU7Tthqw93l1)MHI>Qg!7^o<ZO(A^m%;!P9iKFs^9==R)35p>_I
z<QKQrIXB}xTkG_c$?4+P3?u(-Dermc7YDFTw+BECHupWO(`~ppK+G7~PtLr3h}E@R
z9WAIw$t^FJKh5bjTjwYJW}44eV<>84npUDQ9NK0*rL3nOH}h%r1*UU2|5lw_kIE@g
zS3Lh*BkP(fE-m?BRiog`+Xj|;jJp=h`|~EwG&CwVw<roO3c`np`7UpUV%g6t8wguM
zhiEFQmOLfoU{bV3k}D{!ZHR7TJAq%SVk(fem7@LsSQc2y-GCe^rBf<mlF^x>D2?e0
zy66&|KEdoNUxHehVTUEmrg13A&ZgmGisxk*VvormwSWSS4PY^iNL8@6#)*x3$d;~I
z#L9y(K=RxVF?q=o7FHR2dWXXjKJ%;Mj6@*@?gTc^6sie_IwPF!1tFh295L4H_DZh@
zkI$7>ySuzJzr5s!%ggg#HwYJ378m`{(`z={6^bWnuH(QEAuBdU{!I_Tn`lGM11BD8
zqSOh3!K=$!#74Go#7h~7t&ecKoK1f+#|F<{<VmJ4VCQdJna^XLylC&XrtQP?vPF$P
zkHfoatt=fd%`H#(!UW6r;!hxu12e_v8w?`fLqhtBSKYg^S4x(!JN7W_f74r1B)9jO
zEn^3a1;OQ~12HxHe2TV@K=cZE8YUH=TgQGwFVUaAEG&ZM;svR%s{21#+djQ~(GrDs
zTEw=F14|k&s?+Ky7B=}}NV;IniFkPwWRXH%B6gs9v4k!NuyWA#fv$mz<!Fm8BSa`U
z@`xe#Ck{A(BYWJ&h)9pPhobm~xR}ABhLQt%_*3MBjV|u@XrWZi$vy$z3>O#Mt)*@c
zLCnMXw&yST-331kI&E@?fiWO+#Q&@a$QQ}fEt>fbq<l=x0AwD7l#iS-9G$HfqYT7&
z-AKPKMzP3q0iGN?BSl(Mm2~9uY+RW2dZc(fkk8ENVM%h>vd*~emcZ-B$1||F31Q;$
zwK`4Qes@wn(Pshe2Po|}3F_uclwv_ot0$j1%DfMiBS8lY=>t#iLE+G6?s(irxINKO
zrH^NQScsB+qy78ESZFXpE#gkJZa&lYokHYmYzW4k_r2+8){~*d4KeM>oR130NqaE!
z_4DG|DZKP4^x}SzXzA-@-<?t@UKn57)e$$&PscPvM*QH(s3v8b2grMmqA9S{a*Dvl
z)3Y|0irn@iNCo)`i$~F(L?VCYb?|}`?5DyDN-$qYwI`V<A$>&LW()!3hr+prMJQ@B
z!zcxfxK1eP%f>c$$#NtHO{?^o1ACY)yzKMeQ%H)K4_rB02nmwb>)!?alfL|2(6<yb
zW(sXHQiVM6(=teujVWL}HeJwjnTH7Fd!H-@1qsCFn^J*w^S$tb##@g8+Ot_uFM1x_
zmR}N$-wM|PlIv8!u=2{B5p3BYsBPw-6ECQ`^|rVz-z637=d6du3wVSUDDWKKDTBc-
z*Qg9H6HLS@m<xiQF(M@>=Ie?D9fbI}#!KY|T#<RUynrviG}tOrLjL*k4Aa}sFWXJv
zOLOZfSzBQ+#f@Eb!TW)>-eWw`Y^xg9Tg{mo6+PN)_egHFr1O5wsp$*2;-sDoowN>R
z&j?LNto~v8Hm%KlDO&DGLC^kc)+5l&dG^e*addqdIn(RLi_vzk8&5=YR(sAF2-X3I
zJp@)fURyE?5cNsXtI|cNh)Y`ZytF;>)bUJRyg{Cfjb}hVu!b+iGlTLtnKsI^9uTvo
zkF6f0q$HMp5t=)$tYk~kEop|<@0eIIo~nb<TwAx}I;ME0{!-i?1J@2GoEaR|Nw=^8
z+Q!acwU77VxwcP0H6N*;j%tmPt@Cl)xB}~jZZ#cq!|UluTijnv^B^5ysScT0rTWSk
zCtFx>TjaB&23j#=X5X;27rb-;c{nnhsMM#QM?+I1u|))Cjed>YUQ`H@eU{x;HL~xs
zi`zym&C-WlZNZC2zU>#=ZPBg4=F{yt3iccB_9%b?uSnc6HlG*>5K#83?)EBRVrHIq
zw+GflwBC8Q=d+1+lYE}_gYV_!EHP4!W<3Ev6)k-W-sU>9a-gOosoQKpSlNxHy(j=9
zeI`CPa&mvo1CygI!3KfcfG7;+GrbM7*IQIVA(~Igm*LP`0$e3~5~XykamY2xeq}z#
z()s7+b1l!kJD)4VmQuEYmU)R@+|hFv)z|KrPts>c%XpjKp5NI=>NCBkp0F3{fgS~0
zcS8-hTQk+gcExzwJ~K-su;7jROtY-V?laOyKW}WyyK+fr9<bP5WNp~&c4X`-?AF6Z
zqPX<{nD2Dk9H)TUN4xF0TK4X|-Pm>G0eYL8umyzW84f(Tf_BY~mC4SRdz;=a5IUUR
zc;+A+4#=^)@GfloM}cM_dtMa1UvCd|dQ@Z&nzf0w>q6ldx!pEL$#t1w_Hrv>=2PLB
z0?k+N?OsDxf2V%s$_7)m2UCIZ(h44iGKS1v)+E*xDFg(B>oA5cSHJYk%AV+1J;R=k
z%FwuAqxP|-bLa8wSKl+u5nd!%OVTIcGo2<8QZ>S!CaN@Aj&RzlPopzqCTZX;ckX#x
z4OK+wt#|ZZ<|TMrWmKrb{X=iNG}jjPn8dY4>{F}9#53#k-074T;OF+813oU?O1mdT
zG3L~?mnRK2AB8WVU``vmn>XX3Tx|6)*keUqP|rUZZ+CD8iQa%W^!H4CK+qa?o1cl)
zP2+^tR)-j>N0ECiPXyv!4{@FdL32cG;ig_S;u7qRmo1b>O?snZi>mtwnOB^dAa(50
zVJ`AbS!T#p&YUqEOe4=1T7Jr0nLLV=wkag_0&DobNM$o+X{mMeV6^PT_asdeasHQ5
znP%OU;;YJhM}69CsgDgwJY+}PmL{pLNIECRm7X?JL~}b3Lp!bGti<PGwvT%<B!w&4
z9j#rL>Bge?+wmQ~8?jrIp=tY-WCR&6DcOeG(@~tn85fkcq}Nc7?UZaqQo>nTE$lBF
z#nL!SXo-h+6fIk&(6qkPcbG-3S>O2Cl<d}NtW94{dGm^>Vaaetpi9*HRVadZMVsE$
zgieNsJ?REn6}(uUP0<j{DW4bWXKoZP?k_W*3&k4&H_4w4k4cA!KuyoXsR|s3#%46`
zhfhi49^73E>S3=Y+<*3gcin1lfi5CXPH7gCFRyB$Es!N^s9RixQN+vF)?rMb;P&84
z3O_X?trrz>%NxLkj8{v0F_k2qP{O8&WU8uQ&smv&6VYNub}`z%VC$J1phfETNm!sY
zDJo*vZZ4?mv01~ntJvpZiS~!K3DlD;(Q>1b8ITX8F<K6-Xz*T+d>rK~0@)89;rKVi
zSPeUJ7Z-oxMnbkO`Z*>x?3|+FOjQs@;{-;}h~brO?>>KXz5ePD-EuJVw&EcaMs*A-
zv8uakv(&RFmYe;whIKrA&J-u7DMNcWvvTJMMx9)#%)neHvz)+9Oc|jxWN3;qjn^2f
z7>A0>+3HPo#A147pQPH02-v3cPvx_613ZeBEzPyZ*j!25HzSm10^_?r9#18!Y+8s_
z+y+m0zl--^*lry0zXym2(NoUn<d+Y7JgN@t=fghHgsD0GChKmpSC1zMDnc>62{#&l
z*LBx=!mmF-ENmI+0VaZY^!G6WYLBbk5q3so%7+J!2U}ECdLbOI0AoeePuL=;*Z??n
z*Zm{?v@H4~L`du^to`Jxu<j*l3M{>oOVTb-7|SD?X{eu=g~vXEiXf)A>gXfLp}x9{
zEd(BIbzAUyUkJLv%5rmIVR7E~7FtV7VbDsWUcahxoTB2c*msdKt&ex6wOZ(ios0D-
zh)B8RZAJP7K<wQ_O8u(&`VSQ$Ui!=(;=f{m^r@{NBk<P|5yhr1lj%Jb<}z{MM9J~+
zJ|0M-p=3~Qw<TLadvT3(f@{E;^e4}^XB+OD41<TLZ9ydGZ%={GLr*zCxbMsus1fJx
zN4W0{LaiOP<~3jJ?+a7QiShkqPqCQLKYZ>BdX_E4Qcj5_%lM%Kb{BOoH}h#1aHezE
zHMJ<1S2`FaVZ9VW7D{!=EulMzEtMo*<X%)?TAj|45o&6#dTlqtVznOi`y%elMVPep
z_lD6WKi-aa<9=M<+WUO2`qTIu_b#46cQ5Y5-_%F=b_wqcj^bJmF@=J7w?6oWLtLF)
z9Rye+K`?EJ`1WBwzNCui(hxDtEc71>Gg<L8Io1Wam>O~G=CCf(3YfZ-vG3G?oU9b7
ze|~H8ri@`@+s5P2%EM!ca?QbO9~8q<JnTWs-vu*(*@dcd275w*qJrY}#E8O)_e8Mo
zxK|Y=Aqi2WU}~2d&f7b1H(2t*PS@|Q^cKBvzJu4%d(C;+%zF#r0-U)5y|H~qwJa0J
z60Z-ZH*s$$;&su5WT2!MyLa*+7_DRJ<-UK{Mi3{^HpaOOhPWx`>~Gn?thwszHu&!S
z4bJ#x4pP6euAy%iK+RfbiUnQk{k%-82}~+T`eI<FO>~i<k1iaJL#nz{0;l$gbZO_N
zWrm9Gu=Htmrn?2qCY`Cf#4s(rGu4v_cJnedfSu_;4|t~O_eT*znsL=Lg-f70Fqy&`
z!5o`R6BUZtg7@vwRTy>?xJG&+{NfM`RJm7mVVF%8?!TW!JrAvD-rj0YJH638u11zS
z`^=3E4Kib%Y6f`17j}p)_Zoa+49X{zkOOnoA02`v_kS8;_X@3;C5qB@dk_v=0=MdE
zRU{se1INsH)`3LJqmrj1IyFAILMz6h?$X-V+lU8BF=8^|Lgy8Q{f7(PKPI=~vnjzs
zb%3dTMGI};EQ=O;2ismU?bCrW6A=wiYd3#p9kS?fovE%?93)gn6@1ztp{g%3LHfFW
z*lQx3&3w~eSPHu<%dKw5_dT!EYc95Z!#T04@^g?rt`~PPzhlDbb#X_PM*OUc2%wBz
zR~I$Yv9q_2&fNa8Q3#vX5|{N(HdD?@v<x9vevZ_dx&Yy_(&&7&QsbbB5v;pQCk^qZ
z(1ghd6XA%4x^wKST1KNV!t(Fg9*^h=k&n3c?J4kiC;|sK9?6V>8fWf)9FJrW%-2Rz
z{+RylWd$x*3Z4{&?eJm!ewRb{6?J_>Czj|Rhd!v$gpJwAeDJhd2y?)JwUFPT$bHW(
z1m7`S8;r*=ZJ|K!M-k9H`*&6%(7Qi)lVGXVUFoo{!>ENQG`d=8V$APe^&UonyNP(a
zbZiChg-ZdYU|$+WbwnrNgC@>!40~SKJgA>;`6&}OgENZHx7S7E=$L#UbQ&2kK^gK?
zmMvYz$5{##JKVU?RSNnfmkn{FIRFr1A74nSB4&`*fjoNMO+*wzd<dMoiBjEoGIqx}
zg`()l9^yD4ZV>KV@Ng;akalsogX<$ic}5_h?Kq}muevL0g-}Jf9ik`?bk~HQ86rx#
zirO#=@!}kwPaVUTNC!4jO+y{<BJL<cPzQRg1t(_-0s_gat)Il(h;2C8!m;56c?U+p
zjYP;I1SrBC)OLu$KqkDQ8uiqD7))#su4p~n8{^|AF!I%^;88NY<dK>0c9!P7<xaER
zX@_mEyVMQ*rB1KA*jnf=cY>Z?<vGsg8DY372WXwfhez(cETFzR!2KDum{Go0j#8KH
zTmK2;ezFf-`<N`3AxrW*r5F|=u7Pg)vkfb#n6zMCvS9svFYkG1HwOqSXb*rIZSH%7
z6|~_+f>U!y$(JK4y<E4Mrn?m1#+MZJgk)~kpFP)ekb)j-$g~oD<j{cu3rgZ9KCL>!
zgLYtbr0g~LX=8jiGZAiTI_Sr-iut%rB0b=^b54t_6yr^W0Yw0>3Uy#4*IDwqDO`Lj
zL89_<y1-LefV{pg>zl?vk~OLPq<Br2t0QiY#ByrA-H^x!K~(cpq(D5kfV=$wDuCz~
zHvf<pPU12R{tEQi$JpC}35a;(RiQ#Pn5#b8j{I#}!Rb*9BkUm7Ibl!I-xJTB^g;^m
z3nT<I1i+=>OryOj*`wgaSlnJglRz@G1{p}l-;-}wcvzzG>IbO>aY70bJ;qQM)*!w&
zz`OOh0uvZsm-G+3CgP3LXBmt~5qd*EZdgrie2;SPmcECu;PqDU3PRXi@j9LP#pX)e
zUkH|3J#VS)EiJUtV8T2Ps_I<gO8REaYbr?%A~O-6OQ>Xh>Yy()_`H!19vIQGRX=AF
zx1Tj&&VRO1{S}uKPK|F<iO*v}KEOKy*<nz8#Up@s1hN=KGK{&AKRNp^53%$?>@*&)
zEIn9SsKv?S8ks9}=&8vTmNg+*Y?f&hTZX<enhe$@zP1kKP4D4UgR&R7Wt&T$(~`i_
zXE?dP_WQ~G`h3k%iu+lmmS`1+exRVRFmC75>J>cVzZt!v{Pp+gyyKL<={A+Cp8Cnx
zBE#2|6H9HU3;>N&PD%Oh7Vf*Z5Vc=fv(&Jpj}8+j`K?WupTI)U#atG)oKo#jRs73h
zD1sJ?M~}c)!341um3=Cdp23b%EO^^bK^{jjj#BUnSd?V!XK*JY&nloCkSQvn5kG=4
z0FEK(RN{u0?9h{Va5)V7J+=kq&U3qXF2G;%yr8q_Eqe3eLZ><Jhwb(<cKIudcrce4
zoO9$pdD;H*nM%;CRr4R<sWK5xx`FT-(iFEriUHzW!tpHJq{EWN#?_xDja#07XXC4S
z66`c4$*6%YR8{_+tLXDsaGyax9>7*0JBrLqr*3RyL99?#*d6+%fX&d3^m;lDOosh<
zOs^c4J=B`qNQ?M8&xemoR{xjp!cUhyzA}x={rpm;{J3_%KUbT~J%Gyb4T6`;UB?3m
zpl_lz_3N7`^?ZH+v9xyQfiHucDk7H-LF9Ivr}K$LhwMOQMTEQSgP%7yGv$6-hEL|!
z4>m`WFq7ejQ!`x0JAc_6e`w_>>mQ0h@c^$s;zJp>X9~WvFEZrp{7t01oxcgGul0}7
zWqPMNL-xkL$gbV_Cen8B4-$&KK!G)Scw{C+?~6mw!&&gKgxuXjki%hg?8C4i9^52X
z461h+gh8gFn}?u`Cj#*pO|XW?H+zWEKMwnQcLo#=B}04TS<&9uyp<unehAWXDaHZ?
z?i!0|qUf6p-P=z~cU`<&nxVQsrnR}ts_m_bxRl9|-7k|-FrNoOJi)02*;}R@Yzv?L
zv4S!$G$z6~5qZ%)z>Aif;RupX@LZ;<U+$}4%V~$W!3kE!@owbPB}<0-+P<g@M^}ho
z;R^deG4Y+jWiPmXHA8T9Uj$KI|C@*+M3aEoK*;Z%BtvL_{3HosH3$b3@fxwAq`&W4
za(6NyzoQJ*{YfiLRS4VBWH{D@GxYW+UQ&9os^1lF=yg>Tb9kr2dnzkl4pLJYi<`Pq
z#yS`!h)t8J>Hb*WSY><tNwS?r)5?(B-#8oOP`O*Uvdk^q(-+Vy-(bCgtcef;ORe<N
zGprpn!}Wt^xO&hG_wyMR_ccps5XC^+9k8<R%n;QD`Iq*UADY*LwUvC;m-nB$we(ck
z=i5(}eQDva*~ysg!To}^@2}@&_M*lgB!5xs50byA`JeA=?4%jP1Nl+FKW{OW?c@QT
zXTZYpzzYHnV)%9;RNDp?gLR<9V(`*}n)?MsCzI}!q5+*&G{Dn}26$T0*sV_~8qjG)
z13ay0fOXLYoiZ@Wekb4K1lEO@z;)>*a9#YHdHV5)8(uIX@kke42-O7_LUpkP(8p=H
z1$_djF1Q%1OD+cMqR$#F_IHPm{p~Go@3}lk7g_+*B^JPRac2ygW?8Ri(se;ufG#Bq
z&_(1slWxwqQTgs5s4lJ;tP3p$>!R~uI?oHa>^%1gur9m=u1hb0>*8;6Cr&+GfUxti
z@5RF@Dl#C6KYwRq;0@sxKh7vWvPntkjj$aaBF0VfpcjqwQv^Q{Mc$ix@ZbR+NPQGx
ztF#?rcisyg;7zs%vD)}5nf9TqpxhFM!CbI6@JOci<9KJnaitV){)5k;4tZjqBX}ek
z<H+iWa|{M{d>oY`odFb9k&CddYt<I~g<c90-}3Onlj;Lqr!TQ5!J}v=!Yzn60ItWQ
zt;R;&8za0x_&|6{O4mlO|6n)7butIQ;tGDq$gXfZV`LWr2{m%%zn_YPcnTvI8|pc6
zvyN-@F8mE7A-burLQhps$k1i??gU=^Vnat(ayaQGM~rSbz{VeM`N5J7lw4H4+5ob+
z8K>>QUPHWf)PPkRTsJUJ_8OEOws#R;?32Exlo4ilF7~<NXgoAaHY!D@?#M`JI7FxG
zd6>(|!f-tQC>n2zXbmx(O-EHDpWB^8eTo4=o)x0KgiCkxi2ESy{=^%JK?oDXzGw=f
zd{%{Fph-pU$Y8UF*n(r25U{BrZt&$+R79FU;izE}Rz-b8U8pm61>Le9#oL7wm@L2`
zkj_)chOl~pPEjssd%sh(<r44t_{<5ezt~<uh={PW;CI{p%8HK&5zQ8!EbPMiZz&A*
z<-keBG}@h06C2mjADX3*4A<j6dA9P~K>*h`t+#x?Q-*cf3|-}XP=-dkLoTrt$&9G`
zVHqW>Jnih5t^7tB!Lt-6jpycMTxpH&VacR>aU;aD8n{qGX!`=RKYpeM)g^L@>-76u
z*z>q$S+qU*rnyrZ{jQjnyZntC8wRjw@n9}5`{d>54Ub+sKq!&L`Z7$r+RY}1jVd=V
zD5F`H&b8h<1Xu3g(=pp24J4G@^WU(?;P7Q|%MPh9aQ0L=cv%bwxkepxPG}igK1c_(
z3D70#v3jC|fyQ(W=JoO<Y^qA`+WkPvOj<Mf?fV<nTZ%GT)24cSm~XpPrvJ_|7gRUs
z2^qjo`Y_A$rB47Y+C9%#XN$sw5ZB7l5b6ZE6;$~KJ%J%Vp8qAk2DQ{@i^YxpMi{ym
zl_SHWM~^J+OKD=Hl{Gl)14aFFSuX7Us&sNk&I7nH;Olyr)63VDGYxcG-G$Ka_Li5t
zR;#npUTS0e-E0Nj#a?@HVP$bya~H4BXZev}JV7A!!p$4p#qSlsuv7=(RX#~{eo%zM
zX^2Jz6^5c^FvYhSWRzCNMLxsb61X-FWW+*3>q8yyps?zI8)dy)RMyWXaT?R1kO+?4
z$KGSE$5Hj={UTy0td1b13Wc3eufw&&i0aAKjht**FtS&r24=h}d1mh%Lde1pqQqKl
zoO!w%`;~SZu?3s8g<h|zn)B^0`gte`SL_99nvzgDLYcvFZ)}vJnuDpbJ@JFty<AOr
z!jtvWyc7x@%br-JLIh^ce|d;`v46#2de=6x;1a#$OMBR#Rq@;fPphTykRMd(a88l^
zt9mBeajMR#RN--+z$J(Cb8t$$8>jFUcT&nkN5{g=?FcH%+HwkXoYMq`JcJ)sEo_B+
zs?I1mFcq-M&>K*+JJ7aUE%)+h4~GhOE^JKt{pg`Lm~#PJAx*sFZpOP<)<+1<K&kDP
zyE+I);Uo8Eh)1CjJaUIu-!;}m$U_Zomfo&=5y#fRt@kyq86wQ3(A_SUr4bHBpzy#R
z0oEB~Y~1DF$JuJR7rSwC2}Y1Z+I9}YBB#xd_;kr|G*FrirhxVt<WBg(DxzP)x(dO)
z;7~!vHaJRAVX~#`BsnN3Md#?>6ky}@2xmjWC?TKG{iKT{5SQXu_!LVssP?^Y_CAFs
zMn^~&sHZLnZx44A!YwF4B@#^qQ8?*13O*Q=f3SrEBjLv>OgM>Fg8GKFwEEBs2jNJa
z%urhpDVr@bad<?-qO62TarBKVYk9JS(<?U~f;`?u2!zImQ5V|YfHX^-UeQ4hd6vw%
z)Gp|PpsLPx<XhnZp5JwUHNivA;z4h5__ZBvp$mqvxhZJ3R(o}8YvBM&ENVC>dZtF_
zP4Y+y8nJp3(R~=f<8?dkhc($Z0)bR!M&O_ziTg<crT4sii~wD59=*SYvFIn-YL(n>
z=@oMkPc_YmmMe<Fe^-sxL$5y}&ze}gkuDxRzmUf0NG|ZHUIIhV5qc}(_t&{uNi|a=
z{pK1~t$Iy!BN;7G14(NgBh)<($%Jc;7#T5|Yj?!aB{fCC;F+7HzII2@1;ZiYD{n4n
zsL2=tr_=$t4dXyjMsCGV3?CxR!37rs5WC((ynX882ph+eutx?JdDOTLPv8mm8oIyW
zF;w3|13u>%u$qpmJD-mDHmlVi|JYr-a?e$JB}@hxjutWq10?GN{&vxUdoE_qHa0*a
znjlVDb#bB>9>pUHSSt@3t!ev-G@S$x$CB8u;H?j_XPLuH+oGdbI{d_p6B~lLDol33
zNhs7C1+E?`bO22nj*Bb(pX9J4pW@Im3}M<Fy1yW-TI5gIRqKyGVJWmNXQ8#xQZrMC
zBg*w@l>*}i<jF<U9>E^EhMG}GUZhe-KshE}>hD$i5j?*L`4`lINQdm)lf`}3Xn;?`
zIw+Fs*e{V?oT`7y+q5bT!yF{DmV$1ly9f*GmXFXiaHg7H30Jz^AXxDH-oiX~Ze6`W
z<Jb01>Y-!_dRnK@GZy-x3g?Y9JsU0Nojk~Xis<ze;X2j`IFWN{ucVOlc_RZIFLc}+
z_xLW#tOV>Ig!da$`p}@HK(YbWE0ymRU|q&>x)I0k`{gM0>*_IYz2*FP3NmVlh{IU7
zG`5TYL<6R`oOl6JlwODZT3@~tn=9mdMTP8*@kACaBUol}#l_w5egSTFyi(zrR)cZS
zM4CcO?$asc6e{-Y#_KK)!ZP4hc)N|7IL1<696k|KUm-fFz$vJ($sg|)6mB=DXuu>!
zJ^x}yVZn@TwfZ}y1=lx>SBX9<N82>xKfhUkm(Gv33!rA8#0w>Gy)b14xv26)Z@*|8
z;-ZyVrf4D}D8sJJr$rMHSPv1Jfe95gldL=$UNqQtRf_nACXGMN%=scx_N!Y(eZ;R;
zL9gRF6-~b{u~-F0yNaeC<Ir1&Pz{*eYw1Xu1N@eq%rb;?8GS2;kwpvy5~CPBW1(m%
z#E8Zq2t=OB3^!!8fERM9gk%Kv*-RtMp*7lVCZ9>O*rUV#Y(_rgjW(k{c-5%i!hI_Y
zQdKjGFz%AVmoP?=SQ9tZ`t)=PskLM^@gwb3!u!In4{?4l?Od&B@A&&(*7G<jTd>be
zrXQ7Yr>o)T{(ha##u!$#ndb>q_Q}zc$}eilkIBwT-+x@et<*d9cC8uc2N9npfZ4R;
zwI^N8lr?jDI``)Dz2?gdlu+bLj?=!dS>qtbX%;hZ!=Cp1jJd>l-nV?tG09VOk9ZR2
zZR|idh1Hzjcucg?r)Q>duJgp}%Kh;+4{6HLN9kmTqM*F0yDJ4cC>LOgg@y}|TF^pd
zQTs0sry^EuB*%I4B6jipa1RG*I55JI4($>-_StKz0_Oe^LW=-L<voV2aT*D2>Jgi0
zfmP&dtMUOEwOLiL_cnn!hgkW-;D<K3bl5@rZ{GbJB@Bh_1}p7etJmzd7gt(-XDR3{
zcNUgIgtYIp+6Zr-2C{!$<xm^dlmzbukpj(K7RB{c>YNFxU-RH-qxG~R3<TqiQd=Ii
zskLYzP`-XI&rzyg9^q=bX;xaJg>z?w!!WN8Rfc=RQR;_<_OppMGAdkD+Wj!xG0CW{
zyC6g3z}=yC6FR-VerIFtD~2j%GKI>RCk$3<S_<A=U1ONi#|VafJuZ<MV04}Y)Ymrd
ztSmM8*ugRSpAm}HL!y0?4$chjaXwV#oD%w=RkYeGi|Q(_(Cl$F>h&-<%#cd8wNMT4
z2U6Lzz+d372?6mmmnb#b!jWwBN7xgkj8HVd_HM`MG3I6~KyFcGY5Y}BDD_lSgoZxd
zCsU)1zEk_(0>ssB689(L&_Mpg=mMMSZMYQ>6Wheq&ZdC4;5dWw4@xQH)Q|LTYrxGx
zwd)~y)gWw+h>d!0^NN92-eCd@r^2dd%iAOn=~z!;PA!^xO5qtpaFaPZ9WScm&tc`P
zkd2NiLB2ygt*~opw-#VCV`WBddJ&q=zA8jD4~%X$go~Qz;*oDf%V25+6{T_8)ky-e
zlLD&`Gc=+xkT%j9-XrsH(ZSQ*n9mAPRK<Em!x%yfCreA8qdr?h#W9*%pb)TT@%vlY
z^Vr25z$(({cg309<*<r0fJIuG%Ah|uXZUP4_ZiM;*wLN1biPzB-x^L00LWza`N>WF
z<`7Liz|JY#bQ+M7?b)HNFtdZqO?%q?84t*T?Hdjgz>zDR4&T(bF;cXBKXoz%kqXb*
zUVbdz0)ssoR&-p4UA$Z8@0Wb|PSicWKH1^D$~&w4AlRIILyU3LiWYvmKqm5tvaIed
zam!2F5AmXwD?Cqn&`nVRnfb_Ht-2HtQA9dadl+)}5Eqf9dFiS?8Ac=A)O9KT5$@qV
zT&7p6KXku7&lfhh9bO;BTO$v454fik9upMyq91$W)iA2o4P2gwqZ&2=$c?A1_u$?#
zL{!J!ug~KWe$TxHS9^C|21lNw3;D)s01FNZ*t9`mo%>YR;sP6UE?#Y0tbU>`Lc?y|
z5B;P*3?A3RVAA+|yTe~LhLdj6NDw&%76^i3eS5sy|6Cd|7~v(Ay=w9qHIiDK>rweK
znv1Jh_dLcx_*!6#gf~FN$*5de&won!L2N%mL{TbnJuH1+k|g#cuuf1lo>!$l6hlRZ
zpLCy1kEp@QLA*3VNqD48Ws_v2`;5s4%4&fPDwO{XtRTddt?>SNB!XFKHepK`GR7rN
zP$4<VFUBl-0FwxH`Hr19Zr$O}L)D|y?NN+i*(N_$p`MU)jJ)43?>})dp2T>vHGJ&R
z6ZHv(YPBzJKk2TZk2szP%4s%3^dAiwU4!dZ$nm2~e+ngvRuIM|JP>q=9H%Y`a8euh
z^pmbIP?51my$RfiaWR2ym}-*IY%nQCUdI&6aS29AHC}oTSwo>F^l{aE_0wHm_7|Jo
zrIn5shRcg#XSp}O++1F42lLBebGhwn{p%f-Lp#;1((AkA*Yz;0Uq=7J|14k)(9!Rd
znOHY5LW)X?AlX>NZ4g0K86opZndEcpRlPzCQ(?^(qUH+b4;PYoElncG*d~mkJ&j~V
zB}(=gy~3*8^7gu{U^|%y^CTJLxjpS+WEMm3;u(+b6;>ttw4U~|$`X>-aonuJmeUPT
zdU8{UV!xzU*zOJUJ-x!}2n_2%K$x)QrJ6+BN4@0(b=<VVA|;C1n;#VwsnF;ejmdp?
z3Z7jzdHN%kjCe%8aF9DGubmS+MuysVUR+lCtWNI`n%<NfE90R~+*KeHH0&N*L2pqN
z%=*l?snqAO6Z+h~w3vFIRWKx((Rd$Qq5>>);8Mn!{*4E?e7iC|e;&#d|MC!wdVnoS
zS^FDi&y?&@erAuxGboiC{j{4ErgPBEiq5CU<0zb~;l*+US4GDPES;Yi_qPCn3d!v+
z{!|{e@&kGoVHrH>!QSo?{Gi8STo1y}=iD!&oiP-gtCOAW_~8I=#YEw_R|~uW9*j|G
z;>u($Zwfu#;#oJ>{xa=8MfQt@e^#80YNZy&BJ_j~{Z+nad6aEIr%8lox#v@SeNr_^
zg+t5&+7u`q7#j~64z>!z>W45dgon2>gp5eV#rB2w2ecEYBimpL%IQ!T7sdm`gAK(N
zp|jM%ZA@pm(`mS(iV)6ZM*eyA6Z9q(ymsx{HJ3uLiM`Yvse_|@c_`}&TMM|lVPA#}
zWd1V|9&XnL52H~$*cHanHAw|=tm<y7*+kp|xe=iamNa<AmW1NWYJ*sJ0wdRvt9+H%
z7&7yS-#qpaD_#?~OP!#()a@<yR$B8tzZtZexN=%f4Iyi?tDRS5r7iy`haIHW;Z^^*
zo>~Q~JdSFq%w)jp>`}#tZ<*9#6o`QTV99hbF9sVFnb5l>nAf#clwBuXls;hA%5WK?
zXe_qgI!x$$c9}B#1;XI&q)Hh-btpUPs)<t2i0_sY#N)~2Ey>O0*A0v4O3VWCA59@o
zhG<OujD-iTWWf7bKtUlN<ZwhCN%b0RF`+kXq|qqW7mzmSx<456g@cm;!J$u&*@qTE
z;<BWmZv5n;>@|s1P&;-RlxV5pmOb9Ez|Awh-9tbrAa4(YKp?Kl%?<rhgP3Fmg!Cf}
z5<v#9=Pu5aq9WVpYi#!kj%i4OK50@gT0y1Qu~L9wyer*xxmNakN5}?mxDCVS5-{us
z!vKL!7;HCK1`pIMU`qf6tY3SaS{c7?G07&}Et#;*v;-*_TbsuO(i7XiDZ^uG7Pe&z
zLkkMCMS(^vC@|A1oB?yI&RXro{b4fJ($LOz4@)BFvipJ{1=TyDu<brcg{o!xY`4W0
zf)=7ZgmQjb2sZm*dRb6=@-dHED0bs?w^}&%yb~Q@!R=Z?JnGrPUC4UhvyEX*DiVC)
zRuDd-RqHetvb(|G=hB|X?r+K7Z%o_$nO(02naB9-jSUlO4h*wH_LH+d+wFU<7MZIs
zzHvEmBe@4o($UUOhL1!4A$<Q>uX$P3w|w*YBwNX;uTT^}|1HbRTXtppZhybIhkyNC
zcf0u>r<9W2?V8PP``_K>O5w&m?XH%``JlVnr!rqW<jW=HZ_iI-C#TTRu#CyLU(-{)
z>dz(-qS8|gJleCL!Rh)-+-pU!3VUrcspB`-u3WplaZPdUO>7e>?oX@Z{xrtBAUOSo
zvK2}<<R!6*bT9w%fB2ix0G`TFmqU7<jGU8Yp4+I5y8#!!emAv)Id7-B7ZJT}=TgF0
z^(5qLM7vD);tr~C3ErrEx&t)uc#2V697jaPL7U~*BV?~BzrIYz7yMPH9!K;&m3q?A
z*-mllN%SCak0a|ze8E@zpM2EQzaOwiq2bp|O<I|6FE)Nf;~`=arWwSy+WvAi@M;U3
zT2<zkP@4)5)d9*yo`YxOa!$aDeGySTw8h`Yt9*$BC(J~6;NsANZ`OwL-c(ij=>L~;
zq<kiiFKX!|0f%n^oY)O2DmQsU;}BvD=kvO7$X4kX_|$D0&+fux3;wV&_#d5|&{>8;
z6)xHIo9>JOtEME?U08bgh`^JRet`IS<0$E=$MlSPg9^D*C-49lasKezqy}f_0GDvC
z=SolO!DJUsp;R5&K3ueIAsXR`E<lAhG}^Rb)*M%zaQanVufPE<)tl_H?8m!gw2hO7
zgxfF9f6_|U-Sj)7P^6+XAI_M>TL_|uROcelVwVn=@US7;6hPk|MO~cj;D(=i6HRsl
z;hIX9wJNtx<yN6mxQM-lb2`eDRs*jIa~F%FFdBb~YY1al@n#VXj)>KGeiH@N(~Re<
z(ixik<rPYZmm!9tULYbe((QEQQ&Xuecwt$wBJ&q+MYD8qBq1`LM|Ic41Iwc02Z)*Q
z|Fict-)$sWz8F>d&MMY-Raf_P&t$24T2c=I5+DhZnyNA>ijvr^uNEoQ%;|YYlK>I~
zMj*h#ha~o!@$t$_Z|t3yUfJio?c2Q7J9GSYKK={5@jqh!?v1#Sk(rS|f}|)`HP~H3
zX5@_<5jVc?Cx{c3KWCgi4q)a?-a$zT01h6h;6}HNP#Tl~OJMfwq~z*URbj`G1E*Ra
zUJ#<SYW~0P{mXuHJ}P8h36@!854w?~185yY-$5D@Jby<v@f4RCQ6NFz;h@kZjwe(k
zFiKdKEZ!lxi@IUIa~&dN@_g!}VffcVDS;*DJajU32WBrqJRzPmD<kZ6yRd4m6RWWZ
zNk6xy598%(xYvWyW1qY_%pahi`}5cmRtgJ{@hlZoENKdXRrtZIc1jar&I>SV$ay7t
ze1KI03b$<&WC}VG0l6&TsS?#v3-wLuqYSm90t?XUP)dTZl9x3%O8gF<J7HYgp^+`@
zNDLi{j70);$x4e7xs{+anS=fl`19gLL}%=KdMMQNkcUrhxB<Y}YNNGa!q&qMyjB<w
znU`sJN4z9iSG_l|C4bejY;@0+<Xd91$n$zm_@}ZrU3$8;ap$4z<X15ku|K!F!qWO!
zbP(q6Bc@BSDSOOUvGf;D)N&qu|JwO|qrDfx;vFUn2GOSm@IkO&tq0MUPt2ExVQ&xT
zcq#iM^I<0(M9C2*gdK<4MD*qAKCB@M&EcM4xJt`_osc4(+$ug2w>ywDP@ppnxWXou
zequ!`ZnWE?LV*zrR|yHfYDKfZde{vLYT?%?R~5=&kK)L~zXjGT(hY^DEb^m3{m+Xn
z)(^cO>T!k+HRIt!jq9UC#dPw|6Unfb$8td)2sFTFNq~D{M}I<O_1NlL#HV7+DD!7Y
z2)&MG6%Kwbd8rURt(mWq`7x+?(bfn)PkyKO>~F?NLMk6=Vd;EdBysLoS_5AuKR)Gy
zNLG7HFd7YzYR_FAuvdRKKR9-o=d<x3^*P_~)v{`2hH@6bk1buM`~~vnK}Y$EbiC)I
zJlzMPKcUVH`FX~+g+p5(;3k<N<8MfMOXxo_h|^0-RAqU}9%@qG4+?i4Ke+Sa>Bgfw
zkBw(#$v*u(SqcczFR3M+1|47CW-gqkr}NgB5>QhCNth_FWHMOHL-xopAk&ApLjmcO
zSWj}_^C$qj!TbqmDq*s`=P#tzD}&KIWRD1`#cbiuqsK3Ho;=vzeHhsn8U)ja)1iQL
zN4m7^E=<EtQ%;lu(kWN^&`%!hx8Bg=4n8aXJCAA2{6bTp0H+cr%}tIbtxbdR3G(!L
zR6DmarRs<2s7X@f)ZWp1{1>z1;Vu;xJbjiPoe`rUK#+scsN)QTLKmGrPY!Xa2r0^{
zhDp*7(!5W2<JiR^bLZ~krw_ND?q~p<KCz?R+1h%tv-QVh?&<p}QQ!hjo;>JOdD3ec
zybv=SQ``fvLy|R)hG_E3^!+VUKqhR;{R#T_JPEbTpFpM(Cdf(~91xRaY}DURU_6|g
zc|EFyKgMs_efE>+FEJwfF?Nl!&PVAl$@7KUi?<#=d9bm&_2T}<&L6fOJa85>O?>+l
zAg<4`)=lZx54m4AHy%9L+1=Ru!`rX<v;;Q=bdO$%ZLw+4?3Go{Utg&n-TlWWTRSf{
zA3xgJefn&3_pv!V|BS!mK)tnn@6n6R7teOK0Ch*s*6AXrDQ}wstP6AnQ+m{2cF)UP
zR*bfLTaUJ$Zf{Qea}+V(>NkBck`C3qYkV>~%g*jyC-^k+<R~E1$GC~aN-Alpl=vIc
zBq3iGJpk;xQ@Zxq13(H>?2w&}yVK)WntZ37!pAR};aP=e_i0v+Y5ECKKqifrcwtHt
z<CFeVfAVXJlY~4Obmt#+LYp$D4{wJ8(w9lii;L>k#DxlssevTq%w*2%N8Q(@Jaq$m
z^7z3&{$YE13^(0z`VS|3r+)bO(Z-#-8{1PR$?12cl*kLU2ln!)zv(VLiaO43(c1NW
zr(1YaIDk`XXk$BJPcl(YQ7JwPb#{+>I*XDZ?ruNadi-oxrzsZaqpk0Wbpq+))9vTm
zkM8M@&b#$UrfBAIU7?~vHf}%I()c~*%G}$yvnv<(uQ_GwA0YpH@o;PR{^L74FSZ}O
z*mwd(n$3;f?dOu!rHeOZ>uI{a+n;mLpt7~7@OCwIyG&Oxd;AKMPwQ0ezTjO(WB3)1
zn1|0E>~6n!vhj4|;R_zgn-4a2cD7_#rAwQpymboLV<5Az>|W2za#lW^oB8~#RORIB
zaY9p8t?+lZ|6%KnuH#2~h2PwIvbzmN{mEB-iqWQkES^`ou&N=~&Z(u?94uH%zD;iU
zM*s=#w}n^mr+(!W163OsC`Be}7GT8bpv24CEX%adf_#^cQlBegtCdxmpSBsvh;jHw
zV}qX!lq8yrM>bK(&Su&0X9Jy!LXu}GcD*O%CF?PLKf4t8Wn$?l?A5wK!p@IsA74kl
zytmmk)__~e?=%c3Wg4HA=1P4oQX~6WwVJLeFSF-;l4vr=Phw4Z?|k;6qHp*K$;xzz
zN%qHCe$OHQc66vr+OyoUpJd&H@cD$<F%ldl>n~C}kMd^%&mR`<_`Wj>Gjj5ILf%29
z+l@u0clmgdTSBrOCy9G{giTWSr}6%?)I!p4!fzOym6^ZzD)Py_9R`>lTn&NF#=}X@
z_GF7r68H4rnxyVe>wS7~{ZaMjQBI$_fk(;uRdT->B-~pAcYMQn-?&(w9$L@H$PxqT
zF?@{6@aIOZ;IVtiP*DvqZ{v-sbMaS`WI1c~JC}!7BVOXTF^;Q!vXRsGvqpi`+O|*L
zEgKZA$NVMMHul?gmpndC`M-un@ATm$kGjc*oFwk)nv$gMPxAeX<avpG+*nPGFDO@b
z$OX=HHL(cvP9INl#wQzclDM@CiG-G~;}l|!ZpqqA-`x}tf_+#xT`k{4ZBhaQax7jO
zbZ|VkAmfY4EJfT>Fw+&qqS8Bk6#M2ecduOcrlggQ-7p!qb{apQdIhE@om3zE6cavA
zo^<wG{hHO#_}X;&A-+ymC5t}q^zqaeg=A|_y#mu!DcJ=-$@i3e6d_q^L9cE#Hoh=@
zbVmU^Md+IDbb+$y^iCg7^0Jg{$Xme;ma+Q#%n@!yf4WE^t8OJvY9lg8&Ckutll&Sz
zPVv9L-Ut^LOUn!8%0gvzp^QK^wbF99Tw1EHRoB8`b+HkKtJO-Q5jIvzi;K%kD{DbH
ztgO~omx6k&QeDuP*GplrRt*-*wdHc9UaHmBN<kHfs`bUnQdnCK*TU6WwX#w|{-u@D
z>Pop$3CoqnLJ+R3EY_FGf@dLEuC0WCsntu>(sE;=gvis&rC@Op(O!a;u(G^dtt~Vb
zstc9Uay1B6!}3b0u~b9dN@2MqGj@HsgshcPb#0-tP%2fI%e6`c4OppEOF_7X-<5@W
zP+40nmrJF^puAKG7S<Z83oEq>YPMFEpj+$JaAkRUd9krrTd4-6dNnMst=5CpQlo_W
zEiBj8>Wgdj`f6A&S4x%ITD4wpl$OiOwP3Zjuoy0_O1tnqT&gq{tChu45QL?r#l`9>
z>aiA7YL(S$eW|n(R+mA!rG?eTLS<>OUaKvvtSqlI!dkdo7W$l*VNkRK7S@7l(4Lnt
zIrG^=$+|C?ICUbm`StTh!G3tlid!`6Jy&s3Zut_6Y}SgNbIUKydYe>q!N7g@tzRmZ
z7G^z;y;7i<KDT@oJ!aN>fB;9GJ`!&4+*vfQg$BYD-STw+JYeh|9QIm!%>hb1!6<mM
z9>S*~gz&Ag(d}lvhX_HT!cg4u$4AYh#_l1e5JlMP-|{C4FgNS%Lhm}P7hbmp&0GGx
z`<wo^-});E`?lo!|N5`9o}c{V&*fry)aRvQY4qojxhuuRQMp$~SFN;w>{&HmMZ>bn
z#?V<saGtXN+u!=%_-j0h?sxaYgJ2KCBOg_1JPyJ=1ctw*=|<#545(Re=djZ~=(o^8
z>MvI?y;<*0*st|k90KhY^+sf5a>THDgoI+2L2A0!3-*r@S&uLQiw-Gw0>SkX2#*k7
zk1(7}h&{p-(fS0U>=D9a1lptQMf&F?<Lwc?6A8ITh_a*ZnYy27@I8a|cRZfoN(??K
z!}s4pAU=h7Y&1RsJCT5Vs=T8_<)fTD@JygX3JvJk;${E0VxLBF_}szy2=@ub=Oc7E
zL-fshvtIZHk<tn(mLnem`n<xb@OfM{37tnTV)iIu^HOP6$h^#NcDTG4kO`F+OO-Hr
zu|yRjFP<df@hH`V#-kVJc2S%>YOro9ofP^lDCi&h%`m7l7@w19tRt8$C6GNWg*ME;
z@ww0snk^KJS{xrekOX^r?~D$EvtFYe?4gwi4~UIdM^B|9?S0cfVr)N!rx6U>I1BFf
zh9M<9<nWyGt}8%R$|~YhM%j}G0gM%XH)!``rR#)QPlr7v==*&c%=K0e=M02;qhxgw
zRskxJO0m%V@4j8aDTxj`%X65467$R|v(QG^$RQtnG*uD$6X$9IDHQxih@JYX@1xy1
zcp)zlt%gtiaU&wfO@dF=LB~7f!}<b_WU4ASxg$2B%1}EvD0KPMgDTqr%;<Bdi7^r{
zg<0g2T&cKZs{MWF2kqCvVV~lUB8;#K<br*<7uE)d*9*IqCgPGJ+Hc3->r$}SL9^E#
z?lt|LK^=xIy7f0&6q=Qyu)c0$!P)Op7+((M8g>RZnG~SW{qE}!fgb1l`<Q<|)|vwl
z3<(Xyk@XS$@%wJCURjz09{+XdHv@{s+ojN~wU@daI+W{@DF$sX6e`nvzd_Sl(>Fmb
zD~8iZdKm(sClKhF5646^9Fh&m5Y%zlM&wJ5fK2g<H36%`R(rtp*+OjJKCTcNk{3~&
zF>&y<V*AcfMN+9zyvmI4pn3Ke9j!70KnJVL{HkMBW_*`Wl^LI@b(x>uWPPGIl^MA>
zOl8J56{RxcqX|-(@m*q6nhwPsuOI=m_35u48&`YHnjTiko=tXY@vaUyq&hdT(qP1Q
z`V>GHmw2o=7-5TZ2$UNh^ur(M9T#<sIG*s)j82baJE#nnf+(7dY7y2Po()uMn(({;
zB{l^2DkMM!9SN4|RHns(2C9V?>9{v)9KQdUW@2IM%>cXv?2uTWBq*$2DE~O@V%t?{
zqK4(jsIrVDI)bneWQ5v5vxM`1L#nTZR@B(2RcQ>y&AdD7N^vQ3>Df&CGgtkVc4Te_
zB^@p)9`_y@54LKEdwp;aVzuF*=){#+!QN0z4pZFIk)Bx*aj#9(!g`GSeBka-rUF{v
zBeHh8^-4v3Mz8u9LxqE0YhOY|r^*A-s6ZNLhLBW;ihG0!KGV#dpb?t*(vBw1`BX!+
zmxA#sLbN!rcb_s2I|$p2(w6Lc`8QAs6C%4uY)8bVE_xGI!P(mgLrxnYPC5O-YcP_U
zhkn1+sfC!OyfbJT_FMZcM7yUm15`VRO@+Yd{HnvI5?p-lFvTc2d%L#ENadAQB^H<H
z(1MW+ZWV?HxPiL#*eH*B2bYcbu>xy}apvjHJZg#<uaPFJ850;MYsFPPC}<Q!XPKCO
zj_HgYZ1uG!#e>I^j9}3U9)ZOrbUPgwI^9lz=0g7vEW3TPXq(pR@-Wo5Im&&{3^lrB
zfy;@G!oj8nmW@wG3q+Myq2#*_I$rd{IUiBBaXwVN1w4HOHTMI5ANo5u3exd}rb)yX
z!DXY>rejjO)gOGVvZZOPefOzFAnCMErP@=KMhdU<yNOjyrP_m8!)gC~8WlO_Q&rJ;
zMmgp~o+vu5LSQX@R27U!MPWW~(bQM3L$gh~#?_AY_oh&0IeIhw|6t?My=NQuw!lye
z_V$CmU+;FV57ePB=p54N5+_uSPLETcJ^$@v;GK{!E3wUK^U0I=_>Ag}4rcZ_7M423
z#xo49P8inv{sE4@#I^Kkgaqw2_qrY8UI#8W<3z6|62M%gCuXd8a+;%CLqR!gG6<fu
zhw4D>BYruK$vhx&7Djw-h(R&D5M&<rRXTq{VFN4E9@D@@d3M{S$iDRt;;)NHKxekX
z&agGWK&HnZ$X`#b8LH#9+)~3gn2FtbSm+PxtuErV>l=yCHsfAIBc&O?fXNt)cn2y4
zbEZ=uMzHquq*CcTT`$D0X>-<0Q$REpM;vgd5=`}=N+Jz&Nz86}%$JNRLtWNSjtop}
zeH=1PcRQy!2}*$XuO}$&i+aOWh>1K*<`{V>HMQ%E*y9bBsI%;SeiW^ZXN1$Fv?&y7
z0w+P>h?bKMHD&XCnr%-Sk)K5S&+q^fE5}nLv1K+ng1Fj5&vpHqV3BiBz7*ZdTyuNW
zqF)fZsZ*quWr#I`TG9DR0cEcGCrl7#2c04{#EN7xQn(M<;9QSBW{+5xBPI3IY`m@Y
zo{IuWPOUncI*$V<JTOQ{_7q8@m2S^CQM8KQDbgjO^OuW0v*LhM6usD8syeT0-5^ov
znaS`PdCmYNGnjZ9Y$h;+cz9nxn@7MuB~e2GH*;d~FBDdTRngX(u}lKUYWs>tOh2DR
zH~YduaitK}7euMbM8_uM{YzF!pKGonPV38D*2>aqO{$@z#893K_|H_&L}I5T{Y}*)
z6%?0rm40TG_t#0*VF7w05ICTfOO1wUWh^u|m2w&7NI(4CW{;w!6>vjKg;Kq-tcfA@
zk7_&%erl^An>;m$T=1EY2^pWyiJiJ2ysTB7bUE^~^|19a^q;iad%bYq|K?y=1yg7p
zYy)~Pf`jngod2}D4+g?!GdyS?1}_8un;sI@d))%AQN>oL(fv+i`{-ft#=qSq-axh2
zeHlt2iQff>TFtZ0%T}lUgu)b%1adyn=mZA!N`uY}(=ue35K-gb=CDc?pC5^`2tW(z
zFO{~Kk4Wa*xVrTATOF`r`ojZKuhMY;hw~$I!ZZ)~7G0aWuls&&*z1EqwhzJ2K7>Pa
z9@Kfl5KI^_THpa`j~4Yd0C3Yj7!Du|YIa}q&AaC}TXlK@$Hh}v=6qa-{TfN7^#>m`
zYKKJ<CB4M0x#K^3wEYhZ^*v~a@{790A3f{ihQHlGgBk(6B}jv1Ovw8Lzvl$E#8&!X
z^FFv3TMr)JEAGpby{e??QNrhF-8>kJ?O{Ef4|_d!6Q@i4!v1!@k0vaZi%tFUSN2Cd
zqa~g83)UWhC2Cf^rG1yR_+F6l)rHv_`U5eXG2U6|9nCm1TR+=jo?CGfe9tZ@P6I&W
z`nls1;Od6RQimBQ<Su06(j8*~tTiaB#iyMvtve5Kvo2ebe(9nNk3meSWIfIFl@IUE
zQN7gvV&QwtVyVwDe`BU2m$3_6<WTD8kS@y5sst&0=Cjz!$GWUEP@*k_;0^R8T1SRG
zAf`w<CfRyY=xN8`Ki;$7MMY4zsCv3G<|jHnn50vBkd2vFp_*2ukR?in_LsB@nUAtY
z$=75}rJ3iEOMesU|JpS-zSoQPT__Z^_9V;oQJ~0zMbchGZj1+i*y`-={$sMXr}ZvW
zd7o&hw}Ona1@x*=I&-1VKyc(_DLIYc-Hp(6T~vzH^}?_d^8%9v{}-7qMEWAWs>aU+
zBR_gu#*6xh1?=4rS6X)-$C#`dq;}XWz_*<)m3_ziYy7^1<zMQh+Hc;Xoz)~UMEng&
zvbN{nSx>AAmgC&SQFr8!e%n1g#eV`6nA+$~ZS+pjMlZf587`Boj^2MunB4jN2i;xh
zj4BI0m16#lZMc?Ap8>!F=>j5u(t3(P60D1~DHTJFV%x;cs7$#>=i(^Vt3f0WN8#;c
zpgKCo#~3z>rJ1T-+~)Bv+dS%e8`DRzP?YxYZ-SE-w@x&WC&E0O^&*2igBf}ius<fF
zle`=~vHql6kwpYC1D(Y|4$RlW4zA0!ut21MG6wzG46KZP0hD2BWrJ8Z8@WL?^Ff=7
zPCjrH6la8yqKj_WWOg2tGfk<eyJUW$&&5%VW5ySt*hp@holV<XP+#EB=&w9b>OT=A
zOdWJ1@35(Zg7?MbLA|CFX*HDNejH&IOvztICdK4a%2f&+3RSQ$=!Jz4D)Bv~It5jx
z*aE2dIHXD!w7|@TVjg&oRcO%-4vB#r)da}E!6h}zFxV%11q9THzCI0A8J6BX*TGd!
z<__5PR4UA(uOBtlm09?8c7E>9!kzE{>VbOdFcNKB;x84+&{o@DEJu}&O0u7bt!>FQ
zG=X4ej7?#DUd8qzMIUH@in11=ht#~=zkvxtd~mHADaE?R4<O^Exv1o#(D!k!O&p1o
zX#b8v0%XF^ISE9H(-X(Et+?+6d+MO^!iq@(LkX|lF6d0$+Zk)rrk<1bh#<U%U8dRn
zT9j;4B>5c6CdFC#BHee%>FQBphuFhbRQPP&eadfCBo(rIP$YOPwnu^=zswDes3X`O
z7(*!qn=qH!dK1=$1JXE440FwSh!DD(KqzsgkATQEKw;Y^u_`s<O+>J7b(%)Ss0t+i
zRf4UdwV>sstI>AR1WHU@Zj@5sGesKnIF*vCXY|EPF7b(5vm~4An@KPpFx>3<ICp*~
zuV7rzYhDBK5-vboEPwJj;!%t&{i@D45@;$Ho=7fS;$4(ws|{`S#8!lL+RAa%>Op@V
z)(|`Qp85fqS4l9#bGLV)GXGE4>9X-p*NsYZA9)%O$!eAQSFQe##LR<3tP|aa2jvo2
zv>uX}7xLa-P{Sz?MlocD7q)sp2j2|`%~lOqI(3$l|I_s%*};3JBvN7qeAkDrGv-UH
z-(-1bDkGgby#BBXtE?flU;w*lR<z~{k_ir-Rr>zU)`P9hUH{(GjVJfFH*pGnbZ47l
zA$vE_=9^SFOi8o`IIN|~Ca^E|WhfbTlKNCMAc-dt(#uIm5j4L|A+|_=atX0zT1LNS
zg37~qQLbb@yYd7}q$`y*zvrZ(lJXN1*UEUv&&!S2#A5`oZxOY0M&|F7mpJ7mo+2-C
z<N-uDiWmR$u{etAzL?EdJQi1R;!Qt;)p&$6K*j<4$R~pgd`CJjWZ*i+DIx>ok<S(x
z`0}1OrcBh+W1^la!}6`O5|u7aH2hBb5}wKLl3TBnyCGNQoOf`+HIlcHamX+SLpkTX
zy-V=Lpnuqb^3{3#4@z{Rh?+<qchUXg20TYVH~{t8he3~=v%uAjIK2Ei_Tig-2I$w<
zVWit?vsSbw!v{8Cf;1n{yEpT`sFP9v46Q8S;g+xO`5vnTa#jzY^(EfJHmPB+0>c%B
z`YJx_=3Yg9twBg>CY6Z7e^(<6c>mfVP3cqP(X@F@PnA#qdt+>dd06BQjS?%}XUy&3
zZ^vd%s9*p6(_zQoehdS63L;JZHE{PtC&LX-r#tM!MFHtRzYgHKfgBI0>oD%#@X@5T
zXy5xEV>eNlp1o?(O*nu;^&YwIXu~T{8>ZA+7n*(Yc<}QBUs(M)GO>P*i**y_`0E=~
zv>&W1UyHCzfLIPU?tunZ*V@-DSV#kBXMig_Dp(K6sYDM2z6#nyzRuH?*Iy6Ti`w^M
zP<u)C^rmj?k_gvq=!V0Mm8Z&GXXyZVhfIdKj7GCkxCgub8X5(1>=!-n85v0H+H>8>
zeS~&vG~{o(xzt*?d+@0ITb}nj|NAC%(}}u-fCwA_Cs9UmIR?XC2T6+Fa~@cAC{ZBl
zEl`<V7J+o(n_9>`RDwVuq{I&Dpceb^FyV(#&c`!ECFEe~HKQ?Eyc^f43fFJ?r~tIx
z>)?r?zf~$k#I@%2n}5$JO%`%&(CH5RDj@edP@k-W49YR!#*=OKiPk3^;7asc#ES*7
zt7LIa4TM5I@mz!^k*A~K0Ok$w$Hd+G65R}D$ZIqQpu~kafH^uCCfx2DeIU6`t>-aw
z{iZN2-iOM#8a1^;J)>lWw0zmhmqqy&n}YdXj6%LFydSWsK-li?Mf&%%)ew_u9vr0*
z_P|+)r4|<%I)ajPS;%I-LhA;-ZkrV2_1q{j0d$_Pv%VKat`s3xPiK!ElB}V5H>;dU
z(GM49KA-sw7VDMdhabuNd1(g;^puJ?8xbM>A`GFTKQkV#z=u+kxbg(8?2<^c{XN;+
zIE#Tk-yiG~px&YYc-{>tC7qcH=?GR=%mk1c#(#fAgE(IC=<VFh_tDEw`$<OE)fyHt
zK5gjsrV>6d5VUxj@q9+eBlStH+VSdTu3B-hxBn*9Jzsb%r|shwDm}?uTP!eAgu-jy
z)CD2?JFQRIU!{_#QkbRK8|&88(3DzDf6pET$lST6j_A5_>6F<BX1cZ<y9+UU`OjKg
zuF_QlH<?guQ;%E7smy<=<f#;vwb-Obt5j?Hd-f=Bfi8EtTK4m0x%8QR@Ql=5>J!`G
zQgu5s=a%W(66+i3y_wOcrmVHa9-%S3)0Z<v0qJIseJ9$tB&w!uaXvFM8^Pc#BRS7X
zbEG~OsFqokIy0+HRs|<b7bgR6^=kAXcYFhJg+e$HewlrTQejvPV4(?J-9a|^#rw}j
zeoqqPFQc(jWuB=r&nYVNB*d!1T$%lChvWA7@ju=nW<3bP$V<Luh6ONq%PPVw<PCz>
zLGhJ8FV1>w@IqdXA$Qsfp@`b`hX-}Y!~EjBEy;kNX^7=w!PL0uV@M9kN&qrKJJQ+_
zgoqIOYZ+2bF`~(Ue9(^_FG!>e6NwU$VPat-^4Q`;ypr9~q%uWhVX30dKA~t4x!8gS
zf;LT4C1%SOFLI9DB1VSJD`sTiQKCiw5Q!#}H!{}zGDi(QUhYU^8J?_Eq)U5FDhp8k
zNk_fZ-;D)mpkq|p`C_^evmW_ymf(~I%vOHzU0M>e;31f}nkJj?RJ{N!X1yInkuz+H
zh_QA!>#^{bRsXD|1+{<!d&*8hK@&^Qci+OE49>ipCZ=Ol4VQ^&Tq%M|w1R9(*0Jgh
zS~p^rkIfQillxMFZBnF3F?1vE{xEz)>;STcrb0|grC3R%z{)O>Qck6CBp(aUDiyX8
z%eIQbbkGxB*eaY6YO6hyvXp|sBA&ow3M0qz+pu1QJ^%^jwevh~i!K`w8ubd*2&+F;
z(oQv%vJ(*+Gz|$4lj%fLJ3Bk#M9}PjfrBgX8=T2Yz&FUt70Q^jobqPJP!k98Fr-y^
z$;EwU47K>^A|)6#Z`sei%3s&s{3DO^AW_V^jA+&+MG6?4M&W3X2#dBkC^PM~YJhLT
zZ)4DT`G|E{=lo}#YWGc8-yLGAXouj?;}Ea9-+hY?u}rSg=&cYTs-DW$qYi({94Shh
zQfKG|s4P_R)F0-zQ<cD|3aGql<{L-(3JqJH(j)9ZDYO~=Q6ww8l*>9Y5+^4A5xF&G
zWG4h-wpuDyM&*NqNTFiGQ^b_T9~W4rd8(#+p&tbs(8nPHOZRK4Q)!czbuG&ie={C!
zfZgmX3K=i^C@gjpcM_0D=WZ$2+5HL4cYlaq0Q118yPq49uYE*L@^TF29;mLUHfS1J
zF%H7W&XOc47QKx@A?J_AHV-6aNoW}m=IEUy<*j<zq&L+74<wuNO1%w^KL`5?DDKDl
zG1fL(v5XNZVO7U71^zBur|NOM=J`e}lV~V$tKV%CHNX5AeP=gL^C*P-6k~QvqTyqh
z1d;nptVC-xa)>!+J4<FhEot0bQvQ&+%#Shr;KX>jxCkf2OSPp&qPCGJ{lfrCaV-@m
z3wJR3K+32yAL<-g-}$=uSQ;qp%kV|~X|IQ9V1sTa(zDe$-+y`t?Lvf~#79A<e_2I|
zRABjm{35$lV6Q+gO9LQZ$#H;_vJvFA|1yN_J2vu{4JZlDziz#3B??`f2tl@@Y+)ii
zsDw~3MQ^U)%7)J&!(cn!>juzf#btVPV~3Szc}qv2T<S*X*+MU}BgYD@wD{id{f!3H
zW7UZbfzkpF&i2n(RUZxq&x78t{~5ZgP#QkKnq0%}-w$3v9h%ls6~T<+V|uu;QA|u|
z=JHjZ0&YSL6%i0Q69wSpI727~mZt$bz<>p*Qqyf8dWcHIhO4Y5OF_mD?TV5jEubYZ
zkkO<KxDaTWhKO%f_c+{XojfDcO_J75Xr)qkp=-Mc{u2)R*NR@z^EcZ4?i@fYjHn-5
z+xpkQjv#NGy2aOUIX(!q!ww*#W9*>o`9U4Jq&2u!W}90@<5zI;9CQ%Rh_Cni!6E6V
zLemrt0d>KB#<CAn;TEVwDyC#I4|gCGV-q^g{nx<(0Q*p0CSBy9*9#80vX2m6P+^2s
zuCBpKah2*%&PSl$j52j?`znM~m0V71SDPlJ9s(_e?FL#Oqa;WWl7HzC6=bbnV&no_
zSm0Vgfp$Pa$PhmdB|=jgy0m-%)E=ol&>!Q$Xjh9G?1ekQAdtBuV^`iM_%%wdvpUn&
zJ6q3VE~nwe9x+rqd-J>aB~=Rb_q8PR2_?RW75T!b0hu*T`LPj`w{;r{Ji{y84}+Is
z18vuNzLNCK?mkrMcNJ7r_@~i#1n~=d(HAQxe^Cgc@212iR-&#W{cZ?-=qTNkv`sqs
z<<;nmAwVKrB}L)Du#Et}l*&F0Uazc{UeIgwRkzrzKQ4o5^YLOm#I;#x`PEj3RtO9i
zT))%^A=m00fr}iKn^7Tq-Ul>hiW|I8NjH9Br<t39bY1M@W|t`{6_(%0bu*=6C+e?K
zs+0TooKz!sj<*CT-DBz2d{Ka59j=uKnuh3|12C7uc3rycM9C(F$LzAvP^62{M>X3}
z>k1vHX}8K2FI}b2uz7eDX2S?E-&qCdFoWuO_}{3%$%pqSY<a#3r9Y`r?7n%mwDya&
z{rx<-|I%TEdTBbGeosmrq)s2I9(_9K-x(ehYx4Q5{YrH&a&_N*?J!IEFSh%otCiiq
z(x8tDckXQ6es=H0#_r>X+nYOS9MhDuMS-bEekzhbMUi~!@~@dOa+bc@QLZ%-qOir{
zLWZl}7;ndW?h@WFKwh-!J;;zS78VPe?Esf&fp7{MJ*THxi?!oDbV(V7GZS%z+#ZAJ
z8bIm<PvC@8U)6=1?sF7v^3F*gLjT5_)yj*?(oOF+$KSOX@8F&*fnrQ{hg9`P7k|j=
zAg3xW&WSV&a=T*LdV@&JyeUZ+ySRM<>)%^0p`*0W&3i&6_X<x#sy#daPQ)=%oF~uQ
zF`5%c<PdqD?cEh(yOZD)9hX&fGQ6TZ%pxEBl9ON;O~x-$w`JVJCubOOg-@JibizEN
zB-6-qyJ$A79+no%L^Qv`x7bw-3zmHmBZtxpE{>0ZuvtB$aSP+eWKD8>tPjHKNhTQ{
zkNF_X9g`qjozazvcs!%wGC4k@v&H#8T5MkL)_6(RE=X;c*`9I-%{(8*Y_AmlNbZjY
z*Z!Yb9Oq#NVQDzN-O-}($RCL%GR1d?2-;=^F?KUd<iUn8oTMC}ny&=Nq^Qn!vO!XS
z6jjVaszZ{^a%`4iuPSl!va3RKTrx2&++PhlgG#Z4`y}LEE3Vz-T)3a>AXn(h)YV<*
zv^*&L|B<t$y$5q%{+9Lt9KS#U=-=?)=4R5rF1yy%MRGt}9z(jG2M2|&xZ_P+h_Ih2
zC+@T<_FIE)@6d0;#*1r1`VP^y4-E@WePFaQXdFzmhjRX%VYS}s3EudsBAgkyzr`+q
zl4ve0CP7$Axn+EU!mzf8dHR7I`tbF0;dvpjXbE1i3+1q6TuVgUF3RRvy8EU^2Gu7t
zAWM}(^^g`(3RtOh{m;*w6L#AOka3=Oe!nR?VdQeB1dWwen^aZi5UH|O{Ch9<8I4#d
zFZj26BmjJTeP`H)n-%gjLVngo%<ymb!(J7#BL8^+Un8xq|FjjtAB+D@^HpzsuQMz{
zwe-6=577#mD9gXs9`@nS<7M|1l-5*QanGbh$4q3|+Hb+P3&Nwe_aP7RzX|F6ptWA>
zLZJ+y_lkRm68!XUQ+52N+U>8ygF76iLo^ZEeuJbh-=_z145T}O90O@NB{>Gtet+Jg
zW1zpIxe$-Cpar1wjzJ*R=HK!JSw}bvI${kLpWfZ{mnuuEg&M?XZIZb8w|Uq?k_9ig
z7_@!%Wpf*Yc!vkEW=+5MKfASjMPZE`;0Owqe$_*T&#xjXEY_MjE*d2D>-MM=4?@;;
zMXPn69l`{VD`M>F_!Wb0x7{zc!a;+E;e2zj-=6O^YE*S!+VI^?s;Z~>=nBa--l(F=
z7ggh~-Q+5@gFheo>(STs{>WU#2Y|nJ6W(!l;IM`yhNgN=<&~(Yd!6g3{rTz<zz5_~
z<vZi%S9wY@!dK9ZCS4ZM@DXi81mPMans5~ai5C6Z)TY+pjN8NwM@75UgfNm+$UCp^
zLV|Ri8-G1&_jToMsbBOr>dGUs5~-43o{5@SFg;FPY2Ffz_DrL(1i^TP8s?L$A(f8N
zK+<M??*_dF%|3*`gV!X8<po5KAd>Ww$7S;VOqWj+vDX%u%DQZ6%<K7gt|Z@L6Efe6
zk);a5G8L`YDcnmTH&qZkU%E%E&iGgEuRJo7xU+erNyyWFmq!0hMr$(t8%f5~u5hwE
z>8zM|ZloYDiDA-rDbbSM@rfy0cIQ>ixr6)#(P;&LfInySjVK{S($g!6ig*1<m6Aq=
zaYM-~bX6tMyMVh;y^A!d&qX@+i6A#sk#ho;`tl=9(5EbQ5a$7BH^j6yedNuCwT5su
z&^Y@>?~g;MD{VHz+6bG<w`F|!3+A6hwwgasU07?QoZTXuZuC5*Y(x<=j*dlH!4gv>
zr9$FM%<OH_nuc@FmuGpM@mPnNYZ=ig{`8YuY_z9Vwb&>xd)(se?eN6covW~TggP25
zFtca!<$4$%AUH@ig!I!-r$JLO?o^C>ielXKyf$1mIoo=7T}F+tSSoui^J~S0u-JA^
zLu_ycA+KDpu9d>qL_}7nk+rZXCSbM146DIHJz16uESye^>4Nx?tiCvsfpSc?i_h}7
zDer|XD^e^b!);+slX*+>UVP1EA+O#i%zg2k_Q4bIH=TCE6Xe(YQKtzvS#ZmTm|lgp
z-?nV5G0|e&^E7ik0Wg}q?s+cD@LYUu+h82E%EzGh{UfmGeLoMA-g8=)6Boy6RIXJ(
zSZQ6$%e4FxjWMBsiQM-$9^KngrU+h4Wdt9!vIrS=FW9dzXtrOMiYxXj?78h%EY{Jh
zvgEekp^0L@!iL*^g#owy3N;n`l~8BcHUliuicwOuxMg!rnSqCqEAm`rRcsp!kKv-B
z5=j{^k{}o+3xS9UtXbnDJ~5XuEqvu1kjR4LOK9ouyKk3@Yb=CSGFX@`8D<oHUC>`4
zVOu1GF<~%cV5w%NOn9WBsTx3*0Wk`QdV#UypR{Q(z>?Of$_5zbSnz_6*r6>ucBrtQ
z@G&loMgsj2J@^rg$74(oDCveMI)QC=^>f6w&<Sx?f-_Os1G_(2tOp|b7!sO0B{=W6
z10%zcNoY{H>3G||W22l*Vk)wle=)}5BP=hG&Am<2N#D`N6GiT7iC<wRkcENzV<s*6
zd;bDQQ2G2Rje-Jf>Ji-;QsvcPbwS`QJ{K`$XDv3wSJA{Fc{ImqF4Pz5fzB(~BS!9r
zN;*>L_732Z0sKeeX+YpCGUu%C;{?u9*=vv6;hujF;Tw9xzW+@ZZ^b?JwhkN5VxuLp
z-29M&n=1-AE=Ogd3hP)c>X9S3(4&s)q8>Tgi+a2Wcy6bT45Lyx+KYOWC^8<?SW3<M
zrM^2S1fCN~B$n~!uu5X+c@VfB{>yxv;EA9tOVC)d!jwypPZE!+e19Ju$Y8NJAPJvl
z8lSu1KJOban#2%^vsGdnZeM!77Mihb<GRAXE)qx2d%^-n5v-LU+k?fTt`Qzov=_pr
ztHF|AWsWIOMQ@kfElDgeV|u#ZeWgqu|D>s5ko*S|1ZSj>l!d|tlk29`OSBVyL)+Dy
zf1Bav{3ii?V|DiCa8k3#t9w%V%(|S(mlKis3H}L1e3I=mwexaIijQTQ#z$eaZp72y
z-J8^YqR6IF-P4b7D%FjN=%hMF{goBolETf>A_2BzMsSZyYC0$h94%}FOPc1av%>X|
znwm<z-BR9rPmJMElM#PsZv>90>`&{HjEF0bJ0bfTQp4vWNpE@h&~7Gw0xa(sUFvV*
z+z2Ftp{KQ|P!8!%jryC8kWtimtKX!LKdNI_EU<qAW>~6$LMOiWc%a}P^Cx*y3CBWW
zuq7X)xX<)~K%Yn1D}V(Xm$;pIp?*>)!D<QCb!l@f^&PxOJx+A<(?J!-3HbGnhm}NX
zp$K5!5*Ltcz{CQ^8lBn8pC#v~S#Ta&F8qV1PpmF5)%ZNR5J$&OHGeM5{7Nsh_5x^f
zUK#{@dtqI{(w?psWzk@!!VK)iLC_x@Dp0z8oJRvPB71$zpoOSfQoseyMfbw!&lC_P
zsi$c#X^NbwUZU7%)Sa1|D^6v}zsxR90#4sgmI6Zf<i3b5l259@_?uM;`EV2rQ~CK+
zetwGb^Tcj!*o89GFaKYY3C|TDM<4bwCFjc)Yi69>JjUS>wh*(X)XCDtK+BX<jpHEY
zleil;)r1^4CBZ%sHXJDfoGv5I8zti-`AE{U^>{|HQ!<((o6AS{SOG7|PsEEfSpQ0_
z$o`s15b&@63X631=WM-^!)NolMj9X1o02f9jBBuDCwZg1!Q-^`rlgDVja*h+ABm^$
zx%?_8q@r%`$v_kdW?T}+eq6+u$+EUZjH6{kE-_iZS3^xQ#CZ6U6hMmfF~$Q0oDyzA
zU<?=R(5!>J4epqco<k@^GDpx7vK8e`n7kJwr|(1l#>LPx{gL>Qx_yDgNAz4;AmI;r
zgB4fK09q@Sl@VpUY+raXj0c5iEXx{&g#q$v{)oZh#FV(ZGeS};DruAuE3?c`xk7ea
zqfzN`T@?)u)%Xm-=ScCUTPljev->+vGwz1CM3j4k)1`YvV5JicnWf(ROMRz2R2#BW
z`kWt0OKte?zQyE%TUMlzgK50*v;=%~%Ze_4YG^DL%c~k5KF@V+)Q!(ZP0xBH(IcUU
zRNH{#(nra$KLV%8ug46$WZU4@#ZTo@*ijw94t+Ibh}$GjIL7Qds&!tK&7O9D{Wqx$
zQ(yb(h<p{CLt#7#_lKq#W>jGTW`Mc`IV4A?>WeJwr1wvW^(dF`MDjR6<@HE;=f>tu
zvW{JZ`D<y}->Sb3dUb!J=>GvOP9=QRwL~(^Q(w|&%Ys!`_@e}*PW}Lk8}xwpVV@eb
zbsAsQ>9VKk5c8*dQCg-2os>rlI@Kc!I_XghI@Kc!I@Kc!I@RN4;y<WI7Idmd5p)6r
zNt5O8ZyZ8Q)!KPYdV%EM-;MzvVUPMX_M-UCW0#YVk*@AE;q8^p{@}2cM5D0xZ9%s9
zXAS~jjQ{jHPIiAaxL7sRUOQ@j5iYVsZqDDaOVyN+QEDAn<;#i45`~rT5l!GK7Y5QA
z|NF&e8;7dmVX!a5>iy!Y)_$=z?8DcPhWdEp+3x+vPj`xB08sC~?&$Q7M87JY{HdjC
z75}31SwGTr8Ll%QD#0abtrYKtGJ)*WCqqg7#DZ0H)tF-+&|ni&*8TuL$uI)6>cWrj
zPT(M<cwaeXXqD@kF8u`bNOIC-i{JLUEYmSY@ukA|@bDy-YnH3h<JRUwjldG0icz9W
z0|g;8oQa7~FVRYd8f#NVjm*F%ZnDH~V?hY#dCyt}qYY=q(!5dJR;f>hk>n+{?kLzx
zR2i<1UV^zsralz;S6zwv3SJo4(Rxf747~9=AJv?MI2qhx2qNAL6kY&vJ&enCdXMm4
z7+`NwI0f>(nU5Jp{bOqI0h|kW`ecp`=Vfu+=ZqCv4EJYt4pwXrbfs8@hpTUu6jkc;
zAy&FN`N>AEIGLo9=fsBtBQTZp`n49hf@rjAs*3z2yQB-Rx-HGC=Wfb|l!{J=sh%=I
z5c)OrpAOUH%!ooFSY&#8!;}t{SVCCvWcN_w`Q2@niHiJqUS*7bQuw~pg+K0~2bEtA
zly+v?FqIBWr30rZ9Y|cgWf!>e|0E3O`1Y8JJxEu8#H}h7)fD`Y6$&k92Q)3EqA;rX
ziwQ}D3Ok0dgo(I}SrHi%*Y{L7#>96ABLFe%;!aWRtA8py;+WfWDlFm{coPn>CZ4~P
z<RmA%BNg{iS?9!~D}wW6e6xbvt-?1MCYEu>%C1_oKbnAtuAC-5qU)oHT<H2p-1w|Q
znK_^R(L{Gl<7L);c1{yJ(v@>Wb?wlUuB^oNPX*&WDjy>rffvOc6%j(QX2y7o7!*V;
zi#frs5o3a0lS~OpOE4rTDb0+a^4*dSf>+#ZFiPkpvZNZzYa*=Lf{Jp+xzm)QnA4`8
zVh`+6a!n<1n8IZpa4#-au=60x0s?{&-<dhXcw38Q5@vTIlj8nMCRiv-CSxdMXP{>;
z$*vsM(?y+2-Bpu0Os-|(ESvgOB$K&~B{OnS7W3Vg+QI2rlcUolb5QNLNkj=IT@)FT
zuCFP0PT+F5YC03Sg;t$JH`&Zg#8>A(T~bN<$-bk;bEk^J3L`~XS7Cjz)p<D+Rxx^2
zMd>WAE3L}oC`URey3K0z=7%#um_>iFa_B;<l9T_cs;N|!g+_i_{HCaBap=I!OQnIA
zmr7HdymT`2@lwf(i>Im(lND*}K4vrd1&Y&{lxx5@ctwYsOyo?Q%qeRv>5P^6bMz%C
zx`LdNl1EC-X2%Ligh8NGAtx~Onm|Y*caa2FE7H%<R}zbZMYqpfwqt@@bF(PlCEO>?
zJ=Wq}(KqowL?wO}acf|Ywo(XTizes{XMifnVH4$xbr~jv7f_gdnqfv3F&u0b9RiWP
z86c=4mcT+-3YX;m#k?#+KTC`^{r52~3kCA$00C3IWNhPRV*D&B__9^V&+TOaZK-f!
zrFvsos^(&DDSDu60dg|3=<|74{~0J|LaDrl%I0GPmh2FbfF;w%iNJ(1*R~K+%6|x_
zu8^mb-&OUrz8AE+Erc2B?u)J7;e)UPx10n24_!EEg-1^Ro0s}&y*>zE77^dMO>Dtp
zKZHludyIfx&CYob!u|bL)BmQ;zn0u=&btjCmE>slPU~M@`ro`N*6~|}A*2PQ>-s*M
zpOMhth;_L2S3pSJ)mI>hFptK=>lF+pO(%*^84ZhHJI>Rp-tdq+9}^%6z2uj8C+DPx
z|2B2JNMcEdv;KNRG!EioEPVpeh5WChq2S3Aakbh(kDPR<lLkd8gvt+OLOq0whM6FF
zaA@_rWcml6nmP;@%g+!A5oPO-ps8{QiYSu^aai}O6qQr?b%kF|vKtJ0JxJa55rGlW
z6^tLvS#^QawssM5<Z0qx<26%go6CYufIqctVfhFb_H+&YzdMKoSqDL0HxauM?E%dw
zNG9mhZG+1!c99hFF+u|0$6W{=U&El&N-b#AJ_zzJkhJ+6z%vU6oWZh@CI?vtOM9O@
zr=s}1Jwyoi;rOAu4;dzhsKl{z;2(B}2!aX68>rns7aCDzq}YF^a`DCTKNEdIvvA|Y
zb+<J@DJtZ;-x?I76~rv!N-C%J>(-w|ruZrE`6jg($?K9|BKe;3NE+qY-rCw)SvE_u
z41%-AZ<KNK<CVl&vbVSDT~ziYOEAYvDi+fW!JKtO054i7t;T|RyU2z~+24&1b_R)7
z?j%B>J-am&drIp_BU2*wd-mo>ta?A?7a5Qj8gN`s(wmFWi@_g8+(pX}*D>slloJK;
zU-o{b0j!_t=&*=!x{uOb)=f%D_+*Tn!x+&gOw>$<#EheRRX&Es*b>C5IVPX9PClPn
zxv3gRP3W|1o~I9|N&z8!Y82!gMaRvb)mXv%KC2+7ZcA~q-OGqR()qEt;+A=L^(lf}
z*LQoZ15JY~IP>nhe0H0wU>31{Z0T~Sv(9_mgc0Yx=%xbtWoTeoCb$e_lSRhUOm0`(
zNAmEjIVIV}+jXMnDJgIck}2_-!$prK*hS)|+%mnWQ%7Xb5HsiI<w<_cbQ0RHH^Rlm
z((*#NvQSxFC^y2OR$301OH1{&>RK4AE;hn&wOVO3!p2HzadCNRWi2R&mDT#{Qc$l|
zs^Um%y%Yv()nKt)TP|1XrCM#R6jXtzT3@Uzg|+2yEnKZtD=Q`BUs@@xu9O><uv}>@
z1XHDgQ&cKQax>-d;r-tUtpX*;z`ttyaat1+49VJ7;SJJd7DnGQO~dG;`2Tb{>E!Pd
zF-9qe>o3MIbpcS?2u5mFmK+RL+lgol&3NXp(~OdE#2AA~r3h1q#nN@!4icdD5t>l#
zFeo6=0%L!{=}?(~Ml(^J4rwV{4%TqY4JqZ3Kdm6K5(`%g9hO+QS~w>)+7c@moJ-al
z^cY~t19l}m5pr<8TM$W&ZpftEVDj>Ng8X2&eIgOWlHk{m<OMYsbKUcpzZ#uEgeA(d
zyciuR;N?5x1rtRm$gTF&{cf4Uk(~3EucCsI8`BP=Wy!nfL~xC%)@ivYrNZ%Wz&@v8
zMa7nqDlx7_q0;DIh<8Gg{6h;!$*q^?D4v&Ag@+`f*9#8kOqo%}_!EhJX%H(F2R40E
z00}!yNQxJfd8PX7t`>2ADC9K!(iVS5W^@J@$IMKRtnnzLJeC#)OWoPbZ)toJBMdU0
z6(%eYnsjU^%vBBB+MTSbxVx1R!Zae&=A=wqlfow(UIUai*i~S0`N8-m#^FicFmWE-
z$|laEWfW0+VoC(kV*F}NgvaF!U&CI^2G_a^8%j+yXVT`lsxA(1#HIjuSL=DkL;82)
z>6088YvZ#-Cbi>XnJ^~I(WLN}>1%m>UVRue^hw(;E1GJagn>&t&Q@@S4PYQudir1C
z4@AQ%Yc3Hz`l3f7mnH|pP+y4zLT*TMB93feXOt|3uHKiRkRcg9Rj%LY0K7t>Y8MvD
zf@4wxUW)-mrQ}j1k+Ljl5ak`GFe2HE{D(4)jlrvPNz*Bh`g>oE2zZuz1Cv3xzQcd#
zg<<Rbc<w6lA`Y)q1i$ipS>Fe&PxScN@MSk_A};QF71H-k>t(SnGS&B=wOjrl{{27G
z*F-LPz3Dh_4%;n_QtKk<`b(bJFEMD(NfnQTZIxHzUDCRXyqA!vEd}^g1WZ`n#?=-6
z+fnmFLjFW~7ValX=E{&UFUMh}x1#r~53%{P-MfX=D0*zlAQ&hC=dHun0)m|?NA{6?
zn$h04xlSQvHH2v~B<1{PM+h}tAES7_my|+7Dhy~Ek94CcSNQ{uHz1kqN5r8w<22cZ
zAM3jarY&wM_aV~Z&(~^|dA7NblAGWR04u#QlQQxHY<(7-lK1pWmKtRKPI-n?p5ZC-
z44vD!%%_W6g#vUD;XeV9psm9|k-19#Uf2nH(2;}U8<eJkDu7x5F8cmm?0=16k5$Gz
z;HY<NL-yk_V4XRNf6Z*~`FT6AH=~$`23N0N*c(FcY~FJQ60@t~=3SCA7-9zX4?Eq1
zek{C*_K<Xh4LinJGKbisZ{G%m{h+uUb_zdFu+yjVQbNw{-<da~N_0|i!jC&XI5WA<
z6mBkK?jxU@ZM}hr3(XKJ&<pZC7PV?L+uAyjy1BoO(=3hugk_ncfSU<S<H^m`&5rsM
z*#Omn6!Wm4V^N3;!0*0gW^aZC5W3MA0O2{Z|H)5ki{q8zaPSO?pTbZIsN%dh+MjT8
zHU7##GkkL1*(1i7@(bp}2iY7!JOA{VoJ~5)*<b@Y(K8Tub6j2LofMy(j0&5xm$BEI
zLyMe7a+^I!&XmAMmo$m$zu<~aNtbHfc6W#?*Li3M!nK3k_>$@8M9e5CGOl>PeLC#-
z!*<($3=dKr=<@pC^txbN;%OZ_1RV3g^-drP^B*Un6V&6vEU!-Z%=b1pMSA`Eb<y5W
z^z&;(&zaxUZAxH^zuw&Np`#zRS=GBa1XC9?muN9hKRqArsA?fg7IeP<(;Y}A@avex
zJgFF!LPBcgb)T&xphk}9Oov5JRjbdc%heDH<YA|d{ggd1AplFaAJ&T=%zav2!~{}k
z{61DN(t+-Uet&pCH#Gv{st?;CsbXtDlKS=i8`pROs*;M2C=Kx<DL{>mOCxu;52?~~
z{$4LQXtrwNrbf;JaY~JT6S4OtWtymguNs+#PB53eY-}>LV2hys-nSZ~lRmbRiaSs5
z-PY+pOQsheAgE6uyo8VJ&zsv@I@d1}$;It<d$<p`dd6+i=Qae2+oAr@xxaFKE8gFE
zFy{Mn{ayKLvinMZFh6Ja!Yb=Tj6U!-74{<2lUQGEB94}BSFAIlE>z0%nj8-UL_&R|
zGyKvfG<vVN+3YEkfY#v95KBLpQI!1fV||wfS@+iusV&$^WKmX46F}2YNtisRL6LY6
zj9Q^Bxz5HF+Rkho3TYIR5iftK>&$fW%1C%?zcNGfPeFb1V!oDLEtz^VmVzLuN}pG&
z09J$ZZii%-V1!-o?h~w@pMa(KRnecpozN>(s@S|813W`vafFJY%FkveoL_bgD%q47
zRYN^ZNv55)<sjLVfjDI#o+1M=c`KAjeD(Kq)er`RxrwW*iT4~lKClAgpUcHXxNhEL
z21Wuv)YTreYTyVY&_3MW_4EffFK1&oXm)$?!u;et(<8Zd($#(n%6)hB?sxaY1DN>6
z%Fry%@z+xC_OR8i7j_R1Yy_I$vk4CCUblA`LtT$u)w~@SpELJm*1Kb=%$c4#?$y>H
zvLDn@e$0K>&S0K%U4jj?{cwz%u}5YL65GJwG@hI&{s8ra4!&*xv`d~yiO<9MlsMxK
zc9CWltx=={H5BfI2jB$gu-FlQtF)*!zW})PhS>v!hp<_PO*9P;>rMm!$DakjH|2a#
z`rbSq827MTK-QglJiOen^Fz{odm`xP<Dr>v0<gy<)39kCqk2)UyW<hk<##+38b2OL
zU5v-WC9lbL6a=M##g{iA8Z$;6+ExxlD_3xLpC(iv7ELH5!OL}wa)-{6+CLm0BCRUo
z+Lqx)h*bvR>SWmgt<Jv$2|<ze0t7wdG!2<9MgdDPgjZDt@;x;!gROz3GV2+vLLj6@
zlQlupsN+M8I9+*QM$BHTv|`5GO@NG<xi<8udFz79nzb3Q&N*wt%8X4dgEr8p`D(*u
z%~l&GM}K6`R2xxho+htD`rTZY%mZI3iDUl-j$xAeDb1_`)aVhy1-fjj!K&Ex2t;)A
z`lQx7JQ#GrId2x=d~CS{wKq~B+nYHj3Kb(j#<|bA{=9`K?41Gho;yDb!#~gY_rqQl
zzH|KN0hGL2UH@q-1pi&P?>FwR{x{86z4g7$u-NVGiP#`Xq7Nv+3ew=g))=>4m1-Q@
z=y>)j)e8P#g@mv|O_=ZzmiQqSYT}~EO02LHz`fv*qiNYh0Zo~A(3~qO|Ex@!f4<f4
z4@2SL(?~ccUA;6Zu7nSs`MZd_Ip-e?A$=ez#X&Equ^$$H=l(_k<Aqei;IN2-c95`N
zwc+ajv|&MF5J2X`VLcc}w-Xi)f_`74-FUJMM=u`f&;3awg|pN98$dn}uQ4c;QWsa3
zd__1du<&Wn!u1T!%5Xfh-~SIcq^V)2NHU;<u-*!2%*?Yyh>(<T`a!J*hv^8CL27M(
zy1V^k$1kle6qZzWNR{euiuG=b^Fe>SvQS=~f3&@`TO`mTgWmMm)eWRW<l;TR5cg|s
zh;GPR4z;2Il409RPzDm5S5Tg32Y+x2#llc%>~;2r>?(---vAG!V}`P(Z6v)hWQMp1
z**BRmNFOvIDS`|(tl{8FZGu<{&Z4Le^h@=DuhmYSBDVZVP4WJ4|3>L1YTIo`L_>&-
zAzI!Fi=A*Vk5<i><_-AGqIYAvF~@p`VNjoA_dC51!GCC2sL`PhwNXV?%n=?m7Nt<-
zeh6tGDs+ee&<@GUp%*rkvmqG-5}q!qpTnYZ9)g&cAl^K>_Ga;>=WW#M&|M+VS8d=P
zG)d^CKt%Y3!j%Y(<aC}_@b5p|*evMrbxQ_XfmTqE3r%X`_n~s<<kPj1Jm%L_%Qhi8
z96Ra=|4sh}|JcQ0aI50*a5}~P)BM1ci08LeD5)^hw4g9FG{c_W-K>-s_4J}3YBcQn
z#a1|I@EmIn_S^HlMvZ`O&N2K_d9f6Ad<HxLY53*U%Gy|X0s?%9S<x;+@%3A1{6A5H
zgY;>6qO4mh^Y7L%hu}EukVeTjvb2mEg;wVMI(xN@r+jw=M3{l({M153DM!RqUallC
zA?1j;XyuRB3Mt<yvOW#rNe$Dm-)tSonrM-B-Aqba8(M?Dj~zg}|B~s7wH*sth-I?Z
z+Ji8boPh;2XJ3-M+d>A1gQZe&WgXD90IFokeq8q=l+arvl=bkS2Vl};qYCtC(Y96!
zjNbv)LP*jveEVofzX3;NSVlV`a-a%+0PUB(=HPWm|C+`q@j4HC0Mn8}G)inz>?ExV
z|7AhvkSapr{|@4C^!;u}F!epPH^50<$6u$VXq_v%9@(C(7ZJ5GB)UmNKvK!G$)c8S
zMV;TRU+;U@Hu<Diq&2OG+M#mS=6px$0Les`<R@&v*GOH0bPhl+Y+JZg4TvV76ZUs-
z)6hk5g?Ip(L9u~WT5$a^;m~75KdP<hAizi>*;CS!*ZWe6&esQD(eL0N%-T(iDr`Gg
zg;Og$>V)-}9jH=`unl53po_8Z`t@G-0P*Qi&4V_C_jDHFo}_BoRFlD^nu&_ga*yK*
z&{VsxLfTWh!@VZ=q8Ipos$u);VQBWrT^)9?Mz=eFtsStVeem<x#U{LnF$~vv=-~#;
z2KS&aIjo1#az)%iL~p^yMQ$YLd!iu;6_kA{zCXX*e)DQ&dH$duyinWa3pDJ-u+st^
zUZ|SBAoBEIz-wRU#qglr4d{R~U$6c-+<UV)f3v7hmMmVM^VLY;W0Z)_<+y0MkJow5
z88@DCJe}azXng3S_{=9N?o+e>LJiPjQ)Bx;IpJ$}_lo=V%o3!UMsoFOdQ|JopQXP@
z9IRv}jO=8I(QPXECF@<P7K;Ft1$^9eDa`W7ClvlN-R|PuyW6_NOPf4DljWQ1Lh{2&
zze~k0@;DfS{k;AjBk7ew1D=a(ebK<NT>FhdH}<oT&=S<LAQJTufuzDAt#F0C0x<rc
z5%x-|aC#+4iOFA~t<vI9lhJ~SYjG%%u*}%LX}*==T|P>EuEO#b#$RAKX4U4@#(7o+
zBwYqTY-nFC44R0>2!%iaJLa$052jf-C|{_i$}n#{__IG-){WUfpU|PDRIyyIisk{v
z6-J)zq1vj*c^pd=;ALX0FrYMnYH8|tae&+Hp#o)n0tR&kkNcQGEw(J>B1d%i<6QJ0
zf2M%<RjwvBSsjK=G7xht`ZF1#B=scKo>D#v5d3y2{{eIE)fy!mJ@rL=C4)co{y=j&
z2WQyP+H@&P%&6&vnwc(TSh{IC|I{}Tb0&*lOyVn<Ig<fsx{xJSizB^abn)NxOlBRm
zrf0H#n0?Tlo`y%BhUIwtK^08SNWg4nXM9Eb$c8%WOB&bJG$iqGX0DludL8*yq6VDy
zb>=EO`@x<FELe5f6L!pdG1oXU%uMrsEY+Q=ZckOWPf>L{J$q@RXJsGZt^91&X-`hp
z^CV)3=_Erg>DQ9#Lz(^=$RM52*zsuz1OF|<<)urdc|zrrxW|V72!(*D7D_@NW1JRB
zajJ#_;UUQdNf${(vXQuMlmY-UkQxeXvnSL;DcYJLxX(=$Q6McouCh(>N1};RoIn+Y
z2Fg?yB}{8jrZ=MRFb_$`=Sa#Zv<g}(AyaJ>a&I`*MxkxN(ncY79#eG`sG>}&j^cU$
z=7~3^_>nR@!hnPqaJp8?sb}u?;gm<~Jhy8qEEO-|`^K&34L?tN1?V8bg^M=zqSLSF
z7Q%yjb6909ppjU#ws*EWsknyENas>9=lrlP(WY)|6a$!iW=HQ(jk4d#6wdlwfgz{$
zx>O|7Hj}v=e<e?C=Ibi%1;rKnJ%$?LtBcF_S9n9WUlFP}!>N8s(+Jrdf41JyksR+&
z+I^&8PosaleIUDuPuWdT8%Vw$YYPmUmN=3+8$l7lQh#&MNh9ee)YJC#N92N06T-cV
zxAjHx$n5ZYMJ~<L(a(V;t!(5-8YI(j#05Imax7?7JGBg?(UI<wuauUM#o>KiJ090c
zK@<cXaJ5>Y%YK`pX~uB)1Y?9Y6z~f5R!=_iNJ;xASF&Ve$+nKuJ(Slz&P`dRvVw9P
z4!A9GwKAg1rhw><08zryj(R(NQP*R@{=pEzzygBQpFMaYuiX}y${N%8(AIY3n$Z`N
zyT}iJEH7QP;(u(ZSAqL}{PF07lCQgBtf~>q%y~Jd$xEwK>JRFiq(@>Yhxp27uY?NY
zPnA0=Co70(ygZrgoTN;eHL3={dNzg?X+fYe({ZJ{QUB<%5lcMl<4P^7XJA+<k@R#_
z#YPXkocU43Vy*oEW)`+E?j#p0$0lbNrB<VijgkRTnYX;ZrMite&Pbx<E3XF1>YVl_
zBYcWK7}=C)7vy&ODR?XyGqLL@i6>zS7xw<l$LzzoRV%<Eq4f$ULDH!C$oBe~4KdEz
zcL}GV5<+LdX~nZni#^f~!q&ilHh{TJ6Go&a^^j~K9>0MtjcB@luItrb*H<614bv3(
z^7q~TzyI(4lMq%M{=;A|XgB};e>2vuACT=M!W+R<B53Ozv-EovjfRG&dOROJT1LB<
zMXx(%;A_l&y$FMc{Msd@2i;Wjc$r8?e;(4bYpa;)F?E;x{hi~gQ16AUH(`4|-7k`h
zf6EhO9bpZ8#2PH$BhTNh8kz6FY-FE}`}7Tl?P$36LAyl;H!`xc(TTSgW2I>WAQ-3)
zJ1`_BTTM7{j3W^nD!~LZ9J-~o`uiSic<!qkHre<Dy=n{oReSJ8-iAGK*f09q1OGLd
zzv6U1AbTK8+bSxh4g3xQjFnrS_dDO8-%$R{(W-PgTpwM~e9^-I3}fRj2w}XuG5B-n
z-)a5JOWdj8NA>rxqVM>>4~KNYQYKUz9dvKse}IT5MNgx<j_a<r^&R%$6*g%mjH<%_
z54l<IvzZagB0Aw~zD?_XKs$HB&|^;U7(ckUgBK;&cigOfGBIwkjV4>^f!7(rgc}7K
z($-+vYI}_3eA;l9I;YzP$*4koZVEW1G8piPiHpAavogJEbldIj>pqkGn$)9sM=w6b
z+qiCAqk}LUwJKX>Hh@l#4PqtmAcLdYIgA3j!^tpN*LY#mye<QQE!e<m0r_cRpn(?o
z=tZp`ci8i9uj6aa*=(MLQpm&$jp&oP^&#xV3gq4z>>B@?P04G11KvkHWt>;^flZOb
zjZ7QORbg$aaKRlgFm@YW0x5W`7``F;r_-hIGJI2o?b(0_!2pXKnP5xX?RJACWaSM%
z!RV3Sp|Wbi_9Ig7-oF-!0{igGlIZgk%^^%xTLg;KxM|t8OXae*>O*A^O)&#7aBcx!
znY_^y)$<)@iUIivU@|wmuj!NOcJ3)~5EHb}=E?dni`mBABEzhU5Vo+W3;fP-AO0lR
zv`)E2@?OK2aZ_;HrP3um8XoN~#xa}m>mnlJ@M!6KWa&u^U%j+k$0`KtzdGjLrkc3Q
z0uko^JjQ7>irFB!Y8Fe!TWDCSGd8;iUCeVbz;u1=urHHqbFQpgXtF!s)(`F+cQH1}
z>wr7gU0R2`J$KfJ-A=bvcW2xQ_gj0t?(o2!bqBrd&bZqPXr8Dld2DK$CIZe1ye3`4
z7{i*5Dft@Hu<2vi;)Kxpvzq*BW?*rSQ@({0EM_mQr0iZBUFn6^Foib@@}-5Yd`Nb<
z+RjvWG!0+$yM>e%k$tjgWsViZiu?QB4)C*msm}HP{ty2P4H!M(<}gi&0I(s)I^pVM
zCXXkW`~JEGu9g*Gtin(jwb|pi8*Q2cW;o(G7<lXa$vV!ho5hsIAgv+}(^qOYHUSv4
z_86z9u~6P%*v8Vt3y}l4%;s(blm)-)CFCKrQnnh0=nxNk@Ni%8-4u%b;Lv~7>hk8I
zd{n5(MI`4{faxrR$9RH0HTwCbM^PGK&Dsl#99zVYl_-#?EpJXj?s^wX3^ltNHZjUP
zWURqd82b~dx^7l9MeNtzVH=**z3m43vtS47Vfd1UR(xSjEJj>nY&mIl^j^RbI{OG^
z(!=ObV-)eVWTPIXJYaf~JjvTH->u8;nzgjwQQdY;)*MhEd`<P!9SPfHthntE{T;xV
z9)1~`VY<(G*jrn<slUH2`}Olyu+HZYaa#iV>WB>)b-NbdLQ@MN9{`-|oHR<Eqyjh%
zX~V?{?c*3b_GH#mUu>MO+|z~V^RwK6EX5=FQj%}6qjtWRlx6b=#@l^lz&uG1vyXMT
zpGf`9)~!E$nfk!TC;j!W(qFe_+twgIPlM=vNCW)B1)%n#Y!temG=QU$v|;J5pQj7h
z`XRe;*|@R`*PE9H_$rNFZD9JlgGOc((;$xe(^{dw{wiI7wV7!k2Nh*A(-00a?B3Vk
z%+KT&=qBr1dXU*-8J+7J@66X}!YIlc2Z_2)zexj{E=a<<sC_>P^vg8D-TTESaJ;be
zVoewN<&$6lj{|#ZVR#|CK$1-7q=Cr~r~NMVh#8_Bw-VA-mT^1ttiU44GHxeNDDdim
zvzjv9WKIU)Gn{~%D5L<1m>yJbX%I}<^tGdaLmbJ;3GsPlQj1*YXMS!q)8zVa&@2R1
zx@GeQpeiGFzvqM*!#PbJ!Sff|Y-xV-SLk!04~Jpa$G9cN<sE!=SYSx*51W)7BGi73
z4v`v9A{9L=@K!<Z;8ALEk%Xz@8bFN2-`D#WwOH3}b_-|N!%eUzti<=X)CJZ`y1ZLi
zjlHfe#9zzS>xa8Ik8OA8Un|v6<IJo*n1%coTYFND39b~tz<`8ZsA<}9#0N3h7~^~(
z#hXrzG3o1>i#$Zt^1_uu!=w~dNduZ%l(MlVn<p60dcBDgj#iQLO6%`EBqja~Q4;CX
z*9-~>!9FQ`54SYnll2O%et|Au85!PQ^3<AWYE5*C)<mhr*oYEk-~UC;X)^=?sy>Pv
zDdeo%YzUAr8(Jz>X06-%Ex$DDwiW`oz70$!sG5!04b6J95HX*i(2CH3xuWGi$B<hQ
zq9XnCyNSeClmmY!A;i+CEK!!J(=PEQk15e2WWp;O6-C1q#bgMz2vthPF@apmYL~?m
z!=qEYWuTp+m!nC!2&bqkYNlOG_#%RdF`_Po=0xOO3e|CiUJ6T`!K%2$N0NLAnMC|W
z?|PCrWGfR(!4!I78DJh~iNdUMPe>xBijEU1!HLc-7E`!RN;amjos@t~+L>Yw=aiCV
z<{vF8%giQhN4NCK$jdVG=M<V{=4a86Q!;2V8?Vi&{A0yu3XErjPuda3mZT|!HV6J#
z;xvWs<Ya0J-!TPi3dwr%m~tfPn!=?~9aqGrke!&EO`$s>VVg!aUgD+zWk{ZY@J%69
z8<R@{r@zb5;<#csLYKY8h~R1xX`HHHYK$C3B&SeCa=DR}%_p8yC>^`0G&Q%3j?UIi
zSLigHbSBVnn{^vfO@>6P$<4a$sDMk~CHjEq9vs3Cc@qxwV}D0cc${?`z5y@UzL~G_
zz;^hm?cZj-z!lsM0B$YGS+~s_;Pq&WX<XuBH3+ILQprm+)z-2k@>Bde;&Q~nR0umF
zX*FmUNXr8PTMLABW=jjRF|#u@yilXmA8CETgm)EjY|2?sb7E$;T7)fF4k#Fq<$!|K
zSq><es^x$p1GlkYYq=T;W3A$94qPz6%K-(ey&O<^8VQ3zn7iaaMs|g?3Sfci1%-Zh
z*sFzhI6Yg6o{dh$nTMdAP-!G&SJ`htmFduL!ig?rRs$6FcJ$KjDmArRldUu~BiU4s
za5(hRF=$~OM;}R35DKtyi#D^07;!#<y8mRsF`z8qp9J2B{3pqzkJ*!DQECB`<k6eO
zBw6SHKN0*7lR(Qkf1*4}TW*pp>N+q<4kHntC==8aCV{u^5|d;TRR+Z+%R7#D?<;tR
z$tO^x$9+P1V3G<N;u%eWNpeGXU>jP4J*cHmm`$r3Wan}#At<^y3|c@JGRBNi7~AJk
zaSchz$~UVlJ_2jWz0QxESf3>)jDEB8k|iKwSnS72mX~jc`6@5*U+^Ll!hJHP#Bz^f
zxxUz*Gj~hhFBJUU$9Epz^0!_=V|%DVIK75`AtG+H5xE75g`~HJWgKiG(b~?c3!|%c
zhX|=k{MPTjMIbK~=!F%m{Tej&5wZlrYosE&$mWwLVC{^=mL8<mSkZTxI6>%*7&Nx-
z0+P5Z$U2pYvOpU(6<k+Jd<9XhQ>P})X(c;j0&-Ys0uh@w6BcDHJcP?UzYlpf<w&2=
zkO5m&Ye39U2(0R@ZUGj$1nV%(0xXHEp$k9&?&+%+c7h`y_g_q=J_0O~vS$Nnx%&tJ
zC5ayez_R%f05NGj!DUa;EG%<!#J0p7ZsN@0U;*mcA8G2)I}Z|E3+!*vb9&B2Ri(ID
zDA~jnj_YjPioa4e_u+<>Cg}5V2dHnN8~CC<KxkVH*1W%gp-oc*{vK{pvU{wjgsih;
z?e0VYXmY!|Nd1X4S;PT3$!|Z4J|Sw+N+GN-h#}jI(So8(ABZRnnLd|=RRua)D3rs}
zqDX^NItZi;^)uua`SM>U7uN!oQ~1+EfX}5yV?n?Ys#2=rk#diKMXEVh_Ij||8Vn$=
zR@FTx+F<D~;|u^lEiaVG0I<B|@3eZumj7U=+xHuJ_iyy+OMAFp>lb0D)r4eY(Crk#
zPQ0mMe<84Q{!^IexBBhim4CZi|M&m&QmCbWxl67hmV@q_leX700VOTZENvY2|2!{5
z`!$8@*iVZ3$LAYiqW86f4-zlbqJqD3xL@tIVZ#=_3fe<u=fn}O^rc0?p1*WY_cF16
z18jXmHox%uj_hJ%L+pLM{S^J%haT>09rOiaqwR@!l>+Bsd&O)Z<vcvYPREo)du%go
zt6jSe<@0v;fCF#A?g@4TWJidK1pRJ@rCSsg(6(*@^Pttxp%&**(GE8MehVPP@g^HK
zXq=PG@tPE9f|H5G7LE{nVqlXp1RsM{AezMMIF$&Ma@~5*A|9=pMSsI@g56UfmHD<$
zDsHb@u)x!HBHEk_O&-<;h>Hq}!q&nB_oP6kT)Pb{nK*^D+5B+OgME_HUkAmc&fFa)
zDk#n-rZvS)H1V1;)W8iC_7-(*20+2$Yy%^bEw2kg1b?m;5xP*6;uAC~;`rV`$X!D#
zF{J9y?G+SPX0-lLfl>D&bSEOF5$Paw*Mp6^0G*Dgt~hB##G{~e7+*pkeQ<*%;XawY
zp#eYOSjXj~@9v^6*c4F_2_36rf!3N~?InfCqtl+c=u@A2e;N#Nxo-t+E9PeA#GHrC
zafm3Ut<Jp3X2PJ|LfHt|=08*hU2_ym57gfGpY*7&Q57?-$n(rl*$*Q1;jYZRXd#u9
z+`lJeIUqH-LXK|sVQ;A`@Jp&P2Awi)dtCPQcU~K!{bc69YWOQMboBej@($)h?IrA|
zbo#7Gr;(`>zc7hg*6`6EuRA}IH7dxvDQkuac67rHj;ml$e}Y(p2(Z`2@Rbn5GxKiv
zKbkQX%XFu!Yjx9PlZ&1-w1}(-_eb+%XMncr3}0tw*y*;F4LyTKb2o(<4Zhua7#wJn
zQBw^h5fyX3gLR@^+<H?B*^ElVM@@CZGmVOyw;yh*oI2Y=y5_NBbT%@briH;!_IJ7R
z**P3U<&spCb1vX^YXFs6iOlnN8AZf1Jcq?kSJaCO<FjmT-P_)wPBA*k(HM+V&MIfC
z*E410XvY>dT6Cu-@!a@IZ4sxlHi+_Mk=Lpd3z?%1$r>+K4mGRBj4um*duwa!?h_54
zgG$@GTaRV<=IFc!-97Bx?Mbpc410Sa8HMUf<sj2TTwzg$Xd&n5j3;eu3HHd%LE0xz
zD59sXRgO`(6Ewp3XwNaMDAS$RtNd-J40r1$M~=304w$2wZZC}=yp-nwOhAI(21Qw)
zj0hM6r23>YWi4XXprq0;Po8$M<4U$-zDgq7P7}u@U0BxAXBUQ0u~=|v!;fZK9+Ge*
z_9Ki|T9~Zyonz$1ma-i4VP^;{nP{QOF|7e?Eb#Jl(Bb~w7GmPj_?B6hhh)fxfk#U)
zj{V}LCC4&?>ctkSJTyDpf83KpOTHpv<1G)F<6|ucnRmMwX?kep0*^W|M}2mChddm0
z0e?Gc#ykYq^Vy))mfmxmZlaxg2d6sOejTS93y^OHdCKRt*IE@E<)iIbarcWG?Y*a=
z87(6LX-Ae8{W9Hr!Fc<*uHpz7vpPD)n&83qERr_tyBg<jvdd-OanMG#Y!V4>OcG44
z*R8r)Z5@;sVBP?qhO#j`)=Gh7ibiLk0Jkh5*jjeQ<GG~G{o?KCPv{(^TXTDI1e{%O
zlDlC~j#J0L^crj|3)A)y>x4ZRM3t4wLb!QEgm)2*n|LM`sv{7b>1BrI)=}%CEhvMw
zRhxT9Mi#B;7P<#VM5oqywIOr-cnjxuN5uJPxPJmzu$@>~HjY>qwaHkBBA$(zmhQ<K
zO*<Y1e9W=%{CAUAXlHn!I5IT9^(0=*iw4)~0k|;M{CAuH+%4GwhY1`Y!>e!{THP6~
z=H_1Gp25XcTMhz_W4pT~dv6@EqVvMYtFI=XV^@zAumdrp)rwz_p|%A&VjtpK5NOU?
z8wQ7L>V^?%q~1lTHC5Q`mm??v_}m*cU~hxJs!8@Y*)$+P*{er`nKf}l2LM}Y2Oixb
zUjGdfVZ_k`sI56Px(>TRb=VGi(J5d=9a6B4o`U>&6YLRijmRI7CaUAOC~!OQiZs9i
zs~FdY=i!)yk^_e|;)bR3IL0LM+}pUbTfE)sz#-q`gIKNHwP*Mkoa3S_c=gVZK<uEn
zWMHQ?;YQm&8#<0sad2}P8jCp22Xd308>s4$;sQB3KVB8etUGlCxfOQEX`0s6as(L_
zeDe1C+w@e7SLV@Ox;g9WI2NxsbaVk5i#Wzy84Im85M7P26tq0IIPSLbDl5&^BwfZ5
zK5^rAT)h&-SoiJmt+lVRV^Q08%pAa2xilRs<2qk218x$zmk(>?OKz*>j@>v;rYKJ|
zltxT3>S#5PVynrBIsDAANR5~^x;}};=jTqs(O#TAZ#5>?>{RP2$xX8-mJQGR`W&dA
z-+r!EON+7P7|90p^Se({@QyQ`z;BAcfcAzIJIHa4bZ1O6gd9W3nbqb+J4S^wPjpEx
zr+dwrgP4(VHm>97nVB=<<vNz0%v=^jH*W`|xVnz%oLOF)wYxL{b+ClQSZ8^=UbA^^
zer@hbJDIP!NgU_E<{fWnr#TlmmM%AS?X}x+?2t@!jG%jjp4N_qI|;cPh-2&#bNcQR
z$DAHf4VHjIvtaz{qN@`>^N*;uhPTfBj^l&0QGn&_KOXPsV@U$9xhy!24oOhMs~bUO
zohN=<7++`W#_-qK)6LpPTu{WrRfYni#tuV~ARNwXaruT<X5GV|n1V@T#A3)sM|Jvu
zeSsy?8wYUmN%j-3q_khe5D1*TMMc*p8<P?`$K=$}K`0FfN&EnUaoTcp&D|ALXra{J
z5x7xU87_u3>a}zoG&D$|s}LP5vVe29PvPcPYUGj3A`7{q$%Ej}hdN8ND2>jtgWyj!
zX~dVY4rIZYHA%lpf8Bxr(A<gR-Ostjo<dhDIvr7^6oj&#&;Y+m7r}CGTxoZV%ScBp
zAGC}b!Ozkt9tMY18KaI8KyQ-xS(haTj@==2k#sF1eVF)N|9w-m@!c4K>V-k0h*l6;
zWbAHAPpxR3cEQ_I%nj-4jc793I32z6p=p=RRMIUWB~ej4GD+|FLF!|<rCicgx@Fp8
zSghvZPFQPWd4tvs6G0tnQ@3=-xnwkk*nM_+((>&)+{&bx=~xvVJ69*p9v2=Tq3+R@
za^lSP5o_X_C*+?K_ZbS0u9=hPw)Kr1%=ppc#eJ!ENQg$GNir@b9z1b&mg6L!RX&!J
zZpS)5<m<iIc_F5J<~Ym8i`L69#KSgc&v9LfXOm@5{~Gr4*rp~kMhxt+Lq)RQcHOYY
zE>4m=cHg!q%HNNh;#nA?(SGM>D4e&jqczCB%um{h<~;9E_i^`r;<}Z)2c7q+Q4QXP
zSN!8`FHQ`(w-;ybyxWU2bN=ncojw2d;>^F>#n9LL`l#*2nc1E-qZTM<<_WeJXMPkO
zO}J4b&Ye5&_TtXnqNpp$-C@-B;zW}~Flu{oBFMkJB(h@(%e}osS&z28aDMa_i&gV)
zFPu%5TK$`AdvRvWx4p!&PQ1Ouavy1X8Hphp?W4Ar5hz-&K|6M}l`e=iDDU<XtBuB#
zYkP@hoM3y2<#TQ?=3aG9t~e&;9X-6S%e`Fqp8a>|*DHnZYcM(qgtPEL;d?|tfholx
z;wb(V(mDjy1|teF&}-dZy)ZnegS#UPn=cFB@3;CCHAM&ADj=YoQ8Tr^k_RF2vZ1SB
zeZ}B`wNWhZ$A#|?l-3GdjfCyGRpPKiQGD2yO#v+clgu!XK4fdtH%MlM7hTfdaO$u_
zP1r+BI%Iww^vH&-&}avHf?7ixNBAG3WGJK*;9jSV${SOVUlkf~qYeeJ+MrO2Wb+Cx
ziA<1=`~8&$@cuY#)n0CrL6!1^{SkeDC+zbxpIA7|@VXfEdcmRcuYZZc83OcN%xAO(
z3X{B=!pgxF8S4cX)(?Y0cONl|4xnt*J<zcPu97!yMsHj28uV6_0;#jurK%zf<fSSr
z9H>fD9LICnSTAw}bOrh;bq#}l=Bl(6byLB=kI0(}{zDi1r5cR>0*+^J4gnRe&b-IC
zZGYRQ%I_;!#QlCVP{_$b_dI97KjzP5fCH*{BnEViu8fXE$$1R?<$4$%^ur$r`FrR`
z)syeJdotz6SLOOh)91aJk4=Rlv*DR5O|5dEpwCkf3DiBKjEn77_4ZxW*2|{nZIkM#
z?(oyogsHd!mZ5bn=DghipWh$o5E24-UZQZuDRKpqm@UW%?FH2IJdcwLZnU$A8#sXH
z1hV@Gd#Z((i1EcObdvmhzxs**ug-i*B?Az{#rlh?+#l={AXAJ1&u8>Y(&Ag?;)x6N
z8L=`h$e?-;5EpqAGHFazOhpo=;)MO2A|9}3MAf(oZx(8)SKw3#{oh1d<zh?`p8%X}
zR|_q1n=0ARitKD342X>ni_?8@YE_O)L?h1O95kN~JJ?S!1M9Si#)6idrw-wq&c*4{
zE4DFHrBJX|H4S;u(KIv75gJaHSA@Hb{tSJl%d3MZ)8$o&V#djId7Un=GAOJg#W^~0
z@L$rVJpz`evnPg<nw{BSnSSRBkIQenl2TT>oN33UX)-27h>4C{7z6sYKg$HYT<_M%
zF_cwa<Yb5vFF%A@qa%WtmEoN{3M~^2kmL`wlRo1UDPGAl!-$b9=#&vNmJu^HcG<@T
z3Ii@K$-XT-iubwMlung{^EbK@Qw|OjLgwep^okLUPD2z~%+w|JGrH~ah1VHO^N9D6
zJ-s9{mmsQxb$pw0gyKVW$`Oi&i5aRtQI3$bbh>O$IYYS_@6%<QSnBF;%E;G*Fcg_G
z^4}gKe*~v#8WUHh<k5d+44($4Nopx&&P+Q{NOJUFA?7>aIE@KRf5zELShNjO?4G9o
zUl|o!?NGJIZYp=JVDyoFmw-H=C<p8{DAIt5OgIFJTz@<bU&AvWKqF67k%65P&@MSL
zgkw_((VH_4NNw22pehEdEU%z4)$Q2OkwI0`$ildNikcSLv7~^Z50?+ERxz}JBg2~{
z+Q`tuhEGt#G7JH6p%`exMmAtc+(uc_2G6ca<dV{c&#sD60k&bYNv(BuZQ#gOELm>?
zwhV&pOp#5RD-$Rq-i@LzjSRChvS>d>QH~KcgHD&F#cJ0qF(|Dr6W0tjbTl(kl_DEo
z8+1gIZ6}C!mh3)LD!?{u_V961b3`+>GeR4Ab~6d;IXuN1rMnTJ<g+j*R?^M3L9?qX
z%G5S=w6I0J!s`i{mDqrhD<B4h&j@yB!mh2U=k<y^3XITcu*i^9u)$DPTw7T-*-^J<
znC)3OqlVkCw#}>Eo@k7vp)JGLyjirJD%r}~St2v{bSWx}TJG&U(Ok^Rqw8n;9*V3m
zMrR_+RlBgrBg5!?%6!$%8TE83XEqqG5n`-rgGJjgVN+nrV%3I<_HzS87O6H!w4E6c
z%kI>Mj4V_!gS6f`d%d)QzA`5W0lNKs^!K|@?C;S)m;8}CEE_JOroeHHuwTc<Qx;fa
zr%pFbVT)Bg+PY#zV&&1X<n8)JYgG)GEPcqWtPPrOG8fJs+ibX~%VQ|nabUDFMVogF
zO5EA;`eS3wXjSCY%LYzYHFDEt!$m$zr4q_Tn+=nu5MbS%o$elu*2b5vo4XB>tvBT+
z!{OqiE}w(+S{s#S0G_apCA!6!)kn2AK&TVPH`(a-L#)ll%~^y`wEji)p0esfBYXm+
zf7wDH<Uy@LqwP2e8tG(Pn13vCVo_t9%8B2eocL#j@1b{!P;&?#p;h?FrBhOOUsNYf
zRg8R15ATcjF|1kFTq|fpKKP!5O=1|i^3O~q&T)E7CC+*b;l~V;sSsHa<uAsp;KKp7
z)k1^(2)*w1*qVrRSVhyosSf^mJWruH)N2qKbBMhQTe9d8W`@@<5;=b$GbWA;RaQC<
zl>ZXzI5_i9WhZY>b`q@y>S?;g*c35Ccxskr$YN-68fIxzJ*6M3<=S+MiOyGl*>-kQ
z@w{0(-^PQi$5ZkA+o0|#;IumM)D1$;3m@aNCPHKedtniV;4i~=yV&iCU)qZl!uXcd
zQV234gMgfymnZo(78hduzupKJ7fZ_v<;p^3b)nn{gIZ}hTrMru*Q#q_u)5d?!_{h~
z(FhwWrNzbNrIody99CBAt4l$>R;dcX)=OcqRt*-*wdHc9UaHmBN<kHfs`bUnQdnCK
z*TU6WwX#w|{-u@D>Pop$3CoqnLJ+R3EY_FAglc^uSgx&vfT`6>)zWffq10GzESG}C
z#h_jfR>I2ia<#V5Sg0;kO3T$CSPjc7rN&YXbt{GClK5j?UoIhQrBq#8s4SF9)#Y-n
zQb7Y&D%DaDuHkoOp&nG$7R%*QX)!1-Rf2`J#_GaKt%91Zl}nmp>(y{&d3kxUu~=KF
z2Bms6EU&HBgVj=_g!(Nk*VgKbYxVkSST9#fmD*ahUT>6^%geQ3wYIPrF0Be4d=Hl@
zjm2tZu@nShX=!n>x{7+N1(jN5wOU^)t%TKOP;O~qwXslHTCCS<3o9$jD~+%gE|-Nq
z=Vcfa=bwRv+n;ZT-T7iIs0Qu%12uyB^Vvh`ik#<&`9RUsjs4iO|H4QLI)2|Rzf>%h
zJ+DwuL5Ld^0vAKmuZCgA-wQio53WY)egkgDeO++zFxYSV)kD8Y3BJbUFBBJ75Lg|k
z2wOi4Z~2ax-2HBQp7VKL2e;x|h*&RwQfJT9O@CP^mP!<|9g&nf@PyIoOD<t^Tfvll
zJB+ti5Bs%Vi(|ra9+3zgBc8X^R({#&{)FOt3r_hxnRwrVO@51>JjpNISVtkWO_1x!
z1A+@a`3>QvTSr$vfdJuxRes5>F2b41tNf-@PA;Ojlp(*zh%hcF<TqXISg#x}1i2I<
zzx@*oNiI0$H{Fm)W0w1=K0SdT<{sQ|hkM=Lp)4Lpk7n+XC#3^y;)2St&b9l!+MnlT
zN&7XN+|>6&uR7d=6DM-Cq}H&p8Ry~I30fy!FdQ_yJt@!kcUrw+%YQJO^PeI*bgSPE
zUir7X^?(0QFFlIhu3UL2Z~^si^eIz&xL)fQU&9Rzl-~y3P7y+woA8u#aM)|@H3zzg
z@<O>(z&}f-BoB_v!%p9{*}uJWXHgR2rK!zd9&B%JJ=)nqLtAa-9!e@fsz@F&D9Q5^
zEC+9KC*Qlj>3{pJzgjFU6jzWk=j)U;EcoSkLb<paPgqJOREm{2#A<OVo`7OXiIg%@
z*ezF~-yQa9A-AQks<(N6<I%mX2aoR+_v^^!`%kwv?mXP0H%~)TclKKdD24qHoeU^=
zzyU4xS_3@8D-VmgoqJ(?jCdY7!jic2Au`8yFNA2xj86~P{h)&g?zjBALA$T=HiBUr
z-MQNvh93H<+CzLP0Me>X-naI<^<g{I?evYr8W8j+8>Iw!PbQP<PcqGpWk2d$I+XoL
zXx0LPiV^!Ef;_I<83~>l$Ud2i^dEYipe;>I#<3p@Pho~JhsML{DE66vtVfm7A<YM_
zbflsf_7mljh%{-E8sfz2X6dYsF2~X*)M~4fz^nN6xpP?I>vQMf==J%bagM=RGe5kE
zU7tG(yYP36?RZC6bXBUgx$&zwq4~inZhdZO6Sh8g4x{XwKZg!lpF2aOAe=u7tJUNN
zC(YkUhqqQOo~R58Z!}p34p%=>7E6P9vV1C7{X}^%m6YQ1q`6r4Ie(^Dr1}Z6#k8jL
z=hIP=Cdv@@@`Gzn(D^fvZuTV5QBbmpa#<0{CdoJ9iiAM}2f33JFzFc68sWK%V7K5C
zKu@xRh`x6Y^d>ZY4p@#%p9hZbhdBWGJVyHFnXqUz>yYZmS2^G~KEYVH+t0^>+<h`0
zBo>l>EO?|7Iu;ZgH}(b&NIw>q^=lDoZ!92FGCC4)IQj`QMPadZH2NdwPX?nuHX?~d
ze>_C#Q1r*cXGfwxCZ_S@G2X#ZU#UR$u{iX{tc$g3lRez=usNg99}lGtLVr9Y*fEaZ
zI5E;XE|Ik5)-lk;0?<!L8Oum#!knV7KYopmkKQ9tUIm|@uznnHD_<U7X!C(e<oSHi
z`P)j6`Dz^5GmNc+GHDnOW`fS=0j02Zx!}g{#5e@x*o*-+!3GOx+6n)E_THttjU!tZ
zgse9#`5`~6TrOw19+s;Jkl>rTwvQ-^vQ!o&l}OvC?pe3B5<rqf2|&_FKoY&q>UGAw
zde)Qv3%z>U-IF`Jle>D_zoCCb5Bu9YVn;^g3ki~<C>LRwKt}A?@yvMa*!$Z%1zTv@
zd+6^nm5B{C#!{Ccg{ht8Yd)8wkR@Hsk4=E>SHjbLQ4;np?K+wtOAfJPuRuH`{-+_m
z!mZs<JUx$PtNf{JXCWo23l1|<48>NPG?!&NURdL@r)Dh4TO7=nBp)voaZ94y%a>$c
zbb4~xDpTo_Y}M*emKYw#%aXdr%VkrIJ0!a`#l%p0RDrg96BeHh-9oU7rjqs3FMPuN
z-GqrJsI=r)uI@>P@?*>8_>(U|&9hyZNrqO~Tz<Mz?7kNhSA;A4PM>aToSP4G%(BT@
z0zRJ7aV1}Z-1a&>mfUgFQ$l7V<#*Fr`~S&uWY<8GB`G@EW|ppuWHmP-4uF#tk8&%N
zvF2uVr&!RMo34zsH8(LPqA{YaqNK$#)a;Zcr{e6y<HVxbsS4+)yd*{Qv!oG&*RexH
z2;n$>EUoK^YAiW4JHi2+JdGvPg&rq6le+2e!i{^9Hh=S;prpH}vIQ>K>?gS5-m5Ir
zal8ElXF80IXI;2Xup4-_r_ATXM07uGe8nee3C$o&MoQsw?Q6NS&Ppz1nd^_uM_th>
zWQwtj>K0nYcwz><C`qQA#Fr+9-BnrIvQ^{KstT569Xp7hEQJEt$V$WawOOwtbs0x0
z@9?>41#cstKp}06iznCcxio~sksHa5;d5ir%A~DH-r4eL$Sr&_Hs?sbbvH?<-|C#;
zx;^#_-XWPAZ1T)^$tL6u%IkqNVRlc5tS2OO#XPN>y4h@+A7dP?C)>lMGe0sJj5*pB
zCoVqJ6sH|`?>#2<xMN*$^5PR#aoXY|VsYBBw|K?L$DBCFBxVP=2OK74&zHqT7%$E!
zPCrhLlb0H=rgDBeN$s5#R=HL$nOsk0;#s|9Dw#j@cfob0Tg_y;A|Y*dO4sl0gvE6Z
zk(0a|Qtl*!qCI<d`CSer&n6{U6(4M~8R%LS?02)%$>Czc)-QR^FnQjCDocSo_3^o9
zGAO%<WF{`Th-9WMy@+I|F1?6kCNH^&WTq|oqGYBmzldZeFT03jCoZ{&WGC*FQ=}>$
ztrILFnWZSbh$K?u%`Ur$#3>K7h;Z_W7ZFY+ldAqMvxsD-E47F?DJNY-oW$-7UMT8u
z2Zz)*$)MCCQc#4>K}Kq3VM;C{PFXagGK+|luKXh6BugzKyOEeav^xW15dZ@gtPeZ8
zty;(ibg)>_{>$;LyxHPM?6I64@?4c8F3U%`6-*{Iayqht(J{s=IfC~bcjO4j@<Wc`
zepoXO$kk&$keRL|Z0)wKnkL+idxieS!9p3lw1d5%-!@Gc`w{oP`5Ja6^WLBS<b8!7
zi@fqqdF(hGaWnOWx{91(6BaUr@ySy-r<<+M>V$KW&T$RS43_J2Of*wp(L_zC<soWb
z@?DT{_WZ3AE!Ss~$@XET!?BH}dP7Gx$n=Iv#je1Igt4tiU{9k8haXZp<)@qD7wRzW
z(LAKmmK$%ygG_xi4VnB<HZ6n1!z9u+QVQ*;8*z>Lyl%OMX*o7qh3E7(u)xVegUK3b
z2hIcruhJ6YjGGB&>kB$w3fd*_+noQRX<RZ=q5^7n+Z-$X0}EIk3;)`PLAdF;c^!ih
z%!Vw8o}*~p{BtI$<3k%%4Gay{MGZE0qRinm8!>3vB~@Z+HTcMeH5DpS|Fh06=?t4o
z)mY?Y$X!ZB-mf{YSv03=Cd3Ml-J0K|OR^RrNrG&~j8*9m<KLQN8>#M0IkeVvx+Kcf
zi)w~kj0<a~S*WYRD)TTR$?{pvq<F7Xd&K>qyi}{q5N*oUpo+HxHj%1z{r=8~t@&_W
zPd53pGmRO<ceXvU$huC`U$66X@Flm0J0U)#MhcY4RdTX?I8$YVw^}sn3<FR5egwTT
z5DQ*(hAkL1)S_X#6V_nij3_eRtC4}TM(jsWrr^kRxCpB3IXuqOE%uLW@P?W37c`H1
zwc#$AS;AUfyb^jzABAWrYKYUh9t}b763^!9^>|I^dOgBb9hS`tZf3U9Yk`>R>XtcO
z8gxUPE)6e#X^8d$+G`)dx{$QnwVbAKf2J*a>yFQqJR;IswOyu^qT7PCcj}JYF(`E%
zrX-m<r0QZ5M<wlDA(NPIY}DaU8|LMg!KM`q_Hj(LFrgIFgs+rwtfBb|89*t{MkG>-
zI<|u>M~-{*zJlc+S7a@YE5(**Ev=W*Y0xI3f1fv)td68ykV0$Pmq~yFX3|B<*lKGz
zV!1kybfYX~tjtw51q2^uNhfK>Nt%%ISH4lkH5`k6OBI)8t>q{O`}{hLA?A65bTIPi
zpp?m~9>y(7W_27YVwOi`*;|m+L6XeAh_>#nvpCwMwt7cqRno+kjz`H9N_B##(TP%6
z{!ogltLmUKvE89emd1EPnJk&*3}tM>+{!zO0b{5vPbgU#GArW<C6@xNC3+T_`NiVn
z*bPdOnb2r2D0$J^2})jcY@tzD5H<zE8mwHP<S|oJd8@A!SWzhlD21FLez*Of6w;Dl
z*|<L`q-3L^@s$<lCxyJkmMZprQb-<~m=xw8TM8ADS&mQgaz&Gu>|otFg&B@1KBXn~
z7;$=%ER>12e4gaepggY2lO&~x>qTl#-1BHOEl+{U;mJ5k*WZbzE-9rMs*;?FXrixc
z4<MAv^b3L}eOaO#_VNM2DI~~7aC$1bKiQ)DQ*jO7C}l|UZHE&q7K^1~ax+8|PVALJ
zd6;0*IqNDWz8i3eEvFJDiMlw!wE)k1km8?SClEN`kzXfhkXgZoy(Bji5-t(?IR-}m
zRAMYQMHRRqc?TqdOk6q7w~>SxdjUR<B*irjt<eo7;9Y?UI5R6z=lP0~_?$%&lj1Gk
zxt*kl%lOZH&e6qWrE<RV0b+#LH43cF*JpwAifoqsWq};7XrB;@PnDdf@aMfI-(#X=
z%k`D|Y;C3;w1k`TK13<5As_Rp#<!OgcNKM)6d%V?;MkzcqM2G7*ug?@L0wx?x(ley
zISGH$y3V9XVkt$e09R3CF~YCa8OL+fdvO#pT&e}gObRL<AIRI(1*DU_-q-h@xGch@
zAPTrNzijH9axO%v->zJwjMe9o2(=Agi8;?#okV$&dP;&X>RV0<p-wiRv$)`-em{pS
z<ntE7YP0pZdZV`3S`LJV@%2*yH8D9OF;|_dPUTq(>?HauZaFIeFTNxh(DzwfaZ<(?
ztgPQb7&2bqtmj+v+mhg&<n1S={0JFH7QamrfXytfWYMzo+uLRUvR@oZ`-WBBw`r0C
zJ+6~$K_i$Ko^Ro<)4DFD`dmUXQ|s7A0Y$N2F-iJv>Y7xMd>|D<bJ!Q86noJs)UWJF
z45~#gT%*0cAUV9Bb$Lo`&f;anm-<{#*QONk7Gfk=zGK4lfV!etq+^)PL#c`Ix~Ks|
zC0u`h{;(VD0E9B=4@QyqRfwnhj(WP;dD^LOcfQe-|FY4+{jG;%z5mqrzS<67+#I!@
z*IPe-Q~hhWi<qrW6IZ(4SO1`=`jDS)?%<xaTgT<6uzB;*Abi$|AYAq_u=zvpd8JZC
z3*%e;WY10V^PGgfsYgYXClsB!vczca)6>8K-5oV4FW`0a^>Qt%6DV?*%qS$i{{EK?
zh}cqmG;*wFLu1|y!LJU=vyRGG<y%_yS_C2KZHEKCyokKvu0QlzX!d46Ivj)vfcw~C
z==p>yzUvVnw65aW-)!x6A^{br+xSi&iYLC}IpuwESGUL)Q<G*;uQF>@INY;C5Uf}L
z=eh|@^X<;i3%9vMP!Flm($n_Zuy6CA<}hjvM}r_D9)T$xZj7Hn)hY5iFc<dwE&QTN
zBW0(htM2#PDExDOpQ?-Q#`45a>blZkSdFVh0OSy}Ls<wp2QOOPQPg=BboZI-2zoo6
zKK|8uL63lCQ$@2mwL=tUx*rawQK4r6%COye0j^Zewm)d=#(>sI_#BxIsd$ijqe6j)
z|Iu@u9$>Vqw}O_>IS-+#0G8mG&2Y+Vci<=huOqq|sI;RYEPy<;hV{_5Xh?8{7YiiY
z7#}n)+JX1HgO@UF0^1(Ni222X1nspNdC{n~i=jZl^m2Sb?M4L~1jwwXnvXhy3eJiW
zGy;=NXLsr*uG(Nl-a>QiXE8RNLR|a7kleN@?gQ!*e{T;s$Sl2yyyv@})~>fl)r+XD
zqFppQk8l+J4$`9wP-q!v%!WYk+lm%i9;nsq!Xnh22Ccc-DeuJ#u75CW)%9z3j^u;p
z9acZ8FMuJfCM$_)$b6~;CiyxedC5kps!)$NfpV<*ybr~`?x-D1-;M6-o~ZBYxNC9T
zzy2%5nwZN5ELoF&@Ztp#@Q!VET2<Cir;02)i#Pp2Yq!=%n?IAu@qdL+1n*|8M=@Wk
zn49Pgcr2hH*y)na*P5pQn$Z=HphCzU!IwQ4HAC(|8cU6Z+QQ5qy$J6{FsN4{K#cI3
z54@m{1jJ@Ya})zJLmh~EhXT>%7#@IJZsA46JH<+h@MBsxYvp^;V`_)JS_i)SI)1kX
zcL>s$|IcHN!n>{`p<2Z6g?=R032hIGR`AiWi+33-5@v{?HPUtHKhv1fYLY|#82sC#
zE>9g8nk_D33v(KcP_)T@IKuma{J`^iKkV0dMno%oS)~Dr<{BbS)sA1Xh%4%CljxdW
zTs?yzCwlcTNun?VN(46|G*_b9X8fJi{dkoH+cH{Y062k!0}TzmmX3VijlAF4#?p}-
z74hCJ8S|>1rRHa$FRROdEjNGOb8E!XL>=|68+GT-Jst6x8=;#B_JMlY(PSUEWcPRk
zitpSH-AG*U-w&|3WM{q6d7&e&xykT0&*>QR75B3VQa|3Rd{}wEvRru=2d-J{CI5gO
z(|=(1_+w?Nay>zN*hiTdF6x;_^SfftE;>v`<CTnwt9my|Ojwu3Oi9w!=W9P=`8aGf
zbb2`$^QoBJbe^xgN1HVi{X7mU@kes6Sf^O!*7FJ)`yA+LyB>dH`uL=&=r7Wlis>bD
zN@eKf^hv~Tpb(cUZ-7{PK-T;X@g*gc?esuw0-4A>8MmTzlmI9Ghd<_HC@+W5L}%q<
z%G)N#qxl%}OXPK6&mZneN&oMnl2)mtO<)3#dW!xWapaoG%0~f)J3Y`x+UT@{&=x1D
zgU-g%hs@=c&g<#!RGn)6<}WBR5I(NmzPq}4clFl&^(T*4AKZSp@nmy-{r1=5I?Av*
z{c$`kfR2&ANoSbfpK02o4Usav(`w?{8=A-cY1+}%TSuGCFNmA8Sh`BDz8BwBy*TQ3
zUYvGgx`W&hS)DVEYAzu?y}G_lm*q7Hk@kI$4Afd*I|pA~g=-vD>kUW!Kp%-;e&u+D
ztrpD2RD{$1p132Vzds_AN=VwE5K)Vu+FDbR207<_5?fVrEW{IJzC>n}A}N_T>!V5_
z`}?;@W<pYh8eKX|$tjok?v0)<YJ;czHG!y(|0Cr&Zx>(sr;1wx$byD|a?>Td_!vrM
zK_ri+ytxNwLvc($r0C8W_TAbxEM}kkgMKX>>_LE<D*pjXC)YuIc0$(Dnu?uyvQD)5
zMCP<tKr;R?YA&YoxtwQxp!|624jn{vi5`DUl`bd&pgL)CD4#U>%&Ex@?fD^m`0e8m
zO1Hi7$Hc$M@k&htRA(x3<3zNE>K#QD>t|fhw8)cxNoP2z_;Aj3B{#8>y<r-cM*R{V
zryZ(A2d`U)zJURY?vB+cxL@BuP~ww21QK+ok4M}B((tjYg<nrQ7a_63__suqOKbC;
zU<61eZ<1i-hxI2L8>^2}B{|*zDbf|a{MI*m{$AN4oT>b|Ea?fOlWL!%W2)VoTuzBi
z6<Q+7CWB<1c5!2NaBtgG_1#EvNoD_v0%VGFc5>FOjl}0(%^c=_<f!W`g)MOhBBYbw
zcN|rrWmmzQ25f`mS@AdHq|`3(@*ZG)ai{t$;5`i;K81mNS6=0QD%oaI*MEk(pD~*Y
z^iBMkU}=dHo&I_$Eg<j6+imET)Rby3X};1qMd_~6U7w}Fic(0LRDmSoaLnE{5`y4`
zPu95h;q&zp5?sotfzxUyMhxJT>JSei<{5JyEOAR*;$WUE=c~#5tSqSS?fR{!0Eeh+
zxm!IP?C2t%XXQ_MKcw6R354X#wEU89Gh}2Xxw#$8%{3NgW*27`muF_7gVSm(1PhJ%
z_DXXl@R#SdgJ8M22o1gMrN-Rc!u-;TKN~DAx0mPrc5AUIYRxwrfxpu9=Vn_Avy1IU
ztF_Ybn_$#z&n?aet%YDESZ*~Jml{YvztmV>n%!OuW*4_-{9tKmu021iOL%j}UuZ1_
zplP)m&Bns^Ok;atd!gaa&H3%NzZ5JkEHqm)+cV9X#l}L@_m_j&rN;Jr3uS8rvyHa!
zS!f{XVxze-vpCaeG#6%Di;Jkh(qgmW2P^nqf;#@<%G~U1qcP{t&M*2iE8EL6ORYte
zY-LvNV{bNtrG<rsx$U{uQqym=o5AeLa@${SY&TH8nT6I$dv2xOUJlx`i;czBO0(VG
zZY<0$wEX4P%v><PEagFbFu%Ax*Ib-y_<qospPOqgqZ}*#Vry}^*`9AK1<eJt-2BY)
z_RQk^T)WkpSz20H+74R5!mPB<Ss4cPX{fCYqUmlBPS;z0)9+62sSy-G`!{bWnfF48
zhiJQ_8GiI@W>VAol{Y;85N;PK8R|zBh`%z+R$X!xuk8se&B8c&qY5Cpa1T0;ahT^F
zQ1!P89op8Q!+?S}U@i0#Re&|~Ln;9imm^jK_Pjc3eq_49DR$!(f_2l3Qwdg_Po7>d
zM&C=&4EDTZ(+&2#Luv<CtAv-i$H+wH4fhUcaZrUubI_068RORG?b=)oDvMAq6@nV+
zTgfD#4L7R(Xt)~==v~gY#PGaQwiwka!QTz>e=v}2Ja4=yNVPfIfl4$Xg);Q!LCqVq
z$wW0)i;YX+Sq36iXxRokP|UZYJyM=TK|0-bP2o66zbGtyMgqh&-gB6PP-A_2cMTTD
zE3na7@c#YZ`6t<FnxAv>vjJ-~^Bd+y)hc8631TaC30FE++6MPnC;P6xeyi^~!J_$y
zK%=FN-?j>+QP8edS^wEm!v<wy9{0S-RI;gY%By7)^<h=Bt0*)ywnu(f_uAHAM5rtp
z1yTjx@d?UN)i*<fJFDJDrp-;2<mK>C8r{UDtX8+3V~%F`B&`M;!ht{7M<WF<_ClD{
z2%ayEcaL9?x(vs3h-ian#3)s8DoO?xrmM8fI@TF1pkSR5n$oV$pwX(;88M<)oe>44
z>Wom*sHR%zx3k7*%hWUy;=F$`p~e%ob(ooZtia5VqP<L6B;Y`ig@SX=fGGwFBy0t^
z82H0@!2ku;n6og*6&TpqK$fU5E77J=Fo$F8Ut{p9s21x>#F}uAVW`XHg#Azu>_x#(
zoTq~DC6wR<`mWsN>NIRq&MAm78EMW6W7_h9s#XJI!e1ss2cxJ;5B&hv9W>>_2C3iO
zr|lPrV-oC*VFk6bI|QsRQ8vSo;u6<+O00cgdIQr5g0%w+SZ%=^qzURSnf@q4C(gc0
zRwR@oW#+az6+6yb>Y|aMbw!@Tj;kAmutSMpU_nMrLl0qOS+^4mVHKhjpUDuIs|0(h
z;V$J@gDJEs8~GawV5Y*xCHRYJg@9^ncuD&(Ea3#CY~6zSmN(ji9)qfPc7Y{Fv^_yC
z!wlTODKF|WGolW-kO|cQRx8v->6*t{*vv`|Ah0ARFtNGLkh>Xk@0T<@p#Rdn4h~-`
zEZ)}Mo(0*RqozxYnROUlhf-!6R&Xk{=e6`Iijz%JX;Y;#$i5l0mTDjok3$nyQy125
zbSW9ts7dh_u!n&XLk*^o64xF*;_@;SSwNH9*8W~V3N##irwij9JYY4X7eb|xKw~7r
zq~xYp#eaudZ$j~%jdfJehQHHk(PYe|8>8;9!!GP7GoC}Wb3%hG)TZ?pMz-i&#bL7r
z)t5HW|KJZgR6rGuWi=wJx#2FY1X$8Q@eqRxpa26!@qNF`wmq1WDKetgqfudC<|!Fq
zU~oL4D1l+N_8+SM@cymQDVog{`(F%UtO;AxmSIGOj-Q8vHp2vbE@%weEKFO9u^||j
z6WsFmjnnG5-ie}75KXTv&onrVQ|b)eJTI-3r)wkw8SlVKea6%W?<}TbdIchER`xx=
ziH5X`8o%e5F$pl5ry;B0UB79|qoz?r{=YWe3kEyElR@wksxXYE=Vn(F47yv1Y=txQ
zhT!+7G|e24Ys{pUwin7bL=W5BWZE2L;9jTKE7rFH13D5gA~w~PKUz}^aT(izSR;!Y
zN8blitGiPX$Eu}IeiH6I8=vR^ney}_wG&-F=|`!leq@~?{oBG0(nV&h7D1g?lbep=
zFPc+lQ~)gl4Fd+xDm^x(_dhTqyw1qd3(`c0#>9+&4n?dJ<Pig=nDgjVp`HvirW7YP
z3{McFaP@_(fjg@PuG_Nl+NP8IE;;cg=#eAMrCefXM(3hfN(M~f_BoN*cm5WMHPw1+
zt9u>V0wUTO?kWeGY2e@?p#lfm;yK+0cen4pk??S%Uhmb?Bj3&iH|)sBZ4Cq@_SyC9
zjj!xPiz`_0&Tzw-KVQkvj`vGklqt{L)*4zKahUTM?w%q4N%_r0(+`kfU!yr3-53YM
z1Mj@8^D>>1>E*|XnmBHIzjG$@`OJ4BaowigD>Q=m#=r)aW*_Y;K;{-$>Z%(tWK?oU
zx$l;4L)zf$pLw$wqSJG*m3?|J#?x@|D5@$uY!=W&9qa=3y<NccJ5>U%1fGF5!|Soy
z8d;0lL;xBDQc=}1e7UO0Fia4sd?nL%Or<w8nw?1AW23+dUwlmfW@ITj(9LQo2qMY-
zIM9S7FQaX%t{uo0Q++;=WsyOMa1N_2&CaYyGRw%465864@6pgx_LoRHS6c{X79^Ru
zAEY)RMO68`FXNR!nFx|;HfYRAWUS?8j74?S`{sNFgdUs}Yr)DwAjwL>`Do&}B=YOR
zZq%CH#U1sT$~qKrNwt<g$?!8$cS)Fly7>@CsF^AF`53f-EAd_U-0!x2-hZmOalPBY
zv*;$~0#fR?E*JlhOyhm^)1dXU|Mce5evjztdtJe`(d;nJ@F9R2U7BjFLtKT0tG-Dk
zup4c>US-2yPENX_+6b1^Z8Ys=aDW*xeF)u4H^XHGm!m?@$Dsy2>T=A1)4G4I=fCvR
zs@)4<ZT>hmaRR?)brtJV03;N^xkP~L;8XT)(A@)Y0v)HH1LT0t_jgqnctCW)VFFuo
z94yut#zd9=jV|30sq%qi2w2%3AJqYZ1M#`SzZn4(4Ps*)KYDbZ1W~odL#gTl(Bt?V
z>z;Ry;7|NEpmO?EzuOD3Y)A>!RLkN4RfV9}4BCV-LoNmYM1fM%F%B3v5j;%w+tqM1
z1b_>{?to|4RFz(G#X%iO;$&1oYOkQJcF$lzcq@#D!Ty1U{!@TXY!AYos_Pn0_YjSs
z=+sWwmkj{&W6DAGCu|*)cMH-N9EeRDt?}B2@+xQ*YA0%aMnph0s%lZEj*0-K!Od!t
zpo*T~qViIwZFhn$+Kn0LRsiq~-NgWA2QV}N?jE|x2nZa6$WdjWq#M)IkQwy5A)4Gd
zTK$iho2Gl%y##}4bn_sp?Tk>5=@EN`-yQb4zt{a)(=RdLKtR0hqdc`?SZmeT|BoIx
z`U~J1)QsPtT8s)p7X^^5559=JZ;8F2wY+(oFdf1@f-})Ck<2vKHLk=Mcry2WD|`}m
zZ^bBSQOn@9oTn{~Xe-D%d!+^AksTCkCkBtXLK~ZDKk7~Yxo)fWIC)E6Z{n~=Q~q!e
z$b9|5D!K-;FGAnpYZHq57n#T$F8m;@%!JIL?vq#><#S2%J<<><<W-hC=^@j~$wG+F
zL53?Wj+KW$XV&zO3u^#G3j6x$%Gw}|qBR(T?F15b^>zoaNkcdA{2dZD=v0^QZmvNL
zgwZAet6N)6z!i39?y`6fIRk~E{y2#C@Ky$QFn8$mZ|kV7ptolQUs1rwYQ$?&^L0k5
zYeMvoH!AO+5oncU+{=2FvN+~ahs{j347_(F&Aap1C?Th_^eY?k1Jj+l7mbvr-g!-b
z28(+9k<wN!<7xq2jlH%qKw>pIuqQZ=_+!Y;W=~P`W{;`u<~Gz9^$L(=t#<>=-w;b~
zlJ7r5ozbIGe|Or6!=+hHzmKT}q(j`n%V?)O(hCRgK@-cen6avr9T<}J)!OZQ51wE%
z@MP=p`uZ_7+G#d<Eg;=;j`r0SQ9@stG>T5JDU7|LV6zz6UEr1A&*kL$?`#*&-nxC;
zsyqM8UA>cpFZ)^EJ!j><Y<xr>QTB4kFTbo|H*MpotL2<d;Dq><vz)*0rcsu_DkW_k
z&T>jwVX0;^JS)nU`GQ)i2``Cg^)5gKUIZ~^{f3<8xn&H4WIO%yRQOcS`&7^S81=l(
zhCs^|<sH8A=Y*CwU5+$nu2vtglD9fTU9JA0bWd)0fc>Vc;j5Mq;D$GUwR#ocrhEGX
z(sH@sWy>C~R_}`@DAYga%wvs?ZZ|xw@p-kns#HExvdb(v<kc$O6NpYH9qp4+&8yW-
zqhEe#f!x*VE$D(i*1DiYH~OmKv^eo<^|qy#ewFV^4kOc391bDaQw$C(-BVl+FXGdD
z4kza`ZE_f4pJH-2iJ#(8S6{ipKNbBdC4f@bY%w6-XQPE|i2^Z_$+8cko*N7sKCJ`j
z6^5FVE6Tg-C@d>QWtu5yyCJ&DR0@(oe*Lw#LVhtYv)BQ+mT>~0#OypT))$@U`TDZ+
zJezpNWsMb2Gg*Df30SUUGBYJuCIxEec|H*j<v=H%Gq{?iL``J2{F0t+*(J3MYeHKx
zN}{n<p}kCDrJ`bQ^EW)!F{TjFMkYmM;+=g@N|Z{A>V}7#P4#$RZc4|`aCGNE+}C3W
zX<0Lf@$G<%Rl5(l?I`K#SY<{Nc<mkrkG}C$p?9O&W;hzO0vc<GB-x~jc?i+@pa!pb
zBN}oljIvs@ezL66dbXsMai}A&jDuNX89y4CWgKKqEpd=7w~RwGB$ug3kzK|Sw)B#k
zmMRyk62^3nY*z?X>#WCmfF4x-ro0Cs++v2fhS&q(I9x50CK6u+NV;2WT5y{cT+!T?
z&h9r~d-L#pGQ;|__&GZ}6_<g^ra!R^5$XrnC(KKdnfgk03L`}%m0J(n4oLxh&FmE0
zm}Vdg-bI$20`r9`7JRE^r;tTbQdoK5#a9)9l7*#1B$b24-h=wBI&4dt@FegL$UEUK
zV2`Xo;DrIG?0`+f9TGGX_r2yIq)RDiqtG>9h^j2YYmmig6E{8u*N3{0dbcp$SX?rR
z6a8YU!_`MFQhiey+5=gtj;!Zss!8+9b!&e4Qp)H#no*80h+2sch|#D+7mScOP^w-^
zagGg~AdaBew6X`k!D_-I0#~z$hmd)#Jbnc|9RG<jQ6VDbN_pn6O;l<9l?+WlB6Kxa
zIAd$D^E3ZJ1FK=L6vqn&zM95khi94x7?AHMGemP=gJgQ+Fb(Nrk7@KqWe;)BQyvE6
zvP%V^2Z5JrR>sIYg+nV(j~!9M$8go7r%==8s$2!g;XOm_C{gBEPe*_LnDYle8DYZ2
z`YrJ+Lt+S9tXkypD!#B#Y9ny4rOWl9nS@Ad1pPHvn`<xlI<{i2E-2jv5~JvtVm%cR
z15>JtK(05b^!tmv;5`XyYPFR`zo}W~w3SH=R~WDh!`g@YPv}GscYC;4BZ(kdQyR30
z=8TwlOKB1+Be$-%zQob3(SR*YA6MDlolexkT02F7OK{CLJL6c(O?j*R_8@rf-4D6}
z2>VY%U6b<umELl*(&=;EC29Q+s)*JKQ9s|L2B4o>gGBvgy%P14VCFRe>!7Gm)+<pz
z1@q4JvNV%FX`=^#+?(zYT?O^UUYa6Y@ne^i&@#(TU!Z?-n6kWgPn8rpa58k{qW}N<
zd;<$=9qxsj!2pL+T<X>D8>-Jqi^Izxc|?{h5gbQw3w&N>g$(S>JT)@Ij`%i$2E;0v
znqcHB7e}9CyD#aioa$<`#2HreGORx!BLlztIW#JG{|7A-Xw#4fE_{>jOBJ91P^%$F
zTd{``y4>$|pf^L_qI62B|7TQv4CO8?F8Q6pW{KN^v`Nqy(x39u$nyl>#s!WDjkEL^
zE|by?JS7>gIH?RIHRfG4>~?wrLiVW@M6QzLF(Tbj<14R%e1q208rvVqr9AG{_qtFS
zfs!=o-lP8punZvFQC61Jx=I`s!hx3Mi$$i;-xLiXT?=gPlY`71L1XE3&uh9*3kOlM
z=?tbpGUAmz%V@Fy!ct{9BSguVv+ND!56R${{4B%oZ0(_7PdJw!hs|Dg3d&EYx_%%(
zjOyYdQ&qsa79rI`qRi27FdCpBIRm$q@h8>Dueuz#7+?&|OQil;@Hu&dx}dPXtSA{X
z=V0^38Z+d%6XOQ|_}kQ02vY$Qr98z!H|=*Kf5^<p(-9udXJa;7%IoTGlt%}T8QH#5
z^-^QzC9wybo^a0CQKTFCbiPTq$uWh<koct2hmvxqT~l{<B+Y^AzaeRnM;J#!rb^{L
zAxr`e%0<$rD}6dN(rt1~A<`*4_h1a<%so<?lH{@5_S30Bn(kzNONZM1#7m0I?Nn?b
zGF6a(lBtB;q&GiK-+a>)$NfV(<t_KHkA9aJRU-EZVG=MwLK#e10)%wE^9O}w4RzBs
z5=Go1BovWEq#2!tyxJC!?i!<px`pe+6R3tNrMGUcbaP^Y<j?QYQmI(<Nwt!p`AM3P
zqWRWW^Sbyj+qF%u6z4p9v;7QG=|5=}$Mq!*bEM)Mxr&iPkYu7NWu7uFDDr14%M}it
zn9f3Q!(aIIuGLtEc{S<*Yk`HF>V(A|&C8((D=C?wS4i%Pl#gIcnkj0so#apg@{)rO
z5|Bl4{4u;!{&JG3*k)EIOr~<{afU80bY5}^M*$`kJ=mYqzTnm{?ej|d;#9%+RKfQc
z6?`)$R&zTnGsTrm=w{hJ#&?4`AkNT005&Ngu@acjN@ZA}T1m;keBA3@AWVpkFf=g^
zf8AUa=vW5=YUAFPgl9s^lIDtN3`;>vp}^*XuNp*5s~nH$zLTKX{BACq?j$$E4hpRl
zd(!J^eZ8CsxqUBvMVy4w&bXG1_e-U(ialk$pM6=ZK%pnUG4^sVsY~1$dtT{V<7y^4
zFKrJC?vNdgSB!koFJ<*oepV2?%g{fWcb=i2Y6lRokpj#V%w8zCS_xL5b>}`qLDq?P
zGl0r1G;AFL=-}pp0Nd)TNMvrTHKeUfB)FGGtfRMTMWyejnOLi@QsZdoTv1@9Af?u-
z^RaKSlNn8Ro1M&A0rbYYvz#>-2Q!Mm&lYM)fn!?tEf*XW1COuUDIdZ@1L7$(8d+Zp
zh8EyO2v)Ir8l$HY;*8RIw9r#YNshp<Ji<Y32->9$9kqn6&cu$QJ1k^Q>X%AW4BuI3
zY?-OKh*ZqDkW`cTdP4zhQTeHC3YdqYNCA^8s6jau#+6n~G<prHq$zE^0{J&8PNg=G
znh8BWF5g#NE-tgcK3W4aH&0V4!p_6XLG?BHWRy|SE8Pn&Qx;xv`a~H|rJO^Wz}1*2
zCerE>lsyz#TMVI~RbLR4L{R1lDPJiEDU`mZ1$xKX=i-aT0HB~tYj8q^AdSFjzt*ZR
z5=yC-$Os_nN;@1%xM4}yuL2F+Y-KD5G>!CLQJ1uy=>&k23V$uTMHr7XORZK*SCDGl
z#FO1e0^hn;0@F1BG(Ikveh%6Xg6C9K#)-xC5^@Iue=d&e<`8OPeisTtCIM2ouOPEf
z69xaAGFnR3#*?y{^3n*GG;?5K!u!i}2Y$-z7$21>t@_X`W8j;M;4amKM0&9b7*m+0
zQ2~h(Gb_Vr5-olkSW7|}tl1!#8N>o}tvI`dCeF)La>aOsURqZ_nj0)VA;dEV3#)Rd
zjHHU=wU|oe2oPoPCrh$x&d>HWfu=uWA|*h78_n8^Qsf~q#RVwp3jH<Z6^z!pB?4TV
znGtQG$-(a8m4%KvwutA*(cq-`vDD=}b_BQX&@;n4h!7|dO!YqVAJR6$C82pM(I0pG
zXW^jU?)byj?$gfA9UN7<bxhux;H`TU@7>n%l5EWPRK_XcTfD5D=w81y&9$iQMg^Lu
zUzTE!KtKCzRRGP%B7!#ioD=;e7=KZ}{QG@sMM4kv0lTFmJ-~f=0C|2&s9TJc<`0@3
z;Ck&tjTAs*bgZi0TVG%ImKNrLXB<LR5tMr&R&%e<+MAJNaE=Vt#<Wn0Xrsd^U3f)#
z#JK<P+X9tMLmchH<gHgj{hHf4w~qn4<*9J0cXJ!_A&C5TJj6)6$e;7vO8Nn2v}m&W
z!#yLOzN$htMneM1)@0@@eH|mka+UJ+6AL#@;#c@XN_ik1$>T1!6!u7E>eBrgdXA*E
z9)BeF%0=z_Ak~S6!Z`c_i92T+65;!bvVTJ>KoUk|(I-8wi>OcIj-drGgi@o(WP93Q
zrYTO!4|K^tRewok-`r`no<vWgV7DfI9ZyP^Ok57BQ##=<@P(7g>JDr_pMCv15FKYu
zVHx|xlhm)${O>5+bKbV%>`-r|3wbmllHnU>+k7;9UjY}XN;>OT_nyiQ?{}&vS%&eC
zh)g{jwVAov?9y~g!3|3XtCNZncDRJh!3>0B8zAY{oGe6o<>R~-(Cmb6Tm$STvX?iz
zY`U>Mk<1{G-?2SPgS?4`yLG2Fw6vwD3@%dP+mA>6@B5u0i>Xeqsu-gbiqcoADGT;W
zDcYABAZ>r7hfNWmjZxrI@~!;yrL9xNEHTHB5q$iS(pM(dsfu~1U$0Y<Pt}1=)q##t
z9VkN#P4CR*|DL75<FSj&EVu5oY~8w(sSgA|65!8ds*-qPWWSDH3GO}A=l($@!NS1#
z9w#2o)Thb1BFq()i;|J0^n()QX&(u`VWygt=L+^S9aVdImjhM4;5CX>S>B_S`)GEJ
z;d*ukY}Vb?2j8wMG4@g2s-~Nay(TGmGy8~x8!3IMsTxuAFC5*GJUKaOe~C^;@<N-h
zx_CfM#XnhOZa-^*Io-Eq+*Pv5KtkohTTtn>m{mQ%{RVp_#1$d1bl3;4VmA!KE&wUX
zX{>h0sj$&*s4vPltt^5uMEW9#L%%)}NGZa|gLco92M>zmW0XPj*kcT|)KPlnA{HJj
z*4AoN@HTE!D0`^vbox|GFnhk+Y3)L52iyDs9GP@GeZFAvcR&&i6%OE9d<lbV8@Stm
z>sjS!1#V4ni=#M^J^`S(7-(XE#GMu#ppX+;AC6vq3TAGEL)D|(WGEoOwTQO?Hz*<8
z*y{4M_c7&kT2R^EA6poL4?&r?2k<P~4d6p1B&Qv?Cu->;K?iTxX&F9Ex+)^X5xN+n
z+o$ajKtgDW(|&QtjWs1egV7|XT}z{t$PsAgS)jc5s_H)Mb91Bp|B}-I(QaqY!wps!
zICtsxud4{fOgD-~*Jy|2T2wb1T3q*zsfToq-`^kZQe8TI#fJRXbXudX4}2apMrY{#
z1D;X&)(kFaMnkD)Gkif+NjQ?Dv7~e?T<|kc(g%Um4A);QFFsk+gcPo35Y=2A0(`XO
zXgaB-7?VrSVjCLaqJ?A6394ABoSNI5K@5ba^Gix15NwLz_~X;`D137};{Z#=L4o?M
z?g+Dw@(~B0aXHj<ZQ9&cKKdvX22-~S|2q?=rYs9G(T8vL1ZZObj;V?{w2z}xl_0ei
z`lMPC;c3+!5GvofX6mldpjY6Ih}6EK02u{+EIJixr-R5#j)~x#R->W8Qp$6yf=eUs
zlo=3oUgDscQ-z`$*cC{w3)D<Xg+<N$>e>Fw)y#`z<qy3|u(Ags1r`$9Sa482Aq5fa
zyP$fak3w>mx?;aUi8%deUCoHtXJU;Dxn86r-346rNcQjR^^l$RK|QgyG{4-ENOR+u
zOeF;IC4{+<)+p6NaS^^7cY*gubzom_QiD{)IKOz(7+2sgt#cEQn4Nm-XC3&~7JR5h
z-e3KGIEn)Cl_x3W`*#`I5Zz9MrF7bqQfM>3A8cwENz!sq`V4SeHW=VZTvP&HvX5Dv
z@K4#>TI5|PoX{?Lc+=xk+`)gT^Y}lufb6L?{9>>z-%F)ayMrDO+ko;G^{`8*4*eZ(
z8>%Mo1+Vd*SYJb<z{*OZDd2hz{sIXdt189ydhmb-bXPNdsudRtHLti+w3-1~3P@tD
zusiDYs|g*A3}<6zXk|8GaiG!F$S0G5WwQD3cF-K{)VBtJ!U8Ip@)WvtH_0I$^2wOf
z=a<|9^2%Gv5S$~zbCe<8fyxcPGvXjGUuty$@8NK`pHCo_I~k>r(&T=hN}EolO~)v0
zN-e`Oub%y*@*`nyk?>nDl(Ab0J02!3ut12tHdt{-yK*{S8B8vRSVs*H`^P~SSDT0V
zec%<>aIk;KGF-h2<jg&WXSbrq?sH;)9#$%ke0xZYV}EBPVB+AzPUX3KFUPHip|kgF
zmVW{hPk8gjYbjiHqz(2w<%Ix=(`Jm=m}5I$CG|=z4OmYYZg57~8wDIRRDL4v(S>3m
z5}X^%*Z(|axkpegf60M8EjzNCPfq7%mm;gq#2a?KuF=k$l>Ouy<~@}!w(A6XyjW{4
zugpp2sa2CK&p*NoEv5Nwa#@8F>{+%-s?Be2&uBhE9UnX1hvWlNizui;+|h;HX9zJ1
zMH4>q8PWACrW&`spVdaCv$(@<EP0RounT9(J|VLMCd>P3j{<JCB%t02#g+AkyQAmz
zmfzcJ0!=ohdHrdE)0B62^c;*8xip>reviH_AmM~JY+Y0GhK>D(qBXv($s6`12|Yq@
z*n}pjugfk0PC%F863Spg&x^Y8C3VK4Qjp%h^h~8Pn=vKqnZ}&X?q5|I{dZ+@4h4$o
zi<5IpXsO>I2oK-|<J_Z;Cq2kieRwv7sF6-*7_KCAgS->gh;4O_Apss7(W)A~aXqWn
zN}nBaVe+j`LL{0{9FCd^dAFvsmYo56&bFkNJ`~#lwhRF#$qD7ffdgml?3wwJL>7in
zO4!*0=yGPU$a!{z0~}l)L!3+Yo0NiT#<+5LBNc<HKiC<O>*okfK+d>Dhu<wHi-&~+
zSz<vX30omP%fin!d;>FzFl7Nx<#a%#gCOch^~Dqf%<u?v06chi_q?bD$IB2^Q)z-e
z6xoR}!M#Hi2$VZe(tJUNhA_4Lnf?&vb|>0pZry-;1vMvU3)H4s8rSw7udm+TSm$O^
zKDbdI64{ZTa_UKD6uiL8438pHRV5}Tiv+^0_MhQkOltKWx=O)#E63dl<Lxo;!8c-$
z@aZO-0!(>p_wP-457k(j!c4^@O<tCG_LPv)-{$oDE1e|EQsJ^{lh}0OT~^?j_PfJ6
zy01QbAzr`VQxSY^m=`sGJ%^j>L!C;!H&G(?Q#ba>E(T&SNDzIVN%Vx|_z6m#S$h!f
zHT~ApM69j=##lE@MEy!-LBkKGYrVZ;vKqfh5k#YAHWL`X?L5KN3I<Jr;A6!E^GVNV
ztj0wA^<+E%{&9<dob=n4pl5fD(KNug0cW0w(@mjf7eCohe^NQ|B0PAqGYCg}Paw=u
zzf!!|Sw}SOP~+|Ev=VuKnZZ?;Tyah|$XrH(_DIca!IQ$Ie=JIx%;$F*#F?$8$D@jS
zlGAv)8__MQMUuItUQl_5V`mUdvY?#o&~!qx6mF?nke&%#KF?COFvofRXc*EosV25~
z`(>by-qVvueKlScbRmA75mjG>i1E27H+`N(LHVwkEH$rBGAU_q9f%+IKNgTMu0QHv
zi2qPTe2*42KxP!x10{?-(f=xo+xiRGifI-fXA#`R8?WPkn-^bS+a2{q2>fY2749@O
ztIV2FR`vThmh_|DVbJMo+Rt(sKH?+6*wSsmI#)XLH(AUcg#C4z(ln>ch8oKx(I1)@
zZQ5mYo1j<xL&{TVE%u7bXtI~W9;pJK?9(j)DGNq%c+3%yo};}L&LBCU<yY_)^&?uh
z;OaxcmkC4H^^R1ha#fuxaonQ!SOKf?X$EC@L!p@IHZVy(agx-KVF${jgC4fwUB#dz
zwE913_31hcU3huS3wiQhSo1QR)E^kL{P}h5$9`BF1Z^nU`2ArGXA+zp2t-Qe-%GV0
zX{GjM&-`0T(Qn}%u}|tPH7r+t8`=TT66j;Gf5{crSES@1spxY$B8plkGfpP0&$IfM
zu1AlpkEwWCcvMO3FViJI?df!z98-vl80jOmqH!oMiCWahr4d?FGzpk6u{NJBe)~`2
z7S2@sm;OWE+-ek%TQVHO_4X>pl>N|Z0~rUEb2P`$5IPU>GCmkW=N&IWhEh@=Urv%^
z>RZZ`vaNAVgf7xy{dF-760nyK*0t2IzS`x3D~Tv&eSgbD@@<oDn0Mn)EgaJk@0o}@
zMpC4sVoo?scE!u$J0`(>$cr{dO-=oo2`8aqF!+`R7z)_sA3<A_{W_BjB7jayQ+%FD
zLC0@MUYVIx^)H!}w?(Ftl_a~ACW&zVB$M+4mVN1BnlBk?Cg4^55W6Jjcz4<OtJTG_
z9I1U!+aC3ysasQinQ?6zbdL-dU-q$M47)Nf-Y|c-t!kc9*xZ6qorBGt?2D68DmX#X
z$0w(JfFMbJOvRHCr_V391*GAv#WH_XCW~^w#HZ?0r|MJ3s6LfB^%~6xnSnq2KQk@#
z!VIm7JcB)QIbEO0w%I%QO}Jyu2Spg57iN^H{GB*+IPkqVrDpNtHhHzBTYQqu*mvVZ
zK{hct<t%+kP8<$(QBDjFcUjIwIOK&n@lefi*qd|WH2(ISsJ@z9bK{$Ow!tOqn?WlA
z7c4=xz8P-PcEf>drkPX?aus^A4KTAcge*{ds+s;wu7{KfEbbL*3&4goU&Src(3dR~
zVVR@Mt2Bo0HWc+?%jKGaN=2M+qcy;9j}t`?>b}*|At)kqGzy9dE&YN*!i2U#8QO&I
z!30ShO@yL!Nxg(3TBst#S_)$blR66}$t?|rq7)hW3`OK=?S^vHdAbfosogvLB1)`7
z?14cv7K&&cJ%<dfh|*~t9f{JZut?FdI-xO9I{7&LiOCrm{f5#>%lAu;rbSUsX}ybT
zreBRL6aF!}S*4)>#_$pE8Z-?C?HU2sk{u~bx4-@xo)*ZlLi_|PzW7ObWzd9+cFa8c
zf6y_r^`$tC@&v&#%jCwvM2Qy(9ko~|D1QB5v0G*}dlO@^BUb@1W7knj+9?HdSOVsQ
z6$1|hF&Sy?n>6IN;)pQX$F#ZyEueL2PzoDB0FR^?PFDC6D%~(6?U*9z1tQmQ{}4vA
zE6dvKpEhD<hqT+OYfaL6IM|uS)njWKcDd8fJ5M{)8;~EfDf#qredhO=dV<<~UG4JO
zyt)GgqU)e0t5Z-Y<7(HcH~)GQmcF!ihFyQwg;#vp#Vrh5Zj;$p$ZJ{Um1vGEM()iS
zH9->2fqGDMC2e&l&X^<ZKSr(6Ce`XslcaFfp(aYH)T0iNBvzL?NMcdfnItU<X91^e
zH=y~Q-IA<cHAw=}ftr+Fsb5W=3hG!BC$iMDCQhr=wI)u+npcyg5_PUg(oCF*89&HH
zoh`D=S<LWA|G+FWUtd5tTdIo>m;@ae!n_zJ0-Z-brf5e;P6Qs1+EPnO#?muV!@U50
zXmfd588bd&eWSINGAOthONd}b4RNiMq)ae!b(ol#8Hs-#82yWb9d>)8S1mPNX0*C!
zh$gd@XJ$^0DRe29G_r>6{m0X@aR&SN4pJDp-`twy_(Helto9e>Qc=IqJe~}-pV<s*
zrT%9J7lO}>=%69=852kJOh^cjX5l{Y*%Q}?RCjlI(<NZY2hZHWc<h2E>(+%hWG?Qi
zq=-%XVL=|+EMG0*uJ;aI0&|mP-xY#g#%Ibi#C&%+o=P8m#}dYOi(^Uou5m1tzIz-?
zmwgvGQ8K=poG1mYZRW0WqLk($@(5TER!PRk>SVid)ZHeH!i<+yfsf?z%M!ch(PsJB
zu?vaU9=_$&OV93hzzAEsi6<4YZIqiBQD)IMHD@GTZf?x8(OKntOVV`s0FrQtzNWXj
zvyf*4Z)DkDo{=b536=DuE|IR3L>DQX60zeHAucUpSdyWl`h1`#Wmr(+xQ6|9ZDrAK
zN*!3Qmeezdn|$78Lnbt3y-^Dq!Mub!TDDY7G7FSszp~f58X@jc@<w}mK_{02#r3-u
z4xpKj^C#I(K}!+3yA*kr?D#}Swuok&iKQubFSyz6;gD-NsJW{Beg5e0AYY*@`AwZ`
zhQnXX@du}9*xcY8GR?V7XI0PSaAz|Z0>TR?y$yd4?pB_{6pR$*VQPU>%pm9my(VDG
z$nb*s04oY%WakD8J2DxAz68$hhM)T3_>hTPJV7=7(U@ilk1K01q1y@I$0@eNO0yAa
z()Z!dJLJ=*jvCe<s=n6YA0@-<o5Mk;C2FZE8CocjOsA$%VzM$}C*y~CA5t}xEvqgk
zMxbsQy3a}${=`&I3i4KM8@k2M{XxG5-#w!Ak}US5&oWLdO90WrH?u19lwwqHi6N5(
z>6e{R6A<`l-{ZOjhTdR0DTPMP5P!}(1ISQI`A=%Oq<p#Gr}_Y=`T)nM4^Xr`%Nus~
zR<<@kYVpt01(=0|Hrnrpdr^lj|KiWlETKnwS?g>ovM*=t-AMLTDy<BKH>TN_qSgux
zzB#ZV1a?@$BWc{oWJ-=5wcxop9WcSxrw9X=Gc(Jf-YHBm6tKN_(0c?OVeJl3yv%cK
zk|q0%C8JG?H!Z$MpL>FVjAp*R#HWjeDYo)gJ5_|^VuZut6LSgxv<6yN#3w)+0p~Gi
z@H`=av)anhBsuMybxYQ(iD6f)<&>6CTg(5wc%{XDeyJ9;XWEjXSykyAV&f|c0Wnjb
zOSrDYC1rpu&N(c*Sa@Y`pN=WJqyInwRR9d*rgh<vY#sf4mA(n&M3*Q5a-y4#Ku$F1
z47qdDHVFiBVtyVW$Vo;~|D5qM>B^C1J2zng!pIjTk|!WVeuKk2vnA7RT+Z}h%D5vK
zAgY9C{x1fZ+5=btfntCTK*czu_(H~NOHw?W58y2z!SUK*i{Ux=<_Gw{Lx2GT8#x4;
zBThD-uVFJc2)lJD3BBTgj@&`deqQZ`?Gex{0CN*Q*X()_ntMaon-4mEH^p4TX*9#|
zX{@&c@77_z=MSjzbUy2ZXwIDgZ~?8o-TLmZ*Cj{`)edwVLy=me!2m}sU|Pq`0+>rJ
zID>jmbu08>V}}DPxf9mb@j&tD5H1G_4E$pissU9{@gRu7I5LXV>@-oVJ#d^RlRec0
z^}Y7Cw;BB8^+Vug4j^^B1rR2j3gcGd_BZ7>CDh~Vecir{+QC%>j;4;2_p|x}7K6{&
zQ>nzPNSqFs<STu0B>2u9^x<SD$2VnYp#D1lcO*#atHVD@hFha3S@e^8a7>momM|n^
z&Q(5yfaedDrDViQewI<;7z-RWPh)|=-j>yoj>9l7lY}Y$NcL)tQ^rL?c^<f5@yAeF
ztDEA?OAm9ljm`|cpa!e6A|K^JoZ}Qm@_T)2piK%cR>Vq3s^osZM(>PU@K^UFBkH}{
zc7VlZP-}Lvgzkm}74`B<#fBn;jV8jVtSnD^HLF#QB}_)gCA$B^rEZS}S$5V!VZtO}
zf+Qww?vGPp(W$WL7==aY^PU{ZF8*&xc?BVyLR68I9PR0ydP-C@M>>KyZ^xTiC8$^-
zpF<BGZmr+&ZnFausQ>N+a3O;Y{9YUTY_C3TZ%|XhpiHIx`}fw?A8f9t<U5(i(v;F>
ziIbWrXePy8vh%f1T5=Ri$&#`*|0%JOhM8pt7_KU)2Q3Iz1|=y5bSm|;Q3qAeP|mcY
z7lBJ_QO~m`ib;%nT07QgauO?BHB>ztT~qaF)I-&yQ4m#+MyFFfD%R-x+rZkR16qW8
zv~HW~LB4r#{#?69DzBi>r8Byuc91H99ip^K?GU9}YKN$@*deTBno{*V_}Q8yX37%g
zu!n5o<Q}wL-Y4Y59T)0AM{i1QEO}o3@w-~hv|Di|ntUm&tzx8vueSKL#O$FIjkW9n
zgFH(JsYM0s{e~!%02P8|!Y>7GkoXk>S~QODkAMdWxVu<CWbM%-W=u&p;OVLbe!C{*
zdomFZ+FLNI4_MJDtte|~<?xPkekx3+yW9xtq)&P%Nja`b$A?Rb*E)A|q9bNGwIMwX
zMM8Rc^L0&w*LybheA6<wk4kxOUKlOMG}^_C&J63AqG8Bx3Usu-l!G5GsI8Zb5<r8Z
zA)3iNQDNjmZ<*YS5!|nq+yQQvKp2456!(~$LHY!unktdq64p;Ezl1<scB*3~(IVWf
zoaZ*DL;M8>XI8t=Ya9xB@<M$Hx+t?VGqbWiEvr2v^w#0NjObdD$r(Q>xz6+qB#F$n
zn{v7$+ZM#WFAak#H5yc-pfRUY$)26ks85c<kF;4%^clz?_#<qpdjFAD#rPh}Ip8|~
z>OT#e01@YzuKo{xijl&<q3aLGalQK^Ses%}f-=d|eebJw*Lj8-%1#*WbOQk%|Id$h
zp*H!W4@Y}&<#yZm``-Pa^AA8FV+wfT-Qv@2a}YiSaPoQ^sse5AyB-9Vnb}Pdz`ZG|
zuAqD|x=a<#rVp@}fgPh8iNM0l&x?W=NMR<F{Vox!%iy5fZW2^+r2G@jvNxuuwal1w
zdVU(UfC4@3fB;H)^>?jYssbtgm&kB@wh1}@tyNmVF+ERtfgkPj-ZnxXJco&1O$6{k
z8?kD3Cx~cO4LW=h{-HoV|NZcsJlc@(rU4>v4QL&Y(+}VxbKtQi3>iHGdV33nl4g|g
zEzc8t8?m#zD=FOQEO6=H_c~E)8h##W$%7giS&(#^gtNY1>-nug7}a<43L&zUH+iNc
zgz{dXX@7l-tSb0gK!ppyco=J%Y0W!Iapqrs#ES);uHhGSv(lnF4xpTm82bFCGvIFO
z&h>6myWNC_`7UXL5llLO+k<MWGr)a|M(^{k_rhohmzB>kaJ?iWf6$5OCWo?Ay7NK5
zwGXs)J_>lzr~@@(0$<mcKjelJN@_Qo`=nlsakFz1nrYrmQWiw9c7t9Nbb%@KC1+P1
zl9Mm`*T<3xOxX@DRO;w?P$INNYb}th@uTmxI}yW{a||h(v!6)PgR3SBy^U3mkh7sC
z7kW2w4MN4JTcWJr=q|XbtR3|D)`1^7f#x<?$NnZew$5%eG|eYDG-SV!P4XDVTzJ7$
zQ8mf0TrQf#dK2cd3G}^J1a4@94Il15`@xnD)x77&B;5jby~+?xmq`0rW?H%-#|0e#
zB6SvD<db1e$CmGQ*rIGS`JW2Nt$JwcYc92=8~3Rjv$@}EhJY~t9tFefr;{f-NQhRW
zR;Qy$e#L45)Y^56V;zOo1fS;;B!|rP@s!T+`Jx29HIxd-vxe0l^SP&o*uRV?E;HP2
zPQa#U=>26ZpVTm%E0-i|NY0i_njW6N%};3!)i3j@WJJ2dwxFjafjxxvK&6f4A=XU8
z<tTqhc?!|3g(#WvdA`|fRBlw>N=6;>S#mr_EB+W>va&n(oE8S!nB-%lO<Cx~sqQfa
ztvW~PRaj1*^1N)JE7pcX*je8vZy;HP`(^($ok}|?j6FsXH&vF{RKOTW^n!`u<n^^w
z@)G>X15@3c2;^%0vYAhHGh8tN^?MI>*jsVfeg9|iCh(yfTIa2K5bwiHyZ)2>(0Bgi
zPpjy2^2SI}X@601=4BAk66OR6Qx$ce5GDaeOjVdf<48)P?8ZAC0NL$Q5GoCt1lcc0
za>yuy2`X7<^E>U!>~=YZP}xf+F+s0cd7I92P_xl#XAgp!&9DBU*_&m8MX^?4-Jho;
z%WaQie3DUf?pfGrm(p&O!W}%Na4_G(>TT^oF?iw#LUV%O{Z{!~gdmEfrT{}QE12Q@
zihoGO&cczUE{X)bxiRXJFHVTwQo`XgLX<52*-E4Gab-0b{F*$=KD@k{rhAo@za5cN
zjN5MJDdpl9oX#qj0*PKRE%`c>6?QJNFgVu-5@?^*bKaqN(`Raa`r{S1fDGH*E_=o0
zJIy|?1?0uMi0e|i-m>Tt&ObJATYiF_e_Wx`Pvb5lQ46a=m^oyiI-#%NLFQ^l(wcHV
zaj7;KMnH@a(1CXtuu=lQu01%Sl1pjIuW~Y6FnrEruS#XtLCZ-6n4J~92Ci9dZ=Lu8
zlllb?F{FH9eKLGjSh1%+Ph<;RrU`|W0<7Y_UUTDHJU4D7>LG8}HM*kT+k(49GSb<E
z)`Q$Bn+l(}dGo+ir8D80`W^6xn9}jQ$y1@tNZL2yay6gs%HGai?Kwb?x}AvbLyQ&}
zb2aR$u_8)7ulIi%by`oMxYc?ZgTOMm%$>y4@H{{Cqv1Zs+cTDlf0N^DaJSr1C9~Bb
z4b?k}D$bf2N-H@Tjye8tjjcbz<Fut!qa0mJV@=8ui)SoVrkkyPIsJJIEg%h_6s6i1
zSwfR4jzpA99OK&ANAXI=a7g8J8gRl|02@&LT-Y9wnx|Ddcl&br4#%J1!`=BNR5VjE
zN2yTm?&J()kH`DLg2x|cn~^-m9kxh<Rbw63#;DPhJ&c{-@kcuWui7$rsIW4JRL=H>
zUBtTf)h6}=K%d(o+4Q>O%MgrN^c|Q@E=1;D<t=tV|GZn<V<lH6ESw5Y+binSO0*X|
zEut~`<4pd!@0TV%{W?J{aBUkqdEhRL`jNjK*g8d2NcY8j?+(*`&!nsuyc?O9^@P+(
z%5%Ua;J9lcFHmyMcNT=h7D}eY<6i*A%-~Y76I;O3DNefRHU7TRg-gev7LJB{qx=ht
zx9$_wLniv=ZEcUc`;KK^bEG__^uym|jCp0hrc^<y09z!{`x)RK#vfTlO3UK1HkmOy
zYfC(C%bdL5kj*GDGo`XDdU-pWnbVlLSIm3!83@<YW*$WOt#s&S2DlI(kP@248M|oH
z|I#z3-^bGe((vWfhPg}=CCQelo{oUy>D@B9NOva1qIO!LF<}x=GSTUA+O*v3_u~{I
z?i3>K7$M?Z2`vd~*dvl`5kL7Z2?*!WXKw(Mk$r9JpMr*Ck_O;r8hNPr@N);OxfY==
zhl70w;XV_uBHJ6m;juHSHbNK|oBkZ0Zw@9$3hR!u1mNAQ#AJG@2bxDFx>XGJVPKa`
z9mwh4+TGO$->%<(_$@K8V&vzPR|1Wr>W_xI;lSx5&wF{mG%1KbF0Bn+b7UwxDV#vg
zY9dIPd_U9UL1j|NfKpQcIymTn(qGC`GkNfBOsU@t;Wuv{0G?-l1H8}t26CVI4X8Zx
z8<>6ix5DBx4>2S5>TJRZd2c+7S{g#FG{_Ec-0&(i0j;vnBR1*n*BZtalteHv;Q(H@
z=O%+6F_u8VMvNyTw1`|P2P9$~6$!q_(iB2Mluw<B1Tijo3;<Dz(!qTwm%@U3$W1_{
zQ21%|9whr$z#25VLoOGgV^9a1U2Lsv4IIKIu~_BOWDT$J#HpcHB1vM{<)_FSf@4!8
zhU0kpvO{wMPUD8@SXP-swp^;b;af6w_E64GoE+BqlrnVFLwtN1Yq+}@g+Bt<i5%VX
zC{Oyd1t<WA14^npY6rD;X8=D?v{~Tbw1b`U*p@lyme{OV_?GZ34v4UB=(mHm!f}dm
zFoA6sZ2K?>+wAQ0{o!Z;yh~Xi0ddy~_W*;5Ir;~{Z4t<oM#FT`6-^4|G*!V*E-2K<
z1q0T|E|>`%AqItX*(hh#K#nB0%~Xh>8^wzQ;AmIj_?Y}mf`_1b0Tiw`>H_r)o?pl#
zOXT+gZ}ri=DR@L0dIYr<w7urOr|NAAn$bmk$7%>%e@rG=HH{f4PB_5?!XqNR_yBdt
zjUsG^!bpL5Fb(H;g2fIZxBbN6-lQZntLq4*9$Bu>#0e9lS4rNvR4LE1cCti&Sq`m{
z0rpX`|L+7PJFEuHe4X}NGdwir>Ci$An#_`RPjOKboXA=f)d3(eGlB0a+T`2;>YDO_
zrA#ux_jVAqpb$NT$`t(0<O13;CBFe`PkzUzL8lnfKudBuGN?N>l+52FLB2EG)DO}Z
zKQs_tlIM}&;w6}tgUL&F)z)Byp2Ar!XpP|069|L}D_$f>dl-j7EQcH4<|$)dj&_F~
z2dP3c%q|aQ<yFmFFp&xO^!C0;4<*F{u!jNOOq|ziyMFW(Fqia#&em6$Q`z-Ep<ZJp
zvFv%7K?(}FVE$JHl45P?V(A6QRLrIN+sKbPe;b7uUQB`am*;kFGWGs_NiS#Kgil>{
z!{go~#?CCyJQRU`6CEG++Psakg~SAGf)|}3;pf$&VY?H;OSGC(k`p|ePH3|-PHnnh
z8^m#7ai^<R$m@DtG$I1YjP6W&Ob!bQqtBFQxd!I}poUUna^|hYaF-0zv6hM1n3psn
z;|h!)I~q0F<7MG1FJrE?TVEBF(VKPS!D$&_HTxk=EPHz)yrD&bKOiJWT7U=PXlECI
zn1i52KF&Z1zhi`3uQ5uoeW0GGu^|rL0&S9W!2aBF(r5OlyN>fVz_pPX-|tMJ`pXs6
z*%6k>2e%myfrdp9TYFf6v57@&-JwR$oJGav7}68;t(dEUPS2Q6paHh8>^dkQV+bZ~
zIusLfXP`bbC+P#UJO0LxJWpYO6QAPo$C)KpduLzbzJM57z0MBC)Lx{DyJ&Vczbl?x
zWbR;vV>r)y>M7-EF2O_-2Xo+LW_%evYYujc%t5L}<AuU(g;hj)Mlh+SJXYNmI^B<I
zH%x($F%G+NEXM=(+)A&McMS=KicE<rz3FBB2>OT+*nuI85FT0f*mIS1r57lzJ4)06
zNZYw`af*imaVWD+F)JD}rTW|IZdQr3)hC(LOX)0bG`o+ujXA&MGDOvee?@4)bF>*!
z9IpRlXmc{L)8LXIUJj@Sm@eJ$AWj}B)jJ?u^moQu${Y{S{<dxx^Eg<`TY5nldstMp
zR|A|i>;`w|WvSJa=Z;=`Kc-%@RL><B<oG~i`_APGQ7+b`sUEfK1eMc4I^WfH<BVQy
zzuQO1iO!zRskPiBKiTZAFQcIX#2*KUL<Px3zk?lm#)RsG=2<vR?1WgW*^|1E;Zb>;
zW`P<e=X#?SG=lkLZgMAB`NSE$H6F82{f0AJA3lePB~;<g>*S?~Pm05Z_cGix=z7T4
zsiy>X>YL}FA>k=udG*2OJ#5s};85Z%c<ROa&BCw$_FtW$^xyt>k&=mjgsYn;%csEv
z{tL3)AIKnzzs<WWs_O+v)&^5tUNvSj9$I@#H@~^9(Ag*O-Lu(egURQyG!;8}ICav}
z2g1pI1O9)H+NMtmbP^D<W%Ny8+2Kt4SVhiY%9koxD#oJLN~($R#}K;uCtyPgC??kW
zrPH4Hf@Z5=#x>W!PTu>GD&k2CkWq1p_IlEK=GB!)#zayxHr~}*Q;`(&K#3%A>RY%8
zG?hi*T0LIWf?G*o5x&x&Ql3*Jvx9eoj5lljWP=;5c{v^?WVrCknTcwXEX~Wv;}kC}
z*~+i&vw4keNtRU`cQQJ)QnZ@p&_88sYx%5ssfO6cU`bcXG;qA_-#9bH)c#+FvFa1^
zR3t{?Db(&mld6;vq?}MpDrV(AA?UQt;ininM@snclH2^$3g*-b<`}JDie?uh(H3Du
z^{w$XF|JTN&qAhApL@v`G6$5tX4}O$vRJWLaScOWnk`EiOBK4&N_-MVFqyV288ZJ<
zBNXx~`dS*HsC!~%g3=9PV#ex}6BwWrnV&#O(`d{-itS9uT%ev1pPMUJdqmnAw`0;9
zVSNrGD>=N~mdm^_jhkWm4wrRia#hAXFI#DxYJWtE<Kr~M)n#n)wY}*KT%^y}Gt^uh
zskYJ{nb#V6lvdrJ8!kj3y5A~#FCG=}yUo!{NY9<9HQA0+zuD1V(+YoFmWfn~jz|}g
z+dM-DRTL2sFItGs@Y5r2yj~aAEUitFR3*{<aBz)6_|Rs3Le?Y1Wo8!+r&Ef9@GcH@
zFgWS<Zq%+<tFfk!eLm+B7Y|u(wTzKkQqu&^z=!alfC6$}YLtrBhYV!V;^H1Cqo?8w
z^TcK+W?H12ayXTv(po1EXDtQPm!olHpFFMK<^Xw4eqD7Y7qzbx$pI3w?2r^EKEO^>
z(p=+ihTSEM5b86vWq)}_qTHjix;YaWA+e(tR+yP_XlWgf%P{Wlb%vd1z+@*+3y>ZO
zKzBwI-0P^1l<ngEdu!_tHrI8qcfIwc_c-jq_x$}J+9l=N=xJx)o1K|ism;zbW;NXh
zYVm~{?oF*{UJnO5I`WGQ244-jH(OCq2kPMSde9!#{n0m?T)w#2mvQ^3oBA?ZSSzPo
zhEGl{p1q9oy$O92caZ$4qV76b6+g5HpbAR!^P>3mtRl?NzKI5t&mYL5ICAZQb?v6D
zRu*#p{!5uO)14?91>&TG#>^RM|4H-w{UhmauNU-SlV2MIr0(DLU{5vRO_bzwYl{pj
zfY$%i-wA*O5I*a`ir#w$d#iASi1Ca>x#Jvdrli_Za(SNM`;0J@m+4At*YEEH-Eaq%
z@0t<2Q<(lUxjs`Lb=~2P({!e$SXXr1M{Af+2Vu9q5%&Ey9NL@Lgb9>S++^rSylph0
z^$owZdpp>ZqP(Ao-h!b(Ufk+n;ESu>j}z%`?GJ;Zcq)J$|Eom$%^p-TZGvkFf=5H~
z<NHA(W@9vj#hq>=s8PYL%&Kl2rMv^jQS>X0HSHfyfF|geen^LZ+-i1)QT&3|=)KsB
z>a8*5koW%cL>t`eLv#iOx%$K83-y~kO0rBz=4Re-i8xc4(myY<FZbojA1Z&WELE-x
z!4Z8+yPW5C$zdu)*Y@PKkY?M}DTKn3l;`j&9V}~)b@#?|K4ydSm5(eol6OVK)`Z-r
zH6TI!hRo!g#1K2^&<g8MP_NI(I^m|s_Ms;e2+<nmoDhFr=Q^CjvWJGG1+wUq|4K`1
zyi>b<clC$$C*Q5FKU%$i?+4jE6mdO`dpRw@+a=oQ6n*l$v?$eS+!3^ZyfbgNvDDUl
z+7#5tVoOa>ya?fSBu_rFAZ5%thhzfIHvYX^tI5ZPl;)k<_HYmcwP(sC@8`f}eEM|s
zEpV1rq}0|T&gbBrd7;*eqCn1fF~`$i$J+w(a$RI=)}LBd?yh3UI4w0{^sZj4zkjg$
z`0r2dul~4cu{_S7GQUCIVcdvbVu>Xr(z+m0=u33mxbHug!<8v#!Pqx6$MQo;dW8F9
zQ7+^CF<MKqQ1vlSS6I>%4)$<%E`TYHr9b(sKC;Y&TU{R$KvW~{YH{K<gBK?)W#NLD
za#%VWM1QvO7R7`9Y~@{5WS3sKkRwv9Vh+-rt$eokGK*>4HW!Be&Q8$IucLD;U@}|L
z&(!9<p=GaHQ?MoZOzoo3@6)c67I|&DPI^A&HzYC5k|piy;vPUw0Uxq#s1BE%gpLr@
z*ScW@04Ci>A0%Rxdlwz~u8~dE*TUYOZ&JNWQ?g3wMqG;{Btsbt^8HJmwPiLLGi#Sp
z(<?J)i%cYca?-vy`64Tys^q*VUHD6{=BXmvsUq7kDze3II_>lL+D`T~SEkqerr)jo
zfT^2xVu0T?Q+)vVIa`Ix2yUw}oyQ--G9YA*`<+(MkK#m7`I?i!+MNy|C3&8{R;gB3
z6X?Mu@9?T*E2HkMRp~M>2CHk~-u|GovpdvP7<bKBy&Lv|J=|MKmCIbSRd0=UYL5eg
z4gz)+K4lW=ySeIG0^^!w{ngF=KCTiviW?ZxO2>Dt`Im1fM5o)X(an%5yMn8%I-qf2
zb@<D<YIXeuHm$YIa5QKI+@mO{eWPX+38*pT!zV7fUdxX)gJKIOwV+-5u`}Gg0rGF}
zu6bV*-XE}u?MJ{C+mAprwjY5}Y(F+;>V$ovc@b!z#cKtu2|38b&byC`^+h`tC9xmD
zx>3at7g*xk3V^b9AD4_H9!#!=iNvEF@uuKii>Q|BLmjAYfI`;DcnA#0K`o2&7Pvq1
zhjeQcF+3(AUk-2~PeX{<5bV{IVZ7n*bXq9K?vzK7cl;jQss~8<eZLvL04C-L8h!lO
z?QEm<@7%dZbPSKV{$ekT&><UPdjz7mv^jU3CR6w3Dks?7cIL&aa!3ogJnOtQ%u8uD
zm3aha51B_0UwP(H;LbBIN?m&9#^PQxFOJGZ(TG<gAl3AVX2`fc%;RlH>Hd&%P*Vr)
zn}dEEuQHv)Ni&V$EEVJ_)Jtf<JD({)W8sE6_(>_TH56roUz7x)eZ(c|8BwfLuVj)s
z6G^avH;jQbZTJ?vwhC6WwYOIb85tAhPu>zG6Mp5b)aO+?SF_4%yRvdsR$Vi^<Mfte
zj@WJ09-6#>kc+T;8VL6`1L5)wD2GNvT$tB%EQ)4UPjl@FvQ{nPsg!2XoI7Pu5oA#q
zU5`Sjhjk)B6K%DudMCu<DiJ~1UGK~-FMjF$`@ehq^kRAO$)aunWN))zVXUJRNb`2>
zCj$1BX)AA9OQHi&N+e5ucp*^Apav~UTfTzY9qqjGkvtADL(E1w=!l7Kqye1F81T6W
zt!eR9I@a_|Ix0t4rAEi125pUTm2`d6Scr`|^^O2RhgK8kqXF;KyEI$$E-@}%T%;^U
zB$&zww**c4Ei5L|(kL3=S?^aY*ad;Bk4Y~@tj{RuV3Up?NoPh0{ZJc-g0YY)iNLZ6
zx+qsVA&Ss~imWIlrQjH|nuv&kL(LMB6Dq<95WC})Q!9XJ{+R;gBA89R@zVshUZx&0
zHEAYRKF;Xle18n86=@tM)#1zRU`6&QCw2K20hiHPD6P0C97NPWa@q?xo(RYHb@hRX
zy1?3wOY_Sj!LOv0Do7ywk(K(lNr+lNS<T{z1FgyV?d=)K+>uYvA?YGY0dWR@eq}FZ
zwVC=NgJCt=+Y6dNiW*DNwexYR%Q@mBva)3OI2B2qLFEsva1hkYafe<~oDGISkf9MN
zY2=$dPhLiyAOfe)F=;*ODpxB;>#+(an9`=IDE8m$1;Y;m9Io68G#mdoHgN)i>a#~t
zFlvW2#o6nRdQE8NYv5&U&Q-}S{=eBLC#))+mWO>%5sN8+#u8G##&oaxP3*mg``$40
zqCNcbGV{g(pkA%w;Pd(BKF&kE`eUy9=h#L-sG6N84#mM>+iw9z`d(kr5ti_jH^QFo
z3x^MMVmpMB`2|1)+c|NMzwovPVXvAf0To=3sWZzFdCzfn^ZbmGR^0{$&{wwu2>e9Z
zHivDXSbu@~uSO^zK#_g2IGXZs8VWq<m+pqoz5Q_HLDk-iI*gbfcu>3SMqap$jHAwr
zS_H+@Hn4jG)E-S=P2{2L|M-g=)#^9jeB*TkbObnfUwabeU56(f?40!H#tl#P0m|m>
zcwc{mKecbX>pzBrHdN%lbl619hm`*Z-u1tZ09;;Y_FsBAZ2pbd{1?N6I+^nM+Uq@4
z&Ed_@a_o?N24HV~UDa0;no^>$$U$@ax5iXsYHn(FYJO?~-}6(8Q?vi2S|wAxWTz77
z8dQ4&Z0sRf>1GbT`sNS<i|tVtqp(K`u6cvs9f(4jI~Ikl49X22mB}7UQauJ4jn70?
z;zHU3wVL&knt>`M%p#Jp9uB6wa8TvJgdrwL{I<V`x9+8m)r^`aM(u_*Y&R0)R>m)l
z3*n@OaL)|lo=3y4#ONE0`pg3ip78rkoURW7Ol0J+ZG%Rp8tEH6)Qbn=7F=8;8Ztc>
zs3BLkbN+%R0ZeLbH6vg`BC$o4JZ9w2jynPDTzueodpGq<a}zT&(jr;zShE`J3y-X2
zU^aoiwhL|sJ5NXOw-5pnSCx+ELBP;P?9fAM>Ws3~j2P8%phTHaLo@F^XMPNd81{`?
zeVfq8sqkOPs<*53?(3F$#I)AMpYA<x$toBB{6<vu^?1VhnlRAarDEg9HP4Sce3=14
zb5FsTD>u?~d(a5_sz&VVEug{=1J1=AQassh$XG!N9$fbxnu%@})7v8co5z21nDiE=
z<})WcYj#M@czPFdLDgRNB=M$BLP~!d(*xP<Tz<U1dV6C%wmX;*22$_bDp#Ej(&hQk
z2{Z<q*|9RNlXZ#r+sT+$^(^ggAu~!dyyw=Kk9E43*W4(qc%m%-fgAJfold_qlv`?3
z$up9z33)|7q^{@L&QTZQ6G+GVq%MM8O8{dWoC?~t(H<mN#xmqr4hgn2wLL8^KB9^^
zceA8mb6zQ=puiHPaxyJhB^A_YIKXa9>H54$=ONIaQCd8@V1`~!f=YXb-ysl7gCv-r
z1(G}wYD+FAl+zZG8m`U}PnCn|xEz@}N0)e;-s`+j)KU<0km8aU{;FJYBUpw9d}u~K
z|J3cHLB&qB$7P_LxNjNCN$qhAe2G$JcApR?0h6c9Z3KDU-|PlEerq2PLq?C2(ztq4
zm+v#t3D%r?lgeLHb<uT}S?c`O(#qVT4!pVrI(6K<_fQm4uf&0mC9JB58nerDI_YJE
z>;y!r1I*WnS=4w6MX|0Wy#8#gZ0N$iTl=ve*4hC~$rVb6)YnwzfInnBmDik7vp&z+
zyhaGr7ZpGTd_@cN#=jy`>{nfmbJ1SVlEUEIeUUD1BK8EoMz%V)SjSbl%slvYy)LPc
zk(T0BF7vas7rd$hv{b`t4gPszUKbf<&K@vX+DV^f7>|1q;!Rur;2t~rs}UIww|0Zp
zQ+l0jU2N$-D!){;ayA<F^0Tv*x;Y76redXTH~TZnK%d`c`y#_+uay~hv27lz*I#T#
z&r~ukHJwdme!-J{blL~6t`FXhFvXFdGJFvXl+`z{*IWqH4s0n>6_LUGHqUYQvg*lI
z{$<Z{GP{hK<;G566HGZDE8lc+hwz>ihu-q@!s}6LI?16<bhBrD-aydl=QV2q>9Z^P
zl*MWVRvp|K@m-}}`uM@Ox5)R~3En4O;flEDEtwcE-|F-?8KldqDE~Y$Q=$lpoQ<Dl
z{CBw~uxGjoNnGi75(lgYn(n0?ujDX$==pZg9!9PF8S^~L<ka2_dk8H?lzEc^q?-YC
z)#<Tu;TuZ*f;WqA5sCg7N(uO7RHFDD9%sobZE@V+(itfWIj0~e<_(pJGw%&`N_~I_
znE}SUPbB@$e_3L?k9?Z3JD|y=;N{H0q(Oe+wLCTRIyLh;Ml&z{Dw9lvl@4Vo{Ak!>
z8!zp=Tw6JP^EFi4XR2AK<pWkZ%fu%KI5`yJq4eQcdwKY<#g~q#ZEK4!iVy=IQslLb
zw<xZRT4S{dODm`a7)vWkD4Gw@Vci`y>$nr07W70_dNH+%5>{1|_))Rqo`ZAFI=Dxu
z1xWc%pb1FibuPm}RRUuUN2wb~T$8F~htUrtev|14QVP{FN2n}FO!E~6<1CLzbC4L?
ztPZL@X!FU|AQXy8v<N9pwk9FPsJ1VsQW(>xMsci|Q(Ct$=7te1%2ksp84{C3Pm6Ah
zs3T6MXh;kl4KF>O529>HymA!|De^c5enxXB8$gx0J#GtB!l<<BGhR82=!9+YFt(Kf
zCs0SE491OUTg6W+dFBojyBImTiIgRD^$x0^NXhetsdNz3;w&9SN}+nluE`;l6^Utb
zdOm={BC$CVrA1;C55sZVi$pEs>d+dD!Yo&dQ3xi}WTaI8mZ{B1F{-ZV$u^!n*?V?E
zk()GgcL3WgcJ0JTX~AJnMTX<CEf7bMm1R(crYj7+m31O-<h1Fp(P8B6$lBf22j8yW
zfA}qw8gpHOC<AU~bWJ%ppD8iC787qLmL4n$W%XS|p$x%`D3on@5rsAv&nFQJ@*)al
zR9-}(?97WOl<9d9#kk4<mVpe^Q!K1j1qrMYtNEs4Vtz?Xl(CrS#oklKZo$dqrdq{e
zK}_U5Xf`XGa>p!>*gMLZrqoWT(QM6$mg$hAL(I8@T5&cBD{?n8(iX_cNUM&Li6jmp
zk-RExHUo}bp0qU}KsN^vz_p(=d9l8y^^~jd>E&vAs*+{e9V*L1Sc1;iSJ>cmAqESG
zZ~PID!822z*LJRrxtJ<80LS@}<7eYYh@+4eCUz>KJ|9QfMs&<ym@maNqHwA5*O@CL
zblXjeWy_s3uS{BVJ66q>Dj7GhJN;2_LT7(SJIPu!Y<EJK9L_MIF-9dC{uqTbj!zE)
zzMEC~F-6XJWYsSwAg-~R7j(ZeLLbM0P<Mev9BF?UI@W+87OMLXH2f0R2GGmW>{Du4
z99}TQ;!cfyjc~UrrzJD><(NXt8+aM1MI)$X!$K|~>vMYsq9^*4?jybc*U%%`J;XWW
zbPcEGHq}jlNs5%C9*_ENfICwViJ6I*aI%h2b&My0QcWDcxyeS2pJP=RbOYQI@!JJ)
zjzux-#SeU$&6Elb0vHd8$eP0u9jf2gl_VXj)2LTk@xt8Fu!zw85!ob?H=1g#<~<09
zLEXDU)@a`IU08{b#ybQ`ZDn8B3L(fMfEA)0y9jAH&~#&FDLK9@-3jifLre$bhgveT
z!;OlfF&nFVaIH!WAoT`XeL{c(#l4@_bKvakdHS2LX%`}>6?&>BfSMcV-7er7EW7~w
z0{YOs!5dlYnwlA=rvUqsm`U7brB~716?6P#oyJLsiFQ>*UWeq~*783@#$q*~NCC<u
z`nvW2)CmpPvCDbfZ^?e-+tfH(*&Wm3u3rBc`}L>mQtooKFk^L}vpa|zi>q{q_hiF>
zIb`je;w&a>Xli4tmAR0mhCQ|`apM@+g*YhLoZ0)6m|kfBscOg_SK?dlIb&lGzTzw4
z;Yk=-<}`HMO*Zwy^y7FT08Rnz?tydAo@x7%R!nQ?j-WKi0$noFMZ3CGP^{iU7@!nz
z8BkknEeBEnb6H3wlWPc0;b=-y>>&{r&PL5=6)0u0<&NlPI)U6O52fZ(!h{d1kM0N0
zg8tB3A3P18PQmq5V+O9LW(C>dGdtS59uQUc<_`9QUAlAlQggpzlSvrxvw+Oi19u<I
z#~&_)g@}N_-_Z)@x`9&6xJ1)jOPyMMF-}5Zf&!d`Kj27Km^J~E@Yl_aE$<dEblM(}
z|2o@b?8`8LoBO?Hh}#}dgPf6!3s&SkcKrk-1tq<t)W9x!1|_(<uEfu1mO&7aODJ+8
zH3S+N?nA=S&~QS;&cKI<JVGddZ&o-68zSFscV985ta@<<)$5yxkG4B<tHPjJAu#Vy
zAaMVZOMtzFlwjiy_8NZI+X#lcVH@CQObM2c;I#^LQ<(IJp7Jw*2UF8E>_SFR8Atu6
zybXT{Of}R``bNf=JeT;EB%f~H`hoWCo3!(t{ubB)1eh4XE!7TwYevSVG|5<WUoPHz
zu(`E*|Gth-nVeo;d-&+@kMDhZSBhL!BAm_GD%H#**R=D+C!OdCWSo8UpJw~}+rc*c
z2BHsOr@Y<ucf9t94EsEB*9daUXTblYlU-uqGSpK)za!6p&tb<|sqowTxS8y<bokqb
zejTf2ATFhpUoEh$-|2?F*u5zKR1|toyH^q;lB<Tzeb{De-Z7I6f4>>%(02{#WA1YE
z4qq`5n}M*1`L696e^+stH`(?vl^uicr7HM1*ug8JgX5}fg(1KhZf&gT80DplDyd_B
zAb7G~$2i7NZop!Kd;RvvR(MuEx8nFU9D5;2*6fq9h@l~>V?Q-*pfdliKWaVg2Dh;-
z-!Yx@S%T<+KO7DGZn7N83tC)`hj<6KyW#VkdOixfxY6x(On)dhX>t0;WCf)YC*wA^
z;6g;l{XS8=9|HhvM8ij9Roia^coPVXnlv6EfORsVRufTZVkA%B4qGFh{E1VY%D1lI
zOwfxR&ZYyfZ2a6BbXrd(tJ#vt2I14d)nc3~my!e*!%$bOWFa?#!A`J=`}fI`JzD?Q
zttXFeuRoeF*#J|_i_K9_Cz~m#m>#s+8DV|3-QFBEb-JRaOr%?Ty!Pb#&0DhS&y~;d
zPNxY#lvb;wGp&_R`t90nooJ<eqDSH02rd{gq}IYwUpi!|JcI8snFF_kT(uh0_&*jU
zAMEc9!}{v_rY>v=;>T<An)v#7&OlP@x8$WP!F==Xs%Bm^;%^7tp^uG0U4G~^MP0j2
zfF0PbVQz`)w>u&Eya0fQl<m(2b)n@Xs!uW)REk^ZM8FjRGBkLhOE^C^8}9jsqv2}5
z&GXT=nR1I>6?cxVV^h~@$*i+jkY_Sor|%E;9sTK|Hcg~n!&Y*Wz^`;=iw15YDa0DI
zT@3ryL^MHtzv~9TfzjC(&3lP#xt~f5o<y?bl-VfX!Vj=)U`d!fPj;+qwax^MySW=|
zV;Ethf^|jb{GZAfdGn{iaQ0qw4-Utuhs@esG_fTbjI!?UBsT{|(`kaimM^Q?UkVDo
z(TQ4^6R?MMR`@T+C0WPqH?1<#I7K6f^SFcCpy9&-e1P8%fx)cXv}it5$!H%NZ@0%*
z<-Xr*wtX7`rD#^<EO0&wy1<qm_$_%2$7b^YJENd&XEV0NR!1*@cZaz`SN%`pn)pF@
zyYoyC8OJu%gWx&Ip=1UdTZ4GtC`raP6wZTm5Cz<}aSvRy25{rzOt9MB32@`7t6emL
zRf=$Xh(i$YQ6L-BiHep%PGlb)il!EQCg8WSo*ctPv!|Qz#qdriFh|kS8Q#a@=?}n4
zSF318=46PLcMmH??e3)fL4X8`+8yk}ZFO?Nj`40dkajN`)K;SS6jn41SP7CFgQAwV
zl3`8^`a3x9PFTKp?_9L7XB~Lzt9yh8uKR1^)Xt`&Xj_n(H(E(&JaN)^FFkRYAtS)N
zqcbjAGBeAJ)U@~=w88Fk{~ol~aX;4!Cf7%!pMQopslNJf?FmGijVH77I>Vw#Q&QdP
z42HXH<6OLGUX~<lA?}8B7KLw=E*S4;B|*`fE*aeJ1b6*`jM6f7za8$Z`NIvkqL&4{
zR6aPGJT;r^GOe`^PYHv@vK%D8DA6r<I+3`+F4I`wqT*&gC|bg#vF-*h)KA?bWy<u|
z(T?;-(W@v~eAg#$D-q5k-}T`HOp+GPa=P#D`|W)?$8;b!l5}M{lpR}a{xphRhLvf&
zjS+3gbVHPBJnS-}Js)yvou<sFdGNOpjv7*#!gWYD!b8Z9b|6|diOOX2*l&{G09~*$
zZM}(^eFH-J4PZ&iuB=R}Z35-^=}2c(W&+p>pPLpd^VWPnduz~X8>wAU?a{U*)UU5L
zX@elOFRFz}(d|MWP@?Z80b#&nXJ&lT6^$23a|b>h=zl3#(NLB&-;Qt{f<qqws3$00
z@+4i<FOm~&0HtI_I~Sp6@%bKnPxMVom#GkTv#rqpTbGuMvZ5U$HaR%&M0Lo$gBNRq
zFp8c7)lj!YQ7I+i=HKq$>;J<6^C*&`D3OU$H>u0z&iXTRW-aPwM|f6W{r*mgV!CN=
z2N<`q1{F1no9xc0Z_Dn>C)^lyhn>BybVSiK;pVsr;aA_FqZG|ziFC1;c%fkRa}#}k
zkHi+M_8Y2OmTrpWp3DTDkRLT&j`*Ty4bGK}P&U3FP{AZ}3+~B<v=xgfrjA1+9P@PL
z?M%ed8$|+Jond?{MAK89E;6!XzU!F1{CnoQgVV4OKqrcCia1I+qJkJFr!aig7K<nn
zj5l!uC2wzhN5zaeic{xsmbX!tE4~>*{UILe=C`1Vrg=+7y4`{*cFPhMq+`DyLfuSf
z9A6vJoiFZUad|BFZojtL(Zo4dXYp`Q!WqppzVgJaaXr2{j@wU%!=+fN9C6gFj*B}j
zj(Y&NeNu;bj8ME?ySQ0#)T9gVy82FKD$%RA(v_FETez0Q)Emmu6?eIz=nS8ae(uT$
z{lK)J5Ul-Rt_w0FWiuW3nWVf;uS}{vB$lq|H&?fE<1x<rXd4}$=KgmWxk_usoh01<
z^IVFtz6-rw{|?^S0x6hhDjdgWU6;n)V(7AajYI2e5Z^t;t|3(l6|Loa8Pko5M@mb`
z91nOEyLG#>y{$RN14+fj!!sU&Dh5}l!{L5hrX<%*QvJ|e&DWW{*?p?=VdeeG-z)!C
zxl!p>mMed&tW+LXeulo&yOnDIa+|GuR(YrLpDG_z?n9O7(@L}Qr1C#k8kMhs_VL@w
ze^gc(pr{6j;XhSAu6$dGDu1j@VJ*3BvOb<4Qa=YN;;>nNq#3a87@?t@M_Zj`G!(&9
zP!y7T#d4qyaudu{=IOi-3I2XjJj|&HorTbr<BUvtOEoQ@$-7OggN?;ntgBW)+v4j-
zn0D{hqFsNXF`G|Y%IUEvz~!^K3_A{<(F)q(64|!{S9>>~&3Tx;+`7Z@7ZvQF+tkI#
z9T(_+c34n?i+h6*(^HgRfU&?HXQTaQe)5!OrF>F=a=sWAMMDWLKiW|Y%qP1HS!hsu
z)(M{H(_9+$vDd{VO+JZ!Z{Q<JeNJDXcrG}7foM#a$?Wt6((j1VDm3%s^{Qe{!&mO-
z<eu7ci=2!&Q~6(#L9hQaci!dLCtGHXegU1AS+AEED6<9t_C|g3Pz1Ldt*5Y3k`u&B
z%v;{WYwfT##6^8tYd4*FeiutkF4u0~ez>-^z9}c9G?UYiSK9*TboLjaU219PQfO=w
zLQhpqaFP)_brD$!p301m9Bw~U=Sxj-2Ra!6WW-MuQRP=gcU~EEM^O9j41b7)X&<Es
zHUc0e7)eno+Lj}IoQhrZTf4FN%VMr>zah%AE*gFvCzt3!(~*JwHiH5>?hnFE7*3cg
zf!}0PIW!qXiAZNox6`L77PoNR3%ZX(!ok->pJWh0QIJAqCbL>ZR|&fMo1Gm|Qur{%
zV*Mvb_Hr{=f6)q*XYJgALi_v{A<p)E)9dNV-o+)PX|Hr4pju{hEYnrEH?%!xq?tRS
zybn?}w9E<8{mHUcjK@wpZs+v4co6oxtS^(>P!K&qZN=(|bXE%4jD>Q(^hdh1e|sEA
zccjPF-$tbMy4{KIW7B1Q9N>Z{>O7NC^M0y9V%vyx4x8i?U~?Cq`(#LE(BNt}+O<XE
z={`{xK)SgyieQ9e=@!`f|Ji%D<u;NeZICRAB?&6lxw@;S=a5}9-Ky#(k~k0`DXS`@
zM5-iB>(nBvHS@38uTCTqBt{^>Mgo%9_P@p6>?`aG?A3p<w*MpS?cS`}UhYHe=MmwN
z5qSU-AVpG|M0bgq86F-U9+93AehRqHs*1^(VmenPOJS?fX2dU|epBFwYeavTW0URf
zZ@z93l;xwJjwtS5nhphxoaIXYPX@hGXPxRf?_`4Q98eJt+i$bsY=`=9GXdkCQP~t)
zLerQqF<1V`6X?6lM$?_>f1e3&8LQN^F^B%yj=Qt-V4oLC#`}W60$KC|IG|Wkm5m8W
z5D;(Vo|v4;RQS{z;?!VO_PIeL%8Zx=WB%{NUG|e@&$P-tSr$3i8y!*cKSU~#z%#($
zvE_z$TYPw)<2&{=fIG0J-}nYu@bW{VI%&)S3kb%T79=EFmwp%V!UBWp8}1jdUzt9O
zSq*2+DhuP|0d5s>#+<icwAf_wj45gXnldemDj|WG$HuG8u~G1Uz@#`l3J@5n=rUG8
z5fq#R^iUau8@{lvajh^Jf|eb8Oph+(+Zh!j6ott(`o!f)?<-?wF;L8PDg{l_=f~(Y
zqp`hjQrdY+&MDF7DWyA>ze@@o`@s=Bf+(7ezkeys#C%$e*}&cvV$PdOO`|D>5gym~
z0$R<g(J{Ul40Ok9(+tzbdgGhLAiL2w%NSlRHT^<T@c)c>-NQe7+Ns6hI%9yR$cxBK
zXuQBCK-^YnaLoiW?13p9p_a(92j84*ju4P(zB2~dY)RYjj91JkN0gN1`;x*rGdd)N
zEy_hj5t=eC@ZjY4CWXd*%9Syxe2jc;T%N-8wC`3*C(IR1N+(3|T@FvO>LYM*ht76#
z|HKyJe~yImG)Eg_rdfm<el^Cp#6aG32by!na>a&<dCeH_pbcll%oraP8^*d*18N}L
z!J?TQ3?w_qM_<9{KkvPvlhsg`q4SGaMyWqG*LmxqIWy<Q$Ew~Ln{aa3FfW&>WQr{j
z-lfPDhT&n=o@AW9qpTU(rSb%%?DCIf(i2Km5cIRb%%jz^p+1$!{yK(a5vRswgT`k~
zF&&sA|0$;f9W98-60=LC97?69J+tdw`}<znrFan1>{IXKAaZ}t>o3pxi?C1Gef$_|
zeE4(rrNcI_UJ1swS$t{1(X#R#vtHQU#@&0r0^~_%tpF2jnDGIGy7=W^=1pGD#G5~B
z{KbbT&f$0RzW5Nmond1caq%A_GKwQYg}y9CSM86`N(57Uef~2#TEnMW{PKT&rhDej
z_I)~k3W_h7ArIc&%i;_6cE;}Ve8H~a>vSJUR<gfeHyEP$di`hodd<GKnf~>Pzf^Cd
zjp7Rw=khywUwnby&ahpcFA!5gUn1e5X>{1$Nzs=`KwRQ45$*N_jiwXwW7VZ!YbRs@
z68A#>RaDWH{S^PI%D*v6*;6H!S?TK(5YzAGo78f{@#Y^>0Fs_JX_UlVZ_-+_(hfN(
zEu|&$Nuwy~#PfG4*laJJwD!`H*`yI}IrF4-KIW+NPX;v;@-%;&0hY|m{P*dQmXBvf
zqj4wC46wMDr^yC(XR(~pO_CTOo=?UcI}MXa>|#z@hBCd0(prk=$VqD{nG?tCJGTTk
zpSX`sT7&UKKHnQ7l9ALcL^7r*`v3RSDp*<brb1iJj{iIjca#-xDrn^UI+X^nF3Ng$
za~chRHnQAJMQ&xan@V+*#qPHT9hT1|a{pQbk_i}3acN2p3nQFFP501Dgz*%X=6i1;
zgmb=~veFc57Nky5Y0g#4y~yx@GN-)_V`UOD>9@gRK2X_!u}ncG=WL92W}tsC#w-RG
zWdizLCJ>y<;+cO;@g+kZVn-jCJTU;`uH<G93^4fQ*-14s+KZ;8i74i6ZY7*I=SB=J
zmSEm|Ct{HCUYPuifkv;pDbZp;>Avpf8y~A+4We4Ud}WMZ!n-`BFmf+XDUAHfP0ow7
zw(*?734r+fZGL|Q2I0>gMQ53>m?%$4ew@G&OD$}!>;w)gQL(wC5T!|nYEu#jkVKMT
zbC4xON>X5xl>*3&Q!z1Qrj|DekwEd;W{L;Sua=sa&3p$LFeMS2Ink%2*Z&t|j!knN
z)w_)M-lWdj70aal7M&`uE7s0n?@$NAf>PcMN*wwwN4AvdYNs687*6BGsN54<6lIv*
zlPh#aUUo50%YuogU}C!NFXcto^NZR3uKj&49r@C9e(&Spo%dwp*?s|j6HELN`r=UL
zv~ZD+>t)dExq~5}3%4weF=Qf{ITI={$l@Ab@n1b#IKkL<C#ct}jY_RqX>L|(oxt;}
zji6CoZ*R4>0&lb434+a569<@dHmdb{V|`=Gs|C%?_U5|R_M0s}Q)0Uscv~&6Uh^BZ
zX1nV9TUD<GM6GtcxgPk9U@O@4Tg{Cs>aTB9H#cgXW>9N(DqgU$QE#tv>c#Df*YGz2
z!1(QItJ>&Ps+~rsQT6I|uif@Gf@Y)9@++N6tJ17CTAsHV)HbS}bsw}<gIbj%1h*Si
zRBcvUTa{*|T5UCIezS=VY&2U{FWAE04IJIs+^W}V)oR_Vtv9{OR%f%a;Wt6qR;{Wy
zw%rOg8jVK1Q};JoUbWo{YFnFaZ?oE|g1$<_-)h&l+U?DtU29gG{#L8q?o=DKhVO0q
zm3pwg$#_s6tT#LLR<mC9yr8;XueUZq$ClUho13lndUYdcHNd&`%4Vn1T(7r%zp}B>
z*ysd)(5NwgmUtStYri1>K)BWm25YYGwY=UMXGK}do=V9>JV9UU)ehA!{~7oY>2}M(
z8S|wQCA@Uh@0NowhLS25&u%%@s=HA_;`iVH=^p4A4jw+s!yij~IE(H$#8HR>H?m2d
z(P5dT-5~UbT@lp>qR;%yOrqEL<vv2QRN5IFpA0G8dsO|FV;+BM9HLr!h!mPQwkZOo
z5xBFrTdtRPdLGi`FhrRW>M1awd$4o&@!s7M&QWjS3>ln6t$%_S$XqFpRW02f;|$NC
zE~N{bn$rEj5i<21Fmeeo^~}}Mo$*0=7#u@4A;vamHFff8iH<oQ;lCgv%_b}5C|NYw
z?X}AkL`JQN-z{fP9A#ai9HM1$DkvABpRiWwXuHI*p(T+4l=3!5^=>)pjL=o*+1=Z_
zkM82=&s9gC3yRD8w;$iTODBSsN`x9|j3|bi+q~u6yT9|JIMmy%mP+#Y&qU549KYO-
zX74R0$BCh$O2<R4YHEs42X~w!uRq2~t@7diaEuefLu6O?12HyX7kOt-oWsCtC(fnD
zIk)0jZ@?$kI!>OmZ%c^mIyxGNGw1QA93l-Pr6(t3QxBy+IP}W{naV`bEKdHWy4G>j
zxWDDJkOdRRZ9D63bxR$`?KB8f9zu?kiZY5l#2bU-0dNWtl-+$nh(K=rv-9++=&tpU
zZs2Jjj_72e5#@r;s7<qLQgI-LhElwUpyw<scr9NAxBDk}wZn-p)E>=q3U5s(dspBR
zy34_E5(x4UP#)V!AW$Yymg6anVUVH6pic#k7f45EC@?tMUrw%c@Sl6Zn=X1t$*VD%
z8AusQtGF|esRZy|Z#SS5dazH;r1ReG-TjQ#1iO%l206NwmP>FNolkG}!4VGY^O2dv
zqZ64kV3cwm^CJU-=GL^?BNOb96)L?Ip`I3Gh%j54Vp-!vtAe)B?mr!8y)cjI7*tHx
zhd6Q>htg&cPMH*NARA6-6zZ~c$|4}7#lg`9y8|hD67OOJs5EBj_@2r|Hds$zpDY*<
z-3xj|7Ud|<f)X<09!^Qgdi8lC2kl5wWV8v;u=}U+V3fu8XI}qhjYcN}0hK?VR4&-}
z9ACkmY=ZZE92?#yEXYWJGrti4pWb;a9{O#shqF#5PjSlTKsjU8LFVbmgsOE<g)C)&
zfF#%f@w$l9)-tFf!hgoW);K6&0)$M#KNx0!{DSx2M>Z*Reu~)mGxFu?F9*@x?Krfe
z_zs^c`uJ?Qn{M@c)uH5vhp4^Xq7R5TeIhKSpa6nOgv0s--f|Mz5KCC`;c&d+2{3^W
z%<$+nx#h@jZ}ib6ppH0Z{JUgsLrFHid}T7P;X8-sIAtLbI_-0v{3MG5G(`kI^)vQc
zbwqOP^b$&o9fJpVu}5*mCp}iQ>O{G(Q}NN-z{-%F3YEx>oeqW1k64PPO{P_FDL4*;
zzou5znXpq!IR|!Xp~!w6>oz!2ahvXDYK5awFZH=hgq=|&QedZ+$(Z-lBBZ@eeLhlx
zpschT89;B+r2DEvn&I>sASLX`^JX#tRATGY(y>ZujY8}K2b5X#2$p7uJ***VAw@@v
zr`F^`KA3zm5OVlIETt`^R&_J(U2Fz|wDp()BP?)}+k!g*ma^$zT>}$++$JM><ejwA
zxvo3^Oh{udeR63iSmY+RM48<tL&$IXWEk-onG6DJ8^(Duj65I$r%>hs`?K;sn8GND
z6j>5+t`?+e9@NTmoCj3p4a);+pX-~a#$(!+c)giu=OkHq@JA-yJkVI?9OUBl-ab;=
z=fRlfq%@@-37s4ulV!ue$0;HBdeD3zG2`BS<6-fD<JZzW<I<bUhr@82I|Ul)Q+Emk
z+TrdLIG*19xBVASckiZc$RXTv@k4v`%}PhimqWUzoDvE9uACB$b~QL99(cW+5<|=-
z=9Jhhf0>za=~Rt#)`X|coHd`~*gZc({A5p3<^2O6o>`mS4SFLFY3OkJy1bYbfuVj0
z-QDis7$?+0H#c(^VxBLvk|C?#8H}+BYd;!8wKE?Eaq2D7(9-FrVu_fwu*x0``%6iu
zqjmiZsh=N7w~yV~9?tFd4`=OIj2`V$d`djn<06YSzCq+FcuHJ<?BQ(InWs#wV`2)N
zl90JSH8EP$L0+e%M(ljgfW3Q%0nD&Ntc3?JPs?TUIIcYiAK*wT8vLv!eD0Y|MD-7*
zEE02L+xG^u@?1FW32R7~IyCc}D(Y(w$hlhoxjPI;Pv{Wjhl7Kx-Ci~i1O@D3ITry^
z%`4KH&Q;&^-<%7<V`0{sp8)NmI$!Gpc->d#s~Wr>K^-^Wtci9obJiaY4qyR*D)DeW
z1d+?@T%F%D{bA?AFk$PRJ>M<A{kh*f8;c4&n6(oY5*?LrDlAdR!l}^w`O&P^4R3tx
zQ0@<g8QO;IfiW;-szGwqo_kkfP=F7MiYPb*BM@#dYwa|(fGb0h&IHwb>&aBAz~(a{
zX^zcbDm~CZLJ*$`NkBy_l{3L51E<ae)g1GQ15<B5*?Cc`)T%FPGw&@K1;@6|+7+%Z
z0$=B^Oi{7(*52*H6gZR~CAI-$qV|R<HzIE5rT{zhm$UB%nF5aHowxa)yWz|`KW<xw
z3D4W|{osv6G%tdG9jCe=<Qlj?_Q|U)#CH6TeK?HFJ%6k~=y^M0L`lz$Vob~Yd27Qv
zBs}(T%)#6U5TpwSrg^JBflB0H3={s`7@m2pR(F0eV8xfu+Y1?dK5y-PI;mpb${f}{
zYkiKbzTF~2(9GP|)x{xb^ER#{w&z8lW6bA8U<9Dgi(+o|7xR!d9CHtVu(7K1E9UM&
z6z@MP3TX`uT|0PiUMyy0;jB2Ma#h;jU7SPL8o)*8?yK3=NtU9YLbPY4#6}?Fw@-(I
zgS$_Mg(JUDhed^jpAyL&8eW^NW<WV;kv>iAF+qN}+UCClAFO`Hx?TBIxDtjm>%oI3
z>0Q&HgJFQP9}mR&PB}o~Z|CEX_Y5tmg_TIofsx!SbASmIS`IkrgqE$Sv`Cz+6tqD1
z$on)$`vOkj%@Be%R`q62L)?cJxR-N4B`k?!a#xH03{Mqu@g=n6FE^D~2`aJ)O~ZP0
zjIfAd=uUC;AP-OlC{Oj9j92PlC&M6=#l?TQfZ)-W7p|5UkbHQjaFR&O!9^%)$o<=u
ze<!!kusF&pAD}+cDkpe%^m_ca-jtV_si1?f^5F$!x}TvIc8qhE#8W<`bjsG=?I}}$
z@j_Vir_L7!7DsdCBjUf*C&Njvr9bYve}qR_Fr{Y^aDVK->;=0+@8BS7iOteQSIRNh
zWQwpIxXZqTU2Zbv5>`a%_@ikb7YRJk*2nZp(EZ(Rr;~?(sV}d@2alA|=p<*S_9$LW
zMi7-nDm4yO0zq-7Uwo0{UcX7#T>vTf>{_Kt<`c4nSn~LmgJ6r15AjzHNA2#QTy+V~
zaz~~L@DY9uC&n^7>j%f9@W(P8NCm)|oq?x#@cI|xb(`fxi_J7nfI>Ipzf}=58Gq_H
z@Mp!*k?CJO^Sq~2loH@@j8nKLlt*Vg0q8I+tH3V!93$e+4sHX$5nPzdGR{&^s{xQs
z5XH%5o}9KSL{2B`OQlB#(Z$aX&j&3J6VC^my_QH2p^h1!f>-M3)tTctVfg^^yx@3W
z_%!kvs>q|sb5;<?#pZ)G4=vAIgHJHe2d|DZ&j&2dHqQyF4?52W51(0)6NgSc&sRep
zfu0W*ju08HOVLzRvr8S0o)7PY)nx*4riXU|QfylI4E213=mXXBfn#x^PFK$f9|q(0
zKpnN7ugafr?s`th=n(dN74(Vh`M|UM-4lE_&T7wz`LFum_M8<)Fn6SdAFdkbda8+-
zWz<TLP3ODkYd+gAAc0gIggOPQJ_ddYTy6(ygNpb8@%fvW>};0W#AFxbs7ij1<IFnh
zQ28m{i8VCQD><{N$>#p-Y6t?&(1mB#$ud=ER><R)oLSjYf=%NjA4;DWP90vK100_$
zay7~UDUY?!0Z3=uPXn9mMQt!m0%kc)CjhhDoFhOL*W#+b=_-o|-16eNEml30VBu*1
z_r{Fnc1C3>5vMT5Y7SbW7Tl%NRc{%sV0$XF5QuQ<Sz4Q*xXWnk@c`t`(nJ)yJWH)?
z{cHwZ;tMf#V4-8`^aig(>>)6qN5Lq=yV7VxSAnHys&p|t_*~<9O3&FYpY2Z((G$UD
zx=$p5r@1>MYfN-cNP<tZgePmL+~GMn^OTIN)0accoCy})BqbDDj_d*mPD|JFCu>Z!
z+D71PArwL&&z_Pi2*1~R!3ZnqDg5CYcf2-9k&J-ABuTpn@yLlf+rF7Z`|~ge4-xS{
z?LB0&Vg7uPrNvERC+Nwl-1It`8rpPl(x`^H*+WESYf95w$WWK20_)W2IfpAd>LH0<
znSXO)#<D)|xbA0Vd@y$lJPC41ZU&xZ1*Pje$Uob~?%{5Fu#m|>oO~`)5V(Izw?Ra(
zvst#IdR9*}4cVFSZ@Po2!(}%y(M+AyPG&SpRt2lgDKl>ep<`sMlboiohPb*KCOtl)
zSm285t<%)jNyT+sZ=I%SrnGgW)10aU&Cr5IloDs8K2&PRZ&`}n6a~3R@)fD*)oGY-
zxxdFlk+vaHJ?HPZ(IIGd6}hMBu{b^L%=#-3B`pc6!>1Z#L8#eNb7)hIA0@3jB<qW~
z0R?%c@wCJ#apOyB^GVxFe$&gOoFo&oj+mS_8AJw+w_pPi*`md;#v4=FKvHM67z$w)
zL)BEfhJcuA*bq>YEgMl&=9xsP6dRzt)}83YodTb|$w&px+-0OdPupgsRGGNXNP(Z=
zx|{+%-OD$n(zLxyN|i~QnH2EpUaM)9pvQhW&O0k6Zcz;Exiy>_b*80+NUt^_1w?v<
z$*R%xI+JyyMjc)!%F~yoahRbeJC3HH#|pq74-tgqr)%C)s$}oIQh+CW)239I<~^HI
zWvahwN}b7W!bXLR7$9}1(6n($tvw;mYFfh+RCm*=X2nrWtCyvWo>mW|k`*VFqiSYc
z)U>)2;-IEg%`y=g^(?LEqy&1a=E*-+t;w;VS#3d^nyp98sx&#)GpiP?nUfMZWmU_F
z<ut&pT~_AiF|)!1ujkA<6St3<wI+HsXV#kJ#hhI!%WFBaM$AjuUOv)l)u@S~gkhS`
zz?vqk4Cu+muJjhB#Ij~o%J6kFpkvm%35kiaD@`={Wmn71h8T@GWM-^J9t&PJoz|N*
zZJ47|xN<^f*}P18q;)LI=w(2PJP?yJA;h6`OU&sxCgP~4=7fk>-~+y<u}+X8Py5OR
zI?XN<r(;S|gar81Bna^u+0G3HWX^;}i5j`zs~KW}j7GTD)Yu=R&P*wyjC$FcRCP24
zpJ?%UG7W7ELfsmNVf~sbm!kZ#3kypNpW?hMK3Qd9StOUGS|2W4(+6pNE}oVvZo}Ph
zE9F|HQe$Mx9_5@RJWHsef8yM(g@xsXuYiPMKW`y^rM&LeDlYz4-t;yrT=W?gS*d0h
zK-40TGQ>hDa&;y8Rz$gM@aw1uL{@7qyl%^F99qKkAe%mCpQXCj_&NT55f!2CMmaz|
zZu7H5YFn!P(ZWGQ)m5b=B62^(W3Kw8dJYHRhUo3a`X<;Uf7f+JTdH<t;X3}4zhCJR
zRIDQ_a=lz{H*`Pr5oWTvh&x}gK1#G#L-#jol`SS_S){=w+OMK5{ab>cE{)t35W&BX
z@vK}!)75g*-wgQihsVP4nwlkoud3%?$j4}usBM<%m=><WXQ@%0s|#Oh&U~e`W2n@m
zGY2Z=t)|yvQq}otk}t*)XG=(zD~E0gvr7Fwjpxdx-u&7ag@23#plda72aT?GI(#6{
z!WBx4Pj#tx{QHC+0v>%U2i0JmpNqrSh`tq6;NPdDX(KiOf4N<aX5L35DEv6@t{j1=
zk#EdG%s%h~jaA#72D9Tja(V>iS4f{tbw4EXxaitgrR0?i{+LP801;>@M3#Oesq1tx
z1sBDHTVy7tl`Zmg<hHJ=qfm4k^5UPdg>+tdeP_4(A1|FBUb$`jb@3{1A3&klbKz0{
zldAHO2^vE~9b3S}yh?xN<#ifld3l3gSGp{LbZ}f=F407mm&?)RRhpUdsm4%RxS>Y1
zB!mVx{vDmZ65d){!+9Ks;}#LS2GY?T>cyJLGOi;2uH~(#PGM1%Ni-}nKUeeOa6z2W
zdKr-qEkqGHI1>hzXpCvlcE%wb7oCV+r$3OnQf0;Em*2|p8$AcUb?^$l>f&@12YHm8
zzQ8GC8E)=rsGF`6-6)_C$;X3|H$+4`B~J$)B!H)bkQ{K$L8QJPILN$)qZ&Y(>+Bx}
zCsZRzZs`Yg_D#@tUw2=2kxRep(K%jgbhj2Y{DM1^*1@0L5}FX1<O7`{7W_cRJcM&-
zN}O%qxpm9ANy;4r+T7e0<a*-llXA6!n2lrP=SL9ccEE5qw_WG9)u!YUPF4Wp0p14l
z2E@P8O(?%bu41ouQ}OARvwgEO92{|jj_>@zK|?qH>wmrJ1lul-jKcW^sO^m$j2^i5
zI=Bfw$)UsxMWo)O2J}FSp<+Vm2FJF@kqa>(LI38+84brh;&)<nT<3w)Mc*+-K<Oi4
zB@QA23OVM3j)l7f5X~u611mdY@*M#!y#SwSP)}SZlY!$!Ck;5jV@@9jVG=;qqF!N^
zLQ;qpz2QMHBG_YiQIN-N3ccJh3dy0lO{~O_IZ)LP$8;Q!Bcn9L40F6T-q{h(RtifL
zVyBpRlQVALbddENZG#+|ip29<rP3cTx^Zfc5IP%8U%@JIYz-0+xDKP!wDkkfAv#E_
zix8Cg(c5_QcQ>8ahh6{BK^Aw3>F5|qIt34I9{BB>!~$Z-O$;JA=M087X;zkQ;!G9l
zwRi$n{~<wU=yd|eI{^E`k*0>CiJZeR#+Bzt=+Yr$xD~mQZ<TQDT(!bKG0nM4cpqMO
zdp!qhh@LY(c5tMJdY9>~_J>}0=$zoZqY}ghrC+lI!|TEDB{&;WyEvF4XoI;w{qz$i
zi`RC(HQW4_8jarU5*BF&MPf*L;Q%2&;EEI_<B(3w0;9lSj4Yjilzb&a5TEEfSYFze
zvltn<Z-(2>cfIb*K+1rd-#cK;_DyoZ6aIl_`R-th^DHntL+7R}{Jtc(<Mm#9Cn3$}
zmQ1>e(-Q=(BRQqX9O)`qeT5{h7X0#}^aiIzy%N%rOY|yQJ(%UsBDclgl<V@n?hW`X
z!~`~m{Fr0`<X}038Meo3yao=*6aBGE@t*oGX&7j_(U@X57~<gQI9g=r)sXz$+&LKq
za_{8cp%cY|p&O08BJGpdhe<vDt$4hT<(K==``bx&eci)o-K`&8@CEaFDI8+WC4RiL
z{2Zs3xew$JAo2OpvB#hIWf3hFr(CZZ;sr|!zgpN_cpiWJmhZV|)=|)>ZL_2h80S6H
zGLGidGFJ4_k6T~(5KhEcf?O3VVp=;c0(KFL#OSACjjf}Ezkwy=l7Nqv&BjbNwu=%T
z*cUz!@W%ED&(x1Mfdu>k2woP%(6%S~Y2a)4A{>(YST5+#`CY?%je~~Z(i_Tpw2UW`
zqTK|wrCYgvjKc|$-}RMfhWLVaMD*ZBL{kKw*hx_%OADW<T1yMxq}3AprVk}Ow2h<&
zXnTmCtS`vHL(&dJKTRY*;z27$Uvfk<=)E3&niQC2G&3jtE}v|lMD2T3#seeXOAOUA
zl!eicOZ5|eFa<nPH>NK{G(LS%OaaY`^S<CQ{Y|%zTvgq6S)89-rZZRd`Do&^ViLxc
z^fP`iFBYz^5$cO#YG_tmmW$&3zAPh=gARVPVxkzro=YSW`wq|eLH>$dBS}^95+`|b
zPEUAHZty+>d;0u?pSPA+|C?K<wBEf3vtV)I>$IM|+s}$s`r8>lyk_F}YaDLh$7wY~
zoT*8=-Ledh2vzZK%FmCwA*sq`sX7*vj^AX}oq|07KP)|9D-B2GP}`0SO2~>I{jL%q
zLJG`hQR&59F+I>|gshEAP?M>MOF+Km2Tbjms^C~J#Je|cMD|7BDZN|vH^NZ1O#q5~
zPyj@Vrbt1gn=(w(6EKBGuvhqpf&UUf_H5IbmPIZwQ4ZZ4X&uB*m)|gQg^8xjZ<U7n
zR6<1=!={2-v<d6AYB^dzN#_HBNtfY5H)=kl>tdM7BBk3@-e1fx@wk23LKwth9+7xW
zKwe^*xGV^a&qKbybV6~d{G`Ujo$@csq$witx(~&CFoYX~n3TeBp<3qYu#iiZF}dg7
z?h*(Wzb_7@wa-<n406d(Ma#ltLw9I;1qHFNxW-rfSI-${)pjSS*Q<?6tyyVqR%)HV
z^Q(=ZQC)9uwYCCpv)&1U%~lg<`gJy{^?GA{W6P@r&CT}ay4UubE%xMsjoaI5dG(s#
zs5RSF-`}cwEg)*O>&^ARZv<Pxrr&CAR8fC@qq@0K>okK}vs3Ycjg5MHohQzA#cTK*
z0bu-gwN-6&D%DP-)2Mp&y4P-d8$q+tX!(^+rB!KG8!gY<3~C$I&bklUszI&VRz2Nr
zR8h5AZEaPWm1?!ssQJw%I<V1fRlQ&fe>dQz*xahuYSn7ptF1S^%2sEyvf(#D*;cK}
zcv`_mqtU2$>i$N{tF~J~ZELgbZB{!~&{t{rTkZN*yS*8-Yt3rY-)gnnoob`j@V!mH
zQV-TQ84t>X^=7BuYSycs7gX2lb@JH*JDPrTv(;X&ZUn6cIJaKe>{OcT^|tR<HZ~d?
zoxl$oHRjI}PXl)iR^wr~)(Zw}u22oGDSL6amOYh>mw~=?<N&ERf1j0c06Yx!_Agpm
zmf#3L9!C~LMfgfq3=?})Tr0stb#NSZ!|0jg%;ZQ_f~yqXagl%I7F@8;+M&uxbK05N
zrOI*6%BjjB&#g0bt8$#V9IG67V9f4X<v1>e=uG{qXnfAn!wP8;rutaPZqPWKm7`Vq
zEK@#YGrL+L*==5DE7_GZ^|*4#CFsn2t}xMTuPdfF?jbg(>lNm|=?FES^OZwhn|a)?
zB=PxtupB4mg~dI;eWtEhV8EF<V>!}UEtfl1sdP9v3Xb8vWXk@$&bOu3_y9gz#|W#7
zz8!fhEAQVDPI*D<I;(x>&fadF3(DlV&(tY5>ykGf9S(;4RDKFg2kH{Zgc1G=3?LIA
z!x_8ed+_`k3{Ond<ZXqn!bhu2K5S9Zo^TICotD=t+n?Q^euSrbr34qPp~oq+sUzT%
zc0((XE(JO*a?hi$CfuH!AAj70m%B)$_}~7UxZ8BsDX2-^RS|-rZxI{dijx{d;g(x-
zH;uA&>#pfGjWQGI76^5#Mj^$Alu9bkHw|yth4<x&a|rJ?fJHoj?=|jw129c2IPwlX
zIc=9pWFpm`a?;Zd*vyrLGndDmK+^HXy^$QLpS@lflrWuI<dTh2asY+LEhz}cG$MH9
z$m3=v`s77mk)K}lY?3!#31C*{bJ=9l%}t;aK5kJJOd*-tQ4x9v&dE667yBu7=GrcH
zR<8n@r2Cki<TxeJ?2{)joKHuGCxpz%u&*X?`8o7LD6taZNXqaKe$4W<ivIoS$91<M
zZ-4)L=Lf_o$zwuR9qDQoLDJPvKUNT)({wA2L(mm>OOOR%I6mUbM82x}N5Ghcn{G`3
zSL+Hoiayf70yPl3RYonQJ)&_{Oi=`hD|!>x@jpcef@&0Ib~7`fGlALq6M30Q%(Spp
zWZ;EYn6+z}ftq?q@2h5qI3Gb|@JIH+9>h*rZ7HeJPe0-v1kC^^<{@ZC2m#9XkNIGr
z6_-Rcg(T@N)`h$vB)UG$fi65#(bjjE3upn<d@l&LCx9G!8tZC<Dv4_Ju71ZnkngIj
z8=pRSp)=heFbN1@K(FH*cukjFNtnizLWP8eu`b^6A2ucB@`W_sE~K%R199IAUj}$J
zKx78T%4Ko{#v4L>39$f0R6z@`8Z8oW!jBM#((4-UczKh)1k_<vGel(1YnfVvHH?b*
zue=6-_k-ZYF!<{jFG{#puWiZ9y4E|KVH9yDSVO2scB&&11#rN{^U2Ai#HXqpj-kfE
z475xcs2hC|sF(Ch$zhh(G@(L$`dF8(?I#t;#7dLtnoF*sMSAa~(Bc~{l+=Sr|4z{K
zQ|~0pJY&aArAU*e_3U&{KYB0a$g6WY<YV=(lr`$pOK&!v<RNvp8Ui9w(Gyp#6ZUwi
zNdc8IsU$N>C84FHGYa6MZ>wI>#N0zDZ~;Mb3`NP@gZPAqw<VL{g#0v#%T<J4D7~U!
zHo|Y!b7O3jVu$rHF>j1msk$|+3+#EjAXJ<=0(KdNG6NB+>u}*@jpY||)*+U06Q6@x
zxzY}Nu3{L5sM^~M;N>RSF`EoSQ=@a4huT3~*W!{CcU)<5La-vkM2^?=tYliG5>D1+
z`FhLYs!Ucy;I;6$*Bu>o-_RrS*8X5cu`5|3di8|4$+$A2LBD;{3l5xn(3D_l=KL_g
zoqHhfwh`3lcDfu4$_V-Iv;a^Q3z{ncR0oS%0ibezQUEB=RBk)^TQ)vk91yD3EbzQv
zW428Q>-<AL46&fjFMoz)boOXeMzp+jo<4hgPm*<I_bCP5sV{b1BZo*FQR`9njoMeV
z5R%sImrD1>C(c8JX^jGe?5#TgI&|sm>G6T{Fz{A|VsYni*bNa-1>}em>kS5N*TJDy
z>uyO<BRVUoITi<u$h3tj+{`%$u=At{H3XSG=sQm-l_nxM`#AO*L{R`2;c{;8JVG%o
z<;9Z0>p43E@^pZFMp#$hdD8k1gp4^)h7>M}jPSri3JwwTw|9cg<5B25#C~8*!F|r}
z9VENLc3R*Ho$sDJdAj!yQGC_)?-8rH^Juk%gc{DjBOYzldHnCI&M$knSDp1ny}Z6r
zbDiBM4{ph*Q;PX*54s}Sl(vS|^~PGQ3H|(5-IaeEKgkeBaq_fgEd`bK(Sp~*4w@n{
zoHb_unusx!Q$%oWtu&EsU=boe5s?TZC6*i=On_U?meX9vS9=6yBVni1?Q2+%qr<(@
zKqT<SE;Mv-r2s=7hoFr>L4z2Iyu=CvlR<>WVVmSoj<Gh*lc$RjjXbalAV;ivz)p4G
zJg`$3;y&vCQmNvzO@Wg_5fDY#4*G~Qm9eTc)`+jflJ0vkuZa9(Y|{{<EMp_RHr9Dq
z{tFI$8$gY4()LcirJzu(DaMG9MC{-rq-O}69dFnhMC=8>5q>Bqo;a(sjXfafr$9@*
z6^Q#g#8g74AO&JdBC$qAC@7eLNs0JU^m5$uhN}*!dhsGW9E^KyijLMnsT3J1b39<)
z9V1?o!v4YlS?szata**;_Tt4VRv5kqvLmho6l+*a=1>H*nlB1=30U3Ah||G<0;Sts
zUrdeCcf>QuU)mvd#(fbwEFlqH+XZK_$3U=S(3Wqi7`?HNMndd^oxym7K+>=jjw#L>
z%T<aI*2+-v?$JgDuN;CnG1kHN94Pp)e5F<q%1XzuvEXB=&i6C?)iH={KK$s&dx?$S
z_#kw{Lxt!gnu@V!+=i})^J);2jM?rUvF+^ov%9x<AKi@}=uhk?16X3<6Gb|X?weq!
zuzgMHlz;VJd3(ZEBPJZm>$NEEUVDE0O7g;$tZ?}~W=!d&z!dvwt5xjz#oaPTjkv=S
zc0gs?x#>7V2KrP4S|URxj&?Q6f0N#S1T9+G2t+RzPceValub;>nL0%=r^ND@V%nCm
zgutj{6_F8_$V*Nc6*naokQwlnn~7osGhQ90Bl?>?vzgCdly{#z-GA`t!QS277mptN
zTfO!po2w%<#npLnU}+JPh{q<Y(dnc5>+<g2(}xfCF`zFVJbtkM0veuw-77{mi=%J-
zdG?TI59V7Zs%Rjc1LWd)Ca)octNj}86t7@9%isP}yn&bTC1jdD^|5CRVP);Fb+JBk
z{kPANceDlOSd#oglqPv{!B1o^39PoWes6Egc%EF_Q<{J*64Y~s|6IO_q&5hOcX2Y)
zm}g0-w>PfIw(KWN(`RxVkzesmF^o2g;&;rl_;dPXW|i^tuM=yWCy$=q-Y*t9NoJny
z6CMDO$&|DAzzrKpjSq5W_@H#BGu6!M0jJ`<rt;Kr)FZ*$!CW`)%1n0QWe$}gU8mUv
ztK09lstmJ7{H6rUEZ;|h`H`GElvYcA=Xn|s2A-Y^+8&wMQfUy`Wc2Ta67jLHnnC4U
zj!y%7CSN1t$~!ZSSvUFNBWy4Jw4-=k!YGp62X>N(`||4jp5~m>ZOSxHq>!VyQ=04K
zFA@FpM4sWb`1lCtx0bc#h+ZX%p^@p=7NM7pej0s_SLtJ6r|H1{8c<G8i56+{6xG^O
z1lTp&FYP+gyN3yaGDP$@m7s`5c~!9WOxe0}L>5(_465bhuEA_u60NY|>uI<6sv2CH
z>yqD!w`YLL{to7NzvF#kxjsdZ&4Bq+Ytof1bE!S=K8faCy;jV;_|VLH|DS&5eXdtt
z?QU=gHy7;`K&-Uq-bZkBks!syn{}ea;d!}jiM;FO(II934%n09S{VUU@Y%@R7{$>}
zx#tCxJbQ+g8!DA3$e}c}(T`sY>E4<xJ`LAYxq6wBAefE(*%<ls6GBIcfG2KrK9o*Q
z+1PRj;p?MLS)!3W;PlCK=1cU`4EgXCJnsfW3Hz}kZxMM|qMwG19?7eM{}D$tlg@$v
zpK2*b%kFW-bhof&9J}vbpoC+_d_}Z|YeJ>Ers&SJQE{bZQ7PiGeU*EI$>>DZDVtw5
z#<RJ*7-`6@PFcr&MImp>4XoS}0e0O$<Pu**P9aDO;8{%9{^gK9aRy!rqR1mg|2{Bp
z^wZ+vQgZ;|EXZMxyu*JJPTvNtw!Hg{JQE|h3lw_>iPj~HqBD|g7Vfuj!|(6;F6_9~
zDWYr!UD?|cU2lg7;}d@<w8+NT+Ef0EXfYrmi%D<rYOYJ3ewT96CxXXLwOfeuhr2%I
z&3ijUaO2RK!$}=+NrS#YpFQob-J#&l%RJXbT&O|6b(wqVYSnrRH~M=d(j=Tw1Dwun
z$}CFQMy4FE6Xn;tth;IE-+y`rlw|S*gwpHyBJjq3g+G#cW%kBL#cRwHXWqYW<uzt`
zJmob$3#}FR`vRI=hPLb=U;^;ho~73i8g>v|!Wqi@SSu}SGRBK%MplfM?)dxtNxFcE
zb)HQYiCc@rt>>7yRd1(BS158v;IH_7^S`F0iK`*GTWUI2m4YH8nJXP8UrkNhnwBad
zo}G2BlnFBL;c4<FIL;|ECm@O1DRL(`l!f6`*%Od7bz1%em0~tm1_jB{eZ;z-CXE8J
zUYcR`GFvG};3HUn)<g<m^3+rclJc|7r+}2Yu!EdQMg`<?J-eI=$c&XctAgaqTS={e
zv`1%?T)}b9CcOgkhUHJNK-m{lvwW88<((eoj9`G&Y@cb#Jg4W<$(x-tJB3YZHc&fB
z#H75SWTTrsy=Ro|bGG!JW?IlhdQXuFOl1j0de2%(WhQM8e8F*%Thh!ifkaw5y#xcR
zjG!`&DFDn|7PzJEavBSj-7}Vl0zirMo@x0g1n&OW>#0nYNM%VG163-xjI5sXCyGl=
ziAQPilr<1dr=|=|PXYmG$4M`$gYT)CK;vm9Cg2b`CI}6Z3AV>a$DnaY%)zalEiGPZ
zClBl#_r?d^{*Svru>%ZFSv@IZ%p87ti;yGj(~(GqXyX?&B8wg;3Kbb6k#JI_oHVk7
z>a3h8*)@R$ITl5F$=GC(SsMN0W1@%>``mI;5-KQ8JP(}qpnr4ZyheH(O8L?bjsqme
zK@KH~#8^dAo1sJTN|e6_r%Baod~AEDc&DUmcXTs!C^wBrG$lTsY)25;c8s)u?LiQt
zNm)N?4~Zbh$nn!ZL1Li(0nuk9k^GM^wOe*5v&twyRdt3-0|zJGjIqYXfpBQ5Pd`*0
zgx?|jwLN&Pny1IUN=r-`iDLn>Tr=pQ?sup>2;Y298HjP&9faRA1r`#8#SHFK1UQa%
znnq(BGZ;0Z(t)NDWyF}t3YsHm+?*SD1L6_kDq2cWVb5MMEkuGwnzD6~Wfcirk@56w
z@*byrRAkm;q5T$F7$apqD9o9E@hpX$pae}PGdHpc0fjc#1S{n`uP)8>yp(cMrsb6h
ze>rufouv^8c(stI%4F6^eknb(6jFZU)U9^h!VIA{WDa84M$^n|8R=G0^HOot)aZh?
zX<SX`hLOQjsOB!PllIp!IfGa?2omkY*YuL7eC_6Bh*)ySth5{+cQH&MLg-79<b)BF
zhw^Ft6tQ2#BO#j7UKIUqm??Srp^U4#Y%JI(=0H&ly6nk-2aY47ro?3wGDWg}8m~;z
zLx|*$1VofLJIat7ah4(JFRe(@xNJudaSg&<7kRd&@Zp@?%zn`cWCWyzu>Rzkm66|E
zEsvsf=r**B5R!5Z3B7eb^!1WC-c}p|TD<^Smp$Y6NO$$9`$mM!<QPZIz04jWQsVM<
zQp9J>+fD9!S-a%})3lF#&e66O{9+agQ?{eM&mDF<N1Mq#Q1$?u@c~&K_i(0^uckgF
z&PF<Wx|7N5Ik!LU9e_Y2<JS4N<=js{3_$H9R2>}mLP;M9f$<`%rJUFf&$X}+2(Xe-
ztw=v`(TG@mROz*pY4wpC)qXGaa1!(2PYV=SLH`!Z=3ciyek0e-Lax#F;uaL5;%JJ?
zKji!94|H=<h#NZx$rd5;5-!Z>Jo1j?_!D{Z2ApZJbB`D^O}wYN<Lb%LP@{wuJJEnl
zsjM+KrHJhv3CPR-Y9-t>LGv_5MPIh8uURT@_#woBST?)^+=-Jcr{gsKAWO1!zD9h)
zC_^vXgEKNfa&cr9<}0>0&zvHjgJj6E{vkz}D2!h!F;}j-4U#qGjrC1GMr9NXyA+<Z
z=<XUE)R#Gw*m}6g5kK5OMt<_&?a{dtC(fU{{lUxeaPZ3c0cRH;xShdZ`v5E3o{KFj
zrzmec^Lia5pFTPYdaDlhH&C@a4NgY*^RI(`5F)8I4%xw@_Hf`l@(#S-p%-v~(+!C3
zS6w=#(Cev=eM)~zh{aLtEFn%?^@g(NtNaHl!#TlThgZIOdL1_k_Bt>qCnI{MpHcvn
z_|Zv<>hc;eDArtyFkAx${d75k)flb;1M_)d;U7~{nzx4m((d-w#K_2I)xW=+3_T%r
zdj58Ph4jAOG4gzmht8b=&YT*G=`Sf*+}@{r)#?mNIwX!x$wDq_n4v_{@~$5`p-3$b
zVM&KN%9QB@fDGEHnAfBM3n{Y0Ado4<kwN_R>({Oyy5q6i@2$N?e*3k1loY+|8)mq*
zy??*+)Aw%a!H6U?lC4WZwrPjB?f5+pUw5+k;anq;*BjXskdhr)p$9!mrY<yc<G#A1
z%<4MNGt_)$c4}m}#%XvSXQCE4yCr(caIMelDT$V3T4@hzK;&IVnrot9=+XIJ_*`?c
z=xeGsJf-#9YmIlln?#!EL~7@cOx=7YQhvX6l*)?OYR4%3(t7CLK~8O-d+}?#>;W@P
zHTjiYe7o1h3Xbc>3ioj2_>nIB+^$KdWhtCr#7dy3WQ@PEi|)`7Y#0Sq@gwe+i&@0T
z%x8Ajeq|NKd-kPOYIn>ov-|a#RnO?w=XQb7tFNq*Sf^A!NTBP{)Xy&Vg6T0bXD0|^
zm_)&OKVU*ESM}2p!AOPQAGz96&Jz6aJ)!S+^fRx;Q+|-YCVi!V_v(ZMe}wt+O_PWV
zm-I?4FcwzI>MJM?R93{wh111S&Xc7C<Hu-9s-&xr@cF)kPMF*WE1c_J6ko4UMtyaC
zEhYdz-JuwV{t1bG@ik^RexU9@yxaE&?Lgfv-PPZdE4bvqU%KWq39kK&MZ^9u;40UD
z#`R+)^I=Ms?%n;XLRY%?$UFYi?Jykp>dErGXNcJ6w#5x2UcR??IC!m#=!T1~-1{%x
zV^wk$V*i)p{eil@axWO|sO#nX4{_p%zIlS<9o5Z;54{#FUg~b;A&%PY{b>vvCr*}8
z4?lT~y?M}P_VDAY@KqxIDX42ty`k5}kr3+s%F|%T9_ZJf4tgihc>0H`aQRu#?Qq(v
zt9#<CM#g)^VBwX0eAZN*>-%WT$8vyquOBcomY>scBno`#-yS_wm--LS8U5g0zsMQw
zKr#nH$?m?sTNWq3WtZPD&W+24GD1qSftHR&z3kHXXuPMrD?Ek^kKuFl7`8MuECW7q
z(wu_fa(B{7^$2zx919H{`#QVPDaR?Lp3Oc_+i@nHs0|;md6Yb<hi^M@{K%nQN<EJp
z=84hhn4D^Ha5SGhXDC@xJ^iLt;`7I0s2CiF*6E{QTe_wr?nw=&)%mq4G&s35Dg^ig
zabQNR3e`Is%?e>U1MLc-$)RB>rTSe`W!^cLpv!4>VP>?>X$OFzS4{QHBqY)oBlXmF
zD*ow5M;zTwmWqV;rn3ceF`0GXqlMGiaf_p+&D)yrXwjwe3|4hZ=K!0<n>Yj1sLThy
zYiJ8KnU2W{s!J`@8-$w7YN~j{M!f;5tx|aBnZOq64d|R<)`Es6adbWLN4tft0z>-G
zR95A3s4~&S50y8|rig*kLw&}3(w-^tWF2-aOVv4&TjaT9n-wA|T3F-KB%u?<$(-px
zM-TA0hbULDR9KlDQ%*5Fzm?`HH@Mbj<*uPLT)E+u)+;wWX~OaYlXfgOG;bK$fsi?E
z{?&|xYH$K#6Kp!qE$BQfw<=8MxCK6);THH5e%r89*lhuu+%}w0G4CM=Yto{f^faKc
zu+%GJ>4K3+2L<qRk4{`Cp{tG=kCY#%MqiECnnnzF&U41))F9+E&5}l7S#G}lNk=XT
zqtq?HGD$w5IQ<7ZHI{JcWn{$`d%0=l(nn|lROA^o0SJ3Nl-dqi5n-gE$*k-+dR9a=
z;#YA!&ID|%yO;nXwLOynCdwPq2~DmnA|&E{Q1`4knt(wolP17Gzci^-tDGhQkrrxN
z`J}E0UDYH6LVYy}02-}H#Zt*N5n{A6p;)NGCY6(RY(lwIm`wsOb!ZddVrsRCkV4Zo
z0fLoplR%)4n^epyx(P5sYd4`>De@*jkZx~MF+LoVidh4g17^}36?(!6IG{Q-ldYS2
zDXlfr7sBE~mYS~&Tgm6Nh$~|e4DSl~S8RHl6@^9D<E{9@ha>OcfKs(mVtTZ@tRUmh
zr+Ha?Q>#?A$~gAB;oNP%rjw>`yUrhRiZ$zczl}Y1eh6MtankqVlNh9;=p(E_VPF@>
zP_tWwI3CLId7ymtFe}l|@{cgQCJbK+?O|c~U6411N^nX(8v61oY*pe{5}4KHjmV#4
zg)dR`Pii}B?B``?*O=Q9m-_ejQ@|(qP5evBp22D=cG&zKwF+>yHl1S}x;z>jDgOgR
z6?v})-8SNgLa!6x9O`5ECy*Ng;;@cz8usvDOuT1J`OfJvv9p1&k*_*W6+NVC=T`JQ
zwHTJ~M*AJ88L@D~J%pp;$UX6ncmjRCbN}|^dv_l`x#v>U3Sx*@<Npco1ntL(rlC<5
zzsTK5-2NYMP;q>(@4zadf~^8N^qhmd|DwF0{-T{#<bmpcDR;_TgoDg?sWuIQ@aceS
z3ov4U#>dAv>m28vV=dI_9*l<~KO#a`5SxX=&X2qkb;fyT+!F_3d%hpQRR&<dCDwL0
z)xGb8I10Qqcmwwnaug9S*odechVCNEijS~S?uT^PN93IF|4!?jS?4dpk>xMuBNck6
zJ0Gg!<f->2++UalJ)CqdPNF|o4loP!t1UfF;NtV<#NEHIM*fD_1n(<3svfF8m(PIB
zeVWV9VR7M0yMJ%}j>$b!PX~Ty4Sxmk$%UX`vybc;x4w|bd`JEfOA8+n7-}sod}DAz
z*WzdA)gFEP&=!5pCjBnoq?|<Ur6}VO{B`+xx8DhdL+DQFGg<B)ktF8N)o;qrkGkTk
zDN7H%@MX~Jm5(A@{#)!06B+vyC0i^eK$0it^n~9`9wV93P>dYp2pts={TNn1;Rmx;
z=82K^Dc8vLMKL=xE6)3Z2iO`Ynj++r%|~%5w{SrlSI~s=gZVLNRGAlr4?*EWaE?9%
zaa9DbZm#_??nWSY*9jj2gvq*F3EzP`d%JahsPpn<`3uBU5(yuGSb2(aBVp7v)fows
zFl{MfJK{t_w9{|E6YdC86cGtegemasgy0X3Plnxt!;vy_Wa^464+K(ApT3W7!cv}L
zA!o~Ynq}Bf95_jhfi@Z|Re`YcB#rBv(8d{d>4eEUW)N?>6#S<R;xS{oZENRTN(y=l
z)^sxR>f3euwkg6tb*Y7Vi)`(d4*)VMA=}E7#36CJb{@TyN~08oy_)HhgobpQnt?SX
z6O|}5k6eN7;<PDfUfJbtIV#`NktcINiQ5w82%<O~t!WW8C_+i32fCGu9cKO0X<cGG
zy9o8mRF=uW+mi^c+(XXZv3CGls*)SR)j=8o@mdFcipfKq?#|PvsAZct1%o5+hb`s(
zAl*RXL6+npfw!V6f#6?4jxLt*S6Y0Nk>}DwBkoQi8W(CL)-6R(q+*HO0Zaom2*67(
z4b(`Eh4?k-7HJZNLi>j_O~VnigGa~Rp3n_Cui;xp0-;QPIs!YY8E<LNYq@H>>JEkn
zYv_&mue=7m-$C$V82oii7Us2jZA(Ta$NHPPFNWnib3?4UB(h_v7ug6QhZdA_Tw%0S
znQ~o{EJt1ov${F)Q*oF8gov_eaIy;WE@X=f@056lrPjcUsmtnkAupI2m;)^r&Lws>
zsiPvj)UUBxVtW2DK8?$mxgw`odA-wN8_|Nbb)c;WMXfSpzA-sjri@5%Co5Omod$D*
zxuBbsF5WT>7@?<ZVTwIoWX&5>n-RwQ?Xv+Sr?Yby9QRJVm!9*(5D&J8gEAuWTuj0N
z$MEKd)Fi8m?~M0?9WsCEzeJ8Pm^w!|YG}}hB_~XreZ7{q-UN%zYF-@5vcv4ULdonD
z{Wl*$-!$wCy}OcoNXQ_v6OjI2CvQ>U|9zkO;*fR0Ax#x(k~4_~Dhvcls)~r#UN8!s
z6EboPj$ok(=vpM9LxMVz6RXYvB2t3BSPbDVN-ejxcLZ-3450s#JQ`ut8zFmw3QO&u
zl!UxiRw)WjC2TNOkb%k}gOutCGIVxF0o#zS?n{bQmzXQ1H|1d<W3joU#%1ckEPu2~
ziC>40jMX5=&m_WI6D=?WS1A9RDsAjWIsFi=OeK0%gRaAcYy_@>0SAaGcVH@O!=4jH
zFSpc11DQDd&lN+eP=8Lmkx$$wGTWdk`O+xCm*-X22tfTdt<2rQ2XxR2eug<nhw+&B
zpN;zngJyl`uM8Xy`UlXOb`2Ba-=~*KS2ac9?=xT&9nS(`2pcNsZwzQSQj9Q_L)Ww?
z{#_aXUTT=U6pG)ZLJTqgG|1O!Aa{{gQK8U(jM350F2{v1oP(6F!N<{X(4%qn$53m-
zJbIgw+bA->u(~?L3=FuJpBP1yV^h`mweeU@HXzr<=8WLtyZu+G&B^goMd?g`bIjxR
zvC%Fjp{iw$rka}Wv!Ffpqd96KW{_V-T^*KY&hDL~_Cv@zg<RxxR_~QDyIl%*BWn09
zxM`4P!aeBwy)i}l+b^ZUjxR6E34XE!^V`P@n|yoDf1#fiKg$&N_vPpPLAi@)MWi7K
zMnM^Z3$BsY&|ND(r(!KHPD?lI$n%@;mcr4IwAf(*qAYfdg&t@|8-Zj}?fN0PfS~7#
z<Q$`a8s1tfaSecp8mWp}rOk@Nregnca6CFD;Z)Yy9$p2qrZ}lrwDOgv%IL=mHj-Tg
z*A9=m_*}>;Y~uWYsM9~)6@J2eDY#4gJS*;Ap&yQz!J(v!*YF>7=!+}(?+a#o;_v1C
zcqB-D-yZNg@#(mabjN)hWscow&pT1)<%-3hc=sm0NT<a@?<txh_qIvDVxCOm&RZ?x
zfhmQ-QTJdt7$1jXTKvjrm0|QFevq@0o&~&b)`+Z&Vis8JIL{j%&?}USoj$c6NF4{J
z!UtHcML!1APx!$sHSrNyz(-_>PPgXz8e!}rds1-CmGbT{dv{+v-+BIES39)DuoSm%
zn*(&1lKhz(fn=-M<C%mlo}4KM_=OPzgg1LBeLui$&Ir!cCj2d&E()iMb9B0hY3KP<
zbK_;&Id8D2P*C|w>S1p(>Tf0Cl|d#(#G*Ic`ih~Yz2($a5}pnMG^b8`CE-ILYR{_T
zUJ)iTQPunh2?z2jzB4e4NHH{nIy?i-Y)bMKc670$Odmbi*CpBoMs!#C!K{?L@#t_c
zw5vJOO)x774;g_rPsPK*QE)7bxCZ0%8bwwTE-C^^-s;LOvr>X>G;&&5Nx0_-q@>k@
z@{XEB=Eia?h*x@<tfVIzFs%lw+I^(GQd%kP!HnVuuv#1s!Y&eFoj8XGilkW(H2`M|
zdeB3xAK9XAnReWX_A0U&QO$7NYInt`lGTWs75)cgbf99>4}<Ozzdw(0LZa$;;~pG;
z$jyNoQdWB^i(A2EQ<1WCHU5CD7s&!`yqHjA+b)uTO8J{;)KJ+bD;b5-ZZWAkQ@~aW
z;s<dTvyI|!NHkzV;aI2MNdk>+&d4s7#*7K&(v*=6K!yw|wPU9xe3rE!1)H=LBpF7w
zfaFs)1xzl5p&(h68IxV&-i4VUS&Z>ceMt5zZ6wHs5H^Bju`&@P3(T3KEd&Y1nNV^2
zfSfM2+loXW{8nftnLoHWth-zCR05}=2!bNqgpt?6o29NGYi?7)`Z9eo*kM!=&JzuH
zQ~F`xpbrIX`UPlk39Jyq&4OV?tdxe*M2N$WMAnfAZ<-2RdT><NnTA?LA-1&Mj9(DJ
ze5kruUl7yq&OIJD!@vva6gBfmwYbucj#+E2mvM?1f*}1v7@hsmn4~6o<b3yAdiLF$
z&E|{d`u9YTeBjYz>&fx4Z{3IWtqRT^(=~?O(0>Jp@70isj|w}%$Y&1B!nQ(EaY8df
z_KnCwU`p>hxabfBJP*^+I+5ZEDKFrjSj|F^K^Gr1hJ~CO4J-t)pp(oIXG0*WS{%(L
zddgJcq&V3n>y$G~86nHz^CTRE=+mUC#67p9t^5Z#WNqo8jU~t-T&a06lt%;Nma%$`
zU`%H*@)ko1cq|8kHkp$DjJ(+t(TPReF5;121?0Cy1@w@Rn0`^R6T%scFSE^M3?YqW
zD{K<7_L6FcxX2HA$EfeG@s(`?B3+ba_z~uv{E_1ehGmQtPo{0_i%3wwBWR->v@30<
zBGrUN2)@LB475P@IoeZy2$v~Vg?x%<a8Sbj01ig${(6U@6aL_e2bL|4nwZINX+f!8
zDE#|FO~hw3??A;S=%|*rD(l&9P9Kqf;b2%6j?UCPtUC+Zt0}#7@j5z%xDFmg{N?Km
z_a_5#uFJLCW5j%W6g&K9%-&8{E+Hu_d0)`)+(UZ(L+4rWdI(9!ChTXj@EJLA3r8V1
z7fD22AJTKsg9oAqheLQ~wM3kAn`A1I$|KV%98!oeF~sb+qkF*}*AMbvXt$i~DjGWn
zu--6wq^kX+@dyWzlJ|&5o)N>qz5S-ktbjG2x+7Q-gCgGmNQb|PRk=c{*qR0|5h=Jo
zWTTZOuKWYKR1LVsWD&wOAeGoFX#yQ$B5*?7^zQBMJ#_DoDeM77KL$8yKoJ2ip%fwr
z9Bak4aFtV#@b<}o1hj(rhfEm5y=DSX<PP%BnV25HDQ$#_uibgFL9v!b24&0x9{X(2
zXRr?<moc*3sIH_>CSuIqp{ElU|5GNJdnY)%f}O*%!K|@M2cw0mdv`b-u&Ye^R1jcK
zhe*l6Q$h8FWRiY;^s|e-V0w%wc7F6ZHUx*^i;<XZFO)R4sZD%6?c(#hyP=x8T7E9V
zPSkDOVdf)59gA5@j*<!np~i;S%`m`5zFi(4x4lSc|0;66rmgmHgtMw5uOy?CR4x>w
zJjSX<p*Koph_hAq)ADoprHr~>4{D>J*EVX6`^X<5wIOjoppS*G&>K7!RaHy>B%Y4@
z)P;jSa(K7P$RE?kMz}2e*%jDn|1hf!w-)xHVb5dP1ka-d_5n{A+BC$q11#F{!YH2{
z&IYh(ooWz4!@d5H7KzyiC#R_X977D@+eY>bajp&IQZ}lUWAQ5E@E7`!Wy39ntykHl
ziM$8dpjSqi!r8@Nj&VqJe)4&^i(z9<h`)L=UGibGh{ny=>cNd6$ryOkw8jV7kNDV!
zOZ(Z8-B>fb!6P%z=jZCeaG|;oE*!vJ;4>WCbumA7X1cDA&{T9><C8Si{ikILCgO)b
zmLH!Hy+VEhS0SPWLwQDFcYH=7+S-I>i|V%{$&1moUX%B1bXTNcf7A2IUYqxvsShu`
zaF<lCp(|@qS9rJz@ovrHS#AmeU~!9QR3Y9YrKe<&=1j4_GFWq=AMY<B@!lE^yf%))
zVm0K1qDwF8CGA4g$GgRoun_o`)SBg{5cn3ict#Zh-;ip8Lz**%z&BWPp#uMtNZ{in
z=_9skWIVp~f?m=s1ijfEo_K|jw<OgpH-(V5xWzN75b}m3D};O|GcHufe`W}I3eeYC
z8Zrwmy`YzrOF?gSiC@e@)LZgumYYJ<TioIqRfzgb=~k@g4c1(!sQ=Uy^?f+~si~ax
z{L%}0Nw^a9Mu+&VEabc;tY*0><h;c#o>7IIH-wqskmgJw=MC0esGR@UlJlHbE&b`G
zm+_Kpmhs#fo^^$Ux5U&eH-&_^xWzN7knn~WD<pg-GcHuZ8!Ps9_Z7Uh)l|-Ue(9yW
zv68ns#BXIG=PhA1%S|EYEpG9QD&%~oXe(Co25T-<&Ku5??E$N6QXgJ=32%5*MqS~T
zu@LW;jGE=95bqYZct#cC-H>5|Lz**%csE#cq2k>zv9?dbUROs{XBJ#~F>lyj?Jn{3
zD@45|uV%R^M7_l=o>7IUH{@9%>NA;fp`zaKkZ+$LN4O#EClp<Jac?-!$GgR^XCd${
zsWr<@A@D73@r)`2ex{5o*7gQ#E>z%u85v;@0;H4ldfmTq!lX%MmtN#c;)Ovr(J_8Q
z3z=^Tu32shnQw86XH+5c4Z$Wjq&ZW_e1kO?D)S8&o9<xbsfnEa^wP_D!|}%G49~hk
z!dqf$mYYJtTioIqRY-V4j0p~D&J+^fV9kX}ctbJY8yp~UZcokS%z{fV=M9a$-6fuW
zg{ZgW)hsuKsJFPqGpZ2vhCCA-(wr$oy}_Cb74?Rj&5=&Roci$6i+IELCh7`Lxk9{K
zGHRBaLcCkt;u%$lcSD91;ysfYmqxsgc@=Mpcm43467QO7ei;k#Zpo-wZVK^kaf@eE
zA>K13TCsXJSaVs#dq2%{K6>~riT8+Vei;k#Zpo-wZVK^kaf@eEA>IucCOD)yQ;2ti
zHJ3%aAA21AYOLO)hwqYjkErG;SBQ5@M$K|lh<A%yJfjNnZpg4gyk|1wLdCn0#{g%Y
zjdfg9*7Hj*<c<6WR)_elEabc;tY*0><h;c#o>7II&lGLNGTva#h01xuYi1}9&sB3d
zv*6N8dc&Q@?h?P4g{ZgW)hsuKsJFPqGpZ2vhCCA-(wr$oy}_ExBkEt_*kTTbvP8XE
z@NS8ElX9MZg{ZgW)hsuKsJFPqGpZ2vhCC}oeI_$5RMZ<<nlR`EJ|`~AdVc8zy`jCa
zI>c{fA?Gb&HOoyQ=PhpWj4I@Orf4gc^ag7#RL&a*0h;-2G9F)gDQ}z)Xm*ER$wJ6m
zl4_QlLdaX(;u%#4c|(#34r$I5Lf&A_g$jAYsU{q^)I3goc<BYaq*`RIiMqm5t`P5*
zjGE=95bqYZct#cC-H>5|Lz**%csE#cq2ir~<VtuP_{KE;V1Y~MA&YkNnE`xZmrT!<
zQ4q40>58J}S384Y;6Cj318>;<n>XqX`uh>oC!%ye=!b)$@%S2D|1#?K6q0$q3KzwV
zCDrit^5}3Fc<q4wVy~5lqi}FM3KhVo<=5TOAwT@F{P>J0{!HOnzW+<VJNjT@;e&;%
z25KIxh0>qKUH|3IVc@?6kbW#c_1%@07Y0{RzP#`Wm7sSY8pw=#SKC2w90q^Q##M+L
zgIzhr&Bydgl{-W4D0n>>zNC>@T)0ldfd4Npl#H>^WA>$8r+hfZJdic7pw5!0xtvz>
z?_xFoN;AZ#8B&Ytf0$h#0^kkJI8BOZMBjZm?hl6T0Iqjsf6yO!5DLRE8{D8!Tow~s
za^&+_n7DF03`V1q<6*Zy3WnLtUJ6^UvP(Z51xLp{Zxoadz3^qw>t%x$6MN=~y|B9W
zONduttrrZ|p5rxNdlrQFUiyb?w|8$p-CvU*$Y<Sy!_k@>e=Yd_8@{-~7eaWG=>7_C
zB)^59lSD7CyS0jo|CKkr%?iV_2&YfRhenkzm1r+l-G->NvA*duJ}uShwf~4}=@QJ9
zL$B3?i-C=AVd-duPy5os6%_FAV>~O@+`3yWH~r0kk)%v^YG?_)!XNpw=Qy=?jSzD&
zP3;Acc8!~&zlj-5^!%F0S5W^LpYkBCRukP{?{qZJgvg`19~gc4gybOLtLRKn4b~ZF
zssNPT`ASH1(e@3Qv$h?y#s`X+Vo2ZZAvH8LUYi$$#h||1gKC@@&>9ZBw(sfPPcgLb
z_Rt!}Gr#8@9T#GlR*&!em(_4`^an@B-jKZ?i}&^2eqRlrChRPIkF`+6xW3!tY9#H(
zxbm^{#i+j9qiVdZ)-lt?xW3!tYV2~N!)1#>eYXeISTos2Nfrb9ZV#-neT^R)R}AgD
zJ+zZfwkpQ<-5y(GNo*VlQ;h1nJ*vi6);|8B7}$4vV2w3#l=QtA)c0plb*krLP~V$D
zjS{>TgZkbKYLwQo7}R%rP!0W|mBy_Y*LQndjYY7Xw5b@__h?|v6fMQTzS{$9NMb7`
zLou%J_P84UFJ=&SF|6<Quo}vUDD<)z)OT}Gl~0;>`-Ts){H6F0>oQ{oM2@Js)G!If
zJsLHPAsS5AI9+Zm;%px)4PksVEN2}JV5qnauMb^p)VJIRG=R~`$PTSb4FYY0riL)s
z5VwqJm`NrU4P<o0(ADc=gA!Zmt09b@MB2mDQmuwcD~<FSX{FJ|SeF_swsu$=z#!dT
zs;5JkYd#HOG-53tG=MSH%&(9xH@FjtGws0tF@o#7RyZ1ZK1Cgpn>~dEEOO*iR{0`F
z%dyw~)rSvu?mphTt6s0qYL)7Sb9dPFokziNgxEz@@Of|~@3#+*yl&6M^j9Sxr9i8q
zg%!Fe;g1T1C@tKGF0WIVg9NzBQG6vlyUtISqDu;j5Wnldpkf`aqgY|Mj`}KekDlqL
zOHnnA0cdU>jz-7ft+llS1SyVN)S0z|-of}}EzVZisQTB<S#7NwhU0)aM^P6#Y~+8+
ziNXbCM%$Z@yM8cqM3_^@^8=?d7&^nC+vx^vJjLCSh(2|^)?hqx+TO@>5ErFs`2Y3~
zyP<RJ`7gbLz(Jtek=N_~EeM@g2wW94L!fa+hk@NjsoSTZ-BGuHAdnJHtG!oU&)HYu
zQ_g)EK2-__z~qg%z0mRcZ6_Qb9}k8j$8$np>jkS$;DuduYBX@hVStu&FT7sV*z3b?
zFW|~V#*x=Qap;x9v=2*zPNI2^A-b^}yb5}Q<D;O@tmH{wdQ%<-ueyXnF?q4dWd_&t
zUM_Nz9Psne&Y{;o2p$d&+#?Q%xc=<!?cGOrqX$Xsngqu4_YZ+)j3ILsYu)|(?k)zG
z#zEEp{UjK7|K!i!@J_!C_h$PS#RA#SFYb<ezZ4FAMFl_l-NZgVAouOQ$MMv<2l}Pc
zPu}qh4m&sEmPL##L}NzW^0k9Qzl`w6BO_u=GJ#o}j1{9`*d;`i;RnP^3(*=ZiaJ{;
zVeO(q0cG&45V?TQ2-{`Ozr$Ui4+vOO(%)e2ll}Mdy;wGVm++3o-LK2f@f8S$6hj?)
zouJ%3qE7~YNPkm)euOV8J_52-MeCN225lCG7uGp`ok|prUZzNMrkY54cQak^&|JOm
z4f{dJom$>E78jc7@2$X%t){^g9&g!qeJ3PycCjHfvw;%9yV;<c^Xh`7>t&@^iBMXt
z8@~_G!PrkTH1@o>&ENnt?6dOo{-7L=ykWT;mW^d%M!mQ2c!`Jei$l5JaFw8T2SX0|
zUZ!o(Ehd_Ym{5U17T5TS|7xMbOQ7veP_I`Tm0GjX+^p0(f#+8nL8H3f-fC?H-e$cM
z1e>j9rxSEGs`YwfePhe31<lR&<~qV$n=Ouh->wGUR?Dl`{6?+WuKNB~)oTG!t6gud
z2Yw^i3O4;#bEAs->l@Y0jasJ})S8`&7i?_Q+v_z&;daGq_!|LW{C2ffZFDNtPNUPP
zdi6TARNh9=Y&2SarBi8Dn$<?j^EQLpMzyo<gSKi=tMUe7yHQ2eX0^3dX;!M$R-@)O
zo9MtsvsLwiE&Sc6w7uq5y;iGM>t1cW=~cEmo0Sc}3Cgx=Ri>vEY&05;dZ+Ghw7hD&
z71Xvi+umliQw4pMhQHOWZ?)T-LA%zhHvO$uyWOcaY7O7p^egpXeUtH^JXmjb>aAwI
z>UlwRy<Tr^f{rb(={Gl9?e*$L&}x8l>y^z;rMX^j`+j9(qp{Hm{Gd@|{w(n{aE(L}
zuJ5(H-kRF6hHKeVDJJW*CWJ-wwg0=1{4%$k*w5bRuawk|(uS+J8%T3dSuysDx18!q
zDLm;9j>B$fLC?EIUn#YN&>wb>Ns$v_oO8#%Qi^p{-p;d+&p<WL?mh$6TzmcuTxpts
zl~NCSlYST*{s((Ix}@BJenE3xDZ^Gu-gtC480zPeiKe1!r35vY+5#D1NiEq5KKjQe
zLrQOAz&Qy$+e+zha1<P4vu}bqIrT*=CFIk9QbVklBLq2XD}@zEMHZZc!SE!)fSwzA
z6l$j1Yl{zy0kemNdM{WhAu-6%D~E&e&<_M-=?yV;A&yppP+NGz%dz+Fryr441TP$|
zps@>}Bw|rJ_wMif_~VvaMedPRhi@vz&8EAq3z}|IU$48H`nqOZSKOL<zKK@d4Sf?K
z+H{+4LqA{F4Q#r|n4+Hp(Mkz&LH3-6A?%L8N9Pbp(rCicm-v<gr5@e%2H>-J*>jE$
zX#)v=uiF}W!xO?0yg?h_5H>&KUZ5n=BsEFKYvVYRDn<Gusy={zaA>zUr8=u-sJ5Ir
z?cg}*x3%P?d_9)H`sv4YcMDH`|9j_$#%d<ftk=kfh-bKQe)<vfrYbRG?AEiZM!F3}
z+D|`L+;v4%#oZ#R4nv;j?e37f1I-ncwS$f~?v2VlrM(j~SZVO^-eY<bRJY^MYx5nt
z0@|D{xAML0Zn;c~Sn#FO^A18NJWoii3)Lx^oVrL<g{kAvn?dhDnP#r8XUwOb*D@Dg
zYiLINS6+i6{~&lV4E_oo^(b7c*R~oG0WlRh{D2-E%GitJdFCdZ`X!RAh2!ohaH6d+
zp--JWYF8<nx8{Mo5!*~EmG4gsB6!ms`Plqpz1!{%kibbWg5)w5zmeFWT95G1Jq!s|
z>O8cU1FH_r%T+L(m0YV%d_EDX)JZ@bpu)Lk0mO}(1=e85jwjakD`tv3UJ%n?UQ!_m
zmHN$^F3Z@e$|V&eT3GlZVoMo9vmCT5yhdHn3P-9$3A6b3CH03ik*HF|NR?|rwa$f!
zEidUEXU|s^wZ>Q1F|NW;3k$#^)G*k0D%;RPO3@;7i>t?sV_$r?^F2P?wTkoX#OphI
z{$RwGg@1{jI6n+g>K^pmkN_fk*-xswr3jW8p#BPT*>z9~MJoL$7oxs2%vy%A%P@gy
z!x*V3Rkac>v^~u*tr-S4jlnX`X_FnuNHbco@=bD=>}JeoK{@|ZGb9pQ+On$7Xg142
z!%gGw#vSZHUwgxL+4+uaP_QtGyYD5fU8HYw{xlvyR#E8=M2TrNTl~MQH8|d9<aC5F
z%lS6#leu>SS@Fi*q0}p*Z%gvKyz0Py<sU+v_%FrMOqkfVMVs5A(QRsVTQ&<*Scwv0
zI-Wlqgw)dOE=U@ZEy=<9b~`SEwzVP5E$zd0w|(Tj44&bX(^2<Tus?V@9Q+52ciYYw
z*=D<=69+axuZQ(JlM}Sv(vv<6iC83$G_H)MzQgBpgHpsfgJFr%B@VxbR3y8i>?`bg
z_?(>p8?8;Cwj~MJg*ueJC#BACa5RZ=-@4AT0J>i?2a*}`KK8}~|0OEI(wT$d!Xg^H
zK{_L>hR_47re7=5qDdrM>aOf#t;#cnUw6Kr;ctrR@BZz__wGJ?axb#<&0_jvT7Elq
zj>W0Ge1-?^i(%1=6CGK`6D8;TfQel$KlgeGTjHF=uqrIS#V+wF%w>*a^3JP0sBD!n
zj6bJLf&KUL%}JZS_xO&d!ZlKG;FEMn6N!cmV}iv&M&9h}*v;URfvu|qC(D%tHwT*E
z70tf$YD`SJnE5~x!577(V@~A$%L94|%m*==nX)N|2kgO13Hv*SW+Z(7@gcb}mD^n`
z$)Ryl#j&TD#A?;d)i3BTQ@w23k@*!%^@Xt(pTrAA`6aj0GP|vB?$omdPCF_r$?|`c
zm&NpvUt-ZZ2<N?`q=tt~WPg@`V!!|>vN>y-HDJbvURbe2tyI68Xx9q#8kfLs-{}UU
z9q)VJ-@@`(SRT*O@)*5~TDiop<c+%%tQ(~)gQV0-WSJtXZZqBRIH!^$huLv9l}AiF
zD{tr3gQOyxTRD=7ZC;H@Dzf?1D5<Ds)~%#snOotKj%`jYOe(Sr)l6;!XqM(Lw+%E4
zfzm*xTaEAR?bf*@)oPq>G>(+L=@#RtJX>*`ZbDAcMyDHaN!K;WaGPmub$<NO*@Vik
z26IN@CybvG0_L<S5HOrhfq<EH3IvR@Qy|EOI}rp%wkf1;!LGYG1qaN@Qy^e`o&qtg
zGca?*P%;GxS;8}n?uHg}HL|*wGECHHC)L6RyEBR+d$lnMW>D;x*l-P8x$V~0mIf75
z&2}l~V@KGJ$$adjPAJDo+VaT$DvZOT8X1StAndchwGFiE-{WyAC9Gr7`~ku$W)f-3
z1y1^S>q7Hl)zKOkek|(3L>AR0a#C%LFgT-VnxzpSDb_>>rd((`Q5dsClMND2Q!6D*
zkR{XNOPg%eOr1(eV=W+4ZMAAIkK$CD@l?e))fe<LLyf<}pp3$qX4B-!B=&|z6Jj#q
zUev0m6SC^yKp?Y@qo$y&RZEw2*;BW{^~B7z5sN#r)F=y`?)_*m=#?XX3|mEV%f1!l
zp=RnV6lw|-o@yRC`ba^Cj}4q^-DaK0g4o*5a2Ql#^L<tZ=c{0IuiFvkW}&BKuhc|=
zHa4>o<m%3or~m%o@jbP3ze4K`b-jG=>BBPnOaA<S{%<fsSDMZP*q|St^u2?_RYyFl
z!m3`WZo%0BX1QSO+!+Mnai=#v;PS0g8m^-j4fO(DUQ)yL@8~0Chk4R+>t0Wo?#XB^
z$12tvc}r^KMOLc(KIL;a8C88Z7{Ush2v58jIu9{H9K@Hy#7ovqiq<5N87kxC(!Xa{
z-KM(RX_XN~N#T*(9F2Kj24ikZ%W!Ah7lFbE`y@Lsg?btRp;!+)Jr7<%FyFR<ppSUV
zRyaOFY-#I+tg)qSNs(-v-J0+%rvPD?ciGHM_T^WI4yJR_s1f)l(fUysy2Y-B_qL(y
z+z!!-kEv@>0t|ybs6a$$XWVl@7mVO=fPz(+jn<Ie2c7PlAS~gbMHpHXt%!CxL{!wH
z`hy-$XQZOgEeUIRXVB{nUK7)#UtO1s`$O2<$$%cTZ<R`aaA=SC1CM=*6Eb@!(_9)1
zj}i76lB89aKXC|b>3BGJ1zSEv*}^%$@8gPwKE<LB-(vU?NQVFrYLI}5JcR<9&E=>C
zHNT@LKb1HHSkt2>R8)z`60?y8aGMrb+p9$9o6+`aX}fho!XD=>9?;WQ!c>H-VC1{b
z9{g9ycK{Ox&TA1y;;9%^)u`~pC}B7(j|0@|QcN?gA;^6p8kAL<1}JtyIC492f=h&6
zcs1ZK$dLRP#>b#A@Q%=^(+^%_(0MMf_5T{LA^64T*PQQX_^Ukt7{^CD#@ag*5ktce
zCx2fvO=hewy>O~L)gge&U3RjJw{`jKVBG1s90HaXzFhbhc!hnw@H*bpw|viJTV{&W
zw#oK`{91YKTbHf+j|D@JA!1R+24j^$XX{2k?$n$Cz>MfU=>~Tv{+GFAp8icRv53xn
z2*nihV;tLg-!t`#EJXOh($9lIoEW{<i5HyrJrnu%UbpNQD91a-EBS0BiQPpuXq>m!
z>y%yXyva<DeJ=tx<HI-mJx})ElsiG6*3H-km&0R<TPnj>wU3n+2VKvOeBK&`A+<21
zo}(d^C8}JaP;9t*D@xAel-NzRtttIkCIPYnJt{7=m!%yMT4t9cuB=vim=X>s>^iET
z{4<>8ICMnmV^$r4fVG2kFr}T8V7{|a$dqoU#2iK%mlB1r$doHlk8>H1?x(~R=2DE5
zpo34uxn}DoXfu+gnQ%+HMu02ygxM(OQExb6lYUAChhu9JPNU**qV48cC^?``pIgo0
zI4;;tI*h5h4hd>#8z?>66m`QSg$HS!wUQyy1>{nCBxspV%5=?#AV?)Z(}cy92|_88
zsr?`nXQ%-obZ4doA!M^?LLeiPp}wqwDA9ff!KKf;M)<7=xE0o59rkL5z?z}4X2`4=
zN^8W}3QMd)By6tw+6>k;gLorE(l)9q2rH;G=+Mwb(ou#bm+q!SC7U{$Tt?BjC6sl7
zc+PQ6Df-|NzBnReS4ce>70OJ$#rg6mBoyU$6A`@(8P^B_IQh#0*6JbDdIBxlunc}k
zwJkn$J5QgkQgq}&*N4Iw+Sq+?ki>rf<mdsbDp#GKdobT&acVq@>6t}HQ;0V1hvhvP
z2ED5SW2KSujtCszHNt<V7;jfoyUAgM>7`g27+EpFB-m0bZbKR4usF!5rZO0om1Br9
z##Jq=TGE6n?Wf{pDesApS5l6G>|GTA%wrNCYGQIUO=&Dst)ukCFF)Yr2!Sa*Ln@o8
z;iSP78+|;_qCH{zr6^>;Cu>aDo&Y|5aMPJRbp%P4r&o=~zm=w12zfs}vxQLauxT-R
zZh@@48;t4khz60~Rc+`POfQrdK1=BOsqBM=uOj!~2_V`Q$%tctuixucuOpp~s&!Zz
z5eIuG==TTC&;R4U_dDU}fBbj<r6O=GQQ-X0B3QRG4hVJ}_%D-@v7aTXDSRKnZ3N~t
zO68fz^SGK^%ZjEtAshH214ul3kO)t;4TRZsv$MKZQoaV6cw(ttZ;55Iy+Vr5bFnOe
zcjyr;8c}XnWzG0t`OzRWbH0+{hRh`_%#LBs!n*6oX%CS4b%f`zuGp=Tk<hRQ>h+Oa
z;Tg6ZTE9i%-{eX2W`t;YZ50xxK4}(mOAnCkmBLLmI_cmVLnrNWY@$gIJ}s3VQ<SdA
zDx23FM`8pugo#%h;xsLg+6WcJ8i>EbuoEJm27DM`wUsFrDB_mbv~3Xl-Rnb`M^6T0
z$M-OuVQhk_%Q8ZOA@b|`{c4G#it~~?VKJ?VHVC1C*uS5!9WQ(u@0WUmcuUQ<v;5U2
zE|#XtE`)ejp(xRW?j9hiaG;*taFGTE>2=+cBMzjTCj|C0z1pC(w=@!QqTe$MSG;>~
z`yTpb@v{`|H_9E-JC;XSNSzS@Dqpw!29r%{Sw_#mCdKYCvL*ifByCctv;^R2z%{6m
zs3Kcm{-G2}0)VNZCN&n=cixP$>wkm^-498KLg$nXR*D2+HV|vO1VpMuj@izX8YV*V
z1{Qovw`A({l6qK~lh)s85?PPmrJKcbw}HQP?qrYIdof;LzjX#)t_FBGtr%7!F=jbe
ziJ2JuvUGy!vB>9#S11L4oYF-uO%yD=t7C6{e`fpW*v!y(Gk>f(R+pHnu}t|`=lTjK
zcf;9V?9!jcUH|3IA@-~QTC%biYog-AUNBE`Bp35IpU5?w?qd832Lpo{7ktSR{Yu{(
zg|vwO0RMwf!2iWxO&$a42YkT=vtS_9Xp3^98NXs)7|gifOCFd~7#wvEh68xtO1Hx=
zXmf|zu?WA-=*QsE6LrM}^W!PJRtm3`bM#tCt{}9^ouyT&B18QX%6X21xCQGJ;sh)4
zWXLiNvK6zdjF~#2bxJt0%3f_o3+GncTfxZ*HT-1leF-5AEs<gH7R7gJMZFQwJ&TUs
z4&$Dsrqs|ISrTk5x3uoZZGBRu9oMZ}*%5?A>@2kGWLbL~ns&l_hT3*QN1h{&bLMJy
zLK;_5zYWzpwR4{8cO&vX-aVZcAn{tI#cm6>3;nvfV&%HLjWp}xUguMv;KaZIxzdHf
z4CkKJY-I*=CquafLB#ij-d>d0A-5V>cmYt>@4B$IHzLdLDE_8W2JZ&NMMp4(ElOjQ
zx?XAe--tkksY(Nx3f%}M(%+T@q)f#PqYx!65Bk1Lq1tZ4Pz0|m@716Si&58uU9OF+
zs51Nu)-HHT9Le_w2*`<s4rTOAG~|d8z>+pb6jTfGOAc&NDycVrEa>owH#CPMN`x&d
zvSxDFT?=M^3cf{p+L(n%L`)eLLxC!FAXKZ8Yn!t7$#`D)h`bDXJ>{{I3<s939x?9$
z;U?i2W(A2o5p}LS57>)A8`9ta!LO8RUpt#%683O*Bu%;;)k;>dI{9jl!wSD1sV*2s
zh`Q2LWwQ`b<uD;q+ImG0Fvq5FR5ESiu1BEu#Eqt?0U@oN#>~(ZM5+r6ZB1n%h^IEd
zDJPowsk6gzXxB%R18%f#P5Q;)LNpV{1|Ko$LlO_O*F@24HE0iRIj?aTX&_&w*7)cc
znI<S)4`-O-eG-;d#P2!L#)1+UBRUfYhX(SkpwR;|kqrOwpnv!1SVXtV5KG;hfq*KA
zpKuJSZW_Kp)h$tB`lOdmHWQ|&z!Q&@kEWaLq@$@MrQ%e77S<}w?9XB-#b}vI>AiW!
z^>s9*C^<V4VIVy_a=LrGM>Di`R9Dl0@-L!!oX7>A2!o;R;Otr57lgWx>XOERf1l7>
zQ6^fe<)9j@b7$DPMub|4LM;;>m0mUQePezO(2=IVTWxn5j8|C@sp7{Vg&*@@dM<xo
zSg54O1C?H*y)dgYCjw3L#<`hT)YmBPzv0|%Q+9Lbw(I=yDA1|tzl}Y1eh6Mtank+f
zlNhAx(GB6hL2=&N_vT|Nx`tk<4pHaOJ^6Gwy1dG160cz}H0%w2N@^Wd?G&l*)uf<Q
z_tE?)C-)7q+iNM~6L$-$&r~_vFNn^Uw!Mq8X^6Q6ZQOQ39Maqqhkn2xMeeVh@UVL%
zw=r<=F?*uIrBCD_EdKA-E~DG`dt-_|=NNj3T+`u3dOQp78pvNPM`(pZ;q_Jv<W^*u
z!LfBkR0Ix2L3}pEHMv>RRtgR=!w|w7zD6Y3DOlVem0}fZSS?ZgSntr{aNMW3?G(T0
z68ka1--wn|<XI#?9)~yyM+eOBi#th0h=rG0U{OW_p#P6Cxk`!U95u6T(IvhKwQb?H
zW0k1PDROaCM@j|Zj&#dWC!siaoel?WnLU7<g6OR49**Xgl!^ogI1Zb>TR0Ru7#?-;
zEhP^v#dqX3z-cM?rg41w%8ociKn=Pa(n!Ma{S1G#2M>Q>rh4!k_7H92o_N}W=Z5>L
zd*u4ypFa8hLkRy)m(TPQiGaejKOhcPQMMw!d299w^S_f1O~xzs%41XI$!`k7C%nJ$
zhA-QL*M0T)bHjbxE=ll&qKW9YG<wYuufP04)5V_2HCOJ-Uw84!VKhRlGJLqeQvwW;
z%F#K735aq<(71WW5Q#X<gxtr}d&ENr89zG25eTx?g|xQnXV=!14qUA#G_`(~O(7|R
zYU)i22OG${fFpl!(uDIJy`S_RNVx;9eNW=SJ;RQdI-o{m3}Tv|r_po<P4ahLWcF44
z|6j_TG9_@@?S>SxNtsOK;r1i|set~*XPA<bf(eiYlq;nVhN-HUYVvIw4~6%k6spK*
zfrF$dYlxOLwx{S{?!NJZ<I(<K+(jnz(}SQ76&$i%lPe>bFNt3KpFwoI2%d$(D>&7L
zPNGEQk8A}r<!MU*flIkqqMfjE8AVEM$pSwZQgj-?D1iqZ!NE9Xs*|LfCjv@b=n9Y{
zWjN~kV<eziE!~r}e^>q9*vX2QlI9a$OydiN7m(OI5b0hv=rlI^4ylef0|;8d$*@Ez
zzrks82nCy^(9MIBf?cFoNDLM&i6Q#bV1fC}eZ3C+haDUqH5~NZM_4zt-F=cbh{aIZ
zU(`g>e=eVo3wOxK)xnRxdFqW0!x!cRf58h~-6L@kvBiG=&ff6?GrvooweOIYF|p*u
zKlWCNxvP0|9&LS`ZeZ0k@WthupG?_%|Ci^*l@2m%N$**)io*n2w%jEcP;-PI%v6(S
zUGfX7@#>3WR%lk7_XUrwC0;Ogl<tS!^i#GBvsPpHWcP}(Px9oPp75YpV=ulZvyc6x
zYAgz_&|*8YZ<lW(Fn^Y?>BuDeJuBcoTXRA#H~2`Ac|=1#4BU8<r<ZSXBx!t4pYWhq
zGvY(_zN61`ek^igh-62kp-3`1dwMYSUzB(EpWS}E_w$oykM2I(d-3y=U!EoLoXZm?
zsSqn->MYX?il&nq0%npP5q@AzLn&6KVc@D7m%hlJHyWh4csm^6L9xbD3Wa5AQHhnP
zaju}B@Pm0UuvoE_tQxbvxP0@235W3Dtlotj5p#t@8nrP|j3Q4GV@TztHEX0CnSz1x
zAjsbmbh8>^{NnP>nK*^-?L7}RjSmf}GUVdpqRq;p?+m9I!4GDr$W=5BeNjvR&5HBB
z;6broZuwCWFSigB;`5>?;|iKkelQOPEgm8pp~kB(F5m3H>mh#lj_}zK#n&YY)0f`{
z!6dOtjkIEU^<ud&6kiwpid@nQ77fuyLOc;)7k>4LbcWO2;0H5Q<SH76zPNnyLzDKt
zU+|z<-v;qXnO!DKs77lQ6bnZ`u#~4(hCM!o>6dScFz2o*t2%r3q!9mpJ&HPh=$GMW
za3sdv>?1?yXZ%2Cj+<D8X9vj^jUs-LJt4TU<?`;M{fF^-#r?T)fXDG&e#_5|S(mjT
zcwCE(CWo1y<)HGL`gwWx-rdJ{pFP-lv5SBI9G&!bS-JAg)5WY$yqmPJ|3Laqh*hB3
zQ?8_+@q@XsT#4cqNZLnt35>eU_{H=O!Hx3n{o8wgy!-Is)@HnRaer<cV98;)8$-0n
zpY{m6P2S-?oD*LKE+5{`E32>BZO{ZVavy$4VM6ZDbe!K{=stt@<}ggy=Ch~ExiO+>
zD9(W>Iz>zlo+-8^gEu69$J4;{9+ken3a_3h5@HV-IK9yr4#TS4o+vwX+N3V~)S5(l
z<D)pO#RQ6T<PzL3Elr+6Jfmb#Ky+s~@9@KK(x%sK-`6uCb^h&%polmpin$W!$R)U+
zRTse%<L@oWprnSYyz*7Qem4n5A2$$ZLNQI^9C?TCi_}U*YNc~btu!$_n)UQw{Xa6f
zk_hLgfBygWzN|T_D_c_-1R_D6%R}9&y2ox;89T@W8UR5U0s+F%W^f_d6?Jb{J5rfP
zQkHU%b3n*(pE~-b-*3P5L;r}5=>Ky&qJKj__P3^e_8Bu%2qAo>Ajos}UVGkW4{P|A
zZ;xWW?s3YFHoLt&^|q0)tBgUIBntxEn6Eg1B?)AhCAI*ps-@ozg+aJ%q}2^L4MPD2
zzf?>5@k$w0CxDhvMk+eTI@^a=qDpz@*dD?XS9c=2<s{A$z&tX}(u=K?FDcYgJ?Rc@
zOv`i+p^2-#Ph00SM$-Y<JYyCepw)A7PQnIqUv|$J@s@aSD7AbxXJ2Ft4P#;$VeixY
zS%8zu4WOkkLWg<<R?w9M@EK-^VxN)aFuYO`+6R5l<X!&e&EOiW^cEe82G1vU4JC1K
zQB@eXSQ2+NTqsNjPgI3*aB)?XkbP$rBwPxMD~jR@3xv1B@JeBx#T8uw;!Aj~AR+nY
znk$S0=0*W-m7!L}4k3_97+aFlTWmy*w>le9;z4Y}$#mSk*lKE#Ijg&GFphL7TXBSB
z&BRM!vdAv<Mj#+rtuC==x*dL>1i_(F*=W^ZB)&^tmlR6oMsOcs1%y%r2!?vExg$B}
z*ek!h6*>xO*E+*m%L>){kV$%8jgrKpYxwde+}cBAxPA~7dU*?Xs}Qcq2T`Fzv4i*O
zEJpBt&DVNEYRRNSdl2^dS}$<9ODd%GOMDDR(4b!1qLOcCO+R_V(mA}8(LL{P@qc{e
zIba+7ICp;1%m2Ze<fqDb6&CubB4n>IgMA;#FbDBWK?wsxB@7hP4OnAqTM-Ue;%c*%
zxN{g32+(f;AR>qm4h1l()wcrP8`dMBoCW0K8z>2k4FjZ=sQ0|q0^|XmK6l|U3y=tX
zmzI)M2l%QboC|Lc2Uz7>djMPowof06*Tn#UI1Xl}3oJl(^o1M&o6zk@ZvHMRa5e(w
zCWnDSB)4Q21!Rd#$E(HgdiXV=`K7?l5E2B01&9X#!s0~QsJ6R}A^BG3xIFfw!$zP~
zIT&e$paVpoL2ct=e7HgcVDxY|>$b7A*Lf`Hw1GBL|6YgzMFhMq)#Pl)VZB6hhd)?G
z|Bb+(P(}UXq@Yya5h>`>*m=pBrfx0&^ryhGo}?zhzx<1gJvG6v6ZT}OQ+;Qr+U0W!
zz!!5Yu(*On6-PJU>vp~*h$fope$N3~ZIJ*xIX&oBBg|4<JIUEFPG06ob>zMC(!!X1
zv>2)rPwCaMM{6<eBfp0j+NWsP7RDbs!8!%KTqJB#VBeI?Goz0f8Zw-{oljEq;n>Yt
zaLrjvG-tP4)R=ixZh{6WB&1z_CTP%QYY^Qy#%d5xexA6PLA+4-A9E9K{Vu>g9d#G@
zIbTuB`2$aH!}%>&Dq0ybgJ7OZ{VsGvmilC%mF1J=7mjXn)%_+Q+)V0>lG@_Rl>9Q&
zDkWU)Y{gTEK-4z?PPDGqihjlgQ-i1$@|IukR3)6^f!|_mW75O98vyQR3XkK<xt%av
zn~_IDvT%(~$RSh|p00u$e(%#AQKPKLHC3Io#5J!vDmuxFg1mJ^EnTJQmK4um+M>ql
zQ@;f))yr+b8bcC^P){r5X5)AtPeDf}#w8^~%IlC6i4!3iSe;?G`8Wiol{1yaDLG+r
zK02C(O%*BKxKy4-rVC35>0MTyl7|a3p^ghM?T?8OTb&*$X{L|ufjFV#Oex2MIn`>r
zS{svn>g)iVgX;5Uv`d+tCaq?(!^w$)BAxtMMkz<afAko{^{)b;mM)Sb;kjU?jT7ba
z3#|YBuA%(Bdu<6WMOraVspdVKN33xpe@G1JhV?6)Ic~@2jvG{5O)CMMP;Gb$nX~$g
zu)qo5EdufzP|-F3ZAKVq!GpEOj~IjOhfcHJZO|=2U6!8sXre?F_^hvCAB%2ODz}2K
z`FmPJap8{`hg(6TSKFo6;0xgMqnOW^8;#F{f0pOf;ktWXz|-F@D$(O%%SFuj5%cu&
zH%GU~uP7I};{V{^{`G(S+kgLG$W~tdi-jzB@Ba!4<nKZPBbrMF5#785(c_{HSHhv1
zO`VZLnI&*Am)R%_ak<;W+sWQFI{Q6(Vr#3o2h3)bb-!+gyO1~h!B$bmUBgR(-&hZ+
z8Vi;6l(gNwi4tZ}taa4kmuMvy{vJ!=kEQU3D2312-|eG0^*>XxcP#k$b6aLwv@X$v
z0XvtL{Yuni+hc-tEEz!jGs(8B$52bFzrrI+1wuq`n{g(F0tynnu6;YVj<T5-M0q=W
zF@?A7k07$MKq(m_<y?`HGg=}(cc4tBlT(95C4QNXj}oShp_(2_mE$E#V@$r7($<jJ
z#0fL4u^}Ys!>R9eON+qISm#~OcTk)%pmRxD5H8Uw4o_*NNSt~OtMqYmtVh*e1nz4S
zs^WXWR#YRW86xH+;v7-uc!y!1d7gU(OdhG|Zkgg0^5>@v;w0mgW5kb&G2OwrCuCu0
zG>FF&a40Ct49hq0*}VmuXnY7T0zOgDrRFzuGtkiYsRmW(2Y^=zXBbPhrOQU|9Wm&H
zF|IQVxmBJ7HlwLpPEEaymcWI@0$f;JtuL7tzttf=zsw9fO;P~?#ap<~y*=eT&}L&s
z-M~J665*!xxH+hA!I2McV3)7b4a}PNMKb!EP6J@|Od4OqZfRFcLTkOp=eDykZ0T9}
zh0s6GTZi)%L7qSDAcn`dYo?~y!9$8~9M|@eb=iODVcNH?Z>_8`6RVb!rlRR_!m99f
z4%<4X_|)C;`h%#o6YTcj(+jxTePXvjZi5M4Z<0_6@YNgSBS5)s9)`8T%b)shxLWd5
zApG!FbG=u?mrZEn$vinL%Qh#sipypT7g*E-_ugKx*@d10D?kC`zT0bVHsSFjSgrSJ
zJHcPEo&<Ng&~)ob`McfT_C>5ujAY&)t`o5JpvfXBX;;s+C+fjt!de&2f@_2UF2z9M
zW|uv#7JJ>HX)B>my1fAeR;a>;cu64T1-fNJnt*PrI7w3F>)>-<YQ7czW<RtHLkj*p
zAU8w7&*Z!rf-)}I^^<kV23gWT(*x2rcJP<boRTDP0U(v4F=K(9)BuetsX(&_7<8&a
z4K9n&W%Z~HpmiRr(n?pjXObPd)!c-?FmfG%p@v+)9t9U_aJ7p0awQlv+fn~3Q4Q-w
zXf13&teF)<i^pnN#}Er3dTGU<I^1-sJQmqz2eTC&M8iQ2Nyq_046ZH|@D_qza=nj<
z0*_?uDPbL=T^4ETsG&2ev}a(5lU)fQc(@(mqDYe2HYK)pZ7<lx)S{tm*S0y>W`>&+
z!8mi`pPD;pn+(Y>{H)0Ka0D{w?og)If*5>0udi1BdWUk6slwtdt~N~%M$M;&7koAP
z$>!xsx~bj%$c%-|zWuz6tP%VXJngjh;ylrTR7=#HTFZXpZqui7o4?iD_juCYCeJV8
z+YVnWuT*XtVNKb9hAf2Bx+u=rx91i~d8oX=+2eVWyarj!oUNT2Fv*YO?AY$fOtDK=
z_$6!erH3R-$Fg;an)R?#kG+vxrjW7}@yt)8vuaw&XHCznp)uz~&1^Lsyij%@B3xVF
zSE~1@c(bJFhpPkg+aZQp){;=hw;<79?`Xt7By+Ro^N=fvm}$6t6C@c&1pio)A59_6
z^Y=w$JaLrhvjU>Hf0eMP&^2h{5kqxEq4GT|(MS1(YV0TZu}^JoewrU24^lyYgTUqS
zn`9n$?8wGdNEPrso#y0g(;B7<V1iUXe4H#m^1!6h9NbTQjCDar<iU<|UnE=Nrlx(o
z{xqH+hnA*jW_lHU0IrlD;H<{XC0!4>6P^os!yk-Q>ba~qM@_<DSd_HTEm__b2aBEy
zW-9k~vcI=p9P5NvB_ud{Zqa8B60(V>yHTnl9}YX+9%L<0ABr!5oMUVWnXVwRux9=H
zX|Z-(@y{{q_?UHkh^*r*U&5A=^Zzf8Z6*3BOS8HBE@5}gR`OWRL%j~q=5n0p$dTv5
ztalc@5zNgxf84|bv%hip9<#Ze!0}S145hf(WJ<@1nN3@DG4Xi(24#0pM{Y9n4|=4I
zBRXCd%Ji7cWvCKA)y0_M8`n?ysk6EK{e81NW^;L?cBq|ASb)tk@6ZktFUKHB<@Iu0
z63J{_R*6uD@^fHZ6Uol5$%!&bm>4)+(&cdiE{fzlF)L-<3hkGxBKaRAYejN&7vltf
zWz5#ZCsyj@u~{vW`^)iL5;Z&+)=MJG;yJZHE=+mm2f&aiFJOPXnesesq1rc_MzSA=
zS2J6g%`@4P4CsDU#ulM?VTg=JAJ1w_1y9|*TD8%w^M=vCA^A8qioAMElv#Eq>nuHC
z=Xvuc87#6{Cp|8?r>pJ>Zitl-jv)2vGBrG35+;QvgkcgCoBoZrT@r_%ic!v<WKt@d
z5|X6YOTuU)RnrqFu8Vr^6_yW}04%_*>tbMv$QR>ec9~MuUYL_Ec(Hl+D58W#a)<+w
zWRn)<#hE9s;9z<bMag$k6pPQaC@S$Wj71c)u*M=M4#8+b-d;wM#WQ>)sj+ZI63Vh@
zLqQXP%qUjAf3|XWd2Qw1sPv=apLRx3l#Hqk4s*MT@=<<QQMAYLDkT}!VUFu%U6r&H
zD$3iM;B<?5)t!tw$z&QoEwh<sO_@1;M|TVr<62CtDD1Ioh#4}jMB1@vDA7p$Vyoti
zEi}ZmIgOMjEQT0DQvS)QX$#Ed;1JbG$lLADh$&qD%9BlxMKwwi{x!6ZFGKb{w;24#
z?iPG8uQg$s*Q!vkp>q6F82q(n9+ao55NyJb?(enj?s_wphhK!M#`9()ydMptUL35I
zJnv_&VfI4`)l*XyNVdV$lE*W|1(U~V8cKOQNn&z&q^{#flA<dCNzu_ML_kt>{L16B
z>S~h^-FUB4Q}=Q<HjL^v8eh%ZC?HGEa^b8A`up8M<XIwae{c}_r-boeu54^H>rIl%
z(xir9tV)|NJK~o8R(wTE6W=;FCV3c;jVKBAb<-9*%=IYhRLG{T-TVb*kj&nf=K>c1
zR*4X|LpBFlF3C^fOdGPSHVa-MyWNa}299EtpNAx9A2dn%90FjH4a1r=iW-mwQo(W)
z;buUU0AfBiJ?)xUm+r+8Ozj{~h6ukusMgVDNc$_bHiWWNHxnhdp>)#^V3*o#1mq>0
zY!~}5L#;E+AX}k=feYp=3cj=&)rV-p-X*F8irA^uw`-^}LVM_8$ln>Z2AX^D3{Q8R
zr~^F0ptebc$N-?rS}m3s!i;r*^!-YISl=QQ`v(}Gd)?Kr@&f~#>~3{~4q8kX(>|1&
zBJ|Y`G!a<(3Lo^nApwOzicC6CC<Fwx285B40zF(|sb~1OwsRXz59Dn%8r+TrxVPg0
zyzN>;b%j2O2|s<kbz8bTW|Mv!Cl)O(_0f#;>I9#bN5u}xZIeG{vN6)>Mg%sHMt``{
zVIu_&GxOwl#ia#?|3r*M9gf~{+oeW|lqww=F86vh6A>1W-1DmPTRu-_a(UG3oBUK@
z=rR;IfI#-FbrFH8(LAdCVm0_6k$ob~c^8Gj)_mdyBP`uurJ;VZUUfl7^}+4P=?YFy
z{pYD`P#^nZ>Z5ejD}Fc0&UE!JP$AL6PFA0q-<osPjon(WQytXSO&~X0-H3X<Zm-(k
zflrqMs-M+ke96$6MilMzqn}wwHSI)H-iPB(M1m^KhZAhJq^TGGxykeHAcE2tq`%cI
z*>XX8a_ZBVGCR-Ss7lA~a1yJJ*FJqL{-CU{&Q|X&udc2<TU*VhJ`On&Jzzui+q@&9
zz%zOEd@C`x&pgJ~5A__&!z1KJ3xDm?z$!A$C{<cbyJekw7HvY|j`W;tk*a*(qth0h
z(3JS2I3&~!%iFI$$;Ku&t@l&$@z(W@7vt@o6-nMfwXC*u2MxcAY>U)jtYX$U7xJ1O
zY>`Xs5N8?OsMd%Y){ZLVSvW*nyWV9mI19X4eR4pxX9Wr5#rp&+9QYZ#K70Ev7IEAg
zpza7*k$y3ucSUES)9$#Hw~-X*GyMRJj6rdH<<F$-dUq?TZ-WT;aC~ui;6GRE)3Ez)
zbW1$iOb?)hyoYpeaRxRtE`xI%U)>s7UCyDH4Ar|r#p<`vAm<vLz@3#eJyJEwz3vyc
zQj@!%<Iy_GqeTo0jHRdEPXqUsO-nb5iOnGnJ$`!SJzyX9Ob2X-VP{(wvbWqP?X6Mi
zy6h*ZrKzk(o%&Y0*4wt_oN`Yd5@zo>nv$bJx>kqvUfdE};@;tn_s-rRqCMGh63=mP
zB4~z#pqrSk{L$W`y-VDT?ZeuF4^o@+^1^(^(L}njW4;?R-S+2cEH5?~-fV?Y0-f2Y
z<9Roseagt}cPhO%`&Dp6-ZjvLF`;{N*TCX^>kLi{nD0Bq6y>JrBR6i{nEAWnLVRm8
zSJQp&w#R**J2PHMpSwNNjy5va+z`5&WJ6rk@k3q@SciR{vp7NI+Ua)M-RC3<*sSLz
zKhUsarQBns+(T5#&0Y6tw-i~dei`rlIjv`#$J@#3+mb5DJQQwXyRRF;Vpbb;Od(oU
zvvbUZCDJ#N*dKrZj<PA1!BH&hZoY&lj`Da3X`HJ<ER=IW2Pd1OEYspS3OgVP9cA^B
zLOQ3X>=dB$wU?ddavBQ4m)vJ{zb8@#n5{g3N$U<IqE?xM5NK!BybmH*rvRSTS<hFP
zppi=c<!Df3^|(nAm(}+-UH`O^fWTVhYB4Ix|7zH7kWP^AB!a32RX{)$Uk{-`$TbBV
zD80hJga5i1Uh`k)L)apqQA&)pEq)c(3I03WEcmbR$l$-id4vCoRg$VnSep=oLq1E9
zNkE%CNv%+A)P}8r&LDOwKv{X3hxsaePUz`Nbh%E@T!B%lvZS5tQ{=g21T4)hBOq>c
zS-fzlb0~-}o)er)4@P*3)R*9jf>@rKrK(s0zS<yAuc)r13j0Kf65!t&O!qbxp0l0G
zq9E47xJ0AVB0YdIW0W!KRJ#$XphO}nY|xU0P6WvjOhLBWik3Uz$%xgy7WPADz560+
ztPKGj(buq5e5nY6+3b(CUXyBSF^_AT%{q;*Qr>|!6M(eIM!GNcBVE!M>Y2o|0pzlQ
zCy>RnCyA9*P)@uL#fiqSy@SItoBD4O2m=J0q(9S$xDB96X5XL$q(-%aQuJl83AJDX
zn$UoHyKRrPzIz;WS$UYcE1N5Ut&<Q2R)SHl&R_-Ah6@~a2%!<x>?2<nDy9(d?GA*4
z7ZEz6G-I&3e;z`W#LIwj7Y2Z7)Q&XFWB#bWqWm&wy(-S6E~I6u+8;It05r%^uM*iA
zWs*Y95mzY`LFzfxCail@jz(dk&m6q~W(&rk+8;EU-RfM3W0}peqy>m4ydshyhy_aN
zcUvXm4>YE=IR7h6#kz0R3y&8GNk{@KDb~bQGTDm0VV%=SA&dsb+B>4>d<9D5lDB=#
z`pOa&eU7CklxUu@%I7prgeLmJq77Rm0DA2Qi(EuXg_E6hY%C9PBy-`sW{@`(qz`<k
zXw(gUe{_oFbxr^sE8*m78MN6^>qjg`z=X<K4G1}zWN?A;_kz^j`3Ys6!i4swx?}Ug
z5rHv$DMfl_Cu808zT*;s15D|PCppE+Vw#-hDJCqD;h;()QJQ!i-hwp%4A}BXM?JcT
z)5K*RvY5r_#uJ0Ck?}0l0Nr5pEj1PC73@Kc1UQsFWv5=1`$`G~e3a4^&z^maJM980
zZcUFkv2v*wGqZB;vQEpyL>hzH@;POPl|40$?yNky`{1Xz8-KzP1`Y`_!5B6_MthQ|
zX*7#XKx8h_bYL@%ASgBeK(>=<$%=7^GL4M&lu(SZK*v~e0VYtLSRdSY)g(({4Q<W)
zL!Ers5Uwz+*|o)`x)tZx*XdMK8I2_pEPw2A(*KY?{{Yi$ex6HM+}JQ=F)Ju$&!2t{
zgrqKDP)<N6?c~&nx3!+>aAw&*wGOg;QpnQ(^#bsupTW0BCwLU~x9U*m?Qb{t2;gjq
zl)UE!J8roZy@>XL@5mL&7Vv56TcDUHHSqbEV!KZyTf@d4G`*i^2s({kw2M+&5yaY^
z?QTq<b^PBCWS#_%7@&(Zb=RU=JNQOU>Uh7cGb!x$Hg8pOD)mi`D|&m|DjL?eZe1kG
zROOT~>~FVfjZSwj);}lmOjW;u=pVHYTdwwA0<Hd+Io<e8uXVfLkHTT6zZ*u4VOSd)
z44e%Nv#Lo9qp~kg>72CFRcT-K(<zZ^t;-|pveRQF&Y^;=R4uiF^zQMDWk#CwCTW|R
z`mFf!d&#C6mEis^j7(6Xk^aY#iB;X)Cajy*T>iT;KZ~_zRRsFh{|zx}LF6>k86u95
z!}t<F>fE=n*4?f)fkBRI0Cbz7dfN{!u*Nu?0@2~WLVDrNw!Q%xjO|`)!A^G<2x7w)
z7CC~uVqNsU<h#+UwIhOb1Dt7Cc_^T6rt6JT808%JYw+I_R{mK4%zot0_w&C2?Tcz6
zT`VwRz4azc{s2u!>notuQfYwG#+MkR)hCx)s!CX3HPjC-*#Mq~qrK|@(a;BCR|7X!
z&K{6?fUm<xl`Uo!%L{c#PC4kvFD?4ZqH2EMgSI}^B0qy2i<b20CD^0mE`!d1buLuw
zgWHb8>5zwtStq^cdV<vQp@1KOF@WPc>P)VjpediQ5$N^@*+!}{JgTTqP=?3-ZUcyO
zq#sY!kfDiN3Em{>%tJH2MLwf~3qX|L7<?5B;2jC~#}?4{aEWWf*oDjyct|A+D*fx=
z8=Cs?*yAl?_PpENZeDsaY)4Sk{z;d?8$T`oB(42vO$)HKgLSXTeg<QSqnMf&=m%;a
zj>l5Am;;3p`;_~OFvHM+JRkXT9V3VR!4V8;-c|>6_r@1UkcY4@aO;UY*n)Jv4x^$?
zIQ!ZJXG&=@*kQA*Q+P>Pkd~8e{pZ)a!1(L4_LLR#k#dJ5D&ROAVNY0ZoyQVg+n}up
z1{9j%f67lo7A8XN1Nvd!(VVGcve9x=tMr?johB@02!zj{jyn<hY_P}MGZpl<byK43
zRV~{hkukU&Fr(<y_oViihWjn@)NZU!{;3wk91P}TkV-jS`#mkkkF`g{1VO*Shl&{&
z-la}c3PIaaiu>@e2FowHGHA4boF$_%gR#wr?0uzKSHeFqi!Dib2cz1G!c|z?lw_w=
z$?OD3EH69FNmzPHpesW7ST=_64s3mtPV6-D>6AoJ(^4c}7KtvhqMnea5dIT8jAU|+
z5*#^=a;vOWQ;EbdBTbZ-gDvEagQ-MfMxr@5BJB*N5%|3njm9N9KzFLbKD78`_K8kV
z63sm^2ZaNY>VfzDxg!*sHj!<z#B*LErFK8D`il#C%@4M0?aQ0R+c0GLaB694cIv&U
z_owDzQu+mMJm+wo_|w!M54d5_r{TXd%?=zcHtaK+v30GWIBVa`b3QGFTS{lyCG?#=
zWvYVg#tybE#Itl^1s?29)409Ge^$Y%v+k@yhAiYb2-?FSC!O8+&ym|LQ><RNIUp{u
zdYP5hgCR*Pq~vc&+=YP)ars-3Z+t^e5xAZF`P-GXFaAAxA7@;*Bl={s<-O`gr(0zc
zvTkn&=Po<>ysCP`xLmcGr3!3c&1T#sB_0oON$2E8*#Q5x`WFl^Y>jbp!a0=SAhDJ}
z0^&?T^3xwosC~bA=kaU_#lvi^`KWsD$CbNlPoMpC=jjhm?ydfG_rc2D?^d%}9furJ
z54aJ|xjkj8Fv$r2@MLxQ{>t$PXM6E*Lu`ceZ>ib3j2`1p+*kbY$=b@ZC(DnHM>*S%
zuOr0P+1Xg62%U!fP_3T{AAZN;#!&Br%dO3>-N|CJ%im^cNR<7o)-mS6r&)?;-R=OI
z23lMW!K0`KuCEb%lFeaxcXjLTUCrR*Z2W`0br<~)*=QDSZw;OKeNHP@cW_DR)r`lH
zQ^~bnv(c;>rbJF>-3Md(A@Qc4X+=NF*5nCPUA_mh378V(Swac_F+sQn{RqCueh>7H
z4tcv&vSiB~*|%^~Vt1?elR1$wqb7Dg#b380IphbMoipns?}ntPsC>uiD<U|oaI5jF
zy0v1(wj!iS?kzTiiH%8##1S|PRu{rKxHpx>6qg_c!T?ww%+Sc?kjl@Q)V}HpS;g$v
zD)^4xu$iA+eQHuyB1>A-jWWBpj1T+QdNyHYZ=8qop64O+n{l4L{eCE1Qmt)8!XCrv
zjE4M1LUcV><s(}T-cLlb7)z6VkcdgJ-jX>QS5eb_lt|||n;QFJA~wklOr|6=Zzk51
zXNmR9pidg$elp9!4A@_P02}N*@NGT@8|)KDdbkfZGZP%H-^Ca8b`z)xFtj1@LX9D%
zw0>AmZ2D#Z0A98UHlaMW7(u0x6q$cr{x%)6>JP<>#(5G>R+Rz4WVsM9BNv~T6IWbT
zyac+Ma^2mV2L(X<wv!O7OFK_uX2gGve$<kgG5U}5@D|>DqyJpegr{<DD0D#F67K5d
zr={oP5yV)&Q6qSwfB||80g#^ClfT<%a_9_DtLiw6(Bpx&-rE1K4fN|}geL2sI&&JB
z8xb9!Is3*#I6iYGXU(g8dzmw*P2b})r#pnnP}$Nmb$sTe13sOmr{%VAd}}zWw}#_0
z=c`+0Z9O<XbH2JhJ`y?GKp&+u=iAEXgg2Q1_<vqMC6Aovl%RivVZ#!vPOl~Mm|^T?
zDBiFDJDiQ+rJvD}6D_fKsgc-cPvm1H$E-3TAEC51lJ%DE(l?>bByvCxjRsguH}3fT
z$n?M|Of(utoGr<(2mSG&k_nXem%~Z%Vviq>WDmTjTNVsPNWLCRys5UyUF!^4Js;s6
zOUzZs^o3fYy=}*YGY=ENZY++>MrIXFNTggf_xUib=|=2o2fa~^x_Ese=*#h(V?+ta
z+gQ?q|J<MTiVLuZUr)=hY+8#GD%d&8X<=_zuN?m-d%!yE_%@jAmtWnR4fN5t4Zh)+
z;<g-ppnGO`4;Hh8JNjd@rZeYvIZ@$Lm}d6wce}s3*|pyW*{rP8psEQ6WLs_D^doh;
zQlunHv)?igI-S)g9}qoJ+L1d;9iZ}`Dd0HW9KHJB$D*V!tiL>g#6H#TGT_a;tZ0wN
z#mE7kPfq@5j3zLOq$0AP2cE5Q|8ClSjC*{Hdwhtv#}0T!afVF1`FZ1RZN1j2{uuSh
zx*xEb3xt$+XV`2ts%ro)5ui<jBz*#e6a#M!@F$DHY$Z-kp#gkq&n*B8IR%9b@KK;!
zHM*TI;ieL(KM^1gy1{U#0mMYXTQIbUV58ZJKAWvPYSzg|rYjQQwbg~{-Bt~d94@wc
zAH+oBKx~(XgRO4QrOLxZ$^-M6t<dHu9!n+hWFSU@sm2|k|Ba1ml$&${n4_HZli?oC
zR_=Cp_IhxnYS^kH!KAWfQmb>C9HUDWCP_7QWQt7VTnfTE8y{!*lFi^d!_DfmXb0|J
zfhLK+k;q04A^0w4FOFS%Hr>c#BLn9$TUp)fbaw#yVPt9SquI*6s1FagK>WdX7<Uu{
zX;Y2RwJ!^b6zBR<=tyxkUggU0l5!JFjG#0+7l$M?8dE9GYyxnlIFZ-zL^}YcI1${^
z7&$rx`f&l6;yhm(i7C!%6eLqjS=cp-jxsh#Q*M^~hi%Hu?m&Q?XvrZ%g{V>e3vOTh
z@e1TNFiI6S+r2aPwLx+tUZJsFydr12cLmmV?|@Tfm~IWYo+{uvwq3^UcJTn}q^7&~
ztAfSt-j@W7d*ubJ-l~v0GRCmsF9Xxm_GHEumxbur%JRL(D_#JJq5Fp5G+U9pR@wD5
z@6K^{1{IRQnX=(=1j9U>saJqxsat@+R1%*5dZWo_2iqEEEB6Vg{0`$#F+37Ou=>k&
zkPj|JZMqjJVEI~ah%-w7sN&AB*18eMyJr3a16ECx`FO}x)~zyd_<sbFRierYuU=5+
zhYA^0UTYiAaWJo5VPy#nOWGE1vNmd2w5;)Z0f$-kC802J{b<k+6mKgaY<uzm-&cq0
z^tk~+kWgHEaPcnic#P1+F#k*s2LS>&M~T@>G}Yr<z!5*?QvuEnE)=M<pAp#w%0uyH
zlay&R5b4|uTJ7bp2+Exx7B2v=7O?HW_SgJUWdobG5P*WdOFEFR6XGG2gbZ<(vcnF|
zzC@$+tEfH#Jlv2yLg-PO{3cL(X7W|BkR<WoDWfEQJB85S-S5Ab7SaoI5+gc^(H(~1
z597F%7mU0%0LI^+hrrQbST{O!#U%F?fAB6w3wF8+$W0kr4ET})d>1GBcKP0#NBJF$
zfLEPaS4`&6=)E8~G-$%cx7McG;&y{c<K;v))lVqK3(G;fkMmna)f%-{w-XshHIAcv
z?kiX%4OtMZyx8etl2#vg8w9lK9X;9h_(#EPvX5Qx;Upz>2>KemY<k`vMqFHE4grh_
zJ(RdoQV%C?96Cjc8-ui{4F=+-h+>R&mY-dUvYd!8<H{+38dpkCRAF~OG%Nl5TpU?Z
zK6Z3<2y*%PI5O>^a;l=j3@NU-Ta2Q#7$qtyMT}O<`$cGqawscZ(md!_^`vvJ+4Dc2
zey=VR4+Sl)nu=EtwTpsP3LHtJ#?sPiRW+5Lqnt>>Eg=*p&AkX1lnrbRq?awg?AOIP
z$087@<H3=SHMkh;IK)<<xL<}7n8on2Bmmcj*Ip%+pNjy@k9PXe&y@FEIOiOH<YX=N
zQ-m{xg14;M<4bBs0U(7m1-lY&X8svVH=z_5dLCv_G7tYKRhmZvl_r^ot#)#>Da|E?
zdqVjzo9izT&H_LS1&52>6R^_?oG!`R1u#bkyWQY9IVu5qQy4t$L`*dhm|__JavpR`
zuaO&rsAm!Ll(^e#AOtzrYlHe0QsSslC!QFC?lwEmYpo_60pWZCoNEY#qM%1hyE|X-
zaUJ+kgl<d2IC3{moGf@=l-V#-mTAWZa9Kci1d1x0w^wAYi02@G5?(}N98kb$sVd%X
z&g7%{Z-&P*_patp*`eOg9?#xqk&{S}4RRvV&NB4Nn-Aym%4T(xoLodrg<Xjk#>Or)
z@<>p@J~*m?9PUfg8G4>5<s6mV+kGGb$&GHW1|#5y5Qu>Pu7?3L=gNs<0D+uvTV<)=
zr8LdUwv(JR-j0<?<`({(7=;ax935zYeBoe;kpHMEj&<3SCFK<aIcF<%E+O&szxogQ
zc3A5*%+F99`#A4Fm&wD<l6K0>5X1++OcWjCh@;rqYrCUpE|Hz}vXS~l>A9PFhrUqt
z$D=Dbf3v(Am7eJ7`@{tDR+Iti=O6xqAm1SmG2E*U9a9utsPbtVyqs0%>E)nmzF11D
z%sXGnCFBsR3>PBhRaRwhYVx@K)~0@onaSukPuHI^Dp`N+6KECPy|8aQZP5-xmsSzi
zkjp6C=j37~DjL|C8m?5rNGB0a#v=;dClhXZ=rVRAaGV8{wG3BW?H$~mv7z;bK(!aM
z20*TN;NS@u-1LB|kkdIX6g)54?t)gcvyFPPYc4q`A-`Ket8v3F;<z#cE>RKb8+-8U
z2~c)m|8Ea>kog`t2?`kVpF#J*>|*G8U{DRorxkm5>Gm%)YQ5cNCwWt54@B_wLYtO%
zeFg(g&kMZmr<%)Q)rOwgr~vun!y7+VYaMm|M!S;s1!8X9#PLjaNU#*)SWOao8<%c+
z`RBQd27r%bQbgYO-gN4@-1hQ2{J3+qU@DphEtQm=&J?1)jz-Q`+2hRJ5%r6z4RIqj
z;?dzDv)PzVrD=REB<p19YWqKj(CH*miqT_iIq7e5$m8>QimdFo?hkJ&Su*#;83c<U
z0fX5{fCpk4vND$-uyw8#J;zmiY=`i-*>A2BB99Y&?F`pjO<a0XKD4+(nkYLN4C{-M
z-P7H<kS$c!w>DZA139lz8{k$f4o<Z_J__c$jHGHOP}EXLc$RS<m0{tP(I^^T8HwWI
zm5~S{UKs^r;*}9NRJ<}G!^JD3QDnR_k{BDWj4FkWS3pYVNM<fMe7sSFjF4AEM4tjp
zc%G2$8vMY-`gD|L-1RQIm_3dcvx50g#qoYKVzHxolzjs<=jT(`sBymsSqr%J^7-Q$
zV|``oOZxqW>#V-J%!7^WdDEmTzAAf}Az2=T@Cj2B%f}|Q*r`0%9xl>XY<GdCX=duC
z4$tmzoQlOp4`jesA!8S-S`rbSqDfctEf<~WTWy9jg<?%Pvcmrj(pZxB`4SAq5BXfY
zTwSUyUA8C%E+A{0Q)CHX;bKHV!KdS%Ap-p~x_tFL7poVBJ~MV*Q_Os#sHHX|ESr==
zv)xfTD0yzfoF+(~t1v&ZScgQLe(b}HI$}~EW;*7@KFkylt^)50I-ALdSv=#8xDT`R
zT;|F0UaZaoP6uQgrh&aBs&l~}l--=~F|gfgjb=TNuLT#MEqMO{#w*>T8Wo5MYvAVA
zx7Q)TAw@Ymy6+$iva(=<J@MeD!<KYl_6_zzowNJ(CbeLnpyo5l&j~Bs#&9gRPuUV&
z73@Jgyhw+pTnf3=@#5!#Uh{+1eqZifUUS{|UAzswQ{bL<V2cI5R%Ym&K$jh{TIZzz
z|DBk6$E$?(r3*T&a$JE$5624J#|qqssKA}xb@Z%g$GFpf&sWV>SzNA$Hjaom-@kxI
z5xU8f^7q0)C}<-SRogyR%)XUjyOS1g+IMcLL)ys|v+a&X{EPVS_3LH7Sz6h8j4M*h
zp7>Z7kIMeecf^?>hDVW-DbF-j>V!&XIG+rFnrSisdZx($D4He%plO;2VO3L~gmq1m
z0gK_)WWZHnz-h&<!)ZJ-71LHHw{AkU07CCO1%@Z3I;A62R1<n>BRGsSN+T4alE+aR
zmLPaAQU^pDHnFmXospCwW6BhB;Qt@EOZO3qux=|UI1#y{njO(5=C8ODA)Nxx+t!BS
zKD2JAV#}HXV`Dy=ThMB_Vjcad=iO$5vX~);hOr=$p@8g_KTDqCJbdY_VS)>Hzj7Yb
zuLLU%Xm~b)<uLfJ9Sscr<MUK-@J+N$(OJjh@1!WT8Z#taBUzEYGyDxX2iML_xD59k
zi8DYBrSY7O&j36}n>T}S?SL6vw_WJ8-MnW6Vux~=L62EyO-=n?{TpvWp?$a>LRaLH
zH0hG`E~RjPUz8G;I1mqzJ)9`#7oxtyt(1$)fth1nUxNGYO?cyNwf5k>x7pdM!Pz#n
zUmD~@nfSDtXnm427y0^4Qb?$7B6BuMql-Ce`8<Nk4&1c_{jKh>)nKt9B--#rttGuf
zjOeWYW;ZFV6%+irYqc52PKWponwmp}x(E8D@RzM2=R#=k<0u#Iwat6Yx$t?j9oC2a
zLAR|`@85l}{N&q}M^C>EiRs+v?shch9aHO125W5mW1q|^^0DlKPgt;P^1Gt=iH{L>
zISE=#^oCyDU6Wt)gLU|ULit#x?jEme25#o&bwHYJgsu}TVEmLGB2C`(@N%}iU64Ll
z`046B@-UZ<K7K!}9#Gu28DaWZsWv=k-AZ6F_Iq@ffHP3vt#(@ttLd-(SHJVABA>>#
z2~j`TxK7PL9TR(RE5b1){+bgcm44K2ZuYv+rvcFk97vec$KC1jc{i=!Nj$-mkVs*E
zfczv*gYlnBWkGLX)%APHG{u^vzr~-2rTl&M-XrYiKP-Q{@>AC8C6(QgeLVpO=D)f>
z#!;aIcG=(P5r&J+)CjBHNm;f>DeeS3(Z890_K~@ZDX(CDTa3bmS-=EIT-xG?V`0Ow
zu;CDe4M|>!ZTDxEp*`zsbrUC`Lic13{vve^t~__ZGR%sG@p`yWfs&vP>jG4l1>{3G
zG>)8g_vS7eDI29jp<E$eDzzlSONyydAr&kS$0Ze=!=0(X=E~P)G<Hm7tJ{ut*g%!*
zU&`pHzz_%06iUk)?WM%Z6@kfb0(NCgzEh>2gcF&B&rxZ3KqF|?Bx(1@BSFUyo{&?Z
z6XrSF8-Sfnn%87203Pwpn@hwY21nKVyJ#_BSr^2ByIl|iMtDICw5W4qu7MGaIqFq_
z6tTH-*HF3qg08`it|$%Eu?li4s@ye*<`ydz*r))Kp)W8BgoxC?fsB|5#J|S>p_iET
zLvJzH2X9%14+2xXo=QcFq3PRi0>or5*otZmP|B!**@Wj-7oR(e3P&;SDit#53+P^t
zbZrmw0I#a#sAd2aeB^959>-KOwh7ml5Svz>#1##pY3*GEnN@Pkd#WHbsW|BjCKrUO
zj>QHv#A)s(tnDe(>=UUuUvd5^vqa)PDB)*j3~=k_weY%7=Tw~TmYh?%`f5;3Yb!M*
zS!oWU4iuA2#LGgdO@K^CDePkAC@dnrj)_bGvLcI0U&25zA6_9%Le3uQpmWql?hb3D
zv@ZzQNYS^d%CW)Ms-?Ovb-1MsWDOi#x>aUMqbgs6fraLjEi`NTuB5OF$x_RONsrS(
zvroWe+Z}L3#kLX~66tM?Rc*~gX_JG-lZrH5OcB-&i9QF_!rURy1-OTCRX#Nfm(FE5
z^|d}u*LHf<IU|^!!zi2UuL?yC;b}J&zi3I<e`)SGKk`U=IkdamG^TQG;BuYEUO%U)
zPC;ia@?x%s*Db%z*2b>WKAT<$0YIlwXR$8SdwV;Bu1mQ<^HHPEQ1r0Za*<13ffN}v
znyxk{<7{Ur>P5fh;!dLpP?^<iPa_&m=q=YX3*ln5SGR^xzF7PG4uD)#lTyyjZezV}
ziBF@x^Wjx5=hpDKi$u4h`@Gh)ereY%cKQnKgkI!Mz2|!H6!sw-5L!JcZoazY(vs-b
z2J~$gPb>S2T$=Mrlc2~Hvb_oTk`0%^JS>e&3P;`2?{B$oISp|x{&@}W_v3-`NAVm|
z4hI`cJH4*!Hq3&!W2T9qpwp=BFWRjt%w4Tor{}}#Kp*rvE-}=oRJd?OV^6k*et$29
z*Icq;t$HO~v`jG=apY;FDvSGjJnP=Zni<YrTU=b2TUuOjL*2o&1;mHte*P*xA^@LU
zxx94QzNHzZ*)1bF(}nGSQOBO?_FrVaI%{ABI;yQc9m3-w!&;A}UVC6RCa7+@kwfQt
zG-vuhL-jOrA1`M6B48gihjY+_jo{fD)_px|1irL+be&S1h3JkB-NUxUPg8$c2B(I@
zX2W7m#uMVLUtEbZi?E3!ph?Z~)GwG2mIQMU*;#IOi<$ahOVnsXY?0ehs}%x?@&u>Z
Ps@49FW+VZ4$)*1PX^dGP

literal 0
HcmV?d00001

diff --git a/dist-newstyle/cache/source-hashes b/dist-newstyle/cache/source-hashes
new file mode 100644
index 0000000000000000000000000000000000000000..6966adb617a96f6ac7c253c5bf744addf300b09e
GIT binary patch
literal 31975
zcmeI5c~leE8o(2lunCH&P%S!WQ9%NkER)2AisI6`;jXwbGr1v=kc6251+{9mrD_GO
zv@TVP3y40&t-{l%(n@gy#oAVI@3T^mN~>Z~z?QxV%y=r0==*2>x|0*&Oy+*vB){{0
z_gn5aVTZrY8hu;d$H&c_q_DmnA!_>w<4${yPd1VXLk)mT5Q&^c9YkW0ld}`|qMrdL
z6YzKtZougTU^0bUsCe!rR|CUX`-@u$cQAmzQrv1rVqS`byJoN+C={qlCdXu$Mkdz-
zoJ3VXg(`JgLJM$>LJxq3!1Q{cSECArN~zZ3a)4=c8YQkHF+#@6K>@BMaD|*y$uS*D
zl3EleSV4qNfhhs00$QLU2~3T$<CSVuqn7J2AjkAF9H`X_ol?%rk>M&*4cKc)9ZH}o
zy$sc>^ePlrC~%z)R|8C?B1oBDM#wN!Mc}vw$knJ`NwRZ8fgIKGa#Scg6hjHE43nWK
zp^}pr#=ZeHMxZ#*vcJ_b9gb-gayg1BaJdr0Wm>&PrY13VW?DJQ%OQYTrBW&M3Q|qr
zsEz<~twx7yP(8}dPo^TZI)zrJ(*T_uLorfI=yZBiC0CKShLkCQQp3w(Uk6G|uOKi5
zisJxPDinl<orf03NK8ZMl&BgID)y68$~1Zzrc~%iQl?g`)OtVym7M>4ocS*>JYq5p
zC_2IfED_-(PT-~pYcoM~gng9SLXexG$Qw7)MkxcRM57rui9}B9!<hvY5()_wj!-)k
z@{szy0;!ZqwF0^sRrU&qDpaNdDpQ9n^1!;{bgG%O*?VUZYjh!^5K#dUZ9yLor4P<n
z5{;zPN*NO^R#t(EMIP(}(g|0iLas*bVaQ|ZOW-s>F)5MC0GgqUX4WHeVp(+-iJ=~a
zdQ?C?>VQNZRv&_Oo2XQ&g|ZshMQSst(BeZ6Usw;{9)>)ou1(6+X7M|UT%pB>@h3s!
zPc7)<p_Gt-0=AfwnDvo7L@v;}L+dV}b#I9ukEK^LmTXLPK4W9EY3&Kwglr1PW}6K1
zfJ#V<$&yUjqDw9!H)zeFH5b&Hx5SUf(wC%Ct&D}uWE!Nj0au}H_DU>jCyIxDJ0w(4
zLLHFE!`dMpm;uEGLv`%W6fVZp9%@sVn-@4YZy!V+Rrh$xNCSoe&FWMP)hSe`f~wQj
z0KP=iX6$jo#G>iM`tT4<821!5?&;nNKpstrfhOgKrX=Sukr#B5pw1LjXST$T$Fif*
z%z$`6Nllh`oH8<oL@s9pqw-L93adLEp~&OvYBCZ-hT9gNZm?1W`bGl#MlI;$p>#7@
zNQ0Cy*s!z}*uerOSimG?0aGjfcrZIztc(?>XduO{R+Ev$8DmP5*WL-bMo@VQtUMjV
z$Rpd)La`B0pp%joGlLu1m}ryB<P57sAg}@h>j*_2S9eyu;wBSdi$+|UY(Fdsg|=Tv
z+us^M9!+m6#Rln9+2VTE!)KH8P9k^q3D>5OPa*lVLm>}ow^tyQzOt>(hO85-Rw1$w
zSs{^qBPMx(J#3qojJ#jv$pQ;k01#IpaczS@9!?2`n{}2%n<8~#pHPuPGKD0wC4M}X
z&NPuCVhi!yZ6{zMGc05lu#ou`_IMyYY0?PHj8Si7x5$fGUFiX>ILyxrnxAhAK^{+c
znhoAFiN^UhIGap4RGLs}3aB(&1IVN4Os5hyD&5)Orz@lqQYj#nudv4hDPi#Vc)<2w
zv-J}3gv(24#sxLwE%D>AbY*awNo}r5h7nCzSto2|T?_hnDBCf>Oj{@^WsEnx+*!<b
zb`*vEqqXBy3zZNt0nh-aNJB(abX3fwh)GR@C)mbDgmWT&7=sii*d{qR$rvr>=9K{q
zi9+6m<=q~JJop|grlcj&igVP%J<E_#VF_)6Kpsvv7EY5<--M<I+yDy8o&+v?YQ-N9
zrY{Gk)M%y|+)Ub9-rC|(ouQWny(~e!EC(d=u==rUP&2K!P>E~>=|7CUEl>q>PB0HD
zWFFKZi#)I%3<ZER#R%rvw5kNA>!INn*zmVOAP=W|ve{@g;kK3!PVAD@2dYqL@ddT`
ztpViG?38S_w`Bw_OrcvZtXuCGMjly73LqH^TaqtkH7V>O4j~m5(w6w~Sb8^ODP_a=
z0B4Ivn>&rddxJq|Nl0hO4uw3VE-4mcQ+D4S?hJt*lE5C)tMKti_T&C=a92BI$DyFa
z>-$Fr9{(_E6pqvt_P%Po{;t>f8qc(0LuNlUFXluzzU>&2cj^5|m+^N(bsKm0@_l^U
z_lp~#ApQ2D4!=D0{%nYN$^lNwo7@o!si{&#7Ou|u<EEnh`F2ZlK1(U<+>V$s;sR2;
zU~x#=tYA)7+qdpP0s=-v9y=No+Hm=|l#sMXx8~%pnicJG?Ws|le{pVRm*?E**W6kK
z`DXCND39Ruln&mNSyD4&9^Jb>K%04Z$=LbVt4`4O9&ln_f8PrvFm`RH$j5hrrcR7o
zSDi8aa_`&^k?Ixd)w9n3o~NVEEaxX==k^%f%ZT<x{?<=J$FKV)t?_}<KQg9gUEhzc
zlpaQiBTsZQqX)0%u4}u2Jo4%8P4B#y-%%0mAv>#$ye1j%o=3$57rAZ5Pe0vRwPPJO
z+D@ZyWaF9%h`w9zsuOGdyspj*p0w^`_nd<j{_l9252GEsx1Y-mchrj+8JO1j4?~Zf
z0s0$1b(w?KTI!R#CWn@Ej4Yc`J~J{~HTvZgUTxXTokqfbn03Jzo%64APuz1J&aToG
z9BkOIyE^sapQpU0tyo)^#9jCLhNei-&Y<jDU&Yq185EVZ96jWA;H}*Ji-Sizrrvt%
zVUIJPgmIEy+inth^7*%myUKT*+g_AT{JVblk!O8+Y>i7ko4yD0z=lpaw4W1Xw<#d<
z!N{0#qjsKXbU8jO@cFr-l!qRVKkENo+~Yi-waYBUOONsb?6qz~s#f*S2)H)KRB>Nj
z^_L+s#_M2Rp9Hm`_xkC+o3k%m=f4*_Ew&KLSY^d0jbXbyy8pb*+3ok03niZ2^48Q8
zHGDsJ(U_T!*sTyv#~ZXiLgubJV+sx^y;Bi-a8Yjl@XGV|2No5U<m{Wetls(C=*(f9
zsJ8pmAXk?J`9<{omHB+-!l+<(^praGUb|&mvIZ^)WM&#JXRy_BO^3a9B1oC*I_h9(
zsyeoP@70AjVnb+I8sakeN8fP$j7@{SOf2Tczfq$Hq`XW1qskz<-8@b7;$5c;_w73W
z_U2QQL|4YvEDIT<oW_&(2AlAaLEGXZ-}!Hd)2Z~WKd+*HU7wlIU^Nc#+c>*uWKm&$
z727VV>9D(18u53TxT|aEDzq#Y4W9V!yrha-CkwPzuWKhNQj5o|G(Y16INr;O%r@t)
zK|3}0W|pbGP~0x8zFB=VOmcSOrO<hW{epXV@n6pWv%L^ms@BR@UU8KmQ&(g?Y7BB+
z>F=rZ@3OZxm~Ob+Z${u@Zf5rPfFaRe--=o~a6!rSl~d~$VjZ)M1u-9I5r$)3V%7(T
zpBTi`XJ@YtQaO0<vKnxpe0%Qvy6XAF2S?h~pNx<!oN#t$ugxKaT~*u!+S*ouG%Q%Y
z_`&4U`1YE#TcLN4EZVg*r6e?<efW2i`;Xo5hxj@-)<Nkz;&*uH@w`2~E0QuM{Mxf>
zTY#&6;&1y)&y<xY2HXpx0?IiNb_<k|g5#GezWlLq@cNk<CzlMk^R%caP9oVfor#sl
zdOxirtS{&Pk2+@V98$fo`zJlGgdXjnA@K_r?|Sy!Zu%j*ctljg%?-VrLb}Is*V(E0
zLlXB?X8b2=RBq0c%PUrgolJ?j+b6EWFS);8)n2O|^?5vRlG-lLLMCOODTrR$zb<J9
zHTUeiZnOQ5bpA9oG_5>ytF-@p%xwwx&tFsOg47oTynk$T0)Er`i|5yV>^geOf$YG6
z*X!5qs*D?%`L;_5C&qp~0#dj%`<v<M{mxC2T=LoQtYOjCrT3!g_Q?TYS?QRI**hO{
z66~do5f|B}3ZFWkOOqa6o3Tils~;jxaS?yDHF}@Cd$r59M?JXlug~crwTj~U*qdcL
z@$9ni_cT7ARVgmYoxa)Icll4F{(ga1^55l~q+5`JFxutZ)6#Rp2f1nYd{mmXqQ?J$
zN53t^tf=HpFUq#?I^BLu92qyQ@0jg#$Px8Pe=i<){I8O(rI~*w40x{9KJ)36lsB}V
zdtY`Vm&m<&=Z5!<o;+n&55L$U<<#Z!V`ayty;nBmMdR5+0pa~Ga{}Hdri5HAKa^fB
znl9De*gSCWs*S`4*_mPD)C{X%`{J(_u6Yv33A5w-BYkU}&wN~3w>Po4afdpi*rN0w
z6f@`RZ8zioTpqA*?RUMn;f|d%<WjAhV$`jip<N@~YJ+z#4!H+<7WeE>dn+-v-?+db
uMGHA8Z7!pciTjgR-%#HmH*`s=avr+c>GZSrrRmZ4PnJy0%Np8)_WvJbuDetK

literal 0
HcmV?d00001

diff --git a/hie.yaml b/hie.yaml
index bfee1c0..3bf85fb 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -147,5 +147,23 @@ cradle:
     - path: "./rules/xla/sub/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-sub"
 
