From 9e6f0b00a21809044915ec2eef19c9f0a1619c50 Mon Sep 17 00:00:00 2001
From: Mattk70 <email@mattkirkland.co.uk>
Date: Mon, 22 Jan 2024 00:30:17 +0000
Subject: [PATCH] * eBird filtering works with chirpity models * New location
 filter option in UI

---
 img/location.png     | Bin 0 -> 137315 bytes
 index.html           |   1 +
 js/BirdNet2.4.js     |  11 ++++-----
 js/model.js          |  55 ++++++++++++++++++++++++++++++++++++++-----
 js/ui.js             |   2 ++
 js/worker.js         |   2 +-
 v2_model_config.json |   2 +-
 7 files changed, 58 insertions(+), 15 deletions(-)
 create mode 100644 img/location.png

diff --git a/img/location.png b/img/location.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ae4264749721e1794f7d729e2d5c97abf685fa3
GIT binary patch
literal 137315
zcmeFacU%-#_Xm6d!C0bC)L5c|(E%)!rLziRmyu>+01L8o6$D($ic(fhG{!!w6cI47
z55=_rQj|3&>O=&MSw#UcaTSBI=prK0-g9S-lJ)m{-n@Uj|NZ<tQI@@P@42UZPr2vL
zvwfla{LlM;)gK}BIq5uSF+u|_;Qv0;gWs(CvNaz5=@;d^G#Y+66#u7%4jvkbQ2%YK
zJ$+()++3#yMy@sU4~h&3He0_o3PvO3;Iux<KQJsfW?VpU=;{c^@y(^><HxNIavbk%
z<HmD~njO4qwetpH@RAMgo`D;}0{KDXou-d-SU(jeSQ{MUKW_cn@QCQC>mA2)^G=1I
z@vqItkK=~KggK6%i5DE_<F;_z>_}noI9oHGX&{ehHO`K2W?^e>V`*nH&XQ-zGq-^M
z*_c|`O|`b4YGpa@{h#r$nlLD2>f$-`-me9p9LKMUiHVwOZY~mu%tTgZk-|`O3qGH3
z&a*VPv^0egrqS^cG5+gKBcdn#J;R*f=s@A>sF>A}5##WT{sED(F^=PbQuP+rMtztz
zBKkd>fMMqA{iDn+%y@W9e-CtX`|m^7uKh4NI%aMhtn!}T|8e4I&-kcd^Tol@k+H(S
z;JI<Z5it|~UMy-=WK3lAs>uI^whv$bgTkP|4+}=c3d1?}1O=K0hX=2PxuapM1xH`h
z)Y-yd|CmUjXJlmf--25B_ln~zEzK;(P4r$J5fmwko`flS|3L5@|CnIM@gOw|Q=WyX
zg@q^2a;lZpRG#e=_<_e$4|M}Q2=b5d|968UgI0&c|C^z1Zd1vK=otTqz+iHY<9Hy-
zZ1w7(sXPmReh`mmXUem(v@*4~wzf324-N`8wF|Ng2)4Db2($}P(*@7Zi42UzoWRek
z)ix+H5a#&6&8Z=_0fDx5Fp+IwaFD5epmm68K#)a%sf~4@f1q`cwUtFkFt<yX%|o~v
zEXO~*_pF$zAeb>QB-qm0*5BIHD#+j8Gyu=Tw-2^7<y!|@h1l6y1O|jyjUV@M-Pw`h
zkwUk~AmHvleoxMxy-*k#vN{~Th+aH@);MzRY+DPyt*t4@X#BXKz^NgT!nOXOXsg%y
zhX$KRMTBCt2Qq*_=he|5<M{W6v?O@l`=7#BkK?p+s(&Ch3diw*SQ~<a#=rmd>i>bw
z|87I-X+^7oVbcGiCF)_(ks&c6e_`;<P!P%gs}`F7Z^TFY$NhKG|DA^X|490Kwg#^9
zj|dG0gf$<JH)D>mNG%j|O?iD(jK7s@Ca67@X7qbD%<>QYz>w+lX3nyiGtbh_(%#z6
zW~SX-YkNy8{+zjd+gY>bS@Y*vtJex&{qc$aS^IfGw)T8ppp|I=Kg7z^CfJ&9>Teff
zVHy(T9};41ZxLt}Z1HdBvasL<@`D2dOap8}f=w-gtl_6X`#@7mJDXshzrP(X#NO`T
z&Shz9XKx>5V`Um_6#|~ZBG}H9Z^;iZ_2>KB+gtPeEiJ74|Lt7XHX(L=`#>90J8Mg8
z(_ni{m%T-ZX`r2rML+;Q$im9{U(aP95MU8xX9I{6z_&H!g;-md`r86=!8Sp`mi|FJ
zix6Aee@j=Om485Rh-IK@FrOcY_sBQp2igRi`dbBA`UeN_toQ-{nqMKdb^-ntR<Nl6
z5CGrKI?&Xg$G0)%@oYdW{vhJOkbg^8NML|<aDauiX+S`bjcI_tb+BoGg)N5LAb*~H
z0H}sN|I@kt#z6}nFUUVIz|z!)XJcdPA7E{5>K|emWNHx-2%F+t1lscc%hT38zO`Mj
z1rNa79?;kdP}H6mU<Z>~TLk#qSzFlzS^e*8+gkGi{q5}ROs#Egc%UmF9eyAmn8FLO
zv$V7c39zvZ{x47St!yoWK*_9lftIF00oFmLpd5jwHi01_w*FRuR-nQE`_uM8Fvi|L
z5T3U1H?;_`=9vcA*#w#fSXtWGW7+Vn{>#4kcK!i@7QyzWR+ju=(;$CqTTlagds90L
z;3YrUB7|=l@V~Dez_Sdt0yk#r4{MqF`&-+9wFFt4+E@kp13C7AA^)J9!yz@CnE!X&
z;YRj~rv3&o2+{D5A7VrJ@FBVkjsU<DLhKlJZ2B#v{rP5c&P>ns4_?$IclNZcXnxhv
zaV{}5qbqCF;H_!9Ms2;bm5tojxqH@ji6rjO;<2|U6Hop#X@Sv+VL#0Kv3*g@)-mBm
zPP3NSpXl5$CR}kX<z`Ysr9pGmgVe5f-EYfQX5Z`Ry0p?fwdzSrSAL|KukuxOTWQtJ
z7OUlceuKHNSN&IbfepmTAO7%kwM8F3AY?T2(V&kXWyEK-S|2~A_1QG-<0m8;7uEOU
zN5POj%8#Fr>t@;5j~~V4e=g{J{K)I~e~SV){*S$CmH0nJ;`s1?Cd0Ae|G<G`!~ZvM
zcw?=_+j>7dqz``9b}r>Rg)N}RNMFS_?=omEc=foesN;ER*ZS;TJ*_&n)BWCrNrK8N
z48FNvSa-Tc^ti$MiFoW=r`FNlEl#Bb8$a6VQq<!K<fZf=NA?%8JMr=9%<@;y%QF?r
zM?3Yrx!TZ_+?lt_AUW`{U-M>V_wnRwuxQ5W#KgMK5E{7Vsa>XQ;<b64Bav-oO5*6*
zk})ZYy}S14SnatwxK??sZ{ocw^NzCAFGauJv)c2}yyNXVs`G8wXoCi$_Qqg?x~{cD
zwGm3a{goEtS#O%gt32}s=RQo1F%KrREbMwo+;b7u?W)=qq<_YMR!kjjklJOl>0JQd
zob@j3c-t6f&_J{=rp=Ap1L)|IjxiD~BvbwN$!z<XspHts=`s5h?}{B(mM1-(xiMHj
z&miSzr%wNksX_Xek}X<ZcHJPm{hpd%X}h||DO=G}mw2fdA;FndyAT?AP&RgCL$%sR
z8vVe8q?Z>aZE2dmyZY^lny&RuVHTSsgY+*ZM?7v3^}KB%FICrFN&|m7^amSlBv_>_
z5*!Mg!1>UTbE&*weWpI>@#Cwb4QhH4%w5jRxRj|lM^2Y0{OpoCPXps!pPFCx3pavw
zx83~=iGS!<yJ_9-U7VX0-0_reB6qtATXt31-F)(O$1Xbj+>j}X-w40!Pi}Yg+*dwc
zQkS@UJ5b*83FUDMsIdp*Wl1d+I&Ye`yqRs<XWEN0BD>OIeSLRJkDIDkdFl5#2uUBG
zp9kV~do*Zgbhz5rdoQGFEC=6>+^0w(cRzfa;7RM4_Sw=AM|(shB#dXBA``lUM9Ehi
z5Q>_+Yyv`CjiUNq<=b-3U+^s@pNZK%*KF{E$b&&111=L?<wVc<SFfsS61!bR9e+a6
zZ;DG;A0)fgM=7&^uTi;T=D{@9f{e&iR5wkpmra#gSGuV7kkc=9%@-x#wnivdJMRmG
zW)Hof^LWf?E@F|+Vb<&+=08<^*L8Mp*L5On_~rwz<%Gcvhol}K`kW-;d}(>eR|utS
z*JP~ELMpZi_)@dBZCyBhF;C}(xXP$Kir%y0&F#9LHNz1ae&Ca55EZ-Xl2uT-FMZ@s
zDozlcXj-G&oZk0k_A})UR~;n#eYJ-2h_|0&X47M`6;5jtrkk-}q-YghFOnoUuzl$S
z9=nw6K2vIL`#C~Oe$-T)!iALYG`7iV@cnYp<HyHSw2YLSEBw~?%%IDw95(a>iTu{U
zz6!tBq;VukHKi*G)91gq7MW0M$sUXq8%C{sdZwd3RR2=>=~Aai*xJ=kmeX5I-6Mt9
z2xFt-B~Sf3E~RLBT^~W0nX~C+rL*b><)vFDpdvFhWfs1fS>_^iHQRH)dB0-f4V17g
z(ztygtd{=jSBNMxoHZYKv6*>b%=ROd2X7pC(`Bk7y)!*qagls@@zuIG*b>kdm!i3)
zYAvcD`RUgkb##Is{a6xyZlLUVM-kD?I>aS=(B;j_9XGX+%;pnN@&1v?mnh7N9ae$B
zY;K^P%H`z4)Eh_ItV%oT@gt%;n#e&ije7}^o3NP>c?hTEAlKjKl9daD8)#98ewm*D
z$kQ|xDb1{@ukZ^g52ZK$GN1|VXgoXOVSRf1>+ZI?#4}3~^4g=hAFo+d(*ead6@hOy
z8Wji9Yg4p*rZyPI-@AJ4FS7fGQgfRD0BV|~$$n#)K)TkBZ8I)jPABGSONEzcMY3W1
zM!HDU*5Ia%q=!DC&6;U^M6|gJ%ZWBp_zi{LnuUf=i1Sd1>bjbZw2;prP22VHp$g{H
zLxt^AnywiyJvR_dd-fC2?4~NL*wU8#EW+=wHu72c$wL#V*o#D4{o4!P^p;$0nGqm#
zIjMR|B-hmW+4V!RKW}O9S$33?o3LYP2f^dVgS@l^eMW?Kmvm%E$_h%WY~g|Pnsy`*
zGHZH>HWoygOkc^<mJRQ4wGC(^nqMd*)B7O7GR>{?`cbh#X3598^2x%by5jBcyl4>-
zzl64n6=lHq=btR#;;E(xfZ7Wvnwfb(ahfhW1N8Jovb&#bU=_1wIb9m8f8NQS{T%3_
z+hZ_2p)qZSz}Qc5T#uqU42%7qF6tO;#J@fn<$f0}DVx;tsH>^2%TxlUHDA+GGV+;0
zr0Nzi*aft4BkbWzQ4(Eb81GBliQ3{}k?Iwif~X!=Gq-7vv+y*rahWd4|6P~tHe&sZ
z_<5z}5kru;?t})&h<&}NdpA1|yxC?{96F~7NzZ|2Y9d!=$G_;NfT$N=Y2xjR{Y^i<
znNJjNq-}DL?Dz$H_Ahc}s^aqi5fWz}(VRZalj>{S{sXb+`;%kQ)u?qqetQcM`9j&^
zs*R#rHDwlcjA?v8>Zd7glgf-Bb66nd!Z<dAK6FrVvo7%m5~2K0@TBJlrV#VhyufK9
zTac%XB&uCRq^l~FbO&63Wq6vK7W_iVm(iuh@j>)9V}A8yB>hjNo9Z2L+Fg~UeDjM9
z5**W14xdF-Y!2a+rMO1#pNj-Pbh*$@ZYoCEy`PW7)KQIX3%>P~$4VTgvS6+c$0O<f
z$_j@#r-IV*fI&z=X*y{iAypuv`v!L}>qwNmSp6mP={LeKK8*Gz;=@FKtA-#!`X}Vf
zqHJ7*0a%xe`L|#Lzjd3kr^uD}>q66Xkk33#wMcQM>Uiv9y0d|>EBFjW8Fo)%4Gi1w
zD7$H(KUgzn5nQI^D@pzRidW<%C-xwP#AC7OLi9_^3&30TL(=P-k~2BUOtob_i1t^+
zwq<=#_2+&IR42&plchcE7$h678K6mLFpXkj&#w;QPQV};dYG!%BRTY-uHL#Yl1}_&
zaxqg9O=mAqeMfZo^g$yp$CKSAtU*j$-<w*<HB$p!#oHgO&+9rvX6;q@>_BMwv)N?#
zI5wxWBOw~x>?g7cU>e_6_=P10(TS$o$o0CNq--*KqoiZPQ-qGs(XdHbA5VEVseeFm
zlqfp)8Iq#ud)srA$x2Fu1pPJ14*!9fYSwb^L9z*(G+YY}zhx)sB<Uq39YbO2PyDuc
zA0;m&oc1eDNDi&~0tvPs%2ND7KK#8d6+}8xqPfX^p7K_!<h-sE^olCr;E;}RdI{aR
zNR%B2IyO*K0rb2mW25$TfReK}VRZju9#)syIs;x`#3M9qT<0W{NIOh!k#^Yw0~NVM
zdA8zr2mnBmA(~!Ex}9nKuHwj>YsUPa$0OwZ@(E#13Kxiy@8i*$9$DItY5az8N>zM8
zzL9<gF1v)shS8nwqT~t~uKYwzcHrP{u$!udREB?n#J+JG=z3ChuP*Tv=&kQ3dTUI{
zwa9K4+Ssu8%v?y8ZW>F<c<dCl=%>xr6y_j?fe>O%asu52qUWV0yQt0*<@f6RfGg4o
zn&Mosg_$~?T_SO?W)H&T^P(5g-iGaY%IP&gx?FRoQHIQ#6h&Xl!8OexK)GpK3Q>N)
zuBT=gk{!?-E6rpcq$u{KZ)>^+wj&T$x~e)cNV<S}ub8Jn^$ePMV9pMuJ6F&XOn~b6
zY**E0;`9sUfC??7i7j5sC|^6a$|yd7-U5TAQJ3~BM3S<j5EBnVKE4`iB0k_r*)34H
zkou`Xksx`KveU+VLv}z($BJkqYt$q=7m}>0pd{Dm7yhutV=c{OcPQN;Y8wHR<Y;nR
zI)rJwKo}dh|3P%~z;rsz7N}H2xx6kL{HuwRh7QUW=P=WZ+Mf`E&+8%Cf)awwHf}el
zODyCgLA)j$rYxrF9N9Z`?F|TsiKQN@t3>(3Is-iKAN4N^aBAcFF|~0y#wb%2-jdqe
zFnYze<qK3{vqZ?pOp_VMq+b*|S+V`@LT1&sU!9g<yC!#sAC!(oVz+TIeZ_`{HGF`N
z^G|UI>EZ8mk86Gh;Zj@0l{ckJb&z<|XE3#v=9Y$U##5WV+)8*nSDtgzLU%O1SlW4}
zB#;g@E<Ry{P__1Ra^(TV(z>qIAgOP9j_2Ve1s~JUw4+Rk8y#vGFNM)*;vICEL(8p;
zpkH@1eRdj1)sj7J+`f<Kz6HGheZ^jdA(?fjuHm2#I<6^I9AzCLJX};mIfF(+Aw;QP
zp!!MKeGnw|Nsv|ONsUcWc+;Jp^hGc^+2-~Ibc130MP+vi9<IsY!Z}n^s^S#cy^#)E
z-Uo?w+uDgLXVv$RwT?l&>6$uo5<;@4rwg1M*;qU|-M*fdly;aNN8)vw{GGRmI!6rl
zP&v_KRzpUaQd@5rzebcD-2c<aO%O%J77<k*s*6|?e(9V``!y;(GPKdwV;XWD=}L{w
zP!y9%w?MOUr8^{@GikqOrFpsz+Nz0F)iG4;6{2c^>H^XINEe~#hTv{L)YYWsM6@Qo
zwr*-pBz?_J2VWwd(prpd>74S-+(oFG(A3>JFDi`G&rsYa^CMw<)nA7iwl~*xty}^i
ztBK$*QkasB0IR}7pc;bIGFz6d>oNzX`D&_MwILPj3G(8UNKoXPrkG1+)z#GlT)uG7
z6o&gLW{bpO0-Maa93(wedH-$K8-uvEU!Fod@yXO*Qw5>4u~B>oy#-{4w!HJ9jbqzN
zUA53OO$3bE#WX%7SMFDg41+@Z$(0$3Np)RIVQX^Dt*to5yvriYomC6*$dq<38j44G
z9E%_Qs>$N~!^|5up^!d7+^+#o#_QK}Pyw7s1x`%SbW91`n0Na?CxqW%p3&|es-xfs
zhM_3F1{-G3N0|r-U~cVA&<S3ADiObq_G?m}&d@=)&@#~D12D<H&jF5gZlEO`o+6)#
ze(tIP<VtznC0T#j0?oZmVVDpy$$@Q=i~$FOd{#BPtNcnk!j~W^qv5(_{ULLdlv%Ue
zL4(D|)~%yQ0Ha0Ok%N%eE{(v#2LzE!hZ?otCpJQ?g;IWNkaVsPl|LMYa))SaPCA}x
z{35;lsSlp^z{^6SC$F?;&m`odtD%nqmXhC;lo9O3JgAXPY50k#a#PhRFUiIr6D!S0
zk1}hriE>&oiF|VwijKMGJ&gIMN<Hj!(TxQfzR=_crbI-i8WpF57{pCwmMqx&3gAGv
zCI^O`Vy@6-<JiDlAYjF}(Gmwfn;lnV{;Rgs`jfFInWgl#5d9*90AQ@3F9c#omEGrI
zUwWGRf<So@=}rngK)=wmzcyooUS5~DkB@wUG{?@wL3P$a#cDD?7|&}5MWCT29Rq>f
zlbR%GGt5v)nF(tFoJF?m20E4C7nfF9^+f~P>?|?IbUxO=)WLKWshWeS&}k2+vtKBS
zGPK2WHH$pM=TLQaY>z9aw&E`!8qIE2o=%66n(oVp%ROsI{V=Fa34(ec;wbIdbsPyA
zHA(%3lFybLq7_ki@#W8cC!D}lq-l#!Y1+(CPimVnX#ck5a9o%M*>7jKsQl_M<hoBo
z1=G@)4X&V~{GY*OWPLJI6x-{%beABWp(aZ~|MbX}DT;2)CL?7SnN(8hx3)hzK1)MU
zTxU>@w(Jgi%qqN{O=VxR9<gnF*iMcH3W!ZTse3M}--yA5dQcZVT<IoU%qf4kp{AbB
z#maxJX`2sh$4C1#2@ufz{UlV~Uz5rpDmIfiLBwCcN@{qA%(_(<X`zb(H7$Aq!)y!c
zUeoah-c3sN4M}GLR9J_hopUvIv-2=BXo0Gf)DOhFnVVq729|bY!frI<eu03BZ6;1T
zFUB)^RcxR~5b?_(ryPXzx-xcSwr~1aX&&iJHDzM&br-Y!`;Jw#!E@yvP>vro+_G59
zQ@)N|naSZVB1kh=K+O@cMdo@s(!Vs-!-!!D2oF+~3l$82lSlmlE31{=n}JcTnv9Zo
z%6Cb?h<!0iL=`|zOV)KQ1N&I|$*d=tYZys&usKVwbX&6?qBc8Mtxr>k(jTCRB3wWl
zV0p^S+Fj}SqP7k^QnR8{dXiCQDJU{R09+N<2}#<I1F4_Kpcnl$g)d>&R1sCK5G&t>
zxEe`UKRlqgR?;y5gb=E!Qke@WJ5qI!5S_&&jDw<`aY=_YY|Bb>Tab_#kdTA)#X2R3
zGIv+)2ap_wUVNspe$?m8nsUN?fodq0>`3{1i30<LDqVC>ow43^g<qra0;a^59z3rW
z&i$odf*WeiY3z3#e^YpH1b4zP0(t<%Q*bN<2OxYk;L1{_*{~jQZFX*2pQbAH$8b&R
zdt$H@@8xL1RCWTS%E!^8Qf}7|4)%lD#b+paCY?b183#X4f@m_GilrxUU&LR=$13YD
zLj!^HVp!J0U3Ca*RiGIHmAjitQrG3S1ntG&i~snjnqDiZv9#jLS8Jf6Ec>xNhMphO
zHs4iC%mGJUI^NO9WmMfHcK-MX=v(laGvA1Rj&ZkyxC&00%(>G7_!|-l2B6*8INqIh
z#8HOyC1^2t?y6xZhtx2#DJQs{t}g&m1@}9nX@f>(vbFB}H0Zp#(;_2}ad%ej`>qDm
zFy;1b@}VEK#~QCHy<f&TcK90{-Vr7%P4O+%A+cEh>WZNK@Nt2b^eYVokiN$CFLzRf
zBO8>vzs)dyj;Lr7O3BuM$Q0PE11{`gTSZg;f|TukU9+XGOsD}WxM;kMh@bo3QhqZd
zv8~1wna|NNnWUjqCXj|sV54b=U+|>i4dxPu{L=E({l!l-as=_Q#Q^0{$P*QT79j6G
zC8Yj?y3h=5K`{pv@3kOv5hYrn`hjE4g*EdH<C7`J>%-syS>?;k_~h@^W{{`Jx6FoF
z^a$hoAz*eW?$&9;_5!HFtrlyhRN`;FsEvm4i)aZpdYRe!CA2}4GV-9d;EaaF3H&K}
zD-D7APz)rph_`d-Z82@eZd%d{9K+Y%1bss?>J&2+4q>pCqPTif$svkzT7|pOA2FbS
zf2-+mcgk@(>q5T>#`M|VK1OC`Dfo3w1MZ>$nvv;%Bg`8}euy49=HS3*t)zZUT?6oC
zod$#ozV?*=k=|F&co}Gf_=^N<c1uZz)p6vbM)1NAP);-s&LZN->Hk@WJ98cvyV2*E
z#!Ak7hj2$<dyg{uDGEn&H?~DIp)`UPdC3DIVn(PUp=O+5f1p*yDEMS_5+cQ{6va}E
z6$0%fE7n}pcI-GxGty81S9hu@L$QZ;_zjcqdVMvSbRL2ZUD<0*@)t9V<zPJ}MoMJ#
z><Fp<dtJ7LuIzj-@e2w(<!wgo9h~^n@@oiw4x<df?Da9_P6;8>Y&}Udy9*Psvh&v6
zb5reR-mO~#A7qVb?S(Vpq&dXa3OE6Uw1c1(ga@Z?1D@H@4o6B8H;oqT&=mX)Px(W#
z+n$}k30}M79I@xQG7<!!nOX{<+V4+3OjA^HOzBr<%+4<9m~tFdf2HA-M*329<Jsks
zggxNCk<WN2LyDE%M<=1H>KrD_2!1VovV>}L7S8**2|k!)XBfx(QFXsyU6&?s=c&>l
zrg0tlFhwyAZ&rGAkehG=<@kUbu_ENs+W+u=J(GTOCw!-q0}xg3th&Jw_ATr*xo#kO
ztl_O>hnY3aL^7?I&lyAicM`&b!xWy0hEN9{X9l^cyh(Q`qySXBSWD_ZtZPWu7T9ZU
z6oNy7tta>ou=Mv1HY`pSC9}iO6>e!Y;K>3QrpB0W#o5e-iYCdSMb!LstgOQ&+-ddj
zg*d{jH{{piNnVb<WXx{NX>`Y0EB=K$5Ett%p?dgihU7&k)}9NC;nWdW!2yHRN6jp#
z4v!*NW(9F!wM-7@g`=59uwNLzBe3w&r3hWY+xN;HH=AnOr#MD-@4(^_oN%1NT9wv}
zxULnaSu%}VinTkIR7T=;tAouwRNp8s{X7hnx@$mx=}~5o3!GkETMpKV;%Y`q9L|=S
z1NP@@l)z-}Im~FI_8OvyGr{nKBExuRQF7fdG|fX}&S}S(i1hf{Bpob&IK7ObJK}Hz
zTFvLgptkt56lUtzZ0Q8-#Kb?;nz0>BqY=lu)m)c^>>E#cqNL1<jm1(&Tfnt$WEy=q
zlZoMa6$B6x?;{`X4>I7^nHaHGQAfoZb0e(PBea=Dl3XbX%HSC0+1HqVkx_<X!>r!G
z8D@0=)tU>zh2=S{G2z=2=|hFD>g4dV*wh+Y4vVyTooCYjiUFW3#iw}9#_gxEvWm$I
z5QoLJ-Eh;2dcpzi%>lS?P^ycoxXE8}IOfVOqn#MWm{XcU<=_SwAp4G4bDBurr<jk;
z7D-<J$h-@-!e6}ohiQ;-&<aO8LiOGhU68_t>xpk@fWSB^RzMdKd|ci`QXY8I`jVOv
z_q4`CJBDEWhmsgR1@b4mr?O)?UJhtDKqmcIYHpz`Ri`*=C&9~QO8jXN7ec|w?lnng
zJk<nMA_zEAIEB}PlBtU-pD4n?9Wpr&esKp=l7gchfxT6|?PnvOR9A$|gHKO9<@+FC
zu;Wz4WS7V&euk*0bkg6)M=OCmghT5*NtqpIUp}^N&Z?)(gL@oGw5v^nwf*yrh$znI
zgg0qB?%@=SQ;Tg56}#f;x(>B&xHRdL-G$5`E*c5f=Nv{jjn%7uE{+FL&YzX!Lo*>>
z^rqS{-K1X>l{>OpoGcFr6XtNjTdiI<gK1QLQ3UoNn_OxlbgJNJ+8FZu`ExI{)yei;
zI<7%1pkk|tNcXcGR0^IXI<StV9b=aKow#$s5Gr-%)=x-<lEf7kZjI;aH3o3-DWmLd
z*?KSeCQk7)jXAz#64)kC{^hljGG7Ize;QOy@IN!T*<KueJb~LwCiJ1emd2{b$I;hu
zt7;t0$tq5K0e`BVn>tt70R=pmFP-}$e<oGO=Xfr-H#S>wnpxw=S&ST#Y}m2<Bm@eb
zv1;m+#q(*q9hmQr8vAkoOb-9KDbhnI#v&2BMJ-h*%bjssuD813)_WF5;Xs8x>7K`2
z<ovTY!BN?~m@0BtrEo4%?C-#1bC@-Qxs^pjxRv9W#%Dycv+yK0x0d60*1%iN@ji;L
z7U@Z5f&>Z_Q?by{yq9T&`4`2Q<|iCWAw-Bsg9BYIr$K@_#)k3vqhO%G9Wzh%YYy|=
zDBhcHK7*B4s++Zps^VeH<B-B<9Tn?C-;vZ-U`vt>e^<b~)5T^fZTzR)(+)9Hc`X;Z
z2603f{kgp^@%vGq6aaV@R6!&yGU7kvru!z>xc#=W+iD4tI4s5(sHet2FQ{}LP@Gru
z<gawY__<V<7@L#NTu#ls7GS`)A(dP_Cit<?Fg}s0yN~rT_bZMk5N?OyBfr5o+(u~^
z66vx6CIZR=kOObW@)lF7GGdP%{#H6}kgKYYDM{y6_)@*XEGqMmVuT6CB9pY|q58#s
zkRZVHoA1ASSMsI!k3BcJZoEQQ%JFN~zy~XmkHEl1l~~smy96y)XA+#U<6{g1cj5Pj
zFhr~?dQL>1ViK_*lUZ`AB|XnHULsdMsVav7GTPpPea@`O;Aru>Bm*UqL8LX!Fn;zB
zzn3_zNMXAqomI?1jGp3PPKgA6dCE=cvPtZ8j{7OM0woSL17WPmkq_in=nO$<=MiQy
zJBo}5!tPJNcEyN#E{zgfXrSlFnbg=cMI9M|YYRxAyW*f?TWLq@@xMEUxNt`>$`fi?
z-ILWO6Ps%oPf>~49NEX6UI1;fSvipQpLQ48VK;=PgftT;D7gi;Xu&A8a_N;z6n})^
zZ@qq>Nj~(V>^P{}q1H@zULtW|fov#6l={;}@9{ve@8;cm_wvxd<nRzHP#Wo9IIilh
z#sg8$A9bYiPF=mNF0T(41-0M=0}VKZ4}5}C@Q}BIL~bf$>WS`T_%NJ<1@X5_sB4Dt
zYw5Kd121fzZ`dBosrh$*d!P7m+JKUaC_7hGH^J$hIHz@JUDve`WUCQoh}{-aeTjGx
zU4uh=^yn+!{fh3ou5wqc@ZlUy%dN0p?SNvltEz<4auoM_A#wUN!-ej$AGvmV>BN->
z6&*KWB$6%}<gB_!#X4eOkbcJ5wd+c%OGsZ^j#W>PT04==$WcQUFZNt(YwQ$s#USH;
z1yoO8(98x;`W~mFf+8rT`PU_GpCtBGA6;-hM{t&D?4Zkj;#ipR=S*^?0HeY2iUGJY
z?<#iTFOI@VAL!1YLi~;F_=W&cc7UG1TO%!~hQlCd+DcN(1%D_*NfT|)l|8}z-`7Oc
zd0`qHU`}D5b3qOo`Kvy;vgp;=*LWj~)qA_SLsAPNFZ|gubt1c(ij`u`N>e92l0_8M
z3?!T|NB**iT<J&EU`UmDa%z?K4YOee-LRBnj3@ZdjabD5lm7`=7r;?HCz@T(W@B7M
zg+EJ5mOmS`VuD8K><zUe51|)5ngbHS4X_0erR@^rt?t#~sw^_EQ_Mw4+1H#ci1P|l
z6a`eQ3nwdi@(eIq@ogL=85kBzxW$bA5EGFMvxP$eFD|T;Qb`u<5l+~=Np>#6HB^&7
zMyo>Zq6L0_uu*&=#t>xm*K{)J4rWgHw;#-#LnE4?Vs{XsMtpqu1VPlBBXwP0S)m$@
zf&h4gLBBdgIB`Kfl89!~rO-#=ruF`uS-qu^IAA-yoAZ`}MK3ZHpHs0Hun<P>;PCT|
z!!))_t(*&YJF7~V2RAT4?&KVv>=Dzrh)lZ8>C=F}K(%gRdUyK&BXAeYrQ}T#NW0Xq
z<+I93UT1EllWY4=8Q_Y|70ICkig}!I`m7&eSiD@6?ce|X;kDXlY+XogG>Tu#IcRhv
zU^#uyTi(iP#X?S{20m#gm20r>ijN7qh!YVG5%4q0P-D&U9A>^zJKqKW%H&w7QG6D5
zkt2T!hpy-TvX|;4RQCNze1_u0UQ!dX#_6}Z(>6M}YNP&8jF&Aq$!wt$#<Ba<!!|S+
z^Dp7bT<)M=)}H|l#pKFSTtF;iF2vDx&{lFB78RW1w7A*?PE==L41yxi5xOkk@hc1_
z)oVHb6t|qJGiR+#F^))S{ey~AoQ_*nd_YG1aPUZ8RI4L7Jxw9tAUHSIMN)gBv>rGY
z@z2Che9V*DXw09$u2Yj7-$3y5OKXNn%X$?{UThsPp9^DTwGcFyF>g4qE?vNd5oV`w
zHMWdX(CW%I!}iZP_{{kmK5<?PeY%Za&`EjrG-m}DhO{*+%WZW`3^e5Z+exO&a!*a<
zYV3Yc{!itGK#WsZ|M%zfYI(=~=Awp=M~!0-DSl@jgkW=t+sY~DSm<>zY+uBQQ>vp(
zQ`liml~wjGDabbGFg1p-=Ym|!MVb40A5r<`fzmPDmOu7E56EL6KKKE;rm*tB2~QXq
zQD4^+(BCJaSK5~EPTizC*QwR-#lbCfSw52xIs+ca-^Y;@raDRtw!tDqrGE?}vjXvK
z`D{he=i2l5>ev}4&eH*6-*9;Z%6Ozz*EQTq_NT@vipe3|{jp6lM$I2v)|;+9j)j%h
zOIRzuUBcBtksx~PK?Ow>Y{RyD!IIM+IOc>?!#x~AinVGduq@V|N5A$i83|^3!nxM;
z{fY;iN(jcK5@2=Z_l8M*G#T^*lYc-_L0sb?QoJeAmR(oZ6?t6zi~7J@9WG3(+QVUq
zcpbPZgM+|waT6CiJJX(WIP=`esm{pTSC~cut4>sUdgSOnJB4Z=@9KlQ*XB#cgmXGE
zFK#B?+@#!-p?zGPWOI?0^iO7uDVw8K3qcrQmYj+;#W2iWWqWk$JpiD>TWjgg!FUy3
z%i1mCMZ39RPTUU{HsX_MM=k}G^{Fj|BS#(A)PELUaTjVm0TJDPPK(pNa~D2Wb~BR%
z2Ya!9%JZW4WGtJ^8sJ+2g4mCBZ^2@waTDo&4woR&(AMnI4v&gYx-imqG9^j$9;4#j
z>UB=G(6xo7J*OwV?{ifrr#U##U8&E(2)a|~M|)Fp{o^pLy22)wtE@<6D5tr@Wtnv6
z_ZZi_ZuC~WLg4LWwy$IbZk+-6`_6?vR9)9>r|Y_f+d0q;<m-AuYubB%ApYg-eA?Sn
zKAl_WbF5Qh`O6$KB22x|t=nq-7R&#^U(>~uF%cj6^t3N$aO0PG2u~}MPD~Q)=(%$8
zpUo=OLvW%nIJo=QFFBgdRuRQ+_#{jk+l$LCO?)mNMba@5hZIHF#-+8O3UGq~D+I5E
zDVa};xWGqj*dkUY?HDBp(+F7RQ4p&^m&gP)3ea$;1WwYX92dXhqGENtlJeV*_twPs
zHD{YMusr#_<Y`T{9ww55`(avBYWKvnh22DtHOzMBkGP_AhTzUV;SjJ*P82mN%@1l{
zRhQN|Gx3>hzFlo5@+fCI6`P5mnDYlIb0|k^_6mpivi|W=l;cm>rQQg9TBE0RWQ;o0
z(_xs|lFq=ghd3>kHS+CP3%D0DNwA(ns;9bGP)}Z#zGvD&XpC>GfRWNMy_g0kuLAmx
z2`8fOH?9(u-yW!0P?U{h8V?gaX-CyO`@Ul_y*#$f+g0ldR~%E<2~EzAP?t;)DO^vF
z;B4SbFP`0jkcNoQ;mrQgG>5~b^#OV#w`$nh65P!<JxlQ!=fGs5XG9S+d#7pJs!v0>
zb05Li7sqjt7r@(rb|)vmSb<jWg*@esl0y-ka4sxsYgCHTv}`qvdI_!?Pft-es~3{L
zi=mf`+H{YLZ}yhX#By~73%&Smg2aIfP<Q<DF-9)U!;KzW$TwV_6}{LCQS7Bsr;z^D
zV|ocd7a|p+{fav77lgh@R}9WsU;zA<j_cF{!3iuJCb4Z;^x)4PydskxU_tNj?=9%k
zlMHCQfn-GuXR}h5N*7^{vO9N@piQmc_*4%aZ$73LwM<!U&hEhW!As<<wI9SghQ-+&
z^94nYQbyk&Ojo=*qgTyc=8m-qF8cU$9zg8&>KIY<4EGAesXIp0z)+H9phlnY<5wgO
zRhZU0PjvC+r^ldg;>^XAh*XtxdW$k59NEm$4%a0zv(CO;8@KGk-5=={+)Y2&xcC5v
zcY^=)>{U3$w*7Ma@1AnbK++CntNjSt8dF0!t;JOT1&2uQkCJ4APBEj6`P1HqXyTcP
zR;+0$oXP&(Zp5WKX(=Pr1uzs??Zh^7s=4f=3E<|U5AeLR@lst^oRw_1M%{Ns9`nGC
zHKuE?a}wY&JrYGVKB<km*$bg0FJHfx^ORZ>wVO@T`*;`$%}G;@SSRBC9kmz@&0MiF
z*+1z~qdF(&#8|ixVv9pV-gEg_m|=S&_FdtQxYQxLyCH@yRclLOZ6edSjkD;2-htOk
zUwm<*XTREBk>urlEXc@o?fgT%5dOJ?quPwp=+TDlhTIZkKhg^QP9<}}AE^)NP}=?h
z^q4z14!SU&i{H3JTXuK7zd8ou&E06+K9-y0bB@mIOyk$2GK@3BwA{Yl@-9p$?^16!
zPe5seK9s32QfnO9(Lfaag%5Ac)CVn`^hVx$AKHlLM#a$CR$%Y43m>Jomnm6CCoec#
zq*kM^52Y%eDI=E1dT-UCe5{(ACUh6=P>*%?@kb?sI0Bl>y6<w?i*&E@x4LE<9gXv7
zAAfvDW)Go0eMQo}5M^&HT^@A#S1#F7L*PJV`5Z1{Mmt^%f>sTztbcq&CVZnnKzkVS
zx#Aj<-kQoTf(wX~e1dzSg}<YzS}Hzz2NWYX6E^uMlqrA%2Nl_H9gy?9Cf^RQO#Y=S
z`nZ7Vr9WF+mcNGq%lp&VXl{-%z2-QMn;tS#fC-Qr#hg%1zcVmbEz=J<jdT_ct+vs%
z++j0ZXLy($uP`eSJmJtr?IdmM9;=<CI5=(=JwF`)NYK)2w_o6{GT5!UG9dkZIu=ZK
z$|N6kPmkI=-E7_Qp4Q3s<5>yk(u+R|7p@1E%zS#fsF^EG!8M5n!{VjTXg(}g-JYRV
z!l&_GY9*8|c;liP$SI-z#|^vWGrQeXgJ1a(m}z1vdL4FO#%`A<t54Ye&;^Zp`qnM^
zDlQ?251faNW)35wKb{Hu1mHUN39kBrydL<LbX*J(+*dRGo-S-14yA6=4pnL$Qguep
zf|=a7IJDYvkGrrhCJL&rrO}jQ1=hdP&|dg1`wa>TG&CG!;4Tp8lTe)^uEhWr3YPYg
zYg}E`d-YnOd`c$$%1u-G!5ztHXuqU8>xsV0xk;)kQzc{W!~F`~8|oW0z*cZNVeaZA
zA6@tn3c+V_d>FUuLu-iG5bgw4b+*3Y+V-GtZhMQQ_GoF9jqVNg$+vovmaO+7Xp}rZ
zQ{jy*TiWtbY$n^8lBKi<@g6%Kt$~JOkbUkXAEREXp4n2N21{{Rp@<IUSl-Z!<=Rwi
zH~`SAjM11Ug83_GMH)Va^%>4hQg{MmOI-Ci9C`bAHW;@H=}4k|1Knafy|VsoSbep!