+    - path: "./rules/taso/ewadd/Main.hs"
+      component: "tensor-right:exe:rules-taso-ewadd"
+
+    - path: "./rules/taso/ewadd/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-ewadd"
+
+    - path: "./rules/taso/ewmul/Main.hs"
+      component: "tensor-right:exe:rules-taso-ewmul"
+
+    - path: "./rules/taso/ewmul/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-ewmul"
+
+    - path: "./rules/taso/smul/Main.hs"
+      component: "tensor-right:exe:rules-taso-smul"
+
+    - path: "./rules/taso/smul/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-smul"
+
     - path: "./test"
       component: "tensor-right:test:spec"
diff --git a/package.yaml b/package.yaml
index a1d319c..d84a80c 100644
--- a/package.yaml
+++ b/package.yaml
@@ -189,6 +189,25 @@ executables:
     dependencies: tensor-right
     ghc-options: *exe-ghc-options
     default-extensions: *exe-extensions
+  # TASO Executables
+  rules-taso-ewadd:
+    source-dirs: rules/taso/ewadd
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
+  rules-taso-ewmul:
+    source-dirs: rules/taso/ewmul
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
+  rules-taso-smul:
+    source-dirs: rules/taso/smul
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
   # Other Executables
   rules-debug:
     source-dirs: rules/debug
diff --git a/rules/taso/ewadd/Main.hs b/rules/taso/ewadd/Main.hs
new file mode 100644
index 0000000..b789619
--- /dev/null
+++ b/rules/taso/ewadd/Main.hs
@@ -0,0 +1,45 @@
+module Main (main) where
+
+import Grisette hiding ((-->))
+import TensorRight
+import TensorRight.Internal.DSL.TASO (ewadd)
+
+rule01 :: forall a. NumRule a -- Verify desugaring
+rule01 _ = do
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  tA <- newTensor @a "A" [rclass --> map]
+  tB <- newTensor @a "B" [rclass --> map]
+  lhs <- ewadd tA tB
+  rhs <- numBinOp Add tA tB
+  rewrite "ewadd(A, B) ⇒ Add(A, B)" lhs rhs
+
+rule02 :: forall a. NumRule a -- Associativity
+rule02 _ = do
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  x <- newTensor @a "x" [rclass --> map]
+  y <- newTensor @a "t" [rclass --> map]
+  z <- newTensor @a "z" [rclass --> map]
+  lhs <- ewadd x $ ewadd y z
+  rhs <- ewadd (ewadd x y) z
+  rewrite "ewadd(x, ewadd(y, z)) ⇒ Add(ewadd(x, y), z)" lhs rhs
+
+rule03 :: forall a. NumRule a -- Verify commutative
+rule03 _ = do
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  x <- newTensor @a "x" [rclass --> map]
+  y <- newTensor @a "y" [rclass --> map]
+  lhs <- ewadd x y
+  rhs <- ewadd y x
+  rewrite "ewadd(x, y) ⇒ ewadd(y, x)" lhs rhs
+
+main :: IO ()
+main = do
+  print "############################## rule01 ##############################"
+  verifyNumDSL rule01
+  print "############################## rule02 ##############################"
+  verifyNumDSL rule02
+  print "############################## rule03 ##############################"
+  verifyNumDSL rule03
\ No newline at end of file
diff --git a/rules/taso/ewmul/Main.hs b/rules/taso/ewmul/Main.hs
new file mode 100644
index 0000000..2a43e68
--- /dev/null
+++ b/rules/taso/ewmul/Main.hs
@@ -0,0 +1,58 @@
+module Main (main) where
+
+import Grisette hiding ((-->))
+import TensorRight
+import TensorRight.Internal.DSL.TASO (ewadd, ewmul)
+
+rule01 :: forall a. NumRule a -- Verify desugaring
+rule01 _ = do
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  tA <- newTensor @a "A" [rclass --> map]
+  tB <- newTensor @a "B" [rclass --> map]
+  lhs <- ewmul tA tB
+  rhs <- numBinOp Mul tA tB
+  rewrite "ewmul(A, B) ⇒ Mul(A, B)" lhs rhs
+
+rule02 :: forall a. NumRule a -- Associativity
+rule02 _ = do
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  x <- newTensor @a "x" [rclass --> map]
+  y <- newTensor @a "t" [rclass --> map]
+  z <- newTensor @a "z" [rclass --> map]
+  lhs <- ewmul x $ ewmul y z
+  rhs <- ewmul (ewmul x y) z
+  rewrite "ewmul(x, ewmul(y, z)) ⇒ mul(ewmul(x, y), z)" lhs rhs
+
+rule03 :: forall a. NumRule a -- Verify commutative
+rule03 _ = do
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  x <- newTensor @a "x" [rclass --> map]
+  y <- newTensor @a "y" [rclass --> map]
+  lhs <- ewmul x y
+  rhs <- ewmul y x
+  rewrite "ewmul(x, y) ⇒ ewmul(y, x)" lhs rhs
+
+rule04 :: forall a. NumRule a -- Verify distributivity
+rule04 _ = do
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  x <- newTensor @a "x" [rclass --> map]
+  y <- newTensor @a "y" [rclass --> map]
+  z <- newTensor @a "z" [rclass --> map]
+  lhs <- ewmul (ewadd x y) z
+  rhs <- ewadd (ewmul x z) (ewmul y z)
+  rewrite "ewmul(ewadd(x, y), z) ⇒ ewadd(ewmul(x, z), ewmul(y, z))" lhs rhs
+
+main :: IO ()
+main = do
+  print "############################## rule01 ##############################"
+  verifyNumDSL rule01
+  print "############################## rule02 ##############################"
+  verifyNumDSL rule02
+  print "############################## rule03 ##############################"
+  verifyNumDSL rule03
+  print "############################## rule04 ##############################"
+  verifyNumDSL rule04
\ No newline at end of file
diff --git a/rules/taso/smul/Main.hs b/rules/taso/smul/Main.hs
new file mode 100644
index 0000000..8b313a6
--- /dev/null
+++ b/rules/taso/smul/Main.hs
@@ -0,0 +1,33 @@
+module Main (main) where
+
+import Grisette hiding ((-->))
+import TensorRight
+import TensorRight.Internal.DSL.TASO (smul)
+
+rule01 :: forall a. NumRule a -- Verify desugaring
+rule01 _ = do
+  let s = ("s" :: a)
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  tA <- newTensor @a "A" [rclass --> map]
+  lhs <- smul tA s
+  rhs <- numBinScalarOp Mul tA s
+  rewrite "smul(A, s) ⇒ Mul(A, s)" lhs rhs
+
+rule02 :: forall a. NumRule a -- Verify associativity
+rule02 _ = do
+  let w = ("w" :: a)
+  let y = ("y" :: a)
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  x <- newTensor @a "x" [rclass --> map]
+  lhs <- smul (smul x y) w
+  rhs <- smul x (y * w) -- Multiply the scalars first since smul (y, w) doesn't make sense
+  rewrite "smul(smul(x, y), w) ⇒ smul(x, smul(y, w))" lhs rhs
+
+main :: IO ()
+main = do
+  print "############################## rule01 ##############################"
+  verifyNumDSL rule01
+  print "############################## rule02 ##############################"
+  verifyNumDSL rule02
\ No newline at end of file
diff --git a/src/TensorRight/Internal/DSL/DSL.hs b/src/TensorRight/Internal/DSL/DSL.hs
index 1d78ffb..e381133 100644
--- a/src/TensorRight/Internal/DSL/DSL.hs
+++ b/src/TensorRight/Internal/DSL/DSL.hs
@@ -82,6 +82,7 @@ module TensorRight.Internal.DSL.DSL
     checkSIMap,
     reshapeDegenerate,
     numTensorAssumption,
+    ExprInContext,
   )
 where
 
@@ -487,7 +488,7 @@ numBinScalarOp op lhs' rhs = do
     typeLhs <- typeOf lhs
     assert "lhs must be int or real" $ typeLhs `elem` [IntType, RealType]
     assert "lhs and rhs must have the same dtype" $ toDType rhs == typeLhs
-    return (shapeLhs, IntType)
+    return (shapeLhs, typeLhs)
 
 -- | Boolean binary operation. The lhs and rhs must have the same shape, and
 -- the dtype of lhs and rhs must be 'BoolType'.
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
new file mode 100644
index 0000000..aeb8a1c
--- /dev/null
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -0,0 +1,57 @@
+{-# LANGUAGE AllowAmbiguousTypes #-}
+{-# LANGUAGE ConstraintKinds #-}
+{-# LANGUAGE DerivingVia #-}
+{-# LANGUAGE DuplicateRecordFields #-}
+{-# LANGUAGE FlexibleContexts #-}
+{-# LANGUAGE FlexibleInstances #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE RankNTypes #-}
+{-# LANGUAGE ScopedTypeVariables #-}
+{-# LANGUAGE TypeFamilies #-}
+
+module TensorRight.Internal.DSL.TASO
+  ( ewadd,
+    ewmul,
+    smul,
+  )
+where
+
+import TensorRight.Internal.Core.Tensor
+  ( BoolBinOp (And, Or),
+    DType (BoolType, IntType, RealType),
+    Elem (BoolElem, IntElem, RealElem),
+    NumBinOp (Add, Mul),
+    ToDType (toDType),
+    ToElem (toElem),
+  )
+import TensorRight.Internal.DSL.DSL (DSLContext, Expr, ExprInContext, numBinOp, numBinScalarOp)
+
+-- | TASO's ewadd operator. The lhs and rhs must have the same shape and the type must be either 'IntType' or 'RealType'.
+ewadd ::
+  (ExprInContext lhs, ExprInContext rhs) =>
+  -- | Lhs expression.
+  lhs ->
+  -- | Rhs expression.
+  rhs ->
+  DSLContext Expr
+ewadd = numBinOp Add
+
+-- | TASO's ewmul operator. The lhs and rhs must have the same shape and the type must be either 'IntType' or 'RealType'.
+ewmul ::
+  (ExprInContext lhs, ExprInContext rhs) =>
+  -- | Lhs expression.
+  lhs ->
+  -- | Rhs expression.
+  rhs ->
+  DSLContext Expr
+ewmul = numBinOp Mul
+
+-- | TASO's smul operator. The dtype of lhs must be 'IntType' or 'RealType'.
+smul ::
+  (ExprInContext lhs, ToElem a, ToDType a) =>
+  -- | Lhs expression.
+  lhs ->
+  -- | Rhs scalar.
+  a ->
+  DSLContext Expr
+smul = numBinScalarOp Mul
\ No newline at end of file
diff --git a/tensor-right.cabal b/tensor-right.cabal
index 351eae7..4dca77b 100644
--- a/tensor-right.cabal
+++ b/tensor-right.cabal
@@ -4,803 +4,894 @@ cabal-version: 1.12
 --
 -- see: https://github.com/sol/hpack
 
-name:           tensor-right
-version:        0.1.0.0
-synopsis:       Automated Verification of Tensor Graph Rewrites
-description:    TensorRight is an automatic tool that can be used to verify
-                Tensor Graph Rewrites.
-license:        Apache-2.0
-license-file:   LICENSE
-build-type:     Simple
+name: tensor-right
+version: 0.1.0.0
+synopsis: Automated Verification of Tensor Graph Rewrites
+description: TensorRight is an automatic tool that can be used to verify
+             Tensor Graph Rewrites.
+license: Apache-2.0
+license-file: LICENSE
+build-type: Simple
 
 library
   exposed-modules:
-      TensorRight
-      TensorRight.Internal.Core.Axis
-      TensorRight.Internal.Core.Linearization
-      TensorRight.Internal.Core.Tensor
-      TensorRight.Internal.Core.Tensor.TensorInt
-      TensorRight.Internal.Core.Tensor.Typed
-      TensorRight.Internal.Core.Verify
-      TensorRight.Internal.DSL.BoundInference
-      TensorRight.Internal.DSL.Condition
-      TensorRight.Internal.DSL.DSL
-      TensorRight.Internal.DSL.Eval
-      TensorRight.Internal.DSL.Expr
-      TensorRight.Internal.DSL.Identifier
-      TensorRight.Internal.DSL.Parameters
-      TensorRight.Internal.DSL.RelabelMap
-      TensorRight.Internal.DSL.Shape
-      TensorRight.Internal.DSL.Syntax
-      TensorRight.Internal.DSL.Verify
-      TensorRight.Internal.Util.Error
-      TensorRight.Internal.Util.Pretty
+    TensorRight
+    TensorRight.Internal.Core.Axis
+    TensorRight.Internal.Core.Linearization
+    TensorRight.Internal.Core.Tensor
+    TensorRight.Internal.Core.Tensor.TensorInt
+    TensorRight.Internal.Core.Tensor.Typed
+    TensorRight.Internal.Core.Verify
+    TensorRight.Internal.DSL.BoundInference
+    TensorRight.Internal.DSL.Condition
+    TensorRight.Internal.DSL.DSL
+    TensorRight.Internal.DSL.Eval
+    TensorRight.Internal.DSL.Expr
+    TensorRight.Internal.DSL.Identifier
+    TensorRight.Internal.DSL.Parameters
+    TensorRight.Internal.DSL.RelabelMap
+    TensorRight.Internal.DSL.Shape
+    TensorRight.Internal.DSL.Syntax
+    TensorRight.Internal.DSL.TASO
+    TensorRight.Internal.DSL.Verify
+    TensorRight.Internal.Util.Error
+    TensorRight.Internal.Util.Pretty
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      src
+    src
   ghc-options: -Wextra -Wcompat -Widentities -Wincomplete-record-updates -Wmissing-export-lists -Wmissing-home-modules -Wmissing-import-lists -Wpartial-fields -Wunused-type-patterns -Wno-x-partial -Wno-unrecognised-warning-flags
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-debug
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/debug
+    rules/debug
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
+executable rules-taso-ewadd
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/ewadd
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
+executable rules-taso-ewmul
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/ewmul
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
+executable rules-taso-smul
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/smul
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-add
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/add
+    rules/xla/add
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-broadcast
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/broadcast
+    rules/xla/broadcast
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-clamp
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/clamp
+    rules/xla/clamp
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-compare
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/compare
+    rules/xla/compare
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-concat
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/concat
+    rules/xla/concat
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-conv
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/conv
+    rules/xla/conv
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-divmod
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/divmod
+    rules/xla/divmod
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-dot
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/dot
+    rules/xla/dot
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-dyslice
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/dyslice
+    rules/xla/dyslice
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-dyupslice
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/dyupslice
+    rules/xla/dyupslice
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-generalize
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/generalize
+    rules/xla/generalize
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-iota
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/iota
+    rules/xla/iota
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-logical
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/logical
+    rules/xla/logical
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-max
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/max
+    rules/xla/max
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-mul
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/mul
+    rules/xla/mul
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-not
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/not
+    rules/xla/not
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-pad
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/pad
+    rules/xla/pad
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-reduce
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/reduce
+    rules/xla/reduce
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-relabel
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/relabel
+    rules/xla/relabel
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-reverse
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/reverse
+    rules/xla/reverse
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-select
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/select
+    rules/xla/select
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-slice
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/slice
+    rules/xla/slice
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 executable rules-xla-sub
   main-is: Main.hs
   other-modules:
-      Paths_tensor_right
+    Paths_tensor_right
   hs-source-dirs:
-      rules/xla/sub
+    rules/xla/sub
   default-extensions:
-      DuplicateRecordFields
-      OverloadedStrings
-      TypeApplications
-      AllowAmbiguousTypes
-      ScopedTypeVariables
-      FlexibleContexts
-      RankNTypes
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , text
-    , unordered-containers
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
   default-language: Haskell2010
 
 test-suite spec
   type: exitcode-stdio-1.0
   main-is: Main.hs
   other-modules:
-      Core.LinearizationTest
-      Core.TensorTest
-      TestUtil
-      Paths_tensor_right
+    Core.LinearizationTest
+    Core.TensorTest
+    TestUtil
+    Paths_tensor_right
   hs-source-dirs:
-      test
+    test
   ghc-options: -threaded -rtsopts -with-rtsopts=-N
   build-depends:
-      HUnit >=1.6
-    , QuickCheck
-    , base >=4.14 && <5
-    , deepseq
-    , grisette ==0.11.*
-    , hashable
-    , mtl
-    , ordered-containers
-    , prettyprinter
-    , sbv
-    , template-haskell
-    , tensor-right
-    , test-framework >=0.8.2 && <0.9
-    , test-framework-hunit >=0.3.0.2 && <0.4
-    , test-framework-quickcheck2 >=0.3.0.5 && <0.4
-    , text
-    , unordered-containers
+    HUnit >=1.6,
+    QuickCheck,
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    test-framework >=0.8.2 && <0.9,
+    test-framework-hunit >=0.3.0.2 && <0.4,
+    test-framework-quickcheck2 >=0.3.0.5 && <0.4,
+    text,
+    unordered-containers
   default-language: Haskell2010

From c9792695eafa2295bd880ee28e265aa8b0c0cd3a Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Fri, 15 Aug 2025 09:05:18 -0700
Subject: [PATCH 02/25] Added associativity and distributive operator
 properties to smul

---
 rules/taso/smul/Main.hs              | 30 ++++++++++++++++++++++++++--
 src/TensorRight/Internal/DSL/TASO.hs |  2 +-
 2 files changed, 29 insertions(+), 3 deletions(-)

diff --git a/rules/taso/smul/Main.hs b/rules/taso/smul/Main.hs
index 8b313a6..8372fc6 100644
--- a/rules/taso/smul/Main.hs
+++ b/rules/taso/smul/Main.hs
@@ -2,7 +2,7 @@ module Main (main) where
 
 import Grisette hiding ((-->))
 import TensorRight
-import TensorRight.Internal.DSL.TASO (smul)
+import TensorRight.Internal.DSL.TASO (ewadd, ewmul, smul)
 
 rule01 :: forall a. NumRule a -- Verify desugaring
 rule01 _ = do
@@ -25,9 +25,35 @@ rule02 _ = do
   rhs <- smul x (y * w) -- Multiply the scalars first since smul (y, w) doesn't make sense
   rewrite "smul(smul(x, y), w) ⇒ smul(x, smul(y, w))" lhs rhs
 
+rule03 :: forall a. NumRule a -- Distributivity
+rule03 _ = do
+  let w = ("w" :: a)
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  x <- newTensor @a "x" [rclass --> map]
+  y <- newTensor @a "y" [rclass --> map]
+  lhs <- smul (ewadd x y) w
+  rhs <- ewadd (smul x w) (smul y w)
+  rewrite "smul(ewadd(x, y), w) ⇒ ewadd(smul(x, w), smul(y, w))" lhs rhs
+
+rule04 :: forall a. NumRule a -- Operator commutativity
+rule04 _ = do
+  let w = ("w" :: a)
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  x <- newTensor @a "x" [rclass --> map]
+  y <- newTensor @a "y" [rclass --> map]
+  lhs <- smul (ewmul x y) w
+  rhs <- ewmul x (smul y w)
+  rewrite "smul(ewmul(x, y), w) ⇒ ewmul(x, smul(y, w))" lhs rhs
+
 main :: IO ()
 main = do
   print "############################## rule01 ##############################"
   verifyNumDSL rule01
   print "############################## rule02 ##############################"
-  verifyNumDSL rule02
\ No newline at end of file
+  verifyNumDSL rule02
+  print "############################## rule03 ##############################"
+  verifyNumDSL rule03
+  print "############################## rule04 ##############################"
+  verifyNumDSL rule04
\ No newline at end of file
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index aeb8a1c..db2d71e 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -54,4 +54,4 @@ smul ::
   -- | Rhs scalar.
   a ->
   DSLContext Expr
-smul = numBinScalarOp Mul
\ No newline at end of file
+smul = numBinScalarOp Mul

From 34aa319fc85ac9feb28dceaff6a8c3bb9e2f580c Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Fri, 15 Aug 2025 10:43:15 -0700
Subject: [PATCH 03/25] Finished TASO Relu

---
 hie.yaml                             |  6 ++++++
 package.yaml                         |  6 ++++++
 rules/taso/relu/Main.hs              | 24 ++++++++++++++++++++++
 src/TensorRight/Internal/DSL/TASO.hs | 23 ++++++++++++---------
 tensor-right.cabal                   | 30 ++++++++++++++++++++++++++++
 5 files changed, 80 insertions(+), 9 deletions(-)
 create mode 100644 rules/taso/relu/Main.hs

diff --git a/hie.yaml b/hie.yaml
index 3bf85fb..67da438 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -165,5 +165,11 @@ cradle:
     - path: "./rules/taso/smul/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-smul"
 
+    - path: "./rules/taso/relu/Main.hs"
+      component: "tensor-right:exe:rules-taso-relu"
+
+    - path: "./rules/taso/relu/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-relu"
+
     - path: "./test"
       component: "tensor-right:test:spec"
diff --git a/package.yaml b/package.yaml
index d84a80c..0a406b9 100644
--- a/package.yaml
+++ b/package.yaml
@@ -208,6 +208,12 @@ executables:
     dependencies: tensor-right
     ghc-options: *exe-ghc-options
     default-extensions: *exe-extensions
+  rules-taso-relu:
+    source-dirs: rules/taso/relu
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
   # Other Executables
   rules-debug:
     source-dirs: rules/debug
diff --git a/rules/taso/relu/Main.hs b/rules/taso/relu/Main.hs
new file mode 100644
index 0000000..154e068
--- /dev/null
+++ b/rules/taso/relu/Main.hs
@@ -0,0 +1,24 @@
+import Grisette hiding ((-->))
+import TensorRight
+import TensorRight.Internal.DSL.TASO (relu)
+
+rule01 :: forall a. NumRule a -- Verify desugaring
+rule01 _ = do
+  rclass <- newRClass "rclass"
+  map <- newMap "map" rclass
+  tA <- newTensor @a "A" [rclass --> map]
+  lhs <- relu @a tA
+  rhs <- clampScalar @a 0 tA posInf
+  rewrite "relu(A) ⇒ Clamp(0, A, inf)" lhs rhs
+
+main :: IO ()
+main = do
+  print "############################## rule01 ##############################"
+  verifyNumDSL rule01
+
+--   print "############################## rule02 ##############################"
+--   verifyNumDSL rule02
+--   print "############################## rule03 ##############################"
+--   verifyNumDSL rule03
+--   print "############################## rule04 ##############################"
+--   verifyNumDSL rule04
\ No newline at end of file
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index db2d71e..2f630c8 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -7,24 +7,20 @@
 {-# LANGUAGE MultiParamTypeClasses #-}
 {-# LANGUAGE RankNTypes #-}
 {-# LANGUAGE ScopedTypeVariables #-}
+{-# LANGUAGE TypeApplications #-}
 {-# LANGUAGE TypeFamilies #-}
 
 module TensorRight.Internal.DSL.TASO
   ( ewadd,
     ewmul,
     smul,
+    relu,
   )
 where
 
-import TensorRight.Internal.Core.Tensor
-  ( BoolBinOp (And, Or),
-    DType (BoolType, IntType, RealType),
-    Elem (BoolElem, IntElem, RealElem),
-    NumBinOp (Add, Mul),
-    ToDType (toDType),
-    ToElem (toElem),
-  )
-import TensorRight.Internal.DSL.DSL (DSLContext, Expr, ExprInContext, numBinOp, numBinScalarOp)
+import TensorRight (NumBinOp (Add, Mul), ToElem, posInf)
+import TensorRight.Internal.Core.Tensor (ToDType)
+import TensorRight.Internal.DSL.DSL (DSLContext, Expr, ExprInContext, ValidNum, clampScalar, numBinOp, numBinScalarOp)
 
 -- | TASO's ewadd operator. The lhs and rhs must have the same shape and the type must be either 'IntType' or 'RealType'.
 ewadd ::
@@ -55,3 +51,12 @@ smul ::
   a ->
   DSLContext Expr
 smul = numBinScalarOp Mul
+
+-- | TASO's relu operator
+relu ::
+  forall a lhs.
+  (ExprInContext lhs, ValidNum a) =>
+  -- | The tensor to clamp
+  lhs ->
+  DSLContext Expr
+relu e = clampScalar @a 0 e posInf
\ No newline at end of file
diff --git a/tensor-right.cabal b/tensor-right.cabal
index 4dca77b..908cec4 100644
--- a/tensor-right.cabal
+++ b/tensor-right.cabal
@@ -145,6 +145,36 @@ executable rules-taso-ewmul
     unordered-containers
   default-language: Haskell2010
 
+executable rules-taso-relu
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/relu
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
 executable rules-taso-smul
   main-is: Main.hs
   other-modules:

From a8a2103adb0f7c8bd6b2cc602ab3ecd8b5e9e136 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Fri, 15 Aug 2025 20:16:01 -0700
Subject: [PATCH 04/25] finished concat rules

---
 hie.yaml                             |  6 ++++++
 package.yaml                         |  6 ++++++
 rules/taso/relu/Main.hs              |  9 +--------
 src/TensorRight/Internal/DSL/TASO.hs | 21 ++++++++++++++++---
 tensor-right.cabal                   | 30 ++++++++++++++++++++++++++++
 5 files changed, 61 insertions(+), 11 deletions(-)

diff --git a/hie.yaml b/hie.yaml
index 67da438..245ca10 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -171,5 +171,11 @@ cradle:
     - path: "./rules/taso/relu/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-relu"
 
+    - path: "./rules/taso/concat/Main.hs"
+      component: "tensor-right:exe:rules-taso-concat"
+
+    - path: "./rules/taso/concat/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-concat"
+
     - path: "./test"
       component: "tensor-right:test:spec"
diff --git a/package.yaml b/package.yaml
index 0a406b9..3727b97 100644
--- a/package.yaml
+++ b/package.yaml
@@ -214,6 +214,12 @@ executables:
     dependencies: tensor-right
     ghc-options: *exe-ghc-options
     default-extensions: *exe-extensions
+  rules-taso-concat:
+    source-dirs: rules/taso/concat
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
   # Other Executables
   rules-debug:
     source-dirs: rules/debug
diff --git a/rules/taso/relu/Main.hs b/rules/taso/relu/Main.hs
index 154e068..d344306 100644
--- a/rules/taso/relu/Main.hs
+++ b/rules/taso/relu/Main.hs
@@ -14,11 +14,4 @@ rule01 _ = do
 main :: IO ()
 main = do
   print "############################## rule01 ##############################"
-  verifyNumDSL rule01
-
---   print "############################## rule02 ##############################"
---   verifyNumDSL rule02
---   print "############################## rule03 ##############################"
---   verifyNumDSL rule03
---   print "############################## rule04 ##############################"
---   verifyNumDSL rule04
\ No newline at end of file
+  verifyNumDSL rule01
\ No newline at end of file
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index 2f630c8..da179c1 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -9,18 +9,21 @@
 {-# LANGUAGE ScopedTypeVariables #-}
 {-# LANGUAGE TypeApplications #-}
 {-# LANGUAGE TypeFamilies #-}
+{-# OPTIONS_GHC -Wno-missing-import-lists #-}
 
 module TensorRight.Internal.DSL.TASO
   ( ewadd,
     ewmul,
     smul,
     relu,
+    concat,
   )
 where
 
-import TensorRight (NumBinOp (Add, Mul), ToElem, posInf)
+import TensorRight (NumBinOp (Add, Mul), ToElem, concatTensor, posInf)
 import TensorRight.Internal.Core.Tensor (ToDType)
-import TensorRight.Internal.DSL.DSL (DSLContext, Expr, ExprInContext, ValidNum, clampScalar, numBinOp, numBinScalarOp)
+import TensorRight.Internal.DSL.DSL (DSLContext, Expr, ExprInContext, RClassRef, ValidNum, clampScalar, numBinOp, numBinScalarOp)
+import Prelude hiding (concat)
 
 -- | TASO's ewadd operator. The lhs and rhs must have the same shape and the type must be either 'IntType' or 'RealType'.
 ewadd ::
@@ -59,4 +62,16 @@ relu ::
   -- | The tensor to clamp
   lhs ->
   DSLContext Expr
-relu e = clampScalar @a 0 e posInf
\ No newline at end of file
+relu e = clampScalar @a 0 e posInf
+
+-- | TASO's concat operator
+concat ::
+  (ExprInContext lhs, ExprInContext rhs) =>
+  -- | The aggregated-axis to concat on.
+  RClassRef ->
+  -- | The left-hand side tensor.
+  lhs ->
+  -- | The right-hand side tensor.
+  rhs ->
+  DSLContext Expr
+concat axis lhs' rhs' = concatTensor lhs' rhs' axis
\ No newline at end of file
diff --git a/tensor-right.cabal b/tensor-right.cabal
index 908cec4..73b155b 100644
--- a/tensor-right.cabal
+++ b/tensor-right.cabal
@@ -85,6 +85,36 @@ executable rules-debug
     unordered-containers
   default-language: Haskell2010
 
+executable rules-taso-concat
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/concat
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
 executable rules-taso-ewadd
   main-is: Main.hs
   other-modules:

From 60c282e4060442a2611f5093d7f41d5a79100d0e Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Fri, 15 Aug 2025 22:21:27 -0700
Subject: [PATCH 05/25] added geometry rule for concat

---
 rules/taso/concat/Main.hs            | 135 +++++++++++++++++++++++++++
 src/TensorRight/Internal/DSL/TASO.hs |  13 ++-
 2 files changed, 147 insertions(+), 1 deletion(-)
 create mode 100644 rules/taso/concat/Main.hs

diff --git a/rules/taso/concat/Main.hs b/rules/taso/concat/Main.hs
new file mode 100644
index 0000000..fc006fd
--- /dev/null
+++ b/rules/taso/concat/Main.hs
@@ -0,0 +1,135 @@
+{-# OPTIONS_GHC -Wno-missing-import-lists #-}
+
+import Grisette hiding ((-->))
+import TensorRight
+import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, relu, smul)
+import Prelude hiding (concat)
+
+desugarOneRole :: forall a. NumRule a -- Concate with only one rclass
+desugarOneRole _ = do
+  r <- newRClass "r"
+  s <- newMap "s" r
+  a <- newTensor @a "A" [r --> s]
+  b <- newTensor @a "B" [r --> s]
+  let d = ByRClass r
+  lhs <- concat d a b
+  rhs <- concatTensor a b d
+  rewrite "concat(d, A, B) ⇒ Concatenate((A, B), d)" lhs rhs
+
+desugarMultiRole :: forall a. NumRule a -- Concatenate with multiple Rclasses
+desugarMultiRole _ = do
+  [batch, cat, spatial] <- newRClasses ["batch", "cat", "spatial"]
+  bS <- newMap "bS" batch
+  cS <- newMap "cS" cat
+  sS <- newMap "sS" spatial
+  a <- newTensor @a "A" [batch --> bS, cat --> cS, spatial --> sS]
+  b <- newTensor @a "B" [batch --> bS, cat --> cS, spatial --> sS]
+  let d = ByRClass cat
+  lhs <- concat d a b
+  rhs <- concatTensor a b d
+  rewrite "concat(d, A, B) ⇒ Concatenate((A, B), d)" lhs rhs
+
+desugarLabelledCopy :: forall a. NumRule a -- Concatenate with duplicate RClasses
+desugarLabelledCopy _ = do
+  r <- newRClass "r"
+  [sL, sR] <- newMaps ["sL", "sR"] r
+  a <- newTensor @a "A" [r --> sL @@ "L", r --> sR @@ "R"]
+  b <- newTensor @a "B" [r --> sL @@ "L", r --> sR @@ "R"]
+  let d = ByLabel "R"
+  lhs <- concat d a b
+  rhs <- concatTensor a b d
+  rewrite "concat(d, A, B) ⇒ Concatenate((A, B), d)" lhs rhs
+
+desugarConcatList :: forall a. NumRule a
+desugarConcatList _ = do
+  r <- newRClass "r"
+  s <- newMap "s" r
+  xs <- traverse (\n -> newTensor @a n [r --> s]) ["X", "Y", "Z"]
+  lhs1 <- concat (ByRClass r) (xs !! 0) (xs !! 1)
+  lhs <- concat (ByRClass r) lhs1 (xs !! 2)
+  rhs <- concatTensorList xs (ByRClass r)
+  rewrite "concat(concat(X, Y), Z) ⇒ concatTensorList(X, Y, Z)" lhs rhs
+
+smulAssociativity :: forall a. NumRule a
+smulAssociativity _ = do
+  let w = ("w" :: a)
+  r <- newRClass "r"
+  s <- newMap "s" r
+  x <- newTensor @a "x" [r --> s]
+  y <- newTensor @a "y" [r --> s]
+  let d = ByRClass r
+  lhs <- concat d (smul x w) (smul y w)
+  rhs <- smul (concat d x y) w
+  rewrite "concat(d, smul(x, w), smul(y, w)) ⇒ smul(concat(d, x, y), w)" lhs rhs
+
+ewaddAssociativity :: forall a. NumRule a
+ewaddAssociativity _ = do
+  r <- newRClass "r"
+  s <- newMap "s" r
+  x <- newTensor @a "x" [r --> s]
+  y <- newTensor @a "y" [r --> s]
+  z <- newTensor @a "z" [r --> s]
+  w <- newTensor @a "w" [r --> s]
+  let d = ByRClass r
+  lhs <- concat d (ewadd x y) (ewadd z w)
+  rhs <- ewadd (concat d x z) (concat d y w)
+  rewrite "concat(d, ewadd(x, y), ewadd(z, w)) ⇒ ewadd(concat(d, x, z), concat(d, y, w))" lhs rhs
+
+ewmulAssociativity :: forall a. NumRule a
+ewmulAssociativity _ = do
+  r <- newRClass "r"
+  s <- newMap "s" r
+  x <- newTensor @a "x" [r --> s]
+  y <- newTensor @a "y" [r --> s]
+  z <- newTensor @a "z" [r --> s]
+  w <- newTensor @a "w" [r --> s]
+  let d = ByRClass r
+  lhs <- concat d (ewmul x y) (ewmul z w)
+  rhs <- ewmul (concat d x z) (concat d y w)
+  rewrite "concat(d, ewmul(x, y), ewmul(z, w)) ⇒ ewmul(concat(d, x, z), concat(d, y, w))" lhs rhs
+
+reluAssociativity :: forall a. NumRule a
+reluAssociativity _ = do
+  r <- newRClass "r"
+  s <- newMap "s" r
+  x <- newTensor @a "x" [r --> s]
+  y <- newTensor @a "y" [r --> s]
+  let d = ByRClass r
+  lhs <- concat d (relu @a x) (relu @a y)
+  rhs <- relu @a $ concat d x y
+  rewrite "" lhs rhs
+
+geometry :: forall a. NumRule a
+geometry _ = do
+  [d0, d1, d2] <- newRClasses ["d0", "d1", "d2"]
+  d0S <- newMap "d0S" d0
+  d1S <- newMap "d1S" d1
+  d2S <- newMap "d2S" d2
+  x <- newTensor @a "x" [d0 --> d0S, d1 --> d1S, d2 --> d2S]
+  y <- newTensor @a "y" [d0 --> d0S, d1 --> d1S, d2 --> d2S]
+  z <- newTensor @a "z" [d0 --> d0S, d1 --> d1S, d2 --> d2S]
+  w <- newTensor @a "w" [d0 --> d0S, d1 --> d1S, d2 --> d2S]
+  lhs <- concat (ByRClass d0) (concat (ByRClass d1) x y) (concat (ByRClass d1) z w)
+  rhs <- concat (ByRClass d1) (concat (ByRClass d0) x z) (concat (ByRClass d0) y w)
+  rewrite "concat(d0, concat(d1, x, y), concat(d1, z, w)) ⇒ concat(d1, concat(d0, x, z), concat(0, y, w))" lhs rhs
+
+main :: IO ()
+main = do
+  print "######################## desugarOneRole ########################"
+  verifyNumDSL desugarOneRole
+  print "######################## desugarMultiRole ######################"
+  verifyNumDSL desugarMultiRole
+  print "######################## desugarLabelledCopy ###################"
+  verifyNumDSL desugarLabelledCopy
+  print "######################## desugarConcatList #####################"
+  verifyNumDSL desugarConcatList
+  print "######################## smulAssociativity #####################"
+  verifyNumDSL smulAssociativity
+  print "######################## ewaddAssociativity ####################"
+  verifyNumDSL ewaddAssociativity
+  print "######################## ewmulAssociativity ####################"
+  verifyNumDSL ewmulAssociativity
+  print "######################## reluAssociativity ####################"
+  verifyNumDSL reluAssociativity
+  print "######################## geometry #############################"
+  verifyNumDSL geometry
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index da179c1..761dbbc 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -23,6 +23,7 @@ where
 import TensorRight (NumBinOp (Add, Mul), ToElem, concatTensor, posInf)
 import TensorRight.Internal.Core.Tensor (ToDType)
 import TensorRight.Internal.DSL.DSL (DSLContext, Expr, ExprInContext, RClassRef, ValidNum, clampScalar, numBinOp, numBinScalarOp)
+import TensorRight.Internal.DSL.Parameters (ParamDesc)
 import Prelude hiding (concat)
 
 -- | TASO's ewadd operator. The lhs and rhs must have the same shape and the type must be either 'IntType' or 'RealType'.
@@ -74,4 +75,14 @@ concat ::
   -- | The right-hand side tensor.
   rhs ->
   DSLContext Expr
-concat axis lhs' rhs' = concatTensor lhs' rhs' axis
\ No newline at end of file
+concat axis lhs' rhs' = concatTensor lhs' rhs' axis
+
+-- -- | TASO's enlarge operator
+-- enlarge ::
+--   (ExprInContext e, ToElem v, ToDType v) =>
+--   -- | The tensor to enlarge.
+--   e ->
+--   [ParamDesc] ->
+--   DSLContext Expr
+
+-- enlarge e
\ No newline at end of file

From 1ecd2d117e7f194def6cbde24c27e944263798a2 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Wed, 20 Aug 2025 15:48:56 -0700
Subject: [PATCH 06/25] Finished transpose implementation and added colored
 printing to verifyNumDSL

---
 hie.yaml                               |   6 +
 package.yaml                           |   6 +
 rules/taso/concat/Main.hs              |  18 +-
 rules/taso/enlarge/Main.hs             |   0
 rules/taso/transpose/Main.hs           | 217 +++++++++++++++++++++++++
 src/TensorRight/Internal/DSL/DSL.hs    |  43 ++++-
 src/TensorRight/Internal/DSL/TASO.hs   |  27 ++-
 src/TensorRight/Internal/DSL/Verify.hs |  11 +-
 tensor-right.cabal                     |  30 ++++
 9 files changed, 337 insertions(+), 21 deletions(-)
 create mode 100644 rules/taso/enlarge/Main.hs
 create mode 100644 rules/taso/transpose/Main.hs

diff --git a/hie.yaml b/hie.yaml
index 245ca10..adca2a6 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -177,5 +177,11 @@ cradle:
     - path: "./rules/taso/concat/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-concat"
 
+    - path: "./rules/taso/transpose/Main.hs"
+      component: "tensor-right:exe:rules-taso-transpose"
+
+    - path: "./rules/taso/transpose/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-transpose"
+
     - path: "./test"
       component: "tensor-right:test:spec"
diff --git a/package.yaml b/package.yaml
index 3727b97..f667641 100644
--- a/package.yaml
+++ b/package.yaml
@@ -220,6 +220,12 @@ executables:
     dependencies: tensor-right
     ghc-options: *exe-ghc-options
     default-extensions: *exe-extensions
+  rules-taso-transpose:
+    source-dirs: rules/taso/transpose
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
   # Other Executables
   rules-debug:
     source-dirs: rules/debug
diff --git a/rules/taso/concat/Main.hs b/rules/taso/concat/Main.hs
index fc006fd..ab420fd 100644
--- a/rules/taso/concat/Main.hs
+++ b/rules/taso/concat/Main.hs
@@ -8,9 +8,9 @@ import Prelude hiding (concat)
 desugarOneRole :: forall a. NumRule a -- Concate with only one rclass
 desugarOneRole _ = do
   r <- newRClass "r"
-  s <- newMap "s" r
-  a <- newTensor @a "A" [r --> s]
-  b <- newTensor @a "B" [r --> s]
+  [sa, sb] <- newMaps ["sa", "sb"] r
+  a <- newTensor @a "A" [r --> sa]
+  b <- newTensor @a "B" [r --> sb]
   let d = ByRClass r
   lhs <- concat d a b
   rhs <- concatTensor a b d
@@ -20,10 +20,10 @@ desugarMultiRole :: forall a. NumRule a -- Concatenate with multiple Rclasses
 desugarMultiRole _ = do
   [batch, cat, spatial] <- newRClasses ["batch", "cat", "spatial"]
   bS <- newMap "bS" batch
-  cS <- newMap "cS" cat
+  [cSa, cSb] <- newMaps ["cSa", "cSb"] cat
   sS <- newMap "sS" spatial
-  a <- newTensor @a "A" [batch --> bS, cat --> cS, spatial --> sS]
-  b <- newTensor @a "B" [batch --> bS, cat --> cS, spatial --> sS]
+  a <- newTensor @a "A" [batch --> bS, cat --> cSa, spatial --> sS]
+  b <- newTensor @a "B" [batch --> bS, cat --> cSb, spatial --> sS]
   let d = ByRClass cat
   lhs <- concat d a b
   rhs <- concatTensor a b d
@@ -32,9 +32,9 @@ desugarMultiRole _ = do
 desugarLabelledCopy :: forall a. NumRule a -- Concatenate with duplicate RClasses
 desugarLabelledCopy _ = do
   r <- newRClass "r"
-  [sL, sR] <- newMaps ["sL", "sR"] r
-  a <- newTensor @a "A" [r --> sL @@ "L", r --> sR @@ "R"]
-  b <- newTensor @a "B" [r --> sL @@ "L", r --> sR @@ "R"]
+  [sL, sRa, sRb] <- newMaps ["sL", "sRa", "sRb"] r
+  a <- newTensor @a "A" [r --> sL @@ "L", r --> sRa @@ "R"]
+  b <- newTensor @a "B" [r --> sL @@ "L", r --> sRb @@ "R"]
   let d = ByLabel "R"
   lhs <- concat d a b
   rhs <- concatTensor a b d
diff --git a/rules/taso/enlarge/Main.hs b/rules/taso/enlarge/Main.hs
new file mode 100644
index 0000000..e69de29
diff --git a/rules/taso/transpose/Main.hs b/rules/taso/transpose/Main.hs
new file mode 100644
index 0000000..bdb8b91
--- /dev/null
+++ b/rules/taso/transpose/Main.hs
@@ -0,0 +1,217 @@
+module Main (main) where
+
+import Grisette hiding ((-->))
+import TensorRight
+import TensorRight.Internal.DSL.DSL (transpose2DSingleton, twoRefsOf, twoSingletonRefsOf)
+import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, relu, smul, transpose, transposeSingleton)
+import Prelude hiding (concat)
+
+-- ############################# (Rewrite rules not enforcing singleton) ############################
+-- Desugaring for general TASO transpose
+desugarTranspose :: forall a. AnyDTypeRule a
+desugarTranspose _ = do
+  rclass <- newRClass "rclass"
+  s1 <- newMap "s1" rclass
+  s2 <- newMap "s2" rclass
+  tA <- newTensor @a "A" [rclass --> s1 @@ "L", rclass --> s2 @@ "R"]
+  lhs <- transpose tA
+  (a, b) <- twoRefsOf tA
+  rhs <- relabel tA [ByLabel "L" --> ByLabel "R", ByLabel "R" --> ByLabel "L"]
+  rewrite "transpose(A) ⇒ relabel(A, swap)" lhs rhs
+
+inverse :: forall a. AnyDTypeRule a
+inverse _ = do
+  rclass <- newRClass "rclass"
+  s1 <- newMap "s1" rclass
+  s2 <- newMap "s2" rclass
+  tA <- newTensor @a "A" [rclass --> s1 @@ "L", rclass --> s2 @@ "R"]
+  lhs <- transpose $ transpose tA
+  rewrite "transpose(transpose(A)) ⇒ A" lhs tA
+
+-- transpose(ewadd(x, y)) = ewadd(transpose(x), transpose(y))
+transposeEwadd :: forall a. NumRule a
+transposeEwadd _ = do
+  r <- newRClass "r"
+  sL <- newMap "sL" r
+  sR <- newMap "sR" r
+  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
+  y <- newTensor @a "y" [r --> sL @@ "L", r --> sR @@ "R"]
+  lhs <- transpose (ewadd x y)
+  rhs <- ewadd (transpose x) (transpose y)
+  rewrite "transpose(ewadd(x,y)) ⇒ ewadd(transpose(x), transpose(y))" lhs rhs
+
+-- transpose(ewmul(x, y)) = ewmul(transpose(x), transpose(y))
+transposeEwmul :: forall a. NumRule a
+transposeEwmul _ = do
+  r <- newRClass "r"
+  sL <- newMap "sL" r
+  sR <- newMap "sR" r
+  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
+  y <- newTensor @a "y" [r --> sL @@ "L", r --> sR @@ "R"]
+  lhs <- transpose (ewmul x y)
+  rhs <- ewmul (transpose x) (transpose y)
+  rewrite "transpose(ewmul(x,y)) ⇒ ewmul(transpose(x), transpose(y))" lhs rhs
+
+-- transpose(smul(x, w)) = smul(transpose(x), w)
+transposeSmul :: forall a. NumRule a
+transposeSmul _ = do
+  r <- newRClass "r"
+  sL <- newMap "sL" r
+  sR <- newMap "sR" r
+  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
+  let w = ("w" :: a)
+  lhs <- transpose (smul x w)
+  rhs <- smul (transpose x) w
+  rewrite "transpose(smul(x,w)) ⇒ smul(transpose(x), w)" lhs rhs
+
+-- transpose(relu(x)) = relu(transpose(x))
+transposeRelu :: forall a. NumRule a
+transposeRelu _ = do
+  r <- newRClass "r"
+  sL <- newMap "sL" r
+  sR <- newMap "sR" r
+  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
+  lhs <- transpose (relu @a x)
+  rhs <- relu @a (transpose x)
+  rewrite "transpose(relu(x)) ⇒ relu(transpose(x))" lhs rhs
+
+-- concat(1, transpose(x), transpose(y)) = transpose(concat(0, x, y))
+transposeConcat :: forall a. AnyDTypeRule a
+transposeConcat _ = do
+  -- Use same rclass with two labels for 2D
+  r <- newRClass "r"
+  sLx <- newMap "sLx" r
+  sRx <- newMap "sRx" r
+  sLy <- newMap "sLy" r
+  sRy <- newMap "sRy" r
+  x <- newTensor @a "x" [r --> sLx @@ "L", r --> sRx @@ "R"]
+  y <- newTensor @a "y" [r --> sLy @@ "L", r --> sRy @@ "R"]
+  -- concat along label "R" (axis 1), then transpose should move concat to axis 0 (label "L")
+  let axis1 = ByLabel "R"
+  let axis0 = ByLabel "L"
+  lhs <- concat axis1 (transpose x) (transpose y)
+  rhs <- transpose (concat axis0 x y)
+  rewrite "concat(1, transpose(x), transpose(y)) ⇒ transpose(concat(0, x, y))" lhs rhs
+
+-- -- ############################# (Rewrite rules enforcing singleton) ############################
+-- ############################# (Rewrite rules enforcing singleton) ############################
+-- Desugaring for TASO singleton transpose
+desugarTransposeSingleton :: forall a. AnyDTypeRule a
+desugarTransposeSingleton _ = do
+  rclass <- newRClass "rclassS"
+  s1 <- newMap "s1S" rclass
+  s2 <- newMap "s2S" rclass
+  tA <- newTensor @a "A" [rclass --> s1 @@ "L", rclass --> s2 @@ "R"]
+  _ <- iota [rclass --> s1] (ByRClass rclass)
+  lhs <- transposeSingleton tA
+  rhs <- relabel tA [ByLabel "L" --> ByLabel "R", ByLabel "R" --> ByLabel "L"]
+  rewrite "transposeSingleton(A) ⇒ relabel(A, swap)" lhs rhs
+
+inverseSingleton :: forall a. AnyDTypeRule a
+inverseSingleton _ = do
+  rclass <- newRClass "rclassS"
+  s1 <- newMap "s1S" rclass
+  s2 <- newMap "s2S" rclass
+  tA <- newTensor @a "A" [rclass --> s1 @@ "L", rclass --> s2 @@ "R"]
+  _ <- iota [rclass --> s1] (ByRClass rclass)
+  lhs <- transposeSingleton $ transposeSingleton tA
+  rewrite "transposeSingleton(transposeSingleton(A)) ⇒ A" lhs tA
+
+-- transposeSingleton(ewadd(x, y)) = ewadd(transposeSingleton(x), transposeSingleton(y))
+transposeSingletonEwadd :: forall a. NumRule a
+transposeSingletonEwadd _ = do
+  r <- newRClass "rS"
+  sL <- newMap "sLS" r
+  sR <- newMap "sRS" r
+  _ <- iota [r --> sL] (ByRClass r)
+  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
+  y <- newTensor @a "y" [r --> sL @@ "L", r --> sR @@ "R"]
+  lhs <- transposeSingleton (ewadd x y)
+  rhs <- ewadd (transposeSingleton x) (transposeSingleton y)
+  rewrite "transposeSingleton(ewadd(x,y)) ⇒ ewadd(transposeSingleton(x), transposeSingleton(y))" lhs rhs
+
+-- transposeSingleton(ewmul(x, y)) = ewmul(transposeSingleton(x), transposeSingleton(y))
+transposeSingletonEwmul :: forall a. NumRule a
+transposeSingletonEwmul _ = do
+  r <- newRClass "rS"
+  sL <- newMap "sLS" r
+  sR <- newMap "sRS" r
+  _ <- iota [r --> sL] (ByRClass r)
+  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
+  y <- newTensor @a "y" [r --> sL @@ "L", r --> sR @@ "R"]
+  lhs <- transposeSingleton (ewmul x y)
+  rhs <- ewmul (transposeSingleton x) (transposeSingleton y)
+  rewrite "transposeSingleton(ewmul(x,y)) ⇒ ewmul(transposeSingleton(x), transposeSingleton(y))" lhs rhs
+
+-- transposeSingleton(smul(x, w)) = smul(transposeSingleton(x), w)
+transposeSingletonSmul :: forall a. NumRule a
+transposeSingletonSmul _ = do
+  r <- newRClass "rS"
+  sL <- newMap "sLS" r
+  sR <- newMap "sRS" r
+  _ <- iota [r --> sL] (ByRClass r)
+  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
+  let w = ("w" :: a)
+  lhs <- transposeSingleton (smul x w)
+  rhs <- smul (transposeSingleton x) w
+  rewrite "transposeSingleton(smul(x,w)) ⇒ smul(transposeSingleton(x), w)" lhs rhs
+
+-- transposeSingleton(relu(x)) = relu(transposeSingleton(x))
+transposeSingletonRelu :: forall a. NumRule a
+transposeSingletonRelu _ = do
+  r <- newRClass "rS"
+  sL <- newMap "sLS" r
+  sR <- newMap "sRS" r
+  _ <- iota [r --> sL] (ByRClass r)
+  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
+  lhs <- transposeSingleton (relu @a x)
+  rhs <- relu @a (transposeSingleton x)
+  rewrite "transposeSingleton(relu(x)) ⇒ relu(transposeSingleton(x))" lhs rhs
+
+-- concat(1, transposeSingleton(x), transposeSingleton(y)) = transposeSingleton(concat(0, x, y))
+transposeSingletonConcat :: forall a. AnyDTypeRule a
+transposeSingletonConcat _ = do
+  r <- newRClass "rS"
+  sLx <- newMap "sLxS" r
+  sRx <- newMap "sRxS" r
+  sLy <- newMap "sLyS" r
+  sRy <- newMap "sRyS" r
+  _ <- iota [r --> sLx] (ByRClass r)
+  x <- newTensor @a "x" [r --> sLx @@ "L", r --> sRx @@ "R"]
+  y <- newTensor @a "y" [r --> sLy @@ "L", r --> sRy @@ "R"]
+  let axis1 = ByLabel "R"
+  let axis0 = ByLabel "L"
+  lhs <- concat axis1 (transposeSingleton x) (transposeSingleton y)
+  rhs <- transposeSingleton (concat axis0 x y)
+  rewrite "concat(1, transposeSingleton(x), transposeSingleton(y)) ⇒ transposeSingleton(concat(0, x, y))" lhs rhs
+
+main :: IO ()
+main = do
+  print "######################## desugarTranspose ########################"
+  verifyNumDSL desugarTranspose
+  print "######################## inverse #################################"
+  verifyNumDSL inverse
+  print "######################## transposeEwadd ##########################"
+  verifyNumDSL transposeEwadd
+  print "######################## transposeEwmul ##########################"
+  verifyNumDSL transposeEwmul
+  print "######################## transposeSmul ###########################"
+  verifyNumDSL transposeSmul
+  print "######################## transposeRelu ###########################"
+  verifyNumDSL transposeRelu
+  print "######################## transposeConcat #########################"
+  verifyNumDSL transposeConcat
+  print "######################## desugarTransposeSingleton ###############"
+  verifyNumDSL desugarTransposeSingleton
+  print "######################## inverseSingleton ########################"
+  verifyNumDSL inverseSingleton
+  print "######################## transposeSingletonEwadd #################"
+  verifyNumDSL transposeSingletonEwadd
+  print "######################## transposeSingletonEwmul #################"
+  verifyNumDSL transposeSingletonEwmul
+  print "######################## transposeSingletonSmul ##################"
+  verifyNumDSL transposeSingletonSmul
+  print "######################## transposeSingletonRelu ##################"
+  verifyNumDSL transposeSingletonRelu
+  print "######################## transposeSingletonConcat ################"
+  verifyNumDSL transposeSingletonConcat
diff --git a/src/TensorRight/Internal/DSL/DSL.hs b/src/TensorRight/Internal/DSL/DSL.hs
index e381133..8720436 100644
--- a/src/TensorRight/Internal/DSL/DSL.hs
+++ b/src/TensorRight/Internal/DSL/DSL.hs
@@ -70,6 +70,10 @@ module TensorRight.Internal.DSL.DSL
     newConstMap,
     newConstMaps,
     combineMap,
+    transpose2D,
+    twoRefsOf,
+    twoSingletonRefsOf,
+    transpose2DSingleton,
     Padding (..),
     ConvConfig (..),
     ConvPadding (..),
@@ -205,6 +209,7 @@ import TensorRight.Internal.DSL.Shape
     restrictAbstractShape,
     toAbstractShape,
   )
+import TensorRight.Internal.DSL.Syntax (ArrowSyntax ((-->)))
 import TensorRight.Internal.Util.Error (assert)
 
 -- | Create an integer element from a tensor int.
@@ -1128,7 +1133,7 @@ relabel ::
   -- | The tensor to relabel.
   e ->
   -- | The relabel map. Should be @[rclass --> 'ByLabel' label]@ or
-  -- @['ByLabel' label -> 'ByLabel' label, ...]@.
+  -- @['ByLabel' label --> 'ByLabel' label, ...]@.
   [RelabelMapDesc] ->
   DSLContext Expr
 relabel expr' relabelMapDescs = do
@@ -1484,3 +1489,39 @@ checkSIMap lhs rhs = do
       { lhsSIMaps = HS.union lhsSet $ lhsSIMaps env,
         rhsSIMaps = HS.union rhsSet $ rhsSIMaps env
       }
+
+-- | Gets the two aggregated axes from a 2D tensor. Useful for 2D Transpose
+twoRefsOf :: Expr -> DSLContext (RClassRef, RClassRef)
+twoRefsOf e = do
+  shape <- shapeOf e
+  let refs = HS.toList $ abstractShapeAllRefs shape
+  if length refs == 2
+    then let [a, b] = refs in return (a, b)
+    else error $ "Expected exactly 2 refs, got " ++ show (length refs) ++ ": " ++ show refs
+
+-- | Helper function for transpose2D. Ignores singleton
+transpose2D :: (ExprInContext e) => e -> DSLContext Expr
+transpose2D e' = do
+  e <- liftInContext e'
+  (a, b) <- twoRefsOf e
+  relabel e [a --> b, b --> a]
+
+-- | Gets the two aggregated axes from a strictly-2D tensor where
+-- both underlying RClasses are singleton.
+twoSingletonRefsOf :: Expr -> DSLContext (RClassRef, RClassRef)
+twoSingletonRefsOf e = do
+  shape <- shapeOf e
+  (a, b) <- twoRefsOf e
+  ra <- getRClassByRClassRef shape a
+  rb <- getRClassByRClassRef shape b
+  env <- get
+  let singletons = singletonRClasses env
+  assert "transpose2D: both rclasses must be singleton" $ HS.member ra singletons && HS.member rb singletons
+  return (a, b)
+
+-- | Strict 2D transpose: only allowed when both axes are singleton.
+transpose2DSingleton :: (ExprInContext e) => e -> DSLContext Expr
+transpose2DSingleton e' = do
+  e <- liftInContext e'
+  (a, b) <- twoSingletonRefsOf e
+  relabel e [a --> b, b --> a]
\ No newline at end of file
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index 761dbbc..ccea549 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -17,13 +17,16 @@ module TensorRight.Internal.DSL.TASO
     smul,
     relu,
     concat,
+    transpose,
+    transposeSingleton,
   )
 where
 
 import TensorRight (NumBinOp (Add, Mul), ToElem, concatTensor, posInf)
 import TensorRight.Internal.Core.Tensor (ToDType)
-import TensorRight.Internal.DSL.DSL (DSLContext, Expr, ExprInContext, RClassRef, ValidNum, clampScalar, numBinOp, numBinScalarOp)
-import TensorRight.Internal.DSL.Parameters (ParamDesc)
+import TensorRight.Internal.DSL.DSL (DSLContext, Expr, ExprInContext, RClassRef, ValidNum, clampScalar, numBinOp, numBinScalarOp, transpose2D, transpose2DSingleton)
+-- import TensorRight.Internal.DSL.Expr (Expr (Pad))
+-- import TensorRight.Internal.DSL.Parameters (ParamDesc)
 import Prelude hiding (concat)
 
 -- | TASO's ewadd operator. The lhs and rhs must have the same shape and the type must be either 'IntType' or 'RealType'.
@@ -77,12 +80,26 @@ concat ::
   DSLContext Expr
 concat axis lhs' rhs' = concatTensor lhs' rhs' axis
 
--- -- | TASO's enlarge operator
+-- | TASO's transpose operator
+transpose ::
+  (ExprInContext e) =>
+  -- | The tensor to transpose
+  e ->
+  DSLContext Expr
+transpose = transpose2D
+
+transposeSingleton ::
+  (ExprInContext e) =>
+  -- | The tensor to transpose
+  e ->
+  DSLContext Expr
+transposeSingleton = transpose2DSingleton
+
+-- -- -- | TASO's enlarge operator
 -- enlarge ::
 --   (ExprInContext e, ToElem v, ToDType v) =>
 --   -- | The tensor to enlarge.
 --   e ->
 --   [ParamDesc] ->
 --   DSLContext Expr
-
--- enlarge e
\ No newline at end of file
+-- enlarge e descs = pad
\ No newline at end of file
diff --git a/src/TensorRight/Internal/DSL/Verify.hs b/src/TensorRight/Internal/DSL/Verify.hs
index bd2bece..e7f08f5 100644
--- a/src/TensorRight/Internal/DSL/Verify.hs
+++ b/src/TensorRight/Internal/DSL/Verify.hs
@@ -258,16 +258,15 @@ instance Semigroup Result where
 printResult :: Maybe String -> Result -> IO ()
 printResult subTheory Result {..} =
   putStrLn $
-    "["
-      <> ( if isRight result
-             then "SUCCESS"
-             else "FAIL"
-         )
+    ( if isRight result
+        then "\ESC[32m" <> "[" <> "SUCCESS"
+        else "\ESC[31m" <> "[" <> "FAIL"
+    )
       <> maybe "" ("-" <>) subTheory
       <> "]: ["
       <> show elapsedTime
       <> "s] Verification "
-      <> (if isRight result then "succeeded" else "failed")
+      <> (if isRight result then "succeeded" <> "\ESC[0m" else "failed" <> "\ESC[0m")
       <> ( case result of
              Right () -> "."
              Left e -> " with error: " <> show e
diff --git a/tensor-right.cabal b/tensor-right.cabal
index 73b155b..a8aca9c 100644
--- a/tensor-right.cabal
+++ b/tensor-right.cabal
@@ -235,6 +235,36 @@ executable rules-taso-smul
     unordered-containers
   default-language: Haskell2010
 
+executable rules-taso-transpose
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/transpose
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
 executable rules-xla-add
   main-is: Main.hs
   other-modules:

From f10a79275a720947e3aece1286470dde030cac36 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Wed, 20 Aug 2025 16:02:29 -0700
Subject: [PATCH 07/25] Added pretty printing for verification in Verify.hs

---
 rules/taso/transpose/Main.hs            | 29 +++++++++++++------------
 src/TensorRight/Internal/Util/Pretty.hs |  4 ++++
 2 files changed, 19 insertions(+), 14 deletions(-)

diff --git a/rules/taso/transpose/Main.hs b/rules/taso/transpose/Main.hs
index bdb8b91..33d4a00 100644
--- a/rules/taso/transpose/Main.hs
+++ b/rules/taso/transpose/Main.hs
@@ -4,6 +4,7 @@ import Grisette hiding ((-->))
 import TensorRight
 import TensorRight.Internal.DSL.DSL (transpose2DSingleton, twoRefsOf, twoSingletonRefsOf)
 import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, relu, smul, transpose, transposeSingleton)
+import TensorRight.Internal.Util.Pretty (printTitle)
 import Prelude hiding (concat)
 
 -- ############################# (Rewrite rules not enforcing singleton) ############################
@@ -187,31 +188,31 @@ transposeSingletonConcat _ = do
 
 main :: IO ()
 main = do
-  print "######################## desugarTranspose ########################"
+  printTitle "######################## desugarTranspose ########################"
   verifyNumDSL desugarTranspose
-  print "######################## inverse #################################"
+  printTitle "######################## inverse #################################"
   verifyNumDSL inverse
-  print "######################## transposeEwadd ##########################"
+  printTitle "######################## transposeEwadd ##########################"
   verifyNumDSL transposeEwadd
-  print "######################## transposeEwmul ##########################"
+  printTitle "######################## transposeEwmul ##########################"
   verifyNumDSL transposeEwmul
-  print "######################## transposeSmul ###########################"
+  printTitle "######################## transposeSmul ###########################"
   verifyNumDSL transposeSmul
-  print "######################## transposeRelu ###########################"
+  printTitle "######################## transposeRelu ###########################"
   verifyNumDSL transposeRelu
-  print "######################## transposeConcat #########################"
+  printTitle "######################## transposeConcat #########################"
   verifyNumDSL transposeConcat
-  print "######################## desugarTransposeSingleton ###############"
+  printTitle "######################## desugarTransposeSingleton ###############"
   verifyNumDSL desugarTransposeSingleton
-  print "######################## inverseSingleton ########################"
+  printTitle "######################## inverseSingleton ########################"
   verifyNumDSL inverseSingleton
-  print "######################## transposeSingletonEwadd #################"
+  printTitle "######################## transposeSingletonEwadd #################"
   verifyNumDSL transposeSingletonEwadd
-  print "######################## transposeSingletonEwmul #################"
+  printTitle "######################## transposeSingletonEwmul #################"
   verifyNumDSL transposeSingletonEwmul
-  print "######################## transposeSingletonSmul ##################"
+  printTitle "######################## transposeSingletonSmul ##################"
   verifyNumDSL transposeSingletonSmul
-  print "######################## transposeSingletonRelu ##################"
+  printTitle "######################## transposeSingletonRelu ##################"
   verifyNumDSL transposeSingletonRelu
-  print "######################## transposeSingletonConcat ################"
+  printTitle "######################## transposeSingletonConcat ################"
   verifyNumDSL transposeSingletonConcat
diff --git a/src/TensorRight/Internal/Util/Pretty.hs b/src/TensorRight/Internal/Util/Pretty.hs
index 69548f1..10d152b 100644
--- a/src/TensorRight/Internal/Util/Pretty.hs
+++ b/src/TensorRight/Internal/Util/Pretty.hs
@@ -6,6 +6,7 @@ module TensorRight.Internal.Util.Pretty
     condEnclose,
     prettyWithConstructor,
     gprettyParen,
+    printTitle,
   )
 where
 
@@ -33,3 +34,6 @@ gprettyParen b = condEnclose b "(" ")"
 prettyWithConstructor :: Int -> Doc ann -> [Doc ann] -> Doc ann
 prettyWithConstructor n c l =
   group $ condEnclose (n > 10) "(" ")" $ align $ nest 2 $ vsep (c : l)
+
+printTitle :: String -> IO ()
+printTitle s = putStr $ "\ESC[34m" <> s <> "\ESC[0m"

From a6961c52fc6cca2a824cea7b51ba467dc493dea1 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Fri, 22 Aug 2025 13:20:38 -0700
Subject: [PATCH 08/25] finished enlarge

---
 hie.yaml                                      |  6 ++
 package.yaml                                  |  6 ++
 rules/taso/concat/Main.hs                     | 18 ++--
 rules/taso/enlarge/Main.hs                    | 53 ++++++++++++
 rules/taso/ewadd/Main.hs                      |  6 +-
 rules/taso/ewmul/Main.hs                      |  8 +-
 rules/taso/relu/Main.hs                       |  2 +-
 rules/taso/smul/Main.hs                       |  8 +-
 rules/taso/transpose/Main.hs                  |  3 +-
 src/TensorRight.hs                            |  4 +
 src/TensorRight/Internal/Core/Tensor.hs       |  3 +
 src/TensorRight/Internal/Core/Tensor/Typed.hs |  2 +-
 src/TensorRight/Internal/DSL/TASO.hs          | 83 ++++++++++++++++---
 src/TensorRight/Internal/Util/Pretty.hs       |  2 +-
 tensor-right.cabal                            | 30 +++++++
 15 files changed, 198 insertions(+), 36 deletions(-)

diff --git a/hie.yaml b/hie.yaml
index adca2a6..b48fb03 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -183,5 +183,11 @@ cradle:
     - path: "./rules/taso/transpose/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-transpose"
 
+    - path: "./rules/taso/enlarge/Main.hs"
+      component: "tensor-right:exe:rules-taso-enlarge"
+
+    - path: "./rules/taso/enlarge/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-enlarge"
+
     - path: "./test"
       component: "tensor-right:test:spec"
diff --git a/package.yaml b/package.yaml
index f667641..b6f01e8 100644
--- a/package.yaml
+++ b/package.yaml
@@ -226,6 +226,12 @@ executables:
     dependencies: tensor-right
     ghc-options: *exe-ghc-options
     default-extensions: *exe-extensions
+  rules-taso-enlarge:
+    source-dirs: rules/taso/enlarge
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
   # Other Executables
   rules-debug:
     source-dirs: rules/debug
diff --git a/rules/taso/concat/Main.hs b/rules/taso/concat/Main.hs
index ab420fd..7439b15 100644
--- a/rules/taso/concat/Main.hs
+++ b/rules/taso/concat/Main.hs
@@ -115,21 +115,21 @@ geometry _ = do
 
 main :: IO ()
 main = do
-  print "######################## desugarOneRole ########################"
+  printTitle "######################## desugarOneRole ########################"
   verifyNumDSL desugarOneRole
-  print "######################## desugarMultiRole ######################"
+  printTitle "######################## desugarMultiRole ######################"
   verifyNumDSL desugarMultiRole
-  print "######################## desugarLabelledCopy ###################"
+  printTitle "######################## desugarLabelledCopy ###################"
   verifyNumDSL desugarLabelledCopy
-  print "######################## desugarConcatList #####################"
+  printTitle "######################## desugarConcatList #####################"
   verifyNumDSL desugarConcatList
-  print "######################## smulAssociativity #####################"
+  printTitle "######################## smulAssociativity #####################"
   verifyNumDSL smulAssociativity
-  print "######################## ewaddAssociativity ####################"
+  printTitle "######################## ewaddAssociativity ####################"
   verifyNumDSL ewaddAssociativity
-  print "######################## ewmulAssociativity ####################"
+  printTitle "######################## ewmulAssociativity ####################"
   verifyNumDSL ewmulAssociativity
-  print "######################## reluAssociativity ####################"
+  printTitle "######################## reluAssociativity ####################"
   verifyNumDSL reluAssociativity
-  print "######################## geometry #############################"
+  printTitle "######################## geometry #############################"
   verifyNumDSL geometry
diff --git a/rules/taso/enlarge/Main.hs b/rules/taso/enlarge/Main.hs
index e69de29..0947627 100644
--- a/rules/taso/enlarge/Main.hs
+++ b/rules/taso/enlarge/Main.hs
@@ -0,0 +1,53 @@
+module Main (main) where
+
+import Grisette hiding ((-->))
+import TensorRight
+import TensorRight.Internal.DSL.TASO (enlarge)
+
+desugarEnlarge :: forall a. NumRule a
+desugarEnlarge _ = do
+  rclass <- newRClass "rclass"
+  [n, c, h, w] <- newMaps ["n", "c", "h", "w"] rclass
+  tA <- newTensor @a "A" [rclass --> n @@ "N", rclass --> c @@ "C", rclass --> h @@ "H", rclass --> w @@ "W"]
+  let kx = ssym "kx" :: SymInteger
+  let ky = ssym "ky" :: SymInteger
+
+  lhs <- enlarge @a (ByLabel "H" --> h) (ByLabel "W" --> w) ky kx tA
+
+  -- Building the rhs
+  kH <- newConstMap "kH" ky rclass
+  kW <- newConstMap "kW" kx rclass
+
+  sH' <- combineMap "sH'" (\[a', k'] -> symIte (a' .>= k') a' k') [h, kH]
+  sW' <- combineMap "sW'" (\[a', k'] -> symIte (a' .>= k') a' k') [w, kW]
+
+  dH <- combineMap "dH" (\[m, a'] -> m - a') [sH', h]
+  dW <- combineMap "dW" (\[m, a'] -> m - a') [sW', w]
+
+  hLow <- newNonNegMap "hLow" rclass
+  hHigh <- newNonNegMap "hHigh" rclass
+  precondition [hLow, hHigh, dH] $ \[l, hv, d] -> l + hv .== d .&& l .<= hv .&& hv .<= l + 1
+
+  wLow <- newNonNegMap "wLow" rclass
+  wHigh <- newNonNegMap "wHigh" rclass
+  precondition [wLow, wHigh, dW] $ \[l, hv, d] -> l + hv .== d .&& l .<= hv .&& hv .<= l + 1
+
+  z <- newConstMap "zero" 0 rclass
+
+  let hRef = ByLabel "H"
+  let wRef = ByLabel "W"
+
+  rhs <-
+    pad tA (0 :: a) $
+      Padding
+        { low = [hRef --> hLow, wRef --> wLow],
+          interior = [hRef --> z, wRef --> z],
+          high = [hRef --> hHigh, wRef --> wHigh]
+        }
+
+  rewrite "enlarge(ky, kx, A) ⇒ Pad(A, 0, symmetric(ky on H, kx on W)))" lhs rhs
+
+main :: IO ()
+main = do
+  printTitle "######################## desugarEnlarge ########################"
+  verifyNumDSL desugarEnlarge
\ No newline at end of file
diff --git a/rules/taso/ewadd/Main.hs b/rules/taso/ewadd/Main.hs
index b789619..33db154 100644
--- a/rules/taso/ewadd/Main.hs
+++ b/rules/taso/ewadd/Main.hs
@@ -37,9 +37,9 @@ rule03 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
\ No newline at end of file
diff --git a/rules/taso/ewmul/Main.hs b/rules/taso/ewmul/Main.hs
index 2a43e68..81ae18b 100644
--- a/rules/taso/ewmul/Main.hs
+++ b/rules/taso/ewmul/Main.hs
@@ -48,11 +48,11 @@ rule04 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyNumDSL rule04
\ No newline at end of file
diff --git a/rules/taso/relu/Main.hs b/rules/taso/relu/Main.hs
index d344306..998866f 100644
--- a/rules/taso/relu/Main.hs
+++ b/rules/taso/relu/Main.hs
@@ -13,5 +13,5 @@ rule01 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
\ No newline at end of file
diff --git a/rules/taso/smul/Main.hs b/rules/taso/smul/Main.hs
index 8372fc6..6d0d5a9 100644
--- a/rules/taso/smul/Main.hs
+++ b/rules/taso/smul/Main.hs
@@ -49,11 +49,11 @@ rule04 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyNumDSL rule04
\ No newline at end of file
diff --git a/rules/taso/transpose/Main.hs b/rules/taso/transpose/Main.hs
index 33d4a00..1e0e783 100644
--- a/rules/taso/transpose/Main.hs
+++ b/rules/taso/transpose/Main.hs
@@ -4,7 +4,6 @@ import Grisette hiding ((-->))
 import TensorRight
 import TensorRight.Internal.DSL.DSL (transpose2DSingleton, twoRefsOf, twoSingletonRefsOf)
 import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, relu, smul, transpose, transposeSingleton)
-import TensorRight.Internal.Util.Pretty (printTitle)
 import Prelude hiding (concat)
 
 -- ############################# (Rewrite rules not enforcing singleton) ############################
@@ -215,4 +214,4 @@ main = do
   printTitle "######################## transposeSingletonRelu ##################"
   verifyNumDSL transposeSingletonRelu
   printTitle "######################## transposeSingletonConcat ################"
-  verifyNumDSL transposeSingletonConcat
+  verifyNumDSL transposeSingletonConcat
\ No newline at end of file
diff --git a/src/TensorRight.hs b/src/TensorRight.hs
index b5a2de3..572f895 100644
--- a/src/TensorRight.hs
+++ b/src/TensorRight.hs
@@ -524,6 +524,9 @@ module TensorRight
     nonInf,
     posInf,
     negInf,
+
+    -- * Utils
+    printTitle,
   )
 where
 
@@ -534,3 +537,4 @@ import TensorRight.Internal.DSL.DSL
 import TensorRight.Internal.DSL.Expr
 import TensorRight.Internal.DSL.Syntax
 import TensorRight.Internal.DSL.Verify
+import TensorRight.Internal.Util.Pretty
diff --git a/src/TensorRight/Internal/Core/Tensor.hs b/src/TensorRight/Internal/Core/Tensor.hs
index c0f3fb4..321fda3 100644
--- a/src/TensorRight/Internal/Core/Tensor.hs
+++ b/src/TensorRight/Internal/Core/Tensor.hs
@@ -164,6 +164,9 @@ instance ToElem TensorReal where
 instance ToElem SymBool where
   toElem = BoolElem . Typed.TensorElemVal
 
+instance ToElem Elem where
+  toElem = id
+
 tensorAccess :: (TensorOperand t) => t -> Indices -> ErrorEnv Elem
 tensorAccess to i = do
   t <- tensor to
diff --git a/src/TensorRight/Internal/Core/Tensor/Typed.hs b/src/TensorRight/Internal/Core/Tensor/Typed.hs
index 0db33b9..7d80b90 100644
--- a/src/TensorRight/Internal/Core/Tensor/Typed.hs
+++ b/src/TensorRight/Internal/Core/Tensor/Typed.hs
@@ -1235,4 +1235,4 @@ reshapeDegenerate to introAxes removedAxes = do
               (fromKVPairs ((,0) <$> HS.toList removedAxes))
               originalIndices
       )
-      newShape
+      newShape
\ No newline at end of file
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index ccea549..6b62d72 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -5,6 +5,7 @@
 {-# LANGUAGE FlexibleContexts #-}
 {-# LANGUAGE FlexibleInstances #-}
 {-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE OverloadedStrings #-}
 {-# LANGUAGE RankNTypes #-}
 {-# LANGUAGE ScopedTypeVariables #-}
 {-# LANGUAGE TypeApplications #-}
@@ -19,14 +20,34 @@ module TensorRight.Internal.DSL.TASO
     concat,
     transpose,
     transposeSingleton,
+    enlarge,
   )
 where
 
+import Grisette (SymInteger, symIte, (.&&), (.<=), (.==), (.>=))
 import TensorRight (NumBinOp (Add, Mul), ToElem, concatTensor, posInf)
 import TensorRight.Internal.Core.Tensor (ToDType)
-import TensorRight.Internal.DSL.DSL (DSLContext, Expr, ExprInContext, RClassRef, ValidNum, clampScalar, numBinOp, numBinScalarOp, transpose2D, transpose2DSingleton)
--- import TensorRight.Internal.DSL.Expr (Expr (Pad))
--- import TensorRight.Internal.DSL.Parameters (ParamDesc)
+import TensorRight.Internal.DSL.DSL
+  ( DSLContext,
+    Expr,
+    ExprInContext,
+    Padding (..),
+    RClassRef,
+    ValidNum,
+    clampScalar,
+    combineMap,
+    newConstMap,
+    newNonNegMap,
+    numBinOp,
+    numBinScalarOp,
+    pad,
+    precondition,
+    transpose2D,
+    transpose2DSingleton,
+  )
+import TensorRight.Internal.DSL.Expr (getRClassByMap)
+import TensorRight.Internal.DSL.Parameters (ParamDesc (..))
+import TensorRight.Internal.DSL.Syntax (ArrowSyntax ((-->)))
 import Prelude hiding (concat)
 
 -- | TASO's ewadd operator. The lhs and rhs must have the same shape and the type must be either 'IntType' or 'RealType'.
@@ -95,11 +116,51 @@ transposeSingleton ::
   DSLContext Expr
 transposeSingleton = transpose2DSingleton
 
--- -- -- | TASO's enlarge operator
--- enlarge ::
---   (ExprInContext e, ToElem v, ToDType v) =>
---   -- | The tensor to enlarge.
---   e ->
---   [ParamDesc] ->
---   DSLContext Expr
--- enlarge e descs = pad
\ No newline at end of file
+-- | TASO's enlarge operator
+enlarge ::
+  forall a e.
+  (ExprInContext e, ValidNum a) =>
+  -- | Size descriptor for H axis: provides the axis ref and the existing size map of A along H.
+  ParamDesc ->
+  -- | Size descriptor for W axis: provides the axis ref and the existing size map of A along W.
+  ParamDesc ->
+  -- | Target size ky for H (abstract scalar).
+  SymInteger ->
+  -- | Target size kx for W (abstract scalar).
+  SymInteger ->
+  -- | The tensor to enlarge.
+  e ->
+  DSLContext Expr
+enlarge (ParamDesc hRef sH) (ParamDesc wRef sW) ky kx e = do
+  -- Promote scalars kx, ky to constant maps on the corresponding rclasses
+  rH <- getRClassByMap sH
+  rW <- getRClassByMap sW
+  kH <- newConstMap "kH" ky rH
+  kW <- newConstMap "kW" kx rW
+
+  -- Target sizes via max
+  sH' <- combineMap "sH'" (\[a, k] -> symIte (a .>= k) a k) [sH, kH]
+  sW' <- combineMap "sW'" (\[a, k] -> symIte (a .>= k) a k) [sW, kW]
+
+  -- Differences to pad
+  dH <- combineMap "dH" (\[m, a] -> m - a) [sH', sH]
+  dW <- combineMap "dW" (\[m, a] -> m - a) [sW', sW]
+
+  -- Odd-difference split: low = floor(d/2), high = ceil(d/2)
+  hLow <- newNonNegMap "hLow" rH
+  hHigh <- newNonNegMap "hHigh" rH
+  precondition [hLow, hHigh, dH] $ \[l, h, d] -> l + h .== d .&& l .<= h .&& h .<= l + 1 -- Make precondition to ensure left over padding on top
+  wLow <- newNonNegMap "wLow" rW
+  wHigh <- newNonNegMap "wHigh" rW
+  precondition [wLow, wHigh, dW] $ \[l, h, d] -> l + h .== d .&& l .<= h .&& h .<= l + 1
+
+  -- Zero interior paddings
+  zH <- newConstMap "zeroH" 0 rH
+  zW <- newConstMap "zeroW" 0 rW
+
+  pad e (0 :: a) $
+    Padding
+      { low = [hRef --> hLow, wRef --> wLow],
+        interior = [hRef --> zH, wRef --> zW], -- No internal padding
+        high = [hRef --> hHigh, wRef --> wHigh]
+      }
\ No newline at end of file
diff --git a/src/TensorRight/Internal/Util/Pretty.hs b/src/TensorRight/Internal/Util/Pretty.hs
index 10d152b..14f27e5 100644
--- a/src/TensorRight/Internal/Util/Pretty.hs
+++ b/src/TensorRight/Internal/Util/Pretty.hs
@@ -36,4 +36,4 @@ prettyWithConstructor n c l =
   group $ condEnclose (n > 10) "(" ")" $ align $ nest 2 $ vsep (c : l)
 
 printTitle :: String -> IO ()
-printTitle s = putStr $ "\ESC[34m" <> s <> "\ESC[0m"
+printTitle s = putStrLn $ "\ESC[34m" <> s <> "\ESC[0m"
diff --git a/tensor-right.cabal b/tensor-right.cabal
index a8aca9c..a635300 100644
--- a/tensor-right.cabal
+++ b/tensor-right.cabal
@@ -115,6 +115,36 @@ executable rules-taso-concat
     unordered-containers
   default-language: Haskell2010
 
+executable rules-taso-enlarge
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/enlarge
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
 executable rules-taso-ewadd
   main-is: Main.hs
   other-modules:

From 9030966f31b7cf42124fa46144c28afc841b97ad Mon Sep 17 00:00:00 2001
From: jaiarora0011 <jaiarora0011@gmail.com>
Date: Thu, 4 Sep 2025 13:22:44 -0500
Subject: [PATCH 09/25] Remove extra files

---
 .gitignore                          |   3 ++-
 dist-newstyle/cache/compiler        | Bin 15603 -> 0 bytes
 dist-newstyle/cache/config          | Bin 44239 -> 0 bytes
 dist-newstyle/cache/elaborated-plan | Bin 1566245 -> 0 bytes
 dist-newstyle/cache/improved-plan   | Bin 3073974 -> 0 bytes
 dist-newstyle/cache/plan.json       |   1 -
 dist-newstyle/cache/solver-plan     | Bin 751746 -> 0 bytes
 dist-newstyle/cache/source-hashes   | Bin 31975 -> 0 bytes
 8 files changed, 2 insertions(+), 2 deletions(-)
 delete mode 100644 dist-newstyle/cache/compiler
 delete mode 100644 dist-newstyle/cache/config
 delete mode 100644 dist-newstyle/cache/elaborated-plan
 delete mode 100644 dist-newstyle/cache/improved-plan
 delete mode 100644 dist-newstyle/cache/plan.json
 delete mode 100644 dist-newstyle/cache/solver-plan
 delete mode 100644 dist-newstyle/cache/source-hashes

diff --git a/.gitignore b/.gitignore
index b3117a5..4fc127e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,4 +3,5 @@ result.txt
 .stack-work/
 .envrc
 .direnv
-.vscode/
\ No newline at end of file
+.vscode/
+dist-newstyle/
diff --git a/dist-newstyle/cache/compiler b/dist-newstyle/cache/compiler
deleted file mode 100644
index 390fbc2bd4993d5811f88f66e8a60464b6424285..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 15603
zcmeHONp~E{an2$M4tJ2lO(ciovPUD!rn(yhIphGAWP<<~Xh0Ao021;B7rGLS5~{0u
zY5~w=Tef9c^1dJBlmCYA{u#dc`RKc!FMj?qDkEy?21J=Y4&NiXJH9WXa*2psD)T2l
zh@ag4=$~E(|Nbxk@vA?%v7(B96V5UF?M7!k)k)e3b=+z9cDnhXvlT=gd~=+C`{(dK
z|L2SUKF-{)R=M5S*FoOz><5vb=E*jzO$fbay6bIup>X8!ovO*=@%Y=BY2Te{-(`Ah
zu-j`DqM}g$^{@BjDfiym0t{O#6Snfo;V(*kXurBud*do;c~@&ZuH87Ws1{n)f**C}
z27@r@dRY)hY3KRe+S1&k%~#V?)Azl$H=qu%)SI1nkac$AzTQgoKK<zC3ALkTOjU}p
z5bsA}?D=WO`=T2UhMT^ZpnEpGzW?C<rfJbn+EZ5VT1Brth;^0>O>>X2+8zvbwAUGg
zc`rb5=~rtnNV41u4Up~x{nYARuURF%DqL%`!fg4>OZB>zz^$s$C^%>hl6X4^b)~#N
z-+{cd=Oy%M@wDUXZ7&bA3h_cGPm@j<cME5<#lGEH9j2M?cjlAfAkzmrHC;s1vKXft
zzfV-mo+d0U$rGK*k3}k3l1H6x+&4WO>UOHpkwG?WcZ)~*z<hnsPK$zU#c`HqiB}Y&
zS>E|~HCPt(<-3}q>I6}ylc?6F=cqe3?ot$s(=7#Ci3e9h^P&SyUzA0;++lQ0Z*<TN
zC3KyrMKh#3UZOjGoJBgbb|=5zX%~V{7RMobW6j;VUeb#zPpbuhG;qgSY*&4*K*L}Q
z&Y$hX(Y^NF=}sDCx;5~+yIxQ81FbTBoKa^L5+`Sv6VrNnri$bHiQ`sqy0!82*}O>r
zoN7gKmkpe6Z9MbRT^)wgQ+GLv)mf3wd|DWDu89rHpZSz+RN2frTd~T#`m>n%UQtFV
zQCY?Y<38IF#(lNHvQw>%^(ghWwR*!MJZ>$?(`-LZvYnxN&GM72ja5VJvEXWJV=fHi
z{ki^D(97dIT^kN`>Ii<lwXqzJVW_`l3t-HJ<f~b*r<c58oM*4{P&>l7QP>#6QGdr)
zK03t8TH;0U3#4@~bcFr!p%$xrb(5{5h31kZ-cKD7ogot>R37uLfR|_Sf=*Bs(-Phm
zDkAVT(itJBYpj2vweiS{dMjRLDw{e2Tr`?hNOf5U(4!zi1TVq;6E931f!-&r8mNAm
z_23EfbA#Z?lSM~l@W$oXO4Su+PJp?x;>hp!h_$k!{+Jn%%&)J0mO3JVbyzYo^-X4>
zALlW=B8LW%_UA({O`mH-ub(=?xkY;8S?arN=~Bf~_L-UPID%cSStwBT8?1>ME_j(&
z=!g{Vz8s5Oy<j#P&`2}%Bub9_m!*z?=<GtN3aeSxML8CV!EQC^MP8OChzmgxH&AZk
zDr9Z+YT-q5(U4lo5r}%V4l2nfC{zKNa*GEFOddE&P^%-)eG-R0d9Of~=Q5~Xvfd;=
z_emagvp8`CL0_4gnuxHNni<i0sv|JEjvy5+i>W?qo#SUM1>2b;VgwIA$N=gU^Qk8&
zA`@>9Gi$1rptdI(xcY*%xkZDhw+h$IbT2?h3S72mji7#)_2FAod%&*)&k;FV%oevm
zREITgLL*2$%BXnWE8UF~|4E=jxVex%AoW9N>N{);?YI!nMgHRU+K!GMhpBc1qey9>
z>ieu|@(PC8-MOTf_jLr%7pTZ9HBcRAJ>-Ig7-e=uLb-rsDq$9~{z6_%x$6}a24(%R
z9Q7A$1!bgmS=FI7UY9xoQ5ox?`W@Co7I@qrWW#w6?IBXi0wPzJnT@BA)P&T6?jpkq
zL{F)M>IbZc_N_p0Fm$vdDEZw8uFkVIGU4Nc0CV6d3%u}U?%{LWE>Rp|-8OD;C{Hc3
zHB*NJ)80Y$Bu+3OI|3DTsDWym_2B)ix9s(Gis==+Utse7QG$BF`XD?$KplMT+iYjX
z_S6x=SBeUZQq<qD4HS@V$QUOeW#J~QE>(1&g!&-BI4l`lK+<i(>V4Kl|1r3TVatn5
z)di*g8^P5L)<zVgr8ROtr9I3*7R{7=8x80PiK6&0nmWz4&`4~=3m5djv}e>cc}OUD
z+;Tjgr0%gDWX`8^3u~*xDDw^+5mV+Y0X5Bh#Ig~mjz}n$Nv57L3w?}vsIA3fe}FmT
zN)q%PAy6NWqo|)_8)yj1^IjNyq5WmOZw6J)n~u;vG_^dOsN6C3(ouUttJxbRs*7w7
z@q?OC{H%D1*H0aRD1Pdo`hfM2e+5c(nETohjPh>-RX=1+_!ls=B|<+$<ZFK=PBTYv
znpuxwsBg0cxHs@b`;;|`32EvGOtCvkP{&x`lpyNHJ32uQDkDJfq6DK1HDn9ucryoi
z;`M`YSo2$<kl&6csb66`a8Q0eCR3>+0J>#4u0rZ_*1`B{mbA9+3$Y^z%`Iw}`X$yv
zXHu9Z`5-e%!%U9_q<k>~@31b}{f@Wit#*@OkU>>lWef#1bI!_CP$2T3I;fUd4-vbB
znSk%nP$goD*b-1bW<JWWgmj0^lx5wc?JP$y^0x-6?yx3$8;gCjf-t>-6cI;5xVhle
z+hZ8&&)5RS&n3+4y~G$u9g)*ar-G<|WDOuo7~<A26VNL;7CeGbTh=i3Ro24j{oLyX
zT`ZG#9FfxKEpj!_Y}D&HR)79{Y+?bEpw#T~If7HY#xT?hTR`6dkC)6A6_#3<g$YD`
zR|nN8)<Yc@v>vSHTWOBj1|I7OMt#vh)qAXoxsNg0kCVYpkoI3`ESiEYSr87bln!C3
zlWYmKdyf6KfRdK!7g|i9cZ5Ontg#&R8C!uD661|GT-<g<OkP+5>JON20tJ&slzAN^
zRgz)?i$@AfnP-%s7Fpkf^-7qhpUFyCAZqbCsBTyFFiR;W%j8f36?!#L?Kbt^1ff6g
zCFo&+N<9J97V8<1!VDW1y!sZ9vPBbCzhBXPrVpNAcQ_MW0ZF$Bt2Nf8q=}a8CfZ9e
zt6Vhm0jyJviwTM57R&K?n$m2G`YH^uflzf1fo)$k3Cd@E6L)zZ^WvayHXlSzQC~sI
zjW?Klfpu8u4F*(po?0n3N%Mtq6m`H9v^){8x32vqZ%gCR0#fTWVYSJ+h|3Cy{F6F@
zQCv1qb(b}PmKaupD1Pb)icGT{kKpQCtPQVTDRw7|VLNpMA}_0h>bGio$jhM)u?yu5
zQ%4}HR|VAs>j5-jZ}dziH3`rWklLsTtM9Qc@&-V&@}SY6+`$kA<&Ci%^&wk<57-EP
znp0Q_LixRhsY%vCD_f*8Tnb99Jc6r$wPBf29>WBq-ff`j*I5(e%1Rs#i@hO{(zqgW
zb&lDlg}^Rybk{U)9MLja7)1+><ETHZSmC7|w#0bf3mz#9vND#VevPe|p2p;GJ2-eT
zzz9w&VF8PtZoq1ebx}W9PlK0voFPezoZ`2Fs6VZ16mwF{t3=KkjHolLf$`&&7wt|L
z69W;`_)!AtY=ggC@I@^A0#MJHkNUsTcsD^iR(5qGAl1JKtG{Gj_){6P#a_!ooH>Hi
z{9p`2{S{k4x@zL<10Op#j!-CJk0+@%+cB*~dp$IAiMXh>0IJ1&czVH?k;xH^JiURc
z6Re3o2bL!(Hs#QRBBvg#AnNZ~1IQ~KdIu)injLya5Q^j)raoaUWIT(QP=R4bAj({I
zQ2jaUq0L|E&+`Cl7vlou7L+h3D#miuZ?hHCK5?k$q9`uL#?%q4XrDT&F0dwiVim7z
zi>JT#lE7>krjFp`6Jr?aYit2dw~8GD-wTlyWF0FojjE#r^+&7^UjUpe()$!g#N-Pl
zpd#j@r6JCO?n+E={!&LEYUw(t2CRoS8)h8qW{!yH%|;<qG4rTAhG#ax91+{{FrdD|
ze6;<V#)279VBcmrf>GNyP_@sRXxj#6Gm|i=@5ge~pRg4K9I9;FzrMI~ghVr>!)R)X
zZQ*%%E#%v`NJUWDBqJP}jUU2NkJu7w4o;MA$4Os?WI<_U8^P66)<z7{N@*2)owSA#
zgkrFUsefQCbU($=7S<4+RTPkNV-r?sQ<vA#X5l1Ysat{7Z?Z1j$QUMn5h2`YIcBlS
zm<zEHE=K0BBVzKd5>OvAAAk|lzJl2W6TmDS$UZ~r8?0km4?5)lDM-<JRZLxHEd;93
zvddxKX-FL*&|GyKMLlF2c=CF*6(e_27p0CM^yC_*evh?~qb;(UV;wGXSX+)Oh;mp1
zWi`vKZa~9eSymxXS;tXS&Nkrd6~bzc=>)GBg+so62uuAUTcTPA<_Lw26+vvRE13Fg
z)<T4=N0>ll*e|wk-cm<UijWapeVw)8>x^Re#q>(*2uS|ggw>D6=-Tba)Df_z%dlEt
zUHIecK=0d`W$Fk({#b?V@d7^eb>R_CmFUDZucZ*u7M+-BKWI<e9~U0wSe3dam726+
zrI!yreX#l9ehX`;P`8RxMHYI0-o>Go0gmG&=1U)0&?3is-LCz5u|nDoy&j*Jm}<2!
z?DTZ@tuYU9-PX%I%CS${0;hN@WbIw8*b9Sb*R2{|JKCt*dJ}%56~&vFzvhF@?hf7$
zry|_<l4#TCcSV~x^MT_k2zvYATa^c=`M_+LLN|(AgFsu#vE>)`+m-n{cMflyJ9jMY
z{Ti)WliNqu#Hydg+w#L({<J}>HjlL)Tg6igdMod_;s<5H&tmu7T^L5#NaY?p{@ur`
zR_~laSBfK8+}EY<rKe$xlYXvUUb+j9tlGD$Cu&Ac`kBKu<@vmh`H7c5=4?&78%Nu1
ze$Zt*zPm@(`cjout^KpsW4DzfZEd?P3{X7EqWjT@L9~axZ@)Ddw6b_tM};(xD0LJ+
zFnQ_WP}UCn!^LNK$LrD@2-|&#EnC@2bKN8gUddzji+=L8+cU49&9Z5feEu0$PCrBR
zU0hmv{oD=1ZqoxGvevIy%3i<ar48CdH^c!DODt^RykUcM93o3OOSX!TwW6a^!;(e|
zM?Kdxc(E;Kl`7415}UjW0XN0b$3aJ(#M-<1TqBFP@z(b+S!q`CEFUxLgyKbYe$_*c
zwYV%F*GUrY*j&WoJJqf^gUF6hsnN|BR17!8>wqjX^|z{;A74hxRm71gv->nCnjIej
z)4u+|fB0~wJGJd?-J9y(o4Nn+6Hjk{GUeZ!nR;+v`wt#=^{4k{{D<5XYz!kqcgJ1Q
zdpfj`bJu>kGKRz0k)&z1#7EC2+0uH1LN9WmC(9^qRgSz}X7=l1>~Zm8!&*E(Bgfg!
zF$<}O^Jxc130x$VB*1wueDTs=yzfeY)7V3Mk#2E@(^{3{)d#zi#W7+_y7X#o)zt?B
z@)~%Tzi)xEhfW#FKDNOuvcBhLJBj(f=~MocZ<~Wsy6F!i`ekMKRj}zVn8l}I;roz>
z;;-2?W{QxZmvBfeX=e7+FeDf0&|O^MqEvit0_%z%x0u6ybrCZvGeo(MplkGP9V&`v
znX>wvX9*SbGNUM>84QpY<53&enKiKce{QSQ_jb8B6?-?CnP{{+N`|q$AN%GV{ixYH
zOwM+KC^B(`xrK|jgD44paC=mPxALgVYqW}XBOIf0vzRjP=rgXZ(ewk|K?jB1Ei@8d
zcU$7sqq6p-Rek%Z(uMUX!Fe7WvPc5VYV1QwS384~_%70+d6ifEE3sP!3nDzMtKH{8
z^z;oX6^Ar?86i&=WIX4vLFp10sWjoP7Wb~S;CbS}5fR<veC~|bobes=ICq``R_&M*
zpW`5lE$0Pbsmz_0MoNFVihCKQ*%8uYH;Gfq^q6|W9YzQ@Y~*a3RI+K>sxhox8X;I4
z=P>^bkZG3JT^TUSj<^X_N^fSqSmh#G%`FJ4UunWCRk9f_LiGM9?M9Vm-mrw)Ey7}?
zTIb_2Rhb~6<zB#&AE~TS+mnUVa?Tb*xa%d|9V<FBhwmFS&9{<Umb8OuLpw09d|V%U
zWLVVijS1}!Ds0nqc%h4P^j#O}OY%<HidQRalVHsxe%$0~vcf~9cs){S;$NsRQoQ>#
z<-_Rg?ggHk4*Of>Y4D2DX{!{oPo8?Qx<Gd&Y~8O}0tYv$VP3yj^oThRE8-}#@8XcM
zi)<2joZrg^xM&|hycDNUtZB!d;#TK#^kQ==_RXJl4&82>6Ym|eWuGu<TorSehJ&0T
z;x=BYX}O#uOL;!ueH??kHDkVFL26IATVeBqSF9&i=GLCsAIE=Kt;DzsHnTMX->j)g
z@$llJ(k$I1um{x+xl1!!zgS{!)bJ&mBO&BJdok**F4oivSl+0qi{IiZ%@_r`Lo-H>
zzHQWiBxS+djq5VAKlPr>Y~`i}89VA`OhG0Z{W14B%)OUc``28^`Tw}~GW)KVRH#hv
zSQ^^=prxL@=u$Mjz2Pz|msiYLAGz96ipx7K)h4c9W|?i=VyShwTwke4i<>E^U1y9K
z3G=63Sm6k*-PM!mGD~tB)0_g{>JFgQsTr+Z0JMbnVBcKsYyA8&uT(GW)q3{JykfG;
nJ4UiZ%{yEAGOrwR5svf9(HlA@aoH4LZ|2%e!0P{(%f0^#l)~V3

diff --git a/dist-newstyle/cache/config b/dist-newstyle/cache/config
deleted file mode 100644
index c5d8102eaba792cf5ae4cacd93ecf93efed054fa..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 44239
zcmeI5O^@5g8ON!8@vh^S^;?}FX_9RNv_Mdjq9jsMfVA1zZfn3Xob|dJ^x_W5p~Nml
zGQ-in7)61edno!1dg~>}UfNqfK~FstITvU@LVD_O$cLPfMJICHNG@h!n4Fns9zOG*
zXMTJUSNpL0+RlFG_u<92-?Q!Q5B{hXKbvc7<=zd$q&UtJqLXkmriO=H6s@&B|JTpS
z8`eL5W&iDWet+~}9n61dKFTo3%m^puVM30~eVk!Lys^1=d+))4dBA<`=dMid%1BA_
zOYBi2N<0*8R*ru3+>Qc*@e^Eo8a%J3T7=gG7li_*m&8FhVnY1p$G`Z~Kkxtb&z~KB
z@%PVel&ZDLZN6zip=E$dYZ}y@E8Mj{|F^OEpWpsvrhCf(yRX{g+S8K-p)?MnG<a^E
zTGa^ODqZbLdL=#%rxWuejQwm%0@DrS((YT5U7lG@jia$QO@+pH%)K;?LJ!d}i8J$~
zy@PvuA3omiv^zaypj0${-Aqzyj*|&?2|nQkZ%V`?wS_QlCns@~AU`wF6E8{69{Y%}
z$RDGL@AMv9ZNsvSb{YOnp`Vc^n36LgMA55}p5ge|Orz;2Wa09XejE}yMN!_6jl)S+
zdVN*$%KM4Ul4gb5TF|TVSnGy2M5l3hs<UMmgb^0v{f^1%&0|FPwrtN#9|vd}QNi%C
zIn9X4*Q-$brupzJqj+N8B4;VZr#Q=}h?~}7Y|oT81PAANTUHxynnK|&kBm%Xw(=(V
z3`f|=Fq_Dbo*7<oNT0R&_|(XXK-?su86~I)Vm97eU)NzB=*M5z6(3F*Q%quM30&mU
z`H5u-GTk)qg)TuX)tJ0&0`s}3L%CkH9^g+Hxlik+SGj2+LpDYPn|?xLOv|*}`L$^j
z6(&uR2(nR1HxH3fA{<Rx0F}UI>Cq5#u4s)ymnA<PCvn%XI%XD9tf$C3LL&?ZEIU^l
zAmDk!e7AsQ)ik>UrZe?W4O>md6UR=Jj55=mhLO)sL?dolnF|QlUKhv2PhjS3{E{ez
zN$x%OQn{Q_wFDnCD2`m&ZMQaIFq>?;JhQa}<(A&MEbL!`{R<}JEL#L)I*D?J;t$xA
zTR6=1aWMtP7-dH|ij0JeN|VhorRjTM2>qYY0Zdwu1yE6+2hWvN9|XADwd{7sX*+{<
zC&0+FY;0RSf9MV|8gv7U2d)zYIOtp5uHEYoQ3pE%f6zm|=eU634=jv^F6wqXyW{wl
z=M637GDoi8b$Zyd@emI@*XdiVf3I&1`klbR9Vcib-0ye&UI*f7Birj^X5;ymYuQ2D
z3hcnPP`8VGAN8?g+pgCR+HTviY!{&c?)0so=dsu<+_8M{V_U4NW4Xh&)3z+v?s$&F
z2GDn03*jN#_S-&khTTrbvbw0#b5MI24BCCqVUZ0x7Wi>--?r^;(DnK*vV0eJh65iB
ztiWRNwQX<ccZa?|z<$TE9B=6Qeqh-h+d~7d-Nn5D_+jn1=LB8X=~@V3tJm$i0~W^+
zIi53c{hrmwuFaI|wFg1l>2-b2YxnzhKfoTgJD|^cl?E)QO5fEcuYk&(Kkxz+>jrKO
z)v)E2bN{PT7n<iB7@A;PcY+{=1M%I`0y=E8F2F8ZQ`cdCBL@K#)@qxgeq&}(VEF89
z9UIs!IH20W%pUk_*n$+=Me+JDA47g&*@6{0zqNIq$+lk2Zhi=mbnD*TTX*h1ywh;l
z=dCvPrZkx#iv8W6VG;)Ab>40g>=ri=yFX#4_3`dLK4Ito>eR6>++FO3*)EEAQQ;``
zcJq_kE*&Gf>#=$l?@lx3o+i7;`4P@und{h?9RUn{w*D)WTTeNAs#E11?jtS;BPy-m
z5~_^5<u!wGD<Rm}I}PD1`u%3BdtuD($igT5(z$e6%F6G{W}Fs|O1pQP-4-oIv0-tQ
zJ-+wlJ<d`L=zK;TJQ2=Huk(j@`{6y~!(<x!cjEvP9DBGl|L)u%a`RhB?1%Y1L}~f$
zMoVU0+Pv9lbLSXEUv6}olG5m%Mo)Kr98;F~_{&WnAc7{CT|2_uH+$X35pr?#5lYJd
z<|k7w%)>ECLB6*e!+dxaQ*>H7Yc`YSZob(g8b-z)LJ}D8{8Zp(4+y3dQlUI}&ZKJj
zRCUYUfq2$4;+2s=)wKtRj<d&<KMr}!AFa&BS}}XJ;hQeQ>2XUx#HZ|jsyzO-e#mac
zQUojgqJ9|itfgT^<TqGdoLfaKL3M(?g!uY2^-&G&oBH7-%(5^Z>G(8F2-Tx7qmau&
zYkmi>PZEC`Rqln>aPm~&EBaxI2n|uBvxOA-g3oE3(_g0yJ?#F2<~Lr@dRae=6P?{4
z7hTK2zRhc=aXy4m9Oj)*5Q+1sg9znU_b=oJq~35*hPT+`qD_ro@ULqcoTH25KptsZ
zKE`Q=KV`O69XF{;+ato_Wn;|!wX}<QEA!XVs#^wDQCqWnfH86--0X0DLZjx^Yix=c
ze0`lgA)|<$Ye?2?d@1EiIVJq&x7ltzbB~)_udv4sX~c3$FK=L)O*hyrF>P+XF^v}q
zp9{_YQ_}`Y@NJb$D?V*f(5&!US#g2njM07UPT>w<PSw^&EW3?yR<E5|e@iNZ{6);{
z0bV@}XnLO0&z43sOUty8c3HbxrTjNNMn*3Fb6%%of{|ZcI&SNPX6#8Xp!kY@64EhL
zzOUbZL6LHPGG7YOTu{g;?S-v%=_a%p)&CoktJ#&7$^Y5xUMj$T8X=uM(JMzfw{qp-
zUPNuOp_uhhV7e6Er7T{gpa3AL1sSFAF5Dw=g(_v#{goiiQcvF3YrMOJeTMI$3?5EA
zqiN+)U&PK)KRYZ)LIr$@T8k7E@Fle%qZIH3swv<%im_DS@6^EeA~b<dH5#f{9`r@r
z9Q5LFU`Z;-OQc$)pdc@)1sSCv-^ev}RWC@hRLEZyAfJEUNZ@1X#)g##eGz#9dTB_o
zFcs=0UM*5ksF&1&j8do<c*Yf~lu@V`q**HJuZXCR*)MmLsoYe*@}MsQFF`L12y#zx
zUV_yk1;u$uEyyUvc>!izp-LIWc|n?`a{jW!`QtK?=hv=0<BPC?@h}+3Iz@O1Q;QT7
z;U%>oqZHu<jB$l3Wfb8BX_iWO;fmc4kJ($>Whyt-uRP_2D|u-^kb8>r608;}D9%f2
zK}IRg3ozpfRmv#N3(_o=^TNxM?8^hnJf2&*@`M-OsH}$qDW~u*F=~;5!n>pvWR$|Y
zz%Z^*rHsP6Ak9+oE_}r5pJnX(mgao+DmSb==7rB*<;WrZ6zU~jEmBaZm(+rcQm7Yr
zrcmD~#!^u)ydm$OO;Zu}&uChC+zT(y&khTgrvko2twjn7_>x+XQ408tj8oV4f;3A7
z{*C%W*b!!5(}AM!30&Skt8L|xUj)xTkbP=kutF8{C2%cLP|TOqf{aqk7r@39s+3X8
z7o=G#^MzMz!i1tSk>}U0Jm-ZMZ-l`>)+xeEm|CQu2rsDx8Knp>V2mqNDWeE4NV8PJ
z3s3CX_ZPD-&W*}kZfsb2&I?cM<sm`(Db!26TBM**FR29?rBE;Mj4M<rqfjqMvsBaz
zuh~qhFJYcrx$=k?-o2@Z0x75PE-`A6g2KC`7G#vdyTCAo_eL>R2Jch2iWl)-RlZbs
zucC&<sPHZ^YLSA%yQCIml)`%>(bUzuAkC`aJ)ZaGd|ml6;k}L;7Nf$u#Hd9I3h$Cy
zkWmWn0>ijMl`;zNf;6jw_Y}czzY16Hb>+*1_d04wIfZwLQHvB5-X*mlqZHl+hAF%^
zim_C@3*TeF{?^&F`n{;8`jv;g@cjnTfM8WB&P%Xbq@Xx2sRbFOINyjibr~;6vsBIt
zZ_SY6kLQ-T+}N=4q!(VNk%t5eQ=wks)glFjdPyzFD1~}~XI!C58HIX5n$<!5G5fQ{
z@XJsV>cxha3-w~;kbVmF60a61DAY@8K}IRm3p`V(Zxmyxs285nWH`bed~sP*{mO%0
zczPoZ2v()yyacO73X1cRT98qS^Nnazm-K=(OXa-qhXBRzvuUVadCCiaA5a_)EJ+1<
ziByXe6yznfAfpuI1(I=vDrFSp1!<NFdEup+Z0eSIJhyV?0bfMTzqzI!3Z$IEyTqtP
z3JUL%T98o+?*hZPLX|QK?}9W-#XC&NMwVhvNaHmPTJlOjyI3a}FKrj%*`PRsr%W4V
zG&gT01RM9l7$XusK{QO_gW76`w;td)ONdato$o)QVN^PKp0mQT)L1VMd|szxf{~Bm
zz1VG?&@4%5RvKK<PeM9|%J=pAFDT-xrJv28K8i!SrfF;1mf#vDOMB(xY3Lo@8e{K>
z8CBKXv?^`5D8pN<eN)@XTiEE%3C@ImTRz5VhCglgrEnw2^%Ze*IbTwGK+puAB;+Wc
ziI#Rgp9c1?rM)7|MKxzP<Uaa%%JQJ-xxxCZ^PZdYdcHo>^V2*-ygWlXb^mkC{TTpG
z^Ng!P;RmToH>Pnye9T_G)4e37h(Up5&E`Ucd{-rQp~$sGM7)#|OzBxl!kA*xEcSZl
z9yhmMp?H!;h+=(=vLhTt&88}`7fx*L2j-)UEd?{eiFwGDxw(%scE0q+=HBhS2M1<x
Ng4_>BV`>`Oe*qWAaFPH3