zp<!+3!4}Di^L6D{?dTOHuO7GV@{6VhT^A*dkn0q6TvUWVZh$LVZ?0a`!nckS%A1mI
zc9Re%E$oTxgM944aql9W!XecZj|KPk-pS$1GGir&{QDs>3+G=WBnh@HQE;=k(oN`2
zn;W+OdbO%NO##i0f__OJCG(%|>xiY{%5+IhSLe$W`j_h`vTzroHF79^JW-TfJ<vqw
zpDD2v>M6dYG6WX5onXT@*iN5b`l{WkrmH}y+))uzP`=I4zNNZrYkJ@2)Nh;ZYL%y(
zgC`;JqO!cw=1{$qP5+Fld<0Z$7x@s+=GIm~WY;PmXG;<$vnNVA99jl;choKg3ipw_
z-Gwd0{Iv;}R?};}v{ALE2-0;cogErSr6wnLJ!{Y*aU+1(_iUEp4#aEmvTg&5jiT(Z
zEVg_4`YOV%5-vYYZTYObnkaG?p8OWX#CDW)%(0TbOuo(mChx;N@Bs{?Pb)qLII8}-
z-c@y*Fu4D=b1*p_POLLRP9^PGK}KZ6zevj1Wl%q!&AO|FF3fYfRhJy7H#}Wqn=?kA
zE=r!r)if?_HYfN~THu24p5&&8o?G!Y$<1Y^tOYQvsIqg~xUtzmPR|kCTx}DzjlC%w
z&(ZYpZu)?e4AfZ6A&A+V?4jC3G*>ySaXM03W3u8(^ND*j+^`*MwWrR*Sr|?`=IWr_
z3w=dxt3w2f)W-V$8hMY?Mp3uva^L#)9?Ein_RN`YCw`|h+5K?SH(zb}>X$DpuJQ-n
z9%=K{w(2uhG4rkBPD~rS>&&#j66EI#)0YjkF`D<{<l%MS&--k$`*+@3?Z$s6uDIe@
zZ&0}jtyJbQORnT!G}u$1bb7f$B!AGc<aEm<=u;2hx$e^b)|rElY;Ue%`x@FKG_j&P
zo$zCruw(vuRrlfMX=L}>*WHhZzEgD2zzUXBHr(6eb3b+7@(Bn%t&olNso1s)ytg!9
zSy+{;YQzHQO_18KB<WuLwhe6BdHC?RFA`VL+af!sO=UAFEu{Bo64g3=l+WD4dC-EA
zv1yt#ZSZIvxEl5Cg^Od+v*H56@4K1P>Js(K6Yp+Q-s`ej-xs}mrnvA+CY5;VJWc{D
z2i9)-C82sG9DYstxv2@w7@TOq&ObMORnL0LcU-?IuM?6w2&ckV&9})xlrDPKujs-#
zI(!#YhwXGk0t*9MJtdqML~WdgZVeq_*nW*La1|y{nWp_5H-waj(Sc{D$0g69FM4Xh
zp+hRv!<fPamnWaWD?jYD@{a{?HWSHAA0*w}ZNoZ+cXoJEz7zWCtWT=9VXx2*U$c)T
zwZ2~hlO1xH?!|gu+p)#AgghE#^7P78sQCD3<rQQ~z*sZokZ{Wk$=y}&Oq&cChVE1K
zy2*X1L8+6)^P<w`AN!+Q>-<QeIc#Hr<~I7{ZAi5*NfeQ|?l_-mTtGew$!=~V;m&|Z
z<+~>3#vE-FvwwN*(n%T&Km52BvcQ<?zsQFfiqn#WyEk|9<SpH1_~zOL!f9VnGTiAK
zv~I_=DZgN|iMNXCJG{j|5L`mcim;}1vU^rPba(=EYAT85d?tCHPRP3#<xA)zlFp#J
zks>GOFVSJ0EHA2g-zG|c`y9$fUC`OlF13I|&8fKsaXSdV1;Pto!L78+bhty?d2G=%
zlh?kFz96&qwO;Pnb5a{YI7}+Nsd-~!vNTxtOnUbLTq6uKge=+KiQPzd#?u~NaxYS_
zx>>iB;2W`4k};`49<Tx3jY6s`Z(vNO<`gIIKA6akpvRojgR~0nXw?wSP{d<OmJNAU
zyYVMz!lt3k6<9Hxfy1Gf_n8gS|9O(3l7t!kAfKFmpmkA)A0_`*DEqa{>O29h)}2I~
zXCIVy?iwZE7IgTAhU{j{FSrYDcbEw#6D@?cEFyj*mFPCer@d`kU&DBRxQA1GU_6qI
zIpjmlzcC~A{#Woaj7UADEMR*0z*;Twpf!1pM(iti+A3}>UGAYOBn)zyFk;igi!J~+
zOC)6z**%lAQAPCxrm@ecXOlULz4^gnZ_Ugr7#gq>22{ce1_-u>VHD!aW!_NigR5XG
zX@f;T`li9&atq5_l&0zgE(>!?QS<@+yDhu%Zf#RC-CFbD^npHl9lOtLq)!;euco(6
z)JEaIEuvaSje4foA;s*E{;2%V((XRkMqkkFhtlr0Ny=<k14>?`KoP1->*}Ew8FvE1
z^R9nDGwOEBTbfvLc=oce9y7M#0A#RHLg?dYZ(&MS3=;Hh*6+ZqOEu<u!tKae^F8I0
zEN|IpQjeduWAE&THyoT#QGlcKp$t-W(*7J9bb^3GJ~w*XWNozbuPUbTM9|@AbC!EP
z{R2`Rp0F$oGS*f?e<3*eVr#ZWQg(`QhZ%0eiO0F=G0Dql-(gy)@bLpel+Q%E%uKE3
zgjci|!jF+@emfzxkS4+{lfh(!H+9-NqHoA4X1X6$MG716HOe8Nw;5-a(8=Zymhr43
zIKz9aCjx_77S`7YZm8f!o5DYG$Ru;N=M<BpK*L{WosFbZ4da7poiDXe#Gfi+o2R^e
z@vSe_n;#9?zWD2SYG;j>*x=25XsH!eF&i@0O_MrPvHnz71F_8rgciwYqgt8%(w^D&
z5WrlH+QOl;9U!gC-DNe?aOruG4yuj{pzCv)J<eJ&&+393aEtR4a*%f)<Sd*?PxF);
zF21GPYuO*xug1&9Lb?tYfFE2K`|Kc7a-4x?=#^yBc$Q_5>=E4H3Jn78Z2jqTPQz;f
zW=s}^t-VLoy9*D0g?OtBoK^3bsbqh_w+}<-ky(cnt>kX7F1_a!n8`WE1ozeUg^5M8
zUzUw5(vj^Qo83CPW{*uoUuYP}qvRcQtvS2o&v_y=65l&=f#_cF87zen`Ezgz^!d9H
z`xH}1C8LK1R=y%1E~K*eX+OI?trCI+GHDw7$M;Bf7%rNxq=KJaUaU4r5D!A{l+}2_
zTM#6Hxt+P%G^0Me_F4BsqHO`dK)t6f(tE5=>SKZ45`q6gGwQoG_d&do&}Tf0ay-wt
z@6~yBj(M<*YOZ*9t0|bgbfiBT_){1GJb4$P2;Cz7HlcdwyzziV_m-6=(^ZqS(8VG{
zHrZ9xKs}KS9og7Xm9^BM?4lW)H%v>sa@voK`@T)VYOjTviC(AI)My>9zm(c)(NM=U
zR_(0W^mPv7lG9j3*Ya5dqvB;>qGx&c08e1(XwJi4fV!>^K<#Dn(t#jj8+2Hd?+n)_
zdkPq{{W^k-<~bsFxL}Y4%z9lZCkN#*^yXkG=O@)G%BKWEa+~-%l^k@M@w15Ndm)}`
zy~(^|@ufQR@6n9YFKERROIR`Si5};fF)xRoEGYD*&(SZAz`R#O>9XU@^a;AMpPQYJ
z;2S~H$cPi4q1Qj@l7sS@8%G7Vdx<^q^^YKh8GfE{<uU%db<<?~4USS_RBI(6a#7Wg
z`5*?bhe>48G7$XXJ-r0K`TX6u1;S<YY&m3eaTMK?r6|g2T+Bxy?;ggSz&6RQfyVHT
zd333_+-s5#p$1dX84#p{;Z=AkLSwfr>&P^EgQ|y|X53FRk7);6_8ti105r%L|BCsF
zBPDdp?({xz_;>#zvwSEIz=vP8cz#rD0^LEh%Zbz}+R&<9fV09xE7iG~vRTu^=S_f{
zv&CU~jyyK>01y}*OvAM^C+`EB3}wQHCzN{?gC!2+=g5cO1|1PWf<?VqqG}leStPu&
zW}~<K^r#{o6Avn}6w+IWM6ED!ss)e~iKnmoXzI~-mrWZ7Z*+;Hbdc9ia1*$M>7LbJ
zTzSzCdT#9KvdLyH+F~kdE?wg-Z#ydZLcQ8H8hGJXMqpk{h91_a$8q8ahH+sUN6^r;
zM1r^*n&7rNC+<H!iu);u+l4kI4}OJit@d+KLHpUF{^A4i^$+-L&bg!`9s2NOD8vZv
zRP3%{6&ai#e+poT4iC=y>Tw);b~a4XnM%z6sz@gnZYdsT02IF<r{{l$V(wlhvrMqb
z_2o>?plq==dX}5)rh3G@d%~2=8YGr`QuWTl7<i9D`=;^e7FkIGPOco;et(?cYXjRO
z`{4Tdit~4s8Hxc5fc_N+6h(ArDg+6G#49gugX;!)q<)?rim8OM+73&eM=#W)8ob7%
zXIZeAjCtn<%;-MFSkYr7iYKHQ)dx*|(tvBLUYQ?FEp5x)2i;_)>)8xoMZbGS?U}^Z
zCUhm<ymSeU4$|;%Q;mxgA;{Hj3E)DiVtn%A6KuX4JW9+jr%3%3RC!44Al?`%b^{H~
zMh^(@$=b-JXg;024@wR`!5@8z;OerlX@=lSwt&tb+ZavvETp`hwRq3k&O=@99MR^b
zgHjrolgh=^@?!%1UMiK-_zG-U9GpX3^OWa+zMo{wp-+*n_Xue1gKk7$BlaA?i&2>A
zGG;?M#K@k_q%fO#Cmn`XoM7^E8Q9$`A{2DprDX`#Kgy=JuBWfggEPt3guW#byfSlB
z{mN`8g$pi^>YDD753>|L@b-;A3XS;Znacf}m!A8GIJrM&?*dMkTw%%XO!(pPNv7G5
zZ^llcSDg9`nfwkdP(B#*zXZPF#09*fc+~2=ri1YMf{q+5G@unOg|DFWzDKStW}<8&
zIb9J2Yx!4_La1#n>mR~$k#O`DFk|VOtRbL%K1Z7k0l~XA!*X{RW(n;uj-B>95`W8|
z$ezKvo`Yk3<YQwlfnK7g5^{GgGkAfPEQFFDqgpo;PMHcJye#DFLnok=G$ph*(r17j
zI<Th}K%-P=1l{99-E-EGjd|Ft%!Jk}<#9b!QRh#^9voQl{YRS+94MQkjnYb+v0Le)
zfvA?nl%K1xhe$pK4`eRKalnB;KboKIse-s0M5yt7@6S<MhJ<z~U@jTzq5%o@8!5Wp
z<?K1|y(8*fgdJcm{X;JI+W+J%eb|56i6Rba(GD*v8EQ5}!$~a^z3w^T0WV!cK3}SJ
zVEsPubtAlu;uldDudhu)CN5N>CEG<O%z{-1H00ny*FTKzcL=duRFokSJgtNaOjIj>
z5_)#Mqdp(nmKDK(#T9UZe}a{T^zy-8m#ds18g6?<wAn@UJq*ahFz<?YwaIe6)Dou)
zcVM9n=>_`xmxYxEb;aG+0db|bXOk;^sjXX3Onc(XlSHyaF#{xT1d?}#v`#m}|D(M<
zD>42Bj^IL`G!o|dOzP+&om;U~>t940I5nWmb<BRnIxKnLQ0#YO>IOiVoc<Of>eEaS
zNS-;#oRc^>usr~;A%BKq4`1>R4?i?4ug;7e_3BzNTx#=MpgPJt7_W<_yi2lQpnA6}
z8OdJfyMa93?H=ZOL!Fro0alm1IB~HE+OE2M>22TyrN1(3@|cHv73tvi`k>>5OXv~T
zVX2s2zCG>M)ux1cSK)lv=^79o^d#jCL$9ADzWM>)fTgg7&3L-I2=6hLBmF0<p)KP-
zpg;K=g23tp%a%*Zeq>gztsOL@-cxQYahS;716H1@HDs>@<6ZrVHUAldivmlE30A^1
zCOd1*fE?*Ba`yt&I#_kGId}~ivM>8{?cpkatFN|04^Un~p$FYe-1i0DaK^@!X`+jC
z;*)D_*l7}n+3?%z!Q`M^#=!aV(O$6R`}#Z%!H&Y!xrv~dTaPmN3m}guKdpyc;r(=3
zld&V1%Q=D(j(%Vy*NtfhfRMd#dGQoez-(Ac-y_y#PDDGKb%y{|zSg}V=?r**{fZ1Q
z#_ER>#R<r>C!v?__u<A&75(BzJ@n$%GI|;%A3iDVnbU4A*-`tbuq<OOw6n>S%<_j=
z=sD9^2QSW041v9GgD4h?D(F^m>X*q>KNE#I1|7L9>_~3?!z3(}Z4iK#o9UqNmM#^X
za;9-2iOck&wy`pz_tsTMFd~n=e^Ai?l6mx$k~h!}ChSs>U|ij?f;azxqOI5rr{1VU
z5f1@DoNuNgoob!G7|GsH@_Y1{1B&N(FlG!o>@qLO_A{UB+itER;C&#zc?FJif-(CL
z2H5&$DU6xM+3?()=8O*G_Eq%8Q(CAdW)ZEE)7XE~$Za37=<pN{AusSp7{?z1By!DX
z;7xr}q9<1mh2NP@?#5o?S%0YgAQ%d43cu4%>ibg03*e0tr<fgd=X!b%p8RzJb`kmi
z0EnAw^6G5KUkv`xmbqnSEA~;XbD^MR)SO-9swyJ&0qkn8+u-!7{=nw3>M(fce9VOP
zC2d2|+pj~7`M+W#KEar|sNNC=3w2OLPy^vK2}?v*53F*=2#5LF=)%5pk}<y235W~M
zQIvOZqAV0T%k7>X8V<C7(_3%DmxMJ{k~`bbqxx`CwF+ZnN5?Y&EQx{y&b2CisO3R|
zjlINn<Be-S^k@UrFpogg#7mA4_7$%ct{ea@7MVCwl!hn08IJC*C516mCV;ZZ)_v1Z
z=YJXs04{%nY6?Owca}{X&;9|iNu@itq>sY{5zxG`;I7gXzL&ak_-pA1#}L==FD)<b
zvIZ{kch+h>ns=xMMD1d;Z29sfT4_CMSw~ICD_BHF8uNWVM|u^&pOV)64L68nco)wa
z#1lX+c8#%|=%3Mh6Dlc~9WT7WI3DM<G4m;3xQk78FNGQ4Olvod-N0}xWWmy`30g=e
zZV^4-OMYrGno$(Kv(`YOAZ*Y`UPBSy)XvWE|48=^&baN|2N(nOG5U}sC>g##yyIL_
zbVukhBz7+^Rc0%WkV+7-PRvSr3)8r4(uGMM19F+=n6cRY|56dxASRsAM#<yx%W8If
zg$Ca0Ug~sB7YMTF2pW|IFG$mgfp?yG%D00`uK{SL9i~1ns@9g>vd05c0(yI7lD_-E
zovhpral^>01}}MO5IEC>R7Xp8JNd>-N2~=eAf1Upw07@DGZ5U~jl;7mEt7#NA73g~
zh+jRl0@xGOlbhWDLNM9SNqbe&-QnUN+IKM<;Ej6H2TbE*GAlDE2gv@eWd*SBkKR_f
z_ah~{izs;&VEe@lMTsQs<fSd%WdELy71w$>Z0GscE{qlb@wSvOhhXsCF{ay_uJ?q|
z)lSbFN&xW&;Nl)Kp|j8F3MNj^RE&zapd)^`A(3`Epe5cEm5&wk_v=-9S_9gpqjt@K
zi{W8;P5TvxAWsx`cWj`c;?Q;!!sqe^<)K!;aQ?i{(FSE1(YJj<M1J5$|LL>;2;_w`
zdNNZL>p<^sB~!6(^a*4BTo@h!ENR9p`G#Z3#H6dk#g|GQ*fUgY$uPtlNX4#$7l2H%
zLC^RNrJylC_12h?kgJ-4#wZYce+sSw<}l?c+DNbc;l_F*+xhH?uh8q?`DBD2M6|MA
zjQMOn_;Ybm$6OH5$b4q%B-V-^*`;;MyRTvVUN|$8jmNcSwBzNle(2emp3_Ws=|IE_
zr&`;{l_&Zj$GAg%J`NH*8Z^T%(S*GLE|3m-yyxM=<1pmOp%I{UpK)53zbvfHU1)5G
zp8Wu)Pb>~B(IdSiGj_Wrx;1+nm@Wn(T<e2b%f<pQI>z|Z#*|!lF+z5plsCMEhQ1?5
zhqu-K3G%Aou!0wP=_NWGS!fhL52}d$kzhH~xDl6076UKRALA(FDHQ*p2%d5G!C1Q1
zyC2%{6v7t&QP5_0iZM5g&l-YWSCoh4jUA6y_uy7{;8t(RXWlhKL<8Y;IjI64c+1KI
z9|orxbNk848V@9@+6nU%EtGcaITS?o(1xFj&0!kvBLxLEUy9q4x#ERP1_c(0qW0~T
zW$4`>rMS8q>H=?Pd$qevbhpPx$pcz9g-OONq((SfxT+(L9{~G#<{mFAwPtv%$WV*|
zjgi5Hh(B}d<2IfGfy&&MI`x31rVR)j3P!RrYa$Tys)U(3Qx6HOn8q9A%A+8FKRQ7G
zY51T4LP`ky2>v|az@s|y;Y1z88$h*slMnH@sEVt69`L<_!`GIVFNq>r3tp<Yh92Q1
zKR67@211F&I2g+MO%jDaFa@=M#6b#MvQOv=<i7Cg4k~s#j5DF+axyDj;b4P&)>UqT
zu&J1b{qNJuBSxd#l2m{|c)DdF1#jIsMI=qq6H{*p?C0XSVIfRGToEB!q%HpPjWN|~
z24ae5n8DC7VTgSEK}iPT_&Uvo+t6L8<jW>^+#^l{+WPFhXWV{rAj;)6T>h|;b593+
zj=bdXjwUah<sp+<lrMe@QRNaH@t02=;Qufyjn7RLvMj8_C_Zfn$~~D%$?bw5X*mT~
zLI&)IcStyv6%_8l_F%#>=Uj{{oe7-Ky?Bm!XsCmv1F6=_L?j@}m*=DDYdG4hps^YA
zTs-z7@t3b#3G-B-?<~Z$x}%WK%*t<pE9qb5<>j416+Kr%tRarwkY8ZC0LtNAaySu!
zd>i2O>@YN=@58*oF2cpMBmVWF48>u_a>l67dVzj!tsQ7aZWb;xp^_h&OZyb^1#m1C
zk)iku2R}=>;3wqC$bQJj0^Xm{0nGPZOhvk>rUOGQDz{-$-j6vm1W9L^Ija(!vf;4f
z_Z^Z$6Yx<}JLm<^inEL31$QG3D87aTW+fFem7w>}eq^RPu^v;jp!M$ARlWsq>A0Fp
zkWEax0S8X&=Tlt;1JMj%>npN*8*unLU)o_7&PRtsK_5u8pQnwyeoiM>g8fU!uS``~
z1DC$2+>S|8E5+pzBT(-5BRu7}jFNL0$1Y{Wa^Q)sgFB$+`-$8jeNIvA2I{oCrOb2)
ze5DJR#yezp1}rL`R(My5O<cN^+e%3Bfxcqu<u0O}fN?*r%vRj6ga`GffO`Es#1ROa
z8ez%~$Z52MQ)3D+$S8g$9R?WmcsCTYP_+rCJZtg_d?jP@`k=9GPnmbdptF=0mF=PO
zI{*XqZ!fD^ig#<p?e^w+0qq!!4qtJ1QB8r}IKCQ9UNX`_V+%v+zBgdb@U5H+80BQ9
z1@ryMl(_0a$%pxW2>bT9n6v-?Q;|io*ri=^eOHTU@F68?*Dj4xZbK>>>$)aIDMB^a
zby@fKkdVr{zthDfNw=}>#?V&QmQoakk}eccseaFM-m&%hd>@bB{E;#5_xrrhd7an&
zcFKQ6uck|~Zp6A`W>4I9Y!M|t&x|1^7_0dl9I4n0mC)eGTMpN;+iqovSB_hH<?7Wl
zx{?-AvnV@~_aI!F8nL7g_)X+xRnbXdB;-WdiwX7TrG_*0l!n)>HK{=}qtn{xIrkdw
zLeI%rU;*2bGzbFR60^X<&n>tV6a<=(e90i-%4Yl4Qua0otDh7l1l!jf2E&}WkH=g?
zLl`+kPldwP2{k`oV%>VL1rC;(T_=Vuvk_%O0Y{!|k{>?=P}>@GUdV#9HrgUIc=7j#
z>ezL9m=J$8f>Pms7#x4H8LY9_C)Up|OPjw3%ag-FG8=+q)X57GKwIL7AT8d!E#h#;
zNJY%_noGiiVI9%WQ5GMfJ>55ZGRZO7he!zSU~}tcSxs`rq5@3?(%*JYNDb9a$NWc)
zgi=n<jBckbzWH8Jspd+*0hs6T=~3lB0ylKhVyh3qh3*Bj%h+dzEO6?!pf+A;$MO}B
zp`rJon32izWQV!>jsRll07P<-FvezZe!G;|ZQqnkgQi4zN_cc!yBISVWD8x5NQN>n
z&zkB$?508-PzV;?%J#M~)3NKrq;xL^!3+k$jl*>8rlJ(C;Wxmm<&2OTrtJ=(4yh_|
zEp(=+*pra}7c>X>{Un)-1$&YogVCG>0P39Ny5s*Ol&K<;ohN}{Lz-vH0zELT0dr*t
z9m79SCd%}|;z0c|N8?w2a^5g)<Vn~G4`8?++ozqo^YZfMkmoI;l{-9!TDe`HbYH6D
zk~&qEI~D3e{^O(%ccqh{FF0Hss|o6xCi$+r7&+QD6#IRxf4Q-)((t_!+N63t?U7k6
z(^Z-z{lK5ZUJ=uPo%n0CJ>oz|c|nX*O*KXgy=CELGgU`D+L)$SN=7o^xnr*8g$TIa
z#~nr<GGsuyfxT-e6o}lty~OSU6)!~l8<%umN6ot*)Q*(-rJ{_dSK9sR!|>2Go})h>
zSyC-rpZ06+@_&^)qnk}X78$C2nquf|*9zrZxHK>ZhbwM**);LX{}x3{qnndCbTNgC
z#}rI@+_UbgutA75X~Xb8qg@Og3_WaM#vsZyl5Wlhncok5%Q+16KlhlQH4Qk6eID}~
zU40MeC`|%z8&QvE(65BKI7+h_ERjodmAO%1C+{g8mT*lk&b-srJVR=V=J#OWnYx!p
zSh?O)mI4$}7MvHlbM;qx67!uNT|0i9cm4q&sha<A32*RyJsk3a17iI<M1N#QJG|N_
zdpimXq2T~~pJWWN*~8$|5ZC5M$EWc9PGBjoA~<YS6u6|)<XUz{A~L_!e~qS$;A-i&
zkNOgqEl;D$#{knaon>e${0>593-s>I_=OZMMx>m0?z8xsxNP%)Rwf@5v_O}HsOczi
z3m96~+1Tll-W5$~umkwiCcG|s)_Wc4&D6ns5hphG=ivT)-g_n?*&gH#(lS0hJuW`a
zl?P6C)z<kVp6&}jn#1a(ya(UX*IVAC+jz~YI|O{k##PW?LVh0s^g3F*9Q7j07*Dgj
znf-@uoc+ytxuw8Um*hQeMJ?ZUCcVqP?b&7ouN)oufuPyCa7H(DgODCrnoYsbUOSj;
zuUK_ZyM=2Mbkw>mFpg=ysZ}Bj_6@|ivf3=sPxe*xg@J7}gR4a}K4YHc?EuTZa~e$0
zt~EpE+inN_zaPZlbJb=B;G=~S*g_|mDm1L10XFrP@${yv8oI>%-X7-YI-CZvs4N{r
z^k3-E$rt{}gwLHOI4X5gk7y?XCTnkRRBc+IPkO7_bEXujN~X9f66}3`1`eo$ql9RB
z+s%yHf@-`)x8KDz{kx%_WynGhmh#wj1(l2PEci+cfj!nQjHOwJbd*+wV_uftr2u2^
zEc)jFu#SLH567I#!iDR@7!~X6rOf;qW0NIks$e|$`v1V&LNAQGhn^>hwn>&}ox~yr
zv<?%9sb@Ws$x1Z<53JK5e%&`Z>M*N)SbES7iU+G_r_Mm`%Ofb(>S<`GGxjSIdJ^K6
z5HIH8yS7kKxt~jb-D%aZU9gscYO11ySd;q5o+R_`Duk@5I4|1I#+nS-rw(fZ+LPhW
z{_2U@1j(@MYmD|vwy_DXb>*LeLS2TUque}zVlN}%zDzswy49yM$-L(#tc(IKqqrrH
z|KMywLWlH;{TDX$Rki5N1-q5VO`57X+x-CGnvsBV5nIxJ4qpFbS~(t6trNAW3*kb;
zw;wJJCbhn=GV1>W|4&c0bHzpQ0zEI=hxNMr)Z&2ex9HW?6WLYkcVHG)^=E|!N?K7-
zg41-L->~eRwLf9kH!$?_s{-@&eFEws*?uH$V%AxJ|0N@h`)ei}lG;}(Ts35TWFPcl
z55NX>`rkY1gzHoq=FX$mAJn+a&Hui@&Q-CUE124uJTHj`Qoi|>u0Ae1!)h$hi2{B9
zAK7WTk^vFtgjnoE&H$O8E8hzo-!N=86a*=Qu3u2|m&yQ|O=M@A_@^<xIssZ7gLz*4
z6KJPN<24&8s-1qvB|_m?mPyCo{|7~Km(sHyI-&7t=Y%`-jtJrUU`-NUkn!&e<gXBJ
zGE0Qoo0%U0hj5Of1wN@|75)2`=7P@E3>@pGUD{<pGIQ<=<(EMsZ|2DYCu!zkpl$w|
zh5)=yvYJ8kG4N(_H4t6?d2>Psk{MdNl8%9y+<FLf-j+vkTk=J4$Pyq)=KfDtR}V2H
zW8U5stP%NFHb=n^|KTJi^xroGbLdL*p%a<yvk)*~T1Bda$d@7dy$}?s|17X?_GTE3
zSy7N06b+0nfgK_>LRa}!eUfk;F(&2XbAkh(?9rJlTN1IySAnUjDV*i`Mcee$=1qyf
z|8PAWxhf2)x8my6amLVe$M~$_yCYaEu^%w4CJ>a?qcrd1x+R`ozw5~7KAJ6?NAIwa
z`N{Zq!*tZU$D`+wax+zYl#6_O8IsF2w3x-FyRO=x?WLqBz)Jm2wF!En^4rE+8NP#v
zXWm1sR=J2hym=)R_LM3%znhzzi!Cs?pHW+~@eq;gd!?-j0yGSml4fv!0l#|*etkss
zitw&Fp$BH>Wyb=qH&eN#d|ZPJ=gY5}xB<Xx<(|^tt6>2dj8DURb=aF)Z&)YugGod@
zZTh5AP^s&&#|EJkXASNj$4=@$0s|xA-E~4QrqgLY{&)0aPz1VzXQ{hw8n0OjlSMjm
z1>W^>_+GJC+H2X;WMrPb70PSg53wiXvfGS5gC>`32dgtpafSr7G1HZF+U^;)7!;wm
zgmU%twPw|Dz5kuZ1)Jf=!dLJ5X73`BXtyOz{rY0h%erD}5*w-rm<GZKgnFVpCJ0^m
zO^B$E(^!rB1T57tZ&*kPP<i7f4uGJXetj3VU&4H|632BR_=T=ZzOi|sE*bY?FNjzz
zp#-6p7!T7S$5u~~9j6wX<ymO3OLp}np1+@HbI-$X@zmq3_(h^m6`HTMgT6?*xCs1J
zFY9MPq1aa^^zvk|G36o##m$rjE*XH${(G!+5*>f>`xSf?`0ca=-~nB;!9KPX*?3!A
z=Lqy2giWvBJ0};Nl%!bWjo1UaL`~RCU-hFieKiPp_v*uE>MfLN+Fe?Wogj`S>2xS@
zg3Q~P?h7r=@kOK52}ZQCGkSz>1P46L=J}X%ALU~!=%r`gyoTL^DLs9#KF9{z!<n^I
zyOY>Zet=DYP&w#C)2p%%5c3=comXrMuZjSjGi$ft=Jk6!$Tu4v!cE(l)}ntZ9=2v6
zkh@DC&guuqyEAA^UkXh9qOM^4ef(daakp*H<VaKd`=%&z90iD+FuZ)WPYmcmPh5r1
z1bRzn>_J>-7&FSD53!ZRi21$Q-!p!63Z7d4(0gqke6kC#T@%DxfHPCSR+KagO8rp!
zdgW%e{zX=Z=$={qqb!<YyXo<PI%M{ETC&(WdI)Te+2d#8hh-&C!5BNz3@Ejltv;>@
z(>U{LK6WK^GoqvFFBlV&v%fBzdZ0UFjJ*#PU76~kQfS!9&WYDLV&N=kt^Zs6RRv!N
z4)ZfAy?_}gJr~N4axK4gAib>RPd8CAVD^vE-mTE%yF@_$B-w|F`FsSs$+mRLk+(hd
z$E1GA22QFCno!Z|c!U1j3fgp}&^SIFLveR<1Vri3@x_!!h#Nm1YOCp+<AU{M?8UOv
za6=VLBa%U-g}8el+xUK+u<<`nVoYd^P8n%?DFNHiIS_g2#Adl}j!sqrxUU^s`1noG
zWKK<jCP>2n`>CMczf?*CfisY%r#J<0QK#*oodClQNbX^jZ~-xVsncv-W#@LYw#Tej
z|4I?=QHRJOVcyscrAQ7}^6DHfK?FLMETMFg+}Unw#l<yQl&vyBZ7^AdIX8h#vu7uV
z`QlkS_N=4=G~8?ScwHh7cRGN(tV$_{P`8kB5d#!X-xx6(kg<@xt>pS((>i!TStSNr
z84ahe!UpM{os)Z%ZuSw6Zo2ZGS&0D2Kn4;cFTk*u<UgQiUo*1cas;LzF<>w@Fl^Qd
z{bMM$s3ftMa_^c0T`?%Li4C@H4JM{*s1dZjszc;rcP+rC$NVwraEhwARBEz^PtYj~
zZDM>!ob9ze9gtmFgye8+>+@(~q}1nXPqJI{!$`dI^H1+II_&lzcneQ?1LUD?Au;}a
zC%L=+6a)$Wz7HAU*eC_E(HG)xNyz}^nm`%m(fgLgXF8IReG-9p41{*s@p*MlmoC#+
z(ZsFw%^f0l`GeC@FUgw-3Z*y2&A`>ou?~1fx4z>bV){54IIhoBiw1A+&cx_myfl@%
z=exd%=I-C3Gh2r}B6N@JTIw}(Nyghs*uq#@@6$qz)aN>VU4Z4s9ez`siZ`5zrPR=K
z({x>u!PvAOn|)KMn$CVQMcM7TIg1)8A8%q=1oW@^S{CDQCy=!L2-{)TLOHKpi`6T@
zW7`i{kzvQkJMLw46WWY-d?+@-f$qn(wsU1q6@y@vCa<=KkllCMP7=dQwngz_G(L^Q
zj^gP)r?HM3ZElI^y9(C(d|5nPcErJF8@9CFWxZgMv1mpI7)vwB^{loJMtF9V_gjvo
z(M#5CFBLDuYxOOc>5`IwFO)HbFa}APEmg3}Y&$iR-RXOdVAECDsi)Tt0qJsrDYE1Q
zCpi$c5k+H{Gnawo23bkKYeIjBY^eiN85PFl-&CElYi|F7bRsfZXLlqSZx(<SU4HWg
zD)oyVdl-Q*yKDy7wE9GB=ThL6dNdM-lxwWsf#kxO{t}dg3G9Ac!@QCt1Y2$IbDn~T
zVpfhXo0s=SFef9LWN+7J6O4!qwkZ?E{k)3vrFK(Js2n*SG53tPB)T9L^U3kv$QHB{
zEW*8uT0j;qP&14nXyFJ<(}1Q)Ms`gF16#~Us&!6<!268V;TUMGl7=X6W>G9j6Bm=H
z(O0f9f``2%@e8HwBGl$juk*U3Bk#BEdmzxrj&fN(AfVhH1ZMwBC7c3_uR;6}>yl0s
zB^FRJ4r&7d#>=x$!znF778%~aS>>P}@UE{uk9R;qP$W&O1Qss72G&Td)dLplO7^C-
z8LIFHO#GD|_MuFPY#F)1)scjhoEU(8Su_FqmC;B@ZKWXv#M9Lm!GAtNBbsjar<qq!