diff --git a/dist-newstyle/cache/elaborated-plan b/dist-newstyle/cache/elaborated-plan
deleted file mode 100644
index 4bed644e0c02a5d44a35ebbc17e7e3b6acfcc891..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 1566245
zcmeFaYm6kxb{^Kf^RC(6+4t+da_2r~XVsPU>Z<M@?vAFXr)Q_{&ZF;i&+aAnUJbJ<
zv%2a|y>4dJO!tzMY&{GKkO)%OF#Li=K%y){0BwmdZ5T9Un2=;!5((I_43RQn*x(OY
zgh5$;kdh($I}vdrBeOE=(bF^2dv7&%r!pf>oH%jf#L0M^bK?L0*?;_Vf2#C9_kZW-
zz27Xp^8492`L}RvUOg3a-CjS}=(fG8?>)-hY*u~8-_PCPgl>>)JGETz!EUYFsW*3X
zh4S(F-~K1oPo4XnFKHw%=LUhFYc;DO9Dsi9SO3@d-<i`uZ%UwU&1nsR{>Ht({{NM|
zW6vp~z7!=YXgIzXqCTNfejy4MC*Yr0KXdon|M_!_buD)<@cbax^13;@=2SsP&#66d
zcD*3ikPmjl2_AT@mfiJtbNNEH*>Sx+yWebkLEmZjo<qw^fAQ_$A71;{{@zdg*6)9O
zO5^_Eptx&Jt>Fp0|5oXHzgeul^)G(#OaI}o&2#tMH1X~>YJ*-5|K?WhLf$S2HsUpF
zys8%2)LXX84McNM&HVgt|E111|Nd`%JkKn7YZ!gC*`X>3w)K1e>a#!8o$@skw$^pM
z=AfN>1P%oQzn)XYPH6B5YRPSe(beZnltZmk;91C?YM~_R|M~TjuB9|FhLBGul$7xg
z^ZJaPdr!&*=fr>K@yBWOJp4zwA<XG{UDt`6+pXp1&*|dX`4^1m1%5u8lQP%nw_9=a
z45NOTlvfgjSAm>p^!vR_49Mk26kw3~96#}|Zq-SZa;5H-N`-R1Sjksb^2NI6)Cy&<
zTv&2ftE--~QmT92O0`n2d-df)sZ?HCUUiCIWyM`ta@<;_nrA!(&snWHrDCmIthj|*
zZMEQ3fvD=1Dob9i?5%n$wQ6O#fbvVrg_Y%Ez2X%s^}ORPFPGe<BIC(B<=V0bn3`Lt
z7RvQ}p<b?+3r?xzxURG8Rm$aREnm-9^OZum>NqQ2ak)@ms)4qGS1h=Ur(8hMN};-%
zujC7bYPndeRM3FsO10p4tN2~cyG~`bR4f(>C8xMlaq_G6mHcw80?Jm41;$hLmdoXG
zsa~orSDk`e^@^)2uCr387eHUWTw8TZtFF7^xy4GMQd_OMZoN=0mTS&REno7MRu~WR
zy`@UMRIQW>j^h=UN~P)w=vZ|swaQA>T`DYl)iOA@lwYamD@!G}R?9ChmzV2a%_|p~
zKU!--K;sfIM+uyG?ia)hzlIrtAWr6Ak(l^TD88JXP%&rmZ&-+lG%6C03W5t9pFhiw
z^V#`V`1!cq>hAK(b0LgOKOSoo1CIU;X=Aua8$|G7>7*ydnDWcan0vnOb%L&+^_#nm
zKDFXG{6EiQGC6nt3>bGz_pcyE)pP3R=K99%?TwUb51O1?8}z$vr|-Ge$DZG;H)~G6
z+3i@}y0s(dw?6cpUc<WUJ@T7<FHrT|m6>;`ZB{d|oQ~y4M9rGj?{-^Ozv1+)8q%wt
zH3)#d-?bi64f~ly#CE&|hBU>q#=XxEAsZ^8vA?Ra&KfOJNnbXS?9EQ!^E*z<Uhn#z
zy|&k6R$NGjy4mb_j^F%Duv8&cY!#e~A(e;}+<WP0WsWU>K$j}<jqxS+dmby#5p)Pa
z*jHGSn|E#drhT<L=(wAmy61bHny0|eClW#6>)npqB-v7sUrdDrw1W9kD$K@1r!^jE
zujebEucl(!biGa=g71w7-Ew@V?LiK>@6)l~^;%BVYu$2sihyKcBF1btoF239E2(5|
z?|1sno<f!m7U{cWuzUSx%ii$)E;l$?6a?6o@AdmE3aWC_WqSDNv}gOk^c)NPnxcf0
zUfy#0jo^M?XtVoD8%L?tIy;*D^xyacc`Eyfx7YU_MZxLpC$(<7=kQ2>KKn^iNNvBV
zHS!mb)*+}C1T^b=wXW}G2R+vbmG<k|Puk5OXm)n9-d?Zk_p_~L&}UgTa%qv7ZFk*4
zOQSb(o9&^pFJ?dKIex$Cw6YjTE!V&~=#ci$_Mv*RXaOlv&V3>KNvE6LL$WBU8v7NI
zI_OXnb~{Zf{K)Y;M0LI8>~i79?Hp$H@v0Mer?AXAF(;<{$L8kv8!f9~Ihs4=dR{N^
zz7JTPCP4Jt>0KZ6qK$-ae(rh71-|(?y=Xu}2#qCd!>P8sbcDy+{Z@MJ%jjY#UpI>-
zWZ%KJ#t+hg7kXkS_xvV($kO4C1=WY?xi9uTNEl=)tJdG?pvU_V;q>fR2c2oi7mUU~
zvu<Nfh+i#CN4(o2MC0X6m2lQ49g}sv>VVe(2}!4JLAvcm5RRQVzGw8#?3Xm>%w}-b
zK|VjH=KQ(BTrjsg_rlyuTI8R08=<+x-<fQ`;d_p&r;ewyem}rwB&*^VvyYnn1}A=y
zy?scO3jGOOGZifu$`UnqXk$IH2u)YjPezl^dN(pme#m-vK`QpWmXpPvo@!}g;*nSG
zlIk3qk_(%{-8ED15h<SLWu^ck++vBEsdr<IBsiowGh1I7ta+v%?^i<gUiG^;C2|7Z
zoEVXH<W;?-U8wqavsegc3O}N?rg@nu{0O&LqGk%;&}uV<pURA9s_@T+3cuEZfsK;n
zl;k6?=q24k(VNZTAvsg>5luDC%S_2fxWy7RQ}U^LZ8obnSo2Jk{7Z(Cr}IXikEK&H
zj=Z9mluJb)X%Y|2nW~TIt7%?lsy@OkmZ+JkH}sj{kmk%x)f=pNrmFr$Q`L81^ru8Q
zE&a$VdP%ra^hSeN_GWrMqO7KQnd$imw^*WPdfrfGf<u}!Gd*vx=9%jG7b1H8p%Uce
z)FZFsCE2XwxiKttGYub6Q`5Z6G<<|xEKxHJZ>TZBA<dbYhBsLAOf|eQV|SYmVYRJ9
zIW7IjYk6ZPA88QF-b~L&l+`pZGd&;S7E9Dj&l}22a7c4zrsoaTJX1Yy7*D!g-mXbZ
zJn|aeu&4~1!Xh_Q?-3m}&C5)^N4UijHB;|~4x6d>RAxL=^==%oy8A(^sXeMwGmgBP
zH_l$8P2zz$Q}q#jHO<RR)knC+5;arxsoHHelQ&rNOjW&MA@A-FdZw};k#*$Ny<t2b
zZx#>FnZl1~t!Z9n3O~XvmZ+J+H?*4Ikmk%x;Tx=ZrV9Vn@DO&_LzoVy)%=W2D@WxW
zd6h4T7YDLK4P!Z+>HLV|n&xGu^CR41iJIwrL$S?tekwDbsm?b{Y?|G^qXaoQ^~mda
z!|=vv43Ec|hL5PJX<lX;KEf@QsF{XORcf<Yy}_Dis^N`|c|<Tq;M|sy<<yKLujh>&
z`)HGRV9r#1L|;wwGE?;tZm~qoRK20k1cx+dW~$y`%`;W?hM7%U2VqW3Jn|~uu)PVJ
z!Xh_Q?-3m}&C5)^N4UijHB;|~4x6d>RAw9*^*-QPys6%G;^#`eYpQuL&eVHEM@{oG
zQ|}ROu|&<(d#Xm8&E5^x92NE6NwS;|6F*PtJ*1ik<4nCrbksC2GxZ+f7E9Djy&F1A
za7c4zrrr(K92NE6bJ+XUn7xOIpC|PmQq3YaQ|}QSHO<RRy+^pk5;arrh7Oyl_f%#)
zQ}u4dF~D7C1ML@;mVV@wyb<3Z(jXp{Gd&+sR@1!9^n8R{EKxH(pQ_qs(|Ch5&s5JF
zRx`f5JXgtbYQ~Y*^oBW2v`IWLXR1D;ucmpKsrm@FSfXaC-q2@)Lz*))Rd2B7=&1UK
zxVD&`p(3i@%=mn%dXsV%znQ9!=&Na7W~x5IEtaU6syFo6Ox33{<C&^@W0xlIT3(F<
zm!+j2c|~vR-b5P2qjIL_Bg$%;mzkcAaEm2srsq>t+iXg2u;!WSdE+8LGoDRK@{!l_
z#{Gb1b9hM3lzc=}P4hBS@)2&aM9q}Ep~(b?G-qZ?-eAo$Rq}>WO)#h`IZjMG@(Ny3
zEh5*1O<|FnsrQJEn&xGu-Xq*%iJGZ*Lx%|tY0k{lyTO`gs@}Ovjt4!jW{B}~bDTqo
ztlG^q1NfOeGCjxpUckFd#}zfNuXlaVzS-<}j^F&u={LKboe=7r$ldWeLDx5uPt)_g
zezT>J9OSF;thjMZReUDfZ}^_$dTbYaI_vj?Zm%CGfETlmn*9bRevrL=NEE-M@SM1D
zuhZ;5H#hg(+$jS!ch+3yTZ3lp!Ft21JphnS7NGj=c-0BKQ^-FtcaCz<x|0SnqueRi
z^Ll~z{d8P2bz`t=LUr>34XJG1ciP^guK$2~Vt(!nbp!sJpUW71q5JIBXqjwd06CB)
zkE6^nQSwAm$+u%AzfTfUBMB*n<xi%UhXU9miPNNrO7z>SgHG3XJ(%8QYu!%Yfl}~;
zbZ~=0@i-G~$&r_*Vd6s1_xk<)p5N^BJwKh<$Aap^^xPNwUc1+F`d+r-1P{DcD;;zu
z*i#Gk++yxtfT56UdEMM680NXVUV!gqt&v;1wzjpClOM>t&D};nXY;W5vU;$L!gj6e
zdd)#Q_o&%%gMnYqRhu0J_gVzbsXDE+%-u$9&@(c>np^Aja4&-RdIz~%YdbgBuHL^}
z%omp&+v%C0Z|CrZ%Qd=fuj+e`#7k}9n>FPPGOl$Wby{7=4RX$BwQg_!zU%m){Jzt6
zD@*qadAm@y^NRe}jdFIc>-GJ8gG3Xn-P`v%4|BcNV7J)`a^fxfu<7>)PKz>vMzhTy
z;Wr{!ML9D&!ZV3BWavxLwuTvBFp+ked)c1ftv6eqLGL>`q~{(wzW7!7LC*E+&Y;yd
z0AI)r0zcR4BF2@G`la0Vet<EVTle>SP`X|~T_iw5GET?dj~fWih`b;KK9MtCHU(w=
zpp&b0+tkA?&kj6vWV63-*JPD0@?3Av4kRJfZnq!weMb@zr+58v5r%|*>v2(u<_K-r
ziSYD!(VgEe6bv@Kp1aws`VK@5>_rDsUxcK*qH}k=Z|BerVb&W0RI(vxIKG#|bxR$O
zXUFIMc+Qpyxqi3XVrh(sTg~xzyGCu10iYS2Q^UhHWlrX{npFsYztQcK>_RaYG@-tG
zPVIrS>v4tO<!|#_-=e8t?LoFE#++TqR`U5;b){5L_{Rb$xbWj|%r9xS@*-vh_-cs1
z7uD}Mn&;c$JX9sm%}rce3Wir=i0!o&uO+5HJ_5^ILlyYdCdA+0pS}%aaSZ`%?A5#;
zEu{{jvN*0c<1M@HIsJjJMP>^AjYBn@Kj_pB)~s=;hPv`Y?*Pmjf#vNu+fadhuM;?R
zwy>LmapRE<iNvk0+pIS+i8ut2h~s)A-nLuaj^j3K(^oYH)2s1{wz{nY45(3Ph6H8H
z@Af>ue}HPnp?W>un!8TN?Y5`q+Gs?t#jDxwW1>ENEhF&^v6L#EzK&6767u#ArwRj&
zB$>ZMnQqI?`ev{2_i*kUuXxmgN40gH0Uiehuf3DLkn_B8#uc5qxw*b^dwW9>aI=`t
z=d;CpVb%Jm>vgR4mg5D1*IBfXQ9(w2#k%^vU;kCVV_n6XZx^C1vQ}l8+gQ+B+ij=S
zs&+dpB<G{4*83emT?rTpQ@_iq_Gq2f`wu|Em0H7TwV`<oI0cSRKJ6Br#xL3|ACK`K
z(rKiDi!${@n0jgsERd;Z!eVDR^$d_<2ZHt^XdeWR_%AbemaD|?HyZtZFSwM;?P7y%
zP{pFCjcIo6!AhxE&V_p#MhSY%PF5<{41$6F8qx->mWe6qMVaY~u}GZeNgB7{>uZC4
zw~ggl&FW)ZqT8)*-MS%{>K0ZPyVyWdUxwrVGMsN&&A@Uj%oAziV%598B?p6vMU^Hj
zq$itRU}tt39%Dtv)8oUY>k%&6zs7e+E)|K0eh9i~H9O)R6}6F<2~k>)8qHe6s;lpR
zU<HltpygTt+7#6H7cGoY%b*)rfeK9xfY9j^RufwT<C-c%+c1gttj?fa1)U&Awy(8s
z$xAc(o@>>x!-+O+o0Ov|zGr!R*gV1D61WsM7p*}+{Dn+mw(s=2e!%T_t?Irpq-~R6
z%_6g0ziVN^hg~p(xr<h}ioJk`o@kTX#G0yE9nhpma1%|oT&M3yj;PYa2$9OI0#SA*
zbE}JFv^nJ4g+Q|y7oqg`ssGW)u1|cZ?u*W8V_VKTPwL&6n4iz!cJl#NffjYW0P%PZ
zN=T@e+j3ICZ2>mmAXc$_H9MI&UR%v1&V$^|y0zaO2*!83M;4e9622(1Y7RObg4*hK
z9}r^M@sQhAtBY-eT?@U{9r!gbxRlAfCrEvt1~oLnqeqYITHx7+uFCy!|9kC5F03Ti
zb~@N1up9k$3w(nVH=UM21lmpcm+j1EADnb7%=oSDpr7s5v*;6#Brd?t2Rap7KrKK(
zXx*+CbT0HEFK|t;&@lWPR%zAM<a#lKP9{!*Wvv!^3ICw$cDr5Ia@>cwlhQ_uL~BT~
zRlQxmS+55|we`@?K@OjU<!ru?Ei7d*6q~!9>>%*6-`6|1qFI+0Gmat;J>G}b@TrZD
zu(0oAL_q``$hRCSA(iMH>ULdwLoOn1^=Y)b{%%e!EDiOV#pX-j>7X~Pkcu$zat1@8
z=X6N2Rbd`T0XWG;Nhx9b5=g*Z)@WPUiWEwOm$Mlq3N<D2j_WpQ%%E+q*Yi5A*Qt@_
zQVR1Fi8lmBy|P}->}7rLVKWF9R`UhqaW<B)@-Jo4IW#9<i>(PCYxyu{>O53=d=fuy
zwwf^g(lfk-JUyox$}{HdBd3(3XSGA^nRcBz)ZXjS#pO_Em|Fx|Fm&ImlxO|J^c)NP
zS{f~SVi5<JpL-NfdcyBa?hDyZI^8TbLLJN?bhQ4*t(=cFjYCQ?dp?$WNC}<8=T7oK
zOOSx6Bu!9{>HR4td(Jr2d=9yov?-eTckZN|QJf-l&jAH8Q2lc>ait$oC_Kg2#ZCv<
zQ17>!dy))-kmqtJtp7B0((%hNS%m`DpwD9ysuPfM<g+ziP!OaB({-dg@WCRMK{$U5
z^*6x7)==3~H$10jH-d>Vr&M^@$xP2_Z_mNel^5=d#A-?%Eit&y%`1dX{25bGA>d{M
zm^*V~=%i<xW$5{fF>%Q5*1C@Im5a*8>mROn^*3-s_QMetl@rvsnVgt?eo#4)h6JJ7
z$g1TQ7A8O+m68SQl;UDWT1m}>!({%me14Kj<c%RE5;U+?^<YRcUixrbWXx2@vlNAd
zx}T(Uycw4cn60$2(?aKWQN?j~N9D}aMnWGwlO&#N9>&~b{M`E#cGa-GFog-(kZ_4j
zt9o;9Sh&Q_)b-}xOt_wjBqdb(B(=_KajhfPXG2nPdYhJQGm%K>ovD&|UioD91)ij!
z49#q5gT4mSo*-dnyRGwPA~ThIJV9XIU^$FWl(C%znPZ`r#7EzZ2E7_rHSK0lLw<B}
zbLtjSXHsME?U_D4bEz3xG~s9v7J}}O;GDZAGwzbL?o5E5sni&iKgn;BQH^+<=W{ML
zia2?9W9`~4HX%8KLr@ro;F?)g@I~Gu&8f{?mHuWV{r;A;BY;e){C5)b*IK(U{&t$A
zy%gZf8t|smuDVW`^ODZF<>910%s8hrwmq6~4Pn}D(zb4xbEfS)fP2DVmqE`6J!>Q=
z6xg8W&Uhu^BvV115C_L`B|f46W1nY>TuulLJ;<nq{;t%$QmIhR7c2S7O1_9Q;98;V
zl?zMmYIW6fR!VixTd7v+b+5i$D3!`f%d1Y&tE{*yOO9KsRM{l{O2Knht4^s{D;Fzn
zp;lWhI8`93x~0mJS1Ws~-b$@nSuUXb(sE&Cxmd4w#Y#Qzc+1Nrcd01JnY)sA%C%(=
zFg3SOEtKo|LcLrs7o1WF2dU1oS1FgPwR}Ba%~uNLs^hG9#pObMsRr5#Ua>$*i2kmW
z3n*GCR9Ewre4$V+7i*OY8n9fc794LCzsq^osjQZY#X_Ov6qhPaezm@mU#?X^*=mt(
zjjvR_<#M@Ps+VfZRj1%qz2fSM>#P*&1<;o-*H+!qs_U+JZn09R)K;smTQ8K0<(jin
z%a^>R6-mzA736zMm3paKDHR;YD=d{t)fLdO>Qri#m8!c`SoW%AaBeBTQqNbGN^Y%|
zUtTUR*S(roE;4_Pu^2>*tZTxBf={4x>7r!JG(tmYMrr-!zxhu4xBsIXU;4E_x%QD`
z{lS0wjepeq?LT_<TmMJqvyH2N?4Ni3glbF551mTMzoKaXE@=y}r|RY4&5>QT$(bTs
z1S9#R-gc|1<Wa#9p1&QSEzE{n1{=n?(vWpc7A6@%e;>B}swds5!7;_58D;R#mF`F5
zd8Q=$s~_Kn)8Zw=*kvK}G0r4mTye=_1GWXj<l>T5Sjeo?pvr2v%O6+;i0(q>>Yxcz
zO)><zWJ%4xkhuw~m`;F%tJ~K~`ZY_QHkT}AH3^LHEAq*63bh`h>EuENHg}D#e`%~q
z<U-~aOsb?)*d=ScsU<ab7ltTgmK9vGrm{+0$n4+@3;vblT71d+@W#6J!3Wl|owt`P
z>!*KuA!Eh=M0U|Gj>=xL3!}3~maf>PQKeT#lLoz2N~L@S4NI#VqO)RC!@lti>wSw9
z;6mmGth0J>f0>l4B#(V>x9jg;QhX!!!f<FIv%TNx_JSrlNd8S^fw_>m<^?ssDSS6B
zQE!AsRtL1jBqU^<g{@FB@_Y<)Ou_^#%E<E&EHYyV4`7r@7!JoSlQ4z6J_OTDLP)ys
zfYzB*+@^mH(@2x>9g3YMAxbyZ)U+R}#iqvk1PwQ-4$FE1)|(RXSQAbHI}|HUS>HiS
zIjN)&yeDAMNw^QusFTo5XxF)rS;!#tfbV3b0kD_^1VY2grLQ23m%a3&mzQeEJCtTD
zcT@AsrEUaBFLNWQyu^(p%H?e|iI=vNs+YC&qL;MPVAWKbDZsZAA1SMWcq0N#%#%pg
z;Q>Jj<Pb{su#<oIlF;`X&ESyGqbbg=`gVqs!G%n{<?N!BGT4AJ_oXV$@1`XtgBE>?
z4HI>8@my42EtoI|$d_2yYFJ49HR)h|$=dM;9wELZY`Xbf5fHisrPS^0VoC?=dIw)j
zFI&JoBX3dYd9YZR>EnZ}JSo(wB3k)%rxiqMR|yLlWh+nB-UwKj-KLLu1}r`)S<Zx|
zRWnj4K8tnvgC)$8XrfbI#0X>)M@hW!D9^UA<ueddAH`MJi(^JaAla;S8wU3e1B=`y
zB;A7EX5FIxcsFFnMS>rqK{ZuO*7KN>Nm4L#2U}!;TCbNyU;wZOBxkSPxq0pW-L>1-
z?%bkmPcdU8UgEHr$rbD+P4*|A<+L6-`vDoP!}mm*RN}krBiuEdJYZGSfH6B<L^?2~
zCl3L{<mnD}8`gH;h1rp6{ku)F=O@$sN90V>#;V!!g#EwQ>0cDA0FQ2TA9?8GMe7Fk
znBa%t^uRDA)Zu(!q2ICEMAU*s;ISTgR>L6|jxO2r*B+>PXi~0fCXWfkMWPIFna2CO
zv{R+{8)Mh)JNLJ@Zf@?}+WhuNerX1vC$QWXlVjo;Cdry*FbjtthjN=CCl|%QDi&CM
zLC*#pLg4d~Rggl7VvZRdZHq+6P^zu1{ZjJ5^Yk3$E}H_NJVjD-mHTT-KK3q!muE^g
zwJtSlFD;8K-BU^lAIy}zyTaixB~zQZr{uFYw(d}@@v`i7rDlIYM6R&^qr@uSv++)~
z*+gD;ZcNjdhQ-i0kg(DsyemY|Cwj+19TF!7d^n<qC3yz}fBX8KySFy(ZbKD7wy$k$
zY;A9ROSXtd15r%_UMQg02O(JtF%XBSA)1P$EJ#odv`ELgQQ@$xJ2Vor8+-77A@vRY
z#2*f&D8Du6;<GE!gbkaZpe!<$>G*CDWQaO}XB)S+Zm#WY+`qB5{n5tFo0?Vc2+aXr
zQDeha4P#heyLoeaXKnqX<f6;=QmX1%-}&*ajqUsEcW!U*+`YHHbBFs4ow%|2;qCkD
z_wQ|QAp6?37D}32k`tFO`)t<W3f1c&ppEpTqg{z*d>ibzm|~rd^i)DV+_=4QcXJ)J
zh;J6kiwSp!3T4p(3+`C0=0oW!gkH61=M#aC+U#F6R3Df|6_T83MiLE`WC>$@x|!SX
z?&s-6QWF;~q7d!1g^epQqA9$=C@g?A=)l(twJn)+S?^MB5)tV=vb}aaCJOjGsgJPq
z=tHocCVc=g%L)1j9M*5_TX0*fc^IYQ%b<7|G}}$MNYb1EOIg~c5?-LuDMWPa2#!h7
zjwuK|4KV5$D$A{kl?`izBxAP<;(^^jss<P$QXcjW78}uN1$4>Qotr=Y(WVx~c;Qh)
z<kp?rYuB!?ZHA*u%LL?P)m~9TK~fOTWg>npp<v)s4}VrT5ke)C7p9o|z#EPI{b<6_
z>2|U-7Gwk+t+aJ(Rek8&P2n2pYf+;`7Irz&Z<yF1aFS=y)B>)E(*F>SgAo6~TeNUO
zhWVlFE#QHlINS-XHjGs;6{P724U=$RggiT2G)-z@XX71NY?#M8o3}RZ+}n}L`}W2s
zq#vNf?{0p)dHX||Y7SLWze3ON#I%@9HHBHh0pHryn;Qz%+O-`q<Taj+Z{r(s|JKIN
zjXT%2?{D6|zqW<h(fZoX=EqbfoLou-hUy~}S|r4Li-x{r_&|RqljLf9=f02+iSpLH
zn>(BLx7O~i-MTMYzkYLVdwV0)e>c}|e|T^0!woDCoZYq)zzvj~K*glc>Fm?&5;Iic
z(ui4~IsVOQpjxa%K2GafTY6jw`3&hs2aD}<C>8|Sv+hB(I-cjkKN(YB=@bqLf$P8M
zb<;0Wty#33sF7^0U4|y-v?%B|+YmB(5)p?&LECB#<b;}hWHC*ae&FQOi3ne=_6Vl=
zC#+w{p<3`DiSyStzrAryvVG&*>l<4;oA?kB3uw-k-5wySkz5vkU%R@>cF4m5Zx168
zfvU1W-)(lWR8uPw=55Nlh$N*EU4Tifl)-xkGKIXMv$PRx>?BxF{B&RuS*9%-BTW`1
zSsXFJp}K^gbgFcup%;niEsyx)JQ+3!W(TpRCp-E`pvU6`_WtAgpJxcf9)Uc<9!dpY
zP2D~68?Uj1on?OKNAX(wtvpRm>q=qza2O1hIEV|=ikkG=c$#gGyMr7?`;V}IvFF26
zWU=8=F@m``CL+80q~+ffN-lx(g>YS#G`2@6{VbdEKSgdCJ^~}S70$0DP^#8HWQK_C
zpr^<UwvC^T6{eyNC)wD!9zD$-p_fC8?5Ejy)6{z+4#anA<<vBBI&jE>K?cW9ku}Pa
z`G_+Ghq+`=`xN<dEo!Jc5q}mkDh9#)JX??{8zua(4b(A=9hLf)VGd;@S;qAx3nv9|
zipE**0h@y6hT#E_llEg2j8qs$0bZGug_R%hY0a!~l-b(20Hqs`jmU_#dI-pHk`rUe
zADNWGu;`)Eu{mk|sjSX{G6WlD+2Qt?Hh1=c`j8Okus_urxEz%3!^fvq1m0yL)$d1#
zgck99nGJ`A67i)Jm0O2MWsc%mJz>0uAg5km@H48_`0crQHf5hXZo_b$(~pPg^V#`V
zxUVG)JEL+c{T`b`9Ki)>O2%Mjj(!e<zaZ*~0u|vi=yHtLfY8v$FVnGX7Q2{q9GcIr
zI4f+kJ!kj~k;~9&!W0toO1Kf4&D+aa&&{)SwGKu@ivDD@zE{;b4E8q=F&#B7FRie6
za)=r#cAUNuMs0q_ZKDk0Lud0&wODpanob>|h6;$1VYxRjwd}X|K%p$VQmU<1Dz3u}
z9Ew*%jDI6a@|WZ1H3&Uj#3?U`U#izN8IgE4M9L`;^IS;ETjsG82&#Z21VMA_WhRFE
zYHmcQFzhJyGt5X{Gtes|ILk2OxX5r5a*DynbA%yNewktE{2IZgQQR59lrg-Rj0NLc
ze!}s62cdo`E-6JNjsLwY@*zfL8%DDfO_hBB7%~Zh@Z4bl{(TLfG=$Ye)VV7S8HkhO
z<Z<qp-!I-8^l4X1gb-}D+x$k<EB}`H+nWe*sp8zxRz4Qxh{7q296am%HAIQTc{~c7
zSI5E`GZ>;lQ?A>=ra#OP$l@4&4B~<hG7sVBTBEQeqatD_Tb(t_qdYo3P{*XOt}f)Q
zo65|@x+}0D-XIwb@c|q*pJ5##qgKkGk+qhC0GokzVN;NL0b9kHczXpCF5J=p2oXta
zu$U`!_JQDlIAX*hKjInoJw&TSfNJbdfZj*At%QC>WX3SAAfJ&~iUM|-I!Anik%m90
znNiOzcLm-x%S&FqyyWKV<t5Ma%JtgHN~K<0c1uf3TA0K&N$B28*a6(x0=MiF`zk&V
zoc>Y>YD+$F&VrevMeL18s=e94MiByJu;bI*%h7x~rDTL=Rg$Be^SV(;=GbOIlalQn
zE@alUy%Q<$ih*w%)@dZpT<l8;dBe?kGYQJ1$*lcer`p}qcWup??TkfXXCip?-#6!4
za*1Rtd1zuvOC+@dqF37%)78C|%Kgexwj1na4FDmVNebjgqq>`i$xPK#%U}B`EI55!
zF!D3RdwHG41l(7}nengQ*iP*nmWgq{j4S=qI1WQRpE3T-0T>5nXntThV#+Da`AJIU
z7brK}aG8V<t}aSa=q37NV!j#W_~X>WC`WHB439EN5N7K%lh!kAPSwBTJ0b~!h|=1W
zas5%ci_p5sJhRrj?KXwQMc~^Sa<ZD6xV%i|m|u1dk<RGSe!nWJap^0AjY{>E5uZ4+
zP!m?VN|7JCq&}@MP84RIl7fBprT6Ijh7TQLed9AsR*v}gBaMhvA#>mL>|NXX^eV2H
z`R==NMnKQ!FN*p;#fO8F@p%5?#l=jVE`{MH>;V{*p3h%gv_9P#z`TG{#S0_8<?L5=
zj(8EsX}0jGHgH49b(pI9-IlG>fS~P>dvY^q%MjP1%;p^c%NvjE%{u`4hV?1R;zA-H
zfqnN4Oga@L!s>z<Dnpi^-|{`$Vc-c7n+s!tf?a4#eq<DE%unbNrbQ7Nn<giYg_<y}
zKs<6!MAVi6i7C8u7_q$WcM;TF^n~=mpb*@`xJ-uTHaff2d;mt=a(dr=m%Y0Zyhqs~
z5%(;yK`(7O1UdRFW>H#9$<Sw?!i4-WFbM;6s0#=MnS(xr35b|_VoD{LA67qYB^UXi
zAMA%wEG{+^b}BeQ-lMy?R3LLQ-4zv4@?=#Iq``|Fyh>*13f1U4rFvYwTFx@o)9|XU
z=DlUdt(2En>TqAKEy2IKTrCyDS={fd60bm@gox7pPa>@SLp_UG(0RV!)sb~y<WzPY
zV@2??&S1&aw_Ch1oMo?L6mZd`{97M8{;2$KZF~Bvkv9|YQ~qs6@Dc;)k;pk;9LllR
zI-M@A7=f`Q1ASo_=qh4_V`*N~+`>h$vB4gh1HUz#O)2PEu0*q2oVszU=Bh}wuS0q{
zOE*eoi6~zpQ_~`IHt*QDMneSf5!ssEDw~6mGh*GvGC!OSzs8N=4Ev_@nZ8-(?Zn*3
zq*-%2f*^K}&~Pp0q&P-A&C12m6caz3ADth^xb_px9+!+PU-rW*W@P%+CgSkB<}Ck3
zQdD-B&hGtlFK`A$<nC%ImecvGbd47IQkbaDs1jj#R+WOU8IvbdFl;o!v!c{`*Ta<n
z4E4N9qu>z~^-cWAqLjla671T3$7zT697%i|SZ;c{4q0>qH%xHRQ=*2A@AJD{2qKbP
zxH^%Gsp~O*Nw#pR=9U7EMlYX}1PX)gkb|#^s#T(tX-}^TW0^1^gqc4RDS59;k~t`6
zy&XkLqZl6vtg|~B<h2OMCZg^4ak~T~h*k_sd>6AG&XhvJ6>o=Zlx*9)bJwdg>}gRA
zrYf8uS-lzS$B%ILB}2&Wp(zWe$d*!yeY@M)X!k-wWtC#S!qBqIF&eu~jZ>0w$JYt6
z92&N#+bokr3?4=$lVC#~Hb{;fkrdGsa`h_HqoY^K2vm0y3!;G@nvzTc)t4H~NzU#J
z4<<>7n6NQz673G$#%!7(a<b%=NEV~WQ29pI#`p0tH~L!&tSDtLDNHp7wj>-EReyh=
zWl@Uu$I_jONs%4-vC$1Og}iPU=Ik}EI@q<*<Z!&7x{m2EZo^=hGwR)5=aiRqiVX!F
z^tbwYaGwjaHt>zt=`V)qQJxzGsQr5Eg>?*l`*oJWX;l9PR}*GMz7}sK<VTgcrstO9
zW8JJf_BAf4(#d&FpJ&Yt=gM7E$+4l_2y0%AW8O04X(-eDaJ?Qc8Ewi?wRAtcX7E`q
zY_RWnPBUwHNhgX8Rs&pjYJ9iq6dCZZ`MURCQ18w@5@|PC{+*^|b6Za)!2XpX76b&o
zoER427es)WpRF?lwvPVbW%-;0f#@)%vjPMOSPpU8Ii0o*c@O(q)C$S2*@#)7F}$px
zgKo>aft3ub$r%wBAamW2cu^(XFbBKg2lgdGveAKkEm`p1+quq>cO=E;S5Z*6(ZMym
z-A)_d2d+#o7ZSwpqVXFK4G38YrPw>LH@-8_Wd)%_Ggi?uoodrKWaKIfH`&tc6+T)a
zi@zY6g0t-~OYcZ>anTJMdm&FmqpqXvo-Z!gX24eonUNkLLbUKYu07W6cuRm&3TYsk
z`+&NLcpDIRJ*RaY8t#?{i+@+kmgpWO+f0TKRF!53x@ZQfY%<)7R6ixyH@p_s%o^$Q
zB7-bW;kv@mCn+%$JJAW4L0=ufrd@ZV=ro<`xx?_+aMMnxrUfSf&%(r&y(ufx>0prS
zZNYhg0p5rM&<X(8m2&=T@%+siSj@Sv$8&FDUDMH1uc5*br9PC40Z^zg>ZIIKk#mKF
z810P=9?>6^$yaP~DIq$@xPFaOnEP@Fb1EZ{sRlT6OJxk794LOM{F{aj5@QE-t1Mb`
zb9JvoOGTK(1a97eKdJ5&77w`LN_<+nnDp&IRc`ojC5$NgRS;soc_*TXGm@MwZ0K-d
z#W-W?B}99(Q}1Hhro}-hBV&Fkv11jA0nVtT$jCJNW*6EJ>jA!8563>D^1z&N$^oM%
zsbct<`69tw&I@Xz(@?^Co9^Ka^|~PTb~s@cqaE*9aqR*$G*@_qjwh=4CJe+`f3}Q6
zEY+G=8I>vqBVi)>K+`8e6)zOWrKq0{SG38ZJMOexlX+qw-GR=ed*nU$rc;F@CHIx!
z?3SVBg%F{~5hKc&DGN>-3Q|Db-PyLU!}~po4BA&uHwAW5$6TGD@2-ap*ibJEdA{of
zJxndV>u}m)U?COZ)`95r$l^et-)@9EOG32p(J~IwME}VoinhhLB{K8#CYmHZc=r1G
zHp2<#snizk0~L>)DLPbU4v%Q0!?E4q8CMy89K{HW&!q&xJKdff^?FbV@~D=`TvA}5
z)SJd6O6XNi9Qs7-B9I*2bGis64iyo-h7|~T331y6??3SzJp&U8ixTLwj@8a*F;HU_
zatb4dKA4Q_oO&M`ztO$Pxfj$1_xjd7n&)uw*Ekshgt;0#N&9ztTCu&Xaua4&Zw_bK
zSK;oY+jN!z;3CDfol$Aw_xhYpu_K-HVwfIN$(#Y@%4iWT3t`FH_N{PFlG}wO>`;+V
zn-a{mQm)w#uPa1b2zj!nyHfWwvqNS_#Fp7hyoIMEQ}#u%dAx<?k>}&Yhwt>XX`pX0
z&{swQA=U)L;YJGVL~mgg-q)KJXGEH*Hx_h?ebd;35~=2R#|?GBMk(4cUpMp|wGBkp
zTks<^mgTR<(qmhP3$m*)i!%4bPAK}{R?JlrNM#2-c`l+LUX4Q-Yp{1>d9n}0ItDUp
zh;+Of)mi8lZr&FXQQf^qUaQP&K3F{5<9j-1OSIej(WvejAKyo~uR59;kK_ADcEqTX
zg<{Mv8_2&+Ga?L9VKyU7JMwT0&3eWBlEUyRK~U@fvT>xmqE{%5!Jd}QE%@mtdc;4>
zoE#+`_6h%RHQc;|p75U}o$F&8WgZuLXUIY~_V<beKu@gLs|fXg6FjYP6=)&|5vF%X
z7-#;b*FklCgzaqMoVM9nw64Jyf4lEJqSW`{s2$|<SKzeWY|-tye60WVcsaWKTw)jo
zKHDQ(JX*!;$>DiE={4>oX9VPUAUME8ir>puMJmpm>5kqeU4;!o>$ne>E$$vVE!;$|
zE~IYZq{+I9%_X@bsZ{CwU)<n8Mu-N0buk>Wsje7Sd8c(8g`J7j)OPl*Dq<tijt@@5
zVRR_Y!0F^$p#^!khdfx!@Rh=VfoIJFvcQud@E7+f5CIO-F>4nmza5WaR6LM}^b!LF
zbfT-daVIg(r1^Gp_^ul_cN3-zT^TK+AT+u-&LEP=q0FN#CX3GP5d*nROaoQq7EBKD
zo{QVQBTR)&Bl*e0CQ#5+us-}wF7Rs7U%%?%W@L3Kx4Vd_Yh-B=@JTb@R1Pu&_@dK1
zM)XkwA!jY@rHHB#cq0=aSS{9yU403$*brZ|XzCHJMPTT$T5%BNd&zT_%kEOXy1KgR
z)$-+nyILzCShcp%;g7c5L6@?^@*{2UWEwVR;E5itU-`6-q<|)qTt-^ksWM2{lPd;@
z6x<4DP{$R3JhV^<%=1)v{-ZKzNlC_vs!)Vd6(mJv$wMVoOzfAfJK-@7Yn`7wfKnxE
zqh$NBsu&zen&wBPz9%sQSc#gGjWXbic7T!u=KX7!0;G13f*t$A;+ka0Eej`EjLDog
ztI)53IAx=G0b<l(W&n#4N7XvQE`BUsF#vA!pE!VgPj0W5z)tlsN|`r&6z$5#s)?I8
z?Zko0y;be_`&qx&=mZqk!!Bo`GM7qTi5>680%)Ey$`=$vy1<HSl;x#7d~HK$9~seF
zcNkV-o4D4ISTt$!foVu1aGu4QTXISTK#$=$f2ZZ`S|7q}4w0d(_pza{YwyapE6oQ@
zyWZpp&*YF?1vypBVGehSe&yqtIeez%<5_ZbqQ?wAVVLB}$76t3k0-*%Q{-SJ0W^lp
z+*xv75(vnFYuq1gG-{8m#e~@xdf4^8r^G$0dfdkJ%)q>aErA{;URCTD_F;I5twai(
zgpazK&HR`)#zZim00(A>iy+I-AKx)OAH<B%#cWN3DL)98q5!pEUFdTJQ85v@A|>$(
z*O|#+TLIOo(;=%MXCaCrcvuMU56qcD{6wWRNMtCQVPPIrSGFYL)Slvww=wMz)45NT
z{A(nW+2h4aU1X|l#mlde<;J3QRcLQL=UF5h+mO8qmL=G@8h~>O$m4ANFv&0qcbyfg
zXa2*@IEJvUX~bypjRVZjy&6w?!tYG(iR>qsgdb96Jcxyj_bI%cfNLhY3fkcW+y%ow
zu6<6e6$zGBi>CxEJ)PCS8dj&IJTM@y9hC;i(ia{@qAsGRDc;0UzMuNIB0I6Mse+UU
z{R9)4=Z7jr_=1SP(|0<auxgUxA-;$ZCHYz6Mll6*#;rUAe{Ajr`ltZ@*xXADj9(2e
zgjC3#ksD?!$xH``eYw*CUkwA9VUJ3EQ@BZA5+u&kXI1}c5>Fzg_O9oKql20=j}LD6
zr(sX@v6$MIp!8uq2GHl|v#b9!=!*h08<NEp92ceLF=)d-T`EjUe$tneaf#>GZy;*k
z#?3n)+HE&pW_D%Q?8>gEcx6{?u!idZ7FKKZU;grc@aNzA)(`&6&;Hf_w)Dp3t@D5I
z?w|RGfA3eU>VNXj-0xhw@)zO)9DP43S8g2!9ka`^rnnqSiNO)%nUd^N|3CzA$*OgR
zx}pIw6^a?y!XpZ0^iR$F)!Zo)EhRz4(%hKLhbRh}Aa;uqm58hfcp))n$(6zN7Lj|J
z2+<^KjtrJ$`a&i|8$R4M8?IUb&O=$a5ou3%>6XdJ$en$hG>3gAFJH@0&{MwBjCf6d
z<F^(v*vS`nrpW^G-wBGr^Ge?IW|X5#-*8=q$WV8_$y~MZk)a7O--L!<fCUxqLR&$A
zkTTvVq8h#7_A%oPmyIp!*HvsO6^*x|y<)sAMcyiQ#mF;}O22U<lXeX=Nte}F=KLp<
za=Qx<h5doO3cOS3T{;>{yxS#plOw}djR1pkcuc+{1o^Q*xZoZZtw^UcQXL6fFkh?=
zk>ja5B$Ov4#7DSp$o0RicFX`LwkNVMbI`%}5#Jc;Qt~)@E)wXEjvnO`{Y!VAfR~6D
zV~LAF5Nt>EmW80}@`y{pQao|$c6omYJs0vBprkO2M({zLEM629MeDYBQNeM^MP=A*
zR45D#2re!%R}s2B36o2Ho6-}T_K^ibQjP_MvX~Jvo27FkKBwb-DX}UA(s5lC3I}s)
zH~=!x=$OR}W%2qJnZw;pLkSt_{T<~QK<SVAOFVLqL|(XMDp9jpmR0{!-{JN^`jZ!#
zh_Q<<4r6M{T>0<i4=}h8%t(RbMGQ;8hl`hRO+_*U^mcJYqZi5m;Bp~lqNZmhN%SbG
zSyjY~1rjAk{s<fz1=rvR@PgD40y~yo#(GMYlGs5GW5*{K_@l9mr<AcD*=T{|js_+U
zSeA;2HjdS7?hugSNHV%Yn0u1Z0@E86(lK$gz>&xvCtBc0#JK}T3rt7)SkVH<pgl;m
zz;P%K5G`;VN(v%!kZ6HZ;yr}%^0|r@h`m1X7ma1YTM2Wc0@KBfqryVGZJlHl#TAai
z%<5(o9)?Nz<!aIo%#)CF6TVyx3Y9EoLO4+G?1~dyOy{yreW_esUS3soP6nk3WaKZ=
z<U^vz+(o*@(vJQyy<^M7%eYse;goRU3*C6;rXyf9wlBz8ur|_CbwzxCr>t-yl$t&A
zflgNGZv>OZohN@&U#m@V-wL=!vDw1CW)BvvO*k6<Sa|EU2n&Zmdd0kT)!&Cb*PRR7
zgBGr7!XtvII4wRR{Fxh`U-e*u_pt+C#AesJ+k~lB%X+`@(7yuT6^fpRaB{br4;rY;
z`VcpaG`!A(?nCSSwoJ2kb(&$4x0u<$9Y_1tR<i|jJs7~f59jIDey@3@)@^j#-B#D$
z-RDE^uMg4qezhB1feBs@24x76XPN{`CeF#Trwk6El<;M+jjoR4GuWsX5kBeITby-M
zA$0;yk92aS0M6h=ZR@KubO~@GOg%;$`Z86Vq05)KKSHP5mvTA7w6Gzg_z4rx*f3Cq
z<WF&mqB-2u0((PMK61W(KnhBCudiE6m8BI5sf73{@He%tih(O_3}F`+h@GEsc&h53
z`$6(fjWSplg@l<RPzWPM*o+D<RbCv@V$5=C<f{Xa4D1H4NR@HLdN)AKClRSo1WXLT
z**=_@1H0+<>m-Ka8=3R#H6q>OHe9|)wPr}$;A$U%M1@?6k9QR&Ntjz+37d8$7+Fea
ziSri`RcIUZQN$cg-l*t7vQ=U+R;XOo`)Q9F%^D08rPTnUBMxAzNcIKEOfw7_BQX`F
zdw}3JwFZ}8VtWUXlgKPoF+zok5Jn9b$fMzc$h{D@`+_A6S#4`gg|j3(PvDxinORLd
zHCn&L8lBONh6);V5Vpi`TWedJiWwv@<RU7)aKW#B1E#C6P$e@^p+MC30=2P^_E01v
zT6Sy0&f}!z^(c`K#{MVgM2s0G`x;H7?2oR=!_dj!S5iKUF<Vi^I2>v6S6-()qX+J_
z$Z_^-S=iSg7$t6;B29q3Nv{?913o6DT%%z!A&z(PUEr^}tU<FVQ`I($^4yl;=W*g4
z{%QCyDfx*3+2G)FW+!oi_OkdJHq^o+BUwX~9WX)7E#^+#fQMrr(!<>+@##0i8X_HN
zj0wc>bTS>4A(iPsFHm1)>psq%$Uh(*@YN__wgI(1qOotsz{AbKVtO6%4q(=usN$>B
zKyGv(EL^4Jw&OoI%2q=eLA;<c-adZ+p&JrxI%B9%(bjYodgy|E21kxC_{5=2y1boI
zA^p=KxQF;xe^*gN{GGYGv3Bj&MrckmGqLe%WpCA6sZ}e>h2>ReX}PenT&!2TVx^vU
zW+paI(ZptWP)QX^J2b3YtuOt=&%b*4_y3o7KH2`sAN=0W{`i0QjlcRQt>61|%YWg!
z|Ly<&*IfVa{%IEd<ln=vZaFGAj-bVeV)~4-DeQlgWM{5VXJr%L%uF@3!49gi)C|ow
zl1*)R>tc%Sm&puf4!R8k>xM(yh=G;D6W@xF20pX>7;$BY*cwx=CSv1J@4$%NC;b-R
zkFmmSsKefo$z-s_>-FHX6AlF!I844>3LB{1th^ZoH$1DqDaxxoQ#Mr6C<xP73ntv`
zzVE}2xPJ+D0An`XV*qq_P5PF5CeaXUqP=g^@(WZ=wrOu!2iUf^tVuTRGpVM3qs-T^
zZRb1LpgTZhU|~EK5R3J6nb>U@qf5J-AzLyF*OfxuvS}G!D|X3zT@u!0((nwq(tu3A
zO6xN9N=8X0G+U<WY-zTpUzdd4ntsLASz*N>3a<w>Ae-<U!L%QfR$QU27h8M9_r0}C
zIcSYrh#@Jh*oZ8#Cr(x}sRl@dmj1|GY*pCdunAGPFD5N}WG?J=N`x@Q*2zlT+yne*
z!z|OVi#8unU_wi+WMixV2u9j)rSby>Etnw5Qvo`CRmY>89#0VaMk+Hjx>5<zeU!vR
zxfhe1W$e2U%g3-#Z&hG79$PCYa9|c{RLOk2YHr=2o>XQMFO5IQSX9D>rfmca=Es?=
zw*wTP)Y5-EQ`A!FhvhQZ>!!2&sEb4=G9CEl;b1ciy$%awXl2C<*8^C49X>I)4~b!D
zUV`1%-NVBkGyaOitT?#X$eX3ON7V1cH?fWuNp))#46L3A-q058-XU>W2I+_yggsH@
zhb7NHDyCt^5egmah)ZpG<7{qjT&NOqc9nnW)>{lQ9+`$re&D*&s~SsgQfr4Q8;eDi
zNQWZ^>X>2wS-9qUw{|fSCrp3!aYbmE?g?F8%m^5SR=^^59T6t`0Rths0+>Qs!8o|5
z)4JOobliOgftggkM0ga;Hyy;J@?i_r!L-P?zUd8i`@)n;qJS3;Vu9WAn#j|CbO9$-
zQ(}{<I~>02s-AGb&fjTU@56S%_a50T58)$)6_sf)1?piYb#wS4G{wEQjeu#3nQLZ?
zV?FY9S}BwLOp;}irYTlv?K(V@=^8VHhN$5|?c$KRg|L{R*^@{l;~={G({d1uD?oTJ
z3N2OFcR!r`sWq6GarCngUwFN!fl16It#_+f%ET+Yn27}TQq~_Zm03Yh<-Ud6$`Fm6
z!gr8K5v+4|V3`xKZlP(ag*^n{qp)YNwefJ-1qBMBfMa4VNFmW;*l>H;CYnT+IU}Nq
zQJ6H$Cy8phuFLb=0%^<f5v7Fa$>44dx{L+a(2BroA}pB*cLs_u|Mo?sw7`aUS&V89
z5<&)8xE$gUE^-CiaTE*w?9<J(0mq^H4(_KDW>gecj(P%BAxau}1M)p5*r!cBX;K4r
zA#z+s+?6I{&Ry6R)|nRw#^f3?@=-JiW<uiD8C=K)`Q(5nmol065WY_sU6}|1>w)L>
zgq;*g5Sf9|O>Pux4b)2x31=K?do#ek#sl;S8rhb#cA6AIj$)|va5WT_Cw^*6pmkxz
zqy`v>eGgaPA^=~M0=n7^!burILebw!nrk?segN?mR#>uXICDk%dh<KEI|PmaOSQwt
z1V_nIyspr75i3{Jy}mm53+mF+n57k-Ydvgwk4Vh8^D<C6h?Tuh7)@H01(RR}R+hvH
zl5Mhsl8iw2AR-d3iLlyqlTpSnf{IBlm4ZJPOyFeeAOsl8q^}^Nn5gVqh`udi=uo7<
z42^3Q0Fe5$->t#aj;!3IM9ScG7gSTZ*U^*a*nWh#gdk9?)2u-+(y}0fY60!I*+#c!
z5omRvhNB0UQG^)8#Ta<#2p2jj3M95o7jeBs@7JM?GSL`}Bon^Zr+`2d>KD9}<U%S@
zR9Fr=)&&Ia_4}lGNjN*ZkZ{rik|!|FB*ExDg4$?%uqxXZkp~+HIxHBX0w1bDBV+TR
zRxxgX+Q4dC32K5QA5}u8!EIrZC*+P4CiQ`+5Z4=utDHqlMFjueg^QVwOBYF_;_C%K
zx?Yjw1V}QyF2(@GHUx=1(BbU1(Zw<(Wvxr0Q8F2mEHn??z&&yJd<6(Sk0#JiQen1j
z>w5U2NuyAXAa>AlGkhnYG8hz`6OAW1zCu=aIxv!CJqDWEe-ahbrvQR3Vj3YbqrTly
z+*AaEEEg_b2wwRR*9lqV)+}y;Zg@dPd{4rABDE3(w{VqaCUaTgf<qaiClMy)*{J)O
z)Xddw^-VKP0j(vsR$cboC3khXxLRB)x=YpN+ETfkU(GK&NYTfh=TvDGaZ#h@52d{S
zITV6;h(~$7@^C&bl)$zpV~G>aSoAI(1AcMHJWmcv3UsY+J^T77pdpm+q(M_S{m9)Y
zDhj0L0o{w}>uY9I(8@43ZZfE1Plf=brMY49W;26Nlo_pHh?N2)Uds@XV(fD@Uye6c
z<PPy<$aNqZR{ceVZiu3*syEiQ*Ecs6(6HgL(Pg#?`PDdajE*|jzA8Lv71G6#pv;q~
z|AakR8PVm?HL9jmVbbDZUoY|)n*jKl27WJ%o)9xPMA4ETUt))%zKY<bPI#T+P(LwV
z^D>~Jp(Vr%w77s)1f;{@Is*kWq!FSh60^h7L-x1g?jf57#vS9Psv$;8uzPeL0%`cQ
z8s@axw33&ip1C1`UG+ha?y1fh_o>rXyYY&clGs2>3(yLh<a91E0OyZhrIEd_$7QdQ
zrVpY)K1arD9qtc>guCKx1Z^D#GNY!d0z*HHq5V`OD7L4_m1pWbDQ`B}c+#J8?HS=)
z_o~{zhfiCX0u*GImsV=B@Z6}t@?XXk89fRGnZ^9@f!Atfajqvq9Aua3^}NC`?GLx)
z&mMq{Q^a>o>Em43`6(e~x1!Sa_*HU)4;okYRgfHzdRexYvX!dmmRD<a?!FOux?`At
z6Qb?3IrlRAZ~=zxPvxDPSBY<C9PYVM)pHfeWzAG0K=;%b!?G%-x1dpmOlJxvLYi7U
zk|91G2ghp`H}T?r?C>KxH#NPn;+j7Bz?~TD;&E=17mOXn^^3HjN1J|yvbEvj`T^Hk
zv#pQXSXrvt&c~AByZC^zjoms0c`gR2lAp&hJM4_bT8*Q2ifDc0tawZUoxy{CG@K1Z
z7+(U3I3{X$MZ<|P;@T*}_);-)gH-VZ$vIMSEDYld05gv7R}%ILWoxAhA(Y17H^zXE
za8`T=yOGg7Nwc0<1mKlztT$*COdD5X4XgG7K9h@I_6#%jLu#HMUJAB)(DJ;AE5h3@
zT5|L?Wvz-2tY-|1KhB9bm$9&#`XP+`Z>CN#^35Se7mey$t<8+&!4n$x8Xfsm9+^{T
zYuK_4a?PS^^9MOzKZ719FmD{$lYZy9NW=l{WcCx>L%|dAW7#`=>*Pz>PdZ(=r8$1K
z8Dwcw<&fxOM>4~ug1yXAywW0pd{5G06jV@3sM1(4M)G1KUmIB_w9lrtaOce#$3+u)
zy`7YUR>GbnVgx;j@lZ3g!HM{1@DP>oq89+q$6S)DnwHa;%{6F=7*hV6fKJ99)M)1!
zdrLKmUEoQ_4nMrTzJvsjpj+#6L5QZ~cpo1ENdrSZH^<uw1gasQ$2L(XAjeqUMlLbW
z?&?w8ub3r-IkBUN5}%QD@?RZvaCQKV>7rDWtznfc<`E)~)9#&YxL{;@9fH&Y{G%Oe
zSco(9ae&Ul`Itg?)^6Y?$-ceswE6pb)_#bc6M6HDf_ic7-p-9Xceicwv~s(TIx77f
zTO3A{Up9;nqdB?}vv{~OXPu|$tP`8&YE5DN`Cs~Xzqa|yFPE;J$^X}@mw)Tzw@&{x
zf9vai>(syR{GEUPSAO>||3C|D;zOvsi{|2VlnIZrFSp&Q!gy40%-mq6aD!2OcLaH+
zzJaIzr&zRGv6Nqk8=KSKaBObA5ckcI8wm@>B>j?AScrQBkTU?GuR5(T_U`2mEJWVT
zYhaFZszRJD#Lf6)i@*ibSf9*9V)+Tn$pyqOapY|$(pSM;KrY0+DaNe97UJF$W8l@A
z4Q$Yk55l-*!bLMxhpW!S#8wb5W7RH1BEbTowwi~T{DQE!6}8Ymi(w|V-qJH+exIHR
zQ~mTz#D-1JBp-mZToH~oJrm9a>6r*to1Tf-wdt87$dz06=|w5fEyO7r;rXDe;f09b
z8G7oVi0p;TLQ?cyYDYM`6K~<nPP~S*I(m)I=qN2Vo1>)RnH<%x98buvC}`ryXrGSN
zU4o}Y*(D3JOnM0;`;OhQAgnkw@nM2PCFMZi__>rK!?Duu@E_C+IY)>;3T$eX7gdo+
zAYHQ{iXaBAh_ot9-to2?Da7GjV})eATO^8lpxn5S-aa-9(6gw?B#t~ZR4KV=i<i))
z$`nggRh73ZTu3i7;sr%jMz~pvspAD)ynvuiG>JH&n#A?cx@@=rrHFb2X{r!(jUtYg
zXsLxLlC1b+=5arni?3+up{k%^xGH0fr&esLtSAI6Mz69eRU~PxCd(w$!<`haXBB$=
zBMKpWGyO&C5q23eJ@&68O(x1BB>BVcL{fhB(XH5FA4<b+*HD_=XB$oyJ6%J`a-U0*
zK*yLm8ny_8ZOM%o3p+4WG8)O(LQLw55@D=lY>$RuYRXp)K8VH+7UjhKgAkdUl1KW|
zEc~#A1%7|h)x(I>n=6ll!|)M#JUr0hv6a#RJVOqPglmt*5;P^j3*^S*;*6csUVSWl
z*q75=In4LTosbfa35WbV4g*{0-SN@mx0XT?n?Zh`0LsUczt5HbMr7xk&URnJ-pIV(
zNF8A$z<1fvwyU`JJS>zHHJ7C`wizzB!m&RYmL7lqsIfUt1*i2KQG4Z7^dv|>9#;Ko
z&2Qo0ybQnSQg$`JRIaR4`Q&`g*fyu4A~IQ6bkx<kdIOzWdlF?02EX128r7Dzv?wlB
zSKWHSVRqr#ZQf0%N{@qHqwpI+t<$g9Kyry(xwEy^)#|FV>T+qZw@zE?Vv{K(_8iUa
zV4Q*ZYt}1xOCda_Z$#vRJU-y`7in4t8nGlQX5E6mFL*Ap(M|-OqN>7*-ZE!)AhRN>
zEV%VDqfXj*m+ZxUc!=mrh_M{h{k9)uYwcbisFp#>l3OX~SC%V`EO9fQ&>VwY8`!?s
z@m(Jq_MLtQ2(gT|i!gF2yUVpgRoiBY{dq|W_U}VdUV7+?>Py*rb+uCRmbHZNU>Y@Q
znAA~Ygki>y1cpp^2x18JJ5s_Kc9bkL%ow?4uyGQ~aA^|B`Kc1f0OKW%Atw_hhMq`N
z7&u)t7$W7DB`4j%Y=pdw6_at&F-j;#$iiq57}N799iG<DW4m{vUY(>fhx?F+{>!zN
z52abME7?+QwNUbkJo3|Xbbm9FlW-3~*bY+4$Jx9DKzs-2S+V3>S1_vdc=QRyr18DP
zWUp^-XiCOoODQVN%|nd#W~()TZx0-_ra(R(i!{Vg_1uPc1DgWirh(KhU<y(TOG|o%
z_3npPw{a4~r=XJ{9#vkN@yBr6H@0swRTB_C4o6!4$A?e{<9N}KK6@KXngVxPS!uhi
zctbetn=n0aFap%y_&yzrf>Ej86Y4iU*5)zK6n{JzQ!bhR#@#^>z<d?4{@1%5oR(Yf
z`*7=`rz>#a!Ra~9#~qHj|6&|kRl+}_GQ$Q9=@;oB0VZ6J9zB9lX&8J;JwL)t_BqKh
zMw0S-agE%DaLWKWCp89GXu-~l^h=I@;O6BaKv0ivS5pZ7c5>KxM>+>eKP8ltNXSbK
zE=aV`*26lpQ`@(3F#@57OB||#XA-PJgr5=tlE-ToPJ4C++e*#ufc)kN*g|RY7A21=
z6<Cdc1nC2~WWl{p0n(Wjg2+qn4_T8f6aXU5!!wOtCT-Q27hG|Cwd*@Q_#tX70fuu2
zkJ76L6xahR$H!41;|71K*3)wH>}=OG39$$6BW<O^!#2Vw_Bv68Bb^3UDwgX=uY`*0
zWmBQua^T3grw~c66eVN$Ji=|t@4}(8S!?#SgB4TEr1Jac{+AnM7`%xoDAru8BV`*I
zaBPbi@T`cbB*!xfMT1Ho`CI6<EDCOb{)CBDL<EhG<e0BiL_)*)*!byCWH`hoE@^s!
zCmw0}{J~Gv8<9$9V{oka9{_*{ni0C5tO1Y75r~m^EZMkm@-eICKS0W(Q<ACQPU6$<
zcH7dXQlttaMEs-wG;A!Gy);}D%NBsASiX)3R4>c3<>@?|*Nb{}otlc+16m~hPRbK&
z^>#)dR;vU(n$>&wGc!M&nIAqy^TYT;M2|;n@xTA>KWJY2#lQaF{Ik=)_)q`X@4CPG
zH~z)H{Y$^M{~Q1Be|7fTf9~i1;QOJ-COsV$+rh)2;|SW)DVEPDo5C_u>FzV%q;*>)
zTre3u$a!JrV|h7MG+XSfW!8lSVGICP6J$r2xtVZ}x^-)Fhcno|kgBpQzDRv7;nH?1
zzG%<j2Ed^k;fJ7-Hv%#@5`r{yl;-hk{EP@$klhicQ<8N2t1hZvhdb>qEUY5DimrPz
z+ff@eiDKfNfy^~8Kmbp%OAyxbxcdaU9p-~vZjISIFbnACiFOn;wE6HD+YFf<`08`m
zWQ|jsU&6L9Lp`AaFlzv1M;F@8Wgwrzv@OxFg~L#-t{_{A!Zk$q>9{IjHw8i>lPg>o
zUy^1<6ajcc-B5q4>tYW@fEsIE03`ew0AhD<GAOlQHy#*^nu&mnedF=)yx^G}lJ;Gv
zg8q0swAh3K*d1*D`B{VKD(17=N8p9hc!acdF&+wy9}gtAHO9lmH#y=lonb>qyLCV`
zY<v}wQEB5DkuPtr*(V26IOn;|F5QI-G{XU&EgDdCpA>SVCY~aob4<z?hub7cOvngB
zI}?&3Z2yFH9gesWkT60jy~t$`L4s0cx(5@+VL-8&p)c^F0=TYN79fMsaRstQglJh<
zjo`cpe?BBl#sD2g9Thd&c$frc#OO6@qXVLG*hqfD6Q6O=qsFaSF~g;e+7#HtF>Au|
zh#l&C6KK?UHQ~}ms|hnff25C86VcE(Ra>_|EJ3m_O=<&{de(RO;1~=;$H&2PC}xg_
zL%_ragv0ElI7JC2juV^wC1Z>kI8JO#mw+wFym4Zq&NO^vK&V!BkB=)fZQOhep%m?m
z8#W#~!pD)f&y`Ul?;nbt(&>yEx#%P&TuD1JNMjV~wmgZZghSXySl%#fA_&#5LqId+
zYZ&Tqu0a^xE5?B{=Z^V(XDz@E07n}|<WR($WG56EcvT{p|CPw9QNbXFt`1_n>mlj@
zJOq0KpN@(t7-dUD@D;&Gf((v=AF8wCFwAkRE{g2g8qlrhh(t`WdfQHqBKC4r;>8SN
z&QiEwI+GS>!xY?;0(Lrxp4xiQ$3fp<w?W6wj~Y%Np=If4*{MCiElYgFtO7H8dkzsO
zViL<3u$eB7)FrX{e(z5;ffTE??_)()qa*k4zRUiCiseRx02?7zTr4J_i*PS{m*d6a
zmUl$<MNm$PNlFxYP7RcDogyGH;+rDsDlU}8-Lf@W8&b;<g0<iLjN*b;2mK5T6tJ5S
z(7ogc5b7ZYE;(-?4j2d<AdIs-iYMD~m(SA0@f5`&Rv=0wET>${FRkYD?o!QJUanM}
zlCxSaIF6ThSIVB3*W&&qRpKo*m*H3ln1BX-5owR5EF&O3q*HrNlE-YAj@@#4oF<Q;
zWZF=$NqKA*%e1d~xbBL}%X2yfVusC>fhtwTEf1ll#Wg%!PM(=XvcVSIgv|i*P+0*)
zv*ZQmk*p!obz8SRjZ(K2X+s503w{}#k*9V@7y^}NkY-MlCku=!(qa*!$EH%l+>oI`
z!@OvF<)J3!M$;t^!}K9SB_Z2t%ra+X&v5EcAsL8tDBIp9;n%@8=On)j?n-_ovG$DM
z#}4!blW<-Jg<NO-7HBH$tIhtm2Hrq}zB3Y(G8yUD(jg_^ww$Imh!Te7C^-WCmhV9W
zG9h0Xg&o_6ii)p~0wejp<?L4{0N(2R8zOqJwv+g3I_C8*ERdiJ**IqeDD8i4_<ole
z@ii^07*C#$D4mdH#I2@q*DgZPJ~FyZ!m4qX03J~c{DJ;SbH?_#p(kN*#Tt*S!?T{7
zXEXdCmHM7UD9@E>a78&$-dm~MuPkM|!CsbJ4^`~dXa^{vXWqYdV>_B}b`THKalhiU
z8bB|LxclhlGQ1Gz%8GnZ6-}S>jf$!HWaDQ3sRM}l<UuSGxM~cAl#rPpMSJzJYU3V0
zaJ0-3K0l)j<F&9b0dcn?1;9ch!_;vYJl3;_>o}r*t|PguoQG(P(IA`?U`;R2-(g%=
z(Za0K-rU&OST1Wfp^0c7jU!%n7`SgTj*KcVxyIe{vWR>lt}w`oJ!g+UFbtumu%kdv
zsJ@8z^0<hZ+=b^i@QJlBzd~UD0D(&onT(#U>^iM(GqAC`V0+^In_j2m_<if6ZVSe}
zxbWcp2kPmH+xH&WwT9C|@xTte%Zr&01p;fcQ?nN{H@$Yd*|6Tnq6)u8n9aq^RmAmw
z2&3I=&F?+1-hXJj__cAiWB@5z&k8%+0AFo~XE37mr(uz#OoL9tUPnKk;*i3pVQ#DV
zbb9VA0|4t+c_D;25RE~VTAPz}gX~-+-X!yje`)h`o_p%+LvbYHSYpvHzr1Ftz?K2R
zh>|eNsF!jz%yypt-e@SSEt~Bo)@9<34iQoU*Dui0v8h&jw4%ZiE9g@2;|wm<Xd}$p
zLm6%pmeZ(PWrC-2UD|T0xVy-O{dBj6dsN7L8<9Ba79NkLK)B-~2(TUvczGt~%Zt_)
zkQp;w@P%2!eK0qft_a6ld?bZ|HAjzN?jY(P{d_bYn4Zr?2uwAM<{}|5ji8sWCEnP2
zNQ`E!c0$Z((hUU-n?q3qM6>y#q=Z>M9Jul<sRY2Y&0ZWnoIs>kf10LwG^_*&bBr+Q
zdL`QQe;H8OCv%9~sD1J&G6KQzBm<|Td%8JH&j~t@<fRld^o+QPZ3h+{im1~V!s4Jc
zPNdeO@r=*wJIkP9LYpo`h761LP9(zuorndic*I>XrzQgF^~DTk(*Z|V$)*<?*JaxF
zl?i@cTgTdMUYTknGke&XJ?vAphgJGlMPSfs-1>KZ?ygn;!Z&{RzxerA&i<oEU*Gw`
zzj68(|Hl9L#@8~PUn#u&<#XTD5}WvN7<Q;f1;@<lbPB6eB@IWAXG;BMezTKg4-4xQ
zx%!C*-PC3)DjG>V+@{W_xSO0AHGc&NTfjO=7O<2*)k;&>8GDGVKx29Ob;Qb4!^9pY
zSh2<fglY`qSKIMWsJbX^JL{EJJe;V8GS<lPu$>x4nefJfqUvm6eg>=NScplTKYCRf
zk7cThO|aIEM-<g%m2E3xtH2zNV~OG#naEqkE*W{Sf;HX{0koKj#JYr`*yx5#yS%pO
z*2=?MU}ut|X$ppz6Q)c`%uBQ`G>63Q1l~tPy-eDz$Ykm*XII{%8`-4-D%?G(Ewk|o
z3qY@in?32?RZpA(;}S@5M{CFGw&<SahtjZ~PL9KEFWl&f>oMh3!(l3KhSBly_Xap^
zc5sa;-RGHz!xq)cf5jocAQ}$wZE^o*zq^ZDX|W43=u0PBk&2^ei!Q|^UvVPyClN76
z$I0aSf0775PBtkE?Lz?H7CGg%_UUri4$kPCeWF7dsa~?K<HAx82{6UMotFI0(L@E^
z#JU8dR!U~eR=RvTqk&__sREGx32m{Llqoh{^vnl8*xK=ZXFtI#R3nfNyquLbp%^fn
zk5l@0$R^@lKu{)vI$hM6LpHOjRNZN|tPeyCRQtUMF6yLrhxs}lWmra%DB_n2i&{i4
zh4Je6CWaWeqa`LPtt@VJ!#vr6%!Fj-hX{ueX-x5Gl8h2jB}2wQq9{y37MrVVIxpbF
zd86J=AK%0%yp1ijsmoxcK6M$j86UQXq)7+v<QC&s#qhjSv=X<FGWZkr&2($Chs(Fg
zo<z*cH9MyoGoc<dXuxBFZMd!=xvSMU6C(ZIc>csCBgrm1N|F_ti;qVy7^7{#r-e67
zz{i(W{MY<RFrgPMQTtRH4i~7yFCi|_i0ItKec7}%q#<LB(678_6pB^aSR#G|Ke7>6
zN1UroZt0p3WzaB8emp#fVw!wdBus8#o5Yf2^W=#muqJgCnLOvD0imZBjguQtC()Q>
zqCB|)bt*=~Nck|Zg=WeVhf7W5UZSD$6F~WR^7pwiR*oLQ(22%L#1@_BZQD`SCUXZc
zaDL3#sgDr^l_$N_#OG<pFKptdOJ(^)c_brvH!$7)h9Tz01w+(;iN@7BS3Zm+JO&$o
z<&HmyHPN_6jG#S{WbTSLY1H=-8y3@i-27Y27K#P8?3DQK-f{W5jg0WDoY7<{;4Jkx
zowxD%9m7cTQ$6vvcLc0LHEE3_k!Z5y19Lu+xcM`n>zE;&p`fOOi+g48pzAeSo`0nZ
z<L^%Mfvrt5&)#b_t&e{FS1C6}1iy+{a6$Aw&q1rHP%7gH#Xl|+`Hfge90=QrSjiCE
zVbOs5b2=2QjZ6|St5o}wFm_M3pZGfmEf2f=Ex-FvY-vPm7Q~PNf6Mu7A8w<2So7Zt
zK-RsT>)90xvFOM$W_S2PQ=kM~<_cEPunM+fYczrO-HTT;*jP{yx?VQ5I8J4l!;l3Q
zQ~fZBs2yFS2z@ZfP1L`}H%F&^t{+&@7$?7?Gm(Bu_a?Pacd>b>%cUa#BBHi9l|5^)
zMwd6zrh3$!!kEt7-B`PJYh!j)yIfdab(WS3E6c@t#Vc0od1rQ1`xK9A6Tgvqz*z5p
z_S*m1_{uN-Sp6UW53k=Z{9oNa9K1bv?{B|+`R{-Fo8P(o3uTT&mogZR%314S&~XIM
z9u?PTludDxtQ7ExjcgV+wJ_s!T51X;=3t2XiyICt>BmSOkyRW^h@>WfZObA*!}`D%
zr!yJgfP>#aTwhNff#jv=abO_B4>KoF<ZwoU>j-uSm=EPLnZyHQV>+FDWUMCc$%l#u
zou@?(^z@eDL9xkGB#nk2Qj({bATp-N?}W3)NEv=fA&DlK3=;VrH|vZ5^GniHH2H8h
z;bb>?rN9OOVK^tMYz<DX4G$6Q^PC?w7#L|SU@T;k58V?MK_vgNt1xAwlh58so|4bf
z)j>K|0luSd64ODK^h7Cs`KYYw@&_Vv*tp}{_|fg;tTqlBhYps+2#GFiAvoYl;(ooE
zg{HzgfE?#UA0jL9s3bg(RAFo?c7D-H7EU%bk;i8^-cJMT(?U>$y1|jCAUE+S09lFW
zLpNkVb8(=mmO(!(p-ZOPmK?E-GS#+t5+38U;PG)C%89{Yk}=f|e<FL5PYxmuit>{i
z;Pz54M_ZH9i!fXCimSP_U9g1HgQ<4s6KPF4LHMTWvv(j$^-jH-1RfT~@Fd~R;n8T`
z=k|oqKE8Z@u1*zr^Wp#}1VbKfdhs^WRdL$8#+brMBCU+9n8{1IQHZnCewmK+qk~bk
z$1COioAWh)zt_jzZrPwwE);1$o#r8!du1!d)q1J4Qd0y?4yjwfmAoV>>0%*4)i|h!
zwz8g|+turH-MDokr)%Te+_1NAtd&+mXU^#fcsUhYJV%gp;D)ASdnHBz>d~<@=B97Z
zNOYR*@`3mLMlgSzPw0h@aRTji`mjCge1G75wrJh({3;wmt&bfX6g0cm-KK|IT~y6q
zOU||4Z#?v`>~;or*WYF5(HOB12K;5j6^SA%1HVjcU(#PD^w!K^KlBu*p5RMUGB^fN
z_flmbQA(E10D}rqVO(l+2IZAE4*7tp6P7b5#3DF1mrs~ft3_}YO~F@}WHchpk|y=<
z^0ei1%^(<f>@O8LCs~>nSIn_Acijp4ix%P-c_PkG&vy{>r-rQojIJ!iF&5fLHsQ?A
zuEBVfAt3|^)B`y{DLU%tcD!uQ2@ttRpk3SAgu`iu&R{-ONEZn^kmq2ni2{_0k!(rE
zscUd7VjxUD5i}Uiw(TH{LgaO9x>=~_xlM;;CMWJ0A|%C&mQ$;BeL7O1qmfUqZ*FZ{
zg_V4ENfyWPl)GoU-KHo98@@`uxRSfQxxHf(s4YM*W*(tNx^oC;N0=wnaCp?BC{Msh
zt*C=#upNqV21cU~VZi9%CLx?Y$(0dKeLA}X;s2V+?9d?;W@(zUx@{B=Nk@>vUJQz_
z3&tQFe#Qtqwb%1%*rlO1;j$ulKobr0OZ3o5m+Sbh^{G^z!Jz$a;UcK*wnC=0nw<e!
z-t_E_*UzC<xdPphi%tMI!Zy9TSzi>VW{BssD6Cz51hr|BSjcXK%6&k0Nohi*2Qu}a
z$tjQ=crYaeLHiJZmPe7De6J3JT*W>T0*+G^($|oIt0LD(sbE$)6u4+#%w*PF7aLjR
z&fNm;<ak%=VkSCJ%Ve_FjazH$StVbWSkSVx+yuMOBt)))GrRCnwkW<fq!`jqm00VD
z13Omg2>(UvUGZa92foVc@bGl1`%bQ}YsB-Ds+0^TXjsspC5^DV*Vik>k{Vug{7Yho
zP+(raF2-1+-)`mndX0cCE(-XiVyO^zd<r}PDfseAWpyk(0Ri5_sA$<ZJpBMxms?V%
zFt|Empj<ID^Ltk?hTsjqPg3$eYtd0sXcTU{W!jaArd&P%B8<R76cMEy5L2;SF-Za@
zq#O_z#5RTtDVHT%?|KLiKwCPEW{(H8!P+Z4xTOl~2Nu2nr2e29I6NJ6I}{nhxk0(_
zA`$@xH1rJQ>H(Sj8_48@bNLFOYYz66<NbIg6QaZ>HlcKNa3w)NKuX)Fn#|mx3vmPw
z@eR<BpuR7#c0A|;kYG933fpb;A9?hzCRsSjh_iaqxujBvN3oBTa8BsLUBKz=6Cre|
zTn9HFBl2E{F(Eo2FpyCK+zGCbD!L*Fy%O60Ua_qmR6<`)wHHVG^CnxQ>XzJj@5+TB
zbACNKGX`<z7p;WUK9Wgk$FuMOK2MkM(M@(>7d~5vF5M@dfKM_IAG(O{#skmjBL_{3
zZGH?m^cb;(sFh5@hYI9Unn|))IxK@$u0@p#;814KApu71I;2X(QiGdBOv8gF=;P*Y
zM^c2(AjH9?Zy+xH^Siw)2D$I`TDYQ*<|3jeQ%Fz*fDlsmn63a#wfoSc8bwG&`u=Ae
z>(d%OUp_=LAny=#S-sos!)XWD(LMw(q2Puk$S_=1L~O;jvy0OcL^KQ46<wQv@Pznq
ziD)5y4iZD(Q3MxiQ}scv+}eA%T+a0Z=f3=0-bcgk4?0ausqf1Uxlil~?!#NAbAQll
zbsdt!oLl|O+ubYWF0#dk2!XL^Nl6gXD2@!mE3M34*7qJZX+u^`M(4}O<7_?2J<y6J
zUdUXWacyB$DrMXclNJdpF|N=-^SLr3;D%ac%)LH5zU=GQH&sn1*TuMq*E`P$;~9tj
z&h?zARhv4nLRuxqR7QlQr?d4=H(Lulm1#uoNW(K}I<wF)UlB_z(7}NZBr0yjaPSRU
z!qI>8b1xXRYIq|p@sV3BgJwwG3BYL33>oJ@W**_#8E4=Fgd^NAe#TIXpPJMS)f`LU
zj*kf1nJfa=Vv*qu1#gIzp7fRDOdi8GS>6D5N{4FUJi?`=MaUs&(+Q#`{q_=lk_#2X
zk56J1MxT(R(8wZ!)i6jNf!mleN=ZwHJ<-P+Z(r6e_8~;wYI`F}@>v0zZQ!HPrvmfX
z+rXa~Fk<IKfEz7-Q5FcVb%>S%3gb_6#z+&7&kL6#*$&#aijF62DZ&#=<<16FoOuU%
z=YE+DDCXYq?&arsK<V$3oH|9vlm0#-b2gk<03PReHk=gqw1)rT8cy7-=c`zRheu2C
z@06K))CZQJHBIJ^%)~E^z-iMt=Iodm+eA~ZGl)QexRhA=$|)5uL7wANAVD09%-l31
zA>J%)1<wlRC9y2aHG=!Ryii4+m!Tk9-QAgm{LDhWS}D<u6osWysk*XSg2O=NDO$)6
zOFS(Y<S9H43+r$Fm3MyOcmC2({Nc}iu=a2M>B8SU^&h|WSAY38u6+3W{#$ST)35y9
zKf4$o3eop)=~SH5=tgbt+HO^$Ix0A3*634MqpQ9<f;>}_{l<#0PRpvGL2PhLHpa>J
z>+v)GR4aC6E@SMxGIAXJlo5|9>C)RNPvxU_?LUQ+(%JER?4Www@w`1dpMTu*d3)*u
zdfPlQ$Fg>ILXTs#$F)MRKPN}@_7rFIBq*~(dT-dY%o^HIzMPSaJ<usVX+h(xe0EGf
zJErI3edCzko}JT^S=;pI^qI`hWY}lTm<3`Ym>&L?z1b2S&?Yp%P4;w~#2j~G2R>!i
zkZb@8Z@66;9#A9;=?8`uTf%=d7BFNa7G(yT?sOM5eHiJ27l|AT4=@!l7S1!cYCZA}
zvla6lVPehKid`{Zm+TeuwHSS+n6kR66$(JPY`#ZOuh<p4Z00VR6|YcW+mwi}LwilY
zlJIBlJRK-1EZfW(cj1ieKC(O}>8JZ!_d!#F)7=fj<u1`vQ1}U&je&dLl1;{VBB&=Z
zZ0HYHiRxgjDpNQGuG&Re3O!t+aDfTlffR3(B0mlV+8nk9QD!&VH30@#{dgLtxImZS
zG&zipj7wmGO4e2=k`NkGMa5KB8&>uX$yRMRf~J5&mI@Y^b(=nqK_Mx_!87F^C5nvg
zp@dMG2~jfBI4i9fP)|a1NaO4nTk?QO=Kz}%04Tw?bZCAAu%SPQ2=sYMjuxIUq@;mB
z7LAw-kk2Vaox=Z0F0luYj2tEl1}=IOWh;m+i$5XL1)(J9HSz~rH8Kx~q=~Ykq%KR^
zY3NUtH9~rddO<M=#-FTrR7qiJpzw;pWR?V;LYh>OFdq%E>d)kAL=UUJl|M&auB2K$
z0%9dk=E2sPwu%Ulb>y{`I9F{uus=6XgAY?#C4A(}s-!kbo`PfrAc%Rw-?wO=i8q9W
z=VMdO722RIJ`(h8`XLLAFol2lgpRSdCq3#CQ<agfwnn&w!^C<hffJq#L3a<4dC9>P
zK0e$UVnLa=4iP)%<vyEd^SSEIVdFOfHXlCjFzCXMKMA_c@C#48g2R;e&s9hUHflLQ
zNCv}DhinTL$P$Z93+Bd0H0GKo3AHdTvM>*zv|p|(J)FYW8cw;M*MmC~8AhK(bHkQ$
zrK2uW9}Ppe?l1`dz9u(U;BIzB?Zl7^Cg+a%J%0_<THZsaHIV+VaL;lP$qMep{-D-}
zgSc`)f9_W!X9UXSi=3(8J>|-PyY&Hi^f5BHipDTy-u=#b;*JLCcD{4|qK$ijB5CA^
z)~zFgl=Sry&UtX9f^#>BYS#K4c<z#W8eEk9E*zfPZ~(P;ZSwaNPFa+PLU7<FPdsv2
z_4aCBPdG0wX5iEYr!OmjiHT>y)9V2|)+y?pC?MkXZszU~iiXoedE45A&o|DITW~3a
zix%3LK}EP1nViE~OahRg2!dXbOFdWnh&&tJF8lyH-M-asf>ye!MEH|u9wFE=oN0wu
z1bpDg^N((Z!Y-M(ZAiGu8HX}>eAsk^d));kVHXgpuLHk*aVv91vi3XY%^Q#|Kn^c(
z3$zP29N*xV*zfjelONuQ7j9ptP+u1^w6Rlb!H3^MN8J{;BT+=awunRg9e5DN`cq!Y
z)B#^Qs?*^ENWOw_u7i);MO^gMtTkxm-$b90NTL0^<QGYOIxH>CIvmDPG9&6CY69EZ
zM$AFwpcsipNZoxNo`VQl-Lgr7w!QD47l_+%w})*+AAb4z2I^A^QVj>oU3IF<E7j%N
za-jsL<5g$5>MfV+<zls7$$QR{9=1Gu&&8@58dnVHnBO?82nRh1(3Fz_nnVaDS|%E=
zwk=ZkRx0-^OWAI)mo)%XS7!@$8GB3l?DCQhz4D_|VI=a^<FZtB-0IhUs`p^mhim80
z<j@0RmX({R4-^7s|LZrlM|9GVn4~1YX-E7WB%FR?O#GC3#wByB{`CV$G1#a%iJ@x5
zB@<ILl5!jZVEE^f7{-Z+1>vIf14StlbTistk5?BX%}v=#=H3}>rz12+*N3O=bGW<y
z4E~S*y{=&}cuV$*UCNel89@vz4T>l{+%J7;3;z4iyX`F8mEpqNtXZ-{_N6v%;s(5Z
zgg9wiU3hp)SARupQ+)avT7UW-+CK*x<qaMdlUms6G<ySz8Gz4Rov@PwdWN||Ujb-v
ze8X`(D8i>aa`xG!`Q)~sL{)DUoqEa3=j-*QTFtF{#Zqn6DOXp@EBTcQzT#D_thpCn
zl;!PfVK+%!Z^bk0O?bQe2t}akntLY|!rt<|7QDO}@{J+LJHeLIZ*acw-owk+hv2wQ
zd;R{P--JIn0urcF)(Bv@j%x?*k#L=Qljnb5NyoR<4VrtZ+7Ye(q}g%1k2nmGW_4}K
zp+l+x5|pN5xucTC3Xj$wjVhnS$L`0X%5&t$F5VMLLbwy&#OE#!lBC#FG5y2kA3O!Q
ziS5QP4Ll&z7k96bp2FE{L(I1*+}(09zpBc=+6}U_0O{;f5Mtae<E@ri8N5it7=>U*
zP|Ugo*HL9&f^Y5~z*jJRD`Z#mOJycz%3o&RpE&^grubGS_H0gfc*?i=c2v9`w?1y`
zLBG!bKYQ;QBT1H}2}M@q)ALbPUGM6bbxn6yRZqHyyGOW3L~d1eL`FtFx-%=YGoq?y
zW*chE&CMgc)5AU5ADJ1&unde~R|~9Iu`48A0v3r~B!m`$009~egS0ym`~V@Xc>F*}
z3j!oq_yH^u3*Wi-o@@7-T{Abch^(ra&gklNce8WPJ@?%Ac_Jk)U-zU_wCNAde1AOx
zqIfDW%D^ZNIaAO)C?ZjB&o{S5hewELgRn90AuJR^2QOFgPs`ixKA`|zn>FvJxF%0w
zKNW*(dbdU+q@G2r_JH@kcVeZy55h-OdSef|gaL&U;b?g;#vm2Z7sUom!9Mh^_I<M2
zu#@yiq)QPOmblI8^9S29h%*I!k@-0(UQbm7cZ*6X;2-7!<|e+a?owC1ZQWB>y?Y>-
zqXT$r%k|YxJ*e0H7H($k)kffl?N-NcG{SCYy&mX&h$S|!@cm4nscrewK<~tFI^H4S
zX+o?TxyqmHRui$yG1Pdp|7ukE74L3|o>1eLI{~{}0>rg0#O6xk=lrea%E5GijbRzv
zLOWQ~`^aQ^fTu0-d?i@vDa_x&xg0@`reT$ht+3J1E`%6|y&kVxZ$ZE^oX{DcGBF^`
zA&gNP)ke2>++F7%d#1aNo8!jPbkf_7yFwlVWw)L4e0Y$OUpon#?8nUW1rMSWAZyF1
ze;guf_Pst9If~BMtk+xEa+-*q{}bd?fK2Z`<eP&oUNjr@0-<%q-#hl}4=|c$Jz&^?
zsoOLhA@v(?F5kCn_+Z#Y(t1%_awB5O*VByymzX(Aox!MsNR+5<yri=qFb4Jcr|wF7
z!Q@5qCJtzH$x@fcU_64fl4b^tdM~;{p8o&b;%b(d`hz~qs7MS6?NoG6-C+D19*M+5
zh;=Dy8icPD_71T}rN~n|B~Y9%L+CCfePmVokr2A-oAUI@2>8b67{tY+N|_szYn4i)
z1~K%WAAlTn`h=z421!3XrpEiw+Yu+vjY_3i;|n_O)f0JR_d6t8rC6a64)47Uc^}<)
z{~B)E@|Fwn{A_sGA5!qMjh%g5y|2U2P2u+5V@6gvh}~4@szV@7DF}z)L&PvcC?67K
zQ*=JA2=ZPC?J<-l6e<ojaw>XXUr5kNEK8wKNpb>#_f4=NL`n~442iZW?kN6GLU9Ov
zeaHu-<d@j=Bkvt`mu0Th#0~ZxZ%MzA4d&;%XCZ2MaDV5{Z~T1eF2zHIAo>W0nnYiF
z?}-So8$Vw{Xg(QamF@zNZ;-Sf(jEj%b&;WN$PPmE8<Q0Ea1IqAg3%%N+{Vv;zCr4V
zbfV-4?S@cL$idki_aBE7H?2t;rO2F$lbl8{Aef<#5baKnh6&UH{T?JedVtFA6Fqu3
zdV-L-vjK_s359Md4xpr9;K3oo%LZ7RXvk2EK0S-F;&19pmlu6g-oYP5LtJQRJTYg;
zvvPQJAf_4WR%4sku{or9Fh;OLp){c%GPLh7d?Ml)5^;zy*rT-LB%GSUE2d&lDc4G}
zXx^W7YW>j?t(uc1T3@U6cD1>Vv@TESe#o1&=2wjZqIy{R_Go%cKO$d>ZV0`Uk8NG)
zLx?3#N;Czw&9zv#^}1TsxM&)E#7FIzB(2eaZ~02F)?BTJjm~nX>#wh_tV09RY&IJ3
zJJ-i*juZZ3Y|imQ{aWm~oOAq^MPquV#)L?hRcTvb_PX`7wym;cGSb*<7NYU%SM1Va
zZQys`a=c4O{$dDrN&UnKxVdV9i8bdtHhT3oQ2`^<OzxC8R;A0(c(A!-7ksw)RjBb<
zTrsZM5{@hZTD%)nuX7K)aeF5YVG5b_7@6~hLnx-pvgR2oWLY6(3rDg9Vfij9a~hX;
z&CL6~5)&rBG|Jg8dVx*3gxs@7#xZN-hL*j9R7iE)LAc!6fz(VTScwO(L_j2NueQQ^
z{DSBNA>y>qixFp9pJ1IIAUysM86t+HE6e=*26<y$@9%v)J7CR}f`8;b%hQHA7(J;D
z!pAVg(B=)=j)mTHl>ExOgxR0IdllvmKI~fj!MoyU|1Rw#d*S$9aeC190<VDzgbfO=
zdYgm25PHk2bgWnOc&%>Gg5>}-Qm`0USzlfCTPuzAPII+eUk`m;x49o#^7tYO*MPEi
z9l^<Al){X7J@&i?+HiW~*KfvO?}P)95`Y1&XaLbVeypogjY~XNEa2zFdO_X;SfC)-
zKF*K)>SccQ8Ek7d$75f2Be(GthEQ#*-MaUHOEb)GmzcQeJ6-zt{Z*;&S?qCZ_DYtu
z$JrgAI-7a_+U*_ty=#Ht0m7eLc>h@sloZ_%*Z(YRDW2`F<>0ljypX#<%C7ZOyRY-_
zT8`S7b!GRgivlMMaS$Sy^7`l$KRh<X=NkqTXS?ez2g?@F!a^z-QJL7hL~nP)$7L)h
zw|2-d8v++)gC`|Qoe&uWAOyjhD7F{cgEr#A+YR=IRmA^Y%f2FjO&j)1*!w|ZG(sL2
z3hoX0lc<gH3%p>7NFq>4)}VG!SXl_$Lc@>{u9~>C8rF))NHBHKNJ$Qm6agteV3dg4
zy$bnH5@xYOz^pGybb!>rloZO7k{(>FDFp(_hbp*FE5NQdgJB@W(1!qE3`tNo<Xh?@
z*rj;kHP?E*cH3WTG&`&9<<)jT3Df;fH*Br7T0!XRy_HR--k|*l(j+8q819UNyGXuM
zqstqQjBnC=dP*sIl%5I+2P~M1fC-->i2xVVpFF<1C%-hwLGKvOziM?pi~Z~adySjB
zpIM!udY}8@Ew!gvFjdF;qeo537e<(VZ%Zkd`j|2Pxe~*(;JTk|z1(T!^OUXTzTFMS
zu9DkZcDuPm8wssY((0?S_&@6v#pLnZCYYF^b$E7H!)86oJt*O`Ac@$-uJhw9l7veY
z2bsaa-yer=Bwg`7piE&^9DJpnWR)cC;*Dw9&l(z&TG#g%uM6uujZMM)4eK(cHyhee
zb~vTjZI$)w9cA+Nj?{wCHZ(gVgS}{bxmqCwiI1FT<2@4Z!zf-#S0Vb9=JFA&hs^_d
ze_#$c9vui{a<b@GZU(d?LC%hSWRLRAbdVniB6ndlh#dr>L_|s0%RzHP+nQ?5Iom4F
ztB0*tv(fJKx-0c?x#<V(ptBN$-Ss9}c*8J<$IstX2wtM4pYBOC9%{JZFfYZvV!rT?
ztox6+8R_?6w%$5oZ;ad=;=UJ^f$rr#rIFz(?Sfm_^7)Opq3MEKgUCR3;Vr8Hctt)4
zmh{qY35+3v+I5m~GxAq$4D|kv9<|~Q8r4iMcd*lH+mZ#lO#=JQ(J)}-V*54APey|f
zsUy2ct-~-06m)HmGMc;{r%%}YqccWN7{j-nAg}@nkx5WrS-<awLYt(@qjvAph~?jL
z0&la$3fKH=*<iTwM+3v%5YzBw;k!<B(x~Mo41l;=H+2e5+jTCu`69t~b{X0CGAc!q
z#5)Iv4Eatr<X!&@&Fmk}2Q@L<V}Kk|YS&X|j(m-rb4-^#O2zA~Q3xL(25_J!D1L2E
zB2oUv5n_P$^*DCauq||SjKWdFwvfX~0DF>&8n)piCjab#Azt1b4Z36(odu$<9t`4W
z#7zPj>4|2KE?JL+sA1wx*a~^U?q&<_4sx4Kp*-hGGf;kl#aauJ>_teRymS9y$QCXO
z4*uL>^W@kXBMRTeHHK+$;J)V{bu{lBeTOM9>gyHI!MXc`u35!v)@T+KVCl{v;K6wG
zR5Qsz;LfhmczZSr?Bacm)R%#7r@ekju#o)9Mzce`hcQi#MoVQV1K4YWz_vT~DHg6d
z?i{4=A{&|Jt-ZcWEVzAPhlysVV~o%Sg)xUI3OzAXlm@r`%bB=dGn`|(2z*A5q=1+$
zb1>)=k$;V=ag2&j!5xEO$DIGv7*??w=oC`}i=$O3Ht562Y%kh?>?W`}wD!sF%{8Xb
zJ}{Weja~Kj@NpmhhLn1ai`wU&?daTNA2qfg8)ae?(W}}nET8YsG+LV@iQSR}BYLFP
z^lKp(CleMutn3*P0b-e&hEH{M_UMbi5&{5y0@;2V1~^5IhB)nNFQWx}X4x>BUS?g4
z>rbPTip}+#ILn4(kvfoz+H=kTu*4B|7u-bZKiyz^Wfre!=~fY}trgb=`VfX5H^Jw7
z(ruT?vL~Jrrqs6Nrtn~@_m6K`-50@O_(Ypbtc_AK17!B<V;>J9R1zwo{ZFgeI_Rb}
zL!a-mo2zIrnrol!n8pasJioZxW59j_H=mv!-?7e7OuB~)&^}#51~}m}wR1pColG{U
z)l2r7kK4usJTO-8Y{(s>QEq-Q&LRx326AjxDP9@<WG@!n7EExQpA0bfz}&(4$lMm}
z4KM0I?vB_<RL7^^>K~fN1$&9Wtm$)cdsCq|wcFu<lBzO<ebl%W4oMNI-wNHHUd^I=
zn!WJexnH|JBX?>>YA@aTb=b|oa05w0qZQfi1z_MEiL0>3i2;CRqzkLfJw5pCUBHB-
zD~@59Z+EN-cqhQ3$2HsY-UPc#{)Y{QOGjrdBk5q+dmHWf*Z{WNWH5WwnZ%hpxjifh
zDt^(lHw8f4yuno@`d;3z`E>%fd~F~|bcllBai&L~z2AZe1$fsGNTk8+8vC|Ai6T5!
zKO~xU=l(s6ByLt>NbgL$k{nHLqUAfYjx^R{B#AogRmwh~-MMc`fQ06oSp<>E14zag
zZ@jmR!@fPg?;x={?h1M=$GE57isON9mVI^u1zc;4TpX2f0O6OhSt4K7?v8Ne#6|W%
zV~;g!Vy<hk)kj~@?DftpVZSj2EH;a*3!B}Jn6-l4dRSF(17oG61qZ*hN1QV6AbSh4
z1z{k2uHMI~iqbBJ-MfA#jIOeFlO7nyNP9G)TVYd#Lm;EKDK~Z|yWGRwo!ZTTzo&b|
zt`KK9eeq1Z(M_?L@eo$q<E}<%&x?oQ1e&=?coX*LOsd_{k*LV-H0u&;(*o;qEuFJR
zl-!rOB73`)?><K2YknWA&^)x;TodQ{+Sb+%m$W-my&fPoiTKJ;_O>RWGFBk~z;)i}
zx&(dEZNQ%B@pFbf9hC{G<D&Kh>&%^mt6d-XLk^d)5NnR`55Qj1*Goi<X%Zkh1lZF=
z)kfQqdBTtNnZ$7~)DzJ@hAJd@k1GJ3w9M|ckBkab81L$9mmalFj!9Un$KJO%M%zy9
z0S?yT7@8K=E7WKfX*;E>xl6!%fk%$bNl}eCHSO(5zpmX4^{VN>U``vG&AX#Rxx48F
z-R>)50b12l3K*u+W^fFsX76?}dVtXCc6&S%s=J1S);=}yTiuIHPZ9~%VBN(@B=k0c
z#9rJWwIOQ)uEA!!Y@rl2X%Ks<`V3K^+=b~)4YzbipT0;djCGX@$IS7f;9pLAN?9sa
zMxlyZ@Z~}kFBHe6HoIcD>>cs~O%x&ji?C$bOhxdDnD3}hdsu3*AuSK_-nLhh=&VR*
zPV}o06(ey2F;1u0QKK`eE$)e-6i!0-_31k8Y%Hq(cyyn2BX)~oIBk!C*h0ozO1$Cr
zbQF>}LqTb;^!lwf(6kSd@;x6`RVUc|vO%m9X9})e<KAo^DKxG~q2_AMgPor#Qe4F?
zX{-&Pro5>lTC&z~1|TJB?FMepkHaqM-Ek(vU7Iw>s^V69F@-}6PH_$Q2QiJ}2l)!`
z2;=0t<SDfUb>KZjmWxh>g>dZlr-SgAI6i?Rqk|56H(~zS0`HpDUdLHPN=|857@=_N
z1z8RalH($Bo9YDDSl)gBV}gv)@zbBp!Wl2ht}5>NL&zL>x3o7?NyMBQc13VLMS?wN
zWqFc)kL_x-eZgJ{dz@^O=e{yha9X3VS;MbZwa>zC?8mmj(mcDdM6amv!X5H0X*!kw
zGfjyY_6*K3kyJ||;tvKIeMtjrN#zcSwdefp37It1IJ(B7dY^H`$vhw+IS{;15Ko8O
zS@4tD@=ugtOEF_KcNYp1IDVC41NYD#QYTR@H@mDE+<CHZqky9_-7ljvnV;2d4CjU+
zY}$Z`K{Gvt7%1(NPRSxZs_C6_>RP%j8#PVZDNk`vk!EB@ggUZg8}wnK40B}K)0A_&
zFI<F$DHx2=f=Adt5FK_1xA`8Nu*pV_oR?wRM&!V7JRA^C*jUqVGHWJ7?a>U87bxN@
z!S<)$^SnDf?`SkbC|LD~Fbyfe5NzctoiQ#M!s=}w=5a*o6y|nE9)*+=4%wsG6p;<a
zL%`HL?>B)+)p0luA>psUa1Q4SvdY__rohB`vLQ|Egq3&)vvq@81Gi>GUhunYKDUSx
zisxRdfp~h2P6MvNE8R|aZMD9#(pnDul}5WAb{kPl)XS>GMXGMgR_n=U6hu~^uolE6
z;09^GxqHQvd;VTzUL&qS;t8VmMHUZ2x<Xz_NqP7ss$IR((hY$|JbZw-4*IHYJf4mt
zvm1?lbokkr!u>`{n8d|Jwt}v;d~#ek&lGU8^e0cJlMM#TQ<kC#kuhpBY%HrPe|0K+
z7F&LSV6d@1h_N5RU}FGgC+Xoa=L>h{g_GJF|B+|DH_~!z4ok5s(!-P;v2-|B7kims
zMfXB3_x9d!98|mG#|Yhkh)FB8c6HV7wpV*=Y@IeALU$=6eQ8fBZV^ibmrrrsdtu?l
zg>xG4CH3uP*6_+}YIHGNSjb;(Dw5X|*e#3H0##&VdOKMUu6QKr)yrjpy5?hh%T?du
z2nR9E;QZX1i_8IVBkcLJ!3ou7BXe-tH0>(D$81cmCV3d`jRk7S!sF=4xMgdBn&xA3
z^i<3Swm@}rk$p4C!8<r$`S67+GwgGqdox+1ZOU4pdGl~N$k}0Y(-N~R2Rg@iH5DQS
z+Ln#UF=BUbmuONJo^L06%3)qxph>w9I%Wt&c_MaTiT35erqRkTXVmZX{qNLi1;Sh9
zIhE~LJzhcZREk>HSoT1=uxy+n9G3UV6w0^#>DB1z5naXZKgHdQRWPsaDRU{)V@lzD
z{U@WzAO1D(LD(ISJX|&W!Tulq6+KTc(RB<57TC0EdjN6Kxd4%#5^`L?7yb3jf@<mo
zZ0af=%LRmj*H14loR>9MA`BIjzrat=L|@PG!JrahFkGQ4B5RIn$HK2W;_P+d|N1l>
zEUESzrw%S9KAQ!Ks?5u(Jn4IM+MbdWwA7T~tSN9V-s4yw;)X4#hq7&gn>nAG)K#^z
zXI=IWVKUS2;<jx2U(+>RBO&Z`1!hc0RzvxZ`;!Ao;lfUCxIX)1_*hedVo#($p|m3i
zcJ~Ah&^_eModUrG3Gq50N<;-irWPM#MFgeumNsRD{lHO=Xq2jGsaC-N46X6!Q-s0I
z=@+4QqyLLX6VQMNjw8_M{Un@GI5ipFZF7k3op^Ug;eM^6(7lV8#WHOS$7_p4Kp~lw
z$T*|o!VxDZz8Eg8p6UmgUPXpDLwMkLG{b%A2Kc1^s4tW&T<RmyED`;!5BsF?fe5)$
ztL&;ErJA**m8H;Zs<YrMkM2<}gw#23aS6vnkoHoS-ik+52uY04S6_hX)DO@FAPT*V
z1ITpf1G6~Nz61XEM4}mLDS1*l#s)QBj1O2;Ud1Q~5YeB9$%exFUgP}@9tgtm5jo7k
zep(pFZd_);5mKdE<-Q0}2!Ro&-J#S))FR{qLi9Me#UsGmkq56%N+*r`oF}xI+yX@3
zgDYfZL&#`q9<WK4D0A)@GL;6W1HqKU1%F9k9Q7(Oq{5{i$|iI;#866(3qDT8bRfaf
zRrQqGZnhgNQO6e<>yQbJSiO7uoha7M#7p#fVm=}jkGud0*^@XL5s%DTMP1v7%O@C&
zXah8GC~9St&`AxUC}bW`z`}^UMrF5)o`S?J#)~SkmKGCnTBkHk)Ga*BMr0xjiJJ#U
ztqz7FkgAB26*G5{RV(#;G(2EWq{1euDkA2H#!M<S=EaDVLa}!_Wme7Gl3s^{Bch7p
z4$>H>9#J%iV3<62uAyOSZ;Ltu5yk1sgVapUm-7Dg&Q(`Yx>2~xZU53;g3s;lQtFiL
zE-H_x?t=PA=`Kp=KX*anG=-w%hU{PhAAa7!7{i*5zDHIr1ogyHh2^dPg`E6yW?*r)
zIZx@hFnehw74a<4m6gyKrU-_PaE`QHKnW-gBSuHl@WoF9DJ>!gP>sr5@RTX*K**Lc
zYP&q5{`=qkOEh3qG{>u$Cd2?G&vmp<um?%aB<6{T>dN49SpmilB*>s<kH(KbkfTlQ
zbRZGA<~PKvK7=4@u5ReXlmfESDuP4PA^hgCl;JQLAW#MzbkS}svq+~l7C0*ki=J%)
zx#vL6vstEjJMbSNQWve1{oWBeqyp*j>_8@LlPC`SBcwkYQ3PxyHkXr&CahQm1fRJ{
z@Q6b!e#*X9fz@V+sI=p-Mw!eawo*UEs1=(Nvs-6v>xBDoi9<>OgxAGT81zBv26M@i
zee;AQ{xrU%n4dT{2}2>%w-@HvVkBy`mXrQa?FGod3yVw~aK=y>$T1pLHbf*)Y}8o+
zQ*}>L7C-aHM;pBCr7i6@<RbYF@7Ks%7d{aio$Li90Kke%;nv0w-D8~s7n6N1hP|=I
zYWls68)|fY+V?laIRuuAA}kB|iz!B)bt$yHV{f5}g^*N|?)8HkB~MaFY$!sg(LRo`
zV@_r@^;t7={+6mlpMT|-%G2r?ei4Qj;Hd^KGJKa=m@C$E+)RmjRgL449G56Kq!MZ$
zP&gd7wwNr=fkN>~p>Pmsh@c$TUM)CsRL&cR!tJQs7SWu5T*5&=%~eIg3EiX}Y%rt<
zs;<aRPCfX_KX|AvPR6Vt<4gPZc+f{j47qj3P1C-g1l0R@9M;9{+i{?8B@yo4rl`Wx
zmCx4|%U&0e-#_1z6Z3Okh2sp>x77HHFZ(w$`b_mRES)D*J9m{x#Cs0uPtG7_8vY=c
z;GnRwCa!$}2MrNX3@2TJKZTTa68@AdDZ!%^Oq&J(C8t-3p?oPG(u@!<E?iQG7Z=`A
zNa;fpas`Q%I8;3rU`dQ<4{AEa!VpnXmoe}-zcS!y3Q`UT<Q6vI&h6l7ZGU1uqu2cV
z%03mVcKefnPBE%v?5W_Hf%Gf;%2c13h6v%N$Y6!iMYVuai`A>k+c-oWk+q=l@Zz=%
zI&M5Vx7%K`ey-K+pH1WEm0jF_?hNT)<EiG!*JkpukkOia7Z76*<`(eiQ3Ri_;s%ZM
zM$FBZtDg-=Nb}{7tNlrp&OW+j$NR$Mh-sS`QQWf&38`s1=ov9~<-`-TVG?mIlGX@o
ze7dG%o!81!d_DpS@pozK_U6a8w(s7*RXbp=UPw#qv9QR+UU8gZ6~;3nTa_kWJ<TYf
zAQnz7@i+d|qmh@!jb6CC+-TLC?RtBy-s~X*MWYqAVDPfuLFnGK<z5)Bb=nXM^pF{N
zxwW#o?l;5sT6b;5?*{EoU18p6g#LQRUv37iX1m)6g7t>q0isTKxxEqwt#CbD3p&VK
zh4L$_jkVQguN^kqy}D1~47)3A?Y4mgSHWrsn4k;On^v#h=phYp!(U!T8dQH3Nv~R+
zpx&!@>g@*dU-@fcbG3m)n4ql@HXF?GjaCCiVZF0nZ$o<CX*Gj(8x2@(cN%`Uj?dM4
z*Ke;cQ=tE4zq!)(>+8L>`fAVyW$R6Lk=>v)$gS3LZ#h^+wyka_Y_6|$5sk6e0DbjV
zu-;u>?{?S1ZnKSC0_&Y_x7TPjTY<k8)R)5*j!dzE_u)#rx7=wjH+&x!Ma#>bHPEq+
zECcPePIslT8g^RX+)90|S8uN@cY~n5y4qUpg+bWT32PR47}QJ?hQROmgC%94HE~^s
zR5vB26KxPu3D1bV|NSrj!9VnN^RN8Tzw-Nkw)5}(-M{wl{GacB_h0<&+28!L|9bmE
zd+XDG>)+(D<o<j?Z;{O;g%h}zhr$#>=6i-QNOPU(u5~*K<<|wr;&Ix-6Z@XQ2E>eh
zwDb_N34a{yFKyn~e6YK;i+kQ^{E)8bNGv#+R&mD^30asg-HyRA#i8ev72uf~*>4Ak
zUj->@@=qP0wXo-MMai2Jz|tD#vT^6V<~1%?D96g-q>nsB_MbY#7gO(ChJcvVD?;9L
z?Q-RE#q&;3)kEkYl2BR`k{6fM_7I{P{qrNQh|-5j;O`_<KMIwh0Maz=lFCEn?J27V
zB4jLKI;JX!P$e`21++m%y9`MZzB-jc8X7sGlGjKf8q(rS68z=S4G~TnILA~FNi-*-
zC6cI)t16OMY_X)2?v>IPF`HOvM8DM}adbst-H}Ak7kzYxswbg9GU`1cJ(8^2W>idm
zn_HPAah;S#Nn$%GwGy{8AyUn$TS_gTtzb$m#==6k&PQvRQp@L5HKmpp3Kge5&C)l?
z@^h6=5=_hpxB;Ai{z)P<<<`eiLP>Ndr-_pIj;W54NE~XTu2S$9&`C*L>cn$g#gs&L
zV%jN*?u1lS3fX);l?3D=c>*dciBN7#F1?j{&qoW##h;J<k@ZrB@`})<Z!xUyDWb!Y
z1SZBv8AX;v6=}0FiOr|fk|-U!DK|B@W{b|&`=bM-v)oJE3kukUU9P~B2TCwugJN9)
z3LsI&WtS_k`4BOhEkrna@j(s{oHjiMQpQa1GE#2@xPd0x?_J-yv8>-Bk>kJuQ5K4q
zEB<VXw5c&l<oVuVTX?xbSxhON2h7FjK&k)KXtOep;9`aNC=}rQ$OaZVZ?;V&_V))}
zA)K_qq?<Xh6ylL;@=o{BhaN6;^~)8KABWv4W&6a1OVbqlLbg&Le(0@{b7mTpNQ)(*
zkdZnE)Jkn72UNS($^o^O3m5F<R_7vH&(+BFTC=v61J_C}sCKQL16Q6#O6gJ#WQ}GG
z*Z0e$ZXf&A$!LZM*<!4#tGp@8O-HAtyM#(1q2&OHVGwNH+lPRi3X}BwnunyN^aH^+
zgvrJ=ufQTf_?4*^;n<%r$z7Ob^4NzKlU|a29qeeTN{z4H@+zYBnFQ+oOMnWi!Xofm
zQD3BxI%XFuA`QEWlu?^Sks@?}F9iR~BG7!!FH}Yb+bmK<UI&Vl(0c4bg<xDz1m3ty
z6e-5mY&0?4qd3|)^^mXa-j?tq2tUTL3F3l}sr-vnrJ1Mo`$bAa<9|m5xhPmn849GA
za+?lFzR3Mlrm51)ibsZ{7LT!guGH4?=!ZY_KJYR&s7T+g%A+J)cDZD|ww^}kRge7}
zt(y7A2PAyuAND6?5z6|Svrl`d70W%U74%|zPThGuuUhqX@87t8%@cu55N(}|QlG$%
zO?tC;V2(%DUX*VWCTZ$ukw%L^*P#p}BG1@IAJ%JaZ$i1YVP^@XlxKS!9zf%cr*LxL
zdhh_EolI=W#n~7u>Mmn5gnp5L#<V!VBheKr_#&86r;VB_#?6wv`KoM?CbthIX~jVk
zhbB+-4RpmYU5G{r+DgV9goRF3)yb?68^sBf@Ki!>fkcY=hZJm65{5$0-0hDj`USz#
zNfAnC-qutB(y_yUfdJgoS1s%WM?mgB%Mc&~EHVv92U5lY8359JAPYbk6l4HcCI$qT
zK1I{8U@A$GmZ9cwGv_J}7T})wlBN#*7J~%W0`pz;JvrwhQl|)@jhZP%p6F8B(Bzu^
zlZv?yH^S0`ULSXWdfM{AW0MC$+wTc`_4lys(9~F~wcn@5?y;V*jksJ<)@`Rwu{t%<
zlCnZ@5xCXUw+!824UcDsONhrv>OKW<4qvN>k2p?5wnMinO7JR$UQ~I>Z`Vx%rIy*P
z!=39fe)IU4h&QSoCxHzI=@?gjJui(>(UT?QCwU1-XZI3lL*7OnK-|KQPX_an9Run1
z31AiRq?k<gX~ncCH|&;VoT{!)8*p+s4}2bmKRc=RFM-ab{pkT4MLsjcCox{bsTf`M
z3dg@*ICYUb^K@-6+T-V^qvxlpr(UsPY%?wSZjr3FF30Q_xmfn6X<}@dhmvvVYcO^+
zR_BbwlZKrrSx5@!Rc;Ql#z&`G1o~L5hTS?FA1!E$Q7U(dtSh5(?g&w;K?yrjvLby0
zr45R|6F=Biag=RBUQ@5G^m=TNwGcBdl`ViZXhg|3aTx5t$1<1>sRcC(q0?<IueX-F
ztIS|#-$DkT7&eO|43pV<2Flq&2G7$DhE4h8W~R3?qj6bn%GZ>v7I1&Pu?NrFsfsCs
zo@#Y^{%W_)d)S=Uy4{TK{N5N|#mKVBLzG|qfdV~$O9QAUIje{le2Ec>q((UZX<Bk3
zOha&4Bc?#6MX@?dzot=cC%xY(n|5X&FbSDh-gQ<{!-a0==m2gh<n#>jcwsIT#QUC`
z42U`q2Hb~N+#no4x)S9g%iH*(h?m@i{ERZ3^$?M+W>Irv#7xdhPf7gmYqD4Z!^5`*
z(vb0wXxlNP@8>0`Fy`;2ld>}!$WTg(D>(;fZjA3_RDE=Cy^qMfMf)Q^%4j6%E})4{
zNw`G9(?mv?ygg79aWsV7gosH~+q!;lOOjNSB_;9KlbvJnN0CKt)`)9gVk(!d;77R#
zD@9Uq)Q;&UxFn)jZwclguPU5EqR>@2XHj9yzn;Puo0Lxx1T#t=mv>B;z+IhB&ery=
zJ3F+<XkVb*n_wyI(I#fkG=oD{28O)cDTp^m&u%~V2iUNSPW8f=ug>oz1UN+o!)Xa>
z${<ghfkqbzqqGw1O>xv|E4e|8JXjU&r=o~+z~9;4-oE+Z84zM2&N0&O>~8BM4Y{Xt
zLA*JZBP81D2mYWqDJ5{{C~_|x?}bMGhTNPffjh@QzXyE?c*A~pxv43RI>*p`fC$1y
zAjzEjV^PF8R-*?4+>J^d9LgZiv4v5#&yvT7QrL6sA4JlPzRsVQcZ)2HImbvNQf_vO
z(^4FDj_wu2Ai7lXHMk7&#{7Mo2tsZhID>6c!oi|DL+KiF4m_;SMjVdZ3s5QSX*VEa
zA17|%i1ToSsAGkNJtgti@^vD}+S%{-3SS_~p-;P&nY`-n4RK3WW(h?HR@n;j3`pUN
zReGx}T|=G)1-G0s+kbJ?IrhbJSFWOn^N>D+hM>gFqB!at2TahR!|LQ-j|$?=vr-%#
zAO#-GTCnjKKA)AupJ(KQENpLdaYmR+)+FZUQ|TIVoPW`A)+Hr3Q6+HanFL1%_s4|=
z>_rjhqrKdIRswgP8Ch~4D~>wHq}&~02P?XD6~vnhyu|8P5N{6t?T(Mcu33~J#Zmtt
z>&%0kwWCj_{V4Tw-rGeXtPb@=B(mLsW{v|B<z7c}V{~XIjH-_gIyyyP?z;1%%w&?d
z^_Dr17sBdb6vn?uAhbEyLptBW`$}$%nSdl~Exgy}#`vw|nCDhs|Fr0o%Y!Tfrug+V
z4>HH*#Vv%imK`-9D=pgEqKLnr&T7<7;aEXWQ6h>Ubxa551ddKP(mm;Si(keIVRfts
zOo9;mJq%AmtD1t+ap`18G0h{ziyt70Y|*YLhkiYMRM<rENS)NKfBJxQFh%J*c1_od
zlPU;RQo`METv%yza#bD!(-W8reaXbfs=QN@^ALt&TJgQ8OdC$T<`Sb&45H$j!?A1H
zD#>-E7l(u6aIXx%Pq5DIvgDIW6*^3RP^JMVTI;RSO^BocWg2n9_1-Pn3@JH~;>>9u
z;o{4*<ylnzQOO2<JUb}Ugp;YREEWh%zD%O+>NZPqS_)Un(0yVxZj>ZlC=|+2eo__w
zxH#cENFt165@DClY()=dCsf~ZUb10UI_>*|GH1wR)Zvh_x=-IbNDTlB*e?pJx=PpJ
z&~my-D>Ev~AkTf3_ykFp28HFh<<L9Sn{F<Z5|fp}o^ksXmnU(jEIJ*FAa#g4EuQSa
zskzLcDTw#i=1l!EBox4zAqf%PK-HHT6h#qdbe%R`FDyYVg49dz2pS5-MQV8wW)O)1
zSyF&m1nGA(S`K^p!m`Ai_%Z~YX!muvUKgGIxiMx_Sp2@46JN&CfEJgRBo@S*JvM~M
zp}6IA5v1AuROTF(8)G)BcKyz5;EziPa|`0l;8uAWiXe3?PKd>^1si^Ns!&F=qH`}V
zLWgdTE8an(wkfX6a3-6T@g^va+Ht^RVxYMqXQ^Y5QwF(X*91YgHgD|KuJ?z?ZF>K(
zT=x`3?CwrMNI3%XB6L`EG6$42r7Q~yV|L7GCPm~x3pWR)G<*f|IutK98O6<u@}rzf
zYe|=qf_U9iTMS3p73JMYilcU{vv!9NT}9W=B1khPv*ZRs9_^Pg3oME_V@gRvN*hfU
z#{9$NA=d7ck8hH#Y0+*ehSqWMvWX~R!Bqg~Tw=?)L=;0i7g`F5PP`*5v~y>Zkw-AM
zO-vD_4vR^9B*-wYrRPUU{BtMxPD#_*qKF-)2QmJXF`F%fb^bstWpP;y?OcjWSrit+
zngbZO)1vdW5Z3m*#ao@mk2z_MSB?8TZ=6Ax$TB0h404Cu)t*BUK_&K`QrI&NQ?%mB
z{ioaoqB!b|Gv+79xl0wqn{kv;9rO%tG;YjqIp-P4cZ*K%xtJUqf}#mVP}e_|cR3^f
za_(KYDB?``n-885Ar8b@gdj?-lr+Fow6I53QN)fDrS2LKA|h}U9S;R?I&^(py^L(3
zewBAuDP4m@N9rc+7%nTvsKc>IILRyJD_;h=V@-AvRKhm2IO=9{adQ$wKA9!GpUYR_
z(A%aGSHcgv9D2tkB9*8z9?>Q7=bgUgeWOd);5b31a_ksh(#NZ2rNBhM$-bO3*KsPz
zy96rl=~8aW$EYJW_mAfne7tIM&#jUk!X@$N-9<3&ii@qwAa`72+%vY+Wxo`5hxDCE
zB568Vz7#!v<wxnbm&YsL^*MBR?n8MYtQqIkn-3fZ=iF2jMV!Gkq+%V7`^7y;@}tZk
zR&_{8(~qKvGmh?xkm4pF1#o5z9j?BFDM%r#^MT8#4hmtN&#>ZFDFtvkMBBV7sLv8M
z5k-*BAG9UyQi>v;-)m*;Qwm}IPWt(+jHo6bIu{iAOv?mBg*T*p=v-_Ol~VZJgK!FS
z;xCE^6)uGJWzFon{f<Z$R&?)8#Soc15NgPGL;%>$!$V{*gqP9d!c5JJ@NKJ2TyZJ6
z&U{pn>6O_^8OF6-WZB#pBUMYXYD77nBI+)MN-f%<#n8GtMYbOa!iI&b&x<gNOi}U4
zw?2tBnrq1}P|z6nMSGwS)<_(mMnbt^SP<|0?hr$=C@YGgjY6!X@j}jvyZ#qPMJXwP
zJGvfale04&_k+Ttq!jkot+i2vA1h;OoQ>wqWF^}OmRH=Wb{-;oc^0kVl#E5YcRs2}
z=R>_IE0eh#i`F$4)3=ih!~v9yLTfv-!n){O*c?52w_iNIb~c(flI^<ZA9V_!1m@sz
zG#HC9Mb;~06_yK|gQDHp;ou}%X5x8CGY}G_GAHpg1Q#{p-P=Wnv!iTOjk-S-#hHd6
zy3g<h&0JcKakwmsIFfX@2q|^g%#YFyd93v>Kg#HQYPS41>tSw;SM(??<&>3HTn<i7
zrgNUsV;)3aoI3kbI>1>qywC6H{5vv-)TvXa)hjN1PGw<NkH68ZHyc&_v*PXa$Fsh7
zcc$KapMQJrP3X;Fwh>HfPhi@L01ea8uoiY_?<?518TP985J?gGlY#%(yFTjv;lJ@n
zLGXu2h;?D%qRfo7uuwssDrD`VzY4xw;IC(*ujdxd@zV>)#U=hKz@Ty?Rz$)t`FLUB
zJx6Bj0kT_vvBa$TwJ}m_A4ChIEIGg2Qhzd;X^AAI3)3C*y}6Y#dHD3Oav~yFKk!0G
zn`a`Sx93kh-y8HhWB3?I*u}Fv*1SHw9EUTpdw3H^aaGdmjmDnJw_5YAA62Gw0UC&q
z8s6b}gb<Gh6J&{<j=X@A22CeOKd(lONGiJ@4rH3zZumGHj1CXN;nW-TDylpP@h77p
z#(+oZIZ;}s_oD~c;o!9)bCh2Np+lUxCVhbT!>)HgX;>;1NOnCv*Wba@?rac>#N*>B
z+Bq1A6uAL_z0C)ACZb6qaVb^c>(*Bc<`Eq=Z`0fF@9kFyM74*sxZ}tD@CgVP_*6C0
zwPiLAQ4=cgAN&0QZOIin91?Y#$Pqfl!>~(i8iP0y&;w14m_*&d1wAC=)vbYyVI00w
z^X}mTDc5^&YFB*<Nw%mEJbc{m3gq4fbG=48$d5J@D<*LsQ5qI<h0(kk^?Eo-fTzSY
zaGW~GA9ynfMs$bco*#t7x{4kx)CK7DU<|R2G4g8O?mimC{85>TLrQ2Wyz;$Y>YPfI
z%1sO}>PE#RbSzF7l;IgcpMpoD*;MdaX11q3ul(uh3};68q)-07920Ch4#OqN;Jc)Y
zy<bx^=NjrhKr8Qs)BRBwHDersk^}DnSPFJrjiwds+YV<CKOhhbp5D{009XNe5nT8K
zh4wsmg8Ch8``7*8QIvP=GQ){JR=_8jvMbvD%_L$qv5#BHtW@2Re$axSmjTOR45u2J
zlA$Wv8c6^=Mra$I(#p;w70rSqpq=$8YO015;SyO;7EjR>HPsC-Wj%>ZN_E|3nZ**B
zjvSUR7J0HdOiJyf=U}QRA&w-jY(ddg-X_g1VCD3QF59U^l6iL`5lU(yGc!((cG&Jl
z4ux>M;R(l}H1-;87gx=Qy=mjcC}HJm$pLQ#7S6#X)1oU!=f$&><R}vNM99G=QdAq+
zK5}$MA`?aqR#`qPIYwd9yer4BqC%0`RgSg`+oLE+M2@zL5@sd`hY?bI@KTwi8BtCq
z*r^cG7BOQGQ*AgKTJ}J-ltnCA%(T);Tl&mWu4w;xSmHFg$<t%DAxw^uXT`J6Q-ke0
zlVe(g+u8~yPX{?-xaVP+Gsb$3H38&V3soMTnPxQks<6ge9yZ$nzjLtJ^r6WGj)tpa
zP7ZovQLZE1g=5c)hoW|zZlX273>xh?-57voi091u#i_xF$Ly#dZ5NSWZ0nOuK+_94
zBd)JDBguf#Rt}D_#*|@u=7_3M>|ckm0mCN(YdBcMu;{Z`G+hVh8CYz9k!`bMtz<~S
z(P%uFL2B2NE3CT|w>cg~_IhyyDY0FTf$3RCJ>4qVNJl`=5)8M)m~NM)#TA|NR%v9;
zIGJ}#qRWa``B6!ncF4%GSe{W(#Yp<0r{%n9Cq_X$#Nm&NGshKi&|$9ZCMOvI&~XBA
z7mY{fa~xXT1t|!a+7ENDaaMRc$BETllPT5CSkc9DDpp@bmSb19Du@Mhb6Cb%;6{Tp
z_8~z9f##$-5ywo6^lFJQXoVch-~`Cdy-@?!P<3a=tkQdRHkjV7Gdcj(CU)TL77;i0
zw6Z+o=%G4o{vZHgBCb*f4GCCBPr=nT87|3jTx7VE=tho7$R(8A6=JDaL?p+UWXE4;
zlpr_t$zVQ?i!$Q{5s-3DW1gyxUgrX?2sw_Ulnt&gLvs<^av(R`4cF|16v)x}HYr97
zmkf40!>wen(H#{fvhmUDfK7}QyTq}0+0c=*_guu5aAhuZ=@1)^yRA*K+p&Kx<73e(
z9OwF2HO75=erwIE>|E659Ww_o79_Q5wUY-3n`pHRxLM?0K8%sirHz(5c4K#qCId32
zSc+$V#vFFJ-)GDk)rQ#O6B!Yiv&OKHb_^edN!a<yb=7dVc1$c2-ZW{*LhbTy&xCil
zyg1HuOiH$owBsD<E|~OSb_^wFQBxM}7!}Sk(IxrIcA<4FJx&T^0^PhFkdW#+rgLh2
zNzv|C<W-rQXs7TsH;ZivY~JyPrBa^@97~s*yXMm6ICgL$I!4evLaoJ)g*y%zImczp
zX{Q@o1{p$^9C@2%U{>VVXZ{Sb6})lo&sgOcm?Qqq$4dfz#k=`<^<}|v_+mDz&&b<o
zJ}>Os!hD+P+NNlBd8tS%hMKXDxS*1*F|LYJeOX@Cn?BiI7y{Yos7^0fBb_wsv#oU*
z&fKD+Ym<pdDvvFL_~;;%1WbBSxCxYKg~7jKZ5CGL7-0BjM9fRlpr9i+g6Lq82AsQn
z61QoXAL%U8kS8qYqeUsZh-KyOuoE^W>GAEpqtg))B@}PUf?9Qu!>U&S7$(*ZDh;D(
zht02P&FrWF{3c@=!wT7fBaglBMLmJExo%`SqZSd>&}aqWMaJx=<kX7RX&1aX#oUmR
z*U0T)v@)8ECQe7MT+!_^g-WU=WIv=Wi1f3s_6yUq2pdO5$%^{CrrV+q==#fzFc=6^
zCOI_ap*C?#cbrSIF<AH6R?+&+JKSo~!gLahObFHr7q^wiC1{VXl!XhMN36n>$Mm0t
z`wW#w5{u%caj4XyLWeLud%U<W)ea3&Hk!EcOyR*}i?bY;xU~AQoQ#IX`5|BLS?2|^
z@6@Jbj<dX7HF`_Pz3tf7j_Z<LjF&z2sm054n;I_|#R8Z+RJiE%PaQYxxr-B*w(i^J
zMEO(mrg$2LXtdubhr)RaE7u_NGGDY4^?BZ5?&I$L*mWy+4?6EtSq;8(aCpq^#fc&J
z_Tns^cYARb&cD65i|5~7oaJ{%82V~o&)Qy`h0R%$wLm!w7ua5$<xzPw;j%`YyL8^|
z#a+6OaTvyThpg?zi6)L9YkP4b$iKbBiem}Oy}d+5%WW^BJbJ6(_9BY$Qma05Z7<G(
z`L-9UXyNU}DqU)O$;1$i_N?tC14Z98Xy>lB+yz#H@@_8{H40O%?ZqlsV0*F3Iky*m
zt<qjr`pH-H<&vuRT=lc?>2%D3xAWD{0(hMG>_300`Wak&hSUBuk|=%?&xQmwfcH&x
z90sFtw>mrQB1Q(sr+B^k*#SJv;N?_>TMvA1ssp$`JKpXi8(Q^1xJ^0UV(`SvzEu6}
zQ0A?y!jEXsHA>Bfvq{*kPLB@5Dq27e9{l!7^|Rrq`V@~v%1hPu?~13hAvIxdi0t0o
z>JxuV-eA?<z~AG-i`DzhST8AWy@i)R1X3?nr*u899{8NK{@c}F7YzoRrqv))xl1_4
z8^byG=eHF^<!7^g@Mw#?l+J;W#f2B?#UlOpvVnvz(+g+(@z_5i&{GR%$>$KDr`Qcq
z6fi*H=N3q;ixMUNWv@$u)u31W>FA&zR1YBm9UV?2`U?ar&{tfPobJHCiXhKun%UV?
zf@|z&J0e37W4*9&Djn;Y&JjkQ1pNj%QVP&lTm)1EC;~(b_ayv9_*+W&D=zr60X*sa
zfrLE^FU}Xzd3RC5R;QRxvcL=A)}knYfApVjV+A7v?s-GVuq3>22Nm$jb5xYk@aMW=
zcsL1vNx(0Fg|a7KaQEa(dm#{`f4cbhv1;!NV7uhc3kxr4f{ac*zps+L$T}7=UWhv>
zb(|UWJJ)YY+Ry2p7f!JXc|`kQ6zo^0`x2Ok)+zVUT0EEvmJ=9i7yk*~#Ic^oe1?-{
zD4<UZXc{M{-Doc#!d(!n19~58gKXhh8qlJJPL?lDI*$qP!ooMGZUADq7=OBbi<9XA
z0Sb;Ol9i*c0M~#oO+zf4SSqVv^`mg08Y(8PXy{um^rv}Hy?`3dh*2n5qhU4vE7Sd|
z-+_&fOx`Z}J!fEDKpDB}OK_@${?pFPb`xF(I5~t?`>-YQhXK#M7ijrOFLntu4JUBp
zJkSIFER9`J!Z~POoei<IU<P(+5w)huB6Wx;>0F%7J`O3qhiuMej9)no#X_lgra7j0
znDPa^D*n!OM*-Fu+8JqLM}Oz;VG`H&C+4&0?N|4W=`jc=V)*fu2mW+_^7)>2vbQPy
z+MHCl)1IGH=AKk8V1=cC06NUw`6~R-5rKh^94}R$AaoEv{IL45>hrJ55$C&#p65p#
z!3dtJ3(t=@(c+|;!t0t`<zJ!gK<o(49kk?mh*w8!0=iziYn~sOY<@gHGC79opYS8o
z>B(UjpxJ-C&P6y>>yT`>RHuDYD^WO-ga|~i3rOBWBMTk|xjTA-OV)7Dgo>2(3`Ncz
z55p&8h*E}ok*{H7>f{78aYm+2!d;UkqdLTd2^*QrSg_Kz212pX(1eamW+F#WDSK1N
zO-$g(QXv5hiKhvfj#degP2kA1B91mv<(u#^ZV3AaNi&!W(XR;`S^30qYjL;<o=!>>
zbijm9Cq*iGOxSduD6NbM99aX!=_X*q<kKt^Ssl3wfiu!c+AI>8-lh~$o@&u7$e;{T
zJ3~)lRudbPMwhYiy$K!7j090+#c6_OG}&}>H;bhAnN;$au<66c$<2&rDtB`ed3rMm
z>QhA3(qh#N&=FRHoLEWwW`d@Z%jz-{I$GGGUJ>gF84j3$k+YWogjaxYSP`L&sOQy+
zn*~Pb6j)>`$k+_$MZ@Yg>edv)ECXlMa1++FYBbvujj<%OVcM9t2&~tJ6B$+6ED{+q
zCu@;K<Z^G8iRNNj8Aadd;6NK^M0)n@LKNNCtSqv*&n_no6wQ)RPbW&IgNZeQ!_b;w
z(KbxjB$$lqYC=W(xrQQ}LlY$0&NK)Z&6b5GWMqSg8Kg9edk-NWHi6#MCkO_*{%Q96
zn-9$Q(Lm?&k;9`27jcu}1Vz}dCwahPJ9V;Y5}QSOv~^ikV&w^D<1w^EX2sE3WdV~d
z2O{@bEK4?7R4#mSO_WiWTPTHVc(gM`o3{nU4$ETwF|nq!DstO2fs>?0j<_aV6qSOB
zkWRQJOp-%@b$52MdlXs|Uy?R=8zO67Dov)LwU0;Q9HiFTs5TAoK#0!KEjs>sM7;(A
zO(GWL=41l*&d3fd!pC}DR<2S}RcVBefz+os(}iMCE6`{=j)O+3HUsk?7eOa$WS$E;
zpPiudjp}DmC(MRjf5@6ya@ym&-Pc79`i>guXKrJJ3vHrO!9l?F0!Nz_Fj^}0Tx4qV
z<GILGjUjyKLGoM*Dw*;tqd2}Y#SUBTQ39kVqp`3TIR$Mti^`o=8n4=As{1pw29dg+
zEgGEq__t#ve@TWaBAjkh3hAl*Ss|o%mVd71{_51+r#Lt<>$@*)-QN88*7n`|w`vDn
zwU%6v;gF*TdW~7+Vz2BY*08@9)|7oiZ8Y9fP-iHz_%*#4sizqQ82hOu{>GnLJI(e(
z8@+IOxzVaO+x7NZz1a)>pwS9jjg{_tXFc@SmV05i)@dW!bZ@n>yxdw@UH6+|d#$^+
z;&+2~r>-z>G(vy9<1aUZR<qr01i^a4?*LJ!yWCz0gI2g6t_7X;Y6In0RvT-p&0aff
zwtICyTwPu6uCS%pM%`}(t07>5Zllv^_3DjYtJiAy%gcVZ>#v6GR;v@#d-YDe-Dq`u
ze=TgTHhL=oXlsPc26KF))j-j9qqAOb*Bgyas~NQ0XuxW_)9}M}e6H5JetUhn*=#hH
z{pL#Budnyk>Z?H;l&v=#+^$Zz+G@3yd&|LU$8U5yVRL=0>#sF>4bWF_1?%1A^=@}9
z>^9qtcCg;*c6*IhvlaMjL47$~Sz|nSAFi}}%boUe!}r6+%JOn&4Royg?V!EZ>8><Z
z!%hpFTdA-0>g|=~ZV=R0S6i#SFbG>s=FcJzgWA$3xGhYU2H|L_7Wf^1uyiO#&}1on
zD4l1;9Bpow@c+n}&HFRAAKd@xzxp5jz0?2U_P779Kl=U0|I3BH^N(KpPk#IF{M9Re
z@%Ki5_z(a4Jcit#FW`VB|C&k4CNL@qm-hC9>UynFuOZg}*vRzOx*b*W>w;tPIBj7z
z+%wql8TOE+hv6jj$HD&6=8eq<yGy&_a55S{M7a9t5*a;KhvAdS^k@(=U%DNGV~Ru1
zDJ#G;HB~<O55)ASl4uH->uX-4)@W8L)vAno-$S5(4~wqX3B#ecN9KPpGwXUiMCb6-
zl&T&12LrEj<n7Y~N^wA#yn1bUwN|eI6=9o%;Wf{Z1Y$B8EQxZJ$`I#?YhLunv$3LS
zQ|~ZG8o*pf=>8$BMEesi#j*k;dcT!7qS6f~!MKm)A=Fa*u~_XG2_zzV<u_rFc0vgy
z;<!&H!9*NutrCB7QW+@Xc*7{2#|dPlh+|h7D&mim%{#di7V)}{k<ucLDoM80E62-u
z5wC2*8B<Om2SyxsvLQv2WO#`IdIDK9DoDZ-?v2Jrym*vPpHU%)gF_ro8I@z5b7t77
zbY^?-bs&EPxrWUxs8Z}y{27vbjJZBfXC_K!7phRY5NYNr!8s98R?;F^kslt7Y4=rC
zBy%7keM^8%TDRG|zH?)lAHsuSAl|4{N@!?*AiXG<2-4?P=xRp}60je<COY}n?Je)a
z54|-y2(97?GVjPI>sauc_Jd|^&3>>Ff6%VAZHTqniv57jTd^liJQ3b2)yZf!4nonE
zi6qawy`Y%q>8nenqM)feCw(00uph!|5>Vtja?RW8Pw^cV>q1xH+zah7QmK%?h{vg}
zP}thND2EGe&cr+Kev{z@cEBF^L!_m-=G{bQnNXDN`LhAKb9X!oE9fVYNC_{<m4=*D
zl)sE@XS6c{g8q1;<kTkd$D}`vKQq&=WWB3N(+X&O$if`13&b?5QWKLS;Y%iXYQC3v
zDN-U?*;}*{rVCAH@Mtc)%JwoJP9=Lu1r*BYgdt8oaH(jHQoR%^6=ixUQVi1M(J;G!
zVU(e4e~Q4%G%vYJ7+GF&mk~)`@<ZbsgR^FScyfjdrbUW~NH<0JDko8Hl4LmT{NTIW
z_YZSJ>+CMMOK6L!{3TRwm)r#+E35oPgl;l7IGIls9p1`5t56*`k=CVH0g=_EP!Yon
ztXR3x9@*>^Dua0;t;dR%5(Z@X3t0(W3KX+U&+?a3!2}Bx2*>%sRltP&1<1gy2=vW9
zWb`zmCxuEGfjf(oE4U(I(7=zpNCid5m@=!&U4@9AQ2@HgcECn+Ine72E;(RD0+&2+
z;(nL|P@Dxa7XY+c7~-e^k*PQ%IFY<%F5LA`=YrgPFdxLq+%gwDGOU>kisL0_(vyC7
zx<40I7%3ql?OZ^?NqunL5?Nac7D^;-DP2CEv*p-`IAzQ65Fz9l_(@EXCSv3Ca~qF2
zo2?OtWR{h|2$w7}%s)1!`QtI05-VNH@wjx;ShbJeGH0@u;}NKGwHyx#c8udUjxF7f
z+x<FGOX)UQd0Gl$F)W=6mSm&H^h2I|9+lv{%+XSiJ`tBPUm3B`<^$yfE%~7Hx0N9C
zQLN<=>1RY{ytE6QODe$gZo>ej=&yND=GcjWEyrdIr~(@-pv5AeafAklSWwkxp2kGh
zu5+PtfWlwFNXe3lk-_2_S>_hN@rx2+OHmpUb0fWVOq8Y%3!G5F&c`wr9AZb9`{w|&
zva!sCmuW{-$i|$|8J8JuoJ6bq!t$b>FRZcAQ!a~~xNoaSC^^CBOGRu-WEPg3$g^%w
zHd^U#mJ_Yq9r6P2kDlZOwLQS{mYR1-wp)sYA@`^PY<?DI-wkadL?pwU?Nbvz7A3Y|
z;R223`tr3so_A#~T~^wa9MEF5<E$%L@U+9GzE_Qk<y^@HF2wEgA+3xnIl#?uuyet!
zcy>8tHr!mhoN@jyR-=fZSFA|Z)z(Q}9?5EIL0kZfkw>*<%2-pYqFYqP!6vm_9%*Z8
zVJt**L|a)!vt_96k~x=Rcj0+rQFp1#H7c!0*80q4*lTF+5Me;%SD6cI$7`Gm&e>Jw
z0xF{C9oo5V>NE4;9*0dAqs1Uer<a%D9CJcphu$kM(s`%-7`=4zpN~3opAgwn<e4%Z
zlK{f)8rE!6L~!^bsm>;sP?wC9p0nE5$odek$^>)nKM8=Ebnl&usAjkv&j*G>>oB1i
zNY*XDq)&2AoPr5?Ve>Xkk|7$H7q#RD`6?GHA-$AcWrQBwH64j<;^j8XIg&S6{hFPY
zQ<19-Df8Y_29;D8a%N6_De|YJz6F=r$vGWnMy5Zpduhs*eD`)7P|fO;$2D{OWy~R7
z8%%KLTrvSg2c`8u5>PshCkUnW0S`yi&uLaSQMz4yU!RkYBwmd!r@uH6%(>cS7tX%a
zWS5<%_nuRF-nA~fc=in|yKMFqF}v(sEnar<IXBKZg+-kBlEWnL{W6<``QnW1^7G_4
zX{9kWWsLYDt>=wctO_y%NzUSGDXYzsX4&NO`k_8Egs9o&vV^qml6H9boQ-61txIH)
zxsiq->&)(^-zFjF-6RL9?2D}%fofI8dDmTzFBb*5pYxuf>%0R~mW-rU^J{k^$h(O+
z3+LQKoMm%wBJR?;HxXy?oSTTVY|e?|ESrB5aTd?JiMR{r+(g`k`}qv1vPWxyO~gq>
z?oA|C8Z$fZCK8n_wTX!0g*OpViWgP&nP(Gmmdmw?SS5>YB35C01<w@q*n@-H8%L09
z6UiW<UuL8_iOIQ%ShOfac{UNNT>eeODwfzp_9yK6(Cv?v=Y!`VeIoV;a#JOj1Q_dI
z^HiD-e9B1g_!1@dpdV=&J@C$z%ENd}E;W2RG9II2bn*^7MyUR2-yf)~9eChM*MY}o
zo(}mlJsON^Bz*09MoVKUIlRnV96%u*Ub^97IP7W`MmaXTk3NK-$%^;GA9^3)OIz%`
zS3Qwb1Mlj!R!zRF3l|o0gz+hhhA7vpHC4f7E@!395D3<4%L1rgTUS6G*yZBY3fJ4>
z=OQbHDzsLs$BR)S4Dq(HT5G764RXC9s-oN%5(NG<k~n-}>SPWJ@xE1qYmdUgjW$wT
zNF3zqqhQG8hpGv53<CkeykRO-5(~U*)K(Pd8k%!^v8)vWtN}iVO5pIyoPeY2J|$fd
z0L@xUy=OuPl$k=*-`30}CnX|KrJ@jTxqsjRtKK5_1m57e?m6;9qH-9)BH099FVkzq
z{$*X%$}a(^28M?0qK0sHA|yyCfj8jns-&2?hWrumrb0t%KT_4j6GaHB8f{SwwKG+e
z8A8<61Un_0@Ro5{$shn$*JG9YL+5@FZySm3OeA|yaEcP?>P0P^8tEMbOsgh|mF{5#
z;>zbBKryc*Kcaq+860F~c&+JbP{X^SaFMDG{NdhAc=JJBPuVn@^+p}<`#q05vfg8l
ztoH>!>;>^YF)5TTSMkO2e!U_b-l~%s%&I+=`2q0KK`eaQp9XMhs7|Kc{-_EMXS^ck
zy(&34t8@@}<P;p)X%_(HUc;k0ZL(#$CajEqg4S_Q=PmF!H-Q(=Q~*X1Bc8AIU<A!2
zv6{>2@yB$nS0h}uVNFkPy|U%r3v~1W$(iR{gBl{ww}xlGHBjVxu=@n|g}C2tEs8uZ
z`ZMX-TeAYsrvZ`Gsu_1a7u+tqy-D>!f0{72v+I0NLoS;REHpOqa;O~h^1*T-TPLvw
zQYB2tg)|m$ejaLAzCs3&3$qr9<bsa;AoGDkZ?1yy&Ldfg<8q-TSi|ZicNy@6?eEhD
zlhHp^3ra+R=I1s67tDB^`MG7395G)TNV<_1GBW1MTLOZQyr4zcScHXCzYH)xk8wiu
zn~Pi_Yt08aJ`&Sm4lqP4Qks_z2ct|ow!E`B78D^%gEIUr$m<{uW-6i$y|oLY2`X1X
zBYJxlUI}d2csLuML~mGd6e>}OEW<tn8VZ+@c^YAnnMNV%WHBS6{9M+hqPGkK=0F+Y
z<XsgCR63e`DuiKY;jAwbA4jp|<H#6Bg_2Kuts=>%y^cIIG6@lW7vxHu11fFzWr8Ix
z8AU#gECB=YyBS126P5(aI);2Eq;MLV-wci*pNWfosiFY#nc$I&NoM_#r%)!C5j{Sw
zR<Jy02dmD>tZ)wbRMw0fA16w`Hv-3}!hjw-ZhRb)#q}&TC+ul33RavXWz_h2kao~`
z1)Wn$GnJG)7tu_ROcFvVXK;0}^jV2+M0|7zP9Z_og45@s`>(g?{<*kDXp|h1d^1$H
z5Q{}pG1d&xf)mB_ma(}7=(3@TiF5-Nun~@17m<n+s0GBj2Pyt@bpizkJaKh`icfs%
z6vsVQfpGD`fp!<MNUEoA88LTjcsx5?>hy;cMpprx6AS7ij;y_uga^Qq3{uQRtA~&F
zRNUgI@{-?vY*r|vHoIdZ?~NzZX_dpkR$HB(zuIkcpyaJ%qM@d#791PZpwCn>Pkucw
zby3k1q~ccI+EZA(1ggTPA}=R5h(3RM0%(_DEijmMLxp$yxG15@9Wyef_0EYPU4oK9
zVLTy(h}NhOetcpSF6~bb2G11hvBzaN6@0W;FaGtysf*lgr)z`J9zQ=FJwH`F^@<I1
zntvLfiwj6GaTzNjV=&&$`5Fa)Us(9If;DpDP;Tg#fcAw5^IJa)9&POhkE&2FLs5@t
z?(KR#=&UVs%>0Ej!pMU{%%4Tl9b@VKhIoNxtyM$d>}s=K=eYJLL&hIe-6BdE4S9v0
zqb}(9t4(A92*YI#^1pD!x2!^_*aiI0DE;R2fRvvHhZEGgR$HsCtRd`vxZ*QgPLs{Z
z!orz_*HFqNm7Z5uYE4Ap2B~ZQ8mBr~IE&TOA0NruDhoO!|H8s6@{Oo!z1FPOyU{u#
z6YEf+Z=g1V#8;t`B<f&$vQlk#!ftCl=rMVf$ohoJh(3<G;?3wSAs~H!z1l@$11^46
zTAonRvtZ2WsOYP~cz`l=<Xx_=*H>CdLZEBCXc(+eSsGYIGvB1L)2Cv8qT^Gwfy4_f
ze_3+~!F5$YUSx<mB@-`2RlgFw1qG|s5EL`P=aiibZSQAM)aa2{)hpNy(6FmlS69|}
zky=P(=ph6zE}Wz4`S0z$;W(&v$B&15zya%+c6HV7wpV*=y5Tx2xugEq_b2<Efv&x|
z(pg8Y2hHj;*f*}<r25X;L-3UWo}-~{jJ|fT>M#4toE2i>oHDARVl?s%YF`@!`_S*B
zAjW=mrM}+A6l-%^7GZBgljSs;X%xDG$CxY2G%15My*KE*J+w|xJqBA}KO7GRgQ_yk
zsdnmNJE*r;xuVOKbq=xRyj|s6hvO;Kc;n%84BkMeUR^;W*V|!4D~xv*kZs~T;f%WD
zWjwAT%smD`Cs<isUD4~uBCL9-ac8M{QGu867>#R*=B)%Py4PNc+x$@BH&B()%<sfu
zXi0%B62{R=uct?@NTox?MJ|e{?icBRk0Ka1)vyt+Fng|`hx`sj^$ld^J{s+qE>X#E
z0)ha7>5xXdoTBaJ_11D%Gx-8wq+JRzNaQSw5WG$=4-VyQYgc>gjkQ+T)iWlUBVFQn
z&E)mBfn(4^j)}>17>LCN3tQFqSC*TtWj#zTp&7$TZ!|tYf&(gkj@S@U@|O8tjA&v<
zquXmSJ6?5}DiNkdtgraszi$o4-Ep@X45z~}k%PX#d~S7DgGNVBj<eF1iOO980)wZo
zKMpY3u;S6Etyh=ZYsi<<(gk@RTbRF9F+mwS6N6-JL<}=`yJ5g@q;D?_lC_yIOy=If
zKy!Bq2F%<O7-;U|&wyFWJi}zJ=?s)(-Dc1^YczvpEy)a%z5X&(%7V+U=Pa%aHh&Fe
z$n-^%AyQXK2FSS*GI-j`$M5s3ZwxzUDPypFs})1fUzHd#*Q&$7bJiFJOZns_XzmJ>
zzVKwMH}jU6^wlL}QOR0M<}D#vE62PABV(P&S{~-F3fYT6#u|`0_1!Z*d!o;s->K6&
zZ8qnd#3^$($CS;UsktWT+<BR2I;PA*K1sZ>KM9&J1jgx_5^7YJ!?4*~U*{9eoY#8p
zGP<)89i2F~7xdj+gYg#zzX;1^5-3i`A=k*S^jXIVb4Fo`*LR99_l)M8$}XbdU&oEP
zeifF|<DftEemZ*M4}vd_9;vsl5-r{E@ni$0oMhE)<PiLRyo~q3FUP?b{-cdY!vlh=
z9S%O?_NmXy^jX23Q&Cd^OO(*Hf-4SgD-z%wU9;rZGj#QlUl*gVbo>*47l1+B0v7P{
z0$qdY?*hu7<*#R=r{Y2+0W<~)X8rq~Bc+UDz>@4wl~P8PB8i7SOa5SP;TqDK81-##
zdbkn6oH__6$VKK&_x&l-pbQQtGEd2qai2oxvLxJtM4*e`6K^{5w&3K!(!Uo5l<Y{-
z2aF>q<`2BUA0iEzH$%1(f=3FR(E)P!coVn^ksrl$;*EN!GOQ>9=;!<zYo2#!>Wz`B
zW#ak6ia$6QLBXM9^*~NJU_6lrO{7{04<Ll-f&?<sgzpi#rr-jDV2cy@=nT7+(QJA+
z11&z`9O$M-7(gK$aiU_>K;l=}g#k9?DnK#x`a`;D2(tih>OVsAHIZ^nv~^2lmccCq
zq!XWT`5OBMLTdkGIAZC#gVBtVn`j<w3DZ*0OZm9q+yg!l_t6eyu%2A4NJ%Vp)CBQs
z)O)f<l}+^gfas-8K(xsL_$Cl2F4QWOWP&H8e-l0P0gb3@OOT*G86u8ycVcGrT>3Ml
zUpVlQ6KK4IZpP(jZ-#a(%|uKcl4t&!>d&eg!&TTOhU1<OdaBb=HNZs?9u#WesE<h~
zZl52aSww@#C`9QY-<^232tDU0y?7&h91cc@2cgbK&nr#kDbh4O?o(bno+m5(&KUmu
zNUvPt-8tpE!7GJP;LG{SWL*wAFu+mV3{vW5;M4H;;|!_1*q_=`h0aO~E%oct)_63T
zY=QHzu2;`4-{_CQcl+U)oA96EwCERZ?`**+4jrM2T-e;*wH{m&adB-Fub}2be_BJn
z$U_X+@FsE~sq!zXSG(cCq4D^Vw7QUkL4oQIz0~O^>dOlYubxs1cl^~e`^~IBQ~eA+
zVJB1#@1{bOO9_+DKyHMZ7U|m?MkQSPf+3%j36{?&_*2;LqCX9P0bZi$YGk}3a1sqk
z^e^ycCCX^<^RyD83-={7L>Gb>m5W~C*U;zG;uuG*HcA_HM4bG_SWeSgjYqZ$;M@+L
z*7he16)*i&{Z^-l1#<?TAr(DOM|7R|OH3GRel1?VaU<S@)ZrcneAd6Yjn+`Vpgp!u
zsCqsyo)H#3XXO|oq3|MDsD`I}cn+iRlz8YISotT<72B4Au*=-&ggs>fmCucy#wQ-q
zpa%BrI3&@QSld_NXSxX8$AgJ`;!>~=zentUdr>0pOJdadlY^xn)p*&~RX$J7{X9AM
zmzbPepQ-rv$z$9beZ2Cw{@mZY`mbI1&VTnWFP{5f|NQTqt$g#Z{!{<Q@Bcsl`7i##
zdq4l*pk2xO`?{pnJ_$OWC%`U{09y@;uOZLW$iDQWSZZ!^{%_PTS3VYrvgLvHa^+K*
zZ~Gb&ZVNHbW#h7P&0D!#xm?+bvbnltB$q39Ih!k`an(PobdJ8}DLKpK%BD&?n@3)9
zxkC3I&OGaqzFe;C=mg%!793ozTt_lpM3$DxbmvMgl-T2P<%W?H{IW1uq&u~`JL2?N
zO!go#s6%TR0fa<wTq%Uaa(q#Q!gD-%gyzX{gc1_T@gx%xM@@dD3Mu64uToOMZFP$)
zFrRhmYC~j!k&I(q75DCIo;cvC2Q-BdK*Bx=UbZqa%kYl0QqX~q6EYJOI{PxrXRz{^
z51?SS9>A>F`i<nv)^B8Iwtgdhv-KN#ZsWJi0Bt=$@@DIIyVkOPBk+s$8)|dwx2WK<
zE4MR&na5xHZ61AzGa?zYA<`xoD<Sjd7|EDJ2<|*zu#M#2KbBA`^|HvtOiwsDGv#6?
z-0sxT1PK8jXOEUY?`9>CwgtN+n<ebqu-BYTMO+)+GYIhw74GD&E8K~!j27_fohbT<
ze0qCQ-I1BGG1l;s1V!@AeTdh_Rrp8EXvoQDRMnR8Rk-#UzYWn*^wbg_MURE}DEg@d
zNYNuLLW&-lLZs-aLyVMo$%3Tlg(*rR)>7jF6)ekauq9|?K*=4rfg^3YjGwjj;K5bz
z;}QHaM+c+v;eLMtr+SD{`$AyJ<*tj|={Hm;DIp@Jdhz$shu#Y8ePlQwd~G(bMzl&0
z@o!{OMnzzk&qWX%%3VT>bVMaMc5n&AS8|tNsg5KIp>?7XZFdRYB)No9$11lSF?U9j
z_ntsaFnTh1pBq=LdLP%W*Sw#MI^L-B3kaXQ$?TAJe(#At@%m%vAP`rnGdS`(;}HqZ
z5668{M~po3=~+`dfad|x4kXhVhXqBXIxQ?U+N-*7tY36<z+zF02&#myx-oPH(y`M}
zIZ63slQ^`HvA*cWdcomgRIGaA&c~l)RsMYU;r2FhNyr;yL?M!L5xxTs8WaryCF-KL
zvB*FKLo-+|cm!Yv7!o-2wDQCh^dMRy$XJ62R5U6Iy+cqkjD^6%|0H7_5uhD2O~8^q
zgbV3UJ?uTn;`D(pm+{E8MWGOr0Q(gW(bQ=WFRxu=Fo`1H7@AS;A?|t7mrRo`zlae6
zGei}h24iG}Ui{AQ(DbCS1H-%6=*bLDb-6-nJN*61d4k9dEltCn+dw@9O&L#+G*pp0
z2TLQKr6<UIDsp>*WS}~ZCrAd`vYsGmD39d{l8Lm8CrCEJ5}qL02;r+z$`hmz)?-h!
zufHb<#P{M)$swbaRtqM@YfIf$%yYufyOF9uC?Z(M3Ga#M5QpW?_6vwKaHQ5a4Vw|e
zm*I7NmV*WQvhZktIk2yqv!K;+RP?NEN&Ffg>V#cC856HI>+4*SRdZDE+`_Ao*~r4e
zYw9qBa_w4U9R=6heuoP(j~3D`@fb9-*$gzNg$$P68V!|6Izy#=a?8>imeGyb&B&zQ
z&2Jt&*`|KkZ*@Z%S<(qaf$#*mEJB#Tenx~+)#dY5<1GA|g|Q|AQuKp@m@|>QYS(bL
z--8sSU<KJYBr;aEU4)I=esu`*p2wl8hWWej3fv63qXSsBz*Y*ejbS>&q-dC9<GG}2
zb@V1xa$micr%L>YncDH|ckU0uJ;ZVghvV7A`(T7$wLST3qyMO1>-E`e?#K7~h^y-D
zz*6av?|sl4J>8fEPinyzA60%bg67fNg=6Vp;C=85`c<2XUmJV4$_#43=z!5&d_bm6
zbba>OK!TjN$P!PO$;q$6{Eoju2`s;|eI6O@F#{JCR+U8(geCj44%M~9wnZ*?4SH!0
zY{`osr{5u~nRqhH?}P|)0&A(Fw8gCQRyVz1;KN`GCS}s{3xY)$<|%_ZY%IvxgaI$C
z>O5+oGz^n1Tm0581QRf@3mzfzAw|jU4`CAqgEPW;)q9tx`ny+)R#2-5)RH*d2@%mv
zqJRLtgP_g5{**-ML=lY9s=_!<$TmG`Yc?B)6T(5}f08;Z-Xvs(3_uvO!7NN5M9F@j
znvU58;-C0O)Le8oY!D#<(2WMdO4K9|EhiJRAzA!|PvM|E!IXtufmjI>H4^vX(tZ#^
zesh#0&BW9lftaP?Xu5>j9*3Zz*MCZOgfP16`s1!*24n&db$Dnw$U`(bG${1&fAn1c
zAOvyO!@w6cPZ2^GD1p(9@T%AC_j)0wBf1(^Q!`k~!BlT-{umlCl(>uJQp9qylOt0)
zm~CQGjykZ?0vQoLi(i`)h+l$z3<Y{jg2s1=Z$uajgCOve>|>S*`2vl=IP1(#C4mL9
zy9Qv#kqfcz6v8?Tr%y)XN1{XUlSHtGhXWKAaq7J%`~6_wJEZ1Kh*y(+uw9xy)`YDh
zx`3j7(;G5+B<>EOW9v#-5^?VP%~l&>$j8BQ^Q!mssc1hAt!z7Znl=!%D)K6A=;8QH
z1Mm1XoBb{n-}CZpHK<3|q^kd_KbW3H$eR=`Y-0C{y#b3rOA6#=`_;{xchrmT+Aq|x
z0IAbxMq%bFu-L|r)CZ&?R4-q*aUk~TT`~f7SADPlRK56yUF<i0<My(8qd!h@YxNWL
z<;ueAI4rL%ybM?8CLI61kL~Gq;luaY!qtWM;=srJ&D-2LJGR25r%!KVtm7U5A(*OS
zQGH&zJ)w6rA+*6z<@N+k#8ds`yqp61cbrbfX4!YWK^Y;iAR(Spb%My8Rhi9!`{J8X
zQV8)DbByftDGLN2lH%1A{jKcp7Yuu@S7@Su+%#jz$cbFqa$Q1qod!I)T}FSpvyDrf
zgg-|YIRVd=Qz;G4F5S`$jXVTi0C0*iq`s>$^dDtGS4ceD>F*6^2NE79A!TaG_Y{ki
z^8^n;`2j|arjH<^Ul&G54FdhdaE~yO=_ZI3|M5t(z=gkX91`IA&#p#4PJZD+S1>5V
z*sPM=n?_E|rjt}w88)3<;l=8W+nb+me}3=Y=7VHyU&<3EMVNN-9N>0VaL&bsHSOzV
z?A$|yCxq3#qV1CUS-W@OAI9lTU3*R~{3s6ljDPdEuoi-st3707dE$?URZ@Gwt@?zh
z;3+8$KGVms5yL}_<Cl#3xnJZWk%1#x8Pb9DjLiU<Kkf7_EgefVGt*(t%A2KJ3`8?A
z+(=#&{prS^nZga@2<rq1g`z+G{-Ss<^&x;d6?s1aSVO%ep`sXJXB8~!6yNwBN;T+G
zV%ZSQxP*sXee`-Z>_1I!Wkjs}hRu!^jg$rBMe}XO!V$;%W&K7w#h<-OL<cB-pL$9<
z&Qay08_C4xIF2xA@uSB{5zXUHoE0!p__xHbN23vg1~lu(0!sh7K-((BIgdjz>MMZb
zcl^2VRnE9L&tBHsZ1~iti0H+4+BnKD>o@cByg|9M?$k}v3H`_5A)g(@fK4BZIgWWb
z_M3V9IK?+(40!QZ*}A>?@vZHh$h+WGbtzeL+&I1wy^GyEE<D`cym4<kLi3t=nORD^
zmpu1Yc<!z6C3-9986*!-wA}N;<o)e`{Mui5^S}Ol@VEY_)xZ7!?tk>);$Q#2-+i>Y
z|HFUgH(&ne|E2%zzxhS>)H(@2fv*dWuc7U|V*Yc=3V2eek^RQoF@FV^G<hDZa4RHC
zy(WG||L_T;qQuVDdlkgakf27d8x_Pn934WI8$I*9k}8ghX~GK=v}dU5P{@y|?2sP+
zC#vr7yc$}5Vmglmy7`I^#hQ7l4~hBfr~km{dj=X1&->DJAf9&<YLjDVK`Ir>*Lx^3
zqZw0N#(F5Ky{tfU0~2X`#eiE<b-4<?0F*NffV98loh1L1k5UC;LH0-EYZ%e#8fOod
z!#Q-$l?qwXvIi5lYre`Gz7>0j7a={7K*%vw!<7p4On=ay9&uwqi=hawK+zTMK>=yJ
z_DDlvIe9Ss(%HlE^Z<?0(PJIvIxVt8{qVze(hWpkm-%Z0ejoZfLOxbp4i!Kc9ry7g
zI?dnKx&`YoAM)`~pYQSAd9<%cUkt;90+6wF-19zx5^tk=Ku{k_LyHY40$~bHs!%W!
zdcG|c-32ONV$K8Tg@hhZ<N%{6ATs<4RGE!dwN?LtH-Tz4982geXiA}J9(&;sg$Ui0
z)a24lMC+_c>j(`ctojf{hIGk7`-CVfP~=8_Afju?8ALQhd5h3P;W47x>o5y(wfmv4
z9)X5h*^eNAi_qq(pB|Z$cnB~P`p}6&m5&fLWX7o+MEb+W%E3giL~Ms38<Va#8wjO0
z##$h>qybE`5!Q!TdNi6r(~CNR_r2k0SQWZ_Fi@t*)x(#S`NU;JU!fy_*Q10;q;{5U
z<r+zO?1Nb3@4>kDdZ9msw!aY9U~xM}Bw{oqe0n%STpi9QPKyKlUob&xJRFlx*v!cB
zMw$mv2im6c4p5=UbUcR^)A2N+!gRnW{iWj#D=!_dpt*EBCAB5BLe0)93<cGhN<FdW
zUj(S~nVZ*kfj!a^il2NHrz(<82M}T6xoz?<ipd~I)I;<q@|7bgxiW|+Q-6k{yyQX`
zMNn9k=+MYH&!gPqI@Yp;YS&f?E#+N@_EVwa^x?8XN+C{J$^{S%7!?qU>D5n>(}D`%
zk5X^IyNtfdgzimhGn`9g{&$)dT5(1{h9Q;_T5@4)F&rGx$Omu)f{6iZkG=gV(uxyg
z2l1Q4q>WS#SJ|ooafvX|D6J+?z&ZsBQ3uciGI5Xw9isXHEmc$_Rc3RY$d2mfwy4bX
zsv&S}^9Pd=7P|?iAsKJL)dnUau;JJXry@KSg>)f1QPCtB?hExHHw1MUXd~aS5Nn}W
zj_@y*6-ty{#UveKDH6f8s6PXksd(__;dZ+TX3JFYp85-J%{rZXThV+6b~}5(LZ%{P
ztaHSpWXmHZsX!$M5Ks~lxaGV@3;KJGwfBAMYT7B@1BUnILKpMYxxKk_d-M9;?av=>
zethHpz0Y^Hw{Lui4U-sdJ2r_&rYo5zJjjr)dI)3q{<IdzQaZD^1D3QR25_ds2<nqd
z7ea@zH=3Z~I-CLF<VFmWnOfnZCSHhCh#{?+<d8@UxOjYXfTbQkup82ZkY)Ixw!{#i
zw>EF=%J)BoJJ$~M(qc)MkM8+<{eTu@0eWvXnD!A0%0HmW#2Ok(IGx$7OZzX33DLRo
z%}xM?X_w$X^~Zf8P(H`DIw9+z=|1fQxM=|5J_Z+p<Bui8C&PiT_r#h^FDJxm8Wo1C
z7Rm|7CN(I;m@v*CviC8@xBL$FQ@ZdB-<`rJ4K{ayMnnc(?~KL>c!yo-9UYuaMVOPv
z5^>@XbOKxYxp7HmN9j){2;a7}zE*FDG8WZDfAFDo0`kPO>cMn24Ar4XwTK5Y<^Zg<
zb$c*pag3toPT*B`<oO-)u`@`G<~cd+ItU;59V^5eNTiH2OVuTW(cTL`ABVq06A+bb
zxw+nQG{S8$g5Eel<FVLDLlP{Q+Ek=sy2RmyVJ-mtQ}nQTOs2y@e@doqFl^}dM_9qA
z8Oi-h*c;$Y(z#BV9N?YfI1uUa@g9d;sl+F)+e?vnE4M!Ws`oebfR{Y=lRBH!O6n)K
zRQ(iwXX?9=yNqbSpU4#@*?rZMi<^8Q|D`pxF2B+?0Ji~!NvLy8Nbm0_SjJ@NgcT58
zV`0XBCW30D5B3OwfLIp(Z}OLh#*$*y2EqXh;!q_pViC0lZc`3io3qj0riy&e@F*2z
z#o$pRt)=3XwW14B48sutVfQ(Kn3fp^h_TdqTbqY{Is)RgHD_fF<QM8COe6rCy{4Pv
z-qdQN;PFO1`G*2Ya^#z}Kz9xpn;Uo#J7?G22VXvkW;ZZn&Ircoe?H&=8J(8|DObr4
zSn6RltQc`v^Tf3GJR~b4!w3DEz5wJ|jB$`u`s8igm+6*FlfSml<J+1OE6zF5#YSG0
z`DTbma$bQ64Rtcc0oHIV=CuX)I;jl?={bj#J-1XZkRiAFnzoAJb#e_hs!tBaXc^8P
zMJdr1tR_KZh2Ka&BKBi>UrgVPvkm;o82?Y2f9^+lvs7hfg}Ht_EQWXPaWS2UbMDCz
zar2mrL313gxj#8R)|hARjbmcO*({Nw?e<CFH2iW;24Ccsd+(&^Gre-33DV<^$FILn
zuGXnjm~{Ckj9&`+-A1PbGT<tjMa;1Hrs4(McG>n@+X%3Uz`{aSZii#I>>4KF+VV51
z^cC8SrNKC^LCe)vSl79WwAB!`k<2pbKlLX<>(j{!4h3{LuQtQRGQW%rQ?<dkQBupD
zkUa_#v}(BC3b|y_Y*Rc0^0*bxOWDCR<nlkx>@3EV>A%ZB3t3&jK$+~;Kv|q+pp*<4
z{5tKE8J+IsJdeE@UeH<0%;aGP>#{iZY6hd?{NaI{ksT%Dm1ZZSi6zBT@7av+%w3r>
zPd(0o*eY>Z6tCTriXB~d4m8e^2oQ-xeYN|C+I0#c2{Ll`sR~`i<SS;vrO6RO&K*>7
zX3;4Y`JG;4+(2wR9_J&9pZZ;HG2=?{V1BdjKOT*1-9D+c9`z%SV^#jj9eVHGQ12P*
zoX@L{%fc;xFzQe43<Juci=2o1lML72_j4hL`T2f#lM`x?sF7SaMNRZCDZ<zy^EdBO
z{Um?)p#oJeg>H|WC`o}JWbytO*#gE8`XQr7AY861ceb~;z17wVB!VN{i~xB!f&kWo
zhfxQ*2Cl$#h6JOy2gp%K{8{5PIYOM{PZcF>8lQT`zwJOA>Q}-JRwH^wU$~Lq17kZq
zDeC&g1le4hjcR?l+FV_NuC+gy)B;5S^?(~tywGqj$)Iu)dOs>3ZwIr(@Uo19n4vln
z?@sgq6Z2+TBUNn-H;)<nG3wC0;xBKxxxK;_FhQ2zQmpdAKY45z?uV2=h};iTybJh<
zm>9-P--5O@1xSi7&pbLA*F|&^7ACi6-HQ)r!%v`!+9hfI*U(Xh8(}%hBwBuo!4hx2
z<OfX0iH<M!<eK9FAot7kAtgOg;y$D7s!fby>K9BmFe*TPVEDs;rdvYvrwc@n+~2g{
z0GGHV4T<jFzZIGM>!Q!C`k!0%e~DK8j)SHcir#<qyWe|d>AnA9`j`Lw?`;0yeB(b}
z{jLA;((nBXf9ZpN;M>!m@BbHn!AzT@$8PlH>tc?75_CK_oG)NFuZF<akY{T3z3?|&
zCjG*u-)YoO$FS=+ohJR1o&W|{F57)?&b`Gl($|`~yJc@N8iV;|-qpsk>D2{u-O|)G
zkFAz%>w|lDcKL;6&dfO%*q&KeDZbd3Qm2`+mv*tOz_J9kGDl-FFuUfo9hSz!P*{(B
z72I0TM#h2WZVba@83&wfohN<D046dMW~tI#MlH#kvCx@GGhb6Y0K`hSCz&YCV{PMK
zVfZTx$x8v0tPn8x-3s`eX%H#~)K%2sdE%=Oc9_4FEQQpp4z(sJHK9jcsZpqWj^Epo
z<&}Y<{K48(03+D1u)vh)rlZjSDM}9!E=ieK${?KA<OkK8)QN&xQqSWZ`t<>axh8Y&
zbwnlhU_V2lvxR-P$hJu_w%9-rf$F!mR9G$Kghcg-g5Mt!nLsAPCXs;-^1DsI%%Knt
z_<I0B93_%3pg1v^qzfc+fK5FN4`o758AM8Ak_JQ46c52e5Q_`;jbuWIFioK^0yYsg
zGPpW`y>eHCo~n8GU@S<HuM|DqBlr=?h){Eh5n;1njXj24*&w_MlE_>U)`tNpp3yki
zBu^0%j2qP<F$aYXBcTS-0(0kq2m-~?uv7t~#S#&jfx)j^+HlH8_lJVr;Qz0ubO7Q^
z9eR+yAS51#H8c2MlP@GP#T224p1`z>49gVTz;V?(x*gm({_qIq=x9rSDA6DuI@&uM
z_+!Bggcth-?BYC<_`nEtCgQA7yE~(&)D&3Oe9tf=ps^(F2%L6{ct~t`@9A3m^R@z{
zX(U$=IY1D}<eIk^1fNenpM)?JMI{0RCZOtTDtz}z6Y!EMVR~n-36iWtO`V>=8U^Q9
zmBfW8c&v>oEo%$~58|D|86rp9Z>ZS{i-8nq68Uv{(n5nuVK5=Ek*Y6$X~D7dN|azp
z*nyY^qH~&}1yb|iWFyEFi2f3s#Pg&v69A><q+YtKH0WpSDs)>~?ltSM9yCo(P#23L
zfH!GulG|<%g-K!oBuSGI*lO8Ajg%&2wZLpZd|wcJ5(yjR$}fML|B7a&y_A+na+eTx
zITRZ{6WEMT-%ugsNhkLw&Hm(1<yFF`Ybbtv3>1dt$+6I&_oG{&_*Nn&{0UKzJA}7`
zrL?>`3{G-~m`_0&vo_g0PLH`vO}3AX(6BQ(0c4SpNp4de7w1G%i89l|<m53PYux>@
zvMsU1_Qh;VSbksF#Dgyhj)HR{X*0EX%pkIq?RsUJQ=fukd9BvMsXU!&f%4x-Nid+R
zm0wO6ZSGYrg*s#9XFjJ}L1b|^g{j=!*KiX<He?voAbvu1rM}+otSz?{Z!%wM{xPa^
zFk>ZLB$8j$I@m~t|N4y({>ru8u^)srPA|55TjQ~7YX^<BdTXtxU&}A^ki@{5cL~}~
zu?j;|ul%}W2rf-W2mKAC&FUkBxO#VGcXR;9xu5vM5&Tsj#Y*tc?>S^PgZ>0p+a=8?
zhIM{^yrWW0;Wnvs<DrM3rufAM!xS@G`4$V;xQX{3<r1Sr%-ZcoIp@8v>iD;X<10d)
zB6XU&isH`gdx>%+X6SkcA?2$>zA#+7D^q{Z>mg7&g~OJ*d%DRnF?@kl5b)U>3~C5;
z0XKSO-wbS%3B~s23yHh|<KirCz*p&Z3I9L1AO@qs>|j`l>H9AlSqPbB=s)g4{Uzrh
zNox2R=~wm1Ez!!UuZoZ_tzMp>hNfE7jpr$v>a#EtnNE+=wTdsn%17lQmv_E&(6Y@;
z@1N(2!sm*@FHupL*w^$L=>4Z>{^{{w|IyLvZ@u`#fAZh`Z-49kN&O4&^u~Yra;^8L
z|Je`!xr0B<9{VSuqWikw_!_Fc6!V``RzQiVHpj&u$h739bPM0rnJUUsZoU_%TO$d$
z@$O^~Syqy7UCS|!TpEY@rR+J(#G${JKAdR`<`+J(Rc<@tG`Vzg_K_Gyn#qt%9;J%s
zH*V!6=ZiN<@$6%|l_g%ona6u0-L-yC>5Gx4VRT4gdXV|OKj>CtLShx?NVw!zV?pM~
zp%Y;u?rMeLb}T}SsK|XWf{a+!$C^4tl+gcuNEvy51SitiS%*AN>3H-fO%VHGZV_6>
zeKx;f&xORek{=V%iHKuQjE4LIMJHF>BH25~>MxS>#)PuD1u9N~#*#}cn_q0~Y`7MG
zs?GdF&_$xzyT{|8rp^@3J`0@39EV?f0WF`CZSho0QpOi|E%p-k*<vDGb+IKuEZJ9|
z(>NDik!w19<tVXcyV_Y>*KTi#+b$W!zJY7Nsi^#S;=2T#;F`jCq`K1U)wzYb0Ds|6
z2GExa{UH7&s&w&SitI*<Xb7&~iN7m&3nGx3y4nubv?rc|i@zm0bf!SY^(a8hn2F!_
zK2Tp8>+9{vt>&YvmF<H*Ld88mVlgC53%w6Q`hD2n2u27ZIU0;=dq;r!>F5jZ;RpeA
zK6o_xqBh324eX%f5t4Z$g5Bt#HvEE<0$$i0c8|PUK*&U>&u^2g&zV1ONwC2J|L`7?
z3PQw1S?wT4Bk3OOpN12BL8uxex|6}RI9?sa`4Of%;V_7@wEV?;yLY8$4Mb%FB&J7X
zI}*Shn7FT!VFZkP*w*A-vz~V=D!A*M3I&0CNRo$$SrE|mggeftR}nSgk*}iasWzUY
z2u<S=bI9wq{cyb#bk=$;KU`jKc2|1!<<(B;uY@bDwN_V;sW%mZR}_MpU{h@~2xbS&
zzi-&@=oi0wGx@3}0y;6kTQ<Np2~ur{S7Q)QgYZz}f8Bn0r;GC-0tPbnm+jXNKilCq
zuO;5pwjSuWZ#dr4z~IucYJs<Q*Z)FS8*4Sa-VveAxO}Wl4`H7cj``)=vC75EOrGq7
zG}gF$tgCil>h%A!_x3?@B-wq~V6j*Ly}*8d-tFGi?%m!3d(%Ci7|ejXOAKZP3*2IW
zIn3;W$1k|LyJn^j-CccM-2i4uia|5N43S||At|I_1Vfe`CTZCeLzXRGm=1|yDkRf1
z9jDMAB5g~eElYMdf)TQ5%R$i*3jbbazO1b5tm>-n26lFd-aAZpW#-G5nXmHW<$J%U
zUuCPiMOu=y#k<U5HqK&CW=J;A;sAFGaflzQ>9>II7&qOjTqc?WV^z)>%(1bWsIr(X
z_+qkyRgPp6xHI*O@I&Up4?~xJM*vx^2zVp0Ga~C3<7cHJo=T&rav0q&8yTDvEl=#9
z&#Dr;oN+r)4bQ??f2?z7uN#KFpO`^^%iYzG9#=)Vv!A)L?Hmj(07Jg;I+}hD_^LU-
z<4O-9v9Z9;)pxab{g5i`WM=)|2qKAI(j7%M0)|ZP_gYO7S(tNTMWZFs*bC54Ai331
zhOgF`jmybF7_|l_H&d`xT<(Q-r`f}14Bfj>UiKH~{9w1Lx-KhC_bwAU0r)R*Q$c&a
z<5L_|YzhGz<wu5;RA{YH<r3#EP+2Ak8Q)XWUjt%ssF$9pJZ;IM@UlR@)zr7>T9O{=
ze#le75F)R->VO$>yh!D0#!xa}bkws0h(E%AEYzMHgk*><-EZ69x>Tr!)Z%tRPj3Wr
z^-*eZ8QWCz3+GKG)CI&en}*eCTtlU>H02=lR&t~hbycpCMXeF@6#yz3lK~G~A(ArM
z>_Bgdw%!1UFB8pGb53Hfr?t8Go0N;x8!7ckyi@||F4W50<kGrhq&GPyv9u2P!3IGO
z7iwoNQm?rC_C~u<Rl}%Q6DGeU*xDAVW+<7I7Z&vtY)~#jns@nyJ&_03>0#zWFJBKD
zO$3Gj)(0XBdq9m|B4h?uwR|<1{BFArut<^BP+%x#isWVfh3Uje=^{<fPHNaHeBoB%
z>oG2HQY)_Tl(#38Saw)3#oW&H)m;CTF3ygvcqNo{a~95kCwV7d^%g$K%9Wtm@$TWk
zN1Bg_{7c}PQwyO$f$J367wrOj6M*7UsX+m7rQ3@F7J2;7vOJTDMQ&6P8UTu#Bu!<i
zB*{9cl{6VxSrQ)&xW#yTAt1sTI3<L4oQRFEUF-TC?_2P5^Dc$3i0X<pRQSzI!zZvu
zoJ9R9EkC^mEUOMwySlnP6fmN+6AGMkWb5`|z9j%wG#3;;A=(f7&AN&Y0SI+?L+uJP
ztlmEKU1($zQ1IwB=y%9O3_c^Jcf2><bBb7#-t+*u9(n?5m$;&ubw6>Zurdp%@S7pJ
z9(HqGv`6wHi@-Aq0|nS;sjWhDB?o9!1_NS&A{KnOD51-00bSIIvC3q+Bw^qa9l8%k
zMfi?E8b}o<B59oQy8;sb9ANTcyml7A$ruXls;0!DBphuh@<u&?T91V(i}84+Bj(|3
zD8go7;iKUoSYEQMiv?5W2<iv|>hW+^ASk_kkr8m&cL8^QFI0UNfkj}bQg0&N?8>Wc
z4@WD!7-5_Ivs!@~3Ig4}2hpOTZ25P@W0njp6HGl*Cgi#%hvXBn#tA1zIDWN3yhB8}
z1=2x@wo|S_#=e)RNKp|dTfsJo$8I--K_Yr6<*iY#tc$8V;|wJ%v+=v{BE*f*8?%@u
zI*_;o=hWINjnYMWgD#49_2Rk^+KVN0H87tVb$Vlk)N3)qRJDuXM8H2$6Z8q*531ih
zMH_+3IAsoLoU9L$seAXV^P62rpF>jCQgb{0Ahx_|+aKAVs{NDR3#L_?*uG_-UdG-_
zrS!MC3CcX?Te~cI5I48>Rs|x1wI?2O4p+TTqNjyVKl^mQFhAO8lWk7FnzE`<JP(TF
zVaoG-p1gECizjx~>a;gO*YXjeblF`LU!>V7pV8lJ&1)F?GJ+2$$(HeOO&NHnP<`sh
zBA5Q9;X*UAu!{?_(A6s4Nm^AMjSi~m1YYR35lsU@W$I;2%rZ<{B(lf$dp3irh9ZBo
ze1f$2yhAcK!!!R3FE}$SIWv?FoIikMsS>lpO2pEcD5r|+tJ;Cs$4_#Uwch>SBNOLG
zCe9Dh#Ch=Wt>*&of4}$NUOuz_(Z|2?<>!C!()YUm@O!`UyT9=RSAX}?|Mzcx`)|Hd
zx$qBJuHAnRi+%DW_=snsdGl67hVO}hm=YKlFu+ZoUzt(Y|CKsTed1%HgWm#R!^}-Y
z<sra@nbq~xt(}=2gm4PGHwn*WrrwBpWyBXl42x#KwCYu(7De<CX9fC9t!t<L*ae3q
z9Q5awPiI8iJnckF>MJeHX(wQkyvRCj93?JzbElnnKzY<wr=2K4`AWucLCV$@f08A&
zChc@;B-kivh?B0ZqK=H?r*e(?G)_uqb(%4i5@1VYudGuN2FuFH@U#=2YGkd|X(zZ6
zZyZi1V69HWtQbK{l|+oE-?C_pr{t2v@@l$d?uz^~F{PIz$C|H19T_?(?84~mUqA^a
zDHqm+<z;A8rI@5YNzIs~sP!5N^;pi<#9LPC<lLGvNqszZS%SmKXwDKO(`9NjC0aJ|
z3Fy<ZD;Q0+mQ9l<s*$y9l6)Rj+v(D2SBPmzVA#PbK8oebA4|17h;h}hdQlK~l8z2i
zEq@xvu+sv?2xn4yUoQ|4*n96$Y{Y5)x~#t~>2CmPQyJ&=w^?eq8(>dX8vDB-!jyc(
zPD2-5E<KJFmo8|i8l{+(L^8u?$t+3uJNb;(uNVVQf)AY&*E{NH4#oCCby{FVQLvEd
zxEN~!BqH7%Fb@`tRM#<|a+3ELHbjz)9pX7AP9ng;oFg*BOiPmQNm?pi)3l_-%aAKm
zY_O0kJ1MY+XB5lJ&}^}U56#M|#-SPIw8%q2f&hfQ^^L8Y8*8gO8|%Z$4@<w%9+o3x
zRC#cORyK`}vfxTfHZ-%DS%!6(qyu^6u1bbWOry<BfYcZo&|<lhI?()Og%<Sm=gn>H
z-MokK3@f6G<Ipgi*2bfQnOhy``OgRtVv}MacRV;(x02<l14Jx${I)cjmcv@^sAx`l
zE`PP$(fZOU8aQH;pcZ?peK?koI-S)X0Lk&>@6fxdnRjn|sWO5insM<$*BU42h1VA@
znSsjmZ44DC61+_Z7a0MD44Xa4=FzERF`F;oF-+jkWAC<D_N(*Ng~f#xp1PbjIz;5?
z)Qe_YUu$>kUEKP#d+lx{F|uaM=g-y8*XF9rOpJRv4-Q&JJTfLXl@&xxXG($f(&_3;
zW-oB&T&?8HDSx>W(w!4Bnx56-?1pBwFSA)JD4Cg5Tl3`6-NJ;kMNDPq0C)2C{tALC
zZ~7g*`_eRvFpx<~-t*h_R93qPzco^AIS8g?5ts*)tkWd;1#uP|Xy-NDS&UTWaC)z~
zYs6syW;`R+nTMjZ(BXEPo@Y}<WG0o&^NCiC(U=TEr*s|L!Dv0@q7c6ZpgO5H%1KHN
zF2DB2>I8DA2Am)2)zeC4^V{sXVwkP*JA`Qs>*BdZ?;9b&`n(<NZ=1~$J@z*0_xx_%
z`@xF$Eudj5zREB~4cnD(`**^s5s7db;TV8SU%4FggKlhytO}hniK}P)=ZFAnE5UXc
zSBbO~lwf5HD+~Gc7;Pcs*Q3ayzS3eVzLK4?%0PC?=oHFJcFOoGzaCST%4DX@);m*E
z>yE3MeF^#Ij+E|F@Ng5<-w!82GsB?y$|UGp=FV?#?Cv(;8xHGDG@sD;Rj37Rts-#E
zm66C}Pv*>C@d&(;%%+uI4b)*}S`C7BDUP5(R?()#Y>lk00sTnUkFb^{+ectjLY>eO
zrme7!1^#0ls)^Ef`ee%7g9o56izMq?FY3VO9@dsrvAir0K^kB&3`5GmukFV+v2=A6
zK=lcWT?7}vWps_=Vuan24{!e-MR#ChUBY9Jyt{rArj`KnX;aXFsMqb+dIHE2p}}E^
zjDM-(neCv~M-vWahzV4oZpl47?V^Wa;Vk1ffa`Wh*AciArxvJS6*K^ZUI|zu^2qml
zJ->D*Dn)&;4jXWqs@KEqO6enE0DW&i^x9}K-5rTbdh}HX2FAj^wGTgfgib)JRL-Ij
zaO&6Z!iZgzKo6IMU1<fohKp#rv@)$=nz|U9$O7(w2k@e94c*AVVxP@R%|MzwX&Lvy
z>fJc9h%`>d3o1YHOzYUYq%8jCh9f0QvE_WM#j@by6gN0yJwQL{o>Cq4Y5!q<w4K=i
zLq|A^opNmIN2kuiKlQ6qFWE^C_&1yCCBhdTE#H_|^*&kN#RAtZ_xvgw!JRJe3Y6S(
z)G^Qi#^jUv$Zx*Lh}>8aAH(v+1dKOGA9`g3M6nyd>PD`>@kbBI0MHAv9-VqM&Y54}
znC2H;3t~!G&f}YyMKi*2GR>3a_0{d|jhj2$24@fRD>IUa&na{m;Nr=f!5+YiX>Mk5
zDQ$H_EMT+_DK=k<pHyhV#=K^1tzQ{TO>B&xv(hn1D7sG@DaKKxB#XDfmdbd7l;M>R
zgZNCQ5>j7KmHyEFurw!L%aZ{ACO@#C&h037dl9w@+^%QDT_rz!uY7$%{Bi)$r`E9i
zV*3NX7~uLz6J4_k7LBQ6S8&zQ!<(s}h-~^->6`sV?atbMP`iUn&?_M$z9ch=sUU+!
zyzYujPv{lXs8&w_>2yxCv4`rn@5ttuk#{w_PXP7=NJZ&1WS~`~(@b<k&qbPm8C_LS
zdD4~Z84)K&Mw*7RqUaln!%8OAR^K>JH0k`Q;`$FWR;mK@Xustnb`;VcOAOcPOFAuM
zTGAvR@)vgthzahir^QQt>7W<T`>)StPm0HhM{+vAot)i<Lo*%lK{hcR7_0ONe&<yS
zp0_4~)rEP+czV;3gj?Qr*lr<g8jd!5HM<)|{LR5q`8_^{7nFz1ctzoIM}eJai1e$$
z+4yfhUj<`FpbHA#^{*V$!EriawERx`%S6a)>8V5K3N;sqH&2i;5!^JV<G$d0@?e4`
zwrpwf;-N?Nk-xzse}jkUZ{U<{nh(U?ke(sD|KWRo^Jl&{^{w*CKmNscfA!~nq55b3
z>d#LfIr#TF&p-Wl|NS5TbN|=tT7I2hCSmh`SZF-5@GoHDucYA+_L-WBpZ+GIp9ZEq
zyX%xV=t>|k)?rI{zuXO=qQVL5g10zm=$=#gIB2w<vtWkSl8liiptvM5>AFiw6=vyU
zs4$7f7+OrtLafZxk0z(nB$BpTlb%gTvq_}JRBmb)3@yxV#|-V1;rDy{VOQr)T&E1W
zwG_HUIXwV~KZ%QgK@XNmP}ROIwmXjdqKQT-`ElGl4Z5h%wcnsC)3yL>q1;u!X`ty7
zkp3KI7gwzCc<V^!j<i{4t7u}4B2>Tk-bw|w(Sp+-|8enisR9=ru&sVBR?eG0=PPit
zic>MS#Xrf&+RVKS(wOKt_cCw+&zV0Llc|7SCN?R)Fs=`9Sx9;7L4=DFgr%lg)7xkh
ztei~6JJul_51DJ%?>Bo&Kt)h;B4rp=yRDP;4Xdf47cAn&4@S#M$)&GJr9nVe2BDqL
z%0T+9taPdKa^xUQo8z%FKU8a0R#PJ{ZC_m$<jQ&+5fnIf?Kx!zuHvUl`|w3=9ZqL1
zF(kqTZ!wOME33ERwY_&ej51_`l80EiQx<8RE3le{X7Yk0doyeXt8J)%Bsh^`@uN0E
zX9xA2K0u8k^=un&Djork@MAz~5~rN9iMZr78ef(35^jOFa4Q9XgGlm6xSX^qLL+)X
zhEVpPUiS>WI=&kUby*5_*OzhORPVPsI2a2o7J>Bxh({S!U9<tYlH}`DfUciAO|Pte
z^!DKK0JsHyP;0gLtB<&IDq9bL+<--*o*AS{?+B@N;h!ILYt$4J(+~S?AlMKHcH*h@
z@+za;ZsUG{&d4O(Z#TZv$334xRv-fP{8mSGByJT&&~WimpOr&c>vW9HWz9HsAx%@|
zs1HnH&$YjjT6iL|AC;AJM!nI+5Q!+$l%T^*E6qGTldc-UeV~bj^`IQ}>WvUcrI<Kb
z%974)hB}<GcwVfcwtw?15x<~uUQRRLQY%%ztH$$ql8^;S1um;)1-KNpw0Bs^bW-c9
z9>&^N>B4cYvaC}0WmZ3hDp-Aw)xJ~+mV*@pwN`0T$Eto95wj@|dyz;5DYUf+doLVE
zuu|Bm0w_zUPjwbJqA0p9QILHA>7uvh4BjUyhgC+2n5%O<+)YcRv8sa>JL=gXlaUoz
zU4$d|v{v6^EuLrT=&lp#bWztzT-Xk<I+se=lATP|;(bXMf}WSkr3*Qw%E>e-=9a3J
zvSFi2mn<ZBZLtKa2T-$S3mx_7B9{DFHDs}RP>&}DT_wg+s2->VM*Xrxk$yt8rxKyY
zQ{M(fuPpjXR)`=9Dqp(vj5O}F3aASld&Eg$OT9QCm2<O7EEDs74yEp!L=H2%B}SJv
zuCHCW9e3kxY+=0e`oLoho0+0|l5*2%rhB(ZSt4;zzHOPFZ6JFGrd9c^i=^M1vIU4E
z6vrwdXjsMPDEdo%ebqFj$7A5XR}nNe&TyRi7HH%ue>RM@DoXhkX1ppk`k(yX7sIWm
z^Lt%n&@!A{CPQx`&MuQ?B>`)n1?-V!w4UPpvSrHLIJ7M%nB39eGkJD7!(5*T$J+5k
zy$zG38au~qPnK6RqSFH;JsJ7^OgYW4S;GiUGkm#6*VIqomf#5AYyl!%E&AAqpTl+#
z9wdv)JlRj_D?dlUY~P2e0gE8ITplg-6E{4M4@+iqcvTs~I%mrnnToTg{AKRbolmlO
z&SrH8hdjzJx1(~e+iEvOkgoai+(I>2s8!D^j)x@cb}_lruv}~44A^ba$(TeVHnNCK
z2%g_QfUc`mS;K)Bx`N8;_3f*gRL&|hXuRqmkGi0%Dq6`<O3n<V&xot~g6?7L*&^!Z
z^1@to(cj(GZe5D49K>W!?(O5jeH`O;AP0V|@A?MP+4ePMn1)&GbN6j*Hh{E?0A;XA
zYkBW>`c;6wUhK%<m0H+(e;T35u#R{zMd~yU{5!t)ZWj+OB0L$6kd+2B8yuYM=}rGW
z5P_RG&Q!bMoq#K`{?0ly#2>YRS6kl#aI-+zow0<^q9A|Lo>tFs^VmEmQI|4FTK4O&
zNu{qx;wvo0g*Hg(JyqrZi8E2)JYSKU@(To;9Nvq_QXBViz$(5gu%M?)P_4pd9Rb&X
zWrp4%sE8&qg#8|DtpOIXF95H}etN&bvC>MC%Cv;|hF1kpx}};6eS}xdBYZSiw70#F
zu3!BDk?R)v5cRWV!_#yT;t5asUBFUnL56f`0ps2OI4_|lHdO3~W}qQ;4)&+_kbCH8
z)a51fai~}BD~_1m*IZMT=zB4JCi&N5%a4yty}(}|@?YjZVK_A|4@VV&=M(R-2wN=8
z=(tlUA9FBeST>U#)Dci2=bQMWb3Q@uPrnN)bc?MY8{gtW;u~jqG09MJ)-7$wNjOF`
zwWxfGKe+)%{Z1#1jRC1j%lM$5GqV$wsiI74Cj&MOJSA`GuHE>cqD{O8U}j%H<N-cG
z&WJmQsIsrBe$h<35@EJonAeG~n~C^N_Zv;9janVQr!(m`JhCWzWKs4IEy_}MiF&^D
z{^Nh}jrSk_=0AI<{tJKYE6@I)fAH*I`p3bq|I8o!#54cv|9$$;Upn&f-_U~V{Bl^#
zz$U@RAvB9peg25E0!D6X2`c^lHDSi_F@n8F%Lb1=xbA`p#C6NcOe7^X2&YR{L6HT;
zLEv<04Oh*3VfP?5*Fmzi=RRH9K4^!XsDXP^<CAsXI9*y#*kY(+qaQ!yWs_06{5r~^
zB!$%IN0rm1YmFK?uqL|4lV(yXseBpN?mAuDO08P9QleGX5%hG4uBN5;u%_T4EY<{0
zy@Li-f`g)`+tZ~>{YJB1CS8NUBAX$d#;z2hXUf~y@74m*6-t!M?M%wJfFTRMQ4W3b
zUvuZeTb^`+W^TO+%9nj$TSPZws$qzo6h;legdceO@ZchX88>6aPy1BWWwLluoBWt#
z`)w1$A?!)i@xa5L8)^|@17j95O`$wb8$(?aVPy>z!z&Sw9^%9p^8gN%F}V%IN`hB)
zc~b?w;vsSzE8{|($^PpoB-Li}Vp(R#Rp+h12-8F{pD6T`srQpdHgXR4;kqt&vyEz_
z3HNl;e8il97*r4N>4y7VOGZpm(8yHT%|M2NvfJn4Q|R1GK5vkR{XoBXo~tk)xXtqN
z^;#DZ?2X=M1W$RDUXduCp0t~@`_uSM`WQnosygVs_h?awyTd48e3g11#8(rh9m*(1
zrsEnrjLzT%Aq9@Qz~+)J`9aQPZLVH&_0TP)BZBQz(AcwxaE<2QEFvI=Baj*~vykii
za6+4n_Rh|?lI;RGZL<$UBJ<Tj<N1tcXGSD9+>Wb4Vzg7{s5SLYni4^DYs%J%4}Zoh
z>S`1{OBCbkjB-IU5>{hzdDn=NPRSJ8^+3!oWlaBAAEj{|QCQpBGP8YvoA?`SJQvp>
z?dam(VQSZ)N9_B1dZkgSOR|?GsvGwKJ^@d5*nTF(Tup^BL01!~dd!t^CR%*USIsV#
z9L9>4IPU{}P2*~eE;7FIn;GZJ*{^tS-w-x;s)MXoS2T*c(^%QnLcz7?8X2V){k+(3
ze1Goi=*&B<wK2&URvTlJnux*11iAQN+`d7B92lkfAu-(}N7f%acdK*l#<-lij5DrI
zgs1^lIw69%N>k0wZ|ITIliG5`w8nTaRL7Rf&y)>D_U(mIGO><(YAVOI@Ceo%>WYJI
zI36cBmbkv>YRzsLxbc;x@<MH8ZXuZ8Wvv`@o`)wclWwxWIi@md)Op-rn4#f)l+K2u
zcJ7SfWQXU_j5AU9rB$q3qyn6G_=RSHp~yi@Gb_Ka6+kA-k8A-DxG=-Kz_JCH6UP~G
zpRQv@(}7k1o<U0iFAu`G+y3At;M6(+LgdP^IC6>nEr0lJ($oF$+Z2VmT?g<X1ww}N
z3LT+wj`iS|+J~cwh*^fyb_qeuI!*t8uJ&s{fb(m(Hv-HWqI2&DjV{RTAt?8LqXsH%
z88rEa->wiUUP;$PeikB{H~cxU)ocL%jcOVwNC$Snz*VCFek2rU8SXv;&`mH1@HuhJ
zkG$=TYa44j-Ul~Vx2{}Wg97RL`qiDQH?Eh?pv`Bgas!l3x_fb?Y+~E*dGfF?A^)f&
zOF28Th~YwkH&DGahtITt+hCX$ST8tc8qUNipEFYdwgh;9m;c;z!~W_UW9BK>jj^Ws
z=uY?1o$f=t)6HD-^#;ZJqkpmR{&)Y~U;2Ok$->jWbLyvl>CfN&-4{<)KmOpq_x{z7
z{p8tCe&j7JzRoZ4u4jaxo{HjOq4DVcw7~tT8oNW-XKFn>_UmKa>`J|T`u*-$x4VUR
zkSSNb*ya`8P{s;O)-Q^`BX2WP=#8}bOrbT#mNbRp$Q#uZdU?06k1n$x-evYfy*Pg0
zSGx8c+N3W-q`j=;-jQz~oVQFoh2*>oVOp7YOrNuxjQlaSSc}_B@g2z@4J(zBai1{>
zY7@EAm@Fgty*bl6$$ha=TyZ`ykdC{J{2q+y{JO3;@_XVAp=;c5Opa!J$??s?*D!;<
z>b&Q8V1y?jub-*g4pw$NtUC&>FOQ?AL-p@GrVc*jT1L87_+q=a*Db>*uD9PJKfhT7
za9gScE3;Lf-6?Zq(M+)h?>X`c*n=%oGu(q87!j9{((IuyrE#%e2WD7>jG2(Va!qH4
z5f}LrXvzh+$VKtBO~1Eax!!M8gDwsqFvc?~AEnkj1iisZx59f+gL4OrQgL3Q>G`hv
z2+l&Duj*5vuk#a?v{_hB2~eJLHSD+R?5)SbGxa1(&t8i?fV6ISbOJ1TS+aSAy|9><
z<H`nC^~|L+wX+^9h~|Lh)@}q%?{XtTOS;qa@I2x|&Chx_n!%p;0WL8RP-fa&ZP&ZO
zJ?~o343M#XCsdT)G_!f{!lQVv0?$+`bg^-#QQ2*<ujy0Cs#N(W0qrD_KlQ-Lz)*=;
zPDX^MCn>BGHLnDXnesO);R`O-<Wqv=R$q_PHLQH9DU<~GJk?&BIt^De{<wTx6?6;U
zd>B9sP6S+3{5|imBF-$I5%6goUY=KTkQYx`d`a`iZw|h<@l5rmxIlAcNxs@|mPDW-
zy04NmV%XpaK?sGk+Kj?D*wLGrbE2rQlvZIyz0GgJDYxDya5}nUy9Xp4`WuC<pyb!(
z{TgoP;`2TNN3|NbNh3@-Rg&BPWokY|xd|5lF_%w!a^j@hIn10qo_J~az0uSAB&Wr^
zlTEG#fSCr%nrZ#))BVEy6uK;9mX9KA&<hA2^l(2s9~f~6Ch8K&s1wJ03ZF?ad}y|N
zTzJkNamVnH*KCya7$z)?GA6xafb76WJbT9IA@1?162U!HVJ+Nm$v{CO1tlq%NBq(G
zbr4=;IWqNhoFl(bF|EhxiX8+@FW;%D<2$(PKFl#UVr)g#c=Uw$ypc6&Qmc5~|Keaq
zN+!rS&T{-lw*y=N{;6tkTp4r9v8iXLo}2nIWaMl7=pp^(;hd=Wb4Vp4Rt|~hQAnKl
zgKy6o?PDIKpE+{q2O^XH<=6_PXD&r87@UiJn|w9IK;s`XOpZ~NjDsVyig!n3b%xtA
zL*h^Y3Uq@H3Q%P0_@fygh>l~IIvp2^8?Q<w+i^sO3KDg3loBee>oO=gzYgA|!@Q-v
z7hoS@cwbYjrdAL?(4-#Sr9Zk$e~5SKj#pkTIrNIM%zNMd3;#{?tyliLfA)Lt{AWM$
z%fEK{_kZXAc=tEI`}cn7uiyIVe|_}7UjO+GExpb!hvgc45_}xOYhl&rk2ouE$*&~)
zRLPFFK^H%RXVlW&q!+cg9unHI0kC{Zl7RUoJEQ?6B@geV808;cpW`bNO2DHZ^eNuF
zy2H-}jyHScC|yR0(0*-4;o<6tQdKzbLThcf_(<Q~5}9KPS4pl4EjJVtrF|SbJBBY7
z^-R%oKkDB@xD&$XkKL?_5>d*7Qsi(|cPIc#us7AQ0x)8ZL-z=Z051+0Jg5plL=#k0
zTp!?MPN*PqXawNQmRBcG!W%FM1~5cJkO&lk=5eG55x+tFma!p3c!$JqfO;<)4_2U|
zo=^Nn^oYc7z(ps1FIAQjzY#wo@f#J)B_GV=fh+a}a+y0j{M4Jek_<7y6AAQ|NHt|g
z&oM|M@H5UCi4Ytjv*BaC)9nX%hRY>bP^(u;_|mC*Oy#Lv(M^EY0Rjy`_mRI#x+a{L
z<3Qff1VMx2iKGw^@OI6z7OQH(4oAL-OO%`1!_x4rMEbskqL0`$-5Q?D38b#vlktE)
zl0o|R{(G~)>|B6<vWWRGs|F5{#VOdh_`Lrf!br>$uBXVd2yhEQW?F<k=yV$`&wCdG
zx>&+va#%EA+|MHb#aWR%$%ohWdy$;NEAxUZATLyTqc|kbRa&(Ijnhn0OTgwil_YtS
zIt95@s0PkK5=9>ES;<lXA(3_2eFnJ^q16$8okF&dJ7zfwdOaA`M`$>aBNtpj)oP{S
z?_I$cS1P<Y^VBI-xFovo!uMM;t?O~{DDx}XCZ3eXKLf=J1_n?4@l=|UA*oT#&ZN|!
z#4I75i`yin*u*27BQYWIEsSv!q^_Y*LPFick$_#4MfGNg5Ags#%i^z&1wssvQb~vX
z5P~eCe%!)&nvya8VkpelT8_U3(7r~2U@wU~lTr%KI>^N<G_WJ^I}ggbTUB2&BWI9$
zDnVVolGK-W1Po*woC9J-5t1D}B6`D!w87*(QU*Z-hEjFqD4sU)xX0*n6CA=Z8OW{V
z2ttH_VWA#g1(1W^24tjo`a#eRa1++}B&c5x?omgs2i*pRLKVrI2nf^wbf@3iLDE{&
zk0MoYTll~<F{SDPD3N>x1qnG(h_BOn6@aQhZUiJ3)1DC<LwCdb?_puW`zxj>e3i=@
zAT_mGMrReX**yLH+SllnT~PJONE&fA`bK-#MV*t0n!z<VKh4jG;iK~6yIeP?J(<~v
zwSg=HnR%j?nUhRY=H;013cVC^EOXBoLZK*{IXJIqZK6n5s>IUg%seZ<<Lb~G|NIWs
z>7)z;t%;DEh=taKImz!Kp3zTk8?76;t%<Tp<Nj5EiYT2ye%I~{vMwvF%}Ma9&7Tyv
z6C@hjY2BPCr=~;tgQGkVx&2I;Y9;UcNHh7w)Cto=@HugADAS4IJW&4UXJ_YG7de7?
zmvQZ<?=x5#IyLotd?^SMsfF^nVD=nWrY`{HT?Goo<zAq2bSMFvbI=}@=YzQgF32sM
z%4iAaO*if09GN_Frc8b~Q_5dvH=WybCNugklckd(4w52f6x{_0tCa!nUeI{}6ad{o
zIaoOtSh?JJXq;|v&X>Q@Z$c~P-H1AVvkq&X`8l%Y;n8{%$qhimtK@fKpwi!kNySAV
zne~FOQV-Z#Cx1?^`a-%6YeqM2rrHdvGc6yrb!Rlt9g|Rh=dVdTHi6WR8L!bnqv&kt
z-RNLjE51b{iUGW`yL4t`3y+^ncsh5;w1_;d**XL}Vu^xADv6lt#T$_f>2=Y=sT2|W
zB!WA9rlb8v2SF00vf*8B;JthID$2B{5_b0}%F+yl41J&3ctQeaspfdqTCh8NzCOD!
zTU%TTs>|o+sw=gc@2~96o|~`Lef_HOz1`Cac#HYs{&~xKUJ;QvFCFv($$w=Vp=h<O
zVI@~?aaimci09M!iUG^MKDWf2y<!*IXv4`JL&F)~NXsx#{{X40IPRDXe#s`q8Kg@F
z*Z88HZ3}3Hi~&FOvYiTGGy-zt()uq?gTA@mV#E<)i^hG00=v!$J93&Ojh~f@czS<%
z>GslMIgIX?jSTvQ7<}9R^i-HIUmv$i)qt&h^~VsktQ&^CpP0c2$gNneF;E1!`(L`U
zoiRvSJcfJ`1_Q{GzNows#{#6~6$fH0u=QEY3i6W~g(kRP3nY>pl|_W%@<KhBRV9Z+
zp;5Vt{^9=l=@H%s42T|+dRU_uh~Jp~UaLv(OBV`+Ac_|Z<Nb&qV)m`0{2j$Rvve&v
z_T$yYM6)C1fn&23_{shG1Yk#cJ=he|?XAEA;uQ7wd6_}P{vl+b>hcON)11?pg&5Q8
zJ?DI5-N#Y~6%!yLy>|&;<YJwkVCD=OA}S2$RDYj<rU$wt^-El0C4;f31#X6$ktqN2
zmS`Mp3fp2imLsPuD36>^EW;`gBQR268A^RJPz>v>2lX#unXYbKeLE@%OcK3(``$h1
z{sG4l_)(*I04k`JLa|6d6l`~VC`N&}h+RdyR|05C3y>xtb^ruk+;xPQ_}hC51_i4+
zpka3Vuo=bu1?f`(RZIXb?K<v3u+IqUrCt~|BUrPFW~iot2ZV0vHW1SV>dphY6@hsj
z_6F4hiuvC5uJrfzgXnEZ3BBi`(ppfeQWzQF<K89Cp$2N~He?}OIU*9wR&db6pKs75
z25%o8-+_9MM`oeAvb5lzUzwd>nGfdu>Qc2{TUyzzo|{{&o?of&>dgb$In(DEDqWES
zv_(B79|QHuPN=9r(LtTFd?h_gMYeD28=Ut{j=Vy($OT><C}5NPQfiI_AttDs{%?&i
z7tx#RUKf;*5@fjbUh<sqd9Uw5EX>Qv$vJCbP7Z(?ZSMOQuWTpNT@$C4kd!a5k`tfw
zWjSlv%{=U-)R^{|oAr|;h;aS|&e3CPVozC0KTM9+ST%7Ii>{<x?xjw*354K<$~^v?
zEmvoQrP}NgyLDx!>TYLZCpx(HXf^|Q2|bR(I3363hehHUx?bsq%?jO*$c!pSzM9g?
zf6=B(VWi0d0oxtTWxgtMkb079+YY`{kh-&|rXj!Zwsx>L^Fr6XD3?_<{-SY|wyNQu
z!U~q$b<|+RK0I*ZIZ5`l^eMr9UYX^VVCAlm_LOgs%%F8ICt;bZjFC?wr)rP#IikGu
zOg|+#5g!V2#eyQAnE$@R3Ig0$?)R&-?V8csC?!o9UO#W=C~hI&y~aXHJ~wcBX(9CE
zo|oK={d!_EW^Af>V?+BOek)8m*Z^Hd5;ofX7WP#FOdr>DJ%s#=4S(KbL1Rt~v3|28
zue}h$9YOXKxfW2&y<Q(-0~+w#v55yrgJ)4S4DWba-+~MHu-)>z)OhOGMmR%8SkX+U
z*4eMn$-(2=#WoHsA-n~g(0XLNrMm_D#49rF-}|(;3t?JP$Ig##JVm9nt*kW=(lG+V
z`%njnr>d9G@E|B<u~fx|qT@qB70o~^rQYmHr@rgq9rW5EHh*1MoL#~W7~q2O%P;n!
znt#oq608?g|4!>BHlmhF<Eg83ANFL@iH=iNkjBYcVjXYxShE#Z7T2VneA<7w<=Uiu
zfT1It#ZGx#xgGKHVy8c--|!X?pM<-`^X1(Dg5E7xVG4C;KcqOF6Jmg8aMKY<=*BU<
zWjZ2((PLOT@j*`IhopGYeG2nXWtbUBhXzrbpv?HER7B_JILOk;LUaW(KgP4UAg?p)
zn+oL950hEMuMz&y^1^iC-aFs|q3J&IczERT@DM#72KQQ8{JobS-~N>^yz_H&zx&H`
zZ*717z3=?qKm9wuzS4Q}fBf6Ockp*Nf42SqYMFI@nS_7AVWIKJo1lO<fs%$p*k@`2
zKK|FFfoSZ;pj;Ge_Xpm;4mdohQ=_p(l6J@|C0J8lzp=A%!CMd8Z(~P`n>?r>p=IoM
z>e#(`l^JvLXGa9>7(nsP_@VYrNb^i^9(D#C0dnmB)9n8B{?Ty`7%+5qZ7B!5BA}kc
zR#;k2A_x?jTVH_P8Ll}!gigXe7tZ2|-?)G<e=iIBcAZ_Cuj`-Ex?TU2#_#&4w2fCk
zm&L_KOqy-$b@Eb$OqBJ{MPV4Pe?n<srb^Nn`}J<vp$$GvvP0aIBR}qm5hvYSyGrdu
z4n>0Ot%c>G`AAydn@^So^1!OwA|!b+OOaQA?VRBy@wyA0*vR;h{4QV^I_A-hXe5ts
z^dzQzNX~IFQzISdsQ5!X)RmkL8A*4Hbc5(YljwX#(Kwb$RTdqf$<>N(*$#x146{UL
z`&HXsoce9RW}F_f-8g-ZZO7>seLiYe!}~#fr%$JBvW^|JU>6T5LCsPXoSp}s@pPA(
zU}zy^HBJ*|(`y5kz8>ClVQGvnOVgUR;Sqs6i=2m?HsVb2iANGzWJ1evo_Y{;0Oe1O
z10mcm$UJj!5D}Hpb*MJ4FSAv>u&Xy5IJ_koVX<3<n5ZE6NQbdYVCZpzE><*{xzqxh
z&g3Uq!Qk0avH>%Gv%2%px*GK*J5u|reBR8E-#7K~ViN+b4iq@XZ7<B==2xIb&rnY1
z#+r0fF^rGLrG%H>+WUV!Zwuq1lVc(`W?xFjfG0<&tK3+V=~OL4<Mq6qltR&EW1Jgd
zGK;2x0y!Cav1M^?bLC<DnMTDAgy^{P_?a>#PHOB(_w`^+iQ^TG>JpbFtQLbQahwXv
zqx0ne7E3(8ur`l0cu%0{k+@jat?HCk>`{HE@PGQB`ea_Ya?ec41UaK^njf{6!+Pf&
zxp9`yFD}<Ok^g2g&6!gEa+^l7Q%-L{)&Mx!<srb$WUF@<V~vv^nmbotsV~%b+0-mM
zRX34|oy1j3tI=!R4QPx@kP}W}l$@8>)Gh30*!JtNX3_Z-v3xZSAp=Olo<A~icj*_B
zG%Ks*xU731AKO_pUa{zt_3tQk45RbBRnO+fez#yVGDy5^Q}=88i1(bh3D1x>W@HGN
z7wua5z2dFNBx3g>3F;(9!>03+)e=fC-jr-A&)IeKiVk=>g;y=w+vMyyN=FSPWWPJ)
z;aXIzvT3mJslNi^3*Q}++Aw1Xft+$P#MTSIs?mN8m(J0h#sS<mW>?_0F~_bznZ^=t
zI|#hnZC<QJK?UFm_bNfXU-A3w*umTjw#jw^H*NGu7(5)u!mXYf#u3_NLP4)mj)ZxI
zVRT`bVi*P*PhzU)&sVe5odff|EcNv~Wim`Giq`oRz3_Og02;3YT(k=lQ3HuWwFj{T
zjUankX?GX)%wazwn^n2ur4!QTpY*P9FJWQiwNXRJjkKx_nJTkH-cB>$TYCbumm@pf
zp4f)I&*^hY=ER(__GHh3-0|pk-SPUF{KC(lDX(8y{dnW{hZ`GPtJki6ykX_zpDgpw
zly`gGASmBO2uhg0e1hGN_&iZ=!2zFNb}lvQU*_(WTD8%GjSLH3nIyOqRR*@Hsv<6@
zFTt7ZH?6r_yW1#lELdJE60fD@yb07myFJFSKqeiTnpSy^3nPqWpufH~b$;rMU2@Fd
z+|Xm9gHnibrsoFwZ(o(*90pWu3a#9ag;@o1OUPIB|1k|9nPO?dXRTb86VLPl-09$M
ztE{ZjP{UC@s}Psmrm0h~U}{ICL4-Y%wBZmd0u~E(7F3PWCDiZKKb-M+4=@<z?~oM6
z+kPr_d=rj~83?gV;92$7eRO^G=C^KNTfMcNTIYjJ;P>NkYLTky1bv?YOpyA`OrM~6
z@0vg8UpDX-JXoI7sWYb&6lZp496)=0ir9cCjfVDmiWKtYP$KDK5SVk>HvKE!kEQ2%
zIR^VE*CY%|nW#&N7sjON68}Wc-`fl7>C{c+SdbA-PBCg40D?`Yns_xuHun6WDs=Oo
zH{am0#0^R(N=3~NlQ~um+BKT-tap{5_cGp9lhnifKEO6r&Z?A`#J;7n)Ah-mAgHW0
z!>HfoMfgQ4^&^2hrkH<LZ)+rwk}mbE-p^PG&&3H`q1_Rm=U1OaQmka@VrLi%rf1?c
zE<Hz{S6yK<3wchbl=I~p7)su|i`N{fF2li-Vr_T_uZ=2xN<2tL=FpTMSr<OCE_{gA
zh4CvyYlu|I@@(p@{}=ys^{3wbvA_2}{p_tj{_&;f{%YgbxBi{KSl$1Pm$v@$Ta~~4
z-d!!U&M$|>G;k7p970n$)#r~mD`5DjB>U8i9g&!f+OGR80~y$hRX3%Nv2SREZEXXn
zZbM4fEbwAs8>k+ZFT=l>O0aEUX|>-2Oot}o<<#Gm=zL_t9ZNeN%Y&-47IqHcrM%x$
z6%aVHqXw;FEM2iMjq|A3N|%6P41`vVVVtKB+b*t=Zwz#4+ykUEC~aFn#<YDBH$>_B
zGBD9-*2|>em86u(;<|x#jDAnCrYoYDE0s3xV>?~mhCg{N5F-lc=7f1DRb+qkdan&|
z%pB(84|gP-8)0U7D`{p4Bg&-tqGjA@nLbLZL~Z&=fDou!{btBv{nIkKv`jKBgH6kv
zlR!^OkbAZy8w@0?9GRfSCNoh^M?WTTN2x<-0HrD^>=JO~4OnG%%dVWJ#o08OnoWZ+
za4iE8AtFPN2C==Bwm+K|bzJsa!1g9|pM)72{cJXN(fgM#Ulq3nWCpdNpk6m+@Tu5_
zD&=AlMdT-`0!w*Z*;MykY3Y&=H%)n^m{wAsRMIl&gGpM3_--aG$5yYKmb59Z*iut*
zXO)&ld{Hver34IgeX?sca8M=IL#ENzDoavCQVnwIz>Q;oxP2ES=&>;F128CIjl#@N
zK{E3g;O{g*AEX7JZN6t@qOX7wHPmO)An+U;1kx*+_#n5Xm!lFex)TV+mNni=W!?#?
zn^Z(o6U~C}!eDz*mb2{l>UeX?KHX85tGG#)yeh*)yyFrj`2!dx-jFym7d$}z68WnV
zkg>ep=+azBx@Ped{*-XmR;fto@I=n~=Y3?Wl_N2ga!H4lTDIVgFgg>3O<bZxZ1Pw$
zjU+9Fx-8^(Yx`#!3(HGq35{L+l1L9u5<>T$KnSLp85&9u<7q37kDZ*>Y;<5MiDLFg
zO!X2woD?VJ2HLH(oyeV(cDSrcO(9ZxVrg^Y5?jMaN-Mi!2{_J*vcXh6GJ{DeYB4Dt
zOG1+6+LCB#0`FIfu(GGsFuz8Ag||yI0aPBF!WvoV>mV%eAiGi#=XgH&7G`HsdNPu4
z3$j|gU$M#=8Is1d^il}j0{oQkz<(H8Gvp~MKU_{r34M{6(HXKZzzJJzOZ)vuE?$;?
zOKHDEe^^OU^(9jDYQpL*@svbVmRTb_@~#xU_$h0=kU1%*qI3c}IyO}jY18q1p?<3=
zSN)Qx%iK*VGwp;i#pB88PqC46hA~b7D@+%a(Ttp(lwwO|Rzy5lBj+JZ6fkm5qcon8
za~jprjhvkn$24+Ir#YIDa|XSUjGQy*5r`e(PbhIKVC0;i=(w-fXUfPqaRW|QH!ngP
zd4v^_SvZPQd`(c)?0Dc-obKsfPF9-}N-=SJKzh{UxHo$&=KfXlSO8mEc=A-{U`xBJ
zVVJr78Gw;IwM}K&^6E@EIp_StIpmxvf4KppA#3I1b~uyAVSj~K7`SMm`_>mQ687gs
zl>-Lc7zOA?$}3BL)ykEUiKq=AFlO55S#$?};u=x#tDt){B-D{_B&^ERW+{rZ3GkSD
z0AOR_{>YF>5*S%E51@hsV+d3o93|=iUX;~z04D-q5f2t?zQCmc^daJ}!Ts641AkZo
zROGAxWSlPD+i%qN2{$o<%dBDM28E=6=4~ESysPk`4*VW&R0%&vfZSApl?X?}sNW$?
z;k3YS1ojP@A@O-?2NG#n@j#c<VMIC{f`P1f-wOL)&2N_|JeB0quM+BGqv!d(7>mb1
zTiWf^!kI)<XTBnXTcu$$FZ#R73sr!oF8eDh3+HB+=WC1grMX>yY2II2oI9sQhi~?v
zsf4DkRatA*c^IEkkJKRYV+Jx-kF~ynum2#M^212QoDrL903NBt7m~y)2^3?N>#FId
zgyX<?;KXX^ov+59rWzjv4B~|(uwFI{qIg;LFeriG5qOz^5R*AvbC@cn|8VhdKX{R`
zwwYY>scyf`qRz&2Y@;#Svhh;Af%ywIl?Ujog~~Ew8!Xh%`Krw??&1cf<M;NFcuqhF
zo}ZsxQHjs?+l~7G8D2)xTzO@7Q7^^1$MSvQ*8STf^lK4#MaPKafGVD*U^#9kMQ+T>
zxSgY-IlkKI0s^?x1;`@C1K<kf#oBp)Whr1R`Jox~crYucCA=l{S+pF{ntwvity5F4
zsr=H?*g%*S`77&TO%u#r^-x;UX4X}iUIvQSnxE(yp(@X;zOo)55NUBHijsai2P-?+
zoD}DzAmxngH*pIPbO|%S1X#;04FxH`mEI$Y5gNGS{ZWYS_YY@6VKheQ7i<^l#;VZ{
zcGT12>`kb~iv<|pfwjHtQjF{9oKLFCuMcJYqh5o6XWNYt=A;p*FXUrL-m7Dxr2Z^E
z@MF|6pOZmDK#TJ?dL<bz{`NtuN+9y9QLWJ^&Qn3kXVd$M8Tkl8g|Gm{St(5WOX<vz
zd>7{+AHmaGBDjFw1*m#*&*IMVFC~bMv36$@dd*$UsB3f{a$iiTa<sKL2Q@3pm}_nh
zYOf|+IM&)al-7c~vI(!DW7M)Zguw}|mE%<NWhaZ{tcf`(zMWq2m}_4_%3sT1WUMu=
z7-8$>;w5CnwJZm<*OTq$3P)bEa?yi}21TP$3r1zMwJD2;T!C22_oTQAm)c0RHt_*=
z3NB=N$FFZYiWg)pO3H!w2<tGp-jcFOt;D)a#o0%YdkRbA-wCS-C=}7J%D2U@i+eCi
zXo{FZFuxOFhpzRZw}m+*xvw91@79}%--yMt7lwOH9b51RxAq%N@0MRj;2k0%+}|7D
z4%*YOin;Gy5;)h@Zg?k{_BQJG{BGU*u!W&=RyXaLtSa{Tk8pA)Z*|p|1pBW#X++rn
z6QH2(I8MZY15V(UK|ei4u5Ie`H8PA%23Gn`AMw%K(AgNm$Jy22a=ua-j_zln6dzu#
z6;0sMDj_~Xp)WM`BH|KM{?pz)M2IXiQh!iKs<h%HMZIhWE*6CDh23DjH9jQ)U@1T*
z0le?s+*n=T+=%7$#g8IfBnY#<T^~0+u<(rEAkx{hh->xF2-~{}ZKJID&$aP+klTxg
zup&RuRW5yo%{9wgz0XUFxt2{(oA-dVV;RRnmsouo8lg{7S@NkU8uA@Z3m>90M%pF9
zdI3pCt<YH>@)w?okH%i{103i*kDYQ%AVJJcU6>L+<96~GznQJaTa75zwz&!NdY%Z*
zVK~a4DBqF}*6!kkpYqPnz=2@&1$L~JG`SIS1Bqgf8G8?75wtnra!>CCZHlNI+)nIE
zpZ!2RzKNUnRuFrv+H^j>-`s+uey5|j;73nx_M6Z%k+Pbv7d4-$f_8LjZt9h(Rh{wk
z@r4EHICgJjgpO8Oj{M3Do%`;vG@JR6F49mvEAE~Ar4Fhy_XB*$#!rcP;$*qEPj8ow
zvU#H1?M1+OW;>8)1h_swe6M_cLL4$T2K)x(;V46UiCVayO~{!Ol!7TQWvXFW0xfbB
zjz5}K^7tw8#kn$OCE*|+^&36XQh&DO^eN%uv4dBP`KK0hk32^=iyc_S)2y_&4eP5|
z53hRW(8=(~Vw(_t)w+@YaJZ;pI1=Q$6p8EGba6Y?+3S?=A#8mUfr3Rg{G&fSR#SPU
z_XWdA28s`ak;6GukmVPTXlt?(3`V3gVqhX&;Zy9x9z`<ee6`#-G2BZDf<mVx>Z8Z}
z(fsfO{>yuuCwBYf<BZ42H}K?T@%*y_`ohi9e^XzuBUt$#?uW%L@ut|T!niDnSsX;3
z0*+Use6LyV2px?O2o)t$RG|eT|7P>pp5NaK1SOUlBBd!EZS|T+jS&eFsd?Y8C*ZtQ
z4_hFV6hvLk5CKmZV+&@T@1^Jj{PWzd54+B88IYO&ZctVV*<{tvUlw_!e-tU4K7Vfm
zcgMr}i-8dzTl^F6#<<Mzz)w!Z^9u108RdqZf`{uKFwOeCPJeKd{?s)}y&)1GNgVgt
zsDB@d#PN!3@4b0eCg$}-=9;3-*6ED-<@ZT}ktdZB63nhd7ZjMTk06Y4{L!Q*gv2#$
zX_)YP!wu1xrMw=Uv@Z-!tzB8Y{=vqz8z01%2wx%9&y0#Kr(Ay<RqWAw2j!Mu>xNNf
zK!NZGmg^BL*F%KmO1>|&6_TdS{N8#$+WzG~H}}GyJp1#%d+skS{K0qs@SptQe>wfc
zZ*TvDckX@n>u-Je$qjx(+<zwliFH_L#M{kz(*!>=c9V32s?@8zD3~6cx5Dn7nVSd@
zNC*-$tLv*<J2N{#uL-+1314ZZj$>rG9o&n02h9L6)`Uw{y=p{=Ql0*YvjTmlB>RgW
z+95tY`Xp}62ZDWyEW)V(F)yor6G+<$z%B{fGCL3uQ<QVwD3>A&mr7(E|8_eO^HI>G
zf5xYqa%;|kN*QuX)(Dugc}~$GOhr;`7gEA02gp|vu0>=5c1e64uK*n+J@qe;nT)m8
zog>G}Tk<WOG(rBsnU0hQYs17>6ZM(KB@?rQ8HoHUsw!mkQQEg)+X|2vi1o@XrGT%b
zN8@;};yL{T%&_;~BLK0vY583QWnI)i06eC@1CvaD2V9x{4kR=E9Z^`-cNtw(|A+~l
zhhOf3eonDehX=-_@Rr1GGpzYN0o0e<3<i-o6M-=Uh5wa+P$AkL0D26|9WCC|$>-Ws
zcxVP`<U2eY8Rn+uO5FYr%SD=tp?NYbSM!&4nw1VK9-DmT%87RrlB@g^@|7@*DN_p&
z7lZ^PKlb?YExfW(9GXuUoS5WNt>g_-sd-%DH9YfxsO2bPiCub$G!YzH!V<^f`SXfq
z0ZPNfbSNpO$mT1RCcZgKyG1#@ur1c<Inzaaco{?7lkij&)>dH1(Q9Snr%8-7VAm;d
zIr#NryFr@;@lw=-T_1P*<)+`>>jS^wf|rD2W85puZv!ZkDe;O0jHL0#-N2Ty8PaX7
z^adnQJNY53Nm2cFW3Mf74ve(zS_pszdRc&B*dPo872ntifJGEZLqp(aixmY8cuvj^
z!0p>@`g><c1I>VSHjWk$1Ml|~a++WwXd3u$2r$0t?GloM$fiyvFxzbP5&eUZB7m^z
zMS!^_oCUzd0aKxh<4aKYst2BIw{Dtah=g)nX9xvcr(>O@MruLP+36`6@*?maz4(=@
zH&T<X`Jc!r)l`N)W;sf%Tp|S6Kww4+z{59^fs2<?`;TN2_aQCa<z~U<%4}TFl3uA&
z6D(t(67?mDC5PRMf>vX%8}>Vq#L%0IQ6R0HySOBlVnO>YiAK4I5cJL}Y4;SfYEily
zHtL{+5c3MKZ<#hZmmymcl}#G=fNlaXS9GZm5NQ(RDHEZPfIHP2AdeB3eG)oJkOa-9
zbPHDAfEek$O&}vR#7_3^`prJzMRvW5iF4dVuNM-yh<A}B;vx|L000{RxH0e$s65{E
zNFnfQjc%>qQWvh?nN}F}ng`xJ7*!9@CEQ5Bk@&<xU4VT8nC}1_h~8B6=nw6BJ#lp(
z5r68HA)pn!MHl1S<%?d}^)6Ct!SsI6ih}0dAUZ2*AD~G{DfGWK08j1)?FIl=0F%;2
zK|HO|>mRlQLOAiDN)WIoB8A@mX)g+q4=^VNll0Z@xm`@B^zH(fCG;-JclTmN4277i
z<WTK&`xq&l<$_wjCu*_`zeF|ms}9pD@th7uWx}i+FbfmONwE`;B-8N>cV5Cfp3{kh
z^Jng&jRYl1l0+Id>WV0kcRk?A$ulg&1OYjBVKjNU@Y3gh$q=)(qaa(=0;Ks*=K5ye
zj~d_XhY&B3gXeb9W%B(yOI?#T;nPrE@Wkj5;lwO2XvhreO-z88DvK{sEu36H#)%_3
zxCYa!FrzH4L}@+z%2rG~%pP>v3u19|483BFG9e2<)CEQQX^RCtqt76+s1zk@au!<)
zwzl%vqRO-Ft3-9fWk&(%dS_4z5P=<Yt=apMQP0ETt2)oChnRcXAx$g-012xAsS@P^
zjKyGYA1}THE&<{b<_Rxs);*=O!uEkiqAVsQF+YiKg7@O%xdT#hdFO~G*Kx58NSZ7S
zANSO8G!qOX9MNY&1m=t!@oZ~6bQ#-7=~*yx33yN*3HmFE%f*v^Gn%Y0v!MqL5tJCC
zafOn|vRRE>?Q9I#;gaW-Y5OZEWy_z)GR_8LN$+gl$evty?ufx_r2&xOppc-&sH|GP
zw9Sy9mOW>P*+OrH<=70)2!aqLPJ6-%h4ZO#oHx>8g%YQVbifcB>C(PLXF>glY;C05
z3y}#Xtg16*FKK5Zg=R^RbInr91XQGFivls2XPpwHNMv%2w=vwprp2^-5tJUtV2Rh!
z93#=kqCR``A;!faQhL1b#bJ&kXeBzF3&hJo#yg12_K{M)158Ezb*!bM_P=TRF-FfD
z7yghvicBK0x1qB&J3P7V;#Lt1pJ^p#>Z#;wHZXGE>^Ew6*7k$i9TN3<5otn_n<jui
zsYo|Z&(`b2xXvRFe$puB5RAKdgoO4w^;|~MnK*lnaEdH8yDO)lBS-k!IKB<$i_fFr
zN<DqmygtQafC&P~k*+mWhU20IcNjb>8wpGmEqCthl~-_Ft&DGNxoR?)dA~aZYHVX{
zLI!yC1c*%pzj~s4TphoM&?pCrwRzEA8EFh>KzK$e3YB1fFg~{~Eb9*^MAm?_o*2m(
z(RyowT$-TP4~p&t<n%KIZOt>SFybo)ZLQ!T$c_Y5;z|5zT2ldDNhs36T(HQ~I#-nk
zMLLZJ(@OcvRip!U+Ju?yHw^&Dc2w?lTkR&0AOYN2UOvB4KfiQtLDiW*r)H8X`C?+9
zQx>}$Sa-JoNDKff>PEH+Mzn2JI>Sd--EHk?3L|q^xRT-MWXzSm6V$y?yaPwC&2q+{
zT#w}<?8dj5WX}|>K@WobqEJVsatY>P0cv^P0q<h9>k-0AZ@*t9G@Kb1u#1JTvb=hI
z`zn-qaw3wKZtc1Nai=S}-}<i-)7EeOr+g8?xGJZ&$HGDxd8T{7)53`F*5?fC;4uU$
z82@mTd_Q?TJd7v@ERClVtFzeP95XgK+yv7_c?cRp(rOwM$!uEFiNCRTPEOQ>WY@+U
zG4_Z?deUF)xVkZktF}peI=`8pN8a_L_djod4WFE`9p`Os^f;M1LS#xx*(3KbyWht7
zeN+`rz`G;?8z$<TSjbb%5Vj#x;Ah<dENh=EmI!l<`90AvIQoIemHcHC9PTz&z(vgE
zVW#VP<Tm!mZR{bsjb*((vHFAG3-71Sugw1JKRWh=ck9po#eey4-Z=KNFP9cye(6{L
z)mzb@{PVB>(Ch!X7Gvj^!{Puo2|gaVY87zRQqph;`%Fo8>8asPWJ%p%noAk9lMmRX
zY(&L?+mS4xCSVt@hvfW~$F+;^osGYi*O=4!%b|{X<h4b<FP}-TEooRGeYQsO*un)M
z?1QC=xb3fHn4VX*VpCHJ_f)ZT)53JXkVNs-G&LVmUhCac2pPo@WGG+dnPrj{(q%l*
z<lyc`o|*I!MrNr#7M|z!vY?U^^0Zjn+R}Y7?J%j8)(hDdM#PTzz`De6k>IDwVnwS`
zg?-B6fc+L{7xr2RGjFifiKPNi(kM@k!?W73!nEc{SoSCSn}I(C-Er*o<`U+f%0gC9
zEo6f?A>&=q=NXo}qPL~luGJlf%mf$4^}+yG7~Vq9PTnE|mbMg76d>cR$h%NJQ!2%#
zai-cuj77G{ie7VAFy=JPa#~HXnG_2$n>~sVNEPQaF}F55G0`k*uJLU2a+_)0m^Uo8
zAB>6K=gbc38zWeJWZ$@7pBzQQGHQ}kCt@P?U>LeN!On9VO?^Ds8Z7InQ4D=j#A(K5
zMzu3R?q%FuER*UCI(gbHpD-}#^Q{NLw`pPZz$=)fynm)_uH09QQUeA>KP$kdre016
z@_c!2p&BgIs^_Hyz($DH@M1<=$xBG8Q$RPxbq<eASJdu{n>(~Q+^lr#EzU7DoJ-DX
z8+`HeA%B_aAw!VP>QD}C#&`(6)aiA)5r9#fwcgz_ER%)DZFzoWxwczh;;AKHF5O5b
z{sPWq9lsj|Ww=o`8w5yl7ZP*?m;ABa!n3N_^Ec!HuCi+8Rf)wI$RPCvM=h1rZa2Kg
zP~=ln#VQ+4@l98qm;7jdEhNPS9b0wR6{|Zx<u5vUkgnq+R-S|8TN$-hRO=~PwfYom
zd?Dgr&EiDFP!d*=BQa8hwo_Wr6NoLwy)X&+OHh2()%Fd-v>LI>p#)!X)p#Xna+r#u
z@7OSUUrMX5vIZ~5J0mtTAJx~>>xRGoh*jqz>XbX`<;t}HzV^|6FKCP^RYhojIkg9*
z3U9<d$VoPRly>0qJ?gBUkLqi#mXA4`<e}-zb3JTtv^u?m5xYANP3Mb0PB-TuD4WAu
zisPMbh!_JrtVj4c{~btYqvPzo$PwOwX*vr2Pj%+}nc7)zes*rYjDOC1TYlIKy)_>$
zY+<j5;E)}9aIwY@Dvj`cRr00%{yjMNv^rHp5RBtSs?^slO4Htz{yh+u*;OX~^E`bi
z0lQe)U6l}rQGY$jK^;qo!>FGgi=Q6F-dlVq7NoN9p;(aW=|hMGc>>j{ipdm_M`mhj
zo?!o?WUR)H?#!9cxr>yIQU9(Kr;rgja;Z2q%gFfxAxt%T1Ze;Se>j7--~;IQLMUE$
zfu2H}VuC=xbDXj3fLH+t3Ytk57_vo=opH6Apj3Qs-;eG<m{3aG{Uj(VA|(VaC2MN4
z0=h1!19K$2+o)6JzSjxw1>N0#(=)c`B>+I;A;Pl=x*&kKrV1~qRVkI6Z1n)NL~t%Z
zs{wKhf#!$`P#xfI8g&i0R04>5zXc4K2wf0G09yiL%OIcoV3eZ72!^{sC+repQz^hU
zy^AoH3b#dM0A>zAutW!<ebipuX#fT%!b!v1$6Dw`wQhj0swHZC&<0!ul_Nbf`3*&s
zlTIZBMYTWeeM0|G&fP||FR01=d4!hJg);G~{O#%r0aSETJ%F=s6YZfWDBXTdjHDnG
z+{eodB&_Muz5PaQUyNWAz&8F}6d>>n0N{AI0E7j7>D}UT_kKma0k3Z#0JO4&E97f{
zv$`Q=34nc4()eY;^u{yXRE~p}bGMo}Elu<U^1ycV&UUPsyKd(~WbTnCvjv^_zHXwM
zq={?+oJ0opL`ooIH2_QKr~Q{-kIYbwpEi?RKkr%+*0^6N-)e{DZcy*H>wdcjP=A_}
z2-uf*O?IrtFHwm$?g_&-lr+sU4x@g(tOGi6ZDaoBSZetVc$4Zwis3*CM0~J|cnp!J
z;}4Horf-=fARHY80sNysngDMgWoGeMWLDcGQ9x%N;yjTEze5C%$bfPnc!c*|NrIZ6
zlrLQKF}mcY;Y^yrAE(EMIXnupP0c%{+W6vzS|Tf}O>8}|O~QK2qWY9hTq87dRpi<D
zsoX(v_UCoN<*?iGu{UosL_<soN91OxC_SSKTniDFu3uHpzpS6r3L11jAmBnU*c4xM
z9K$a-vq87ls3}5kI&;w4gKdT&#=L*snRC4_HK&2Ah?`4YgeiZ~N%=ZtMK?roYitkn
zlTYc3b8Z`m$Y;1Hyjb4tx2xg(GG@C*tp}j?pjqcG7`G8TR~W%;=!HHiXCb5>)%z)`
zir-UtX(HZylLMXXJe8(rH)*)OYh(UbRjSJ%e;_W*v*N9s@teI0w%C>4eG0!spXX(Q
zfTl=G>UIyTq?c4F^=4YBuP0M)?^9UNu9fLcXQtaYsx+;fs<L`F><|Q`m8u$mb3ik+
zl3tZn&=CO$l%zMYGQ2jBA%c@@vV#<nCZ>+t!FT!q1GO@|B8lM4rzRsS9SFCW$7ka7
zGSLFyT@@!8njx(GFUb6D@#<P>sw?CP(6>A4YqF%cj_KYOIIOo}s3gAyc0Ceo4*@-B
z?o+vOLTc2kI?p<&D$ZpoyF(Tn1?oJ--OeofR#s8Fo;MtsoxP^yQKsEa={z-z7#7(h
zc5U)?!M~4uTpszjJVYNC=kh_TkGx>zWybs7OTYFnfB%i>)V<~PpZt}-|J}d-E5GyF
zFaFlf)IYlZM?ZabbMXhhqvhB6WfD#$hlR!=bktCN{)n>zZZ}G@U;0~4=N6Za((Tp4
z1`qBSN24oo6D}#j64k|1eswNcsgADFrPA4IUCKd-*{H>#Z1-~OcZtGSI$k0$o}O2*
zFs81TXvppuSLsWXhAVz4*GS6WRKKPLPH_gcN{K6#ywytHMY)}f+?QJjq}e&>Qh+$q
z->Uc(nmb5YrlLDDu9G;(qy<F7b--YduVGQVhJ*o=p!$({w9;njH0JsvcdLnmR(3|?
z*p->lI)vrPYaPi76iFP=vdY=VwXD2}!`qOI_E9cpcH>}|Rl;%1%gP=f>iE!<FL&Az
zFspR(Xp@!GKH+5LO&tFmhsE4w6Gz9~rQD~%+{K3-D~l7-$G+S}^N&l)0W_<o!Q*Ht
zJtSVS>-F^Le8uRfOZJ3sCYq#T>CH(na{h(QSe%9^c=3-VGX(+l;uHzGtYh<$H<0)t
zg7Z;;8THE`w~VNI6gokr803~K2+$X&AVMGikRkfwUj{i5q%TgPD1D0dd6OLc>cDq;
z{66X8Mhk-N4O;wCn2ZrhCBi_b>wYqq0Za7&H{lI&FMI(%DUeMkz&=TBD^*5DTNAh1
z&|~j=@InspCMrW!K}bbakr7p54^$_7xpcHlc*s%Z^x;4NgV^s#R1oAV2-qV6O3+43
z_r!j!qKqIaVRvr^3wMpMnP=`b?lfjL5oHK>2w{5$K8s($)Dx5!0R@ggLZGAqT8MZS
z@E_A&jY$U6Z_vOrb%x)=m#jN8(ZgnC@1m|{#=}n3<|0H9km3tC>ViS%UUbrpL6d1w
zG4*cZqb&kV>uP29T%-g^#F{A#iCW|jcU_lMm?}pB3S{7D2}iby4TTGFD(g%72@h26
zt{5%E6=;##grz`{0=R?f6wNP<S&Nr~8EWA|h6QQiveN3aa4}&=SfmsiJQgWaxDvKp
zpm#9o`l^J9CYS-aG9D<8SkDgsWMmOBS#bVHJhFa(jOn|bNJT`KWMGa&D*X_yvghyx
zftKDyxS=@oS|Y0zdnl16e+V|tGoiUk91<px*&<X<z#EF3f)H9HIijYagE3)>$Q^1i
zlGCN5*Lkr@)M@+>#Aoq9G#5_oig+^0Kq`47Qk_9G{wjKN4)j%T&c`8D;!OB9jR=H@
zWS8-Ij~x3~D(@sb-^F1Ny%BE-3<~b38#>yIkyG5^z!-qqo>*`=kHScZL-vsSvFi?%
zC^#2)$thBYFX2{bCCP)nmo{(yLC*1+_H<@p2{1gDI{FUH7+VSq&5BvO84k^*ED46@
z+j3eK6e@=GxFO?$4s@B(VP-|NwrR_QLUn1gf(ej_gQ6t(PT~2wxb7q=bj$@ZifCF(
zT<XlUyaoV3f-C-k*M7dTEMIz@Tts-O0lbSGlS=7x=7WDZw{vhFU&H(!{h8DZ-}^~X
zoQU83<eACu*__>BZh!my9{oe9TfX+!CL=aZKl}WC{MlUFKK7HPi-}lW{(UsbzMvQ@
zrf>ZNB|a&6{!IDQCrnu%x=Va6WJ|vLpPDKV0fUWS$*%M`84<)(UQ~N-geieG4(gQh
z%9794k`i>5jNrsQe_YCTJ7@cXgk>xlERfIAV{y4x%>xbG(orSiyUf*h&oKoaf;{nE
zhI+>{(IS1tWwJYlbES0zrw?y1=S=y_{V@hcKz>2VY;#Ie(_6^H{)KM6TQAqzy*3aD
zpnR<?mgj@nrD|<qSv7ii4&6IU^trGL`@#TpbwECnx1)yp8QXR~BO<bI`kl%RSw<7f
zUvC<Xmu=b=ic?)<OUtRL{8bDgB{|p*dSkc3MMHOq{K7tbS-m{Ww~|SoY6TbTt$U3g
zMG{dDPp|uk8Q%16`Fm{xD1eJ(|D|oVp25DZmB+%@N<=FWwavH$L=(P@PACgUF33e$
zghHodIYNyiFgZNkT0yG{=sfZZ6Lb)t8qdhV4X$<MD+c??K`ZOWNgB8gNGb~}#8Q4n
z6r=R9S9A}rzl}CshV`@fygKm4uqsYvfNb>q3capmr=uR~Ke|ixlTYajGxAh<7j8NC
z{BFC9@bi<lOE;Wq*h7X_1lew8V+zI@9GO(Qq=*iO;2m*$)SSRg%RV_ON{<*Jq4?)$
zEVQUVQy;aH_3$&LQ)}=7-3zXTdzDt*ruxXt_K}(GLo~C^THUnhd++@Rd+&ese>wZu
zZ~e?)`JaC-`rrQY&)@lzPUHKY|Aim@%`3n8-Cz3`mu(?V{yr=QvXkKBktu5dQ&uGg
zhp^AoRDAT3+sJlcU!7)Ri;cY7zIHNuE4FkrZ4Eu|()Ri&Hjs(^rrYMx+@`uM6lr6U
zX^7~yH8d8yG@yN)f&tGQh5c?VfQv6dGXPZL07wUZ9cpdojgf6n!s=}NEwCppp_>_M
z+-ZxTcVp`Cq|n2S<CHq`s08D50nVM*LpDi$nQzdhy&uY_UJT&sbFm^}oX?q2+3_6q
zMnaiCTUnkaPz|xm!E?TqoEH`&L$0>c?$#2Uz0aG*|59Fc<<Jv-?z@9@N`|I?64WN5
z<)17gxpk}=o#fW;=e|40rfg~UuZ%AqPOX0K8-omPZH@lqXvW(7Z%(THwkH395uSv+
zex@||tY{el)Ydpa)4^99xB1ixpXvB`4ISqBa!{Yu$5(xnCjI&oD66$oQ&TVPNBdO@
z0)CDx70dIB)s_10oX>{@<~NVJJBtOTH>5hwmhzXmNmn*!@Q_k9cj5EhcD;puSb)NR
z*00W=^A~0n8yQKOQ6}>QETZb9N2D<4tWzSjh5VeBUL=*9Dp&p*oF!jMkkk7V%~cN0
zvq@N~+daP*z#V>!3I<4MTJj64cI}SLtIqvu4R(jnn9`;ZIB3wnw_1%}F9<Fgrn^?1
z{PQ$@If)lU4cAG0(O)&D-AUXUDJ53|y-s7=8Ax{}lvjW;C8+-O*W;ieJ|#R;O-|tI
zX|z3=E%EOe$NpJ0Zbph<2FTo7LknA&a$nwxf_@#yK0;)@c3)_o84Qi_V~_vyoqeFh
zbpVDyz-YL&1Kb<*)i6_R)VxkMiD?CHMi6OGX_x#eq1YV|N?QaN5-7Y~bpw<Q@Mth)
zdo%GCym`Uv^q~WH)~VeQOQoxAnXeYsgK6No1>V~UI+cFALB2F^3pKnu?dIFwZZ~X|
zEDnfq)j@7Ppr*%lfCnhN0ZvQF4hCwU(EeNXZ};jS1nsxc{#AndgPFE~d&7A`sQ)8x
zKfLE1gnfYHwY{j(>NoM?dfl+uj0h^v$1?zyV1(*ky%C`G==zdXhid=Lw=a}R@4x@P
z2S_?W!F$i+B=5}Jw6}DYk9HR>cyeL`Z{D8w-uw8c{JwYQ7Vap3pLaGvCK7ZgE=<=u
z^NoJg^D2V;Sucgm4-uIk(KM**sGj${)*aa$-r~GSCAU!zc9LggdsRlwCAdWmirNp&
zP0vj)OwUg*PM^cy#p$K#`5%#>d-kA07`zrH7g!w<>Yh{haMqMFB&1NlS)~boQV=<7
zsw^^D7RpT_mG+3)xo#pG$*1*(#7vrkT5`QGT2ProS0<MAuse<0sFDySh!_{~>wX6S
zOAl059WA${cGD2sO-pWBen~Evk`&>V7UGsi;+I4Ey8X7G0Rp$h`%RS2Kxrb7=z~p?
zOeyJ`Le#SbaR)biR!7?N6mwiLYkr%YyfLZO<&1y{soB`=mFU87aL%zNb;$We_0n7<
z2X29tnJQ~sJ(~G816*RPO~$pbi|Gh(HKA9fNeA4Cc@W0M5kY3@mL{ZZU`C889wzS|
ztv7n!yC>+$3sHcYs`ZC}F~y3ay`1;u0+sONQH$10>t2mlx%lh*yrwC6LU1zRf_llN
zV)NFT=SLp?XaS+QCqw4)NtzmYlAw3XM7{!4QA{wRmZV6D$!?Q-5G90gUA>_vx_L}*
zOZaaQ|1DtBJ2$=Poal_%VPM8n+mI(@>v>axy)SQndAl?<!gh7oUQ<<fc<+)8>_)X~
zoO(VfC%`cE87TX?WD*?B_`vpJGUbEIjdr6KaBuTp;}FM>KApeZ)&v^l7t6N*SSww&
zNM(#&dA;24)FHfl2mNXy3$_$x__q-fA7>c1IeZgsTvC^aCK%=<S%sF~QuTm*3%Zz#
z<R$f!v^huqBU4Wq-01wrRg5@!N6k0d+#we6qpe<(GO9BLa+%gZ#yfOEY<gRb`;rGH
ztB)muuI3?O(<V!Z1BKw)2_I>+#QBx^f3g|u`L%;GbqO*iF&|G}6N!fy_3=sKyDZzF
z+Nn-jQ^$7BuPiL7ho^UtPwrc<-eB1~6+gVm&q^}W-2C!_DtZ!6_5#YP9_T-Z=Ivx1
z#B*g@YRlbT1mA?{z4GSDregM4;dWXNfM89bax@mWZp)}&SdPT|2R^jO3WEBVq1ck*
zD_%|^zD}%Fr5Q*kX!HAc)Cp>Mm=xgS+jx42#TOv2TC5n9vLtvGLZ=#eLO$uUMfXYZ
z+gMCa%LlgNMioCaV#?BxSVZiBEc%<pXP5xSvwpfz4VAi5)B;vTZ9k~pAu$$szhdnm
zO<?@thE5%gdad;8j`jSgcOVIgB6uIjI6D4lLQjgUWkj55^yCZlB;^t>5QE*)16|-5
zSs=-;GQ$$3#41Te@X@6b>r6W1vQ+%<(-B@X@+rq3np}|Leh=d!hvOSJ9CpQ6MiLDm
z26eJ{zpk3?OYr~se!~(?HGV)o#OIXSLWsb=c#<6YXSXTTb8z$e2bY3&ZT}EY#-~IB
zlA8&ZfRmRR?QId|ST$PzIW%L>+ug+MYG4=-;2WRdje=^+GuH0mx_bV=_71#L8!~kd
zot2Mu>%FL!K3yFXdu=&wV(wGZrgOr6yw_+cYgFD~KjuCbsLq)><`(<on?S`s#KNxG
z=5{3h9vY$MIVMf06I_q*gI}5<B1p%&bon}oSWUQp0<?U3o}ofq>_DjY148!FE44dB
zTS9ZU4&ZgWK)p4UN2bw_Orsy7X|#G}XhR{d*?BSce*faH{`4OOf8%@q;V<9+<3GG#
z{WE{-)W7~aGf({Z&ENiyzVeG_zxxI4$fqSY@nsTb$cKf-AvEn(ef@~D0*2a3vS04G
zU_{Ak6sEZ@OX;q-Gj|$C3o93={c@`LvWiRSG)>N9ap6Sv8)}NcIDXMVJM2V_$h5WI
z%C;#OghHO6fr5um0V4&<E^&QFwN{8JOww$DsM@#O<CrcGy<+AIR6_R51nn4zXu2&!
zT;+s}8i=4tYE;7plaAZCfpZiwaG)}7BL_-}(WY%V7`Xcr@HHt?9N!t{HhYL`heY!Y
zcTxKXB4Uj+Uq`d0L@^r(BAB>*R`NWG9R$%zwS}O>havcm?vOB?vT{>yGj6MiTlpD&
zZ%z4_Y_=Gi_6h|oC8&a75^Y)^DEpICK{44#F`J+&$1t6s;%Q>a1C%tMpb~O~%$AI4
zM?pmG>3IZO3L-NRdkP{Hi{UWC3d+rLHMVgD6H7I);0(o#EU45EISnl+MYfd?Ws{R_
zJbMcGTg%1_cXGiVoUP2gk2DZ)`g%!~YRTd1B_{Bj8>{P^8}MxwzY;j}q~``;1zi)y
zbpfr|!=?p*wE|$6nvwWS6P~fmAwi52sr19hAu*4$a!82etQ-;oIV;Cp3eKcvgg|)-
zEqUN$<N)H@kQ|Fcb1YSshR_(+m=$d91qO8%s{+nC-8s*6&yzlRp4SZJP45MlD_+u+
zSb{nmUU-9;z`BtMyA}6SZKIx&%+sMrPI~91ln^#GDQR>Mnv$ffY6#uWg)%Aeqg@D-
zS7aD$1Y{>*=cFH=u8T3IDFY!+r`p0K(@Y~6$yw6DP}3LaujFF5B3ud2O~)zPf<?L-
z0{&Zh8_q4nxs=_C@H&*<i1TqG6q-oD>nsYwjW$j)@sR|5CVoE7!`3UZepR`A-;&7G
zE0sk?rcO4~gPD+D_Q_bPOn0*hm{P+iMKpTQ`P6|`N~16cR;o={1ffBwQE~Gp>k~Or
z<WU%t=mFTlG%5{6U`^t9dNY0~vynZC&L{5niG&>fK`+o8;%D8}z|upJA29R~&y#(x
zIUx~?2Q_vt62p2<4eN58L+Kj?<~||`!eR}^`+-CW9b=5d^(xS0X$0LPB$85wMwAwP
zs@o+W_1nn@$(e#IL-b4}G8P*MVm1bvx7~zw&B-o~tq|-^jeo~?_810s7=}8>$kA)X
zKg319$T=$p3?OP&VmUz(F3D<OSL}Skyg<Ivk`@-GIU^H>KO%RDpbO;Ra@o5c_JWFc
znGEF-i3kR)WDF=`)eDo~T6j0;!c*h|<;|-HnwgtDZ_Af)GcWq}fr^@4*?3ZsC9|<X
zfoN5(cT~QC#+Z-^N%rW+W(~s1kGw!ga?N@A{r6}W!V|TUWdi28fYEJ6n4HB;Q_Jt(
zfs2SR7!(i29u3<zKoA_90z_r%W?p1Tb}KbUU(k#6VuL1%5D^7iO<>hAbhR?4^Q<ZN
zx(L%yHf`#LF6Z&M+2bg#u;XOu5=A%ya)F*TUw^uz7DFx<W@v{O%mJFn$f)b<tnnD3
zqp6RLUKSK`i9NO}ap&mk*7%X#o$mcfoL^c;$(~Zi=0}e3{Zf2e#P_5}0dlUMzG^yP
z<8i-3AORF2L}fTmfask&92<OQFh4TP$X!1drTk_2D6V|OZ{KHDDDD$xA^>>=#G<ML
z*oX5gGwIH--#-Qk12SPOG84f{m=FhR<Mf9c9pQs9Nm{T7tK*OpxCNH9ZH!Hj00tD%
z2@s1B5b`5d3_5#D=m#76VDc2llDp3o*g?X8rWjnY;fO(|mgEg>Ou?_jTV;S9kp2VE
z1pqwoSy0(8gX{w=z=Idm(N{wroL^jKS)3wU9x?$FHU;sN{}djV=LIytQf)clTC`aX
zu_z1?;vz3&mFcza6MLfE@<MH8X({F~VNFZrA1D&>&<^7!W%dqdO6d+x9@ccumyXQK
zIfndY`AUa_7}oBr=DJ%sq;bRBbQD`gX$O1M(Y%vLg=AuDXC)d5BxE<N<f%9Intrqw
z-YYBZT^Zh$-6#j<flcTox^N(!F0MtyW->Z}T9|=xf6ko>f6q0z(UaR{y<dY{XZ1kP
zXg1n+2(uQRni7#g`1C91Ot005$nV@k>=$7g?vv9$TvUN@3%B)l*ds5|dtE|rXp<wS
zQhj)hUKBKUD;DQo^}K(sw&eTum2*DOJA%cP*@ap#KYxDSuP&bpX0^$-RWSa^Te^?U
z1rA#y?Bk4m8CqiOmuBc^r6T^^UtYSsv{(+K`{j5;HDeFy_sv|BkY+RM!QG%4c7pEA
znhcL}t<es4!mt_5Y_ES9&20L$8{0oniRyP|`capvP`rNT7)`((joYKD6DH7)3t#;)
z?5?|E*!u|@LkZH9Zxnf|fAY$<J;3~8AK|y=u{tBB9Npb*#PXK-#$&oRs(3)h-0atb
znYfA{eK2xt?Jv0}j@|4<mHkAU(tmuclHM!dYEGB?)3+fMpR~jUXWMVy#su_9<7%6{
zLH*_@jh(P_1?Ei6pnDtB($yQcYt1kM{(~ZNaRefW;x<6%Oo9#_B_$&}eRwI{{=wND
ztKPF|`3b7~HpQv53cQn9K&Vr!65pRFk=8$3@M^!^Z<8bY8Uehw_bf6ua*??e_;)^O
zz}*-#@h6`I)Ytk)_mbbM?OSB8<RW|Z#wU%9`?Wwsjl3Q8z~v2S|8|?<J&WE4BhUi|
zWhaH)%@N4Khf7_KT_eM7;yVCLipA*82$ZWJd?%=1Z9@SiJi40)H`<#Y`(2Cn_M~WU
z?`&G6w?-f>mtrhXkgnckwNzVlua8T2tI=)`baFnSO-fgS+s!^8&++CaXN$Z-wgsGr
z+x4&y3O9js8cT4JTs~1)1Nu3v7K|6+lg1_7u-ry8*PWn?nNPUhTC9GYt6$S;iyQsb
zUf62XAlC;L^{ct4Z`?&(0ZhUBK%S`IRziHEeaWw1UbhIY<{}7oYo9c>585@FV73wM
z`%YvL$|p~f5N7e9O^d<R8=HO`R|?&$(anClJva&Go2@ieG1+$eot`FaahY#=iRp!k
zzcs%jjYok`CgJAo>7@v#+l@V1G0~N3iHx>-_LP!O<c(E!x7m;OfvO})+QXA?oDFhd
zj+Dj&3vTuTy7mdyo3MSm(cTT!N}pZeYS99hixyZfTHw}TfpfXu5*kD?kjV~M&RrN&
zwWIt}uJYJ<-M+d!$ol#GrRSE$D!wp3R`I39QHvAG)9qW1w&&}4S=`n5BIRAJFH+vs
z{P%N>9d5m8#gu;>^79f?*^h4fVqv-M*XtZ8>1Ai?93ySGlNVUm;Z9y!RPVl{>Zo7M
zs2ZtRRU<j8Y9wb>jpIm0)kw{%8p&BzBUxAN=#;im_bY=vPRY9RlyqHtO1iH8#X<UE
zmmBUFk+7?)cBblzovFH7N9z5!UPqrGRafjz)-}76b=A)sEv~gX_iOum+};-klXRty
zG+m=3O;`7fLDQ@Yp4IYTj2Dfb>x%3IU5lNds~GG|+RAaG2D^h&b#?A!U8y@+S3Q_a
z`n-Va9+W<jtSe7R*R`jl>*}v@CuV9FFxk~`?p<q!?Ld5|>92NYyX|+P{jg{4`ec(L
z;qZSOh*cP$-9}eKwR}xf`O)<4+qdg}_g<rYTR?)`-mTw`g5GU1d!d7`n$upF49X*6
zP@k?Jz?G{}yWI@KJN=Hzl=_D?FWL9VgZfG?_iR+XTb`RExaewa@%;J4IaO6^f@XzD
z90iG~sZ$b;TBZK1`g=kIQrN!4x}K@2p>*vcGT0VKRIpL*>e`3Wah6kI%7~aejpe78
zRy2OTE=O(@lF6b^bFWo4V2N!+pBvifl#)+rf|r}2A0t%_rROgAoF>QmImXAzF}~@A
z;}N?CFv$Gf=qwj=zUd!SSxuOOKX<`rb(3$3Q@YRU+#D2B%f_R1GuYd>AHVEF$0eoY
zDa|EfoaFC7SFyMTsZGpJEu~~U?&5l*a%podKh5;QGFTr?4~p!^H=tx}H9jdY<U?t^
zr2AD?LN{IT*2&L*HUT>oq{;qwbn;08uUOne{n%$9CRxW&c^gLJb*qXG+x^;|X0Q(X
zPH1EDHzXIGFI$ye_j~=W-yES?IVs7wr?HH&t~r0ZhET8ta4T%W-MQ5$GRq95@q*QD
zHwm~fe-pBb+iBZ7-CzvTX7R6BT+;;w-i<B76K&T4t73u`4wd5q)Z%qu2j+tX7C3i7
z;~gh*#rGfC1dK}QrYirix(m*%hqXRMlNF0yg+zZt;>$;sOAXQcjVPe6JBTHGr$FzF
zNO?XdL*4LBU_)^Ym5R}cPv>Kcyi9tmz|65@7=>)kj@=Bpd%-sDHS&wdh?H{{+uHbn
zo!eXM8(R}+$flf^p)M}x?r-<`>ORMKjYxSmLweK}10E7I#Z^}8_3b{}e&pb2RMJ_m
zg2mF>&9&PfZC{GvbjEtmvWYL`@2Sg;YS{K`wb;mFC|_exFXw0MgSGYiB0dt`mHf<X
zg&hhA0?}FvVda&dv9aqopP$K(aDxZ?51<m8fy{>v=a@CTmBnE9pwkO0s~g+-d#n(>
zGs7$2f^kQ!zzScKWDb6Bt}RZq{V}~9m2Y2JooMATy{u(-J!tm)ZNFFHFZp>Gg>2T8
zv_Y{lus6f;AgZi4!Vbc>B6darkr;z|*20oJ^;KZp(5MyI8jebODdU~7S%Q&8_rQW`
z9Xg?mS3y>1TkNgD9AulqUF8?9F{o$FlNMv}MGU&MS`^zkj#)zif%vc)1V!F}QAua*
z^sGK3C1wHXACYo_@gHI9KL+)={BPxT95r!_%rEpK(=O1SZ}xGpEhg?`P%rSNZ0`rV
zyFnLfS)6tA_t}^=d|&?I-2P6tH-9y{3h)M+GKwg%CQwV(2Gx2)sSDeCBj^pst|M!E
zZ!x*!7f>9GL^rFDn8YfVa7KUyEQ~3G`}rkqB)W?kaweG(2bLTC-fFupG;??t^7Awf
z`FDo0Hp1DnIMK5iY-~27T4l9=AHg%R&&l5{g=v0$7!&K#!Wr*>fi-XhszW*70NxpC
zQ3_0zg=uE3-C{^ClX<|6ZawH;3-^kwbR$yEI`c_}=pGpMvH3-$D9NE?dChNC>%JKe
zEr(uf1gcrbFVPp9xXo*B+y}5xt-!{66tY9Pzb?(SjTmv0=#xRJLkIJEaF1YA3cR~T
zNq%kE401hOZ`|bo+&Q|T7{Q@K5#PZT=!6ld4wa*=Zn)R=TU%sjl>c=dg>2SZB;FKQ
z6|6S*0tD91&q#5iS^EabM!4I9{Z528wo%{`ek8hC3Ms*i@C?h}9fjy+opY3#gS;LX
zVUZh|cGl53$<+Pc<wnq~=kJ_RN#|}0dDr?~aG9T{k!fdLr6l?ZFL+^tjM0f_y^jgD
zKIZ6vIp*HtM6+H-bV#@>Ep2e`btUXh=p|33o3-IH3KcS0DoitLt7kAV!Wm;k%2{ut
z!4OW-L3<B&iUme#RMI&+wb12lVVaeUoy%7LlTVsKR9U^Tc6)wye(v^sft!-i2xsj%
zn4L?FZg0P?0}tnTqeq~cwF6{E)<WRT<)3_ulFS@SH8ethP=JTRG_xi{?uYe8aK-Ny
zSQ?8H%_B|g;oh3x+YA8}l7CP}Bb=)NxZ1o^M4eNdXdb!V=mTb8Zn=PE!w6L0&M}Kz
zZbUJf!q97~f)w+}^#_pABJ+A-npwvbepjvp_vP38B037$Jl*$={$7EZqaeks>jUnK
z58I8s{ays!=Z9_oZjtl(7}PUYYc;E0^Xmtsk!`@<w?G$-N;=ORwCO|Dw*8&HuTesB
ztb3yo&Lj7mebWEsm*K)R^Gt@<zuCt{X@LPMPBhQE2lZ0a@d103zdJ@Dn|a7kf_nqz
zxO+f}DAFk-(aqD7H~nfA*jD*_r8v<%Z`^j!u5SVqbQA7y1#S^WC7nmoxBGSY!{zUo
z!Zh=2HFv^$MMSnJ$vnG=kLE9R8}%ZF`y)`zk}6CfU7%J}R;#46n2@NtiDr$VF41hl
zDr+)w;iQ>0?{I+;>~=;Wo3%D+RsgNi@8U#WEAZluMmS5nnH^G07LbvmB=hv*<*?tS
z{}*6m6ta2x@PmF3MX+|M7MVpxBb=r4;lUB!o1L%;^T7h0Ga}_Yefm*5@}b!;vR@m8
zY?ewF+ALg)MiqEu2KU#xVHDj197z88Wn|h}-O5aDfAiYa_P2wA&U+(L&N7vdh8Hr{
zLuLD*RSlbs+Q!`?rat44&l>cE(RgL`qs#fnZWOXvottE3Js@Dz{M?L4IZFVO3^9^h
zewIe2oxk8_zu9YangtfGk!fdbSCc)p4GU|awB_%pQAuYVEG(7^xp0j{_gsdCD#^@8
zSIJOvwcu84Ec#hC*)AW^%4(;BQ%(LM9It}HrHdNNk5@sKGRWC`xOK|kbz@L3T(po^
z)fm(Z_cu0IuwTjFY2#IpW!>u>P_RdKy7~DVvxdUWyCyCb^Yb@e1%)M}&=uoY)MXbi
z+Rk(Jutq`YZZ{$Vd?buZ)kmB|gPdn&J*5gI!Fz~=#+7G!$5r5WRpRAqfGltKyp8Ui
z@XoYHK@iKh>Ez3jFPq8UnSgRNFYY1oUbBMuUuPASQ)V`P1_%`B7KGb5!>b4;N>fiF
zxB`FPpjcrSW@Zq{a=%|CqBD}1;Alpm5piDe_sq}&D#*MlMG=2=sEMzln#{^5I;K(G
zH?}u-Jc4ztdmp1QyMSFKBlrs*?~*l!J#Nf#(rFQ5J`kZ)oM<W?h0VJd){3I~3A&|=
zb0cL$|MZ}ILFD<c-_w+kKo(+n+^&0mADDcoQ^37S;uN^J6<1I?1C2=|+HG+BdKf_V
zo1wQu41xMt!2#6x%)#bm?DYMnw;A;I!+JC=bAlwS0KhsP00_Xli*rdxKXgk8F&LUv
zYX7vi3HvpqZSHVqVQ5*zrqb}DVsND-UQ_%$7jjYza$w>g#h^0cAPh$ZJ_Q#*6iNm6
zae?Z@bPX)46ug|6XVbzg&YXY@iko7C>)5a$mu!5TVbCrH?gWJ;0C0tgePgF4k!L0e
z=Q1vYij7fn(||v*(?$d!F@}sVK9ryvT|`eU<d3XVUIx-emi?DmY!DA4>yT@dOh8uT
zWYTsp%UNtfI1O26E(={Cfu@kvl~y?m@*rzjw@TVpTUiG(t7yE#&2l@k3c3CJv-WTn
zfy4n%NphC$>YD8tpCj{4?M9xZ_f?b=ZtppWkLT8%HMB$gud^;sqz6+GVMukr%F>?=
zbCk+@RV??j#JMzUk8PJ5^t8_EQ>(Onp^_!IR#BI$a)I_H9Er0gFsoY8<?1~t&`^8I
z%u;4qH731g3)E?Qwif7Im+$Fe@Y&3oPOWZ>{VB69MulnrpbuNtjie}I8{%h4kSO5x
z49l7iWwE6H*3hO5I$LG!14I=Lx2U1j40;+3?J?V1v6vgr(2lYknTEDt(CuevN8uD?
zJLqJs0itsUJZZ8dSe9@&y<{zeqL6uX$eLObhX1w<XU(3;f=P#u+!fkh8Cg5BM1|=2
zq~}Cdzb8s+=Z36)2YI(2LY7b)g<^k!tZBd~U~devdfq5DV1b{LzgUNrwXi$YhY4+Z
z;nImsMb^sYtUK047cLs_r3>?%(C20?nNFUQ>ej-QCzPRuTOE&cmMsCBm=3xwWKEh}
z%JMMCnwPnV=?jo4u`a{?tT&x2NE+GaY5Sl(e6D&DX6t!+%d#-fV<>Fcg6HY1gynYD
z62_fnTUqDf$uNh`5=yQj#dtY$mdh|N&NHBcHo$p0FJY>ir}J!k);v;^G{wzahtf<{
z^Hh^GDb3T@F6+-cy_PW1%rgO)=9GEf8q4-EtMzQ+l(bUJYK1Og-ePBsJr}TzmhzOb
zZPKztnd=!e9?MhH|Igmr#mI4FYhp!_6v>h(Q4;kxKbjoP9Z}LUtGlYZtGhWPEy*TD
z@eWB*?ACDSuJ3BIs<OK4vbw5OKm3`!3-80iFkoZ%VGa1ge)7VA4L__O3>#Qu;e~(J
zez3hZY{LuK@IDx88!)^u;A_CfeK7o;h&YiES(#ax)lIRwCVED!%8C;wPM$a?BJ;%g
ziN8r_%?poYI_+gWxiGvipWA+9d2R?M{g|s_))OQ9KqWe6Wl_l;6P%~AY$(%QoU)j2
z8P5zKq%1P+K9;jk7F+CYF_)hF9b;}cS<8eyqU{=!wTi|1MgA*?@&n=1Bs#Ox-{<2C
z({qB)(R@W$bcnOn?cgj`{Tv+>$e$^JB1#%gw&K{Zf;<c;NvTh)jK0)Lszq5-Rp01%
zh@2}clu|vp<yRf;BJ-9`ye|3(Yk=w$9T|zHuW%|U4*4ceJVd)VbBoTYV~Dp=s)5~d
zqQffDQ8bC(DVX`BQPCA05vkL{bPkGAoE2KY*wf79plsbS5}-`BelzN5?nmcGbmZAV
z^dOFT6j47g_^8{gGqgw?q?JZ>jLtZ5Xj+L5P9y%Q-%(3kb&2SRnrf;onzX3xUa+r2
z$RZh`cJuBcw&I<W&U-8Jb7D|#zIJ``=DF=U4iUvcvFaU7xrXSBo{WFnWeI&-^N#_x
zeyz_95*yhSA(}Jpd4p7Df*;&UC)C^5_<TCz7q>&sd*F@gKZ*S}ou=kyG)dh14^}1y
zmS?rUx>5NRid=_Gn5S<zYELSs5lxGROP)3HYh?@RjUK^fJVAwQR{4(-mK)h_Tbm<6
zldU^9I_<W?90`(ai^MZxscb<JhtcR+L{l8=HhDfMtolQHX6Rqk7r*pQ>0;?OrN3CZ
zQtFmAN?(^YOAkuFEuAmDQF^m<u2d`iq;#S5i_+VrJEfOPKQ1*&-<JNxQnmD1>2&FX
z(qAiGE0LdxUwW<dQR%(Xt<tdc^U`H(DmO}hD?Ze7zGh#S)BZ!$>{WxIw%fReIPI2C
zHNH{gme<6?67#M?P!{I`TYF*i5eVSTOE&7O(*fnC%4#2?sxR74;(sq|(sch*4eV)W
z(0&?ob&|jgC<51zZxCd)?l+#1yAwI(r;l3B1=K{zFC+}Y0+x>Hjixxq+zW<#{%|i?
ztJczC&$PnuU>JUv4sov4L7ftK#bj{oY#aLp6_HCva~k#Au74rg&p?p*PqXUe{-~SY
z`(?_XKFXlr%)y|Kl`DfQFT-)6)!$Da<K*yJBfa&)DBM3lw)xNpUmu0t3}R0q!{jI(
z(<zj83e%fkMMkLJur1>f(!tIlV@c>g?u1X$Va|?wa6<>p=^#80X`iQ5!x@xMQT3c&
zisT!OWz|sG8|t}CL-sxY&h)&hNZcNyW}~8kw~%+_Dy|^DfCpNLSeZu(>V3Lp(XAqK
z{0%F&d!5m*qes?vCjjn-`%o3t|DB0u^J(q9iPo*4xfeZT8px%w84t`xpx_Up?%X_R
zSWlWCBtXF7@Lqo#-g!EF>qp5@7EA&uL&~PD?(@eJD6V6T4Z9Ee@SJ0o|1bdv$<^ss
z-UbYgs9S<-990IN<fm%C`5m60RqNycy4XDrFi9w!y{;qBaBm;=+ZCS4oBa|A3pBrs
zNmWE3`>xI@J9!JYM<Lx~Dst<A`RxfN(V@KRJ2{`?jRx}AX+?aVl#6@)URNXyOJx)u
z@Ni0G%*5nS_lM!Q)fbPx0nf)IwO>C7c{(QL>gzEj`EPfydnrmLX?+mFo-*t_W~sS2
z!H}pd;N%F~aPjPJ?{(T*q!M6|O<}lazIaYfxU{z@A`?i^kD!wr*g;xf)p1f%%(KkN
zR)nDFFyObM`zAk2vv8<6H|ce(Ol^puESI=sL~(bHWGFoMS`~(VV$dt!3=_-#c&T7p
zyVS&j@zZoTyJXLYseti=$aD&=Mbi+Nm^)c?@b+=)pvgXKAEm-u1|=mn=F~sfs%&lD
z-r1Sd7x?kXrf-1*&u9w55J-Z+@<!eOs?m^SYP=tyiZQpnY0!u^qbicwEAAmT*%mp(
zO}0h;Y=+`1cUvNrNMH#tcx;_|UlSY8L+oSsL%2I@`i-UCf|qNwVt^q777$Dx4XluC
z!})o{3kwV{m`FSVS8y{YWZJ-KQe|Ph*T<zI&X9QvMlYL8o*|+Zpt+`{Q6*L&=CPsL
zTn`dS5g-(M`yssV6<x+tPy_{=yq+q9aKrVaVtiMajD?oZ)64@@WABWbQQ3*fHSUSq
zCl5Of$zq_`No4|>$s;!7rWuWW*p)EOeM+qnZBGfeV;wIg(6NJ;3|cqGI($4~nAj1L
zAq{+(A!Ocs)HH@-81X=RE2O7cH9N+R!9dr87D<>68#VSU2DuUKS;q8ot9cBQfd2~w
zh3x%0(9Z(~*BJv2X1<M#afSk$0C9_)!8H@iu(~C1ghnF!*-&r72^15MX(Tfy*&In*
z$_y1V+EEb9N?DM=Inx<4fi3DpNKIYByue|C^(KMFouGjfkE(Z4J5}K1_5`LU?OO>q
zVLs6$+=OVp$>kWV{wQ1`%s7>=*$(@&Xi=Vau4T-dMW}I%Wz0(q<Y}j`IcGes*if-U
zDnkctIHUNAv8mWF)|HwP1K}1Pn#qhW*+DLG3PykY4ww^RV-tUtIq@z33AQSKFdFs`
zM#IniU)5Ln<>R?o8eda{<gzs8w-g?o_3wML=uNTMO*gkS9;e%-PLJ?>kzwz9RkZuN
z{VsAlrlWa9g6)lAwn>M&AfdjaYDvv(+p(H`{qY(sM>weK$$TcXVA|%fi&i_WV8_f*
zrtg%${0=NOkQDJ}EjG_>Md8u%FBTN=oG#5gQT$03T4cc>*~3q^c%F~ioLssyH5M81
z$y;uIxtx9oQ%rKtLOQ>MWBsJuzQQd|YMs<tQd@jAoi4T30Jz|TC6Z5Zc!1yRb(Q2(
zw9K)5(%LU*G|$EEse64_pNk2Q_`%paQOAnBPw}tn{6nLajVCeR`u7q*OjFSNiS33h
z=z|1+Nn=nFB{6GI(nyx$xtB0fQl{u6iYDz!KS;o48<vvBOLAvUBHXesCEa|?cJvd2
z8Y6HXUw2T<^bs2XK1>0djLiR0GNg6vkTPie+#v-le(+$jfh{c7IjKn!1H?Uw&AHPs
z6Ry3c&@z;1;7S@P?j@Zx(xg|kdG9<DEKhN>QPO~MSME=Y8A%E286tCZ<o5N^v<_C>
z)KqB8{{FLRxTCnJsi4tu%v2h{x+ss;rD-$(+DI!k6}c7HG?nToj_Icc9hMm%(cjjD
zqyol+9L<%(!iaMV^TZ+*VLXV@)O!md&Wr7!MRQrRAa#(UDXW&n%P`8BVsFD(zT_tT
zHdxFomkt>76*oC&W3+w4e{9TI3@-8o|9L79?49u(gXZ!jPvJ#|nkekj<cR?gKixF%
zzyO1p*e-08GF~K>CZgB@sFiZWl#Li%EX9ba6EVp6U6}lhfkx_Xu4pl!<l|RU<6|AH
zNmP$7ZyWPBkrE`KF*@-~XpD|LP0owJ=6KZj1VCKB&HYDU5J!xW!;q<BqCFw}eF8@;
zxZHfQ6F96AmgXacXq`OcGgkruG7%<jPO^kZ2n#n^DS%AZ2@`|N6OvHf*(5{)#ih+$
z9@KeCB{4L|)IkPJ2*oi4eM*9r-!o)v+G&OoOT2gRi--P2eOVm0VKzEgrneVi=Vuqy
z0@jbIuCzJaWT(H3=I~?9vJOr&tSgIogM8xBZH!ZVSXn+<UVn^NO?`T|bPGoNFW@jd
zT>7*^27CprLyWjLe`+7p+xND2uHCt#en0o%=CvDlZ&vmh!MUxk?*Hb&?OR{6w@i8K
z%WL;;-P{JqNwy2TwI@B#E6R<x(jRd0$<rdoBGb&HXLMkY6HEM!KeeW^`}oy%xUy1R
zTdviY>l@3pb{I6PYvEdTwYAyU41<l8b{K9n>g{&eUazjKtgWtZ2DPxh(b`xITFrWc
zYY1PhhQVedSgAGFYV}sN+1#uK4IpZ?R_d!^b1mEqH=2$5dKLXw*Q*=rwRSzM)!WNK
zxW2y9TIEQZtINS!b3Fu1vsG<W*V@a~_F8+b8mz1YtyZue*4Ne=&E@uTW4T^kYXreY
zSX-~QSDT=%8rG`J^Q&uBbgfq#o6Gg(YPGReYu4+yf%ST$8ibqpTwiVl_05%9ty*0P
zYOD2Nd9%H-yxy#XvdvmmaqMa%TwhyTTWPN}*Be2#)d*{w8?9iY+OC4W<+bK!Yh|<5
z+6Y^<dbQr%Y_wYK>RN5B8EiC{SHjf|#)I~7wccK7)K{uO5LQ=LRvH_iV>75X>l=;M
zYIQwqtbuc@%Ny<G`szxn*<4;<Ut4d7&2X*8{5i>DP+9s0j;_O{ZrER{G=oOaUE<h<
zrF2o6Oi4=gd4Kj-{`x=rzkl<e27mki`t3jd^q>5@fA!z^*B}3bPv3jJ@}GQj<=&tC
z-zWY@brUHcFX;rLwMn9e@X!yJcK4e8W~I7Zsrof=kV&ny8VcvU;5d1hdtqI^Yp~%V
zytbDfghQ0ZZSE~yyK(LQ&e9H?wfchxRBddj1vgs1hmuXBXWfwb(rOqSQyg-X72uiD
zlE&jL(hUFC&=ip<wpOW?%M_XCslO{8&aBF+UHo>%t5z%PWt46Vci}Nlzg_W;G)ZfD
z`&qAlFzgH^ZiKxZQBvFTjd0i;bcACRh(7Y%wt_#=Ke<!gmdjiHgJ%Ph_o(+3&rDNn
zBs(tOL9AbIsHaGB>H78!f5qSG1_;w)2%o}x6h@%Cy>;{6_RaG4h;#4i!2~aK`s4Do
zF>>t=bgLY|q^A63e;;u}yNp~yOiguMzCPad2jKzUrN!Ll?4~j#m+vBgN(NDB(rhLr
zq<qGZoo>q~KOCdeb_X#*VVQy*eepzNwq-r?ltri_MVd$bu6XMC=CY@sY%Y8HnFe3=
z(@eQcPg4k^BR5zc^NM%t%dO8olgod(-0lXu-ejWfvgfrT>Am8K{BR+%D??3Wmodeu
zaZeBVxkZ<DfT9*O6qFS4FCl*14|-!{RF*&P48~!(JVcG6W+>)n*rAv)Z!Zj5fc3l)
zSa(GLdmhqFi{H9^&MYl{o0_A#Tt=qs{eI7rAN~+QVIX!$$XcNw(MKhq-7!S!3a6H)
z?A`=Gdt+bdtQ49no(N5(riPf@R!G$qsPT%|K;WMD`Dfm0rMg+Ec^`e`{nA?_&_41|
z4}1i8Nk`z}6|5<}-TT1^#@U`A1VFLBt^4<>>*OCiM}`RZf;dvpdP;ASuB>Kx-xMVy
z{6^ETKrJ7K*Lu&O+QUp38js|hJOq=;z9Dc4TU&pS1p=3DfHt#0@bXLH*i#0>B;&oC
zwhH9-PDW?EaI?d-6s~0OFS_B=4(^bm>@k}uNEu3-WK)ohd!n9E(7hpK2ro~mbl$pl
zV<%-a!7c>zAen%&$_P&5=97oLjn${qL~utynbT8Xlrb6dkpe-oHBEYCj1rxiB#$D@
zse%mQsYoK0Hc#|afY-mU+qyqaQ<!_<E|M`k4(}jfZ-CV%c~EjjM+(VS*b?TQX+Vf9
zLKUnVeYx~ZC}V_8S$LB1-IuSAU_I?VX)qwV8+M5-N~VwoCDx2vsO_4j`Ygy{D_SX1
z#suiF^YyqtO5^*3p!cXovy*~=+V5qx3-&$4F1VFW@OBgF{ab_uPTk1OkC*)9o5#aL
zuN8Drn=@O)$swL1Sih7(x5>zaX>eP);H7|oB%E78U1XMzbf_<a{SGpkq|i;bCUb?L
zOh7V{Zx9XGL_i*He#)}(Yeetror92d+8#Yoe2lG%HlNMPMy2|R8f9|hAzH3AXaf<8
z&#;_;0toOj$T+MmkoLb=G=3RRe2qaccm_-$1QH&p$(4ysmw?*hq2c4n=L|U{c0Qku
zgRswGxEnXV+S<9fy+edf+pZ_K<S4YC?lbmx*%Lwi$t@JlAA<*X@s3gvTY9YNvKK|-
zC*q@L11qRM5o#g`KN(8L^CvbdlVWlk$K@xsazuV&qlm?i-8ML~T&Y(!5<4I`Kk;`N
zmY>oj0`e2vq;GIy6N2y)e~*XXrvN=oTHP;u6mp;31Eg@UeF}gIvrlXts{ng6;w`XG
znJxCI5DChg;L#cnQWaP}6MJ$amr}?EQWZk7fo|euAWV85yR1p6h!dl1G&ugoqipi7
zYha?yEgR9@;8`P?>-y#&h}Aeq7A_5i6Qt~sC_*+HLhk9=Fk&0Y29X6zvSD=fl3ZZA
zlt~_F1e&8>F;>$&!0Mzk52y;g%mZp?BG1#~9=(<X-9of;oM9gP(Gg@GXgucZP7z8u
zfuep&9*jv&HB<W0qLTw8du`}9$D+&>$pbAjm77lkGDi$6NuFHE!{x(axOp7{jr0LK
z1On|Kb_g80PRn6%aOitc95LSm=}vJ-B<yQ(NHqFr{E&FyrEy3MF&B<QVzc}^3ggnz
z?lbm;XUL2_Wu=%IJHzLsXwMsAcN8F!x58hFA~4J^!^(|L{{ZD?VVg@?YSY)9n5RZj
zGGuqt8)P;NTYdN%Ba_FqUJDi~JR+t&Sf$^Iy;D*e$4)b4)z6Q_s7O=v#$xnn7uZAM
zv1-*E5|=Dob4VmY1P+N~=B*~iWR-F7kksg6H;2SyRlYeaE)-s^-5%aXDm{7tNqdCP
zE!lWL@Ar16JS67Eh5|W7?@u_H8P#%T>aRWaX6hZQqca;0Ra9rD&PIiunfjalhBF~B
zYVXX{U%OP!)LXhb&ek=2GJ-j-@cJ&KE_#ERvA<EgXC~?+7tPtaoBo?KVaRy(PS<(M
z&wOUhv#}^g`Jy*rA<<s+hr$xM*dGebukRM^Zg`L54du)JAjR5{J~0Lc_^}^i{F&cM
z3<|KZC=d8U5CZr3qP>&M0u>oLb0nx{d!9_B3T!?Sl4f}MOQZ)DNQCPg2}wXju{=kD
zO9uKJ391?7i32H((ndu|VH6yTIct9rs5yIQisGELw<?D;bNBu(9M10c$+;<Z{((za
zw=)(sRlw$kER-~BcaA=twLg_mnzgSCYn`>XF0M2y0;;q$Yu|X;rCIS<fxELJF`{~B
zMll|=iklQzfpw{-S%+5<$Fp|-3MP@=F^=$Oo=;WLX;uQPc<7mtAfN4{@vOZ?;ip+U
za~O8f{u~ReN<z)tUF4CTwYQEio)v+PiJldK5imU~ikZz{JO%W^QCR%Bvp8c_DFA1_
zgD5_|C<=KRI*bLo&5Fg0ge!_e8dqhq`wExBx%s%bImt5gQ%G@9N^Ar&-uQ4hI2ieG
zSU6Joa9C6r^C6MIA?R=z%m8R$l0HrBF+qN}`pjRJk4hd*`BhY`5>rz^5gnuJP2~WE
zznv&Pl>?MW&H+YlmN~$L2`vX)RIn-sFvkh!02TGB^1{g!$9bTi?Kk>xzMBRri&o*)
z7B$22!P1IK?rQNr!&8M^d<Xq*h5Y4GR%|U%3RGmjnTAzY!paRO6QgH?OB-x9jH-T>
z3kV*4dEsh#0Y%NN>A*R-2ty6If2(R-*(ezn*?{u_>a4&y!Bx?&e9)9jI5%XnpP^pt
z_|8OauY5>Vp|5<vs_IuhV3FN8ALt*fWW(vAUa~k?USO+ISk6v4WKE{D;u>PvcqOce
z(rJ#Stwj<z^Q?~-7zrv$jpZR=s`5&F$cZG2kmbQCDw4?vB44Eb@>Fy-I>()Uu_I50
z+QeOV0i@isRj3V}gjnnG6%WA{qb8O=e>iG&`hK-SAvu;iGIfBD@MK0`02X!zp5npV
zd?8-9X->3wnMPr%#Hpj8NsE)>0{*O&9XGv2<;Bea5E*eZ+M`^!0NNY+DzFQ6CJ-NW
zg(XIa4*>QN!sN?1OF^IpK>9m0Pd?^Ju~l-XlglO2qw@yDOEBewmi3tO!KOb;Oc0?e
zHBG@QZS<;aQ%+c};glB~PQP5xsX!N5-6>}WQE?+5tXcOdZx1d4l@DH3gvtjj%0uM@
zecB9Vq(VM;_{@qNE>t)wUk_PDDjzHyA;PCQL1lfZe83q`mywJsu}$^xo`4iDEnJ2w
zA0fIXRX%Wephx9la>AR{s`7RD8l|gpLPmA0@^#Qft@44V`MXc>-6(gJ6Z3bv_EpXf
zqH1MM*px%k39_j~Rz8&JegP9mMJ<UbSal_>DR8+Rs0}LOHMa5(k?m}jID}4uIc1dm
z9>>uzu|BFUSFwRIy^>Rh%0BK-??x_9)7FL9U8NmWrw)?GEjhKbWm}xaNv`Xa7f#jx
z$^nioi(HLzK+4KsIRL3l*fg+gFKUBn5-`nadIB)b%{c;8aV@&E*c3`FFP@1yV?{b=
zIA=uES;HYtSX3Y@G74T#jdEl~dS)2zQs@(f%8CpT#V!}=B}$kT=^%E9Y0A&xL}qcb
zX@kHl)$aD63@bP(n!36e9(-omvngZnac;UlMKl=^Y^wXjB(RYXJ0~fb?g^6vOgjmm
z?2&cyJPFMe)pAlV(_iNVHfpWq?2&nD8xhZkd}0yE^G?YfjFN0qDB>QvK3h(BD%O@0
zH2r*Y@=kRbx16|f{7E(43P5L@awjRG5mGI*$>6H=TLGfdEv3mLq?k(+fpx0yob;qe
zJxrok$G<r-!&hzE`pV)ctIFlXn``A}%tfA{bRR0Go0Aw-iEb*iQI>8BY_XH=Xp*cu
zO+Cm?g%{Q9rjTY2k$Fs=HV);nE;NcY=9He374PEaY8>ft$t{5^ZnsV{TTjn9kz{CQ
z3+z-IXo?jyqLf%E?V)xuENS0OFp!HRUy+F(zKMk5Ip6QWK%{NBEb{dcY58xQvwNWv
zEW3)_!`!i`{c~jZD-cbdB&Zt}t@-a&P8$9drfxx~d8fKrKqSqrwjC0$#04nGBgXO5
zmuZJDInQ45AH8JdB+1M=VshGK5INpHhcgh7!dOged@z*_ByqOIRAioO2#Bc%8v-i(
zWFs2Ntf7-gu>s020+~+S3GnGJ8HvEDZy5>D(_S+Yx@5j*B*165E+;@w_wr5XH0@m`
zp-a}wOal0HuhpbZ>0YV{(3!6&27GP{XG))GDIt=(Wu$;e?vQO7P41Iz8#VgybE2#k
zG)?aqI@@tH0X?1on&Sb2kebPsw}dX~?_LSO+1|7X9j1BDCUlwVubR*&+fCT$kP-u=
zir`F}m&D!~aaPj?&M@6g>zWovHLYKoF?w1*%t~6ERF1BxaZ%IyX2d~F>zWq#Wc0JF
zqFD*_E}NBVtX|o%plM^lnkv##P7^q5sO(tJw4rdCnU%;Xty@YgrvYxgWu?A6rgq5i
zdQR<=`TCgJE7PkvwO5uGb9$$=SJl)WF)wBN@sXZZjh>jwemgtmS2A?=VOMgWDY2|6
zol=fv4d~e6SVm%^^iG*ae(BwEvmr)fjx{sZBhLw5I-QngO<N+Os!=&1)6Tq1dgSR?
z+M$;LDRK&AXF`ZW=Uy=d?o4;`IO?f6A>tjlAk{S12~sjrHpKB7XEeD`Pf3apN54Ha
z2|~O_x^sg8nKPl$M33BhRUj6~7=(LGjr}qD6iN|g^h>v-o{*(@Pn_UtEm7qZt`Tw)
zPNwSD_l<HP75qFtSi+GjRRB={XUHM-;1SmYTAG9hz>-X`&s_;#m0XDipYhwKIiRdH
zlU&vXMoFKlXZT^Gxw^i-%2jken;8M!j-vVyNRU@HcI$sGFGW$;BN_i%-f<^bxdckW
zry<J(-_OlMAzbS8n%!|LRM`If?8t^lb;@X%wyi^=TSEF~h3n9$P!vL;`tk^<TG|`!
zcb^l!L&#Y;68y4P9lm<$#49{8rz+k4F8_Wi`u&7|;w>A7Yn<_~^m(#WI#oI!t1NB;
zq<>cnqX2kUft8~K+JyT8*3Orhwo>W+ubYpy_L`6UTBW*Hp#oC%<>h8$V};k2(rJ-l
zo2s9`TsmvkB79Rc_{){G%6etluPrZg6)p6k+}kwVN%WGdwIJs$`W<5-1-D;A&9N|C
z;gVt{QF5<TI$e4j9gL;@%?9Ga{MAZr8T2jt8^H!wMJv5QO;%2BS&{vu+5dyaP=X9c
zgWfL1AYk}qKWMM6HP+WRnVaP(cz`Gt6A<y~y{Hv;Tm`p)qJ<h~x_cB{K;6&M?@{-+
zqE>Xr0*<cS^Nop=;nefh(yn<E9}1wo;hsO-TdUTHhAMKr(~Z<?o9&gA4OZpS8D*&_
zR=f;M1}iVBCNO~}d)Z%KjryH~mp_u}qk0SVJXJbZIu+f(JGv2lSCF87#b0Ty>ATk@
z4&|U0|KH}*0Wm63yk1+@Y(I^4_xcxf$7e92$+9kf$9*C<xnFOt2P?q}S9>d+L`(%q
z*C{F|77_Uxeui+ZkQ6sJ^m6&~fryhK(&)a<L>=CeEg+0;s_s+CIGz?R$w=MKlrEZV
zd|Mr9pkJK|#Vq@q^+0cds#2q5qD9|ZgI;T2@UQAG2aVcVu%bozBr>4Wy`05uosKBH
zh@VMfAhN4Ix-?c+S2XV~#IvIlPu>L*W6D2>!;to25<v87yRC;mMb%KKyQmZwjsH6R
zPKyJ08dk$q=8mWYNw;_&eT*r%K!+^EPmJQXs*!%YIuiLbWym-6I73541HEsyi)p7J
ztF87L4|xt5okIUHiYHL_m(krA_u^>aKYoIKYv{GMy1ceo-PB9i*|EykF6Z(!t7Gq=
zJCYN*g0*E8<qO+-DtQgfu}m_R8LJ|LWG#XWld<SANX~VQ!KbcZ44Ac6F-(Ewh`VI2
zJq$EunPIT(C555h%2+`dCS}Rs=Bx#RVX{{PhRV`?hRIZR2Fj_>44$UI+@7ki3@}|W
z88TA`HBgqmF;L1UtK-y%mUJb|(7kk(%cp766f8rp@~cyp7G*0>rp{!jO0tGzC`P6}
zWT-)w^yd@$6j@Ib@u`xXCD0d><e0a!cZbd1sNKYNM2||#esdG$euGVZ<eSp0rJvE2
zho~!twA$?s9`a6zM>B51<}3a_6hY<JpN&FkqN!Y`+IHcfvTbx#usMg%kMeaH(LVD?
zDgA#c(C**?q;e<t?Xx4er2-fwub9oRbx<8;7Zm`9@YU(^lO?z6=a4k8(~9#+6M2H)
z0U6sFRcTZ8;g6r;gwlH)^t>CLKYHZ-@^Phw&kA0EuI?fZw_8EL_U8)rRTGr^t514z
zD&a}{41LP4=kU&@zP>^)F7#^|_XOFJUr*ALx%_%M`g#U9)UO&tx%3J>mk9*)2E~6L
zQ*qCsUFZ>{<96sSmQ4BPF5(l0fPDQ_kx$i`-h=fs@a4QXDyUCsjP4_{zkwtb9!ic5
zP+=Gn(DKGZs*)Me>-G90kqKLNJpD*&O{8@ndU#oQ+(Ge86x$3vWRC()Q5Dm>6hU38
zc+rId8ltvUSPlk_4jzqBQWHcpJ5*=a1J}GE%29`2*v6VbYeU7`*$bahk4bXNzf`4F
z!(Qb{=TQfx+ByLhKwqM(rD))9`DT)C@bgL;Lx@6Up)NoIe&EIeWDC%gcvqX=l`GyQ
z@*RN2T)HaA4Mb^8zq*W+00$`l)*F?th75P<YQ?)|jVZZ=!hK*oz)_uZ)F=LxFTuA;
z)m*%!_;kg)dZ|6=@AH6O)BDuJK$rf~U%KRlS1YJUjPiKs9gIB89=P@-yaYbUsf0oi
zsh4N~J<(#Sm{7VvRZux|Lrh56yEO7fgK?MmJuy2K@3u#)1?C7So2Z9?I=4U}=e*yx
zaF+q1IfZUuWqXXeIW&vi5XKEqPh6)+doPFz*?GWYijRjVe4uL3T|r8*Qiu_Q!EQJr
z*n<ESno&<OfnL5b%J@LCO{~O}dGG`qjH%kJCzAjO3G;#$basR~tHUy7a8XRW#08x$
zd2Lkw6;)+P6p80o%H>ZnyK!pwk(ntHU%@I-6%~b!DjuWLwDm&JA#M<*V5xX2z_d1A
z`uQdA$zG?q=k3vrgXt)~I2KbLdY5*atxLoLV#p;-A}UM5#&L<HvV5r(_UNv~FJSej
z6J!p9cIXAWVE=HWsi9;Q-rgAV$}%#nPz`Hbic&mR%2%slb(#N!nDZ?`AD(o&T@OZ)
zt~WmLP%%>JGHG>l5DfRcXDFvz#<H=C`kvOp@C4P)p>9JO7p9u91?GPK`R5RppyhpN
zj`<-C8fkVJ<|>0CF(ut$9~mXU6}gm*hg6Umi~@r(vs7SrQYD8Ve&XK2^72(F#VGi6
zX?WH9xZ8PzO1wg`KJmbqtCuLkOB^7Y?Kk>kluN|)47^LS@sqOPPSAZ4JR6ccH&BrS
zr9M%dPtZD&B2B4ADr&7hMUM%3;g?^^Pf?8cu~;p+rH1{Lw^-WR#NVNxaSA_C(9Wa=
zpO+7&=j3qER5bC<{U&NlSJc9avQ+yA0q>BfMJ|u{E$B@*-f*(?PHCg`F#hv%zUFB@
zElNJC!QMsr>>dic3{bU?)Z3Tt*F)9(L;vA^XGp81Y{i=LDC~Brz#l*N9hT~{LLe;O
zXU>4xr^SO5iREb+@bD*oyI>5&lT>;cM|OA|pk61$bKD8^I)Mka=ug8MHf;(23VNIr
z@GyeuzX(1uQ%m?W!2FVc#}lCb)9`F+Cg7Jq`sor8L-x|>PXnI?C-<m4YA)zEX%D3*
zZXBhcrtD~Me<=IW`wx*M43&BqJ<7R*L1({1RfOdo(1WbxkUpM4Ck;MfLZx0OORuY5
zCrj_^A&g$aTKcl2hpf=@uEm4A>@V<xNIC$C{`9EPPs!gH5HGaDkv}wFtX_&}N8d99
z0H<{Bkc{s8|CQ+hqlUa<Oi+=!SWG}Z=O36_YneFgm@IC_`I{20NF;b*dG;kV+8kCl
zE1gdVFcdulC=#SBpnW`&H21>hBLLabrs+8?5>bhEs63$LpKgCewEH64lo%>;^|&CR
zqMTDxL5C)7;ssT+OOGvdQ()3<_@bN5AL%<cTxh^k8>egOx^`AT%(1ea76is`kgw-X
z+fMpl=>uaXa>h^AD6yfY&;7Y3Hj;3FS7-r477hMmF(?@(nsh|mi$72BvnZoEC*S+9
zcQFWmo&;9$_tu^)DPK_!81zD}nof)Nb;hNBEM;_HkP}P%jX(9Q^UYpuhbt@9wdGoU
zxxTSnYllIzx)!cgS6eVqhQY>4I}A4(^>#aKuUA)A)>hXygIZYMXl<+pt!BN!Cx&>#
z2{s$SO0Bt8tGBAn=4Lf$08yj0QeO?5YvE?N(QMS$tLVSFUfo!)wd-N6-d+yE_4Sq3
zDo_2@<zTJ39s;J>sy3=??d58Ft-V$a;2qFv1?ypbZLQH<ZZ9{M>(#YJ5Nw3C^=f;y
z3EHY*t;#mlt7}zstydeH%k|}IwXs%f*6X-|^?CzGdYkxM$7y|ibEQ_RR#$@BYCTxq
zY;P>DH|wBmv&M&oR~zB_+S=Mmd!@PF2&%0{Slira1sm0N74$8yH8)!;o2}MH*s9g5
z_2y=y)oNGQYHQ74qq)2iuJRf6RkVkz_4Z1mzETZ>u)4akLdVNsN4;6!XtY+V>tSOJ
zoLgPqXfM}SS6a>H^7{JPdOK`}Yc=N2Nfv|3q+bn8K#%BEd?{U&3~{Elj!yNX7ZC5Q
ze`o9O{hR;RNB`)%zwzLI{qTSJ*WNqb-u|cm_J97L{TKgW<rn|kPY3V)S1d)zpV1Ro
zZIZTR4>m<{rPWX<=LH8He9ONX?uEPFHQ4YFuj)$=U^of}&Ap{-H?G~^S=vF`mj2*D
zXLoP3)IuF?zZX71LdR~nr1;WmkXxedSLi4!z%!*RZ}`1n9|j2fFWTG7lzbT5fCZrr
zYYfvt)LbjWajAbW><pvdJg<;}xC|38_8*aJ@CrPUkJ?b|B^e_Nn~FW}sEoxPS)`B9
zT<m!>8H_zxmWrE<J+Fc(I#Rna&CgL<j*(4Zs_j_b2F=4!8IY5uOxeZ@n~;$sHm?y`
z-pY|$l07nY9+@o}f@WKjnc}$Rdq$Ho<li*#&Sq5h=rk&iSy>XF&$jG&G3zql`L!c8
zF@pg|W@PrH5k8lhxm@1s?}rC?&@$KlyoZYA#&{RD=mSKfMSDly&gxXNj1mfXbg;(v
zu5aI1;Rc^vESWlWd|VF3qrLusf0bLIc`#h2HDQGRLIcPINI7IKHv?Ga;3jIKCL26%
z6+Q<(+2*6BZE;|ZK8>L3+uQEvpTWg%xs3DuLBN@&=|;dO{rXfU0}>3ibnHO8ChXDP
zXP<4r?^5I+{Nq0sR~wa8itSNXRrpKlOL%8iM1cd*xCuYX4Wn(<x~f;|Mw^LL27efh
z<N;hRtMu43y~7T9&U$+|i2+!|1Dq-2y4wfS!~;j(si(u}a=G0NcExF8<a+>Y=97f?
z4bCR%6o>7l(nA3!e&XE#KZAcb9m2s5L+tJ!2qf)b+#Si8`XcC}G#<pMK}XGKrGqV;
zB$Cy8Of!O?JXxhB)5jzN+t!AZ=(j9ajxxZkgyC|?$@2$+P8>c&T_8d-BcdYoIu2d$
z2P3@et5Rh*@Yer0Bq7~_bdnKTpxL1lP8_O@_MQ<kdiL&%2Q*eyac+PXD}Rin3_s$0
zR;pF>@8_SbR@UU@M<02=gx9*Pu5sCuX8Q<|zJ31LGW>(;m1WN(=;g|$APc~7<iXBF
zXK?zDfFar&m6`&st|;ipYOjF>Y9Ovu8MP351hFa?@CXv$NE27_KSc-JniXa?*_+U*
zz${;p#a?2j2Wv$J6kcK0W_klP-683#W(QUWYQ`~T2)7$7JH9fO(666=1|0;=04L_b
z;aDsJ0{ZEQAk06anq0&6Ev|_5f{^I`Bm*7j3C8*uvVajl%_o8cTL9$L(_B~AsFUbM
zy81EmKx(1v8y6oaA}U>VTE1Kqsh>YYB?rv*5JEr*LsG{X@S09ak}!=afeHyt%K^qR
zZ~T`Vl5(k#hIV<BJ&`8jOL;05?`Uw$_i0&zhS2>D@c;^Mi3U`S9uf~az(JlY;xrjL
z?r+deKsStT#uC{L8m4`W-j2n8{u0jdcf)T7;df&w%5Z6=wkZ?RS~{F^(&uFy@zEXG
z8G>kq#K|ar&(6Ulwkm%(hKUjKYMtAlZ?q%OUD97ddZ?tK2^IR&X6;+ApVT1p5oOag
z)4GNcN$=#M#TR-}Qa?nIMFdTMN+)^EGv2tV71_nK0iUkvkMvS&IhD7NKdXP`T7y+g
zjcA-JXb3EcR%>*gK-lB0CI!^Wq*9zixhyQ`l-eJz2ljCQhM0K@1uh_%oI}wv^CW&n
z#M>*A;Dp?o#MjGkDN#0W!E6LbsNapbQ5L~PiKopUW|`@wn?EKp8I2KJduUWqm@J!O
zXNa&pLMm<<md;9M$Z`sAlA~>Zbp&W*F}L{xcvC1%ioCsjSULq#BmVY?5JpkB_l}H0
zGZy#xU_G>49;>)qcGQ_6+*P>&&_T{QIQ;0Np;GBBxltqFU;|Ik2oG&Vk?e+V0QLO-
z0$bTTh};N@1fpt3p@fd_AOyD2MZBJjU#+b+HgWzI@T!>LH6)!F;Ni{(X{FK+d!t=A
z7VYA_Z+{3}%ZRP4H^a^4MzGG9B0nPPStd`22*EoCgZ<HCa2s|3gm+Y1I23F}!ITqD
zMc-dsCQDZ-J(`K{FjHt4Xj)Jc!<90kn>0*T@RA0aGQ$j)XAT*5%5*VUz91upE~P{p
z>GqT_JVWUdl%dSirXyn(vY4OE^Bk<s=5Rj7#`($W_U;f7y8BO|Z4{(k^*2_UoAtVm
zES}P=XMxe31-i~?zw?yzn&QFv^p-#0*?tC-*?#2#9J2fSm2CpQOW^7+=YZL0-b)^2
zg^&G9rJTb|M<mJS+kc%5TyStD+g|5sI8Zmm&3ctgg*&f$B=C`te5IN-qLgr^55MY$
zyWTAviNOZv{j!g%%C5Y+il~%IyTj2;jF3O4MKGygrd$zBI@-yKV3O`cWf|Mf!^S>+
z!%DF?Zcz9Y+%SZzFx*v_SjaNsl0MCcAr_T%@e8~pdqOBjWXJUGKe%^G(st^`eTp1W
zrkVKBD-6Ia%F2M;fLnd1S1#WgKlAP&&R`TG=H#;X`-2LqDEG&^-kmVGEKZQO_6BfQ
zz)6AkB?29~{eG+Bq3Gvor7WlsH!G<*5Czy|T4xn6;q8VvVxSNUL`mH4dG{&RI6{zM
z?J9#PvRxA{@7mT~G?UF%*oK0xx78;<ZM=vhE}`dr)%YXCJa}IXDBdY-m4Sy&vP95|
z)TW_#2ZrA<xx{!Mc}NC|a}$AU=zaXvSNFH?APl9t`U!%Kw(edoBjK3$8+d74_U`@W
zviHsQwaeb>+KRurUaNRFzPf!yhD}k>TC3j?;Zm@^R;#OPOSL*&j5b#)@^kHT8KZL$
z93UV@+U6S~Dhlo$i0{Br3ArzOOU(Wy5hNo;L~w1XoXIw@2%$@e@PTCmwxu=%;EK2D
z)mLGj8R1l!u!o~ga|wo5+;F$t2O;Xdi6jX)<ar2Nh;%WCq0k|ik{}Gi8V7s0M>$wq
z!2qE@6x@cH2UY>(3G)`%d7}dp-~a)pB93MU{l8hRQaA~)i4&hFM6BOKpp*=@qPa$Z
z5Nvm!2)QEi4`7c+kev+f30g4d!MrFq^kIneqGzq(*@qO>1mn@Txkte-cTvVQ^tOUQ
zw;!<=VKIoGk%HIxEySY*V?XGpNFiti0$27RN{Dr#NFqrjjFE_C0y7|#2#~^Ej=RC&
zvInZZ{dTz5A9q_6-lwCgD6~oDYJuDxAmE7NR)!(6{B~frGNQAF-+p@;rle*7vLmho
z6vj#j^H4-&nTi5)FwB_bAOJq}DblaiX$sLOe@r~XN=-)r?Qu`UzDY=ghjqYN7?TmL
z6SkzLirE`CF~|@H9$tSuLL}6%JRDP?AYn(WkUsSmx<?jks2rk@FxTNH?8*3=RH@5|
z#iDJHS3fNAdaKB{VdmYSfLCMY(bOmZ{+54Z`~IEVJ9lsYg>P@)yS?-6)@SUt7weJx
zl2M=CR`WQeC&RzlgzgP}n)DDBht8<dOzFv7GNNnBFem$D2G`Lv40M5xs4CZi+K#sQ
zVe;bwLUXK;RY8LBo{~b+_w+OK>PX${nNu=$23M!CP0J7u6*{Btjz`z|kYu>VlpvL9
ztPy#g0CZM``cc%7?Ii!oO&J6@oM%sQTJSmGY2ua_TY%VC{PdT|?K+Y|L19iZhKJ{u
zn4%?Uid(sU5{5MDK7y<EmBHxO#3K`yb)RR#7NWDXqaGUxVx4^XE>^;?x72->!C%_!
zu{j!dF8Pwmm^kEfzGga(bcy2Vx1*CV3VN2FIwA<}1O?iusJ6t&n%DM&(Vnj#7f8s-
z_ge<4QSa!FIZ(<W#jlaD`fWUPhZKn{(ITKwk;0Y@LaxzXwEM`IASMVQJW$6Jf+8B_
zxAXh-+}EVXKL4PD-)xmR&yUylJ8tET^RDPMPv4R11uqjvznosMM8g+W6k9r8kECOz
z=H#QOJjCITnS8vdx7$`HL?&Ilx8ja$33(N-w6e*GM|`@AUh8KpGw%MJKiZ>26(NUg
zo%P`p3v*=ZgJ{8Fc`KCJXK9b2@N4mbPfoK$NLhTR#oZc5XL8G$5<kx;UShvBsn-K?
zR#8Gnaq^kZoi9ssMmn|}d-l0e+m~qM9f&wUvFY+-ip7wZABz;Q681Gk-U-CRM}PWW
zqMziq3tG!)&mS+-ySc4nqO>6lMbNN#=kM#9sehYj94?91_$5Ve>N`AlIxRY-k(&Fx
ziP4GZeaWXZoJaBdi_yk3%8?@t=^5bv_*-G31eh%&Z;(wRYIloq8YA=m{$i$IkNP5C
zvyByLPrPYQNZVV{nk6BeyycavG&nu;-|ObjqaOa{V#0ePegBQKfQi8SI*hwGGwb&z
zB<}2W@+_TaF%wRy@mu5T+?yPCcwV2pi5}@IDrZTUB1IGSm??RZqQn#P`rOB}RF;7Y
zaAT(<AA4thRmO6mn4gng=GUyB&qaE9`I#cUNAX(0_k9}g7Q2)e%@&ojI5pf2=TJ<r
zmWw|tSI*>l98XW$d7Q$6H%W%nzr3I?OvjNfhc7^&n0-2>4$s)D`@ti`e~ovCmEoR(
zdX?VCV!ts0-ET{zV1;i)WuGk%=N{a=cH{0%{NU2@xO6<<V>%vfupt|ibUtLo_5QuT
z_h0{`fAzon|E~Va|IFX`5B}OO{^vja`+xs0zx?vQ@|)2g)c)Z7pZ>p%0~YM$&v{9t
za};#Als5%Z-Y9XHL!K$ge*aIBg8xy^sGOLjM|tO_r05YYz=_FtlKdj$Id^9AkCfRg
z4&x;0d53h9L}>gW93?$+xjdAsBvRo_bCy(zgL1h`N{;TpvF$KElgMRa`q0T7H0*8%
z&%B~ulVI{xze!2?(K=5eQ4*eFj>LTu*?Er6ffDh~xm_qFU!IE}C4yOx#*@<Xj>eY~
z(ct;LDJiE$V(u1y#oy|ZgD3+e=5R?$(K6j}K5x#Mbbs~4951#<XjZltdMq!Vv?a>n
zQY>kUne1gEX^V*OR=HoOC|z0Qn?dbU!Euo>#C%0Sc(i^yU|^N!MJA^KfcYwdOY<#6
z<!p&XSpaAvY0K{ikArQI5l(nJ!x?Oah(!$NIOwVbI!I7Lc_37Pe@d>F*~9-66CF^p
z1Ld8Hp%W9qBzvO*+Vhf|aA#;u$nO&Ocg?^doLvbGQbe@I`v;&A^-;v79RnY4wNpa0
z54z*sPVciDK(R$dD17w`rGD}F*DHh^F&_I}8qvltXhd!VPX8kEfQXWcA`yv^^F`-c
zNywQ3EJ(Q_l7_^DMdsdU9vno;X#5*r-QT%=_xAS98{fkFd8PIlvJZ({e;9hLJ{2T+
z0$+CW?{0+$RC@#g6I6=vGCbH(rK8t*O3vy?e7{oT)IdXtfLGVf=n~Zz>W)QJiL92Q
zp2dV~y^-vp)enalQudF=Lwb)f9Qu3D5Cwo*Bk~40naUpx6K~7*=SC)w-`|$Ert_8<
zc}X~(N{lr&4)}!A(Da9{{o%(?I&ffrqK2oRn=089<(U#*+<;I%+}tzlqVLD(+#f#u
zgz`$^Yo|Z_gekC)C@iKgxFWzqH5KJ7hr!szJQ_qLc}XOS=FFl>a|DB%vH>xOyTyNX
z_x`mV@PQD=rB{fBNV`EIyCOsuX?c*x=4i56C2T4(mz6kH5V<v?(-BaZGpoi?E^>kr
z3_Y2TgU@Ern5y%FtH`UNT{2~w5t(dBrg7qgBzEo%sus)HicrN};gQZ6>Vi)r)ur~`
zz${X-5}8>_j!`$Wl|)v1^qeb>nr8-}Z5mgTxnbmG5%%U6c$4<-I4MDF_y&pgc1N0+
zu-nbZ5b?+%a}9AM!i!-F5kfo3BqxkG2((YTPvIs&JQ7P&lA>tcFcU5DkJ68R-dM0h
z%)u!L=(2?YKX{(>mKR?mS9#hTrt!*LdI*vHqXi;LhZf~Mia5)V^hr-7NnEx)$GHdL
zUJ=>T<l@7b)|ma`CMZpt=^t)(M%Fr&XDv!{XG2TRaJkMQO`Fbgw^}ym+j8{9s4rlx
zOPBa<6)G+~&~wbA=3eR@!j*Y`Z&El?&w87D@4oiP1*U16e9qan9{7b63Re_QJD_^(
zd5SS7-+|I6*mMz2yYT>-!kbF;DIFS;6w;MUQOFq^>D>VcM2a<?RZYr%a*9XwCZYNu
zi7!QX5&}b!)uY_(4;BK!vQGXeT|vbl;_0JGYAKT?A`sfvOFf;$Jh(K1P&`5Z6pzi_
zPH+5FJ~xYXjb1OVz#u9Tj?Vv-@8Eu<$0}~gcyo|!5i8z=7bzfRQd^l%wL=+g1*Bxm
zwB?<IL%o3e4UxqZ7_@M#sae7kJJEo!XttP}tBCDn3CMX@tqHGB&^(P%(ax5(n<esw
zf5dVi9vhAUcj6?=XNqb3iDylX3k;mk>GbG#FYjMwLYe&O$db{_l=m+M)%TqDZz>h}
z^Zuoy3ZF)~$<*Ox{=9$bXkja9cE`F#WB$B<DJTz@_b&_SOnLt@5zdnLFB2iG<Fn=c
zD}wdVigv8>{;@xjaL%K&1#eSy4SRo-vJ$p&SP^;I6-lJWLuTPt8d%Co55_QQpFB=_
zO0!JtCx;_Ao1Vn2Maj6Lp)R1+uOZ(b<^Ec2uC}8l@olo5c&gJ-G4$K|S?sE^P#Oi-
z7>GaXoSKOWq+1E7xBKnU6Xa?67BvfcLoP-B?S6=Q*6}d+A2YDGV*-134d4_1Q6|u3
zvf6L&+(l9vN^pY=+Q?`lN2Nm}@<T@Y8Kg)OX|?xZGnNUDWU+3t$xtHWu#JQw<U#;U
zlw_v7L>AcoFlcm;+w9qru<tL4RR5Gs=-Co=7b%A>tHeFj5ml+ZCTMs9kkB02APRYW
zs3U=)cC*S*BM0OBLO36g#*nhnPdw_4qQNeUTtsx7AkLpC`3>d4X@!V_?}}U5>pv+|
zootIGC;}jI{ZNUO(KEUW%Jc)Go*hsMBV@~=d_IJ!NiSd`-;prPh^#~cZyHCV^h2oS
zfFj&r{-wLW4hENooH6H>EuM@fOM-{ucpKH_Fx*^iHfqg{jpj--Sgtlul&)FdtcRg|
z0E5_Z?BY8>G8*)|NdLk!TLJS~Fn^rfT-muc7z8|O>4P+=>tBz<F?s8XzaOQ6(Q)Wh
zAi8-5N+ru0?}usQZHGF)P%4Zu+8c}qiJ*d($sS%!H5a!<$|VXXO9J~tGf6It2IB*f
zTwWIYSi*u~RAUpDm5TUyx>5hOzUt#_$R|^Sf=^ken5M-Y?9NfLQHj*r@BNj7N4tZ5
zfAm+Ez;&4~c`DykXJ+}EUv8&N3JdPEPrb7Rq+duuxmH<6!q?jJGAC+G-}9#7j<++_
z&t_mJSfsf`&u)fT(it{MEegB9jIb1E2>pN^u7zHY6h%zPm-ZaYJ_aLPDtKqy@8a-T
z1H4~{Ep62g8nwpC>dK}fHmgl@m=T=>BJ#XFi>D1vg2F}C&x^yETa>G?(~QEC^WabH
z`nH9ya;@9JmQxIGCW?zT{_DsFSCH&14DZCSQ)MUAOw=6B!<K9u@7g2WMxCO7lH(N`
zVhWNN1GiDudcWWZnJC`0?}6$Y6(T>q|64K4a8W46nG6K4vXED{e{;PMy-7VUn%HI%
z^DGQ+S=eU~@(cuT+qh>D@k|u&SomiX@N675=VlS_EDUd0^cNQH)b4NEcngbmR(~zd
z@(VBW*1~^+Q-ScdkdmVK=i5|c=$ZHHPOtxHJm^36emTT1m3F^>br<heT}t}PS&G*l
z1l>0B&+hMs-OC=l9^im=KYTXA$M5%h;ShOsQBVy(wFZ6fZm=74_X52Xy@CUs#~rFj
z8+6qjh;6Bi3?b?fq>K$q-3>DTV+Rv|Wo%|DNb6kb75?=cUMCdnIbcvht@NAzl`^A<
zKdJ|<zMcgJ#hSAbhO@w+e?1++Y7A$Af%#l2eZa5Is9(o<kz0chsiwP2V)vE9s(*i;
z4V{raIsZ8Cz{xT=K&oH7EMD)UzTiMqu#yy<xGLTexmsRRI`z<NtjgSqP1PHUgy4Al
zqyoM&Ycc^KiEbk1CF$0VEV;ullv#w4MEJ>*Cza-~G9FiY-6gUsEGacGob#8kAb<Wz
zrF?rt=QYT;ED5<vo55AD*$r^!N09)iVK?;Ptd87zR5c85uU*QgEZ*bCJ#|INm2p2Z
z1uo18W`bJS6L`Osp#^wJmgp(Tt**^h79+{bvH_d}@dSxXw?x4ppjwVN#N)T$v#iuS
zzfdmLuTthSR@P%kvHjhC#+q^G&e%A!A83*`$Bf;l$jWZt*i377`l6Y+hw*G;F7<5c
z-(Kt&rpHLEJ3$b`Of-DoKQJLj8lKBYg-Mw*3s71}{9!#OGja51evf`l_{M-`SQ1Am
zxk=C5g;{Y9L%W%FD@oJushd1SIhED-v)AoMy$f5Et)ushR#~y&F&zJ(u3x^{Yxea4
z)5)9qVgD4qaw2N_&bEQGUtnF{8NkdZ|IU4Z@Au#k%#@tGb@MybR=#yNIQaV7aM*9E
zUryh8fNW{%;$?Bch)>_zhW%4F(FHf1y7dPg4i!CvHTj!^oxTD*bt@cgG4e0(Ag{Z=
z_zKlh8Qq<r0as&nb^Z=2*LJ@i!?_&!`_+%H--A;`*kbnZ&u0)MM*LGyXYU7tpoK~k
z>iX1uY*_01x%>U@Gq{>HIg<PIgRs+P1Lm1+QTmkeo-$Z?Y6p*tjARFcks+6Pe~y1(
zW}JRVN#7Ot$-i*-j{2%USZ4GO$Nfw31SVKEY%b`lll!A?Mk}7?(pyi9N{#95uNaja
z)1ju##zc~UD6n63ebo%@iKBDD|1S9ddkp@!UP86fdH=^BfAG(L_}_o}cQ0%-ga7g$
z{*&^Df4lqN-uRDiUHh~D=}&(4(kCDM<+#+^*GCa=KQB1uFos<*+fh~^BZ1mLUiXsX
z`w>0+tdSVp?|I6^&k?aI22y!ide^satZ<VREbDo9Zg1VZw|%o5j7NL@L98Dtn9N|A
zDbwM(%(-sj%ViQO@Adb?1C${$d&1LrG&-R8_+-mSV$kliPRc-%m=MA9lFbwGqzH&V
zr(^QjOdvElxy&F0_)FqIK~o6zI~sEcVLAen2%!;g3E5_ma$*QIb!J0J83!KH0mBv(
zm|wIpFfquQkjStqjL`_XKAB=*J2cRI{+WlEzGdMNJQ0ZPZ6fl6JhTyR>3#MYE?1F^
z!?>)8;56MTi)5=yD%5T^Z=m9+(Rl-?$uU_&Tc{}tgaR6LtA%=<P?LweYF@WduLHH!
zia=Wv*g}m{T9Bn;y{+(V;-04?ye|Vo@}K$Om@78YL<1EEVt9&(9Jj{A0BFiGP`)G1
zYM-J1WN3mMBdr>}Y*qE&HYo_v_7ILJY~Za4KK&lzg@ik~hjOX_j|Y2m2YS=1Xu0KI
zCqFH?iaf0W+O$6#Tpy6+?xD<Lx#86TNp5&L^2iTN=NP%6*#yC{z)37(hSM=!24WLz
zI?pZWJS?|5Oy{@-KAqtf_!NHIuv6G=0h`=5;>o>VdRPc+GB{;2Xo%*-SKFdb&obiC
z1v8Nh3gCzEF|)$eA~PDg(XL@H1#;HIr=1ZQmi*zU)#+0`VgRS<J_jdF#&bwyruNe#
zjNhT)6Z=mY@Gwf&`he!-Ke)o-5iYrn0#d}Q{j_!&?w0|jj$*L2WdOlKfmS=VG9rv@
zeyN>3PfJDABmOOJ8O*@O*02l^X+O*Y$Xsv8%9!1m_QSM4wnb)vuz4~A1{TY#R&B)0
z0wTNSwDzo95!TNv1i~Pi1ppgqR<kslW<rd%GMa^PHLIQMtr_jo1e*n5T4gifVuspG
zNMXCpfM9cO76>f7S<P(p&43Yh;EZ-<8qR<qYjIXHHjb=jwkhX;$&yiFdCtHAV|01J
z;;(*by7!4U6F3(ljgH}s=-0y9CiwxRx$|8;3=Sjm>Tr1AE@@lYN`EddT~XJgBH>2f
zp_AB3o}UQ;S6?0$XDr(4`l0Y8g<5@ac#KAz)lp!Jf~@j~t0f4!@@0-iSUm@nhm*f!
z6<fteRx`v_ao0RCQn59GFBwIGD>yg3MM(h=#e_H}zqYaxgy9OG>}E9a0Q#&zR<@FL
zt@xymg2LqAdmI;mPZbqZxkdwPJUPaihUBMdgH%-Qc6MMZm2!+$0GqrCW~i0Foqvq@
zBr-gy+m5``V(gpd2l)2K%}<mk-(9LY`Go4!^U?B8rHh|x_$BgM0btmgbPS}b32*|G
zfO;n6msjbd47WQqg=M(i!FfaedIpYn>g#Ea4<gq;6)JS3u74QkrwMkcA(4(-TM|hv
zBsKcqkEeFXaNkRE{If@+q+xojQt1~D#y#)$S7we@LDb%$-|LTu2<@W!?@t00ZzmTv
zxaV~SsC7OZciHdbrGL({a|<ggT>8Ag+w1JYPr&b@-h3C1aj1vh4w@*Q4!deu)~tj3
zCPL|+pyoR&(D%HnLajXb<iT(rke8j(HwBL25e4_8)9re|*&89DBM59Es~k|GgQ)io
zW3=$E^R5P0D`bSHbhyn&I5v<LV503w@C+`1eUzOKQJlRj$Au>#99G6~R)NtMlqKJ^
zFi*ok44?Wgv11>F?!Ot5mmp&S?Gz{{GUfJE?47z@x?7ZzFVpx}%H>ZzJkH|&!CmQY
zNH-xtWl8zbc!1zU#qY~y*jO+kLm<No?gZ|j#JcclGdv)|2}1k>8oO}H^!CR?g!=&u
z-;sL}=%I0hMt3QHe2GZ7^a({pB1Wy%4L!`a{B?`GNiKcz3+e*9FOLESP|P2q5j(p`
zg&4NLhED~vuid{b5_uv*aO5Exa@av;61p8>6rmf$i-edYQMQm=F)^tKpY(9d)Q9tm
z3MqVqX{O*t+zzIn#15r@C?ZqbH~D~im+0<=%v}0}9VQdP1$iASKlKNp^aoZNaAE~*
z+{~**=?K?q9w!>a(7hM=m2X<RdQ1>=f<fXfr%M-0zlX(jz4S2NbWE;KDmo1ZKjDgv
z-&2a+pG9!<9;Mikg@#_jejy8+Csuo;$ZG;rzT7~2k~bYOavEm=CjZXS(r0cCuj(J*
zA*g`n=Y#LZdU}{3FIAu>AfNLOOzuhlD}L-a>Jdd8x7;KY>hm;%@)tLShh{fFn;TO&
zQ3v<XgTxS=LWTf#dOSnl-8{xPRQ&Qq%p+6D%Ye-9#jCAdaO*ss3;CjLj$N})5tV#f
z@z1$gcH@N2dd+X>r$wGJNDxn?M5wRiYiWAB*!|O+X%kOxeN704PD7mzc+m!w=X2@c
z)0m>4*MLI&z1p0t!*yP~r!S?fQO-Trx#xb5?zu7Rkk(f3z4vZ?{_p?YpMLsh|II&r
z{K;?s&wu>w-}x8*@W!eC;ZHl8f9D_m(cgUM|H)Q`d2y~i3Obw{Yyme|B^GnYGqv-a
z|0vNxS3E?VPj=B27VPteed3C@a=uIjIYbQ#Sl)I+QH5fB(1O9rt1OwT{!h;*JE|VS
zw0FLI-tuQXU$(tj^I7@OtC*cncaTP*>6Sj~fRp9?wmx)VJ6&#TANrW~K3rDtUs0nU
zx(KtM>R!<Hhh8G}FB$HXg>Z`fPxQ!b0~FAC?SKL}%N7U#Vo@=Jpuno+C5KT^floIK
zk}M}xixQsiy2*BZSDx?ZlU?7<qlfd!9_=QGmvoGA9wvf=X9JkXN2ViL;@Jpbq4m2+
zg=d0#TWlY1K0BZ6(F`gMx*>H>@MosvzSZUP$zJtS4<Ts8UD#6(`h$_-3OBW%I=nb<
z`B00wWdCHD_bc`jT%2RS)GPJaFRPV}*e|t-U*H*S!AQUB*iUf1j{O4f>)0=Fz>fWb
zMLhP49t<n_)@>~2FxZpTd^kQJwuu{Fmwf=C-LuJEd-7LJlnDyg?MX;Da8LfIsWZF7
znVYl&{<wocRqs*NyCed0myy3%Zx+-yxw?%6mY$h7aFUmi-}Y1~p;IcUx0GND;*Hgh
zayJAxck;U^f<5Li5apPOBSeTYK}oMg+!C@D(m{?;nXUWxFH?GuP80BZml3<tdvtFH
zI|t5rzUejkPs7&E7^*UqI1Fdj&p(6z{3r6~Wb`N|HpHRMV6>;`Omz2#vc?k-UZX?g
z2s2@~{?fYWBVpM$(b-gZq7ydZjlLrAQm%Zsrq^nhGX`ZtH+97NfTMNg%8t4gS^e;~
zEQv=y$XYaDjr3HiyDuxNL^c&k$K<?DOseVQJL%Ue(ZpSQX&BjJI_yS+!=NLZV+<tL
zCEuxdgiCJ1?I$<bum5>qq=_IIQkXo5omAkAa*#InEFP)~00cqqNjS`;!#6TLtH)28
z7pfp23Z#ktk!%Y-7<B|J%!bxY%uby123;oWH5r+l_av7+a8wdtxrM`IpKx>X@l1lh
z$h*__eMw4^U`@TfsGLUZM#-G>VsB9yl#b};7R*ia7x_Kw(tMWw{2@>nPMU{86FFM4
z{bdFp%_E{9e<t%uH?R~B&HS16lTpSTG_M_I#*+Lq^XJ!3piicAg$tybx+6dqd1wCq
zp>LHON6qy2N00GPa(Ap;GucyM2G>mO%aD-w{++$yUZaaxDFiN3Lf+NJW~*Hdcqy<_
z%Ikxc(qyi9ZKP9Q5_~urCx1>En!!@XVt|xSW>`8U*#xAHdm&y9hP*xAg_%3z50msk
z9F$yFMTJ{`wcTE3F!ebNn(!YkAAfAX((i4n7gKBk^x7p{{&qsx5Xk7L9{W_M|1jC>
zPh`8tYc8JkD9T^BwFOPehfm&W<U)uQrE@R_Mzoa`PEWo?qE{<a9&_<w;a|25moGEc
zeJ>b33cFn@IIyI?iv)n&^;?Dgb2%=&)XE)X@f(njS--~)V;2}ac7tBEu^KiT?e%(4
zt!{4A>a|9Fb-CJVthH-vs~c<UdV)F0{9AX_i)lp-T-o`OS^R^9HYB5Og*P~jROzE6
z5dIB8YU+KKF}}-9#%Ps0QG^AOX3E#(Si63E%tUnmV8HE(q@&#!>;0s$z8?2S>@QJD
zM6&%1Lh_Wy5iVG`_+b(<3|2u9oPvE_mBao5X(ti##o4ajj{RJ@-ye1u|GV+Vhq8b%
z56|lQ$lT}f?s2&6^&_P{z7o(xjsM*q`g!EJ-?DS8%Lk+6Jol+Hqy&Q}$NO?S6*Ou2
zX1PlHWN}a5klv*?-v)B^Q$;mt74=&y%@u|5A~jP^Q3QQe5#5X+uqwB`bub7=qi5L2
zt0?eN_Zu6V+>}O7+V6b-|I!S4kw3S6HfxvS%_*t%e{E0uQ4P;5m^IP<k7(`g4}4+m
zr`Zw@SDhaARqauh2S!g36ZEQym>glqdx;w_D)3i!#OM#`s6k^WGF$?J4-A}oL&1JF
z2rJi~b|MeeBE#gvc`1G5JIL&dT)Mv%+xtv+S`fLHPK#`riHN*dKb<yuMFJpzXeK&}
z<Ns(nMKHN@gjT6kL^_J$&fwv%QHVmP#4JWbUaZMtbYuHY<$8bIYu)Z4Is~R${cu!>
z5e1Qdm^ddy3yv3Bcr5R8-p^vZ$dC6&sT6>UnItn0#viASdJ|znGYy*yWd_jG=$X3E
zjORl6v()>&-9pq%r`-wl6Mdo43m{Ghr6dRYAtJzL+ZqZWP6vGub}0pK^cGP};0qv5
z-pNSkw)X;^$hX+=`EdRuRSN8PtwIuz6KOiwA(q^nNRz?78KIcO&B35Qo8;$2n!GEB
zvG0qg@R=5y{8%-5`Gwu1lb;PwoWtWGf|ra={5_>yhXFa$*QIMRtPin#LJkn#C*l;5
zGf)bvcMEkS_Pht7sDQ`|!~;W;xk@9)2O^rVPr;W_NyPCG=n-RxI8bcv<wV46@X>dH
z8|QmRNSpkd`B^u4TNY2mNzbLp(<{Iw@rs`3{ScNxho!a2x0m`zbF@zf85>}<muCP)
z8*lm|KCw%tgHCK_>7WyP&XF$T$qN)siZyr1U=xdDvM402V@fuoS55W93;$qsHfmS!
zPj8Z)aQN*=ybFIT-o)eNo?zH`!}optiW=~Y|4_JQsmrteL-JYGB?VsfA9lpE9og0u
z%n$J!$|;cB-zbE8Ub8=F`O<5cLEiBn?spKD-P`raQ)vK)D%31UXr*+!zB1@5^hRH}
z7RLKt@E;;Zo63U1i!AK644mU0Ezv&t@gVo#2v35#@Y-ws!(QKiil0SSHPTPSuj3xw
z!fp@c4q8461k-_nPrfURT0zhJ!K^kyfnO(NI4<IiRN~gM!BwNvV|dQ)4nQyNkz#;P
zlteZP;5$(|Z;+|+>EpO`gxM7X-ozB+eX`}NGZ#E$r=vPA4TCTnQa*-sxRb-i<Mh^v
zGp}?|#HKwRr8i$3BYQx8@(l)xukWcJUKxzxyyv$<IHjtexSmS1$HzOrplhCaN%N9P
zGdIn$Se+>iO4ZV^v|D<u^ajH7U(6pLvra_gp7r4;+&|Fk%mts4H}H?2`S*^9UZHKk
z<rG>llqITkWD0G)SEMWU^U?eBQqP}u10S_@mB`G!rc0`qK=o2YHP4LG^_ex_>AJ-_
zmZ$~M^|vBjZw&fD3ogujkTLffFKHJVAE%vX$?3f%yhSdY-do&aiCPf7e?8KB)K1-J
zpP#wcc}cg>d6RCQ9jEV>&=$FH`fhQHC2B$R{S8Ck$-Jd2OU}K<OUk9jTa@z*Ii0rz
zx5$Old5c>tQ46B;7fhW;aN@Cfu$P1@l{X0I`EeR=iEWV!r|}lISfUn0<6pBh{;|5%
zx!>X?*{ttOHqVXIc1vW7TsUpFxWy8+Alh#1@2$>boFN|<eK+=Zi*TMFr}3897P)X5
zZ*hwyYC$yKIGJnpkImz}aWWTC%`@Y4-4fU$7f#nLZm~oyh^`wJyVkQI<<?VoJNJ+C
zhQ-dNoM*`Cyd}6rE}YI=++vAZ5S=$p<6F<h2gge5jnnuz?L13P?=9gia^dve;ucHP
zg6RFl$ZoeA_QFBX?fmxGZ1<9QVZECmp6AJFz9qgzE}Z6D++vAZ5Y0C%_MQGHP`5hw
zkNAeg-XNRj#%a4HvPCYOwp-j{iCPeCH{R*HedNj3ITGex;f;5Cn{u8Zr}LKJ7P)Xb
zZ*hwyYC&|~u-WhHJbZJn?}p7jqMB#M>AEGbMJ}AKTijxaT0mVNch#L9D_z%A^UOG1
zw*<Dxh0}G5TP#tFr|T#;bPRPpqMB#M>AEGbMJ}AKTijxaT0C7p2#$@Lo$(AGQOz^s
zblnozA{S2AEpD+yEr_lgUbV>gGd@0UH-=ZOML5ro(|Aj4i(EL3x46X;wICXASmg&Y
zeXY9NxqovvtnxPHJVQ?BEx|2v;dI{O7E9D3>O2zK4v&qyjivJ@<vc@9=Pki4a^ZB|
z;ucHPg6O>QWIqhMVe{A+?TjaTi*TMFr}3897P)X5Z*hwyYC$yK$Z~b8eCdrWS0>#&
zJ5Jv%p)GRZ^xfhXOVonsyWwjy95>XR&iz}wVW*F%=9zK2ZV7CW3#aQAw^*VUMA!M=
z__j_B55gvXr0R^(A1lB4Th#jEzA-(>;H?wxo>JtzGg;7PCxUw2s9$6Je3rgb9TA0O
zmUZJrvEzm3vwuU~`ROme>2;`(!b_zy1~YiFO69M|o#vyhy|DQxBPn|$7>cSCr%SHN
z1-STqC&hn_RLXBtExafF!6R88<Qx?n!T(Q`%1IM@(eC5#jUflJ=PC3#DSDnx>iL6M
z&+kY=nj|5$sQ=69{hv<?e}hu%>xqf_TvjtKE*lkyAA)^L55ge|zBc!kuHCqHe`m?4
z7`9X?+0}fso@k^ep-J+uX5g(fgGSI@8jeuPc8LlstGdgzu(r8$5HueJyJ4l(;I4O#
zuG2_rp~{Zm3!e-}&$=PwYBh{e6g`eI6iXK6ikBSEq)hzI$eF4scEZ+P!35U1lTb^g
zDeoKVSHaKYgQZ5NM;fI7&X5WpJmQ)_*#*2+SAth+udvMi@rFsDSXvaWw<j8ia@A<g
zwpx(7oyJmP{d!b=$I2wjnq?Lk=bKob961|#I>qRx8gC~e4WEY1qEs`P>hqgK#6^+%
zs@D1vYNK_>Ek01YHHmz<hy2q;(Z^{1RT|n>e^z$<Fb(B?z(R9B4P=H<m-a^c{IveO
z@Fr+LI1+km@6~+u(g|JD>Qn`Re*F8X==T%;iMMzzBn-c|@UQfV2cA<X#b&>ZnE>hE
z&5DOijVLr#DxEI9ji)hV*?N<nwf)sfZMlN~`5VE;G9%^^a`Z6&vfb-qD+~{Y;dg$u
zvL^biuWs;SR?>y#WLY_DxOaC4!_mlJu2id{-&&&`thef{pe0>qE@9Aj_J(_nt{$?s
z+SqKhs{xZs<>!cPr|5}^*<LEWhM)afWu;Q}>&*?;sZv5YI_h;295OopV9-Kg!e(#O
z8w^2ot+I-RY`NZOu59qIcBwid`>ajC`v-#&3JMN-qXB4N2OX=;^<c9e))@so-<ME;
z?=1ZgQT_&g_Q9uhKWsEt*Vk98++m`y9o_f4=xR*t2cr<>6$6x4+zW<}!Y(nPRufEL
zZMXF#i>GJm{*q1g>r@aAU8<lrtcI&RbYdku$+@>p;(yeOv#z%6udlV%o7INq9SdhE
zLkji4St7?k)5MG6ric=QrN|C9=a3Etoh}3nnLg_bk#lAlJZ&bqJ=aVzaLOl7Wcoa2
ztr$~gEqk((=V<!WOr4R`iO9$Q6t-t_n|1%=tOq4urn)f;G8To`v&aKl)$&M<Y1`pO
z4ITf&rAL!{yBgjRzrae(&5P=1SHrs(bSuIZYt?~vHM~)E7@VO3*{+7SRF)izQKW3&
z%QseMSHs)Y@XjZ2{EXyE{tAAv0v+Ay#`8T0a5cQOn7bO@f)&m?LQ4dFIeLY*-YYDl
zjy2x%(R;%aDyoLf&JfYfS}b^R7tDOa6Dp#b8)xxoaJnug)#<t=+bmH>w|T!%T{p6Z
z$LnCvy~Z0^!{fB`EIGZmgty3r(|e0sEKv)h_eOMsSqppab>4_>FzM#mar$lvZIKJ7
z?-sXMq83EojXVWSs}lCyYrGM&Y*WrN<aFK=+#(lF=PhorL@kKU8!^kxzEKK$?p5B1
zS+)r0`EeR=iEWV!r|}lISfUn0<Bf_SP#i9XJ@@)<R0J`|=DBg&Zi#G>3#aWCw^*VU
zMB9!1-71AW_xf(^?-t=aKThK<u`P1pG~VJCOVomBym2xYRl}ZpbvI7tBC2_2oUU5}
zTjav&y2UM)s0Gn=!(wMw!k&A5H!OBG<vc@9=Pki4a^ZB|;ucHPg6O<)8XvENJ@;B~
zoW{p#=UH-kZwYUa3#a!Mw^*VUMDJY<Z#YrvIaM?5{O<%KoaQgG<{K7!qZszwZ}x`8
z-XNPb*zNO{$QHS9+HP@+C2B$TdE=elu7o}J3U9pA+m!PRIi0rzx5$Old5c>tQ46B;
zhRr^zhCTQCZrJQ2s(EIdu3G|I<ihE?#VwYo1=Mw24f|N>x~7_E#_75xuthGMu3Ow<
ziCR2ekE&rGCtZ)I=9zK2ZV7CW3#aQAw^*VUPuHVr*vCoNBdU33oUU5}Tjav&y2UM)
zs0Gn=!>iURg+2G`Zg|yNg!BA3jkm<M$c58*i(4#F3!?FcRo<?IJ@+baSmkZXd4`<M
zTY_8U!s)!lEtaT7)OoWK_VLnrlX9LRr}LKJ7P)XbZ*hwyYC&|~c(S)jVb8tF8&CEY
z;XFT1<1Mi*a^W=I;ucHPf@r*v<;tvuJ@*Q4WVtfw=Gk%jZV7FX3#acEw^*VUMBfcx
zo2VN0+-tkxYZFn;GvjpK64)XaPS-7Nu|zG1uJgU|ZMhoWu7)?uMA1)I!&`DJp)_E6
z@_D=bUpkzt;azeyyi2Zzx2rBL78$d4va87cLaNxSnqt4(HN1Z_S&lio%ywoCZ-25h
zB|n55uX^6Wb7PCE?fulJYWJI!DvCg-mxXt=y;*bY&l9K%F8*FIbS+xL%wH9tWdLv$
zz+DA!lzBHRfLoP!bnRa@D3nS+$|^>zWUTZ;%ZRgtyE5WD9i>ug^=b{0uZ*<@&m{&7
zol^Xon@gEhur*Zn7oK%jbG*H*IF)CPQl=(zMtCv!G;1kP4}VX)fghEgE8as-IuDw>
zK54L&FRnKEv+_>Z8}<j@twC_G=RF9Y3_7E5Scx+Xd}dacTy65bQRQ}TBr9;c+T^9u
z&!iAN=<J%Daka@KEpoNVBVHWoH!hfc#(x+-9Ss77{H*^_lt3D(>sS4UomSWzbw-_V
zsDAq)e(MobHynljAZ+#rEq{E_3a|hwkazrt`<>yi)7$mKrw9GP$nU~7nb5k|-w*x$
zerw!K>f70$=zGC`cn}OmouKQtJ7KqF;2ihH!?5L#o*jh#K`^3qhFf3rANKnGQ~WHt
zDk^^>ejWGd7Iu3b>ii@a^oZ(qH`wLQ3VP-bX0@wLE?B7d!y`Mjc|J9YdA?n3a^^(I
z<x3Q-;Flw((9cPst+$f&W8dea_lAd8^s057JiH>Rd8u_CUU~^D`o-zG#W9ws1@Z7Q
zvZ2T8d(XYb8`;p~wDT-Ey|;w7$c58;i(4#F3!?W%)P`B(d+v4Kh}tme=Gk%jZV7FX
z3#acEw^*VUMBk143wDL?xz~6j|AI|9&ydr3OK^)^IGwk+#S*n3I&Z{cTP42dUgeEg
zY>RN7AE)t_*cQ2P8gFrnC2B!5-l%k96#1TeeK#td7-aL@IBmB?w#bFkc8gmqQ46B&
z#{O=V_?~-xH}-dnaGoEh@s`*Yxo{e9af>BtK{VbtnTx7?&%L@!s+ZupxfD^&GvjpK
z64)XaPS-7Nu|zG1t{WCRyTbR}>$_pGvnl5payoAbZjlS8^A@*Qq83Ewjnnveeeb!~
zdgC-cPCL(%(|b#Ji(ELpx46X;wIF)$YLmO#<d%FJ7f$mHW*EU_N9H{LLVaxwi@j0g
zd+s-T!(wlc&8xE8=Pi*fa^bYy;ucHPg6#9gJH1`ud+rt9c&E21=NWQ3ZwYRZ3#aoI
zw^*VUMCT2geN^Rp?)BZU*+*3K%s5@Q1h&Y9({+nmEKv)n>$=MKvC?%-HP4LGbxUB2
zTsU2~xWy8+c)A`{`94m%9#PFR<8<8;*diBB*DY?bL@l1KM^(O$ldeZp^UOG1w*<Dx
zh0}G5TP#rvqU(lNtySWC?$zD!s<jB``EeR=iEWV!r|}lISfUn0;|;64UEzD~Ro<}5
z+m!PRIi0rzx5$Old5c>tQH!YaW`*zLrSm4`JVQ?BEx|2v;dI{O7E9EE=)Cb{Z<Y9-
zdzCky>@C81ew@ZzVq4_GX}rZPmZ$~Mcq7Y|S>t=|72e2lWzx;F<MiDU+9DTD-z{#j
zL@kKE8@@JCmG8ONcEi^uqMB#M>AEGbMJ}AKTijxaS`c05d*j=3waHy=a+ZmrpRP8!
z<d~~Xz8^m64<7k@<6dWUMkL-ph5A(|Q5N$=>9iqMyy}#GfSNBOzdZ<4&+o>a=A-6b
z*nCur`n%fXt~Png)g~AE<7$(K{iRAXXawD*;mFk{uNtfBY+v7)D5tIPygkvd)adk7
z<6oR?JbZ0(yF4Y|&he^F-h7UXarMbveex0>rcRa4mtKkrgR-Jb{nYiz4NDKI{X`YY
z?cWtX%Mjpdl)D<`u15JV{LZgd)+)<j#ro<-Gp>2>?hb~dk-uE2Rt3yjqaCcb>Ww(u
zJA1>uMpvV%tu{7W?P?GQdu@Nz^=p-tO4YA7H?#mU*bfFRRM2epM!mrhW7aCGel1+C
zH<~LO48ou99}Gq)a5?CW1{if62v?iy!Dc<IGX#IS8s(+Z#a0*|q|Eh{DbAkR<O!WV
zk5i{Fb=L9~lz-ke%9nH2D32GUnzbJbv)(JMY$arsplwuJBQ$vIi>p`e>XoBdd#uj3
zs6Z|&a94IvG`OXt#!IZq?dp}gdgZEg{Wqgdw{m|FVkeF*G<g=Ic$epV&5Ps7;ea1=
z_@`M8SD!Prspz?gwyRg}>Xnm_oWvt_dS&4GKFN7Lb&FYbT)lGUgsWFBIbj)q=veM_
z>2+#>C5oSnB_MAMr8DZqDP6<P?hZOb?0}&><`Y8z-w9Z@qCbuA>|QY33mV-p9pQ0S
zXzQ&c{T82(-Y44pj+57yt5-h!%)b|D&7r<IUANe$SD?knmuh54kDFNLUgM1n>2cb5
zmS%Y&Ia3;xs-<CRxAa=+jS{~mSVHhUTwv=Hf9L$s-XIKG+L&<GAB=|mgV9g{T=1WC
zMtl6D(|aSO@q9nDztBD2h~zNqe$Tzm8<89)-A>=tYB2kU+vhFbu|zG1cejy~!LIr}
z_Zn~HWUwjc8FG8PCAdW{oX%U^Vu@N1oj2mMt+L;9ukuEGwnaG4kJETdY>QktjkmbP
z615;2Z&W`q3V+YNz8lp~46=D{oVHscTjauNyTvV*s0Gn>V}G~Ge$TzW8~eLOIM0vM
zcuQ=HTsV!lxWy8+AR2F+%te*I=U&|<)vjK-G}}81y|d5{hUsVeynY!LJG<)l-0Qnx
zv9l@X)!6OtJjsPW-TrQ|j3sJ8_IKknK3?;C?zP@HjgQmLv*h&N65b*gPVX&lu|zG1
z-n)9`cqY_ys%F~x;Rr@J&0l2AH!Su>;qSTM><x>(K{ji!+vhEjEpp+s-QpHY)Pn5u
z#yh=T^?U9W-gu|CDd!n-I&TSXkqf8u7PnZU7DVR_n|)OId+zn!u-Qjc^UOG1w*<Dx
zh0}G5TP#rvsO!4&_p#D-O*PMq({)Q=i(EKex46X;wRpN7RsKFsx*k!@GvjpK64)Xa
zPS-7Nu|zGNu1A%>kCU!PRP)R@UAF|b$c58&i(4#F3!>|WSFKg{d+ycU@T#>4=lO9O
zZ;5S@3#aiGw^*VUMB@#syj}Hs?p5Bf%G;Fl3^|>*1h>eA(|L<qEK!T7^JdlW<E8T^
z<vc@9=Pki4a^ZB|;ucHPg6O>QWN(%Io_m!yp6o5cd48P6TVh+}!fCw4EtaSS(Rd@v
zm09<D?iJq1a%IxZv*YyL651jcPTwtVu|zG1z8k(aQRVNs*LK6#CZd{W#_75xuthGM
zu3Ow<iCPd{=X>MZa`nnxy>ga`qMxo_x#ZYFB+Pxyt{^VU37n(a1frZk*$@t1J4zSr
zKCWK*QWsT~AEI>o(t~gq27~6_(zP4c?(ZxarL2}Jv7kN8PR-(zD5oa>YLiuPUr@DX
zNspt9>z6ILO6pQ1erGDFs{)5nm0zW!_+WKCxx3d?zrJs3E`A;#P}T3H2;dC9`Uj78
z75vg9JOGw9D^*lK<*o$p%b%jbXZ$u>z4E{$Q<jfEntJ8&S_FJo$E#|2=ee`T)h>6n
z%a5dXxsf$R>t3|BCABJ*v<w8Uj=3%)o$wk!IlE4x%$HFbcY1N+()j~X)AC@@>7mjk
z?Jj3&hl!pOr<N}k#)?wuRdmE()G@WJap}S++&}0BqtHi*ut#CHOV9o9qN|Z$B46#}
zl2xIDMi;e#BO>w?M=psPT|~o6_N~7@3ZITp!@G)-+hH|a<!$2PxYr-FLb&kxNQOHK
zI=yg!S}(-@w@nWGs24BtT|?>dwbpvG+R#<LS;9+iHiBX3uU2X(P>vGi8^Ojh56GWc
zwXGSZG^NP3hRd#Yt-+GZUhC!@BF3=OC5a)^MTa4BiU)(|5(5TKn|5x`HLVPs^2xKF
zKIvI=J!OisXEu34r_bZm=}Vope3O-Dj#8#3b4GYExSX?&xmmPkmOgsMdEn$VN`s|*
z;VO;Ey-%D2_LIhH8?8HM?%dwGd2jn>3f@_NUb;3O_4l!8x4d76gHF5C3`U)P&+E5U
z?QHMXAUN3b9)wQ@9oTBrI1dbKgx48*LC*^$qE6Er_4{3Kv=@xLCVp>(-gpS~qrL~H
zsZQI~FX#9F%5B=5dqKD2>X!?-`k5hB5p!;A->KYgg}o7^lb&U!fZh)V!F~wFvaF_K
zeGqnoM%cX@94M?Gq!O^b7aZ_o+E3D<p5eLSsX~?xCNzx;jwgeO!sIsxgFfGIaw&UP
zzg#i<d;H+Sgsy(Mt6xrHcbv-|Kc70rtc<RHIdj6*FPEI)7o=14R_yAR^Si`?c!n5W
zU{NLT<KzVvQOz^syukDlR`iS0b&F#xQ46B$8P@%|*LWjix<0p1bH%gd^xhKQA{S2Y
zEpD+yEr{M5ksYQ<b?$ZEi0m-w=Gk%jZV7FX3#acEw^*VUMBj}Z4R#gqxz~6jM}ti{
z&ydr3OK^)^IGwk+#S*n3I&Z{lTV=rKUgeE=ZHsW8AE)t_*cQ2P8gFrnC2B!5-l&FR
z6at@neK)G17-aL@IBmB?w#bFkc8gmqQ46B&#{O=V0iSz)H}-dnaGoEh@s`*Yxo{e9
zaf>BtK{VbtnRE5aho#-pYo#|z?8swH{P%EyXjt)g&L8a!!k`tl)DLI<fh<+7t}pmc
zI-@=Q(bX@HykScTkrGyX194F6upJGN4tH|cc%0rk5#NvwYI*mjgFPSb8^dB}R{@{<
z?cK20*_884y8T_P48=d({%-M%C2B$TcjGiZUITpYwca?5kJHYx<n-PW-Xa%H?=5bz
zL@kKkyZYsL%+qtKX4=&+7mRS4zsQ<zSnQ2L;B&v(8y0(mY}R16&s!o}<icsY#VwYo
z1=;6~cY3=D_}nYJ@lJ13&NJk6-V)p*7f$CbZm~oyh|U`}`=}E5-0QoMQ#qoVXU6He
zC9p*<oUU8kVu@NnUDuVskCm=#s(EIdu3G|I<ihE?#VwYo#nbhu68Le_^@wVo8K>)(
zz!tf1x^8icC2H|>J*otLoOC^+nrFu8x+SnhE}X7g++vAZ5M4LCYOONhbFc1(SFJ@j
z&yUl1OKgi=IE}Zs#S*n38gE$T?JD4Nukwaf-lm*q$mzT#xJ53U&Rg7KiCRRRH>-dj
zFP%3j=NWQ3ZwYRZ3#aoIw^*VUMCXksd#eoi+^f9tWN#79^W!w$65ApdPU9_Zu|zG1
z#v56#%sSw6ukc2eE0b=X9jEV>&=$FH`fhQHC2B$R-SD-EDuK_vwi~`S5!F01PS-7g
zEpp*>-QpHY)Pm?b-y7eSt6%Qwm$OV1{dD!qCC3&b9N*P1PZ$3amGm~*a@nX`>*|-Q
z63c!qtZgnG1kFdmZdhqGkPAZm{mxXpmbdF_zH`mD<6ZOJ)h~xU|DmzaRgSWLxtW(-
z>P@M1ylR(+&y_W<Zn>*lj_RnTQ>F8wAT;Yp-p>=9c+0Tv3Z08;md9HZYRe$t>XmaL
z%%m(_ly=M2D|hwErxdf+I-6b9T7xB*x7N+m>s)KlsRge!WNPJW4Uw+|wg%5r3tI!H
z6vfu<nbom1RQ4BM*Id2w_Ojwso;gaHn#>ttYhz^;_V6;`4?4ShBY(M4tt?lT{Z8+o
z8#F_IFz$v!|7kby?UEI<_0p5igIjqCX{8qHlm<)r;%b(=n&tfd8kOaCHOqy%q*oVr
zHOpPia$a~-R@U$BXHIqOYL>g2<s@{jW_g<GxtisgGcJ#!U<JP<xtisI9ePV!jBM$K
z=T}ty`#5=iMO5?5IL|M=gcbebblu_@OVomRei>QP<8{C1UgM1{>2cb5mYm*O!dv9R
z>Al4*mZ$~M`;=3?xz~9kn#1%B;MsBdZV7FX3#acEw^*VUMBk0P4E8a~+-tm%m%*l-
zXUOTiCAdW{oX%U^Vu@N1oi}2%t<v9fukuEWwnaG4kJETdY>QktjkmbP615;2Z&W}r
zihs|&z8e)#46=D{oVHscTjauNyTvV*s0Gn>V}G|wf6u+X8~eLOIM0vMcuQ=HTsV!l
zxWy8+AR2F+%(<H7u4cIsb$1Fc7_nfwZdmN>%HMOpy&D!gn{u8Zx4&DPRFMm}zgyg5
ziCU2T-8hYp*ZrP*tv62N<FxZEIlZ@px5$Oldy88vQ46B?u4cKbS#HU<ap5%IU<L)~
zslUbWwKXjEM)B{t-|P*Gy+Jn5joas0NDF^DZMRs)615=vyzx$NSN@)Rg*V>mZOVCu
zoX%T<Tjav&yu~e+s0Gn^!)6~<|DJn&msBqy?ZQ$-HP4LGbxUB2TsU2~xWy8+fV!@$
ze;+Gd*HrV&I9;~{w#bFkb&FdpQH!VRQT6ZRr0WsYJTp$$ErBg^;dI^N7E9FP>3UTC
z`#9-(L^aQh({)Q=i(EKex46X;wII4~c-2~^zvo`v4X;{@aGoEh@s`*Yxo{e9af>Bt
zK{Vd5%G;H{=U(LvtGrD)&ydr3OK^)^IGwk+#S*oMI&W6~K3+O+QqD8vblwu&A{S2Q
zEpD+yEr`w=Pxe;n@3~ib<H_D4oae`Byd}0pE}X_&++vAZ5REsoT$#1M=U(BBELSGo
zJUdR`Euk%P;q=|&7E9EE=)2)-6IK77du=y-Z6d09W}L2D0$b$5>AJ-&mZ$~Mb-p*g
zEmyPL)huV3DEjGYmP?Mgn&tc9lm6h5zc=o6MrTl(`UFaAqIx6BWS%IUHpGfoozf3R
z;c(=)2Z8GO-MG_y)Z7c3k7`l>m(%;78ih|sVju&16y<br-0KfoArACV{;W3&I=yf(
zOb0h{Bz<=^%d3hluKqUHFFW4#x8-!Y*(@@fu4Xx;=G*61n7hA!5DaudV71;Hud3y{
z&zU){Zn>*lek66v4c`rw9XzUBKG~*p(J~CU+U0twN_hOI=U!L4+|@33waaxmY_*7#
zN_pyHYv7au*}6TmQnrT5{=(~;t6i=qE6*IIOikvD@cX}?yLNf68I08Q&D2RxJrC_F
zm-hz`sARm?8G1p_3&x}VelY4Zy-~m4^+tQa$ZO*FM(B-)VGF-{aF^<|UFC9qS9F!j
zZ*1SG+<ba4P|D>hm*4J<!a*<SR=yc^x|N%QL7#c!Dwp%Zt5@O|^u<*!FO`1cKkW5=
zSGk--&{Zx^Q$$y}Tyw@%E*GreS0tA+U9dxMX^W9f(eVF@YJeXn|F4K@o*C!=rI)ax
zU!1O69Ak-E5dSYDS9-kq_uOl|kt;n;JI|8SdrNqWTsXbAxWy8+AbM}abeI*u=U(TH
zm=2R}o*k#}me3ZtaQbd>izRA7^gZ<yf9^Hj$j;y@mk;{~qv2=%Jxf$)zi>Kl@ovF%
z-iXw;3V_eO${Uf|7U4WUZkM;jw#bFkc#B&sQ46xm8+A~O65w;M??xRIgKVA~r|p)=
z7P)ZRZgGnxYC*K!*x#)J;B&9<#{O;*&hz6m-V)m)7f$0XZm~oyh{hWybFOl^t6Z)`
z-JQY<Ml6`F8x}je{`cH(?}o+BrkrQU?eEqmRpi3$?-sXMq84O-H%{Z@)xYOn>y6X+
zIPE-3PVX(@Epp-X-r^QZ)Pm@}t6Yu<Sv{v}rk$^?V1(2BMb>=7VsDfHpZm?;u-F@9
zvj)3;-V)g&7f#zPZm~oy$Ubkp)7$mG=U(BBcY2$0o*}36mf#k-a5`^sizRA7bl$Mp
zM>W9bUf+#u$`RE(Gfvknfh}_3blu_>OVk4Dx~>6!taM#d%`@Y4-4fU$7f#nLZm~oy
zo~}nVz>kxzM^y97I9;~{w#bFkb&FdpQH!VRQ4R3pr0WsYJTp$$ErBg^;dI^N7E9EE
z=(^!mYZU;Wdv!OwYAwQfew@ZzVq4_GX}rZPmZ$~Mc*81h*Z-b-l{c*NHsw4+PUkJb
zEpp*>-r^QZ)FSG<S^xWZ>AXof&ydr3OK^)^IGwk+#S*n3I&VDLTLr-9UgeD^dy8<M
zAE)t_*cQ2P8gFrnC2B!5-pF!gRsf%Sg*UQXnRN5)IDNN-w#bFkcZ*vrQ46B)hObRj
z1AOka-SD-EsOFh*x^4+<kqf8m7PnZU7DU(i-uSj$<#JcKoMocur>k5pIhIhmFuh9l
z|Igmr#L97GYhrmts!3jn`e{+plUh$*qkgZ|-A`F{>+=4#yW65DzHZK=)HKO%V$d^B
zomCZeD~ENnN|{;Yy=}~5U;~C1wikvCZ*07UJqEn;Y7E$b;f)uD0mHDp7?16h4R~S0
zJKGqqd?GVW<~doFbt|rTsjTR8yTz)=jEp*Y&i6$`MnuMUeHyDYJ)Op(R=cUs_o6q&
ze~oL2=lbE-v`%KGAHGSzfpv#>gI^=c<(;vbbRL6<d*^{lR1o(^om-#Zy8o#2NJS`o
z)oE8=+AG{yxL6dW3ug^NP`HoOvm`wotIjm&KM9W1pw~GX_5H(kcdIR$>T>`SpXE&Y
zf(S{UMamU?Cd%dD*1sk`ZTEv-Fz$@QUgzXs@2kBXf0C>wE$xTVbR6`RAJ4`r@lVEq
z&$cYZnsB{@%ZC^18__La4P2d3dOS7=x<4P1WE8}zGnn*kK}*Yhd%j$i_VthQ)*MqW
zZJ=<TcexF(0^;$@<?#)F<1NH}p64<q$tQHiE_>HKEedV>w*l8?e`H1{XI&{<K6lDo
z!UhFIwOmxo+gtw5uuwYo7V80*7+pmQ*}I&o6Obv^y<hfRRHKpX-Izs_c%Wd}o^CzT
zAdFO;<f8F!Qz9-EQ#Jti5aC|EfHh|IZVZ%~ChBXy+um(&fh+cR4l?o=IpB+^mY48A
zzpMlU%v=|CJik&{F>}o)M!i1h%VK>-h~F6{qu#gx$@Wg~a4_r!#+28N)3LwZzS-{j
zd;J5fQQnUSF~B)Wqd4)m+S~0Ne_L(s_4+pt%ysWg<81sON@FN`A1>eN?+1r_YR_bN
zGwD6`yKu@^z5dSr{tiAOeVD3a=ys*b9|g%1HP%1By`2G=aCwy&)r4kgM6fdWi`7-j
zpPD;5$0g><vKm-iLlxO-zI?|VUwrk(HMprutSQF3ymIgE?K@vSyi-%|c@KAP<wD~i
zDgIlnCmw>ZdpL<&lcAAFZv8S2rlZya^(+oybjJM712X;~ishMbdyW2hHckUV)W&f?
zB#x`O;&iG8Cih~Q>f4i8wX<lQntUHGELH1)e>Ry#gS*iX8nvj8b;3ur*>6vxL8t*>
z3jUxrClqe-{Aq2TJ5Pi0*_lMKyco(W5h04@1~|pX+{R?ZnHT&8AH1&kkD+@RWAl5}
zf1C*;A=6*=ABO`Kr9h{m+Wa0Ii*&BBf<`k|eduobv*`euP^?+s@gE<DNfJg!zB-vs
z;?y6*h~<K_qsg)Ik0%2?;9)#Kt__dpu6@IQJPqPB495O2RO11;Y8K5B==8!Yg7T+9
z3iAjNo_#ITCO?70*`?-}M6tYVq(!m3j)0<AUU)`!QOsO{k4Lgsdgc!7+&i)sgsl52
zwZGSC-B)QfMn=|s6;+t+7vVbd7$V9Mu9H2|tE%6PXFS;>y=pr~NqEn|Ym*S(GjAcH
z9N|5AmxC&QH=gt4T@GqDMo0M0Kx>l_zB6wjq8#Bn*_DCoem9=+WLE}mIYvl0&wy)_
z5Y97iA)*}NeBGj*##5fWq0N^6VSI$~47N52VLbB|BFYiQ6a5n)4la{uJl~1_2{9XE
zBW!1owMhuunYR#8j<B7y?@ai+@q8!kJ2M>PBaCOTwMhu$nYR#8jxe6g%!y*TD3%+j
z%Pf562*<ciM(numcjKFPGGfOq#|TOL&KfD3gtYI>TZkw}+IKP=Use5XJnPA9eARZ0
zlJK5^*CrvnXWl|YIl_BUEQc4eikO;6%Uava5yE_znNLRSiS&2l8+$ThPs~OJOFPdX
zYm*SRGjAcH9BJptGd<V+Zam@1Gd;H)BP5(>z_m#T=b5(<QI2q)jM<mk-;L*cZgmHC
z;OdlCV`PNu46rr{;X3mcBFaIo7uw%z#r48!jEr!d0oEoVTxZ@wM7hWHQu}+IxL#U~
zkrA#lz}h5)>&#n-DEGKtYJaa2*GsE0GQxERSet}!op}op<p|fws#+%e-FUi_Rkh4;
zjE^v$!PX`rjA!0LL^;BEGAhq?zZ*|^GAhq4#|R1M8E|b9!g=N`M3jr1r@G(k#d&Hu
zMo2i%fNPTw&NFWzq8#Bo>De>k@5WP}^z5187$0FggRM<M7|*<gh;oGSWS1+d{M~rM
zlU=T;-54F=I|HpvLio<Sg@|&5?_{k_sr}t}wv)9srPUZ2;W`7XO+vWNyoHEzgzI>3
zcw3@aE{f%d3ENLmEYCeAisi@Z8OU^tV!0@mE21S1T6^1vs50Ij^gxC(`+Lqx(s`kx
z@-8axTFw6Aa3+f7z_h<RFV+0q6w7hv#hlQdw_bYXgNyWxsFjOaIcTGPbG35v=Cs~4
zwA3oEoG=_@g8`ycjvAugf-Zk9mHl$5k?VP9%MW|kr?JWeh{Fhk2R)GLzRKmg&lD)m
z1|~dE+`g(~hR^k$S1VlXy-`&z*0Q_r!lh(0iPhANMX6kr%9n^=V?*w(qJmvyu93qo
z&M(!)E^;mZg7umxl^3$|tHh`#G)p6bHIkoZYS4Zh9*t5EWAA2C>0tyK>V1%d)k>~D
zyg2K#y=~8RQ4xCl>BV~EMYftRqE>#onX6k@WYF7Hhk>8b)!q$r@)aVCZ4P}%4wYih
znV|QrlMpp`7t48Px$cFL3gYk&nM%7UbcsrM{&ObZPwIa>Khw@XM6G;@q`9b-i(2`4
zrdACHU-*Zpm3yA3m6wf^sFl}IP}Ir`&&UpnnJe%SN%l$4+);FJFD1RFFq2iJ`PsR#
zmHMpgsiZ#J<y4)d^`~#lqDeeZ@b01y1A1uyUF0~a&yFZ3Yraa|?{!-9Ra%XaI8Vn!
zxGr3e>)GN4*UA3qRmJbdGoI{^UbS6#kCpkkKc$Ulu0upQveuKl$3a!U8_#+29tX7>
zqa*D+1FcO$_|CkAh;oGQWJd<B`Q3QNlN}kj<rpF1JOi#xLO9R7g@|&5^W^Ppc>M1N
zskzz4Q=Yt?%?!u*2;&)SZ4$zG<}E~&BaC0XP_OZPC)y`^;h~8T#zxrAAZwElwli-b
zq8wp6Y2VqxsK)c1wC~JtjE^v$!PX`rjA!0LL^;BEGBYP?<)T(@pf0oUnIjzIIvKI!
zn%|9Y-pPm^w;UrR?K^9vY!cGGGjAcH9BJRlY<yMmyYZ|iv+-5iF-pRF240(l@Sb@K
z5#<Q)MXekbO%^dVk(Tv$nInYxE;FBu*b~|B#y9q4#GaUq43>7DLDnWAY-ip=L^;yV
zlV^Ia`Q3QJlV^HvIYvl0&wy)_5Y97iA)*}NJQ=eub-x?W_uOhxD^HWjG);c)f5{+v
z{)BLy`Oaak7rNhT#r48!jEuDF46rr{;X3mcBFepXz100)C$5)PV`PNu46rr{;X3mc
zBFa6km%88U#P!l@jEr!d0oEoVTxZ@wL^;BBvZ|Jeem9=(WK}IQ9OEO5XRx(N2;-Tz
z5K)dWo{Y+K&F{ujo{Y+K%P~U2c?MjYgm9jD3lZfa=c(rRdU2jwju8^hGvL}Jg!9Z>
zh$u%mPkQ!D^t<ttCp~*+IL1d9&tPkl5XLiaA)*{%JlW-ns(v?~@MM=OYBxql_|8CU
zlMuc$Zy}-_;X7GtQ|f*<p6z6<O=&eoM!3!ZYm*SJGjAcH9N{|N8{U?vm5W+AV#4-Q
z)XH;@Es!p(-vFD-6V~T@(HmvImZ~K6hjEZAk6+0wyQUQ~;r|=nCIJW59o`Loji{B2
zTDho|AC3C{VY>@*e1<Zjqwa=|x~P={p#S=!G`ZQ9X4u%QmtOhsVtpfu<)T>rTolX6
zj84wFQnP&Slwl$p6cE*NQ7vz8`8&fx=~z_DMYUX1%l+NnFxVgL^-QJt&L|o6#(uZG
zn+bDo@AM7_!){>CzIL3B{q6S6cGutQA7G90emsalcP>h!H~~rT?e>npt+w`h{hJ5o
zy7#7Wnx0PMD2<`$eYkw5zaJd#sXde7O_0;`yKu@^z5dSr{tiBfe3+_Z&<0PHKUxy3
zi&icFNxGtH`2=^~x4*)8qSO>*%7FUtOYmPYj!|T<d=b5J(JRMi*NVJ4Dx9BA)xe-;
ziEjFDRU8gaO}@o)?4Lip*ZyoWiw1Y2A!tuVeXJ2a%75xXcr;2&BXsuLlV}j8;UqEz
ze^8qfa+^F$q{yEJ<Fhk~Ub*O%pJ#H_AnS#Hh+etql>_LCre5^Q>nJFC<%MTt55>$C
zY|uwf2)^vSu1~;(Aoh%Nmlf=~GEi!osITj%HLo7UVWQGh<r9qAPh=B}*Yl#Xe~a?2
z!h^~v=#5o<f$L0Y_Eb`Ti=tOvR^VjSm*|zt4ogs76qSV&%P=m6>tu)Ys^)j&*Ljj1
z(yO*(=+E;&B5i!u)Jhvq`W>V)dC|+SE{6ByO%AI2-FVKEH#w-?!gmJN^CX1t%xj1!
zM^<-}JsG&_cjFmP_GI9eV}zuQXTY^d2<Mr%5K)eBo-Em6vfquTJb6Ex8IJK0#xvO3
zB!uzITZkw}7*Etsi12sg`A*bNh}jq$VLOAYO+whtyoHEzgzcn#XKUme&v(+kGs7`H
z!gvN-n}jf)c?%Kc2;<3q45C*qdgTV{qF0_d!ZEIs5j(E>-T3C6jM#C@F+$S5vqs7$
zA?-W!79z@#_MObeS2e#I&w4T&U$q^hB)n(fwMhu?nYR#8j__Xe%3*;;5mOUsS%;H3
zLYVI|^T~)k5&mv`V^2oxiP^|tY3CVaZ4$zE<}E~&BkeqSrst~PjVC;LrstMpgoN`9
zxHbvlJo6SJ$`Q_!F?-P~moa+-bs4kI9N{q63+3;|x9#N3x#PlWjEuDFtZ}kQNW0Fw
zg@|&mT`!ft*NN+;)fgG!Is>dtLb%Sng@|&G>!tGdI&r<U8Y3fIXMnXy2-lgn5K)eB
zovf;5vfquTJ6ToB49EBg;~8vi62f@qEku+fj3=Y=T=l#0lqaL|+;WVNaGn9zCLx?>
z-a<sV$a$*zy<VKBmScp3^9;B)3E@2R79z?K&Xb-!ll^Wy<w?(;8IJK0#xvO3B!uzI
zTZkw}7*BS&qPpLWCp_8ZirS6Q5xz6f+9ZVU%v*>kNBB<G+LX%Qjb}TVe=n`Z$OzXN
zU~Lk@b>=NZlp|cnd&Aojy>ihjM@-m$ie7o{F()?47QOO%_;0l9&*f)6AyT!EC-IZc
z1C^*C?vFaRKEHMUQHLl=b=sAe_OL20e?t_mQ6;Q12$R&0)UzZ#9jneX=syXL)S%Z9
zRq%R%iO+H>ePKb$6?`Uo<>1!e5udjEK`$70#$m5>a<KQ+-i|*>R+E(W!w7^k`^t}J
zW0m+P<G?R>X2N=Ky~N7<7w8yKDqjs&ol$x`Ht@MW9}kc|idAPY>D$7UmizX6xhn1J
zALZ>hre4}W$vp3J8(sp$<Cn|h8~(;y2>LwFWlWM!P<6WOUC)G8$<dX*ZoswK9~tQZ
zzLhfN{J6=?1_DH*9Q8xJ1>Joe{7WF`MKEx-@UVA%8iR5dNDqfms$vg9dlmj8Wt=HZ
zoDE8N-m7pS{2{bFuU4|yd!wpZtmVhvg-gjs607MNi$=L<lrNFJHkF9yt)hQjWPUwW
zCn>0ScR_|*b=6LB!hHE4s_J=fZ~6PXgZ+NDhl1YKYpQ9i*S^~e66No-x3@Am@q^%C
z%VfP_WcLcG@%^15*6$w0Nt%L`I4FX{g`!cuEFxGVwbK<f%1`OU-TAI6!i_)9Q~`A@
zDO%-|;~)+Dt#mROx6)CNw)#QT>Z#T&Q3E*If(25buf3U%TC{!{2h&mOfqE8)sY>R?
zLcq`HYVU^e{wrj_!yNjM94d9UZ%<;?zI75NCf8yy?=087FoGeK@DE^mA<?}=BRu~(
zQ|wRbe>^|a&Oh!(sk!2ZXI~*&<?|ZqcLyp;!(piVGuht{7Wz@kt=|vg;8;P=2V-BK
z^?@1(JvII!n3_@-gGrbAa1>0jtM>ic-+p)+rNN0QtUeplnO~gkH)%L---+W1-tb~b
zX4&p%{XO%m#fKSJDAM2l7o_v0B+i~}z#=?!o{80O>xS^b>x%yvdKGbC?6~Sb&LokL
z>96{a!wj`)s1S<ZgJY4-H3oqCvFcCafj^rL0;m8@G4J?~kHaJhqa$CPOeb;bk72BG
z!P(K|Soz13fgb9ZzcxIcyY>zL@id6jFc|wlr15}UHH&l=?ZZQZ@}~jF{>BlWea(Ly
zP5cu$oLy>u>HFEyS)^~_C<3YAf&VOsBW?9?930`rCil5N(ABa*L*_zc%k!Hwz8F12
zjJIf&qbEGsKQVI!J|qdDFNo0Wsf3OC=pQU9kc;6x8Sg7qzt?HSS7|kR>O372;ks}=
zuIHW`n#E*y^s3%>;~7tON3Ys0ywAA%P5zNKo_P-u_53>R-)b9A-r}H|-;L)yd5eSE
zjnR>Io`KdTA$(`vLPR;jcd{P?SNv`~<H>#u+;WVNaGn9zCLx?>-a<q<!g=y;Hk15r
zJmtx|+01Z^k1(FW)+Qm0XWl|YIl_3Nd_qLO8_##5d_v5|*a+JhWNi|{cIGWalp|~>
z?K_kFZam*f`_2r<_z2?}Y;6+4c;+oclp~BMGjrt|F^#8tZgmIV<AK*Ja9s^XM!3!Z
zYm*SJGjAcH9N{_{vEz#0jpsWVvE!CwgoN`9xHbvlJo6SJ$`Q_!+4!p7cjH-4X5*{2
zW0ZvV47@f8;XU&fBFYioi&i--YAj-EA}#ChGDisWU1mNRu_vP6jc@G9h&?eI87%EQ
zgRD(L*v`C#h;pQzC(ra;@w@SaC(rcUa*U90o&nb;A)II4LPR;jc`{}%TIHfuZlEr2
z&Sj2pnCpe=cjMc3GCwC;<;l<eFIjVR{)Dva%y;f`y;S{PC$5)PV`QWc&j4$a5Uw+C
zA)?&t!<VYx>%{faYK)9<odMP+AzWwPLPR;jb+W3KNq#q;?qpRhGaTb1jAyX5NeJVa
zw-8Z|FrJLcbH(q*Q=W{<bIUP8!g&T<n}l$lc?%KcBIl{%_j+-jT8<GC&NJZJB!u(K
zTZkw}I8S=^O!B+&lqWrVW;n)27|&p9lMu!;Zy}-_VLaL8ib@AGp73OsD{41JNBGV_
zYm*SZGjAcH9N{}zYg4LzH=gZe{=KvsBO_dAfVD{o*O|8vQI2pO?+tHDw8}-R95G@0
zDO%;Z#}<ee)^C8#1q$o)z37dyUjr4E)E{d3pl2YqeI>K(8VDKc|8IDk1RPj*csKYp
z{%973X@2EpxaLxJB`7!+f5nyWSFZee7WSX?N2>p1yS)B8_19m_7XF2ul`o=I-ZdT(
z6?IWj*J|<YK@Td3?C&`%g6D-c5oe-R4zc-aUaI*yX_YgX${Yorw_bYXM;GiI(JU9u
za@`&K#+v11?S|QFsMIZ=KWE6u1_ngC90f5&yBzV65<z19%#djU7hV3<M60uoy?*9+
ziOaUviCEv5MIa-oVCkL@o8YDa=-F!RQ!O3;w*J7sl|-%);a<IrHJ0Zs)3Yuzogr*p
z<a=k7jC$ij8hd-EcQ_b!gW|mT^4f7a1|jd8AmqK*KPUi*+1{_}c<=bzYHP38zd0x4
z{oXWALGUt;(inbq9}3**?+1r_Y7Yy;&wAN=%(0@hJ!Ti}@-niE1A2BG&kSE})K&}D
zDlw{I<Wiy`AGc^#p>^Lg+4nG-j)Oi(!)jGmA2z=9t6O57_d3L0Q6VrDp`xxTvekU~
zjyb;g>Wyn~dzXrz(0TEGuiU$P`_7jS@6?og-ou?+vsBBDgTQ#EsvPz+9q-m;Xatih
zGUMiV9uNuVR+zLvr##3D68-XaCX1dsNc77MVE&W<rj(i2%HVfSrl`?fuQV?D<)UAX
zHQ{-yy61HrifW5~x#*W`OkIL5b^RnvvuAcLb`nJN%ZoZk_EgMVfse<s3rpsXqDgzv
zQ?(bvd$J0wR03b8RbZvn7#UdwR#aiOUxe$-V~8k6R)LWn)2kZbjb}XBF}-R#MoD<j
zz-yBb-ZO6@q8#Bpd9#D+fH$7=<joFhH%3SJ&OmFE5WX{SA)*}NJDJPpD&UQ0JlUgx
zTaFPD&NJZJB!u(KTZkw}I8WZ!W-{Q7r#yLIn;DMr5ymsv+9ZVW%v*>kM;K4kP>2wC
z<M~e1P>9(W8(}+xtW84L&b)<)a)j-qeP=S@jpsXQ-<jbUA7MO$txZB0&%A|*a)j|@
zX0B8MZ#><}{tTtn7#ZO@1FTI#xX!$Vh;oGMWW<iEfH$7+WW<hJju8^hGvL}Jg!9Z>
zh$u%mPiEt*FFZ7!^<*}_YCA?rc+bFVlMvoBZy}-_;l1dW!y8gXOiiR^t!?HAVZO`E
zCnNSm2)yx)JsGhlW+Q{8ooA4>NeJ7Sw-8Z|wDaVdo~wX2p77+Eo?DI)63#Q=+9ZVY
z%v*>kM>tQ$>_xv^^vey@<;}Uw5e{=*^vk^??=|mD4_~xrmHZ1x!1id_-!(rS#VQ!6
zfjMy1kJDr_O<{Ma?C%Z#S(uLSpy-#EyVWe((X9R*`KE4YeBp1&mP+7_@5ht5_|j^u
zg{2Q~Y6SZa>BBRhA)?&t!<S0n>%{faYK)9<odMP+AzWwPLPR;jb+W3K$$&SW?qpRh
zGaTb1jAyX5NeJVaw-8Z|FrJLca~1H$Q=W{<bIUP8!g&T<n}l$lc?%KcBIl_J_<C`k
zT8<GC&NJZJB!u(KTZkw}I8S=^Oa{F1lqWrVW;n)27|&p9lMu!;Zy}-_VLaL8it2zj
zp73OsD{41JNBGV_Ym*SZGjAcH9N{}zYf~zLH=gZePOh{XBO_dAfVD{o*O|8vQI2pO
z?+tHD^vgxR95G@0Df;EP$C|Bj!Nj)emm!IMc|H6^zg+aoKfiVVQHSVwbp~OQ`jL8;
zq^D!mnFf8W>pkdojz)d|u-yewJ_D#GYH{bLiDfow^rBx5s0l7kqI))_qc&I@ua|;(
zc;W654Rg^je=Zv4i*`*ZRm>NiHI!rn1fpYJ$Ve}E4AAccT=HHfuLgK$ixYeNjQ|gX
zysvUG?=$6#v%w0_dlfE(KYZ5ryjodf?~PO)gL-hP{85lRQRA_e;(Zq`B^ykvrhV+O
z2M+z~qGK*P=EE&)(D8E>jcm;8)re&m=a;Hx7rB;y!FsJ;yndNx{TU%%u2BESs$<?w
zRRmpdKMs#Z=@K3DBNeGQ7>9qr%J$qB77)NnadB-`WUKiiO6I4V`NMEUBE4O882A}o
z?cFdZUm?%Y=Fo@aP$`j}iHYAj3Gto7kLz>Y3nLZ8;U6*ucT?zM*=V9rZu0%4zS#VX
zD482iiIRD$;wTumwRrn)RU8gajc2~U5JSI7!*Tmg98XZ?eK91nZ1-c8rdXUQRg<Tn
zPjT$q{et#fO5(n;1P`5O+V$JI8GON7l*~oRTw_p_%<GsaO6G-UWOv2P75Jzm`>|y1
zz~;}9H6mm^Sg8rVPV2!+t1&X?>6i%Dh3j$sf{9B>?`i$nx$)HctZW3LKHJ6Y$3n*W
zt7_nlXFS<Ey=uGgzUZ=?_lvag%yWn+N7{Jujt5l)Z#?J8J08?-jE=PP474^0;XCsd
zBFYiIlieD)9(dy!Pj+kImScp3^9;B)3E@2R79z?K&XYH{nIL%MDNo+qW`<*Ygz*fv
zHVI)o^A;k?5ylf;6e0=Uc)k-|6k;~UM%d0EYm*SRGjAcH9AP_Y-<cqI<M~e7cV;-o
zM;OmwYm*ShGjAcH9AP|}nJYEH8&7w#Q$uMrMn<^K0Be&Ft}|~Tq8#Bm8L{Jf;Em@y
z8L{J*V}ykB47fH4;XLyeBFYiYliB#H8hGPbPiEt*wqulp_YAx?3E@5S79z?K-iwks
zyy#HG)I?g=-(`*v=DW;%GGb38!5iP$lM#DjHZoY+c?MaVgs`1?3lZf=J5QeJxgL1q
z2~VEsx#buk;XDJbO+q-&yoHEzg!5#~UX;v5$=pC)-ki%E;V{=l$y}7obFvH99p`$f
z3EudAJei9xt;Skd`tYW8w*QbmJo6bM%Dp~(sR_PLTraK0$OzXNU~Lk@b>=NZlp|ax
zt7@4bc;o3#R@E}YF+Re023wniFrIk}5#<Qu$*4Tn18+R#$*4TH93v#0XTY^d2<Mr%
z5K%62p6Y?G7w4(v7$M<21FlU%IM2L=h;oGUq-W0r!5dF`(z9oVV|;}147N52VLbB|
zBFYiQlU=T;wp8N@Pj<PYc4Kse?+mmy3E?~Q79z?KzLT{!r6zde*-qx<N~<w4!gU5%
zn}l$kc?%Kc2-or6@U}$BT$Ica6SkkCWS)C$frMfGhSXf9us+|5-Y8p?%<JJVO6H=<
zElTFwYWols+uMU4R9)HM7eu`I@g#oId7u)|l<SW=x7_lXD49dNdnDTJe$WfXopIRf
zoE+?ZwYTF>lGS9U{V)RA+`jVT*;pn1$vE)m#3~KEy!DbY|N9s3AJH;j4P>2BdOS8L
zx<4P5WE8}zGnn*k!Ar}1d%j$iX8L~kfR!77sh2iTK+n6}hF1dd_~r8WhQIL^Vn5Gw
z8I$DmlILCau4f|A<mgIYH{jarZ{hw4rI`7`)8<k(NFZwFD6s1-cofiLl%i%XYUXE1
zT^nL~-g3?BBHLo|>*DnL@gN@f{V0v%1SF!j+dKZY+S=>&ZypqR%$N73F({}`<0y^&
zZhODo^>_OF!Qr0TtLA(Y#GCvs<ndLnzq7x;gO3G8#udfxF~6vp54(YJ#^QjU9mg}n
zR~xm}g0)JFYJ}#O>dRx(_ZR7EYUX6ejB{Lqh%0n~nSPkAqq7>S$X4@36wF1zJekA~
z!lO}I5nM;j^V6vs81yWbt<IFxnF{t|fp#sH{n=y|4emxm6|1O^y^N0*ie~HVw<pmc
zOv6cJ4EUfnC*(GHmWY!-4Y2>bB-6<hRl0vr`)hXxDoVp)sLsxMKZt{41$yDAUSD78
z12qnMYWzhoHMjC%tpN{5!4%!MSaV#v@8M~b1}CPl`fMzAi?fM>x$$E0F}G1!apnbo
z!3Qu=Fc$@L4LwmXuOpx+m=~UrT@^D|uwkDoFaz+i_qsj-BTCpa&RvF`d+*9XscE9V
zuAk_<dK8C=N>ioF+wiiVfbuqAbgTR;%DXxWVBoGdR`mt0Gojg2N&PKejH)qN2Uco<
zuhTlP(rUzutOF}KWcf|F&K!n_a%3GC*)zSW0^WGWlReX`wqulp_YAx?3E@5S79z?K
z-jjDbs1kVNIZxj0pmt+)gzpTrHVNT7^A;k?5x$dM8n_O4;~7tOY2cP)goN`9xHbvl
zJo6SJ$`Q_!H@2A&c;hKg-q>b_V|;}147N52VLbB|BFYiQ6Fn3n1>ShR6Fn4SHpWKS
z&LC@(5VkXKA)*{%J89pU5P0MHPTF^7IL1d9&tPkl5XLiaA)*{%Jeip*wZI!scd|o6
zX*EVhxXu7;lMt>mZy}-_;W`<y<2vAt=Q|m(<CbHDg!2rzHVNT8^A;k?5zdp@_^Jwc
z<5^E;<Eyq~l!W&Tyfz8pJ@XbK$`Rf#d&Rc##LtcIz{~rcxtI4bPQrW!Uz>z5pLq)r
z<p}f1h&_3+vGJTIBlg5>jE%6JLDnWAY-ip=L^;BC@=VWlz#C6^@=VVy#|R1M8E|b9
z!g=N`M3f_(Cu8=aU@i*g2I`_}oH@c_u8V@XD46GD7p^<b^->GG@%?x*7hhV9wXpQz
zP3vs`A$@q}GeneoefUxfe4V&nT8)trt~0>eB!uhCTZkw}xK38pG9mEB)19oUWrkyX
zgz*fvHVI)o^A;k?5yq2Id9DNAc*>Jed2TsINI1`cYm*SpGjAcHT;x2}0bei9Q_C?z
z!g&T<n}l$lc?%Kc2<J)9o(X|Bp7Nw;&kV=-2;&)SZ4$zG<}E~&BaA1zTu~+P#uJ|G
zaz*XN=m_5#Xl)Y0cjhfblp}m6Yi&v`@W!*9%*mBjV`PNu46rr{;X3mcBFYi2<GtZ+
ziGsN(m?I`^KSjYj_t*m2!urkUMZsJ<?fq0GsXx?WMbAL>*#CMK_Mh}es{dp=7c#gE
z5(eMNgbZFLu*6!+yO=Hf$uF_5qF|0vg_l6+E&tn|*KSSH324F|jr#s!ySoKSh=1&w
z*SV*}XQ=ts8HB+4NIgr^)3HJ|^g)kc#-OW-J`)9V2+rS~r~UI$FefiW8VszNcKP5U
zJtL~+qFSzXqQ0?edF9RNQm?#n!f=oc28dEQieQRTIpQNF^23D=aM4ZoR*^r>JM&rw
z?Iqp2EHAFnMfPsYqDedeQCE=Yo`B|P7-f2=S}6W)di_!XWo%>+;of(9L8APf_V!jA
z{^uVA2V0m2KW`X0HW2#W%`)xp9Q5%deu`50aL#cn!2lgt7j`_qQdlu_%_l~^KIqG0
zeMX3vYta9(DwVfsRpG<qVaA{^nvR3M^5fZ9B|hwi<MS8g&v#W3b*xO7GGI|p71?UO
zpep0yt2eGe>6b`-Rn|RM?%ln8=gWt8YRWzD;m)mDIynwfHE3lj%3(jya@DQL&}e11
zei;YTQR{(v7KbpxVt(fV5q55cNh^q2L0(YUZ>5vTxRs8AwAF{>J=K~eP<%RR!6K<}
zD0=1i>?(TYTI2hU=#@wFh!DN<YK<m(<=~Nb{Kv;(l7!KbKbjmX|9CRct(@@{IU62N
zCvobJVRQ`7zTrQf25}k&V}BT`@c@s*RkKJ}(SCY5RsJ*p>EAfQv#<G&qlte4hqFt~
zFMU5dDthJG9qTM_e6f=rqE~L{;(4N1p1A@al4K`_%pLeF;mAr5vg)f;{$8h5U!~O;
z8CmsJRAIJXgzL;>h$u(6PIgGIYJNAK@nnbes_hsh;XMPdO+t9jyoHEzg!kl44yyaz
zc+QhIIjG$j9pO6ztxZDs&b)<)a)j?>PX?~~-FU{6JsG&=7$M<21FlU%IM2L=h;oGU
z<o#?W``viTllQZk;TRubJcF%GLKx4yg@|&5@noqU5&mvG---GOF&kqeY-f<QNeJ7S
zw-8Z|u${E;O!m9+d?)QYGaTb1jAyX5NeJVaw-8Z|FrLiJmCE0Zr#sn?p|lz!BV1>I
zwMhuqnYR#8j&Plf*m2eG#`B$w*m27-Lc)0lT$_Y&o_Pxq<p}4=Y<yMoyYZ|iv+-5i
zF-pRF240(l@Sb@K5#<Q)MXwy*kSbzoA}woeGe-#XU1mNRu_yanG`_JXBlg5>WU#dJ
z46-%}VLS5{BFd3=o;=g@mzf(+c=AloEyoB6=NWKq62f`rEku+foF`-UqE{|@<p%2V
z=3M3ohq*3#<)T-flU=y(IM++%@5cAz$y|JCHP*t?hc~UW{fG47na>bW?)BkI<?nUk
zdTBLAM!3!ZYm*SJGjAcH9N{`yRm)_*8&7w#s+Jj!@e#%|*xDq7@yuI@C`TAiM&-Hc
zcjGBfM&-HX7$M<21FlU%IM2L=h;othRP}qkI8QCd2npvIaBUL8dFCxdlp~xcJ$okm
z-FV8Ao;@=h<0Fh`u(e4D<C(V*QI0U4>~ckQzZ*|@vda~<8>1t9XP~u72;Z5v5K)fs
zovgJfmA@O$b}}bdT8)trt~0>eB!uhCTZkw}xQ_RRw<UVzqF0WXu>BOh^4w#hS8i0t
zN3$qQOTF<+^?Ku?S6-40tK#xV6V;k?>%=ltt6FdEZHeanM;#*Lw@NfcuN+YG)kUdt
z^Y^2$F5I&HIdkFL3$HUL?=C#4PE@~ha<KQ+-i|*>R+Gm@GtKAG!h&rJ^=maeMYVjj
zuyjW0@z})V{(MZ5Q4p)nU}7C^TJ8dbsWcNW=IuGAUfOsC(Q>&BV8`Q^%i|mV##=nk
zWlWOK=b>6o)@~TymBQuo=gg0@fdSDj7wvLT_1+nl;?y;&z6Eqw60OcO`9!<CcQ_b!
zgTi&@%VMePBG>!zAO;EdD2?I-1fjRvJN~xX+Uxai9u#@Zm-nV|3WAq$l*S;wzTfWp
zJN^COa8K=3bH17Mp88$L<EvhOXMcaETg~xds*XW)I#vECNS>(i*xzn%Z)a-M6dril
zN-)68qFuf)j%S9iHfpN{Yn2$)gl4IlJT`hiSy8*ZeD&A<3WQK0D89IUDzepl5zTVZ
zEXQYl(JU9ua?krd88;{qA)4jY3UqF3vTBAGmBt6JEB<43lE&Dry6Qj9q>)l%$E*J1
zaG;_zOv6G{{CjXL(z(V8`ZuxaPoRf2n+~A2gBsyPcU+y!>5h}LqFGJ?jy(bI%0Q`U
zqP~6!_Oc`AN$ToR93~2M+4Gr&>@hT(S-4K}7uQ~ePUtA;ja7YtqFGKH$G(bYdEpM(
zM=^5+8}!ixeA#<lp8x`4&p3BkK|mq2=e<#VB(ATF*i%V;wrpIa{`8Gm1TB+-HyC};
z0!o80QgKqBJr9}Zk(FPi`u94m{3@+R{K?8M46gO3aGkjf5#`9rFS1K|RrkB`j3>LK
zS8c~A3GW$rZ4$zJ<}E~&BfKYXb5QN?#&e#$%|Y$P=m_5#Xl)Y0cjhfblp}m6^Y>i&
zyYY-C`!aCLF+#$523(tjaGrS!5#<Qy$vfIi`n&OzC+}!8!!bU>cm`XWgfO0Y3lZfA
z<B0+a5&v#H--!YWF&kqeY-f<QNeJ7Sw-8Z|u${E;O!~X=d?)QYGaTb1jAyX5NeJVa
zw-8Z|FrLiJmFnM(r#sn`p|lz!BV1>IwMhuqnYR#8j&Plf*m33W#`B$w*m27-Lc)0l
zT$_Y&o_Pxq<p}4=Y<yMsyYZ|iv+-5iF-pRF240(l@Sb@K5#<Q)MYCKq%Nf2&LYPmS
zL0$m31h1ghuVr1AwYFr$o``=pzOg4G_QY(gm8G3$khMt&+nKizQI53p<e8rDY}0tc
zlV^HvIYvl0&wy)_5Y97iA)*}NJQ=euH!f&A-^rMLX*EVhxXu7;lMt>mZy}-_<hp2<
zi)ML_b<r%({NOIvOZD${YS&AvF*4Gwv&P9LA?-Tz79z^McD+>pUMH@XR%2v@>kP0q
z3E?{P79z?Ku9H=@O!~X=bSJB7nc)~8VLXGaO+pyYyoHEzgz;olo-2Php7LZ=o?DI)
z63#Q=+9ZVY%v*>k7dcOrzt@ZN)N+iFaGn9zCLx?>-a<q<!g<oOXVTw|r#$J|Gs7`H
z!gvN-n}jf)c?%Kc2;<2vS5*7E@q{P4Tv59*I>L7bTAPIMop}op<p|%&TANb+yYXx%
zYi&xaF*3q+23VVfaGiMz5#<Qi@!s&ZM6+Bp%MlZ{pQ2fwdrUOTMYEhJqduO*PdX1&
zqJp?T>fHMLRz)7U?Qu09tcpwei845<gsq|_o%>CECO&%-9I5u82k$p#e_vRTau6n|
zAE{?adOB8}Y0%eY4SJoUQQtpocemPIkW|W;TB`e+pMekj#Y>Rg9DR@ccpDDSrk!3G
z>GDj5E4t|ElOvPt%;$#;o&2})Qk@^oG1r~@<4yX5{h$|&O;HQfn89*$@^^Drb;e=u
zImmLC?@Qnvt(RVT{{kH&TIHfuu2rHgd)J|=neQ(kW9mLP;M(kujPwBC%9@NHH<{T$
zfM}G9M!9H|gSH|_eD7v@-1|ER*pwT>c;355agwH>7Y-udTi~wU-Z0o7?DdKa=F2;y
zWYilMMQ!hhMtSa;8X@e$e@hjyi(JdUV7>O;UXUn%r@al4f><2{2V3UC8%9U72oQ<&
z86jRC*~OysXKT&>(P)$xum7#AQC?h81RdK)rUt0DK+#Pno-A@#zn~K1;;T2VK>?Ro
zDOlo_dv|Z&`SRhNYJuM{-MKYOC&!?XJ81n@#o;jQ2WdEoT9aWb*G_KzG7hGr)&un{
z4ofB72Six86(+49Y6W>gVZW75CgWB*3er{|j`vh+mO%08qy-D3!l7uC<CAo$NPT+}
zt9I_v_M_9O8kne>7(57%MrkE?7Ohj0?_&~<GM`oe|7<dg26v+&=uJj_>|=aXoBj4A
z8i1(s1fRz~sLct5n;-wv+B|oj7EgUkGM!9gQ_>G=OS+q>Jr6^5cGmkr92|oLbd0Lc
z^`$;g<DjR;Uj$QQz=yR4JRAj6bl+lCaqaDgry%HgVhXFz#$vZPn`o39FBTtsRI@nz
z;=hPSx#xY~e;iHxS)^swk0Q|g9{A6KI0~a9e>e_~kb2)VIOuA5Sv&J2_645bWbwsl
z6=T>%qZ~cqiAH(m3Vb*cLSGP}*>gqxPK+1Bdos>fs(r81O0UvttZHSYS5bx8ei5!S
zk0GL-U*r9)a-HmoUe)<-Jmbl(=vCV>O2T^vUYmsQo_Pxq<p}S|+Z$BtyYZYSZ*Ne$
zF*?F`23nhh@SS-J5#<Qq$vzBR>AUfaC;KpP%P~U2c?MjYgm9jD3lZfA=gB+SOzOMw
zlqc_GGs7`H!gvN-n}jf)c?%Kc2;+(32@(5lJl~1p2{9XEBW!1owMhuunYR#8j<B7y
z?@a2u@q8!kJ2M>PBaCOTwMhu$nYR#8jxe6g%#~{2ji-BVb?0OpbV{o+GQxERSet}!
zop}op<p|fwh#gn@Zam+~h#j{aBP5(>z_m#T=b5(<QI2q)%*I!Bz8lYaG8<pD9it??
zXW+F-2=AG<5K)fsUNp)@qnzQJB!v0I8KP0nobkdFSnrY%d(kLQlb`!vKBrI!+nFN~
zZ;rI{<e8o;eK)>$PoC+y<rpF9+cV(WB!u(KTZkw}I8Vmx%iXIQ&v!CrUs{ck5w0`9
z+9ZVQ%v*>k2f1EsIkHw<FRaGM2-g{4Z4$zD<}E~&dt5KozSoKCrPUZ2;W`7XO+vWN
zyoHEzkL#t{_d0RCv>GELTxWo_NeI`Ow-8Z|aGk8GWm4abr#o3y%M8c(2;&)SZ4$zG
z<}E~&BaA1b@?7b=@suZ{^4xNakZ_&>*CrvHXWl|YxyX6g&^EzcLD!4()N+iFaGn9z
zCLx?>-a<q<!g<oOXHwsdr#$J|Gs7`H!gvN-n}jf)c?%Kc2;<2vS5)h}@q{P4Tv59*
zI>L7bTAPIMop}op<p|%&TANbsyYXx%Yi&xaF*3q+23VVfaGiMz5#<Qi@!s&ZM5A0Z
z$`KQ`pQ2HodrUOSMWdW3)QU#Akx}-y)%GFkJzt!5bWTFiC`V;A(RDWsnP`+RYtfsg
zQC_T}Mx#Ze+=tDd{NveJG|EMz{JCqC&&G>2$_pN{fdJ7c$Ej{_L3dxjV1LPbnY?H3
zoh>}<U7yA(O;4wB7=dD^2O7Fp;XfjPd!{sTHYnkFufm1!htKq$_h!<2>Vr=9zOQ=y
zo&EitE>@~<r0RG&2FY806eLg7c&sIN--Szw!sLh5JpOijdpi?y-Wd*2$k}5GJo?u&
z4dBv<4^kCDpTv)~fUDN+&PoU)`1wMN)yuTFv<)xuTdxzVzA=j?@c;x}2R>|in+9Q&
zX`O2KzfC=`l9)9j+^d(XM!$K>bgPR@X9!pq`IakL7ugm|S{J8RfEeaI8%db69y*v~
zMR;KLm0*CG>%xxbR|+d;uKC2M*9U!Btj`GX^2ja@=-F{RGkmpCTP;|t#Hc1TOCy4n
z!K#Ym<;ykpR}|64A6;BO71?UOh(@_+l;e|hsU|KO<r!V-)x<@ke6d`8CS`s<>*rM~
z9O!dZ4}HsNwC7S1_l+rd=sXju-`3rraP}4du{ufPz}Rusf1F7nr6&EV|2Q0|C=Jt4
zp=S5@;8>({jTLl}wZL~g@MqHjbeJ*AJO1P2FiEu9w>p_l;?y69NxI<dXmYIl<H=w)
zUUY4EJa_FI{^My7r(rPmhoKq|NSU)}re((AVL|!RAce<;2+zKjsga++;p|d#bD~jR
zvg^`uI%dyR+D8cNMUQj!nfW7IeZEWZ09Jo??jfu`>&0jl8<2RSQI4Jvjq=<R_;4f|
z<(WT<TH?78nmv`gXx@{RUZvXiI<537t;Wclr(<%(i@mOwct_rA-kTnF7mBLj1%0_>
ze&?E>j$#!I)W96L>c?p^nHGJDH~eQ|I>LjpYvS58-rp+M$*$;Co$tmop6rTVwOx4s
zjjJbV<CzN)QI4$eByVp}t?$Njp1i$5?Z)UxJI_FClMuc$Zy}-_;XB!ffh&DCp7CTK
z25vb<NI1`cYm*SpGjAcH9N|29C!0xqH=gq3oor?}#zz>>U~7{Q#xrjrq8wqoXq21i
z%Gh1z2w}U+Y$xqIlloq#_MI7ywXwAC47N52VLbB|BFd5Woy^RYYTu2gJK2Mwv>GEL
zTxWo_NeI`Ow-8Z|aGi|Uai#CZ^PP;?amz76!g&T<n}l$lc?%Kc2<ORcd{yVW@vJAa
z@m1R~O2T^vUYmsQo_Pxq<p}RZqa0Ri6)`oDmNC4{5yE_znNLRSiP(4J8+*|xm({lA
z%P|>2i|Tv9&Ik1?*kAaoGT-WITk=fLmA)HKc=AloEyu7+-<~y7HVJ9rnYR#8j`Z!x
zn0=}C-FUu}G5gYLjEr!d0oEoVTxZ@wL^;UyVu!4?;(B2<Mn<^K0Be&Ft}|~TqTJ(p
zxgpUyalNz}BO_dAfVD{o*O|8vQSNcQRQp~hu9sG0WQ6Msur>+dI`bAH$`P)URkcj&
zyYX}<Z_O~nF+Re023wniFrIk}5#<Qu$*4S6`ffbs$*4TH93v#0XTY^d2<Mr%5K%62
zo+^E>7w4(v7$M<21FlU%IM2L=h;oGUq-W2hz8g<@(z9oVV|;}147N52VLbB|BFYiQ
zlU=T;)_3CxPj<PYc4Kse?+mmy3E?~Q79z?KzLT{!rP_Dn*-qBllvZP8gzF5jHVNT6
z^A;k?5w7FC;cbaVxoDIlCTu@NqdfPR6HE7B0~MCkAI3qhH-061`QREz|LOm4c$)+q
zSa*0g_%;4$7KLek<z=|$Qg$UMHx_@zmG4)s{CXDlpY%tn|75$o{yX*8U#xUTVXyhJ
z(XJk;rauvl@^L3gC$Z`rjryWd-tK}XrvZtmr=#ZEdaI`!O|eqhx2y!9vdsQ20r<_=
z_ehP<hQqUIrx!+=9VWvSO_b@ABa`gR=Z6fP!wgAysm^c6WiC7aN5eGA%XO7_OQKPp
zX_SLwM5A0Z%5^vFvUfcbf<}g{`ndtuW`AU)2Vhm!Wc;|v%mxBPqg*t~+grY9l>6QG
zZYH+AzjJ_1xgm__ogrXd<Xf&}U1VD<X<eK?Tid$GdZx&Ak+W9qy2!Db>~)cS75(cX
zbBz#oaek>Hc9CoO7p&JrqkOn!Jhe)UYC^L#BKW+&s^WOL;NJd<BIx*|Y|jEchVc^o
zhbN2N)i0t^E*j<dyeb;ypFh0UzH>5-4NF9${BET6p@VTd6Cb}5#}o98Xq2B>w^r-g
z3reHtsA!bWA}zCi6op#g{8<o3T3LNK4vtXZ{F_DqT`iKvnI{VdJU2<>i=F5Yjq-v3
zvTtJM3Vb*cLSGP}*;7gV4sRF3dos>fs(r81O0UvttZHSYS5bx8ei5!Sk0GKQS?NV~
zMX&07H=gliSM;jw7$xC71Fua&c+b3rh;oGY<n0Zr_1$>Rleagh-54F=I|HpvLio<S
zg@|&5?_?hauJqk_#*=**xaAlj;XDJbO+q-&yoHEzg!AN`Y$o;Hc*>J^vYFu+A7MO$
ztxZB0&%A|*a)j|j@dSwT)ZA+0`A!s1h}jq$VLOAYO+whtyoHEzgzcn#XHwsd=R0ZN
znc)~8VLXGaO+pyYyoHEzgz;o%u2lPOJl%7vJ166yQ(BFY5w0`9+9ZVQ%v*>kN4QQ#
z?6}f*<M~cT?6~C^A>lj&u1!KX&%A|*a)k3_HomI!-FViM+4!pM7$xC71Fua&c+b3r
zh;oGYqERjy<qY2>A<QSv&@bqjzvs4i{##vZOGfNPqrB@S-jVm3_ojz$j9{=|)F*C%
zaLrFgu?hxiV1D_kAE(J=n&K-lZ-_>DNyW@Z1u>o2=<H%v){|#?uJqmb-aUDy=aysG
zrEh=kI!ao2<~l@_BYk@^W?!m(H=gfg%)Yc5BO_dAfVD{o*O|8vQ4VswQ2Smht`}Bg
zWQ6Msur>+dI`bAH$~~@^yHc(b*GsE0GQxERSet}!op}op<sR3|&BxY>>!sBg8R0qu
ztW83=&b)<)a)j$-RV|bHZam$|s#<0^#zz>>U~7{Q#xrjrq8wp78I|Ws-;Jj{8I|Xj
zV}ykB47fH4;XLyeBFaV1Q>E|q;ykq+BP5(>z_m#T=b5(<QI2q)^z50`cjGBfdiKn4
zjE^v$!PX`rjA!0LL^;BEvdb0K`ffbo$u3vaZj6rboq^USA$(`vLPR;jce2)|RQql`
z+sRs+(rS#1aGe3xCLvsB-a<q<!gahiye-iv7maengzcwjl;<9EV(GqUl-I*wG|EM9
z`}14(A9Wt72=&X>TW>qZx~QkyL{l`%0X4s)QtJJn7mPdOu-7>`*!ya4$DbstiAnom
zG#v+h<;SzJN-`<#a;+8C!=h1+juDOW)nL^brN?6fpZoJbO-4biU^A`0EnI22Z_k&j
z(oC!vAE|N!F!j<#@mB8THoOFg$1j)1H~fva5cGMT%a|me@RIHG)F=nOEz~G4dB_F=
zM5A0Z%0;6*QD2KjxoDK9slV0kb~CB^-QF<RAMEu^O}$)wezEBM*;?~wO3c?P%dZx!
zi`FRj)9k^?kHe!;=DW;w^PNDp0{2`O6%8h~vuvLdQ7Uf*vvhJCq+!36PA214IttQO
zKZsgA)tZ5lEgWsZ@~ChqO6B-$C`#p`RPK4-Cu2V)B1EaYsBq1f4Xk*pCth?KAG<`U
zT$IW+_AVW#<9bctX3ybV%)Uy<NKq<BPk5qKp1Fbz{agXoyzITMPrw+|cM4zWFGXd4
zWuVj)9*^r8cJ(L@6P2b)m$%_%KLO=!c-KjZMR`|80Swpm#;U%+btW`>DyhH4i{U+4
z?^SAkuhV+3(rUzutoI@$vimArXZ}J&IkMi1?2TSk`))kr$=>Ky+c8SQdj?*cgz%nu
z3lZfA@5wtHRPnp<oG0&aP`fcY!gmH*n}qP4c?%Kc2;a$W3|#NK@r)<CF>uQ<Lc)0l
zT$_Y&o_Pxq<p}4=o7qh8yYZAKZ)P*YF+Re023wniFrIk}5#<QuiS7xJ{BAtoMX6kL
zPs*u+jGzTEn?3RNt&Y=^_MHiSH=ggLeP@Pa(4~E6jg(D7+IQwHM3f`#JDHg)HNP8A
zcd`>hX*EVhxXu7;lMt>mZy}-_;W`<y<9gqX=Q|m(<CbHDg!2rzHVNT8^A;k?5zdp@
z_^R4><5^E;<Eyq~l!W&Tyfz8pJ@XbK$`Rg+QaLR2EMjUREo*HvM+oy>W<D9Q7o~Dh
zD$kd_1K=<Bf+SlBFDvUa`d><VPwUsgzmckA*f1tlKD-w2M2(lc$n&j^*pp{^uJ_&e
z-aUDy=ayruEq!~|OxYx)g=gMEL^;y8Cu8=d=6B=yPR8s@t1&Xdbp}|Qgm9gC3lZfY
z*9*<>wc>hVHAY6b&H!tZ5Uw+CA)?&lda3!nPFydo#>fcQ8DMP^!gb~?M3j46FZaJ(
zC$5)PV`PNu46rr{;X3mcBFYi2lU22ByTQiOovf;5hGTq$@eH;$31K|*79z?K#*<Nb
zuJ_$|%9BxfZaGFsIM0A<lMv1`Zy};w<UG~;UN6p5%P~U2c?MjYgm9jD3lZfA=Sk0=
z34S-8@}y_a49EBg;~8vi62f@qEku+fj3>KXQN{1Z6Q1mHMeWAu2;UiKZ4$zF<}E~&
zBYY=oZA#7W#<QKQwJEK}$OzXNU~Lk@b>=NZlp|cnd&AojrE*a!M@-m$ic)#*F()?L
z5vB5a_={4xD3yy+`L^0V>`a6Hli*0T2R(SNDEs?@NcTRT#7{a8RHA~oKkD3a%V(lg
z4)OkL67BZ$R4QkSFATK2^%5%|UaW6KuUz!XwN}(O)+;A7Iyvh~$?~~VhKX!YKvc^`
zwOmxoMYSC2hSh|yu{rlvQN%7Xzn-d-)ZcD*+g)FE)lPB3eEA@X2l2q~M`;u%ARWHl
z-rn-}cL)3ZZttL)xh9SE+IRKF0san@kZEWi1P5E@iW^3PZ;?X%yGL;%s^w*9mPQ0e
z9NR0amXCv;8k;bj@2Vo|_~UFJ11*#I68wiJi`>;OsLr_f>Wynqz$I1+mU!jf-P?D*
ze0Zl?;5STnZsl_0AT0h{ttuY&L3(@=wI;(>uBY7kWgJXLtq1B^9HuHUKlgx$Ew{p?
z1^VQoTOOq<j)HOf_9RyA+(G8!Zj>6w{g61WRH<fHoKDri<Tf#Q5FU-vO71LLrzYRW
z3rp3i;Ga!q(co@0RI!Ts*w^@|Hv8>KGzc{SOu--2=7hpco<FV4bLVM*q+62dWEz{2
zeo$M|-GPcyK&Lu8>-``OjunIgv07j11C`YaUj$QQz=yR4JRAj6bl+m7aqaDgr%@W5
zn8NC_vDhunCc5Rui^a#>_GHDG7yLzZ%RTS={^Mxki*C7w-a5-1UyOb+5>j-_(G#Lu
zo_hixl4N(a%pcgfcVtBfS^ZTifUnc)uhMFajI91DsxaFx!gb~`M3f_3Cp)EAwZ9wB
zc(PM^)pm@M@ScI!CLz3M-a<q<!h7;Y2i5;>Jm<+99n@}&j_{p<)+Ql*XWl|YIl_0c
zHv?DyZam}3-VEGwjF51i0oNuWoM+xbL^;BFvUG>Ze>a};<UMU>IL1d9&tPkl5XLia
zA)*{%JW)Xr-EvVu5fzkz-x=$Rlp882q<v@d-|N)AGs7`H(!R4s$|fQ0JM$JI%8~Y+
z%*>Sv;Eks{*_WZT8Y3fIXMnXy2-lgn5K)eBos8IV_3y^>os8IV%P~U2c?MjYgm9jD
z3lZfA=gDk*Rr|Z~tS7VaRogL2!g~f@n}qP5c?%Kc2=7I=Ty)DBzDYuuPn@A&&@+E-
zjNy?Hd(kbI5qlZ2FZi9&yhyphcJfTm)xR6xyC=`|+;WVN^zE@>vi_77p1BMW<w)P2
zjM<k8;Em@y8M7~~#>fcQ8DMP^!gb~?M3jSEFBHJnitB~d7#ZO@1FTI#xX!$Vh;onX
zr2_amalNz}BO_dAfVD{o*O|8vQSNcQQ~+Nmu9sG0WQ6Msur>+dI`bAH$`P)URkdsf
z>c-QZyfwoN$M^{28EkD5!g%H_M3f_pC!_LQ{k!p$C!_M*a*U90o&nb;A)II4LPWX9
zd8+=sUYw_vV}ykB47fH4;XLyeBFYiYlb$`3|86|xNza}cj`0!3GuYZBgz?N<h$u%G
zPj<PY`rnNwJlW-n+Ktf>zBAC;B!utGTZkw}_)gZ^lnUUDXFFMIQ(BFY5w0`9+9ZVQ
z%v*>kN4SpnhPNfU<)T}Tn6Uj6-SXUHqFa8fo`GVqKbl2hdIbcHH$Yr-!@C3`n;YKC
z1Xft<c<+OnR_YJ6SW$N6*R!zyq(4&qC)?%q->JX;Vx>EX#o1TUEf?K#w=}qOgkJ*L
zzWi@{UUE4}LCLLiH0t|@?d}$6M~ZHFR(+Kszs7g)fo{A6?lMQ;qaKCBvuURnM%tey
z!xin?>60Uq?9Atf44vHfc&W~B!eK5u|Hqs32Qvk7Q`XyaC-l#olV8oB9EZKm$-&-N
zdprIlSxs8n52NWg=qo>-jaA~Gj02y~#NutOmvH&f1v^KS%U6R}XOtd~4TSE`$0QjA
zP_qpteOuVlau={fr5U%2PEKY4re4}W={)ap8(s#)<Cn|h8~(;y2>d+HWlWM!=oEcp
z<?{Kp8)dCFf6n|k8yFDnaume$7Igo0zxR^v`C^nk@BOOC@(whpTYJ6!%|c`O`ZQK)
zdOD3mEvBklm8-gCDa&|o8fWLDGzJ;veQ1++`uoA*p4vlv=ofxHcpdtxK2ToxCLH#=
zaEY&a{hj^&9qi9}Z=~uNs^V1nqab;r#z31(-n(!qQJh>+oVrHU7foADv^wk9Ya3qT
zw_Yb=ePb3);sFS}f`Ih|^hd)e(>~Sif17$>siZQRhzR%UWvnr)w@lBv$aIFVb&>C#
zQ8Ma{3u)}_o!;SK*bR#F=F4lx=@^8(Z$jYr`UeF7G203d!>nf`33Jv%2Xm|l56mvw
z<z-|S2lVVXo*BN{sI3;PRbo`b$fZQX8fkSEa=KLKd{-gvit2E2Jym3@`6Alor<=Jz
zbVU@sU3C})8RP8TFehIj+S2CGV!7!|4E)wfi2Buw#l5p!_n@v1;_wfdX1ghLiDr0i
zfywt1Voya|JU=7a<;GK@U2cT!wZyq-m*eOKGW<Lftp-^y`~x4ruK17DNg4;nfUExF
zOd=^Y=~w;7;Xp-cn1%|gq3^-5Naq?W=qksm51mebHXT668MD0OKRynVB#e%HbuyjA
zsXq>rbivut<XHK~lYt)kFh5DI4UgxpeZzk|4dOHm#{Mu=;{my97R?gq`ocql@~1(n
zp^9f;%T&rw;Ba=S`6baVFB>P(E;pc<`w;E&!X;O{*pnUBWQR3u@N!@jDK~alBP+m4
z74UUh0ajX#kvUJtM7W-z8;8Lz_ku*}>G+qu*Yyb)dB&&U3Jb0bl$s{$Yc^V`^I$Z*
zt4DE|!02XH-bP-XKzSS9^}ML;-!eB0Mvj8sSk)J}&W$%4fvCU5i&^AAc1y47e>a}-
zWViIH?T8)WJt36cSK&SL7b41$m7nCT4ypm(c+QizI;h<k9pO6ztxZDs&b)<)a)j?>
z9-k|KH=glie+F(jMo2i%fNPTw&NFWzq8#Boc~_fBfH$7<<XvrMIL1d9&tPkl5XLia
zA)*{%JW)as?Q$8XmvQ=n-x=$RlpEvpq<v=+;Oo@BGs7`H(!R4s$|fQ0JM$JI%8~Y+
z%*>T4;Eks{*_)xX8Y3fIXMnXy2-lgn5K)eBos8IV1@Ol6os8IV%P~U2c?MjYgm9jD
z3lZfA=gDk*RsXy3tS7VaRogL2!g~f@n}qP5c?%Kc2=7I^92S2SF*T8v^>>*gg!wKr
zpN!axcDan$%ZNR11&Wj#BlhH(o-2SizIRWa>AB??A?e$*X38cZEj;rUBFd4zJsGnv
zRlpn1cQR&QT8)trt~0>eB!uhCTZkwJxn8J%uNBt|t1&Xdbp}|Qgm9gC3lZfW*Gm=f
zb>ezyHAY6b&H!tZ5Uw+CA)?&ldZ_}wPFydo#>fcQ8DMP^!gb~?M3f_3C#!0i1bE}=
zPTrbfhGTq$@eH;$31K|*79z?K#*<NbzVCeFDNjb_x#buk;XDJbO+q-&yoHEzk@Iw0
z;q~G?wHzZPoM*tbNeJhew-8Z|aGvz+nFM&_DNlO#%y5j4FrLBICLxSx-a<q<!g#XF
z71aQ5JmJYMSJZBdj_{p<)+Ql*XWl|YIl_0c)}~YeZ#>({TAR{pjEr!d0oEoVTxZ@w
zL^;BByf?fp(JmM5a>Rt~r)Zbw9$O$@Sid1P7bvXH_oA2XzsA+Xa|Q8hdcX2)i}6hY
z4y-%88~hs4F7J%hr1KbL+&d3c0>WDTQRmj2=ykjD(q7@t!o{K~olN2f;n67V3_$<K
zkJPgyJsqpgH0VDGj?|z>G_{S_#Ao6&jg9u82bF5}_XUwHK8utq;0*L!b+M(&Z~iO#
zU;IVUE?-StdZBhXos~h?igvjXcF&w6+U2Xki)xIEb~$nhsxIitWq)k#Mh302R+~R(
zE@A@%qFr7{M=$99Yf&E2E`JHUK=!9tMG)B&?eg}PFWTj%%JFIhvhlRHR4Kd2wfqa#
zYxRQl%XI3`kf&d+O8>{IUGAqUg2xp<*3WqUR=eBY0@#PqbR6_S8dj^iX8j&EZ-1_f
ziqPXzHq#B$^>kKC71?UOpk~|Rt2eGe>6h}y15*J0+?9KGZ{PXy;hmat&wIFYYnD!q
zK{<EO`mKt?Vc5?Uyjzo@QSYt@jGNziKqR|cVbThsR*)AI_FL&>GH#`#AZ_*Gcu%#o
zEG`^vK?flmigGzVU)N}zgM9G7xOs_!dKRrylW(ywyB5j*Y%+@mccY<-Rn*6x#z!Q2
zr4c&&?MXBMspUyz3jUxrC*(GHmWYx+4aR3@I+?~M(+_HY?QW(44T8&OXT2Z9!7&I!
z$EdwrU+M!j4ti?*MKCo6d{}G1!%;9r_kF)U*J+dnC#JCaY%F$*v;8Iw$L%|DJi!}Y
z423M){TQ?y5enwVb%lggM{(#|{(|;gO5(mT1rMEPn)Tbd8&NLzJW(z$*|pB%rx&AY
zip&({a`c2JyD4U_z(*ueGtS(B&7UJ{Ldg2BQUiRQ)_;{&V`R?LF%hl{*W>0a$hep`
zp6r!gRsU{0<H=s>RojL4MVIBgU!;v^o<l@A(#Df_I;aA8<2g^>>7aIFbfleUptVT|
z-<h`%QI7DP%;IzX@5VEp?9RX~#|R1M8E|b9!g=N`M3f_(CvR#q0r19Cp1i5e49EBg
z;~8vi62f@qEku+fj3+uMqFgRID58T>@H=CDk$TZDQ(es19cka00Qfq!@62$FkF@Ws
zk+Mlh`_8<Dh;pQTCo^-U26*G?PIhJ}t;Wa**BM}K62f)nEku+fTqh%TT>rcAd?zDz
z+;WVNaGn9zCLx?>-a<q<!g(?qUseBZJnPA9eARZ0lJK5^*CrvnXWl|YIl_BUE{7K#
zikO;6%lf;_5yE_znNLRSMY&u?>}ABBw*p1VjS+kDOwaYd8{fMp&-C1KjF9y0Su<sm
zkQSbK3lZf=-=2)wmm1)W=Q|m*FRjMN2-g{4Z4$zD<}E~&gIq5(z}JfFh1D1t;W`7X
zO+vWNyoHEzkL#rd_&RaDv>GELTxWo_NeI`Ow-8b8alO<4Unj1YR%2v@>kP0q3E?{P
z79z?Ku9H=@OaQ#`bSH1kFvBrE!gvN-n}jf)c?%Kc2;<49JlFqjJmtx#JhvPpB%Ei!
zwMhu)nYR#8E^;0=v`uhV(DmXxwHzZPoM*tbNeJhew-8Z|aGvz+*+$}xr#$J|Gs7`H
z!gvN-n}jf)c?%Kc2;<2vS5yJK@q{P4Tv59*I>L7bTAPIMop}op<p|%&TANY>yzy)&
zYi&xaF*3q+23VVfaGiMz5#<Qi@!s&ZM7dm)%MlZ{pQ2ozdu)MpVf_Z!qFk<>_I^e4
z{OeiRf6^bR{*&!oGyO71jC?24On;fc5^Jqo;IQ7wH)hc!9)RrAz=s{Z(jbgrtg=2k
z`GtjFH`)silY^gFh$M@0xrMV<P?XNYAj;*atR`yjhM1yUPHL#RuWu3-w);V^P^)`;
z?nI{-q9)#7&z~HJz0S$O-dB4&{v=sVTKX)JN;G!8gv*B)>l@K6UkzNMTaNVMpM`Gu
z+>A~sTRwNn6u|}sM712Jy}bope^D(j^ni=*x+kjT{%&s=><{*OoRproT-&<Hy;$VB
zIQ@P+h~Z%;N~1UdDd_F?j=!z8_ImxB2Spz9<-KVPimB5$N@Ks<-fwsPo&J7sxTp52
zIp0irPyH_B@l~(Cv%kO7t>*YJRmUJVohpA6Bu~_M>~FWXw=*5;o#Ak+ntdf0;6<WZ
zzA%nwhOahis|9P77}bPksg68W2A`xWs+Nz#LbLfi*C31vt<uG+<3+ZbFQQp4n&tRp
zUCM>up2Vu1D`B@EiDr3tG)hb7Xf1WoEEmmktnq7V))#hIG|NS^9Kcq<Q8dfzs3)4`
zg=b_R#mp6K;73o*z3jcNPr%e1_Kb6v73{h)P->c}uj{AVt{%l<qS935Q+?S_WK(_D
z^P;kUi}J3*ljSJrja7Yt>r80&R8oJ77o&wjR(_T0-|MvUtF#*NA}hZLiR``#*O|W%
zQI4$qBD<tlb-x?Wc(O}+)pm@M@ScI!CLz3M-a<q<!h7;I2i5*=Jm<;V9Mo=%j_{p<
z)+Ql*XWl|YIl_0cF9TQpZam}3z6{)QjF51i0oNuWoM+xbL^;BFvTTP*e>a};<Q;8h
zIL1d9&tPkl5XLiaA)*{%JW)Uq&2mvd5e1Zj-x=$Rlp6{tq<v@7-|N)AGs7`H(!R4s
z$|fQ0JM$JI%8~Y+%*>VQ-;Jj`*^{BP8Y3fIXMnXy2-lgn5K)eBos8IV<?qJxos8IV
z%P~U2c?MjYgm9jD3lZfA=gDk*RrkB`tS7VaRogL2!g~f@n}qP5c?%Kc2=7I+Tr|rW
zzDYuuPn<#5>%(iP^($lFsJ?<)pY>Z^YfDD#MYCK+>}ABhXxTH?7b!PJ?8!4dSN?8%
z@18u<bIUP8(zj>Llubffc;+oclp}q6GG<?@e>a}*WX!&_8Y3fIXMnXy2-lgn5K#_t
zy-@#NE3Ow-V`PNu46rr{;X3mcBFa6km+If^#P!l@jEr!d0oEoVTxZ@wM7hWHQvG|K
zxL#U~krA#lz}h5)>&#n-C`Y(XR@E};@5a-eyfwoN$M^{28EkD5!g%H_M3f_pC!_LQ
z`MdFyC!_M*a*U90o&nb;A)II4LPWX9d8+)qUYw_vV}ykB47fH4;XLyeBFYiYlb$`3
z{%$<wNza}cj`0!3GuYZBgz?N<h$u%GPj<PY+TV>QJlW-n+Ktf>zBAC;B!utGTZkw}
z_)gZ^l<MD&XFFMIQ(BFY5w0`9+9ZVQ%v*>kN4SpnhPNe}<)T@Rn6Uj6&GOu13xo^n
z-<uK5a_uzHEHBB1RdIPl^tVwZO!T)6DxS0cc3!IB%m!y0x$03V@LLiVs{8Ek($T1I
zzP?8Vtl{u%s+GSxWri#8)t^2&GWk36`5{B+u-)Bickxo4-_H-3%g+CCKF#vKN6pNX
z&O6UZvz$m&;!UlWWVyOf*N9@dD3)ubsLS4U@1;_I4XJYGXQ5bL9o;SKv+5aBCL0hC
zy>ihjZ*TcjkeclTAbRDRHSZq9Nt%LoI0$}kfxASn+*?hy9;>k$QEWWzEmg-ZaxMRY
z_1brPL8APf_BKQcVs#K4pw{{gBfkgI?z`E!{hb5s-<=WS<x2F61?bP#onLpo@}I1#
zS3c{R*x6rE1RbBN7uQckwwf=f$hi3GjcZW)CDsh%&t189_x7DHAKs}c_q>NYw`S?&
zI7ro?^;;E(!>}Ku;UsEJhDIE@^~*Szj#>}Yvp7suVt(gAF0B1Pt4g=Rq!mQ1ATKEF
zx6;XE+)775+Umpco@&h!C_bIEV1ZOP6s>Z6IxOY5MXNl+)ei`&O6Q1Hxpt0dm19k4
zs-SP}L$u08s~o^rz;T_WjW0&C7^x{*<>(1dw8}GA;KR{n{ct2&<z*e>#Quq7#aF5N
zy-q8>N~<w4vf`_#!fd|?*O|u<QI4$mBD<qk^}ZX=c(OZs)pm@M@ScI!CLz3M-a<q<
z!h15CM>W42&w26|2elicBYbC|wMhuynYR#8j_{rA$G{c88_#&M9|N}>BP5(>z_m#T
z=b5(<QI2q)yqnD=zZ*|^@@_UW9OEO5XRx(N2;-Tz5K)dWo+zJ)R=Fsji1JCn?~L_D
z$_?cc(!Mjv?{#Y5nc)~8Y2R5RWs{Khop}op<w*NZX68!O@5a-e?8Q)8jgb+qGr-y;
zgzL;(h$u(6PDbpw;&<cuPDbpw<rpF1JOi#xLO9R7g@|&5^JF%@s`uS^)|1)zs_hsh
z;XMPdO+t9jyoHEzg!iIVE?VUb-y|W-C(fYj^_^I2OGfNPt6WCxWyHQ{*)!G`DK|#!
z$um7y{BC^jo;=fY%P~UIw`a|iO+s3D<}E~&BYk@^W?!m)H=gfg%)Yc5BO_dAfVD{o
z*O|8vQ4VswQ2kyjt`}BgWQ6Msur>+dI`bAH$~~@^s^9Cx_0npLjBuR+)+QlbXWl|Y
zxySWV^?RMTURsTj5w0`9+9ZVQ%v*>kN4QQ_)iTNN#?zg=HNy<Y_z2?}Y;6+4c;+oc
zlp~BMqw-wwyYZAKqw?HxjF51i0oNuWoM+xbM7hX$s`$NLoTrv!goN`9xHbvlJo6SJ
z$`Q_!o;{QNZan2l&z>2M@e#%|*xDq7@yuI@C`TAicDbUO-;F0c+2xAbjnNUlGtk;3
zgzwB-h$u(+PS)C#s^5)gJ6UT}T8)trt~0>eB!uhCTZkw}xQ_RRw<TKTqE(KVu>BOR
z^4w#hRer3VP2wm1XcmR37B<)bNzD!K5=d)qcrO!JVXY%t<%^tB91{&`R0$KUasvv{
zDp!+EI~T`J(n+ke>bH^Y_P5pcVP_ijp9Dv$J?Now_;dD|Xq5vNe|KSm+=V<PR)g!M
zRNlWp$B0h3=#)PfopL_XQ>v8n<A#82AV4(AMWb9a$`keVBHe0iu|%VMI7FTA!Y3ar
z)2A+SnJ=PIzSZ7t??8`sYp>V8d0^bKt{UYS-b`szi+jHW|C|3iBkFUf^)SLMEaq3+
zTU&?z_Exvs`Yb*L&Fx=*{BSlNhfjm(lNOvifOA`itw)pN)~|wis$zX~yW6@I4Py1I
zbx(~|f25)(6I0;bUj@k%H6DZJ@JR~)1jntP1zFzqxXAnI(Qy!t+aRs+i%(iwz`AuW
z?8QMGssxh9$6=Z(Y%u=3YF6uKy-D(EqQICa4I`BmgSTTozduUTY4X!f=O|1^v!2e<
z8Rdp`QZTHN{fD=rmKuV9c?d<e^rH}nj{hbK`;&oc>HMwqbgJ6<RhR$qg5009!sFvv
z8uZ3${=(LedXse2O42y&r=WK}*c=CcIQ?;ZbMw(iwLaFK`Z)WAR;;G6O2CMuD5XCN
z;-H_ZIJ-VNO5mqJF};<B$0{o;0eh8SntvQbk&4@`M<WndH;;9#X*_uv4#2(H-9W0Z
zk|d0dHv7Re=!N4j)xOV!*8>R0WD3QHe*iBGCvgj+4j)i%U$y!m<qkscV=c`7NlV|?
zCYS@}9Vc4&eH_F`sx=7Gp!M}EfcRwP!Y#K(p!eQNrb-PK+;?GKaksvT!24j~Cz)sb
zBpAYvgYxI5-eg|IiB_6_8V0RrqsdtL+PBeBmZ3#53};baYtkpJA0<k)KKdLCYioah
z1m3?3u^1<l(l<dX4k9og?xVa=J0LF+z;=YudK!#p+F_GTeQ(1U=<)Gqr>T0F*^zww
z3HV26PZZb+-bzx)7sP`W-d3_%v8a8=+^{xn^G<=r@dUgLH>jcnocUC>lG$`RiPJ1H
zSv2qdx&@KWZpEBagSpc0{yHlc0GFuN@nkR?gZVntVFWGA03w}ET0KY}>%t)k;Twm;
zPz@jelUDF_5)N8Xa18z*2MLtYdIr>L-G?Q>GayOfuTNU4eFQh~3sX{APOET!D@a<8
zHaCC%^VZ$lziB<p?+3^*(VzlMw;({dP1?EOz|$5mXVe-7$Km*NK0JE#6r8=8S;T1j
zqcG}&eL516M({ZNL!j~S2{7$w24IDs(u~t+N<P_)CJ`X18Yysqt^#_o3iQu>qFL9<
z!;<{?69}=|Oo7M0)4BYxKSR>}y&qvMG%|xLrV46L;v*bz$*LoL)sHu|uI-=&u-2tL
zgF4g)%ccsrKgfSF>}f2GPdCS5AK(Cof2SQd&g#z7{O6#~1DvQfl;{Ji{ytou{oIdD
z?d5IiFnp3#&!!e^9rkwjgWYa_tG}~#uzmAD9rSvG!A{U0?%Y)UUa!!r?wTvE6`{n6
z^!4IM`&JwWr+ECk<#EI}p8AvdQ|&u(Jc%*Gn`MT-gf=2Pitx;<<(a#`#)BmL-CwtV
zlMb=@_lOa90qt=VjPasBB_)|t`3?Lg4aW)QdVfK#&t~CxpbBIEtUgQoFR>QF^8S2D
zX0WjRc?j)R@$2m+xgV%t{FmcNkk0?e4;EckR8i2(PJ^Ny{N94R)p(VaXB)j()LHQB
znnHMgKVDLt$=cTKe0jy+T6P7*vb%?6pOy3GHs&lVoCO9`e7v{d$N3E{3Rs?_eH&Q&
zMKGO0&9Ll;F*m#G4{Lw8{SaDTEbsgE*&ac^qyWm>3-Xoxcz40sd(aQTU-`J^d|i+i
z8L!K$V4*hKLlwmR5&rrjBHoX~V~*2BM1)*VgS2qgqT2+P4Dg2*1)H0)2sgT2@23^c
zFDmLck?yJBk1e|SJV*OB^y@I&BKrLn8mj@huSN93Jnb)`ReM_e>T6{rX@KA1huf9A
zA->JRXijVHpq<1sEK5-fVMY>!EMv7UA$4_jej!TpGnESat;$W%(31P6hu<hK;n8{7
zm`kpEIGQ{&M~Od*`tA!AB(oSDy(q^6-Qi0x$D+#W5p*(>tUs-LB1?YkZgMN>havhD
zXMg`L9V&-uoY_=Q=5!9*-K}=F1Dydfx05B??d;>^VDGEF9e<M0(crxMvEA;ryT0nG
z9rI(Z|JJ?d=|khQoj>~*r%#UJ$t3*;9dLO9{8pW_oL=$wo4<OP^&;m2f*?5S^NPvv
z-9Y!k{H^wGdmjcK;TayA#qa8FroYqP-fF}D{Da^C$DH2kg;5aeiw@d{?QMT+p!%k`
zKj}foA%Dh#(_L-emOt1U1m^sWfl||&;k_Grs&NWcxxP|gx2?K2&2=B9>UcVaTFy6J
zV}HB7y`34hvtTgHTy@q5qWAP1QHIDB!5d8aluM)Zc&wR}4^&i{lcn3EU;tM=F&3gB
zzvR$3_itc%9m^ZT>)uL_js|&r{ey#U|6uzNyYx#=74F7jzLN$=M+#ch4ey$_S)9hP
zsq0yNdq19>oVFkRsyMyEFD$(BmAv{kKWU0vp|FM5<(H$SR}5@Tp&NLEuclZ>LtS1y
zdA^IWt*QEM<1&_SKCj%nd;89p5AT@ddpJI~+qyG&rbiHNwOfC6tWs>0KdKyV{Y*X4
zr^y(bDeCn~PILHGcm!5JPZ)J7o{O&QbJz4Dq&(9#_)>g*85bp8^R9T`!3@{Rqpx^Z
z^P`((37c^JH9Y!q`Sl8vk^ODLG2^67?-d;A-1M&FSICtO>+w;&{AN3d$h<7`?+^9!
z_mb?LFiBt($K=)v6bc0V89us`0YvswZ8$-G>@ytpJUnPkM=<aO144StP!AEA!IN3m
zGlcPrX^;)QwFa}}<5L)eIhtwTqZzlqc}e)FpY@eKY27#WuxAB;I-<RB@aps<E+bB8
zz*oGdOG%7v*PK<DXTgaZbH^_BfZ>$)vi}$ccFb?R>pu>op^9NcjcnM{&&T8tAm8&J
z9|LgVc{4wYEhh}>VYl;}8jW?*W!+cMD-vJMt9dZj@ZJ1E;YzGYb!Ib50hwPya%b6#
z%x_d%eSOuXd>d-G>XP>!xq;#;Rw?JpBwvQS8*s%2Ryh23NGVodH;_P3boTd3do&JV
zT;?=5#vpz7_OEVz`O7=^e*Me#aS%TlOrBv^{`CiUZhij6o$BGjf=k$dytQCh(ByhK
ztGS9>H%FITfTeGA@Ed*>RT@U_)1kU~v%9;sy|=Y@u(dr@LBG4JcDp-+!``6^4sH$=
z3;^y8hibUry?JwYXa6wRR(l77gPmZ|-|Jy_@zbsf4tv4P?f&le-k{s>A9jNt6x18s
z+}lz8U3I7q`n|pVE?mE}-#ysh9`32_z2R1%_V;fNcCbVG=~l4Y-&c^QKj`+lyTh&S
zaCf-d4Q}3q&Q!3k_I7uB{jK3vZ)>l++Y5pNwY}dR?)1U7uG;S6ll`Z=UAT0w+dJIa
zgXyf^?sk7~4{l(8uh$LKA$;ybhjs7p=Js~Cdo$SH*$cJ~hX-5x{XMYka2tC<pZ3)L
z?(Xi*;m!VjFX#?>usrTy5FB)eU9fL!w|_Xec{msxsKNGLcdvg4L#4y+?)Gj!IOuQP
zR698A_$i!MJA1>My}g^=AW+?%n>Tw0V8>yw*WWwn4R*Tws<#WCgHhMv*51y|LBGGX
zzrVXbRDHF(jsCfWFlf_WU%r;lOz$Kxxs@;9GnIiJ@-+acb~uV^zjgc{{gZ$FKfCo;
z|L8yX?SJ>L{%fE7=TGndZy*2ujsNu@{a^p%;XnPq|LWg5`j-(wi$BY`$nAN%&RSz=
zifl?5vSQeY6~l%oSN}@SQ~k76{^h;HO*3s+oXH+^aWbVi`q{(JZ{k6J7>=`&Os9M^
zn5CmhT;#3x$v0tM8@kajD{b;ry4(vo=bJF$luf{%no?<Z9HwVebu@|bTs8n#>CtT_
zr_p4Zgb7;p%{!2rqsg(F!g63N@{Er3W^Z-`lT~`=Ft_52{HEg#Q@PXA80Ljj^E<WA
zI-4+c4KvR$D?N#_yx;sD+h8=z;P|?ip8xzq=x2>#elzF=W52}8FMi&F(Xp*fnB9v5
zKbg#8m~Pj&fLkT~g4TS8pjGJ!Z0a!-=+x<X%AanwTEG0&?G{Xe9>93VHci492u<#^
zcW832y-Sk^{45Lt?w6+zdC@Sc(>|bQcX)EIy+_ZoqVw@ZdRh+yZEhNe=;*`5BS5t^
zg3)%!mpc|7li<6aEzM)M%5&A`=5QPwwamjgTu!48$yV#{OlC0GAGHQyk}bK=Gp2g(
z7-sJE*Wa5<e~(kKW;Xu!{?Nx$?W~~u-_Lb1dXhNRYbNw$denl)wR~b4rdeVBe;6Lk
zVl#K#o29KVZ5;=vdd3`ncQ_ko)A2#S4{Ka>HYh8D7nByY5|}XVO-|rpP%kFP_?_y@
z;za-aKn;W07%1>4o+(JfIt!S3H_6-+bT}frq9j9h7iYPHUjO@SF8TNLkPpjaU^1}q
zRzloG^ZkC#XRz9(c`h^a;iYT+F)ZttW!0IfHx4xmVC{;E{cNp4Hvj+A*6sWE;dovz
z3>2&{8YG&ha0s4*T2K+}v=3W9{9)^7t=&(u<JAWlod;Oa%`*XyHFNd&r(RG4OALP6
z${zIK;3&bWWDv%19G+L<C}3j(^ZLG7pppML8&1o9mW+sP!hvw87h8;f1V5w=0Mh?B
z%jWx<4Pd#ZQ<C8|=;@^+I^H1+yMjsiG7hMT`~zLd>6?Yi2usI74@Nb!HC@?40zKED
z|MNS?3fB636|1jd3?)rEH@6RU#WZ)n3!i1d548`m=9aY4KQe61?}rBl>j!<yP(kM|
z??MfhdnCJ@qIY2#G=nZ^s|_RL?XA2pU6nfa+R8t-YG1v6r1+oz21RtBmNk9<Z&VCW
zyz*4?7pq!TUizFYxV`ExFL0@zPEaSsGz;F-FTY`tl{a2)eUsv{c`P){eBSxS1$JPT
z<oOi_O{OXAZ$B5yI(n+-!b<!`xKnB7Hyjhljl|ST8?P9vy~}No%);ZB%i|mV##=lO
z4))<u{RsnKm$Q*~EP<X}{@qlVStcwx8%KOG@4(EBE$W+jmk#ZF-iou1Y`{?uGG5U`
zo25tIqm2j5s_kX7=-t6^7d?dc@6}JbVpeb26l#%aMawb&*%o5Xnoqoedi$4|y_&W4
zMxv{~myY}%%s%(i2;97%Pd@M6JlwrG*f)l+kfpdqEcP`hHqhn5^6G3Qh8{+KsTd!_
zVcHMwncidDbRJ<+v#onz`T?gX)WU#O3jE=+A8kK6{cR9`2CM4N^YgYv7r&8zF>`cY
zo%c3y2?DygGNJh<ylb%Ex&zCpT3;wwX&m9a#&;ETD0RA=ximlh>Vn*8RW?&eW(nEc
zA(>Gm^NeKnk<3Ywxz1w#@>)43$>uuA3@DiwElL2}J|;bAd;#HTd^9`lR6&O~l6|&U
zyllzL<zK8=L}dc=;7eFj9A~S+;~~6IkUgrxqFcQJ9F7+2m0Iuw0gt}}y~1A;0HgPR
zveykFv)CFQd7r{-9odsc_9(2M&S8WMUMMiX0dEgvYn=5Hvo2JZ$$n3-@qc7iiNGr;
z*@FlSI>3`nkiV({&vp8NeNZfn4_bP1Yz(g_z-p}!ZVIMg;b|LwskjSRkzf4Svk{Et
z;KkYu=uMpJRp;45;U)|zRDT|)hhF&{7JH2+Q$2la!ib>XJc04Bry*GsyU~Sncp9pi
z{O=;_g2I&I*UXV``vdJEle2i}&zIJBxc;ts0~>gG^~8%#V>s7w>Q=u{lMh)ZII9Zo
zgC5`pS=&RPdsUBT==EH1)7<|>YOWKu(gg2WLBrxV^*%Yi9!u4gPuXDW>v7*b%zIXu
zFX}wn1F!NWSXUruuE2|R5xj$9Y<c++sa6a78UuB_lQ;dx(L}#36Z>J3jiMK}ezPyw
z=gb}&>M=%OTc2qTi1k@3{h9iVXWd<~dH{;Z{$7Qp-tb!4y~$DgcwmlQ!>Iv0V2%Uv
z@UkVd{jxkjmIpki<pCAg>nc5e2tuB>{@FkNlfV6+-g^@KFW3L=|M#E%5AWamcmLzR
z`O}~MPyg)S{15-h?|=1gd~o@{ERehKOH-!!pNAc?Ou(sS0{?S$nSh?WfaeN2C~$pl
z(Lk2Tj6z%|-Ta@ny4UBX;<L=>eX_bfH|w1hcg_c`>)G5)Rs#L!Jda;BMV;rNtfr`Q
zJ*w4|wdeuvIxg_Q1rE7O?moO-oGF%mWT(vfkLz;_K(e!ReB%1t8jvi@{NTp*x#bU8
z#<}5<>vO9yvV1E(=3k#%n_+Xc8D{`fE9+3QLdfH<{u#cSBFm94skpvy?L>=qi;ATZ
z1N~ck0Y+BRFMh5UVO(cRD6$j!ADF)U`Ojg20!+PrQY7GQlOh2t8H(?)$f5WS>mQ2m
zur#9h4hu5OcRefG-Y*hmK?gA2yIUNGH5$ctnD#BcLqXR!p<c*WjZ_v%Xu#_6j-R$*
zm4r?#T_&+;_(%`p=<>~!w=SbPg`7EQ+0%6mZCb5m7nMVh`tp1x9Ve|#Se9OnPxSig
z%Cv5Nc{by2O3FTd@pC=--pXcXcR#5$8Xr#Ub1ay%&!+6NlJ%5*{iWrTva#$JKZglp
zW7JmrP+L`<*w1pp?7lu{mU@u&2yoVnX#wv6-a6NU>HPe5?dS80>qu>3HKCsupq)xq
zFj&v%>-*9VzJ4-;y$N7x4L-l?;unI)JQC+WZ=6j(vS(y{Hs=pL1>e<4nCiV-;PG@2
zPGHX|@T^`~6Grf?%B%b@;9z@{=<^G4$h!lu;|Z(;`9v=WGD9YMa|r$ln=Wc02($<E
z$#bCqs+%9{iz~}3@*AIf6u<7;x`ovz+0UFRT77c8z9_Pe;kgu7E=s_MsB^4mc+Qsm
z)yh-pOZ>EWeZ#MxQ_+=m4tJkNv5VF_(5-Nn?xG8|McqWDc_Fx5_wXDGE!RIhcy2Dx
zD>Udjh>I)vx#0GXWnBar_RPm>pu)hR8qa&HY?$;+xv$_IZLCp>aeIBitNNnyx@GTZ
zdvk-R=U-BRW4o&?h*)+ncu!01#!Ra%L%`g1pJ;mhQivr6FSGLu^Ds#7K;6<mo~962
zSmfvr54#7uYJkyQezv$LEbN*t%<KTP0aGYAXJ2CCZ!PM+KRktQ&xzi;hwL5Xt@hg%
z1s3M!UvS020;A7*d-|;(-TtxOuW+mNK<{n%us<o@oBp%%Nb6^M=fn2VxSi+><@$qP
z7)v(GycOFT`l9rrMF3_IuZg=}hkyuR_q0tO6>#N3-KCbx5bBB{zrX((yvU|sbN5?6
z(sTMSW1ppdoZA}e{T2U(*#sUU^x50l{*2{x*~Wj*2FIYI4R7MW;(*piXQKI|&HVB8
z6WCBt?={y0JF@p#^b+dUr`d0Qn*Hdf`d2^A7eBz#f=#{qTr23ulSKd0GuUOZ+(z)z
z>chdO#lnJiw)x|y$H5czK<TyEPt~IdY?`2VZ2Pn|gYCz{^t9O656#iLC;mEu-Rocj
zxU?uszxS}<r+x&_wXpjKEN7m?u;nDIx`6HKvi17;y}~*Pcyxiy^^_hofOmKFqe%!4
zXL_mnX11x}632biZaq-&nzCMAp?&nLeCrFi5MFXva-FF@J~A&u1p1{Ly>}!Gb3HRl
zHK>ue*y8ddSgDUlp^X>TY4#NiU8;yBf4iS}FJy(poIx9yY3|GmK7bRI?B(?fn-<1j
zTm7B%xqi!YU4>91{q+zwY=rTIYK$=b+DNZ<^5MOu{sfj7nTS=6!mYyciw69m)i2{>
z3vCkyV&Re<)<e*~Fn7`LMGfd~2IXshI*Q?4HoenL_IK5XIugdgaHWPheC`kI*sKoe
zmoxa}IL>|+49AXXZU%<TyL6n6^Nd-*Amb(6UnR>~WUQe{wp~DW)xzBv%FY-RUzEj5
z&Mm6{cfm@Da#IC#x~!CtjT9QOkwS@h4fy<-34!1GPyXTG{1<=cU-^sw>d|-p+t>b`
z|L6bv2mjtb{NF!MUZ4Gm`j`IeFaDdq`S<^idJ^a}&tq{yQ_7G<5-u&0c;(KL+1Smx
z1r+(iTHVqK{f=gJ&w^|o<DAcaD=d?+dlJkiRVx3U_wle&OrAXVGvmV29_c64b38~c
zEbM$wmkW#f|J!@lAUU$^JS=Mf41mHk=7D+7&Th_dX9u&3s(!yf%m|I{#$%`P7<6N1
zmgEwfU6s{c+f|jdl~n+GNs5$AiIzo*mc5Q}I3$^}Y=xw-!apoie`w3$wJa;hu;m{P
zGi*r_mP1xZc7!A3phSjb$=^Bmo|`wbGPA0>d$5?<>WM*B<vsV@bDw$dx#xUm<RfP)
zmjj<e)43h+aGJ_2<HS0&!A6!sWN4d>ECvFwp@HJ#SDvW=CtSZQloL*jbYSTgE>U{6
zJ}uqkB}GY>Zg4^>fILH!OzRLEW}~ks*;qqSDCCVi3I)cIN1^aJ@+cIpMjnMm@yI3-
zV2?Zsh4qm~q2NFAC=?<{9>t)_7~GINCJZH#2C!nIsvr`Dv6>!;JCZ0Z2}5EfkD%`?
zilGfI;)k}gi5-cNG1bf<#oUF#CKM2X!d0+jR$u#V4^r_bU{CT^93NsX6$^ow60Qw&
z`@5zr23KH2UL^{>yiKD0<pRK1pq69=82wxUGq3`ZK{KWqswUMoLcw1QvW!5<F;f&N
zUqCeymNR5C!NR6w>NA-r+7>FLq(ROhjY~k8YFnapK}b%uaT%zSru;0w)YJN80~jQZ
zG@2B2Njl35Fj_%*RuMdy@SAhZX61sK!Or9AA*ga87*|%lq-I>@o0oiyoDyfuzes_t
zFD^{&yFt(Zu8+cNA>$j=!>HIU#(#1#$eB6{S<QvSLybe%sEu6F7k$yJaXuKq${_pB
z^2*`3ST;C^<#Z(GH%BML)k8K+y3x(>&={!~%^X8Og;VmiHe>COa;BNuTt5n)7P`pM
z@QVy=MzPvS8TyeGkZoJ@nJ_)<c>G*h)X1d-tI|h98tK!2AKbh}q!`A$Wq{d7zQWL?
zN{QK4DFez84dzRDtu|_8U4mUxX?ot9pYly8rQAd#i?BLLtm-vf)>3?c$h1UceKl?4
zv%wiOuc68t#3uDVn2Iscpp4{0l{W%E!&rS0<mJAGG3G0B|8#Qo_MLCtxOGi4I8H}(
z{r$wXI~yf&`n&qy{ACKxx!~S_Rm;YH%iGz#;PSI+3idI*?B2vCzV7$jD*<B2)fzp7
ztyAgChctzWN=(%92{nazht7BLAONJPxYl4}ATondV>MA5^^+_F3No%aoIoO|Xg;gi
zH3U{b$i}S%e#N^X0-n}@!-r6c3KUY%C_-)SaO_*zSua!G%W0W4ZsTPs@4AA^xU6hV
zBt|0wOOa&>#Tm3BghG|%a`a9ZglzjhP%C@eAtDo0-R*s{?<ihY5~;!)8WRV{V1jIc
z!H5{n5PIeVM0aIeP832Qr$9Jm(-~F>idr}<yDK3|sbJ{FBmsw@1t~PJCgg%y4X`$0
zXCh`WIQHz+>Oj;i;$ciMl*pxUxdP(B`6z!tA^Ru^$eV0`Qwti6;31)YVAG@{&{9-P
zgtdgdO!Z>1_;mzQ_1#ONB}f6<jzT%^mVypNf1pUJ^7RA3AT638r|`K$kV!;fWfPbb
z!yRbHVP~gIj3B5b0tWH`31~Ezq7wA@j-Gr_?28Gj2UL`aEO_Yb%aARXNjGu%0vQ-R
z>R!H3yd1>>qNfk|%#Ux_FO=O)00(OnR^U!X9H~vYQ*|S-Wmgg15wl^!Fspaa_H=;b
zSf{2_5Ok9o6*w(`c6O5j7m2-&<;vl6-Ci5GP856?2$wDYAv#^gg4h$ClDCjdd`xqh
z>Bh$42;VWfm@k;k(Fx~8=c~Y1d%=;gY0{jZ^{4bz%w*%Rg^Df3@D>@ysv5f+5lKm5
ze)VlIhq6OTIObEHf{MO@%>r$#qCZno^eFwC5DE%O0y||34oWGuOX<8G-&2vgAm)Ga
z;Mmnb!j2nh%-h;L`4N4Q-EM4rzEP_AEqXITM^p;ibUjmoeQOIZprbM>iVflHL3xmI
zo6Svjw%HVedcoKNN#{Oe;i-!)kYO?gNg2mbd5kesWO%EEmrk@YO5NjA|H1!q_V>^J
zovr`tfBorSnEQ*hD}@Kg3;*GtTl=dsU;e+3|M~ytD`v>1etA-ic8)@hvEk1b$?&J>
z-bw^fq3aiYnkas(&=F&H1*|zLt}=K-JRQglGsO)Rvp$xEEfI7=>8c8;LB+UQ4RXOH
z3f#|=>Z7=th!#SGN23QRuJqzzU5It0=qQqtxE<Anl7}*PxSoikLK%nBM-*{u91H3~
zIkQy)nc9TnniV(&H(S{(4x&|X`D}bhy@DG*z#m4l;6|ssqtGp2ydPM*;JOqngH#6t
zRSb&MI^>g%X}~EzPtQO@<)FHTK3N8fGFaij0;vFHkzmO)JnKR-l@7$>2o(>+?#Pr6
z#B3A=1lGuSP$yy_+K3_@!Vm%ElR9DqQ3Cxjz72;7GQcu6$czm>V}sJzU^Nzs4ciWB
zMjR2ye7E6nY?z#gk+SA78Q5+|nIOb%C3GyM^^}-N_P%~7GoGaFj;P}BTpScr)UZXo
zaY&=L&#NAX*eOXPU$jA2kiMP>yApMWjrmQBEQtI6gl&@8Tr?opZ78ogCA5dqmI8$Y
z!DcSF(9`eKE6~$I2}&j%wCuO`n>R#5c)`8e0GbI-jMk%sdY63@LzHnnENv>Fp*4;v
z<Lam~R~VXU%@|0)Y6L31SUq5>!|*!FLPQ0(i4ow3f!0ZF1Z)i~Fm;e~G?jU6K7!3b
zI@5GBkh};wES9qP;mK0kWKbEh-GE?gDw<MeS5qUKdBv>y!D7IM-uR^(Hdc&Qj-)m-
z72I#)1MLK!_uC$2SSy*ZJ;@w7Is@=e@7(mp9@vAlmZxV;_EYhTX4CTi2!;ol7p22T
zT1mTYwJcf=$q0J$#Ch`ocrr&O!|>r^Qd<R;Nr{m&3fN13f2CNni~=!~!Z6L4WfWwS
zES8on%aO2)Oj$M#HR97PSw0J%ha88WD?65$_I5No7NgN6?bMG5-z9NrL6R_<u&B!%
zXP7uC(g?$t(c~ekm?dz44UD1FUxtw}nJ4jEs*r7$lPCCa^5%&t4gMx+Y;Ylr{bZ{W
zGIq?&RLS$^W@qMS#g1<%B2z(O{k&ENMOVwz-A_3$^;4R?D}~OXZL}d7sp#jk`51=k
zi+EP&$Y^YDq&|r_HSZa9ldJqwre|SU10<O%eybI@SAY0hty<Xq;cr#;blH=A3GStB
zqAk~YKGF94%3eRV%=3NOG{0xyVF2?H3NGSFFfys;g?=Rx7gY<zpe5>+WJGudc!?Xt
zWaq7iA)-6#Vq?}YQz^%=Og@QVGZ$$LSk?h-Z;*gdWPJb}37fdVC+iq(4WUGN>cq_;
zw4=}{a~9v#4pD9!<{RMJbgO~e3c7d>Gn{y-WE5lBzZi{)QmrJUi*U8b>EclrK#==%
z;^>g+2tm;(Gl+8WMpq0Gf(L+t2|3m#BGuI8M91|~b|_+!kPhEcEZ!oV8;)}`toaG;
z-$hAl3{Q;C1;-@?RVl|`J_lA|?hY#@6%CYtWT=@gTLPbdxC?WjeHC(-8WV;&ah)9+
zL>+72yHKRY7*^aIEtV155`>1y)^!uPM{K2>=aTi3X@aROv)g<byoh|kOf(9Q-82KY
z!2B1x`aV;t(M@*=(avQ(k#0KZ=P8}hvew}DE(|2Z<Wf<XK~RilZT3~Q1+kY+)MwNI
z(qkw#8a$>@SX(^mW^<CuMW#qK>xcy+%x3hoT7#HCnuh9c1kufv`5}Y`?j>O#qOo#?
zER)Y;P7ryF*i^neJidl^M^d1Ir1m8^uO=UTPJT;=7eDIND|@TE*lS=Q9J9=?qc(AP
z!u+UaNxbdNuK}~9e<wHGM39{zb)zY3P@fuO6xqg~C_{Bt*V&4+o2l<0#+_`S&y*2F
z64Bnu`zCDc7`A2%Tk}M~*7Q#tnh5HcCKJN_z1biB!B73Y-}#Td-}s&X>972&fBx;?
zE&PqY_^m%P@%%6U&maElf8qUZJAc9)h4sjj!eea3@`bWunNkoneX0s^Lb&J>obJq2
zGU$j3Hxk2|&{vuUQX>UML+~>yk)_JeT7(#=MxRa~UzJdVKfyKwhF&CG0;4ssfJjDB
z7{uX6M#-tv1s1wb{K&2D_=h{_$54H6&xJd=BRKLCpU>jhPkfK?=uhm(e#CW;Tn9i*
zljr5nLJvUYJWgGJg&32po(bC2H?7hF6LGWieouds&7S%h?ezHfFo+}qB%ur$288*^
z)uGt{B>fO1ED*JOpPrOc;!qKWm~8<ly3Q<PFU&{xzun|a{owtX@;u>rL^PIS%y3la
zP-OtH7?HBx%n+d+TOq0FU`iO#MCbD&Q>u_R&`=S$gWswsMC2+kImtH5dl1y2zN&jr
z5>^3ntbDJa$%DN_Q_UYRAX6HOS?$?u$Q;9ma;^s#q-{74k;bqE^kzVx$jgF)ygi~Z
z97)2yf{|)feBQQk`A?t`K$}jetJq!1QeQHw)Q-@ls#aT4weQEF&>nphEQnbpVJsAm
zO2X=Z4GvsO|Dw3}p`}bIv=p&rFj_sBLCBQS<r|X|48jINYtx_`B3m&AvO@Y(GFy@9
zk!pxxL91x>Lv|BtyOv8iLpT~~g9h$gL>eEs(GayLlozQrGIW!;Kr5H?IJ$O5qvs?c
zc@`06Od3CRbhvKI13tG#)R|EzDcHDhF-dN)6dS;drd3c4F1inWxW}o<wB2jA5rK?+
z<q+Z>^NH2IaGrBRzggeu1n{XNJaV{3BCfixW(D;gnDM;16|~k7pnzOUm4BmY1B(G=
z;6FAGnqDeL7DCg@oMG^wSEe>O!;|?Wr$#i~;-)%AO41a4(X3iVHND8aCmhw}BAuCK
z<#I#}kHp&L$YmJ?)Fb<fmJC%=tY1DF(RL%FE5JMvLur(#PdQSjS;LGH^=S}m%PQtb
z*+$keTSwEv+z=$Kjra0d@;;(*{JFB45#{#*&|j<@A<~OYKr>blwV30)8olhvb^`G<
z%2Or8RPsb2X5AH0b`~VcelFT%AbUI<Q{M&B!C_}ubxzq?i53<AENxs$B=mI2pZ4cO
zXt{ABi5Z|J%94+S61#|^+$X8XDEDjjrXDq3;G(CiwRtI8-%(NCvk=&7>X#o>x*cld
z*)re;OS210bF<a?CCMmVJd91yz+MxkdHo|a!`b2pwUgE6LXh9ULN&M{g>pc%30cOc
zv}(4Q(xA4?X~N-JE~CM6+i76)3}}_(U6|Dn?D_=8VE^B9l#HmMnC~;C>U1>QHEDl3
zO@Wmpqn9qhtiR#!U&i*=Yjx|Da?sh4kWyz?IL-YQ;{Sj~=Y5(Kc@4Q%`bvt4jW%$Z
zR5gedd3MF6ry9vbSiZi6XNXve*ur~2Qo+8y;x%xX_BwJ6f1D^ZC%3vZQ=6_$ZO_av
zO;?r|s<p-CxkcZfU0$A^scbJ*F>%%3^ZN5NZJWy$3+Dy%q`az&(zMQN{Ym9@4-PL9
z2_=={o4rQeYYC56Q+V7&Jl0(ycq5Bo&67rPzMMjHyHl;VyarOFHJsN|$Uf?M9ZTS}
z(mwJ1J)6z578~jZk@Tg+^YWeBn>Rj{)R&W~oBL>~rX-(BCU33WkhJHbw5w3Dc*fw)
zYCM%tzOi|GX<=$wa#}qk1TEAS?IILbxf=n-lHK)hYN9h-eyr%9h(wZ6VTQ+Ay;ei#
z$bft$h15#^QcCi*j=vLhqEX_e(5PYbE#K=z10k)0@31wLi~*~~jNIfzk|!+nzix@Q
zEJ3L2jZaXSDs8phJDG$l+hNe?b$yHYd?xX&pvi+c&iw66dLD5W=dWc_-fIEMsuRXK
z-0swP?bKMc7~4G(C%w0|YSCpk7*jnk12MZ!Oh_0)x({-Trf$%5Ru`C&9rYK<_)|ek
z#)Z{T8N|0~Ol#Jqs995}Wnd+SM1B#5k1isgnk27U&1@|$dY<3G8$l{(%|M;XrAhLe
zQEhax{#YeIGcAwRk#QoUoz{fbeAa|4O4(*+bzzJq$;-T+zHJ}hV7$?5PvYN6<-f?@
zALI;W{VbRH>7%8E`wMfWAbeD^2)gL|lnsHr3%|I9#r!!A+l;!u=fC=M?LFudgYGX(
zqSe(2d0@Ni%+lm9T;I&-6iwLoAvyiebYvvdDIx`omH01vqy1vl_uHZWJq$CxVks@o
zEy)5VT!#IWs($|fRYi}OP9e30H4ApT%?3>pg_FlyP<vAFgYvEl1F1z7Nv_BH{NRNM
z!^sh=Ci!0NHY=rer`aZFh^6vUX>MtIY1yCiw7`SXO&18mvtAdkT;f@80<l4zsUtH^
zIbS@(OXdpG$_fen!T@Qcw6xqW+8hy7vq$?h$uKnMJT7W`s%17W!jX#@z((<t<~&jL
zf$gZvkcVbfPo$pJbeVlX3~p;8!zAJ8A;~XvI=JlU2Cc|PLnobKtdCoqDAf9s4Fpdk
zu%5OQJdFdT?()+pP=7t;oDl-#n@%~_N!h@C2yq~6lp5G8))1I=@?m{X3=gI3*^wAz
zyKt07;)BwqKl<96C0kqpI%5rYscqcAdKFxx2JY(0CZ9R^%EeVv#l<wi9g#R8Xh6oN
zzUi*iFoGGlbFn<<dIa3)ey8GvH+$WWz0Oa32R;Eb$8cX;ArwdhGYV%6T<_Mq@8UMG
zitSvz(rdsCB49@a5~;Bd5@aIBg?0ce7Zl@vujiQ%yY6m%XSV^UfF504;RH_Z2e6}2
zIH~&5v#d==)C#yCc_?^X?~dE_anX!>F}hL5bu<C2(iJn1KHFXL@pyX+SAl*ve7ju4
z<@8D;3^ekoaD;pc<?`(sj7wo+s%!i<&g^Y%;X{lFQx%biT`aYTJPaUF<N~-U-D$fI
zJURy9u8<u^n!ruP^){mGqQy~dT)AFwX=_|ZD|roS7!KA&_?b`*gb%$oUEfg<V_b)O
zosPH9!bWB&z~R&qEW)Rst4KG34^XC-HdNj=3?i!m<Ezx)Bz3(T`i&ZD&qg>>Z`>;S
ztsUH+LqNXR=lEFdj$dM_+A#bnA$N&OM0{rS4~JhN=NnYIs8B(<f;F$=3&dy4_8VhY
zhObOZCv92HU9Iv~OPQT0#uQ|p<$n?Sn8QSVmh4nv_Iza<tv#vcTv)C&jpiUDuVggV
z&wX^3y0$Ovu|ANu>ao&ofy92P1RSF6;8BU3vMSwDt?oCf@}@nKhLsvh;g;J8zwhxp
z!|lYl=4RWhpQg19mPQZ!Y#I?@)KAl)4AG6;r`Og$-nf0O+^lL=P{M{?%%;gLd;$Vg
zKYmLd(`QMIB-!YcIWV9md{GFoTdbGpN5ljd9g6o&s5&XWkk0d}JYQuezb!=-<$EDY
z=dDeYV&&u%#UM&ICGO%)8l*hGircN-=(#EB26;QqEJZ1%0TT8vn+)9<Muabmuy?(O
zi%Zk@>1ULxYi!nq7`EjY%W{lm`53V*`}S^h2T1FeEdTC*effV_IsMMBJa}&6cYjc7
zbz2)>`-4}PfBirIrCX2ww}1FwhX3fF$Y@Ugd{PYgk3x>IGr$+g8Q^qFfm3R?Ye9jU
zEl(BGurBp!Mc#L*n3wP#fDR!Q+mfIwOS2^?F|n%`3hYW65&V?63#6e>Dtt+G=1j$(
zbmhnx9amF<<ydoCgpJ;vpc8osun8Xi0oquptrL9rywbwGS5%-<aY#2;J3!E@4FGjy
z@+VEm2z4rgCd`N#9nQqlw0=#MXUs3Mcr4Er2_W;1w}Unr=`2czVhFiYy6cnlFi;&S
zyLMBsKsFC}bS)<FHIL#5d)PDV(HvrjImNP%!V#QfM?1(K;v~xgANg7Kh!3;L(`>Q0
z&M=A^+fQ(E%^uzuu*#(7PuY-eshucLE7UHWK2x{yhQi*%=kt~wy~&!~%3BGthfh8-
zn|G5SyLR(Hw(I%AM4R_~y3DP7ezy3=UOSFJLC#CM1`3QrTV8E=JMapCI+HouNWAVk
zM**PdIUP@pXWX#66>{4~Xd3E34P<!Hy^6pl{wQdctQx@zts<7QXtt_2y_z<KQS}Z%
zs`bvGq>F-}-9;!M6p3>=91c<r<b8ynKnq3w2ywG_9>Ur)1;~_3%HTaU4(<g5OqnL`
z1y)M&!J0}*_&h9^mzAYFv?HaEu`?ljpW;O448rpW6;ur#hVQvQ$A#T!RT{mjUlP1c
zSLNljRSm|e#|CPo_}=Y?YrS@vBD?+q{$E`!-IiA4TDuzCl7+2d44vmOq~&b4twvs3
zTfcJe+WnQS+c$5lZWfDrg`k&WSm#K*yS}Fk_2amg;)z7Jy3}LpMLyCyl<T<J+eXx1
z*#^WF1Ya~$`pfo>6DvO^L$tAP-H?@L{F&v+0e3pXN6pN*sj>{{56=rK*u**R07#KX
zDaP;tJF}VxRZ6j#kKJS+r2E)BARYj9_&}{$vZmR|4<D#Cm#bwWe^eYJ>-gb~?gz?f
z8^(V|Y!5#^KUe1PF$MKw0+EdL*Q7}*#?9zo#)W(L0WREOZv)%z>FRQIwpyE#g-7Ha
z#<n{THc|LF1IjaW>0d;g99s?A>yW~p?A578Gye3fW|mR5XxCnZk^6&($Ttt8{Q0@5
z`Q_<lF}}=8GolKk(}-{9mmbu81YV=SU}9ksDe}(po^A_d<&T+6^BAU>th`1H_2q>A
zog&O2e8qPxWQ59lh-NxHNBD}<?s~J{a919|uQUwA==ZtBCHNpVB2|YjcOs2AA!Fvx
z7@XmI*b-gF{~A&LA{FOpAtp^zCvXg*et=gpVkM%DVOve{92-@>KEA$nbA#_LVKrF^
z=r*;ZZEy=OkCcfHe;!c#e1xL>!2No>OFwX{9q%Fau=`aY1)!L>SE|*w-Je$9u{$&0
zXYuXZ7c|k$Uc)3z+X*xD<J*RAj(?(DaK*pwKls6)`3L{rUjtk9<B!UdS?l)?Kmq>d
z3HG!q+jRU9(aoqw^i`ZwGVg3<+z%L;qhG#ej*lZs5W$bZH#>`EL5Q*lK5x%u4IP9u
z7CA^|Uwa;Fb{pBL2W=U1DcZ+id?7c!kb8_5aw+f5=q~Q|r{{0}NB1k&{@{E6`WJ8i
z*8lf6U;pi2|Cf6|`OlY^|Jm6WzxS6`|DbR1#vUBS9oUn?V|*9)MY@YS{u>IIOKH5!
zzh<Kq;d7ZZeBoWQg)U{Kjkc)*Fmt6-XSJIsuMp8~l+7HgzpV1rSEah`du+CFeJS)H
zBh!y+x0foT+5%=IS^L6l3Tv}CfJk<bxnxL`ZRKD(wb#t1;|*xhAiLRwDJX9`S#EE=
zl-PmsLre_X%`i_MY2ZrU-tWK;wHpmdsE6gDdp`S=WMN+!_P9YHJQJl>Pru1!Em$dW
z9j=k@ib@+^>h$T7BVJ023`=FLLmv7FWy4q{Z!36W#g93peovseFcpCv;Y<AHfK&M9
z;F7C>fTB&NLhQkQlJeyP&FF(fq0qlIm!tMEr~&l*_BC5MjK^>{+OD@qHLM9vvdUmj
zEZg(l7j)JV++?(iQtY*UkRO+90dv)#+4_m$HQ*^cEUoq7_#BDG`lv)0UbC3iB<Y&!
z;WgkHJQF@hR}Rzl$~`MF;)d6Ir%7laQ8d@1;1+47hX=69mCe>le+DcMH~xNHw9yAg
zS0SANA)*{7y=b(8pT%PUqRc|~x=>jXOJw5@FpL5^2k^qol8j<Zdiod9nPlsobIQ&r
zG99s{ul#|48j>T2kXqUJS_%C-cLO-5+ySIQ2ijcs(%rIrzg($z_sd?T+}jgOj8|7$
z)qVF`z0tVf#_|cbjL&yh;bYVB5iEs65hF?n`LX~L(t|UJ1v9C#AN$o6I02C@9Nb8-
z0#l4oa%suWdx6|y+I8|z+1@XbV^7<IgHW;fb@yl9zS?V5=o%d+9CtdwPRDD)34ceS
z;@!snsu6gAmQaCWu49LXNT2|lK<+z1W4}qbmG!XsGjCH+8AP7!?74T`Z^B<2xR`L8
znOv#Dxu$}GH!HhA&>&gU3!J>*PA@Od7teG26@>VC=x>)RekClotB=ZlwKw^Po9*vT
zwtL&*WQgmF)=tPA%jDSk!F%OmJR*+XHighUf1Uk&`dSpIBJlTi&qK<$(Ffg5&?p0n
z!>g9JsM(bV_uKDLelQ!Ri!Qi6d5$rjAXo>LI)+ZQNWNIS$y5j?+*M>~LT*nS^TsAH
z*%TXgiz?dVfGbKJSlNT=A$+S^<Rb+$O?KLX(~KKDY>~&387A5T47I2NOQqf_!U+jt
z!Z!`RRgr84O3`=mLV|x;W1qz%r>0#1DDJ=~E*g)7+Dw=%=R@f4bJ~wllS3Fv!d!^2
z0z!1vN&{1>g*JJ>-fi`6tQs1}6yT1=z7vC8^&j^ct}9Rr8pfBgBwhw~D!x$9g{5xo
zvNTO70H-+P1V9l{E@R0S#~?+|S9>%>F@XC<3Av)F$}0~ws|id9pObp{=o#)VE>`BJ
zwilL`J>OrP_m>xIvx`%U^E1`iMSp5>refA~iP!O_jK7sO`DSp#l&_$D5p>450XeUx
zQ4vP9tSp8=4dYGt;CbC1+~$PfHQ}HL)Hq+MRC>m{DwV><GKi$Gc@SSI<n^>d)*q1{
zp^$tjjpPO(a=Tbog(y{&o8JDmdGo!J#^&xPo5JCZjP&yA9Yd2U3V4(^yzd)PzMREq
zlijtXywsZCg%MNa+MG(V2^YkQX`Ix0Z+5YiNI9wEFhxvi9KZWlHAOar+@Eynn54Ny
zDiXUjzmis@CbJv#tsJ_zY|5jNUl~CMj^gCv8jUsO(kQ8SeNqRQW)j)WbgS8C33blJ
zzXyiZh!#U~$M1uSla1StQ>igKrNg$c?!OP>=nJ`s8!26)xkzuk0qBhsDwuUdIDcl~
z<bM&C*<0TH{QarI@lPILppJk_kyU?~3PiBx8CVz}#e3rjN|j3IYn8CqwQLp1oK5n*
z+3f&}z0>T3r3w(7F%=hqd^cBJn4el&T+od?6p`r=VSUbSkWwXRwh4@kkTT`CL&r4r
zXWrrVd$AAU#~DeGp?E3;B3T3ZUG0bEYkmunG(>^tj8^V2EEV2VMzO{S+cfD&^&XM8
zD&(Xt>v#>@O8s3r(karz61H-_Ns_eVHJDB(>7UzC?N{RPk~nM#f#gzWbbe}-tS4gp
zbq?oP_hBHp<=N*#))QLV+*vTlQVPdgeK8=BXlGz4H9haHS7~$Wu9V#m0X-qRpSKf_
z-An!+B}c|na^8M6L8*m31MCX~Gvo8Desq>TPhr~X3eoJ<v-T98nXe}W=HwJyN)4?6
zKd~TDVn8V;gqF}~wGTZxrD_hR0iU9gN{f&|tKW+#Ry6UB!&oNqsJ5!wu@zY_K*^A}
z45%`6=4?QfN!)-8%O+t;M&Kz;92gZGN4KuR`MBY3y{V$+;HYLVrJ}h|9aQ+uSWp{n
zr5wVCtFlLjSe(rCH4meA&=rmb2m#zbjMFHfMiFP}SP3`)$9}_K?*gu1=Ps~%1$VJ5
z7>>=I5U~OfXO{vAguI=P9k-EZh7Op>pQs&5?DSfMlmffCxP(CUkQlxS-UVJTx(I-*
z;MmP|;FCQ4Qc{G7^P%H;ka7p?zuTiQ!5lq=in$!C5QiX`xy&JJV<~!=s8}4cmr)A&
zj9qk_=z7xQD4-YUBG7g%1jG${bm;V}O42Tc6-LNk3X=d#6u$#p2Wo9CGl`|u4FXg$
z0VgQD7j>uWIY)bLSt@0QIY;(7JJ9<9@)(IkO8qI%Pn6bfZfztIAJ<P=4lGl<Q~E6=
z2Y8Y5HRvIC!~6DlxG%etxVYxs6o35r{UzHi3%`WXtML5b_$4t#^GW_=%{v!{e>65a
zKYN<q5>N9(E-?9!mwo*Z&8#R{M1B}0^E2HM(y<5b7h@1u)GP)D{oHLp^HtvWOwi9W
z<p=d<xq>w(5OvVgm7rCt%igC*-k0Iz*CS|<3H3x96X=rPQ4j6Gsh1?iRsoogw{37x
zpOp|)P#nWIO-!a=u$&R&DW-+ShK^%H$H!>sn7au!FBbPVFNDYc_W%3afBWkDCzt=q
zAN%be{E2`1%0D^%jX%5n?Umk(|KfN4?03!ZP5ttum@6KI9MS%E#@1%!S#Rh&jdFDx
zOC|r=VQ4-HI(w6M{SXk?mEFmewUs+tKzwR_Aq)$3b)UdC({HAi{`Z8*W6JWLG~|ly
z3zIgHtffg>t+BmY!mvw44Vw~D0U^mSU`redlg4X_<doB;9gURC(X8X76_Aut7`0>A
z1Jh(YEa`}uHRMOa#%{=yb<*VYfM>O2NYf)Yvmtig5uVz>%~D?;^xTFXZ+KlGST=J{
zZp!d=iw|>$I=-nmqxlCoRoG{AiYq3qEYp#42><f^_uWMV(41o{MV<omkA;eZkRzFC
zb2(`X0Mjx25<Hi3%3~Cs^o$52m|5Twg7jnwisCX0T*4(!0>!~p9!N?#`5@?GMh%xC
z=yYZp;vZ#%d6giqq>8~sFMRpIq#W()=~uL&$1k;)$CqduZ+^&XDv9<?O4+<4Ut-^m
zC;eOY;vhTR6dT-O7gVZtu}BCLF7&G?UK_*;<On^m%;fKp(j~Dxloj;NLzwK4P6ODk
zxP?__0Q?Se+d#Y}jR|Q#7#A33C%A?cT@RVQD@zF}RLetJ<}``o#DgWAJ-mcUBGPal
zg+OyhCJ?moM<LL>+iL?cstc#v^8}+z`YfeCM8Ca<cfdT%<qqA=x)IF{f-U)0r$;pz
zwQG-1E;0zWhJQjJ{WCThO0^O)xoh>1%*aC407B2o8c|BX+pll3XtgP~Ce(wZBy15@
z7nFxeMXQ#Vp0adOT2@$|0Lz-;vPJm_J2c$i1N4~-`HnIR+4>HYlsuJ_w=SbsEXe^I
zI9LS`q;y|OtrIjc@o9#W6+U7tqf%PmO3|A8Tw8d{Q<YY$0AbsMn%N^nYBIa3NfD}Y
z&<YcxH5ANj?4@w0%Ls1`1EmhEk$MfU69wVbZ?S9Y+UflCdl<*kRJ=mb(8eldDaElG
zQAY(DbR6(>WI3p-X<2rm5o3P=WJ1@G=^0i#rA{BF2zsTexzyMD$s%Hd0iCNY6+xEe
z?|^N-1o0Nn2f+Sq?c%)0nrgaTh%MlzVG#vbk3!X9$i`-PJfOCH1O*0WIKa|Liw(gU
zXd8ie=nHnA4+HKFja!Ahl&#dotX9vt@Mf>8?BV=JfJ_Rp5CDf95xhlB4s%BZ8?LnD
zK}$&zlUM2M845~m1~LO5$D7Eld05@B^_l|!#n%UTlcf5itfrU&nTu&+$d+veaf|yh
zQ^B0-d%{_?nIT8_#sf5^F}&kOrD)lxGqvye=r&d%LnW%*-*8wjk==yr&ZEDimVFY`
zE>0Dc@Wdff&?Sdue57&D%_|Tuexr;eiTm?EudZUK3bssmC#S+<ZQWhDwR!dS-J9!o
zH}7A)eeW&{m?b!xc`azYi^U6Q(GO#S!xCZ+Q&z=V2i+ztHB(Tsa&8*cxpQ)M$TpfQ
zPn%X6rH$sIHnLlYZ_~57ZFcysn-!td!9@lI-gJt2U+>d95S@;_x5}wb3qudSSyP?4
zSalu-S(TYVWk#rwj-XBuq%?L%sL+&Dh)x_sRfq>a4_u5OWdchxSWo6Uz&*~x&WoB0
zRyXfa&3S?+U$*Hr*Hpx;uM@zPQEKcaG+kDSBgx^?&L&GQ9L;3Jz2s7ud1{OtX>nwV
z7jtd>*81HWtM}LN@5eW8U1PEP1y5LxP}?9Jr!>75^erx!DnwGKU+Hougt)%4`QiG;
z#`2O~W4y*x3#YySa5mGgfK>ZpU5zvvvM$!i?A0jdKHAbUDT3*KYw8Y=$hMYJyTODw
ziXgIOP7_BPJ*6dW_L>8vG(yuUDH_4_iW;g-?HaHxb!r8+=<r!qmcCjbGa84RJQ)oc
z>z9P}S6YK4NQ|Y{7Y*@neb`%vVax}Ik4v6si)eX~9uY(AtM%1^d>jA(@yKPdZ*A0V
zZx+~OZfl`(DNu+X9ZA2Y;31CSD4An#n(A^oJThQzgCu=VkCZJm7<vqC9Zd@xX>D)R
z&yx2MjpH8||5Ov#hwNLPp)2gj3MCh)FlH@7xlY2A@u?_tj+>>q=hR<@FrCj8MOMAR
zMG9rcCtLa;EnA>GIkJnFRyo%VyZam+bG9_)ZO_llnyA$|Nk&*<bD|5YJh&x21!Jek
ze&`uZSKNYuPI*g_=x0N4@6Yyf#0dL?9r%sbNrh&_8G>m(i!Y@Y0H3$evRNOZm|+-w
zEu%1OcoCc0S5X)uS0`tPVn<{7f+c{4%O0gEv$MZyF^0y5oGQcedK6{a8Ky3Sn7p1=
z2nRV9tNEdd8O-L5)PmsYYx$uKQ=uXFyp~qfmK7L%s45NQ@}gY~*`-4xJkl)6WAJtw
zbM}zKpjL6FM;T?qv$MzJ-ChfRCL`4;FS`<0R=eZ9R{fE#LqQ(OXFO3G+dGK`vLH60
zk}D&8>f3kWA>49Tcl~x_-`n%tOSl{GE_Z?wq8gOzty&;%2g6gE#@AoYr|919wQ#{$
z#bkoxD{cuU_3|FeitSUk9melPQ}az`+xA}=mWMX%m*zTN!M(DU=G~j{AMfD41D6a4
z{Q%3WI@_t^okLeBH2??r6#7z={}#W8_@W42)ts}NB;`vW2~b+RLF#m<>Gy*knc4$K
z$fxggR{;-k$_$t89lBP5^SAo-Q4d$N=(Wn;<R&>F@K>_gf#G_$4h#a8)@$t-wf8pr
z4&W+=^Q$WW1VDxSWN{CkxJrQAtC+T*+)@(jDoLvp9|2iPIhjbx4ALYSn<@3z|6;Yr
ze*8^vG&9}iAD^0se;<$b&KtNk9?AP)(7Q`_1oe&S9rH|mk>?YowR@ZE_di+v<i^_8
z^#sx5`YFN~b8ZQGX<YlUX{q!&9c;(SE8%{tq9r>=BUNqv08-MyRPX^I!++0ONvqLx
ze#LsMhaz4cX13eoMUvNB4^oR$8xNh7-X)LPvROE5m5U*&bJ_1~J#fo+0s4VUR(ZMD
zjD_SLZvG|R9{a1!>IRk%&D^z$w6?S5je6LnB;oLG2Av9&f<+=eWi@vUF6lOTa?E+r
zIqNLR&&T{JXPH>s*e{hnX$2+NM!;DItE^wbqFRF64(}PYfTv2Iq<fJZumalc&6$Ae
zlLD*4mk1~`C)p2z{S+YSQ^q@p3Na07xpxSqyvmg@hSGvrQk<WL?;SBEAphvk(7zb8
zySRW4{Sr)i1Z+d)e3r;L=Sxw>NTy?9w@HKq%%lj9;piLvnIfL<dOJIQRm4%W8REna
z)5#ptfK-Oz&Kn;{c`UttkvyY)GfR%xUdQ6RYF?+s?5mn&K6b|#yJI{?cZ|e7-^>no
z>o@+^Z?653i@*Q9ztH*afB*1}pMB-Oc<ER7zyAII@z?)c>Eb_LIQdJ-aU1`A6pjy1
z3XdnynLs!8Sh5kER`j}mW-s9vL09H3?w09ld7_x`&QOVbnw&^_UZ}KbGL4+DPBItW
znTe#UfFd38+&2;P5Kvk1@2JPX34Lj47^p8J91b%$bZMt|!5#X@n89YWgXDzxt=O>0
zu6y&wmPrwh7FADei9JzFMP?qXrkF^&yePKAWZVTxTbsk#T5Uh9;$R}_;G%d8n_cTJ
zCMec#<mNJwbSY9yX`7DSI2BoMR7+&RXf?0$UzkWUn~xc(!{OcRW+sXg5`Qp(8BL=g
zDgZ|3^dLfw9=3j@SD~Dti8)A`6)KkOKuE*!h>~qHUHVOtG}}OSC-;A{LMJ-Gw<F6>
zwh@J8WJpkN4cH*Istuf&6swvC>)VSiSpZW(+6I%-lBNWzsOa=_A^D)JPd@z#fQ(dX
z&77pTQnH^=pXT}swa#k&nXE*0ZIG8;BoJLcwFk8>MjIPDs{w^pZtVB5F^YB84`(MU
zm3U6N(qv~7km8<F<K~!(UW{{+$Nv;=>hRy+V05_ee=2AD{8XI$`?E^JWT%wZaqjO=
zMt`S1Bu%n8^=DJ?p}#*_pZWU}?2%%Q{Cy2)QzZ}lYPiIWP89>jYNwH8|G}OI#=5Su
zwVT%h;qYkFsPCWzps%K!DKBW+3e2@&T8`$hvVfMXPjxg|grn2MF=JVwSHzkz?2Uz%
z52iw-KNGaVH|?BEwrp@$np0JSht-s396R9)e<qf8m@Z>~L5+qvcMH%dz!#xKEzkz{
zw8Bxu-5z3+Re`$H@b+O+-*Ok`O54!>lFu&`vlW7~BqsIR`M2nq1bt^CI)32MzYBB9
ztd5_w+m+bwaCUj>k(J)5hm{AQcu#jJzf=_LN_bH{bNgjeEnyl$)s4im&AQ0SFqJL5
zjhgix0E@OmmkgF?rn4Ai$mMqHz*L10(`DTo*a%`nry9q7%MSNT28JTlcS9{t!mQBJ
zeX1&pRVlr4be29-M}8e$!Vq3IU7N5|CSLua3NSz{YjK-KUo3DKW_R_@oeRJXhBCiO
zYwyP%+^@)C<pSP{9hm2l=^G``Lt;WEqZqa1ZlU{)qY<n6<mtbJLTSGyzG$X!KRL8P
zPo|N=A36jJ%k1q?Y>vd(?T92;JxqI~8@63LB+EqLgq6dvW81B`YQ!1dpt64yDXTau
zsP7RliwxF=j}V+EnQf+a^c)X0?mky0X`-}_YyC;n&$@o2$97(60k6B$Y&BpPh224E
zdUo5Nt!yvKxZ^v3(INm_mjR?PXHlX8b0QEpsn-I;<3;>mh<JP%w+BEP#nnNDg91;J
z|2AUiE-zJT)rE@4PIm>Qq9-#g%QWseJVpoy^8TDI%~j@VLa(n3sKC>t*N+N3*WKBv
z!j)&Kyj)sZnyxI(n2@_p?DBvzjckdhttgJ6R7By8N`0PQ?T~Z{vQC$lr{?BGQt94-
z-6t8cP3nZg$?F&)8nWSqJhP>RAg^78Cflx0DC9G{y@Vp;Q<`(YWXNvBoVFXT$+B81
zr-25xOLlX_2V7sHWM|Z*DFifX`(k(e!Z&-3I!t<Qhiwn2ikEi1uvhaNjmzyI?D|2u
z>VI&-{kXo@g$wOkZ*Mnv(5kza>VCIYs(LN|a#cSo2b~>IuC%Hh|Dn4<7y-L}YcFsw
zLDzyuWn8rDNBtP3$?AP2MO_5J_8`|JO}GU8xjVNvZ+xm^dtg)R!HHEv(ieUr2EVd{
z&9JhY@hb4GhNmk$TcIur{VusB>mUy>(h2ub`DPKQmk;XXgiRjCRlu;;DSQM%gGlTR
zin38gHrRgRh(c{J3Ec=zq#S-@d0}}Ok-rz0mnU5o5lh6()YQ@k#q;EljDl~hudlmz
zBu>d~6=VYCZ*uwYfyQNU&8r~h2{NqWO1ei1y&}{M^-j=gvcGmoaoOxv%kK2l6jn?X
z<RglG0dHObuv9+iba?EzpTMLlcxa+CJgo}VZR^g$Ie5vNnqQh;u1+m%*XC<W)3de8
zRCRi4W`1dL+bq2$o#PpmzkDYMqaJ$2eptS;-}N_v9co~L9bHqE$x1I@tv7rqPIjfM
zUyd<aLyVRRhNOu+@K$=V#Zef&mO**dT-C;9GDR5=ATfhT2p<u03)sTH9xrnrw-EIT
z3@`Q~Yub0RNm442sIJWrv019UhM06X7jpP2$`tlr$;ou5Qy17n=eZbNWcK2`kxWP_
z<V$@t+-~vl@j{%a(+R{r#)&6gt+Xf@l=@2~VJMkCdo#w6Mp>95+m}<QQlxt}Ms~w2
zuJQi9aXY1icng6fg?+pm%&6*{8?VO1NMZD1oS+lX;wO!jC`BcvNE~ky=(CB*ph+QQ
zDMGyz6AFNJFk!5iaT}lSn|{-4??N#vLMM`U0n%H&>6?KWuP{4B8v7?Fz5?h(s9=qK
zlk<E`v@O5cmU82RmQqq$Dn7=TXkh)fwAGIk6kmiSHKnllQeX&E3QW`rdNC>NT&%wL
zTCn#rt6@AB@PW((jJE})q=+Z`ws@OFYb9Q4%|NW%;&oYzEo(8tco(W!93zO24@|FE
zYJBp^7>$v{D`%QDMiZZR+yJrkxRh8P&1{i|mxIL5+DeGS#slFkQrem1$Dy>(BC^Ut
zJeEgZWEJ~3s5@C&{oM6UJ2iG#l<|=Gl&nV^8mCW+ghosZ+fH2%u@pQi%O31Bd6_<F
z`{uz3EpGOq>(y=S_y{e&wS%MiG>{^o1E@|_J)QHV8eYI{Z1dRVYX*snGgHet@x>r4
z>AXmR;=^B_mnG{tQtOjG1eg=0>a<~)XuyF#rG<a)026Tdm@fS-PERr-$J~gIwnLO6
zl{;v}n3o?^x*h7bSpWe}m1Y-~=4Pw&Vy>H?YFb`|c=`eF*h%|x778DE{E8+#!~Xdn
zYa0D<xFS-rzGiVNUj-5opoXsC)D!KCo#A*7Wb{^MNh(O9<)$}Wi9<8|a(2m^_3z6>
zafYnuaNN>_!-n1WnnzgMREDpl)Rr!|%{UvbbqBCHXP0s<5gKT?5^`9)n!=rIGDhvI
zL44jwE9Yj9gQ1StUPG|r5cFj=b0wToS(kQ@+6~Ju)|I-i%D4Q7Bi3*Lo7e5OWPJ?u
zOJ(+-8nK|koMJ=gVEvWDLPZGF{Y0mDxYC&bP{S@0xlG=)+sc$6V`0SR8j6{UYpCnA
z355_{agSI~9*>w1!oP19KjacS6f+f4EK#EaHsLV5Ua<QND{nmtusLM4vN^;?yyAVp
znhfR?8~FENAoIvKN7x}NlEWgl;%e>(S=$Eji7mHM&cRlKp;)P@a$L`tXV|O=;iBOu
zD(WF~rFWM7%dz;ylV!3!1B_FzMjC!AuOuFS2uC~pLpFW}m*Fv$dRCX;w+|(OjOI?H
zOZY$k^7+bph*nO%&l`TY3mdCexL4nINt;h$+GZ3$=}H4fq<!~8=wHKKc)nJ4K{10{
z&#9S+VlO0;-Ch+A)WL&3g1!qB!$DWzuWOSacZ0*4!+RHgdtTGMqzqT_`?9_(;X4@w
zk?s@flE=?3?}?!0%I*gjh%zCZCM<`04X@e?_N}WMkoSo?%w5mBDb0AP)3{s-{W8YT
zLkeMD_Ilz+t}Bh;aQHi#&~oqzqdy8Q2M;*)^+fdbq(r1E;+due(OWrpQV-(C7R5Bp
zk6kXYRE8W!^mhi9mheC~!<q|!ZoO8kR|t&6UFmdSBB(@q>i<Mc@s{hGM6!1C=^6=f
z$zVi?JFv^x<6MUSV-<s@3Uflr49sZQ+PY1(gXBnR^``#y9-@cWk?0|gI>OA=dJR~8
z2W{M?;e-wdVCHLl-raJsO#bV*kqUtw%Vvrwg@AwwmJ?Cv%f+95+j=Fv{cZOOE#<%m
zru!a75B55+bnJMYeF+bj$Wzt}C-UlVCbtq5zWG%T@&Q{LR_s7uHVr^#s%%7Fg~=SV
z2dr$fj<9b4zD*V*`+<~l(2(y+^1E4LnjKO)gSKqZRDQG)97k%nTjT)jbbEN&keFcZ
zW!G*!(-PF+O{mXdMejdiI09huwgBmi9zzHRLYjs<0X(DoDycWt5K(_qz`%Sdsc%nJ
z*F?44+NE%VD3PQ2dG7gY$E$VUbGwKy56i>`nX6V<?Mo5;xJwlaD*fxYf(DKQU>vMP
zOuj#?@6{)7^_mp1^}b#PFWz6d|1l4a`&+sISvz>M3L{ABOKd;Xa5FD9H6<L&wMRcG
zOyeyeF9Jst6tOKx>OmlOlF&*A>xeq^+4<l{ai!u&9K{E!For#F#dZ{O;EHcfV*48*
zu}-+LCX)2%%of{$>15q0vCXrYIf?D$@TU`*oXNfXFk9xl14FC<WCLe4K&%ZVJ>G_~
zM$ja>5n^L7bwi!K8IQ4zmzbhJ(*@EzFf+kCQ(xry%cZrC*H^c0-@Sk3_PtwcoA+0*
zudjZ%nV^1LKSe4lI%HqbW>1?;IqSR(JGLcf!g=0#!I^Pha=r?4uQO0se$9C&NqorP
zqGdm+;xNdm^^|P0GuTW0PU$66l=HGtiGdj$E8U*ae4a1WfNOwI!mU!!X~O|Z*1?Q&
zhJGxEhZH1&6K3%wZX&sJvg-To(ElEJ@oOhwNdHtiM!;$Fj#Ezmv^y(+yr6c3T1>-x
zLNyEB8(>eYvT#dt7HOoIIGROdyg0Fqs0O=D#8V8T_LJkom#$EvsJm7gJAtf0o4y2R
ze!ZWD{AuobEdl*`t)Jp<5OizCa3+Od!}qXn6Wga(`#G#U+}vGV)zx{WKmGdtwn=`Y
zKbajqcYEfbmQssNir@ghDP2a2kXxO4weCqI%#_Buiml}h+Fjn&Oy263<QBXe?%+Ng
z`%T(DYQnF?2+0YL_la;P^IKa{yz+R>4B52~3<xx*7vh{^IDneO8m{KakM@fU@l)G0
z0Q+tHjdYo-o1u72UqoVS6*_FmvBd`ST8dD7&9A2cB3%udyuPH)c?FA*!$2(~*#ub?
z5dojo>k!?3VilPJ{Zlb%Pu_&%8Y09RnX@=P=I0{M36@+J&WCS&f96Vn``Qjgelunu
z&(IWu4V8Vn#(-WS_Mt|<{F0*jm^bQWSX>bBm{{*IB2g%7Dxdds!3@`AQq+z|C&f9+
zeoiMcDwD})wu?HIF~m%2e2W#&iTm#u^3iG9&qHq>*^_CO(c42FoWic*%h)|Uj~CS|
z*gd=|36J^ngf1_(G5Aun8_*GlO6(d<ZiBKhz_g`dOMj<J1XS<A<52x}KC|6~jI?3|
zKR_>Wjp2j2d<+d5{mE!`tlbCWAAvFh2k99)<I5h1CwMA0QMB*KUIe0L#>l~<nO}pJ
znKO($QQCzyKsURX=M>fV2*Z!{t9hibNTb<V(x>Na(wI*KlhLKTh%TRw)+=T6i8@1l
zORRjf{~WJ;X0aKse97_h+5JAu$|uLB@yciSPqZqS4VHPtbmrHO<H~nd@A;|$!efSX
z7>qA`XLLgNdD-^aU9Y;=^lx9%=ktMV*LnMp{f;}Sdrs*So};>AgHdo^vubUcCfYd+
zrLh?K1^c`nX1Ic+<G4B?$4A=9=97K6nBc<&Zkf0Sx)J4|cJfB-@j3mo%vc66B>lMV
z=^S55Nh;sQ%}D2J5LjKqU!Ry`F@_oc#Wv)h*@jwPf&)hQh=X>}^8TvYvg!`T5Cy6!
zV^Q%OlNO+6Fw<t_c_2B99+Yq$+(9<!<dT>OPxvXj$jTg6HS(B9`R9olx6<B6sLqKE
zPIb=X7RWxmMMtg-K-@tiQy;mw-FYxZAdCHjQ7zys64Tn<6AiRfeX&hS-}_)=UlT?D
zBrdvG2eH+|Wjyu<I_sAWL66LtN?l5(HB$u!P81-k=Q9=P_ID7?b*J2v(|R8oty+I4
zHHO|8l6DM9`xqf<jirh>0?5MRp8u!E{?;G=?ce`Tn?L+le_`=Y{V<q&<^4PN|JtAb
zd*At&zx?W7{nP*LPb7wX;^&isCwmlfM2pgl?U=&QrWrBf+FoT3pp@n6w!B{L@N%CZ
z;KU?+EPX=ynp|01xwAF7h0qj1=Wcyxw>t^X_HL==KLqeg!=Kc=s@szU6}1fH)bg}$
z?XhGdw3!~+Z&z2nZLd-K7(jK{3ju?3whS!VD-57Uz+4KIQvf+{AwY<Q)2WS@CW=vZ
zm;b~uCyq`FfHWY-RXNr%Y<qS9Z2&u+UK<uo2;BjzA@hQ8$@%K7iQ)zz4q9PU<dw~}
z(rgLwFJYZyQcL7yNm3c$)s<cs9=VaAL)!IC6lqVUVEa^NZOAjEJ)^=PQ!SwW9ooP#
zHR}i#k16>_Gl85at_JP>4$U~-ZUgN~`^%(Cr&QUPiE5-lyM=U?L{$go=&PK`K`?gL
z6EL^~Ef#6S@01j@Xvp;+n8m=|u443Jm%lH=jjn$CEW3bByWa}hVO?=Yt&?Vu6U8+@
ztaR!OerGTXUAG)H^P%k{BUZSCL?~st#)enIsD_de8%wx6)5+8fBO6l==3<Nr2b)($
z%to-Yj51jjkJY0rw|(h`lYN$#LvS=#gy}4e5sI<JjCdZ}C^KR;$T~Bk%xoHMH8-@q
zW-7~rTX3ebI})2tT5{+T8K|e9;IPk=_uBPU_x<-NMmd3|x~};Rui)74x$<1>_d<C-
z_IoLjjt$SEML^hPHp6B3!!E_r=MujcVhopo55}mj0Ga4`C1?{F%v{hn5kTEKv=LwW
zvp~1i16G>Jp>3k5cx^Ij2EUyncIM=mJX#8GLy&s3q^4GA9Eji52AmHe?YO(R0H*w1
zvtbzq<y+rFPAa8kKfJekP9<I?fbS~-><GeD_9CIe?B&{BZ_z^PDlZkZ8C*@E4^(6^
z5N`m-d##?=h(NuW`8{?~8HqWpodIb}o-Kk71<+I%#?!o$g2go1%zM(Ts-N&LU8dJz
zf$zZp-?p&^Qk2)|GIsWwuSLEJGiiopO_liuK|mo>zSPp6u&YK0Axx51WnVSWV-@xj
zxcOxD8j@UwnRUqs5&g#K>w{YXn_0&2(iY=@>I#K}OPKH>aNa|*+Q%-J=0BVX2o|~n
zhXQ3OPeQqTa$<U5<ty8B%4~3Nui>1dA-*pvF{vKF_I-=U&Jzy}?i;5}8da*1fP8`@
zOwhxGZcG5k=Gi4Ynl@m;F^<4}rT|ocv%y5b@F`J`V$nbkqrvDu<@Up42n+$}C3_+o
zeX&aE#w~3?Bh=%71$wIuk0qQxT$gp_B`hQqq%cAQCPr6~M}W&!rRXV;hNB<p;KD?P
zjn^X{g<Y8Yf7C-YcrwskMU?%jc12i4Z^7V?hl9#2DNye#U00Op+RECNMfoAD2^qkL
z4Ob$vo8C^ng39h%j{x#tr;u+=I&tB2gF$0)BIC?klwv(gfmDw8Z89WWBWU?@F%hK^
zpR3w$gu0B{1M4VWT?%q5TB)(ZVJ9o5Pcqq+f3eD`n#88ETnnNiQwU%#WjW^Ol4{2R
z!VMUP?j}I?s`bhcq*-;)+Z3^#Wnap4b_vRSBC@p4r+~9TE<u*SW`igqr*ko6S$t&c
zY8(&J`4}>7sh>}kRhTwy%V}Mq$Sp<_WtF1L^77k7(PVMRD_!Ne9+vb@2hdUW^a(o{
zhSWML7J*+%q-*Q?3(9Q?FH)h#($Z*@bS|5t-l<^eAht?LqoRx8SV_iXw4_tq0<7ql
z@MVT~hH9GXe=i`ks`jr}kpQqAEKdmrzFK<|8MIBjLaLuuq|@bvsNW51ef^7<0(pI=
z!t2N0D6nByRS~3mdykb4a-ZhU5$9oVrE+=PyS2G;bzS>}#CgbSr?xh^TyEUjTEBa1
zWy9jbYOYUw>;<sL!n>cNPFS&NY3J5`7`P7z4IeMhvU?kGa*3*|JQiWz$UNwj?g1YY
z*T#}CLz#mPfn<Vn#p_mfkrP{u3hBhy|E}Ib6p}hN#Mqwz-W2zbzS|*pTC=}Ucid{T
zLESj;Z5-=0?(RG*O=6h{B7i(xXzsY3S7VFMKZ!92$kUkdV9MaLjVJZcPN9-beT={B
zTGJvWlQJnvNr+5AsYC=(P&ELURND05o97fRmZ@cCYGh)WMgjpt@|L7<BRuU0mCD*j
z#oz6=skGuor&lqQwx5uhwEg?zxRG>95}Qb;JeO6L+Fg~VdCBV}C6D#S>dR&p{*)AL
z7_B%OvuHKLtLki1!nUq|XGy%=)NmDwmrAF9_5Sl(56HV=pIY-~+J>%=O7@bn%j_eF
zHhz6cw2dQ;Vr#!?wxX#-ve)ZR)H6!&yQy_(hL$*bwpQ%3X$1KQQ1x?m^cU3R#({tk
z6N$JB`RvU<1+1!fD+nSE|EFp_06rQsC53zGhEa;5WwluZF-ci<Zcn+!;5%1je)ByU
zBF_vGS(|W;(r!&^w@8_ccC#$_h*8e^D^sA6b@sx0<2FLHclgk%u4}?xo6d78YKyXT
z;<)TmD!EIO;-N`p+h<HVPcG;eD8C0uPjb;Ungx`#f(XXVHqOp?p>=vKQxkH=ZhG+j
zrY|@@<6t_)g+k}0UUx3=tN~Q)`UJkKHcH_4f!nBFl!G{q%s8!T=k%(A?Ys{dfW2ND
z%=a06nnK>I_bZfL?8OdeHiY%jbwL~+0Bk?3x8f&dtg|Fh{NW`R3b>r=auXmn5=Dfw
zcXqsaqlLvSA=Et;On(=oE%5z=_i?GF-jLAvvCdGD47Z=Vpr<tDQAMQ9_sA-W>z;px
zA9jvs3`McAqmufEGd+R92_+63uS!?YWN>M<lweIH14OPwQsE(^F_}x}v5omCfB#<!
zp)u{F9E1Bf!86|FQGX`L_{E;FUAMb8kuA<Wwg<twO&*5Q6P7WY+C^|gD}~*%??(1u
zylr>g2lcSNO+H8F>I=~F2**uruw%t>Qu63b{ewZA1}WQ`emiHXh4R`~dh3F#_G?rJ
z4q2uI(3Op-qOD+hFh$CCCC8;!IHggEQ*9oNcB{=J(T=rwB+9imkAj_R^9XnsOYXIK
zMB-qZN26VA^GG5m+dQg-n{5Uu?IT&aWE^b=5wfdo77<Ma+EbW;4wMiv-=sXlu6O;5
z+0AG%%NYM`XGw(&SnP--Zw}CypGh2}hMf;;E#TU#>5pTKw3Vzc$=?@EW06C;+G5A%
zK0npYTZMwyQ$_YsVi9x<x%AW5Y`Y>n?zJiW7}@)1f|FE2drw@s^D$&~R-%ua3q>-F
z`t1W-z&yjJT#(u;hvQ;}WIHUUevj>M3@cld_2`7SI&9(T%{vL12o5^Yt3$^F%jTK@
zqh33toM{o-t{(+YD@fbX@N0U4bYL6ql}8`?Q4l#hRNH65^swXca}}^H<}5T?yfuM5
zA^(J@$;~!eqhHjTUq(Qu5NV5ZOJ-U{ZW&~pUL@~^DCf)VPLpG+!9WxFrmM@<*=kLE
zww*W>3gsu0bt`t+>pTgeM{W|vH*{IkrP}hs-1JP<muW3kcCsPfh1AKdh)@lXS;&SE
zO-M67Me=OH^W@DJGe<h<odi~NZMin*&2CE=yZlsBBVpEOF|8;Bl4cMTOdqyyLK-P=
z5T9YtT!t-c7+wP)Y=$jr0GkvLn>f<Wu;mP7lme(DCm891BvNfgPYvdj(!TnVErKZ;
zwqnEZ8XCoC*g}V97{~izKqhn48nIc2V3pFzap0z5>o<^5N*~MVaKvg2=9D5#9LVVq
zwTd&!gI*eLRm|oP?>=*GwUM8Ot;Z0ohJ>RUw#1>?sm_<z+hYPx)+6pQmntu~zV{!!
z7{`#!W5{MTEQ>%6)Sjec$mTI*GlHd#A)5h^JhTe{P?ryG@IQuZrbTEB*-Yr{68%Rl
z%gz|G84WRpY}TV8`$N<mW5{N-k%g}DnPI}nHr@hFEK>IzBc-O`-O~f<nK5Lu<D{IC
z<0t<Vg191SkbZ4|qAGqSO;vOp!AU<w*%RF+)0n{D(7Kr+54G`{r5@a~PyI?H{?`mw
z>)DU;tH?8kY(_5(0H8WFu+PZ&Q8F@QHB11Pjv<?AB94JeWtcq1Pl3gXA;gU#n^o8f
z2I3k+Hiz5}$FN0{w~Ty_A)D1y9fQ>yuZ-l{Wf>8uq%Q(k{TQ+t0quBIu)8~26_mYh
zHo=g{iC-wN`Y~j)Jyt#!-(|Z#;5;#gY(ARal=Wi_*^Ks#ZOA_}^_*<~2aNE@HgG7M
z@j=V`7_vEk!pKC3JQoD0w=ZAc_NtHKF+C8OEv52dOO6fBF=X=?vUy=?YNqCUmFanZ
zetNFDyuIvuOS3iKU)o-%)%@Dx^z7{X+~Tq~<1Z{#m*%``Wno*4lrK;F-tx9LJ5!mT
zS*T7|D$CQ}HW+PJXBX!D%DlhqFIBb|7N?PaZgF~Pai+H5&n(oYyfI|+7_ynyvZH`o
zJ_;UVVB`^ik@Z{X32Za{${a&Bx59^IfY6n_-UnmI<}qY*r>mU)$B@l!Ac1y)?iF%y
zVz&lFL7%}bEKFYO>lm_`O~V9%C>>vU4B0$_y{5Q_$6(73Zo!$#ZVcHxhHO^Q9b?Gm
zF=VsgJTX#`hL5q}rEVs`wgC?{hHM@~HoNL?4B6Z%k0G0REZ88`g6n)`4B2cqivTib
zH;Yi@fhJ3g7KIh0=Am7R0ty{NHtQt{9~L&P!ez?9fHOG&8|eG((Epx7KpR6ga{vLi
zw5GwM$B@nSFa(HaiDH3xCO$zwG+CF-Z0Qhoh2z1cK#h+fn;B%%Og;J{sET9A<~Y*x
z7_xZ`*_?+mJ%(&9>CjeH3M7G*#H_yqP$2>7JBDl?LpI|@or8Ez@9|+FOf$9u0u)TF
z`cY2Dkj;K<AAlcY$mV>wT2b&13sF0UZ0?lf?zPf_X&}@B%9TemhHOq>%*K$-Y;N*n
z4%wUlIXobytZ+FzWV7KE;Vz5S?Bj!MP7&gOkj*xyql0X=xgHH<v*CDzkj-(PhlgxV
z@H;eQbAlfNy&M5#b3W6<POm2)vRSO&Ct|Sqk)v$<xt`iFx1!O&oi%g;VLKnk|HdKL
zan5yG)h2+QX92A|<!#T*d$VHs>?nT>1qhA8MQCK|QnZli@_c!gGR@D-PEE`DlSD#{
zawWhsXBU>{W~=i{l2NKR43Kl4)WR=MNTC@Zl8|M5ip1Ff&N*`Ch?gOiv}6vpvletP
zg{hG+&4A+8bV7BGZ)k8eV?}K>tcEW&myO}4zKAzRhJXd>1QGG%#*NkWTbt{e&BODR
z_uRVymO*#J4|glO2yL`i-*;!Grj|+wGCWgUL6Bd6-~EsxBkuYS>IkGbGc_}X#F?23
zl)4vE@@}uX@9hN-Vu`IP0xN=X!$+v^)?N@L>f-;p4y)#F)VDhb^XP}rg(4>ACA_%R
z@5{ShxaT(-<)E|kL7Fg^JQncso(Nd3e9>Vwb)Ofp<N)xA{)+f=TE3nDnkN4dtfnD2
zO$(d;duyN#s8H(9^8+(X;;y9Ui$fJH)dd-H?+naL7D^~dG9<?`3-SDV4dK}9K4OKc
z2_|LjZbF-bpz`}ZBDDt({Z6gda1mdR;v2ib#>aR<%(PuZeD^v&1z@Wd5n<dzAlS;@
zHiAF9hzKcBzuI_)FxzgeN71zL(W+3$Ys3ld?w562yhM}y0!Mu&NqQB&8PbVTh2kRw
z0H?@LfrNx8%py&a&6i=Odi37Yh5X1rq#6gpd;5_~e?S3b`V5b`c8UY=Adawd@8qe7
ze+tgCmI%_8)}ztB7Gz+GfX^U2Uu(y21UuzsRr5N1cYS5;=6dwNlyOY5o!eD|zih3z
zn(742;EPE~b213`!lZnYPqQjKt)E=3`Lnar^HVbmQ)5T8+S1fwWdSa7%QLcLyu9r%
z&d<-!)@Cb<+un3_+n-rps(MS)wdv~g_SAd@F+-NC)g`|=voO6-S>CQzYt!>H^A&HY
zGBxYZ$p-Q=(*3!G+U)ki?6l|k({r=4+e^!{@XK3xjE-o@wOz+FF$<#mcYg2W?1z8<
zKUsZ!^5pNm^Ot||y?^At{lmAP`@O&4{Hbr;e)G!T_<0#f>7Pg82lk}!cmjQ^bfb?Y
z8^KdfFPl$)_ZHkt>|no2OOHUmv_+XHevGKp*e)0f9nojP+Dcq>XE|KC3O0*<%MSKD
z2nXA1S3N{8M_^gkto?4S-tga=C~nj%h~OL*d}VVDO!U*zRS;2$`cyDcT<LXpgN_j*
z?QC$V)3{s-{c>;YU{*#bXE@ib2JQV(9L%Dd1~k3-%ROmjX30E$W#q^{lT8$_2Ti|?
z{jYTYz>WJv@k(!}bl0b#$B*5+OdkU#ifevY>D1xUh1nC;dgNn4l=Wce12WYl#6`ba
z`lR07Wl<21*?pfPAR`zt#}+paW|9x)%5!mwh4Os-!BUc9dMf?|5uf8+5oNi&WHVVV
z&y^SA4;IR7QKAJ~hSv<ovt9MJy+$cols<TW8eyEN!|RP|Y0CsISItayUw_o?c%{vt
z*QxltutbrY&8mbAs5G<Lky2iD{^y9!1A^O9_Vq{Y0Oz>UO&!ZvSRyhm&SqsbFv>U8
z8Bkf!UJpgGHL@Csa)cd3;-#ON#(T>uQ0QEFh8xPvSNd{+L-<lGVjT-q(PHgJ=;?`~
zHdN_gf`oP8tM9wJzQ-*PnHb>gOT{;W3cDj-bO+A5EQcQRD$ys#FUqadXbNw<Pcy^e
zjdlT(%E`K&Itp$_azk~rf{YddG`*2ft(2RpTO)<-%;cQ7tr{(OXFAuk8>@{Yke2yc
zw^m2TGrGC@=qTm1Z?8Tx#z!$;pZr@abEc&$BK60*qtWiBj1q|yN6!$?NDuR(D3~bx
zCq)pQ@uz3yU@T=0b77RrNEl{(N;%orJgMBJ7SBJZLi$BqmDRSF7iRrM39*@(VB`=M
z#~%cBD7p&HDO}&lpCmrVTY`^40hgN4tNB9U3@ji!tKuO=9JkoYGt*1)M7gesi#+I-
z=3R5ZaL=#4XD(;v-Sz52uTynb%I=3vze_rF`g=R^*uCWMQS#*-*d8|c%%TXLXA_kA
z@hRHRd)p0Zt26ZcH2%|leHs@FT7P#M0Vi~&PUEscUpJga_4U_N&Kc>IQ{bR!Pl1E(
zt5bMpXbp!`;2@3VIB&87a&i)TrQO~()nHOpX;O8)mRo&%HJ3Q&qQV9Hi&=%}I|?c3
z!ip<*SIbM-yzSI0UZb(^_FDDUuD4ysDZs^{++$l(ooRcNJQw(?f=>7K7H%@s`JOH@
zAmszU1*7Lq(+zinUZd)^g0Aa7s)t=s1wTuJzW;WD24&v>9W=_3!{m|L|A;?Dp4|I~
zAF+(4co8-RJ!w)8_(hnS%LqN0Fp+q&8n!}c9*p|MTrY^i{zMsXow{aIq-g>7sGwuk
ziZV`txcMsYHyfJhO!+~*S+4ZLZqU?^URb@pa_idq#_en6rq|i41`p+)>{&S%#vdE8
z$M+Ru;Jn9pUlD&%o0ZVr{Lgy7_IDTmZsp&9`FsEH*y^u6_22!oZ<c;#?H~VFfAf>S
z^n=x}gmw%jGjyXbPs$a;QOGgA3>e`uKo5Z@u+8*~;^ayzeoa9etRihccA&n}is8iW
zqWB<wb-~;DVk3U>K=%&dLrO(M4!;jlDhg?dt}IZ5zKke(@w<q`UbRS$G+q4ftLutH
za>}N+7-CafCtD6x5834wcjJ2R-2G#58yas?=xL32F0tNh7Ax@!f+4r_#c;nBw8Og6
zth??g+s9(nQi?-SIZEDxZ9UO2q!~7fO{Ewvl5-wZwGT-n4mqG^e*gU?QZhs5Y5iT0
z6llFOQlKEuNP#XrBL({K)RaXGyYg&C67=jDDGQl-pdHT0lO^0Dl=XAPqR(1$tth4m
z5MBf$-ed8nY_I4?w6mgL(WVN&`u9_KnAl1cGxX7*RK1419KJ`I=t1Y9VzJinc3e9C
zA|EtTJ+E=m-Rkt{r*_8FC__a|ax&@Lk5Wnvn5p#mx=A0UmY0y4bgF}b9#4I(@^5OD
zKOSjqzjd@P;;9;iRln`Gs+c(204E{U{H#*UW3d4ZsZ9t1Fld3I^a&1b^t4`csXFJW
zI`1+6O1o{*t!=JcUDt$fk<Hn8@cH2V#qzSEP7%BmG^)%gDZaX>AkjHFE;K))22|)2
zsHj>fbro<eq$yyjgR>@V--JRELcdwx=>)xYsIDcJa4n?sbbUyU<-DZLd_XV*OXaEZ
z6tka!B8lqA%^{Uk^>f_-H_V+9Ml5cWRpYJs9h^q#eLy!tB#SO4(R3Tw?cZCuwthb)
zL$Wjyd9gf`UFc@lYgN4lZ1<QOAR2U`aPQ3$QG?aE^|1AB*WGL3z(Hqgej$<R;80>~
zCYm<hY33rR_yxOtSsq%woT12j|G*5ayOu*RIg%@uBPoC7;4P7Up|XA`hKYNWKXh<r
zY1b#Khh%5nnjD%{bXhX|Wl?f8Pnx?N`;O$O`5j`MeXedqL@#xK8xhGm%*94@<c@t4
z7HM}D1yXVsp+>`}&>f$F)n$wW!l7!VwR5`kDR#B+hnS<B^k<$-3xkQ$r+SYArwZdi
zbjCbg)@GW8mkkfIClVeuwNRb0xC&joETKH9WHb^*GA1bIgpZ+^b3T=4r%IpdTa-`a
z5sJf(FYE$Axx2gXd@RqOE`7R5*DX8p;HA>1D~(3*aHY9j-{}RtkhTnA!KA-Z`t(+i
zLgD<|!T}U34Jf{W#)MtRhPNN|x_9CCQ7{y*DIO^_&Yu=8Kas&@3-Q%prGbr&*C-h3
zcQQHJ^v>(T9WAud=>!kMf_YSA7W~lhgziPq^}2!D56R}KV3J?vJbeVt%aZ?W>C-FN
zKi~1XRN1g#5}u=+c9K((JV?4yZ($R@f%}P$*9Z$H=>^UeOLV?2`7jbzSK9TfS8o)|
zGmOStfqv?|D3m8adFM{S{65K4ckVd<hEU+i>b=bm!-9DN?%+hvoJ&H5eq6=w90wkp
z@2jf~FAQ(`uuQCm1w-=&=S!z@z9pQVw>Wh_#9c~QFlpyv98{|F(~=W4q>Zi0W1eET
z-wMog=eAIz0qH3nq#$`0o8+)y64BWzlb!4si+aeRt)4aw)L6l!V%{LLU-Np6Zj|mc
zq-6A}8bvFueQv3ON#b6OCpt@#4??LVd;4B6$vgu437k#IZ_2%jQx0wY3ns}bR}!6%
zB;T`A?p1QH2|5Lng1(}f(vd=^Im>;y^d`JuQmkA$&1p)mXQZr+daYY9k1=_qAWCrV
z3O)A(m5<3yYAUXlN!2}(NO!(3xur#MBH6^yh0Y8fZ3UAYwP=jM`8mmtvBkAV^2c?r
zV4kDJw74q8nUox_BL{Hoc|}Eecl}Dxsa~!74GeQb^d-)oLFRl@c%dEFf|XYFMh#Hp
zt@TFe7fc$@ltilYhb1SiE6^J3t#o#JO?YU91(T%Kl~|&4O!8qZSPLL?!93x$fS)-X
zp~9-ahA2&Z2O6uOq2N_NmB#s#!UZyNyKIs-B1T<UFi9+9Jkj}%<ijek-fVaGSD{EK
zn5Vo7nCH$pp++hEl%~|0U%?7%lDL$3qVq>3AKKSS!T>`@7fdRTyS{X1LULmzT&L?_
zG=1G`eAM&sS)=yCyR2ZS-lSoWN$1=WZd8Xy)ZX>()u4kHa=|32I>Zv4n&iXimwaUE
z9>SRpqu(U+=<g?R79>9iU_uJDjbGKP9lhJbf+2WSRiK~5`E}s|0fmQo$C*T4g_Ft7
z^H$!g@FlHdB{M6yN#wlAWakCRi~f_u8+dJbEvmXn<^JnScV3g+n8j#mA8S7^d+4<r
zc!P9mXuyIY;#r(U=A0H@Xe43cH53%3--6#{STH0g?pBaa<je{mtek}Vytxk@`y+N<
z<gG2QoKb=^BlMWdj1yfjPk1i#Gv~Tcp^vc-)wQ_MBrW<K7|#|A0rznliSrfVfrj99
z9$uN>_p7)3hxAgFb+cf|zD%{uCUo2selRLd@-t*He*J{bbHWev2Q}mQbH_t$k+5Kr
zc>cr_oi9l~tiL9y<2QO$zhKgM{Y|7gzbrX1zL18t#MEzK=KIw<LD(&rblzE~P&gk5
z2MlkdcYL-qq1PX8%}p}T-F^b+DalU~v?>AAgII&28DP?t1pO4wzHmUtQ=wPAX1%c=
z8@Gmp$89>1^OM2{160b#W+^O~1a!--z)o_$CwcIGU1_T~4C=lX6if>5En;cTdy)&C
z$<wscgDM$|25pZ`BCi*H$-9!5`F_)T;BB(!0<t<UNg4#DJ!iDlE0`o6Kk-CoL-Jw9
zZeS-+_4rj~9`lTi5}aQVddRSW<qmdBxBMOTt}tml-V&+KHzX%|djkf(I6+WvV2KD?
z`xxdXoqIcl!ub=z0q@TZ?Ciac8ffM@?{usb=LeDlDI0jjZBe|&J8(TJm=tcySeo-y
z$%VJ~O%JwNI418F%u{}Qo9E7|P@`V#G_V@bT)-xXwcG`h&h<*6aP9~P^c~WJ4H)w`
zaMZ#s%p`H&#S@)Vk`HxQgSvmSw;lGd+o1QhN#njqq&g=hC-y$Xv>9~TyY;Yn7uRi_
zI(w}b3=N-@GN_!Vg%fIb6Gx0XFIv<ue3-zC!%*-(E0xCiP`F?eGQ}s}{*79}Jmygt
zB{;t*^fXbhX@t!8@aFG?*ubJllgukmKY?>Y^3$}w)98gCnv<|e;ueo5I&a$fuuD;!
zWgbu_N#%<rI(x}{pWw1{6~>og!6ZfbOro<b`6!X6859?C`ZkHYS|pR5U$F9C_a9wt
z1YXzVHHn-zne1#yUS2fOvK4q45}Nf5e8(%DhnOMay~V8{oy_rt7xz`80R@6RJWR6g
zt0aL_mHagCdQI$$>rGNVnCCp}t&~Xd29~#R4r_SrHp?zsD@R!Jej$y-c_bugc_s)v
z>?}9DZ68IOL~gxgvU6YZVqRK_SbxHTN#l8$NOh(qCsLy{oCYC&STLzrX>J95>CXF-
z8>9M;a>rM%?XX~yc$CExoo~nTVO?(c4QQdf{jgw?bUr)LIU)IwNYkG3(Mn1SV8JAE
z8zqyS?@C^*8%U&+2fqy>4ThoMbt9F=`Lb}q7|=8LT92odN#XT9mgYPwxzNfw#d=+u
zRBq+Ibf+%4!C6w}9cI$FcN3}3Pf1R^SMCIjeWe>RPx-xKo;%M7HMJ0^)f!!)#>L$w
z9g_`(YN0e5=a(!la<qd=O!QvhVknqPDvfhlxKK}Hb6BfCy4}VboKM0gQT22p*;$di
zs2{k8^^bZ1%sL9@InQ4!#rZemIn<sM`zrHXa!86(lpJ_}-1S;}GiqaC9`pMnN^s63
z=x-@{^Vra<1m~vEqyBgOZM>REwWCirCXwr(Om==%@?tzib5^M$)`D)qr1SnDg~ItY
z;eh2TnSPI*w+n`Z7wmK*r!0J^l~~uqZ!Ys#)!HODC85ViSM=u1R4{2g(i5r9amk53
zM_LcQ>AW*G&$$P!6zAWO97wtAH@ru**pi06U{ZJ{$I_g6$%Pe9r_fXZ<AO=zl`Ed;
z{9BR_ZGP8B3;~>7Xb40qC_}-sB9+GZS>ZzM6Eysl7EI~+-53^3nrfeTs&iIyVoYqp
zyi1k-F)*xXT!jUb&SN5l!ugtTz@Y25XegLueyjEqIDbU)V=N%KbA#_w3g$77g($&k
z2|ZdGkGu8Cod5=O*m4z261Q|b(P>LQ+-%T$tkNx*M|`uP9y)>0u{=aaO0a@?tmTme
z=T)Ic+i&^GC`I396-*kpeInI)C^^x#i8Q@384B+ER2t`x2^UN_R9Rb;#1B^mL&Q6z
zEHY<Gc%eLKj;s0>Nlhxf$QT;ljb~6fSA-L44w_b23p!2nN;awdX6s9Lu1RjpK|U#M
zLf47IL|8B>JO^WG&c7?U(EU7zwsD5=bVifNYhyCm36pu{98HCq#3-+o?EH-6#V{hq
zJYLL045M3tJa)Q5i^ufvMvML}n8!T2q6Ft1p+^EeX1xMw!At@j9GJf(ITs`kwI1?B
zFG!Q3TF*{%UXfgwsFX_|hegv677PLJRnthEMd5*xb^H(RqOf36xa3%x^YfAmYqU<;
z?BN`4o`c)1z)FcQ*&r(&w<>jh4MwsSgeA+GM&k5@1Y_MI*z93DAty#d!(%;z%6V5f
zajol>peiq9lcH;Fr8$2}a$$ztYheQc^HLf)U9^2zFsVF4`qG{Ak{e@PQlWjJUI_~(
zk;iK?+4<usd9}JQESSVtUP*S=BrnF}$94aq-dTnPlfdKAPGWtl<J{4oXRid<brDn@
z<HYEvCzi_qa4;lfg6oofA1xdD>A6Qs3-=f1N;pF`{8H8HJgkee%?qn8eCgV-I_=OG
zn90D8lK+nFR4V%Ga~2U9NDA=YRH=m54j^dWPbmPgHa_aL2yL$f8g(nA`MqTEYt&nN
zY;`G2xAK|7TC;JX)C%rn|JrNc2d+fD6`F@|hHTxh%3aZY*i0!9NnP+8R>5Jf%_iI~
zn3dXf@m_lB)@@Dv;_5fPk=;1o_=YBXAx365&zre5(b>=7wmiG#PgAPR^QqFh&Uk9g
zhatLa-~}VW&p><buI<B&zb-v^>|5)bI^Q#tdZ!bRrLpvNl=t~-jQ|$<u0CG6Ygcr(
z4{T#Dn7#JellXUXnarrCC(+RKvt<3m<qsh#!d0_XD@#G=^!we-t@ZOZm0kPmrFFN|
z!?IO#OL#%aTNd4qKCHJMK=)lO!DP1^?7=~jpTZrJmKF5_o0pxA*WQ(}_S|*c@xr|l
zvkK}y{HrT#HP`D*qU=r3PvErU!{LCAP5s0Z*Ku+hVfH<@vGMUux6!C1M*tpa?k{SR
z2h9>dY2s7#M1>5fHKF1KqvizBF+9>FXPB3oviecp(y#%f5-2U;(JE>=oylsRr=jEp
zo{CPG9C487Y%ksPv5L6C_II&aNmlaAWH0QH9q44kjG{QbJwl!;i7fBLiOh6|auJ7b
z*o3pGeSeK!zs+K}A+7_uU8=v%nlf8n!aO3G-D`E#?D!x@bpAWPP+eSHu1wXu?b)fy
z?DE{=yyw^Er-0TswJ_&b7Zxl25|H~AHT^kZhBrfH7ofQheDR+w2o~UrDKwInOEjYk
zDTwLWv%=|K3qs!zp`VRrF|Y)T$(xbwWA*NFaj~H}9$Pl%Y|jW!@*vX5lQ1Q4v8Z(F
zu=m0jFWd<p8qaCcgw*k}!VcBl+{gX3yt0gV@t57xYJt(bpTE1cNqzx5YOn-VAL@i?
zJv&7t51|IrDfb=#B&|dL->>reX};ZWM^Eop_hB3k8vP8v6gB^gr|Ofa@O@uireD)%
z%#fVG=@Jf0OV}ly8eYj7SoX%6h+@s66F67wNQ)Juub#t>ie6Ff738J-x(-&xGeWX?
zQ+5ef>N!b;i1aeRx)}8Hctxn%TK|V2Sxs+G#Ig9jE|eV~tq#fXZrAP@{cOJ>#9cs2
z!zX^n#oofj?I0w<4`~m3@>)fm+u~ES+kzPto9Sca?JwiyE#7{hJJ>dg5q)7kpb1~f
zTeY9nS%=>$oxRuUz@7(#v{T2fMi&wdwc<T2Dp(HbDo_1IX>U+ky@kRmzI(IYy7mbw
z6*PGF(ntKPBF=d!Jr9b|G~u3ahPTy%6HJ4Fh}oSs=89f&$M=*cYv(DX*&TEIdoX0t
za-Kz6X!cGUebS$^(*ajN%WNOfvz1N|@=A~CkKxcq@S2`E_h~7)Pi>WWtv%mIpm{ul
z{cjyB&8>T`d0|8y@j6nC^tAKEDHpR98)E5Ds|jDUiK!k9^u8{}B74myqZ=0Z<EUxT
zSFMR4r79=*p{6~HBR`h1L~SWP0iJ4_GwKx%IP1!;epFn+_fL77ub;f3iFUDVDA(!A
z$3?h2(gr+`{;=xsC5xJx4i~xv-vs#VXx)ig@g<9z7FgQEr){2|wdf$eEbdmhZ(9^0
z?mkIAyq(<#b<Yj=o7;gIcUGp;I#VEH^3?6kHTzWavL=wpO(@{eD9hRNNJf}4S6vt>
zyI4)?o~-Xt13ae-V7d@iD7w)L0=7HRLw_Z=VwXnT9!-|ZyzyaPx`bzGsA3P37$8L^
ztl?74h$81rvF<*GSG#6HUy-bB-1WochvYwgXJzZU{&DP=?JCfAxZZ0{l1O2%QzIEJ
z#t6vUx9=$m$LWD-jbR1)eDdbX*2c<}`*+EZ-Yes<s%Wr(oh1L<ZG;k-q#w{lYo<9#
zSp7QTWWx_8*Wl@ei_>a2>3yHvaPO-F@O`gYU6{L1#}_!i#l&t0ez&vVCwF__Z#|f7
zH+nl*dnWl;=|R2Ig~<&iguC@-80W(ovYvAT#A=XizE=HFsjW_GN*FwteBgB^=~E|!
zlltYSC}^)t?wh)S)ShZ`wX@%bL9!oCqQPZ9eKGpN1yk0Lzo~zzpiZwfiB*z1qv4k^
zJ9`}h!mlWPRist@N9B-rZj;+kPmtbFm0(G6NKP!%A$f2G_@D>d{%Bl%Iz6p^;Jr=0
zsnk9VKWZ3xyybs7i3T+7q$(%=K;4$#z4(VG%hiCsP0|t{9|#p}Qvy{`G%m}gg(hR8
zMm@%Ii6I7q_ZA}0%uK>9!7u4OldO7<%+S~DIcH`U9mw^ZmL=e;HeuTAwerN6vX>-P
zz#=#a{-ySwyu0P+cwHH<D_BW*s+jpQUROSk>q@>lN3RC71ZcgVUTtJqnzdIOwJhOZ
kQ5o9VX(frB?7>O6m@ns2!c(Z*ie1n9KcsBQmP-Bq1HL)ZX8-^I