zOc#9@5P-5nY!>TBrVQ4^(`_dP%&qZ;!LZXvo(}o?=3$g-dyMS(X=5o6{ng6PurY~n
z3;4^;Fs;a9icJt^m0#0I?pI*)SlKv=o8Z4m-_dnx0U~_Fw-9w4g**EkXDm_tjtwzu
zg$T5Ls0-i497Gm*{yd87s84DA>#v=~UUcWbUgV0~=qGZxI3e+Wq^tv*3A-?o%3c^6
zA7?z64HU)EUq8**jopM_#QY0-jeV@yhT>^|>ei>9)*F<I7&%&NL)tD9*K@v1V!)Mn
zQl$U%SxYq?FuAzOL3Ek;<gi?@9Ph*6=Y|zjG8p>|?@aPH(<JAQNadS@erDtXe;gaz
z$(?oy6X}JGfIlMe0OUgO3OI#_U~$+M=E|b8ru@vX0K`VOh2kmJeDxuK7&%#7kqDQ_
zVn7K{hdEEImpIc|3~z&vNz*>z03FM}#0RetaUild4^x|pD4BrSbP9K9y8bzx0;71}
zJ``CEc77z>DoFO$`7@FTchGV9GAI%LjtyB<32Lasz((oebSXL*VfWKvZC*qXV^k5Q
zLagPmj*QZm;=YgMTz?+C>Eb?6*jlAWZ@OM4q&8GxyN%K*a44OBx#lA75ZMYK0qW1`
z$e7Dj#s?X-Hu?WTS=l%?i3AuUqufofIU*ggzfY-t@sV!twBIfD_`1Us=Ho#t86`jV
z0m86AVwq*9CUETO;Mk0-jBm?3p}l6TR<gM>W{zh+B7XwLmovp<?TyV$98mVr%8(aO
zCbD|ADU=EdNfGAkuQ!9dKTH}bvhMutS~y(e1!Zv?*vTj4N^-}0*V6Zz-=$-lQcbya
z?0vG_L&G4M3+<_7eh50tn8^}YTbX$<dqGiXX9$D(9|n<(wwggT+r~;jM!wUKLhya=
zEP$K&2Fh%0?{`s;H>C8GeUhvV>$(89wMwTCONNuDl5e2Y9jSs|zj*Z{YEp>8dmXk;
zln_g;DZonFs3O^W#sRn#h3JsSYrXz`8x@pKBl8}N91Z5Of~L^?$AlPdZF`Gt0VXs>
z>P1aFhaA3w(`*0c(kXpOhF=`uL^X=^|Ir$@14hcy8N@oXtz4%Pf2j-1?a|ca%Fwo%
zZuO5;b27$O$UA>HVM3nzv{|S4wotk&H$bU!$F}0T-+Mht3}rCtp6@3+kc?+-M$LA<
zsw;^>pyv=&TJu*rZ$hMoa6*ovd{^D7kp;rGH!Z1ighmytn}f6h>_U?$fvK`3EuyL-
zy)<*=TIxLz#c7mqhj%~Gfh@ibDGhs)O>3SP1w<=7r<cs7Fru@jdgRvs(NDc{IuQAR
z4_iJbPp?zzG18|T+GtxXU7>if3KsL?h8PU-QPYN8m%DFF$TK{Mxdb2$)KrrSBxZQ}
z(GH;6Z_js71eG1HorN`}{x7vT^p75(<Tx@F%14L)(a5P#aQV3rEVx74DTl$$(u=O0
zY5%^dZRQk&W|q>T%kfv?nIoAFidCiDyIC-Km{r0QYqf+X07+5HQ3afnOkFqq(lG-}
z%*qmcS~L{Wtw3%khH%)&T2o^DB#dg+zf=6(_BaWb25lXJZSdC3F==Cy5TX3GXvi4s
z6|JRt?$_E{OE(kosLsbnzx;0tk272mZH(*=av7SQt>#-mvYjngOwFi=G~w}ii4L7a
zTSKpyT93w*5&FKO=KucMRoK4I*(UDw1&{i!J5MS42>5TiOW5D<y0473vIS8inc^hi
zBuT8r%9W2_A=XI@w)gcSq5mwDRt>_`#;kqEHNuSenX-8!Lvi?OY~2?$ghawEbX-Qa
zoz`*)m@jCohK!+}o&U74E>|Nh;%hhzb7)vxGPzmVQz>1bdP^tQYUB+>iv}qo4nG@u
zM?a({%D5=%0ojOn($A^0SyW8<ShUe#fXink>~I^0jGjH6{&=S%j#cK6O>&oh;8W_j
zFi7>;>nV%KRO5Y;U&c^AyQtM+0nhH4)mPZXeRRTM3Q(k)VNBfn!RR7m1J?`n-#cOg
zzWjE~>3{F3IKU!Yah=~eUqW2Z@v-=RiotT1EXc;8EU0<xl|8nH<(U}lraFhgF6h3Y
zd3PxlbcS$nypu>>apE-xOy^*K-~$3Q#5C8naI9uB{L9m*5RpjOU$lmn@xIh6l!Qa9
z=p-L+mewJFFf=S_4R!e#un>Ylc5mwPp|2^i>Z$Db07+1v9A^K&OIzI(Nz~zUZCv<(
z0q~~G{@<s)r2VPCtJnBp8k9juPLIHg)U7@(Phjr!^%nqO#}Xv8<p2CX7bOs>@}A9h
zJ(Yju|JTIwe+Gx4UVsXF8or-OU7&P3KTh6Jw%~x)-Gt<KfHRRu_TB`uFbzYjUITnj
zU(C$xD^S?SJ-$d0ZQD(N)D$xUEwf13wx8hL^!$AkazT~=HqTL7^{Yp-j@<VuWxna6
zTapd1C<0MaaJtI%I7S8$+v(y|sewlf?pcD8RN)lW3txYaMRKM2c-;)PM~-LdOD9q{
z%~gm&<zGH~so<ox8cAP!9q<49A)+Ffv3ff4=|Z)uu^x_5*Ej6%nK3GN6FqWlEd`=y
z`Wkp8rSq1Gj@^Omj!5Cb*9pZWF2I>d?wus_#!r3e6k5HSt089M=6C-o`r%xlQp`Qd
zVkQG?RAC-Kb|n)+tLwL*CG6KGR`eFHlKl6E*pCSa&l01N+u>x8xEBMDzgqt*CQ+ou
zBqVxmo!AYqsx#Fmp=;j4YcqTwF9xdWr&7DY;4lNy;l8U$=r72*p;}Mh>|c^@|CgKH
zdWZ&Ye2Jbjlr)n43(35dJKq*=c%sijclv^WS_1eeGS!R4*GSxHSlY%F-uRL?dukOR
z`A9}``Kb_BW8zRBzZBEIVrE(}9YG*<BK6oa+tlEgMHdo!=qz2=ifp>BHC}X6n6yoQ
zz6;TwXBVU6n}8HX;du}CaRFg??+zLpF=FYsMpt8jYP&1?QM@zAovo?>0gQP<yTRx)
zb$Q!geL9lNzhUDOqf^UaBO9>#Cw;H>**&Q2E|4CjYeGu?oZKU`FvH1;XcMd9J1vm*
z|BJ71JHYQ|o5B(5rW!MPT8$$M?#xF9ncSb6?M#OtR!|X^l_6=K7~G~#f^DgkpqP$E
z<=*`3^AwdqqoFW+C@Oa_ax$<&@(a`O2sBKIuh*JRko={X@a{HOo)C#|HWb#u&_RRa
z^ZcD^JmHHUMZ;mDGjM?nr%V5c-%b<)Rv_3Ee@DKM?r>8iDxWY3%Bu;lbpYZlwm>*c
zUE3cV0RaL+c2fL^%j(mKWIpJH5bSN30k+Zcdb|xh_w8eMyHJM$sh*7hM&#k}V@vu#
zh>S}6PnUM#zkv0N6sw>p+Estp4XoU}%LUWqC^4$9&xSZOtUAilA>T|@RGyGlL96j)
zAQB^p=-~KHbr4%}gZhDUhFd^MwmK(Vw*#C8QlUYb_Y|%nq1(?Qu@3$?bve>b4r{-H
z$Zi)5ece$Pp-nd)PI{8lHQV755^*zc90o#=7{;00Z}$0&WZt>ssu+UJoQvpH(H#(t
zle-#3=blY9j%!))WlGFYyZQ~i<-riX2qEj|%+-G_oPurj@mQ_^xaV6#?Y_AWvcYV^
zJg55z*aNlS6oo=DjMTQoeN}I=0ms-y$6JVT%^P{N5_tsB?LtW2gG!aB^pfgpOz*tR
z&-tslZ3-hwwmH%DC;q@6#<s-qK_ii%keRKa`)0}bV^K~Yz;y4zBG<yn@Hyoob#9_&
z7r4vbFb7b2YYIS)6bqS(iubFS*zjlbr4)3&T6Yl4$9Vdt14toGfpQ@hdWMcE{Tpl8
zLq##UA0<?q6+rs<uB`?=Qji8l$DdU7gWtyY%F?HFoYoNb^u!UJlmQ#zxFy3M7Xy+1
zkNklC#jX?FG1)4l+KkXV#bmR>rs6fWB4p27fVg!(Y{3x6>&iK7Pv{uRXiK)U$yoYb
z>VV`3XZUC-9&SXwgtTT8aypn1_3@@zvgKy=F~FmOD(OP-Z#%Q5P5i_qG+Ux@Jk3}T
z*DZG|I;y80oQ!<c!vM|0i?27;`Oy3j%mM74B^Jevh=2>AW4@)vVF|3ygXkHIP^7ui
zcLj+17-f0NRrSk}h_ZiPLY_ZOB&erp!vP4fo9}3Q(;8nxvdgED%cddxUg5{Ja%63O
zUYY|qkK5Be=j%+o|CCMVyQzN+3(<PX;$>Zs>~dVMXt3rm-!Dd=bX~nnW;{53<)yI@
z-j7%fbx}Xt?p@Wtp`_{_*shCkmZtFkxuzMbDq=a8CC}dnxRBm2?z<|2n!Ccj8W)}(
z1QPFks~!nJt1q*K9DCXo`6w@5an1;`$%i5<967NcGi+!uka%U4@)tDNpp-{Q-ysex
zr^!yiNRvufB*2_Oegq$jxPq?nSCm7W&rwu%miCWCX3(45J+;fh4_2|UuHGDBjSL`K
zYS??p)5MnvAix`86MzbZOh9{P+X92Ow2pFHWf`6ZQ>onz%fV+mFD!QT^+KxR)V>J`
zX$w1l%4tgd1~_!JRLeml!7xX(FGfQRJ%sXhmu+`01yunyAJ;9D-RJ5dX3THAbW<P;
zmq<4DO$(`=fIP4c5ryN|QH&AOVE1kUk%W{~v6?KkyN#vhF=EOcve3y>Y0Q@8uT?=y
zz@fpeg*3&bpkRIK1_WKrch)Wg#%yPRHm(PAG}qja207uDBMk-IcJOO{yf<FtzoMO(
za#<7|A8VS3Tn_Ua0n(~DvcpKrj(hR0F@@hWM6-D%UhWYkB;AQ?Xp@Bc^!-6PezP=a
zCLMqMbX0q}^e@c>uDP%Yta<-LN4a#vDn;c$Ft;=46|jnL!4|bkm)q++4fb^95p6dB
z&hvKcDw}ya>PzF7W0DyxD`@xADCx+9NTJ&>Q&G7Z1DRqVH~uhG#hwd7-}+*~AAxcX
z(a=rM7D85_OdeW@dQS75jM^`V`JJ<tS#1*i?%%|gYQq0<-FOQ7^AyGGHkviqh9xX+
zev$b~pIRe|X<f1>dhBvnM5FW9du;&7VP66D<({bq*!GOK7A#C@lH|<yfqEwi>BA+)
zf^G|*&9_Bj=Etl-6oR8&)j=d*2EoKgz$-0dX<LC}<Y*Ya|0km!D{lpvbQ8R{)+I_V
z4J=>nkCyq6v38xt&%<b@3>=P6pnsO_03V=9_a(GKBTNgIa!wB<W)bC1#=unX9ediE
zbhYbKaa22<!u4KXRRzswUM<VZ#%&~ndE0hJBUDghg~ZVvHxu&0AyL(7KSfWRv~xK}
zu0QeZTMCIl7BkPKDGeE~y>$$12bjAbdbC3g;+;8z%qSOgWC~p9KV}?!n<!0;$2&P3
z*`tNyCudL=CaT=op8ZUO6dA7hMe09GPr3IRj$IK}?n0r0viN>?Y0V)nVGjLyoF<jl
zFEq8OFAu$yakxjsJOHj>h{g@fQorgi=tz-nle}r~LPy3PLNlgfB8$UwTqgka<vUyz
z&eLj^(A?f&C?+4Xi}&oC2GFJ?#$Sa+r^b@JzDirBXJ=_O6~I0t0{f{-8Ux(hYc*ce
zm%i*dsuQ6j8KdigGc`e4-{(TjlnCtb)`cj7LmIvOGg?<u<BE4i20s{2M+{}DB$5%f
z7T6bLOh&^Ub_#A+)_%x)IxTKqyT5iZuxlmLWUfqtYG>@%!o@<nDodQl1w<O40KgVH
z3vpDmBj2(kdycI^B6<Rb$T=;olF8gK@`m?LLH0Z}*Yo<sc<ma#i590dw5b}G9NJ@H
zMl*bkagwnuts6LR`ztbJAHE%h;-gQw@$Zpeur?niR0I<D%2as|e0dviK<muJQBW9$
zvdJ!c|C_EdrV&j8Xd-A}+-vvRWmx;QeN4uQ+1xmcWfose6SSdC?E@KYcrv1Iwxzly
z`_b{KZgcOid(`5-X2)Is9i~S;{?3@2wD=z`dP-qdSm=tHwLe}jbo$Y(iF<gw|KHiu
z`h3x4%a$9TeKYJk1H;b@BX=Jie<yOV&eAzEXLh)&+~TqH^CM@4CpN)Fi*;Q(`n?Rl
zoc*XVd7&bA*swckkLD|iF9*LpU#!zmUMPEO0)C==%T(9AmnVB7T9$U-wQ(`h<p(LE
zn}Yb#;W~ENRu<U4Jm%JSiB&-tB9I0f4+3dEkIxGNW<b3lP873TET|SCPjQ+y8YX0T
z;|b0iFf%%5X%YZV^QMT?XaFAal8K%R4l)$JUWQspT292*nc>Rhzg-)ja@jy{o%a=Q
zl2HjGU%*)D{8#apiNT)`9Qz>IjkZ8VG6?{~H~6D-PYigOskfQGQyuK{?$c}P@*e#9
z1+j~mZX25%*ihe*Y-2%w<$Si%Wsftt`*#qD#?j3!V3Rq%EgpO^(0uc?kx`|8&<Qg3
zaKTNs%Bf}zJhuDM>&Kby{z>$@G7Z>+7vCCs&-X_F&yTT(WzWEsjP?((_i<EI>dXQP
z{7pN<Eaq)ypti7WwaSGsSkZd5W2AN93S~zERW=Y{`YgpG^vEI2lHX7nvHh>xzkUXp
z<Ep@c(%<9#p`~+JQu>Bh3!5sq0n?w%Fjfvqj1z*UZF|<H7(Ub_;SG^|KlMspe_FL-
zA00oHvl<P3)?lCSBEa&D2+M~39Z-F_&op48;;&Ex;<DpK>HY+hpH>oy-2lcPOxP}l
zpxk_`0q(5k3gEem8`zh(amHNB8o0CIfgkIM#>nD_YNXi38L{Ys1r0gUAv*r7SpeFm
z82qETM_>H0n5S|w_GiXB2Om$^B>>Wb712$XxtpemX{f6_SS!aApNms$wC8u?)&D%@
z`#})o97x~-w$T4`n(ZJQvP`U=J5L1*O+%3f=ess`1=a?vjBbkHEM@?KCPWD_py`ig
zS^YPS7(ph#yPo%83`Tekg!5${>dn4}5J;K7P+LRNz4=Ey<%uK@eqBOdkbM^-4{=qX
zJx&$(Zl0cUb0c-Jsco2q88Z*HG(PZo8Wb(&lOfgyLpkbtFZ;`>rU4hQnxdume6b$o
z5r!Vm|AZp9`-Zn!fg5<^l!d%@9rWZ5VJ$F(e3`A3xht)N$j$41if)1dq26#MFC2~F
zpsaCiZ@P0+RRk$DB#zgX<vr*HCg+c`k2TW0JJXKo$@_WTF0V(SpW1!=_fYVj|0Z}%
z_t}C#_#f%~hXsntZvk?}UDw7NT=n!C^wKcexo=MHs?mUFE#vl?_clT=_&&&5Q|PJ~
zPH$elp7ttH_E=NZm1=biM$QAAE}?X2incpz;3410WMKq&!1v=!>URK`Y8$3O_|BHy
zH?jJmGnuk1E$=}!WN8tYXPQIJFktkN*=I^q@#famAB&CZDEF*VY2hzWVOdwt#Mk}7
zO}$zCr;cP&HI0vkT5ey7p_2m#YLGEG<#~ijy<Abb9rspUh_8EvzJWELV@XG({5yu6
zEW9k4CzDCDpl0;g;Lg88*8sDQWIq=j-)L$zNz>~eBL6u{5WJ}%qs<RtbN%uT+L(Ql
zD{qPEI-;kHCHCnQOMJ}fNU0*SEBO8Hf|eE0mCz^56Y?H(RekWrf<~1l6PQ4AO;tO)
zs6PxCH+=YDD4UAt1^cy7edMQ1rOk^`#n6Sg++O#nbgAE)QXia1S?(Zv`^8uGJ;fCH
zL47fWLuv4K_i#g<xuWu?Sw!svjbyB5)a!R%WcM-X)kK*!eg(Gox(|~0b{FZXHeHLa
za~X<Ca*(}Bn=TCk%bAi@KN4eo#irbgCX(;MB((jHYk$srkdDgjHBkD@Q7IiX2RB#!
z_JZDSXU2$cWC~oyA!_u}i;S-$7&r{F+!^O6*`mtZL7hkkW-0BF4ymXJUix~M^ihGU
z8`2LmmNwKj?cmZb;J)A6+&AW4?8Ov#hC}{9E0p6X*R_tFUZV@Er)Qt(*?yo=YeoZW
z|GHnG8|O#^hhSg3Co5JZa7nOndaelv`mJSdr?R85D2OhoD0Xc`6|6cgKCfB9&x6yP
z7jN=fI{L^t6fiEjd}**Qd9}|~(Z{r23UhPtI<6iyAVFBq{_2Z3$|{iQUM4;>WfN!W
zS7o&=K~BxXvV0@Bn^*FJe&~XO1M?nOEPGq$3aubyk1s9%9>gH^!>jnKIJFC1;Ox+Z
z5ql*8*@kP=??pUCzksl(pzf|0pD4B}o%%C;AnWeBCP_5TbWNygi=Bt2aA>?$>=toQ
zTa822x{;8aA7pR8|0@6MHZ>E!^+W2I0}hFFS`j_*+b*Q+Y~F*Xs<3`^HutH^o9trb
zYyNB6Kppv!CKq1irm#g8#hW{CN^7O}BJPv83#>BG<qO8x2MOiFrISv=5UKFsta5SS
zUc<@wx*<}h={4(7Ap0YV>1j#h$6<LGk1qcEoPB--y#aOpJlbs2ydK7m8vQ=e4~G%^
zuC<<&W1A<MnOXgb5qmFh@O^)fb4CH5$-1fh(<K<MH*-n5gbKoipttA@lyr89pSIb4
zD2a57j^A!-H3*VwKX=wCdlgWkHxr32S5BJ1wH0;py7M&+Iw0J0-MF5|Ib&!?V*ez$
zH+%&;Y)N;~@T+n(vEzfUYaZhD&pjJz>(KXcjvnDJgx^c03aI=p+q7Q<p?cZds1hBe
zY)TbM9_~e4KI<4<rAwkFp?Nap1?EQ?FX#kkJ6X2~9VUEHJ%zR!S2}=31~B#?_-Zpp
zS;V^62e}B(=%#C^hwpnYA}Run&PdV2Zqi9$)2*$p)W6GeM@XCJb|&v9wG7jokB+}7
z)gdpj6h~;MHt5apep2<3@O!`(bLPCw=~KNQEU^5w)Cp9I9nT+iFXH5K$KV)UQd|u>
zBFa>z$TU2;!g;_$bG7^?A6DSn_!E$O)frn`=ZI#TjwH1hslf}e@JI``@P+4u34F2x
zy!U6Onp&mA*VO`JA#f%RkJ_3t73uSZZ?c4=w*Y`QOd95xO$7knm7S1I%5!ZTF_e^q
z$LEEsv<JEF^Ylp7-2)W$0vYPPnIc;drgbzSCH>JCt&^+5V!tlA8WUgFNjm92O^Ka}
zXCb<@L{X$_eE@YwIwg-DT4-iQ$F~gcNQz{N%4}7?F--xTNzoXZo=s9Nk3Ql^i}d2=
z&+nl_@<#$mOcDocnsO1PxD?E%2)Dl-K<+e8N<`y2+VX*1y@RuI;bxHDa1~4SXl@qS
zfP}E=H9-(<NhxTp>89{H-%<V(?8al-XqZmQ`1KLkG?FuwYVvjij1hjhpouW0;sp{j
z&J*o5L$!J+*!`NsnIe)4_#9veGS$o^5w?zts?^jfI=*hjQ1sS-%4K3TLgNi^Drzb(
zgr{Ry-|S_#Pmsl1X=Xyc9Gy5qQxF|*=Afg_2Sg8QD>!FBG_PWTES_dQNA6?$m1>O?
ziTpwPq&`y=m6oT8`~uqgI{8fDBWCCk{~fjSaA$(Jvw~o;-0uQ>oewATR2(dyMI_?@
z*rVE?x$ZLDeakGWd@$AZQ<?jup#q*WwILLpbT>t;S9B%UiA;uD!C6r$lRlc%WYvjO
z7?s8V9I=eL1O46kzDuF(7L3p|qG6|F7qU%=uPdR7#E)a4q<h)dc+ue}F?DA{l;AbZ
z=K?%5USPDdVL9zbUmswaspc$nNHoVwSbT;KPg0mA@aExTOvmxVTHe=Hk@ihTG8tM*
zJ%^^8Utw_5umk`xg@rEOxXO+n*X{xk9Y4Ufb5#U`&jrF{@u1x68+vzEtl&#^#0DlW
zjJ7055uf!<<Gfc!r<{)W54Iv@=(^D4rog$hWp7G*gK)jPfhPJa+sbImI@3hNBSX)(
z9MSf|ZaSbz5(MiZ?Ne#<KJ?$3jTT$fkE#BgF@h8n0htA)L9g|-jnH0>j`zS)e*oDI
z*DP0k_ze&ER!0j8%Ko;oq#&a%9uZwh?dy~CQ#65F;hUMJsI=h2LQb8ht-3<NV$?G(
zIGXlCp9WjcxpTjV<#js#DzAOQ?E{WHe;&%UTo$}|UFF_KZ~GtA=5WD~wwZtZDGj<L
z7<?bvxsBi$=-5*8YzFW?rrDRj?51!&sH+S()|_lL9E?`tz5Q!SWs?~J8=!A$5t<ui
z=BiYiuE*DToI>{okg+|g|IePo%>3NuX3M~q^_hdg2&WxcYm%U-ByOC+uS3nIcl5*=
zhR6$#uhWZ;w=_f7->qNjC=(~73NbL)knP0S^a`5sZ(X}wn&lPUbm|Lo0pS`CQ>)>c
z7ErHsEqa{e6lLb;)ITktoAD1OBytS8vW)>QW1}Yk=gg$2#k;%`Z3t7*u7PqZ1J=n=
z@;xFuO0S9EXx!Ws5ZwKTbs~jP@pb6UGE=%YwAn_7Tz}f{OH74@9_2gsI{KisOHLxn
z4PxW#%!iU|meKLSs$93i7W;0btZ0w)5wsAPQ_R3GnUjkir?XI+_{4*&U!tg73N7-s
zj`|^jMMzsdq*Y1#qZOw4A9rPbFq(iKjBqBu#hT=c{HN8_a0sXLx9CKQ!T8<zdwlZX
zoxz`VB)e)&*{T^`>ZA4SF>OC=*@@;=e0D-!Gbj!8Hc?Zm`j8C%Gh?|}xJkA#kCV}*
z$sF3-VGlsZ)z|~{LVSkt;SCOyK02zs@hiHrq|oXI`7OpN22B{LkwH#c*jQ)|gL(#b
zRM)@=L&<|_{lu{(vJd=W{V5?2VuY*@LU#5!2fsjH+k@I`c@L6cfbZ9nC%Y>4A)iB~
zeb4Qi(}8Swn)4!YC>AXj7ya%zcMRNOVZHPGl)svw<Lm}wDK@L0#rFX&rCb^sReBm5
zxAkf}22Y!zT$DD?fP3$B+Vq+}vbU>-68)B{w?m|l_U8uQ>OkIPkCMHeI$Gj=bqdwk
zky?QCuJtJ$NRC@}cKNER;K3c$tDzB&*BoZePM?Q;f&Hd67!PecsS7`IzM?XjYk`Zj
zEWVfO18U>ubU~kGMbr1ZrAhrN0O0<l1+wh@n@6^h9~r+_evicFv_o3B9d<z%KBO0!
zhJRMkUWHp|o3qdR(I}*(H^UScw3S@>6^VS;KNN@FX03`&T=041cK8pRalC+@>O&-2
zTW*{uhN0!=Y*%KU6Wmn&;D|EFNOSU;tElV-QFmJ>Zax0Fnzt|_cTMALP}7a^S8!qx
zrKVl&90lqkxM6HGr>R1Vg1Fn9#k86j!AIUXrzz>5X}s<2@;#ONW}!XrQgi~Dn`?PG
za(Ej6-bJCHDj5}vMqvY_K1=x7U=$&GkrN=GOsq^aNmTclyf&GNND1xMj;3q<zR@8D
zc@}2%n-rBLc@HK(BcT!a$Bp(w-o$&zXeZ!-6ss@Je;xm=omux|hra9qyX8vWq$Aos
z2T|{qG)#kvyl9~c$h5550Ugqd`HF~K?;Nnnmsf;_FTW}~+NNvM?uE#SGI-S8%*tGo
z2yt>)Pu>J!IL*hOPp3P*xTFvnI?9<oTPNiF#ag%7Z9ik#Gsr~q6w1Qg@sl+DStA%l
z(9{i{Jo;s924nuZk6FNP-pN0<_Dltq5OQ)%lf&_?;A=DMw{jj{(Z)Hh8_)G4@1V+n
zkqlRDvZAbWTrm3Vp*h|m^b7UsKaOe{)_JZQSMzsx8^><M=y(*LY@<P0tg0U=em7}t
zG1oFigJVFy?}2Ly{sS6h&+pQ^P5(v-jyGM*CjhJ`-=s?or9R&(D&M&&nwL(rLzgQ^
z2wRiHfttQ-sc)At=VT`Ed2MYRTE!y2EINLG14?WgAwy33d+~kd<(i!$A@7??537>V
ze;qKGS$I%;Q6`%Or^{u_j@Qw25<CGVPRFEsk?lOC`YWl^PtnKoT{m9urydPS9Ut%i
zBcHYpyKcU9@g8b*UPPzOR^Y19q8H8f#y||u3h?03KBwa>G9>7Jz%1Ikb>B+-TwfqG
zz+<BxoPSJr0XX{g0Cq+|*MD3aUHIkHpjpam&v6#9LhNmw-DOSBJ4@@FYFbR!yy`;k
zJktsrV({>9^x;IBSF7$x(_USyhfA9s_^#k}p@!e-=!3n(oSneChiaWEn%*hPr8?;y
zb+;-z%kF*Yj&_CW>d2o(uBwB=fnR4*aDPvgTK#Bg`2Hoa7n)BVKmLV|^7Pvm!iH^h
zvITe_g(!(LFY-eB)KzD>;G?;HAMOK0=J$-u1{JT2Ha?Wwx3J|uK!mu8O%5iw`9E#;
zLQb<h(VO8lycM&nozX7U+O13E)asGh_BDTV*$z+SUlMzMm&)cMkRMCpHqMS5uFvKR
z5g7^HIXIkl`5^0R?{cx{g?-a>%wGjQE0Fp-*Yq1plu7mIPYkb}`Zqe+e<3>&m@4NT
zc$;b6h<rF?<WYJOz+XPZIQe9erKa|>wP)~AxFqIonxJu>lUoT)*tN{N%i3p?7|7r&
zlGfbEYYSif!%a1-U#VC%Sy6d|C$$)NHC0jE!?d)mHYxPqPkBKcWvHzPm;*%#s=4{j
z8()*v-Z2h1K`!k)>YH^kO9Hi{q|M%Z%K`18Uup7?6Z(hx9fxmrKzqcP__yoE>3kpT
zljqqHI0Pa0Sg-8;dik5z?O$$E5UQ;QZ|gwvojT3QMFJKHT!fkbsWvWqzKD7b-q<6f
z1ijyz{(-hsmP{Ll=HvJ)!;=1wCIk)CbiK4;apS!&ba3q|>g8BZ)to+cXYA(T2no<H
zn3`SomApq`+F&4NMWlj95By_7c~2|lgcJoDM@N{|50Lgh0hjDnG}g9-#Z}g;{kAQK
zKy*OdW&$YiLOKV>$|GJoSr$LPr_1ekyKs^tddAXz#p6HkNb(lX=FR5hTAqTA`p2U$
z%1|Os=?Zb(vJ(`WKb(g$ynEAd&10z{l3%sT)9cT^FO@cXHoUy~r4Cu9HI}_CUV?`+
z{^wz5(|VsGG+WNh<1{z<<RO}kQRTg*@;TK#x;xek;6L2w(jEsQ?dBp{V7kaW4x!IZ
z-}VbR>#DeET0a>^w^iaK&6@csn_nAP$#bd=Z6k7LHV!Zi*Z~|0>o;2#3<Ec3YI`6e
zVE`vJAW=YR=pL5q_Hf??;m$MVx5*Z09%-v7k8AQ6h9eFNIL&OKTo?Um76!RowCrdN
z4HSq()xHgI<)w0INTtm=Am#Th^{Z&!EL@-2vn;pq271I>M4hZFwtup^7b&~FQ7C^0
zHNW9@dmvoQdoWwI3AVOe$7_1c0gB4@vWJ7w(err8W@$6p2#0FdsXi!&A-rxAEzr<h
z+3@xtD0NksnFb)SL9P4npmwr!@164erg2hvOf~5qnyU9<CSNSA87M=(LW5j35gzf#
z?274|V_*(I%YZyrhBNj52#9Ionn1og2VbKmqe^l)yXoDX@^ek-4{o8EJO}Nyo)pi`
zolnu365_w;YyfXkFKLhrM|vzzJ*FKp-#9q}4Tl|c6%Ao6`!DQ$5OG*rY!Yy77|=Fs
zjx5atJF%|aPN)eyS7SA1@aAvuoDDC-CRpV{`Ac3s*S65sR8wtQpTec_+GYWBe2!)a
z^3U5ZVe@Kq7LiCiZk7L4HNd{+h2T?yX#QRgX^roE<9J&OO}3zmd}6pGl{exbPyXFP
z)T!28;Fcpl%^)X%58JOj#i7tKmzUIJSM9T}si0?Z6iSZ*{v;7+%orK81HK&n6Iy|<
zoX+DgxRX*Rn7lahw5wiASTo|n`?Z#5BJM{V{o}?EB3VK$H~l}`p@7lnG$CThS_l5#
zWo!SI6?|>f?Z=Y97I*ZbJ$u=DMX(c(sEQr*(;oGfGQYiGr8C;|BE6^R$RgLqWR{mS
zz2PDpYZB4)w`<pCgVfo4#Pk{mY0#R6#*>IjPAPAay``;vwza2YBO^Kmhv#Rwh}*!O
zHypw@e_fK4W*5PeaAdym<(40L5BnN9=3w&rieL>KlH0f603BGXIJ*@5(EP-7>7--1
z7aNaAp_>-(|HUsTHOP^VaHzR(;Zaue8}8j~_#nPxkkGV;1S$_^U$#c!&cMWBnndX&
zmG<8JlxIzam*Vzh|Gh7(JhTauxnw(0Ll<LDn_|c#+fQRN?bNKEC|odnlzpT*C`h(o
z<ek3*mo;DHY*pHy<{MvWap%tff^(Y|$R;A>FW>QhJ%4n;VePJa9yntLhK4Lx_P0Uv
z<<~=0HqV^Wkp6O3Witn*ca@{1H3yM}hN#Q_0n0GV-hU}d2b~ZPYr6xTT@Isv_<n6y
z=}1R3XNWaPydYe?b?;bqD%z*N=A7+oEL1k5qK4F&nFSpD4uL!$M_JPWy2b6Kr5@CR
zdGn1ISDw;Gd%;!HYP!!iP73yGc&V6gtoCq~9pjGHmlh(M%X9A3isHt%?_X5!bMUc+
z^}5W<mq+z|>@*<wp_HLHXf+mjj2*iqSsfjpuKI8U^7QxvKKEF$g@aE3@9h+v_Q5H*
zd712?X|8RMSD+mqlIxaV{UOSvzVu#8(Ap1Ar=y>)v8yZ?_P1n7dpcIbW>lf$lWn9v
zvi;nTXbbNZr;Tay%YAeIUGt{5@0#6Z2?k}pWqK-f9_wxvpna1zU{q7}fYf^t!JKBF
zQ!r{1J-`UB2@N4gFWBE63PX?}@Qr397?r`JN~xEV&jP;h*_Ob2Z?Y{PzR14s)bcKY
zOROF7I>9M8FniU#mcQ_t68t*g)`FJJTD>zZ$G89&zLQD)jThD3Q|?6!2-6O_XIos{
zk_1OV^;lUvG6K~(|MSj`OL&J%)~KGw=bGhxlYmX=OonYQqqsvmyZ{-{R>RB+rXW7@
z3C1g^x*f-?52Emu_Y5A?kzOe}HeA(@I$G5am^0?Wx3Y)(mjs*8Ys!rmgJlnC#lgpm
z50CNg05Lvs-3~8(+ph<18q3UXmy^PE6O9Lm4Ij_+J3_fXY+#bdJV^4J$rCldfJ@`E
zuJ%uE>TP_9TTBf%;%|ot@uei}I9~HG`5II@{3^fM-hnd(ZQWgY4>%9-vG<uKn@FR8
zyXk7_sUAcgxR7R6!@hdvMo*T_V}5eEu}~hy-GoMhk3;o2p<y@t3gjgVmBa;ENH0m@
zD+EQjCYTjC;H&a2v)NtH{|50ZaWM`ralq!Be=mmana3p}Cxkv{ec!Zz=G7<*m@_#P
zlGa+I17yHj{w|0WQV|*_YEK5)%&Z$U)rVdS$+)lju!m0NGMkEIh|JG{PXTRWsMD|i
z7Oo=~8G|x6PH6Nx(|R^<BH2*NS<%Bjlm!gvp*Y`Zh$cpSU)ib)0>TFvlQ{$>i)mY&
zcd&=>IqByqJ5K8})D_IVka@F8%FJLwrj+KfMyEtRiS5U8bYYbG#IgNAkSSX5rVb*>
z0BW|9+RMTGa4>7k;O_gmydG325;}nTrIc3Zg_o*|(=aq()n%Yr{S><Y&sk>*c`6(!
zwQT>@C4r`z1N3VqOZis!!%2cTnuBeuzW38N$tajqT8YcMELfXp8o@E}(~S+zvf~u@
z)F0Rq);|3~I!;3`k*&UN{6jjcGL|J`2QeKbH5740zf>(;N3@eDz1S|SU0%%1qbtH=
zGo>^)lSEEnYcs|{x_re6wg7{SDw&^(0`no;gR;B>v}qN6YD0A<H<gA*b4IXr8`AlY
z6TzG^PI}2#HvJT?ma*1|b~lCc3tY80l?^YAWzUWoVU*s?jVT{hXYa#aLUJZpas`k<
zhzv1Aa#0Em%lIY{As!VZ2r-N(MzJ00T^h+97MGCnI+yE2ClfcGt)c5IS%PW63ATAT
zefvg<MA&<IyNI589GnOtS_J*^QGa(_RDaZYl*us5P5q>jUqZ{HFs|g7$`g_e=T?aC
zzCb%D{v|&8dq14TK=T7yFE%{JIX@KR5oxRvSaVboIe<O4Arj34E*%ypmY5P%?n<$v
zf%%IgZ6ER4T?{+ymQRY%O4udlB#kr^R{HYCMGVODMD&GXTv>Mp`Tpl|JjI9OY)r{I
zv}5~;j`4<N!`ijrxG)x%C+ec2qf0E=m<$;smkZ@Q*9qDcKEA$ovOpwUpna0K(Px`f
z$jZS-;(OS{%8p(MV#rtqS{tgV5?7vCIaiiIw;+f06(&u7Yk8UzfxC}bP1L+*6S;qT
z$>^DAMV`KF=?`ceK>Z+7_{*yIb{*-BFULr0;H9DNwF$2lQ5Ad#b;dz|7qX_;7@E*~
z<PQzUpgU)4(*R|2;TTOf1}DTFMrt0hx3ESJcG<GrFQs)N75V4ii7KDQ7R(aF<wk~1
zJ{QI9T-L|bic!NNhG#}NU3TI}267Y(WI7#FY_XxXo0Gep4?D#O!ZQIUr|o1Hx6??B
zI?mIPrZC`hZQij<8^ZBb><U5*>}7#g8uXIIN1bAQ4ZTPyim-f6vaR%)GzM8f_*{K)
zn`^v{FJjXhqK8}u(*idpukz1Kj4Izim#|G_Afbj1HCFWhq@;0^wT7XA5o<-K)DaMq
ztDto+IL<QS_}Nlq?h*smolR{g%l(OYXYf<=UHFyZqCiEB$RItFOcH6V2wk@RlKN9l
z&{|}!4<u*pc5%tBE*2*m;Y({hc=|d!{tiV#l*XbtvK^bF2xc5v8p0(pp`q@%aV8XQ
z%B@~Sw~IuCUe0^)layvO;}eo;CY0X?-h^6E6`qCKjP`YthB4%fbG*tGP#7y;i<`Am
zXmID#8B>t&Og_z8G!eNCBe0C6)f|hw(#le=x!LI$-iS4!Q}#elJyiu_)%ZA+ES0@A
zrjyQqv4llzLU+*b7+{SqqG>kV`N(D!h0<u6l{AGRqR~YhsNMG3cQU^p`R?LcKTC-f
zCYjQ;j%S>C_x+ew&aB>16ryEvf49i&?Pa-t(v%^*MA-uc6V2bU<uL*?N(fZBQyE3b
zkXO-MBjxQ9FUHn}%$40YE11n-Hl^fGncqn^O_pIM37U$2mJGWM@(ZN2aWhfB7boH_
zdw5{U)}C}ogZyn`U{(^uhIBy5iK7onIOw&U9?Xb=+lw(Ic|h`b&0iGR(U-^4w1Dx4
zXNzbtRvbtDeRZ_E0jg`km{aMo1nL@*Yme+?nn*PTsBR?+sUgGrL?(934+z)CYPvE;
zCMW*ULLtQ=myyF&n(sTxn?>&~*>Eb}e;V&W`-Gr>gLR@n57e*=rlyt1n0;`FRByIh
zWhX{R$5FhD3uF5qGDC)ABM_;=r|g8~oZOCd{^qQsx$;^3I-VvE0iE}`A73(nju0a5
z2#=#t`D8~1+6`!X>O%uI>Ykz+<mK&D^Mm-h%@&-MBi*cL4C--zP{zD~;bLT`adUFn
ztU_1@keZJY_L&7lFxZ;sBt?}|`%bLqS8@eoTlsPvNiZ#-Ws8Ibwg_r!Oj!SU{L=Lm
zj?`n26t6WSMSL0qto7OeejY^)^*aXG{Ww7#iOHhaHhz#Icu}Y;s~I;h$-<$0=Hdd>
zXL(jtM%J|tnaBsi3!Yhi>*4nC7?nJSPqh^7`ep$ww0dE%PI@q}_Ub+|KPTG47$5oG
zM=Pl|t<Gaph#R|+OQeX5r%M_*3#un5qs0j{&dE(sRlpg8kMFB_GQZOlQ$1O@jTHLK
z;A81pPy!WbqIpT7BzI%mnJ-YrED~Sn2@oIC6U0gnQaDF8z|rRtgKws~v&;`(VrcTc
zs8l3Xe~px0W!iz-+VfZMu6VV40-NXReYAVLA?>V%F!XwyyG8YW@{VPRC@U{I(`IS-
zpi#vU)`%GG-PmNVVcx4+)l+$=<SRl9ji4wi8AYh;tZg)<;)C4~d1FF1E=63$NLjpz
zM&E>v>aw+)%x^neJ<D(<SKVaCL$vGJ#e72qRnAh9kdI(bx<oxx6;b|)`IUgHvK@D2
zR2^q3d;6A)6`9D!SGRFeCWU<-i{>ef*L>p7!&Adq7CDI<B93`kxNg-d!Q;M6LPiNC
zk=Bd(GjE#I(^P%{Qd2xHH;JxDK2?0<WML)0WHP@K1w=?nPaG0e`UAeirHhNip;Zg{
zbcPuN5wR%m%7*RF*vy6d3#Bnk>6f2haBPV;#YHj07cpre#_`fVwu=sx7E$GhczwFK
z?D2k%)&t-z2S?i1FkL#7WzUhkXkna5!8wXj>RAt5WC#;trmW>U3Ee4J57KOBb8#6q
z;GCdh7w58xhMr!a@?^4CKC~!2w{{?&3uWnTWEpx%^V(SPxh|d1N}26Ni1=JQ44zpO
z#>$zE{yZ&sB=S7*64FN}X&e|EFp9@<f%<d}Vi$k%{Bfmp5^Y9B)ZZLeY3<piP7Fzx
z#RygQm(cc(j`<)_Fr^@qbY~#T{6Tj7fY!(azmO@<j?4T)=&ockwT{$YapT#7iP0}0
zdnPVwS&5mt2>xJI@+@)8{4{~_i|5P^R0d3tXin325Q7I`GPF?yJGvNCbEla_^hgDK
zkF0c+B`{P=ZZEZ6e4^uVK(CBVO22fm?Cmj(W^VaOYDW&AU{-*vemV&1<e2hI-H}+I
z)12Hsd@^!4@%`HX^xI}OCw2FM9Un%-W&s5Z(SLlDvtV>Jk|ABr5uw3}PeZRjK>PDL
zVc6j>@lDJcB-iWC&?f8j2SuqFW6b0_W6XAE|J9hw;-L*uuGadL^*kBQ&_fmvJ{w+m
zN0s-YAc^~of!+LejMR%^YUDgG*6{!fq^(!Mjc3YQ_G|s7(dXXW-i$CH-I3OdyRLZf
z-V|miU@Ug5VS1+v%MT#E&j?<uKO8Qm#BG#4Wc+5AxLv=cjL{UZEiwP+h;%Q_a8Ulh
z#E$#~B{xxQcO4_Wv}l791#DNQwb4v4E9u@D3@n2lEtEwtem{u`;7E%)M<1pekmJ_}
zu|l}k%q>#(i_kEaHb=y#?4RL6c^3-xvaSpr8?+^y2ZcQf-ujr;E7&EGoo+ZOcsbO3
z$6#iC@uI*$q?|PWh@&ZrCWG@YT-bp<_g6$857Sz*(L;~*!Xczfv1=PYSyUwO3eJRN
ztIhoLIoB6gTT_%s*>T}I;*yMnLU$qN)3xozs6c)bO}v9$fjsRy>{2Wvy|UA^gTCl9
z2tA)7lv}e|4;L3y5yyE@lM%^0lMZWX$rCAK<%tA|MO3Y1=y)W5hHM>0BfAI@=M*x(
zmHay9FNqs@69=2oDT@cZ5`!D?8891IzP*Ugt)=K##<~WR4Y9(==`~-Q;1}dc>B!!8
zqc1elWpml~MAqu}kWZ&-H62p&1;aUm?_>}Ad7MU7HHn*xlSmnaK3>yYlun|`9H48J
zBJ5?PF^EZ3xuh*Wepj~lLikB~UnCQAl5b>h3pj6P3zhUY28OUl#he)Vj)h0H%&<Vl
z-*s*yBX%**L^59Hx0Fv~wz@p34#yBPMz@1O+lZbN^Cevsse1A|x19n_J%a&Ff)j@~
zwyHwcc74>74Opf(*(#HnaaJOuL*l(q&N0Z079r!cn4iv&!oh3yTvX*^yK=<WT@kK-
zqj|~jDWvFI*;^TV%$hxxQSv3ND8k(?v*vLH@O(p?XC4LRjVR$IpFD?du3TC<UxpG5
z%+pAOOK)$7n)!4brHQW>KZLE0B~O5tQa=)t(@K-ewQt-hH=M$BVI^`KoRMiE4%ts8
zTTb;zb*MPxIG9k(3Y2TTrq%q&CdtmEAyZBZBb{lQI$n36Fil`h2FYS(S*VRtaFQ&=
zWw`(U=3?3YjABNB9G&$)8d1Cd!TB6>*_bEWC2NqiG4cK@c@L(^7#%<)j53m(v7flH
zJaZhENVRt4{sY;Wk(a^FjZof2o*x&$O3Kyt{aj_V@*2w#chY~OSt4z1fNJ>EW4Wk<
z1roCpX~-0mxjE63FYwVzScfANDP}Ha33ckx>lgD~DL9FK`7Ws;)Bl#TavF7+EEnX?