diff --git a/dist-newstyle/cache/improved-plan b/dist-newstyle/cache/improved-plan
deleted file mode 100644
index 2c28ee028e4c6674ad4171887115583c3132ffbb..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 3073974
zcmeFaeT*bYb|2Qg^IfyO-ygSoU%7K1v$O2V`mU}X?ykD0r)Q^c=c8}BclXG>(=e+t
ztGjOM>oTimruTG`EX#%jh=QoI4O=!W!Xjl60%%KwXv3f(Lxd#Tl1M;?Wr(!(hYkKA
zi!dn5hDphg{d*DdA|tah>!YV<r}wTJyHlAFFJ8QO@#1BCy!Ya7{lRa4|6KNO{Oo^n
z_aFX+?|k#Ae|JItJ#%7FJzdOw5O{u&YkR$%-EitoI~NRkzL(qEZ)8{PLf$T9i(YZ{
z<l=At)7(!qUi<}JvY6}j2f6)T$E*9^gWQc)-FN(h+;vXq1-XvX$o22-HG17<YcE%*
z5EASA&;FAyY9ue@hJl}Jx9TArfPU>)|F^f_SkOS9lR&)&h>L^%#s`1(|EqW>o>I;E
zVw9+0-$7F}38ys5&qv|nSpTW@gFD~)ubyJ8>!VESJB@qJo)_fy<%7NN1oyml+wS>$
zxqKnp>bl-Td(i55!NBSCpF+z^fByC0A6@<9fA6P%>-Ro9qjA4;SlkV#vF{1I|6b|4
zzgeum_Ah_<OaJMwEpo@+F!7=@hkfeOoa|D;#;}JaS5-r(w`@138VH#{HH(YC{TI96
z`1`;0;Ucr-wNdo-R+p+E*!J)K>rehbcgj~y*hbIwTEkB60XP&4{bo)TJEg%RsHI3U
zjIKUsq8w?R0?(r3l?+Rw{-0kj=~_xtV+i?lN=X_2Ft5+qxwqut;hgyIBK|myo=5*E
zH-tI6sOvhFb9;^4;<LJVcJUeGd5NFT=cLT-4?68QdWKQIOv;N1!mB_|?GFb1%M8fn
z#}r_Y#T-BJuWr?8m9p0KN~J<2U##Y<wS2MZIgLWas}#!aYJJsnYNe*<)#}w|(`&92
zN~KD9Wz{Kq)tXx?J8q*|&oiEa=d9M9Qn67fR^39Qv08BIKvZ{2)w0*9c&lEmQLnBP
zP`<oUsI3&6Rj*iW<{fWkrR0{2j3@6@8Y>=P8g8Lps5JA1W~EsvIHi)~y3UGMtyJob
zd^2CqR|}Q8<J7$3N}*Y9fVP5HEVzuPQb5sap}v~0<_m>-rP!!e(SVg|z2JDO_+81n
zPIa|ZEEWnSr&z8!`PF7EztX6JvejaN@zlMQN~Kb2mKrN{r{LD1e`~H&D>MtBFJEb_
zx}{aut$A*-TBtTw>#o}@REm{`Q)}c)Ub)72knfeN%~HKuDmac;D3?n08t7Pcs*P%`
z?v@KHUcCa&mGiY`zFIE1jYfWDrLxlW8eXNy{Lxwy0veZy1xnz=XMbM2@N1YM2;yY^
z6^V)egyPHD2^Dh||AvK_NTVY0s35q&$;I>hxR_mhk)Kc6?cN^0JQc#o^pmkhG2r;$
zkT!;!wm}3RmQH$Nj48j&jD@EMUN`9ZS--WnKcH4Th5r|MOeW_po&)1f=>8SNsCv%a
z*xJ~<wX>O0?O~I1>%&2>;|x64`q1-R%~r!1w0d2u*R*y8{nmTF)8Du5cn|#6zzbA8
zcVy-rYMa#xET?NZ5>cyR4SKz{HQ09sRs-pE&l(0mKj>NasfL40B4Rt<0z;bOS(Dxu
zN05z_(AZy6S?7%wsiZF%N%mHE;Q3vrZEs+<X0JbNF)J>nL)~a~J;!f-B3P=BDz*yF
z#gIxw3hu3Rv@*w*KcGvM`1<4$2Yru~=NLMKARH*H$<4dEbHl#U8+P5TZqxI<Zo^aH
z7ZQme@Qq&AZINs#$S<Tq0$Ra*F%@R>zSEuz^sw(Mps%E2+H$?_0D|vL2Hkdir{h5m
zxbM@k-tpQ_-D}@;`ig*LVIs!t>^psC-<MO#+&SnDoQDcoI#{IdlEFS0wA%Kj@AtUD
z$)X^@wta6fU{O$&lP=T4N2fj62d3vl;5QT{ob<xBGuRLA4um$ltF&>HTCKCA$)Elk
ze<06fKk^<9d`D4mHv3Vd*XcVv(x1+L)DluVXlaf7d8Bm-stp0n`d*{wyV+sibwZ{6
zO7^2pD+pTMy{z}J-}49Ab}JaLEE~DB$jo+n?y#-V8@a8{NZIGIAN3u7&~n;Y45YSe
z;2d^I`)3DGJz2DXlqlyull`dM%RWT1D5@I!Wsy4UQWN&NEh_xL@w-HIv+eA0;YaNp
zX7$Os6L@E^%sRCoru-)s7Wf-2t6(`=IOBR=Kk&W>Se+(7^xN4zAM~P)gl}=-Y03q@
z#Ra`+Ktc$OCG5UaZ+qzoPjm+D^xPNF#ZbO(7E8#1gKv!=qysPY#Zd11E&7n9!<`7~
z_tSHq8+ec~$W&IXztcfa4j{tm*)I*dvyd+sjeq9d#+(qpT9}S`w?&A?%jZ<Wd7pGl
z*7fQ`UIQc~ow*6=w)cZ@?8Nasp?7A#q&a6cgR>6v`8l)TFBBGng}sGm7M|B4|7o`o
znoInh%MSK^&vEtC@od%~1lWvZRs3A`L2IzjiSJ}@9TBBMe*)KBMGJ<qL@gZISdT11
z(^d83(d6^qjSQ0?vEE&hiv3~R$zo4WwKOsD*eiEQbq-C*g-zk^nydGS6wmT9R{#-i
zu|&<)yRk+R9MYVbudfW&JkgK$i=le2`#qczIRS4@jLACos$SAARDHZzEQE7~AJJN~
zyv!ATgj+08bA@kcwYkDiWyTX#_|Jw4ztM()jgsV)<YTYsCEY^No6X@NIal%#O*PBQ
zT**hc#S%4F@~L`lKC3ra^F)>W^M;bA^G2VKrBgGGy`q<tOGO`P5)aI|s*mWaSzhL<
zKEf@QsJW^)^qJt0=FD8x8?1Svs{T1s)pud^r$jj|{n#sdNw`w<MuS-P=6XJ&tY&$c
z>-h+`Sfb{7-cV+OLz**lJ#Vn)iR$@hB6|M566EC6W3S^S*{tKaF)Vd+4Ifccv%JhT
ze1uypQF9G%s4>AI&6&A|H(2vTHM}uncU$*iwXH-sE&bSQd1EFYX%NfaT+c_8)hsV_
zJs;r~OVnJ?8_G;@NONYc=MC08Q9W-MPr5zcu1QQh_8Q)>s0^FJA~#p>5gj$l%Ur!j
zxWy7RSMP=no2&O!W;{{#ZXB_?2SK}~J*rbPj=h>U&R(NU;(<9=^$~qF%gbEVN4Uij
zHCOei+HF3QH(2vTRlQ*$?;Z^Mrm`QCb?nu>VLTsi77x$4!jEXJSzhJ}Kf*1RsJX&7
zw3^_M=FD8-8?1Sv3jd|>5O&W)m=34i`h-m@$K@S+l`n}G2eKm#V>z7b{D|V3<z=q(
zBiv$%n(KT+vCVaUDl?v_&NobKTD^gz1UWhN*z0-2@WyBikH@)&kEp3xUgjD;!Y!7l
zxrR?wYV%pW!I~$k;f;-XL@-9++_sYC)Qn@V=ZzivXp?wg&Q*OxU(NC|SM?EYu|&;P
zy`j$phcsvAs@`DD6IJzwnN3FrVNOgu_A1`6y$PGbA~#p>5gj$l%Ur!jxWy7RSMP=n
zo2&O!W*i&!KIB=vsor(sXG*<ms(CQZ)q6xo&GIr=?-6dXM9tNEsz#g7-VN3q7xmsv
zvYZbSKTGO8q?!lgT)jth)GRM^^&a6COVnJw8#+vINONYc-VN3q7xmtE*!$I(y@!dP
zCG{Rs%_28f?-3m}%gbE7N4UijHCOM34x6j@RAxL;^=`y5z+GoU?H84ne(aUJ5#J!v
zARd)-Js(k4v%Jjpe1uypQFA??s@mq$c!M=hRL>h$Grqh$SIKf}#<AD*hB-~NNjxy;
zsy?ExW_g*b`UtmJqUNgJ&}V`}nlp1%Z?NY0sQUZ3wwRrvBC6iZ_-v_qlX4cnxvG!o
zt65&=sy@OkmZ-U^H}u(D)u%G!iK=>ImnQJqUV{UdrKKNxMQ`lhL>k1Sa<1ni%4(LE
zxt@=3izRBV=TlYNd`fSy=85Wg<03#ao=r;fvDfm({eWh3cu3Bbd_+^t@-kQQ5pJ<W
z&6T{N$pnWqXXZ-YV9gU%@`h1OFsv&%PE0)Z3SLqzBG-gXVUe4w_lS;~<z=qkBiv$%
znyYt1hY1d8&dk-j!I~$k-nmOo27Rw#i1AYkoI{DM+RZcr_=!C-JtqfVz`IN*6*aGH
z^nB00(dv4R-}=NEw0hm$5b9ZxyX$p>o^K?drRNU@t+qmPn6JW<;>HP8@wx0^-}fBX
zW4qY1S$`1p`h!3LJePgY8til8JK0-DMDg<q&#CJlbX$X`78agbIAfsZ&RWQPbJ%L!
z+t~LS_W-1m1*m>IS$6{O4DwGcJWDxf-Dv}vQSOZEdHulqUOKM1x-r-_rMh{BhE%rc
zJ00&q&%Z}KvAA%Kx&i+!E@X_p(0%q&v`lt?2sw}?Pom5TQSww$$=72gzef_%APFgk
z<xi)VhXQy=5~oQKmFTyZhTWd;dN94qHhSHG1Et^x>EH&1;&Cq6k|Qt7!o;P%?+peA
zeZSQmcz!ywPXzV*>ABAhyiULE47}{V6WsIK?R3z&V9zYr3(L6=0t|&*+w0{%!Z6R>
z@dA7=8~eHStLxjlIr)LS)7sk~<ZK=mUs4a2QP^(uT(33k<Q}xTZZPzlxq7Rs;9icv
zId!L<mbtgz81{|KujJPIecX#6zTQFZ=KAi9^(%Mp6!XQhV>^8l^z|IRaJl_n$E*9^
z1M$)r`esdegN&=a2i<nhaf6)mNu$?4xa&GTD8K7;+-mu5A#WEdc3zSHic!w)_q>6B
zV325HwfhHN_kOP59`3ceK~B77@3;KH&}mafu;1$NNBGqUR#DE(j_^#P4H^1;w5?&r
z=S`&D*28Sy?=@R(&!G2>9MW_59bf#a{2=FgO=s917=X{@hJl}J_YmXCNd01N=ODnC
z%x(AweJEWope_=iAsJ_5?<Wle=R{r*0-wqmFI$2#f7s16dL8QFwr2+(I<hr5up6>U
z7kRGt&<-Ra^<Hlf417lt5vO<KQ4xlOe)CaLiRK7x*p2Y?Y0;hEDijPhy^_1ps{0N^
z4eUh+QeT9myr^?`y>I2v4Pn-+0#vdg*mry{hwGNQ9?y=S{i8WsCgcXaUYn&cB5n=G
z-|HE*MFxOoa83;m+mtz(+iuk%{Db{ow`3QJxu6C0-FF)IoIQ^#{0@JcU;8Fa1snIW
zMKR{=LbjUEH|n)gLE)bWpy0xfzcIh0*~)X672vBO{+?66&(b{K4(FjNd0}Dd+EOsQ
z7(;BYw|Olw1M)FgUK^>vueTun{=w{Rn22ixVDn+a>(f%|2r7%?`dqwa*F0x1^tH&$
zz`seTM)QZ=#^IVZ3DrnfzULi+d1J7=9%maWus`SqPLnO{W?<Z8WFsPRv*)&&EleVg
zKqTV0UX8cyX0PkGt;XzCO~CY0yrS)1`w#<a9GVe9+4g&V&mSD3nn|c$iMQsC({+2D
z*||0z(aZ5_b_STJ&tA(|JR>ZnN@uTQ9GZl@heuO|fku+d-=R#e?Ph(mSNMCl@GP%*
z)PhH~b&&xc1qH9YlfICPym7`Aow>2Kv3YA}QxR~Zn9t|4#e8AadcWs&t&O(h1%cOH
zwvbUpM!sfU`R=d(s^7J)V9mD&(H2>&vdk?k=&hZO({9&$T^5oH(Nyd0E}+%|hQieE
zT~&LuPV4P^AYrYs@3cG6JO-Qs$0wh5i_YQ~ZI+KGcn|3;(!fQTdMZpkvj7&z)N^66
z^PGAP$gl%J`w_Gcf=B$9Svb#C;`i(OgF!#IoXhQDgKb#HqNsyucH>^HRIKE}Jq@D-
zJ!YpXm1_mTP=5_+gI3GL4E3VS?8R6l&hjLUTky5@;h@*S@~mMEFfP&UR<CJYmrHdE
ztBXBsAgM3I$$u5jx2#rRITq%LG;y(-J>Qap!Nj6U6Bg2wEibS$yZatvMaR?Q{g&$y
zF517wcStT3iHJc6x@@(&;vE%rke3NjS`YSHjeV=BzW;$0?DvLk*9y?4pn0%tVT@V^
z-M|V|Xlek2&VaC**!D55sWP+;lW5QC4m)+w336on+6R`rG-KeoRs%bnXw!~KIhx{o
zmiG{wCm37;m*VEKH4KQqkSWaeok7nJxc#nGKQM;0Z4#_mWR@HBEG+o23uZ8P+3MA?
z7jWMbZE{;!Q?=?tniL6cqRE!)3>?W3Rhk$fQn^(i%FbkN_K=J=hkUyjXcprll)(Y@
zKN{Kdi4XMy(K#J#%UKsly&Dtr3mM#QKEx`}qOKPp9?wAu3H5SEP71g!zy=(|DweNS
zHxtKetC_?Fkh|5i4thhu_^$WB0&_ybmqk{?L8n7d+r8dBLM%HTa@%hAux+qsp|^TN
zzu^U!Gnuypsc+Muh9-FM;DOx;JloJ!xj*WEx3ixME6H`7F185l{XwS<zCnsxPTL>?
z?WX*9?abByoOCSA_^sY>knJ_I=o615F2K$QIu%<$Z9qV1-JTb8FAg9ta80n#F#H=<
zX*Jd4dO3qmCQgE7?KXM||DfykdOg>2-21qb(ngC!Ye=!xy*<CxYz9KL_0i8k4xfaT
zY`%~!l(QI$t-Wq`7<k$5=^b3rtaq0)jv@~|K7iKnsf`b?upeMVK?EGgw;U=VmFOJm
zc3u0vTtwRH(`fhny_{ND8tOHR&6k1GMQ>Ok6=CAL84QKK(<RAPg?S(a;3O9%rG)KE
zAOUw-qitg=QYaB#&SsP-G?d6YuG^w9gSNR|-|M<ww?UdqDa<n@-Vhk|%6c{PFzb8w
zTS2(6S}Y)sv$2Gge<_R3kvaK#Y)$w`%ZCY5=aI_ellV!q)r9Gnp5Z0r={eO%o-t=1
zJEa^ys~u_2tn1W~_FjuFE=M}U+#=9|q5EE?Jn0{%=S1K)(rD2Wi#WjI!h?9yV}56H
zpUHmI?PakM>R<+;qxC;(<$SDZ98!we^NG|$O6VLucajHMf&@$@X@Yt}?@uw=3&x@5
zQ^>`nP0`H13#a9b;tZjC3Mi0)>Yt*CEB%N<;VHf@b~eC<`k>Q#D9IoQc`k>-`cFeA
z9lxBARVZK$`ZPA7x&bLiK3n4j1wm>sT}R3TA1q=Sg!9Kxe*-*h4V67}-E;c(elRuW
zlnReJndv#}J#=t%<%Rnqv6@mxOAPKa^9rF8f5uc)2)Nk*=FWl`I_cSF8G8OgOdPU%
zjh<tC<)X6j%6l6<{SDld{cwy$<rFn;E+=N6A68DJAwj4%vTC`7g$d9{rDO>^rMQ@p
zR#J1}Fq!`(pC6|Zd38jI1pC;kx;G*j&%d`LGUlq|Ns2;3-H%f`J{Ok`n5}fM(?aKW
zQN?k7SLMvrMnWGwktCjL9>v^a^4$9jcGa-GFoOx%h;WHbt7hxrsBnp$scWr=bK!a-
zl9W*C<J3AY$F+`FpN&Yx*&SN8%|#-icV<fBdFA8T7kHe4GBUHJ4f+O5dxC_S?T*fy
zi_A>&@fd-5gXJhbQO0%>WR8Ve5+8jt8uU_J)pS}x1NqU(&6%4>olA|uw<r4e#HD6r
z(S)NxSO~f!g7fTEnQ@1#b>{-~M5V^4{BeGhjB3Q=BA;`yQN-yxo9kC^vI)sK9D>3y
z1lP=}g3s|DX-;kCs`SrA((i6dI|9g*%6}s<f4#j2<8P-$+DiexpaE|<ox1CUInV2y
zn;uT;!;EKj#*Rl5t`ST-E!x%%bIx^~dvH$}?lI^&p=XT*g#sJ&+!-$>oMbAfQ{vz_
zuEfU_VC;)*k;@68p$8eY(BE3qE0qeBe6gCZ*78N10XGU2uTm(xtMygSsg;_ZSF2Z>
zO|Q99D3vPZl~t$cRcmgo?6{3;olWA`3ZAoCcS^-ZrC4<fjmB!hsRL2nEmg~2qvEZ4
zwMM<VQb76gN};w=Y*xKuwV8Lkm6eiPE=qD1*78oJvEl)y;TGzJN;6+*R+^Q9Q!3#g
z)mibXl}f#lZ|3XyYN1khoSIi$DKyIs&{pt@1yVxvw^k{jXthvZ%~$h<LcLOKRI6yf
zO0`~ayjA?J<Xxw_S}GO`g_2V&SDpN7vzA|JR6*Hlk!_9F>fTDFQYke{jg`7naO+-i
zwdOjtLbCw+@|DJ_TUvG9n&%d)g=%B9?z+uFrC4b=wMM?=m1~lmg*D`R<!ZB3ua*jq
z;}y!KQoRN`R-J02TC2O|!ira~fOF-1t(mWuOKzi)Us<WFG`)sbDKdXfuoy&)tQ*3G
zf={4x>7r!JG(tmYMrr+}zy3z&xBs*2U;MQ{vHree{r-RP^?%&@?LTz>oBwC#lg%rC
z_+NDYm}*PP51mTMzoKaXE@=y}r|RY4&5>QT$(bTs1S9#R-gfJ%<Z;0fp1&QUEzE|S
z1{)^1(vWpc7A6_N-~hJ$swdsL!7;_5Ic4zAmF`EAd8Q=$D<9s1)8b{r*kvj6A<iUW
zTyfcA1GXi@<l?ebSjueBpvr2vci*uJ5Z$HBm0=5}nq&xa*^-)nDRTo>G2H+OS9Y$J
z^lO$pZ7y5NY7!XXSLBoD6ly&})5)a_Z0`1Z{^f}#kxQAIFsYJGVVAARrk2#$Js6^p
zSyph_n#n40DYJ_+EcjQFYw>04z3Us+JMUO4cHS;q)*tyJOBpNvC$funaa?xUE{x9}
zTe@nO#+9y(Ck=Y5luCIG4NI#VqEoY}VPF5c^|nO{a4B;g)>(bHzf8+jlE;C!*Ygi9
zE4~qXVK}su**WO;`augFB>$$ez+B2)^@4`q622RksW(C+t3%pi5)v}b!d565c|L+U
zCSd{=W#oAT7MU@GhcL<{3`b*^Nti-jAAxBmAtYURNb5{0Zqq+UX{1T`j>Jxr5T%=H
zYTA#~VpC&%jE0+3hh;qm>rIJxq6sH~9f=jEtnV<UoK#W>-ea)nB-}@6)Jf>3wCh~T
zEM*XSz<09J09Z@{0-<5$(pQki%U*iX%S*N79Z55myQz8RQa1vmm${KtUgAa)<?=R~
z#7kRB)yrCX(MwutuxcvJ6yV#5kCe5Kcq0N#%#%pg;Q>Jj<Pb{su+x9|lF$$KTfq^b
zM^l_V_3aENgG-ra+u1`aWv~Hd?n_mg-%U$Q1}*v&8z$=H;<>E8S}<V_kT0>Y)v%EI
ztJ1;xvbF0EJwkj_*mU!|A|P}NN~zn~!;}uz^$xz6UbcXFM&6>(^I)+s)5ix{c~YoV
zMYQs3PCJOyt`e3q%2uALy&kYIyDcB{3|M?pvYZJ^t7fE9d=~57cgmP0(L|@Rj1kBt
zj*@ucQJ!sM%V#L2K8mZb7srf<K(blu77Xt12Nt<aNV)~Rt)@l&@n*=5O9VecgKDan
ztmiQ$lcZqg4z|bwjeb9izyM$mNX}lpedFrgJL|Wu-o8oMo?^yWyu@KKlPlO|P4-8g
z<+L9-2LTza!}mm*RN}krBiuEdJYZF{4`X(?h;(5}PaXn@$<rI|?OQto7iLGQ^>4Pw
zo}WzjACNOi2diew6ZZdJcW_Ct0zA6jd*Gpum#ypAV}c)o(+9(l(1i1Wg?`6s6HyD6
zfya8_S^EyTaP-KYzj061Lz8k<GkHuPE)r#c%QW8Kq@60o-x#}Y-M+iCePe6)=GM2y
z@=G%SJ%Q!Em>d(&FiF-dgIPHIIF#EAIk_kX*0I1E2zoZ*5CWf<tb!Cu6m!hzXj>*i
zMpA8U?U#}do~P$1ci9vG<tdVytK45x^09X*ygXB~sdcGY57V;9(mkb=@WD*UyCWP9
zQ!=%gdrCfgW9tsZ8ZXOUS8DbbMC1zlKT53PJsa;-n@!|p=f*URX;=)60|_fF!@EKR
zeWG_P)FE+Vz=tDxRFZcw@OQ4=zH@W)&JI)oWc%vo=Jw9!H)V@>G!WG^;DrK;eGrnh
z5Cd_D8ltI4%7O&dK#O#&8x;=Ax=kZ7yZI3QFQmSqpZLR}6y-OEJ$!a0ny_J06qH3K
zG9BM7f(%h7@NDzu_Ko%3&AZpvci!K;aYM7}4WT)}D{5@ms!<FZ>o;!f?5=OTpImgs
zE~l!VjoqKx-rTvnar@TJ?wt=dc5idPp%XW^-n(^o<L(DLo5;SpqlJ<tm*m7H%syKU
zxI*>&2xucc>1bDC1>XicE~Z$gBR!Rn_cm{B-r3qfE#jMn@?yf>r9xS>z=AtgyLDf>
z3ZYjm+WAD_qYnEQjnoIGQH3ODnvq09HCe(KpKj(3y!&~2k<`Rxizq~UZDHd|jA#jO
zFbWG`4ZHC5LTzP}F6&L|O(G(_M|Re)#Y6$0C-o7Q9(@Sb)1nU`W;wwCfx`y-2Nv8G
z8y-ff_%bLS2CYsDE|N57z*3gBse~73bP5q2JAz|Uv||cFPXmlPM#^%lVr9b`A<5XS
zf_Pvzkg5TOh?IxDgT+R4S^-_Mef!2wy}zYJF<yAw5V?8#*80_J>s#UI(lP-#S+#3Q
zC`byzxlF{bB@_&N>fz4{Cqk%X^1>8zA9$m&zaLE)y1j0e#)6EXqm{O9t*Q@wyCqyB
zeJyIV$igls`VA8s1WxiSnp(gWQTiXkaS-Akc*_<}$S^;Yy#+k*6NfvY)q$}Jrh+s*
zp<xp4i;!n$o2E%^>}<Rti;ePlckAZn?GJXP^1ikC5$Ojg@jF`|ZryrMrkX>Q)UVL<
zyD=>$Q%zx3aKN{I<;JE$wSIM140(-b^IQ0a+`YNEd;Rv+ox5AN?yhfRcC@j+yY(TJ
z2`85lfuZ^cg%$}h-=d)}89vmX$t1bj*}W^|L!!L-!HwOmyW8t`)^FYwt>3t@zO%C#
z>c1Q7x8D0;{k=^r51hS@6Tl6WoIu5-(CHq~>=H9n;nIj%pE>@`X`ouHL_SU%+uM3v
z2>A@@MhA=Sb0`)B*|R=?Xmvf$g?}=pzS1ci5(3wM(d(vPq*}9RIZ-3oT)T`+&S_CF
zXmucD^duq<g@U%-9?A(d`N(3LEd9XArxOvrT<sA|^G{g6kVCcLK@#V$ZGCI=s$~1-
zw>CDncen5%A{Nk`ExR*BR3o`8{+@PqmF<v+1>Qr9L<FkJ1_QU%!%|JHNSL=N>mrhr
z{pbQrVx<h;JCG^l4V|TpU}Go2g5swGi^wu<*%)cED9PfO2@cgI^rTa#BMrSsOmBI_
zALsF~K`=XrH9gtUM*=+>C$RS)*Z(|2Aod945%y3j_-g9zvEO)&CG0HoJ3o%s+Hd94
z<g~67rVmHKV2OjcFsrCZuZ>T$?QwUIqiFvz7BKdF_!L=exKxZ`E{=)F?mlVxH-nN(
z;CvxmmnDtuaY{eSru?5Gw+tVFG29C0R}v^y>mM;g#CFi9$PKoQpN$o!q7En7*ts4*
z%^stdLyPQBv+<^>_f#B+@6^hvY2tL?hy{ZTjz2}#C`;yJ&J-Nxl0EIG$d{{8L*1$P
zvy@RW2o@LFf=t;c;fHOYPGIb))YlAiC>zN#t}j_QDS$IH&ieP*6f`#q4}hGsAERKT
z!Z-@>%A_o;{E$!UW`*O-)+Plg-F#$3My%B%K!%f?7)yR)S_;FWM@q-mwDqU5ItR)S
zY?x(-+h^L`*@x;wLY%|?RD0-hP`dXXomvrimx)xr?;jCb#Pek~92rW)mr_)2A0d@F
zif8qh@g9MkdIQ1Fs8-{*rxw|iec_}H!*xzS8Ky607hmMQmN4v$%Bl2wVgYdkm!K&b
zgPA%0ISl@Ss3!_kgwLSMF<u5jLnFUH$Ff=MV$yMFK3j8YY_q*!_zaQD&{@J167yoX
z5t_~0D_PIYvvsu&Mnj7JbhN&g)Hw|HHxMx$HLjFvES?;qhKik}Z-h~s-*r1EgZR+d
zyi+e$oRX$fN2s9!qGVX^RZJ}horj=MmaUZ<tJSLOFat;8)ez%fjgtJO_<0RNPZx2@
z3*yVorY0j2&xS}j17e;ENqNmYmI6Ulkc1#;ZnMI~a9=Hq=@f<?$9{$x%WDRDaSUe}
zW)c?}Zc0uu_+*YSWXdlyES+Ct*ffqiW0*357t^s|a?4LSzV9H^FU2LLsHE|~7eqe9
zsA9utmZGV$4*)|ZK@gtX48XrH<CBK4nut2Lwl4#5Qk*=_o$&jGo5KO^YKahntxkvE
zh<fGUvUqC?0WMXXJKD;}q8w2;rICYYUAT%UkvNY>feY$bIAaDwG-%58y4duGIRaT6
z!;e8+@ImGw{M^_tlx0*z>}0F6W_grH#|P?|6xP*+ymdpFnOJuOHpCkwqai+k!{#%r
zBV^P{88oudb`W4Qur6*1QZHhwI1_KLV8X?l8UP_8i47KWh0Z<@91us0IOIn>!-0or
zl?YIc{Rz<f0JoLUuZYYT#uel<5=&9QE>q7E-(aNS4;yCGbIYy4yJn^A<tt@3->j59
z&#N>WwOX}VTyaa~vKA(BO%l2{6LtW1w!kg>#J++L1gAeAg4&V~oU>%+Xc2ogl4@^t
zu~CEo8SMD9@Io}7PAM6oS(W4{=e%MRk~y|n(4=H%mkXIS?d(PhylCLtfpr>*GZ*_}
zLf&XIK9>Y#(qz{DLATy}sPEcZFxwf6!p=nS=)Y^uwd4}XSn|-sl$J<p1w^m5EvBmv
zYt_5ea<&&d%o+efHj@;{k4JSkj*^+Gr&hlDeJnVATrlzj;=R01V+!u8;>`G$uJ5FF
z4$H)(U&fXGX`F;1p3fM6a0teM8JZthj+k;vbAFOi`31_2He4nlgsY2^6ncsNn3!)w
zIsPd1Fv{^83!|e<5`@`0&7}1Vn^X1g<c>&!AfmK3Wn6!V?jp2qFwd-wUZ+E0aS`~o
zft;-7CN3{iIp&w0L!>jhwBN6YYFzrtV53rfWyB|rEYyURu2SSDE~`%~j1z^Kr=;LO
zed#^=zTrcMSl{>zla(XB{YWEXRmj{oJ$ui#KE8r0X1?>LoDtCTg-fEokMZH)WISHD
zbZI#gr%PeD0eb)jrRNKmmaUI>hcGYTRPn-yZ#oBcog-cZa+)oCtPR{yas#HSey?ro
zG$81B<euCLIx@tyD6@4N!1Bf;d+RoUzHWVtvbd1QM_}Ir1Cve#iLkn0hRTrT7q)$m
zb{Kd<#OA`7pkNmolOGuc8}k#oglSoX#-_=MW1%KYD-e&|6A`s#Kw=8-97Zf}`aJ|S
z7d;_;Fen7KFfNm!xsA?lx9))vH=X`>-em8t1n*IHNW?u$Y|u-a4ndASi&>NwQ!@0~
z$1ov(1WdvJ9qIx?LFS<MVFDtio|sYz=7-hKTFE6o=m+~@6pM?^gq;dbkRQ@rTq=+`
zneK{;D0#Xn2-4uiE?y-wbcJg4ol!lmUM*(@>uGpZ*Yn<r<5nvxwI<w`8)f)cSL&r=
zIE(u|RpLbmln_z6|4D?kzprO8OFGZ@dpff2bDYYqW2^{X&>1Yb`gV&~N3-k=i~=s2
zlz;O>#~+vf%^go)HS)Ox{FHx-5j@WTdL(kr7e;dI^=`L^D@I@}$v~eU1-gP5;aHkC
zG`DaOY;3Sc=D@FwW>X4!mMhWh7N>5Us<|ps?Q4);&eDxiSt81p$kepRoUPk7uF((y
zd_=Zpx60;V<cwH%vCI#r!!L6qIK#f-e4=lbc|9>VGHKS_jv$ELBQ#ozIVp}2PqT7y
zG{wY^=11qpF|Pe|tIs7P%a?=jiW!-HrG+^Bt~twpjue$0rn7th!ZVyf5xIL>isf|v
z3SFZ`z7!^^bE-rbo>isbYsTcs6bu`U@VqFs(erR607E^k(kOTYMST;0vMA+niUhlQ
z&~-ZDJx3DXCYGC?u0s~x#0?W%^o*!s^LzX*7lMc+7p_j^V(MCqUy?1Hs=1|rqtVM3
zB!R+UJLKR?qH2{WW!lrL!dNCu2w~>WL`vT4l4K6bS+7Tt(kRA90_*Iq26;IGvV~~-
z1Kcjb2%;6k65qwFhcl&+aK$?z8ztMeZr|~m40~2ogQ*H9NLFvf`tg0-eaR5AduYnS
zDYB)MV&Cd@H#_~1P+6szuQ0Uia*W1aOXHMe-1c>XEQf|Y)NPhYA_fnml1Z?k4jUv#
zj!24V3b}ff>Cw?EWdy3bg$2=24^2rXf$B>Q79?kPM+cK6L`>M2Hi>o@Zeuo05II@$
zN+gR>WT<>2Yx8^fm>c~q1y+<Ym=va(16vY~i>kjj)Uqf=`$OqY#iYoN{LttInL=JS
z40HafS0C=#XmU8-&s@WF7`I_C%sKULZ*a;BI>m;94hGu;J-D9@vo`UK*XhrN=~12=
z1*rXc?1goVeEW5l!f90hDpwO`MZOlVCFDnyxu)l)<73^dJN9KRsnW@LPM>EjjONN+
zQ^~QB+z4x4ieuh3<Y^?+{BXSzFBxshNVRl7yk_uuE^M&xX-+e1d0r=q4ORnOcWQjM
z>I@n1ulu_9pHc750TO99S^k}+WOG|jCcyrcA(jLLzML2q;TJ@JnV+q51h#?x;AQ!O
z1cB%<rt<;>30Mws+Os-s2l5{FwWt-6-LMg}Kx248K?l9IcO5GkSd%j%E<onGA@QP0
zxM2?W!Vm28gk-Y|`&zQ#{b2VRN8XVXn_opi-DVfp@b<bLd>^<n!CXiXzl+9i-Zvm*
zC6r?C!ru7yP?r^ij?7p^%XF$u<B*Z7EZk&Evsd_Ng)IKOXbR4@!z{fc$;CxCY(5Nm
zA{uoKZTEa}!8QZFM97Tv2oa)%*KqBzZpUi^oKi>w(cA~rMa0{HxZ^qPYtV2vJy`s^
zTDC;@DA{H*grKT4L(oMtP-TnZo}>CH!M^Ubv1ZmtpB5QpaSGQJhCWS+q1cH|zzq7z
z5H{_)8%3w-RL>oSzlxi7LNzTo33wJJuIzKNGMx?vx!yLM7Z~8xH~_5xa9t_qzZ}os
zYJkO@`$|0b2G%uQJ@pzX98u~cxflS2Dx*%yEfqOeNQlwi$lwwEL79BT7MBvDgN$oe
zIfc0|hcKry0-0)nGq+U6=*fZNhswWU=pZq6P`ApWH8)rHVzg9*Nlf6@ZTOSwUSaWo
z8?MBsrHe`58P?^74_Cs7qF)6e_FK0jiZ~<5*~W$r7gmfjrd~p{x4O+9rfpgrgfcSb
zml8Wxp%~zdN{Wn3vv2gE4Y3~J%k^;VBPtKf8K)dDdXg%JpP4Tb%;mhGHaZO@theYM
z-cYX#VsC{LW-;3FjuqD)Ktpqd7wLGSj&H(Hob_ibIK)z|iIq{QVlWaWk`FX}Dpc`8
zaa@Y}*>FXhEV|=%+clXd2GVWlOu9$jb8k3xI8t(73C?aCT3!eddK@vLjG40Fq@f@M
z)ScZO`x?C8qsX9r^>kBUCw0u#3Ht7M*nkc7vXJLHUeL$X(z^zyEd~}+5pErbK94L8
z1p1x*aA!$~7Cu_WL7M14nMBdH7`H@be%?fr#0Ssb*w|q>!911P#(kjTkuyby%FNLb
zjdVD+8$9DG!;hmFVez??Ab7Xem!n<}DnTCA5}8X143v7qm_!M^%84VNXk7%7qkB#l
zp~R6QqSvqjAul0ryWssto}*`ALSaz?eb%ws`6LEvtU}IU<j@C`aXqWvN5*e-Z*t)o
zwZXly{Q=E$xcJMQ3<1Ji4W6Wf+kLIrUQoFSGpo;yX4zNZ?xfpvo&n$@#kHMNY2o+!
zS)F1>I_J4CJ*JX51Im@rB3u^2l6CBx;hrS73rX0aBB3@Vm}{k6vmahjh_(^(<e~0L
z-P6ntnH>>ZW-sv;o{~)27sTfAHkL=8j}srh)6=GbzRf^i9tVV26AXtNDX<g0jaB$S
zZ(5uaX{O#-(kb>0V-HHCn&TZe)Bzi%Xvcir&}XS_AhOwpAEB`<e<hY4+d5p5U4>bc
zxhHl?(f_()u9841JM7DI5e4y59Ku+Gy%EckeIV8`kXb{d<JG9nLcehHKA(u{&IjbR
z%Dm=-#iKpGr*pPMyS*Qe>YniNeT4g}qnYtIzK>)_j4D|uCj7F2{OdF$!XOo9Gs3hZ
z5694~SIn0chL;F}Vh50oBjpvnLTLi_v}|s{A9<`t{G-gtQPNSL@Q+r*%{%M~|7p^>
zKDJR7aiMpHEOcXkFG>LPM9p4Bs0W<jX^pEu6G4bDy*t7<^EbRMsv96|XB+3Vt?sgQ
z6~6d81MdN)z70q1AfI1@({`&(x9jq;{@3E==<;)kVHEg$pKS4H6|X0U7x<*txRaa_
zkmG^i023*G-@PJIapp{S^tR|KY!KSSeYk9Kci(B_CUSKlbsHy5))j0n$sI|hN*Dk9
zCI>P?GytrN;gC&r#jwgdt>Y-{OsuAkb70jG8;N#&a2gJyLvaR9C*KM!$iqG4!E%PL
z6b1}DYwnQ+o&<rvxKDuyaFC8!yEysndK9DLo;;+N7$~3<UCoU<iE$>)x0}Ov-MG1%
zFlFe<Xb}ZrzlY-tB8eQzJlbNi=-eJLkUPXQP(^OR<Ph(<xa~W_RM<3<pFC^=1x*F(
zy>I6NuOa>Q>mF`KR+n<S%ZR#0mKFh@H1kd6ATxk3I?ZE5AMGRLtcAT4Q8fZ@WC8@M
z#agkaFCi8i;>#9IJ;JpJ3_Vt>4x)UQJ!hrjmh<)1)m5*NuN2(XMghU9wT%vcwB-)E
zloggAX?rKrurUKq^l<&kr*$L+G@0Zw(%MdyLAst?F+il?b~uANsQ~1mg+gGSr^@pm
zl|f5NGFDWDB9y8iDJn}IDyd>(zih(^k8xP*{LCSgDp?yP+mF@7;7HOmKQ8q>ju}8L
zYECxJfG^qsN)nj&FJlUj+Cd6-;tz{!k|DP&oMbU3b3RvxehtJa8_f$4qXshrSd=)b
z)-iVR6X}WpaGU?wA>?~{d%Xm9s*h31yy5+5S3Xir+{9TY4qWcFde=Y5`u+WGKyf|n
zN){@!T=GincsCJ1^PEvWqZrZyR$QYjFXiED8$$cYh}OEzunODMwT{K2Ns|vuLmGjL
zEY{qTGb#Xj49|tzZEw$d4`y?S3}wBI4TU{>Prj|S?zQY@izhtOLvj`5RIz|L+!^|n
zkLMQfnUas^$<>J-Gx&sIk|!Te0A4+w3LnpqgOvo(7%~gz$$3d2AP25Vf3(r4J+hV)
zW?$%G*ZZy#_pIu18`Coba~WF#eN4RS*e@Kw@Df{z6gUYVbv2v$No|aYU_Jp3%n%nr
zmR~%%YkEG28KH~Wng&yT5H3XlYQwtF=Ln)=BC;kWagFQDWU#G(YSrnGRgkj~MG-tK
zg!c#LOd)=vQW_*O6wR<O4{9n~5^-uzamPED_K4}+$4dS+lIiU6;-xMz)wbg0SIKf?
z*}5XMx1RGXlZ|c2UIoh%Y+Mb%IR)f#wtkpq7=^pe3e^+;;bxpbSl2XSwD`sW78hQM
zCq3qOCihhKBTT}Ns4^bJ!p8dy-cG?a6I})Ea0>2%;UCw&pw@~6ORL2*0+yc6YhVql
zQ&Junkk^h%17zt7k0MbQ(X$k9;yB+=eNvH~*w|D-N`!uliOlmO6(f8>#NXN5T~Amw
zN%0V0M2M37EODclf(7GN9)dry@C<!a0DofPc?QO>h8IFA<j%+qvz26~1H``E>3}bV
zfy}T+rM@ZLq%R5*7wNOA|1^oG5mS55bHmX=%~`|;H~iDErv_L|9Y|36u$}<uQ}o%@
ze;V{T0h$fT;tEcRQi~Y0;h!!QCM7@VOUk&!(;L?jHE;9A?f2}C8!t1zvTJ^2*Qa=8
zS8T9`>i`y3YxQ6K@_+ni-umVb|C>+#_5WUe_1*0YzyIdH^^gAEuUPfJ@z33FUtRmz
zxBy4rkIR)?M?uH@a;zCH$5LW&40)y``^-NO0bH_bouRI1Kum>V2Db2sLK*#2Gk-OA
z%0x>^P_Z;OCi5YRLMDjaqC_PkYXV+KOjvSdaJ@z3o+d&x&6*>FC7HgE3DJg+cFl&X
zR)F(J7H&k^r@M5^WMt&d0Zy93K9iTPWhm$=Uuj0XroYKs3mNR>i#yX~0r~F~#o&1*
zZ+bJz(WP&=E<<FfJKtok+W5%OgqUwaLodLB3U{H^5Fn(2H;Sl6Z@7KTc*A95EBbX6
zTS`Uat!USbw{qmIYFCXs6RGqYH!^A0Fq3pyjb+Y%GAXya08!W<*sH)hh2Ev3p~Smg
zQa3p=eANgrD2K=7J3^2j3xo^qVbO|oIwRGQum$tQ>JT}ex<f*FLPC6m>xNwa+iJ%Q
zaAJER3o{2Dd>`?RkuD{Vqvs-l{^;mYKGDB)=LvX;crli^7zDv~L~mILx-O5n6fDIP
zr*4<`htP8&p8-k=!)OE_#L40%QBkyRix(9fmt0ha%|?a7z<}W5B6Ag?+mkT4<hLn3
zv1uP!ASC5jP$-KTA+uRJN8)oj-j@=qQXrkwRiSV&r$z%H1C5SZ%up7uZ;?6L-87Vt
zk>1}?o&l8psK3M`_ekW0Tc#2<n`K$`FZCU652QbNk%<_)=;AP@rp%T9zWWXa7lIin
zaJ-0N3HWgF60WI8hJfBK)--yd3;-?{QYLD8R+2=IlA2XTyjUPna^#P|p;2%RjsP!6
z9U-t|>1C{^WGRUq<S=%8a)Cb@%Xmf^`>~A{IO%9$>VRdbh-l+j&E}2(8IB~QD};r|
z87(lqQ6U{uM++Q_>`|fxjzye1WVFC^q>mIWa01%HL<^jR@(|GiC!wSuB8Q0<I3wO8
z7%!ixXo1-46MxZICcKrfFfK4%+&C&M#M{<MR#9BxILxeW#^GU@lwYnU{lGj4IXB@;
z^`KDAVkU$G_3oZH!Nqhg>om)i`pU|xs&hIhO&}wGo+cj>J?1XbEtYolPv{+6CSJz9
z3Js@(3t#BQvoIS0<FS2S&Vsd(mZ~e_`#WQWQ=!!Ckq>mTN`GURH0eC~8~R#piu+c;
zHHxh^?lrr&Y;D2O@F&Atw?$Yu1kx+!tt<Wk?741V+!?lUO%omwOvP#Q5#bN6dw$)6
z3Eqbed=Xnc>rM-%T5ap?{rmnJd{-!X9>U4pY~9;OUDkWJVPxOy-s|1B-tNdWdrzks
zCV9)5P26#GU~RYBFxP_t+}m)TZXfhpYmMH1uhVPy?7ag%^#0lijc?a`!5U2P`Y<R%
zkUY~QP%?2ro;_u72&IHCgKczm9G}5Py@>Eh$KK+sn+mBDaC)SZD+O>4FKSy~ouNyB
zQ(@`}+R&G&;tXBBEc^tWZePyj4Aa7W8O2YSfX0S_DkOi3GZf9?rWV*6s`8QZ^+Qrn
zx^r#ADp$)j3aNznD)2Y8u84svZ46--7l@soaCoZfpZa0)PK`2H7lnkGB2Wk;Mc9lA
zFI8R~(qhbV8sw`3kPPew*QCl=v)&94^GQT16af<haCQJE=D==wgC>cg_(taZW`jt#
zxDD@KqFOVgZE&@ZK%zn}#mBn}lO)V7*TSZ)1!GGIEpg!zq6+PRK8l#5$r~3vNVZBW
z#tPMU^?ure{Z<18iqdKT(GiERRV4d@WTqL0jFFg%(mg<Mn_7d*FR{IY$Vp@tsu-a{
zMF^vYi{#O8QRH3>+kMfJhOD-=uEJT8ohNY3+RUsbo*J#+VvWw|MneS+y9it2cdYg8
zEyWBH7;+JnUbx`bU>~Nduuvs4P@zE7_5!tWfc8)%BU*NA!_JeW<@G3$561o{=R}Md
zru!PrqU?{a$-~IW-<MN9i!obK#W);k@>gD`JfR2fwa9Vy%URghAQ&ZXoFYwty-BYf
z`U5^9rCg(7G9iw4@m=7rx~xI7C{x!qi}Ku-;TLh@9sX(fFe&+o0omZ-GiE1oiuSVj
z8#dCyV<TB3lpQib%`FyAU5AI`0Mf(VC-Lbw!x|zTXo3mE=yWn2l_8bsK+jNLWt%?E
zoyb2R9q^?nV0IsBeN1CtkAa7qgT?eZ;vK-OJ5|S5XCJxIfv|Lik~@xn?>JixWd!kp
z%6R+u{YP#{u<4AULPcBCRp^lm_Bk9m!r&8!HtF(qMuqfGhu|LKU;SN05%G8K&gS~n
zo139I&D_MsYgD{duhytnR|+euPI;wJTPZfHUa{KDJ9878Ptn9?bWlkZN;@>HTdgnt
z^v}KY?(hAtZ+x`#Ge7*@Kl@Yv@aup1PguYEr&oUVJOBOv@mE~`@BT>^{p8=Hux>dn
zIF6ykh+_JjvKj1ulw@bF&1Pj2-^@%kw80LlvD6IBHj+(kc<W+@?U(5cW)8az1M7w(
z+lYac!eifxkp@2V{TOj&h}arat|nsRQSZQr-6#DP-;c4vZK$K(k;!DR#q0Iqvl9*l
z7&uJ7T?!khy{x<$1vfmazZuG_JySMR(kKYiL<=U|?0(?Gk9cqyb^sGL++zTAcTM`1
zdnVBkYpT6()A9>cO}A-pS%=uRx2$P4?lY;Tf8)&8ux;l%*`PN>WME-D77&Z|beY&~
z7^6$OoDo|x3)huG-Lh#JUaNM=d@T!WGHG~*Txme2U!`@KdL^SI6Phj4bhb2G)30S=
zx29ilbyiq0h{Ee(4alZEM=<Tjq!m|a>&4by@qKUYQVv?<7Gg+BD>f!e?1__=OsWAA
zp`|}E7h4r}IBY@`?u$vw9+?Y!of08Tv30T%H}?QP-Z0BF?4r#F6qwRdE7=$;0D`eL
zT&es(K?^2G@>GCMU)Av_r^ge-zLCldjjmKebRQ)#QSQYgXBqo0#PSI&)LRwUjmOps
z3LKh+8dWkMub5jms3(<~#7pB3G8UDvk!c$NgZXhL>+Jx=C$;pS%oMd$`cb(I_L}MJ
zKJFsXsZ0mHaWvQrL$9O47+P8J!u1f=UPn*Nts`O>nwMbrb?4}?$Be%sF)I!)Hu7dE
z?h*An^-ZkfMN-{b1p}+cf;Y4U`{0PUEQ55!48k5O@}rXH9~aXw;|PV0b;PB%ym7X$
zFey|CIlIcgbn7jKn2bzACO>dp=~Yc6H>tHFl}*H=N~FUP19i->|1w;2z1g@Fi4&&3
z`nV#rLidEOE@uP`LMvbqyMYLkgMfjMT?I^`qF@}{(`nu54ZH3EgTPEGUm`pT<{J)T
zQu(lj>S9{tTi@`8djnxgB~ic&2eH6zdM)JXKe~XEswuHa)ol*nbwy7&VCV02thZsi
z;Cm13wukVM!ivf?m;&`Mle#f_5t`!O>qfw|<;+#H#jzgw8m*McekRE>Nz)W7w0;eq
z$#jhwLPIq0pmuS{+(KB)(CkShl5r5-{b@M}#uXsE7loE;>boCKe}5e&W*q%2#1~#K
zYG4v`N$brzmNM}QFJ&Tuy_EF_Ol4{asywi8TN$FUQ}_-tDS~y*E-Z5*)-5zmwXlca
zdldEzwl*FvyP!ZJ6mU$;1t}z23>$6_+d`AbGG|OwF$$B0`6N+I*L8V*M<8uGKBANm
zJsI51L6@=M8d?!}O@t*A;m$x2=HI@Elor_VE{jpkK|;s?3ztJYz(uZLJC0((p98v?
zHsCmP-^TrP!i<XI%27|CDnv;GZ$Q511P8RKCrxU=E<}#Yh`Z8c%(;s@!aDOJ!I)el
zMm~rp!AwZpI)e+@AfFuY<Z>qS7Q*)lqbn0ZVBPb)zOa)b2_iEvy2*`Vt$}*UA>oWe
zZEpqG*SLosK_feo)^3YJ$WaWHKCXtM^2ASV3A7=snA89Rv2Wq(TLj>XQb1RmK{zQx
zNGSSSNpk~7)b}91!U{`P4QH-MUvGUocbmX5V5xTanBXW`iq{%l7g1YN_xkGKFQ`jP
zW0qEUu64iVJs>gT&dWgQAXfGPVKiw~7EFQ_SXmM)NVdriN-_f7gNR7DCc^5_O-32R
z2r4GIR0{rFFoBb;gAiaWlfHt8Vxn?jA^Nt6p+k`ZGc>MM06^-~L9YQ*JF;?<5-Ee%
zT~tlwUPn)wWBUQ(5`sXnPP2ynNXvo@ss*&;X7_syi$LoKG#ov+j3UG!F2=w^SGdqg
zQ6RBxxrpm6dcO&6l!?Y*B$@EN0R;r2P`}`%Bo|VNqQY{}u`VKTuRkEoOTyXRgM^bF
zkUW8TCJ9FG0n|pvgH_pqh&;HDpu>V8D)6BiG%_|1Y8B%Ks12;Pm7pd_@=+yZ8r&8p
zc|z_;VNxH63UR%mxXM|?R7CLaJ-C?pxO9;;D!yI-r0W$)PJkrS?_ms3Y(tRP2OZ8{
z2VE>fQZ{-N8YPo4$wKqM4crrl&sTuZ^JoGMB^74dwyuRQnluXK2x5nAH^X-VDuY46
zInj8M<2ACn(}9sB>oL&O{*$PfJ_QhT5z`2f8TIXs;-(@PWVvwhLh#D_xK79-w`Oq*
z^u8Bl#P=k;CsHdxa0^#yW-{+8TyQ8u^d!QhJR5aClbX4*qrPdTDWFw$8}${>ExW5L
z#nocD=$7j%jdG=uU(K&LNYTfh&#KZY;-W^)A4+-ub0`Gy5RdYD<<WdxD1mKH#u6u-
zvFKeo2K>T^d7d1U6zE#tdiJ$(KqDyMNQ0(u`jNX)R1`?f1G*Q{*VoLbpp{{6++<M2
zo(us<OLN2I&1MFlC^K5Y2rC6hyp|Cn#n|U+z7%h)$Q|Lyi0eQ!tom~b-3UcjRBx>B
zY;0{Qpi#qPqswd)@+)!T7#(%4eMNZEDx}L}L768}{|S4#GNQ|&YgA3C!lcE+zE<Qh
zHU;oi4g6LbJt1aph@vGwxx_9-eHFn=o$xxtk$z&l=4C)5LraJkXmJ6p2uO#)bp{G%
zL?c8|BxZ-DN9=FK-9t7FjN8UdRU?d+U?0$Z2&CcH8<^8-(@I{7dgg`%cGZV{x~Dp4
z+^0@k?Zzu&N@4>kEkG-1lGC}w0GvO5l}7fy9+kaHn%;>9`5YUsb+kVe67GuE5wvv_
z$c&n*3XJ?PhR&xVL9snWt~}H1OL?=&#*_Y(YtI<px|h`cJ$%|K6rdoxQm!>*;e~O5
z<-de0GWrw>GK=})J+Ix);#^OJILMZp&Ah@e>kqf&PaT4dGsJgI>Em43`6(e~x1-Yb
z=v8uq4;xqZC6FADdRei{*=pT$E31trci)&i-7!qSDbaS?oO^+NxB$cUr}ECtE5tW5
z4)?;i>bZ*KvSz9gpnGPFVObT^ThJ&&rZWXoAx$kF$q*lp!{arJn|N_QcK8upn3>*K
zaZR6m;7*Kn@g%p&i^h)P#wFU&qfNg;#oBan{eWw&+t&LXtSnV+7h=iqUA#xx#%`U0
zd^QHDlAp#gJM4_bT8*Q2ifDc0taw5Kox_8EG@K1Z7+(U3I3{X$MZ<|P;@T*}_);-)
zgH-VZ$vIMSEDYld05gv7mlO61WoxAhA(Y17*C&9FaaMc-yOGg7Nwc0<1mM~Z)*G}6
zrj0AHhE;n3pUA~8dxjbNAq~$DF9lmYY<b?q72$1{EjjvHvR1_h)-#61ALm4z%UD=V
z{SZd}H&dq=`Q{L#i$?XW)@DZX;0X<TjgI_O9+^|;8`!c9a;>6k^9MOzKZ71BFmD{$
z<9_G4NW=l{boL|ML%|dA6WQB*>*Vv<kGeg$r8$1K6=Z2s<%sBGM>4~ug1yXAywW0p
zd{5J16jV@3sM1(4M)G1KUmIB_w9lrtaOW);$3;_ly`7eWR>GbpVgx;j@lZ3g!HM{1
z@DP>oq89+q$6S)DnwGPe&F#|?F{Jz{0iBFJXwc3x_LdqFyTFr<9e#KZ2NDuMf^MzP
z1tFS_lLLGRBn=Gt)B<lS5U7TH8rwwOfE;6W8@a?HyQ@cWzi5^a=ERO7N_<Ar$$x3s
z#n}Ngri)ThwuV)*m`8{_NxOHl;ewIrbqG=q@sD<>VIj`Y#{oJI=VJ=pd3zr>Ne=7-
zr^DaZ^Y(r0oXDGJ6x4I;AM9SgeP_oePb;_gpsUiKWsAdT@(YIXVKhfKVjd57?yU1E
zI_t!yxmr_Lf999|!dJI``GwNebNT;v_1)h({mrv~#ozwg-#qglIe+J0{KD`2r5|d6
zO?(KIchOv&jx*s=_T{!)R~U~Aj=3Am3~n&0?~WnQ)Hm?#{}PLKE0*$0abt7Z8;;G*
zm*T!TawB2Mn518}3QKX10CEN(^mV5l#@>DR9Sf0n^BS1roT?C~OK~&)*dlPrG}b3G
zkyw7ha&igrOB{LIiS$)47m!PFZ;A<Pu%)>7!~}S?W&<0v<AX46nR3xg)#0i$F|ifI
z%UHEbkw~yWsIBH<Cch*sZbdEh&vKZFt+(_{nBS*o!c;#!6R}~_Gsy=aEmwr2P0xgL
zL3$>F)uv}6c5Qm*7;@#7eR@#}bPI8cMtDB#YIrH)cZQxiEFya;vy>Elm)a4|?!;R-
zvlFl3td3seGdfC(&E_a+bS6jjE5{S^D+*dTGCH7Rb(i32QFhtFER$Zs$i5SIEC?%3
zO?;T(P)RuuIDRgr$Z)LmJNgGTL(UQ6j{=)om1R{V5=hr9h$4uAD<Z85lXtwWMhbCw
z*H|GL?-q%o9w;|1q_>aF0`x3uGKnJ(4OL1m+Tta2sS3qXRaNEfDi_krjCes&l@V^%
zV(NGS7cU^F6HOvcs3vhev@RPhKq;agL7FNAU89JjC0c4BiX<!kn0ee!=He?_dZa37
z7_Q1#<Ea&!Dk};>i_xpBN)<_3tI0A6^>8PJ>sf_f|A;~e-%NjzdW2nuOppC5Nt21P
z2uc2^JCT%MeRL~!*hkW^+clCV_t{31#ZK2qvfSsAB+xOYj)pA)VOw$|#=;H^m5fI6
zwGfl~l0+CQ8QY^Fn1=FIgAbyygGD)U{~$!>rsT1{G)q5fVS(SCcJ(mk^k(f*a2P%!
zkA??2JhoCgglEW6k#O~qSc0Y`c!6AhRGhJM+AEKQ5BqX@D~I_$y%SQxG2w`x$5CJl
zy*u82^wv@+Vl&9^V?g<6^7onY--zsd)7kFJ*c(~Y8>wTA1o$pH+IAK9o`;2!qUN%6
z#x}#{Ryg)2!_t%QA2l||so<=hBWkalik=4PC&Q{=YWQs&oLAr%UCOTJ%av-a&L`&!
z#<n>X6_LrpqT{a4)f?#4+S4d&F!+`IV87nhmKMcwebsFi9A+1;-R9kNs`Mo2H448P
zG`fRk10<Kol{?#5U9GP=t1g!od+W5NE;gA$VxOhC9gH(Df6aOYuN=Z-`bI=9$>Re~
ze~zYgpb<-=V%9C_`+^rD8|_5k8LBF*=rwa@2QsUo%7WXhFzTd@cgbGthlhy1h#1R3
z)9?5}w$bSifNBM#l-+72Ut6g%vc%1JLURIgZD9LC*LQtv*mnnAAjC4-F2cyA;;u9b
zb#0p|_U9!j*uM`+dH%jDsxM`m_0?+0ThS82gK6BTVN%D95r&yO5*RYwA&4Q=?^p?E
z*m1JVFcajK!6r#4!=*_i=ch^_15B1QhMZ267<wvEVc>MpV2G4omYj44voZ2AQA{RD
z$2g%FBMak2U_#HQba+}nPwd{QdUcx49PL9s7JZ@7_MtROb~RgStQJaMkw<=dj_z;P
zAE)6Sg0LN=luxpG34r(x(DP!+x1nHE>B;C5ib>;piOJsB+SHUx#+Fi4nwy6h?X7lu
z2;Uw!Xw86pG8Sowq3XE>?*=vnz)b_GUBDEi7M7Ou3hSNsuI%6>hEGAKK|HR!G~<uq
zwy*EpV5+7dd=ied{11<y4#x4EA$|4^m^1_Kw6fB6Tk(c)+BaZ&;9vx(zsY?%5e1`C
zzo*o1e5@^Eo+<u#Fs58G|Mfe=Ab|NQV*PLQx;QPj-uB_vMNeyR;KAuR&c_{&x&K@o
zT2;b7qB6q<4e6KYAOR*^4<0;#QE3=_N<BZoP4+p-F-DT|dug5AhH%ROIVbH8vCx8@
z7wMNA{lLx3Lx7+@-L9q({O#nh^Nw^5lzvJmCy|hs8eEWQpRJE|X18%*<6;Ct50^Mp
z1<xc{g$O?-0wj;u9-Q{<47Qb8y&?I{5wL~Q<Sj}bRVuI=0SVHFaLIyup8}*aD+H03
z-XF3iTPOfToQG!`yG+`uG0(W-_-fC0`tU>4S^^B`4j!jh4=J#RR*sLNKqd|TRIR7w
z=E>QvX%b=&+(+6<g@<i~QS5c13P(B(u2d}7kzNTE*9)dXyXnA@@u5N_y;78n;qwT$
zDZdAY&Q_x}&<<8iF_X&gpZQ;IkYVs9rl44Jv5u5&WWb3nX2A0zrji`bC=?AUee7?c
z*Rm+M0s0drRuK_2K9Uo@QV|Ia=VOznLy_SSo4BOu1)g}M<?{zWRc}NposYqZ;(rJL
z9%x4Bda?#QAx9ua;)!JA#_7kbn*RVPk4{OZemjj%yW8tXn@W)?j1cjU{?o9rVD{2*
zQ7l^ko?`hrCQ!XB&z7f)Y+f(w)pcqrVh_9`J1tMFRqi=`SgjKDXpR*JYZ=3f30Kc3
z=u={n7N=!Q0j^~+$4~sLx9qsj*P33bRH)>O)qJ&<FE%}=QK)#80(`6MtDaLUH9fCZ
zuQr=rbEQx!RmzC<UG%Cow^nxCMzzkqRBHv#S*<&zVxv;5x`hUorA{4)>Tao8p2rGb
zSaXY2uUu`G>eW)galAsgRI1ljOJHa9Q#3z}FGTcsw3h#e@BD+-)nELp|J^@7`-}hV
z5C4w)tAFiZ{`<f5y9dAV|NgD>-}=)(_xs;t2}=GwF1CY5LB}z)rBh6wQ#ONTq|%q?
zzCr7@NVs4Ne{x=!`A}X?70nhqYncsUK^Oyo)dblQW^N?hqi)^Y+T{$kFQlq0i!V}N
zPq?(*iZ9wTxB+nFM)(n^<c)yL^@JeJ9Hn{k8b2dK7G!sY>69cL|Ei1XH{edY2MenR
zucGVT%udusO`@23XCQOc3lP9l>=J~vJnBAyZio3Gms=Ay56lAkd8!=+4Q)O=!Zt%@
z7ry!&Hd*7;=9jQ7%ur9L0L&Ud+0liza~a5|Fl|dTY~e6et2JaxQMiieK3!J@?503S
zWO9Y;;!D!Zh#~-QsvGKW_FU|t2vB3K3xI?_13>KVO$Vj+>m~zZQ8N{gv2Q#Xo)<jR
zL(;zMOwb=rh8CMp0K1LtKR;{mT*Z7=`v|;Hnv9UPE+#{v@sok%w#H<*_$Eg@rZa5l
zXtxfCMvbo`GAeC6Bl6`vYz@f46wY~Wt4DX?0?lZEXNv|D-6w_IsEMZt=p2*s<<T}t
z5)(4Q(9VRU2-`nlU56uX1SE`*N-uKRLy(|UneM@aaTHK&X6OsNr~s}jmIcUQbW(w=
z5g}R@RwFns!k>>wlQBR?QAb6MHXf#d88do~+US625;l^b@Wf{l^tf?rR?Ki|qc#OL
zam<>qJYq-s-UJ#qUQM{P(Q3j>(I4p})kHKhPSw`!k4lj2%hTF`rJnV@dw2|nq2r@q
zITAC+qak2w1Hw^uQk<d$6UV7d{*p1q3>>F6rc1z<WZpQnQD+)HG9XkdyGO?rnl^4d
zf>4Tf#tj>f9O0wL+h@wCk@xJxPU&n$ja+mZ6RzYv8NIiYZp)KsN;raTjO7i(CW25C
zbO>mMd>KO>&NT?5yJj3XbMA!SH`W8}0C2QXL=Hu~Np?b!fmbDh#b1f68Wjv;=;|QG
zdmf?=z(cS<^y#RWf>E|b1YZ%1B*@?>_`W(j4#OPB>Y~V=?IGQIj!485tGDCyDPk{2
zC0@=T<}8H^rZZ`AHcY`iDPX6A=&9{{103`X_x9=7`N6(3KxkPyT6P-uaLW=OF{{AL
z-b0576fucq4A@K$N9vMTeZTj|nm~%xI`FX~YtWJVciv=wLB(<-LV%4BD=roj&_%eH
zy~pulamza*`ywbO#Uv#Pu`vuvxlR#~81YRJbrl!N;%?antqrMV2*EmNeL`_T>%&0?
z1`62C2<TpN1PJvI1DBjP5C;r|4H3p!9>tUGxXWkh;&_VU5GxQR5|&eG<jbr1yjyNK
zD=XEiQ*u@-w3V87YZcGSYjOXgD)E|{%Wy0NOhAKyh_uI2mJtx|(WyNr$zwK5$8I`(
zPLoGaGHoQ-q&zl@W!hIgTzAFg<vE=KF~ercK$R-vriW0|;u;<<C(q0x*<cH9!e#(@
zsH^~@S@MGONY)7Hx~)5&MycD1w2=a51-}f=$WuEcjDX5BNHZtOlO;wKX|V{=V^gV7
zZphG}VP3So@=%j<qv?`|VfqN6l8_xWW|_0HXE=4FkPJjRl5Ovh@ay243zA<3cO}1)
zSbI+JV;A~@Nw^?`LT<2r3p5q>mDb>!LvN@--xv!@nT+(S>5!6d+fGXxL<z%klpKS8
z+xMUWnUF7!!;bAkMa9>~fsuUQbPnoM0B;ZcO%Xj<+ev&S9rH#H7D&*AY@9O&l=eS2
zeZR+y_^Oswj3>`WlupPp;#O0*YZoDC9~j*xVb!=x0FNjJ{>J}|Ib(a&(33E@VvR@E
z;aShkvl;%6OMQ<clxHm(Tv1MxAJ(dOtL1Djc$g*ELlt{9+5t-FnfEVW--+g%9mK<Q
z(yutJ2G9#4?moJ?0xtx*vLatpMbqbe<6>$)-ng0n<{`v<`XH7GTs4M5O32LjqrLh_
zwQ&z0I$Gu!pPzAt@mg4zfVf+c0$`z$Vd^*x9_v}ebsSSa*O6RS&O<cDXb{dRu%?&i
z?=Y^bXk%7sZ*6XFu2i&}&{Q;!#}ThP4BR&zN5++xT;pzeK}0?gR~Tf)p0mdv7>3YO
z*m0nzRA0n<c~Zno?!pV3_{3V6Um>u6fWRe)Oh!*@drrI83T&({*q->{hS%*n{=j;_
z*M@N~E<AYqo_bny2i`rqvG24|Jg@`r-Q~=C0)e&FZP?418(yc=+PB`uq6)u8n9b$P
z6~y(w52M|yt?%Bm-o9_U__cAiWB@5z&kH--0AFo~XE37mXJL_~OoPtCUPnKk;gG^-
zVQ#DVbavr90|4t+cp-#15c|VAwKgZ|2HCktyh-L4|I+5?BKOqSM&d}svBaWZererO
zfh_}s5hY=kQ7`3cnC(3O!|_m9Tednatjok59U`Ozu3w;~V@s{}Xhnr3R?ws1#~ECz
z(LtEC`!d`nET>Vo$^=j4y0q=oad(jm`{`Z-_o$HhHX?D-Ej%7gfpEt~5MVtT@bXN|
zmzS+=ATwsV;0v>c`(R-@T@jAA_(%!^YmOhm+(Fbo`uTV~Fg>4%5SVHhEkr_K8bL2#
zPQ0=8h#1XU?Ub0&q#FtvHix1Jh-OnZNeQ!jG;rm4QVD=(i@P{{IDts7{wz)NXjlml
z<``kp^-8qq|1zMmPv#J}QTyaGWCViaNd`_w_vz*^J*VhAl9y7<&~xG@wq00oD5B0{
z2#bT(IFVY9#xp*v?<|9c32nL%88R%|JCzIzbRrh4;t_Ynf|>}V*B3LGO$QufC7WJo
zQkQAlS0?yrZ5?ZOcx9@Q%<W<4;W$54dswA^RRjjD#;yP0&)u<_pa1&r{MSGC;`x94
z;A^`-{I}2k;$QopUj1sO`zwVPzVz&OwZtYq9EBa~altXSI-SAlR7t}z<e5^xncwUt
z*~7v*MXrA0K{vJ8ii$=O54WlFDefj`M$KOV!WOVjk_9Z~&$QCib;cedE6`Y;ejT$i
z)iAM#DORlU0HGSg<kfaO6sj&t+s=BW6%Qw>p^P<hJZz_iQ6{{xpr|@qn4iI_ITm74
z=Z{~N#$%c4VpFWO;}J!5S!LUb*eWoG<5;4&MkexBwM#}GtYD2dL;x*jBC#%EC^o(!
zvo5bKy0!A?7TB4jXqti{=7cGe67v$R3(X<1JAwBxQ7@BrD>9j8+u4)%=tg#_fC_g{
zYRhcA!UE81;AT&{chwW8z_<ib+|k;#dTqLA`Mxx)r<3Dw+Y2{(;(APZ)o_@~n_+Z(
z{M{i=n;l$ZO80pt;;=>a@?UYtFNlUid`H~BIq2=-R$A<W3<uJQR;1!6+M-J_$yc1n
z{24^d(Qz`l{+}TNkdsZyLi-TFw@psD?E|_Twu>|R)_~|xMyi*sYq+q~Ljp{3aHl1|
zb2L#wH?c0ksFjl0vXw5M&S>D6ajF2Me?nXAvNFY{i=O%52U|P7?;IqUg=z%yftRz=
zCKLmP^KnZ52H8Zs2?)wWP^U{ebHrv=m1;Vzw)KvPfoi`M!9|_)<|tn$qYTSP5=Hz{
zVNr|dr7&Kd+{6$AceKPrrIp34ZkQ)KkeQIo{1D+NB8@2?O_EU}s$|F*NEC%B$YOJq
zP3HxiIB(S3>64ong}1S#Hgg%Q)MqZEHsizgkTmJQo!nylsu-TPi&o+mQU-s*zL{=q
z_Hg+&*^`KQxn}1~V<yyt1`T*junpH0BzLtMXF{akn#`ZLWF*;TM@h0mbMeXO1!J@g
z_^j}z3Hao)ivOBF2`2QSC2F5a!{GvT_$9;z8WEj)xG$TwhBRc15&D()j6$(W8%xBG
z;Kw!s>zH%3=`CFoq6`{_$&ZHTNKBKDiiGJ6Y?D}$Y@R%I1lFXkB9rHwG$8cUqH%fy
z>LePIOq8cLpiaeT7%3kGw$My@>Ts!v+)Ff6eherdP5wSp#>&wn7&_57jo6}#ylp$q
z+GODn2F{NdJM|HQpz@@bn)o#B_=Qazcd0C&D34_X?*^vZ-!R0&q+o~|FwwYL=gNn%
zgvVgxuiWv6u_l_-h%vM$lFVK4IU4l?#D>K*A2<INvxQ>8tvDr)H!&$+w~-N^mou6y
z1)QZGr}H*Gzhf9_eyS(l_O5_csHUxPED}wYd|=Ke61R8`be%ASGZfU6aB(jV@AbU>
zw&$<aVf@`~-Lti6=J^lWE$jVX|5eJ35y7t_7F-a$&vV#rDU`}MLh+BwM1CU{5{JT8
z6Dt{FJ1iP-e@>U8wUJ2zW|eAx62|W7_7i{Su;pQwzwP(#i!F_4&4L&*;BPyh9Kdb#
zA=dmK1R(2!-D}yJg;;cC8M8Nfp(#)TF0+PJG^~QH*cwfsee=><1{(_sLf6Zt7AL6;
za~QI~VyYje5w+uM6rm3WxrzGM_~z)e&-4Q;8sp?wbSBcz=-#9j>Mk}9b-8o|Kt$9Q
zr?Te_*68v^+DwnSQy9~^JDclQZ*I<yYF7$~)l*(6)K-eks#mNw^UnOJ_ES8nP5egc
z0b{-W$;<!O{+EC8C!7EC|M<$?!vEd-gW>DLxBm7E@BaOdfAib#{(Obw(4`E9<8sz|
z6m%TJvq#1CIb}1PBr64cYBQUKO)bngowk|+i8&bJ{^Ev1OZqXAM`Rtx5+bPuVB50D
z&#*c4#pz52IN;zn6xY|2M<97AdK?(Y@Wadr6gixc;5vf6A?8E5OeXQb*qBZy9~rBO
zd-9>;VdrU)13kTEcvx)m6iK7uhm_<QCWwqF@;l|MF;a$KQb?i+CWAzNC(Sw|!2FUl
z6-_?eO*q+2UMa9aKp4)6DqDw>>%NBw_Ib{a8VroJ7BChv$%pO<iy)H!*j1Ra(aC4;
zBu~j_>FOXIs{r3oH;L(>OM0RdzkF0y_3k?&a@eHf+xXG#^sF`x8b=P6#0ZHlY#}({
zO5%RKnT4jpJAfSLL?0q6@u(y`k5pl7s&;<aN)}EwHIc_>INnbK8_+^fgu20zs314-
zC;(ZB=R?<JKyz`Rs+K`NDxphe+Lj!%jWW}=coH7twBXTk9m$EoQIav!4u2whl1~mI
z4vO-V8{qa*FGpLG(u*)#^opywv|X@-(}S6I=M!m7Izjk`>9cnzO7%{?ngkvd#_%NJ
z_R-O3-skq1&_23+ex^<pc=O^ACj=uNZhG-H)>U!VyT+KpX(FwRt(eJ6xlxF-(|(zb
z^rM4uwZ|*v{hJF7|DZp>-EP@nzfvgDemc!VF!#z<i>u92sn$>gO%JJCz?D2ND(PV%
zLDe{@hqkhwUf9#?bKSTNBBy8L+q`e@TwgEMLTAp|33wqDTRcaQbm)erV|y`10qW7Q
zG!|xW&{%Yu?ec;5{l+kVl27Qx4{-wRbqBCL>wa(OeX?v__xw5>Lah%S92B&A)}5Az
zTU}JmUro-n-rm3OukCe*cF*5q=g}Ck5C;5Z#1)AmD+9kwY+uq}CiK?KU_bN>r=H?V
zQ!+RPQTI}1AW=$|&H;l8QDIzaa}MQ|HxBuLsuPxTD8wSTu#iufRI5dB7EQrdmt-^|
z&5|bd@5-#@bFCm4dh9P1IVUO4iYw+=n!Dx%gJlbGj64x%sP8+7`P0DG07h39;us5U
zB%5&V&#uFGl_4Pn2-E{PKq)%v=yknp-w6=8NT6Nc-h#tvhR$F<R!El#JCNsKt%(AZ
zijizd#;I#?EMg!`J`pq+&bFN(j6&pfZMs>g@3}39WF{x>86qUbOP14U^n5x}p`($H
zuWfDbScO_XTb9LfJmo&L-Cj$SgAHFbU##VBZSCyZ1ZoS=OPL3#k?tJA*%9Um4ICb|
zDasQtQY)HZ8El7QoPp8keHbu0xJd}7PjY31Q=jhMQ24)QGP`sLg;|>BtZo~HL(&nX
zuor{k8-g)Nho3P5Pd)5=4eZiTn{ZhXJfMjN`Xzekq|0@D*ZNp0&tTYjvv3L2_SzxS
z+O6&oEpK^t*Bj)}s$7BY$VDdr9ATT@+-fe1Q!~VKS{Bx>K7!h`NGxPGLgn70yQDOs
z(gT_L&*T(H4m_BWf}jHkK-;6pPQKTKL9SvS2?58c3h7I@zaXcAS>;gRl6@(YS$AD*
zWRW{}8@Q9>U8#$i=s+!#$y(QMu5V<Od|hTi%hGZa>_U?exeCtg!bjPn_}Y+SNIz9#
zZ6FTpM5!bEm#jC%k69h~Dyzf8r&Haxa|2x?o*!4GWH>>?f(|Wdgx$HeQ7x9#@S@{i
z5<7$f^9D^Z#`XuDcFu1$2<XzXfG-zIg|OpO;0Z{<S8CPOiSPsjcn_nZZR7Ct9avp%
z%V202TwO6x)(p-3)*8kTyx|W>O5SEII!+3W!X39lyE4&~cMpLGBd`!fL@9^FRIF4@
zl7I;*hr|W3jp0JdyOOPUJcI|JEuH;Vp9i(U+BF{BQiTly3ts?Ie^3n^o({SliVWf0
zpxpNmi2wr{dIoZJk4*jzWOBl}vIgjegMH<AKdxm$l-R^3l&%i0BnSvdX&Y6OnLBhL
zj^H7_0U8oC4+Pe(2VDRXEC*X*d;5b29{sCH7LGFFte$i(sTAT->?0+d6MAqLaJmOX
z2wf`I#m&cvyw_z+hz<x0WRw7Rf;Cb_Yl6_V(EfMLwsuhoeL2-$9PQ7WY>}#4a_6nJ
zi$UhXMs#Kj;w~&(38@1llhTf7;RAeuF5#n_?7%L3wh&!<Ks*7TWFS6t5#5akp3z4R
znikvq7;xw@VhK?znS>7&$fY!sWU+Ku0j*q%Di^?^%%VdAjM@!Im58MVH;I^r2Tjn&
zt-Y?K2%kZSgG=8)T>9tt`dJKe-|M$=MIX&YL{FxWpa=jVr0y|Y0h)U6zDG5Rkc#yE
z&p6h{4Sc?Qh-N_EA?UJZuQ!0x4zQzr2wp<L4NH(=xU7iSiXCSUrzePL7OE?{HUZ%Y
z@!=BDLi`*ghQ6Z+F4UpwgIuNk@cv3A*AJY#@^g6?4ZAz+wlJl>D?8*au_w3-Z<+4h
zVZYsTNDgyu{S$BRVJUZsEj~mDjActof|y2eWDs6yWgcdI?|zFmWYuJJv4T9#)|1>r
ztytoP%*7ek7FMNFCjBsJk+2ez3LQ3|D>DLas71!YE2HDfzIJU()pUA8jEi`^i;OUy
zan$cz&#6Yer2{LZRdPaQL|A$@+wAtTjlffxM&yn(JkzE#3k~xXvBUx$9QZ(@;#Q0X
z-=HNN{kORAj8UtGH_{Rxxy3SQhSZ$^j0Vk+aSmkWF^-*a4n9CQ!VTkRjI{Vule&?b
zV+q{x5kWhbMc`U2GQ5%C4YAVGzH*$&6Zj^}8{p39P%WHCxU{qgIRtGwLDZz*o~KW8
zp=$W?Nvy)?6Ot4fSwyfJ2FYV^8&gIpY3Z=123X@A$hyTogs59>Z$wExFF>>V_-G8M
zz#{fG@Fxb0*f|m4MvI@51;T3`qNRYs_|u#*(!}G_!lg*IgSM@r;|W`e@WfKN^8poS
z-eKOkU*-dfxi`9d`B@%N`uilOPSNqCzfZ`V4<{CYNBNx(C&fLj;eWJ-6F2MWIu_yK
z(Ng?7W#%6DfhA~7llfya@k=9c)^v_JJ7LB))zs@8B2XYMC04$2O2tc%r}z{|5XU03
zFw01YH%nW=vx0eEEX#8H!ChWns3K3xP!R3j-rPcdZXy3<FZUglcv>*XQ+OU0*5CYv
zH-7$~{KcRCgFpAq`oHrh3xEC0fBxEE{^j3Td++!B*IxT)U;ev)YB@d>qVM6-sW`3C
zjoRL|-MT_`TyV^-(PywmSABO3d8Q=$)tazQ%c`J3Y;a6A#>w{U@iYEZD|TfrW9+;#
zavc0r5RWP8(%TtN<)e1(-^WSm{CGZgP(A5*-kzV&KkE6sJ@Wy*Z629pSvx<W$1&QY
zS|Qk<kt2G0hBJB+l=&gOH)>jDjch2tn~{t?)G0k_LF24^eoQ|<rsv~*<Cxx_pVO0B
z+wAA`namF|?6YRf0x=Ox4}Z(vY>5tNQySnVd%8_yjytsjpE7GmHh_gU+#U=MD3XQr
z14D}~;XfJ+7%~=%GJ{Qbx{I1VjCH|_M2>|Am<kvR=NVkJ9(jk^iusN(vF2;lu9~l9
zyJo%?qpuWGR##P{0F*1{djxgOuG$qdw`^8iqrkQ)5no64nt&zY&)j)BR8&~DnKSOf
z8QXnic}&tz_qQH^rUa+E>xRo+qNkwn6EqtG_r9`C#&{yACoyc~4_ArmV67@sI0dfS
zMOg|xT%vG+3EqJeZ<8WFjs)5qwFXgUH`+A;23Ui58m72Fm*6xxijIs+V1i24Rw$AX
z8dF8ZR8|{S_BP2@V>E)MfJ2rF7MFEfK94~mDWkzN<sK!9OzfeAP?-r)GSfIKtr$>G
zLUc&u>=;|}fJx^7n-c&i!MAi|egv?QKZpqQc}k8Jo-m}Ofj}0Gm<y24DMg*a|4J^g
z2at>$CJP2GdK6`=h%JjhA=3q+B<MBr2U|5V4~V3RvZACeOWJAVPn9)7dWw2MF$l(=
ztan^VVQHZ7ios--1fD{gRFN<r53w4|<!Ve1tG<;#$6c<ZT0I70B~RwT*15Kd2#|H`
zwUszm?KrSMH&26)QduQ@<jkt1HcFm?WCb9IdCcFpXrGBUgoWp0Q_dCIpdvmJ^lkbP
z3ym;?fBBS-vA3o@>Jn3xv97j8xP+s`dL)4p9uGlxj*xlD!4y6`+8Sa(nYWJ+JLcs+
zn`iU6>h4kFHv%>vJ?=2*!cRR8y3OzlkG+DUl=sh6NCq})IYdYX!%&B83zo<di%km_
zCPy^pnx_f1Fe$Py51_PPt}8v9!o(WRxSrRCI};g3pGI@TmU5-zE>j;5L%41;2>-q;
zH&@_pwx)Js$OV&gC;VQx3TiFyzSAB`|5vzYxrk&1_hNt87{EbXIiNrFtC2GT<?=<&
zRPdg1Wx(C$kUaVr8C*qUm@;pE`vP%CgY>%JzHrILy+DyPazyJj5kX4&dI{$|xKhEn
z8$`7lgDyOG$vq7&%6<<HPaQab+Iu$ndkUv4%0nSIaFZt<xvY8*8(v>HFD_@`)CQ+7
zD}afKXTj6!9z515>YXSc;`MIjZWD@qr;qZswFRGVoFlj4QV16<v@wH<a4#}Bhqajm
zAVCoXy&{)-uJ!?WHo86d0d{)>tJ4ClbXAG)C(k@Uuw^*Y3a<$Gz>()4-3*0YGI86G
zaFa6*W$<{v<p}q>i%P;SB2-@&e*5B9=8R<Rw=bACAYFtUUgQ>N7j8Jd!7p*p>(eGb
zyb&+nx<;YCE@o(Br_qKFzlDyvC2mKeh=3gthxps@AdK~=yp*X6zI0Wm!v~Oj1>sx=
zAGb@m=&9A%r<H#TeMTaM_V1BjB=za2w6vOV7)QyBsE4QtY-<NG2bF_jBpM-g_XT(k
zB4~BnCJEZ{zIQ<&?!et1wh;sP<?9=$&nQSW94vR$sjt-PD~**x2~NkW&Pv@|sWdCa
zdb67MoU$IaJba&xRW&lM7|=1laaa)!`xKxlCj&Hz5KOd8G+u36q&}=w?^es%Uhpt$
z0I06c7VHZ4mh#z^vJSoS<5OWI^3|iVRCV0ySHIuCx97vP^9MQffS6_Frs@NQfZ6}b
z^_?-DG$JM`32@pGe}@UDpBNKArJhO2+^T=$5K;^_YEELP8ga?Q6pf@DhX5G<xg>^h
zqP_39D1A>+$^_kr_Sd7;#Yl5AwvxGb4%_Jn&C&DWY5NrJu0MzW<A1Mc7!2N$U9(Hs
z5-uZ%fu%tag-83PFKxqrA9}Zwg}X9bm|G1?cF2L$#x2}{cYqKl9jgZqZ|Ul<h;4~a
zKSS$JzeD@yK%>0D!(vhkJKa`)NHGKOnQIbuazM{8SLiDM4UTU(jt52fln2fMyELEP
z5tOLvt)kN`dHH;^S#C7krdKRAR-H<{R;lG{ReZ(kT3K^1JSWTBSHo_SxL%8A*jw;+
z_YsOf)wS?ODuli5du@1mGvuoykhg<vXRy!t!g~)dUmJnrI_-_S|37>09wXV6<_TrF
z-cb+R?YH}N+tb~)dnzI$A~Pa0YixJcBg<9YRjz7h+Mbym@Z5;Fkr`c)5!vymsx-sy
zz-Zak0xMSR3W=A1MPe5Tp+z7-fJVb0?T!S0fRI)^{y<0z0wh@Y16U*$e&0FgJCA$M
zy>ai&EZZ|(+3t#nd%yFY?|kR|J?FCl{J{~BK$QwIfZ;l>9k?^$M*RVw|Gt}!@4<LF
zc%rJ!X!U1<QE&X1!w_j!cMDD(S{g8d(w126DBoP++4{>-<<r>ge$8DxGdH_<PpA>X
zo$xxgyEuq%VN=EQ2bX{NC5)SxG=^#537LMmdxh31=wA24d5gl`tu^Z#s{G62X_YP@
zqg@I@jO;SeMvE7N7ib!z5bOw=)n20)sxmLaH}?s^*KvGnR5$9YEheVmC$sO*mSA6j
zz0%vW%euo;_U4b=;dRvdxUFS(XQagC>z;Iqw*A4G@2?slil+jj42<H4GX*VzA`<oX
zeCx*e;1CgQ5H{u=goQ%r;FT)=X$4!o#}uIJS}ph~uE{glPsQMx!H459QqLk*dzbgV
zw_>G&_o9bXdUF@Lgdv3!;b?i!#~>Ba7sLil!9Mh^_I<M2aFg^%q|1g2%iL!5`GYMP
z#F>J=$o!lXucs=4yO~l7_=mZGxruM8yVR9nOZU{3;2sF(=m5d`N`0+U@7C*K3pca&
zTB93A?N%pjG@@Q-qu$l~5KC-c;`^CEQ@at)x_T#m-SZ9!PZMHQ<0^l=Ta96tXQ=UL
z|K+IiE8g7_J)y=gcLH{|1c+~4h|QJ6&&6BK<^9<Z8^a2=g?4vc?<3RMKAyJ3^VRNZ
zUt#_Z&gBSlG>fWiY=w=6b|J(#?Du)qdIJKM(Ui{kl!*ah4q=Sas5W~2qwYHY*i+qg
z{2aHIrsLjr{1x&TD7)>P<HLiL{JKflWItw}FL)5806AMu{i6t3v+oVC$We60X1(6R
zmeWM^{GTAF0%UskA>SPK@S@qE7YMB@{@!w5zlYH@?*qdoOx<SD7^&ZQbNRko!+WD1
zlGcmbk{c0IzL9PmxXjF1?hMBrM507>lVzR#fHA1gU%M;q1(O%aTR5Q6B}-i%yOS}b
zl{7PG)CcAYdFuc3i>p~;8V(0AqaraRv{UAuy2<!A0}_cx5bILZGzecQ>>Xl{N|C2_
zN}xDjme5^D`pByE10i(PH|5#mG4M^$F^G#tl`=P`S1Xl94PxlsunTh3=@XWEn<V`V
zn3~}IU|XC#H!GE9jW6i9S5M`QJ?xNdm12b&9Kk!A@;<ux?p55h<t-QD`T6KzFrwgR
zo7;Q1dS8d3o5CHu!;GwQ5WAVqRfj;FQV<TohlpW@P(CEers#ZJ5#+rP+G8k9DO4P6
z<W%&&fsmk+Se8PelH>#e?^|F)gp?l47!qw$+)@0WgyInThL8_P$uF_#N5Na_F3Vi0
zi5u)&!LoiM8_dsj&qCDj;QscVU;nM;yA%%<g6KmWY7%`NydxsOZvNIXLi5QWt8^ED
ze1oL@koF*8s*enHL-r7&-`J$6hYP5P5R4A7=Qe-qw>C*VkxrBxp}hzS3OP7?lfk2C
z>ZdhHqZFA_agx&r26X4>BSgE?qhSiQz@QIFj~<}1`$Uf(j2|Op?tDn%eL|s|iUTMq
z7<h2V@UmU3O*CXEMxUNVS@AdZr7JMsly~q4W{3+7O(5nBc~*`N_r)|r-D+$TJFbmr
z9!wDIP$*64hYamIiXMwNhD0194E8DQI0>g_@QSHeRLZrIESmS`o!Vf$OsnQ}nby~8
zy<Kf?Ag#+2x*zf;t@%}>fT#hMzFnFgvk%CZq8C9g6=GXg`VeA?ml92ZYjZ6YZoRHn
zH7=S)AMjB-CP`~F+THeQcfGk*j~bnoPA}Y8Tit*Lq}gmV!nQe9bDZ$!V{?ud>Q`dV
z<(%WUEE>}@H6}#5q)NL2vsay`wJnt;laa<=vk;A6zvPw{YXiUgmgikU@)tv}L+U3+
zz|B<)OsqNIanY-{i3%8*zPofv9IMi0Xgt__vI{=j{4&(|G_Dv|T?t2)04?4Ps@J&(
zUc0>=hp>fAdW<ai!XXsXWm$_16|$@lvV|jAg0OrSl?9DUyk_S8UWo~lUmE4@7rnry
zTte=-Bjbp*aYM`AK`Nv=?jT(5d|zs&60F37mkbbz+pDdp9={-ZL5Mgl^kT%B)+bo!
zhX{{9LWYPD>B=(yzCqqt*9W^F&G%U|rQjd>&+@ck4#$tH!{`wVF|>Juwqv3993{W<
zHen8DZ(o7ALkPQ;aQL=3+P_Wv$Zj-wTbv%Wy}&D=0%3!?SAuK9-3WTiD|D<^^aQP5
zw*|`qXry2<u)49f7PeL!8=dA_uf7q5xNdVlvgGl36s`ef?K*;!!zhIr@oMaO4Yc9(
z#;;$Gzuu09A|(I=T-E@hb^KUYry7@du2{g&iS>fK2e3dvuzj2#`PGa3>ND8ZT$@Zn
z-HqJFml#5|t@h!)2V9zAe!IlPP2cI#$L}voeNSVLTX$EotUb={0M*&d`&VvnyYGDq
z3=a_g<idMTd!VG~hPeKxVN3CJcP$UEh2@3Z1yXjcpSpdWf7kNV#;hy5XI&6DVTgke
z!IalWr}*KqAwFNTpg7xIZ>78904*)0f)SO8%}exlFM3qQa`MJD8D>M^qHOS_M5z-Y
zg8+meSQEweLVM6=TzI?5{;-PpzvtLjbYatmJrnkRkQj}T2Zn-sL;fUcWBdXySR#@L
zRFXBQ9TZj;!nV*dB!sIbF0GceA~F)pJTy|010+R2$`2SN;&!h>{*#1R><}>PGl>q6
z8kmwo1ya(3i#4S{Ao)-Q_h|*#3+6Bkq!{`T08AhW>P37@JqdOxUIfkce!txg*Bi~w
zT6<-!-KB)-VW$_h)?2M^6zaW|O{QL>{Rh${ByJdOPr7%Je5Xd2Hy#<^r1$icQt~K0
z6%r0OFckq4JwXxyE~Y<ueD{ujX_AB9Gn{|f>U<je*?aC9w{SmmIz#n7_rn`%Pjg_Z
zp7lqMnv^e$F#X<^QZV%~WBl_ahG)TbKiPV@)5zy3Tg`p98;)Ehx3}zebCEU@TA`%X
zSLNjYtXCA9$8XwTVuse?*<FpAb(4Eg!e>Dev58&h$2Uk4E>#?41_ytC9J-NoC3ufA
zg;jCzm3ER<lC+CAwq-wSXl!bI-=DuOtn)NB1@kwZ%aq=1XhYfNlw!A4)~~me$=h2}
z3qsq_{D2Jh%=U7nLJE=)InO4$B;JQnyp*m&^efHf4QznT19^X74mcU_3uAJ!=vQtA
zv?D>zj(ud8^38OR9|$6MVKj&x1ffJkN!ZIlb3@yjYR*~LDle!<tyZ(q?(}=B^=PFT
zcH7;~YB%a_G|9pnhB-Wb{+2@U0xkV?PonWq!wrXdDfSinMR@4kf5gp5zX!AR))9MS
z<>nCgJyQm{m;01PhO2Z7-oTd6Z^R8v7rZev2C_?UI1Run@<DK<mu^d74AHG!CmA;*
zf7!)A@9*eQEAF7CW_r1eomShHEV*qG*tZWyT}CdpU%UKtJdBV!vWL_<43j`X*LIW9
z<jpvJ!sZ{HF@DS#zU>8p6-b0kg8It(eLoc1Bvl@@d!HJXf5!{F#TF}E^RHxs;l^(U
zhQA@U;mgu@z38M-%PklHakYNx6r8r}T=Mfpf^F|GvhQV7iX@45_752Ht!&7<;TM|O
zKU@rIV|K>?Ii%FCr_LPt8ad~fE_alQ*Ehxye1I6hgPx%HwL6JK`J0D`0Xop**i*xn
z(9tmpPYqi_4krQJNhWI8f|Hp1a|ecad22lEkzI5ah`M?(h^G;^2xP1$nmf8=JrbgZ
zi92O0<R!P89k@HlZ8n4QoGZ;h`3V+lEl6?~A%XJF{f{HIa9Q&3=MI}E$JQ88_%5z7
zOoIpaz3{N3dFSanOo8!0uYexT-5>VsDqe9$v!DP=cLo6uCgUfXNge{XcdW*{vsqvl
z?`x#K?CN&9>z4$J$ggZXKhS#^)8uKiRE9EuyEX`HJCl%N;o9TQL;4P~k!jw#>$}8)
z+ZT2iGdn$Fgf=LQIZRRLiJ77_xUFBz#r2xuJkv$svw9>2#BP~~L7#~HYg~<IRD25V
zSOk0K{HNBiiq$};m>O7YR;AdWkEZiovjMqHV0CEilbu`ZOrd*Vu$LRR>aEeE0sIXq
z^&A&<&plh_+~XcKwjNn!VieJ<+72wA@6R<_mm`VYk_01qq}KFnAr~hT7Co%o8DRji
zOwFPvx;l6C8L)%^K%YRio<v=oBF7_~cD0w$k~_0p7)>v;F2?mI=A`0s{T9x$(L|&U
z<f87Jvj7}%gxdwTkor$I*j<^$D_Xi$1Z!u-^?`m2LyueF^F8Ud%VfC|PYF|MH{_=9
zV5awvZ#ms(;4pm5CKGF;l*|B`yZX4t1A|IJCA9x(H9H60lxFDjU3PO74OVmAvmMiD
z;Oz5@zdaW0CvfxW>+v1y9L1!2xB%_ZHDrhrK2y5@)Yi#lgF3zBp82?KOuz$c_0ERe
zwi@N<7vn6#0B0b_W|iWV)lcqX!EM0=$N9+u^AF5zoR92n!QJpo2Xc4BMxr`C{pR4n
zJ}$UR1ZK^Ei@Tc&y{X-fhLlv5A>5<JhtY@>k@~IB?djFb+|%5J_s;#=^*OmyGg5cy
z)~};p28NqR8fsQ#w-<nccO<UD9VZq5mXRK;Hh1;lcXt6BlCC(GVZPh3HsGBu7Co-n
zo%c4_UGhI{FkCu1XBkNc!`|CyFUAJ2l_rC^qs}JI-pSozK~V9Frn@Ns;?_;BBGLEq
ze$B5FxaDgLL83zx1dlU4`rQ2%L@2<!mOvs6X2;sM-AQEdIQ@`l)}8zJFp{`gi6Ol`
z>q&Anxrvr<&pXmsi;*Pia91h!fOhA;BLNbcZ)OohCJ!JPW4!U+vJU(1{Jw+4>bNWD
zu^i)`dMl0xx>@eo4HR&#F>-NK!U2R|#%76pS-U&NkrNl$eT_ZVtf{@O#a17EL37tT
zyM+737O=Q1axQFcJ7U%fZtG!H!3~U+k`^5N(j9Tiyo2m5$QFcw+_`!mrz%Rj9QE#o
zoyc5e-6lP-j*;$YLbt-E2!}vM?^15<Om4Z4ceZP{hT*R65w}8|;q=8b@kTerWyZ&_
z+Me_@LU&$#98IB_n?|=_f6k=39c@HKZl^hySeF)9muu;qJEG*i%oVxYt$g<p5?}NC
zScUeX-Q}7%&)06;*yfUMXR6mj#3m768Oq((Bvi&K1OT|sTV0o+&)f#wi5@>^xYJRY
zka{j^KXA_6Nx0heVL0M&2}`l&2>$@=B?G-g#F!=l%pt&?CaN~tj_ebDtj{Eldy$@q
z?lDv$!FyZ*=%i(LuX|)vpu%`pU%T|E^>R$YIz9HT!!g=+Y7cO*jwaBwuwJ1?vq;-1
zUCCVn-U~c(TuzE=?5XK)Px^K3ZlqUD4+eYMxNP1TAIRNJFX(Px5ev|&zEZ$2l`ey0
zKs9%_i_rswPPe<`nNZ!eB((0SiQnp8WO|ZFum<ZcP9mYV2_){~2B{5M6L1YK<7Eq_
zs7ZskOVwwH0_87EZ)&)uL;CbZT4AiKTsUTqXM%ru?I~rcSQ&*XZo!ueRlHCfm)h)#
z;c|D#^E6R}{Lf&?vY9gQikR=HPj^^qu^}xF@!ob<6LVIiGbj4hii(lAfmo+g?5O69
z>WX_}D20>IeSNx4I~$AYKN{a>-H6+w7*5w?AhwY4mJ)BcI~|22&QegiE4_ZJ4K&?@
zq<qhZRn-YDzg!UK#F>I?$GSJWM+%M0DAatdd9eL6MT)PuBaL+d)RebXM9a<^&H$uD
zt=+^8`cc#)y*tiixNDOJSykLhFQ#ya!6~lc;V`CAd@o<&ZDE{zmpr9zKpl7wk>$*(
zun>-&!E6{E5yvNRWc1MC?k3DXSKwW9+Uq%sNXaP;3o8_kyCBP<L2_I~Zd0A$8_Qb{
zU`&uPI)3`Ic{Jxm*;mEAa0HnH@0RXnDv4N7!;T2fr$}(;tSnEm?}=NDwlCN%VULq-
z@;p#R3SMgzHf#9hs`hEvjs4g)SXyK^mgp5VUbsWPB~8Z?V74g{!=A=D#z?gkBK}~Y
z@s~8PmR0VMSbNUho{~vJjiYOvRPQs6IGG0oBnN^Q3gYQ-I}3g?TmFd>Y$;}p=I=sb
z0>`gXY~Vh2htzRY%grup26v9^+bH0uO!v#^Z02Wm8^ifw2%9z_V$e)aAqGnOq*Jnp
zk7|3ToVc29%SKI;cFHr{Q=}Q06`_vo*oFg`D8n3?_B7?(9tsy>VG0IgwC+RfABYY+
zg4=u_PS|84N6yPIZ6k7EI35iNCv2?gH<>k)q4s!=$O{zlm0$<6?*+k~esDORBNVK9
zM3_dDU<kHymCgj03}N-Q2lF^0bp~_0!+=6c35V?Qe1^ydlM!HQLGT+ur0O`BM3C@T
zU^s{K1zF{7Qd3~!Jl&KgcEU=$gW0;tt$|xJA}@qJHlI6*5{l<RtATiWjZOou!K=Ma
zZ+)%4y4qUlhO3QsJL)w|Ow>!N#09GEhO5?-&nSqjK4C41OTbOieslMVC-=f#V_qY!
zLE;Ib_8E%@AzdM_q@+CjBGs;5Y3YVQBOX3LTnBwsw;s<X#_UF8A0K=+p>V%O36r?E
z$X3v`mQRjL=a>R+mj2}FbiBb}dCF20Au>j7MvWC!<u6Z#Ph-n35DYff2Ql^|7;Fr{
z?j$`t7JT8(Jbzq!<3IY;_eNT7?O`c)MS7UBBbE;5>SHhStLR?H<=)&KO}f?I<PkzQ
zAY#&LtzBIUd+oLUI$NhLhR|KgNMG2Mid)1|!R1q2_nupNe(9_Rd_jGCku|*XnrbeF
zOH28yO-1r*0=r|8TA+$-Om8OZ!4;1ry?VJUP}gE?Z}{pv7~>$O8JwSc3z2yMZbtoZ
zK0Kz{Tx1?j+ooLw_?V69<s=Wy-dLcPEIgi`j9a!AsA(}aPfx{cU<*{Y5ZO1A9K3@A
zRtR6XGQ&Oxy4RC6x~8lJnzsm-hn#ITH!U&Ca-j2!S6d-cpl#WhJR^4Jc8Mls;rVv5
zr#$Ah1)7u#p=X9blqX^bmS|rdY#Ocna$5aP-~UdWQXsrlo>ke7)#FtJPo=1Jjg<hT
z3(LkC!eIrU%%FVRn_V$a59um){|WA9tb%!YSD8!M9#abMt3Me}|M0H|52D^=9N?-E
z4)^}>uj+Yvk*;Gnu)wBO+XIM;&UuLRl#t^*zUZ%~msC^FV^df0Sk5C9yncFN>71;&
zVlY%t{yaZDZN8r6gF(e$uw0=lB5RIn$I`EQ;_UU{|N0~vF01xirw%S9KAQ!Ks?5u(
zJn4IM+MbdWwA7T~tSN9V-sM;y;)X4#hq7&on>nAG)K#^z>s<B^U@|l4;kNAhU(+>R
zBO&Z`1!hc0RzvxZ2h)8@;lfUCxITvy_*hed;y|Q7p|m3icJ~+#(0%01odLlV3Gq50
zN<;-irj`(6MFgb_maoYQ2VGA+qEV`%<yr*;FmlFUND&6F&Ay0&n}eS}oPq{Ka2$ii
z;3v_X!l}vVZr4WW-f3`m9PQOA3f<d?SuE4WaJ;ry1Qe1<iHtKUE*x=!;)~(Z8mNAd
z=~ZNiGlU0@M>E`$Zh(&m4+lcI!lgbC%@Wby2Cz?>?2C{qwaShPQmR=?T3HIsraBAG
z^5`DrLP(th7nf*41ZgjI>8*H3g^<Juef0&HPW=E~0HV;#IDkxtJ}`?T?OWh~UnH8L
zmXar>XKYa8#rS|l<rR#AE+YE#Fxgai-)X$N$pb++J|c%X*iQ=s*^SFAI6|satK1hM
z3L!A!v^$i#h+2evK!_d(w|E42I}G5}N$I3<p9_RGlUso3dvJxUYzi4oEdVyj5@pUE
zL#EQ;bRd|LxZp1djN^VKhE%xpL)nB5hZsu9alyx#m<}XZx}u&^+wFFPCF=MhV;wS~
zhSfW_-!idwra_|56Y~+Nc;p30$ezT}h<IezD(c!oTt2~IL>r)iLs2VDLMJtZOvpT-
zfQ1oxjmmBpJq3wdj2Bg6EiESEv`%T7s9SiLjmbn761M=3S{)2UAXO13D|YT8r&j8D
zGdy5Vq{1euDhzW(W2O}v^I}9wq1fA;GOHHckY0zwL!ye}4$>H>9#J%iV3<62uA*UT
zZ!?{Nh~jkRL24%NOL_l#>x!=^-6;I!wtnF+!RK~=DRs*B7nMg;e?fhu^cSV`pTD4W
znnF=>L-sI%4?k~VjA2bj-y<s*f_h@9!tyrwLQZ};Gq5<joTqeLn7y=;ig*_2%1UGn
zQv^dtI7iwppac|$5v!wV_~NI9lopYFs77Tjc*>NuFJ#LYwLKnD|NZa&Wg0Lln&TBr
z6Jmgp=X%;F*n^~I67y6<b!Bk5tN>#N5@b-bOXDXT%F(8FI*^E5^PA$;074KoS2y)y
zN&#7E6~UqD0DkjW%5a$MB2We#bkS}svq+~l5jZOfi=J%)dEi0LvstEj+YcWiQWve1
zgZ?2pqyp*jd|xJPlPLDXL!>_&Qv_@!HkXr&CahQm1fRJ{@Q6b!e#*X9fz@V&sI-%)
zMw!eETdAL7)QZiC*{!p-b)r4E#37{s!s}uv3<n@}lerYgzIjX%e;Qv>%ugJfMv;)|
zy9;w{F%mU8%gJD*_5x(!g+(R~I1{K0<QR=An<5e@HtMW^sk$dAi=X}DgH2xc(w6p{
za*=$C_iN;>iyn)OPWA#40AR(XaBCBY?y*jRi^)D0!`@nBHT}WnO*Ohc9fX_W90JQl
z5taq~#S|mYx)j>pa<|aLLP#n}|N6m=k|!x7HWVS$XdlPeu_v>d`m7l__o1pppMT|-
z%9H8@ei4=z;E4t<GJKa=S}4}@+)RmjRgLG89G56~q!MZ$P&hodwwNr=gF^91q3{rC
ziJ&~!UM)ECRL&cR!tJTt7111nT*5;?%~eIgG2Ns+Y_OyVsxD(EryhLeA3Rh~PA9A&
z<4gPZc+i_8hTOX2rfJ_#0_uG{4(sFg?Ksf4k_dNhQ&i#E>gOAZWv`0J@1O6=iTOFN
z!f}S`TWb8pm;IX=eY*M?md<0Uox4gT;ysJ>C#MlJ4S$eJa8OuT6W6|kgNBGGhLbMA
zpFqkw34cPCl;CCs)20DH$>~*MC|`(&G$X_(mo6&ACzsw(Na;fpav6!0I8;3rU`dQ<
z4{AEW!VpnXm$C48zcSz{3Q`UT<QBHz&TivrZEtEnqu2cV@*Wkd_6E}~onlnU*i*qX
z3+Y$(m8m{Gix9$1k--Y33u*zU7OPj6ws43#Bx^zI;e{<3bliG$cBj4W{9LcQKbzLi
z%R9LL+!@io)>F-sug&CRA)_<-&LhSk%q`&2qX<4%#SI$ijhLG+RzDk!k>)F$R0q>4
zoqcr6j`oGg5z{s?qPS<55>nH2(9>e<%84gv!zAKbB&`N(e7dG%UDV1Gd_DpS@ptjY
z?Q0)>xOMmbhqZm?>iM+99!n>=*h`)>tipI&WUJD|tEU+S6vWbrW&XyWdNlIVxY>_Z
zRvN8(vt4hm*PDH0plGzB77SiCItbmnzS57P^-ddNfj%+=ue4UzHo|7qUhl21hP`gP
zQ&*Tb8&SB?30IokR<qq}bh{gkumeP$-b#Bl>b9bdXuaD(-YS$|U2CkbHT&(T+3wdv
z3TN0`Wox%hB)ICXMS$t{V0zQ)*BgDLA#Q{#D@cPHt|94FtJAIb>z#VLf&5qDdemHN
zAQ2{LYedZkb9}SaKv7ulY}DJ3o_AW!Zo7>JthGChFxtT9TD=#xH&!Un|4P_gZHM)Z
z{(60_+XiJDO?Hvpq%_E_)=Gb+yM}CAy-w8JSnnYkW4{6V>aFfZZ)Ky`TaS9pHgXAU
zbb7shqt$G6!}V@`C0gak6q|S-t+x9so%Tv23}I2UveH=x9UI6p&|dHKRvT+krv=Wf
z*4O*>_UcNn+pVvywbuGkH)`pGH79u()NB)mZrBNj%gR7&>bnl9Zc0oi+90G7o)HKC
z`(OEkKl5huul~`$^80_T^Y8t=zy9z1pKpKnU;OR)-}-a^di#9)#;5<*zsY0C|M{HW
zBAZDHr*JKggeio~_Y7l@<_6PU>va^$uM3WoM`;UB?0Xg)5HtGW^2d-(gp=;x^0k}S
z9_%dd;GQ?0d`wq#Bo>^`s<>l{ge=ULUdQ5?;?Oh73h+#g>^HlJUj->@@=qP0wXo+>
zMai2Jz|tD#l6B|38Z<6dD96gdbbvfX?w>lt7gO(Cf`FLRD?;9L^-|?hB?yjD)kEkY
zl2BR`k{6fM_7I{P{qv)sh|-5j;O{t8KMIwl0Maz=kjg{l?J27VB4jLKI-)9wP$e`2
z1++m{yDUi(zIv5H8X7sGlGjKf8q(rS68z=S4G~TnI7d_vNi@fzC6cI)sw$FLT(P8-
z?v>IPF`HOvM8DM}@pMID-H}Ak7kzYxswbg9vg$o1J(8^2WmHUln_HPAaUGXNNn$%L
zwGy{8AyUn$TS_gTtzb$m#==6s&PQvRQp@L5HKmpp3Kg$D&Cxf>@(Yzt5=_hpxB(o4
z{z)RV<<>`1LP>PTr-_pIj;M~3NIYtzo>K4^&`C*L>cn$Y#gs&LY}zS_?wC|m3fW>k
zl?3D=c?>EmiBN7#KE0KC&qoW-#h;J<#(F73c}3{bw-{FU6wzTx0uy7Tj3P^-GTN+6
zV)H4rBudY2%1zC!*`l-c-gqDBEO!(4f&zA7mn!h&ff7vEpg3260!Wl`*`*3>K17UW
z2N8~5e2@bKr%jK6lra;$gwz{d+&~lU53X<DT+wfl$Z_a^C=10)m2f^o+SC{&@_g^H
zExc5rET)vs1Lk6MpwxeAv^kkaaIr#s6bf*D=mHC!H`^u>`v=3G5Kg*a(#@P$3h_ua
zd8hl}{Qwub`lSlVkE33dvVG#hrD=+NAzP{U-w)QwIWrAPq{Wg@$Vi<7YPGhS1FBtX
z<$zkxg$s6aYYUNW<Z9$btyx>ofonAvRJ+#Bfh$iVrF1C=vPQFp>-!~Aw@<?AbUa6d
zY%$i=Ro<56rlZr+T|%Xh&~kvpFbK9D>_Nazg-LpTH9*o*`hnmZ!erxWP+*ZD{K`~|
zaO_Q)<Q~j2dF(@rNiWI14t6wErN&opc@@$6Oak@)B|wE$VG($(s4r4T9kYuSk%nDG
z%BanvND(@~7lQvq5okW=7b+uzZ5AmauLDI&XgzkJLNG2U0&m?ViWFmOHkugzQEWC&
zJ>+XUw<Y`-!jDO8g81NLD*qx?Y36DDev#79_}@`ME(#V?h63rO{H6nvFLFPXX{z+H
z5|H7j!((iptF;Y0`r!|Q_kxTK%IMowd6b09E|;v=Hqz+460m=xQ#1c~kA$!M!~KLT
zLRnvP_UQn%V!21Pf?jOTsXK2FRI9<x{hRl%1|qNtqOFrr>SNfkNpJQJ%<;(Di}G#4
zBuyPH(r6LrI+S5V<Qe<m{d%n(Oexnk>@0zl@@!9{eQ4bA6i)6p9z1|(Clgz8akj>a
zy34o>p<g7Ru`LepNOZ+2z6hq&X``l!akC_EzA77}$?Zc)T5-_Cp(zl316?sp7tAO@
zTgkYCu+XWhI-L(-qd0{Uo=V6qkVvurkb-SS!cgd$dxJ4WzaUsTDMIPY+nOpsI(8T^
z5P*OBs)e242+05E7y@K~8PkAtAZ09&0U*r>vH*lZK?Z<hVnA@|Q#1_=rjitCS!xbH
zbFScE0q)r^Y3k5#F-UMNu-}>Q$vJ08ogsiWYNix<qDx&vldJAeD&{}j2ulxoebfOO
zXv>FyO&$pCpfBvz-@&p&Q)9i>ewQBm$9lpx;!;Ifx1Bh_>Qtj8Wrg5L;8suHuylhp
zJf0scBOW8E`xL-ge61cl<Tw%84&ACK!K)N{rt*^CuG<7kEwf*TyU=6&*3mH$Z&W*u
z0~-#~F|Pb-UK&l&<0a%Lc?n2o_cCZh-bNlk+`^BJ2lKKU1L^iLU={JCm`wHQ#Iz_k
z?3QJms-8|8aC|uTLmq}dJFfOGgU;o>**+UZJ~hP0F<zsY7+vlP$G@ICae+JYRBbrk
z<>#l&^Apt*FS#(TnU;KalB~Bb#q1ZkSoWuFV(gfQl5yxOFm|+7=ZwUYmYpbBNDAjw
zZVs}>n^P?UeXLcZUY(7PmbAqvmAgpRm8P6OLX>Jy!j6=zNMA!~i{kIZ54KetWt))K
z)T^ugJ{x2$#f(d33t$auDETH1gB|!-c4s4ML5)J_^x7*Mt(D#yGnm=8l))#4&Eg2d
zWVW7xa<-7c^R$CuQ$D$w>8;FYTvnU%H6^PB++VNl!t-{fV#=VWTAhBl)@$<~w&1mH
zH={eZJAqd*vTX7Y<rjaTK+k=s0o0S6Rm2Ovz=%XrBb@&<EjbaUA-JRwQy|l#SiPlR
z(I~f)-tUx6JF^d%giI`Nd#kA7LbrXm54RL@dWLwsFqaDAeaBA*L>&kN9>Obb7!4s^
zF}cX{Hohq0Wj`T5qYP(#M5L=Z)Z831lk?J3692oJESA9V@U4L~Wc(xAw(aQqc?l|v
z`FrW4Y>$UBl#=2~&H<Vm<69Y3AMRftAaZZf{>YEgj3nI!G|?#umq>V;$Ox0S2Z|y#
zL&#5vm^8H;*YDksBo$>zN&NL>=Q#XPWRaUS;@X#(%4I9~Q7*ztkyISDXSxY4i73`L
z1apvA6;2^0bXCq-R2cKGrtrlj<x>Q~G|A)gj_DG(tBc9GvGw7dZCYfsFHr7HuoQN)
ziMcb);*gVpAuo3d;?2>sTaUsaHteEPy)fo0i#rJcPLaWIR)U%`$kS$^)kVT6t;Bj$
z9Cg}CZV@97Rz>@%DB>LOceb{+ZasJkggA(EjPyG@TRKTY?&(|*Z;s^%iM9saa9Es_
z61Z~|xfe}#BP)MHZqAgzonxTigFXbjVL!aw)D%aZW9U9W1Ys+XWX}DuDB>Ke(SsrG
zMx_o8Wsv9C!YJEk$>T#Q>^b%iBI)Kp=g-T#MHa@KW26x&w|d2CDULcv_X=VVU8?vR
zTn2e#@xDz2A-4{k!LCul!J<1u=^AnlJgm=F9FE)zP$}$bHy~>tCvM@0^YIu_#|jI3
zO5(5O>qL;Xy*KC=zCe^ipLQ#=c{SJ_;g+n-5{eG2vK8bRkir+M^j2HChCB-jZaHPP
z|Kg}~?2F~DTtyM*A$<-FL5Z71anv~un4m+4)ycgc6~voor8wM23Oty#VB;@*J}Zeo
z&&UT^*xu;kj4+q1NzBcs(lz8b|DxlZOG<8{O5n~j2@dz~PYMgziz3cPd%69r1nxXD
zvgAHi9CeOKxiiKNR&?tsh&LB_iPf(l-W>efnH-8;vnWG~qy9nGnFl#*$DhmwCiQdP
z+eIO)9`%F~*=|EK$AO7*uOqoJdbAT()rb2XouV&y-T6^wGD+Ne%N)oHVf8Qy<6k5Y
zx;ETJI^V+kN^XpqfFx@zyw~Q&_^sra=T=|;wCI$}gDeB4`1LdoGSBA4Erhg|9W@{;
zE!x_mh`*oCYSd2QSV2!wB8njOOb6x!j!rnzJs$LmU&aez^{fa?f)M+C936*NH3g;T
z(#eownj6JS*hLiCqFqrA{YLtzaEaoPI;~y*^a1H$iqd!FnywcoRS>GAggeosu+r%G
zsyqUw$1oTAl8KL1d8Z`jAq>T|;(Jk<HXM7+B}SnbM8!9UBiD4JB-fE%91f17-7@?>
z#yYpkl20mC=rF@!nFbtdtsj<df{_N4X~Z$td$(jWq~t(~GiL*Yi!albr&0L_B^&h7
ze7{T+j;Fe^SRgR@GKqGpyH=9ZQn*rv?qjQQvn1(4p-_hM<Erq-#R=a=5@95hh<bEp
zD|#?HrutU$k`1%c*&rO2IYS<y4v&=8fBN1=Y5-Wkeo<J}Rk{X`meWsKnNe8=dG4#k
zCrG+9EG*A0hu)*!^mD0{n5-1`jN7lcJc&DH(dk$OsYl%D@MIfK&1D8nLA<}RVCt74
zp#aVdNr>nMs=m~qD2h0v>$K^5VF_vxq(OQ|&`>BYQp<}lgGda>k^;;kNWYuWa@flk
zmL=xImm%mxyRXCby6E)JjWL_T;`h~@_%fCTw79$^u^`^;u^~hb#Vx0cAkFTlGUu?|
z7_(Wm6L#jqa8g2;TM%ysx60E{1gU3nLM)COu;GWN3S~4aI`{G-^yv1u;%y{qo8ig~
zXR>)2Z-U~eJqJ7{2AV5!mO27CWsrMzO%U|qwVOM&>w^(;o8CVt*F8lM`@2&RQjUPU
z2t5{^%mF1$Da(Swm_2ivNf9~FqHDua8oq*fJ&G5XjN;}+`B5&UwWLc)LA?H{Erz4)
zit_Fx#Zi0KS+_%ouA=K_5u_QDS#kp*kM_!#1r|k|F{LCSrHv*FWBy_C5bJizN4Ln<
zv}m^!L+iPCxkQw(;3|M~A+hCLB8s712rY#~$KDYR+J&>p$|IQDCZ-5dkHw@r5@eXy
z((|Jv{)H2KyQJxCQN$k8gBX9xn9UZ#x_F?LvbZdUb|J;3ED8%@%>j(tY0>#w2y1)M
z;;l~ON1QZAtHytxx6U9;WSNm$2DwM>>dqlUP>Fq~6!wh66s@>&|0#EYD2_VgjQPn?
z?otKuW*lWy2R(%wjUV$H-g!py-J;WbAtuj;plE^-)b&s0UCzqCoO>58iZ~Pg)`O=+
zhzD^NA&62dB@OTtE$oq16tU+-sk;V*hzJ}-$3p>}9$g<-FC$y1U*+9ZO4s1gk@`tH
zg3HPg>hNq5Uh+!$%9lazS(Cj4m9Pyhj=Gs#+`Pn)Pi9H)=kir}^tP$QmGFZuhu(9E
zNF}O_M|4U2d8coA-{{gccutV196N%S^wFwWEie&qvM=Y%b(Bi-E`iE>x|Eyp5$edz
z{iFE>AFZ0)bE~9>a7p}mcM*)c;$rJE$UWB>|BNkl*)N6NBYkI*NSaQTFGY`E`B8fA
z<?+gQLJr-X`%qp8YsPu?)&tMMIX4wW5od4>saVI8L2*x#{3tVsRUJ~&^rI-^jHA0E
zq__!40h}2_hpR7P3Q`E`V&F2WgF;vrGpx8(N&%c6(KfFN>a&DRL=mKm2W?5al%j|i
z_gWeIltNg)lYV|HBdW=V&Id(4(=q{3;SDJtIv-m^r4&AQKbpau_>1B}g$rSQQ8WAQ
zpd*rn72SJNF&L8vLJj$j2mpKS-~ibR;bruwFjMm)eA8(YS6oW2vlx{zy|P;=!?>1<
zESnpnQMDwiMwH_jqV7_t)S?|)46VOYWc!gIY*e`Vya=<%6crzT>yv2BTuXL=g2uQn
z+5?5K8gYCY3FU@iLA;B*Lk!8HtSE-ogjh-Ag`5|6!!HhtQc?o9xgKScvpt&(x`jtc
zDeSL0YoiE1R>ssg8_ny<O12Ozueeq1B1G=;ELy`U8H;xBVpK-wL%k_0lerv=*0m7R
zx04LS0hEkFYuod}y69ZkJUx1MP&~eNHk#Lx?Yb8pb_$;a7U1zT7>hAQ)+=KbmJ6GQ
zqMiA{@Hkp#<9R_d5E7&^C-F1{7c}CX+eL@7r>v<)-Jgo$OhaJqGkig_m)0X3E{h^I
zk`5msr4F0<QTic|wEpEsY0js1%a5`i=EitgkJ3_3S!u=P;N)aF=O{hqzVYJJ*_YA*
z&ZyyiZdd2ukvXJJoH(UkapAKn3%h#!jb^>ssN$d1V0$o`4}!aM_2&EhJ9uYGZ-(>D
z?zHw8rmYCjFdL6*QE&dPf_;-=uLK_>DZ*en3?Bv8$Gt!NHy$bo{tyYV&M#e%nX#6Z
zD#%lXtX=e1!I$&=^|bkVcIhlXJ&#;m;;#Y>DmP+9B>a+(mzLh~WX2vMyY&~#%$i@B
zAhq_sSr}!>#pRX<)9GAGBq?2(?wIc_tdz;aXMmLx5y1xCAcC}cE)seN;WP+?;h-~t
zkAZ|ed4|VYFrb%{XfAe-VCpHZN(TM$BvAQQYr*xy%8V{RLlIIVIGBtP;&Fe9EU~k3
z(B-5-vnkTgt5GA8%I-x&nWnZEJ&K0ogZ*eU3&#D5Di1=!>3D=O5Kwwfl$PoJ=mB;(
zcx}iW<yS!H2xqS803hM07wl6SmP!SZ-9XRvxA3$#A4Vea_+*B54u>K|ZWqA8wFh^m
zqDdlgDOC{a)>ka%5goPQTCg|R-K!3X>HukRCyxfvV-POzscNKa%X|`{CR7kU3I{{l
zk}GsLB<ijqN9YU>qaLwo0^&qK4>Z*<iMoRe21v%MTLT%xBzmhB+`|V_uJ_^8uKE;`
zY*8V2_-N1*$b(JhdX09FA8jgDOyfMFG%Vx_qj@#%_i>T{Pl;>bICW4s4CWGy=#D1+
zup1HUDtfd~7ogL-6Nq)Jkyi_L_Rt{akIGaWQ9@JUl^^^<=TxdxZee&)H!3EfV{yWu
z49^Jq)O|Rf&jhb!W_#-M%AcCeab|>1`t%>jF~Me&C|afrzRSAUyEQd)uA=UJwDMjw
z+Z*>#GsY1p*$*CorC`SuGp%6Xb})zd0fAWX^qzJFzzWEV;L;x`wCA`J)NixxUk|$v
zP2RCf3@7?n0Uu||F0=jHNyKVmA9s>jsk)7R(1Bl+0n1|yry81)p~`HHBmkZuw2e+_
z<>rwxvmgoRW_>bE)sP}wA`8mmDVj`E{qR!OlgOl0*IkxbERpHRWBKBcC#%Dx)J}RH
zriv2cNaD*DWUlfqX>I{0r;oX8rxr=(-7zAR)IxS<oE+_N-Hkj7;dsLnjzMYcwc0MO
znufh;<HaiB<ZH<R?*tak!6n<GD@W(Wvy|j068A*N!6s5vTiHHxbVec*Mh;dvJ}Ws!
zVbZ)S$FQP8#_TFb+lB3sNfMEx?V^O8$-!fU6d$})CTT{LlL>ArgtSG>8pKo^&W4UX
zP%UK<OBS=ObkdeSyOb~5e;$^2jc)Svm}>}=W8^vU?DN#%`p)E-*5J0bg2~fCo*3?V
zSmuqfo?}e_dCo$WhiA4KO};9e@s@|pZouyxY_@%9a)G1a>X?&*o>-J?qr33zdGS!x
zp3{w41MHyDp3{v5Xoq;ttY4fOta!|x`q6d~`Ng$9$po~$pflq7YBQ1y7;WX?8EZ@#
zwr7s0YGVI-j13q*5m>{+B8Eku#iHqYIM2Xh12neHp0$!81xL+zu!GcYBv)8}DQ<H-
zitP2`2vTCZ9s$$Sj(U2dWFtKRJxeg$4P&}hmKI-h&JRl?^Tx@%TM}JXyvh$s;&eks
zmc{avf+`y6hn|*;rkxlC@eqeUF3ucZ#6gd_vY(t}1VGOTz+W^TozHV<^%tZdU}`_i
zy~a7=?K~$|e@(VjJ7Yx`%c)p>6<MBL-KiiJ%*|sN=YU%c&e(?p6$F}->O>qfEz+wc
z#-I~&EQ1puJNHHnSWDHN9kWXB)!ATryUyqURGZj=vs*;m*wxDNjH8F@w8et}fQh(D
z88jqdJv{|i+hn*T&vB9AQlcAqCLxzla#x6@ViA!%W0D<zy-|Yv)F*@acrMC}7eqkH
zIg5F!dU~A;_#)(Zj#4hTz6>oy?8<@sY`0vq6H*{g=ewj>F<dg(?G3k*!A5^n6l3F~
z*8!IpCw7Tv@p7S!v-d*8j&Nlmbm<Tqp1Z9}vfr_PA>(7wDm>@<ST)vtdvR;+tL#G5
z_8l_^Fcu`WYPFLG2$yKJ4ER~(Up}mn&!w%Fdv;@gjWz=^rdWz+f5sg4x!-5Z8r6o_
z;$w`6>{(-3NPC8l!X)f`<+^G)Tze*#4R4z?WTEzXw`an8TwXk9IwmFCN7{3a^cPHe
zFnflQx2P?P_KXT|8FNYgvR!CBOOKbrm_Rpg2PCArp6Q%gUsAOD6?s+WCfX}}&COz0
z0-JZdVX4&T0?*Rr=dQhUd5#@ih>j6-k5Fr|XW@=R8t1r-Iqh|0%OFGOl8v`n24+Q$
zd*;s|TftlB{)|<QfjQ#uV!R~KSG-${S6>!9hc9Nc`ZV4~i+SPR78cV?*EU77&r3yG
zG1RPm#0Qmhjqz2S>dW$?-t@`#!V<`uqdL7{jdaqi&$ZTNID3mS*Crd2R31A9@#Y|u
z1WbBS_z9F~g~7jKZ5CGL7-0Ek80IBuP|(JWz#J^nfOEG`;<gR*jm{zsdBTF;EK1o$
z94mK^ov<}Yk8byEPDezPP`oJ%YSlp=t6l|QnOJ+Mw2Y!XHovwtv!@2|n~Y^FD`XFj
zJodg9^aRr8y2f-yEh4I+W(DCz#_p!%)H3U|58j?)en`n{<aV%HX(pqM)6*-Lb-Qe#
zl4=Rr4`~Y`{p_p#!t|VkjiaJuRefI7ZP5pG{pDuV9STz>IW*;=HgQY$oJ+DXIQQ9B
z(faK>+*;AXbP_Zs1nY&1yUODdw3{ns;llP2t1#s;{b%7mL*+(dQM@z`m0DEj5yoea
z7yqT&qan&h6E~hIJa}Ajmgf?eRzH@L@yI$q<m)}>yg>Gy+LX+5mUpX0Zwa}#8~fUG
zU2==@vZp?^czIz{;{{DDfQ3Vai(dcKbHiS^IB{v`zHLvGUt2WA(=eFPezP13?=7rc
zgY3(E(N5Iod5^h|zxQL;t=v86y-#H|_|E>p5w{mFhTPkWw{+g^#alT4_Tn#|e|zzk
z-x*`*t9?Cdd+`>wXHC`u<t<!bd-0Y><z~WVjW~blyxWVv^Z?^9iti3t+lv=X96{Fh
z;zf{udx;gt5|(>=F-6O5FQPnptKjw`it$pbK67m^-h%nI7pG|9?ZqiwYJ17VU`Bh^
z_L6~O;2X3HS6l7^r$KqQ7l#^!DcAPm6fCg4IOV+Ci@sKAFDw1zEBbO#)qA%3S@dK!
zVZqzE>StYeoP_K@f3f-*Tzp2e!OTb$zlmoff*Qj6raFnb<4LbNKj<Mw2FIs(wffmU
zJj~$bRE1j)d~d2lxIcT|?jajmbzitmdER31#LK=={p>*It*pY2XxOt#%}4WT)T_=8
z527ksKn@=K_Hy;J(YX2qk44H$)%Nd-r}GgtVRwY=-o5JMa6;Z-)&4Nt<-#Yc_nWa^
zQr>z?FMtT7UaZdOdS2ZRIcxp5tNk7t3^vWGU88cBaEv#GbK%c#D~QU^=7a9T8|0;Q
z7KEH!dY)dKr2k&Dknm-C>2x@mgogxrV(AR|90K$NyCI4K7AXAOx)SS2i4y;^*CoMf
z(97X$yg%qx4<G>@A510s^8_o<SA3M5>cGE>AWv(W+1XQqYwTw_B0~{lJ->7!9qZ}N
zAx54A{RTNw3ecB)1XKhl0z`~<CHw{WTT1xLKKL_Tc+!PK33~=!oX@56?t+A^&M=>3
zf#<-jlcE6r(SN#)6^snH=Zzr4lJLSERKP3GQBg+2pY27_!8G~>0Y3*8%AS1A-;*!w
zMnH`I>EYi;s=d#F?UFywExn)#vO4wLo=Wy2>o|$=LflEI<MeRQxqeI1epdIqaEevP
z4ei5mcdt6zlfXQ*PWXq`$^DsNIf0>e@t@#L9P2sEXE<3#0{WDIrg3u0kM`05+y${Z
zp!cyh$QGWV0WDhSW%<cz=Me#(U-|~s4L}SR>rc1u<aD-AfP!O+Waa29z%}3tvj__(
zmdYwv{V*D;hKh+R8v2G0{V5()&!L9XViXG2XjqN^@@%gfc3|TplebHLFBn+oQAV!%
z5}Ycb|Fko++k_VZP7a~f0c?rFQJ3f5bF}=V7rO|WMpL+P?&|@6hQ_Wa;T<$D&qvr=
zFavwEh&of{Bz1@=>0O-8Jc=m3hiuLzj9)no#X_lgra7j0nDPa^D*n#)#$Bv4v@_Dg
zHh*XDVG`H&ruH-Q_N)8G^jL%wG5q-QgK)Mt{d`wD*}If}ZB8oOY0pk73r{NNvBFY7
z03GJ;Tor!kh`_){ju)zr5juz;zF+-F_4(K3i1S@V&$A<rU<6OqrDsPRvp8v{@VX{f
z`Il%r5Icf*2Q7IX;?)tGfUei=nrBBQmmklLOrD|oC;Z5CYI+cL(d<87=OP@cbx5`k
zRi}MZD^WO-ga|~i14!OOjRg;b+#Ns0C2O>6Lm4GKLy>dG$I;^nL@A?P<7;S4oxFfH
zPGjmM+%;J;szXfJu*PJ@ft9v35Q>dQHncIBF^-^8_NJ1X*uch8Aps1Drwy5oRtb@9
zU}IVlM{891Hhhd5!u~<h4CX@gYr`5VpEzzU4!6P6NijhOZ1{9iq>{&mP3MWy%Gkih
z8YoUT0b3@Yb|GVR<SPWuNGEB#h%voQDWW{p%q+;D3{pEwPhnRR8<bX;vGKhPZDvM-
zD6-<TK{J|cySdv%()&y*d2HD9;p63IMl+SWxs5!%nFRGIqH1ZeY6j>St3ghzq<ynN
z)5&FZnGJ0gHq$F&Jt4yZ8_+m=2|#!S2!|CB%7}Vit+-iWgie7OQ$faNIWJmPx29WD
z46`hprr|cMZPjSE$BeNgv}M|uw+O7)MpGG8*)C!XnUl51B67L6%b2;CRz}e`-rv{8
z8Ai{ZU5KLl+Lalb`|NVkK+!H~dOA@u9Zakd9ER2gGutp>lVCEcs|{uLa}7l{hc<}W
z&NK)Z&6b5Wq_IK73{slK-H#z3wt-&PCkO_*{%Q96TMz8_W}tI<<M3$18E!J1pa}c*
zG!Iy8r%pCaVsl70TbENMR-W#BGJ%%JuGp+q4lvnrAab9>vSgD*<-#Y|Mrpd-K`C6r
z&CX;tZwHDUmc{yGV@+w5aoe<klcX9)TpP|rrC=hY6Rr)D<Pc!}ot^9+h1SNGq|M(3
zW6evY$uzX~(O8^=)LLt5(*O^I=p5am<F6a)H4tbLu^_Kar*Q8yc3=h{>vdVVN<~$r
z1|I{dPjRM;#GqE7W;>398daNx`HzdBlQlBW1f5S$(D_>RGpG~hqh2^-%`7?X@!jt0
zA_sj-jr7yEF~Ws5QK{e{;Chau%?cPTm3k&Jb@}m3WU9sxKJ*}YCIyvD`K3`DU!Gxy
zt@bGa(&O<&*o&NiHk(D|UMr24-7?j^xmtrrUC$N`UVZ$Vv68<aLlqHDw<(46RQ`+*
z(tFE4Q*(cHYVH#poS6097jN9Y_R)u1ckh2#+wZBh<h%@rY#!(}<|G$;X%Df6!`-N+
z>>Fz1$*zJrO_9Z~>cvPs%_zXwPb~8{{?yuOwjbK;M=L9hR=wG-x7X{<eiU{at*F&l
z?QL{6qHuksA4Th(Hlj`U*BUD;t<|-Suo<=2d+V!VuiNg_73R%G6mE3Fm1eiqZ1)=7
z?nWc*08yv6(q4_at!N`!?{?a24U}J9Ypky|`|YUN?$^U;ZEdBu%9diA^{~}livZK@
zH9Cz}zuxG#`mIK|vJ&=s;ab#gwL0B;zuu|08?8<lu1C$aMt`*n+8R-_!5rUgHBhwO
z=xo&6^+u!9YIfUgG+?dWX@t=RKG*8Ku)VR;Y&IGzVRN+|);Id=^|fvrlx;K{+^$Zv
z)@rp@`YYYFPT1&mqUOeWFI;c*8=$Y=>TdK_HhR7FsMl;a+TD##uh(z1nyqfQ-mR}h
ztLuyh@1xarf2Gr2X@p_aSY27^tb>k?u-$F1cY3RhwW!kq=T__M{d#+KrPuA&*VbBV
z{iqwYn#`Y*JPc~fpWwDIT^>f`<ytrFgu~?nIfACk=|kxpE9Pi(yNLfAXSU!^-+pla
zr~m4I^!HEwhg;wNzy9d=AN?=q|L&i?`k(yv-~DTs|I+V`|L`CA_jwHYKcB+^Oa3*J
zlucn&5-soUb*me-M!kky17IW5TkCaH$*&8JlSgR_v*Dh_hR?8vEPotLqj1vQTfTPl
z+Jl|tooF;2Pd-Mt`q?rWJyu82<LT^h7%^XZ9gAa%L(eEHz%w;fKKT#C^r(_(3YY7v
zL8I1aRw~u1jC$Wkp#K1iZqSLMQLszqe=sxa1${*42-K9S9fteEpmP}P(F00xK$wDh
zZDp-iuK^Wdn?}*qz>@@GIvy^Ia+S&m=ZUL<`QzDG(X^>|m?I5ft|N5+2v(wlDVJhd
zffc>q$s1AWMbqwNfaD?6Qv9)4?Fb1Z488K3Fi1P5gc5Pw$CF?pj<r^aKRK=p6mh(f
zN#}7487bn}RfdZA<7D%WFNH<Ct|O$hh@(o9?exmga$dwMn{vjKW5|IK$DM3Q(Igo`
zVt^h)){F|0utdA#$ssQu<<n<W$l>4s$5Te-S?9bNb}F6uE_@xxA3?5R3k#|gJC$&b
zBp(y5FVLBZlG%kSlrBV?xk_+OM3j}Z2v+0=hZEX;RTaq`NJ!t(#U`!W99-YNxxx?O
z!7vnWR4OGjbTE`&6ifu^b1QVUBL@lC4_+0W{Ne2z!TawA>vRxW!xLoQkxw?T;5Xd|
z&Dy&AU^V`rU2D4#>$O$)0iCyEPnvilyjQBz@qE&aL|dkkJp1;7VnLv<E|rRcrtX{$
zaHPY22&+jzk?+XWV0SRXcUY_oU4eHmbjL`gLjEEFr@BI6XZNBUF0?rl?}GbHh7;HU
zyC05_mgZ`33z=miQMMn>hv?3o$vmo{pF|=hydYN^a#B(LGP0d!X9NWO@kYt1P2!J9
ze;R*gr(MZ<SCgg{(D;yrIb0WrX-=g!CQrhbOz_lvFY!{OL~^pXXeCS!n$GUSh43od
z%VIc{>?IXYD5DdGIQhV(qS>T+DOAd2dMQ#2(&X_dyMSesp=^JOz{@l*xl34CUUHWa
zNnY|p;~aytW`1~bhU?CX6cLebittrVqTD3OaN7C7ced^y<c8MSU2>Pu7E}34sN62O
z3m7Y_{6&OrGB-GxPZb^B%08=59k-CyrC0%x)um7o%M7eox$!R9>=Y`4c_FRGik1=v
zWcdp@30(>lb4<_jms7z63l)ea`N37dg!~1_z^w@MtpQ~8G@_@4N?CzBi<B$4B4N<L
zkGx0)MaP&jtIJ)5h@MdZy2y6GMsqpP>kKYAU_}C#JaFQEm;+Fp1u_=^v|1SAr~r|v
zI1QXg-m(zx`lky)Zar8G;$&`F2yP5(7J}k<iJA0x(3|ZogcU|gh)BB-P;gQoTyKc1
zEd>iDlD3pCAJ5rxWJH{@<!Fcy@(lbWCP@>qN&2~s$DGSn!y%bvWjMwqiwyIRjA`+B
z%%;Ri*K#y2-Lh8gqqoePtmS9~s$4BcLxLUS=#67b_oH^dPSjGmO-`Pcf><m|=Yl2K
z=rR3}=buL<I4^Uw6r@kYrOa1GEVTJRIYCQ4==^OZ$b1xQc|`gdkr^-TLKl(>@VwhF
zKq>lb9+WwDVqnX$83U@o1`BAh$Y&g(0U{Pu^_izJ#@clubPiDXD_AL6QZX`EJR{4(
z0yutAB5Wy2Lt<{Ew~mR@^kIP$D!BPr7J@_U2y_1&U`{rch43=%hzi-56FTEE!;O<@
zm0wt1w2Or`E_%vkkrVfA6$vFL_+qJuONq?Fk`sB>?a4(e{mpWsmAgY;;JxwVyr8ZJ
zSl&{LF3E07u`uKwRe;UU!tA@DON5AIn6rIq!pEY-7A#z#(Oh4?w#W0XETqdxyOIN1
ztahArB@3Q**wpu`QL&sWxxj_EeKDkyaU}=19S(LOxD(GVhs=hX>z1?5|HWz)5%h``
z$-3Hlsmmi-O)ZEEU@`KjwoDmoYE^WL$~f4hmdhh;O)ZRtXn|-et7x_i)n78_QtU6h
zNG$3vmAOWx70FtkxeR*^EgT{Yi2N!GVcmF*3&A<N%0fUz^rAyMw@rO!9^B)w>0-1P
zB<b|>5}adBDD2RC<wd&av>&6FPX3EgXYLasTZ%kWrehL7xLw1VZH5RAUnJGp<Pz$W
zk<xQk`&wBa;#JvT-u)*5P?PSx3lY^Um*d62aA+MRGy}=H1(@_n&WTenAunv+rb#kH
z1M{Mm+#p}&VkM-PvagKLgZri<u}!?(f;mU>2CHAQ({d_ul_6!(d&;1a3PaA!sV_zT
zl+?H2GCMh^!_3L_Cw4DQxsvbPjsvP$o$|P5kH3sL#A|~M?ww0Epy;5q9!LU8$MFQA
zv_9bBnEE-*>c*to)%W!U`AFi`=yLjt7r}z7U3TH@OHFp!MSAZAr59c6vWsWmu(Hc$
zUlFs*F4W>>7hiDWTu@lVi7z=!^4>4ANmwk-$S%J~j+0gzQ&Yx>FVcG6h{dWPGmzvg
zu9mXeB59UOF0UWzGed})T`o&V>o4hshtJtaCfB({7MUAq2(r%Xe)?S!a^6jHpvu13
z`VpvBWt?~Y<@j<@ko!6B8M@9pFlEU|YPGm_FM_<Ah_`UgO~hL^_a@>moqH4U7SFkf
zc+2LTDBiO9HxX~~yqk!>aL!G{UwDwukScq$7T83*ROH@7Vx=*&^KK%hWT{O=6feAq
zh*G?$s?R)|h__s>O~ff#bQ5t3yDNC6sK*@~+}=2XT$@M+34<~t)k{pyO~j!^A<DCf
zIOXzhB2KZyCbBnW*N5I<qC6jh0O=F4KaiU$xg@|?|7xJpeBe_?ddC-&*n@tgW%R&1
zUn&plF}c+6?Z|qJj?u|G@ED=`XM=F4vUcEsFI@*7+j%<V&-7?8s*&)u>su|2rQ`@Q
zb8!HLba?4S2hpgfS!i->1RuN)Ka<tqhd&J7!<V+$d9MT_sRrKFYpt4mSr;xW<OmZ|
z77bCZS!=3-D_qV=n;{Ua*H#2jy|$r%I<U*dt5vSI#m_}n3{_~oR*x5>L>S_2W3ARu
zFB{}~LsXgE7ZL>iG?F-cVd`WK3-P{HgKLk%!Hu?3Tu2<`>Z4%D<%g>2>KFzBgn7eM
zs3aD6*Ql*3&NVdWc4Jv91Xu%n5S75;l{o=N*F8$QA^@7TmU_>G4k<H*sK2e5OHN8e
zph`s{-g5uI16I97?g_lXbKP^~heYKtf<>|kyk4Q#iv26PsFPm;Pz?+X*+mWE?nFqC
zPy%nj*)>Tqa}D_;;7x^w)PAI@izkW@R5jY77;0y#C^Lkps|j{WHsLMfaFRg)tggo@
z_lM5?Al^0--I+-Cpx_iG($$MvHnY+@2$)t)5-Z)q2*j7qL4aajNq(4qkQp3gWq7UW
zYEZ*_k#Lc!4#UyzTzK<AT~FCGn)OB<?+5*WJhI+lkF0kEKimcJJ~1hhE?4oz@_xM{
z9NwzaIn1g9mH7ei(m^bGGMIJY)KHzydV_Hl9?p10&U;mIa8~Ic@W?ATa?>sV%D;x2
zI$g45x+biQe}dNWK<6z8I5$BM&r|?L5hI?h^<V_eC9#^z>G8*Otyd#lwqadQaJ{nS
z-V1c}0m+$XTZ0-R&$foAzco<gd$9W$_Jz3LZp}oV7yX&^?5#P0=hJ}5YSoTAp9^jW
z-rl78pg&ER-`RCBs3n(82NoI|c{x;$dHG;Dkgb<k3#k$&<U$$?IKK!rEMFl5$c0&p
zL~=nJKgfLG(3`6uyo*Ry;<#LB3D&ZD$z29KVf*{E!DRIh)q)Zx(EP$C;DQ;CGrzEm
zk|XA814%dXLK<VPyd@y`$O~G8jYU{U^~(VBix?+Fzq!a2vetZ%lS45b763!UBBgoh
za4^brW6OJ+<3JIzG$_m8g1ipmV74OK(p&p5+Mse3w4%3X;g!Iajfc1KN%WQlN1+mh
z$g=D+prP;?nWqtE%rpv7CyQAT<rlIp6}@8^umH*mC-19JpwiLgQz0xn3vYc!d~9OL
z$B{9N3MHTRT1Apidu=>4G6@lW7vxHu11fFzWr8Ix8AU#gECB=YyB$P66P5(aI);2E
zq;MKq+zgH&pNWfosZ0R*OmO33l3Bm;6v_m%qQ|Gz3YO>WVAVO96)qs3%G#0R<3#EA
zR^a$l7|`R!jgLdJxSplvggp&L!HSclj2gcP(hVA~pmR!TW|ER;BAO|ZNkS;)4XzHB
zJ}uFWh>s4zDI~~RaQaMi|MeE#KNHsojgm)_Z-?p@Vlg8XW6cmPI3}LAjLj`TS1eVG
z(G57jRyb~5L@G|877*(mr1;O&2^1Xg*wqOtKJkeY9QRlS!o>#%+C7OyQaydcin&|E
z<N3jIXE35Lx(eW|SWq8wWbNf7JOGwukYX-cJ$SgQ;uf3AOMd&YU7?KH?2nDSJDJXA
zRSpANZFTzLTCdH4l5ZRl4K+=*;K-<k1Ez|3@~e5NGewV)iVySFp2Ff~P!&B9c{#a3
z^!d|cK)VcUf#JLtDZE=pMF~~zgpo0=ca8<=GL#Go<1rybv_^&Sqhq6Rd2hBqe5zQF
zJT9Y|;G?^G@vrAjT;OgyRU3|X`S~gH{6zJ{OD@bQ{%L)lTtbS8OIQ&ZgY|B~R}%n!
zY3bVv*2;-PxuIVG+UE@BH-6TAcw?{ounP4u6!nPa-mcfXo%I!tnZI;e7<o{L`7=nm
zV=dj^5HGN-wQ2~QU2WFu9M>LY$oPY*JBd<OLtdiis0%v&Y7<!iqG*MK{4ZS&9jg#3
zb{_w;O20naC*|k<!4$Qw*Ve16>j=9at%l5&Q)Dx;v~+su6_m0`rRUYvS`$&YLF#(A
z&Z!QT&S3QnCx^1O%90MrzqIs{d?Tvbs5Ptgo>@m^VjU{<4b*0l_%c+IL>+8TR;%q!
z)N5^Y`%GTNSf5ZC(Z{AMUN>(E0qOhe)gBTXaPc$J@`Q?>0b@>?qAzzRLzJN-?@D!}
zzS=?(0$u9`%V34d(!jEs`8t)IJrVm89iOTVBwlERE1E+HuB!s_B16;(nRv-m{gQbL
z3f8I-C}x7sDmxe2-p`<@)gv#fSFjtPVOOuNt*-MTwUo%vLkON<I!o2_-<!LmNw?aY
zJR0o+2drb-)wQtKUhA*xhU={4p88+io9=any7uO3X9Kw&G^<Zz-?)B@>O1QW!Iy@3
zj)t}|`r6&Ka3x&ftPo3Ql~D~9qmge>`^vDp2mL+@V(eE}>l<xMu{O8mB<yWyvYbLQ
ztwNXa7;|NXCS`YB?+rR{53LhakHywk4<^Imu&PXRs-1e&?$+CDT+t=RI)~VD&aLu|
zgUJkPyvb-b0dJsFudbqz8|}!@3gew6WSclgI8ArFh{sigxyJzLbXV8bR`vRE5>`Fb
zxHHr|Q{V+WM&nwdd8^%3-D@wzZGNcmYpBX<=6B*Sw4}fm3FBzB-`68oq|%|{A{T|J
z`*}LxqX@=LHEKkw%%02Wp|C?yeY-MqAB}cQ7gO?^fFOYGY(%47PSN(tMr);~nS35F
z(k_J<ByyG+1h3M|{R27M+SUF>W4#si^o&X7NS8QXv3dP%;28FiV`4fRb;V+Xg{>Nf
zt1HdciXJ8x(TvfwKc4I(!2uONOKdQdykWl=BbwOJ==EF7j+cF=N`&bo)>nM+-?v7S
z-lSLUj%K3?k%PX#d~WsDx{Z#W9A~606P3FR1Qt(UebmKh!-_|vwq9LnuOnYdOBdvQ
zY-#aU#RO&SObn8>5i!id?S=urk-oh!NY-Y;FqwM?11;Po7%+2BV4#JIKLchh^9+-@
zrZZ5Eb(=vKtkDdXwInl4_WH|EDGM&YUa+__*y1&mA=4L4hDco{86f9M$lz%!AHUDD
zzA@~ArHsMytyT=ZcvWJ^T&oTPFIZz3Eaj7zpoJ??`ofd3-Yi;X(pQ&^MI~!3S+s;?
ztsILMjEr?6Yk63_Dr7GP8EZi1)c4Q$?1{c`ey2|BwAq|*5~s}F98)%XrskTU3+H8?
z>6kJL`6Th$-n83<AuvwYlu)C(5=G7a#s;5g7QEJTm(iV(=;*|;wWROn8jQa%_yt%l
zlR$AciMU37rO!HEn9~YVyuK5Bxo0$IRdx{t|0-_G^((NHo^%JJ;HTrq;jsI~;Y0QI
zWum1QJ(_O9l#{HwtsH{ikCzGF`^BXDMfh;@;b@=WY6rs)xP9vL5`9*1=Ty{Gz!D{N
zt>B7-+lmA@OV=#<^)y|5<kyqtD;@vD-+5pVw}2(QJWtnP`a6&EXZY)B^Hf}jB!I>s
z!JL2J@uZYd3|N-^sZz?QQY7)vXUQKdEL=lc6RW;!*8<##U{2kQrpQGW%=W?=(x40v
zrZP{-<H>+R=dvU`fJC5&-_u|=4sO87gQb7Z4Jp}?qz@R!P|WWK-Ef37WWgNSN(de)
zaK`({;S)^ZDnx!1vuQByqspkF2%w*fYpeyqomntJu9j&Kjw<1Be+&hOlGOt_<$wu9
z9yF0^CEAA&q6ZSlNE5zC<eGvD41z6A;iEI^RmSt#!5p-Ngmb8yYA}F8IO3RM)Ij1_
z)Pn&w<SIZh3I-#(X$Z4`U=}_^@->liO|<of$Si|f2uLSB;qo;JEritmM{vZ_b$7>e
zN^YWgbVHbyf?mqU1?L{{iMWq;AcOVvN<~UysiUTdU!&fWHL7f45O#@P>I6ia9D;8G
zf#O1~Qb{IwLi#t+Gw;!ey1EPr>f;gODEFpzM$hFxP5OoX5IKP+%jjlYes<?*$MRgn
z)FFB1uc-d4sxe%JZDKU(hoGlA8&|uyD8hq64IK3`jl}Kq12l_h5E+FiJ>=Wd;6p;s
zIZ7|wj2=b9@xgwi^U?E4Q+a|kO^*hY*N*4OD!;RaKR?ndmw0zp`EKw^VHNmtzA{;t
zx*ZtcC~kIB>So|m@b}{ksl3>qxS<N2krrC&*Tox?@pO6voQHM2dUomNU;@6o4^Q8M
z{|u)^KYx4s28`m+5vs`fYdbs6gNq_Au8ZO&)O--mYRDIPfB_rbLJlNV{(1FkC)z)-
z9$%DJ7jiHtQ2n8oI{id_d2Z?D6Kdg(zj|uFnf0fupTQ^Wn5yC3RETmZVe)CnjZo7`
z`u3Vt3D>@4$tPuk<<koO1ok`gr{T}TOB7v=j8_Csq9KX?Io_;984Z4pRzh^)o`i<z
zLJ*^J(JTBK`m9<U<EYg}>7q8o$#0D16s^^G<f;J9ZsTcfZ^}^d(qGkYb&6QBXW(g4
z(erdf*NMNxgmLEA$?G?7#+#5j+~a^x`!~1I8S3Y?$JQ}b&j-fS!lLJl977}&J_#18
z;VB=U#V9->9(o5>{>gLMwWT2JGB-M5PnkgFbEBv6iH9_(fjv78Nwg)__7wQ(9zyr=
zVB(&**xiHQBlf>tlZgAG7<J)vfB8o>Ubc0W&ysULOV0fzCg;{?D!zU47!SrDt^Vyl
z|M#!_Yv;f7-~G!c&;GA};djndzWLYwssH2m|DXT-=l}4%-}>L6UCH|Ux}?=U4mzGC
zz%GygTMde@A<xvvzWAe9YHo7=Z`3bUJ`#zt<$?B6<x`n&`zjJ{3o*|n>#}k+SiMxa
zRJmcYx%y=!mnwHTn=7Sp)jz9rj=mZwIm@NWHI;TYkG$kkh3-9^dDbU=xm4NK3A~Ri
zIJi`~j%2!sEG?7iE|gp-vB#y#O)Dq(C1J2gcWQNa#Obq`>_K8sht@Iz2#MgRQV5CV
z=%NUP=V<Z>&6A@DB_xugNhTzYn*2x=Qpnd|rKEz}>K9jFKI_!gmdFAl8OORR?%h`d
zallg#XbK~MgnJUa<YZ));T>tEpaUN#WF{(f_GOsQVCAtNK*8)hfLXEg8_AcQ-^kAF
z{6_j_=Qs4+)^C{s+IfKF&Cc(3t>yei;1}mN)aK4_QNbl&Zf63skH7TWKKc@8L^5Ve
zq)jkRLgs4|Bx8;sxC=tTHj;b)SVF1P%OV#uJ>lfcl#7{g`%^~~Bm{h%JzD;}o0UM?
z73`91mauQZUUNPZacy|dAjCISxRblSa3``dTEMG!O!N`?^!Bv6Ei+?dtl=dIisYO7
z5U)+D@Q<3)kdx1-svFi<;o4{YwnRtfsUtixkA?Wi{L}&@^GJ)3%p+TfWS)A&NQsv$
zNHQ;MQ4+D18rN09vg`&sf;I+}+<_Z7(x%J!SvMX$xDtFchF|7*e>^$Z8%*I;4>9UM
z2rRkWb&)&$rV1q`M8s4t{yum=ScSch3<rd-&E^$Ds{|4M8j~_A0=s-Jg5Xg85?Z7q
zD#5XXOCY|IzXVHlBv}ZpV@kCBC3utM5>_2++;+s=8BgDN3^l>{@$_A8T(uf}RJ&da
zelqR^<Ic|^d<v%X1KRn6$Kf;>OrV26T&2$NFz8IiBs@Qu3`iX@4#=lxUF`rt07To6
zOlKSx6p`w*u-s^`>B6yo(aiyiMJ*zz629uj&>2X_PDAA+<&#a~&_dSwq8l4@4-QPR
z>diYJeU4T6^PP{kwunnY-XJ3ik(7(@?Q_r|GX#{Vi{8c}0}%|(V7cHCfE!>);Ly`5
z5K}OKXo(<W4I)s{C=+^zpkx>efrtM|#yTQEH)fiEC4C4N(w}<R2a?6<179xV#<fME
z5R(A=6%WzWX%H{3U1KnbjBgChDE|--0_jVpNta*52!R=*3QvPEvPv(0=XYp&(%6CF
zU2ODZ2B*4IA+;U;e(5|x<c5}};m&QKo`R-~CrBD9<Icg-h^OfZvY3k8o*)^hj^YWD
zfwrtCNE*r`d4gmjE#nE2jj)6#NH#+Fs+95sDTMXN6YcBo2?FuG_)~I7v(jq8q<HP9
z+lqNkSb8^76$nKH3pwFEVGeOv?p(hBqk$u}#wpm0SiTIe>a!dy&{u><1I&R#)tn`*
zj-#SyTub6t_)sV8`pKAhty$mTlB}Aef@harHfAGBORuQI5X!Y{jSUpsXonpx$UIs~
zx5Q)6%w{vtf)+AZc55_LCg}{7^2serZ&*e*W;Y{~dOyEewUce?m;F{Zlt*IH2}FVL
z1i2(an81EUgi_Vz^Ht+5{ECCICIV6nx&<+3B6-=Z;qIUhDM-NzvT;ac+#?rYqqbKa
z!Mx{Dq^e>5F1-XdgWh-_mMyTALTqE0&M+w&=E!(1s#-n0NtN7JujQ!{KVqhK{Q9l?
z!)O<=+@jHBJ`LU*<5z80{@NTo9Mt*)Hk<qLy#eB?2HUVydKd=p^~X;(=iSG(?iU|a
zelmvUG1!4)>2Mgl_jCGHn~7hWyST~>Yu)iaqq*>aOq=NX9I}A~Id73Ao-mV>UxoP{
ze}xiQer5YSGTLJXE-kGoizEn3_U0X`Yng3}eC`_b(jC~67e7wFLsm2KWSHLx5#$us
zQblQtS>>%=3%bJ)23s&Gla^l)EW$8P8Ps88LCz)&cwto+Py?l5m~7d}Z|y)Z0Ry}4
zLqtBLD7k|XY{Fo0MmVnoZ}U`t`%2LYY88Q65{Ek>BDzTw5Wsg3w7EZ+kqDhAf-zcE
z7{>|OW*}|N=96ejILQ1@QisKxgv^iu2xB&wg$aZxIq0gUV|Ib~$KfG07u^jTL`VR1
zqk*tuniQbrWMVcVi@)dz9F(V+vXCnfD`BEW;yzs3_an$}4wIzWn0jLnvpgElmQmZI
z2sHEuPsolCMt8k%(o@WUOaP*e04)c3h(?D7MFIYgo*V2(Antn94Moi}gb)TwVDuxr
z67&ZBeuU|Wu7=gr9F}r0)tlHqMivYu?jpGqv7GGW$dnFdo0yd24y?35hQa6X>)I6J
zm+l^h0zD={<J-hHA`FH>5co;<G0TK}fkt4Qb#|wczyjG_yI{wm53%kP!a9m(kH?dT
zqC@bLM6d@3LlhQq>VwC7gYI5%K+T&HucmuoyEJ{Q30p;U0Y&|$H)Qlk+#Ny3)|0R#
z;@k_Htv14tPr573E5VZ|qWw6uvhCn0+CbE*$g8xahvPR5yyMqw_PbPk&&#vbpdMY5
zs{X6~V0unM-lS+@6T6q(4Oj$PQXnt7uWsGCqh5U1eW8v8NS#JA3Nv4U#WsGVJ|GRD
zdiko01F=u<k`buC>U)DH>cuzQV!!_Dw^!5~{c(a@tDmSZmzQ3}VR?P&MYuXQ;rRD`
zY)`)nAHL6)t}MM12R`C&-saA_u@x>pd2$<L9rp+b!BiC|)#t_AQ+h`eLK_TKZcouf
zJk?Lm$tj?J$LVBjj(yi_lo0|865=^kr-;m1mDwD)FTQD#LWsARV`QgKSs?h36tAY}
zZ)JbKWZ84QL=y$%rWr#TCvs`abrIcl3h?B1Y5sI)TbDQqf0izC0-h_UQW~CJx}_N!
zc?diQ;1pv>eOF`XKgxoxka)H;*d5LHB|J_-%G8qYDGn*;2p)p+eT*7SA3>O3=f_A5
z0{z5jmoSp)CWsaP@kn#Pg}-nd65#sJtwujie&IrwF(|~?tdiWDMo!G8lT=n2Hl1AI
zh3d`Q*FN3){NBB550bTgDNmRbVcN-afZJKYITst&Y@nC1vmYZoA*}8dZ5P$g+P(eo
zAWm=U+H+#*M{(Gv{F}#xvk<&k?IR=0<8U&nlG+Py)yG5yPf2O;nLduK7#?CAzhKqR
z{UR5M3>;=<NC(n0HUnhww9~h=bS!3Oro)_(H%qw~h-PBAk-W(K>BgU)!42aO>jVjf
z%%6ULLA;mx5I~(U-cJD5P%lU*6C>=5f<>L;8{b2z23<-l8=@H(@sO)Gujiw|lk`>^
zV&yk%cC=`uEEvz*Z!;E-IMy%gH`*!w+*QIHp!j|2Dd{LjmE&$C6Px2W!l1>E9>+yA
zk2`Tzz(nES62BgeRty@@tRD*~{p&n!s}Scrio~d|0FK}B=h9a><KjGfQE#)+laL~!
z7vE{)D8H=V%+GTc<=(neH%Tw_AA^T{b`S$LeJtiU=H=LL7V+Z*-;6Qf#b4#d?Q0)>
zxV3G(3tm>2l4Z}0;~VB(?B;R)<E?8q?`;`0uh^HF<+OXrGjD}w-U?r$w}PHQ@&HB4
zJughb-}%R{{>9h->(7UO`+r*dJOA(A2M;d%jsN@YhiiL3{AYgS#ee=^`p^EGpJz|4
z<M0#sy5RU4+TJVXKclRGCxsf>ue}-bSAa=V5WotzLc-Lm;+Oe{PZ$*?c6Q#YAa<4n
z)x2(05c6<+09mei76c_#92MJy7ba*=QPrW4A5qyMJ^qhX-4O&ewEWm~9tm`d6(5Q<
zi&P&H^Vd)RfzkIAG$29nrRhL|;1<*-N6>;)DwMDHKx9U<rnrptP*i(af#wD#((Z}@
zx1{Py6?y?EXBYr!f5|&Z{wW`&3c`ZyjVD(zqSH0b0W61e=$tDRvZQ4XCT`bal{b7V
zb`dW^dLn_4BdUfg73!J6a4<XM#)1}05nh3!E82wu(s~_`hQe|3VEU!AhvVr18l|Jh
z2F!I@WQY3x`x~SiFke^rYXg2C`a42CR(uW>KxmHp_+d`-x3zA;dCZ4=Jk;lVeD@yh
zE7BLkGNAxuY#k4RPoTuxtnL%k`_j;26N*5Xf|Du~%!HorhKlY2l`k>p0rWyb4=8eg
zQ4|mveg&$`MyuMY{~(w`H5*MN^bKfAp=q83(FlbI-Hg=a(oIC`tV!z#4JEAl5JZM_
z$wK>tC@WCp8b1)xHRKE;8lt>K=%Mf!QSJ4Zh4|Y2v9KP2hFaN=Ab^X|=Bl3onUe$v
zFcXE)i9(f+5H)1RsT@QGqesfYM6g6`hael1u0J0Nr8mY}S7=GQFwI6-A7bg@cn(c3
z>IB|*M&nUc=<>lpnIcyYUsmQ5ml1u1jsQWQ5+ae>S+bRDB;|1kVv)ZG<38v|;SAdT
zLR^Ez?F5mC(U9oL!5DFMIG;Ez4)A}$1gY_GOg>>VBhMRY9z-4Jn#y}Xg(B1Q99m4z
z(}W7s1Echpo;R$#^t^)R(({zmmedM0JF74hRA(yn#F>8vP~|hXuk8Z6(GrTEd=;lE
zl1>K@VdA-K@-K?XAV}0h^e6I_BPqEuh$mBjhN8UWLKj6)Se59|$T`nV?r|M!SwgjI
zYlN2au0#8&P;vTjSs|qmr!3_H2nLJ_h{g2kr^snR1@K3yH{e}HUu8n~Cbb#PB{Kgz
zO$)6!qaULP%LpyGu(cQs4{78B*nnVSz}jPXZ-%tu1ld9SCNXJ^%HaxIH6Sh#CK{#H
z1PWNEU?J)NdPpV?(x5|BKcuCKYNX0st`pg&Zf=XpOs^UO$F^`d9b>VZVj7b123&1m
zA_5zZ-DoDlV^K&KvJ(|elHtBkA96!bhk-Wo4U4cAiscCZVp*X?*;P!^5tbqmT#Nd%
z3p14f-aOoHKf!F73f@zH!L3=Rb8jn}@4#+n7g)$tWP){$c$93pQIZN&asUA(A%R=Y
zJG7v`<5_#(rLLx(;vHakS1xohPo3M>wr^j%es}BhkFR}n^Zvchx3{)#zK;!)816bY
ziAT08Ss*;fkgj?JWB9?W)|I7nW^oTJX+<pHOotKFCzmdS4r6aLLBn-81H#FT7$!5d
z!bMHI5UCI&S~JNZkrr_A_|_0hJ$_&}qzNI*@I!5hAwWO8c5_F*|0&$LwxO36OS*h?
zFWen;X)zX{_vXXd0HL75eX2~Xp^=2snaz5%|H7CMoh#pLccC!t5&Wm&WIzPU=h#-K
zWF0iyqn!XZ4M5z-;6iZxiG=uMG!*upSd;1Hlvqup!gAF@IpNr(289?C*7-yBKF0Ws
zu!H@SE<B^RXD~{G&0SX`B7?5C#uEg*!>;s}4$h_`%*kVkIB^I%fi3;qxGb}y45m|r
zZ(H72uQx;)hiam~`@VAm3dFPO{%k&q)S*bVhzBy}0IaojdoX8ljH2dF;Z=4RgdOs+
zvq&}boE&yNgb%}x6XFddQpTC(>N3J;??#_bqF<m1h)TB7+-P|k;kOt;Z|tM-SnQ-B
z2^LIkDpIjs;_$*U7Xbblde}ZD)8Sw+BU3jRHuMH#tYFlP<bEaW4e%!ET&GM9@Xm7_
zFnWBv$Kh5g@rmp1QY7BWt&hLz{Y^dKB~SgN&L*{z`pGR-KZW0!`flYeBO350az#mY
zUkT*mCSS;ZX-%!mue1%oZ9riX>RcN#_y-A=F<Clc1%%gFnDL*DplbBN0U;0&E5iRx
z{?gD`Qk>dAIDkPMssu(XqRzl=%7N>0*6eMn$oDLdQbAS>9yQWhDqcA&x*)|e91#$1
zpA(2}nPGugOKouD+QER1fOzf9Sy==5g$4-|3BYEr>Grs{wc03nv{6s~p+J%x`F1VP
zodd?@1|G!D*){*cmrtVE4a}G`f^qtv_jo{>^O7Lt3i$y`J*<WmBMxhxnD#+{WMyRd
zpkLD$fIN*c4w6crysi5(-I8hY*Y<dPJ9A>yJ12VB$g48n4Dm?LD=?v<PR2OET8_oM
zw%}eTwZR}g=a6#emg)sE<W^tPRx!LzuEAFI$-!ur;p|bA5^ce05=2(`jr1d8KbH5!
z^xZhyz@Loq|D^fnevmgyRc2P0>qo<4dFLJ#)3G?`9v>06j>s4^$K#s&lcQsedFI|c
zB1W9e5-Hkl9|um$FZX!x8MoYf$3>s*mHSkX9(6o^{e5z^PMyM}%RgcKQqb?#oD#@@
zt7sN6%i^1g7jWBU+iz_nz$OAqOIf)cj^MIunS^W0PgChjv>8i-aa@B|s;#K5a~El=
zA!;L;Wzv7@PlVQ|lNB5a=x|<bMvWDIX$(`f!MIgY%bk!t3KFzxw9$&VWYKI>JOuK%
z6)#HJ!8GLZKhEqd#+2#5%Roz6UBEz@?AAb8oMoVt3>f@6?UNau?&Z9Qy%}E6S<KAj
zVFv56IQDV|qvHJGft!&XCF7N5C!>ia#Z&LujPLYanKDm3&Vkq|aY+=f-IIzPU3U&N
z-jWCqi9~(1`v=-}3LyzHa`&kUeZ}M}X2QkkAwtgWS8-<1DHi#iUSs?~Y&;(4BZ{B+
zU2ZYsO7UQReGonxPinmZskI&sjK{GmfB6o*4{oaWjCH~170+ei!*DnrOz(`kltULe
z5BH`SuD|c*LJ;%w{q8kRs6nDea^Vy;(Z8e!V~fn+xJ&hu{5^yURJ|0sJ#wNX1%i;p
zhZAHAm_X=<j2>O#a$UKzwY3$jwN@b!9OGsL$b&HiumL=bI?y$61-3IJ7{xt6jzZ$k
z8K=n+;vIjgC}Gq1)HD9=2I5e^5_Yf}(Np@ujr<-M+v!VD*UzWO=Gtsj>nqjf+A?&l
zgW<H+RRmBE_yNTW4flc!Dkq`$O!;^_m>rgvWgNr~)sc92tPhx&*V7uQYGb%X%-D-j
zhwc@BdCM*A6|R5@a{QKJl^6cWW5aSkr2IkTewgB2z(>TyFlPFew52IPQha$9(aE?j
zpp&pL`915N|9C$71gfYVlGc9>9c8!?j-yPX<tG>{@#af@z;qnz_+n441s(u$zf2!e
z(i0`_Gs>>o#3-hI$#w&y0^|pVKMZKPC73^5z&!GQ(|!Y7;-WMpx_kdaWAd+yKC|k7
zX4U^CTJ?Jlnqnvh|JCn)@1^B;{)gFL`3t{u?FZ)?|MA*y{*M=b?_c=K@BKsHp8eL|
zfAJUXv^je0nlE1$bNu6=<C)=n0mFGU1ipqmQ>*X!zv(mS7dHJ~qkcMuUBBfu>8JDr
zFu3yB?gtC*Esl}C*38{4dyCN+>@SP1HjYiNE|}|<rmlHxwd`6S+`F^GFC24b&bh$$
z%(_bP#l4hz&6I<*i){s#C9st_oRERpRj=)^G#-Y+dJ?MO)`B)N4zzb;7$(a&;AHDO
z9Z&`^k(n?{mF6>QN#2Zw&P<y5+TsBqR=PdOL}?!D8vhEzUs*_A3ZP_#fFbNvz~@YZ
zP%)scppGCAUxl#4{;gywq-OP~HA$%nJ?d(WLgjP(-j*z{3=HKD)}{g&!G47WrbIUz
zkB3N6dVp|A%EVFz;k+t8sNSSb6x5P>9`Dev4>-&<nR9O-Dsce&848^(?7Ky_O^UI_
z27(Awf8&M<tA(79s2)-92O}aA$Yj_gGSESOw<(x862gIS7a)kEMDhg`Cnl40fkY0l
zsfXdAOvovNNJ&i6U`U$cA$SO4alyWkOb8LCDGEivCc;JrSNpJ6?upP-wcs9%1u62C
zqNjHVKOz|sY9TQqY!<AsC$K9UMpr-*nJdEjuuF<(G!8b&GlT@=Ms-NcL7~G)s6n*A
z+<7R1KyfrIRlsVoL_}s_@avW~obu8AkzhCY|Enn-fH+eJ0i-VoiN|5hEdJNz3yDlI
zMJS@DFfAj)GQ~D<T=kA_2X{_5I)pho+A<hPG>C_e_RfdlL@)#4#eNRExPT-+FhZS+
zIBV4I&iDy61(r46v&;x+EJ-^8uiYXZ5*yxmvflo@tpI5n$rVHn5JWP$8titvpHDxZ
zMlcjbB?1H{pz3QXeD84+@RBNFdS|Z*lB`5coxZ?og7d3N;zATW)<%_%HHLx*@m}E!
zk)!Q5)NF;tKngU8{5pMUp+TiEm=M@V)tA4t;8=PkO0XpCKx_li1x?WcsYP(I5o8KP
ze+f?FdD55(fYNeOFWprd^mBF<x-BjDnsrzY+9oHci$xK@n>04bZMTQQB(VUJq{#?u
zwOpY_N)xhLU^gJXF9<$~gbi}#m%r_QMKjZ0N=qcUO9;ChiVdF$Y{#c>s1Wj`llzlq
zfAVX2mGJ2riXR^Vg=KkiBsA!Ka|;yTO2mXeCJJ(g@b<8jmN$>VN$wEyDJWysCfAPA
zV?I-pts^6}>`aaUnK3fSZK~troM<XhW?PsXKgJ`CyFXU8C63s>m~9Em?+crF@Fl@h
za6u$(rZ$fmM3%B$uS^T-Q*bP=)mk`}r!y^3{%a`-26VOZ%Q2(Py~?FfXRZ9q=X5KG
zEbgW-m7DttZeqxW41*fPPpGceH`<-`mA2wd=1a{#Ms*futb~h1@+Y+p*2wT*y&1t@
zxwbP2yHSnPi|yRjc--3B-Nt&owcgjS<(EZBV&KfX1Z^i+g`ufee%&zy7iZ)B!6wpX
z4G=<Hy}P_K-iPDdPr}g{{;CgSCHUv}JTjZ%V2Z2lvSt*+dOttfR;i|Nn^d~-C_qqC
z{9=P)iW#kZi-l|4G<b({iBTeE?e?Rb^WIf;{M*9u6`@X%I!#?gapw+$L^%>O^n(3}
z^3@?<7_QxwS-2bY5h$I)VN2aT-Q<`UzQ8I7`0NdbH3YhV8@;k`2Da&xVtez2MBadL
zaTYh=D|EYr{~ufsyW`<}e^iO-`!85o2$^N*Kkh>PCFdYXYWNxHSM|v)(aNc>ijXg@
zUY?+qrdrgE=P8=%GcXgG%?{JGiZ8&*N97`ycfNGcvdv8IpJ$4~XNtlvQBj!K*Yp|~
z{HLe?>B-;t(c#)}KL5ji^56Y$fAigG{fpq#=70HOt^cR~+4ujs{Xfhe`^TZ8`?}!x
z8mhe%^Pf>xK#8d~$CE#hX~}Kr7QU-9mB~_WzZa)lD+##u?syMbPLgk3%Mp%T8i)O*
z>^aQFp}&_toM{a97e297ZhPW1`E+vbkr+mr$&gF|rHbb_e&r?Si?>M$++(_vC0@hX
z$9pT?wSG_Oi;<^cd_ZA(kokQu>{VkzVio5|xa3!3LFUMz6Ja9mYK7odEJBQ^$bT_{
zj9AvknmR?4(Eq(p8F_yMC(_tihdfW|c=RVt5c_^^5n9H5Hosuchs3&)9}&^9h+~h9
zhWr9WFIW5`**iz-FOu`dgtEB>DqexcvQI3VUu^7cxE6n^&HPx<8PV+Bqj6AEXA5Va
z2F@dn!>_%7me0wqcq%3-<BPi%dx`sOF%ho1*peWY?5odeoJ%jsH66ZklvuM}?W}KT
zx3|P?myBXx!!_W9DgT}LE&(UFrZ66<uJ-$NZlNx~U-**&^yNZ7h<`Dap4^`yyU|HB
z1lRAx-(|c75lBs4ZFkqTC!T_fza=_!ra;E^u#1>6({K>Hr@k~cHrmFm=7TGht^EN)
z#XUe`F(gfkg7+f&eK6SUjuAw1JRH|{4*~Vl@fX3zV+7E7@8S51+63P=v4c*=Nal?Q
zcH{lp=nGB?c>da`cNlyKgiM6`{5Hw@y!rE%1sfdj_wOO8AVgf0)edqrlJ3F&X*9(b
zgsMTJI~iPy<JD1|A7QE!jk+dF%U`;;b60xSKvXtFVtPcjBLUpLjr$52M!?92ZB5>`
z>v_APg1auLP!PC_BzcIK1p!@OxZ{lb6;Tr&g(|Av|Igmr2g#9S_hEy@VgWRO{lb3U
z?cUYy-QEIw(><RU%z(Q~3}yxk++u(^%<O{4FSxq9W~L9_U432M0A@*wK{LV(kzrFI
zDWqToLzW#TY1tG*mMvbG4vAqZB-1n<r_diFZA+ppOLjPd5wdB^LD3Nk|6XRktgP&;
z>Z<Mr7Q0069j3c7^X1FTSNZYsz28%9JW2>n-H?08t1tP%O0`y9-aY3B3oG;W#ogJ3
z^VPs#3>MEVpQ~$`dPNa9tq4>^H&s?^wSJ5H@A+gJ{o<ro29qiR(1|m=n#{04iqvF|
z7pxrjYe7fTe<_)GwT}HD00Wu&bIIhJx3)Ru#etN{+Llgz*^x?u!KJNgLAP?v|3p`7
zwVIN*1+*ELx7u_Q_Gv+v6Te_pE)p~QWIG^P<MP%}ZNt<_zsgp3i?k$Zi+7pBY@EfO
z%#duJ#R2XX;t)Sp({BOaF>bn5xlA+%#;Tk%m}6r#QDre(@Wo^Ys~pKDaA)cl;fKtH
zABHadjsUV+5%5N0XGGR7#?MMcJe5XK<uJNmHZnLTTAtWHpH(GxIpcPq8lHu({#fVE
zUN;PTKQV*;mb<GVJ+6v!XFq#o+c_9o0ET?wbu|4R@Ktku$CVyJVq<}wtM6*>`XN==
z$;|q_5kwNbq&tdi1Pqzn@3opFvM}ewibhMMu@|79Kys_23}3A=8<&%VFlr4<Zl++X
zcmQ5#cbYwH#?ZYB<z;_y&JT90s_U}Sbnh|)#{mB&ZYpTccXWz_icKM4qx{H_k_xRg
zs$AmS1uDxVA>(^$`fETe4)xMAm8UIP6kZm{x0?DET}#p<-4A&x7((P#R~;}Tju)w1
z%@|7Ni;jAB0P#ookA>QkgOCidrTcCBTbByekXqbM=;@6>u0BdFE@PW&e&M{Sgt~y3
zX49}bjcceBmZltp-b#*iqOQtSvZys;z5+lcV=~}jD@0O8n;qy)(bgLP@nxd9YR*aQ
z^|Uq@f0J^NdLyMiiI++s-Gy42n_OCVjPxewB$n18KiDAX;X>`qMd}rI-`;2!s%jV&
zYr^EW1Y6re)eI$*^1`B?f(^<=Nb@eguqX21Iz7yM=;iA{qlv%}!1_RBVGpR$ON7k8
zs+O-NlizLE0TwB;8VU@>Op(0Izc8IRE?uPQ*>Me9g)iJHd_BSij%&pgp7QpD63Y%N
zrkLBAzMAX5(#6@a6|aPnZqC9P@Fef#tKPyVS-BE4JKjAU_(<~+k$(wXb7~<JC~%!3
z`=VW7Zvs$UDm5qou5^1*z#>onS(ax~vB-@oLIXfilccFkl_XgQwUQ<SD@)>|0k;@$
zF9bw51E+-WjuWvFwrgF#<9!Q$Zr-I37ExWXh6=x#Y4`;8h?A&arRAsBfMwNzYFAgc
zhXO{Fc0z%Zj%?i?%(n!<ispjCCq(;UzgbuDApoHcZ>U{ihSl4Lz6*_P0tz182K^41
zh{0#1^p5wYdrlE+(wiP2*F#T0?Gjg1v+gJE6jo*d6@D{B*TZhEi}pxfWD$5qVW0r}
zEVWf=uH*oX%3we&P{e`{7bSFAEuf1!F;<yOmm~~)qC@xLs0iONNCT<jL?n$fepf)^
zp94%jjMvTrI2l8sUDcF0l!T)VMc$|fQ0uWUWicMFbi_QI4Mo@tEPON^1j|d7b+KT|
z96=pHKs_GL3IwIMFERoy`!3+_?}e(*BCrSyRq9Qon_YRe?cr#J7b9$we^x6{LqVY1
z_aIs{lr8^`c+8TaWrC?^%7k3k<dA$K);QtB2*<BBh<Au6w?H~5(RRu;$k_K16)7s>
zWGmPv@!0K#Fi1oXrMxxjm32{-XPlvgWj22IU4*z1dSe#TL<bU=;G9}prBS*_Z_q{Y
zu3lUhLVK}<t_J2)qfT$Eka{gfn5uRWoCx?QYJxt-`$6@ar)VQ^8K=x4jg$33GIj5s
zb$+u8>2pZRT54{`AH<e7ZTlnpQ?-B6d%?6y6Wh1!)63X<sg(XUH$j=ld~25_58~$5
z-l{-ku=d15&f%)}N%XYv>1Utr7v@JBZL-bjS5sCsiswObJWP3>&y$yqXYs_YTAlVL
z=vqD^lrFoA;)^sp<um%5t$7VYUq<lZB-t_^t|<fW6q+~vSme^bG+by#7Itw#7P?xc
zJ4vgm!_h%CoxltIHlk@Ds7$?#iCKnei$wO=e$Qr5)llS*mQRotpLa;+W_aeG;RR=g
zC1-}xf%6BDELCE5SczCV6XjHKeN{UU`}hP$S?k^JJvMQEY~uV7O`Hc0-+C_a{`Y(T
z?d3D;AAS5QUq1bVm%i8ihu`~+-~Ejrxca-7{=a|o+kf+w%7uT(a_#>6sMse@f{%D6
znm2DXWcZ#4h$(?_0R!CR`IQ-U{a>lm)F(bBI`}OBHq6{aR2~9cm|0z4-P)PiK?tX?
zdz0{7X6lWoS4Mm>#IR@vOsifsYEeWVb5@|w)Vg-^k6my`!a;v-`BX-<%~MXaq`uP9
zoN@vt$&0L0#!=#eH+Ra32b4!`b;^knl&@qA7o==m@h4eQYtl}oMuLr!hB)ckD(c8M
zek#|PPvfL?R;L(KDFL=b_R2aXVX&;63{N@XsYcdXopORJ@y6j)0@msj%!(1TR7u2m
z`YnsrcuFowEU%_Z=B~&;6H|Iga;*7E)RCcs!Y+)?{soj^l5$~9SYC!kRf<Xalhlk!
zidwIcP><zoO}u5LPR^|<lhnskmnAryjOHvsGF_%dQ=(-PpMX9syMobFYuPk;q8eGt
zCdubfwVf)Ra)p?d1cn`~;-gr;{IOKagBVv0s}}`<C+X-Q)$*rt3_B%IjBqBU_w@n+
zfxY)0#YUXwugm(|lKuvuHkEN+f19O-y8-rOrLn&YB239g>@;-2<<jF=ap{7Fs!@tr
zNhC9Tmduibzmv~s{faU0B>2!dalNCC=1^=ORHp?-6a@>Jj*GD-KqBJJ0rOzNNOc|a
zDJOZ4VM8Rz*dd-{;v@nb%sC=6%(Nu=o}{JXHBC!OybQTA#RdzxvXcU9ct)|j49ylx
z_|UAZY8;wTPK!JgBnUv*Ti@8axv{pov#~y`{IK*J?O{1GMwJIgXl2vrC=0H%WJ5EX
znPpgqNji{6?y6+C#5CI61W1jc0WFq0sRPYlR%k&_ecs&G-pzX$&#)r8I1UZNX>B|@
zn7P$~p8t#hAvP%%a>s*nbt_q(IzYs7$8SrcX*sOrj*8}_=kiy}9jz~&qJbke32L#o
z+J|Easnc2Q0gxO|{vLT(HS_L`FI7fxL^Cd4=vw0#z3}?NB{NW&zKx**MS{2K;36Zy
zkYTeY**rXTBxdskJcbGUdF<U5%YJpfy0Eyg!c&*?Mu&(To_f)2>uc?9y^C9)cCX!y
zBu3V3`TV*1`Py7{nTc^v=fOeCh)2fcrm}*F=}alGUOHWU$?OHroU4_bIpr^RLb`K8
zM$@xeoZZl@_GLDURo<DIR9o}p(cQulm@Q%|I|sOvxA#{NTzS*)=-rp5S%iU1Qu3bP
zuBWovMfk0eYRf?|C5ym3m}H$M!7qrj*g!k4;m%^DDu>g1&0Ql712E$msm?qUrG*Z+
z)AT%>Dk3wfWKJhqHAZ7H2%Xe*YzL$Dl#4?A8i4Ag-Y6$2Ik^1VAE^__p&D?0s8>%b
zmCbLn=Zayr#_tfOHLQ#07QJtT0PFL1u)l3KOZ3>=sNeIub?*l&-nW2;t@tX#6g6yD
zzU|)$t41WkX@p|{GJWN8&=0z?A+joT(j=~)@t;EitgQswVa%(v6qI0P3@Z!y^$2Yt
z<k!Q<qQ25%E54GQvdTbq%IFlzOLofmE59C5mda$N%+@<oQ|peantciR=8lx^Qt)sS
z)ZY&$K{Lak`N|~dTjtJhZ|v?i;2RF>O*Eg-_*JL{ZLK13&6SbJ6DM+JuXqIBNM_SY
zuLkO{GOY$dyA(%IAggH8Vzx$B*MNQ`>ql72lI<ffDxpqj3DZ_s#{&Pc4%I~IJAE=`
z?!g04m_?HHtrvCRa}R4vs#snYh#(EH7=|Hb;MewJn^?NK3ZVLg#V&#i;4->KaWTSf
z$%nUpkD@!Uu`c1UN8Vk(2~$ge`LrqMK-BB@YdryEiO}G%M8>~V@yvEm>!S$=GsFa{
zP`BhBo_5j0uyB^~8^Cotr0WRWiBk(yunHOgLazj@5qaeMy`EpY6P2PqSceTbP1Wn+
zcBS-@Fo3?dA9`)HnC_0mB|ZA80|R4W-`a;CJwhiSRVrsu2{`rZcVWaXN}z{J!mhM}
zUBg8*U0Rt|Fil;IO=JOgzyo+uw}x(HV6o5UrDh;ap0tenVD)YsT0|Nr;{}zUc&2si
zT~Zc*bHkC6rPy*l)?!(3af%z9u^ynGbWf>{`n3NrKibZ0fT2U2#ZEag^`leg;h*}|
zsh8}e2mG5&^%CI=50`Jut9nnAcd@{=%RRr!MsTOfy8<P*9CZvdfHC=GKJuF{G9out
z#3!(PF#+QZ(uZCd0a5G*u)2{eaQx9jG63{~tcRywjdSJ~IHvgp*MgW5mh<Q)X3>mr
zoJ{k0d3|+zd*kNLw!zuM{K||Z;&Tce2DmtJGuQ)oG0n{^E~Tw*hy{$+A;soP@skQo
z*qGOht@SH|sfms8^Hw@02}SoABgHt1lw|QX*ispfkutpUVGy6mR6^<ts?s0YAC~6C
zYk3^t-{c1t)VUqyZZE=Cf!p=0xU1xc@0G7lh+hr>`t%x>Uu=Ki7Xw^BX`*XZ!J;vB
z<O;4jdU!MS6Om2-Dt)uxsNGrH4{CRi33?@D#Fu0yF%@Lch}T__=_$Qp8rAA4Af3*!
zHug~c_8r+AGxDxx_bI@h0I4XQh77cdbef3{>A6S~Fr%vqDkogIo)vLoWTa_0D~i6M
zIILt+ZS{@wM3c^+Dz5)9W2GuUkM>(WVn-qEiNtW7x}?)GrX@}CA%AhVfSBOEdPcnD
zmkxRXz5n`bc0xQ(Jd)D^?&Rz?JTlV(A7m5Lfw4*-<9A-Q;IuUntS-zm#?zaQB;4}0
z!*&Z{({QxetJ&Q!;%^R?%J1<Jyr4X6#w!Y!I|}SXL!@5~&c=W9`6?JY0$ot>u7Bm2
z4vx|ZqvdzfUnW9cOHUm-SE#u_ym^9*iQuL=9rp$2lLr$lv1Ln(7Y{wEkNpiE`x`t&
ze*>pv(|jQAhV%^K{SV*!n?Litsc)56{_!uq`>Q|q3)MgKSATx`(80ggIsMGv{r7+T
z&;4JoYx#A4nS{;%qeA1cg?|AHe<cl%V4ta}_?d4a`e|U=v%5}-gRTSuV;#1H_siV?
zDk_|?E_jQBhVD6)kAp_*ISXcJEy);Z0*Xr_ldij@RAH7rh6<BtjG@KUEX2x8{b+JJ
zO(JQlHR;)eG@C?fOy#C_!O+6&cFfRD8GgUFA9i)_#C6J`TT7u!lv4wM_>;H@81!J7
z1Xb<ZV!PwGFPdnik{`#-)1ZqAUHc8XGHna67Rp`qn+BRb0qM_Sc5%fDkGGCw?ns+;
zwu&a!C_?pn@2yl|8!b5f@gEmImnv}40o&^5V&%N~bG`yMt2h;NTl|xZtj*lZAdQKR
zb1wrI@SOQ`F_{YJWnz=!3*-6#mxYwK9z?h}L0D><HNA~C!OF>0yki~0@sPQ8{eH8j
z1XKhiCsKw{wc9#b->{k*dch)Y{9v@KlwA6nR2l?iWf0o=tPG^z%1W0yFGmj2v^gF-
z^Fy^}Wi>VO()QJ5L9VRF5kY}t*Pc^m;3|H)v=3j@*5P#K5<?<f@D}43xw3j2UfX-u
z!ze>0D0zsLJ7tm9xdN+MXeKX6vNywKu-b<DM}iY67C&kubaqhR=>ya#QqQ*Wrs5Is
z2tNj-CUMFsn}|zZqw!TaFX0w=3%61LIEW;Fgv&{*A~d2GWC&#s>UGc1tK++&P?x1(
zcYPTbPW67PgM+caVi8zBfOwQq)kPbSD@ndi1?c*@)AY*fM{f@v4}e?X2enp<zxs$f
zr?T|`$PHK|>X|{R^p22P7ykJ{w?<7tG5xUL27(QNU?-kRFRwDn?KbWQ=!{Il{dVI!
zecbaIWCbEn&u?{9N8(md1PvE2^;tQDwNA(AT-J<J7t%CUj{3kP_FVfbsf8yZ`%zgr
zXVe>A43UU3O$j>8w9?GeGwG@k+y|OiSP#lkuiglOREmj{r7Y>(W~jp{i|55EYWp|O
z67dTf=jAl>EwxhhyJ|d-Cka`QRN%5&R)9-kOM8cvOeeLz>S3&Xl`b6TD$6Q`UuN}F
zsDjn^SnW%NU^!SpP-~SYb*$=#5iy(cuosC`kV0FFu=m1o1S^G|DuA+t`c!9uBZ{Ky
z5(U`@kS=;_&ftBba#&@Qh`Bn)!`-x08ml^Jv7??HG8tKc)kQdRPiyr(*5Y}Vj_x{<
zP8W5p#D(nut8=M@E!oLbE#8-OA?SIjT)L1`s+>%dVs5EgDH}Gbbjd=3*A`2#dH^+R
zw$M?JE@H`_RYMl52laSj&{bkAh3bJ?VAL;56zL~adnyrXJoRl*^va^IWQ7Q#pz@_l
z&q(7=tAM(|u}7Q~w$zIQQaLxP#4<7O=TPdtN#roITVix+<NDf_+i^GE#ummauMa%N
zu$d{UCn-0LX1aHqlqC`e<=d9&*#@$AU|N;mx=8xHDO-RzLUF7Tf`(Om4x_)+*H=wb
zdOQaHdlf-r;|xcsZ-GXx@@K<XtD=-&VaBUsqyNe8eKFj6I=|ON1}($MWis?8;_NbM
zRuZuGS->7yM(ZigFI%R}jYHdVg2^2XK9gscGtBjgaI76q)Y~vgs<Cs-_GEcABRV}m
z(vy+j&y>>)n>CE!G{cvBbWQyfZV3+Y%@!cS)uNA$_&IC`;X$&v%#;0;zVdSv%=Uel
z8n6hW%jMBRKXJqJ_^@O)hgX#$taG-Uk*PR)%3tO_-T5So=WJGoaLDWT%k8M#>$ciW
z5u|IrJhxB{7HZY=isK>4x?L<Zr(n6(z!|XHqLVR+Mr>pen-HAdK7g*PRawJ<7rKJV
z>h<lbnpDmzGibc(AdkABt14Q_P)g1Wq|b<}`hxCZ?Aapf=JLW^b<yA5)oxvitsKN;
zPVVia!F?R#bsz_Rtnc~;(%JSkWtfIp>~r^RY&L+jivVS?No#rUcKTI-zFzFe-<4X}
zdVd<B$*_)iFh%M#5Bxj6_ih&tE+RY`j*yiGG#eb8?3qpfJ`jPMIL=hN;hlghvHs3F
zG{hgZfmd7K0&ufH*qyP2&!QlI(w<h&ar4+bCsCI&Nm};nuSun^N8&3i#f3IV={;5D
z|A{kE;5=WEoAL_;n;hPY$Wj~kalk6RE3lxaOHi%CW*q_7fMtf>A*hHZGKBpeY^?zn
zu`d9x$$omj!LiaxlFGD%_=Z;nP`ag>3w?xF%_Dp?ShTmjkFH<+0g>w#`VjTAWy3Rc
z5#k9?`dz?MYe9x|X#wNeW1N>z6B{b_Lo?8jItTmHd&oU>IO_6}`6SdU_Z3IX?rW~8
zO7y*$K9l@wvE|2yre5H$5BV?ipD>&nmxsfO!0E($EW#E`Gdk{6%Euf`8J5jt2XzQk
z$oVGz=$uc{`_u1&3f*Gs$Hup~kod+~UQ9BSoOMeZauSZwOf4#(;!keCVZYN!V`D(7
z(lS2i=gjOxWvVFC+R1=T15e6Zx@$K+sAv<f0hrkr5P5)4kTc@WA*$@Fs$VqIu0)t^
z7v^>1>t-Up)BQ#hYNJ-i@99js4Ua9#9$S<>M2oVNU80^Zz5n<heB=EmzxmJJssF-X
z`^t0w=N~-xm;Q0^>p$}cKk@AU`hTDL^Op{N{5Q1VI=?(BW?+-x;}JBAQholIvjRqL
zY6&X+{WW36@iBtENXrI~KDh3J3B+~F%1k6BHVCImRzZ;k#X;ayX$@D+dtvt=HrGM2
zwdX!n+CFH9ov49(Q{$6$-Z)iSPuOCpVxu2F<YkjlyZk!Jp(KUW=tq@PrE85EIj|<W
z$CGAKDye)K*X}x9+e)okwo;;1))DkniLR!l_pqkmAuQGePQ8N$Rf2<}r`uDdOZ`T(
zUM5|G!6KU>ox-jZp=Zk5*zeW?(G^OR%<W9dxPT!GzEKW+@?Uf3!dsqnf@W^L3Cfp!
zU|U2tW2#|@ofJk5z=R)o`|#i*f*Chs#ZUWG)n&4HQk(pkWBY9r!y)WR)bYT>o*QZr
zVFP0pGfkm9Pa8vB6Jccy6vHbKj~?R081n!Qlrgyt#7cr!b$L?-z2YHq94q5OoXP&{
zC?wTp@?u$L$5rR8zzEYsF`p>(ld1QUM>cW}_u;xOce9OZqY3wP(tO06fEZK{@acy8
zT}wtxQqag$+08(Pg0kD^;#26{Og?Xrhy6gmc%G{;AGpo(^7UF55$uiLX9Q1qm0po3
zo}RRuv-{KdP5Kx^F{(P~z4vHQh`YlmV0@K&AH-J^rX9*CMyBH$JB-fY1tA5Fy1?d=
zF8M*uWNofqa`n(Hr6YpvRM6P7h;WVO-z*{^h9i&~F|&~C`*1>=jrPvYx03AwIBl~J
zLn8ClLF4(1W@knuH{6b^LSnR2=BPFGPMQ)ybZg4ii4T9qE9z<#Jxdhh>Wp$hGZI!~
zae3E>l1|AK+x0-qFJ(;sSRbWv98p-?+A_0!fSdRmY&;j&AnoYl-eGFjphxWcdwQi&
zs!Ot$C8`_u0X_jwcG!L<#avB=F+o=osCvwmaVA=P%U8`VmK?^4mN@SNeNE$Pj4m?1
z@|zjw%h|7ZZ{H9$cdCP|S64KOy3<(M)k49w=NcKM7X7@~Z+w65>*&lot+g@97*-o&
zlbVRZ#ss<eVBEezgB%#8`5`ggBS+RBJa?;e?Z&vAx{NcfPK2ldRyrYqxJpya&Tr_E
z(v#Y9#I(kEFjU8u%g>YzM)vK6QZliQdul4jweSem9O{aLZaAJKIF`7+=WESw8MyJ4
zrSd{;Wo{vu-({^FbDoDME|YGuz&WNeYSek$UznlceU#3IqjtVN8cue24$V0Cu=~;~
z)-6&2&O7`<v%pZ~Af}m>U)TyDljX;@00>-|VP0U_0?diyjJQwNF{9}~D*(@+rGS?Q
z;oNP1a1(H9od6+n<yaiLME;gP{5I+7e)w&QLfx(d_>cl2!+C{{&^X6>@JsE((L}^7
z!)d#OAZDGWe?V9JH6XzGHQXBkW)0D~_k%_k<n|Dhd%sZwm9`9;{KIco2o<lSYa%}j
z5zQO^9N20$0RKic4HTpUJ7D0dQ2;*@in9!N9|7nl7zFs7IOa#*_Qti1wH@z+o2y$_
zuC76WbbbBm&ea>&OJ~sLvsAeON+;dDI8rvT?e{!+*q4xh)RCo}9a+S1p}-rcUYbYG
zw1C@Sm=;(sIA$8o#3`RMQvsgJAK>Lb_uR0*`o@@f%5`I`sXo5beSD|;5bty|*L=M}
z@&4#vEWH2SfA^REpMSFO%<r81sbBi@cYpWAlhuzu`0u@c^<zJI_LCoZON+1bOT6nD
zA*iRK_^8l$e1BTt{#1?KBiLtZJv{R3W8LgZy?y%q?pU|Gg?ErCSH9Th72QzA3QX27
zioYXoGgIh|wE0Y-HO7`Sh2qE?)f9Spx37;cvmf4N_Cvime&AQS_8r=!FGHlgtmEF1
zZy%huOgx3;ybEDknRiT|vzv_kF}7HX+e`5s$sY|Xm6CCvF$roDxzd;{Bl*2K(>uw1
zu~A%cJ}{7uyN&!FjOqNkt~c^~;tru}+;B{eW_-!<&BE6(gT3m!=XhX*Cn2w&soM@#
zc08;*3a&4Yqo+gl?>wdsKIB?Px>opNySLXZ!zZq{-y%Q1Sp;xfss$^vRiE7{b7av>
zu?FvX@(S34EmJexgC7_Xmypuzp)jR!v0n#fScQz4kiBwEXNM6N`4ec$1-QsX@wH9A
zw_my5Z&iaX4j(YaGb$gY);t8g!AiHndr*UO2aHm2UZUywuKNhiLY}YcQ=qT&6P2`C
zSWgO2o^mzpx9jY!$HFspf~9A##U4OfH#|B47QHOlJj7mD%*#<_gR6Sx(wW*>4;Dmo
zz;bIhf~I%55uqjBX?l1baiQjCy&KJ7&-(zE7zijc?X9-!-Qb>gEocVF*uE1gN^hFk
zym#SIyjOu|DiylexYMZYHrUtn>10)^{0TriN#svGa56AdB9@a8;pqg0b)x2#pfOYa
zW+i;V#hQFdklgC)QM!hePc?;-0H3GYOH-%dipC$8kE?=i!J7{Qh{1_~i;BPJ9ahAd
z<ud|4jl;`nH3xa|l*N}cfBfd)dmGPGZ;A^vN0#KP{bor78lw9uIU|M*ju3=UNUO~#
zjDsD$nK>tl3QK7fR@B@4CY*BXeFCSWJGOg3(xJam*a}L1UEZ(Zb}l~eBXCr!ftxhK
zlv5?S{a>c$LzJ6v0T6Tfv?nJ{x}C$!$>WKahTj`Ky-#vl%sbiSS^$`7u&kNZ&pzER
z%uk`qGG_TO!Uny7;6V@f!}Ea=hhU;Ek&HTV#Ha9?6vKyRyC;R`>>+myA9>A2S&v}C
z!YE_XI|9fKe8jV7jUM72pDGdDQx(?2{gw<ABvMe4f_cOronHsxMV3QT&%`<M3l-CP
zlCIc6!1VH+nmW3JyY5Fh=0=RIs2Y!+5T7@)CQWJ;ulrvd%t*-u8OK?U-spCK3&1~B
z4UQ{gPB}95+|=_^Uxti)jUPRvzdW216@Lz?WW>rL@jMKP6MyjSIir2dgY+{;4*fu6
z(!U&Aq4dn9s0D*_v2T;Fh8Sr4V}{8ws*-VVWLEL+h^)?VTV_ZcDnNm5@Ie8JY#o0z
z;{(xg>{6%VLUH3&sbo72$xuO}E{;+{g>_v9CFj?{yL6bhwD$t+BMk3riq+H#;s=`4
z<Gb|7cj*uDF5U6U%O!_iQI>h{+kfG|X}<N!fA`OR@16hbCw}?YF8}`T{2%ZB=6C<z
zFa7mfKmD%{|JUn3zoDhq`Q=f$2A>2UkKnbi>hs5(6}aSAl6|sd$J?NbpTRR~>2A`C
zT3ina?brZVJ|#)O{E{8gfRd7j_fm}V53kShl?f%_(GU6*Z(iNu=K{x@J#v&TqeN)G
zwxjTHbwsHuoOhwMHe7t9?{10AF@>unSA~`v3X0M`j-4ID7mIqP=(!*D?;+d?;q%9C
zRz-;@<v}TOxT-r8043O)>R167F~^~M1Vw-s2Mium1t6jcDk`oIa55)U5IHmgaAwP^
z6DZ*g7z6_tq9I5Gia_%?QiO=#Ab!i(5F)%o;x|CO7mWui&`{4Oej|EB;y2);6Tg=#
zONrlzACdTt3g(gz=JCK4`vSSlogIGaO<hTbnBa*7dP}65vZLo1BoX)-=Zr)M4w2dL
zvEJ$S13bg!5-h0ID<ypCR6VBh)UN0z!0P~k2B7=M-z8lW&dYHiZ)k#`!SO^=2ncw)
zW?73>wP1%MU&JNKP3>W6_*No)-$Kzx?3!*3&*cPCSMJGpKp)8<eS81CSzvZ9z&}~U
ze3(@Ohsfd-Y+QWae-B|K<_XtRWLX5bg&;F6LLYRxjh5%Vive9M;W0TZ8ZhqX5rE>X
z$erZFYx})OPT`e#K^Bk~s=QGglIJR|T7kxCCaEQ0^PEbOyh)vcTq;xp=OBq9kM^u&
zseq8ky6irK+=$TXh`&xDTgV-=90k1|jOrsaoXC+2uApkQQt<b#;EO92-kf>rlqy^j
z-FM;pEt%H!ICzx#m24AF%HyAb;spbPr~Y^<P05hdsAgwUYEWX9kj}+zl2UBqk<F2q
zkoXqHxCv6%P$(gx?%_zlF3O^MGsK5@0H0;?SH}V&21u!-!+r=s7EwQL;XF;r7=JMo
z=4&m--vVe~qd>5i#GOeg1!o=P;uRX$5%`@4W!<f+FPV`uNIjLHE?-INOFIGvvJK7w
zv7!jcjvf)cVMN+s@*XLJpaDavx^fgxn|Rz~bh!x*;g}5MR&oR(Lcp+453d5q!EXaH
zQat@2Xa~3nYkU&auLt+2BiDm&gF>N-<V^$wY5=;^Z|xvyt?5URD!46tV49dxbpez}
zzJh{;oG8TCX}t<SRUkJ4l8b52h>fAU;r;ipFyZ|bQxv|+Wet#;S}miqirH+Qetzw1
z^vW)%`eY=HI2(PVz3ZaR$wbZI8l0czXT<PPdGTGYo70}mY{c3?mVwMXQOnFprYZAs
zOn8M}3OSa!XAGfG6wMr*SF|=!q$^co>2qeDmEUo7=#77Vhw5}vhJn^Z$W6pTYr>r5
z_YlwMC%28(joj8m*`#s*DnLb)&LF>QcLrIPmDc7Y_|@i5irWbijqS8<PLxyAA^pKo
zo`~FjrcAYx_kE<9d}`{L=^^;MI5(8(#Bd%c|MRo6^Q?;;!Mw}3_S5$ntPGu+IvrmM
z!bEDJd@h(h$Cc>|KzUbzLUFkls2m+iz~&sZN9FloZh;GO3#T$#!g<q8yEsQCkDMu!
zAI_BWm)T9{Hl4|g{>x<Pc!-0fh#5t9LBeWffV&rT9smVEH&6~%&IML3cODw28=Ujy
zZ}gkcig`Dpj^C`qnrD8Fta*5}-b8W((C{kxT^OkJcVSX-5lCjeAgt5_w${m?ldHav
zuEUzqjhm@9!|F`SM{V614RpsO)Zh7Q5|2$FwPVI>bkHa|8+tc7*w%_~k%(dduk0?J
z8QH?)Clj8|9WpH<PiwXg!H!s>ppi-<rh4&4Btv>#^l&Og#6F4O4xj00ztKUEM5%0e
zmm7HR-o1)4?Wu&_J&Lk4Lm@-oXEvUaz*(v}UbPnN&YrK&F3i>zmxAi@`MK&!t>*hH
zyR+x!Yjt10YJ6|^i~`<bzPNwhvYuB&B+g3*y+HC`*+wW@ZEIM`m0KJZy9VO<biQK1
zvaioAF=wyXg*Mu7a>vkchBwkO4AehB>MD*qCWBwHNpS}0lEF2;XlL63S|MY=PrYoX
z0vL^e+_<#<%hRB5uD2L*MA)KnU!lORbHa|CW=Z2`r6Qi*UtYSsv{(+K`(-18ejx_m
z_CGxpCd}8z?NT*hD_{LFL@n!vVecnqFamNbmTL?Y0q*{nu54!vk`|94UxdK`@}w^+
zuf(wcX?ewg7z=ED7PEr<WJaM0?$-i|Bu8ZtVYs|d4`x-#AyH^luA+aqe|~y|_W=W<
z$D|(C=mp|8X1~{J()-ed0wIXv1;cnh;)j@h>nMLm@y;w=OOE|`wK37`NO|DcYz2OD
ze?A4+kzNlrg>-u>@PIf){XH!+h}b`b3{+iS;boe0I<pXCdcEhIZ>;-R>Y!o*M5OmF
z;fq|X(-X{`K|@4^;hgI4Q_%E4m!y7)ORQut7PY|5a5EC+U)~apqfKF3EXQ)>lm+FX
z^ND3x1!4q73M@mZPX>x%z4f5}B`nj`t*dWGC4otzmv7&@2i-s5SOPz4G!H-pwNfY+
z35bI2jt|8s5ErqlX!lA0O=$tr1jG)2z>B+%5EFlUPr;yIRR=W8ZXY(IxW6EMDxiu9
zz@=TsJqY$0LA}%q!)63)R?!UAH1L4XE!_rUx<K7|K(`_=ufyJ;dO$JX+uoJ_-hL3h
zEh(Y*JXBf>N>vIY1AN@O#5vSJjopSUgeylxg4qfVdie7Vy2Rk^!;?Eu@A1eiR9BW3
z{PQcb^DFbgykA|a)@w^EyVY}Zi`DZh^<BMrAUkLJJWHi3a)7p|r{rUxUfBs16(~BW
zbC$29XQ{~cZGD6Dp2?9{s1~`vs{;jWl3z;Aks!nbb<_W?5#}O#bKUEL5>kQ;x86&h
z6F%?tJ&1*QIXO9JEzHRQP@~O#|KgSHWV&nO)Dn{N1y*w6lfEoxExVbAy_6c$9&@vP
zas(01zrZ<qOik=5OX-Kn(Hg5JZer1ul*_%;={A87yil3Pf3xN4Y_L?DU1GPc>{Q+D
zOzc<(*B;Gg0572@aTurLxcsn4JWJOr-LP4q`w^K@<;Yi4TKO;9bSaE9Ss-A$qq)pi
zMGjIYxVG)!I|Zpbi)tG33vX)&dowR|-HUQrMdL3TM`^1X{wb_r$z4YcR_wzAC!XVE
zUrV17?B|tPZV6WI3TaRI2FVOs_i`MTxyl&%IC84?D4!$BOV9LEk`wWvAXh9X@`?HH
zJFFnUedT_?O53g(y^T`Rl;QRBc8=l}^4)7Jq~vo0r<WE&Kkj+S&DgIeHe<%7iZ?d2
z58}7Nq=OC6Wh7yv-EU!ECBXD?P1i%nzu55SO%^of#1QK@OY+(aA>0vUPmyZ@#oX)l
z5jLO!za5)+fHZg(Rm1R(r}ZtkfDhX(ze|m$er<#^WP}yXbZVXb3Y{E0u3c>7z!Jh+
zzzMBK##_2uuur@q!~VTbd%F;(C3Wol=*Cl2O54g>10fwFFuV_SfOx8U2@MZ|QWi^9
zY$!TD6jad+v{LHLu5{|V9^OH(9b)s>g~iz=?0^9-7{B~tAFBD+94f(jLG|ynZek;9
zsWhItO7~$;CY|UwWd&)RtR>d*W{)*nab<B$>dB}5hg+^q+6Ndq#98c=Czaa~FE4ib
zgZd3`0r5$=TbwTM1`zaaxe8OLJNqHU>6{P)JcFB#NJ2M`=`GU{35*`W(uogpDnBH}
zlkQWPhbqI&NIEo#+5~0BKcyl%KgU6qP8OmokogIo%>{X#S>IG3pMIFkB7TkVkCqpv
z3-{gu7YI%FvB$$>kB5io@i4g8(&F#E{N(npeBqs+oBQ2go_lNi`|o|{_x|bM`Sq2~
ziU09$|K7ph-Tc}1|Ep!z`DGIR1&<1i$KC`5ya|*vJc50uCg7ugO&W;CZVbvr!FGS(
z{p*0kgE}=DTO?_Ryi$TS<@Fmo8yCFwu>Cf6w7AKG3KCkzey5Jzn^&1JCx3QC(2fBV
z?~EU6?}RkZ1m|IAz!4zF{y)v`U+*6s=YRo2ch{D3z$*gkNo<9s<s^bYk-7B+*qz~;
z(?jSa+;ib9p7@Om2=n){uy5DdrTM!4DXrV}Pig$Fe@feU^>bNVY{aD5wq7SMRmenH
z|6CM?@%kr}24<=xjj><vh8^1A!z4SzO*!)8o)~e`y|t^<PUKJ|$lh959-5D&^}YFI
zX&?`*x-CMI7qb+31=!9RUJ|dn(20$V56SNWhM{8~-H1l=_(o4++K<RNE@o<^105BA
zh=;n8(;*}2j*)H<J!lf0&nOzlQmM+K12nl>(JkA7kdk4R$ZWrA+ly1b4cLs+L$({I
z@3HMT{i4rD?P_>GsPFXYlug#LgBI-KAtk6;s)Ez=z%!oiQWFd<gsjGC!fbkNz|z;l
zdoC=E@nvaR(>6RJkY|zekkdw-DL(N?LW@jjInGlLf)1eksc|5L`vsY24h|xsGP(}c
z=JjQ^suy<kh69JU1S2eVs}K_vBp>N8b_onUPSC}Q1~ZphK+~E0Br6y^TS_)y#&1@4
z9$HtUzGO#gf0fUh8S?w4K3;4>pw)o_$GGi<8QlB|)aV(?>D*Y8ZYqZH@wk-m(p!7~
zujg%HTy%0w<i_kv=@{_j2z8YkYcidxWoW#fx06yRx@?SdBTQz|G*BQXLoc>0&TXzd
zj6c(;_<;}|R~|o8ro>5&9qGOvtSNE4qETJqvV_%QFeQ#tVR>}E9Kd3U=NH!Ikp}N6
z6g?Cd%eqya(uzH*?<D?D|5KmLD_8EBNtqyLv`zD))^b?yoFg~R^7+N(8YlAKOr|+g
z%3p5NNOsEU4agb*C%Zx!3m$PZ+3MZJSmWe}=FZhu>I?N<HZ{vm)lKB_JdUfDR-@Or
z8_*b+ASax{C^;{$sax31u<h4j&7$)wV)<$uLI#k8J%424?$R$LX;xOraas33KDM)H
zykgNO>)%o87)Ix`RnO+fez#yVGDy5^Q}=88i1(bh3D1x>W@HGN7wua5z2dFNBx3g>
z3F;(9!>03+)e=fC-jr-A&)aqMiVk=>g;y=w+vMyyN=FSPWWPJ);aXIzvT3mJslNi^
z3*Q}++Aw1Xft+$P#MTSIs?mN8m(J0h#sS<mW>?_0F~_bznZ^=tI|#hnZC<QJK?UFm
z_bNfXU-A3w*umTjw#jw^H*NGu7(5)s!mXYf#u3_NLP4)mj)ZxIVRT`bVi*P*Cot9X
z=c`%j&Vl(}mil_0G8rZoMeF>EUU<A#0FBoHF4~2OsDVVG+JjhvMvy(Nw7Uy?=CB`;
z&8l4S(g|tvPkL9lm#{GM+NdGqMq1T|OqE$8Z>O2>tvvzS%aNUKPi#Zq=kz%xb7Ia|
zd$MOi?s#;&?s)x7e&OfOme;SWe!Ow}!;Out)oWKj-mvoVPnP*-%e%d95R~sC1SQO0
zKEduse4Z+|;DFCBJC_>uFLU=wt=j0pMur8iOcLCQDg)b8RS}odm*C9yo7UW|-EEXN
z7A&t7iPzF{-UMo(-5%puAd?PFO{+Xdg%QRw&|lx0IzM&BE;;6JZs-xwK`F#I)AIxU
zx35ZY4g)GSg;wsz!mI+hCFCpm|A+>VOtG}!vsNz4iD!EO?sRasRaRDMsNt}lRftP&
z)6_{=FtsDnAi|zW+Hi;!0gHt?3#vxx66$yAAI^BR2N;a<cSs83Z9kPdx(Ua{41`!F
z@SJ+<KDxeo^INyCt=`&Bt@FVq@cZ#3wMbQUjK0qRCP@8erjOCQcg-L4FB^CZ9xTu4
z)S1%>iZi=24xqh0O>97vMnii&NecOLD3NqA2+X-`oBkE=$I|n>9D{w7YZ3;fOw^^s
z3uDrBiGQl+@9hQkbm}H@EXar^rx-O20KukHO}v^S8+(3G6}tJS%{RC#af8x{Qc?56
zWR6sWc8z8{>s=-2y^MF&B=s=A53o&@vnu5!v2UsDbbT@>2r6sMFzR=C5q{B1{Yc=B
zDdwNk+ZqX^q)R=g_cK<)^Kk-KXm`Zt`PFBU6f0S}*cpa`>6v(qOV5$#Rae-|LY~tp
z<$SpYhLZR0;x$LA%W&|xSR3BKYom&v6c3V-IW*<R)`gF)3m>9&Vf+fw8X{G)Jezv!
z|HVID{i%0<?C<?gKYQzse|+irzuNfqt$*h)R`-A7rLDjGR^@NMcUKFo^UI@R8aN3)
z9zjz%)#r~nD`5DjB>Uuy9g&!f+OGR80~y$hRX3%Nv2SREZEXXnZbM4fEbwAs8>k+Z
zFT=l>O0aEUX|>-2Oot}o<<#Gm=zL_t9ZNeN%Y&-47IqHcrM%x$6%aVHqXw;FEM2iM
zjq|A3N|%6P41`vVVVtKB+b*t=Zwz#4+ykUEC~aFn#<YDBH$>_BGBD9-*2|>em86u(
z;<|x#jDAnCrYoYDE0s3xV>?~mhCg{N5F-lc=7f1DRb+qkdan&|%pB(84|gP-8)0U7
zD`{p4Bg&-tqGjA@nLbLZL~Z&=fDou!{btBv{nIkKv`jKBgH6kvlR!^OkbAZy8w@0?
z9GRfSCNoh^M?WTTN2x<-0HrD^>=JO~4OnG%%dVWJ#o08OnoWZ+a4iE8AtFPN2C==B
zwm+K|bzJsa!1g9|pM)72{cJXN(fgM#Ulq3nWCpdNpk6m+@Tu5_D&=AlMdT-`0!w*Z
z*;MykY3Y&=H%)n^m{wAsRMIl&gGpM3_--aG$5yYKmb59Z*iut*XO)&ld{Hver34Ig
zeX?sca8M=IL#ENzDoavCQVnwIz>Q;oxP2ES=&>;F128CIjl#@NK{E3g;O{g*AEX7J
zZN6t@qOX7wHPmO)An+U;1kx*+_#n5Xm!lFex)TV+mNni=W!?#?n^Z(o6U~C}!eDz*
zmb2{l>UeX?KHX85tGG#)yeh*)yyFrj`2!dx-jFym7d$}z68WnVkg>ep=+azBx@Ped
z{*-XmR;fto@I=n~=Y3?Wl_N2ga!H4lTDIVgFgg>3O<bZxZ1Pw$jU+9Fx-8^(Yx`#!
z3(HGq35{L+l1L9u5<>T$KnSLp85&9u<7q37kDZ*>Y;<5MiDLFgO!X2woD?VJ2HLH(
zoyeV(cDSrcO(9ZxVrg^Y5?jMaN-Mi!2{_J*vcXh6GJ{DeYB4DtOG1+6+LCB#0`FIf
zu(GGsFuz8Ag||yI0aPBF!WvoV>mV%eAiGi#=XgH&7G`HsdNPu43$j|gU$M#=8Is1d
z^il}j0{oQkz<(H8Gvp~MKU_{r34M{6(HXKZzzJJzOZ)vuE?$;?OKHDEe^^OU^(9jD
zYQpL*@svbVmRTb_@~#xU_$h0=kU1%*qI3c}IyO}jY18q1p?<3=SN)Qx%iK*VGwp;i
z#pB88PqC46hA~b7D@+%a(Ttp(lwwO|Rzy5lBj+JZ6fkm5qcon8a~jprjhvkn$24+I
zr#YIDa|XSUjGQy*5r`e(PbhIKVC0;i=(w-fXUfPqaRW|QH!ngPd59H}SvZPQd`(c)
z?0Dc-obKsfPF9-}N-=SJKzh`pxHo$u=KfXlSO8mEc=A-{U`xBJVVJr78Gw;IwM}K&
z^6E@EIp_StIpmxvf4KppA#3I1b~uwqVSj~K7`SMm`_>mQ687gsl>-Lc7zOA?$}3BL
z)ykEUiKq=AFlO55S#$?};u=x#tDt){B-EjAB&^ERW+{rZ3GkSD0AOR_{>YF>5*S%E
z51@hsV+d3o93|=iUX;~z04D-q5f2t?zQCmc^daJ}!Ts641AkZoROGAxWSlPD+i%qN
z2{$o<%dBDM28E=6=4~ESysPk`4*VW&R0%&vfZSApl?X?}sNW$?;k3YS1ojP@A@O-?
z2NG#n@j#c<VMIC{f`P1f-wOL)&2N_|JeB0quM+BGqv!d(7>mb1TiWf^!kI)<XTBnX
zTcu$$FZ#R73sr!oF8eDh3+HB+=WC1grMX>yY2II2oI9sQhi~?vsf4DkRatA*c^IEo
zkJKRYV+Jx-kF~ynum2#M^212QoDrL903NBt7m~y)2^3?N>#FIdgyX<?;KXX^ov+59
zrWzjv4B~|(uwFI{qIg;LFeriG5qOz^5R*AvbC@cn|8VhdKX{R`wwYY>$!@>RqRz&2
zY@;#Svhh;Af%ywIl?Ujog~~Ew8!Xh%`Krw??&1cf<M;NFcuqhFo}ZsxQHjs>+l~7G
z8D2)xTzO@7Q7^^1$MSvQ*8STf^lK4#MaPKafGVD*U^#9kMQ+T>xSgY-IlkKI0s^?x
z1;`@C1K<kf#oBp)Whr1R`Jox~crYucB)lc`S+pF{ntx2sty5F4sr=H?*g%*S`77&T
zO%u#r^-x;UX4X}iUIvQSnxE(yp(@X;zOo)55NUBHijsai2P-?+oD}DzAmxngH*pIP
zbO|%S1X#;04FxH`mEI$Y5gNGS{ZWYS_YY@6VKheQ7i<^l#;VZ{cGT12>`kb~iv<|p
zfwjHtQjF{9oKLFCuMcJYqh5o6XWNYt=A;p*FXUrL-m7Dxr2Z^E@MF|6pOZmDK#TJ?
zdL<bz{`NtuN+9y9QLWJ^&Qn3kXVd$M8Tkl8g|Gm{St(5WOX<vzd>7{+AHh>wBDjFw
z1*m#*&*IMVFC~bMv36$@dd*$UsB3f{a$iiTa<sKL2Q@3pm}_nhYOf|+IM&)al-7c~
zvI(!DW7M)Zguw}|mE%<NWhaZ{tcf`(zMWq2m}_4_%3sT1WUMu=7-8$>;w5CnwJZm<
z*OTq$3P)bEa?yi}21TP$3r1zMwJD2;T!C22cS2l+OKqfDoA>}b1s5{C<JY$x#S5|)
zCFMYTh;^7;Z%NstR$^VI;_M^HJ%y$5?}SwZ6pH9q<=f)d#XT4$G(}7ynBR%8L)ZGy
z+rk`@+}97hck9i>Z^Yu+3&XvpjxG3uTl<ZscgwFM@D7m>?(dCn2kmKC#oYHU37qR{
zH@p)}dmHt8ez)#@*uqdbtDE*rRu%jFM>x5Yx4P;}g8f&WG$QQ(F;Gx<9LM6o0mpF5
zpr0Ng*EaR}8X3kW11o)}kND_q=xhw(<Lv5hIbW#^NB6T(iVv^WiY9Prl@K4H&=;C|
z5pfAB|7q_YB1D!MsXwSARa$Y9qFy!w7Yjo7!fr6%8lRE?uoNJZ0N(d*Zmh0vZp3o>
z;ztoK5`<abu8*4@Sa`;75b5k$#I^cogzepgwo%sn=i2x@$nC{LSdky-DwjUP=9=ZL
z-sh#oT+1e?&3nMwv5aG(ORPQ(jnJp4EcsLv4fzhIg%8mgBkdAly?~^nR_H7b`3uj)
zhhwk!0S@$@$4)sSkRax!E=&oZaXWd8-^|vNtwt1U+uQ_sJx>JZFdXHNm2XK0Yj^R&
zPkHBO;6O0?0z1}9n%oGvfkd$<jJ=1k2-+NQxo7r*HbqnpZYTDo&wZdC-^9&(D~LT-
zZ91RcZ*IY1ztd4%@S_u({U-EGq^#!aMa^fbpdFr?n|ftxRcHKsd|^R4irpI-p`%rn
zBfm03=e~PXn$7%37ip-T757g5QU}$U`vE>=<EO+talG8yr?*Q-**sS6_9EasvmMB@
z0$iUTzE{3JAr6@v1AYVYaG0UJL@nIUCgjX9O2L$uGS#pwffhLm#~)2AdHfXl;#?WC
zl5miZ`i&lGsXtqC`m}KI*ug8t{8Nj$N1msf#SX0EX;#|XhV@mfhgUuG$jR`?Vw(_t
z)w+@YaJZ;pI1=Q$6p8EGba6Y`+3S?=A#8mUfr3Rg{G&fSR#SPU_XWdA28s`ak;6Gu
zkmVPTXlt?(3`V3gVqhX&;Zy9x9z`<ee6`#-G2BZDf<mVx>Z8Z}(fsfO{>yuur*`|~
z<BZ42H}Lpn@%*y_`ohi9e^XzuLs<DA?uW%L@ut|T!niDnSsX;3298&we6LyV2px?O
z2o)t$RG|eT|7P>Zp5NaK1SOUlBBd!EZuOc-jS&eFsd?Y8r{KI*4_hFV6hvLk5CKmZ
zV+&@T@1^Jj{PX;-54+B88IYO&ZctVV*<{tHFN-|VKZ+DipTD<(yW?T~#lVP<E&hpj
zV_ar<;3p^Id4+h0jB>+H!ozhBm}dQ6r$4w!fBG7w-Vlk8C64=S)V~i!;&?^2_uf1!
z6Z3i^b4}4^>vYEa@_RyH<VmH31hXsA1qG(-LkOcBe>CX{A#n{`8YcYSa6>d^DX&Mz
z?F)mGYgbmUf3R`w#s~2w!dFQ3Goxb5Dc9dd6?^pFLAmAEx?xlqP#`>p<$4Uu^$=mX
zlJ5&`g`{aSzqj6xwtxB0&Asp^&;9)Gp8HD+fAHNu{3n0-Urs;u+uQ%(oqON?`deQ<
zvB7VM`|l(mu^tr~@pg0GG{Mh|-6Y+hD)lNa3Z@6=t+0D%<|YCJ5`x6c>iX)|&dd(b
zYr^hL!dIH9;}}_P2lt}hK{G&%HQ`cKuNo1eRHr}YtU#YB$^PPpc8E`pK8aiNfnc8^
zi*PDH%*(3Z1k!c_uuH<W%nk&^6y=;Z%B9G{r4m`kzuiv6d=xb4pYiFY+?sQsQij};
zH3Ft=o>O!PQ;`(gg_Lm00rHiEYY~}%T@qi%D?kTHPyGvICS$F2=g6`0mV65*O^|<Z
zrXwZ7+A#6eM17`l$;9kn1|q+TstOr>l=dyywgMyuV!d)pDc~#V(Kz0#cuxNSGwi+h
z2taIZT7DNnSr_#W0FUYKz$DY(0avEK1IbK(M-*1|T}D^cKVm}X;g`FhpHnQ=;ejzJ
zyd|;Q3~PQ*0QKcIgF$4@L}1K7;eRC{REV|*fF8qgM~nA#^0_t@9-2WK`3}!UhPkP^
z61V@ua*^g@Xr4^V)%>NMW~IZ5$0nb-a^f9@<SPG!d?gHH%G3hH1t9^+k3GJ83$JVx
zhvpLoCnmX6D|v%dY95z(4bMCvYB`EnVwYYbO$3LQu*7kA{=A}DfYLBA9ZJe6viVA-
ziEqx*Zc$DzY>Rbz&U6tUUd9mjBs>*`wG|k0^jg{YX%Zt1*mVkA4t~AZZqQ~yycG3d
z*T>y{x#_p}`oJ%^;3eVM821YE+W^XBO1xqLBWb*GH?U=FhICsiy#Wc-PJRe$QdGa)
z*lSCi10!v_76M>_UKU^&HVDH&#W!{WU=c;q&=C09Vnsm%o|Cf!aQk+f{@xkVKr>*S
zjiUv`!23OgoF<qEng;$G0*tSEyM*K*vZ<2^%r;wnME@Y92q0{F5nyf!X8|yAz*MN>
z_!88;>VYTQt()c;BB31D8A1Wq=~ySJky=o6c6v&Nya>EUFMj3fjnt%T{wFd@HI<={
zS&kAbmk0qi5SWny@bHaf;Nqp!{v(;heMn1pxmj?zG8-4Pq*toc1j`txM16^3$zk`R
zpw-yxhW$<?G4$qQ6i6%QE-s0sSkQh;qERj)1iiCL+C9arT9odFjXEeH#JmFRTc%CU
zWyqF9Ws}A|pql{96<sO>M4AM7%0wt6;7;`h$YaE1pM*{lBtf$&-GY@jAVzv`6Uayn
zv6H>KezOmFkzMa%;v9F;>xBd^;$0+(xCq2Q0Kf(SZVWsGDvvikQV6_Sqg(5@)P<{e
zrWHoL=7Dz)M%4p!2{#gOBtCIa7hs<N<~slfqBj*i`a`>3Ph8zc#GiU)2xtXw(Z%?7
z`Jxwgy^GXZFufnNqM&&<h|Y@I2WS#f3jMDQz>~W{y8(a|z@)TM5Kn9L`iJd+5KcU(
z5(MmtNTIiX+KWQu1I&rRBz?7eZWq%jy}JNr3B8N*-Mv^5Lm?(BIaE8{K1K>>xuDkX
ziJC0KFHw#Cs>8HOJg0+EnJ_B{%)&%+QtZSd$#gu!otN;A=X4_B{F%FGBSDFhB$0-V
zx*`hXT@QG2@(jx`K|s!37)@R-y!82BGQ@1{D9Bc|0BQb{xxU%=qsBM;A;e4M;JICN
znSB4wQrDzS_%u`(JTZDiI5Eo$8Zv`=6B8h&%Hm5@3nv$lapH&$uEF#w%qWX1QCbhb
zvK12#vj<)Ff>_)fL$6q)OvnNdbwQDS+G0V^=rf2cDn-efoW<6Ht*tz^sPb(4DpB2V
z*--$x-Wk*aL}15UYxcfm)bp_Ts?PK3A?BWTNE3?yK*B0OszkW}V=>s<$BQq4OMv)<
zdBO{ubx-N6uzjGBD2qu+%unK*;Jx^G?toNW-Z`SlbzE!%k|s;T$31l%%>=^;NA#Hx
zfjJ{bJlh%%UB)(2dKQda0v?n{g8oY4a`B|!j3z70Z0LbQ1SQ63T%jbgY*r&zI~xOb
zxa4_d+Wrbk+43i{jI+U5(mR_svL_dwJ7Vx!X#gZRC?sexDyx<+Z8IdOWzQL6w$NK)
zIW~hcf*?eR)1I(G;e2Ww=Z$n&p~R^o9Wca3y0kCRSx`SBTN~;2LS%votLjYIOWN5;
zp;;2-T(gui0Tt=lqCgDhS*HXk5}91%Z49@tX)*0y1f>TuSmJdw$4K<CsL$Sfh;ea<
zlpZg9ahT%>T8R$l0`YQ?@eU%heWaA{08>$a9c$^R{coCnjM4MPg+FAEB9ln$ZRl*x
z4o_~oxK#whXIhDwdMf#v4UF73`;FS2wf&%WheUl|M4FJ~rU~FrD$>o<v-LVLuJg!)
zpEQbj1jgMwLPC3;dM+dBOq@MOI7Jql-IY_&p+kIa9Nz}>#phvgrJlZOUZ3JIzyty0
zNY|Pw!%@+KI}9F`jRdBOmOFR$$}2doR>rrsTs0ZYyx$!HHMTJ}Ap^X60>mbQUp-Mi
zu8!YBXp{rR+PrA5j5LNbAUvZKg-S3#7@u1gmi31dB5S}|PmE-YXuUN-E=^GD2Ss-R
za{8Hqw&s~u81WT@wpQ>EWJdxj@g)8Xt*HR7BoygjE?DGgovX@&BArHqX{G$-D$)Tv
zZNkj<n+5=6J1Y0Ot#%VgkO1y1FP~qjpI<t+pz6$@Q!~kxd@-@lDU00=th-wPBnAK#
zbtBsZBignqo#CUa?zVO`g^@WdT*+{BGUiI(3F_V`-hrdnW;x?euE%l_cH`SjvS*6c
zpa(&IQK%zRxdii30cttzfOoOl^%!BLx8JW48qSOh*u_FvSzf)qeHF?)IT6WAw{~5C
zxYL!~Z~a$^Y3sNCQ@)5`T$NMXV_~6;JkvekX<@{7>vM*6@B{)CjDI*vzMs4vK8h#@
zERClUtFzeP95FUI+yv7_c?cRp(rOwM$!uEFiNCRTPEOQ>WY@+UG4_Z?deUF)sJbzU
ztF}peI=`8p$KLg$_djod4WFE`9p`Os^f;M1LS#xx*<<%GyWht7eOMJvz`G;?8z$<T
zSjbb%5Vj#x;Ah<dENh=EmI!l<`90AvIQoIemHcHC9PTz&z(vgEVW#VP>^An;ZR{bs
zjb*((vHFAG3-71Sugw1JKRWW1ck9po#eey4-Z=8JFP9cye(6{L)mzb@{PVB>(Ch!X
z7Gvj^N5uhb5_~*%)hghsrKI5z>@y|VrKg8GktKD5X)a~ZPCj6lvJn*nZb!0&nt)xr
z9+LA{9@j3ucQ*c7USm$@FNZqnvDX&)zI-OVwxnT&^w}E8V+$96un(3d;<mq*VR~NK
zicL)^+*8HUO$*ZjLlVVT)6{%Od98O(A!HOskfD5)XO>A;NSE<IlY_e(d1lf_7@4K|
zSa_b>%YsTy$kSqNYfJaVw8NxUS}$Z<7!f<-1M3pQMS`CyixsU(74|8M1NK{-UD#_O
z%)G%?Czc98NuxYD4$o@C3e%b+VcDPPZwCGpbjPvRn@gB`DhpXbwU7<ogp7AZpJ!O^
zir$uHyH<BRVkWpSt``Ql!tfS)cJdY(u(YLsq5v6hMc#$-nNle>jWg9QVl1*nR`i;~
zf-$FQmeXpA&7@e6+3Zn_K&m*WiMh4eiHT-ebB$-Cm)lJ1#=K#%{a{S=K4*4N-x$H-
zBm2hv`s64YmQj<WIuR482gA_K33i^_XzJt1)?isrjbiANB2F_dGpd~laxdfNVwqHD
z(8<$o`GkQ<pKm<~zD*0O2VTJ><^3~dbLGBblo~K7`dI-sHT7~rkmt*D3)NtuRy{8z
z05(Fjh8Hv1N?t-zodUWku5)-~x}tVp+}xqf;bx^<Z*h*P;aqZ7+u)0z5BbYX4;g}V
zR)=zEGsZ*krB1KYjR1_=to81eVVNvEZp-s4%eCG55>GApa_L4g@fUC=>-gO$D8r4i
z*&slYyO5wmxa5!R7M@eZPT!CRxXP-TS0xr>AcNEw9JN$dyWQ{}Ly=ES6{~DG#W!7b
zUh<>;wU87SbZpgKSFG;*l)vcYLAs8QSa}YTZ)Mb4QLU$F)#_8M@r8(gHH#AwLrGXg
zj>Je2+D>UfPaw7!_rfIPFG2BDSKBuT(`v*jhZ20nRpXVQ$zdvrzGK7aeJQQJ${M^J
z?~K^Yd{kdguN(gUBUYV@s8jB!mn+u-_}WMNy`V9wR28B9<<uUKD!dW<ASc=MQQCpa
z_o%aaKB}*|T0Z7%l82@<&-Jjq(dzULM(pl9G@UR0INh9spll9rDUNo!Az}>hupZ*)
z{C6OojgGVTB8PYfrs*j7Kh>G@XKH7?`PsSoGX6R5ZTVp{^wxa1u!X%If<t!b!NnRs
zs5HX&Rmqq3`}g47)9O?aK`@RRsZw9JC{24;`u9LsW>=Z`&uRKn0(P;oyDA|LqyBoF
zgF2QFhfzO05<fkRy|?&KEJ$VHL$M&$(}xfX@))XB6_Y6<kIdB6Ji-1&$ykjY-I+6?
za~CNaqyAkfP9Y<5<Wg~JmXY%XLYQjw2+{xu{%{6u!3WUqg;2ci0zHK`#RP$X=Qv~6
z0kHxQ6f~1AFl39KIOA$HL8<uOz8~FzFrk#V`$<q#L`n!;O4ih71$13d2j)n4w^66c
zeXkSV3%a}gre|!=O8|hxLxg7$bU^@dO%+~Jt5PaC+3EpkiQrs-Rs-Z10?iQ>pgO?a
zH0l~~sRR)BehU~d5xO9X0Ja3gmO(!E!6-$E5e#>OPS_>Hrc!`ydKY0X6>f{j0L&bK
zV2KVy`>4IR(*O)kgp-E1kG0T?YTW=~RZG<PpbfYRDo1)|@*9dMC!I<NifVt_`-J|X
zoV$%^Ur>|#^9U`c3uWR}`P<bM0;uSwdH`qNCfY+$P`dq^7)e1WxQ~|^NLbUQd;5*r
zz8JwKfNlJ{C_vyD0KoBZ0SF8F(!0gw?){2-176=g0BB_kSIE}@XLUo$5&-+8r18sw
z>5XT&sT>C{=WaD|TAJty<bmzzo$XjNciql~$lN1OW(zv;ecePiNfX%uIEf7GiIhOb
zY5<ndPx~*w9+{yUKW!$te%`ettZ~0kzSR!P-JsrY*Zp=6p#C%`5wI`sn(SDOU!oFi
z+!KavC~2By97g?mSqF6D+Q$6LvDES#@FvxV6vKfOi1=U^@dP4I#~&WGOy4p|KsY)G
z0{BONGy&c~%FN=i$gH+WqJYjk#CakSeuoGik^$vF@DT62k_0tBDPOqeBXr44!<jUL
zKT3}u<?txXHZ||0YU7I=YKg3@HnH`<HVNx7i|W%lagET-Rgvf7r*a3y*-z_)%VD?W
zV{hJOh=!OFj>yeWQF>MvxE3NTUB9ZHe_21L6*TC6K){7yuqnRiIEG(vW`l08QB#E8
zbmpM72ipumjCudMGv|6=YEA=J5jU5*2vh!|lk#=Qif)MF*4Q5CC!f+6=iD|Bk<V~Z
zc(J_OZ&$<nWz2SsS`R?&L9@<XFm5Awt}uex&<lN7&O%5%toKt?6~CwQ(nP%ZCI>p%
zc`8lMZqjgl*T(#>s#KRj{y<!q=fqn%<2QR1Y_Ti7`xJhOKBr}ZfTl=G>UIyTq?c4F
z^=4YBuP0M)?^9UNu9fLcXQtaYsx+;fs<L`F><|Q`m8u$mb3ik+l3tZn&=CO$l%zMY
zGQ2jBA%c@@vV#<nCZ>+t!FT!q1GO@|B8lM4rzRsS9SFCW$7ka7GSLFyT@@!8njx(G
zFUb6D@#<P>sw?CP(6>A4YqF%cj_KYOIIOo}s3gAyc0Ceo4*@-B?o+vOLTc2kI?p<&
zD$ZpoyF(Tn1?oJ--OeofR#s8Fo;MtsoxP^yQKsEa={z-z7#7(hc5U)?!M~4vTps(l
zJVYNC=kh_TkGx>zWybs7OTYFnfB%i><h|wfpZt}-|J}d-E5GyFFaFlf)IYlZM?Zab
zbMXhhqvhB6WfD#$j|z=P&{0G6`D4xsxZNnpe(7&Hom*TwO1D=F8$7sU9F4BTO}L~8
zOH>z6`PI2(r8>Gwmr7@=btwlSW}_B|vfazA-z5rT>3E62czRyJ!kD^Vq9MCuT%|8j
z8m{=ITq7xeQ~jD2IK>&%DkZK|@>VN(7v**`a$jyCkY?wgO9A3cf2-nGXzn0onTqbr
zxK83AlNJyS*8zh;zJ^8d8WILfg6c=+(Mp@8)0pdz+^r@KTG<(mV^?NI>kyVFuXQ9V
zP$Y3c%PMCd*Rt{^4sSy;+DEyZ*^Pr;Rtd*3FDrX|sN+LZzT9a?z^u~AqfJ&$`-GE~
zH*x%P92RqzO&lF_mvWy5a~B_WtSnAQANz6_%|9+F2hgmV29Kkq^pJSPuGiC}^A)3`
zF4+^lnP`%Vr8g(R$oUsGV{say;Ke_d%oGIFi&G@%vX0G1-az7q2+l_VX4Ef(+%lr-
zQRoDfVvt*|AV6Q7f(U*5Lx$*!e;MRNkiIyDqVy@+=S_0(s{`NZ@%yBU8!ZU7H)!!o
zVKPQ2l?Vf!uKUSc1}xPB+=Ms8z3>J6q(C;E0Q)4htyCEqZB5*2Lyx`h!3#OWo2U#`
z1tAqxMMhMKJy4zS<<ikI;UPzr(}x2A3}U|{Q9+QeAYhLOC_x)B-4pw@iZX(zgx$Rv
zEZjB1W}dm%xYL-~M3f=iA%yK2_$+<}Q%_J{1Qa*|34xLdXd&WRz<*48H6|HMzd-}j
z)ERycU$XAZL=T&ly^Fe*84o*An~M-dK#DKms0#+2d(lZZ22G|##niirkG2Rft*e#Y
zbCD7x5o@L}Bx;dA+;v@2VX7PjD3F1pB^=o*HWV(zsjM&QCp=KOyJEBuSD-~|6P5x+
z3g8Z^Q#8LcW-VR{W~hY=85X34%Sx-y!o`FgVUbd7@K~fw;Y!$Yf!@KS>#GtbnqUUx
z%6OnWVm&+jlaWQlWWo6(@yPlCGN$i#A{7x`l7TrAsq{m*%AUg)1X_9*;fCVSYl*B@
z?4d-O{2|yl&xGbGaY&d%W{Xfc0dFXB3PNa+<cOMv4#tEjB6q08NKTiIUgyOsQK#`k
z5TC^Z(OfvSE8@v01F7VVNOcC$_^as6InY<VIUk2qi8JBbG$Ifpl3m8<J#y?{sl1c$
zd>4m7^hUfTFetdAZs=$;Mow{u17iScdt$-iJPIQr4%tKQ$F4h6qTpQIC8tOozJyz$
zl_U@PUfR6*2RX-Q+S8eZCBX1p>gYQ(V{9ofG%IH9W;isLvLqOqZ_8;}P^cKz<A#h2
zI?!cChnW@8+NLcJ3e}~}3MN1z4vLcCJB8=#;<}Th&@mUtD57aCaj7%Y@)`gD39k4D
zUi<mVvV7@rauMOB2JkL&Oe&?%nGgQu+|I#yd=2w^^k-5teD5bkaUy>AlV>KsXLELk
zx&7_)d-M;bZu#0@n~c~v{p|Dm@n>^w``AyGE+%4i`S;Nz`+{Pun7;K7l=!6N`7`BH
zpD<;8=q~ZOkS+P{e`=~g1PnHQCA-q2WJC~Cc~R}T5vBy%IH*&~D@#6GOG?mLGJ+HL
z{BbGU?VRlk5|*)Kus}XbPsHV3H4ij!OGlN6?=n~4J;xMy2=c^t8R{L+M2qwlm&xuJ
z&Xv{?oIbq4oHOMw_s19*0r>?bv&|_@O>ZF&`xm<PZoOP<_u4=tfbzAnSe_4Nm#Vde
zW!326IdtzZ(dWZ1><a_X)dBfP-VPh?XKdT~tcb|I>31qOWEo8?f4ylmUbbmhC{A^a
zEiI>}@>em0l;mJL=#AY97Y*Gd@(cU$W%cqf-%2KVvK3scx9&B16iGxqJhkp4W_Z)P
z<?po(pa3qC{g<}cdItNtRvrsqD-o?k)HdT15KZ_pI-x8axgZy15el7-<p?#7z~u0B
zYXz+;p!3KtOwd7mYCIzcH@Mc3uNdqn2d%81Bx&F}AgL^@5KH+PQH;{ZUeSGY{cW`A
zGOVA)=hcBXhE;JY17xG;SLk&mJ00~<|IuBlpL|MRn31Q;yKu|7=Xcv>grA?ZUAo~^
z!yYocBFJ_#8&fdO;K-!XB}H^N1n-dBqvjZHTK36NQF_D(3B^B$W1&R_n);}ntcRZ|
zom_(#=w5Iw+^e+eHr2;wwvWwhAEKFU*6OB3-+S*r*n9u0|I67Ye(Puc%K!Xx(f{_B
zfBw#&bQ<4x`WJrmH?REWcYp0)T(*Tc`TJ2Zkevh{k4;$%n6fG{cm(@QO~r>Vxs7ZG
z_SI=7w%EwK?Q18qw_;02)7H@QE^V)mVgs4jZ@O(B&26gNLXkEmnTCjNTSH^PO9R@+
zDH!m~QP}U+0=W1RGy^~-4uEvv*P+&S-Wb{TB&^QH-vWE$61th8#+|kZdN-yHPYONU
zI8Lb}k4i937vS7^J!F&Am-z;5+WVn=>cs%AJ{Kzz#`&BXl^xGvZzPoYvz6s(0@V<^
z96aY+$$4QhGURG2?QSix+55a{{4eEIR}MYV=e|2gr(|gQCqZo@TK>s0l3T}`(MfLY
ze(t-2Y|55q|H}B{;neEqzA?z)*4F4xj%KXQ|K_CHZ)@@&7~x6C>t{-X&x)22Ky8f!
zG#z}!ahp%A@R^Q}*U({}F9-EmeSFnNY0|Ghg|b>ZH8u6pezaeuAmHc7Qn5V0SY4^_
z&iQ;uV1DzcyR%qedPAz?Y$<=4n{;J!1`jD!a~GcOw(BkQ!vYlkvwn5{oWC%u*vLrI
zj53+0U=dX(JtBoUXPpwME#&8v^dhO;RJrok;4Jx4f}Gx`Xs&W_o=w6^-R}9l0PgT(
zR4_n7(~@6UwQF}|UUlwQYp^?n#*{XVz(Irlz13>;dO>i}Fx|E4<e#VL%W=FQYPgQ$
zi~g!H?T+KtNGZ7z=ye*?&Oo{=p}Yc&DM9tGza9k*@hRb%YH|WsPowS0Y>9u*IQGw~
zaWhi<GC=0u8d})Gl>72l6!hyr_7NiMwfjQz%wTAYAA9tl@9YC5t^+Ux0!G8F9pK)e
zuZEdoqvmz8NlYtnGlEEiO1tD&3B~S!P}(BEkU-(>svDqefJcKV+nb5E;LQtOrw<*t
zvrg@fSSnp@%Y3!49!vwzE%4q>(5dv>4f3UVTd3jPX*b{YcDrG#WN|=@s}6GW0X03Y
z13W<C4RBgYb}&%;g!bR6f4f)zAZWjh_OBAuAI!7`+#AjlLj50k`{6zBAnXGiukA&R
zR=<fC*XxGOW<*eVKAr)v1S3@U>Wu)cN7t9EI#l~_zI~xodjI|RJwVb43f_AjCwXV)
zroE-Je6+i8!IKjkc=PtW_uj`p<@dcaw{S-R{JgUXGLfJ|abddNnQ!!?o>vj%&w43j
zeu&8Yh^9eZNA<ktweHC7@D}GqD!Gk%u#-F^+p98aF2OBoP}F{CZhCHdVS0Xgarzwo
zE>15^&;N)7-LnT3!r-+qxxng>Q1_g|hqI=fAt8kV&MHm#lY+=uQ)Q9KvQTacskBGT
z&UF*nNItDMBxceS)ROCk(Sphxx-zk>huvx1MwNsxLBzO-U-vrzSbCtc>S(zowVQ_6
zZd!87@=J2Tl%xo^v=FyE62BbM*X_3j4G_33-fyCG21*lwL?3LDWJ*cj6r!Fjh&#C9
zvpUkAr<mi4S@YZE<c&$KE@uQxNX^D>uS6GygL95GsYA{$s+Z;>IdBWC%v4$9>e0-%
z8Q>CQZ8ENfT}(%Ss|md-O*-IC%!4p4jtDYKw=^MT12bY&@i2M!XuZ+%-aSE2UWfwJ
zRINV*j44(W?d7~L7pR0Ek6N^5TK8(a%Ee#b=QT~q6M~Zg7t~8G6`Qx#JU{aAM+*qe
zJsC2WPtw%LlLWn6Ch`@aieiEhwIoGKOm>^xgD4?{>*@_X(amFeTf%>f_-_G|-nr>T
z=R{}B4g)iu+J-zOThE&k?0tFr%iE=?5w@$t_L{1?NB1t-z;0B##;MauIRS>L&p_GF
zCzIf4#s{_+lPMouZnPV{fP0(&8izQ3^y&QNwkFUZzgWHnz*_0DMJi+L%IoERrw-xe
zJLp#vS+J!j!@rG?_&CG3&EcD9<C3~WG{G<@$ttw;mZ}HjThPT^BrmB?(B>TZ4^2I7
zaHI1dRWah^9W~!*bB9>O54U<v%Bap1$Yojs8Sl_BvFU9!?n@q+tUi_qx|)ZCO`9ws
z4itiGCw!#Q66aUu|3ov`^J@oX>Jns3Vm=<fCK4ZE)W;LVcUiVUwNst6rjG2KUs+gE
z4^QnNpWL@zy}`0~GJbfIpOs{$x%uS<RrENX>;;rnJ<xw1nYWX55YLxssV#SV5quM(
z_sW|qn~K@zgxhI70D?7z%F$Thx-FxAVL1}-ANbHBD+uaehGI*KuXs6y_&Tvxm1ZEF
zpv~`-Q75S3VN!sPZsX}AEWQAF)ndh<lqJEl5IWV!WAaI#ExM13-^OBcN<Od^H>&s}
zBc?13iABU7$fCble1-{NJnN?m)ljJ`MJ-@e)b@kg9TH=K_bb*8(gemIZs^qEsMkub
z?nuv%dIyq_D1!HajHBa^CUin%EhFMgqbFaW6O>E5Kn!+E4|IWNWq~BW$_z`C600N?
z!AF-$tTXA1%Tn>b&qR35$fq2CXmUY{`#p?{JR0A);jk;lGLmQjF{qQp`*qc9UxNS7
z_ZyaIs__HzAwDP77D5E}#gpXFKetVxo`aj$Ke!aMYx|GzWPDOIAi0@f2{?YK(cTtO
zj#Z=epGRiwdApmKT@4K50es_QyirhXdDhxJTvyK@*xrG6YD1>(p|kRlZoL=P(x<B<
zVy`WyP0W32+H_9XPxcxuWsS-k>?hpE0@XQFN8Dn6bQ7rfkFc<7wz(aNzmJSi^Bj{V
z)CsOf_`xsD5D}zfUAlZ7N315?KLJ`kJ<m`fE_NVP`vD<)>6O|YqAj7hTL<vEU7+5Y
z%45^$$EMK_(KK4UGPI$P*X+C)d%u72SAY7Cg1_;-|L~XZ|M4H*ul||8b@E^TotdY8
z{N``}M_>8Hv)}!KcI4BNoA@#bGvr5w#v^FjtNQveX9Wzkm1Mu%bHRv`)hJAJU6#^a
zacAx{juuufPW$Cl^JNv6&}o{S$Kt|?>^IaDfpPqzgLc@78j)#hy_IcKFbIV_K?4O3
zp8`e-lwIQbj%uwCQ<$XL0#UVZxyLbGAbQ2j7pR2nnF-o45Ycp7hPcWJ88r|=lhmk&
z4JIA8aRcWlV&Fh!+(r(R5~EGqaxifBC*W&Rq&U7a%x(4%*A9v18}6d^4@AToX}*qT
zONnAO5JWI>`K;u56gvo_m1+w?i4Q~Y9o->eIA!Ig+-BTX6Swj+{N9@KG1+V}HtiJ(
zSV~X@!z9|YK2Y{2se)p%kzzJMRgPggLB-R=lm{qjK0zhq2$?Mz(~g3O+SBt0wiHBW
zBK8zSC>FzEh82{X<!Wr>3MQ6nV8I!R8Cg)NA95O6P>O6TA<8Bv+j#aA@VAzY8SdnQ
zJvdvLdmm{a;Pmy9D%Fz1)k{p^H#b(-H#gwhEPf?$=1I>DzzVu1jOzkgv4>3y0BZ%n
zFf}9bnI=4AnL~mYCsOH$kwao0XXTI($yqrh1ael6xfGm9%?N?=5?b=W$H)Q1wIMkc
zhvrzSEDfPCtT8Lt+zSlqELH`ab-Ht&>7FNj@;t8@%A4K`E?2yyDX|1~HoWi#F@bd>
z6Lu@^r`kq6C7Gu~k(~6-ODQ32YEshZ9yBFMS=A7_p9^JD;zzp>Ca=ga*a*l@z|KiO
zJY5%KOj8CzoKCfcNv4@bFp{&RgQ2D`&|k^La7DNho|}$Sv;~WFH3a;(@;01Xh;u2s
z72$O#y%Fc*L?|?ofY(_Rgd1&~Wa1+U`b_+MoQJJfWc{jg`MxEQsaGnCj7*(urUx@2
zzwDE-RGIE(6ELNQQHp5vp!2B%tCU7z5Uf<2un0nfP^04JPu3@Lq{yQ%CeZ`1gK1P6
ziolx0@$_c=P-Y{05}i-n?Gp(({DWSgImFMptAVA5B0pg0A)Y7uUUNbs77uFdUL=O~
zoEp~UIET_V2+Vy%5`@JXjQ0bH5<12hiR)FM$<heAM@S^442>u)`c$_|KI*rV50Wzl
zS%&DDNMtNF5X5W@G;g~J>zb2Y99tpSof`j+@9Z%Q>@W;<j*+9+ihqcUevxxl3>ZMv
zti*DHB3zQyz^>T&gn5B{r6nyaOmjvi41YxK5<wTpzvZ%bJ?sS)?=l(6BN7n|SjiYr
z#Htr2zqRmg(1oYS1<IRO4>U73d)}5W<7Qs;>jM=vyRz}5B1>jtg96d2T<@rS1C22u
z6O!!FkIfo{l^=P5kmQ>4^!xA8E`%p)CCdcNa{;5<j4(Nio2HiEy#p5!VK68jj6E8*
zZGa#+I0cBx)XluelI&J$j=rE5>BR<36d@uCwwl1IW9VvSPUl%u?sXBSp={dJ4PDOT
zakIx!Tw%w_(j|&;1mpreYrg(;M=ge2F3ivlFPH-~k&#i?*IDB+LPt{{8@((j<Pv*q
zSK`jm*RAm*yF1<clQ_S$j*>m4jLi=n;`^oewutXZ4+G>}J$==5z{cZ#hd=@-M2O08
zlmO8?cQ`iq%wT?Gn321FE=u{!@=;v*h~K`?tWex1%tQe42#7^h2e1$4S7y?kVZVP2
z5(Z?#SY#%Gl`tU=*2d`%H#))xW0JIB5mv_`CvXcaY1<f^AOQ?0q7xt%BOv5QtQd6m
zme3D2^ugpQjwN@WDX@ct0ZlQuV#5)GOfAV9+L(f0iMPrCJ0SfBpbG$a;Ip8zUk2F+
zSbzsFsH3ljJUG9&%(6H|wmf74CTt4gDgS9aF3$^SfTh}Uz_n<z9AZ%zBE&^r#wycm
z-6!@$x#fl0%F<HIVZxf0%0Eyf;-MYJP0H*Y&Xm#}oII@QoG%@jmvapH%kq^D2QjSO
zS<Q8~a!BKbx9KppjM5JFu%mg$kqXJg*3L>a5=h8ySjkgw>^1#pFT7V)+PgBmE4xt+
z%mbUyOLXBtI$d0gh|Oel0JSg!<NlmG75<)UaHA);%X+^Cx6bN;pwVo!?+|7!JT)aE
zgYfBB&Y51T5s}}yhuAN|G~6erf4Hau;TCS|?XX8)qW8Ll-q0pTPNn+r8oelJ?p7?$
zz3O@YTy4qs>nrDcpmzj|E3*r=V1EAmykA{D7tCstZL47Xlecsqn+qJaM%c$0`!ck|
z*e}h{&q_u7xxc)0dug#8M)%9{hHAzh((jwOCLzsc)`Po2GwcN2nKc<6<yxa1?1W)6
zn%Q3eFq+x)Yd5xkpc2*Z%=Du!RiSwO%rTmPI~un~RVPfK9~Zv*W7u7H!?5=gG=>tS
zDc>maRDa^iwmrc7VjtqS=7~BZrX1egZN&1H_{L+pHmZ0)$K34KgPFLBAAK-#Z0#?(
zCyw0gMV0+To6>)Ltdia<-)c^m`_s1}6rZ%j1!voD-o^y<N#kmpyg~iuCykx3a|Py1
z&7gZ5)6&%&w`<KX0{(*{a&ZJAh~hRt=S+eQ9VI0rJAHU5-2TDY9jo56Y557N`!>a?
zv<keFSwN^$tP<a!D3R7bTkvYX-EWg4`x*hfxA!bEH*%4=75H~PX~5kWGw~;%1k~61
zNB5H7tL<B4ujC?o^~NWSjr+AgM2);1^}yu~X#aMb;XRAq2P4n}24yFO+|3cl!G}v-
zj$I?eZQ?rsOp3+m&IpvNAbcmNUu{DHB|N&D2RGWAANyU4_V%P`Z|`hcq_;*OEtg^}
zP>`<PWwlgWbgz#~cdOBE4|H-qp-oCxg4@kLAkXpUCTEMhLbe5*huihA4+=Mda~ex<
zl3YGfSOfYwtQL$H;giNC+_2n6G}oP=i<wWj-de1FoU32cX^R{E)n3?Y)F9Uf7WJ#S
zsBhdwTmekM`#_$k-&R6=qkYM*UtYHeuI3^Lc59zBwh!7hnqamO?fXt-5y~e|k`QL`
zpiPUx)f=0B8&?Y5tI^GVyFEAw=9{fFRWaFi`<<R9Y;l=ydWq?UioZ3#BaKIaPbT5!
z?dhcmr`wG^S~1a;YKe@tdiIo(PvnhNcDLD&_JOJ-N!r7cZ=4NsV2+f=0}F2U0=o7I
z)|;?>yV2ea)k>dT;A+tVmx~ryFIwQ%V1aYF-Vz!_F_6g)Sk7G-Q?;Y~Qm*pYdELIc
zJjnX_{H5oX#wxxrKUVRj#ZikB%G2#zj<)CPd0E`m_#)+9tuIpE)%^E!jU8^iX~mR(
z9P;xLQ`wJh`(k0a?bquZDCuQq>Kr3&xRV!H*WpfHT2$}8qw1(%&8QlwSydxBt7;@?
zRgL3FM%75osv5~zRU=tf?dX)YQTHo@Jx<BG@|1L4drG>l{>4H1VV4{37?H56t9GX9
zik+#tT1V>rxL!w}AXQiFPS!QMlXcanjTYBho%^-@J#Oy{gGstlN1CqDk*2GA)}U$D
z1<z`EFvg2U&viw1g096*&{Yg}CT-=oQG?w<sk%CMvaZyftg9YOCVgJObq`9PNY<67
zr0d#K(slLMxDzwA3z+O`IQOnK!*(FP)AU!nv)%SP(SF#oc73u*k#P9G4a6#p&u*iu
zp<2Ess{CmB_U+qszk9FIzAYd@ZtvD_M?vp4nZ3}#SIud!O9thUFsM)058%qxsNHUc
z;hla*WlH_SnwRW*<UxHUmwPU%-Yw6~5nOb&ws`*h;+(1~H9@n&Bo2eb)YM4{N3BwS
zR{cFD0x4`?VqMSF)KI#15gBX?Br4b_cXjPU={U=&Fl9tcp2qUiODh^bUzZ~{3dv;A
zXSmlY8?eMSqR$O&bV|vmHNnfx(2tR-hSGBvd|s1d{T$<C<rv@e!tsb*0~lofZgiH5
zIp6dTs;nl=!JoU}bGpel#VOrqb#4xdsb%BQx*6<k+>c-Oq2rQL@}%YxF;4P#psQG1
zgVZMGr<PJO9(QrQQMt6amY-&NVHvECrUym#;~P*iwi=%l81kVsUef(4E1{b%c<bcn
zKbwG^3esf%J39F!fmbZ<p?>T$5R<H9sJsm$@w!#ThwXmtPBU1CeJ8Xr`5Tgp&X=vq
zuKT@y*Kdx{teli&+|yXbSl67tT|+3?0=N}6;qKgO6q#j)(s;q@wwnZ8n7;{G#qG51
zoo+A&X|woOEUxK-0`JBa;fc2EfK@TU3Wv&Z0c!C&umkhK0t=kGpz)3qx#IheYyw85
zbW@doSltC@*27w#qREQIu0o=}A@Sv-%B6<r{YDhf*B!(XzEhxgMx;ESlc8>SC$OQo
zhDycg#HaJIMP4R7R$%7XF^obsXUA>^-MwHN_Zs;{WJJn2i*0TEz|QTh^^L8GGh|cF
z%TO1WbN9FVe085=yhfxvn;|`FivbS_n&K*}_4;<7Z9j5wG%D$=SHWUw?dIC;kG3zx
za5`hXXW7IT^7qu`Mm22vwOVXsF_f<{sF(9I_QBeEei0vu?n-`Uw!#ht1c7L+g|PC<
z&)C>?oX^kXN4UX*{RdEq%|PZuhjYvt-pXRId(i2HmDP>y{5@8P-kIT*Z^5{uR$zrM
zN-_t(H`f*?+Wwecj>@;MtWLD@m|oVhyB;)q{<hz%@R$5Nj6ybRO4^`U8Q7cQco0?A
z8(|0GTM;{>fJlr%J!@e}p86^<ZfMjBYz;>xy_E6J*et=wqI+OLwGN$7#;YK!vn}@4
zU=FfP;jZ!v*BI2Z=1Ge&_#y^fS}lt09LKDofIxiM41ywWz^J6Nc6wHykrK0j^p8ln
z!1#}_^&f-!T>iK6I*yt+M&=j#k!crb&o}!x*cKD_F{l@KQ?~bm-QA!IwJgrM`TK0l
z8on?8aBhF6+nc`{T?KdpO&LX$SQDrvYlCXNq11)#y%F?=W7m<jy|<X$@e3#pMxvWl
zNK9gtOE@FI0v5)U!TtOaHxk{&3^|j`hy%-wes8s17n(V|3;B5(hx|K3SsUT(S)AzE
z3^q0!QLVDtzmMRV*yrT$mclf@K8%TVY2l3bzrY$e0@b0MZvgL%v?v9p%EC0W)^0H*
zm&rWfMz<bxuZ4R>R=N=>XPx;ZLv#-e``G*<Qk3M-vApKDs&(Ithn7RHH3HSF<Co}*
zP2A=+H|_)2s8(R(Jqp>O++UaG+D44HN%YAe)uDrVJ-A0ODh1x%q9ngIYzDa=t~c&-
z0PY;!P>kTvp@{F`3UtB<RENsZRyW-1`mHUpGs^$EjzTtTEfQ}EtO{0}djSG#=Vzoi
z(X4%gWFy?|!G0&g8`~&w2|p6uEQOR{MtFwh?~X$Bvd%fm%t2lcjIhX!Ogro7oMh^L
z?{Xt(*7JAHsHAhZg}iJ1F1XCk)5x^5u2K^HgcrQ9LB{CBv);!9TOV_Dz#MaLaiUo-
zBRVA9m6kTR_qq~xC-jo1(#_iN8HEa&EET4iwbe727~zaDBIT^N(O?Lt=%Bp^JH-N{
zG%D$wom%MfwlK{~#?ED{|H&uKAgZk1Si3zxJ3n`OzQ9e%XoR!&9L&z8Mz^<L*MWy~
zywM|2&DsGnBWoe>=JHRzMM-9kr5YNcKPbRMVVYT!A@{?2Be>#s3oMPriRO`}^>A;^
z?`?*F3duhxqY=*409<X}DWc9PPBf2PZ}b5(Ft=R5vS9?OZ|9grE;phWO=0LYRY8h*
z<oW~1XpwonFwLxE3co8?g8TAoei0poY@Y7>Mt`rs%u$eH*7X7R#fR<2-hMBF?(@U8
zf49i_d<^QDtF@X{ule-@(#SSo?^~dYMkSqR4%+mgYTN!!-`6N1Io7?=2<MUe%|7Y>
z^2=~xnt3L}>)-6-qO`yO6(^eK-Gh25>iB>?%HJKMkj*?~D8an}bKE_kL=@?ik?7{>
z$(w$)3T&(Vy;7WLo;PkgXxBFZ3c3k*xB|Bbqms@e>D&D}{NeI<OktXNwwgQPy&@u8
zlw_V=#7Fa&x{Z1f!~GGcW=Rz$kS<UwDyvmeT1-e(-9)p-P?u;nVU;x*xp30Vns>Os
z2zEQ8kj+|~G%J8s>34A=uN8Q4M<bji-pmduCJV?&QIdIj@p9Pj(*FyvF$&o{efU8?
zh$2|KREx|aqY=*1`S9Qf@6Arwg!y2B&KZ$%o<9Ak9r@7g7um0kLN-gK3vCvzMWYHl
zGK2eT-7t#o0S+Yp{4z4_tZrqdw!eApYWv$kLFc^@DQB5VNW%*m>!GrJ(5i;bMs4G6
z5mTRW$Y%|D!f3p*`qAb5V>b%ftj<lcvK|mHYJP4;q?{#yNro87Ek8>m)6QRTv)}AB
zI?V!$*T}T9wyVjW+J=QSP}=f$)TpGh4i*+mg<QBsqI)hwLzQIaqpM^nxms{5HWvLX
zn{1blXl1q2!Ko(y5RO+t;nGEo<;SZaOBv+sJ={9w@47Ll7cN@Jt7;7Dh5H+uE7-5(
z@3iqM$g=Kr4k*|oJKg;JjaftC=3Nt)iuw5)uY$soQRs?sEb6ig7;WeIdRU{NbhjH3
z0X`DOrRpQjp+U~GvYu3hlHff=LgUIay`w7dyDIVWH9(fPd)`L(PIzb9qacW7+;s9~
z$(PM!?@U0sniuyFd9PVP{I9c$%1JXDKLZ2`bPK}moZ(dj6Q!vW2(G}NHz-!vg_#*d
zvfS@iiRg?ZCODcAXhfV>{5><YfC@6NN>Rig9ctpMs3x;AijHYi_l@n%9gkpL>)yv`
z%r0P8$q4>}$Gc>WVUHVgoOD`*m=8oK6(^cXM`80WhP9%oeu8f4;@n6X(LX&XUl4gd
z?DsS!B#?y|9=GeB-v=fi>J)IVk~jq}Zp9Up&Ol?*h;|zsza9pV{buOx5JRATR&W3{
zK69{n89RNy>1_tR{jeTQ%bXwyD*&*L2LJ-_?&4e$(huEILJWpxmD)e;ZNh#HX`4IT
zSr}Rtv8gn?s2E%+iPscA&xM>6gB+OnM=_|3I0(a0flt8&5QS2~eO#bAF<k@8Dg`em
z=Gn9`i!&!6gW{&x;5s%e$R!&eXBf1LfjdEA2>@JSV&B-QN#vPH!nuqKp<-i{+%(`%
z?6eU9NQ@yPj1MK~Mi<dj3;84Kl$U|Dk!Am778}IF$U5X2B@>VpIhnK_%yJf+5KcqZ
znae^KNT4ZXb){9#f;`At)~%AZ)mGMl%qkl1aI@TwtU_-8{;WNmMIdp&Q<9uzySiq3
z#^=a<Q@fF8>3tRDgxh-#;^Vn>XASKT|Ld&F6Y0TJL>N*Xu(I@L!yKiuUKPvzEO9Q)
z+GE@020g8_`qV0IU#MgWu2t0Ks$8JG2}k0r3CyZibh&y@3N+N7GP9IfR*gxo*#dRi
zo~;Es*X4WqDEMq<O{Z43#r~987o)<of6#|5>qb%(u?_LFBuEr+dxmArhq74Ge`{z{
z2A!?4_5q>_hg;OpY6d-xhW424tys*BXJ|)Rj!Z*aFzEI(w4-ne`v2K`yBIl+Y)z~v
zk|J3WB}$_H=0}sGxg$ziW_4F}cXc;sq$Sy;DBd9{irpIS-1S{;R#jGaT~=4M>W4qG
zcj0|l7zS+YKCA&>*iT*<u;GXGgJA<}EWGf~+7GtZhHZEO8{P+FZ3BiE27C?JxDSTE
z6A>peA}cd1v$`o(*F?{VRatT3#K{xqL}Z>gKk)#atUW+5cOsG|OM+#OgrJwKZBTSF
zUmdcR7R&KJF2h-?r`^#G_{cqAJSrpWiOd=hoVOz<viNTG)WHo|d<XjEID{;rHabP|
z0$Iy|(INg|ki~hU+k^*xPWmDnR@TOzXg;*8>4ke+4;5KESK`=_ExK^m=vlfj&6Yhk
zYs*Ze**3Qp9^5j97QX9fp0j)j*u``*bRlce<X*7|gRFI#yO^;6nG&1ixSyrzJb>+F
zpXc5u{o!+sW4W#8;a1GUJddNW;R~LJS(fK^))vOhihEh-p~-NE&Js!<BE@+*bCt_*
zFU~WelRm(Cm}j}_=3!pkpEZxv*si#l`%s#zYMx<im(o1EPV)ZD!!^rAGtUBGx>M%S
znwaln*4?v<lkKILbr-sad5WDi_uL`ww3Me$+$SwdlzE&<=dnB^#owf}=7mQxo%XVx
zTo_)M&uu@lJU0ZBe#})d>xq$lpb{OkvZ&;a3C>elHk4^DPFc*ijAw=qQWlwZAIn)N
zi!FAym`hLojxo2JtYyL;(RPi=TE$}hBL9^``GN3h5}n!U@AL76={dpYXuhH=I>g!P
zc5s%eevS?b<j<5q5hV>LTXAeyK^_K_q|_%?Mqg?r)uODas&8~WM9!5JN~xaQ@~e(^
zk$FoeUKf3YH9&QWj*LXpS2&dvhkTPK9->{GxkcyHF~r*_)xd5!(P5S7D4Im?6wG|m
zsOXB0h}3CeItN85&I&DH>}h6lP`2(E2~Z|mzZrEj_oMS8I`ZrwdJxAvil`qLeAI2$
z8CoO`(n_N`MrWKjG_6DjrxE|u@2DlNx<qtDO*PdPO<L4;FWA>1WRZ+eyLopJTk+0G
z=e-sAIWZ_VU%Nhe^W1hFhlt{!SoMykTtjq5PsYFPvV^{^`NsfTzt-mliH+=v5X~9)
zyg@26!4Gbw6YA}2d_EoVi`yaRJ@7{LpTz!~PE&I;nk4T12P+c;%d^^F-KhKuMXp08
z%+og<wI`L+h^9ruCC{4pwX%iuMvq`Ko}fZDtNcd^%Z+Tet<903$=014opxJcjs!`z
zMdBH;RJNdq!)Wv@qA8Abn>-&BR{fzpGxRU&i(h)Dbg}fC(qAlHDRoO5rLRkyr3a<o
zmd=;nD7{%aSE`kMQo2z3Md|I*ozlytAD0@XZ%hATsapE1bh`9G>93WpmB`P;FTGa!
zsPtaxR%uxJdFe7Xl^dnM6(8z3U$d{vY5yT=_Nu{9+il!KoOa8n8s8{#%WL9ciFsEc
zD2sD}t-Y}M2n6uvB^&kC>40)mWwj4c)feq2@xPZfX}bTZ2KKZwXg`g)I!Ry#6oG5V
zHwdy?_Z!d1-HDv?(?>1m0&1e<7ZL_x0ZYg9MpK+)?ghg=f4CQ{Rcq<6XIf!+Fbuy-
zhd9^jpiT+AVlp^(wvGLQipZs-IgR>l*S`?$XCTP@r&)D!f7DIy{W9fGA7xN*=3vmr
z%9X*Dm*Ke3>hGtIadP;qk=}Y?6z(4&+kEJQuaClR2C=7*VRDp?=@d#kh3U<&A|q69
z*p_h#>0sxOu_W{#cfu#>FlWa-xS@mQbP%40w9iwj;S9>BsCrH>Me>ctvTCU84fR~6
zA^V<xXL?>$ByNvUvr*B&TgW?d6;}{nzymErtjr??^*-IQ=vEOq{)Uy?z0T;@(Ie}-
z699L^eW;4+|IS3S`Ly=lMC(@2+>0JE4dl|;j0a{TQ1Ay)cWxdutS8M65+LAkc(1<=
z?>rs8^`m4c3nqb-A!XB6_xa-q6xXrFhTR8!c+N4)f0zJ-<m&V*ZvzHL)Gfg^jw*vs
z@>8|n{0`60s&#SzUF@C*m?RX=Ue^(5xVMk`?F!H2&3=i51)5*Rq$(nieOKp{oxFwH
zqmb?~6}k1m{PqNs=ulquot#hcMgw{5v?4xF%Ei5YuPc&<r7{W+csM08W@2)v`@?YD
z>WfF;fahb9+OHpkJROsA_4SyN{I@&Uy%Z&rv_1%7PZ@R|v(#LiU`SLJaB_rgxOjHA
z_d0DYQVB4~rZC(yUpyx#T-sX{kqIQ|N6<+Q>>#bL>NqJW=2_-sD?(6o81P%seUqQ1
zSvb_3oAf$XrZz-SmP=eRqPROpG8CSBtqMawG3b?VhKXf=yi~BQU20;%_-Q(vU9#uH
zRKWN_WIBb`qG<?B%$+Pcc>6eY&}5&rk5b_+gOU;(bLt;#RkpTn@9a$K3;g(G)3?BZ
zXEX(22qZyZc_VKC)o4gEHQo<U#hBaPG-yPdQ5DJT759*vY>OP?Cfg!^Hbe21yDgDQ
zB(MY+Jho1~uZfN4A@;HRA>5rc{l?O6!OJyTF~E=k3kW8U23AP6;ru+}g$0HeOe7wG
zE4Y~xGHu{Asj@KM>*G=pXUMz-qnAx4&k#`y&|K5fs1hp>^Vm>rt_O*v2oQ?B{Se;w
ziZ0_RD1w4bUQd-lxZ!$IF}^EI#zM>IY32c{v3EwzsO-e#8u!HQlZTy#WHC_eq%r}`
z<Pn>3(~QPG>`EBtKBd-(wx@*Kv5uD#=-9za2CbW89X_5gOza5BkOn@?5HfE*Y8pc^
zjCi2E71GnJnjK@uV4&+kizG~kjT(CvgWQPrEMt1P)jWnt!2bn;LiT<g=;r~0>x=;h
zGv7wWI75L=fVf4@;F<|$SltphLL-s=Y^XQk1d0jBG?E#UY>uQYWrm6w?I;Llr7TF`
zoav02z!r5Pq^2%mUf?jndXqroPS8M#N7Xy2ohop0djivw_N|1QFrR1=ZbCHQ<Z=vF
ze-theW}M2`Y=`|>v?xzI*D~hKBGfp>GUg=)^0d>}oHHI*Y^c~Fm7#++oKbwm*i>v7
z>q<?Dfp7~C&1A-x>>!so1*1QH2h54Ev57y+ocNai1Y4Cq7!CUeqv2=%uj;G(^6}g(
zjjt&}a#<SlTMCcP`uDwA^rl$srkmRukJIf^r$>0c$gualD%$<seiykN)6u*l!S=>5
z+oVHXkWk-IwWMaY?O4se{&)?RBOKKAWIhvGFm3bLMXQ}wuw!N@(|5{Weg_sCNQ(Hg
z7Mtg`qVQ<>7Yhn_PM2n$DE=f1EwW&c?BOR{JkLjMPA=V<8jFnh<SjS9TuwiPDJHpR
zA)Q~sv3^o+U*Q%fwN7d+sV%;mPM2D109^3F63M4HJiu@Ex=QjXTIN_jY3&y@n&)Eo
z)V;o|&&32t{9x>zsAEOmr}$TO{-M#z#*>(D{d)-@rYY$C#CF3L^g#l^q%kOol9)9p
zX(Y?>+)EfKDN}S3MU!@=A0%M24NFPmCAl*v5pLO+l5Rd`JNk)1jS)DHuRADa`iKnx
zAEtm!M&|!08PYm-NEtMK?vMf&KX@?Nz!nzkoYW+V0pcFT=G<wR3D;gzXc@{ha3zft
z_mWN;Y0@j&ymuZ6mZ!McC~3gBEB7bHjHHD143RlHa{KydS_dm`YAUp4fB)Gu+)-TA
zRM6-+W-1L}U6jY_(li<XZKRc&irk88no4yP$MjQ!4$F*>=x=L6QUT*Zj^@f?VZ^zG
zd18@@FdoEc>b->!=f!r=qPeVDkUB`wlvT^(Wf<j5vA1C?UviUv8!Tp)O9zbkikqCX
zG1|W2KQ`tp1{e8)|2!24_Re^YL38<%r|=>}O%!%%^27j$pKh9WV1U6)Y!^0487~q`
z6H)8{)Ji#G%0>(>mSV)zi5O)3E=>N$KqGZGSF{*V^6{&w@v#opB&x@kw~hImNC}eA
z7@c?~G)70BCg(+9b3AH%0wAv6=Kdovh$F_xVaQZ5(Vh_gK7k_^Ty8$u2^>}lOY@OJ
zv`(J!nJa++nFtd%Cs{%ygoT@|6hNlygo#1s2}!8#Y!V`Y;?ia=59&Onk{Fs}>L3Fq
zgyNWjJ|)4*?-?>S?KDG)CEh#u#Y6w1zATR0FdH2#)7y)%^RtU;0qe(9SK1tIveREi
zbNI1lSqG;X)|JJ)K|XQmHpVGFtSp}_uRq4Crarw}x&@>C7jPIJE`3@d1HOXRAx7Mr
zKeZ3)?R(oh*Y4a=zn^<>^V*HOH!J&$;M~?%_kZ)?_N_13Tc*7A<+XdaZf*nQB-;hv
z+LNB=73IcT=?^&h<Y|#(k!j}9GdeKHi6#EVpITGdef(-WTv@5EE!XPH^^N6PI}DoD
zwQ#Mv+S+VvhQY>4I}A4(^>#aKuUA)A)>hXygIZYMXl<+pt!BN!HH5EL!(g)!tkjxo
zwR)@CY;IPA1`st`EA`c|xfX7Q8_h<2y^8*;>(!0*TDu<B>h0wqTwh;lt#TyI)#YHV
zxgG+h*{U|GYwhJ~d#$}z4OUiyRx4N!>uYO`=5l+vv0SgNHG*IxtgTnut4+{W4Qo~A
z`PH>5y4I_W&E@)Xwc1##HS2ZUz<Rw=4Z=-)t}nNO`sPZlR;{iCwbgpCyxHDZUT@Yx
z*=DV(ICixWuCJ}Ft+ZE~>y4n=YJ|1TjaINxZC63x@>+AVwX)f2ZG^2_y;^T>Hd?KA
zb*;A63^tm}E8*$}<3W44T5qp3>MPYC2&=0rD~%1%u^H5x^^HbrwYnZQ*1);d<&E}o
zeRZYPY%Z^_udTPkX1G>k{+whns4RU0N7vy}H|#G}nn5GzE^+L_Qo1NjrX(f$yg&OZ
zfBm2R-@o}!gTMWM{q`S!`cMAdzxr?d>yQ7zr|-R9`A@#Na_>+6?-T!{x`~vJmvjQr
z+9Xj!c<6^qyL(N4vr=8IRQ(z_$fQ<U4TW=FaGX5My|6CdHQ4YFUfW9#!XZlIHusjU
z-MDstXK4q{TK&NTsy4RNf*Y;hL&>Jmvu?<IX*CRvDGoWx3h+#6N#pSrX@>u6Xo^S_
zTdUN{Ws1!6)ZY~kXI5p^E`Gb>RjZZtGD<gwyYQH&->!H^nxwV7{jAqN7<PsdH^SbI
zD5-7vMmTH^I>IpuL?3x>Tfv{`pWLZ#%jK>9!LtF$d(``iXQnAOk{y@tAl9!p)Ket6
zbbb4Vzv6Fo1B7WYgiql;3M0_n-nw~j`(}B2#JP9%V1gGq{c-u)7`b)_x>XKfQd9o2
zzmK?~T}Cb;rlvYBUmx%KgYW?F(qe9Nc2gOW%Xbk#C4;CmX*QD*Qa)qIPPgTgACA#!
zyMvgZuuQ>@zIdWB+p->c$|6*eBF&?IS3LE6bJ^2RHkUp9OoOlbX{KDJrzwQdksB<J
zdBwZ+<<@7P$>qOXZg+!SZ!*z#+4EYF^j`5qez*|Xm7ylG%b4QSxTlBw+@ec6Kv4@C
z3QCIjmk>Yh2fZ;eD$5^t2IH_?9->B3GZb?(>`=^@w-*L2z<S;Yth*wBJrC)o#c$m{
zXO<SfP0dkVE+bR+e!u6*4}XZDFc3Q=WUWw;=%W(Q?ieC<g;PsYc5ecpy|FKJRtn7(
zPlP5?Q$tK{E2QcQ)Of{fAaKw7{4;O0Qr)c7ypKNee(9|dXdii~2R;J4q$BX~3f7d~
z?)_i{<7`h50-)I6*8Tg`b@C6MBSVCHK^!S)J*78ES5~vUZ;Fx;exqqvpq7urYrSVs
z?O`SijYo1$9)iha-w?Qjt*t-E0)b06K$}@0c=@Gp>?wm`lJVY6TLp4^C!;f7xY=P^
z3Rg1t7v1n_2X{zO_L$8Sqzt7^vMI>MJyFjn=-v=AgqNpOI&WROv6C{IU>AaUkW4^X
zWdx^j^U1^B#_H2)BDf=<%;_mG%9srKNP!^PnkGFmMu|>Ml1CBdR6&ODR3s5gn<siI
z!0TVwZQUQIDa^fa7s(hNhj$RLH^6F>JSaJ%BZXuuYzgzuG$2G4p$gWGzFc}Hlrh4l
zEIi5h?#tIlu%33GG#C)w4ZB1ZB~wU)5^KgS)OJl%eHP@f6|EF0V*+&8`Fh+RrSbhi
z(0f#)*-1e_?f0_U1^XUi7u-rGc)N-8{w=}+r*7ot$4h?l&Ew&r*9y9*&6zFY<Pc90
ztY6BY+hk<IG`Ou?@KQiP63(rlE;7qUI@A}zeg_#%Qs|~zlet1rCLkHfH;4voA|MYp
zKV{kYHKKR*&OyjJZI7NPKE_r>o6lxtqf-4ujWW6M5G~glw1J4lXIM@^0R(s%WE|EO
zNc&$b8o!JuzQ!OJJOd^W0tt`Q<jTaROF(V$(D3o(bA}ueJD*R-LD=Uo+>IMwZSCCL
z-XTJ#ZP$}qaunK6_Zj=U?1`ZM<Q59&kHLexct@#-Ej`wB*^46a6Y<frffdxB2sIIe
zpA4nr`4gL!Nin&N<MI<*IU+x?QN-fMZW|m~uGA|Vi5(D}pZL2B%TH+%0r`n-(l<D<
z2|@UYzsJMxQ-Gc(t?rjS3b{}20a7^FJ_SI9*(bJ+Re(Jj@fO&p%oh7phy>+L@Mw((
zsR}Hgi9NZIODSXnsR|+4KsWI+5GFm3UDl*j#EDTh8XSM)Q8szkH89cUmW}9c@T`%{
zb$#;>#A+NQ3zvq%2~ze*6d{`pA@}rb7_p6HgUEs<*)Y0#NiHy5$|Mgo0?kpc7^`U>
zV0F@&2ULY#<^i=ck>}}gk6ufHZXwz^&M*)D=m;_oG#+zyrwFB-Kv6#>55^>?nkoHg
z(a8aly*BilV^L;`<bjr%%FU+%nIndkBu}p7;qu`y+`JBfM*4sq0)ciAI|L40r{yp>
zIP|?Jj+pO(bf-8Z685z?BpQ7*en>p<(l{iBm<z`tv045dg>mU<_ZfS_Gi1h|vQo^9
zo#As*wC9bmI|>lVTj4K75g6u|VdX}re}Hncu+60`wdw0l%u}N%8M3?S4Kf>stv-B>
zk;&s)uLTPg9ud<XtkUnq-YF@KW2c$2>gPvdRHP|-V=;QP3+y5BShZ>niAxr)IV2Jx
z0*Ayg^HvjMvdTDkNNRMkn?vHUD&HIy7YeV|ZVzuGl^#8Sq&>ptmTWwr_j|ij9ujk7
zLxG&4_a~gpjA}VE_17MIGxd(u(U}d0DylP6XQRT-O#MxN!<i5mwRdLfuU#r<>MdOz
zXX_e18NnP^czqXA7rnvE*xxALGZXcZi{@<IP5;fAFl4-Xr|Z1sXFjv$*;tgLe9@b*
zkZ3RZLt%+r><@+J*LRC{H@wI3hVo^9kYa5}pBMuJ{MZjM{>*PB1_jtyln4AF2!VTi
z(cVdBfr<>BITBQ}Jx?Z51vVcENi)3sCDH>6B*Jx$ge0J%Se_%nB?Enq1l0`k#DSDX
zX``Z~Fba;voVC9Q)SSIDMRCsBTa`naxqE*X4rh1!<lGcH|G*`z+Zl_RDqwR%7D}46
zJ4c_++Mh}&&DvLnwa(gG7gw4U0aaR>wQs!a(yVx_z};Dq7*V}5qZkib#Z3yVz`9h^
zti!8_<5|0Z1(V3`7)SUs&!?*BG%EpCJoL;+kk9tfc-G#c@YAfFISjjKe~txKC81{S
zF7imv+FM5$&x%0DM9+%A2$-G~#mwd}o&tK|C@lWmS)8$|6o50|K@^`}6ootu9may)
zX2oJg!WG3KjjJ-*eT7Tm+<aWzoMajLDWte4B{l*XZ+ti$9E^N8EF7tPI4mlR`H)E9
z5Og>UW&kuWNuMV6m>|DfedaIAM<tJ@{3<F|iK!`|h>p?qrgDJ7-%b>t$^l9w=Kv!&
z%N$_Bgq8y?Dp-{RnB#<VfQoumdEsP=<2=yM_8WaT-%SIRMXT^?i<)8iU};4qceVJR
z;i*C{zJq?ZLjH0oE4G#>1uC-NOv9=xVdVytiP5vcr42S4MpeJc1q6@2yl}O=fTHHs
zbl@CZgrSDqzg0D^Y?KU(Y{2;dbynb<;Hqd>K4{7%oEtLP&rmORd}pGzS3abw&{sZS
zRrM<$u*hzl5A+XKvf*@5FIgNcFR)c9EN7=2vL;hnaSgF-yb@MK=`=^v)*=a<dDh1Z
zj06>>#_|v_Re2>o<V2E1$nxM670F}-kuOqzc`7;^o#Rfw*pVkgZQ`!G08;MRD%6Hf
zLag=piico}Q4`CbKOD6>eZN|vkQ~b$nL5Bncrv3e01G<<Px0Vwz7Vh5G$&fTOrtPW
z;?z;lq{T^b0e@D?j+@@1^5SLyh>W-y?NKgV0PPKZ71)J36Nrzx!V)9I2LSsBVe)01
zr65oPApIShCm-{q*ebcx$>kF1(Rl;nC7AL-%X&=tVAG!^CWug#nx^2DHhNXIDJLw~
zaLNk~r(Z7URG^Ej?v%5GsJM|2)~x%Kw+9!2$_KA1LgfP%<)LzdK5d3FQXwBad}c)s
z7b+Z;uZOH6l@At<5aH9Dpt8PHKH!X}%SgtR*rs}TPe6*77A`}Tj}TpxDj&E!(4+D&
zIpNJ}Rr$JnjnY*)A)`80`8w#LR{6lw{M{$`Zj`&qiTOKS`zmJ#QMEEBY|0_&1ld#~
zD<8^qzkms(qL#!Ith$oc6u8_D)CLvt8e92?$aXeM96~3-oH9y&kK<^VSRYlFtJpx9
zUdgFLWgqvacO#dlY3oAluF{UGQwPc8mYmwzvMo;IB-i!I3#aOT<p9T)MXp9UAZ2B+
z9Dr0NY#La$7q!7O37F<IJpq{J<{Sa4xE5VnYzn287tchUu_B!_oHHWotl<zREGm!{
z83nJWMme$~Ju?h<DfEd#WkrUFVwa2b5+%%vbPzklH09@TBD1*Jv_W8&YIpljh83I?
zO<i3K4?eT(*_1K(I5*v&BASc{Hr0J%64*$Hos*PI_k_s-rk#XO_Q*PUo`mL#YB{Nw
z>92DF8@1MQ_Q*W7jfm$%KCuYod8gzKMoG3Q6mbt-pDiam6>G~0ntr}Hd8fLJTTa|K
z{-m021)#G{xsw#p2&op@WN=mbtpHK!meS-AQp}}^z&h1;PI}U#9wyPN<KLW^;j1=n
zePwZ!RpoNx&9!nf<|0o}x(}7p%}I=^L^l=MC`&g5w%EybG)dN-rXFOc!i(y4Q%JLi
z$ULS_8;9~(7aGMHb4t(2ig$5yHIDSS<d(n{w_7Kft*7UlNHR3D1$L?pG{p)UQA(_o
z_E0++mbC9C7|2DEugF9X-$X+3obUHwAksEm7Ww*!wEQ>D*}c#SmR&{eVeVMe{yDPy
z6^JHJ64VWg*8KM>Ck_7!Q@0@0yi?sQAd==*+YX6W;sO-p5##vj%e2FnoM$ijk6yBJ
zl4NEbF*$8Ah#YU9!x@N3VJxOKKA6e|k~rI9Dl*SC1jN*X4FQ#XvJnks*3e0$*Z}1h
zflMdv1o-rqj6~qnw~PenX|EXxT{7P@65umjmlL3;d-*1Gn)WV}&?W0-CINi9*J@Iy
zbT8Ee=*(9X13tHfGo{b8ln}|?GEzV!cgQx4Cils<jT(LUIZ;*%nx=OQo$WZ9fF4f(
z&G7(1NX=x+TSAxgcdrECY;W3x4%5766S_?GS54@X?Ivt=NQnVbMR2CgOJeVgIIC#`
zXPEA$bxn(-n$|DP7(J~YW+g37Do5AUxTtA;Gvc78bxn(VGWuCo(X0e|m(5BwR<G<>
z(6q5&O%-V=rwN=jRCcUq+E6&n%u3{x)-5HL(*U>LvQl3jQ#)jMJ*W1`e0@yqmFd--
z+AGV8IlWWbt7>YGn3uBs_()HyMo&y-znz`(D;YZbuq(OGlvvi3PASK-26XIjEF&>d
zdZ)}Izw~ao*$|^K$C?@Ik>><2olZ-$rY#Xs)u^11X=h$0J@Rxc?a<4B6gdU5Ga<yG
zbFY{Jccwde9QD+k5b+LNkZKz11SuIQ8{&A4Gn!nerzAy)qu-vI1R>rd-MPVl%$d+=
zqDOAMDi8}~48pyp#{L+63Z;lL`lVY^PsmcdCr)s+mZ)+H*9bWYCsXz7`$oBt3Vt3R
zEaAwNDu5_}GvttZ@QCXHElt7$U`Zy}=dJ{=O0GnM&-iWA98lJpNiORGqohyOGyJg8
zTwPyZ<tjR#&5VF<M^SwUB*-fpyY)Ypm!hcak&J&W@3<4JTmmKG(~xC?@8{;B5H59k
z&F;7rDr|p#c4R}OI%PCW+twk`Eg^lg!gXj=C<>uaeR%{_E$xl=yUz*VA>=F^34YnD
z4qv@=;uW5lQ<ZLimw!JM{eHqf@s<t4HO}}~`aD@GohqG=RTeh^(!Z;PQ2@NFz{*hq
zZNhy4Yv)T$TdDN^*Ud*;d(B6Ftx{d9Pywm>@^Z7WvBGOh>9okOP1Vm|E}b=N5xyxJ
z{N>78WxcZO*Or&LiWd4%?rj?GBzno!T9ES={f@Dag4?g5=2#f6a7nR}D7jZEoi4qN
z4#v{{W&?3y{%WPR4EmP+jbMYTqLtpDCMzemtjK=S?EgVyC_#p!L2s905HS3*AGBB3
z8tdzu%*}EXJU|qS35fXgUet;^u7X=Y(L#+g-8~8}pzdes_o(|@Q7gJ*0Y_Kv`Nl-b
zaO(MLY1h1o4+YTPaL*s^tyOD8LlrsR=|<|c&GyR52CH)EjIz`dD_#aBgOwLm6PQ4g
zz3i{AM*Ysg%OA<~QN4wFo+_Oyor-SY9o>k&D@ahk;;*#U^xf+chjLJh|8Mi@fEbl1
zUau`{wx7njd;JT#<1-l1WLX!#<35p_+^;v+gOy-~tG$&@BBp|*>lBp}i->#;KSQ`y
zNQ#>qdbxc0K*Y%qX>?y_q7HA#77#`^Rrjf698U|EWTb9qN*7HwzO9Zl(63H~VwU~Q
zdZ4#JRjE-j(W39IL9ewh_*eCpgGOyFSka<<5*g6xUe4mSPDd18#Lpx#5ZP59T^cK^
zE1Gu~;@Q!OC+`A@G36h`VMzNh2_Sm4-PXgOqG~AAT~vyT#($lDr^Nw04XfcQb4OHy
zq+2|XKE@PWphFhoCr0sG)kr^H9f^FJGUS_joS~tjf!;UU#kA9q)mD3rhdhUjPNDx8
z#S^Ie%jj;5dvP@IA3s6AHS}6rU0&O)Zt5lM>{#V%mvi}=)v<Tb9m$DY!P>Hl@`Y_Z
zmAr=LSSFduj8&0AvKB#x$yoFlB<H%u;8RyH2FzNk7^c8-#9cDi9tN7S%rIE?lEP4L
zWvn0!ld@!RbJhaEFxjgCLuKhc!(=Ku1Lag`22WF9ZckNM2AHmx44J8e8YoNO7%1hF
z)p6=WOS%$f=w7<Y<<qoj3YMW)`PC^)i?Wp`Q)e<%C0Ro<6eCj~GSnbT`tu2Wima!J
z_*BWx66lLba*QoW{JlGD_D1a{wj+8}TK1cpDEAv|@+04rW-a}^JC=v2D~7b%?G7ID
zPKZY{Zo=j({yr2z<=3B$LTRF@T&LQ0;h?f@bXBl9htH4lbs5n<^GGTEe=5-K-~ps^
zC;08NBe<mk7$vWm&98M(9c3340Eh6^>GG2$x9aDRG_cc(^GOqVg5Lod+Zk19Q}yAG
zpW%ekdmQw<8=XIT<o)t-rG?K5UVyIdA`Z7(LBRIs3ieeKl>4hsdU7h^N&5_a%CG0}
z&ZWM-LN6}#YZ><h*^*yR(v!LTdOG@g1~}BO8bi7C3O$zz1oQ^Qe;-qE&!JuD5v1dG
z=q{E_`Q|R-6NZ3%{Zx@p)tTOd^)vA0yf`YTPic(qBeK7NBo!V?jt)>^7!uI(#zU%-
z8PV(Y`XiAETXsDCNNP=_bsu_oS$Nz*@l6!l3_WCz0!~pC)4LQwU8;D|g#sF)wpCaT
z28|9LjZsn)L^L~8XV(MQydla_hhEsmnm}tq#oO5npHYuVa?8I|rB%aT<w@sJ2c_CN
z0Tn=BqN}B7;BWb6l5X(xN*P0lLS>;YKmvZ?#sXvu(3E&ro8FZx-X-!KfW}<9D##5)
zX-&VnjFbQeDF4<Qm9K^jcj;=yyJn3kxrD-fU_8K4opaPD{*^Dmw@TGqyrlSa#k+c`
zJ?QWAfL_!4)WblR{?cE%<b_u&s7Q?Rc<3FBJj@=r_9VOnKFO(sLJ_H#XaGIYVyc)>
zx<FM>IdelyNZ7kH@<xMkm-sy~I~DJ?N2>+q2q>GVhk!b_Kq2S6-?ng<0irpDZeV45
zjJi2Ai`@{$4Ny;9r$~D*hzi+xz+;M!hbVlYYS3LlO0iOi5re^QI3n1C02P{1PcngC
zzA?)9K(bA&#FTmP1RIR0+N>v&00;^5f);dkggUFkGG%a4OuWPeoi2H8RQ?rJWl0o?
z=U2+*Pcgf3YWI<uDH317Dp3^`g^ns7qtmqYLeL>@5T#(Lcq+iOHeUMqCGW{zr@80t
z(T#)YD84urQyzMkcAKqB!~$Z-B}^hJOTxx+iKMc8sTKC<uEj54^`{eL4uf{+1-oGX
zaHOfBWEI}t81u?9GOSPyYg~#_JXgwBt6_DS|Ad(HEkPfibh=#+Mv<;JKJZX6Qt2{j
zb#o95_q=B)r(4Fdv5Wei*23@v)y|=ALmC&Rny>}te*XFA5SF0jeQ1vPAq^U7b{Xa>
zgCa2{-C-XYCBPNAl#GW|kQs~ugE6yIV0Tg_hai69-of(nRVl?N_;hJ_)%&>Hd4x*5
zLa{#az?iF-D8fq|Ae!wr`eT$!#PkfjOS18kvfxh8eG)tyk~}w1kprbZQJhcEI+7wy
zsYWVltv*GM33}m|U&>EWjQFuwExDzJ{gt;^+S<h5p`URIKT*)mqz0dt52okjaL`mV
z@y`7wYD-tt!ius~`v(E<kf%j1kN7R<O*h_fvh+@Aqx3NT^K-uDX+AAVKC8jrMfvO=
z3cCzYwU5->m+sd?)%-*M;eKaGtEFtkn(`>@cB#N0KldG$>as#0EZ%3%fZ3<TgA|G7
zX&CVECw{wN48)UEdKpJ{cpRW!C&Y8y3G_OF2e#->!x}bi3I7UuoD}ddg6Y2qJ~C5F
z_%p!#l7Pn(p#IbFY-%Rpmq7aI5)ni8(&$eEp9LrPs61*e=r?H(r6+D2rJ$zlXm5Wg
z`_cOkkt7V2dKf**xr0Gxze81o<sHz2tmKeBo<S!KK4C(oUMEYht6nEd@9QCqUcy@X
zvZRNs(DJUugS_l7@PkM?0EzzesL@Z!-xv@tw8N1<G+(S<ifBjQGXwyqbncLh?)(3h
z=>emLykbmHk-At+KtAUmm|AO@IP91#ZpQhW60Jxicwl+<B{bR`RyQl1PX{m*Jp(8b
zq%5F)Jd!l`!sa6Y+0v%zIV}=ViFT+wpyZ!!e?_$WBHNT0DslC=Afck1Q&T~QCT-#c
zRkKTvEp$_0(rx&no6R5TJ2zZtz*8HiYw5anRzS?LvYi$L#&3|X=T6&B`d{e-V<vLO
zPu3{0p{CFMxh6J}aDZ260YerI{$nvH877)^MBIx%Pw=xSqd6zv`>=O02!EagR`K`N
zo-8R}Q4bjOLav%li}!WLrG6}BbYPGZOZ<&L^{n&FUTudfE7i5-T79{`v0Q71L9@CR
zu2olCFj0oV#!5R3HyZVJJ8Z94S60?m*EfS&Sl?)EtOl)Sy}>7jc*6-c8^KDgxmK&U
zs?FwRHD~})qqS0B4V!D>X1LL8)Yq%%zq(%CSg*C~VXfX?4#M^ImDVax{nh1Qt+^fo
zrrD}Cs%!1#YJ07{Rt?}C&}s$iVSR0_(OhmXH<s(wwMGzZgthf*d$kGLs$s3lHr1<Z
zRdlUa8=K4Z<!ZIDR%_PlxPkS014nwB_*}<neSLGKR;yN5g4$|5Sl(=JEU!1~plq|o
zhlN)g;riOz+Ddz+x!wq>twvbe+-L<G)piy1Ew42<TPvHb)<)Q>)vNX9W~0?=SJ!H5
z&0wRsyb`YR8TD1PhpYAWN~69~4T7+`y0SvY%V0;nS>I^1R;%k_V-1{JUEXLf*H>3s
z&F1p@`r3LsY=&z!=FdqMgUX~|4NO3f=v90vU6c%QrnQbv^`jRM@2!7l>+k)W|JFzU
z=)1r1;D7z_fBDzmJKf&?r~meU{-6C9|6t`8|JzRo@BLRSMaiGh6IgAMwqy@BMRBFo
zP$=gG2OWINzZvd@yWTa}@DQ)+OAlZ;3I@%+rE52?-QQW-LE4u7;6Z11Z?x1x9c{lC
zK0!jqZn&iQ(rS=fqU~4cC@a7-r7Umwy<i^(2>UPE+sl-E7~6map$=;d(?Qf+E5mWA
ze=zI}qu)HQkb$@i6EOB4k!$b@JduyuQ0yfcBMX~~J@2TD#U5FtkI-D~c{3S|Jy@2C
zn~XiLf+;#uyD`nrQCg0XO<=0+Sl$NB!%-QKlch}A#tWN}ks~&*5n0~Kky?^HGIbuA
zEg6DlTa%gMxaE6BlQQJrH1N)5RQBjJDvw!N5}(hu?0GTkGT-^NBQ-ID0Y_$J_M{O$
zmzlX--s|s&2YApj*Z#bRisi<57q;jFM59G}N8ZlrRI`i{3V3v|#`mso-&o-WpIj`N
zI(2+p4#uOs{(yg#TcLR{T&6W)g#SVV$OK3^WG*)YSmxj+YN93^JZ=>}2R_;6qo!?f
zV2(bGpzGV)?&qJu#c#Qc^Zh}<nWpJRz$g9sR3-xw47GIZK)WXF(cWjDZNTqR<RARw
zKNeRTl~s!EQCC&?OX^E_XI4ak1JSq%KgtcGZPmJ}SL#NaiBtxE7>(osTrR8h*fhPv
z4tdUcdpL;!Si}RIDdW1^2h+p@N8YKY!{~Ck-3@ldX=3Di0Bq)yg!c{3Cg~K1?WNK~
z0VjUq-2gv>e>fe&!45<0?jHyw?O@y;$(i~h=%O?p#Hm3?&1j{AEu18h)q6}cf}cED
zr6tqHBm&#khLq^HELV;)z^sJfa>&W^2Z2r;K15w0LNX(wBJ?^AUGE1Yyz8q{WjFBF
z|2QNe-GOwH5n7<xp%YFVs*U!Z5i)xA?u!RBR#kCsfEFu%jHC=d;(S)BRrK%YpRHEb
z<mE>ndB23$x~#5o*^_4b2$H^i{@F78gX)!K&m-vN%BCO-z;NWj&O~Q$`j3Di+8dRc
z0<Nwo=*ViXfdy(Hu2dPd5PJl%Di`nw65mJ@SMfhZ2i%$!W;WTI(5b*IUy;RLVx|Xc
zMFtdJVb*4P12x?t>8oZ3RtIXvF=Yt18!S7%GM3P<pMM4&1kC^^=E31uECK@h>4+fA
zKcbpk!}Tq$i1mVy=>8-F9q0+h`WUi+5kSo+f&^Ot<kZt#SJ$YM=tjEwG4nubq3jzM
zA1ER!U3FT%TokFFKSU)5%=QpMKnO!p#~JXNPD+w6jVXZ&2~EoZ#xigGmm89DsgQ<t
zd6YeoCgMwZDi-f(aLo5<S%QYp{SEN|3U7%9RE-`I4?4g>o-E=t89MH7&`v-%jBdsf
z*$o<|eT?3Y#ee=1&hdA{ZwKLbV<^gSX{EL)6Vh5boO06VWgPL*9oZRzXobYdD1Oh*
z!6ddSe>jGT5%OxC+n{f>BhX#aUqX7Qq@f8F`qO6ZTd$wgAoCGr(>2q&h7n2c<f6qF
zdQnn8M3F@VO@B%!dCfE4xTzJ{#k2vRuIZ2TQfoPtw~#-pf8|<(RZNX&oGWMuEQwZY
zbe=%i<E<tI)XJn%oI|-REa;TlAFc=XaR7#xc?tzCAefv((K7QSenrIFE0f@a+?vGK
z%Wx@CHgCaf1W2ggjk!@4!9|Iu%^zl&>7|=LCNdd~5nFp`R8g2Ln__2(usuR5ZW)%&
zN@mD%3U895ZGUwHXk#(A`2%=UC{2pIy?t0Z1yUpa_J|NhQMmVxj6yRO_xWHwv|Jvm
zxLkJBnIYU&xdG5Y&N(>z=%b-h=`FcYBj8{IPtXVtZAFpnhHn7%{Qd%4**l2b2#N%v
zYDb}jj_)7@w$Vkro{V3utu{7s{uc16nBX-eofzQZ&If6w(hqy1T{sr);=ONw2wcmE
zt*kf0&E-b0&X^)UBI;QtPlyP?I|qaP(PMBMb^(NUR9iR{Y(>G86HZ0nUtA_jS1CQ3
ziSIB|Xc%Z(P!q$IGNPL_Ojhuc2AVR%43}pP8FtEaF<8DJBZe-eL>uY$lrKC(=@XQp
z%+sbLV-~WQpUv|etj^|eKE}rR$?Ep*5D~ijPoZrTq+RtlR+^jjx{fTK(yV8J(VYdl
z&S<~$l=Pb7!TI!-Ki}DY29w!-<pCVB`}>t`0>4Y(>M!Sj*=XKN9%O}&{Y#~s!%Rmc
z$>!UCoeW%Xa3$Mb=V>@lH^t3*l}v>@uX-f#k&t|)nl+-7aHbEx>V~`CEgXr#2Iu{<
zkE_bAyt<00luEn9(M*hxKc_`7sbHpD5llMT$%<f-?nGr7+s?zrK7GSVu{Ul|_!ZnR
zgsU*zRhL-EGUAdx&4(ctm2~k7yd--<C`V++^zJ{ncT3WC>c)MF98sp3_|Yp2z%0tj
zfZTvveWzD0-x@#j?jX)!6e8y2viJLg3aTjg$GhI0Ft{vEkhk^*a96-df%hc>9lHH~
ztKy;P=W3-as1Y|SsW}h@*koE~6))lKhB#uN5DP>}-0pezDb+YakYMd9gDA3H6E5%C
z)?GA{%~sfkg08pKCqHexh$Akc=Y7@qBg8y-UkxbUDQuO2hfcCY(2CTip?3#{-!Zww
zcprI428weNfote}{MA?Yx9=bfrMmhFf{nKBUM?fynD-laX<YX1{pPaw&Gxm+-s;+l
zzq($lcsIVfeMN>%QP5he-x1+bu)bESt7}WOI$Vr4S1R&z?Q<EUa}XRLAV%8e8zL$S
z?j4Blz)=agFMCVO{v{D4BSl1TZK<5eHn0exONj7+WdpXQHU!{`x9QbaVV)V`RGF}c
zqfT=PhF9Ehx7-II>b{922{`0=2wRABF^HkiA()aN48j@*d$>nASX;pWp+6MdhM5Oe
z0ptnu7T9^C0~6o?0j463W(WPhS*}tz39yM1pD0AE-$S6347Q@VMt~4(cb^EkBJvMl
zk4KQ54DJb9FzCU&C^+<Ci1VUnt>D>*6x9Ud(YU!s!7q1F#x?Y|f<d<*u@_-6h@X*y
z*ZD2PqXlC>=%+{_XaxdS_8>}#b)iTiNhFMsh-CsZAe0D@!d;HL!Qiq7s=obpxYr+d
zTNK`>qpB#hN#<&S+#Mj`h~id;A+r2-V74-%vxeV(dl{yrW&pAyt^*XtN(l2%L}ZzY
z0&_6TnB*V;KJ+QluhnS^(I|gRJi|&&M*;0|PsF}SNQ8%Vz*!iR5v>!pq^6458#gh?
z5C<M!e>_4Y)UZ4pQ=lMWN34)O^%lBE7Hg;+qL47x;V10L_?lFy%ZSCIZID+#Eb)4)
z$hTqU-JpP1W9HG+C;$GIe`EXpo!dKiZ~ujFZ{NGU^X=AW?6w!{k^7QSpWRmTIHf1U
zzuAQD4SkyQ5Eh5dsM1X7$y_p`YsxSu`(y^!(KHNnfsUvu*MZuOw)tW5;{rl+tdLbf
zg7Kb`Lels2GxO?5-RhZBGIj=6r?E}T5DyhPqwbDJ*ZGiSxW<$qm1(RId7S`sR)zXe
z)R65Y|H@4n1UQ^$PjOoCIpAsHmKR%q*jN1Ym&olpl0rdYPBMmv=a-nGC1{FUxqcFc
zH0nNrtM-+_=-0#}6P9(KXTlbuv$Ufg8wp~aeEBX`!mqc~eU`yr+U&788h0-FlFFDk
z<a54eI*xRS;^?=dlQ0T;mYzBy2<`+0+Nr3v#K@Z0_Jh%$uOAmk$jSFx2C7l-=#M#2
z$|1$Ck+Ax0JamT?i7e3~piq&*mJLF#(O$Is$e17|2q8RB#}tAh8s)e1`}Ew`q{lx0
zpo8CRl{wFk*Y`Va<&E>M=rvE@k?I966Gy+CUa&;N7giKoI$n>YW2NTgqo_Q@;g6Yo
zys5X_RwqOzUA(vAj%*2e6|c0i$%#jNx{F@xXDl=B{+vJBqeK-Uhisko;S&pUWa@)x
z!C`qTl-Xx#kD>5u@qtfHvqVT)e5b|T8b@bx%bF5D&nI4Dzcs1X19DbTLPv4(na`as
zOLIm#wj6u*xl!AfXyhG;I6$%K@?(m{ke45e6tEKZHAUVD#KT8_`d*@+<hKi2%V^IZ
zFVnlZtz)9JAq+*(uz2V1>zb*5n`j&^iP!igMQ`dmJa;-RI;D}C`@M<LiRgXFr!<^L
z@%xL>#x%;2BMs>p;Q#nrVWI?>EhBG`O(SY|i*Xtw^Zx!~reBZxB44wO6=_erX-`Po
zThW>&A)LJBm8&#3J@en|=Fg)Z{^erAdn0}SjkAD>!23FkyErrJ_a-Fn>~-=ioo6u<
zPO0%*<Llg;9CvtLpS+14=_@K{Nthx<6ZV)Xd6J^U6Z87q$Fo$HfeUbBrz0PGXMR=2
za-o=?lV0Z6te?+CdU^SoBE3iPTEX{y8t)dnlo!nwm9scC+zsbYOt6-VKPy+x<ar!V
zPuh8$!h$zRhSa~jpf60vkuHZXK%kg?I;9TJ*sJ@&BgB7=cZZeXo`QOn-p69UF#_Fh
zOQc|hZ$xFEEf41&+`M+<?oIsQ(($--Jl|tF9&NB88<ccDWX1LVy}$Qg|D%8Pzx)5L
z{>%T&-}n#y+Asd+KmGfE|1ZD%^1t$%(I3?Q;QXKdzl{SH?BvgRNu+ZWbhwl^1ybH9
zahOA%Dan5SPm+TFQO~HHn50K}=cc6S5iY=q$#|0dBI7xCX7Z1e*(?s@B<XpFbdyAA
z{2?4AJ#x7`l&d6C;Y@RuREdLfxl2lp?!d9_Fg}yWWn%i!$s9E7ZU@i2qF$3=@>IV`
zN%_$_Pa;tgo??!~eG=Juj?RG+@y@wjC?#K>iytL|S&zn((({hSmlDz7`MoJAr$%D#
z7JtRx>XL&f10?2fNlMW&-Elr|&Y5(7^~4-6wnu1IwikLVFP^j|%HdKhX^WZcWg=;d
zi0@XpU#KWuS>>BS?Nh;Vkuk)4ML>A8emh`bmFGn!rvZTZDuPS%EkxyPiA7leXd-FL
z?+1^AZIKa9css)xY=wwL4CgrLssuVnP(pbiRDgd<u9n%u{}U4(P_hH%or<9o6Tu{V
zqXOFVlACa6XidoP68Cq_z#*Jn2@O(2w8r}fpb_;^#HAerA8)l&LbMOM<K0g0vl~FM
zMMWrl^$Vqb@%Yy(gd8y*`&}B*#xH0@ZUj#MBJzNUl8Pb`iIMX~=UPd~nF1_GxgnB<
z#DqoW-e?{iM9FCU8(-buxqbKc_RSmL!uxrp_8GDdiCcdddaXVcBzXc~cJl9Tg$Go7
z1OXFNit#c$*iogU*Lh0L>PURQQsdM>Ly3S_*Usn?)feiHMO2BbmZF};gloN#?4i{U
zhZs`!kH$lKk1-tjd(RLBfLbH+2059^9}N?4%l79+CXnCXmba$!mKb?SIGsw2H8u|T
zgwxRUhpzqM$4@$NV1J^9r=OcD*%alO5?<VZP(Iw;Gwh=8$LQQ2KK+F9O5tm#Km3F#
zu#hM$rZ2c6z(X|^<t&H6*u^{=L?wAiB#P$DqDpfFgPXDeF^Idxe|7i%wH@$*5XYrg
zh=oYIK_a^%L>6gzkjLg|vRNf;Dl(UqI93q3HKNlIP?$5T#!)VEf)WfpnU90dX3&_b
z^Mb3$tD#*oWttJ0Y)PhZ;)Eo2?hUFI%h`%h#a-c%&Kc^0Pb1Z(_T9iNQnC`6SxSyk
zH?x&QR(tfED~_6H2B2*kSChG6<Yf`|<`;OA_U<?-L2UR2iS~9!nwYTL&Bze($RTqL
zaU{ZvVG0pKJIN#`j5r9iPrFayCO|wAOH-1fXx%UqE%A@ikAB`*utUtjDG2DYg#kZ!
zp7fR%Un5s}+8n0w%3OK~k^G|tB1(rA<vofx%aHU*Pb5iPwmrwW2jN~3+0*3W!<p8Y
z{o*DlO`GW-Zgxi2I+bTFN^)mIOV4n*&LK^k&T_X}Hs{-N^u?$zV697+_-z#`E<Dh4
z%%kRB>K($Bd46wFI8x7gn|$xS_Q(aMX`6h`*|r||g%k=`6i+*#dhB_MF(==F(kIw-
z5l*}D0GYy@O7tlm8j=*!l}u5{85`-{0SH8jHJw#W%6@W+NA)J5`XGrfMR*bdLy^^^
z-0Tk)0>QFQ{wQ5R#USG8qe^NilO-Y$+SW@woy0u2G=fk(LH`tw&D~CK{8T<Si*=1&
zFRs8KDiV&)|CI0Gex%1LZpnCakZchv-h>w^AZ1cpnNPJt8EplmWX!bXorFWZfcp)R
z#S|E{aIC3W!V^2ufUsz`n47DJ?PLkac~`9ouTRiCjZx9gmbRNE@`iuJav&ZXjsbV#
zB+F-tY5a+2O^pi-oX_d>=yxygUuHs?{OQP&(ae<hF9p^2ocC`k75Vf2rK1X;M!Ct<
z;bs23f9YspD`|Gex<+IEyniVu5102Z3+YUG|1uHIlJ_qYA*|!G<^3yy_0WoTtn&V`
zKaz0HqqGHYQ*;e`f0VKkwsBYydD#_7q{l;M;Z_=0%1RH$FlnDWPI^kSOzbCzBRHF$
z#H~fixT2vhpw+J--yh}vT5YbjqbBifvYmLU(@-(=+xl7Ts<KcT1=kpeKkJ;Di3+4!
z38=UG?a>qDY55j43wlE?MgHx6h<euXF!vubu(x9Zdv^`s6aP^r&}FjPZ|~eiQW{Ed
zgACfpXd_3ZLnHD-M*10~ND^ta_hB=Z36Es4ZnDWxBIB@)gd*fZ08Er*ro2QJ*#0nR
zbdcNZ*^;pDFNswDluhW_5_K0Thc2tcJ=76Zsl6s>cmj~n9N8cWd3>lNfuVM@%1|Q*
z<NQK6ACSh7ve8dG>W!koE{j}5betg0pD6ha<-uu%h=T8mTiNSBDN~(nizO%mAaeas
ziIveax(mwm1EQWCPzobt%b|QegsDj{U?Sg<FwBUoL;`ObN2ByZsO5kn++hBtyT1+w
zmxi1%=ans<j3!HhhvIk})#WhUTx~XL&5e!bN;6olHc*tVS>LROp?m;?*m3OQJ3ulT
z^t(v^!ZTX|^I0%|oZMX5xi%OCJZkBKG^p!ekHax}>x#c0rGe3L=u{xOc?L=)%Np;8
zY2$5&I=@gVj4|39j0cIJf|ki1UQIO@w?)b&3MWef`$IEHE{q1_1Cd-_7W-Jjf?-r+
z6PJ~W_;|We|F*vB<7~($Q-gv}S*Mt$#U1R<QL<5q)Y|X;m4ipSgMNSXSC_zbnJ;-N
z-&JR3`I}#Er%Vb9?zB(6vjwDINI|()Sx3Ux+VV0dYE0krrs0maGu6*#U?*6lxkS%y
zhFH=WHc2fCyTFXF6lVzifE})dUXK(-Ovsn^9LzojBU~zYXUzSJ!)FcfejT>7RX=Fd
z8Y`<Sn~K=1HqBus;3N={=j~ZMZEzA4F0y`J9M0ULT!o!x6rP+1e`43SEqs-0-43>#
zVt6xAT(t3DM>e>EWM^S`Cx)FWJE3Nx=4c+aWaD_(9^p3X6a|zVuh0-vki;0cjk4DJ
z1xLt4@uqzbRNtr&`RV=NieZL}LNU%{Ab6F9yt4h9>xJk|>Uq(`Hj|iVVR*~JK7){F
zAb8uxJ&TBEqIk!`KbwGO<FGk5i+E>Yc*CN<uyCh#f78ZWShTbHYjKuec#*dj{u7)E
zgtvv16vaQ^rW!-fykB>E{YT?L|FQSWA%3Z}`~9oCc(>|O(qGO}y!IgIwvm5!e?RPA
z_TcpZ2dw+yvk^Xizuyao$g7KjYWS%&=zDjA-JrV{=%wft9OyjmP(|9HtL{K-OJ!sT
zQJY{H8<x5oWd6qvCjQFU%v6xpxza2A>p8qmDA;qrpn_WIH~lMRMiGBh4_bXa3k-@i
zXCn+}fkFRzI)c?0&H@ATxm5aqU!76Ej`Je71|d>ScbCNOD~DD8{yZBxBYSfGao&NG
zWpIF0zj#@^-ba1Gfv8|5DL8Reyd!e8yry*Oq1RZIxfPqLHxvoM@%Bjtd}Y>T0zeYo
zM9fRltsPl%hhZqQ2qTH`lP6Cq&0%FcuJpP~WLH>HYG63$FJVFc{F6%g_K41FkZ)NM
za+NlNt6sAk;LMLA0Z_wk=)qYXx%H@O7~WpHluuc_$B%pJijphieq;(<m=VkbwXi4f
zek(%@@RBUiQ<7U<o2@KHl9^=#I0xbh5}9s^f<ZvF9C3)pZ@*_*sd;{(T&!QE%xA2u
z$B<(CyZwwc<IbJ2ab`czByElvyHAmo-M+Dz*6j2}Gjk8)*~DDx+0?(i*e^_vkyv+v
zAcmP}_`ZK&LXI>%myrsSGG!K^w2=72dQN8I=+FEf{hIKN0n4x?j#6@yp1BLN;v9x{
zGwoKArr%RHd5Ur>tM6y8+mCt|wkTUi?-{MKV!>lL{y|;8e6!c=>jS2fH}%8*DSYKb
z)byQg182X$y1X-hnNR+m`vTwZ!6BF_IeF{mcdD&?>uzxH^|j%!-&DVxzV!gv($vMv
z;(`&MzO@ber*5JPZaQ`A4>}wwdIoFqHwQa?1$gRKIND<5U*17pcYW~{s--fzJ3#}k
z#_H<)9aOIEem#bBIr8_bA78%*r--n{?BSo!AV`e(r=ZT>4+cRCl_u2nsr%Tl)c14u
z``u@7HEVJt_vr^=r_Bb;Guxu{DdRn5u<+Cl9v2zO4hADbF7y5z|G>;R{g9HrEAW$l
z;qD#vRe!L|=pT;zm*NRbux!{|&{rq-N8OB8Jk6!Io)(oF)7xJ$DmkV@O`DC0Bmq%i
zzv}v`8QK#^=Ys!T@c;K1{BOO4YNhl3k3at4pa1Z`|Mc%(*k}g-<v;u<<q!XM_rJaI
zAK$w6XaCcm{OqMqKKRRVskN_<BHn&paLi#0yJEJZtUyKrwSm0uCB^q6diGf(F}UCJ
zl!>1sVpR;J^0f4>Z{JwqCM#Ih^X}Z<x_NK=W;qy-_WFZZKU6T8!7@{(!*iK)-Ncv6
zBvjt(?}rB{LuB@Zr}1cXK=JX(mXXAu-D#bafg~{@g6AchC*nyF5Pwd`<g=MTXmWCy
zK?v}d#DRjQ5bAd{<`BYk1SSzeBi<6S%_8N*5NhhohLSQ4Jfs7LEhaF(Xk%bvkToHZ
zVO1ET5p;br#lUuGp!xhW4>5hq!XtPh5Zl{C<Og|ZBiz#a>@!@hA{mEqSrfr&x>Xj*
zR+m($-E7`K#Zja422hh@vWB)$QxpgVH0V|f^*W&@4|&zRZlhiYYO582wkEKJ8mF`%
zOT~Iy;oHPLPe*uP28QH6^T9D!Y@~?>Dh|Z(6cIUYjfnx!lx3iNN1W9@L;uOp1UW`p
zHG0{q>c4GL5TflN98uW7TN8ZxJ;VzMcXAKqQ~@3j_T~=srdQE&%fC*3T5uJ4S_8Cc
ze>S*2Aj#cBnZ<I$s{@kU@O0#nADGTDaznETf@6V`Si}scW4a8)CfIbIThMt}ZgrT>
zaSMDp!!7VB{I+4Iu-gJQxoyOgd%yIs5Y}XH%4E<G&55tJMW3E!#G?ylA{i9G58-2G
zg{wtoG<2g~!(IyHtcOoKBQh-c!%?f#r+UNyPSbr3PMVD8kjPB!r$-pSL%}EZpEBTK
zl&tju&B=dog~KCUavKGth*$e*?K0di14<pmU~9_&f`tODc5G!t7}@+%JA0m%il|5Y
zTii03fsL(U86eVrm<5oz-jJ0syEE;FX@6{s%mQKaWCjc@mRYUZh?xaMcFk$+S+^pr
zpIHcmK{N{hHqxwSX*SJ-7;R-V3*%~5JK0+^+NB9L3&6C>X28V^wV9B@cAEjg=G-h0
zSa`FV+31@ABkaH#?aDNq0YTQ{tY&N+S<P%y&H<Apqr&o>fdj_q@`A-*{nB*r6K^JP
zE<_p~!yD1Bg|$uc14wh{yLuQLM&#Au@W5Ttwz8G}Twc1Ou17_}jl4rAv6VbO69TTj
zJS@&wwAJ-P;Y$j&`r_~yjX0~Lz!n8r<qua&5On3s9E-4e4k!;Nf5$4eijS;jh^^wT
zd19nuYXV;~iUe11ZhDK70w9VBaZG+~WhDs16+YR`XyO6%S%Iu<CF@%8NgoA;$-nnF
zE&`t_DyVXe2G)3Tj5Q6(PtyjesM_u9z*Z{d7_9&{c@xY~D}Oux81YGDcv80=d8ftL
zH_Z?5?T?$EC{Mn-RCV$R)v4#B<)2CyKh^L{<h268ur=uzNL3Ty1SkRZOvo><(nlF?
zcWMgDaJz%^hWzym9PiZE(;Oc}u74_2=ty1vFwRdC>{3G_9k;e5l3GY=^uHfZ?U3QV
zm*n_ok48zu^jM|RFCL70-tDi<9Ib+=y+Oa%9}f}QMfKmG1SsB4E^Khm>kLrqd^qm1
z-^WY;oMq=0R#v$5d4adr*@d5g-$lLoE*#@f54{~UQ9K=X)v~Nv2lq{c(mg@VcT}M7
zc~^y6dGN`D;XEKOJEd<59K$0D?n$TH^?<WCLPAFn*g{r0phO2z?;XZy;a}%n4X#$m
z2v6y7n~!j8AT7W|+mqlKTmbthJ0GGrds&VPPe3@VjNz;Tqc12+zG-2ehJhG9^<84e
zJ__A`GbArT#sb<YP)=mZ?Wx#1b-Q%8C?#K}@voH2pL%$l#r=c3(%q15LW0VY@}uzp
z!HJ6Bm&>rRU_^#Mh8Nrk+(C(T;nQY#K!g*7_y;t0;gsp^kB12N0~o#|_ae|k;|PuJ
zQvUc7k#Ok~ii$*xTB{p+m~Z*(7I~9g`s5eX1$JK^1q`5=KSU#Tc99A(Y=I4*3T9us
ze_JH-M1<hTLp0>DgUlp!JHjYJH;5MrF-f9qA-Q5=QV~As;h3op=M@!F_z2TX!Hu{b
zOh1VoO8-zqrnqnN0rf7?-3yty^a(pmCWH&}I#zz_4?^h=tTf=n3fj1tSBugSuGKtF
zG>D;lFY+tjw08BFAm#*v#9L06E|z`|i|cynVZ7;>T%S~Q8V-KK6&t^&6uUo*;O0F_
zu_Fr&y@dTj7B)|;_DGS}1gLzuf%YVCI%4EB&H_ySouj4C+#FujKfps!0nN_`-;ee5
zFhO3bKuthC=O38dlm1uy*m2Y&ia2h$Nhs9kX$IvlZVC_0Zhkg5rf{MT?x6>XAvlE$
z0qpd6hQ7ObjB%*=<%^g{rjnNdncs_7Tf5-ac{&&JMcW*^W}hM|`L^PpbF=Km37hqr
z-_TEsJY|p|o=AyMU&+_f^meiPr#I6kp5FSJ5DcA$Ivwz$4Jgm&(!r-OML(|rh4_25
zIa!D6ym(JvN?D_vd#-cO{T|(OW7Z+9t=@a@-TM6B|GPi^^w0jAfBN{7-~ONf_}jnp
zFZ|(+Q~$%Cb~gXcKm4P=`Og27tqSwvTzeFBI5*e=Zm>!$=8$J<=Q;mTqJyq@h&Z3@
zqAM)e=MDSB6>sHynF?}<8Wga+?S`TX#rU8FgOyiVGFSbdo=<jEJ%nlReEGcP&w9RW
zd$Z=V@}XBTJD=_#jY88cebfOb%lU16=)iWm+}1wyG3|Z0tl+<*Mn7~BW<S-vpzRO6
zMCxBM+$js;6#Jj(k=q6+p!3=R1#p%v5CFuYVg^BhRmn>Zqo4wxZWtt4PO26qJl}Pb
z?fR}f-_IwzzMDr6=aW6!O%N~X7~?!l1P9LsFp-Z;N3z7T5x_$0caaLu1ogJqKHhwG
zKG~xgR2+0e>Ym`wOv!z#%jc85>Zcw;(1^RRryleNBf}MLYCm;&ao+Nw7IVq|$ujR(
z>?gQ5$9}0->akx|D;u$2Y7@V}GuncYe%G;|;CdbV1>V=OU*Lcp`vr@5>=!*4R`RXe
zSj=ItC#(5zd_ZgyH@q(U07AQGle_lhubL<m6t3HokZ|Ch{83Y9c84=JX$Smq2Z5^I
zqpEjF1m-Ryf3e;ysBdz08wo5uGjZS~FC)M0sZv6xR8ns#!4||Ds~_cV2ypJ?cTog;
z%wZtPF%w6K5M_drUW>RTWG$qF9HBB>_wQe(^dOxk;P);gcBS{|-VSySob!CsYxJLn
zt(`GcWhikN&a9t*2LJg_<j=|IQA})zL!H5BPtlp^?hR#)Cm_5=hsY6T!fySgb<sz{
zvTvfZsqjQ6Y{DCTMc}1e`EX6I)h=fY%7$+0i1h(S>&lfKbuF^`;cZzGkA9G~Xuulj
zsZ@7gR#u5@Dw2-Ld7YS4)5mwxuUDdpyY|vBvc+`RjRuE7M>fY8NUTe~Q}GCw+=Sat
zZm?hf^T0?GK{BK;c@R6Pz!~KrZSGk-R22XSg4~mEm`R6kWO`PQpENI2K|mBp6a6FE
z7JM-32w0d6t(%ygIOh$zOx9~MGCA)_E_>jpB*1bDhsi$S=H%m<1b>ltr|tWalqA8L
zdV5hhjo6KnIp@XRqB1BQ(akNGo8~X_d)B4-EdBXIpfH>?4}~Ujv}F6s3_hAiL_z*c
z=96w<DIS{nGwmm%j5%mtJIstF`Df<Oub)7lOy>$0NHujwfGqOP{QX1UDmjjt>F<vo
z<Dum4Sh;4hr@#!Znc9~jA@BV=d&9j(7qL<ZT%?4&tBuW8yBhFPV5OAT2Q8(^T=CjS
zr@kcka57H*oH8_nrH;h_DWA-+bV{-bNFDb=yc`U9d%O!Xcf=ni>4P{Zxvq)|xBhCo
zz06?ha~d?^KU_Zk*np+q+g2~8*aYacOSt^)gs>ry(NR72sZRf4ve%!;c8}LwJnK=E
zzi?{{nv@Tpyw%8s5GzXOU<{0CD=VCye2YY{R;WDY;={tfY#T0LW~}>OFnkntyHs#s
zNqrXy0J-b83j61BTzILKJILZUARn`Sj~&J?FnH_+y=r4MY&P2K^`Kha+^E%Sjr!_x
zwbfW_*Va}y*4Fg|bCUVD?x+{jiW<1G^Ch$R2MKLRM&Al=a2l!7M@b<38-mo-`z&L8
zmz#{yDtDp?3na~yugS4?{q~rN=>EZg+Y?DgyD`@LNn?FI?vL1CqLhea`x%7fDUTyu
zuyFCiBxD$@f*?2r`?@NJ{RPraBIJv+UA-OqxpKch>@fa!<Bbnx0b?GX)%B6N&*9zU
zaM|leN_%`Ipotp)yFK*t$aBAC=UA5yM#*{ZQ)fsC22YOn<#sA)((=u6mG;Tvp1vWy
zOK-jn<m#u2YSJp|w^o`f3gbm;rktV(`l=$j89`uGZhPxs5ROLAu#s0$;HB<2Ha58_
zjh?jM`TqZ<8T2B5Zu@N3F2$QuQtSWPp7x^}o>@>d(LVS45v|?*fiJB6G+W}~s?)>1
zsy)i`!00Jr#IKr&$q|OUm$>nw0)J&kjQ)U*8Z?F?!zCd2z`&_D6zpe%uyXBbC-P7&
zGE6?4m(oYRgUr6jrTbg4z0Y)~1(AE{w8)m3h{%ie(`lnuBme@4W}>4w{*R_p1d}^Q
zXq8Guq@x(_3?BX(g(!4N%wja;#hNTeH@5FouJ^~i*6kjmLtwhq4@ZR<Q4sluiE~1<
z;CP{h$MQbs{Vc|d{CIzqN&%>tNiy?b{Bi22HxVW@)3CWvW&k~no~aAXcrKJbOTFLQ
zEkw<9+MQ58(H9!M0OE8|N^-CtA_8o-t)T$obkGN3ms0RXZxO`=z5wFnos4vDdoR$5
ze2WdA59d!(rNDmIDkK3pk*0$kV#&>kG#Tuh5sFFN91QxiNq$bG$-9CW`@VPzpJ}nl
zk5!|WU)Vi5`PuNqIXoUBc**F*-&4wU7?3l4UAiX2`Vh+}<N)D)B2E!G1EsKfw@^o7
z&wCJx3W&TwJTN4gt2A<aAfgHT6nq(#L>v!+9x;Z91I6ZEPDIQGAAJ|NalUtiw8_7j
zpLLVBW${Fu^jw-ey#ibkujqN+4`CT}SX!HWd#R5!NBeY;u>nSVc?M9l@un~06T4(O
z=)`804mz>t9O*Kiyg<>USaX*QHnBJ+i$c;mrergE)l@&c@DEmJqjm-V^d{K}hu@CG
zyYRQ-O*~HS35Ja~eBalvr~%LT4~1)%x;*PYB%f7XQs7npVMjdMk!@YU{1CsPoC3N1
zjY7ERHT#2>FTI8t<Q@Oveg|RMy<ML?l?HIALd}ANR!X<)D}%m5Z}f$0VZ84J{~=<u
zsVpeG$ii;Rz&Y;G677>84|4yF@Fb`Uuf66!?DhSp_*rySBmG4DI_}Xe?DkOZpyi`L
zFdZoP<h#PC74*y>%xWVP_;o^t<09TjC2lPnTs1m9hUe_=0QBM>DF*mNNo1n{z7wVM
z2ALY4K8{OAm|Zd8O-wP~CtJQcbHPJ)I;!*1FbK0D<zq;PJ2`ATPH&w!^GXLrY}(UN
zdh^9GvIpcR-(aBl`kwmXmBAR!dwwf~Q>yxj>#0P0e7y4uy5^aeG%uMnbJHw~)tS<u
zR4ollyQSAkZy-GX#r*Lx>qIo}Ss#AF{R6$uT<|G*1OND$fA5Is71{<|PN4-uS)xiu
zrqI@VMY>`?AH6>>_55i!@KIY=iOk$<x}<suR4+wT^UOG1pIP&ru3M~QiCPd{e=E}U
z#-Jax;KIxY8FR1kl6Il-aoTy7oZef)Tjav&y~Qn-s0Gpc*CV}0?bLnt`I&p2mvjrA
zH|gftar$lvZIKJ7?-sXMq83Eo-!Sx@%v-v$<lJk#q+DveMLExq(|Jp9i(ELJx46X;
zwIDiw!PI#KCmx#zdr7!bd4q7CAE)t_*cQ2P8gFrnC2B!5{xwVEAFErP`z>CQ&HBz{
z^V~RXw?wwch0}J6TP#rvqV2~1-s(KY8S-(_cVmCI2<Q268gGehkqf8s7PnZU7DVHX
zlet#^*gVb~Cvy?iJTp$$ErBg^;dI^N7E9EE=(=ICYdsrMZasCkbN@JRSnO=dd4`<M
zTY_8U!s)!lEtaSS(Rt%EzV&Q;aICc6IE|0f&a>q7-V)v-7f$ajZm~oyh~8g}>~_0h
zFB}Bj&To&+b}xw+*1HMfd7hl+TjE>f!fC$6EtaSS(R{;V-|3G6b*pp#h;LZz4YGM|
zoVHscTjauNyTvV*s0Gn><DI_SN1kk*BVq0p-gu|CDd!n-I&TSXkqf8u7PnZU7DVR_
zoBh7d!#DT(ZrJQ2s(EIdu3G|I<ihE?#VwYo1=RI%SKaBc(sfNW&y3S`OJIv!I9<26
z#S*o6x{h)~$57WJs(EIdu3G|I<ihE?#VwYo#nbhJ;Mlm?8PD($)jTs!*DZl9a^ZB{
z;ucHPg6O*8Rf~K-<KyFYV|dkCg!BA3jkm<M$c58*i(4#F3!?FcRem7T*Q&dn`!{#P
zDsNNHGvsvM65JvePUkIdu|zGR&Lg4i@YuN9SUPV~&NJk6-V)p*7f$CbZm~oyh|U{N
z_QS9nHjj<b&Umu72<Q268gGehkqf8s7PnZU7DVHXELX?Mm)^*7Wzx;F<MiDU+9DTD
z-z{#jL@kKE8@@KfaYNnd+`q*ecKV2Fo*Ad>mcSOdaJp`BizRA7be->wZ|l_XAZ+4C
zs?HewvGSY0MXfLH8`Faf-a6s#DMijZlLc*dBB<Am`ZdPSXX!iD5m88HSvOu3J6?D`
z`#02`pZ@ZjUWW=Pyi_`4FoP$nRQ`J0X+GN83!9HJlCn2~p{Po6y5y={fQ#REQvBCQ
zrTjM4!h6ymJd*W6&QY-u{QpF$oHVf)?LPkA7;+$co<g6KqUY(Po<E57{Ej4~NfJ_v
z`oEms|M{fwHz>8fo|vf5Wi{jCvQdHfA=tO{ARMCLYjbbu+Kp@Xcb1HbVM~>gUCl@9
ziAH)7nk4^f2Hr|DXawD*;RvN{m#Dz9s=HhZYnw|4LGw|t8&+Bk?t0hgI*p_js_gi^
z@X2uWtQ#_}R>K%Y(c>sXv1C!Mc**fh%Ea%CoT-{(Cv5E%OkkZm3AI$3^1h*d75qFt
zSZZ{7q)`gs45{$JBd!UQUBFv)C3vOw3d`&tZ<qv%rA6U-d!m6TSB>Uus|BgsX)Gny
zuSeB)tW2`3S!RK8zKP|@k+YGfQ;dG9@pdB8@M+jAN;Q+IKEFvsTokFVYOOD!Hd=Sw
z;sdo?lgNjA$Uj{aeT?Q`rJ-&0XJy9^(@^dQEHwAiKxP<qX>YX8PwUSMZ-NGdBcZqU
zUd>l8ozOL{PE`=-$G@M7em~)#c#G#k!ti?w|4N^D;5mg-Z1&5T36TEXta!-Oh(c4P
z(&^IMcp5X7tvBge+h48JmMi$5zY%OKGh!|wM-THa+r2Kf!th`ie&<&!Yog!!>IN@n
zC0$rfmX))Hdv|v*9F6?tO0_Ebtu@-gdaKR~TGD0a5(a%|Z@Aa!>LF{Zjm=iO8Zfz3
zeva67ik_I5?WNLd_}Q;jRw`A$-rQiFDkYSoqh2S$A*1sT1}zjOZ1zUI!4O2(Dyvw?
zmg|k?$_5W>m#QPO&)NjMe=r!Kpx~f48i4k7(6QQF4>s#zol(&9eF+8l&e9JN<!|6;
zAADN(!$xy;eSNjc9VQCf(S5&*uExZEFbYv#F+h36y<qq#>=F}dHNo`Nc3V%fczUMp
zFWFSTP6hGMr3!k(YPiZnCsx9foO|0O{ztty>uSsX`dVwfS#4<Ev2d0$q)-o>C2|Zj
zO}rRxiYPHyitKQ64(VXf=|aGe>9fudIcJu^(`J&}bIlY3r+o56rq5&6iZNx@vL`Ef
zj;2q|)EP;gh<yA{VS6UGS@%EAdQkFZsvEN)V^MfLi#(uJEsxZgwjFNN(D5%^dNjGW
ztKl8-3#`=Kyr_P5HN1O4w<2t@Rvl<p!y8qH!5J!$?P_>SWy!G^MauTQd}DQXHN0I7
z?|cHs&q%K1uizIe(9xZ4Jl}%=SHoM2xvSwVSmC@Qv_#OCqgQC_y}~l;SmQk(y*E6e
zqH5Ue3=!R|#ex@i!OS;2p(3ieaTbpTr|V);ovvH5%@TEVoA(RVbt7wdybku<YrK&)
zJWe~$lGA%jc#B*(y|=i<615<DZ$vkkwXo-2=Z)wFlWv|Jr|*`~7P)ZxZgGnxYC-hf
z$Wzd?Dq+vP#v3uqHsw4+PUkJbEpp*>-r^QZ)Pm@|5wqOv8>O)4UgeFLWs7j0AE)t_
z*cQ2P8gFrnC2B!5-lzxy#o=PubFc44MG%8*o*Sp_mdF;laN2HhizRA7wB6X>ty0)?
zukXhGZV}G&<22q9+aecE<1KEnL@kKM8z*y7HSD=pcjII(qMB#M>AEGbMJ}AKTijxa
zS`b|~EOvG!?77!>!(wMs&NJk6-V)p*7f$CbZm~oyh|U|Q@$ov?bFcNrX?&b^o+YRE
zmhcw2aC&cXizRA7^xoC*h7+ZpQ#I4h|4uN%Y5pQ>zG1O9ieb<FW^Y*R4YFB--9B%L
zY>^A6?H0FKq84PIH{R*(O4xI+@Wwm6O*zky(|Jp9i(ELJx46X;wIDig*zBWf*mJM%
zhRr^rnrFu8x+SnhE}X7g++vAZKwa0>u#c6lYpQu>oUU5}Tjav&y2UM)sKwLus2cWh
z()EaHo*Ad>mcSOdaJp`BizRCDbUmtueVlYXqMB#M>AEGbMJ}AKTijxaS`b|~ylSmd
z*mJM$hF7gcIM0vMcuQ=HTsV!lxWy8+AR2F2<?Tw?bFcD-Ro<qYXUOTiCAdW{oX%U^
zVu@Nroi{6CA1|FZDd!n-I&TSXkqf8u7PnZU7DVTbCwr?D_S~zy@nmli&hz6m-V)m)
z7f$0XZm~oyh{hXPuFP84bFc75mMfEPo*k#}me3ZtaQbd>izRA7^xg2aiK=1Gy|x>^
zHWAf4Gfvknfh}_3blu_>OVonsI^P@LmaF0IYIw6u6#aBHyd}pHN&}`RpSR2ZrNg-z
z-X&MVyX0zkyXxX%kuhs0yNc{Dq>8<&DfYWv!}~Xr<(RX}Y-iT+_9shI@<Yh+s^=X%
zH@3Li-cNn1cE4Gvq6l<)S$J35n>EM&Jb}94;_nqh*P=Dd{8a&31^`z9+*JTanRl}S
zxK(*a*ZyULLaFqltYXAU#!4@=j5tfUD<jU+Q7WZYuht;>%2;dgTw=h`DaEh3xs+K2
zTSH}k;aPVz$J@(_Q+ehnWoj~KgcpNPvz7w&@b|PE_)+P(;yv`F^PtJ=lLkxq;%bvW
zEANE8VSnJ=8UzP>-h=STpfd`Gl{mw|XJ&QD)h6E?Rc`l2vI4iOO<pSfObXG1&aTNB
zSDQT2B3GL{;>D4E<AT{|{D<Mw(I8OB&-xEV38ay_e${{2X@$K}XVeLY>bD=_w;n-t
z!%^rD!e)Qa^2Z0Q01Kc3dB=aa-x&@&y<I<ide9$?{4Q*h39Wnm{m|d<x5nM1zMcJv
zz8Cz52f<*}3A%o}6Lwn$&T(%%3|s!_*+J+Z1S48!xb-#vVXyB$#m}OvqVgx=*Kv<-
zVYk<z&QF3tkEm{UgI(^dplAMIR=e8df`xiNJhD@p=ToDY=iAjLXHJw{zC^(aemQaq
z{hSoqdMimk_I*BjZ+Lh`uUf~+!z-eims;oHrI)axU!1O69Ak-E5DzaS8+yFH_uOl|
zkqtdgJI|8SdrNqWTsXbAxWy8+AbM{^ZJ0H_=U(THs11{Do*k#}me3ZtaQbd>izRA7
z^xeq6U|0B_dyO~pFW8jx3^|>*1h>eA(|L<qEKv)h^F}PTRpNW@Ro;ljwg~6>aT;%l
zZIKJ7@fNpOq83EsjY=m*k?*<JccapYK{n5g({@W_i(EKux46X;wIJGV?C(~I@444^
zV}G{@=lO9OZ;5S@3#aiGw^*VUMB|N<xv0wb+^f5!dI_$ZOA*yPGfvknfh}_3blu_>
zOVonsx?!=iD}2wrz8e-hn{u8Zr}LKJ7P)XbZ*hwyYC&|~IE|0j_nv#LH%{Z@wDT-E
zy|;w7$c58;i(4#F3!?X~Ho2=!ZppWC;WXc1h7nA5WX|(1)YsOq*c(N@=YF#{EcOQ3
zyehkW-V)g&7f#zPZm~oy$Ubkp)7urk=U(BBcY2$0o*}36mf#k-a5`^sizRA7bl$Mp
zM^(P(Uf&IyeMB|SjMH^XV2fNhUAMT!619N3uB&_>D_z%A^UOG1w*<Dxh0}G5TP#tF
zr|VIb@8hKF5!F01PS-7gEpp*>-QpHY)Z*!SROS0P>3T#p&y3S`OJIv!I9<26#S*n3
zx^8&YS|z^cUfm6^T8nU=AE)t_*cQ2P8gFrnC2B!5-muEs6~5<Q<qfO6O*zky(|Jp9
zi(ELJx46X;wTL=zR`@<%I&V_WGvsvM65JvePUkIdu|zG1&KpnmR*CPqS9#;f-Xfgm
z$7#GJwnZ+S##`KCiCPeiH?mxrHNNLw;f*X;Cfz(cPTwt|Epp-X-QpHY)Pm@{;cF9B
z`JQ`iH+*d(s(EIdu3G|I<ihE?#VwYo1<`fBH@+=bo7~kVXPGGa>1vZpj=9?8`{9%R
z;E}&K?sZ0IMB@EZs9$vwWid~bP8(vyt4`?$sQEJT+k-&${BGQ7K5FiT%}2GUzpG8|
zYLmBIZE~SMt~PntU#c{NM$lavj$Cc>s<Eoh_Vta4a@q>d+Y=2-jZRNB{>910!`CLa
z%Tx009Ixu+&F9D%SD)O~Cokb)>Qw1`>7}SJC@ad;PhFqfu=JqXPgJ4Y{$1g-3<0i2
zxvNp`YLpMd@BC_It+EVOtgmh~<C^#G?qE0?`OB4RRluw@+QE9O-iX7!vp3vpbTz8l
zYGbq2t_E?i*Y-zUzgAhPRQ-B$Lkl2-{b0~S1<ht})Ef*jX05X7*TUs`qq(xdApH6M
z!C-^}mxJDDfKk_haJ9J}Y}Ug%L-41oQC=!tY=z-L%3M#G;_R7Cp3v#@ICc6`XDwer
z`R84ud^u;0@_0e2S^Kdt>%G#-Rzg+@+D5fCLW9S?xO(NTUO9@j$Leg03gof^cV!1f
zgIh{!yu_;9u3ovTSFTFee>3WIEB6N>cH-DVlV>rCcX`g&yf~g54)`&Lf12fR^*K|U
zik^#TyL#oWUO5TLNjy@gR|cN%lbq*Mx0qGO)hlOCxO(N16P5vpj^$35UZ)mVqWH;J
z0`kUCI-_2k(lzYt?w~Wo4j9T~J~0IFoq%O4`qTK%?ghiWpwSJ}5guoSw%$t8Z}Iu)
zeWK0pIC*`!dga5<{Ckns9O|3Xb&Gv^1zL=JsYZtMxQS)%HQvaO9;cmWX_gm~Go?YP
zS{jyiORtsQDDi88B?RBY1-3r%cg`Q}4Z@(MjR|M{!D!e&7!4J`1^-EBw8uX>y*E-C
z&-X+73*F<5NDi~^_uT8e5y@fF?etx(2D5*-ecs|7OVomRcN;kw?5f{$ukl7s2Agu8
zA-Bg{f?MRm>Ab})mZ$~Mc_TjCD*HY6DsRMRTZHrcIE}Z&w#bFkc#B&sQ46B+M)eb;
z@b}#7yHWkbAe-mLX}cw|MJ}ASTijxaS`ckF_IIo7_uT8dvA<h{^ZYoCx5T!{h0}P8
zTP#rvqVdMbTvYjc?$upV?dp|Fv%Ry>I}80_n0}_u>z84%v#Wm3y}lb3JDYM|jotpv
zlU(@I?e7-LSfUnWe>YC!<2AqMUh9q1_&Du6OHS`C;Vp9E^xonYOVonsy{lJ_XF@%v
zYNnkZj$nk-{6*G$!(wj~{+|2I-muskWU~gleclq;A{S2EEpD+yEyzA^ywlrNzvo`z
zjdyyRa-Jcl^OoQixo|pfaf>BtL3G}**+-SX=U(3pn|(wz&y3S`OJIv!I9<26#S*oE
zx~?mKA1htgRP)R@UAF|b$c58&i(4#Fi>K>R<?rL9>k-vFGfvknfh}_3blu_>OVr}&
zdQ|!QIO%#sHP4LGbxUB2TsU2~xWy8+Ai8dN)mml0=U&|nuUd<6o*$?2me>}#a2juM
zizRA7G~Tev+f~2kUgZs|yiGaJkkfffaEn|xowvBf619jrZ&v+2UOI15&NJk6-V)p*
z7f$CbZm~oyh|U{N_Ey>NxmS7P$=)KI=f`QhCALK_oW@(+Vu@N1jW@DfnRUPCUg3=_
zS0>#&J5Jv%p)GRZ^xfhXOVonsyWwjSRsNoPZ8v;vBC2_2oUU5}Tjav&y2UM)s0Gn=
zzBj%tSFhaFD`%M~`swPGOO7o>!ra&F3gWVyz&WZ-Aj%1p4dLLmqjb^k<LZ?!bx~FM
zAxgI|JqU+kFlg>AUAuAZ{?3w7%4(?+3)<7{)GR)Ua%%FgHdzJt1yyU7^f=16e%X?%
zq%K9`cczlMDsUK8`BgfK4_4QcyL(Ob>-(nW;^*-JRsCLy0M6j6fADBm!7ok117K;h
zQbqMs?n>~!{3#lI#&5ILD-TREW%>A{saGDaMZkA;ysDOWo;!P7?Q&PU{77n-8(CAd
z?nP@`Qmax)%Ru1jnCmjq39kW^v+E?vd>N&2rxzzKoj(vYEe{5r9x7eZ?sArPnCLli
zYWZSetSFUUMMwNa9aGC1moALL{ex~W3VoCadlYuN^xXe0x*7>4^3^^rSrs~HbWs~P
zA|g+5<dUe-MKru*-}>vL@aYIOysId=9ah6t-X<=Nd;LKxgbSaKWVoZC(+dZv^+N1_
z+vLEHdhsIPHIyD-Yppk{4PE7%CA{=zBN&GMYNdt(<tS0U5o|2;fc%+N+nQlYQ;J+`
zxa?}z8Z5c&wQkNKVhlT7k{B{wbQmJ1crbV_F<{`dY3KG_)5^dppFHd7lb$u#Q>Hk3
zW|Jp$`aDjZzSLREH(7b+C}nCgXM`7n%Q@?qn?-A8>7!?y2Toq2G+4?PuF{y?`@}h5
zKWVJC(YkZy&h4$6_qK1Q;GOm7rEB9+e;<o>%lmaW=(Ib{VASdNynb8N&h~B%f`dKp
zLHK0QfvrZ3^T4o1c%7ja^t?bK>NLGkzu)ynd%?(S;`c`AjfX%#>U(gS>a<<`a(@4>
z+@{UB7j!GGez}mVpBYjWG3UnioyzT2*c(AQ=~-q9=>1?2?1x}1%W68-2Vpm8gx$Nr
zfx`MhDgoPj!2v&}{Ujag8J-)SDrD(kLese5crutMOn!4P=<^LHm$G;D%N4V~#}6({
z=<1id`sE~c$GP0`^QmLZ%INBsGbddAa>)sPK{`cm#jbuize_BLXNchi7F7a2PF`RU
z)jTuK3rsIzMZY**w>ZWUwII5lVcnm5jW;r;>vIb=S3FBj?=9gia^dve;ucHPg6O>w
z*<qSg=U(TH$PSZko*k#}me3ZtaQbd>izRA7^xeqOU{?X3dyO}8G}x5$3^|>*1h>eA
z(|L<qEKv)h^G3Y3RR(<SRo;l#wg~6>aT;%lZIKJ7@fNpOq83EsjcO=HA@I4^ccU7L
zK{n5g({@W_i(EKux46X;wIJGV?C(|?@VVD_V}G{@=lO9OZ;5S@3#aiGw^*VUMB|N<
zIaj}YSlTVUR(hkvjy%@He-9Ukh82J3{L$VZ3|e7J{czSF$WrC%`hx$YGuq=HUH$UN
z8@7}XDPhGo5C^pm+tCo|a3_b2$LXyT@eS#qmUnMD*z@teF)Vg=74W&=-VKYLO*zk`
z+uzm7Q2fK~?-tKkq84O-H%{Z@HNfXy>y6X+IPE-3PVX(@Epp-X-r^QZ)Pm@}t6z@C
zJUypsrd|DV!3d}Mi>&#E#oj0cKKGlwVX-&JW({`xyd|<lE}XVo++vAZkbT~Gr?;zs
z&%MGM@ANk1JVQ?BEx|2v;dI{O7E9EE=)7UGk1B!By}lbcl_RQoW}L2D0$b$5>AJ-&
zmZ$~PbzKSkSn0Z^nrFu8x+SnhE}X7g++vAZJYA0}fgdMbkErIEak_2^Y>^A6>lU|I
zq83lrqe|e%N!KH)d1johTLN3;!s)ujEtaSS(RIVC)+z%&_v&tV)mnt}{5Xxb#J0$V
z(|C(pEKv)h@rG62t^z*yDsNcjZOVCuoX%T<Tjav&yu~e+s72IyvkLg}(s`3|o*}36
zmf#k-a5`^sizRA7bl!Nfx5|Ley~-O;_7>qhKThK<u`P1pG~VJCOVomBypiR~tOGvx
z3U6e&GU?{oar$lvZIKJ7?-sXMq83Eo4PTq668PL}yWwjSQOz^sblnozA{S2AEpD+y
zEr_o3z42|i`sJ>EIm<-RPglQOa%>^O@m>A$bn!n?NpF)amyNo$u70^HvFz8v+UC+h
z(0ml^hLu(Wxgf;f?@YyOdAqLWJJ)<W-ZkG{{c_0j9~ui?<tXcyn|aBl-jqtmt9E(#
zTv_Almb<#;sE%4XRXQ&ULbHzK{XD^mw+!p9(7C8)dAvoTwhRKUUO5-SOv=JVX}4Ux
za#yc>N-=A#v)NUxHCS?aYu!A(&b0=eTJTy!rdGbz5cx`AYw$d^ur+W>QEc6wSshzL
zWq;vy&DAS!FDp*vnWL1c$(#|kHdaPq4=)4$ptHL-@|P>s%5r7d@AMA3K{NCR<8C<g
zpLPS^E?F^KFFpA@xRsZXR%)?MX|R+pu4cKbS<dgTQCV(Rvs|c4dUbJEv)t7z=Y=<A
zW&PfM=2XY7X1S|bPD1BumZzznt68o&<MJp9R`5%bt647Cp|`Zf$d+z+enr*4kCW$D
zL^aQh^Ze3FSkW&|*Da2*L@kKtmysnsUiW+MHQvaQ9;cmW$?3f%yhSdY-do&aiCPf7
zPdU|_d!09;IZWRGo*k#}me3ZtaQbd>izRA7^xeqIU>~E*y~Z1P8EndVhMdk@f?MRm
z>Ab})mZ$~Mc_T*KD*Zk8DsRMSTZHrcIE}Z&w#bFkc#B&sQ46B+Mg<h3`1joFyHNqf
zAe-mLX}cw|MJ}ASTijxaS`ckF_IIoF_uT8dvA<h{^ZYoCx5T!{h0}P8TP#rvqVdMb
zoU2*xYL+Wecc<`z5eug4hQ-dV{5|*EyJ4}jDd!n-`@6MC6}fQxyTvV*s0G>Ijnnve
z-S4^AdgC-cPCL(%(|b#Ji(ELpx46X;wIF)$YL>g2<(7OK7f$mHW>A2h`dbWNTf<^+
z6#t(4&EBxs8)Wm`xP6|5wD70Xc8g^!Q46xq8}IaX<?p#yc;lVkrkrQU>AWSlMJ}Aq
zTijxaS`eK#Z1z$0@444^N%a!aE-Xb<^UOG1w*<Dxh0}G5TP#rvsO!4=_p#D-O*PMq
z({)Q=i(EKex46X;wRpN7RsTLtx*k!@GvjpK64)XaPS-7Nu|zGNu1D3skCU!PRP)R@
zUAF|b$c58&i(4#F3!>|WSFKh0d+ycU@T#>4=lO9OZ;5S@3#aiGw^*VUMB@#syj}Tw
z?p5Bf%G;Fl3^|>*1h>eA(|L<qEK!T7^JeAm<E8T^<vc@9=Pki4a^ZB|;ucHPg6O>Q
zWN(%Jo_m!yp6o5cd48P6TVh+}!fCw4EtaSS(Rd@vm0A0H?iJq1a%IxZv*YyL651jc
zPTwtVu|zG1z8k(aQT6Y+*LK6#CZd{W#_75xuthGMu3Ow<iCPd{=X>MZay83c&2pBB
zqMxp2x#XCuS-u}W=?@<Hd*fbbbOxoVPoT6WsyCuc=84j2L#%k!Dg9s+4o7}_5U8Ht
zjXTXp&AqVss225qIlcd>QTTKu1~RZmQBD`fz5bvT;y@4O&w8Vv(+dZ~bZ`?#(sx(0
zysFsZ>Th%Xvg2KUTTZ8&%_6huYL-K4zI|?mx%>ME!9W)TR_o32s#?DLoSEb5mb<#;
zM^d-k@ZC_^!K2FMlWj^DEyIATU9Oj^gvWn+?sc`xUF~vLyIhyUR*Oifl&3DX22LrE
zt=lszWoxMHFTAd~+U0t(^2|}n)MU;GzyJHWYnS($!AMQtOr7-9^U$txd4KSLO2&Jg
zp%?VLU_9#Y2cu5Y8}<8LZ?qSTye58cgx+`<w(zS5cd1U>RW9duMOV4}#`c}c&8G(g
zrChFZ`R(2)9Q1;2<(pBbTe&$H^qDuVayc)&dL@2AUtHz#Qt2oD!(QKamCH#4UFGsL
zMRb+RHD_Gqa={9IMRGaQ1v~VXwiwwI4gasG2KaIE|B9&QnQ{JKdI>A~#p$}mF_x$W
z@&7V%rN^s(&%MSQxzgjb^DH^Nw}iLIh0}YBTP#rvqW4Bjhgku9?seXX=`iW$*>U=A
z32l)Jr|%ZGSfUn0-&0TV=U(HD><q4Q`LKU58h+;AvqW|F3#aoI?-oqwjYw^)0QlUi
zyb-Bw5zh1Dc6m!|i(EL3x46X;wII8^Q3u5+0Y3NoZqz|B$mY3m+HQ$#kqf8o7PnZU
z7DU^P{oN`6KKJ@=?C%!gJU>q3EwL?f;WXaj7E9EEXuNSU=PH-G%H>Mb-6_0a#DeL%
zVX?F8f6x8)ZdmMW%6W#|{%&njMK0X_ZgGnxYC-mQ<1{{A{d?}U-Z+hq)6TQx^xhKQ
zA{S2YEpD+yEr{N`%H@cV)pM$5+WFcFMmWu1WX(4$_C^Wtx!>#!i@iZMYp~nrEs-s9
z;k4c27E9EE?DNJuy<Pu%?iJp6r?)BR8FD&r32u=Kr}GxKSfUn0=M9^ER0DkO_5J^6
z?|q)+IIeZE8Uhr6A;BLaNM2GD*^jzclyp(u(}VdbOEN(am%_Us1p|~24&8UD>hA36
zdg!TcR#gKta(L&B7q%A;d*=vm{2bwxS8riQc;|n>_Tu^3UfD~BcMiwf`D9g|s&lHl
zdOC*~usU@{BD%9GEBn+r-<O${nUx>eO}VrhBO_dAfVD{o*O|8vQ4Vsw&;Va6t`}Bg
zWQ6Msur>+dI`bAH$~~@^8sO{1_0npLjBuR+)+QlbXWl|YxySWV1ALvhURsTj5w0`9
z+9ZVQ%v*>kN4QQ_)iMF_#?zgws%3^_e1!1~wl)c2Jo6SJ$`QtsQF*Ta-FV8AQF(4T
zMo2i%fNPTw&NFWzqFm%W)&E{E&Qr@VLc)0lT$_Y&o_Pxq<p}3V&z=c@H=gpOXU`1B
z_z2?}Y;6+4c;+oclp~BMyIfHP@WvCK>~clz#^?y&8E9=1!guB^M3f_ZCu?m=4e-XZ
zovgJft;Wa**BM}K62f)nEku+fT*rIE+Y;q+Q7%VJ*nWy~dG4_V(uMUZ+1IDBO4HM6
z9BQ?j`g|{XQ~cMsmUyloeogCSX8Pfq1RPj*csKYpqFmk?t4ZfEh`4tisze2Gf7H4C
z`RxZ^cfM8;3SV{Fm6!GkcNQ)dMd`v>gAf$%BlRpvPsge=4f;=lBQ@xCjz)d|u-)Bi
zi>CS<z{F=clfEQE(r1x!1)qs>Ik@#7iBH@8pcjlg<FMB`IoSJVZ^xe`t4T}yVKf~F
zedWiqu}b`tap1EpOR*+gFX8gx#rj5c%U1(eXOtd~4T2ubha?#VvFZ#aeOu7da^IdW
zSEYUZqr5f8)Jq#EoabF`!>fRJ{Bn7G!{2xdai8b8j7jndow3W_bx(^z+x~69wb>t;
z(aBj?%9hWaGMBJH0Z}a%)$;b1zcVb9j=jZtz$HdkkwW$^r|JY`igoXoJr~tzBzrez
z(Ig%yShlBIk2DA)6(_l9{M(d>OU0B8z&%8`S1(|VS-l$rrKXAc*6+4=+gsp@{hfo1
z{6!A<BC6#jJkT#I!2mPYg&ohY6jsb!^NCTf5BjoLpAq7BM#-o*E<m!q(>ojtyMZy~
zwc~W`Z?|u?yZ&DP0Be-@<3S8?j?ySj{H^wOd&l2aTYJ6!tpju2d($`@KZw#8ir$CI
zcl!Im;hx$v8Qx5KPyH^O@>Q?Dv%kNCk4PV;>KM9Rsq#lb@<fgG&u?#M047{sB}O%&
zSsD?n4E}a?)$*t2j?Qt3xw5PV7S~Wkwwf<LFvk~Py>Sh0>Jn>;@h-32zjx>ESC8)2
zlzZO8o!hz4I7o{BLF<W!AnYDaqSj<+B$8WS#KCmbdZ?boA&kzL-+4&JA4IV{6K=23
zAJ4{VK#1Bn?x)0YHCLQY)xhLlEK_}F603F=ty7cllZB;fJ@C&avuJQH8bYHM^|4O)
zxHkKpNi+yG08GIj)aHc3O`adu=DGVc7@wU<6w8aDyb=+jSZ;t*e9Uc3R-AdkU+}@}
zivJk8moYZKSN+GCFcLETRsV4~P*DnWDyq#N!Ldl^8Y^ftW7UW5razkwpb5pA^&S85
zahN1wbmXg(=_F45F^pI)I6ImgEB|;h&;uUE1LWH9c<$Oa{KwNEPQzgA4?{H`kgI0V
zEP+lh%pxd%8l*6f5aHR^GHvn`IGkN-en}L|%SKuh%j*azisgl8WEaKE75I20d!=XY
zz|OrRYeC4muTuMaoz{JoR%2vj-B(eC*?tkOGmjyn9N{|IBfYBn-FU{6J<_YTW0ZvV
z47@f8;XU&fBFYiolXp3&@^|AoPu}IAc4Kse?+mmy3E?~Q79z?KzLQ-UxbAo38Bca)
z;Fe>Ag!2rzHVNT8^A;k?5zf~w+G#xH$s5{i`5(qd7|&p9lMu!;Zy}-_VLZ`40pj2?
ziN^Dt=${a?F*d?>23ebgu$_4e5#<QmN&C)(zZ=hY(!MjpF+Re023wniFrIk}5#<Qu
z$;_N6mWyJ!fx67XXO3`;>tw`^>wY)Bc_$-w+;WVNwC}8uvPnq$&b)<)a-@AHv+-5c
z@5Zy9%*I!3$0!N!8F+0H!h7Z|M3f`E7sYaTA*+a~iL|V>%^V@jcbWNQ#GXihH@>ka
zBlg5>WU#dJ46-%}VLS5{BFd3=o;=fY-S5T|o;=fY%P~U2c?MjYgm9jD3lZfA=gF9T
zsr}t}zUNkVU<a;FX*EVhxXu7;lMt>mZy}-_<a(j~y;fW=tj5R)*BM}K62f)nEku-i
zTrai1*NN+;)fgG!Is>dtLb%Sng@|&G>!tShI&r<U8Y3fIXMnXy2-lgn5K)eBovf;5
z!rzUjJ6ToB49EBg;~8vi62f@qEku+fj3=Y=T=%>2lqaL|+;WVNaGn9zCLx?>-a<sV
z$a$*!y<VKBmScp3^9;B)3E@2R79z?K&Xb-!6aH>I<w?(;8IJK0#xvO3B!uzITZkw}
z7*BS&qRQWmCp_8ZirS6Q5xz6f+9ZVU%v*>kNBB<G+LYSgjb}SqYg1Z{krA#lz}h5)
z>&#n-C`Y)C_lCD6ishnMj+n6h6vgt~W1?7ote$~Pw<wm2V!0w(;-Iy+eTXXK?LiM@
zD6_xktR$TmDk|@y@~+kFFAis-SPo44hk2>y=cZVWJ1^#h_Pq7dD<52>XGE=B)XG5{
z^}DN;lQ*aJrlF-)dF6!RAR7!2rE=5|^%ivbbE)i?OO0I5J6nF(yFQIoCO{lUAUx=S
zRQFXb*L|iyaW*jFf#UX69W#8c_q<x+V(*Qra<P`(eHShzn@OyuZY)aWqEx;_{2Ci_
zZxt2nB6E!#c5!~GE_RV?`4_C$M5(-xm0u-BHKAD=5v-B?G*g52<M3#df*5-@lS&UG
z&`|G#9IRGy_2I=?pY3gXu8WG$<4-Tv8!xied=a(s)6HDnx*~(#t~w0-jIQ=>n3Jy%
zVQh2gLvpATd(H&CZ=Zyyxw}}-JIi%Hj8qVZf6i3eO`%Iv!t<Xq`F>IV<N29({vm4R
zOC-%jtz6W~&oi}ZIQYUpM6KNOM6JARoJ6g>j)J0AUU)`!P|RF`k4UmldghLzgL^6I
zJ%yR9BF)dvjjhyYWltsb*)FH*B&|PvV-`)~fr57zeHhS71Lz{hNqu%iIa%{n>VB`&
zny=DojKq05Cc<^$dR)&IH@HsrN3SY=H=glifAp&D!h5XD&;2QFJaZi)%8|96<UJ0m
z`rUZWllM5N-54Ed=NV{i62f=pEku+fd?!0HaLw<=GoI|oz%9oJ3FjGbZ4$zH<}E~&
zBb+C1XT#%vKS<5ZHlFh2?QCW^#zz>>U~7{Q#xrjrq8wrT;)QyR=R46p(F+evgfKS3
zb_Q9Sgs`1?3lZfA+e!P*7DhFm@1%WahGTq$@eH;$31K|*79z?K#*>*jQ7ad<aszdl
zh0h$}7}v>&9oPJBeDh95?6~C^A!*-PBW072_MLeP5#>nxPG;k)ir<ZAJ(-QK+Ky2Y
z-ZSvpB!u_OTZkw}crR+@uxPS~sfo0#zsnpU%y*gjWW=7xemB0cCnNU6Y-F&s^9-^!
z31K_)79z@#cAh-bbItF@6P`TNbIUP8!g&T<n}l$lc?%Kc2<OR|eX0B1c)sUWi&}Y_
zOr~k_YyT?-(eo#S>&$l!bG^|0UMsE_R%2wOU1xx`NeI`Ow-8b8wd<ws_d0RCv>GEL
zTxWo_NeI`Ow-8b8alO?2UMH@XR%2v@>kP0q3E?{P79z?Ku9H=@O!T|)bSJB7nc)~8
zVLXGaO+pyYyoHEzgz;olo@;(Lp7LZ=o?DI)63#Q=+9ZVY%v*>k7dcNgzt@ZN)N+iF
zaGn9zCLx?>-a<q<!g<oOXQJPYr#$J|Gs7`H!gvN-n}jf)c?%Kc2;<2vS5)=8@q{P4
zTv59*I>L7bTAPIMop}op<p|%&TANb$yYXx%Yi&xaF*3q+23VVfaGiMz5#<Qi@!s&Z
zM6F!Z$`KQ`pQ2Wtdu)MpVf_Z!T%NE#-;3TT`?XXhsXvT^TzULTX4y5ZkO}|a@HPoJ
zu<r0~@M}b^T-3@%t^8=z_Yd1$kmECy5gm0mbks$y902`~7p2L~wlu@WX1(;vhZpM`
zQ7jk5^5>#hPG)p+)|Hy&bEgaw*`R=^mWyh6d&}P$7D~sWS}v;PqFV0n_J+a!V6SH?
z&38u0s5kbz?cGe6dwZvMI2d*VbN034bnI`pZ?(JrUjG1Vl=tI747zhs8pR1ndT+OP
z{B5<h*X!RpFxR~|jnnjW8b@giMeoDqJN^COa8K=-3~z#*p5KL2zUuXN_V;)2LFB_!
z9fLM_s{GNCU|qCo`7hEHRm&&1^S=ER#uKHcAX5g^hhKvKigAo0d*zGhm5W|EKD$=r
z)luR6bgBjhHA{5U|DfV<cxv)3mSg|?(f#&klUX#l7Y#vsGU{WE@NxcA55uETS{k9V
z-<d>%FbyY>DfolhoRHh(St3RLG#H<qN%YD^ulzids|Hyw{6qB0MXww{S2XpaS6)X!
z(JL=JBYP-ju3&>cdP4AJ?{$3wCIqo(oV%=G*Oh@%(?oq+KdpK7C=L^qrYfIc%zh%9
zV7#6emHk_kcNHE~MnP|^>I+<FLbIom`dbve^0ERatG-09Ty|K3>Y}JDoLGi&F<d7*
zq*pb+8^6wz?2uly9YcSf2NG%Hv!+(sc+&46mC1`<eswXtCvS34-S5V8p1jFH?H0Z>
zu%0I&d}m%mL^-m$o9xNJRlgh0c(Nx0w;UrRZ9D_6O+q-&yoHEzg!5#{4wL<EJmtyz
z+01Z^k1(FW)+Qm0XWl|YIl_3NenN!58_##5enQN~*a+JhWNi|{cIGWalp|~>?K@i|
z-*~>0_MI7y@e#%|*xDq7@yuI@C`TAi_G1vea?vX{P#3-O%n^=pos8IV)$hhP?_|V|
zTaFQu_MJ6SHVJ9pnYR#8j<oM&HomI)-FViM+4!pM7$xC71Fua&c+b3rh;oGYqE`+J
zEQ*+#NXt5$%n`zTmzhsS?1}Jq;~RT2Vo%IQ21`57AZwElwli-bq8w@G$um7y{cb$r
z$um8-93v#0XTY^d2<Mr%5K)eBo{ZUxUb&3f8>q{eedY*<xn3xLH@<BrZ_XVTR%2wO
zU1yDxO+wmr<}E~&d+mCu{Jl<GFRjMN2-g{4Z4$zD<}E~&dt5J-zt@TDrPUZ2;W`7X
zO+vWNyoHEzgzIEgEtCCjJl)BvT4p%LM;OmwYm*ShGjAcH9AP{emFKG8ji)>rmFJdY
zgoN`9xHbvlJo6SJ%0<po)$jG<JhdDnB%Ei!wMhu)nYR#8j&Ppz?3wI$<0(&i_RMgM
zk1(FW)+Qm0XWl|YIl_3d%N5oAZam@1E?3lUjE?Y~fz~D=d}rQ5L^;BDveu?l{%$<m
z$^3h1HAY6b&H!tZ5Uw+CA)*}NI^G-Jmgtp>UO8gI_EYrAbB{T(QMTxn*Ta9KU4Je=
zbCXEbKAyx+IuBK%g1A5G-2VLbgReV8NvhMXytIc^arqmfaE&Tqok5tSex#ly>FHQ?
zra}KnaHIykj;Mmy15A9DQ|U_!Qm)`L(JKeH{*m~!-4A-fxHArWos)yTZ}xWlNwS)x
zv>!$woY_}?JR7UTKN$ypxib^igX<+$-oHS{h*J4#u<DG`<FSFygZX%X^iixjgGt{O
zuC&~@=gU=TU;ij?$1(NN21@36m)r0XARfP59^ddc-a^plc`jp;e1fXeW$$_>v`UVy
z^mPNS&Hl(p5Ady&Dd)#cW;PHY8s(@T>MiK*>)>AkIWK~NvxSGf>(dyNyFhw4j8YYQ
z5ZbHoA1UKZY2s{9!t-8*3*ir;<$1M|#oilL&0;M-_AXpXHj-FP*H|>lMWcL)?6s*x
zJZ}~K>mu{(sX9qP#k&hK+^VZ~iWBC`2T@hedwa{@-yQ7tyFC>2u3l43W4-pnUXUn%
zr@g(E$%!8X2U{lV4I{f(NR99B6tRByC{EH8q{KlH94-`%@?{ah8mXPGs8N1OC+^O7
zRS|Cdai$8WYe~^6pBx8i*l(qi$+(q{g0$5SqE=6}W{DcW(H1O_0)6exeAJ@#MI1~=
zt%vGa9HuIn8w&wHqpQ6e#`~|30S|NNLvpCp-M%x4Rr~fyn3!CP#k{jz_rnN=RKh=l
z>4il15{>Zu=S;D`sQ>Z&OgsO$7p3NkpPqe%XqC@vsNWl?C=G|9?$2a@KUwHUEw}z4
zh=XGVJs*sHeb$F+9Q4%q%V26sT?{5&>Z4IG#je^%wZHx7G)jXLQ&@dArZc}d+waqG
z+`b#f6TIQYkj%0@$ohNcSBnobu27`E|1U`AOG%tP*?>iO=sXjv-`5S{gVz=RG4v|p
zz}Rusf1F7oA=6*=ABP!g(@-H4e+0)OoofsL^<&ka!~=ge9RyGTnquDZA0LNF5=KY9
zI+;%5)E~oG<$|-L$+7Z}Cj&jyF@J4%Ja_FI{^My7r(rPmfk@*4xoQ^aD%yvK2IWr!
zko}D#Jo}peIGXq;a5%fv{L)9+(OIN#;V1&B;DP@vh$C(Fa2y=r#U}T;KhV{(K||(3
zWXtoLG`<);LyWg*m7^y-**`IJ1wJGRp)ZKg?5Tu}`sg1lDv*oeJsIySRlnD1#aC%H
zdg?qK6XCjWJ+9}T8=A#rcl4^>cjFmPc1N$;F1*jU`(6H#HlBG85%v5!?cZw~Pu}97
zn%|A*Jb8<Q+KthXcAkOOCLw%h-a<q<!gsPC16TZRJmblJ4BT>zkZ_&>*CrvHXWl|Y
zIl_7JZZ?zrZan45yV=ZejE^v$!PX`rjA!0LL^;BEqI^O`zZ=hYqI^Qk#@Gnk8Dwn|
z!gl5@M3f_JC+$0v{BAtoN&C(W$M^{28EkD5!g%H_M3f_pCo^;98!?Tidv0|H-s6GS
zD{x&6Mn<^K0Be&Ft}|~Tq8#Bm8L{Jv-;L)x8L{J*V}ykB47fH4;XLyeBFYiYliB#H
z-go0!PiEt*wqulp_YAx?3E@5S79z?K-iuZ_ENU!bY9cM`?=nXS^Ic{>8L=m#-;HnV
z$%s8M8yPI^JcF!FLfFo{g@|&bohQ%qT=Bc{geTAR+;WVNaGn9zCLx?>-a<q<!g(@g
zFIwfIRc@dzZ_Z_oaG2|b>UZPYb}~OFTII>F{jXSabpC|2>&$oVa=ldjUMH@XR%2wO
z56=K=lMt>mZy}=G>%*6--|NKn(rS#1aGe3xCLvsB-a<q<!gaE$mPvj$p6+B-Ei)YB
zBaCOTwMhu$nYR#8jxe5#%5%l<##5e*%5%#xLc)0lT$_Y&o_Pxq<s#>);`e%So?4C(
z63#Q=+9ZVY%v*>kM>tP<_Du4-@suY$duBMsM;OmwYm*ShGjAcH9AP}!<%&uNG@kHe
zmn&*FMo0M0Kx>l_zB6wjq8#BnS!+|Oem9=&Wd6Oh8Y3fIXMnXy2-lgn5K)eB9q$cq
zOSH;Gs~j<5`zc!GxyKfW7uIip%>@eU^S$VevR?xgmee0=`JiVYwtXeD>>3Ce>i=(e
zn*<zKcX&7WHU4N8g=v1}Ww_>2b|ok{7JtQ+?^mw;b{6)Z^hc`yWV^in2ldxq%ohHI
zos}=5Ro*oo5fyb&QP*nm?LiMJi0tn<D}v{RHW6o{RSvQFW?riKIcb$MnaUgmp0{3l
z<wqCn9MLQn&2rrx`_7u>WbKC8YpB#MpFd~F$OZ;PyBq~EMY|mFkrF{-{mhVQ0vBEW
z)kLeaj=g^7c!|rl*NIr)m_;BXsbJ}z51Zho0qEIk?Ncos|F-_Xzm-I;5#e6Fj5U_$
zEz`3uGMyo8UF3Ubl#F`gLK=H}r*}9Qc7x))`SRLvItC%{TOj1U*FPu#h}qt+>Ui(?
z+iGjC*S|F<<Ne+=PC@W8j?x%@bsq}c>F)=Jduk60!_Ruzd(5$-v^{1Q?ea3RivxOg
z9M242ZPZo^)+#ZoVdPSxAs@GBRiSm?GuihrnvR1$NW*GXS06UM^s8H9o%cG#UQr=1
z6``W8Dzepl`GGmU`09;oaC?`EpU`>ney`lWcjxX`kM7o#d)~vH+p|>5j)TB>rm7tF
zGac{NWM~AFD>CEecODW6=T?}sK&L#&3ljbEb|#CSJ4p1)4Pbsu08`4$Yi01eCsWku
zu2&it{c_PS$C~iGRo(Nt4n?&^zg+aoHKr~>m%4rurr9$)7dr_e`sGEPBYP@luE57*
z*@Y!@N71Cc=&9O^;XPReRw{w7(<-piYK)Am0xPO8+b_a(<}pN+Bdfs3j_Fkm@WwNq
z?3iA)9it??XW+F-2=AG<5K)fsp1j#Xb-)|XdGcllwHu=&d}pAwNeJJWw-8Z|@SV)%
za~1H$GoI|xz%9oJ3FjGbZ4$zH<}E~&Bb+DiYcm<}##5fWugwg{_z2?}Y;6+4c;+oc
zlp~BMYA8eqyzzV|YAD2PjE%6JLDnWAY-ip=L^;BC(!Mhp@W%6<wC~JtjE^v$!PX`r
zjA!0LL^;BEGBZ~yfj6G+WPgUzYK)9<odMP+AzWwPLPR;jbuwbdRlpn1cQRtfEyoB6
z=NWKq62f`rEku+foF}vK)fXNb&w4T&U$q^hB)n(fwMhu?nYR#8j__Xe%i#^FBBmzN
zveq_pgfQP_=93Y7A_U&}#-5DW6SI-Q(#|u;+9ZVS%v*>kN7{MvOwU!o8&7!hOwTRH
z2npvIaBUL8dFCxdlp~xcWA>t7F8bvL>hk7X<_L$mF8bx(k@uSSriU-uvr7I2Bw%~A
z?C+YNj$#!I)W96L>c?p^nWnHiRQC6V|13;Lcu@4q%iU@g?Pym2j(k%$G`{e+WJ@LR
z#`ojNTzqLY*22<<H#LI&hxFl@&k#}W_2Ek;@O9#PX*EVhxXu7;lMt>mZy}-_;W}AW
z%VfYCPj|AamKl!m5ymsv+9ZVW%v*>kM;K2=<+%!Y<0(%@<+<e;A>lj&u1!KX&%A|*
za*^{?1$@0YPc6p?3FjGbZ4$zH<}E~&Bb+BadnN<kc*>KWJu@8RBaCOTwMhu$nYR#8
zjxe6=az%B(8&7z$%N4a7qa%E0ptVT|-<h`%QI7DPthFhXz#GqYGACDBjgb+qGr-y;
zgzL;(h$u(6j`xPQCHm!}Uyhit{S^K3++)pFxnN>j^~;b%zq}s)qF*lh<)7bv@O6ji
zcy$J0lKPQ)mZYa+)tLr;t?NDLb&f`T|FGQ!Q9c8xCTel#rio=XYV@LC4yXw(PNI7@
zrK2`j8?Tpwd3fRO5e;+EFn=x@=8JYsDOJoDoi&tX0|cUDUdTu<cnr|*1YGi7Ca(r~
zXNwbi{EYw)guJhEG4C_wi?hKB&wCXvgg<=N_q<wJWABYr9fNvss{B!qJW=DZmg0RE
zE+rdGtfqbJu?G(Q>!M>WI_ASIY|!y@6^(4n>(z*57w4C%W*51Zf5CdKUc7#pX8jo<
zUanC8m#SmlO;rS4a6b-@M(GkA^CK0hI2eb2#>)2G7Zwn}N^x;*Rb;FAB1-0`oB6|V
zMIyajbr|>=UG3d4Cto4Y(dN*H<WMP*or#IxJ_+%i!%ymS-47!b#NnSa1$R^EV%cb-
zP;T=5qQ2Ptj3}8KPl=Lws^TaZx3zftA5<I;PmO0jT8N?Fr{TDLH;yN$^1c|7S+)nU
zN>eP(l&Z;7(5E=|{eD4vE+ui_Sb~SnGwu3)-3-29ElTF1WUetNO6GM;6eaV*GqSs4
z<_dgNlKogRcVP49$Qlu{9<0;^U#In8rPUaj^K?vv>%#T8e!;}0r1!M`?A&;2eO5LC
zQJ?K%_G2OA{8csZ#xtJmonEzFcwcl`&ih5$c;-1olp}3CdB=k)f;XP?<Q)%cH%3R=
zc?MdWgz%kt3lZfA-^p$bTo1hQj3>J_aLX}5!g&T<n}l$lc?%Kc2<OS0+e{F=@suZT
zZZpF%KEikgTbqP1o_Pxq<p|@6E((zZZ#>_LE($RlV<T*5khMt&+nKizQI4>kwC_w1
zyzzV|?K?9Z<0Fh`u(e4D<C(V*QI0U4%*>UV;Eks{*{Pwl8Y3fIXMnXy2-lgn5K)eB
zos8IVJ@Cf!os8IV%P~U2c?MjYgm9jD3lZfA=gDk*RSmrHtS7VaRogL2!g~f@n}qP5
zc?%Kc2=7J79A0!NVrn8S>+dp02=iTLJ{hqmlHiSR?8%5dF&h~y?L335O+whtyoHEz
zq@5?v^jr_T@q{PO^xSfckZ_&>*CrvHXWl|YIl_4|W-m(SqGWEME^p3dj&PXkqGT>g
z<~iAg>yC51)C6yQKc39RmsVpfEPZ&>I@^CpAD;OP5#?SVzSIO?C$5)PV`PNu46rr{
z;X3mcBFYi2lU21$5WMkpC#!0i;TRubJcF%GLKx4yg@|&5@nlq<>w!0(@?=z=TaFPD
z&NJZJB!u(KTZkwZIZyS#*NgMia*U90o&nb;A)II4LPR;jdD63Ig5Zs(Jn7jp!!bU>
zcm`XWgfO0Y3lZfA<H;^pR9mX?geSXPQM)lZ!gmH*n}qP4c?%Kc2;a$Cn^F_J@oXn^
za;4Q68R0qutW83=&b)<)a)j%6Z+KgxWG+hPhzZ+IQ8Ldxwm`zLenV<5Q&^wxMQ@ZX
zO6K+O7bSC1<rXFLZMA)fitX(|52~*0?@J=y{CE;S={!^kXv+0Ro!f5tOq9$a-aQiS
zc0cF^<IXtjbxscUzS-OHC&_9u(|#C%Y;Irq@ocOT|70Bab7GYSUfz01ng8>P_m60q
zuLiQtC_Nq<6g`*^OEL;#)fr6sw&11ZzCB;AN;7>we89>Lz|>0{D4^$EZo?~qc>HpC
ze8b;(3$dT)xr|BjdCBuGd)G6OXmWI=uN!b}_P22Vgi_3W;c0Uz8zc}la}?P17CZ`Q
zF-lQ07d7)Uq^=FIJa4(?b&+kc_;qpm{df=${C<>1aRL(2+wC2HTW#(2`nL{>Jm$-L
z(-;&~r*V|Vez(2f?)p3Z{ors<?NxKW3F1wD7xMV3*WcOS-@(U%BIAl;_n2SQ%!l2;
zIAd`@&yM4n;j4|>YQb71Mm0k7OZDZk>HFJsH8pdxW5ziyLBtihz)U|(*U?!GRb;FA
zA`0fBV4h6khvCsEtq888=K1MV4Gek~%T{Mf>P!WDu|T^P%l>RKiw5_ip^8=1$6m(A
z3q`Ya_B)ek5T@ZIG6sB5n-g-IJWIsMp9a`}UXtl#iYnbdsr|Kk0~Mv=FjQw}eGtUK
zu>!qtRIjfu^`ROEJvII^n3`Mpu-1S_qhN~eTdX;*-S_A;N`n(qSba7YyT#c=!Q6PU
z_?X+MtT^+6zu*IyD42_axrUx7nAZ_d6wC|H$gYZ+E7-8l6_^2d*?V1|fDt9^8Rss;
z&b@bKpwu)`-_}obUOkG#M5U?H<!yM`Pe6GaFuGO#73EzW1u$^e8>{*P*O}1lsigiE
zFGkgvtOF~xz}IOVSZOulMb?3p9J2f-TxSkLL^-k!jO>|SRRM22<H?@sRogL2!g~f@
zn}qP5c?%Kc2=B?e9aIUt@th~`c2K)9I>L7bTAPIMop}op<p|%&E)84<yzz`DyEJgi
zF+#$523(tjaGrS!5#<Qy$s5~D2)yx>CvR*s!!bU>cm`XWgfO0Y3lZfA<B1*$kpgc#
z--#XyF&kqeY-f<QNeJ7Sw-8Z|u${E;ObER3d?)QYGaTb1jAyX5NeJVaw-8Z|FrLiJ
zm0IA9r#so9p|lz!BV1>IwMhuqnYR#8j&Plf*l`{3#`B$w*m27-Lc)0lT$_Y&o_Pxq
z<p}4=Y<yJ(yz#6jv+-5iF-pRF240(l@Sb@K5#<Q)m%U=!c;e^Aci`py&fLrU7$;#q
zgRf0On9sb0h;oGaWW=7l*w}c^lM#DjHpWKS&LC@(5VkXKA)*{%J9(z(I^c~bJb9+)
zmScp3^9;B)3E@2R79z?K&XX~FQ7{(;a|3lzHO?I2FxN%FTolZ6vJ2N8=X$9H-uQkz
znTs#2##&hV@TPUP|ByaB^BE$_y*_-Y1-?#PFRjMN2-g{4Z4$zD<}E~&BU~q|YMBst
z<LORT)iT2|KEikgTbqP1o_Pxq<p|@+s65vJZ#?D6s64kEBP5(>z_m#T=b5(<Q7&?x
z>VU5o=c(lwA>lj&u1!KX&%A|*a)k4wXU~Md8&7%CvuB25e1!1~wl)c2Jo6SJ$`Qts
zU9PASc;g9AcDbT<V|0Y?474^0;XCsdBFYiIleIRb7I@>?PUhrFt1&Xdbp}|Qgm9gC
z3lZfA*YV!)wnV{P6wDD5wx6P4o_lP8Y+?Q8^P*s`o%VjJlGGn+v7%?7dhCBY3;R#{
zBh`PhoeLRU1_^^7WI_fn6If!c<z37c{^Xa~S5YuWslrPj^p^i^&uh0P=>#-kk4Am}
zu-)APCB(mU&FkD#;xp8I>kL9*eWacx>FHRZ8v39|Fk{fwM4yR*IRxh)=4t<Y6wJvB
zkp=^6rd>X`NY99Bxu}+Fov81uT3&f`y3{MLoG=_@g8`ycjv|<%RF3#aiTrS(16*{|
zy;bCo^Ul1ML3>H}F3XE+bdkLqvuF|zK-3i^x+kDH8b+DksTPWVn_j<EKp7huM7a0E
zUXUn%r@g(^hX45o!NC^h!Ot5;jtzvqce70UI|qF{iJziWKAdyhN-#hN)`cC<uM}3y
zT=R)huMhgNSf3H%<r?&VsY>N-T2=V)c$hILjHctDul#s6R*4V0;rRST`SV>>L>(&=
zrVLorQ$@C#FR046`09;oQ2HfOUzK&wmHYSZ-2Lj&-I{XGd$@CZmQId?R1I30igMTw
zv|M#-GBjG*tuNwWI%+*s&*Bh9Sj_J{B*M<EFlhx*E6589`>k{`8Mo3=khc18yr){T
z1d2~5Em$NK4n?mVpIt?-Tx)#a6}|Fk9ucBfUaiqYuN*w`j{o>LOp-7<@<)?n<sVN5
zx|K7&B4@+n=_F45F^rDk**E;h(;!a6VC)Y=H6Gw`xM~*ZD%wv^r^=rOApILhc=k2_
zaWwHy;Ba=S`K6DtqoP-?-LcN{#uq#3A$sM8E}kcP<(Vt+AxU;($lQU?5{|3{A*;Sh
z<?nS`^;KGpk&#tjMHOcIMYzs9hKO>6>tu)Ys^)j&8BcaduiB1L65ccL+9ZVc%v*>k
zM|e-(<e<9WjpsahlY`og(Gk8g(Ap$~@620>C`b5C_GI9y-;HNH*^_}=ju8^hGvL}J
zg!9Z>h$u%mPu|aFvfquTJb6Ex8IJK0#xvO3B!uzITZkw}7*Ce!5#jH~^PQ-l5VJ8h
z!gdB(n}o2Pc?%Kc2-`{f&SbwE&v(+kGs7`H!gvN-n}jf)c?%Kc2;<4jT&eusc)FAQ
z7)q-#GQxERSet}!op}op<p|fwh#gn`Zam+~h#j{aBP5(>z_m#T=b5(<QI2q)%*IzW
zzZ=hbG8<pD9it??XW+F-2=AG<5K)fsUi8Z04XGlgCepIjHgkk9-(}{L5qq-FMdKTL
zGGb56Mg~he&me1)5VkXKA)*{<=gBiYf0?=QgeTAR+;WVNaGn9zCLx?>-a<q<!g(@g
zFM8#oS8kv#Z_Z_oaG2|&S1x+xIoXBlj&r?K{%(9fp3KFUR%0zJeR$J4+kZ$Op7{(B
z<z64YRQ_Hku9sG0WQ6Msur>+dI`bAH$`P)URkcj^yYX}<t7@6y7$0FggRM<M7|*<g
zh;oGSWK^E3em9=-WK^D8ju8^hGvL}Jg!9Z>h$t61PgTFyi}TcSjF51i0oNuWoM+xb
zL^;BF(z9o>-;Jj{>De>GF+Re023wniFrIk}5#<Qu$u3t^_q*|gC%arxyD>V#cLrLU
zgz%kt3lZfA-^p5=Qu({_Y$tParPUZ2;W`7XO+vWNyoHEzgzI>3cw3@ZE_&sN3ENN6
zE6+V9dgVrSd^C%~wA35FRIfKKdgUeAuqrN(G*PWNw@xfWwW{^j-j--S__{-6{8ovk
z=#>L%zPTt>ZvK80)`eTPKW8p{d*OBF<h_L_)rsnNP7e0I+1v3a$!hZ0Xr}o*T3E1c
zp?<A~r>K^%7M9K^Jsz8wJeZG3G74hV8BDChP0L+?FqLNF#k@Vo)Jq$$AX+ZB0ql7E
za(R5i-*}7Xxr|Bj`8-t1$=VIWyHdD({+#)7HZUOC<)U2<s@^-pQk=R*)wh7|N}|=7
zCZA}R_YMccZcw<+d|51YUF3Q{9>gHw9;H#7fFSgCd&l2aTYJ6!t%D+u`SRX0PC@W8
zj?x&!*Z139f2Y469PX*TYR)&4-c!E|d3@FD@9gjIbgMZ&Ow}=nPN&Kr1<4aN9{bzv
z?d?pBn!*DwTL}i3S+vU+#_`PX)kbZ#V676Pn$Rp&lgCEy7b|L)m#_ZXUx5%R1jQHE
zPerzxFQQp4n&tS+FPi0|S?+lsk#U0(5u#aMtw86tCaY$6QE7bey5c`pCuxk`s;mCv
zOd2UQcD(984hJeq!!#^J#eW3HBAsijpnnsq{sekhv*`eOJE##(bjQ`nobEU|E1Kmb
z;Mf!Jt_+l#ChFUlU@tpzo}{iG#bKgAmpz|Z$R0zpnT6{le{t<q=!A}f-dNQaD4ONO
zaqO#TmKW}jeH1fSut6V9z?Z$(^$8##_Kb6v6$BJQd)^z>N8<X*h&`3mXUoP#>QCR8
zMbI)Sc!SXgEub_ABNZq0+4GQj9$EQSs(-K3%CFLD#GkDE!r)qe3fGy-5K)e-{35%g
zS9QM|&v>#+dewG}lJK5^*CrvnXWl|YIl_DLHV4)IZanA7+Z@zxjE?Y~fz~D=d}rQ5
zL^;BDGJnsNzZ=hZvM&R-93v#0XTY^d2<Mr%5K)eBp1h;Yq`w<adGd}nGaTb1jAyX5
zNeJVaw-8Z|FrFx&5b^KE^PMQ55VJ8h!gdB(n}o2Pc?%Kc2-`{f&ZNH^&v(+kGs7`H
z!gvN-n}jf)c?%Kc2;<4jT&e!uc)F848A_`$GQxERSet}!op}op<p|fwh#gn{Zam+~
zh#j{aBP5(>z_m#T=b5(<QI2q)%*I!BzZ=hbG8<pD9it??XW+F-2=AG<5K)fsUNp-^
zvz+0ZB!v0I8RP|kOYjP6{aV&_S!+v1?1}hy;~RT2Vo%J*T3On823ebgu$_4e5#>lb
zPoC-d&NhuFJb9+)mScp3^9;B)3E@2R79z?K&XY0wa^r%=^PP;@msVqBgzF5jHVNT6
z^A;k?L9UBtxoDQ>SQpLm%n$Bzy;T2Rr*^%x8Y3g^I%}M464I_SZy}=GYu8Kl?{(sO
zX*EVhxXu7;lMt>mZy}-_;W}AW%cQ>>Pj|AamKl!m5ymsv+9ZVW%v*>kM;K2=<+<{A
z<0(%@<+<e;A>lj&u1!KX&%A|*a*^{?`Fp)MPc6p?3FjGbZ4$zH<}E~&Bb+BadnWze
zc*>KWJu@8RBaCOTwMhu$nYR#8jxe6=az(Yj8&7z$%N4a7qa%E0ptVT|-<h`%QI7DP
zthFiCzZ=hXveu@w8Y3fIXMnXy2-lgn5K)eB9q$cqOEk+xvm7yD`ze~`xyMAaTr|sx
zGV0?={G{_xB`S#fqt5NmZ&&1z+a6c*!K%2VpD2T)O4uq|(z)NnXX3Lb!I5eYdhmW@
z_V=X)DF<Pa`jL8;q^D!mnFf7b)}Yrp8uk6dc6Y1Y1xclhsinHF`5E}YU%Uj_&C&PB
zkGJ9QY})CCkuJ|<xT1@mJ~=YU&U}8z(8+%rFV*?c9CO{dKi;H2*bjQa*c7!ujTtOA
zC;vEiRc9Rbo`WoR`Mw0+(R%5X_b<>fqE#+h<ys}`vUeS-n)&_$GN$fx1Fp^f$Vd<H
zt*puTag&)11c*ktXq1aaIcO__#P@Ed$GyLEfK9m}jOV?36enp4df_1Qy#?;t?G1zd
z!CtS(V7|OFN=ChLQPlR1Xq4xksS(01{I^sQyU4Zt3)X8t>;;MPciP(!DTviUaIj@A
zykT@SivW>WpAq8akzFi0f40{AUyMe1@%rD&8s)_mMbNQ*WNLtV3l!aS;>jX+^$RL7
zF1~u>8WeDem4YQ+xqt7@-LD?qtrqwl)1BM1baD(Dxr5dpR2&Y&evpQfs5Ke3a_!{S
z7jZBhwH~TxaabzpJ|x1*tuSc?Q7gy`3j3{eG8wnhQINL!aJ;8lvjmDyCoNbQ6%IwC
z9G|31Md~|~ShaJPw!c1|s)32BiNVA0Xp~lRXVE$}`92}xDD!Cr@Xsc*XmBqYg5G4*
z$3Di#wb}1Xq5+61Pw;u{gW8->xcTuP*XFtVw0P=UlIdg`o05J~ThhHu?Rglgv$H-3
z;@}u0pkq{ht}peW8V5Z!{xX;v13s)Z;L#|UqWc!BifeB_It4+`6H{1yHWs_Z*+iq<
zc(M54qngFx7ym^x%02HR|8X?&XOWg!KZ-!}d*D9{;wX%c{NXq_Lh60j;GnDJW$nz9
z*cW(ylf@UKRg7U5jdJvaCmQ9MEAZh+2z^0>X3rJ%J274i@5wk{srJ22E4@mqv8t7o
zUPTpV`$f3UJcfvRevS9{%5}0UdR6DU@r)<CqE~IlC<*Twcx@8Gd*&@flq0++Z*Neo
z@5XbUyuCr~#^?y&8E9=1!guB^M3f_ZC;KpPrSHZwp6tWGEyoB6=NWKq62f`rEku+f
zoG0&OGpX;!Q=Yt&%?!u*2;&)SZ4$zG<}E~&BaA1CCq(SK@q8zWC&X-wjj)|T)+Qlr
zXWl|YIl^|*zB8%s#`B%D@62$Fk1(FW)+Qm0XWl|YIl_1{Ggqp8H=gdf)t!@Z&?&9P
z$OzXNU~Lk@b>=NZlp|axBX(TryYYM{BX-<!jF51i0oNuWoM+xbL^;BFG8<pj`EESx
z$!vVpc8rqno`KgUA-reaLPR;jd(kKtjdF%>k`U$-XNX2QbH)o#V7*I5>_wwIO@8fv
z^_)T>Y-f%{ygAa&lV^Ia^xgR0J$a_*mScpZZ_j{hlMv1`Zy}-_;XE0$FL$qMJm1Nf
zeQ7mDM!3!ZYm*SJGjAcH9OQbj<;Yrby|5Z1BV1>IwMhuqnYR#8?s2_T`(7ummsVqB
zgzF5jHVNT6^A;k?J+7B(-|NKn(rS#1aGe3xCLvsB-a<q<!gaE$mPvg#p6+B-Ei)YB
zBaCOTwMhu$nYR#8jxe5#%5$af##5e*%5%#xLc)0lT$_Y&o_Pxq<s#={L)!#*1zj)B
zQ_C?z!g&T<n}l$lc?%Kc2<J)9o=JT-p7Nw;&kV=-2;&)SZ4$zG<}E~&BaA1zTv4s>
z#uJ|Gaz*XN=m_5#Xl)Y0cjhfblp}m6Yi&xk@5Zy8thFhv#>fcQ8DMP^!gb~?M3f_3
z$9u!u5{+`vC`U}#eu_qU?lI9Q7maeFP%9ecMn>7+R@;ZD_k3~M(K!i4qa2mhMAzLk
zWTH{NtVM5{MtQM@8jTi>avwH-@{ea@(I^*<^5?EmJ{vFAC@*-(1_DH*9H+Xy1>Jr9
zg8e1$W%8cAcee1bcYPYGG(DZhVFZeu9%$%Zh5v{E?wQiW*`S2yy$Tn?A3oE2-kVA9
zsSi5Y`@ZV+clP&px>%{ck*eeA7$k4~QII@Q<FS_9eHShz3X>mJ^Z48C?d?p+d1p98
zA!m;%@aSL9G=NJZK1fvreG)&`0<K!OJ1ZfK;O7f5Rxi`y(l)%rZ@o^e`o=7p!~+m?
z9r&>6Z5o78rgf^_|2Fl&N@CWCaIapj8vW)i)2%KtogrXd<Xf&}U1VD<X<eLN0b-c<
zY$RdMdgx$|72$!|SAqd%t_wS!Un#7Zx#kn2ULW*ju|6Zj%Okrupl8SN%<$DlZM9&n
z5~G^XER6_O2CFKLmoL}YUr|IGe{^yERAj69A{ynQQI1d2rJA^ClxK9QR}&YF^2KuX
znUwj1te;n{aG=jsJ@h@N(Vk05+&8A+q4P|reqVQk!r52+$Lb`F17pWk|8XXTl$!Lb
z{^M|<qBKlHg__+zf@6`+HCE6?)&k%0z@JSA&|$_b@A!|8!z9sa-|A#KiBo?ZCh3B+
zqsg)Ik0*oKc+s`t@!Yj<_>ZSSoQA>JABJi?AZ5;?nU)!chXv(NgA^VYB0T$Arbd1O
zhqFt~&51^N$*xPs>6krNX&)i57d_6^XXcM=_4zKr16cjpxrea&tQVtIY(V0PMmc&y
zG|F>N;KPw<lxO}ZYKiAYX!ca{qIpkNdX;M5>$K9Vv>GFGo{q^CFZQ}#;vIRfd2f2y
zT_~!87xd+l`JHQiI*L^=Py=(|svoDxWLoqo-teD==?D+Xu8C{Ycz>^4C%d9ob-o+V
zc(N;c)pp_icdnkKjb|=IL^-m;lf1n_wZ0qAdGhuKwHu=&?K}gmO+xt2yoHEzgzsb@
z2Cnqoc*c``7`WvaA>lj&u1!KX&%A|*a)k5boopuc-FV8Ace0t`7$0FggRM<M7|*<g
zh;oGSqET+5D`R(=BZTcPvz@f>OzL}`+IMC+*2dDlGuYZBgz?N<h$u(ecQP|qs(m+}
z?qm;!(rS#1aGe3xCLvsB-a<q<!gVrY$CbVt&v!Cn$1TSQ3FjGbZ4$zH<}E~&Bb+C*
z@l~Dg#<QNx##e2}C<*Twcx@8Gd*&@flq0+sjdED6Rm9XpTE_4)M+oy>W<D9QCt}}?
zZ|p^*TvpqbFUMpAEvoMYJ0H}qV1MDS%6zY@ZOJn|SNd)|;mI>Sw;aPReS6kS*(9We
zXWl|YInuW$WA>%mcjNg^#_UV0F*3q+23VVfaGiMz5#=D)iygAoitB~d7#ZO@1FTI#
zxX!$Vh;onX<%UG-#P!l@jEr!d0oEoVTxZ@wM7hWHQtf-4xL#U~krA#lz}h5)>&#n-
zC`Y(XR@E}8@5a-eyfwoN$M^{28EkD5!g%H_M3f_pC!_LQ>AUfiC!_M*a*U90o&nb;
zA)II4LPWX9d8+iiUYw_vV}ykB47fH4;XLyeBFYiYlb$`3`ffbsNza}cj`0!3GuYZB
zgz?N<h$u%GPj<PYTHlQ)JlW-n+Ktf>zBAC;B!utGTZkw}_)gZ^lxp9NXFFMIQ(BFY
z5w0`9+9ZVQ%v*>kN4SpnhPNde<)TrJn6Uj6jq==MPAuJj4OCcCe;5b3-uRX5<%4S=
z{ipxG;cXIdVBO)};Me%0Srn%Em6zd~OWBp6+*te-SH54l^4nS1f6^bR{*&$U`XAI^
zf3eaXg}vs>M!R~Xn!YI-<>OA0PGZ$L8udk^yxj#&P6HBAPe;wS^;S<enqsB0Z&?XI
zWtsh50`Qx!?~xjz4TopbPA`l!J4}WvnkdsJM<&^s&kq?ohZ&OaQk~zB%UpK;kA`WK
zm+LC=mPDgG(<leWh(@_+l<RKTW$$_>1dR+?^>YKR&Hl(p55TId$@p=TnGFPpM!9H|
zx3_%JDEGVV-ArtKf9C+3azhx;J43*_$hTa{y2!Rz(z-Z(wzhSV^-PiLB4@4Ib&+E=
z+3O<vD*D$&<{BaF;`~xY>>}6lFIcaMM)`2dcxsgx)r4kgMDTfkRmJgg!M*(zMbPm_
z*`5V@4C5vE4^I}kt6xN;Tr|q@c~vyZKYw(;efMM<8<vPh`MpT%LkHt_CO&>Qjwk3F
z(I`K&Zmrg}7nDZPQPC)$MOtS4C<?W}`LiI7w6gke92}v*`FD)~x>_WSGfx%_cy5x$
z7dz1*8s!B6WZ%Th75H!@guWm`v!{~!9o{a6_hg)}RQq11m0qRQSk=l(uc8XG{UTgv
z9z#SqveJv}ieA<EZam}3uIN?UF-pRF240(l@Sb@K5#<Q)$=e%L>$~xsCvR_1yD>V#
zcLrLUgz%kt3lZfA-^o4<T<N><j3@graLX}5!g&T<n}l$lc?%Kc2<OQ=*-YxY@sua;
zWHZAtKEikgTbqP1o_Pxq<p|@6;t3Gvskzn0^PMQ35VJ8h!gdB(n}o2Pc?%Kc2-`{f
z&ZNE@&v(+kGs7`H!gvN-n}jf)c?%Kc2;<4jT&ecmc)I6ScTUDZr?eU)BV1>IwMhuq
znYR#8j&Plf*m0%r#`B$w*m27-Lc)0lT$_Y&o_Pxq<p}4=Y<yMcyYZ|iv+-5iF-pRF
z240(l@Sb@K5#<Q)MWb9a${D^%LYPmSp<mE5f6s04{P()nmW<eoMtRpuyd&>5?@bTi
z7{Oq_s88Gi;hLY0VigS3!2I%6KTea$G{sk9-VlxQl8Tv+3Sv63(b>hUtS8U(T<N><
zy?gRZ&n?HWOW*$7b(FO5%yoz;NBZ_;%)V6nZam+~n0;wAMn<^K0Be&Ft}|~Tq8#LU
zq4vF2TraG~$OzXNU~Lk@b>=NZlzUt+ccok>u9sG0WQ6Msur>+dI`bAH$~~@^n~$v%
z*GsE0GQxERSet}!op}op<p|fws#+%X-FUi_Rkh4;jE^v$!PX`rjA!0LL^;BEGAhrN
zz8g<@GAhq4#|R1M8E|b9!g=N`M3jr1r%K=J#d&HuMo2i%fNPTw&NFWzq8#Bo>De=>
z@5WP}^z5187$0FggRM<M7|*<gh;oGSWS1+d_1$>FlU=T;-54F=I|HpvLio<Sg@|&5
z?_{k_srKD?wv)9srPUZ2;W`7XO+vWNyoHEzgzI>3cw3@TE*j;C3ENN6D9=6S#L|7y
zD6faVXq1cI_UE@BeBJq4MW|o4-g?_P)<r$tCYqvA4ygGfl~V5qy<prKhrQ0p!QMA}
zJN_hDO-$Mkqv<&4D?gr%Rgy_@mus!C9u|#qbc|?}uLi5mC_Nq<_&k^gYBCC91)FL0
zZQ)AGeS5xKm1bha_(+u-fT@=@innqvx8Wr~Jbt-6zTt1Yg`m&#T*f5%gqLier$#yO
zZJ|ba$wM{}AR6VOQ7#(giTYMF%0;6*P5rHQx0^}T@Aihl{$Q_XYU<_c^NU62&(@kh
zQ)0eWS$?%(U9?8IpJoqEejFZ+GT&vco9_g&6}acRsAw>;on`x!h*Ehgn5C2BAPxJi
zbTS#Y(ovAM`a#s{sn!gXY~g4NmPds{Q7Xr0Ls2RhrE<^vh>ZP|h!CanqQW&_Hn8HY
zo_Nt|eC!gXa#1SR*t>L`j_Wmnn>~kfG5abZBSonkJ>iK`dFBc>^m7GR^RoB4J^^D;
zKPY^qzZ8}Im4Q-Ics#CW*wv#rOjMdGUEYS5{REV^;aw*s7Uf+X1u$IK8>{*P*O}1l
zsigiEFNXJIy;rIEy-w@BN~;ksvfhi3$nL9fo%st9<;Z$3vNw8F?Yr@eCwrq;ZO14H
z?-_V)62g1tEku+fyeIE)P{r@YbDq4zLG8xq2;UiKZ4$zF<}E~&BYY>jF>t-_#xtJm
z#=tGd2npvIaBUL8dFCxdlp~xcZ)P*W@5WP}yqV1m$M^{28EkD5!g%H_M3f_pC%Pv@
z^1JbT7o~F1Jt?OOGJ+PwZ1%+4_c~5b+IJ@S-FUu}_MI7yL6`QOHBvSSY2TT*5K)e_
z?__4K)ckHd-N{Z2rPUZ2;W`7XO+vWNyoHEzgzIF)j_Z9lp6_JDj$4iq63#Q=+9ZVY
z%v*>kM>tPr<Ev`ljb}ZXjj!5{Q4-!W@Y*DV_sm;}C`WiNO69Q7vxupQw5+ww93jki
znfYYIUX;p3sXSly4uHSh3zBRlysWIx=zl5cJ*{5{|3<2gVZ)eI`S4o66E$A)BG30a
zVo#pwx!!l<d-vp-o?DKsw)E{;Gi8&I7M^(v5#>nVo{ZU-n%|A*I~lVtt;Wa**BM}K
z62f)nEku-qTrV`g*NW?f)fgG!Is>dtLb%Sng@|&G>!s%RI&r<U8Y3fIXMnXy2-lgn
z5K-=Nz1;tDow#0Fjgb+qGr-y;gzL;(h$u(6PFB^j?FJi9ce1LM8IJK0#xvO3B!uzI
zTZkw}7*9s!x!!l<DNjb_x#buk;XDJbO+q-&yoHEzk@HmVd%ZYMEyoB6=NWKq62f`r
zEku+foF_edCivZW%9EZwGaTb1jAyX5NeJVaw-8Z|FrMskMHRmrPk6G+6}20qBYbC|
zwMhuynYR#8j_{qVwJ9~f8_#yK)~2)?BO_dAfVD{o*O|8vQI2pO?+tHDl*&b^95G@0
zDN5zJ$DG(~N0iFz;V(+%qEs$Q<=bleurm$%Pl6-W9`xY7qU`TWBHjCV5<lrYREY}W
z{-|@?EuV=}ImG)PNwnL~Q>mOSzA(`8)=R8>c(J|_y>ihj*IH5ES+AVT=;W*`CCled
z878tp0Z}a%)pAiS7u9m88&(s-#^&5xMG?Em{CcWRQh&SMZFhauRXfEA^W}pm9>fE`
zAEi;8fOPnFdwa{@-yQ7tyS;;I=9)CtYd_Q*2lzWsLZ+d85FBioD{dGGzC{Z4?;gd8
zsFs(ZSsD=>acr-wT0RbXYHY%AzN?C;<Bzj_475z*OYk3_EOJ-BpgQB?t2eGe0hd@Q
zSmKrY_wL;N>e1b5f!{IRxt+_6gRuA?w5oX62kG%i)S3)ixt?<Ci#V8$S`XE;I80Sy
ze(oU=TW*C(3-rlFw>(N!90lX{ok^_Pxr5Bdy(l$~`zdi;sZ!0ZIGw72$!%irFgzNi
zmE2jhPEEc~7M7}2!9SbKqQSjrsA3iMv9IxQZT35pXb@@un1Vm3%?X8@JU_0@bN6Y0
zq+62dWEz{2eo|Y~y@85SK&Lu8>w_Q;junIgv07j1LzUGFUj|cSz=yR4JQ@X4bl+m7
zaqaC#r%@W5n8NC_vDhunCc5Rui^a#>_GHDG7yLzZ%RTQS|8X?&MYmi-Z=Ge1FGjx@
z2`Ree=n2s+&pm+;NwT|I<`3-LJF+5#to|w$z}IQ@S7|jyMpl0nRhaD;;X3meBFYi2
zlbzD5+TV?5JlQF|YCA?rc+bFVlMvoBZy}-_;XQeygX(`bp7Z354r(_>NBGV_Ym*SZ
zGjAcH9N|0Jn}Mr;H=gliZw78TMo2i%fNPTw&NFWzq8#BoS-QjIzZ*|^@}4#`9OEO5
zXRx(N2;-Tz5K)dWo~WRRZn>zShzd%<?~L_D$_*71(!MkK?{#Y5nc)~8Y2R5RWs{Kh
zop}op<w*NZX68x-@W#`f?8{JEjgb+qGr-y;gzL;(h$u(6PDbpw`gh~`PDbpw<rpF1
zJOi#xLO9R7g@|&5^JF%@s{P$~)|1)zs_hsh;XMPdO+t9jyoHEzg!iIbF1qCm-y|W-
zC(h6>=$St^#_-69z37(9h`o&17yQm>UZmV$J9(z(>fep;-IHf}ZaGFs`u5l`S$|3k
z&s>Ixa-?rh#_UT4@W%6<jM<k~V`PNu46rr{;X3mcBFaIo7Yg8O#r48!jEr!d0oEoV
zTxZ@wM7hWHQUQFOxL#U~krA#lz}h5)>&#n-DEGKtDuAyO*GsE0GQxERSet}!op}op
z<p|fws#>-Kb>rzy-kM>CV|;}147N52VLbB|BFYiQlTmrD{@r-WlTmqYIYvl0&wy)_
z5Y97iA);L5JXQZ*FV0iTF+#$523(tjaGrS!5#<QyNzb0ie>a};q-W0z$M^{28EkD5
z!g%H_M3f_pC%arx{qM#Tp6qf(?Z)T`-x+9a62f=pEku+fd?#ydN(J!7vz@H9DXqrH
z2-g{4Z4$zD<}E~&BV5OO!`l+wa?veEOxS*kZh7u8(Jen#&p@%*AI+jLy#j*98z8Q^
z;avie%?<Bm0xPU_y!Sy(EA@w3tSGzk+gaFu(jTe*lkM{QAJkuevC<vH;_R#FmWyt=
zTN>Os!Y_erU;ei}FS(qgpybv$8uk6dc6ST3BSp77tG-H+U*kLYKsR0jcbTK_QIEpm
z*|gIOBkfO<;fi+c^vRJ)cINX#hEDE#yj15m;V_q-|Km;igP8)kDeLXI6Z+@P$#3RQ
zj>BH(<Y4ccy&Zp&tR^k(htYH#^pzja#wzho#(~dgV)3@tOSt^#f}JDE<*UJ~GfI!g
z20{<!W0H&lsM!XSzAbENxeHjL(u~_hCnvK2Q!j0xbe?y)4KD-Y@yq4$4S(Y;1b&|9
zGA79<bc(*Sa{2t)jj~poKWBcN4Gf5OISOKW3%dWh-+M{-d@;(N_kLAmc?TNQt-W6V
zR-v(ceHyDYJ)Op(7E{%&%2nO6lx4g(jkEJn8iS1TKD5a@{r%u@PwgQ-^b5ZpybgU;
zA1E(;6At@bxWrez{?7jX4)*7~H&S&BRdK5PQII@QW1!6??_Ic*C{C^@PF<twi>9q6
zTAg+5wGA)vTdxzbzA=j?@c;x~LBM(f`lDf#X`gEMzfC=`R8kpDM1*_wGS-;YTc&4S
zWI99Gy2$s=C>iy}g*5i|PVaCq>;}bo^X0YUbPPh?w;=F){euF4m~91!Vb-&eggNV>
zgE>}&2WA)T@-niE1A2BG&kSE})K&}DDlw{I<WizxjkLN7IbEuAzN-*-MRmBio+`4{
zd=c&P)6HBUx+03+t~v~YjB)mEn3Jy%ZE168vD|bf27db_ME&Z;;@(-V`%u>haroy<
zv)vTBL^C|Mz~uV{v8SRfo}Urza^oq{E;qvVTH;)^%W?Dq8GfFLR)ee;{(%o*SNzB7
zB#i@Oz*YZoCXtky^sD~kaG;_zOhbj$(2w9)q;riGbd_V(hfb$In+~Akj9K3CA0LNF
z5=KY9I+;%5)E|dQy5Q_+a;*I0$v_W%n4cuqhR1W)zTrQf25}k&V}BT`@qk=4i)IOQ
zec_=&`O_fPP{p&aWh&(-a5%fv{E}#wmyMHXmm5&beTa5>;gTy}?8y#mvcnoScsVeN
zlp8y&kriO23ivv$04uG=$egERB3#eVjl*D<dqJY~bo|TS>-q$YJmXVvg#}jzN=*~>
zEgP-Wc`zE@)uT8}V01GpZzHcxpu7$5dR|oaZ<!kgBS%4Rtm+F~=f<0jK-Ayj#Vm3l
zyQNq4zZ=hZvRiu9cEpbGo)F6JtMH!r3lZhW%1`oE2h{*?Jm<+<9n@}&j_{p<)+Ql*
zXWl|YIl^}`kIxmr8_#&MKLfWMBP5(>z_m#T=b5(<QI2q)ysOP5z#C6_@~$>B9OEO5
zXRx(N2;-Tz5K)dWo+zP+cDanx%Q$_(?~L_D%8hY)(!MhZ@O5h6nc)~8Y2R5RWs{Kh
zop}op<w*NZX68y2@W#`f?9EVGjgb+qGr-y;gzL;(h$u(6PDbpw0(j&3PDbpw<rpF1
zJOi#xLO9R7g@|&5^JF%@s{h@1)|1)zs_hsh;XMPdO+t9jyoHEzg!iId4vW8vn3_n-
z`n${#!hDyRPe$xTyIe->WyGGh0!7M=5qt7X&lSKM-@7Nz^xSfcko4_YGi8&I7M^(v
z5#>nVo{ZU-D&URhI~lVtt;Wa**BM}K62f)nEku-qTrX6>*NW?f)fgG!Is>dtLb%Sn
zg@|&G>!k|#I&r<U8Y3fIXMnXy2-lgn5K-=Ny;K2TC$5)PV`PNu46rr{;X3mcBFYi2
zlU21$0=)5bCvVL#!!bU>cm`XWgfO0Y3lZfA<H@Kz-*>+8lqaL|+;WVNaGn9zCLx?>
z-a<sV$a%W0@Op8cT8<GC&NJZJB!u(KTZkw}I8S=^Oai>|lqWrVW;n)27|&p9lMu!;
zZy}-_VLaL8ifVv2p73OsD{41JNBGV_Ym*SZGjAcH9N{}zYg4L#H=gZetxah)Mn<^K
z0Be&Ft}|~Tq8#Bm-W%SQXqSt2Iby>0Q?$!-k1Y@{tlyBD3l!Gpd(lhxU*l@xxq|pL
zy<d5@#rP%x2i6_l4StPimv_c$(s>Lr?wyA!0b#BFsB?Qx^txSnX|Hf+;bPI0PA2ig
z@Mx5F2B81rN9tLUo{m*#8uXt8M{3X`n%c%|;xqA?#zuS4gGx2~`;y2OpGC?Qa0Ys=
zy4X_XH~$s=FaDxvm#-!+y->TH&dQ)`MZ4SxyJyZ3?ef*&MK#7nyBxU$RTp&SvOl(V
zBZF31tIeM?7qNi>(Jn8fqZf4lwJ48hm%jvFAp29SB8cpXc6oct7wvLW<#;s$*?8Jp
zs+3*iTK)y=wR*w&Wjgg|$kQ)ZrT<ISF85Ov!Q+Y_>t{TFtKDsH0qnzQIu80E4XagM
zvwjbow?EfKMd<M<o9Tw>dOEA6iflDsP_u3E)f?BK^h^2Ufhhog?#lgpckX`m=x$B9
z=RMrHJxeFYpqx8s{XxayFzjav-mS^dsCQQc#?9|MB$C~&Flhx*E6589`>k{`8Mo3=
zkhc18yr)`P78j1Tpo0(&MY$ZGuWPi<K|Xk3+`L3VJ&V?<$+uXTU5jLYHkn0(d(lwE
zD(YiT<6{!N(g>aX&LkRu)bb=U1%FVR6LOn8OGL?^2II3colIks=_j?nb}!R_2EpaC
zvpxvo;24CVW7J-*FZH1s2R$|ZGME|zKCCt1(I}Xr`#!4AbsD9?i7Bi;8;jlIY`;&#
zar<r@Pw<8pLm|udAO<Z*go62TT_IuBQ5^c7zo0#rlDKb7!9(YnX8peIMwH7vPn63`
zcCEAc>BXp;A~Qv~96jO5Zi<;J@DWMWj5Bv&^XJH#5VHQO)Bs<n^<Smc7@6~QOoZ#g
z^|(0;GA^c#Cwrw=)xR6hc(PY|)pp^1(PcUB7ir^}=MYhjwDIJf4ypj&c+Qh|I;h<k
z9ckwoXl)Y0cjhfblp}m6v-n*9yYY-CyEAahF+#$523(tjaGrS!5#<Qy$(!0t0KD;(
zCvR#q!!bU>cm`XWgfO0Y3lZfA<B1N6D3^;4is+ye{LWZkq+ayPR2MULN7{EL0KQJ`
zJ2M>PBkenDq-+w>zB6wjq8w@8$;@1-0p57Jlbsn#t1&Xdbp}|Qgm9gC3lZfA*U5+-
z*Z*!j-^qv_w;UrRoM*tbNeJhew-8Z|aGuP@SJl58&w4T&U$q^hB)n(fwMhu?nYR#8
zj__WT%i%?bBBmzNvi>e}gfQP_=93Y7Q7)Gedl|9ktw51-W5k|3({ugr#`o^YGd;H)
zBP4x$)=b$Xq=jeRLPR;zw<lxvr3QH8`A){{ORF(5!gU5%n}l$kc?%KcAlC~G@U`N4
zVKqiZxXu7;lMt>mZy}=G<9ew9zD`^(t;Wa**BM}K62f)nEku-iTrV}i*NN+;)fgG!
zIs>dtLb%Sng@|&5>tt0e698{K-N{=s%y5j4FrLBICLxSx-a<q<!gw+&&-K3>PkAyb
z&n?FY3FjGbZ4$zH<}E~&i=2lIZ4=xTbiFuFEyoB6=NWKq62f`rEku+foF_edwvl+_
zDNlO#%y5j4FrLBICLxSx-a<q<!g#XF6;%LlJmJYMSJZBdj_{p<)+Ql*XWl|YIl_0c
z)~3_|Z#>({TAR{pjEr!d0oEoVTxZ@wL^;BByf?fpQ7#wda>Rt~rzn@_9$O$?Sib?b
zD3@!ey<gEh|8^GkpY%tn|71JYOuq~gBR|MA(_bdA#9AvCIIMT_jaf8_2O#@2@L@-<
zGzcRYtE|sXeqrI)jrPLB<ls#Ukz`RWw{X@9iqd%)M7bQ5)kN*x5L1-PNewmk^-aRU
zc0cG9YISeVo#^yJ)WrM8`IF<Y*Eu=Z`(|&)pCqeEOP?iDiN>y%aQX0JeIvT%tAR^&
z%aK0(v(PP{o6#v{%jZs+BG{mSsFvfjx3{3{FRJB*9&piJ_e8ba-|Y>9{lQ+3lhX5+
zYg-q&7mHjMr{9kUF+A)<X%r_Q1-;$g@we61Uax=apvYssyf=+OF?AY8Y3z5~`|Ym3
z)87vc_taiB=bK6Iso#Y>zUuXN_V;(X)f^wD>KNpvQ{|6><cS)O{q6SlcBVtUGaPPJ
zv#$gLyhv2b7sm0-@YP0bwP39hqngkx)se@_;AXm_YWX-UG@H+J4Z^6<DqXBPUSzBJ
zBAVr*S&mQErCj)(Nvztr5_bD*(JT*-Mrr9Bt)(uS<)T@RHGWOa`oa#2X1QpV1K0{U
zie`Bo^+dD0@Qm!En7M)t{OGB<m%Z2Z37DG0o^kH7f?ZbzN=*~>ZT)oH)uT8}RGO-M
zsxSMAY^v{iUR3sPQQlQ}vK$4yv8pd{oe9mJO6qU%Vzf}m%CA!Wd!1H(l~yBOWaSqj
zk=<9}I`bDI%8`{{WS8`+?swxEPj*SK+Ky2Y-ZSvpB!u_OTZkw}cu(HupxWP!=RA3v
zgW8SJ5xz6f+9ZVU%v*>kNBB<mW#G!+jb}XBmw{W35faWb;MydF^UPa_C`UL?mhCX<
z@5WP}yrazw$M^{28EkD5!g%H_M3f_pCkiN{SuP4FqJUEHJ7ay3azg=ywC_y%d!5>M
zW;n)2+IQAS*(9WWXWl|YInut9nYmK^yYX}<doq+(V`PNu46rr{;X3mcBFYi2lMy?v
z{M~rIlMy>^IYvl0&wy)_5Y97iA)*}NJeiHJ>V7w#^<*}_YCA?rc+bFVlMvoBZy}-_
z;k{^<i)J~)H%SQdi8JVWeRvJEer4<%)mKpKvwp8@ZOMqeXqL-}y^PowEqliLBIU-2
zJ$a_*%HNIe-IHf}ZaGFs`u41uvPnn_&%A|*a-?rh#_UV=@5b|;jM<k~V`PNu46rr{
z;X3mcBFaIo7wX?@#r48!jEr!d0oEoVTxZ@wM7hWHQvG|KxL#U~krA#lz}h5)>&#n-
zDEGKts(-H&*GsE0GQxERSet}!op}op<p|fws#+%f-FUi_w`Q2(7$0FggRM<M7|*<g
zh;oGSWK^Cje>a};WK^D8ju8^hGvL}Jg!9Z>h$t61PnEydi}TcSjF51i0oNuWoM+xb
zL^;BF(z9pM-;Jj{>De>GF+Re023wniFrIk}5#<Qu$u3t^`@8XkC%arxyD>V#cLrLU
zgz%kt3lZfA-^p5=QvJK}Y$t1NN~<w4!gU5%n}l$kc?%Kc2-or6@U}#=Tr|rO6SkkC
zS)O}rfpB5{do!Y0uAL^D<t5p$DlU(R{x+(FiT<`h#dFr*&Px@X+2Cv=S3N2PeoMka
zb)WrRIvVxO*Y~J^H5{HzweokT%y0$1`qL*zCVyu>KV;|}w!2&HE?%nh`}rYr+4(=t
zr&<2bsF|74dFMH4mJ^9eys7n)ELRum8c{44#d56_b=kY_y;SP2Ayv-&EELPDqq}8&
zRy||NWCH@CS1x+x?Jb`QQnQ@^M6X=4=G~(>NmI}c2f^<xaF^(nd#lOTV>MPIijAke
zrRvy4uH|2_Ui)D$NR+?R-iAm)tPX+$)LOq`<o7_@eK$L|zjJ{7yE8((T#0_M0R7pz
z^Xslx{)<)h%4a<jJNqk&pyPA(;`*t`R`UfF85du@aSckp#F}CJxhwbY-MRbKqq{Zb
zp7(I)_AH$o2dNsg{-EM;81{oSoJ6h3(1;_qzKDbAsP#}ii^EhU=64?E!rBkDs&p$%
zT0ztb@`A#CE1gWnt#lNmtv(#@sn#rk;?qeB7D$Cd(JIHM!%~i0w8}GF{e+;ZbdG41
zYv+hoIo5=x3i{qYM5|o1$^m=@9M@Ue_+m7Rk(#1aj-K#Dt2}cBJ{(=v4@aU^Ue+N_
z?4L+he3h!->$Kvlv>GELE53><%=U|Lop}rq<;aRJvO9WJ@4NAgC%dCpZO14H?-_V)
z62g1tEku+fyeG4HRP(#>oF{K_P`fcY!gmH*n}qP4c?%Kc2;a$m3|#TM@r)<?F>uQ<
zLc)0lT$_Y&o_Pxq<p}4=yV*?gyYZAK?`AW@F+Re023wniFrIk}5#<QuiSmhPm5cI;
zD4!Jk&RAch+)zFt?K_kFUZ?h*8IJLh_MJ6SHVJ9pnYR#8j<oM&X0BBIZam$|UJRwx
z7#ZO@1FTI#xX!$Vh;oGMWW<guem9=)WW<hJju8^hGvL}Jg!9Z>h$u%mPiEt*df$y_
zJ(-QK+Ky2Y-ZSvpB!u_OTZkw}crRMzqE*iDO%lR<;taZ8--)%hWW-*y%4Nh}M(m50
zJ!5^5a%04vJkxW<@5cA;$um8-93v!sd)7?ZB&3CB-a<q<(zhpL_ND4~<M~d;>`SXL
zGQxERSet}!op}op<sjD!)$g_9dSNw2M!3!ZYm*SJGjAcH+~azw`n^tEFRjMN2-g{4
zZ4$zD<}E~&dt5J7zt@TDrPUZ2;W`7XO+vWNyoHEzgzIEgEtC9iJl)A#Gt6*|k1(FW
z)+Qm0XWl|YIl_1{D$f<a8&7#MD$gy)2npvIaBUL8dFCxdl#86Fir?$Sd1^UENI1`c
zYm*SpGjAcH9N|3a*)z%S##5g3?3v*hA7MO$txZB0&%A|*a)j|@mn*9I-FU*2U9PCz
z7#-m|1FcO$_|CkAh;oGQWUWo9`rUZ8leIRb)fgG!Is>dtLb%Sng@|&5>v(T?TcTAi
zTIGld+fUId&pjqu<;UvTB!1$LW>J`GVS^2j)ZFkcfwbm^_cDPM);gk9zQ`%XG0~7l
zl`zpNH=q!$ay99+b8+k>oy1D3ejC|te_L%IcBVo9NpPgvgB~h}KWCqbRykntj~6D$
zUC2{nHMm|%<^2nEjOdh$PWf}uDd!_SrAj$JZV1Q*0z{)+G|EMzJW<~+(yhi8OEk)d
zL)7^$eDc9Eed;2Y`63$STkY-k4)kcZ_ImwW2gWVys!@*N&6GB^xc5u&zxls2qCR(8
z4<p>hVt%{5wRPxkZ*{w^&*D?i-2UAsk7na>_%w)aw&2_WoZC8VeLXpD{WgfFD%MB0
zyRF;NAXd*>_tjYSM=E+UF$LcHZIC=s<1uIspQP|laNPP;kmYTUi@cv69S7mK4bmFF
zx!KYJ)~)+tFAm~RC6GKm4%1X&gYh?2vs%CEO_EO&1;#{a7^$onydCrT(I`!)$uB#d
zqc9!KdOAyIlpEGb!LUm9pWcpIY6t@6Ar#rtk3t|i{`)BGPX?-`^S9E|scPp}UH+E~
za^Gx)$H%iY=#AC<g{`0UCh4e^q;c3!LGOI9IS&4O`t$bY=GP<D`b2x`lk68-v6{vz
z0V9&4l>R7)gMO;w?E2^^fu91!^i~=ktE{X9>{Whg{&5gRDsH#F9)Y;Jd8}(q<H^%-
z0PfB122y>MBw=*4*$<{cFC2%d_I)P29zZxIQz$<CGk9S*iCYkL_<(Zzs?`T6cMy6X
zYhm`AEqz~`U=EmfoM_?qaS$J=)*wiO*0-|&;**sNx7-?m-g_&VDm7Se--UU_-TEp5
z?}LRmGtc-*FoYim<<CvM$-Igatu+5M3|h}dld<x(Z=<6uLyKe>&Z557q)%EuOO$GT
z{5crb*8ct&ynhd3F-|6>Z-Q1FL|{JLM|q)kKwct%?FggwG#Jmc!zP>h-i9&I<CD)$
zQ}rmbBl+Ye_(x|?6xa&hN>a!d#Df;zR<c>KsD0Pmur_V;Zh^+}1iTG5sG<a%`Bb%%
z*>pOI(=0MsH1GYc1(D8f#hg=vxzg|bE-M!Rm#Eh9WH1|p`8w2L1TD+}BArfJJxCtw
z!XXLa8;8SC4IluMR`7HZ4q8!g4E`Sn36#=$2GnXjfF-~)AW7k`n=REof*bgaDXA={
zRXD#DB(1MEH-G)>*1bEwZ#~NI2goqdpaM*{AV9fI+PUDs(-tsi)EWlI;rMhuJbLsL
zoV}S@#Ay4oFzSPSIuema@HqT)pz&}Mn07P+u)<Gi#%VMqH#eh61W2kz3LK!TfL^Qu
z{WCW;>sonOlAqs%5Ub4;c>G75%MbfAB;7yz8P-B0Gq_@^p!Os_!U318I?`ADd{gV%
z4q5<fUD`9KLw&Gps(|~0{3pYn#?tt7a~$>o4siI7+JWP&?mW$Z4(dF>iE2ZMKCtSa
z!{yn}{oK@E-lh)2&8&JhwP5S8x4R$gcKciXovnlITL<c(*BcCWg8p#lmg@I<g<f^n
zTyd=kC03-b7f0H+<2X3Q<3B8qBfjy}U(KIt-;Lu*j2Yf6GyEO25#dpUXI?GO-1{9K
zB-!u%uKoLTh|Rx8jJOAAkE39W7yX!&WKQKb@cT3zCz$K~1-U+(h2w!LjQ#8SEbYI;
zS_sSgn<bgS!uIDOv|Gimx0mF8sDkm|jVD1m|06$HbXieFK{GoIigxfv3-VUuRaTyD
z^kPwG!LMry;r;!5NpU7?TetJ&75`+}6%fnr9+rJp&Rg4<v#f9y7)<f;-hv<JH?$~V
zd5-oSVC|Q|bP6@YvLD9W?5;no{o(c_XnnD~kLt614gHb=C~q&wSMuZC1!wO=KLmf}
zlbZ8&L0)9MF0X=x+H8+h5cfy;>x+o^AP$c?P8Sgoay<>w!dZ)M6Ie39A6gV_ZptFu
z=ytuIRye<?sNYArr-DDW=;rer?K{w~!)%M__XlXK2IRgL(GT;qzk*inY4NMCm64<Y
zeup1!SMG-RHVdOUt+|7C63?(KMJ<FGNf5G()w+b#)!F%lD9z7QD(tr^H$g*7?wcNd
zqr8Mi=VfCqx$e<u^2{71{wV6ZFIAAtVs!MP91nGeFTos(Dyy%dlbK}wY26c9@?-as
z+etqR(Wf~3`ww)e9Hwz*Q$3l}Ic#^g+T9Lx2FTn_mTb4PkCTJFZ}xWlNkT`1^X|uX
zyW8&is;hR)kGcL^_n)T^jn8)e`rn&AIf^Hf^xyA*%M;+Y>YU~Diof6d?W3$0ITsKF
z!C9YIOokr@x)<hewRhY5Fz^V^@YpQ=P<J!^o%Z%t8~*1X1P3_g^j0s7f>>X4&^~N$
z`&$FmH^u!`4>}I{GZvigYV)@I!PX!!=Wh&@n$`^O-Oy8wQ>e=ImHN7E)xBk|`!H3<
z(=pU?zUdnK+wJY`%&?sWgJI^Xvpx{Lr{{<=M6L+lVA7{t8l}f$&7^#wqRN~s-5v!4
zxax_q5Doc)L*v}Pf#r29ZwyC`-b#;-26=q_gM)7WVEYie^h-_^?#7@0K^hz#DQHnQ
zyldWOaT<T+dRE^)h$knf?XQ1ZoL=D<7GC*EUVWRNG{vn@*uv}b%hA#+2DYZq4ZOiu
zQ>>$*F0Y<E-^JM0RDHK`8Ot}HSMJ}tbN8!9cTMs=9G}~5-5osBBM7(Kt-n83DK^R<
zR}Qy+rJm^1WQ@%e^?D_zIs7U-0xO^=j5-z1Mc4JYYkCn<p6MEVDZajpi;}K+SG*r!
zhHK@~SG=qF(ao}iO}PFV9(}p|dIieJ{x;#5anh#u3J!E`de`wQ<jRKi_^4ifvmHca
zUY7ayr~3JON%l^dBru9&a_a>O1p@vWAKl3SBKxT}oFG5;84i0M9<-(-82Ew#Aw6cO
zhltGJ$t>#`!uZ8B$cElpgW2)%DU87!&9v{)j62`GBz)A*`bsxj4~#wRSplGqXfGVR
zI{k>th!Yy{74PX%5@XvnXBFmIaN@??v5P%mIOV<UKZb!F^IPxwkHcuFV%Sh48}{_`
zF*yXtkNn5S09<(9%+F%W34?mr?fkArW1Vza_Z9St#Fz7G9?Ug-H@{H05^GYO+00Tv
z=9iG%S@t6H8`V}{Uv(+ph8nKA<h@63pty=v%K0+Mmm%*4T(N-_4*wleiq+Q*BoGvx
z{k_s2jYAlhISr06NI$&u+uL7#argf3zGxo@@sq*i8FuAge|Y!y=U?8f9xg1ngbm1B
z3x)+vu9vf#tGIP@bjbx+`bG!8;b&2$VdOp?s#~|ZyIb3PTYCpv+d~!fySr+)yE8cK
z9jf5q)=<F!;NEbkhWp)Hw{~~-4})#BcQ82E2?qVW9(ET$?W*9g7u?$J?{4o6y8ZrP
zH|Rk@y}_-$9o64ehw7l;+uQHL^*j6BgZ=H{p4#3UZUt(8|JGm!JEWg(1-t!y1$p{|
zZm+vL-0BW@hr8Y2)-C8v1^a4mcemHy8gBKr_PV>hAUIIl``zJAA8hNY?Jhpqf4bX+
zOZU3H!>v7-&g$)M_xJYT2KM)Q-9R0}=RR~;_YQAuZ+E-5g6*BXVC!&ru(jXc1IrG#
zu_yFtPwnsS?%o>S>hJf0?w|+D;|>PFL3h{%`?hxbhl5*(gTa9sZ0~jV`iC%7I_&Ol
z@AiX({?;wEgTs!W!g;l`H@wx`yVVT>)!n&ut9Jl)90q&+y@TFhr@OCuyWlw(bscW)
z?c5sl`&;|_yZb}cSG(KjpGydXHtqH0Yx&IdP6Cr#`SLwe8R#Kj1AuCWqp0><$N$a0
z`j7wn+kgKr{;NOyPygY6bn}0B`r!Zi<WFz>pa0_j`CkwJ_5b_#|Jl)hfCyUrS<Xdn
z&)ap@8becLQ_7GP!%nOiHblAl_j;b{m#y+I?;UQMX~W`7_MnTCDaFyx9({fb5BkG!
zoRwrc<(t7Q9ZljQZ?#Xp3G>>}jfPoilc&<<UeGz;gbAl?0`}CDO1tAQJ)5edNsQ;R
z0k}$!ZZkQJCetKL(5mm=f!rKTj@1;F17neAbfh<Xvm=<S(ldv-6=&o(9dDS*ou0-p
zFPxg+seRVjgsE$od4^f(NtEUN?)TURqhSWe*S+-o=N~~oYYg+7K`$8lC02g(>lTcT
zZEeErUL5$zWER78yT%3FD(M%r<~szfN>5-@kD)-PPR~>Ra<kR?;<tBNFbR49;~m>H
z31c8MxzpaE$-VY2O&;*GFbKF`o<8J7!>CUCfS%pq$-VX-J<E#D#~0~oJq)zDX&j=X
z4-=07)z%0`+aX`>Sa?i=?|Qa0kKHQIRhyf`ad6Z!59e?>jXoq>t$%kigSq~wH3*Yz
z$%URV)pN%%bFaVt$z1v;oQgHG@qhA%KAvi41?B&Ku8Yx=#Hn60p(oR$7Cf%y6Vouw
z3iJQN@MspBx#Qj}ZG~y;I5^ca=J312**Key5Bhyr<D#=cSsA>bw5XN9gmG_j0uO_F
zF+s-fR9_Y+`sW8~7|g~%fv@A4f;6nNfT?$r%soMeBeE+>GGupgmOJS6f6C^P|3nY@
zusjAP0}F2@#9cJspXPi9t6iGsGBY1uy4D}VvW{6+otb*$P_qEmuBh10)*58<|G#YA
zdGG*^=k>xs!TO>>qIn93;5n!T6~RvXu=UfQwtm&xy_p@aKFH`iz>03333#lTtH(d}
zf*M$2@XJ>Apa%y>305V8Foxssyb4DF8xxq<_ss&0{KwgFTK2PKL~IidghRd9V*E4s
zA#DJV{^waX-`8va%Qc;n46i{?FCEeG4q@08Ov;yWKuzQy=t@rCEL=udIu3d;s+q0n
z$`%snxd#28-#J#W*5{j8eG6kKY0|m1eW)v@x%*xCEDL_9eTX%;q>cWWVQYRrJTO>4
z=v#&gI(K;&YOvfR+2s_y3(KGxbU|Bf7#VMG<%Q|0)UnrA{;gH}>h&YV|Mqt%q64+8
z>HB}DVu0e6r;@*2)vEH+=VZa1ReyPbOZ9YuIw_`E@SeW-jzw19c)9&uip%D)&@l6P
z_d6HZfmxF0R~R&zrm%ndTrBJ8sh$ff@jKy8rJ3JwOdvNBQ!j12VyyNqw?Q%sk6$j2
zZ}=N;@jN)#he!1%418VAM&7XmdUE-9Q(<PAu;^?Y@x{CYGdH%VZ{}S(wC{N<&N{LI
zM?J`RMGtM39(j*89x$u6m(8Mg2g6<T5Z=F6Kk15Dy=7CVMWz)k$NXnoh&gLM@doPc
zUuO1d*47(|1EoJoM}7}xpZjS9Zr;x)pZ9JZ?%o>g8^c$~Qrsd&@HHql(B;DN>TD&3
z9!7qt7$3u5|KPsqJ+@8f5hgX;x(B8oaEd}L3|OVWpDz2+_SdI>2;$FRRsDH>-nQuC
zH}WrLj?Sy|-Uco~KsQ$=G~a}G4fb1iVL4UnO9d;9Bb?Xxp@I&jPM0&6=BHm>kQ=Sa
zW-7@nA)7lSGm2!Mk<31lIY~0tS<GKvE9WHHTql_UCG(<131HhNqz8>JARLX4W~ZGh
z=<r6e&-RL!Et$Fe+ZBtbOkf^-1#61qY&Cd1gcl03M^#vKt5<--(PF()3!Wh0@pqtC
z_-g`S^!{)5x<O<XTf-yoQ+TZ-d(y}rh4s@pjF7<#1?D&4?SX8KvwmXMh3Ycd@98!E
zUz=4T@Cr)yAOeF9@MII@uWG<^oqk{+6bs{nmYy6N!|MsKS}TN`f+<*d+J;{$?gCci
z7eDrF1Y<dPu{HyG6Q_FBdG=7a2}26ipU3H;S3ZZuUgODBPv4p_BIq|yU_9(;NEXFz
zbm1JHhH57NyNJ4=Fs1l4bL9K}KzqpKEFSusrS%=IzpLKB23}r0@uJfh&UKu+)i2cK
zL)Hn-s)GBV2e?7j_7Lb^)#Dj@Jr~?G_kWR^>x8W|!FyKFu=q{APmZt0Qg!81HrV=l
z+;<Q2o>k_HI*<0it9%L86$qLu@M2vA@1Pi4UjCX?tA%}yfjZvFoBrcyqTiN@{V>T!
z(F<F@+ZXI}W)BVZ7$dN)&ol?b`mB}yOnt_)?ygup07YbfufkGqc&+UI<fwf-FvqUp
z)BqkZ$ANfw*^=3QSsozE1D@0JfC}t&m7YHYA<tX?=3oBRKmG6SKMDSi>;L)x_pkq#
z_wWA~|LuSI<6r%6|K>maum9Dbe*2$%aQS~Mkh}0pQ>OTzhaIv^z^P>d|9f?rfS$a7
z=L$L~aD8skK$gjjLR=@^{9m@Z*XO3<v&`pxvbsJu>zx&M&IhgQ+1yN40{!Pak6$%K
zo#&yfrl@m0s@0UW=mG9JF7Utw4!KM2J-SnzDVBa@r_B0~>vIc0va@u2;`-bgkSxpm
z;Kud2<quiLx#5xPbE`43d@DZYU!Pl>VRN+^X8=<x>rk>n$m6g68NQk#%aJdsxV~`h
zM2mKdilq_*{abtiMpn{qeytZ_TxUxtvJ?6rn7;h=uVH}#OugPL67aT3k${y9#dlcb
zP<)5=55;#_8c}?Q1sUeMo)vBH7m2c<0~qh!Esnz)jp92@`xf7!pzE7ZFXXF6DvKmE
zVD)&%FI%umLMN6klUOu-qz7?y`DV&nmr<QU&YZOD>AHqCt=6)O${|R7c|Mbllh!6I
zOE1SKdVO_eS~tHun{hWKWgox!wVr%$Wizw8H*1Z?htv8T3+C*zDf_HsJ!M~iY5AmV
zEc?x`VZzuLwbee<R#hkVvz#!yug{sK9%MZNoHb)wz<YqV&b44VKfhi3`TXKKQd?L}
z=;sA!r;-&6)-(G0zVw5ypUhxy0$5su&+oeUh2Sxd#QDz~XVZ`D8Cjpr`9n{^cXbk`
zdhZr^JRO7+*mDXzs~6UU5j?B%D*sD3*d8VN{6ZY^?f~p~0xLmo>IFe&$V6`r!Czt1
zMJ)t@_JBTlE)+m@^K*T1WqCz@<8zPV*Iiq;u=*tXnNvlpPp;P&Mb<Gqm*UDr3HT6o
zj`a-B*^<9sc`AL0pBArg_}z0Vy0XsU-t#DS(Rv5E74FhqbfLDWo2WD|1efa`o@1fq
z`iF<l%>{ae23-enaV0+&-2SDkiy*_E`B)897&uhpd2f{slb$K}6}+R3HA*pVuP=C2
zUsPVV>>X`yZV>hSODb?|ca;SZ%kBm5X{p_qX|-htn7i&1O|M@HvBcnIcAjA#4hO#j
zbxZ$vnnGM*k)uC6>>li@0Y-QE+2Wos;@5OxW(S}Rm_orh`w|oXWKsA1(J6F$PW0A2
zWbYtvwcoZVurN3Of-4Rd7=6~;({KIk&d>FJg<GwMdT+x={YmlO^k0`pTEEgeAGVLi
z?L=oN*B|`GSh88>t=QJk7o`_10x*ksP2BZ51VjM4r)~16fGZd3F11{SP*)83{r%72
zMK=AKyWjemp3{dJ`z-bI+}2R<ulVoGCh!oU&)&)QXDp}7HvVTeI0hYUcoPQ}2edvu
z6U`rQ=8vy8VM9T^*IW<m$lhnsOQ>6)X21Dq_M@NbU;Q*+`~XV}Hudgvt)L%I68%fh
zV3);m8^KSj4+ozX3k%xW=8vBq2T#;PrPpFVRbNkF(*(U^+o!D=Y(EyJr^Uv8XpY`J
z@plpIUI!b%rA1l#y@v%q^)q;`h21}3IrAijEhk~s1#DNBt=G@*71l|>qYG@Vr}Ur!
zyt|_xO+t7$(@WJivrP?`IPT+i>!E_zl=boo?W5o3TVKG1@RGxl>rD0Wv3VIH&@bKS
zy(3|m>zP@qL5;-47MH(<mHLPj+IV4|W?#Y3rHWYc_xp+WLRLu38MJ|!=FYs}1K2XL
zm)9?BS{Q$A^>@<e`Yq3O6+(^l*CW`l5ylg$F~am~BfZ+mhxeBH6IfzoB33yHw+hQI
z8t{i!zl@75v`rX@|DV0LkC7|O?!$`1;gBp&b2#6e*_qup+?^eAx9fFR^*7C-*z9hS
zz0=L+u$#kOtyk3Rs#o2$U0+kLip^eWEz40N1pW{LD1Z^ziX1tHZNxB;IMP3x*vQ6l
z1PPAvM-U~l4a9&W*bb0DhGZ#n?EKEX_uO~iXT9n!ayZ=T!LX{{J@?#mKi|FQp7T4g
zCOd&00=0#z#Zzw7z|9>P%BKt6-41-&2<b-roho3BgdU77HPqunfAGd8`;a~%hL0S_
zqF4yd8&fF;cUkUuqg$7RqQgLVobgozr6x?6CIT)%<cdXO@Hb;%uXzPIONo;Ijj@#Q
zK^3^sN0t&JAcdy_NWmZRG~nf#i3h&*Yd`zTfA3pA|Mg$rdf~Uu{>4A|f4~1rKl{7O
z-b=mn?!WgN>;LeV|LVU?o&=OK4C92Sg~!N9;#o41IJ1&+8=Fruppb{PB-07<(F|i2
zh<l7fp8YbINep%pl$R=@e-C>+46%_v4}E5g<+ep9)I%I3W0@W9bQ#NP;3H=&mqVXJ
z<GCI3a2m@j;l!HRU?WK(lG$b>i2(y_D4_V@m1iu#iKt%^%85wybzt!pE`EBlJ}utl
zB}PdXZ*W2?fHXssMC%X}W+T#*!dOF6NaT$)3JJ!MMj`Pz(kLXZMjC}e@kl0NV2?Bk
ziS?02A>lvLC?q0C8b!a#XxxxACIU(%4q(MZRY4>QZ8hB&cO+C=7>2}19zfrjXG0rY
z#Amj%2^@)$G1kl=#@t1KO-LXDiK}49EWbu=4`T5rU{CU15FcVX77Kxx60Qw&`@6a<
z0j?krd8H`y^45vwmvMlxKrJZ{VAOL7%peqy0yLv2plV`mBP9GqKg$S|956-U@)=Yk
zWI01N6GGUSOc9fbylJ6AN*d(MXj}rySlbe%3qo?NjZ0shH02lab3KhuVE}`~fku;r
zE{SJ34x<&6XA~g@6Ml<aQ%Sj?W-#+uY6!|)2*#C^FRU4t`DQquKu!rV7QaY=tu8Kf
z?Ypg39k@OcuZ4_nP!FwQyBz!}ib2lUQ7F`0NIcRww6xmDVtvuGW{q=o04sy!JIm`w
z<6_w09F@~h%x{J##Em01OuW%ec4&;)i)Il+K!#Itl{RDfh;qi6+T0ojPXk?KIQ)DA
zn?bC0VurqN1!UURJQk)$9gm+YiyFR^5UTXSkVYc<@57t7uoPL$Tl$!Nq$><{DwmjS
zmC~mi)?mJl*J`~=)+N|A6^b*?%%rPBDWxWAS(w#HVpXf+vX<fl_@*T+>-o5i&zi`f
zcx5WDADh_wU@AsOgVK^`DsKROnz8)C$jgz2(dH|B|8#O`<IcBMZ{Ji5o~NU_`hMc(
zowWix{oVNQ{ssl-oV8YA)v|Wbbar;fE%B^K!9I!$);c!vHMeJ7Zy|<UwcbP6I+?z3
zL{k{Q#854tQd5}s>3kOq0zjIIn{{CfL}oB@tcGeMf0Bj3F&@_<oIoh3XgaH@Wdv40
z$i}S@e#HkK0-jcZ!-r6c5)_irC_H8EaQs`zS+7yvYjK$sZsRpB@0NtixF&5)I7TA^
zOOa&>#ThgrghG{MiRhg$2-$XBpjP&_Jwzs`Slb6=-;uv2C6a~L6($aj!35a?gAq2I
zA@t0Li0&$IIZ+6KoC4ugn9c}=AghHv+gkKcN*O~pAPG3Mnvg;PYeFuV)c|V~b|!2F
zgJaK5wFX4ZJRSxFLy4jkQ7(gch<ud4MIrkr3CNqm{-)Zh*IWC9`hiW8ia<+IF%i}h
z_A-^r`TW-qNY%Bju$CYOXxk6vxLas-DEb3MQsu8#8G|&hgPg+W4nZanfmN8m#2D^C
zI}STLX<`IH4G}Pq`$#~ex!{+e#<&0EYCaMZRt+dW6It-k*;hceTqE7YwQ({qdepr(
zp1<bD0-~o6#hD-9uwSsPO#lZg6jtC)`W&fEMW?Dp5SCqebVtC33B#<`LEF;-PQ*IZ
zor0j7)TqE|0kpFf7C2ArRV-H#KG*8Cf$K!Uhk<a}bobHeJQmoV=oG(&c;aK4^Gw$^
z4nus$sA8Tmo1+uC*K%J0zS=7}4x7f!`M5v1uL33;M=g|XDY9E+Xsc@MZdfEKh5i-U
zU}myI3OVLeo?|ll1~v<{vGV_PN&chwZ%oK2Bq8jSEjTE}*e=EMdU8)$>SJvF#}AI*
zXmQwaEscI#>nESl7vAj##^)CbRkulRM(BtNUYo9G3b1c&;srD;qoTkNP9Btp8Mn#Y
zcxRhT(XSV@Ef9C^iw2%L+X87OBaoC)43#GsLxqR8TzKh3%cInKe)2#0U(f#G+27jw
zm;d{>zd!xgs@IP_eE!&f`b*1ytMtYH>-oR(e}732+1M{ni_y+7<QN(LJWGZ@dFys4
zhzec5sMAFL6N!!(uqzOnqx_NpZwRIXxuKL_lQHW9S%f8mN+{frAvLHNOQ}J|Euz5v
zJgGkNOQC2XL^vEhNPe*w4C_LyeMLu}oW#wjE|i?f+~HOzjtXVWq>sqs);JK<g>ojV
z1QN9g`DG(;3U0QNSsX^IV2QKw5%mgI@Bn`l&4T5h@`j;Xz<58jcEPeJSO%#M`l=Wt
zsd30B9aEoEewv<vhRR`e4G~%Ti_%}=AOw;D%6!4XXLz9tNmM!ziy<l=h~3bX55#N`
z1q9Z}U{EJwz}kpB9l{U+<bDk?f+&Ih1ip<36QqG<OpqB9e8vQ&F~MpK6dPeXq!@{a
zK>E80hhxIz_>81AkIo?McBBbH&{jglQd)_LnPl$kGnw&(ZFg7|hv)2|7^8;G<BdZa
zy#ul8i4Z#lZsf}*=nB$TLSa|@?l3XGX^{nS^pDwwiS<PTa&16))hVDoq_z|&BnUP$
zZb47KQ!7JH3neI-bkMTjJZP-4hH%`vQ3sj{PK?H*ka}16CVD92mRH!6KtszSri`Vc
z%3K%FOv~Cp0#+kX=>_TmQyl@XBP~Q^aGL-DerRZ&*hawCzyMPRxrnARqs&LJIf!Q(
zZw8VUK}U!sEq=sgDQpT*8M57gV9PR^QeszABkOr3SVh5Nz=q!Vg;f(PMkz;Po0$rZ
zn)pCFf#*@%qXcUu9kwT&BSmKb{_&j~-`IV7kk<0}tl@sjKWjEE9}Zx6ka$s=J<>|t
zZL49?azsYZn}^Puhrp8=nhe>)#l*G>DiaeUXArQLXn)06vkU?;6vHsim}L-TlO&dg
zEz3~Y`KByuM;h_*mMo8h=Ml%@=gN*HpuHW;jzw#9Njvo!;k$$`El3i9Cd}%xTrNwT
z6mEnpW;AKYDtZa*V*{h<)R!zWhVz7ea}|>9a?%9PCU2UU+~Dt$#s(L{*iSagp1_VN
zO%@zyda5)t#dds|h;#*+^~*{b<X<gQcR!bVJxZzft`s_lw$YkoprT(+=A#+PFYH;J
zBBQpw;rfK))Lhc)CQJIK6sKTW10<R2ZnN34Zv5~E&8pY^;Sb7ts_cnKf^}t^Xzgmx
zCEA`_-iu<(yd24<_`L`Z1DKCca1n=tk#RN0qe>)ERMlgH7Qa`*5#a^EOVA)DId9GL
z5ZzG~8?c6%j5&rS@(Bf-xlCigunrLR1|b+lp$~u~VFNe#WF4cdA*3kJomg*qW)vD}
z&f;3iA<AmQd;?q?R;6V%TU|Vd8BVZNGKw+mU$n+Vs#ZeM`M6r-bn&PQAjktcadgOZ
zgrI1o8HAl*?Xn?4>mi_EJP~UXk!osuq7(I!b|`F;5D(vy&)+7T8xiLwtN97--&skk
z4NtVr1;-@`RmsO+aSp7&+#Oa*G8!lW$xt(0GX%c4zYBAq0~vCc8WV;&L7g2ML>_A|
zjpwN`vWlCc#nM6>g3vJ8x}_ucu&q??T)195O)#~2cIz+w7m;VoMB~^KH_gB;u=opH
zeV-{*>887YXy?41a5o+H^OVYHSZj#)E(|2t<Wf@TL6G-nZSqyM0kM}%6fx=m>2Vb6
z4<218tSugOlR5F_qM(R1>j(rQOlI_gT!RDwHx1Qa3!<7U@q-C9+)KzlL}BGJSt6e&
zoWSyEv8jB1`1~^79btivacU$XcRu{+bMl)zJpXa8R^D6M#a;sg;kaRb?YBuzOqkDV
zmIT{g|LQYKqC2^46M=Vv)Q!5VetoKqQFt4F!iMUsrn2Q}H&fd|j62>ypRo}{64Bo5
z106PY1Y0wLt$8Y7YoZf}CW1Vs@r1B`f9i*S^yB~dH~*^h%fI<Q|IL5<ufOx#$NuhL
z`_^9?d->=7myiD4A3ML@PM<KtupW6@c#N!Ao+&GqNeNLCQB|-L!exu#bW4-rpd&Ke
zNC0a>U1@4ajTjgW#?L7GmMWRG2mw%yh)y6~m5_%&!L|Sly-c_ST5Dhckqn|R2*QsH
zl2fV+40NC1kz3yJXFKQzP<?REg*&++9QldQ<2d#c-yt6Ti5=OGSk};W0K_zWUVa>U
z04nE6>H-YJm~i!U(5A?=iVI96nqBPo)HmMj$)EmCPyEh;NWwr8(vYD~n4eS~nh8J>
zg&+|EQM*U<q#`8<6`_fREdWK=nG)CwGyeT=H#}3Xeps?+2+zZ(F%)B(qdbR71AsZ7
zROrn#5!$iok%|tcgg%XbKF<qE8S(}iDgt+Kn`McJTmdF0*=9KpTQ#V!Y7Ufy6@VN|
z-z#YHU@y^-^9Kybl!jtfJ0=@4$8e#X>%j$S8_q+dF>C_88PF&EvY;Suk7x}0k_cZx
zU$x3UZ`-*1C(sC>O^4J~!d=NwUkX;S9id8<tu`-fAH|_i9(@!nNU#dSSV$a|kkx@O
zIIs-;i{u_bOPQ2tDQwH2wR$jv;3=ib*Cr<zgmr}0ra_k>TRs4?Li$rOTjA*uYlvY$
zt0?tDauX`MmMbYk*dJ;A2JW;^8XUO(5H%>I7pXBaRFhahE9dh#y0)aybHb23bBHp=
zjUPKYEUW1NpIag7lq5<DHZG!=FgI9=^<hTSs#R%Sw)S1P$H~dG-D|WFfsB0R5aJ#4
zNvM6{JZE`sqqfs&!KaS!$l)4^xazK)71VoRCg#oUR&xab3dpro`Zww}Fc?q<@h8lK
ziu1N_Ayixt8Tt=;X=;-)JO!Wd)bNK}&{RiDNt&W(&8lTk(~H!5!a+?g;+Yv%E<<8C
z6l<5E%Q6V4NAeXd8LGrszkEEP?M6aZfO#l}(jZZvQlyTvh8ZO4Q$N;*Rm@P?`qnX9
z!)amB5G1XM_wqP-4{02KuB>KQ`F#lV7vn~V^kQSsj2&aOST1+of7z4m1mbDflLf?7
za#$f|+!axFA&8&-RezI#?7?tMkqe~5!_ElRIb|10G{5+lXyZ~Kp^F8#=uWfHeB(qC
z3xF0sOF9xt;3A50pQIxF+;5qidenGU6kV)TXSir}M@4zhLSUn*-*{N=cBql3Y`_f`
zre^1-rz$h^oRPaYi%n49USp<d{lhfbY;l-6m(=D=klw&d)xRN`vQM)yS;8l`YO<M9
zzqU+i!fY*<&|s<U)VF#1w94~cnAH&M`WVJw^zR%cBWft-d#O+<`m<e;M$>5uEQT4q
zeg$Uzb@$*Jw!coZTPxeG&JKr^I=d*+tZyOy4`@{07f6v;=WC@e#hBPA1D6R|gFumI
z7cF|KkW856+go^sh^2@vyayx|?CZ-;9fxVB!`JZ76NTbrRpv|8Vs&!6G&5f;FU(e|
za|_dRt~<4`P%M?V=PQ`F^6zE!d78G(w!tFzihg1*siG8Z?yYE&z2d;(g(IQFQhcLV
zuQ^TTaXyB}I^wbJGQk&;2$mggl-w6%Xf`^PTGOc`g<B){b`06aJ*Q&`99P<X*WEMO
zykxMUeqc#o4?VZ<Y;3N6lT+Uar*0mgr5c?4YB+goah21~`Dr(xVsW&=ozZwQ!Cu|m
zn4g_2a!#X%n4pQ;qFtE6D0i)ev1E4ryNc+HC_hm2mwl0VROsQcT&q^mIXocWj3G6W
z--$`S*>QJT9e<QqF*I@*eam$^{y>Q9;5)(^ipPM_Vp?u;B1sdL`d_ugdxjv?_1Y)M
zrb-)a_kJSb;<neS_qwh@d@+&ucB>%<agh0iM0zpe49;Ioq`cPzlvT$Ibhz26!P?2O
zYA`l?BuIL1YssKXZZJXhP!Gi9ItfC;5K?`RS~PWoqBFWck8HocNX8#;HF;bZ4V6H=
zL1S96F8IwFL(Ky#G$hiC(0o)8>C_~7#b{<@aZ&U94&De{Ib#N@R8blyzw6gVC997m
z0yI<d7#$fT(%NZ7Xv}9tC`7SMW=0nVXu`bo>*+h@@eRfsz4iqDosj;E!ux}qp^Trl
zEuKD_pM5YpU1)ia3I;(JeIK(S;CJD(TUfxK<EYK3`g`UpKh@rYKC#vP{sdZGo{;;t
zyUNT>{>rV*gicX}kq^%4KGu;DQm3#KFjf+O$s6t0Dz4l1+)pvg#1%_nZhD><Fy@l=
zldJl@LsS(#qC17u7RD^t?KbK(NhD65*n*mqLOif{Wf({$Dob)J*yo2Ygc(i@ST)Xf
zzS}4l+MPz5oFV4z`NH)4_WXi7?I?l!rRy$WhG(5FUb)1x)&OFIJX8B-oP54`Q7oB@
zf|gfE=ok7(!==ULe$C{Fpqf3}r*VeNoYT0-?WvMkzX%5|q7NI%kDK#E#RaybDuW;D
zRXvn?R?#K)0WsK6M4Cy+(Sws;>2z?}(QP$-9}SgsMqqv17Ku!)K81ncX$00&mV&2o
zpj2Ic8U?Dar*dbQ0QrhB$2u+>xDOr<g!Muld&MdOvrg>S_So={%bpsDL9z=+VIV#z
zo%<uw-a@juMW8cQahKZ04XjhfMQY1hTHF+8PI2X8$*E#tn&6Izoe&ft<8$Az7ONP+
z0=RR|p0*qUZnS=~?0D<F?k7&?%RdR90GeaCuPqY_q=p%VGX}1AYuyiUn^?hiu2$~V
z;RewXjtV4F{QxA$M2-vX7O-4UjQeTN(IIxN-P+D>9Z&&1y1K#%oZJs!M<a1k)upGc
zOh@Djc;I^|IHKMitKs6J8TVpzqmJun0$8OhW*~jGyX50>VGCD*Zr8hD=W#i`Soc~A
z`II?AK8bR9p$g+tn3$>>U%;8Ytt@<q5n-w#^00-a7LkVmB#K-BH>Epm>!Cx(AlwxS
z$B_nbQ*phG=(=ceR2x^W;}&g=YiK2>P7Nc1brF6hR0H0=)28b?3Sx}waHrF84ur72
z847SXl>~F}=@(U`8^MPtQ%UPdZyNz3s{rFG)ZZj^t?Rk<Drzr`aJb&MRdky>xIKq}
z;$mOK$7*-nf{>~W!=D0j7etAO&y4;N;aAA{29?fBR8UdDs#A6u;xl0Tjj_wam#1Ye
zZdpxTt<qLYo}DO07o?x1e_{H7!$f+P<Wy$%a(NrAJt60uXO|mVbC8giGivMS2%Vv>
zjif!%2mDq&Uf5tr?AHsxA=+*|Dv(oFxm&2#+<JxIv_olFt|1q0xSfdiJ)S4HooLtG
zWSjNVw6?+0=%JfT!vYNYsXJ6abR+la<&{s?Hg4LDied#Ntk=bCn%Kf8AVAgQ_xLe=
z7UW3cjgBn>11iGTm=L?gT7iD}OmNX5d9Op&N%4hLp7Z>CNjUj!Nh&|zD}K7z+W09(
zPLU!R`02XDUA#$KG0$({c5Byvu1i`aZ^zQSpQ0NeWdE`$pgTRE@C_FBuCqTkUwlA6
z{Zv(By)Fc>Ek{_EBP`1&h-DesyU`sWtzW$STYvA`KU_Th{?9)=H}>1VSZH>eYhV4N
z^9#T5U;XLZkACN${Wsq4{tF(>@t;qNA^$Ms7&!wxOU?kNn-ZK-xm_~~)RaA$kHflD
zrxkwR#bRE<djL9wSZqszt}ILypv1(ko++>^sr&F#>@E<8J}L1f<(V@Uf70S3qkmkD
z1(p+<(>!eS?zB3-mw+(A!#_Y9E3{RDYh9FDxJ!8nDiwruvy=k_z1jd!M<##VgaV;X
zM$m*Au|S8@@idKJlXgk}B8x|RDo+5Jcbpxx$v|gOIut|5ox)w0q=$j(K-ra>f&sF5
z$fIjMjITM2BkWPnu){gTW;w+QAB7>DV+T9P9^oV_1RnZXcF2d>@M$)mUlA~h3fqry
za`hfw8?f@E7N5K!-I6;|pjOCTIDN)$<u!%5hfn9tJ9?cpyp=Z+cn=?bq&M$6fp_it
z0dLpSh4DA<>2!%(`SfhTjlFUlfr4Bt=?W+?2yJ<z?(D!T0P0M^*+k;CRzws4ik{PP
z<aovnyHzH)ZG@(w4pcyfm#rHJY~l`rW+_x7SfORaav_?jDvqzFNugD}8Az4h8I*KU
z&}w%P3J68wTn>kWm;-r)@IJIq<c|<Edly4kd8PoFa$Xv|$Hu`O*T9r<;*JZYlsH&Z
zDIuSS1$#kS%0oL+@C0@ygpVjrRL+)n5ut)At$pv3^;4p-)n>WgtGETm+q7g}k+!73
zIMvudjU?Z@U2nP9wkfjf_woPIQelHzP1M>_*p@=rD#p-7F@}_!?Y7a#%gZa*@7;W`
zxV5pqy0n?ks}+J?ie61b;@x!}X{aB>y<|@$y49r~lP~gt-l3w7o4svB{pD>yP(kpl
znbKb~Z=8hkW5PolyT%P!q2!hpCi>jzWRIGea8qR%&>x)_RIs6Q+#!%6hbcz(fSpOr
zgDS;X%m;3=57T|ZJRleVHG81eBw6F^<g*8AP33Bs$PbI7ZylfA=)SLvreXYJVte%Q
z`MENO4=AXg5QwC&za~vmK4?b&1}@yY4{_lRdmGqx7b^>usY-Q{7ao>3i*0urY$Ef^
z^(jx&#eZROQfxJ7uR{uZvR9`XmE7W#VwO-gYu8?bk^94a<ePy}{>=2`%tCR2jW5&E
zw5ZJJG~(O2g@-j4f!8Q77+aY5ioCO8Pqzg!`x8N?cw{LiDX$hoemS9j#|YC8U-5kd
z8KHa$(M*fegs)h%RvNXswfG2rrCy7Te$UO#!w0eMt2$J<V{ybG854g7;0!NeOLPtY
zD@6IrRGg!Pn9xlf!ZC#U0ba?7m54TmZ8gPntXIVK@vW`(HF0+dtI2YUZc{tT2KU$-
z17)Jap99oB7ojMxT3-ux=~b)JarUW)t*-zn0L5HbtW+*o-<IF8JJa8%@a;R}ifFx8
z*9k>4p+rBvqv@u_Pm~L;_}BWUzxbE_>3{rpz*heFGyG)A`2CBZ0Dt`ids>;T7<@!@
zCHaWHvU5t}oh^_1J|lDR%h$y5F{A_*{5X8GlUN>Oq9lUP+jCw+`yq|_4pPb2p2r*A
zdUEPvTSi}sMi`7P<VF{APw+x6=H2Pv#ch1^;`)E~pnUU>KK*w;v+;xf@9)3;8^7>x
z_Ws1bURd~pv#)*n*O&e%GI#?IhH(e>wD1_+#XU=RanJv<1m=<&Fa59HX!-bDIt^dM
zuGv7BGSUXyQ~{W|+^Gq*8!N96(QS~;oKSxm<;$;9bsKrCw{VdZdXSLmv)b*&$|$#h
z2}#DjFqy*GEcPMd9b_sQ5_wzMpHA*Ilj+0;G_R4}Ou`tHH<iq{w@ys#z~CV!0PUuk
zhmSOHC2t>eV29fEha}X){Ls3Xd`dE~uQYqyAP}C3RIA6|<O(fVA#@$Ckni$R8(!!{
zbjdz1sYQmRveF@EK0=u=R^i(UF|mTj98$lB&|Cx+fgRyX@a90Ih?|2emI4CuH<=Q#
z2m49Nmku<e4id+XMYraB)IJV1fO_A)Wh#g9816>fwI->C6~RfNGT39w_H_3Jm9+pj
z8ReoBc&#7i#}!k+RP|@Fej>XDJcfs%wLTi3p=hj!B|>)1VqBBNYpSzrz!P|ee2}gm
zrR$}8R%pa!*L%lFs3B1l*I{t;HPhJvY*J-2wbGA)<<Z99kBT<>@aQU}Gay8i=SeT>
zui$6#7=S2K(7n!<=h+fj`vYWAK&Jp+=vk6bj82dL!a9>=y>m+02}Q;uwnWPB3#h?4
zQV6M)wXYS^zkjy{=af5uROmpPYhAf(^Y?4zTKB+q%64y$F)_|BHY*3#&04)aZUyo&
zw}j6Rmf&O4aS<#<gd#?i5b|XKCZq#r5(8#ZW<UPt7U2X$ws3GG!3s<<Ldm5iJ?}WV
z#k6bWpR#?BC&!+)0|%je{%h8syl|t}EYmeQOgQdzT00%50Vn(&iHf&@{Z+l?09rx@
zin)ay9wLDPYy!FOwCV>9!mX@%jX!yTg32KBWM|L1V|@eu+Q7wx+swpb1<o~P6uep9
zZMEtoYkYwd<5qEDVJ3f3#9u*(pM7`RF1uyVZdV@JZlyQzryA|=PPBX5-h_wii{_3e
zINIdcdG(T=4@SgM+a?d1=dTGrpGb=WRRsRt)<sBp0e#TzwCXmXIGl>TMa?cfxG!9y
z{9u-)i^eUNJjVo{AXvA`H4L3fo_w*yCQ~Aqh^`_-6LNbJF>g!)olUY4Zc%x29Egfi
z2bT9>dI;aDCizIgOj9^*!D+^7?KjC|Ne>g{0ft&sfTdDv=HY|{G2xpA-zr}=4W;N>
zcp<^RtbQQGBd4Za04VOjC(a*_gxXA)EEhfK?^D`OpeB1Tl!UpExC-#lRf}~@sV3Uw
zq3~|2bpzE<IHmx1)b^bi?6UtvpW(U!wV+{q4NKxRV5i~>^_*AeR<Ci>cnolgGfoRA
zBGP3n+~OFd==n;IhA0MbWR#FAnykF^P&1l9hwwS6hL4)z*4$iqW^#LWe!+3wxfyq1
zt~xb0IX6?POwGBIbEUFg(>Y$pyFC6D+vJ-e8pghk_C?Sc?FN)PA4f$P)x5H30y&H~
z;e+RNdvKd$g14B1B#`5Lv0UzH@2Xe|6U)Gt!sJ1GxsbQx3R!tXeuPZ&P8`W9Aac7{
zR+%VPly&D|Tfh0<jAL{6{w8zyLPEN|bVt*~iUJ<?n)5v^$`_LuZ3=fSE-$v`cVWcj
zyEey?Y{CVxtQ#k`-kV)4C0tIdID#S|HICoWRZWs*ko$h8hDn-Qq$Dw0^Gk6>Dl)S{
z-%Ftj$|gM;#Ve!LfulINxcXyFx-@d?U6<4Wx|vvZJ>9D2Swfz3@$aEwHT=bp-0>rD
zalCQ+Q7ScHr*za7R{eK1h`x}DxDnGOiVOF~7XZBxLj|)AALmaGob)fuGI`6Jo<Ew(
z9RKVg2I>H)6iM}mselh_o`8k%aj-XrP%2kCU8{t>u3@W4=4`CUdbisF7JH}B@d{-i
zIAbc#0r_saGCMOlKR2ryITMlY5EkiGvq1{wR-;W|WQ3H-#~nJR$v^!LH{Xj9grD3%
zf@I<;5r}vV6z^)+vv0ahMABddUT&~*v#^wSQwhatBW&HI1J!##-m;LBs;uX$*jB3V
z+>yCFJuF}==jtR*d%g<O=`j7d9oc>b5nd994JP1R@{BH?Y9;H50DqMucf7mb;@te~
zb0O;qC2i^~=w~T~<E^?F;7GJ3SV|RVtd$CFZmmVz`Uubyy!*KjdTd>B_bAynp5pWN
zOCd@n>=|HRAefmr&#Fgf>GKq(t*Q{sUNvh^;hFw=l3`9x!KGBwYVZ>S5+wkXa)N0I
zjaK>4lT)hVa2oI_3aK;?8PuwkN3pzs<#GbcBpB6JRy(jFs|6?=5?27KWX_xns4{^Y
zkgRM%rep-3(!haH!f|wKGMta)?baGHY7UNS=2FU<3)w-(el-x(Mp-F)@Zl=&(IFNm
zGj+`)&^zb~M*)NY?jOc!6i_3Nvvi;Y9DoDA;jcH2E7<9Ap<cmVtPl*x=8lJ00f@6p
zfdo9Uoevzhk*7olOym#M4kdPaO+re6-CR&Ypn7l&UkUF5FBnw>Kvr<<7IhFOdHN-#
z@DS%i#q%KL4%mOUM`40R^bjiMTA)HA1VQPV2w59QQNu*W;+VRIQpjiQveiJ>lO9I`
zy+9X%wre6FuGgbOr(2Pdb}6hdLjF>i1Yn}L9pE}pYb%*aETwK>ppr2-LE*iqI$g~<
z+H><#$ulfBwAb08-VcyROT<#DPkw%)u)Myt7D{|lKY2MYOzlpow-6uTS<bhhhurlZ
znB(CA?@of^>UUG{@#ps!Z?_Em5`kWY=ZD8H2`HLRia+#*LcjuNg^ezry+Ch?7sNwR
zVECa}_SHi)v!oOviidu(c&0jnJND51q74G`ibda`pSyKvzU%`>2mL%_Kdd$EGS-|H
ztAk!Bx0=-&?|t&*ed$en&4&gVlTVZ}fhzfZ`OqAkYDp5<Dgg6wwlxmwOB{j<ievbu
zvB~r+hBIO?MYqt%&~aqw_yi3dQ#Zl-#bW*HxcB_8|Eu5l^&20aT=<*+{%`!^fB1WE
z{)^LJ|I6FoS?s;`$G`cPzpICD?3bs-TyYq3`1{+Esm(~U-cWZMc154<%`i0gTb;d$
zyRHWa?DFo!;_~91Eg(KMp9#Z4H5#76HdAk=*Z+@@$z#m&9ya6(><hy-kwQxowptVR
zY9Yfe88vK@Ng0GB!GJAvC=45~g_2`Vmu56lGDkCxlSV*NN)f0XSr1GT!LXzQW>%0N
zAsf4lC+o1u=^@W*;gF_7II|&k-Vjf1;AW^V4|{GykJp_p5G)(1CpT&Mx+M;CM>@XA
zIHTzYI9b?ZI>qI~R+jNdIfQ@t;fK~70%%SPD@8E{=pO?W2O&oi)236>W&x(7`Gt7S
zr<5m9c;Yi6j9_Ac^9a(DBq)kYEN~u|JRuYZU3nlWrR0O4a|tzEfS|?1G{iqj2=mH8
zUP%>$i(dHhgNg0$>gkuip~o+|m&X@>8?S%xYRZY`Op4jOBVTCWjwjJAd%m9?Zj23X
z)&-TSozD}(ga!R7idP1)3^_s%3^VzAq;v@_54ME9*@wvv=`?`tid$G|1|Z%+RvU=7
zq%k4whrk7f*$J*;S=U3R@6u9&3sv%vmN`zMAaQ>Qr;aY6l!!Fk!w_hCXaYeSKMa9p
ztX><4QC&FQUL+W0(q~EiA^PnS-T^Z(mpgJdt47o}2&Uv)ogUR>(5@Y#Tx1Y#4F8Zo
z>Stgw6siSevX*NenUQ%y0|-5<(1=n3-hPqEqSU6MHK86PC1I1Wx}ZFiDq6X`^rWSe
z)Uv|z1X$JrE}NB)utUTBJwTsDAwMb2LbiSqN=h-6!?!MjS1il{8#q`65TtY@rP^sV
zF!5=IlNCN<ETd9N-%8P%Bd#rC%TwW2D+6KMftuMNL~1g-s&Wysa?lDBqBRuE!q`jV
zPTL4?4FjbPtdV+kr{f3VRd2DI^4jTQ@e;-{H<ehSXlP@VGL+(2ji{qq3UnOsbYwZG
zs%cnup%DXrEy#qfBhxdic2b?5r3iYZ%DEKj{csV1!GO+HmWm)t@^`>CpM!X_=L2B>
zwsvve6PjweT?j1Tx?vFoSdBv2VaO)T@Wg=Hb`ca9nBf3RCoMJv7eLzx#6w@O``mAd
z?ohZ@$V=G@UCe6vTom5ub)`L=`v{Op9u@-NkRyUOtI1*RC}G2;cD&V;k_6<H`g#Ec
zB{u_!fscbtWK|ukZrFNF1AyXdeY{Cx{ZW=;%z*U8G%*yGZ5nY)^kt%gIo9_?WKm{@
zBDyyopeeQCooG~wmW?`7`(E^KV<j?FsLIiX!+MGAI$U=e{S~?Flb~jCvY?PB4v~T`
zJS>AFP4wK11o0AYlz}9%e)^~7RSZ?ZlnL+TSXivByNkCsZ*1IMU%9*a;Ks(iyF$Pu
z!O_git>y<<ynq(H9}pat5Yw2lGS)iiHesn5gOZhU(<slK6H^)6Xxc97RvM&@ru{ZD
zTS(ldCw1FY_O6>^q2$4Z2L;}Al6j=}=^cnp$KG4!l&6KvgKtV#XF5=w{Z>+CN~p{L
z6;ct@34)Zy?f?~<<O<P=BU6RM;1>fIBS@OS(hOFUxdw2Li?H*e=7QDDC91iY;Nh2T
ze9aXVF^hBpxC)dSvk7&Vm4irfxU@6L;tNMJX>qSu6lR_pBSl&qnS#aKT)Dk+cXjE(
zGXDK!_4Z96c2w|?<p{M6!f|rbD?#5A1yhAc3i&Hu?vN0-7B@dySzB9}H*1X7m~7$L
z7XZ#?>J<=cU#zMTM?==dDp`0nvbm44v<!=&yWg0)eIzoirQ~ifB#tETZJFc5QASU3
zNt?Y!A1SrabV~9^FukHOwW(PHVM`rbfh{_G+S1Zj38Y73w#k#wkb!;)S%1YfNQgvR
zYCUU+hbvic9kQ4YW{*prW{YTekq(I=_SK<_q(cB84qX=W)<)j;CV@?+wiYTE1BLkU
zQ2I3n4{-oT$rO9jSeMi6$bhL0681eEDqCnU)KJ<QP77;kO>fl4$$LoS_(#P*Rmb%q
z`<55!3fs3rNd+nlSj$kZlQ3m`&d;3UW~uKv)t3yW^Qofn;@7`OrcC&RJ&*WH7AQ@Q
z<l?ziUhR6_0}&l_sxawn&y=Qg)asNZEiAJ+(S=nW+>)Myv6F8<^rE86Z^1yv-jXEh
zSqARWY;X9Cus_&=-)N0gXj+^MOw(Ds6JG#)-aNx*Jwq{B7=1ONFl=}co7$C87<^Z!
zT!vx?WBH09fP%{&q$!iLpEnpoV?$1rp1tBnna*XYOFt%W#}y)i9JAGYregZD`9f?#
z@boqO(6Ur01E06zirO*)qi3p8UoNki#gJV(G{OVTqBI5<;+P8$ISgtUXL^uPmYtnB
z9`E*=@G}{xPHEYtz`WW$-)q($sX83vhx{2#RL1tX&;ogkZ9+L$Lip4Rci|!2w3c?=
zcKyKFbF3@48*r|5S_MQkuxrg~i`@>gQ|iW7UoOVz-tIMV!C1j$g5xW02`1F?9>|LA
zQ@8B}??q$tO(fg)k7wnf4Ewpco-gBGSxNK3I{e2wxbMIv142K*@~S56)bY-tE0ijL
z16&GysmOmI-b3P|2wv49XE#hLE`c~eX?~T|=}^-jw0dM}4;&$vzSCU=Jj5w8T)KDY
zS_RJE^4G^bT+yP}%6k)=<bWW)lFbeb*Sj@f5D00V=0RS0Zwuc6T*Zj|@(KU}P$55A
z+=C~s65#gArtK%Uq{OO9+$#A;K$enDCY(}28Yg2jCI6x?R&(qJ-vq;%=_dc+)I9q8
zc(8X~-?ecl?}L8tF4Ym#H@bK9Gx>#|j}?~hZLU1HzjS|fdFxh)=t=!#VYE3n2ffs;
z{n)gWdz}upWA>tV&@3y-UZs&Lw|)RA>0m0jfRGV?FBwTo{&arRc&vsZULJb3o8yI(
zSDFuFi<27<l@#A4kJ`LhIBS%PA*ynj?`$=2?YjW|z$GicTujDHat}BEoNkW&rAB29
z%ZFla8ATe~S$nPKbt#ECe2_pV1EpY*2u@kW9fOOzjh`IPy_P$ho9CZT_><2vfw-~n
z6z(@$1=vQwSqH1ETfm}PfZLAPGb#a374FA-ksPuD%Iz&T2Gu78R)sGSP-adFKM3Kc
z07;+I-a%A|Zb-wugDLq{E``yQ2F#M=`~rOMh$#X2`+u7LwN|@}3wX~hz@&%4He}A1
zh+O1+-OuRDblmGUh>(DpB;j!!ef>XO#0y<#XUDCuIFdF&oWNl^oP!&X%Fx`!#s^X!
zkFTFE&tTv5l7kwGzd)Q<_3Sj8eO1&0{V{UK7`bCSL3fPMK3~rcYwMT)!LKg=?BzfF
z^jA9H{U7(g@Dp$T*RTJ%gRgz>fBJ=ADqQ~OvnT(w9<Z@rhT-_|wD5Qeoe5N%k0cww
zX+^F3XZAvV5p-p4;cl6(mdElT?+lqJPLpF{&kLDWB-6+-<0Nz0DvgC*1te+4bKh9N
zLqKN5zk?nF$JC{zW+1-|a5zlh(50Q;xRv?Hn80SRgX9?dt(dULmbJdRrBm3WMb=YU
zVvprxk(v9eDaOJsFOqGRjJrT-Ym0EUM%!mq9E^n>TqKXI*_G~MjAH%zZZ2bCmm<lO
zw&~c7Q<1fLr9c*pM)OMlg|RrZ`GAo+9NzVAW-LF(@drbg(KHJD0$_Ab4}8?<to0+k
z3gz^4%t6wuP_bkOLK==olx&*m(r=2S*#@#Zx&M<DI?*w{9a(+~8&OzBdIa@WhYe!0
zQpbr&vZ^|;zP)Ub1uzw)Y%nP;Y)T-D@=rhG;Rm)l`9u={87bA8DM>-4WRy^y<|2g}
zXSHZ1BT-%(q-AFbSl3VOL9L6?CXAisfI=(R4<c-|VqNHmlar-NJSAOfvXco&aZjm1
zb4*Fk#yR2Re+)Ny_>VRi9qyw~`D~w_ij#jdD>qDXioJq!e>55W9s7_p$@<ivOd$^a
z(PVYzk0zKSMIZSi4QEn?5Bzet1dUE51A)~}Bgy=OJr9g^Eoo~vqXfd?(WH^zK?y)#
zMOm_E6>S;jS}-j~a~N4bOV+0<nk>T6DdK>!EYnM3#TfR+Oe+qiOr$<Tw9Gf|oJ_WC
za95g^RfC7sq+%R6;WK|h%<WLLvA>{3!<@Sf=oH|K(4y8-2KThWQN-OIVv<#Wx>R=#
zU{c?-W~U3=(EgIoFBG$7g0mzhwd%$9=otrn7e;jAfkXe!PD`^o@ub}@2Y!1~3zLtG
z^iItyKLo`k)urO4B4Jm&%kr5Ol})yUZU|X763aB}A}hmKw(vG;)OG+Y+V(6mSS}Tl
z7$nGLb!)&>g%Cws^#(SA*wD$wvEDPo{gQzpOZ8n($rCawG<2V`%4}6iuN;*nV(KVf
zM^`X}7j)N#?39UDG*kfwh+!>m(x{6C5r)}Xx^rh7xWQ27S7`11#DV)2IjoH1t=NHi
z9+|#T0zD)qWHO3TOYRn`-$XQGS)Vlh7gI>>*VwaW3il^68}uX^Dg4+GSQut+M`AM+
zW49qmuymC6h&ODzc|?|>zzK^-VJB?2LK>3n29?oKB(36%puR(3<{PYKj}V+DnQ5jr
ze2zyNcb_YhG*(&%wf>~(7rK6}$IiXk1YUQi(X7KR3cG_sacbM0DsRv6xD$5(gGB%~
zE(1toE=2JQOo>2{i@g>g9<Sm5V?K{B;`RVYqqsUKi=e<o^4~@b-G%vbwK7{~+3Bu;
zRP<z~WthgD!()VSAn(s&VY)nBWqNgGKn0#Ay}n=ItKFTQ3S4>S?S;bpe6c)V(jj+q
zfy)ERG_WO}vZ6SSQW1sMFZE@5wL{W*$XYBcOis_Rq};uIyN@#@o76EyF0EsjC}YDj
zd16a5L0Y>qO|o4dQ}AbUdoe}ACpTxG$&lQLDQ%an$&y+srGfgkOLB7r2VA64k~1pO
z7y=r#k=PyI|3<G~gGtYZ*LHxacxBh|dR4bxzt(PfUAJXd+^gf(C$+sUTxgejd%LZN
z&6;(k=60)viqmwjRn#-P)!6~%Vzbh5_pLR;2-tO-doAk<bS-#f<Dy+Xiei+8tM{cC
zbrA&HgIp6d;X?GU-r3k({iclVflaLgCsqYXf9%Tv_>~=OhNaz%Q-*IfJYC`03U!g^
zcF8SS1$lsxj(32{H}XKed{`qVZ1OO!0EV?j;Uf?lgkx_|lnoo%VEc(93bnxmbR#&C
zitrl?vkMD|{5`j@FkuN1u|$+6C+Dx`FOowt3SM1VS+VYLoRSS0WCG=Hit^zDjmzMw
zQ%1}aWLUzLbdMBzd8ip`omR6U{Iv^`%VxJ?TgAyqte7&$hadX_-n<N8DSgoC@Yu2L
z!=$RUucI@(APZG(YfZs9c;1<unJ+F>CTF*+Gu8RxRJA-=DNdGV=I6Hc(pykDUX=Om
zJ1x)ep*PKk_Vt6Vy9w-24HKMGHI<o+bo)lF?m}_0%U%6OfYCByw3IO<b>xBf;*$-I
z%;>EI${YHsHYk%WN_zmY8AM2UpHQ@bDg4{PG7oSIQ7gmnV$ZjxeLtBbrV^p*nhX(}
zrP8ajNk?uxg|DQHVgIF+Om{jphCR%k3()yyFS##-6JiQ^Cqg6IEjT`22@-WWEw+!z
z1(R-+n-mO6{)Lh-lyslH8(>JI%!`rji!oF&(!CTQTh)teu)kL~VoC_M5J+O!2fIO!
zs>s|p9}pvk(Q841PKy>lZmdu#GBHNtV4FanO-%Yt3MPvY>h*w70IY)vV_A>e;C$b7
z8%}!{idhyql)MX&-pabG2WGIs!YNYQKjnfefJ%f4R@*n_UJi)1<u=+}Zg9|2N=!=y
z$Cx1MTmLO(^}_`P7a>lKDJ-}YXu_BRL$!ilj0<};P~Uq^*n8>KFqjMYKzafO+k#SJ
z#N&Niuuc565-+tzi>=#&by*H9YXQPw7s^>2AP9~ROs_y{aPsjO4UhyYr<*lE6P$OV
z0RrhkDX~22*}@Ia2Z^6Bl@Ldb2O_peac7brh0-2JWR=-qERVFvD&}!ebuzd5tG71I
z)WBhp$3y6ovko^jPDF~3MvM*HPTlgb6g;wd4|bZoOdqyg{osTWH~G+Yej7VJLW^(i
z;Amb1QUr7WmC1^ua=u>03%HGKo^bgpA#tuWxu6nXYk38g7b#GDxC=A9WSt|mKIub%
zIZ>z-HN#K?_Wj8%{8NXRfZ1cZL|dGmBt(u`4UV=Wl){xeY{Zy19+tZu>bEHX0ZtaC
zX6L7;Dl=@Zo1Us$o`rbfq1dsL_T?-TKK%GiMR-Q|=YOJT)Wd8=#AJQT;AY<d5)q(=
zuH)3>?~8NUc=u)WUSdfyNTT7Um#xIi48NFM@@DOOJW+BPE1Hd4oN(B%yG~<>wT)%?
zW=w7Af?JQXY^~de&8uc9H$$O;vXzj+;(QEuvdI{<uln)%LR>lPJrN9b!1l_(N`#=d
z<;>-9O13KPFty9dFVK~$uk73I{(v>?!{%+XErmV?`XyWVPYqa5e@=m+bGZIWVId;~
zs(zwVJY4B?0I00XL@JYa&9>4d@K_kIxiT@6aSc_SHlYxrEA9acO5+g_g84^w@fnxc
zOw43Ru~3Z;*@Rhmy<+wmR^FN)U^8R2k~suMyyShzn)K%s82I;KAoIx8N7#%NNnsIK
zaTWK&tZn`H1eRMa=Wr`QCRTE)Jg;WVi^8l3;iBOu%IYC~rFT~Nmt*k@Ci7%_5g4aV
zl{EZDUQT>|AC7kF2XFi|F2fTl^{gsCvJWMJwC0Yb3;93)+{N-GL@OuX=QY>cg^g9y
z+p8T|q|K)=Z6yg%x>&~%>A?C3`d4okp0DLyP?T`%Ia%^4_B<ll?N#7F-Fg@yh+Lp(
z4yppbrc8pYH4)Yv-n;PIa~jqaX}F5t*VJ8!xRXH;>4;EQ9P#Yh9t&!hcdw2UWk@(h
zXnT8gr_yX47*{tSkBFM(uIGc8X1vm=Un_gAjWM)OA<S*3$A09h(g+TRzu|<IgHIU!
zQD`}Mz{#&C{I4fDB3&NO6fKC}OSzMJ7(BK}rg47ke2FD9q&T9#-?y}o2f7~CqVRJo
z)oQIwU?kRJrvno~DbjQQCt`{>EmtR!wVO-VNQg@YBSPGPUBe#d8vGwC7&H}_6H;bi
zM#I+DYRDa=h@@6)s9%>5J-miQ2XWL9X0F<+!|J=$#$6gt=zstge6`QJW#?`3U&oD<
z2kcm3rifAq2$*0w5ry8)fBS;*O1khJ>pCsvzz3%L9)TY0bYSV&aXJSa9xjx}RtqQc
zs&6{C6cxVt6$kPGTN_sFKws7kKxV4Kh`a)mIl&&VvW*(Tz5)0)Tnz6AV#+~7e!$5e
zB#EhaNbwBXyhW4w(MoU}sp4)?1YoDz!)uyE2XnVAv-NaKP=hz1K8F>(`$)hM0F$=~
zNMH0ALO2l8G~5Z`86Byl+E_zG^-Tf;i%Us$dn&ueujSS*g&RbPBATCLU95DRYWI@W
zMSOW!Cf3PZwJg-W6wyy~sboQ=e+^gAz;OVKgRzM5_x;*lZQ^#XK@nRYsAcf-gT)7*
zh{5q-OBKLthuEyb2$K2|+YdS1^ovbSiJaluqn;cq;w`{0f*dO-0$Y&SgFxUUp_C5B
z5jFGK`S3?^sp1G7#rvu-vL3hsI|@E<1ve*w{SA{CC)_|2ak_tI3+%vDvg(w;=2_32
z&~`HW>4Ya|crTx2%ba##2s8k1;EV<cv>~Sl+c3}wibOR+U<}4?sFOG20k**sV-#qr
zK$-`7Cg^AK3qOCOu>8r&($>b^2iG_5-Co{&uyku>>7&gM^^^L^QW?=9BSq^yZ8+s@
z?hV+n&F98)FXvv#m2$7=z5;WvGf-H5HTQm)_=vw*%YIVEVc=8iDc)u$u;==nQcET)
z=Xs+N05dpV*eEGJFBhu7H9#ogW}($-!vTud!Gv-$Kjy<j3=+W!y?7EgmOOW|;<|0m
z{gk};l@l<ee=Z&);Iw|nNvD6>ogD-DF}WjDVrt%FvRUZf0DEGYMYOcY!i^LVN3rmY
z7ss{{)nK=Qc#59ietdj*=Q<^_x@)n%)8aK~)8*jIZ%1j!pXRR9WYC|tq7-*qt!`Bt
z&cqO`xeoSiZ2NRR%3*PTb9ZS;Rp-rU`mKX)o&1GpvT*p^?dgMBOf5Dkf&=`fR2eZs
zZgpyvn!}MWV;buQww9~3yS%HIycd<^HoP0|;65DtP1-&x!Y>5~$q7&F6X8zgHn;qE
z<-wY1vYQ<k5GYQs1UUt802PTbT=kRB_6ra3Q`<BEqc;9py2RB@Q#_$BEU~c)9kt}Z
zVuN|jMM%E-*9!oVuCy9reTkj(5*8tafm}wC36d(p0=}fyA-es<Dl!TB=K|86T!-Tt
zBE)K$lQ=%%=Pb_&A-O7C9KP}W#p^BH*LEoKn>GV^k){}IsLb0n0qEsnAFB1suS=>=
z#75nQ#RUP6vGtxnB=UGo73V!wuz+jQDRRf7l7bw0Kc^A}DwEEqw~H!OV2J6|;1(;G
z6ZhW%<fGHHpNHPuw<l99{kI1{IE7uq7qNSI8850gv3oer2~YU*geotvF?h${4XB7i
z1>qV^ZiBorz_g`dOMj;e1XS<9<52$2J+|EhkF>lGKR_>Wh2ev_d>jqx|M6(e8M_aG
ze+0?|9HbZNjL&-@F~MW8iTr&>@*?0bGg=NIn*P;qnK>hnCknf;2IwXib52ryN*I1Z
zznVr0i!_>@1$BB(CJp#R2r{~qXVLjHr}Rq6eEiOk-$E-N?LS8=pI&T6D_?lLJigyY
zS^4<bG+O!0{_$4@y}{Ct1fBl%qqy>&ReQcl3*j+6It&IEzB4Mp`@C%X%&wQ+tNS;S
z^!a?i+jX&hNPfqiR6Qs43FoM;*kByXy=Bx|H;un@$fU6t_yzm28fLhHq~o|eAO}a<
z$;Q)txEK?M3*0h^8mLC(gWAc}z~fidPg`Iaz>xHlnxk^O6O&|b;AW(Aqt!CHMtps0
zj>Q;e;xDive{36SehKy&;R6oZe#`rLxn)%yj3EkCQ-MV#<`}mCHG`fu1J47_nRlRs
z>);NuK_{2cM0m<i*?FPN5voQpCSv}1YQ`<M_Yl=Nfx#)yd7=f9PjCK_D*+I<-^f%)
zF468{F!~^i(ZMJea3PYQHM_?jXtDZYla#(kU}N86MgIgYx`Ym5tB1>Y><v`bFKU7w
znKKo-luT=;3=AA9fLG5K%h2ubAe!rr-Qd%D1dUd%zY_{WZv;s@f~0+dkhI!Tg&hHS
zVX-d$-tm9%AN<B2{uhlO{@Y)f`wKs8O~3i!od<vCul(bm{5L;${%`$9|NWOkLq7EL
zX~B~nh8+H)R5Be?1hi>FjJUQ_-UBG5UD@W>s~KMIJ_1fmz{k=hq_2s^<;6Q&6I%#P
z(dyi-?d*0Z;Mv|SG~Imwztr6c#jCPCK~PZ(Ku)!bs<lUw4bWz4WM8N(IonRX@CktG
zuonUb=adaB+Uo*9jexl%DklSS-bR2B1E*6NFOB8>?3Var$DANKEdbJh99I#sj$zxg
z184)->GayLXhP@?SPkhHghkF*?~Ucx0CCXt{35S!E*GW>h<^#|9GzMqCrgq_1FtUj
zy70*L1<h#JH<qV8nS||=nUx_=MteqyK_**3{+rprF*fS}7LPIc2Qz^j%P+Os2OXMm
zs@?k9l}5{?O2<@Ln~5r<L9>NamQYpu=7>~I=O7rnTOk<Sz7~r#;&%!XTGSKu@0&%#
z-7aDDVwZow!;P+fBbHsjrafr3+Fng^N3FwVkYo8}*DH5w0{l*67Fw3=H}jG0BYjr5
zghVK1y2gfA!k~tdJ{v>0G}Fo03<Dce_UEFF3j3Q^`pgEfv-C3=6%W+I=G(q_!^w!{
zWd@G=iZGs~HbT+1m_E-V8)f>e`dMfCl!;BFtmZP?YsRuXyai`0yP?>0(vm}$$Ur^4
zkHfy0yf<$xSs#8#G0F)v)w1+&cm)T3PutUh-?R2i;P-qe9UGoGgMhHhOoj{ahn)|k
zPltZb1{f{?A55US0%W4&6rfEMVCIazi2&-xp^f;`p8>ip9|)xxAKJ$9lGmm{%@A*A
zpPfEAhL4uaTNA_{Evcy`8VBNcwE^ctNITXpE`TY2S8rIdpnR))$O);mjKX`%=Tzbi
z0{Fh(f*pakB)mwdFmt)KR+_YsTGC4eZ3b5p=mRBL0K^->@lLbn)O}EI!Tg?ZQ5lFi
ztepXAOP(!^4h7Iu3&zu8Ck2aXvYB_dS!F-rU%E`M!2;ib0lsNt4WuZi-WAx{%dQgn
z2F#=dENiUHs{{dsOzBc{f5NUBA%rkVn&ku8Ku=WI`*8C~>NO-;0%q1CBSiF@Kwt0Q
z3fRmF3@>Fd4yZ1VIaq`V?*ZrCBddMva%uj<nSfxSJ8&qFmhvQ&B~DI)9$5L(_M9?n
z+}oQt=O~Ep%Ti3L2e5tLBeILcLxKASDZ@sUawH%h;|LS<Frgb00J45|1&@jvEI7as
zxX%=T3UD@<2pB#E>QO8j=wUP%{U_ai#25lY0DAGBh(=$aQmSzaYtRVwM8E>I)rQ9s
z&L5T~bmavsBow63M*}8C*O7;T%VnkLDUgQ!AMxPAM23ymBQXlQF!%qshiZt)Kz9{>
z_8ZC-VF|qjgFi7GWM)o*dSB|g{7g3&m$wYck6=wG0DOeuichxg?9|Gr?5^<$ApbQA
z`PQHl7fv@AGzKR!&b&=2#<LhmWuM=sfP|~Jnl4{V_-VxFhVmPsE~ECqI*M19gxvC1
zYOHYB$+GDaPj=~FEOW{xF{upK0>8)@0+>q~j`^vi%5i{j1G3Pq17xpKD`y~0s)O35
zu<fkyrHp46qD&_uOZ#*RI2)uABnhlHh%9nE7fqJLhqtcU@gSa$CR3LB=~PLDDbu!;
z)@6#+ViZwQDbg%2y<H?t5{I<XWu9AJLG5$^9c4}*uY+Mots`R*xP?%<vaTPOZcBKP
zGBuW#dcB}>nH<$l1xp99l}Z{JT?EHUG9IHPo#GZ?MZbbCC9yM<(^UOCj?k*gzg|WH
zz;@7{WDI<{_J%Sjn|O&-UzDUpd)DuF&01am;-x@dpRw@zfj0_l*kx51sovaU#e>|(
z`Evw$m|Lk-9`|l<F5XyCJ|RIKyxPgFO)8hw+gmGlZ!fMHe1w|ozKgv8_E>oLi>MPu
zY+Bm6b@yA=LqfyH%hR?t5GR+Yy3%72=8b{}ozflPW8&JF6H1i1)gh2fa4tLD@-A{>
zt5GJMnDD==H4%lRh7B?HCxAD_{iADj$emX2FXSD!+-y)c_I(=%dQEh9nw2K83<VKD
z9#LrOxSf$>OPqf~V-S$10pr1#!Dkvzs-Yc2#hdy7f6FqaMNB4XQWTTmn}Sk_2%;cs
z05GYz=^<{OW4IWmmWippiDeuK1oX&TlERIMX-BA3#y%?eZZ}P(B{w>~vZ1v3gv_MP
z-=74Hq+^nViFC|!US+A>Woe2RzfNNE7;mgdHofr2q$tB^$x)j{%NbsgXPW}Hb<v$A
z@v>sWRY+bko&Ht(&zn6U?|Kon=6c+QE<(k7N#12f2>gv-B#E|hq)}`hH1t+9mWcOy
z(L^<))V`Zqhh}I&M9)@=ePJ3wJ_1zzlpX!JoZL7N5Mm+`cOjp-`KN$YwQd<f#Nq!`
zskMNQCYX}Ky|Aj4qG(xV7C}s6R-KJWOB;NriY(rIPlw2*ej+Oqu0h(ZLG9)%lhJO5
z1s^d=S$}y7)RWF$cyDYVM0-aZTIF?(*K5;xPDX8!mQErrJC{oC(xiB3P}$}glg^W~
z>IEv^gQO?9Y-!B`%34GO<3<~2XS~oly{4`SIb$~*_<qwDoS$(pofL&a=Otfv7VxYA
zRBX8fzAHCM;CI!kS1$8G97krHR+V#lMZ$JI01UuhuMOr00)3i7-pltZlwHD$9nNeB
z>!a#|I6MH@-mf)-CuOX&BvJ6;6$=Wul<JBmKx`z62xso>#O93_7OQ|z_f#<bjdNSz
z`_&I|sV3i$(D(_Rp(M$+pBq<Gn)1jZ;^w<=6(#DPeumFF#}kGk+t^V_(cw%_U~oc-
zeaEZR6*L66v|LKCCXxZ7s6<%d!J{#pOXV?*`6z$%FNRQ?_EC=heH`K$>~g<9LuBH`
zp0HgvyEl|A$UU$J!MaTzhTIc|F`V2*h=^7ayXC<0?ZL#h-Lf9myxKPT9O<hsK+7W>
zH?_fz5ywf&qcTMY13L{;wq^BpPE-q}wJrD7xFz>%R0k2VObVbX>r?q#!T4Z`l<j(o
zOD%JXqhhDpG#cern?|A>Ytu-iYi$~ZaIQ@w5W84%uT3Lj2ir6n<zkyg;yc-<QH9)W
z6G&+vDU?gv(Y7C<aJ5Y$qNzZ83O&$)62j)2lqc(Y7hTNO{lzR{{0lovDx}Y1M<i);
zfW~|&bd1V6ALLpfYA>fhjxpR;yuO5gU)GI94(W1>9hm##sdC;rc8u+*eETT22s(~j
z>gijiT@fDl+7y0_?0po$Nh+be$FAJz7_urW(Fe_id>ID)cGVOx&G0D|r1tvJxELYX
zj>;+OvHkU|viVtuC&Z1cg~vDV1Y{yO=uod_jt7>^H3UYzd_+0pBDCEa22UeM+i>_b
z97Z}Y4fpK9hrS;~&J5M|SePDlJbtbMwgsGp28*}GkSFAy@B+En`fK!SO7kla&?!XP
z-1NMjR=!&X8K>vTyTQ--M!VAxvDILpiG0P%LS?E_WuNU_5DJCzlgYXfyX<W-386=B
z5XLujS;aziVRpJ$s<=F@xyrd@h<7H<rB;Ng`pC>=8AM~!gin?{S@1M@)5T1Yj(aDB
z6<uAZPCHZE9L6p^Ro94_MJ%Qz1w+#GgMx`*`-Y_9^7`?~g65L7tSr3xK-gq0st=nO
z5St*<PS$ezGKvAz;S&sZK^Unvp{M$DifLbU$>zfpWvy5iUYSvRvKE?|VG!>}05a*L
z)_~2LfmKW=2Z5Wi)~_$4m_Fvy;egfZ&nZTjAdu4$Y87OZ2ECMRRZQj(>^^;NHIbjP
z)*}O}jBr$0OU%qpc0Rw}o)CDl8gWm!RDQul-hcFB96>gZAe-f|%mX=4d6JGGn@5n%
z2$nj6Yz9DbW)}dUE+5|De+1b~i_i$Nnb6re`j1?eb0f%RG{gw9S&fF|4_0%GAe+%f
z2D-*$!-U~&yaAe+r|vmUN=?SQrw80KBgp1lF6N9JJo(2E1QkjB^lN<-Rlzf9tfFHG
zC;b>@kAIs?V*-Dfbu$?cwZWRj9^8{p{Zb_HuO6<(v(NG?%QJ#(MlbXMpgJ<J&%pRm
zJTiDS3;~ypAe(6-j(|&fm^{HxhQ$gX#El@EW!MS<#5IC!_Cz}z#}<v>GW<D$Y?f1X
z1Xi!TGQw+@VMHL4o&~V_5o9w0+KE-c>~4QmkoLOC1R0SNpDD2V5oEJDRz4TsdAr`{
zJTZc79!_ua`Z0oRMtcS}<d01~$J_rtBiy$Q%!D)EZ+Ra<Hm6S*o(R6@0t59%@<p~+
z5sD}DfMqt6%113ZFgQn$%_GR>+4;#*)pg3n8F!{QU0K*(aGm+7s_V{g&sM8$b*?xy
zH8VZ8;FR3i`O5sXQz_4Gvyt+(qU$VdJ5#0dOlh`KESDFG&NdirSEgpC-SUjP;Lew~
zXXlE@KRs8RpDR^o-O_Az(iuTEk06`HS~d*0<zes`0V59pjI7>5Php#>SLO(^x#{iO
z0HL#;-qjIg^9ZuJ)0IyDBgp19kU+aY_wqz=Vyg;7L05oV7?`}q*AZm1Fb!h_qIi7e
z5oGfK_L}S-9)K-Byai`0yAfpb2(np1cZ?vLN07~o^CXah6nu;UFSQ;5+Xg(;2(ozu
z*=)(b5oB}69ziyXv0#E!Gp_UX5oEL3EDXq;+$>Cy2Aa$<S|nDGoQGy95-4;8*{qf*
zd>GiY5|=3f15W1vY@qA5J@-?IfHs0`76AmT!m<L79zizOJP#nA1&RgY==cOtXtFMu
z+0r5Gx`+oC12sN^Y!)Dsdg{>^MpYa^HV2WON07}U$mTSZ=@DdeL4~%eP#_7cBzpbr
zg9-^q-w|Z<2(lS3>J-FtdXHy?FiqGBFi<eDilUs3Ae-I5J^(*Pkj?3EwXERJ3Q;?P
zZ0^`W_gZejI1p+E<w~O&K{m%PW+TXEVQ%sx4%r+6IXon$EOR+JWV7bv<1Vw+?306R
zjuGOJkj*Bi;XyW=T!#bMtT_%5vN_1}=#b4Jen*CE4)H^vmmxqlr!zh3^m_Uso7w7p
zEC8GDJIV&1tEnAuD;f;kSwR;Nw)6A&UpwUHa<6upl?H&FrvR-y>1>x~oGG?^&Pjg^
z2?&kCS!iVHQnZkwJ!4N%rkT>zWRcgOFcPAlD+Hc7H9J2&RhgORj9k4eK+b7WGru$;
znWm3OOqTG;5+?&Vr^uNiUV>EUH}RK(?VOoH5&E5)0L887xD#I$H#E4KF`~9=R{iB-
z(o{A~q(0f3BSFAp+zBk=$+gv`mD`&uD*OJ$@+IqT3(KIj=6bv3U4%B;s~uRS$;tTw
zf()1PiwN@T9#|hyWW-(fVGV&4OOvHZB$i6!l)C3p@@}tk;Ow;?1`?YU1Xcv&x{FZX
z&ApbNsEYqJ6;{n!t8I4>=F#<_3q?%KD|m6s-`92>Z_lmQ?N(>!YMd}v93kMfJr>X|
zKkKlXs?YOSasc>5e|da4&0kLdO;h|4tfnS7O$(d)d#|qzC{wD>i+wXp;I5?SvO^Uu
z)yH_qz27%8Sty|-&JZ5ULWq}FstCtka}g_4PB1QOcN5wi1eHH<5vjek?{=!ax`p_9
z6yMkaHa^A^Vy5jP;=9vvDF9m~j|k%q0>PH|wh{c<LPSW8`qjoWgxR*LJ&LA{k7k)d
zUL#Iu_rO+d@j6ZNaS`>IB<YpK&5%muD&!v_060Z{YH>)2V^c`uWc?+}RQKO|s*un8
zgR5~UytmI>`a=r9(<eLT+9?r$2XTa@d#9L+_~%&eB|`*mOXJaCUyt#?WC349c)sS2
zTW{^yjf&!R`tHi&^7@MZK$mfxv%R`22fuBsxQglo&EU&nNmDW~_hS?MjX(9O@Pc}B
zt?Euq6=x<(vy&r7wCeoiTzM8QatkHiF<#qt=VoSRrm9orxoxLd*>+0{^A%^lSS?nH
z+mkb8#0*)eROa1EX|_09Uf8Zws>PYoOxc+)Pfoehyn(!iba#5TI<-AJRdgJ;I6XDB
zJ-;vozr5Ke=!h0x+f_^xy&zh@_4_BMKKdvB`O@1HCx8F_zwtAde%HP5!wctr|DQB|
z{OcR<UjMs4%>ya^a~OVLPYaKy(6>r8`be??Jmu7~`NDT^!_CAD_A9mY2=q%^l(GCL
zh)Rv^f~HUrea4Kf#ARzrge#Z9X0dPC!JY@<V0-O~gXrZ5ENkht->TN??t5eTwOSbw
zoc)5YZ!Uw0dRn*vA}Udx3dZt_z3y(SqlJh&8(itsua!O5?u{JGY=m-#bKO#_eK3fF
znSaxOrq_R|C#}RRiN~*m9LZ<0vHY!8!);^#%iZ61<35(Z-rFhMbt&la6ZbAt$AGc?
zvg?&QHMn$P_V~3P_*md)J>2<#Of?B{(XABj*Sfnx6vSh;KBNf92u3Voi|Yra@Plc4
zI!G~V&jcULhbfAa!6%6L9OQ~9%l5p<WWk=cXM+!BZDCQO1Y3aDjEHBu<ZL_jg1;zT
z{ji8I&eY+xdZn<X1DDHYrn;{@>UNyMW~<jJyJBJSBRA_+2^&yuX1yb&yz=}nB0Bd8
zZcEu$9<^II#}(F9EMsPg$hbJ0*>Ygm>+%dJEog6fEZH(yjrcjd4kGc=&qU+B1sN!G
z+AfKP(({$RjEfMy6pL8J0+qB_yAgVNEUyezI+!3{4fyH@)~@S_7Vu3BaQ3C*>#eeI
zN4#wHopnhLJ^EFmPK?jWt<+!&Z@f<v!{H5f0Tau~xSbjXx1ron4OfuCLV(6M5~>w*
zQ+0cwu$_sVL$_6f1@DaK8h2y0HUwz}U*pzlcs%`^tB;2%r+Itz*ccCEygvQ6So%y$
zS48qp=#B=vo6<@oQXIWVJbgXPYph_R@ShYxwB#12_+ZRsX1Op*WyA~<KDnIaYo1u{
zT#J_<Rv`TxuF9(03$s)19EaFUOwe*Li{~G<YEX0?%bmjY9shCSIk6@91Qc+o@tms5
z1i8KiBxjX8xQOQsw){-@QZSLPYl0&8yQTR+A26(oOPBQJ%#5{C*>^e>YtgnoYPem}
zq0`@m&|~Y0yGO~_c3^v07iShpn0qNisUDxA{k*eX=e9aS&rjn&)z_zSv7q#Krx9>M
zRq8Y@8`O2fX;fc*J(WAdy>bd16zwT+P<?d@&or&(a0(o_v2wY0g#vP70(+(1-Zs@>
zLRM))cD<5YetadBIOU?k0{hEJg{V6UE@^zx;=8Mbd2HTxYGtQhKd^euT65RguHh75
z;ZW`fTT+#2dyqWi;;Mp9_q8T&GUWN5E-@hGL$?W|=T5`&c3ZuA#cH;?miwsYby*es
z5)Jz3?F0?V$N=p(%8^6o;o5)3pDa)6{ljN0qb{C>4M0!o)I)w@rus5MO(skvF<CWR
zCe#lG{i3fISYdy{##^VR*yL$iz&)zf(QAc`Qy^}>?1M&K5uLFg)*5!X=XF~R_2`wQ
zTZ^}EuB>g`v>Q%muhQD*d$O1KTo`<;#U9;PjDYi=;C)5#MXgstYx8gS{`^0h`$y%!
z_{OLI?D*23f9`+ygKrdme)*sOw}1csU;o9WFL`DRCOvfhFHg%A!!YC+T?Pzr8K8#1
zQ`lzeMR9Vm8N8;T4OX7EA3IQADaCMTcaeV>yt)wE`FuTi@j&+u;6qA9O%A^gQYtcO
zfvzl2gu0B#JHfk%&|Wo9jx=5T@5<|nP;$(sH}7FnTO(TzSr6Xj=68d7@6`Qcej6HZ
zQs^m-cPg>kZ05_s3xbT>`Mh_~Y_+|b)T~?9Alt`$#ZZbvQ8`H7!)-m$Fr*pQicP5)
z&XaQ<RJHr05r-U5Gk^HuJSmx>^ECd(IR#qpgcK;q6H=f{Pe_42JT_$x!_J;cNP?a{
zA!Rl(546Jxd6I;igR*`)pLd1UTq%la0(h6fNbIr1CvUIlhrhF;U;d^FzoPpoJPd86
z@(KEAP|9AzUJl=VO?1EWP(EL+J3AH~e~}Lwsh(56Y;ARV^iw%wDwLr-COMh(9r!7Q
zI?Pmh;<`y4r55Iq8g{CKf*wy@rSfkml|LRSZNG7}&*P~ag%!8$HY=Do+W;pa)%=uH
z%ww?u4XI5C0<hHtMd3aUZuGQPwWvB5sXCVg|8l!+&@FE+-dItD?~%>fMew=$;heo7
zsbd5$wCWYXDJ;Ics36fra!_dTh#F9$Q=p=9p;T4CwUDBKr4G)Tuzh0+PVn4DZKu=f
zwLN()F^_8@m8a`MaxCWsW#$8d5-gP`?McDD1Vs|nQ8WivQr6G1TDW2E6fk0OqbwV5
z+3nyoO78=@5h7VsF`=eg!*2iH;?0!@F&V<8k;rp)DY?+iuG6eIb=d9+Zh&Y|g~Giz
zNkj!!W7WLo2VHBgi310nt;Gw8Ob0WGt(Yj<V5jMep!_p-`?8Q(y_}%P`|!{VjJuX2
zFd51f%TUT+JbX*UU#P4ciDBp-<;M=sEbjVb>4@x%TazQR@-IuWUlxT&^Mt<3G4Du*
z&F=`~>~nP^!g{Gg+=y`2EEgO8kvs5>StQ?C<i5i+Z+%?eTiPw}74T}L_hhj!J2_e2
zo}Xe1&AtS>Xl9xJxK|^lZh4PlHlKr9fp1aHDdLyNlEgOYR6^#`5;(jXVhl%V*3%(G
za=*HARZ_UT6)B(tbvSMPICJ)5`tphptUM~aVrMsm!os}Hhii7jm9S8Qm(`C|G+ntO
z45O$Zt4LR3mos=NDO}zTHya8F-^FDfc>S40h6JpHYSkK46oc2QFRwSlbyG%1gBR6@
z(`(^^?zHNMm{4hKB4h4Or`2{l-9r@9kJTID+T6vCUSAFjunwg&dOchWP7YnZs2HG>
zR6da=r9ubq|1>r+X^)0eguzCN%<rK*POb$Ra8lKUUtYPF_z0;^ketp0M`6KNzHx8J
zez)Xna9Sk4#NvYWQ42SuOLfQfJhwSc7v{4_n4Gt+fA@#K+G$$XJ2*6AXp5u;nddfM
z$<}5A$^h~TQ<b_9d}>{3g6f*bRJP|{Rg}Rptt)#F;Tr57>kX_t2Av|uE1xdZ)HS#K
zDlWg}*AuiM;IFvUlV8Q1x%?__(&blizfND(tvh)esk?aO%m*$6ze?&#FL=pKRhpkF
z%}n@6d@Q8;EM&_Syjp(_RXoOHVt{gyXYg!X&MDrcaSh&wK|9=AyYL0<VqT)#tyWcE
z-M2ff9YlXnZ-(dp*xzqKQGly<rLz()f^ssLTvTogpR`WGd)3YZ#h-o?S9CmmeOQAk
z7QDQ+TgH1xT6vNXWUjAB$8pIoe#54}fwa8O(%Ro8pIdfC^!U!7f>(IegK-Nhr)9_u
zu4EhlL`v!Oh~Fl+UCe7L40UthK43L_jcv#Yab*2q!m#5)rH*y70_})Lbs~TqEjg+J
zH%jQUIyAWiFQvUBwK26XtTVQ20L*N4Jg$Gm+CDI*v~3Eko5;)u)eQ89(Crfk)wttU
zYuj@>4~3&cz5;WHPHnqKT0GI3sIsuQkS(HeQ$t8Q3{@)#W#{wjEj&h@{dW7n(@iYA
zJ*odmY1g54*gg=QLl+L#1zO&XjroPVR7u)EOm_v`7xJk+C^4a4W^Ytg7jOd)YAPOI
zwPrrdm(7<iK-|@;b<paGhHt{58ja%%J}#2VaNzF3ytv+K?Ga-bicrDTR=wWZrw8aQ
zVVDi=a{g;V)GO-dVt;?%CU*{Ft(y2#o$oewC;UPtq;A*V?KbLYH;m$%Q#XWAy5FmI
zezl91gmY~T?c3`XTGaxqU|bq;9xhqXskpJJg93xL(sG3|uH3?fkcEojU%yBTA?bu?
z?KmzLy3~?rvU(l8gn!U=JFQm5aw>30cWu;2)P@$eZFi?rt5!W>Bm}eTt~Y^K!dzjp
zSSU^xFco2~P=FV3;Zr(;!7shMC#rRIJnty+(BoaK8Xc<Rey7%jx|4>0Ll!w=s`yf(
zbEw;O=`lW(6UwRBSY8Pr4m!*-)&*Y*|KU~K7d6^WlSVdsB<oq?XC=R7(%XB~x@rzu
zcc9x9i-^kT<<(Fqt0C`HD!5W0pJvpSl;my`Uez934xOaojRB+9PhM9ICnQcOB8`)A
zgq42@ht9}8dNFh+Jks%@&(=9oc=$ljZ?_t={n9(Um^8hoiliBP_S7w9`mQ!opFz*5
zk^0`~b0RcV1l;|8->WB|^#_l|RHHB^3JZHIw;z7=n18b*XAAe6t-_;1+rbXP@l`QL
zD_$W$<g|U*32AP5Ty7<O<}5}IYmT~2_oTbJputv>>@a<M1x<faT~C36tVnz#K~14h
zbxsny=fDC9DE>KV)+wGz=U*v|&UVUc<BGmfdnCmm*2j@g8<YxiO?{3JBYd9)#>WlI
zQDcpI5lX10M~fqN<RCl77N|jvQk>*}^C}6)Ag^n@Mevwp_5V)Za-Ful>zU8|)X(l4
z%X7+o<PdU(uNMi)q_^Rr=bzi3=ydUCY(>R5Fe}8ZBd1PsvYCgzzY`h`g`INCG2U{)
zvGK;urIvmNuE>6PiigSxs@!Otn0<cOaq@O#oXF!A4kln993^AWl+sa*4lPgbIx-p@
z$*Y8T|0XA!1B$-C85tbjE>u;xB?^s<mv3&0gwfIwZo<#_H~L!qJ&sq*`S9o<9}s9-
zXww*6IL>UTl+m)G`r|YIV9&H+42=GJ?~~9MK)oQhxn|w<Ys-8{-y?%dD6OisM@S0|
zE^)_oqxNVtxWbM2S^a*TtIq4;RY#o9BBSEeCLP;GL*l4IfG6nV(F;7zffCu-l7hb6
zZDJXUjFz!Yoi-XWM;$W5$`37z_#4J6%1|d|-~PT9UTP4dy$q3p@1K+Fcsd$2s<S@x
zkI#J6L=H{38Z5&tJ~D7#T9yfS320|DfIjn)qXc-I@1$@YwKp?+NxvX{WE9<L4OFEb
zoMRp7gi_|J=jQ{@AKZ~Q{uom#{k_<9#H4ZI1XH8cOA)@J3D=y)cE#~iUe+n=E^g}m
zgqL)}rb`>H2q)=z<)@r(ID7E-=<P7+X|c{44-^Zi&bc#Qjk(EGR3kLlnW8f_g^N^Y
z&Yhi^*)C63C$}eOi!<AfGw+t>iq+}z)YMGTEfr}IqQ7f1#p+~nwz$18IXhV_A|^n2
zcD6V*H8;CmbX=gY&dyC%oY{q`QmI&+a!S*)&g8<gj|OY(G<-v7-T_;`@?XB!_?^Ff
z>)jvxnZ=JB>kohJtN&Z=cYf^5$G?~V-pci#_*c!JkxiTQ?=XCupB5he{aY!kSB1L&
zw=3H`rPqzD_gkI4iMy`nI-T<F#NzVeovn#2cy+ZpcWXPl-3hX;DZnHHfh_7STQF3%
zC&+VdfqW;~_<bbV0Bxp5_Lo1AP_VukiGlvg25dpxS3oj`02!6<Gy^h92TlfK)S$0H
zv{&h0t+8IU8}enckQ|!nqz@t+FvE;7i5$yQ{4n<6?r&--;YPLd^*~mM8k<vkA}hE{
z;e=~hKmF4_Af&~A!0m(^qFqW$p0<nW$*H;FPMnq-e#mLb<iVUMxj-CE$c>=`hfq}P
zt6#OQSTvnY=+|tmO5-tr31DqW!=bVKX3%Th%4C5VMRE0K$02PosY}T?3#!l~nqv|t
za8Y)ML$JsUF+7A(CUF>!T_$nz+j<D5nZ)o2)|r&urhkTMq)GgSVy8)rl1(+W>_fHK
z)Lb8<;U<+~S&zYbQ!?&r!bxO9vEr2F9mbTCa*BcX7%V!8_YjRbiCsp!PJ$th!I&Tp
z^5`o><A@>jLmw~IkvH<pIPNB<nMd6Kkv`@Ip7Iel@K7FagO5b49~^DzsXo@y4}GK^
zChl^KYeYQz?ru$pB)4HSm4KZ=V)<YiS>LOuinF7DcKprYn1tG3Yd2-?OC^}-=MuzP
zyowDIb#n0>S8pwtFjI^zi2=b@!(!Ac+--^9L5$Z8JP)e1!20mrf)dJhcCe*`b-jZ(
zri&nWB>+n(z#n0zj~BA?q~H^ZWK?x}^{xU7F-yPU)IFDqSGMw$1~6|0m?A^K3k+{Y
z@D4+NOk<Zs8=aYP%s@7AG|G&^kicFXJ0c<hpu}w$+&}aza+{EHi^gKC5WhJt5q(4k
zRaLQB2gHUF1*k`87MURgl(Dh4{NV25?d6SiN_Iuv`|za}7CX73EkMVG*!Nw_sqZ@n
z9vQ8}_e7dh;=SB)%Uw8mz^VvX9^@j@geg6F2y}M=7_zeq)W{0Vj#TY0*2tcpO!xOG
zf>r}Kf0oOExGssNKpWjc*e&$&xOEFUCio#Zz#So@{wkagEEuulv{{**9tR(5-?erf
za^Yx^J%4#ml|!3yRWdm)bX;y_0YO5VD%HNB=DNM{VDrw}>el+|H&fe7HvoD9hgbB3
z-2LKH_cYAHDTW-iiHsGd8jx^4x<a0nSloHq_!_fKpzCAj8GLGMYrlkaw0Uxha+ggY
zP(G)LsmlE|AsxC);pLf-O!Y`idX$tzmhK6;gb!vy+FjuWnvkf?+!NB-8(ViM&Ugj(
zx>CD8FEFm4%}~QC+_RDHV-tBAWszBK8Wu~yovCqnS4j9Cc~B>So!|(Kj^r&&{LLF1
zch^_$Zd!$9jP2!>l{=d&AIlnH&C!57G~oqUQRsybzX~xC+enj)C0Z<~E(TjX$GK7Q
zu&fQ5i3Nmp&~QKe;!v-jk9#e=b|o8ssmhR1X6f7LcyIM>vz7HbYl~Ye4{j}PezdZ-
zrkhG5G*M;!T18uZX>o0Bb8B(wqxh_I_H^RXv$XZCJ1d(HmNss0Zr#1Nw6($ghE7~r
zy?Oh=(t~@OD@b16)Ps^Xm*m7H{LyM<xI(o7oYaw?bflFaor4`7rZ}e)B$8~mXdP~@
z++Ml6x`a~1;*b1d!`-Az1=PTTJ60V)O~O?Oy{f^A*uN-J9vY1bq;bZBPRKADKf*{a
zNKr6!H8%mG#oLRxDvkrFt4o+~wy<%fhLF%qguVq7W%znQfN4`Mi}1FD5Xn745M9Bc
zfY+0H2}_SYz!KKz1qhTfue%TbzTE>0Zi{6XFJ<v&P;Kbd8a22`(w+f!45X$KUZBA(
zL~!mHU36Vw;pwf2-Ub+DMDlX2LV5iXF_Hlphv6Xtw1}A-80B*|_YMvlLFh89C3iN~
zzV*?n9*QVFkU4FNtZ&?2T)wfm>d!7cCNNGAGDZyw8U+Tfn(5c#4-CBO;m-;uLM+MT
zg(=WF;El%qezaj|wweW+3*G_10~>nL)&i^Y(6_6?HL|0J8Xd9#qKAIN#s;v9u0>l5
zxFSmbL+N(wx#JcbAK=|8ClvU=PaN)qRs+T=6aW<46PhNzUW7b5>$FX(Lo<%BTC{RT
z+jwhreP!d`mR!7VuiU5g0gL$E)lXJ$-;__ysY*=5I=>ZK#pF|SFe^InTfDxuqF601
zZ;2_d`K){s?~n)UD_gfVmNy@)-hQxn2fL%C#jVv(D38Cnlnjiek67p-A@*A|^<{(i
z^lLJ%&YN2g#Q2ab*YB-utv<N3cz1FAfvEk`+T!NsiogCb5*&^P4)EwbxPcNPo7faO
z%>&w9VuvbR8nNp$=l?}x8>kK|ftS<LojZC77vs~H8yzgv=U7-O7#sI6w3@D4fqyc#
zzS1ciBLuGhqSsBoNOfk><3!D5^XwAY4$z^XTWesD(Kk8)*8PEYr{0qrYVwiAHd*?C
zlRIdIp#0e*n4GL({X!1aq7C9&{>JJzSC(b7uY7Z9<<8bBUPROcv}Y@9_5eaJkHw#A
zS65jNc}fLhe7D@HxCk3mskLxaQzsH`+Xy_PJQvYO2|*o7u9U#K1Nnp;rV9jLYG@K-
z5gNyhnI^N+SWMaAP+4M~B*;O1YD}wnz#r%FG=p@z4^=(h(MJ-|$)W<EWCN>mfR=#n
zKe&YZI|OPT!937B^c3xCuHC8cc+JHZ(R|M*kFtW;+z7vwC)v`bv&=9WSn{A&7<8yf
zuZ<^J_pm$2FzWvl4>0z8c!EuAxKyMxF0P5l?mq7LceJTp^v`8+b31kEV^jVo*jk2<
zKuT-*`zuM5xa!9Y#iKNcPzOE1)?nNC!J5KcsQpcL1im=D%}!aDeT(cTS$WgcJ5vjU
zHMMeU8oM1B^1vX2<0sfO%98mhZxm%u`vlu1WT=~|ea4<O;N{F{!TmrxGou72GBSXe
zhrkSHoRHDp*A3G&TVQfeAXrexHSEn0+pe@Q;b$GH9IIK&Pi`Sd78CK(w7E;ISSsTX
zQ1i{BOB)B+{Lzru8o<p%W9b7p-x;EmCXn;v;yZ+K`ndvj4j|7A7V6UQ86tF+Q?y91
zF>o&Ts;>y8fRP2aGRfA}Id+I8SD_b>=a`@EHFXaI{f3BgP?(#ZC!Zqmryy!5+w=I}
zEUnY5G>~Tsc+Zp0c4@|$n&ey>p@uSuoPKd{Vr$uLJfeV{BJccEd0}?8;&9#wUJcnj
zzZn$yi{bkkKu?!&%ZmV?)77dLBY<Z^qMU><&-tRfWnN1`pjn6n5VT5lhK1q2%7Ubw
z*8I#bwXK=x)s&WHntrXwbQxQU$@{kmQzm?JgC*mJr!-Sq>!dVFpSH->1pRA%!s&Dz
zK>ZRfDWQ^v|6UR47)CP))=IX*lcf+z90l>&2+`$Umr72c&RyGeygj#Gw_BZ^Fjd0u
zch-9%G^v0PtTh_^i=<cnEyr%J0^m~N+>t6DhjO5BN+So?x<KJda37Bh7u2<I-ULH5
zWSVF-q4bA20s%ozs031j^7ry?aay7xLX)lTn&nj<T_31xQdn0PC#^LV?Z&z*xB+jF
zjE49E4$5a(M@ZC42^v|hI{?`9tPfU&s2@O8oDbJmG{Oh#ng9@y)C?B43f+AG91vHG
zxa0?(Vb=v(Wz(rZKLL67(em^ukQsekLB1oglmrY7m=ILds?3)cigVNM<jizsvN|*E
zy6#N1JU>5MEzMP?rl<8_dP#L@-tPeJWWihZiG3aSGW`5ypVXG^z$s&9iXLKb2A<lh
zO(=>0kim{mxmSYebW6z$&7x$Ba>^S<CYfTJ8BIwxw>Xno(&knm!>b0rO>A>XNz2*Z
zjY*4E<9r;IDU(_Hz2<i7k*nX8W<5g@ky!|y{SVB&7F55zHf_i!qyq@;#f|;B_-WhX
z<I()=gW2gq%X?HHg|VU+V>506`OzpY5c>V7jj4KS?khjl-b0|LR`>f8XnPr<Btz?~
z?A-9L-P%m-93B(>KABhYtFa%4a5{7R{vk#o8bh~7rByb^DPh>sC`CjHyn!a76_=0f
zUA#eB6re-=u`u5Vw)j!XVU`mE){omsU`y#8Hb2#${W~I#f`rnmDf9ZVC9?Zl<2JLF
zT8#$5;sW@#jFf_I%>u69Ws3P`XNYuWm-P8%QA~wGS3^<RD+~Bv@rol0HFDZ+s)hXc
zW%X)>aiWOuCM7sfZ+e&BZ+OuG>l?3OvU0?`AJ0fw1(|!%wRddm+t*vI`gbnM9RYp6
za7mQ+ZM-=6F}_~7bZI;vmP>J1gFOI~()SCO#;tE}^<ZAWPsI;ryzU%q>lE=rFsI$Z
zx3z&AaxTGCwbQEG`WYBBTyjsYc?}71E%K~xfOu1wN!Y6!Ao{BHZR9QYIvoJ}9vGbT
zQ-}zw3vN&eS$^S8$F27&E^mm~To@Y^XrVO<HufiEraLa6v1xPSSSShGiV6%U1fsSC
zBqn%gAF;gJX#vz+^n~=mAP8<@TqdEpjn1yu_RtXPPWw9-*<L!v5t$tlC;THJDIL5C
zdMy@^TWrbDXWxbi`4Kn?19U7G7!(*d&O?}h(7T$96GY?t#SdD@CBEoK^TQ|>-k8Ep
z1vki#x(K4EfXvBsR}@5#vlT&<Mq6y*r)&&epqhOrRgbHmmNSR*v|F9qo^<D&%IwVC
zd=>7?<>>{dG_yTb@^^9nkIL~X29y}0i)~mJ6RiD1y^9&sX`N0>BkP{yr|de$3&ATo
zfk&>6Zt-R`$zH-N;H+`!>z_ECwDgZRU5-PZJ0HWJ(r+_^mzhA%L{51pl4375n=OPG
z!9vAEUx*T2cglM>nwNEJy%9&_?}6WnCesu2EEl4iTim+wQ{AfKseJ>Zmy>j*RFXjX
z5{X(CnX<ZJBaDUs@Da(nxm7abm@{MD#WLOB4!_Qo-~@Zk`JRp}^LA`%VAHHyJHQ|m
zM<`l~xhW0_PrGt)HO0b5(}VltP^<lTt<5<D$Cm>?#Eg7?y#^fqin+@_M+=qhKWA_1
z+*wW_MDCUz#d14;ox*65FNMkKw94Vbv#KX}o3VKE38sx^ct+$}YPlVM7`~{U5hgI9
zzKK7Xl~VYLBwIc}oamZXq)C1&IBvSS44HKW5hgh6Nm0Ver~F$U1c4;ypHAdq>PD!&
zWV7&7-CBw`h+dwP0t$m|zXe|tMXQH$OuPD27)pc*VauO>vh8(FG6!Y(-wraR^$;%!
zoU@yn<n;i_D$w@3h(FB?f(648zk*#4C(1#>1#kMzD4T6{<E~p}+Ebz!Y*qMyZ0gle
zKYmne>T{s%9@?^S9$8a*V&85xR~l_!P+6qduQ0Xja?C~qvE^q{jE#<dAoHPOk93{o
zBZ0xg+2kYGQ2P~<Ge<lMtQ7L}DxU{uuN)&-x@F{B<}Jk}QXSMFCtG$aI+>&(V#CJy
zCEG2;S+Hq?$d6@PiN|6V8B4yAwDKul=0<<Z0V{GDjpRQyC$<#)UbFUTProVT(EbEV
zfKi_8NQx!Q!pSG(b;D22EW3zXZllWnd_Q>u+hIh*V4BnFx4pzqUeQl%EYM!}PFGLv
zm;9s^yyNxrbN=&Sn;RLZ{(A2DWklZnI!W;~ihq-f@sk2?i??FZgNwPAXWi-G+^jqH
zb<U}tlk;3luXE8<sWp`?7D){>&1+%KcZ~5ANi<(vZ-jFOs}d>p9<1ke1E1l{M)SSM
z&&*O@)(?e()gafM8rD{wBm@4%j_&=l>bG-%honuGf2ZiNsn(MZVE@V#V}b&2PD~5`
z4I;?Q*VbtwTS9;Eu{<Y9Fm#yH89{;vI1cf%m-MqujCa4UMX4CsWgD0Un!_uK+H2L_
zTR6$Unw%MN1~S+6g%?G_4YRl7zhGY`CM!+Y*OCSAy{#MnKYQ;UB-fSRhYc140bCG#
zKbG8G?j@F75Y+UY?w*;R848337z_yP0>mt4NLpGd+}qu^XIkj#p6v&Kp`x<mr(7kw
ztjMX#s~lHkxvZq3#8z45e^QE~vLz?6U6oXlN-D`8uF^lYDrHq3WhJR3zwey$oqNuG
z^}Tl*TyTjg65W08cfRwTbH4NXo~w*QP;Bmsg1XKAz3y<(-^c#IfTDB3LHt`Ze)FCI
zAuFLL-VW@IZ%=etL1^s6Dq5zWdNdCixq20}L_#I_XoX$;HPMs@<|{3c<l?eX55hhX
zjk<=m2SW&+!$!SG$c*O}5u%0HdIMj#<5dApPiO_Avkw+Ni@gnqJAvQ3h86Bs0E_>&
z<}EQiinp0w!Kmt)!RVqHsItp&&r<#Lz`GvwaA(#?pAs*~;uNkc4E-cM4B1W$0#49Z
zCa`JO!zcz#KMmS(_^SbBHDaWqCjrmQ#LvGfE7Q->LG54*&I=6iN)&)@0F$A9|5Eh*
zjTX9?OTQd_dlUDXzCL=z3R{bM>@6lht-+|1-Y(Ypt>6%&z1HLr<3TSu#TJ(mtb-TV
zuJRM^eL02sDI<_i4RG!)^#Vt!h~_}`hkAe0ScAmeLEY*V-MP8C7wl42CozFHZo~6b
zj|#H~+;Am6&0S3T_M|BVK3oYSvUdf+_BU=@3$Y`~*@8fa3#*PZj$VSbZ}d9@9NRQI
zh{eb_UrOxgBusEdC0Ry3^KK5X8sa{{$@P$lP*grLPn>eX=tHWQe&&1ez`V{2YVBhv
zVf}zog@x<7Aohdsz$|7ve&fcq3(zoE%?qTSXkt&82wi_=8A>eGnn)S-R7^&~MErrK
z=Ry@N6vd^eFNVu*vKWrry|&qTVj|tfnu+DJ9kg%yP55Z?Sc#t9GFExPL>O_zh%!#f
zq9=_7Qb66=+4ipWd>u|uZo*i7^>I^Rr{$Qd6ZG8)Ab<_mWx>ygL3V(nWpE8nTMR6?
zA`~5nF}E%U0{!-0C|MG$g-y#)q>1s9k0{y}<Ce(G?M*aEY<S+r#x}!=&Qni&$OkIE
z@=GzG@@0HR<2fALjXvWl!_865u;^Jz5WF)ukh5M-DnTCAVx1)g26}qaI7Eqcl^@2o
zXk7%HquD?gp@*>|V$^U0Aul0ryXgCm17DxO#DYZ+Xj{i^=d%c?aSJ(#nL`^U<9bH@
zj?G_NHaYjS5^!&9eMsjVF8&ff1_R-&22axQ?E}5AJ+Iy-oUFbYf8||)yOVCy83urh
z6xViIJq!2iXY>=#8k}dt=aD6uUtn=%v<R0)K91h4P$tRk!Xrqih^b8u=342kISwx?
zL|cOqLi5M>FYC3%w%oncxA2r?%Dygy$6L4_1w&|jIH#va6Mc(;zL^DtSQ89~j1-VW
zZ_!au3oTBIXXd(bRzLA>8Zs#H)ST}~7YJ<h#1rxn911l{KSON;k)0m=2#ss<%aP|1
z(cxJ+R5(SMGO-hi{?}CRDGsEvlLM(2Q4lXiA&fiN8<BT%h{QbxJZrFYv>FLW0NlK<
zC8E0XA$hHGU$bIyw(5J*vsK`IOkqr_l~sS04bi?F)%}Ro_g3$#f#!~f`rdkN4i59g
zv`-Ea`Wl^xFiFMXS6FUT;TT#8>eVHM;zfcWUw^W3q<8h8wm1!a%6o3XzgkcQPRjlK
zs`q&3EYPD_Yxv{UaP!J)_@AUTcL*`cF(mYMD0^b$?*$2fky!QC5b6OMJiX#7&_oa-
zOiM=?XZ2>#M|ERlGVei8+wIT0SK*7lJr3^E(~EG_9#yOBaN6$nD7!AJ_1}t?qe!0;
zLmc?b0omfwEnXiE&#|T#A+z=-O_8{l5s>47=m92Dd|tXDo<iqLIeNR43LAuWkPnwF
z?(X@$NkFlWaF#`;>(36|D-bS8iKJRekNxYL9LNaK0B|pcLpIeF!J3T1b0RhE`-g55
zv5`pPL-~UT!j3>_z7<-Khdkt?d52R90|uTocgX@zg1}#VNP!5TNXMyNXny+v#i+O|
zmGlw=1$3g++{j4`oit}Rhwr+PxtlOKlrmaGLD(BWok1j#Ls>u~CYSW~@UYmYP6Jis
z7EBKDK^xh=txknaBl*e0CQ#5+bKn1DVHC8azkV}7W@MF=yFKr~fKiw<vN6U8aTgFa
z3uKPqi%#blF-CicFziB>BC1B<4QJE}(DB`YPC_gM;`1&YJ;J*P3_aEwzTa*w1^&u%
zd#T!7TU!fS)#X}ytyK$}%i7M6H*G0Fm%PIKBW>^GGYDqje;wXmSzAY3K!-^#BdzUJ
z89djAD+aI%ZiOePClr8GS||jjK2_>})C)ecsX`W|DoBcYC6!95n2?uk_@NqySDhb}
zSX41|3(59lO))u=R+=wMeGlUVuxgu=Wf}0<1E4s8`~D>y0a6D@!A|{Pc1<$mmW7in
z#^jr?HnF~rgqDrY1&C3DlL0JBd{t|PUHnwKA^_axKUspm3mh8a-KjRClyk#(?V&tU
zP29wy2L~?qYO_B)tPBtK`Xh?#;VoCNWG*cRi|lwe6+rhnqkLNN*8o_NMp-81c`^oO
zty;GkR)OWNH4}@jQ+{C@(g-}pY|Sk>sRE!!@SMBd3wGW2VK#@zQ0_$t6n4E``D?v<
zx9fGfeBj9s$yJb3#T?FXC+SmuJw1nQN`5^<u1@sT!4`%?p8R?o@apS{@asw7P){`m
zXYLF+F9`%^)i?1o<sT9>Y7eRTgwq#BxE=hQV)u#~aSz8c1K|=x0tYyFH6bq?!|)QK
zL<*dQO<kR4eo`A_!d`9!g&E=^$nwXY*fBjH#EGzt)0zfTeh_UkwClmTaL5rv#X)3U
za^gDI={OK8pjxFJa%=Jwq9}rgh4B6mUKxrEL8UZEWGFge;T+Uawj@GpPjSchaqJPt
zx$i6f*F@&C$BUM_z*KvxFW)4~jd}NqSZ?&0XP#_q!|qkE%)!os$`Cpt!wBG54e$81
z{*q@Jg;Hl@aDSv<xf#b1)-{a~&Aw59V{<P?A3fyXOzw%w$2f$~s4~8e3mfl~_;q6L
zEX`W14kzF)82)kXbLy^0uyk8IDPZZ_84avq^^=q@49Is!wE|RVher`R9os32H}NRv
zr+z|_o!Hn^MoNT!h!45XXUay{LB!vw+x<XTHA(gmJ0e&~ZcE%KreMy<%0uwS=bolb
z1@On`o?~EqYIwn<g71vC;cLa2=>U<PJ00-FFpwE!RBAEjCVfMYc#O7H{ijKM5;3)R
zgLXJOs5!^5;f8-2_QV*MsY3}$8|!g^eucJO{ii{n6`+-nEUw@QQR)~bZTP24g^!ZI
z=_F-b;;D`6mp^!a^XBdMz5RBy%;S_@!OF^Fdx;GQ)~o(<YbEfPR$A>^v$l-9Tb<?3
z<CI<8KgXG?JoEk}gKqF?2=1-oIESlF)IT>eS;Kn(qjlH*@89@qzx2-ce&s*=?En2|
zORrqoI`=Q%{&WA`fBBnk^Y8vq`;)8de<{kq_U}g}<<>0dc$^%oKyoa_29IE$Db7Cm
zkHjRYsC$M=(SVo=bqBWah(c-qsgu7tJ2`eK2`aAU#$i50QFBI-EJ{?ux)bn4V#<}v
zfoD#zI~X2@$dNN5$DPB$m8>=FitxPeBHrz6?`%l50-Q6sxDjce@72w5WaQ2<G|geR
z%H(Sf1wG}IX3P=OMGFoj`Fn$5h>eQoC<f0fL}xdsKru@ChIAR?MMdU(lY}V2heHSA
zpk1Np05r0&pmN_s<oAZROmU47R+N4r`<U?y$;MXn&ozjY>c+3Sw`%-avVJwZhVjls
zD&4}3mn1cGl9JW9=K05go?!yF6<mSgrqP9$%%QsnlLR0N#{;qo{HD;mq#AnHEh6M_
zIMoO+D2K=793glg351K@!=)9^Nk^(9VT;Zew?n)MR1OK{35fw0t{d|H?<t8H;DmUh
z0y764d>`?R@mz8q$Be}T`Xkk&{6_y?dJk#oM7$VRBnE-fUW}HDpzA`+z@QXQoQ7TI
z525e1ssof1hS3N<2+iUJQITD@%a;m{OD-yduu-8fFd(?Nc)5mP`bn7DSdS{w6Px77
z0wFDqHHEV72%fEw9*OmIESD0uQXri+R3US4^Wy=KfkwwHW+<2Mw|E&JZkkGXkv`sb
zp8=HqXuQN%9ueyYw@f|M-7L$he`)NHJ&^t=`3rSBeK&)Q(r^B|^d2S`f*IjAf#Zjm
zmVgg0FX5evcnIjd`l^CQ+<ApwUZfZ;e=1I*pOTt24UW4ML+MWf$BKe9I0C#T*9Z_3
zy-&#!5<AFY?AUUF-;QNmkjK8X(E_Kb266{1OGQM2V|ALF0Wzp0?Hj_}!;BV~-l&j{
z+|dFvksT#kU?$=PWV0Y&e${KaqXniTJyNv5DQL??3!H|sM6|$ZC@F{tMGjG&nmbxx
zLA*1VFJGu=fsplyKRcEQixTFt0@Fo}qryTgwobB&;tI1cE1KrA@GwluCs&iMFi%3x
zO?bUIsx>M&2|=OW-xV5M9Oo*2XKA^)va+V?%m<|jWaQ7$;X|Uw*+sg=l0^Twme?}!
zGVWDqI3-;8LN}hdVgzJk`<grjYa=aHm*x9gu)<s@b@#|Gq<W>lj82-SPyUWht4(p=
zYDlBl?IEw(-Ff#091VZcv0hUky?WKXGCYJm*X{G$lOEDE;VXiv_&rt;{=)TO*bHET
z_Yo3_K-KBq>B3a2=U&{qH(ZDB3PsODIJsNhyL+h1eIFS{_JaQ1!9DllzI^8G>Su;Y
z-n_Gk97l)lR<{RpJs7}Ug!6Ro@SwZi8te`B2fcx}d&o-fw_-G2Yz{{2Fu_Ci3V4PE
zrb(de#5t*Za-f7#%;!LiuGH}k1oa}qC#k)KuA2%e4LE%z&6NT;jUP&^uXN}V;6(WJ
zI0^LSQ=vnbKjwadE`IMWEEuMRN~9@FKqJ#Y6_OwI0!0^)sRj0is=TFNFG<1ToogHJ
zQe$bALMkD?3j9soD`MhG8$;N|jfCVUoSv%sul!1~q(&L6i$cOokxU~gP!DWIg_kN{
z4(T%H`YrO+0f+;;!F9Q0th;ZI5c5eyDii?|N9frxoR~*mHyC$_4aFY0FzmF5beG$3
z=>pa2&}xI!J_3mfxfGr6Dom2F*jx{rwm!-%C02=Z7Z6ow8}w1c98F$=AX`TdlC2V#
zv0CGjmZ#m{>$YH^D6Iw%9dQC%MY1nQ?li-Y(Tb@k-2+5#Q)`g?65<_1PNE)H9ic)+
z2&0Dc<k4_mygeVb`@Aa+Sv~i%3TH`np1@VKnH5buHCq3QG}_UP#u7B?BW%fV-@Uwb
zLv;o*47rF(FI@E3cn_wluuvs4P_ck0@dCARjP_6@Bf55L!_FsYmDjUGelg^q{Khh7
z$hR96S?nKOlZTk*@0%&xV#HQdbsSWhyvyq+KcX)@YL+_tr3&n85R4KTr)VXBY%=JD
z{(wiMlxs9hCWLwy`vULkvIgBnPE*?~O1&+^AA`m_{L}E^qvUT4$OZ>rFguA8B+KGG
zEY`wDhO=Unm3*Mi7IP=A!^3e5?&0B+`1CKs8X_HNiU~ygIGK*h;L3EMr)jJzogws2
z<R6d@_@WJ1*~7A)(b(4_;GuA^o?b_E0J!T;G_mXK;jKLp&R(I%`~L9mqii+g2;v2m
z(f0B0AG;~RrZdJ8D%zU9gwC9?PebJhgHI@J()o>}{ij3l2=S-hS5ZX#oxZbq`Rc9B
z(46M6iA~U24%ULzR<p5ETUmqoOl@_g-f0B&MyKjOHnC|nR-5gm+6o+v+O^hFb+uD%
zEG@QMt?J6k@(Oa62Fvvsnb^c9m0UteLc?pT`;DLZ<rgpgi+}pY$J;;nl|TH;KmA{S
z`)~ef_YeQ#%3u1~|KflBTkYZR{aI%H<j+}Hw>&C19zlx{)#;BZD`5YlINP~a%*rMz
z%uF@3fdtjKYKDdu$)+|ex+oxi$!9QARty8{hM5UsV5RWTMKRLA=dnCS+fQ0zCoO>y
z(kJ~ZDvxnPG1ROjGL8cgZ*Tygop36^z#+f56gE)1!UktJMuungSD?I-nX;jhMnRaS
zS}-BA`{59N#AC8wvLxzpfqMiXTjcH}8e-*=eVdkFpemox-gQfe?OivI;ND3!{mU|6
zgV=89SCokr8IO&qi}i7ty4x^Dmv%WZTQV2vO0nFsX&HVtyhZcplCUO|hG%#y4aoFQ
zX<ep%l2MWg&6a8UwKQAPKbM55ivEezSz*N>3O~ylkmb}PnD%4RiYv7BVr#Fc+*`Yp
zgVv~p7#^h+%XlSZ;$$V0YJfy&>5t6C)`T4nn-GO^F=+@S-@;yJkr1ZXI=P9$J-}xh
zW|@XvBz!=DoR(V2##kdD$h6@~?GF?r`zfgvAnmJCkMi^A10gq3FTXeGw(f511+Ba4
zfh|W#d?;lx$*&B#3w8OFF4Uq5NaG<|L4nd;s8J>N;}uhMgL+aslls#51CQAp7CW{P
zFgicl$yyws`blN;o8Bqvs&woa-<ZOS5DNj0gOk<MS503CJVvG?=rSm6i~=}GT#sBk
z>SwlNwkk^SD)~`ZdC70rOaikqq~<am_|9yw8HQf7!WddvaYvP~_L@C0AIzx3(7Xh@
zuRF8D9x?v1Vpf!A8<|;(M?`(*w}HyEW>HzIU|{u7@P@WvAI_+kWsr`DLD)k@J}Z9y
zvY3V$Dil)dP)r148<-ZV1kma)-Fk~5=B6UkkjY=TuJo#=){xZNSY=bOs1oULw2$hT
zVSg{YbG_ZVV8sceja>X8Md&i+30<3a1Pnqe;1aum2$SQH0n-3XZCSzi$kXZG8BF@^
z&}bYe7734n`Hqj6R72Q8^>Hj3y59*VyJL}IQ=)(u4q}1b3c7fw|0n?`RkO$@Rkt~O
z*A;!>fStd;?_PxM!Z5h+^#X*C6joHG!4#;6nbggAA~e-|uNeW;=AEl%iz6fQ7TuJ|
zekRE>Nz)W5bom-QlPQfELPNChMM-hU+(KB)(CJA$B;z3R?s0vjeHtOW7X|d|=-dxa
z{`_T_m~r&85MP*H)W9UplJ470TxFsaUU00yUds9drZTGtsyud)tqjrFDSQW+6u~-Y
z2bMXObqgI+UHI_~0}6WvTblsME+|k41soG+K?;c$!G`Q%H_#-q%*lu<Mq$!$o+PR%
zT~{#N7f5^l5K&5q9tXKOC>aZq0E)nCA}pB*cLs`Z{vL`*X(JEbWf7`5NC+8V^?HN*
zNaTuchbk8RbBG{k2<WER>l5Us6J}HtSB^#kRUt|m`Ud0&{^*c|deWo@-G#_;j))j1
zW6qu57S@^P3C8R->d5={BbW(^tTRZ+2L9xLC+|AWI|$z=jIK-sBlm6)90)rp;vg~u
zqfBlTYYo)P9um$t)b{QOa*ewf5j1jN(%SD*2sw)Ma)8uORG#`%TLNteD<;(gAod-k
zzC{2&n*vI02Iiy}f<rOhikn+dQQrmo3M(vGHJrJuvA*%i!fgV_gr(ZyGy+w!WUqBf
z7qPmo^7`uFFQ`j%V})*bZTDU`xKC`xgXdt;L9FaU!f4W}ESN-B;ATl(LA*_NP_iR1
zJcx*dG!gDTWioOMBd7@HQYrXz!30jW4orZ#OzRa`6bF?<mjo`<vlJ=Np?R$W0MeL_
z2Q8S|k(Ha|NEy8DylN_sI!4l*+xHQd5Cn>QnmakLS~hY}Euj5&WpB`O3AA}g(=mX{
zC_)S(F$TW$g$tcz1!CK78*#nG=y$LhId%+2;)!7}rhq^c>KA<}$pu%UsIVOL-SY_C
zI~>!>OU&8d1&7l*Ap2xb@FHdvmW}-YR%M4G@}ThWqYhDl57nfRv3XFdm^VOeVD;RD
zWr8>#Rf4C{+rlJI@Et9fGzOwVq&F0)oJCAU1pnTJi`fuK7imSs?gc<fuSk3XBo3Sq
zM_r0-2oeuKhrhdzA(kO2TLTJ>;y5N*a*iTT9Ja3!LeHZKG?i4CZO^?H{?MdRC`TDh
z(czqc%3x6RoM=4p@j6-E>A*;`>oL)k{7Ebhv=xBSMNA_^X4KgoMW!McWVPXhh2WL<
zkWR=Yw`P$AdM_9`Vm}G<MCwHly@gboj&n)jf<qaiClMy)*{H{vmYFNtYELsw0o|o`
ztGN=im)dJ9^|ks^y}i_2X)P@;SJ$d5KAvc`=QFCbinypz^F}H2KZi^Z4e=<`E63j>
zp#;R9j3r7qW6@GN2K;)=JWoza3UsZrp1qX?6hrw&8Z?E|w{oMXD3H1jC@<nrr<qYf
zE5o-@lR*`GG6bMinj0oFn;HE?FYO9qT`54KwZw=NbDyhuJ=$3DHr6LG*8w}M`m+jM
zjG`-QG%jy%+_<5D;)ch@ka;HLx1z)`IvQN>itwaWNar&_xle5W2`^t6G2~clR86VO
zq}ju}R_8gE1Nf>2ekYBd5HmMK(NdjWVuzx>ir}Swn9eXZPK?(~1{9lGg1taX8_<e?
zbQq*FP%yC-!A6nzIxHQtzZJQMJenA{jZ9Usj+S5_Qa%J);V-vvrq!mEERhUMfrJz~
z;@`6A)tjJ69_JDRaDMqJwPasM?Ow%A@7X~<Gvl?!$3r3Ep?D2JTjM}x)Kpa<_Q4qT
zKNk*)$P~G9r*k0r%_AF6`ctkw8NPKdD)~Kp+Lob<t5#N)R$H?0TvlND*O4OQfI>l5
za6Y^n^m-NO^+bq+%2KDpnFti3+#lSMUo6p$1>(D=jPXJ^_$eV}w`^`ZdX?PZZ1n|%
z)TH@Ps*45u<Z>^9<Pj||E8bG2(G1$lYpo6sU&cE<B8=#SXgdk#o@XB}z_9(P%(;1m
z`pt~PJ(pEISCL%Sd};*fE{riOt73W!8fD0IrXUy6)Z*3)v3ZooYZf>0B0qMxiOv<K
zH&R^FC%^C@MuvEr+vIseqPTH^1bQU&t1Y{mZKNM)yO%xpyZg9Vs@l#)9>aI>F1<FS
zbqeyC2&8)a6x8gnGZuF>_UabV`p8-FxCA<lFZ!$DY$(F`5{TuPsNEF}Cq~P)QH1fO
zV&n#?;t7&-r0TISj4uGpIKJOZkQK_-$|ZzQ8h_uO0-oWl_y(krwoKBjClUd8bsP5$
zx&@QqO59<UEZ{SF`DM>ALmtu!hG9~$wX)?|h%3U|&bxB<b!DxpA9$THEdKb7<y^+h
zYOW7q<bU&Nj+t*xF-kP5vs#-kk|$4S*lP^r=kk?%>P!nF+tEU|-u8Gyj@Hkhr2_Lt
zkv;6+d={}B(4MS(j64*45I<hI%@*6wRX*+y;FjhOE8S6rgeo(lj~&SjmkRbWOYusx
z0{K2k$|x*BDWOUu!5GPljeKonnb1C)+QNf3XQ+#EdA&U;C#{5il86!XB*sH^NWh8s
zXYde}@M07I&uT8&tD2TmIL+<R6)~jzD*`$h`=~{dXULXX61%{Yjvan@55^J_K!R?)
zo(n=W9Z!t05l9*s@+)&JRv=If`4q%N{SirMbsM?FF?LtCalc@e5az_bB1&u{>EypS
z=|gvb6|;>}cDIIAGMigOK0(qu*>KU3>2(NFOZ=l9YM6-~+8nUvK|iL@o$>aNNpkER
z`Z{XL8Sfq>Co=Plf_nDyhdbAA-`V!a)2cnV-&fC{VT(ii@$-i9q5VcT;&D9O$Id#R
zqq9!rn5$O`_m_VC-+uGPZ#=(v^>p?3*Dn2!Pk!&z-x_Yc_1h=^UH>2aZ-3(te)U&0
z!zO+S7w@`xIn6TRQNeq?c2i+|RB$|YgDKz!qsHzL>@&3op8B67(Qd_6{%q9PoMgk1
zv-#PmZ;lisoHY*V@4B_KQI7y}1|alJzZb^dz4V@o$h%by%yCXth|{xCGycdW@T_U9
zPi7*K_X*d@vxr~f%WNmoSHZkMo{f4_Ou2)dje1W^fme4nbc1$$5XLPzFU?dPQk{u|
ztsq{;sy%B(f(1ftH4iiSv%=z5)I$Hvhc6*|OMeOT`}CJE)lYwk*s$p@$p;|qtq4b(
z{u0gw=`RtiHvJ`H*QUSBAXi4VO)pA;Zoy7=gy*ui;j@<C8AhrsBJZqoHYxfpwIe*;
ziC^K#PW%i{b@VfOqN8V#(;PjDpX8|i<k-FhPnWWHU7RxMM;O_6s>Fh@LWDVl2@aK%
z6M^IB(i0hul|JKtSZ2sMLi|x+Q+Ih@6|n;8ngvk=!B|D4RblduUu#w&4(}Q%B;(!U
zp{NIo8yC{zW3vE#7d4s0k%xvVB`<B!61vnf#ZpyORlNom($|b=K~a?vZq{Y$_yQL#
zAgB{fqMlGq;(F*_7B4_gL_LBuRS0X1B95+Tsf8$#toY;3<8d-CUv}wORajxTD&vl)
zZfvToD1=pve#)v;k)*qtER#?V4^nuaRp|AHC{&d{t$KuAh6XdgNYczA#QAY|BFVp6
zbt@$7v1gEW#hytyTl}$*bj2P^IhQ1XlnFW-wg`mnN<oYZ2@I9ABl)_BNqs>gjFgPX
zXb7gIeAVECXh^W=P1HXKk-6z{rZ3IeAGff;7xUg8GPF1AN5NtEh#U<M*6_$psf1_9
ztVp<eq%J{I61+gJ9~EarPkZG^_#l_lq8#q`{7y&-YQmVG$1Jdg-W}gPdTS{Zu^Hs|
zA)q`O|9zqSH!R6F>2_a&Y~+|0q-Gcia4tI%yNbN$VWFg`xy+prVYn29Lp~Xno}Pcy
z5ROy9qMjp4R!&8q1nEzNRlnF8_MkXlhF|nzWv#ljjBqlnIiEAc=2TQfCJT#ZrOwp?
zbZYIBC~I`^%X_1}W=~sM)R&rT?M}_-?n2samZnpsPk>&d@GGNMf81$-<VAAjuC&(H
znrr@An@bDXI*HVUkSQeg89Lj+I0NU`N>B@yLU<hCh{&^2eZbG3rDGjv#FeOCY1eeV
z;5kdsP6VE$s=|t1HBWXRvmvUiwL8m<I!W*@yBG5C5YaafV|mmW?hi+m*8ag5s8&GA
zQoFHSU0rD~vP5A#p*aq|Hn4rYKWq;nu<wuiK!|I!SBH_ya(ks!Yiip}A)l9|Kz<*R
z^4z_)sD821X|6REgB8soJejg)4U?KRM;K=MOkl`#haiSfpP3xauvxs!FjM%J!KQI2
z!=-T~zfa{r2AIxi44IFW7&;fLFmO6+Fht5Hb56R0Sq8sMWs_;#k;N1lypYWTQ${{z
zz|+Qg>hR_o)jWe4A48t{&$oI*ESig6qq5jqt1Sj~p84r-^msFpC*dA~%t*8-Kf&fD
z0OA~=XT+6nL&2!h)6pjslg9TFleckWQ&Tb>TS`%BZXROvZuEK+`1Zg-s{r!pSfn9_
zs^<fEH?S!HG7Y2-0aK7#SX$C6taskOvJFiPYeDlM&MGg>_#?Qz>)SV(svLw*!;$v>
zqZ!n}IG#1Q&)Y^P6~LWVR@!c>z9F36O_(0|m;vf<`j}2d!Kl>d3H2GBYsYZT6n{J!
zQ<BVo`_5!Eg83?9{cjBV(3ZOwhj8nnZ|iX2f%Y8wai3%EKO2QsmGFnC%&<Yj^9!U%
zfC<<A`}fV{ok-{@%x3Q+ll_A1F-DT|dEqj-4I#?_IVbH+aM6OD7p*S~^Z_@o06Ex1
zazKUP?<a?y_oZ{7^ix7PiG;k=;DSVQwgcQV`>jI{i4h1rT;fm_Jd<D*BK(wu(-%Bm
z2XNZ+9Eg>=g9-V~5wMHW<Sj~Gk1DVl0SVG4aLIyup8_PE6@ti1?+;m%Cl&xioQG!`
zyG(kjF;BOJ`f7LRAHWY$uM+5R9^kBXwIsuqUL23IfJ~eGsjHsmn;)I+nkFIgg~v!+
zsqnP5I*PqcRAFn-;7Zk3&#h4j7p~{c1?`p(N5%)Lfb>dHJcjKNZd1bn96GzL?pQlm
zF~v+O|Ng>%a)S(mH*o~Tor~8<*+vGO+F}MgBVsDa`HVt#Q0YfL3%%w=K9DCItSlBZ
zHpwZwl*OUpd2IS|$eIq3gG<`Fzz2`C_q^e!t{YaRkLTc2_Addz6U_)+Pu76P<qX73
zJf3Xan19Zy^AC{n?385cUr%CdZx8mRO{I7$j1cjU{?o9LVD{2*QCwR9o?`i$5vX34
zXUo%LY+f(w)pcqrB45xV@%N<ESgT*BwX#}0(6d?n4nH27A3ioe{2a{>qZbi9AKm%?
z=4by=_v)|xhyU=8PW{?H|5yH?{ab(g|N1w7{SOcS@&EImpZODi@t6PQ4?~ts`u3>U
z4$gv(N6?l|b@^k;3Rp&}wfppU=-y_93nrrnc`kH5lF6y;*Fv)9YzPa&2mq`m$d1st
znUF`_y>(-UU$A{4Rpq*zNd0m`(snm`X?KtTFqRQM29+!baIPl=Y33-+)9?6>2w70s
z5vEg;bo{Fl)o;L^b{FwgtiH1Ez0S66qb5=0mJB#ogAoFF3MoNY%TeV7x*g^hdEJ^K
zJTMFB@3|xj8ruAF1TllN17Cd(o2+qa^GnzkIy4f3>%!>TY)2Q`&N<*uVcM2x*ur6`
z)>iRavcgqF_vyD4N(zKTCRa!ozbMU_C<5@N%20o6(1r{}fEssQ03`ew07AN#4@$}F
zrUT<rlMBd@8&8Ml3r~JXlDigy{%AV15JCa$HpG9!iqYpP=ChI`@I`4lLK0m}heG40
z14*&QbhxOHBO22gHgqJd1ERR`mBpjd#?#`j;6Zmx4yJI<Yj+2f3m0hO0iIo&P?S#!
zZ*3D#5zslp<@512NfHxYgrS`YNgcL-!XOVSZUiK>NTnb0+Cz|_l<gkt34lVFp%Zvf
z0i-LI1;}7Dj@d3yF(O3E!fFOrMfmd=HyIN&j@o855<KLA$(X%HZKNQYhK=|q)c8z;
z&YHJo#SE7=Yg1qo=d20KGd4E%CQ#OVHQ~}`s|k~1Jkn>Xi6}NtmFV`zB}n$Wd2PT_
zb$yr0V=xRIkAh_;W{$HVAh!WwygMmqNP>xDZj--cj1dFJ+{SbX*pkc}a~pN0;Ufb=
zb+bD<uF$mc#u1oOv@>ehICF$Y;kPf8Q6tL_g`~8YQ6m@4W5Sgrk-;-Yk#5VAXi6Bv
zmSK6ru!$g4zYYP-kS}4X!?^}wbk~)V*+U|5emmv!jmslQ065wxB8MX0Bs-zVz^f9$
zvEQ_AjS2=abafEp-2hPs;30T08Ir1)f>HKF1YZ%1WaK~<d{60)!!XB@x+t<|Z$eqm
z5s8>$_3rxz6tS1163;t`IZNS!Nhd9I!xY?;0(Sa{p4z)RhN5q>yGLs0`+NQvp=C+6
z?6>YB%Mz=YRbb}eflmaAn8Y#$tTTX0T@tJFdw*XONU>VSL)^$(W8}vC*|*tWP<6Qx
zA;3e3l{PLDSc{OCeZcWzk>wqceG!zCVv-Vtf!_k9T&D;~jQFOAx{8Fd$SvEVyCJm<
zAy~)V&nPZvb24^dpa5yci1LynKxlv%xa7QnIA9=bf-uff6;HO~ZPuj=^%TV+Rv?Nc
zTz|P$U0SPF+e<BfWu?*Z7yY&6n(qhI_UdvFR5iPQLzQ?{on<%{0uG>~v52(CT;>Rf
z_epEdkEEIn$FW=f0Y8%}DETZFY*MPtA}_tG0n%M@d8wyUAZFN18K_ddxD_DOv`E9l
z<)qHcdW~*DCTs?fN@WFLzmf^gtyeM9bz8RsjZ(K2&te5miT*NrMr!TwAO<RRkmeh^
zPtGzbtHmNjk4L5Ay&*$`hVSh5N~I>fwV%sA44=mcm4s}oIm<mOM~0uq3dumEvDe-<
zF~1JJIVbze=v~=gNnLwd^v4d?3nt;53<|ly>)S|E;a%yDzc&dc8uX1!P<qKo-%N*;
z{kG+IwLz3HEJw)<^jpIKD<Bi{%`EH?A1W%|$^s+)zU3b_a{zCRhnpgLu(p%<RyyX5
z0W6TP7P4_p1}MotH;2Okcf^~TS23T0A)<7Gml3y`!d<r!g7&^KY!X(@y997+Vc-q=
z2j+?GsG%oeaK$SgS%+7Gc9qTWzby4Vj8LAdc5p>`P=2u5__VQ98H^rOj0lMK04S#C
zzJKZZw*B55AfBevK83a#K+lV~`xxeBcp*^AifUaIO+WKx#ngPbaWnr+2{z9k#4@2*
zjj50lGV{Cks2-^{9^ul_GBbRBvJB%jvoHZsw;~0=Oe4e8aTq*aXA##iqkgU<xvV^g
zXpD9c&Ky|N%kw^rbQL|ED!m(<o0}`k+D#}I&Dl7jb%%lb^7TkodD&|`EYFL`CnAMG
zMaY~3-e4F)A7QgVPpGkoj`FmKnLLE&HnGLJIA0;K{|JFg5Sfg=t?&B1L3iZgcER?<
zhc|<M-ye?M?+$t}?nT0bi+9zx_4YWp>$Ud$9*U2=QE+MAd0!xKZ}eN<ymK?y-|z0Z
z7jdb=rx9jz-noLf{`X+Cd$s#>cioHkyf!{P=#~s1Me7-1XFI~K?ehsnwEh$<l9XxC
zDcI}iuO~UA@F|$vs(v~(cZLCg^;>)qLL7*_Nt0T;An69#3s$^I?l1l%;pZ_PskdTr
zB%)X%(Jx=W?5e<)BZLtpW|mPe<!zYlJpY|+DBLZ(`(512M2-#-QUd80=<3*2w>`R1
z;fggHQ1D|1Nj3HnX6>E~w+YK>)U95kPvyO|=QokNs15t+K?`|Q$b1`-I4KKHKt~|t
zxEPIaA06@aOq`eJ-7O$9PP*t9?iwD0xqNFyINzc(DGaQcJ%f3GXngedN8=0A^Mwe3
zsix7K6#~-;dihdf#?~2iG_PtW#EB-|P|&bB6h%NZn=eXAxXa^#E6>o90C=|9i^7Ko
zi1g}D(J_yvl>p%$BTTwpi8lRT22}RR9OBltPd-UTAW%;-a5}or_YKo?g4BzAmEsOP
zEi$p~z=A^&bqZ5hC|aXL>UA{w;*0v5dC)MSO=lv5hedmH@vuNAV!^6D;-Q#R2Z8kZ
zA_lYRfEiY@>4l~ZnYMjpf}hgXvEDx4Of{0n_OOrbVLw-UShfDD2n>1|cmJ)wa>wm_
z?c0CwpZ@X-Xa0x#Z|(fbpFj0$fBV0G<xQvmo3-a(f9B^j$0mN6g&pdng5$B(X#uNK
z#SM>OpQ+{7`6vA(dstYf$lFge=%zMXQPD`E;WqVqio3}#ZSz-vum!B2WC2U>3*9tz
zoslor4K(sj|IE0VYM98E95>czfKZKL`fWQJ3RM>+v9rEuMZ<||DC3SC4cn<<lnHMn
zD5`!f%+Fxe90@V0-)G-Sqp?hNu^e~pXhcz6R@t^9whAKpaV$}!k+FU?yhY<3tYD2_
zhyYr5tXP*Y6w7W%(d)HKSu1CE!FH0OX^IXp4@^!<%uBQ`G>3$A0>3k&UM5K^9H-Os
zcV!-3OG*V)$UUhov+)xafI$nHJt^;MAhf_p0x5E|_T52`@+{wzhV`U54#i%`=!x{0
zGSzVSl!alWKK{80w9P)!m{LB^L>!)|Uj8eT{DNpW#P5szo8!SQveH5dG8s!JTJaRB
zXqS>=lCL<C`2$4E(Qz`l{vQwlcvDGwh4vwUZ;zaEdxw-9whtYBcT99BBh`1^Ye-lc
z-~mi=kkgWXb2L#wH+5ZtQ7b)W%T`K0?P%bLajF2Me?nXAC1r|DiJn>U1JTZK=pQDS
zg=z%y3twlYO(-S|zlWCo4YG-N8xZsoL7gt>mob}JRjT86d+vK82CDatg^LF1?RdXV
zM;VrpB#QW@!lD+@OJTe^y@??P9%zY)N-K+7-LOCoAa_D?=Z6U6h%}~XG)YE@sFGpF
zfTJi(K?TB9Hk}u6Lf@#x>C>BN!+Q{^6)uCDdf_rk7$3HWxJd`@<QC&o#qhjccN0ZO
z4*rC>GG%QJkbIl$NyNEacW0qF6Rv{>4fvX18?Gxz9%?nu1WUg&y?>&dkz|)`ljMfx
z;?vQKj?p&YMd3{o@abh$|LguqFrgPMQF1B`hXm^IONcTwJW&S7mrbG}4H@YO{gY)z
zAzP)*CF+mSmo@@xhF&edrE5ZzLBlZlXn1B~nmj8K@*CJDbxE>$a_$JMNkc^@&kNFk
zFi@Aq{07uXG$xrS=Qp5E#b_8Q&jMR$rkp!mYGUst8Y({olt<&gFO;#et%4zq#*>IG
zdW^-kS=J_VB@CR87(4X{K~VY7OHF)=Bz|ENvy#fPMme)1SQ?maf5Q-S(}E#tz(nI}
z{Z@X-Bs>Be{mBDg#+qnaBQj`DB$<cet2FD!hz*NlJ~IE-E46y9z3eY??%rwdbsHJs
z8F`|qP{3IlaniT3{*Ga!`Kdm5dpiPFp~_ohCK64S{K7q-NZhg0pzFB7oFSv8go}G&
za(58y^@8Dg6UN{D?p;rtW}f-5*LA=9yT3(mBSi2|5esf)=kuKOx(cN-j!^x_Wvoxj
zLZTG5RdJJ{Ziht!^5^s^S{s=p;8dyPlQ4Eqx1ab2Wy`}Ze``3nCqx={&4L&*;P3gL
z9l~w&0q*=CjzHFjJJ%|!E@IJ<Wz23op(#)T&RNGT8dkw><c=oLzI|ccfnY&F=z7`I
z;t49lJq%u8Hq~G9u-c<*6rmM^+(i9p>^b_`7y1h?G=}C^3?`nR)T2o))I)44b-A<!
zAR=lDt?U`2Yjk<zS)s3bP#DwcJDZoU-r9Vus$HqAtochTwbhk+rxDZ}ovQy>Rr@)r
zY7_TJJz?C7pS|?I?|t*vezNmF{kJcFTKhi+e>{0@^3LCX{?dQ-{eSYwrN6$+ap+Pe
z!=s{Wodq3_pzcxi`eVupXp+?ed}6awflV#UIQ^bF0*Nyi;{GDTp)36u$s@7}wS;)o
z1+eG3<Y(BK425>a0S-9$O+@;7@(3g^#ef3?8Ge`x0>uJ!BuGcFJHdHq!Eq85#>R0v
zS!Jva?#W8Uvgb5Qp{GTLWwA*ul19T{QXUsLATlQFGv}$%D#JfgNTLHKgIJ%_PMsDo
z|42HDCM$OnG`q<+1vUr>!#Po9m*M2P7a)RtmEYS21DVzW#ziJs>7H;2BL0u0!jz3p
z*1Z!yCF|0aA|1DYp|3KD>7YycpcG9$DyzEmo`@VaO??|x-RAFVL(v#hEQuLnUu?lR
z=#@lyz4;1Fg?9is&WSO^t3*{vsE<@(Y#Ls5-c4psHZ_szGpP5|z{YeD6rpaQ5*6eo
zssivTQ9pED1~C^3Rdo&eaS2^gNGzElMkyo~Pr_qp3yzL!CK`iTl2J&)pV&Rgngh#0
zQEs`TF{1e|kZ4k-gRRtq`r1O86f8k|P)ItTNNbV?;X9_!UMWhoq+T5YXN57;B;1}I
zjb=W#hlKX%{P~5_DzNaPgoYsI;ifNdnXZaObB!^Dc_OW3R?Ot3WEA4pX`f6-y6PaS
z_GqOnzd6?$9v+O5+pRL%Tdvhfo=)cwoV_ZI`dVjkakZrg$`7eqz?D2FDjDD+LDl%E
zheTOV&F$*@xo+GBku&hHH}84d*Do)whR&SD33xsgTl9?}sdPirvAqzX0QKlt8gs=P
zl!;DvyZpj(zl_eG<`a7UBWR$5{us7r{U1((&*t6h!LSL3Q1>Grih}OIz0(bl)kW3(
zX7XG2;@-XC`fh(hk$l*BG(s$x0e_B2ktkj{@XLhwlKz~~ThoC&^dvt$!AVmbs6kX-
zDhC{;c<D4Ss1OxKQk&B#ue@={2UKZTPNNXB;M`m_;ZUtE!4)(GyDssl#m$l?_3uj2
z@(bP3XcDl$l%*$GDvB%OSh{e{AC2c-#4!p)oS}oEkC;C#hz2mbDqzP*Xd~H#(|`Fg
zj8_>FOn^W=-~*H*RmY$oR1W+RA{Pm?m$z=f;nX1=%=Z=2dBP6l3$WHi0eXs=?8=T)
zX>eTXK$v_YXfT{@_eWtAqM+|lW}$<i-SvrQ7DS#QLQ=or`mNSrNGcUljeP&wjje6B
zwpy($$>LB?wI6uxL06Q64PT>LUtRd%#`ca!pq>D|;M_-zlyeBWBb*ajP#*Ot$`deB
zD>~>h*bYT{21cXzV8G}jlMu8|@@53BPk(nJ{9heshm=q_rRkp4ZKH5VI)W5rF(|$v
zItI_-XN<s84-SGBq%_nfBrAdkG|@nxL=S1Y+WxTZeqS!0qsji;wF{tj&<i`Q*X>Wx
z@^0YugYg1dwNRrRxfle1BW%;#H#+k|Yle7E^TOJ7h@duIVhcHpSaR=DE-6i@^gyQZ
zGkXdoj{=yIf}le%Krf)kPQ#!BgIv{p!~`6tDx_~u2ClNwNU2~}3n*~GyWlvN+ieK4
z$ep_f+{y8-RAMGls5wr>y?*QRMn&=0yUb`6x^AMo&?H2zf-}4DQFbZ5Hn<qvPnEbE
zhyy#7>j?h^_igcER)>C-)#1zMQ{5*EV_hS@Kdeg0aDt`<DJ^M+-MO~Ws4uGNMe1K-
zJA?uY#vL)o_Qw0Yg<+>fKo{l({8D|f77lz0JOL^A<<-X8RCodce1KWe^PoI^4_233
zlBY1a`eLH28!PiW>zG6EhCd`OxyY+%78e?Y_uI=Pm9d{(DuD<yux2BoCnYh}mm4NY
zz=S6yae-|kxbWnX?AAL0!UK><XRmv}liKLob)MXE2^)`G>;Sa<VQJv-bXeQ5kRhBK
z7WZ95BEW>kIs?ACOD6vYGI`)!SqF5>hg>;2j_Xc{5<+Z3+1A081OX#jw2i9C%pGeX
zRPbQm5gIb;915)c0BZqAaD9lvcK62j1Nv8!EF5KouAbIhT2iQwBAb+OP8h&l!0#Ut
zA(T|EkIcu2yw_(;hz<x0WRw7Rf^}Mo)&-&Kq5bc==kA~q+Buahj^y)Zx5%Yi_Rc%&
z=SR-D4f|va;?B*x2~Wp(OpA8(6*k~=l!T8m*`d3zZ6Uh!nEC|$Bm?nbh!FAO0DVTA
z99CM0`7z-zV$>x>t?VRhR3Mk0nIwy=!wP8ST2#3a9Lii$5@6PDfU86-HMmJcR(Q~a
z^|-s+mlR<e1Us~84@A<x;ozWxNj?k?dPvbnXAv=yDI_QYKnN}OIIaLqb8s)98bwG&
z+W#Hj{eBDE*AT2ZBJU6kS!Xa9!)XWD(LMw(q2Pv#;9<C|h}eqz{w}m9h-elrSClpZ
z;R&&EiD)51&W(uRLi<$xXkoec;NHse!okS@RBo4_qG6v-`du8UKa~UWDRs~2Q+Uht
zKb;)(20roOLc94{u=`+f;R0KHh!7a_uH*!9jN-^3eA99sREEL5E(v7SVf5HC-tlXF
z$Srkai54<1XIxuYm3lJmgGsZ(N=z$M_B~f-1l&-UjJcQN^UJ$-?S`u9$qg|tqV*nQ
zgwYqX{>}BAXf?Y!utHiT$JGm~OHWlg{XwNQ3e-y@az`4TywAA{4f7Ro#R451_&}oK
zR>XsE&=rpUJ2v;UQLBbGo+W<e7R#U+a_t159W+D6Igl?O;n*3c;R6H}ZWuo!*5c2N
z>tZ!W9`L|hjCQ($z_qw!1hL=^k<xj8a-7NI*pp=jxRW|m3%?^=np*@Pf;Rm?)TDns
zM_Y2OVfgV$titFMoD>>aSXd2%<P6-#kx_D5I_!xt?s$i?ZXt&dbu00PP4XE5TG_*<
zF{T2?Alty7m@q<eBEXFnKPwA_X&vlRKw<ppo-v+@uTKe=BH0cSTiNpoB1L#&ske_O
zRJ8NT{N{0aJfXPv;?m16@`Td+lRP@v^GWYdc=>obF#{as^YL_2y{A|BAFt`e&3dYd
zOL(YSitbb9+edw330l*5{*gKOr4d;4Imeuxa$?JM^g4|Q6o^ZSo3A`l@fGANtOXLp
zG0V&qnF-NmX)AbMV4f4#vW30Tr+mFoMV^wOAbNw{#}@LBE##YxMaoD~TUuOfuC6V@
zVW9CjTFA#ao-Pbh3(wQS{q4W;#$W$m{=J|1<G=FW<-hu8Yk%kDfAZ?z{EdIS{{Fuh
zzWVAv|K{)g;(T-}*uTT8Q$4TIjS}yA?WRKYsNi^Pjb6YSU5(u%*k_8fUs)B_X%!VT
zhz*X(#yHu2J*wkRwPIK1GKS=pkwfvbjCf2*NpA~k<!!t6pNFROv3fqDsGg>t_a5u#
zkE);d3M=S6Q)P~8?PCo+)M!VwLh!yIDtfPgj-D9hv64QBo0hpTf$}9sc5EpvJ*|R<
zuKcl@{;`^#)%%8;-g~U4C$qNVdV0tC1&4jsj8h;Eg6ZLJ*_$oV0WGHiZnCFa9&_B>
z4t!WD$UHFF02bbGyD&VUNEXr$3@vtr|7av&NG29#2Al45XPZ7`y5L!nW8nd&0>;95
z2C3Gq-!NM-e<Mt+`Lp3Q%%4l%s`;~S|D>3*x~f$QK)GW6wotEn4R6_eyJS|pN`Y-t
zBEH6CO~8`yXG)$*MTKRXIU^TN=J1i_F>ycTZ#@J}2~Ky{4VSw_PeI`)Xf_7!eM=r0
z<B6c2)M2qdq!QJ^TGdP86u9QqWhspCB83Y~@D8MSn-uvm7HBhW4Wi6$v}*zku*T76
zIN}0bg41Li9T}Iv1eL6<P$VHVrizNGtTx=rZQ`v~Jc6cx!z&dmuF~!fc@7Fri3iV=
zGD;MgIzkDdG83X?ruD3}Vn96!(IE}pF+}o!N$&wRCjd}_Z)xm&1hCj2SOn{N${Wo*
zVMs{>fh=m73y{w#MV-R`iZ3ApNJb8m1p^m-6=fTUEsH<F(>1Y3&`;|RwrXS^U_BFM
zMM+(jR;SpXDr<!F6!n5)5R5-rZ&pcRX`t|m$z+xUo?04L5i>s;Y&Cw&R~aL$##Vkj
z>U<@a)klD>q-Gx7`gpan7|4C(S1X}c-S=UCZfb*PxmYD^a%NR>HA+5$R0JT1dC2>l
zJ!aw;!osuKl;4WgU|DPuv^V{jg+?ggU!K!3_Jh2tE^$=JbhS0YCCn1*Oado79D?r5
zu=A3GDSR~B8X`fNw`PbP=kg(&XR}^)XV&<QfX%bV9R^+a>4!nL8GhlRS1?O{|3Zai
zV5622AsGxq9kMMrOO{w{S}->~qA}N;C)C2U$ih5<(muJa^l%DOYdF~sf&;iSkzw?c
zXl~e2t~4u|dNvH<y3HW``H~c_z};+JNn*$aliyDHJa-k;y1_laH<A9YaL;NZk`>&G
zhm+PA4&urI{VTs^=?Ij|7dcbGd#Wu1?sg{R(Z|T(DjLD$y#2{J>KzR-=zntVf``07
z)-!TM8*~ssO8R;U=RCMl!MPhmbz9>;Ja@@G4KB*V0UVz8;Q;FGdgSjZoU-U03c-P!
zJn_h7HF(ep4utdKyaT5;IDNSzn3x1EJiYG1W1XVji2@>C?~R4qgksM>KzYx-0iSQ^
zk$Z3{go_s1=%6CxMJDI49+LnhD1x9@<WkSo-Y3t-_5gl>{lVDX?}AoJRU-V!o%;y3
z3};&56#*YO^8BOBP>_;|Y(v6L&QQwW>%Fco-0RLO4m*!feSP@ti>%C!?AlMxnHiAI
zgAdPh3$zP29N*xVI3663kRRTN=Rdecp}x*LB-m;7;KT1?pgs`UktibIzKBEo2|NfR
z<0+Fe_0cbVHR$jGBws-|*TKi_0unuSTYGf#?_$h|rO^Ie@{6P~jdM%41BY>xbVNNw
z&B$}N5pz&EC|c17X}Hh9a}YtRdmeGncJRY<0`WfF?O_`+hF`wUKz&j{s_Edi*Zk(n
zYICKvQd@-6@tVKV3|5vq%k^fbQ4RbhJ#BgVJ`<@bHm?}aH}^Q)2qy;=plLw{Xc8fq
z=$dH!^gQwO!D{2v#!_W4dQdR{)KFJy-ZErM)ym3}4!!c_snCjib<{3Z1Go0(&mY{~
z9m2Kq7ZxxA;*_<JYYY?u?*5mrZ)Xfrj7?G=z-dSPl?kVx7!yCGo@tM{RsUKEE=D)%
zp2So&;*yCY8gV(40GR#@Ngc)y5euS?(svc5OwdhxypC2EBV8!iO76YW5T_$F$6yFg
z+pi#Z{b~Fk{d-x%VDc_{tKMQ|5y=Q5U};c9;cR#M#Vz>nW8K}az+D+G%-xnN2joz$
z#$9B<J4A?+eRlv4Z|Ul<i0z84pP}{E@00u-Xp}d2SWK?Me!qJ#p_l>K<~oF(9MB!^
z71{-`f@2SddQgN<x$hscOY@W4f)Z7|TlYJQLABcHEVWwgPEcQLt@+E%)#cUdY6H7?
zQ!my$3eU>&-qmoJB(7JZFT5M@b{`@XfvRinjZ_G4YZ&z4<;{?<#2{~vw*2uPzZc$n
z`0-W@j_dR`KAnua@CQdg0#(Y*0EX+hcHqv0>vy_*{`+P+zOBKi`#@Ej(dv)8{r2EK
zhau8k-6}YBXlVckr7f{MP)T!zXX}@v%7?Mp{iMBkW^Q)Tkx(4MgYZ>scTtd}g-sRH
zA6)+K=fF1+X$;fA6EgjB_Y$pB(7o=7^A?4>Td7yqRQVSNqY7O>`nwc_7};flwPjum
zo~3DwLa-yKSK76<ugW|J-`ocPU&ZmQR#~eqEi*9%Ke_w<T#4>0uvaFI?1CQfl)d=_
zo4t-&AGfva?u?YUeBF~y(WXB*_xsBs5XDo0Q3kj;;7mc&pom1hJzv`x92_E|4Z_B}
zjj&J%9lTh<Kg;fB`#uHey6m~%#Wi^h`>6<A-F<&BK<Zh<YH#u0cP>)Oy%^l3((Aj>
zCG;qq2uI6%CIYF5J|i}03ihFQwKvIX!%os8kuHS2u)u9rpKoo-AkGx@Mds(Ecs&&n
z+$}7nfWMs!n49>Tx=YQwn|h??-CH1-qXW3Bi`A88wN<V9%ea{}R%$IjXe>AVS}kZd
z*QzbO53$7N1-_pNG~R|kZt0!)s|oLr@H8e?4PE7DyVZo<mB4Du?O%>6f5f|6Y$O!_
z@*rS$i-9Dq3z4}J`#F89d3t}`!^W_PZK2Ux)%(b3ypN~L;`vf*siQEzj&nJJ9F2nt
z8(U$cp<M_u4m%xQwO)mQr9YxGK4oG+m_rz&)GD=h=cv2RpMR*kPI8YMOVg~ko#YCc
z2g+_cr}*$7CBJqOHaU)&=L=?{6d-HMseTY3Yxb=!7CDN}Sg%%>vE|eeJ^wq%sQ{VY
zZOAu!ZM>-0=mkRSiobLA>x<x~Ne39#Vd^#x21xzJo6DPa4Hx@uB&`><#Wy0Rd@bEL
zaDh8#q1hWW5s4Dj4HtCw1IC~}fAXfZ7mQydui=13mn?O8Yz+sHR?^HMu6M&L<P-m2
zvbdThrhcyrGb$28LOT`SQ`Z^)x=SMQ0AgK=ng-!3g}p=UQ7Q7&P6-s}%MiK?Ngr92
zUJ^oAeN!Ia9{}GF1B1ADR4Mny=v~LDc@RVI`Yn*7PM@&UTPNwK%hb5<x!dC8x$Zc1
zk1y!BSC8b4-EWd?m12d4INZ0_<$ZMh!n?R>%UdqQ^OOETw@<;(*0=X?^}Yf_H-+1M
zn>(_?LF~plR~-UzN<laTA0mbsLivy=o1*h^MUeMGXb)BzQK&fB$f@XkT_Hgyu`Go`
zCCLc{-q+9#0aAK!$B<~7;*R2f5{g6U>q9;uCBM{7@3`mGU6y;r6F1m%?t*?J8_du3
z$U@Yxb$k29pZH|qCdEUAAo>u8n%G#oZ;J@9>z^zjG@lHzN_PRsH%QtKX%7OXCXu0T
z$O(k#Hzq0S;S?$Y1fxUjx%E#zSts>GI#H5C+W{05k~!PM?!91?OlzD*DKe+xB&QJ_
z(3)V35baKL!w71DZU>Sc&7gAl#E2dY?jvOGq(|a?LZO?A11KpNm^oy4*%sC&Vi}6j
zr)N=C{7rr7a>H-RJNQz_;zC2?iaA4`mHoqgG0jl7;%(}V%YB*$Lj*e%N)!4aL;LoF
z`y!4Z5r+ta9ZEY+!l^O5VjP1?xmJ=z^WLQCbq5QyYK|6YeXUd*mHHaex;&u!A#c*U
zzdQ<v>SF2JrRg!gM7|X50D37O+q%++P?sc9qA9R#uEoNw*VT%~MbqdKAGITrv|0_m
z<x8#A`bssZH5Z$0e{E%H4H}Soy;g(Yxjt5NobYENbB-74mm<&Qoa47F8q+g1B1Af?
zO4|anm#wGXrpl7ZNF%RVh{ms9uuF@zf!}>S;ayDf7eTN?>L*6P%~cCbq&ctK=+)a;
z1&mC0a<jy-DqV)g%$6j(;Iqw_p~i=C#dz12aAXP4qQjs@ok!r6>)TNXQ^=%wWXcx~
zp_neqnr5hwWrdI}9LW-d<-4d%X<Y0zcix{VF=6scqY}qOFR&?>kXtrq9I-ZTXxTf6
zL#pE@!sSl(rDiJDm3Z(%2t?xc%5qSRUJw&Oh&V0uV#Jx&Cs^lu2#?=KhKN4t$}<0+
zCvU7P-Q5o+`>dH#@OP8X^0Z<02KOty;2sPyw0VQJW1;sPCEqzunEmnjd6+x+uxs&q
z=f%<fJnbX9!SK8|J!pG@mp}!=2DRqh%e~zIddqn_)+>74<#uZsmIKg8!D3)(ZDqw@
zUaGA%>nrW*THxcl&Ev?D$7fL314{1-f|J82g*)Qq$a4?0;q=C@zZ!kL9rQ#>00wwk
z1Blk~V_ltUT<p2(0)9?iFUZ@11qy=g<NV04p5s>^!?xz~aOmq{<Tk#*5UOq7`?t2Z
zG{gL$#KcYC>C*Z4%TnLN*yC31l`LzIvj;#8HuwEY*SGEWNec`!2!C?ny@$;xDY_x9
z|6$ltJltI?p|6GIh1>;FcCGK)W1WB3N~n#yuI!$5M&N`Y4nhP|ULT#}hj~MMzG6Ue
zw!8LXYtaIln@a^FDr1|M80~g&uZ-p7#x@ydL*Sxp@T5ek86blIgdkWG#r8sb(0WvO
zyUzZwiugaa>?>NZX~Uigdp}5w2FL?L!M!1W616dYffrpOk_b5Q8q^L7D+^&;Xc!X0
zRTGz1!&(s;3C0ODQj!BCML^0A7$xF%uR{KlgjwtmFzX8w9UwI@C53XOqz4ykN`XM~
zAqV$q1=w~cFbt#^`VasNAqi>+d`mr!?oxf>)>k{7M#EpN)tf7g#g#^j5~lmjcCfs<
zyxa<Wy|=Q-)GM_AK$?Wa4gKw5>n4)#cyxJV&iER=r>B&XN9n1MaKM6b1WfP%Nd&l<
z{$&1c&wgo=OrOBcU$#0Q#(s9uUgM_jXVze-(dTh^RqbgOOeJCc(Oi@Ag%PIT+foXq
zK4y%+Sb{wZuKV%U%bi9(PuXg2+rx0=D!IL7x0|PEBcT;aT75ak|CwG<%szh21QRo~
z3eWCJP_Kr$2PJ$KBoQ0ib$)7tB;iuUL1u99_s5|dNmty9lqsx&gRiuctdOK#yfH2N
zSwmw|oAmveE5bTYV^c7{XI-ZBW<wjwHm4N3uCjieQzmccq!xs>p~(Rm?1kIQyh92S
zA34v4yCmL+QM{C{Li8)m<wIB(n+Nj#z#MQm*cZm+WYMqO3}{D!oE`hfF6EnPB0msB
z?!ssgI|xFFh?20EgXV^|HPxJxwpE^64VIVdwMMhkUaAI*b-&eUHJ4gJd#z3u-Z0Ez
z{`q}{;8|Mw>7GRV;NgbDeJS=8^M!wC-G9W*NWVvC>#Za5#>mYf?t5Vw=w5D98X2zA
zF1Ud$pWlcZnl8A}3k_uFUbPy4SLB0WNiXe|z!;+CT_G7aBY)AxK<{s8t`&FCux5I>
zjh$B8mdx3064<v7`z=N;wqLXSXwVCgI<k$_It&v-LD%*$qsePg`h?9t24iraF?=Ht
z1XdscG70J{>zm0?Xp>ZVc(*<ZyZrS;;7ztz;hMjd4Tc+k$Qa2DF%4hlzL|(l8ns-5
z0T5T4Or3($cAay{{UX7(cNp0l8I>YQ;*I?ShCG)IdDH()clNiZgPNFa9w3Jl?@H>-
zk*|?+j_I<wRJ`681n>c3fCTge#jov2B+6esL=4cb=HrAKHieFkQ6$u`Ddcbxz@B8H
zhD|t$$v>Mh#LH`gUYqQqvq03<gFzA+ag9I*dZO9fCF_w89wzRHt&r#JVYc9IAh+2V
z%5$zX1LcQUthFG?UW5e78@KNSY~eDO&_6fWJUOz)h{88<jbR!RaNqI|o4W53#tu_p
z(A6toLeJgqwaqGCvbb4LfTcTwfUV)+f$pRP0=IXJ#@n-5U>EN_QeU=oJMHyLf(7JP
zHkcgfJ&b8eXtY#@GJw4{2y8n;pJL&fe3wA_4ziKyzO~nPi3PVW>@eZ%OyCjPpulsO
zqR<mFMQL!GKb(l`HNz!L7lF?hkrWWKWeFYhp~%0+)g*AmN9Y}c;DkB<k-=7x8t4?`
zp^L*+DZ=!@XtEn_Kz0*Y9qN6!b8VF=v=0pCa${G$*}vC?zagcb<D&MtXEQwa*hh`c
zdq$ZEMfA$sf#vh<iAHPpNNl$x!HDKmPrnv&aWY}iY-P`g5D?4MIC!9|v$-z>iwOYq
z31ss@(84Kl(8p<4dl}8yGs}k2^m5lldi_CoQn7pe8qTu8P^1pzqV}9K04#BYJp|W~
z`cF65UYW%!TDnyPYiq?#0=)x6k89}XTheWp$+9P&5~g??a#PqE>;2>F*6@XJV4rZ4
ziL_BlW`N9IeeB~wh)P1mwEt-}TL;~gX6W->c5@XCMsw}69n%=Xndg_}_871q!p*0n
z`8zT=s*`Tv0<=fhkRDF>Ozjj<Qzw%RYK@Y8=Hs?80b9oEoejBdG%C5j7-x|VuoyWq
zt5jbZ<76)u+!jo5oSzJ^WX9aa`N-TB><up*Kpu_=C#vJq&vXyW<AS|JVAgcGxV@>+
z8}EA1qok?~VIMW#5Bj8t)Nh4uPp@X-J<VQtZ`}5-Ovs&@k=jeQejT(kFkD5_&~Qbz
zM*$dkN8&1MJ~05WjI?33xvQDq-UUoZy5bmy`S!q?fHzuL^tfhw-kV@I$^Wp%aOvo*
zWh5O8dvC2V9UH(F>kMXdok^UzliO@TP|=H~y(s|V+EuP1Humy<&97s)<!b{$Y(NwQ
z^O@#8d%pz{3h<^OkVu2sG4^eH5`}oIafmhR#_e0+ByLuWrMJgzNscBr*7EI1QyObA
zl2{$~DrFzgZrrvcKtl7)T?CQI79?YgH#%CzVc(wLH;`BzcLmMMk=|2p#qmHl%Rak-
z0<JYeE{;k#fbh%6ERiq0n*$s<agp8E*dxsvnd@3)_0bnJd%ZJD*l$b$i`_-mh0Sh9
z#9F~_J*+CYfss<uf`eb$9H-1X$lii%K^VxMtG98gqO{9F`=;Lv!mF&^q%GqZX>${X
z6*fgU1TuP?a${$*%iY=8_OA8(T|FXpg*e0Mi)ZYOZi?L*cVM+WY-@z}ytosLpqU#5
z*I<9nq}l@=ii+$(vo5hVEwC=v(m9)><i5-m+1ssr_W=@L^ZQ7J=Aqs0HF2KzHa51o
zq&=AGbq}#g#8-y0w>1fsu?hhIuJgvw#pnxf1NKCZo-^#}s7y!`E^2RCXYM$hcctg|
zIb6bAq&dPr0DDPSFA<SWlK|l%z@8?mHrkHN6MkgOB#v8wo{07_R3X88Tmk5$We%@>
zWK^KScvoM$G}k8fn1r=P?1I%}wC#9XI9LZmXj)jW;L$A7c1rWPOTc@9ImhlvQH?n@
z?d?gw_HG7x)l9%(P8++McLoP?chd{HJyz5OXjMlkV3<m~gCjtmz1v0T0YYooZGI+H
zHw_7`eQM&jdK8(SI1;SEdWhpl=xq#%y|_VYL)HXbgWd76g;La{LF}dKV?=>UE=+Gc
z+|nU^`Yf$5)>SSXF~<voe<j*e%2JUs3RTpCFBht4p(rl3*%iZO?~tcyq6qn4h$YKr
zDuh?WyskcNw$x%nS{|aKZLcQbS&`117*``IM(hS+oKCT$hG$e;+!H}5oP=)c({<X}
zSXBSP;5O?<>=s3E+8zUug^ah9Xv6L4C?s))g3?~;^;>PAX&)rzdp@kHL9qMF2C+_@
zDY$lwd$WC{(6~Z{T2gDaw!f!HNh)qhV{HI6<xLgQg0+S-04Y(utGGem3)-Z2$C(Uw
zZPFmCikH)iDI9`1#WmdTMKp>R^A+9}#>qFyQ)&b1z*~qc7oG|W;n?Ypd%+QLd<aLz
z1Ul^9g!|7HczafR6V4)1a!PDrgu<~GWXT#N$3^5eH3&((ytxHqf(-8X?)N6agcs$c
zDsK6G$Q*dLv^P^p#FQF#L~uSuf<0$td6In(?P|1r!EOnAoNSZlt};?cv_@gGhA&sO
z55sQkr)-0zX?A0=QBnND1M+ogIu-*nO^F!x1kN#`R7)Y^4+a{1PK>pna)(6PbL#qt
zOd33nu5nzw&p6^_9uSZm2wo_Nr^D?m_{rV!OC`Fcm@!)N5DF7GewAVacgJR_Syao-
zE^7vNitO7c;HXUZ%jnF`&l)y{ONJqA+JJ~bGd+bEDD9I@$s#_g>78=y-E><vYMQiD
z9^;-O&B%-hb!5lZ>%v4C=E$_CDd%=yxCjeVFc_n??qdHybl5)J<~wl0CL1|&UWREK
zkpsi=phq}iV@<!wteFh82NOhIpop&o+a15*x;HxR;b4MLu<8+E>QjOt*vdK0Aubuh
z>TM6^aYX7E=5~iJg_IHw*@MX#kqw4@z<93v(?F!^I2Z<y@H;S^!})@&^46&-FmWEO
zOA|X`CEmnrUFX)otr?LQ{5G4<9Y+b(=k9V1@$_oV8eD^y+RgUrN_A;zd9md$)f$bU
zT?=EPo>e8zP<0!&T2DTsAhP;|H770sS4sQL!z-TL@^?e?8gUI0PY|^)w0IEG74k}o
z%fp|d+SMy9-4JNR!!5*h&{uWi@pu@T-DvECgO7(4?l)Az#4awf6?CoTljGberhuEJ
zKY2RMHW(~VS&AY=#;En6wy3K7@>KXRw)_IYU?XD?>3#%*jR2T~q}gN27aq*hv)UW~
z^h4hpX}LAoQtXQKFl9$99nLkWd%3@g?uA_LwcY-(RcR0JA#?*GCM|i5%8K7^taMh{
zI&C_H9#Tg7?5<SYB9;m+pW?drmAPl;PHMns)wkzZ!z-_;;l*%nE`PPDNM4R%w=7Z%
zRFRG8wRk<a;*q3RFP8=CnvU(&r1}m9IEd*E&fj}ektG0J4Lbg$H>28YWC=ZOnsycF
z$81b5#``eb8w=Eug(qPoqn51&YMPEMVWc89um!4{itKCg9=w4AmJeUJGHjm%-B;r^
z+NP`pnl}ws0y*1kZdziN<v^FfucktzK-;o0C2;J{^%70W!t;&zNF|up7HCo~gb6bQ
zqC62hutfXvVAE*jmlNuD`u=z92?fGi<w=$8SUp}s@KlOgS6g&Jy0B~<BOI3d;TX!d
zz43hb^pLJ%w;$kc#wwT>ca^!6=`p47zWklR=y!kJ-3r>nfs3n#-`o4$U)A&UDY}l~
zzyh0AZ4V$WI;SDhQ$mi@_@cj_m{UzXjZIy}V>yjb@cQYQxl^)cC&b{O{AqrABK&%i
z4+c(%!El9kMAjVDj=7&mh_ly*|LcRGx1ic@oI1Fa_^cNwsxmLD@}%$4X?sdiu&ky8
zXH9`~@h->u5I1Z=J(O)D+|2phq^_#Yu65ZzfXPg^joY&Ae@)kPjfAk%6__z0Sq<es
z?vC~;g$p~m;ri?k;bTn+id~WZgwl>6*xh|NKzEQgcMJq0B*bfiC=nG5nOc1CiU>;Q
zE?kxsc3TPch(@W37CZ+G7+C!0Q-s0G<Ie*3YWL^vjz9w<I1WIg`<-Ay;nZYwx66GD
z@5sG52=+Wjp*xS5#WHOS$7_p3Kp~lw$T*|o!ck99d@)>FT{R9ey^0KRhVa1AXoh>z
z4e);VZdWK*xYQ-lED`;!3;U$uz6iPEIXfyysqR|R%2H@HHCS+#$M7f@LK+;nxCBEY
zNPDSEZ^c6@gd|27tIyEsG!D=OAPT*V1ITpf1G6~No<sk4M4}mLDS1*R@CG$r@CPg^
z=fMRnMD%AiSyy=9u3cDXMi7pV$YGA|r-gy+#$^^9Ayx96+ag3E1V)^8hf)_&i;xcp
z(c|D2j{t9nF1$J^oiy%quFz(33lMz|u8_{UkkNQ9u*oh_=G+lvDh*B(f+>j${*u5r
z=r|Fi!lfU|CJZ>lP)d%AejJPGK!T-t^_1Ffwi{idjxRFSArl&Q_0IKkVXU2z8yoZ3
zd_*c9c>xl#Cvh~QJ~C?+b!{RppXgvj8z9D^sFh(tC&fZx$ULBcg%Np;%3&8H1&Ldv
zFDlfvw3vv~I;Cl%VPQ5KkcliLZY~_PnqWmBRS_p0Gk1|yD~)`}9<V1;VG~sqVdsd(
zj2z;5!I4rZcAisadG3bvI_w=1RTOuSc$`K=(IA3h^4xhB4O4qtI2ed1PFEhJW=ec1
z?_cNUlZw)fBDvh=50gvqxjng*I%Ovpl}FU%g8E3AT$Ij#$pwwm6pE4?azZEY;pZH9
z3~M^Z9$C2%)Due;mbdO_a`MZWfyLSGc}mBH*-I;_h-ZPJbOM7-5eyyS9BI3N5>OmQ
zjDaTh#ZLn%Eh76+jmli`lqqXp$d<viZRV(d`ltRXF^r1lIFD&U9iZg73GEZzgQR8>
z^GHN>WpKHy0AmvpWKgq9{Nwi|x2c^DBqG=Rx_H%v5Jb(@b-kEUKvr5saA-P!-#nHw
z941=`lmQ1_v>VGT(y0vvPDf$UvrQm(6Oi+4mTBJh{kw?NMJr{ubBF<PAU&S!%Y<zb
z#lC-t^k)N#fUU&la&pmx6{~>gXKoTa;t-3UvadO?+6)ktb{Ke+$t>(v8m9=gVsql|
z)>+${!5&=VkWv8Qb-@a~E=XPHUUKEw+$V`Y@s||yQ;&^;K*;p%g*mbqi5jitq}x|}
z0W$EyA`=IkAyfvEM+0YFL;}S|ofR-uk0fRBGk;uK=VdQ#X}>BL$#cA4BX3=BUu<-8
z6p#P_D=vjw8$xuCbqc*0A9KO>#u}^Xch|2f?)s?fuZwdCEEh#s7W6Ns7<tyE(00z=
zLSqXdsU(xv4{nq^Ng=VJ2%$#%IC#gL%xdbhX5`fSsuF$vm0z3(l_C5h3@^ZAHC$x)
zE;Bb(te0>zCF)f*376!kL?J;cq4oiVBjMH-k;NsTQ2nG(BoJwcpc1aVT5yz5Id2>a
zcS7a1h-L<Ii3Iv-t||&<bdyf#21AOV>I&`T)Po=S2eaz&(U28nd})7!nLa#X$gMkS
zn)YTKQ19bW*reXR9tHY(9O2G&iYh!_`gBco*~=pG`=`5dVt&f2aI{19Ej9Y$^Zv~p
zeWLO)md+W~&O;><@t#EblM{%UhCj$9I4G>FiEE$3K|@3o!%3Imk0E89gg+)rO7L(6
z)20DH$>~)hD4&gnG$X{v=bloCkI%iTkkW@H<Y^>U;!yQifF&`aJ*epz3qwRnUB<wZ
z_>}>lpdjUdKyG0J?&LO}dV3@D8NKG;Pw!E&O1nF1(J4lij64;6W+45MePyaoj01#l
zQ)IA0>5N*ysm1Em*-adx4#`^3cz9-01|2sZo!n`xT0d8-_RqTU^XVPje{S^YU*oCn
zlSgLqv5?W4e5Vm(5at%}=urfps^A8V^hVs9&s9F|50K`|A6B}f3Y~p)%Z~Pi$q~~w
z#!)=7b1|uDI_L?(yK>?Q+AxW@7D;P}H9B3>u}*8{F+Lvwh4_1F<ND<f-ru}=`+aYp
zd-Zf$Vvo7wT<nE}GpxdRLS(Db#H*(n1r)^Gu?7CdpPCzaX<Y9Fi;K18YQ0fytXAtC
zWT2=m2g@*cS!*J6@9JVF2v(a7hy^;x47|9!w6f;cgT`umb;)nH8qKQ0yj~0ZwWhyV
zZ!Omw?OLm~R`Z)c)NC&{mV(xDuokSgn#fy)@=GhV)s=du5!4%<s!!nz+e>WiwvGf>
zt(5>Utu{<=mOIs22Wg0F{^BCip!zFFdbQkaRXf#YwNXR<D}ObpuhftT6SUQWdX0O0
zeYu9Bu-;j#HXuE3F4tR)1{$!^Xx98-4WBF3w%=G=q(J|RetoIoSJyhL)s<EQl&#g-
zMRuLiATKX3b{1PJ$hOsP2KBYoHli_hYM`&W+*)fduC?2%LA%~SE`haXyWOcR*Oy!V
zYOA^!EOBItb-WLj8lA;vW3lG@uqawwY_5WiHDnoRtTx+AwUwZ`jGkMnu6C-8rNwru
zRb5$GUg-p_U|A=uInHe0nI;S^zv=fDl!4YL={lr_DK?#GgOEyiM(qC4zwtYN^0oS}
z{=<L&xBo)(@BQ(w|K0!d{5SvF4<^6=7yg6B>Bh!Kf9F4DUP}J_irymYaSBIpEf0h#
zgv|F0W03k9)9tmJ3gx4M<M>h9!V~+J(G7?heRtswWE1|dwYPBj>gBDSg&o}U2E#ja
zMMq-6(YS&;rbx)b{nBn4J*Il-F=Yk%OmX&WEyS;a6gB>*4$xZIbJkJv<`}TFhB<58
zdEa$wXC2D1axm&5Pm%qn&hW+5J7*yvCiRMt_q==7IqSIY3{^dZ4k8JqH6eL%No@}y
z^5~y;+#*UJDuKUQsD2bGLjj~|+98#P%G*;`4@AgV!gNGc5TS}`1`23{jCL84Bz#R&
z3TbHMh>Bk$g=k2NGfD85M>j+`iE)moAd+Ziq9u~3j;bn>SZuMRl<t+%7jZYS(ujVm
zNs=%Wg>^>~Jzw-O9IBp}0?DX%MtUS!wcSw>`E71xlEgJDjgrJRE4320GbU2asar}d
zpRHg@EylvaWSx)JGNqQ!scK3sFBB??`ZP=5B+E}#I!Q1wBj5%w1O1akXv(dRq=b^_
zW~Ygg_>QQKl1LKNMs20wFQAi>xYUW~sER3xY-ZXiiEc(JDuryio=O5TOU^)LB@xPv
zDM@do-t*BS;o{Fn|Im6VLwQB$(zh5^_Y~1#NdjX$Qbv&_QH9#9Ok(pXwIs@f-ISY}
zTeC%H>%GA~(pm1t?ga(x!p=JI<be`Q*q~TffC5OAaoJf1HXkBJvxNvpFFwctg43o)
zK+2d2o<-`77H*)i_PbZMuP*AhNaWbFK$L~zS;wD@kv26#i9FvY*cP63D2pkj^MJV+
z9Vqpm;x;Su2rgELk3s>?4{czf^Jd#b>i%x8ErgRcm~=CzE`@lc62H@3de6m$u6ouX
z`Ek&$P_|E8xHL_XFJvqA-h1vUIcKIpiL_V}3K^+$KrMMoIiMQeat^4~T)1E-w=xyk
zTCPT}d3A3!2d<@DPz|q<16Q6#O6gJ#WVO17>-$+!w-5cwXfQ#9Y{Bd5DsRei)6r?^
zE}>FLXgNS)7zA5)_aI=W!X!O^*G1A&`hnmZ!erxJx4<Gn_?4*^;n*87$!(ZrGVeo+
zNiWI14t6vZrN&opc@@$6Oae{*i-8KO!XofmQD3BxI%XFuA`QEWlu?^Sks@?}F9iR?
zBG7!!FH}Yb+bmK<UI&Vl(0c4bg<xDz1m3ty6e-5mY&0>Fxj5W7HOqTD*CqS_!jEBO
zf+WF5RQ^S((w(RE`$bAa<9|a1xhPmn849GAN;Vyk{UY~MnWjoFD=rz1T78V|bIDu7
zqi=uPz366aP@%qEl}Aaq>~hJfx0XidyvzQLR?Yn5A_-slhy4jzgtETo?9(o4#d42o
z1-;mwQ+Hn1tyJ8d+gESD>x#f8h_+5fsrO;WCcW94FvlZnFUq$GlQea-NTWrdYf^?0
zk!S4EdsVODjwshQ>@0zl@@x--eQ4bA6i)6NTU!wAWMYdi&IYfjyNul-^os;Ero{ms
ziJ@4+7ttwI+Nh~w+$_nPufhgta{Ew{Rva{OXmZ8aKvxXYg^)|oRx<7&EOe@>j3!;!
zD2||nrxJ1tBvQ;jq+lD9Fcf;`c6UJ0F9?=SicmW9wx$Y@jvWRJ1du#^)xu721eE+|
z83JU0g{A@NK+0Gk13;P&WB~|+f(!u5#DL(^r)U}$OeHDOGSnQ&oimSv1$xhXNmGY@
z3nsy}z<d{ekI%V~)G-2Rqh?BxCx+BEG<nzlNyU;6H^S0`ULTb~U2XZ`vdIIX?RJE{
z`rBA`Xlkr_jSKWRnb%{s5oaA`-FEC4t5ZWQDJukz1Gjqms-YY7@OW~tfOw3g?o$9K
z@wIYrm*YfaJ9Mj}1g}!)g_W25cEu!6YMGODxKlmGuN@r|^^I!BEU@7q9qE;y$V+2b
zbhd<iCoci%-Ms+XkhhT;h+Fu<Y%nj_F_5m$0IP^6#bl~aE2c#`wp);Ks@ghj!0d4D
z`^<*ln^pT4K<C2Vc%O|T9~$CW@M|y@+-0wD{Oc>n&hTJ9;q?Z){QQaV`LW8e7i<{Y
zOiR8yPS#szBle42Ec??mF}BP@$vE^S7&{uPb4KDx!%mbeB!%-THwRhc!&5B+eXLZ1
zc9o5f=Cs8qm3xY;E5mZh5u#LsVs@ltMfwU#8x+4DJ=j)ol&wQvQ>`p@I&6?N7cnlC
zEr2y>NXgf57;M7FvNi5g3p@&;({3!TEiblLxP!U-<}&(;VY7OKVKQ6KKsj5;;Cb4?
zuqmJ1%=A`fG%l-6`I?f|0v@kdcHwzDRxxETQp?SbztV2-9yaB*Za1SlwL64YF|uqj
zi}H)#QJ|;Z*8u8C&MKk>pJhZMsS(b9nwFdh(-551h$)b1QLKrjU(zTy<KFL-O*?Z8
zn1oC$=M$^&aG~2i+=p8VIXy!>UbvSE;(a@r42U`q2Hb~NTrcQBx)SCh%iH*(h!>Ix
z`5t9B>mVYXXHj!?z@40zo|5=4XtG!W!|dyUG-UiE+P2N;`*{f}jQNdpQnm*@8A?g@
zN=^pNjqzMY)rb36x`^CcbUgB-3^_>;0ZnvD!X*-(#xla>9f6{VLl#OVL`)iQ<I1fK
zNm9`+DT%)t9~`TH6j|hEjkxwDrgGT|-pNH+DUyn#PMB_@mqZln4beHss|u%(FmzSU
zSyUMFPo(sVP0B|If*B@{%gfUxa95_2v$6U9jcr<Fv@cNZO|TU9a1*m<n$bg628O)7
zQxI>Ck=?xK_po6Xo$7@#&rcsD1UN+o!*K~}${<ghfyNLCqqGw1O>xv|E4e|8JXjSS
zr=o~+z~9*1+`P8+5D2jl=iu}kJDWO5L+<HZ5O0p<2#L13Ex%WsloGge6uA`)cLO7T
zL++j_fjbAI--12_eZziuxv43RItS}+A%d_GNHXXCSQK%N)o81SyHTlwLmA{bwlK=}
zS@QT$3VV+IgGjpC)%o-CZjpsC=ioFV<yyNqEyYpi7+ygPqDvKDgUcYVP2abPAmrA8
zGuUNHI9PONC|yHN#>4t-#No)j0F}a?b^|i@aq2A`aqbKdb*!+krzCza-ynjl?Y(ZN
z@CBkA`m|e_*;n1&K5og%ETJf4m8~ETLkeH4(pzom8uBbCxaE}D{)?l|u`iapaur3K
zhx7?F1SM`3#Zl)tV1f=ERwws*R1j~TmEv$8Dez#{f{nlM`K%=VJe&`*u)Wd68DTD2
zlbE}oO4pF%{ELCJE-AT*DuFxCBsko^JuEC>FN!!H?dA5f61els$ddb5anv~`<<0;*
zSkbMkAl_WyC04(JcysjM&hSv|nngRLIO?~u&OFFjJNR(i4O2hoy<HT-nxLKtMYh|}
z%yD3%-0Mhgj0xHaqw2%`rcTk9yYBobGdoG#ddnQh3t>&@DDb~XAauF6i*&w)_m$ij
zGXY7~T6nL`jq&Sop66Cy`KaiW%Y!Tfrug+V53+>Ki(3e3EjwyJR$8>RMG?Q5-qom`
z!m)y$qC^xynlK%>CvbGak?wxCUHmd$2y4QMz$6H<-<@C<TGbSk371ZW6w^FZy!b6d
zku5qD<<PICbA?S5bLz;u^3fLQV2aXr<eIJ&Csh!tq=Y-cu&~l-c2yn$(|wo=ea^&3
zs=QIM=OGNmwBmbFnKsP4<`P^en5g*XaO9dcO7=R^i^IXOzgwoiXISTES@KDx3LU23
zE7O3P*7|<wCWO*}GL4vVy*EoXLrM;$ICI=ZxcD+{c^H*nD%qe9Ci`WYFq`ViVu8Tq
z^Ca4??sCbVmco@XbkD5D^^&9ug+dw1XI0@(6(@WfNraJ1B52c@t?0pQM)fV`B^zd?
z<F4N;bA~)Z9SKs_<kR;yQUkyO_OrsOuF^FmXgQNfE5ns#kmtTie2An=y~6U`a_AG(
zo5{UYN=#M?d&ccoT%N?8vgmXyf;2(gY4yoAoSMrpO+mchnlkmvkWc_;h9pD`165y&
zDT*S_7&>jbURZ)!1gV=o5X1__MQV8wW)KO6EGfV&g7ljiEr-2)VOe5Md>MjHwEGHN
zuZvFq+!(VdEPh|ji7#VmK#R*u5)0zZ<_#foC~i4j1Znm-l{tsy#+cnzJAQN0^M@sb
zxdriN^j3KqiXcr`oDhp+12+8dRH2M!Mdw~#gbBJmu6P@X+Qzst!<lSS#+#rx>VyLx
z69df^IZGXZoHEE0c1;lU{^hGX-j!}2xlL~$lpCI+h?9p?5K@kSya*F4I=KgwG^K18
z6vmt|r<oLy11-4RE2ZHph&Ms;Vv|wayeL1)skD}KDJh6Id1?!GltWS8ouoMGgmu;)
z5TdK-`dI{N#$=YgfsjXgWy}JLBF>mnl919ylZ7#VJAR0@2jzonWNTV<Sc;)dxOmw_
zl(66`fO9Ib<y<0)p`8jXg+wzS2n+4h*<|Dq%xx1>1ZjfBq|FI3%xmfSQ4;^u3BFy@
zbhaqs1k-~^|CBMCErfMCqn5I`EQWR}#ic9?3t`OxjN56^`C15TW7^`aPUA<MG)Jo@
z`8;o&L72!goLdHYg51@fLm@#W_MKALGY(U<;>!J}+y$aI>Wnkyhex?f6~voylu-lp
z5N<Tdm|sntXC&V(I=!c2O4tw-O)!GG@{zpD8TprU@4`h9XTo3GdPsyMAkHELQEH{6
z0iL3TJ+g`-PB>BOp#dQx0!LAPD1b9T*T>b%$QJ5Xd3Tl4H6-XrlSw;*%gPbzNZ2G2
z$t&e6Uj})?nw&^b3ER-(sO#~?Es+@V$t>ypT)v6~y=^LSCH$bvp-;F(q!LxeBf2F1
zywkV5Z*=Jz5>Ak*J$3{y>7!M%RA3_DWM9si>nN4vT>_Q&bSXFGBh-<*_mAcme6(tE
z&#jUk!X@$N-9^B6#l_ZTkSAPYl4oqG%YG^B3DS2aiKOXd`BL=wl^<ooy*yg^j?baH
zb05kJVa+(NUfW7IIOnFKDB_G>Ln_w6uv^@dBtOawV%30@H2o-wIOFK92q|s?QUGTL
z>u~iYOhF1^oeo?^bx;WF^bRX-l~Mp_f@qsp1@&3NCZY(^=}cSFE~O~q>7!Q0KBW-W
z*VE5$Wkfak&?P~U&$LWHRCq(mhc2mGM5PoycRv`zocOciL4^xpeNK1w&2Cd93oE+!
zreX+99tbt$J0bw=<%0ucFNBxTy~3TE7vXDGo4Ddqa-Hd@Lend=l`@QLxyZ7)F@~y^
zc-4q<JVw-A3YA)PK#QSG9u(PrBnaylu0AiqEHXvKvu}MIZ8+EBL!h9+_eDpb5Y|u}
zpGHDCHY|vD`fv!AEZP;t(1sya()vQqi<|yuheatVfjhh&Ws|c#9(G%Wxug{Km#wu?
zgdZzoYMhPctMN)U5iGB`RqZrH_VO%R!zmey4)1hSq0Wa!Q&uK(ITo#JDyDD5I}is@
zG79y!Cxvy<xv(XS=*@2N_}bZMUWvEsmVekRd=i*~C!xVuj485S8LO~d*b*q(nH=<H
z(J~Xyv$_KzK`L_+PeX7<Bi^}Ql${gGhSjM1Q&F602*UdeU(n2@^$3T{qKHFDM-m~W
z4x9N=CPN-+{mYLsJfE5^KgxQT8{^ZOOG`Orr4^UV$;ot1QF_e%(2G-NUrGmfQnB}`
zU7deN=8!se><RUX3!hY3*wy3b>(zR#f`69W?e1{Wb#G48n>YEl`}T<5^d{@Ak#`@a
ztq9OC9`wDSJ-MJ@Ut`#L_YRUGbVoh^o_l4`{@wrRu7cnXkr3<j+!>h}Yi`a#o+@PR
zqCW>;PV?6j;n$OMC;91V<l+*44lt<Ph>l43B_Gety`7L5yNB%7pDl3Ld~1l*+WX<c
zC`(Q+x6mDpCR!p%>B98DyfL*>CJ&!3R!&3&>$cng(&mXs=<WI=*LQo}<`6yx6889$
z%xi9!UJiqa*gf1)LUC2n?F@#l%D3vdR}P&qU4VKbq=tJi93aHw{s>uO#{;*;NrT2C
zq@Pz@Ba+JQ1wEOjwjJCHdV_=gpg(p89Y>W1A^vF42M@TEo)e{IdOv!A9S&X_GDrD5
z2<_v{HR=My@3-B3O2gtfknFm8uAjrx_M{hx#N)#;+S%)g6uB(`yO+0aj6{<};!>)>
z*R6Mq&LcWJ_p-a!-QBD7h-w#UafkQ1!F>=e@TqE~Ys+L9pe9t{-}AdY+L9eQ91?Yx
zkt1}Bhe4aVX$ay(Ko2xE>?9fvF6bf|uWk)w48!1@=ib5xQm%L4)UL)9l59~S`tV-2
zEs(qG-0L3gAn&ZJt{6r8h|;i-D~#@|L8pV01p1VE4Lwc+<oDc(1S7hGVaIO;)OC*L
z78(K!dTR)=j=_1JyR(M|asQ}H#Q`NW6<+!74|Pr@$GHafqG42>gn`8ggEBlL=u_+N
zU@{hcEi>EGm^<GePjF_0Px|O*b4;-DFbEbXgYSYacEM9K=Uvpjk5=9a#(RS{Y6c&H
zl6`jzU5f6Q52qFE+YTlWKOhhbp5D@~09XNe5uE!Sh4vH=g8Ch9`&azd-7xRiS%wp1
ztbk{kvMb#F%_L%;*vGA8R;un$KWM>E%Yc<&45u2JlA$Wx8c6^=L}(kG(#p;w70!Y<
zpq=$8Y^sJ7;SyO;7ERF<HZ>Vu%6ej%l&X5jGK<AB9VJ-4Smep-Fe$Z@UP7me65>db
zlr1Q{%G;#b1+1Jt;bl9uNIdUOC_+gsWM;<6(GJ_)C_y0{ZFtNvD6M;qwu`G~*u81|
zVwAA*wd8=e0t@HpCDWoS$KXY?l;kK9^+d?gO{AzcvVG(jj94a&99?DktmNRrxOrC&
zwxU9z*;S6V3)`bGNkopeixOrghXf;}DDzU8xEWE-POwuUq%C3w6H{$C8(Q{2UdkdC
zFJ@Zlq%D1BsibKCdAcOg=qAsI*@iGVIM0e_pQi@fcP7WQMsI5?m^=fN5W_uBmnFtn
z&#@+eJZquK(`Tj`O};8De#_I%cEIl(-E8{M<N`;-)iEarJ&`Eaq3$AK&x?klPB`6!
zYk(OvI^lF<0Gc75GwT<p1|uGGLj7pFi2Pz(pJW1>UeFnFeYF`$28_0HNZ>W54BInD
zR1IVQCKwz1|Lna9kX%W69#%b#V^BcPU<R0L5ANIH&dx!+>aM;U0%p-@GzQqkwP?%?
zcSURTs_IpDE$Z4j0Q7Kq1;dt2hN#n4=x~^hFh$B?J4}Uw4AZ6=HZ9APsi4hp1TBe{
z9CFYKg(GZQzGyql@b_otpPBDfzN5Md7|gJHXHoCH{PWL0@67*X_z}k%jwWJQ^jXZC
zuA}7{SZshsx7o2)GNfoxGahUwwHu==tUDLiIqpUF^7sf6e7jD7>2Z5K-8x_;9S%JY
z(BM%wrrQUl#pRvzy#ph2`pLX;Ky+#TD&IXI&Zx`CgJOA1P8ALJLr=@BX(vWO+{NM7
z#%~;#$3cg>vYVVy4}gvnfIDm4JD=mw>dr_`z|?-2dyR{@w{x6W-6h#v?UWT=ET>}i
zRb)AK^+*9RXKoJ7xCppa;go$yP(h$MsUGoTrdfKWkuex?IhN8AAUpR)4OmOmo$j+r
z@73vGdb>{P02Dj21E<%BT4PrW%TtaXs?)Lu0RTt*Dy7gc0_*50nA(oIOL80+87{%Q
zkz*2a4#jr`TPo%e$uTC`@Ym@j$W8sIGatuAnel=Ma5)DtOI1g&a|V}(9LG^A3a&3h
znTVr&Aa}D{rr9H0AV=p%NwIvmq%^nF-AYO`y1k+p9Ur|8M2U&`E^#bgQD|fAoryTY
zT*-t!u!{}H-8M?H+ps^g;bYz^9OwF2G1h%MySDaKHWRgd$IJnY1xc-1tD^^qDA8&e
za5s^A`LISl=eBC@*p1yK+6|C0#S$$0Q|7SC{61yYs5-<JAEQKM&l*cZ+A(|-CZXpm
z*Hz2l+A*<gcw40*4YkX<Jr&+z^5QttF)8Ub(vEYaJL9MYvtuYZv)a69$Ea}TF_+{g
zZ9?l<dYlx-7`k~oV1%pdn9hmijk0z>A*;&VL_3+Uxtlo3fz3PKuvF@Efn(`%x30Z(
zIgTBiiH;F;k5Fr|W8scN8soT>IqfuKOCdwZl8v=l3T8!4^vs_^wt~0L{VA&)1GC59
zY`nzKS8bP#S6>z!hc9ks^=qt+vfCnhTgaxFu5F5Dmz9dtVklYrhzn}eG{#kMqAkk{
zdebM}3yUFZj_Q=a66sO3zNoe?!`WMuxi;CDr0_VR5N{4bqkyAU6m9|~TA}c-nl=rq
zG7PY6Gfd-+(x9M?8G$)iBmw8HpTun|<{Ozs67mrZdb22{XNhRJJM@IDNjkaSw>cdV
zQ9|&hG^kYvIkb8efTd#Xpwd!`cIf=t+RTm;(B7mhV`(8faOBbVJ*g*<R@XJEGini0
z6*VgeFEVyFjZQ7IPP^dkDdvWhZH?FtRxQnBv~fCm<vCq1o2jH~Li$5mgGhh-WFMHG
zS?D+_N|x2{d0iKMK-Ujf!fI2fGRdJS549t=bjP_Q9Yf?kyE1P1_8o3*+{|<mG%5t^
zV`q;Fj}Jh*xl)du**;>8O?gcIId-3+aKo_}KQ|7QnpNmv#;1=L_odn)AxcLRSDqPr
z@I={Jj!Rrp`B+XmZR`AyulFM71=8=-s$`C{e6(ovmf(9weP27SOVMn+?5SVPUe2s)
zJfraikU3O1>*Ws|H|)&CiE~Hp+xA5HV_8!?34<B!R}O~4c?&yOh3w1xxSgoa^A2?%
zckjopTe*ACd7nzF@by-A!tKS0A@}y;%$;|8ac0iHy|}aI-(H;g?{zTr)xMs#y*M-5
zvnFkUa%LW5dvWGR;by|6jW~DiyxWUAcLU=vjPDL<+lv!T96{Rl;zW>tdx>So5|(>=
zF<B3`y@>qitueP3k&TyH^_y#Zac0c7y+pE(y}d+oA830?#b8Ez+V+xyqTw2}nX4^#
zL8L-?x0eVt3RAA_C6aNB?In`WxxMIXmA10dUp}FSQ>xtK{)geCL5~@4&-x!$VQ~_$
z{roBaLzwuq2aSQ@D1IK_+62{v^^M;PtDRoWA9ic-k-`2cUiLq1!NLqyPCm?fV0+^?
zVgBq$-9t1qza`A39H|&Q@w}(~54$pMr4KuzX3feqY!CZk%^&P{LmxFD0}oDp&i}C8
z@gL!{2zjaM{w48s*rqD%wh`UC=06O2WDVxmo53z;p7n1p#(GIv>lIFe2!vkr2XsC6
zTLDL{|Ds>7p~7gUfnPNucL~RMV>mNkzo;OJ-yAlo_qWJO={N|PEj&*Nv-IB!781Tp
z7mfzKUa(J~GlgSha|qBGHbWE{EKu0FRVCJ0i4y;^)g{4d(C30dr`4$XU2s4<-M&PB
zf?x&uqKlFv71&o1<WWsC8+%G{jr~|fL?~jcCkivkSdUirG4dqni)2VCK+m`cC<;(G
zh-mLh_>-`=l<?2F;Ez>dNf$IF>@iqzK9k&bCnc;uz<iP!o<VEPiVXNi|LHmwF*0DD
z*9H$u!V7ay0k14aMIH@*ycUMte)wGieg;h_d-54~PoCZlff)T$!@mzyeV;+I%l3Ju
za9R^&b?UQwD%guGV;19uS|_25qs>O;@>NOuaozL6C{`giv^P7|J%6w#fq7`nxQEtk
zYap7Oz)-sQPqa-O>$8~8FtQ8<^br9~<K&1N?OYe;f><5U`&b)f4Uf@)7BzG>`E0-P
zfB;VvUZk=Ch~Z-W>H5v~2Q2~=Ev86ThQ0z^1D+m)SU9m%`e^F=VN+F9Ok7dX*Iek2
z@Su7IB^(u_P&AE()%c$q?D;_jIzBRZyKL`_fpr3T<f<>hsSx^48#70%@B+ZeAk=R_
zmndjgdG0+!%TIE)Q=qBchZ$!}5BOs=c0~^7pgB8iV{5?-tkEJGnJTl?AtI-9aXR)O
zB>x_=I&&DmavF+-Qni_GG2Mm<59n3#cf8iAVx6I#ktVkJJAM<BxU|=|znRoe?uqHK
z2q$9r^K*BC!CwEPU2S9^rSz#esc@$qo>VeVDkreQl0yLP=I&V^cIfcHz(<bL{zJG9
z;*S^oTdL2WmLtxW6g`JW9MKRwRSSnl9J4s-M&Wf$uJUJSI}kg9a|b=(d5Bj>Yy!I6
zXxAJbnWF7+cw}-6)zA2m=}5mDR#ELw*SQFXYVDHkJ=JNS*FqHbBq1CT+yf-<p+<v;
zL2h&&;*!<gwV{lVo}tLN<8Jt{2UbdZ*Vq~wRVOE)jnk+)33E;6jA|DXHmp&ZiNH$T
z8ZgB=Z5!IC%osyZ$$L}5O>AJJsW1Wzj;9Toj8-v`ZD6BX5l3r8`8Is4HH7|yq#2D1
z)~^j~w0z>YH9On}PbS4U9kAh(Ns&Sx8#cL3lvKtBHrhaOx(V1)`Lr_`ts_?^w2U;8
zwzC-3+k`C2Qq9bQ6w1K0v*Z+ZF|k2ubr~z)+t6laj1WayoHl4mm2ES3J4<q(Ng<C7
zn>>7+t(j6yWo~XGPp&3GeE_donys1w+QDj&6DvvIY|vzKSzKmAn}yBvidaubali&N
z#$EytRsq6bMYuAeo>wbw8W^EdU`ADtv0288me#H5)&#{Y3#X~L4Qp#P+VwGGY!up3
zZOoem+H38;^r~!UF^bHirN}IDxwrF}xtNqk(bs9Uv~q@#v!`bw@4j|nM&~{~pHxt^
zbDEwW$(al$)(Cb(YlE3>n6ODO>DASSGW)rPBAr7U#B6681P#rag*K$oLBtGFlEvM-
z;1AnCuj&&716}?gJ^kt(JKYR)&TkAJZ8+1K3@0eUe%;Rl7Tc*ut0u8UNH<$oq)4nh
z)nTs(DUn^US*s$zq{{)%eUT;`t+FUw*yP$MO_xVd3e#}2Gnvgh0>uW)V*RnPCe+H9
zZQ8)2q#8q98_sy8U?QXut_?HVLV$I5_GtGgv^Ks`+T3+8+PsvTR6|R*I^rCp)>>1V
z2Dl?w=jaygf89{8fk2b+1-aSp!@Sezff;-(*Ja@<WmSb5d<>+1#hES?gIa-_?Klo<
zL~R!4PYa`yB{GMM&d0~-e8v9|;)G$l7PMJ1OGbNqw|iRnps%Zue)JkfxR53)5gZs?
z&#<>y0i(H6hb+@*dmOS%)fmE$9wdicP}wMdWCX|04Y0%dbqav=u+tOzA~TR?GppRG
zrExZz$KM;OHHgIZtkK|<$A2!C^Sh*|BHZaNN+vz!KPH&;&isdB?oUq4J;Tn4S>AnW
z>)Ph6_qK1`ey`N3skP*Ubcbv{=rv}Rvz^(4ui;=fEGhklQm418ppKGf@$-5yQeRUt
zF!q^we&Sy(oo4-^OZ9MRsl2kVxVo^qzOYyigKBvtTq!TtHYyuou)b6e!}ZE4yiM2F
z%1cWt%WE6KVz|0qTVD=p)z!*^!hES51{;-NX|cMpxLPY$s~hE@0z{SC(&}<pT?seB
z^=f5xt&IH3YvuK|#rkTvxLRKb!nL)f+A?d3U0MiMs%s%&s<m>Zyi#8%*H`K*<zQ(k
zsMUhCaCK#+QeCJoR2EjtE0rKv4;R<U_2nvPD~F3^Zt+ViWn^6~S2h+_7s}<z%3^hO
z6%|-pt(1ds1HWqvwP1B)X>qY!UJ4eMSA&I(`uf6JbrqCtES9-mm2hokWo4<pR9&kC
z<ys|N+*q##>*abG^ewDZH)=~8wc2`ETU;%#RyQiOTD`ooxKa()s|!ov@;c)|dbqq=
zU#hGwm4hHGFE1@s)<MTcuv%SRuhf>yYhh&tEw{X|USC*UUaD2A3u|jDYxS@it}Jr<
z%<?cO&A*S^LVvy)cIHdfpb|9ayK)5e=aYxhvn-gS&FvKaZ;aWzAH8<x_BZ~mU;V=)
z|Izjr|F7TpwFm#xiQoSh&;MtC^7nt?xj*-lonQZn|A5Dk`}Y|fu;kz3C}n*pm4x%V
zdsTm<R9+|{)&QE3=`GbND(BOJV|J3da5LPrn&Ct2A@g^`ei-zsd-I!DHt*b<zZbUq
zo!(uzs~^mh(xcxFANB|P&5+xrR<T-4wa_7DW3-u?D)0Y?VtV+*n!@G!yjL!j7mG#T
zmtODdaP;qC(e)}}*!Ffw{SRtpHLniu9G;p|rTw7Q^eX$_9(|w?2ZYI6C@rm(7D_-x
z*!p33-g5+j=y#g)B44rC#(CnrXa0CL7By`u4RfRn%nNYc--ecGqtCgRS73SXkHn2A
z*1~?Z*Ff+Psww`Mtu{db2}7@Z5(;Tk3MdiBJ)Hm(ajd0c{L8c=P{i?uCY;9<B2vV$
zs|XeG&!g3wUI>eLSrde`h@%=MJJKtY#k`0Y*5`;RQ;2~P$30q+af4)dBLj2_Q8S7N
z!V>Owdi%V196WqRkqi#HIG!>p$2#YXuv4rIcVX*5_6Twf%gm@k>=c6`f_(J2JWod^
z8jUVgq;Mfp%~gVPAfmLOMbIMe?)PZ-RYi=(KtlMIDmH0dXYcaPl_mZN3x=jhQK6Jj
z(MD5RQ7{oC&n?o`jtnHAKX_hr@_W~|yo(pTbvg*G;R_<~$S)gM@E4;W7E9~V56kfn
ztEJT_#CmBt`hm_{u`i4GBCJ>ZerMRLhN3QgNuGUsK{n6RSC?W@K~s138#vNoKZMpK
zpvZRQytmsJ;29e0LRR413!`JCSR{K9k3(G{b7c3T7%sFqQ`>pB7a2}q2W%^7BP`8%
z?<yk8gd%S}7&g(J_j<#yh<*}*l#oECG-RZr>}6y<&CUo2`s0m~Lz~1ull(OP%?`Vg
zmR6Fg6_EIlhB-_ZsL>*Y+L#;xUsAyn<GsXlkq{{oy+sRQYLIkR?`OiRXfN4tD%eXR
zpb$onDB|P;mx5*!>Se54Ceq6|*}zTiw9_+KN*PM`XB>DL<|TIyE6PjmJR-<TerTLy
zaMsKZPsVW7!8lojr<-xwRZgPZBuRJL`N8jP-|psy*3n&Z=g=Bc`E#h)F1a%pEvx)l
zglsZ5IH^yKJG_;C)>vg+MOc^dGKi=yV`Z__z{bnh*(IHwvGQPENbRw4a|s2q{Fx#F
zUB<{3Q9a9_PdO7DD?`}J53U?0<j+6~ZsR~-ZGcBlBf39UF3WM}IQhn0kuYdrM?Ovg
z<Bl<<R+qa7;XPvv=yA3KR+`I!UPo}r0V@Ky<bf0S!yJI(ERebYpw>bWM>&X0#A)C}
z@Rm%t%O7NdT)mSG5{cZB32qc?GC^^?#7uhFs15cqVTF<sJkn+Yik8#|*DVpXWz0+?
zL0b--KOVDXVniIWWimu?d4~3+Mv^LGz2tKnkGW{Gnii5#R+=4LvPdz1VocfNF`be~
zxR%LU>8iDAPhK-;u$IXPRIyqnLxLS+^2)KM`=s5k1GOBuPLVh*V`8y1oyW|{N{`8h
zJoh|0K+DS*Eo0Ir{8Hx2BNp0xpd6qjA9Vh@5@bG#H9sQxjK~cy^+GdA1$f?V7@*|+
zH4n-hJ29~3*o*-+#s&*$vB;+!p#dTmRP~#uGDh1q6FLVd>=mq#EQuHyEFO_1GXsua
z6bM_g(h!&%;jLq=G<{g$fC|xgEScb7J3`$*2UsK;OD4PwJEB}R=7dhU%y8u-T4fiO
z7i~7PCW@Y7S>(ihO?g7e37*XriBck?u;fIZc6*AVmG)*i(aPN+FYsRHVP4Rv1z6r(
zS(oH!O|dZK9#w$N--PLR!zdBLlVQ&KsR<wR5<6z*F)GdF<*R!<?n)+Ik+3T{pv7v(
zQCHI7X@^ZrSCxvzT*(D4*zMVnk%%ifz-@Q1ncxwBb~$)9T-|6s>-;}niNb^4cv;e}
zwodBua8?sD;sQ7xc~n{|k2SF<x<#cNY!dV3;kG7b#zK_A+Dgls&O>$Q%()c1GiR|y
z-MLcNsH7}u>oezJtD(#x!hndck_j92*O&>;(N!`5713FTcCMTHO+C2BVUyWtF-Vf>
z<s~@BoKV;y_sWYj>$D%EmrnlKs8ja|5iLcYDU&e?Al$B@%{G7shmS|a*<=#x;*rvK
z7W-OJAL2#XV9xz#1fV3%dovN0ER*AGU>LNvM<fHIWeYHAlbjQ$XoS45d8;PL5Eaae
zTDAt+Dvy^#S}D8o2syZGI#RQV#BHc^jNV{%G8-)?B3BVoveGGnN+JvyGbbjB_$i60
zXk|8XPKFth>QC%mns6n*cP$R6W_7~nl0E)X<`Az9Hn?*x*?^*hl6qhiP#TVp5K8L<
zK6a>|leBJ3xLti;&xl77FGlCn4^9LbSG)Ag>6e=HyjgPZjNDn*y7cVnH>~u$=~u+`
zyqQwG^z0co&Wy~$Py7LgN#6TqItkhAjP(3je4M1*n3~c@{5ZAejaaM-G6G4?>}n}1
zWpT5j<nsEVep8sJ>G{%_wC<cy_wYF@$>c^Zk>kvbBm`+^b~pV|5^~;6a-d4T*t!v@
zTBV$K-TC-(F=p%Myl3b#uS1n3C8$+)=}rWBHxXy%oSTR<Z|+URojdm?;>@0N6LIFv
zIZ>Q>^KT-~?0Gj4cjla%h&yv5pCVQIXdPn{aZ-_c6N%-<%+9-sn4AaNL`3$nHxZGG
z7ghC}XA^Pe%e9F_a*n%+L^4NL@Kjb$bZ~He;|OwXA}J&^4l+`m#N^yWBD5$(c{Y(q
zzWkd=B-_X)ve#$RhgzejEFU}%;S;exkeMo(BtTjJyr;r^;8%Kj$Aby%K`%)WJ&@)K
z<zam$lN!DqS)b7{I(P>@!&U#F5j0iQ4t#Kh>%eC_PKSI=_6DOW30u3mRnu5V4lgwp
z2T(|Zms;2j+cn*UCdP*M?nT&{EPG%5s&@eot77Lp=ZT;iNLwhalw{(9FkvA>n1G^a
zh<uBsMU`=h^F_jD2n6e;B>}Wh+E73h=;b15naf?_?;<LO%Cufuh-aff7$UX2Rw}E+
zGMU~GRVMa@1c5z`Bn}Tuos3~2(pO3_?NK<m(pHEIiGxgi6bzaCP%%~Q!$5#=+b|U>
zhy~KhrDfG}W!-YSv8WXStc-RLg}~sITLOlzdlYm<04$bPR5}ydq{tMa{8in!WTZp{
zs!$XnmHP)4uqqX?Cy;{gy64CaiSl6ti(nH-UZP~x{7X7(B)$Zo$`~55i^{^>iI5<m
z1X9qlYm#DaHN=mAH5DpSdPfx(4-_G&DzA!cD4nUI$Pl8eMKq^uCZsZsNH7S1E$Fez
z{h?z&h}7~(ca8*mP;iP8Y3fBa8(85T1k6fF5-ZKa2*ef7L4aaj$@Vb)AR{=)!jP=#
zDpSR4p)is1n?ZYbD6IJ)uBT`kiworiq&MmwS!BJ%7FlnL_J}Tsx2cgrX>t``EN?Fq
zg~6NOA409#Q;{D4FAc=PM~y)hMh$*{P-}F2SU4kzjQ4ypa8}_U@X5(IiiTYPlzR;~
zWk$)C;hL~Aeuma@Psc6rI5vS7k5qt$qJ}tJ>(LN2m&9r=r^lystyd#l)?r;waJ{nS
z-V3z%0ogK#TZ0-Rhg-wr-x|pCJ(_z8`$F7qw`4rei~bz7>@7tc&nE$q)~fAyJ{R0Q
zSbLM`gZ?yOZe!PMP>U~{3@juz@^YvQ^YX#6BU>l27E;Ab$b~fKa6St)G+)63$c0(6
zL~=nJJIH+Ckee$fyjdhGc3dvB1Z!!%<j#XOVg380!DRIhm4Y0`(R^kVaKViGna|9l
z_=x%HK-`VIkVcs+Zw@d%@`8@jjN>#Rl`kF4XEmH){pKQ9@LKah_V&ee$N&b5MRN0!
z;h>Zm^)2tLP6UdOB|%yC7G!l02eSpymfYHf(FT>Ppyj<i4X*^YbUd7uA4P9zaEz5>
zEV3;93`i(kO6Ey~88wZusFT?&kMfyKmxw;17?1&Fxs!JlC{Sr{@`(_Zo`thK!#*~?
z<m1Q~M!AwtN>-lalah^vMk*n~?t)B-b3i5SzD%&hCB4WektJZjez%>-r@|6rS^JPr
zg%n0Z+0|eV@~ODkmdZGgPX#w7CaL8cOQBRS%X@rMsc7<?9jrPhwZIJWDX;B0K2DTQ
zw;abO!hoKr-}pErv+J2_PS}%R6s$N&O0V%*kWr`c3OXm3W*{j!WYP2yOcG2fr*m~Q
z>EmME2><9{oPvX_8K;M=`=^_Af5@&85+w&G-*(k4*kXn&#*!ggaEw21>6=@CE?J@&
zBO8bSTkg1Z7AZJ^SU{|M;Nl;O6UaH>)Wr$PKk>{A`#n~UaPh;Ac4x6js;{qEK6gv_
zJnYU_8f|i;s{oFR1@%6A)}9}Q2f(~^Qp{QX?)_cmx7ZYZz^AX-1xl~YZr{kez5Za}
zvm01{rBV;pYOCxhd22#6R5ewDiBUBhOcl4u59FoJWSt@v@8vB$p^4`~RrpB6<>U&{
z?>DA^b{^US&0#H6c(*4-2~lp3kuj~;r-F1ILI#C#N(kYtQ6aoFH45kV2Ce2}#X9l0
z3<sheqpKIcJu`EXyX{D++1cgqN6hybf96aS<_N!9zq18|n3%(g$QZ1&j7Q@DzEJq0
zg0*7eP;BVaK>Lir{Mt9G_qX<{_kD<$A*hEp_tk}kYGr+iedZUA3MCJ6F@Fp}cdVuR
zMUjAIZKVXq+5Y0f0{gW`9#a0G;%1S{s>m7oj<O)*_ZJZbAPkq-$$#OwAfgpQ*-qep
zR_<2^EfRjVx_y+oURw8;*Wq?QTn@Ndj*!ksp>VYD5^~w3(szHkv<NTUAay-h=THZQ
zV^}?d-o7lYSkNx{3xzW>MHIDBTJ#rcW*w1%btuz|D9s}AEJTt-9du8Y{nbiXTiK}A
znY^OWKA}9Kk4;y+YElUS$@>@l8Uh<|_G41>gt8t(!yGYL&sKX)<e?+)lE1OAyn-ME
zy3~`F!V2Z3fn`<mRmwYfB=#pdKKW$?URVj1bPK_`u5!qW2vIXK@RBL|j7bFrYkmld
znc(9}&xN-4W5{at$XS&Hy#X3_3;x>jIxkX%kqAA6;Q7LFDxUv7x7+Sj{aWuqdlxvM
z9kc4M1+~?+`ns;Tj!Nz*|K+{@UZtr^UtF$iAl8F!>Z8~<E?=ecjz@>!nI^uYqN^Bv
ztJSq&DOlpD5QXDPsfM!A$hW9{saf5Fd><Jx_Wk9Bja5vsRj$h{^lfOe96>d$OwZvn
z=E@RH%Idn_8+6<rS|_L+t65*}_L|M6uT*pV%0jqWU07Y?g61OHIn*rAMvHu{+Z#ZP
z*J}@YXdB4X{bf{gV>L9iLV2fvXcNy8PSYJP;Ij`m_ZR?`>hjv!vR*%Cq18i`J4V$r
z8BXIfDz_r4w_IJ;y>>dT^Fx_mK~YvUzb_6$OA2(6Fpie%bv<%LC>_c!Vo{i~pQi&p
zvS8f!VL4pp=6Mc16jaEoZ&gO_qtTA(Vsd^S5Cl*iv}v@<DZ09}v9eUtjeG(yQZI!X
zNW?5N2wtYdR#(opRlmMbUSA1odd7^#NS8QXvfKKLz|pKD#zcS6u8PG53!5JV%S($Z
zOL~}`LN(g`dZ*VyfCI{YoSMN<@|vA4Ml>}?xmI7{<~Zw8RU%BYSYPqOe_v?#YQ36Y
zZ4cT#A_ske`MgqFtClNzavYPoOqB0AAh6o><p))aHmrCwY8U*a)pf*6S<xAJA1h>U
zRZLLI&cq;T8xg}~ZZ{10V)FLFAZeQk!=&yV43xP`FktGQz(ARcKLe&M^9+-^rZZ5E
zb(=vm)@TMxTap<jef?#qgawzAGZt3{%U(knGI`Nth{RQr0dlT{44$;|aeAKhjbSsE
zG6u`HS}}C?s>G1FRviY;SYsG0;g^@7%oQkk;YnF<vX+_T)g@(7Nn1;@mXNfSBWuA(
zStrt#hwN1$eKAN`15&5Hd&Z|v^vwC4IIWXrbG}KOFn4oI+4Py3Yl3FZ%RJLDVHWa9
z;+4IAbrFidI9*df4Sy*N7wa1ve4@!n)^nH99h2zj#Iaq_cXJKK4-9@1n#;sc9P~mi
zk(2aU#|d*(VTzYG!<TzTb6iCiQSdM0#=LM2n$o>$qwRg8^Dt;uKi<EuQqK}CweUgz
z5>z=!tJ{hp_?37b@4|O`)sKVwm+rS)1Xt=d-{tzL-#Pj%;?Ak4DWXXf)3t~z4sI(F
z;5c2g<l|Ag`pCyw^GL@(@pl3k#4VtJ#1nK4roR)&e~cfGny=zQBmp!A2^RVHEk{Th
z)d2IdKUGK>m5VqY`YicIX66#Ynpov+ZhE*8L7lo9_7RKB8|(!Ggh6R``!Y_+!(M}2
z=Q1bU14p2S_r5picv~>?VD8^DO$v4-=>x_N1oJJg8nh9H%o`$F3Be--PN#(!K3*TD
zLS#oV=zE<yiVTa20D8?XvE+Hz2VM`cTKZnlE(Xn32LcYos|Rw50pp1{Xd=`~*a8!x
z1`<d~6ShZWnt}@qoGtcYqtmVxJHtVD2wDQd+0<1v7(gKmaZEO<AhlOmg90}ADnQZp
z8g0612(<uj5Zp)bH4$=6)OAZlmccCqq*FWL^3@A0gjD|rFvQYjS35%rZlc?0OQ@ED
zUW&&B;~umVwLa>B2-f{`MahY!j_SjIjY=nNR9QtYs1m)@3Gg=AM7s$DsufDb;%I;;
zgntt~bAd+G`FU_qAGYB~xz@KMdd~kS$roAyVgmK%(apI0><&?n`JwQsL;TF|SN-X$
zG3-M(G3?a?(Bls}eiau*SWu{eqkj6KxP88hY7q@0q7a3Le6#PpN9Z|5>B%eMgRt4@
zwn80`o>!XUBZO&s(4e?>JWrN6%^LpvNv~WY?YOet;FZG4@MIpDths6h3OK4Ys|jT@
z@DbSiafDP}>}R%Arejh=OTC@i>UH}4Ewnte>(#fpD~%r7J^JzJRoKsPSo9OucDA4t
zhmKHLPHf)07x{2X_{EK)ID?YA!JveAkzEYf@G4>;sr=8Yq<dkjYkfW?wJzjfP@wup
zFLnBhdU&RAc1A7S@ubK0&P{*R{}47|Q!0jcQ^CrmfXPR}H$q9X^z@2V2$x>4_>(fg
z@=*mpgZ<9@Y4{Vc5=B=d;uV1tYe=GhhBqsbM}t30D<QgYPeOxrA&612=oNkqeOxV$
zanx#~jG{Kg$tT8ggw|?&ii!Y^@8D}`ug_5N+@I9DIz<%h8F-XL^gJEWb>eSi!bIlR
z?By$0;#Ei-?s34!{myla4D}P*Vrxpp^MUcG(C9fP#}F}vXVHXec*>8*F$!nIN9VxG
zKY5;u>QWGP85^CjCrqG&$3{<TCmzzE2KwwcB+-^w+Ed_1YjEAigNb|MRCNz_kJ$fq
zO(5=5V$=ow*8DpqUbc0ShrziIgL6N@;N1F5#kWr$<6h_1^6&i1e|YZaPki5h|8LG7
z|DS*Ad&i2O|AjyM&wuUz`LDn8BR7BOe}Qx*?eA#`t33@m4g+A15dd2ail?y6)W|;d
zPAoJx8UL3T=8CsOplo@dohyDI<87Zuz-__inX@h{=e^~*;#_gdM00iXNal(+IGQVk
zan-LroukitiqA4v+*Dy_^YBaNigfSc$g?i)%Up3s2k@SlaWGfBj9|L(EG>iSW^yhR
z+heYH#fk|&ClnUxPOa{aIDL-Cdyp8^q4gjP2#H`)E`-D~IV(cpnT#Ky+hh`^ghVnK
zXF}pA$)7|fg-re=ITc)2H@gD!S%<E+SQZ$`IM(^Ncc1sf0Z)CPDGUb^(Uag@BqFnP
z??@{J9r!pPGf|<VFGGC>E06sF0_MmEs1--v5qvrFj_AyhcZ6?_yhF}yy~_yDkq-#o
z9C=?Ytwi48_$BfVv3cZO6fozC?Mz_y@t5B1qc63L2*zx&v<W5>ka@F*V9X&HcU~Zx
zjriVQlTa%3vWUe@UpP23#bPGh?$FT$2?ifWkCv}D(gH|F8N0-rCG6YK*BlOnUmM;t
z2=Nu=?&OBc-H9xW7I6Q%@jfEIUhDfiGBP&C8WM?7BvWpKz1H(#A2p;QC%;iqTh^m6
z?X%u3){*%dVIG;!f_-FOH3P|f(kvwN$z~#%uMRfSNFp<mOoGiyqNb(FRh6?WyTTDh
z8w1MLff+c$rc3`>TX*i9^KNxum)U7`dfmN7A4c_Hqc#M?lJi{_vD2?8S5ksSOy%P5
z-HYBb^nIi|AUrNEo-?#c5b>{3DWfdV%jYa`4&~0FSvsN+96LA%{42S0Fjq&C1=l(z
z$ErIAZ<3tDDr1f74xc-n{#y?rCg?ouzs;5NeeYK3a>@I8r{Z-g-vRT<>kqrM^Lr12
zzSrnM1_8fHmFB)z>2-*C-t9F=9MSQ}re|I40G<a#JK#*G92OLj>a;LlUR~3fWBsD5
zgC-WG2&YPT)Rmz#koKL1!imc#tHiE_to21#)~j~ACYyid`mK+!Dt~nE?)EmdlHfN;
zk3z)dB77}&8f1omVs%k!%rg+d&<vIf9sxuh3<(^1T6tm$dSERPWUN92Dk^1M?+}!9
zV<GVHKcl{m2r%k1O~8^ogfr=1J?uT%#K{9+F5||uMWGOr0Q(gW(Zp#G&#z5mFo}$9
z49zI_5cfQ3OQuPe4`PHs4N<wL!5CSlgztTirYDUZDBi_JPpWgOxgv?}@b^c~5=3rj
zNfPed3hD`H4q^$Cgvyw6FgN0HT7qO#k=qg^1=S>$ASq}MY6+5raw1ERRHO&71W8AD
z085Z`gs@dPkR`}iSSOxnProGy*!SX3@gdDhs~M9bIU;Tw&vL?&yOF3s2qKut3F`@S
zh{JLhwF@v3I1+0dfzF6!%kZ*3%RvKuNmw*M9XL?cDQIyVWjz+vBz}nxbwaP7l!@0C
z7dAL2i{>cf@xoc7Hc}|Oqz*&Kw^}N1AmherP~nW+MulWeJO)jzHUnkUkipVxqoGns
zXQ+f<u32)$Qo1p{8mZK~+nWbZx~gA#s;(#_8#Mw^AUr|lgbNes&j?qlI)A=moS9#W
zU@QrT6piYbm{XCQjh1kuQ3n@f%mUJJNMtN*I|&`NJ--e0o(G{ShTFGr24)7eP79hX
z(3OI3W2nwBDH>*CJf~Etj^3m~ZmVQ@s>Dl7)sB;2zugRX;ma*-_lAA%LI-c9UHNvY
zalcWjH&|`%Yd0J4tLp7QQ|W%-U8r{+T^d#&mZ~4WTl{(ll1J|z3`?6$@4|QJtuzpC
zmv(WLX_l&;7Na?Nhg6&B`W&!=1Q~CUCZ14}laE6EjvpZemXEBTM@oC#fQ7=E(ntcc
zWN%oZvgTR0$YriUiP3>A+v01<cSt`KPm21TU_thwEj2D}F|E9{O|RMvps)p%GO76m
z#v&B+ltLXg7Q}4AfEQYI9#v2(hRK@Ee&HS%6Hu_L-iPNy@{-$VLnjOhXN2>d_a;yE
zH_we*K&dEDOX6@Rghw}t0u1;HoHo}R17e{QMNmfbg>szWZF*AIY}gC?goD)oBz0K4
ziOCEefKX<GT9`nHoQ<lgI%XG$e;Djjb<y3>K?DatR~iV5rb-@aPAX<?()bG>!9cl>
zDGR;=H6>Kkh~0-vdn*M0W`C448&j<VV&>bO!8}TP5Q2t!;}Pi*Lg}s+^lGXxz!Lzg
z!$ZwM9=y?^LZOHMqvsl}5X4;$tAQwa02jhQ35;%p=e$~@UJo%H(bdqJ8bVVJs(L;9
zrES4b;4b1zQInIN9I4VlZ4;BSQ-PKi$T0XK?X}ql`=z>vp+KLB(fB5{8xaP@ATa!7
z^Kp|2{sN7_c+=UPN(>7`cdep1_Faf|rx4b5IC$9U-4`8#S7O0-yG>*ke(Jr4dyVRz
z*QM(9sjd2ZXm+XkSQ5I5=mPTkO(~@GNUht3jIAbNiN(1WEUv7=4SBD+w0O>Y^hnen
zhgQ}dJVG0YS`~Sfw&ZY}Qbrmlv)XTA{5>zvR)cbMNvily`iJS61;0tr!YX!Wq8qSq
zw4^{@h$daVdR--aDVm^;1qhu+GYT_bfyFj{ggzh%p-Ox?iUYn+Z;%qGyXc#ZM=IgP
zXtp2x!D~w@MgPojZS@!R@Lb_#9G2G$FTm7!5r%(X!S?jyu;Kf#aIWxH9C*Ta-sX-+
zeJh-L^ynJKI_?o*f~g{A)$gfmeM+MVp%sRT*ZQa;zUnW}$|<1V<8(5%h<?{A6cGXo
z68t&&eR$^dWi$uwi_e>&5F!<GjP&#=3IrdL;>C>nuJrE<mOj@RnkXPQNg2`@kxN~!
zQ|PWEfG4v{^QSx8y2MHN<8+Y|@LV|M((r83E!EJ-Lf{zyCn!VeyBb6PMjCXH*t3<!
zZhP30@Hh!6RZG67L`Zp-;K3+wVbo~)2*SLb=pZx*<P+^(!bqx{AXfaxBP{|h?1kfy
z0M~!fV)W<H2hQ{y289@#KJmS2<ivD3No19x)5!&%^sijo{9yZ|n>RP_jF$F9zA!05
zwUg%n*RzOoE;g(|LoZ{;@4`JHwC)vcr_^idW-I8%=}laFW(x1bVIT85kBi7c@Pc1Q
zM3#p^ukDlA3ue_*qJpQSRQOCD$CeKdF^*4L<#WHtMIr@<Ss9Xn^o&gb$)0xlmX?gg
z%*<q%WAbJx7XwjE3^(EznLl0mqXU>>>|>oErjYs5=_f_Hl!pLn##lcASVNtbP{v2t
zF$Ie<#S`B{sRW%%EE}R4r|^-BH_5|x<56-g4YBeGn;k702@A&ac52GP5y$$Z-ce8S
z7hNUH0gBTTPf3#;Ri<4@CN{@$gh9tYdQ6LG9(UrbfQiEI62BgemJb@xtUn7V{dR)3
zRj_j&gksbe0mo_lTlgerT)fR*(A#YIC?JpM<L|U_luzoN+w)nAa%b6zo1_!^Q}B_`
z4r0J2kHs9vyd3*YR(s6w%@_k-{1vyZZQgosd&gK8oK=^SdB=_8MUxi0d7QYry?N#4
zwn6ifeVLh0x|bYUD;!!YJV9#(J%i){ik5p`n7rTn>GMDH>Oc6X`8)q??f3q_y?5`N
z{KY?b^Zwf2SO3ztUifQ2`}h9gchaZUH0%VP793BZ?!9XKL(0amq);RKmCwcO6`<1O
zdC<Zw5;OI@cr*X-38Sdk&XIKG#LnWNn&fg3J`X!x@N&&J&pV)qqiCz}LIv$HiaHeX
z356Zf;(w~*4$mv0=2Me-jG)UFe5j_$5`9R_PoMk)qwg_DKs@h>$v`~sD#RueNI{B4
zir3o}k<qLvE`2?WE4?g2asw6V=!yZeB!9_=TmZru20++fvQCnJ%0{UOw;+3+-g%7Z
zWQnr}&EXs}=VFmGY1x8_>y<6?hHb?z{6$DhBoH#8Xt-FUo@q22gMF?nXt4z0MF_gW
zT?inpWRD~i5hD+#UmANvEImM@H1ybjy3Pvep<cYWL9zk!xWtcT*nQ|{xO^<S3@U)o
z9QW~JPV?8aY$5WQ5Bd10&-ZwC9_@?L7Q<4Z0Ay?(_q_KZ#Jl9T2<oC#w73L8AXLFg
z6pF@#oNr5ccY(;48s`q=LP8EGVt|ns5b1seqRjG&zq0U#*N12}>`CY?NJ=4T?s;Jw
znF!s0#N^UUM9Zv6>IexXwEEyghGfY?`UEd45ab#=5YaVc3?eF`tVQUfuozMGb*P27
z>U~#ek3d4L^he;pMM!hit4Hc29vsYs0c4^O<-<h{sc|X;kw*K0GB6QMBDO=2jY(G@
zHigg|W34Krq*bV9!>tcB>3(MjNiWI--nZJFwl8G)Xh0bvR}Wtn=2I)f`wATaygCI$
zBC)e<RxXi*#{q~%{2q*ZuO0>iNc+cXHE7)S;E5O&2_JPk@T<e|#A$JW{R<{YiHGCp
z7gjTJq)7E3>cFU~yaQASG9BL`#dLff5n(!Dl>E|>!oo{O5+s+7uOzmlTBzCSLs3wj
zsnnOq{4;<mp1FN(7ub!IP`vV0oQfDVIsgk3-=ix3BAaxAL_I`*B3?Oyk}HLHQuSvj
zic2nJQ3Qomi4Kh%^W4N9*S?k|)M{ys&{EuWNIw-S4j(QHq!8j1rCb0(fl&c5n_j(&
zm==@)e-wHH)@Af41G+C#onc%e<G<6i(1J61X@^)wXvu}HMZ39ABOky91QP?=9=m%3
zgcT>q3j8;TNozz7=UA%&eu*&AD6A$>KsyBsQ3cRVQgM(99isRqEmc$^6&7uEBHNVB
zby1P&RYhRf7Bu@EEOvcNLsH&=sSQ*_pu@2n4upFwa_K^PqM}OD-51J3YzXQw&_=dl
zA=W~%9N}LqD-<Z($0TiIDH6`Ls6VSvQ}JNU!}WF(%$liad+INkHS2KhtBU69(A(Js
z7E%@IVV$Ek8m+kzk_uFE00AW-fmzO5w4lG`SbN{5uBM&hEns+CE_5+Vookyr*ETQT
z*#7A5=B+EYZ+^71y?x~(HcV>ps9}@%WSf$C!h#Ips@qV8ZwyLRnM+3&cfgWV!~#w=
z7(sb*>4NJpwnh^)T!t|qjNGWfWTaM@sEGs-3NfTLlME7R0T-XIHnG&>1-l_l2$_dJ
zYE29Q`rhW1doukSFz4EVTv{yY^3%;=w^60VSb*LfHU|y3f(lwxm{>zY38y2Q)oA~P
zG9fxwrtDN9Fs%{%2SKkv1j_H&R{NwKG}xn^05=Ul+{WO7bNrr!c)#5g`kq*mDX~vY
zO{2mx)j~dD*rW!97!%g{L-sz#_*PKCeo7af_L~DJr9tPesu7Vw*Xx}g9NuA9dR;qb
zQy%8zu|%9W1f9T^d~TeV(NP-xKHRs>Z>%qrMV<)NM1S>S<OJl2Z+>eqY=`Plq-w+i
z8FK*I+PXfNvp7akb^EX?+xLPB+1Od6nt4tJyAHyeK_%ki4J1;;nR$O6ZnSs9k9y&E
zQ3ZG<TUy*$aa6*sF@oM`q4HSlq#_9xOsy(Xv`ylWV5tiL{{TH~ACu{D&=`=a8x$LA
zjSf~Ys>bMkCG-uDGHP6>R1T2lI1U&&KGJcxl|p=K_2^P0Qsvgik9vPoA9%@AuhiKj
zR#LBAQ}rtB&eXFNyNqbSpNJJDoBNz67dM$8|D`o`K|azp0J8ywNr-c8NbgS&EMu}{
z!U_n<SeWsjjlehZV2=<8h$UhFCf_tPmXt_oARNFT4n+bZ7SYJSU6cbi+OlSEQ(3-j
zS(FO0V(=)D)>4raS<wY4mg0zji1s;w*qRv@h_%#uTbtbm9RZOXnX|G4vJ3S_R3reK
zzNXvb-j-@3<7A_r>_dTMbmZHmKz0t8Xlvj@?3`V4AAI>FnqI+_IU^cQ|8s!{q&Y7M
zQqGYbu$04USTW+T=80+Vc?ecUiVr%O9su$<#yChi@X6b{FViiVCVy#<$9H5-EIa2!
z4I8;H<IPYT$$5oFD65k(4zQMCF|RGS*GXwGNY6Q>qH|020x5E<$D~yZ$)jtqRs85+
zG|O=MC`$0Q5UCPaR(MDF5wRc3`(pBLoUY(c%J`o(``mZ)MyX1T3UhffES7cdq?o2+
zoI5=tu1?r6sE)%l_v@2mjalYinGhq+W+Nfmu1y1{WtTf0e8w#I=CtUut#Tg=(n-hT
z({GcjW$NT6UH%E>moe>b%_)HtxW<hlW@&s=_A$(MS@&D(2(XGkp^z5aVFHs~OC?-u
zewsqh&}J+Z#&Hc=@>jwI9lJ<t4N)CQEtCFJf5NpsovdI`K!<aGF)S}}qESrM3gcEz
z&38idC~(mHaAPIpoa08D;vta7tT-!V2h)(t{y4R>7*neKE&~<Px`2UFn_B~=wJZZA
zM8M$Wq+f36WGm;a=1sAJPHW86HcV-{v=%#?(opgC;eneH9VI16Hz%Ws1;tb8tj2fr
zh76gfKIcFj$uTFgmu^bIjxIX~8fQ*8h(w^i((SG`oq|h(l-PZ$Kvy=I#Eo#OzYmvl
zEgxqV9b%Ew^cv#^V&(C8J0knck8_O~SAqretBv46r&p>qNUU|gVJwbS{^zb!x_3pT
zGuDjXbB@cxdqK0)=wEMFDTXd$9`5y1On=|bg&=0<`=w0|s6nhoGT{^@(Z3`JV~xyj
z-JtS`{~kaDsuG24kBlfufFOABK@ZUadSLn?qDNJjTo<ozZ*O~RE6d;rc5pKSWVZtb
ztOpCD3S<pjfNczkhT<L|Lm}}O8K<Ko#5w*{R>G$7sc-xqb;P0GM)Y7cqQ~^WmHaXq
zwo;d@uJ7~_&2_QtFD&_sYx9t`Hk$oXRS`fv;06>48t$}oDkq`$O#XO1xH&8<%Q%Sb
zs$(Q=svnq`SCcBKN@KXJ#@LHdhwc@BdGlrV3KzfxMeLShg^&HpW5Y5(r1(K(ewbig
zz(>T9Va)Uuw5BOQ5^Q<0=ww_c(MedC+?I9E-yOE!hbZbEaqFK#Lm93_#876W<}(a7
zlJbN<Fdb7JUu?;hVF4ib%j6*?Em7h&qim{84aL+KY%?&*Kz3mG!+@q+g89=K%qRDg
zwj1Car=%j$joa@Tm4BV}P^<q?tN#gV^*aulVkmll|Hr?4X8x`JaqzGH)b}>uc((kX
zu6_HTp8Cmu{V!hl;V%w;Xz#aw#txgK$F6yJTGa8ULC2xu{1}S!Y6v`qZKhV=6Mx60
z(l2!Sol5<547+^QsnSp337~N0(%ttm?ky1|eJz>0anM_g#$Z2WU2P&dy*gvATbjD&
zvDR`_`{3sFdz=taXXcm-tk0~A6c5o$sZ&kaOS;$=p;-c5nf)Fqn4Nd(4ol@>2&{X7
za&9eXBjrGQH-=)e^aD=1&iw{O027f3(?n@5rIyi~v5=WbHD8-O0K`hRCmT_!$3~TZ
zh2pQwBrgRJvVy@7)QV{5RE1D6pw6KT&l8V=*<rscUJ8j>9b!!qYC?{>Tq0Nb?7w$K
z=2r@a@`a_T0EV+)p@AvU4LY4BLX>vlE=j3aN++D><qwrRDiZ~@B%Vha`t=UGxh8e)
z4R|H?pg%*dvxR=Qh_*>Swpc+Bj_S9zlv^#tghcW1g5PKpnLsApCXs>;;=A?Hm~Fuv
z2zCJiKT5=3Kz3?m;w})&0Xp?iJd^=Br4uQMNh%CURXjKkfiEuTH<Ah=+%$!OaM(oH
zNa3mledU^PJyr5<LRpYJUnzQO`>-RD9-%Uc5pJ`fjopJ@Su;Ebl1N<<+J{vVJfm{Z
zNglu@7+0!7Yz}fAMobN&1?tXC;RK4kVW|vOjU^&d1A|?+)Zvt$Zns5qqy2v%p#$J&
zs_TLK0+)E~*34@El1z}uRHFz%bRVi^q*$h!4K1#EN7sWpCur|O9UXOPv?Ut&Lq~mw
z&7db51MbDX1HCwpI6hE99ST2dRPRdX5mg16HD9*W2xu%xJp!lRB0f?xy!B{(^`lh<
zNYhBJAaa1flgW8+w_5$E|4~1Lq9_UxAW#8SkBRWLhl_xhR0-8PdrgpJjg(ZW3#`UD
zzbYioM8RjRR2k96Q1Bq$$($i_wEl*gt<V@qfF_n-r7krzC>I7392=?f^5+&UmRyKp
zED1djTR}9VDw-jc1t%*(szCHN(vtW-s>}pHsX3{aZl4DIkWGcINzJ{*1!xc2Dkmt5
zSrNcHs%(;5Zx5M?V*w<iDkIR<iZV44s*qL#y8`ijL9~+y*dSMa`ELI!s+p81HId{l
zA@p*{H+(9v?VrA^T*#A5?z5(U^2hQD;gcm4Uz-4hrFk+D8uY%o1&XHw_=KMl1-V^#
zJDQZ1H;2MWZWr?jC}Y|to0IgIOVwn1VuY5S$rO+oC6nB$I<A%zRVB)74U_3(oM_yA
zs&q>tZ2R$aOPGH@wu%Q|5*!&bJZUqvdDI}%gzb7|$|z64F~3$z;Z&T?BuDwLBm@}H
z#ma{%qs_g_B~WLr{M^pTS`cZio6x9S-Is6^Lo{S4)WCm&zr3)qT3KIORc(`+sN0WG
z9fuk#;Ubp&td_wV9{$T$Lf9*p?)8FdSmN+v_pWI?(b86{<@JS?^}0@$4_QcJ;M{g2
zw9T*xLsPHpx?>1V4LYsHC4|jtz=gO<d+uJR1;e?o2kj2*Rqw}g@avZyJey{tkE`vx
zZYYLz{@&VAp{8(~RI>5VgHuzyvBEI<j8?YA!Zfb$y+yIaC=jzY`%%VuZ>uu?mN0yU
zt5bwdQ&&;kxdU$`AF&x~UMr+{b%+;+Yj<%F?0R)LN+);NQg%-_IVOfLunGb;d(CDE
zjxJzEuk@RNt=}i#-h3gEH(*?x#SQoz-7aDO2NT3<r#Wo3i!pisNh=B=HyQemyHG#m
z93-O>en$F9{c=sTaO#sH<cXEb6V#Gai?Z=OK~jATY9fQdezH{YG_-tFEOL40O9nk?
zHIw`2P*8X%D13r~!jXMVuYulg9{mfwUwmhO?c2|P^-uru?|%F3{=&!JkxT#03#IxW
z|0@^&YU|h2$Nn@#bWaP8r%>#r8vl^8F@%_EbDVuch9$STTX<GyDifvLP8X+JD+sui
zHr+#3B*?ceWr8D@#$i7k^c-g6(9Z`xoM{a91E1K6*BpMDTr#=nkr+yvqb`{|3Kh>O
zZs8@zi?>PfqQ~?|lz0tiAMdSj*E*fT7b8wXr%P^n5c$2)tobn}vGQ{yO!EDhlQ}Zz
zgqw&PS|GR`^AIBna$k(VBbMc{q)rhf<bM|_BJVpeB8{DO$nunqN1ruD?8V$Hw3Pd7
ze#V{)iFGBP5YbfFu~VZVKSR;kDsGnS^@;k6_`ETuY;J~%lc6#1V$0@d8#^nm*`I1N
zp9(s|n!Pbu3u@|Y=IrCZIpH{b>KU|rPL8stVw^I*xNEkTxX+Hq!c`YrV#Jbu^>K}}
za7M1_u$800nyY?geM6hQjofxgDfSgy17=MA?~CseFoIhY$|L@Ay}rOT)EW4Je;Ghu
zF7$`^gDG^jH9&NuSyTkq?~%XfkP0FYn%ZBju4_v?1s6{xI&`E!#&y36pE3QQ;ayM<
z<&BM1V^;I-x#D)K0atN%5LgUB(?ah;NblXorD_LGBs<McX?Gt`-{^eo-R;1E&V~D(
zk4rr~UBV99>mZmnJlJ(wrS``h6!64mySDGW2ZT(7`u!sD`ke9e=0!6^z%SlJP(iS`
zD5@R!XvE!v{!_b;2e_(1pgZYYi~ZG+pC6&B6Sk`+O3R<SdGCg_tO2X6iNN&mY)1^Z
zmW}%yDMmoahjmTfw99$3sGPfI6etMXMUXsr%mRb1F3fQ{^`a;Vp91AoPu1}_d1&f&
zxP`phY7lNzs+INnN)Rq>EY_Cm3rlO2Fjx+kSJqc*dQ82l5S&p6N}`!co7L*D#qIZE
zG>zUk>DAGsl5pt60Ix*>wuzA%g*Y37cvKC$8vo1D#OpPj2jMV~vA+;azWd=0r@S<h
zQrfzsQ(tkU(!k){v0{O@bR+m!7aOZJCGQB=W}H7(r@PQk3wxaSxme*MF||#0LK<tF
zKh{+{P<7H%Io8}FEs8ouyM(YS7b8ysM5`C00I~%W;wM)158>a@R6SO>Otd>DRyYIL
zeG{vq0<mlG`Dg<xh-ekKG4(|F<Mzf6MVDb$II`Lh?v2FBh_qj<*HTG*l}b^5r~k;e
z0GtagFYKSqq9Ui9NgGgg&(c?ZxO;!M*Xay?WFGA;PgfZ&uCj7tpT4%^><m2sG9Gvz
zO_l?`X0PuM=^-RGHrR5luC41ciijsO=?@PuB+*K`p-4x-8k2j2R+EM-)H$)E(H3c)
z1?Ux?+-k_fqBSPtYP1s$S^}e+AG21R?`*r<9N;j9=3VmFgXMA%)+?&%($aM6GNNbU
z{!2(I=*)M#z(K_d2-qn9WJpQnt+ije%+O;LmWo2g_tf~e;IX))x1K_tx};%vMR>l|
z*zb^7l0NBn$WuTDlGj{iK#kaJQn{*;iRSZ;a_+&!ANhYAt3Ejp$q-w*-FCipd8`r=
zv&Rz#`XG?2jS{oV*ru9Z7;maUJ;pFi#}R8ZE}=B`Xv%@;jc89t$|_wajan<_D;%h#
zEC$?dW1*DMW=C36)b%!;_%hO5CFex;#iTlqKa+By`f@^f(qAe$=^m?=xzQyx$AM;Y
zPGm_9^6dt>9v-Wnxlq08Zrj`Kv5LyV5?e5Nmf&bRRxz1q5+*Fl8M8vU5NX=w16v}G
z?$cT7L$BNl8%+d;fUgfk7WUvZdX+pgFstP&(c}y58k|K6P>X?~h#3c#=@+UKC!~oq
zeLJDuR^fqbg~y|u;e=*f;VU0cDA9LlF&S#-hia|={vPg*Ewd9!yg4(cxF>lhU-2>j
zBpcVlX4iX&3m<Vl`ea`M)0}Dt3>277k$zDfzBl1eTrxE%0IoE9QI189{3|@3iNzuh
zst64LMoko_QdN>@9oUK*4YVwYjt0zPyxk65gtOz64y@xuY=oU^FX(#Tf}NXpxdV-;
zp4dZ$-OM@I1P+Lj{;)#Z&!7R#s(n?jo~{oCj40mg2tVln>kXj3B^<11DkywHf3Gua
z)>M25xKM{RR9&cH4feqALM5AU1&?L}e}`1WU^7yD$9vtqrieZ1bq_ArJDza0OH@(G
zx}CUDn3)By@HabXdg#sdP#;N)%mT|ObQIh^OKugaD=9#wQV0+m6p;|XL<vn+4M|WZ
z`YM&^qI3fvY0y0wD#CUQqk&j)B9g{iK~K2EUxAx^D6hQ@$I0jlZK|e*Ls1yoP~?qT
z2(}&%rZmFMPDjMU*ieMcz{W@2L2h|Tv(5}m2@%#11k~g1EMcGw_5>i@Wj}zs`-dIX
zW_^$dAF9-vNVl8vdfUU*3KOH#Ci|>bsJeojZa>7(qONQO_r+%(8G1}G_S7*U_chri
zAB#Os7%{@|s}1B`LdrFe21<0Ca&<D!y@W*$6>+l_WYh4d_c~BWL<=R%8Z~8ISmhlj
z6R`y2x$i>6mCy$>gA)x%RDyD<ZH0R263w7XVy<4gA_ncHBAOaLpBgoqv0~KgVT7fs
zj^IS_f1(!XXZbv+-g$|(0+(@08EKrXFOrF8_q6+4Jd?hMB<!X3ar|){d6SMmvOQJ(
zr+pSoDl~F@OTWELe3nXRZ~G9Gdd-iWvgAeFKHA3$5CE|=amGDdwLT3!J^1vuPxgW7
z(Mp@FbNZEpU5(;-P#h0?JTK;frR$kl*j25QW`Zu|ee%*3Zz3Z|i>G`_-&vd2QuJjH
zKAa?L#@$u0{GEdJsXq%S{ifZ8rhu@C3qVM;N;1h<QM3L1N-~18!#1L6AgD~u$HFYb
zwDkqJ(cg;`s7e^;M~_dS7Ju*1n49O7f1Wp-c^*0Qlny_CaFV5REM(;{qcf6EW!IwG
zk=Vy4Im+7L(cn<U`B26A392}cUcU8O;QiBwzj5`gEAM~s^Itmi?aRN_`|aQQmEZi8
zAH4pXm;c{C{4f6ItEKb5&Ewkr`?TmMPlFD#5-r+N4H>?t505FKC4hn7<i(A7CH^nf
zXz3Gwws-Ik;jm%;E~4^~!-e_HE1P%j&EG=^r%vxK`E!}CHTnY|@x>6sq8T!-TE!|w
zAw8sQj5bsI+NnQqxkC~L`sMYxlxUlCPH#y=#if~ZI!uy+tU2o{ao#J>IsF0UVOz~P
zy#(dUY1{=VU03`>b81f7Tw)~HepC@BnOj8-Y2v4HiTOBAif1*)K9wTQmPlV&r$iK%
zm673`(>>LJxmI&d=SqBVn2WfznuA&~f|jZgF&Td=hHEk=mqeDA(<Pxx@@HyHFNuyh
zUy(9Wcu+Wn(cOOxCYZ!LHYY4EK?h}uN&M5~j7f}|uMuI7<*bc4vQi`G=9Ee7ld;Pp
z6i$b87D1UjrVhqLOGiEhep-3~2V<?J<K%_vz+5(oJ`byHt~lokF)a~fU98MiEFZiX
z)$$_7MMLXFxxkZnbdYNKYF)$Tgcl>+Nol^GCr4lxFH&s8bNsljpH}q~9JMLHMg6ou
z6?Z$>lZ6_47ettnpV(;VyvwA=vE!0}hKf;)S&1Yye3k@>y1$d(X#X-k@TBvh6(QbH
zS9377_bcawk0=Tja?WI9PJr}?SBB4nB`ei+%_m5*9>al1qKSuiHppoRa4_dSsbMB1
z$$65LifNjZ6qyXUfQ-UIE^uOCWdn-sB@@hy@Jvu<HD&_JWs$pr1_C_nUD>{KcYAB|
z-u9KO{8{O@+gT7Py~>><xUxxjlm=H)vc;KA1<7hKi3j76n<^SEF$p(U0i(v^fQ|<p
z<$>nUE4ZL@pEa|!3wbZ&DOyCACc$ADtxbjpE4RAP^UncXh)s)x-0|RC%}Sc54ku!{
z<F_T@j2W!uj*8~Q=dxGJ9jz}Jqvc0z8rY1r+BYT|q)ubC$AEIO@%Pl5s@bwP7OEV;
z5X}<2kXYkcn($iSk{YN?OJgX*IKkU=aFGMJA;V!$k~v#AYREi`&rpG1!`W@w4=Rh5
zrRAj!Ub>tT9YQi&c*(Bo7uvmA4^p4@pxx_BA6X0j+DdJ$TCS`!GH&TSe$Z0lkukbL
zS`aY}l;GA&r>lq5R$$;<wPfIgUv7kC<Aju|r`0&UqG|O@tricIR3KH?JTSUh7;*X#
zQ{WunPD<~uA-M9*psP<`8s|6!q@t2?{&+d1%^t#U9jLS%2oper&x2`}X(RlcxQmU{
z^9E!V2P!ff-xu5^;xYg=o&%Mc2cy)`;d<JZXN7UbOd^^yky=eqnG{5)bQwG0!CK0N
z!At{Soz{$UqLQ7<)Bb3UoE)kS=Z|{#jHR;rZTeb~rEB~S`Lu?1ae3MMdI!$>yn8s`
zHk(EI>}}T`2ECg1?UMH`c*9n7`A|jev`gO!?sqCyB*JqD#{kdtrK{mE>={L5mFbj?
zTz%u88R4w02;E_b5@{<aLdzIh7V_~Z9U<i7EI`yFZMNc(^pq6<=_#X82$uAe@hcyX
zDotflQ)ca*Lg9)-RI?{tzPTf%yBIuN1@-%lY2ZvzXudWL{4sUsH@EBc25iHjy@~3R
zH+~grL2IiBzvfCw<e8H>!Al-FZzQ#8#a9D%Xqi^Ruw66}6i6%D)|jo5)-_x|lJ+CC
zWl8rDJ}SXZXbII;Xvf0;V-2i{;&+Fn$~=Gtpiqk>?OU(kh0Q&*EvaBBED%8&pfL<Z
z$}p(z8J$=XU4>wMLSq-f1t5&BQe2EquNc7Ee?ZY4SXr0+vG=_PK@+N$aOTsdpacCu
zZ&)1&N0tZ;4ozhIO9jvGgw-Lcus=^kpa>-;_wcoc7KVnijNbsN+Z_@|KqgK#P{Asw
z1IT+N+!~QZelQpW)%*Qoe+bf{15QizmCjD7_`Xnpez@21+Nd$fj)agNZPkT>vCwZF
z!j2xH6ObyIvnT|V2DJxJVi!5k!bPE1TEeN}5~?n>OiNg%E*TYBxI5quyrgSG5*cXh
zvwEo=NRt;WOCGG|#>_I(I2jXE{+X55adt`A{Otor0?2sV`9z!Ln46QSaLRswcG4}S
z8tRk&VS2Ql*$6>13=&T{TKE%%HQ1+qrSNh*=`p{vs$L{~;jDjqQI&hruVaI2`-7mu
zN^o<2U3kg$`(4W$z=U)%9r@K4*&{c0#AmR5F#>A_=}WJSfGAD_*xkq!*!<}(8FBOi
z(AmOk1~UJEW1OFJZHNhBIgj7ODw-0GlX0H#uWat@Y~Q`NV^Q`bADNIyd``i`02L?i
zhP!ZHOlva_m*SmX2OAjeLyF9o&6g4_*jU%BqxGw!sgZ;6i?MVp5(@A0R*H2MDa!0^
zkfi{hC1!Z(8=<+Asf5G{s?wj>50B=^v^)Xl-(&|C*0>&iZ_vk4f$Mcz$SV2cMgP{6
z=;Z*Q&uwA*#qkGrG4SgrRdnqlcxV)kUW2G(fSIYk2r&It{N}Jxy}z{=R__A{d?f(l
zAqpgxf)pHP-xWZ|^p0s2tCxUeJkPdqh8ni-%j(#XcQv`k;PwQbijr~2K&wcnm1st<
zMH+z}T~%N?>4G{f;>5^E(=b*PZ9{QbNu@g0HqIMOGJPt${$aw36*xWGYXyiMg|ufP
z-8FYvr==`Q8s!syaMyr{;I?{RO!CY7gOKLGzMGvCpCg~-asZiJybe#za=;ha$Z}xq
z($DgoS2Z{jTL?Cn7TL$s>y9KydE1?K3t`i6wb`x4o8f@(94wXR@li}r?lx<R!sLzu
zJ5d+uslj0Uo6lCkIuYoMf_D9uV>viZH;h)$O`c5Tc`Z3LbFENoftYy$jqSlrQ#$Dc
z=bHy3EV5=xi#HG5tB3XmhxP_f(B8l~vS~dKvLU@fcz^%5{^p<ht-`nbjo<xi7yg}}
z{>zmg{n<ZrZf5^yx@VsM^?&1gfA)X<q8`7_hiT~iKP@;8HT=iW@K>YZDQq*f6hHq>
zL_ZB}eRkI^anzJR_*jQ7;Um8nf<=WJ)_HGvRM9;r^Kn#ZJ!i%gt|ciWO@VPqXp(uC
zlq%HHCtzU`jtRJ!ngqkl)Ssru(<GE}wkCa>5@(Z8O~~BTCK!4!yA3n6QARKv>~(q?
zIwDRPHES75h%z_g5PuqifKdyUX<*g1Epc-kx1fo7D*ES;JdK*Dkl1h3lxaseYa!@L
z(6qeilOz2yRu@;SaC3Adbw@g^vsN^bMiHtnUfd`_H(F5oz3++F)e=l}K(=~aF0I+G
zizS#@nN+N8=9QGJZRmBN#zM!?>+lP>V!tj&Q{j4<$fWqf5FbETNU*iA55Wn-Qq!vG
zZMVs-oJ_?W>yjT22~`h<&4C)AA}BebvXrXb+R0kNYIEoXiIDg~X<0G3w3t*X1f&57
z?tB^m@wd{_CC|$NL7X<nXD2*ZYcWupBQJGdT^i&{dmIrIICkxdQUh1<)1`j+vepi#
zJD2DZVS=}8V&ux=<L<S+3m$qIV}g=1wA=|qYUc`H&4M#|UZTC*X@;9^uz#d;B1Pi+
zZG_GaYxjn5YSdTXb}&=%3H}H_fJ;rHlv8dZE_s#uS3zEe6!;FLQgCq4m-LZePTCd0
z5j`(MD0^V9dlp|E&lW>n=7Qe!RS2AF!&Vm;W8sTM`1*m1M;TRJ)B#XY^fk&r;^%JD
z^VQ2>7Zwk2x4<8&trkB9h&!ji25`s?w@B17qgZK<5L*}a`C+e0RY5lWaoC0j8*+jj
z`6{iveB`S)9))O(RK&w}<GVx1`7E@;BhVmdbyY(`swjeni%I>q?80idYc(!&#;FNu
znezKX_$2mR=PSvDCnS4)Um0iA8a;H8h%!wHI?S}<%+oh%su4bdH?dAF^!tNaqXSQ+
zSU7o<MUC4mb~u4}o?%hP-+7fV6V$+RnmtQnsd}zj-_0T+GZG727RwB9IoOisuo}}*
zuCMxNxUbTLW2LmNQg||}SHTKa&xY+wnV>mXLQrd!CV8yt#fq3sFl<F48KmIWBJ8~|
z9KlWzPZf@`1p8Ejzz{{@bqxjC1{hs5Yu>_qqI}q8)DUwujtAMaWE!h7XtSf1%~*_L
zfz?Gga!+&hJ?7$hF&^D5LY+L+H4_)Q1I*5)9PyDIP1VEuvd#oPFXc-f<diBG)95gd
zv04cX2UQZX(7<bpEm(a3n>BsVQHw5P%U@7kX4r$eKhfzb(Tqa%L2WSVEjASC6|6m#
z2sWO28XbDRXe(JDf+#4s<k54Wey3eP32@>)P7GUW#gS22UQoj_vhL?#>b_3su(HR7
z(dF%1Th~4^&G-?HFrI&9<TJX>PEjpM(A1mB)@^bu(Qr_<ZK;-RKzkpmRr$4xq}`j+
z1uzkc4NC|dR`EBB_EL|p*{byT4FB&H1dTNS$Ej`Mja<Q}yRlYT310b(SJ@8!li&Ix
zTYEac)kO*}%gALq_@-j)GHp^KZtc??d!#9?Cm6rnvB%sbxMM~zxue0S((E#ZxiuAv
zwc&}H4b#MGjAM4DORF8x=`o_7&iMUQ8O^X-!vTzDShz=G>SK@+%&=q&F2dEOkAwIM
zj)SluSzhPGzMw^Zj*RKH4}}qpAQCPgEc6psJdX`aYIS&5$snD<az>_N@PuEcKH2yr
zjplSxGbrR<ex=>_2fbFiDS~t@`sJlcxKypIDT*_ab-ftf95mM&xC8cDbTg)*VU#S4
z3c;D3eek+kr7c`|!7C_j-rBjYQROT$1;=X+^e79ws&Na+#N-4ZeugRPbGn6bX6sWk
z`%C4@a!{{pvo1we4rCINTl;wU2-kQW$bmm=S>H%H>%Jy*Q<la)H{bTn20ZN|KpAw>
zTHb~3umY#Am%8%3RPD6hJ%`X_*hf65B6XYl!TrFy(8GsI2v3G9WT^qp1_vj5{$}t9
z9)X*<&QyAx`ym$+`(1Ewh~IC+Uv2FU95)LOyYsQZ7sDW5=}fEFxJ4YEqh6O%QO5Mw
zzaW{u9t~fiDK5A{itnik|F@lq!q4+Hc_=?mZj(C?`=qH2c^rHdKM=m4&lSO1h0Zzx
zuECcXT8CUkGy%{V4xnodXAyhC;Wg<`?=?79T2W#-CtZBQssdiRC7TOvgsJ9{e>7;c
zx4rjoUH?G=^&#32<+EnP^CSrIge83)ZmIP^#^}-mj8FfQOhSz;bJ%ABP?tJ8`;+^~
zEi~Kj@s@c6?3G7~A}03>uBA$}y;we@^y^{EpJxhZ`SA(=GW`+7sYz*=RS3>R=CKG{
zEY;|^Q3;MIC|H`!qz5$vEM$CR{xsw<nm@xHu#gm6f3}`XCh^1|FGUH8uDZo-xd<C?
zrZFs^;44>PHt2Sf$QT(_Nq~?0I}<zAF*PpH+Q@)a15ZgQ-HqGtm9&c2h@087h&;eI
z$ax`i=$H0X(J$F)*ZNp(mlk#67wtqmlYFBIwo$7a3^b6g!=Xmmp+?yg)F?|hCF=Fk
z`-T7N>+c@<=0AC-_Lu+0_rLJ_|M-P}?RUdp`cwb-M^66_|J&T3zdZB7zpn?b^WkYx
z1DggNPoY|rYV$+N#!zxoTTt;o-x6vZA0XI^)NJtR58^JUK-`LHnTe#x0b#Bf%P2sQ
z9SG)%TM#wxc6$3pT?fgrGxuC^XTRO)_8X9!T7PNxjk)5Lh%Sc8cJS+m6gF9<%g2LU
zN)k{V{HiinywRwV0c)grJgFw7lKiU>yX$nVE43NZl@hgzT|wuHB$}4i!y1E!uvk;L
z^^Pi32@1x&-Od#+4;#&zPrL?;L{>wZ!>JUZXZ#(UcdMaj3N@7M<4i)ofS{QBM%nez
zf9;bCA9<1y+R*wCln;F5SVWRBRWZa)>hv3M6Ta{5!Genrrbx!dzwJ{|S4rbZ9r6vu
z@!2N2L+F#J>w$+eH`pRV2gc53t3r96R))GE!pd4+46pUM_Yfz>S_g2UH0ZVwD+yNB
z{!JD1io3{htu&b!DE{lnB-v(Cuq?qL>ijUY!ZcCLCkp*!^Zn$Njf}$sn6AsyY@^a>
z!aSWgABGYj1M2}c-7vpv$%skHH8K@;H<Y2E;`MXUDR^!+owv!texzMI&y|@k+;)CB
zy{?D|_Ezh&2Tv(VFG(++p46L*x2N?^{1}Tdsv79xMcNchb66RyN6Gg=d^Mrkp_F1|
zI>gwW{#%$J#K2JkY|iN#KY)yu=4vHZ3w@|~M9`fI8@n+iT%!G(h6KoP1yVg`XL3Df
zBf8mW-@Es%XuaT^wmF0%kv(-#dA_5?ff30K(s7kZ^mf7;wWa2yJt7EiRp~nM<<FX;
zu1e9jNH#9c$`>~KLTk+Acl9Xol<Z-9B^2w6kL4fxqg0L~3|n{Z*kJEL5`UYO=S&Gw
zkIu9XW4i%9;xO3NJB?yplD;fq-F^h;6R>25?q_tEtEJE&bX9?h$69HCX!G^2+f6Jf
zG>jGl`&g%`DaL9d>yc-sfy>#hn73aRI(MppVpCUCikj2f+0{nDrRVAy#TNan=x=;2
zw>UagrnNO88cS<qVpLO6*q9;}?@ih^sF1@)X?~ZO?w%v<4_>>~y>@$2N?pns*QbKi
za#lJegb<~vYUfw<NN7o|Ibv&LJRYnQkIPS$4o154LNS?`$6YAo5DOnbn?s2>NWyW1
z+_9MQUaU5IKK#a)R{f>wMtLb*tTR`RDbGU_=SfysV2DCWi5kZJzyxKtQ8F2h(z!9R
z(Pl$v!WpSsXk~bdl!0Nh1)5`YMGj<|Soy$O0I4J&>H;8eVTyV|Oc$Umt}{ZOu46{i
zg;qE`1D66;9^~h4=e@gdr`8P-B3Jgs%w@8-{Gm6APxnJ_QWWZT4UP{f5HgHc=n9Q{
ztOvW)Aq-7K%re}ziwI)YZ3g=!+ONU`Tu_DF2yWI8oqI2A^nh*`LAm!DRbXk$pvgb<
zW{JGw6?I8uXCb0_!=3|2%?8}RQAr~i>B0^-aFu=tI}(bs409jh&`l5s=X2tk-}iR5
zZ)|Vf^WM9=dFR^oEijO7UAcbm`t4iAw@~M|sc_3Foiz92NZCYoF!1DMU%LFGhAif6
z$Z-@G#+ZR>(mZ{t1zZP9wIDXZvC=RQr+mg#1y~c{F$({=<+6UY#F%NyB{9}m4`sTC
zGTkRA(@ov;^#R5E=fAh~?l1r8pZnkcyQSy<?x~;nxj+BlH(xqc`QW|3=lvf){9|u_
z{4czrhp+R&oO%ur)Kg)6T5uf7Psfm-s=j*)+f40;M}KJ|$*$zvC(CyylJ1Uuf=m$k
z;+Qw?fzmKAnZGE04}8o_z;~d-X9BJXj-&|~4}4Hfz?b*<dMM0(a>DE<DmZ@ZBHg$Q
zZQ8;RsW0o0JF@h_DP`g%B&RHdaiz+bK4X%M{4utei#tfL9myXJD-n|=&zJ_bsfaYD
zOGtie&g4dN3pU1QoR4&*L$;CMf-#w1mv|$;C2j^@OTsZdoJPp;&9TKWqpj+cb38W0
z(-^OxDrpBZJD!w`g3HTe=;>hnJFlsuAGwqRi4{KI9_;pf*u)L?T4d+9fB<f*)o^2>
z60kXC4iHTgbMRgytAJhTGBrE9umdCH(xo(8C=|3`>@UJ+Sc#OG0A9MG!J))O_5>R9
z7*yoK_=TInV6Sv**s6p*Tt1+TXBB>sQu846Mhm^uc?dQ*H^4y(&Wkh|?pA={EM)nr
z{>EtQ{75Bk9;~N?Qy#z48MbR|t;d6>aFR#QZi_8|G;jFe2zcnFjm;Uh!eUyED;-?b
zGMC?~zU@JSs0?3j?MB%2t~UCpN$(teTti%_#RcznGu-vwgAfA&WzKn<?OHE<=-mjL
zApqO=I||e5Hkfw-7R9?ISf)~@OO5-DQoX^prq4x-Qu$B9wUhMxsXI;vhKj^;vLZa4
zq_9p@y&^bf%HFJq2ME^WS8~a%9*>h4R({nOio*Fkm0m2&!4!@ETsE%Cbqi)b6d*<y
z0?sOa*Bn~Jsrgd^K21W)8MOv^X31h9%^$ozI&aNN^|}zCIY6RQ`}Lv-G(_?$xgvHN
z93cpykT#qBjtO@3dg_`e3M?iSSW>h3br|K=hUA=%WNZ)NNr!&>omN;3YEr%i>72Rm
zBXCr!0ZAJ9lv6pm{$HZ%V<<Oa0wC7%bDmr{Njis>llv2shUbl5-lw@N=3Q)ZZ2(L(
zNY+H_Z=dV~(=(Q^j7gqF*r2lr9`t1Ycs;P<5KPr1lD$qG4Jdpj#qgok?uf9QopHzT
zkzzIiJ&FYjy^KZgC|q{nPkcLVwGg*>p-AqYD$o`lwq&3nk%F8Q%)|U?cpZcnATx#M
z4MhGy#kh`;h#d%QE8jxl_&vzFpXQhw#<!xXJX%8heK~E>q+0R5|M^isN+y?a408N-
zuM58b{HjWDh>SVqXyJvzi-j*?jC_?pJ)vLj&Z!Q64yk0t%Aw&oixDS&@brRJKc+$2
znFB(95J39PaTH1hF7{hcI2Y$OIW<H_;~zUrj#ZS5gCjx3+!3J8a9egr9Lhj}Zt#Z;
z6xrJRX~IXM<HU2#nM|hgDp#}~Gcr_=D2t<%P-b10g~|CiDoclYOM5rOIl{8OrdUm_
z(0tIS4rS?wvh*h?OLt6px#iFl<uUJl=P&%7<{Pj6m;dB<-ucBJ`Ro7Q)&KVI{<90e
z_RD|!=l<OffAasH{ZFp^nQc9Koexio7<?LZJcVLm)#itkjUnV$Bl}b_9&dvLKcjcl
z;)AFawGa;p?%0U4d`glI^NaD229y-Nycdm^e^`A^&P*u6AN{CJ@y+Y^_`C4q%@#R|
zmr*2dzi~t1Y<5JkB8+#zwYE%rr0s5z)G>vrBo~F6TMUZg9<H5T%NC1TX54!}%HKt}
z6Y|e*%&f*mqL>H8zQa`A!2l>i-&Ds6K#w^t-3MR<cqU-*C@TOFO;FJI`~W9$f(4O-
zBLHKzygY#-X27U3fD8^nBv1sZ$B`mL{08wZV?&7W4v}{_^<K6<Y=A?(7<otZh{!wK
zMMvIOORJH0#E*!)qkwYs!y-PoVqXBtKH1?_AL@!S!~`!S;9DZq9y@xCK@vGXW5~V;
z!6ASx8|!<$VTf-KE<uA@O(|hZr^>OJr}2XB!g(EBpuy37Kd2M03HN0a$Qzs>aBw`4
z)PW25c*(MqSkZzUj(lNq_)TqLY1vjHeJ|!kAF*qCReYBVNKKh1;{*Lk0_o}9iwp4C
zxdi)U5%Xa|bsQp#Q?POI_wGf6kys?Zo&sbU&MgF*b0YLXx7TQS-UW2%auJ`&V9|2p
zzJ>r4Zwu%s9bP*a^yLy>S`=vE@<QdevSZ}Aa;sXPa+*l03CLVgNs>0nQ;=JQs$dx-
zQNU=+N*)y$B(kh{n_=9D(CUc4P9a;!9MkWIg8`K4`=~gfBNJSKHC9VO-vvPz7b>hd
z^OPxBxHNPx!1h}bt;=!HDB;!ECYqGRKRb#S1dQJL%~F~G5ap<*11UBr5lf!Vg)~Vq
zHt{J=kywye3S&uvlo$#*q^o-v60nJ~DBce7AwIxnS^Vl)AVdH$m2}t-F_1;nj}LL5
zreyTL=n8vU%l?l!Xy2khu$P6*q?q7m9q7ys4c`%X&*Np?&8jcjku!)r6~Qj2B(-Hc
z0tUcF*8syPLb9VpL~B@)HW<A}%ph>UkgKK)#gi5ucOPACf<hQ3!*eScf)FD3uuvbb
z!;wSKhRaCt^}VniLK4>aIIP_YA5ueJ3409+g({M7A|Ox$t~-O)JtS>4gMMFS+z~b~
zO)RN819C*Cpg<uP3h{VO?*d>I$b*2S;+$v2#?a01?nP`&n7?9)!lT^Q;8IhwWi+T*
z%@*nPt6!xlyQIpKku(e#J<-{9Swk{XJGchJ)B21UJ_;7ka^F1XNnk7120%uDd7+lT
zQKAWW-5}neNg?|(_lhAHilUmM>x$+kigd+FEPlq+v+^6RW=j0?8&oHwvJ|wYf^I4r
zT2rPZzlC^8JGphVZs*n}N=FU(t8gl!cn0}RyHn7*w6tzcgI=xvq^O-DQlqDJcdC@y
z2I-Fv^Hj#|r%F{TD(@rC<gvoDwuRt};@;rXjbRO5{udV(7MT}$0QD|Q?5E`!%nU6Q
z&KRK}RHT;tm2hE&3)2EXDXTyxlkY6$qe}_MEQ5RGFNWnM&d4<^q|}6AlU2JIB9%r4
zN~MQ^5`LN7WNMR%OliMVl1_ARkrXkbNERftRz|2ht6|_M0K5S|+*k=?P;MCNr`rtq
z%GZZYaK*ga{cg~#L7Qi>Oxir$TdyOz0oU*<`2rMFhIOb^T!JUFLD(tPLe|#F56MNJ
zPv&9G>&nennw`pgD?n+zdF|+qQK;X=8`2+}@YIeKuhB)N=x*rU?&4T0p86t+0j#on
zbZ2A@j~|OzI(JF6h%BvHI|L_U=>?5g5(ev~+kF|*>yn3CDI)es5ALv;?(a3a2$Cq7
z4HvkA4<9}(Db=1*r?*Q{mgXsB=(|kDG3hu<RmZDT!}`KnZDDDly1W`z*4N6FjcPRr
zHtGv2i`817ry9%co>z{ym@aOgH)7vQA`<82{Xr<{FYO={t=2Ux<$@NM#h&Hy{9L|l
z@MT{suQFw?#xrfVVdRdkVSq0u0gRMCg6cZ1J2rve7e~ba(j<dRd?^lg2i^+V2Ylg`
zcq$yDks~+Gt$%qL4D9_DJ&p)l)bAS<*tIP5$Z3_dUP~qM_0jt3N2|+zr~k;e0Q7_y
zo$Y^g3XG_)Puira!#2M1!-!he>vRS`GLIgRN3mRepb&8LzkF>crIYmV$aoM61As~1
zR9-c)0BL*0g%}%bZ2_x-{7a2O6F#bj(vuwJMTB90sTMA%oEcGQ6x6ss+&({ffcbz9
z(S1_uRA~b7jM*EsnlxW}U?7Bjvtd~C!+gZ*TSNZ)igqUHMzrrID~*w+N6G`mb}jJA
z?RgAtM+O7v6q58-_ygh;^?ODFh}b{m8K|<p!P_)LIzfmqz27tBm#+la>cC=xi%9PR
z`4_oVqc2!F!-j|o!;tFt7&txPC8;+d#EJ%EQ5)PmS0j@Dl{=zxbSP|#?O67l(x9AK
zi)_Ox5F>n~Kr@uuWF#B*TMz7C@@2Yt=lYxdqVP$gx9`Av2;M*3v4lat(cA|XluDsk
zq(c-OcLFd*;c*eCiuRxgrztJCGy$@Gc;JPsql1ONy{p`yU{{B0nEDVpqmW+^KNYTu
z$$?9|1~~}M8DXtB=yaNWXtRoHsH%Ymgl_3I5Yq+h&V7=KK)nuUgUUX|d~bW#hP!)V
z|4oSrt>>Z8YFMmL7#aA-eL$3h4b-SNWG09l5eeo_xIe(p*GY)M$A=^Lz~1AYS*mQT
zE(L2F3yT|z;bKr(t<<Wk8}-UcdAYK-QLF321L--_-)YKSk{xu1T1tL~*Q<C!Nd<}y
zYYg)J$si?JzdK)N*tc@P3f3ZLcx@y@9Od^VLPQWTLS6Mgd4RQuX0Cf*P=l0QhR5b5
zuL+;^@*c;=ydGVg(>CU42dLiWwtwl`PBh)MaOx3~@Bl42@t3?Ur)|5bm%W4%lRk5`
ze(V54IR6IcXfd_0Cv2tPi1yY*C2<wU-AOs$%iUfR9)g!ji}>GyUs(uOs|%}a)|H;B
zo1Kw8+lAPp*$iPNbOe`ix{k{~9ulWXywdA5OC%qWfC?gCNlE!XAID2!q)7t-#~n>&
zz9Mp<I?1K&gx?(#yECiCAs_fyJKCCgUDv%Nw^daBl694i6~nJW3zp1vRA(6*9vJbQ
zApKhUD?)!>spS@-<*q#KDcc|kpm{GRpqZ<bkxu|p)koPJ5iEVvUum3(KMHci14VwZ
z|9yuU1dvzm4J&l)n%BoDHJVbae%{QHJ?8oD3p_~4<_1PDErfpD^`eKdUy2;YtV0za
zZ0H=sv%<!M1JG3@;h;Ti;anx0=|fC6K*&F%`13jsG^WHF)~^?(*b5=t5oAxHYr%`T
zHy9#pKm&F=apWP=U|Ce@bnbha-vR-Ar`-yARC#LGMrWRsu=?}eYIm<hHwTYP7soh|
zgzy$HLK~3smTnfD6R*jzfA7-St^?JQ8cu#B@f3y9v9j7gNXI@1-UB;8d{wQ4iicq_
zjid?=6x{#}s{TB<Qfg+Gy0yB8Iq0=JIQ;dXadsIeU^o{vlV6-eHT{}GHL%XA_C2So
z*yy)Z8ZTYNN6;seMs%FAfizCmBi1pqCt9tzFjJEH@=5=2&9zGV2thLp5>Gjz%#L__
ziKjoVcUTLEzlgcT8NVK4p!fU=RH5$gbtq2flnCGz+%`lKym2gVsfI`(^eDDY`~gzg
zAt{=4n?gNQDQ5PiL4znwU}pcPltsgH9As%^A({ff&+uw4&}(2VsQ{e*7zGh;2lz*i
z7sd<o-VqZBjrY*v;n3pY30gdip0)Jw_g*=&^Yfp3=cmiR`Pa*D?0oIvcYo&}{l~ww
z(LMPOe)V_ufBoi9wf|2&W}OeyurGL8a2#3_jA2cnM#EFsW@-UG{x_t8s4-(uCJJ%$
z2R^@!7(A$3qjf}*ddM3^Xj9(0eQ*1`ccs&Q6DL|o^1y-wmvPvw;q>N}=IzCw4H2|q
z0L44wkJ>sR$uhxt*%>he$Z`Hp()-uvN5?&2MA6-Kq#Ut|0DBTgVW~NZAW)=keI9ye
z5OaD6odh`-?&6Vm2q5hDb)ny`!KM1TewEto`c*2w>sP58uU^-MV8fth-Flt8S|Sx?
z{kkj^<Mk_;26n1MjlRFq>vZXW50&f=B;|mIoEUM^y{+q1Pe3RXq;D-W5A9D<``-St
zIsyZ&?ieCTi=B(C0^-IQUesUrST{COJ|w#fD27gWbt4?n>l=MBxSx`HoFVE!7dp!R
z1TS?(r$I*493xpFdQ>GkpHeigrIM9J7icoIA}QOx7$sSn$gIB_*B7UD8_^l3kE}ON
z&qjBg-stcBcBS(utlb;ZEt|AsM>W{RM@mquR0+4|k#D@*B_>#02w99%h1s^+fTpj9
zc`h`K@vwSM<F+g!0JF?6WVB&`%#BAPT4qG+2BsE<UAXe6$^jAN3lgRb0})Xei9@w|
zz0X?pLa*L3;P6(VgvDkRVxhvwM>>>ULW_?R_OPQt&7~UBawh+x1&rP;B^glTw~Jc?
z*VQU7+K}2_<+G-S{I1Q97l#mVb-=)}q`gpsTigH}J%u@)+t;KUi=})#DJD$%*xCOF
z^48E~ogNXnefA|Z3}|wMy2|ZqG8t=3(fCT<MoPfw(lO5MVKNP;<ppv&_>5+8Zgu4>
z`fR1*$AWay@%X7yC603Ji1+n)Rf)}xMr8?M3A4qZN^DZ0d9>z-&{*R2g}Hge!8?Ym
zGbUS_RJEWPdsN;j{Ga|)f2kr@ZkcJRAg9z#)1&rsXz#3$8K=Ltyk6x*{!JyCff9bX
zP6yIcPOd;&2RO;)E`VgRHF$u&#?24aE!Q?`OSL+ynx&`eDl)PY5Vf=#gT{l9`nZU3
z!YS+}=anrbg}vEn2Q_H3Xn2JzUx^uL;F53<92mJf_t_}U(k2-$>lVmIb{dXXWB5t?
z_aJ3t;W-m4=jI1NZ_H|>pm-&YJ*e&>-g86}o-*E;kPI|0#Y-6u#;-*xl6Wi9K%GW!
z#PPfws|lr#UzKz$FUHFljN9SK7+#Cv-XUYpgEUkoqWIh)3)gXnRXPqHeCk)Y_`<Ve
zQOi<>5S~-+c5w89W7Ym%6+-9!{l-4bHWoHuwoztNpj2gvHysEr^qQBd{jdb*2@gwQ
zZCDD1Y}mon3$jUf0+KfRizqxC$HuL`TFMbxWkR`LC5VW6g{5?1sbW|P8Yi*T^WRs}
z*qtNmz0CCkdGe&FSd3fd_v?+vYlYx=?L*KmR75RL6skUmC1?fN(@eVu&}Z%p`=qlf
zcf4doTK$ve3bztAM&28>3%LXBY8gvq+K`W@+4DBO0LHhYczS$c%bd^2Yf9?EoU-?%
zuY%n0Xm;K3`kQ><@2CAM*ET=c{^%Rq+jll^T>oG@2FI^F=1=?eK`#vb2M9q4^_P!v
z`VoJ}{1y!Gd9rh^gZ?sguU0FK0d!<|;Q2IyyZzG0F;x}B`Lqz6$$mYyc58DRWsL>R
zYlY$qNsxEpH85Tu>sla_W(wyN%yFTFu@3LAZxq%FZ^d&?_|6qQDjFyO83VmI(tdj?
z2SZq{ViR!X{w&lg04-g<qWzC*2a*Yz7JS#rr8#kW5JIK{*_N-g(on*zUR8)nu2bO@
zG??0b;vhnwN$PNj9RZt#x(ljG=^W}k@rMDA58wvF|1OO}bL^*F$8W-LF~vhHBX~j0
zy7zBw-u>1`H#R@qNi6g6Ch+_?LN!uFJxkB?a1*57ndoO}-MbNt+Lw*Yg2zj9GIpkP
zio==B8ArUmK1XC=C>_k(>nUQ$`yJ^?7oEVA%ev_|a~?~EdBr&U@T<}dici?(h!@JF
z$s_*QAlTgvYsuJc&#^!ws+^$IG~x(08Ea%}3NW_(pdxhj&)75Amwtniky2LskI@{h
zgzYM=c(J)kuJ=;rs*UPNK97)1g)=MVWpQpP-RlLUP7s#1nw|cz$D8m=vDEj4-!Vn}
z3;I|i9VzKtFX;13Ea63yzy-z|;<G&Uc}R+#EP2>jih{{NyvHR&<eBQqH?tVe$(V9Z
zu92?fv%8q)NOdU=o)CM(JD4^q`zi4u8ks|5KGZHe)GmC2+J$Bc(H<gMvb>slSN_&N
z+Wd(NKm51<;ZJ?|2j5$L@n;*qbmw3Ci<P}!dHK#?dZYBK7a!<B>wI`xR0F3$$5W^(
zr`r6GvN04N)yO_IACE{(N^Q4-mgO1PGpw892RJu0I&G~3sH7pq8!_j_LN`!-^smCc
zm~yagU~zLefSV4D#LLOQE7JYQc6TiGcw!b*#jQ?vA6CkH162SyXLgjJS&YSNF`vf&
zKYQ;UBgv8Ght+U698U4Ed_Q)VyGibnGu-W}?yBmp?w%!i)6+e#<@C&Ox=G&NK{v>%
z%IdD`dh}LS%}i60Wm^UepA5@@4L<<EfCNEj*s^RuI2;Tc7I3g+!4`1-OBP`G1)OBS
zI77g}2JHL8@b8OPMr1{1MrPHJ!@Vi)PFH1o@x>PrUqnWHPZtqe`7&Y{BSNc+VeC>#
z+AeOBZwzE<as)_dP~M9LGN$7b(-0-g%Rof0->Hy*m!lFUi#uAZV~l%(HC-OTT)BMZ
zA&%3PJ@}Ki12&@w-E5eLQbX~NdfzJp934V``NJIv_ePjmercLn!idr|UyK<y#!Mf%
zRiZL|q<|1;TKtwFht<!R(PhjeGiI<EGv}nBCuQ)xv?QBNBr6=5AjKv#QCW_0G~$lZ
zfY1bTQPOBkfg^9jDsx=1LFyJ~OJr)c1jLAI84wE*8VYF;*;^_5vnAHXReylk-W1)(
zFhirC{azQNfA#7OrY#^ds4F7W>n=||71>ZFC?-*be@qcr!sF_$(03)3b2{uexk@pq
zrn;#l0jP^f5<sMzNrJdD87CF(G8J25DRfpzWkeShqnvZV%+Q-ds{#jABROOeZY8oL
zK_s=nw+?6=1LW<y$b%j;<30oirC6gd^AjPN<s9Je5`sQ(3%<Ddo(4o;5lU1OpK*i0
zHE9q?OVaoNIwqH+8Zf$J5sG8hc$?L_HKeX7h^8*;6+eQ(_A0Lzv)}7r<y3sqQCC{f
zBy(DYVItNzkCJ>1hKaX%oSBOrLjDr^8$2LmWv4f$y^v(h>?!;y;jAr6QF1Idaw&g4
z1X#NgvaM9sv`DFW58fSx7s62=N|aEVJhpWs$(TT$SMta0!wbE}M)O08#?F56NDo#N
zO!jU>2&SDG5=tPG+g6kx+uYXT(SfNZs>MHStLL%9NpMo>q2EH<322ks;j+plg(#V@
zSDQ61acmk%Xccdm2OO7zve{BKGqXhrVlmDgO~%Rm-D33Ai1*7`SlH95FuxkSh__2P
z5vV*eh1Edl>ugxwS#r4`&hmVA6{Z6TIT`VHEMzrXUy;Ze0H!f5Eea-EfS>Xa{D&bm
z15952k@Xap&=(#vI)xWzD3Mm%+<rggFRz$<OGv-ic*Kgh=!=!8w}}*Qv8TkMyv{bo
zBOi0ti=Ik}7l2JZWwnja(UGYVD_e^83-McQx#Aa(x-5q&VW(YiOz~)Q`ZH|goMMcV
z!wS=erI?Yk6;ouXECmsd*2p=7h#W@FNtos{a!$fp+{oFAaZV%WWSqr}oKx@>GICDA
zM?vf;{)Aw+97fLWNatN%-zp<#Ljz8#o7W+YJS7E@X>k-wQcaN8?07~iPI|gG&1M}#
zDH_@XlB1r5-t4J}`nUCK0c>gE$y2StmbR<HFw6d@1dNnhTPe+!R{=RvF5$B&l#mI3
zWe18y)^ejZo5-`Uzd|kyC|XG0`Wj{;{&`(Mz<?XG0NF@ov+1{DPzgYUZ6*R^s*PR@
z@61oA5gENAbdL%Nb?WDaRhc*}g%KDF9@7aB*cfqtcuFK57+G`=K?Ny{A)@NwD$zmU
zMc&LY!igZThzE-`pT(s?=tJaRgZs081b<ixs3<`Zka4N};IP*|q_~M8TxK;hHwYwI
zXx{!w)w=;7>cF2sqe}5}Sdg0*VkN@SFq|Hfq;QGFZ$#`Hbc4s|X`k>&%Yp_{QjbEC
z;ZPXJs`rc0)NA|0GNq^DRQfH7`q-Oz{v?XUqeWZl9=Au!Mpu`A#FJYk#b#dhyBm!b
zf~Icxo12Zbm5q9PwbQJ1{bt>7uGZER>qyNWB$bfV4XWFNj-199#Un9^^05qLEFLR)
zg;f86H~B|KDwcpaR3qS#D16OCUNxc^OTKRDZc4Zg%om(kOucn!{8?)8QG`LfXa?3x
z4}-`StC|ME5ON0Iq(F!!gl!KKwbUP3{kI=I%fybEvgPN;)1hQ_X-p?=G>W}8-stqO
zf5E2m1cTM6ZXmZoqqF9VKEK|D2IknG9HMZIg%Dh?uWX9Km#4$tLj)P#KvAu-xw5KW
z#cIUdzR2GF%LT?YPk2SkjN^jJo+iX{+%;Kl&c<Xvi$-&N`*@5Hz{g_*S;TxGxI$&M
zz3y)|0~t#`6F|*}B;^Gj-V*XGdL7X_|5>%SmP+3j@Z8c^i!jUJt2?8%Lg?IdCN6F>
zYimrs2J*M+j`RW(m8Uje-3gG0G(Qn}QJ;4pWgmx={FLOxoC1CqT7Y0oF$44fYtGz|
z6Z8AYBO(Z)iOWA8x$yp4HW4C5V~BCVagj7uy<xB~p5`ZSK`ma&LHItb?fH;mUW-${
zs3w1!N&4rL9tEBq_6qDt1+X{V2;zEmY?L&f`6qskR_cxfY7Cm6zT%CfEd0HbL5qUO
zZ-wn%FF#E=F@KmmPLhz%!Bj{Kke`&?xPOpL4Dok<3fvIBaEB!qP^SRVj`J>Vt^bCB
zbdGm-I->8}n<@H^c0u>OgeHr<iyg4VK<0esI$(R-?BQJR)=XRtdt(cJhtAQ;Y6gJ|
zdRNZV%nz+3&ht)m#CSfr;W^)ZIWd2bLdab2xO|9Xi%Y&j3ckx6u)SmUTQ*quo#liN
zE*g}LM!Ybp#okS6NcbB_O8K5+s&Foi6z?W^fi1y>Or7|Zwj+N<DMd-R5TBAVOxbQ(
z*rZk?S*D=ubMQT-rSXqOEhH2Q=~wl)*{@3nFiPmNoI)_aV`+zOP9e92IV8ESpLid2
z`o?eM;yD<N4*Dv$;BVYH?Df4b{SFfE5DMo0-uvxfxCE=1hu&ot=eji>9R*9?mCgfy
z-0?mgV5+RmEqOYrf_(XhIk}U!x)@6e`!5EmVA%g>fkEgvo{bU*JPR#@dU}Rj+r;Ms
zGK@77EB$hc{OCi-Y&7PR;Now^tyYSo`-c#UXEz(mCUAL+B0fT(&m{FM;}S&vOWp%y
zh^)v+{Xqw%+=`O~^}HKUEHK%Nbc6ZD{Fqn(OBQ4jf%m<;SGIO`uS9(M`sX1O3Cygo
z>qFB63(sf;k<4DQxDx*qINmMj7!}+9YzLo5dA#@<-pG&iEtkB*I_>hY(U-3l{av;|
zY2G82j-^}+ZEW>TNQAyYVaYclXmGon=DtLy%(RV#)e9s!YJ~#%n!m`M_;lnIKSO~!
z^TbQeut*TK(!~<<8IKpw@mrGh^q?0;(l$Fn`93$2b7+q8&sM(V4%YVSxu43DpB4u~
zMqiMQwH&AH1V2Ec+Ed!uLwgCvDUkKPa}W$EqjGT1IG4VBO+3B}&HEsTJXYg)zPaDB
z2dDkxV?l*{^xW>W4>=PFtEGBT(V56-r%SccTcs@p_^a_nGSXR`-pB|Yy^1;V3o~>%
zc8^Q9B|Y3l8lq=Gy_LSiNwq>h!iUoM$=D~(RVIhDx>T0UXDj1Lh&a#E4&)^kTwgx?
zxN>Vj6iRBe@EhQV(=xOdYekN;9&+YcD#4bQu+>Oj0xohCjy?*PdHrN?5md^q#2n<q
zX>USO>TegHzQ|lW_OZky{nTSQBCn8U@fcR|v@0F#!TKta!;6u5?0C2^+ZxO-dRO?5
zOc#|EM}mBpLZ-e=X1C{$4~{DjkhZ>$M8OOU|EQ0gtCB1CzNR_JK=6Sya=3>wv~uAQ
zZiSWygJI<|VxUnj;!_;L9)%NUU0U`yF>;g)giNNy+M~zvqv(+j<X?Hld8RuhA7?x^
zSKzs;?D@AP=!@)@`kT1GPT|e}^?oGV87n3JR+yJ0wu=MFi-_aZt32pej+u;xF@(sH
z$(m3M;eOaWbKp-80)|O)4WUw)P7fx1ltvK=j8fP2^$eW1I->y)nT)8K$zX897@HAm
zU6*VS@Xsq<A9kJN3PNW3-Jl`_vS!n-US%-cKZ*oSzj~`d4#(H^7ZbxiarQUX#=OMH
ziC-LxyE1VGkIIfc4-eM^#59{uj;FJS^cQbZ>1|f{gyZCx75)3QaGZQ2$Isq!S0>`s
zMrPZh_1-B!cm92j#mM7A2_DR@ObQBY*Qbz1Ir=En3yQ>*^=eq~x{)1GF-zt9=v-W3
z@cj1mty|Zw+`N4)QX>3_L_f<Sx14bO?X_@5pPW<%etSF$t1|+GCt<msgys4g!*ZGH
zg^ohpv{|lO@3)43>)))s_NOoZ)qk}1?==3G-~Z$P>5u>OrDy)(-hcm-2fzQ*_kZ}@
z6}dv}e-{xF>v6#m9XIQ`34UtsChi7R?X=`eLHFSNax^|#zKaBb6hUHnYiH}u{_;Me
z*Nnz@DZbKj2iM5TFnAD7PWl0ItTC6WPD{%WB?kQoWjV%7aQ62;ji>nZ=woQjXOev~
z5av{XoR=-Xk4W1_z%CxPWo0HICaY)FD3`-nTq*`SzjoWm`N(k6Kl9^F(3;Ccr849e
zZxLb2>as+oFl9xNT}T<X97Mk2;aV6FVwXhfcoEQn;}icPGL!bMwL>_(dCPt*P8vi1
z=uAh-6l+6|ug2QbjY}402Q!oTl{J;i=%aiX3)_|h#Z0bO*;7jRN^&%r@0C5Le-Jb5
z<ButTSZ#@aXGvLC)ei(7Q{NGjOnpbVGW8vi%+z;eVHMwbc2)HwLbMLQ+=hBixm2?g
zV^VrcBDX(k`x6$Z&)EzHnK_Nbn1P7@WrR>6+#Uk-XqG#Qy_d}A%2YTLfE)Q{gOOow
zB9x*1&w?V!MJ7zD<*Ivat66DQ^~mJY2@-1*oGbhj+-hjXl!+CH3W@~8Kk@mMT6kfj
zm<h)WPIPpMR`MFEL>L=;WdqN!nnRTs+a=dXV!_NBF?P&`cV*2Sn6lV36P1-^-D)MV
zuVZaHD<@Zuvvo3LGK*)|(b(M#Peo~MSqwQ^R`K|0JVqK~*NNbA@ax5KgANO9QFMZ?
z58ZyH?+*{Ah+lBgGsCgTxL4TUW}-|c<SS-jB()WH8%M_eh_tob8<2w9@ejqCWX<pO
z4u(9=fmXKH9wER2Ef&Nu>`@E@k>A)F0E;k^goc8jtyV>7z%{-*AZ}l`?;l(s3A7AY
z7muTbh=C6$B61odBIs-J-;iK@%j;4k2L>i?CNSF^Op*PAB1Is=rWYd2EyY<tm^j2#
zXyN)2biCGy$NR0iW|<-;99IA%7OvCso}^AHMp5AOlni;1c#jr-^~UYQqMQC#JWDmz
zp^sjV3aghX0&KuyMzVm1@0y8=n~CE`JPCcsKn=NGaih8tRg7^j7pXClF;PZ)Mm2NV
zy)YQ`4#uPDamZun)uJenF~}~I#GEbYyv3tYt|A4!wMjZXMWn_s-5>Qjz=Ra@B4FPJ
z9dfRMw|G=GZrlUBM!;M)q>MqhNsuQ@ghmv&Q>*}fjkxL)({Y5vXmLzm!pa*VMkePe
z$VeNxlfC<Xe~R!TUGI`{kGteeMigAcyF?su2@(Gg05(A2#=t|O^61dRnZRrJ#_j1q
zC|tb@gHbr?pLh>oR6T>2;zlAIiBA-CSg=n7<~soeY%~Qv`a`E)kE!lMqE9Rt3bcY%
zbScs<U-Cv{?-KPEL>~r&FzDY8!Vg*NGdL+y3jJ@0fG78ZVGjXT5GG}aig?<l<v$t*
z6yd~!D1n7NVI{Qsm%MNUID|RTh@`Lak?UeRrL~K|EF<p{U%Qv8Y%17h#iwe2JjG1m
zE*G??6V_79@QXDQU+OTeV$bPfRH2xaGiG6|*kn8Qh!Y*{aO*t0<C-d@IDh&nS}PE&
z#8D*0M%`o;T;B(BbMiFHFouBdU6@Vzy6}?se@>7jYhQ$H6)zw~zX|o()DL@~O-Eoa
z1|j!$He`JLeMm!-wBgfKUG&)O5n^MPXE->3ScyguQ(^JNnuU`K&{*S$&c1_bDJ%<%
zD^^=gzpxc!57Q@|j{<wSS*Bi)MnC{T5Os!;e#Y5?p3!GEvM6Vz*yhZR7Sh_vlNME8
z+`fu6m(4pOfUb7|tso+>Wv|sopA+hNc=?LK^ExB!J;M=gEGz&L-U1{_<S$^n3=R&l
z@Oj`8M0~<N;f?woPsprre4v@AuuX~WPwX3`J^y^}165StI-}-$oE-y9lcnr=Pn<`+
zKr_N&W5!sZra?rzt@hAnY{R*yp+T|mpmHYYFGtQ_p7dKrlVxT$^uWS`JjQ6$AV;#H
zH^bj{@ffh#oaa^O_{%V*^B)75=YY{vC!2TEHy62gM8Rvh0T81g7o$Z{SrvaNn<0iR
zea~RKg*poJxtZM&7$PcM@|YEhgcI{v*UDjq5|y%Ygdx_-xqXQOLHo#Tt(C`LM0zk`
z(VWhErkxFEnkGYM+ogmFC@W8A1tQSpJ;hKF%Q(%qHr>poMYnrlm>$VwvE``G5gTLH
zUi|RE=EcHNYQFHrVvfUb83QgWM6ZLCH3;DNm6ERkiADUiyi1FYzi#?5$H;36fAAh<
zCgHKSA+yy7+&p&4UQrl6-AYWCQ}JasGjpF!d+np`!=QactX^lCCOEn!3h>7T>H6(C
zwwz>K=fab38pS*Y^R8bZA-zt#ml1awch3U1$b7rIa0)tgN~(<`ZLm~)o(5Io>D#*c
z6ps;15P=*?ttkM`vK}1C;8E$3z(m!`@zFtL6W7)1{MMFRI)SPB-HcFUSLQ~f1+QKJ
zvW3L2UML+m<{u$+$`Zv|SF~3P&EYZ-FAG7TV9aatQ)`Q5{po_xYT>LGhBAt1eP@AG
z>Orj^72XB#>9;DhwcKf$5nsO0)*?Iv*^vNCw26O*-l+&)Nl~POTCgg&b=j0l6zL=!
z5?8`s*+g={&NyO8_Ip|Y$YEHSj0eL$B0(Z>XJuo3v$Nh@Ylt@8Ar+Cbk?$GjoC-VL
zz`A>YfW!zuMZ+j<f{|@o)K2ly6}qi`g`qHoxf{ujP9~{RIzcrW`3JCgYcXg1#f_K~
zVtag>MUG6~7Sts0FCywl$%!!^mq0DATEe@;`t>Bj%H(j`qG&kFw!kj22rC;~xAty8
zn8!CFu5=rASP*wo$^F59VQgD}@E=P>gp8~5!rol5PzvvKk9b=sxVC=9VjVn%L<RF-
zj?DEb--nN5lmp3)FBorUcECBK9dcwBbQk4}Xb7g&G%%9cw89g8lioRwQ4`FejSgbc
zBO2wVzt~x!F^QUvqxfciOM0Go*B2juc>vaYa^`lNk5i-ONtY1<$mFso?qTt9o9Fjw
zQP~LZVg_tjsBdB}Pce<zGPb~Py8~F-Ihnm8^f{L6M1{do4;YmBORJdeHkQLh%;sUH
z+Ir$P_QY-MYjhh+TRoBZL#_+&Us~T>`JI1!<{9tHf9>D?=l|ckXMX3+^6Hy!{O$ky
z{qRr!=%>H=&fisRZ2j`MIDjpJjwh~KIb5{_H#~-8COEtNVzv{RDH}|3DT8$K5xbNX
z6b#rM$qX@pbn*I{oWERLyQJP(`y2BbvpRoS#8FSYw#fJ8Tj{mM4J)|MRw0iqC;(v}
z%uU4O{#u&pdG$_YYD(#zsxjF#Gab-4k$u%o%`@sNxqAX4tvZqnxiy|z$83<4@rWh|
zcQ^9Pqz^MPOZ2huJiC_#)m)IL#rB;$YAlv4CbispA>G1=$YCE?muM~$@~N;`QKD34
zpRzh*za_z$y%y5UYh)cqT!B#1s85c=E6T7!x8^V``;GCIfj=4EdF=IShPkJ(kY!kN
z+2Ae6c$bZNisddFZEm(38;-}!1Q*8j%m9}e-a^h!-Xb%Wwv<p5LB<E6cd>GzT#iiR
zbg>JYi*%M{qh_&SbTrMfT1`naDapvv?2*ktB0DFsdF-$gAx*R9n$Jeh*-YzpU9;GJ
zG$wk#Vs=nJFJSSJu5rJ$IE<QQ)FQDi#6;@R5OjBegJ(CI`eLyy#H^=^82Tiz)3VKs
zYJY*$^SrruO^Q3{;&Bgrih)U=UpxxBbqlLU-oPUH{aa;oWmhqB2^a+ZQUF#ey=gFV
zy;5tmf=0Ww&N%=!Li7&LXS8K1A*oFkx+!WiJ2PEgyD!<@%<jl;C0lPvh*CC{5;Sh`
zC7);fl|*MuK{BbC6vhdYQ}Bc1$?-TuVAOtla=!x0Wae>Osc&wyyPc-oTHK&iCnfUN
za3?$V$6-)`8)d&o0ZHzIgHA!oAK5LuEULYFn_u9nTRN;L%tt^9s_$A_scwzOqX#k+
zd8w4Iv22X*+1kA9hlkrE5?s)=RSjLfw%sv*&q@P#9WU6p1IqVPTCIxSQ?_dH$=CT@
z$bXzh3Cp3xtRf2$k_WeyTQCyHEha}{5&UOheB0LdD-_eJV3U~$-?FuMJ?P6c6?xZK
z7QP=OwO8GSm*Y{vZn|N8C%J9-`xk8538|IuXq2lr1Nhp9hm)XJl&kXK{$b(>a1ma?
zF>pkiJWKm<`7XMvyJ7vlt><&@CN4OwFt<j-D}&?7Nx|WE!D(Ii^9-{CLf##Dq&Ry#
z9wEnooYqtFx%@j*E{%@U&myPf2~6P;;s3;7)-SX_^y(|MdIkTidw2X%f8=fZaA6xw
zCP)r>Ob;%#<%4Q(^ogkX#^Lk<oO=exEo2ak@<xi%cVd{9yzA2kK+M4fko@y1eJLY$
zv9P-;BM+ncdQK*FEF%x2dU_^$dKzbM_Mu#m!or7gL5ineLoUc?(X42gOcCYGluC69
z`xlzI8jsarE|09INZuLo?`D1sDVZai`LV@}oG(&@sosP_8X$r{oIwZh0rV#$2wuC0
zo<fIW3W0#<xMOz^Vg*4^&`nZc@E$#N!PaXErQ&;ses~0CLM^8IF)#`wWh5>oYihj#
zQWta(b7XYC*P+IJ?|Aee7<Z?APdlEM5dabok)DO&1p?$X74eb=)pFTN)&zl;D4YwT
z)gW>V1<hd%pgDxQ>2*}Vr80uJPX~wr6JiL$5W$uZv1OLdLl8<?Vi>{W;CM8qh)v}H
z$MiAMT#C3Y3;;265Cn@2Ao@rBg-!!ua6;TPyhFSTy|6tFkXE%!oezcxS3&hi&P;wo
zAwklughEjrE_q+kKLpwBg@+6qKc9!_IVqHhR^e~g5fMPyFm(br`}WZv%7QYUw%JTF
zM8QKWW<<hTDnB^vwGY`0_7T{|zmEzOJOcr6JSYHRL0|qTKi_>)6)WJKy%Pkj96*J9
z6XC3Gb6!HgKF(=!v0!_XJ6y@(;$=Op8n>l|-asDNiQd|eZT-}3eG%zr<i#987k;i=
z=pkt#M*u65nKO}K$VdzzIrN+UE0;%Vs>W}cNZGzTwHVg8->rN(9970aXFBZo!wG`=
z)1E|uedVbso~!W(RAUG|;b;gUO}~Q6sNbomgif-xIseLBYVHQSrudL@IFJAlADkkd
zLgwk{BWEquw~QlTjt&d~{!t%=Kpr4DFni2^#W9IhP{0|^6Gr+SLU@WNlmo(3^4w)2
zRP-c#ku9GgB{xl{X$F6m9zV|MQ6$;az2`+AU%w(=k=3m}jvhEB;e9Mw^+i><P0`Fn
zm6xNZ`~)SzUsVNHN8^Eyv-wblXoxW3irgOwOfRVlH%CZIH*JaMKUB}@4H}HEQQ$%l
z*k@l<9>eci!64h~wFRR0tPu3>!7+m&leGWT3b`}olGDIe#ZINFA~Ao@iuo3JMRi0_
zs~r#2lW*vYb#I%=$fvm|yk6-}hpo}W3U<3*dxAjiLBAu1VBSv1y+TW7Lks#e--S?m
zTAin;DY;I$(uA#iodQ*Cy_F_|>o{!Rl`;R@qSR)PKa&^cWwt7p{r;qiBX)K2kkT*F
z=T%<7LQ^CajmIakqBle>u`*+&@0g|c4k<0@I0p2d73dzWD*YIwXsk0H9a9L%SgGg$
z?g9N#tmtjt1YHpjfs*7VF@W#S0EBRIH3vu_>0|4-7yNRHV4yL8w>T2q`NU=vD@TM|
z?BmN(d4+Hx;9Uzh8QLLY@UL<BAzQk!GBFhV2I$8J>H}Vrsbj|XSRB@SFjV5-f_OVT
z*d7vk(B3DYaYO30V{LwD!73={wc-QPuvF;CE$&`w)%Vk?#@l(<0&E>M!H>M`Uc%ss
zX~eYf5sA0Pmka)V;^Xqf$K`AEak0KW=<UN5tnxME{oxyb=b!(Rcf;o&Z0!7{-~9)_
z|DXKsfBXHv_6Pf=e|+mt{_=;rtH1tB#lO}si*PD=TyQ*wjv8XjpHP;=?M86+8^33D
zZn4QI?OrX?;K82bsJIZ<a7kg7s5YA1#kpjqT3n<{wbRAA1VItA(TYXb?m5eM3Bz16
zUP3URoR^U>r>vK7@Zp$O=u4Qg1-}GUNcfxR*VK?D)}&Smd8JIPmZ^)fI~m!PTS%mN
zd@`m4ak{@%eifQMNm;6(J2kHpyT~LZM1wkDHpy337O#vnU_7XPs9&v=Svt+R`tZ}L
zanVW#)UI8rfU!%M3vBF4mZOSsK})L_zpkah8ke^W!1z_p5nQ|2rPZ)p^U}bhOP#zl
zxj`pg0n=)mSDQ4*_zfow*0}yzE{o1}jjN+`E&FZIxq8;MGCv}9?Q^c`J}(Iu(6p9j
zucPJUlz92n>&e;q^5GFmcEdLlT@tzUYCIUZ{Ds3<RE8{g(T}EHf`oce2@krga`TZl
z5c|QB^HG8s@k>LufvkFzIzg0Z=r*cI&=-{;L!bP?Q}ji@G;}OUUsOU_`ULKE9Uc7Y
zKzDNfKJMa1FNC-^Xnv(I86%X-6a$^q{bVi!k~#r2;XS4ozKEZc$mTe}IY}HV1)z+!
z#<bdyV;_3(LLOly3PV+fNMu#v8C4<=RBQNh?r3Rv$Wi0;k%<6iW51(NgdpEU!XB1T
zf(~M8Bo5nEVFXbfjSrUb;%-xH=H&;yqu%l^vJ63oFd8nyXYohadV<O-LV+WZ5HN{^
z7A&6y{Ku46qe)=01`R~hVE7Y!Nz<9J5!M^~2yJc1c-Tg3Hbj&GDN?}E5X?IFVvugn
znoP5XX>^T`vIx+vtA*Wjo*Kjv+d4BCt?(cAwl0e_Rh9~r$iUJQnb|5b6wXB{Z_o4-
zo@w0PFnS0TXr9)Xr9hqv&_NyNh3Ces`D?)pHFqV=f;4wsZuObF8nYwJQ%f2==Bbmr
z5ox(VYtVFk70g5%%nV;?4}?do7f=7Bfv}t`xPKUrVn2XJ_uV#1k<rCW%wd$$59TVn
zhA&98^byhxMXA>e&{*yvqm2JxWUNa>wQ7_S#sH2Xsu<x786-o59&w7OYZzc`m@IRL
zcp35S(lYAuWo5Lf{b0yf@PKs}PVEA@nPngmy_Ts?LmGW$qgexfF`D%#rAh>ZZ%fEP
zh)i}VpO4A0f3x}%!}Fb81~D4ZkwC*>&$^+q&1jHJhXZ2(>bvp6kuV}gLX@(H+>dQK
zRKj3=xpPWUn*9oorB>oJD800<`3E}7XUS8*%n~3QN?d(20V7L+Oi=9F{ZS^Auq4QY
zyJNL1$W;yR;~vioIx}S2fawj<yG>ah<Z4Tq6)XTnloZ9FJAvj~Ox;ObXxR&R7SW`h
z*u<Ghuv!2BgDUw0%f4RS;ENtN7nWXXCf<d^rc(YD^TEIB>>TXkYv}ILpNdWMy<Zf@
zh4|eso)~w}=JWxx``f#F^k-s^`P$!H4BJ@!?A`tN)2WX8*e@0@He#Xt`+SjOK{-}*
z-}*<2d{O-Tt@5ciOj*Bnmw2bhmQwd$D&@$4A&p<juJkM!5ky#C7iVsyDS<Q&;*`o}
z)0ftgJm@SL!7)95R4eXwF6|2p%UCj4AfKhDqIz%Z7aF*wqe<j<sdc(*5`&xqm;5f7
z-tiJ?p0Sd3(g#LDB@Kiu&+f2<O!zCuV~!XB?u?S!=Y*~%_fSszcgLM^r_vryhKNW2
z;cIoZQV&*|t#)HWbUGVCjgCb6%4iJx!T@+xLO$ZR)0+F4wC#L}Wn|y=kE^$N9fi!j
z-6R}u#&K6EPjy>bT9!)gO=O_r6zm0)xqD&5p@xKikv@EBqnzbiDN#N@2rhL74|)^I
zBqAQZu;U|Vc;EZdKNxC(0%Vo+zjVx2JJ?T^@R<2pv1}!*wPhQFD8yGW2o>hY1-_`T
zROoaqN2+loCWoinAQ-d|I*<Iq7#`%O#xrtogKHi6iot$z*2?;6;s)6UI8`z$*phz=
zvQhHf3%rl7zl}0ohV?W1ygjpGq$o}RfHx+7m6j{n>4=Bwj~Y_-<Qw`T33;*7g<H-8
ze>|)p{rsZs(lw_V=^-QE2)y5tj1r79WM)$ClEMZYjCacJQS&S`Er;Z&$UR~hhvJ{p
z5!0dpg}vw?tLc}Rp5KNS=s|FEbWk01;#i-U**-C|{Tj_|)81~1^}Ub(`oSkZ{@*@)
z>JR?a|KNZ9E8#!;cmL|qpC0#q_Uga?TYvBR-~0W)^G~nFnb`dOxERPTf{rJqtT{|s
z1sgnuV<xuZ)0gc=wlnAIBokX4<n8vgi#c0KOGn+-(DN?u?G&+rG|roLn@9baYPV3N
zgGs6(qTSX|d*LMo+Q%&z;hDqHbleW$;!B|!5LDs>kq-P0#M)MkQQV$HinH-I$C<c{
zVV0rBt+oj2G$t-jB6_%Xof20bQJ~!}K)F>t6i2C)`5JCI`=NfKVgRbo)hZ9;yrySm
z$8*>lF=75nbz_NwYOqrdo=dG{omq@zsJ4=HYsO*kS54x7*;QPbd82pM9VBDYB>juP
zwh$@*VhM4Uv8D`?UAphAJ4nYIlk8ugpFONneP@k93bk>G{^D>(()`aB)&IC8|B)eH
z1iyZ(B=}O$QXr_Uc7djgFS~BbTPu8~qw6(fnCq3Gv!brA>MBk0^=D95NvBGsHx9$Y
z79{~+BTL0feYLgO>DGLCNs#oqh`ZBBkoYp1lVAydB{j*y<`fzdnwCTO>Uh{0U>q6{
z_^<e_`kLQZ5oDwkDMBThXJ8T4Avq$YIhQge5?k=k3*3vOdRIWXw_vULhJj9<QxsJW
zl&7PJmF`XaNdR~FIU1Njp>XjpQnVW%NLO+0kK3?2gv68%jfjH=`TJndn@ob>l4iOa
zYg7Jwfxeu>0uj@74qwz)71Qn<v_?Y6Wkj!2G3~TScV*NU0b|M#{j0BMfrEX@cqY1R
z#MM*L_BfdF?*+^GS#)lhvtLS(x%V?G$70I;@J<*^JBaMVSk@a(ndDgpLzD4i&;HT=
zA)>?`BNze&MuXN4;ocyxhM8io?H#A1SQ5d_C`1}W+GW2*QS44AN?V99BoKJp+D1?|
zghzuZ+k3_;c<-WjJcSJ0+NN?xESGN#Ib3_x36>DgE%448c&gK3k9=v)Gcmlq?CyE5
zJ01<nF$#!qF+g@YAf|^pz(Xj!8A{9M03&K2lm5rr-<x!<1;g{`{}zS%gPAr9_lElf
z6aR<a;pl;PGMXYd-p~tsgJ~ZN*Bg)e{g6WC`FMtaC77X(*Xaf5J%+v<YeV$^?)i)5
z@+Y5s;vpm*!{B}F$s+GUZOLnXD6e)GFM51q18v@c_wgtAr}Bw+;Y;W!5I^rj15L>A
zP+pj^cj4#LaN<=N`VYMXG`~q`{+z-=Lr3j=><y0iaCobAR!VN89_%D9@cs%wMJ1?3
z3j*73)|P5Zjivh1>e3qit}Zo~>VJ+0-HT5un86!hbAi<%McuP9AMTobhXfb0a8^mo
zZ!)3;P2@$1Rx;%-<I4Dq#i8y3jQBIQLLwq{MlIVGjAB$tp$$m#`e?iaZB&^t6Ie`E
z@jL!80xUgJUbXZ*#<jZ|+wR8rR`M_Lg~Y^Jc%Ybg;1T;daNl@3WH^A}9$Vjp=>mi%
zEE0XNOPt9$eV4I%IwS5w!xtOK_&y~muIeqHCns-gY8}2KU_<Knx|1>~3}^S8*rpCX
zza$pTC34_qu`&~RO*W5io|geGG1ofbirLwAgm5(@uSJ^<sAKyejEh4GnWcJaaM{d`
z7*;)O-V=J?sD1AN!^ah(2x=<cKNJ{~y-}2x^C5ph8GbzCrL{bG(3Wqx=<6r)ohJAR
z$;l8G)H7cdyI*d5e(2$kVi4MUQh3gd)5OdZ2Ypl_^i@O^#RkJ#F<FXjcDr%}QG+qp
zjoWIYt7Cg>;=fh=*TAN?wzO*9=(OEoX2%o9kY{-B<)H*;UwQnM$E8w%<7(DfQ#AMZ
z>XNnCjpEc;de!6;#4z<`pzK%7A~>4K3)|~v$+fG!VQ&)1(UyO;OPqZ4&HR;pHKIX&
zuks}V)^e9E5*g!E-l<HFJ78X^gMQlp!I7c@|2B%mCjsW|j?_eJO6oG<1i`Y1H=($<
z+&UrOf-&|YuB3jB4(EVBReDjQM!}yIIpVmET57cAfW(lW9!&ZKDDD)1(yf8CHS{by
z^bUFtISmr6x|T4!iUz}`jn`lo3P!axe5BSB>sLwtbN%4JZ=Y0XNC0TYd^~rP6+XsM
zAD<(-E4&Y)pW>!fI<vpN*=UM~FYE)3pIdL-mb~|T^zg2HR^~vp`bI-kJ%=X;0fCAK
z>d#}dI;9Nal?uITE8|HB--Phv%I@Z_AogYEcG?LL!J1O#s94~tFGasdK4R++bSRc(
z2-Po5u*KPzEl$S1)>x}TGLVcgPVdv<anQy?lY!6f;pt<{z6kQF*h&VaEHj!J(}_+#
z%b!f8MfW-OTYH(jz#qf~H=_Du!={oOjF(7!BJ=*1?32ZS(XOA&RGC~?4hM);(LM~?
zN5sY~-Y<K1kR&kr$c~myhm%2ab7v-gI62{nSQV@XGLDWu3ej^6w1SK?y$N4H&k+<`
zKr+}ZJx~>1;uTDKg&7vB#om%s1s_$*c+Vsg&TB>geka5-BcF2oq0I#)_H`Ilc|5+!
zj>E1PuMwjIM4&2W>+6QzKZE{X?G<KpRr>+{V4vs35rQT5#S?StU*4ls&%xbW*DeRc
z_Tgi^89&cDU>+tU2b{ay8}6|z$D-5f&to(9^0;g4u38M^nfS)f%7cRF%S*A-!!7ar
zk)0jnNiAdR&fJyHj60LCoxEM0VP|c=ZDQ{e+opBHetOay2y0Y%z<$bpEf9lKI%8-1
zv%83j{}?m7B3t&u`1{x}wcKNpnA)Jazz?}-GFXtVb;<m74!N43e?n;aWSC4Q&UYac
z=K;oh$&JPbL|H=1VV#NBZ42tHusku1eqtK^HJV0?B|`@au4b1nWAC3_`rCi`PlEsK
z5C6vBdiekR@x#`?@O#hyzyH<pGk@XkKm40N`fDHl{&$rlpW<BO%OcE>9~T^tp=qxe
z>nD`uFw_>D{pQ3LMwF~ZVVY~RlpZskxz#wDS-Dv4mlMsGMP5RyX|jvOg*CEYrYVAq
z;}@O`N5^3=)NQTrq}vqChC*JTfr5um4kHBu=W%_DS}Q~t7HPIXSmRpmc}y1wUq15%
zs=-HQfp!dpG})FRYH~qF4TMlfRn)LS$745ckPvwc9H@@n$bm|tXwz{%n9=>Q@HGis
z9O(?5%^srG!O>E~o!9<>ki=$Ms-vZ)L_Qk`LTD(T1wR+DgCJaqwh&bKbuhkVICvON
z-nh=UDcWkHmVdJK)&wWfrn9kbuaLu1f*Q!;Xx;ii*q<aaicUs?*#tE?hv@`WPhwL!
zL8kcx)!;Lv_he2x3PKv+o(tGg5SoS9QxKwv4YLd@2wL*h+{P6WS)zf31juJ(LA8F<
zYG^?vyss2d*4%8P-IImCjoFw%Cl?&R*-AhAa03CWuNN1omMyMcYy-c0Wou{m3VfT{
zFC)%8$+;1*g4BdjTZmTd;n0GBwJg9eb;I~9Q9NS~!GjnZrSwCC;4zQWAb5!6GzcC7
zISrzg5NA>mLP2>cTJp?CgFwW!42acCh-S5!fg`Ikn>gIF7}RN`vT)YP&Uw0f9{0)f
zy#9!5dN0~s@k~=<9@JU$!kdi=tU77ft=OL`8})=@xgD}%(>pJr2D7P2C?h>+LXohl
zq3C|LD3d&Xv@OEqb)E(r3E3&Iv+0MY+LAG*34kI_C)&c8Wx5dzr_6LPRQOr+S8_4j
zWUhp3OHqlkVBxNY2>&g-4Qq`EO4zM1uS4#QSdR)J&_n^2Gph(U+Nem6kHqjx<m(ZP
zv|i!ui^lnSGb2-PR##<YYO|Xj%!K@kPsUOe(#;xSN;RVt*6CU2Q%kH;nuXb5rOJeb
zA({;}$~1qxJqD4$kIa}vO~5|3QEn&#YZA-TyU{}qM)o8Mj_LLZ1)u&|FHi^ei|J}$
z=^@b17<#bh=GZGrh{d8wjogdaw62M1-H0HByn)5sM<zj7tigCc;88;7m?NfMMKoEO
zLHi7`qJ*howb_`ee(^`sq4~hvDabNJ?L-VP-$W3xQK0#_o3Lux9OB3dAwH<l??`8l
zX^;-X5a(zRlR@-@Df$`Y3Y#zlQHvE;42*C|78AP}hhydid`WX$crn#9AWVNq?h?Tm
zk$)={@78D%RK2TYD344;FkmHPK$feXnf$g#_k%G!MJ^Jos~l*#wz3}QFHJMg#`Tf1
zTD-COxFU^bBZC6gE2lNeSD-d0WI~cY`;l1#v+^S^5aL{YpZ?@yI)%uMTJSOj=DCR3
z?T6T$nWkyrkB{IY!VCu4gSlrTZX3W5&Tav$F`=1fAm*@Aca(yjmFJr@R)vs=u+<c-
zItpDa%;~(?mV1k(X{hKnb(yd8Xx`%U$W+)-F?WfgI0F0yy`nFF(owT1=PzbRha36?
zEo5ed`Z{es3Jf%ju{O#KgA?21xDpMHQnyBr;=^e_pG5H7I*N~!Fg8DRO6r#)ZIRTI
zo<@*!@$_xo0UM8}#}p)hQiKSAvlI~h_(<jkU!H{rz%oDe%c=xl;g6!m3x4~V-XPN_
zEQbi>5fF)@4a7dIZ!RZ0!~WVFD726XbD>#Ctb_$ouszRs*rOv{n-gU$EW*}2=vdr>
z7`I)S8zBW45J(q*EQ)~O9<gH9*_(%ch=)E{JjS{B?pqb?z%Zc67p_=y#2`~k@`l#7
z;J2cqGJ+kD`~#s25b(g4j4J&y$UYzz@ZdFZ^;IDc)>k(qFP6xbhfKhjO+mEfzlg_`
zItvZZY;Odz6=jw~Br-#UsLGpo%S;9ji9A+sqtV`MHX{lRYg(%RNFxzv4w&px>gY(I
zgyE3ISzVWK$&q;_M8;pqU&-MhvihCYU3)JxI+xw2(>OA6JJ{2f?wvy^I1@*^SfN%x
zOm;g~TzdDQ?}rDY2NfZ`tH8T*96H22h$DJ~6b>ZQg<6CiCc_hmg=JvezhW<izvnjG
z=*jJ}Gi}4IvvtC7^n1f2idhR!O&*bf`Sc6tOmEN&$?x1l?iXen?vv9$TvQR^7H;dq
z(S*E2AB-t_!;l;~h3LcUO~Rnxt;Q(#TI>E=yXpI#%{3p<JA&2Cl}0<L*VpTQYhx`~
zQ6}55iqTJbr29gD!Qp6xbDVZALr=8x(lY(5R@tA28_j#o)ygP*Scwi)%ke4w+44;u
z(rkGrxF7UK$H91co2N&)*&7D?qftLx-rM;!T;BEDxA%U%8g`DBr{S2I5VU^l2sOeT
z%{!uE5Ed|wjUWGcoUX^C(c~}E9P%JdZnG%2`sc3i#V1%U>{D{pJk^mAQ%-lgy@=n8
zZ*oqzi?Rn~%>8L6SdN<btw+PhvGb)Ii8FU6VfE1HQ}T~5MA65UFZ)ZC>C!zg#a9ES
z;2iq>d)R=!>fIQUH>ltLs<%Hnz7BJyelWg=ZRy7Cd+q)xMEnPV<Wd17$l^AG=YoNU
zu9BRP{VBW@?)}EfeyrUOli(>-_dUu}8LRM<)Cx?T607lRMvbKLxdX5Ed($B~vTsv>
z_u)Yd&21+%Uk3isS3S5JV<-OVtANH@{TN^NC+))++UrheZ`}T>cjaL_U|A#Yg%ePD
z8`8gSfAk=R?^*$Th(URrfbMPqbnxL4%CVbdxJ`5i2$K>cbiV-R77!l=of|_4pqNK@
z|K#>?_X~d<!@ajC+<W`GG1PYopysb)yr95cldIxY9m9KTUc7gD!{N*zyD_cFT?Vzg
zQ-nOn$~AWjS0=lII1l$aqbV@lMV!-!gH3d9tgwyf=dfDP7Q$D(%h0ggLpIm_V2quQ
zx!%S|{laNnlW{YR{?=qP=(WMuCo$|doUmWHkGuldf)5dSqH|9$@$KPdzjJjbhH%RX
zA;@ii)!RE6wrPXeL$>duFowvDpEx4y;=zz!1~+c+`a`G`#y7&d)8TM-6Lj0H6jrv`
zj;F^Hg*Zl~+x8OS8wvWh{bO!Ciuhza+<bg{$wTR0?||Nz7)tSq4DU?hTZ$XYYj4?Z
ze;OVlsuD*TpB}e)*3f}C5*p9EaMNF)+h5^*GaBCO4Z9=prcbYMBX5PPc`NMXt?=b+
zg*B&DLX*fQ(j0&d=gQcsE%lpD^>OmLcVlCg^mX^zwdP#a8}+%WH&=^RrzlVNzO?k+
zZRB}%Tj%rCxAi_xeOvcGahf}5z3Gj~|5*6v4T<G2yyvqQ%RRr-k%^Mtw3gOnqz!v<
zL&`er#m!Z*_AO0^(^g8;C{1e`#c55WIIU@1M^c(bX<E}LPHP&)s%guh47Il3njLW}
zR*ff=tJV|BRr9aU;vbD=$1O858mp$QrK(|TscP0z`Y>wOGA1Zh4cm)V%l2Z`^s8Er
z+k@kW?ZX4v-`8e~RHK$M)uN?LHTRN+Q*R5N)%;?Ng+|X+L-7LDO1wZdF*}%al#`vB
z9S$m0&Do1pqxNFe^lUN7^8(rSEcdZu)p$a=YCWM`HGfkMVybijn_V0C-tGQq7_jfO
z{k4zwhW>GQIGV&xeY{H{bNIi9h*g-MZf~qYwS2&u{Cw%&y?Y&h{Gd0y$3lYK>vryi
z!Q>v9z0k#1>}l_C0{N9N=qz<k;L6o&-|LS?N7G{gl=w$VUefi*v+_z=@8z&{zf!AF
zxad}Ub$xxcCYnktP^3r{r-7nWdY*@)7Nx%<{yxhRDePUAvYt{Y6K}i<PqqaVRUDMZ
zs`X4f)_NjM86o4hF?W1PRio!SeCCRvG^>6`j#~8!EU~rhbD5n^sQIEoc(p(BqexYm
z`0N#5QRt+6PR7S_nBU~e(Tv?hFi7`dwAPC#-}O&gQcUPTpS|MCs>^rTE!~&mTnCJa
zb)(t38ysAD7%le9c}b}GyrL30PTU93RxN6QOB3C(CDe@OovAmfmv^__aVA&h$@*w}
z5NN-+4I$&8_f?K5&&2VD8du&3X}aL8<4%7%f_N!Vll^aT^d^G0V$?(YIF*5zcpI7g
zmWAS-SQDQPr|qMDumk%}NMqbP;)LgivBqxslj+#+7wDEFCZ6{+;xQ>}cJEgPhByP>
z8TH}rJm}@wWioNR78|y^6u8j63u)EkWqbSMU=GxJ^&iEkCIto7#vO_$I_w~<iXN;m
zlaF&?i{1nKFdxkEg0olD);OWdfBr~EpfyUGD)(u%S6tp1wWpL#mc8t%#QIlweEG0?
zxyMGo7Y6ioAGw5&a*R$v%ymbC#-pPk9*QfID~cmuawChpOeRu*>2P8wg4S_hcZ2ak
zum`<{JBt*=>{#v2m0#b#cW39yorMz=$Lvbb7|OYadsC^pcbKn&m{(G`M;tNWAwgSQ
zb*t0an@Zac2a1ZKPFo5wlD6+|-}`*;auiNyu634<yx~4lS9`6|&~LXRBa2MB=D=QY
zC+ynxjysDN!n^5C%$?COB?JL$ZI58(<xbe#ZLGT!`8hOru>U|*Vm*<0=5)^4!ux3i
zj!%v!qw3a`J@*mIh3`Uk<9A@((a!OP&x_K5-n-kY3+;b|&!O?X>st$LJi?du+T98I
z6MxU2ROJ_U8j7Gz+mfzOt_+;ba6JgCJH62{(zhaaMh=#k1AE$w#k}=ZVcgJb=QtV`
zMcqtUGjWn&WHCO8g=)>*Q08kOZLnkHZNnU7kJ4SaGuIs0)Aq?2Vemx^#`LzxcXFJw
zg&Yj=X+H?^tbn4Z(@uJ^F(V;n4(>0AImi4LIQq|lz2?3uZ{ezmYot5V7sj2VKc7u;
zvCYTsb70T0QuYpmZZ{Z1EQ`CY`<Tty!q42NbMKeqN&QB61Hl_;%g7_dT0kpl2h`XK
zr6C+16p$Ov-A3B+K1SrepF?m^2ya>?wux0Q<Bk9eSQt|V58XMg5Z=`kKI6o&3(M{4
zWNX-Ak~ypecbeuw|C3D83fw*OBmFRijNM+?u5L{qB6%jxIqt)f8|P26h}hv4&RG9B
z-hl<MW>S6y@y<w!l4GmPjWg}t&8FlknFrh+cY^WF(LtU!T|vxgcRo%K>49M%>&_y1
zQD)BNO@Gkp_<BAx2f0=OtZCOTHWs_k=Jl^UL|~(Kj)Qj*w3*c3;^x{~j<`jP$t>2)
z$-EUjpfD;q)^1*uA7t$yw?;d?`!WHy!!YDSm^l@Z4lc(a6u_FvM|Z}fgRwujLv}{)
z%e4sFw099(DX=Qo>K_D1tnE%nexzyV22RGPJAwU9h!xw*p@c7lH%%bLh+&>#?!%D_
zU)nuKm^pCuK!KNBVccm~XOpOhldHX;-*F$DqNttwLf*Ch7*x8`R2X-fD#aKlEb!b0
z8O4#Otw)2bFJyK=hrKsH(zL~h0U33<r4966*GJ<8E%HRXX$L;7QZAFF+&I&YdKwW0
z?id9zr>#bfAl#yZ;Q{OvbIejv)Q*FiOL?0cXEo*Ia%cM0SN$NYZr$F#S6`{u?$vW>
zN{S&)J99{KF89Wh!;VTk?69H>U`;y#N<y|rh&SiH`Q}BLI+tQ<nEW6I4Y_fqZH96j
zc6z~ef1Kmhm>;PNH|>lLw*ATO2%$pUC#4u-rw%~1d6Y+-lOL%IUtgIb%s_1;hh;+n
ztmhqek*mEhil&gMrpk%Yg|DxHNAv9KxpAglQ{-B?9z5h<-C48<T9@Jb`Sc*i&XE&i
zn)*PF#izsG!Qmu??DNy1e?QOtd=BiXZ)>ru-t;>sB$4gG-Z#e(6-Di`2krV0we9_K
z>Z>Rr4)48Uh+X)8cS`a<cOK4-(`7Tf_1P4P(i{_%AF0dQgLo-C_7V2TeK?AsO}%6Y
z#=Q-5+yg|3$TKK~@VboTUBA^rY%BLs$&b`!#q9;d&Mtz2?!p}|hZdnIY8Ou5n|9z2
z=RPpGak?Be_eT%%uxwtGE~kjk>zBv9P9DSk0$9_y3LD56Q7fujEfQKRh*j-K)8<gs
z==WijwHUsz;!N9jWQ78DJ4Mi@y_*y%2(2<5<3`@jv2cqaPGfIL4hbf6@JL>iE~9vL
zG#%6bbC6L4t;-l*n+9PBYnN7@U8ES|G?|Z_9Ok`wJnF-IFvs8&#OyMrpASPHlKnjA
zwIXQKM7oe>K`k0q;gK0U+#Zj@@BzYsxbH88ai<NdBx>)on>U8P9prT0D~LJGRDv5`
z@LUhoy^}#})bF*g+|Og`GY|T-NjHqft6QI6b)UN;XwwGQBxNU{z^Lxj6vUjyfF?mQ
zlAAk8g>k!A+@1C(z2kn4mserjX~$J_r1oH8jVNvI1634t+QlM9QZ5&+LU`9wBvd9b
zpWh%u$*r76vAOW4*<{;%M5|lJ$GFwFPvLwG<gT69Sbn|+(u6_Q(Sz2>edy-Ep1W!;
zuc|q)=N@kyu3*37K4|kbkY?R$oluZRcDnBL&Dlck?%iZcMR)q<Yalmg<We!tg`E$9
zjJESiXVj*oboY881$?9!mtu@0gbH$=2Kv0HWCrgc6e_N~#CKLCeit>~yor$I!-;og
zd^9>*@+b*n1)5H&Ecu~c>|F>5s(<MKnfLlt<p26mV0m5#lg|(W1+oR^b}qxKFe1vO
z=a5`Me%_^AVHcN|k;(FK+9IUO92ui%nMEU#u<Y-J%nBmOyr@MPe^jc8AETMn#wa_c
z*4)qccK1CB>)P?YKxeuLyGlmz7d?4ORx#|MF~?13KoRp15lZBVrrP1Ce;?CY6<EK*
zu#9nUBtVSM1i}|&o*zvo3KI&*LJW_G9nYU4CLh{l;a)j%N?bgM8Yo|Y#H1H?doq7L
z3?Qfdk+)9-0sDuH0*LV?1-n;q()at`ZZJ6<b;2bM36!t`0O@#uKmgu-+)GCEL-mv*
z21Bw+{a^BSVZVm5-F-P&m|DqVrKEUKQE(+QUQ_hkDRNR2<Uo&q6a|%G7hyOm$XjrZ
zh(d|MeQZH>BD`8GtAuzt5zV@VSp;l^42rrE53Umr3vxLgA15ocixzi+(h?wWg&zAR
zUTQ|3S!6huc|)kgW0c(0!k@&;3I-t2ri@~I2u9b2h@QqGf27^=QX*}n*?;NPX5(R`
zU2?UWM#u_BBI6Ebj@1?vry=dm6^kxlL{mr`%2>Tv$b+=kdaP#LYAfwR7ONVaaMRq5
zVwLRv{b^^o7y{#hCpbCHc6B@M8SemmSGkd=$$bT8!|mMx`Fw8OX;Yiwf1Rd0;T}wR
zm?6;tD@}fu<tUZ5RATOD#=SJ{j2*8x>uH@frm@;_g-ROZ#;V#}m2>pha3oIKz+%m^
zAs6c;M@QpZW|}Z7)}rY(o1@LRXKRkZwfUYt4nCV{+i7grB7e#>#V9lFpY>r&(@3%^
zaYOtx4q_GTo?&VGA+KioZ)J96*4ZlU9Kf2exJ6|)GwW%TIbv~d#e8l&nFAGbWXkNp
ztlLlKK;ae?chE_D2e84N@uW%PU|z%G^pf@(WR>)*L)zA282-n3IBoYdE1C`;&JD)B
zGSW_DMuQl6({mzi+>M&bxgl-bf!^+ikjB(nrO00(Z5z-k#195(Bd=APvA}nvFOp%U
zz1XedLqnRLyS8ztNPBZx+m2+>xvNHJ>D)9M^4zpnrj=$>+?u;_Ll~O7*U>zu*%C+-
z(^=Prv`tgiig_5M?aQ)??hBC0u{Oi~w3RL!Fpcb8`aWw9@6?WAw(c@oF$;4SLt)Jp
z+-0x~%k8vRm>jIQm9+~^nmKeDQ_3b1jF(e)xfJtamkFJ<0d^TY!&KL0@Z$EYE?i@p
z;-<cbl1x=ynlVjEUB=pG{pm7lhKZ)j2B4c$x~!U*?PFT+rHPYirI^+WRYTWer_H^r
z5I0(KsS~$JOJil(&aCm6OH1*ablSYgmUN@Nw3Ca3XX10yj?AS)5b4KE71K_P(gw<E
zn3YDQtY|TwN|T{vnK-2lz9Br*Y>?8(H0v0~LTSTdR*RYRxL1ss-K1?3W{ak2Oxi9M
zs~6d?%w-26wMnG2Q{NwtFOr^9Qjb;<bVW*>?S2osRPi`c6!6CsKoKboXG@_rtRfBr
zQc^07l~$KZX=zc^R8col50P<Yl|ri9OFr!>6PZ_4;B{7qNdrWsNM*!|ZbK`{lzg)q
z4_3}}ZjqikhIkLD8l+iHq^x2USrMz9fLUr91znMfNN5X_N06oBtkMQ1EzR^1<fZ#s
z0F>F%&nG=K`jP&KRGvL}4?@i&i2ANJj;hSip+)S#r8J^qq~nCrv>GW+qwy2ZkxN`u
ziRg%m>Y^-~w5aTsKTs}Y5sy&0-n(d6apxp`Z<YU@X;c<(U7qc{EV~RPB2yHL+R>CN
zh~DJE^sBz)(AU-YNr3Gyl-|HvC`}QfIg>SaXvxfshb$!x_1>1$Pe<b=%faVEjE$&2
zi~Se9wi?Z7l4R}QXv{Rsb+w=FR6j+M>p&9bsSZcwwsacNv?w_Htg)xnZG<;Eg3Ne^
z3SKPYA6d2=UT#X8BSzz;`#ZgES7449iI+v}84W2fK@x|_<Rqdgj&+YL9|TtQM_Fd5
zC*n(`^hW8m(l1KCS-M#2mo`eDl{QOvOJ9{<D7{>IrF5=TFa5CeQt4-<*Go4`&y?ON
zwMzF&|9Yub`nYta^n=pBSlTL)ok^wiV(Ej@TcvBIu=IXu2``nM(!UjN>Jk5zwk~HX
zUm|C(XbidCrbGB?cPf<Q8%b{Eo;WWtZwdrurWe>g4BAH^K)$?qq55^kr`S|!<sq{A
zqWm=edq$C_>ObAWJMApW&tR@j6PN}?;0p3(f~++wtrIeLBBT7|R?AL6ZKV7{z#wd3
z$(UYlGd<>^A0Af1Lw~JSPli3)34-G=_+>K0xlRvxN?;X}GGfnm@xGuWa>;1UAb;EC
ztE~Ji7+HSQP@Nu3`pLDQq4?>O6bjBBk4M<KQby$&7%p^1gXA_&hbOJ%(w8Q|;26>7
zg9^s=DCnmU`!pg<PLeS_jnqy-a`E$s2sI45+%F*+>>MJN1eN=};6XCXv(q8W&_Q!D
zh@6L{zfX&Tvq+yJ@;N;f@iz*~qM&*hs<});_BB73^gJ&}+?yh2qo6^)Lf+uJxPZ6{
z3$y^fGDiaHZR#?sR%J2%!s?A-Z}LTSWPNi6U^f_GsfhY-%oOXVwYO$UxBd2EbjZ|@
zb73<M%$lR%ccbdEc-%5hnm@2Wz~J!KXb;wT%6;qmb|?eJLP|){v_(JPnL%+Gdu-6Z
zJA&n$9P;m3fDl}rp32vNHX@=+FpZ<k;Irc?%CGzq=Vwtm+ki@TFB_O86vkec;b?d`
zK>l`tXSTD~5wJjwmo}+_2t?miF=c1FaAOis9}|%q2j<sj28opNqVDW`vKtNfvDb;l
zd6qA3jfQ;|G%RtTaKM9>NSle-rtXBnv@>EyUtiA0EVZBA4disp^3`Wk3i99W;q4_T
znWgn^0C`H-yDz!swV45l(gM!5um=;*{@!7)t60hcgJ=rjp?>k4op3I15ky)@P)E?&
z5!gpqUr}+EQ*>SCY$;q&lpFA?QNPK~QcoPJ&rNb3D}6OYP=-mI9Z}qz!w!XWuaRNs
zhZ?>7W@t_O<0XP^A5f8GjCYga%#=OvB?873k;xPqo2JGvF>|s=@pd7xQM=9B2Z`{8
zKuNHTKJ|CEtJ~W*_V;Jk3+(uK(LLb68BIWF3`r2!-pCq26l$DIg?D^pF_vYoXf&cs
z%ZjAeid)FdmPH0}vt^Mzo3`+Uxh;`OBuEa>#@Nt$Z?PB8mw1oe31IH5=-0M(1D@~E
zVgNKAFn}QPXkmwxGMx9Lu`s}J!9?H@n1bsuA(I+T;wl5<tr30-;xwK&VAQrL$<tWW
z0Mz%iB&ygBB*$1=+A<#`f+Bz^4hI3O?*(1jDJX)1OkPcuM!05rQq{f-Oxi{(^=Y~S
zReN_v#mMX=$<_KK%V(9H8fQtMn5NQ#W>&?fby}h^m0gy0?oeor==Egjj-g(%(6Nt8
z2JM?u<vwm{CZ<BtxIrp27|-iRO|2;j!w$690y@o#+0ot@66mtuAr4b+quM)5g6u@^
zENyyasjh~x;J*r|ki##0bso@0U1ES@=3XR>(-yD}5SPelqo#vtQa8(pP)j5~3)M^5
zLNNj9LNaZV^_G;ROj}}FITC^yAqy-cryFBhhDB(E#MD{l1qKsx-B@Vc_ge_@C~Div
zDFdf0w+y=Ny=Ccyexk8-f)!tp=@^XqNL<3iIMvUj9QH@irkthM(&o(|R8wPV^AZDj
z*c+*l(~c`9R7^>wtw9q`OTMDLR7@D-mzWX_;WiG<B*y2%K_+nmM*aCSAWnpgjeQJp
z;;WShcvV%#lW=rA2|uoU+FX^Fk4GkHd{GeMBx!V)6fREs_q9p%G9-4{;<ncPWVzIt
z3C<TO^1kO;dF5c#M{LJrG|zFc!zsiz$xttGs9#dHq;|UOSj@iq^CBciP}B{1JQLb5
zP4U=kMmg<Z-!eg&>Z$zlXJE4dr?8K)**vlxMYiU?S&+kXGB?YKl7C4;izpbxdw68B
z=L=EU6TW<+Q<E&i{>oRbJ6~oiVe)bAv*6C_Fsz^D+vjA-6Rv&2wFcMb-%Yc*)@T4f
zq+*HqlPM4I%-mOrKUv9R%%8OPGa7Zh*e%i5H<ezDfy5PKZ$uTVyr1k}QTcmXsT7{X
zZ0p~$fas#2x2@%xEa(RofLURXjgpu&$kvi!c<xzRvPFuvQ8X)8`mP0=DOj?#XESHE
z5pKwrY@LtEj((_7qdCsw>pqg19!UYfdkJ8(p84OmLmFy_ghu0fhXk;=;z1t<DPb}6
zq&i6wAZ}5t&z*vqG40ivRzm3lE?Y}+D`{IxvsTf1-(^dXJjKOEwg%&-+#hN)lHk@8
zB64(O_Vqzl1;cMD6WWl!|0oN0<QJ6*8mVJ4X~57$ajec~(Ew;ItW+j)!>=im>d24j
zU5ySyj1TW`V?q)E<4%tH&S7AL-a^+{BqEGEG3x8yKnQ)Y>9nYCYX+opQq+0Xka%fA
zIi2lI7{iuar{4sNiRF?3W47Y@$e9>T+wga^Ig7zXw&3q40zuvxk1?okUt9~%BGg1~
zm-?7!0CDZ6-UAH`Vq!C~Q9^qWTk42n3Q!~Dh|U`^xLAl0eNDt5<Gs+wHwGFlcYQ~T
z0om2B`ihTLFeXtPUtZVdZzd#&r7+TXS_&hTr#|w`u{rKFJ_8V6-}?K9VPGo8$Y4lc
zVyxWa{yu{v=3K6y>=+Isg{6L^V5PG<K7A)(ATw^_`XqA*i(9xplnh8WozOAxI3bqo
z&N?9+D9&yA_8{~rRjX@`z6K?r#T7?q^o#&2Kh}6GOPe9s688>y@la31mtP&TVJUPl
zL~q}OoL`!#=8%45n$kL$$!1?h9qd@sq=Q+4bs;ftkxg8(j4{K8Rr06g*LQH$RNA}c
zYY^IBg~4#R{F5pP@CCGTF_N|AUuA=O<JR8(*3FyZ`MJASwsv-}R0k5lx$WC`esTB4
zwd>Maro4T9>(;d^djL5t<pQrBa?A6oFypO`#xnTi85Uzv(kxp~sUSg4Ez586uUe_n
zeEd>3Xf$eTEA{3|b7Q664g7X(Em*6qb~am^fxpq{2Ej(F+3g11^;)B`wz|IQ*MsIp
zXJggxw3{uNL-<lH@Hbn2quyStH#@a<d$Z=ZfT-1JG*^T6TCf>xv|G*f8tSjE*EZJc
z-DXg4c31pheZA3Hm7X-0R{XX0dH|Sqr`D>ibysTLweDKYZ#4W)$6pVcYiq6cN_VBT
z(yXnue19XTuh+V(ZO~Q=>NPp$m)2^i+N`xUSDGueT5GM|ZZ^?@^=7N)2b=i2zS8lV
zn~i$CR%`h6)uz9)+1*%KZ#O~NX1yjx>{2UOUt3#ibQ|sUmS5|%g8Jr0$KR-RYoKps
zt-aZ4Y<4;uL8soVHQSr5PN!R2tFN{FjrK|-Sly6#P#&x{yNy<}QS<$vw%Ta4HbBRw
z-)uKGTAkI}deB<K$gQqybXS_IjZVA0vcA5y-VNHpT3wFMX~_oF<<DX08ZP&P(Q>uz
zxBULH^j%m^W~JGXq(q<hr+@xm`Ah%D=l{U}8-McE|NN6b`n|vSyMOck-~Y*5->LrB
zpI^N7@BLq={zuV?gg;NI0HXC-qC!~c2g?VC?aF4gwo<KC>KH*uYPHi6I3E`rr|0R5
zT+6%KFnkHC?d7{ch}5|4!{x1=tvmb6`!LoTjqg&nvE>fTXe&dcY?_?(13508mNsHy
zgq~2AW6Z=VY2DwZl~MTuD}@D$tyk;iGI{2C;&ai1&Z;cR*|UpYtyWzxBXwhN0E>Bg
zcF|jCkk<0v$#8TW_Ck&uZf^?;YFpk3!uGhw45L8w!eiUA@rnL%4s}~DZ;y^o#>DSY
z?TelsrdSJhT)qikzhS7Rh>z0cy`4&<vfcOLrX?XN<lZAN0^N=6E4TKpl=mhw_O5D-
zjfDz-T;7@@*6vu9@&<Hj%GXB&_zfLM<QyV1)N%Rp^q?{hj&YY}bL&`5L`W|0!hwoA
zQ7O{QL9&E=Mw7jMr$Tl(TBW@ne1d{9IXhO^iAFC=JMxs7t0H-tNA)gx;(W8@sguo;
zr_MC^s!lWIGM%R2Mn`6_vdxR$wd>m-f6TZ4a=F|054_nx+hxz|MBIDPWAWhvL|4W#
z;Z>&OrzUH9h|kTcbbTbXpr)`$;r|lg;lLkG5mA{x+#gSaaydkfqISUMChU>Vn0FZX
z9l(0t1VeX`0ec?8O|xhHk&G<Oo@K_UE|(E0doUV${7)r>Qy7R130Ws#Bvz0K=wJ$#
zx+p_SQ*>_vpm*blty#`A7d_^hNJT9+xt)NrD^TG@uLZ|F?~{+c)oN|CTK7Kq!28Hs
zBhV4zP>(Bc@ZyHR;YI8z!-G5i1j5-NBLqOP&-R@=RCV?P%aIW7USLOZT2H7=+?7_$
z`%PXl%x*LZ3zp^mU~71Sr5&ciP<zDZWFcrLdxzm-vbNDU4Fo3L0Bxs%;POlE*cpvs
zl5y{*R|R5w+tFzkZfP*hnad7-wI4j}p@-yUkJ(H>Dxs7}HUZgm$nqKa{T;?bxI87&
zd2MTFKcO`?TyW+=FaaTzVIz&s+nc?C-KW=vbB9ln(-UBXFd6)j071N!#Xa0diL@s6
zR+u=Ik-;n#iN%uUiB1K${ssNcooUj7xfL8B7{mSGCLH$0*lp~Mk}*0$NOpn_6YpdJ
z!LtZiuy#g#>zP@M5jG*=vE#eLua6jddix~7fareEC$cD*LJ}0)Gp-@GYtqt}j2v{L
zog$%4fQG%#rlU#HxZm}MM|GN=1O!xmE3KRj-<Nm`ZYLAG*G72%4q<^&H)8YSl5g)k
z4iCeQ-$!oFbQULrc=BMq&Yf=U$e3twPnh5(fPf_Et*~5pl#gVntNx&eh$abiQ`dN`
z5TpsPBl#TOfNePBq4OEr#uxD3Rc{VL*6Vt7qPT!p6}@~ms~gqYhoY6)7Z1_0)uI;&
z+kC>Z1qBe`GAMBvuRwbL#k}#$IPtZ{{`dr#KnOTIS|%4~Ub+O-Wrv0fv*!%nB;I@#
zQU~EZhvs&6Zg1~j+1n>VvtHM;ujI(JpZXd5EP2eS-(EuQ{4scpF77B*_DYWxEqReA
zz7-#x4GgD#E7Xh=z8y;W^IMCBNYP#<{qn7)(j(tm$b9i*-NuNlRGZZeYXvyxTc2~c
z{DdOrkZ&#Hw!zjSIN@8L$KCG}fF9a*_a%>9?(H=|igdP501$5W*3zkPuty<ofg_4+
zF`z^wNN<9pH4ai$NItDKWuZ)^kPaj=groyq!DS$@oyV3GDOIL1N=F0rH;%IQx2}eX
zUT*1#cKwr<ebiOw@3P(4w=<W5f(9wQCGwC>hv4t@bQty;NeAHxOVVLf_7W#BmCD2g
z8jj}3SB%}%1z2c0T|kBFr3<JTiQJ{eExMNY{amz5KSLM%kqXiU8poW245s80$nvMS
zV6++4WYnWg#{ndLZy2?wEX@@018p<aD-V4VM}$?IC6~Q9HyoOo*BofL4cHtAl!4eB
zI8>gNd2mSA_q;e_wg=ptVooH|)?!XHN;N(w9$0D2i6LgfF()>|z9Tm-<?UXuCM-h=
z*5sLD3RZ^AN#2?}L4V@Ilea3r<VB!~U&886Z*+`wvyjatY_-YzPRvpxFB!bLZVgfl
z!}bWa#)#yxHS9n_g(G6p!78~Y=9`kjIQH5JyS_UTEhA0dj>YIvCa`njF>=++iHj$$
znG*?PfjMy$e$~VVSwtM1lNy!mW==dt=9_tOA@OScMtB3E^ymPRbcA>2Y#h)>!-I@N
zqBAxm$jRG3W@M&i%PCY}S?m?69m}Ir42MXnQ>e0*VW&`i-QKVe0xkDWq58_CvQTYq
z>R7C5@L&RQT<-myab0wSDOg`i-cyMB$V9VPb=`im5Qdbick-Gy?92<VJQIsBl+W7<
z1BtStp9@Q5Vm}v}FLv`**R02JL%BX0CrBHTCq}~nJN7x+FMKP}D8P$FSisLg2+ZU2
z*0zZSs@!#EA*hO-C#_Urm={7)fy<wj9!MbJuCox5fQo#17J`dA`YZ%h0e+H>lv-+|
zyrf7J(igL6edefHyfS%l7OgGPAr-DZI)K61?ud+=V)_sKgmgP)Qxgenc6g$sqSdAM
zY0>(WLaAt7?$%ngwo0y46ai&gDq1(5cBv>H!*RDL63wf(FpBB8lV7AD7qCjzRJ3{F
zaa^?eZHPn;rcmJ*o==g{sVD)4KXhRvh-Z5=En1r;ekxj7x?$(7FMWYUN~prsSsdx2
zwUvi)Q3T2-x+nt8VY(=a!s0JE1$5!a&Hl17)3J&WfQ5Sy`KRYa!L^}b%-O9d7Tpsr
zFAgqT<-zW&G8N91`}xI5hM=EZit|!pBH;eU^Wl)r$n#;5p33uK5pK+LB7s5Bd>C{G
zXkg+tP10h5>~59LpQn$qw<hc=sz!>b3{ZH-sC-inps=@N$)_AZiDU;bGP865V<I#M
zxF}(j1F-ZHb^vAhs$AiCh+`M%lR;|)<GU<Sp0o;ATjUILgQXpn%+=x_%~FL-e8;1H
zmF(pbc5KB_0+dC+$-=5KVL1cx!074VTn3vCBeGvP0l}ir6|U|I$Z~FF13Qc&1T|#-
zEwXW?qm;0S2J8l?q5?aDi=<s{&=gD98PaZNs5U#<GnU)S4XH@<<pwOWez^g&=*DiK
zztKpCQ%Sveaxhn5BU6}TB?n&PA+2N%v2?r~mU-#4Cs}(D2Ts-X$qj~svQ%R(1Y|B=
zjt?=BcoH%foGc?5_aLgU&|jYL&PL_9(J$V}v#vIA(_H`w^K9X2Lz)m{KfdU}*<#Yh
z_E!lfo!+QYtCCBOVUA1{U?V&m(HDTZje#>Pc-!BI)oqdyEiThYOl6%qa+)+olKp@^
zD@DgmE)j8YQvg^*+?4Vt7A}Ae!-{b1LY@iuM_rU0!`KG^1Gq3%xSu5>PyrzP9g1g<
zd7Nzp->KkoR(e$2fOrZfH)x)Z$qhF7EHOib$kdd9m&@oy+9pR>nZwBy97ew~p;L}3
zJiC))1(tEc4OY+l<XS@}fpUWv8KK;OS$Zf((1-1Sdn&lW!)BJnaG}IeZZ&uoDK}Uc
zLIe*TL3w^DH{g`hWyIrxZ4)iLXCT?7MW&&0BSht-as%fIJxUMb2(M?Wa;x$gQdc=b
zMtQ8<DyXDZZs1Aw?la@ArMq&({7aSl%CQ2=TImRzpd_6kn^I)Cp-i?5m_f>NNn~JE
znY1$CoDHZoD&je|+?z-@HnTRNf?#H};%;#qH502N@^a;CDAg)Cv8i-*e{wZ4dCJ-s
zV!cXIRVOy$VwRj(*^n(}jik)$<q9YAe>s5Tl|`mT4v;)Em;)fC3CjXYx1!btjRPhb
zP0s)(nK?&*!mmZ87R#X2u;Q7?GnS`vig89nozWcpgjoi%Jgwk*s-+{#Q!_<ymp~s&
zRF<cS$agtUEtbM8PX+dd$Xfi;ok&k^memNvQr-UOL0E;RD06qwEco=aXBllsb#Agf
zMKl=^Y@+$ZEU*?3+mV!1^Mu(3vNYkdHPSTCv(Pf5nj`f*{Iw&nmTS$iMyl2}B3>%_
z*e2j|r<4`6lx!Ik$r>s@n<G3WYjXrm)^E=CRHboq#0~W)<#fvdoi56qrHEQcl+fD2
zMe4U4L?uf~?JXpTORc~v)VCu&$zBh$=!N>%5i@Mnvi4WWjy$WJBVMPSTVl?0f>L!T
zovtG>A`@LEw3e1G12&&#JDMb;r-_Q}M0l3HE`v0)iBvUpQacpKI#(-3n;A7{Gv39;
z)llillv@l}TyAX>TW80dunC%_1U6F!nji&@D5as~@=!Av7MJf@1mrBpS0ti`Z6cv~
z#Qi-Uv#<?IEM6ax=H77`-3yf<*%jo@(_@zVXJP$ih-NhjqQk7zy{~-I@Glc}GeY&A
zs$vFVn_DG2q_JW@K!FPz$F(n6$`?o7i@WM2Ehb57)DeB8^#LNo+ee@SVIhp!w8k3~
z(Lk)T&88w%ufZTP6&nmHU9%B2rRUJGQmlc>i$JOow*@}=l3@i-yk%IRv#uGIDyjDj
z3w(;{vIRQZ%GXjU>n>xdl6IM~fM;8++A1Ymsal{@uP7S4vxGCDPF6?=d$p7h5cUe`
zqEUODblIp@N1hXTwxFzaC!x~~M=j`a0%%Xia6)R^C2y80$#*XcaJn_Er9zhVtffk(
zy{e^7x|y(6A;AYoB*Dp=7i;YlKdY>UQ$%-JRg?Uvvg#!XqqFK^R+9Xr9I7VzMP=1Z
z@q@~$n&kJS)ib1`X#w<>^h`BIt#n_|q_!YUWnn3^7|v)a-PbdzDQGj(0y!mBOYr5?
zz>Qm0;^i^1LW<RMVx83MV`8mTtLDU7X;#e1m6EQii8W$Y%I5KrPODl?Oy#JX9`ef$
zov!S%*U9i@O{kQhmertR%CVHdM9Gy>Res6UoQEMsqr;vVtKp)-OQzFUSy@{|lr_o`
zGD+v9)5Eo6NlGsblEoBAkAx71cHS`=?o@N~IO@!p5b+8!AywAUF;Y@OHpKC2IvOX`
z89@=^==U;%AjE4V8#ic>jscBkYB;Z}9KJwWBeGVe?~hg|SBNOBUa}<h6i>x_>XgjZ
z5@k-2IYLgu$W%OiTT2&G#pCJmGE}aV0Ym_tC4<!CBbg6qc@`c3%RIootV-}A<x13e
z!Ec*-gFM%aJ*^9bk`>CHQ3+b@)%EpNnMLR0!U(84g6cVtAg*kz>pyj+D5|=U_P1Qy
zof*nyP!c>0Bu~ixT$u~ua&Oq~PdkCY_G`tFg$Q*j(Ma01=R~)R@XZ3(+^CQgLZG_7
z0IHS`CxiYY!Z!z>1rs)2=B^`uJ$33iIWbRH`=bN-{ORcVsmiHWO&FQuOg^Q*r%R=$
zOE1JSi|YW%-^Iqr0NxZ}<tTtQ;eH8w=TnllQt9o_+DF@m?W0P)T3f490;%T8O1rhu
zkb6t%42!T$+0UOTJ*(#;e1#QMR;p{&_3BEczOo{-XrT_p-lpbGqZZ$-89A@gbF_sJ
z+?6_Vjs-zOrW7l&lzXMpnbPa1pl$81wBQ$3S*_MrK;KGb!{3lu(Mm5<kr9)dXJkLE
z*Z)B)<RIZ>JUk#D1T?==@w=;Qt@ZUyIhy6jd4MQp6A+ElTTv-`T*GJqMF%;~RQ1TY
zfT}-B&!g(EMy05Z4IEWv&6j6FhEvVwO9y%<-eW+A;bA2_T&vZIh8kkLQ%9Qh&2FQy
zA(wLLtdP{xP&@-n+EBhGiZBQ?*(;Ux)u`S%SotHEKC-t^&8JJ}N>4`}ctaJUZUX`8
z8<j?9P4!--IOL5Q<NvzU4zN~<;`RE98ul~TcQ0S19-l>v`jGYU9Q{OW@=CM4?l=5~
z%=T6~4WA0)uBR!TSVZKDcns!h5Er*M)OPvIG4qol(x_i&qYAI`5)ek6YE~#^oSYV!
zl98&NExo1><Lg4DfqG3!6thy<Z2IaIC^9wjK{V)lbv*10*!a~dD}JlK<~I~8pGE|9
z>dUj})|rUH*YKD)1}wW;L6ufxwV}rDrFe978k0AHM4R#-#9?UlVG=;}YPYMJf10wP
zP<56mE^7Zf^qe*ajA>8{R^{lhOpw&Y7f?r=f|p3iLgR^6DxF%iKAxYjc$(bhn`)e;
zrlN-4*2~$nQ<Jq$cTF~V4iTM#%6%kHpz6<{y4LP%lX2z#1JqkXt+myawawb5+QOcl
zig@jOE?+b%4v+g2K9LRVEvrah*i}<0_fUszQc{_+D@u^GO;Ez5Y<d#JabJ_*nLC&S
zOxvp@OpfhHR!QA^Bv8gSBf-+Q6bbce$_^r761EIkoVGzonDpI1LZz*J36r|mC6MES
zmf%SXSe7R)SP785FePN_8dN}O>rDbB{FTcw^U#vK2vgQx@{)5~X;}*_WnH;1r?gd+
zzIamCOv+NRuaK05k-8pImO&c#yD@zNuP3p1CTFKH^lLUgmanrn!}f5}ZR2%BN2QfY
zdlTt?{Y`n~%P3adFVU4l<P}3$?QRc;yi@FGCX4X$WuNz$Q~BkSNx(%k)ytIIE*Mw$
zw5kHuv3Ylt-{BtZg<DFf|1Lwjj{`{crvKH+0=kp~BOfa{%rEwk9pwNS07Ka7^ySG?
zma20|64)6r^0tXQCGUU|+gXumQ`C`vegqArci$g+JH6jN@;<s>?ci?}7obZA@Wbs_
z;jsOQfPG#EmG#A6Iysea(mqRn`PXx}bBV9d(Zz+HmeD8h7XNyhPUigUnds|T;1Ew0
zhH~jSI+rm7bc2$g3zXb5G!s37baaP$v8?mAtit|65a3o%B>5DT=^m`kz)P+;s>n~N
zwO)Z|e+xk>Jfs{QBf~H_pyN$L%90t;>kUT}773eIJafcXO|<IX^Ke<X-$U|EB-;!;
zM2`YamKD=GA3>e3deIL76e71(Q1-{I9*)LHsR<(5J<7A|Vbr`3>8JxQ=weTxy`k#u
z9|k8>W0u_VM<TUqFswf49rci^t>;q$^kw?B95sATcE;AhPpV}!!4j1PDgg<`10C}b
zEkIG?U21z5FM8+6b^t5p{3S-N&r)kvYAXl{aE$bC!%6v4AmPqms(M>Sn|zdzxDNvl
zaAfD4jA;DI=V4nVaxR`1<8;xxbiO+t4P=8}+xv-!hR*-iZ=LsoOI2hfMtVHd_9q@@
z52N-VIFE7SQ;7vdq@Je+)I_tXl7!L^WCi6j7h*z!;rWR-8BhB(-ZQgP^=^2yTVRfW
zvW<KQ$a4!6e9lK*19ur9YNSvNL)o1oZw}33KY(xp)YGVwr@iM#iR?V!(b>m?7d}w6
zs8`@p>=dj;e|!*32=>@VhGyiGw9qR%MiC!~w`nLbWgaZS##72R>+v7}jKe&?gEc!r
zp4G5S5nRL|o|g%o&U;;C{$*KZi4|$gFP6(c!R*GV9UwAO#J+5(SXNXdI;wgSouX|R
zfDYC{q=Kd7sQ^=}@%;Pey$6TA_Mvx39mk*}`QnsKdElKtXm`%j5YT{}$0Q=NBxD@t
zi7U(JJHe28&7NSWe=<X6=ywCpKfv&Z6GaULtMCq|m{-XoVU==N<0nhSbFqA>7SvYc
zhq1Zr64t|mUcc`_DAM<)#~w09inUCux;^&8L+=FXbj#Q_4v^o|*ccul+c}n7NbN#Y
z6Lc`RpM3HOn8ojS@9Ay6M~y}+y9{xaMiHBmemFuz35*KgN~R$tWX3>YfHAX_V0U&&
zh9G{X?-=s(CC<f2_;fzJ<X!0Zj*y9$Evyec49unT<l)5>h<f?XXo_@+n4YnBo)>;t
zW~1ZxANVIB@pB6qIgsiT$@v(q6VB2UYNRUm>Zj?Lpf-N~rTh@di0`xAQkK;5ewD9S
zdbP37+-IEJCklEqiN+t7Ka!r);kYeml5g%;kXyPcHddsi8XWub4S9ye@`!gqy>#OR
zr%P{?HcDT{A3x&Xa+=Sul+U8EH<3Pjh{P^qWbLEnUE$`}p(y@d<;y`Yq}`I2Vox~=
z`h809C(nKJQe74Zn8f?+Sq%0Wc90^rJOcq9KJ3{`T0?S@O3y%LhvNX%I>pX$r%>w@
z4s6j!!D=#X4*wi#oM!M4f~ijgABm|s{8?arioxRqs6Gl_ikb=dDUg1qM8uH1H2Nsu
zXEBn8lpfUy`W1SI(uo_Y6y%hh91cQWkM2K25))LaW>hQZj>o-0kFp5!9?(ISkC0N&
zpppWg5usA8)1~i-TBl2It0uHsOj`O3r-!7_yw~g?&+9Y%Ad(ay(MPo!J+gn3fVj|x
zlS-&xte%Q!N8Pgo0HbtS!H(|he=6z0K!tM0n4uzZvzUQ=#1AC3#x^l;o08o${hMH|
zh$UphT=&IRwBD>L7Hd8kKwIc3KoKLQ0S#~@X&(mdBLJD)rsz4t0#UJYEO|ijk1BtT
zl~-7_Db|#A_jrjzMKPx`K|`H3c0pCcrP^j|lVMV2_@avShxA<*ywrlFHneNWYwcME
z@fa_*GmOA^2j%a_Znd4R+*S%>No2vlaz(KhYVzElYvV-{jB$l#FeK5CAISzKO+=H7
zNY;{nPsy{WM01Yc`|$3PAoA~NU}c|I4|z)YsyJZKg<KS!VfS^3OFS&4RFEL2mgP73
zSIxTY?4@qdXw=qL>dlqr#!9^#`0d(SuvS~`Ktvh%8;x!dY_yu)ZqQw?H5zNH>zjT(
zXl`^iR{c)9*^(MV+;IHOmfxti*Xqqqt=-<N`7I!7bsEjppuHAs1{>{GbG?T8tLwFm
z^?J7%)SKNEKUiOHbXMimUt00k+Uo&e+MQafw$@##b=SIUH6PXiosPdAG}qQz?Un9I
zYo%FRYx(|0P+zZgSKFYi7SwA}rg~|uhN{h4YjdT!QmeJr>g{F|9awL+pwipK-*sr~
zo12Y#y;f`Z_0^`ovf15OS#LK%*=AiT3oo^T^|iINMz_&kZ~3)OE2wX7bo`B4w+8xF
z*4mq$#%8Cp5p?R!TC=^`>U6rbwfb7y-)OHif>o)bzJ&5%wb^a7nvI(82es8kgVf6y
zj%K^L(dw+$)`Qj>Ms9Uwqr1{vZFJi0mG$+t^={A(*6MP6PD?hZ&f3*L1aw4K@#SPz
z(%6~yI@0P#7ZC5&zq|ck{)hk32miw_|Bbu<?7e^b*WWtR-TOcP)Bo<j`A2`h@w5N^
z-SJz0D7nb~H#&jUXKAxrunCH*ot8lPxZohgH~$pqi>$h<4a1kXsxRM#;K(1h50|%g
zw(jgN?;~u>XnePKa5!1+Adhxs7(75g$9}LZ#--CDvqaOb@Cju(#!M`hmn%bm00D&g
ziQesH3O<b2fB_+tHJa!kDz2AdxHLKrdtvm<^KuD@%MbzM{lj7nUW6s`q6NjCO&FP5
zRP1?+5*B+TkzSy<*z*brj6Fz}@{5c;uZk&JsN9(5XOWU)L=(uA9rJF`JS<9pZ09l|
z8_z95MvPcjAu{jELM6!_i8>c1O9rEv(qu_-T=HE|qzwMo1-!+C${uN>T*S(pcsJRy
z=f$MUvgcb16)|G~7A9o&xDeh+%v>%Xjt0Ro4qE!&@2XTRx26Y>MIXZ(EqZsjRu)>#
zGEyku=wP((UEbSi$bt%)SW4=I`nc>*Cx@f4e9B*ix?;FYd%^_&4>TYhAVJAoZu^kT
z!Aw*~O)_|N6*dPIlFdg&drV=DIxW9nF<-l%d<+x6l`{1EV_!y^rjB5o)b*)M0wf4(
zN$o&yO~|9Yk3Zgk-6e}Z_!s^H`?XPBCEp(Ls|I^X^%K^aRhHm@6>h?gaziUyHGVa#
zO|48v%AG&7Lb3oZmqmDNn%=NSmb2a=G%)~+#sE5H{O*r1Xzak@I`yQCE|<G~|A1)|
zBijRD(@zrK=g>`(7DviUxrG8We(Y|5#~43ohoIPz5C?-}hNSCH`x8D>SN%Rx<AI%8
zq-sVfDYl?VB&qk5W(1Eso~0$##v}sUQ-YM}S(+(F8DK`haNgvs{(+%m%7>^5ScpeN
z6og)e()Er%!ChaZD%-)W|9(JBx)1IoAv8m?PZ~}r)h350gpAJKBX&TOOO@#jP-4W7
z;gsPa^s{_fMgM;C@oIIA|NP(s?;}{P^XwW+9v9n3ko4`7k5^zH)U2*}9zm~EHyK#~
zh9M8$Or(QT9|8tzZ&d37xYiKRk<?xRGt@v_tx433?cu~KOu!>Ze4~}PivI*1Fl!c=
zrN~}~P6U?x6-n$lW;$34GO*wUW+kTAP*V?Sy{h5B?m)#*QwA`*!M0No!V-G=$;ViO
zpc&vacrZ9-n*f7;I3WoALsXM#xawkq?H7bZ)h8b4VV$6@3*ZH`0BSyDB$y1qr=I4z
zwnmj$HCn3|<QVW($m_=02MZCIu6msc-xR4{B}66%%ytMSAcO%e#{zhDBPC9l!epU>
zL(_JEw)BpFw81Io3sPHM9z{>2iMY<SV)2UFh*c`IEn$UF|3Vx<VJ*?ZQlmrSaSu4i
zl7(rLvBoPK^d_JVqnfrw_WhPFAEVnb`+sE_di;an-Z=Q>6bmI>Zqzq<Kw4uBCusV-
z6cr!!$czv~J0vutc%B}EiM^^S;S?f9@T;M>LEY$$K)s}oB|Ma^X+nki^s=rP*H0?o
z@rcstDzvYmMOt@!(~>{brX(Ijo<#&rAF(Foo~PZosT9%0lmMT8(}&ijTIH19f<G4j
z^1TMTm}pVcD<}wTiAHIpPay2^Qk?=Sm86oNL%GZ(=oH!?rU#}v08JF0LWT<nX6KNV
z6rRM}M7+5(v60}fCiZm+CM81V%?29|65_cwH$o!#tKv`V?q->4rR(k!X-A{^*3OM8
za+8&!*a9B53#8(jCh4rEx-2J*josV!(*>Z7`P{lY@Fq}d^Sr$=FP#jj=6|~&gpn8S
zt%Xsj`{F(ttaJ0_x5_V98tN2qcNJy;q{ul3gCC_DDwSU4FKRd(Y~Tb9_s~w{$*$Q3
zP|dH;u~k|Jkr_cAM^t4fWU2TDTwq&$`0H{1)%t2{6Z$t_?ur(xA#TI~3wNnVE0w-C
zoE*Tg=m7V=K?qzc@U3jNgUywezb-LFc0^ROOqLK4f;W!GgUNl2Hsk_u@2GX46zoLK
zlru&}U!Py5<gQY(H<RpPD$_`yET<+3S4#12QZQ-GOA07sh9#WK97@=X>5^b>PDT>C
zl;CZo$`iiG8A_g@l*ODi9VxSrHu&jd?l9EpBkVS?@$r<)?adG#x`T&UZRDg~t86sd
zo6V;3EY2uavmntu3v|87p!bm0HTi=}?XCR##@-1;W`pWo7-WwI)ja~=C2;X^Y%m?o
zTlPj8Qte+VIX07xh?6b5{~Z!=!N8Sdd%cIjSaeDjt6ee??gdf9GLD4gwkTGJ65N^I
zyWI~CylYU2K?di2G{Udy0snOgUMbaXPkJ*+gz|5e2a|ASa`IqO-cE)G6E`O+bKiE^
zZ0v7ElTsW`TjYKPGYn=b40F|G$z&;hNk4JJ5c5iU?J6$G9%IT0$uYe<cW+(ev^~9Z
zhdf7wXeO?Dg#cKxvJfD*U{>E7mdn?sC*Do?8B7BBoGf`iA6Jn@c{DxnZU+7m(;#mj
zj{kr5-tR|_BU=;87D<t8i4-MK(v@aLs+qYv8tE#lx|_{za_-f5D2i9ZYf{4@so~yV
ztIev)?#j#Rs#0c_*gduZKN$uL*e?dW*nRUKu#X1TFubt+?1f<)HekShF#Kr45BI^w
zJ{Ud`87K3ctjwy4W;dA?b6P*DqB1h_<T>A$kr^3rKA5fmZwgw!hJ_Bp@wne^f#~OU
zdtF<jPd2k=q6OHpw9aO|L~B2UR}5;21+0>|J8C^psm5Um5{!1OgHdYiTD8@>b^AVS
zR%5n$Y$zDEZjaSGZFmrebqS-^Z@Pa6YaUv^iPd_iu)hxNs5e=9(Mraqq;(Gley3_m
zOzUSYNCpb;O>|pH>*v4u&4WkxU>VBh_9w8|==S~3)*<0o>n~xJ#%Has|MIieH;-<8
z*4n;)&EMYLYPY`p&D~#Q%cj(#wf;EL%cWrSb#rt3dS`0~rWoD4*3Le!|1w*nGYKZJ
zASN4|@9I@iFueoTcfhL>HGR3&LHBp`BAE;#+H0Nlxo!g&!O|sI;R7QZFt)S@0Qg1g
zW@~2~hG$ZEtE^fN)2P>hfmb-;;rbX1G3TvJ$|@!php-PTU5GJi=@1Mh0T}dX9E^vz
zR1VgD5W~_RwYUu;53TA-Ej_#i?))->A;1_GnCf*jk756BHa69A5@=1o@hO&wjYqIh
zDqC!&Vhsy~VC?P_jVopT1jgfGkzKa9C+Nd~9t<yP5B(&B_eDqj;OHl6RTB&zO?v~i
z_~kyxxQ4CUK|CB6?uBJBuzn^3Ui5o_M;`|J!G5(;2v`9NR|WtjSnHxz5@klhU?i+%
z0%rgyVSyB!<#ZUtpS8fMZ@*0j<LR)kmiOhWs?^e^ELRKQZUPIA)Vh@<ge<=i3|o=a
zS;@EGeg;EHy#UNEybe`iuoA$W=oML%C@>rh!<cG<0Qh07R{Hg$o`%Ny&y~;MO08Z6
z>`g~{?ORq8mWM^)Sr|-))jDB6W2%ncv<C-C;DtwPJWXLGRI;8-)j~nlI;<7S-+F8A
zsS#_S9IQfuScjkBOvcL@r9OkTSgISus~=qA^R8mK4s+QK3fj$E#-o`}{QYhJ%SR9H
z-F<xj?mztY?$>u8e|!6LoVHimW9cF`ec_Rb<AOc0{#!lZUgE2uhcMz0rR`qLp6DgA
zx@H}QlYKP|p0B3CN>|h?s`eMqG+%A=gX-G_SenC@tZEa;b4ra#FX(6V)rn54M^9yI
zXP|Try6J3*hgmvf&JK^B=R?YtYb;o#vdA?$uM<?dV3zu+RYQD|{A+izMSw|@XNs!}
zJ}!8gIc2v2gmcBu{Tgz+rWq*IGN)_}55`wHB}dSLY32EyFrYEtM|+i*h@&s-TPC=y
z`xprhq6?}=T^R%+Cttk}SHj=kHs`qx{#BhlbdKcAGr!b2rd;!s%V@`mUZQaI+sPqJ
zEqcyo>gYvqYigmLS=Cm#vgYzZkPiI(c0qw$&Hc_6s;Rw;KlFgN1d1;!u=;y&(;cdn
z$XT<npwO6tBO9vmyxFUKpKMJK8U#ytfQ~f=6*gwyE*+@*zMi`6^CuDf#wl|NZ?7Lj
za^)@i&bEx<J5gTXW#Z&7r&ky>d_9W7(eXxsj%!<j4_iEx>#rC--pae%eiT9`U3hMV
zGvWw&9Uf`3O#+W{xNXb%Jr-Sef6-3|Dp5s<OSUffFees<BWrI&Ef0%bVU~SX^)YJs
zwf=xlOtYjKMffgScS~NKWnI>S_4D|~OZT_b`uu>HRa7;n*2&Mk?|d~I&Zuu~i9Y*c
zy60!jWM`n)0qRZ{Z&R2<Uj1IDfX(V&Hs-CtdidfmKbPXC?Aw)`Wvb7gZm4H-&M_@*
z2m?jHu=36?s*KjZqijq%`Z2y^?5%x<$DPjUo$5?o`nd_4)2sJ0Kh?E)62HG3Hr81V
zInp3K1I&N?y&j^3Y8)ePsxggXyIhRx9J%c8FDLx@QD5d`Hn}1V^po}s+TJd%Sy>Ii
z+p@T-tCvUqg?9dU)aQS=n3=s%-~X0ffJVUcIt=c@JG1d<25}d@P%}%L3^P3`wR~z=
zUb>UR9Zu^LJJAz;M8zx#3s5vO9<v}%QjvI~srP*trS)v#0!(99uY7pV{Cc*Q3&i{c
zz38vwex3??@$$0(y(jTlf#-b=o-OuOUNjDs3-H!(KWrdO;99Q#SgxGe_i-4Wy7zIW
z6?l@wn)xp;=?mI%qL;&$04Q`{o>B)R_WD8a6xM%D_mg%qFtuJ+&ts+Euz`HP+d2g+
z%#COt;K;+phj(s$dH)XlAnAA{9nT9)$CD4(s4=K)@*xtp^`HG0|K0!m&;G~%?^plH
z-~5OF<-hx<|NGzn%YXTgUw!qT{$=`CTYq)w@BiQK1c6=s*_1>&Ct-)Ays=1mW8lz0
zpBZGo|4*tG|AU^<dS#LxGds5?MUS2WT$zlgYF=bH=gzU_M`qb9o@bI|tM#1IBw=a%
zb4-+MsVSGwHB}N);VhagX%Yu5HC;0E=wq1J_B?YYA(siALzm^C!RdA|GtYL`Bsh8D
zyvfY+lbt*XiIU(h=0v7XLUx{$n?MQcotK_Mnfc{Z=2608){~h@*=n84TuN9CzWi)T
zl~bcKcZ+|`zdckFM6p6;4wtGFEsH14FPn3we!hBTju$>7bY8X>bz5$qw57=5Vwbdq
zCVQDl+M?HYo7^u-ly2SRn*r@p?Qxwkggzp`^632O04tk3FIjRLs6Zb@ph%xWOwN|l
zDhsGIleFb8g71SzIwPE(?F^H_t|?<-4d*l%nglwKphV??Fbn)^a<v?P`F~}i1C{K+
z%ua<vS0;j~o{b8%TdnF%aAvTzBEL&{zU!Pe^ki4n45WzYPY)(wBj}^(B3}bv-pW%#
z>`jK#{b=<0m(av*B|_nwUsURs7XJDR)i|v2I2fuU^7gfjkQ)Khzvw(5T2fIbA|W|n
z@?0wwIa8n&NV%bthLpgP<=*H`CPgwD|I6PzczpN%-A8x6{1#?EU)%Z|vJdG~e-gI(
zV<kxP4Cb<{`Q80+qO?a~!Gw}x{0wHWgG$FJI#iR@A@TjSEldrRWDVfeHA+8L`a;90
zUR9E*rI>p$J++=Bd+3kD1P+<)UmOq8drV<M|L6!-0f5#>c7m8p<?oWp)8g~FArr`7
zJjzZj&s#$Bl3+TOl52PyFeh9cTK&PU<K*YhBACGb%p6|*+%w6hRGuk4iyLZ~Io!Bs
zID~zF4m*#N!%tLRDfk+VlTXkB)`)3^&ILCHv_MV8OqPR#;S}@YASTI6rBNzo%&OcY
zaBzwZfI)d${BQ0*xb+zPpc*ctSHnW5-B6IdrXdSyc_5F?$z-#t=v1;?R{FJq&aF|r
z9RUlM%&Kvc7ddSS9C|h%2fmwujkTQDUWL3G`IO8o%}ADPDNEyo2}yYF4W$-~*@{5L
z-L#WU&M*ah8)=I9+zp7LN>-9(mdcK?L$j3>qxP_8qdZFA8GvnzyjtxIl9xq~H^0P_
z<h|o8f^gs)Oyu32Vq!&acT9)qTaGN(5UxacIZjcAsGelj6J#9(Y+rPqdYXXpk-jul
z5hdpaO|*nRX7lKq=7Pt{Iq(()?BZa6A6l(!w!HpYOqExi!y;eNOOI+O`%@Q)A{|<h
z_o(nJ)>NPBj-<-VeC9arq1wKtv!`VjAI!9d?$;-w(zMa};dE!nT4(aC6-n-R?QCXv
zcAbMXZF!cv?R6S&HqjT3`Vy{n^@x9DmWt~c=u5;g_g?K8!c^wwo}`{gecaQ;bNBNZ
zxzN(0PJYQ~vm1VmLOm6wl}|uz;mlJw=Ik?2eSql{;kpwKAX9kHKwqUpgCvEjl%*)d
zjE(Bq0UFRL*7B@s8TPAFJens7vkxTkRVzGI1BA%tR_^#W7P^6rJo#fb6;vNY-+gQ<
zT4u=-VIef<WgbrDJebl5hQb~6kKwj?7>%Zf*?qIVuBpe1U%-H<PB_~9kUxg=$!4s=
zDUm0K%q{wgH#3VAYGz4ovwW(N%4n-=W{z2Oc~{^t58!@RXEB8qa&TNXQGz>mWdkgW
z#u0OR72%UCp=Q&mH8blIY+mH3qGzk?%_@C^Kf>ie-!`m(cgiMb_Y{l#Q_h-N1`JF-
zS8tF0@bdo6O(?T`I<o3!j+OVXrl}X4_iv#U%jf;8Zz?=2a+8^tm&@n<t8W&@N_xX-
zuF<%B-oKhApD*v<yhe|e_it{4$I1IQw?P;kKVIHHn^vEjXe*WX59cH4$$2Vm!8>Yo
z4bJ}X<|S;yWkqV1olPP=JmkE#4FkP->A|p0-6tNWKBd{**3Tp<Og23Or&c86Dh_o8
zw)$I;?@#6a+U{-d6`S<8+3m`wc^WFL{Z4)__A4_&Nd(uh5`OMrY9=L+&Js{R8t<jg
zAWzG;pjj|VP>TH9gAnwr%gfw<gq2&5Y30^^QhDvao?GcNHERFp@qI{2qY~Ue25rb_
zlO0vPG*a`BA^i-bNYZJw4`9qVOL&xtb*nKMmB={UgM=b#3IVjFlFY1k)ClZ23Az#F
zHaqI*@%@fY^{=uC9d*?1I_1!3CUKA25mc#LJ+R>!R0-*kiBXWpNA0Mpfp)XWP?H@D
z^9#ZIfow2jo$RM?_0r;CpXppg>UDyC|D=-Ns606R5LUqt^{EWT&(@VrHggGx0O(vl
zN@68FQfHwu{eV$N6P3aUvgN3JKB}djdH~b;j`YBc&Pt@)t@CJ+eh9Q2K!h8d|MC6b
z1@XrTX3Tl*HU^`INN9mL-i^(TFub|l>u&XK+~{5F1sj`P5T)zw+}sJn>;?>Ahiez#
zg+|hNJcRTw7}+*BAA$L!>do!Px8gX!qk13K)%xPM({QS0>*~KB)>TulLl;(3Cy$kC
z&0@#<LEZ5lg?WCV+B)QDZ(=);2rB4P_u$nu_u?a+a!D;GtE%?5G)XQD8cZiTxqK$}
z(SZvFQDf7^c3XcO-q`teXWNH&L%tenF!gJ$Q)rXB2fKHYZZwd({>T5;<mrAq9;g3K
z2fUu;OJ3-AvopH<tzSQ?2?_#t(P!SX1&Uvgg7SKM7ZSd1ZERqo#`->QQQPJ1X!X%C
z+zBqqy`=8l2rSh*Y=v47c7b7pPT3*q2k7DYu-8*#5gPJq9)sf_0~_pEo*C|UH96{n
z?{{G=ZQBpJTit8h*KQhP=WWY9j18TEhSbd43vjoANl;K^{gQq;^Oed~81;(f$;-4~
zx$8Tuz4onP1YM3@yK|ek%G>_}vcXxJJ+Fm#ORXzqC(umHJ-Uor=C|=4Kf+zmDGF3_
zJgY-2Xr$!8M<8o`V0nbOO}xd=LFpS=nP0#E+ohIaih`YI<}~m+g1r6cFTb#|w`$L;
zw6$Zwd|nH0v(}FR@;ME>!`nU%#OF5gE^GgI0H5Cm_uO&dJ+Fl~nf=z_uHF4D-mW#Y
z=k1@vIs1Yad3NDn!&D&HE!3na{s)hg#?VpgchPA4bQ+JpZ~a*UzqI$p<6rH=v(-=~
z{lzTB*B=JMJ;*<Ma1ahZYr(7sn1J;lJWAo?FUF%VfxNmPs0Kgv<8kYLupbNuL4GNE
z4PNMcA1OuJU}(-jcT4M#A;jE*tV4%o&IU67Ll36^)}b>qi?l9!ui>v3;c>#$y$CIs
zMXl<${8yD3MgJ*1X!G>~v|wCwp=jX(w2=RLuBe;0Z~<CCKYQMX_~;D!b(j~qABT`?
zdf3suZ+2Mo|9>#Q_MGg=%OB@mm}D7DAk{BCEPgQteZg2OSY;Nh{YpP0qFP=ro7AHo
zV@>8(=u}&YP6!T9pGv?t%bKhzKoZ@`mOI(BcF2;OgkhFN7?KD-d-kl|OWM<Edo=8*
zafObd0hyfNfeZ34KWVSuP1XAv$hVvs@+;LD{HoO(2Jp^LtporKyQBq^)giZ@QVoNr
z*P+U%te@kjBU4hzmEnA{6u2;qKoiu$cmnpf+0p`dNY0v9Np5p(wsn1^EVFC?lLO%n
z5;EN?3*ta&Il@akeEPkBq{jFHxsYGp+<UBfw;^`@JHN*|X3ssR<D7p(Q`I@n>3wXj
z?EJ)zb<M87XwL1!Fq#m{Jev7$FZT=DLlW!G7=(3ZHoWK`(2x^do{Np@A!U_WK&6F*
zKe(Q&VdCPCelLEl_=XkNVI(oF$xV9xJ`5{1aA`N%&XP3!u{p`JDyOpfe&Gv#t9RwL
z%GNPDQde1h!NYp^gDJmyXVe?#FPP5U$#3@0!dFa0t-j;fz=c1D>+<6mhWWC;i+>K^
zzlI6HXvvwc?tEvqt$%etnEduul8k%imvdh|gluW1@Tx9g!{@$w1mmCiCRM;qXTSQZ
z2$zbUhimdTlgDFI@$6S&dK(-6^*zYzo)>-tYN^=Vy`T$IjZNv&Jy5P4{&otJ%OQWi
z`SFdfVNyicNB7{*=V6hU@}H@7;Xx1weNdV(<+Bf<!!qA5J{S*=V5(UUS8|_w7)E<I
zfO-CrmOjOH&k`4&eGIpY*vMlzm>S4M-(SQZ&>82RsHE?v`k8-t|DO4pe;{V^A6ET~
zeF77>Y;Z5+r85WVaL!h^o2%b?PAfImZ-0#_Io8)&6pfiA0mZ_8v+L`0X-~O1S^O`H
z|6kzZfA$cXldkoD{@Wk^`#<@gKK&P0ZuElx_Fw%U>p%HVhyTNu|IJso{`LR*Pk#E!
zCm;UfGHQAGB-YzErHuxzVK>ee%PcYym=5HPR@M4`SUr2xtz6vSYMCK^ToG&5K$@AB
ztuG#Zc?~zQ#j>r|y}P&XeEsOodN54~<G8dRD3}~$WM*BxJkN5j)Ap7c5?UXO55ft^
z5Yathrg551)cW}9k&((pyNh-*10<CR5n8S4;fZom1XzErUXveh2t);EsbLUR@z0b8
zEQdnWekU^=qFOqEAraM#eoB}>EV5p?gj(&4110P5!Xul2!C?Z!FZp0#<sxg<NVcpB
zj?oQ<z8Z>wu|v|#FF$X=n!XJ^BY0*ZcIzgr{7^HrVYy}N^UtBU4aqo2aZ4{w%eQ7C
z*`}z3+Ue#Spg2l)z5z|EiOG3w*0fp$q82pdTUpb)s%bSt-fZ6GP47a}Y%46ZrIlIJ
z@Rk<LGHbor@@?h4R=&dfGiagukKQ;gwKkGA0~CjbVWx=AaZ3UNl@?qE*6-<ewMVf3
z?9znn7<Fp&*;b?fc2g}v<THc|3%l^t1ataZuwF<{CvSnADpW5o_QoC5lU_T=E&e+D
z$?CPUw>8jg-5;->zaUw94>K&bbba%JWa;|qmB;dx)q9MkYvT|Et_7}g5jtGGrkm3+
zt+v?btoAZ4XFDwRIIF(c;jH=sfAhKv+|4ReZ<F=ptv_qQg>WldoHDy;NX5iA-J-AV
zW%R8JM54MXRDJ?;%-C|ZVi*l}Q@sYi6l75k52I8KEcr>=kH$)m7%JCs9~URhuII=a
zqwH6=Fn**KpYT63fCopJcYT1()qgM*4sPM9x2Xjw`q6&T_H4P|oLc5p40LUCD!~W^
zY~^b!3&YfyU+vDVR*s5dkMg(j$l#pTa5QXAm2CWQUWK{W8#T%}e`nPn*8SmF<h&|4
zJUOQhj9AXwnh#>mtE9#?7j2(+Dth#DUIThSbY2A*Bb~Q78#bL=BfULmvmRWXw_T05
z&e@&~!Op8dM`h>KD-G1nt*OUu=hVRA+<8@Cgm>O%9Q2)2M~?%~*=~l0=hRT6#q%~p
z$1!g+jwvruXC6lN$n%^wU@&^!vGrGfMyL1bCli=l2x)Z4Y(#%6+`6ge0n|<B`_=Qb
zK~`QpUpp{el8>@^f3mDy#jYo1!k5b)y2`C;=4Zu%t6x8Fo2AuOUp!ZPRZFe@{P|lX
z>#R<qwPKOg^2^mKfNth8msVJvLX*#jzm-~Bg|DoRv9=0#U1p6`>6(B=Y@%W+IBt4d
zB?W+0Ot6m0-@0}!2*YdmW_QjeJV5@gAXB!=bgl4BpIQ`_{rwTHi-1qFDyV%+9XM}i
ziDNBl<i~XfX&dc!oWSOJOB~Ijwd^F&p)7wp{#f`)XLvHFUCd4^xo^=tz;}M$`^3!T
zyRTFypDCSse6{@JY>J=R@Mn<M3MwT1*@=NlH3238W)<^DWM5uaAL}sf&V+Csrrp8h
zjqKO+F!9cOJ%{Uq)YLz-ROm#f{=sp6Trn<{DAVE8Iy$LEW=;P8pD)~D&h)*iiGTcP
zDrs1LEYJJXhtpB(?r&(0R&CTE9*@S;1eSIw{r6`9h_|aLY%o19ib3l<nGSK@$1DFH
z8|T)etT3go6|@G?KFkyFhoCn<go$yWhrSo|Ks+7BRo64kI+(r*OX;40<~u0Rk6ORd
zv}(beJQz3+)GRy0H&Y!B53AswMZ;kW+8m{j&=CymLsmIx5_Zsf?=Tpx=hwA<75u8L
z2H{mY+}=}oZIF!sE8Ct0M=%9&46^efh_kO}$Ay`IFkxj1lT~2Q7c8qjX+1m*1H>?=
zeyH4W07CcQBx;r*wgR@Rg>pJm?#QgYGpDQ07Nq3Y)$xC^zW!+oZfD{A!MoXXLv<2a
z)l5=8oyM>@(fIqbbr@rTBVrB6@B(K7(?ON%!oyxTQHHA;`hQ^K5GG}|4yFk#_k(Ki
z9da*1^T0UOOuozd&p%cseEf-86$xw9`opjV@y>p|t!9&a{K=oHU0~c7j{*)*YyMz0
zVzdvb5W_yW;ZyDGTMzE)M4qrhFm1tV$RvWyB<ghZpols_c#zOR(z1nWDkcOKmQS|e
zHPaX-ub3r;Pa(`|aU+}#gkQl9q<_?kOnu&J4ruFRb@m!FAAf=qCM%W;;&p8O(2v7x
zKCofH+BMjQoAGMlo#3?^k5e3kaPMV)#gopbddwKJhE>X2&Ush8KZc9zuJ@$8X+_Fs
zjGbhHpPq^hzt@P}Ux3BU1C?SY6B>F2`io51yi)B^t-Mwh&0KD1_6&A9`p9*jg=*Q~
zMRn<;ox|(-4=_W}RBFx#o)5cwm@%&wP%|}8`3E%jjQ<<F?KtTp>UG>%Ct;etq#~I8
zA|ZTkcjLV|3E_+m?sFfc)WBKD5P*{&&#Uhe$C8Kai!URNXeC|-vix3nwdI0am(+V9
zUvF#h)a<j$N<6LdXJanAWy6kJ#wYZ1I!_rO2m_fln3uB0()#VX_pjfqI`R6gmo+f*
zG}QGKukwo7`?>n+i=2|*uR#;~@AclS4%a39oZhLqM#=PCnV$Osr{|VNhjO;I{^*as
z`sIKAFMj;#zy9z4ukSzk{r~;Hef!V<gTMXq?Emuj(anGUum0{odiVdCPlcvTu007m
zWE!l+G*|<R2KvnOJePh}IYC$7L|m$#qN_)+FOl(yU$m}WT33P`T7v>c-u6SSLNT56
zVZf@@?$E3Lk1thERDF)2y-Vwt*nHMY>wGrra-)2(m)$sDzC$)Bw0NXX?Er6<mmlkc
z9dMj(>CryehmQ9_u?_#(4*J0^df3nGZaMY`d+F4_YT(X{5H1-1(|asE2B>Q<I}WHT
z&l?Mb3d%)x1A@9$gO?=+1x@wE1A_|7RccXs=6k-0PklEt-!D~9eW$M;E>+KHr&U^2
zuQ4vc5W(aqh9UBlP9&>*Hv)Bm_4|+tk5+Bn#_{pq(WUAc&0xi37^>YX<}<70zMC7D
zs%O<Nd<mhBxDVs0lX0Aqsc;MTGcPYLu{qQ_mN-8-%llRO38pxge%Wd7lz!Q6-zfdE
zHS-J1jAnJRdDo?%VCr@07nprr`UNInmwthZc<Gn?U~nbBeHSj~Fkr7n&6DXwxlNz&
zZnh89$fswk>Dsfu=0?$~Fm-#jCQRU-{V}(W?hcc=6+2))ZX6i(9;4osH9&ir>=*WA
zq4up-x5+AJGc)0ZQ&ueIZ7)QLdP|k@RwdX1c*E6C<!%Vzy^}u#5$q{012Gdb;T0l4
zS=GvBEy5{5)<X3nM^onZg9o3f^dM0W>JL7HwJW2iUq6PP1K#s|GwO~H!~WwbP$kLQ
zAd^{t`8mv=|0Mglx_J;2OW>tWoDPhgmD9a}tmOoRx717IqGi=O`>Wd}e<hslTRGWO
z&qP<P>DlPlbh|27K1@yD+WKtHL2;m4?FiQgc(rb(vV*S0y#3&5IWr#i1FRJX+)_Nv
z=<a9AD#e&eX2)z?XM#%S_|DGj&6+7s?Nx`#w$KT?#lc}fC)-?dpmJUHnd)1(>P>L^
z)f@QZ|1x#5A%g0fddNe$Qwf}@9HhMg^Py1yP&L%_BzT#rUcRZJXLI|h;-VA;v_P8P
zzreQk1JMy+EfdzwM5pX|Vi$FNZpK{Cw=yrcz@wP~Y+5)B*;kxgc6*jpf0<{OkMC!u
zQ~_(@=@oJsr4v=dIWPAV&4AJgot$ISH2-w@nRRt@mi~?BXo5`Ae6D7SiIzD2a*R2e
zCuG6$napRWfz`~=Tt3r&b(5tDnzx=OVpa1qm(Q<XVPBTc6{bL%(49bI#q7+#c<xhG
z6Gv(K`;%|+xp22qQ!{a<z%iy~=5rY;^4`BYNCw>@td)X=iz*@ScK2p~Z!^G40ZS>L
zzi9DhbH(R_bmmLN98PQ#KNlPttJNM0E7W|V!|E-WZ$RyFuaxCr)NGIUV3@n`51RC0
zxvHAFsugbi?Y+GXtY$tJ)mH64Uq1fQ0lhzdWFAbR6Ht#`ddlD95XKPHprg6%GdulP
z)wBL|wtINYg?l}<%3n`w3wkOazM8G3rVzpvC7Mj3McB4(+H7S{k+4@kG&APPhlTlN
zk6_9dUF$vwlBeNts00T(=DSV+h`WAkTK{EsT$rV{9zhnrSj{mTk8r}+6|7!5!PaJX
zJM4A$c6Wl!&6_v2cDA}Z+Z&tx?)AN`>)SW3@8$u<B=c|IGY_V1bKv&lU!#jZsMrR{
z==<T9m`2L`SydJM4Hl`H=UHs=J={c&*1lJ)uz;kQ*<*5Pd;at|x1k4<7`IoN4%^AG
z-mf~=Z>QrF=Sz5%jXXL6kR0N1^b{;8{Gh5aI9MAN!I`>m7&+`ehqRNh<O{Q1y;J(R
z{a~C#*#3LvjZZQGV>~?4^(pP=;MwE(ve&1EJ-z{GCFB3F4}BVW?r-xP>)DM_b)Ng$
z2pM2ta9Y29R9m&`@{PEv`$V|ccS!H4C*LmQ>Q{<t*{G=Bzt+2ETD+<@tDK^+=xY;J
zH^U;ZP2BeOBo5Q`2s-jj5O~?~yEks)raF7-e#i6wkB`BN<#XH5cWtM<xhA##?|9fx
z>hS1-<0jhwp}KaDV_%Q<t7z$)t7ruMYCfZEnL2rh(4g08!)hXon!SV@ubS$wJ=RBm
zs9rVXE!Z5cqJa-dn|X%<{aGBgZyiR(3{{)MEZ648^+&!3nSCLb?(cQ?eylUKY`j%(
zOSa`$Ml9Rvr;Co>&MLqHqGQ=%-~P`QTLeSyxI)YGY|vrX_8cGn4umN3l$drlEZb@|
zjJ|wyul>b%I_lpY!Ringy3KEntQ=w4_)jWhqHKZJ3w^jPA7kE6J6|l{?hk7%04t7#
z%w<~qQSDLhz%rp@9d@ZE=Ttf@?y0RJzEqPxtv%nneONUU?L}dJM{jj>i-zl~sw4*o
zA*=v9Ue{pJaDCN>;ZUXEEuJFm0B_N7bx)=^_h=C0iG1x2zg(Li)uMnuYgr*+$wup|
zJ;x<?$wsTIeUpNi#GN=E9}oFUHd@^)=wm<7cj3pn*eu^_-hB22r$<-c8?If1+e28q
zM0UdOHF6!K=CQtZZe`2*U@f1<0W9y+>l7hpU<TIKSD+&?Xgv(I0wP`@9ug#@N+Yfh
zgw=#&wfM4-M4TqjJghN<b)e9>uU9sV13vj#z=`9z!;-e_@7VXc)!nkbBd)qHtq!lQ
zo*8fKIqjRUId(ACR-az&EzQZ^9n9$fi@tnLrK01lzlhKDlJ!+*I<xw!Gkwm9UdF30
zP%0=acGcBpE{@eusJf0BY!;82=7*R5fpjL?75LLzYMe0nHr3C<-|8pvvbk$mx4hv+
zmtQjnJnuizQ?pF*g8xL#S<NK{UiY6w`rb~Bt(!VOfZsq)K~4KhLzte|8^?V=n>CD8
z-u0gxM6fJ-wC}5#N-<2R0?mSott#EFZwB;D^JHI`T3FuqivI-GXe(Jzm_-&2`=rh3
zNL`|RHID~!|D|vzm<z96_MeQ#{vrIVcQr@)NdGz=sZ-b=f!smg2Z3PqLcv#aSFmYQ
z``91oYO)mg4b>RDF2as9YdgmVsz%qZ;kmFMgS~K$Y7Ow3r?XK&du!e$VrJf6{yMI{
z!TE{-Z$XIRd9v@DcP?;~UEkEDY+w+E4OKpd`g&)Q?)UXuXWn_$SB14{hiU!ht5e7x
zu)O)if%@wonIB$@r!aZX?}soc)%=8dDn%b(-uWe!G4h$s9cnXfI?l!Fycc_$UgGV0
zm%TS(dH&1!!`G}ct8p**Fi&_q$*(h4e3iTbfBfA4`h@J&Y=gFh(AuGhDDT7w&7Ldj
ziG4b}zm)O(a2WWYt!p6Dc&2AocfjgSVKqiZxPENr3)h+J5K)eB{q2J5-FO`IVG1+8
z$Y?y{Gut)e%eG^bg!c@*HU;55^A;k?5#GO1@E){N4{**;<2j$%tvOHa#^?y&8E9<^
z!guB^M3f_Zf0OWC4R7Vjl8tA4W_iYVW;sSkIM0A<QxMKGZy}-_;rtcKd03pdGB@^_
z;fC_WaEy;Ip260pAdF|;LPR;j_{)s(-<wlyd>5aYjeJM5F*d?>23ebeu$_4e5#<Qm
zN&nuDzK3_ntHO8Ezca%zKEikgTbqI~o_Pxq<p|@+o4NjYWp3xmo4LYjjEr!d0oJA<
zTxZ@wL^;BBGGf<1N>pw=bGD7YohKu9+;WVNaGn9zrXZYW-a<q<!g=yGzJD~GtQ70X
z+xW8W7$xC71Fua%c+b3rh;oGYSBr7G{cse<!7%#$%5?Xc@p|-b#(0dAFrUHKrXb8`
z-a<q<!hAAfAC1$%oND85@yUoiF&kqeY-f<QDG1w{w-8Z|u$?^9566%vJI|5Oc*2us
zdTu#JNI1`cYf});GjAcH9N|0}vp>l5@HL+AWX!&>8Y3fIXMnXS2-lgn5K#_teL6H}
zx>8)vt;Wa**BM}K3c_{fEku-iTnD+K736whHAY6b&H!su5Uw+CA)?&l`XpGHX?Elu
zzOWi2BV1>IwJ8YKnYR#8j&PmKs)c+%)76=FLuS=7!!bU>cm`XWf-s(W3lZfA<H@Le
zoTaZdXWRHEcQPu^EyoB6=NWKq3c`8jEku-yoQH(A$;wQ(VVtLyV}ykB47fH0;XLye
zBFYiYlRNt)9EQD>8MGsJ_RMgMk1(FW)}|ngXWl|YIl_37<!Yto(vvJ#)NYK9@STCy
zrXYN0-a<q<!gn&)CYg54nKu3@o{ZBMR%2v@>kP0q1>rjL79z?KuH(7kX`M|bVGn*(
z>Wsx7lAr!oY<+p(&>qO(ohRHqYs`6fR?y~gQR@w&UqgPrpuQ^|5!1+Vt{X4Q9WOnf
z{hQ{@&;9zFQKW<vUh&QoXJD|r_1{jT-qYKIu=jLMQuc0;XjO`Ho~T@a7hiNz{L6|`
z{+`mpdp3@rX8Ir(mDmXUyXLJ|1@<c6#~(}q2icxyVV^U4&vR9Keo)%;JB5&*LdaIJ
z|Eu-;pH2#YVk!H&HlxqQHbdbvqCorv+}C*+CLs9Q8+2}cdF#RB4p9v2v^}oolk+5R
z^b9a5``aSzwtGQ07<Q5rq-;A%VA<#{Z-rYoJCmUIG}sT@{Vwi$pX|EGq&}$Z_@nSy
zk{%61Y^&cTM=|z@WgwQU<%&DvvkVh|FgP=sVr!he+6l<HGeAqjl=lh!+VJyq(&<Jc
z#VAwZyrS^rDQW`E7w|T_s``fZrj_G=yh#nzmlo63J2M-U<z^#|wz(h;qi&~CzaCWI
z;mVZBn#~m$$CKEYJ@Wj<>n(=;%*MNwjfRI|&(>-*(|mqY*|2S+zR_CmfHvB2+Q%1a
zU(Gh23?TosZSy6Y|INB)`{U!f;|Fz39s~%Q2X$4Ban#NrJ;1y5(`vVZ0b#0n%lm39
zy|R{TTAgjfLO=ZdZ1MY=zxFo9BCCVXE%>YYgd3i-AjQTX#%P85?^N*+t<geLo_EfB
z2kyqmW$P_<ukCNQw>H}FkAEY$v4IVvgq*sWf0gfbwI7C)B>c|bY+u*=?QY+|i<y@T
z%Vn~1>~Qbx$4Q#{8|}?az2EijUa;HWL4ta@%v{Am-yI}_?l3>()^_)1e{VBDbCvv@
za@$#T$AoV8yvy*jztz6h-t>2RH;_|ag&dvQ>kN2^?EFF82VuhAC>_NK7`@frh6~xo
zPPcdM1|F76)hV+ta0A|-#3=|0#-lU_+jqf^?cQ#1b0^%vCe;1C2LgN-)DMN_Z^F+$
z_-WS<yS?q*-R(`>VMf?ao%egND+%m}X$bO)0mv&3g5+s9R8H91(oWyr+slKj@1E7}
zuW+m1P=a`{%O=<xZid@<=t?EL%yaKh<9|3RyKZa4-@V@7?QM2*-yt}?IVj8zJP&eM
zX%W1z-U29LwHoZ;<|WX9RTqN*Yt}~{Yb+UAtX>yM+`d$#uyV~O2C_bm^R5^RqBcKR
z)iGKenuQUm4a9Q(uW|caZzK1AKJP}!&r;n`K}Os9c@*)0Of65*SamzNF|S?zg3_ba
zdy9s5;V*Dy?#-*_XVLH;1;e%;i)A{{qTvmy!{8YukS!YC8CjON7!_oDA>WYBqTwwX
z-pc_F?~z3ESNjVIbaHPuPWMHCXn5x^7Y%Ri3Yi^|BSL*Sc|x=23O1<2j(0k|Co`c6
zHEf&=QJgGu!OJV4^T|x8!fM=joEZ(mbsbdUI>R<1>f}1_m&$dLHN32Y-FU{6tl?$b
zF-pRF240(j@Sb@K5#<Q)$?68Gh2410lhqB>Zj6rboq^V-Abe-uLPR;jcao=|$CR)e
z&v>$CnOlw#63#Q=+7yKI%v*>kM>tQ`EceDl3cK-?Cu^3O;TRubJcF%GK^V`xg@|&5
z@k9{>h=XF-jpsX21R-W)Y=rF$vNi=_JM$JI$`Q7c{+&r-H=ggLe`khce1!1~wl)P}
zJo6SJ$`QtsH*<v=cH`+z-pmzNV`PNu46rr@;X3mcBFYi2lMy?vgxz?)lMy>^IYvl0
z&wy)F5Y97iA)*}NJb4>m*1>K(>&e^rvh5fp;XMPdO+k3iyoHEzg!iK14U;JIn3_n-
z{5$OkVZO`ECnNSm47>52JsGhlW+Q{8pJ$M@DG1w{w-8Z|^z-DIo-1KDp77+Eo?DI)
z63#Q=+7yKI%v*>kM>tQ$><cyQ#`B$w*%wx0WQ6Msur>wZI`bAH%0aH@YS=5q_1tQV
zjBuR+)}|m_XWl|YxySWF4SSWiURaHh5w0`9+7yKA%v*>k_qblDVXqR`3#&0Q!gU5%
zn}Tqic?%Kc2-nH1S|)|vc)F8Wwajpgk1(FW)}|ngXWl|YIl_1{D$kX$8&7#MD$gy)
z2npvIaBT|0dFCxdl#86FO4zH#d1^UENI1`cYf});GjAcH9N|2<vu9G+ji)@hvuB25
ze1!1~wl)P}Jo6SJ$`QtsELT(uyYYl4S+1zv7#-m|1FcO#_|CkAh;oGQWUfu2hTV9!
zlesp9)fgG!Is>dtLAcJmg@|&5>v(Q>TB6}C8s3Nr+fUK(&OBBj4OpLip3DE$*AoqI
zPc*ze(eM^^aea}Y+R38G{!&!zji%Tiwubj#&dM>*m)V}H;qA{#Q{qj?YUz0gr{)&X
z_CEBL+WpP;CWt`S%fgGcH!_ERu7NJN{(FsZt+<BKUrj|e03ZtBq5uvu?^FStDevUk
zzc`@ac|V*dMr<(Vy;K=-M7YR^V>mpoR=ql}vYd={UVSMTVC@?5YuxP3Rl&|{&HsW?
z7tQg#4dbb0VpJ2Fxe>vO!Kd>s1?J}Oa2WW7^ql=3dC>8o)z_!ITFn>HCO=w#9FCH4
z-1;gGCWF?)@L3$CVbU%;4E&6)_C%X}khbrR(oBI{w8=g1rx}PIM*Gw=qD@|~NVLfd
zU!3SS6wE&FKM4=hI53T0@SkW2q|}sO_n$=laFj-A6ei}kAHZ)TRcjcgp&y66aoqQ(
zlYRgfKvU&i|H(m=B++Q!4-Y5fIQ54xHd(QCFg^(VgK>X4tlBp^nA!J=|6~%xX%r0o
zy(k>^Nt@HrGzt5DdNc|BNsy}R3~s&bKN*evL-<+mYOMT7|2iG1Q`jFxYUgJ`JW^Kg
z4TF8$+0;Jv2fA9c$+Zjf{_w=!+MJF?F~(c8$<Y&@<V)19z=tCt^eGXVJ(bkI_B|cm
zlNnycqt+_T@G7jvORdcC$}eHIUxe$-V~8k6W_Xco=w*HH#xtH|LoeHoQ4-!W@Y)oF
z_sm;}C`WitR&7v?@5XbUtlFS<V|0Y?474@{;XCsdBFYiIll%)@;k)sSC;1n+<rpF1
zJOi#xK{(I6g@|&5^JFbHllX2t<;hxXW;n)27|&p9QxL{8Zy}-_VLVYfAtK+6=Q~k4
zA!cK2gzXHnHU(ij^A;k?5w?^5ok@H*p6{f8XNF^Zgz*fvHU(ik^A;k?5yq1@bA`%x
z<LRDR-GQl_ox*C2jBuR+)}|m_XWl|YIl^@^V#gJ}8_#z#V#h7V2npvIaBT|0dFCxd
zlp~xcZ{y4Q-i>EHc^hB09it??XW+Fd2=AG<5K)fsUbM+Yo1EdB6omQ28DufpiA|n=
zsdH_~h&>VcZhU7?M(l~%cvY5uo<Y{8AZ%yeLPR;z&y#0*uJGM>!joruZaGFsIM0A<
zQxMKGZy}-_;XE0$FI2u8&v!CrUs#Qi5w0`9+7yKA%v*>k2f3cBe6JMObE`2j!gU5%
zn}Tqic?%Kc9@h(%?^WV@VKqiZxXu7;QxL8*Zy}=G<9ea;y-Hj!tj5R)*BM}K3c_{f
zEku+fTqm<?nZ$SF=}u<VGQ%-G!gvN-n}RT&c?%Kc2;<49JXiQ`Jmtx#JhvPpB%Ei!
zwJ8YanYR#8E^?kKe6JSgspS|U;XDJbO+h%%yoHEzg!AOio=JQ+p7P|*o*9nu5ymsv
z+7yKG%v*>kM;K4CTv3hh#uJ`oxuSMsbcF8=v^E9dJM$JI$`QVkxi*E$cjMVk=Gqii
zV`PNu46rr@;X3mcBFYi2<GJB!i8i@tlOrZ<KSi57^O$IpAB4}w@l$^=9YyJRop}E&
z=vSQqS<E%>9Dx;Hb-WKi^Ck87;=t_r-8AYw?G3`-)2(8E(Iyvd^1f)3YyOBfc{uL0
zdqFoCc9K-I$v4SW^>|<3oRQNu?YuLyq0@~<X5(MaZhU@iaxPDar?Xn><h@gLjOde#
zKDh@sQ)j(P-YbPLC=zAiXRc39MtVT)r%)*8znk{hK!9kJi$=L<lqcbL{$~4ndjnjt
zyM3cqX5M@IagwI~MtgHp*SX%^3wHZE-EzHm2g#s2%$wTU?%wS0Z3g9Pmk-jRztz6h
z-t>2RH*x@CwGZMxC}{RZ=_pR%m|N{_e=FSB>GrPOz$*Cp{v=L8;4&ViF&uRl8r<&f
z1~+%Y9jt+$qEYU7SNmZ&sfqQ15YLZnbwC%#abfssqqdx&{Ap{HZ!D=%UKXS}?tTd7
zysu>0O4O)?>PGX?h`f5~i|Cb$UO9-hmvpwZ0(qvu-F^(B!F_|8R;4Pp=#`6Jxsk5_
zCXI&e2XP2Jap^*{%*Cj@%PE)f;&>*B@iqs4I?l`0Q?|CYc@)tWy>ihjS0Fh9x778@
zz|DS>b2_@kNFC8DM^A`edFBZ=0Hj{ao%7yMTVNy#?~JpG*fDtL&4W`t!!GQ{Q35?+
zn7!uHhk*9hU}UTK%iFs!2$Dh29ftJ{t}>z7Q%U_Po(}IT$NW}l)|cp&C!hOY7p!@%
zZ^CuvzWfU0M!r;%A-z1r(s;&`4C!UtF-pgIAUW^F-lms$``%^mO%ERv7zkcK0lGf@
zchOG=aTxUT!GsHboF?N*nwSb#{AW=*z#oP8B&Bh)Z`xmKA5T_tP~GpwbDpf^pmq!2
z&DG%eAJWe=-yxzLncYotGH})J#xtJeWZ;%#grtvWz_lp|=b5(<QI2q)tj}h$-;Jj{
zS)a`e$M^{28EkC|!g%H_M3f_pC+a6e_`C6ZC+a7}Y>bVtok7;7AZ%yeLPR;jcGABy
z+3&{lo%HX_aEy;Ip260pAdF|;LPR;jc=BehQ2uT_-7~92uRI&Jml1jyp^uaLclvn!
zA|rNO^}F$WCnI*;a=aQ#|BgYn{*?ZmxeO8INdHdW#+Nm}8_#<3Hoj~-MoD<jz-v<w
z-ZO6@q8#D9=#|4gVIETxX_<$k9U;tjnfYYIo(O+8zOyGI_QY&tu=Mi`vNi=_JM$JI
z%8`DaJkxX4@5U3JJkxW_F+#$523(thaGrS!5#<Qy$(Vhi{M~rIlQH|kYK)9<odMRS
zAY5nOLPR;p^<4RTrMRA3jgb+qGr-yugzL;(h$#2CUMPRB64wi>F*3q+23VVdaGiMz
z5#=7&3+3-s;(B2<Mn<^K0Bchat}|~Tq8#BmnN`bVzZ*|?GOLyuj`0!3GuYY`gz?N<
zh$u%GPe$dr>UZNQPe$dr<rpF1JOi#xK{(I6g@|&I^HlYFwKz{L#|R1M8E|b1!g=N`
zM3f_(CwKNt_Pg<vCwKPDaEy;Ip260pAdF|;LPR;jc#`Fc>V7w#@FdF>wHu=&d}pAw
zDG1-0w-8Z|@SV)HDU`n(&vr7`rmz|#BV1>IwJ8YKnYR#8j&L2%4Npt-%0;gnF=6{D
zdgYnNoJg2^nJb8Aasn5XHi4ECSSR4XYlnB0?<0EUogt_yKLP3X&ciSXgSa>7-1_p?
zgU1~rWz}hy7VYKk%w2p2<kYgityvY^m!#I5*&~*repyG9)H6u@!6>O4fx|-O*Kia*
zkgjL;2R-xa`;@ux^K_zAzdJ>R^YGQ5Jl!|-JG1qnLg!|C6Vy*}S5@E7eku-r%x}lj
zD-WodnSA`o=#`hX2=J^{OSL>Yb@zyNxoDT4h;}*2nv!#`xVBYoHI!rn1fpY}%Scx|
z2B@4}XF%qQNaHRRC-yE)w5H`Gjz*w#sd|?Ss)s4=6Bo)C>%j`odmVO!zhcK)S!3@?
z8XioBK^poX5%x434%L1Cd$21>FtMEWvBwlT)X}vzaACwU;>e!X=u$Sk!cYB;G(1c}
z!+R4Xx5LeF8@q|C)6qEYhcJcDhh(^E5RJkZv|g0^-=QA(;ixR~y#><a*ZaG@&2Fyp
zjR^PN>IO;ZZ@0HVpd2L1Zv;0s@PPO^Pum*ncnd_X^Lq2uuJdZuve)_MB_M`%7b6L4
z)<XwtEC~;+z7!0wa$VSQ`%+=W$~B)D_4=UCi}ivK&yQ?%Ko`exVfbpJwp_55iBU~x
z=0*fB2A?gdV@^eDj<Zi5aXfJKH7c)G^95BJtM^{J2(6zXSKH#cbN=4l+jqWxbf>1>
z<Nn;aHBH9{aMA9!eiz2kUepWHXgq3-_l$OS>#I1J3|bGvXK@5$HRd=E$!J6?N?O6F
z6=V%Xy;eFN4_oOVNLxMly&JZs2{fOMTQF%V+7tb9eEx6WRh{!F7`8>fT;uAe1XYD|
zzI=4AeYYQuQb4D=mswEtK@bNAAvhMXTHor!a2RyM;r(D@TK%xrfJcL1g12cO)z><L
z`-Vf)Sba6kG!z`KuBL^_@5J#KPq<pjUi8b2vtQr`3KNQcx#*WG*sZeM@#*LoBN;`%
z96cfW<(Vh&0qLxIDi-~6e3o!zW(b)DRw#k5(k!sTYK)A`0?RL9wqJzn%wvcsN4P#`
zbieV8CmGZ8_ZB8r7$xC71Fua%c+b3rh;oGYWMu~(Qf)lv$;u9DH%3SJ&OmEZ5WX{S
zA)*}NJIT?&Rlpn1c#@-mTaFPD&NJZJ6om84TZkw}I8WAVGa2y4Q=Y8XW`<*Ygz*fv
zHU(ik^A;k?5ylfW6e0xPc)k-g6k;~UM%d0EYf})mGjAcH9AP`@-<b?}<M~edcV;-o
zM;OmwYf})$GjAcH9AP|pGbj4xiMQ`v_TKbxA`c7v3n;*9Sp9d=PX}=r^uxaS;esD$
zQst(6#eWv11N>3+%Zu5tUd2iYw!T4mFy}B|4N+h3Ow#?ne(TKohWe^(c5i*P)0urk
zM(nr>c;mZwGGfOq$4E;5ZmtaWAJV@wpCO_g>EFrQ__79g<5^GM#+Pl!C<*Twcx?*8
zd*&@flq0+s{c^a?%VTOHE&Ao!5yE_znNLRSi4b_>J9{!>Ps~OJOFz#bYf})mGjAcH
z9O>uDGd))UZ#?12Gd;H)BP5(>z_lp|=b5(<QI2q)jM*1T;Em@y$*Ejejgb+qGr-yu
zgzL;(h$siSo-2W`6xVaBF*3q+23VVdaGiMz5#=7&3nlPX;(B2<Mn<^K0Bchat}|~T
zqTJ(pp#;84TraG~$OzXNU~LM*b>=NZlp|axvuc?Pc;o3#X4NvoF+Re023wngFrIk}
z5#<Qu$*4S60dG9z$*4TH93v#0XTY^72<Mr%5K%62o~nSa7U!wu7$M<21FlU$IM2L=
zh;oGU<j$VSfH$7<<j$TMj`0!3GuYY`gz?N<h$u%GPqJK59q`5zo@BYAc4Kse?+mmy
z1>rmM79z?KzLU8&g%Wt<*-qx#6jozogzF5jHU;52^A;k?5w7F8;c1C}x#*W8CTu@N
zzdZAp6U*^Mzq}s)Ywh}N*_O|UZmsB-8;NCqE8M!-nFPJ3!G758cOe&q{`-Sbyv|Nn
zG~ZG4ZM8MuMZX;I{I}#n*FH)8a+;Ss<BjL7mUek~s;&{;a?vdZbyV-HcS#FEBS)6~
zT*Jg$WOP?^uFxzmZ!t}?0Rhn~M<L9rEL<w>mgtp>Uikts>zuRmRju=C)$-Q)=EXYK
zdDVr2*Llra<?Fo0auV2i^<}iM^U5`%*!lLk>ezX$`Cst5CVJ(28^%-1#Hc1Tb0dPI
zjqNlX!NY(bNBe`+-)L{PH`*J1G@1;9Ug*cuVVL-b!@%c~7025v4?Z58<t0>CYJHu`
ztJQoF&2rH!$LH5VmRmH-HC^h}#YMARG|TbATXSW7VLxN4W6>-Z&2j}g(JZf{o@kcm
zo{>C?+7<YaB%0;g9eJ1LMz(Y^^Q%z*UZt5|h1D1tnfaAp!fd|?*O|u<QI5>~B3aVQ
zy5EgwJjs$?wjHA+yl3FGDG2YGw-8Z|@V@4)UgJ4WR&&s~0T><OI|HpvLHN$Rg@|&5
z?<6k+e~r?3#*@4Z+;WVNaGn9zrXZYW-a<q<!g;brn@N8+p7LakHZvUKBaCOTwJ8YW
znYR#8jxe4mpb+uz#`B#hpb)b$Ho|rWS(}2eop}op<p|qJ|IVbp8_##rzca%zKEikg
zTbqI~o_Pxq<p|@+n>o=e7tL}5b$JV~9pM<)$%q|S{%(BtPDbpw<rpF9-&rSRQ;`0h
zc?%KcNdHdW#+P-!8_#<3Hoj~-MoD<jz-v<w-ZO6@q8#D9XqJm+Im0(82=j?E)B-*8
z=f+%HGGb4}zZ>7#lM#DjHpWK!c?7BTr?8#53=!o>KTn?Nx$<}82~VEsx#buk;XDJb
zO+h%%yoHEzg!5#~zEJ;eJl`{`JCJsvQ&^3W5w0`9+7yKA%v*>k2f3cBf3FnRbE`2j
z!gU5%n}Tqic?%Kc9@h)??^WV@VKqiZxXu7;QxL8*Zy}=G<9ea~y-Hj!tj5R)*BM}K
z3c_{fEku+fTqm<?ne=z#=}u<VGQ%-G!gvN-n}RT&c?%Kc2;<49JXij1Jmtx#JhvPp
zB%Ei!wJ8YanYR#8E^?kKf3FtjspS|U;XDJbO+h%%yoHEzg!AOio=JZ<p7P|*o*9nu
z5ymsv+7yKG%v*>kM;K4CTv6@s#uJ`oxuSMsbcF8=v^E9dJM$JI$`QVkxi*FRcjMVk
z=GqiiV`PNu46rr@;X3mcBFYi2<GJB!iDtQImLn!?KSi@V^O$IsAB4}w@l$^=9YyJR
zkfvS(X-!aX1ewe=?;L>@UUj?=(lAN=y*My?em9MJPkV!~_jIe+|JC~a&!*vFst-h3
zFIG8SosPzFKZF;0Ab&PWgJ=}SNqu$NM%8!GEZ;P45&dn{FI#Q>?JS%UO`B+nW;vkd
z+fx(f9v@7CI2Qyq*PGQ+E#E(7=ZJ2(=$4;|ZaJB|VX}i4%H^}$3>VqJfM}QJm#T`}
ze|6t0+U25MF52a}9JaZLc-}I)*m>m|f$V(yT&3*1*8DGcT@&r{JXp)bs3tUXBZANW
z{?gjzqh64j@EvQXJoI>IQ7#|H50zwmD@t0ys1;1p@j;MAy;eFN4_oOVNLxMly&JZs
zN!W*9TQFTJ+7sn+d{z|Y@-H9VYu`DX#D-j=Tz+?yhVdvEw!cZEVf#)TkI^@xT#gss
z{7U?izKC+U=Y8Zq8I65WE>{o~<?=crigJ1G8Bs3RuE0km$(gR*k#}isWK$&bzX}cT
zRhs`*SdEd9`Cs`Z%=U|Lop}rq<;eUmk}JKe{@r-SlU(U#+c8SQdj?*cg7BVs3lZfA
z@5!1DssP@2&XYAA)NYK9@STCyrXYN0-a<q<!uQ&@_>E^g$<83k<;i%GCZGFXGpHWF
zAe?8ubByz3r8W})Z#?D6N^NF1#z%U223wngFrIk}5#>lPPjpa-1bE~5PIOR+*%%vP
zJA<rELD<f`g@|&5?WBKa0^p73JL%t<;TRubJcF%GK^V`xg@|&5@#M{%D3^<Jxq-U8
zh1ZU7jO%2?j_ZFnzI!JlcHDA|ko51Yld>sD|IWOHh;pQVCvW4+>feoLJ$V~nwjHA+
zyl3FGDG2YGw-8Z|@LrV5VTEiSQxj>KYpWe0%y*gjWW=6GfH%IgCnNU6Y-F(X^9-^!
z1z|h$79z@#ex5wjbN%ne6P`TNbIUP8!g&T<n}Tqjc?%Kc2<OR|eW3x~c)pWt%7xV!
z8R0qutW80<&b)<)a**q}2KY*GJ+~SoBV1>IwJ8YKnYR#8?s2`)0AD4p7gl3rgzF5j
zHU;52^A;k?J+2oT;H$*-!fK3+aGe3xrXXBr-a<q<!gVsMmI;72p6+B;Ei)YBBaCOT
zwJ8YWnYR#8jxe5#%5(ki##5e*%5%#xLc)0lT$_S$o_Pxq<s#>){`YEeo?4C(63#Q=
z+7yKI%v*>kM>tRJ?3n;~<0((>?3v*hA7MO$txZ7~&%A|*a)j|D%N11sZ#>~imMdyE
zMo0M0Kx<PFzB6wjq8#BnnQK#MfH$7)WUftNHAY6b&H!su5Uw+CA)*}NI-VPzmME8t
zayeqc_EVJ0GmlkB7uKs}Uz)^WnjTH!NU7b_*L%@P@h@{N@k~GbqSDFK`r+#Y9C+>U
zuJV0Exx6zB$DJo2;@)`}CSefw2Ax}9-g@x3^Ee!#@KvW>TC|tDGk38lO6Sh%N1$*&
z3ZEtE(J<^xg5J|$KkRoq`-7f;v%R^|7ESdTfQipCCfz4O(u+vBgwI5|9NhYkh)>(S
zpc@Q3!>HRiys`7`&bB{JmXntDqtRp-^g=(L4#UJh90op1S&CP})e<h>J6+$1ZuxTH
z>I~9@p+V4t*^nfIAPzhIanBaCwB2`R+YQs6Iw<eWvGmFs3g>xe+prW6e?MFNzUHsJ
zjkwS1oW&yfgqyLm-X%|oLfihW!M^&BywS;6SICynY%;sBK><-M7uE9ihQGa+D;;~)
zdcXxnmytsD&ZglZ$P}x)U-n#7qmk@gosPzFKZI#}s`p5PXcWdtCK~?^CE{E$Wdm>z
z5$@FsSYuW1YCjAoN%)<=*}mT109Wj8-_YdGYrq##Eid4Kepw0zSh+6jxP7UxV&$4o
zjCy_0=f!$Kh~FI~gYGZ~$<}uFW`A!pFs58SNQeGb`&xU`-|5}JE6N9PKL$9D(ovlF
z8||(3w!al_>~wqAZkYYvpTv6nV3fwt^e*ha-P;Xr?u0w0!kbC=dw&x)`C+%Wy}P@O
zk4PV;;Q`!srJ+9vlBeNN9e!&|1DJ4mnHbfCW^P3AV(=%+tCoLn&gdAsm_3WjK=l<W
zuU7NrRr7oG-fI`(q|UIe7|-(jy}P&XeEsN7O}oeaxpONM8V5=7-zh!u2!!3E@u)T4
zGZM+Iui{`bXgv&{#Sx6onBzPo;}4=(u7%rc^vCr$4G2*i$Nh{ru4a#;N!T~Ft7WQh
zkK?edqjhBJeO%e9(gXiuJRSA#j`pBa8};y-@RQo=x5uM?qyS(V{$XuRXx!BKQEi<&
z-v`6Rl|->TAId8bA&TV&IQhp+VzPY83;u!+Ug!NMaC;eJ_j|#AqJ@!=>96}wqJB6^
zflm2l^9S(TNYxsK&}qhD4{kU8>7)-`C|+6L^`9I>NfM3r{qS%yj#GaKBbF6g2jhd#
zKN$DbfQRt_**7|v+4qY7WD>+_6b${nC>-|5UenPufty}<ixB#gAcgk`BiwpfYm*<s
z&w5vLBvC9cI%!cXuOpx+mgk<4EQ;C{_;@6_(zQGA=H8LHAY|TGq5Zu|^S%nJF)}jm
zE5C%<ei5!Sk0GKQ;X28YURM2XJmX1@^s?<3CE+~-uT4RC&%A|*a)kF}EeBQpZanA7
zS`KPAMo0M0Kx<PFzB6wjq8#Bn$;!ZWzZ=hZl9hp5ju8^hGvL}3g!9Z>h$u%mUpHx|
z@suYkwAu7OjE^v$!PcfAjA!0LL^;BEqJIL!!D$kW=R46qA!cK2gzXHnHU(ij^A;k?
z5w?^5oe6(8p6{f8XNF^Zgz*fvHU(ik^A;k?5yq1@bD~%-isc6C@)lk@!ZEIs5j(E?
z-T3aEjM#C@F+$S6vrfvUApJY@79z@#{++yyFROkxp7rEyeA#x4lJK5^*QOx6XWl|Y
zIl_BUEQbYIc}z{DWv;DugfQP_=93Y7BK_U?&Yq0e6SI-Q($6!<+7yKC%v*>kNBVj4
zOwV<{8&7!hOwTRH2npvIaBT|0dFCxdlp~xcWA=sicjNh<S>1sQT%E#djEr!d0oJA<
zTxZ@wL^;UyT>E>axSm^$krA#lz}ggq>&#n-DEGKtXn(H~*9)sLGQxERSet@yop}op
z<sR1y?eA6MdSNw2M!3!ZYf})eGjAcH9N{{dRm+6G8&7vKtCks#@e#%|*xD3?@yuI@
zC`TAiM&-HgcjGBfM&-HX7$M<21FlU$IM2L=h;othRQG$eI8QCd2npvIaBT|0dFCxd
zlp~xcclJ#9yYZAKclOM1jE^v$!PcfAjA!0LL^;BElI4mje>a}+B+C`G8>1t9XP~ty
z2;Z5v5K)fsoy@f<w7(nAb~4wduo@#HTxWo_DG1k@w-8Z|a2?MLPfHZbMX?+)Vf!hH
z<(bDsvHT!>1~T2EST2g?A<+^Ct-Y<As50K}cR_|y|DCXsbk?Y-yo<`aQnNojoQYyN
zFzs(<rJ7Gnu^clmW`y><)zT~PpQdL-tz6W~K^yh?)ym1rX_Yjz&?+x&FdSrq0isln
z8lqmsEq^AJeXh{R^}NOM!``Jy9BKjLXavH89!Pax;Bwsy1&Z~+ga?Y-7gWsfx!&_?
zg^Rr_W#wWeyZavON|H$|r*14t<)TzRNBkN)a&H+G?7VV~9Cp5at}b?7YyKC!u8C54
zE-SxGjA}wNHzIgN@>8t_?Z?snAO$h@O)ZrkjX*=a2Xe4V$<>F2vp&mhd#s)E(Bq-2
z^~UpRHD5%n{AfK>w=T(`x62L#KclO?t7hYCL>Sxr^db4F5PQ~w-nR}T)ZDF>^VYTQ
zMWZl?qu*<lcGKt_mGJCvrrxLZ2hX;&vky@#pCf55YUQF<ew<gUhJ!EsL)6MWPt?kb
z&PmkD>nJE{<+*1hgQ9i?J|an;bnTA(2KP+T{T|+A<z>EgW^ARtDtjuauXZ*K57YY1
zSEr+K+z(;xq7MUlX#ls#aZ+C$QBLN36}sQ6H0P_Z8Y6L>8x!HWa6PVPiyK@g`O(XY
z-;HNH$&X&PU3iZd^J9NXAJ1Heh;n4ECt1fqRlgh0d9sd!+KthXex8BWrXYN0-a<q<
z!grF9fopy@p7A6j1GgL_B%Ei!wJ8YanYR#8j&Po=&W6YTUXYrTZ9L`4>TG5>#zz>>
zU~5wl#xrjrq8wp-^+dhK^POm)sELOrLKquiJA<rELD<f`g@|&5?WBKa6Qdf>chbKz
z!!bU>cm`XWf-s(W3lZfA<H?&jQ7ad<aszdF3$GpF7}v>&9oPJBeD_X9?6~C^A?e>)
zCuLKR{+)RX5#>n#PTt0s6~7zLdh#~DY&%9tc+bFVQxM)WZy}-_;k~Gp!=%YPrY6!d
z|4utXnC~+4$%s9X{ce0`Pe$yC*~nn&=NV*e3c_~gEku+f{XBW5=bGP*Cp>wk=ayrH
zg!2rzHU;54^A;k?5zdn_`$G4-@qEv$7Pay;8BfyWbN_1w(c>3{>&$l!b3NDnUMa5U
zR%2wOUuS@|DG1k@w-8b8_3MT1_bPF{uo@#HTxWo_DG1k@w-8b8alO#}UL~#<R%2v@
z>kP0q1>rjL79z?Ku9I1{O!T|)bSJZFnc)~8VLXGaO+gsXyoHEzgz;olo@;(Lp7LZ=
zo?DI)63#Q=+7yKI%v*>k7dcNgzgLU%)N+iFaGn9zrXZYW-a<q<!g+FM&qTi)PkC}@
z&kV=-2;&)SZ3@D8<}E~&BaA0muBhsF;|Wi)Tv59*I>L7bTAPCKop}op<p|%&T$@7o
zyYXx%b8QN%F*3q+23VVdaGiMz5#<Qi@!asVM6F!Z$`KQ`pQ2Wtd8|UZus#7cmnW>R
z_o5SJUrxg$_4nc+QyxFBExV``GU4AfZ=HYxuN~f1zK^Jti(0v;mG2LF{>}C#$nhD<
zh>p4&I_jcU4uJkgr=`iwQkr3Bvs!xPd#CFgQ7jk5@)J=kCvS8z))kuNGn)((*`R=^
zmWyh6d&A$}%ax8rwOmxoMYY_&-rWm!`#W88(R_E147x*qvwd9)b8l^TZ}#^#1GDw=
zK|1ue+Sl5f{!Z@(UQs@X`!VRwjnYw^fTZ_Ud)wa%H+H(cYd6e(?@!`1J(|R$G=`>k
zVfXFcZg6ua+%Xm21UWr_6E^u_x3|5!yNwSbAEw~}XoIJrKbRA&(^f72G+k1)e2kg*
z?e{RAC^Q9`GNAhT75Fb7$H=RfzKCAA=#}HMYe`-m70!<)Vc(!;j&Azz!Z_MHGWDwE
z*uQ*qul>b%I_lpY?Sb~>sE1dCpJa!680`<z!U$FU_IT8f(r7#~4gavVCe$`{=17r$
z9}E{)61{TKD?iT5RfDV-{vmqhqE`-}%e#8fE3c!V=#}T5ksONJ6>QK)y%0R-y`eV1
z3qiay&RmwW>wG^9CrS8S{cFt&`*D<nX&PoP81*6a3&u-XQ~LjTdl%qAWe{|SVSR(E
zOlbC0Qh$n~S6*De$*eEYE0+vQaJk4Y7EVmVI32E&4C!Uf@5aybBpK4nwqxjz^FShf
zyzXkHk0<vX<YMxor(c~8@5xFIs{7q|&XbiK)NbKB1M6`L!guC1M3f`5yGc$4uKL}0
z#*>^3+;WVN^zjV1HU;54^A;k?5zdn-J52Vw@sua)vzg%-A7MO$txZ7~&%A|*a)j|j
z{e%dAH=gfA{e+l}u@Sa2$l4Ty?aW(<C`Z^%`gb-*zVUn~{W~)p<0Fh`u(c@&<C(V*
zQI0U4<YN%Ma?vX{P#3*&?Fh%XPDbpw>UZP2cQRtfEyoB+|IRuon}YQ3%v*>kNBVd2
zHomO+-FViMxAA4$F-pRF240(j@Sb@K5#<Q)MXwwtSmZG^k(PNl+7ZHhmzhsS?1}Jq
z<2!pYVo%IQ21`HBAZt?)wli-bq8#bx$um7y{cb$r$um8-93v#0XTY^72<Mr%5K)eB
zo{ZUxUb&3f8>q{ey>^7dT+fxi8{fB+m2(HV)fgG+*IDOeQ;>e0c?%KcUcX)_f3FhP
z3#&0Q!gU5%n}Tqic?%Kc9@h)y?^WV@VKqiZxXu7;QxL8*Zy}-_;X0XB%VfVBPj@n_
zmKl!m5ymsv+7yKG%v*>kM;K2=<+<v2<0(%@<+<e;A>lj&u1!HW&%A|*a*^{?^?S8A
zPc6p?3FjGbZ3@D9<}E~&Bb+C9_DuG>@suZb_RMgMk1(FW)}|ngXWl|YIl_37<%;Tl
zH=gh$%N4a7qa%E0ptUIo-<h`%QI7DP%(W?$zZ=hX^8UTB8Y3fIXMnXS2-lgn5K)eB
z9nTF<OZ3V`uN*O9`zd<mna7++lr4JY_3&S7*Kf<Vd`6^dpN!+Dorhr(261oDx%K6(
z2ah{MNvhK>E!x9Nad8Y$xJH$*PCrUge-u7T(xYM6nFPJ3!G759c0?7t9$@0Lj7s+{
zNV$a1M6Vp&`q#v#?OxCghMi&5?Hu0N`F3a9A1BL6O8e0Wgfn}gA5Vv2;vWtJzsSsl
z*TK~iEAO46V??QZIaqZD>A}#z=fP||K>8>SJN<Fb7Ou42cV^oS)1Epg@5iz9${I@M
zd1u?O2oQfiTl~J}uf2_+&+44TBKZVWr?cKAEwoC0UFz!^?5qFCNDuI>kSXWCo62k;
zKs3rxKh&$Z-B-as19Dyj1B-=+y-SlAl)FHBI2xs4>_KQRz<;ETh0?@&P{Q+GhaKS$
zq2+nClEvPYvSzW8AA1jWC5a@K(=`^2a?vQCBYSNwBA&O5{&imYjWj$=LB)F$WVpl4
za68{%zWi`h*7M%l@OQ8GcYB*%6!b3dQ!e9m?X7N*g#LDWYeUP4-w1AOn5tKe>|QQ4
zzPp{r`n~-)NmGy#2Ssq$Q8dcuMFg)%?Q}_v@+11<?s$9U;l_hARX}x>6s_{{L6Anh
zRyrOJTj?N3TfJb^>V~ap687QO7EF)=eeLyZ)S~rO983nShvBn0O2cGkECl?FuJ*1P
z@4rR{Jj_oYlAj9Q?c3uxY~MPJ5>u;M%v;yG7mZ*@CHg&>o=bGk(Fo5DXPW)A{@~e`
zcJ^_1l$t$$ws;TGDxcL*zuON-X|xxq`x*WB(@H-ox%CG@92|sj=Yz4Yulg_?2HkLY
zKbV+StHGpNeKZIrc&qkN?Xe#njnd%IG*(}Y>C9JG`zDQs?K^Qi#uKiFq^|Zr-|v~D
z<{xHUAuqrDFG%MzNvxl2z#{zVI4@RT)(PQ**LnX5+*QPZvEzdOL`xze(_i<WL>jee
z6e1LV0Kbh?tswx^kHg+L?)%e8KY$CMY35!3$w8DP(P-Zf4=3X|^@lK4S+R96J_!AT
zabFE}%<dZ<%<Ox`e=-T;Gzx}35NX&adre2`679o7L+DQeko}EExb?FCWHj~<;b*<8
zInqb^*Xc-|!u|-Pg8TlnARZ~J_lChf?rdrw`vYAq2^zEuku4|p()e`r3^CrKRgRwU
zB!8lI1wJGRp-+j>?5Tu}`ltiu7m(B8JsIySRKHhg##doAdg?egCc<^$dR)&vH#Cb$
zcJ#8|cjFmPvZI%67v5{`KF|N8k7wRPM4jAC`%CTP$tn)2`Q3QVlT{qlZj6rf^9-~$
z1>rmM79z?KzLR_mT=Bc{j3@aRxaAlj;XDJbO+h%%yoHEzg!5!=Hk15rJmtySY-Tvd
zM;OmwYf})$GjAcH9AP|BJ|UvtjpsX2J|SjfY=rF$vNi=_JM$JI$`Q7c{+&sFH=ggL
ze`khce1!1~wl)P}Jo6SJ$`QtsH*>{`n8wpRv$_N8cwl)2&a1)52-g{4Z3@D5<}E~&
zBU~pVc3knh@q8yEcHDA|kZ_&>*QOwxXWl|YIl_7JHomO)-FViMxAA4$F-pRF240(j
z@Sb@K5#<Q)MXMYpHRdrjk(T*)+7ZHhmzhsS?1|`i<2!pYVo%IQ21`HBAZt?)wli-b
zq8#bx$um7y{BAtq$um8-93v#0XTY^72<Mr%5K)eBo{ZUxR=H@E8>q|5Iqe9Cxt^<j
zH@<Ht@8?9TJo()JnsrCVFG#=6eCICL3)Syc;(B2<Mn>-88DMP+!gb~?M3j5?@P+F4
zDsjEA8Y3fIXMnXS2-lgn5K)eBoy@9blHZM|JDF9>49EBg;~8vi3c`5iEku+fj3=Y=
zT=Bc{lqaL|+;WVNaGn9zrXZYW-a<sV$a$*xy;_{7mScp3^9;B)1>rpN79z?K&XYTP
zCi&fX%9A^LW;n)27|&p9QxL{8Zy}-_VLZulMWq88Pk55$irS6Q5xz6f+7yKE%v*>k
zNBB<W+7znajb}S~|6W*)krA#lz}ggq>&#n-C`Y)C=Z2>xTIHfuj+n6h6s_{iV-@0s
z^$D=KKw*8o7o8~kGN`bm{+^N#dIn<K=e1=QLC8@3yXLJEaNxDWyUO?R2h&lMW_zB6
zea`4TLBTQq%lG`CwC8uzsQ0ut2zyVriv3@$-~V({_~&+(zKB-&rtyfVsEdlaQj2f*
zyKsTfe<!R6o;BJ;oQYOB#OB*sspb>XDrYj4845gawe-sOPuV%5SuUF8>UQk8HOtA|
z4U=oA&@G?cX2{3}21L6Y1u;dt9PyD7L1OjHpf!Q>TmI!ltM!e&dggeA%eL2vSYMrv
zKt?izse3*o!A%3uvsK!sN;>`>^?`p&iCiPXy?PmIY|opgXPsACAZ(r2dv}lwy2D%=
zduzLUv%j|)<lD`c%LnNYguJhTkoQjSMh-x%_CZ<4d)wa%H+H(cYcn$5?@!_s1TW)J
z8pBa{p~3CmZg6ua+`-21vtITdYb+^kkJUxHyohXdKo`exVfbpJwp_55iBSzB=MoM1
zxIr%!O7~sMzDJ|UFzA6atWtILA@QYOPKkBg{SbTk1%asu<=3jbTFsYN&F|HFuU&-G
zJCh$m)y4BYfA8+?J6}J#Q`7Eof9~9xrb>1k1je<ha@5m0-mUST5lk-0jGN;;BofZ8
zC~1LCd5|?E`sHmci=H`1^vexkenbFM$jmEc@H>YS)ab5P8W;U?(J#j<;c+i@C$%4n
zYKwlk=$9)@oq=2G`j;@xezSABFF{1VJiq2hPDSksd_0ycEZQA;m-eDx)t(OT$t<u!
z34E1iffZI`WMmdtehIVvB3x%4Lqs_;3yfq;FKd7|p7A7Odf9f2lJK5^*QOx6XWl|Y
zIl_CgvV-b?H=grkWe2qzqa%E0ptUIo-<h`%QI7DPyvye*;EiWI$<e?q#|R1M8E|b1
z!g=N`M3f_(C+oGD40z)yPu6QQ!!bU>cm`XWf-s(W3lZfA<B1vy5dv>K--#LuF&kqe
zY-f<QDG1w{w-8Z|u$}bpOa{F1d?)=oGaTb1jAyX5DG1}4w-8Z|FrK`bE0n++Pj`}^
zp|BbwBV1>IwJ8YKnYR#8j&Plf*l`u`#`B$w*m27-Lc)0lT$_S$o_Pxq<p}4=+xYT=
zhsLv>yp1p0j!_ccGw|9Jg!jx_h$u&RFZ$)MLMo4`iL}hM)s7J6yUcttVo!v?8{gTJ
z5qn}bGFbX~23ebeu$_4e5#>lfPoC+y3V7oQPoC+y<rpF1JOi#xK{(I6g@|&5^JL6k
z^vgxR+(2Dc&S^(D%yrQ(_x8QZ-kTmSv}YIj7f^uoX!`G>pAO<M=!bpt!v#N1lkp^l
z>`?meivKK12l%7tmlxS;sxq3@uaR$RLgQ0kC0i(gH~v1Jyo)ca#;dU0!<#FD{fFGc
zGoK-%+`ES_l)zVs>xI=A8R0qutW80<&b)<)a)j$-RxOhOZ#><}tXgI`#zz>>U~5wl
z#xrjrq8wp78I|WM;Eks|8I|XjV}ykB47fH0;XLyeBFaV1Qx)*l;ykq+BP5(>z_lp|
z=b5(<QI2q)+}Sf3@WxY~+}Sh3F+Re023wngFrIk}5#<QuNtP?B1KxPTlPp)%Zj6rb
zoq^V-Abe-uLPR;jcQV(ePy%l}+sQk*!fK3+aGe3xrXXBr-a<q<!gV}1JT1{L7yWX?
zgzcy3muDVpw#o$)+p3?2B>Ls`@E84Z(J%k<)`Q0#qT|)+M@j0B!e>c(Gz>eFpr>@b
z``ym|py%IgZ-OYF0aO#UxHHqlG8;8|(Ju$o1g9s_J)O`|8@w8?mV$Y7>h2K@bI~wA
z5e@UItSN<xdDT`!Nj5+rI_9~Ibj4$US`%=_J4coVc#Fk}J-#Bq10nAVT+Dl+e6b#^
z@VwVyNBF~Meb1|vHTJHg;Q^=zr=dRxlBeNtsHAw`gI!62iRHA9J@&w%jxIXpqGP_d
zfgL)2E~Al+b-fy~?0oxN)$F|1{4aQ2s~4}Ir&+%s#Pb#E|4?<zH`8zgx8Qyp?GMs9
zI_CS~D2#()^n1M69(%_e0(eoZzFOtgYQBh)`O$jzFkF&IZ<iegenwY&SIx%P$aA#$
z=|l2UA(5@c#BUu&xaRQV`das*Q5eM0@3n%vX|!54nkbZ;dY{%en{5##bK@ydGEc*J
z6b#!+y#04!9PJ$$&wNygp>NV?*uE3TV^n#shNQ0cAP&<Mn=`E{^5pc%e|x!K(4I3%
z+%uNoPse%f`m#<27g&puxhR<{42qI@9TP>#Jok)bSJbY+M<vO}qTPYrpCfZb$b7Iu
z6MU8CgB4a|WR7!VB3u`)$Mq8?&LrLM>$lE~r`A_xBM|k~PA4A=8Rsvnfj6G<BzJn*
zcHw<~%W~W=(#JE;A)*}V<H;HistDeA&XYAB)NYK9^z#g~HU;53^A;k?5x$db4O|br
z@r)<g8o1>cA>lj&u1!HW&%A|*a)k3_<u(%pZ#?D6%57#i#zz>>U~5wl#xrjrq8wp7
z(M2JW;Em@y(M2I<V{C-&46-%_VLS5{BFYiAlm49vf;XP;q<?3IV|;}147N4}VLbB|
zBFYiQlQ(mPCV1oNPBJwVR%2v@>kP0q1>rjL79z?Ku9Fcvt_R+DzLOC<ZaGFsIM0A<
zQxMKGZy}-_;XHX8UseNeJnPBZ__FO7CE+~-uT4RC&%A|*a)kGyWDW}*@|c=P%ltd-
z2w}d<%qJuEL=wF5ojn<`CuSpqrJrYzwJ8YOnYR#8j`Z{7nV#!`H=gk1nVwsY5faWb
z;Mx>~^UPa_C`UL?#_UDOT$IcW)Me$Ic7(%R7bSC1GSA2^Tz8!7g(i68@8ik4_`+(u
z3d=pb>7DIA<Q|^+3=!qtJ$#`FzDis#tj5R)*BM}K3c_{fEku+fTqm<?nIL%M=}u<V
zGQ%-G!gvN-n}RT&c?%Kc2;<49Jl6wnJmtx#JhvPpB%Ei!wJ8YanYR#8E^?mgfv*<l
zspS|U;XDJbO+h%%yoHEzg!AOio(Y0Cp7P|*o*9nu5ymsv+7yKG%v*>kM;K4CTv2VQ
z#uJ`oxuSMsbcF8=v^E9dJM$JI$`QVkxi*C+c;nel-pLhKV`PNu46rr@;X3mcBFYi2
z<GJB!iITY}nIk4_KSjwr^H_z1VSPesE>l=v??ord7A5m~_=}RcsB(*v`Bu1f6BXOr
z{VrU(^xu6V-uz@7KkYmW6VR0F4LY~n@|h@^L%h2r+U;J@4Thaz)a@MJ*!gy6+aD*(
z$xQpv2xN16p&w6&Vd5VS1Aj)W(!k4GEh+QAJAMC%miclZ>kQI^p+V7u*{~#oAPzhI
zanBaKwB2`R+YM8#?}raqnE_aOWeo-Nyt8ds5{SQ_Eq-6~*WO0#XLZhEk$j%<ytCdV
zEfP(BUFz!^?5qDO^CuKy=9Qbxu56G%)XY&}*Q<CGP-2v#W-e;x3#6_Mu{>|S=5=1J
zTKqcS{6XB0`+jefj^YF)qPN=H{#LlL)9qcmk=HR_-k-#vpgM_1Y3y&dciWr(c5gSh
zxfAY`YrYBMP5vg-@xyL!dv|vm9}Dt|ON!lNeNi*t+YF2|ssp+>jtj$A8@1(vwM>j^
zgy!e!%VXE~C+Tu(<|JdrF?K=3<+{L3KTKVt^%W|wR`W#^%tgUG8OIN!{Xtq1Tu06G
zqe<8|=&6>i)=KJ31-n|HU5RCXF`kb4cSn0+9FBT;m+_NI(QH-y_IT8f(r7#~2K=zL
zCe$`{=7^JjAK?A-oJxliRO$X{?a}V`!%-UTMd9MA4}v&22th9#)$8k9eHaddZaBOj
zOw6f#SZlzeK`=r0Rcnqb_dPlqrNN<TtiBqHU3E24FgISzKV}k@<y&6x7kmH{1#?j_
zSI`p$^Ev{Gf_d&4$*QPb!G?X#!yABe-WzHIj40uqapp3-x%bZZ!*G&>-_^h9ys#ff
zNtmXgYH!Wchk*9hV05ea%iFs!2w>o@I}Ga^TxCMDr;_?pJRMbIG7qfK0$-(hV1?C)
z7nuiEaLDqTaGf~}5#`7{Fp@L9tODM6#*>`sW!o`I!g~f@n}YD3c?%Kc2=B?-4ypv+
zc+Qix9n@}&j_{p<)}|nQXWl|YIl_06rGe{!H=gk%O9QtYBP5(>z_lp|=b5(<QI2q)
ztk`Bk;Eks|S+UIw$M^{28EkC|!g%H_M3f_pCweGE3cT@rCweHvY>bVtok7;7AZ%ye
zLPR;jcGAByA@IiYo%HX_aEy;Ip260pAdF|;LPR;jc=Beh&;oBf-ARUq!fK3+aGe3x
zrXXBr-a<q<!gVrY$92FP&v!Cn$1TSQ3FjGbZ3@D9<}E~&Bb+C1<I5`Gjb}Z18(+2^
zqa?g%;I%0T@0qs{QI7C_-V)o!6F)P)1B>@NGmG~zPQrW!Uz>t3pLq)r<p}f1h&@@@
z*m%y95qn}b#zxrAAZt?)wli-bq8wp6d8X$&;Eg9dd8X%<V}ykB47fH0;XLyeBFYiY
zlQDZyFc$@L19ed~){bzP>!M&T3g#Kvh3k%Uz0d-0{Czxm7hhP7S7Et_H@&m{hup(6
zpCO{$yN55dz*mXuh1D1t;W`7XO+mQMyoHEzgzIEhEfWH7Jl)BxT4p%LM;OmwYf})$
zGjAcH9AP{emFGI(ji)>rmFJdYgoN`9xHbjhJo6SJ%0<po9q`rSJhdDnB%Ei!wJ8Ya
znYR#8j&Ppb*)t*V##5f$*)zj2KEikgTbqI~o_Pxq<p|?RmMf|R-gv^3ELYTSjE?Y~
zf!3xVd}rQ5L^;BDGS{Zi0&hIq$ve5iYK)9<odMRSAY5nOLPR;jbv!pbEm1HR1#`rN
z?WZW1XCAANEv!#IFAC<$X&<CvlKOi}tmql29{b--qu$frAnZNe%7hHgf`q}VTFBrW
zfhAtGywgeHPmaXCih?;x6`ld1x9o3gR=YJx$Dj$jKj`^4+nXDpg!qT9d7XJme1@8D
zoqhzYABE47^k^8O8hXD=Fk{fwM4yR*IRxi#W@&#i3g%=%q`|<7X_xm;(=(!4E~@29
zC+fLX%S$V#3%&Bv2E#!%7$8dJD1s?U<%o}z$Pec_!1-;uw~YL8b~CSJ&|Xn@m&MLC
zy2#$u>1Z7HLDUr_y2qe78jZBxsS=8RhweXDKp8t3M7Z}>H%LN%yS=s1hJXAU!Ho^9
zgP&K892*FIU)Pm(w{P@tBYuif`QD7<mVyB~urBPleW|cw<(f~7dVSF6#d<-A=WEda
zp(>TP>7~Ml$3xAaXfzoHz0i-R!!Yq78;;Kx${%m9JnDEcVakB{bt<n`^95BItM^{J
z2(6zX*Q?^%bN=4l+jqWxbf>1><Nn;aHBH9{K^pd3T17eP1xl{EHQqB?*{!eQU@~Yu
z44=gjjIfyFJS4)-tte>)qgIeL6!lu^csy*SgCK47;P-CWnkLYEI&Q%vsc291%JJD%
z^vadS_Z`tIAI%~{^vcUuG|?*ukG$(YIf#-Z8twao@j>VxjQgsWGrl5Qql3vfPW>T_
zj^WlT{*y@%r%^EU_o8sv$KPSE=}29o{q$%O`jY^pf8!Buz3e|3jr~LTS?_9&^pXBm
z^vabxR$1QobYFUiUb&%*=ZRjqb_G5pNhSvE4t$nyWF`oi^;IZ;uhOiq!fK3+%=*eN
zVYXj{>&#<_C`Y(XGNhL^zZ=hZk|DipJ4Q)(&%kR_5Z*IyA)*}NJz2>?b-x?Wd9sp&
z+Ktf>zBAC;6ol{0TZkw}_)c;%aMka|GoIvR;Fe>Ag!2rzHU;54^A;k?5zdqK*-ZAk
z@sua)vzg%-A7MO$txZ7~&%A|*a)j|@svZ&kZam+K`Ux=`V<T*5khLiY+nKizQI4>k
z^zTgeyYYM{{W~)p<0Fh`u(c@&<C(V*QI0U4yqPPMzZ*|?l8>RV8Y3fIXMnXS2-lgn
z5K)eBos8IV)$hjhos8IV%P~U2c?MjYf^eRB3lZfA=gHgnvgUW=Sx?@^mu<%=3GW$r
zZ3@DB<}E~&BfJ;Aa#$gi$J9hx=GtmU2=iTLJ{hqmc`h2?*^?1_Vm2~Z`gsOfn}V>N
zc?%KcNIy@W>G@*j#uJ`A({sx)Lc)0lT$_S$o_Pxq<p}4=n7!zgi(a{bx~!bjj&PXk
zqE{|@<r&$9>yC51Q2uWGeLQ&=Us#P-VY!Dly|ev?+`}`UA)?&7hcA@BSBdL|)fgG!
zIs>dtLAcJmg@|&5>tt3fll^Wy-N~$4W;n)27|&p9QxL{8Zy}-_VLTa?=c?b0r#u;z
z=ayrHg!2rzHU;54^A;k?Mb1;z@73ZwwHzZPoM*tbDG2A8w-8Z|aGu=RGuiLPQ=Z(}
zGs7`H!gvN-n}RT&c?%Kc2;)hXE2{h5c*2t`SJZBdj_{p<)}|nQXWl|YIl^}`*QQYZ
zZamw`JGsJYjEr!d0oJA<TxZ@wL^;BBJU2Wo(JL3da>Rt~r|6Yu9uvKCqdGpAj-s^C
z8$VO8H!gbR1=;XYT>R2RwdTw^u?*F!R$F^pqWR!)hsgLX6HU=82h@CfTB_W9eH2~`
zH*61Qc6_IDKeO>}<;L(Z>~#)r?0mbk?T?e?<gw9A^SNKyux+D$t%j$lmM<5U&LBM)
znwUJ8jY%>H;;_>nTZfyrTY<1J)#AmxKgZH5Yp)?%&b9&U`1{%7_ced*ZC>Xr7Rl#H
zsFstt8-{m<aQW;ub8t2=All`kT@I?=+k1sLb&aZT4&9|htF<PdXqR_y_V+e}+;!$l
zwbXT9>w~x-gM|Ai9mNR<LT|OV{jG3gr`x-BBd=q=yg!Lk5WI{>X$<1)yX{SXySE$M
z+zEHeHQ!9S-}{?T#}B)`?cLq&&2o(o)9?U9r_<0M1j*BIIP|yLTU%O<n!*EjTM7nP
zS+vV5<G3(<wNYCxSj)tyCNy)^<gwHHbV=><V(G8_9tfdaP`vv3lvk_yBAVr*S&q;A
zqFFAQ<(~Hu88;{pA)4jo3+PO0vT}tNRmKOe^Zt|YFpcrH>Vp47OCzPmj@SJsQ9m4|
zQ5xl<;y-}jMyl2@g!`K~?2X|LYdYz}-41Gm6W#Ifa7K5WY!%IN5^%f|@Xq(caFT@I
zy#l%H$aYe?updWB2)gXqn+5$Cs^2VJBK7lqFThRcAm|Rm`UXX_oH&ks70vS89g;^;
zyMhh+C<31I-cTEWfOuz|xhyB35Zd#ulpl%fFGlRCq`sOS7pdQTbvlBcDTEb_K4<}@
zK{N{Eq`rC<GS4G3zY6v5Rhs!#SdI9TnO_)O>rdf2a~UGak(pm4OL|%NyYY-CS<=h4
zW0ZvV47@f4;XU&fBFYiolhqtl`@8X+C#yNA-54F=I|HpvLHN$Rg@|&5@8tbGSN?81
z<4IlyZaGFsIM0A<QxMKGZy}-_;XGNR&7{8@PkFLNn;DMr5ymsv+7yKG%v*>kM;K2O
zP>A?<<M~b$P>9(W8(}+xtW81K&b)<)a)j-qe`nI)jpsY*-<jbUA7MO$txZ7~&%A|*
za)j~Z&0L}W-FUi_oD7B47#ZO@1FTI!xX!$Vh;oGMWW<gue>a}*WW<hJju8^hGvL}3
zg!9Z>h$u%mPu|9tb-x?Wdh#~DY&%9tc+bFVQxM)WZy}-_;k{^<i)J~)Hz^47i8IIo
zfHSZJwSF$^s?4<|Blbl6yYZbp8L=m3<5gMuc?MaVg0P)=3lZf=KTn?Nd1jl&6P`TN
zbIUP8!g&T<n}Tqjc?%Kc2<OR|eUZ4J@q8y^_J!3L8R0qutW80<&b)<)a**qySuUF8
z8P-L!T>HUYt{3XxtJJR-R%2wOUuT_@O+or~<}E~&d;NN${=G_EFRaGM2-g{4Z3@D5
z<}E~&BU~r5YMJzR<LORj)iT2|KEikgTbqI~o_Pxq<p|@+s61ExZan45s64kEBP5(>
zz_lp|=b5(<Q7&?xDu1sQ=c(lwA>lj&u1!HW&%A|*a)k5b&YnqsH=gq3&Yl^L@e#%|
z*xD3?@yuI@C`TAivRqN^@5U3JWVxbtV|0Y?474@{;XCsdBFYiIlesp9`gh~mPUhMa
zR%2v@>kP0q1>rjL79z?KuH(7kX^CdJXqF=;Y(GV_JoA`nmWyUNQAT|-j-PfOhDjL2
zy+P;Jm$ypt$Ze0S`QW9vpr0s%qe|E^TGE-{#Ao8Or@?;M?ss8*qyD>ZLCSuVr2Z&;
zmZV3+urmpIs;z#vvp?whH`|*V?M;wW(o8MXea&Iu1CMwHs+(WmCkJoC&(le#8;w+Z
zrowsE^yKNjDRyS-LxoOuY}{4VM{~@6$NqSe9<Ud5gQ01vLX8<LHyi(YX0OgL>Yjis
zcd=dq&uF#u%6q5i7||*ht#YLjb=JECmzvr81!PR!=Njy*|Hw!W@U6I#@!w5lHV_~h
z<)Tq88s(s^2om4dwI28G_6_XH4PiX*z5O^zQ_u?sk?##~*Y)mRu-o71<`vABcL&L!
zJItHf+7^xS%riAY*t!4aDq`og=6}KK+FRWq3H|N%7DNhSbtAa3VRpP~bTsn-kytMX
z@%+eEi_S0Bn*W2*D9@MwEv-?W?~w-``$wh*s8XP)t`j%rwaZ^niLrX`wTsZe8P*E6
zc>dnq+jqWxbf?_lbCx@|rs?<qG;;f`--U6s7xjWP8jo7zy;i23-1;gGCWF?)@L3!c
zO1ck;uyQL(TEVClWDP~VRyrOJTj?N3TRr%_8@8qiG@p)JFfl6H6OD3wk}edfZ;#`!
zow>CA_-GRLO;k+`9!C3vv{YM1>&Vpmn1rLKrxd`y7*9w2yQ4kOn;iA<9^)sq)o+hS
zeGpY1<MY@LYimN|=HNf7t#jx5{HbqFrNc>VTKZ{iOLw)}^IjA#uKFN|g9DI&j#2fw
zzSW1}FzANE`@zH*@L{b1j|Ra6-B+zDuDt!|2n0P3O=I=dSnR5+iAK5cV*bHLHS?ce
z{1?$E_q>n%C!?`H9Vwah{Sjz>_x)!<Jc>s9{@yUyN9sLqaM0DVSX+A%?*&foW%21~
z6=T>%qZ~cqiAK401wI@Jp-+j>?75;o6XWUdo{aMqYTv6g)2px=FSRn$E5C%<ei5!S
zk0GK?uJeAWTqjx4%R1kUXFSP@UbY>hB)n(fwJ8YinYR#8j_{tW-k@6FjpsaBy+Q59
z=m_5#Xl)9@cjhfblp}m6c^J6TcjFmP@-T4AF+#$523(thaGrS!5#<Qy$(n2?_1$>N
zlQr4QaEy;Ip260pAdF|;LPR;jc%pbh#J(HPccOSg%*NOV+ZkkS3c_~gEku+fY$yFY
zllpEv-%0<@49EBg;~8vi3c`5iEku+fj3;mA3bpUX(>=4gb2tn-h1D1t;W`7XO+mQM
zyoHEzgzIF)jw^jPp6_JDj$4iq63#Q=+7yKI%v*>kM>tR3#+P-z8_#<3Hoj~-MoD<j
zz-v<w-ZO6@q8#D9Xq1aaIm0(82=j?EM5CNJ<AoRSx=TjvMWZ}TKKH*qp->3hnIjQz
zj`Z{7nVu_sH~#LPJkxW_F+y^0&wy)F5Y97iA)*}NJQ=euvR5^p?_|uruo@#HTxWo_
zDG1k@w-8Yday?HuvQk{nt;Wa**BM}K3c_{fEkxA+&)(a|$dP3EVbw!&NY+eqzBu2r
zySdzt;p}y0cU6D$W=8C3_RMgX9CFz`L#_7qX0ocXx^la|CNqod-qTt-TZSN5(*5C+
zVHmpe+Lq7u0R{}%UIX^o7JLxw!yRP#3qGH$KP=l2ED1JXLprTxTYfJhUSvd8W>sZ(
zkyD))y*sRo%=mcu;=Ra-7cbtgc)A{=eV-;>kEy1fF}kh^Y@USCb&XpjQN`2s814Hs
z>3U2x^^DPVO<?mRjIL|kB8e)9t}9-(8r1j9tGnV=s}WB9V>Dh9+dK)Q@fx>Cq6(t%
zid9}m`kr}}SFG|n<<vt)=QY92lQ253af>9Xh&m4eZ9|F*db)I8rJQ=m=)5Mlc@jqF
zHExka6-4KinY{+}J@YEB%<MJ7seg>dYhs%xVKiRj7D-e=G+v2vrDA>0yuvF{u2j0I
zcZ|MkLYpUH^j+f?NmN1fUGcSv(Y|M1+ZA7%m}=@7qwAW$=1CY`*SJLzRS;dLcca%b
z807||oMa;JufZti95Wc@2BTa-s5Kbn0!G=cdeu$Bdwz7-(Od})MmZs?8C-YqAu|}|
zqrT{~hEXnksEKHUQEo%<C%ZFf8;o*;Q9gBy@<BTtqg?8tW(Y7C<+RmZN}2BC0sAwh
zbILjU(s<zE(tJPgqUfj}_+3EkECGh@1^7<^z#R)s%#0GH($i27{%B2KDm@q09@v1B
zy>5H8`pWwHN`(g1XCtrEZv*75-EzYNuiZw--It-Lf-w2zWFEWfRI3cgd8OGTAm@^X
zz=N$b4B(iEHzKbKa}qm109VBAW;OU-XkLP`mKYWn((r`->RDjbmj~Tm&;UT!h7Cb)
zBiHXTtW#wFiz){u0<$IwFJ;436W>asaI0meF#y&w-)JOjnJpdCT0WjY#3=80Nur$D
zqC+_*6c5Tikr+_stZt|06Ll+P&iJKX&+hb5eLbd&NB3-chmP;ZvE7&1Ym;@>Bz=_8
zH6we327^fv$K%5_`Af*&rbg4pCz&nd!eEpejB;8@$7tdPqnxQrHk!D>C{Ks0XHe#M
z**q^f;J}<KdFu;K6Fq0bpe{(ETgTZ@{i5E6fV0or_r1d?a0ML~?E4G~DH7?Y?fZVi
z>qdU$dxY8jI^64GuC@nLWCZvQ8up;yfC)2YdC9)t@xu_&zP-bKFNo~6A4VxpTfL5F
zcY2LMJFTqW87lj%eZTJpk?*$crth^IN}Yr50Aa>qvEbQ#H-hCtm!4i?Xyk`*n-vu=
zXE4fR?K;zm+S<Abc|?Mpww%k(tS{NJ^PPbOSoYJQMOb#$M}t)?grsCJ%83&OqnvYs
z7Doo7obf}B5>r!XZB_EP^<MGxiqXDLlc!fqHTBGKCMM@gL8(#-OZ%lurRPdCU64b;
zW4bsa+PP>)t-x~|UPIitU<Xmy>&rRCv-U$jYSB#-HSyGZyuVOgSE8aPalU6><CUoB
zN!pFxpLlpO-*}CMBvA$N@KjE3s94`Kuk*_34V7-{9rK;ngf>sY=)1-(lBj~{yAp>%
zNBW+5jaT9@=#*0r8J*VzH&4Royv8k(sDkLcawc1Y`kr}}SI%T>gj4?*jn~9BPr_)t
z#x0Vlf@r+KC>OnJY<G+iM%#<5?aKFEgZe&A-*=608ja2OT@%|p38V2Ew@9K2@_ko!
z=3=z(nOAou2186W^^DPVO<?mRjIL|kB8e)9t}7Nh9qD`K^<A;p>6B9s8J*VzH&4Ro
zyv8k(sDkLcvKybo`JQ>LS9ar*v{Nq`z1M^{Pr~TE#x0Vlg6O@$C<kvX*{7nXjSY`6
z!f1YxHD9sVD`4L<|FJh1<;L4KJ{-doR1V)Mkq@#x*dO~*nJ?7aR$0^QNZ&KB@XDHA
zr<}Uo%<Z+$RGx(S!fV_ji7Lq4Ua{H7Xx}rh?~2VnrkZ-j=(;Abc@jp~HExka6;Rh@
zgsfAg>ym2f8Kdi(z~)I9UDvop5>-51j{_2&CS8xIrk*jnt_f_Ogwb`4TO?7%)Abnb
z`!wl#Of~h4(REE=^CXO}YuqA<Du}KtUbPz3_spxia%x5+ochOTye77J5=P@SZjnS4
zMB^2!ypHre^D3`c<#o!bhm6i^f}1B{bY9~YNmLPaUPbyoT{^E)PCaCFUK89r38V8G
zw@9K2qVvkkUW59cd6idY_8Q^TKStv<vCWe(8n1DSB&r}9uSB_0vA$<s;gu*?D&5pO
zM&C7|&66<tu5pVbsv!EV_}av1-!rf6imy#fHT8_qbxmONB#f?W+#-o8h_2JS(Q6ru
za)VJ$GLiS!V3c!?6~cA@5}>d|b~A7}-uQWT_~0Ty|Kb1VN@YbjXzVCm*2~zfLD!FX
z$+J-A3@Zu9jq*>Hd@WJ(^MPMKsJFcOK{YP_WOn&S3*8~<6&G_(@=h|nU@*$ti(%9Y
zyv6-i-C&eE6~N>aLSoR<3G?lAqo)f@u^8Dm9t2>pWPfKs_{HU`%81~=?LmLB=66v$
zM27RIDE)(dkz5?k4;dCWnIutB%rBHn6g&RUjA4|=ewFk}2BVx|lmlZ7M!CT#$7$Hv
z(mVr#CJmYNcMi(3KgH4mVik{M`hAgEGXxlna)VLsEZGL5+^#sQ3~YUUWrIHDLSag!
zF#y&w-)JOjnJpdCT0S0+Z7s8o1-X_vGtsVPj>%xJW%fz%uVv;8AZ+=3BqFxVHTr_a
zHG@&!ToRm`q>nPXW@L}hdVf;H@z~)$e+k*?)TkD-0Bsmgz<=~m=1yK1jB<lfPU}^J
zQGR3hma}u%4}_K&jPjdZ#D{j<4g(+G34$K+#$c3>9b1!Q?ITJP=%~RcA9N9BeZT7?
z!1+Tr=pwRuv+eE^!1+mgfLLuHjTtAU222go_|a~37>shM048oCV+Adaj6y#mh1OOj
z*%96zjovGEz8LNMG<kZ(RMSvvJiX))miNNwy2de*sDgNUDN)grINvj`@k&(mB<<8o
zM(;J@&66;CuW^ecsvvr=oZe8ezGq(NmD3w4-PAiq-!-AllQ8<Oaf>9XAo{MvVbGDj
zXI|r#I1D=F)I&z+HNnl3FgmYsizKQbI<K6`)}X#;UgecD*&5;0KStv<vCWe(8n1DS
zB&r}9uOOa);ye(qI`jIjAf6~>Q{NbE*F-i?!f3n3Et05$XuI-#*Py;<Uf-4PyGA(m
zkI{HdZ1W_H#%tUni7JT3D?4*B+V{+>JEwZ_u<b6!R8!9wUDpIQPr~TB#x0Vlg6O(p
zvD1;hXI|eGi=9q6^^nndO>pxhjLvJ^B8e)9&MUj|Nu2MQ*Lr0)K1n<ElF@rjc=IHT
z-fP?<i7JTR8;o*;QLf3ik}#UDFar<hiNC2i&wru5wu;5xV3b!%VQIf~sq|clPK;1z
zKdxU2fpF1|T7l;_yoPA`f*nL*uOHEom}d<}d8~?zM^Z5h5$NpEc-AXxdL8L|=4bcH
znqH@zy4}p}k3B}2FTBP&lBj~r?G>ASjP^bA`mWgQW2&iVjIL_}n<rs(UE>x>Q~`Be
zqJ5t#U6)i-&lp|T1U65?=(@%&lBnY8dK{JVH0gRwHT8_qbxmONB#f?W+#-o8p03Bi
z$4-;3$5d0#7+u!{Hc!Iny2dS%sDkLa;#I3beb2nQD_*r4;nY7y<2A9(lQ0^uaf>9X
zAR4b&<#nX*nOAwmDz8&cJ!EuV6Wlxrqw^ZKNTQ0U^D5H!>C$<Xa_S+Y^P1r1Nf@2i
zxJ43G5S>?M_8Qdp%&WXIv)2fx{xKS_iEW;Q(RhtpBvA#?cqPh}iuFD73a>=DQt77N
zG5W3vZJvbDca2*lQ3cU=#n&cA`<{7iSA1<^s;Os;u4@9DCt-A5;}%I&L3Ewojb6)O
zlpBn4l8L;(2BVyFtPrmI2BSP%{0&CA!P~yEb$4%Z&+8I?+3CjH=CW?k)ARJE!6*l*
z`MwIJUUzG5d$H};77sVpK3!X}d*NhY(zf62x81sD2ZOd3GAQoY*NVnrgHcY5F&O2O
ziPd5&>a>OU+#MFwu;m6G1k<YL6<4+17l-ThA_i7WODawPrJk6Rr*h9aa0rm@pN;R&
z*>f+D(DOWJDXILzA=_zUl!LydVwA^vs2KtbM!CT#HyGui_qo9+HyGtnWG^|D3WKU&
ztu@{C##&8`)T7bo(?RFQW6h6+n9oF(pRBVUHAcA|v4xWz`1>u!JI1=<NucI|d#pn8
zgGt|6El!C+D!1H0)a$sBU$>%OuWdywH?rz(*Q$Be0FZ3qt_AK<e$yb8)7sD=l^dk;
zQt2y-?I)H9gH$dDTyZf+18?%d<4)7E%OI5-q;izKGo7fNjR`#4dpM6Kt`cdaK`JLs
zlnhciV})k=IS*QMuJjB(02|bkl2>>k2mA94&+EhTI9tOm><516MUjW~&6QXaP~Ti>
zUa3*mccJBixvtjsvMW5z3azb5vS0Dh=)L0a6=Qy%CV#J(YLXY@@1-bFzDuL)8ox-Q
z3gYjj#70k|eb2ncE3wg&v{Nq`z1M^{Pr~TE#x0Vlg6O?+hC@aCo_U>D&Ty!7Q|}mk
z*Mv4t!sxrkEt05$=(`e)LC5=^d5u@1G3b<24;h`;1UFB@=)A@)lBj~{ymB&I1N@$O
zl~+z?YlKt(7>(D&Hc!H6yv8k(sDfy`f_tJse$TwV8>DiBdlGLIFa?#0Iolg=U#Oj4
z`Mzs_-!rf8%J*F(oI2fn-?fiao`m_nYuqA<D#-U;*_n$mzh_?El}HRR)zmXa*ENC7
zlQ6ojaf>9XAiAzt>~y^Enb&v4Vy9D1J!EuV6Wlxrqw^ZKNTLd&^U7{~6775DwO-kc
zPts1kWb|GW-aHAT_ZqiIq6(t-2B{nzJ!PMYo;JR=j1flji>&#I#oi#58>DjX_6`Dn
zw&sS+6W(~%Gxa|c)*fX0!9N>$9S9f`c{UsiIPlsd4)T1V7JFq)uj75s{On#?)9aMe
zSKG|(wa-+Zg!#g2+#-o8$lPAB*~ggQGq3N8%|51@ddBFwCa`%DM%OiNkwg_x*Cpon
zsnT^xHT8_qbxmONB#f?W+#-o8p03B3-=|5}W2&iVjIL_}n<rs(UE>x>RPl5@j(>TY
zbUmh;ddBFwCa`%DM%OiNkwg_l*A=f?E!^PDtGnV=s}WB9V>Dh9+dK)Q@fx>Cq6(t%
zidA06`<{7~SFG|n<<vt)=QY92lQ253af>9Xh&r$0eV;C!S1G3+GCHpbZk~kEd5v2n
zQ3cU?WoEAde$TwhD>HkIaOxkU@tWA?Nf?dSxJ43G5RF%&T&alPGq3PUlq;2P>K&u+
zn$YG+7=72cMG{pIeOG*KV$AQE*LKC%CZ?Kt#^|~xuz3<j*EMdDL={BW>D}nH3{ts4
zDkqu9`)iQOImZeSY{wv#XN$i<DmO^w2C2O2RW}#=ZvDXB_nbxz&K0r0+X{5={a$de
zc+U$xH>kH3w~ECxgH#Uv{fkO(JJUoe*PJheXq8SESb6i&^2Xqm8@zJFiaIe~xw50f
zwJwG%A9^G-Q8Nk{)N+GbZcxh&YB`JzlL2AV=e#rtBDT!@OynI#cGamk72B(LEAoN3
zc%vIMf`(o1M%^F;=<upjU9#6#8|(E-Z6ldEBTeJl^B6e5UV$1IhW3WLu_Q`d77%=C
z2=y=T2cbbNkGp1MkC4UDnHaUa?bf`u=!WB!lD$riYjF$^Ch-aQj~>e0$qPbfOfNlm
z5h^&N)j~C%zjbqa=cC=7WQ8Y8FK%(TaR3(o1X0EPIzW&2x>m1gaXe+~gTU>#tb5+W
zz>mC8G<Qz{Teker0(^3VTi%VlpzF4s?OxzHoI&E}W;YUy`=-LU7^PY(an$!3BDd&+
zd;WeaO5|p}btLk=nOZBNg1^@rbQ?FjO)v1eb((8j$;`gp>o$B808#N9nK_|yk>^X9
zd3GMSq;w-P9rgoJ)7LU<y4mo$5lE*uKI>gKa62A!1<7i5t@k`OF5Gtef`Bh)60qBH
z`^3I<q;cf-?ol^#4@G6!*|fe(&t`DT1sCPdP<S%=<S}0u-11WCEB5_v&o;Q_D0-(E
z=J?Uz7n4F7+;ZZC!7b;Uphc32uEzL5lly{rgecx$F#`B$^8Sjcrk*k0Uvdb`dtr24
z;}}U)L3CY-l%B-?o_UQ|BBdv3r(QC8uL*CSgwcDATO?5h(R<}Yhl>9_^E$7b=uqjV
z-ZA>F32mN)(RYnoBvA#?cO^E1j{ZIK8n47=&?%=LGCHpbZk~kEd5v2nQ3cU?#dSx6
z|DJi3SI%i`gj4?*jn~9BPr_)t#x0Vlf@r*gf?{yX4GM}uL6Q2+v|gr)fr6rZ-!=H}
z)AW7U2&eur-*@dJl_z1o?;5vAq6+eTS9a!N1n`+xcO@=EOf~h4(REE=^CXO}YuqA<
zDu}Kt7CRmNd*=0BvDoR9Qx6%P*913D!sxulEt05$=)AHUpTz#2d97D=<CC;gFB!ep
zgf~yZ=)J}*lBj~{y}>OvxaFFBD+#0d3N!G4p7<+<4NtMy8{BeZu{RcbsozY^WvUq3
zuB_>G^zWIU-79N)opS0SGq<M?Q|@2$h1Xa{5>=47y<)SE5x{3&-xZsEOf~h4(REE=
z^CXO}YuqA<Dxj`Q1n^U(>ym2f8Kdi(z~)I9UDvop5>-51j}gF6ldi{9Q_mP(*910C
z!sxojEt06>>3WO+ewuVWrkZ-j=(;Abc@jp~HExka6-3t+uUahv^~|fga%x5+ochOT
zye77J5=P@SZjnS4MB^2!ypH}o^D3`c<#o!bhm6i^f}1B{bY9~YNmLPaUPb>tT{^E)
zPCaCFUK89r38V8Gw@9K2qVvkkUW5Ohd6idY_8Q^TKStv<vCWe(8n1DSB&r}9uSB_0
z@xNzY;gu*?D&5pOM&C7|&66<tu5pVbsv!EV_}at>;4`o7imy#fHT8_qbxmONB#f?W
z+#-o8h_2JS(Q6spa)Vn=GLiS!;Ffca8Qk)Y_Ye?^?be{{N9O_1cn-id=SpV)WOJ@`
zP7x~_bxN-RnpR{t5v+)n{Cwco59%$ieo&3eKbc+r(L#496thc%TW)a6i-p0>CHxG)
z_VK^!FywL=0g~I|eyeV8I+Z2Bjx@OCZ1{>neg*H~huC-q*d^}1s&W)=5BiHWzl;17
z8O|eX`v?0Xxj393GAwf5Q&G$>x<eE@{?Bu2gA9RO)b--f18iPA{B-zX+pjGiZmfN}
zwqp0f$)KfezuRxSb<Yk4Z7;MB+pewe#L{b>F5vS0N6Z|9Tt1n2Ew-XgTZquz;XVml
zE{trAUOlhas`aL5i5D^5mXjPt0i~XpBj~)+SqBaS(*3jX{W*K?1rmIo=PV_aUzik~
z7`c4dcOxFvhM$SXHN$|xE+;_DQp)rn=e=ie=1aX?D!rBjSzdt;>e5=RzAQ18=lg*d
zMMwR>M=(|Vs$9S?OI*jR{eV61MghPmufsQarM~WNu6b)DA9&!m1jnH-;ElN8b8y?P
zKoQ%k)mPTnS7<(0dN%SpFce3g-EzYNuMKK*rt~rtRS+j91gFkG^(E3K1FdEgd!*qB
z{nfKTtS=9`y`TXAuK-}(1N>3H%dk(8{V%E<7zwFNB$9-evSF+#YiSgowahdI*jna$
zsTH<rZ3&HCU8!w0niW?*7Z;a0Q5%4~m!ad=>Kjr3Dcb}hMp?&866MSm9m+AGcu;nO
zT^{#rdWVkh$Fbd)*=v(^)+BwDp^+mMjYg!&QOH$So#T}vxs$_T`Zy)CWn38S@}n{b
zh)#f_J4uE?CsRL{E{lgxDcI8DRyy1?0|VbW^a;N@9o(Dcx&>ps8~8tBnC+s{5t!ke
z0+H`q3OxyIasI?$mkUlA>~aBYj}YeuyPT{Sq~XWeXcdz6*nemNcHX}49Y%pG2)JP1
zXAnt|NIz}g_Zwa}@+04)Vd!<Z*Tr0I52nh2SBFWbJ?J-J;!IgyvhR2NF!a0ows+X?
z1(DtM!zkrxtJm@DPOpKc57DGj*6$3Jeb&C;cZ0}x+ji6U+6|@DpgRa*>I;ho&+fYs
ziYh(5#8Ao);WjHOS~A$>@yE$vmkXg7`Z3t$k|pO$LCHi|GZEJ4gU1C!riu|^P4NJW
zQNT}=2Utus^~`Z5CPvqpbdwqEY|RZl+>Sq2dIleW<(XE&2`xC^@VtKLeXdz6F%R`d
z>B4^ChhW`g_093&1nQeB&GV|*zj1CbMz-8q+sm%-G=ID`3q<xSJ{l(nC0cqC|9j>&
zUWt~Tq@85P=)Iy)`7Vv#Yy2XKDv0N&a;ihc0H1lCS59@PbW`sbeb<CGPr~TC#x0Vl
zg6O-lkFO(u&%DMf@fmc=sfUctYl536VRT;O7D-e=bY3~DtwDg#yvi$QwKc-2e~iX!
zVw)#nG+yHtNmM~JUO_@J*yYAfZ|w9^znRv{R59%I%J*G^06$INca3oBAM<_JK2muS
z=KHR3izKQb-*;taE=B>Ld39G}GsIL=&lp|T1U65?=(@%&lBj~{x?-`@5x{3&-xZ6U
zPC50E(Rod9^CXPUYuqA<Du~W2yYWf<@0r(nWj8)aJN1&$drf%rB#ho`+#-o8h~69Q
za&Z2VeJXm|_}?)`7|k!T<|`I^gI#Vc_Qqnbe+6W!7#4eFO|K(>&;0COS<~y3QxBQB
zz4n>PlQ3U+jawv91)19`Hv1R_eCG9CvDwE|Q_mP(*910C!sxojEt04L>bgV$KUKOe
zsivMWx~>Uqo`lhLjawv9#nbf|1^hJWdQ3I-jL~&XVDlu5u4~*Pi7KA1$0*>ZN!Mel
zsb`F?YXX}mVRT*N7D-e=bY1bP)gZuUUfq>bGaBL4KStv<vCWe(8n1DSB&r}9uUO^v
zxbriw@`_bnr<{7o=)5Mlc@jqFHExka6;bEau)?QH=T*w7hm6i^f}1B{bY9~YNmM~}
zUYXfz5a2Vf^2*F!Bb@rjXuKx2c@jqBHExka6-48eC|4>5_{=N366H#zn|jCSyC$@G
z5=P%OZjnS4MBf!(n-~Rr=Cxh%wTY>wo-w+v32dH((RGbmBvA#?b$T~?ErVTdu**p%
z^8Om^a?Y_7@WSkX)H*<6cD~2$x_?PW6Xyux7cpKr3o%|+goDP8(q+Aj!7g8Hd%eZ`
z0OP)R&kF%qtKM4N8Unp`5{LFAJ0*(^rgYc~?)m$zXt4qKKX%u97)D2JZ?W&z58QpP
zQByFr1=kGE49`$DoJI`>RrYsVfh``VloQAq;JIS8G0HD*1^=ZM4R-lt;L@qs<?5~s
zvDRRh3t)G~9D`jxnRuxf;|9B&bP0won98v~&3A)|Ry?W=KNE#C!+^mqm(bBE(|-iz
zG1%o#02h?_6q5iVmkf5fvt%3WaxvtTG61saacLw{w#+s9g2uIM!1_@*^<&`aN2AjJ
zQN=E|Bd-g~6+6H+p1tH$oFx!@zuRxSb%2INR980d(e~|+RY-O{t+F-TFdV1ZC?&IH
zTo7hkdg-}~Q2QCaJP;L7bLVf}+}`<UcPFFX<KAA}8brMgAm=u$PrSfy`gMljZS|T0
zy*mLgF50=LKz3VxXt`a><rVpLE9&*yR@8DMs}A>To`tZuaMywfg5NaA<+Q%ez&Z!`
z;D%uH2n2Q3TSp>aIxsteWWU!NbQ?FjO)v1eb((2hQF<>X0<&-Tx($F@?sY}QZ)E0#
z+#=5iQ1S<EdwizDejqY^Ewi<o3<DYfm&a$l>jrKIfT07zUe2!dp4WD3Ui-G&7X*Ac
zlYrfp+b8yYB|FzqH*ya}W!c%ZzDv*capbq1ognDZ3#W?$%XT*aEJqRr(KrrBG<3*Y
zU+@Ldb0!Sxf)u)SoNd-G>TL{id8uTO%VX_2&EThx2Gx`_(;$}<CrT!oB4Y(DkqnwK
zV+Vcy3gQ!@_<zM1;HSy|E2f%y<~S1*qw7Z3gV}M&cr@R5C02S8{d?v$UWt{Sq}}Mf
zoU$DE!hGX3&XGhF<QuP?=}-~CXI|%(GaV}3)H~)ouL*6Qgwc16TO?5h(RXDRU&sHR
zd5u@1Gw7644;h`;1UFB@=)A@)lBj~{ymC@o0|1|Sl~+z`YlKt(7>(D&Hc!H6yv8k(
zsDfy`f`ej^%MA{S!9kJw&9q*o9`|9YM`OEFzV8|U_-XpSYlKt(nD4vxk;;=W-*=5$
zBvA$VzAHO(F$Va|tGg1JA*Pyo#^|~xuz3<j*EMdDL={BW6^osY|2^~iu2}4J%BhEp
z&TE33Ct-A6;}%I&L3Cc(jZdO~&%D+vyYWfdsh5o2Yr>l+Vf0?(7D-e=^xhzs!$Akx
zr=q8g{~cq5(flH7zGAUA$mPajZ!GruS3stUVX;@%^g90c%+KzXHN8$b^^lp{YoDn+
z3G;>5xJ43Gkh#5LvyU;rXI|eGn|(|*^^DPVO<?mRjIL|kB8e)Xu1gH?Q>E*YYU&xI
z>zcskNf=$%xJ43GJYA15z)zE|$5d0#7+u!{Hc!Iny2dS%sN(5*i~)X{bUmh;ddBFw
zCa`%DM%OiNkwg_l*A=f?4FG)R)m=F?qY+O1V>Dh9+dK)Q@fx>Cq6(t%idA06|DJi3
zSFG|n<<vt)=QY92lQ253af>9Xh&m4eZ9|F*db)I8rJQ=m=)5Mlc@jqFHExka6-4Ki
znY|WBeCAbNnb~WEQ~wx^*TgnY!f3q4Et05$XuJ~TN<{#ld4*S^T&Z+Z?-+g8gf>sY
z=)1-(lBj~{yW(pTV}Q@Rwky6iG1b&FM%Oig&66;?u5pVbsvx>f??$g>kjo8nImtxc
zUxQrEIhF!lm>mGyAeST4UQ1w}e?IW*2lbX$Kd5rd^s@jl@+8AdKc|Q#janSwFq_Gj
z2i;!K0NAI74H3N}*YAR@GCRA{Lh9w5lX_dZxsU@S*&vtaVAceP(!3iCaycQZ8MJqy
zm<G9A8KH(QpHsBZsk=3aR`=r2gT<Opn0UW9{IKoU77sVpK3!X}d*Niz(&IoXiP+Nx
zT;6=NyfL`tlL?o>EhqKSe<g1D(2h<FTR!wiRG}FK3~D)TdzVtC{sy&N;sML)ddZ-c
z+pD#vyWUu<=}K8DjmEZ?xzj<e<>S|aMgWVQZqyAzfP$_%D|XdeTC3HUH)I}h@oGN+
z#MFM!jRL#ktUDEZrM~WNu6b+8oX>@|2X+PW*j}x^vcA4jN#^)+<aGdUI`Zt68y<M=
zwq13qRfa>o(rhjzvri-jRLG!~r}pF6?#t}8$vSJ2KFa8tkvQ@+7%W5+qL#OPiP?Od
zG9*S4t27;TTxQF-Fqq{Avz%7eF<kg|FYp|WgzfAZ%yNIf6~)X!EOmofZZOMf#LpO6
zAKPt%S#B`PLD-}?8qD%6)iapok~1cbB4dSS_`$8YbERkS0c_3D%$T!GYS;OO=k-JH
z^X%=m3;Tf|dQs%@tv=QS+v=O=Rk43%eHUP5*>Y=bFT29itkBx3B>NQ~4Hk;x`4yvo
zpC-?*m}-(2<N2j1QNBx~>l(jEq6*^qr9??j;(pJ(#w$_MleAMW8NJtpH&4Roy~Zt)
zsDkLda+*WM{+@ZAS59-NbW`sbeb<CGPr~TC#x0Vlg6O*vmqADVo_UQ|;xg!zQx6%P
z*913D!sxulEt05$=)B^#qd|Yqyvi$Qv^B!1e~iX!Vw)#nG+yHtNmM~JUO_-HnB@im
z#UP+a{bpJ(Q^i0)QNHgQ^!I7{zH5Y2|CsN)_L0hyFyD8LTO?5h`MxVVb20k&%&WT+
zlOd*>ddBFwCa`%DM%OiNkwg_l*A<JMj{H6I`mR{)bjqoRjLvI<n<rs(UgH)?R6%rJ
z*^N))e$TwtE4%SY+Nqa}-fO~}Ct>tn;}%I&LG<2WmK)4+O}>?c(R_s&s=q!QL(TS#
zeKvUnH9PAU>T9c5><wnQvDh1nz5KE>t(U1{SnQQGy^j1n^Rs(pO|Mf<J!Izg+Gi?H
z!hGR1ZjnS4WNxq6>|^xrnb&v4W*<{cJ!5oT6WBZnqw5;CNTLd;>k|F@ROz~;ntI0Q
zx+buB5=PfGZjnS4PuFAg@6)8~G1b&FM%Oig&66;?u5pVbs(88{qko?!U5}}zo-w+v
z32dH((RGbmBvA#?b;YYzgZ`d*byrT!XoOS$7>(D&Hc!H6yv8k(sDfy`VwKmCzh_?M
z6|1~XIrWgyc};NhB#h2$+#-o8qRy+x-=|CGRm!P{jLvI<n<rs(UgH)?R6%rJnb~X5
z-!rfB%FJFPochOTye77J5=P@SZjnS4MB|kxS1R`R%qzSS<w~WSddKLyCbW4HM&C7V
zkwg_l-xXh*82x+ZwO#SGiK(WZF}kh^Y@USCb&XpjQ3cU;dN+D4gIR7c%Sk5k{u<13
z&ao8W!t8T12D2QQW-!ZRWuu`uzGLvW2_?+nZwslIGX6HN)yP>MIh*6CM=`)}tgtZL
zv%fR@t-82;RRyqy+k-wLe=o)v&cmhMKiC)f7l-phhQ&>%vgA~#DCW2MEm7?FKgYu?
z|A9&-Lpooa5@xvqQAsa#x**HFN6H$5SZ)x@5h?0yX}<JCjK4;zGWJ&@mM5*d@pzVe
zBI?u(0tT<#;FUW|whBnCMFKE*<)}3;?+0NN0d_b5elG#L3|@I@GT3?=#xg*$>2YZ!
zI=0L;`hv!_=WA~0*(**JdJ6h#!`&dP^~(Z&51`#w*|YVP4VvGL>Eh8y^yvWf<8kLt
zJ6`#>CdDfs)I{IqFCjaf*463blgyTJL5Pg$rROd}?Ps*lFg17n*3Ipmk9K!5>OJo5
z#jQcq>$s8Eus-nuzv<WA$nSNnUQ>W0TOR~&zh&L?9tM8og`%B%99a7vqDotSXt`a>
z<rVpLE9&*yR@8DMs}A>To;3)e`lx4tgOuMiSmm@jjN!NqRymWauPIU$Gsj?+BXbN^
zIgNy32>QZ)3|6_pDhJ_{;&_^&jUNqWF{!4(Dkn~q3|2W~1uc%w;^N3)mB(X9A>t=0
z9$zu)_i6I@im9faF&<xX2+Mn6bY0^ZNmM~RzLe<bNxbiw*LWp5dXjePC8PJ6@a9Pv
zz1O%!5>*hrS9bGM%<q}kdF2#`N;mb6(RWQ~^CXPEYuqA<Du})-@fdW(@0r(lB_4xL
zIrWgyc};NhB#h2$+#-o8h|Vi#vo*-?nOAw`Y_>)?^^ehbO>FZdjK*u+B8e)9#w*At
z2CLj4pBUs5sozZNWvUp+C(8F-gZw^C-*=60>L2rc*FI8t66X7^af>9XAm4XoXD&wl
zo_TdwVll*2Q_mP(*910C!sxojEt05$=(=LD(-FUCUf&gqolZIRkkNTfaPuUL&THHv
zi7JTBE4%SYyziOUdSy30NjvqD(R)pJ^CXPkYuqA<Du~`2ta5`@uF1EOFq*G0L-p4$
zgs-h)u{T)d#$s<Q_VUZlv|gr)VX;@%^g81A%+KzXHN8$b^^lp{YoDn+3G;>5xJ43G
zkh#5LvyV}~XI|eGn|(|*^^DPVO<?mRjIL|kB8e)Xu1nPKQ>E*YYU&xI>zcskNf=$%
zxJ43GJYA1bzfY5{$5d0#7+u!{Hc!Iny2dS%sN(5*jQV|=bUmh;ddBFwCa`%DM%OiN
zkwg_l*A=f?4f1>D)m=F?qY+O1V>Dh9+dK)Q@fx>Cq6(t%id9}m{GNH0SFG|n<<vt)
z=QY92lQ253af>9Xh&rz#exEL#S1G3+GCHpbZk~kEd5v2nQ3cU?WoEBIe$TwhD>HkI
zaOxkU@tWA?Nf?dSxJ43G5RF%&T&bAfGq3PUlq;2P>K&u+n$YG+7=72cMG{pIeOG*K
zV$|=M*LKC%CZ?Kt#^|~xuz3<j*EMdDL={BW>D}nH3|6_pDkqu9`)jbuImZlEdB=O$
z3l8kopzB8nY%m9qnscQy0IfM!I;V&gjXDOaJdG*xp23hNlrV!;E`-8hm3zHKhl68>
zQ7`Zi^;^Jp+f}c+x!8B>2kyS-G-`w#K4qR6ta6aW?>{m?ZV69G!{F&cDz866#u%J(
zgHt{goO0dL6Qh*t_k{v#h5&<6ZZOIXMtSIco`zdZUo3-B-fR-ix8%tiqwuL^E^%Qn
z%9os~vjQ{PrL|gpc|)+}v|^M~_cEkS1owUd{x|$Lrq_oaqZwg~s`;?Gw6tkgmns$O
zz2FEix9_~UJ7~B42X1%4f@d4>Y-!Wl>vgOT-JtIUc(+=ywz`eLduZMA+Frfobq{)?
z!kZtu;epp~1Lp8y1pl}l>us0ib=orT_5F_Pw;h1icz3}<0Bh@(Uklv8_d-Z^I(`&+
z^uhQ>k}T`(S}(jFdO%D!^1B|ZhF(Yfex(&f{qWl2;=UiX1~tsG*y4mOMnG61`!~0`
zme&LTb04a-a47_!;~#hZdavPGnBR(y`kuo}o&9M_?gh*5bOw=IYkR{5t*f<O)Uv`T
z@aqxaoj1yD_eV!>Ipy+R%d_4@PQA%mumZ0icp(rG%3A6zH*o8b7qIf({ScZ0#B?k2
zJ07bm1bRI?Ccoo$yI$Z}do2K07t1=UAM_sh4PY;O8%Wi?F!a0o<+|H<Yku30koOFD
z-G%Px^`UzIN5F+<FR-B3;RouidsZEw+yUsljlk>+7QR;*$N};?Ap*a*-C*Cd8gArT
zpATH<A675Cveg2-cPs3BUL)nbC3*5~ZLbU52MQM$XY9~zLgRq^S;ipqUJxSE`~%;$
z9=3XI&qm&M_gMx@$<Q2h>xfAoT318Qv##6#!W`uH72y6&=!<sPi+ST(f!hW0;XUGl
z$N*j=2-`mO)&sXaK!)|o_-@Sr)Z@+fjv{ZD(GkA60Q|x1p$D`Ax55bWxk1CC*9yxC
zikuzs!bn<qM@nP62i%4i^tvH1^MPlDgMPmkM6736Z{ECPK~J++5zoBFQ0+JGuzEq@
zLeJ{-8iO{Fk6rC|;S1A%o{oA}4U!$K9Fov|ZNKSz4d{TL<v!^74Xf*Rfd6ebgj%eJ
zpjy^lZ~-2Gl1P3nSe~;FFYvCYDXzzo%(vXo+AEjedB?iB{js&n-v^YThe8E1Z9xZd
znvl7`z#|JZr)4$Wj^92S?jE$B0<+7EB28_t`rSIvhdt3n32ys8a#0=@K-2aIAgs_7
zY8*;axKQr)x*$o(o&pBo5Ks#|7n@l?t+RNygl{cC7klLh^!WRj%l7L7Qo0{prBSFQ
zj4NUYa(cl&8C=+Kgr(jpBd%@30<p&09>N%E17&>=bicuy^lK<f?W1zruY)+i?e8N4
z+idJS;?2RB2Xf*$P@@f6^+PDmntMx(UZpa2!vY(g#VBZP)>hZu)k=M-zOuAYUEc6E
zYPCjV#jQ72mc4qdCh@8(qQphnl{An(Bkwp{LEs+I{paKRB;WMtmElLuP7w40%J5vA
z;eGf<`1@UY@^t*<<{i4JWWRaG`8aCQ=f9*7aTBCH=(=qx^d+Sx@rb{`$C2L-Dc5T$
zx!xQ2?S?0b{d#s5=Y1N5sJ?HE$P5%ZH+=YR$=00_x$k*y`~7y$jfNZfT3RtVM8Rja
z@5=As>nVAY{S^<M4slVAS<pJF5WU}9BdQZw9sJJ6CB8bU1oUNPjp`nkbGb@6;{hjy
zU{yX|O=(<zp|lR;Ih<|K+S_iw4<o~<hAFr9)?dzS*x7}zFV**z>}-25FOh=sVoJVP
zKVD9GdJE<u)XJL~&$Bu?jd-jtAq$z=c0D(!x2W|rMZ6pM9bHb-6cKVga3jgAwATbJ
zX;4FHovo9SCO7z9uSW@;Ppj(VF3wb_v9y=xIh<{n*HN}K_4@=qRt@F7($tUgI3K}R
z?SX9dQrwej2fw7>b`o!+@RoI>c#OJ3bSj+DvdB@0GAf<GGA73oWvph;Q>BzYNetL8
zBwj-8TIIdf+t0>D^xioq$W_Yiwt5f6U4<WVyu0nW;UFMJr{%bZ6TXmgqzzVkFv$$r
zd>UsWBO1FIZiRK<C!W&o?=PsPa@fWh^l>w1anq?RIh9423@Cd$Ea^Dx=Wt`~)3p`5
z7pm4^KK-aV6{li*6>mi}R`j-RO_PU$XDeU-rT)Qw(CbA%UIdnhpx@r&IHo7~{oIGU
zY!*4xAtVIje$R^x&$~DavzMGzXB`ZWu!g74;`2Dov{#(!k^}#<H{1=fIlWNxyKaDm
zHk?hTYA-dsx~T4z8cZDc8Vep*kh~?kvD9$I^UDp->t~qvF5^~XABJ))iRG$ZWm%N_
za^!XTZ5ZWjF*UZUPPNJiTS+m7iBjW!NP3Ts(aX?tvhy0fx~fa9sMAJG;)aT(=CHKW
zavM<UKu}18e4vZQvD={f7IVHBm3txD-*52#wKp~@^^NK#P3cEGlI*5xo{Zf6eGk5<
zbES)=vV2Uosd+Zu-VJ((N6y}d^6>;Mq?UY&58t9mQQZWUrIzExiPG~zY(=GW^ny=E
zG)BW%o_u(`!t||4@^0=d)h~X}-@3WI^U>~(NWMz;xm9bY@enNtTaNXeju+8K`AXup
z^|p6_j};r6sOp(SPI3EbSOR;Xo?vy7>!Nvlb`hPBc&3YRAurF7Q_{uK`O=e=;bMIE
zsnP|0w;b0{hVmEb?z#B#Jk-Jd%5YCGsa$%B44viDJY7OAX4ccKdi-S<Ng{b&;@@xL
z`g=t7ML!I|iX(EPgMyTRuhY_9F(7J9Iq*Pf>^(AjZf;op78t(3AcQtUG!Y5o$$-ra
z!G6(qnd!}H3_6`7u)*vPkoQE!_Q`9ar9PW0Em(I2J=$6UM4hBvGI(<JQ&^@jVFoVg
zoz8>-eY=LJqC6=NE)U&%v^RuKmCo7s!LTFRdfC43cbi@S0X3M})8;lg5|G#J`yCKm
zSa0&D^yLJj9!)z>N;Hj0XK}889*O7pFc0JkeHSfAR?<j{nZ+&zWPXB_n`M`opG|)C
zvD6tJh8jwpDZQ$^fGnjA%G^!z9ORvY5_2@*=<O)A<hq<A1%j&C-&0Pj?SozB$n8)k
zJ-_|o)<+-g+`99D({Y1?M(-g_<)68?vvuS4PV%;-;0%30UPv(uid^T|$R%H0+#OMX
zYM)!AEBci~8ui@urnkIYSzW5GEv;=VRhyn$udI5jm6gV3ZPRl%mYW_J0N0vLuen}X
zUS3^U-*l_q+D2nz#ckBrYBXKEUh&+`n!8-BuU6L@m3n=%;?|&|T4Q-_#jCG+o8Csf
zwzgh@@+<3=jrD4C&8x08mt1dseYvqh6VmHT?rMGAgFN*{rB+#OE>)VV&DDy#ybO~m
zcimfCU9HuZnoG5%waRMEbvL}~dZoEi2ihuLwL&ZV>#G$gx>l)eF0H|KR&BLfUt5D0
zSYNAETyGP8*I~lCwz*ubRw~PGb!E+6+H7ttt=HFpvdt>Zgs#`T_0`qY<>qpIz2;UL
zHE@sHXt*1dW(DY5TCHz3mNy%X4X;sMtE|;G!BpC;tX5a+?nZrS*;^sA<8^rMt*kYd
zYir9D*YzqZ%geP5pkvcrtFLX;8Y`7`ueJ)D1FLIuX>Db>QLitpudl8*y}GwrCH|Zt
zF>usbANS=G+dCm_ZgKZLF&Lo9R|r6I!Xbx!tMi+`{}=zGt?&HCzy8U8{pbF|!hiDM
z?*H=UXV3o6zwy8S51W7R55Du4_Wuk?Q2KAY7g-&qYn+dvsB%{7FdoB&@E8_~a^X9;
zPj$_T|M={%EVd2h6SmN$%@ld}z1<tjbklD7ZB~<*l$YH>)anH?Z*opvhJ9_AM#HYO
z$dj0Ir%cYvu;IiuV2?zt>U12oXCrUF7tk|ifJ@Bi%HdJB*AM-Ws5<!svfS!*ygs-C
zQ<Y;T(&gG<A2zFS=a5q|Ccl_?!&YwpD1d$8NVJo=)+xi*HS9dYu5_=<@}B%19UvNZ
zaBQ5V^X7M9p4Eo^O}FN@?O0acea8ap*ispG_X5`rdxHSB+fgpyRh4;xH9R4(5;K7^
z+E8Fphx?S*%9i!Phuaoxf^LAlqpBvs2BIccoE0^>=B%p84gDz?0oUWln|jq?)p0h|
zrz?7L%~?~QYE^UlqWT!kK;^Pv2=+c~Jc6iNEwHvjKF(NJCc!oCmh!%vWL;G*H{0&M
zB^KvUT<v{GTGsb^1K8{DS`9yBE*H3CihIYfbB~vwiK3s;R;<{K|IBXM^vGcq@qce%
zHMmI}q0a<vrgtq^uJMg&*k*<O|E9k`2*loTZ4g<0WOdvl+%boCn}asnj(6*I@NvOx
zP!|&~sI6;-uwh*59l~M|oe7wJM_4QfvH6DAbO&uvfxTehK^pulVC!8ZIVV(e1S=6M
z1AB{c>`=>p#`cmwQ*YVe9s`?!l3Ss|E;Zk0Lp%d-m)T>P*bk3cYq!CzW59+pF>Y+4
z7J%=H7ud|#fbIWZv$pTvh5LM5Xn5dX)Cf^e;TEieEEot@oK5SS-?ZMgRu|a)<U$7X
zfL2s^CeUNlT(p0pLk+kXT(j6h4{o+X8cG^|0QX_N3U@&^da$o=3kMC}xMogc%_<hL
zGTiW+=xoux3JoCvp!9FCY_^Ts0F<LTg-l-E8oG{PfBRr|1(LWM2aH7a1`cxgvQSLX
z(zaUzt0wd5VvYp3*MR@oiyaSqeLfAm&%uTgg^SD8O&pkp-ZynE3w+32#EMr!qOS^V
z<?o|+42=)?$}m84mRDc|;~ZhdRq0KwL(PB{EjeHrcb0f%IFuIb*vijOI#<uO6#uak
zRIv!7teE?ss2Wi5#H!@yCZ#GaIwcCWCv7=}rMR8o9m;JMdZ!OgSY_hG%hpM%WBXV{
znE2f}afOSpOESI6;FBpT`}R~QTg0uNM^@vB<j#v2-^eDwiKNsMb59AXOJ^N`%%b~e
z<NI^=+zWahGWOA3`~}0;S!Q{s8q|lQuf>4LGEvpcj`(=azzo?I@nv3CP5Y(Ngu9NK
z!4Zv&=h3tobL3U^;{m&BYit+2(rB&{hv@xF*_*DEwKQrARc4xya>_rRLdu!(OD~X3
z|0uF2qc)pJV)g4$%dWxhb3N(;o7ef~^V;&}>T+XU5I#W``HEESC8*ZLdcnP#d19a$
z`3Y$sBQxzAx5Vtx5tB#Q)O2tLh6@~7X$}G=sqmYl8g=%LK5>Khz^nc^&F8IJw!tsN
z9$hJmdvoN1Kx|HIXg&vL4c4t4aHq0vd*Er@rG1U(J(y5pI^MYyO+THIo2X(tmC7!m
zws)xPC@TAm%I>4GC#mdp%KgiW@t&l%*QxA)D*K|c2B7UtWd=<L5cb>qgQLZy(9w&q
zUuVK%BX%x-Zo(=O8<-m(flqP3yupJe94KH*RdBjR4{*3E{go_OLBR62fgb*-0MvVb
zUpsEl70%YM<b43gI@n5sEroG)4i+*vP$1fX(*w-M8CT3$Db}gAhd%y$!b=2>ps<Aq
z7#(0`<MN{#u&%=edqX<LyB2Pawc&UIcx(CaQm_RJt8HjWz6E&X%f=qIz?MUWkqnqk
z9HG}aTNIYTq>yZ$wuhd&0nT3SULUt_MK_Yrmk+@n_P|%1V&^LGj2^=<!~Y(|SRhG}
zt%*Bd^bgUaY|hfHZ;Tx8$p0?+0&`S6`QUM<sXI^O)-4{W;U?>lc2$9WFaw-Ze0vnp
zy@2)%^yh+?*7+|}LzA$HHh9N%8dYD$I5{@jQgQH!KiF8F;_gx2adkef=R^-2<qK)7
zAfY)A2kW|U21U?vZciCjC4Dm^>hvbh+4s9WJS`L0e#orolGc-5(43Pk8nR_f5!>uc
zLxPx{H8G#b&N%Mvr1t<+!Tz2GS8q60cB{AVbQ<E`McNvm8{$4F9u*t0+i%<hjC;V8
z+yfF~k3%|N1d*OwKl|w`-~JD89k_pM{$KdRKlpE7yY*}T&QHGd_TT*3KmTw1{%0Tl
z${T0@nv~qsi&@#?p9USqO`uS20{>&uO#nA9U|pda1?GpG23RIxg_u{S`PZz<{LofB
z%Y59G)%?(|H>>WL3$1y!H^XXB|2fX`E2FC8EXp#fI@VGxqpq|C+&npWkb?tf$<5tu
z`9!*Yut&oGV}8g1ggsU56Z1npAS}zUabteS{efj1GLOs;d1J7A6E5@ThkP^glooad
zAT{BK!YWagzu1iKO~G<-mx}pR-w8{d7D-o$2DYU;V6d9reFvQ|<~0`z_5lBZ?aO!G
z0S5)xdR>qSIBg;m;K?Ab!O1~hga3oP2G<CA4GtON8h1sVb(x4O+5mg+s=N<A8uA*p
zedRS&G+%~sfqRW4oFq_S(cW>*0xt<njC7MoGasQ52kRGG-dIO+3z;!#)ap7zZ7ge4
zq1Xh8#raM;ZCZ<N8CjfG^jJEvt;>tE9d}U^`+4^r+<dp#&g|+!CegGw&CZdsXV13m
zS<Sd*pItOwDGSQpeFrv-1yM`RCQ_B$*k?ImcORb#R}aM>0iFt*7U(^QH|9#&&gZY2
ze?MQAQ$~wi8~VHgWUAu9kb6fT-wPMMb~u381mIdj>vya^Rd~dbm^Uw&t^TkzGCt+{
zqdtOb@6eAhb_*;|8-5RBP621pvBvMhT2&wNZ^KQe72@+$In<{E5b*>&K^D*<NSI78
zID~$L4Xa8O0^|TbJeCx|aPt-xPPkX_7av-R&lk;aVe(D(v0FuxZ?0!orT8&SrMlQD
zffiB6@MoAZCEuBND}4l?()}CmOsVRGpTo^*RGa4SpoYR78ATUHi>!@GaUeMMdzfOS
zvH!!psj&b(G*mx`M_2Py<o1t>UxZ@z<hB|ZFvwI>D!mYYm~f}u_TY>*jVRJ?j|HB_
zLUFlKXS7R0M%3fGRFG|V5{HOU??Uf1l5Wa0nHvJ-&iW<Nvt1!Z5Il;`G2~Gvy#!-R
zz0;4NU%|=IZf;gKR=o!G?&zoTov5;lSeb|bGzVKKv}Yg7#8=a%@4H7Z?K#BIJxc7L
z(qwJts8Ev2FUaE{h3Ijor(d|b{T9Y6T(a(AY{T7pPoA6pdVI%v8zUb&`)w!046*;g
zyMmH(oHs$+j2@Iua{>@fyrSRH4}l~=d#9?hR3OiVtfD#H5VERK+FySU4zl4fciXy(
zd-||r&r)x3T78VK_}xJd77_S#o5g30x69`K8_hTd6Kyz&1I_`~m9f%%rOcPF3lLBc
zW6jlo4tAaeU8t?=tj+7J(d*dib?*ECt_5X`K4-c0pci6G4<X8897gbZa&d57Iu<xA
z_~Z4Cd*I#k&=>oGx7UN92^g{Mx;23CV}5ib1N#v<7(MY$7oyie0Juojh36hpnz{<>
zT8RDu?##UaLQaC$1%#_({`&k~!A}B~E)ZPLL!$wl-NB`a4~sK&RWGxkh9ekv#j);r
za7-E9E09MY^3WGh5DqzvC?|%GE8;MOi-&G7b|jd&9tu|tl}K{7IJ*a)`Xnjp$BV|a
z`~!^Ysz^0|vA^^#iigAyL35O8=*eTgK^v9Y;q^zhEljOVekOfr-ZE7$gbe7fT?p6+
z_Jm{~QTkE~y`5}0w^Z+ei;?KD#9eq*aKD&=Kce~^Ia?r2)DfvJJK78Zc_H3n#+@37
z-I^$0w4+u4XW1~)4g0%b!x#y6F!Iz8w~zfp6Pw9J`WzD<F2}4{Ae<(qoDAx+(wR=w
z<{4RsLB=x_UxnqA88g&`g$rP%Qll}%lQF1X)}`0XDa!sg#Zw{<sz6LPo)RXI!b}8G
zh$S8cp0Alm@U8#gmw)nCzxQW<?sxW{{2Q14#eevJ|M=H``S08apBcR3{WHIN`>+4x
zul&7iCBP@sa88(&I*gM<k(?x++8MDMTh4Nz;ES~^*9knMnT%P$_A!pR_M5;>BHv1o
zZ>l8zJ?`=_Q4LQXd(D_y+a9h^kFk(Ut?YQK%halJFF8|dIrcg<y|!a6PE#w(Sg}s*
zu#sgDnb>C|s{#tJAp*tgTb`)_PT2cpMLA&)V;fkyhfDlC+n$#0@{(etOLsUy6Tm1(
zlT7arHO$6PPcml>o`Xl;7?pzu;~15L$LAQ8gU8hvl|w}F$j(B6Jx1l=u|7uS;Nd?;
z<=_!PM&%gyGBR$+s7hEUk+c9SYE%_KqL5zGW8;n_T1$o@Q6A^8cb3V~1~%d+_OsEJ
z#85ER%^=0yg$0}7fe3h91%+mQIqZ9o8h--(NxrJbhgeCCg@Bb}TpO_Mw`5x^xB`pF
z%SpkHw|uBxEI=?8FiWxsFycNB%)ktgENDiBg{n#Qjo{%g#(73S%bF_+wNF7c5}q^Y
zGr@>WDKz9VQC2-v&`1L%Cv+}>oT<Jg!WIONQ+-^<+N7~Oqo3YW`DG3;@GzG&@z5pd
zRW5+j3bdy*!GsCYtkiN=DKImrWh^0rycB?OWtB@>#(B9_D#s$H=oPaR8nDI2g?#&{
z*K0#uA0Dp-op0bhq>1gCo@C8H$y6z1W-fSmB003A*~lV$QPI3{-p%1<kiBR5-pOiF
zd~i-$(^TAVrbop4CuB^z)6L|eF;X|08HNCdQ}Tp0<HiZ;OmnsQa2j<g(M6_HU+iF$
z$7?4=^kXj|)wkx6RC-c*JXIbwv?;+%>G>j!4B5Yr@7_XGOyb@$#_eOY!B9S>7PGxl
z#<W8g%opLa+HRtE3Cx=8%Bs7%<Vh%{kq;#;RMmN`%5TDEE#d>jt|dh4D`^v-TdaVn
zYohkXRg=0OjLk?iC`tK5?d7OXR?IIb^70U4r27i(Kb_ycbN72UKl(saa2A*9;`-bN
zcW>Er=<ogi?B7Cg&Nb^Mc(vR*>bm=_1&iIQAlOG`)4C0lc;6dX@AUvfuGt;{Y#o2T
zc|up1xW&X<&ZsNQH*kHYg8-nV;)6DG20}L&E~|;R;Ysumm?ODnZ~_TX(a}{c-vD3*
zfNb1L#IJZW1i;fK#Nh)dMIIEAqEUpx-QmplvWs5Fve(lJi@1%~sl5+*xQy%E*Mu+{
z0ayw>OAu#JK?ns?lEu(F!6BsPc@VX7PzwQ>pkdXH(7&U6om0dcZ;O~XunfkKE#NRh
zjx!iN^8ui{vbdbk2nIQY2&c?-h8YCOEF3!4RtT-sL3A}rpoU%-s1SiQfi7^Xfmoa1
zXF_f;u<Y4y`VdjG3^z5xpheaSYnOs}uyR<whmd{v2qJGX|C?s7-R?cas2?zC5(u=2
ziV3im;4jm-RxW=FfK)x}ZL$)i1lo?F99woTK=cPhQl-mxDF$g-f}FycI{=vk1Xkt(
zlj67o)^YH&<1R)(s6qk=@)!zGn(ep+A>Z+xcgsVVutK2XLg>MRYhM<!<vQ9Xt}md2
z(P4Cbp?p2Y0>Zlw*qR@%V7}m3yAU{7L}7)vlW~p6Q`V`13Cy#r4BesmFoBr)0q`Cd
za185Ib_#%QB2ytw3xsyIk_4BrdV%H2;B&1(AL2S8_%KAc?0OHO(@7S{pXdU8g-G#1
z%}LXxkHZwdF`}7*`5c`qT`qkc;;TJhBG@!y=cE3mzS3MaPTDB>QcUiVA-$?$c0(j_
zDr9PCf;o{NQsQ7fmYL(|8!%bGiB<e3TZ(U`Ur|PiLXwD`vIhs0Qhb-v>w0{5iRw9W
z|Dzjc-tQ6YxTHpYt>v9B=z?auntZ-)H@z-?8No(mhke|hvBAH!3m>3qITdLloGp~c
zk=yLrXl9$8V_YvtUm)t-r<Hi><O?J#F+oxchRS2aP$BW=123*<NlLA=OaIb;f9W4x
z`Wt(H?+?EJ<CWiNzBl*a?A*Wn>o@-G>X-li*?;B#_=*(S)Qeeh+L;C&#_^{}jz4AV
zqXdWwZoi1tMEMgQ9Z~ZuV3wouHVfXMKZnQ-)$%QlS+5mgo(STB{XU1(z-BCA23fE$
z2kg(I>7%@zKnuZ))3Jk;w+1?_3sxN)I?8xRTt#)k#}m0be3-yd!GaUnBg(LAtbw{<
z$!wEArZu5_Ljg{KovrLDj$>7@*xLAnb_Gjcz@NmjV8yGvY1kG(-j8ivuq*`2K-0lk
z69dnxEb`IDG-j1Q%FckIa$H-(5G~_L8E<f41aW|}n6Ts;p4mb&jSg7F6b%np-PDW^
zSXmwe1dNe7s1sH|)`&7L!T<r}z7H5d_yGS{d>aN6Bm>K+L1xt8Gip#8HCT-j#fJF~
ziHaB^ki1sI;izG9;)=L8k1W9acDM_I?kgd%ly*`ulhk?rL~cAu-yJf=!F@WQm|})4
z!xslFdPi*3V-PzwG5MMrbOoO8Bw$zK?oeZX;~)!}hySSBWM;Y10HyAL@hY%^AKY3B
zQAhx6X2AkG{k~rZJ1rPN(WL{2{q9lcCRqp<toPdx%>-7A%B_TXmz_-vp^XnidzS|q
zy1_7IEP*QX9t+KMLpn%+*9e&OwD$m49Tr}Pdx&sw8!ZDQWN4jKCcxA{38oI&8Jfzf
za36umL3*X>ZXlx&bQoFO<A*7Wy~~2ipzj6{c7vlSWp*_(S?U$5YB*R7RD)l9`=%Nz
zMi@s@*^CVjyZC^00`3p{9%XndN!Xrbi4isfs6V}P)0sWC2XQP<FPiM9a?yNR-pS#3
zkhxJhInqknZmZ(aa>9zhZk||g9wVO2)M%I-E+&;L@G>bFIeCJ;4EI-xH%p!nLn#%e
zIkV)6Y?4)_;>$9X>S9-xTPKqEbWfH?QRfNe@KpJ+Xx7_&ek{_Wi`J<xD85T#(*h}B
z(S*rdRw_+`lR`|G#EoWDWED9Cj`4w!`NYK}G$zX=()0@1emSEEpN!s7WD>)_gccjv
z5Qh0=w;r<CG1Vp8byt?FtIOoaH&G_}f>iZ$!Wa~9En{~-QF?JWr<}VYbPi6VWtLn`
zKbKvPtdL*O$?6d_O5YoLp9D_LThiQQ@$)H_W$>(lNHXtv-EPl%|F?gu+YF=M{;m3f
zXnS$!f%SF`^E%Cehj|BH{a`q@%yUD<M14=g2?KB+L2wb5z{uz|7lw^Utf^*54lQx7
zBoX0RfEV2%CcCU3hJfxUn$^5vmQt2sne`;VX0D+ODBc0g-yji2k=X;_AYlh~@X<R)
zctdbfo;Y{A7pf>U+?~a<#DOTQ5AGXKYsYHztZpxY`{0J7w~9_NivNqWm~hidg1R`a
z79P4dj35x?5w17_bREG^G~5lsDc_995ux`0LcxR#YZH)ad|J`5_u_si<dTpczNK9L
z2;<x^oSRAAPjLQDMq253B5f|PT;icBY5B|6femnX2QMX#28w}XkWJSWg0DVofjiI<
zhulSGf@6+uvjc|kW$jxFWn{*r<c_dnNum`(P)zndl*m2gD^+?n`Cg<ZpxUI}@?!iT
zQZN^dxySCB0lUELPuu!_%5LILw+(3LG@ej59ryQwD5!XAu<tH7NRZ1V&mo1N9BXa%
zR<#mhFFVtaQwL-{1I@<5BO3*8i^C|pCfZzNIa1v^G$6w4ik{?S5X(TU!S|Ph2zF)u
zP(~T<CE*_;V&zh{%z7U41ENQgjqTITvp3+|ktAr2o(?@Iy^_3jO48Kf<?jys`oVS!
z<{BUfXB7AAm?tHsFkh6G=)9MyF<LS_lbcKtXeNl=DBBv>r_vdPrt#+-FrE3LSQ%$C
z{yt#b(FFP_2S6kN?aeuou(2j=jR{*b6JcwH6$cf8FVjdNtbefl+dumgf9v=Diu;q_
z`>%fU|NFxq{Qlg3`WxT-%k$6ung8xP|KuOLzuzCNFw^iJnUy+>7fYeMSeAH*njupK
z9YVNfVL09DQWA88!;NUMCd8Je45^V4MuXyK)MHPTiLD4)P>ms*z-UuK8O{^bSisP0
z7?(g=4U|A6c?<@6_>nv%xw$}z?xQcc`5ymd3w<rB5A1Wnp4=3c{8-PUSoUMRQ(XFE
zb?850SyQ(GV5Q0R@}sZ=U^|b~7NA6oNxq&0Z5mRmG+-jeb~fJ=S2Wq<$#|y6(vw6a
zp+FMckzowX&qy1Z8h~Ut1PLPu`95SPWl!`_5i&FL1weG2Wfps3HQxV?lA8MNJ5^^D
z<9Wn+6vLRTk*`C!1HgKmmD$Z?Cg5W?L=zpj62^Jr^?8})<d8RDp~Bz}UboI8A~zr=
zC;Dc&4|+bBuY4DbgbfIC%+FqdB@g^1I$VFC0(7N8%xYJy2Hi0{FwPC&2vQ9W523}d
z3(=b)^a*_|5ajI;WjLmUofV8tt90hA2AlsFGy<YcC(KpsxRPSNWL2ehglLs>ZG*r4
za2yJ8q7T7>SXId|7Ceqh!s~!J99W9|h1Wh5EoF&EOCetdY1IQa2vRB0zH~VOA#4M*
zHVWMY#mZWc6||qC+X|^isw0LHT1A*2vRNqnTHYQZ!m*@{6Wo<Jt1h^)h$=bwDN;o;
z1WPQ4R!-}2=-R4?o|6p8vkoX@#Qaq0u&k~N@wr7rohpx#0uvY3OtLoc6dO|+s#UMi
zyJkJ~;CLKYrrMy>2Lv)aD+dtopij)~3y0^d(Chg7K@ZN<VLWm;8VR`S9@h%&J*bT7
z%}2fN4geJ3(NccCQSv~k01L1`<{nhpaAFUk$|fr?Ug){2%?R;i^(0jz7B}5hM^cHF
zqM~`V<aNCmxlfqa<s!W@#mi+%6;8$5W$Lu#3F?u(MT?FqDc&#N&FQ<5(G^g60z)Ye
z>eC3S)4XBwpgxVOTJegRYPGR<%-(c3%ou^xs_|YPW!+Pf<5T4|L&oo8M1N6sgwQTF
z50<exGK-Z;uf!jF^ql}a4QI&)OeL2LV#;0-7H5RS#b1ag8Bkn@V;b5(I)2z0W;(~>
z%!n2@{|ruCY$Up3dlhemh^8GUq?iS0iHnSmgraRkVd?YOWL)}Hby5#+yvCZYG@7f_
zwAiD<vX_8hh1D-Ts7C=ZdD($*gZA>;#>#SIb%P307f<37G`82M(oy|Gc_#D4q1>e`
zo>PX=45nP;8A&<Eu#K{1{1R8Q-IT`has&$}<6H*AM)GMad&Y3(Yy@sK7<PRgWN`TJ
zS$qtrp`h<oyHSa?U1S}8jw-N~tmwtJ!L7gT9bJd%uiK6My3-5x2~z6P7JFuW5Ac5=
zk0|>j8uHq-t@M=?7aQT=vdG^+Yx2^Tg?B|H6RPsHJ-7#mrGPDb0FhK+USD_Hu$XoO
z+J--iIYdoXW24%vG?!}C)s0GhbFI-_-&|SuyyeZ!O0{0wXn^AKzvsm7MVvM}N)@H&
z<sD~RG$rzuULAhq?6`2?g^*BEb9{Ty_T4Vk@k&Y^w*il}MHybt%5cLarj)*%lIKp)
z@Vjmso)9-mucc)B?!XNcg40^N?|BDmHP0y3U_TJ0FDC9gckk@p{NwcWrR3AyBj8kr
z9>0)$ytj3eo;@2sdml_Ju5`Fln8zPDH+S!BtSwcjq|!r_p$l&de4!jlySI8EOKR7D
zNo0D8wXZe(wU{K53Mn2p{ALq6hXnHFl&s3*H&Pyd5P18&AeIs<B@Y*)?|E(z3qo24
z-(}uVBm)Y^B;9z3WE8R3|AG@=RS3bZmuG?;d})Pu-^k3kRSSFVLF6f!uV!ZcsMlda
ztXF;|Ge46!rRHyD=KQz|p{#;X>u|MG^|#})s#L7@h@SQ1y=^65Hp5u12T~BT--%_!
z7(${CMmCMzAo3|)ASFBQFQoBL^tvP$3ZpVI-$9ucRogLJQ*x7FB}8I$6S5xB#OT~e
zc|&2dGPnpmzYAXkdO1Y{#Z%TAJ^oVsHsZ1P*~Wlof*z$K^-R(_Eix+lEHW}u9JMl~
z3$;ASy5#5S2kP<-oHqvjMfi7-pI>CBKkzV=l5`w)_i$tF)3p`57arP5h6wsTWkNvT
z!s0fjo#!|y8%2Mwe*KsF2VhU^ML%8yuJaZ0SiXzG#Pa7q+|B3|k#XpUN_vk}G7{z#
zq5_<i*kATU`*Oqc`l0tZh#A{rvDa5NXaJ*HCjF&X{n0UA6?#N=3YskxEoeoZHYy2^
zlgFl@s#35UPK(1p3Q~!Z5A{Ajej`-jV$N5ia<4?4y4?>teLM`Y;cVC|8?}v1Z^ab^
zk9#h=fGWJ?M)1kSI{gkrY~X9^*o~9c7f-VxbBpDr5fbbRW2m9l(n?=eYXnfu0nXE?
zz{E9=s)bKa1<mq9n7fHF)$sa=o#z@J#C8;I&`mk2C!Sss`7-+eE4U*v$x0FjJ?QcC
zK>(W_QLh`H(GZWGVzE9xVh<^|_+<`)7XesLcnV&G1*Pcni_oCByij_IGC;XX%Ce5y
zhPV$QEC}0n8|I2l0A^i$=pT^dA+^1ntAgw!9CogHpmpkxA$~K;*0&%!V-xmL`>+G+
z)?p*HXKioovNb2$a<RCoSfD1bM?{AZL_o$TzHMzaL4sM}&UI(SaxrkD^;z8wZx5nR
z+~8}U!I=QmG1#xIV-!dkW)u!%!1k^my$QRC4VcdP^+6ksLG;)`1th6`1X-XE9$e`6
zAeIX><9$AGCB&}P^7mV92o*5Ett(i8<M9LVqv3H<#ipktTu1l_cod&daM^nYR>y;l
zX4n_Q9d+1_#sI6h#SD=?`w^b;xUvUZfnF3|amuhcz10qTBJwHK2=wtNmsgtLTna9x
z;*GDsn!PVPe6S*nsS3!$77Vq3JPd(Ep%er+#XW87fs4x^*ehfQM>-HU6}GnlT^BeG
zuMJzS3l>g|ec+PYM#eC(E{vZErh)LG+sExY1Tlu~a5o6tBSviOh5~Uo1qJJHrk}kc
z?g&1BHU+gIKW)Q;$cljR4eW2E+K)o7-GsMiPB`@5u&d~G_hI)O2xJ@k3?Hi>cs8S|
z4~{=Jl(t!mfX@v5!{Ar&@D03lnMVa>FW7YJ9)<YSe7`|<Nqk8yOKHRE$kA%lXi3@$
z&B%u2z0ntxUpp`{x=8j@s_eOX4Y<9?buM)39cekpC`$#U_w!Ib#auh|?6KaUuj(25
z4u!;i(S|rgwceqPhqCIC-SoY7gTAy=VJy8NHLe^xVc&bWpK<I&9?i}6S-*&58+aN$
z@Urs|0eOFAhq4geQ2OGHolkDv`M~KkL{(sf4I|K|#Xb0i5TN4rSLrtX+FX)oqT?`N
zK#}n>WrW$HZ(|~^1U5Q&-M7KiiTFaI%qw(%n;r7o<GJE;&&SW%)FytSlw?nM1@Uv)
zVhg^cy_Ea!!|qlqzAsz4iKiW_8}Sp#fQ0|cE(_fm#u;BCV(+;R*EcGkVlsXz-dK(c
zT5L-b%hJTMe2lRyhvsg$2Z-Yr4gc0(z5ds?E`H<BK6rNi_kY#yM%`QA{Mjp;zw+<?
z>5mTo=KuO1hkxhqk~F9P&Wa=dH0Usg0g7}O;9{2trxeGoDGJoGvs6xtbtzUW^u0@s
zc?qWnz=n_-+Y&=p+RHW=F=19uIbc@Oj>AvUae=hxlRUm8Uvs9$pR{Pn7%x{-1IsbX
zX&HR<?)HNClmK(VgMT2}nB5l-JnJgA!o5}IL8bJNZk9LzfuA-AP=_vm#6lLKjw5J-
z8!?LxC-F3u)RI$`DfD=Bmdh9*^RBxOJjt~d#YHg?xo_X|ka}=X%~f0+Q&56z9&_nh
zPR7@q#uE0VYuM>5VkcR}vNH-(SjXmD$ev&&%LtzOT6W5d+2m@rT;5?}6h&-5ijynn
z@X~>ml$!n0gmjP3L?LPgpM~RZ>Qr9lQ0MTY>!umKESj9kD-UQ6pS&d}@A3i7+T{(J
zu8$@rp1hCFmpPRmT}+?Yi-RLzAZJ6m2o$J?wtT<s?!&17FlVxw)kwV74nqMz^qj!u
z@(erdRvnLR12heGpa^7m&3YezO}sqOESYHpMre*$&PY>D#p$o9=8&e|39<^iGvvgL
zf?huYC?IGO*5z>EAZ0;5l<_`Tq3}F{?)J_^Se#6O$dnu0;XM@xcR>cGOe1%J8Kv05
z8e2)6dDwI|xu-l>N9>Tr&IICz3@4&wFT4s+L5<$S@Ga|?SYtQ4_4c6Q*%WWn;$_*h
zZ4r!9$OgO-ulHUQ-Wc>9M0Wi#{I|Vr-yyECx3)xVOGa!HWauiBAwg%quQ2(>jh**C
z{@~NCy*syWZts@MVuZktV(2p@-j?TbM}0l+C7ndVU0v)k{vprx4Q21RJE#HbFHHk<
z13}ST>94ChPR#hR7y^$yWrxhJdezOvF?%|bqh@C8R4EShC$9@ku!(itF(O4ylZ?p$
zJG0mWuax33ukB<Xr~8<DfDV8<IZ$gBt!aMplLNJmtW|N5pH_{rcl_i|_hV^P9pfKS
zwI`R)Q{@h?8K@sq5Xsnnjh3Xc?neI-Y`8}cV8b2!ZNRs?(%5V)H=0W{@DRO|_;!y9
zn@IJQ#<VB%rC$&^BYZV*u7d`9^jF6>s(O`WQCUXYWL>)qPVNsLLb+9N%3obsTHUN{
zlJn)LXOdK^=px|TdG-U}1K>3T1|tuX*pPRL&FS_aoAU|FChC}^nXIys41RG=q*I6)
z7hmxkN@RrkTYzR-S;6><6>F#Cx2>&1I9D3>$m#dl^$j?K*p5vdqTTtl%n2GZlUg{#
zw_r+i9sUy$<*#9Lt{`GjvN{pR5X=v7DjBd6fydxmjd+gj2HQUVaPRglws#3$ll30%
zrUt?XckZQJg>dobLexGFpeWz9zNL5RyH+D`A7T$%Ux!Em(9D&sM&pY0eSQtIGkLuX
zS3g(~nQjl-@<By?P{qU#WWE)agm$4;_}BW|zxtQ|_Fww<pjw{zr|HhJlKxf50rkr}
zFsJ3kD*7$VSLL_xk`AY2?%9&ukCDv$o3EMjF{KAY_!&5xomJ%=Wy;EM+V0aBIxf;!
zd_XFD+w)8(YG*$^E@$MX=uib_L(Xi-J;n{Wly7Ie7kB56U%maWep>(FXP^I*KXvD~
z{@=g$+VB3#|8wy3f4I5%4=-K*{NLRE*^uyRH>R-%HY;_Qy|^On#hv{L56s0aUh-c#
z(Td}9$!BoEX3a`;DdkzdNfiWUt_MCdyOHq<5Z&@j=9u|QX`f$m)9ui0IfWZ~f;Tb>
zeNnT$R2umdFyoOjFU-!NOcuvvq8a4KZ19k#mE-gAxn_1gHUTZm$Zl%JlqhfFG40;E
zDcFJfB1Q}CCM!=aY2YY%|0n=I)F>87Fb~sB>uUBYNr`<WtA`x~jAz2l>ghYV%nD{F
zw!=l_yE3<i+rf}6Ij)Oak-<}0*pMe)LaAY_lDid5vGipQn%@)ATv#p)b_5st&H;PE
zb`IXQL?EDelF1|Xz<d(RjSe&;77}xF!&7rwYM%i!fcW0Nsv3vkHXJvq`CT*(iwx(P
z$>4xI+eaT?5Jhb`CL@k0X`l7uB;HmD9BKZ{wogoM0Z*wzv09(3o~c-@r$xf#mc=xd
zq+6;dw}5BVnK*;=-buQiAJ0li+~jueGzw)%6jAFmYKtw?lLxRFNt<ewegsvXO#c3;
zSfh_0T?K6h7!l<x+C}3L{1V)TfGEpgdtIw<kSDS{4={-VdPKkrsU;cB$mi)7WHZUO
zJCA5PqsjD$Eko^(4X8mSMr1@T%d=LL{~Pyua5&{Igj5K?nrpp%&!Ow<bw4_C+`2P3
zpqLo1Y;_w))(3vOy<lnOsJ4vXH@D%8P2d4o3WFjBln^}20x=<7I8361ndHUK{P`_7
z1cbhDaEt^-V8jT;BQ2xLF5t14zK`cqYDZ-}*wc66fKa*oE$bJqyg%sHaT^_6IPM0$
z{lM+OA^d$F74Htrui8BqLQ8O<m=9rw2S}h0YywK(?X{0O7`M_7JHK!RL1h4WGB~jA
zTHl8A+7K5Lj?FA?HQ;bf9U9)Pw|c!c(wg4j;(}G#+*~bRW%w%q@$=BDId!idI{n6>
z<2440|5T^{!^Qrf7A}UcebL<yS&a@J?0okvr>rC5h-p&@mgjG=b3Q{Hg{UHM-rKqg
zR9=BTh=N|*flwT7!`VZ&^Ap@x-oo-w*(6=GV0n0QjKvd#s(W=GM5j^4vsi4B$s?Gs
zu0lr>JodyeZ`2I37_WvMiz=&fz+MzPuzmophj6y4i)W<3O_Lqkf<rS_?_n2DEJ-mD
zC&1t>8W2mx@0Q^Z5|9aJ)8K4XOq&d)=vnYVg7anVBSsz`YHC3M#eFyv7t13?ZN``^
zS3|JhkKiARnjC_oB)AK)t$+}^YO4(@)dikBV5i&sNP7(t#}tA)O8-s}cHV!i&tSU(
z-U7w=It+=|A$BTUV9$ki)Vxlt2`RuStZ{k}MT8$2OL8296neffKoJE29+DC~ipF1_
zpHNd+AR&Ct3-J*eZmqA^SC?vQ8=J1@t*?5U>&@l$rS;WnV|m?MTCdjSm`->dUn2S2
z>f_lA#u(>4;4gsA$YVgISJHA}jA|NLWCkwAyKn~2jRtURjxxMTHSi2v&bR9IfjnK6
znnR6c5L2Pnf%Q@&ucbAzbBN~%Da#vaS#Cmz+z5tM%9KjVZTF}qzkDyJRdetDF4gdQ
z#&c);uFR843e@4;a(^UA`Epi8yX?3YwU_$l_rQrMKH8j`WfzVh)+KXN-+MQLp@iB=
zC5PqEsD|bD@TkVKO+fekzy~EA*(A@Ra`P)`O^R$PL%%vApH3S;(a1g-y#Nl1;}O?b
z*7%V|dV0@8bAV(M(Js}ksjemXIv4&uc36#gFvR2dL*e3R;`T?WRn1T7q#PFg_pTm&
zVPwROlr9mqP;a~rp*K=;fm=r$=T8dG=nJYcd&)by{P0t%@t-?}pyr55k@f!IDiDV?
z&xnQbUA;G^&?>$3XsZ&;broMlbZ4V-Uy1^V#U6Bm(5^!SXHdm;h<vxwSX*7%SYH!N
zo+y*-5UTnGl_7S$*Xd(0GK`c-%N<;%@jv+uSHFux5q?U!2$`r(9)XC)K=!TnLgxdo
z3rHGdz$@izcakc3ys3<4r4zPfX|DIqSvPOwylCre6Q-5onmV#n#+x=w<vjU_o}F!i
z>vS^zv-_NXHiMUh#Rg@dQhbfh?n)!;Ijw$CqI4#D*rU>P?^MuwPEb2i3&wd$!SYsY
z3=k4+6+ERXtJY2fC%4v?V|@ogPtfe=O5(Qlws(M!W9KPaZ$FdBDTsXvVqXB58C%ba
zTbJ<n0;sKcA=F->wHM%?ygW}~PA<TaQkho<KT$%WXn|7BQC^HjE6&j4p;S@BMF^iF
zB9)eb24Q|LL$hRwFO^s<6CKr-zqU3aivcJJiOT}2Ok6lSpvofbfJ|CV!j%kzr*vS!
z$is0&K8N$M!j|9Rs5!7yQ-@NrT<{K>`>6(MBfOMDIKx#xz(p*q%)~Yii{61-I3hp@
zg!>2QGz8Qr!&+Kv0T#eo8qVu2z!vPv0yD3`UMwRFmd!y3SOI{ui$DS)o6c*?Z75U4
z1tyeFydAU{47wO81^ni83L&ZoVfga!E^rD)Gyy?YVA;*yfvw~*#i<AZ=R@Fmpm7JP
z|KR{(f*E=UHgjEjAqGKEz0M$OwI@PMI2On9b!Y|8j9s%j(Di7?;elSj76H8L0w8WU
zz(uFm;FLxPD-4jo2$KLYQM>@+Iv}?N%}ACoH&CFGc{l_G-$l{sLg#SKO+zJVSZQjX
zvtxZ9fF4N^Q7L}u{yF=`?Y&!xhmR{s!-3*zcR_rGXaP@jz6y58R`{tZ51-QPL?>5%
zoAleKH$~GeC4LEuUIq7$AHPI1G@oaG%<|3}gMUP9bawAa{7O8@Zn6fGH`%Z+ZUUQm
zPDUcT89!$CL`P7^9=l(pLtt4{F&6Z*)dtI#bL2|U&!?ORe#fc9nA0P3(3ACEx9QW|
zr;MjB!^LmKp+V;P9pOwMTK)#VsS2kUl2~jN2<GF~WE|9I2!aX>$8a`{T&AB_4kPMM
zB!`Tnqj7Y6jE;^YC&BW=V*PX>Jo`KU*YEz$`|q6J{LO#%cYpQI{hu%Y-HSi>YqcM2
z4KDxV-}|*6O7Ts-m=$-$Y0weRZ>y>`W0d!X*wb(tH5e+{p9({BzZV=V-t$5Tfn9Gc
zZr#|ry9W`Ux`l8o6t6pjJQH807yqY(%VWy$o^<5W=7mY0NM@x;daW^kwS;3AM-5w|
ztQ3SK!+|ZaC`>x9B_5}&E>$#AbVpN`lL{ayK4DQiCS5Qs>ae6a3yY8+2_L%&SJp|F
z(_^mHl8~lTShE3k-V|4DP@7`DJnp&;dc5sM5W%uDa^=PyU-#Hz?nKKsjx#!X0mmDA
zM60-R(#tYEQVzzyeCHi&9RM^}n3p0`0sKdaiUW`%na@^6JX?ccI<me*of{+CV^Mh0
z3j&N_W`i35(vw9fG?&@n25j;qqBzKxhe%2z$^oJ48E?1=gjO=20sc`2%qxMsqA3P8
zdf_ZTRN}<5dQ8O=dPwoPJY2-nc$uKllpd;@lrnjTa*266+!>y-m&f_xrug7aI-uff
zm&+Jo!UFp$G%p-tDdY&=P~7A{Mx#q&cyM^=n}^`CgEkF_?FzfF+zo(zgRDM8yhV!%
zT0dA^U~oHuZCJAPpzAyLl%PfhJ!oZ4qe#y@p2FpmQ^+Yo3->e#TA3O_V2z&!L95oF
z4-umxICOgz!ziOYi`x&O-`;|6z$&=Qow%C?6XgzqO8H(ez&FX;wNs=E9l{myPY@)M
znlji;8wy!B{1Dy9LS_L3J1et@;sf~l4JnH-n=)>Kc@T|+U5wQQ#zStR<-^N>dpdC|
zD|ntjENd1nn~aa(hX(ui5cHWf@)>sv+4~HPluVVAyDs@(ELj6g;J_;YLrM=lX$HLx
zC_ZX9df@}cGQ5<qw<22e(9sq)<!KPt>JVYu1v9gY5vkGbs!2`omjkOXMzjV4GjsOh
zai<-Cw+08L0KAa~Z8wNPc*R%j1HSEawel9oF|mq`P$=3kN-0Kh7>%%_dLrmJgr`H#
zLGhZ3XBRM0`|ANs&~@l~2BRG}r%%!Zep0zE4fTGq2~8NFbA_iOWXn450MmQ|@urgx
z5cY4c1?xR#sm9#}Z2*^y1r%T*g}lR{7<0p80#)+>6c}QLL$GwTVgunU&^7?^;04S+
zANE*xh`3cy7K_;tXf?mj8t)7u?hof3Ldc{L1_Fpf4hY_4CI@#%9yXj?$9r8)iAFEC
z*RxPid@_&;e5|v`YPvAG!PIL70#JNw%xRL;^C;UXZa{Kl8Y^U;Z8G8(>&r|7bL!a>
zRz$cNGIVda0j!jccZ{ismJRQW{Jk3Q#`4HeiB}$G9E_JxT*7sa%KtVW_K{GvIo?p>
zBo1bUd`Yp?C5`pmDi7ktz9_jUvHs+r<XbWL3Mx(TO->DqwRdmpquuxK+`GMVZ}-#p
z?|giZ5tv0du=z%>`z8!t5H0$lMmTsvtbodLtaZq@3!a)OQL;wtH1c)l;_`$%T5&3p
zOL=&-67xvq5Zg`9>bB*{yKb3?;tLlN3i#6T%7=O%zk$%{F!$yq`D$Te;airkv!cDu
z!(P_QRN-ZEypTXp#}K3_yE$HHiCzd-9230|6MiPRAVJ&(7ByHXvk$>Nu7aNzvJ1R!
z-oiI$3ZDGfroXw!g_R9;0@TW))Tk_!T~^m4$-$<bnk~I?V3Q>GZ3|)Mkr^YXg(Z{T
z%m+Ik?cBS${pk((_mi6+eZa^bCOqLeg1iAZPGY?v^sB64d?BQQr_$+85b@#G?ss->
z-P+tx-xxk)oWrRf09c!ePe7`Fv3QNNJm_649<x)8<nALpEt4e3?pIWI3`MH96rT+y
z$l)1cU*<G&gws>nquoJg43&~-TqVU4jGw59c&feu^QBIGfjwM&I^5G&5G18>GUdr&
zq}DG9@2@n5B(g|Pt)fLd+?jOOVG{Sj$#Ka?`64Q(NT*aG%&W!L0sR~!0OHhXQFm?l
zZf{nw$&uWGmrDtS_}!`WYf3!C90w&w_?xC4Ih{N*;7Eof&z?@TTCiXU8QPl;hb6V@
zY1Btq_mt%LkIMN}iR**@El=YXcI<^RGEkxBErX@bgDc|`ap4iiEag6@xR}6oek3V0
z>Wy!ba%TK8Pak-eP0%PhvYRKayby)a5ktpZwwK)6YIRwnR*!fjiKS}JMc|bO$C91^
zXQ$YI=xLF!yax_C&K}Pq?oCkpaIu%-ieP@Q59daGG@(gyCa83D6>p?B0B7Dp#b<qj
zW+tiVn;DJ4gcq=>J&wW<A9X5C&}_acpH~PF;j;6vGQ0RIO2uHY!9$gyvlF9CmnM0a
zah1H5)(8VRCa?L4ni*fs>!}UFNnhn0+9WSDK|QagHMOSzqfhioV{5srHiLfYU=hxx
zMWZUXl2$o8AqPUuai;S~+2qx!@_291g>xpk-f2{EPB4vjX9r#XP`tw&-K1arp>Vb@
zB?ibj@(HC<8StrB?!gJ+uC?9r`t2k4z_s3ny#e=n(6a&6!124y9vwTFJf~#7xVV~P
zd;7Qx8;lK5COG&Cy9A43c-M-;^eO6x`o3stxy5YX{)I{F5RU!CuCsO6R~FQ~c^l4;
z2e97(n+yQ`0G?Mq^HYa!4sM||A#i|)(3c|nZ?W$X+bDul)vRQc%*r-_2%xll6V2&h
zra$Tp(A6H|2zhvodlhg(91Fvd?tR==fy3WC_1yt%(L%4)4;FXv00O&2pB->qk9>$h
zz^HY*M`dw(o1Gnitr%9GZvg-RD$tJ}_fRKnCBU&)a&14q$0-)CL|iE!LS!j^$b_C$
z;Tb)K$rS$^{;;aDuYU=qqv>k>x@w;Mdz|l^H+F2C%J*R0w@Y*c_KoZvd5>Sv{dxPw
z$Gbb9-rv4|^TytXiA;|xNyJEZZUViONBd#YQXd2XOvjw9@TglCl)ZqG%BOx1q$B`U
z@F0W?`+G)tv>mJS%gSvbitzD}+OEnAJ>Ka)NNtW!JjA2)E;;PeWZ{z1E{LcorGB%8
z;5zpp=m%`F(#J)un6i8fJOA`tmHq8b;}#4bqH;@VQkl*=xBM`|M^wX`8TmL+3Jemu
z%8J@SxTxFc&Y9BX(xuV{B_H!Itz|Ua*f;F^-JT7;5pY-sMp@5>LDhz1J8aG<2)tn5
zPd`O+%oh;H-b(Xe`b1z=I7<XkX3n#75bT@+Q2K;C9fXZYMk>cUC?|c&IWaP)5@w0l
z{3M*c!%8ubfBYx&U+(oI*nkf`8(exQ*ak283}$B~UyKXJG@S{f4rau_Og!TmSo+3)
zvWX`ncYoh&5IH<=207YdI$44kh;7K)*~AB^Jd^%@F+KUN<d8$Y*BZ{NsOuuReKnGm
zo8uVfIL2c<j**z>OYN}se)6CH^u{k=`$wPuYrzlyi-)iO;>-X3i+}#;TR-|Qf92Qh
zYyaEY`9GbMTRlCEgAcP(#|$1O5X?4|<v6q=#{H)b66Ydt%iMy!W!zexFDFiC@P}+Q
zIiEav!Jk#oHF92A$y~Fl^U0$EJnMw(zIpA0051yv=3NHPi%m;e0l&zxILxRa!kONJ
zHSv-$qndmR$$2`rqJ~AbtlKyD<P$p4!rxPPV$YXTBQuXTQ_Lriyzpu#DcFK2ZG8r3
ztMGnO!@+#=fD5l<(&EB)F^^ck@iCYA<dGs?DNfU2HjYjD?S_pWj0$`C`Gxs3w|UJ;
z9S*$9+01--p6~|~F{4om;s(I!9B;%?qbGeow5wprP+|_EWd)l>KM=HV9O7fuO&8OM
zq}hka?s)tkz0ffq#kWJxPv#>Eo{=GjdTWCZVz<$T6%((j>4Nv|H48m}u_57uiO-U*
z1iYzu^|O$?;fR&b@B;`L$<3N09_dEO;f!K6H`J)IRvRv)JmlL3qlyy+Wa~$MAa_C9
zn6on%DByDYXs8-#SZDU(?8n?BKH@pIWM^kU!#zIL-7$H7a?VLE|5Iw?i~nJU;o^Sy
zF0JiHKZTY5a8Y7R_7i6Z*8Rhep}$jaq9s|b`m=MeMgQ<)vF0Csph}8d@((di&6Qm6
zb8*p~PI(0^Ry#_P`Un0z;H+zLU%OR75G)?mJp3ARLO@@Uv+AsgymfHb0@re2hf)Oc
zqW7sllLa_Bky&$=rTjdzs2Kc>DKA@?QYP`6$V>I6t&`E04UQ|V@K=KqR!gE{ZG}(u
zv&_VYiUactWE$w)M-Vy%;)~#*))Nl*IKm;~?f@{!8W44<?H++keb-uBv1?%c#WTNP
zn5|<tORU6iUi~WGBhYu|M8|Hp`0v^ZcdKJ}`u)0=4wpBV4wdJDAJ!j0j<-aYvX2T6
zyAodG_pD*sI42|{_`4xls#_O&8KzbXr;R%PJ_Hu+hZZ_4S1VZ+WYA?rKEzZ7A}WsP
z4VVbRgpM=E`l<@|iw=fF)el2KPr|KGv3>GaCa+Tb<cK0eu8!<;^frj_rtI2;pEA}p
z3{?OEqIip|dBny7gJHI|@7`U2xWQn|Z{XPbi3`WC@W9Ffd=&$5&qLQYe1JEx5_A~_
zsm0?KqTd)AF@K*?_Ako8tzYv+bA|i)i5+?}ofQ7q393-s-cD4_RGi(WM8Wn+_>u0|
z_Q46OOaLcrouoSEyQP~(N|QTO4oeaDic>&+r%+k!ur@hD@F>buH?`^4cp|wwRW4~{
zwAQWuXz6FRerd-pz1)R(-9e|@2EQnn9oUuSnzvl9t&`lbJ%D@&z{+L-TFe<Kaf2fe
z2ui8j0$9go_-`(*<IAvn0Fg#v>!8j+fh%}^8!&V?H|ovCTAgUey#h4RqnnoE8uu*R
z1_%c{{aLYB>MKpkFSZP@!Ha0uj~jd;+TU-$QJxKF)85#q)HkXUa<`;y9$=x|o_NBG
z;taG3D7<m2&*7&XDBS>BEB5Bn$|_Mx-8;7Xs6e($9pxyE>KMv2A>%1~CZ{RGD85pj
zY`;FrLBHAjq8u5&#Lh9wkj=yqyqk<=S)3Zdps{?(W`{0tLrlpoD6*zxK&c(V?)dSy
z2W=l*dhUdM7osY@-EzZ0(`&b{_j_UF^_+(H?t=A+e-ObD+8cv|R_{UAx8C->sA)Ic
zu6Mm5?m4|+A98MW8-e%Gx`i<UTK|80U-lfwk>*z=iXz!0L{ij!%#<{vk+foW<34Cg
zCJ2DX2m~ntq_n%<<rccDfm(ET^>lTE#O!+4$9UJ*tiAR=_|@TXgdJgrUmUS-_QUvi
z@QeR|^}aZ4hhH5r4nH^?{(WEOmsMF^eSm;CoSB9~?C$)IyfeSd{Encx7kO84*Mg)H
z9@=$MuaDAf^}d~RU4(+|p<HE}a2fnd_wH`q{#wQMfKcnhh*i6!cfVt~U)g~$tn_C5
z3T&%k=?cqMTo=Vbhs=_7kOwH~#0RK+qX4g$`ym-&lZ9~=ZdgMKAA!&y5_^N9Y?MF-
z-A^1*s13@v8^MW`!*49jFD)VR_rlUr+2bN&iI|?8T>QN7F&QKy<J)U%Yu-JHQ*u`Y
znLz%VoIh-!@fck5D~Ndlf)zYTcj-c}fNO@Z9W@(luU%AJHapdlH#Iql6;lQINMc{W
znpYfHDjRe<Jhr{Bpi&h*HqjYgQkm+u^=4okyy#EPElw>}C+D|obG5~(nObGCIyE^x
zx45uvmfoVKIH%}K_o6uIp*PZrrRxWsU=zMWjhkRc*HjUu;H4X3J;24uu5|V57Nb?f
zXsKXGn#cq1=Yvxmh0$AmFmITrTDwdpD`Np9Y7m*iCy3kv>B7Hl=Xrovh_C|1i@ijf
z_QU=tIhDv%H_Z^SS*qQ-sB}1&2k=#xIqbhZfaqR36t{=Y1q&}xdvV^$0&+5Ww+DyY
z%^n}G*huYmB>FLq4Z2ZjQZOj>mjPiYnLc~ZVo0Mb&MDisa<Fnrciuv~Z5CI%zi;2o
z$-!<RpyaT(yTOdAp1JX+Rg4@)ui6Ohh!#I-tV}Knm{VfAO>m!0OomMgLCY!BYgVD)
zunsDW6*F$_`Mw!6{MIfmW~I;>@GhM6R__F6VA>UCqe!Fw<k%~K2I30V=r=hRt)guO
zjh5tV4_bocw3I!@7-?wzx3t!eWMnTw0?o<HUJ49iPKKFU;a*HKyJXe(K@<93W;L{_
z;2+3LK)Wpnl2bg9+w3+;)=F$@jYzcH?7FO4%bJB~ccGfa7J@xKFug3OJ^5seS}1nq
zOtV@z_PpZ;u;6wnu{@gDA`LGGiQi0LLL4<72#ZL0XOdrr+`fs(D)V+Mk3o@D(#JvF
z$<peVZf&Na)?rb`L*`RRk2f?<Pbo4tVxrh~`c{mk;7Lhjurp+3y59;+!bx4+{)etN
zw;}P7xA^7`j^<PF6oET{>SWc|l&{sW0k<ILvB}pofD6-;OB(oU6c;ruAh`GlmgZ#1
zx<J?ZbRPnr6UFM3VVG&ap+BXCf9EMC;OH@3dRv@Q`b3VoZI8Ai<RX=O+K4f)?^il)
z>bDs<0-P+)%rDN)ROdupcQDknycFW4eU{ki_T^<<_(<{_8u2XK=RedqI&rita!B7w
zaVy<`CnC5Sx{gy%A{RTO@gB<P{k}P=Ac-k6z0q<Unc=tk=e!yIP$r5qVns*emRC3k
z?1A4n#@gmGd?Tl}^uTS#*=Vghgw3UNE;lowfkw+=0E;(sxRXxCVf$(rpLg=|xzpuf
zsE2H?5m<2u`jVQt5>Bb4b9<WFjmppJO5Inbjo|SiYdD0>+v&FC`xx9WmDqmjkQoi<
zWDT9C>#qSURD?j?PjrfhDV+%bHR>`kkjZ=LwlX=$SU6;Jjl@jFHPm(5#Dx$&aUU|H
zK|HKN2>%`_e#9kqBxWk4Sf)l#*@UC;dL`XwSb4)Fz~+e6>d(O%@rw6T)?_#*Yv4bC
zg3Ob^9AQVS$N(1BimSOl&Du7MkG0%NK2Nt2jKoS!l^6AlImc>62p0`IQMn#6PkJx2
zeK{6C8!VIU9DJPmHM-$X(F*Xz$1t?hKSb~|ei@!ot}pBSd*o0mkh!^&(q-(QfAn$X
z6GST~+voKl-i3};Gu{giJi5)NFm2PyLFsZGN2CMq3*5iPyRdw%>;hvNubz|B3C3Pb
zD7)P%45*|19)z9;6vIJR;7_$mkhjiZ&0)O@yFI_*T~&&!_<c>kmGGMkf=Kri>Z;Fa
z*Y>2KrONK-mkBddIE`3}_v(JN86BjaZh+oX)KT7gKFVpvtL^%=N*t6hh8|N0^OD~c
zJ91rV1c$@l@r0IxO&I-AXgOHGsjnxKucss;T>)tt7fA09c$3<<k1dL6o*lb9Vkv?F
zhUgy-%`IbrZiY2yeqpUv3oGP|#9MB+p(3b?^um8fO!1}{7$9l81@w%BxMWZw#2eT(
z$T-(v|5(MKsY0EQh~YCDy0%_JNst^#Eo|stpCEd82%wKR>IgGe>(-(59kuY5h7&qm
z05e}>^X`=jC9+?~i&PBXv8<+uT*whHx#dI@`cmQ7KS*s!AN+=QotAR=2d4KP_8#oF
zq3PK6+XoUJE<;n&3nysxH$$z83fugukMhB{HniB`ec3bssj0FOc@-*i%pPuK8zI8J
z!SQW28<7Wc@<Bs>B;b$w71Kya`3zbjqA7Z`5)4Obcw6KE?DTqg&7hcI?j<kXdZs0)
z!5g?fhZcSCgxwLqCvOujebHkG;Xt0IVNL+c=$=Yy!5T%>-;`ruew5U&r>bj`T5j!9
zxIyH|(foYx<7(Tlbw2Srh%XP##5$>~R`}YNBKmQcDi)Ocuiyz9ejMP&A+?Cf_s8L0
zSl;M1C}Qg)y$oJ?wEXBH4~|D$Is;idSXhM;B=sf44>jD(#-^r(lQQkmDee?@0oe!~
zxuCE_klcfSb&}AR4yhyR$Y<xLKZ>g>j?7Vf=oQAO2QEvZkOP-3oLKUWprlT?Ruc(4
zIkQ<3m<H=kv4m$cb28%O=%*8zoLO0Z6p?w*fx&735#Uk{V6~yZ?KZR;L8ItKu*P7n
zK;2&$x7gY_=3JoZ3~3&inPAe?7fFA;xcYEyW$W(!N7wH@*jU|sv~p{0<%`V>_Otpa
zrAkGI?8(~5v{}f@&g;-)TXZIzi_R;~wDX$tU8sAV#f9bfoDZ|eNBk|f?59*52068!
z7BRaId#T@Py=2Peya+0mGlLVwyVIJ_#bOP94G>DWS&Z5(7(mH7*e9QnljZP`<B8y;
zSv-lGl-xO04T4r2{D7?ZwGl8%|3bcxfHP)~Q%3(Jow-1Fl|-nEX?RblW}$Zj$i#|-
zTbfCvk*wlq7K!rW#5STD>^2ZjF;3b~jt}o%C!kz+E!TG<S%WqM3C{d>FAmw$-1nQ}
z^yjT!jQdg4sTswY9EA12hukK*PjB{eSbn^@yRxFI^F}ZH*1@&`ztan5gU{WrIjH5-
zVv`~`z-~(CkyFU6c32I4iG-QcST`VA-X`htzGm`%Z%H;_-Ea@@;gB~;eAI~Fwh+k(
zkL5&|lLgJKBwo2)GlO=s4Fv+t=@pxk<p)rsq=u_W`PqJvA%1$B24Js_zbRec)y-f$
zqc2k8)GBn;oUO$M^IEb{e9f<y;6%C_HF$l=o%6~q!T<(p8R?JEuOd>w^Libk*H5e>
zlfZw$D($H|FkC}~SX1VH9G`Kzl;<RuTxZUQZ+t&@J;Hl!n<Bp%HIQ>O#h^o#eqCdS
zUNPiQbHDtW!g|PpdI=gA<akW9_t+y*ENd#C_jJbWuE{`@#G^qrN0H|=ki9Y)IwLM>
zDEkmIP+P>ZDe?Yoc|JNr@;vU%6MZtxGTA*O;WVU%Z$Wyvh>hwENDprc;2D3O)cIM0
z!Mlkxpd$_y*)*EW21PKyw54H7e`kv1sNRRgq5AE7W733-v_j&3fHraM!v}Nu1R6B?
zlhNv=q!0Fg1k65ukj~K=Ut}Pj;JLnu61k)QB9JUIrW{-}^J~~LbCx|%6nCKw(CMGe
z1%>qk^5Mt#tAkLXkw&w#s87%RQ7xMYMx#f0DY|?*`d+C&pQJO?x6H~%^5=NvGmFi5
z<;#wjZ|?U|Rz5j4jaR;O|0Jt|5wJ`W<C$N-j4R*ETIQ=p2#*=lVbEUq&T2sX^CI@8
zyIys#>E9mE&u4;&>nuL>-{Vf{o>TV;7pSffFkI)YRIN?ZB$C5OHx`H9U@z)nh9^im
zj;jN*J<?7!p6|oO1RpN&%EUF$jVK4TQ@5?;OZsPteHlQJ^kL|0ig$BBrMq|;Y2S#V
zRM+s==jK?9Va9)!K>m#h)UpW<8R3T<w8NJ7H<ie$I~YS0UQO8-70)qg0cr*_Z4NyT
zgtFk{60VIm$OfHUG85rBKV=vAGKa4kc}(Q|^W2PEY42ma&anokI_Gf<^gq2NN3K2&
zafgjeedOYH=fRjbS?nE*Y60gWF>bnhl7W_cUz|pz?>%l~-;#^|G9J444q~f|$9TvF
zn)F)+p-bva#SVdK%~XMbGa1P0d9H%H{T)Pe-6=KXwBF;5R;|Bf?L%+ul6LHp_8GdQ
zHJU172p|iK_woNa@gM)-KmDJ7(fG;#`zH&3^pj}zjnD2q`q%&Xzx>w!{n4BM@{j-B
zcQQjh^YeM}Cwm;_NEW5(v|$RnHtiE5uH{$u;FPjd-Inb&9bWD$1e_?t#xfvJU*+Z1
z<$GJ@Erh0s+V{hq-A);n?VVyXcnrrc^`NYIRkzFJDryOyQ%h62wZ|npM4Rc6{Xuob
z-}dXphj3H}SqMHjXG-uzdz~Gqkz+39l~WvYZXiHN%1@_OUYaN*<R1TtVUF#c77o(j
zIj+jFj-lJL1J?%7)9JRL(S*<)&>Auugh$3#?@tug;o_hfCs|(KTrJKN5&sg}IR;uJ
zBTFikalE?R?Z6^8Dd>oLeG>(e$&}kZMXVKhM$~6iKFCxHsDDRRaLgq=gvMhI{ozy~
zCkiW3>!3|DPPf}oz0%%1snR)BHfo~U(_p%VG)bnaLn(SHXDG;x-K~rp+@TtaG~#!P
z%C%_B^&d)N+}*BV^g_x%kl{v8zdf2=@J)Nrj9PK1xTDrtHOPs=Y7kf2Av?b_J_|js
zlr-~^^&=Bjc!WeKWqQVjRl;EvB@;HO!VOZL%q2LqGUaeCMyYVPdS$}w5PFsgQL5rr
zJxcQ0m#;Y4qj@<3NApCO&(bKN7+uVS=aH2%6IR2tGZW0dO{2BuM%LHNW%=|PoVo0d
zMW>UN9C}2C*VC_X*yqW6^VW*@*=H1^oSde5p7{-{VC(m6Y1aBZUz)RiFJ|BncotF!
z<hv}*a0&LXixzw~^LyT6xCH-T?9~-cCfa@xw~6e`T)b~0fO_iCMttcn<#bym@THj?
z+9nE$*Cu<-;N3Z4XHJgUqowdR2)Rc~YHH<;1M$0BaOXpwcD!9Y026)32rQ#``PT1{
zWp!!U>)u<XQ;s*t!T0qDdIa$bTai#^>E+s6YtlmMDJvDU8B9%ZAE?kQC*E)z?>D=C
zJ#p&I%pb6c%AuG;+Zirx$+AVfL&0gP2jyv&q@XcPI`h6XtLi8GOONRxH1K^W;HP!0
z;VH_mci4CKYM_gJ18UOjmNmD`x5)(*hz6Hh`V)H92qA<?(ySb)270E2{R(D2{dx@`
zkKN3Aq=blmWAE$3TLHo>`|#2l<8aj#3kQ#U!pHFQ9+TESq+FW+FeV_k&}|qLC{1}P
zl*cD0#)q$brF%}q#_#P-oO85`?<=a9R1f&}eV@=iCLY?kuZ@{is#GHZbmB*tTo03X
zV{(9O(yk(D$~X(QIKuBU1)zdE8%zWYpCa`r77g?;8jSu^W<NZJzz`0-L?)uqXH`l!
zZgCwqLR}76phaz1EaCj&d3;x1#6m(r3KMU@#OOL`#BsT*6s5w`aPlMHxiFzY@Or|d
zumg4fFT1D)PX>CcNXTz!Q-l@t78L$?I4EL);Cf%(btObMmsht^m|sAfkRAB2;!1*c
z$KMGnsO)Yk2~Pe)3i;Nc6BkZ57&IwPq@1}ykW^ZZOXY;$CcA{IN6kPUCK4F&xuNYw
zsLQB5u#RHuQZBcWl^QD?Bw0~?lF6>@ixs76k~CJzv>?ec2Lb9*DZ~7MsM>IV{05AI
zcLz@Ps$pdW)P8l)Vv6X_vMpskyA0-FB+|4Wi~(bVfe8HyYy?Cpay}P>){l>fuEy{n
zpN~P)n)-vW`emk7+Xl3*U<}MgBlXKgspSoB7lqT0!=T(1&8@hoB^|hqN>87-jbTWw
zqhb*R#SC0)*I!m<OV~&S8%s;QUer`+j#^T|(m`z1C5?(Mf@38qkI|A&aSO1bU&WVc
zmJHQ2)&E{bXjN@ruOb0J94t+W4}7)uW(c%Syz*2(rBJ6z^GUxO*82Gun*v#V=DOFn
zb`<EatEz~n`m~Id@8mwup2Oym7NrLAc(Ad#d}B@9gxEY}wNs+aKrXj8w$|=%EU%~d
z@HN+00b~KlSlIhH>O?9wElF;j$C0;B-te(`mb|-&lS^0~Ww8kLM&?1MbRYgP@oX%B
zX(Eo=<RlZED}JZ43rdI@6}l5+`@67-C?p{SV#p_OZ;JQFz-yB^t&uO(8@CcRs2hjw
z##XO!cMsCiB$k;V0-)hc2ael0HMaQtlNp0>d1@&S<_x~H@}wTxIangpTl_sQH7#<8
zluA(!AW;RS91%o8)d0?<@}>vBJm+vpsap1hCMuSBC@5e|){+!%gr^;OrAo<B_THXW
zl~&y7^eT$d=@e3vPXB&rD@o^oSVcM~T~=9Yca@vwCEH03O=`#LAu|hq4n!+PD~?7j
zTFvmPI@=T>*7Zu3#LLSKSD|<*IQ^^T&zoI%-i>>%HSgpJbUj!iONx})gOCV*Js=X}
z=ti-5&@iHCE|SQ4y+A#qwA@XtLo>9<(X;i%KC4EMjQ~}DfJA>;O>P_r$YUZQcTm2x
z@J|7&!cGN2#9{wb4I}tRW2SWBUc7BCMbWZaErOWjtU7lmJ)`hFu*kggJs(A$9#&+n
z!gZK-Yf!r-m&s_ilm;I$8nFJ#6sY$*dtu+WixBN?KD4Umnz-Ad^PGy>qBNa2F1zGP
z=F)WW(4f52XG}Uz&g%`7_d&WRx#F3d1?07i2*!;T&d%7-+TEt92^nKIeAs@|7o4AQ
zFrDN~ap$GBI}iS>;i%XP$oZ}kl)&$EuU@?(2XP#kaaz^J=~d;n^AX$t>~&jUe!$+R
zDdfG{Uvb&RR_rilLs%bO7sTO#gYCy*(>^I<ouv}liB~;bzzwJ_HvwWJQAD`3WXHlA
zEi7IUq3$VT`nxP`f$yJxhDSBEL*mAd?+g{nX!6`;J*A08Wsx`E6Rjw&``|PDsB^r}
zP!t_I%BgoaQwkJL2sm`Ss=I;)JC{~V3D!hXK;%kfFFa&4W~nqyTA7dNd;f9}jcOlJ
z4DaI%PrJ*L{>-59#@<I<Pj_#I%;s*%AXvA_!ccl5r3|N}2##o_e778Ui9Q&M?Vh(E
z#^E;E9GRytxRysaZfb*_R2(N&9!=Cc7{q9h$X504-1k~&P}@pxUG|i`Ms?tjWvT$W
zvI$lq3g!n>B(m!ROlpNw9+nu@4#Lr9wS!Q!VeKFkWm-E3gN<tkA+Qun=Cy;6#K3kC
zjyAC!gpwH94#LWq+4eytIg&4zjG^r?L^ieUheT6>WC}CT;Uz@WH;HD{^{#g@yOS(t
zea1iQSyCoL7CS;2GzVzRPiKx%qs|Al7I5v=^v5wq+Dg`!?C&e4vB)4@iP+ZM=TvRH
z<+`FzmFP!_M$idR>D0H<dPPX?wkZ4<>HBDeQ<Ot%PfWQ7`;gV7gm0@0C1p75x6jiB
z9HjU(&`Is}qj5=vWIHOSUW@HdM=e`IdVGbrF>2=d&09v9$Q^X1S4WNq)}L#}8TINB
z%b6FU?bdPdOa*B>9)1m9JRPJJ_ezH!`biMEbf~s(gy~Vo<Ih#VHp^J(aPii}<q6p*
zyhLWU$r}BtzWHSj=oBJtVRq3>tHdmWl+z1j-H=ee-fA~Ewi*;PK{r)hs?JnvVzceo
zu26`cRMu0m%iiWmh<oG)`S`|N)>N^!G(S5vT@7SfOO>7eF5U&z8CVg)8d7FK8=+`|
z+UHYB-oN03$~(B214<{olkpW@TdK|aGuslzZZOo;NSO6#Oe+j=Ni)n9OpkBhOlc&)
zVSGmM<}zwtqwpHy!e-R0hOo(TVq<&S88x4wjB*_6$O%TeAnU2NPfrc!l+(WYku7mk
zG-}00;We@spHVX%nW63PhaEDRqt+ptbp%#9ooqX98nu2y8Rhh`oDL6Jt>K(<3S&ER
zIzp{%MuS{0jkYTG=U{iAIk%=gKaE<C5m=4rj%w5#M`ouwU$(br<UCoAxM!TJY;ZmM
zA8m|dm(63B&1zT{;5krRl8#+Ak6kt+SnAkiGaMw3YytqU%TKTHKX%zni_q9*GkIs1
z=s#*%cE&E7(GX*o&3ZKS|B!2rvCC$(QOdi<H|7&Y#Q2oc!~%8C3A)r2fA^FiJu`OM
z>^M1RWc%cwgJ54I4ZB|(a#3ZUNpmkcj^U)AbJ>%;CexU}-^h0}BOYq)n&lqc`=9z%
zk@#OTTvKU3%db+NvCC%k!Vm{kM|SLUX#Y_%GGsN(I4&K#Y^I4gc3djM<Qaa7TP({%
z+}LHa3R}UBxW+D<V{V5N5Yc3pk<YQqW;IpE&gzX-Mt1E=DG?~pFM_lBvCC!zwBuDF
z-QCHmp!9Y7BaG-d@fXTj{n%x5daV3hd>3(j$a!MyviW#=Q`V2M%VxBvC6Iq(*K;EN
z4;kT!Zs16M#)mEMW0%c?CyY#l#BxC#_4d&9h*v!r&nQ94oVrv#YR=Z+9J_2DyKJ6c
zoSd!&er0Mdn46ldE^RLb{^Cq62o|^JYqg-ZFf}tXH@mRpPY3gh)x}xATAAM#CFN^V
zfxoov&rDb5rsu0umCDkTzYRv))tUL(pfVRM1&fvK`GqOa&n`?YE=<?vgX#I&q(64q
zJa*a4YuRzQTRsjRW5>vcaEz>Xq35v8^p-hx+1!jDm*9l1<aa+GyKEl2Y;Jdy(f`<G
za|@n8JMiumb8up>29JUPJGV&r<V}4YyKH9FF!4Z??_YWBviT7DnqnSqxh;Qs4bEJ4
zW0%cim(9v`$Jk}_*k!Z$d16mN+I>vQz0{qIvu(JC8oO*ByKMH<-`HhyyEJy$%wr+#
zq+0wsUmv?{PB)7<WbWTAf-%TxvczanzJk;|Oy{B;g^pb|>m>>wDc`ipFH;{MaE1bI
z1B0Ly2R~3A(8eyCIe>syT-DB_$1a=0IEE9?BE<snO?-l0*JK@1v!z4Wb&dy@<7#~D
zvYDMsnyE)$#H-@iWwY(+dF--z?6P@~m+7&~=AsU5Ri!`@SV_$KJH#s_T>6e(HjiC4
zW1}A6@tpSYQC*n!5e39iFtO_OayoX|99VJyevDl<4|Z287yP5Ts2#g(ZkKHHT4}*N
zC)DDUYY@)ZWpn;wHg?&}>L$PBE}Jt>4xiGetZ+HH%VxtV@w+Tqv(L_Db50?i(q(g+
z)A6}%PIEmTm(7ObF}iHFc^=(mbB5oMT{dU<A<)Y)xNIKG^r+M8`FGhYTJIB<+x)~(
z)=t+`+cGOUoO5UGx`2E;zli^hL9XLmYB#G5ICh?aYvoCQdwR~F5zS{u*<&b&(8yd0
z4WbT33z;g-m1c-&ZhB^NO4gsOC&Yv*<2-X_esOlDI=3i<QoT_eIS(qe@EcS}!5LB{
zLF@A=CGPLQc|bV_6t7RIq$LOVcGd+Qj$vvfO#8Uv)_8(-iC<{&G?R+jYFLe)>p(V!
zpZX%!9DNGtN+(DWPp#ixS=-oL(`+7pT=~SiA7L5v)`NJrvWw70d*OjMJvq5pM3CX>
z!ZL#V1_$036d7?h*bfm%ae8uk62R%{%LLtv3B22_9{79Fz6ESn5m*t7>j6T2H}|3h
zsI&i59aha-54YP0^BBaq3q?%KtJt{J?`yk$ycg8#rKr90d0t_z`dq+kds4ts<rm$p
zrtb3smK->IqQ3&ZoRP05;Z2kO$gQS9I717Y{(FC@4ya)2&yR-^l<`*54aA^|mTFgq
z+=oMnNka)a2|;!&b0IFS)ew$73=k_+O)$x8cN4cc2r7RNAX0nuIB3_pbr13ND88`=
z-}o3$h?%yFi0^(opa5*u0wRq22n1W%+eYwb4-p|H>Q@VC2(#_gx)e<tAI%DdyhfbR
z&Ou4H#cMRlFLTsqDoMA(FGCtARVX|`0C0-@6iG-3cLp#4n=hkG^<>}Enf%N@q#94<
z@9k$^`ll>_OrOzxuASxpJcuK#%sY81;vd&JpDKd1Wh&`#UtJlPQowTv&)3`u>d{WA
zQPsT8++SN>y|b1im^@Ah*`-}I_)Do3S7V)|8GI#M(g6g*-7U*E`82D-OFHFREtr{^
znwy-SpBx*a)fOigD)TUrTbdS$@!EE<FgG_hQ=6$QZ2MEy?O=LovFa~Q)uyUb+mmw@
z#0*)gRu_Zn^!(I(Wof%wtxe5M&sF@z%H&KiD+1&-z=PTO+RXO+%#`m3Q?oNO+lxyx
zu*;i&hK6X_wOz+FF$<#ipMQF4=8Hf7rz>xlPyO`6fByTQ{Ey&+pL}rPr+?n~wNLN9
zcm3b~t_-C7&*QKIdtP`vhqhI^(Z?k_gr%HbHedSf4VamvgZ-*odIb6<5oMzA5K*Zi
zE*K0Q(PtthN?h?~I9$03HVe6B2Qm-B!FF3!AJNMZSk^OZzgG+E!TS@1^{|2n&Pm4C
zH&?+#rxtGjiE`AZf{DU%x3e3yO(F8m23OnlYn3=Cb;kx~C4_Q@aotMPIyj7hS@P0=
zrZ;~BPg;FR`X0afQ1m~OO%!fLji3ejSGs?w;672f-rXtQ4=CvIGq*0&$AF2#Y7kf2
zAxye3dy-lo`dE;VKHd3%R5i)tVo)u96?S&HD2T`GeMS+G5sa8)i<^Y$Y{G15*2b7G
z&DjZyS&XSkI|UJ+ZLWy2Tv|*sSt`wz=Iw;}5^I#`f-S*nhU3|;_}hNHm@G=4e>R0M
z&eY*yy;|Hdfy-4hQ{C5|blQG#GwQZ00WT~`<Yu!fK>(FzHWDe(s`EcbbRH7imdMwh
zv?842ig$D@V_}KNxHy}Y)W9g+QD;D<L3=BflC6@~NJ0^}5s8<6_Ep|nQh`EeOViv?
zX1>yw%N)X&ViD_Dpb8gjH$qQO6ttpB8xtfB;a~m0+YNkffkedsXJ5*`9#z;J@rpNe
z*7Y;!F<Xf~G5(^wN*(UP8~bVBaCnD%fXU^QdYw8BZpZRMb-V>RTnNzoMnbi6UaB?@
z6}Gc4=ge!>;evPObIp6PT0e%;GT+pz)$#F6Uar18&T^(-uf8$H$1z@?|5q$?rllt$
z^~ZNdhkKhcmq>JRbdGo?_b{)@1rvq;qzIzZ!PJZ#j3v)e9*hPu5{7*~C7=G!Jh|MZ
z78m!cDE$JS%4*w7^E1JMgxKs0Fy#;yFYZSnF1lRjG@kF|Pk<L#BzOo6nAF66Ef54}
zXa@aB6%Wbc#S~jfGreR3<+;W#@~~H$kIVtX`*`IO^Efl-tyLfU?W(t2^1f&U9lArO
zzYj9W-qm1_z}I%5dsyc)i$ZkHXE1g0X_Dvt?YgwpSxP^H|8!rU!NY>SzdM6~6S`7o
z@YtZA8_uBm`s-=utn|uhaL~A?!9n-cX`~rk!{IbINMkw9dwc;|E<;w@?QT;I%Bo6b
z)%CjE>f^fukq10fcwm2}UncsELUOvi?8)2J(jtVnov`B9>jz%988&zQ?GUE`4~KG}
zbxAeR_F-r)^HT+#?!zWtGSvB=9x+hL{h$e@=XS%3ccX5->NTT|7d#2$j$8$wr$OKQ
zIzfZ7XMheH<)AP$Qv09rr<7;l`@_$;j3#?2tmS&rK%er9Fg1@6dNN@m@nkh@1<@oN
z_KSI5kPG{hCG0w(W>cVP0rRM+ZPtnsPJwv&DjhWH8tH6lKWvmL-MAAqbkZv;x0W|<
zuC3p_S!($0y=wGW-pS6(xzJ8F#U8&`j2-7a!}kh%qc$s{xB0KSKmN0YKdbzs*MIQe
zPOSX+h5zuszhC^r)&Kc#{{2_~>`zv{9j9Y3nW39}d0w6vj-wpo$ACjT2IwL19JZO>
zC{8Um?Pm%SunHu8?BM!JUkqoYi^9JBbiv|$p>97s(7OZp(50e5husHVDhg_mo-B}s
zevByi_FF_oRxOYrO$Yx6>bW8V&JlVGF@)NXbU9Q#M9MAf+V|cA<;TJ{ZoKJ2Pv3YC
zMApJ)p<+J}j3~|*;)7<?ibHj??s<n19}Csgr8q7s4@3KOq9+=LZidaprn(p|kZ~Ta
zY9G^$ILd)*=FdJ`q)TSpd8Ym@3k0{`eIU3X?*qYIdLIbx!*d}E7<Q$ZJ|Nt)_kqm!
zrNQlRADVuJTfk-gY@rbFt+~D^rU?*V0V9^N_*29y`jJRh^eYjn@T*szLSjagD)hOJ
z2BzvY$a46e+(ZvM4;2cvy1(Pm@fUQsk?Q*OE8bSSOFy+SruH&az$7P?zJml(tV2zu
z%g;^vD7CZ*Xx69>7xYLC^p$@@U-=_R-}a}D_64M>QCJOHL9>d9vkm7YbTvPtF6Ob=
z0Eezk$OT~31V-^I9NZ{1ta((OkEuGJF#k%cmBL%yT)wfU5#J}BvyZ{&^UoGaOA0%u
z;Kit3Wlq`RtA`3II)m*(a}qV6@=k$@s)bTl0nb7j1DZNGYeM%;Fa!_>jc}(Obz8A|
zmRQ8Ikf!MbC^?q%qE_<(!Zb9MCrgveei|1^R7Y+Osidl(=S6s7ZWl3P@uI96Z#8J+
zG)nscy$DfRbT*l$TZgp&VEN|Sqa1>4ZdBxj(sch!H#>f_>er#W$K2qeL1zl{-hM^Y
z&T70cZhqA9_L?|w(Ak<dBvKt5so0u{#<e@mJOmYf!CqgMM!sI|bCLJiQ!_}twH$%T
zu{^OHOa9AG-xB!`Dr-k#n0ZI}i%-ui@A+iqi0o3YCP!wKJeG|9Sd<;jW%HJkej_<<
zen%K*KUXgzaxe81FCs!Z%ELx-<hH&Ei@Y}rmoB*rxJJXL;Jr8vtxJmo!lCL*Yv)Yy
zYe==QhnOWw`ZFn0!eFBKwU%*URADTL&YILEt)}U|Zg?1(NO+{N1?y~ztKivr3FawP
zMpL4sj2Vns;bSmnov$VBbn$Ebit?2tAv;KXaR(lhJG%$YLrH(B`1K||x9mv5YsIgZ
z>-FgIa$`H(=|<g{M26Tk@HdKIZ$vp5&fgafz*w&1;v3$WAa$(!2T`|kA9f$E!FWsY
z$iZ>`Sh#$r50@>(SA&)Y1RKBZ8tf1Ia!lhpZwq&{&~m#SJ&s+IRA3gI==g&7D)73U
zNXbJYJh=w^I@9zZIIj!+%f+v+Lw>&Jcc`+lYXBFBG7WMnLIcqCun8f29q$uuzaF~=
z^a@j1K<8J44kKY@xfR~HaoaU%7>yf|PIX=t%#*;pch5DyPchcLd(K}M45X|)*!&`P
zO$xY!6Qwy<1q=PS0_hwF9-Qy1D|J7P?*!0Htj4avd57upv7BEOP8U<0I$z)|C3X$$
zlEpzmonIG9)Q|*QMPpJi+&3bV?%Wk@G$5tYK?)`BKuC^V14L&lqBPhs8uciL)_U4B
zuEtyg#k>J=Q1iR>P6Bu8k~4Z$jiTk|0k@QEK-{Y~&{-5Z6iR{8;=60WJOX<WoK2xO
z`QE@OheUtZfKvGi(D_p6&P%>G$h;<My9R>3qMFi?Lc^S;9x5$_y9Sb?(lDnXROckG
z^|01)O)@5rWJCbxzTk6DQ2v<QbWO$8GEm(U8MyO9p_UfKiDVN)7k6f`XmbrXX;BNo
z`5mFh*y7p){4n%gla3bC#Z?feEEI2p0)FgyMMZx1gG$t{-Ux#_hPgp{m&yB}Io}sv
zXvfuPxmmqkgDdjpT0IV21LK*JfjYk@l(eqk)?jbBz0+;LLMwI+NUbXt&^aM=SPNDo
zl-V^YycTep(-thO`m2c2#BZQh1q}wT`nfpH-w`e-Be%;YStDZ9#jXKy8Ev5RTSA9b
zV6D;W9IW6X!8NJ83Yc`~l3*hjPNgZe8dR{t8W87V1D(GnbZFlc2m=fq?HVYLyB@eR
zA=Fq2*Xa2dO&|L8FS|ZIYt&xY%Upx?9u0%Oc+Q4!qdGjH_6|EYqBb^U*ML+VETB^p
zI*fjyBUSep#&j6{2F#<s7r~hqdLTfB6xTLERj+omx5utQcvDrN7sdH|!UF{q9%hd-
zKwgEjVCQ0r_6BT8L#$+G1vfyZ&4Qg*gckiLz}wii{3cc1K)L^V;Lck@jaiJA4zTv~
zvWH%~jUA+2Lj$@7iDz*?H0O-)LL&(izph+S22I#a#;!p@b{kPXk~1TGuyT^$=gkA$
zu|HwsMHX#&<xBw1wBTbdv!7_!r0`tkH0PFJp^qVl>RQ}x&@K8sD9^eEf%`ZQ#rd}I
zKtu34539@{2Gxz=F>R`{Zn_5TTU5*bh>n-T4@$*Zeg@6r*Nf;}5Pq0Hs2R_ndp=@|
z#I6DH{IP+~yF!Qc*MQnVy;}`j1LO5K19g5Rlo(%tp)E1>>zMgL^<ETrTmxsxItRn~
zTsUBO1Kti;(}cD^7R?Qq=WZ{8^McS*37VA%*MnGtk{Mv&ssz0l&Vg`1$5W;^{6<(m
zu*R)H;c=Uf<opHUg8?e}Ls*Jk13<TIL}`%o1EInGy4+Gb4C=lbxdy_rg#~jy5h`>h
zPt$f6SIJm3NIW(`UN3sUyF$x+zwht+n{2rNQs*^+p`avlCZe8eKs<hIptCM?n6c}S
z1gbu7RVJBdYyxopQ1DTPbu4$#TiOVA)Lvm=Jl--;=To6XZ?8ka7bghn4J;8+^8mx#
zz`3_`Fr2?79I$_`L$deVYM_~PmUL1O=TC$JkacWvTNJPH9!!s11L3x`V9s}i3cL3m
zAG%pMChxi?m3MEG?yLwl>cvI_D-q2F2tj<y?HV}OD+j~5CmhgsfJf_4=C9+Z1u4vc
zxbJMBb6V(7hgDqnZ+5riE~E|Gw+)Q@A_H|!2_<A7V%mt>t=%wg+{bfUJ7lYM*WmC;
zsSlR(l5j%p?%;?K@}fok!iNcL90r5stXv%D3*mxM$QWPw2e)gkN#;?Q0G!_!e3~c_
z8d2s4*!kNr1XyHgz`XMGA~?5&o~HG^dN=;UoP-UCTigaZ@1^M=r6^&U2b2LRIt%FR
zW$C`cW9JH#FJsq$5;_BPwuO#>Jk4-%A*XKx<kcbzcK&jT_EzxZMm_R7hSmU?HVbyP
zgq9agv}^@dhUCrqHojv^=OJd0Shm=R^3j|?cyV9V>$pHj4-W&@eU(LUszOimuG@fI
z95(3k!KCx7PeGE4H?X{mb6DMPwYcmeS~<d!<%K*H=ZT=8<ryLJAz7~b+X1pRKyJM(
z*m)$hn3pLa)}PolFrJqgs52#$fF>}U22uRjHBhWH8&MD3`An!Ws_!Xte6?-It^x5V
zvw_ZUSaevI>p>m2Q2s&e8jz+-1D%sX2Ov#*qNA0R7C_ekxs9@5=eLCx>jr>y^5ESd
zxxp|Pyl&*;INuU37z26+-|X_VG7w(hEtqp&sL;w9lG-i}lv}w6?u0@O&H|M^%)q#J
zGf?N(gcAG8y{LYm?uJY%?<*$VIVafELcmsQbcGrhZ<lmTHW;df@^GBLlHwvqJ6ws$
zy%)F`4Ca!H<6ILi)YA|SYvGf-E$rZY5;j29(;2X{EVQT}xX0m_-3V$Ou1V+ln}Rrh
z)22`|DdZ}XE))WB3POSX<G$bAn^uB>N#^|{0XSzf_!|n}BpZAMaP9~`>VH4j#@0+%
zJNk5EfL#A9*!jCci}94qS#=e$8g*O)XZaup!}+mrz;cy^KVai+*P!r%osZ;{gb%e6
z-}Ug$Ws+5`4ZtZ1K1RC2H#?JSU_8<@Q0GOVM4toJg>5=Z#wMM6Fa>e`flvT)KdAdp
zXtAXmde=aBCR;FPPN=ZrX$VafFm?@yS1udq{B5B_o8J!*LjY$N8Uo1`l)>Oxk&EN}
zrf{M5iR!^}6RPyQH^#1ksrIp<&dWlHF|i5tE|vR3_^_gJ6}tw`V<HE``JQmVpzGCW
za1EGu)m{YWuL?cJ0>JIt{GQ^PWF89%z-bCTS{linuyQYg0v$vy*MPXCZJ^T<I=pPq
zK33_tCW&7*RH73J9+!vk=n~8|$+|oOaNZPrwEb3~lv4C-mTO?#_8F-2SSZo98JJ#~
z3<mdoE{^jzgbOAds;o6i?8B97kXS<MhvrNQFXV@t<Enl|Qj<zAG6sjG@jh72b>W1X
z1E(3+qISb<$p*?hTMyj1Db$#Qd{WxPT_+9`v1=ea2Q8TM4}}Wd&vR%SX9!;t8X&KY
zS+EmlY2_SEnHpe1n*uw3NoX;Qh%t{BlZauo5lOPs5nLow;_W8=>zZU9T?xSXQ1Ahu
zWWHCRTQCElg9GyykaJmRsP#aTY>)<`S}zTA-ViEGRHD+yVYz9DU4y`~Y95NSAUu$>
zj{m`36uSn(Ia@I2cZCXTw1#YUaSk`>;I<K^Ac;>ll$DNKm5{f=q^z#6<g(_WI9)-(
zSWh8rb|Fs4iP7NjSnq@7d?cK>)?p>8%7$zpy4ER}^G8C38S<bB0Rrl!G;%s<``9&5
zo*_MO=VPJ9SQjX6U#M4N*8q9EX2H%M<k0Ht!q_!Hi&ntSs?cIQJ`97$TC$8?1K{zP
z2JwBX<J{AqFJF%!b&;z&_7kI1PcD_<z`>x93a&@`eY9-o)Jsnm=O4|_7IB8E2gR!2
zejJLi%_}P&Z0TCiI&ISzsL8;NlK)QZR4V%Gg%lDgNQ&dV$zl=P4qVWDmXiTuZG72n
zlDEAgaMY`i=J#5PUp;K@vDT$9-5Sgk+M4yt#b)#f@@u#C2!18PW^58+4B32CmA9ft
z(3w(BBz4B`q%w}XEmq<7z^vE`#d_(5jk_B8)s;^_?cX?`eyY)4vCz`Z^WMOkX!5go
zE$`p*X9$|+`9g6`6P{iTpos1n_ku~m&*JvnTRngpe<(e8;#b!;HQhOa-fKssX)Jx6
z&|bV*kD#IN>EorhdR>!!o>u09+H1E}#=qqyQlp+KqoL_%G4&IVKjcXfrkc%KNiw>m
z_jhk#tuLmr(zU-;T=R-uEL%0Nhz&}1S#&@8Fl_GQ?z>uq%5EpxgMlQc!W@&974-wc
z%TC*G?aElYa0_p|Ft5a{!gU}1)s;;(*V~Mu^i9xD;ItFK;DC-zy~q={aB@1t?7OhO
z{_u`huUE1o07;trs~Tm$QG`<(dy1Z{kOH+vRJ@?noIyH)B#m;Gd8sL@lLjpf>+n>9
zOAA=E%C(#(N;S_*xa5UD6%8mKa*$}U*X{&ZMZ9SHw;`-#D|xoujoYLLTCST>WaFnt
z$O}a&%ZE0SneMn;#Nit{;jC)kTcfw{axuIZ&jFnd)nAk5%$C<MkEqPv%}_NvKFAQA
z|303tE-WlnCTsro%w%O|X?9`G4{CFh@YXjuKO0o%7b?LbJohbV{7b?NJ40m`PILDI
zv7dCs7vQToI074pG_5mnMfL2waC*>0p>Io}&nL4Oz66ZQn<?8vwfA^<*w7qLEE#pS
zbHbA>h%~qiRRRx-N;`zU7ryxMPW0GVPSZ_Dh|LNTs<(N7_iNd*O!4f^?j^OrXx<m^
zZ*7uY0FN3hLDk0^kgR8?3FR@a!8GK-KAfbr>HkMnUO&yZN3A6FQS|`I;lR;p_@%J<
zU!<x}!ov3h*-XEu&zLb8fzu-#mX^3fcWT&@wPV@at5THIEINsE#g4R?D}8kV5*2Mx
z-gVFty{<!w@T{P0-VrGw1-&Ft6p=Oqtcy`Ek2eIXrSJa`B&*@?NpVvA-WJSufL2Gz
zu(xY-j9#{%3UUW7rC}4l<3YCY@H&W+;D@wFdh({Sy0pcoXs-!1Dpu3S%G;aA>su^-
zpgUMMiaq*5eLy3=HfYs8uSrK2m0o_(Y(t+1gR~t&s?nJwL#^-tiwc%QddgFO3G5w$
zg-v8u3A{UD^X6BmR8(i_r3d-ELLRUwT?9sKns6^L!#mZ26O4m_h}oSt<_dmR;(NiD
zwevJ!>5h5v2T)|u<$M{i*vL-nJ*B^thQnO}EwepH=PT_f=9M1PAH$&s;VnIL9???r
zh}tT%tzGOv&^*pT{tdCxY&`JHhLLo{+kl$VljMt2E@mqPV(HLS6TX^8rh3%T`#PHx
z+FNNfdSQV*j+z!d)tZQMs&bMOHSWte@?$B>)Ry8CAXVd>Ra-dRSyy&-Qehe2zh*IC
zr@W()b|E&DLVEJ?5H62y1NNmqQgwJYg-uO|2VHXC1ozp=x|6ixYbk76U`dG26Q0he
z@KAhN+*A2}kiv-Z_DSW#?(FS{z84=fwj(p{QbcDoQ6yvX^xe(X^r_}`jUbboynrX8
zY=F!ogivL!dQejKu$qLvtnWz!T+kUXUJNZ1-RQ13+nwm5zp|p()kBI$<x+_SALgZV
zI8Q?rGE8QG6d19FM>SIvId6(~_X%w6nhAXcSnIg!#O#OAzj$wX>z4j;;z#K!kT@K6
z8)Yg|+-=vW3|A}!vi9vsMdmm?Fs@OoK%bZIEN`tZUw?F;6zTmE4yy_W@@tvwbGH#n
zpiDn-7p<8N0AclO$K`qul~-Zug@@B>T=suRX1I^k0r-*MsLszmqT>sU->hP{qM*}0
z=qY#WAZYHFTlMY^)}Au|D(;8v4peRk5buVK*yh6o{nEJstQusSuNgimw$w>Y6$T0A
zeZO6%PYsC6dh=5lBrB8orfwi5Q<YcR2Q4Th2XPq<F7ou1<O^p^q%nU}|58TnZnKP4
zk~*UvlrTHHZE}QPQT(caRf8v`m?gLJHm)b=-caR`D#Z~wahZ<DgDb!XJ?Qo)<Lc|F
zDfI*UHrb|9`_zM^VI+Ag__~Y+H0`7+C-y*{X3)9vd*xC!qHkqd;_ZP@ftV7hjFNF#
zGA&fLMvY3wa)}`Zh4&^R&rFwLmJk%R%p|LxBQx}^^qe!Ziw@*^PRkPT-85p}>`l>F
zOxa43Dv&}r1^&g>p6uQ7bG)vM*A=WJJXOqm8LulpkL$|d>m0or&=R2U{q$-h%hF7G
pwNc9w{*^1kG&!v#*2x~6gp2udDJMLIdac;?{r@U?3t2Aq{|6mtr%wO?