z_ECT3;TQFE@ZGE^n>d^hoSZ~%tlS*nEem97ObE*xC3m#Hv~pvk9fdHj>25nPmx%K8
zOqqv+&;FkHMQxWHBaCFMb19Q2>PrO{nglkL4KaKLJ)W7|5%s&%vt-oAME5bWbfLS9
zrrr|uC6S=MLe*(Mh8p44!!<K0PR8wKnCN0H8!M$vCcz}SPv<LaCZ^%5^0c^-vjpMt
zr41@7B<v#k&6K4E0A|Y5BBve=cf}q$6k>Rj=VlMb7x_;N&~aA;fv<?ASeDbP5htZn
zT#z3TuT|inm;r1Fy(?fuQH4dhR0Q;_D4~!~W-e{{jd62xE7?RV+7%2yB1XsWGp+B&
zP_N^7(THk|57KUiIO+5-=f+-OebpqYlr4>|b)XdftZ6k&>sIbHZgp;vxolo)+xk1S
zLnc0JwdJ(Q4L&Wb7Mz?B%9EsZjB}LTT8IPFsC<0o%myuqfp=>YgRNELCO(}mRhh()
zT{+>r04t994l@h3y|AJHS#8Ex<7&j!R`O|#i-oFiUINa}q0SF+E_rBc%_u|pRnk~Z
z6$OJjPrNjjnNhUmDw-(7#;_LYgt##PlEONHLzNb;g&w%W_Zvv@!;=|p#B;Lj;TIlX
zQJl}rg7=eI`*Ewp$z<=9`Y_jt+B$HwW(|AaM7Q=bP>#rTxVDI!luu>zgdchB3z=W|
z7f`wCCP#m=qtq$qglsN=`TNy|)<rmz53V5Amzj7*9Oe>fwl$IOiE+L}Q$%sDJcFVf
zjW52GE@Wn2+!Um|3}<kxWN1hVtKUkQmkH?&eN5{6Qc%fTLFF$9g{q3*C_Lhh183;L
z9G@<JjhZml{1|YzK<>I3+f{`)sv^OG|BEh_6vn|3!k()XXR}8r|BZ`fUV!{<X#leL
zoCxFz&trMoj0Iy_B2VfUwhS@YAxH9spLC(XHrmnxE_1dFWATL(s-mSdnvUJUaX$%^
zGm!}_fI|FdP*=ushSTS}-K%Blk9fq6+IkK>fRtfM$fHrMKCZY)Z0F*FlFURWmy4_A
z^0%AlkS@$AKoI1(ZY~BZ)PHYSim)V|@&)EkB$*je?9d0?ZGG6(Y6jhu&~8lp&>)9N
z>aYFqOUPZXd%kqOa{cx+821Hoa3ZvaDdSU~UcFM*L>u&&>wV(T%7O>`we&a$B7f8B
z<szZXp^o+-LIdc8Dn!b=6X1#)NavNw{OKg~(IaULQ$nV^d?1Q%a#;lX7@P!VLXQmq
z(~icWRO^<|5ek?}sjOc=nYE-wD8%<$-co~0q?XyQ#CL`aK5nLGPg#EW#YS6PlCT4|
z(N#m{H;eDiym2RAHwz6oh71>N8E7RQNi5A7uS+gGTV0PU>V6^(BBn7<)sML(4IaG|
z${9OT){8`6UudcMl2MR6aJZ(KeG@|(>M&VuH)$QyZS@uVUNlamZ(GjZma}Jw*uIt+
zWWmcty)<Mk69~k5hD^mV1yXsVAfRC(?KruX=>x<X4JJ$inA=@qG<9w+Q@HKcF(i(3
zvv3l_4>=oKom{O^3$pecdQ%5cVP{uei6cju(RiJ4b@CA5P7^w5JMX6SH%*j$%UD@5
zS$hG+a+jid;+Gt^q`6{QoZY+jn4y07Z}7n`cGDFhoJ!In76xXH7WI>g*5E@<UpJn`
z9!PKI1SY*teF{F<c_&{KQkgwr&PoG_c^-P)F{x}`w2uG4{48-UA`#fp6B$z&GX7GS
zBu3?kxrkBbkKFi8=so~U53N00U5YR2E#fwAVZxgs;x7d=aM~%ZDgP7^sz1~su6_a~
z$VlI6L?Rd=2Qf25*}Q%x&m4TptdFsWNLvx;aQO0EEF)Iy+6S#pE-|1%$_~#n9m;5;
zD%C2mI~@Nwc97bTa15dvKn#*f*1>bZ*pgiuQ^M?8`W@HORzF1Um1Xa9fud-RZF|R}
zyc;So4r{}>NsfTF+H*Q@b5fWzq$BA4@zyJ!n6q7XS?*a?@?=Uwp@|7!(d2f!U<M4k
zVDwjD);-RRaITp}-xrxCuIVg2#H^7~$(Y(-Uo@gU8OfO~qOEr)vqXAEIqDT+xquWl
zIo1`J<RCx^y_xNbU*Y(`Y<kxQrlsN3JYmv7Ek~g%-+tUhMvq-UxQO}L$+ks@X>K(3
zVr-#JU@U!1Uqp9(#4a6uc2EqATNWED>|#46hB}mw*9Y)SrB_z^%lI^g)7wM}(*F(R
zEn;*k?%_gLv4n}Fi~J!Ssd(9pVZ19(W+!1GD#1*9qJN6IF_?0+I(D36@kz{5Z1#?p
zN9Tomd_U&-^SpOa_EySvXuT*uLj9e6n2+F9px2R9OG?ao%q%8)b7aN#H7n`LOB$1L
zEE|&tVka`>^(whyX4W;|y{}51LYHpD4m?7ExKMNGCH}v9UXpV$wd0kWUE2w0;`_Jj
zgb^AG>a<t$6QYG6suzcL|Cc8}F5Lge&cPVtPQ~6Aji}6TJ)Z>s$lfM$XlsWjdx9lT
zVv41KC@OZR!^Oo^c$2m860(h1Bho>Sb3zm^MjjkiM7-F@hSU|gXMb;dpA!@v%nw*N
z7jLH%J|I4I;G8gB>Q9w>rOBm>!Z;=epNg9?1TxyBo+-cPo4Y#|Z>7)mU`nj=HC)R~
zx*J^tKc;G``WB-Q^(`EUBL;+(JtkZeQki3Mx2SaNz855A(N$#+obr;&*s&PLP=6*v
z!9pFC49Xr4;0Iuk&tM)UlJRl}SISiA9bpp!i#y_NQ<w*mOc6dI#qL|JK?m|wWS$6Q
zEH|~nc^bI81cwtb*H&wgLlOjj%(O0p{OR}Jx#1qURzw#q3p&uSfKsP0R`hHcu}0#=
z#W2>v=RAd@L5_*2Et3$|A|J<deTq5Al?%rQ#?ncKsM|#)aXx9@gPW=kXqko){<s-c
zZV8%E{`o1v88M0^PV{W)#Vu{<-xc?nv$zuKL1|I!WJ<tt^2lB0!4%67(NSj}k)ql}
zQzOWRidM%K2@xS~enhx#8a0GEtIMKN&Q{0bi<%er@Y&iGJw0lngxU=V9L1V*AmSiW
zhQm2woLK?$qitAG`eNg7JQnw}2q38}_ogZtXTaih|BtI{kE<zb|GSWPO!y5m)VMU*
z)gT-~lPH&Q*<FY1N})rAQHoMYw_}W&Az~jY(#0+8B%%_fV=|eeC_^P(je{noCXsae
zeb?UcPOpFT>9p5bd#z_Z>$!ZN@1tts>%SBZTY#v>y#v>Y+Bk6_LOG;_i;`xE9}P<;
zU2Uv|=V}#y2Tmem-WJA`^(KN1ez2;sAyTF*ni&=s5!7l~PY$R<VpVdzAaMez6ZH++
zz<Uc@YM?+!iv*^qW#V8o@uGah2=ew#oGa!(5uXagXw)U1zt50nTDZ6C#<0G?ZDU2m
z{07n$8@W+Lk0tgqvaDG|#_Seq=TMo;*H<v_1hE*>;KbSsMrh?xA!fJLf1qwVA^1Ye
zD%c_hM8$0N7ml7{4Y121<U(fr<h$UW{`l-#-+BlD7gN&Z++4w&+R$*C|1bsXCUy7(
zxS<|Lt>HX`*qio~<E}!`O_3oSH_C}+0S^?y2{9)YB{juje9B2Y0hRJ#ZZ*l7QHEPt
zE?PL-y_pLs@WQa^1TCZ4FfX`>%<Hj`<fUq>N5_i@l1oEC8UXM%Rwzf18S3?Nb_*j0
zlS|jZixGmtTfM}E4`kW1y2judL1aqt&qLIvW7Px2xp<_0OftA{b?2(cB2yVcS`3}$
z0QF>s5K~Mx>$^n$rZ8x4S_9>dzG4zsYO;Dn&krOm;4ncjj-}*sX8ed}AZxtj1lTNj
z)k{KI3#D)b0&hE!ziR`}>KlumPRjq-N57yh;F!vg33`nCzxK5r>2RAM$9PLx7u0-0
z3CLz8^KU@1MV82ETMR*yQ<qMOuRJE*o_j@Jrq=qRMH=A>LX#W8_N4rlv1^X1o|8q`
zsy{8^Cinxvn<=osQqp-t7;oVGNQPtUhxq^Chu#c_Y>XWn%ZWY|GuygmI1xfW(dfH0
zRmcRBkm03ArgMYM$c!9Dii<JA&+4xzQ!K^vtGy0XFMS9}Vth<EIG7K#7mKBPIY_9&
zy8tK(dB_!6Genh4T@m6NRN?pRngmxHa{8j~#y@OZfFF9B$x_{+?_L{L{+VXl(VRYU
z@7Mpg|81$mN!c&oE?&HNz~ua47BjzgiFiOq8EGH;^7Fj|8e~g69{=B0Uj_cYWcYy7
zZG7S%&c|Bs7dEuzISyKJw&88V#uVT9JC}!cs!o_~c<pO;B{ksPYB(kn-0+n#gO+M0
z^drmgLf~PAmCkS8#tk3~Yq{rMc+oEWK=}xf7b?b<eVa@>lZ2J@WN^THbmGFzdRE-5
z<&S5RYBD@_IytN;Sa?iy`C@!X#!&!pNe=mqHEknbS16E?Q__{DF=Ap<@9rwGP@0lV
z5>NNCl_j&7>T}o!#rFZvngfVCAf-2K*tn6UmV`boEc^w(u;tS;LOCm<yR`y4>`RFG
zD*M}&V5kKYifp;lL03T-T(&Id?vZz<mWZtMTIcyWri6<MkGdy(ZCXR-6(O|I0{O!j
zZZ*+03Ww`E-mey3)LWd^A8bhimrZ(8$S${LJoO=Ft>O<s4O45{cW}eWcW6!4*K7Zo
z$RH^!z`!JX@*C|$LL?Hq3@y_l@@3n96O7_I;8G2g{=!5)uNiB4NBB%!^SUQ?qMw*p
z2Fs50<f7)6^^VAvc*z@x3qC)!aZXSOIiPjo^d&l|GF(ay=+3_*^Ij4=R(4;UVq7vm
zne!m#-27=<jDkFcr-V{-O5zMilmJ@V`TWw;H$)pKvISFyda;<jr?)Cm_$~u2(^N9U
zLNVtctzKD@3SuQ;#0KLaA;%G8BraA^g{kNx7A8*)E82*ss5hc@5rbT;rx>D_q*l)h
zG9?p<u@@ejuhS5vG9toMxUWVtLC~!)gl_7T1ef9y+KC)f$+V2GO@%~H;f<r^<*UAu
zJ<yqLXgD5^Wuh7g+(E?RLCxrS{+=s-=^05Nx?ZFVociEeKnq57-R+Z4eYEhK`Cg*V
z&sh$`tX$Y$>ju-HA;S8I0fR&@KTFZno8bGjxt&-LiM_kK_B_8&-aytzv8+)N)J@b;
zozQt0=@Fpg2umn6VOwQ$mhhD5xXP-}^NX1gf=mqiJgjI9{)WmCLny5)*fBAr2^dc1
zBh$Q>Q}Baqt*HDycvOf1Jc<5AZPSfpFIq((u-J+9wIh8<u{!#ulA!y-Jj8HBVpBC>
z(_~Q%qRr?4aI@j1Yeb>Q5kd|mHZFUf*4W%W2%jbPirKd2BXq8SoIBd-{eJZTd{i80
zc;(8KNz^Gbj}05X$1kElKfaq@O8+CnH(ye1kk7r&AK>ui4j02ehh09Qnj{ISh&@lW
zo}p3<Q#evY>W2W)5&c3feJ{rQD4CLlD($Jym-s>PSQNc{G+9ef#R*Rx@*k3L3ZGH=
z0zeY58dHum<HqJb{4wvPK7Np078Pv75t7jzK_072ni5uIgC8gt(cRH9Vc(vj%}AWH
zc0|{v_m$W;O5!ITt8M9vhj~rFZ{E8Dt0Sa~rK`ndayidiTeN&ZHl_RSQoepA`DWQR
z@e+=>;;(B=nC@h*?}J*=7oL11q%tXR%Uz$Tj3r8H8JF$${<!dc8NJ`vmPIdB;v>tf
zQ(TZ3wXf{`z7&3hzHsU!&qrt`MB<OAe1VXHlDy;Vqd|0lSBP2RtZh1yNI`^{#geY@
zh*eF(1Y{F^e7P;I<S{)l954BTuOG@(lc=i1t=ceXED?|xF>$J(+ofEMFq2<v1}E$m
z9_wA_>3n@X=^&3k9#)~*`&oWrL&JqZin^h(N3{un8a16mmZkj)^H0&=<PtxdgtzMU
z{`b)7J@|><N3^5fqraZ|5OuD&Em}T$)+{UvTe4Zh>uvL1j>QkMU&WJP$!F?i5vZT^
zx7D2MKw(`Oamg)V&e?LAMBFW7GVM$D5b37my$Z$^b&#Zkn&Rj0etdtN2%F@xxa7aG
z?B{Y15`&eD%NT9?l00Q8uy*2NV@qu0LBw2?76xbXA%fi_`CEMO$4kDVMUwx>m&p)3
z?-&hH)7?(yYmlKK&sjnnUnKhxvqSvs>SJT24teqX!Ysy5e5}`!S}9cA5)_@Z(8DZ9
z$dAMf5+9q{zL0Y!$}i$q=b;HM_<>65-H%!P=GjVh2%>EI<@RP{;+{x1iwey43_oO_
z(Kpztu1tG&jNl?lw)D=wHAw^ww?6uc$q;mB%o6d-9-ZgS)4=LT&9`Zs8{{cWe@^f8
zpUhHvk?HSzQApnqjB`sdJu98WmZUQoL<;MUri2Np5z6+*4Ss%h1Ej6t_X;Cmea)YS
zl4Oo>1|xyee1&fb!k@Qt|CNiRswidzk-Nexi<u0;IgRlXzj|dd5AGp?>XOC>2fZgx
zQj!wkWhgFFzn!3o6mzq_RSHomk$0JbZFt;uAX%J%meQv_c$iW=5~5v{*87!03tMWA
zpTJLxkF-QJvup*sk24^4a^2$>Y`PFAmI;J1pdsMre4{iX_w$^V{rnSh$SK(<ak)Fw
zjr6ie07H8FB9kUy;i*v3z^Gk9K+`(p)M#BsMCzy@o}FSMP8J*J#rcr4xdh=X(q<OQ
zNMJmJGD8^0G7Zdfl;Rf;lOU4op=$NSxArWz=Q;@_M0#KhC*p7@&+`8{iI>58E<w%U
z+(&rQXWeY2OLF~xCSuZ;0~1M=-Csifh{`<4AFym$MOMnV#h8>5Q?d$CWo@lMwr2*>
zA<qF+GZL=gtrfjfSj5IftJaYHEckm(-b-?&QJ$i&u4n{Z+e7kNQ4juROa*sM(I_td
zHMoRpxG6*pMm>nidpSsWPJrPe9CMD>K@9@g>4}X_EE)sjQ>jv1WP_|JoB_Fm92S25
z?Cb*ak%4%-%5+z<XZ6}is7x{JLoPo@$dP{ZaW8GJKB`hDZ&9&r0Vf~?s7u?$w}@KE
z0{1$FyhY}-l)RV3ETE!#yCeOHLg7<H<UN0%&X@{rp5jmOEga0*^zX#8=X6>6zLGqq
zSRvlb4jQcQRxXv?=#{talj}zcJ8mFml4Wk0TSR19*u}A?<gWUdo1~(a6DpG&GM7b7
zP$a@~Uux)`Xwg8flhkR%?98=k2_XvbV+2Csjlh)LgQ#=MoGsx+!aEp*|Bp3<id?_>
zoE79(cD{8VzcY;-8d`{qh;rcL@<ve1vh!E)X2KV|5EYGL^f}%|L?v3r+1Qs%7hb4P
zw1;F_Z%Rb~zwNU>pZbt_Q9j~*E=4m^5SkLvPs%^Q`tBlEJLMyWzonjy@hVq*jr6ZL
zPIXEgQZ!Oz#w&?xCdQ;?_LQ);Q1aLd0RxSsL^7`<uuMad-!#i^6IA*gagmm|yb@u<
z!(V=Qf8L5bHbJ~UB<ig160VB8{jXPEHQyBOo&Sh(6><NDT<E1|8SzGFw}XYL>-`8?
zL@d5m+}>f!t|7SK|9)5+&kP~zGr#(2o{-(3CWyfu$wGEktm`g_qvYM}RQ`A2<swAu
zOz{g_azae6=9fnE_5UZV^b#=`oH(jNUjV0Rnb_-<3uQUIl^)dgL}W3nAsmXw<yriF
zK~*G<5)>p=Rj#WfdPVX0JNF%tWd9Q<h@YSg#9i(|>R2N7rzF>ZEqvK^LqijjWOd1h
zybT+c;3FBTjElIrRycNb>0SI?RAGW1gj5a+ISgvM*FM2cmQ_2>%oYr`;^~4*EIYuK
ze8!j(zrD2-ghD&S;l<FB#H>1AMdDM5{!^{f2n7nvelbEV9lNq*@$_SApa*)gZih3O
zuym}r;)MyoXOLJz-TvWRkciW3@7+Tie)Br+9yEun`tkZ5Ho{}^y^o#ZpO`5LWJwm#
zmcoC?62GoMaIK`>In$N1$ogbw%~qBQyHO|x9AyC{hAD(#C0>5o)dfVW#E3~Ms;fDk
zCYjIe03QfCY`&TJZLRYWcyJvBm6_;Mfm#J&#8y%F%@1veQ;|(gGz`~kC#DDPU@_cV
zJe-Kd0&dkTyf5ry57X>$B2dM{#m$<xf(80Jdl<yVJJ7Bqm8c%7PK-Xtx&v%Ef|!yW
z$_m=igatw^uqgFAllc1<EmJWYsVnlsKH_6S9TUnuK5XS4lE;kOV(A-q$%wsG9@M;*
zpkpj2;oBG=ry)%h<g?b|zLy9U1>%XNOgxdG!e0|smTVyJYA}z4*+p}{*vm<86{)H-
z$ozP3f9%JH;ty-4WjUExR`6BcS_mP2{P2U<9TD_b(D2*S9O7n*%^UH?S;SCwB75of
zu2igdLPbmO-90qH+MCpmU3zq2O!Zl^U0VIb<#S2=Xeb+`4`9=mku{S2BOq7MrHQW}
z$=oD<vcct4wq${@Wf4N@4gM%i)XB06-+Rr3y&Whc(I(ZJz`pIEn@9xAv#cYz-d}vK
zcTfI#gW7bW0X$2}^8&%>4(CGj*rkOiab_||X3VoBgY`Wk$icH-)u%}^s+|k5^4E^;
zmIs0FmCUqPcibF7uOiac`MU=<fSm;@G)!lQc(rKRvc8s_4Y74Y|M{DrL#pTSq-Y3B
zs!^9lQd!?b4{o}H52%RVV>;cA9Z8oj$M^kV!q*G%4Juy*N+{lUY~pNPu|<31j;VU^
z0~S>1+=+L&$dAw~C(}%N9L4$y=`QM-sHvptD@!8fLFjx(B^3`%u3suFjHS>=i;^iX
zyAAV7=}$?Itv1UZNMu|h5G2Ct{~mZ)S9{1r%y^xPykI0yF{8yDl)Ig!Un=psUw&t%
zydlgb#z6dN_-THsMOw}<TnW33h6?!*%2EvV$&_#Q(BZf(;c(1Qz7!u5T2I4~NP<k1
zuf{C(9{=<-XC!7K`>a=;?BeSW(xeDe_Ssc`wo5?R%9Opkkd<NKO|q_*2a`Dup$bf)
z689kH2NKC5Rb0}avd{9}-;me)^r6QM+L+W{>M1@(vJ|eO<i<!z-ZlkSkW}3R)vUtx
zE-C+?P?iJ)m1Z_AE3rUYw!l}At)XJfND**0DGjBhb36_Sv8;#_C>a#2cj+8aEm`g&
zu`E*KFV$>Z&fdXFV&TV#S|aIAg&53oQE|O_Kk3fi=YA#lydk(-BulF8*igYY`SfA5
zjh->72gp}2jH!UCP;3_uN6dIOU7~zJp3}(Cs&*!aF=o8DU$#m7JByYnc#XQtO)E=m
z+{j#FL>LG4@JHO!&_(lyu8DS?EL<8%LSG^5JkJ}70GD}JE!Zx>6GkXch#W|A{LEKC
z&Wb05TBZrPCF)_XhBrrpKqdpp1KHT}oBUL9S$2vJv}NWrU1L&yv9tD4FUUet)w?JT
zB%*cD)efM|7v(SVIwq27+KOpg>0P$usgN;~1+?zr=a7OCq?Je@4<5XcZWe*Ky}0$!
zhmwg#kBt5p(o)QQe4g(ns<F4>3ux{iPf==<H#kwFS1ufTs$2Xr8O^X{G01`y+x3F3
zsLubf>8bqh-M7@xvB)YYe(3_-K!_{vAcPCO)_mn7xKUVI#eb%JU2Q_9TAM2Fa<e^O
zucB{2cPRc749zU$w`8%RP}fE^#HbcxC$x5%=?0)m8~-ZBY8A>e2{p7Wc0?j~jp6Ip
z3;T6VSKQ~yWAnsH6rZ~HG~q+X0do=$m|_ag|1Lzf6r&w~V1-B<RV!ARP+ODv`b3%(
z2g!_^-|}<j3ybS1rrW5@jj=*-OW}QO!wvyiC#w);K(U4AYs7LKgYcmuTL!}af#S9}
z3~RFS23;~ZihQ_i0cuP|2~F-uIFP?+F8EUhySIe3G2|7mtr6eC;C!lXJApPC>~Yp@
z-z&Vn!TJBOpe<#kPd+dQEdN?C6t09}tP1EPP}V`oG#}iESo3Wm)(pB-7WI?!$SM3R
zs8m3N^<oH7Mg3%)fZX3YYN|zxSo-AP*gJ(I{2Vi-2_CDRot-T3kYFiA@F9?m@1dn}
zhH6KkImrY;*Ip9Qu9U-O);E}&LLMC90g$Y4>J@3CLn}SHvg9TclGq=zm*&NG2_7vK
zCBk{B0+(dMdk&V=J^$E-kOgtD?wt*am8U2@akLMrCa}Ij>WwlGuS<~3!eB<yT(R=T
zH%b%XWJ|^DBz0*uU!O*ML8(gl9Drs8aFgu0ctI&vzemOa3N6MQEG%LXc%fJZLPa^T
zQ>@cKpN+`Dt!7h_ub~P=4_aotoXs_Faf1LR-GvaNgA4w}fFp_gUwCGV&@4=`^4iWF
zJ>;;-jC<wp_<7z(sHIe_+~LK>2@V|PBWAp1S?^BJ8?jcB2O-g_e!_}M#9${$aX?cW
z0Rkd<kdeYCi*I=GUg7=wJQdM>>FCifAm`G%Xc%wN@+GFFcYgt!E|d{G6sSi;vsp4J
zR(};hJ&NyF9d{Ldp9rx8ftmpAtlxeZZ#&#AlAj}JIckX*mqZE4I3;lzEPu8LYa^*J
zN=vM3p_U}^-G^0Muq&27k4df<oir_7!4{{MfFgz*YUzcz<F5X~8uh|`NfKYY$Yqx^
zo;R;0hBGyxcTbSXDB^-psER~J4*x-{tlci4rNKhs5vOv*Q2BR#dm~*kLTiJ^i&4J0
zMZmjgO-7cGC^h_2bjPXdS8X|{0;vJ`TB^iPdM7yt7av`Y1g7lrC6sIl*9o;o)Io{v
z&Xz(hG{<iTH&0mfM0atMxAXi4xxum-$r=dJPtmFtY}G^&lmqje4~bKKj#X*>b7XS;
z52AR8<u|CyZxre<=cled>S`i>G_6;1_VII!2xlc#cO;JI1-n6dQ+z#1f}ceTL0;}e
zYXH$~Rs@ODB&m*cCIcd#I5Oj+$m9vSf&Y;XnNx{l$2N}8-blPc*0MI_N`hwml#`<B
zc2AKTkX2f1V4fzxDyi08LbjWFbCI_;7YyeYzXM{`Uzm1XKXIQw{56KOf1wg>N9qQk
zl_&m*^t?zL{J@UXFJFMwwQj_Zf+m>n+`D1=fi&rKC$k0xkFB^VA~=@<S??5c;q1jZ
z{J?%LuDpo%#nSL|BuY~(Zp0&_<jtYtRK!>Y^<k5kgOCg>qXWcBmDUI5!^o6^OB`>w
za|87Qe&BMg(l&D@`e2;-i+-tpp56%L-d?K%{2b(Gx@j-lerOOCd=5R+*8LTq@Y*cM
z@47P=sJm*qat(*ly%u_;uCdSi&h6*dW7zr5|Fh25*pze=dX<Utx>5V}o)w*CtB-+2
zZlG?tnerBVfU3*gzS~~XXQw_-h17aF>8`rMUp&12Let&Jdgb3K!M1Fy{J_{b@9o*^
z!;KD=r^-=!;tR)A+$lmRCh$;EVc`A0doR4f-R*VgpOpicn@3e|Sl@FkE*-C)J99y(
zK#>{0NoAjh%(~h3?2cZ5FE>&*>*eU4vT5et=AJWxQu!-~aqe)X5`u>LMgl<$Wf@oc
zq&}<tU~m<kd@rx(IAZ_bD9iZGmqSfl-oDzTw>z`NZ24e>-~5(w`;+e){pZdr>+FSG
zsC634-6_oL`MJR7O=gY`+CRQ0ez~Z92z%H%K?M#+8v<`G-RI4?j+(d4p|6!pMk?R*
z!N|xiH-Gjr@9&2VjfR%>L}ZY!Up6tnerjg}-89D3<?THkZgh0+*qaHf*|H8J%zO9;
z>5t@!`?MgkUyI2Gzx8ZMx8{!AY3RAzChxRiyYA<fTy9U#T*~zz>?1uIoWZZ1koUMU
zROcXw=+{a%^gK)jZ#d`T*~zleA2J6a`BU_fqez^z%h~jIiprqE?!?bN<nCC-m9Zt&
z-CH7mPrVbU3pRqyn{i907sxLxXJ0bYNBGx-TDK_aWSioilq=qE9^A;?iX-9ji3v>{
zGpEGS$yk}^^JaQSy)9QOXSzW`(UyFoE!Qs7yk#6zc+`{G?Ary}J40*MOx&HBk-N^k
zdzv$+dffT8x$FC)4bW}QABlK|2-07-r}W7hva)j+yZDxwU<O*wuBo?YQbW5g9tX>^
zJCBA@x2<hje&MfM@2xgVZj`IEZR6Lk<A#$xbN-7&ISb8*BmG}_Af+H}^r&jpt6O&~
zd1w8Aq(gyCp=){;aXL^Wmu|<~vafBrZa%A?rL^JZ+U<Ap-M~%oYV}1|&~H9RprWAf
zQcl1j+~{e#AyhWQqA`Y!U0LF`qV+>r$544EDM-t7ui?GD>f5T`d2yX{^BW8PYM_^@
zmgM=L0-8x{O5dp!9xZ(m?49>ZaMx3_9_ypVZ{&1Q3jgX%U1QU(S@PotUEL7X@I-n$
z@*HoA-{$!JPS@D97|eQ62w{pFHMl0Ze)TF`o1P!JwTwN8(I!2LE)3DPehJ=9N8Xnf
zRv*^RinJ@~xm*0IW|WR)8k&YsnVX||Z|C~9IKNCfcJg%ZBex!RoqJk#2xaaD2n4he
z7!Q<O)o6haXzLA7v0ApoXok$}a+#rZrN-%Kz#ESLa9uN}tINBLKC7D*jc|hzkkhmH
z`V|v*1||fr<GdzK_qtyoZ4G(f{HhG0N({WUqVK@X_JD!QZ#k74-L1XX5NXx&joZ%W
zf70&uB|2mkPL-i@AG0-j<IFyfe^e9LkRv~ST;;jB^==c_IVbN{poZ7Z+=Za1zqX5{
zJqS%y9*GvnCYBQEoZypJQLYo~+DK16_b|{om5=_TxT3~sva7_jd_HtQ?ss#Pr;;~c
z{xT=$4tPv0j@0G+&R8?v4xT$6c3g&gJ`-laC+0d)zu2BkpDlMyscg1;cSmp4H078Q
zZKtA(yp9qh`;5{zc7WQ--LanSS`k)V?QCR`mO9Mk)pgD8VakM>mXIBsEp$#5nhX!>
zEBksYL9bZ;?e1|M2}>K3CmJqCLi9ggf4_R$l$RqX<@d6nGko`AjOk==?!8*W?7==T
z2Wl*8n=nHwN5_tR`G-1U&uP6haXtbOs6@@t-QO~80e43~pt3ok&3?lqk2UNKvIenj
zHr}{FlGP~7%gOQ!tJu(kCo|hhr*IAY?Umo@D^t1Ab2{gsS?Zwy$hHzw9F|nC;+ATH
zFzfIwtgKn5qnYyVUCT2C9MK&X4=QR>P3VBL!{BrVI<Ywxn67=((OWj*j%)Ux-yY1N
z*CMC7M2D{|S(OGm(X+2Kw61n<yw8k{yA@mB)9LrF<J-LbLD%_ijM6<8v~Y4cY4jr<
z)HPN4g!N6wrlp3ASGpgmU2^~4)&|qgImqsCn64>_z$00`U0j7?5L<`82piY2gekR1
zJ2|5=telR#$e%h50egkJ9Vtoapd28_r!MkpI{!-7c!qM&=B=Yf=o(K|o?t?bs4nqy
z)<DGm%Ofc$K*ijzZ^m^^2i&RUXHAX9wjaXWwr=J0?T?uK@OM*FTR+a@WPeJscnBy{
z-0I$rd8?pp?0#}<K3gf-VMgzMa3eDtOk`et7hwCjbiXFe{Dx8b0qeQJ+=bJcKC0(z
zdL}t$J%6B8OT~0G+25DGQ+{B5kK_Flz&V~e>DK5~F}R>}JKxx|ag(95)*u!2uLY2d
zPf0&Y54C7HUD+J=E__nnf4asg9jlL(z4CebOdwQ{3@}~JrbeI0Z2Qwh*VtIuuSEKD
zh<ubr(?EUWa+@)*CRX;HXyKvKCzF`5@=?{r-9OX*_F)HduJF}Zz@lGa63tWA<3<_Y
zz|lj&<jFj!2>crrHs|_}x$&KH920WrR$W&!e|-to^u<qokFDDyXjhF1@AiXWPI*dx
z;ezHHfJ31UR;_4#*WiE)4_4D~j|FU3f@V%mWcM1-E><#wUzCG4ys)<Mb*^Pg0qE^8
za@3x_BkQ6O-w&LXeD1{E3p$SR#kL?`Fe@moxZ-*S&5;7GeT`7poQcX){N@u_*vQv$
zDmU|D+p}&GKeKO@sAx{2aYugESAS=MhVc>|>nhn)176gX>mocH*@1V9E8aXm%7mb}
zL$WJ=6>D|`%UZ1OCK(;JZJR(&JzlBC`tHSemBadu$Dkt+9pI|rwV`I_?&Tdhhu1}n
ziFM869qGkhMR8vG0XK25`nOxNIrGETnzfBR<QhCn%Vp#SNYtkHzN^_OQ3EKd&yb3h
zn^RH_yY8lK?$=If9HpNXJHs-j49vx@b&bZY2WfrXtli|zuaP75)(MKcr!$pKSn<<m
zJ`4xa_;1kJ@xVEL4-TuP&i{<ODWz(<(q+aDlaArx&i>28KJ#D4%}TCck3nYV7%Bb8
zPSxhHZ}qfy1~z58a}VW}wuAL5kKjn%s;C-j>AeF*lAj~Y*Y~(uo)$za`c`7_!>6G)
zPtCAA0cN2QGg{wWaGa(5k$HVegOcQT$J}zhkiBqkb+w5<lXhm9<q3EB=wr8PgLCQd
zuW_<0_4>~C`%Nh+0HIb&HifR&d@_z1p&Q`J#*uYR4Yg?r&_%xgT@(9u0One=db08}
z#%@JF?=2c$J8GsW)tHbqhykcmlJ35zz~y{;205p5rx<BIX*#J{c~Xexx4xSjtE}Ds
zQzV)~Xe|mS)O+puYeSo2&CFX2bZbYfIieb=9Z>}h{5?Ab3QOAA_xjFX=)PqS9ckHe
zSaV6Ejd|L!8L(2E*%}Da#>!{hXrfobX7ju=#5eGT4~K}c!}@49$&MN`CE9z~v-{jY
zxZ2kYnm=uD&8BQ?4X=%%_00+Xwi;38Ufcx`Dw#j1@bN05Q(;<aO+bbu8IsY}GK8^S
zmKOH)rNXJ!pdd+bYmRCg-gSEravyzfm{xSn7{|mPx)swkk$HV)P~rK;<oaOjm8J*j
z6=4K5;8MGnc3)YNg##SYo=@xip#I{~9_C#^?cgS}WZn>@e02l+?o~Egj8E8|dBtpk
z@}Ye0vahrzPB`72u+Ph!6jCU(nxpkQf>X2oLGOPdNh9J>(~KQAI&9<(_Uy=I*dw#P
zdlZMkCMt*f<Ru2@&{JKDQ|2YtvzXxVY!^<>bs|eLKe9_tnU`EY2ZEd0X-OI##T~Qq
z_R!efmOvX{<1gY=C7vpXfj$AOz1P5yx{|ZH%53-a4nw)ean*slitLJWe8?22!22WV
z_NZYPcOI&mC*x9)kJ2-q+r7}ZFw<S$Im0OXY1cX4(Ey^qsqe<WKudupL#?ZLaj3O5
zU)9CsadU6-olh-7i~dX)QnUiCMcNs5iyp>2WXKG$Zs|Wu$OJlTxU?kzwTQ)xG3jGh
z$eyFyUxj8^L(w17h;}I}HONlm-*J$nS97#GH+6hf0)O0fIp>>P?~3=23<}_;O;mGv
zdI1D?W>#s=Y!}-7p}Mw@0pKtxCH*V;TvMf?eC}lBsb_cM^S<M0cVz9b$=O}GbPu?s
ziYFi!F@;FeKT{zK-e$9;4TXBfla!HM=Xc5zK!S`wEbbcN3>|~m_jS>9^+dA@wXAi;
zpj`E52k8A4m|Sm#-D=2j;taV;bR<d~IMp%@op8o4_G*f3GDi$mI)3#r*IdnkIKF`l
z?B&=#iobS)qkA$P;H|Oy-92vZ>aSv!mFWfSKoop$b^M)Fo0jP~`eS#jVS|aeHVWjL
zr|IN#YQz6lX;wGf^x}5&^_wwh_pv^Me#3xC+rd-os@K;wUxxqqPb0tcgl5jXSo^!R
zcOIo8q9TbrV3oEGryE99eyV=EzOHoAYPm{5X6c&-)erv!SjAnQg5x7KPcOBzXlaER
zQDojivC_@+PVphw<)T+sa#95?iJX0&-|f29x&O|;8^nnv*q5B);GPOO<xlRZ<*%hr
zEV;MbTz#@P<CJ^vQjE1_+FEwX;ggvguNirxoA`5g_U#JjIh)qup|Vj<hgAnPt6z8L
z(M#=*JVk%Kulk%HMSu5{lw+zN8Fb1kXI>`{+BzA2p6Mja?G22BiONYh;$yDsDIKx;
z5FneNU@mf^TIF6dz4qmt4&DAEB2u4GlJk8>{rSg~l%r4@Sxo$4)es)6V}B7PkpP>l
zz56xoh1#CFViSJzQq0pVyLa!UpRG<%B@)5Bz}xDoQF_1j*%U1wge~*}yt$XIlFgyN
zOj6AFu!GH65LO-E=Fh;`CB*&PYa8gH$$T=tr>nV#>x>+Rzp@H*X`_)BO2>LWE9~R$
zMIepeCGT9Maq8V!{j7bH6r&vuyLRz&)<SxErrEUULVAW|qXZQT(zNFlZ9H4KcQfTv
z%hP7}qz&D9{D<8%rMTAD9&<?~*T()CIOzJyQ!CY$sAT-ky|D4-#xN}fLJJzL6V7z`
zX+G%6#oV^v5;ioCtX5m{^sy#LIfnq+ig^b2J&`;4biXn>R=53*W_4+ZKPx)`p46M;
z7I~TJ%*I7KZ0J=`>=f#iC-MglK_qVp8fyO1spe^3T$3JH%BCLaPt`royU<6;)xpXG
z8|^gMB1w#$-GG>Z8+BLRfKPBTGht)`LyFL3U%X$*=Gfuv^lOU2*$GY6kPICG!(sR3
z4u9l!$y7h_$O~bg7t7tZ=qbarBc3EAsFw58yvvK&9H+4AkdR6f<=>1QF3p%l(Rv6f
z-H*mp6-K(?B1zOgV9^ps*I3}n)D8gXp>Hr^yT|*C^s~67-o4cQ5kqcgHJ&B;V3S`e
zXEW900EK5<;H!u-O4T)<rK~xp*7}2Pdx(aYe@|Azpn=r(dwsTjdt$m@Bwch*`l!2*
z_Fq0gtDo~lJ{0$F!W92y-V3=|k6^kgCNg7@8-UZ(Q4`OsJ>OrVanZ8nAvsLDVS^5%
zq>uUvJqkBU?@EiiBN;SC7{JP=U)_cjDc-zvuKsQ#6<DZKH?k#>ZgBLQwh<aGtwsC7
zUzYjHgED#RL;cZYrO!PnS?cI+$jmlx`H7yk*Qj1y{`41m6k7uOtE2tRDY^*JREHro
zsr*ZLrXAIm+#>m0yTMZR<MAq|ywp7YuB1N|GrZ4bLAo2-nWr(_$RWAMCMo*wv|@v?
zwIL(W#qb|u5m62rW%|&bapRzU1A9<#V@?gPi`3Sv$~~$|<gc&AORxG!MJy<E*%?^$
zw%kTn>`kbpw-GD*%s+$#31(oL<%IJFvEry(9m$(baMX*OdM!N3)2Y@iIpnB=Wd%n)
zDy+{@cTi7Bzo8dkjbph{mmJH(?H~!ByeQS|thJ4|4LUfS*}9gS)wMW(ZOxnN*xSzY
zsib=_JdY#F(ZTwj$C+&GdnRGZ`=!#;{=kkOru}~y5VIaHioCksVlT7IZWE<GndWby
zD@$Htd%9kaW32a@MN&x>DF3r)Nug^l@^5hYdiK>w*KmGz<Cy14l=;l+5tL{1Zqjoj
zr%TgmobnJ;iZHE%dboZ7vD_i*H=5}7rMgu2`q|29a&(X|O0KtL5KLJ8CFDpT>K39g
zlDCMP7SvibPGiz`ji)mI*5NlhYwzqh`tCG65LrxvUHU6a#^KUj+g3=M*{RpgMh_uS
z5~2iIg%XZWH2CB+%FfRmot{f8&GZ9)9*<UqkLXu+C2w(y8@`?_un=q=b<=_EAqI!f
zWL;>tyb>hi^yzlTh$=Pd<~~~uoNRi(!lNntW_!#gpiM@frL*MlE~Z?Yf$PEd0Q{<=
zE%B~Kx>VHB%O;fNxIW@+IrEgC?9jED%44kW%`bDhIs*f_F<5oaTj=q!5yBC9V<~)y
z3l}vM$0dFPWfS|T6@Z!_4JrP09$%k}4choLZpMy%9sO`jJynJD&{W<X%3$7W!P`|V
zL$uxr26$w2KT2<3AHmXt>0O0uc$#_3*2UBkgmJ@I->aC7N6?P~{IK$meSEzW7PtEy
z{BiwN3kJ&$nao1pnVTCLhEVcbebk7H`}?GKq4#RHG`dezFU}HFdgnOnP_xNHElI0z
z8QsB_JanylTh%C|W4~1^&N7RvYP-nGu}}X9r8Xa9F0#uoIJR=pdI15P?^kLu{yi($
z>S5J2MfcuvqqV)%2FQNQ{8qUWM1NT1OmyHYJ50s+W1m)Nc=`3DjHV=}eRNTAU`l$F
z>USt%qZR!V?eAN+T;i{r@2w6w5Hdqa8g$rhY2!cWVAY**dWFD?Y%Tf%+0W3r5j~nJ
z_UfZI>durtsWQ|`&z-4E`sc+enQ7osw((nBKDJFqRafa`M44>={)+?y_F)@>w}jJ8
zE7cP-H^@gHR3$U-{y92`n%AYs=<QM=L~Z7KT`ld_Q-0268z?tG^$d_2tVYz0|B!>t
zh^QJ*C}|ZdKZLSxr(=>fH$pW+wg0i+j7o?-Ovo|UCUPPRbk$@b9~&nKqbjoD4s$AF
za{0u%e#KJxf0ps}XRw`b{167v4~Rj_A{MSsh+r_aUCl9kZ}<h3Uo?veISAbmj<6F=
zNkaRsWmf5vy9`?OJZIt)TxYSA-fw!W??D{%&ME`tO)}2_N48NPXK14kAC&#NHGsoe
z_vT=;zvZa;nSIAYRM<tHJ$|>5yvp_q*{?nx++d_H@ZJX9p4>~EaNDO&?A!5p?`hB@
zUofTi{iJ`PJr9<W=kp*teZ#@h(}Zf{*14{)n9?8mOaID2>HI`&PPEQ3T-cMbIl~*D
zkQmERocp!!5(vKp0HlXh`<R<6(ftkWj)WB3Cs{N`E5Hi6=eVi{J=(vJo%e>{k47#~
z=*C?)=?X;Ehi`ew@7zZsG*yB^Kck^oX*^T8mbnSk)LnGC>l;+}Ihmee&b@SN#%cM*
zC{Nw;O0UOn7+6BX?n29X$)QO^F`OZ>nc#1gcIK323U>PNt=OtubO*FhrwaP!JPIzP
zXDsCOH^LNTxRRA>-|Y5!WSR!R9Bh}Tspc)lx|DQ$mlGSj9JWhdskwI$I-$#U6>vcl
zb{pN$abWjBdffWH_!$J1^_980?Pcgy-CyR^Ea#tC;(m-uJ$Nf}NoWM7xqJwdwvBDq
za|&%*XI5CNU!$h50=1z912uZ501cAv^wAI&;B#$)zDc!g`F1fbgB}OAMh-KhG18_5
zxE1Mo*lg$cA;b_$4PDlPmN5?Mcifuo+NRl+WO)ObJ@?CsfBR3hc4)bIP?g23MU3Tl
z92;DOOE_O7;IKQZa_u>LK&Xd5eZ#)hfzVg`hC}FA*`g)xZzt&v(pRhrbq5?&Hi^lk
z{nQ^ZS~ExYQDEfYPGe=1Z_ois@n_&BZi-u7I<mmP%0%Q8geSaeE$hj@Hb!<Pb3ONx
zF4t$$OHH3R23|$TUlIzC6(Yy~pc~dQ4vC34m9yavr;h7;Daq2QHfc#ZXRBVBC}QOe
zr_pLTy^*i)!qjg1refz;Sq-LM{PC-Hc1hR1?!p0-MxTRXdAan-7(>LLlDWB)cW2%L
zRbxjG+Z7JE8+w6*Y!5}l!~8$BnNrZ`5XJNAA+r{q>4Zz)DsMvnLvYH>)fHF!gft|3
z!pweaWtnbWWz|<|(%XQPu4Kbu<lVUSxjYE$SXvfE$$S$Dy_9M&2bTR6`vn#8WHIyZ
ze(mCZOaD+)T<v36NOX}oVOsWThBdzWR(<}RAyzFv^DP5SyK*LX&Q;nTLDIhE8NV|M
zb9TN*w=d@Qmr#i=`WrrNv1D-HcfN#HWlVgW$}GHR_42Q%7Y}mTl99w@eEJ1*V4E|>
zyDU*o5WV@_57DHmR2FdcTX@}I#U6_2CQVsR>T~f9KbQWlm`=TqYpRXyFN;4%yW5o<
zfi4*G&jY&025<a1&<Ii3l(oJ{`|4&Td`-394q!kVXb3K$(Uj%aea90{bLd@+7duIP
zzD>?qzS;oFZ@9k=`l{Z57nb9<KqGWpGc-nE>duYan8Q@!*&&uKM`^@lXL(bS&-%P_
z1oZ2v8Ms}>E9>`C#Xe<v@ImgwpY`7dzA_XP)}<q#sgE@Xu3vyoHfeh?zsfTVYAzqL
zz7eCT2*W<}b2*ou;mAdAlz7zq0Nq}g$=5H&%f(+_f%L@Og=kB8#)b2M0yu*aH>1%#
zR&ct{O3p^V-J4y5j+f8+I3Efv^evmH1V=KhjDy5P%*)|JNGf5pjn!W@L#ft>;%$(#
zbjvZ)HbcwBUcX!)?$IsQExVt>q0a?X3?DX7H^5E9%iY=H3rg?yXH01-zlUr_%YM50
z>QJhyC7s`S9^zt_5_7A<OXs`>HT<uunqjY<&+%_m|7w#Y*ov(`5NFGl%btp>^umQf
zu+~HQ&HlJLbON^GUav$Zyl#&>cY$SdiIO>6rr#bjjIvDJ!`vk8Hs8Im^QS)ai80KN
z#2JoPvCP_7SF6QT%+`_m0h_=S439w11pMIWWBGa0IerY0$-g}rWNR}wQ<A6FMbf&P
z8`(AA4ip_iw*ko2#-Nq2J|I8lD;U!+Q6`g=SB2)uVQVV_c9^MAFUr7Uq`xS&QA_yf
zYX&9FLsQao&>-$`e@gZv;CUqJ4`h(U20<R(fW;h)cG$6&=NFS@dxi~+dk)rnctS5q
z3P^8cD3;b{`i|}@ym!(g;Ovjwa;lmp?<Z@QengSPEK5lr?BpIux4UpvXa=a*?lfKL
zIivMSG&dSGYlX3BO?pf-C&LNNxnn#dm!bbvs7Fe0QhElC7S0yxU=hoL&XWznLUAfL
z?d+5)od$Kqy)IC@+TylxL${er^w^VXiB4CT*{A~{w&~yP%uS$sD+`x1rtzTJzP@4z
zwWOQc@^6HI^k+x+S9<MDbgE?<+RSZDzHgr9haftZeim94flD#b7HxCNkb>xVFh+hn
zMm26TrAWCx7dI~wJh*=p=lVn(V_Z_wkI1tn${vdr*To>L2foZN>O`jh@j!iKarn(>
zS3lJ%Z37!O4d1b}LO%d(#FuUlv2J-l*IeLVJ*T8o`}hDc6Y?IExraMjeE|%ez1}K-
z?nt~LZi_q{ilpv#6q_Ck*&SJBgh+n(5;Q5^9BSF3)C_UFr$YuKvs<+Q2=9Dg<UdPE
zpQdkYqBIfO4%Sbd9{>7A6?c3b?wrbr;Nw40Ry`b&;b7NhmFB|Lq?f+)Oxa=pv3m9!
z=@~g>6t+UDjZHYLa$~xUlppq@tJ=<m?3nR5oePSrTIS(~J>7kRe@9X@C-!rrfn_f|
z@4^MmR7Qhs*%)nK`q;Tq3(>6_eNxeK^fem5McjVMj77Aah}k9)K|0}|E`Db`-f-YO
z+L%@@!SXLdPd`J(6g3g(WXturYqpw%)m#f&!u3R}0+^s3sDjD4&YKcLajCmLvXAC?
z{5Xnj=dixlVfYNpnW2m~M@{@az4iqfUcNmHtNn%A)(V}`nB~$>(L~S1?pxC7)VtEh
zH<Qo?_52$S>D_2#;conSk;y<I-it>A`OQwy0X?f`DbFLQr$KG6Z>4Xb)u^D~GD)MY
zyMu<|?$&X1cgN*_43%^`2f!gw7#^r!ZXLEZa4F%llo|W1<@^hZ-79Vbllda=YsSyQ
z+uD6gTj?=U`XKT8@68XakBwED8;pa0)YPaqP4)E9^Sl|74;>HP<w3y1#|#G*VG%+V
zfknZFI|3WlJVM!tQLHLlJEA&tEvvDF+JV-X+N8={s={f%TDrE%5sh|><a3SCC9-&=
zzj@jb9LuGg3nup5?|Z=A>eBC#Zl1x@<+lp<h8!ckb=~nOGUfC2qnC%C(x_7rvqW|t
zF$#aqhz<zm0w<|cIlciL9JA-px@+I6ghn6*ZqN7+7(S<|Qdeoryyi7fowG-~^Ke!b
zAQ;9}(x(!5>HYN5Quh>aVKvZR`><rKRXnp+Z&4@;B$%5?{V9Vh)3h_&sx5?>`A5=T
zRxKT+Pe#JZLiR%OEqTj(>z<*0Y<McMU;)cs%vpV@CcFHmfZusiGv}t)yl<39ww%^L
zv3D}r+n388yt;9J0TWLQsJPu6YW&d#-C>AK*~iz9aY#vL<=JzTFPO0xAiXK&bXzLV
zoh<WD9U~{a3l5XKQusKyqhnsKW$s)36^pp-&HLspPw9jdv`D04EXirGI|$I7+XFPh
zbl(z9zjSThFa(EC%gd07pR%Y4{nW~5z%DhJtPFRp%h`Abf{|Z^IUOUay9$vD4yxOY
z03{VG5CpDq>{!9o(B(6fJddj7$18sdL3mc~0W;0uvQS-BxkycR|H83bHeK^hrN4V#
z`Xmf7#Y<N=bpG+5M0wtZ{C)OR{wi|IZD6WnR6p*;C?BlYc`L&%UyB_RqhdBwiY-ra
z`S?kB4wYWkR%uCSBYqh{n_F~;-H{W+6k2`Kj}dTX$8gy*cW3^5G5J5B>L^LBN3cB9
z#%Y>zIWu=_KgATMj}hP+cRMTZ^MQl$SHov$U2h^uLN!SUF<vfw18AZV5K<}W8CG14
zUi(7a7SdxE#x3Y!OQs79ex4=z`z!9`FCxnA;a^`c=xbA0`XmE^Epy1h6jBaQI}OI8
zS4!|VN?e2qst~Nuqkx0`U0lL7tNjL1o$33+6XX%$xj>vH0WNZr-k4cx`q;6<1R0BK
zLY>N=j!v2B8TJ}p9-%J83zD7pwfQU`Wu^(Ph&0u1Kxx8ArDXQ&alnD3uyR0CGldH_
zl3cI^d@toe+F9)gM#62(+C#2xEG4b4vij+AS|F)#0f1(lQr}f;vOk$ZwYhdsLjB{?
zC%BD^4x&=!Iw=;gggZM3O~298^^oc;Guw6mb?uPJGKnc)|ABUbvlx1LF}&?{7cQW`
z^VSJP%Ua~<CZ3W$GPBep7NZ`t_=Zv(MzZ-tI=D&o_1brGgIP5c)UfG@T_aS{?#Fhm
z4!eBCK^<uA3kj|Xv_9HXpGtp0YE5i~m-r1{(IZEvgQ^G`_oM`EB`da`@9*-X0M%A}
zdBg90z#s3kEHS|B3rAE}nERVjwp2UbxPl8^PHJ<c3z4AlO35)+Hpzp&Q`VeUrwr8k
zwM|EftbRFa{E{An<R(ee<?r#p>F755Yj>94X>xM++LDrj<cC<u5(B=Z4m3cGRrxc1
z=H5dwi8EUd^mlnxMJPRG6IU{RQR^=BbRmFuKG&+{BH7I9GRGUKWD=yvNxBdX*B_DA
zzQ{O6lR$&at$EaE`KY0cBF$_idon;l;;QA8i>R4{MyTAig3jHN5)6=n6at|~>VXw8
zXq%Z0i9j|j+f+G;2UfAJUb8!G^fUJ&dg&j)?Z8iucGYr6Ty+H+sA(fylFnE|2rs8+
z9KckbdG#qm_dzq!7}|?z37UoLz}tbHXB~DqSKriBnR*zonnFDUH@h77Ue3)OecaUr
zAur>WDjIBvi_TCn&jxOTVJ=WuNRXwAgw~8zl}$%KqZg&ShDD&}n67sHT(SNAPun_f
ze~0ar4(W2?7CE|iWRzwX0_LVk<SPOxul&4q9pfNch>`C~U?kHsEWA-2W_hVV?lCRz
z_WR5IQJ>)vb*s4RPD;Afa{%##W@Yor94oG(f>*;UZHC7{v=T_82mT?^CLQ5SCaWp>
zSDfeXA6d74^l{ZNZ6rDZ&~FRfx3#Y0J4urQS^VaddA{FyAnUHT7vS%A`w;*S`?W>D
zz$^NHu;SLZ#f;7itRqO@2^oy1*7d;iUm`6`X5DJ(-nc3yeUZF#ZdfBV-``aKmMiK?
zIS<%?!#4rLVy)4(92<O<;ewsq(V#qDcOW&tr|{o+`C32C9%{=SdK5`)HPrD>=7;^7
zv+;GbY9fSTTnHkB8OB*{QF-#Y=*6Ds60Tc5QQ4M!_u!z~*~HEw4!JDgkz?$SDLKe@
zZ0B@-hq8{*X^NJfM3@%bK9(|4ez@*rFpLK2SdYW18_a>PLu&4i>O}g3u!t$<zJGIR
z9u(uvBd+rxj{)8*(62<2#n+>7Wu?08v*ri<oK<1JX4r5pZg@tyQ#+{UelcV@o-D$4
z2+svNJpU59@`i6gj7xL4S2#Vg07?EE66JvzmKjfTwg*CJ0y5TW)Z8&y|2}vgr~+nx
zDz(jb_RzplJ*Jw+j6JJ?qR*NX{$+t=R@;LfrX>`skhIpG1xBp3(h1<=J=lkN+Z;F}
z`;w3q)WiEE5<|)gA{^Wse@#j6$2I8SCQCG%YTlxuope{9JN`{S%BAixoe;H-&qh)0
z007MQbDi0c8TT#2jlnQb^vTdn`oX<%n|5bi!#xC@ch>2$Z+*3sULW{yl{T}5|9FLA
z$Iy9?s+`uwsA9=HTA$G-b|oh;k3Qa{B~k_-7*zSTZ^j>`yR%z#^Bz^(=N?gkI!dC4
z_}R20>ozw{(Lu`(EKK}|1sv*!HcgcMNW$TQQ}qIvjHfB-UbOKf7)J9$gUyt)XIQ4E
zaH~;s=Tdu&uDB~H$*^fblP6jHPHXOzqkD~KO3H+RXoN;?9S7@_^jS{s&I}S=BPXg;
zt&h7IP+smk9RuR(4TQ&Ds+pb2hv?_6tZ@R4ro9=Qf5rAiHs0t|KRG2m9S6)I#4yCQ
zf3b3%q2UB|$u?a3%V46zAz1ze$i?5;v{WM8JcwXFRgY){d3M$#FYDvKZij!CkA~T=
zbrZ?kBci>QK?8@}=zcLX|80m%e}YkeNM!|6-1V!)fbKNkqf=3^f2MXx+Y@`&=E3$<
z-KkJC$NodH|Mk>l&8Df-5DC)iSEk$Uz{T<P3yoz=pX`C2qIpWRlU@Ms$S>8X{M#n-
z>{I**i(6K&GYts>aNB08*l?hJfHxw0BQm##1~`Eu<DdO7MMtlWSM6r}&_GK?<;VRy
zm!JjT%7liq=4IvWMJBnN=|)z6{D91DWx*cYBA0J8=7%D@cZoj`^;5;Qyt(s~FXfds
z061Er_i7b!*kDdXG%mXF@0_gGB0w+D_<nb0ys5(%_*;xHLFtE%8>0<w<+QzFx?#xe
zTp!7Q@X~hp$)vCzZN6{qn;0}4@Sc$y-I|C0cvGc6RsC5Xmp%elG^%=zs}5n=T~r$x
za5aWo+*(l?+$1OQdtOa3_lAM;Ym%5T_<hZWJk9RWO-F^l{h9n2xB_%T|Bh=4I$1lr
z{qJANAFbbp9CP~*>==WA1v`dTd+r#jA#1<NvW=7a73@er$$%ZR770<ZM*kGh6&*hF
zq^tk!rtTuWo)He8H&0j{klDUs-d*5*R8r%nJmh0naN*}LL*#X@1G4+2!ONT%A<WvN
zs^6K}Kj20fZuUp*{?~UHwbrBm-k-YjB(<MCS(&T9%|VR{_Vwk4BZr}L+_eYY<VU=C
z@7bBH83I&uVfaS-l1NwSfhMCii<ZN*jdj{uZYfe*GeGHbPp^D3Y3Vc6o64Dc4yNCy
zJRRwFZfBLYhD(uOIQbvwrkDE0#=DJT;=NC$)*wwAP*)q@DR61Y4s<1wMqXnoeeIUD
z$Y^){Rj-!x1UYblllvpmHjDAIYN_V0TMkLI`FCJ!z75INwm35&&zgqC3%DdvdimrX
z?3&hdfwxeti*G7`7imfW3B`wA$>*Nrt>r%j+#Hw^kBczLc_@>{ErbTYhI%tDD2*R+
zSFN=Vh?)?8zCrQC?#vl#2yvdtQp$qg7a8*PI|J(e$q691akcqNO&!>ZKjud^Et$Mg
z;+=cupN=(OsZ(>dI&xc*>rGZrZ~7$G3r``GNBU&zK`th21#UmwS$}X(0O-G$f1Tgj
zoxPKw1Q!jamNaw{Jc!#0Nm5%<hpS|}v%WG95zjmG22omvkVw0ZptyR>v_4v4EbOBg
z*RymF4*<?U&maE?Sq}{V;Nd%>L$+`>->NBo$w}f(C-=iIu5a|zx-sfzKgwqd4(LVx
z%4u}R`8URC&di`^s#w%Vc`wD%p4q;ZlN)MX9+hU8;$Q!jeDqP(^39ZF{8GID59Drt
znt0u%%5e9sjwgAcrt9Aq1t#~S49>u>ovFN$Ogh|O>?6)3E_4u96|}t9S4bM)S<D=;
z@m}qzbtM56Mod4(y-~>w!S(q?`87U7w;v6k;APn5jy(AVlg^fn$C11SF^`EnC>wpY
z`e_MWEk4#eNY<yMztjicR5-5&s+4r?h_Xlv?}bQ|KTGCM@2bez7&=R72J2>Yhd0}m
zthx1u|K*Ms82maj_UJ9D+6MNAXT1?qjYLG0x|Z(0Bc}vM>?>~oZ9jafN3mAk8$5SR
z?)WD!^<nbnLvt@#wlxmaGu9=DAjwjcg(7M+VSvHIE|1@7cUQ@d(C;-)wfV|BgNM~b
zs8R21(gN5q(*{WTz~H3^V7brUt&`dIgq{pf-1g;fl@iyUH%{d?7x>AicNymf0%g*O
zn{cV$Io`j3@(I~^!-Df|Df0?+Hd4-e1PABJx5}}3H`?}iqb%{?I*CA*%}MZP3}a{C
zpVF&7NuSk2Mtgc*>NCE6^^b{HOy0*CB5Pc8UQOYRCKq`K0ZmN2a-%XBNl&v$%AI+s
z>3^LWM@a@xRn`Xb=tlDv-_a-ITZkibh4{MbutMKoA0Il;)oix%GmRgL_uY73z%^iT
z3;zC{bia{SH~9gU_PwW8w%O+Q>HHjIxZs?+v0cjsNdx{JQ`_~t*wJaSaw-#_qCr_k
zT=B{Kr7PxXnOE{%ot5*=nh;w;=$xKKIV=%M+huEO+PY1RG^=|$iw2(SM-6wWp`BKi
zoL@l|kQSmSmJ}<Q40fYTim8rLg(5DDXuz30jP>2Y6W+OSqn(Hly7-$pn*pRSSJm&*
z)e*V`IV4xle?4SJX6M`3>N1Nolqg}jFJF}?Uo+Lq*^vcm27Ss~2*dwmz4juy$=Z7;
zVv8QDqgB^5H7+gPAlYDck-vB(tf#0t?oO3sQHM@wli#U;KU!x!T()q$u6L*9IPD1!
zZ%x1bVD;e%cMcox`C*Xu-Y;hiKd>tQ+vN-MO^>|{$ZYHGy8K$Ryz$-Enli_-^!TDX
zE@t<?Z|u5m68$!(tfPCX#v8}3E@tgHvf{x6@Fta{epa?DZ8>MfReHTB%i%7Z7(%t?
z8*8tbNk~tp47_yVqjsH(Dw<t@qE}2(-Z0#`2soM5(QY$0n3<lM4xs7r)$He|cP+?W
zo9heDJ_|kH3{Jg~UvOeynyc*&iMzI$3#7|up1Rc$ydk7&J}l}@xt3`98*DpBy6U4I
z2q5(tWv9~pZqQyfEt<2y*s~gK1r2jAX2o?K<{iHsZ28>1ZH>UR9`(SQee0<$o#bqE
z-zIHA_w*e=n+MA)mtpAdmg<$~@Yd1l4xe%`Ls3dqI|o;TMVbW{%vHil(7Lg&CGv}o
zBE#z^x*h>dKDgN?^=ar)pvS3eV{^^D6Zq?ngQPFgRg;*~dz<P)azj5nAN~_?$*57k
zP7i#4+Pe07pP5^rQ>_EnPwsI}gNpe5D}aSto*i{I+dtjpl1J+EOlyLRyEYb8OQ{9a
z>LT}o0PU`3RTtQRRo&WE?{6kS+DGW?2dn~&|4T*sM`;%pr3V?&4!T1(;Mmtx@zFin
zRf+A-Xfx%e!jO{{Gj|=?v8HDa9m%T8UNx8VJAcwt47ypmdX_SW^EjqbGwgZ0mU#i?
z8;2T>c=qkci8A*-^9H~^Sr^1U$ymKFP?LOi!_4)$FE&6o)_bp#tqKaxg`Ov<VyevB
zjSE~^^5Y8X%KHyKDRkStO$|3!Eit;83Vz4J^996v2Jgot<4<^dvhFcEQEH-VEK!Ex
z{9iDccWPWmq`cEW8JS$aaFuMx+LyUglw-}Qty6I2fCqifj(IyD(rrbXT0?pw!kRL{
zhP|Q6i)(OTo#pCDpKz?C?#MC)aVdE=fWe51uG$vBJ(G`)RxM>h9N5q!1GFB#>WZb?
zw{T9$YKn+l-BoC}bx2+7q5Go>{qniWejB=9b#WIE4=LPxO5OlEibLv2@{h)lFgz)m
zMD#Yzh8y**IyJc=Q+sfEWI<inJ7<utq*23LpY*gdriuM2L)6RZ98rr&EK5$-%kp26
zdBbe$i?Zu?Da9a|h_8s@e39#y^a)lYjDDo_$s%s_Vb?_v^sLn}4`RA7^BC1qFj*TY
ze$MT7);*=8AbCaGrlrj6)Ja~ZYVz){-$iLxHHX}*4ZcDff!HCcU?Q`21$s@WCx!Q!
z`<|ml1E9zPu;y<a535c`gf*0PA_h2x)2Ms8O1h7(u~(PYZ?R*|qSWf1zA6u3X8(~}
z-4c=tq;Ef}>{TA~?i}xPTK4o~B=8NOQQ-?>+h6p6@nD|v$zB9B*Bn<}qs?O4QD(7b
z{O6KHpIc9v_!IpVk3MW==h<sW=cjsk9ez+8ypJAwti8$Wq$XwXAd7hyV?0vp)GgV+
zMLZ9Ea7t|et0z}<&tF5e2S3S;evp!%%ab~bex{=;O%av%Ow>?3%A$!$8}_9_=G=6V
zb3GN2|GF%qx(U<)o%@>Ta`cCaQV;ud%jKc+P2+5O#s)5jYlw68MRLyD9u^>^a3~j)
z%XjO2F4^<)XM5cMaK6}XOeGKv#g{j`bJlcE_p2GN)MM;yHDnY0SuT?faADVs8>rc5
z8#T?{8+&vEoH^eTN@^Y#{or8NK<)icLRYZS1?t~TzKW8?<Ep8fDa-ve`dLWzO&n1B
zb}O!~t~ZenI$kiIAfdMnvU_|2l~w~Z`)r{m5-X*|9x8|J;MR>mgLZIseH(Xt1v}&s
zWnpTBlHvz|eC!9ZZKE6I@R$3u0H)Li`GoMo&g)lZAjp_U<a#5c*7XS(yAJibIkVqb
zz3(w^DW#17*qFH0dx^_C_#)P9*WzKa=W`YX87e_fua)hRT)%t<Wl-k++(f10(l$^(
zD|`}IaR5IWuN*fua#u(n(Wu^>vgM%aV1#Fknrs{-?q&PgQBRWVJyub6^`kFu!`Upf
z?<c(kegN2SQwAu^bNtqtoNCH7`|i|(j^LaF8d62bLDio7U;MWKb}Z^Fi%n9}OJ;nS
z_#v3Pfb>#7s34t<8w%qeBz6s3MQ!M^{HL0pwp?9$shVX?3Mk2|)KgxERSUESSHo$!
zLc4$4Pa#`<#I=U@;`ssI^K<{L`WB^LEuC%Uy@?BihM-m-!`_(~=7u<e6JA~N^5tG9
zJ!p^EWHrfmFKK9x`_bys`_A^MhoG?cS7qL<%V--lsh@)CoS}S^Tz__j*m9V__KDJ7
zG!4jB^Oh&{jo+6hsuw#)Z=AWQCzr0dyQw%N-GFj2b^#L#Xbm;*Tk!SYXjAzuUjx_^
zs~1pLIBhrb%O1-)cw*Pl%A%iMLZ73Z4aI?yLDw;}z=K&J@B9Wga3<G@q6}_;bo_no
zWIaG80(muwmcAbF(j&~(B-2x~P#C=qtCG1aEouhUTG%AdzJ&I211x8Mv}OfejdVyX
z9pKK5Ojet3qjj}k>#M?lnhAZ1R5I2P)~}j$y>n=4{Da!A6VrDLObi9GhvcsZ{I|47
z7zXL$EnN0AWg`y7PvA}uXVAkicKW7)b<fJ5#Sl1DG2n0|ewayp`n6joRIn`xrz9Lv
z*AtRPq@+Ypl7~y5q;T1W%6B*eyGH1>Z(FkaofqA{4hQk``Kd+U_*=BRqTSD_6+40M
z;SyMI2Fy=&j!iw}`i9i@_271OMRN+v#0hd-AR8^z<ar<MJ)#)&5EVMg3|W?z@ihpT
zoORoGlHu)304CRbZP1cLX!VPoQj__fBWlvEsSmx5yC%~^i#9diJcN^Q5G;Nxp!e1F
zcK>^SBG$M!W-z7)RnswNweI7gmBror`8kV*$!;Yuo`(_J$+Yd4=-+(|nEC6LgJidI
zJ#(#=ENXKPsao|FrKgDIvd<CgCI1s1j7&9u^NZ4V{<>LvzNR9S0iXqVFr^W-yETlu
z<j6+(M*Vh>Qs%sg;6Gf0LTUdxBrYQC^-!A@9cY+Al#BNQ4!xb8u28)HxBTZhTrKrH
zf-asmEBna~fPm11sNF-VpJ5Jtu6UHN`~@lZ+^`uIVH-F1G@pH<f9>1ONzCiG(8||0
zSuXvsTB1vWRm)%e9NR&4@&8@~6qvtzL^oNHmEEqoO*_Z6zs2h=97aWLwF{Wf>0n_$
z-zP_H;2jG!#jv#%I8_Unv2m&|P|G%m8e^=lv`DW1c4DH_M{ib828hW_k!PC-;&A7_
zxp%{?+{!3*h4*o%Ar>tOP=?uylIuatdnqFIjaQs%InJrhQPpgolH569orV<8<N@3J
zNWdKA?1H$qJ4XA}Vn*5Pwy#}cbX6x7E8u;uzjX2ashL(S6|~Wce$w@84!c(Ib1Vi?