diff --git a/dist-newstyle/cache/plan.json b/dist-newstyle/cache/plan.json
deleted file mode 100644
index 33863c4..0000000
--- a/dist-newstyle/cache/plan.json
+++ /dev/null
@@ -1 +0,0 @@
-{"cabal-version":"3.12.1.0","cabal-lib-version":"3.12.1.0","compiler-id":"ghc-9.10.1","os":"osx","arch":"x86_64","install-plan":[{"type":"configured","id":"QckChck-2.15.0.1-600cb831","pkg-name":"QuickCheck","pkg-version":"2.15.0.1","flags":{"old-random":false,"templatehaskell":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0cfd337bb9e6fbf09255bd24bb498a156f1d9bcd465396ac8657b25034b9ee31","pkg-src-sha256":"a3b2216ddbaf481dbc82414b6120f8b726d969db3f0b51f20a7a45425ef36e7f","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","deepseq-1.5.0.0-748c","rndm-1.3.1-0ab25a30","spltmx-0.1.3.1-83c966da","template-haskell-2.22.0.0-4ff0","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"array-0.5.7.0-2002","pkg-name":"array","pkg-version":"0.5.7.0","depends":["base-4.20.0.0-8a80"]},{"type":"pre-existing","id":"base-4.20.0.0-8a80","pkg-name":"base","pkg-version":"4.20.0.0","depends":["ghc-internal-9.1001.0-e204","ghc-prim-0.11.0-2e13"]},{"type":"pre-existing","id":"binary-0.8.9.2-0dec","pkg-name":"binary","pkg-version":"0.8.9.2","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","containers-0.7-ed0d"]},{"type":"configured","id":"bnry-rphns-1.0.5-a7543e3b","pkg-name":"binary-orphans","pkg-version":"1.0.5","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"1217df567aae672d09979480c362d27559d226081b9b9bc4107d4af008da1f5f","pkg-src-sha256":"39fbae9e8c2a5193c07afeea34173e5022f82885d6cbb32062b5f1645c44408d","depends":["base-4.20.0.0-8a80","binary-0.8.9.2-0dec"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"bs16-bytstrng-1.0.2.0-af45b779","pkg-name":"base16-bytestring","pkg-version":"1.0.2.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"a694e88f9ec9fc79f0b03f233d3fea592b68f70a34aac2ddb5bcaecb6562e2fd","pkg-src-sha256":"1d5a91143ef0e22157536093ec8e59d226a68220ec89378d5dcaeea86472c784","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"bytestring-0.12.1.0-d0da","pkg-name":"bytestring","pkg-version":"0.12.1.0","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0"]},{"type":"configured","id":"byts-0.17.4-6bed59cf","pkg-name":"bytes","pkg-version":"0.17.4","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"27b117394065d8b8bd845c54dc0128f88f4b0c1a1242699f7603a80963ba1f4a","pkg-src-sha256":"8ca99a2449ae1233440930c8393eda065108a8725025bf079c61c6f3a4e5a393","depends":["base-4.20.0.0-8a80","binary-0.8.9.2-0dec","bnry-rphns-1.0.5-a7543e3b","bytestring-0.12.1.0-d0da","crl-0.5.8.3-904568bf","containers-0.7-ed0d","hshbl-1.5.0.0-24b9df1a","scntfc-0.3.8.0-c99b9a9d","text-2.1.1-e1e4","time-1.12.2-d1da","transformers-0.6.1.1-1df5","trnsfrmrs-cmpt-0.7.2-4d650876","nrdrd-cntnrs-0.2.20-75d7c1b8","vd-0.7.3-fb963e7f"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"clr-2.3.6-3c913e2f","pkg-name":"colour","pkg-version":"2.3.6","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"ebdcbf15023958838a527e381ab3c3b1e99ed12d1b25efeb7feaa4ad8c37664a","pkg-src-sha256":"2cd35dcd6944a5abc9f108a5eb5ee564b6b1fa98a9ec79cefcc20b588991f871","depends":["base-4.20.0.0-8a80"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"containers-0.7-ed0d","pkg-name":"containers","pkg-version":"0.7","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","template-haskell-2.22.0.0-4ff0"]},{"type":"configured","id":"crl-0.5.8.3-904568bf","pkg-name":"cereal","pkg-version":"0.5.8.3","flags":{"bytestring-builder":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"87a227c7b510217ea059db3dd59d9665edd8f0d1d3d8de39458e371a1d9402fb","pkg-src-sha256":"99905220661b26e5bd91130bd9772554938608a5b1d717240a6eb331121e0f6a","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","ghc-prim-0.11.0-2e13"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"crl-txt-0.1.0.2-121d5a30","pkg-name":"cereal-text","pkg-version":"0.1.0.2","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"dc10e00d9e5047d16a129682aac42c95da188d22e9f85856add051b9ace539c3","pkg-src-sha256":"3c7a15f4681fa53b66dcd5165f31f56ff9751a752ac5123ecc5bcf5c3ea0354c","depends":["base-4.20.0.0-8a80","crl-0.5.8.3-904568bf","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"crypthsh-sh512-0.11.102.0-629f338c","pkg-name":"cryptohash-sha512","pkg-version":"0.11.102.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0d06f9b272fbc1cbb542a4506c96b0ab278f6c33f0c567f66f5900224b9db6db","pkg-src-sha256":"bfa421a0de9f5af9903d41948431b207b019a6aece4047f0721919eb1fc7882c","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"deepseq-1.5.0.0-748c","pkg-name":"deepseq","pkg-version":"1.5.0.0","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13"]},{"type":"pre-existing","id":"directory-1.3.8.3-3d5a","pkg-name":"directory","pkg-version":"1.3.8.3","depends":["base-4.20.0.0-8a80","filepath-1.5.2.0-7209","os-string-2.0.2-e95e","time-1.12.2-d1da","unix-2.8.5.1-9045"]},{"type":"pre-existing","id":"exceptions-0.10.7-3de0","pkg-name":"exceptions","pkg-version":"0.10.7","depends":["base-4.20.0.0-8a80","mtl-2.3.1-6c8e","stm-2.5.3.1-4c4f","template-haskell-2.22.0.0-4ff0","transformers-0.6.1.1-1df5"]},{"type":"pre-existing","id":"filepath-1.5.2.0-7209","pkg-name":"filepath","pkg-version":"1.5.2.0","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","deepseq-1.5.0.0-748c","exceptions-0.10.7-3de0","os-string-2.0.2-e95e","template-haskell-2.22.0.0-4ff0"]},{"type":"pre-existing","id":"ghc-bignum-1.3-5e05","pkg-name":"ghc-bignum","pkg-version":"1.3","depends":["ghc-prim-0.11.0-2e13"]},{"type":"pre-existing","id":"ghc-boot-th-9.10.1-d3c3","pkg-name":"ghc-boot-th","pkg-version":"9.10.1","depends":["base-4.20.0.0-8a80"]},{"type":"pre-existing","id":"ghc-internal-9.1001.0-e204","pkg-name":"ghc-internal","pkg-version":"9.1001.0","depends":["ghc-bignum-1.3-5e05","ghc-prim-0.11.0-2e13","rts-1.0.2"]},{"type":"pre-existing","id":"ghc-prim-0.11.0-2e13","pkg-name":"ghc-prim","pkg-version":"0.11.0","depends":["rts-1.0.2"]},{"type":"configured","id":"gnrc-drvng-1.14.6-7ad67f8f","pkg-name":"generic-deriving","pkg-version":"1.14.6","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"f47c071d90370e0eee27dad6139964bed29b2d896b404b3a9516138f0d92ac55","pkg-src-sha256":"f195c17f1a32a3c9a2bf8762b8f9a9b5f6271f9e6075c887aa3609364356b2af","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0","th-bstrctn-0.7.1.0-d63953d7"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"grstt-0.11.0.0-5bfa7d6b","pkg-name":"grisette","pkg-version":"0.11.0.0","flags":{"optimize":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"9daeea607f2ddaea81c0245c0919c2768d59fdb70bff497ace3e3e701af53170","pkg-src-sha256":"7e48504f4ba4bdfe04bc451df7c9bf76eb09f0853ac460f0a80e91836fc381b9","depends":["QckChck-2.15.0.1-600cb831","array-0.5.7.0-2002","sync-2.2.5-233aee3d","tmc-prmps-0.8.8-48b89e4a","base-4.20.0.0-8a80","binary-0.8.9.2-0dec","byts-0.17.4-6bed59cf","bytestring-0.12.1.0-d0da","crl-0.5.8.3-904568bf","crl-txt-0.1.0.2-121d5a30","containers-0.7-ed0d","deepseq-1.5.0.0-748c","gnrc-drvng-1.14.6-7ad67f8f","hshbl-1.5.0.0-24b9df1a","lbBF-0.6.8-6c7a3a38","lch-th-0.2.2-4096b836","mtl-2.3.1-6c8e","prlll-3.2.2.0-b0e6c067","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","stm-2.5.3.1-4c4f","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4","th-bstrctn-0.7.1.0-d63953d7","th-cmpt-0.1.6-f9185edd","th-lft-nstncs-0.1.20-aa43253e","transformers-0.6.1.1-1df5","nrdrd-cntnrs-0.2.20-75d7c1b8","vctr-0.13.2.0-36843d58"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"hsc2hs-0.68.10-3ee2f99e","pkg-name":"hsc2hs","pkg-version":"0.68.10","flags":{"in-ghc-tree":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"725ef6da03d3d6e332db4de0a35bee45d72e4d31decc5ec7f153e6837af5f03e","pkg-src-sha256":"6f4e34d788fe2ca7091ee0a10307ee8a7c060a1ba890f2bffad16a7d4d5cef76","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","directory-1.3.8.3-3d5a","filepath-1.5.2.0-7209","process-1.6.19.0-96ab"],"exe-depends":[],"component-name":"exe:hsc2hs","bin-file":"/Users/leo/.cabal/store/ghc-9.10.1-2e29/hsc2hs-0.68.10-3ee2f99e/bin/hsc2hs"},{"type":"configured","id":"hshbl-1.5.0.0-24b9df1a","pkg-name":"hashable","pkg-version":"1.5.0.0","flags":{"arch-native":false,"random-initial-seed":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"2f23146cbe0325029927b221647695a4c7d6e97548ff731110979e34361f58ef","pkg-src-sha256":"e58b3a8e18da5f6cd7e937e5fd683e500bb1f8276b3768269759119ca0cddb6a","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","deepseq-1.5.0.0-748c","filepath-1.5.2.0-7209","ghc-bignum-1.3-5e05","ghc-prim-0.11.0-2e13","os-string-2.0.2-e95e","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"lbBF-0.6.8-6c7a3a38","pkg-name":"libBF","pkg-version":"0.6.8","flags":{"system-libbf":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"076f8dc0d33299c40afa2d0bfe51e93420c9c3e326ebfcac4f0e856152aa4f87","pkg-src-sha256":"d98021132f28e674958a7c41250831c2375ae70c839d943c7b1d745c68d28e0a","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","hshbl-1.5.0.0-24b9df1a"],"exe-depends":["hsc2hs-0.68.10-3ee2f99e"],"component-name":"lib"},{"type":"configured","id":"lch-th-0.2.2-4096b836","pkg-name":"loch-th","pkg-version":"0.2.2","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"262a1f2190decd5e24c9368008a6fc87d83515f5f3a8488e384bd8acc0a5529c","pkg-src-sha256":"cc059372b12a79375a0f268db7dc5a2973307a200440d4112e665b9a3d9b6dc3","components":{"lib":{"depends":["base-4.20.0.0-8a80","pretty-1.1.3.6-b893","template-haskell-2.22.0.0-4ff0"],"exe-depends":[]}}},{"type":"pre-existing","id":"mtl-2.3.1-6c8e","pkg-name":"mtl","pkg-version":"2.3.1","depends":["base-4.20.0.0-8a80","transformers-0.6.1.1-1df5"]},{"type":"configured","id":"nplt-1.6.13-8a41aefb","pkg-name":"uniplate","pkg-version":"1.6.13","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"c8b715570d0b4baa72512e677552dd3f98372a64bf9de000e779bd4162fd7be7","pkg-src-sha256":"e777c94628445556a71f135a42cf72d2cfbaccba5849cc42fbfec8b2182e3ad2","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","ghc-prim-0.11.0-2e13","hshbl-1.5.0.0-24b9df1a","syb-0.7.2.4-ab2b3439","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"nrdrd-cntnrs-0.2.20-75d7c1b8","pkg-name":"unordered-containers","pkg-version":"0.2.20","flags":{"debug":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"233cbcdda6c2698932bb391ce0935fb44f80c115621ee815a21ed33ac8ede422","pkg-src-sha256":"d9cfb287cf00592d39dc9c3cac8b99627ea08f2c01798e70130fc39f7c90f11d","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","hshbl-1.5.0.0-24b9df1a","template-haskell-2.22.0.0-4ff0"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"ns-trmnl-1.1.2-13be3cb7","pkg-name":"ansi-terminal","pkg-version":"1.1.2","flags":{"example":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"8e669f090aa3b9a62ef78f687dda12a19231ee163d2084522464036980a322ea","pkg-src-sha256":"a8d04a3e0451e22a6499a92311f0df1196dc65b687df7d10e3f30d92420156b0","depends":["ns-trmnl-typs-1.1-31b4aff9","base-4.20.0.0-8a80","clr-2.3.6-3c913e2f"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"ns-trmnl-typs-1.1-31b4aff9","pkg-name":"ansi-terminal-types","pkg-version":"1.1","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"135f6a381afa19d53d0a3fe40b6dd47e6666c538b09e4300fbb1438759df3248","pkg-src-sha256":"f2e5333eb78da5f4dd330fca0c81a59276cc150c625647cd20f57b7f297a5d25","depends":["base-4.20.0.0-8a80","clr-2.3.6-3c913e2f"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"ntgr-lgrthms-1.0.4-6ce90ba7","pkg-name":"integer-logarithms","pkg-version":"1.0.4","flags":{"check-bounds":false,"integer-gmp":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"caa8eaf9e69fe19f0d356b3f3185df628131407413c182b314ac5dfe2217e4d1","pkg-src-sha256":"6a93c76c2518cbe2d72ab17da6ae46d8cae93cbfb7c5a5ad5783f903c1448f45","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","ghc-bignum-1.3-5e05","ghc-prim-0.11.0-2e13"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"os-string-2.0.2-e95e","pkg-name":"os-string","pkg-version":"2.0.2","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","deepseq-1.5.0.0-748c","exceptions-0.10.7-3de0","template-haskell-2.22.0.0-4ff0"]},{"type":"pre-existing","id":"pretty-1.1.3.6-b893","pkg-name":"pretty","pkg-version":"1.1.3.6","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","ghc-prim-0.11.0-2e13"]},{"type":"configured","id":"prlll-3.2.2.0-b0e6c067","pkg-name":"parallel","pkg-version":"3.2.2.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"9d7b34ac537940f67732eca31d48a43bd78fb65a91baebddf63bee4fc3813d81","pkg-src-sha256":"170453a71a2a8b31cca63125533f7771d7debeb639700bdabdd779c34d8a6ef6","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","containers-0.7-ed0d","deepseq-1.5.0.0-748c","ghc-prim-0.11.0-2e13"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"prmtv-0.9.1.0-1d9d3df0","pkg-name":"primitive","pkg-version":"0.9.1.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"dfdd6572944c11e69208237dd32a2eb9d975b4f4e9064a7b8dc952cb0e256846","pkg-src-sha256":"44b4de41813c7bc5db8a57f87c3612a069b65086946268ba165097252ebd3d76","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","template-haskell-2.22.0.0-4ff0","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"process-1.6.19.0-96ab","pkg-name":"process","pkg-version":"1.6.19.0","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","directory-1.3.8.3-3d5a","filepath-1.5.2.0-7209","unix-2.8.5.1-9045"]},{"type":"configured","id":"prttyprntr-1.7.1-4c7a96e6","pkg-name":"prettyprinter","pkg-version":"1.7.1","flags":{"buildreadme":false,"text":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"9c43c9d8c3cd9f445596e5a2379574bba87f935a4d1fa41b5407ee3cf4edc743","pkg-src-sha256":"5e6ea6903114fa118fcc359633dfb7ecddecb92c06c853d02a77b72b251f0b45","depends":["base-4.20.0.0-8a80","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"prttyprntr-ns-trmnl-1.1.3-879d7653","pkg-name":"prettyprinter-ansi-terminal","pkg-version":"1.1.3","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b00f727b964cf13adff7acf575a71fa7e405f5240aff50b07f10df76ab89f8d3","pkg-src-sha256":"813739308ad6050620578994effe21058a170a341716acf52573fae42b5b1db3","depends":["ns-trmnl-1.1.2-13be3cb7","base-4.20.0.0-8a80","prttyprntr-1.7.1-4c7a96e6","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"ptprs-pplctv-0.19.0.0-298cfd6c","pkg-name":"optparse-applicative","pkg-version":"0.19.0.0","flags":{"process":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0b47b3ff7eb4a855b5f7d401690365fc62a32057374927ce0d478b620996222d","pkg-src-sha256":"cf16aeefd821730c7738447fa7c6b7ada7ca1c9cc25400d64ef283294d345871","depends":["base-4.20.0.0-8a80","prttyprntr-1.7.1-4c7a96e6","prttyprntr-ns-trmnl-1.1.3-879d7653","process-1.6.19.0-96ab","text-2.1.1-e1e4","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"rdrd-cntnrs-0.2.4-2e06bc38","pkg-name":"ordered-containers","pkg-version":"0.2.4","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b232b6fbaad48611ffacf0bb606fbf63367014bbb7c59ff942138524347bbe22","pkg-src-sha256":"3da1673e24e12902c2879ee08b73e6978f6bfa70693b13995ebf48bfb7aee546","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","hshbl-1.5.0.0-24b9df1a"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"rndm-1.3.1-0ab25a30","pkg-name":"random","pkg-version":"1.3.1","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0b4f649c3e78713b2ccad1535251ee34b148237fb2229d7058c2b1d9ccc324b8","pkg-src-sha256":"d840ac83f265b0cfa2a678f8ec78627eb50cf9be2f067c52c8a4239c29b71a35","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","deepseq-1.5.0.0-748c","mtl-2.3.1-6c8e","spltmx-0.1.3.1-83c966da","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"rts-1.0.2","pkg-name":"rts","pkg-version":"1.0.2","depends":[]},{"type":"configured","id":"sbv-11.7-ebc47741","pkg-name":"sbv","pkg-version":"11.7","flags":{"doctest_is_running":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b615f6236dd0118f429c83076734630cd18ad68cc96711a46957faa086963f79","pkg-src-sha256":"fa7b847fea55c661a2f27ade2ae4b57da7a476c52a180f2ec4553a4e98f401db","depends":["QckChck-2.15.0.1-600cb831","array-0.5.7.0-2002","sync-2.2.5-233aee3d","base-4.20.0.0-8a80","bs16-bytstrng-1.0.2.0-af45b779","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","crypthsh-sh512-0.11.102.0-629f338c","deepseq-1.5.0.0-748c","directory-1.3.8.3-3d5a","filepath-1.5.2.0-7209","lbBF-0.6.8-6c7a3a38","mtl-2.3.1-6c8e","pretty-1.1.3.6-b893","process-1.6.19.0-96ab","rndm-1.3.1-0ab25a30","syb-0.7.2.4-ab2b3439","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4","time-1.12.2-d1da","transformers-0.6.1.1-1df5","tr-vw-0.5.1-54059191","nplt-1.6.13-8a41aefb"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"scntfc-0.3.8.0-c99b9a9d","pkg-name":"scientific","pkg-version":"0.3.8.0","flags":{"integer-simple":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"ba83a6701dd0110138443757aca4a42786afa94272b73045ef878fd860d1732e","pkg-src-sha256":"13b343bca8aa26d7718e52e622e5a118056653edafcbc7ccc5333be7217218cf","depends":["base-4.20.0.0-8a80","binary-0.8.9.2-0dec","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","deepseq-1.5.0.0-748c","hshbl-1.5.0.0-24b9df1a","ntgr-lgrthms-1.0.4-6ce90ba7","prmtv-0.9.1.0-1d9d3df0","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"spltmx-0.1.3.1-83c966da","pkg-name":"splitmix","pkg-version":"0.1.3.1","flags":{"optimised-mixer":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"d0002f3fb16a2cc5ba8afd47a6657726386edccfe8853d310e3479fe3b45201b","pkg-src-sha256":"b6bcd0d79bd4fe40975c8ebe803be2f3bfbf6006069a59745a325a0df3f86270","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"stm-2.5.3.1-4c4f","pkg-name":"stm","pkg-version":"2.5.3.1","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80"]},{"type":"configured","id":"syb-0.7.2.4-ab2b3439","pkg-name":"syb","pkg-version":"0.7.2.4","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"936d5a92084ad9d88c5a9dd2e622deab57ce48ce85be93e6273b3f8eb64c12ca","pkg-src-sha256":"ec7c1e8822d62ab910386361cdcee40a22a26cd344c34741fadd982302291e60","depends":["base-4.20.0.0-8a80"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"sync-2.2.5-233aee3d","pkg-name":"async","pkg-version":"2.2.5","flags":{"bench":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b7648c6165729a973d95cb328f9fd874813a81c727707e8b2552b4f03399763b","pkg-src-sha256":"1818473ebab9212afad2ed76297aefde5fae8b5d4404daf36939aece6a8f16f7","depends":["base-4.20.0.0-8a80","hshbl-1.5.0.0-24b9df1a","stm-2.5.3.1-4c4f"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"template-haskell-2.22.0.0-4ff0","pkg-name":"template-haskell","pkg-version":"2.22.0.0","depends":["base-4.20.0.0-8a80","ghc-boot-th-9.10.1-d3c3","ghc-prim-0.11.0-2e13","pretty-1.1.3.6-b893"]},{"type":"configured","id":"tensor-right-0.1.0.0-inplace","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-debug","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-debug","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-debug/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-debug","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-debug/build/rules-debug/rules-debug"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-add","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-add","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-add/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-add","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-add/build/rules-xla-add/rules-xla-add"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-broadcast","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-broadcast","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-broadcast/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-broadcast","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-broadcast/build/rules-xla-broadcast/rules-xla-broadcast"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-clamp","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-clamp","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-clamp/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-clamp","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-clamp/build/rules-xla-clamp/rules-xla-clamp"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-compare","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-compare","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-compare/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-compare","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-compare/build/rules-xla-compare/rules-xla-compare"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-concat","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-concat","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-concat/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-concat","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-concat/build/rules-xla-concat/rules-xla-concat"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-conv","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-conv","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-conv/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-conv","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-conv/build/rules-xla-conv/rules-xla-conv"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-divmod","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-divmod","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-divmod/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-divmod","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-divmod/build/rules-xla-divmod/rules-xla-divmod"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-dot","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dot","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dot/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-dot","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dot/build/rules-xla-dot/rules-xla-dot"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-dyslice","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyslice","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyslice/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-dyslice","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyslice/build/rules-xla-dyslice/rules-xla-dyslice"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-dyupslice","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyupslice","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyupslice/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-dyupslice","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-dyupslice/build/rules-xla-dyupslice/rules-xla-dyupslice"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-generalize","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-generalize","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-generalize/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-generalize","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-generalize/build/rules-xla-generalize/rules-xla-generalize"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-iota","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-iota","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-iota/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-iota","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-iota/build/rules-xla-iota/rules-xla-iota"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-logical","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-logical","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-logical/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-logical","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-logical/build/rules-xla-logical/rules-xla-logical"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-max","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-max","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-max/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-max","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-max/build/rules-xla-max/rules-xla-max"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-mul","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-mul","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-mul/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-mul","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-mul/build/rules-xla-mul/rules-xla-mul"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-not","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-not","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-not/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-not","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-not/build/rules-xla-not/rules-xla-not"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-pad","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-pad","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-pad/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-pad","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-pad/build/rules-xla-pad/rules-xla-pad"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-reduce","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reduce","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reduce/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-reduce","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reduce/build/rules-xla-reduce/rules-xla-reduce"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-relabel","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-relabel","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-relabel/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-relabel","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-relabel/build/rules-xla-relabel/rules-xla-relabel"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-reverse","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reverse","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reverse/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-reverse","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-reverse/build/rules-xla-reverse/rules-xla-reverse"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-select","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-select","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-select/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-select","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-select/build/rules-xla-select/rules-xla-select"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-slice","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-slice","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-slice/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-slice","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-slice/build/rules-xla-slice/rules-xla-slice"},{"type":"configured","id":"tensor-right-0.1.0.0-inplace-rules-xla-sub","pkg-name":"tensor-right","pkg-version":"0.1.0.0","flags":{},"style":"local","pkg-src":{"type":"local","path":"/Users/leo/Work/Research/ADAPT/TensorRight/."},"dist-dir":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-sub","build-info":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-sub/build-info.json","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","grstt-0.11.0.0-5bfa7d6b","hshbl-1.5.0.0-24b9df1a","mtl-2.3.1-6c8e","rdrd-cntnrs-0.2.4-2e06bc38","prttyprntr-1.7.1-4c7a96e6","sbv-11.7-ebc47741","template-haskell-2.22.0.0-4ff0","tensor-right-0.1.0.0-inplace","text-2.1.1-e1e4","nrdrd-cntnrs-0.2.20-75d7c1b8"],"exe-depends":[],"component-name":"exe:rules-xla-sub","bin-file":"/Users/leo/Work/Research/ADAPT/TensorRight/dist-newstyle/build/x86_64-osx/ghc-9.10.1/tensor-right-0.1.0.0/x/rules-xla-sub/build/rules-xla-sub/rules-xla-sub"},{"type":"pre-existing","id":"text-2.1.1-e1e4","pkg-name":"text","pkg-version":"2.1.1","depends":["array-0.5.7.0-2002","base-4.20.0.0-8a80","binary-0.8.9.2-0dec","bytestring-0.12.1.0-d0da","deepseq-1.5.0.0-748c","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0"]},{"type":"configured","id":"tggd-0.8.9-881c8291","pkg-name":"tagged","pkg-version":"0.8.9","flags":{"deepseq":true,"transformers":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"6aad7d2fd594bd51834450d97850b9959305951993ea739fa2bbc18b55d8767d","pkg-src-sha256":"6daad88ebb414ba6a556d2898d2cbe7650e4276010e3a6eed939daf54b956784","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","template-haskell-2.22.0.0-4ff0","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"th-bstrctn-0.7.1.0-d63953d7","pkg-name":"th-abstraction","pkg-version":"0.7.1.0","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"3011403d85b0070630e33d66b9370535ccd1e0e672ae58f847550b2b15bb4fd8","pkg-src-sha256":"f9b6184aba4c6b61dd0d96f7dad41a4c9db0a01d3cdbf993a7d860488f1c04c5","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"th-cmpt-0.1.6-f9185edd","pkg-name":"th-compat","pkg-version":"0.1.6","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"e83d97946f84fe492762ceb3b4753b4770c78b0b70e594078700baa91a5106c2","pkg-src-sha256":"b781a0c059872bc95406d00e98f6fa7d9e81e744730f75186583cb4dcea0a4eb","depends":["base-4.20.0.0-8a80","template-haskell-2.22.0.0-4ff0"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"th-lft-0.8.6-15a50e32","pkg-name":"th-lift","pkg-version":"0.8.6","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"0d1298f0604415e801ee1bc9095d8c26246d911d8d78e86d61b10a2588fab727","pkg-src-sha256":"04309ad70ef80ed054ebda5b7d34a66642017604019f9e44ad321eec04a1ef1f","depends":["base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13","template-haskell-2.22.0.0-4ff0","th-bstrctn-0.7.1.0-d63953d7"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"th-lft-nstncs-0.1.20-aa43253e","pkg-name":"th-lift-instances","pkg-version":"0.1.20","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"c7886eb39760825b8861c68e48b2b5efb5eff8d2cb76201fdd0fb04bcbeff78e","pkg-src-sha256":"f533c3f95addcca461a0ccd1aafef75dd801bfa6599c0d1184d54bfffb61d870","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","containers-0.7-ed0d","template-haskell-2.22.0.0-4ff0","text-2.1.1-e1e4","th-lft-0.8.6-15a50e32","transformers-0.6.1.1-1df5","vctr-0.13.2.0-36843d58"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"time-1.12.2-d1da","pkg-name":"time","pkg-version":"1.12.2","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c"]},{"type":"configured","id":"tmc-prmps-0.8.8-48b89e4a","pkg-name":"atomic-primops","pkg-version":"0.8.8","flags":{"debug":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b1c7845aaf0b9b5df44d1f25222b50c54c9e7c9a32ad5ccd00580a282bfed014","pkg-src-sha256":"c040ce4109258776100dd8942d6e746e4c26f918398fb3804e78dbe5bd73e7ea","depends":["base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13","prmtv-0.9.1.0-1d9d3df0"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"tr-vw-0.5.1-54059191","pkg-name":"tree-view","pkg-version":"0.5.1","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"a32b16fdbe24ad21cb6679c2a925bcc7715ae5c5db0ae6b633e35e28e2fefd98","pkg-src-sha256":"4f58284da25f6347f971ff7f4fbcfdc51acb8ffc6b3bf73939f60e1471a843f9","depends":["base-4.20.0.0-8a80","containers-0.7-ed0d","mtl-2.3.1-6c8e"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"transformers-0.6.1.1-1df5","pkg-name":"transformers","pkg-version":"0.6.1.1","depends":["base-4.20.0.0-8a80"]},{"type":"configured","id":"trnsfrmrs-cmpt-0.7.2-4d650876","pkg-name":"transformers-compat","pkg-version":"0.7.2","flags":{"five":false,"five-three":true,"four":false,"generic-deriving":true,"mtl":true,"three":false,"two":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"044fb9955f63ee138fcebedfdcbe54afe741f2d5892a2d0bdf3a8052bd342643","pkg-src-sha256":"b62c7304c9f3cbc9463d0739aa85cb9489f217ea092b9d625d417514fbcc9d6a","depends":["base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13","transformers-0.6.1.1-1df5"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"tsty-1.5.3-0ab52301","pkg-name":"tasty","pkg-version":"1.5.3","flags":{"unix":true},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"6b5dda3f16db1274a0b3e6c4073ac57172a1e96b1dca05666c5cbd1183639412","pkg-src-sha256":"54a0c7b644813af871a3726ac8771b5e17b5158c792a7acf8f9e2d3ae9360780","depends":["ns-trmnl-1.1.2-13be3cb7","base-4.20.0.0-8a80","containers-0.7-ed0d","ptprs-pplctv-0.19.0.0-298cfd6c","stm-2.5.3.1-4c4f","tggd-0.8.9-881c8291","transformers-0.6.1.1-1df5","unix-2.8.5.1-9045"],"exe-depends":[],"component-name":"lib"},{"type":"pre-existing","id":"unix-2.8.5.1-9045","pkg-name":"unix","pkg-version":"2.8.5.1","depends":["base-4.20.0.0-8a80","bytestring-0.12.1.0-d0da","filepath-1.5.2.0-7209","os-string-2.0.2-e95e","time-1.12.2-d1da"]},{"type":"configured","id":"vctr-0.13.2.0-36843d58","pkg-name":"vector","pkg-version":"0.13.2.0","flags":{"boundschecks":true,"internalchecks":false,"unsafechecks":false,"wall":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b736a57b73520d2acf4865e3e2b40030d69782f35f870e376dc717ee2508d81f","pkg-src-sha256":"28f203c786cbf8ac6dc3fea3378ec36f34173d505fb4a1dd60fc8418ad91c423","depends":["base-4.20.0.0-8a80","deepseq-1.5.0.0-748c","prmtv-0.9.1.0-1d9d3df0","vctr-strm-0.1.0.1-f96412de"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"vctr-0.13.2.0-f9f4a3bf","pkg-name":"vector","pkg-version":"0.13.2.0","flags":{"boundschecks":true,"internalchecks":false,"unsafechecks":false,"wall":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"b736a57b73520d2acf4865e3e2b40030d69782f35f870e376dc717ee2508d81f","pkg-src-sha256":"28f203c786cbf8ac6dc3fea3378ec36f34173d505fb4a1dd60fc8418ad91c423","depends":["base-4.20.0.0-8a80","rndm-1.3.1-0ab25a30","tsty-1.5.3-0ab52301","vctr-0.13.2.0-36843d58"],"exe-depends":[],"component-name":"lib:benchmarks-O2"},{"type":"configured","id":"vctr-strm-0.1.0.1-f96412de","pkg-name":"vector-stream","pkg-version":"0.1.0.1","flags":{},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"5ac96695212a45ae7dc16d8031dbf5311da53e052c35f7ad4a8e2db7fafb651e","pkg-src-sha256":"d0f507334bdea5431a2f07f525a97f29e76522c32210f5de6d5a2b4f1d42bf7c","depends":["base-4.20.0.0-8a80","ghc-prim-0.11.0-2e13"],"exe-depends":[],"component-name":"lib"},{"type":"configured","id":"vd-0.7.3-fb963e7f","pkg-name":"void","pkg-version":"0.7.3","flags":{"safe":false},"style":"global","pkg-src":{"type":"repo-tar","repo":{"type":"secure-repo","uri":"http://hackage.haskell.org/"}},"pkg-cabal-sha256":"13d30f62fcdf065e595d679d4ac8b4b0c1bb1a1b73db7b5b5a8f857cb5c8a546","pkg-src-sha256":"53af758ddc37dc63981671e503438d02c6f64a2d8744e9bec557a894431f7317","depends":["base-4.20.0.0-8a80"],"exe-depends":[],"component-name":"lib"}]}
\ No newline at end of file
diff --git a/dist-newstyle/cache/solver-plan b/dist-newstyle/cache/solver-plan
deleted file mode 100644
index 35be435617af9e54670e0d4b05e7c9332b815779..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 751746
zcmeFaU633{k|vf#fcPnp1W17Y<S+*_9FQ|zzx`WW3>S?*qG#~agKiMq8Sde-GPAmK
zy1KHavI;<Rc5m-)b*qzh?@qUOrdR1rCex$L)?~7K(T|xVlkD`ShdndB=;`!yuaX{4
zpGSm8M&wVSy8+B#hSf7fRfT(a{CRkIM7VqW#qEFn>;LibkN)D_Gyn9ZzdiLQ|BEC4
zP8_MIZ|z1r95=S(-LN|fA2n`9-H|uiYuw<3IBD#9eq*?^<;R0wwAE-W9<BVFf9wAG
z^#A#xCh|sOl8hStsGH&e>0kZL|8?=Zjz)S%BE`Pf&!PV7d;itHUks1Dq$>5HU8!W-
z8-*$9mo>@vZM<v+{;m6`cfa~?Ut+4OjeAKrN*etzZq$9Ri+T(_f5+Pjlg76EQs4HH
zov`1p$D^%AvsH@*LHM{nj&{Rj?ClO;Ld)m>`n}};xcc}1*Ps9Gzx(pIrv2l?()K-n
zI}~*P)A?Wi@9plp|L?!}FaL{wRpH^eY0}-=_9w#z{%v&Xt!BL?x)DEX#!uCvI*nF6
z;0B_(D5g^RH~-n-C;!{ueyO^dKe({71-+nfUfv#$ho3PbXPlCOQ7R4o#-F-v$5hIt
zUN}GBT5PtLnoBFqb}#h&)?&EWS_nGbPUx-7_rh?cyVUE2z2(;Y{NloL$7_d6E5XWw
z7x+uvCevw!UZ?BLxBbQTQqc1KPRr|pP&b%gS_u8cuoJHM-KFIg@-Hm6R+ihnrLeu!
zYkJ}G@_ew+W;#u8(O(XM;|Hy7Yq8gC^%i@JEpL9_3j%LBTv}Z0`psUm+gxfbc0F$;
zY%jNZ3qI=B3frxK=`6O8b*a_uG?$vKR(G-OFD;<~%S+vs7k2Qu+zh;>&V0MwYR!A?
zg(a`q>8&)E{Uy|_({3@HZn(U-xH#XN_m{g~E9i#p&Pw2|w0bSnues=Vg85Dmtb{>(
zskP*Hx<SxuEw&eZZ^duUhYKrA2k>xVsW;zUns0et*jkvM@2;R89dF5BTImK0t>v)0
zh@M+$uJoEq3-f{RH<y<emwTZfF1ERU^z>775A>l}==6W?Xg=WlI^mUZI7s4AZ4_;7
zj~%DtyoCQM%r3>y%1KZ@0=)E(zaPK3cIDdbjcY07nS5)kPR8-BHx2{$%WxF+BHtTF
z@xYCH?xv`}`^Cr`Zo7BGN26#QCaTc85_p%|=0=I@4O~wWihOq*$9;Fa?TuX@>D|zs
zBp^SI-G@}dUbT>LJ=+{^cs6|>zbiRnxlEe+IR!dpv`8g=$4IKL4aVVU;PvZQ;!#*%
zeH?LDTqwu784W^j6n!JQR1sC(DtazMR1#8nKP)FJA$9qIdZ`>gcyf-tVaW4(N<9Q4
z>?x|n&AYmBvwk_A41%>mFC2vfKUC=F3oAkBSK>hs5pOBX4@xnCt#Cdp#kuy->pvOk
z@o=P&zE?_VEeHo=Fn;)C)OBy<?S|k39{X~tcf-Ed4g0sep{hVJGf~HEY<olQzK=?)
zxv@7Gdyf^dax`n~iqY<kqkjF`XcTjUi&;USt&hU-m{~y;PO?l-AD#Bw{lfJ*l8k&+
z6Ha<#-5YNw55_{8Jy6ovuC12YcJgoj*C|!x@!I|H@p$B^pC@Yf{djli@l1cEc0Uqa
zJC3wOejjNA!s>%TYopMQM?q~e47^lmzg4@x8zo6J*s6t(hw*4!>qp6$dD(!HB3;{!
zgGpbLH=xmOF7KJz{h>D+M_#{%iPR4anv(%Z|JoR$r-l}g5M}6Vwflp(_87?`t7_~=
zB6TvLCTtBN%KXS14XD<=zPH7hpLTG#tB-cQBs>o7`eo-d(LCZfyhh6+n2(&}K^P8`
z@K?aqX#z$6I<YlEebGjuS8-lZ^eWD)l2is8YWlX<?T6(AkL-^7<<K`U#1Otg4Qle(
z!&);+%8_3kim5ytMYNEW;~h!556huv#vwQiJXKSBjB?bYW3X^J_}pZ0km_>>&W4S9
z!e*uyeAui?<HtKH;nav^Of3kzldbZk<F~-w_3b1x@3KUH^S^oK%VsppW-#b5%g=FV
z<g}c`*>YZUUU!(~f78u_Bou!qYvb)v=mlDJJW(5s6CAj(C_Ynr6pgnz@yE5>&#0zC
zeuCCaM2ik(j&h#aT(>r%<)ZreNb=d}TGQnBY;<3hg8gydtKqmwwX`ttg%|F!)(teJ
zkv4^gYbM?;E<VVQnE<eQi#cj0-e>!({p_!PtBd#9RJ?abF)lE?gbydCfL?e}FY7Ku
zeYROVJ!b;nl3EA(F%$S!Z!t&B1pZ9mzwiS8bSm)uK8y$yCzm9@@Pb~}TL^lyIXoq2
zLf(>82l+7*@>Xv#N6m!%Ovu0RLjH9_$kTn}h_9tf0WZ9umo=Ay-f9w0%$caS<kdlb
z%tXD_Tg*{2Q9l#)FTAKfV~Y9#jQ$iWm!-e(f?if!33{VJJS%5%-V#;^`7x98R&Oy!
z&E)({&cE<-{xwU^KU9odochAccv)?h@!S}mk248xiK&D9m`Ql6x0s`55`HG(Uw8>`
zXzW4s5LVlYmCMp!cqwma@>YX*R?g(SC9DqeV<zXV-eQiL$@!U_f8pi4VLTbcd|XqQ
z_`*wg!=f^63QxwFc(-KKL4M4{yVYCFQ8V#A6Ynp)csH(CgT165X^-kszzZ+tjk{O7
zNjx!UqTZ5M2l+7*^;T~&N6ke2Ow_;dqTaBO5B4TQQ`k=dz3}4RFrLpgi>K#I;9FAb
zAU|dT-|8*qsF}c@3H%pc;Gat`VYfnr>G1l|H*8ut4feu|d|7#MA)9L$&(N97w*=Qg
ze#~UP)mzL_Gnqe=`7gZ8H%x4zc<d=gE>3;n<-B2dV>E{6<4nR^V(K72W)j}&E#|11
zgr7<H7hb{}2lM@S3xRX{ikC|PFT9*LPVDU_@x+{odP`m%<i||ZTfM~`H52tSQUAh=
zdc(|SR|jD(Onl)*ykUEjHiakSOuSn%>L5R6;@#>k=BSx?pNaS1De*pGE#4IGI`MZ(
zyz5%?WSoh2OGX{!$4tCiy~P|g6Yn$e{<|dJ2St|iY2xpacu#B1lW`{AEg5x?A2ac8
z^%ir~OuWy;`|px?AA0QlYH06i;_s4pPixJSaVFj^8Fi2!Gx2Wq7IV~0ywAk@3oqV{
zI0ks@Y@+?5%F<tWA#cPtuo}d(awg|3VReunGdXYd7IV~0&d=oh3oqvltC^8}JXi5@
zDd2^d^oBW&-6WovGf{8JtAqTQiF&KIn4@N*ekSUFw?zFzJX_4pP?o4S0l!<K-mE!K
z%$caS<kdlb%tXD_Tg*{2Q9l#)FTAKXPHB>`ANm})tStS77xc#IjnyEYl`}bS39Ezr
zn8|sox0s`5a(*V~UwAohJOpUQvnfe_;ibIsKA_ngo{}>mZ%L|y{Fn)OtGAe=W<q`@
z<X?CpZy41ildj_9!o(L|z{^^T$TewGcrwn!yCtIz@?$36t=?jenu+(Bcz@x=J2UIi
zWElDe8^7c*gc4b_n`s8}Z|y7B=jb?0_>}3Ws?A$h;!#+?84W^j6n*23qj<2HVx1Py
z&2W&!BP00)eZM!3`ijV5R)ybIZyZqtpRA3yN1+#lY!`c?HX0}KaGWTFGqp$2c$*V{
zT)X{@YW%vQ^YV>*gJ}Gc<Gkb?H%RkfIn|#{B7f(~cIfW_Nhb?b{p)DgOTy!TzwDeQ
z2wHc{AZFw{9)#gA34c{i>%`V5O2YA2(5pCNy#l?8^Qu8nmwaN|OSZjkKP)GBWOv*z
zhrSVyf)Hk2H9sDVJuu)XDMx;FI6}?#hNEaO4oBs9N0RQta_E_HxI657&rsaFMpLTR
z8+p6oqj<DKBT;cq(lCggs}}X#IXh2ndjdX?IgcXu5s~xdqMYw#a{h`q#3v4Er}>YS
z=Z64zOdO{NQ52$ootq2}GA2e1#n%~Q%O06Awww&VH;nDfHSQ%4PmO*UH|}GaH|~ZB
z)=Pi8v3hlNeX}7K$h*<j_P9~!X~EO#m9bbpYa;?HAkV?7a|+^L&&Q+fu-)PO>hmb3
zv-mq%`|67uSK7_?0&>_XEiUWT+E+KcWGC$R+s#%}p*g2?YG*~JRo>Dx6n<xgX_(lI
zb;_X1cy?Kgd0f^}*GSj8mBCnGIvQia`HIs{)V{hmNW5O?+~*_|w>g?5V~E-D_MY=4
zryr|*wLyqmobYDttJQu#ezdyVjkYH7B-z{>hDk-k->!XiJ1)R*{u8DEjMYAtnE}+H
zhv7|cFP@C=PWoX*W4tSA6yP}joT+@Tgv#c~8zd1aT3)}Ru|F=QXyQBXF?ICN>Sz={
zN-8?3DoBV#$78&6z?+QYtKkSup`M^6yQ0Bwi99(3=Pl0vTJ5XL-e7CpgI+KiBoz%f
zLpe>5<8vN>E=L1zw0AQ?Ca<4VH0TYH%K|z-<b2?SE33ok`t`MnP6IdIj#a92jxk>b
z=K6X?|2{6T*4LdsXAGoVxwrAtq@q(m9h4}|xyV=;$1Cw58IMT+2(I+KB)Juix8oqG
zXq@*&zG5urkC@Wy2Bq;&qX8&r*jbB$ggU?AoM_=yZ|uoDIu-1GJJ#vW9mYlnQYuuT
z5H+XuJgI0P23uw_!Omx#7xlOr_Pj}dyb*1IxhEsc3k}7*LFO#n>2q$3s^p^8!Jg=;
ziUx^MwSkV7C#aMJQN1+>YOvtIJc6^4EBAWb4+QsWkWnrJou6^O(_HTL$-p1Sql$)L
ztf-|lBNWW(<Z^vM;ix0Oq9H~u1#@;e*DGAs&8Ro7=wwVDE{FimUB(w9A!g*rBa<l6
zEDcp7k%2qkaBl9=Xt1>b)*Xji5e8C&(;l@DoL_T(@Rn#jz+XmQMW>_3RCOi9X>gAB
zkRwVwAyHA@-Oz`kcs&aHU~`T1fyiEh=KO?dp&zfttAk*zx49h-uJx0!qG4jDWT4L9
z<D4W{`mw*WI@+4-h68ZE21&VM0i7e953=BDj5=3zijV~&%^5Kkr2f^(5YG!`8>lga
z)Gx$w{*tMnj-p>Sgh@v{N-7#8>SzO<zsva`1+MK5$9q?>pR4FpAq8~0bC$7Dib$m?
zbv5)MVKqpUVgsFj$obH}1_%s>fv#w%;JX~$d6jcR5?*^8CD3Qak=Os(#KUKg`U`7W
zMPq$PY*32l+-7RjhR4+3(fE2i!h&4UAlU{B==3-rxS#Xg#<nXNdOo;cg9Z2J5u7E?
z4}@!v(FW}Nm9(R^J*jAfcVq+dD9%4)8mJ)C&}*Cq3MrfgJFgpgulK{p5!PWX!8K6i
z&4QgbI4{PJfooW{ya6>`L&f;z;Lf|88?zWa9YXdCv4>Gxquq259azywViuR7IVYJG
zI*EyR{j1@S`g7ou9MUK#?si;^<jgZ2NX{=-uWoMa;SAt$MJEf%nF5?P<6|yUa#GPL
zVlIm`=LTb8jG>3BR;=v~p);<JqTPx{5Mx|~;(Ww3&=Eq;izf+!+u<WxR9S9TG}?El
zmF0+zTR<-fbM!QtMK6!&oMC#HKWLelKkFV2Ad-p(iTPs#oewx4<gW(7_hJ%+6%7;e
zHv@J41I`Kl0t|hLso%%U4}<kM8CNu1Xx0T7&gV=4><u^$eT3AI3TaZ&U@>>|2+m8K
zpK37h<87Q94aVsV&~RCUJchH!6fp3lgIxD^qyC=7w;Dz8Z84Jb2TTVH%H>0uN-7$F
zVYwZfAm>+{2kYzVP_8ggJ+8(T4H3G91#>>-To_C-O-GaAn1lwY#~LW)MGm~pc?I2{
zcn`e|e-sVJ$m+bwFjSOuPD2&cAi+O2(7DO^Fk^2*69_!9ROw_fV^e_hA2L4ba1-JV
zL4a?ETXL<?Fu`vbsPiMviP63pb!i7dqX7{S5B9+38ZJh=0K@r@m;%;Md9+Ogl8R0j
znvMZ+{w3!C<R+H5O=tq)`UD#u4H125!JO}NF09_SJOnz%HhH_EQ^o47)151fjdtC_
z?k~6!(_DZOlt2_G6%7~dD!_2onF7WR@c3qoUd2`mT9^ijv9p2B3C@Q$T*Wc)#-y7}
zpl#5)tzlv;GEnC@=Y;M<M0exSa63wNaR4%gb}T4p9I;a>!E%l<CA97qwjhxZS~M<V
zGl9|37(&k~#BqMgRKSG-<G#1I)~o1b!G$Tn`7_3+i2|h&b-ss{YLq~MMUfgTBu^f}
zS>yaPt=IdL<fnQktU;p3ZJ_g^nGafuRF(xpX^_lk0iB&}zWY%>xZ;g4!Wxw3(?F-o
z`3NYc84fOZ_pO0KT4ce_pBi~@gpaTHV{feUYM{uQ1v{IZR|rk?tdBdD1X|@9=>yoO
z5{qdhp<CRJi_x5rX^FAw_i=z=vWEt%vC1Mi0q3WAH`#?=9PQHKgH9K--hiYBZy<RG
z`>?(@9E!TLYUMCVp)VAnIFA_xJueVqx>LI8bwd=bfui@aVCMnn#k@3tkUvR9!^FJI
zK%Exn1T=+VH;C#d6%B=?xgF==&W|}axO(05cf74oF55{(g9Mk^K<AIGe2~liu#ZzH
zZ!f86kjiHQotHTufHdtXA4yUYfE5iCeUt?|zvR4-8vxSIL#zhr35LcHa-$H(`3_S7
z52zXZ#Y9Xi4H5F)f;p!-7kXJijO9{8MK9;zPQ<xEnW4OfX_y$@4Al8K=ft|Q9{2a;
z*^o{Z>xxcyUSVwNAz(`x?NjH*1F=ok7_x_oaGbwyP~oi|j>P!f3mmC21eHP@=Mqz)
zk%n^Eiyq$@Vg<+fOH$E5Ino)hv&wnVK2T4hpG{(1cvW<|n7;<Z`Nwt+sgpvl(&?Oo
zAx@QZVEwr34R+d6G0@3k{YU}MsSN&YiLaA2z63b87$5Dw8+NfY)6tIF-Dsd_e-`Zg
z73T#%rE^xEwOozI6%7~qK>>#IPnZJ4RTh447~o)|qEUpvE=F?dOow_&ob`y6ODD@#
zYk*T@d~mwN*DF&+!vv>ipw3awi7^LkGD@UotkcB^8W88NIR_wj;SK+oge{%WS2RS-
zWDDjjaxO?b1)-?|!W9h?lFJ4<|1sx7pWh8}--^8pu|RqRr7^^;D8zC84pX82iTmN|
z03iy++L%-{O!kirbzb9~;E4@C9?H_cgslegRZ`J#!4m}-&JUOZm~I0n27%XyRM7ia
z4Hm0v9>MtsoFBXZ@Mulkr&M&Z;Dr?63>Y6hjpT9UugBujKB;Js=xH113^^ZeHfSC5
z#}%C<ZZ>416EmKu58=@vSVbqR`Y^zGhw;((o1wh^SGQRe4HJEzfjW;kC;B!6Q<6zz
zh_NrkasClg!GuGTRsY+YtBOVv8d4dW(_~sG57$D0x<!(cN(mW_Bed}nEax&)Ld$_O
zNP6*TS1-vLDps}}-1&lYV-AX)(gxhu#2!XN#2mC>&cEPX7=AH_y4XW_Dx(Gp*_Z`8
zNj5L<qiN%$foWa??0n66!A3+_@QY3a8{LjM*%>n~k|}X*K>t>Bvf!>1;C#&Z08p|x
zSD;fc4WNyKpwA#@j`L9OAy2wMYKZJT6Xv|lxiC>Fm)Z{VNkdZ62trpaLUERv21>p+
z=*EzpVu+H8hKQ0anDZx`3o=?kHYV7I>vT}N9UBm*!Z}b^+HU!gSO(L&Y6MZ&A{1xB
zG{EZy!o~#Z1n(F%j^OnYEaw7K60MH>IN$|YLsY8`nDb9L7iP%40ThTa&WqK}TT;<b
zF+*~2=M&BiUS}vyUuaa4iUtaP&4Qi3D9EdhACrm(T6r1lT;;sr$1kJsk<u)aiUtUN
zG(pNrU|oH_b~%RDHFD`%3R7C8zTBxV)!Q0nf?cUgmQ*A*RO;EsD@zZS7HZf-^}|}=
zjUGju`;9BE4{bE+gD$@8LJF!(N49)leLZ6!_4?ix+u=29H7q+@;rPb|1-NeQXOqDM
z=cF~@$Xg*r?@fbVKN{?~Ceh95MBUo`{#<PkKY;!^89wm0aX*~s#7Ev}@F3v3q6ht`
zJHmn-a)sYF3Qi_NIxt1vL0lU~9L?dS+jmqg&t3V^kIFmeM?X?%Z&+w%OFo?15|#ZF
zZp+Ji{v<(7nlII^sf;JChTX}QtN9?U_$i#8yI1!HI7sCYJn~1^HdMY>2)aIsdl+*b
z>oo7{U-aXy*LT(S(!F|FW&7MPw5e}x`;%b<|28`HR<qt}prh$$&G?DSAKJav{dmx;
zb3td-`tD9`_3I{<+4>u`Yi?}<vDI^HSfF^7#qeVcqrpR*eFwGSur`i&!huYM1s{nO
z`2)(!*2o)fGe4ZUfjeGT=s;w}7>-n9jqZ9+ph$ZYj1wqriPw;^ZOS9RdILMB1I)fN
zH*bD<%kB65EC(P-Q9q|p9`4q>B!l*{--iK+LX@;%C7VGyf+U4<O3;#1RwYdn4L4zf
zi$e>SI$R#hsZ2)q9K#{+)rh;IaX=<f^xnJ`LW;O?_m@ysvW+~|m?WbH_G^v4<{}&4
z<dBzYT$hh+Bt6}6xQNYn61p@2m=TN?y>~}c!%c7<FdkF;Rn~&p@+RgH)!F?blHHDv
zh->-DQn0+-@tZxbJKyx@I}6K;Uf5e~2J@Zf(n1(4E&Jihd?#4up<rTI8T@VcX815<
zEAC25;hZbLVc1lpwjxkr)3eh|iA<f{HLmpObQaePlee>s{iR%cTwH7@ibp!yob46H
zg6Ls++JGs63!yTKVDE)5Ua}QGa`glkYmeA(xf^@9zvd-NSI=JTj!6Ndihlj>=7t+S
zhT%WB1|leUqyVWrJ3%Oqa15p(_a3@1E~oz<1VVo5Zx4oP>Vsf!AbzPd{F2z>Utr2l
z!ov4GUQB<W_LvE#jJSk@Xi3I&riLY1ibHqpDp$qextFo8*y0|m@K~LJMny}Mdl`8t
zKlgYl%ug}O#x2$o46<h#iYn4#0J#|FX}rx?Lv{Y=)@r-n4p+yZ_a0-8Li9RnhP8b+
z4(N_PPxeQQJl>851DZ$BEnM6Vq9*vk{b5dCqo}i+Vi)ZWU`FMRV<CC-WxTa1)DH}Y
zu$^+d=p<ZsE5tXaN$t}r>;6@x*X|8Qu;&4jk}*CPlCoMAmZ&boAzkIkzZCX9!J+{Q
z^F#MmH2C5^8Ws12_L4(BEs;@9*`oA1FcRH`JE3N8qX%CVIAp+H%yU&QtMR?$vFtnn
zm^m;<e+5GpRnOM|OSJBEGgtewCfpkfF`Gj=?T_L_NP4KAV22#SyK3e<AW`yw`YN-m
zy`Do*G+u%J8$r_CzUS%%BOQqM0M)f8%@?~|%vLDGJfKDwo->hYx#(l`RWSzIyCxdl
zu=GP$PK#W#UX2Ty^0G)&xUXT$4^ftB?J=3Ea8Ai3+$B3_l~i5D_pgMSuTtJuNZU{w
z>JeS}xB<?{u&IAoFttB0u&L{Cp&LF9eHY?O%bm0r-!!mEz>*SQq&%HA@X#n0?nd98
zH!$GSno#|)I=c@e&rSAryRqgwBhyKhDQ2ELacASIxvP0gA@JlzGwAw7^~@BVhcm*I
zIdEa5>_VDE9?SQ%1J0-d1YQz-!#!G2R@~036O3Y36}xyq^{7#=3&ls!Qk6eVtO^|_
z!yr|G*u$k-SYdN+{yc&;9h*;O(XQx}e(*N+-F#(92?MQ6*5jly40pB;Uc_{DQI$rd
z)xIKA@Kyf(vPU;vbZ2<XIe~w(e{TqQtyy2JFV~y3cC*P#EMpd75FOqNGM@7$*jR2U
zFJWSlIe$GKF=J`0k}n_Jnv7{#6Dwh~yUV}CJ)O)`xxF@Uy+H14XyF@<;)jt?!^cph
z&eJ(ZU0m#)S2Cu0aeF)-e%5F_di1Dn)Tt4J17Ro|(n8%(0P;QH@BVgcp}sxd?Yoc=
z<UPqM3pAflYiN|iy@_qc1R9EaS5W(Wu8KuHU4X!KF|ENUE)kirFG*;Hy09jydclo*
z)ogo3CtSFt5g^Uzy3*xdAs4?0eKAB2z_|=JB-LFq%}C~`zK_uJqTcZ?EvyhzWN?Ra
zsC=xoss?p65~r!(T%1!+d|_LylHFj%@3fW|!sg;a(CjTPgkiYY^H)}udhO+4eqli~
zlW^ffu4*~}iiRU-%Q2~6hK(qvzn-GjWj`?FRTH9F>}@NxE=-5uh`=(=dBcVa*9t|^
zEK2q$7xk8rNkZyoMzbaxo1DokX=BsMaMqx=fjuy>GiUp-0G4mYJ4IM#oy^kJ(IuB)
zwo`ebFo-{S_CLsrFUYAW=M|8(nA;6?k`*V9Yb4jyfrjACA_4O4DDLL7>`XOM%isSs
zB>M<Qntw{`96VM>;eL8wW#^7RcVnY;aF{2a^vSf|AeY_RLcQIr<A1dkZ-sZuPoj{8
zGsQnWM8}~sbbkb~Z=S1>v?eZ<D^MffaG8W<AV5yuFLGsmV)yvdl*1&aui!MFj7fx_
zs-HN!7O#%*mL^~6H<8BR^6_AdwBHK}q~LN=j8lX`#c27=h<`|)_q5TIqu|1tV;3hy
zVd!2Y)3ur&AGl8|h^Z@l&UBve`8`ogK<gH?SG8`5MH6?;FxwzCS&}&N*$t_RTu873
z#^NVyu%~o~kXB4Aoj5DT+DK;~P=%33m37B-?cshB*0<{JFL1xm|Km@jjzQnge=5rR
z1(qUC#@F+oemYmp)=N>KdrC&7@8>_AbAKT&vN%=zV8XY&y>7@5@k0<N{o@zc9{ZuN
zg9Mzc@kepLuG2tZH^lCF0E0)g4hIV&&)OXz%X6gq+8rSM!2JdC!gvAa4*s4&NvEQU
zZrY*s>LzJf>my-(%_`QM`)E7DksMT>NLX3pJg2+Irw(&;1QnCI<GCmaiVC)v;aKP*
zqIao!J@RxCJDc7p-c=)^&Q9vp>K!pM*-q_8JLrg8-tdn<AssJ)lDCcR7@ew{ik>=3
zY2c(?dFwYY`;!JOv^C@wN*>1S7aJi4=g^dpTT+6i1{L<97xjfQ3nfi-ep>uN3;C2e
z7Tq7a*i-Ger2V<%LkD|ym-=PSoq)4NL6p3|A_&vyi%tAgO;A&W^~2+8#MPX1z2%?@
zg?72y441uNX>oa_*KP&=LdR<_cIVrvUij}+j<aAW!J>w#I8X3bHH<t!IrR*uUIE8!
z#Ut!r<lh?_z?{ox4$j+oQ2h#K0cS0O--1cXH2BXp^r5TsP62&_-(~`@GlHIp4EZ1j
zsi(FyjP!mUiOx33)<A2K2z!#5?3PyjZXQf27+EevcQ@>v_0xKe?p2XmzYgx@47yPY
z6g_5$u8V}M-KmTFZ3gS^R$$(SFkBC@gr^Gjo7@Nn)Ngv<Xa;z%5NfI6y0<L?bz3LS
zmtv~fnaY!%FKm0b@_D#TJ=1GHkA|Gn+7RuH^~lQf%TZ5xi!%Nh5>)jxoi8+;*BBt(
zL>XUh5H3ex8@e4Zw;(4~4jn4SQ7Kr>IJ->2w9(Vzl*n}@4o4{)zM|4#mK17!kXZ@B
z#3b5P>$266^sYgKg}Mxx_1a*<hhWZeQNp!fF)6vVydJ^ygOlX;Ogqr3WZ5m8s(VWz
ztA&P1$O;NyFMVU_oD)T>M9I_o2tNxXTh(+^EBjvOgbt$T-Fr4sn#EWouyfZ}Mb4WR
z${HO?Mq|zQcCB!igoo2Kb;%@LFsxj-fwJ4y?%WM~oOD7IlU`A&u3pQGBUyTJ7CAhm
zvT%xQDW%k57cYD-86=Ao`U)q>A;)Zt_5GhCt8r(f3z7NIu*bU1GU+a<b4*GmZEPA1
zk~2pnS&~BThh@4wdnJ!RbmPK1p6ID5t4XN(G}MtjyP2O%vLZrZ<GM+*WGhoA1(B0w
zUx{Qfi&E<pb!s6%*M3FLY3X=Nh7};AlhRakV#|u-uJTtCEl(tCs~btKiX6x<jbV@}
z_i>`jIH#`C)n6S=PUrh^<&wxaC)Mxz6;63Wr_>>!lkxgkPwvwx=o;2|oqi@wxBJ}4
zK<!V@cyxx`+OLaOC`R#bbFLI*trqVVz-?i!>vPK+VJEH!_D#;I((7;rj`aa>9xBga
zWsl{cR@a=%QeHRsDF-wcuD7x|?WW|4rD$lngHLg0qx)XrG_#b~b)q=3HPH2-X3xJU
zzzUrMGQ+&4etUaJr1NR{cY>15gF=}QrEAu!0s|{2rbW7f2sCrqI!S0($g|!e4d&D%
zM5aK*tv<FxjC5M336BXq)}mB_3j;<?;SGhI!2J0Jb}}#&V?vyP4qwyCiz2Uv$z&^C
zU|%O9*Wmm~2if&|o7ef8#1V}$S4B~~YlDZ;C>~HG0WM5*E;xvPi^gAjXkf@fD5bs`
z?S^+II<Kf`PGc1<)2VfuhfG|7VD(OWHeAl9UHrai3a-XdkUrz&?6Oga|G^2OQP<IS
zy3&o(Mx7&KM!HoA(L&+!#bn+U=;Q=OW2!78EcP}q?uK6fIwYKmn!+^1@F?EqG{LAU
z&0uuV3=|nL-We*N66!a?J`N#t`^cuOu0n6<#AB40vYi+NXwa7@y<W;gV$gJI807J<
zh7Y4uOpBfbJ~I<n?HyT|PDcj?;d*LR;k=zipdA3htT2H$v+y+^UChw8ve27Yu?Jf9
z%4N2MdJc*S&{|^BMbP;+Lj{Kz?X@P47!LySQ3>Y~tOLOHtDM5UFQ+i4G69)tpmT32
z08}Z8xs-}gF+os(g2UTY%b*O1_S{_DS=Eawm(@vJ!L>WLFmjxO*<)iI$V{5Mxax42
zwG4+GCS<P)g6-GtSc14JtFw;#F)mMaoS}LN)?OR*VyJDJ9fUA4^h-${orDR_q$JD8
zwEE2$(h&QBU0r`!cw%ata>8gORZKq<E)vY`yr`|MhEkJmQ~aQG4HuP#ZzWeu%y#_7
zj%y33>2d2>I;+K{H})vCR(-y<h-)#GDU(N~ipfZnh(FNueUZv$%F<G`KNu~$$znL}
z^aHc=#6(J+s-zbvcZulPbwkPvCc=or=)=&IMNb+6QeeUUp?=*kik3?nq_0*t1$7d~
zT%4$%bPdt`Aov-++rl>SI&4iCS#U*qbRfpu+8hY-8{6s0l3*<?TE^9!7(bbGJGISo
zBr$V&6HO8eUj53I4X%UeJe5j5O5!U6#ehm+enumm{ESjnnTt#pM=`^)x|FE!W;~R$
zUQa4fJu1c0B?Sdag>SU(P$5@2F}FnPEa04c7D~)z5u=732pIu$+eP2s4?QjYgutQ%
zTGp}K(Uu{SEzDiWam*a@dS_av)$iQ=wa+G<*VF;`mGyh1=WzBnIT?Es=xSJw$9J^l
zuk(h27HC%Q<U#ezFf7(>I>iW&qf}6;v~;~btyAjO;G9X*Ga{J*5U$*as!F?+o=I}M
zkc1N|Vrr9vxm1Fh<M5Uu1W(uKu^vi2(%c;qY_TnOFZC^a7rAC1h{I#JFeBU~ZhT;z
zB0Oj7G||@?>7!{#u)SiuQxcC<L49a(Qly!3<5itfM<5Q)EAh<vepcX7N?n|fq&Gv3
zbDG+QO7`d(Gh<u+Rwg}jboi<qDriyWnb^y!4)3YXRUAlpr9q%RxjL7{F!o^I&A{Xs
zh<yxr)?n#uF>0_dE<BF!7m~VrFEJE9zAAjS1_7lv#ovzNe#-^{R_`mO<c^0yfCWCx
zH9lL;y+;}mCaF+<g)K<41;c=_-CR(mo+AwG>2_fp(jr(pY|ZmjJ>Vy|;7^{b(Lla)
z8kF>`Z3gniaPywlW`GCBdBq$Zm}VXMzqRFn<2-rjoD)2DWI6bXk$2jlax2oYJw|H*
zUEfi7@hU|Z&-|U02;h*FdZ*s5;bu{<1PZkfg^JRrHcYd5GaR6}vHR1wkNe|jFy~&4
z2QY05;rljrF9ulto6SpGyV%~s_iC5T4L;81b1&{F3VGyHL$W#~Cqu2Yp67exEo@^Z
zT_W9J0%UtCdVnh_K0m)KQgIiKJAgidPtyA1_TrJYErh?;B!sgB*-X2A+<>{4ap)ya
zN|lJO{Pne74}l1Asx#*fv0sN(E|ry`T1=u|RfZ9+Drwi-bGspodP#?a%|I+n2gHrM
zB8%$nLiwAkKEielaRvz|h>{($HIyiGE?SVFK5mQ?7;z&#2r2gQjx-*S6zH}(aD8t;
z<#~wW3#t@otG~zoV_`s)s)&yu(ERNf*DO>VObq%V9eufEPmmxhbsF-!Q4jtQA!=T)
zZdjcP>&-9_){ml2E%%GB8!)AIx5>S&8=@I8Oshu^QDzmUn!<RKjYN{|cme}<R5O`G
z(ma*MXd5xHU7YcVqG4NEO?<d+z>6p0J9BYRKL<}ic%$mu1Q?)nmOL-;7ea4&F<5AJ
zJDpDGHy2w$$8Uw*MLo?}nUE*@l2@32q?Mse!+{Z8TGM?s-y#whkdn)Jq+OxPgLJL*
zF@lwGJ=N@vDg=3%q6nDxyz*X30cfjBM<FVcRa12Wra<ztOJx)1cnHg;tIKla?;b+f
zW9UjO<+@^W6iJ$IOL@;jGg+|>=cbt|+5@0Cf&2bVs3xTYq;Q}3!R%UOvMw_hS+YsU
zJ6*`vMBM(7zS6Ff#sW(hPnCKWXP(N02=L`v2-p)VRE)rF{<A~y_x>#t3%XM+MkV^p
zPwk<6s*<>gPpi=Ih&si74CMoTP^(F&nvOrIE3e{(18&5VSi`BNyg_+S7{fk=ZJ2zD
zJ*5sQ(i3Z=P|NYCV68m;H&^1}o_OWK{lx#&QkY!+gICBRxrTJ+ssaag6j;5l;0OTD
zrRophCE&Cc6^;kj4EJsf2kAXVae*^WbQI1{JS@&5_e;>iBIf=ioNSGO(`rf*8__P5
zqFZ4EnEoR$6*JFE?H$%*NI#PE*WC=gUH2kx<VNA6I$YCW4jB%1VndmmL+zn3-OO96
zs@{9g&>ZKgSIriuLm|F>T%i3a6U2teQ&zUs>sar|&Qy5W%?T$gc-xUVq)_%Kqw>sx
zLkAiBc`yWo1HIUBQS4($?%1za2X4q}U`j9bC^0Ari&poOE^J-11%6t!G#n{ANSj;1
zsW*JJU=ajwKnz4c_DEG>3VMNhTxz5jBxyL*!2Js98JuPib_%*AR9N_(h;AsLmei|j
zXcDlesaK>g&bgx2WKS86b_G#HT7=gP)u#&M39^<!Fbko93jIvzeekIj(XT|@^}4$W
z16HfnJ!KJ;K#j!h{UiA9pxbc@jQ-gpXQYG`@~>e)3^NI-VADvTD5#6*8&n^`Blk!>
zrE9SeI}K8yt3q{_%J&7`OR-fxb>t&E3F^2o3xdTg_*3jPpwxa=t^SZ)bPzYnB9OQ{
z2#hKeZN>ViF^r<2bfWgMhlC|OwLMCz<hv}~kalHV2ef$*`;H;Jl4z?z{RxG4{D?H;
zD}o`_1Vd$i2yZ9sM9eOvEeiTca;@M{j5pN<HTCgE)DGBJ7zoRvqp{6sYhO3+5IQC-
zl|F{CHkd-N*Co2oU%8}Qx!_SHyuGL_&5bqMNe6I<3?C`?CNX$b5tX68M-<JvN{epU
z6)xAu><A3uwz$W4cgfVOs-^+W%IrKKiBEm^i8g=6Tqb!17Dc3(J>lD{HYZ7yD5#wf
zwPPInaNhh>&m*bDUr<fumSQB$xeZT!;<2uXVlx?9Ela8>7T8`;+m3y5>L(*?Ovg}|
zT%)q|J^+qovCUNNCxh((7cXM;dyqy|dozl;kI9VJ%kTlAgT9p21y>@gaBK723piOF
zjdOB9_6dX_F-H6dVq-T%e8)YpE!@Vbu;>uA15}en?m1Dam^UD8P_4TKVuCmywE|D0
zx3N>hypwYP4Z|3S0%3nHy!XWB61Ov3H4-1NS%*Z$>IFoye<wZxk?IhB*A%PTMHPpr
zhqpy?L+;IeL@y!EG^>T?p*Ii|56f4AyFoO8wukB-r0!l%f9R^wo>p!vt8BD=fzGIv
z1Qm@ZA#`bs#7peQF1sERO_{}uf@vv0_z|&J#}-wa-wRVRigP|k{Ng=?y_ZX_;==I{
z9)MM`o}`BSS_q=I;OkJWey(V_nv#2!#C|#=Bp5Gms1@xf0o8YRA@IA)VXzQ%mfM~7
zLOWRKF8d3Mi_K1R*+Ys}s!ppMYU`<&5|!*om%p^g>|R%T)aBv0@rQ9GQ^{7GspNLR
zA7omn5!Z2m$<#ichLj`u-7;*t@3f3p)OJ|+0U553v>lMzy{FL3K3iF(8eL&oOlNCB
zK)ZlkR|=GDDY;6DxzAnmooq1zn(Gtkb7@r7zV|w#$mMFJ4m#?q8&}pigoJX&N&AJ7
zXvi$g?`11zVO|!Cx+-~YDk}Ghuu;=?D)s&45kn4Hqe?1eCe0r8>usK6`#`>`k$+fL
zpOi8;MAfDF<Q$uHy(nLdNaH)@#);{g)>^r#CD;pf34pCCP>zH9W`&cJ2sVjAaGLw0
zY!iiXn2>3vDPgXoCE7i@uqFw=>O-eh2e7o)lYikMcJfnBs=(56DJwjQ`1Te0JPxjY
zY@c>aJ-Et`hZ=VtiuZ7Ol}9p<k5q=-2UFPnjc`x{3J<-VlBs^RH<bKV=a?yc?oxhU
zc22#_3v;MN;S#*Ou;MGa(=Lg=gFsdkdnBx>O>(VWZ?^@7g<h|j>!AH5a5w(rLv-T-
z4!TOl*x2WnoUN_f-1hWEa)Y1Q0b8MyaQW~%{4z7W1bqyGkSjEeFAjID=;R(irgw_p
zHp<)|PjL-Xj+%0Amm*C$!DFOC6e>=ivN7gU#Yp+?YJwNd$%mFUbQF}4zQ{vqxwn<Y
zRQ_w)?DO7%ad1qb&xvH5#(oXAhS>Coy@R}06Pul+iak7?Lr_?{^du=$7Hys&OK9^1
zmtGu)?0Q2w6ybv(1VTY9G^EhxSB93v-h%c-9yX}`9YmLlC%8yMS&z1HgC}m@IP{s?
z?5ne{@Ucf1f8y9jZnLYYUouKm&ab+Hv>k@WDfviY!)yA(im)`s+uijM)DY~q$SJrU
z#k?iQEi?{KL`UPy4K)ls_&Dn_#hDMbkl5JbauZK!`{Y_qEyFH%48t~Ty}FZebrj;N
znIbkpc?ettEyVGFI33Y0>)1bvl_%iiOtBrJqaKB#7{~P%{pLca*$ftZZ+UrX$(#2&
zi!IL!o59Lr7&i6%`%vY0SLi!em_L&GO&nTT2JzB|=?e<_$?PdF9HExMHJa1p6`xGY
z>GRUDEd#6zA0o~#eW(<QxigV_0R<2dDJ=&sx$UvQ=oXwSF=6Rhr4Ve;`=ap{C|7me
zRyc1nN!?a*=tg$)I#c<q89gI!Mahdiiz;<d6Jqy?bmStq*&*`6lv4A(A$MOX%x<sT
zL=)6bmwlL~=PD{IvZ3ZIcY_=mPR(VKd%YaEzCp~d_cyA)jNVl)c?Df7{m?ccFSrWl
zrQU7uFZVHQv+<N$nEJYXcPc6YndtY+F=fB4dy%%M<y)L7<ZbKIkET(F!lP>O@ia8z
zZ_{dh3Nj3bui0LM-z%rgu7|vHnSx5zkEWIC_r+Wy9?~O#7wBNINk@y=<v%ipP2vKt
z1l<x0ydFQ>YyNZ*$X?TaTgrPLyQKqM^V<WUn4bF{*Zem8F!$(sb0V%bFwD8wb>({N
zH1%|UY9tGj{eE)O|NOabO$vIok*1aGN)CPFpHkM7jGOt)HYCse#{W<|nCG?^DXUG&
zX46=gv5IkMY@Y2_<UBpO2#pq2it>I0I&wf)he<|red%wky@=N9cjbfi^7d&$wtq|v
z`-u#t>L*{Hr_%<F5)ZyU|7qRL)&YB-7!O_yq=6w_#Za_JToIvCSXU8&5qF=s5upn<
zY)EhqBw{<^wg@-7(B%O`CPX2ocY$eN6SDIlj2@xO!+;RMASq07A6_ij*`NfOp-<PM
zYq-h;iEV^s3~|dQudKvH8E$%dlRn+i={VA=3Lt_kcuSMaH@R3cm~?{}`yIMlqA&$m
zY6%ZJ4j5ljxGHR(uyK*sLUcj5OLm`hp@ea;Hd5#liWf^)N*C0L%>^BC3461u?Aou-
z^V1nb;X)Gr>H@bw+gxHhg!|2LJR}rcHeR@Wom7Jh)iE>%5meH}K;0&L%s$<H?TX8n
zug}kA$5R?K3}OTqR)dbaRx*W<55Ik?Zj3o<CPokKr`O_3xFsU5S=`iB1>aC@lDfNr
zU7@@!Ls$CZjSb1E7zG_Pi#P~+?0G>Ld$+I}gxF8_wIS#6E7(9Gyq20@ZqV_%%PY9j
zT5ioRwC6kCayMLF>@Bvty`^U8rNNI_9G+GLp#O`ac%tf0M)VG`Jd__HtD!DBocs0^
z_&gM$j(w0f?btXo25Q8)``@~;kwK^#C#ae|p77;}f|nb@O;Lr|#-DB(o{@jXKR5&z
z@Bc8gsKXj6u|&nWX^+>_mBnNCv^oxt+Vi(+d`5m8CuMka5sB?3=O~;xSO-t}^DT`-
z9@6mVn6J$Ti(ZN#zLjB7*FIYnWquvE3|OA=ILy`n)*F$}q4eZ3LQkBCXEoAuJ>DHh
zLT7<=MHtI8R3sD!*c*Wijyq`y)W?BxU4k7-G@PJJ(j3GCDs=K$<zAuX3ri1_51f+F
zT`F1W@TuQ1>8z*v%58hS`LNmS^%i_T=!NZhzvC@-R~A>AD@#y6y85t>M}ZwluZk%4
zM!>vxl^37}=uJG23%eZVG3xg5hVyog)|~|JvFO9Ymles6b9nmT;L3x^7(R*vIJ|IM
zryvW1s{P;%dJ*5Me^gFS_(&>pQ(Ao=p|9dc%nG`z{X<B$DeE&2RMA{vG4t&x@_DS%
ze_%`fsjGB$Bov46AiRThI*U>y*i<(C!TEQ71ANo4uXVW&JR!?ffHz4_4Kas>qKI4A
z+H$+uQTflsNsV?+u$rU$*>)}LEb<}d8Jfn(1V4#(Eof;kiP!O{%449f;7q1f>ogZQ
zN(R?yzn|QF|L73icYsB{aAX^Lz)O^h+ctYWZF$_*r&TL>ybtXAaDv%DUgjRrLT@U6
zI43oO(1mQpaPOSPI?hqz9V+QnBS#rSIY)`3i2g}jGqZndDVuRurfgPCH}PbzbIS70
zV6?YVBvOXSzh^$crJDU$hDC*H-Q~LBPjTf_a%Uiyht{HdEr1tl;I7u)pW^UiT+QLN
z-7n&p?6%hslT4L-K9kG6817JR!<9i{p3Y#Z<N|lq?~}s<;w2m2s*-3U?S+QQ&L1Dc
zsuIh#u#Ux}dAL<2lUlkzhRdivB~jQv*cUQ4kwd!9xz{wIIadU4RrK7I`6j{*`^~1e
zi2e4`a?AI^rNyq-YK1|!)ATjJGJoih!-7m5VTAQ-KxrUf16E%*!d-EjHPvUk4yWB!
zz-r9D-;N@G%S(T5B-F_BAYkdwp%lpl%`hcjST2{Z!>{d*`&c#Sv1Ts$D|(Sl#=A&e
z6zL280>?wy-#x{<I5v|nWFs0KSZxU&jjdWM=soR{{1?x4NiObjLo_|>HMzJz=7HbZ
zntTK-LCfAzz34ekF`GC?z$b)y%s@U<!aL8(n96y@WG`A-kE5b2f1k*E+`Z|HDb+zz
zl<C@t!Ye_d0`(f*yd6e;yfuhbf!<0Yk3_7|?dF{OlSx0q(e@o2^TY8UX)OY9$ieeA
z_#!MACp}QO1S6_(7}tZ4LrQ$#F5%)Jz&jYCwEW7=4eU&DBxD7x(Zw6Yja|6wgrmmY
zYpYjpU90Z~OhJAA!A*5?fzuCiMoNz*u0!3YExS63kS`7Dm*CO^iKG9%_|}G9MPSba
z$DkbfOHBWgiYg(Ezi<bUY)7~i3FOJYc$JG@Y{)*#g#*cki!gnki@OJXSA+->saqTs
z%Ds`mFRoR`ZOoSEOOGqs%Osz{dj^*PF4xBWvGAQ6Y+b5W+jTy-!6{85&wsowT`|DD
z5&k=BKZJKbF3Ho4OP_v*a~o+1gj=e~08U5b>2paqIHaBom)uXdBWnR1ui%*j_b?Go
z13RcstIE?6b`v<((0)5~Wy1yG+5>l2?1TghGMHEpT>2Q&?F3Bu@LGpIR(5p4C{6hb
z(hUy~$RUaDhH&=*%QJQt67GZi_y_k&U7UxUcN;E4WP>?fGY$@}*6(bref4$YW;B>Q
z#uXpAM&`yEu5je1dg<%NC2|j<8z&kKoR-n07kmcDxbBC#FkKCG-cnEz4Kb^t5}#0u
zP+I3*`ugijbW2xWDaoPa2&ZffgApEq6ux=+y5{RBZ;mKCo%)FmkT0sFPhHo92O0vk
zq|7DFAjOCd$vqC2gUUh7n69{M!yzLx$DGU2P>3a{bM-8m_U?(^p}FZdWn=ky%HqPK
zPrC3XdwAY*PlQ#WvNy#3{}K(|D)~01R+aQa+(^Q)@sYc_z9vGozz?lQKHqfIN%xTQ
z1wQ#Yi<Fghwe5)F21(7NLGramzT=%5-mRz81~v@WlTkj!2hoSOagpcqIyO&uZCsm$
zl1!j3DXfX^Cu6_Eg1f;*)HE%cMxXQEBy%p?YAyLo3;s%bxf!;)^WDJfEH89$5!i0G
zTHaE+4>_eIF^Aw|W@kaof%`aJ&N+tiL92#ljwD}IXPox&D~I({vp5?CI0NP*SuXRe
zMboa&2L-U)IdX;oS&`{8RBo=STBbSQvB@iFt^ls7-j;O_p@){A$ZAd?e}>FS7;7uv
zh7zC0p6oOGylmQWY<3vbsPhQCePbhwVIEm(9(lr-V+vlrBP)-dA+r`6+DKU0Ig!e#
zC2{^(b$>fMRr!5?aOeH`AtucJ&o&FkMGM%HUE3|2GoG?EZs^l)+L%2Ke2_XNfXkB@
z>TnJ<Q%*OhbKzkRZ=aj}Ta~O4WQ1)x8|Ir$o5`ny;bz1_6k-g$`(w<hzBpK8`*_A}
z;NA!a>HA}xHS<Yv-CYV9KH23vW`(g+ypJMf1%VN2efWg*)2MdZl#bvDo{k7`VvLXj
zA{hCFIaplD@Z}eTPt65d!x36sh7QmsOK+-J$#d>%e=Ecl_8e`gRDImVz+Z&%67H5^
zw6xG!UiKCjTAePQ^lf%R4`)L>huHjG$0VoM$gpqWri&QvC<?C7BAr4rr_ZN5;?V&U
zyg^}ju*Ks1#bMJOU7Tthqw93l1)MHI>Qg!7^o<ZO(A^m%;!P9iKFs^9==R)35p>_I
z<QKQrIXB}xTkG_c$?4+P3?u(-Dermc7YDFTw+BECHupWO(`~ppK+G7~PtLr3h}E@R
z9WAIw$t^FJKh5bjTjwYJW}44eV<>84npUDQ9NK0*rL3nOH}h%r1*UU2|5lw_kIE@g
zS3Lh*BkP(fE-m?BRiog`+Xj|;jJp=h`|~EwG&CwVw<roO3c`np`7UpUV%g6t8wguM
zhiEFQmOLfoU{bV3k}D{!ZHR7TJAq%SVk(fem7@LsSQc2y-GCe^rBf<mlF^x>D2?e0
zy66&|KEdoNUxHehVTUEmrg13A&ZgmGisxk*VvormwSWSS4PY^iNL8@6#)*x3$d;~I
z#L9y(K=RxVF?q=o7FHR2dWXXjKJ%;Mj6@*@?gTc^6sie_IwPF!1tFh295L4H_DZh@
zkI$7>ySuzJzr5s!%ggg#HwYJ378m`{(`z={6^bWnuH(QEAuBdU{!I_Tn`lGM11BD8
zqSOh3!K=$!#74Go#7h~7t&ecKoK1f+#|F<{<VmJ4VCQdJna^XLylC&XrtQP?vPF$P
zkHfoatt=fd%`H#(!UW6r;!hxu12e_v8w?`fLqhtBSKYg^S4x(!JN7W_f74r1B)9jO
zEn^3a1;OQ~12HxHe2TV@K=cZE8YUH=TgQGwFVUaAEG&ZM;svR%s{21#+djQ~(GrDs
zTEw=F14|k&s?+Ky7B=}}NV;IniFkPwWRXH%B6gs9v4k!NuyWA#fv$mz<!Fm8BSa`U
z@`xe#Ck{A(BYWJ&h)9pPhobm~xR}ABhLQt%_*3MBjV|u@XrWZi$vy$z3>O#Mt)*@c
zLCnMXw&yST-331kI&E@?fiWO+#Q&@a$QQ}fEt>fbq<l=x0AwD7l#iS-9G$HfqYT7&
z-AKPKMzP3q0iGN?BSl(Mm2~9uY+RW2dZc(fkk8ENVM%h>vd*~emcZ-B$1||F31Q;$
zwK`4Qes@wn(Pshe2Po|}3F_uclwv_ot0$j1%DfMiBS8lY=>t#iLE+G6?s(irxINKO
zrH^NQScsB+qy78ESZFXpE#gkJZa&lYokHYmYzW4k_r2+8){~*d4KeM>oR130NqaE!
z_4DG|DZKP4^x}SzXzA-@-<?t@UKn57)e$$&PscPvM*QH(s3v8b2grMmqA9S{a*Dvl
z)3Y|0irn@iNCo)`i$~F(L?VCYb?|}`?5DyDN-$qYwI`V<A$>&LW()!3hr+prMJQ@B
z!zcxfxK1eP%f>c$$#NtHO{?^o1ACY)yzKMeQ%H)K4_rB02nmwb>)!?alfL|2(6<yb
zW(sXHQiVM6(=teujVWL}HeJwjnTH7Fd!H-@1qsCFn^J*w^S$tb##@g8+Ot_uFM1x_
zmR}N$-wM|PlIv8!u=2{B5p3BYsBPw-6ECQ`^|rVz-z637=d6du3wVSUDDWKKDTBc-
z*Qg9H6HLS@m<xiQF(M@>=Ie?D9fbI}#!KY|T#<RUynrviG}tOrLjL*k4Aa}sFWXJv
zOLOZfSzBQ+#f@Eb!TW)>-eWw`Y^xg9Tg{mo6+PN)_egHFr1O5wsp$*2;-sDoowN>R
z&j?LNto~v8Hm%KlDO&DGLC^kc)+5l&dG^e*addqdIn(RLi_vzk8&5=YR(sAF2-X3I
zJp@)fURyE?5cNsXtI|cNh)Y`ZytF;>)bUJRyg{Cfjb}hVu!b+iGlTLtnKsI^9uTvo
zkF6f0q$HMp5t=)$tYk~kEop|<@0eIIo~nb<TwAx}I;ME0{!-i?1J@2GoEaR|Nw=^8
z+Q!acwU77VxwcP0H6N*;j%tmPt@Cl)xB}~jZZ#cq!|UluTijnv^B^5ysScT0rTWSk
zCtFx>TjaB&23j#=X5X;27rb-;c{nnhsMM#QM?+I1u|))Cjed>YUQ`H@eU{x;HL~xs
zi`zym&C-WlZNZC2zU>#=ZPBg4=F{yt3iccB_9%b?uSnc6HlG*>5K#83?)EBRVrHIq
zw+GflwBC8Q=d+1+lYE}_gYV_!EHP4!W<3Ev6)k-W-sU>9a-gOosoQKpSlNxHy(j=9
zeI`CPa&mvo1CygI!3KfcfG7;+GrbM7*IQIVA(~Igm*LP`0$e3~5~XykamY2xeq}z#
z()s7+b1l!kJD)4VmQuEYmU)R@+|hFv)z|KrPts>c%XpjKp5NI=>NCBkp0F3{fgS~0
zcS8-hTQk+gcExzwJ~K-su;7jROtY-V?laOyKW}WyyK+fr9<bP5WNp~&c4X`-?AF6Z
zqPX<{nD2Dk9H)TUN4xF0TK4X|-Pm>G0eYL8umyzW84f(Tf_BY~mC4SRdz;=a5IUUR
zc;+A+4#=^)@GfloM}cM_dtMa1UvCd|dQ@Z&nzf0w>q6ldx!pEL$#t1w_Hrv>=2PLB
z0?k+N?OsDxf2V%s$_7)m2UCIZ(h44iGKS1v)+E*xDFg(B>oA5cSHJYk%AV+1J;R=k
z%FwuAqxP|-bLa8wSKl+u5nd!%OVTIcGo2<8QZ>S!CaN@Aj&RzlPopzqCTZX;ckX#x
z4OK+wt#|ZZ<|TMrWmKrb{X=iNG}jjPn8dY4>{F}9#53#k-074T;OF+813oU?O1mdT
zG3L~?mnRK2AB8WVU``vmn>XX3Tx|6)*keUqP|rUZZ+CD8iQa%W^!H4CK+qa?o1cl)
zP2+^tR)-j>N0ECiPXyv!4{@FdL32cG;ig_S;u7qRmo1b>O?snZi>mtwnOB^dAa(50
zVJ`AbS!T#p&YUqEOe4=1T7Jr0nLLV=wkag_0&DobNM$o+X{mMeV6^PT_asdeasHQ5
znP%OU;;YJhM}69CsgDgwJY+}PmL{pLNIECRm7X?JL~}b3Lp!bGti<PGwvT%<B!w&4
z9j#rL>Bge?+wmQ~8?jrIp=tY-WCR&6DcOeG(@~tn85fkcq}Nc7?UZaqQo>nTE$lBF
z#nL!SXo-h+6fIk&(6qkPcbG-3S>O2Cl<d}NtW94{dGm^>Vaaetpi9*HRVadZMVsE$
zgieNsJ?REn6}(uUP0<j{DW4bWXKoZP?k_W*3&k4&H_4w4k4cA!KuyoXsR|s3#%46`
zhfhi49^73E>S3=Y+<*3gcin1lfi5CXPH7gCFRyB$Es!N^s9RixQN+vF)?rMb;P&84
z3O_X?trrz>%NxLkj8{v0F_k2qP{O8&WU8uQ&smv&6VYNub}`z%VC$J1phfETNm!sY
zDJo*vZZ4?mv01~ntJvpZiS~!K3DlD;(Q>1b8ITX8F<K6-Xz*T+d>rK~0@)89;rKVi
zSPeUJ7Z-oxMnbkO`Z*>x?3|+FOjQs@;{-;}h~brO?>>KXz5ePD-EuJVw&EcaMs*A-
zv8uakv(&RFmYe;whIKrA&J-u7DMNcWvvTJMMx9)#%)neHvz)+9Oc|jxWN3;qjn^2f
z7>A0>+3HPo#A147pQPH02-v3cPvx_613ZeBEzPyZ*j!25HzSm10^_?r9#18!Y+8s_
z+y+m0zl--^*lry0zXym2(NoUn<d+Y7JgN@t=fghHgsD0GChKmpSC1zMDnc>62{#&l
z*LBx=!mmF-ENmI+0VaZY^!G6WYLBbk5q3so%7+J!2U}ECdLbOI0AoeePuL=;*Z??n
z*Zm{?v@H4~L`du^to`Jxu<j*l3M{>oOVTb-7|SD?X{eu=g~vXEiXf)A>gXfLp}x9{
zEd(BIbzAUyUkJLv%5rmIVR7E~7FtV7VbDsWUcahxoTB2c*msdKt&ex6wOZ(ios0D-
zh)B8RZAJP7K<wQ_O8u(&`VSQ$Ui!=(;=f{m^r@{NBk<P|5yhr1lj%Jb<}z{MM9J~+
zJ|0M-p=3~Qw<TLadvT3(f@{E;^e4}^XB+OD41<TLZ9ydGZ%={GLr*zCxbMsus1fJx
zN4W0{LaiOP<~3jJ?+a7QiShkqPqCQLKYZ>BdX_E4Qcj5_%lM%Kb{BOoH}h#1aHezE
zHMJ<1S2`FaVZ9VW7D{!=EulMzEtMo*<X%)?TAj|45o&6#dTlqtVznOi`y%elMVPep
z_lD6WKi-aa<9=M<+WUO2`qTIu_b#46cQ5Y5-_%F=b_wqcj^bJmF@=J7w?6oWLtLF)
z9Rye+K`?EJ`1WBwzNCui(hxDtEc71>Gg<L8Io1Wam>O~G=CCf(3YfZ-vG3G?oU9b7
ze|~H8ri@`@+s5P2%EM!ca?QbO9~8q<JnTWs-vu*(*@dcd275w*qJrY}#E8O)_e8Mo
zxK|Y=Aqi2WU}~2d&f7b1H(2t*PS@|Q^cKBvzJu4%d(C;+%zF#r0-U)5y|H~qwJa0J
z60Z-ZH*s$$;&su5WT2!MyLa*+7_DRJ<-UK{Mi3{^HpaOOhPWx`>~Gn?thwszHu&!S
z4bJ#x4pP6euAy%iK+RfbiUnQk{k%-82}~+T`eI<FO>~i<k1iaJL#nz{0;l$gbZO_N
zWrm9Gu=Htmrn?2qCY`Cf#4s(rGu4v_cJnedfSu_;4|t~O_eT*znsL=Lg-f70Fqy&`
z!5o`R6BUZtg7@vwRTy>?xJG&+{NfM`RJm7mVVF%8?!TW!JrAvD-rj0YJH638u11zS
z`^=3E4Kib%Y6f`17j}p)_Zoa+49X{zkOOnoA02`v_kS8;_X@3;C5qB@dk_v=0=MdE
zRU{se1INsH)`3LJqmrj1IyFAILMz6h?$X-V+lU8BF=8^|Lgy8Q{f7(PKPI=~vnjzs
zb%3dTMGI};EQ=O;2ismU?bCrW6A=wiYd3#p9kS?fovE%?93)gn6@1ztp{g%3LHfFW
z*lQx3&3w~eSPHu<%dKw5_dT!EYc95Z!#T04@^g?rt`~PPzhlDbb#X_PM*OUc2%wBz
zR~I$Yv9q_2&fNa8Q3#vX5|{N(HdD?@v<x9vevZ_dx&Yy_(&&7&QsbbB5v;pQCk^qZ
z(1ghd6XA%4x^wKST1KNV!t(Fg9*^h=k&n3c?J4kiC;|sK9?6V>8fWf)9FJrW%-2Rz
z{+RylWd$x*3Z4{&?eJm!ewRb{6?J_>Czj|Rhd!v$gpJwAeDJhd2y?)JwUFPT$bHW(
z1m7`S8;r*=ZJ|K!M-k9H`*&6%(7Qi)lVGXVUFoo{!>ENQG`d=8V$APe^&UonyNP(a
zbZiChg-ZdYU|$+WbwnrNgC@>!40~SKJgA>;`6&}OgENZHx7S7E=$L#UbQ&2kK^gK?
zmMvYz$5{##JKVU?RSNnfmkn{FIRFr1A74nSB4&`*fjoNMO+*wzd<dMoiBjEoGIqx}
zg`()l9^yD4ZV>KV@Ng;akalsogX<$ic}5_h?Kq}muevL0g-}Jf9ik`?bk~HQ86rx#
zirO#=@!}kwPaVUTNC!4jO+y{<BJL<cPzQRg1t(_-0s_gat)Il(h;2C8!m;56c?U+p
zjYP;I1SrBC)OLu$KqkDQ8uiqD7))#su4p~n8{^|AF!I%^;88NY<dK>0c9!P7<xaER
zX@_mEyVMQ*rB1KA*jnf=cY>Z?<vGsg8DY372WXwfhez(cETFzR!2KDum{Go0j#8KH
zTmK2;ezFf-`<N`3AxrW*r5F|=u7Pg)vkfb#n6zMCvS9svFYkG1HwOqSXb*rIZSH%7
z6|~_+f>U!y$(JK4y<E4Mrn?m1#+MZJgk)~kpFP)ekb)j-$g~oD<j{cu3rgZ9KCL>!
zgLYtbr0g~LX=8jiGZAiTI_Sr-iut%rB0b=^b54t_6yr^W0Yw0>3Uy#4*IDwqDO`Lj
zL89_<y1-LefV{pg>zl?vk~OLPq<Br2t0QiY#ByrA-H^x!K~(cpq(D5kfV=$wDuCz~
zHvf<pPU12R{tEQi$JpC}35a;(RiQ#Pn5#b8j{I#}!Rb*9BkUm7Ibl!I-xJTB^g;^m
z3nT<I1i+=>OryOj*`wgaSlnJglRz@G1{p}l-;-}wcvzzG>IbO>aY70bJ;qQM)*!w&
zz`OOh0uvZsm-G+3CgP3LXBmt~5qd*EZdgrie2;SPmcECu;PqDU3PRXi@j9LP#pX)e
zUkH|3J#VS)EiJUtV8T2Ps_I<gO8REaYbr?%A~O-6OQ>Xh>Yy()_`H!19vIQGRX=AF
zx1Tj&&VRO1{S}uKPK|F<iO*v}KEOKy*<nz8#Up@s1hN=KGK{&AKRNp^53%$?>@*&)
zEIn9SsKv?S8ks9}=&8vTmNg+*Y?f&hTZX<enhe$@zP1kKP4D4UgR&R7Wt&T$(~`i_
zXE?dP_WQ~G`h3k%iu+lmmS`1+exRVRFmC75>J>cVzZt!v{Pp+gyyKL<={A+Cp8Cnx
zBE#2|6H9HU3;>N&PD%Oh7Vf*Z5Vc=fv(&Jpj}8+j`K?WupTI)U#atG)oKo#jRs73h
zD1sJ?M~}c)!341um3=Cdp23b%EO^^bK^{jjj#BUnSd?V!XK*JY&nloCkSQvn5kG=4
z0FEK(RN{u0?9h{Va5)V7J+=kq&U3qXF2G;%yr8q_Eqe3eLZ><Jhwb(<cKIudcrce4
zoO9$pdD;H*nM%;CRr4R<sWK5xx`FT-(iFEriUHzW!tpHJq{EWN#?_xDja#07XXC4S
z66`c4$*6%YR8{_+tLXDsaGyax9>7*0JBrLqr*3RyL99?#*d6+%fX&d3^m;lDOosh<
zOs^c4J=B`qNQ?M8&xemoR{xjp!cUhyzA}x={rpm;{J3_%KUbT~J%Gyb4T6`;UB?3m
zpl_lz_3N7`^?ZH+v9xyQfiHucDk7H-LF9Ivr}K$LhwMOQMTEQSgP%7yGv$6-hEL|!
z4>m`WFq7ejQ!`x0JAc_6e`w_>>mQ0h@c^$s;zJp>X9~WvFEZrp{7t01oxcgGul0}7
zWqPMNL-xkL$gbV_Cen8B4-$&KK!G)Scw{C+?~6mw!&&gKgxuXjki%hg?8C4i9^52X
z461h+gh8gFn}?u`Cj#*pO|XW?H+zWEKMwnQcLo#=B}04TS<&9uyp<unehAWXDaHZ?
z?i!0|qUf6p-P=z~cU`<&nxVQsrnR}ts_m_bxRl9|-7k|-FrNoOJi)02*;}R@Yzv?L
zv4S!$G$z6~5qZ%)z>Aif;RupX@LZ;<U+$}4%V~$W!3kE!@owbPB}<0-+P<g@M^}ho
z;R^deG4Y+jWiPmXHA8T9Uj$KI|C@*+M3aEoK*;Z%BtvL_{3HosH3$b3@fxwAq`&W4
za(6NyzoQJ*{YfiLRS4VBWH{D@GxYW+UQ&9os^1lF=yg>Tb9kr2dnzkl4pLJYi<`Pq
z#yS`!h)t8J>Hb*WSY><tNwS?r)5?(B-#8oOP`O*Uvdk^q(-+Vy-(bCgtcef;ORe<N
zGprpn!}Wt^xO&hG_wyMR_ccps5XC^+9k8<R%n;QD`Iq*UADY*LwUvC;m-nB$we(ck
z=i5(}eQDva*~ysg!To}^@2}@&_M*lgB!5xs50byA`JeA=?4%jP1Nl+FKW{OW?c@QT
zXTZYpzzYHnV)%9;RNDp?gLR<9V(`*}n)?MsCzI}!q5+*&G{Dn}26$T0*sV_~8qjG)
z13ay0fOXLYoiZ@Wekb4K1lEO@z;)>*a9#YHdHV5)8(uIX@kke42-O7_LUpkP(8p=H
z1$_djF1Q%1OD+cMqR$#F_IHPm{p~Go@3}lk7g_+*B^JPRac2ygW?8Ri(se;ufG#Bq
z&_(1slWxwqQTgs5s4lJ;tP3p$>!R~uI?oHa>^%1gur9m=u1hb0>*8;6Cr&+GfUxti
z@5RF@Dl#C6KYwRq;0@sxKh7vWvPntkjj$aaBF0VfpcjqwQv^Q{Mc$ix@ZbR+NPQGx
ztF#?rcisyg;7zs%vD)}5nf9TqpxhFM!CbI6@JOci<9KJnaitV){)5k;4tZjqBX}ek
z<H+iWa|{M{d>oY`odFb9k&CddYt<I~g<c90-}3Onlj;Lqr!TQ5!J}v=!Yzn60ItWQ
zt;R;&8za0x_&|6{O4mlO|6n)7butIQ;tGDq$gXfZV`LWr2{m%%zn_YPcnTvI8|pc6
zvyN-@F8mE7A-burLQhps$k1i??gU=^Vnat(ayaQGM~rSbz{VeM`N5J7lw4H4+5ob+
z8K>>QUPHWf)PPkRTsJUJ_8OEOws#R;?32Exlo4ilF7~<NXgoAaHY!D@?#M`JI7FxG
zd6>(|!f-tQC>n2zXbmx(O-EHDpWB^8eTo4=o)x0KgiCkxi2ESy{=^%JK?oDXzGw=f
zd{%{Fph-pU$Y8UF*n(r25U{BrZt&$+R79FU;izE}Rz-b8U8pm61>Le9#oL7wm@L2`
zkj_)chOl~pPEjssd%sh(<r44t_{<5ezt~<uh={PW;CI{p%8HK&5zQ8!EbPMiZz&A*
z<-keBG}@h06C2mjADX3*4A<j6dA9P~K>*h`t+#x?Q-*cf3|-}XP=-dkLoTrt$&9G`
zVHqW>Jnih5t^7tB!Lt-6jpycMTxpH&VacR>aU;aD8n{qGX!`=RKYpeM)g^L@>-76u
z*z>q$S+qU*rnyrZ{jQjnyZntC8wRjw@n9}5`{d>54Ub+sKq!&L`Z7$r+RY}1jVd=V
zD5F`H&b8h<1Xu3g(=pp24J4G@^WU(?;P7Q|%MPh9aQ0L=cv%bwxkepxPG}igK1c_(
z3D70#v3jC|fyQ(W=JoO<Y^qA`+WkPvOj<Mf?fV<nTZ%GT)24cSm~XpPrvJ_|7gRUs
z2^qjo`Y_A$rB47Y+C9%#XN$sw5ZB7l5b6ZE6;$~KJ%J%Vp8qAk2DQ{@i^YxpMi{ym
zl_SHWM~^J+OKD=Hl{Gl)14aFFSuX7Us&sNk&I7nH;Olyr)63VDGYxcG-G$Ka_Li5t
zR;#npUTS0e-E0Nj#a?@HVP$bya~H4BXZev}JV7A!!p$4p#qSlsuv7=(RX#~{eo%zM
zX^2Jz6^5c^FvYhSWRzCNMLxsb61X-FWW+*3>q8yyps?zI8)dy)RMyWXaT?R1kO+?4
z$KGSE$5Hj={UTy0td1b13Wc3eufw&&i0aAKjht**FtS&r24=h}d1mh%Lde1pqQqKl
zoO!w%`;~SZu?3s8g<h|zn)B^0`gte`SL_99nvzgDLYcvFZ)}vJnuDpbJ@JFty<AOr
z!jtvWyc7x@%br-JLIh^ce|d;`v46#2de=6x;1a#$OMBR#Rq@;fPphTykRMd(a88l^
zt9mBeajMR#RN--+z$J(Cb8t$$8>jFUcT&nkN5{g=?FcH%+HwkXoYMq`JcJ)sEo_B+
zs?I1mFcq-M&>K*+JJ7aUE%)+h4~GhOE^JKt{pg`Lm~#PJAx*sFZpOP<)<+1<K&kDP
zyE+I);Uo8Eh)1CjJaUIu-!;}m$U_Zomfo&=5y#fRt@kyq86wQ3(A_SUr4bHBpzy#R
z0oEB~Y~1DF$JuJR7rSwC2}Y1Z+I9}YBB#xd_;kr|G*FrirhxVt<WBg(DxzP)x(dO)
z;7~!vHaJRAVX~#`BsnN3Md#?>6ky}@2xmjWC?TKG{iKT{5SQXu_!LVssP?^Y_CAFs
zMn^~&sHZLnZx44A!YwF4B@#^qQ8?*13O*Q=f3SrEBjLv>OgM>Fg8GKFwEEBs2jNJa
z%urhpDVr@bad<?-qO62TarBKVYk9JS(<?U~f;`?u2!zImQ5V|YfHX^-UeQ4hd6vw%
z)Gp|PpsLPx<XhnZp5JwUHNivA;z4h5__ZBvp$mqvxhZJ3R(o}8YvBM&ENVC>dZtF_
zP4Y+y8nJp3(R~=f<8?dkhc($Z0)bR!M&O_ziTg<crT4sii~wD59=*SYvFIn-YL(n>
z=@oMkPc_YmmMe<Fe^-sxL$5y}&ze}gkuDxRzmUf0NG|ZHUIIhV5qc}(_t&{uNi|a=
z{pK1~t$Iy!BN;7G14(NgBh)<($%Jc;7#T5|Yj?!aB{fCC;F+7HzII2@1;ZiYD{n4n
zsL2=tr_=$t4dXyjMsCGV3?CxR!37rs5WC((ynX882ph+eutx?JdDOTLPv8mm8oIyW
zF;w3|13u>%u$qpmJD-mDHmlVi|JYr-a?e$JB}@hxjutWq10?GN{&vxUdoE_qHa0*a
znjlVDb#bB>9>pUHSSt@3t!ev-G@S$x$CB8u;H?j_XPLuH+oGdbI{d_p6B~lLDol33
zNhs7C1+E?`bO22nj*Bb(pX9J4pW@Im3}M<Fy1yW-TI5gIRqKyGVJWmNXQ8#xQZrMC
zBg*w@l>*}i<jF<U9>E^EhMG}GUZhe-KshE}>hD$i5j?*L`4`lINQdm)lf`}3Xn;?`
zIw+Fs*e{V?oT`7y+q5bT!yF{DmV$1ly9f*GmXFXiaHg7H30Jz^AXxDH-oiX~Ze6`W
z<Jb01>Y-!_dRnK@GZy-x3g?Y9JsU0Nojk~Xis<ze;X2j`IFWN{ucVOlc_RZIFLc}+
z_xLW#tOV>Ig!da$`p}@HK(YbWE0ymRU|q&>x)I0k`{gM0>*_IYz2*FP3NmVlh{IU7
zG`5TYL<6R`oOl6JlwODZT3@~tn=9mdMTP8*@kACaBUol}#l_w5egSTFyi(zrR)cZS
zM4CcO?$asc6e{-Y#_KK)!ZP4hc)N|7IL1<696k|KUm-fFz$vJ($sg|)6mB=DXuu>!
zJ^x}yVZn@TwfZ}y1=lx>SBX9<N82>xKfhUkm(Gv33!rA8#0w>Gy)b14xv26)Z@*|8
z;-ZyVrf4D}D8sJJr$rMHSPv1Jfe95gldL=$UNqQtRf_nACXGMN%=scx_N!Y(eZ;R;
zL9gRF6-~b{u~-F0yNaeC<Ir1&Pz{*eYw1Xu1N@eq%rb;?8GS2;kwpvy5~CPBW1(m%
z#E8Zq2t=OB3^!!8fERM9gk%Kv*-RtMp*7lVCZ9>O*rUV#Y(_rgjW(k{c-5%i!hI_Y
zQdKjGFz%AVmoP?=SQ9tZ`t)=PskLM^@gwb3!u!In4{?4l?Od&B@A&&(*7G<jTd>be
zrXQ7Yr>o)T{(ha##u!$#ndb>q_Q}zc$}eilkIBwT-+x@et<*d9cC8uc2N9npfZ4R;
zwI^N8lr?jDI``)Dz2?gdlu+bLj?=!dS>qtbX%;hZ!=Cp1jJd>l-nV?tG09VOk9ZR2
zZR|idh1Hzjcucg?r)Q>duJgp}%Kh;+4{6HLN9kmTqM*F0yDJ4cC>LOgg@y}|TF^pd
zQTs0sry^EuB*%I4B6jipa1RG*I55JI4($>-_StKz0_Oe^LW=-L<voV2aT*D2>Jgi0
zfmP&dtMUOEwOLiL_cnn!hgkW-;D<K3bl5@rZ{GbJB@Bh_1}p7etJmzd7gt(-XDR3{
zcNUgIgtYIp+6Zr-2C{!$<xm^dlmzbukpj(K7RB{c>YNFxU-RH-qxG~R3<TqiQd=Ii
zskLYzP`-XI&rzyg9^q=bX;xaJg>z?w!!WN8Rfc=RQR;_<_OppMGAdkD+Wj!xG0CW{
zyC6g3z}=yC6FR-VerIFtD~2j%GKI>RCk$3<S_<A=U1ONi#|VafJuZ<MV04}Y)Ymrd
ztSmM8*ugRSpAm}HL!y0?4$chjaXwV#oD%w=RkYeGi|Q(_(Cl$F>h&-<%#cd8wNMT4
z2U6Lzz+d372?6mmmnb#b!jWwBN7xgkj8HVd_HM`MG3I6~KyFcGY5Y}BDD_lSgoZxd
zCsU)1zEk_(0>ssB689(L&_Mpg=mMMSZMYQ>6Wheq&ZdC4;5dWw4@xQH)Q|LTYrxGx
zwd)~y)gWw+h>d!0^NN92-eCd@r^2dd%iAOn=~z!;PA!^xO5qtpaFaPZ9WScm&tc`P
zkd2NiLB2ygt*~opw-#VCV`WBddJ&q=zA8jD4~%X$go~Qz;*oDf%V25+6{T_8)ky-e
zlLD&`Gc=+xkT%j9-XrsH(ZSQ*n9mAPRK<Em!x%yfCreA8qdr?h#W9*%pb)TT@%vlY
z^Vr25z$(({cg309<*<r0fJIuG%Ah|uXZUP4_ZiM;*wLN1biPzB-x^L00LWza`N>WF
z<`7Liz|JY#bQ+M7?b)HNFtdZqO?%q?84t*T?Hdjgz>zDR4&T(bF;cXBKXoz%kqXb*
zUVbdz0)ssoR&-p4UA$Z8@0Wb|PSicWKH1^D$~&w4AlRIILyU3LiWYvmKqm5tvaIed
zam!2F5AmXwD?Cqn&`nVRnfb_Ht-2HtQA9dadl+)}5Eqf9dFiS?8Ac=A)O9KT5$@qV
zT&7p6KXku7&lfhh9bO;BTO$v454fik9upMyq91$W)iA2o4P2gwqZ&2=$c?A1_u$?#
zL{!J!ug~KWe$TxHS9^C|21lNw3;D)s01FNZ*t9`mo%>YR;sP6UE?#Y0tbU>`Lc?y|
z5B;P*3?A3RVAA+|yTe~LhLdj6NDw&%76^i3eS5sy|6Cd|7~v(Ay=w9qHIiDK>rweK
znv1Jh_dLcx_*!6#gf~FN$*5de&won!L2N%mL{TbnJuH1+k|g#cuuf1lo>!$l6hlRZ
zpLCy1kEp@QLA*3VNqD48Ws_v2`;5s4%4&fPDwO{XtRTddt?>SNB!XFKHepK`GR7rN
zP$4<VFUBl-0FwxH`Hr19Zr$O}L)D|y?NN+i*(N_$p`MU)jJ)43?>})dp2T>vHGJ&R
z6ZHv(YPBzJKk2TZk2szP%4s%3^dAiwU4!dZ$nm2~e+ngvRuIM|JP>q=9H%Y`a8euh
z^pmbIP?51my$RfiaWR2ym}-*IY%nQCUdI&6aS29AHC}oTSwo>F^l{aE_0wHm_7|Jo
zrIn5shRcg#XSp}O++1F42lLBebGhwn{p%f-Lp#;1((AkA*Yz;0Uq=7J|14k)(9!Rd
znOHY5LW)X?AlX>NZ4g0K86opZndEcpRlPzCQ(?^(qUH+b4;PYoElncG*d~mkJ&j~V
zB}(=gy~3*8^7gu{U^|%y^CTJLxjpS+WEMm3;u(+b6;>ttw4U~|$`X>-aonuJmeUPT
zdU8{UV!xzU*zOJUJ-x!}2n_2%K$x)QrJ6+BN4@0(b=<VVA|;C1n;#VwsnF;ejmdp?
z3Z7jzdHN%kjCe%8aF9DGubmS+MuysVUR+lCtWNI`n%<NfE90R~+*KeHH0&N*L2pqN
z%=*l?snqAO6Z+h~w3vFIRWKx((Rd$Qq5>>);8Mn!{*4E?e7iC|e;&#d|MC!wdVnoS
zS^FDi&y?&@erAuxGboiC{j{4ErgPBEiq5CU<0zb~;l*+US4GDPES;Yi_qPCn3d!v+
z{!|{e@&kGoVHrH>!QSo?{Gi8STo1y}=iD!&oiP-gtCOAW_~8I=#YEw_R|~uW9*j|G
z;>u($Zwfu#;#oJ>{xa=8MfQt@e^#80YNZy&BJ_j~{Z+nad6aEIr%8lox#v@SeNr_^
zg+t5&+7u`q7#j~64z>!z>W45dgon2>gp5eV#rB2w2ecEYBimpL%IQ!T7sdm`gAK(N
zp|jM%ZA@pm(`mS(iV)6ZM*eyA6Z9q(ymsx{HJ3uLiM`Yvse_|@c_`}&TMM|lVPA#}
zWd1V|9&XnL52H~$*cHanHAw|=tm<y7*+kp|xe=iamNa<AmW1NWYJ*sJ0wdRvt9+H%
z7&7yS-#qpaD_#?~OP!#()a@<yR$B8tzZtZexN=%f4Iyi?tDRS5r7iy`haIHW;Z^^*
zo>~Q~JdSFq%w)jp>`}#tZ<*9#6o`QTV99hbF9sVFnb5l>nAf#clwBuXls;hA%5WK?
zXe_qgI!x$$c9}B#1;XI&q)Hh-btpUPs)<t2i0_sY#N)~2Ey>O0*A0v4O3VWCA59@o
zhG<OujD-iTWWf7bKtUlN<ZwhCN%b0RF`+kXq|qqW7mzmSx<456g@cm;!J$u&*@qTE
z;<BWmZv5n;>@|s1P&;-RlxV5pmOb9Ez|Awh-9tbrAa4(YKp?Kl%?<rhgP3Fmg!Cf}
z5<v#9=Pu5aq9WVpYi#!kj%i4OK50@gT0y1Qu~L9wyer*xxmNakN5}?mxDCVS5-{us
z!vKL!7;HCK1`pIMU`qf6tY3SaS{c7?G07&}Et#;*v;-*_TbsuO(i7XiDZ^uG7Pe&z
zLkkMCMS(^vC@|A1oB?yI&RXro{b4fJ($LOz4@)BFvipJ{1=TyDu<brcg{o!xY`4W0
zf)=7ZgmQjb2sZm*dRb6=@-dHED0bs?w^}&%yb~Q@!R=Z?JnGrPUC4UhvyEX*DiVC)
zRuDd-RqHetvb(|G=hB|X?r+K7Z%o_$nO(02naB9-jSUlO4h*wH_LH+d+wFU<7MZIs
zzHvEmBe@4o($UUOhL1!4A$<Q>uX$P3w|w*YBwNX;uTT^}|1HbRTXtppZhybIhkyNC
zcf0u>r<9W2?V8PP``_K>O5w&m?XH%``JlVnr!rqW<jW=HZ_iI-C#TTRu#CyLU(-{)
z>dz(-qS8|gJleCL!Rh)-+-pU!3VUrcspB`-u3WplaZPdUO>7e>?oX@Z{xrtBAUOSo
zvK2}<<R!6*bT9w%fB2ix0G`TFmqU7<jGU8Yp4+I5y8#!!emAv)Id7-B7ZJT}=TgF0
z^(5qLM7vD);tr~C3ErrEx&t)uc#2V697jaPL7U~*BV?~BzrIYz7yMPH9!K;&m3q?A
z*-mllN%SCak0a|ze8E@zpM2EQzaOwiq2bp|O<I|6FE)Nf;~`=arWwSy+WvAi@M;U3
zT2<zkP@4)5)d9*yo`YxOa!$aDeGySTw8h`Yt9*$BC(J~6;NsANZ`OwL-c(ij=>L~;
zq<kiiFKX!|0f%n^oY)O2DmQsU;}BvD=kvO7$X4kX_|$D0&+fux3;wV&_#d5|&{>8;
z6)xHIo9>JOtEME?U08bgh`^JRet`IS<0$E=$MlSPg9^D*C-49lasKezqy}f_0GDvC
z=SolO!DJUsp;R5&K3ueIAsXR`E<lAhG}^Rb)*M%zaQanVufPE<)tl_H?8m!gw2hO7
zgxfF9f6_|U-Sj)7P^6+XAI_M>TL_|uROcelVwVn=@US7;6hPk|MO~cj;D(=i6HRsl
z;hIX9wJNtx<yN6mxQM-lb2`eDRs*jIa~F%FFdBb~YY1al@n#VXj)>KGeiH@N(~Re<
z(ixik<rPYZmm!9tULYbe((QEQQ&Xuecwt$wBJ&q+MYD8qBq1`LM|Ic41Iwc02Z)*Q
z|Fict-)$sWz8F>d&MMY-Raf_P&t$24T2c=I5+DhZnyNA>ijvr^uNEoQ%;|YYlK>I~
zMj*h#ha~o!@$t$_Z|t3yUfJio?c2Q7J9GSYKK={5@jqh!?v1#Sk(rS|f}|)`HP~H3
zX5@_<5jVc?Cx{c3KWCgi4q)a?-a$zT01h6h;6}HNP#Tl~OJMfwq~z*URbj`G1E*Ra
zUJ#<SYW~0P{mXuHJ}P8h36@!854w?~185yY-$5D@Jby<v@f4RCQ6NFz;h@kZjwe(k
zFiKdKEZ!lxi@IUIa~&dN@_g!}VffcVDS;*DJajU32WBrqJRzPmD<kZ6yRd4m6RWWZ
zNk6xy598%(xYvWyW1qY_%pahi`}5cmRtgJ{@hlZoENKdXRrtZIc1jar&I>SV$ay7t
ze1KI03b$<&WC}VG0l6&TsS?#v3-wLuqYSm90t?XUP)dTZl9x3%O8gF<J7HYgp^+`@
zNDLi{j70);$x4e7xs{+anS=fl`19gLL}%=KdMMQNkcUrhxB<Y}YNNGa!q&qMyjB<w
znU`sJN4z9iSG_l|C4bejY;@0+<Xd91$n$zm_@}ZrU3$8;ap$4z<X15ku|K!F!qWO!
zbP(q6Bc@BSDSOOUvGf;D)N&qu|JwO|qrDfx;vFUn2GOSm@IkO&tq0MUPt2ExVQ&xT
zcq#iM^I<0(M9C2*gdK<4MD*qAKCB@M&EcM4xJt`_osc4(+$ug2w>ywDP@ppnxWXou
zequ!`ZnWE?LV*zrR|yHfYDKfZde{vLYT?%?R~5=&kK)L~zXjGT(hY^DEb^m3{m+Xn
z)(^cO>T!k+HRIt!jq9UC#dPw|6Unfb$8td)2sFTFNq~D{M}I<O_1NlL#HV7+DD!7Y
z2)&MG6%Kwbd8rURt(mWq`7x+?(bfn)PkyKO>~F?NLMk6=Vd;EdBysLoS_5AuKR)Gy
zNLG7HFd7YzYR_FAuvdRKKR9-o=d<x3^*P_~)v{`2hH@6bk1buM`~~vnK}Y$EbiC)I
zJlzMPKcUVH`FX~+g+p5(;3k<N<8MfMOXxo_h|^0-RAqU}9%@qG4+?i4Ke+Sa>Bgfw
zkBw(#$v*u(SqcczFR3M+1|47CW-gqkr}NgB5>QhCNth_FWHMOHL-xopAk&ApLjmcO
zSWj}_^C$qj!TbqmDq*s`=P#tzD}&KIWRD1`#cbiuqsK3Ho;=vzeHhsn8U)ja)1iQL
zN4m7^E=<EtQ%;lu(kWN^&`%!hx8Bg=4n8aXJCAA2{6bTp0H+cr%}tIbtxbdR3G(!L
zR6DmarRs<2s7X@f)ZWp1{1>z1;Vu;xJbjiPoe`rUK#+scsN)QTLKmGrPY!Xa2r0^{
zhDp*7(!5W2<JiR^bLZ~krw_ND?q~p<KCz?R+1h%tv-QVh?&<p}QQ!hjo;>JOdD3ec
zybv=SQ``fvLy|R)hG_E3^!+VUKqhR;{R#T_JPEbTpFpM(Cdf(~91xRaY}DURU_6|g
zc|EFyKgMs_efE>+FEJwfF?Nl!&PVAl$@7KUi?<#=d9bm&_2T}<&L6fOJa85>O?>+l
zAg<4`)=lZx54m4AHy%9L+1=Ru!`rX<v;;Q=bdO$%ZLw+4?3Go{Utg&n-TlWWTRSf{
zA3xgJefn&3_pv!V|BS!mK)tnn@6n6R7teOK0Ch*s*6AXrDQ}wstP6AnQ+m{2cF)UP
zR*bfLTaUJ$Zf{Qea}+V(>NkBck`C3qYkV>~%g*jyC-^k+<R~E1$GC~aN-Alpl=vIc
zBq3iGJpk;xQ@Zxq13(H>?2w&}yVK)WntZ37!pAR};aP=e_i0v+Y5ECKKqifrcwtHt
z<CFeVfAVXJlY~4Obmt#+LYp$D4{wJ8(w9lii;L>k#DxlssevTq%w*2%N8Q(@Jaq$m
z^7z3&{$YE13^(0z`VS|3r+)bO(Z-#-8{1PR$?12cl*kLU2ln!)zv(VLiaO43(c1NW
zr(1YaIDk`XXk$BJPcl(YQ7JwPb#{+>I*XDZ?ruNadi-oxrzsZaqpk0Wbpq+))9vTm
zkM8M@&b#$UrfBAIU7?~vHf}%I()c~*%G}$yvnv<(uQ_GwA0YpH@o;PR{^L74FSZ}O
z*mwd(n$3;f?dOu!rHeOZ>uI{a+n;mLpt7~7@OCwIyG&Oxd;AKMPwQ0ezTjO(WB3)1
zn1|0E>~6n!vhj4|;R_zgn-4a2cD7_#rAwQpymboLV<5Az>|W2za#lW^oB8~#RORIB
zaY9p8t?+lZ|6%KnuH#2~h2PwIvbzmN{mEB-iqWQkES^`ou&N=~&Z(u?94uH%zD;iU
zM*s=#w}n^mr+(!W163OsC`Be}7GT8bpv24CEX%adf_#^cQlBegtCdxmpSBsvh;jHw
zV}qX!lq8yrM>bK(&Su&0X9Jy!LXu}GcD*O%CF?PLKf4t8Wn$?l?A5wK!p@IsA74kl
zytmmk)__~e?=%c3Wg4HA=1P4oQX~6WwVJLeFSF-;l4vr=Phw4Z?|k;6qHp*K$;xzz
zN%qHCe$OHQc66vr+OyoUpJd&H@cD$<F%ldl>n~C}kMd^%&mR`<_`Wj>Gjj5ILf%29
z+l@u0clmgdTSBrOCy9G{giTWSr}6%?)I!p4!fzOym6^ZzD)Py_9R`>lTn&NF#=}X@
z_GF7r68H4rnxyVe>wS7~{ZaMjQBI$_fk(;uRdT->B-~pAcYMQn-?&(w9$L@H$PxqT
zF?@{6@aIOZ;IVtiP*DvqZ{v-sbMaS`WI1c~JC}!7BVOXTF^;Q!vXRsGvqpi`+O|*L
zEgKZA$NVMMHul?gmpndC`M-un@ATm$kGjc*oFwk)nv$gMPxAeX<avpG+*nPGFDO@b
z$OX=HHL(cvP9INl#wQzclDM@CiG-G~;}l|!ZpqqA-`x}tf_+#xT`k{4ZBhaQax7jO
zbZ|VkAmfY4EJfT>Fw+&qqS8Bk6#M2ecduOcrlggQ-7p!qb{apQdIhE@om3zE6cavA
zo^<wG{hHO#_}X;&A-+ymC5t}q^zqaeg=A|_y#mu!DcJ=-$@i3e6d_q^L9cE#Hoh=@
zbVmU^Md+IDbb+$y^iCg7^0Jg{$Xme;ma+Q#%n@!yf4WE^t8OJvY9lg8&Ckutll&Sz
zPVv9L-Ut^LOUn!8%0gvzp^QK^wbF99Tw1EHRoB8`b+HkKtJO-Q5jIvzi;K%kD{DbH
ztgO~omx6k&QeDuP*GplrRt*-*wdHc9UaHmBN<kHfs`bUnQdnCK*TU6WwX#w|{-u@D
z>Pop$3CoqnLJ+R3EY_FGf@dLEuC0WCsntu>(sE;=gvis&rC@Op(O!a;u(G^dtt~Vb
zstc9Uay1B6!}3b0u~b9dN@2MqGj@HsgshcPb#0-tP%2fI%e6`c4OppEOF_7X-<5@W
zP+40nmrJF^puAKG7S<Z83oEq>YPMFEpj+$JaAkRUd9krrTd4-6dNnMst=5CpQlo_W
zEiBj8>Wgdj`f6A&S4x%ITD4wpl$OiOwP3Zjuoy0_O1tnqT&gq{tChu45QL?r#l`9>
z>aiA7YL(S$eW|n(R+mA!rG?eTLS<>OUaKvvtSqlI!dkdo7W$l*VNkRK7S@7l(4Lnt
zIrG^=$+|C?ICUbm`StTh!G3tlid!`6Jy&s3Zut_6Y}SgNbIUKydYe>q!N7g@tzRmZ
z7G^z;y;7i<KDT@oJ!aN>fB;9GJ`!&4+*vfQg$BYD-STw+JYeh|9QIm!%>hb1!6<mM
z9>S*~gz&Ag(d}lvhX_HT!cg4u$4AYh#_l1e5JlMP-|{C4FgNS%Lhm}P7hbmp&0GGx
z`<wo^-});E`?lo!|N5`9o}c{V&*fry)aRvQY4qojxhuuRQMp$~SFN;w>{&HmMZ>bn
z#?V<saGtXN+u!=%_-j0h?sxaYgJ2KCBOg_1JPyJ=1ctw*=|<#545(Re=djZ~=(o^8
z>MvI?y;<*0*st|k90KhY^+sf5a>THDgoI+2L2A0!3-*r@S&uLQiw-Gw0>SkX2#*k7
zk1(7}h&{p-(fS0U>=D9a1lptQMf&F?<Lwc?6A8ITh_a*ZnYy27@I8a|cRZfoN(??K
z!}s4pAU=h7Y&1RsJCT5Vs=T8_<)fTD@JygX3JvJk;${E0VxLBF_}szy2=@ub=Oc7E
zL-fshvtIZHk<tn(mLnem`n<xb@OfM{37tnTV)iIu^HOP6$h^#NcDTG4kO`F+OO-Hr
zu|yRjFP<df@hH`V#-kVJc2S%>YOro9ofP^lDCi&h%`m7l7@w19tRt8$C6GNWg*ME;
z@ww0snk^KJS{xrekOX^r?~D$EvtFYe?4gwi4~UIdM^B|9?S0cfVr)N!rx6U>I1BFf
zh9M<9<nWyGt}8%R$|~YhM%j}G0gM%XH)!``rR#)QPlr7v==*&c%=K0e=M02;qhxgw
zRskxJO0m%V@4j8aDTxj`%X65467$R|v(QG^$RQtnG*uD$6X$9IDHQxih@JYX@1xy1
zcp)zlt%gtiaU&wfO@dF=LB~7f!}<b_WU4ASxg$2B%1}EvD0KPMgDTqr%;<Bdi7^r{
zg<0g2T&cKZs{MWF2kqCvVV~lUB8;#K<br*<7uE)d*9*IqCgPGJ+Hc3->r$}SL9^E#
z?lt|LK^=xIy7f0&6q=Qyu)c0$!P)Op7+((M8g>RZnG~SW{qE}!fgb1l`<Q<|)|vwl
z3<(Xyk@XS$@%wJCURjz09{+XdHv@{s+ojN~wU@daI+W{@DF$sX6e`nvzd_Sl(>Fmb
zD~8iZdKm(sClKhF5646^9Fh&m5Y%zlM&wJ5fK2g<H36%`R(rtp*+OjJKCTcNk{3~&
zF>&y<V*AcfMN+9zyvmI4pn3Ke9j!70KnJVL{HkMBW_*`Wl^LI@b(x>uWPPGIl^MA>
zOl8J56{RxcqX|-(@m*q6nhwPsuOI=m_35u48&`YHnjTiko=tXY@vaUyq&hdT(qP1Q
z`V>GHmw2o=7-5TZ2$UNh^ur(M9T#<sIG*s)j82baJE#nnf+(7dY7y2Po()uMn(({;
zB{l^2DkMM!9SN4|RHns(2C9V?>9{v)9KQdUW@2IM%>cXv?2uTWBq*$2DE~O@V%t?{
zqK4(jsIrVDI)bneWQ5v5vxM`1L#nTZR@B(2RcQ>y&AdD7N^vQ3>Df&CGgtkVc4Te_
zB^@p)9`_y@54LKEdwp;aVzuF*=){#+!QN0z4pZFIk)Bx*aj#9(!g`GSeBka-rUF{v
zBeHh8^-4v3Mz8u9LxqE0YhOY|r^*A-s6ZNLhLBW;ihG0!KGV#dpb?t*(vBw1`BX!+
zmxA#sLbN!rcb_s2I|$p2(w6Lc`8QAs6C%4uY)8bVE_xGI!P(mgLrxnYPC5O-YcP_U
zhkn1+sfC!OyfbJT_FMZcM7yUm15`VRO@+Yd{HnvI5?p-lFvTc2d%L#ENadAQB^H<H
z(1MW+ZWV?HxPiL#*eH*B2bYcbu>xy}apvjHJZg#<uaPFJ850;MYsFPPC}<Q!XPKCO
zj_HgYZ1uG!#e>I^j9}3U9)ZOrbUPgwI^9lz=0g7vEW3TPXq(pR@-Wo5Im&&{3^lrB
zfy;@G!oj8nmW@wG3q+Myq2#*_I$rd{IUiBBaXwVN1w4HOHTMI5ANo5u3exd}rb)yX
z!DXY>rejjO)gOGVvZZOPefOzFAnCMErP@=KMhdU<yNOjyrP_m8!)gC~8WlO_Q&rJ;
zMmgp~o+vu5LSQX@R27U!MPWW~(bQM3L$gh~#?_AY_oh&0IeIhw|6t?My=NQuw!lye
z_V$CmU+;FV57ePB=p54N5+_uSPLETcJ^$@v;GK{!E3wUK^U0I=_>Ag}4rcZ_7M423
z#xo49P8inv{sE4@#I^Kkgaqw2_qrY8UI#8W<3z6|62M%gCuXd8a+;%CLqR!gG6<fu
zhw4D>BYruK$vhx&7Djw-h(R&D5M&<rRXTq{VFN4E9@D@@d3M{S$iDRt;;)NHKxekX
z&agGWK&HnZ$X`#b8LH#9+)~3gn2FtbSm+PxtuErV>l=yCHsfAIBc&O?fXNt)cn2y4
zbEZ=uMzHquq*CcTT`$D0X>-<0Q$REpM;vgd5=`}=N+Jz&Nz86}%$JNRLtWNSjtop}
zeH=1PcRQy!2}*$XuO}$&i+aOWh>1K*<`{V>HMQ%E*y9bBsI%;SeiW^ZXN1$Fv?&y7
z0w+P>h?bKMHD&XCnr%-Sk)K5S&+q^fE5}nLv1K+ng1Fj5&vpHqV3BiBz7*ZdTyuNW
zqF)fZsZ*quWr#I`TG9DR0cEcGCrl7#2c04{#EN7xQn(M<;9QSBW{+5xBPI3IY`m@Y
zo{IuWPOUncI*$V<JTOQ{_7q8@m2S^CQM8KQDbgjO^OuW0v*LhM6usD8syeT0-5^ov
znaS`PdCmYNGnjZ9Y$h;+cz9nxn@7MuB~e2GH*;d~FBDdTRngX(u}lKUYWs>tOh2DR
zH~YduaitK}7euMbM8_uM{YzF!pKGonPV38D*2>aqO{$@z#893K_|H_&L}I5T{Y}*)
z6%?0rm40TG_t#0*VF7w05ICTfOO1wUWh^u|m2w&7NI(4CW{;w!6>vjKg;Kq-tcfA@
zk7_&%erl^An>;m$T=1EY2^pWyiJiJ2ysTB7bUE^~^|19a^q;iad%bYq|K?y=1yg7p
zYy)~Pf`jngod2}D4+g?!GdyS?1}_8un;sI@d))%AQN>oL(fv+i`{-ft#=qSq-axh2
zeHlt2iQff>TFtZ0%T}lUgu)b%1adyn=mZA!N`uY}(=ue35K-gb=CDc?pC5^`2tW(z
zFO{~Kk4Wa*xVrTATOF`r`ojZKuhMY;hw~$I!ZZ)~7G0aWuls&&*z1EqwhzJ2K7>Pa
z9@Kfl5KI^_THpa`j~4Yd0C3Yj7!Du|YIa}q&AaC}TXlK@$Hh}v=6qa-{TfN7^#>m`
zYKKJ<CB4M0x#K^3wEYhZ^*v~a@{790A3f{ihQHlGgBk(6B}jv1Ovw8Lzvl$E#8&!X
z^FFv3TMr)JEAGpby{e??QNrhF-8>kJ?O{Ef4|_d!6Q@i4!v1!@k0vaZi%tFUSN2Cd
zqa~g83)UWhC2Cf^rG1yR_+F6l)rHv_`U5eXG2U6|9nCm1TR+=jo?CGfe9tZ@P6I&W
z`nls1;Od6RQimBQ<Su06(j8*~tTiaB#iyMvtve5Kvo2ebe(9nNk3meSWIfIFl@IUE
zQN7gvV&QwtVyVwDe`BU2m$3_6<WTD8kS@y5sst&0=Cjz!$GWUEP@*k_;0^R8T1SRG
zAf`w<CfRyY=xN8`Ki;$7MMY4zsCv3G<|jHnn50vBkd2vFp_*2ukR?in_LsB@nUAtY
z$=75}rJ3iEOMesU|JpS-zSoQPT__Z^_9V;oQJ~0zMbchGZj1+i*y`-={$sMXr}ZvW
zd7o&hw}Ona1@x*=I&-1VKyc(_DLIYc-Hp(6T~vzH^}?_d^8%9v{}-7qMEWAWs>aU+
zBR_gu#*6xh1?=4rS6X)-$C#`dq;}XWz_*<)m3_ziYy7^1<zMQh+Hc;Xoz)~UMEng&
zvbN{nSx>AAmgC&SQFr8!e%n1g#eV`6nA+$~ZS+pjMlZf587`Boj^2MunB4jN2i;xh
zj4BI0m16#lZMc?Ap8>!F=>j5u(t3(P60D1~DHTJFV%x;cs7$#>=i(^Vt3f0WN8#;c
zpgKCo#~3z>rJ1T-+~)Bv+dS%e8`DRzP?YxYZ-SE-w@x&WC&E0O^&*2igBf}ius<fF
zle`=~vHql6kwpYC1D(Y|4$RlW4zA0!ut21MG6wzG46KZP0hD2BWrJ8Z8@WL?^Ff=7
zPCjrH6la8yqKj_WWOg2tGfk<eyJUW$&&5%VW5ySt*hp@holV<XP+#EB=&w9b>OT=A
zOdWJ1@35(Zg7?MbLA|CFX*HDNejH&IOvztICdK4a%2f&+3RSQ$=!Jz4D)Bv~It5jx
z*aE2dIHXD!w7|@TVjg&oRcO%-4vB#r)da}E!6h}zFxV%11q9THzCI0A8J6BX*TGd!
z<__5PR4UA(uOBtlm09?8c7E>9!kzE{>VbOdFcNKB;x84+&{o@DEJu}&O0u7bt!>FQ
zG=X4ej7?#DUd8qzMIUH@in11=ht#~=zkvxtd~mHADaE?R4<O^Exv1o#(D!k!O&p1o
zX#b8v0%XF^ISE9H(-X(Et+?+6d+MO^!iq@(LkX|lF6d0$+Zk)rrk<1bh#<U%U8dRn
zT9j;4B>5c6CdFC#BHee%>FQBphuFhbRQPP&eadfCBo(rIP$YOPwnu^=zswDes3X`O
z7(*!qn=qH!dK1=$1JXE440FwSh!DD(KqzsgkATQEKw;Y^u_`s<O+>J7b(%)Ss0t+i
zRf4UdwV>sstI>AR1WHU@Zj@5sGesKnIF*vCXY|EPF7b(5vm~4An@KPpFx>3<ICp*~
zuV7rzYhDBK5-vboEPwJj;!%t&{i@D45@;$Ho=7fS;$4(ws|{`S#8!lL+RAa%>Op@V
z)(|`Qp85fqS4l9#bGLV)GXGE4>9X-p*NsYZA9)%O$!eAQSFQe##LR<3tP|aa2jvo2
zv>uX}7xLa-P{Sz?MlocD7q)sp2j2|`%~lOqI(3$l|I_s%*};3JBvN7qeAkDrGv-UH
z-(-1bDkGgby#BBXtE?flU;w*lR<z~{k_ir-Rr>zU)`P9hUH{(GjVJfFH*pGnbZ47l
zA$vE_=9^SFOi8o`IIN|~Ca^E|WhfbTlKNCMAc-dt(#uIm5j4L|A+|_=atX0zT1LNS
zg37~qQLbb@yYd7}q$`y*zvrZ(lJXN1*UEUv&&!S2#A5`oZxOY0M&|F7mpJ7mo+2-C
z<N-uDiWmR$u{etAzL?EdJQi1R;!Qt;)p&$6K*j<4$R~pgd`CJjWZ*i+DIx>ok<S(x
z`0}1OrcBh+W1^la!}6`O5|u7aH2hBb5}wKLl3TBnyCGNQoOf`+HIlcHamX+SLpkTX
zy-V=Lpnuqb^3{3#4@z{Rh?+<qchUXg20TYVH~{t8he3~=v%uAjIK2Ei_Tig-2I$w<
zVWit?vsSbw!v{8Cf;1n{yEpT`sFP9v46Q8S;g+xO`5vnTa#jzY^(EfJHmPB+0>c%B
z`YJx_=3Yg9twBg>CY6Z7e^(<6c>mfVP3cqP(X@F@PnA#qdt+>dd06BQjS?%}XUy&3
zZ^vd%s9*p6(_zQoehdS63L;JZHE{PtC&LX-r#tM!MFHtRzYgHKfgBI0>oD%#@X@5T
zXy5xEV>eNlp1o?(O*nu;^&YwIXu~T{8>ZA+7n*(Yc<}QBUs(M)GO>P*i**y_`0E=~
zv>&W1UyHCzfLIPU?tunZ*V@-DSV#kBXMig_Dp(K6sYDM2z6#nyzRuH?*Iy6Ti`w^M
zP<u)C^rmj?k_gvq=!V0Mm8Z&GXXyZVhfIdKj7GCkxCgub8X5(1>=!-n85v0H+H>8>
zeS~&vG~{o(xzt*?d+@0ITb}nj|NAC%(}}u-fCwA_Cs9UmIR?XC2T6+Fa~@cAC{ZBl
zEl`<V7J+o(n_9>`RDwVuq{I&Dpceb^FyV(#&c`!ECFEe~HKQ?Eyc^f43fFJ?r~tIx
z>)?r?zf~$k#I@%2n}5$JO%`%&(CH5RDj@edP@k-W49YR!#*=OKiPk3^;7asc#ES*7
zt7LIa4TM5I@mz!^k*A~K0Ok$w$Hd+G65R}D$ZIqQpu~kafH^uCCfx2DeIU6`t>-aw
z{iZN2-iOM#8a1^;J)>lWw0zmhmqqy&n}YdXj6%LFydSWsK-li?Mf&%%)ew_u9vr0*
z_P|+)r4|<%I)ajPS;%I-LhA;-ZkrV2_1q{j0d$_Pv%VKat`s3xPiK!ElB}V5H>;dU
z(GM49KA-sw7VDMdhabuNd1(g;^puJ?8xbM>A`GFTKQkV#z=u+kxbg(8?2<^c{XN;+
zIE#Tk-yiG~px&YYc-{>tC7qcH=?GR=%mk1c#(#fAgE(IC=<VFh_tDEw`$<OE)fyHt
zK5gjsrV>6d5VUxj@q9+eBlStH+VSdTu3B-hxBn*9Jzsb%r|shwDm}?uTP!eAgu-jy
z)CD2?JFQRIU!{_#QkbRK8|&88(3DzDf6pET$lST6j_A5_>6F<BX1cZ<y9+UU`OjKg
zuF_QlH<?guQ;%E7smy<=<f#;vwb-Obt5j?Hd-f=Bfi8EtTK4m0x%8QR@Ql=5>J!`G
zQgu5s=a%W(66+i3y_wOcrmVHa9-%S3)0Z<v0qJIseJ9$tB&w!uaXvFM8^Pc#BRS7X
zbEG~OsFqokIy0+HRs|<b7bgR6^=kAXcYFhJg+e$HewlrTQejvPV4(?J-9a|^#rw}j
zeoqqPFQc(jWuB=r&nYVNB*d!1T$%lChvWA7@ju=nW<3bP$V<Luh6ONq%PPVw<PCz>
zLGhJ8FV1>w@IqdXA$Qsfp@`b`hX-}Y!~EjBEy;kNX^7=w!PL0uV@M9kN&qrKJJQ+_
zgoqIOYZ+2bF`~(Ue9(^_FG!>e6NwU$VPat-^4Q`;ypr9~q%uWhVX30dKA~t4x!8gS
zf;LT4C1%SOFLI9DB1VSJD`sTiQKCiw5Q!#}H!{}zGDi(QUhYU^8J?_Eq)U5FDhp8k
zNk_fZ-;D)mpkq|p`C_^evmW_ymf(~I%vOHzU0M>e;31f}nkJj?RJ{N!X1yInkuz+H
zh_QA!>#^{bRsXD|1+{<!d&*8hK@&^Qci+OE49>ipCZ=Ol4VQ^&Tq%M|w1R9(*0Jgh
zS~p^rkIfQillxMFZBnF3F?1vE{xEz)>;STcrb0|grC3R%z{)O>Qck6CBp(aUDiyX8
z%eIQbbkGxB*eaY6YO6hyvXp|sBA&ow3M0qz+pu1QJ^%^jwevh~i!K`w8ubd*2&+F;
z(oQv%vJ(*+Gz|$4lj%fLJ3Bk#M9}PjfrBgX8=T2Yz&FUt70Q^jobqPJP!k98Fr-y^
z$;EwU47K>^A|)6#Z`sei%3s&s{3DO^AW_V^jA+&+MG6?4M&W3X2#dBkC^PM~YJhLT
zZ)4DT`G|E{=lo}#YWGc8-yLGAXouj?;}Ea9-+hY?u}rSg=&cYTs-DW$qYi({94Shh
zQfKG|s4P_R)F0-zQ<cD|3aGql<{L-(3JqJH(j)9ZDYO~=Q6ww8l*>9Y5+^4A5xF&G
zWG4h-wpuDyM&*NqNTFiGQ^b_T9~W4rd8(#+p&tbs(8nPHOZRK4Q)!czbuG&ie={C!
zfZgmX3K=i^C@gjpcM_0D=WZ$2+5HL4cYlaq0Q118yPq49uYE*L@^TF29;mLUHfS1J
zF%H7W&XOc47QKx@A?J_AHV-6aNoW}m=IEUy<*j<zq&L+74<wuNO1%w^KL`5?DDKDl
zG1fL(v5XNZVO7U71^zBur|NOM=J`e}lV~V$tKV%CHNX5AeP=gL^C*P-6k~QvqTyqh
z1d;nptVC-xa)>!+J4<FhEot0bQvQ&+%#Shr;KX>jxCkf2OSPp&qPCGJ{lfrCaV-@m
z3wJR3K+32yAL<-g-}$=uSQ;qp%kV|~X|IQ9V1sTa(zDe$-+y`t?Lvf~#79A<e_2I|
zRABjm{35$lV6Q+gO9LQZ$#H;_vJvFA|1yN_J2vu{4JZlDziz#3B??`f2tl@@Y+)ii
zsDw~3MQ^U)%7)J&!(cn!>juzf#btVPV~3Szc}qv2T<S*X*+MU}BgYD@wD{id{f!3H
zW7UZbfzkpF&i2n(RUZxq&x78t{~5ZgP#QkKnq0%}-w$3v9h%ls6~T<+V|uu;QA|u|
z=JHjZ0&YSL6%i0Q69wSpI727~mZt$bz<>p*Qqyf8dWcHIhO4Y5OF_mD?TV5jEubYZ
zkkO<KxDaTWhKO%f_c+{XojfDcO_J75Xr)qkp=-Mc{u2)R*NR@z^EcZ4?i@fYjHn-5
z+xpkQjv#NGy2aOUIX(!q!ww*#W9*>o`9U4Jq&2u!W}90@<5zI;9CQ%Rh_Cni!6E6V
zLemrt0d>KB#<CAn;TEVwDyC#I4|gCGV-q^g{nx<(0Q*p0CSBy9*9#80vX2m6P+^2s
zuCBpKah2*%&PSl$j52j?`znM~m0V71SDPlJ9s(_e?FL#Oqa;WWl7HzC6=bbnV&no_
zSm0Vgfp$Pa$PhmdB|=jgy0m-%)E=ol&>!Q$Xjh9G?1ekQAdtBuV^`iM_%%wdvpUn&
zJ6q3VE~nwe9x+rqd-J>aB~=Rb_q8PR2_?RW75T!b0hu*T`LPj`w{;r{Ji{y84}+Is
z18vuNzLNCK?mkrMcNJ7r_@~i#1n~=d(HAQxe^Cgc@212iR-&#W{cZ?-=qTNkv`sqs
z<<;nmAwVKrB}L)Du#Et}l*&F0Uazc{UeIgwRkzrzKQ4o5^YLOm#I;#x`PEj3RtO9i
zT))%^A=m00fr}iKn^7Tq-Ul>hiW|I8NjH9Br<t39bY1M@W|t`{6_(%0bu*=6C+e?K
zs+0TooKz!sj<*CT-DBz2d{Ka59j=uKnuh3|12C7uc3rycM9C(F$LzAvP^62{M>X3}
z>k1vHX}8K2FI}b2uz7eDX2S?E-&qCdFoWuO_}{3%$%pqSY<a#3r9Y`r?7n%mwDya&
z{rx<-|I%TEdTBbGeosmrq)s2I9(_9K-x(ehYx4Q5{YrH&a&_N*?J!IEFSh%otCiiq
z(x8tDckXQ6es=H0#_r>X+nYOS9MhDuMS-bEekzhbMUi~!@~@dOa+bc@QLZ%-qOir{
zLWZl}7;ndW?h@WFKwh-!J;;zS78VPe?Esf&fp7{MJ*THxi?!oDbV(V7GZS%z+#ZAJ
z8bIm<PvC@8U)6=1?sF7v^3F*gLjT5_)yj*?(oOF+$KSOX@8F&*fnrQ{hg9`P7k|j=
zAg3xW&WSV&a=T*LdV@&JyeUZ+ySRM<>)%^0p`*0W&3i&6_X<x#sy#daPQ)=%oF~uQ
zF`5%c<PdqD?cEh(yOZD)9hX&fGQ6TZ%pxEBl9ON;O~x-$w`JVJCubOOg-@JibizEN
zB-6-qyJ$A79+no%L^Qv`x7bw-3zmHmBZtxpE{>0ZuvtB$aSP+eWKD8>tPjHKNhTQ{
zkNF_X9g`qjozazvcs!%wGC4k@v&H#8T5MkL)_6(RE=X;c*`9I-%{(8*Y_AmlNbZjY
z*Z!Yb9Oq#NVQDzN-O-}($RCL%GR1d?2-;=^F?KUd<iUn8oTMC}ny&=Nq^Qn!vO!XS
z6jjVaszZ{^a%`4iuPSl!va3RKTrx2&++PhlgG#Z4`y}LEE3Vz-T)3a>AXn(h)YV<*
zv^*&L|B<t$y$5q%{+9Lt9KS#U=-=?)=4R5rF1yy%MRGt}9z(jG2M2|&xZ_P+h_Ih2
zC+@T<_FIE)@6d0;#*1r1`VP^y4-E@WePFaQXdFzmhjRX%VYS}s3EudsBAgkyzr`+q
zl4ve0CP7$Axn+EU!mzf8dHR7I`tbF0;dvpjXbE1i3+1q6TuVgUF3RRvy8EU^2Gu7t
zAWM}(^^g`(3RtOh{m;*w6L#AOka3=Oe!nR?VdQeB1dWwen^aZi5UH|O{Ch9<8I4#d
zFZj26BmjJTeP`H)n-%gjLVngo%<ymb!(J7#BL8^+Un8xq|FjjtAB+D@^HpzsuQMz{
zwe-6=577#mD9gXs9`@nS<7M|1l-5*QanGbh$4q3|+Hb+P3&Nwe_aP7RzX|F6ptWA>
zLZJ+y_lkRm68!XUQ+52N+U>8ygF76iLo^ZEeuJbh-=_z145T}O90O@NB{>Gtet+Jg
zW1zpIxe$-Cpar1wjzJ*R=HK!JSw}bvI${kLpWfZ{mnuuEg&M?XZIZb8w|Uq?k_9ig
z7_@!%Wpf*Yc!vkEW=+5MKfASjMPZE`;0Owqe$_*T&#xjXEY_MjE*d2D>-MM=4?@;;
zMXPn69l`{VD`M>F_!Wb0x7{zc!a;+E;e2zj-=6O^YE*S!+VI^?s;Z~>=nBa--l(F=
z7ggh~-Q+5@gFheo>(STs{>WU#2Y|nJ6W(!l;IM`yhNgN=<&~(Yd!6g3{rTz<zz5_~
z<vZi%S9wY@!dK9ZCS4ZM@DXi81mPMans5~ai5C6Z)TY+pjN8NwM@75UgfNm+$UCp^
zLV|Ri8-G1&_jToMsbBOr>dGUs5~-43o{5@SFg;FPY2Ffz_DrL(1i^TP8s?L$A(f8N
zK+<M??*_dF%|3*`gV!X8<po5KAd>Ww$7S;VOqWj+vDX%u%DQZ6%<K7gt|Z@L6Efe6
zk);a5G8L`YDcnmTH&qZkU%E%E&iGgEuRJo7xU+erNyyWFmq!0hMr$(t8%f5~u5hwE
z>8zM|ZloYDiDA-rDbbSM@rfy0cIQ>ixr6)#(P;&LfInySjVK{S($g!6ig*1<m6Aq=
zaYM-~bX6tMyMVh;y^A!d&qX@+i6A#sk#ho;`tl=9(5EbQ5a$7BH^j6yedNuCwT5su
z&^Y@>?~g;MD{VHz+6bG<w`F|!3+A6hwwgasU07?QoZTXuZuC5*Y(x<=j*dlH!4gv>
zr9$FM%<OH_nuc@FmuGpM@mPnNYZ=ig{`8YuY_z9Vwb&>xd)(se?eN6covW~TggP25
zFtca!<$4$%AUH@ig!I!-r$JLO?o^C>ielXKyf$1mIoo=7T}F+tSSoui^J~S0u-JA^
zLu_ycA+KDpu9d>qL_}7nk+rZXCSbM146DIHJz16uESye^>4Nx?tiCvsfpSc?i_h}7
zDer|XD^e^b!);+slX*+>UVP1EA+O#i%zg2k_Q4bIH=TCE6Xe(YQKtzvS#ZmTm|lgp
z-?nV5G0|e&^E7ik0Wg}q?s+cD@LYUu+h82E%EzGh{UfmGeLoMA-g8=)6Boy6RIXJ(
zSZQ6$%e4FxjWMBsiQM-$9^KngrU+h4Wdt9!vIrS=FW9dzXtrOMiYxXj?78h%EY{Jh
zvgEekp^0L@!iL*^g#owy3N;n`l~8BcHUliuicwOuxMg!rnSqCqEAm`rRcsp!kKv-B
z5=j{^k{}o+3xS9UtXbnDJ~5XuEqvu1kjR4LOK9ouyKk3@Yb=CSGFX@`8D<oHUC>`4
zVOu1GF<~%cV5w%NOn9WBsTx3*0Wk`QdV#UypR{Q(z>?Of$_5zbSnz_6*r6>ucBrtQ
z@G&loMgsj2J@^rg$74(oDCveMI)QC=^>f6w&<Sx?f-_Os1G_(2tOp|b7!sO0B{=W6
z10%zcNoY{H>3G||W22l*Vk)wle=)}5BP=hG&Am<2N#D`N6GiT7iC<wRkcENzV<s*6
zd;bDQQ2G2Rje-Jf>Ji-;QsvcPbwS`QJ{K`$XDv3wSJA{Fc{ImqF4Pz5fzB(~BS!9r
zN;*>L_732Z0sKeeX+YpCGUu%C;{?u9*=vv6;hujF;Tw9xzW+@ZZ^b?JwhkN5VxuLp
z-29M&n=1-AE=Ogd3hP)c>X9S3(4&s)q8>Tgi+a2Wcy6bT45Lyx+KYOWC^8<?SW3<M
zrM^2S1fCN~B$n~!uu5X+c@VfB{>yxv;EA9tOVC)d!jwypPZE!+e19Ju$Y8NJAPJvl
z8lSu1KJOban#2%^vsGdnZeM!77Mihb<GRAXE)qx2d%^-n5v-LU+k?fTt`Qzov=_pr
ztHF|AWsWIOMQ@kfElDgeV|u#ZeWgqu|D>s5ko*S|1ZSj>l!d|tlk29`OSBVyL)+Dy
zf1Bav{3ii?V|DiCa8k3#t9w%V%(|S(mlKis3H}L1e3I=mwexaIijQTQ#z$eaZp72y
z-J8^YqR6IF-P4b7D%FjN=%hMF{goBolETf>A_2BzMsSZyYC0$h94%}FOPc1av%>X|
znwm<z-BR9rPmJMElM#PsZv>90>`&{HjEF0bJ0bfTQp4vWNpE@h&~7Gw0xa(sUFvV*
z+z2Ftp{KQ|P!8!%jryC8kWtimtKX!LKdNI_EU<qAW>~6$LMOiWc%a}P^Cx*y3CBWW
zuq7X)xX<)~K%Yn1D}V(Xm$;pIp?*>)!D<QCb!l@f^&PxOJx+A<(?J!-3HbGnhm}NX
zp$K5!5*Ltcz{CQ^8lBn8pC#v~S#Ta&F8qV1PpmF5)%ZNR5J$&OHGeM5{7Nsh_5x^f
zUK#{@dtqI{(w?psWzk@!!VK)iLC_x@Dp0z8oJRvPB71$zpoOSfQoseyMfbw!&lC_P
zsi$c#X^NbwUZU7%)Sa1|D^6v}zsxR90#4sgmI6Zf<i3b5l259@_?uM;`EV2rQ~CK+
zetwGb^Tcj!*o89GFaKYY3C|TDM<4bwCFjc)Yi69>JjUS>wh*(X)XCDtK+BX<jpHEY
zleil;)r1^4CBZ%sHXJDfoGv5I8zti-`AE{U^>{|HQ!<((o6AS{SOG7|PsEEfSpQ0_
z$o`s15b&@63X631=WM-^!)NolMj9X1o02f9jBBuDCwZg1!Q-^`rlgDVja*h+ABm^$
zx%?_8q@r%`$v_kdW?T}+eq6+u$+EUZjH6{kE-_iZS3^xQ#CZ6U6hMmfF~$Q0oDyzA
zU<?=R(5!>J4epqco<k@^GDpx7vK8e`n7kJwr|(1l#>LPx{gL>Qx_yDgNAz4;AmI;r
zgB4fK09q@Sl@VpUY+raXj0c5iEXx{&g#q$v{)oZh#FV(ZGeS};DruAuE3?c`xk7ea
zqfzN`T@?)u)%Xm-=ScCUTPljev->+vGwz1CM3j4k)1`YvV5JicnWf(ROMRz2R2#BW
z`kWt0OKte?zQyE%TUMlzgK50*v;=%~%Ze_4YG^DL%c~k5KF@V+)Q!(ZP0xBH(IcUU
zRNH{#(nra$KLV%8ug46$WZU4@#ZTo@*ijw94t+Ibh}$GjIL7Qds&!tK&7O9D{Wqx$
zQ(yb(h<p{CLt#7#_lKq#W>jGTW`Mc`IV4A?>WeJwr1wvW^(dF`MDjR6<@HE;=f>tu
zvW{JZ`D<y}->Sb3dUb!J=>GvOP9=QRwL~(^Q(w|&%Ys!`_@e}*PW}Lk8}xwpVV@eb
zbsAsQ>9VKk5c8*dQCg-2os>rlI@Kc!I_XghI@Kc!I@Kc!I@RN4;y<WI7Idmd5p)6r
zNt5O8ZyZ8Q)!KPYdV%EM-;MzvVUPMX_M-UCW0#YVk*@AE;q8^p{@}2cM5D0xZ9%s9
zXAS~jjQ{jHPIiAaxL7sRUOQ@j5iYVsZqDDaOVyN+QEDAn<;#i45`~rT5l!GK7Y5QA
z|NF&e8;7dmVX!a5>iy!Y)_$=z?8DcPhWdEp+3x+vPj`xB08sC~?&$Q7M87JY{HdjC
z75}31SwGTr8Ll%QD#0abtrYKtGJ)*WCqqg7#DZ0H)tF-+&|ni&*8TuL$uI)6>cWrj
zPT(M<cwaeXXqD@kF8u`bNOIC-i{JLUEYmSY@ukA|@bDy-YnH3h<JRUwjldG0icz9W
z0|g;8oQa7~FVRYd8f#NVjm*F%ZnDH~V?hY#dCyt}qYY=q(!5dJR;f>hk>n+{?kLzx
zR2i<1UV^zsralz;S6zwv3SJo4(Rxf747~9=AJv?MI2qhx2qNAL6kY&vJ&enCdXMm4
z7+`NwI0f>(nU5Jp{bOqI0h|kW`ecp`=Vfu+=ZqCv4EJYt4pwXrbfs8@hpTUu6jkc;
zAy&FN`N>AEIGLo9=fsBtBQTZp`n49hf@rjAs*3z2yQB-Rx-HGC=Wfb|l!{J=sh%=I
z5c)OrpAOUH%!ooFSY&#8!;}t{SVCCvWcN_w`Q2@niHiJqUS*7bQuw~pg+K0~2bEtA
zly+v?FqIBWr30rZ9Y|cgWf!>e|0E3O`1Y8JJxEu8#H}h7)fD`Y6$&k92Q)3EqA;rX
ziwQ}D3Ok0dgo(I}SrHi%*Y{L7#>96ABLFe%;!aWRtA8py;+WfWDlFm{coPn>CZ4~P
z<RmA%BNg{iS?9!~D}wW6e6xbvt-?1MCYEu>%C1_oKbnAtuAC-5qU)oHT<H2p-1w|Q
znK_^R(L{Gl<7L);c1{yJ(v@>Wb?wlUuB^oNPX*&WDjy>rffvOc6%j(QX2y7o7!*V;
zi#frs5o3a0lS~OpOE4rTDb0+a^4*dSf>+#ZFiPkpvZNZzYa*=Lf{Jp+xzm)QnA4`8
zVh`+6a!n<1n8IZpa4#-au=60x0s?{&-<dhXcw38Q5@vTIlj8nMCRiv-CSxdMXP{>;
z$*vsM(?y+2-Bpu0Os-|(ESvgOB$K&~B{OnS7W3Vg+QI2rlcUolb5QNLNkj=IT@)FT
zuCFP0PT+F5YC03Sg;t$JH`&Zg#8>A(T~bN<$-bk;bEk^J3L`~XS7Cjz)p<D+Rxx^2
zMd>WAE3L}oC`URey3K0z=7%#um_>iFa_B;<l9T_cs;N|!g+_i_{HCaBap=I!OQnIA
zmr7HdymT`2@lwf(i>Im(lND*}K4vrd1&Y&{lxx5@ctwYsOyo?Q%qeRv>5P^6bMz%C
zx`LdNl1EC-X2%Ligh8NGAtx~Onm|Y*caa2FE7H%<R}zbZMYqpfwqt@@bF(PlCEO>?
zJ=Wq}(KqowL?wO}acf|Ywo(XTizes{XMifnVH4$xbr~jv7f_gdnqfv3F&u0b9RiWP
z86c=4mcT+-3YX;m#k?#+KTC`^{r52~3kCA$00C3IWNhPRV*D&B__9^V&+TOaZK-f!
zrFvsos^(&DDSDu60dg|3=<|74{~0J|LaDrl%I0GPmh2FbfF;w%iNJ(1*R~K+%6|x_
zu8^mb-&OUrz8AE+Erc2B?u)J7;e)UPx10n24_!EEg-1^Ro0s}&y*>zE77^dMO>Dtp
zKZHludyIfx&CYob!u|bL)BmQ;zn0u=&btjCmE>slPU~M@`ro`N*6~|}A*2PQ>-s*M
zpOMhth;_L2S3pSJ)mI>hFptK=>lF+pO(%*^84ZhHJI>Rp-tdq+9}^%6z2uj8C+DPx
z|2B2JNMcEdv;KNRG!EioEPVpeh5WChq2S3Aakbh(kDPR<lLkd8gvt+OLOq0whM6FF
zaA@_rWcml6nmP;@%g+!A5oPO-ps8{QiYSu^aai}O6qQr?b%kF|vKtJ0JxJa55rGlW
z6^tLvS#^QawssM5<Z0qx<26%go6CYufIqctVfhFb_H+&YzdMKoSqDL0HxauM?E%dw
zNG9mhZG+1!c99hFF+u|0$6W{=U&El&N-b#AJ_zzJkhJ+6z%vU6oWZh@CI?vtOM9O@
zr=s}1Jwyoi;rOAu4;dzhsKl{z;2(B}2!aX68>rns7aCDzq}YF^a`DCTKNEdIvvA|Y
zb+<J@DJtZ;-x?I76~rv!N-C%J>(-w|ruZrE`6jg($?K9|BKe;3NE+qY-rCw)SvE_u
z41%-AZ<KNK<CVl&vbVSDT~ziYOEAYvDi+fW!JKtO054i7t;T|RyU2z~+24&1b_R)7
z?j%B>J-am&drIp_BU2*wd-mo>ta?A?7a5Qj8gN`s(wmFWi@_g8+(pX}*D>slloJK;
zU-o{b0j!_t=&*=!x{uOb)=f%D_+*Tn!x+&gOw>$<#EheRRX&Es*b>C5IVPX9PClPn
zxv3gRP3W|1o~I9|N&z8!Y82!gMaRvb)mXv%KC2+7ZcA~q-OGqR()qEt;+A=L^(lf}
z*LQoZ15JY~IP>nhe0H0wU>31{Z0T~Sv(9_mgc0Yx=%xbtWoTeoCb$e_lSRhUOm0`(
zNAmEjIVIV}+jXMnDJgIck}2_-!$prK*hS)|+%mnWQ%7Xb5HsiI<w<_cbQ0RHH^Rlm
z((*#NvQSxFC^y2OR$301OH1{&>RK4AE;hn&wOVO3!p2HzadCNRWi2R&mDT#{Qc$l|
zs^Um%y%Yv()nKt)TP|1XrCM#R6jXtzT3@Uzg|+2yEnKZtD=Q`BUs@@xu9O><uv}>@
z1XHDgQ&cKQax>-d;r-tUtpX*;z`ttyaat1+49VJ7;SJJd7DnGQO~dG;`2Tb{>E!Pd
zF-9qe>o3MIbpcS?2u5mFmK+RL+lgol&3NXp(~OdE#2AA~r3h1q#nN@!4icdD5t>l#
zFeo6=0%L!{=}?(~Ml(^J4rwV{4%TqY4JqZ3Kdm6K5(`%g9hO+QS~w>)+7c@moJ-al
z^cY~t19l}m5pr<8TM$W&ZpftEVDj>Ng8X2&eIgOWlHk{m<OMYsbKUcpzZ#uEgeA(d
zyciuR;N?5x1rtRm$gTF&{cf4Uk(~3EucCsI8`BP=Wy!nfL~xC%)@ivYrNZ%Wz&@v8
zMa7nqDlx7_q0;DIh<8Gg{6h;!$*q^?D4v&Ag@+`f*9#8kOqo%}_!EhJX%H(F2R40E
z00}!yNQxJfd8PX7t`>2ADC9K!(iVS5W^@J@$IMKRtnnzLJeC#)OWoPbZ)toJBMdU0
z6(%eYnsjU^%vBBB+MTSbxVx1R!Zae&=A=wqlfow(UIUai*i~S0`N8-m#^FicFmWE-
z$|laEWfW0+VoC(kV*F}NgvaF!U&CI^2G_a^8%j+yXVT`lsxA(1#HIjuSL=DkL;82)
z>6088YvZ#-Cbi>XnJ^~I(WLN}>1%m>UVRue^hw(;E1GJagn>&t&Q@@S4PYQudir1C
z4@AQ%Yc3Hz`l3f7mnH|pP+y4zLT*TMB93feXOt|3uHKiRkRcg9Rj%LY0K7t>Y8MvD
zf@4wxUW)-mrQ}j1k+Ljl5ak`GFe2HE{D(4)jlrvPNz*Bh`g>oE2zZuz1Cv3xzQcd#
zg<<Rbc<w6lA`Y)q1i$ipS>Fe&PxScN@MSk_A};QF71H-k>t(SnGS&B=wOjrl{{27G
z*F-LPz3Dh_4%;n_QtKk<`b(bJFEMD(NfnQTZIxHzUDCRXyqA!vEd}^g1WZ`n#?=-6
z+fnmFLjFW~7ValX=E{&UFUMh}x1#r~53%{P-MfX=D0*zlAQ&hC=dHun0)m|?NA{6?
zn$h04xlSQvHH2v~B<1{PM+h}tAES7_my|+7Dhy~Ek94CcSNQ{uHz1kqN5r8w<22cZ
zAM3jarY&wM_aV~Z&(~^|dA7NblAGWR04u#QlQQxHY<(7-lK1pWmKtRKPI-n?p5ZC-
z44vD!%%_W6g#vUD;XeV9psm9|k-19#Uf2nH(2;}U8<eJkDu7x5F8cmm?0=16k5$Gz
z;HY<NL-yk_V4XRNf6Z*~`FT6AH=~$`23N0N*c(FcY~FJQ60@t~=3SCA7-9zX4?Eq1
zek{C*_K<Xh4LinJGKbisZ{G%m{h+uUb_zdFu+yjVQbNw{-<da~N_0|i!jC&XI5WA<
z6mBkK?jxU@ZM}hr3(XKJ&<pZC7PV?L+uAyjy1BoO(=3hugk_ncfSU<S<H^m`&5rsM
z*#Omn6!Wm4V^N3;!0*0gW^aZC5W3MA0O2{Z|H)5ki{q8zaPSO?pTbZIsN%dh+MjT8
zHU7##GkkL1*(1i7@(bp}2iY7!JOA{VoJ~5)*<b@Y(K8Tub6j2LofMy(j0&5xm$BEI
zLyMe7a+^I!&XmAMmo$m$zu<~aNtbHfc6W#?*Li3M!nK3k_>$@8M9e5CGOl>PeLC#-
z!*<($3=dKr=<@pC^txbN;%OZ_1RV3g^-drP^B*Un6V&6vEU!-Z%=b1pMSA`Eb<y5W
z^z&;(&zaxUZAxH^zuw&Np`#zRS=GBa1XC9?muN9hKRqArsA?fg7IeP<(;Y}A@avex
zJgFF!LPBcgb)T&xphk}9Oov5JRjbdc%heDH<YA|d{ggd1AplFaAJ&T=%zav2!~{}k
z{61DN(t+-Uet&pCH#Gv{st?;CsbXtDlKS=i8`pROs*;M2C=Kx<DL{>mOCxu;52?~~
z{$4LQXtrwNrbf;JaY~JT6S4OtWtymguNs+#PB53eY-}>LV2hys-nSZ~lRmbRiaSs5
z-PY+pOQsheAgE6uyo8VJ&zsv@I@d1}$;It<d$<p`dd6+i=Qae2+oAr@xxaFKE8gFE
zFy{Mn{ayKLvinMZFh6Ja!Yb=Tj6U!-74{<2lUQGEB94}BSFAIlE>z0%nj8-UL_&R|
zGyKvfG<vVN+3YEkfY#v95KBLpQI!1fV||wfS@+iusV&$^WKmX46F}2YNtisRL6LY6
zj9Q^Bxz5HF+Rkho3TYIR5iftK>&$fW%1C%?zcNGfPeFb1V!oDLEtz^VmVzLuN}pG&
z09J$ZZii%-V1!-o?h~w@pMa(KRnecpozN>(s@S|813W`vafFJY%FkveoL_bgD%q47
zRYN^ZNv55)<sjLVfjDI#o+1M=c`KAjeD(Kq)er`RxrwW*iT4~lKClAgpUcHXxNhEL
z21Wuv)YTreYTyVY&_3MW_4EffFK1&oXm)$?!u;et(<8Zd($#(n%6)hB?sxaY1DN>6
z%Fry%@z+xC_OR8i7j_R1Yy_I$vk4CCUblA`LtT$u)w~@SpELJm*1Kb=%$c4#?$y>H
zvLDn@e$0K>&S0K%U4jj?{cwz%u}5YL65GJwG@hI&{s8ra4!&*xv`d~yiO<9MlsMxK
zc9CWltx=={H5BfI2jB$gu-FlQtF)*!zW})PhS>v!hp<_PO*9P;>rMm!$DakjH|2a#
z`rbSq827MTK-QglJiOen^Fz{odm`xP<Dr>v0<gy<)39kCqk2)UyW<hk<##+38b2OL
zU5v-WC9lbL6a=M##g{iA8Z$;6+ExxlD_3xLpC(iv7ELH5!OL}wa)-{6+CLm0BCRUo
z+Lqx)h*bvR>SWmgt<Jv$2|<ze0t7wdG!2<9MgdDPgjZDt@;x;!gROz3GV2+vLLj6@
zlQlupsN+M8I9+*QM$BHTv|`5GO@NG<xi<8udFz79nzb3Q&N*wt%8X4dgEr8p`D(*u
z%~l&GM}K6`R2xxho+htD`rTZY%mZI3iDUl-j$xAeDb1_`)aVhy1-fjj!K&Ex2t;)A
z`lQx7JQ#GrId2x=d~CS{wKq~B+nYHj3Kb(j#<|bA{=9`K?41Gho;yDb!#~gY_rqQl
zzH|KN0hGL2UH@q-1pi&P?>FwR{x{86z4g7$u-NVGiP#`Xq7Nv+3ew=g))=>4m1-Q@
z=y>)j)e8P#g@mv|O_=ZzmiQqSYT}~EO02LHz`fv*qiNYh0Zo~A(3~qO|Ex@!f4<f4
z4@2SL(?~ccUA;6Zu7nSs`MZd_Ip-e?A$=ez#X&Equ^$$H=l(_k<Aqei;IN2-c95`N
zwc+ajv|&MF5J2X`VLcc}w-Xi)f_`74-FUJMM=u`f&;3awg|pN98$dn}uQ4c;QWsa3
zd__1du<&Wn!u1T!%5Xfh-~SIcq^V)2NHU;<u-*!2%*?Yyh>(<T`a!J*hv^8CL27M(
zy1V^k$1kle6qZzWNR{euiuG=b^Fe>SvQS=~f3&@`TO`mTgWmMm)eWRW<l;TR5cg|s
zh;GPR4z;2Il409RPzDm5S5Tg32Y+x2#llc%>~;2r>?(---vAG!V}`P(Z6v)hWQMp1
z**BRmNFOvIDS`|(tl{8FZGu<{&Z4Le^h@=DuhmYSBDVZVP4WJ4|3>L1YTIo`L_>&-
zAzI!Fi=A*Vk5<i><_-AGqIYAvF~@p`VNjoA_dC51!GCC2sL`PhwNXV?%n=?m7Nt<-
zeh6tGDs+ee&<@GUp%*rkvmqG-5}q!qpTnYZ9)g&cAl^K>_Ga;>=WW#M&|M+VS8d=P
zG)d^CKt%Y3!j%Y(<aC}_@b5p|*evMrbxQ_XfmTqE3r%X`_n~s<<kPj1Jm%L_%Qhi8
z96Ra=|4sh}|JcQ0aI50*a5}~P)BM1ci08LeD5)^hw4g9FG{c_W-K>-s_4J}3YBcQn
z#a1|I@EmIn_S^HlMvZ`O&N2K_d9f6Ad<HxLY53*U%Gy|X0s?%9S<x;+@%3A1{6A5H
zgY;>6qO4mh^Y7L%hu}EukVeTjvb2mEg;wVMI(xN@r+jw=M3{l({M153DM!RqUallC
zA?1j;XyuRB3Mt<yvOW#rNe$Dm-)tSonrM-B-Aqba8(M?Dj~zg}|B~s7wH*sth-I?Z
z+Ji8boPh;2XJ3-M+d>A1gQZe&WgXD90IFokeq8q=l+arvl=bkS2Vl};qYCtC(Y96!
zjNbv)LP*jveEVofzX3;NSVlV`a-a%+0PUB(=HPWm|C+`q@j4HC0Mn8}G)inz>?ExV
z|7AhvkSapr{|@4C^!;u}F!epPH^50<$6u$VXq_v%9@(C(7ZJ5GB)UmNKvK!G$)c8S
zMV;TRU+;U@Hu<Diq&2OG+M#mS=6px$0Les`<R@&v*GOH0bPhl+Y+JZg4TvV76ZUs-
z)6hk5g?Ip(L9u~WT5$a^;m~75KdP<hAizi>*;CS!*ZWe6&esQD(eL0N%-T(iDr`Gg
zg;Og$>V)-}9jH=`unl53po_8Z`t@G-0P*Qi&4V_C_jDHFo}_BoRFlD^nu&_ga*yK*
z&{VsxLfTWh!@VZ=q8Ipos$u);VQBWrT^)9?Mz=eFtsStVeem<x#U{LnF$~vv=-~#;
z2KS&aIjo1#az)%iL~p^yMQ$YLd!iu;6_kA{zCXX*e)DQ&dH$duyinWa3pDJ-u+st^
zUZ|SBAoBEIz-wRU#qglr4d{R~U$6c-+<UV)f3v7hmMmVM^VLY;W0Z)_<+y0MkJow5
z88@DCJe}azXng3S_{=9N?o+e>LJiPjQ)Bx;IpJ$}_lo=V%o3!UMsoFOdQ|JopQXP@
z9IRv}jO=8I(QPXECF@<P7K;Ft1$^9eDa`W7ClvlN-R|PuyW6_NOPf4DljWQ1Lh{2&
zze~k0@;DfS{k;AjBk7ew1D=a(ebK<NT>FhdH}<oT&=S<LAQJTufuzDAt#F0C0x<rc
z5%x-|aC#+4iOFA~t<vI9lhJ~SYjG%%u*}%LX}*==T|P>EuEO#b#$RAKX4U4@#(7o+
zBwYqTY-nFC44R0>2!%iaJLa$052jf-C|{_i$}n#{__IG-){WUfpU|PDRIyyIisk{v
z6-J)zq1vj*c^pd=;ALX0FrYMnYH8|tae&+Hp#o)n0tR&kkNcQGEw(J>B1d%i<6QJ0
zf2M%<RjwvBSsjK=G7xht`ZF1#B=scKo>D#v5d3y2{{eIE)fy!mJ@rL=C4)co{y=j&
z2WQyP+H@&P%&6&vnwc(TSh{IC|I{}Tb0&*lOyVn<Ig<fsx{xJSizB^abn)NxOlBRm
zrf0H#n0?Tlo`y%BhUIwtK^08SNWg4nXM9Eb$c8%WOB&bJG$iqGX0DludL8*yq6VDy
zb>=EO`@x<FELe5f6L!pdG1oXU%uMrsEY+Q=ZckOWPf>L{J$q@RXJsGZt^91&X-`hp
z^CV)3=_Erg>DQ9#Lz(^=$RM52*zsuz1OF|<<)urdc|zrrxW|V72!(*D7D_@NW1JRB
zajJ#_;UUQdNf${(vXQuMlmY-UkQxeXvnSL;DcYJLxX(=$Q6McouCh(>N1};RoIn+Y
z2Fg?yB}{8jrZ=MRFb_$`=Sa#Zv<g}(AyaJ>a&I`*MxkxN(ncY79#eG`sG>}&j^cU$
z=7~3^_>nR@!hnPqaJp8?sb}u?;gm<~Jhy8qEEO-|`^K&34L?tN1?V8bg^M=zqSLSF
z7Q%yjb6909ppjU#ws*EWsknyENas>9=lrlP(WY)|6a$!iW=HQ(jk4d#6wdlwfgz{$
zx>O|7Hj}v=e<e?C=Ibi%1;rKnJ%$?LtBcF_S9n9WUlFP}!>N8s(+Jrdf41JyksR+&
z+I^&8PosaleIUDuPuWdT8%Vw$YYPmUmN=3+8$l7lQh#&MNh9ee)YJC#N92N06T-cV
zxAjHx$n5ZYMJ~<L(a(V;t!(5-8YI(j#05Imax7?7JGBg?(UI<wuauUM#o>KiJ090c
zK@<cXaJ5>Y%YK`pX~uB)1Y?9Y6z~f5R!=_iNJ;xASF&Ve$+nKuJ(Slz&P`dRvVw9P
z4!A9GwKAg1rhw><08zryj(R(NQP*R@{=pEzzygBQpFMaYuiX}y${N%8(AIY3n$Z`N
zyT}iJEH7QP;(u(ZSAqL}{PF07lCQgBtf~>q%y~Jd$xEwK>JRFiq(@>Yhxp27uY?NY
zPnA0=Co70(ygZrgoTN;eHL3={dNzg?X+fYe({ZJ{QUB<%5lcMl<4P^7XJA+<k@R#_
z#YPXkocU43Vy*oEW)`+E?j#p0$0lbNrB<VijgkRTnYX;ZrMite&Pbx<E3XF1>YVl_
zBYcWK7}=C)7vy&ODR?XyGqLL@i6>zS7xw<l$LzzoRV%<Eq4f$ULDH!C$oBe~4KdEz
zcL}GV5<+LdX~nZni#^f~!q&ilHh{TJ6Go&a^^j~K9>0MtjcB@luItrb*H<614bv3(
z^7q~TzyI(4lMq%M{=;A|XgB};e>2vuACT=M!W+R<B53Ozv-EovjfRG&dOROJT1LB<
zMXx(%;A_l&y$FMc{Msd@2i;Wjc$r8?e;(4bYpa;)F?E;x{hi~gQ16AUH(`4|-7k`h
zf6EhO9bpZ8#2PH$BhTNh8kz6FY-FE}`}7Tl?P$36LAyl;H!`xc(TTSgW2I>WAQ-3)
zJ1`_BTTM7{j3W^nD!~LZ9J-~o`uiSic<!qkHre<Dy=n{oReSJ8-iAGK*f09q1OGLd
zzv6U1AbTK8+bSxh4g3xQjFnrS_dDO8-%$R{(W-PgTpwM~e9^-I3}fRj2w}XuG5B-n
z-)a5JOWdj8NA>rxqVM>>4~KNYQYKUz9dvKse}IT5MNgx<j_a<r^&R%$6*g%mjH<%_
z54l<IvzZagB0Aw~zD?_XKs$HB&|^;U7(ckUgBK;&cigOfGBIwkjV4>^f!7(rgc}7K
z($-+vYI}_3eA;l9I;YzP$*4koZVEW1G8piPiHpAavogJEbldIj>pqkGn$)9sM=w6b
z+qiCAqk}LUwJKX>Hh@l#4PqtmAcLdYIgA3j!^tpN*LY#mye<QQE!e<m0r_cRpn(?o
z=tZp`ci8i9uj6aa*=(MLQpm&$jp&oP^&#xV3gq4z>>B@?P04G11KvkHWt>;^flZOb
zjZ7QORbg$aaKRlgFm@YW0x5W`7``F;r_-hIGJI2o?b(0_!2pXKnP5xX?RJACWaSM%
z!RV3Sp|Wbi_9Ig7-oF-!0{igGlIZgk%^^%xTLg;KxM|t8OXae*>O*A^O)&#7aBcx!
znY_^y)$<)@iUIivU@|wmuj!NOcJ3)~5EHb}=E?dni`mBABEzhU5Vo+W3;fP-AO0lR
zv`)E2@?OK2aZ_;HrP3um8XoN~#xa}m>mnlJ@M!6KWa&u^U%j+k$0`KtzdGjLrkc3Q
z0uko^JjQ7>irFB!Y8Fe!TWDCSGd8;iUCeVbz;u1=urHHqbFQpgXtF!s)(`F+cQH1}
z>wr7gU0R2`J$KfJ-A=bvcW2xQ_gj0t?(o2!bqBrd&bZqPXr8Dld2DK$CIZe1ye3`4
z7{i*5Dft@Hu<2vi;)Kxpvzq*BW?*rSQ@({0EM_mQr0iZBUFn6^Foib@@}-5Yd`Nb<
z+RjvWG!0+$yM>e%k$tjgWsViZiu?QB4)C*msm}HP{ty2P4H!M(<}gi&0I(s)I^pVM
zCXXkW`~JEGu9g*Gtin(jwb|pi8*Q2cW;o(G7<lXa$vV!ho5hsIAgv+}(^qOYHUSv4
z_86z9u~6P%*v8Vt3y}l4%;s(blm)-)CFCKrQnnh0=nxNk@Ni%8-4u%b;Lv~7>hk8I
zd{n5(MI`4{faxrR$9RH0HTwCbM^PGK&Dsl#99zVYl_-#?EpJXj?s^wX3^ltNHZjUP
zWURqd82b~dx^7l9MeNtzVH=**z3m43vtS47Vfd1UR(xSjEJj>nY&mIl^j^RbI{OG^
z(!=ObV-)eVWTPIXJYaf~JjvTH->u8;nzgjwQQdY;)*MhEd`<P!9SPfHthntE{T;xV
z9)1~`VY<(G*jrn<slUH2`}Olyu+HZYaa#iV>WB>)b-NbdLQ@MN9{`-|oHR<Eqyjh%
zX~V?{?c*3b_GH#mUu>MO+|z~V^RwK6EX5=FQj%}6qjtWRlx6b=#@l^lz&uG1vyXMT
zpGf`9)~!E$nfk!TC;j!W(qFe_+twgIPlM=vNCW)B1)%n#Y!temG=QU$v|;J5pQj7h
z`XRe;*|@R`*PE9H_$rNFZD9JlgGOc((;$xe(^{dw{wiI7wV7!k2Nh*A(-00a?B3Vk
z%+KT&=qBr1dXU*-8J+7J@66X}!YIlc2Z_2)zexj{E=a<<sC_>P^vg8D-TTESaJ;be
zVoewN<&$6lj{|#ZVR#|CK$1-7q=Cr~r~NMVh#8_Bw-VA-mT^1ttiU44GHxeNDDdim
zvzjv9WKIU)Gn{~%D5L<1m>yJbX%I}<^tGdaLmbJ;3GsPlQj1*YXMS!q)8zVa&@2R1
zx@GeQpeiGFzvqM*!#PbJ!Sff|Y-xV-SLk!04~Jpa$G9cN<sE!=SYSx*51W)7BGi73
z4v`v9A{9L=@K!<Z;8ALEk%Xz@8bFN2-`D#WwOH3}b_-|N!%eUzti<=X)CJZ`y1ZLi
zjlHfe#9zzS>xa8Ik8OA8Un|v6<IJo*n1%coTYFND39b~tz<`8ZsA<}9#0N3h7~^~(
z#hXrzG3o1>i#$Zt^1_uu!=w~dNduZ%l(MlVn<p60dcBDgj#iQLO6%`EBqja~Q4;CX
z*9-~>!9FQ`54SYnll2O%et|Au85!PQ^3<AWYE5*C)<mhr*oYEk-~UC;X)^=?sy>Pv
zDdeo%YzUAr8(Jz>X06-%Ex$DDwiW`oz70$!sG5!04b6J95HX*i(2CH3xuWGi$B<hQ
zq9XnCyNSeClmmY!A;i+CEK!!J(=PEQk15e2WWp;O6-C1q#bgMz2vthPF@apmYL~?m
z!=qEYWuTp+m!nC!2&bqkYNlOG_#%RdF`_Po=0xOO3e|CiUJ6T`!K%2$N0NLAnMC|W
z?|PCrWGfR(!4!I78DJh~iNdUMPe>xBijEU1!HLc-7E`!RN;amjos@t~+L>Yw=aiCV
z<{vF8%giQhN4NCK$jdVG=M<V{=4a86Q!;2V8?Vi&{A0yu3XErjPuda3mZT|!HV6J#
z;xvWs<Ya0J-!TPi3dwr%m~tfPn!=?~9aqGrke!&EO`$s>VVg!aUgD+zWk{ZY@J%69
z8<R@{r@zb5;<#csLYKY8h~R1xX`HHHYK$C3B&SeCa=DR}%_p8yC>^`0G&Q%3j?UIi
zSLigHbSBVnn{^vfO@>6P$<4a$sDMk~CHjEq9vs3Cc@qxwV}D0cc${?`z5y@UzL~G_
zz;^hm?cZj-z!lsM0B$YGS+~s_;Pq&WX<XuBH3+ILQprm+)z-2k@>Bde;&Q~nR0umF
zX*FmUNXr8PTMLABW=jjRF|#u@yilXmA8CETgm)EjY|2?sb7E$;T7)fF4k#Fq<$!|K
zSq><es^x$p1GlkYYq=T;W3A$94qPz6%K-(ey&O<^8VQ3zn7iaaMs|g?3Sfci1%-Zh
z*sFzhI6Yg6o{dh$nTMdAP-!G&SJ`htmFduL!ig?rRs$6FcJ$KjDmArRldUu~BiU4s
za5(hRF=$~OM;}R35DKtyi#D^07;!#<y8mRsF`z8qp9J2B{3pqzkJ*!DQECB`<k6eO
zBw6SHKN0*7lR(Qkf1*4}TW*pp>N+q<4kHntC==8aCV{u^5|d;TRR+Z+%R7#D?<;tR
z$tO^x$9+P1V3G<N;u%eWNpeGXU>jP4J*cHmm`$r3Wan}#At<^y3|c@JGRBNi7~AJk
zaSchz$~UVlJ_2jWz0QxESf3>)jDEB8k|iKwSnS72mX~jc`6@5*U+^Ll!hJHP#Bz^f
zxxUz*Gj~hhFBJUU$9Epz^0!_=V|%DVIK75`AtG+H5xE75g`~HJWgKiG(b~?c3!|%c
zhX|=k{MPTjMIbK~=!F%m{Tej&5wZlrYosE&$mWwLVC{^=mL8<mSkZTxI6>%*7&Nx-
z0+P5Z$U2pYvOpU(6<k+Jd<9XhQ>P})X(c;j0&-Ys0uh@w6BcDHJcP?UzYlpf<w&2=
zkO5m&Ye39U2(0R@ZUGj$1nV%(0xXHEp$k9&?&+%+c7h`y_g_q=J_0O~vS$Nnx%&tJ
zC5ayez_R%f05NGj!DUa;EG%<!#J0p7ZsN@0U;*mcA8G2)I}Z|E3+!*vb9&B2Ri(ID
zDA~jnj_YjPioa4e_u+<>Cg}5V2dHnN8~CC<KxkVH*1W%gp-oc*{vK{pvU{wjgsih;
z?e0VYXmY!|Nd1X4S;PT3$!|Z4J|Sw+N+GN-h#}jI(So8(ABZRnnLd|=RRua)D3rs}
zqDX^NItZi;^)uua`SM>U7uN!oQ~1+EfX}5yV?n?Ys#2=rk#diKMXEVh_Ij||8Vn$=
zR@FTx+F<D~;|u^lEiaVG0I<B|@3eZumj7U=+xHuJ_iyy+OMAFp>lb0D)r4eY(Crk#
zPQ0mMe<84Q{!^IexBBhim4CZi|M&m&QmCbWxl67hmV@q_leX700VOTZENvY2|2!{5
z`!$8@*iVZ3$LAYiqW86f4-zlbqJqD3xL@tIVZ#=_3fe<u=fn}O^rc0?p1*WY_cF16
z18jXmHox%uj_hJ%L+pLM{S^J%haT>09rOiaqwR@!l>+Bsd&O)Z<vcvYPREo)du%go
zt6jSe<@0v;fCF#A?g@4TWJidK1pRJ@rCSsg(6(*@^Pttxp%&**(GE8MehVPP@g^HK
zXq=PG@tPE9f|H5G7LE{nVqlXp1RsM{AezMMIF$&Ma@~5*A|9=pMSsI@g56UfmHD<$
zDsHb@u)x!HBHEk_O&-<;h>Hq}!q&nB_oP6kT)Pb{nK*^D+5B+OgME_HUkAmc&fFa)
zDk#n-rZvS)H1V1;)W8iC_7-(*20+2$Yy%^bEw2kg1b?m;5xP*6;uAC~;`rV`$X!D#
zF{J9y?G+SPX0-lLfl>D&bSEOF5$Paw*Mp6^0G*Dgt~hB##G{~e7+*pkeQ<*%;XawY
zp#eYOSjXj~@9v^6*c4F_2_36rf!3N~?InfCqtl+c=u@A2e;N#Nxo-t+E9PeA#GHrC
zafm3Ut<Jp3X2PJ|LfHt|=08*hU2_ym57gfGpY*7&Q57?-$n(rl*$*Q1;jYZRXd#u9
z+`lJeIUqH-LXK|sVQ;A`@Jp&P2Awi)dtCPQcU~K!{bc69YWOQMboBej@($)h?IrA|
zbo#7Gr;(`>zc7hg*6`6EuRA}IH7dxvDQkuac67rHj;ml$e}Y(p2(Z`2@Rbn5GxKiv
zKbkQX%XFu!Yjx9PlZ&1-w1}(-_eb+%XMncr3}0tw*y*;F4LyTKb2o(<4Zhua7#wJn
zQBw^h5fyX3gLR@^+<H?B*^ElVM@@CZGmVOyw;yh*oI2Y=y5_NBbT%@briH;!_IJ7R
z**P3U<&spCb1vX^YXFs6iOlnN8AZf1Jcq?kSJaCO<FjmT-P_)wPBA*k(HM+V&MIfC
z*E410XvY>dT6Cu-@!a@IZ4sxlHi+_Mk=Lpd3z?%1$r>+K4mGRBj4um*duwa!?h_54
zgG$@GTaRV<=IFc!-97Bx?Mbpc410Sa8HMUf<sj2TTwzg$Xd&n5j3;eu3HHd%LE0xz
zD59sXRgO`(6Ewp3XwNaMDAS$RtNd-J40r1$M~=304w$2wZZC}=yp-nwOhAI(21Qw)
zj0hM6r23>YWi4XXprq0;Po8$M<4U$-zDgq7P7}u@U0BxAXBUQ0u~=|v!;fZK9+Ge*
z_9Ki|T9~Zyonz$1ma-i4VP^;{nP{QOF|7e?Eb#Jl(Bb~w7GmPj_?B6hhh)fxfk#U)
zj{V}LCC4&?>ctkSJTyDpf83KpOTHpv<1G)F<6|ucnRmMwX?kep0*^W|M}2mChddm0
z0e?Gc#ykYq^Vy))mfmxmZlaxg2d6sOejTS93y^OHdCKRt*IE@E<)iIbarcWG?Y*a=
z87(6LX-Ae8{W9Hr!Fc<*uHpz7vpPD)n&83qERr_tyBg<jvdd-OanMG#Y!V4>OcG44
z*R8r)Z5@;sVBP?qhO#j`)=Gh7ibiLk0Jkh5*jjeQ<GG~G{o?KCPv{(^TXTDI1e{%O
zlDlC~j#J0L^crj|3)A)y>x4ZRM3t4wLb!QEgm)2*n|LM`sv{7b>1BrI)=}%CEhvMw
zRhxT9Mi#B;7P<#VM5oqywIOr-cnjxuN5uJPxPJmzu$@>~HjY>qwaHkBBA$(zmhQ<K
zO*<Y1e9W=%{CAUAXlHn!I5IT9^(0=*iw4)~0k|;M{CAuH+%4GwhY1`Y!>e!{THP6~
z=H_1Gp25XcTMhz_W4pT~dv6@EqVvMYtFI=XV^@zAumdrp)rwz_p|%A&VjtpK5NOU?
z8wQ7L>V^?%q~1lTHC5Q`mm??v_}m*cU~hxJs!8@Y*)$+P*{er`nKf}l2LM}Y2Oixb
zUjGdfVZ_k`sI56Px(>TRb=VGi(J5d=9a6B4o`U>&6YLRijmRI7CaUAOC~!OQiZs9i
zs~FdY=i!)yk^_e|;)bR3IL0LM+}pUbTfE)sz#-q`gIKNHwP*Mkoa3S_c=gVZK<uEn
zWMHQ?;YQm&8#<0sad2}P8jCp22Xd308>s4$;sQB3KVB8etUGlCxfOQEX`0s6as(L_
zeDe1C+w@e7SLV@Ox;g9WI2NxsbaVk5i#Wzy84Im85M7P26tq0IIPSLbDl5&^BwfZ5
zK5^rAT)h&-SoiJmt+lVRV^Q08%pAa2xilRs<2qk218x$zmk(>?OKz*>j@>v;rYKJ|
zltxT3>S#5PVynrBIsDAANR5~^x;}};=jTqs(O#TAZ#5>?>{RP2$xX8-mJQGR`W&dA
z-+r!EON+7P7|90p^Se({@QyQ`z;BAcfcAzIJIHa4bZ1O6gd9W3nbqb+J4S^wPjpEx
zr+dwrgP4(VHm>97nVB=<<vNz0%v=^jH*W`|xVnz%oLOF)wYxL{b+ClQSZ8^=UbA^^
zer@hbJDIP!NgU_E<{fWnr#TlmmM%AS?X}x+?2t@!jG%jjp4N_qI|;cPh-2&#bNcQR
z$DAHf4VHjIvtaz{qN@`>^N*;uhPTfBj^l&0QGn&_KOXPsV@U$9xhy!24oOhMs~bUO
zohN=<7++`W#_-qK)6LpPTu{WrRfYni#tuV~ARNwXaruT<X5GV|n1V@T#A3)sM|Jvu
zeSsy?8wYUmN%j-3q_khe5D1*TMMc*p8<P?`$K=$}K`0FfN&EnUaoTcp&D|ALXra{J
z5x7xU87_u3>a}zoG&D$|s}LP5vVe29PvPcPYUGj3A`7{q$%Ej}hdN8ND2>jtgWyj!
zX~dVY4rIZYHA%lpf8Bxr(A<gR-Ostjo<dhDIvr7^6oj&#&;Y+m7r}CGTxoZV%ScBp
zAGC}b!Ozkt9tMY18KaI8KyQ-xS(haTj@==2k#sF1eVF)N|9w-m@!c4K>V-k0h*l6;
zWbAHAPpxR3cEQ_I%nj-4jc793I32z6p=p=RRMIUWB~ej4GD+|FLF!|<rCicgx@Fp8
zSghvZPFQPWd4tvs6G0tnQ@3=-xnwkk*nM_+((>&)+{&bx=~xvVJ69*p9v2=Tq3+R@
za^lSP5o_X_C*+?K_ZbS0u9=hPw)Kr1%=ppc#eJ!ENQg$GNir@b9z1b&mg6L!RX&!J
zZpS)5<m<iIc_F5J<~Ym8i`L69#KSgc&v9LfXOm@5{~Gr4*rp~kMhxt+Lq)RQcHOYY
zE>4m=cHg!q%HNNh;#nA?(SGM>D4e&jqczCB%um{h<~;9E_i^`r;<}Z)2c7q+Q4QXP
zSN!8`FHQ`(w-;ybyxWU2bN=ncojw2d;>^F>#n9LL`l#*2nc1E-qZTM<<_WeJXMPkO
zO}J4b&Ye5&_TtXnqNpp$-C@-B;zW}~Flu{oBFMkJB(h@(%e}osS&z28aDMa_i&gV)
zFPu%5TK$`AdvRvWx4p!&PQ1Ouavy1X8Hphp?W4Ar5hz-&K|6M}l`e=iDDU<XtBuB#
zYkP@hoM3y2<#TQ?=3aG9t~e&;9X-6S%e`Fqp8a>|*DHnZYcM(qgtPEL;d?|tfholx
z;wb(V(mDjy1|teF&}-dZy)ZnegS#UPn=cFB@3;CCHAM&ADj=YoQ8Tr^k_RF2vZ1SB
zeZ}B`wNWhZ$A#|?l-3GdjfCyGRpPKiQGD2yO#v+clgu!XK4fdtH%MlM7hTfdaO$u_
zP1r+BI%Iww^vH&-&}avHf?7ixNBAG3WGJK*;9jSV${SOVUlkf~qYeeJ+MrO2Wb+Cx
ziA<1=`~8&$@cuY#)n0CrL6!1^{SkeDC+zbxpIA7|@VXfEdcmRcuYZZc83OcN%xAO(
z3X{B=!pgxF8S4cX)(?Y0cONl|4xnt*J<zcPu97!yMsHj28uV6_0;#jurK%zf<fSSr
z9H>fD9LICnSTAw}bOrh;bq#}l=Bl(6byLB=kI0(}{zDi1r5cR>0*+^J4gnRe&b-IC
zZGYRQ%I_;!#QlCVP{_$b_dI97KjzP5fCH*{BnEViu8fXE$$1R?<$4$%^ur$r`FrR`
z)syeJdotz6SLOOh)91aJk4=Rlv*DR5O|5dEpwCkf3DiBKjEn77_4ZxW*2|{nZIkM#
z?(oyogsHd!mZ5bn=DghipWh$o5E24-UZQZuDRKpqm@UW%?FH2IJdcwLZnU$A8#sXH
z1hV@Gd#Z((i1EcObdvmhzxs**ug-i*B?Az{#rlh?+#l={AXAJ1&u8>Y(&Ag?;)x6N
z8L=`h$e?-;5EpqAGHFazOhpo=;)MO2A|9}3MAf(oZx(8)SKw3#{oh1d<zh?`p8%X}
zR|_q1n=0ARitKD342X>ni_?8@YE_O)L?h1O95kN~JJ?S!1M9Si#)6idrw-wq&c*4{
zE4DFHrBJX|H4S;u(KIv75gJaHSA@Hb{tSJl%d3MZ)8$o&V#djId7Un=GAOJg#W^~0
z@L$rVJpz`evnPg<nw{BSnSSRBkIQenl2TT>oN33UX)-27h>4C{7z6sYKg$HYT<_M%
zF_cwa<Yb5vFF%A@qa%WtmEoN{3M~^2kmL`wlRo1UDPGAl!-$b9=#&vNmJu^HcG<@T
z3Ii@K$-XT-iubwMlung{^EbK@Qw|OjLgwep^okLUPD2z~%+w|JGrH~ah1VHO^N9D6
zJ-s9{mmsQxb$pw0gyKVW$`Oi&i5aRtQI3$bbh>O$IYYS_@6%<QSnBF;%E;G*Fcg_G
z^4}gKe*~v#8WUHh<k5d+44($4Nopx&&P+Q{NOJUFA?7>aIE@KRf5zELShNjO?4G9o
zUl|o!?NGJIZYp=JVDyoFmw-H=C<p8{DAIt5OgIFJTz@<bU&AvWKqF67k%65P&@MSL
zgkw_((VH_4NNw22pehEdEU%z4)$Q2OkwI0`$ildNikcSLv7~^Z50?+ERxz}JBg2~{
z+Q`tuhEGt#G7JH6p%`exMmAtc+(uc_2G6ca<dV{c&#sD60k&bYNv(BuZQ#gOELm>?
zwhV&pOp#5RD-$Rq-i@LzjSRChvS>d>QH~KcgHD&F#cJ0qF(|Dr6W0tjbTl(kl_DEo
z8+1gIZ6}C!mh3)LD!?{u_V961b3`+>GeR4Ab~6d;IXuN1rMnTJ<g+j*R?^M3L9?qX
z%G5S=w6I0J!s`i{mDqrhD<B4h&j@yB!mh2U=k<y^3XITcu*i^9u)$DPTw7T-*-^J<
znC)3OqlVkCw#}>Eo@k7vp)JGLyjirJD%r}~St2v{bSWx}TJG&U(Ok^Rqw8n;9*V3m
zMrR_+RlBgrBg5!?%6!$%8TE83XEqqG5n`-rgGJjgVN+nrV%3I<_HzS87O6H!w4E6c
z%kI>Mj4V_!gS6f`d%d)QzA`5W0lNKs^!K|@?C;S)m;8}CEE_JOroeHHuwTc<Qx;fa
zr%pFbVT)Bg+PY#zV&&1X<n8)JYgG)GEPcqWtPPrOG8fJs+ibX~%VQ|nabUDFMVogF
zO5EA;`eS3wXjSCY%LYzYHFDEt!$m$zr4q_Tn+=nu5MbS%o$elu*2b5vo4XB>tvBT+
z!{OqiE}w(+S{s#S0G_apCA!6!)kn2AK&TVPH`(a-L#)ll%~^y`wEji)p0esfBYXm+
zf7wDH<Uy@LqwP2e8tG(Pn13vCVo_t9%8B2eocL#j@1b{!P;&?#p;h?FrBhOOUsNYf
zRg8R15ATcjF|1kFTq|fpKKP!5O=1|i^3O~q&T)E7CC+*b;l~V;sSsHa<uAsp;KKp7
z)k1^(2)*w1*qVrRSVhyosSf^mJWruH)N2qKbBMhQTe9d8W`@@<5;=b$GbWA;RaQC<
zl>ZXzI5_i9WhZY>b`q@y>S?;g*c35Ccxskr$YN-68fIxzJ*6M3<=S+MiOyGl*>-kQ
z@w{0(-^PQi$5ZkA+o0|#;IumM)D1$;3m@aNCPHKedtniV;4i~=yV&iCU)qZl!uXcd
zQV234gMgfymnZo(78hduzupKJ7fZ_v<;p^3b)nn{gIZ}hTrMru*Q#q_u)5d?!_{h~
z(FhwWrNzbNrIody99CBAt4l$>R;dcX)=OcqRt*-*wdHc9UaHmBN<kHfs`bUnQdnCK
z*TU6WwX#w|{-u@D>Pop$3CoqnLJ+R3EY_FAglc^uSgx&vfT`6>)zWffq10GzESG}C
z#h_jfR>I2ia<#V5Sg0;kO3T$CSPjc7rN&YXbt{GClK5j?UoIhQrBq#8s4SF9)#Y-n
zQb7Y&D%DaDuHkoOp&nG$7R%*QX)!1-Rf2`J#_GaKt%91Zl}nmp>(y{&d3kxUu~=KF
z2Bms6EU&HBgVj=_g!(Nk*VgKbYxVkSST9#fmD*ahUT>6^%geQ3wYIPrF0Be4d=Hl@
zjm2tZu@nShX=!n>x{7+N1(jN5wOU^)t%TKOP;O~qwXslHTCCS<3o9$jD~+%gE|-Nq
z=Vcfa=bwRv+n;ZT-T7iIs0Qu%12uyB^Vvh`ik#<&`9RUsjs4iO|H4QLI)2|Rzf>%h
zJ+DwuL5Ld^0vAKmuZCgA-wQio53WY)egkgDeO++zFxYSV)kD8Y3BJbUFBBJ75Lg|k
z2wOi4Z~2ax-2HBQp7VKL2e;x|h*&RwQfJT9O@CP^mP!<|9g&nf@PyIoOD<t^Tfvll
zJB+ti5Bs%Vi(|ra9+3zgBc8X^R({#&{)FOt3r_hxnRwrVO@51>JjpNISVtkWO_1x!
z1A+@a`3>QvTSr$vfdJuxRes5>F2b41tNf-@PA;Ojlp(*zh%hcF<TqXISg#x}1i2I<
zzx@*oNiI0$H{Fm)W0w1=K0SdT<{sQ|hkM=Lp)4Lpk7n+XC#3^y;)2St&b9l!+MnlT
zN&7XN+|>6&uR7d=6DM-Cq}H&p8Ry~I30fy!FdQ_yJt@!kcUrw+%YQJO^PeI*bgSPE
zUir7X^?(0QFFlIhu3UL2Z~^si^eIz&xL)fQU&9Rzl-~y3P7y+woA8u#aM)|@H3zzg
z@<O>(z&}f-BoB_v!%p9{*}uJWXHgR2rK!zd9&B%JJ=)nqLtAa-9!e@fsz@F&D9Q5^
zEC+9KC*Qlj>3{pJzgjFU6jzWk=j)U;EcoSkLb<paPgqJOREm{2#A<OVo`7OXiIg%@
z*ezF~-yQa9A-AQks<(N6<I%mX2aoR+_v^^!`%kwv?mXP0H%~)TclKKdD24qHoeU^=
zzyU4xS_3@8D-VmgoqJ(?jCdY7!jic2Au`8yFNA2xj86~P{h)&g?zjBALA$T=HiBUr
z-MQNvh93H<+CzLP0Me>X-naI<^<g{I?evYr8W8j+8>Iw!PbQP<PcqGpWk2d$I+XoL
zXx0LPiV^!Ef;_I<83~>l$Ud2i^dEYipe;>I#<3p@Pho~JhsML{DE66vtVfm7A<YM_
zbflsf_7mljh%{-E8sfz2X6dYsF2~X*)M~4fz^nN6xpP?I>vQMf==J%bagM=RGe5kE
zU7tG(yYP36?RZC6bXBUgx$&zwq4~inZhdZO6Sh8g4x{XwKZg!lpF2aOAe=u7tJUNN
zC(YkUhqqQOo~R58Z!}p34p%=>7E6P9vV1C7{X}^%m6YQ1q`6r4Ie(^Dr1}Z6#k8jL
z=hIP=Cdv@@@`Gzn(D^fvZuTV5QBbmpa#<0{CdoJ9iiAM}2f33JFzFc68sWK%V7K5C
zKu@xRh`x6Y^d>ZY4p@#%p9hZbhdBWGJVyHFnXqUz>yYZmS2^G~KEYVH+t0^>+<h`0
zBo>l>EO?|7Iu;ZgH}(b&NIw>q^=lDoZ!92FGCC4)IQj`QMPadZH2NdwPX?nuHX?~d
ze>_C#Q1r*cXGfwxCZ_S@G2X#ZU#UR$u{iX{tc$g3lRez=usNg99}lGtLVr9Y*fEaZ
zI5E;XE|Ik5)-lk;0?<!L8Oum#!knV7KYopmkKQ9tUIm|@uznnHD_<U7X!C(e<oSHi
z`P)j6`Dz^5GmNc+GHDnOW`fS=0j02Zx!}g{#5e@x*o*-+!3GOx+6n)E_THttjU!tZ
zgse9#`5`~6TrOw19+s;Jkl>rTwvQ-^vQ!o&l}OvC?pe3B5<rqf2|&_FKoY&q>UGAw
zde)Qv3%z>U-IF`Jle>D_zoCCb5Bu9YVn;^g3ki~<C>LRwKt}A?@yvMa*!$Z%1zTv@
zd+6^nm5B{C#!{Ccg{ht8Yd)8wkR@Hsk4=E>SHjbLQ4;np?K+wtOAfJPuRuH`{-+_m
z!mZs<JUx$PtNf{JXCWo23l1|<48>NPG?!&NURdL@r)Dh4TO7=nBp)voaZ94y%a>$c
zbb4~xDpTo_Y}M*emKYw#%aXdr%VkrIJ0!a`#l%p0RDrg96BeHh-9oU7rjqs3FMPuN
z-GqrJsI=r)uI@>P@?*>8_>(U|&9hyZNrqO~Tz<Mz?7kNhSA;A4PM>aToSP4G%(BT@
z0zRJ7aV1}Z-1a&>mfUgFQ$l7V<#*Fr`~S&uWY<8GB`G@EW|ppuWHmP-4uF#tk8&%N
zvF2uVr&!RMo34zsH8(LPqA{YaqNK$#)a;Zcr{e6y<HVxbsS4+)yd*{Qv!oG&*RexH
z2;n$>EUoK^YAiW4JHi2+JdGvPg&rq6le+2e!i{^9Hh=S;prpH}vIQ>K>?gS5-m5Ir
zal8ElXF80IXI;2Xup4-_r_ATXM07uGe8nee3C$o&MoQsw?Q6NS&Ppz1nd^_uM_th>
zWQwtj>K0nYcwz><C`qQA#Fr+9-BnrIvQ^{KstT569Xp7hEQJEt$V$WawOOwtbs0x0
z@9?>41#cstKp}06iznCcxio~sksHa5;d5ir%A~DH-r4eL$Sr&_Hs?sbbvH?<-|C#;
zx;^#_-XWPAZ1T)^$tL6u%IkqNVRlc5tS2OO#XPN>y4h@+A7dP?C)>lMGe0sJj5*pB
zCoVqJ6sH|`?>#2<xMN*$^5PR#aoXY|VsYBBw|K?L$DBCFBxVP=2OK74&zHqT7%$E!
zPCrhLlb0H=rgDBeN$s5#R=HL$nOsk0;#s|9Dw#j@cfob0Tg_y;A|Y*dO4sl0gvE6Z
zk(0a|Qtl*!qCI<d`CSer&n6{U6(4M~8R%LS?02)%$>Czc)-QR^FnQjCDocSo_3^o9
zGAO%<WF{`Th-9WMy@+I|F1?6kCNH^&WTq|oqGYBmzldZeFT03jCoZ{&WGC*FQ=}>$
ztrILFnWZSbh$K?u%`Ur$#3>K7h;Z_W7ZFY+ldAqMvxsD-E47F?DJNY-oW$-7UMT8u
z2Zz)*$)MCCQc#4>K}Kq3VM;C{PFXagGK+|luKXh6BugzKyOEeav^xW15dZ@gtPeZ8
zty;(ibg)>_{>$;LyxHPM?6I64@?4c8F3U%`6-*{Iayqht(J{s=IfC~bcjO4j@<Wc`
zepoXO$kk&$keRL|Z0)wKnkL+idxieS!9p3lw1d5%-!@Gc`w{oP`5Ja6^WLBS<b8!7
zi@fqqdF(hGaWnOWx{91(6BaUr@ySy-r<<+M>V$KW&T$RS43_J2Of*wp(L_zC<soWb
z@?DT{_WZ3AE!Ss~$@XET!?BH}dP7Gx$n=Iv#je1Igt4tiU{9k8haXZp<)@qD7wRzW
z(LAKmmK$%ygG_xi4VnB<HZ6n1!z9u+QVQ*;8*z>Lyl%OMX*o7qh3E7(u)xVegUK3b
z2hIcruhJ6YjGGB&>kB$w3fd*_+noQRX<RZ=q5^7n+Z-$X0}EIk3;)`PLAdF;c^!ih
z%!Vw8o}*~p{BtI$<3k%%4Gay{MGZE0qRinm8!>3vB~@Z+HTcMeH5DpS|Fh06=?t4o
z)mY?Y$X!ZB-mf{YSv03=Cd3Ml-J0K|OR^RrNrG&~j8*9m<KLQN8>#M0IkeVvx+Kcf
zi)w~kj0<a~S*WYRD)TTR$?{pvq<F7Xd&K>qyi}{q5N*oUpo+HxHj%1z{r=8~t@&_W
zPd53pGmRO<ceXvU$huC`U$66X@Flm0J0U)#MhcY4RdTX?I8$YVw^}sn3<FR5egwTT
z5DQ*(hAkL1)S_X#6V_nij3_eRtC4}TM(jsWrr^kRxCpB3IXuqOE%uLW@P?W37c`H1
zwc#$AS;AUfyb^jzABAWrYKYUh9t}b763^!9^>|I^dOgBb9hS`tZf3U9Yk`>R>XtcO
z8gxUPE)6e#X^8d$+G`)dx{$QnwVbAKf2J*a>yFQqJR;IswOyu^qT7PCcj}JYF(`E%
zrX-m<r0QZ5M<wlDA(NPIY}DaU8|LMg!KM`q_Hj(LFrgIFgs+rwtfBb|89*t{MkG>-
zI<|u>M~-{*zJlc+S7a@YE5(**Ev=W*Y0xI3f1fv)td68ykV0$Pmq~yFX3|B<*lKGz
zV!1kybfYX~tjtw51q2^uNhfK>Nt%%ISH4lkH5`k6OBI)8t>q{O`}{hLA?A65bTIPi
zpp?m~9>y(7W_27YVwOi`*;|m+L6XeAh_>#nvpCwMwt7cqRno+kjz`H9N_B##(TP%6
z{!ogltLmUKvE89emd1EPnJk&*3}tM>+{!zO0b{5vPbgU#GArW<C6@xNC3+T_`NiVn
z*bPdOnb2r2D0$J^2})jcY@tzD5H<zE8mwHP<S|oJd8@A!SWzhlD21FLez*Of6w;Dl
z*|<L`q-3L^@s$<lCxyJkmMZprQb-<~m=xw8TM8ADS&mQgaz&Gu>|otFg&B@1KBXn~
z7;$=%ER>12e4gaepggY2lO&~x>qTl#-1BHOEl+{U;mJ5k*WZbzE-9rMs*;?FXrixc
z4<MAv^b3L}eOaO#_VNM2DI~~7aC$1bKiQ)DQ*jO7C}l|UZHE&q7K^1~ax+8|PVALJ
zd6;0*IqNDWz8i3eEvFJDiMlw!wE)k1km8?SClEN`kzXfhkXgZoy(Bji5-t(?IR-}m
zRAMYQMHRRqc?TqdOk6q7w~>SxdjUR<B*irjt<eo7;9Y?UI5R6z=lP0~_?$%&lj1Gk
zxt*kl%lOZH&e6qWrE<RV0b+#LH43cF*JpwAifoqsWq};7XrB;@PnDdf@aMfI-(#X=
z%k`D|Y;C3;w1k`TK13<5As_Rp#<!OgcNKM)6d%V?;MkzcqM2G7*ug?@L0wx?x(ley
zISGH$y3V9XVkt$e09R3CF~YCa8OL+fdvO#pT&e}gObRL<AIRI(1*DU_-q-h@xGch@
zAPTrNzijH9axO%v->zJwjMe9o2(=Agi8;?#okV$&dP;&X>RV0<p-wiRv$)`-em{pS
z<ntE7YP0pZdZV`3S`LJV@%2*yH8D9OF;|_dPUTq(>?HauZaFIeFTNxh(DzwfaZ<(?
ztgPQb7&2bqtmj+v+mhg&<n1S={0JFH7QamrfXytfWYMzo+uLRUvR@oZ`-WBBw`r0C
zJ+6~$K_i$Ko^Ro<)4DFD`dmUXQ|s7A0Y$N2F-iJv>Y7xMd>|D<bJ!Q86noJs)UWJF
z45~#gT%*0cAUV9Bb$Lo`&f;anm-<{#*QONk7Gfk=zGK4lfV!etq+^)PL#c`Ix~Ks|
zC0u`h{;(VD0E9B=4@QyqRfwnhj(WP;dD^LOcfQe-|FY4+{jG;%z5mqrzS<67+#I!@
z*IPe-Q~hhWi<qrW6IZ(4SO1`=`jDS)?%<xaTgT<6uzB;*Abi$|AYAq_u=zvpd8JZC
z3*%e;WY10V^PGgfsYgYXClsB!vczca)6>8K-5oV4FW`0a^>Qt%6DV?*%qS$i{{EK?
zh}cqmG;*wFLu1|y!LJU=vyRGG<y%_yS_C2KZHEKCyokKvu0QlzX!d46Ivj)vfcw~C
z==p>yzUvVnw65aW-)!x6A^{br+xSi&iYLC}IpuwESGUL)Q<G*;uQF>@INY;C5Uf}L
z=eh|@^X<;i3%9vMP!Flm($n_Zuy6CA<}hjvM}r_D9)T$xZj7Hn)hY5iFc<dwE&QTN
zBW0(htM2#PDExDOpQ?-Q#`45a>blZkSdFVh0OSy}Ls<wp2QOOPQPg=BboZI-2zoo6
zKK|8uL63lCQ$@2mwL=tUx*rawQK4r6%COye0j^Zewm)d=#(>sI_#BxIsd$ijqe6j)
z|Iu@u9$>Vqw}O_>IS-+#0G8mG&2Y+Vci<=huOqq|sI;RYEPy<;hV{_5Xh?8{7YiiY
z7#}n)+JX1HgO@UF0^1(Ni222X1nspNdC{n~i=jZl^m2Sb?M4L~1jwwXnvXhy3eJiW
zGy;=NXLsr*uG(Nl-a>QiXE8RNLR|a7kleN@?gQ!*e{T;s$Sl2yyyv@})~>fl)r+XD
zqFppQk8l+J4$`9wP-q!v%!WYk+lm%i9;nsq!Xnh22Ccc-DeuJ#u75CW)%9z3j^u;p
z9acZ8FMuJfCM$_)$b6~;CiyxedC5kps!)$NfpV<*ybr~`?x-D1-;M6-o~ZBYxNC9T
zzy2%5nwZN5ELoF&@Ztp#@Q!VET2<Cir;02)i#Pp2Yq!=%n?IAu@qdL+1n*|8M=@Wk
zn49Pgcr2hH*y)na*P5pQn$Z=HphCzU!IwQ4HAC(|8cU6Z+QQ5qy$J6{FsN4{K#cI3
z54@m{1jJ@Ya})zJLmh~EhXT>%7#@IJZsA46JH<+h@MBsxYvp^;V`_)JS_i)SI)1kX
zcL>s$|IcHN!n>{`p<2Z6g?=R032hIGR`AiWi+33-5@v{?HPUtHKhv1fYLY|#82sC#
zE>9g8nk_D33v(KcP_)T@IKuma{J`^iKkV0dMno%oS)~Dr<{BbS)sA1Xh%4%CljxdW
zTs?yzCwlcTNun?VN(46|G*_b9X8fJi{dkoH+cH{Y062k!0}TzmmX3VijlAF4#?p}-
z74hCJ8S|>1rRHa$FRROdEjNGOb8E!XL>=|68+GT-Jst6x8=;#B_JMlY(PSUEWcPRk
zitpSH-AG*U-w&|3WM{q6d7&e&xykT0&*>QR75B3VQa|3Rd{}wEvRru=2d-J{CI5gO
z(|=(1_+w?Nay>zN*hiTdF6x;_^SfftE;>v`<CTnwt9my|Ojwu3Oi9w!=W9P=`8aGf
zbb2`$^QoBJbe^xgN1HVi{X7mU@kes6Sf^O!*7FJ)`yA+LyB>dH`uL=&=r7Wlis>bD
zN@eKf^hv~Tpb(cUZ-7{PK-T;X@g*gc?esuw0-4A>8MmTzlmI9Ghd<_HC@+W5L}%q<
z%G)N#qxl%}OXPK6&mZneN&oMnl2)mtO<)3#dW!xWapaoG%0~f)J3Y`x+UT@{&=x1D
zgU-g%hs@=c&g<#!RGn)6<}WBR5I(NmzPq}4clFl&^(T*4AKZSp@nmy-{r1=5I?Av*
z{c$`kfR2&ANoSbfpK02o4Usav(`w?{8=A-cY1+}%TSuGCFNmA8Sh`BDz8BwBy*TQ3
zUYvGgx`W&hS)DVEYAzu?y}G_lm*q7Hk@kI$4Afd*I|pA~g=-vD>kUW!Kp%-;e&u+D
ztrpD2RD{$1p132Vzds_AN=VwE5K)Vu+FDbR207<_5?fVrEW{IJzC>n}A}N_T>!V5_
z`}?;@W<pYh8eKX|$tjok?v0)<YJ;czHG!y(|0Cr&Zx>(sr;1wx$byD|a?>Td_!vrM
zK_ri+ytxNwLvc($r0C8W_TAbxEM}kkgMKX>>_LE<D*pjXC)YuIc0$(Dnu?uyvQD)5
zMCP<tKr;R?YA&YoxtwQxp!|624jn{vi5`DUl`bd&pgL)CD4#U>%&Ex@?fD^m`0e8m
zO1Hi7$Hc$M@k&htRA(x3<3zNE>K#QD>t|fhw8)cxNoP2z_;Aj3B{#8>y<r-cM*R{V
zryZ(A2d`U)zJURY?vB+cxL@BuP~ww21QK+ok4M}B((tjYg<nrQ7a_63__suqOKbC;
zU<61eZ<1i-hxI2L8>^2}B{|*zDbf|a{MI*m{$AN4oT>b|Ea?fOlWL!%W2)VoTuzBi
z6<Q+7CWB<1c5!2NaBtgG_1#EvNoD_v0%VGFc5>FOjl}0(%^c=_<f!W`g)MOhBBYbw
zcN|rrWmmzQ25f`mS@AdHq|`3(@*ZG)ai{t$;5`i;K81mNS6=0QD%oaI*MEk(pD~*Y
z^iBMkU}=dHo&I_$Eg<j6+imET)Rby3X};1qMd_~6U7w}Fic(0LRDmSoaLnE{5`y4`
zPu95h;q&zp5?sotfzxUyMhxJT>JSei<{5JyEOAR*;$WUE=c~#5tSqSS?fR{!0Eeh+
zxm!IP?C2t%XXQ_MKcw6R354X#wEU89Gh}2Xxw#$8%{3NgW*27`muF_7gVSm(1PhJ%
z_DXXl@R#SdgJ8M22o1gMrN-Rc!u-;TKN~DAx0mPrc5AUIYRxwrfxpu9=Vn_Avy1IU
ztF_Ybn_$#z&n?aet%YDESZ*~Jml{YvztmV>n%!OuW*4_-{9tKmu021iOL%j}UuZ1_
zplP)m&Bns^Ok;atd!gaa&H3%NzZ5JkEHqm)+cV9X#l}L@_m_j&rN;Jr3uS8rvyHa!
zS!f{XVxze-vpCaeG#6%Di;Jkh(qgmW2P^nqf;#@<%G~U1qcP{t&M*2iE8EL6ORYte
zY-LvNV{bNtrG<rsx$U{uQqym=o5AeLa@${SY&TH8nT6I$dv2xOUJlx`i;czBO0(VG
zZY<0$wEX4P%v><PEagFbFu%Ax*Ib-y_<qospPOqgqZ}*#Vry}^*`9AK1<eJt-2BY)
z_RQk^T)WkpSz20H+74R5!mPB<Ss4cPX{fCYqUmlBPS;z0)9+62sSy-G`!{bWnfF48
zhiJQ_8GiI@W>VAol{Y;85N;PK8R|zBh`%z+R$X!xuk8se&B8c&qY5Cpa1T0;ahT^F
zQ1!P89op8Q!+?S}U@i0#Re&|~Ln;9imm^jK_Pjc3eq_49DR$!(f_2l3Qwdg_Po7>d
zM&C=&4EDTZ(+&2#Luv<CtAv-i$H+wH4fhUcaZrUubI_068RORG?b=)oDvMAq6@nV+
zTgfD#4L7R(Xt)~==v~gY#PGaQwiwka!QTz>e=v}2Ja4=yNVPfIfl4$Xg);Q!LCqVq
z$wW0)i;YX+Sq36iXxRokP|UZYJyM=TK|0-bP2o66zbGtyMgqh&-gB6PP-A_2cMTTD
zE3na7@c#YZ`6t<FnxAv>vjJ-~^Bd+y)hc8631TaC30FE++6MPnC;P6xeyi^~!J_$y
zK%=FN-?j>+QP8edS^wEm!v<wy9{0S-RI;gY%By7)^<h=Bt0*)ywnu(f_uAHAM5rtp
z1yTjx@d?UN)i*<fJFDJDrp-;2<mK>C8r{UDtX8+3V~%F`B&`M;!ht{7M<WF<_ClD{
z2%ayEcaL9?x(vs3h-ian#3)s8DoO?xrmM8fI@TF1pkSR5n$oV$pwX(;88M<)oe>44
z>Wom*sHR%zx3k7*%hWUy;=F$`p~e%ob(ooZtia5VqP<L6B;Y`ig@SX=fGGwFBy0t^
z82H0@!2ku;n6og*6&TpqK$fU5E77J=Fo$F8Ut{p9s21x>#F}uAVW`XHg#Azu>_x#(
zoTq~DC6wR<`mWsN>NIRq&MAm78EMW6W7_h9s#XJI!e1ss2cxJ;5B&hv9W>>_2C3iO
zr|lPrV-oC*VFk6bI|QsRQ8vSo;u6<+O00cgdIQr5g0%w+SZ%=^qzURSnf@q4C(gc0
zRwR@oW#+az6+6yb>Y|aMbw!@Tj;kAmutSMpU_nMrLl0qOS+^4mVHKhjpUDuIs|0(h
z;V$J@gDJEs8~GawV5Y*xCHRYJg@9^ncuD&(Ea3#CY~6zSmN(ji9)qfPc7Y{Fv^_yC
z!wlTODKF|WGolW-kO|cQRx8v->6*t{*vv`|Ah0ARFtNGLkh>Xk@0T<@p#Rdn4h~-`
zEZ)}Mo(0*RqozxYnROUlhf-!6R&Xk{=e6`Iijz%JX;Y;#$i5l0mTDjok3$nyQy125
zbSW9ts7dh_u!n&XLk*^o64xF*;_@;SSwNH9*8W~V3N##irwij9JYY4X7eb|xKw~7r
zq~xYp#eaudZ$j~%jdfJehQHHk(PYe|8>8;9!!GP7GoC}Wb3%hG)TZ?pMz-i&#bL7r
z)t5HW|KJZgR6rGuWi=wJx#2FY1X$8Q@eqRxpa26!@qNF`wmq1WDKetgqfudC<|!Fq
zU~oL4D1l+N_8+SM@cymQDVog{`(F%UtO;AxmSIGOj-Q8vHp2vbE@%weEKFO9u^||j
z6WsFmjnnG5-ie}75KXTv&onrVQ|b)eJTI-3r)wkw8SlVKea6%W?<}TbdIchER`xx=
ziH5X`8o%e5F$pl5ry;B0UB79|qoz?r{=YWe3kEyElR@wksxXYE=Vn(F47yv1Y=txQ
zhT!+7G|e24Ys{pUwin7bL=W5BWZE2L;9jTKE7rFH13D5gA~w~PKUz}^aT(izSR;!Y
zN8blitGiPX$Eu}IeiH6I8=vR^ney}_wG&-F=|`!leq@~?{oBG0(nV&h7D1g?lbep=
zFPc+lQ~)gl4Fd+xDm^x(_dhTqyw1qd3(`c0#>9+&4n?dJ<Pig=nDgjVp`HvirW7YP
z3{McFaP@_(fjg@PuG_Nl+NP8IE;;cg=#eAMrCefXM(3hfN(M~f_BoN*cm5WMHPw1+
zt9u>V0wUTO?kWeGY2e@?p#lfm;yK+0cen4pk??S%Uhmb?Bj3&iH|)sBZ4Cq@_SyC9
zjj!xPiz`_0&Tzw-KVQkvj`vGklqt{L)*4zKahUTM?w%q4N%_r0(+`kfU!yr3-53YM
z1Mj@8^D>>1>E*|XnmBHIzjG$@`OJ4BaowigD>Q=m#=r)aW*_Y;K;{-$>Z%(tWK?oU
zx$l;4L)zf$pLw$wqSJG*m3?|J#?x@|D5@$uY!=W&9qa=3y<NccJ5>U%1fGF5!|Soy
z8d;0lL;xBDQc=}1e7UO0Fia4sd?nL%Or<w8nw?1AW23+dUwlmfW@ITj(9LQo2qMY-
zIM9S7FQaX%t{uo0Q++;=WsyOMa1N_2&CaYyGRw%465864@6pgx_LoRHS6c{X79^Ru
zAEY)RMO68`FXNR!nFx|;HfYRAWUS?8j74?S`{sNFgdUs}Yr)DwAjwL>`Do&}B=YOR
zZq%CH#U1sT$~qKrNwt<g$?!8$cS)Fly7>@CsF^AF`53f-EAd_U-0!x2-hZmOalPBY
zv*;$~0#fR?E*JlhOyhm^)1dXU|Mce5evjztdtJe`(d;nJ@F9R2U7BjFLtKT0tG-Dk
zup4c>US-2yPENX_+6b1^Z8Ys=aDW*xeF)u4H^XHGm!m?@$Dsy2>T=A1)4G4I=fCvR
zs@)4<ZT>hmaRR?)brtJV03;N^xkP~L;8XT)(A@)Y0v)HH1LT0t_jgqnctCW)VFFuo
z94yut#zd9=jV|30sq%qi2w2%3AJqYZ1M#`SzZn4(4Ps*)KYDbZ1W~odL#gTl(Bt?V
z>z;Ry;7|NEpmO?EzuOD3Y)A>!RLkN4RfV9}4BCV-LoNmYM1fM%F%B3v5j;%w+tqM1
z1b_>{?to|4RFz(G#X%iO;$&1oYOkQJcF$lzcq@#D!Ty1U{!@TXY!AYos_Pn0_YjSs
z=+sWwmkj{&W6DAGCu|*)cMH-N9EeRDt?}B2@+xQ*YA0%aMnph0s%lZEj*0-K!Od!t
zpo*T~qViIwZFhn$+Kn0LRsiq~-NgWA2QV}N?jE|x2nZa6$WdjWq#M)IkQwy5A)4Gd
zTK$iho2Gl%y##}4bn_sp?Tk>5=@EN`-yQb4zt{a)(=RdLKtR0hqdc`?SZmeT|BoIx
z`U~J1)QsPtT8s)p7X^^5559=JZ;8F2wY+(oFdf1@f-})Ck<2vKHLk=Mcry2WD|`}m
zZ^bBSQOn@9oTn{~Xe-D%d!+^AksTCkCkBtXLK~ZDKk7~Yxo)fWIC)E6Z{n~=Q~q!e
z$b9|5D!K-;FGAnpYZHq57n#T$F8m;@%!JIL?vq#><#S2%J<<><<W-hC=^@j~$wG+F
zL53?Wj+KW$XV&zO3u^#G3j6x$%Gw}|qBR(T?F15b^>zoaNkcdA{2dZD=v0^QZmvNL
zgwZAet6N)6z!i39?y`6fIRk~E{y2#C@Ky$QFn8$mZ|kV7ptolQUs1rwYQ$?&^L0k5
zYeMvoH!AO+5oncU+{=2FvN+~ahs{j347_(F&Aap1C?Th_^eY?k1Jj+l7mbvr-g!-b
z28(+9k<wN!<7xq2jlH%qKw>pIuqQZ=_+!Y;W=~P`W{;`u<~Gz9^$L(=t#<>=-w;b~
zlJ7r5ozbIGe|Or6!=+hHzmKT}q(j`n%V?)O(hCRgK@-cen6avr9T<}J)!OZQ51wE%
z@MP=p`uZ_7+G#d<Eg;=;j`r0SQ9@stG>T5JDU7|LV6zz6UEr1A&*kL$?`#*&-nxC;
zsyqM8UA>cpFZ)^EJ!j><Y<xr>QTB4kFTbo|H*MpotL2<d;Dq><vz)*0rcsu_DkW_k
z&T>jwVX0;^JS)nU`GQ)i2``Cg^)5gKUIZ~^{f3<8xn&H4WIO%yRQOcS`&7^S81=l(
zhCs^|<sH8A=Y*CwU5+$nu2vtglD9fTU9JA0bWd)0fc>Vc;j5Mq;D$GUwR#ocrhEGX
z(sH@sWy>C~R_}`@DAYga%wvs?ZZ|xw@p-kns#HExvdb(v<kc$O6NpYH9qp4+&8yW-
zqhEe#f!x*VE$D(i*1DiYH~OmKv^eo<^|qy#ewFV^4kOc391bDaQw$C(-BVl+FXGdD
z4kza`ZE_f4pJH-2iJ#(8S6{ipKNbBdC4f@bY%w6-XQPE|i2^Z_$+8cko*N7sKCJ`j
z6^5FVE6Tg-C@d>QWtu5yyCJ&DR0@(oe*Lw#LVhtYv)BQ+mT>~0#OypT))$@U`TDZ+
zJezpNWsMb2Gg*Df30SUUGBYJuCIxEec|H*j<v=H%Gq{?iL``J2{F0t+*(J3MYeHKx
zN}{n<p}kCDrJ`bQ^EW)!F{TjFMkYmM;+=g@N|Z{A>V}7#P4#$RZc4|`aCGNE+}C3W
zX<0Lf@$G<%Rl5(l?I`K#SY<{Nc<mkrkG}C$p?9O&W;hzO0vc<GB-x~jc?i+@pa!pb
zBN}oljIvs@ezL66dbXsMai}A&jDuNX89y4CWgKKqEpd=7w~RwGB$ug3kzK|Sw)B#k
zmMRyk62^3nY*z?X>#WCmfF4x-ro0Cs++v2fhS&q(I9x50CK6u+NV;2WT5y{cT+!T?
z&h9r~d-L#pGQ;|__&GZ}6_<g^ra!R^5$XrnC(KKdnfgk03L`}%m0J(n4oLxh&FmE0
zm}Vdg-bI$20`r9`7JRE^r;tTbQdoK5#a9)9l7*#1B$b24-h=wBI&4dt@FegL$UEUK
zV2`Xo;DrIG?0`+f9TGGX_r2yIq)RDiqtG>9h^j2YYmmig6E{8u*N3{0dbcp$SX?rR
z6a8YU!_`MFQhiey+5=gtj;!Zss!8+9b!&e4Qp)H#no*80h+2sch|#D+7mScOP^w-^
zagGg~AdaBew6X`k!D_-I0#~z$hmd)#Jbnc|9RG<jQ6VDbN_pn6O;l<9l?+WlB6Kxa
zIAd$D^E3ZJ1FK=L6vqn&zM95khi94x7?AHMGemP=gJgQ+Fb(Nrk7@KqWe;)BQyvE6
zvP%V^2Z5JrR>sIYg+nV(j~!9M$8go7r%==8s$2!g;XOm_C{gBEPe*_LnDYle8DYZ2
z`YrJ+Lt+S9tXkypD!#B#Y9ny4rOWl9nS@Ad1pPHvn`<xlI<{i2E-2jv5~JvtVm%cR
z15>JtK(05b^!tmv;5`XyYPFR`zo}W~w3SH=R~WDh!`g@YPv}GscYC;4BZ(kdQyR30
z=8TwlOKB1+Be$-%zQob3(SR*YA6MDlolexkT02F7OK{CLJL6c(O?j*R_8@rf-4D6}
z2>VY%U6b<umELl*(&=;EC29Q+s)*JKQ9s|L2B4o>gGBvgy%P14VCFRe>!7Gm)+<pz
z1@q4JvNV%FX`=^#+?(zYT?O^UUYa6Y@ne^i&@#(TU!Z?-n6kWgPn8rpa58k{qW}N<
zd;<$=9qxsj!2pL+T<X>D8>-Jqi^Izxc|?{h5gbQw3w&N>g$(S>JT)@Ij`%i$2E;0v
znqcHB7e}9CyD#aioa$<`#2HreGORx!BLlztIW#JG{|7A-Xw#4fE_{>jOBJ91P^%$F
zTd{``y4>$|pf^L_qI62B|7TQv4CO8?F8Q6pW{KN^v`Nqy(x39u$nyl>#s!WDjkEL^
zE|by?JS7>gIH?RIHRfG4>~?wrLiVW@M6QzLF(Tbj<14R%e1q208rvVqr9AG{_qtFS
zfs!=o-lP8punZvFQC61Jx=I`s!hx3Mi$$i;-xLiXT?=gPlY`71L1XE3&uh9*3kOlM
z=?tbpGUAmz%V@Fy!ct{9BSguVv+ND!56R${{4B%oZ0(_7PdJw!hs|Dg3d&EYx_%%(
zjOyYdQ&qsa79rI`qRi27FdCpBIRm$q@h8>Dueuz#7+?&|OQil;@Hu&dx}dPXtSA{X
z=V0^38Z+d%6XOQ|_}kQ02vY$Qr98z!H|=*Kf5^<p(-9udXJa;7%IoTGlt%}T8QH#5
z^-^QzC9wybo^a0CQKTFCbiPTq$uWh<koct2hmvxqT~l{<B+Y^AzaeRnM;J#!rb^{L
zAxr`e%0<$rD}6dN(rt1~A<`*4_h1a<%so<?lH{@5_S30Bn(kzNONZM1#7m0I?Nn?b
zGF6a(lBtB;q&GiK-+a>)$NfV(<t_KHkA9aJRU-EZVG=MwLK#e10)%wE^9O}w4RzBs
z5=Go1BovWEq#2!tyxJC!?i!<px`pe+6R3tNrMGUcbaP^Y<j?QYQmI(<Nwt!p`AM3P
zqWRWW^Sbyj+qF%u6z4p9v;7QG=|5=}$Mq!*bEM)Mxr&iPkYu7NWu7uFDDr14%M}it
zn9f3Q!(aIIuGLtEc{S<*Yk`HF>V(A|&C8((D=C?wS4i%Pl#gIcnkj0so#apg@{)rO
z5|Bl4{4u;!{&JG3*k)EIOr~<{afU80bY5}^M*$`kJ=mYqzTnm{?ej|d;#9%+RKfQc
z6?`)$R&zTnGsTrm=w{hJ#&?4`AkNT005&Ngu@acjN@ZA}T1m;keBA3@AWVpkFf=g^
zf8AUa=vW5=YUAFPgl9s^lIDtN3`;>vp}^*XuNp*5s~nH$zLTKX{BACq?j$$E4hpRl
zd(!J^eZ8CsxqUBvMVy4w&bXG1_e-U(ialk$pM6=ZK%pnUG4^sVsY~1$dtT{V<7y^4
zFKrJC?vNdgSB!koFJ<*oepV2?%g{fWcb=i2Y6lRokpj#V%w8zCS_xL5b>}`qLDq?P
zGl0r1G;AFL=-}pp0Nd)TNMvrTHKeUfB)FGGtfRMTMWyejnOLi@QsZdoTv1@9Af?u-
z^RaKSlNn8Ro1M&A0rbYYvz#>-2Q!Mm&lYM)fn!?tEf*XW1COuUDIdZ@1L7$(8d+Zp
zh8EyO2v)Ir8l$HY;*8RIw9r#YNshp<Ji<Y32->9$9kqn6&cu$QJ1k^Q>X%AW4BuI3
zY?-OKh*ZqDkW`cTdP4zhQTeHC3YdqYNCA^8s6jau#+6n~G<prHq$zE^0{J&8PNg=G
znh8BWF5g#NE-tgcK3W4aH&0V4!p_6XLG?BHWRy|SE8Pn&Qx;xv`a~H|rJO^Wz}1*2
zCerE>lsyz#TMVI~RbLR4L{R1lDPJiEDU`mZ1$xKX=i-aT0HB~tYj8q^AdSFjzt*ZR
z5=yC-$Os_nN;@1%xM4}yuL2F+Y-KD5G>!CLQJ1uy=>&k23V$uTMHr7XORZK*SCDGl
z#FO1e0^hn;0@F1BG(Ikveh%6Xg6C9K#)-xC5^@Iue=d&e<`8OPeisTtCIM2ouOPEf
z69xaAGFnR3#*?y{^3n*GG;?5K!u!i}2Y$-z7$21>t@_X`W8j;M;4amKM0&9b7*m+0
zQ2~h(Gb_Vr5-olkSW7|}tl1!#8N>o}tvI`dCeF)La>aOsURqZ_nj0)VA;dEV3#)Rd
zjHHU=wU|oe2oPoPCrh$x&d>HWfu=uWA|*h78_n8^Qsf~q#RVwp3jH<Z6^z!pB?4TV
znGtQG$-(a8m4%KvwutA*(cq-`vDD=}b_BQX&@;n4h!7|dO!YqVAJR6$C82pM(I0pG
zXW^jU?)byj?$gfA9UN7<bxhux;H`TU@7>n%l5EWPRK_XcTfD5D=w81y&9$iQMg^Lu
zUzTE!KtKCzRRGP%B7!#ioD=;e7=KZ}{QG@sMM4kv0lTFmJ-~f=0C|2&s9TJc<`0@3
z;Ck&tjTAs*bgZi0TVG%ImKNrLXB<LR5tMr&R&%e<+MAJNaE=Vt#<Wn0Xrsd^U3f)#
z#JK<P+X9tMLmchH<gHgj{hHf4w~qn4<*9J0cXJ!_A&C5TJj6)6$e;7vO8Nn2v}m&W
z!#yLOzN$htMneM1)@0@@eH|mka+UJ+6AL#@;#c@XN_ik1$>T1!6!u7E>eBrgdXA*E
z9)BeF%0=z_Ak~S6!Z`c_i92T+65;!bvVTJ>KoUk|(I-8wi>OcIj-drGgi@o(WP93Q
zrYTO!4|K^tRewok-`r`no<vWgV7DfI9ZyP^Ok57BQ##=<@P(7g>JDr_pMCv15FKYu
zVHx|xlhm)${O>5+bKbV%>`-r|3wbmllHnU>+k7;9UjY}XN;>OT_nyiQ?{}&vS%&eC
zh)g{jwVAov?9y~g!3|3XtCNZncDRJh!3>0B8zAY{oGe6o<>R~-(Cmb6Tm$STvX?iz
zY`U>Mk<1{G-?2SPgS?4`yLG2Fw6vwD3@%dP+mA>6@B5u0i>Xeqsu-gbiqcoADGT;W
zDcYABAZ>r7hfNWmjZxrI@~!;yrL9xNEHTHB5q$iS(pM(dsfu~1U$0Y<Pt}1=)q##t
z9VkN#P4CR*|DL75<FSj&EVu5oY~8w(sSgA|65!8ds*-qPWWSDH3GO}A=l($@!NS1#
z9w#2o)Thb1BFq()i;|J0^n()QX&(u`VWygt=L+^S9aVdImjhM4;5CX>S>B_S`)GEJ
z;d*ukY}Vb?2j8wMG4@g2s-~Nay(TGmGy8~x8!3IMsTxuAFC5*GJUKaOe~C^;@<N-h
zx_CfM#XnhOZa-^*Io-Eq+*Pv5KtkohTTtn>m{mQ%{RVp_#1$d1bl3;4VmA!KE&wUX
zX{>h0sj$&*s4vPltt^5uMEW9#L%%)}NGZa|gLco92M>zmW0XPj*kcT|)KPlnA{HJj
z*4AoN@HTE!D0`^vbox|GFnhk+Y3)L52iyDs9GP@GeZFAvcR&&i6%OE9d<lbV8@Stm
z>sjS!1#V4ni=#M^J^`S(7-(XE#GMu#ppX+;AC6vq3TAGEL)D|(WGEoOwTQO?Hz*<8
z*y{4M_c7&kT2R^EA6poL4?&r?2k<P~4d6p1B&Qv?Cu->;K?iTxX&F9Ex+)^X5xN+n
z+o$ajKtgDW(|&QtjWs1egV7|XT}z{t$PsAgS)jc5s_H)Mb91Bp|B}-I(QaqY!wps!
zICtsxud4{fOgD-~*Jy|2T2wb1T3q*zsfToq-`^kZQe8TI#fJRXbXudX4}2apMrY{#
z1D;X&)(kFaMnkD)Gkif+NjQ?Dv7~e?T<|kc(g%Um4A);QFFsk+gcPo35Y=2A0(`XO
zXgaB-7?VrSVjCLaqJ?A6394ABoSNI5K@5ba^Gix15NwLz_~X;`D137};{Z#=L4o?M
z?g+Dw@(~B0aXHj<ZQ9&cKKdvX22-~S|2q?=rYs9G(T8vL1ZZObj;V?{w2z}xl_0ei
z`lMPC;c3+!5GvofX6mldpjY6Ih}6EK02u{+EIJixr-R5#j)~x#R->W8Qp$6yf=eUs
zlo=3oUgDscQ-z`$*cC{w3)D<Xg+<N$>e>Fw)y#`z<qy3|u(Ags1r`$9Sa482Aq5fa
zyP$fak3w>mx?;aUi8%deUCoHtXJU;Dxn86r-346rNcQjR^^l$RK|QgyG{4-ENOR+u
zOeF;IC4{+<)+p6NaS^^7cY*gubzom_QiD{)IKOz(7+2sgt#cEQn4Nm-XC3&~7JR5h
z-e3KGIEn)Cl_x3W`*#`I5Zz9MrF7bqQfM>3A8cwENz!sq`V4SeHW=VZTvP&HvX5Dv
z@K4#>TI5|PoX{?Lc+=xk+`)gT^Y}lufb6L?{9>>z-%F)ayMrDO+ko;G^{`8*4*eZ(
z8>%Mo1+Vd*SYJb<z{*OZDd2hz{sIXdt189ydhmb-bXPNdsudRtHLti+w3-1~3P@tD
zusiDYs|g*A3}<6zXk|8GaiG!F$S0G5WwQD3cF-K{)VBtJ!U8Ip@)WvtH_0I$^2wOf
z=a<|9^2%Gv5S$~zbCe<8fyxcPGvXjGUuty$@8NK`pHCo_I~k>r(&T=hN}EolO~)v0
zN-e`Oub%y*@*`nyk?>nDl(Ab0J02!3ut12tHdt{-yK*{S8B8vRSVs*H`^P~SSDT0V
zec%<>aIk;KGF-h2<jg&WXSbrq?sH;)9#$%ke0xZYV}EBPVB+AzPUX3KFUPHip|kgF
zmVW{hPk8gjYbjiHqz(2w<%Ix=(`Jm=m}5I$CG|=z4OmYYZg57~8wDIRRDL4v(S>3m
z5}X^%*Z(|axkpegf60M8EjzNCPfq7%mm;gq#2a?KuF=k$l>Ouy<~@}!w(A6XyjW{4
zugpp2sa2CK&p*NoEv5Nwa#@8F>{+%-s?Be2&uBhE9UnX1hvWlNizui;+|h;HX9zJ1
zMH4>q8PWACrW&`spVdaCv$(@<EP0RounT9(J|VLMCd>P3j{<JCB%t02#g+AkyQAmz
zmfzcJ0!=ohdHrdE)0B62^c;*8xip>reviH_AmM~JY+Y0GhK>D(qBXv($s6`12|Yq@
z*n}pjugfk0PC%F863Spg&x^Y8C3VK4Qjp%h^h~8Pn=vKqnZ}&X?q5|I{dZ+@4h4$o
zi<5IpXsO>I2oK-|<J_Z;Cq2kieRwv7sF6-*7_KCAgS->gh;4O_Apss7(W)A~aXqWn
zN}nBaVe+j`LL{0{9FCd^dAFvsmYo56&bFkNJ`~#lwhRF#$qD7ffdgml?3wwJL>7in
zO4!*0=yGPU$a!{z0~}l)L!3+Yo0NiT#<+5LBNc<HKiC<O>*okfK+d>Dhu<wHi-&~+
zSz<vX30omP%fin!d;>FzFl7Nx<#a%#gCOch^~Dqf%<u?v06chi_q?bD$IB2^Q)z-e
z6xoR}!M#Hi2$VZe(tJUNhA_4Lnf?&vb|>0pZry-;1vMvU3)H4s8rSw7udm+TSm$O^
zKDbdI64{ZTa_UKD6uiL8438pHRV5}Tiv+^0_MhQkOltKWx=O)#E63dl<Lxo;!8c-$
z@aZO-0!(>p_wP-457k(j!c4^@O<tCG_LPv)-{$oDE1e|EQsJ^{lh}0OT~^?j_PfJ6
zy01QbAzr`VQxSY^m=`sGJ%^j>L!C;!H&G(?Q#ba>E(T&SNDzIVN%Vx|_z6m#S$h!f
zHT~ApM69j=##lE@MEy!-LBkKGYrVZ;vKqfh5k#YAHWL`X?L5KN3I<Jr;A6!E^GVNV
ztj0wA^<+E%{&9<dob=n4pl5fD(KNug0cW0w(@mjf7eCohe^NQ|B0PAqGYCg}Paw=u
zzf!!|Sw}SOP~+|Ev=VuKnZZ?;Tyah|$XrH(_DIca!IQ$Ie=JIx%;$F*#F?$8$D@jS
zlGAv)8__MQMUuItUQl_5V`mUdvY?#o&~!qx6mF?nke&%#KF?COFvofRXc*EosV25~
z`(>by-qVvueKlScbRmA75mjG>i1E27H+`N(LHVwkEH$rBGAU_q9f%+IKNgTMu0QHv
zi2qPTe2*42KxP!x10{?-(f=xo+xiRGifI-fXA#`R8?WPkn-^bS+a2{q2>fY2749@O
ztIV2FR`vThmh_|DVbJMo+Rt(sKH?+6*wSsmI#)XLH(AUcg#C4z(ln>ch8oKx(I1)@
zZQ5mYo1j<xL&{TVE%u7bXtI~W9;pJK?9(j)DGNq%c+3%yo};}L&LBCU<yY_)^&?uh
z;OaxcmkC4H^^R1ha#fuxaonQ!SOKf?X$EC@L!p@IHZVy(agx-KVF${jgC4fwUB#dz
zwE913_31hcU3huS3wiQhSo1QR)E^kL{P}h5$9`BF1Z^nU`2ArGXA+zp2t-Qe-%GV0
zX{GjM&-`0T(Qn}%u}|tPH7r+t8`=TT66j;Gf5{crSES@1spxY$B8plkGfpP0&$IfM
zu1AlpkEwWCcvMO3FViJI?df!z98-vl80jOmqH!oMiCWahr4d?FGzpk6u{NJBe)~`2
z7S2@sm;OWE+-ek%TQVHO_4X>pl>N|Z0~rUEb2P`$5IPU>GCmkW=N&IWhEh@=Urv%^
z>RZZ`vaNAVgf7xy{dF-760nyK*0t2IzS`x3D~Tv&eSgbD@@<oDn0Mn)EgaJk@0o}@
zMpC4sVoo?scE!u$J0`(>$cr{dO-=oo2`8aqF!+`R7z)_sA3<A_{W_BjB7jayQ+%FD
zLC0@MUYVIx^)H!}w?(Ftl_a~ACW&zVB$M+4mVN1BnlBk?Cg4^55W6Jjcz4<OtJTG_
z9I1U!+aC3ysasQinQ?6zbdL-dU-q$M47)Nf-Y|c-t!kc9*xZ6qorBGt?2D68DmX#X
z$0w(JfFMbJOvRHCr_V391*GAv#WH_XCW~^w#HZ?0r|MJ3s6LfB^%~6xnSnq2KQk@#
z!VIm7JcB)QIbEO0w%I%QO}Jyu2Spg57iN^H{GB*+IPkqVrDpNtHhHzBTYQqu*mvVZ
zK{hct<t%+kP8<$(QBDjFcUjIwIOK&n@lefi*qd|WH2(ISsJ@z9bK{$Ow!tOqn?WlA
z7c4=xz8P-PcEf>drkPX?aus^A4KTAcge*{ds+s;wu7{KfEbbL*3&4goU&Src(3dR~
zVVR@Mt2Bo0HWc+?%jKGaN=2M+qcy;9j}t`?>b}*|At)kqGzy9dE&YN*!i2U#8QO&I
z!30ShO@yL!Nxg(3TBst#S_)$blR66}$t?|rq7)hW3`OK=?S^vHdAbfosogvLB1)`7
z?14cv7K&&cJ%<dfh|*~t9f{JZut?FdI-xO9I{7&LiOCrm{f5#>%lAu;rbSUsX}ybT
zreBRL6aF!}S*4)>#_$pE8Z-?C?HU2sk{u~bx4-@xo)*ZlLi_|PzW7ObWzd9+cFa8c
zf6y_r^`$tC@&v&#%jCwvM2Qy(9ko~|D1QB5v0G*}dlO@^BUb@1W7knj+9?HdSOVsQ
z6$1|hF&Sy?n>6IN;)pQX$F#ZyEueL2PzoDB0FR^?PFDC6D%~(6?U*9z1tQmQ{}4vA
zE6dvKpEhD<hqT+OYfaL6IM|uS)njWKcDd8fJ5M{)8;~EfDf#qredhO=dV<<~UG4JO
zyt)GgqU)e0t5Z-Y<7(HcH~)GQmcF!ihFyQwg;#vp#Vrh5Zj;$p$ZJ{Um1vGEM()iS
zH9->2fqGDMC2e&l&X^<ZKSr(6Ce`XslcaFfp(aYH)T0iNBvzL?NMcdfnItU<X91^e
zH=y~Q-IA<cHAw=}ftr+Fsb5W=3hG!BC$iMDCQhr=wI)u+npcyg5_PUg(oCF*89&HH
zoh`D=S<LWA|G+FWUtd5tTdIo>m;@ae!n_zJ0-Z-brf5e;P6Qs1+EPnO#?muV!@U50
zXmfd588bd&eWSINGAOthONd}b4RNiMq)ae!b(ol#8Hs-#82yWb9d>)8S1mPNX0*C!
zh$gd@XJ$^0DRe29G_r>6{m0X@aR&SN4pJDp-`twy_(Helto9e>Qc=IqJe~}-pV<s*
zrT%9J7lO}>=%69=852kJOh^cjX5l{Y*%Q}?RCjlI(<NZY2hZHWc<h2E>(+%hWG?Qi
zq=-%XVL=|+EMG0*uJ;aI0&|mP-xY#g#%Ibi#C&%+o=P8m#}dYOi(^Uou5m1tzIz-?
zmwgvGQ8K=poG1mYZRW0WqLk($@(5TER!PRk>SVid)ZHeH!i<+yfsf?z%M!ch(PsJB
zu?vaU9=_$&OV93hzzAEsi6<4YZIqiBQD)IMHD@GTZf?x8(OKntOVV`s0FrQtzNWXj
zvyf*4Z)DkDo{=b536=DuE|IR3L>DQX60zeHAucUpSdyWl`h1`#Wmr(+xQ6|9ZDrAK
zN*!3Qmeezdn|$78Lnbt3y-^Dq!Mub!TDDY7G7FSszp~f58X@jc@<w}mK_{02#r3-u
z4xpKj^C#I(K}!+3yA*kr?D#}Swuok&iKQubFSyz6;gD-NsJW{Beg5e0AYY*@`AwZ`
zhQnXX@du}9*xcY8GR?V7XI0PSaAz|Z0>TR?y$yd4?pB_{6pR$*VQPU>%pm9my(VDG
z$nb*s04oY%WakD8J2DxAz68$hhM)T3_>hTPJV7=7(U@ilk1K01q1y@I$0@eNO0yAa
z()Z!dJLJ=*jvCe<s=n6YA0@-<o5Mk;C2FZE8CocjOsA$%VzM$}C*y~CA5t}xEvqgk
zMxbsQy3a}${=`&I3i4KM8@k2M{XxG5-#w!Ak}US5&oWLdO90WrH?u19lwwqHi6N5(
z>6e{R6A<`l-{ZOjhTdR0DTPMP5P!}(1ISQI`A=%Oq<p#Gr}_Y=`T)nM4^Xr`%Nus~
zR<<@kYVpt01(=0|Hrnrpdr^lj|KiWlETKnwS?g>ovM*=t-AMLTDy<BKH>TN_qSgux
zzB#ZV1a?@$BWc{oWJ-=5wcxop9WcSxrw9X=Gc(Jf-YHBm6tKN_(0c?OVeJl3yv%cK
zk|q0%C8JG?H!Z$MpL>FVjAp*R#HWjeDYo)gJ5_|^VuZut6LSgxv<6yN#3w)+0p~Gi
z@H`=av)anhBsuMybxYQ(iD6f)<&>6CTg(5wc%{XDeyJ9;XWEjXSykyAV&f|c0Wnjb
zOSrDYC1rpu&N(c*Sa@Y`pN=WJqyInwRR9d*rgh<vY#sf4mA(n&M3*Q5a-y4#Ku$F1
z47qdDHVFiBVtyVW$Vo;~|D5qM>B^C1J2zng!pIjTk|!WVeuKk2vnA7RT+Z}h%D5vK
zAgY9C{x1fZ+5=btfntCTK*czu_(H~NOHw?W58y2z!SUK*i{Ux=<_Gw{Lx2GT8#x4;
zBThD-uVFJc2)lJD3BBTgj@&`deqQZ`?Gex{0CN*Q*X()_ntMaon-4mEH^p4TX*9#|
zX{@&c@77_z=MSjzbUy2ZXwIDgZ~?8o-TLmZ*Cj{`)edwVLy=me!2m}sU|Pq`0+>rJ
zID>jmbu08>V}}DPxf9mb@j&tD5H1G_4E$pissU9{@gRu7I5LXV>@-oVJ#d^RlRec0
z^}Y7Cw;BB8^+Vug4j^^B1rR2j3gcGd_BZ7>CDh~Vecir{+QC%>j;4;2_p|x}7K6{&
zQ>nzPNSqFs<STu0B>2u9^x<SD$2VnYp#D1lcO*#atHVD@hFha3S@e^8a7>momM|n^
z&Q(5yfaedDrDViQewI<;7z-RWPh)|=-j>yoj>9l7lY}Y$NcL)tQ^rL?c^<f5@yAeF
ztDEA?OAm9ljm`|cpa!e6A|K^JoZ}Qm@_T)2piK%cR>Vq3s^osZM(>PU@K^UFBkH}{
zc7VlZP-}Lvgzkm}74`B<#fBn;jV8jVtSnD^HLF#QB}_)gCA$B^rEZS}S$5V!VZtO}
zf+Qww?vGPp(W$WL7==aY^PU{ZF8*&xc?BVyLR68I9PR0ydP-C@M>>KyZ^xTiC8$^-
zpF<BGZmr+&ZnFausQ>N+a3O;Y{9YUTY_C3TZ%|XhpiHIx`}fw?A8f9t<U5(i(v;F>
ziIbWrXePy8vh%f1T5=Ri$&#`*|0%JOhM8pt7_KU)2Q3Iz1|=y5bSm|;Q3qAeP|mcY
z7lBJ_QO~m`ib;%nT07QgauO?BHB>ztT~qaF)I-&yQ4m#+MyFFfD%R-x+rZkR16qW8
zv~HW~LB4r#{#?69DzBi>r8Byuc91H99ip^K?GU9}YKN$@*deTBno{*V_}Q8yX37%g
zu!n5o<Q}wL-Y4Y59T)0AM{i1QEO}o3@w-~hv|Di|ntUm&tzx8vueSKL#O$FIjkW9n
zgFH(JsYM0s{e~!%02P8|!Y>7GkoXk>S~QODkAMdWxVu<CWbM%-W=u&p;OVLbe!C{*
zdomFZ+FLNI4_MJDtte|~<?xPkekx3+yW9xtq)&P%Nja`b$A?Rb*E)A|q9bNGwIMwX
zMM8Rc^L0&w*LybheA6<wk4kxOUKlOMG}^_C&J63AqG8Bx3Usu-l!G5GsI8Zb5<r8Z
zA)3iNQDNjmZ<*YS5!|nq+yQQvKp2456!(~$LHY!unktdq64p;Ezl1<scB*3~(IVWf
zoaZ*DL;M8>XI8t=Ya9xB@<M$Hx+t?VGqbWiEvr2v^w#0NjObdD$r(Q>xz6+qB#F$n
zn{v7$+ZM#WFAak#H5yc-pfRUY$)26ks85c<kF;4%^clz?_#<qpdjFAD#rPh}Ip8|~
z>OT#e01@YzuKo{xijl&<q3aLGalQK^Ses%}f-=d|eebJw*Lj8-%1#*WbOQk%|Id$h
zp*H!W4@Y}&<#yZm``-Pa^AA8FV+wfT-Qv@2a}YiSaPoQ^sse5AyB-9Vnb}Pdz`ZG|
zuAqD|x=a<#rVp@}fgPh8iNM0l&x?W=NMR<F{Vox!%iy5fZW2^+r2G@jvNxuuwal1w
zdVU(UfC4@3fB;H)^>?jYssbtgm&kB@wh1}@tyNmVF+ERtfgkPj-ZnxXJco&1O$6{k
z8?kD3Cx~cO4LW=h{-HoV|NZcsJlc@(rU4>v4QL&Y(+}VxbKtQi3>iHGdV33nl4g|g
zEzc8t8?m#zD=FOQEO6=H_c~E)8h##W$%7giS&(#^gtNY1>-nug7}a<43L&zUH+iNc
zgz{dXX@7l-tSb0gK!ppyco=J%Y0W!Iapqrs#ES);uHhGSv(lnF4xpTm82bFCGvIFO
z&h>6myWNC_`7UXL5llLO+k<MWGr)a|M(^{k_rhohmzB>kaJ?iWf6$5OCWo?Ay7NK5
zwGXs)J_>lzr~@@(0$<mcKjelJN@_Qo`=nlsakFz1nrYrmQWiw9c7t9Nbb%@KC1+P1
zl9Mm`*T<3xOxX@DRO;w?P$INNYb}th@uTmxI}yW{a||h(v!6)PgR3SBy^U3mkh7sC
z7kW2w4MN4JTcWJr=q|XbtR3|D)`1^7f#x<?$NnZew$5%eG|eYDG-SV!P4XDVTzJ7$
zQ8mf0TrQf#dK2cd3G}^J1a4@94Il15`@xnD)x77&B;5jby~+?xmq`0rW?H%-#|0e#
zB6SvD<db1e$CmGQ*rIGS`JW2Nt$JwcYc92=8~3Rjv$@}EhJY~t9tFefr;{f-NQhRW
zR;Qy$e#L45)Y^56V;zOo1fS;;B!|rP@s!T+`Jx29HIxd-vxe0l^SP&o*uRV?E;HP2
zPQa#U=>26ZpVTm%E0-i|NY0i_njW6N%};3!)i3j@WJJ2dwxFjafjxxvK&6f4A=XU8
z<tTqhc?!|3g(#WvdA`|fRBlw>N=6;>S#mr_EB+W>va&n(oE8S!nB-%lO<Cx~sqQfa
ztvW~PRaj1*^1N)JE7pcX*je8vZy;HP`(^($ok}|?j6FsXH&vF{RKOTW^n!`u<n^^w
z@)G>X15@3c2;^%0vYAhHGh8tN^?MI>*jsVfeg9|iCh(yfTIa2K5bwiHyZ)2>(0Bgi
zPpjy2^2SI}X@601=4BAk66OR6Qx$ce5GDaeOjVdf<48)P?8ZAC0NL$Q5GoCt1lcc0
za>yuy2`X7<^E>U!>~=YZP}xf+F+s0cd7I92P_xl#XAgp!&9DBU*_&m8MX^?4-Jho;
z%WaQie3DUf?pfGrm(p&O!W}%Na4_G(>TT^oF?iw#LUV%O{Z{!~gdmEfrT{}QE12Q@
zihoGO&cczUE{X)bxiRXJFHVTwQo`XgLX<52*-E4Gab-0b{F*$=KD@k{rhAo@za5cN
zjN5MJDdpl9oX#qj0*PKRE%`c>6?QJNFgVu-5@?^*bKaqN(`Raa`r{S1fDGH*E_=o0
zJIy|?1?0uMi0e|i-m>Tt&ObJATYiF_e_Wx`Pvb5lQ46a=m^oyiI-#%NLFQ^l(wcHV
zaj7;KMnH@a(1CXtuu=lQu01%Sl1pjIuW~Y6FnrEruS#XtLCZ-6n4J~92Ci9dZ=Lu8
zlllb?F{FH9eKLGjSh1%+Ph<;RrU`|W0<7Y_UUTDHJU4D7>LG8}HM*kT+k(49GSb<E
z)`Q$Bn+l(}dGo+ir8D80`W^6xn9}jQ$y1@tNZL2yay6gs%HGai?Kwb?x}AvbLyQ&}
zb2aR$u_8)7ulIi%by`oMxYc?ZgTOMm%$>y4@H{{Cqv1Zs+cTDlf0N^DaJSr1C9~Bb
z4b?k}D$bf2N-H@Tjye8tjjcbz<Fut!qa0mJV@=8ui)SoVrkkyPIsJJIEg%h_6s6i1
zSwfR4jzpA99OK&ANAXI=a7g8J8gRl|02@&LT-Y9wnx|Ddcl&br4#%J1!`=BNR5VjE
zN2yTm?&J()kH`DLg2x|cn~^-m9kxh<Rbw63#;DPhJ&c{-@kcuWui7$rsIW4JRL=H>
zUBtTf)h6}=K%d(o+4Q>O%MgrN^c|Q@E=1;D<t=tV|GZn<V<lH6ESw5Y+binSO0*X|
zEut~`<4pd!@0TV%{W?J{aBUkqdEhRL`jNjK*g8d2NcY8j?+(*`&!nsuyc?O9^@P+(
z%5%Ua;J9lcFHmyMcNT=h7D}eY<6i*A%-~Y76I;O3DNefRHU7TRg-gev7LJB{qx=ht
zx9$_wLniv=ZEcUc`;KK^bEG__^uym|jCp0hrc^<y09z!{`x)RK#vfTlO3UK1HkmOy
zYfC(C%bdL5kj*GDGo`XDdU-pWnbVlLSIm3!83@<YW*$WOt#s&S2DlI(kP@248M|oH
z|I#z3-^bGe((vWfhPg}=CCQelo{oUy>D@B9NOva1qIO!LF<}x=GSTUA+O*v3_u~{I
z?i3>K7$M?Z2`vd~*dvl`5kL7Z2?*!WXKw(Mk$r9JpMr*Ck_O;r8hNPr@N);OxfY==
zhl70w;XV_uBHJ6m;juHSHbNK|oBkZ0Zw@9$3hR!u1mNAQ#AJG@2bxDFx>XGJVPKa`
z9mwh4+TGO$->%<(_$@K8V&vzPR|1Wr>W_xI;lSx5&wF{mG%1KbF0Bn+b7UwxDV#vg
zY9dIPd_U9UL1j|NfKpQcIymTn(qGC`GkNfBOsU@t;Wuv{0G?-l1H8}t26CVI4X8Zx
z8<>6ix5DBx4>2S5>TJRZd2c+7S{g#FG{_Ec-0&(i0j;vnBR1*n*BZtalteHv;Q(H@
z=O%+6F_u8VMvNyTw1`|P2P9$~6$!q_(iB2Mluw<B1Tijo3;<Dz(!qTwm%@U3$W1_{
zQ21%|9whr$z#25VLoOGgV^9a1U2Lsv4IIKIu~_BOWDT$J#HpcHB1vM{<)_FSf@4!8
zhU0kpvO{wMPUD8@SXP-swp^;b;af6w_E64GoE+BqlrnVFLwtN1Yq+}@g+Bt<i5%VX
zC{Oyd1t<WA14^npY6rD;X8=D?v{~Tbw1b`U*p@lyme{OV_?GZ34v4UB=(mHm!f}dm
zFoA6sZ2K?>+wAQ0{o!Z;yh~Xi0ddy~_W*;5Ir;~{Z4t<oM#FT`6-^4|G*!V*E-2K<
z1q0T|E|>`%AqItX*(hh#K#nB0%~Xh>8^wzQ;AmIj_?Y}mf`_1b0Tiw`>H_r)o?pl#
zOXT+gZ}ri=DR@L0dIYr<w7urOr|NAAn$bmk$7%>%e@rG=HH{f4PB_5?!XqNR_yBdt
zjUsG^!bpL5Fb(H;g2fIZxBbN6-lQZntLq4*9$Bu>#0e9lS4rNvR4LE1cCti&Sq`m{
z0rpX`|L+7PJFEuHe4X}NGdwir>Ci$An#_`RPjOKboXA=f)d3(eGlB0a+T`2;>YDO_
zrA#ux_jVAqpb$NT$`t(0<O13;CBFe`PkzUzL8lnfKudBuGN?N>l+52FLB2EG)DO}Z
zKQs_tlIM}&;w6}tgUL&F)z)Byp2Ar!XpP|069|L}D_$f>dl-j7EQcH4<|$)dj&_F~
z2dP3c%q|aQ<yFmFFp&xO^!C0;4<*F{u!jNOOq|ziyMFW(Fqia#&em6$Q`z-Ep<ZJp
zvFv%7K?(}FVE$JHl45P?V(A6QRLrIN+sKbPe;b7uUQB`am*;kFGWGs_NiS#Kgil>{
z!{go~#?CCyJQRU`6CEG++Psakg~SAGf)|}3;pf$&VY?H;OSGC(k`p|ePH3|-PHnnh
z8^m#7ai^<R$m@DtG$I1YjP6W&Ob!bQqtBFQxd!I}poUUna^|hYaF-0zv6hM1n3psn
z;|h!)I~q0F<7MG1FJrE?TVEBF(VKPS!D$&_HTxk=EPHz)yrD&bKOiJWT7U=PXlECI
zn1i52KF&Z1zhi`3uQ5uoeW0GGu^|rL0&S9W!2aBF(r5OlyN>fVz_pPX-|tMJ`pXs6
z*%6k>2e%myfrdp9TYFf6v57@&-JwR$oJGav7}68;t(dEUPS2Q6paHh8>^dkQV+bZ~
zIusLfXP`bbC+P#UJO0LxJWpYO6QAPo$C)KpduLzbzJM57z0MBC)Lx{DyJ&Vczbl?x
zWbR;vV>r)y>M7-EF2O_-2Xo+LW_%evYYujc%t5L}<AuU(g;hj)Mlh+SJXYNmI^B<I
zH%x($F%G+NEXM=(+)A&McMS=KicE<rz3FBB2>OT+*nuI85FT0f*mIS1r57lzJ4)06
zNZYw`af*imaVWD+F)JD}rTW|IZdQr3)hC(LOX)0bG`o+ujXA&MGDOvee?@4)bF>*!
z9IpRlXmc{L)8LXIUJj@Sm@eJ$AWj}B)jJ?u^moQu${Y{S{<dxx^Eg<`TY5nldstMp
zR|A|i>;`w|WvSJa=Z;=`Kc-%@RL><B<oG~i`_APGQ7+b`sUEfK1eMc4I^WfH<BVQy
zzuQO1iO!zRskPiBKiTZAFQcIX#2*KUL<Px3zk?lm#)RsG=2<vR?1WgW*^|1E;Zb>;
zW`P<e=X#?SG=lkLZgMAB`NSE$H6F82{f0AJA3lePB~;<g>*S?~Pm05Z_cGix=z7T4
zsiy>X>YL}FA>k=udG*2OJ#5s};85Z%c<ROa&BCw$_FtW$^xyt>k&=mjgsYn;%csEv
z{tL3)AIKnzzs<WWs_O+v)&^5tUNvSj9$I@#H@~^9(Ag*O-Lu(egURQyG!;8}ICav}
z2g1pI1O9)H+NMtmbP^D<W%Ny8+2Kt4SVhiY%9koxD#oJLN~($R#}K;uCtyPgC??kW
zrPH4Hf@Z5=#x>W!PTu>GD&k2CkWq1p_IlEK=GB!)#zayxHr~}*Q;`(&K#3%A>RY%8
zG?hi*T0LIWf?G*o5x&x&Ql3*Jvx9eoj5lljWP=;5c{v^?WVrCknTcwXEX~Wv;}kC}
z*~+i&vw4keNtRU`cQQJ)QnZ@p&_88sYx%5ssfO6cU`bcXG;qA_-#9bH)c#+FvFa1^
zR3t{?Db(&mld6;vq?}MpDrV(AA?UQt;ininM@snclH2^$3g*-b<`}JDie?uh(H3Du
z^{w$XF|JTN&qAhApL@v`G6$5tX4}O$vRJWLaScOWnk`EiOBK4&N_-MVFqyV288ZJ<
zBNXx~`dS*HsC!~%g3=9PV#ex}6BwWrnV&#O(`d{-itS9uT%ev1pPMUJdqmnAw`0;9
zVSNrGD>=N~mdm^_jhkWm4wrRia#hAXFI#DxYJWtE<Kr~M)n#n)wY}*KT%^y}Gt^uh
zskYJ{nb#V6lvdrJ8!kj3y5A~#FCG=}yUo!{NY9<9HQA0+zuD1V(+YoFmWfn~jz|}g
z+dM-DRTL2sFItGs@Y5r2yj~aAEUitFR3*{<aBz)6_|Rs3Le?Y1Wo8!+r&Ef9@GcH@
zFgWS<Zq%+<tFfk!eLm+B7Y|u(wTzKkQqu&^z=!alfC6$}YLtrBhYV!V;^H1Cqo?8w
z^TcK+W?H12ayXTv(po1EXDtQPm!olHpFFMK<^Xw4eqD7Y7qzbx$pI3w?2r^EKEO^>
z(p=+ihTSEM5b86vWq)}_qTHjix;YaWA+e(tR+yP_XlWgf%P{Wlb%vd1z+@*+3y>ZO
zKzBwI-0P^1l<ngEdu!_tHrI8qcfIwc_c-jq_x$}J+9l=N=xJx)o1K|ism;zbW;NXh
zYVm~{?oF*{UJnO5I`WGQ244-jH(OCq2kPMSde9!#{n0m?T)w#2mvQ^3oBA?ZSSzPo
zhEGl{p1q9oy$O92caZ$4qV76b6+g5HpbAR!^P>3mtRl?NzKI5t&mYL5ICAZQb?v6D
zRu*#p{!5uO)14?91>&TG#>^RM|4H-w{UhmauNU-SlV2MIr0(DLU{5vRO_bzwYl{pj
zfY$%i-wA*O5I*a`ir#w$d#iASi1Ca>x#Jvdrli_Za(SNM`;0J@m+4At*YEEH-Eaq%
z@0t<2Q<(lUxjs`Lb=~2P({!e$SXXr1M{Af+2Vu9q5%&Ey9NL@Lgb9>S++^rSylph0
z^$owZdpp>ZqP(Ao-h!b(Ufk+n;ESu>j}z%`?GJ;Zcq)J$|Eom$%^p-TZGvkFf=5H~
z<NHA(W@9vj#hq>=s8PYL%&Kl2rMv^jQS>X0HSHfyfF|geen^LZ+-i1)QT&3|=)KsB
z>a8*5koW%cL>t`eLv#iOx%$K83-y~kO0rBz=4Re-i8xc4(myY<FZbojA1Z&WELE-x
z!4Z8+yPW5C$zdu)*Y@PKkY?M}DTKn3l;`j&9V}~)b@#?|K4ydSm5(eol6OVK)`Z-r
zH6TI!hRo!g#1K2^&<g8MP_NI(I^m|s_Ms;e2+<nmoDhFr=Q^CjvWJGG1+wUq|4K`1
zyi>b<clC$$C*Q5FKU%$i?+4jE6mdO`dpRw@+a=oQ6n*l$v?$eS+!3^ZyfbgNvDDUl
z+7#5tVoOa>ya?fSBu_rFAZ5%thhzfIHvYX^tI5ZPl;)k<_HYmcwP(sC@8`f}eEM|s
zEpV1rq}0|T&gbBrd7;*eqCn1fF~`$i$J+w(a$RI=)}LBd?yh3UI4w0{^sZj4zkjg$
z`0r2dul~4cu{_S7GQUCIVcdvbVu>Xr(z+m0=u33mxbHug!<8v#!Pqx6$MQo;dW8F9
zQ7+^CF<MKqQ1vlSS6I>%4)$<%E`TYHr9b(sKC;Y&TU{R$KvW~{YH{K<gBK?)W#NLD
za#%VWM1QvO7R7`9Y~@{5WS3sKkRwv9Vh+-rt$eokGK*>4HW!Be&Q8$IucLD;U@}|L
z&(!9<p=GaHQ?MoZOzoo3@6)c67I|&DPI^A&HzYC5k|piy;vPUw0Uxq#s1BE%gpLr@
z*ScW@04Ci>A0%Rxdlwz~u8~dE*TUYOZ&JNWQ?g3wMqG;{Btsbt^8HJmwPiLLGi#Sp
z(<?J)i%cYca?-vy`64Tys^q*VUHD6{=BXmvsUq7kDze3II_>lL+D`T~SEkqerr)jo
zfT^2xVu0T?Q+)vVIa`Ix2yUw}oyQ--G9YA*`<+(MkK#m7`I?i!+MNy|C3&8{R;gB3
z6X?Mu@9?T*E2HkMRp~M>2CHk~-u|GovpdvP7<bKBy&Lv|J=|MKmCIbSRd0=UYL5eg
z4gz)+K4lW=ySeIG0^^!w{ngF=KCTiviW?ZxO2>Dt`Im1fM5o)X(an%5yMn8%I-qf2
zb@<D<YIXeuHm$YIa5QKI+@mO{eWPX+38*pT!zV7fUdxX)gJKIOwV+-5u`}Gg0rGF}
zu6bV*-XE}u?MJ{C+mAprwjY5}Y(F+;>V$ovc@b!z#cKtu2|38b&byC`^+h`tC9xmD
zx>3at7g*xk3V^b9AD4_H9!#!=iNvEF@uuKii>Q|BLmjAYfI`;DcnA#0K`o2&7Pvq1
zhjeQcF+3(AUk-2~PeX{<5bV{IVZ7n*bXq9K?vzK7cl;jQss~8<eZLvL04C-L8h!lO
z?QEm<@7%dZbPSKV{$ekT&><UPdjz7mv^jU3CR6w3Dks?7cIL&aa!3ogJnOtQ%u8uD
zm3aha51B_0UwP(H;LbBIN?m&9#^PQxFOJGZ(TG<gAl3AVX2`fc%;RlH>Hd&%P*Vr)
zn}dEEuQHv)Ni&V$EEVJ_)Jtf<JD({)W8sE6_(>_TH56roUz7x)eZ(c|8BwfLuVj)s
z6G^avH;jQbZTJ?vwhC6WwYOIb85tAhPu>zG6Mp5b)aO+?SF_4%yRvdsR$Vi^<Mfte
zj@WJ09-6#>kc+T;8VL6`1L5)wD2GNvT$tB%EQ)4UPjl@FvQ{nPsg!2XoI7Pu5oA#q
zU5`Sjhjk)B6K%DudMCu<DiJ~1UGK~-FMjF$`@ehq^kRAO$)aunWN))zVXUJRNb`2>
zCj$1BX)AA9OQHi&N+e5ucp*^Apav~UTfTzY9qqjGkvtADL(E1w=!l7Kqye1F81T6W
zt!eR9I@a_|Ix0t4rAEi125pUTm2`d6Scr`|^^O2RhgK8kqXF;KyEI$$E-@}%T%;^U
zB$&zww**c4Ei5L|(kL3=S?^aY*ad;Bk4Y~@tj{RuV3Up?NoPh0{ZJc-g0YY)iNLZ6
zx+qsVA&Ss~imWIlrQjH|nuv&kL(LMB6Dq<95WC})Q!9XJ{+R;gBA89R@zVshUZx&0
zHEAYRKF;Xle18n86=@tM)#1zRU`6&QCw2K20hiHPD6P0C97NPWa@q?xo(RYHb@hRX
zy1?3wOY_Sj!LOv0Do7ywk(K(lNr+lNS<T{z1FgyV?d=)K+>uYvA?YGY0dWR@eq}FZ
zwVC=NgJCt=+Y6dNiW*DNwexYR%Q@mBva)3OI2B2qLFEsva1hkYafe<~oDGISkf9MN
zY2=$dPhLiyAOfe)F=;*ODpxB;>#+(an9`=IDE8m$1;Y;m9Io68G#mdoHgN)i>a#~t
zFlvW2#o6nRdQE8NYv5&U&Q-}S{=eBLC#))+mWO>%5sN8+#u8G##&oaxP3*mg``$40
zqCNcbGV{g(pkA%w;Pd(BKF&kE`eUy9=h#L-sG6N84#mM>+iw9z`d(kr5ti_jH^QFo
z3x^MMVmpMB`2|1)+c|NMzwovPVXvAf0To=3sWZzFdCzfn^ZbmGR^0{$&{wwu2>e9Z
zHivDXSbu@~uSO^zK#_g2IGXZs8VWq<m+pqoz5Q_HLDk-iI*gbfcu>3SMqap$jHAwr
zS_H+@Hn4jG)E-S=P2{2L|M-g=)#^9jeB*TkbObnfUwabeU56(f?40!H#tl#P0m|m>
zcwc{mKecbX>pzBrHdN%lbl619hm`*Z-u1tZ09;;Y_FsBAZ2pbd{1?N6I+^nM+Uq@4
z&Ed_@a_o?N24HV~UDa0;no^>$$U$@ax5iXsYHn(FYJO?~-}6(8Q?vi2S|wAxWTz77
z8dQ4&Z0sRf>1GbT`sNS<i|tVtqp(K`u6cvs9f(4jI~Ikl49X22mB}7UQauJ4jn70?
z;zHU3wVL&knt>`M%p#Jp9uB6wa8TvJgdrwL{I<V`x9+8m)r^`aM(u_*Y&R0)R>m)l
z3*n@OaL)|lo=3y4#ONE0`pg3ip78rkoURW7Ol0J+ZG%Rp8tEH6)Qbn=7F=8;8Ztc>
zs3BLkbN+%R0ZeLbH6vg`BC$o4JZ9w2jynPDTzueodpGq<a}zT&(jr;zShE`J3y-X2
zU^aoiwhL|sJ5NXOw-5pnSCx+ELBP;P?9fAM>Ws3~j2P8%phTHaLo@F^XMPNd81{`?
zeVfq8sqkOPs<*53?(3F$#I)AMpYA<x$toBB{6<vu^?1VhnlRAarDEg9HP4Sce3=14
zb5FsTD>u?~d(a5_sz&VVEug{=1J1=AQassh$XG!N9$fbxnu%@})7v8co5z21nDiE=
z<})WcYj#M@czPFdLDgRNB=M$BLP~!d(*xP<Tz<U1dV6C%wmX;*22$_bDp#Ej(&hQk
z2{Z<q*|9RNlXZ#r+sT+$^(^ggAu~!dyyw=Kk9E43*W4(qc%m%-fgAJfold_qlv`?3
z$up9z33)|7q^{@L&QTZQ6G+GVq%MM8O8{dWoC?~t(H<mN#xmqr4hgn2wLL8^KB9^^
zceA8mb6zQ=puiHPaxyJhB^A_YIKXa9>H54$=ONIaQCd8@V1`~!f=YXb-ysl7gCv-r
z1(G}wYD+FAl+zZG8m`U}PnCn|xEz@}N0)e;-s`+j)KU<0km8aU{;FJYBUpw9d}u~K
z|J3cHLB&qB$7P_LxNjNCN$qhAe2G$JcApR?0h6c9Z3KDU-|PlEerq2PLq?C2(ztq4
zm+v#t3D%r?lgeLHb<uT}S?c`O(#qVT4!pVrI(6K<_fQm4uf&0mC9JB58nerDI_YJE
z>;y!r1I*WnS=4w6MX|0Wy#8#gZ0N$iTl=ve*4hC~$rVb6)YnwzfInnBmDik7vp&z+
zyhaGr7ZpGTd_@cN#=jy`>{nfmbJ1SVlEUEIeUUD1BK8EoMz%V)SjSbl%slvYy)LPc
zk(T0BF7vas7rd$hv{b`t4gPszUKbf<&K@vX+DV^f7>|1q;!Rur;2t~rs}UIww|0Zp
zQ+l0jU2N$-D!){;ayA<F^0Tv*x;Y76redXTH~TZnK%d`c`y#_+uay~hv27lz*I#T#
z&r~ukHJwdme!-J{blL~6t`FXhFvXFdGJFvXl+`z{*IWqH4s0n>6_LUGHqUYQvg*lI
z{$<Z{GP{hK<;G566HGZDE8lc+hwz>ihu-q@!s}6LI?16<bhBrD-aydl=QV2q>9Z^P
zl*MWVRvp|K@m-}}`uM@Ox5)R~3En4O;flEDEtwcE-|F-?8KldqDE~Y$Q=$lpoQ<Dl
z{CBw~uxGjoNnGi75(lgYn(n0?ujDX$==pZg9!9PF8S^~L<ka2_dk8H?lzEc^q?-YC
z)#<Tu;TuZ*f;WqA5sCg7N(uO7RHFDD9%sobZE@V+(itfWIj0~e<_(pJGw%&`N_~I_
znE}SUPbB@$e_3L?k9?Z3JD|y=;N{H0q(Oe+wLCTRIyLh;Ml&z{Dw9lvl@4Vo{Ak!>
z8!zp=Tw6JP^EFi4XR2AK<pWkZ%fu%KI5`yJq4eQcdwKY<#g~q#ZEK4!iVy=IQslLb
zw<xZRT4S{dODm`a7)vWkD4Gw@Vci`y>$nr07W70_dNH+%5>{1|_))Rqo`ZAFI=Dxu
z1xWc%pb1FibuPm}RRUuUN2wb~T$8F~htUrtev|14QVP{FN2n}FO!E~6<1CLzbC4L?
ztPZL@X!FU|AQXy8v<N9pwk9FPsJ1VsQW(>xMsci|Q(Ct$=7te1%2ksp84{C3Pm6Ah
zs3T6MXh;kl4KF>O529>HymA!|De^c5enxXB8$gx0J#GtB!l<<BGhR82=!9+YFt(Kf
zCs0SE491OUTg6W+dFBojyBImTiIgRD^$x0^NXhetsdNz3;w&9SN}+nluE`;l6^Utb
zdOm={BC$CVrA1;C55sZVi$pEs>d+dD!Yo&dQ3xi}WTaI8mZ{B1F{-ZV$u^!n*?V?E
zk()GgcL3WgcJ0JTX~AJnMTX<CEf7bMm1R(crYj7+m31O-<h1Fp(P8B6$lBf22j8yW
zfA}qw8gpHOC<AU~bWJ%ppD8iC787qLmL4n$W%XS|p$x%`D3on@5rsAv&nFQJ@*)al
zR9-}(?97WOl<9d9#kk4<mVpe^Q!K1j1qrMYtNEs4Vtz?Xl(CrS#oklKZo$dqrdq{e
zK}_U5Xf`XGa>p!>*gMLZrqoWT(QM6$mg$hAL(I8@T5&cBD{?n8(iX_cNUM&Li6jmp
zk-RExHUo}bp0qU}KsN^vz_p(=d9l8y^^~jd>E&vAs*+{e9V*L1Sc1;iSJ>cmAqESG
zZ~PID!822z*LJRrxtJ<80LS@}<7eYYh@+4eCUz>KJ|9QfMs&<ym@maNqHwA5*O@CL
zblXjeWy_s3uS{BVJ66q>Dj7GhJN;2_LT7(SJIPu!Y<EJK9L_MIF-9dC{uqTbj!zE)
zzMEC~F-6XJWYsSwAg-~R7j(ZeLLbM0P<Mev9BF?UI@W+87OMLXH2f0R2GGmW>{Du4
z99}TQ;!cfyjc~UrrzJD><(NXt8+aM1MI)$X!$K|~>vMYsq9^*4?jybc*U%%`J;XWW
zbPcEGHq}jlNs5%C9*_ENfICwViJ6I*aI%h2b&My0QcWDcxyeS2pJP=RbOYQI@!JJ)
zjzux-#SeU$&6Elb0vHd8$eP0u9jf2gl_VXj)2LTk@xt8Fu!zw85!ob?H=1g#<~<09
zLEXDU)@a`IU08{b#ybQ`ZDn8B3L(fMfEA)0y9jAH&~#&FDLK9@-3jifLre$bhgveT
z!;OlfF&nFVaIH!WAoT`XeL{c(#l4@_bKvakdHS2LX%`}>6?&>BfSMcV-7er7EW7~w
z0{YOs!5dlYnwlA=rvUqsm`U7brB~716?6P#oyJLsiFQ>*UWeq~*783@#$q*~NCC<u
z`nvW2)CmpPvCDbfZ^?e-+tfH(*&Wm3u3rBc`}L>mQtooKFk^L}vpa|zi>q{q_hiF>
zIb`je;w&a>Xli4tmAR0mhCQ|`apM@+g*YhLoZ0)6m|kfBscOg_SK?dlIb&lGzTzw4
z;Yk=-<}`HMO*Zwy^y7FT08Rnz?tydAo@x7%R!nQ?j-WKi0$noFMZ3CGP^{iU7@!nz
z8BkknEeBEnb6H3wlWPc0;b=-y>>&{r&PL5=6)0u0<&NlPI)U6O52fZ(!h{d1kM0N0
zg8tB3A3P18PQmq5V+O9LW(C>dGdtS59uQUc<_`9QUAlAlQggpzlSvrxvw+Oi19u<I
z#~&_)g@}N_-_Z)@x`9&6xJ1)jOPyMMF-}5Zf&!d`Kj27Km^J~E@Yl_aE$<dEblM(}
z|2o@b?8`8LoBO?Hh}#}dgPf6!3s&SkcKrk-1tq<t)W9x!1|_(<uEfu1mO&7aODJ+8
zH3S+N?nA=S&~QS;&cKI<JVGddZ&o-68zSFscV985ta@<<)$5yxkG4B<tHPjJAu#Vy
zAaMVZOMtzFlwjiy_8NZI+X#lcVH@CQObM2c;I#^LQ<(IJp7Jw*2UF8E>_SFR8Atu6
zybXT{Of}R``bNf=JeT;EB%f~H`hoWCo3!(t{ubB)1eh4XE!7TwYevSVG|5<WUoPHz
zu(`E*|Gth-nVeo;d-&+@kMDhZSBhL!BAm_GD%H#**R=D+C!OdCWSo8UpJw~}+rc*c
z2BHsOr@Y<ucf9t94EsEB*9daUXTblYlU-uqGSpK)za!6p&tb<|sqowTxS8y<bokqb
zejTf2ATFhpUoEh$-|2?F*u5zKR1|toyH^q;lB<Tzeb{De-Z7I6f4>>%(02{#WA1YE
z4qq`5n}M*1`L696e^+stH`(?vl^uicr7HM1*ug8JgX5}fg(1KhZf&gT80DplDyd_B
zAb7G~$2i7NZop!Kd;RvvR(MuEx8nFU9D5;2*6fq9h@l~>V?Q-*pfdliKWaVg2Dh;-
z-!Yx@S%T<+KO7DGZn7N83tC)`hj<6KyW#VkdOixfxY6x(On)dhX>t0;WCf)YC*wA^
z;6g;l{XS8=9|HhvM8ij9Roia^coPVXnlv6EfORsVRufTZVkA%B4qGFh{E1VY%D1lI
zOwfxR&ZYyfZ2a6BbXrd(tJ#vt2I14d)nc3~my!e*!%$bOWFa?#!A`J=`}fI`JzD?Q
zttXFeuRoeF*#J|_i_K9_Cz~m#m>#s+8DV|3-QFBEb-JRaOr%?Ty!Pb#&0DhS&y~;d
zPNxY#lvb;wGp&_R`t90nooJ<eqDSH02rd{gq}IYwUpi!|JcI8snFF_kT(uh0_&*jU
zAMEc9!}{v_rY>v=;>T<An)v#7&OlP@x8$WP!F==Xs%Bm^;%^7tp^uG0U4G~^MP0j2
zfF0PbVQz`)w>u&Eya0fQl<m(2b)n@Xs!uW)REk^ZM8FjRGBkLhOE^C^8}9jsqv2}5
z&GXT=nR1I>6?cxVV^h~@$*i+jkY_Sor|%E;9sTK|Hcg~n!&Y*Wz^`;=iw15YDa0DI
zT@3ryL^MHtzv~9TfzjC(&3lP#xt~f5o<y?bl-VfX!Vj=)U`d!fPj;+qwax^MySW=|
zV;Ethf^|jb{GZAfdGn{iaQ0qw4-Utuhs@esG_fTbjI!?UBsT{|(`kaimM^Q?UkVDo
z(TQ4^6R?MMR`@T+C0WPqH?1<#I7K6f^SFcCpy9&-e1P8%fx)cXv}it5$!H%NZ@0%*
z<-Xr*wtX7`rD#^<EO0&wy1<qm_$_%2$7b^YJENd&XEV0NR!1*@cZaz`SN%`pn)pF@
zyYoyC8OJu%gWx&Ip=1UdTZ4GtC`raP6wZTm5Cz<}aSvRy25{rzOt9MB32@`7t6emL
zRf=$Xh(i$YQ6L-BiHep%PGlb)il!EQCg8WSo*ctPv!|Qz#qdriFh|kS8Q#a@=?}n4
zSF318=46PLcMmH??e3)fL4X8`+8yk}ZFO?Nj`40dkajN`)K;SS6jn41SP7CFgQAwV
zl3`8^`a3x9PFTKp?_9L7XB~Lzt9yh8uKR1^)Xt`&Xj_n(H(E(&JaN)^FFkRYAtS)N
zqcbjAGBeAJ)U@~=w88Fk{~ol~aX;4!Cf7%!pMQopslNJf?FmGijVH77I>Vw#Q&QdP
z42HXH<6OLGUX~<lA?}8B7KLw=E*S4;B|*`fE*aeJ1b6*`jM6f7za8$Z`NIvkqL&4{
zR6aPGJT;r^GOe`^PYHv@vK%D8DA6r<I+3`+F4I`wqT*&gC|bg#vF-*h)KA?bWy<u|
z(T?;-(W@v~eAg#$D-q5k-}T`HOp+GPa=P#D`|W)?$8;b!l5}M{lpR}a{xphRhLvf&
zjS+3gbVHPBJnS-}Js)yvou<sFdGNOpjv7*#!gWYD!b8Z9b|6|diOOX2*l&{G09~*$
zZM}(^eFH-J4PZ&iuB=R}Z35-^=}2c(W&+p>pPLpd^VWPnduz~X8>wAU?a{U*)UU5L
zX@elOFRFz}(d|MWP@?Z80b#&nXJ&lT6^$23a|b>h=zl3#(NLB&-;Qt{f<qqws3$00
z@+4i<FOm~&0HtI_I~Sp6@%bKnPxMVom#GkTv#rqpTbGuMvZ5U$HaR%&M0Lo$gBNRq
zFp8c7)lj!YQ7I+i=HKq$>;J<6^C*&`D3OU$H>u0z&iXTRW-aPwM|f6W{r*mgV!CN=
z2N<`q1{F1no9xc0Z_Dn>C)^lyhn>BybVSiK;pVsr;aA_FqZG|ziFC1;c%fkRa}#}k
zkHi+M_8Y2OmTrpWp3DTDkRLT&j`*Ty4bGK}P&U3FP{AZ}3+~B<v=xgfrjA1+9P@PL
z?M%ed8$|+Jond?{MAK89E;6!XzU!F1{CnoQgVV4OKqrcCia1I+qJkJFr!aig7K<nn
zj5l!uC2wzhN5zaeic{xsmbX!tE4~>*{UILe=C`1Vrg=+7y4`{*cFPhMq+`DyLfuSf
z9A6vJoiFZUad|BFZojtL(Zo4dXYp`Q!WqppzVgJaaXr2{j@wU%!=+fN9C6gFj*B}j
zj(Y&NeNu;bj8ME?ySQ0#)T9gVy82FKD$%RA(v_FETez0Q)Emmu6?eIz=nS8ae(uT$
z{lK)J5Ul-Rt_w0FWiuW3nWVf;uS}{vB$lq|H&?fE<1x<rXd4}$=KgmWxk_usoh01<
z^IVFtz6-rw{|?^S0x6hhDjdgWU6;n)V(7AajYI2e5Z^t;t|3(l6|Loa8Pko5M@mb`
z91nOEyLG#>y{$RN14+fj!!sU&Dh5}l!{L5hrX<%*QvJ|e&DWW{*?p?=VdeeG-z)!C
zxl!p>mMed&tW+LXeulo&yOnDIa+|GuR(YrLpDG_z?n9O7(@L}Qr1C#k8kMhs_VL@w
ze^gc(pr{6j;XhSAu6$dGDu1j@VJ*3BvOb<4Qa=YN;;>nNq#3a87@?t@M_Zj`G!(&9
zP!y7T#d4qyaudu{=IOi-3I2XjJj|&HorTbr<BUvtOEoQ@$-7OggN?;ntgBW)+v4j-
zn0D{hqFsNXF`G|Y%IUEvz~!^K3_A{<(F)q(64|!{S9>>~&3Tx;+`7Z@7ZvQF+tkI#
z9T(_+c34n?i+h6*(^HgRfU&?HXQTaQe)5!OrF>F=a=sWAMMDWLKiW|Y%qP1HS!hsu
z)(M{H(_9+$vDd{VO+JZ!Z{Q<JeNJDXcrG}7foM#a$?Wt6((j1VDm3%s^{Qe{!&mO-
z<eu7ci=2!&Q~6(#L9hQaci!dLCtGHXegU1AS+AEED6<9t_C|g3Pz1Ldt*5Y3k`u&B
z%v;{WYwfT##6^8tYd4*FeiutkF4u0~ez>-^z9}c9G?UYiSK9*TboLjaU219PQfO=w
zLQhpqaFP)_brD$!p301m9Bw~U=Sxj-2Ra!6WW-MuQRP=gcU~EEM^O9j41b7)X&<Es
zHUc0e7)eno+Lj}IoQhrZTf4FN%VMr>zah%AE*gFvCzt3!(~*JwHiH5>?hnFE7*3cg
zf!}0PIW!qXiAZNox6`L77PoNR3%ZX(!ok->pJWh0QIJAqCbL>ZR|&fMo1Gm|Qur{%
zV*Mvb_Hr{=f6)q*XYJgALi_v{A<p)E)9dNV-o+)PX|Hr4pju{hEYnrEH?%!xq?tRS
zybn?}w9E<8{mHUcjK@wpZs+v4co6oxtS^(>P!K&qZN=(|bXE%4jD>Q(^hdh1e|sEA
zccjPF-$tbMy4{KIW7B1Q9N>Z{>O7NC^M0y9V%vyx4x8i?U~?Cq`(#LE(BNt}+O<XE
z={`{xK)SgyieQ9e=@!`f|Ji%D<u;NeZICRAB?&6lxw@;S=a5}9-Ky#(k~k0`DXS`@
zM5-iB>(nBvHS@38uTCTqBt{^>Mgo%9_P@p6>?`aG?A3p<w*MpS?cS`}UhYHe=MmwN
z5qSU-AVpG|M0bgq86F-U9+93AehRqHs*1^(VmenPOJS?fX2dU|epBFwYeavTW0URf
zZ@z93l;xwJjwtS5nhphxoaIXYPX@hGXPxRf?_`4Q98eJt+i$bsY=`=9GXdkCQP~t)
zLerQqF<1V`6X?6lM$?_>f1e3&8LQN^F^B%yj=Qt-V4oLC#`}W60$KC|IG|Wkm5m8W
z5D;(Vo|v4;RQS{z;?!VO_PIeL%8Zx=WB%{NUG|e@&$P-tSr$3i8y!*cKSU~#z%#($
zvE_z$TYPw)<2&{=fIG0J-}nYu@bW{VI%&)S3kb%T79=EFmwp%V!UBWp8}1jdUzt9O
zSq*2+DhuP|0d5s>#+<icwAf_wj45gXnldemDj|WG$HuG8u~G1Uz@#`l3J@5n=rUG8
z5fq#R^iUau8@{lvajh^Jf|eb8Oph+(+Zh!j6ott(`o!f)?<-?wF;L8PDg{l_=f~(Y
zqp`hjQrdY+&MDF7DWyA>ze@@o`@s=Bf+(7ezkeys#C%$e*}&cvV$PdOO`|D>5gym~
z0$R<g(J{Ul40Ok9(+tzbdgGhLAiL2w%NSlRHT^<T@c)c>-NQe7+Ns6hI%9yR$cxBK
zXuQBCK-^YnaLoiW?13p9p_a(92j84*ju4P(zB2~dY)RYjj91JkN0gN1`;x*rGdd)N
zEy_hj5t=eC@ZjY4CWXd*%9Syxe2jc;T%N-8wC`3*C(IR1N+(3|T@FvO>LYM*ht76#
z|HKyJe~yImG)Eg_rdfm<el^Cp#6aG32by!na>a&<dCeH_pbcll%oraP8^*d*18N}L
z!J?TQ3?w_qM_<9{KkvPvlhsg`q4SGaMyWqG*LmxqIWy<Q$Ew~Ln{aa3FfW&>WQr{j
z-lfPDhT&n=o@AW9qpTU(rSb%%?DCIf(i2Km5cIRb%%jz^p+1$!{yK(a5vRswgT`k~
zF&&sA|0$;f9W98-60=LC97?69J+tdw`}<znrFan1>{IXKAaZ}t>o3pxi?C1Gef$_|
zeE4(rrNcI_UJ1swS$t{1(X#R#vtHQU#@&0r0^~_%tpF2jnDGIGy7=W^=1pGD#G5~B
z{KbbT&f$0RzW5Nmond1caq%A_GKwQYg}y9CSM86`N(57Uef~2#TEnMW{PKT&rhDej
z_I)~k3W_h7ArIc&%i;_6cE;}Ve8H~a>vSJUR<gfeHyEP$di`hodd<GKnf~>Pzf^Cd
zjp7Rw=khywUwnby&ahpcFA!5gUn1e5X>{1$Nzs=`KwRQ45$*N_jiwXwW7VZ!YbRs@
z68A#>RaDWH{S^PI%D*v6*;6H!S?TK(5YzAGo78f{@#Y^>0Fs_JX_UlVZ_-+_(hfN(
zEu|&$Nuwy~#PfG4*laJJwD!`H*`yI}IrF4-KIW+NPX;v;@-%;&0hY|m{P*dQmXBvf
zqj4wC46wMDr^yC(XR(~pO_CTOo=?UcI}MXa>|#z@hBCd0(prk=$VqD{nG?tCJGTTk
zpSX`sT7&UKKHnQ7l9ALcL^7r*`v3RSDp*<brb1iJj{iIjca#-xDrn^UI+X^nF3Ng$
za~chRHnQAJMQ&xan@V+*#qPHT9hT1|a{pQbk_i}3acN2p3nQFFP501Dgz*%X=6i1;
zgmb=~veFc57Nky5Y0g#4y~yx@GN-)_V`UOD>9@gRK2X_!u}ncG=WL92W}tsC#w-RG
zWdizLCJ>y<;+cO;@g+kZVn-jCJTU;`uH<G93^4fQ*-14s+KZ;8i74i6ZY7*I=SB=J
zmSEm|Ct{HCUYPuifkv;pDbZp;>Avpf8y~A+4We4Ud}WMZ!n-`BFmf+XDUAHfP0ow7
zw(*?734r+fZGL|Q2I0>gMQ53>m?%$4ew@G&OD$}!>;w)gQL(wC5T!|nYEu#jkVKMT
zbC4xON>X5xl>*3&Q!z1Qrj|DekwEd;W{L;Sua=sa&3p$LFeMS2Ink%2*Z&t|j!knN
z)w_)M-lWdj70aal7M&`uE7s0n?@$NAf>PcMN*wwwN4AvdYNs687*6BGsN54<6lIv*
zlPh#aUUo50%YuogU}C!NFXcto^NZR3uKj&49r@C9e(&Spo%dwp*?s|j6HELN`r=UL
zv~ZD+>t)dExq~5}3%4weF=Qf{ITI={$l@Ab@n1b#IKkL<C#ct}jY_RqX>L|(oxt;}
zji6CoZ*R4>0&lb434+a569<@dHmdb{V|`=Gs|C%?_U5|R_M0s}Q)0Uscv~&6Uh^BZ
zX1nV9TUD<GM6GtcxgPk9U@O@4Tg{Cs>aTB9H#cgXW>9N(DqgU$QE#tv>c#Df*YGz2
z!1(QItJ>&Ps+~rsQT6I|uif@Gf@Y)9@++N6tJ17CTAsHV)HbS}bsw}<gIbj%1h*Si
zRBcvUTa{*|T5UCIezS=VY&2U{FWAE04IJIs+^W}V)oR_Vtv9{OR%f%a;Wt6qR;{Wy
zw%rOg8jVK1Q};JoUbWo{YFnFaZ?oE|g1$<_-)h&l+U?DtU29gG{#L8q?o=DKhVO0q
zm3pwg$#_s6tT#LLR<mC9yr8;XueUZq$ClUho13lndUYdcHNd&`%4Vn1T(7r%zp}B>
z*ysd)(5NwgmUtStYri1>K)BWm25YYGwY=UMXGK}do=V9>JV9UU)ehA!{~7oY>2}M(
z8S|wQCA@Uh@0NowhLS25&u%%@s=HA_;`iVH=^p4A4jw+s!yij~IE(H$#8HR>H?m2d
z(P5dT-5~UbT@lp>qR;%yOrqEL<vv2QRN5IFpA0G8dsO|FV;+BM9HLr!h!mPQwkZOo
z5xBFrTdtRPdLGi`FhrRW>M1awd$4o&@!s7M&QWjS3>ln6t$%_S$XqFpRW02f;|$NC
zE~N{bn$rEj5i<21Fmeeo^~}}Mo$*0=7#u@4A;vamHFff8iH<oQ;lCgv%_b}5C|NYw
z?X}AkL`JQN-z{fP9A#ai9HM1$DkvABpRiWwXuHI*p(T+4l=3!5^=>)pjL=o*+1=Z_
zkM82=&s9gC3yRD8w;$iTODBSsN`x9|j3|bi+q~u6yT9|JIMmy%mP+#Y&qU549KYO-
zX74R0$BCh$O2<R4YHEs42X~w!uRq2~t@7diaEuefLu6O?12HyX7kOt-oWsCtC(fnD
zIk)0jZ@?$kI!>OmZ%c^mIyxGNGw1QA93l-Pr6(t3QxBy+IP}W{naV`bEKdHWy4G>j
zxWDDJkOdRRZ9D63bxR$`?KB8f9zu?kiZY5l#2bU-0dNWtl-+$nh(K=rv-9++=&tpU
zZs2Jjj_72e5#@r;s7<qLQgI-LhElwUpyw<scr9NAxBDk}wZn-p)E>=q3U5s(dspBR
zy34_E5(x4UP#)V!AW$Yymg6anVUVH6pic#k7f45EC@?tMUrw%c@Sl6Zn=X1t$*VD%
z8AusQtGF|esRZy|Z#SS5dazH;r1ReG-TjQ#1iO%l206NwmP>FNolkG}!4VGY^O2dv
zqZ64kV3cwm^CJU-=GL^?BNOb96)L?Ip`I3Gh%j54Vp-!vtAe)B?mr!8y)cjI7*tHx
zhd6Q>htg&cPMH*NARA6-6zZ~c$|4}7#lg`9y8|hD67OOJs5EBj_@2r|Hds$zpDY*<
z-3xj|7Ud|<f)X<09!^Qgdi8lC2kl5wWV8v;u=}U+V3fu8XI}qhjYcN}0hK?VR4&-}
z9ACkmY=ZZE92?#yEXYWJGrti4pWb;a9{O#shqF#5PjSlTKsjU8LFVbmgsOE<g)C)&
zfF#%f@w$l9)-tFf!hgoW);K6&0)$M#KNx0!{DSx2M>Z*Reu~)mGxFu?F9*@x?Krfe
z_zs^c`uJ?Qn{M@c)uH5vhp4^Xq7R5TeIhKSpa6nOgv0s--f|Mz5KCC`;c&d+2{3^W
z%<$+nx#h@jZ}ib6ppH0Z{JUgsLrFHid}T7P;X8-sIAtLbI_-0v{3MG5G(`kI^)vQc
zbwqOP^b$&o9fJpVu}5*mCp}iQ>O{G(Q}NN-z{-%F3YEx>oeqW1k64PPO{P_FDL4*;
zzou5znXpq!IR|!Xp~!w6>oz!2ahvXDYK5awFZH=hgq=|&QedZ+$(Z-lBBZ@eeLhlx
zpschT89;B+r2DEvn&I>sASLX`^JX#tRATGY(y>ZujY8}K2b5X#2$p7uJ***VAw@@v
zr`F^`KA3zm5OVlIETt`^R&_J(U2Fz|wDp()BP?)}+k!g*ma^$zT>}$++$JM><ejwA
zxvo3^Oh{udeR63iSmY+RM48<tL&$IXWEk-onG6DJ8^(Duj65I$r%>hs`?K;sn8GND
z6j>5+t`?+e9@NTmoCj3p4a);+pX-~a#$(!+c)giu=OkHq@JA-yJkVI?9OUBl-ab;=
z=fRlfq%@@-37s4ulV!ue$0;HBdeD3zG2`BS<6-fD<JZzW<I<bUhr@82I|Ul)Q+Emk
z+TrdLIG*19xBVASckiZc$RXTv@k4v`%}PhimqWUzoDvE9uACB$b~QL99(cW+5<|=-
z=9Jhhf0>za=~Rt#)`X|coHd`~*gZc({A5p3<^2O6o>`mS4SFLFY3OkJy1bYbfuVj0
z-QDis7$?+0H#c(^VxBLvk|C?#8H}+BYd;!8wKE?Eaq2D7(9-FrVu_fwu*x0``%6iu
zqjmiZsh=N7w~yV~9?tFd4`=OIj2`V$d`djn<06YSzCq+FcuHJ<?BQ(InWs#wV`2)N
zl90JSH8EP$L0+e%M(ljgfW3Q%0nD&Ntc3?JPs?TUIIcYiAK*wT8vLv!eD0Y|MD-7*
zEE02L+xG^u@?1FW32R7~IyCc}D(Y(w$hlhoxjPI;Pv{Wjhl7Kx-Ci~i1O@D3ITry^
z%`4KH&Q;&^-<%7<V`0{sp8)NmI$!Gpc->d#s~Wr>K^-^Wtci9obJiaY4qyR*D)DeW
z1d+?@T%F%D{bA?AFk$PRJ>M<A{kh*f8;c4&n6(oY5*?LrDlAdR!l}^w`O&P^4R3tx
zQ0@<g8QO;IfiW;-szGwqo_kkfP=F7MiYPb*BM@#dYwa|(fGb0h&IHwb>&aBAz~(a{
zX^zcbDm~CZLJ*$`NkBy_l{3L51E<ae)g1GQ15<B5*?Cc`)T%FPGw&@K1;@6|+7+%Z
z0$=B^Oi{7(*52*H6gZR~CAI-$qV|R<HzIE5rT{zhm$UB%nF5aHowxa)yWz|`KW<xw
z3D4W|{osv6G%tdG9jCe=<Qlj?_Q|U)#CH6TeK?HFJ%6k~=y^M0L`lz$Vob~Yd27Qv
zBs}(T%)#6U5TpwSrg^JBflB0H3={s`7@m2pR(F0eV8xfu+Y1?dK5y-PI;mpb${f}{
zYkiKbzTF~2(9GP|)x{xb^ER#{w&z8lW6bA8U<9Dgi(+o|7xR!d9CHtVu(7K1E9UM&
z6z@MP3TX`uT|0PiUMyy0;jB2Ma#h;jU7SPL8o)*8?yK3=NtU9YLbPY4#6}?Fw@-(I
zgS$_Mg(JUDhed^jpAyL&8eW^NW<WV;kv>iAF+qN}+UCClAFO`Hx?TBIxDtjm>%oI3
z>0Q&HgJFQP9}mR&PB}o~Z|CEX_Y5tmg_TIofsx!SbASmIS`IkrgqE$Sv`Cz+6tqD1
z$on)$`vOkj%@Be%R`q62L)?cJxR-N4B`k?!a#xH03{Mqu@g=n6FE^D~2`aJ)O~ZP0
zjIfAd=uUC;AP-OlC{Oj9j92PlC&M6=#l?TQfZ)-W7p|5UkbHQjaFR&O!9^%)$o<=u
ze<!!kusF&pAD}+cDkpe%^m_ca-jtV_si1?f^5F$!x}TvIc8qhE#8W<`bjsG=?I}}$
z@j_Vir_L7!7DsdCBjUf*C&Njvr9bYve}qR_Fr{Y^aDVK->;=0+@8BS7iOteQSIRNh
zWQwpIxXZqTU2Zbv5>`a%_@ikb7YRJk*2nZp(EZ(Rr;~?(sV}d@2alA|=p<*S_9$LW
zMi7-nDm4yO0zq-7Uwo0{UcX7#T>vTf>{_Kt<`c4nSn~LmgJ6r15AjzHNA2#QTy+V~
zaz~~L@DY9uC&n^7>j%f9@W(P8NCm)|oq?x#@cI|xb(`fxi_J7nfI>Ipzf}=58Gq_H
z@Mp!*k?CJO^Sq~2loH@@j8nKLlt*Vg0q8I+tH3V!93$e+4sHX$5nPzdGR{&^s{xQs
z5XH%5o}9KSL{2B`OQlB#(Z$aX&j&3J6VC^my_QH2p^h1!f>-M3)tTctVfg^^yx@3W
z_%!kvs>q|sb5;<?#pZ)G4=vAIgHJHe2d|DZ&j&2dHqQyF4?52W51(0)6NgSc&sRep
zfu0W*ju08HOVLzRvr8S0o)7PY)nx*4riXU|QfylI4E213=mXXBfn#x^PFK$f9|q(0
zKpnN7ugafr?s`th=n(dN74(Vh`M|UM-4lE_&T7wz`LFum_M8<)Fn6SdAFdkbda8+-
zWz<TLP3ODkYd+gAAc0gIggOPQJ_ddYTy6(ygNpb8@%fvW>};0W#AFxbs7ij1<IFnh
zQ28m{i8VCQD><{N$>#p-Y6t?&(1mB#$ud=ER><R)oLSjYf=%NjA4;DWP90vK100_$
zay7~UDUY?!0Z3=uPXn9mMQt!m0%kc)CjhhDoFhOL*W#+b=_-o|-16eNEml30VBu*1
z_r{Fnc1C3>5vMT5Y7SbW7Tl%NRc{%sV0$XF5QuQ<Sz4Q*xXWnk@c`t`(nJ)yJWH)?
z{cHwZ;tMf#V4-8`^aig(>>)6qN5Lq=yV7VxSAnHys&p|t_*~<9O3&FYpY2Z((G$UD
zx=$p5r@1>MYfN-cNP<tZgePmL+~GMn^OTIN)0accoCy})BqbDDj_d*mPD|JFCu>Z!
z+D71PArwL&&z_Pi2*1~R!3ZnqDg5CYcf2-9k&J-ABuTpn@yLlf+rF7Z`|~ge4-xS{
z?LB0&Vg7uPrNvERC+Nwl-1It`8rpPl(x`^H*+WESYf95w$WWK20_)W2IfpAd>LH0<
znSXO)#<D)|xbA0Vd@y$lJPC41ZU&xZ1*Pje$Uob~?%{5Fu#m|>oO~`)5V(Izw?Ra(
zvst#IdR9*}4cVFSZ@Po2!(}%y(M+AyPG&SpRt2lgDKl>ep<`sMlboiohPb*KCOtl)
zSm285t<%)jNyT+sZ=I%SrnGgW)10aU&Cr5IloDs8K2&PRZ&`}n6a~3R@)fD*)oGY-
zxxdFlk+vaHJ?HPZ(IIGd6}hMBu{b^L%=#-3B`pc6!>1Z#L8#eNb7)hIA0@3jB<qW~
z0R?%c@wCJ#apOyB^GVxFe$&gOoFo&oj+mS_8AJw+w_pPi*`md;#v4=FKvHM67z$w)
zL)BEfhJcuA*bq>YEgMl&=9xsP6dRzt)}83YodTb|$w&px+-0OdPupgsRGGNXNP(Z=
zx|{+%-OD$n(zLxyN|i~QnH2EpUaM)9pvQhW&O0k6Zcz;Exiy>_b*80+NUt^_1w?v<
z$*R%xI+JyyMjc)!%F~yoahRbeJC3HH#|pq74-tgqr)%C)s$}oIQh+CW)239I<~^HI
zWvahwN}b7W!bXLR7$9}1(6n($tvw;mYFfh+RCm*=X2nrWtCyvWo>mW|k`*VFqiSYc
z)U>)2;-IEg%`y=g^(?LEqy&1a=E*-+t;w;VS#3d^nyp98sx&#)GpiP?nUfMZWmU_F
z<ut&pT~_AiF|)!1ujkA<6St3<wI+HsXV#kJ#hhI!%WFBaM$AjuUOv)l)u@S~gkhS`
zz?vqk4Cu+muJjhB#Ij~o%J6kFpkvm%35kiaD@`={Wmn71h8T@GWM-^J9t&PJoz|N*
zZJ47|xN<^f*}P18q;)LI=w(2PJP?yJA;h6`OU&sxCgP~4=7fk>-~+y<u}+X8Py5OR
zI?XN<r(;S|gar81Bna^u+0G3HWX^;}i5j`zs~KW}j7GTD)Yu=R&P*wyjC$FcRCP24
zpJ?%UG7W7ELfsmNVf~sbm!kZ#3kypNpW?hMK3Qd9StOUGS|2W4(+6pNE}oVvZo}Ph
zE9F|HQe$Mx9_5@RJWHsef8yM(g@xsXuYiPMKW`y^rM&LeDlYz4-t;yrT=W?gS*d0h
zK-40TGQ>hDa&;y8Rz$gM@aw1uL{@7qyl%^F99qKkAe%mCpQXCj_&NT55f!2CMmaz|
zZu7H5YFn!P(ZWGQ)m5b=B62^(W3Kw8dJYHRhUo3a`X<;Uf7f+JTdH<t;X3}4zhCJR
zRIDQ_a=lz{H*`Pr5oWTvh&x}gK1#G#L-#jol`SS_S){=w+OMK5{ab>cE{)t35W&BX
z@vK}!)75g*-wgQihsVP4nwlkoud3%?$j4}usBM<%m=><WXQ@%0s|#Oh&U~e`W2n@m
zGY2Z=t)|yvQq}otk}t*)XG=(zD~E0gvr7Fwjpxdx-u&7ag@23#plda72aT?GI(#6{
z!WBx4Pj#tx{QHC+0v>%U2i0JmpNqrSh`tq6;NPdDX(KiOf4N<aX5L35DEv6@t{j1=
zk#EdG%s%h~jaA#72D9Tja(V>iS4f{tbw4EXxaitgrR0?i{+LP801;>@M3#Oesq1tx
z1sBDHTVy7tl`Zmg<hHJ=qfm4k^5UPdg>+tdeP_4(A1|FBUb$`jb@3{1A3&klbKz0{
zldAHO2^vE~9b3S}yh?xN<#ifld3l3gSGp{LbZ}f=F407mm&?)RRhpUdsm4%RxS>Y1
zB!mVx{vDmZ65d){!+9Ks;}#LS2GY?T>cyJLGOi;2uH~(#PGM1%Ni-}nKUeeOa6z2W
zdKr-qEkqGHI1>hzXpCvlcE%wb7oCV+r$3OnQf0;Em*2|p8$AcUb?^$l>f&@12YHm8
zzQ8GC8E)=rsGF`6-6)_C$;X3|H$+4`B~J$)B!H)bkQ{K$L8QJPILN$)qZ&Y(>+Bx}
zCsZRzZs`Yg_D#@tUw2=2kxRep(K%jgbhj2Y{DM1^*1@0L5}FX1<O7`{7W_cRJcM&-
zN}O%qxpm9ANy;4r+T7e0<a*-llXA6!n2lrP=SL9ccEE5qw_WG9)u!YUPF4Wp0p14l
z2E@P8O(?%bu41ouQ}OARvwgEO92{|jj_>@zK|?qH>wmrJ1lul-jKcW^sO^m$j2^i5
zI=Bfw$)UsxMWo)O2J}FSp<+Vm2FJF@kqa>(LI38+84brh;&)<nT<3w)Mc*+-K<Oi4
zB@QA23OVM3j)l7f5X~u611mdY@*M#!y#SwSP)}SZlY!$!Ck;5jV@@9jVG=;qqF!N^
zLQ;qpz2QMHBG_YiQIN-N3ccJh3dy0lO{~O_IZ)LP$8;Q!Bcn9L40F6T-q{h(RtifL
zVyBpRlQVALbddENZG#+|ip29<rP3cTx^Zfc5IP%8U%@JIYz-0+xDKP!wDkkfAv#E_
zix8Cg(c5_QcQ>8ahh6{BK^Aw3>F5|qIt34I9{BB>!~$Z-O$;JA=M087X;zkQ;!G9l
zwRi$n{~<wU=yd|eI{^E`k*0>CiJZeR#+Bzt=+Yr$xD~mQZ<TQDT(!bKG0nM4cpqMO
zdp!qhh@LY(c5tMJdY9>~_J>}0=$zoZqY}ghrC+lI!|TEDB{&;WyEvF4XoI;w{qz$i
zi`RC(HQW4_8jarU5*BF&MPf*L;Q%2&;EEI_<B(3w0;9lSj4Yjilzb&a5TEEfSYFze
zvltn<Z-(2>cfIb*K+1rd-#cK;_DyoZ6aIl_`R-th^DHntL+7R}{Jtc(<Mm#9Cn3$}
zmQ1>e(-Q=(BRQqX9O)`qeT5{h7X0#}^aiIzy%N%rOY|yQJ(%UsBDclgl<V@n?hW`X
z!~`~m{Fr0`<X}038Meo3yao=*6aBGE@t*oGX&7j_(U@X57~<gQI9g=r)sXz$+&LKq
za_{8cp%cY|p&O08BJGpdhe<vDt$4hT<(K==``bx&eci)o-K`&8@CEaFDI8+WC4RiL
z{2Zs3xew$JAo2OpvB#hIWf3hFr(CZZ;sr|!zgpN_cpiWJmhZV|)=|)>ZL_2h80S6H
zGLGidGFJ4_k6T~(5KhEcf?O3VVp=;c0(KFL#OSACjjf}Ezkwy=l7Nqv&BjbNwu=%T
z*cUz!@W%ED&(x1Mfdu>k2woP%(6%S~Y2a)4A{>(YST5+#`CY?%je~~Z(i_Tpw2UW`
zqTK|wrCYgvjKc|$-}RMfhWLVaMD*ZBL{kKw*hx_%OADW<T1yMxq}3AprVk}Ow2h<&
zXnTmCtS`vHL(&dJKTRY*;z27$Uvfk<=)E3&niQC2G&3jtE}v|lMD2T3#seeXOAOUA
zl!eicOZ5|eFa<nPH>NK{G(LS%OaaY`^S<CQ{Y|%zTvgq6S)89-rZZRd`Do&^ViLxc
z^fP`iFBYz^5$cO#YG_tmmW$&3zAPh=gARVPVxkzro=YSW`wq|eLH>$dBS}^95+`|b
zPEUAHZty+>d;0u?pSPA+|C?K<wBEf3vtV)I>$IM|+s}$s`r8>lyk_F}YaDLh$7wY~
zoT*8=-Ledh2vzZK%FmCwA*sq`sX7*vj^AX}oq|07KP)|9D-B2GP}`0SO2~>I{jL%q
zLJG`hQR&59F+I>|gshEAP?M>MOF+Km2Tbjms^C~J#Je|cMD|7BDZN|vH^NZ1O#q5~
zPyj@Vrbt1gn=(w(6EKBGuvhqpf&UUf_H5IbmPIZwQ4ZZ4X&uB*m)|gQg^8xjZ<U7n
zR6<1=!={2-v<d6AYB^dzN#_HBNtfY5H)=kl>tdM7BBk3@-e1fx@wk23LKwth9+7xW
zKwe^*xGV^a&qKbybV6~d{G`Ujo$@csq$witx(~&CFoYX~n3TeBp<3qYu#iiZF}dg7
z?h*(Wzb_7@wa-<n406d(Ma#ltLw9I;1qHFNxW-rfSI-${)pjSS*Q<?6tyyVqR%)HV
z^Q(=ZQC)9uwYCCpv)&1U%~lg<`gJy{^?GA{W6P@r&CT}ay4UubE%xMsjoaI5dG(s#
zs5RSF-`}cwEg)*O>&^ARZv<Pxrr&CAR8fC@qq@0K>okK}vs3Ycjg5MHohQzA#cTK*
z0bu-gwN-6&D%DP-)2Mp&y4P-d8$q+tX!(^+rB!KG8!gY<3~C$I&bklUszI&VRz2Nr
zR8h5AZEaPWm1?!ssQJw%I<V1fRlQ&fe>dQz*xahuYSn7ptF1S^%2sEyvf(#D*;cK}
zcv`_mqtU2$>i$N{tF~J~ZELgbZB{!~&{t{rTkZN*yS*8-Yt3rY-)gnnoob`j@V!mH
zQV-TQ84t>X^=7BuYSycs7gX2lb@JH*JDPrTv(;X&ZUn6cIJaKe>{OcT^|tR<HZ~d?
zoxl$oHRjI}PXl)iR^wr~)(Zw}u22oGDSL6amOYh>mw~=?<N&ERf1j0c06Yx!_Agpm
zmf#3L9!C~LMfgfq3=?})Tr0stb#NSZ!|0jg%;ZQ_f~yqXagl%I7F@8;+M&uxbK05N
zrOI*6%BjjB&#g0bt8$#V9IG67V9f4X<v1>e=uG{qXnfAn!wP8;rutaPZqPWKm7`Vq
zEK@#YGrL+L*==5DE7_GZ^|*4#CFsn2t}xMTuPdfF?jbg(>lNm|=?FES^OZwhn|a)?
zB=PxtupB4mg~dI;eWtEhV8EF<V>!}UEtfl1sdP9v3Xb8vWXk@$&bOu3_y9gz#|W#7
zz8!fhEAQVDPI*D<I;(x>&fadF3(DlV&(tY5>ykGf9S(;4RDKFg2kH{Zgc1G=3?LIA
z!x_8ed+_`k3{Ond<ZXqn!bhu2K5S9Zo^TICotD=t+n?Q^euSrbr34qPp~oq+sUzT%
zc0((XE(JO*a?hi$CfuH!AAj70m%B)$_}~7UxZ8BsDX2-^RS|-rZxI{dijx{d;g(x-
zH;uA&>#pfGjWQGI76^5#Mj^$Alu9bkHw|yth4<x&a|rJ?fJHoj?=|jw129c2IPwlX
zIc=9pWFpm`a?;Zd*vyrLGndDmK+^HXy^$QLpS@lflrWuI<dTh2asY+LEhz}cG$MH9
z$m3=v`s77mk)K}lY?3!#31C*{bJ=9l%}t;aK5kJJOd*-tQ4x9v&dE667yBu7=GrcH
zR<8n@r2Cki<TxeJ?2{)joKHuGCxpz%u&*X?`8o7LD6taZNXqaKe$4W<ivIoS$91<M
zZ-4)L=Lf_o$zwuR9qDQoLDJPvKUNT)({wA2L(mm>OOOR%I6mUbM82x}N5Ghcn{G`3
zSL+Hoiayf70yPl3RYonQJ)&_{Oi=`hD|!>x@jpcef@&0Ib~7`fGlALq6M30Q%(Spp
zWZ;EYn6+z}ftq?q@2h5qI3Gb|@JIH+9>h*rZ7HeJPe0-v1kC^^<{@ZC2m#9XkNIGr
z6_-Rcg(T@N)`h$vB)UG$fi65#(bjjE3upn<d@l&LCx9G!8tZC<Dv4_Ju71ZnkngIj
z8=pRSp)=heFbN1@K(FH*cukjFNtnizLWP8eu`b^6A2ucB@`W_sE~K%R199IAUj}$J
zKx78T%4Ko{#v4L>39$f0R6z@`8Z8oW!jBM#((4-UczKh)1k_<vGel(1YnfVvHH?b*
zue=6-_k-ZYF!<{jFG{#puWiZ9y4E|KVH9yDSVO2scB&&11#rN{^U2Ai#HXqpj-kfE
z475xcs2hC|sF(Ch$zhh(G@(L$`dF8(?I#t;#7dLtnoF*sMSAa~(Bc~{l+=Sr|4z{K
zQ|~0pJY&aArAU*e_3U&{KYB0a$g6WY<YV=(lr`$pOK&!v<RNvp8Ui9w(Gyp#6ZUwi
zNdc8IsU$N>C84FHGYa6MZ>wI>#N0zDZ~;Mb3`NP@gZPAqw<VL{g#0v#%T<J4D7~U!
zHo|Y!b7O3jVu$rHF>j1msk$|+3+#EjAXJ<=0(KdNG6NB+>u}*@jpY||)*+U06Q6@x
zxzY}Nu3{L5sM^~M;N>RSF`EoSQ=@a4huT3~*W!{CcU)<5La-vkM2^?=tYliG5>D1+
z`FhLYs!Ucy;I;6$*Bu>o-_RrS*8X5cu`5|3di8|4$+$A2LBD;{3l5xn(3D_l=KL_g
zoqHhfwh`3lcDfu4$_V-Iv;a^Q3z{ncR0oS%0ibezQUEB=RBk)^TQ)vk91yD3EbzQv
zW428Q>-<AL46&fjFMoz)boOXeMzp+jo<4hgPm*<I_bCP5sV{b1BZo*FQR`9njoMeV
z5R%sImrD1>C(c8JX^jGe?5#TgI&|sm>G6T{Fz{A|VsYni*bNa-1>}em>kS5N*TJDy
z>uyO<BRVUoITi<u$h3tj+{`%$u=At{H3XSG=sQm-l_nxM`#AO*L{R`2;c{;8JVG%o
z<;9Z0>p43E@^pZFMp#$hdD8k1gp4^)h7>M}jPSri3JwwTw|9cg<5B25#C~8*!F|r}
z9VENLc3R*Ho$sDJdAj!yQGC_)?-8rH^Juk%gc{DjBOYzldHnCI&M$knSDp1ny}Z6r
zbDiBM4{ph*Q;PX*54s}Sl(vS|^~PGQ3H|(5-IaeEKgkeBaq_fgEd`bK(Sp~*4w@n{
zoHb_unusx!Q$%oWtu&EsU=boe5s?TZC6*i=On_U?meX9vS9=6yBVni1?Q2+%qr<(@
zKqT<SE;Mv-r2s=7hoFr>L4z2Iyu=CvlR<>WVVmSoj<Gh*lc$RjjXbalAV;ivz)p4G
zJg`$3;y&vCQmNvzO@Wg_5fDY#4*G~Qm9eTc)`+jflJ0vkuZa9(Y|{{<EMp_RHr9Dq
z{tFI$8$gY4()LcirJzu(DaMG9MC{-rq-O}69dFnhMC=8>5q>Bqo;a(sjXfafr$9@*
z6^Q#g#8g74AO&JdBC$qAC@7eLNs0JU^m5$uhN}*!dhsGW9E^KyijLMnsT3J1b39<)
z9V1?o!v4YlS?szata**;_Tt4VRv5kqvLmho6l+*a=1>H*nlB1=30U3Ah||G<0;Sts
zUrdeCcf>QuU)mvd#(fbwEFlqH+XZK_$3U=S(3Wqi7`?HNMndd^oxym7K+>=jjw#L>
z%T<aI*2+-v?$JgDuN;CnG1kHN94Pp)e5F<q%1XzuvEXB=&i6C?)iH={KK$s&dx?$S
z_#kw{Lxt!gnu@V!+=i})^J);2jM?rUvF+^ov%9x<AKi@}=uhk?16X3<6Gb|X?weq!
zuzgMHlz;VJd3(ZEBPJZm>$NEEUVDE0O7g;$tZ?}~W=!d&z!dvwt5xjz#oaPTjkv=S
zc0gs?x#>7V2KrP4S|URxj&?Q6f0N#S1T9+G2t+RzPceValub;>nL0%=r^ND@V%nCm
zgutj{6_F8_$V*Nc6*naokQwlnn~7osGhQ90Bl?>?vzgCdly{#z-GA`t!QS277mptN
zTfO!po2w%<#npLnU}+JPh{q<Y(dnc5>+<g2(}xfCF`zFVJbtkM0veuw-77{mi=%J-
zdG?TI59V7Zs%Rjc1LWd)Ca)octNj}86t7@9%isP}yn&bTC1jdD^|5CRVP);Fb+JBk
z{kPANceDlOSd#oglqPv{!B1o^39PoWes6Egc%EF_Q<{J*64Y~s|6IO_q&5hOcX2Y)
zm}g0-w>PfIw(KWN(`RxVkzesmF^o2g;&;rl_;dPXW|i^tuM=yWCy$=q-Y*t9NoJny
z6CMDO$&|DAzzrKpjSq5W_@H#BGu6!M0jJ`<rt;Kr)FZ*$!CW`)%1n0QWe$}gU8mUv
ztK09lstmJ7{H6rUEZ;|h`H`GElvYcA=Xn|s2A-Y^+8&wMQfUy`Wc2Ta67jLHnnC4U
zj!y%7CSN1t$~!ZSSvUFNBWy4Jw4-=k!YGp62X>N(`||4jp5~m>ZOSxHq>!VyQ=04K
zFA@FpM4sWb`1lCtx0bc#h+ZX%p^@p=7NM7pej0s_SLtJ6r|H1{8c<G8i56+{6xG^O
z1lTp&FYP+gyN3yaGDP$@m7s`5c~!9WOxe0}L>5(_465bhuEA_u60NY|>uI<6sv2CH
z>yqD!w`YLL{to7NzvF#kxjsdZ&4Bq+Ytof1bE!S=K8faCy;jV;_|VLH|DS&5eXdtt
z?QU=gHy7;`K&-Uq-bZkBks!syn{}ea;d!}jiM;FO(II934%n09S{VUU@Y%@R7{$>}
zx#tCxJbQ+g8!DA3$e}c}(T`sY>E4<xJ`LAYxq6wBAefE(*%<ls6GBIcfG2KrK9o*Q
z+1PRj;p?MLS)!3W;PlCK=1cU`4EgXCJnsfW3Hz}kZxMM|qMwG19?7eM{}D$tlg@$v
zpK2*b%kFW-bhof&9J}vbpoC+_d_}Z|YeJ>Ers&SJQE{bZQ7PiGeU*EI$>>DZDVtw5
z#<RJ*7-`6@PFcr&MImp>4XoS}0e0O$<Pu**P9aDO;8{%9{^gK9aRy!rqR1mg|2{Bp
z^wZ+vQgZ;|EXZMxyu*JJPTvNtw!Hg{JQE|h3lw_>iPj~HqBD|g7Vfuj!|(6;F6_9~
zDWYr!UD?|cU2lg7;}d@<w8+NT+Ef0EXfYrmi%D<rYOYJ3ewT96CxXXLwOfeuhr2%I
z&3ijUaO2RK!$}=+NrS#YpFQob-J#&l%RJXbT&O|6b(wqVYSnrRH~M=d(j=Tw1Dwun
z$}CFQMy4FE6Xn;tth;IE-+y`rlw|S*gwpHyBJjq3g+G#cW%kBL#cRwHXWqYW<uzt`
zJmob$3#}FR`vRI=hPLb=U;^;ho~73i8g>v|!Wqi@SSu}SGRBK%MplfM?)dxtNxFcE
zb)HQYiCc@rt>>7yRd1(BS158v;IH_7^S`F0iK`*GTWUI2m4YH8nJXP8UrkNhnwBad
zo}G2BlnFBL;c4<FIL;|ECm@O1DRL(`l!f6`*%Od7bz1%em0~tm1_jB{eZ;z-CXE8J
zUYcR`GFvG};3HUn)<g<m^3+rclJc|7r+}2Yu!EdQMg`<?J-eI=$c&XctAgaqTS={e
zv`1%?T)}b9CcOgkhUHJNK-m{lvwW88<((eoj9`G&Y@cb#Jg4W<$(x-tJB3YZHc&fB
z#H75SWTTrsy=Ro|bGG!JW?IlhdQXuFOl1j0de2%(WhQM8e8F*%Thh!ifkaw5y#xcR
zjG!`&DFDn|7PzJEavBSj-7}Vl0zirMo@x0g1n&OW>#0nYNM%VG163-xjI5sXCyGl=
ziAQPilr<1dr=|=|PXYmG$4M`$gYT)CK;vm9Cg2b`CI}6Z3AV>a$DnaY%)zalEiGPZ
zClBl#_r?d^{*Svru>%ZFSv@IZ%p87ti;yGj(~(GqXyX?&B8wg;3Kbb6k#JI_oHVk7
z>a3h8*)@R$ITl5F$=GC(SsMN0W1@%>``mI;5-KQ8JP(}qpnr4ZyheH(O8L?bjsqme
zK@KH~#8^dAo1sJTN|e6_r%Baod~AEDc&DUmcXTs!C^wBrG$lTsY)25;c8s)u?LiQt
zNm)N?4~Zbh$nn!ZL1Li(0nuk9k^GM^wOe*5v&twyRdt3-0|zJGjIqYXfpBQ5Pd`*0
zgx?|jwLN&Pny1IUN=r-`iDLn>Tr=pQ?sup>2;Y298HjP&9faRA1r`#8#SHFK1UQa%
znnq(BGZ;0Z(t)NDWyF}t3YsHm+?*SD1L6_kDq2cWVb5MMEkuGwnzD6~Wfcirk@56w
z@*byrRAkm;q5T$F7$apqD9o9E@hpX$pae}PGdHpc0fjc#1S{n`uP)8>yp(cMrsb6h
ze>rufouv^8c(stI%4F6^eknb(6jFZU)U9^h!VIA{WDa84M$^n|8R=G0^HOot)aZh?
zX<SX`hLOQjsOB!PllIp!IfGa?2omkY*YuL7eC_6Bh*)ySth5{+cQH&MLg-79<b)BF
zhw^Ft6tQ2#BO#j7UKIUqm??Srp^U4#Y%JI(=0H&ly6nk-2aY47ro?3wGDWg}8m~;z
zLx|*$1VofLJIat7ah4(JFRe(@xNJudaSg&<7kRd&@Zp@?%zn`cWCWyzu>Rzkm66|E
zEsvsf=r**B5R!5Z3B7eb^!1WC-c}p|TD<^Smp$Y6NO$$9`$mM!<QPZIz04jWQsVM<
zQp9J>+fD9!S-a%})3lF#&e66O{9+agQ?{eM&mDF<N1Mq#Q1$?u@c~&K_i(0^uckgF
z&PF<Wx|7N5Ik!LU9e_Y2<JS4N<=js{3_$H9R2>}mLP;M9f$<`%rJUFf&$X}+2(Xe-
ztw=v`(TG@mROz*pY4wpC)qXGaa1!(2PYV=SLH`!Z=3ciyek0e-Lax#F;uaL5;%JJ?
zKji!94|H=<h#NZx$rd5;5-!Z>Jo1j?_!D{Z2ApZJbB`D^O}wYN<Lb%LP@{wuJJEnl
zsjM+KrHJhv3CPR-Y9-t>LGv_5MPIh8uURT@_#woBST?)^+=-Jcr{gsKAWO1!zD9h)
zC_^vXgEKNfa&cr9<}0>0&zvHjgJj6E{vkz}D2!h!F;}j-4U#qGjrC1GMr9NXyA+<Z
z=<XUE)R#Gw*m}6g5kK5OMt<_&?a{dtC(fU{{lUxeaPZ3c0cRH;xShdZ`v5E3o{KFj
zrzmec^Lia5pFTPYdaDlhH&C@a4NgY*^RI(`5F)8I4%xw@_Hf`l@(#S-p%-v~(+!C3
zS6w=#(Cev=eM)~zh{aLtEFn%?^@g(NtNaHl!#TlThgZIOdL1_k_Bt>qCnI{MpHcvn
z_|Zv<>hc;eDArtyFkAx${d75k)flb;1M_)d;U7~{nzx4m((d-w#K_2I)xW=+3_T%r
zdj58Ph4jAOG4gzmht8b=&YT*G=`Sf*+}@{r)#?mNIwX!x$wDq_n4v_{@~$5`p-3$b
zVM&KN%9QB@fDGEHnAfBM3n{Y0Ado4<kwN_R>({Oyy5q6i@2$N?e*3k1loY+|8)mq*
zy??*+)Aw%a!H6U?lC4WZwrPjB?f5+pUw5+k;anq;*BjXskdhr)p$9!mrY<yc<G#A1
z%<4MNGt_)$c4}m}#%XvSXQCE4yCr(caIMelDT$V3T4@hzK;&IVnrot9=+XIJ_*`?c
z=xeGsJf-#9YmIlln?#!EL~7@cOx=7YQhvX6l*)?OYR4%3(t7CLK~8O-d+}?#>;W@P
zHTjiYe7o1h3Xbc>3ioj2_>nIB+^$KdWhtCr#7dy3WQ@PEi|)`7Y#0Sq@gwe+i&@0T
z%x8Ajeq|NKd-kPOYIn>ov-|a#RnO?w=XQb7tFNq*Sf^A!NTBP{)Xy&Vg6T0bXD0|^
zm_)&OKVU*ESM}2p!AOPQAGz96&Jz6aJ)!S+^fRx;Q+|-YCVi!V_v(ZMe}wt+O_PWV
zm-I?4FcwzI>MJM?R93{wh111S&Xc7C<Hu-9s-&xr@cF)kPMF*WE1c_J6ko4UMtyaC
zEhYdz-JuwV{t1bG@ik^RexU9@yxaE&?Lgfv-PPZdE4bvqU%KWq39kK&MZ^9u;40UD
z#`R+)^I=Ms?%n;XLRY%?$UFYi?Jykp>dErGXNcJ6w#5x2UcR??IC!m#=!T1~-1{%x
zV^wk$V*i)p{eil@axWO|sO#nX4{_p%zIlS<9o5Z;54{#FUg~b;A&%PY{b>vvCr*}8
z4?lT~y?M}P_VDAY@KqxIDX42ty`k5}kr3+s%F|%T9_ZJf4tgihc>0H`aQRu#?Qq(v
zt9#<CM#g)^VBwX0eAZN*>-%WT$8vyquOBcomY>scBno`#-yS_wm--LS8U5g0zsMQw
zKr#nH$?m?sTNWq3WtZPD&W+24GD1qSftHR&z3kHXXuPMrD?Ek^kKuFl7`8MuECW7q
z(wu_fa(B{7^$2zx919H{`#QVPDaR?Lp3Oc_+i@nHs0|;md6Yb<hi^M@{K%nQN<EJp
z=84hhn4D^Ha5SGhXDC@xJ^iLt;`7I0s2CiF*6E{QTe_wr?nw=&)%mq4G&s35Dg^ig
zabQNR3e`Is%?e>U1MLc-$)RB>rTSe`W!^cLpv!4>VP>?>X$OFzS4{QHBqY)oBlXmF
zD*ow5M;zTwmWqV;rn3ceF`0GXqlMGiaf_p+&D)yrXwjwe3|4hZ=K!0<n>Yj1sLThy
zYiJ8KnU2W{s!J`@8-$w7YN~j{M!f;5tx|aBnZOq64d|R<)`Es6adbWLN4tft0z>-G
zR95A3s4~&S50y8|rig*kLw&}3(w-^tWF2-aOVv4&TjaT9n-wA|T3F-KB%u?<$(-px
zM-TA0hbULDR9KlDQ%*5Fzm?`HH@Mbj<*uPLT)E+u)+;wWX~OaYlXfgOG;bK$fsi?E
z{?&|xYH$K#6Kp!qE$BQfw<=8MxCK6);THH5e%r89*lhuu+%}w0G4CM=Yto{f^faKc
zu+%GJ>4K3+2L<qRk4{`Cp{tG=kCY#%MqiECnnnzF&U41))F9+E&5}l7S#G}lNk=XT
zqtq?HGD$w5IQ<7ZHI{JcWn{$`d%0=l(nn|lROA^o0SJ3Nl-dqi5n-gE$*k-+dR9a=
z;#YA!&ID|%yO;nXwLOynCdwPq2~DmnA|&E{Q1`4knt(wolP17Gzci^-tDGhQkrrxN
z`J}E0UDYH6LVYy}02-}H#Zt*N5n{A6p;)NGCY6(RY(lwIm`wsOb!ZddVrsRCkV4Zo
z0fLoplR%)4n^epyx(P5sYd4`>De@*jkZx~MF+LoVidh4g17^}36?(!6IG{Q-ldYS2
zDXlfr7sBE~mYS~&Tgm6Nh$~|e4DSl~S8RHl6@^9D<E{9@ha>OcfKs(mVtTZ@tRUmh
zr+Ha?Q>#?A$~gAB;oNP%rjw>`yUrhRiZ$zczl}Y1eh6MtankqVlNh9;=p(E_VPF@>
zP_tWwI3CLId7ymtFe}l|@{cgQCJbK+?O|c~U6411N^nX(8v61oY*pe{5}4KHjmV#4
zg)dR`Pii}B?B``?*O=Q9m-_ejQ@|(qP5evBp22D=cG&zKwF+>yHl1S}x;z>jDgOgR
z6?v})-8SNgLa!6x9O`5ECy*Ng;;@cz8usvDOuT1J`OfJvv9p1&k*_*W6+NVC=T`JQ
zwHTJ~M*AJ88L@D~J%pp;$UX6ncmjRCbN}|^dv_l`x#v>U3Sx*@<Npco1ntL(rlC<5
zzsTK5-2NYMP;q>(@4zadf~^8N^qhmd|DwF0{-T{#<bmpcDR;_TgoDg?sWuIQ@aceS
z3ov4U#>dAv>m28vV=dI_9*l<~KO#a`5SxX=&X2qkb;fyT+!F_3d%hpQRR&<dCDwL0
z)xGb8I10Qqcmwwnaug9S*odechVCNEijS~S?uT^PN93IF|4!?jS?4dpk>xMuBNck6
zJ0Gg!<f->2++UalJ)CqdPNF|o4loP!t1UfF;NtV<#NEHIM*fD_1n(<3svfF8m(PIB
zeVWV9VR7M0yMJ%}j>$b!PX~Ty4Sxmk$%UX`vybc;x4w|bd`JEfOA8+n7-}sod}DAz
z*WzdA)gFEP&=!5pCjBnoq?|<Ur6}VO{B`+xx8DhdL+DQFGg<B)ktF8N)o;qrkGkTk
zDN7H%@MX~Jm5(A@{#)!06B+vyC0i^eK$0it^n~9`9wV93P>dYp2pts={TNn1;Rmx;
z=82K^Dc8vLMKL=xE6)3Z2iO`Ynj++r%|~%5w{SrlSI~s=gZVLNRGAlr4?*EWaE?9%
zaa9DbZm#_??nWSY*9jj2gvq*F3EzP`d%JahsPpn<`3uBU5(yuGSb2(aBVp7v)fows
zFl{MfJK{t_w9{|E6YdC86cGtegemasgy0X3Plnxt!;vy_Wa^464+K(ApT3W7!cv}L
zA!o~Ynq}Bf95_jhfi@Z|Re`YcB#rBv(8d{d>4eEUW)N?>6#S<R;xS{oZENRTN(y=l
z)^sxR>f3euwkg6tb*Y7Vi)`(d4*)VMA=}E7#36CJb{@TyN~08oy_)HhgobpQnt?SX
z6O|}5k6eN7;<PDfUfJbtIV#`NktcINiQ5w82%<O~t!WW8C_+i32fCGu9cKO0X<cGG
zy9o8mRF=uW+mi^c+(XXZv3CGls*)SR)j=8o@mdFcipfKq?#|PvsAZct1%o5+hb`s(
zAl*RXL6+npfw!V6f#6?4jxLt*S6Y0Nk>}DwBkoQi8W(CL)-6R(q+*HO0Zaom2*67(
z4b(`Eh4?k-7HJZNLi>j_O~VnigGa~Rp3n_Cui;xp0-;QPIs!YY8E<LNYq@H>>JEkn
zYv_&mue=7m-$C$V82oii7Us2jZA(Ta$NHPPFNWnib3?4UB(h_v7ug6QhZdA_Tw%0S
znQ~o{EJt1ov${F)Q*oF8gov_eaIy;WE@X=f@056lrPjcUsmtnkAupI2m;)^r&Lws>
zsiPvj)UUBxVtW2DK8?$mxgw`odA-wN8_|Nbb)c;WMXfSpzA-sjri@5%Co5Omod$D*
zxuBbsF5WT>7@?<ZVTwIoWX&5>n-RwQ?Xv+Sr?Yby9QRJVm!9*(5D&J8gEAuWTuj0N
z$MEKd)Fi8m?~M0?9WsCEzeJ8Pm^w!|YG}}hB_~XreZ7{q-UN%zYF-@5vcv4ULdonD
z{Wl*$-!$wCy}OcoNXQ_v6OjI2CvQ>U|9zkO;*fR0Ax#x(k~4_~Dhvcls)~r#UN8!s
z6EboPj$ok(=vpM9LxMVz6RXYvB2t3BSPbDVN-ejxcLZ-3450s#JQ`ut8zFmw3QO&u
zl!UxiRw)WjC2TNOkb%k}gOutCGIVxF0o#zS?n{bQmzXQ1H|1d<W3joU#%1ckEPu2~
ziC>40jMX5=&m_WI6D=?WS1A9RDsAjWIsFi=OeK0%gRaAcYy_@>0SAaGcVH@O!=4jH
zFSpc11DQDd&lN+eP=8Lmkx$$wGTWdk`O+xCm*-X22tfTdt<2rQ2XxR2eug<nhw+&B
zpN;zngJyl`uM8Xy`UlXOb`2Ba-=~*KS2ac9?=xT&9nS(`2pcNsZwzQSQj9Q_L)Ww?
z{#_aXUTT=U6pG)ZLJTqgG|1O!Aa{{gQK8U(jM350F2{v1oP(6F!N<{X(4%qn$53m-
zJbIgw+bA->u(~?L3=FuJpBP1yV^h`mweeU@HXzr<=8WLtyZu+G&B^goMd?g`bIjxR
zvC%Fjp{iw$rka}Wv!Ffpqd96KW{_V-T^*KY&hDL~_Cv@zg<RxxR_~QDyIl%*BWn09
zxM`4P!aeBwy)i}l+b^ZUjxR6E34XE!^V`P@n|yoDf1#fiKg$&N_vPpPLAi@)MWi7K
zMnM^Z3$BsY&|ND(r(!KHPD?lI$n%@;mcr4IwAf(*qAYfdg&t@|8-Zj}?fN0PfS~7#
z<Q$`a8s1tfaSecp8mWp}rOk@Nregnca6CFD;Z)Yy9$p2qrZ}lrwDOgv%IL=mHj-Tg
z*A9=m_*}>;Y~uWYsM9~)6@J2eDY#4gJS*;Ap&yQz!J(v!*YF>7=!+}(?+a#o;_v1C
zcqB-D-yZNg@#(mabjN)hWscow&pT1)<%-3hc=sm0NT<a@?<txh_qIvDVxCOm&RZ?x
zfhmQ-QTJdt7$1jXTKvjrm0|QFevq@0o&~&b)`+Z&Vis8JIL{j%&?}USoj$c6NF4{J
z!UtHcML!1APx!$sHSrNyz(-_>PPgXz8e!}rds1-CmGbT{dv{+v-+BIES39)DuoSm%
zn*(&1lKhz(fn=-M<C%mlo}4KM_=OPzgg1LBeLui$&Ir!cCj2d&E()iMb9B0hY3KP<
zbK_;&Id8D2P*C|w>S1p(>Tf0Cl|d#(#G*Ic`ih~Yz2($a5}pnMG^b8`CE-ILYR{_T
zUJ)iTQPunh2?z2jzB4e4NHH{nIy?i-Y)bMKc670$Odmbi*CpBoMs!#C!K{?L@#t_c
zw5vJOO)x774;g_rPsPK*QE)7bxCZ0%8bwwTE-C^^-s;LOvr>X>G;&&5Nx0_-q@>k@
z@{XEB=Eia?h*x@<tfVIzFs%lw+I^(GQd%kP!HnVuuv#1s!Y&eFoj8XGilkW(H2`M|
zdeB3xAK9XAnReWX_A0U&QO$7NYInt`lGTWs75)cgbf99>4}<Ozzdw(0LZa$;;~pG;
z$jyNoQdWB^i(A2EQ<1WCHU5CD7s&!`yqHjA+b)uTO8J{;)KJ+bD;b5-ZZWAkQ@~aW
z;s<dTvyI|!NHkzV;aI2MNdk>+&d4s7#*7K&(v*=6K!yw|wPU9xe3rE!1)H=LBpF7w
zfaFs)1xzl5p&(h68IxV&-i4VUS&Z>ceMt5zZ6wHs5H^Bju`&@P3(T3KEd&Y1nNV^2
zfSfM2+loXW{8nftnLoHWth-zCR05}=2!bNqgpt?6o29NGYi?7)`Z9eo*kM!=&JzuH
zQ~F`xpbrIX`UPlk39Jyq&4OV?tdxe*M2N$WMAnfAZ<-2RdT><NnTA?LA-1&Mj9(DJ
ze5kruUl7yq&OIJD!@vva6gBfmwYbucj#+E2mvM?1f*}1v7@hsmn4~6o<b3yAdiLF$
z&E|{d`u9YTeBjYz>&fx4Z{3IWtqRT^(=~?O(0>Jp@70isj|w}%$Y&1B!nQ(EaY8df
z_KnCwU`p>hxabfBJP*^+I+5ZEDKFrjSj|F^K^Gr1hJ~CO4J-t)pp(oIXG0*WS{%(L
zddgJcq&V3n>y$G~86nHz^CTRE=+mUC#67p9t^5Z#WNqo8jU~t-T&a06lt%;Nma%$`
zU`%H*@)ko1cq|8kHkp$DjJ(+t(TPReF5;121?0Cy1@w@Rn0`^R6T%scFSE^M3?YqW
zD{K<7_L6FcxX2HA$EfeG@s(`?B3+ba_z~uv{E_1ehGmQtPo{0_i%3wwBWR->v@30<
zBGrUN2)@LB475P@IoeZy2$v~Vg?x%<a8Sbj01ig${(6U@6aL_e2bL|4nwZINX+f!8
zDE#|FO~hw3??A;S=%|*rD(l&9P9Kqf;b2%6j?UCPtUC+Zt0}#7@j5z%xDFmg{N?Km
z_a_5#uFJLCW5j%W6g&K9%-&8{E+Hu_d0)`)+(UZ(L+4rWdI(9!ChTXj@EJLA3r8V1
z7fD22AJTKsg9oAqheLQ~wM3kAn`A1I$|KV%98!oeF~sb+qkF*}*AMbvXt$i~DjGWn
zu--6wq^kX+@dyWzlJ|&5o)N>qz5S-ktbjG2x+7Q-gCgGmNQb|PRk=c{*qR0|5h=Jo
zWTTZOuKWYKR1LVsWD&wOAeGoFX#yQ$B5*?7^zQBMJ#_DoDeM77KL$8yKoJ2ip%fwr
z9Bak4aFtV#@b<}o1hj(rhfEm5y=DSX<PP%BnV25HDQ$#_uibgFL9v!b24&0x9{X(2
zXRr?<moc*3sIH_>CSuIqp{ElU|5GNJdnY)%f}O*%!K|@M2cw0mdv`b-u&Ye^R1jcK
zhe*l6Q$h8FWRiY;^s|e-V0w%wc7F6ZHUx*^i;<XZFO)R4sZD%6?c(#hyP=x8T7E9V
zPSkDOVdf)59gA5@j*<!np~i;S%`m`5zFi(4x4lSc|0;66rmgmHgtMw5uOy?CR4x>w
zJjSX<p*Koph_hAq)ADoprHr~>4{D>J*EVX6`^X<5wIOjoppS*G&>K7!RaHy>B%Y4@
z)P;jSa(K7P$RE?kMz}2e*%jDn|1hf!w-)xHVb5dP1ka-d_5n{A+BC$q11#F{!YH2{
z&IYh(ooWz4!@d5H7KzyiC#R_X977D@+eY>bajp&IQZ}lUWAQ5E@E7`!Wy39ntykHl
ziM$8dpjSqi!r8@Nj&VqJe)4&^i(z9<h`)L=UGibGh{ny=>cNd6$ryOkw8jV7kNDV!
zOZ(Z8-B>fb!6P%z=jZCeaG|;oE*!vJ;4>WCbumA7X1cDA&{T9><C8Si{ikILCgO)b
zmLH!Hy+VEhS0SPWLwQDFcYH=7+S-I>i|V%{$&1moUX%B1bXTNcf7A2IUYqxvsShu`
zaF<lCp(|@qS9rJz@ovrHS#AmeU~!9QR3Y9YrKe<&=1j4_GFWq=AMY<B@!lE^yf%))
zVm0K1qDwF8CGA4g$GgRoun_o`)SBg{5cn3ict#Zh-;ip8Lz**%z&BWPp#uMtNZ{in
z=_9skWIVp~f?m=s1ijfEo_K|jw<OgpH-(V5xWzN75b}m3D};O|GcHufe`W}I3eeYC
z8Zrwmy`YzrOF?gSiC@e@)LZgumYYJ<TioIqRfzgb=~k@g4c1(!sQ=Uy^?f+~si~ax
z{L%}0Nw^a9Mu+&VEabc;tY*0><h;c#o>7IIH-wqskmgJw=MC0esGR@UlJlHbE&b`G
zm+_Kpmhs#fo^^$Ux5U&eH-&_^xWzN7knn~WD<pg-GcHuZ8!Ps9_Z7Uh)l|-Ue(9yW
zv68ns#BXIG=PhA1%S|EYEpG9QD&%~oXe(Co25T-<&Ku5??E$N6QXgJ=32%5*MqS~T
zu@LW;jGE=95bqYZct#cC-H>5|Lz**%csE#cq2k>zv9?dbUROs{XBJ#~F>lyj?Jn{3
zD@45|uV%R^M7_l=o>7IUH{@9%>NA;fp`zaKkZ+$LN4O#EClp<Jac?-!$GgR^XCd${
zsWr<@A@D73@r)`2ex{5o*7gQ#E>z%u85v;@0;H4ldfmTq!lX%MmtN#c;)Ovr(J_8Q
z3z=^Tu32shnQw86XH+5c4Z$Wjq&ZW_e1kO?D)S8&o9<xbsfnEa^wP_D!|}%G49~hk
z!dqf$mYYJtTioIqRY-V4j0p~D&J+^fV9kX}ctbJY8yp~UZcokS%z{fV=M9a$-6fuW
zg{ZgW)hsuKsJFPqGpZ2vhCCA-(wr$oy}_Cb74?Rj&5=&Roci$6i+IELCh7`Lxk9{K
zGHRBaLcCkt;u%$lcSD91;ysfYmqxsgc@=Mpcm43467QO7ei;k#Zpo-wZVK^kaf@eE
zA>K13TCsXJSaVs#dq2%{K6>~riT8+Vei;k#Zpo-wZVK^kaf@eEA>IucCOD)yQ;2ti
zHJ3%aAA21AYOLO)hwqYjkErG;SBQ5@M$K|lh<A%yJfjNnZpg4gyk|1wLdCn0#{g%Y
zjdfg9*7Hj*<c<6WR)_elEabc;tY*0><h;c#o>7II&lGLNGTva#h01xuYi1}9&sB3d
zv*6N8dc&Q@?h?P4g{ZgW)hsuKsJFPqGpZ2vhCCA-(wr$oy}_ExBkEt_*kTTbvP8XE
z@NS8ElX9MZg{ZgW)hsuKsJFPqGpZ2vhCC}oeI_$5RMZ<<nlR`EJ|`~AdVc8zy`jCa
zI>c{fA?Gb&HOoyQ=PhpWj4I@Orf4gc^ag7#RL&a*0h;-2G9F)gDQ}z)Xm*ER$wJ6m
zl4_QlLdaX(;u%#4c|(#34r$I5Lf&A_g$jAYsU{q^)I3goc<BYaq*`RIiMqm5t`P5*
zjGE=95bqYZct#cC-H>5|Lz**%csE#cq2ir~<VtuP_{KE;V1Y~MA&YkNnE`xZmrT!<
zQ4q40>58J}S384Y;6Cj318>;<n>XqX`uh>oC!%ye=!b)$@%S2D|1#?K6q0$q3KzwV
zCDrit^5}3Fc<q4wVy~5lqi}FM3KhVo<=5TOAwT@F{P>J0{!HOnzW+<VJNjT@;e&;%
z25KIxh0>qKUH|3IVc@?6kbW#c_1%@07Y0{RzP#`Wm7sSY8pw=#SKC2w90q^Q##M+L
zgIzhr&Bydgl{-W4D0n>>zNC>@T)0ldfd4Npl#H>^WA>$8r+hfZJdic7pw5!0xtvz>
z?_xFoN;AZ#8B&Ytf0$h#0^kkJI8BOZMBjZm?hl6T0Iqjsf6yO!5DLRE8{D8!Tow~s
za^&+_n7DF03`V1q<6*Zy3WnLtUJ6^UvP(Z51xLp{Zxoadz3^qw>t%x$6MN=~y|B9W
zONduttrrZ|p5rxNdlrQFUiyb?w|8$p-CvU*$Y<Sy!_k@>e=Yd_8@{-~7eaWG=>7_C
zB)^59lSD7CyS0jo|CKkr%?iV_2&YfRhenkzm1r+l-G->NvA*duJ}uShwf~4}=@QJ9
zL$B3?i-C=AVd-duPy5os6%_FAV>~O@+`3yWH~r0kk)%v^YG?_)!XNpw=Qy=?jSzD&
zP3;Acc8!~&zlj-5^!%F0S5W^LpYkBCRukP{?{qZJgvg`19~gc4gybOLtLRKn4b~ZF
zssNPT`ASH1(e@3Qv$h?y#s`X+Vo2ZZAvH8LUYi$$#h||1gKC@@&>9ZBw(sfPPcgLb
z_Rt!}Gr#8@9T#GlR*&!em(_4`^an@B-jKZ?i}&^2eqRlrChRPIkF`+6xW3!tY9#H(
zxbm^{#i+j9qiVdZ)-lt?xW3!tYV2~N!)1#>eYXeISTos2Nfrb9ZV#-neT^R)R}AgD
zJ+zZfwkpQ<-5y(GNo*VlQ;h1nJ*vi6);|8B7}$4vV2w3#l=QtA)c0plb*krLP~V$D
zjS{>TgZkbKYLwQo7}R%rP!0W|mBy_Y*LQndjYY7Xw5b@__h?|v6fMQTzS{$9NMb7`
zLou%J_P84UFJ=&SF|6<Quo}vUDD<)z)OT}Gl~0;>`-Ts){H6F0>oQ{oM2@Js)G!If
zJsLHPAsS5AI9+Zm;%px)4PksVEN2}JV5qnauMb^p)VJIRG=R~`$PTSb4FYY0riL)s
z5VwqJm`NrU4P<o0(ADc=gA!Zmt09b@MB2mDQmuwcD~<FSX{FJ|SeF_swsu$=z#!dT
zs;5JkYd#HOG-53tG=MSH%&(9xH@FjtGws0tF@o#7RyZ1ZK1Cgpn>~dEEOO*iR{0`F
z%dyw~)rSvu?mphTt6s0qYL)7Sb9dPFokziNgxEz@@Of|~@3#+*yl&6M^j9Sxr9i8q
zg%!Fe;g1T1C@tKGF0WIVg9NzBQG6vlyUtISqDu;j5Wnldpkf`aqgY|Mj`}KekDlqL
zOHnnA0cdU>jz-7ft+llS1SyVN)S0z|-of}}EzVZisQTB<S#7NwhU0)aM^P6#Y~+8+
ziNXbCM%$Z@yM8cqM3_^@^8=?d7&^nC+vx^vJjLCSh(2|^)?hqx+TO@>5ErFs`2Y3~
zyP<RJ`7gbLz(Jtek=N_~EeM@g2wW94L!fa+hk@NjsoSTZ-BGuHAdnJHtG!oU&)HYu
zQ_g)EK2-__z~qg%z0mRcZ6_Qb9}k8j$8$np>jkS$;DuduYBX@hVStu&FT7sV*z3b?
zFW|~V#*x=Qap;x9v=2*zPNI2^A-b^}yb5}Q<D;O@tmH{wdQ%<-ueyXnF?q4dWd_&t
zUM_Nz9Psne&Y{;o2p$d&+#?Q%xc=<!?cGOrqX$Xsngqu4_YZ+)j3ILsYu)|(?k)zG
z#zEEp{UjK7|K!i!@J_!C_h$PS#RA#SFYb<ezZ4FAMFl_l-NZgVAouOQ$MMv<2l}Pc
zPu}qh4m&sEmPL##L}NzW^0k9Qzl`w6BO_u=GJ#o}j1{9`*d;`i;RnP^3(*=ZiaJ{;
zVeO(q0cG&45V?TQ2-{`Ozr$Ui4+vOO(%)e2ll}Mdy;wGVm++3o-LK2f@f8S$6hj?)
zouJ%3qE7~YNPkm)euOV8J_52-MeCN225lCG7uGp`ok|prUZzNMrkY54cQak^&|JOm
z4f{dJom$>E78jc7@2$X%t){^g9&g!qeJ3PycCjHfvw;%9yV;<c^Xh`7>t&@^iBMXt
z8@~_G!PrkTH1@o>&ENnt?6dOo{-7L=ykWT;mW^d%M!mQ2c!`Jei$l5JaFw8T2SX0|
zUZ!o(Ehd_Ym{5U17T5TS|7xMbOQ7veP_I`Tm0GjX+^p0(f#+8nL8H3f-fC?H-e$cM
z1e>j9rxSEGs`YwfePhe31<lR&<~qV$n=Ouh->wGUR?Dl`{6?+WuKNB~)oTG!t6gud
z2Yw^i3O4;#bEAs->l@Y0jasJ})S8`&7i?_Q+v_z&;daGq_!|LW{C2ffZFDNtPNUPP
zdi6TARNh9=Y&2SarBi8Dn$<?j^EQLpMzyo<gSKi=tMUe7yHQ2eX0^3dX;!M$R-@)O
zo9MtsvsLwiE&Sc6w7uq5y;iGM>t1cW=~cEmo0Sc}3Cgx=Ri>vEY&05;dZ+Ghw7hD&
z71Xvi+umliQw4pMhQHOWZ?)T-LA%zhHvO$uyWOcaY7O7p^egpXeUtH^JXmjb>aAwI
z>UlwRy<Tr^f{rb(={Gl9?e*$L&}x8l>y^z;rMX^j`+j9(qp{Hm{Gd@|{w(n{aE(L}
zuJ5(H-kRF6hHKeVDJJW*CWJ-wwg0=1{4%$k*w5bRuawk|(uS+J8%T3dSuysDx18!q
zDLm;9j>B$fLC?EIUn#YN&>wb>Ns$v_oO8#%Qi^p{-p;d+&p<WL?mh$6TzmcuTxpts
zl~NCSlYST*{s((Ix}@BJenE3xDZ^Gu-gtC480zPeiKe1!r35vY+5#D1NiEq5KKjQe
zLrQOAz&Qy$+e+zha1<P4vu}bqIrT*=CFIk9QbVklBLq2XD}@zEMHZZc!SE!)fSwzA
z6l$j1Yl{zy0kemNdM{WhAu-6%D~E&e&<_M-=?yV;A&yppP+NGz%dz+Fryr441TP$|
zps@>}Bw|rJ_wMif_~VvaMedPRhi@vz&8EAq3z}|IU$48H`nqOZSKOL<zKK@d4Sf?K
z+H{+4LqA{F4Q#r|n4+Hp(Mkz&LH3-6A?%L8N9Pbp(rCicm-v<gr5@e%2H>-J*>jE$
zX#)v=uiF}W!xO?0yg?h_5H>&KUZ5n=BsEFKYvVYRDn<Gusy={zaA>zUr8=u-sJ5Ir
z?cg}*x3%P?d_9)H`sv4YcMDH`|9j_$#%d<ftk=kfh-bKQe)<vfrYbRG?AEiZM!F3}
z+D|`L+;v4%#oZ#R4nv;j?e37f1I-ncwS$f~?v2VlrM(j~SZVO^-eY<bRJY^MYx5nt
z0@|D{xAML0Zn;c~Sn#FO^A18NJWoii3)Lx^oVrL<g{kAvn?dhDnP#r8XUwOb*D@Dg
zYiLINS6+i6{~&lV4E_oo^(b7c*R~oG0WlRh{D2-E%GitJdFCdZ`X!RAh2!ohaH6d+
zp--JWYF8<nx8{Mo5!*~EmG4gsB6!ms`Plqpz1!{%kibbWg5)w5zmeFWT95G1Jq!s|
z>O8cU1FH_r%T+L(m0YV%d_EDX)JZ@bpu)Lk0mO}(1=e85jwjakD`tv3UJ%n?UQ!_m
zmHN$^F3Z@e$|V&eT3GlZVoMo9vmCT5yhdHn3P-9$3A6b3CH03ik*HF|NR?|rwa$f!
zEidUEXU|s^wZ>Q1F|NW;3k$#^)G*k0D%;RPO3@;7i>t?sV_$r?^F2P?wTkoX#OphI
z{$RwGg@1{jI6n+g>K^pmkN_fk*-xswr3jW8p#BPT*>z9~MJoL$7oxs2%vy%A%P@gy
z!x*V3Rkac>v^~u*tr-S4jlnX`X_FnuNHbco@=bD=>}JeoK{@|ZGb9pQ+On$7Xg142
z!%gGw#vSZHUwgxL+4+uaP_QtGyYD5fU8HYw{xlvyR#E8=M2TrNTl~MQH8|d9<aC5F
z%lS6#leu>SS@Fi*q0}p*Z%gvKyz0Py<sU+v_%FrMOqkfVMVs5A(QRsVTQ&<*Scwv0
zI-Wlqgw)dOE=U@ZEy=<9b~`SEwzVP5E$zd0w|(Tj44&bX(^2<Tus?V@9Q+52ciYYw
z*=D<=69+axuZQ(JlM}Sv(vv<6iC83$G_H)MzQgBpgHpsfgJFr%B@VxbR3y8i>?`bg
z_?(>p8?8;Cwj~MJg*ueJC#BACa5RZ=-@4AT0J>i?2a*}`KK8}~|0OEI(wT$d!Xg^H
zK{_L>hR_47re7=5qDdrM>aOf#t;#cnUw6Kr;ctrR@BZz__wGJ?axb#<&0_jvT7Elq
zj>W0Ge1-?^i(%1=6CGK`6D8;TfQel$KlgeGTjHF=uqrIS#V+wF%w>*a^3JP0sBD!n
zj6bJLf&KUL%}JZS_xO&d!ZlKG;FEMn6N!cmV}iv&M&9h}*v;URfvu|qC(D%tHwT*E
z70tf$YD`SJnE5~x!577(V@~A$%L94|%m*==nX)N|2kgO13Hv*SW+Z(7@gcb}mD^n`
z$)Ryl#j&TD#A?;d)i3BTQ@w23k@*!%^@Xt(pTrAA`6aj0GP|vB?$omdPCF_r$?|`c
zm&NpvUt-ZZ2<N?`q=tt~WPg@`V!!|>vN>y-HDJbvURbe2tyI68Xx9q#8kfLs-{}UU
z9q)VJ-@@`(SRT*O@)*5~TDiop<c+%%tQ(~)gQV0-WSJtXZZqBRIH!^$huLv9l}AiF
zD{tr3gQOyxTRD=7ZC;H@Dzf?1D5<Ds)~%#snOotKj%`jYOe(Sr)l6;!XqM(Lw+%E4
zfzm*xTaEAR?bf*@)oPq>G>(+L=@#RtJX>*`ZbDAcMyDHaN!K;WaGPmub$<NO*@Vik
z26IN@CybvG0_L<S5HOrhfq<EH3IvR@Qy|EOI}rp%wkf1;!LGYG1qaN@Qy^e`o&qtg
zGca?*P%;GxS;8}n?uHg}HL|*wGECHHC)L6RyEBR+d$lnMW>D;x*l-P8x$V~0mIf75
z&2}l~V@KGJ$$adjPAJDo+VaT$DvZOT8X1StAndchwGFiE-{WyAC9Gr7`~ku$W)f-3
z1y1^S>q7Hl)zKOkek|(3L>AR0a#C%LFgT-VnxzpSDb_>>rd((`Q5dsClMND2Q!6D*
zkR{XNOPg%eOr1(eV=W+4ZMAAIkK$CD@l?e))fe<LLyf<}pp3$qX4B-!B=&|z6Jj#q
zUev0m6SC^yKp?Y@qo$y&RZEw2*;BW{^~B7z5sN#r)F=y`?)_*m=#?XX3|mEV%f1!l
zp=RnV6lw|-o@yRC`ba^Cj}4q^-DaK0g4o*5a2Ql#^L<tZ=c{0IuiFvkW}&BKuhc|=
zHa4>o<m%3or~m%o@jbP3ze4K`b-jG=>BBPnOaA<S{%<fsSDMZP*q|St^u2?_RYyFl
z!m3`WZo%0BX1QSO+!+Mnai=#v;PS0g8m^-j4fO(DUQ)yL@8~0Chk4R+>t0Wo?#XB^
z$12tvc}r^KMOLc(KIL;a8C88Z7{Ush2v58jIu9{H9K@Hy#7ovqiq<5N87kxC(!Xa{
z-KM(RX_XN~N#T*(9F2Kj24ikZ%W!Ah7lFbE`y@Lsg?btRp;!+)Jr7<%FyFR<ppSUV
zRyaOFY-#I+tg)qSNs(-v-J0+%rvPD?ciGHM_T^WI4yJR_s1f)l(fUysy2Y-B_qL(y
z+z!!-kEv@>0t|ybs6a$$XWVl@7mVO=fPz(+jn<Ie2c7PlAS~gbMHpHXt%!CxL{!wH
z`hy-$XQZOgEeUIRXVB{nUK7)#UtO1s`$O2<$$%cTZ<R`aaA=SC1CM=*6Eb@!(_9)1
zj}i76lB89aKXC|b>3BGJ1zSEv*}^%$@8gPwKE<LB-(vU?NQVFrYLI}5JcR<9&E=>C
zHNT@LKb1HHSkt2>R8)z`60?y8aGMrb+p9$9o6+`aX}fho!XD=>9?;WQ!c>H-VC1{b
z9{g9ycK{Ox&TA1y;;9%^)u`~pC}B7(j|0@|QcN?gA;^6p8kAL<1}JtyIC492f=h&6
zcs1ZK$dLRP#>b#A@Q%=^(+^%_(0MMf_5T{LA^64T*PQQX_^Ukt7{^CD#@ag*5ktce
zCx2fvO=hewy>O~L)gge&U3RjJw{`jKVBG1s90HaXzFhbhc!hnw@H*bpw|viJTV{&W
zw#oK`{91YKTbHf+j|D@JA!1R+24j^$XX{2k?$n$Cz>MfU=>~Tv{+GFAp8icRv53xn
z2*nihV;tLg-!t`#EJXOh($9lIoEW{<i5HyrJrnu%UbpNQD91a-EBS0BiQPpuXq>m!
z>y%yXyva<DeJ=tx<HI-mJx})ElsiG6*3H-km&0R<TPnj>wU3n+2VKvOeBK&`A+<21
zo}(d^C8}JaP;9t*D@xAel-NzRtttIkCIPYnJt{7=m!%yMT4t9cuB=vim=X>s>^iET
z{4<>8ICMnmV^$r4fVG2kFr}T8V7{|a$dqoU#2iK%mlB1r$doHlk8>H1?x(~R=2DE5
zpo34uxn}DoXfu+gnQ%+HMu02ygxM(OQExb6lYUAChhu9JPNU**qV48cC^?``pIgo0
zI4;;tI*h5h4hd>#8z?>66m`QSg$HS!wUQyy1>{nCBxspV%5=?#AV?)Z(}cy92|_88
zsr?`nXQ%-obZ4doA!M^?LLeiPp}wqwDA9ff!KKf;M)<7=xE0o59rkL5z?z}4X2`4=
zN^8W}3QMd)By6tw+6>k;gLorE(l)9q2rH;G=+Mwb(ou#bm+q!SC7U{$Tt?BjC6sl7
zc+PQ6Df-|NzBnReS4ce>70OJ$#rg6mBoyU$6A`@(8P^B_IQh#0*6JbDdIBxlunc}k
zwJkn$J5QgkQgq}&*N4Iw+Sq+?ki>rf<mdsbDp#GKdobT&acVq@>6t}HQ;0V1hvhvP
z2ED5SW2KSujtCszHNt<V7;jfoyUAgM>7`g27+EpFB-m0bZbKR4usF!5rZO0om1Br9
z##Jq=TGE6n?Wf{pDesApS5l6G>|GTA%wrNCYGQIUO=&Dst)ukCFF)Yr2!Sa*Ln@o8
z;iSP78+|;_qCH{zr6^>;Cu>aDo&Y|5aMPJRbp%P4r&o=~zm=w12zfs}vxQLauxT-R
zZh@@48;t4khz60~Rc+`POfQrdK1=BOsqBM=uOj!~2_V`Q$%tctuixucuOpp~s&!Zz
z5eIuG==TTC&;R4U_dDU}fBbj<r6O=GQQ-X0B3QRG4hVJ}_%D-@v7aTXDSRKnZ3N~t
zO68fz^SGK^%ZjEtAshH214ul3kO)t;4TRZsv$MKZQoaV6cw(ttZ;55Iy+Vr5bFnOe
zcjyr;8c}XnWzG0t`OzRWbH0+{hRh`_%#LBs!n*6oX%CS4b%f`zuGp=Tk<hRQ>h+Oa
z;Tg6ZTE9i%-{eX2W`t;YZ50xxK4}(mOAnCkmBLLmI_cmVLnrNWY@$gIJ}s3VQ<SdA
zDx23FM`8pugo#%h;xsLg+6WcJ8i>EbuoEJm27DM`wUsFrDB_mbv~3Xl-Rnb`M^6T0
z$M-OuVQhk_%Q8ZOA@b|`{c4G#it~~?VKJ?VHVC1C*uS5!9WQ(u@0WUmcuUQ<v;5U2
zE|#XtE`)ejp(xRW?j9hiaG;*taFGTE>2=+cBMzjTCj|C0z1pC(w=@!QqTe$MSG;>~
z`yTpb@v{`|H_9E-JC;XSNSzS@Dqpw!29r%{Sw_#mCdKYCvL*ifByCctv;^R2z%{6m
zs3Kcm{-G2}0)VNZCN&n=cixP$>wkm^-498KLg$nXR*D2+HV|vO1VpMuj@izX8YV*V
z1{Qovw`A({l6qK~lh)s85?PPmrJKcbw}HQP?qrYIdof;LzjX#)t_FBGtr%7!F=jbe
ziJ2JuvUGy!vB>9#S11L4oYF-uO%yD=t7C6{e`fpW*v!y(Gk>f(R+pHnu}t|`=lTjK
zcf;9V?9!jcUH|3IA@-~QTC%biYog-AUNBE`Bp35IpU5?w?qd832Lpo{7ktSR{Yu{(
zg|vwO0RMwf!2iWxO&$a42YkT=vtS_9Xp3^98NXs)7|gifOCFd~7#wvEh68xtO1Hx=
zXmf|zu?WA-=*QsE6LrM}^W!PJRtm3`bM#tCt{}9^ouyT&B18QX%6X21xCQGJ;sh)4
zWXLiNvK6zdjF~#2bxJt0%3f_o3+GncTfxZ*HT-1leF-5AEs<gH7R7gJMZFQwJ&TUs
z4&$Dsrqs|ISrTk5x3uoZZGBRu9oMZ}*%5?A>@2kGWLbL~ns&l_hT3*QN1h{&bLMJy
zLK;_5zYWzpwR4{8cO&vX-aVZcAn{tI#cm6>3;nvfV&%HLjWp}xUguMv;KaZIxzdHf
z4CkKJY-I*=CquafLB#ij-d>d0A-5V>cmYt>@4B$IHzLdLDE_8W2JZ&NMMp4(ElOjQ
zx?XAe--tkksY(Nx3f%}M(%+T@q)f#PqYx!65Bk1Lq1tZ4Pz0|m@716Si&58uU9OF+
zs51Nu)-HHT9Le_w2*`<s4rTOAG~|d8z>+pb6jTfGOAc&NDycVrEa>owH#CPMN`x&d
zvSxDFT?=M^3cf{p+L(n%L`)eLLxC!FAXKZ8Yn!t7$#`D)h`bDXJ>{{I3<s939x?9$
z;U?i2W(A2o5p}LS57>)A8`9ta!LO8RUpt#%683O*Bu%;;)k;>dI{9jl!wSD1sV*2s
zh`Q2LWwQ`b<uD;q+ImG0Fvq5FR5ESiu1BEu#Eqt?0U@oN#>~(ZM5+r6ZB1n%h^IEd
zDJPowsk6gzXxB%R18%f#P5Q;)LNpV{1|Ko$LlO_O*F@24HE0iRIj?aTX&_&w*7)cc
znI<S)4`-O-eG-;d#P2!L#)1+UBRUfYhX(SkpwR;|kqrOwpnv!1SVXtV5KG;hfq*KA
zpKuJSZW_Kp)h$tB`lOdmHWQ|&z!Q&@kEWaLq@$@MrQ%e77S<}w?9XB-#b}vI>AiW!
z^>s9*C^<V4VIVy_a=LrGM>Di`R9Dl0@-L!!oX7>A2!o;R;Otr57lgWx>XOERf1l7>
zQ6^fe<)9j@b7$DPMub|4LM;;>m0mUQePezO(2=IVTWxn5j8|C@sp7{Vg&*@@dM<xo
zSg54O1C?H*y)dgYCjw3L#<`hT)YmBPzv0|%Q+9Lbw(I=yDA1|tzl}Y1eh6Mtank+f
zlNhAx(GB6hL2=&N_vT|Nx`tk<4pHaOJ^6Gwy1dG160cz}H0%w2N@^Wd?G&l*)uf<Q
z_tE?)C-)7q+iNM~6L$-$&r~_vFNn^Uw!Mq8X^6Q6ZQOQ39Maqqhkn2xMeeVh@UVL%
zw=r<=F?*uIrBCD_EdKA-E~DG`dt-_|=NNj3T+`u3dOQp78pvNPM`(pZ;q_Jv<W^*u
z!LfBkR0Ix2L3}pEHMv>RRtgR=!w|w7zD6Y3DOlVem0}fZSS?ZgSntr{aNMW3?G(T0
z68ka1--wn|<XI#?9)~yyM+eOBi#th0h=rG0U{OW_p#P6Cxk`!U95u6T(IvhKwQb?H
zW0k1PDROaCM@j|Zj&#dWC!siaoel?WnLU7<g6OR49**Xgl!^ogI1Zb>TR0Ru7#?-;
zEhP^v#dqX3z-cM?rg41w%8ociKn=Pa(n!Ma{S1G#2M>Q>rh4!k_7H92o_N}W=Z5>L
zd*u4ypFa8hLkRy)m(TPQiGaejKOhcPQMMw!d299w^S_f1O~xzs%41XI$!`k7C%nJ$
zhA-QL*M0T)bHjbxE=ll&qKW9YG<wYuufP04)5V_2HCOJ-Uw84!VKhRlGJLqeQvwW;
z%F#K735aq<(71WW5Q#X<gxtr}d&ENr89zG25eTx?g|xQnXV=!14qUA#G_`(~O(7|R
zYU)i22OG${fFpl!(uDIJy`S_RNVx;9eNW=SJ;RQdI-o{m3}Tv|r_po<P4ahLWcF44
z|6j_TG9_@@?S>SxNtsOK;r1i|set~*XPA<bf(eiYlq;nVhN-HUYVvIw4~6%k6spK*
zfrF$dYlxOLwx{S{?!NJZ<I(<K+(jnz(}SQ76&$i%lPe>bFNt3KpFwoI2%d$(D>&7L
zPNGEQk8A}r<!MU*flIkqqMfjE8AVEM$pSwZQgj-?D1iqZ!NE9Xs*|LfCjv@b=n9Y{
zWjN~kV<eziE!~r}e^>q9*vX2QlI9a$OydiN7m(OI5b0hv=rlI^4ylef0|;8d$*@Ez
zzrks82nCy^(9MIBf?cFoNDLM&i6Q#bV1fC}eZ3C+haDUqH5~NZM_4zt-F=cbh{aIZ
zU(`g>e=eVo3wOxK)xnRxdFqW0!x!cRf58h~-6L@kvBiG=&ff6?GrvooweOIYF|p*u
zKlWCNxvP0|9&LS`ZeZ0k@WthupG?_%|Ci^*l@2m%N$**)io*n2w%jEcP;-PI%v6(S
zUGfX7@#>3WR%lk7_XUrwC0;Ogl<tS!^i#GBvsPpHWcP}(Px9oPp75YpV=ulZvyc6x
zYAgz_&|*8YZ<lW(Fn^Y?>BuDeJuBcoTXRA#H~2`Ac|=1#4BU8<r<ZSXBx!t4pYWhq
zGvY(_zN61`ek^igh-62kp-3`1dwMYSUzB(EpWS}E_w$oykM2I(d-3y=U!EoLoXZm?
zsSqn->MYX?il&nq0%npP5q@AzLn&6KVc@D7m%hlJHyWh4csm^6L9xbD3Wa5AQHhnP
zaju}B@Pm0UuvoE_tQxbvxP0@235W3Dtlotj5p#t@8nrP|j3Q4GV@TztHEX0CnSz1x
zAjsbmbh8>^{NnP>nK*^-?L7}RjSmf}GUVdpqRq;p?+m9I!4GDr$W=5BeNjvR&5HBB
z;6broZuwCWFSigB;`5>?;|iKkelQOPEgm8pp~kB(F5m3H>mh#lj_}zK#n&YY)0f`{
z!6dOtjkIEU^<ud&6kiwpid@nQ77fuyLOc;)7k>4LbcWO2;0H5Q<SH76zPNnyLzDKt
zU+|z<-v;qXnO!DKs77lQ6bnZ`u#~4(hCM!o>6dScFz2o*t2%r3q!9mpJ&HPh=$GMW
za3sdv>?1?yXZ%2Cj+<D8X9vj^jUs-LJt4TU<?`;M{fF^-#r?T)fXDG&e#_5|S(mjT
zcwCE(CWo1y<)HGL`gwWx-rdJ{pFP-lv5SBI9G&!bS-JAg)5WY$yqmPJ|3Laqh*hB3
zQ?8_+@q@XsT#4cqNZLnt35>eU_{H=O!Hx3n{o8wgy!-Is)@HnRaer<cV98;)8$-0n
zpY{m6P2S-?oD*LKE+5{`E32>BZO{ZVavy$4VM6ZDbe!K{=stt@<}ggy=Ch~ExiO+>
zD9(W>Iz>zlo+-8^gEu69$J4;{9+ken3a_3h5@HV-IK9yr4#TS4o+vwX+N3V~)S5(l
z<D)pO#RQ6T<PzL3Elr+6Jfmb#Ky+s~@9@KK(x%sK-`6uCb^h&%polmpin$W!$R)U+
zRTse%<L@oWprnSYyz*7Qem4n5A2$$ZLNQI^9C?TCi_}U*YNc~btu!$_n)UQw{Xa6f
zk_hLgfBygWzN|T_D_c_-1R_D6%R}9&y2ox;89T@W8UR5U0s+F%W^f_d6?Jb{J5rfP
zQkHU%b3n*(pE~-b-*3P5L;r}5=>Ky&qJKj__P3^e_8Bu%2qAo>Ajos}UVGkW4{P|A
zZ;xWW?s3YFHoLt&^|q0)tBgUIBntxEn6Eg1B?)AhCAI*ps-@ozg+aJ%q}2^L4MPD2
zzf?>5@k$w0CxDhvMk+eTI@^a=qDpz@*dD?XS9c=2<s{A$z&tX}(u=K?FDcYgJ?Rc@
zOv`i+p^2-#Ph00SM$-Y<JYyCepw)A7PQnIqUv|$J@s@aSD7AbxXJ2Ft4P#;$VeixY
zS%8zu4WOkkLWg<<R?w9M@EK-^VxN)aFuYO`+6R5l<X!&e&EOiW^cEe82G1vU4JC1K
zQB@eXSQ2+NTqsNjPgI3*aB)?XkbP$rBwPxMD~jR@3xv1B@JeBx#T8uw;!Aj~AR+nY
znk$S0=0*W-m7!L}4k3_97+aFlTWmy*w>le9;z4Y}$#mSk*lKE#Ijg&GFphL7TXBSB
z&BRM!vdAv<Mj#+rtuC==x*dL>1i_(F*=W^ZB)&^tmlR6oMsOcs1%y%r2!?vExg$B}
z*ek!h6*>xO*E+*m%L>){kV$%8jgrKpYxwde+}cBAxPA~7dU*?Xs}Qcq2T`Fzv4i*O
zEJpBt&DVNEYRRNSdl2^dS}$<9ODd%GOMDDR(4b!1qLOcCO+R_V(mA}8(LL{P@qc{e
zIba+7ICp;1%m2Ze<fqDb6&CubB4n>IgMA;#FbDBWK?wsxB@7hP4OnAqTM-Ue;%c*%
zxN{g32+(f;AR>qm4h1l()wcrP8`dMBoCW0K8z>2k4FjZ=sQ0|q0^|XmK6l|U3y=tX
zmzI)M2l%QboC|Lc2Uz7>djMPowof06*Tn#UI1Xl}3oJl(^o1M&o6zk@ZvHMRa5e(w
zCWnDSB)4Q21!Rd#$E(HgdiXV=`K7?l5E2B01&9X#!s0~QsJ6R}A^BG3xIFfw!$zP~
zIT&e$paVpoL2ct=e7HgcVDxY|>$b7A*Lf`Hw1GBL|6YgzMFhMq)#Pl)VZB6hhd)?G
z|Bb+(P(}UXq@Yya5h>`>*m=pBrfx0&^ryhGo}?zhzx<1gJvG6v6ZT}OQ+;Qr+U0W!
zz!!5Yu(*On6-PJU>vp~*h$fope$N3~ZIJ*xIX&oBBg|4<JIUEFPG06ob>zMC(!!X1
zv>2)rPwCaMM{6<eBfp0j+NWsP7RDbs!8!%KTqJB#VBeI?Goz0f8Zw-{oljEq;n>Yt
zaLrjvG-tP4)R=ixZh{6WB&1z_CTP%QYY^Qy#%d5xexA6PLA+4-A9E9K{Vu>g9d#G@
zIbTuB`2$aH!}%>&Dq0ybgJ7OZ{VsGvmilC%mF1J=7mjXn)%_+Q+)V0>lG@_Rl>9Q&
zDkWU)Y{gTEK-4z?PPDGqihjlgQ-i1$@|IukR3)6^f!|_mW75O98vyQR3XkK<xt%av
zn~_IDvT%(~$RSh|p00u$e(%#AQKPKLHC3Io#5J!vDmuxFg1mJ^EnTJQmK4um+M>ql
zQ@;f))yr+b8bcC^P){r5X5)AtPeDf}#w8^~%IlC6i4!3iSe;?G`8Wiol{1yaDLG+r
zK02C(O%*BKxKy4-rVC35>0MTyl7|a3p^ghM?T?8OTb&*$X{L|ufjFV#Oex2MIn`>r
zS{svn>g)iVgX;5Uv`d+tCaq?(!^w$)BAxtMMkz<afAko{^{)b;mM)Sb;kjU?jT7ba
z3#|YBuA%(Bdu<6WMOraVspdVKN33xpe@G1JhV?6)Ic~@2jvG{5O)CMMP;Gb$nX~$g
zu)qo5EdufzP|-F3ZAKVq!GpEOj~IjOhfcHJZO|=2U6!8sXre?F_^hvCAB%2ODz}2K
z`FmPJap8{`hg(6TSKFo6;0xgMqnOW^8;#F{f0pOf;ktWXz|-F@D$(O%%SFuj5%cu&
zH%GU~uP7I};{V{^{`G(S+kgLG$W~tdi-jzB@Ba!4<nKZPBbrMF5#785(c_{HSHhv1
zO`VZLnI&*Am)R%_ak<;W+sWQFI{Q6(Vr#3o2h3)bb-!+gyO1~h!B$bmUBgR(-&hZ+
z8Vi;6l(gNwi4tZ}taa4kmuMvy{vJ!=kEQU3D2312-|eG0^*>XxcP#k$b6aLwv@X$v
z0XvtL{Yuni+hc-tEEz!jGs(8B$52bFzrrI+1wuq`n{g(F0tynnu6;YVj<T5-M0q=W
zF@?A7k07$MKq(m_<y?`HGg=}(cc4tBlT(95C4QNXj}oShp_(2_mE$E#V@$r7($<jJ
z#0fL4u^}Ys!>R9eON+qISm#~OcTk)%pmRxD5H8Uw4o_*NNSt~OtMqYmtVh*e1nz4S
zs^WXWR#YRW86xH+;v7-uc!y!1d7gU(OdhG|Zkgg0^5>@v;w0mgW5kb&G2OwrCuCu0
zG>FF&a40Ct49hq0*}VmuXnY7T0zOgDrRFzuGtkiYsRmW(2Y^=zXBbPhrOQU|9Wm&H
zF|IQVxmBJ7HlwLpPEEaymcWI@0$f;JtuL7tzttf=zsw9fO;P~?#ap<~y*=eT&}L&s
z-M~J665*!xxH+hA!I2McV3)7b4a}PNMKb!EP6J@|Od4OqZfRFcLTkOp=eDykZ0T9}
zh0s6GTZi)%L7qSDAcn`dYo?~y!9$8~9M|@eb=iODVcNH?Z>_8`6RVb!rlRR_!m99f
z4%<4X_|)C;`h%#o6YTcj(+jxTePXvjZi5M4Z<0_6@YNgSBS5)s9)`8T%b)shxLWd5
zApG!FbG=u?mrZEn$vinL%Qh#sipypT7g*E-_ugKx*@d10D?kC`zT0bVHsSFjSgrSJ
zJHcPEo&<Ng&~)ob`McfT_C>5ujAY&)t`o5JpvfXBX;;s+C+fjt!de&2f@_2UF2z9M
zW|uv#7JJ>HX)B>my1fAeR;a>;cu64T1-fNJnt*PrI7w3F>)>-<YQ7czW<RtHLkj*p
zAU8w7&*Z!rf-)}I^^<kV23gWT(*x2rcJP<boRTDP0U(v4F=K(9)BuetsX(&_7<8&a
z4K9n&W%Z~HpmiRr(n?pjXObPd)!c-?FmfG%p@v+)9t9U_aJ7p0awQlv+fn~3Q4Q-w
zXf13&teF)<i^pnN#}Er3dTGU<I^1-sJQmqz2eTC&M8iQ2Nyq_046ZH|@D_qza=nj<
z0*_?uDPbL=T^4ETsG&2ev}a(5lU)fQc(@(mqDYe2HYK)pZ7<lx)S{tm*S0y>W`>&+
z!8mi`pPD;pn+(Y>{H)0Ka0D{w?og)If*5>0udi1BdWUk6slwtdt~N~%M$M;&7koAP
z$>!xsx~bj%$c%-|zWuz6tP%VXJngjh;ylrTR7=#HTFZXpZqui7o4?iD_juCYCeJV8
z+YVnWuT*XtVNKb9hAf2Bx+u=rx91i~d8oX=+2eVWyarj!oUNT2Fv*YO?AY$fOtDK=
z_$6!erH3R-$Fg;an)R?#kG+vxrjW7}@yt)8vuaw&XHCznp)uz~&1^Lsyij%@B3xVF
zSE~1@c(bJFhpPkg+aZQp){;=hw;<79?`Xt7By+Ro^N=fvm}$6t6C@c&1pio)A59_6
z^Y=w$JaLrhvjU>Hf0eMP&^2h{5kqxEq4GT|(MS1(YV0TZu}^JoewrU24^lyYgTUqS
zn`9n$?8wGdNEPrso#y0g(;B7<V1iUXe4H#m^1!6h9NbTQjCDar<iU<|UnE=Nrlx(o
z{xqH+hnA*jW_lHU0IrlD;H<{XC0!4>6P^os!yk-Q>ba~qM@_<DSd_HTEm__b2aBEy
zW-9k~vcI=p9P5NvB_ud{Zqa8B60(V>yHTnl9}YX+9%L<0ABr!5oMUVWnXVwRux9=H
zX|Z-(@y{{q_?UHkh^*r*U&5A=^Zzf8Z6*3BOS8HBE@5}gR`OWRL%j~q=5n0p$dTv5
ztalc@5zNgxf84|bv%hip9<#Ze!0}S145hf(WJ<@1nN3@DG4Xi(24#0pM{Y9n4|=4I
zBRXCd%Ji7cWvCKA)y0_M8`n?ysk6EK{e81NW^;L?cBq|ASb)tk@6ZktFUKHB<@Iu0
z63J{_R*6uD@^fHZ6Uol5$%!&bm>4)+(&cdiE{fzlF)L-<3hkGxBKaRAYejN&7vltf
zWz5#ZCsyj@u~{vW`^)iL5;Z&+)=MJG;yJZHE=+mm2f&aiFJOPXnesesq1rc_MzSA=
zS2J6g%`@4P4CsDU#ulM?VTg=JAJ1w_1y9|*TD8%w^M=vCA^A8qioAMElv#Eq>nuHC
z=Xvuc87#6{Cp|8?r>pJ>Zitl-jv)2vGBrG35+;QvgkcgCoBoZrT@r_%ic!v<WKt@d
z5|X6YOTuU)RnrqFu8Vr^6_yW}04%_*>tbMv$QR>ec9~MuUYL_Ec(Hl+D58W#a)<+w
zWRn)<#hE9s;9z<bMag$k6pPQaC@S$Wj71c)u*M=M4#8+b-d;wM#WQ>)sj+ZI63Vh@
zLqQXP%qUjAf3|XWd2Qw1sPv=apLRx3l#Hqk4s*MT@=<<QQMAYLDkT}!VUFu%U6r&H
zD$3iM;B<?5)t!tw$z&QoEwh<sO_@1;M|TVr<62CtDD1Ioh#4}jMB1@vDA7p$Vyoti
zEi}ZmIgOMjEQT0DQvS)QX$#Ed;1JbG$lLADh$&qD%9BlxMKwwi{x!6ZFGKb{w;24#
z?iPG8uQg$s*Q!vkp>q6F82q(n9+ao55NyJb?(enj?s_wphhK!M#`9()ydMptUL35I
zJnv_&VfI4`)l*XyNVdV$lE*W|1(U~V8cKOQNn&z&q^{#flA<dCNzu_ML_kt>{L16B
z>S~h^-FUB4Q}=Q<HjL^v8eh%ZC?HGEa^b8A`up8M<XIwae{c}_r-boeu54^H>rIl%
z(xir9tV)|NJK~o8R(wTE6W=;FCV3c;jVKBAb<-9*%=IYhRLG{T-TVb*kj&nf=K>c1
zR*4X|LpBFlF3C^fOdGPSHVa-MyWNa}299EtpNAx9A2dn%90FjH4a1r=iW-mwQo(W)
z;buUU0AfBiJ?)xUm+r+8Ozj{~h6ukusMgVDNc$_bHiWWNHxnhdp>)#^V3*o#1mq>0
zY!~}5L#;E+AX}k=feYp=3cj=&)rV-p-X*F8irA^uw`-^}LVM_8$ln>Z2AX^D3{Q8R
zr~^F0ptebc$N-?rS}m3s!i;r*^!-YISl=QQ`v(}Gd)?Kr@&f~#>~3{~4q8kX(>|1&
zBJ|Y`G!a<(3Lo^nApwOzicC6CC<Fwx285B40zF(|sb~1OwsRXz59Dn%8r+TrxVPg0
zyzN>;b%j2O2|s<kbz8bTW|Mv!Cl)O(_0f#;>I9#bN5u}xZIeG{vN6)>Mg%sHMt``{
zVIu_&GxOwl#ia#?|3r*M9gf~{+oeW|lqww=F86vh6A>1W-1DmPTRu-_a(UG3oBUK@
z=rR;IfI#-FbrFH8(LAdCVm0_6k$ob~c^8Gj)_mdyBP`uurJ;VZUUfl7^}+4P=?YFy
z{pYD`P#^nZ>Z5ejD}Fc0&UE!JP$AL6PFA0q-<osPjon(WQytXSO&~X0-H3X<Zm-(k
zflrqMs-M+ke96$6MilMzqn}wwHSI)H-iPB(M1m^KhZAhJq^TGGxykeHAcE2tq`%cI
z*>XX8a_ZBVGCR-Ss7lA~a1yJJ*FJqL{-CU{&Q|X&udc2<TU*VhJ`On&Jzzui+q@&9
zz%zOEd@C`x&pgJ~5A__&!z1KJ3xDm?z$!A$C{<cbyJekw7HvY|j`W;tk*a*(qth0h
z(3JS2I3&~!%iFI$$;Ku&t@l&$@z(W@7vt@o6-nMfwXC*u2MxcAY>U)jtYX$U7xJ1O
zY>`Xs5N8?OsMd%Y){ZLVSvW*nyWV9mI19X4eR4pxX9Wr5#rp&+9QYZ#K70Ev7IEAg
zpza7*k$y3ucSUES)9$#Hw~-X*GyMRJj6rdH<<F$-dUq?TZ-WT;aC~ui;6GRE)3Ez)
zbW1$iOb?)hyoYpeaRxRtE`xI%U)>s7UCyDH4Ar|r#p<`vAm<vLz@3#eJyJEwz3vyc
zQj@!%<Iy_GqeTo0jHRdEPXqUsO-nb5iOnGnJ$`!SJzyX9Ob2X-VP{(wvbWqP?X6Mi
zy6h*ZrKzk(o%&Y0*4wt_oN`Yd5@zo>nv$bJx>kqvUfdE};@;tn_s-rRqCMGh63=mP
zB4~z#pqrSk{L$W`y-VDT?ZeuF4^o@+^1^(^(L}njW4;?R-S+2cEH5?~-fV?Y0-f2Y
z<9Roseagt}cPhO%`&Dp6-ZjvLF`;{N*TCX^>kLi{nD0Bq6y>JrBR6i{nEAWnLVRm8
zSJQp&w#R**J2PHMpSwNNjy5va+z`5&WJ6rk@k3q@SciR{vp7NI+Ua)M-RC3<*sSLz
zKhUsarQBns+(T5#&0Y6tw-i~dei`rlIjv`#$J@#3+mb5DJQQwXyRRF;Vpbb;Od(oU
zvvbUZCDJ#N*dKrZj<PA1!BH&hZoY&lj`Da3X`HJ<ER=IW2Pd1OEYspS3OgVP9cA^B
zLOQ3X>=dB$wU?ddavBQ4m)vJ{zb8@#n5{g3N$U<IqE?xM5NK!BybmH*rvRSTS<hFP
zppi=c<!Df3^|(nAm(}+-UH`O^fWTVhYB4Ix|7zH7kWP^AB!a32RX{)$Uk{-`$TbBV
zD80hJga5i1Uh`k)L)apqQA&)pEq)c(3I03WEcmbR$l$-id4vCoRg$VnSep=oLq1E9
zNkE%CNv%+A)P}8r&LDOwKv{X3hxsaePUz`Nbh%E@T!B%lvZS5tQ{=g21T4)hBOq>c
zS-fzlb0~-}o)er)4@P*3)R*9jf>@rKrK(s0zS<yAuc)r13j0Kf65!t&O!qbxp0l0G
zq9E47xJ0AVB0YdIW0W!KRJ#$XphO}nY|xU0P6WvjOhLBWik3Uz$%xgy7WPADz560+
ztPKGj(buq5e5nY6+3b(CUXyBSF^_AT%{q;*Qr>|!6M(eIM!GNcBVE!M>Y2o|0pzlQ
zCy>RnCyA9*P)@uL#fiqSy@SItoBD4O2m=J0q(9S$xDB96X5XL$q(-%aQuJl83AJDX
zn$UoHyKRrPzIz;WS$UYcE1N5Ut&<Q2R)SHl&R_-Ah6@~a2%!<x>?2<nDy9(d?GA*4
z7ZEz6G-I&3e;z`W#LIwj7Y2Z7)Q&XFWB#bWqWm&wy(-S6E~I6u+8;It05r%^uM*iA
zWs*Y95mzY`LFzfxCail@jz(dk&m6q~W(&rk+8;EU-RfM3W0}peqy>m4ydshyhy_aN
zcUvXm4>YE=IR7h6#kz0R3y&8GNk{@KDb~bQGTDm0VV%=SA&dsb+B>4>d<9D5lDB=#
z`pOa&eU7CklxUu@%I7prgeLmJq77Rm0DA2Qi(EuXg_E6hY%C9PBy-`sW{@`(qz`<k
zXw(gUe{_oFbxr^sE8*m78MN6^>qjg`z=X<K4G1}zWN?A;_kz^j`3Ys6!i4swx?}Ug
z5rHv$DMfl_Cu808zT*;s15D|PCppE+Vw#-hDJCqD;h;()QJQ!i-hwp%4A}BXM?JcT
z)5K*RvY5r_#uJ0Ck?}0l0Nr5pEj1PC73@Kc1UQsFWv5=1`$`G~e3a4^&z^maJM980
zZcUFkv2v*wGqZB;vQEpyL>hzH@;POPl|40$?yNky`{1Xz8-KzP1`Y`_!5B6_MthQ|
zX*7#XKx8h_bYL@%ASgBeK(>=<$%=7^GL4M&lu(SZK*v~e0VYtLSRdSY)g(({4Q<W)
zL!Ers5Uwz+*|o)`x)tZx*XdMK8I2_pEPw2A(*KY?{{Yi$ex6HM+}JQ=F)Ju$&!2t{
zgrqKDP)<N6?c~&nx3!+>aAw&*wGOg;QpnQ(^#bsupTW0BCwLU~x9U*m?Qb{t2;gjq
zl)UE!J8roZy@>XL@5mL&7Vv56TcDUHHSqbEV!KZyTf@d4G`*i^2s({kw2M+&5yaY^
z?QTq<b^PBCWS#_%7@&(Zb=RU=JNQOU>Uh7cGb!x$Hg8pOD)mi`D|&m|DjL?eZe1kG
zROOT~>~FVfjZSwj);}lmOjW;u=pVHYTdwwA0<Hd+Io<e8uXVfLkHTT6zZ*u4VOSd)
z44e%Nv#Lo9qp~kg>72CFRcT-K(<zZ^t;-|pveRQF&Y^;=R4uiF^zQMDWk#CwCTW|R
z`mFf!d&#C6mEis^j7(6Xk^aY#iB;X)Cajy*T>iT;KZ~_zRRsFh{|zx}LF6>k86u95
z!}t<F>fE=n*4?f)fkBRI0Cbz7dfN{!u*Nu?0@2~WLVDrNw!Q%xjO|`)!A^G<2x7w)
z7CC~uVqNsU<h#+UwIhOb1Dt7Cc_^T6rt6JT808%JYw+I_R{mK4%zot0_w&C2?Tcz6
zT`VwRz4azc{s2u!>notuQfYwG#+MkR)hCx)s!CX3HPjC-*#Mq~qrK|@(a;BCR|7X!
z&K{6?fUm<xl`Uo!%L{c#PC4kvFD?4ZqH2EMgSI}^B0qy2i<b20CD^0mE`!d1buLuw
zgWHb8>5zwtStq^cdV<vQp@1KOF@WPc>P)VjpediQ5$N^@*+!}{JgTTqP=?3-ZUcyO
zq#sY!kfDiN3Em{>%tJH2MLwf~3qX|L7<?5B;2jC~#}?4{aEWWf*oDjyct|A+D*fx=
z8=Cs?*yAl?_PpENZeDsaY)4Sk{z;d?8$T`oB(42vO$)HKgLSXTeg<QSqnMf&=m%;a
zj>l5Am;;3p`;_~OFvHM+JRkXT9V3VR!4V8;-c|>6_r@1UkcY4@aO;UY*n)Jv4x^$?
zIQ!ZJXG&=@*kQA*Q+P>Pkd~8e{pZ)a!1(L4_LLR#k#dJ5D&ROAVNY0ZoyQVg+n}up
z1{9j%f67lo7A8XN1Nvd!(VVGcve9x=tMr?johB@02!zj{jyn<hY_P}MGZpl<byK43
zRV~{hkukU&Fr(<y_oViihWjn@)NZU!{;3wk91P}TkV-jS`#mkkkF`g{1VO*Shl&{&
z-la}c3PIaaiu>@e2FowHGHA4boF$_%gR#wr?0uzKSHeFqi!Dib2cz1G!c|z?lw_w=
z$?OD3EH69FNmzPHpesW7ST=_64s3mtPV6-D>6AoJ(^4c}7KtvhqMnea5dIT8jAU|+
z5*#^=a;vOWQ;EbdBTbZ-gDvEagQ-MfMxr@5BJB*N5%|3njm9N9KzFLbKD78`_K8kV
z63sm^2ZaNY>VfzDxg!*sHj!<z#B*LErFK8D`il#C%@4M0?aQ0R+c0GLaB694cIv&U
z_owDzQu+mMJm+wo_|w!M54d5_r{TXd%?=zcHtaK+v30GWIBVa`b3QGFTS{lyCG?#=
zWvYVg#tybE#Itl^1s?29)409Ge^$Y%v+k@yhAiYb2-?FSC!O8+&ym|LQ><RNIUp{u
zdYP5hgCR*Pq~vc&+=YP)ars-3Z+t^e5xAZF`P-GXFaAAxA7@;*Bl={s<-O`gr(0zc
zvTkn&=Po<>ysCP`xLmcGr3!3c&1T#sB_0oON$2E8*#Q5x`WFl^Y>jbp!a0=SAhDJ}
z0^&?T^3xwosC~bA=kaU_#lvi^`KWsD$CbNlPoMpC=jjhm?ydfG_rc2D?^d%}9furJ
z54aJ|xjkj8Fv$r2@MLxQ{>t$PXM6E*Lu`ceZ>ib3j2`1p+*kbY$=b@ZC(DnHM>*S%
zuOr0P+1Xg62%U!fP_3T{AAZN;#!&Br%dO3>-N|CJ%im^cNR<7o)-mS6r&)?;-R=OI
z23lMW!K0`KuCEb%lFeaxcXjLTUCrR*Z2W`0br<~)*=QDSZw;OKeNHP@cW_DR)r`lH
zQ^~bnv(c;>rbJF>-3Md(A@Qc4X+=NF*5nCPUA_mh378V(Swac_F+sQn{RqCueh>7H
z4tcv&vSiB~*|%^~Vt1?elR1$wqb7Dg#b380IphbMoipns?}ntPsC>uiD<U|oaI5jF
zy0v1(wj!iS?kzTiiH%8##1S|PRu{rKxHpx>6qg_c!T?ww%+Sc?kjl@Q)V}HpS;g$v
zD)^4xu$iA+eQHuyB1>A-jWWBpj1T+QdNyHYZ=8qop64O+n{l4L{eCE1Qmt)8!XCrv
zjE4M1LUcV><s(}T-cLlb7)z6VkcdgJ-jX>QS5eb_lt|||n;QFJA~wklOr|6=Zzk51
zXNmR9pidg$elp9!4A@_P02}N*@NGT@8|)KDdbkfZGZP%H-^Ca8b`z)xFtj1@LX9D%
zw0>AmZ2D#Z0A98UHlaMW7(u0x6q$cr{x%)6>JP<>#(5G>R+Rz4WVsM9BNv~T6IWbT
zyac+Ma^2mV2L(X<wv!O7OFK_uX2gGve$<kgG5U}5@D|>DqyJpegr{<DD0D#F67K5d
zr={oP5yV)&Q6qSwfB||80g#^ClfT<%a_9_DtLiw6(Bpx&-rE1K4fN|}geL2sI&&JB
z8xb9!Is3*#I6iYGXU(g8dzmw*P2b})r#pnnP}$Nmb$sTe13sOmr{%VAd}}zWw}#_0
z=c`+0Z9O<XbH2JhJ`y?GKp&+u=iAEXgg2Q1_<vqMC6Aovl%RivVZ#!vPOl~Mm|^T?
zDBiFDJDiQ+rJvD}6D_fKsgc-cPvm1H$E-3TAEC51lJ%DE(l?>bByvCxjRsguH}3fT
z$n?M|Of(utoGr<(2mSG&k_nXem%~Z%Vviq>WDmTjTNVsPNWLCRys5UyUF!^4Js;s6
zOUzZs^o3fYy=}*YGY=ENZY++>MrIXFNTggf_xUib=|=2o2fa~^x_Ese=*#h(V?+ta
z+gQ?q|J<MTiVLuZUr)=hY+8#GD%d&8X<=_zuN?m-d%!yE_%@jAmtWnR4fN5t4Zh)+
z;<g-ppnGO`4;Hh8JNjd@rZeYvIZ@$Lm}d6wce}s3*|pyW*{rP8psEQ6WLs_D^doh;
zQlunHv)?igI-S)g9}qoJ+L1d;9iZ}`Dd0HW9KHJB$D*V!tiL>g#6H#TGT_a;tZ0wN
z#mE7kPfq@5j3zLOq$0AP2cE5Q|8ClSjC*{Hdwhtv#}0T!afVF1`FZ1RZN1j2{uuSh
zx*xEb3xt$+XV`2ts%ro)5ui<jBz*#e6a#M!@F$DHY$Z-kp#gkq&n*B8IR%9b@KK;!
zHM*TI;ieL(KM^1gy1{U#0mMYXTQIbUV58ZJKAWvPYSzg|rYjQQwbg~{-Bt~d94@wc
zAH+oBKx~(XgRO4QrOLxZ$^-M6t<dHu9!n+hWFSU@sm2|k|Ba1ml$&${n4_HZli?oC
zR_=Cp_IhxnYS^kH!KAWfQmb>C9HUDWCP_7QWQt7VTnfTE8y{!*lFi^d!_DfmXb0|J
zfhLK+k;q04A^0w4FOFS%Hr>c#BLn9$TUp)fbaw#yVPt9SquI*6s1FagK>WdX7<Uu{
zX;Y2RwJ!^b6zBR<=tyxkUggU0l5!JFjG#0+7l$M?8dE9GYyxnlIFZ-zL^}YcI1${^
z7&$rx`f&l6;yhm(i7C!%6eLqjS=cp-jxsh#Q*M^~hi%Hu?m&Q?XvrZ%g{V>e3vOTh
z@e1TNFiI6S+r2aPwLx+tUZJsFydr12cLmmV?|@Tfm~IWYo+{uvwq3^UcJTn}q^7&~
ztAfSt-j@W7d*ubJ-l~v0GRCmsF9Xxm_GHEumxbur%JRL(D_#JJq5Fp5G+U9pR@wD5
z@6K^{1{IRQnX=(=1j9U>saJqxsat@+R1%*5dZWo_2iqEEEB6Vg{0`$#F+37Ou=>k&
zkPj|JZMqjJVEI~ah%-w7sN&AB*18eMyJr3a16ECx`FO}x)~zyd_<sbFRierYuU=5+
zhYA^0UTYiAaWJo5VPy#nOWGE1vNmd2w5;)Z0f$-kC802J{b<k+6mKgaY<uzm-&cq0
z^tk~+kWgHEaPcnic#P1+F#k*s2LS>&M~T@>G}Yr<z!5*?QvuEnE)=M<pAp#w%0uyH
zlay&R5b4|uTJ7bp2+Exx7B2v=7O?HW_SgJUWdobG5P*WdOFEFR6XGG2gbZ<(vcnF|
zzC@$+tEfH#Jlv2yLg-PO{3cL(X7W|BkR<WoDWfEQJB85S-S5Ab7SaoI5+gc^(H(~1
z597F%7mU0%0LI^+hrrQbST{O!#U%F?fAB6w3wF8+$W0kr4ET})d>1GBcKP0#NBJF$
zfLEPaS4`&6=)E8~G-$%cx7McG;&y{c<K;v))lVqK3(G;fkMmna)f%-{w-XshHIAcv
z?kiX%4OtMZyx8etl2#vg8w9lK9X;9h_(#EPvX5Qx;Upz>2>KemY<k`vMqFHE4grh_
zJ(RdoQV%C?96Cjc8-ui{4F=+-h+>R&mY-dUvYd!8<H{+38dpkCRAF~OG%Nl5TpU?Z
zK6Z3<2y*%PI5O>^a;l=j3@NU-Ta2Q#7$qtyMT}O<`$cGqawscZ(md!_^`vvJ+4Dc2
zey=VR4+Sl)nu=EtwTpsP3LHtJ#?sPiRW+5Lqnt>>Eg=*p&AkX1lnrbRq?awg?AOIP
z$087@<H3=SHMkh;IK)<<xL<}7n8on2Bmmcj*Ip%+pNjy@k9PXe&y@FEIOiOH<YX=N
zQ-m{xg14;M<4bBs0U(7m1-lY&X8svVH=z_5dLCv_G7tYKRhmZvl_r^ot#)#>Da|E?
zdqVjzo9izT&H_LS1&52>6R^_?oG!`R1u#bkyWQY9IVu5qQy4t$L`*dhm|__JavpR`
zuaO&rsAm!Ll(^e#AOtzrYlHe0QsSslC!QFC?lwEmYpo_60pWZCoNEY#qM%1hyE|X-
zaUJ+kgl<d2IC3{moGf@=l-V#-mTAWZa9Kci1d1x0w^wAYi02@G5?(}N98kb$sVd%X
z&g7%{Z-&P*_patp*`eOg9?#xqk&{S}4RRvV&NB4Nn-Aym%4T(xoLodrg<Xjk#>Or)
z@<>p@J~*m?9PUfg8G4>5<s6mV+kGGb$&GHW1|#5y5Qu>Pu7?3L=gNs<0D+uvTV<)=
zr8LdUwv(JR-j0<?<`({(7=;ax935zYeBoe;kpHMEj&<3SCFK<aIcF<%E+O&szxogQ
zc3A5*%+F99`#A4Fm&wD<l6K0>5X1++OcWjCh@;rqYrCUpE|Hz}vXS~l>A9PFhrUqt
z$D=Dbf3v(Am7eJ7`@{tDR+Iti=O6xqAm1SmG2E*U9a9utsPbtVyqs0%>E)nmzF11D
z%sXGnCFBsR3>PBhRaRwhYVx@K)~0@onaSukPuHI^Dp`N+6KECPy|8aQZP5-xmsSzi
zkjp6C=j37~DjL|C8m?5rNGB0a#v=;dClhXZ=rVRAaGV8{wG3BW?H$~mv7z;bK(!aM
z20*TN;NS@u-1LB|kkdIX6g)54?t)gcvyFPPYc4q`A-`Ket8v3F;<z#cE>RKb8+-8U
z2~c)m|8Ea>kog`t2?`kVpF#J*>|*G8U{DRorxkm5>Gm%)YQ5cNCwWt54@B_wLYtO%
zeFg(g&kMZmr<%)Q)rOwgr~vun!y7+VYaMm|M!S;s1!8X9#PLjaNU#*)SWOao8<%c+
z`RBQd27r%bQbgYO-gN4@-1hQ2{J3+qU@DphEtQm=&J?1)jz-Q`+2hRJ5%r6z4RIqj
z;?dzDv)PzVrD=REB<p19YWqKj(CH*miqT_iIq7e5$m8>QimdFo?hkJ&Su*#;83c<U
z0fX5{fCpk4vND$-uyw8#J;zmiY=`i-*>A2BB99Y&?F`pjO<a0XKD4+(nkYLN4C{-M
z-P7H<kS$c!w>DZA139lz8{k$f4o<Z_J__c$jHGHOP}EXLc$RS<m0{tP(I^^T8HwWI
zm5~S{UKs^r;*}9NRJ<}G!^JD3QDnR_k{BDWj4FkWS3pYVNM<fMe7sSFjF4AEM4tjp
zc%G2$8vMY-`gD|L-1RQIm_3dcvx50g#qoYKVzHxolzjs<=jT(`sBymsSqr%J^7-Q$
zV|``oOZxqW>#V-J%!7^WdDEmTzAAf}Az2=T@Cj2B%f}|Q*r`0%9xl>XY<GdCX=duC
z4$tmzoQlOp4`jesA!8S-S`rbSqDfctEf<~WTWy9jg<?%Pvcmrj(pZxB`4SAq5BXfY
zTwSUyUA8C%E+A{0Q)CHX;bKHV!KdS%Ap-p~x_tFL7poVBJ~MV*Q_Os#sHHX|ESr==
zv)xfTD0yzfoF+(~t1v&ZScgQLe(b}HI$}~EW;*7@KFkylt^)50I-ALdSv=#8xDT`R
zT;|F0UaZaoP6uQgrh&aBs&l~}l--=~F|gfgjb=TNuLT#MEqMO{#w*>T8Wo5MYvAVA
zx7Q)TAw@Ymy6+$iva(=<J@MeD!<KYl_6_zzowNJ(CbeLnpyo5l&j~Bs#&9gRPuUV&
z73@Jgyhw+pTnf3=@#5!#Uh{+1eqZifUUS{|UAzswQ{bL<V2cI5R%Ym&K$jh{TIZzz
z|DBk6$E$?(r3*T&a$JE$5624J#|qqssKA}xb@Z%g$GFpf&sWV>SzNA$Hjaom-@kxI
z5xU8f^7q0)C}<-SRogyR%)XUjyOS1g+IMcLL)ys|v+a&X{EPVS_3LH7Sz6h8j4M*h
zp7>Z7kIMeecf^?>hDVW-DbF-j>V!&XIG+rFnrSisdZx($D4He%plO;2VO3L~gmq1m
z0gK_)WWZHnz-h&<!)ZJ-71LHHw{AkU07CCO1%@Z3I;A62R1<n>BRGsSN+T4alE+aR
zmLPaAQU^pDHnFmXospCwW6BhB;Qt@EOZO3qux=|UI1#y{njO(5=C8ODA)Nxx+t!BS
zKD2JAV#}HXV`Dy=ThMB_Vjcad=iO$5vX~);hOr=$p@8g_KTDqCJbdY_VS)>Hzj7Yb
zuLLU%Xm~b)<uLfJ9Sscr<MUK-@J+N$(OJjh@1!WT8Z#taBUzEYGyDxX2iML_xD59k
zi8DYBrSY7O&j36}n>T}S?SL6vw_WJ8-MnW6Vux~=L62EyO-=n?{TpvWp?$a>LRaLH
zH0hG`E~RjPUz8G;I1mqzJ)9`#7oxtyt(1$)fth1nUxNGYO?cyNwf5k>x7pdM!Pz#n
zUmD~@nfSDtXnm427y0^4Qb?$7B6BuMql-Ce`8<Nk4&1c_{jKh>)nKt9B--#rttGuf
zjOeWYW;ZFV6%+irYqc52PKWponwmp}x(E8D@RzM2=R#=k<0u#Iwat6Yx$t?j9oC2a
zLAR|`@85l}{N&q}M^C>EiRs+v?shch9aHO125W5mW1q|^^0DlKPgt;P^1Gt=iH{L>
zISE=#^oCyDU6Wt)gLU|ULit#x?jEme25#o&bwHYJgsu}TVEmLGB2C`(@N%}iU64Ll
z`046B@-UZ<K7K!}9#Gu28DaWZsWv=k-AZ6F_Iq@ffHP3vt#(@ttLd-(SHJVABA>>#
z2~j`TxK7PL9TR(RE5b1){+bgcm44K2ZuYv+rvcFk97vec$KC1jc{i=!Nj$-mkVs*E
zfczv*gYlnBWkGLX)%APHG{u^vzr~-2rTl&M-XrYiKP-Q{@>AC8C6(QgeLVpO=D)f>
z#!;aIcG=(P5r&J+)CjBHNm;f>DeeS3(Z890_K~@ZDX(CDTa3bmS-=EIT-xG?V`0Ow
zu;CDe4M|>!ZTDxEp*`zsbrUC`Lic13{vve^t~__ZGR%sG@p`yWfs&vP>jG4l1>{3G
zG>)8g_vS7eDI29jp<E$eDzzlSONyydAr&kS$0Ze=!=0(X=E~P)G<Hm7tJ{ut*g%!*
zU&`pHzz_%06iUk)?WM%Z6@kfb0(NCgzEh>2gcF&B&rxZ3KqF|?Bx(1@BSFUyo{&?Z
z6XrSF8-Sfnn%87203Pwpn@hwY21nKVyJ#_BSr^2ByIl|iMtDICw5W4qu7MGaIqFq_
z6tTH-*HF3qg08`it|$%Eu?li4s@ye*<`ydz*r))Kp)W8BgoxC?fsB|5#J|S>p_iET
zLvJzH2X9%14+2xXo=QcFq3PRi0>or5*otZmP|B!**@Wj-7oR(e3P&;SDit#53+P^t
zbZrmw0I#a#sAd2aeB^959>-KOwh7ml5Svz>#1##pY3*GEnN@Pkd#WHbsW|BjCKrUO
zj>QHv#A)s(tnDe(>=UUuUvd5^vqa)PDB)*j3~=k_weY%7=Tw~TmYh?%`f5;3Yb!M*
zS!oWU4iuA2#LGgdO@K^CDePkAC@dnrj)_bGvLcI0U&25zA6_9%Le3uQpmWql?hb3D
zv@ZzQNYS^d%CW)Ms-?Ovb-1MsWDOi#x>aUMqbgs6fraLjEi`NTuB5OF$x_RONsrS(
zvroWe+Z}L3#kLX~66tM?Rc*~gX_JG-lZrH5OcB-&i9QF_!rURy1-OTCRX#Nfm(FE5
z^|d}u*LHf<IU|^!!zi2UuL?yC;b}J&zi3I<e`)SGKk`U=IkdamG^TQG;BuYEUO%U)
zPC;ia@?x%s*Db%z*2b>WKAT<$0YIlwXR$8SdwV;Bu1mQ<^HHPEQ1r0Za*<13ffN}v
znyxk{<7{Ur>P5fh;!dLpP?^<iPa_&m=q=YX3*ln5SGR^xzF7PG4uD)#lTyyjZezV}
ziBF@x^Wjx5=hpDKi$u4h`@Gh)ereY%cKQnKgkI!Mz2|!H6!sw-5L!JcZoazY(vs-b
z2J~$gPb>S2T$=Mrlc2~Hvb_oTk`0%^JS>e&3P;`2?{B$oISp|x{&@}W_v3-`NAVm|
z4hI`cJH4*!Hq3&!W2T9qpwp=BFWRjt%w4Tor{}}#Kp*rvE-}=oRJd?OV^6k*et$29
z*Icq;t$HO~v`jG=apY;FDvSGjJnP=Zni<YrTU=b2TUuOjL*2o&1;mHte*P*xA^@LU
zxx94QzNHzZ*)1bF(}nGSQOBO?_FrVaI%{ABI;yQc9m3-w!&;A}UVC6RCa7+@kwfQt
zG-vuhL-jOrA1`M6B48gihjY+_jo{fD)_px|1irL+be&S1h3JkB-NUxUPg8$c2B(I@
zX2W7m#uMVLUtEbZi?E3!ph?Z~)GwG2mIQMU*;#IOi<$ahOVnsXY?0ehs}%x?@&u>Z
Ps@49FW+VZ4$)*1PX^dGP