zcD1v5vguJ9XKoMOzQiae^@JvB8ww+qyuPzc&F2%|j_esJUE075`DN7qsl^2Alk@M$
zd9fvK93`=M8DmcqT*z?uNd5_$QEvGAZ4Zj(=u@Mr|DUQW0jnv0|EEPJ8h(?lY#Gii
z5nVN;sQ4SptrXQssdUjoA&OE-H)a?_oLjlkW-Cr8HAzxkjOCKbP(-ESQj->wNc;cu
zy_RY2^UU*%(^<aD`+fKK^J2u~G2;6cah`XOGe79x>Ls!Ud>=#wY+ECVhtT`_0PTa7
zMXVgvE29LI<WzR?XyTe{_N8nR97vMZ;M0I^El~-+3k~)`ZI3tJJ9vr=>ADB(rBz?E
zY!ss11z{Bd+rwT%4Y<>v>LgR>zTi+g_bW@4J<RidPT!fV#NRUBf$@k_5*;cT@Ls$j
zN&XP!uJS^T%497Ld**Uimkg4)_unvnI)SsOpH$I&QjMBgdxQ3{Ydu4Ioa0zk(TpVj
z!eb8)9;9sc7_KNsfLa*k^UHJHN;BD7@!YwxrHqnrK)1dukb}!a+W0kr?DJS3u5_J-
z?4rh4;_7rBqUVjZ4PbSkmSJswtV;+h?yh@`=*#U*^Vx%d&eo?Shu`1e(Bd0scN_RU
zXvR54enGIxof#|_#r{V=!d-iLCwo)jcZ|D!tK*65v%V?n)UX{jAwFzk3@nEp&UdIb
zC8^C`VBK0DwJA8_XLbx;Y4j<C1?Y&(UV868!yQqv^7v8Dy-?s?kiQi7Qcio^UH7;*
zJogAyb}F#+fjHrq=SB?n&3XDQQ~s+xRVEJn!&fjq=HY{8I4TeobKZYn+!!w}V7&MP
zr+#x&5*l+_;@30_+~(m@n%cZ^FuTJ99@8C#+)hJv%G{!_@vuDHii&zLm}>y`P}wWv
zTkfb)J9Vkc33|-{5$_W!gI1Jl+e=&jBg|h{tbDF}YD?FJ$5d@{!g2Wl?dr$9<=9_M
zN-aR`ShD;RJtiHg*{{S^Mchb%l5}3lC=)^JS?FTXO9QMK>XTlbXWN28F!Z?pFm!|L
zif7*wmHohDN_acNIM6zb)p08SKLMpxAF?i;eqpbi66oqw-tI*SQ|h7^b}k=-oh6us
ztWE8`x|KOZhmSkhpVb&3G^)bxFpymZ)#s$MJLVXl`p9*jLQdbqyn3-9iBp~DW3h@U
zJ&b^&Szs0K)Cs)svQ^gADU?G~yMUA<v&t9$BV!F1zl}TLn(uf)zei@dRo!cy+~0NJ
z1F%+>#w0}}gGo++H~4kat&tYp!wjNQ+q$>BqKDdLZCqq>?S=ga(K$E)-ik?snfppl
zzB&BJmR)r4YqAv#vCBFG-M-FFa45dxLp97>bqY=`6ygDjBCxrf`GAJIwJk?~*cdNY
zH!f;EIY|1rV?OIc3c}EC_DeCl;yCaSb2CL*{-#u@$DbBLhLt*%8_E%NO^V%gSZ*R{
zhTfcj)GZiqukE3?m-5<6*3}noWV@y)^Jh+90uJ7JdicAR{<i*K9>q~Jhb(FRznPSp
z|7y0y`%P+4?oLW-lzjZM9cjB0_~snS05qsfn>z8F*E%Nomb7dKL#eft(fN+$XY8ex
z|B*FFMVe*Xx{n@%Wph5t>+oH4>Z74!c?e5M1CkTp@H%YSY2}n;8*<e5-lM3gTb=S2
zvUj|H3W{)K$8gGg=QO&qMz8h8f8M%)J)QFrIAC_D%cXWB@ut-KC*Qu6it@ViZQ8zK
z+H&d3F@w?Ua5>xMRK5?Bw@P+_TJ{c<`kc;-or0$r7SM9e%$^_{1>7j{8WJTY6~GH`
zw8MX?6hEf4Vv4+e^0hRR<tmaz`ETpaEdZxf7rCGhV!_X9l;lJ9{cd{bgZhFLJ>9%S
zyf(mwoU9Ie{)7Ij8V^_G1M%1+#3azT0YINAvNSQwkdXpqDljzl>R0c{)TUkZTT&p5
zWT&LHPJ*n3&=Ase^G@N-?~c-T>D;T+!j=6kDC1vO`n@;mJey^r>%#mXT7{-%5P#1i
zUQU{<l=A+4`6klyNO-2njcH+(C^PfYV(Wk++Ah9hTQEa~Hla5w8vM2&kSyxYze%3L
zGXYYa9zqGI$S@xLyAE12BUyc|`PvI{$R>V!PASvgCn0P_c{zsaTx!y81@FEdUAg23
zQB9{WTL(}Jd;Ze@ECD>G)5JR_66LTy5hlC%;n|+yrU1h)K_+<zs|ic{2=ig4Ho0Ot
z24$+O9<TCeysyKRO+$yuGs2bqDa&|(x5b)(Qrh3f$OAXc)<^cgg$oIgQM#Q~AI^~e
z9hp@Yu8bW}zI8jV1-8?6OIzFMb|=*olaab1u<RUTe;mKNzYHjm=2UDt0wf_sQ0EyY
z#K^^49FVot)R<FK9C0WE=gcU7ip;!wo*@+2#_aiv*0wjX8%}>W&v1vSESqbXtFL9$
zU$0g}P*+4R=8@8$VNE8+rEe#tH_)b3O0G|4t{(Drfk69)d*-S})i-Ic+fA1iLrxV=
z#Jz^3lhGZ)by5=S{?)cHUUnfTQG9LMrlG15$24BY&#awex#4R{G(X|yrej3IbW*7e
z?U_a(F)j_K_`kg`D=@lR-m_j%!Kex+x+i*;0ts=@p8k>~F%m`LlVt;qI&~*f;@7`N
zZSu9`P;fht(rC5$=ph)wDA$IXqs$eUu^O#zTZ^JLZHw?_^YszRJY?It!*X+R*?+cW
z0<w0C$1XB)g!0rqO?HHckV)9)cXa@j>ZVD!!!1pRS9y)Q_Jb;Q({d6**4l!kBze$&
zxO87&-%$uSXwQv)3VUMYx(nv!r(Bi&&#FnEx=Z8^NH%YM0CiQJvMKLqL^4^Ls&rdu
ziVmeFIyXlTc^W660wyQOq4-2qpAoEbWEL;E{=fd?e1z=caxpv_hfpYkZn=erL5|j_
zsz6Okxlhg{c0-1$w5VeV)03uwD|KgPvK!0;y+e1fGZ`hVbQN*qDrSXXescf)d4w?M
zbFZxn-o3#)Z=Iw)tXuz~lhL&W<#665e!+L^PbK+-C%<rKJ%NRHd^ja7uKfG9AV~s=
zKh)01V}$6^r`2p4TGZN?t>}Ls+Z_Ei-bam9-oepSV%O?LCOJATjE_u-a=VkaF`3SA
zP_AwHc#$&!*rMAV?S=}$<@@Uzn*;Pj&57}z`CR9r;cZ9y3r}-6bY~#eb)Hk3=VNP&
zrj5}n%GU=V17>p&yc8MYs)gT+00lXol$n6}C!{qWlm9J9ij|MwPi=kEKtrU=Ig|1Y
zvW0kw|2`7G<&Q4oPVezlU`r#dW7m3w>x>@@XIR3kBvw9|M<Lz66CF2kAsv|+l>!J9
zzlD_9mhJ2)sK@qYqy97HpZ%Jq3l0ea{AVIdGnS;-PZAWaWCmj~om%I%U!Yy}m23#u
z@+2<`S2pDMvWs~kwgC8XaTp;o-L{6+>-1dP`5!_W4?;3HHKuRV2_hL+K^ECLl_NYt
zWp7V?J{yIdZ_<@)PW&opc4vxMWlC}@uwp3^j2@<qw*)6L4cy75IhC877XI0P+l~KP
z>6cH3glYUpy}8k1G&(2ZJYahVqR`eSznurXJV5H?bEGAQ<mUSdcXn<VoP_(S;;X2X
zIL`$yxvqf8Cm=mUtotCps=_8<^CF$>@1%{UmNGpSjb9ImRjB&<sNnliJFhguG;=`j
zXp|>**i+QF#DZC{f&@t;lcO~F&n@EQ3z=<s!)+$^=R~?l$rvKA5PLezq`YrIA-6?t
zjt2rsC@8(Xx#GFLY)&kddKbo5xDmqCvm-7f$u9|#j(WaD$Xl5|b!VJ>A8{i8n|wfw
z5*tayvylReMENXV>iq8xWa_86lEcU^cpu_lPV3Qmdq+!$fAS(i`2X|~(@ws%>A2j5
z)P^lsNI5;j|Dl8D(OrTyU*nB%RF$Zrh`<D3D^746{pubgA11JHWGrJ)3!NGGViG$x
zU6nro=>vs4fCjDh$$9`57v4piELRo&I&BH8z3^p&biX0q5O>0`l$=?XGFP?{^^${J
z66D9Vt1Ei{h82zy-Cd=kJ9MR!x=?!PB9{gY#O7Vzh6}Xay>*SfnRLxhYR)qT(v>&U
zf@gfI#30134TW~8c*k5>g)flFQQ*Isy~#C1gObcm2iBO&GG0B(7p+E*%snORkmgjf
zF4(p;89b@w<ag45E?+inMfm`GzHNVkk3uncHJxmiRX7?wMO*1)c$z-KZk&j^*YQaM
zU&MGC@<d9Z3z#M}?k&3+`0N@Kk9GB^(e*p0oLRgRIc{9%!QoN=@l&n^<VAFp+A$NX
zWjty<djy9ztDpv4Wc=4b<Iq<vLB8;<g|Z(w6d@x8Cb@DGi~U)3SYEiFG7t}D=bl07
z{D4=AiU3mdM)pSw`Nk5Y896zq2+tub@(<mT!6idG&}iK7DOoVYL0RiC^wm2!mTEyk
z`5u5OthA6F9HHclY}W2zrody+zX4{v&~`6W81Xez*?6pFxgConv%7$09|BXr2emba
zth3@r!`(JP7RS7PfPAU5K3B%*hJ-H4y=uAa2hkY-^Ctm8W6;(9L}ZJCa1*P5pV^I%
zDd&^0j|@&de-@#SL&@{G^?>bOrk+waQm+yR>nM&nn_X4FBK1F;t#bQ8#Oqwc0=i|5
ze*HH@CPGEy6d*syOL6^P6!E^A-b<ST6AZ*IxncZjuNd7QQ|?$SV+^5gNN&8ZIwnXu
zCNE+)ocT^#WI96z_&*<giC_N>FGkIlE(DJpo6udIC$LC(xUs3|2wvD4_^OFbI3{1@
zi~9ZLWOr<^JNlN-FC@zc0Di)A<3g&pIf{->=aL22-M%K$E7->n0FoWWnb~w!Z5|6h
zeT#LgOi@80DoWOAw`$epiN>Qp>qoH?%#6DHndJ2BrH9(9P7nmRka-8%^H=;wahr4@
z=O_<0F!Pv7t>Ov5U{W}<`9p}E@#B*vaKr^WsMH?;N(&H>!8C>Yd<qU4kG^U-$0BF2
za5?Lq-r#P}AN8MCdR@rrK(%;Q_GoELmlwO6u(;`QDpYM~srb3B=_2)%#p7KW53o#J
z2{W;6Ev5|xS(heCW9IN>)5&go|0iaX4Y07?^j^J?U3lTuDagXBK__mgg2KGg*gLu*
zzi7@I3e336Xc2%b;jW(W;`p*NhbyH%t`pBKfVXv5Wq<N1F@RPyMOMcGWlcCJF%Hf$
z9g<~(Y_7kuUz-y=!otx~Rb<hwVm^$~hy3}}og2i~@j|w+`BRl`P9%G_$%H=E*EjTc
zw)l)hwnLJ9s-R-Iie%ye@s1g?FcM-W`hg_Y_)R_wU@-o5M3D0#$oW%!q%ef%$|CeC
zb@!QMMy?N7$u3?|?tez;)nEK%vv9WDU00iT8FNPl%Rn)#nh4OPu%a~H#14+ETt^kj
zJRdz5KwHFMe=16M2NTB8O#%TD%{m&OOyl$hOzrO>ON>QWa|dfjyI5lZpb1wChGcNo
zuTiJ;==~dO7VTq&$_1I+kXWp!ZRsy2OIpv<hSo^FL1Y2$5XbTv_L(R9@43r-<T2}-
zP9`}KDwp|K+iPepjuSc0$ET!2uygzZHDOlwTv;k$RROM4QnJ^TBxzn2yqT)3@$@9!
z=gtfiT;Knn^&Ei0XcL)V42mJE=)JljK%jO3U0zBs*E#mbP;F(g{5tc&9GJ4V0~P_}
z=qMesn#~!Zq}I5N`A}q(dF?;r8)9ryU!W&DP)@0#mqSgg{1vn9*Rc?WmV3v?l04F3
zwZoVk(xqUnrQXGOs6#<ES^FkR=Z!n&xfgc)fPa$;VD2Y+{q+99$w}<o<=+d1@L=1p
zDqKSs<b%y)mo|U^*=D7VmTI{t5k)Y4IN-syc~?!8l?aj&JPRjErDMhNcxGGta0AlW
zPJ!S_Y*W%LBb8*wUngvPIlF)uun~}q!ZoF*Gwe|HB%0Crf(uQ=Acuu*x)!*|<Z96b
z*-}hd-bLzjMlHGip}&u+E)=fd<MO9;yS<9mZ|K<P!wz*SzeR@Go!6#Du!_QFie`Lr
zV82IL7<8`N+r1rl8m0A4?Jxl}{tyVpGYoHl^|#_+A|UJ)WS)+~AT>VqVrjrUb}i?7
z1WQ?9mb@uh{vAg7^dfrq0c3cE&t1^Cg>2J5>g7^?Lfpf<J;C;y-TQA$-Vj(6UO#Or
zN*p~edfJizN45uH7YwoOW0aYptexF(Lapos-1iG0aOyvV1c>1Sf6jAR`a{Z{5}Ve$
zoZ0e0ao<w%$ky<XCwl~S$eTE|G6$rh%_g9BS24cbv(q8}(gZt<Rq9a%eB7~I-5!wq
zFKt4)Xv3vh3s~35%59Gq3c#CQh<Ew*_r}z%T<Hfh){)J5jFi`QLCq0hB_dCa5?xPp
z8M?I9!-^U=`z*I=A^^K<OJZ?elC`TF3J*<0lY%7qIp)Jc{ZBsqr9(ITTMq2lA9P9w
zww2nk*JjGnkXl3rX`Wl7OQNDD)%bg-FUi_Oa*HUbu=FUBXx6Yt^+H4w=am{PX>H`p
z><3-^mfT5pCJM=oVqgH{44T6uiy9YyYamF^tb0;T%3g#+n(Ubt0`l!!5<k?obwAPz
zz}goQ14`%cF4PayA0kOJWD()Cf>g-WoM(r`u<a~5<7I$7O0F6=HVAgcdz#M_nQjgM
zsxT6VP`S{2EhHLMRUtt;Ud}Aj*}3F64S$OQ^@-?_4jDNg@6laTl-i^V36xg}P$sc*
z=Pd49=*mXL0$=77*WiqEoZ4AjNs=>fVeh^xQ^~l<J-N@X?oTagEB%@tXopvgm(p|0
zkr+1C4OJcJNl+aB(V8@olPpY5=Qe^;gm0=sUcr4oM=x*pMCmVK)=U%cW?O$znrw9;
zCq(<;!eFpZAyPD4*_-Jk%YnL5Q5n=j7ez%M9O!+A5j4Z=AXcVCeu<VV?BHPt<5e#E
zLAYyNjQkAawSD%l{~2CM@s*weLC`W4$+A0oNU|+;ET4#1I^WX{E~4}Gm5P-KBI@RF
zpE8C;hs9XIEJjtbY#<K_BGY2l{3rFq4ygp)w2n>d*qI{rwkDFhm$3v>HA)KfKPJx=
zY&xTssadiFh*$0g17O;1A0O@scM_btx@A8IlGe&C{&UXKZewVZ5Xe{KuP&5$zTnJk
z2SKpaUhCRL@13l4{+BwYe6<nkjg)=<9H`roOh-GYNcfA36M{3?HD>*7Yr9`b28BiZ
z!^LluY<3}|&#E<5p)pWSFN^c7*ks+jjM36TpSG|AonlR}7tZn7FoQqZwmv3)SKU7#
zlW*M(|Ia&z)?jq?^z*YyHlhJgmE_Zy4|A|^k~7&Yae~5h)l6ly!qR~PFEvQCdxH2R
zq%nAaP+2R_?i*Gmm}vWa<4pr~?~WjJ27hrnPE_%A?N6@+Nf%W!$6BmpN{;}a+jRD+
z%e0|gE1<ZhC`ZK~=^EZ&@aP!43KISwpukfIYRL=Gy>LkBb)?_=lH(tDokvP;p$dsi
z=cd<8K~mVNIQgFa)LKuu#peEJe79%S5F3%Tc&y~%!KON(OUzqb_ty%&kPCp~+U~^^
z2+*~{%q-(#qGvQpEna!aErkDh9CdS1@vDL1|7z~Aj956QgPl~I_gj*X=tW3+(V@}{
zem+}Iby>4jjz0)BqN)ad%X`BS4qq1aJaWcWK0qB2MXw{LM62{RoMZx?=nPPM$HC5^
z*3QkZF_29+F4Cxuyr`Ww^l(2nLYENzRo4bQ$m|gzU^N8NK_1nuu*(guKS^)+0mOo+
z%#-7{%EoC8ozx!LU-Ibuq9ER-Sp}nky|tvZMC&rlx%fIcs%=q><4g5<u4dt1%s7q3
zy-{+>#2W0^oUO9|A!QO`k8%jyg?;_ipmsta3i2&eGQqpbj=pd0G8#RQa(gA^o-M~p
z>V7f^dqn5oJ_ybO|Iye<?Y;ducuP(NOe!7JDe~K=FAWf~xeURTpvra|zkep!d0Y;&
zTTp^zKU4tYIGN9WgoT;PBAkz{4J^JJPW3<NVSe6Ky){=34v`>44GA-bYZwc1t*@*M
zsf)6R{I2#4^T9%!T*wP*0?R;hJSeUBM7thRS)xXUk&U`HMU&cW{*jC*cqAQS#{zp`
zI_emxw#Q*?_ewSN>az*>4YIy%DU;~Hgwc7fY_NA*@Ap!-?GK9sktTGHl!Xr+V{)b4
z-mht?cF$=G=>}JcTt)B^V6=eXkWwXO(Kf9NPso`Axs9}YQJMX!Mqf5nJl9g@i+R;f
zW4xmOT+pBF3efm*s_b|S<z0D$*0FBg!*wR&6lpXX^Z-qGg>vejX<UOo+5F7F=4x@H
z7#1azxZ<o8OnISETYvjB45=7FHfSy;a`_lf_c<_n5J%E^rH|gy9SmDu4nP&;G&q*)
z5GqKitNtKvJT8~{QrR1xz>~SBmmJEh{i;+q%<*iThT@C<x|Qd-B%CWsdicQ(tB1W-
z(#MshDCQAGCI?3tzu&iT=#tim{Z#h4KFC5Zs`gox!tt_YcNj7^E-!8U`;*dSVGtD2
zRm`^YP|R!|R(9SdijeC};gp0V61{f>UreoU?D~!Nw*r=<$ORx84(Sb#>}@O*+FBGv
zBfAcX2!g&!s(9B6UPvh0r40mq{zk6hB^@?Z$>G&&vX3@@Rkr&Hnv*^A=^{qeS&&Y5
z!0YvwJ+=9J6ysFS-B49)@o=TzabCwF1Vg}rQK_aY8weam!uehXe!NCo7T2G89{HEq
zblGn1-k524=X>q#<#efCYmwmCM5)yk*biu>bz0)qe+z-!4^TI#W`k#nMr>Wpn&^cf
zpJO_Z_#xH@djGU@z@GJ6ShPAX#lnkD=UjGT#~F7zW*^sAKA!@wz!lDxU1QY$_}Kxf
zcAU}G<;@>`5%Il;Ojq=SafcU->VBTrg>!j9RpZZr=?z7mcwxkx!7mI>9qF<aR5+?S
zE2ZgGp5%HBZpr&Ih~(KQpE16g7p{UKZr;xJp+;JOO427GA2$hhieVc|Q`{0raNYsi
zaizrgpF|eK5iihC6TRN%%T7ZQlD-1cDwd(q8tOvM7@CxxM!s&p5M{Be$AxS_=2nIw
z?cX&@-l8a#7@L1YT;zQ8@*>zi2UTa=x4e!ueocGqDI2|S8!`illX@L)?Ba7u273V~
zagDPe{J`Le>5hZ6o?c%1X#RIaOS1si&r@9P__Re(a}4=@qSx<o=;**9$)rYo1;~!S
z5RMOa>}Uv+%EVYXPtfcIx~1-Ckj|{fHThckp$_QD<y60;`&Sw`*jqG{e^WI`Urcw@
z7S{|A>BD8ncdwDiQDuC;ww3l@641_>odrm%Dju?70Co1(YF<k?TsWjl)cJQEpBlK(
z2zDDu*!1G?OuV4RKt;MWzHZVak?r_d@4F|wzLHb1iX~k_pRC=&-eemcm^APSDm!R;
zkq<kJMKV|D-wgy?&!13+%bcmX(6&ph*Emvc$tWkPHi|mhUqW0dn(^)zI(ffcGZojI
zF9^EGCF6usfdLi~!R%3erGnohm?qNpvRD?<VL@_oVn<8u(Xj+5q*nX?=}!<kbtWp8
z@7Av^dt$G0WeA`WS~)W-Y`x@>apwbZ_jK8`$H3)6rw(S@37lJgTHPBcZDDNwStYl<
zQ(4q}6zbjDPV|&5Vnb<Wky7R+wiIQ4&RN#tYg1%<2tDxIxrXleC$;m6uH6IApv+87
zBJd|tL8G})#B(;5`MCPMwN~P9*rdq!x^le$afBQsW05fQldRdY#VkN&t+0#rZPyBY
zk^WX?{eAtf$;8!!fH_4aCMEkHmp>3BiT|jju3Ubhhd@Y4+{ypsySVFogkR+#oH8m`
z;$D$#Bg;5~0}-^TFPiR4Q*FDkfNRJHgOxrlDLW2;$(k;;-s++3+-qn}c2WU)>vV(?
zZXVbTWSU0NP`CRY?A%GR-Gs!2*SLn`0*f=MHrFN{B>!&osZZ7g07{c_Xwl%>(XMpI
zyJA~4Q6z#+T1nyJxl7fAw_^pXl0A2Gz!2@&;)@m62-D5`KQ)Q-(bDcdX!m??Cg%!g
zam2HS&e)Qq)(gbmYc6V{zy77GOivW`ms+>Z=ZUo8;q+sAR*{{%8`wRD0FUyIta4y7
z;7Xu$Tjz#9p<B?Hc(gQX6p8|kiu*@r+ouotXQ-g{1D$?O$)V+UdJX`8&VUa0S=@ht
ziXXOW)%TLg5heBFvgz>aA?)W?u#FAoxh(!(5(>7J1*h??Dx%{Pp|N}Rl^5o+G>DBy
z&8>)o=A{9mfU+qh?IG{SqLHiO-)%45dS26Gcp=Q97O~PJzZ^Ol6@pU-NcmR?mecB2
zYVD?vR_42~uh<PKYBo8gG_n<XX&n8w1~*ICr{WD4)ogxgaV&Sjj?HT+c>-7PN7`<=
zO6oIzcEc*P3YcNiUvsEyI1Iuu<c0h)nqNM!&7EtQYL5r~OWRR$C8i4_m0#sdmi3_F
z<mbyzqnETc({Iz29Nvx*pkvSg`(lL{N?$^i`3(dbMQXVhbnC23WOi+?Opk$VZ;a^D
z9D-9pg+|=&UCAB<#G35PegYyVsNt#1E6V#iHKYfHt!CRHvHpH9ScPn9LWpXCB}Jr?
zKkw3L{>V{^9Ldj@D+<>x%FXjnSF<^D)DcZEi>LSVUbI(Q{D!R0XvdXHzn4sj08R-s
zOe~W|>$RfAY%Y+NFZnU!CV&^<O3x>HAj00G`3w}FpP6vi{guSU;57mjeZij!1KCq#
z+n^!_)0JgpB5F<U+SM<IY<(+_x;-5ygJR0-*bNfTqNti+mDHQQf<v1wR4*JP>fJ&>
zC2rpSzBwB(m%GtJBtU1T&=)Yw2hd6xD=KwN=s_yjV5@m)<J}n#LX@d5s|vQTyGhFh
z$!H{3o&-efn%6}7;brq8hLF;*$+w&M)27?Bz7WhZLDjbC@8yh#P3s6=igB{y-{;JN
zlO@P?19MegD4en(L4MOXe+(6RLpm<S63OO?8vGF!NjPMo{>(HMi;!9}U2ri@=}pzH
zsKPpEuQo@xm5$6nUgZSY57?>g0i=gjeRPP0k#fC!wQ=dt`4?f`_gM#Q=oV^fRO^U=
zdV44qyOr7-rqr?|D_xVHR<n}HfO{I3G<x6B0|9|Qn!oM<yP>J)Q>?;+vrJRiI`mPn
zpjA-1L92UyXdm6aRf3OuUz-Ii3u%I>v1|+kIK?%*6*R}n$7vV%57c-xMPM-_`=*lc
z#y7GV0kDOs#5HqLO`}2}=uPK#5)<@Y=}JFCo7SB?q3zrZZU|h^u%%sgJfd}$WPz5P
z^=PuT;x!$LwH?Ekdd?y1>WDP$ZR}FQzEJBBNn0LO@~*aHcOU@+`Wx2(B!#7|9KB+S
z^6srIR~&)Z_iZ4^XbRi1NF`Xfedpna7n;&wA5#WP{hF=|3QwsPa}UxR_Tp4hPXcvc
zOh7+|%Z@5)e;1`U6c`yOApXJSCB?g2k&$byu9a{=3}yd1krUFavs{a=slB>nrVh+W
z;GzCwv(t**iyGIcnmUy|uhGj-#S<tYU&TatydtyU6S2_LUf&m>WXqBWLW5{h%g_zX
zXkV#S-cKZQe-*+DA<_pgj-%FAn$pda0W|B-@cW9|X!HQoeY@<M6?+r(zW`{1bx!4L
z6$>+BITImh9mzwkhab@*&eub-To%ABTc@wQd&?bqZ*IjKNG=z2#nHWQAs9bRMdS8S
zwkjK;eQZr8TLYKrgB$z17O*{DSQ4j2%(x_ZlA!Rcn#S!(#?RhT{P}M>2++vh2iHO-
zx?$i7Vte<4#&vYzKF8gJLO^+2`)$mp7f(@|Di<&xv|-?gT;`@(n!v_{x2+9@X3^(4
z|0S2U_SZ(A1ivfT$a>I-ZkL65ShY^n3Bd%4;YG+5&;425dHRd99BIG`L*2CJBZ2>z
z;XAJ-F<x##3IaZ7S-I{~x*buQm@I#%mAl}Dd&0xao=b|I8vD%j)R;3OuWSSk$W{lU
zQXqpvOkmZb<W`NgCmY$Z7TK?qgvD5w+y2S)P_a^Ilb--R1s0GAy|HI{Chp4~Xpp~~
zYoN(|Of52W;;=A>7?seb)!I$lDXr|Ur_ev?JJbVpMbjS9I<t2bUZrK51Vb)NG34-^
zts?98F>T_Y64!8zL~ldDZV<k$MA%?HQZP}TRDTA}MHlA9;g>J^E7yj93-g1Zef=~u
z<>=1C@=9jgF%ZeTCnWA%iH-+c-$kzd9$pspSJloZv<`X);m+PTc@4Ae^6)-|(LZLl
z((OP=;!*kT8JqT6Ts4#R(ILMPk-%RxP}kH&?TW1)FQf>@q;xjyEp|gJfI|llkF3da
zXK#9cG^e7_JWjg3QQ|p9J0;jwkmbS@Tq1?C_^365)RGmvTC=8~-uLNY7_ZFo4bO8X
zdX)w{myGMIpCJf}QxeYoN<DKe%eEgxw<orHGMb~z%Rpl9R8HYt76~4%>~ib=pSj!f
zwDblU*{)$*cX}Ahj;}Qs9FB}FoY(F8i~38;4Ab9h__9*=e1=-vB3{TUW*q5g%wG?5
zFqn|t6U^OS-J{1iDJ)1z_ubgOcl2IfUcu<HG0@S`6LsRRaA+pNLa2YdlPpY!Cwq|S
zMIr%U;H(2gn(u-YrW^7=5A}tjah$3B_w@%+`e~>#FZY}2xYF-A-H{M6I%U*!LF=Df
z=UH-wPy1b{o_*^0=}o8994@lw(M8P)tJPLJx33scxq!7ZQ${5L3DYJ_l}Jf&iuyOg
z(Brg@qjKn9X@X`PaNNC+aZf<tcY-02B2?(sB+I!dc<XkCQn|p@FITLjXwnYoky(ba
zz3ll5YBtw$dElZuiA_>wtRrY0rY%`>hiCeKV3sL%-Ze+7j1UUHGE!UjInuG#c@I>T
zjztGyNf;d5IU4+jaG9UwLPMBoh#*n*$GMd;o_aiqJ$RoRb9(})PN%eOFz1^=nsS&d
z6rMDn0(1(hxFF=fsIHxcW!G<d*KF;5x5jT{0bPWmgNQ-GHQ_v21X`&QY7Ylq>N?g(
z|9T9H;LSZSCLvYV>B<A1?%KzqecO;K;8?Ez=+oX@C}}T&N0m2cdr4{itLq1!uQqaz
z^=zl32`CDs=9xhsy(b->H(ORi$YjAX#s}chth;fj<uJ)yKe}U`-$q8CdINv8v<h|U
z-bT`&(NPivG|r+B-U=<2GcyMwEq`GR9wlc-qkcot6>i9qRw<n}MS0lzN1r0YM5Z%K
z7cZg`=WclO;5cXL@7H7j<ZREG9^sPNdx@t8X{mVE$%<#k1UnPu7k&AgK~~F|yz>9y
za)Wl?BEb-=R-2h9X-t$WF(2Nq?_2<o(k~fZHV>r*IhPl)$#mY)jJY;3Q^ipA2NEkm
z1H}aU1Qr)mRdRtlKA$Ypppp*5CGbkk#4@#})9t{wNqaqX!xyE<yE+~8B7XBbJ@hBC
zKB)_ta9x>6j8IzWOX$evp=n<kJ=CUk&P?ISDr4DO2&ZuLsYKxP@_K@VI_$NBVAeU#
zg9u2Qcz4zyCQ|8Y=$mAJaISMR-tVl_6&!L>(Y@Df9QGsSeFUqD5Gis2GwJu`qJ5bY
zWEYtaG2GQ<_?GaQW4S=EgB`J8tB^@VzyokRK0Q#c&XMx`*opif-sqVEl6KE<DjQ%v
z!jIi{i*(FYqh2J7H@GkZ6(h)7p=WBRrUu|Jg;^l+X0{2@?y&<J;SbI658MBuB&0)d
zHo#hvqtu$EpTd8Xg{L>%AvE^rA{y3bMQdu@P3Jy0G4<)~+=5!y9k$;~zRN)H2jx4B
zXkhCsAShrvCIj40>OAdUz1~S3OXFI+L5MsFTQ*YZ(?XU6l_;%q+<UZ;I5oIqq`van
znU=B>NFF;)Ifq~fQ~jgq_9IHS8@fq29{q&Yz&AqyN$;X<mRM6mTEci`Vol#=)b*m;
z`8Mt9(^ja@w`jM`LSore|C*P#W(nsF9C|$Dy;?^dAeoP&Y{IW|%FU;MEZp~*(Nj+@
z<a|6w+u83*>hxsHmx3HbXOenaj>(O+4{nJ32bkiwnQaaK>r*(F!IUyz4!jv67y^{K
zs7F71R!Avl-7wEKwJ~iEUT^7w7?XbBI5>*u%I-WCU2>Tu`_VXmBIR@#`?^1DC);;e
z>GsP8I^U_>IK9D$Oz7f^;^S5RD|U?!h4JP>M&M=E=YjNU+boAgE$PbDVN2Li_o&R5
zU%C9X)jiALJDEj#$QgUM*H^`pltvWNV|hCu3MC4(lhBuj#8-a*3_ju9+@i7}US3b<
zE>|%_1EufN8~hh^F8HEnOZQh=LKhrjX&Yb(Xc|g1!hrz>c%Ek4-6SIDsj1!Jq845y
zEgM=cDyjZSres8&*HQ@<y+*gI?QB!5s3hD#2E%zPELO_t9w1`Hk>fvYV#X<&T<=fk
ztdO8MG+in2If_^&Yg2JA=IUrGZEekrH}U^p#398IkM|ts!PFO@q~V!%C1aM11Co^<
z+Ixif@=qY4<TSVQM=)OL`EW~NJMDkadie?KG#;q{obiig6!DB0I#F?@H4rt^QAYWX
zV&vISk6AgNClT(2Lmg_)Medm)x;0F<S1}9Br88J1VaI1<(^xd73JwUbtzlgag(u7Q
zJz~-7y-2a9AE981Nz~`O+ORh_h<Z^;4nwi5U3J!y){ZN+L$3xfguBYZ`*th5AiL*C
zv%>76o}ZZd!lso{tZAMD<D(n0Thk`x$>)(Ia%McB$rYYZ+q&ihJrEn*2tA3!p%MAL
zsJiuKI0*ow+8c+wZphvGk-?JTX`Wjjs^ZguXu4|My3U7RUwjjghp45hEPj9Fhk1I0
z*h9O*{4Z2bkjVti@~P^9zN^`B$UP$?-iijDSE4N9#_C=_l@6TJFPC0MZ92M&`Cj4>
zu{3Kw<NoZ4rHCvi+;VP3efze|Db6_{o?Ajp!IUuO!>_d3Et_42ib-sRsbSlCg&uWI
zDX?LP;Nuac+Ro1g!lOru<<v#*mWIOpe4pN953ls768gA(D(CWi*5mfljZvk$==Ss6
z3&j-26G+;QHS8QtDbQO{WAfOd_e~Q}?yx_?zduG}9A`Y}%3?AO;%bSBve-ZNwpWB=
zb^k%1D&0!-kMNZyxJ)Cht)0z4pl^|C;mF>Zq7?YXS}@)X;dBtt&)YY$*<M185}Pbk
zSwp2-!9-ZM9;TC5sJtmY<?0uWSrAM)gZX|N%jtoW@o<4)ya#iXuulTqwTsTM-!<cD
zJ~th4c1mc3+<ZZjR`N%+!1eHa`=Y`Vs8v$7;3t`yk@P%(`~Y&_f~X3Fhx88spBZ|l
zEU;YKx*EKK(zRx$o#(~@@8V(CHEH8YL)m>#$~g-n-_S`((nSn{f{udA6`SG#=(g$2
z)PdOzt#m2J*%1?mp9f#Kpmig!{_aS$>LZg8qjBs;Hd+tKB@$+oE)r8pn(zBRB`Lo!
zaC)o#Aj<-`Ob$Cu^i!!kook_CYng4n^7Y@Px*<Qa5Iip19?=<MrP>!?_EW6bPd&sA
zItqRHeztb4^_-ait|rk=WN+!q^tTv~39QQ^^)`PKT5DV2*8~&inEa!!^t_A26Udg^
zbarNc@z1`?sDW=*vNX-JZTTz3Nj0};;9csX`71uoBx1JyDA&obh=%5j=KH<51F_VL
zOfe}8aVNp}4AtUeI=Yns-oQ};UfDIC%)?VSq#Jp+#DuO-<~m6S<Bmu?I{x{}E|eDa
zqA&IYf#1eeY)_2H<^37D59O!ChEGZ6u%cmTZ}_wTIcInuxpIw$>nCKUu;N-lj(4d#
z|E9_hLeDO`U99ANYqbEa#qSdfraqT5Gm-_z3P<*MFySi+>)v@h#PSpLi?eFQ`<JqF
zQR$3sUcv?d``MvICx2>9oV<f{mBiD#FFCNcjQE35z`Kw<x*8quNPgf2EZFv&#fQ{|
z4WL5W&^BO{w(v{=$E{k$EE<XjRqUCfB>}%_7Vp}f-f)zhVvWVjw2K@HHeJ7WULS1L
zYOhVPAfe|eO5+sz)!i3pc(q8dGg)3yXq9OXUvaPukMV6T<hb%kNiKJN5PH~~G24>J
z$Zi7vuZ19zPJLZP2cw^Y-ajUaWd84)rN2L)cDpIlXe6)0P;v5Br*qljYm3yKZdfSx
z@um~gB519Os#&b&R6I@G_@fHH>9aB)FC`=du%KzOgW<mlfBl+AfvNw6_D^w;&STDA
z4?ufFs2e1;f!c%Qg&2A<4S;s%ACKzhxiX0}*B8zBqSL2V_QBES^!T+PX#-Kj_~xAN
zd;o_D2Q(72OY-lAdfM)8eYlsfqna<9>P4l-6C}0qvxWuj4)bdY(yp#4OwAZ#kZa9u
zaAo@R2zO{(e<9pL_9{lG9iGZ1p$WX=QV#%M*{Ywvciyyuc1h!GlTW{h`NAU~HN-;X
zjM%cA-8+Ve7@M4G*5GiY*Jdxa+6$AA09WGy9bH@>?k(&%AMdH7Em{v?Qqn*=k-g@u
z?!0Lf=@JM;7A(ZyFpZXG6=@pm4u+{nh*`4AxW#Zx-p&0Xy~QOU2_Skrs*e>oiIw6I
zy~GWD8(z>p_oViZi!Jr=Pn#~Khj+0mzJgVgRQLx0F>($bBR$#sSkY_6vPg^0at8=V
zjP*bJ5pV<LQJRy2oz+X@E9WTLpt-H^S)+Dt?#)&{Ifk`YfkbKNDOBGnk#8mp>yyu-
z=FI<lqZbmZA^kl*cl$qUMu_qvo)#ZB`S=1y-d3=4luEF(lY$mV(bs$0a@np3xbIcI
z=#ZI+gFRqT)$yQQ<dwyjRdWrcuX+!Dk(>ObtF&JQeR<w3gEO1Hso{-B_*265MQ7qe
zbVAeVy0c36J$Ek3*At!lOO4buKaluuhRCy!=^$=%|AyjTuUYTIk0Nt&-obOhTS%U#
z2BD}c2v&9Jb~v%e&ni9fo6l~$9e#iypAljAXiceB?#(QO^(sD(KK-*DbJ){^P&yUI
zFg<f+lf-VRYHk_jY~wT){<P1OtqmYuoFu&t2X<ySPk8PknizAPmgIxZkZWHM3v4dD
zP^c?J2vPTeGMh<zz>FK6>9_*nWu|ANTanUN(!M?&H1#%nf-Fcel=EmsJyF(d1==DW
zDa!c=;}!@1qYt|(q}yDLWhF+`BdH=DeSAiBEg(e&tfgMwxeR5uw1tAC<;-FtVWs!h
zT?n5fyBQ-fyW>=TiqMwO>-UPJ1eD^epK9=6p`aNFJyEaxH<66-14_dBAUHAHlIs*y
z&9@E`WG&lsF5pA)6Kn<LWW|I}kp;$x&Ri9+NAFS^iIH>osCA!-*1oC+<<{v9Hwk0n
zBRGFlFvMvMcMYcoIii%Pav8H%FXWtNrsJI4iV9Xq%LpWQx7S#<(M$C9cRQv4wY%_k
zbzO^>@6b-YVM^#27qZvC32!Wj5xw1doGy+1{M2E@3uz#uUa@WAIFq}$OS&PQdv7#4
z&v-`$#|>7@@iJ5H%3gE8P5C8_rzka<$`CE?4(;Nh=6uplw-S&aa7C3}hgGt=%oc2w
zNYUaG?tqKN4co*UaEcsZ1}$s)QOV$;2|G9cbF@k7hMrO4#*=@fG|9Wr4VNlD!>vq^
zTZ(spSxxMkEX>5wyN+B}L$nb=xl0JE$CNWfGV;+3W{kk%)E^VV5j9avE^y<Uo+dqB
zNBrn_{+BmgsP<43{)WeYe702ilSvT~wI~F}qh`N{u~WUYVvrj_RBOup90%5wC=d3P
z7Hv5&hra{^O@RfF>^X;5>yZ!(oy&kwVLe=JKg#CBXvO5B+L3Uj6cpqHp{m1l!S|m=
z*};K7Uro3UpFC0dql_~`9Ziya2J>345<8}KG+Z2`L5k%3iOXKJ<t+DzojXhB<tu&h
zzz(uTbOI4AHK=uq*iloJA^@le_%<KKQ~_8^Y~UH+8D>nG1Zhj%PUQ~SWrZ(l*{d?i
zaKnWQ`YL?nt4R+7m+*q8s3;6@U5XVMR{M^&j5+b7@VI;lVLMv6T&Ejb9V;qwopVa3
zo6^z%)hr2Ok*uAfDEEdcHJ_PQQXgh=puGOfEkRIHhZ#O7eae(02`62(JF$8=e=<Hb
z0T2~-S^G2((;dF-Q5oJXrO$E6bVsIU!Pa#E`6UFQTWl*RG*F=h&B(~GR})SqOS65S
zDjxD;n@IOw++>qdAa*lYkl`kgGYVo~?_D!0VkJB5v51xp(WDlvt{u|0%CBjp;Ie}<
zno`_h$`>kDWgpiNg`B*HQ!_4b*$N`nWXf*|;8Hf3Il&HazF;k?80!D#8p=i+@n2uG
zBK1Alif>-&5qAR`{nJubh3un{Wy(EBI-Au@NkBS!_i9N02N6+#0_jmY87cx4ZS*Wr
z%*dUAlgES?y80-$asnY9@kL@AEwq}q>ha3#!2?1|cWcz=??psUEww6=`S2rI_WA={
z=MHvltYjT3S~AE9n+K>KL}DG(Q>&`QbKTTZTCg;Q?;qvb<ookJpQg}tN9h&!`A0_n
zF|7+vv^{DT^xCPVCYX;X3qx+AKg=mq;9Bu-^~Rur%7~0EC75fF(=E%_OdPk2A+;jZ
zycdpWN&lP&zl6=DJGm8`cq(N+cskj9s;t3?e`dNJ*2K(}oQlxKnSzodt4}7x%D*T3
zP_}~Ewu#+H7`20M4qXa79%JBNl&+ef<j~l`d>E{lSvGfdf-F5oG8qQvLd9b~3@V%I
zrd%K1WvDK)fafmsTux9QJq9i{vlPzaN3v)tTb8iHJSE>*E)9?nPN6ZM85iqm2{&Fl
z3ZRy$rDTxhXm!|Qldc03T5$`2r>)?y7`D1DJ_90^(zsP4C^S@YXz0+S!e{#b^YYdd
zDzJ|j!xg<N2@6d)BKN*$<W)l4s68%ZihELXf;`!#7_H-zxQ2KIvHhd~{tRJr%7ypb
zV&t=!ZMQb`4ESO&)t}n9rmAFX=w*e9pmN!V1!VJq`!9#R!ppSI68+dm_foOfvnpD4
z*@z1F1f@O<q=kc;P#d6N(<hE~oM_ISJYytaULGkZ?JU>ul=fe?OW)IHK--`HTJTQ2
zW<-rVhjONS!y#Jtt{@dj_)Hcm)7b=8e#m$0n`ptTga^?a_F5zW7;rKYqlY@|)`$FW
zN^dBx{B+=pFQUxk`JF3?e+PK8O~hABNz|BaF06TM{p0ZpNocb>zP&p6h}_?ozwk|I
zci_-6lEVFB`}JGDhXkQxAlV}av=l){T)jeuNhTJWX#I@910S-*SN0rRzs7$+8%eYs
zb0H^RuhK?6^)7sesEoyzbeWvlvXXxmy?1k!c<L!Gp|s>64cCl*)_T8<<FrK<V04}G
z^_u*Jwl-Nu$>!Re;yOdv1+fwbRO)yT!j;B6(}Rg8+`qw4sZ39;Su|=TKjh+)tZ)KV
zL`K)h2&TuZwoOQWIHm*t=Er*1L`N)Q@0Sa$p1La)K!s^Tf4EZ$x_g=pXdg1CN9VZ`
ztJamgH-Ds~6@X%JaNGs3)iFY=4Nq4-cUDU=B$T)Pn5xY_M7X2L;11IO3G?@qFhE~B
z{N=)I*(gt;)!YTjU+(8rZ6dQ-#0*Cgi;@yBDD*m@neBTNXl>+VF7d8Oj@Zc>KNb#}
zEBO4-J|J38mUUY32dtX={-3wFNeY-0E7owzjH!o!hfCr~RG-3ayie06a+|APJF8T$
zf+ILIX|j?-?QfjfBJyhIlSETqea0=`GnmY%_Qiv19udFbktUkzluF0FyD{i?OEEo%
zFlox#iAmEnowqMGD*_D@$(p#OB^rhHjo;IV=E31YsMNn#JW~U(!LG<K7XXuxTMWv_
zunD}IgU-=iWN#>I)49<#xi99ct2K`|4l@w#^TuOW?^xqw?#yDvz^#$X&#QFZHv&m@
z?!?7P8Mu>#pYM2DvvaSg3<FZTWb1P)sR#|X&XAKRHJW1}v-5JEZfVszgUmx1-xMRa
z(bnRRI;5<)9eR<gUZtD5TH_f+jmSo1Zs2^Evx%|J-thiAqPYjIiM$+`I^B?cni@}4
zR{G@v{mc_GfDUtGLyY*#z<*B>Q6YNmz*znkJ;=jJ=NzY_81ely&O$8Dw&E{)&k}V-
z20{?Ld9_)KyDz?Gqgd(HhIRq*8rItcY=Pn>BQ87a=!^X8nUk`Rg^@W7EykVL#Z#`&
zL)*4qlF~$-mk{lDOsq3!;#jV&nCE`viRpzL)YN#~hxp4pHK9Eo6*rs^RKTIzxsB~n
zygK%>2WxpR^XDSF0Fh#<e}1$JU^O(#jtR!=s_@T|!R6$rYCImo<jhkH&Xn1<kTs71
zIdBbDiUoWP+!17Q?}`llT~&J8X!Ahb^0l;3Gz9Jn#WrT2;w)n2u2$U#)}pFPF}OyA
zjrBT2ni_}0NAfS>Bl{i^v!^;%C@irf4q=?Mw?S6WVLelCUQ|4CK5QWy=p__3KU?Vv
zjZ2fv=C0j9qo0xd9;ld0CCo7rRA=ddPURVd3yN^5PPcNgy4pHFb&&vk)8^!2E2$K0
z4v<sW`;tcS!?d)e*}!zGuq3RT?=wWuI#pXsvRFXbOoY~QlAtEGF5_uQFkfHALz{}L
zPJV3AFU_=L5?hkVqDaOVw{*2!R8`4_4Yf^MBmm5q%`qfyoY2s?yCS{ezG4Omb0$9u
zJMc_hyLuuKEX5}{AOsldUl*N^^&I^5p}p2pkwH{)4PGm<#fL86kLmp<_#*dfFX7T6
z+s34a<EcG2Rt=WSCfv$~A3WqD=b<=r)xcKNGxfgL`*bl=o*VuF93o{5v(1WapK@LF
z)K6&`f(#NZ<p1%&O4VN8p!*c3ZtJFYdWEel`NMuXtdnG1%&S`^emI@lQ`-wPtb3G=
zCYFKS5bs&2q4CG_^oFry5mH>4Z7bQHG<kGa1=lIgFvGR2=<H+N>dn*o4W%s3YQjIq
z+fd?{Cp7v0s{<<_>!fu&T>Mzt7ZtIzb)<){;)04eL0?7XpJmt{@Y3xkRI^*Y2XeK7
z0>&HHwHB!L-a%}B`ulRSBL7G_dUv~4Y46{=<ny>DLVu3&bl_=;9*M`IG#^pe>N{-r
zx|E2^Ej-gdk80t{?dAeO??e@qOj+^H!NQ49xWq4U<nBwUYY1E&C5-fTItQn<zU*aW
z&qMrA$eU8KLs7_GjFoS*;!{BTf$pnMPQ#^GRSjv2c<dDNF&pIkZegP}8lyi%a%MFv
zM&X+7Z3M#yq_m8msPyHDU-1M?tIyPPvN2Z9Ms~YQw`#R4JdOMLrrtryU6Zd<PyLmK
z-IR{g$|o7&$Mxrz!V0*fplq2v<3oqsoYy;>=%70o3|aVc?1<bek0OSyyKrHO3SXTJ
zZF3845)+vecKkUJ#=<pC$-PCg9lmUEmpxIg<?)q+uPs#%-2~{$BT5pYv(npBRNJbw
z1&S0DN*8S-Vm)({`eq=FVL;(AGPp|?F%NeFj%_eDh;Z#)(|9R$HE15BU}oZU4)y3y
zlX^cEIWis}8CC3&Z038Fk1fk~B|#_C-33Eaz1dL7JP6rS3T{x4>Bs(R-eqnm=?EuF
zC~gTCOg|hsK1`%4r4fv}jkeVX=(m&SM;D+@k7xvxE?Ul;$s*0WHWsCGwjavzm`H{&
zGL5pEwx{lJQ{AVcj^j(4+Qp*r`9`u{a^4V7pCvOj?<h#Z9u|^yESuV574WM@+tXA{
z>J?;3)bZ$?6Q#h$@li~sXE{@+SDB_)RK228J{$MLt7)bu`@yPgZTnG5%LK=us{0R}
z@Sqe-lPa^`OPj8~5fObyuj8=c2wZ9VGoP1o2ODt-Gru-r*N8y$xlnL)_&8TeJnPi^
zHa4S&+>RXFoDzY=HG<b*?o~P<irC|`NCIWmD)rENO(cv{wwC$OL@!=i@89x@`Jm##
z!?pUE`O2LQ=m+!sE)^xlGq&wVL`i0oWDgY+Zb65k{pwxj?&v#O_!D_YShB6XQJF*g
z5lTx>C0IK6N9UabSClL4pLu8!n9N?=c4Mb2l*XdY2Ha1s?Lx!g`F7Qdm4yk2a2Wm~
z>@cuu-Kk)F{2JENUhQ>+O;$4Cm7p5m{t>BJk>juCs!C^rAFulEdTWOj)A8L5{80;D
z5Cd7#u-505IKJ(KW{K0(nBC!`9$IgK9RNFyLSL#6^q490hlZom5gtmIB;Mg)T(lQu
zY!3^G3B{kiS1@lVdIGsRs0rP$xLc6;wL`l;9=T?#6g(vkmb_;jec(=;t20zV4>B^X
z(}uL^3bj!0*r<>0)Y`D`l%j5$(<ytg*DDlMc+-Koqi4F+CZY?Gu%FSz0na3HsF?lB
zs%$|!K(62yBcJ>G)J+<H6U`4}*aK$0VXOG>+sVy)-Y(EATkz3cN<e#GWgSs%D@LA=
zgJPMka1H0_jHXZiT@768jMuoEFJwL(p!FutFGYAn3k8fqx9(qb!e70*fj<h(koa+K
zTu%W4=i!9^N*zC)Rc(tRBmr%?4sH|OynM~J;^msSTl$V{QU2Dp+~;Swi%!J5lX@eK
zPVpgf5jm=3$r4=&WEroN#fJcpr=aXdz}HNWTL*UMc5Gn6mu|#Ek|E58JM^8Y^P`KS
zt!*M_Kv%xKT1CA+zH|xx3MkMg^x!x38Q~0DO%u+0?$x7Le;?n*qi(}DueEm@zIZ5(
z+?i_4Bp#Ey2euuJSj;4*5<;{YrxM%=q$jPxnCaLGoJrGj=vGdSa_XON*@T(*BOVm-
zLQegT3;b}dp<Q6RY}fcp@0D*O3-H~IfpN`Z#Z<R)@O@qji0jJ=gT>uIc-Z647}d7l
z;1|9`SjAr#HOnS>#Nahl>a)G<SWD}O3p%`xv!}_6%PsVj%mYl+MO$#I8Tu~qWQj2;
zdL_24fr@PkWy(*|b4vd7*i^@@JU<1G*yIcocP~{7eR&A+a4(?0qap%m5l-UBq)+=z
z5(x!!Xs!{RA@_K5lld@dCawstK4|>kA!b*SB>7>@;1mb!*pudoO6D);5ju2x^;$69
z^?F1LPw+7gsSuRpA4a|YNd6LZm&a6h4U8+cvmsnC0%5JCt*Ilrb6Z>)i%=wHP*-kW
z(r(gB8QQF?R5lapxL<IbDCtuOlL)*A#L?|OTDRVL-QC`8A?y8<EbS8j){46w)kAO8
z46aXr)s!=5$vnFq3(2{vO-AoB!AG}}i093KG6}^cY0gt#*{Iy3RQ)l<y;it)h2mah
z64ui%R^E>2fbT1tBk#5r9-ZfLrEIw3y)!KzF4i%y4N!!zq}!gF%5J>vcw%6amF`I1
zyA9AS3ysQD2<?IxFV0l2j})W923d3w?;JNwJT}0*FRR_LJmWF>UfgMJx^2Ko%{I~C
zrI96IBZ)|;i1$RCEV9KKf2Z7{SMc&`&3gTzZy)>_7o;CPMXI(*9{}3muu?sX;h%Xf
z0A45hwqU44<qP?+tvk6L*$NE#!o@r7bc$XTvSRO{a`VrP_(%6IKj9CV1~o_JPo8wX
zNR-HX{=^09zI4Ejwp$ly>MFR?_7f_74aJ-pNi?8pI~8hfUPWIh=;bUz7N|~yH(X$)
z9xA<+Ixh`#onCFL99sJ`*?Ex{!+2P?R>t@JQ_pqA5%Q7-%$~0t3ge|dh737}mog9>
z7Pr36ab*XK8x;m;X2MQ=CG*Ww)kV{>6z*3qsJ4la*@4I7aM0pB-viohwBlu14k<$$
z3q`hy+s@!Ngbc~coEW`y+(4bD<_zep9jQsVLnXhuHBeo$d4=9T-elh7R~Gw%cA20u
ztmMmhcq+lV)%wgfG)emWn>UI?XgsD~|0TOi*$hFDtunjT8Gl#Rkg1d3)(5L11wOcr
zRekq=1AG4(N=~ifH!gdH@Xx%b!^uo*e;qQLPqu;lUIoJBojvNfav}x=^hq4b9lXs#
zB2dZi)2N6Tk-AAnj(699t>7T_`$x@gi&RXE{8@A{?{Kt5W}mVd6zuJhDw7U~yGd=J
z;+L{E0#0u=-GrV|W!g9|Q`4=azoet5%(ok?nVbnSk67UiLS$fg*QAk0iUeOC2d-$m
zCjT$D&4b8?-(8D55=ca@;&=OxO_*ulfbF%^?pJETV@V)W@r!HRfMxxdDjGP1>W=u>
zJm*<!*4(~#;q^;1g<=0&e!XVdFzcVDOc|X&WBJ+x$As1=d)F*HrF-lte^w*Ux6%F7
z8pEg727l~vzchEGlv4h4Pe;$Cq1t8+B_XBLpP&Hcl;`?{Qt6z!Ib9Yl;~R6oEwA4n
z(!}+M@y*^W%F8~eYLj=02r0#{;y1e_pJ(vT3>izkOZo20RfF$Fy`Rw(M^lS1?M2Ae
z9{+6$C5Z<*Btfp$R21}YYFOI0^*Ddz5swn7qpOu<w#(Q36CNC^hrVz)YSKS+`h9dv
zReTVZL1mz1j<qKLb%o;Kl8>K1BBq7+6yp&#Z<wa!(Ckc(2l<I+k}uv@oPp0*z#j)8
zmFVA}%>YP{7>wiFueKZCKBaZVxal%lntl0|l$)uGmg7ajH9q~`o-6&`)li9#{sv!f
zq|Q%Eo;y_WP2tNM|E{MT$gI*|BIoe$nW_J~YMU<x9f9_VgT1`MS{ehb?#p{B_E#%E
zDjAR_<wJ*to7!g13-#~6{Ovq~a;b?uqxeLC?{BGH`^+6p<Uap|2OFnj1%6TtHWCAl
z4?2q0iJyPYlklQ^%vG^R|NJo1Cg0lX>mSb_vHm=QJ!AvPAOG{o`~j)epO+wV`Hq1)
zk1qbZHFwXD^^Z`xiFGTKM!p_+i+iSU=#W<nPjk=A06))vjo6q54pmeD&Zp_n17E%?
zU3q1z=F!#}O<04~`0vN7&!vejnMc2#SE=yhpkn1NLm?83gr{Nk-*b2RHd#IvqWYie
zf>mn5;a~sUH0kTn;Y$jXA2ml{y5IymPN<A=`<KWvrwV{@vPfA-LunmlmU$g{sb79-
z`S5|6f`Kf+AucS7{QjaNV{P>HuPS-h6W0evsY*#~Wl51(q@U|R>I1&~7M<nH*~XKq
z4$YI*MMp57BZp!{+M73iqnY`Q!zBZPJfzDMkH?9$Gc&$TbwZbwRO8dZukVhfh93I*
z-aa1>b%_$5!E++Rt+nTOv=K{?{P_0@HTf!spi#=85dHlG{{TSQ0pgrj{LZIx&t}Rj
ztoSM`71I@-eqkkzx)S;Avs3a{vpj8y67pjAV5Ro_-F!-%z^NLyQeQ`%d8~1mWWZY-
zCJkcLym{p-8DPSG{eZKVT66I(k8SOt+KMSZ+&NvzxK@pM-L6pdaGQ{EEVl>7|8<Q|
z@v72wx5Gq++iMeotOKSIkxhOgCg1@*DmGHP_WvA&v$2;ysRVo9+WGDLq{~NY@+TcS
zOlc9VX28&deAj;|mpyJRjoN%dpAVgce=Pd^YNzh?%tnQul)O8W<$Tit=D$mOb;|$^
zh?A%{b2=p>@^w2Vef#`~plW*5k;rd%1pT5~eE9jlpU8YJkZN3NSKfmox~HM}6+8Bf
zsxfp)@_ziB*MI!3c>jxS?S1#CC@j(WUt2JwPp`OV?q6ktkmp!_i*@r*_x@ujO;x~b
z%^bONvXb!{eOa>X^IO2n4!hpj6kWNxZoql<qUFkk?;_s^|I2Sitl29y=s2P(T?u`&
zVpsIV)p1pqxuBS@1pic%$q8qlPra_O<%oVJ;VL=8+7g3G)6eFr;v=s06@nm4bPf3g
z)_K~e5)1DK9$$Bg+HfL&i8Kl<pyH1|J3qW-D5t(mmz8Gsi{Q@I%R6mU{9E7B09msI
zGw92hg$_*lWs;J6(ia=l(0m}d!w|vyQ?Nsvr@mlC+5u=)t?<v12QuSH=2rIW=bDt?
zEh+8*=^P9D#>+S8=Bs!=Fv0qOrDi(q*sGKM#+J!B@Ks}wrk>>z#Z@lq-o?S6Z>k+U
z;pyx-p-;b3^Q@aFPBl<5zFj!j*%;?#B}7qn{lA2Cygq{`R13FO7G5y8;8C<{fbhf6
z<7dtUcIR-NUab9I?JNt~>-?_o^uJ6`G}xXA)9qOAw&?zbj-|mK4UG{GYldsx@;@eB
z*_o<ZEIC8BD;zxJ{-;aYqZ7wx-?=#0*<t4^)rvn?;9KS?TzBu+la!Fbt+Z;Tc#`=+
z?$Tq>VJrSzt;yg0(JH|D8!Zmb^kDDbmui^VC<~{72l>f@J7=W#+J0qwwaQON@zWcx
zie~2gzOyHEgs9wdLtI?Rhl~~Fmjpq~Z`#?@$rS4Bzf6JhS%Hdm(}_S(<F7@u)h{@C
zt(&j^peSU03omqRvh;pfAsDZ4ZILH7j~|b&=-!W>ly0mV!iVmg`Nrda0%=sJklCn5
z^k4GZj6%eXy68Q!aJs>O3Y@#lib7o_;|5JZ^Ym}`%nG&+(ASnM|MwPJ$++?1w?pmo
zeu=td^+z}9F`TLj$KXD`?1&Zr)J1nDSK*Z*A6mk4S3}sh`q!g6-PxA=)Oi>x!qGdH
zD|<^?u6{jRCAE)g<Gnl@nm-s(eqaz1HIUW+Q+4ElQ04!JuodalrEK+(Qbb6^R@?EM
z9R{T`mDms>rpYl=?PfdGn=o>1TTu_0NMgj4-RecOl`DqYCQ6K&%B;rm`@9+a#`}{u
z-}n7~zMuQdZ}O<E9cIkzzdfLdWSFf1cXvh-M3De9mYaq8*R2|Xs@Gvn!)^G{nSPJd
z<vPJENJ;r%ZdM_t(V{A;olwu|8w6aHKCJT5qVb?gjty+)X@vAMR(4~IMbJkSas?GH
zBD!^NEgE$MIp19w`bKJI+CYr^KW`h$J;;J&+W)@=1sy9%wTtwJjUg&q!8OO#jRWS~
zWJO*X+4*l@?xIbk;Eb)iDt$YM*cbo4m~5swcRMX9VdP`bs_ug5zN4AugajCG4~KJq
zFK#vLO`lwKw+pwUvfAa3*9<qu{Nq|xce^8`;J(g;iVQQC2?=bQPerssd5DO5&8(Fw
zI$&KH6aLy_GV%g?(Qpl6S9%SG<dl(J6-zI|NJoL*e;3CHmIJ%UB*6`9B=)A&Q#o_;
zrwyEatH_v(bXUDaDrPPKfgAq_%UvZq4Y-_EpA5N?NxfK=>u=b&U87B)!<S8m)D`N3
zR{F53gM6aow_(yZ^C3Diq0#b~@P8M;u0Vt4g7cz^bDRhmQP8<MmA35mh4=NS4MAAX
z?0|i;$bBYvO1)E<+c166gPRwS`lKM$D~a4So=yNrw_fANyGhgyxC=CCwXWuh?aPx#
z=5X|`jtLiy7sjMQeiOCqh4_2B(>pJSei~V?ZPijT-P~+L=WX^4Dgbar2NR?+ooPE=
zhvCk3p+!K$2HG*3FT2OG_sd@bM>?GO@r2KlhGA+}Il(diidNNyR)bzbORyYdai%LH
zBV9DnfNR0XCcK{vZ44>6M)W}2a`>};hd2U2_86ey(VfJ$`T8&MO766xUgc`j3U@*d
z#(ljb8Dj*usr72(IH`-&!rPuuRcS-ZRh`*jP)ul5CBML<H)_zgFHz!)E(6duX9K6%
zaaCIthTW_aI#6X8@+TAGVM|E{bW+m@Z+j+g3E4Ub%_{^8L5;|4lo>#Wqw^wpAf0+!
z@G@%mnWkj7Zop4JN`<*fFKvQUg%Qd3;syZ?+a@@gW$myV=Uiw23E^5cz}Bp!yWccn
zH#2_>fBzWu>=IwOrue$N?sK|}Bn?e+KW_8&p1ABuTc0L`yElWL>C9)q6_gyt+eg;l
z+FraY*gy6jcpYB>PkkX4PBwc4=vp*Fi<v+~Fz(vX>`}{76|=6yXx}krB9MKraLqV<
zgW_YSs%~T$6#D@=s}F4<CyjVzKw5KlxN5h(oFu&0$YMds2_^Zs>SclFnURes)#66+
z)HR1g2tGOr`sbQ}`1ZTcH=tKTb^`?VhTm9E6RsqWU!+$T|1y;eAxVJ=bdS%d6r@Jc
zXgj@zk!eO?Z~ynfO~-7cr%~wJ$5n?HUw#yS`z$<eBKQ)9A0Ngi_M7w!k-529drLuS
zg(~+5yq5z!Z&Gs+@qZ=_5eQZ?oSKKUKr~@75b3th*HDMVqw1gX3CYekLwn;rAp+u2
zQ_o}Sp+Dm_l}Ob%;CzNAEW7HI1iH!&l>A6M>HcT<Wk({wnEZ(EaM#uqq$Ei_5sUkW
zCvXiy&a>5T`QVDUD)nx5+h#0yp4#{a;&EJKr;qirOg*|_cfsx3^9NVaz7?YNn=h(|
zI^qr=#CcT8n*3Ru1@i|*ry+;txcaBF;<6sczUg56$)Ro;g2NYf;ziJE_Uh34?1Wo=
z_I*tN`+s>ws(ut#2y99Ht4K9}VUMds9$%#1r2k!NLfV`2eysD)FH+?i1F)Pwh<yxg
z+{fxZUPW{uBjjFbQa%`KYT)%_hFA=mTh%OpgzmlVs=8I<vpX)0FpoCK2Qy+GoovFb
z--uLEfj-@Pi^+rLyq_XBLOZ0A^HYa5$lFf@KrWSAK4+H6`L{59O@por7;2HlcXO6_
z7<id^x=K2T?a<^%@mRqiu^luG-70UsY|KpdHsB^zlH-~tmmoAb=sWZh`|MU){KhbA
z1FxU*faGWZ+&oVeul@?Z{qIcEZW0xo9qV@LR_(`nK8kBbVB4Mx_4H&G9&|-xe4C~)
z=32slX`!_`WzL&b?pmNS{+ARqB%5%e3a8{xdvI^ew<5^U`1@-B^lAsqw<^DWUs#Hz
z$t5QvCIb|PVOmM8mB>DHZ`=~VW7qA=&sODb0|-}jh<%Khd6P}9Lz__;{j7LGCzv{i
z?Vahhsr#ciQH2ZEg&-&D<QNkk1YOsTAooe)$R=FV_`Yh?jWL28P$2w-M$m0kL$?7&
zF&GYC1MfZ2@$mEh_a=Arje5CSiWj#t^4uim243_gLnbgWs`-}u(S_--38J0JrSTI^
zcf1qElqlYByC29&HBlSi`7hP$a{BN^u-6sz#r8&VcC69XZGa(R5NX!|@=2~2ZZKl<
zC!5?2M43)th73dC^q$@riM2s-;w+Q9j7aGPbL0zn>bTQQ6Ob@IsyWQ51ggySxb0)4
zXRDykYkPU@y>WsLeJdxY?14e(#Cu6p60mmeOJUxy($8jk&@|D{11r$D2x)|eZ1Chg
zV>8I@KgyIukNr_zB55&<x?D(vO1XP$R`n;<v1}$-b5)!o!``!6=W{uwxkL|@{!Tq?
z=2lw0tK<&V0t`mlrR+o6P6E|fm&h*uSG{9J#c#MC=)}WFBY<H#(B2>S^|YiuC$`_F
zK~D#n8ZK4$#<%*i$?zCl>RB7SMX@+U-HCvD=Z9TU*Htha+E+Mh&|9e2ukl$aq9u-k
z!D0`b;ZYko@_u$=t2EXh56o5>Y|j<;FP_O}f*YagO1l%{f3Ok_xxT2pdq|X-g)10O
zv!nKk)6;?M7Ob_Viw{ZbIng`Dt~kv%V5ScvS=Ary2E}n&p}HBJVn}4GS^xyPYYwWC
zT2YbRF?JYz%%EIWfW~i9t$x!u8Tk^hzyJHUMMyTQ!DLD9-)hynv75Q}sTHk}((GZp
zq+g=dLJ|A=u`A+242nG%I&;{shPab|@WHrn=@a7nh^o)^pheW9gO|soW*=W4-=so0
zD%u*GaJ_kIsUN!sA!^n{6`4?v;Pwpy)-~uk5E>j?22(Z#%@TFQtf)kG8?D)_S`9W>
z%TAg#RiH#Y?ERZ*)-a|wxin8Z^~D#y%pJf+ktZL@{kChY@U%7T{fV|yo-aqeUk4){
z7L#%2Oo!Pkvi9PoYv5LZ35DnK-8M>84PM)IT@vl3MYtGKFT>-tm=^I3)vpo71ify)
z_Xj^dNrlS*LY;qjHw;~8e}TkQ9a^pZ$R)m#$ZGYgMg4)Vo9Cp6dd-p36z)d}W6qe0
zU#rsawPz{UGW9?OV2>+|3|sY*{pH*9cXOr+nt`}={~phQ!RV=ZtK<!AscshXC;LEe
z{|B8%cjqj9JQhn|pvI#zGk<$Vk>G{Np+}b{kuKu(!~VXUOYfxDbX@X_W`!Qz^-{Qj
zL`*0#cA+l{pR$iV{x;*x@Fu(rpr`?Jb(E;iWUm84F*)<Ddr$PW$-K?~f8`*&Lhfo2
zmg6d3RL<(3K(|wT*=P5NhTPYJQ;@Xn61fHUhYwLw;_@MB2wu8zY{M@jTMAnCHnPFQ
zG&IVV_dD!--Jwks_|8T?eB3{77<jxJppQc;dge-dvb+*8p=8OML(*>C&Sz``8fDab
z2pUxn17vn!Z%iB2Y{#lLyhOGTwh!{bgn;~r?Hcg1uX$K`=CI`1ah@nyZ)jcAeOV(2
z-}_e8jeZpFeEbc5{OR~lN1q=2fM%G54S6JA_nDOE^^vfRw!@$U0i>@}`;836eJYWZ
zASu;-fA$EnHZCd8i2lW}+f*&3?J;T!5TbII9(0JOaO`Mf8%+57!Z@-e!y@{%R%Q1B
zmI=A8mi<)nQfv?IybG|A)8Ygy_D8j##56qmIw77vd_-DAJM?1AKRt`L4XO~{0WLv=
z!Rr@c%y#_IVwIEwO=x!xAsd!aJP4MSL6ccusK+f>b(s&<abAbO1<Z-dHhqkEfBp7X
zAT-b$hP6pLal{L+|9h_XoxfN{%s4HCRC0q{>e0+iL3_{m7&q)0OcasAuJJ?sgl*$V
zbHdVb5f&iO<!@uKj$9hlqzE5a+ujK&#`<?n9S+^ICg=1A+}DkYz%?VJD~D+b?4$!}
zqIcMUhjzoBxI@x8nf<J*6c>;GRi)weK};)bcV)i|&H&S7c$-xj@1)0DCqZSz*pIm0
zLNx&xv`A%%?2~g@!HkA5DEYZSl<<b{`O6g|(n<0LWo%aS_-ip==53AyL8e8hhns8I
z87<!Y;8amKq*V^@$IpibVg7Kc?P<>Mdo3CltArZD^8U{$sya29x94V}XgsYjZ+Lkq
zs=S#78rjX88ado7xnxUCfZ8mZdn-ukKBykW?7^ZRwj1a@?zOp`=#?BP>uAE~;}mkd
zrt$!)Gx^XEaial!-Oh!ijOb7qIqSK1Qf6xg$QSy$RV92kD91}ptjqJsQ{{b+d;0vj
ziTxijE6Cjbj{B#g9Pz9}MW$<pm_w#JZHWPMi(&U?)x{t83hxc(^vB;(s51g)lrJ7(
zE;uD?NAvQCu3=Q<+E;eB5BQ&H+HILr>6<i0zyw`=g^sYl3)Nh#lKpQB1_6G)JT($N
zLX{Nl!R*sTWdQ=>Fveg(eb*P@vY`V524vnoHtirs-ui#|eO^yuYkB_~!|ry~#oa|1
zloJVhfw`^F7sf!BGg#lR8}+$P^bhaG%a#^V0J754UCra^-Vzx!X06Tu$f`$e#oa1F
zeV&im@1W^G14{V=Wsu*SQ2nQ(es6k2^iuNUKIAT4N%PxZr!Tq*-EvWHS?#a1Z^zJh
zupWoOoCBq>E6H%&ZjH7V4RrTB{-A#%Yx0mq*YJa|KUWR{F${n4qD>zbH1uyK<)*R$
z;0r&PCVx9<E7%D3-$Oksi`e5b$#LOL3^Mkg$FAF58)HhQmB?fxpUWXi_TW;3;`~{>
z4rns>L>SYVGx#$!oS+Oi-h~p`T~x<Y^~BvU+>}<Edu`}Sy=-WOEZh|M+j{1Ic2N96
ziOhyE!v1s4WyfcF#Y}gV+$WCQ9!5>?o5b7%(OPUNbjSI8UmTmFg{1hA&}U%n1aSH>
zk2LUua2RRYm}jE(r47|QBt1F2zo1LRt7Rk$T2;+5t2&9@Y!N!7C1pTQPD;5_vD(ZS
zG$A<&?8{=H6k1`@@CRpy^v2ZHJcRAZ+L^P8)Xo6+<uRcs)^aBOdJG3TqxW!zZtL~2
zCFSMc6VQ5^+KKNOXibs|{fh~-eW5=F3ut+~&e3`&$-Dpj=FK>;6MtmD3}(ov#uC)?
z8nQ)=Ne8OMcikz$rYxi4-HbtLY5!jo^v;;8SZ!snEIBEV!f?k`(v7uv(D;vsq$}^f
zM0P#IMUn~^w*BxMyK?}+FwpMXc*zyBo0Ig%F`kGP{MPe1TPyJ2Pbi~H+&!%4nUoME
zVK~F6n3%;gjJ+i45XSs#Hy|3mF!jXp88LrM=K0-(Ui{e|ro$+#yNxEaBv~M#>z=n(
zeY`t|jzVn}utb}C_xqi7PMW$(7_rxOyR0%Ij|yX`W-HVq`13k(fa;`nrIu~^?UXq7
zlilDL%D4xavn=jupH8#sMNt#h^EF#Lup=BBAowh*7@T^{x(Na=g_=U@mtWBO_u{v0
zy+-@N-I<>-2JybhXJv>G1Nu|p3KEhJ>W1(8OAY~fsa`<%v+NGHJnBLgK%wi5@P?{h
zZL$B6!_h9dOg1gfl5qrwEQ&ngJ=Y;2Pu~UY#-NwD2s?P+*!lQir&wnC!0jdFB8F&8
zc!No`p#K3(lN6c9*6v;u4KuV$WJSXtEw~A7EkxQ_kEdGZ8l&PP446dXuq|pUeQN7{
zO&;!Z%eBm_f3^WVpff`R*<6VuzYFS(si}bSy%(YoUFc+JhJ(Tna5>ieIyN)z$#jF>
zsB(#!B^2d;MF*b?KZ+EfLHyQHl7@up<ms0lEN5<GI2^hV`+y>Gkj~r+zt0+CTLb7f
zEc>rE?uO(8Dh2y&`2L;w1c8RQhHbT^6VOhkOc>KQzyB(AC(#@91&iK;Xm7UWcwagC
z;ou9Zzi81go^$;wy8~kvKu3WCu5MxF>!5y2P8E(NveQ^Pw8u+3ZD4biNcW*NRSsdP
zGlzIpMx-Z+&O5iXj>)VnXGq(j40@FlwBVW%2Fmx6&b9u~xUKk3`FQ%Gem6WSQu<~X
zIDxq^90B_N_0ZHZpTpSJ&5VrF-yN6~Q~~pH{(NWZ*Ub_6LXXj%wxlP~v3lf(H;B1h
zQ8p-T`yrD)%CzJE$f_<!*2{x1KX<^DeWRxu)#(%u4jW7}u0a~1Xc{)KMVlKin8)|w
zJysc_3$uqXeBdVyZUF0o2r^~I56M{eBq9Jt)j~m?GhfHR#!G{}47lDIn;_jj4e7hM
z=T2y^AMW&@t!n10?`RDs`B{JQ5bfujAYOqQXux!zd}SOrc!ME$qz3)|Sxbdn<hlm*
zUACCJDP*>FaYfF5>+z@vY0)tAgd#m~$j;{M@Yd#zWxN-!^#$Sf5S*I8uQkN}v72I6
z<8g~sEZ&HqB^+}#L-yxb1>!UW(F!k$c0-4i{Co4wrtE4K4*pp2EAYZ69+MF*>0Pw-
zqKe;x9++YyT0kp|qjHPj5wv;5mVaJ=?V1Rs-P2lKCBMu>9)h@=k;8X$43nZp*HtXu
zdSGQcY0_ckpkXR4qTBgIe$f^+zlSF=@vYJ?Ds<k6Gw|mX?P{GcLDOR_*QVQ1a$an|
zWyp4aT?)}PPU&*e2NrD);mc~xQxhm=4TftQ%=&T2i)*YmEY6s077oH@wXlEJ@J)dB
zVr$6UhdUAQ!?VJ!DJ?ZH(njfrny+@^(FSBfEj#(^D>NSX$uMsNLzZg)idfPOV;snD
zC9=cD)i4)(i1KIL&1kLYvgAM<VM2hw8OlP`N@NR$kWKI}L3kU%XtY(Z?4dAxcBFLo
zmQ-5`NkO}>+P(L6>}s829anHu&@=BXBCj;J4KbY4`+Dno+EJUIw7L6rx`JhCU!d<i
zm01DUqt$HPc2w$uiEoUlT3%GFu!;q$2Lo-Z&K5;TSNX1BjSxF@rQSRD2sEI(hI(#Q
z^Gk0UvVG|1iVNqoJz;SA4l?vj|L%px%~ZO897Sf!kmv+-FwJ+mCB3bGKDo9;HgO1!