diff --git a/dist-newstyle/cache/source-hashes b/dist-newstyle/cache/source-hashes
deleted file mode 100644
index 6966adb617a96f6ac7c253c5bf744addf300b09e..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 31975
zcmeI5c~leE8o(2lunCH&P%S!WQ9%NkER)2AisI6`;jXwbGr1v=kc6251+{9mrD_GO
zv@TVP3y40&t-{l%(n@gy#oAVI@3T^mN~>Z~z?QxV%y=r0==*2>x|0*&Oy+*vB){{0
z_gn5aVTZrY8hu;d$H&c_q_DmnA!_>w<4${yPd1VXLk)mT5Q&^c9YkW0ld}`|qMrdL
z6YzKtZougTU^0bUsCe!rR|CUX`-@u$cQAmzQrv1rVqS`byJoN+C={qlCdXu$Mkdz-
zoJ3VXg(`JgLJM$>LJxq3!1Q{cSECArN~zZ3a)4=c8YQkHF+#@6K>@BMaD|*y$uS*D
zl3EleSV4qNfhhs00$QLU2~3T$<CSVuqn7J2AjkAF9H`X_ol?%rk>M&*4cKc)9ZH}o
zy$sc>^ePlrC~%z)R|8C?B1oBDM#wN!Mc}vw$knJ`NwRZ8fgIKGa#Scg6hjHE43nWK
zp^}pr#=ZeHMxZ#*vcJ_b9gb-gayg1BaJdr0Wm>&PrY13VW?DJQ%OQYTrBW&M3Q|qr
zsEz<~twx7yP(8}dPo^TZI)zrJ(*T_uLorfI=yZBiC0CKShLkCQQp3w(Uk6G|uOKi5
zisJxPDinl<orf03NK8ZMl&BgID)y68$~1Zzrc~%iQl?g`)OtVym7M>4ocS*>JYq5p
zC_2IfED_-(PT-~pYcoM~gng9SLXexG$Qw7)MkxcRM57rui9}B9!<hvY5()_wj!-)k
z@{szy0;!ZqwF0^sRrU&qDpaNdDpQ9n^1!;{bgG%O*?VUZYjh!^5K#dUZ9yLor4P<n
z5{;zPN*NO^R#t(EMIP(}(g|0iLas*bVaQ|ZOW-s>F)5MC0GgqUX4WHeVp(+-iJ=~a
zdQ?C?>VQNZRv&_Oo2XQ&g|ZshMQSst(BeZ6Usw;{9)>)ou1(6+X7M|UT%pB>@h3s!
zPc7)<p_Gt-0=AfwnDvo7L@v;}L+dV}b#I9ukEK^LmTXLPK4W9EY3&Kwglr1PW}6K1
zfJ#V<$&yUjqDw9!H)zeFH5b&Hx5SUf(wC%Ct&D}uWE!Nj0au}H_DU>jCyIxDJ0w(4
zLLHFE!`dMpm;uEGLv`%W6fVZp9%@sVn-@4YZy!V+Rrh$xNCSoe&FWMP)hSe`f~wQj
z0KP=iX6$jo#G>iM`tT4<821!5?&;nNKpstrfhOgKrX=Sukr#B5pw1LjXST$T$Fif*
z%z$`6Nllh`oH8<oL@s9pqw-L93adLEp~&OvYBCZ-hT9gNZm?1W`bGl#MlI;$p>#7@
zNQ0Cy*s!z}*uerOSimG?0aGjfcrZIztc(?>XduO{R+Ev$8DmP5*WL-bMo@VQtUMjV
z$Rpd)La`B0pp%joGlLu1m}ryB<P57sAg}@h>j*_2S9eyu;wBSdi$+|UY(Fdsg|=Tv
z+us^M9!+m6#Rln9+2VTE!)KH8P9k^q3D>5OPa*lVLm>}ow^tyQzOt>(hO85-Rw1$w
zSs{^qBPMx(J#3qojJ#jv$pQ;k01#IpaczS@9!?2`n{}2%n<8~#pHPuPGKD0wC4M}X
z&NPuCVhi!yZ6{zMGc05lu#ou`_IMyYY0?PHj8Si7x5$fGUFiX>ILyxrnxAhAK^{+c
znhoAFiN^UhIGap4RGLs}3aB(&1IVN4Os5hyD&5)Orz@lqQYj#nudv4hDPi#Vc)<2w
zv-J}3gv(24#sxLwE%D>AbY*awNo}r5h7nCzSto2|T?_hnDBCf>Oj{@^WsEnx+*!<b
zb`*vEqqXBy3zZNt0nh-aNJB(abX3fwh)GR@C)mbDgmWT&7=sii*d{qR$rvr>=9K{q
zi9+6m<=q~JJop|grlcj&igVP%J<E_#VF_)6Kpsvv7EY5<--M<I+yDy8o&+v?YQ-N9
zrY{Gk)M%y|+)Ub9-rC|(ouQWny(~e!EC(d=u==rUP&2K!P>E~>=|7CUEl>q>PB0HD
zWFFKZi#)I%3<ZER#R%rvw5kNA>!INn*zmVOAP=W|ve{@g;kK3!PVAD@2dYqL@ddT`
ztpViG?38S_w`Bw_OrcvZtXuCGMjly73LqH^TaqtkH7V>O4j~m5(w6w~Sb8^ODP_a=
z0B4Ivn>&rddxJq|Nl0hO4uw3VE-4mcQ+D4S?hJt*lE5C)tMKti_T&C=a92BI$DyFa
z>-$Fr9{(_E6pqvt_P%Po{;t>f8qc(0LuNlUFXluzzU>&2cj^5|m+^N(bsKm0@_l^U
z_lp~#ApQ2D4!=D0{%nYN$^lNwo7@o!si{&#7Ou|u<EEnh`F2ZlK1(U<+>V$s;sR2;
zU~x#=tYA)7+qdpP0s=-v9y=No+Hm=|l#sMXx8~%pnicJG?Ws|le{pVRm*?E**W6kK
z`DXCND39Ruln&mNSyD4&9^Jb>K%04Z$=LbVt4`4O9&ln_f8PrvFm`RH$j5hrrcR7o
zSDi8aa_`&^k?Ixd)w9n3o~NVEEaxX==k^%f%ZT<x{?<=J$FKV)t?_}<KQg9gUEhzc
zlpaQiBTsZQqX)0%u4}u2Jo4%8P4B#y-%%0mAv>#$ye1j%o=3$57rAZ5Pe0vRwPPJO
z+D@ZyWaF9%h`w9zsuOGdyspj*p0w^`_nd<j{_l9252GEsx1Y-mchrj+8JO1j4?~Zf
z0s0$1b(w?KTI!R#CWn@Ej4Yc`J~J{~HTvZgUTxXTokqfbn03Jzo%64APuz1J&aToG
z9BkOIyE^sapQpU0tyo)^#9jCLhNei-&Y<jDU&Yq185EVZ96jWA;H}*Ji-Sizrrvt%
zVUIJPgmIEy+inth^7*%myUKT*+g_AT{JVblk!O8+Y>i7ko4yD0z=lpaw4W1Xw<#d<
z!N{0#qjsKXbU8jO@cFr-l!qRVKkENo+~Yi-waYBUOONsb?6qz~s#f*S2)H)KRB>Nj
z^_L+s#_M2Rp9Hm`_xkC+o3k%m=f4*_Ew&KLSY^d0jbXbyy8pb*+3ok03niZ2^48Q8
zHGDsJ(U_T!*sTyv#~ZXiLgubJV+sx^y;Bi-a8Yjl@XGV|2No5U<m{Wetls(C=*(f9
zsJ8pmAXk?J`9<{omHB+-!l+<(^praGUb|&mvIZ^)WM&#JXRy_BO^3a9B1oC*I_h9(
zsyeoP@70AjVnb+I8sakeN8fP$j7@{SOf2Tczfq$Hq`XW1qskz<-8@b7;$5c;_w73W
z_U2QQL|4YvEDIT<oW_&(2AlAaLEGXZ-}!Hd)2Z~WKd+*HU7wlIU^Nc#+c>*uWKm&$
z727VV>9D(18u53TxT|aEDzq#Y4W9V!yrha-CkwPzuWKhNQj5o|G(Y16INr;O%r@t)
zK|3}0W|pbGP~0x8zFB=VOmcSOrO<hW{epXV@n6pWv%L^ms@BR@UU8KmQ&(g?Y7BB+
z>F=rZ@3OZxm~Ob+Z${u@Zf5rPfFaRe--=o~a6!rSl~d~$VjZ)M1u-9I5r$)3V%7(T
zpBTi`XJ@YtQaO0<vKnxpe0%Qvy6XAF2S?h~pNx<!oN#t$ugxKaT~*u!+S*ouG%Q%Y
z_`&4U`1YE#TcLN4EZVg*r6e?<efW2i`;Xo5hxj@-)<Nkz;&*uH@w`2~E0QuM{Mxf>
zTY#&6;&1y)&y<xY2HXpx0?IiNb_<k|g5#GezWlLq@cNk<CzlMk^R%caP9oVfor#sl
zdOxirtS{&Pk2+@V98$fo`zJlGgdXjnA@K_r?|Sy!Zu%j*ctljg%?-VrLb}Is*V(E0
zLlXB?X8b2=RBq0c%PUrgolJ?j+b6EWFS);8)n2O|^?5vRlG-lLLMCOODTrR$zb<J9
zHTUeiZnOQ5bpA9oG_5>ytF-@p%xwwx&tFsOg47oTynk$T0)Er`i|5yV>^geOf$YG6
z*X!5qs*D?%`L;_5C&qp~0#dj%`<v<M{mxC2T=LoQtYOjCrT3!g_Q?TYS?QRI**hO{
z66~do5f|B}3ZFWkOOqa6o3Tils~;jxaS?yDHF}@Cd$r59M?JXlug~crwTj~U*qdcL
z@$9ni_cT7ARVgmYoxa)Icll4F{(ga1^55l~q+5`JFxutZ)6#Rp2f1nYd{mmXqQ?J$
zN53t^tf=HpFUq#?I^BLu92qyQ@0jg#$Px8Pe=i<){I8O(rI~*w40x{9KJ)36lsB}V
zdtY`Vm&m<&=Z5!<o;+n&55L$U<<#Z!V`ayty;nBmMdR5+0pa~Ga{}Hdri5HAKa^fB
znl9De*gSCWs*S`4*_mPD)C{X%`{J(_u6Yv33A5w-BYkU}&wN~3w>Po4afdpi*rN0w
z6f@`RZ8zioTpqA*?RUMn;f|d%<WjAhV$`jip<N@~YJ+z#4!H+<7WeE>dn+-v-?+db
uMGHA8Z7!pciTjgR-%#HmH*`s=avr+c>GZSrrRmZ4PnJy0%Np8)_WvJbuDetK


From 8ec47fc53505183c52702de0397d8ef4cc9efe7e Mon Sep 17 00:00:00 2001
From: jaiarora0011 <jaiarora0011@gmail.com>
Date: Thu, 4 Sep 2025 13:23:09 -0500
Subject: [PATCH 10/25] Update hie.yaml

---
 hie.yaml | 84 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 42 insertions(+), 42 deletions(-)

diff --git a/hie.yaml b/hie.yaml
index b48fb03..3cceaf5 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -9,6 +9,48 @@ cradle:
     - path: "./rules/debug/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-debug"
 
+    - path: "./rules/taso/concat/Main.hs"
+      component: "tensor-right:exe:rules-taso-concat"
+
+    - path: "./rules/taso/concat/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-concat"
+
+    - path: "./rules/taso/enlarge/Main.hs"
+      component: "tensor-right:exe:rules-taso-enlarge"
+
+    - path: "./rules/taso/enlarge/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-enlarge"
+
+    - path: "./rules/taso/ewadd/Main.hs"
+      component: "tensor-right:exe:rules-taso-ewadd"
+
+    - path: "./rules/taso/ewadd/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-ewadd"
+
+    - path: "./rules/taso/ewmul/Main.hs"
+      component: "tensor-right:exe:rules-taso-ewmul"
+
+    - path: "./rules/taso/ewmul/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-ewmul"
+
+    - path: "./rules/taso/relu/Main.hs"
+      component: "tensor-right:exe:rules-taso-relu"
+
+    - path: "./rules/taso/relu/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-relu"
+
+    - path: "./rules/taso/smul/Main.hs"
+      component: "tensor-right:exe:rules-taso-smul"
+
+    - path: "./rules/taso/smul/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-smul"
+
+    - path: "./rules/taso/transpose/Main.hs"
+      component: "tensor-right:exe:rules-taso-transpose"
+
+    - path: "./rules/taso/transpose/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-transpose"
+
     - path: "./rules/xla/add/Main.hs"
       component: "tensor-right:exe:rules-xla-add"
 
@@ -147,47 +189,5 @@ cradle:
     - path: "./rules/xla/sub/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-sub"
 
-    - path: "./rules/taso/ewadd/Main.hs"
-      component: "tensor-right:exe:rules-taso-ewadd"
-
-    - path: "./rules/taso/ewadd/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-ewadd"
-
-    - path: "./rules/taso/ewmul/Main.hs"
-      component: "tensor-right:exe:rules-taso-ewmul"
-
-    - path: "./rules/taso/ewmul/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-ewmul"
-
-    - path: "./rules/taso/smul/Main.hs"
-      component: "tensor-right:exe:rules-taso-smul"
-
-    - path: "./rules/taso/smul/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-smul"
-
-    - path: "./rules/taso/relu/Main.hs"
-      component: "tensor-right:exe:rules-taso-relu"
-
-    - path: "./rules/taso/relu/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-relu"
-
-    - path: "./rules/taso/concat/Main.hs"
-      component: "tensor-right:exe:rules-taso-concat"
-
-    - path: "./rules/taso/concat/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-concat"
-
-    - path: "./rules/taso/transpose/Main.hs"
-      component: "tensor-right:exe:rules-taso-transpose"
-
-    - path: "./rules/taso/transpose/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-transpose"
-
-    - path: "./rules/taso/enlarge/Main.hs"
-      component: "tensor-right:exe:rules-taso-enlarge"
-
-    - path: "./rules/taso/enlarge/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-enlarge"
-
     - path: "./test"
       component: "tensor-right:test:spec"

From 51347fdd8f9b9e8806ed5b5d5f7b21a68dd6dbb4 Mon Sep 17 00:00:00 2001
From: jaiarora0011 <jaiarora0011@gmail.com>
Date: Thu, 4 Sep 2025 23:47:27 -0500
Subject: [PATCH 11/25] Pretty print warnings; fix runall.sh

---
 plot/timing_plot.py                     |  2 +-
 runall.sh                               | 25 +++++++++++++------------
 src/TensorRight/Internal/Core/Verify.hs | 25 +++++++++++--------------
 src/TensorRight/Internal/DSL/Verify.hs  | 24 +++++++++---------------
 src/TensorRight/Internal/Util/Pretty.hs | 12 ++++++++++++
 5 files changed, 46 insertions(+), 42 deletions(-)

diff --git a/plot/timing_plot.py b/plot/timing_plot.py
index ca65779..e6004db 100644
--- a/plot/timing_plot.py
+++ b/plot/timing_plot.py
@@ -28,7 +28,7 @@ def first_num_of_tasks(self) -> int:
     def overall_time(self) -> float:
         return sum(x.time for x in self.results)
 
-
+# TODO: Handle ANSI color escape codes
 def parse_file(lines: Sequence[str]) -> list[Rule]:
     """
     The file looks like this:
diff --git a/runall.sh b/runall.sh
index dd92a72..5b447e3 100755
--- a/runall.sh
+++ b/runall.sh
@@ -10,30 +10,31 @@ run_and_capture() {
       LOCAL_SUCCESS=0
       while IFS= read -r line; do
         echo "$line" 1>&2
-        if [[ $line =~ ^\[SUCCESS\].* ]]; then
+        clean_line=$(sed -r 's/\x1B\[[0-9;]*[mK]//g' <<<"$line")
+        if [[ $clean_line =~ ^\[SUCCESS\].* ]]; then
           export LOCAL_SUCCESS=$((LOCAL_SUCCESS + 1))
-        elif [[ $line =~ ^\[SUCCESS-Overall\].* ]]; then
+        elif [[ $clean_line =~ ^\[SUCCESS-Overall\].* ]]; then
           export LOCAL_SUCCESS=$((LOCAL_SUCCESS + 1))
-        elif [[ $line =~ ^\[SUCCESS-.*\].* ]]; then
+        elif [[ $clean_line =~ ^\[SUCCESS-.*\].* ]]; then
           true
-        elif [[ $line =~ ^\[FAIL\].* ]]; then
+        elif [[ $clean_line =~ ^\[FAIL\].* ]]; then
           export LOCAL_FAILED=$((LOCAL_FAILED + 1))
-        elif [[ $line =~ ^\[FAIL-Overall\].* ]]; then
+        elif [[ $clean_line =~ ^\[FAIL-Overall\].* ]]; then
           export LOCAL_FAILED=$((LOCAL_FAILED + 1))
-        elif [[ $line =~ ^\[FAIL-.*\].* ]]; then
+        elif [[ $clean_line =~ ^\[FAIL-.*\].* ]]; then
           true
-        elif [[ $line =~ ^\[WARNING\].* ]]; then
+        elif [[ $clean_line =~ ^\[WARNING\].* ]]; then
           true
-        elif [[ $line =~ ^\[INFO-.*\].* ]]; then
+        elif [[ $clean_line =~ ^\[INFO-.*\].* ]]; then
           true
-        elif [[ $line =~ ^\[INFO\].* ]]; then
+        elif [[ $clean_line =~ ^\[INFO\].* ]]; then
           true
-        elif [[ $line =~ ^====\>.* ]]; then
+        elif [[ $clean_line =~ ^====\>.* ]]; then
           true
-        elif [[ $line =~ ^\>\>\>.* ]]; then
+        elif [[ $clean_line =~ ^\>\>\>.* ]]; then
           true
         else
-          echo "Unknown line: $line"
+          echo "Unknown line: $clean_line"
           exit 1
         fi
       done
diff --git a/src/TensorRight/Internal/Core/Verify.hs b/src/TensorRight/Internal/Core/Verify.hs
index 48d6145..d4a0f24 100644
--- a/src/TensorRight/Internal/Core/Verify.hs
+++ b/src/TensorRight/Internal/Core/Verify.hs
@@ -66,6 +66,7 @@ import TensorRight.Internal.Core.Tensor
   )
 import qualified TensorRight.Internal.Core.Tensor.Typed as Typed
 import TensorRight.Internal.Util.Error (Error, ErrorEnv, splitWithError)
+import TensorRight.Internal.Util.Pretty (printWarning)
 
 getTensorWithValidityCondition ::
   forall a.
@@ -304,11 +305,11 @@ verifyRule
       bil2r <- case soll2r of
         Left Unsat -> return True
         Left err -> do
-          putStrLn $ "[WARNING]: Verification for forall right si there do not exist multiple left si fails due to unexpected solver failure" <> show err
+          printWarning $ "Verification for forall right si there do not exist multiple left si fails due to unexpected solver failure" <> show err
           return False
         Right m -> do
           pprint m
-          putStrLn "[WARNING]: SI-relation is not bijective. (There exist multiple left SI for a right SI.)"
+          printWarning $ "SI-relation is not bijective. (There exist multiple left SI for a right SI.)"
           return False
 
       condr2l <-
@@ -326,11 +327,11 @@ verifyRule
       bir2l <- case solr2l of
         Left Unsat -> return True
         Left err -> do
-          putStrLn $ "[WARNING]: Verification for forall left si there do not exist multiple right si fails due to unexpected solver failure" <> show err
+          printWarning $ "Verification for forall left si there do not exist multiple right si fails due to unexpected solver failure" <> show err
           return False
         Right m -> do
           pprint m
-          putStrLn "[WARNING]: SI-relation is not bijective. (There exist multiple right SI for a left SI.)"
+          printWarning $ "SI-relation is not bijective. (There exist multiple right SI for a left SI.)"
           return False
 
       if bil2r && bir2l
@@ -351,13 +352,11 @@ verifyRule
           allokl <- case r of
             Left Unsat -> return True
             Left err -> do
-              putStrLn $
-                "[WARNING]: Verification that all left si can be accessed fails due to unexpected solver failure"
-                  <> show err
+              printWarning $ "Verification that all left si can be accessed fails due to unexpected solver failure" <> show err
               return False
             Right m -> do
               pprint m
-              putStrLn "[WARNING]: Some left si cannot be accessed."
+              printWarning $ "Some left si cannot be accessed."
               return False
           condr <-
             evaluate $
@@ -375,17 +374,15 @@ verifyRule
           allokr <- case r of
             Left Unsat -> return True
             Left err -> do
-              putStrLn $
-                "[WARNING]: Verification that all right si can be accessed fails due to unexpected solver failure"
-                  <> show err
+              printWarning $ "Verification that all right si can be accessed fails due to unexpected solver failure" <> show err
               return False
             Right m -> do
               pprint m
-              putStrLn "[WARNING]: Some right si cannot be accessed."
+              printWarning $ "Some right si cannot be accessed."
               return False
           unless (allokl && allokr) $
-            putStrLn "[WARNING]: Some SI cannot be accessed."
-        else putStrLn "[WARNING]: SI-relation is not bijective."
+            printWarning $ "Some SI cannot be accessed."
+        else printWarning $ "SI-relation is not bijective."
 
     cond1 <-
       evaluate $
diff --git a/src/TensorRight/Internal/DSL/Verify.hs b/src/TensorRight/Internal/DSL/Verify.hs
index e7f08f5..23673a8 100644
--- a/src/TensorRight/Internal/DSL/Verify.hs
+++ b/src/TensorRight/Internal/DSL/Verify.hs
@@ -97,6 +97,7 @@ import TensorRight.Internal.DSL.Identifier (RClassIdentifier)
 import TensorRight.Internal.DSL.Shape
   ( AbstractShape,
   )
+import TensorRight.Internal.Util.Pretty (printTitle, printSuccess, printFailure)
 
 verifyDSLWithNDim ::
   GrisetteSMTConfig ->
@@ -244,7 +245,7 @@ printRewriteNameLine :: DSLContext Rewrite -> IO ()
 printRewriteNameLine rewrite = do
   case getRewriteName rewrite of
     Left err -> fail $ T.unpack err
-    Right name -> putStrLn $ "====> " <> T.unpack name
+    Right name -> printTitle $ "====> " <> T.unpack name
 
 data Result = Result
   { elapsedTime :: Double,
@@ -257,20 +258,13 @@ instance Semigroup Result where
 
 printResult :: Maybe String -> Result -> IO ()
 printResult subTheory Result {..} =
-  putStrLn $
-    ( if isRight result
-        then "\ESC[32m" <> "[" <> "SUCCESS"
-        else "\ESC[31m" <> "[" <> "FAIL"
-    )
-      <> maybe "" ("-" <>) subTheory
-      <> "]: ["
-      <> show elapsedTime
-      <> "s] Verification "
-      <> (if isRight result then "succeeded" <> "\ESC[0m" else "failed" <> "\ESC[0m")
-      <> ( case result of
-             Right () -> "."
-             Left e -> " with error: " <> show e
-         )
+  if isRight result
+    then printSuccess theory $ time <> " Verification succeeded."
+    else printFailure theory $ time <> " Verification failed with error: " <> showError result
+  where showError (Left e) = show e
+        showError (Right _) = ""
+        time = "[" <> show elapsedTime <> "s]"
+        theory = (maybe "" ("-" <>) subTheory)
 
 bracketFailure ::
   DSLContext Rewrite -> IO () -> IO Result
diff --git a/src/TensorRight/Internal/Util/Pretty.hs b/src/TensorRight/Internal/Util/Pretty.hs
index 14f27e5..3648f12 100644
--- a/src/TensorRight/Internal/Util/Pretty.hs
+++ b/src/TensorRight/Internal/Util/Pretty.hs
@@ -7,6 +7,9 @@ module TensorRight.Internal.Util.Pretty
     prettyWithConstructor,
     gprettyParen,
     printTitle,
+    printSuccess,
+    printFailure,
+    printWarning,
   )
 where
 
@@ -37,3 +40,12 @@ prettyWithConstructor n c l =
 
 printTitle :: String -> IO ()
 printTitle s = putStrLn $ "\ESC[34m" <> s <> "\ESC[0m"
+
+printSuccess :: String -> String -> IO ()
+printSuccess theory s = putStrLn $ "\ESC[32m[SUCCESS" <> theory <> "]: " <> s <> "\ESC[0m"
+
+printFailure :: String -> String -> IO ()
+printFailure theory s = putStrLn $ "\ESC[31m[FAIL" <> theory <> "]: " <> s <> "\ESC[0m"
+
+printWarning :: String -> IO ()
+printWarning s = putStrLn $ "\ESC[33m[WARNING]: " <> s <> "\ESC[0m"

From 581fb6ff9830970c1ba7e48a7ebaba30492af7dd Mon Sep 17 00:00:00 2001
From: jaiarora0011 <jaiarora0011@gmail.com>
Date: Fri, 5 Sep 2025 16:53:25 -0500
Subject: [PATCH 12/25] PrintTitle for XLA rules

---
 rules/xla/add/Main.hs       |  8 ++++----
 rules/xla/broadcast/Main.hs | 16 ++++++++--------
 rules/xla/clamp/Main.hs     |  6 +++---
 rules/xla/compare/Main.hs   | 12 ++++++------
 rules/xla/concat/Main.hs    | 14 +++++++-------
 rules/xla/conv/Main.hs      |  6 +++---
 rules/xla/divmod/Main.hs    | 16 ++++++++--------
 rules/xla/dot/Main.hs       | 12 ++++++------
 rules/xla/dyslice/Main.hs   | 10 +++++-----
 rules/xla/dyupslice/Main.hs |  8 ++++----
 rules/xla/iota/Main.hs      |  2 +-
 rules/xla/logical/Main.hs   | 22 +++++++++++-----------
 rules/xla/max/Main.hs       |  4 ++--
 rules/xla/mul/Main.hs       | 20 ++++++++++----------
 rules/xla/not/Main.hs       |  4 ++--
 rules/xla/pad/Main.hs       |  8 ++++----
 rules/xla/reduce/Main.hs    | 16 ++++++++--------
 rules/xla/relabel/Main.hs   |  4 ++--
 rules/xla/reverse/Main.hs   |  8 ++++----
 rules/xla/select/Main.hs    |  8 ++++----
 rules/xla/slice/Main.hs     | 26 +++++++++++++-------------
 rules/xla/sub/Main.hs       |  6 +++---
 22 files changed, 118 insertions(+), 118 deletions(-)

diff --git a/rules/xla/add/Main.hs b/rules/xla/add/Main.hs
index 722bbc7..45673bc 100644
--- a/rules/xla/add/Main.hs
+++ b/rules/xla/add/Main.hs
@@ -46,11 +46,11 @@ rule04 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyNumDSL rule04
diff --git a/rules/xla/broadcast/Main.hs b/rules/xla/broadcast/Main.hs
index 4ab0a5c..444f4a9 100644
--- a/rules/xla/broadcast/Main.hs
+++ b/rules/xla/broadcast/Main.hs
@@ -103,19 +103,19 @@ rule08 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyAnyDTypeDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyAnyDTypeDSL rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyAnyDTypeDSL rule05
-  print "############################## rule06 ##############################"
+  printTitle "############################## rule06 ##############################"
   verifyAnyDTypeDSL rule06
-  print "############################## rule07 ##############################"
+  printTitle "############################## rule07 ##############################"
   verifyDSL rule07
-  print "############################## rule08 ##############################"
+  printTitle "############################## rule08 ##############################"
   verifyAnyDTypeDSL rule08
diff --git a/rules/xla/clamp/Main.hs b/rules/xla/clamp/Main.hs
index 7d3722f..0b31d79 100644
--- a/rules/xla/clamp/Main.hs
+++ b/rules/xla/clamp/Main.hs
@@ -52,9 +52,9 @@ rule03 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
diff --git a/rules/xla/compare/Main.hs b/rules/xla/compare/Main.hs
index 2c0cad3..f00defc 100644
--- a/rules/xla/compare/Main.hs
+++ b/rules/xla/compare/Main.hs
@@ -33,15 +33,15 @@ rule06 = constructRule "Eqv(A, A) ⇒ True" Eqv True
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyNumDSL rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyNumDSL rule05
-  print "############################## rule06 ##############################"
+  printTitle "############################## rule06 ##############################"
   verifyNumDSL rule06
diff --git a/rules/xla/concat/Main.hs b/rules/xla/concat/Main.hs
index 1b1e4aa..b2be1e9 100644
--- a/rules/xla/concat/Main.hs
+++ b/rules/xla/concat/Main.hs
@@ -143,17 +143,17 @@ rule07 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyAnyDTypeDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyAnyDTypeDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyAnyDTypeDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyAnyDTypeDSL rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyAnyDTypeDSL rule05
-  print "############################## rule06 ##############################"
+  printTitle "############################## rule06 ##############################"
   verifyAnyDTypeDSL rule06
-  print "############################## rule07 ##############################"
+  printTitle "############################## rule07 ##############################"
   verifyAnyDTypeDSL rule07
diff --git a/rules/xla/conv/Main.hs b/rules/xla/conv/Main.hs
index c73002e..4876bb1 100644
--- a/rules/xla/conv/Main.hs
+++ b/rules/xla/conv/Main.hs
@@ -459,9 +459,9 @@ rule03 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule00 ##############################"
+  printTitle "############################## rule00 ##############################"
   verifyNumDSL rule00
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
diff --git a/rules/xla/divmod/Main.hs b/rules/xla/divmod/Main.hs
index 8fcb094..c4f5a44 100644
--- a/rules/xla/divmod/Main.hs
+++ b/rules/xla/divmod/Main.hs
@@ -104,19 +104,19 @@ rule08 = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyDSL rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyDSL rule05
-  print "############################## rule06 ##############################"
+  printTitle "############################## rule06 ##############################"
   verifyDSL rule06
-  print "############################## rule07 ##############################"
+  printTitle "############################## rule07 ##############################"
   verifyDSLWith (withTimeout 10000000 z3) rule07
-  print "############################## rule08 ##############################"
+  printTitle "############################## rule08 ##############################"
   verifyDSLWith (withTimeout 10000000 z3) rule08
diff --git a/rules/xla/dot/Main.hs b/rules/xla/dot/Main.hs
index 0a12434..17f494f 100644
--- a/rules/xla/dot/Main.hs
+++ b/rules/xla/dot/Main.hs
@@ -207,15 +207,15 @@ rule06 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSLWith cvc5 rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyNumDSL rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyNumDSL rule05
-  print "############################## rule06 ##############################"
+  printTitle "############################## rule06 ##############################"
   verifyNumDSL rule06
diff --git a/rules/xla/dyslice/Main.hs b/rules/xla/dyslice/Main.hs
index a1f9f91..3f32482 100644
--- a/rules/xla/dyslice/Main.hs
+++ b/rules/xla/dyslice/Main.hs
@@ -144,13 +144,13 @@ rule06 = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyAnyDTypeDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyAnyDTypeDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyAnyDTypeDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyAnyDTypeDSL rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyAnyDTypeDSL rule05
diff --git a/rules/xla/dyupslice/Main.hs b/rules/xla/dyupslice/Main.hs
index 3ef8446..f65cb21 100644
--- a/rules/xla/dyupslice/Main.hs
+++ b/rules/xla/dyupslice/Main.hs
@@ -98,11 +98,11 @@ rule04 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyAnyDTypeDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyAnyDTypeDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyAnyDTypeDSL rule04
diff --git a/rules/xla/iota/Main.hs b/rules/xla/iota/Main.hs
index 4c9bc9f..a5f19c5 100644
--- a/rules/xla/iota/Main.hs
+++ b/rules/xla/iota/Main.hs
@@ -17,5 +17,5 @@ rule01 = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyDSL rule01
diff --git a/rules/xla/logical/Main.hs b/rules/xla/logical/Main.hs
index 6a5c39a..1ac04c3 100644
--- a/rules/xla/logical/Main.hs
+++ b/rules/xla/logical/Main.hs
@@ -108,25 +108,25 @@ rule11 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyDSL rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyDSL rule05
-  print "############################## rule06 ##############################"
+  printTitle "############################## rule06 ##############################"
   verifyDSL rule06
-  print "############################## rule07 ##############################"
+  printTitle "############################## rule07 ##############################"
   verifyDSL rule07
-  print "############################## rule08 ##############################"
+  printTitle "############################## rule08 ##############################"
   verifyDSL rule08
-  print "############################## rule09 ##############################"
+  printTitle "############################## rule09 ##############################"
   verifyNumDSL rule09
-  print "############################## rule10 ##############################"
+  printTitle "############################## rule10 ##############################"
   verifyNumDSL rule10
-  print "############################## rule11 ##############################"
+  printTitle "############################## rule11 ##############################"
   verifyNumDSL rule11
diff --git a/rules/xla/max/Main.hs b/rules/xla/max/Main.hs
index eea3080..7a9a353 100644
--- a/rules/xla/max/Main.hs
+++ b/rules/xla/max/Main.hs
@@ -24,7 +24,7 @@ rule02 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
diff --git a/rules/xla/mul/Main.hs b/rules/xla/mul/Main.hs
index 5519bc0..2af2a82 100644
--- a/rules/xla/mul/Main.hs
+++ b/rules/xla/mul/Main.hs
@@ -109,23 +109,23 @@ rule10 = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyNumDSL rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyNumDSL rule05
-  print "############################## rule06 ##############################"
+  printTitle "############################## rule06 ##############################"
   verifyNumDSL rule06
-  print "############################## rule07 ##############################"
+  printTitle "############################## rule07 ##############################"
   verifyNumDSL rule07
-  print "############################## rule08 ##############################"
+  printTitle "############################## rule08 ##############################"
   verifyNumDSL rule08
-  print "############################## rule09 ##############################"
+  printTitle "############################## rule09 ##############################"
   verifyNumDSL rule09
-  print "############################## rule10 ##############################"
+  printTitle "############################## rule10 ##############################"
   verifyDSLWith cvc5 rule10
diff --git a/rules/xla/not/Main.hs b/rules/xla/not/Main.hs
index 35fcdc6..7c23bbb 100644
--- a/rules/xla/not/Main.hs
+++ b/rules/xla/not/Main.hs
@@ -23,7 +23,7 @@ rule02 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
diff --git a/rules/xla/pad/Main.hs b/rules/xla/pad/Main.hs
index c1f681d..fbd80f7 100644
--- a/rules/xla/pad/Main.hs
+++ b/rules/xla/pad/Main.hs
@@ -174,11 +174,11 @@ rule04 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyAnyDTypeDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyAnyDTypeDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyAnyDTypeDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyAnyDTypeDSL rule04
diff --git a/rules/xla/reduce/Main.hs b/rules/xla/reduce/Main.hs
index fd57526..7490b18 100644
--- a/rules/xla/reduce/Main.hs
+++ b/rules/xla/reduce/Main.hs
@@ -222,19 +222,19 @@ rule08 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyNumDSL rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyNumDSL rule05
-  print "############################## rule06 ##############################"
+  printTitle "############################## rule06 ##############################"
   verifyNumDSL rule06
-  print "############################## rule07 ##############################"
+  printTitle "############################## rule07 ##############################"
   verifyNumDSL rule07
-  print "############################## rule08 ##############################"
+  printTitle "############################## rule08 ##############################"
   verifyNumDSL rule08
diff --git a/rules/xla/relabel/Main.hs b/rules/xla/relabel/Main.hs
index 86defbe..0b2ea8c 100644
--- a/rules/xla/relabel/Main.hs
+++ b/rules/xla/relabel/Main.hs
@@ -25,7 +25,7 @@ rule02 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyAnyDTypeDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyAnyDTypeDSL rule02
diff --git a/rules/xla/reverse/Main.hs b/rules/xla/reverse/Main.hs
index c3a7074..aa19231 100644
--- a/rules/xla/reverse/Main.hs
+++ b/rules/xla/reverse/Main.hs
@@ -63,11 +63,11 @@ rule04 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyAnyDTypeDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyAnyDTypeDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyAnyDTypeDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyNumDSL rule04
diff --git a/rules/xla/select/Main.hs b/rules/xla/select/Main.hs
index 498b055..3ecdc0d 100644
--- a/rules/xla/select/Main.hs
+++ b/rules/xla/select/Main.hs
@@ -48,11 +48,11 @@ rule04 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyAnyDTypeDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyAnyDTypeDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyAnyDTypeDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyAnyDTypeDSL rule04
diff --git a/rules/xla/slice/Main.hs b/rules/xla/slice/Main.hs
index 9e30457..7968f53 100644
--- a/rules/xla/slice/Main.hs
+++ b/rules/xla/slice/Main.hs
@@ -408,29 +408,29 @@ rule13 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyAnyDTypeDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyAnyDTypeDSL rule02
-  print "############################## rule03 ##############################"
+  printTitle "############################## rule03 ##############################"
   verifyAnyDTypeDSL rule03
-  print "############################## rule04 ##############################"
+  printTitle "############################## rule04 ##############################"
   verifyAnyDTypeDSLWith cvc5 rule04
-  print "############################## rule05 ##############################"
+  printTitle "############################## rule05 ##############################"
   verifyAnyDTypeDSL rule05
-  print "############################## rule06 ##############################"
+  printTitle "############################## rule06 ##############################"
   verifyAnyDTypeDSL rule06
-  print "############################## rule07 ##############################"
+  printTitle "############################## rule07 ##############################"
   verifyAnyDTypeDSL rule07
-  print "############################## rule08 ##############################"
+  printTitle "############################## rule08 ##############################"
   verifyAnyDTypeDSL rule08
-  print "############################## rule09 ##############################"
+  printTitle "############################## rule09 ##############################"
   verifyAnyDTypeDSL rule09
-  print "############################## rule10 ##############################"
+  printTitle "############################## rule10 ##############################"
   verifyAnyDTypeDSL rule10
-  print "############################## rule11 ##############################"
+  printTitle "############################## rule11 ##############################"
   verifyAnyDTypeDSL rule11
-  print "############################## rule12 ##############################"
+  printTitle "############################## rule12 ##############################"
   verifyAnyDTypeDSL rule12
-  print "############################## rule13 ##############################"
+  printTitle "############################## rule13 ##############################"
   verifyAnyDTypeDSLWith cvc5 rule13
diff --git a/rules/xla/sub/Main.hs b/rules/xla/sub/Main.hs
index 3f47fb8..77fb35e 100644
--- a/rules/xla/sub/Main.hs
+++ b/rules/xla/sub/Main.hs
@@ -35,9 +35,9 @@ rule02 _ = do
 
 main :: IO ()
 main = do
-  print "############################## rule00 ##############################"
+  printTitle "############################## rule00 ##############################"
   verifyNumDSL rule00
-  print "############################## rule01 ##############################"
+  printTitle "############################## rule01 ##############################"
   verifyNumDSL rule01
-  print "############################## rule02 ##############################"
+  printTitle "############################## rule02 ##############################"
   verifyNumDSL rule02

From 44bbbbd7998da30d4e02cfb9a23c27ddc8d94eb4 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Mon, 15 Sep 2025 12:23:23 -0500
Subject: [PATCH 13/25] Merging to new branch changes

---
 hie.yaml                                      |   6 +
 package.yaml                                  |   6 +
 rules/taso/matmul/Main.hs                     | 206 ++++++++++++++++++
 src/TensorRight/Internal/Core/Tensor/Typed.hs |   8 +-
 src/TensorRight/Internal/DSL/DSL.hs           |  57 ++++-
 src/TensorRight/Internal/DSL/Shape.hs         |   2 +
 src/TensorRight/Internal/DSL/TASO.hs          |  15 +-
 tensor-right.cabal                            |  30 +++
 8 files changed, 326 insertions(+), 4 deletions(-)
 create mode 100644 rules/taso/matmul/Main.hs

diff --git a/hie.yaml b/hie.yaml
index b48fb03..275afe7 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -189,5 +189,11 @@ cradle:
     - path: "./rules/taso/enlarge/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-enlarge"
 
+    - path: "./rules/taso/matmul/Main.hs"
+      component: "tensor-right:exe:rules-taso-matmul"
+
+    - path: "./rules/taso/matmul/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-matmul"
+
     - path: "./test"
       component: "tensor-right:test:spec"
diff --git a/package.yaml b/package.yaml
index b6f01e8..300f03c 100644
--- a/package.yaml
+++ b/package.yaml
@@ -232,6 +232,12 @@ executables:
     dependencies: tensor-right
     ghc-options: *exe-ghc-options
     default-extensions: *exe-extensions
+  rules-taso-matmul:
+    source-dirs: rules/taso/matmul
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
   # Other Executables
   rules-debug:
     source-dirs: rules/debug
diff --git a/rules/taso/matmul/Main.hs b/rules/taso/matmul/Main.hs
new file mode 100644
index 0000000..f38ef0b
--- /dev/null
+++ b/rules/taso/matmul/Main.hs
@@ -0,0 +1,206 @@
+module Main (main) where
+
+import Grisette hiding (dot, (-->))
+import TensorRight
+import TensorRight.Internal.DSL.DSL (checkSIMap, siRelation)
+import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, matmul2D, relu, smul, transpose)
+import Prelude hiding (concat)
+
+-- | Rule 1: Matrix multiplication associativity
+-- ∀x, y, z. matmul(x, matmul(y, z)) = matmul(matmul(x, y), z)
+matmulAssociativity :: forall a. NumRule a
+matmulAssociativity _ = do
+  [rclassM, rclassK, rclassN, rclassP] <- newRClasses ["rclassM", "rclassK", "rclassN", "rclassP"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeK <- newMap "sizeK" rclassK
+  sizeN <- newMap "sizeN" rclassN
+  sizeP <- newMap "sizeP" rclassP
+
+  x <- newTensor @a "x" [rclassM --> sizeM, rclassK --> sizeK]
+  y <- newTensor @a "y" [rclassK --> sizeK, rclassN --> sizeN] -- Shared K and N
+  z <- newTensor @a "z" [rclassN --> sizeN, rclassP --> sizeP] -- Shared N
+  (yzExpr, nL) <- matmul2D y z
+  (xyExpr, kR) <- matmul2D x y
+
+  (lhs, kL) <- matmul2D x yzExpr
+  (rhs, nR) <- matmul2D xyExpr z
+
+  siRelation [kL, kR] $ \[l, r] -> l .== r
+  siRelation [nL, nR] $ \[l, r] -> l .== r
+  checkSIMap [kL, nL] [kR, nR]
+
+  rewrite "matmul(x, matmul(y, z)) ⇒ matmul(matmul(x, y), z)" lhs rhs
+
+-- | Rule 2: Matrix multiplication is linear (scalar multiplication)
+-- ∀x, y, w. smul(matmul(x, y), w) = matmul(x, smul(y, w))
+matmulScalarLinear :: forall a. NumRule a
+matmulScalarLinear _ = do
+  let w = ("w" :: a)
+  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeK <- newMap "sizeK" rclassK
+  sizeN <- newMap "sizeN" rclassN
+
+  x <- newTensor @a "x" [rclassM --> sizeM, rclassK --> sizeK]
+  y <- newTensor @a "y" [rclassK --> sizeK, rclassN --> sizeN]
+
+  (xy, kL) <- matmul2D x y
+  lhs <- smul xy w
+  yw <- smul y w
+  (rhs, kR) <- matmul2D x yw
+
+  siRelation [kL, kR] $ \[l, r] -> l .== r
+  checkSIMap [kL] [kR]
+
+  rewrite "smul(matmul(x, y), w) ⇒ matmul(x, smul(y, w))" lhs rhs
+
+-- | Rule 3: Matrix multiplication distributes over addition
+-- ∀x, y, z. matmul(x, ewadd(y, z)) = ewadd(matmul(x, y), matmul(x, z))
+matmulDistributive :: forall a. NumRule a
+matmulDistributive _ = do
+  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeK <- newMap "sizeK" rclassK
+  sizeN <- newMap "sizeN" rclassN
+
+  x <- newTensor @a "x" [rclassM --> sizeM, rclassK --> sizeK]
+  y <- newTensor @a "y" [rclassK --> sizeK, rclassN --> sizeN]
+  z <- newTensor @a "z" [rclassK --> sizeK, rclassN --> sizeN]
+
+  yz <- ewadd y z
+  (lhs, kL) <- matmul2D x yz
+  (xy, kR1) <- matmul2D x y
+  (xz, kR2) <- matmul2D x z
+  rhs <- ewadd xy xz
+
+  siRelation [kL, kR1] $ \[l, r] -> l .== r
+  siRelation [kL, kR2] $ \[l, r] -> l .== r
+  checkSIMap [kL] [kR1, kR2]
+
+  rewrite "matmul(x, ewadd(y, z)) ⇒ ewadd(matmul(x, y), matmul(x, z))" lhs rhs
+
+-- | Rule 4: Matrix multiplication and transpose interaction
+-- ∀x, y. transpose(matmul(x, y)) = matmul(transpose(y), transpose(x))
+matmulTranspose :: forall a. NumRule a
+matmulTranspose _ = do
+  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeK <- newMap "sizeK" rclassK
+  sizeN <- newMap "sizeN" rclassN
+
+  -- Label axes so transpose works via label swap instead of ByRClass swap
+  x <- newTensor @a "x" [rclassM --> sizeM @@ "L", rclassK --> sizeK @@ "K"]
+  y <- newTensor @a "y" [rclassK --> sizeK @@ "K", rclassN --> sizeN @@ "R"]
+  (xy, kL) <- matmul2D x y -- TODO: Pass the rclass explicitly instead of inferring
+  lhs <- transpose xy
+  yt <- transpose y
+  xt <- transpose x
+  (rhs, kR) <- matmul2D yt xt
+
+  siRelation [kL, kR] $ \[l, r] -> l .== r
+  checkSIMap [kL] [kR]
+
+  rewrite "transpose(matmul(x, y)) ⇒ matmul(transpose(y), transpose(x))" lhs rhs
+
+-- | Rule 5: Identity matrix property
+-- ∀x. matmul(x, I) = x (where I is identity matrix)
+matmulIdentity :: forall a. NumRule a
+matmulIdentity _ = do
+  [rclassM, rclassN] <- newRClasses ["rclassM", "rclassN"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeN <- newMap "sizeN" rclassN
+
+  x <- newTensor @a "x" [rclassM --> sizeM, rclassN --> sizeN]
+  identityRow <- iota [rclassM --> sizeM, rclassN --> sizeN] (ByRClass rclassM)
+  identityCol <- iota [rclassM --> sizeM, rclassN --> sizeN] (ByRClass rclassN)
+  identityMask <- compareOp Eqv identityRow identityCol
+  ones <- constant @a 1 [rclassM --> sizeM, rclassN --> sizeN]
+  zeros <- constant @a 0 [rclassM --> sizeM, rclassN --> sizeN]
+  identityMatrix <- select identityMask ones zeros
+
+  -- Precondition: matrix must be square
+  precondition [sizeM, sizeN] $ \[m, n] -> m .== n
+
+  (lhs, _) <- matmul2D x identityMatrix
+  let rhs = x
+
+  monitorExprOnFailure "x" x
+  monitorExprOnFailure "I" identityMatrix
+
+  rewrite "matmul(x, I) ⇒ x" lhs rhs
+
+-- -- | Rule 6: Concatenation and matrix multiplication (right distributive)
+-- -- ∀x, y, z. concat(1, matmul(x, y), matmul(x, z)) = matmul(x, concat(1, y, z))
+matmulConcatRight :: forall a. NumRule a
+matmulConcatRight _ = do
+  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeK <- newMap "sizeK" rclassK
+  [sizeN1, sizeN2] <- newMaps ["sizeN1", "sizeN2"] rclassN
+
+  x <- newTensor @a "x" [rclassM --> sizeM, rclassK --> sizeK]
+  y <- newTensor @a "y" [rclassK --> sizeK, rclassN --> sizeN1]
+  z <- newTensor @a "z" [rclassK --> sizeK, rclassN --> sizeN2]
+
+  (xy, kL1) <- matmul2D x y
+  (xz, kL2) <- matmul2D x z
+  lhs <- concat (ByRClass rclassN) xy xz
+  yz <- concat (ByRClass rclassN) y z
+  (rhs, kR) <- matmul2D x yz
+
+  siRelation [kL1, kR] $ \[l, r] -> l .== r
+  siRelation [kL2, kR] $ \[l, r] -> l .== r
+  checkSIMap [kL1, kL2] [kR]
+
+  rewrite "concat(1, matmul(x, y), matmul(x, z)) ⇒ matmul(x, concat(1, y, z))" lhs rhs
+
+-- | Rule 7: Concatenation and matrix multiplication (mixed)
+-- ∀x, y, z, w. matmul(concat(1, x, z), concat(0, y, w)) = ewadd(matmul(x, y), matmul(z, w))
+matmulConcatMixed :: forall a. NumRule a
+matmulConcatMixed _ = do
+  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  [sizeM1, sizeM2] <- newMaps ["sizeM1", "sizeM2"] rclassM
+  [sizeK1, sizeK2] <- newMaps ["sizeK1", "sizeK2"] rclassK
+  sizeN <- newMap "sizeN" rclassN
+
+  x <- newTensor @a "x" [rclassM --> sizeM1, rclassK --> sizeK1]
+  y <- newTensor @a "y" [rclassK --> sizeK1, rclassN --> sizeN]
+  z <- newTensor @a "z" [rclassM --> sizeM2, rclassK --> sizeK2]
+  w <- newTensor @a "w" [rclassK --> sizeK2, rclassN --> sizeN]
+
+  -- Dimensions must match appropriately for concatenation and matmul
+  precondition [sizeM1, sizeM2] $ \[m1, m2] -> m1 .== m2
+  precondition [sizeK1, sizeK2] $ \[k1, k2] -> k1 .== k2
+
+  xz <- concat (ByRClass rclassM) x z
+  yw <- concat (ByRClass rclassK) y w
+  (lhs, kL) <- matmul2D xz yw
+  (xy, kR1) <- matmul2D x y
+  (zw, kR2) <- matmul2D z w
+  rhs <- ewadd xy zw
+
+  siRelation [kL, kR1] $ \[l, r] -> l .== r
+  siRelation [kL, kR2] $ \[l, r] -> l .== r
+  checkSIMap [kL] [kR1, kR2]
+
+  rewrite "matmul(concat(1, x, z), concat(0, y, w)) ⇒ ewadd(matmul(x, y), matmul(z, w))" lhs rhs
+
+main :: IO ()
+main = do
+  printTitle "#################### matmulAssociativity ####################"
+  verifyNumDSL matmulAssociativity
+  printTitle "#################### matmulScalarLinear #####################"
+  verifyNumDSL matmulScalarLinear
+  printTitle "#################### matmulDistributive #####################"
+  verifyNumDSL matmulDistributive
+
+-- printTitle "###################### matmulTranspose ######################"
+-- verifyNumDSL matmulTranspose
+
+-- printTitle "###################### matmulIdentity #######################"
+-- verifyNumDSL matmulIdentity
+
+-- printTitle "#################### matmulConcatRight ######################"
+-- verifyNumDSL matmulConcatRight
+-- printTitle "##################### matmulConcatMixed #####################"
+-- verifyNumDSL matmulConcatMixed
diff --git a/src/TensorRight/Internal/Core/Tensor/Typed.hs b/src/TensorRight/Internal/Core/Tensor/Typed.hs
index 7d80b90..97ec95f 100644
--- a/src/TensorRight/Internal/Core/Tensor/Typed.hs
+++ b/src/TensorRight/Internal/Core/Tensor/Typed.hs
@@ -381,6 +381,12 @@ numBinOp op xo yo = do
           case (op, xElem, yElem) of
             (_, TensorElemVal xSym, TensorElemVal ySym) -> do
               mrgReturn $ TensorElemVal $ func xSym ySym
+            (Add, TensorElemSum xSym, TensorElemVal ySym) ->
+              mrgReturn $ TensorElemSum (xSym + ySym)
+            (Add, TensorElemVal xSym, TensorElemSum ySym) ->
+              mrgReturn $ TensorElemSum (xSym + ySym)
+            (Add, TensorElemSum xSym, TensorElemSum ySym) ->
+              mrgReturn $ TensorElemSum (xSym + ySym)
             (Mul, TensorElemSum xSym, TensorElemVal ySym) ->
               mrgReturn $ TensorElemSum (xSym * ySym)
             (Mul, TensorElemVal xSym, TensorElemSum ySym) ->
@@ -1235,4 +1241,4 @@ reshapeDegenerate to introAxes removedAxes = do
               (fromKVPairs ((,0) <$> HS.toList removedAxes))
               originalIndices
       )
-      newShape
\ No newline at end of file
+      newShape
diff --git a/src/TensorRight/Internal/DSL/DSL.hs b/src/TensorRight/Internal/DSL/DSL.hs
index 8720436..6796e6c 100644
--- a/src/TensorRight/Internal/DSL/DSL.hs
+++ b/src/TensorRight/Internal/DSL/DSL.hs
@@ -71,6 +71,8 @@ module TensorRight.Internal.DSL.DSL
     newConstMaps,
     combineMap,
     transpose2D,
+    matmul2DHelper,
+    matmul3DHelper,
     twoRefsOf,
     twoSingletonRefsOf,
     transpose2DSingleton,
@@ -1194,7 +1196,7 @@ dot lhs rhs contractingSIMapsDesc batchRClasses = do
     let lhsAllRefs = abstractShapeAllRefs shapeLhs
     let rhsAllRefs = abstractShapeAllRefs shapeRhs
     assert
-      ( "Contracion + batch rclasses must be exactly the interaction of lhs and "
+      ( "Contraction + batch rclasses must be exactly the interaction of lhs and "
           <> "rhs rclasses"
       )
       $ dotAllRefs == HS.intersection lhsAllRefs rhsAllRefs
@@ -1499,6 +1501,57 @@ twoRefsOf e = do
     then let [a, b] = refs in return (a, b)
     else error $ "Expected exactly 2 refs, got " ++ show (length refs) ++ ": " ++ show refs
 
+-- | Helper function to get three aggregated axes from a 3D tensor.
+-- Useful for 3D batched matrix multiplication.
+threeRefsOf :: Expr -> DSLContext (RClassRef, RClassRef, RClassRef)
+threeRefsOf e = do
+  shape <- shapeOf e
+  let refs = HS.toList $ abstractShapeAllRefs shape
+  if length refs == 3
+    then let [a, b, c] = refs in return (a, b, c)
+    else error $ "Expected exactly 3 refs, got " ++ show (length refs) ++ ": " ++ show refs
+
+matmul2DHelper ::
+  (ExprInContext lhs, ExprInContext rhs) =>
+  -- | The left-hand side tensor (shape [M, K])
+  lhs ->
+  -- | The right-hand side tensor (shape [K, N])
+  rhs ->
+  DSLContext (Expr, MapIdentifier)
+matmul2DHelper lhs' rhs' = do
+  lhs <- liftInContext lhs'
+  rhs <- liftInContext rhs'
+  shapeLhs <- shapeOf lhs
+  shapeRhs <- shapeOf rhs
+  let shared = HS.toList $ abstractShapeAllRefs shapeLhs `HS.intersection` abstractShapeAllRefs shapeRhs
+  assert "matmul2D: tensors must share exactly one rclass" $ length shared == 1
+  let [kRef] = shared
+  kRClass <- getRClassByRClassRef shapeLhs kRef
+  kSI <- newMap "contract" kRClass
+  expr <- dot lhs rhs [kRef --> kSI] []
+  return (expr, kSI)
+
+matmul3DHelper ::
+  (ExprInContext lhs, ExprInContext rhs) =>
+  -- | The left-hand side tensor (shape [B, M, K])
+  lhs ->
+  -- | The right-hand side tensor (shape [B, K, N])
+  rhs ->
+  DSLContext Expr
+matmul3DHelper lhs' rhs' = do
+  lhs <- liftInContext lhs'
+  rhs <- liftInContext rhs'
+  -- Get the three axes from each tensor
+  (lhsBatch, _, lhsK) <- threeRefsOf lhs -- B, M, K
+  (_, _, _) <- threeRefsOf rhs -- B, K, N
+  -- Create contracting SI map for the shared K dimension
+  shapeLhs <- shapeOf lhs
+  rclassK <- getRClassByRClassRef shapeLhs lhsK
+  contractSI <- newMap "contractSI" rclassK
+  -- Contract on K dimension, batch on B dimension
+  -- lhsBatch should match rhsBatch, lhsK should match rhsK
+  dot lhs rhs [lhsK --> contractSI] [lhsBatch]
+
 -- | Helper function for transpose2D. Ignores singleton
 transpose2D :: (ExprInContext e) => e -> DSLContext Expr
 transpose2D e' = do
@@ -1524,4 +1577,4 @@ transpose2DSingleton :: (ExprInContext e) => e -> DSLContext Expr
 transpose2DSingleton e' = do
   e <- liftInContext e'
   (a, b) <- twoSingletonRefsOf e
-  relabel e [a --> b, b --> a]
\ No newline at end of file
+  relabel e [a --> b, b --> a]
diff --git a/src/TensorRight/Internal/DSL/Shape.hs b/src/TensorRight/Internal/DSL/Shape.hs
index eaed752..f2ff3cb 100644
--- a/src/TensorRight/Internal/DSL/Shape.hs
+++ b/src/TensorRight/Internal/DSL/Shape.hs
@@ -4,6 +4,7 @@
 {-# LANGUAGE DuplicateRecordFields #-}
 {-# LANGUAGE FlexibleContexts #-}
 {-# LANGUAGE FlexibleInstances #-}
+{-# LANGUAGE InstanceSigs #-}
 {-# LANGUAGE MultiParamTypeClasses #-}
 {-# LANGUAGE OverloadedStrings #-}
 {-# LANGUAGE RecordWildCards #-}
@@ -154,6 +155,7 @@ class TensorShapeLike a where
   toTensorShape :: (MonadError Error m) => a -> m TensorShape
 
 instance TensorShapeLike TensorShape where
+  toTensorShape :: (MonadError Error m) => TensorShape -> m TensorShape
   toTensorShape = return
 
 instance TensorShapeLike [TensorShapeDesc] where
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index 6b62d72..3a5963c 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -21,6 +21,7 @@ module TensorRight.Internal.DSL.TASO
     transpose,
     transposeSingleton,
     enlarge,
+    matmul2D,
   )
 where
 
@@ -36,6 +37,7 @@ import TensorRight.Internal.DSL.DSL
     ValidNum,
     clampScalar,
     combineMap,
+    matmul2DHelper,
     newConstMap,
     newNonNegMap,
     numBinOp,
@@ -46,6 +48,7 @@ import TensorRight.Internal.DSL.DSL
     transpose2DSingleton,
   )
 import TensorRight.Internal.DSL.Expr (getRClassByMap)
+import TensorRight.Internal.DSL.Identifier (MapIdentifier)
 import TensorRight.Internal.DSL.Parameters (ParamDesc (..))
 import TensorRight.Internal.DSL.Syntax (ArrowSyntax ((-->)))
 import Prelude hiding (concat)
@@ -163,4 +166,14 @@ enlarge (ParamDesc hRef sH) (ParamDesc wRef sW) ky kx e = do
       { low = [hRef --> hLow, wRef --> wLow],
         interior = [hRef --> zH, wRef --> zW], -- No internal padding
         high = [hRef --> hHigh, wRef --> wHigh]
-      }
\ No newline at end of file
+      }
+
+-- | TASO's 2D matrix multiplication operator
+matmul2D ::
+  (ExprInContext lhs, ExprInContext rhs) =>
+  -- | The left-hand side tensor (shape [M, K])
+  lhs ->
+  -- | The right-hand side tensor (shape [K, N])
+  rhs ->
+  DSLContext (Expr, MapIdentifier)
+matmul2D = matmul2DHelper
\ No newline at end of file
diff --git a/tensor-right.cabal b/tensor-right.cabal
index a635300..65499e3 100644
--- a/tensor-right.cabal
+++ b/tensor-right.cabal
@@ -205,6 +205,36 @@ executable rules-taso-ewmul
     unordered-containers
   default-language: Haskell2010
 
+executable rules-taso-matmul
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/matmul
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
 executable rules-taso-relu
   main-is: Main.hs
   other-modules:

From a611d29c34302b218e6869e4f54d8fc5a5262514 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Tue, 16 Sep 2025 05:03:09 -0500
Subject: [PATCH 14/25] Added rank precondition

---
 rules/taso/transpose/Main.hs                  | 112 +-----------------
 src/TensorRight/Internal/Core/Verify.hs       |   3 +-
 .../Internal/DSL/BoundInference.hs            |  18 ++-
 src/TensorRight/Internal/DSL/DSL.hs           |  57 ++++-----
 src/TensorRight/Internal/DSL/Expr.hs          |   4 +-
 src/TensorRight/Internal/DSL/TASO.hs          |   9 --
 src/TensorRight/Internal/DSL/Verify.hs        |  35 +++---
 test/Core/TensorTest.hs                       |   2 +-
 8 files changed, 57 insertions(+), 183 deletions(-)

diff --git a/rules/taso/transpose/Main.hs b/rules/taso/transpose/Main.hs
index 1e0e783..12c910b 100644
--- a/rules/taso/transpose/Main.hs
+++ b/rules/taso/transpose/Main.hs
@@ -2,8 +2,8 @@ module Main (main) where
 
 import Grisette hiding ((-->))
 import TensorRight
-import TensorRight.Internal.DSL.DSL (transpose2DSingleton, twoRefsOf, twoSingletonRefsOf)
-import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, relu, smul, transpose, transposeSingleton)
+import TensorRight.Internal.DSL.DSL (twoRefsOf)
+import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, relu, smul, transpose)
 import Prelude hiding (concat)
 
 -- ############################# (Rewrite rules not enforcing singleton) ############################
@@ -93,98 +93,6 @@ transposeConcat _ = do
   rhs <- transpose (concat axis0 x y)
   rewrite "concat(1, transpose(x), transpose(y)) ⇒ transpose(concat(0, x, y))" lhs rhs
 
--- -- ############################# (Rewrite rules enforcing singleton) ############################
--- ############################# (Rewrite rules enforcing singleton) ############################
--- Desugaring for TASO singleton transpose
-desugarTransposeSingleton :: forall a. AnyDTypeRule a
-desugarTransposeSingleton _ = do
-  rclass <- newRClass "rclassS"
-  s1 <- newMap "s1S" rclass
-  s2 <- newMap "s2S" rclass
-  tA <- newTensor @a "A" [rclass --> s1 @@ "L", rclass --> s2 @@ "R"]
-  _ <- iota [rclass --> s1] (ByRClass rclass)
-  lhs <- transposeSingleton tA
-  rhs <- relabel tA [ByLabel "L" --> ByLabel "R", ByLabel "R" --> ByLabel "L"]
-  rewrite "transposeSingleton(A) ⇒ relabel(A, swap)" lhs rhs
-
-inverseSingleton :: forall a. AnyDTypeRule a
-inverseSingleton _ = do
-  rclass <- newRClass "rclassS"
-  s1 <- newMap "s1S" rclass
-  s2 <- newMap "s2S" rclass
-  tA <- newTensor @a "A" [rclass --> s1 @@ "L", rclass --> s2 @@ "R"]
-  _ <- iota [rclass --> s1] (ByRClass rclass)
-  lhs <- transposeSingleton $ transposeSingleton tA
-  rewrite "transposeSingleton(transposeSingleton(A)) ⇒ A" lhs tA
-
--- transposeSingleton(ewadd(x, y)) = ewadd(transposeSingleton(x), transposeSingleton(y))
-transposeSingletonEwadd :: forall a. NumRule a
-transposeSingletonEwadd _ = do
-  r <- newRClass "rS"
-  sL <- newMap "sLS" r
-  sR <- newMap "sRS" r
-  _ <- iota [r --> sL] (ByRClass r)
-  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
-  y <- newTensor @a "y" [r --> sL @@ "L", r --> sR @@ "R"]
-  lhs <- transposeSingleton (ewadd x y)
-  rhs <- ewadd (transposeSingleton x) (transposeSingleton y)
-  rewrite "transposeSingleton(ewadd(x,y)) ⇒ ewadd(transposeSingleton(x), transposeSingleton(y))" lhs rhs
-
--- transposeSingleton(ewmul(x, y)) = ewmul(transposeSingleton(x), transposeSingleton(y))
-transposeSingletonEwmul :: forall a. NumRule a
-transposeSingletonEwmul _ = do
-  r <- newRClass "rS"
-  sL <- newMap "sLS" r
-  sR <- newMap "sRS" r
-  _ <- iota [r --> sL] (ByRClass r)
-  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
-  y <- newTensor @a "y" [r --> sL @@ "L", r --> sR @@ "R"]
-  lhs <- transposeSingleton (ewmul x y)
-  rhs <- ewmul (transposeSingleton x) (transposeSingleton y)
-  rewrite "transposeSingleton(ewmul(x,y)) ⇒ ewmul(transposeSingleton(x), transposeSingleton(y))" lhs rhs
-
--- transposeSingleton(smul(x, w)) = smul(transposeSingleton(x), w)
-transposeSingletonSmul :: forall a. NumRule a
-transposeSingletonSmul _ = do
-  r <- newRClass "rS"
-  sL <- newMap "sLS" r
-  sR <- newMap "sRS" r
-  _ <- iota [r --> sL] (ByRClass r)
-  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
-  let w = ("w" :: a)
-  lhs <- transposeSingleton (smul x w)
-  rhs <- smul (transposeSingleton x) w
-  rewrite "transposeSingleton(smul(x,w)) ⇒ smul(transposeSingleton(x), w)" lhs rhs
-
--- transposeSingleton(relu(x)) = relu(transposeSingleton(x))
-transposeSingletonRelu :: forall a. NumRule a
-transposeSingletonRelu _ = do
-  r <- newRClass "rS"
-  sL <- newMap "sLS" r
-  sR <- newMap "sRS" r
-  _ <- iota [r --> sL] (ByRClass r)
-  x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
-  lhs <- transposeSingleton (relu @a x)
-  rhs <- relu @a (transposeSingleton x)
-  rewrite "transposeSingleton(relu(x)) ⇒ relu(transposeSingleton(x))" lhs rhs
-
--- concat(1, transposeSingleton(x), transposeSingleton(y)) = transposeSingleton(concat(0, x, y))
-transposeSingletonConcat :: forall a. AnyDTypeRule a
-transposeSingletonConcat _ = do
-  r <- newRClass "rS"
-  sLx <- newMap "sLxS" r
-  sRx <- newMap "sRxS" r
-  sLy <- newMap "sLyS" r
-  sRy <- newMap "sRyS" r
-  _ <- iota [r --> sLx] (ByRClass r)
-  x <- newTensor @a "x" [r --> sLx @@ "L", r --> sRx @@ "R"]
-  y <- newTensor @a "y" [r --> sLy @@ "L", r --> sRy @@ "R"]
-  let axis1 = ByLabel "R"
-  let axis0 = ByLabel "L"
-  lhs <- concat axis1 (transposeSingleton x) (transposeSingleton y)
-  rhs <- transposeSingleton (concat axis0 x y)
-  rewrite "concat(1, transposeSingleton(x), transposeSingleton(y)) ⇒ transposeSingleton(concat(0, x, y))" lhs rhs
-
 main :: IO ()
 main = do
   printTitle "######################## desugarTranspose ########################"
@@ -200,18 +108,4 @@ main = do
   printTitle "######################## transposeRelu ###########################"
   verifyNumDSL transposeRelu
   printTitle "######################## transposeConcat #########################"
-  verifyNumDSL transposeConcat
-  printTitle "######################## desugarTransposeSingleton ###############"
-  verifyNumDSL desugarTransposeSingleton
-  printTitle "######################## inverseSingleton ########################"
-  verifyNumDSL inverseSingleton
-  printTitle "######################## transposeSingletonEwadd #################"
-  verifyNumDSL transposeSingletonEwadd
-  printTitle "######################## transposeSingletonEwmul #################"
-  verifyNumDSL transposeSingletonEwmul
-  printTitle "######################## transposeSingletonSmul ##################"
-  verifyNumDSL transposeSingletonSmul
-  printTitle "######################## transposeSingletonRelu ##################"
-  verifyNumDSL transposeSingletonRelu
-  printTitle "######################## transposeSingletonConcat ################"
-  verifyNumDSL transposeSingletonConcat
\ No newline at end of file
+  verifyNumDSL transposeConcat
\ No newline at end of file
diff --git a/src/TensorRight/Internal/Core/Verify.hs b/src/TensorRight/Internal/Core/Verify.hs
index d4a0f24..86ddb67 100644
--- a/src/TensorRight/Internal/Core/Verify.hs
+++ b/src/TensorRight/Internal/Core/Verify.hs
@@ -381,7 +381,8 @@ verifyRule
               printWarning $ "Some right si cannot be accessed."
               return False
           unless (allokl && allokr) $
-            printWarning $ "Some SI cannot be accessed."
+            printWarning $
+              "Some SI cannot be accessed."
         else printWarning $ "SI-relation is not bijective."
 
     cond1 <-
diff --git a/src/TensorRight/Internal/DSL/BoundInference.hs b/src/TensorRight/Internal/DSL/BoundInference.hs
index d30e9b7..ccbafd5 100644
--- a/src/TensorRight/Internal/DSL/BoundInference.hs
+++ b/src/TensorRight/Internal/DSL/BoundInference.hs
@@ -229,15 +229,13 @@ groupAccessByTensors = groupBy (on (==) termTensor) . sortOn termTensor
 inferBound ::
   GrisetteSMTConfig ->
   VerifyTask ->
-  HS.HashSet RClassIdentifier ->
-  HS.HashSet RClassIdentifier ->
+  HM.HashMap RClassIdentifier Int ->
   AbstractShape ->
-  IO (HM.HashMap RClassIdentifier Int)
+  IO (HM.HashMap RClassIdentifier (Int, Int))
 inferBound
   solverConfig
   (VerifyTask _ lhs rhs pre siRelation _ _ _ _ _ _ _ _ _)
-  nonSingletonRClasses
-  singletonRClasses
+  rankConditions
   sp = do
     let preCond = pre
     when (preCond == con False) $
@@ -291,12 +289,10 @@ inferBound
           max 1 $
             kFromAllAccesses rclass
               + numHasRClassInGroup rclass (HS.toList filteredConditions)
-    return $
-      HM.fromList $
-        ( (\rclass -> (rclass, kForRClass rclass))
-            <$> HS.toList (nonSingletonRClasses `HS.difference` singletonRClasses)
-        )
-          <> ((,1) <$> HS.toList singletonRClasses)
+    let rclassesInShape = HS.toList $ unlabelled sp <> HS.fromList (HM.elems (labelled sp))
+    let baseBounds = HM.fromList $ (\rclass -> (rclass, (1, kForRClass rclass))) <$> rclassesInShape
+    let applyExact acc (r, k) = HM.insert r (k, k) acc
+    return $ foldl applyExact baseBounds (HM.toList rankConditions)
 
 abstractShapeAccess :: AbstractShape -> Indices
 abstractShapeAccess AbstractShape {..} = do
diff --git a/src/TensorRight/Internal/DSL/DSL.hs b/src/TensorRight/Internal/DSL/DSL.hs
index 6796e6c..063924f 100644
--- a/src/TensorRight/Internal/DSL/DSL.hs
+++ b/src/TensorRight/Internal/DSL/DSL.hs
@@ -36,6 +36,7 @@ module TensorRight.Internal.DSL.DSL
     newTensor,
     numBinOp,
     boolBinOp,
+    rankPrecondition,
     reduce,
     siRelation,
     precondition,
@@ -60,6 +61,7 @@ module TensorRight.Internal.DSL.DSL
     boolUnaryOp,
     convBase,
     conv,
+    newSingletonRClass,
     monitorExprOnFailure,
     monitorMapOnFailure,
     clamp,
@@ -74,8 +76,6 @@ module TensorRight.Internal.DSL.DSL
     matmul2DHelper,
     matmul3DHelper,
     twoRefsOf,
-    twoSingletonRefsOf,
-    transpose2DSingleton,
     Padding (..),
     ConvConfig (..),
     ConvPadding (..),
@@ -131,7 +131,7 @@ import TensorRight.Internal.DSL.Expr
     ConvPaddingArgsExpr (ConvPaddingArgsExpr, high, ldilation, low, rdilation),
     DSLContext,
     DySliceArgsExpr (DySliceArgsExpr, sizes, start),
-    Env (Env, lhsSIMaps, numTensorAssumptions),
+    Env (..),
     Expr,
     NumTensorAssumption (NumTensorAssumption),
     PaddingArgsExpr (PaddingArgsExpr, high, interior, low),
@@ -185,7 +185,6 @@ import TensorRight.Internal.DSL.Expr
     rhsSIMaps,
     runDSLContext,
     siRelations,
-    singletonRClasses,
     tensorDTypes,
     tensorShapes,
     validTensorShape,
@@ -399,6 +398,23 @@ precondition ::
   DSLContext ()
 precondition maps = precondition' maps . zipCondition
 
+-- | Declare an exact rank for an RClass. Sets rankConditions[rclass] = k.
+rankPrecondition ::
+  RClassIdentifier ->
+  Int ->
+  DSLContext ()
+rankPrecondition rclass k = do
+  assert "rankPrecondition: k must be >= 1" (k >= 1)
+  env <- get
+  case HM.lookup rclass (rankConditions env) of
+    Just k' -> assert "Conflicting rankPrecondition for the same RClass" (k' == k)
+    Nothing -> return ()
+  put $ env {rankConditions = HM.insert rclass k (rankConditions env)}
+
+-- | Mark an existing RClass as singleton (exact rank 1).
+newSingletonRClass :: RClassIdentifier -> DSLContext ()
+newSingletonRClass r = rankPrecondition r 1
+
 -- | Add an SI relation to rewriting rule.
 -- It is similar to 'precondition', but it is used to specify the SI relations.
 siRelation' ::
@@ -680,8 +696,7 @@ iota shapeDesc d = do
     validTensorShape shape
     let abstractShape = toAbstractShape shape
     rclass <- getRClassByRClassRef abstractShape d
-    env <- get
-    put $ env {singletonRClasses = HS.insert rclass (singletonRClasses env)}
+    newSingletonRClass rclass
     return (abstractShape, IntType)
 
 -- | The named arguments to the 'slice' operation.
@@ -1104,8 +1119,7 @@ concatTensor lhs' rhs' d = do
     assert "lhs and rhs must have the same rclasses" $ shapeLhs == shapeRhs
     assert "lhs and rhs must have the same type" $ tyLhs == tyRhs
     rclass <- getRClassByRClassRef shapeLhs d
-    env <- get
-    put $ env {singletonRClasses = HS.insert rclass (singletonRClasses env)}
+    newSingletonRClass rclass
     return (shapeLhs, tyLhs)
 
 -- | Concatenate a list of tensors.
@@ -1125,8 +1139,7 @@ concatTensorList exprs' d = do
     assert "All tensors in concatList must have the same RClasses" $ all (== head shapes) shapes
     assert "All tensors in concatList must have the same type" $ all (== head tys) tys
     rclass <- getRClassByRClassRef (head shapes) d
-    env <- get
-    put $ env {singletonRClasses = HS.insert rclass (singletonRClasses env)}
+    newSingletonRClass rclass
     return (head shapes, head tys)
 
 -- | Relabel operation.
@@ -1552,29 +1565,9 @@ matmul3DHelper lhs' rhs' = do
   -- lhsBatch should match rhsBatch, lhsK should match rhsK
   dot lhs rhs [lhsK --> contractSI] [lhsBatch]
 
--- | Helper function for transpose2D. Ignores singleton
+-- | Helper function for transpose2D.
 transpose2D :: (ExprInContext e) => e -> DSLContext Expr
 transpose2D e' = do
   e <- liftInContext e'
   (a, b) <- twoRefsOf e
-  relabel e [a --> b, b --> a]
-
--- | Gets the two aggregated axes from a strictly-2D tensor where
--- both underlying RClasses are singleton.
-twoSingletonRefsOf :: Expr -> DSLContext (RClassRef, RClassRef)
-twoSingletonRefsOf e = do
-  shape <- shapeOf e
-  (a, b) <- twoRefsOf e
-  ra <- getRClassByRClassRef shape a
-  rb <- getRClassByRClassRef shape b
-  env <- get
-  let singletons = singletonRClasses env
-  assert "transpose2D: both rclasses must be singleton" $ HS.member ra singletons && HS.member rb singletons
-  return (a, b)
-
--- | Strict 2D transpose: only allowed when both axes are singleton.
-transpose2DSingleton :: (ExprInContext e) => e -> DSLContext Expr
-transpose2DSingleton e' = do
-  e <- liftInContext e'
-  (a, b) <- twoSingletonRefsOf e
-  relabel e [a --> b, b --> a]
+  relabel e [a --> b, b --> a]
\ No newline at end of file
diff --git a/src/TensorRight/Internal/DSL/Expr.hs b/src/TensorRight/Internal/DSL/Expr.hs
index 02d91dc..8dae974 100644
--- a/src/TensorRight/Internal/DSL/Expr.hs
+++ b/src/TensorRight/Internal/DSL/Expr.hs
@@ -617,10 +617,10 @@ data Env = Env
     exprAbstractShapes :: HM.HashMap Int AbstractShape,
     exprDTypes :: HM.HashMap Int DType,
     preConditions :: [Condition],
+    rankConditions :: HM.HashMap RClassIdentifier Int,
     numTensorAssumptions :: [NumTensorAssumption],
     siMaps :: HS.HashSet MapIdentifier,
     siRelations :: [Condition],
-    singletonRClasses :: HS.HashSet RClassIdentifier,
     monitoringExprs :: [(T.Text, Expr)],
     monitoringMaps :: [(T.Text, RClassRef, MapIdentifier)],
     lhsSIMaps :: HS.HashSet MapIdentifier,
@@ -643,10 +643,10 @@ emptyEnv =
     HM.empty
     HM.empty
     []
+    HM.empty
     []
     HS.empty
     []
-    HS.empty
     []
     []
     HS.empty
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index 3a5963c..421d905 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -19,7 +19,6 @@ module TensorRight.Internal.DSL.TASO
     relu,
     concat,
     transpose,
-    transposeSingleton,
     enlarge,
     matmul2D,
   )
@@ -45,7 +44,6 @@ import TensorRight.Internal.DSL.DSL
     pad,
     precondition,
     transpose2D,
-    transpose2DSingleton,
   )
 import TensorRight.Internal.DSL.Expr (getRClassByMap)
 import TensorRight.Internal.DSL.Identifier (MapIdentifier)
@@ -112,13 +110,6 @@ transpose ::
   DSLContext Expr
 transpose = transpose2D
 
-transposeSingleton ::
-  (ExprInContext e) =>
-  -- | The tensor to transpose
-  e ->
-  DSLContext Expr
-transposeSingleton = transpose2DSingleton
-
 -- | TASO's enlarge operator
 enlarge ::
   forall a e.
diff --git a/src/TensorRight/Internal/DSL/Verify.hs b/src/TensorRight/Internal/DSL/Verify.hs
index 23673a8..18c803a 100644
--- a/src/TensorRight/Internal/DSL/Verify.hs
+++ b/src/TensorRight/Internal/DSL/Verify.hs
@@ -57,8 +57,8 @@ import TensorRight.Internal.DSL.DSL
         lhsSIMaps,
         numTensorAssumptions,
         preConditions,
+        rankConditions,
         rhsSIMaps,
-        singletonRClasses,
         tensorShapes
       ),
     ValidElem,
@@ -97,7 +97,7 @@ import TensorRight.Internal.DSL.Identifier (RClassIdentifier)
 import TensorRight.Internal.DSL.Shape
   ( AbstractShape,
   )
-import TensorRight.Internal.Util.Pretty (printTitle, printSuccess, printFailure)
+import TensorRight.Internal.Util.Pretty (printFailure, printSuccess, printTitle)
 
 verifyDSLWithNDim ::
   GrisetteSMTConfig ->
@@ -211,6 +211,9 @@ verifyDSLWithNDim solverConfig rewrite Env {..} ndim = do
                 else mempty
           )
           maps
+
+  let singletonRClasses = HS.fromList [r | (r, k) <- HM.toList rankConditions, k == 1]
+  let nonSingletonRClasses = declaredRClasses `HS.difference` singletonRClasses
   return
     ( VerifyTask
         solverConfig
@@ -227,7 +230,7 @@ verifyDSLWithNDim solverConfig rewrite Env {..} ndim = do
         otherSISymbols
         monitoringTensors
         monitoringSizes,
-      declaredRClasses `HS.difference` singletonRClasses,
+      nonSingletonRClasses,
       singletonRClasses,
       exprAbstractShapes HM.! exprId (lhs rewrite)
     )
@@ -261,10 +264,11 @@ printResult subTheory Result {..} =
   if isRight result
     then printSuccess theory $ time <> " Verification succeeded."
     else printFailure theory $ time <> " Verification failed with error: " <> showError result
-  where showError (Left e) = show e
-        showError (Right _) = ""
-        time = "[" <> show elapsedTime <> "s]"
-        theory = (maybe "" ("-" <>) subTheory)
+  where
+    showError (Left e) = show e
+    showError (Right _) = ""
+    time = "[" <> show elapsedTime <> "s]"
+    theory = maybe "" ("-" <>) subTheory
 
 bracketFailure ::
   DSLContext Rewrite -> IO () -> IO Result
@@ -295,15 +299,10 @@ verifyDSLWithImpl solverConfig theoryInfo rewrite = do
     Right (rewrite, env) -> do
       putStrLn $ "Verifying rule " <> T.unpack (name rewrite)
       let bound0 = baseRClassBound0 rewrite env
-      (task, nonSingletonRClasses, singletonRClasses, shape) <-
+      (_task, _nonSingletonRClasses, _singletonRClasses, shape) <-
         verifyDSLWithNDim solverConfig rewrite env bound0
       inferredBound <-
-        inferBound
-          solverConfig
-          task
-          nonSingletonRClasses
-          singletonRClasses
-          shape
+        inferBound solverConfig _task (rankConditions env) shape
       putStrLn $ "Inferred bounds: " <> show inferredBound
       putStrLn $
         "[INFO"
@@ -314,19 +313,19 @@ verifyDSLWithImpl solverConfig theoryInfo rewrite = do
         "[INFO"
           <> maybe "" ("-" <>) theoryInfo
           <> "]: Number of bounded verification tasks: "
-          <> show (product inferredBound)
+          <> show (product $ fmap (\(l, u) -> u - l + 1) inferredBound)
       let ndims = allNdims $ HM.toList inferredBound
       let fst4 (a, _, _, _) = a
       traverse_
         (verifyDSLWithNDim solverConfig rewrite env >=> verifyRule . fst4)
         ndims
   where
-    allNdims :: [(RClassIdentifier, Int)] -> [HM.HashMap RClassIdentifier Int]
+    allNdims :: [(RClassIdentifier, (Int, Int))] -> [HM.HashMap RClassIdentifier Int]
     allNdims inferredBoundList =
       HM.fromList
         <$> traverse
-          ( \(rclassIdent, bound) ->
-              [(rclassIdent, i) | i <- [1 .. bound]]
+          ( \(rclassIdent, (lower, upper)) ->
+              [(rclassIdent, i) | i <- [lower .. upper]]
           )
           inferredBoundList
 
diff --git a/test/Core/TensorTest.hs b/test/Core/TensorTest.hs
index 3e3d75b..50f00f6 100644
--- a/test/Core/TensorTest.hs
+++ b/test/Core/TensorTest.hs
@@ -17,7 +17,7 @@ import Grisette
     ITEOp (symIte),
     LogicalOp ((.&&)),
     SimpleMergeable,
-    Solvable (con, isym, ssym),
+    Solvable (con, ssym),
     SymBool,
     SymEq ((.==)),
     SymInteger,

From 220cdac94de4a1f1b18d3c5474bd3117eab1c3b1 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Tue, 16 Sep 2025 07:27:00 -0500
Subject: [PATCH 15/25] Fixed a bug in rankConditions

---
 .../Internal/DSL/BoundInference.hs            | 13 +++++++----
 src/TensorRight/Internal/DSL/Verify.hs        | 22 +++++++++----------
 2 files changed, 20 insertions(+), 15 deletions(-)

diff --git a/src/TensorRight/Internal/DSL/BoundInference.hs b/src/TensorRight/Internal/DSL/BoundInference.hs
index ccbafd5..63ba9a2 100644
--- a/src/TensorRight/Internal/DSL/BoundInference.hs
+++ b/src/TensorRight/Internal/DSL/BoundInference.hs
@@ -229,12 +229,14 @@ groupAccessByTensors = groupBy (on (==) termTensor) . sortOn termTensor
 inferBound ::
   GrisetteSMTConfig ->
   VerifyTask ->
+  HS.HashSet RClassIdentifier ->
   HM.HashMap RClassIdentifier Int ->
   AbstractShape ->
   IO (HM.HashMap RClassIdentifier (Int, Int))
 inferBound
   solverConfig
   (VerifyTask _ lhs rhs pre siRelation _ _ _ _ _ _ _ _ _)
+  nonFixedRClasses
   rankConditions
   sp = do
     let preCond = pre
@@ -289,10 +291,13 @@ inferBound
           max 1 $
             kFromAllAccesses rclass
               + numHasRClassInGroup rclass (HS.toList filteredConditions)
-    let rclassesInShape = HS.toList $ unlabelled sp <> HS.fromList (HM.elems (labelled sp))
-    let baseBounds = HM.fromList $ (\rclass -> (rclass, (1, kForRClass rclass))) <$> rclassesInShape
-    let applyExact acc (r, k) = HM.insert r (k, k) acc
-    return $ foldl applyExact baseBounds (HM.toList rankConditions)
+
+    let fixedRClasses = HM.keysSet rankConditions
+    let inferredBounds =
+          HM.fromList $
+            (\rclass -> (rclass, (1, kForRClass rclass)))
+              <$> HS.toList (nonFixedRClasses `HS.difference` fixedRClasses)
+    return $ HM.union inferredBounds (HM.map (\k -> (k, k)) rankConditions)
 
 abstractShapeAccess :: AbstractShape -> Indices
 abstractShapeAccess AbstractShape {..} = do
diff --git a/src/TensorRight/Internal/DSL/Verify.hs b/src/TensorRight/Internal/DSL/Verify.hs
index 18c803a..3b6ff41 100644
--- a/src/TensorRight/Internal/DSL/Verify.hs
+++ b/src/TensorRight/Internal/DSL/Verify.hs
@@ -212,8 +212,8 @@ verifyDSLWithNDim solverConfig rewrite Env {..} ndim = do
           )
           maps
 
-  let singletonRClasses = HS.fromList [r | (r, k) <- HM.toList rankConditions, k == 1]
-  let nonSingletonRClasses = declaredRClasses `HS.difference` singletonRClasses
+  let fixedRClasses = HM.keysSet rankConditions
+  let nonFixedRClasses = declaredRClasses `HS.difference` fixedRClasses
   return
     ( VerifyTask
         solverConfig
@@ -230,8 +230,8 @@ verifyDSLWithNDim solverConfig rewrite Env {..} ndim = do
         otherSISymbols
         monitoringTensors
         monitoringSizes,
-      nonSingletonRClasses,
-      singletonRClasses,
+      nonFixedRClasses,
+      fixedRClasses,
       exprAbstractShapes HM.! exprId (lhs rewrite)
     )
 
@@ -299,22 +299,22 @@ verifyDSLWithImpl solverConfig theoryInfo rewrite = do
     Right (rewrite, env) -> do
       putStrLn $ "Verifying rule " <> T.unpack (name rewrite)
       let bound0 = baseRClassBound0 rewrite env
-      (_task, _nonSingletonRClasses, _singletonRClasses, shape) <-
+      (task, nonSingletonRClasses, _singletonRClasses, shape) <-
         verifyDSLWithNDim solverConfig rewrite env bound0
-      inferredBound <-
-        inferBound solverConfig _task (rankConditions env) shape
-      putStrLn $ "Inferred bounds: " <> show inferredBound
+      inferredBounds <-
+        inferBound solverConfig task nonSingletonRClasses (rankConditions env) shape
+      putStrLn $ "Inferred bounds: " <> show inferredBounds
       putStrLn $
         "[INFO"
           <> maybe "" ("-" <>) theoryInfo
           <> "]: Inferred bounds: "
-          <> show inferredBound
+          <> show inferredBounds
       putStrLn $
         "[INFO"
           <> maybe "" ("-" <>) theoryInfo
           <> "]: Number of bounded verification tasks: "
-          <> show (product $ fmap (\(l, u) -> u - l + 1) inferredBound)
-      let ndims = allNdims $ HM.toList inferredBound
+          <> show (product $ fmap (\(l, u) -> u - l + 1) inferredBounds)
+      let ndims = allNdims $ HM.toList inferredBounds
       let fst4 (a, _, _, _) = a
       traverse_
         (verifyDSLWithNDim solverConfig rewrite env >=> verifyRule . fst4)

From 1c8d22d6b6340aec41ebe88cb58998d006016bcc Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Wed, 1 Oct 2025 19:55:21 -0500
Subject: [PATCH 16/25] Fixed intractible verification for enlarge

---
 rules/taso/concat/Main.hs                     |  46 +------
 rules/taso/enlarge/Main.hs                    |  25 ++--
 rules/taso/matmul/Main.hs                     | 117 +++++++++++-------
 rules/taso/transpose/Main.hs                  |  16 +--
 src/TensorRight/Internal/Core/Tensor/Typed.hs |   3 +
 src/TensorRight/Internal/DSL/DSL.hs           |  65 ++++++----
 src/TensorRight/Internal/DSL/TASO.hs          |  72 ++++++++---
 7 files changed, 195 insertions(+), 149 deletions(-)

diff --git a/rules/taso/concat/Main.hs b/rules/taso/concat/Main.hs
index 7439b15..eb854e0 100644
--- a/rules/taso/concat/Main.hs
+++ b/rules/taso/concat/Main.hs
@@ -5,8 +5,8 @@ import TensorRight
 import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, relu, smul)
 import Prelude hiding (concat)
 
-desugarOneRole :: forall a. NumRule a -- Concate with only one rclass
-desugarOneRole _ = do
+desugar :: forall a. NumRule a
+desugar _ = do
   r <- newRClass "r"
   [sa, sb] <- newMaps ["sa", "sb"] r
   a <- newTensor @a "A" [r --> sa]
@@ -16,40 +16,6 @@ desugarOneRole _ = do
   rhs <- concatTensor a b d
   rewrite "concat(d, A, B) ⇒ Concatenate((A, B), d)" lhs rhs
 
-desugarMultiRole :: forall a. NumRule a -- Concatenate with multiple Rclasses
-desugarMultiRole _ = do
-  [batch, cat, spatial] <- newRClasses ["batch", "cat", "spatial"]
-  bS <- newMap "bS" batch
-  [cSa, cSb] <- newMaps ["cSa", "cSb"] cat
-  sS <- newMap "sS" spatial
-  a <- newTensor @a "A" [batch --> bS, cat --> cSa, spatial --> sS]
-  b <- newTensor @a "B" [batch --> bS, cat --> cSb, spatial --> sS]
-  let d = ByRClass cat
-  lhs <- concat d a b
-  rhs <- concatTensor a b d
-  rewrite "concat(d, A, B) ⇒ Concatenate((A, B), d)" lhs rhs
-
-desugarLabelledCopy :: forall a. NumRule a -- Concatenate with duplicate RClasses
-desugarLabelledCopy _ = do
-  r <- newRClass "r"
-  [sL, sRa, sRb] <- newMaps ["sL", "sRa", "sRb"] r
-  a <- newTensor @a "A" [r --> sL @@ "L", r --> sRa @@ "R"]
-  b <- newTensor @a "B" [r --> sL @@ "L", r --> sRb @@ "R"]
-  let d = ByLabel "R"
-  lhs <- concat d a b
-  rhs <- concatTensor a b d
-  rewrite "concat(d, A, B) ⇒ Concatenate((A, B), d)" lhs rhs
-
-desugarConcatList :: forall a. NumRule a
-desugarConcatList _ = do
-  r <- newRClass "r"
-  s <- newMap "s" r
-  xs <- traverse (\n -> newTensor @a n [r --> s]) ["X", "Y", "Z"]
-  lhs1 <- concat (ByRClass r) (xs !! 0) (xs !! 1)
-  lhs <- concat (ByRClass r) lhs1 (xs !! 2)
-  rhs <- concatTensorList xs (ByRClass r)
-  rewrite "concat(concat(X, Y), Z) ⇒ concatTensorList(X, Y, Z)" lhs rhs
-
 smulAssociativity :: forall a. NumRule a
 smulAssociativity _ = do
   let w = ("w" :: a)
@@ -116,13 +82,7 @@ geometry _ = do
 main :: IO ()
 main = do
   printTitle "######################## desugarOneRole ########################"
-  verifyNumDSL desugarOneRole
-  printTitle "######################## desugarMultiRole ######################"
-  verifyNumDSL desugarMultiRole
-  printTitle "######################## desugarLabelledCopy ###################"
-  verifyNumDSL desugarLabelledCopy
-  printTitle "######################## desugarConcatList #####################"
-  verifyNumDSL desugarConcatList
+  verifyNumDSL desugar
   printTitle "######################## smulAssociativity #####################"
   verifyNumDSL smulAssociativity
   printTitle "######################## ewaddAssociativity ####################"
diff --git a/rules/taso/enlarge/Main.hs b/rules/taso/enlarge/Main.hs
index 0947627..fe0b744 100644
--- a/rules/taso/enlarge/Main.hs
+++ b/rules/taso/enlarge/Main.hs
@@ -2,35 +2,42 @@ module Main (main) where
 
 import Grisette hiding ((-->))
 import TensorRight
-import TensorRight.Internal.DSL.TASO (enlarge)
+import TensorRight.Internal.DSL.DSL (newSingletonRClass)
+import TensorRight.Internal.DSL.TASO
 
 desugarEnlarge :: forall a. NumRule a
 desugarEnlarge _ = do
-  rclass <- newRClass "rclass"
+  rclass <- newSingletonRClass "rclass"
   [n, c, h, w] <- newMaps ["n", "c", "h", "w"] rclass
   tA <- newTensor @a "A" [rclass --> n @@ "N", rclass --> c @@ "C", rclass --> h @@ "H", rclass --> w @@ "W"]
   let kx = ssym "kx" :: SymInteger
   let ky = ssym "ky" :: SymInteger
 
-  lhs <- enlarge @a (ByLabel "H" --> h) (ByLabel "W" --> w) ky kx tA
+  -- Prepare shared low padding maps to be used by both LHS and RHS
+  hLow <- newNonNegMap "hLow" rclass
+  wLow <- newNonNegMap "wLow" rclass
+
+  lhs <- enlarge @a (ByLabel "H" --> h) (ByLabel "W" --> w) hLow wLow ky kx tA
 
   -- Building the rhs
   kH <- newConstMap "kH" ky rclass
   kW <- newConstMap "kW" kx rclass
 
+  precondition [kH] $ \[k] -> k .>= 0
+  precondition [kW] $ \[k] -> k .>= 0
+
   sH' <- combineMap "sH'" (\[a', k'] -> symIte (a' .>= k') a' k') [h, kH]
   sW' <- combineMap "sW'" (\[a', k'] -> symIte (a' .>= k') a' k') [w, kW]
 
   dH <- combineMap "dH" (\[m, a'] -> m - a') [sH', h]
   dW <- combineMap "dW" (\[m, a'] -> m - a') [sW', w]
 
-  hLow <- newNonNegMap "hLow" rclass
-  hHigh <- newNonNegMap "hHigh" rclass
-  precondition [hLow, hHigh, dH] $ \[l, hv, d] -> l + hv .== d .&& l .<= hv .&& hv .<= l + 1
+  -- Deterministic split on RHS: low = floor(d/2), high = d - low
+  precondition [hLow, dH] $ \[l, d] -> (l + l) .<= d .&& d .<= (l + l + 1)
+  hHigh <- combineMap "hHigh" (\[d, l] -> d - l) [dH, hLow]
 
-  wLow <- newNonNegMap "wLow" rclass
-  wHigh <- newNonNegMap "wHigh" rclass
-  precondition [wLow, wHigh, dW] $ \[l, hv, d] -> l + hv .== d .&& l .<= hv .&& hv .<= l + 1
+  precondition [wLow, dW] $ \[l, d] -> (l + l) .<= d .&& d .<= (l + l + 1)
+  wHigh <- combineMap "wHigh" (\[d, l] -> d - l) [dW, wLow]
 
   z <- newConstMap "zero" 0 rclass
 
diff --git a/rules/taso/matmul/Main.hs b/rules/taso/matmul/Main.hs
index f38ef0b..b253903 100644
--- a/rules/taso/matmul/Main.hs
+++ b/rules/taso/matmul/Main.hs
@@ -2,7 +2,7 @@ module Main (main) where
 
 import Grisette hiding (dot, (-->))
 import TensorRight
-import TensorRight.Internal.DSL.DSL (checkSIMap, siRelation)
+import TensorRight.Internal.DSL.DSL (checkSIMap, monitorExprOnFailure, newSingletonRClass, newSingletonRClasses, siRelation)
 import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, matmul2D, relu, smul, transpose)
 import Prelude hiding (concat)
 
@@ -10,7 +10,7 @@ import Prelude hiding (concat)
 -- ∀x, y, z. matmul(x, matmul(y, z)) = matmul(matmul(x, y), z)
 matmulAssociativity :: forall a. NumRule a
 matmulAssociativity _ = do
-  [rclassM, rclassK, rclassN, rclassP] <- newRClasses ["rclassM", "rclassK", "rclassN", "rclassP"]
+  [rclassM, rclassK, rclassN, rclassP] <- newSingletonRClasses ["rclassM", "rclassK", "rclassN", "rclassP"]
   sizeM <- newMap "sizeM" rclassM
   sizeK <- newMap "sizeK" rclassK
   sizeN <- newMap "sizeN" rclassN
@@ -19,16 +19,19 @@ matmulAssociativity _ = do
   x <- newTensor @a "x" [rclassM --> sizeM, rclassK --> sizeK]
   y <- newTensor @a "y" [rclassK --> sizeK, rclassN --> sizeN] -- Shared K and N
   z <- newTensor @a "z" [rclassN --> sizeN, rclassP --> sizeP] -- Shared N
-  (yzExpr, nL) <- matmul2D y z
-  (xyExpr, kR) <- matmul2D x y
+  nL <- newMap "contractSI" rclassN
+  nR <- newMap "contractSI" rclassN
 
-  (lhs, kL) <- matmul2D x yzExpr
-  (rhs, nR) <- matmul2D xyExpr z
+  kL <- newMap "contractSI" rclassK
+  kR <- newMap "contractSI" rclassK
 
   siRelation [kL, kR] $ \[l, r] -> l .== r
   siRelation [nL, nR] $ \[l, r] -> l .== r
   checkSIMap [kL, nL] [kR, nR]
 
+  lhs <- matmul2D x (matmul2D y z [rclassN --> nL]) [rclassK --> kL]
+  rhs <- matmul2D (matmul2D x y [rclassK --> kR]) z [rclassN --> nR]
+
   rewrite "matmul(x, matmul(y, z)) ⇒ matmul(matmul(x, y), z)" lhs rhs
 
 -- | Rule 2: Matrix multiplication is linear (scalar multiplication)
@@ -36,7 +39,7 @@ matmulAssociativity _ = do
 matmulScalarLinear :: forall a. NumRule a
 matmulScalarLinear _ = do
   let w = ("w" :: a)
-  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  [rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassM", "rclassK", "rclassN"]
   sizeM <- newMap "sizeM" rclassM
   sizeK <- newMap "sizeK" rclassK
   sizeN <- newMap "sizeN" rclassN
@@ -44,10 +47,12 @@ matmulScalarLinear _ = do
   x <- newTensor @a "x" [rclassM --> sizeM, rclassK --> sizeK]
   y <- newTensor @a "y" [rclassK --> sizeK, rclassN --> sizeN]
 
-  (xy, kL) <- matmul2D x y
+  kL <- newMap "contractSI" rclassK
+  kR <- newMap "contractSI" rclassK
+  xy <- matmul2D x y [rclassK --> kL]
   lhs <- smul xy w
   yw <- smul y w
-  (rhs, kR) <- matmul2D x yw
+  rhs <- matmul2D x yw [rclassK --> kR]
 
   siRelation [kL, kR] $ \[l, r] -> l .== r
   checkSIMap [kL] [kR]
@@ -58,7 +63,7 @@ matmulScalarLinear _ = do
 -- ∀x, y, z. matmul(x, ewadd(y, z)) = ewadd(matmul(x, y), matmul(x, z))
 matmulDistributive :: forall a. NumRule a
 matmulDistributive _ = do
-  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  [rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassM", "rclassK", "rclassN"]
   sizeM <- newMap "sizeM" rclassM
   sizeK <- newMap "sizeK" rclassK
   sizeN <- newMap "sizeN" rclassN
@@ -68,9 +73,12 @@ matmulDistributive _ = do
   z <- newTensor @a "z" [rclassK --> sizeK, rclassN --> sizeN]
 
   yz <- ewadd y z
-  (lhs, kL) <- matmul2D x yz
-  (xy, kR1) <- matmul2D x y
-  (xz, kR2) <- matmul2D x z
+  kL <- newMap "contractSI" rclassK
+  kR1 <- newMap "contractSI" rclassK
+  kR2 <- newMap "contractSI" rclassK
+  lhs <- matmul2D x yz [rclassK --> kL]
+  xy <- matmul2D x y [rclassK --> kR1]
+  xz <- matmul2D x z [rclassK --> kR2]
   rhs <- ewadd xy xz
 
   siRelation [kL, kR1] $ \[l, r] -> l .== r
@@ -83,21 +91,30 @@ matmulDistributive _ = do
 -- ∀x, y. transpose(matmul(x, y)) = matmul(transpose(y), transpose(x))
 matmulTranspose :: forall a. NumRule a
 matmulTranspose _ = do
-  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  [rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassM", "rclassK", "rclassN"]
   sizeM <- newMap "sizeM" rclassM
   sizeK <- newMap "sizeK" rclassK
   sizeN <- newMap "sizeN" rclassN
 
-  -- Label axes so transpose works via label swap instead of ByRClass swap
+  -- Labelled inputs
   x <- newTensor @a "x" [rclassM --> sizeM @@ "L", rclassK --> sizeK @@ "K"]
   y <- newTensor @a "y" [rclassK --> sizeK @@ "K", rclassN --> sizeN @@ "R"]
-  (xy, kL) <- matmul2D x y -- TODO: Pass the rclass explicitly instead of inferring
+
+  -- LHS: transpose(matmul(x, y))
+  kL <- newMap "contractSI" rclassK
+  -- xy should be [rclassM @@ "L" rclassN @@ "R"]
+  xy <- matmul2D x y [ByLabel "K" --> kL]
+  -- lhs should be [rclassM @@ "R" rclassN @@ "L"]
   lhs <- transpose xy
-  yt <- transpose y
-  xt <- transpose x
-  (rhs, kR) <- matmul2D yt xt
 
-  siRelation [kL, kR] $ \[l, r] -> l .== r
+  -- RHS: matmul(transpose(y), transpose(x))
+  yt <- transpose y -- [rclassK @@ "R", rclassN @@ "K"]
+  xt0 <- transpose x -- [rclassM @@ "K", rclassK @@ "L"]
+  xt <- relabel xt0 [ByLabel "L" --> ByLabel "R", ByLabel "K" --> ByLabel "K'"] -- [rclassM @@ "K'", rclassK @@ "R"]
+  kR <- newMap "contractSI" rclassK
+  rhs <- matmul2D yt xt [ByLabel "R" --> kR]
+
+  siRelation [kL, kR] $ \[i, j] -> i .== j
   checkSIMap [kL] [kR]
 
   rewrite "transpose(matmul(x, y)) ⇒ matmul(transpose(y), transpose(x))" lhs rhs
@@ -106,34 +123,29 @@ matmulTranspose _ = do
 -- ∀x. matmul(x, I) = x (where I is identity matrix)
 matmulIdentity :: forall a. NumRule a
 matmulIdentity _ = do
-  [rclassM, rclassN] <- newRClasses ["rclassM", "rclassN"]
+  [rclassM, rclassN] <- newSingletonRClasses ["rclassM", "rclassN"]
   sizeM <- newMap "sizeM" rclassM
   sizeN <- newMap "sizeN" rclassN
 
   x <- newTensor @a "x" [rclassM --> sizeM, rclassN --> sizeN]
-  identityRow <- iota [rclassM --> sizeM, rclassN --> sizeN] (ByRClass rclassM)
-  identityCol <- iota [rclassM --> sizeM, rclassN --> sizeN] (ByRClass rclassN)
+  identityRow <- iota [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"] (ByLabel "L")
+  identityCol <- iota [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"] (ByLabel "R")
   identityMask <- compareOp Eqv identityRow identityCol
-  ones <- constant @a 1 [rclassM --> sizeM, rclassN --> sizeN]
-  zeros <- constant @a 0 [rclassM --> sizeM, rclassN --> sizeN]
+  ones <- constant @a 1 [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"]
+  zeros <- constant @a 0 [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"]
   identityMatrix <- select identityMask ones zeros
 
-  -- Precondition: matrix must be square
-  precondition [sizeM, sizeN] $ \[m, n] -> m .== n
-
-  (lhs, _) <- matmul2D x identityMatrix
+  nL <- newMap "contractSI" rclassN
+  lhs <- matmul2D x identityMatrix [rclassN --> nL]
   let rhs = x
 
-  monitorExprOnFailure "x" x
-  monitorExprOnFailure "I" identityMatrix
-
   rewrite "matmul(x, I) ⇒ x" lhs rhs
 
 -- -- | Rule 6: Concatenation and matrix multiplication (right distributive)
 -- -- ∀x, y, z. concat(1, matmul(x, y), matmul(x, z)) = matmul(x, concat(1, y, z))
 matmulConcatRight :: forall a. NumRule a
 matmulConcatRight _ = do
-  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  [rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassM", "rclassK", "rclassN"]
   sizeM <- newMap "sizeM" rclassM
   sizeK <- newMap "sizeK" rclassK
   [sizeN1, sizeN2] <- newMaps ["sizeN1", "sizeN2"] rclassN
@@ -142,11 +154,14 @@ matmulConcatRight _ = do
   y <- newTensor @a "y" [rclassK --> sizeK, rclassN --> sizeN1]
   z <- newTensor @a "z" [rclassK --> sizeK, rclassN --> sizeN2]
 
-  (xy, kL1) <- matmul2D x y
-  (xz, kL2) <- matmul2D x z
+  kL1 <- newMap "contractSI" rclassK
+  kL2 <- newMap "contractSI" rclassK
+  xy <- matmul2D x y [rclassK --> kL1]
+  xz <- matmul2D x z [rclassK --> kL2]
   lhs <- concat (ByRClass rclassN) xy xz
   yz <- concat (ByRClass rclassN) y z
-  (rhs, kR) <- matmul2D x yz
+  kR <- newMap "contractSI" rclassK
+  rhs <- matmul2D x yz [rclassK --> kR]
 
   siRelation [kL1, kR] $ \[l, r] -> l .== r
   siRelation [kL2, kR] $ \[l, r] -> l .== r
@@ -158,7 +173,7 @@ matmulConcatRight _ = do
 -- ∀x, y, z, w. matmul(concat(1, x, z), concat(0, y, w)) = ewadd(matmul(x, y), matmul(z, w))
 matmulConcatMixed :: forall a. NumRule a
 matmulConcatMixed _ = do
-  [rclassM, rclassK, rclassN] <- newRClasses ["rclassM", "rclassK", "rclassN"]
+  [rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassM", "rclassK", "rclassN"]
   [sizeM1, sizeM2] <- newMaps ["sizeM1", "sizeM2"] rclassM
   [sizeK1, sizeK2] <- newMaps ["sizeK1", "sizeK2"] rclassK
   sizeN <- newMap "sizeN" rclassN
@@ -174,9 +189,12 @@ matmulConcatMixed _ = do
 
   xz <- concat (ByRClass rclassM) x z
   yw <- concat (ByRClass rclassK) y w
-  (lhs, kL) <- matmul2D xz yw
-  (xy, kR1) <- matmul2D x y
-  (zw, kR2) <- matmul2D z w
+  kL <- newMap "contractSI" rclassK
+  kR1 <- newMap "contractSI" rclassK
+  kR2 <- newMap "contractSI" rclassK
+  lhs <- matmul2D xz yw [rclassK --> kL]
+  xy <- matmul2D x y [rclassK --> kR1]
+  zw <- matmul2D z w [rclassK --> kR2]
   rhs <- ewadd xy zw
 
   siRelation [kL, kR1] $ \[l, r] -> l .== r
@@ -187,20 +205,23 @@ matmulConcatMixed _ = do
 
 main :: IO ()
 main = do
-  printTitle "#################### matmulAssociativity ####################"
-  verifyNumDSL matmulAssociativity
-  printTitle "#################### matmulScalarLinear #####################"
-  verifyNumDSL matmulScalarLinear
-  printTitle "#################### matmulDistributive #####################"
-  verifyNumDSL matmulDistributive
+  -- printTitle "#################### matmulAssociativity ####################"
+  -- verifyNumDSL matmulAssociativity
+
+  -- printTitle "#################### matmulScalarLinear #####################"
+  -- verifyNumDSL matmulScalarLinear
 
--- printTitle "###################### matmulTranspose ######################"
--- verifyNumDSL matmulTranspose
+  -- printTitle "#################### matmulDistributive #####################"
+  -- verifyNumDSL matmulDistributive
+
+  printTitle "###################### matmulTranspose ######################"
+  verifyNumDSL matmulTranspose
 
 -- printTitle "###################### matmulIdentity #######################"
 -- verifyNumDSL matmulIdentity
 
 -- printTitle "#################### matmulConcatRight ######################"
 -- verifyNumDSL matmulConcatRight
+
 -- printTitle "##################### matmulConcatMixed #####################"
 -- verifyNumDSL matmulConcatMixed
diff --git a/rules/taso/transpose/Main.hs b/rules/taso/transpose/Main.hs
index 12c910b..4e3aba8 100644
--- a/rules/taso/transpose/Main.hs
+++ b/rules/taso/transpose/Main.hs
@@ -2,7 +2,7 @@ module Main (main) where
 
 import Grisette hiding ((-->))
 import TensorRight
-import TensorRight.Internal.DSL.DSL (twoRefsOf)
+import TensorRight.Internal.DSL.DSL (newSingletonRClass, twoRefsOf)
 import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, relu, smul, transpose)
 import Prelude hiding (concat)
 
@@ -10,7 +10,7 @@ import Prelude hiding (concat)
 -- Desugaring for general TASO transpose
 desugarTranspose :: forall a. AnyDTypeRule a
 desugarTranspose _ = do
-  rclass <- newRClass "rclass"
+  rclass <- newSingletonRClass "rclass"
   s1 <- newMap "s1" rclass
   s2 <- newMap "s2" rclass
   tA <- newTensor @a "A" [rclass --> s1 @@ "L", rclass --> s2 @@ "R"]
@@ -21,7 +21,7 @@ desugarTranspose _ = do
 
 inverse :: forall a. AnyDTypeRule a
 inverse _ = do
-  rclass <- newRClass "rclass"
+  rclass <- newSingletonRClass "rclass"
   s1 <- newMap "s1" rclass
   s2 <- newMap "s2" rclass
   tA <- newTensor @a "A" [rclass --> s1 @@ "L", rclass --> s2 @@ "R"]
@@ -31,7 +31,7 @@ inverse _ = do
 -- transpose(ewadd(x, y)) = ewadd(transpose(x), transpose(y))
 transposeEwadd :: forall a. NumRule a
 transposeEwadd _ = do
-  r <- newRClass "r"
+  r <- newSingletonRClass "r"
   sL <- newMap "sL" r
   sR <- newMap "sR" r
   x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
@@ -43,7 +43,7 @@ transposeEwadd _ = do
 -- transpose(ewmul(x, y)) = ewmul(transpose(x), transpose(y))
 transposeEwmul :: forall a. NumRule a
 transposeEwmul _ = do
-  r <- newRClass "r"
+  r <- newSingletonRClass "r"
   sL <- newMap "sL" r
   sR <- newMap "sR" r
   x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
@@ -55,7 +55,7 @@ transposeEwmul _ = do
 -- transpose(smul(x, w)) = smul(transpose(x), w)
 transposeSmul :: forall a. NumRule a
 transposeSmul _ = do
-  r <- newRClass "r"
+  r <- newSingletonRClass "r"
   sL <- newMap "sL" r
   sR <- newMap "sR" r
   x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
@@ -67,7 +67,7 @@ transposeSmul _ = do
 -- transpose(relu(x)) = relu(transpose(x))
 transposeRelu :: forall a. NumRule a
 transposeRelu _ = do
-  r <- newRClass "r"
+  r <- newSingletonRClass "r"
   sL <- newMap "sL" r
   sR <- newMap "sR" r
   x <- newTensor @a "x" [r --> sL @@ "L", r --> sR @@ "R"]
@@ -79,7 +79,7 @@ transposeRelu _ = do
 transposeConcat :: forall a. AnyDTypeRule a
 transposeConcat _ = do
   -- Use same rclass with two labels for 2D
-  r <- newRClass "r"
+  r <- newSingletonRClass "r"
   sLx <- newMap "sLx" r
   sRx <- newMap "sRx" r
   sLy <- newMap "sLy" r
diff --git a/src/TensorRight/Internal/Core/Tensor/Typed.hs b/src/TensorRight/Internal/Core/Tensor/Typed.hs
index 97ec95f..fcd02c1 100644
--- a/src/TensorRight/Internal/Core/Tensor/Typed.hs
+++ b/src/TensorRight/Internal/Core/Tensor/Typed.hs
@@ -71,6 +71,7 @@ import qualified Data.HashMap.Lazy as HM
 import qualified Data.HashSet as HS
 import Data.Hashable (Hashable (hashWithSalt))
 import Data.Tuple (swap)
+import Debug.Trace
 import GHC.Generics (Generic)
 import Grisette
   ( Apply (apply),
@@ -263,6 +264,8 @@ indicesNonNegative dims =
 indicesInRange ::
   (MonadError Error m, MonadUnion m) => Sizes -> Indices -> m ()
 indicesInRange dims indices = do
+  traceM $ "Axes" ++ show (allAxes dims)
+  traceM $ "Indices" ++ show (allAxes indices)
   assert "Axes does not match." $ allAxes dims == allAxes indices
   let assertInRange axis =
         assert
diff --git a/src/TensorRight/Internal/DSL/DSL.hs b/src/TensorRight/Internal/DSL/DSL.hs
index 063924f..b7a82ef 100644
--- a/src/TensorRight/Internal/DSL/DSL.hs
+++ b/src/TensorRight/Internal/DSL/DSL.hs
@@ -62,6 +62,7 @@ module TensorRight.Internal.DSL.DSL
     convBase,
     conv,
     newSingletonRClass,
+    newSingletonRClasses,
     monitorExprOnFailure,
     monitorMapOnFailure,
     clamp,
@@ -99,6 +100,7 @@ import qualified Data.HashMap.Lazy as HM
 import qualified Data.HashSet as HS
 import Data.String (IsString)
 import qualified Data.Text as T
+import Debug.Trace (traceM)
 import Grisette
   ( Mergeable,
     SymBool,
@@ -412,8 +414,19 @@ rankPrecondition rclass k = do
   put $ env {rankConditions = HM.insert rclass k (rankConditions env)}
 
 -- | Mark an existing RClass as singleton (exact rank 1).
-newSingletonRClass :: RClassIdentifier -> DSLContext ()
-newSingletonRClass r = rankPrecondition r 1
+markSingleton :: RClassIdentifier -> DSLContext ()
+markSingleton r = rankPrecondition r 1
+
+-- | Create a new singleton RClass
+newSingletonRClass :: T.Text -> DSLContext RClassIdentifier
+newSingletonRClass label = do
+  rclass <- newRClass label
+  markSingleton rclass
+  return rclass
+
+-- | Create singleton RClasses
+newSingletonRClasses :: [T.Text] -> DSLContext [RClassIdentifier]
+newSingletonRClasses = traverse newSingletonRClass
 
 -- | Add an SI relation to rewriting rule.
 -- It is similar to 'precondition', but it is used to specify the SI relations.
@@ -696,7 +709,7 @@ iota shapeDesc d = do
     validTensorShape shape
     let abstractShape = toAbstractShape shape
     rclass <- getRClassByRClassRef abstractShape d
-    newSingletonRClass rclass
+    markSingleton rclass
     return (abstractShape, IntType)
 
 -- | The named arguments to the 'slice' operation.
@@ -1119,7 +1132,7 @@ concatTensor lhs' rhs' d = do
     assert "lhs and rhs must have the same rclasses" $ shapeLhs == shapeRhs
     assert "lhs and rhs must have the same type" $ tyLhs == tyRhs
     rclass <- getRClassByRClassRef shapeLhs d
-    newSingletonRClass rclass
+    markSingleton rclass
     return (shapeLhs, tyLhs)
 
 -- | Concatenate a list of tensors.
@@ -1139,7 +1152,7 @@ concatTensorList exprs' d = do
     assert "All tensors in concatList must have the same RClasses" $ all (== head shapes) shapes
     assert "All tensors in concatList must have the same type" $ all (== head tys) tys
     rclass <- getRClassByRClassRef (head shapes) d
-    newSingletonRClass rclass
+    markSingleton rclass
     return (head shapes, head tys)
 
 -- | Relabel operation.
@@ -1208,6 +1221,14 @@ dot lhs rhs contractingSIMapsDesc batchRClasses = do
     let dotAllRefs = HM.keysSet contractingSIMaps <> HS.fromList batchRClasses
     let lhsAllRefs = abstractShapeAllRefs shapeLhs
     let rhsAllRefs = abstractShapeAllRefs shapeRhs
+
+    traceM $ "batchRClasses" ++ show batchRClasses
+    traceM $ "contractingSIMaps" ++ show contractingSIMaps
+    traceM $ "lhsRefs" ++ show lhsAllRefs
+    traceM $ "rhsRefs" ++ show rhsAllRefs
+    traceM $ "dotAllRefs" ++ show dotAllRefs
+    traceM $ "intersection" ++ show (HS.intersection lhsAllRefs rhsAllRefs)
+
     assert
       ( "Contraction + batch rclasses must be exactly the interaction of lhs and "
           <> "rhs rclasses"
@@ -1530,19 +1551,15 @@ matmul2DHelper ::
   lhs ->
   -- | The right-hand side tensor (shape [K, N])
   rhs ->
-  DSLContext (Expr, MapIdentifier)
-matmul2DHelper lhs' rhs' = do
+  -- | The contracting SI maps.
+  [ParamDesc] ->
+  DSLContext Expr
+matmul2DHelper lhs' rhs' contract = do
   lhs <- liftInContext lhs'
   rhs <- liftInContext rhs'
-  shapeLhs <- shapeOf lhs
-  shapeRhs <- shapeOf rhs
-  let shared = HS.toList $ abstractShapeAllRefs shapeLhs `HS.intersection` abstractShapeAllRefs shapeRhs
-  assert "matmul2D: tensors must share exactly one rclass" $ length shared == 1
-  let [kRef] = shared
-  kRClass <- getRClassByRClassRef shapeLhs kRef
-  kSI <- newMap "contract" kRClass
-  expr <- dot lhs rhs [kRef --> kSI] []
-  return (expr, kSI)
+  (_, _) <- twoRefsOf lhs
+  (_, _) <- twoRefsOf rhs
+  dot lhs rhs contract []
 
 matmul3DHelper ::
   (ExprInContext lhs, ExprInContext rhs) =>
@@ -1550,20 +1567,18 @@ matmul3DHelper ::
   lhs ->
   -- | The right-hand side tensor (shape [B, K, N])
   rhs ->
+  -- | The contracting SI maps.
+  [ParamDesc] ->
+  -- | The batch rclasses.
+  [RClassRef] ->
   DSLContext Expr
-matmul3DHelper lhs' rhs' = do
+matmul3DHelper lhs' rhs' contract batch = do
   lhs <- liftInContext lhs'
   rhs <- liftInContext rhs'
   -- Get the three axes from each tensor
-  (lhsBatch, _, lhsK) <- threeRefsOf lhs -- B, M, K
+  (_, _, _) <- threeRefsOf lhs -- B, M, K
   (_, _, _) <- threeRefsOf rhs -- B, K, N
-  -- Create contracting SI map for the shared K dimension
-  shapeLhs <- shapeOf lhs
-  rclassK <- getRClassByRClassRef shapeLhs lhsK
-  contractSI <- newMap "contractSI" rclassK
-  -- Contract on K dimension, batch on B dimension
-  -- lhsBatch should match rhsBatch, lhsK should match rhsK
-  dot lhs rhs [lhsK --> contractSI] [lhsBatch]
+  dot lhs rhs contract batch
 
 -- | Helper function for transpose2D.
 transpose2D :: (ExprInContext e) => e -> DSLContext Expr
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index 421d905..26cfb49 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -38,14 +38,13 @@ import TensorRight.Internal.DSL.DSL
     combineMap,
     matmul2DHelper,
     newConstMap,
-    newNonNegMap,
     numBinOp,
     numBinScalarOp,
     pad,
     precondition,
     transpose2D,
   )
-import TensorRight.Internal.DSL.Expr (getRClassByMap)
+import TensorRight.Internal.DSL.Expr (checkMapHasRClass, getRClassByMap)
 import TensorRight.Internal.DSL.Identifier (MapIdentifier)
 import TensorRight.Internal.DSL.Parameters (ParamDesc (..))
 import TensorRight.Internal.DSL.Syntax (ArrowSyntax ((-->)))
@@ -110,7 +109,8 @@ transpose ::
   DSLContext Expr
 transpose = transpose2D
 
--- | TASO's enlarge operator
+-- TASO's enlarge operator!
+-- Split policy: low = floor(d/2), high = d - low, where d = max(s, k) - s per axis.
 enlarge ::
   forall a e.
   (ExprInContext e, ValidNum a) =>
@@ -118,6 +118,10 @@ enlarge ::
   ParamDesc ->
   -- | Size descriptor for W axis: provides the axis ref and the existing size map of A along W.
   ParamDesc ->
+  -- | Pre-allocated low padding map for H.
+  MapIdentifier ->
+  -- | Pre-allocated low padding map for W.
+  MapIdentifier ->
   -- | Target size ky for H (abstract scalar).
   SymInteger ->
   -- | Target size kx for W (abstract scalar).
@@ -125,28 +129,32 @@ enlarge ::
   -- | The tensor to enlarge.
   e ->
   DSLContext Expr
-enlarge (ParamDesc hRef sH) (ParamDesc wRef sW) ky kx e = do
-  -- Promote scalars kx, ky to constant maps on the corresponding rclasses
+enlarge (ParamDesc hRef sH) (ParamDesc wRef sW) hLow wLow ky kx e = do
   rH <- getRClassByMap sH
   rW <- getRClassByMap sW
+  -- Ensure provided low maps match rclasses
+  checkMapHasRClass rH hLow
+  checkMapHasRClass rW wLow
+
+  -- Promote scalars
   kH <- newConstMap "kH" ky rH
   kW <- newConstMap "kW" kx rW
+  precondition [kH] $ \[k] -> k .>= 0
+  precondition [kW] $ \[k] -> k .>= 0
 
   -- Target sizes via max
   sH' <- combineMap "sH'" (\[a, k] -> symIte (a .>= k) a k) [sH, kH]
   sW' <- combineMap "sW'" (\[a, k] -> symIte (a .>= k) a k) [sW, kW]
 
-  -- Differences to pad
+  -- Differences
   dH <- combineMap "dH" (\[m, a] -> m - a) [sH', sH]
   dW <- combineMap "dW" (\[m, a] -> m - a) [sW', sW]
 
-  -- Odd-difference split: low = floor(d/2), high = ceil(d/2)
-  hLow <- newNonNegMap "hLow" rH
-  hHigh <- newNonNegMap "hHigh" rH
-  precondition [hLow, hHigh, dH] $ \[l, h, d] -> l + h .== d .&& l .<= h .&& h .<= l + 1 -- Make precondition to ensure left over padding on top
-  wLow <- newNonNegMap "wLow" rW
-  wHigh <- newNonNegMap "wHigh" rW
-  precondition [wLow, wHigh, dW] $ \[l, h, d] -> l + h .== d .&& l .<= h .&& h .<= l + 1
+  -- Determine splits and construct high end based on them
+  precondition [hLow, dH] $ \[l, d] -> (l + l) .<= d .&& d .<= (l + l + 1)
+  precondition [wLow, dW] $ \[l, d] -> (l + l) .<= d .&& d .<= (l + l + 1)
+  hHigh <- combineMap "hHigh" (\[d, l] -> d - l) [dH, hLow]
+  wHigh <- combineMap "wHigh" (\[d, l] -> d - l) [dW, wLow]
 
   -- Zero interior paddings
   zH <- newConstMap "zeroH" 0 rH
@@ -155,7 +163,7 @@ enlarge (ParamDesc hRef sH) (ParamDesc wRef sW) ky kx e = do
   pad e (0 :: a) $
     Padding
       { low = [hRef --> hLow, wRef --> wLow],
-        interior = [hRef --> zH, wRef --> zW], -- No internal padding
+        interior = [hRef --> zH, wRef --> zW],
         high = [hRef --> hHigh, wRef --> wHigh]
       }
 
@@ -166,5 +174,37 @@ matmul2D ::
   lhs ->
   -- | The right-hand side tensor (shape [K, N])
   rhs ->
-  DSLContext (Expr, MapIdentifier)
-matmul2D = matmul2DHelper
\ No newline at end of file
+  -- | The contracting SI maps.
+  [ParamDesc] ->
+  DSLContext Expr
+matmul2D = matmul2DHelper
+
+-- -- | TASO's 2D matrix multiplication operator
+-- tasoConv ::
+--   (ExprInContext input, ExprInContext weights, ValidNum a) =>
+--   -- | The input tensor.
+--   input ->
+--   -- | The weights (kernel) tensor.
+--   weights ->
+--   a ->
+--   ConvRes a
+
+-- -- | TASO's split0 operator
+-- split0 ::
+--   (ExprInContext e) =>
+--   -- | The aggregated-axis to split on.
+--   RClassRef ->
+--   -- | The tensor to split.
+--   e ->
+--   DSLContext Expr
+-- split0 = undefined
+
+-- -- | TASO's split0 operator
+-- split1 ::
+--   (ExprInContext e) =>
+--   -- | The aggregated-axis to split on.
+--   RClassRef ->
+--   -- | The tensor to split.
+--   e ->
+--   DSLContext Expr
+-- split1 = undefined
\ No newline at end of file

From fe1ebcaf62d7346a551990ae735907346984486c Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Wed, 1 Oct 2025 22:02:03 -0500
Subject: [PATCH 17/25] added ewadd identity matrix rule

---
 rules/taso/ewmul/Main.hs                      | 18 ++++++++++-
 rules/taso/matmul/Main.hs                     | 31 ++++++++++++-------
 src/TensorRight/Internal/Core/Tensor/Typed.hs |  3 --
 3 files changed, 36 insertions(+), 16 deletions(-)

diff --git a/rules/taso/ewmul/Main.hs b/rules/taso/ewmul/Main.hs
index 81ae18b..9d6458f 100644
--- a/rules/taso/ewmul/Main.hs
+++ b/rules/taso/ewmul/Main.hs
@@ -2,6 +2,7 @@ module Main (main) where
 
 import Grisette hiding ((-->))
 import TensorRight
+import TensorRight.Internal.DSL.DSL (newRClass)
 import TensorRight.Internal.DSL.TASO (ewadd, ewmul)
 
 rule01 :: forall a. NumRule a -- Verify desugaring
@@ -46,6 +47,19 @@ rule04 _ = do
   rhs <- ewadd (ewmul x z) (ewmul y z)
   rewrite "ewmul(ewadd(x, y), z) ⇒ ewadd(ewmul(x, z), ewmul(y, z))" lhs rhs
 
+rule05 :: forall a. NumRule a -- Verify identity
+rule05 _ = do
+  rclassN <- newRClass "rclassN"
+  sizeN <- newMap "sizeN" rclassN
+
+  x <- newTensor @a "x" [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"]
+  ones <- constant @a 1 [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"]
+
+  lhs <- ewmul x ones
+  let rhs = x
+
+  rewrite "ewmul(x, I) ⇒ x" lhs rhs
+
 main :: IO ()
 main = do
   printTitle "############################## rule01 ##############################"
@@ -55,4 +69,6 @@ main = do
   printTitle "############################## rule03 ##############################"
   verifyNumDSL rule03
   printTitle "############################## rule04 ##############################"
-  verifyNumDSL rule04
\ No newline at end of file
+  verifyNumDSL rule04
+  printTitle "############################## rule05 ##############################"
+  verifyNumDSL rule05
\ No newline at end of file
diff --git a/rules/taso/matmul/Main.hs b/rules/taso/matmul/Main.hs
index b253903..51f82a2 100644
--- a/rules/taso/matmul/Main.hs
+++ b/rules/taso/matmul/Main.hs
@@ -1,5 +1,6 @@
 module Main (main) where
 
+import Debug.Trace
 import Grisette hiding (dot, (-->))
 import TensorRight
 import TensorRight.Internal.DSL.DSL (checkSIMap, monitorExprOnFailure, newSingletonRClass, newSingletonRClasses, siRelation)
@@ -112,7 +113,9 @@ matmulTranspose _ = do
   xt0 <- transpose x -- [rclassM @@ "K", rclassK @@ "L"]
   xt <- relabel xt0 [ByLabel "L" --> ByLabel "R", ByLabel "K" --> ByLabel "K'"] -- [rclassM @@ "K'", rclassK @@ "R"]
   kR <- newMap "contractSI" rclassK
-  rhs <- matmul2D yt xt [ByLabel "R" --> kR]
+  rhs0 <- matmul2D yt xt [ByLabel "R" --> kR] -- [rclassN @@ "K", rclassM @@ "K'"]
+  -- rhs should now also be [rclassM @@ "R" rclassN @@ "L"]
+  rhs <- relabel rhs0 [ByLabel "K'" --> ByLabel "R", ByLabel "K" --> ByLabel "L"]
 
   siRelation [kL, kR] $ \[i, j] -> i .== j
   checkSIMap [kL] [kR]
@@ -127,7 +130,7 @@ matmulIdentity _ = do
   sizeM <- newMap "sizeM" rclassM
   sizeN <- newMap "sizeN" rclassN
 
-  x <- newTensor @a "x" [rclassM --> sizeM, rclassN --> sizeN]
+  x <- newTensor @a "x" [rclassM --> sizeM, rclassN --> sizeN @@ "L"]
   identityRow <- iota [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"] (ByLabel "L")
   identityCol <- iota [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"] (ByLabel "R")
   identityMask <- compareOp Eqv identityRow identityCol
@@ -136,8 +139,12 @@ matmulIdentity _ = do
   identityMatrix <- select identityMask ones zeros
 
   nL <- newMap "contractSI" rclassN
-  lhs <- matmul2D x identityMatrix [rclassN --> nL]
-  let rhs = x
+  -- lhs should be [rclassM, rclassN @@ "R"]
+  lhs <- matmul2D x identityMatrix [ByLabel "L" --> nL]
+  rhs <- relabel x [ByLabel "L" --> ByLabel "R"]
+
+  siRelation [sizeN] $ \[i, j] -> i .== j
+  checkSIMap [sizeN] [nL]
 
   rewrite "matmul(x, I) ⇒ x" lhs rhs
 
@@ -214,14 +221,14 @@ main = do
   -- printTitle "#################### matmulDistributive #####################"
   -- verifyNumDSL matmulDistributive
 
-  printTitle "###################### matmulTranspose ######################"
-  verifyNumDSL matmulTranspose
+  -- printTitle "###################### matmulTranspose ######################"
+  -- verifyNumDSL matmulTranspose
 
--- printTitle "###################### matmulIdentity #######################"
--- verifyNumDSL matmulIdentity
+  -- printTitle "###################### matmulIdentity #######################"
+  -- verifyNumDSL matmulIdentity
 
--- printTitle "#################### matmulConcatRight ######################"
--- verifyNumDSL matmulConcatRight
+  -- printTitle "#################### matmulConcatRight ######################"
+  -- verifyNumDSL matmulConcatRight
 
--- printTitle "##################### matmulConcatMixed #####################"
--- verifyNumDSL matmulConcatMixed
+  printTitle "##################### matmulConcatMixed #####################"
+  verifyNumDSL matmulConcatMixed
diff --git a/src/TensorRight/Internal/Core/Tensor/Typed.hs b/src/TensorRight/Internal/Core/Tensor/Typed.hs
index fcd02c1..97ec95f 100644
--- a/src/TensorRight/Internal/Core/Tensor/Typed.hs
+++ b/src/TensorRight/Internal/Core/Tensor/Typed.hs
@@ -71,7 +71,6 @@ import qualified Data.HashMap.Lazy as HM
 import qualified Data.HashSet as HS
 import Data.Hashable (Hashable (hashWithSalt))
 import Data.Tuple (swap)
-import Debug.Trace
 import GHC.Generics (Generic)
 import Grisette
   ( Apply (apply),
@@ -264,8 +263,6 @@ indicesNonNegative dims =
 indicesInRange ::
   (MonadError Error m, MonadUnion m) => Sizes -> Indices -> m ()
 indicesInRange dims indices = do
-  traceM $ "Axes" ++ show (allAxes dims)
-  traceM $ "Indices" ++ show (allAxes indices)
   assert "Axes does not match." $ allAxes dims == allAxes indices
   let assertInRange axis =
         assert

From d0baf855670f112d02579969b7858f71e149c1c5 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Wed, 8 Oct 2025 12:39:26 -0500
Subject: [PATCH 18/25] finished split

---
 hie.yaml                                |  19 +++
 package.yaml                            |  16 +-
 rules/taso/{matmul => matmul2D}/Main.hs |  54 ++-----
 rules/taso/matmul3D/Main.hs             | 186 ++++++++++++++++++++++++
 rules/taso/split/Main.hs                |  48 ++++++
 rules/xla/dot/Main.hs                   |   1 -
 src/TensorRight/Internal/DSL/DSL.hs     |   9 +-
 src/TensorRight/Internal/DSL/TASO.hs    |  92 +++++++++---
 tensor-right.cabal                      |  64 +++++++-
 9 files changed, 410 insertions(+), 79 deletions(-)
 rename rules/taso/{matmul => matmul2D}/Main.hs (79%)
 create mode 100644 rules/taso/matmul3D/Main.hs
 create mode 100644 rules/taso/split/Main.hs

diff --git a/hie.yaml b/hie.yaml
index 3cceaf5..6ce109c 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -51,6 +51,19 @@ cradle:
     - path: "./rules/taso/transpose/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-transpose"
 
+    - path: "./rules/taso/matmul2D/Main.hs"
+      component: "tensor-right:exe:rules-taso-matmul2D"
+
+    - path: "./rules/taso/matmul2D/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-matmul2D"
+
+    - path: "./rules/taso/matmul3D/Main.hs"
+      component: "tensor-right:exe:rules-taso-matmul3D"
+
+    - path: "./rules/taso/matmul3D/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-matmul3D"
+
+
     - path: "./rules/xla/add/Main.hs"
       component: "tensor-right:exe:rules-xla-add"
 
@@ -189,5 +202,11 @@ cradle:
     - path: "./rules/xla/sub/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-sub"
 
+    - path: "./rules/xla/split/Main.hs"
+      component: "tensor-right:exe:rules-xla-split"
+
+    - path: "./rules/xla/split/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-xla-split"
+
     - path: "./test"
       component: "tensor-right:test:spec"
diff --git a/package.yaml b/package.yaml
index 300f03c..a15a436 100644
--- a/package.yaml
+++ b/package.yaml
@@ -232,8 +232,20 @@ executables:
     dependencies: tensor-right
     ghc-options: *exe-ghc-options
     default-extensions: *exe-extensions
-  rules-taso-matmul:
-    source-dirs: rules/taso/matmul
+  rules-taso-matmul2D:
+    source-dirs: rules/taso/matmul2D
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
+  rules-taso-matmul3D:
+    source-dirs: rules/taso/matmul3D
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
+  rules-taso-split:
+    source-dirs: rules/taso/split
     main: Main.hs
     dependencies: tensor-right
     ghc-options: *exe-ghc-options
diff --git a/rules/taso/matmul/Main.hs b/rules/taso/matmul2D/Main.hs
similarity index 79%
rename from rules/taso/matmul/Main.hs
rename to rules/taso/matmul2D/Main.hs
index 51f82a2..9f55fc3 100644
--- a/rules/taso/matmul/Main.hs
+++ b/rules/taso/matmul2D/Main.hs
@@ -1,6 +1,5 @@
 module Main (main) where
 
-import Debug.Trace
 import Grisette hiding (dot, (-->))
 import TensorRight
 import TensorRight.Internal.DSL.DSL (checkSIMap, monitorExprOnFailure, newSingletonRClass, newSingletonRClasses, siRelation)
@@ -122,32 +121,6 @@ matmulTranspose _ = do
 
   rewrite "transpose(matmul(x, y)) ⇒ matmul(transpose(y), transpose(x))" lhs rhs
 
--- | Rule 5: Identity matrix property
--- ∀x. matmul(x, I) = x (where I is identity matrix)
-matmulIdentity :: forall a. NumRule a
-matmulIdentity _ = do
-  [rclassM, rclassN] <- newSingletonRClasses ["rclassM", "rclassN"]
-  sizeM <- newMap "sizeM" rclassM
-  sizeN <- newMap "sizeN" rclassN
-
-  x <- newTensor @a "x" [rclassM --> sizeM, rclassN --> sizeN @@ "L"]
-  identityRow <- iota [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"] (ByLabel "L")
-  identityCol <- iota [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"] (ByLabel "R")
-  identityMask <- compareOp Eqv identityRow identityCol
-  ones <- constant @a 1 [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"]
-  zeros <- constant @a 0 [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"]
-  identityMatrix <- select identityMask ones zeros
-
-  nL <- newMap "contractSI" rclassN
-  -- lhs should be [rclassM, rclassN @@ "R"]
-  lhs <- matmul2D x identityMatrix [ByLabel "L" --> nL]
-  rhs <- relabel x [ByLabel "L" --> ByLabel "R"]
-
-  siRelation [sizeN] $ \[i, j] -> i .== j
-  checkSIMap [sizeN] [nL]
-
-  rewrite "matmul(x, I) ⇒ x" lhs rhs
-
 -- -- | Rule 6: Concatenation and matrix multiplication (right distributive)
 -- -- ∀x, y, z. concat(1, matmul(x, y), matmul(x, z)) = matmul(x, concat(1, y, z))
 matmulConcatRight :: forall a. NumRule a
@@ -212,23 +185,20 @@ matmulConcatMixed _ = do
 
 main :: IO ()
 main = do
-  -- printTitle "#################### matmulAssociativity ####################"
-  -- verifyNumDSL matmulAssociativity
-
-  -- printTitle "#################### matmulScalarLinear #####################"
-  -- verifyNumDSL matmulScalarLinear
+  printTitle "#################### matmulAssociativity ####################"
+  verifyNumDSL matmulAssociativity
 
-  -- printTitle "#################### matmulDistributive #####################"
-  -- verifyNumDSL matmulDistributive
+  printTitle "#################### matmulScalarLinear #####################"
+  verifyNumDSL matmulScalarLinear
 
-  -- printTitle "###################### matmulTranspose ######################"
-  -- verifyNumDSL matmulTranspose
+  printTitle "#################### matmulDistributive #####################"
+  verifyNumDSL matmulDistributive
 
-  -- printTitle "###################### matmulIdentity #######################"
-  -- verifyNumDSL matmulIdentity
+  printTitle "###################### matmulTranspose ######################"
+  verifyNumDSL matmulTranspose
 
-  -- printTitle "#################### matmulConcatRight ######################"
-  -- verifyNumDSL matmulConcatRight
+  printTitle "#################### matmulConcatRight ######################"
+  verifyNumDSL matmulConcatRight
 
-  printTitle "##################### matmulConcatMixed #####################"
-  verifyNumDSL matmulConcatMixed
+-- printTitle "##################### matmulConcatMixed #####################"
+-- verifyNumDSL matmulConcatMixed
diff --git a/rules/taso/matmul3D/Main.hs b/rules/taso/matmul3D/Main.hs
new file mode 100644
index 0000000..ace03f2
--- /dev/null
+++ b/rules/taso/matmul3D/Main.hs
@@ -0,0 +1,186 @@
+module Main (main) where
+
+import Grisette hiding (dot, (-->))
+import TensorRight
+import TensorRight.Internal.DSL.DSL (checkSIMap, monitorExprOnFailure, newSingletonRClass, newSingletonRClasses, siRelation)
+import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, matmul3D, relu, smul, transpose)
+import Prelude hiding (concat)
+
+-- | Rule 1: Matrix multiplication associativity (batched)
+-- ∀x, y, z. matmul3D(x, matmul3D(y, z)) = matmul3D(matmul3D(x, y), z)
+matmulAssociativity :: forall a. NumRule a
+matmulAssociativity _ = do
+  [rclassB, rclassM, rclassK, rclassN, rclassP] <- newSingletonRClasses ["rclassB", "rclassM", "rclassK", "rclassN", "rclassP"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeK <- newMap "sizeK" rclassK
+  sizeN <- newMap "sizeN" rclassN
+  sizeP <- newMap "sizeP" rclassP
+  [sizeB1, sizeB2, sizeB3] <- newMaps ["sizeB1", "sizeB2", "sizeB3"] rclassB
+
+  -- x:[B,M,K], y:[B,K,N], z:[B,N,P]
+  x <- newTensor @a "x" [rclassB --> sizeB1, rclassM --> sizeM, rclassK --> sizeK]
+  y <- newTensor @a "y" [rclassB --> sizeB2, rclassK --> sizeK, rclassN --> sizeN]
+  z <- newTensor @a "z" [rclassB --> sizeB3, rclassN --> sizeN, rclassP --> sizeP]
+
+  -- independent contraction maps for K and N
+  kL <- newMap "kL" rclassK
+  kR <- newMap "kR" rclassK
+  nL <- newMap "nL" rclassN
+  nR <- newMap "nR" rclassN
+
+  siRelation [kL, kR] $ \[l, r] -> l .== r
+  siRelation [nL, nR] $ \[l, r] -> l .== r
+  checkSIMap [kL, nL] [kR, nR]
+
+  -- LHS: x · (y · z), inner contracts N
+  yz <- matmul3D y z [rclassN --> nL] [ByRClass rclassB]
+  lhs <- matmul3D x yz [rclassK --> kL] [ByRClass rclassB]
+
+  -- RHS: (x · y) · z, inner contracts K
+  xy <- matmul3D x y [rclassK --> kR] [ByRClass rclassB]
+  rhs <- matmul3D xy z [rclassN --> nR] [ByRClass rclassB]
+
+  rewrite "matmul3D associativity" lhs rhs
+
+-- | Rule 2: Scalar linearity (batched)
+-- ∀x, y, w. smul(matmul3D(x, y), w) = matmul3D(x, smul(y, w))
+matmulScalarLinear :: forall a. NumRule a
+matmulScalarLinear _ = do
+  let w = ("w" :: a)
+  [rclassB, rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassB", "rclassM", "rclassK", "rclassN"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeK <- newMap "sizeK" rclassK
+  sizeN <- newMap "sizeN" rclassN
+  [sizeB1, sizeB2] <- newMaps ["sizeB1", "sizeB2"] rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB1, rclassM --> sizeM, rclassK --> sizeK]
+  y <- newTensor @a "y" [rclassB --> sizeB2, rclassK --> sizeK, rclassN --> sizeN]
+
+  kL <- newMap "kL" rclassK
+  kR <- newMap "kR" rclassK
+
+  xy <- matmul3D x y [rclassK --> kL] [ByRClass rclassB]
+  lhs <- smul xy w
+  yw <- smul y w
+  rhs <- matmul3D x yw [rclassK --> kR] [ByRClass rclassB]
+
+  siRelation [kL, kR] $ \[l, r] -> l .== r
+  checkSIMap [kL] [kR]
+
+  rewrite "smul distributes over matmul3D (right)" lhs rhs
+
+-- | Rule 3: Distributivity over addition (batched)
+matmulDistributive :: forall a. NumRule a
+matmulDistributive _ = do
+  [rclassB, rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassB", "rclassM", "rclassK", "rclassN"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeK <- newMap "sizeK" rclassK
+  sizeN <- newMap "sizeN" rclassN
+  [sizeB1, sizeB2, sizeB3] <- newMaps ["sizeB1", "sizeB2", "sizeB3"] rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB1, rclassM --> sizeM, rclassK --> sizeK]
+  y <- newTensor @a "y" [rclassB --> sizeB2, rclassK --> sizeK, rclassN --> sizeN]
+  z <- newTensor @a "z" [rclassB --> sizeB3, rclassK --> sizeK, rclassN --> sizeN]
+
+  yz <- ewadd y z
+  kL <- newMap "kL" rclassK
+  kR1 <- newMap "kR1" rclassK
+  kR2 <- newMap "kR2" rclassK
+
+  lhs <- matmul3D x yz [rclassK --> kL] [ByRClass rclassB]
+  xy <- matmul3D x y [rclassK --> kR1] [ByRClass rclassB]
+  xz <- matmul3D x z [rclassK --> kR2] [ByRClass rclassB]
+  rhs <- ewadd xy xz
+
+  siRelation [kL, kR1] $ \[l, r] -> l .== r
+  siRelation [kL, kR2] $ \[l, r] -> l .== r
+  checkSIMap [kL] [kR1, kR2]
+
+  rewrite "matmul3D distributes over ewadd" lhs rhs
+
+-- | Rule 6: Right concatenation (batched)
+matmulConcatRight :: forall a. NumRule a
+matmulConcatRight _ = do
+  [rclassB, rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassB", "rclassM", "rclassK", "rclassN"]
+  sizeM <- newMap "sizeM" rclassM
+  sizeK <- newMap "sizeK" rclassK
+  [sizeN1, sizeN2] <- newMaps ["sizeN1", "sizeN2"] rclassN
+  [sizeB1, sizeB2, sizeB3] <- newMaps ["sizeB1", "sizeB2", "sizeB3"] rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB1, rclassM --> sizeM, rclassK --> sizeK]
+  y <- newTensor @a "y" [rclassB --> sizeB2, rclassK --> sizeK, rclassN --> sizeN1]
+  z <- newTensor @a "z" [rclassB --> sizeB3, rclassK --> sizeK, rclassN --> sizeN2]
+
+  kL1 <- newMap "kL1" rclassK
+  kL2 <- newMap "kL2" rclassK
+  xy <- matmul3D x y [rclassK --> kL1] [ByRClass rclassB]
+  xz <- matmul3D x z [rclassK --> kL2] [ByRClass rclassB]
+  lhs <- concat (ByRClass rclassN) xy xz
+
+  yz <- concat (ByRClass rclassN) y z
+  kR <- newMap "kR" rclassK
+  rhs <- matmul3D x yz [rclassK --> kR] [ByRClass rclassB]
+
+  siRelation [kL1, kR] $ \[l, r] -> l .== r
+  siRelation [kL2, kR] $ \[l, r] -> l .== r
+  checkSIMap [kL1, kL2] [kR]
+
+  rewrite "concat along N moves through matmul3D(x, ·)" lhs rhs
+
+-- -- | Rule 7: Concatenation and matrix multiplication (mixed)
+-- -- ∀x, y, z, w. matmul(concat(1, x, z), concat(0, y, w)) = ewadd(matmul(x, y), matmul(z, w))
+
+-- -- | Rule 7: Mixed concatenation (batched)
+-- matmulConcatMixed :: forall a. NumRule a
+-- matmulConcatMixed _ = do
+--   [rclassB, rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassB", "rclassM", "rclassK", "rclassN"]
+--   sizeM <- newMap "sizeM" rclassM
+--   [sizeK1, sizeK2] <- newMaps ["sizeK1", "sizeK2"] rclassK
+--   sizeN <- newMap "sizeN" rclassN
+--   [sizeB1, sizeB2, sizeB3, sizeB4] <- newMaps ["sizeB1", "sizeB2", "sizeB3", "sizeB4"] rclassB
+
+--   x <- newTensor @a "x" [rclassB --> sizeB1, rclassM --> sizeM, rclassK --> sizeK1]
+--   y <- newTensor @a "y" [rclassB --> sizeB2, rclassK --> sizeK1, rclassN --> sizeN]
+--   z <- newTensor @a "z" [rclassB --> sizeB3, rclassM --> sizeM, rclassK --> sizeK2]
+--   w <- newTensor @a "w" [rclassB --> sizeB4, rclassK --> sizeK2, rclassN --> sizeN]
+
+--   -- M and N must match across pairs; K is split into K1 and K2 (no equality needed)
+--   siRelation [sizeM] $ \[_] -> true
+--   siRelation [sizeN] $ \[_] -> true
+--   -- All batch sizes must match so that B is a proper batch axis
+--   precondition [sizeB1, sizeB2] $ \[b1, b2] -> b1 .== b2
+--   precondition [sizeB1, sizeB3] $ \[b1, b3] -> b1 .== b3
+--   precondition [sizeB1, sizeB4] $ \[b1, b4] -> b1 .== b4
+
+--   xk <- concat (ByRClass rclassK) x z
+--   yk <- concat (ByRClass rclassK) y w
+
+--   kL <- newMap "kL" rclassK
+--   lhs <- matmul3D xk yk [rclassK --> kL] [ByRClass rclassB]
+--   -- Use the SAME SI map on RHS terms so each RHS SI has a corresponding LHS SI
+--   xy <- matmul3D x y [rclassK --> kL] [ByRClass rclassB]
+--   zw <- matmul3D z w [rclassK --> kL] [ByRClass rclassB]
+
+--   rhs <- ewadd xy zw
+
+--   -- Register only LHS SI map to satisfy verifier subset condition
+--   checkSIMap [kL] []
+
+--   rewrite "matmul3D(concat_K x z, concat_K y w) ⇒ matmul3D(x,y) + matmul3D(z,w)" lhs rhs
+
+main :: IO ()
+main = do
+  printTitle "#################### matmulAssociativity ####################"
+  verifyNumDSL matmulAssociativity
+
+  printTitle "#################### matmulScalarLinear #####################"
+  verifyNumDSL matmulScalarLinear
+
+  printTitle "#################### matmulDistributive #####################"
+  verifyNumDSL matmulDistributive
+
+  printTitle "#################### matmulConcatRight ######################"
+  verifyNumDSL matmulConcatRight
+
+-- printTitle "##################### matmulConcatMixed #####################"
+-- verifyNumDSL matmulConcatMixed
diff --git a/rules/taso/split/Main.hs b/rules/taso/split/Main.hs
new file mode 100644
index 0000000..ec70b42
--- /dev/null
+++ b/rules/taso/split/Main.hs
@@ -0,0 +1,48 @@
+module Main (main) where
+
+import Grisette hiding (dot, (-->))
+import TensorRight
+import TensorRight.Internal.DSL.DSL (checkSIMap, monitorExprOnFailure, newRClasses, siRelation)
+import TensorRight.Internal.DSL.TASO (concat, split0, split1)
+import Prelude hiding (concat)
+
+rule_split0 :: forall a. NumRule a -- Verify desugaring
+rule_split0 _ = do
+  [rclassM, rclassN] <- newRClasses ["rclassM", "rclassN"]
+  sizeM1 <- newMap "sizeM1" rclassM
+  sizeM2 <- newMap "sizeM2" rclassM
+
+  sizeN <- newMap "sizeN" rclassN
+
+  x <- newTensor @a "x" [rclassM --> sizeM1, rclassN --> sizeN]
+  y <- newTensor @a "y" [rclassM --> sizeM2, rclassN --> sizeN]
+
+  let concatAxis = ByRClass rclassN
+  lhs <- split0 concatAxis $ concat concatAxis x y
+  let rhs = x
+
+  rewrite "split_0(a, concat(a, x, y)) ⇒ x" lhs rhs
+
+rule_split1 :: forall a. NumRule a -- Verify desugaring
+rule_split1 _ = do
+  [rclassM, rclassN] <- newRClasses ["rclassM", "rclassN"]
+  sizeM1 <- newMap "sizeM1" rclassM
+  sizeM2 <- newMap "sizeM2" rclassM
+
+  sizeN <- newMap "sizeN" rclassN
+
+  x <- newTensor @a "x" [rclassM --> sizeM1, rclassN --> sizeN]
+  y <- newTensor @a "y" [rclassM --> sizeM2, rclassN --> sizeN]
+
+  let concatAxis = ByRClass rclassN
+  lhs <- split1 concatAxis $ concat concatAxis x y
+  let rhs = y
+
+  rewrite "split_1(a, concat(a, x, y)) ⇒ y" lhs rhs
+
+main :: IO ()
+main = do
+  printTitle "#################### split0 ####################"
+  verifyNumDSL rule_split0
+  printTitle "#################### split1 ####################"
+  verifyNumDSL rule_split1
\ No newline at end of file
diff --git a/rules/xla/dot/Main.hs b/rules/xla/dot/Main.hs
index 17f494f..3e2e00c 100644
--- a/rules/xla/dot/Main.hs
+++ b/rules/xla/dot/Main.hs
@@ -1,6 +1,5 @@
 module Main (main) where
 
-import Debug.Trace (traceShow)
 import Grisette hiding (dot, (-->))
 import TensorRight
 
diff --git a/src/TensorRight/Internal/DSL/DSL.hs b/src/TensorRight/Internal/DSL/DSL.hs
index b7a82ef..ee7f2a5 100644
--- a/src/TensorRight/Internal/DSL/DSL.hs
+++ b/src/TensorRight/Internal/DSL/DSL.hs
@@ -90,6 +90,7 @@ module TensorRight.Internal.DSL.DSL
     reshapeDegenerate,
     numTensorAssumption,
     ExprInContext,
+    liftInContext,
   )
 where
 
@@ -100,7 +101,6 @@ import qualified Data.HashMap.Lazy as HM
 import qualified Data.HashSet as HS
 import Data.String (IsString)
 import qualified Data.Text as T
-import Debug.Trace (traceM)
 import Grisette
   ( Mergeable,
     SymBool,
@@ -1222,13 +1222,6 @@ dot lhs rhs contractingSIMapsDesc batchRClasses = do
     let lhsAllRefs = abstractShapeAllRefs shapeLhs
     let rhsAllRefs = abstractShapeAllRefs shapeRhs
 
-    traceM $ "batchRClasses" ++ show batchRClasses
-    traceM $ "contractingSIMaps" ++ show contractingSIMaps
-    traceM $ "lhsRefs" ++ show lhsAllRefs
-    traceM $ "rhsRefs" ++ show rhsAllRefs
-    traceM $ "dotAllRefs" ++ show dotAllRefs
-    traceM $ "intersection" ++ show (HS.intersection lhsAllRefs rhsAllRefs)
-
     assert
       ( "Contraction + batch rclasses must be exactly the interaction of lhs and "
           <> "rhs rclasses"
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index 26cfb49..61f335d 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -18,17 +18,23 @@ module TensorRight.Internal.DSL.TASO
     smul,
     relu,
     concat,
+    split0,
+    split1,
     transpose,
     enlarge,
     matmul2D,
+    matmul3D,
   )
 where
 
+import Control.Monad.Except (MonadError (throwError))
 import Grisette (SymInteger, symIte, (.&&), (.<=), (.==), (.>=))
 import TensorRight (NumBinOp (Add, Mul), ToElem, concatTensor, posInf)
 import TensorRight.Internal.Core.Tensor (ToDType)
 import TensorRight.Internal.DSL.DSL
-  ( DSLContext,
+  ( ConvConfig,
+    ConvPadding,
+    DSLContext,
     Expr,
     ExprInContext,
     Padding (..),
@@ -36,7 +42,10 @@ import TensorRight.Internal.DSL.DSL
     ValidNum,
     clampScalar,
     combineMap,
+    conv,
+    liftInContext,
     matmul2DHelper,
+    matmul3DHelper,
     newConstMap,
     numBinOp,
     numBinScalarOp,
@@ -44,12 +53,17 @@ import TensorRight.Internal.DSL.DSL
     precondition,
     transpose2D,
   )
-import TensorRight.Internal.DSL.Expr (checkMapHasRClass, getRClassByMap)
+import TensorRight.Internal.DSL.Expr (Expr, UExpr, checkMapHasRClass, getRClassByMap)
+import qualified TensorRight.Internal.DSL.Expr as E
 import TensorRight.Internal.DSL.Identifier (MapIdentifier)
 import TensorRight.Internal.DSL.Parameters (ParamDesc (..))
 import TensorRight.Internal.DSL.Syntax (ArrowSyntax ((-->)))
 import Prelude hiding (concat)
 
+data Activation = Relu | None
+
+data PaddingMode = Same | Valid
+
 -- | TASO's ewadd operator. The lhs and rhs must have the same shape and the type must be either 'IntType' or 'RealType'.
 ewadd ::
   (ExprInContext lhs, ExprInContext rhs) =>
@@ -179,32 +193,62 @@ matmul2D ::
   DSLContext Expr
 matmul2D = matmul2DHelper
 
+-- | TASO's 2D matrix multiplication operator
+matmul3D ::
+  (ExprInContext lhs, ExprInContext rhs) =>
+  -- | The left-hand side tensor (shape [M, K])
+  lhs ->
+  -- | The right-hand side tensor (shape [K, N])
+  rhs ->
+  -- | The contracting SI maps.
+  [ParamDesc] ->
+  -- | Batch RClasses
+  [RClassRef] ->
+  DSLContext Expr
+matmul3D = matmul3DHelper
+
 -- -- | TASO's 2D matrix multiplication operator
 -- tasoConv ::
 --   (ExprInContext input, ExprInContext weights, ValidNum a) =>
---   -- | The input tensor.
+--   ConvConfig ->
+--   -- | Convolution padding config
+--   PaddingMode ->
+--   -- | Choice of activation function
+--   Activation ->
+--   -- | Input tensor
 --   input ->
 --   -- | The weights (kernel) tensor.
 --   weights ->
---   a ->
---   ConvRes a
-
--- -- | TASO's split0 operator
--- split0 ::
---   (ExprInContext e) =>
---   -- | The aggregated-axis to split on.
---   RClassRef ->
---   -- | The tensor to split.
---   e ->
---   DSLContext Expr
--- split0 = undefined
-
--- -- | TASO's split0 operator
--- split1 ::
---   (ExprInContext e) =>
---   -- | The aggregated-axis to split on.
---   RClassRef ->
---   -- | The tensor to split.
---   e ->
 --   DSLContext Expr
--- split1 = undefined
\ No newline at end of file
+-- tasoConv convConfig padConfig act input weights = do
+--   -- Construct padding config based on inputs
+--   let out_expr = conv input weights padConfig
+--   case act of
+--     Relu -> relu out_expr
+--     _ -> out_expr
+
+-- | TASO's split0 operator
+split0 ::
+  (ExprInContext e) =>
+  RClassRef ->
+  e ->
+  DSLContext Expr
+split0 axis e' = do
+  e <- liftInContext e'
+  case e of
+    E.Concat _ l _ d | d == axis -> return l
+    E.Concat {} -> throwError "split0: expected Concat on the given axis"
+    _ -> throwError "split0: input is not a Concat"
+
+-- | TASO's split1 operator
+split1 ::
+  (ExprInContext e) =>
+  RClassRef ->
+  e ->
+  DSLContext Expr
+split1 axis e' = do
+  e <- liftInContext e'
+  case e of
+    E.Concat _ _ r d | d == axis -> return r
+    E.Concat {} -> throwError "split1: expected Concat on the given axis"
+    _ -> throwError "split1: input is not a Concat"
\ No newline at end of file
diff --git a/tensor-right.cabal b/tensor-right.cabal
index 65499e3..1f44dce 100644
--- a/tensor-right.cabal
+++ b/tensor-right.cabal
@@ -205,12 +205,42 @@ executable rules-taso-ewmul
     unordered-containers
   default-language: Haskell2010
 
-executable rules-taso-matmul
+executable rules-taso-matmul2D
   main-is: Main.hs
   other-modules:
     Paths_tensor_right
   hs-source-dirs:
-    rules/taso/matmul
+    rules/taso/matmul2D
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
+executable rules-taso-matmul3D
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/matmul3D
   default-extensions:
     DuplicateRecordFields
     OverloadedStrings
@@ -295,6 +325,36 @@ executable rules-taso-smul
     unordered-containers
   default-language: Haskell2010
 
+executable rules-taso-split
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/split
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
 executable rules-taso-transpose
   main-is: Main.hs
   other-modules:

From 95103006a293a7ac59c36d743fd0a453fc74ecb7 Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Sat, 18 Oct 2025 23:15:10 -0500
Subject: [PATCH 19/25] Finished convolution operator

---
 hie.yaml                                      |   6 +
 package.yaml                                  |   6 +
 rules/taso/conv/Main.hs                       | 696 ++++++++++++++++++
 rules/taso/ewadd/Main.hs                      |  26 +-
 rules/taso/ewmul/Main.hs                      |  44 +-
 rules/taso/matmul2D/Main.hs                   |  62 +-
 rules/taso/matmul3D/Main.hs                   |  93 +--
 rules/taso/relu/Main.hs                       |   8 +-
 rules/taso/smul/Main.hs                       |  32 +-
 rules/taso/split/Main.hs                      |  16 +-
 src/TensorRight/Internal/Core/Tensor/Typed.hs |   7 +-
 src/TensorRight/Internal/Core/Verify.hs       |  12 +-
 src/TensorRight/Internal/DSL/Eval.hs          |   2 +-
 src/TensorRight/Internal/DSL/TASO.hs          | 206 +++++-
 tensor-right.cabal                            |  30 +
 15 files changed, 1073 insertions(+), 173 deletions(-)
 create mode 100644 rules/taso/conv/Main.hs

diff --git a/hie.yaml b/hie.yaml
index 6ce109c..8683628 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -63,6 +63,12 @@ cradle:
     - path: "./rules/taso/matmul3D/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-matmul3D"
 
+    - path: "./rules/taso/conv/Main.hs"
+      component: "tensor-right:exe:rules-taso-conv"
+
+    - path: "./rules/taso/conv/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-conv"
+
 
     - path: "./rules/xla/add/Main.hs"
       component: "tensor-right:exe:rules-xla-add"
diff --git a/package.yaml b/package.yaml
index a15a436..fd426fc 100644
--- a/package.yaml
+++ b/package.yaml
@@ -250,6 +250,12 @@ executables:
     dependencies: tensor-right
     ghc-options: *exe-ghc-options
     default-extensions: *exe-extensions
+  rules-taso-conv:
+    source-dirs: rules/taso/conv
+    main: Main.hs
+    dependencies: tensor-right
+    ghc-options: *exe-ghc-options
+    default-extensions: *exe-extensions
   # Other Executables
   rules-debug:
     source-dirs: rules/debug
diff --git a/rules/taso/conv/Main.hs b/rules/taso/conv/Main.hs
new file mode 100644
index 0000000..b74ee46
--- /dev/null
+++ b/rules/taso/conv/Main.hs
@@ -0,0 +1,696 @@
+module Main (main) where
+
+import Data.Proxy
+import Grisette hiding (dot, (-->))
+import TensorRight
+import TensorRight.Internal.DSL.DSL (ConvConfig (..), ConvPadding (..), Padding (..), checkSIMap, combineMap, monitorExprOnFailure, newConstMap, newNonNegMap, newSingletonRClass, newSingletonRClasses, pad, precondition, siRelation)
+import TensorRight.Internal.DSL.Identifier (MapIdentifier, RClassIdentifier)
+import TensorRight.Internal.DSL.TASO (Activation (..), PaddingMode (..), concat, enlarge, ewadd, ewmul, matmul3D, relu, smul, tasoConv)
+import Prelude hiding (concat)
+
+-- Helper to create standard 2D conv config (explicit H and W)
+mkConvConfig ::
+  RClassIdentifier -> -- B
+  RClassIdentifier -> -- C (input feature)
+  RClassIdentifier -> -- F (output feature)
+  RClassIdentifier -> -- H
+  RClassIdentifier -> -- W
+  MapIdentifier -> -- strideH
+  MapIdentifier -> -- strideW
+  MapIdentifier -> -- siC
+  MapIdentifier -> -- siH
+  MapIdentifier -> -- siW
+  ConvConfig
+mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW =
+  ConvConfig
+    { batchRClasses = [ByRClass rclassB],
+      featureRClasses = [ByRClass rclassC],
+      outputFeatureRClasses = [ByRClass rclassF],
+      strides = [ByRClass rclassH --> stridesH, ByRClass rclassW --> stridesW],
+      contractingSIMaps = [ByRClass rclassC --> siC, ByRClass rclassH --> siH, ByRClass rclassW --> siW]
+    }
+
+-- | Rule 1: Convolution bilinearity - scalar multiplication swaps between input and kernel
+convBilinearScalarSwapSame :: forall a. NumRule a
+convBilinearScalarSwapSame _ = do
+  let w = ("w" :: a)
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  xw <- smul x w
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  lhs <- tasoConv @a config Same None inputSizes kernelSizes xw y
+
+  yw <- smul y w
+  rhs <- tasoConv @a config Same None inputSizes kernelSizes x yw
+
+  rewrite "∀s, p, c, x, y, w. conv(s, p, c, smul(x, w), y) = conv(s, p, c, x, smul(y, w))" lhs rhs
+
+-- | Rule 1: Convolution bilinearity - scalar multiplication swaps between input and kernel
+convBilinearScalarSwapValid :: forall a. NumRule a
+convBilinearScalarSwapValid _ = do
+  let w = ("w" :: a)
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  xw <- smul x w
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  lhs <- tasoConv @a config Valid None inputSizes kernelSizes xw y
+
+  yw <- smul y w
+  rhs <- tasoConv @a config Valid None inputSizes kernelSizes x yw
+
+  rewrite "∀s, p, c, x, y, w. conv(s, p, c, smul(x, w), y) = conv(s, p, c, x, smul(y, w))" lhs rhs
+
+-- | Rule 2: Convolution bilinearity - scalar multiplication on output
+convBilinearScalarOutputSame :: forall a. NumRule a
+convBilinearScalarOutputSame _ = do
+  let w = ("w" :: a)
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  convXY <- tasoConv @a config Same None inputSizes kernelSizes x y
+  lhs <- smul convXY w
+
+  xw <- smul x w
+  rhs <- tasoConv @a config Same None inputSizes kernelSizes xw y
+
+  rewrite "∀s, p, x, y, w. smul(conv(s, p, Anone, x, y), w) = conv(s, p, Anone, smul(x, w), y)" lhs rhs
+
+-- | Rule 2: Convolution bilinearity - scalar multiplication on output
+convBilinearScalarOutputValid :: forall a. NumRule a
+convBilinearScalarOutputValid _ = do
+  let w = ("w" :: a)
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  convXY <- tasoConv @a config Valid None inputSizes kernelSizes x y
+  lhs <- smul convXY w
+
+  xw <- smul x w
+  rhs <- tasoConv @a config Valid None inputSizes kernelSizes xw y
+
+  rewrite "∀s, p, x, y, w. smul(conv(s, p, Anone, x, y), w) = conv(s, p, Anone, smul(x, w), y)" lhs rhs
+
+-- | Rule 3: Convolution bilinearity - addition on kernel
+convBilinearKernelAddSame :: forall a. NumRule a
+convBilinearKernelAddSame _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+  z <- newTensor @a "z" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  yz <- ewadd y z
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  lhs <- tasoConv @a config Same None inputSizes kernelSizes x yz
+
+  convXY <- tasoConv @a config Same None inputSizes kernelSizes x y
+  convXZ <- tasoConv @a config Same None inputSizes kernelSizes x z
+  rhs <- ewadd convXY convXZ
+
+  rewrite "∀s, p, x, y, z. conv(s, p, Anone, x, ewadd(y, z)) = ewadd(conv(s, p, Anone, x, y), conv(s, p, Anone, x, z))" lhs rhs
+
+-- | Rule 3: Convolution bilinearity - addition on kernel
+convBilinearKernelAddValid :: forall a. NumRule a
+convBilinearKernelAddValid _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+  z <- newTensor @a "z" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  yz <- ewadd y z
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  lhs <- tasoConv @a config Valid None inputSizes kernelSizes x yz
+
+  convXY <- tasoConv @a config Valid None inputSizes kernelSizes x y
+  convXZ <- tasoConv @a config Valid None inputSizes kernelSizes x z
+  rhs <- ewadd convXY convXZ
+
+  rewrite "∀s, p, x, y, z. conv(s, p, Anone, x, ewadd(y, z)) = ewadd(conv(s, p, Anone, x, y), conv(s, p, Anone, x, z))" lhs rhs
+
+-- | Rule 4: Convolution bilinearity - addition on input
+convBilinearInputAddSame :: forall a. NumRule a
+convBilinearInputAddSame _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  [sizeB1, sizeB2] <- newMaps ["sizeB1", "sizeB2"] rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB1, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassB --> sizeB2, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  z <- newTensor @a "z" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  xy <- ewadd x y
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  lhs <- tasoConv @a config Same None inputSizes kernelSizes xy z
+
+  convXZ <- tasoConv @a config Same None inputSizes kernelSizes x z
+  convYZ <- tasoConv @a config Same None inputSizes kernelSizes y z
+  rhs <- ewadd convXZ convYZ
+
+  rewrite "∀s, p, x, y, z. conv(s, p, Anone, ewadd(x, y), z) = ewadd(conv(s, p, Anone, x, z), conv(s, p, Anone, y, z))" lhs rhs
+
+-- | Rule 4: Convolution bilinearity - addition on input
+convBilinearInputAddValid :: forall a. NumRule a
+convBilinearInputAddValid _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  [sizeB1, sizeB2] <- newMaps ["sizeB1", "sizeB2"] rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB1, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassB --> sizeB2, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  z <- newTensor @a "z" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  xy <- ewadd x y
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  lhs <- tasoConv @a config Valid None inputSizes kernelSizes xy z
+
+  convXZ <- tasoConv @a config Valid None inputSizes kernelSizes x z
+  convYZ <- tasoConv @a config Valid None inputSizes kernelSizes y z
+  rhs <- ewadd convXZ convYZ
+
+  rewrite "∀s, p, x, y, z. conv(s, p, Anone, ewadd(x, y), z) = ewadd(conv(s, p, Anone, x, z), conv(s, p, Anone, y, z))" lhs rhs
+
+-- | Rule 5: Convolution with SAME padding and kernel enlarge (2D)
+convSameEnlarge :: forall a. NumRule a
+convSameEnlarge _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config =
+        ConvConfig
+          { batchRClasses = [ByRClass rclassB],
+            featureRClasses = [ByRClass rclassC],
+            outputFeatureRClasses = [ByRClass rclassF],
+            strides = [ByRClass rclassH --> stridesH, ByRClass rclassW --> stridesW],
+            contractingSIMaps = [ByRClass rclassC --> siC, ByRClass rclassH --> siH, ByRClass rclassW --> siW]
+          }
+
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  lhs <- tasoConv @a config Same None inputSizes kernelSizes x y
+
+  -- Enlarge kernel along H and W using built-in 2D enlarge
+  hLow <- newNonNegMap "hLow" rclassH
+  wLow <- newNonNegMap "wLow" rclassW
+  let kHy = ssym "kHy" :: SymInteger
+  let kWx = ssym "kWx" :: SymInteger
+  yEnlarged <- enlarge @a (ByRClass rclassH --> kernelH) (ByRClass rclassW --> kernelW) hLow wLow kHy kWx y
+
+  -- Compute enlarged kernel size maps (max with kHy/kWx) for SAME conv sizes
+  kHMap <- newConstMap "kHMap" kHy rclassH
+  kWMap <- newConstMap "kWMap" kWx rclassW
+  precondition [kHMap] $ \[k] -> k .>= 0
+  precondition [kWMap] $ \[k] -> k .>= 0
+  kernelH' <- combineMap "kernelH'" (\[s, k] -> symIte (s .>= k) s k) [kernelH, kHMap]
+  kernelW' <- combineMap "kernelW'" (\[s, k] -> symIte (s .>= k) s k) [kernelW, kWMap]
+  let kernelSizesRHS = [ByRClass rclassH --> kernelH', ByRClass rclassW --> kernelW']
+  rhs <- tasoConv @a config Same None inputSizes kernelSizesRHS x yEnlarged
+
+  rewrite "conv(SAME, x, y) = conv(SAME, x, enlargeKernel2D(y))" lhs rhs
+
+-- convIdentitySame :: forall a. NumRule a
+-- convIdentitySame _ = do
+--   -- RClasses: batch, channel/feature (shared!), spatial H/W
+--   [rclassB, rclassCF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassCF", "rclassH", "rclassW"]
+
+--   -- Size maps
+--   sizeB <- newMap "sizeB" rclassB
+--   sizeCF <- newMap "sizeCF" rclassCF -- ONE map for both input C and output F
+--   inputH <- newMap "inputH" rclassH
+--   inputW <- newMap "inputW" rclassW
+--   kernelH <- newMap "kernelH" rclassH
+--   kernelW <- newMap "kernelW" rclassW
+
+--   -- Input tensor [B, CF, H, W]
+--   x <- newTensor @a "x" [rclassB --> sizeB, rclassCF --> sizeCF, rclassH --> inputH, rclassW --> inputW]
+
+--   -- Strides and SI maps
+--   stridesH <- newMap "stridesH" rclassH
+--   stridesW <- newMap "stridesW" rclassW
+--   siCF <- newMap "siCF" rclassCF -- ONE SI map for channel/feature
+--   siH <- newMap "siH" rclassH
+--   siW <- newMap "siW" rclassW
+
+--   let config =
+--         ConvConfig
+--           { batchRClasses = [ByRClass rclassB],
+--             featureRClasses = [ByRClass rclassCF], -- Same RClass for input/output!
+--             outputFeatureRClasses = [ByRClass rclassCF], -- Same RClass for input/output!
+--             strides = [ByRClass rclassH --> stridesH, ByRClass rclassW --> stridesW],
+--             contractingSIMaps = [ByRClass rclassCF --> siCF, ByRClass rclassH --> siH, ByRClass rclassW --> siW]
+--           }
+
+--   -- SAME padding + stride=1 preconditions
+--   precondition [stridesH] $ \[s] -> s .== 1
+--   precondition [stridesW] $ \[s] -> s .== 1
+
+--   -- Odd kernel sizes via centers: k = 2*c + 1
+--   let cH = ssym "centerH" :: SymInteger
+--   let cW = ssym "centerW" :: SymInteger
+--   precondition [kernelH] $ \[k] -> k .== (2 * cH + 1)
+--   precondition [kernelW] $ \[k] -> k .== (2 * cW + 1)
+
+--   -- Build explicit identity kernel: 1 when (CF_out==CF_in && H==cH && W==cW), else 0
+--   -- Since kernel has rclassCF twice, we MUST use labels to disambiguate
+--   let kShape = [rclassCF --> sizeCF @@ "CFout", rclassCF --> sizeCF @@ "CFin", rclassH --> kernelH, rclassW --> kernelW]
+--   iCF_out <- iota kShape (ByLabel "CFout") -- Output feature index
+--   iCF_in <- iota kShape (ByLabel "CFin") -- Input feature index
+--   iH <- iota kShape (ByRClass rclassH)
+--   iW <- iota kShape (ByRClass rclassW)
+
+--   cHTensor <- constant @TensorInt (nonInf cH) kShape
+--   cWTensor <- constant @TensorInt (nonInf cW) kShape
+
+--   condCF <- compareOp Eqv iCF_out iCF_in -- Diagonal: channel i maps to channel i
+--   condH <- compareOp Eqv iH cHTensor
+--   condW <- compareOp Eqv iW cWTensor
+--   condHW <- boolBinOp And condH condW
+--   condAll <- boolBinOp And condCF condHW
+
+--   one <- constant @a 1 kShape
+--   zero <- constant @a 0 kShape
+--   idKernel <- select condAll one zero
+
+--   let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+--   let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+
+--   lhs <- tasoConv @a config Same None inputSizes kernelSizes x idKernel
+--   let rhs = x -- No transformation needed! Shapes already match: [B, CF, H, W]
+--   rewrite "∀x. conv(SAME, stride=1; identity-kernel) = x" lhs rhs
+
+-- | Rule 6: Convolution with ReLU activation
+convReluActivation :: forall a. NumRule a
+convReluActivation _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  lhs <- tasoConv @a config Valid Relu inputSizes kernelSizes x y
+
+  convXY <- tasoConv @a config Valid None inputSizes kernelSizes x y
+  rhs <- relu @a convXY
+
+  rewrite "∀s, p, x, y. conv(s, p, Arelu, x, y) = relu(conv(s, p, Anone, x, y))" lhs rhs
+
+-- | Rule 7: Concatenation along batch dimension distributes over conv
+convConcatInputBatchSame :: forall a. NumRule a
+convConcatInputBatchSame _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  [sizeB1, sizeB2] <- newMaps ["sizeB1", "sizeB2"] rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB1, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassB --> sizeB2, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  z <- newTensor @a "z" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  convXZ <- tasoConv @a config Same None inputSizes kernelSizes x z
+  convYZ <- tasoConv @a config Same None inputSizes kernelSizes y z
+  lhs <- concat (ByRClass rclassB) convXZ convYZ
+
+  xy <- concat (ByRClass rclassB) x y
+  rhs <- tasoConv @a config Same None inputSizes kernelSizes xy z
+
+  rewrite "∀s, p, c, x, y, z. concat(0, conv(s, p, c, x, z), conv(s, p, c, y, z)) = conv(s, p, c, concat(0, x, y), z)" lhs rhs
+
+-- | Rule 7: Concatenation along batch dimension distributes over conv
+convConcatInputBatchValid :: forall a. NumRule a
+convConcatInputBatchValid _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  sizeF <- newMap "sizeF" rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  [sizeB1, sizeB2] <- newMaps ["sizeB1", "sizeB2"] rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB1, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassB --> sizeB2, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  z <- newTensor @a "z" [rclassF --> sizeF, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  convXZ <- tasoConv @a config Valid None inputSizes kernelSizes x z
+  convYZ <- tasoConv @a config Valid None inputSizes kernelSizes y z
+  lhs <- concat (ByRClass rclassB) convXZ convYZ
+
+  xy <- concat (ByRClass rclassB) x y
+  rhs <- tasoConv @a config Valid None inputSizes kernelSizes xy z
+
+  rewrite "∀s, p, c, x, y, z. concat(0, conv(s, p, c, x, z), conv(s, p, c, y, z)) = conv(s, p, c, concat(0, x, y), z)" lhs rhs
+
+-- | Rule 8: Concatenation along output feature dimension distributes over conv
+convConcatKernelSame :: forall a. NumRule a
+convConcatKernelSame _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  [sizeF1, sizeF2] <- newMaps ["sizeF1", "sizeF2"] rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF1, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+  z <- newTensor @a "z" [rclassF --> sizeF2, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  convXY <- tasoConv @a config Same None inputSizes kernelSizes x y
+  convXZ <- tasoConv @a config Same None inputSizes kernelSizes x z
+  lhs <- concat (ByRClass rclassF) convXY convXZ
+
+  yz <- concat (ByRClass rclassF) y z
+  rhs <- tasoConv @a config Same None inputSizes kernelSizes x yz
+
+  rewrite "∀s, p, c, x, y, z. concat(1, conv(s, p, c, x, y), conv(s, p, c, x, z)) = conv(s, p, c, x, concat(0, y, z))" lhs rhs
+
+-- | Rule 8: Concatenation along output feature dimension distributes over conv
+convConcatKernelValid :: forall a. NumRule a
+convConcatKernelValid _ = do
+  [rclassB, rclassC, rclassF, rclassH, rclassW] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassH", "rclassW"]
+  sizeC <- newMap "sizeC" rclassC
+  [sizeF1, sizeF2] <- newMaps ["sizeF1", "sizeF2"] rclassF
+  inputH <- newMap "inputH" rclassH
+  inputW <- newMap "inputW" rclassW
+  kernelH <- newMap "kernelH" rclassH
+  kernelW <- newMap "kernelW" rclassW
+  sizeB <- newMap "sizeB" rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB, rclassC --> sizeC, rclassH --> inputH, rclassW --> inputW]
+  y <- newTensor @a "y" [rclassF --> sizeF1, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+  z <- newTensor @a "z" [rclassF --> sizeF2, rclassC --> sizeC, rclassH --> kernelH, rclassW --> kernelW]
+
+  stridesH <- newMap "stridesH" rclassH
+  stridesW <- newMap "stridesW" rclassW
+  siC <- newMap "siC" rclassC
+  siH <- newMap "siH" rclassH
+  siW <- newMap "siW" rclassW
+
+  let config = mkConvConfig rclassB rclassC rclassF rclassH rclassW stridesH stridesW siC siH siW
+
+  let inputSizes = [ByRClass rclassH --> inputH, ByRClass rclassW --> inputW]
+  let kernelSizes = [ByRClass rclassH --> kernelH, ByRClass rclassW --> kernelW]
+  convXY <- tasoConv @a config Valid None inputSizes kernelSizes x y
+  convXZ <- tasoConv @a config Valid None inputSizes kernelSizes x z
+  lhs <- concat (ByRClass rclassF) convXY convXZ
+
+  yz <- concat (ByRClass rclassF) y z
+  rhs <- tasoConv @a config Valid None inputSizes kernelSizes x yz
+
+  rewrite "∀s, p, c, x, y, z. concat(1, conv(s, p, c, x, y), conv(s, p, c, x, z)) = conv(s, p, c, x, concat(0, y, z))" lhs rhs
+
+-- | Rule 9: Concatenation on input channels with matching concatenation on kernel features
+-- convConcatMixed :: forall a. NumRule a
+-- convConcatMixed _ = do
+--   [rclassB, rclassC, rclassF, rclassSpatial] <- newSingletonRClasses ["rclassB", "rclassC", "rclassF", "rclassSpatial"]
+--   [sizeC1, sizeC2] <- newMaps ["sizeC1", "sizeC2"] rclassC
+--   sizeF <- newMap "sizeF" rclassF
+--   inputSpatial <- newMap "inputSpatial" rclassSpatial
+--   kernelSpatial <- newMap "kernelSpatial" rclassSpatial
+--   [sizeB1, sizeB2] <- newMaps ["sizeB1", "sizeB2"] rclassB
+
+--   x <- newTensor @a "x" [rclassB --> sizeB1, rclassC --> sizeC1, rclassSpatial --> inputSpatial]
+--   z <- newTensor @a "z" [rclassB --> sizeB2, rclassC --> sizeC2, rclassSpatial --> inputSpatial]
+--   y <- newTensor @a "y" [rclassF --> sizeF, rclassC --> sizeC1, rclassSpatial --> kernelSpatial]
+--   w <- newTensor @a "w" [rclassF --> sizeF, rclassC --> sizeC2, rclassSpatial --> kernelSpatial]
+
+--   strides <- newMap "strides" rclassSpatial
+--   siSpatial <- newMap "siSpatial" rclassSpatial
+
+--   let inputSizes = [ByRClass rclassSpatial --> inputSpatial]
+--   let kernelSizes = [ByRClass rclassSpatial --> kernelSpatial]
+
+--   -- LHS: concat on channels then convolve with one SI map
+--   xz <- concat (ByRClass rclassC) x z
+--   yw <- concat (ByRClass rclassC) y w
+--   siC_LHS <- newMap "siC_LHS" rclassC
+--   let configLHS = mkConvConfig rclassB rclassC rclassF rclassSpatial strides siC_LHS siSpatial
+--   lhs <- tasoConv @a configLHS Valid None inputSizes kernelSizes xz yw
+
+--   -- RHS: separate convs with separate SI maps, then add
+--   siC_RHS1 <- newMap "siC_RHS1" rclassC
+--   siC_RHS2 <- newMap "siC_RHS2" rclassC
+--   let configRHS1 = mkConvConfig rclassB rclassC rclassF rclassSpatial strides siC_RHS1 siSpatial
+--   let configRHS2 = mkConvConfig rclassB rclassC rclassF rclassSpatial strides siC_RHS2 siSpatial
+--   convXY <- tasoConv @a configRHS1 Valid None inputSizes kernelSizes x y
+--   convZW <- tasoConv @a configRHS2 Valid None inputSizes kernelSizes z w
+--   rhs <- ewadd convXY convZW
+
+--   -- SI relation: LHS channel SI maps to the same value in both RHS convs
+--   siRelation [siC_LHS, siC_RHS1] $ \[l, r] -> l .== r
+--   siRelation [siC_LHS, siC_RHS2] $ \[l, r] -> l .== r
+--   checkSIMap [siC_LHS] [siC_RHS1, siC_RHS2]
+
+--   rewrite "concat on channels splits convolution" lhs rhs
+
+main :: IO ()
+main = do
+  printTitle "#################### convBilinearScalarSwapSame ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convBilinearScalarSwapSame
+
+  printTitle "#################### convBilinearScalarSwapValid ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convBilinearScalarSwapValid
+
+  printTitle "#################### convBilinearScalarOutputSame ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convBilinearScalarOutputSame
+
+  printTitle "#################### convBilinearScalarOutputValid ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convBilinearScalarOutputValid
+
+  printTitle "#################### convBilinearKernelAddSame ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convBilinearKernelAddSame
+
+  printTitle "#################### convBilinearKernelAddValid ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convBilinearKernelAddValid
+
+  printTitle "#################### convBilinearInputAddSame ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convBilinearInputAddSame
+
+  printTitle "#################### convBilinearInputAddValid ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convBilinearInputAddValid
+
+  printTitle "#################### convSameEnlarge ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convSameEnlarge
+
+  -- printTitle "#################### convIdentitySame ####################"
+  -- verifyNumDSLWith (withTimeout 15000000 z3) convIdentitySame
+
+  printTitle "#################### convReluActivation ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convReluActivation
+
+  printTitle "#################### convConcatInputBatchSame ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convConcatInputBatchSame
+
+  printTitle "#################### convConcatInputBatchValid ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convConcatInputBatchValid
+
+  printTitle "#################### convConcatKernelSame ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convConcatKernelSame
+
+  printTitle "#################### convConcatKernelValid ####################"
+  verifyNumDSLWith (withTimeout 15000000 z3) convConcatKernelValid
+
+-- printTitle "#################### convConcatMixed ####################"
+-- verifyNumDSL convConcatMixed
diff --git a/rules/taso/ewadd/Main.hs b/rules/taso/ewadd/Main.hs
index 33db154..c7a033d 100644
--- a/rules/taso/ewadd/Main.hs
+++ b/rules/taso/ewadd/Main.hs
@@ -4,8 +4,8 @@ import Grisette hiding ((-->))
 import TensorRight
 import TensorRight.Internal.DSL.TASO (ewadd)
 
-rule01 :: forall a. NumRule a -- Verify desugaring
-rule01 _ = do
+desugar :: forall a. NumRule a -- Verify desugaring
+desugar _ = do
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
   tA <- newTensor @a "A" [rclass --> map]
@@ -14,19 +14,19 @@ rule01 _ = do
   rhs <- numBinOp Add tA tB
   rewrite "ewadd(A, B) ⇒ Add(A, B)" lhs rhs
 
-rule02 :: forall a. NumRule a -- Associativity
-rule02 _ = do
+associativity :: forall a. NumRule a -- Associativity
+associativity _ = do
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
   x <- newTensor @a "x" [rclass --> map]
-  y <- newTensor @a "t" [rclass --> map]
+  y <- newTensor @a "y" [rclass --> map]
   z <- newTensor @a "z" [rclass --> map]
   lhs <- ewadd x $ ewadd y z
   rhs <- ewadd (ewadd x y) z
   rewrite "ewadd(x, ewadd(y, z)) ⇒ Add(ewadd(x, y), z)" lhs rhs
 
-rule03 :: forall a. NumRule a -- Verify commutative
-rule03 _ = do
+commutativity :: forall a. NumRule a -- Verify commutative
+commutativity _ = do
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
   x <- newTensor @a "x" [rclass --> map]
@@ -37,9 +37,9 @@ rule03 _ = do
 
 main :: IO ()
 main = do
-  printTitle "############################## rule01 ##############################"
-  verifyNumDSL rule01
-  printTitle "############################## rule02 ##############################"
-  verifyNumDSL rule02
-  printTitle "############################## rule03 ##############################"
-  verifyNumDSL rule03
\ No newline at end of file
+  printTitle "############################## desugar ##############################"
+  verifyNumDSL desugar
+  printTitle "############################## associativity ##############################"
+  verifyNumDSL associativity
+  printTitle "############################## commutativity ##############################"
+  verifyNumDSL commutativity
\ No newline at end of file
diff --git a/rules/taso/ewmul/Main.hs b/rules/taso/ewmul/Main.hs
index 9d6458f..a196406 100644
--- a/rules/taso/ewmul/Main.hs
+++ b/rules/taso/ewmul/Main.hs
@@ -5,8 +5,8 @@ import TensorRight
 import TensorRight.Internal.DSL.DSL (newRClass)
 import TensorRight.Internal.DSL.TASO (ewadd, ewmul)
 
-rule01 :: forall a. NumRule a -- Verify desugaring
-rule01 _ = do
+desugar :: forall a. NumRule a -- Verify desugaring
+desugar _ = do
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
   tA <- newTensor @a "A" [rclass --> map]
@@ -15,8 +15,8 @@ rule01 _ = do
   rhs <- numBinOp Mul tA tB
   rewrite "ewmul(A, B) ⇒ Mul(A, B)" lhs rhs
 
-rule02 :: forall a. NumRule a -- Associativity
-rule02 _ = do
+associativity :: forall a. NumRule a -- Associativity
+associativity _ = do
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
   x <- newTensor @a "x" [rclass --> map]
@@ -26,8 +26,8 @@ rule02 _ = do
   rhs <- ewmul (ewmul x y) z
   rewrite "ewmul(x, ewmul(y, z)) ⇒ mul(ewmul(x, y), z)" lhs rhs
 
-rule03 :: forall a. NumRule a -- Verify commutative
-rule03 _ = do
+commutativity :: forall a. NumRule a -- Verify commutative
+commutativity _ = do
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
   x <- newTensor @a "x" [rclass --> map]
@@ -36,8 +36,8 @@ rule03 _ = do
   rhs <- ewmul y x
   rewrite "ewmul(x, y) ⇒ ewmul(y, x)" lhs rhs
 
-rule04 :: forall a. NumRule a -- Verify distributivity
-rule04 _ = do
+distributivity :: forall a. NumRule a -- Verify distributivity
+distributivity _ = do
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
   x <- newTensor @a "x" [rclass --> map]
@@ -47,13 +47,13 @@ rule04 _ = do
   rhs <- ewadd (ewmul x z) (ewmul y z)
   rewrite "ewmul(ewadd(x, y), z) ⇒ ewadd(ewmul(x, z), ewmul(y, z))" lhs rhs
 
-rule05 :: forall a. NumRule a -- Verify identity
-rule05 _ = do
+identity :: forall a. NumRule a -- Verify identity
+identity _ = do
   rclassN <- newRClass "rclassN"
   sizeN <- newMap "sizeN" rclassN
 
-  x <- newTensor @a "x" [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"]
-  ones <- constant @a 1 [rclassN --> sizeN @@ "L", rclassN --> sizeN @@ "R"]
+  x <- newTensor @a "x" [rclassN --> sizeN]
+  ones <- constant @a 1 [rclassN --> sizeN]
 
   lhs <- ewmul x ones
   let rhs = x
@@ -62,13 +62,13 @@ rule05 _ = do
 
 main :: IO ()
 main = do
-  printTitle "############################## rule01 ##############################"
-  verifyNumDSL rule01
-  printTitle "############################## rule02 ##############################"
-  verifyNumDSL rule02
-  printTitle "############################## rule03 ##############################"
-  verifyNumDSL rule03
-  printTitle "############################## rule04 ##############################"
-  verifyNumDSL rule04
-  printTitle "############################## rule05 ##############################"
-  verifyNumDSL rule05
\ No newline at end of file
+  printTitle "############################## desugar ##############################"
+  verifyNumDSL desugar
+  printTitle "############################## associativity ##############################"
+  verifyNumDSL associativity
+  printTitle "############################## commutativity ##############################"
+  verifyNumDSL commutativity
+  printTitle "############################## distributivity ##############################"
+  verifyNumDSL distributivity
+  printTitle "############################## identity ##############################"
+  verifyNumDSL identity
\ No newline at end of file
diff --git a/rules/taso/matmul2D/Main.hs b/rules/taso/matmul2D/Main.hs
index 9f55fc3..1817ee8 100644
--- a/rules/taso/matmul2D/Main.hs
+++ b/rules/taso/matmul2D/Main.hs
@@ -151,37 +151,37 @@ matmulConcatRight _ = do
 
 -- | Rule 7: Concatenation and matrix multiplication (mixed)
 -- ∀x, y, z, w. matmul(concat(1, x, z), concat(0, y, w)) = ewadd(matmul(x, y), matmul(z, w))
-matmulConcatMixed :: forall a. NumRule a
-matmulConcatMixed _ = do
-  [rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassM", "rclassK", "rclassN"]
-  [sizeM1, sizeM2] <- newMaps ["sizeM1", "sizeM2"] rclassM
-  [sizeK1, sizeK2] <- newMaps ["sizeK1", "sizeK2"] rclassK
-  sizeN <- newMap "sizeN" rclassN
-
-  x <- newTensor @a "x" [rclassM --> sizeM1, rclassK --> sizeK1]
-  y <- newTensor @a "y" [rclassK --> sizeK1, rclassN --> sizeN]
-  z <- newTensor @a "z" [rclassM --> sizeM2, rclassK --> sizeK2]
-  w <- newTensor @a "w" [rclassK --> sizeK2, rclassN --> sizeN]
-
-  -- Dimensions must match appropriately for concatenation and matmul
-  precondition [sizeM1, sizeM2] $ \[m1, m2] -> m1 .== m2
-  precondition [sizeK1, sizeK2] $ \[k1, k2] -> k1 .== k2
-
-  xz <- concat (ByRClass rclassM) x z
-  yw <- concat (ByRClass rclassK) y w
-  kL <- newMap "contractSI" rclassK
-  kR1 <- newMap "contractSI" rclassK
-  kR2 <- newMap "contractSI" rclassK
-  lhs <- matmul2D xz yw [rclassK --> kL]
-  xy <- matmul2D x y [rclassK --> kR1]
-  zw <- matmul2D z w [rclassK --> kR2]
-  rhs <- ewadd xy zw
-
-  siRelation [kL, kR1] $ \[l, r] -> l .== r
-  siRelation [kL, kR2] $ \[l, r] -> l .== r
-  checkSIMap [kL] [kR1, kR2]
-
-  rewrite "matmul(concat(1, x, z), concat(0, y, w)) ⇒ ewadd(matmul(x, y), matmul(z, w))" lhs rhs
+-- matmulConcatMixed :: forall a. NumRule a
+-- matmulConcatMixed _ = do
+--   [rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassM", "rclassK", "rclassN"]
+--   [sizeM1, sizeM2] <- newMaps ["sizeM1", "sizeM2"] rclassM
+--   [sizeK1, sizeK2] <- newMaps ["sizeK1", "sizeK2"] rclassK
+--   sizeN <- newMap "sizeN" rclassN
+
+--   x <- newTensor @a "x" [rclassM --> sizeM1, rclassK --> sizeK1]
+--   y <- newTensor @a "y" [rclassK --> sizeK1, rclassN --> sizeN]
+--   z <- newTensor @a "z" [rclassM --> sizeM2, rclassK --> sizeK2]
+--   w <- newTensor @a "w" [rclassK --> sizeK2, rclassN --> sizeN]
+
+--   -- Dimensions must match appropriately for concatenation and matmul
+--   precondition [sizeM1, sizeM2] $ \[m1, m2] -> m1 .== m2
+--   precondition [sizeK1, sizeK2] $ \[k1, k2] -> k1 .== k2
+
+--   xz <- concat (ByRClass rclassM) x z
+--   yw <- concat (ByRClass rclassK) y w
+--   kL <- newMap "contractSI" rclassK
+--   kR1 <- newMap "contractSI" rclassK
+--   kR2 <- newMap "contractSI" rclassK
+--   lhs <- matmul2D xz yw [rclassK --> kL]
+--   xy <- matmul2D x y [rclassK --> kR1]
+--   zw <- matmul2D z w [rclassK --> kR2]
+--   rhs <- ewadd xy zw
+
+--   siRelation [kL, kR1] $ \[l, r] -> l .== r
+--   siRelation [kL, kR2] $ \[l, r] -> l .== r
+--   checkSIMap [kL] [kR1, kR2]
+
+--   rewrite "matmul(concat(1, x, z), concat(0, y, w)) ⇒ ewadd(matmul(x, y), matmul(z, w))" lhs rhs
 
 main :: IO ()
 main = do
diff --git a/rules/taso/matmul3D/Main.hs b/rules/taso/matmul3D/Main.hs
index ace03f2..681dd9c 100644
--- a/rules/taso/matmul3D/Main.hs
+++ b/rules/taso/matmul3D/Main.hs
@@ -7,7 +7,6 @@ import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, matmul3D, relu, smul
 import Prelude hiding (concat)
 
 -- | Rule 1: Matrix multiplication associativity (batched)
--- ∀x, y, z. matmul3D(x, matmul3D(y, z)) = matmul3D(matmul3D(x, y), z)
 matmulAssociativity :: forall a. NumRule a
 matmulAssociativity _ = do
   [rclassB, rclassM, rclassK, rclassN, rclassP] <- newSingletonRClasses ["rclassB", "rclassM", "rclassK", "rclassN", "rclassP"]
@@ -40,10 +39,9 @@ matmulAssociativity _ = do
   xy <- matmul3D x y [rclassK --> kR] [ByRClass rclassB]
   rhs <- matmul3D xy z [rclassN --> nR] [ByRClass rclassB]
 
-  rewrite "matmul3D associativity" lhs rhs
+  rewrite "∀x, y, z. matmul3D(x, matmul3D(y, z)) = matmul3D(matmul3D(x, y), z)" lhs rhs
 
 -- | Rule 2: Scalar linearity (batched)
--- ∀x, y, w. smul(matmul3D(x, y), w) = matmul3D(x, smul(y, w))
 matmulScalarLinear :: forall a. NumRule a
 matmulScalarLinear _ = do
   let w = ("w" :: a)
@@ -67,7 +65,7 @@ matmulScalarLinear _ = do
   siRelation [kL, kR] $ \[l, r] -> l .== r
   checkSIMap [kL] [kR]
 
-  rewrite "smul distributes over matmul3D (right)" lhs rhs
+  rewrite "∀x, y, w. smul(matmul3D(x, y), w) = matmul3D(x, smul(y, w))" lhs rhs
 
 -- | Rule 3: Distributivity over addition (batched)
 matmulDistributive :: forall a. NumRule a
@@ -96,9 +94,9 @@ matmulDistributive _ = do
   siRelation [kL, kR2] $ \[l, r] -> l .== r
   checkSIMap [kL] [kR1, kR2]
 
-  rewrite "matmul3D distributes over ewadd" lhs rhs
+  rewrite "∀x, y, z. matmul(x, ewadd(y, z)) = ewadd(matmul(x, y), matmul(x, z))" lhs rhs
 
--- | Rule 6: Right concatenation (batched)
+-- | Rule 4: Right concatenation (batched)
 matmulConcatRight :: forall a. NumRule a
 matmulConcatRight _ = do
   [rclassB, rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassB", "rclassM", "rclassK", "rclassN"]
@@ -127,46 +125,49 @@ matmulConcatRight _ = do
 
   rewrite "concat along N moves through matmul3D(x, ·)" lhs rhs
 
--- -- | Rule 7: Concatenation and matrix multiplication (mixed)
--- -- ∀x, y, z, w. matmul(concat(1, x, z), concat(0, y, w)) = ewadd(matmul(x, y), matmul(z, w))
-
--- -- | Rule 7: Mixed concatenation (batched)
--- matmulConcatMixed :: forall a. NumRule a
--- matmulConcatMixed _ = do
---   [rclassB, rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassB", "rclassM", "rclassK", "rclassN"]
---   sizeM <- newMap "sizeM" rclassM
---   [sizeK1, sizeK2] <- newMaps ["sizeK1", "sizeK2"] rclassK
---   sizeN <- newMap "sizeN" rclassN
---   [sizeB1, sizeB2, sizeB3, sizeB4] <- newMaps ["sizeB1", "sizeB2", "sizeB3", "sizeB4"] rclassB
-
---   x <- newTensor @a "x" [rclassB --> sizeB1, rclassM --> sizeM, rclassK --> sizeK1]
---   y <- newTensor @a "y" [rclassB --> sizeB2, rclassK --> sizeK1, rclassN --> sizeN]
---   z <- newTensor @a "z" [rclassB --> sizeB3, rclassM --> sizeM, rclassK --> sizeK2]
---   w <- newTensor @a "w" [rclassB --> sizeB4, rclassK --> sizeK2, rclassN --> sizeN]
-
---   -- M and N must match across pairs; K is split into K1 and K2 (no equality needed)
---   siRelation [sizeM] $ \[_] -> true
---   siRelation [sizeN] $ \[_] -> true
---   -- All batch sizes must match so that B is a proper batch axis
---   precondition [sizeB1, sizeB2] $ \[b1, b2] -> b1 .== b2
---   precondition [sizeB1, sizeB3] $ \[b1, b3] -> b1 .== b3
---   precondition [sizeB1, sizeB4] $ \[b1, b4] -> b1 .== b4
-
---   xk <- concat (ByRClass rclassK) x z
---   yk <- concat (ByRClass rclassK) y w
-
---   kL <- newMap "kL" rclassK
---   lhs <- matmul3D xk yk [rclassK --> kL] [ByRClass rclassB]
---   -- Use the SAME SI map on RHS terms so each RHS SI has a corresponding LHS SI
---   xy <- matmul3D x y [rclassK --> kL] [ByRClass rclassB]
---   zw <- matmul3D z w [rclassK --> kL] [ByRClass rclassB]
-
---   rhs <- ewadd xy zw
-
---   -- Register only LHS SI map to satisfy verifier subset condition
---   checkSIMap [kL] []
-
---   rewrite "matmul3D(concat_K x z, concat_K y w) ⇒ matmul3D(x,y) + matmul3D(z,w)" lhs rhs
+-- | Rule 5: Concatenation and matrix multiplication (mixed)
+-- ∀x, y, z, w. matmul(concat(1, x, z), concat(0, y, w)) = ewadd(matmul(x, y), matmul(z, w))
+
+-- | Rule 5: Mixed concatenation (batched)
+matmulConcatMixed :: forall a. NumRule a
+matmulConcatMixed _ = do
+  [rclassB, rclassM, rclassK, rclassN] <- newSingletonRClasses ["rclassB", "rclassM", "rclassK", "rclassN"]
+  [sizeM1, sizeM2] <- newMaps ["sizeM1", "sizeM2"] rclassM
+  [sizeK1, sizeK2] <- newMaps ["sizeK1", "sizeK2"] rclassK
+  sizeN <- newMap "sizeN" rclassN
+  [sizeB1, sizeB2, sizeB3, sizeB4] <- newMaps ["sizeB1", "sizeB2", "sizeB3", "sizeB4"] rclassB
+
+  x <- newTensor @a "x" [rclassB --> sizeB1, rclassM --> sizeM1, rclassK --> sizeK1]
+  y <- newTensor @a "y" [rclassB --> sizeB2, rclassK --> sizeK1, rclassN --> sizeN]
+  z <- newTensor @a "z" [rclassB --> sizeB3, rclassM --> sizeM2, rclassK --> sizeK2]
+  w <- newTensor @a "w" [rclassB --> sizeB4, rclassK --> sizeK2, rclassN --> sizeN]
+
+  -- All batch sizes must match so that B is a proper batch axis
+  precondition [sizeB1, sizeB2] $ \[b1, b2] -> b1 .== b2
+  precondition [sizeB1, sizeB3] $ \[b1, b3] -> b1 .== b3
+  precondition [sizeB1, sizeB4] $ \[b1, b4] -> b1 .== b4
+  -- Mixed: equal splits on M and K so SI equality is valid on both branches
+  precondition [sizeM1, sizeM2] $ \[m1, m2] -> m1 .== m2
+  precondition [sizeK1, sizeK2] $ \[k1, k2] -> k1 .== k2
+
+  xm <- concat (ByRClass rclassM) x z
+  yk <- concat (ByRClass rclassK) y w
+
+  -- Contract along K with equal SI maps across sides
+  kL <- newMap "kL" rclassK
+  kR1 <- newMap "kR1" rclassK
+  kR2 <- newMap "kR2" rclassK
+
+  lhs <- matmul3D xm yk [rclassK --> kL] [ByRClass rclassB]
+  xy <- matmul3D x y [rclassK --> kR1] [ByRClass rclassB]
+  zw <- matmul3D z w [rclassK --> kR2] [ByRClass rclassB]
+  rhs <- ewadd xy zw
+
+  siRelation [kL, kR1] $ \[l, r] -> l .== r
+  siRelation [kL, kR2] $ \[l, r] -> l .== r
+  checkSIMap [kL] [kR1, kR2]
+
+  rewrite "matmul3D(concat_M x z, concat_K y w) ⇒ ewadd(matmul3D(x,y), matmul3D(z,w))" lhs rhs
 
 main :: IO ()
 main = do
diff --git a/rules/taso/relu/Main.hs b/rules/taso/relu/Main.hs
index 998866f..ad62359 100644
--- a/rules/taso/relu/Main.hs
+++ b/rules/taso/relu/Main.hs
@@ -2,8 +2,8 @@ import Grisette hiding ((-->))
 import TensorRight
 import TensorRight.Internal.DSL.TASO (relu)
 
-rule01 :: forall a. NumRule a -- Verify desugaring
-rule01 _ = do
+desugar :: forall a. NumRule a -- Verify desugaring
+desugar _ = do
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
   tA <- newTensor @a "A" [rclass --> map]
@@ -13,5 +13,5 @@ rule01 _ = do
 
 main :: IO ()
 main = do
-  printTitle "############################## rule01 ##############################"
-  verifyNumDSL rule01
\ No newline at end of file
+  printTitle "############################## desugar ##############################"
+  verifyNumDSL desugar
\ No newline at end of file
diff --git a/rules/taso/smul/Main.hs b/rules/taso/smul/Main.hs
index 6d0d5a9..5a3e693 100644
--- a/rules/taso/smul/Main.hs
+++ b/rules/taso/smul/Main.hs
@@ -4,8 +4,8 @@ import Grisette hiding ((-->))
 import TensorRight
 import TensorRight.Internal.DSL.TASO (ewadd, ewmul, smul)
 
-rule01 :: forall a. NumRule a -- Verify desugaring
-rule01 _ = do
+desugar :: forall a. NumRule a -- Verify desugaring
+desugar _ = do
   let s = ("s" :: a)
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
@@ -14,8 +14,8 @@ rule01 _ = do
   rhs <- numBinScalarOp Mul tA s
   rewrite "smul(A, s) ⇒ Mul(A, s)" lhs rhs
 
-rule02 :: forall a. NumRule a -- Verify associativity
-rule02 _ = do
+associativity :: forall a. NumRule a -- Verify associativity
+associativity _ = do
   let w = ("w" :: a)
   let y = ("y" :: a)
   rclass <- newRClass "rclass"
@@ -25,8 +25,8 @@ rule02 _ = do
   rhs <- smul x (y * w) -- Multiply the scalars first since smul (y, w) doesn't make sense
   rewrite "smul(smul(x, y), w) ⇒ smul(x, smul(y, w))" lhs rhs
 
-rule03 :: forall a. NumRule a -- Distributivity
-rule03 _ = do
+distributivity :: forall a. NumRule a -- Distributivity
+distributivity _ = do
   let w = ("w" :: a)
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
@@ -36,8 +36,8 @@ rule03 _ = do
   rhs <- ewadd (smul x w) (smul y w)
   rewrite "smul(ewadd(x, y), w) ⇒ ewadd(smul(x, w), smul(y, w))" lhs rhs
 
-rule04 :: forall a. NumRule a -- Operator commutativity
-rule04 _ = do
+commutativity :: forall a. NumRule a -- Operator commutativity
+commutativity _ = do
   let w = ("w" :: a)
   rclass <- newRClass "rclass"
   map <- newMap "map" rclass
@@ -49,11 +49,11 @@ rule04 _ = do
 
 main :: IO ()
 main = do
-  printTitle "############################## rule01 ##############################"
-  verifyNumDSL rule01
-  printTitle "############################## rule02 ##############################"
-  verifyNumDSL rule02
-  printTitle "############################## rule03 ##############################"
-  verifyNumDSL rule03
-  printTitle "############################## rule04 ##############################"
-  verifyNumDSL rule04
\ No newline at end of file
+  printTitle "############################## desugar ##############################"
+  verifyNumDSL desugar
+  printTitle "############################## associativity ##############################"
+  verifyNumDSL associativity
+  printTitle "############################## distributivity ##############################"
+  verifyNumDSL distributivity
+  printTitle "############################## commutativity ##############################"
+  verifyNumDSL commutativity
\ No newline at end of file
diff --git a/rules/taso/split/Main.hs b/rules/taso/split/Main.hs
index ec70b42..60a94fd 100644
--- a/rules/taso/split/Main.hs
+++ b/rules/taso/split/Main.hs
@@ -6,8 +6,8 @@ import TensorRight.Internal.DSL.DSL (checkSIMap, monitorExprOnFailure, newRClass
 import TensorRight.Internal.DSL.TASO (concat, split0, split1)
 import Prelude hiding (concat)
 
-rule_split0 :: forall a. NumRule a -- Verify desugaring
-rule_split0 _ = do
+split0_desugar :: forall a. NumRule a -- Verify desugaring
+split0_desugar _ = do
   [rclassM, rclassN] <- newRClasses ["rclassM", "rclassN"]
   sizeM1 <- newMap "sizeM1" rclassM
   sizeM2 <- newMap "sizeM2" rclassM
@@ -23,8 +23,8 @@ rule_split0 _ = do
 
   rewrite "split_0(a, concat(a, x, y)) ⇒ x" lhs rhs
 
-rule_split1 :: forall a. NumRule a -- Verify desugaring
-rule_split1 _ = do
+split1_desugar :: forall a. NumRule a -- Verify desugaring
+split1_desugar _ = do
   [rclassM, rclassN] <- newRClasses ["rclassM", "rclassN"]
   sizeM1 <- newMap "sizeM1" rclassM
   sizeM2 <- newMap "sizeM2" rclassM
@@ -42,7 +42,7 @@ rule_split1 _ = do
 
 main :: IO ()
 main = do
-  printTitle "#################### split0 ####################"
-  verifyNumDSL rule_split0
-  printTitle "#################### split1 ####################"
-  verifyNumDSL rule_split1
\ No newline at end of file
+  printTitle "#################### split0 desguar ####################"
+  verifyNumDSL split0_desugar
+  printTitle "#################### split1 desugar ####################"
+  verifyNumDSL split1_desugar
\ No newline at end of file
diff --git a/src/TensorRight/Internal/Core/Tensor/Typed.hs b/src/TensorRight/Internal/Core/Tensor/Typed.hs
index 97ec95f..2a379f3 100644
--- a/src/TensorRight/Internal/Core/Tensor/Typed.hs
+++ b/src/TensorRight/Internal/Core/Tensor/Typed.hs
@@ -637,9 +637,9 @@ sliceStartEndStrides to SliceArgs {..} = do
               restrictAxes diffDims (fromHashMap valMap)
         return $ unionAxisMap indices emptyIndices
   let defaultMap val = HM.fromList . map (,val) . HS.toList
-  filledStart <- checkAndFillInAxes "start" start $ (defaultMap 0 axes)
+  filledStart <- checkAndFillInAxes "start" start $ defaultMap 0 axes
   filledEnd <- checkAndFillInAxes "end" end $ asHashMap (tensorShape t)
-  filledStrides <- checkAndFillInAxes "strides" strides $ (defaultMap 1 axes)
+  filledStrides <- checkAndFillInAxes "strides" strides $ defaultMap 1 axes
 
   assert "start must be non-negative" $ symAll (.>= 0) $ asHashMap filledStart
   -- The original Rosette implementation may be buggy here.
@@ -1138,6 +1138,9 @@ clamp mino to maxo = do
           case (minElem, tElem, maxElem) of
             (TensorElemVal minSym, TensorElemVal tSym, TensorElemVal maxSym) ->
               mrgReturn $ TensorElemVal $ tensorValSymMin maxSym $ tensorValSymMax tSym minSym
+            (TensorElemVal minSym, TensorElemSum tSym, TensorElemVal maxSym) ->
+              -- Special case with contraction
+              mrgReturn $ TensorElemSum $ tensorValSymMin maxSym $ tensorValSymMax tSym minSym
             _ -> error "Not implemented"
       )
       (tensorShape t)
diff --git a/src/TensorRight/Internal/Core/Verify.hs b/src/TensorRight/Internal/Core/Verify.hs
index 86ddb67..ba99f32 100644
--- a/src/TensorRight/Internal/Core/Verify.hs
+++ b/src/TensorRight/Internal/Core/Verify.hs
@@ -309,7 +309,7 @@ verifyRule
           return False
         Right m -> do
           pprint m
-          printWarning $ "SI-relation is not bijective. (There exist multiple left SI for a right SI.)"
+          printWarning "SI-relation is not bijective. (There exist multiple left SI for a right SI.)"
           return False
 
       condr2l <-
@@ -331,7 +331,7 @@ verifyRule
           return False
         Right m -> do
           pprint m
-          printWarning $ "SI-relation is not bijective. (There exist multiple right SI for a left SI.)"
+          printWarning "SI-relation is not bijective. (There exist multiple right SI for a left SI.)"
           return False
 
       if bil2r && bir2l
@@ -356,7 +356,7 @@ verifyRule
               return False
             Right m -> do
               pprint m
-              printWarning $ "Some left si cannot be accessed."
+              printWarning "Some left si cannot be accessed."
               return False
           condr <-
             evaluate $
@@ -378,12 +378,12 @@ verifyRule
               return False
             Right m -> do
               pprint m
-              printWarning $ "Some right si cannot be accessed."
+              printWarning "Some right si cannot be accessed."
               return False
           unless (allokl && allokr) $
-            printWarning $
+            printWarning
               "Some SI cannot be accessed."
-        else printWarning $ "SI-relation is not bijective."
+        else printWarning "SI-relation is not bijective."
 
     cond1 <-
       evaluate $
diff --git a/src/TensorRight/Internal/DSL/Eval.hs b/src/TensorRight/Internal/DSL/Eval.hs
index 1ec2fc2..d4a0951 100644
--- a/src/TensorRight/Internal/DSL/Eval.hs
+++ b/src/TensorRight/Internal/DSL/Eval.hs
@@ -176,7 +176,7 @@ freshMapBase name mapBase =
       HM.map
         ( \(SymInteger (SymTerm (TypedSymbol s :: TypedSymbol knd a))) ->
             SymInteger $
-              SymTerm $
+              SymTerm
                 ( TypedSymbol $
                     mapIdentifier
                       (mapMetadata (\m -> List [Atom "fresh", Atom $ T.pack name, m]))
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index 61f335d..4f51710 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -22,23 +22,26 @@ module TensorRight.Internal.DSL.TASO
     split1,
     transpose,
     enlarge,
+    tasoConv,
     matmul2D,
     matmul3D,
+    PaddingMode (..),
+    Activation (..),
   )
 where
 
 import Control.Monad.Except (MonadError (throwError))
-import Grisette (SymInteger, symIte, (.&&), (.<=), (.==), (.>=))
+import Grisette (SymInteger, symIte, (.&&), (.<), (.<=), (.==), (.>=))
 import TensorRight (NumBinOp (Add, Mul), ToElem, concatTensor, posInf)
 import TensorRight.Internal.Core.Tensor (ToDType)
 import TensorRight.Internal.DSL.DSL
-  ( ConvConfig,
-    ConvPadding,
+  ( ConvConfig (..),
+    ConvPadding (..),
     DSLContext,
     Expr,
     ExprInContext,
     Padding (..),
-    RClassRef,
+    RClassRef (..),
     ValidNum,
     clampScalar,
     combineMap,
@@ -47,13 +50,14 @@ import TensorRight.Internal.DSL.DSL
     matmul2DHelper,
     matmul3DHelper,
     newConstMap,
+    newNonNegMap,
     numBinOp,
     numBinScalarOp,
     pad,
     precondition,
     transpose2D,
   )
-import TensorRight.Internal.DSL.Expr (Expr, UExpr, checkMapHasRClass, getRClassByMap)
+import TensorRight.Internal.DSL.Expr (checkMapHasRClass, getRClassByMap)
 import qualified TensorRight.Internal.DSL.Expr as E
 import TensorRight.Internal.DSL.Identifier (MapIdentifier)
 import TensorRight.Internal.DSL.Parameters (ParamDesc (..))
@@ -64,6 +68,10 @@ data Activation = Relu | None
 
 data PaddingMode = Same | Valid
 
+-- Helper function to get MapIdentifier from stride ParamDesc
+getStrideMap :: ParamDesc -> MapIdentifier
+getStrideMap (ParamDesc _ map) = map
+
 -- | TASO's ewadd operator. The lhs and rhs must have the same shape and the type must be either 'IntType' or 'RealType'.
 ewadd ::
   (ExprInContext lhs, ExprInContext rhs) =>
@@ -207,25 +215,175 @@ matmul3D ::
   DSLContext Expr
 matmul3D = matmul3DHelper
 
--- -- | TASO's 2D matrix multiplication operator
--- tasoConv ::
---   (ExprInContext input, ExprInContext weights, ValidNum a) =>
---   ConvConfig ->
---   -- | Convolution padding config
---   PaddingMode ->
---   -- | Choice of activation function
---   Activation ->
---   -- | Input tensor
---   input ->
---   -- | The weights (kernel) tensor.
---   weights ->
---   DSLContext Expr
--- tasoConv convConfig padConfig act input weights = do
---   -- Construct padding config based on inputs
---   let out_expr = conv input weights padConfig
---   case act of
---     Relu -> relu out_expr
---     _ -> out_expr
+-- | TASO's 2D matrix multiplication operator
+tasoConv ::
+  forall a input weights.
+  (ExprInContext input, ExprInContext weights, ValidNum a) =>
+  -- | Convolution config
+  ConvConfig ->
+  -- | Padding config
+  PaddingMode ->
+  -- | Choice of activation function
+  Activation ->
+  -- | Input spatial size maps (per spatial RClass)
+  [ParamDesc] ->
+  -- | Kernel spatial size maps (per spatial RClass)
+  [ParamDesc] ->
+  -- | Input tensor
+  input ->
+  -- | The weights (kernel) tensor.
+  weights ->
+  DSLContext Expr
+tasoConv config padConfig act inputSizePDs kernelSizePDs input weights = do
+  -- Determine spatial refs from the stride descriptors in the config
+  let strideRefs =
+        case config of
+          ConvConfig {strides = ss} -> [ref | ParamDesc ref _ <- ss]
+
+  let toRClassId ref = case ref of
+        ByRClass r -> return r
+        ByLabel _ -> throwError "tasoConv requires strides specified with ByRClass refs"
+
+  -- Build padding parameters per mode
+  (lowPDs, ldilPDs, highPDs, rdilPDs) <- case padConfig of
+    Valid -> do
+      -- VALID: low=0, high=0, ldilation=1, rdilation=1
+      lowPDs <-
+        traverse
+          ( \ref -> do
+              r <- toRClassId ref
+              z <- newConstMap "low0" 0 r
+              return (ref --> z)
+          )
+          strideRefs
+      highPDs <-
+        traverse
+          ( \ref -> do
+              r <- toRClassId ref
+              z <- newConstMap "high0" 0 r
+              return (ref --> z)
+          )
+          strideRefs
+      ldilPDs <-
+        traverse
+          ( \ref -> do
+              r <- toRClassId ref
+              o <- newConstMap "ldilation1" 1 r
+              return (ref --> o)
+          )
+          strideRefs
+      rdilPDs <-
+        traverse
+          ( \ref -> do
+              r <- toRClassId ref
+              o <- newConstMap "rdilation1" 1 r
+              return (ref --> o)
+          )
+          strideRefs
+      return (lowPDs, ldilPDs, highPDs, rdilPDs)
+    Same -> do
+      -- SAME: compute padding using the formula: p_total = max(0, (ceil(n_in/s) - 1) * s + k - n_in)
+      -- For each spatial dimension, we need input size, kernel size, and stride
+      let strideMaps = [getStrideMap pd | pd <- strides config]
+
+      -- Use provided input/kernel size maps (deterministic SAME)
+      let lookupSize :: RClassRef -> [ParamDesc] -> MapIdentifier
+          lookupSize ref pds =
+            case [m | ParamDesc r m <- pds, r == ref] of
+              (m : _) -> m
+              [] -> error "tasoConv(Same): missing spatial size map"
+
+      let inputSizePairs = [(ref, lookupSize ref inputSizePDs) | ref <- strideRefs]
+      let kernelSizePairs = [(ref, lookupSize ref kernelSizePDs) | ref <- strideRefs]
+
+      -- Create symbolic output size maps for SAME padding
+      -- For SAME padding, output_size = ceil(input_size / stride)
+      outputSizePairs <-
+        traverse
+          ( \((ref, inputSize), strideMap) -> do
+              r <- toRClassId ref
+              outputSize <- newNonNegMap "outputSize" r
+              -- Constrain: outputSize * stride >= inputSize (ceiling property)
+              precondition [outputSize, inputSize, strideMap] $ \[out, inp, str] -> out * str .>= inp
+              -- Constrain: (outputSize - 1) * stride < inputSize (minimal ceiling)
+              precondition [outputSize, inputSize, strideMap] $ \[out, inp, str] -> (out - 1) * str .< inp
+              return (ref, outputSize)
+          )
+          (zip inputSizePairs strideMaps)
+
+      -- Compute total padding using the SAME formula
+      -- p_total = max(0, (outputSize - 1) * stride + kernelSize - inputSize)
+      totalPaddingPairs <-
+        traverse
+          ( \((ref, outputSize), (_, kernelSize), ((_, inputSize), strideMap)) -> do
+              -- Compute total padding: (outputSize - 1) * stride + kernelSize - inputSize
+              totalPadding <- combineMap "totalPadding" (\[out, s, k, n] -> (out - 1) * s + k - n) [outputSize, strideMap, kernelSize, inputSize]
+              -- Constrain total padding to be non-negative
+              precondition [totalPadding] $ \[p] -> p .>= 0
+              return (ref, totalPadding)
+          )
+          (zip3 outputSizePairs kernelSizePairs (zip inputSizePairs strideMaps))
+
+      -- Split total padding into low and high: low = floor(p_total / 2), high = p_total - low
+      lowPairs <-
+        traverse
+          ( \(ref, totalPadding) -> do
+              r <- toRClassId ref
+              low <- newNonNegMap "sameLow" r
+              -- Constrain: low + low <= totalPadding <= low + low + 1
+              precondition [low, totalPadding] $ \[l, p] -> (l + l) .<= p .&& p .<= (l + l + 1)
+              return (ref, low)
+          )
+          totalPaddingPairs
+
+      highPairs <-
+        traverse
+          ( \((ref, totalPadding), (_, low)) -> do
+              r <- toRClassId ref
+              high <- newNonNegMap "sameHigh" r
+              -- Constrain: low + high = totalPadding
+              precondition [low, high, totalPadding] $ \[l, h, p] -> l + h .== p
+              return (ref, high)
+          )
+          (zip totalPaddingPairs lowPairs)
+
+      let lowPDs = [ref --> l | (ref, l) <- lowPairs]
+      let highPDs = [ref --> h | (ref, h) <- highPairs]
+
+      -- Unit dilations
+      ldilPDs <-
+        traverse
+          ( \ref -> do
+              r <- toRClassId ref
+              o <- newConstMap "ldilation1" 1 r
+              return (ref --> o)
+          )
+          strideRefs
+      rdilPDs <-
+        traverse
+          ( \ref -> do
+              r <- toRClassId ref
+              o <- newConstMap "rdilation1" 1 r
+              return (ref --> o)
+          )
+          strideRefs
+      return (lowPDs, ldilPDs, highPDs, rdilPDs)
+
+  outExpr <-
+    conv
+      input
+      weights
+      config
+      ConvPadding
+        { low = lowPDs,
+          ldilation = ldilPDs,
+          high = highPDs,
+          rdilation = rdilPDs
+        }
+
+  case act of
+    Relu -> relu @a outExpr
+    None -> return outExpr
 
 -- | TASO's split0 operator
 split0 ::
diff --git a/tensor-right.cabal b/tensor-right.cabal
index 1f44dce..b2ab461 100644
--- a/tensor-right.cabal
+++ b/tensor-right.cabal
@@ -115,6 +115,36 @@ executable rules-taso-concat
     unordered-containers
   default-language: Haskell2010
 
+executable rules-taso-conv
+  main-is: Main.hs
+  other-modules:
+    Paths_tensor_right
+  hs-source-dirs:
+    rules/taso/conv
+  default-extensions:
+    DuplicateRecordFields
+    OverloadedStrings
+    TypeApplications
+    AllowAmbiguousTypes
+    ScopedTypeVariables
+    FlexibleContexts
+    RankNTypes
+  ghc-options: -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+    base >=4.14 && <5,
+    deepseq,
+    grisette ==0.11.*,
+    hashable,
+    mtl,
+    ordered-containers,
+    prettyprinter,
+    sbv,
+    template-haskell,
+    tensor-right,
+    text,
+    unordered-containers
+  default-language: Haskell2010
+
 executable rules-taso-enlarge
   main-is: Main.hs
   other-modules:

From 3e858e068b8313d32885df3dbe41d290532a136e Mon Sep 17 00:00:00 2001
From: lexu27 <leoxu27@gmail.com>
Date: Sat, 18 Oct 2025 23:20:23 -0500
Subject: [PATCH 20/25] Fixed haskell formatting and hie.yaml

---
 hie.yaml                             | 181 +++++++++++++--------------
 rules/taso/enlarge/Main.hs           |   2 +-
 rules/taso/ewadd/Main.hs             |   2 +-
 rules/taso/ewmul/Main.hs             |   2 +-
 rules/taso/relu/Main.hs              |   2 +-
 rules/taso/smul/Main.hs              |   2 +-
 rules/taso/split/Main.hs             |   2 +-
 rules/taso/transpose/Main.hs         |   2 +-
 src/TensorRight/Internal/DSL/DSL.hs  |   2 +-
 src/TensorRight/Internal/DSL/TASO.hs |   2 +-
 10 files changed, 99 insertions(+), 100 deletions(-)

diff --git a/hie.yaml b/hie.yaml
index 8683628..70bbd68 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -1,218 +1,217 @@
 cradle:
-  stack:
-    - path: "./src"
-      component: "tensor-right:lib"
+  cabal:
+    - path: "src"
+      component: "lib:tensor-right"
 
-    - path: "./rules/debug/Main.hs"
+    - path: "rules/debug/Main.hs"
       component: "tensor-right:exe:rules-debug"
 
-    - path: "./rules/debug/Paths_tensor_right.hs"
+    - path: "rules/debug/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-debug"
 
-    - path: "./rules/taso/concat/Main.hs"
+    - path: "rules/taso/concat/Main.hs"
       component: "tensor-right:exe:rules-taso-concat"
 
-    - path: "./rules/taso/concat/Paths_tensor_right.hs"
+    - path: "rules/taso/concat/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-concat"
 
-    - path: "./rules/taso/enlarge/Main.hs"
+    - path: "rules/taso/conv/Main.hs"
+      component: "tensor-right:exe:rules-taso-conv"
+
+    - path: "rules/taso/conv/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-conv"
+
+    - path: "rules/taso/enlarge/Main.hs"
       component: "tensor-right:exe:rules-taso-enlarge"
 
-    - path: "./rules/taso/enlarge/Paths_tensor_right.hs"
+    - path: "rules/taso/enlarge/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-enlarge"
 
-    - path: "./rules/taso/ewadd/Main.hs"
+    - path: "rules/taso/ewadd/Main.hs"
       component: "tensor-right:exe:rules-taso-ewadd"
 
-    - path: "./rules/taso/ewadd/Paths_tensor_right.hs"
+    - path: "rules/taso/ewadd/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-ewadd"
 
-    - path: "./rules/taso/ewmul/Main.hs"
+    - path: "rules/taso/ewmul/Main.hs"
       component: "tensor-right:exe:rules-taso-ewmul"
 
-    - path: "./rules/taso/ewmul/Paths_tensor_right.hs"
+    - path: "rules/taso/ewmul/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-ewmul"
 
-    - path: "./rules/taso/relu/Main.hs"
-      component: "tensor-right:exe:rules-taso-relu"
-
-    - path: "./rules/taso/relu/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-relu"
+    - path: "rules/taso/matmul2D/Main.hs"
+      component: "tensor-right:exe:rules-taso-matmul2D"
 
-    - path: "./rules/taso/smul/Main.hs"
-      component: "tensor-right:exe:rules-taso-smul"
+    - path: "rules/taso/matmul2D/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-matmul2D"
 
-    - path: "./rules/taso/smul/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-smul"
+    - path: "rules/taso/matmul3D/Main.hs"
+      component: "tensor-right:exe:rules-taso-matmul3D"
 
-    - path: "./rules/taso/transpose/Main.hs"
-      component: "tensor-right:exe:rules-taso-transpose"
+    - path: "rules/taso/matmul3D/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-matmul3D"
 
-    - path: "./rules/taso/transpose/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-transpose"
+    - path: "rules/taso/relu/Main.hs"
+      component: "tensor-right:exe:rules-taso-relu"
 
-    - path: "./rules/taso/matmul2D/Main.hs"
-      component: "tensor-right:exe:rules-taso-matmul2D"
+    - path: "rules/taso/relu/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-relu"
 
-    - path: "./rules/taso/matmul2D/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-matmul2D"
+    - path: "rules/taso/smul/Main.hs"
+      component: "tensor-right:exe:rules-taso-smul"
 
-    - path: "./rules/taso/matmul3D/Main.hs"
-      component: "tensor-right:exe:rules-taso-matmul3D"
+    - path: "rules/taso/smul/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-smul"
 
-    - path: "./rules/taso/matmul3D/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-matmul3D"
+    - path: "rules/taso/split/Main.hs"
+      component: "tensor-right:exe:rules-taso-split"
 
-    - path: "./rules/taso/conv/Main.hs"
-      component: "tensor-right:exe:rules-taso-conv"
+    - path: "rules/taso/split/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-split"
 
-    - path: "./rules/taso/conv/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-taso-conv"
+    - path: "rules/taso/transpose/Main.hs"
+      component: "tensor-right:exe:rules-taso-transpose"
 
+    - path: "rules/taso/transpose/Paths_tensor_right.hs"
+      component: "tensor-right:exe:rules-taso-transpose"
 
-    - path: "./rules/xla/add/Main.hs"
+    - path: "rules/xla/add/Main.hs"
       component: "tensor-right:exe:rules-xla-add"
 
-    - path: "./rules/xla/add/Paths_tensor_right.hs"
+    - path: "rules/xla/add/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-add"
 
-    - path: "./rules/xla/broadcast/Main.hs"
+    - path: "rules/xla/broadcast/Main.hs"
       component: "tensor-right:exe:rules-xla-broadcast"
 
-    - path: "./rules/xla/broadcast/Paths_tensor_right.hs"
+    - path: "rules/xla/broadcast/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-broadcast"
 
-    - path: "./rules/xla/clamp/Main.hs"
+    - path: "rules/xla/clamp/Main.hs"
       component: "tensor-right:exe:rules-xla-clamp"
 
-    - path: "./rules/xla/clamp/Paths_tensor_right.hs"
+    - path: "rules/xla/clamp/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-clamp"
 
-    - path: "./rules/xla/compare/Main.hs"
+    - path: "rules/xla/compare/Main.hs"
       component: "tensor-right:exe:rules-xla-compare"
 
-    - path: "./rules/xla/compare/Paths_tensor_right.hs"
+    - path: "rules/xla/compare/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-compare"
 
-    - path: "./rules/xla/concat/Main.hs"
+    - path: "rules/xla/concat/Main.hs"
       component: "tensor-right:exe:rules-xla-concat"
 
-    - path: "./rules/xla/concat/Paths_tensor_right.hs"
+    - path: "rules/xla/concat/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-concat"
 
-    - path: "./rules/xla/conv/Main.hs"
+    - path: "rules/xla/conv/Main.hs"
       component: "tensor-right:exe:rules-xla-conv"
 
-    - path: "./rules/xla/conv/Paths_tensor_right.hs"
+    - path: "rules/xla/conv/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-conv"
 
-    - path: "./rules/xla/divmod/Main.hs"
+    - path: "rules/xla/divmod/Main.hs"
       component: "tensor-right:exe:rules-xla-divmod"
 
-    - path: "./rules/xla/divmod/Paths_tensor_right.hs"
+    - path: "rules/xla/divmod/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-divmod"
 
-    - path: "./rules/xla/dot/Main.hs"
+    - path: "rules/xla/dot/Main.hs"
       component: "tensor-right:exe:rules-xla-dot"
 
-    - path: "./rules/xla/dot/Paths_tensor_right.hs"
+    - path: "rules/xla/dot/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-dot"
 
-    - path: "./rules/xla/dyslice/Main.hs"
+    - path: "rules/xla/dyslice/Main.hs"
       component: "tensor-right:exe:rules-xla-dyslice"
 
-    - path: "./rules/xla/dyslice/Paths_tensor_right.hs"
+    - path: "rules/xla/dyslice/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-dyslice"
 
-    - path: "./rules/xla/dyupslice/Main.hs"
+    - path: "rules/xla/dyupslice/Main.hs"
       component: "tensor-right:exe:rules-xla-dyupslice"
 
-    - path: "./rules/xla/dyupslice/Paths_tensor_right.hs"
+    - path: "rules/xla/dyupslice/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-dyupslice"
 
-    - path: "./rules/xla/generalize/Main.hs"
+    - path: "rules/xla/generalize/Main.hs"
       component: "tensor-right:exe:rules-xla-generalize"
 
-    - path: "./rules/xla/generalize/Paths_tensor_right.hs"
+    - path: "rules/xla/generalize/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-generalize"
 
-    - path: "./rules/xla/iota/Main.hs"
+    - path: "rules/xla/iota/Main.hs"
       component: "tensor-right:exe:rules-xla-iota"
 
-    - path: "./rules/xla/iota/Paths_tensor_right.hs"
+    - path: "rules/xla/iota/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-iota"
 
-    - path: "./rules/xla/logical/Main.hs"
+    - path: "rules/xla/logical/Main.hs"
       component: "tensor-right:exe:rules-xla-logical"
 
-    - path: "./rules/xla/logical/Paths_tensor_right.hs"
+    - path: "rules/xla/logical/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-logical"
 
-    - path: "./rules/xla/max/Main.hs"
+    - path: "rules/xla/max/Main.hs"
       component: "tensor-right:exe:rules-xla-max"
 
-    - path: "./rules/xla/max/Paths_tensor_right.hs"
+    - path: "rules/xla/max/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-max"
 
-    - path: "./rules/xla/mul/Main.hs"
+    - path: "rules/xla/mul/Main.hs"
       component: "tensor-right:exe:rules-xla-mul"
 
-    - path: "./rules/xla/mul/Paths_tensor_right.hs"
+    - path: "rules/xla/mul/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-mul"
 
-    - path: "./rules/xla/not/Main.hs"
+    - path: "rules/xla/not/Main.hs"
       component: "tensor-right:exe:rules-xla-not"
 
-    - path: "./rules/xla/not/Paths_tensor_right.hs"
+    - path: "rules/xla/not/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-not"
 
-    - path: "./rules/xla/pad/Main.hs"
+    - path: "rules/xla/pad/Main.hs"
       component: "tensor-right:exe:rules-xla-pad"
 
-    - path: "./rules/xla/pad/Paths_tensor_right.hs"
+    - path: "rules/xla/pad/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-pad"
 
-    - path: "./rules/xla/reduce/Main.hs"
+    - path: "rules/xla/reduce/Main.hs"
       component: "tensor-right:exe:rules-xla-reduce"
 
-    - path: "./rules/xla/reduce/Paths_tensor_right.hs"
+    - path: "rules/xla/reduce/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-reduce"
 
-    - path: "./rules/xla/relabel/Main.hs"
+    - path: "rules/xla/relabel/Main.hs"
       component: "tensor-right:exe:rules-xla-relabel"
 
-    - path: "./rules/xla/relabel/Paths_tensor_right.hs"
+    - path: "rules/xla/relabel/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-relabel"
 
-    - path: "./rules/xla/reverse/Main.hs"
+    - path: "rules/xla/reverse/Main.hs"
       component: "tensor-right:exe:rules-xla-reverse"
 
-    - path: "./rules/xla/reverse/Paths_tensor_right.hs"
+    - path: "rules/xla/reverse/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-reverse"
 
-    - path: "./rules/xla/select/Main.hs"
+    - path: "rules/xla/select/Main.hs"
       component: "tensor-right:exe:rules-xla-select"
 
-    - path: "./rules/xla/select/Paths_tensor_right.hs"
+    - path: "rules/xla/select/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-select"
 
-    - path: "./rules/xla/slice/Main.hs"
+    - path: "rules/xla/slice/Main.hs"
       component: "tensor-right:exe:rules-xla-slice"
 
-    - path: "./rules/xla/slice/Paths_tensor_right.hs"
+    - path: "rules/xla/slice/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-slice"
 
-    - path: "./rules/xla/sub/Main.hs"
+    - path: "rules/xla/sub/Main.hs"
       component: "tensor-right:exe:rules-xla-sub"
 
-    - path: "./rules/xla/sub/Paths_tensor_right.hs"
+    - path: "rules/xla/sub/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-sub"
 
-    - path: "./rules/xla/split/Main.hs"
-      component: "tensor-right:exe:rules-xla-split"
-
-    - path: "./rules/xla/split/Paths_tensor_right.hs"
-      component: "tensor-right:exe:rules-xla-split"
-
-    - path: "./test"
+    - path: "test"
       component: "tensor-right:test:spec"
diff --git a/rules/taso/enlarge/Main.hs b/rules/taso/enlarge/Main.hs
index fe0b744..1ea5604 100644
--- a/rules/taso/enlarge/Main.hs
+++ b/rules/taso/enlarge/Main.hs
@@ -57,4 +57,4 @@ desugarEnlarge _ = do
 main :: IO ()
 main = do
   printTitle "######################## desugarEnlarge ########################"
-  verifyNumDSL desugarEnlarge
\ No newline at end of file
+  verifyNumDSL desugarEnlarge
diff --git a/rules/taso/ewadd/Main.hs b/rules/taso/ewadd/Main.hs
index c7a033d..a680ce1 100644
--- a/rules/taso/ewadd/Main.hs
+++ b/rules/taso/ewadd/Main.hs
@@ -42,4 +42,4 @@ main = do
   printTitle "############################## associativity ##############################"
   verifyNumDSL associativity
   printTitle "############################## commutativity ##############################"
-  verifyNumDSL commutativity
\ No newline at end of file
+  verifyNumDSL commutativity
diff --git a/rules/taso/ewmul/Main.hs b/rules/taso/ewmul/Main.hs
index a196406..7ca7744 100644
--- a/rules/taso/ewmul/Main.hs
+++ b/rules/taso/ewmul/Main.hs
@@ -71,4 +71,4 @@ main = do
   printTitle "############################## distributivity ##############################"
   verifyNumDSL distributivity
   printTitle "############################## identity ##############################"
-  verifyNumDSL identity
\ No newline at end of file
+  verifyNumDSL identity
diff --git a/rules/taso/relu/Main.hs b/rules/taso/relu/Main.hs
index ad62359..9f107d0 100644
--- a/rules/taso/relu/Main.hs
+++ b/rules/taso/relu/Main.hs
@@ -14,4 +14,4 @@ desugar _ = do
 main :: IO ()
 main = do
   printTitle "############################## desugar ##############################"
-  verifyNumDSL desugar
\ No newline at end of file
+  verifyNumDSL desugar
diff --git a/rules/taso/smul/Main.hs b/rules/taso/smul/Main.hs
index 5a3e693..54a8f4d 100644
--- a/rules/taso/smul/Main.hs
+++ b/rules/taso/smul/Main.hs
@@ -56,4 +56,4 @@ main = do
   printTitle "############################## distributivity ##############################"
   verifyNumDSL distributivity
   printTitle "############################## commutativity ##############################"
-  verifyNumDSL commutativity
\ No newline at end of file
+  verifyNumDSL commutativity
diff --git a/rules/taso/split/Main.hs b/rules/taso/split/Main.hs
index 60a94fd..2f83166 100644
--- a/rules/taso/split/Main.hs
+++ b/rules/taso/split/Main.hs
@@ -45,4 +45,4 @@ main = do
   printTitle "#################### split0 desguar ####################"
   verifyNumDSL split0_desugar
   printTitle "#################### split1 desugar ####################"
-  verifyNumDSL split1_desugar
\ No newline at end of file
+  verifyNumDSL split1_desugar
diff --git a/rules/taso/transpose/Main.hs b/rules/taso/transpose/Main.hs
index 4e3aba8..bc1a8ab 100644
--- a/rules/taso/transpose/Main.hs
+++ b/rules/taso/transpose/Main.hs
@@ -108,4 +108,4 @@ main = do
   printTitle "######################## transposeRelu ###########################"
   verifyNumDSL transposeRelu
   printTitle "######################## transposeConcat #########################"
-  verifyNumDSL transposeConcat
\ No newline at end of file
+  verifyNumDSL transposeConcat
diff --git a/src/TensorRight/Internal/DSL/DSL.hs b/src/TensorRight/Internal/DSL/DSL.hs
index ee7f2a5..fb8d511 100644
--- a/src/TensorRight/Internal/DSL/DSL.hs
+++ b/src/TensorRight/Internal/DSL/DSL.hs
@@ -1578,4 +1578,4 @@ transpose2D :: (ExprInContext e) => e -> DSLContext Expr
 transpose2D e' = do
   e <- liftInContext e'
   (a, b) <- twoRefsOf e
-  relabel e [a --> b, b --> a]
\ No newline at end of file
+  relabel e [a --> b, b --> a]
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index 4f51710..b23b9d8 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -409,4 +409,4 @@ split1 axis e' = do
   case e of
     E.Concat _ _ r d | d == axis -> return r
     E.Concat {} -> throwError "split1: expected Concat on the given axis"
-    _ -> throwError "split1: input is not a Concat"
\ No newline at end of file
+    _ -> throwError "split1: input is not a Concat"

From 3282deee7692908632d010e93c956c4a4948175c Mon Sep 17 00:00:00 2001
From: jaiarora0011 <jaiarora0011@gmail.com>
Date: Wed, 5 Nov 2025 13:11:50 -0600
Subject: [PATCH 21/25] Use stack config for gen-hie

---
 hie.yaml | 148 +++++++++++++++++++++++++++----------------------------
 1 file changed, 74 insertions(+), 74 deletions(-)

diff --git a/hie.yaml b/hie.yaml
index 70bbd68..241b30e 100644
--- a/hie.yaml
+++ b/hie.yaml
@@ -1,217 +1,217 @@
 cradle:
-  cabal:
-    - path: "src"
-      component: "lib:tensor-right"
+  stack:
+    - path: "./src"
+      component: "tensor-right:lib"
 
-    - path: "rules/debug/Main.hs"
+    - path: "./rules/debug/Main.hs"
       component: "tensor-right:exe:rules-debug"
 
-    - path: "rules/debug/Paths_tensor_right.hs"
+    - path: "./rules/debug/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-debug"
 
-    - path: "rules/taso/concat/Main.hs"
+    - path: "./rules/taso/concat/Main.hs"
       component: "tensor-right:exe:rules-taso-concat"
 
-    - path: "rules/taso/concat/Paths_tensor_right.hs"
+    - path: "./rules/taso/concat/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-concat"
 
-    - path: "rules/taso/conv/Main.hs"
+    - path: "./rules/taso/conv/Main.hs"
       component: "tensor-right:exe:rules-taso-conv"
 
-    - path: "rules/taso/conv/Paths_tensor_right.hs"
+    - path: "./rules/taso/conv/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-conv"
 
-    - path: "rules/taso/enlarge/Main.hs"
+    - path: "./rules/taso/enlarge/Main.hs"
       component: "tensor-right:exe:rules-taso-enlarge"
 
-    - path: "rules/taso/enlarge/Paths_tensor_right.hs"
+    - path: "./rules/taso/enlarge/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-enlarge"
 
-    - path: "rules/taso/ewadd/Main.hs"
+    - path: "./rules/taso/ewadd/Main.hs"
       component: "tensor-right:exe:rules-taso-ewadd"
 
-    - path: "rules/taso/ewadd/Paths_tensor_right.hs"
+    - path: "./rules/taso/ewadd/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-ewadd"
 
-    - path: "rules/taso/ewmul/Main.hs"
+    - path: "./rules/taso/ewmul/Main.hs"
       component: "tensor-right:exe:rules-taso-ewmul"
 
-    - path: "rules/taso/ewmul/Paths_tensor_right.hs"
+    - path: "./rules/taso/ewmul/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-ewmul"
 
-    - path: "rules/taso/matmul2D/Main.hs"
+    - path: "./rules/taso/matmul2D/Main.hs"
       component: "tensor-right:exe:rules-taso-matmul2D"
 
-    - path: "rules/taso/matmul2D/Paths_tensor_right.hs"
+    - path: "./rules/taso/matmul2D/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-matmul2D"
 
-    - path: "rules/taso/matmul3D/Main.hs"
+    - path: "./rules/taso/matmul3D/Main.hs"
       component: "tensor-right:exe:rules-taso-matmul3D"
 
-    - path: "rules/taso/matmul3D/Paths_tensor_right.hs"
+    - path: "./rules/taso/matmul3D/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-matmul3D"
 
-    - path: "rules/taso/relu/Main.hs"
+    - path: "./rules/taso/relu/Main.hs"
       component: "tensor-right:exe:rules-taso-relu"
 
-    - path: "rules/taso/relu/Paths_tensor_right.hs"
+    - path: "./rules/taso/relu/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-relu"
 
-    - path: "rules/taso/smul/Main.hs"
+    - path: "./rules/taso/smul/Main.hs"
       component: "tensor-right:exe:rules-taso-smul"
 
-    - path: "rules/taso/smul/Paths_tensor_right.hs"
+    - path: "./rules/taso/smul/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-smul"
 
-    - path: "rules/taso/split/Main.hs"
+    - path: "./rules/taso/split/Main.hs"
       component: "tensor-right:exe:rules-taso-split"
 
-    - path: "rules/taso/split/Paths_tensor_right.hs"
+    - path: "./rules/taso/split/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-split"
 
-    - path: "rules/taso/transpose/Main.hs"
+    - path: "./rules/taso/transpose/Main.hs"
       component: "tensor-right:exe:rules-taso-transpose"
 
-    - path: "rules/taso/transpose/Paths_tensor_right.hs"
+    - path: "./rules/taso/transpose/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-taso-transpose"
 
-    - path: "rules/xla/add/Main.hs"
+    - path: "./rules/xla/add/Main.hs"
       component: "tensor-right:exe:rules-xla-add"
 
-    - path: "rules/xla/add/Paths_tensor_right.hs"
+    - path: "./rules/xla/add/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-add"
 
-    - path: "rules/xla/broadcast/Main.hs"
+    - path: "./rules/xla/broadcast/Main.hs"
       component: "tensor-right:exe:rules-xla-broadcast"
 
-    - path: "rules/xla/broadcast/Paths_tensor_right.hs"
+    - path: "./rules/xla/broadcast/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-broadcast"
 
-    - path: "rules/xla/clamp/Main.hs"
+    - path: "./rules/xla/clamp/Main.hs"
       component: "tensor-right:exe:rules-xla-clamp"
 
-    - path: "rules/xla/clamp/Paths_tensor_right.hs"
+    - path: "./rules/xla/clamp/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-clamp"
 
-    - path: "rules/xla/compare/Main.hs"
+    - path: "./rules/xla/compare/Main.hs"
       component: "tensor-right:exe:rules-xla-compare"
 
-    - path: "rules/xla/compare/Paths_tensor_right.hs"
+    - path: "./rules/xla/compare/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-compare"
 
-    - path: "rules/xla/concat/Main.hs"
+    - path: "./rules/xla/concat/Main.hs"
       component: "tensor-right:exe:rules-xla-concat"
 
-    - path: "rules/xla/concat/Paths_tensor_right.hs"
+    - path: "./rules/xla/concat/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-concat"
 
-    - path: "rules/xla/conv/Main.hs"
+    - path: "./rules/xla/conv/Main.hs"
       component: "tensor-right:exe:rules-xla-conv"
 
-    - path: "rules/xla/conv/Paths_tensor_right.hs"
+    - path: "./rules/xla/conv/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-conv"
 
-    - path: "rules/xla/divmod/Main.hs"
+    - path: "./rules/xla/divmod/Main.hs"
       component: "tensor-right:exe:rules-xla-divmod"
 
-    - path: "rules/xla/divmod/Paths_tensor_right.hs"
+    - path: "./rules/xla/divmod/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-divmod"
 
-    - path: "rules/xla/dot/Main.hs"
+    - path: "./rules/xla/dot/Main.hs"
       component: "tensor-right:exe:rules-xla-dot"
 
-    - path: "rules/xla/dot/Paths_tensor_right.hs"
+    - path: "./rules/xla/dot/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-dot"
 
-    - path: "rules/xla/dyslice/Main.hs"
+    - path: "./rules/xla/dyslice/Main.hs"
       component: "tensor-right:exe:rules-xla-dyslice"
 
-    - path: "rules/xla/dyslice/Paths_tensor_right.hs"
+    - path: "./rules/xla/dyslice/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-dyslice"
 
-    - path: "rules/xla/dyupslice/Main.hs"
+    - path: "./rules/xla/dyupslice/Main.hs"
       component: "tensor-right:exe:rules-xla-dyupslice"
 
-    - path: "rules/xla/dyupslice/Paths_tensor_right.hs"
+    - path: "./rules/xla/dyupslice/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-dyupslice"
 
-    - path: "rules/xla/generalize/Main.hs"
+    - path: "./rules/xla/generalize/Main.hs"
       component: "tensor-right:exe:rules-xla-generalize"
 
-    - path: "rules/xla/generalize/Paths_tensor_right.hs"
+    - path: "./rules/xla/generalize/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-generalize"
 
-    - path: "rules/xla/iota/Main.hs"
+    - path: "./rules/xla/iota/Main.hs"
       component: "tensor-right:exe:rules-xla-iota"
 
-    - path: "rules/xla/iota/Paths_tensor_right.hs"
+    - path: "./rules/xla/iota/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-iota"
 
-    - path: "rules/xla/logical/Main.hs"
+    - path: "./rules/xla/logical/Main.hs"
       component: "tensor-right:exe:rules-xla-logical"
 
-    - path: "rules/xla/logical/Paths_tensor_right.hs"
+    - path: "./rules/xla/logical/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-logical"
 
-    - path: "rules/xla/max/Main.hs"
+    - path: "./rules/xla/max/Main.hs"
       component: "tensor-right:exe:rules-xla-max"
 
-    - path: "rules/xla/max/Paths_tensor_right.hs"
+    - path: "./rules/xla/max/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-max"
 
-    - path: "rules/xla/mul/Main.hs"
+    - path: "./rules/xla/mul/Main.hs"
       component: "tensor-right:exe:rules-xla-mul"
 
-    - path: "rules/xla/mul/Paths_tensor_right.hs"
+    - path: "./rules/xla/mul/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-mul"
 
-    - path: "rules/xla/not/Main.hs"
+    - path: "./rules/xla/not/Main.hs"
       component: "tensor-right:exe:rules-xla-not"
 
-    - path: "rules/xla/not/Paths_tensor_right.hs"
+    - path: "./rules/xla/not/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-not"
 
-    - path: "rules/xla/pad/Main.hs"
+    - path: "./rules/xla/pad/Main.hs"
       component: "tensor-right:exe:rules-xla-pad"
 
-    - path: "rules/xla/pad/Paths_tensor_right.hs"
+    - path: "./rules/xla/pad/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-pad"
 
-    - path: "rules/xla/reduce/Main.hs"
+    - path: "./rules/xla/reduce/Main.hs"
       component: "tensor-right:exe:rules-xla-reduce"
 
-    - path: "rules/xla/reduce/Paths_tensor_right.hs"
+    - path: "./rules/xla/reduce/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-reduce"
 
-    - path: "rules/xla/relabel/Main.hs"
+    - path: "./rules/xla/relabel/Main.hs"
       component: "tensor-right:exe:rules-xla-relabel"
 
-    - path: "rules/xla/relabel/Paths_tensor_right.hs"
+    - path: "./rules/xla/relabel/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-relabel"
 
-    - path: "rules/xla/reverse/Main.hs"
+    - path: "./rules/xla/reverse/Main.hs"
       component: "tensor-right:exe:rules-xla-reverse"
 
-    - path: "rules/xla/reverse/Paths_tensor_right.hs"
+    - path: "./rules/xla/reverse/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-reverse"
 
-    - path: "rules/xla/select/Main.hs"
+    - path: "./rules/xla/select/Main.hs"
       component: "tensor-right:exe:rules-xla-select"
 
-    - path: "rules/xla/select/Paths_tensor_right.hs"
+    - path: "./rules/xla/select/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-select"
 
-    - path: "rules/xla/slice/Main.hs"
+    - path: "./rules/xla/slice/Main.hs"
       component: "tensor-right:exe:rules-xla-slice"
 
-    - path: "rules/xla/slice/Paths_tensor_right.hs"
+    - path: "./rules/xla/slice/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-slice"
 
-    - path: "rules/xla/sub/Main.hs"
+    - path: "./rules/xla/sub/Main.hs"
       component: "tensor-right:exe:rules-xla-sub"
 
-    - path: "rules/xla/sub/Paths_tensor_right.hs"
+    - path: "./rules/xla/sub/Paths_tensor_right.hs"
       component: "tensor-right:exe:rules-xla-sub"
 
-    - path: "test"
+    - path: "./test"
       component: "tensor-right:test:spec"

From 29aeda08fdad98347b77acabe650838d82df625c Mon Sep 17 00:00:00 2001
From: jaiarora0011 <jaiarora0011@gmail.com>
Date: Thu, 6 Nov 2025 00:03:55 -0600
Subject: [PATCH 22/25] Remove addition lemmas for TensorElemSum

These lemmas are not necessarily correct and may lead to unsoundness
---
 src/TensorRight/Internal/Core/Tensor/Typed.hs | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/src/TensorRight/Internal/Core/Tensor/Typed.hs b/src/TensorRight/Internal/Core/Tensor/Typed.hs
index 2a379f3..d9c1388 100644
--- a/src/TensorRight/Internal/Core/Tensor/Typed.hs
+++ b/src/TensorRight/Internal/Core/Tensor/Typed.hs
@@ -381,12 +381,6 @@ numBinOp op xo yo = do
           case (op, xElem, yElem) of
             (_, TensorElemVal xSym, TensorElemVal ySym) -> do
               mrgReturn $ TensorElemVal $ func xSym ySym
-            (Add, TensorElemSum xSym, TensorElemVal ySym) ->
-              mrgReturn $ TensorElemSum (xSym + ySym)
-            (Add, TensorElemVal xSym, TensorElemSum ySym) ->
-              mrgReturn $ TensorElemSum (xSym + ySym)
-            (Add, TensorElemSum xSym, TensorElemSum ySym) ->
-              mrgReturn $ TensorElemSum (xSym + ySym)
             (Mul, TensorElemSum xSym, TensorElemVal ySym) ->
               mrgReturn $ TensorElemSum (xSym * ySym)
             (Mul, TensorElemVal xSym, TensorElemSum ySym) ->

From 64094e62903ba1bd1cda4a1159c9ccd3d8cc6f71 Mon Sep 17 00:00:00 2001
From: jaiarora0011 <jaiarora0011@gmail.com>
Date: Thu, 6 Nov 2025 00:19:25 -0600
Subject: [PATCH 23/25] Remove incorrect clamp operation with TensorElemSum

---
 src/TensorRight/Internal/Core/Tensor/Typed.hs | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/src/TensorRight/Internal/Core/Tensor/Typed.hs b/src/TensorRight/Internal/Core/Tensor/Typed.hs
index d9c1388..3da0089 100644
--- a/src/TensorRight/Internal/Core/Tensor/Typed.hs
+++ b/src/TensorRight/Internal/Core/Tensor/Typed.hs
@@ -1132,9 +1132,6 @@ clamp mino to maxo = do
           case (minElem, tElem, maxElem) of
             (TensorElemVal minSym, TensorElemVal tSym, TensorElemVal maxSym) ->
               mrgReturn $ TensorElemVal $ tensorValSymMin maxSym $ tensorValSymMax tSym minSym
-            (TensorElemVal minSym, TensorElemSum tSym, TensorElemVal maxSym) ->
-              -- Special case with contraction
-              mrgReturn $ TensorElemSum $ tensorValSymMin maxSym $ tensorValSymMax tSym minSym
             _ -> error "Not implemented"
       )
       (tensorShape t)

From 4d2bb55a7d73000ad05e92e7edbaea48c84eecd9 Mon Sep 17 00:00:00 2001
From: jaiarora0011 <jaiarora0011@gmail.com>
Date: Sat, 8 Nov 2025 19:06:58 -0600
Subject: [PATCH 24/25] Remove helper functions

---
 rules/taso/transpose/Main.hs         |  3 +-
 src/TensorRight/Internal/DSL/DSL.hs  | 47 +---------------------------
 src/TensorRight/Internal/DSL/TASO.hs | 33 ++++++++++++++-----
 3 files changed, 28 insertions(+), 55 deletions(-)

diff --git a/rules/taso/transpose/Main.hs b/rules/taso/transpose/Main.hs
index bc1a8ab..5646b57 100644
--- a/rules/taso/transpose/Main.hs
+++ b/rules/taso/transpose/Main.hs
@@ -2,7 +2,7 @@ module Main (main) where
 
 import Grisette hiding ((-->))
 import TensorRight
-import TensorRight.Internal.DSL.DSL (newSingletonRClass, twoRefsOf)
+import TensorRight.Internal.DSL.DSL (newSingletonRClass)
 import TensorRight.Internal.DSL.TASO (concat, ewadd, ewmul, relu, smul, transpose)
 import Prelude hiding (concat)
 
@@ -15,7 +15,6 @@ desugarTranspose _ = do
   s2 <- newMap "s2" rclass
   tA <- newTensor @a "A" [rclass --> s1 @@ "L", rclass --> s2 @@ "R"]
   lhs <- transpose tA
-  (a, b) <- twoRefsOf tA
   rhs <- relabel tA [ByLabel "L" --> ByLabel "R", ByLabel "R" --> ByLabel "L"]
   rewrite "transpose(A) ⇒ relabel(A, swap)" lhs rhs
 
diff --git a/src/TensorRight/Internal/DSL/DSL.hs b/src/TensorRight/Internal/DSL/DSL.hs
index fb8d511..9f97eb4 100644
--- a/src/TensorRight/Internal/DSL/DSL.hs
+++ b/src/TensorRight/Internal/DSL/DSL.hs
@@ -73,10 +73,8 @@ module TensorRight.Internal.DSL.DSL
     newConstMap,
     newConstMaps,
     combineMap,
-    transpose2D,
-    matmul2DHelper,
-    matmul3DHelper,
     twoRefsOf,
+    threeRefsOf,
     Padding (..),
     ConvConfig (..),
     ConvPadding (..),
@@ -212,7 +210,6 @@ import TensorRight.Internal.DSL.Shape
     restrictAbstractShape,
     toAbstractShape,
   )
-import TensorRight.Internal.DSL.Syntax (ArrowSyntax ((-->)))
 import TensorRight.Internal.Util.Error (assert)
 
 -- | Create an integer element from a tensor int.
@@ -1537,45 +1534,3 @@ threeRefsOf e = do
   if length refs == 3
     then let [a, b, c] = refs in return (a, b, c)
     else error $ "Expected exactly 3 refs, got " ++ show (length refs) ++ ": " ++ show refs
-
-matmul2DHelper ::
-  (ExprInContext lhs, ExprInContext rhs) =>
-  -- | The left-hand side tensor (shape [M, K])
-  lhs ->
-  -- | The right-hand side tensor (shape [K, N])
-  rhs ->
-  -- | The contracting SI maps.
-  [ParamDesc] ->
-  DSLContext Expr
-matmul2DHelper lhs' rhs' contract = do
-  lhs <- liftInContext lhs'
-  rhs <- liftInContext rhs'
-  (_, _) <- twoRefsOf lhs
-  (_, _) <- twoRefsOf rhs
-  dot lhs rhs contract []
-
-matmul3DHelper ::
-  (ExprInContext lhs, ExprInContext rhs) =>
-  -- | The left-hand side tensor (shape [B, M, K])
-  lhs ->
-  -- | The right-hand side tensor (shape [B, K, N])
-  rhs ->
-  -- | The contracting SI maps.
-  [ParamDesc] ->
-  -- | The batch rclasses.
-  [RClassRef] ->
-  DSLContext Expr
-matmul3DHelper lhs' rhs' contract batch = do
-  lhs <- liftInContext lhs'
-  rhs <- liftInContext rhs'
-  -- Get the three axes from each tensor
-  (_, _, _) <- threeRefsOf lhs -- B, M, K
-  (_, _, _) <- threeRefsOf rhs -- B, K, N
-  dot lhs rhs contract batch
-
--- | Helper function for transpose2D.
-transpose2D :: (ExprInContext e) => e -> DSLContext Expr
-transpose2D e' = do
-  e <- liftInContext e'
-  (a, b) <- twoRefsOf e
-  relabel e [a --> b, b --> a]
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index b23b9d8..4b21d5a 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -32,7 +32,7 @@ where
 
 import Control.Monad.Except (MonadError (throwError))
 import Grisette (SymInteger, symIte, (.&&), (.<), (.<=), (.==), (.>=))
-import TensorRight (NumBinOp (Add, Mul), ToElem, concatTensor, posInf)
+import TensorRight (NumBinOp (Add, Mul), ToElem, posInf)
 import TensorRight.Internal.Core.Tensor (ToDType)
 import TensorRight.Internal.DSL.DSL
   ( ConvConfig (..),
@@ -47,15 +47,17 @@ import TensorRight.Internal.DSL.DSL
     combineMap,
     conv,
     liftInContext,
-    matmul2DHelper,
-    matmul3DHelper,
     newConstMap,
     newNonNegMap,
     numBinOp,
     numBinScalarOp,
     pad,
     precondition,
-    transpose2D,
+    twoRefsOf,
+    threeRefsOf,
+    relabel,
+    dot,
+    concatTensor,
   )
 import TensorRight.Internal.DSL.Expr (checkMapHasRClass, getRClassByMap)
 import qualified TensorRight.Internal.DSL.Expr as E
@@ -129,8 +131,12 @@ transpose ::
   -- | The tensor to transpose
   e ->
   DSLContext Expr
-transpose = transpose2D
+transpose e' = do
+  e <- liftInContext e'
+  (a, b) <- twoRefsOf e
+  relabel e [a --> b, b --> a]
 
+-- TODO: Semantics of enlarge should be implemented in TensorRight/Internal/Core
 -- TASO's enlarge operator!
 -- Split policy: low = floor(d/2), high = d - low, where d = max(s, k) - s per axis.
 enlarge ::
@@ -199,7 +205,13 @@ matmul2D ::
   -- | The contracting SI maps.
   [ParamDesc] ->
   DSLContext Expr
-matmul2D = matmul2DHelper
+matmul2D lhs' rhs' contract = do
+  lhs <- liftInContext lhs'
+  rhs <- liftInContext rhs'
+  (_, _) <- twoRefsOf lhs
+  (_, _) <- twoRefsOf rhs
+  -- TODO: do we need to check the length of contract?
+  dot lhs rhs contract []
 
 -- | TASO's 2D matrix multiplication operator
 matmul3D ::
@@ -213,7 +225,14 @@ matmul3D ::
   -- | Batch RClasses
   [RClassRef] ->
   DSLContext Expr
-matmul3D = matmul3DHelper
+matmul3D lhs' rhs' contract batch = do
+  lhs <- liftInContext lhs'
+  rhs <- liftInContext rhs'
+  -- Get the three axes from each tensor
+  (_, _, _) <- threeRefsOf lhs -- B, M, K
+  (_, _, _) <- threeRefsOf rhs -- B, K, N
+  -- TODO: do we need to check the length of contract and batch?
+  dot lhs rhs contract batch
 
 -- | TASO's 2D matrix multiplication operator
 tasoConv ::

From f6c7574067591c7ac0228d615655d5eb494b2c6a Mon Sep 17 00:00:00 2001
From: jaiarora0011 <jaiarora0011@gmail.com>
Date: Sun, 9 Nov 2025 00:35:18 -0600
Subject: [PATCH 25/25] Add checks on number of contraction and batch rclasses

---
 src/TensorRight/Internal/DSL/DSL.hs    | 14 +++++++-------
 src/TensorRight/Internal/DSL/TASO.hs   | 17 +++++++++++------
 src/TensorRight/Internal/Util/Error.hs |  4 ++++
 3 files changed, 22 insertions(+), 13 deletions(-)

diff --git a/src/TensorRight/Internal/DSL/DSL.hs b/src/TensorRight/Internal/DSL/DSL.hs
index 9f97eb4..1ce3665 100644
--- a/src/TensorRight/Internal/DSL/DSL.hs
+++ b/src/TensorRight/Internal/DSL/DSL.hs
@@ -210,7 +210,7 @@ import TensorRight.Internal.DSL.Shape
     restrictAbstractShape,
     toAbstractShape,
   )
-import TensorRight.Internal.Util.Error (assert)
+import TensorRight.Internal.Util.Error (assert, tshow)
 
 -- | Create an integer element from a tensor int.
 intElem :: TensorInt -> Elem
@@ -1521,9 +1521,9 @@ twoRefsOf :: Expr -> DSLContext (RClassRef, RClassRef)
 twoRefsOf e = do
   shape <- shapeOf e
   let refs = HS.toList $ abstractShapeAllRefs shape
-  if length refs == 2
-    then let [a, b] = refs in return (a, b)
-    else error $ "Expected exactly 2 refs, got " ++ show (length refs) ++ ": " ++ show refs
+  assert ("Expected exactly 2 refs, got " <> tshow (length refs)  <> ": " <> tshow refs) $
+    length refs == 2
+  let [a, b] = refs in return (a, b)
 
 -- | Helper function to get three aggregated axes from a 3D tensor.
 -- Useful for 3D batched matrix multiplication.
@@ -1531,6 +1531,6 @@ threeRefsOf :: Expr -> DSLContext (RClassRef, RClassRef, RClassRef)
 threeRefsOf e = do
   shape <- shapeOf e
   let refs = HS.toList $ abstractShapeAllRefs shape
-  if length refs == 3
-    then let [a, b, c] = refs in return (a, b, c)
-    else error $ "Expected exactly 3 refs, got " ++ show (length refs) ++ ": " ++ show refs
+  assert ("Expected exactly 3 refs, got " <> tshow (length refs)  <> ": " <> tshow refs) $
+    length refs == 3
+  let [a, b, c] = refs in return (a, b, c)
diff --git a/src/TensorRight/Internal/DSL/TASO.hs b/src/TensorRight/Internal/DSL/TASO.hs
index 4b21d5a..b57d6ec 100644
--- a/src/TensorRight/Internal/DSL/TASO.hs
+++ b/src/TensorRight/Internal/DSL/TASO.hs
@@ -64,6 +64,7 @@ import qualified TensorRight.Internal.DSL.Expr as E
 import TensorRight.Internal.DSL.Identifier (MapIdentifier)
 import TensorRight.Internal.DSL.Parameters (ParamDesc (..))
 import TensorRight.Internal.DSL.Syntax (ArrowSyntax ((-->)))
+import TensorRight.Internal.Util.Error (assert, tshow)
 import Prelude hiding (concat)
 
 data Activation = Relu | None
@@ -208,9 +209,10 @@ matmul2D ::
 matmul2D lhs' rhs' contract = do
   lhs <- liftInContext lhs'
   rhs <- liftInContext rhs'
-  (_, _) <- twoRefsOf lhs
-  (_, _) <- twoRefsOf rhs
-  -- TODO: do we need to check the length of contract?
+  twoRefsOf lhs
+  twoRefsOf rhs
+  assert ("matmul2D: expected 1 contraction rclass, got " <> tshow (length contract)) $
+    length contract == 1
   dot lhs rhs contract []
 
 -- | TASO's 2D matrix multiplication operator
@@ -229,9 +231,12 @@ matmul3D lhs' rhs' contract batch = do
   lhs <- liftInContext lhs'
   rhs <- liftInContext rhs'
   -- Get the three axes from each tensor
-  (_, _, _) <- threeRefsOf lhs -- B, M, K
-  (_, _, _) <- threeRefsOf rhs -- B, K, N
-  -- TODO: do we need to check the length of contract and batch?
+  threeRefsOf lhs -- B, M, K
+  threeRefsOf rhs -- B, K, N
+  assert ("matmul3D: expected 1 contraction rclass, got " <> tshow (length contract)) $
+    length contract == 1
+  assert ("matmul3D: expected 1 batch rclass, got " <> tshow (length batch)) $
+    length batch == 1
   dot lhs rhs contract batch
 
 -- | TASO's 2D matrix multiplication operator
diff --git a/src/TensorRight/Internal/Util/Error.hs b/src/TensorRight/Internal/Util/Error.hs
index 5021d39..69e94ce 100644
--- a/src/TensorRight/Internal/Util/Error.hs
+++ b/src/TensorRight/Internal/Util/Error.hs
@@ -8,6 +8,7 @@ module TensorRight.Internal.Util.Error
     ErrorEnv,
     assert,
     splitWithError,
+    tshow,
   )
 where
 
@@ -32,6 +33,9 @@ assert ::
   (UnifiedBranching mode m, MonadError Error m) => Error -> GetBool mode -> m ()
 assert err cond = mrgIf cond (return ()) $ throwError err
 
+tshow :: Show a => a -> T.Text
+tshow = T.pack . show
+
 -- May introduce this into Grisette library in the future
 splitWithError ::
   forall a. (Mergeable a) => ExceptT Error Union a -> Maybe (SymBool, Union a)