z^jP=WF1Uc;198mIHTXw{lyUVg^w1t+E%3FibARnl6diCBG#}oJZ#X3VXBZTnkc3C|
z<$@v6;cwH0{kk))&JE#~bCNh#CQ(~vrY}wt@o5o^;jdXO@$q0B25y~R3QY;=D;3Q8
z?){jp`e%x$iPH|7)!Lr044A(#2C3Gi)WeOXMckl9XZTyvZ$=xFE_~TkW2<zf%Wh4L
z6M=!bgfw``E)EN##O^u}yF)sD<|a@lZGI#RIGve4R3%)&cVvOs`8yL@r><{wRAqm7
zDTFT3QZx&?U+gP#4nF*!J8kE>p=;wVt?Yg~=aOg|uoor-=!8(tl$j!D+h=Dt7m4oo
z0(p6;wmmn-(i26=_B}%%t@EHAND>Lq!Hd4O>*!1S_c9!OPCSJcf+JU6^mX3%LQI@B
zrYg4^Wzrces^KT~%*dm>d5bwapbMmT$a}Hu39px8OL7@{_NXk;eq;A}kp(ueQJdS^
zE})vQ|0lLzKeS=57+S;|)Xfb#VLa3}D=$kF84CL~jjdpe=Lm85oQ&&O#R1}=;MLRQ
zY(KfnW%yP*ZV*wRwNP{w-t`z|H48UvytPmH`;M!2w3?6`I6>JORrliMSG8$q>y(=3
z22(^DeYCkzSq8;42Fvl(639myIkl%`wd``G&MQHmtqu7C*Lx{68kQa@dBhzzNdpD4
zsCD#tb~$_>wBiXgupYtV#r@Cvaa4z<sta?M`*t!|YlgntaEKOhnrg8y&62*mw3M$u
zzk-@HtMtRy_grutgW_wmc$-=-i7p6*!{=28zo-#&7Y=@{@$WcT@C#v<<E=2|^9I=c
z>a(0o!aJ{Mm|Sc%>P<p58Pfe>ipvt%Eb-BkesXT{=AWO>+Z3BB`Yw#QJ#{h6s2<@b
zd39>gZv$r81P2HnP?dF&QvV^|&ejH}C)M)u68sBhN^A3Fp~fD{xb5>)^9z)u)A8Jw
z?BBkAN8>+;TZim*!F<@eAu|$}5h~+9d__St=s4b5Ico0?R~<~q`;LMK-(w8*bN_n)
z8303wqKnZEa71sg0UPq>Dfs^*acr4Z_9LZz#~-G%4&vooRdrvz!REFI^@mgg_BsfE
zI7=R&o-{SxSCxF(Jo6mrV>-eD?f<<T^O0)c1`WaA+_NCBl#ImXxf^JOo;b@*k_6|K
zh2l*Nu%|tsA@T@r>VHGZop9(8>#6N^m_-fE0h?QYNE4#Zb+0{#%}o=1#v<Lv=(bqn
zefuG>^LK|bw_Bj!Cfz7`hhEb-FZvyg|0pgR(uD*j*#zGRwC`Qer#?18q#^7NH-4y$
zU{~}zq)$bL(w#7)0J?)!@MUI0oQrEv*?m+$RpeHSB&MAgWeWQ(jUOtbSm0+iiw}pU
z+B46rxrFUX5S<kEd)p|`glf-q5(VD_8$F>Zm<bA1yEwLd>Ru`WGA#ZJk2J7;!IKuM
zq&_`}4Oo)*g)ygwL^7pVEhQ^BcE)g5i2oO!IQD|p+fhG`{sbk<M)2d)`bJD=MmY@R
zmOq)RDMfxY*5jeJVmg5Gt*_T?W%j;Ae*gxn8<PDmk?IP6=m5+wANJS;UWOtv5>kh6
z%n~pUuf@y7!B-wx!W5_xYOepTqk6|l(n2+)T9McO?45(w;b_L-mLU|AXH`K-cnoL8
zbfo>=6-@k0n6>d%q%wvs@4GBmirFWCgB)pptAnMdi5i75r9%hLIq^=)(=X_IwRzI(
zXuU*{9|Ux#1}YPmTc!TQ9p*6GdB<w)*Q(Gb6dI1_^W9(?AoZ{lHqn}ZyW%X@Fl-%r
z{HGVFH7LhUw|bQK@bWsb*v~wyb*DCcL9_!o1uxC!$GlObNDBOJ5Z6#vI*j1FdG!b0
zq;sxeZ^Z-YQ(xQ%O4+w~ETZeg82pj!;^^gR@Fv~7D4K)Wd(y07NSXZmE`@#eFWT`^
zi-%o;hcM-gDu>mDCOn|_gZ#*Hr3uYp9u=@s-q@BDkw9#}W9Z(h-Do>4IkTI(bKqaD
zPkoyQHXCQcWPlMu$#A4*o44p@yjKaj6oKvHfM2VB@esbPfU@XAc$Ohdl+T@}Vs-xm
zWoxxA{rjsj%5Kf3n)x{zu%CuP!89-uASH#{P_QSP*vYXogf<zSaOjzHn}vDjcdt}N
zxEmg{cqfT7{P>W&p>-%QUALh#({H)gMq+bQ!C;B>9Mj<J)+x>+&F+l?cs2n%V4(qf
z$)_v8??nfMU8kKD0Fyi9AfyZ-E{`z{sx=?Q8=lAq*lfOoL+*4uCJC6yUczJGMQHDK
znsBoM)!4l>8e^lR(78q5JXjNafDf;oK~hf+!`XigWk7uc1xtgcT6R(NS=f&a5q2Ad
zkCWhXga3ekL0g|)U?ZOTpe(Zd*HfZ=4%S?zm2=U}khzAz+N`)FcB4DZ+8K;B*$tJP
z^HPJ}O0oUAQ;jeSaD+nqpGY3}AID&vChr)uWrZt>82Yf^TG~z{XawH8TAQvOV@`JQ
zWjb4`CMfe!2#aK)`mSM9puvAn9qRT$Trng!pc_pDXmq$}E({asJdFi63XL3>c`L)%
znIMFCG)jJ}MLZfxp!dDRRM@|D2tOcbzH=#Ow=4z^%Kd@&0JH>MVNA}{0%i7J1FoLK
zFyO5C#4N$072pg&nE{}c4FSAxGcCzgauwBt*^ray)1nu14$3ZUsWMdF|BExtM^(TZ
z|1Vn8DZVnq!)Jh3(+%1*mb>L2pD$R{8;qySDyp$k{@s_v4Pu{-;O`eKS~-ub<n-}p
z!^j`%@u-oU?TQBz0<~SNn)4^b_nC~rHK!W=ltA9ThPKm?yu2(-)1wtj))Hpyd#~6t
zFDx;x3y}8p-CJ|KVjgyd!_2D@Azh=rfI&A~%TQq9G<w5?9F?~{Hp&`X`>6}IJPoa(
ztymr3ZOdB^trs#Mc76F<d8M>>7i8_6&KnwL&!Drj1^I$6^B+<dQXw@4^ivq0pw)Er
zR%|l)w9Db*o-$=Cu-Kg@gXWxg<qZ|B$N=2)(KAK1;%gJwJw$b^u{*ReGpg>!oKq&p
z;=*W->@vmWz0^*K<%d9)1!-nJh{royA^T&G{iwJ7L=&8kLKM%6Tpc{**U}{=Mj;MX
zWdB|`dYb;euyC2_Rj!Y+tPsyER@?gTR|tAbs>Jp%x{G?~yI^PuHo-Zp2<FYI=FEHB
zqpob(On)FJfSWKhN!^|+`XKBda#*vO5bDAtzoJDnHLmKzuJOvZVR}Z6dw)Hi!=0N!
z4W-ua2=?hy?9?KQNW}ZL8CLY9EL3$q3E{eZj6si6e=C#Sbhs+BYZIJ6eF*s|e(_EL
zkj$O50|_EAHaE%F2gdM8a?zsq;sw{dVBEz2?VUI7wZCzoTN2PsW>viT%#uNWMuxmD
z7o1cFhyXq+t@LduD}qsry<vD$1Q<jnx=PqvcAf|*qNaOfz+~4B$_sD`LL)=4%7ytf
z7<el-V?CS3aMxsDVUNW2uy<uNo9;n_!t<RNbj3BhcFq;_EYnVLE2$uWGafX^p5eW#
z|C<`k_y}(<=DS_ovrPGNf4kH7nHfTvOKjuFHTd90NvU|?hC-kU0<wupgWg9dE5+9z
zK+sc$vKlFwd{>!uJjf;>w7itON6oV=akgjv+bHaB9YW#7kZiDmgf?21;Kf9?iotAc
zrF7;7r4?*@%P+{F+n|>=eSNecSYCS1h4LvGa1TM?uwDf6(rzU+cF*sxY~1cDzaBfP
zB-;F8l$Qb14}V0cRGsgpMiyHi8qoo*06bg~wC7F`JvoI~h-|RAFNEt)pp>yYZ1ASK
z&{nPFcwbQQBQIdPxT0&qn2SRIVBR30;mLBc0^hM?68)iGgRllaYN4z@rb4rnCNxhz
zXyZ)pTD%@QVKWA)=}qvw)`A8d=pa`#Kxv@dWm!hdjg0aw<EpEbI6(MZqT?pkg8O>I
z=$q(RH<&(9(<QDMy28`h1VnBwU;}n1t;wU?4h2xo9^0$0o0Yf#qk02PI3I>z?%1eJ
zKLM><!#SmpSTdy5wE0k~`_g2srjV;Ym{qtsgEl$9otipb2@R{&uM;1QY*11hfLMtA
zv0bSmny{Z52nG**z`b@INAJ9-o3jJB_rp19q8?$tf$<6lB}zy;yNL!lEN{@L8!A;t
z9Z)9Zq(w@L6tu){^rXQoHy+AL^WCrxG7-O^MU;4YeN6cjR$FM$G1L%pCj@%H(xw~Q
zT;;pL&{68~+dvUx4;(@YLpB$*I)^oh2d+&G(o#Nz;dKyVPz4zqfP}ZjVY@DhEI|WQ
zT&3AP%8{e9QKEzOY#zh4$Z!qI0%96xm8gtLQ)r-!w44_O!wN8U5Y(h~!hW?OFdT8O
zon|q!(BVh&x2Y;^&usB#0CM6n7i9+4s8y-|P1+3E1Zv#+_Cac@?F#ZyNz?Rp`7wAJ
zlv6*K8bjK}In0^O^)z*s#Dfws&Pv&l<v-rNb}z@yX)L`u#)#wKd}JphgX$y+Pfi)}
z%9w<N8ZSKCShcE{)gjKR6tuw*juHDc=rU2l!0SQOYD4lF2ijAWUgejY4*k9qrq|--
zPGRNfbdNFI@GQgLCUNY&sX;K*ZNw(49(SEcfz+Npl_|Ux5c&EWYpEAz4Phi@c>^ax
z!Ns0<3K{?JU6j=#%s78+$v!2qx@{gUqLvEaCe0G4Li;37LvXSTs{;*(X%Qb#9Y<&l
z9ko!^<UC~D9bm9FjPrm2!6O>0zdEh<8l;?1s{VLr#N17aJfv<BMW$_X-u8M2Rc(;6
zFU(uE6H=MR@#tmgqMoJC_82H}H-?87#T|1Yqf~?U#{@UYb9As#_-N=L7!C3r2C%uf
zh=6l+sA1xNgpZu=J1WC6=NJ_*yN?aHYSWKGd7n16>y<E0v4CJcLBvqpAqJ=PUcs((
zQ8zy-ZEDVPWl%06hz$l{MtZ<8#9xw|I|h0neMZ3_+P2XSWQc+Rs|SCcM8BVw4my48
zovAs>5~6w$_%02YTk*77<nd-~R|-X$s}v~7HKIkl1EmV)D+#BmJO*E?P}qIpSgo(p
zP0aj*N~ODpExn>47=(eEo(9Yfj0{wP4F%VU$j72PJ>@Q87BB<Z&8T=UgXJ>LBSrZl
zAc5cz6~s%Qh4_CihuJk`uDBJZq{74Awux3>1q;Xwi+`UF|Nch#6%vn4QfBXJ5YtXR
zv!a{O5EOrxi<m^Q{b~gSGT{<ZMS14Mx&7-;A*tC?w3q?7u6{+CF=%9iQRU_q_Qx!w
z{R7Mb<-!Jh5)>OKbf?u<!Um#@iqFr7fB%8TcZ*+Kqoc}qFzW^ZDalXJrW-1uWuU&o
zkgA4ZG!XniD-1L|-lK-^@SMc{0;8_L?hU*~U!uH&x=l3ULXywfu|=Cb{?H!0$S*8g
z)~;Y~bW3Qj=4&1RQ&-Zas@(ml+(pvfQn7c5G9K0e9wv)c9sH;!$o$U(Xp^}Xv=9Xd
z?)(fbX8?!nek5Una>Fli2F2lwLFaLGxbh{8bFX#9cBPR^CL%$l;0nV<h1i4-;;k@n
z9v=E$cgPKbVXy<04#8K(2@IJVa9IQdI(c=<H?j3kN*UUUvuJAc0=;Ako128KRA+j)
z%5X>sd*b^twiShu%e-w6+}_G>dK`a4SyM_jr$r<=Yh1F;R^c@Q!C7K0kYc0o$?+Pf
zI5~_lQNeCr`9a`kyNrzC%V1Wu%cw2<(p&dC+;ZtG#9MTc8mIjV)$bHX;M5)v69{~)
zBo9~sI-G;#Pj&ify$hmhVZXx`vjd}6A&8}yL`$fc8hu^gO7bJ8^bWs#fgGs?(FBpb
z5AGubcQRJx&9}cG65Fpz-mlD_lJ`^=IYQ)dFN`za?DGUTOVJ_eGKJ1kb%!Vk#mgNf
zY_#5U45TAilY3*fo4=@1lGzq&M8{mX4qqcn#N#E24J?LC*k}+}5PgJ)ZY95tG*KR>
z*@o;PkeurdsLdbzR#g3kvgo&f#$Ma87LG^~faILILQSRp$d@@O_TijGl&r>qur^S{
z?KN!!TI|HoH&ibWC~pM%4*W?e4=mV7tq!Mj9yz;2wn4E%PA&m$sqS%_jY#`bNDcwk
zSrkKmiF&~U<rQF<@JH0mNwUHcIq}~b!@bg??`!R-Q?L)hg(f#YkIg`>w~V3x?r+45
zX5?{>ZBusYByR?cKnIf{a|1cCVhO2<m%<osz6`~vB@hqLzs`$Xlbh>e`H*U;YW7z*
zr@5TpYM@^5Sa}l_M8_#=Nc5}#L@Qzk&hQN@kY$y~4k=c#a-*cbUvl%yfuw`?rwD#&
zbq%W*50p)<TBJ<oXR@JgsML<*ZGz0`25-kj(KliL5(TTYa;5ED0KTQ>#pJ%JDqd4U
zTqWQ?Sv}4#S((aQ-D^R0fj)Azh?hmHqvRnP(k<3ku=`LCS|J06q$VcE%~-?B7W^fL
z82TpaUq;=>2BPBxOe^-)u|(>c!B@75OyTnti~=%GX?T>Mc~JS$`AFbRPIE5b!BqXr
zsLSvtIwmJK&y8Me3H=zpqZ!`zDXq1_as^s(8I|4Jgb?(96_Wbb>;mM)n<*5>FHbzi
z9CamYX@wEE(US5zaBBgn>7pyi&7A}1K--y2T?rM;{*BYO&d|EBTfcj&iZkaM<v`pD
zqD!wz*!mijx*z3{Vwg&7<3agu+tBGiXC2V)XaTj-09YuBmFnEVKoN6AyRhIiUt1cI
zS$zSTCkpj19Al26ws0CP`Al;N2!NN+>6f(+E_a?V21lvw2yPR^9K6|{6mpu4$q5AF
zoLgf6cv>{I%0l^aRj-4YVYh^Q`x4<EftXDQZf(%}Gb6)fEVT-+jtG#UMUO?9J+{!1
za2orDGzSG=(u=F~7G*}PyOAceqN1ZeYqOI>A2#$K!0h*Q${F#Q+jarv5mwDFgI`WC
zn+=1|`%7doTX+kV`Of%EqKATqwTBu#Q!hhwp0aL_iU*D>j^daNUA>zj?n9ktDS=d7
ztT8I~r<l2}JY#n#PU){gtF^*_!A`;di$mx=spmz<v6f^}Ke#d#3$+o%PP};@>0{Vi
zfZArOnuXUHfr(>8g%Wt7g9yl`<3pZchOQUo7MzXmaD*d8Y{7M?(WcT!=`EZB3^M&H
z<b{Q0p$t;=uxF0D3U^yMCaD+pPcrs$SJvOvp%czV$#=8}j@Fh2SB<r#lTXFv963i@
z0WP5B<Q$9Q8~t^1#@rUO9DF!=*XS3N!Ml+%#e#5_Q~ufcNcfxEkUZ+!Igl>4-!4ZO
zFFRUc6mDw-gH^pBMy*D^?AeJM88AH<8A~-!D>KH5K}a+-V20yhRB{(*89@Ve7}4qp
zkd&{(^`S~_7~5inCZq>|IRP|Ce<~)%Rrb$^LVxr(R45Q=v8}G&VkW;li(fuZE+nd8
zES-ndnOAurshW>O;Si)5bX1wGEb~`DB6T^0iSi3(A>my{+vf6NOeOF?IXp7Ks7ez(
zY%~ifFNH>qUB99_AI0?>RoazRuQzs(9ZRvHcwi?#Y%pN@0C$a#l<K3D(57aZ*%~%F
za8}Ep75vR{f;IoijXUWzcDS-f@l7;UdkI;G0(9W0ikF^|VQ(m`BV|at73+Kk5s-YQ
zu{%{{g+*>rr|-^j3)_SnMM!Ui33~e~fHi0hM~-)2aj%V~rVj#0bgN6y3{r7DP`3_`
z*D8p&7#7`bH6UF$LD$9!9(+JqLZN<=>Qb%}myA1mCwlGU#hhlEHv6|oFMQBZQil3`
z4Az0+CP0bml!+5j@Fue-hNj~6OE(tw6D4$l^pvQ1LP`!X_q<3QTY6OkLOYNejF&oq
zog^D0XZWv=(Q2zPNY#;{jE!N&G(@*$EH?Ka;ov;=pjo4qfuxKKaMi+;2Bgx}RYE#H
z6nA%v7bpOu4JozG4?7tf^L_9x8q7;*=QJ1bStja1D@QGoOF#-$1M22NVQuQuBD~a;
zGrOg{LHJR=4*h~jc~V$~bMXH1y?EetRY7BFq6kJnzKAj&6>GH(x<!-(<JN}7r)D9k
zaaUk6Jf}(M&@6o9Nco}!cF>*Js5pWG@KW+`ca_(6(Wc}*zASr-AW_-V&YMpJJVI+6
zA-M;+i)0z}2H{f57A}`}OF{~AU>Y^~2PjCvlQW{nL!KapKcbS_1c}Oy3ErPXz#y9E
zvLyiFU5Gsoq^!SDk_@JY{HinMmWLasIkq=q9Sv$)(?o3Xz#mh2%E3(AoV)MhTcUU4
zvg;}W!<EZOBOF{^nkBMFICaxz5RM#&1t$U81z+$rf>nMFag<0Q-Fqr8Uzuy>Tp~)G
zzyxgEsf}2@(BVXf_I@+ge?c*B!9rT$Ry@U^xJweK4=XqWm4J(6>o~7DO3Z1F2h>K{
zQNG>cSx~&p;Y2Uu+>*sX_*0H9UKnL;vhMViY?I&f_<m1Hi4VEPu2puG?S@uT41Bs#
zql-4;@pzJ)pbs+!6|&3<CPOVGmlW)NS(da2O0>cJF6H|espr7(#}T`DLWO(nTx?(g
zdEg~N{|)*T6(pY#Iy8U^O)&+z2JINu<gC$U?V6tptMK9tdsD;%zfCnep-exQDGE`6
znWdsNrx2dwO6n|}=s)@K7pZ0F%b-gUr+GeS{NVu;@*3c60yO6V<&fZ?ZKeOHyq!Q8
z?+5lEr3SNUckIdCn0+EJZu=&o5lNw(Sq2dhhq5k_Q4@<C^Ft<wj8o;kvcE)Kb@Eg*
z<-l>AC5<L^lk}nd8!Cbyjf{Go4O!3nZc+6nAM#-(qzW1gEaFU(<>JlYio=8Qw2<R>
z3+H6Q)Q}OAJ<gJ<L1wPQ!OjxQTCs>UGA|bP?-j=Uic(9wfbx?kq7yy+9GIB}_)ph{
zSwY8zuO<Z6D5-)KFGEvok*)v6$?wM(ve4yt@`@s!M$_5ryJSFtvsPM>gTQbdRpgO1
zMHb$SyA|%+%AWS`qs)C|>+7$mPc^W&e^8%J@m61o<$CR;Y9(hwssR{$4zBqL=7{rA
zke8bv3OSBDR~h3nx6p(ZVE9J@XpO_x;BH2}KjUjT(f9cEa?tYjQEGEN76z`YjbSe!
z!k{LYYO{#r-PF2J-5I7G{vT-|au!K}R_XyufpY8SXCCRWoP<)FL)$30RD&!@5N%J^
zdL{K9IOw?#;cfx#^mi)niR(IQPrGQsrDP=z!2)olGHgD+?r#!yz0svkc9=@u>PXgV
z3`r-i_y73>F?$z#L3CNzA8Sl6Q5MnMv0(4wSw_8lbl|=^-J{QN_Cqn$$8=*9#+bl(
zfH14(>M|eP3E-^7+>fjAWh;#7-$$(h4SqOio@3ZPON6_+yz0b#*(1KpNX`|${0S2^
zM7oWkPO`ZKVs^YNgF?46Q_XCZSwdAR@oFCFU;s154op*_pO|w&`?z#1UzR0bqX6(a
zNqcWkiczD}G{moAKQ;C%4>U$SGv%n2Z50Haj^LhX?-ba_6bC0s^1FJl8u;=>Ucg3h
zksmg&9Hd$2jd4i$zvD5es%phm{W!{4o9qEu{Sbjn#v-?lVcUee<8J=uhX)VggCE2Z
za^%mZBt%%3^NCJ>tyc_B4R~n>uEwFlm`Q4W$_WW^#ha)|*D;i_RgG;Exx=vNu^zAq
ztgKm>^_T*1&<!d$|Bcg(l219!3(1>sQ;$IRdjm-(f=*=yZU$+K6R=&A^-qrz>{($<
zCYcw%>EDW#f#;%<S_uj}UKs#I&a}P_!+LvQmJkw~F48ZN-P<DQQ`Upb7>R?M25w+;
z(|rTiAznX%rE1B!FU#UY-{G^2#=}yZXw#qiK8}6(@yKWY_lQa23r?vS$tjUZ!vxXF
zlF6)y=vayEN+dTBs)G63VLBw5;UwurGrGmy@;!ZlS=$#yZiznDu3@!k%M3O8=6(ha
z<qq{%*}clD(e9fx$f%ur5n`!JbACWX*HNFxzF!B5QJ)WD4n?a}&s8X2x)L;_pmiZB
zeuDgT&IQ6hrc``}-K%U}?4IXdYk=Dskufh3b^(MQ>+_>4qVO81ewQx<<2911sncn9
z)w|^9nj@jQAf_IR2hL748&t+glZ(`xC?|Z!I&EZyo5NF4qO@k|;D2YuyW~JR<4N;2
zD)ule%5U}UeN+j(_}f23VFNe$4)fGalq0bd#%B?b=fFkXoFQn5gdTO>DEZr@^;5d&
zG=xn}0Ny+aM17pscltM1$5v3R1DXE*DrJLrQm#QS6J?^;^`PyvC&%N>o3)V!^dl$Q
z2$YKQRPw)m+h8W>vTT=vXj{mHoO#Q~0b;bZ_+hp2h}Ba~7+=k2q3R~eG1dv=^9XPf
zy+%DZsUcQPW3e(^<g{(>J%-eD9|dzznBpmb|48cp-PMWk3?K!35|u_tzokt6KZ4Wl
zyyzA-H^WzR9YSAs$PlzD8_pY<CuB!bEX`{St<cF(t!K8c`7h<W@huvN$6q8x!)L%$
z(o+^0n$^&@Edvxm@pTO(=k5zQ-t6_=KF*RffI8I+3A7y`y~3coY5gZE2V)mUKoM`u
zk5sbFhAoJ{GMWpDuM<s1;BKD=ctDF-gXj5%RmhS!(U<w&6pI9vr|SYRmD#>wTV>Tx
z5CPS56;c#s*N{>17`67x1XS-fKzeNB=1ItmOpBTKST>|5C%O<Mv^s#P5a`7%?B2V2
z?L?NzK7`KYP+9D&DgGoVR;CvLgjFgHd!-aNK<cV$sFfmmza@z69jP68Ja2s13EoS;
zo>d7dY|AgzXgpLKJF29P5+6ZVspc5RIXkv$LtiTg5}55w>wAN))CyMX!7THiQ{ZDt
zzJn!he9A?2y2WmeDx(4;6N12tZAc!+`@Hef3ssS=?PvaxvHW`<O2H=p%TRqY`1>l(
zcCz&LMj~8~M<_E4Pl}|{)@Cbb&#0w9quWICasO%zTno@EQ761QrR8i3pibM%<cFR9
zv0YcRp#34R4|8$~U$)SO?V?PnN0)%N*flH^Mh~eV7Vok!@E}5PvL4!)P;9m;k$7c6
zM&O<Nz7kiQA~1`01=!p=VH~Csq?|G~A%{(rc;m<aJv#;A?klf6@sDh#Lu}2X*T5EY
z?omfgDA@g1?8Er!G)=^>ZW4rWA!+2mLXDtF%5pge7%0df$kD)ePE}zShi<_`+MKQL
z8TGDbWc&!oC+MIW(d=04KPTU30Xd-q5$sqokF>z;iui*+YVsy4GY{SaqGJn|o(=&8
zJ#)m2RcF*2TfOp#Lk^#{fLbaOrgpUD6y<lr)P~Rg*@#&@So8;Qqew=jO3r%~&{Ic@
zw4<~ww0aj%7+8b`V)CocJ`hH2$-CkhQsd_Urqefpy8w5sw|f!TiY9qzBDxR!@xF5L
zz@@2zfKe0yp#wgJeo3BcVD9b5%923JhCtdmLw_D@$}ErS0aE{D+oMiT*Zi|95nd<|
z{4HUBq%nI`4B@B><z0#22n?8Stcr~9zMJ|jQySuD9__Fmx(L!ez@rpi2cjr%XRQkR
zH^vSe`V7ZXQ3l>CWgwYtqIIQ<GB|c<@M2Y@`a`=-`=|a-kYz|Ml1uqaZ(a(Y&?t4+
zL{_9gmQtd~SQv9vPq0v#A$qAn>q#(=!lqjy?D3)7@ov8gP=qiD@4N-30mHI*TPWSk
z^RaJL?6;s9`920qI}v1QLlnmjoWw@zW|x$tzb3f$`}gDR^6&;2ITRZ!s`>hsf%ows
zgbECHg(<Dj1&_gZEaA+P(W<|`?HQ+nq`c3@=GF=`a8<9xqc*pf(!*M)^xpha2;%+z
zrL#tN>r>xPu@67>%Y-omcvg8Uh=3;4^T~;M3bt)P-hmap-%rQV&x^E$2i~ja7%Stc
z^GT{o3G(^u$zWJ>ap!H+;Rz_Vx$pFAW|YB*Wgs00lg}d)I6EvsA+StjHQSO_u;${<
z2Fi}?qqweM`6$%5cmwjWd$S;l2PwzEFC&lO`u<@rWJR3l?lYdCb;GL8@!$zJT-#%@
z%hM-z=RDE_mdx&a2|f|YZD3&&=$DlJC3Ht<4ob0@D1(DuDoEg)BC0G*le(9F=ZD=6
zV(|+R3<6H@q&4}PdzFX5P@AyDvV_FJeuJs1NS)w26rM=_5)Yiz6S&W%TvNkd$T{3F
zT44z8Z&aKx3nndqlUb)=_oo5Yg2UF<Dv01A#ON(%=J_lmY5BXKmAT;uV7bh{9?5Up
zP~Gh5C=3LTy9Y?3usMJ{#y#c9S}iqpv4gR={voNc1ny=d<ZL)=bb3D7wxQD#3!C&C
z^_l~fHK3oM%2ijsYwkQ+Avkmmd+UL~#vt5zpj7WSJTBE=S{{3meA?~M1>qT0gsw~Z
zZ=gu|d`!1<Fum0XuIL>ebZs(Xw)Wgc$zNzl2bFW;r(BSr>Gw?X)J?}x;)X4~_5)(}
zwr-!~VdKo>QVWew4z7|4P!r}uJ@*y}ACkZHk83oeJM4W{=85OhR1v@C5Xw(l89jM{
z+38Vdub_HR44RTxsN8nMEDm@S(@LwQJi|i!HME&H34$ApgYfE=^z!G)1O4e(>19Bz
zD_{!4C@~Q2HtcPq*treJK_^JgVr``K9D(Ww@V+=~k4;;~9>f$F<PQlbu3^1FGkD$i
z`d%4f#$ynZ^BlZ%1!*A{58IR-T}N%8;{e**j<TlcLo=|@Aj6`v!LQA+onj8Eig1Ap
z*BTbx^by;|el`9bs>i&OApVs8Tv&cyjXQnR#jKU5U0kB_-H_C*R#B<uCkId*sa2Lz
z#9Y}{s@a+3J{EaxcW(hDsiL+ZUtl2oNPd@EI5=52;N)q>v_ZqlUrL(deImPE<sHGS
z!|Dhyd$8cIadr&Y?Mgc7wsZ{A;2wuEw=h^c$I*8wt4eeg_gZa>;(z)f{EOuL&f!2j
z%fDUnooQ$-$Uvtcf^D?g3CYcZvUW+lKdURjH|iSb1%E-43n=f~JZ`k}nts&1_Nm3p
zlGdMLQ#5H)>L4;uKUoF&l1VI0_@dAASp%ImY0}?NHz@nLhUkvMC|%%l+rTp$w#pJP
zr^?tSLnRttP$JVYS3$s3imVcy`1WNsFC=R!BDe(equ=snYqub$M?qyg0rA6T8_s1}
z?KBmH>$t(7cOAZK;B%7y_xkdU&mm(Z8DTG>LDJC{Y-vFsfkvf%@bNJu#g5SI^BQol
zc_b^M=>9a`d1buhy{20CG2A2~$Ppid(A!ckYA^V&TBPw`wXYWI;lcq=;G6CU?=ZzS
zld88p>WK0UQ;XVHaX3b^5K=>`-(cyNK)}b8=n3X4TTlo_rQhiaLh|2e{O99WF>&C`
z=Ds|kh7M8y^)=s|-sSB5w#s5AFJqZ+`PD5jVf7Jj&g&rMtqHcJ?tee<67_V4eO*q)
z$%zA=SZvJFJfF1BtZp$!q)PEKTi>v^-wkSd-d?Nzy7FyaNY)HQum*<MvYaF<D<ati
z$_WKXJ3*ySWKhOI5zuhz(_1$2pJj~$-!HU;s?+~j;<GUHbE<4(f9Kn8!l`Od23kGi
zPB~PxbJSj^cDf9*q8M`nd$+YR`rbC)i(h8-sc@Oqt!3O=?cF-Nmpwyvj~$b*Hg7*C
zbAJhOf$#`$w<H{EZ$C5KuX=gjys4YKrquBs(bev=8?|PH*d6wHxEG4*;#+N+ZQss}
zN{q^o*|wMMdhXWV9MxX!rGL`jud`?_d)FA4z*MmwDxULx6(fk=<yF|tnl%WkOZ0ZO
zk$x-Wx0CHRVHDqfbHooOBXLA8wcdR1H_FrDmO5Cj&9T>RaKrNJ0RQ#o@3s}Jex9Ow
z?}z52_Hkzgb6)@P1KiMi(M{()QmsjSM_XFY&-=Z+!WS|5jaX^5_V?HT-TB|5qFA?U
zfj1dGh-9z5YOQ``(p|Nf3A3R@dS3FcVpBJXK5q8_K$*ikFmsReWB$Z4x7OC>%wXrR
zFEH5gfc0!abT)Ao6BoU=v00mH9~1MFZt$**vQ}S+40<#`RlqL1eCi!Fy;(35@H8|F
z4sZCOS!IF~Ef<pUsO@oAG5mfPW~uZ&l`(Z$U71?D`zE|l`AVbB&SzY;j}aGT_<ycH
zcWW*J`DL@QSZlJ$J20wBCG`E*%%4nEVFuOi1yKGypYyE$@0n|)kG73Lz%#Jn#Os*6
z*>9$=DsoBpmc|^&Jz$~FJ2fc0pNXb$Qdcmoy1$f^d-V@+>h~`B0TJl&(TcNO-PAT`
zDsMCKXBb8G+q3>?XtgTX73u5nMs~jpCdXRN;~itQx28s|{}3lBxesasFUbk-dxUoH
z&mDUeNo2!t*mW>;$R=ov7;%F6FS~J8l4yS&7y||c2IK#cbzyh>?$Tl_MU5rz!%wrS
zzJ?dMIz(QvtLks9v^KB_mZaW&-+vH0mk}*)SeIeDTcXFWiEp&)rSzNS_9-F;CwgPU
z1m10B7<gIHzMVnKIU*+Yoz0DD^CHVF*Y??KzX_?C_{emiIT2+TG}`yRI!D%bZ_E#u
zgm-QX^FMJoHi`M>kAdparE8sIolnfJc1tatYs<{cXyS_AYhCU=xb636ZdDWi)GvDf
zCB>+_emhL-SpRMTHV_`zH6;_KF&^3a$8>0w-OdBVG2s*6Z)sVVlsACRX(km{Py9P1
z#m?J&%qMS)pFi2=yG?aqmj4%(>C<G<8*ToVlwUBhsryoN2n^@Bl(wKR>SG((^cK&l
zT;pD5wf5(9t)sn{OvZdjF{~NOiJ$(cBgH81k+XgIZpm9+Ry=DNxGukRufk&U3L`HV
zBZ*1MP#3z_GO>XeJmX}O2*7cT;eW#WU6KC}Z*&%&_xbvE`k<YyZj4=j%MI`8_gYu=
zet)^VI^)v7k*(fF<vlTt()ME0qB+%r_hJA6-WYy5ZmE5@yYgQ%yKTSU%Q{y*@q(L6
zh2+MRf{E-ra^kOUxiz8Qy)T!~su6wpSTOOr=|Ic=KkWMp>$|_yfX|sXwFiZak-?YS
z`7iYlXghs$gyx^^q@|^aS`C@B6Mum5K|Owr)o2JAx>v@iQh7G&NQ*NGS0@RG$|F5x
zF`z)o-@ZQwgTfG2Nbb(P6W9rtmFf3XHo?LB{BS6k@C5{>9y4fX)tiB}JloE1)I%0K
zg^c?;ALeiAS*bGE|6C`oP+7?3SlEemiq~f(XH&VS8Mo`i%QXcnly`2nl2*8stTF6O
zL*s8N$}>PA{)i1Y;YD}qB9qnVJCu=gMlP{(5jo!cSFu~+(A#M{x$}ZpK7lS(W6ZWF
zBT?0_#E~$Zl_t7|>9r^}Vv@w?lp2w&1GzhYnZTa8;_kQ1pNxiyp9}s{SDcjqu6ipV
zf9hcy<S!v%M&-@I$YdMDFHRXVEMUxmi^Lm?T|kn$U|hrV+Dw=#(!op13M13t_4rY*
z=Mvx>yQEcAlCgi1{B2~y^8{?b8+QP<VyP+URA#yKrS7#Qs6*PkL#$&%KwQB#_5Go#
zwQ+mXz6tEcEae+&zCl0$DhZ0t{#vcLP=OF@NfAZl7S?dp=+zULz>Q80GtD*++N$Mi
z-w$-4kG3n0Nv|zlK&Ei|VgtKu+YqkXC@9_|AREBJ5l-q_FjPO&97v^K#zRZ~6g7I;
z2PH)01-RFqK=U4lX3KhqfWo!)ag{)^LP&0xnWmuQ59N&$?zEbXk|xMx{VQass=DB#
zn94Vj<rc=n;?oA!!w*)D$P&VX=5NrO3lX!hVYv7`?1E%7(YM^f%BL#4Bg(t^2`8XY
zPd2Bo0QL7CI_hmOcfLVF)ONm54^hTM!F*bwA-M4RBJq)zmqVlmY9v^J2jXoIuJQ%3
z)vgm8{O|tLKONUQptw)A_>KWH5N{31jj7c`I!E1pa~x6PgZsEh+;F?UKnhY%rT7WT
z;)>$E1Fe(Q*il!M0E1}WAnFX6yH9vSsl(9f2GY-Ho|~kl?p1I&5^APQ6|c?YTxvh=
z;~JJTgf0`B(jeoA0!tpOzV@2(>KpzbT%9GC(DGza&=5uI-G+%|^T-t7pzwOdsMnqT
zAnH)&t`pDtd$B$Zc^(=P>c%kY{RtmT5FO7gTxF>8`gd0NKhWuaSZ81x$ZzT!T8@hb
zhA`o=3w2R|Hc2UJ>}$$80#bREu%b%8TQ^G3p&eyETZaw&NDc;q(A7jLS1a)tWaV|@
z3kO(IhFjQe#d$$kd*Vd~Oc-?B{ZvH|_CiU2VV@%c!f{XkyS4qhhqlu87+eS4Xb6l~
z-7^6>0y`hkcG%N4(ICF*fwNLY23Vc9y8N=ZtNB#Yvc6%jSD?!$wVxQuG(x$RRH&p+
zPfqI4b<s6;B#Q=7=GMTj?cvb(TKT%@C=uX-x9@}f{D#$SSA1Z`g;iKf(!8KSIv^W{
z%urKSAZA=9RxW`yHg_BQ4-J85@p~BtHN~^N13dwnw?>^{QZ`Wt^UCK%!gxSS4+U>p
z*}#GP6-e`!c?a^HRRvzkgd#X|ozOI5x&Xe_@DxPO)4J&>$vWt5i&*@u40=CjO64j=
z%P)!6VRhRSn_r;{&~d0Z(4`-g+XeEpVDwMCXsgV~Y`kwfu769hdgu>8hJX%0hIM*K
z)gtA?a=~@vj{6&c<1NXckv>fhf4V~?%Je+Z^va=b`;_;H*_TlOt#+^N$NSdcKA2?1
z5PT@F`B`k>&%#I!kgk#Pb(uXPI`n;i5VDq$Cl&a>roFp^LSG1%+(Oe!YHa2x^w0i@
zcEC}RuXRgi!TC>nqI^4T^^Z8E#-y!xU{jTfpmY?r(K4xlkeARrR|#FQ8NrUbh7^C@
zAJ`QJ$Z%;C+gU`T1>!r-1E=4QyC^P;ot(dl<XimOr5`K@XZ8hUNphZmApc^Ezr=2L
z6u><5YTe8~dx~IqtEDEAou>RQ52jjKlYw~O7Ce9G<uy){L<;d^Ug#mbpOmk*0Xkx*
zh-_vCN3byb?9f(j4#WNV_ND`qk-J99SM}PSR@;U;q==F@c8v<Q#>=r!64l_PxiHzw
z26^40jAlsORiYY`oCX8HVu`98kWT-eqAD?Kwg<LaX(D=dqgLm+*KVeqbdaHEPL3Vg
z(As<hvI*Mnky+k>duAdlw3M$_0I2Um)fCXM^c3GTngVyqBaM1P@xc_)J(w*D0~$80
zS3b7a7TPy9>X0Ow&gr|Z;3m*M@tT%(VR@lkkkdaXUl>xENz6^3cWAH|^;f6~Y+BnX
z6gv5|=N5)=)sVzdY67p5=(vu$RZoN>T#{6rf$j==LKjqvkiX?xs%Rl57Rtx|Bb$Jr
z9TR{ASrEPo^!IDNgLb<}repTcwm0pcjJ)44>IBPZ5z%;tt7JUX+WMYVoSHi+3Xe8f
z`*OfDw{VG}%4nqyIkSeE<OE&a>`9J^{3-++cV3(qz}g^ZSb`_YD2=SoBC4Gw1+b+J
z3OUN27P%iUGGuxOc15*84yrQyLDuII)s+)V26y0b3I&7hy3`GtSh5=BnycBaQ8!j~
zoiOqP#+HE1^;L+v#0Joz7QoJJ!lCo?GbP@P__<Qt=cSf4zubg0RzMT9uJe$b-ds0u
zqwdvQ4*X=)Zv3{>a$O{6K=CTKBe9{M*f--)j@5EWG$prC2*7C^Me$W<sT*j-c3pVm
zC!La`0MB2EPyr@M!UpaX-g$u{X8Ot;hz%uvvpIIwYdZ)2{2i=Ocs#Dy;-G6b;n8;s
z?+D=stkFL(ij?QLdC~5mkS1AV)cZ?d*HYMh^eD)COuHo?Xd>9LU9XUTV-Dgm%Ce-_
zUiwQ6^=QwbU6|t9{T}9GE&7{nk(?vSU`8+^AO^g%y~#t{d)NWzag>}xSxs_`8pR3d
z`jl4ghBBFuiNidvSlOehkjjEi!|aU%G?AWB5DPV>L|T?Fh_rWDHE$dR06{)~<=STh
zH&GT$rQJIjdHs_z0FVi*Y5l)YNSlwgE6{{aMlXgRRM)+l{!|6gGf^fAc7;2wecum4
zpGzXjiiSroA53K$&M2%~3T!WQ#i+#-f1<5INhiaa7o411iruX0#GsE7T%ow`)igsD
z<lIGNMk$yKRt`+mI*}sGNb%*!Pt2wTdE+|%zrSj&-_HLBMFd-vH9*8`JuSi+#Q5(*
zAFc?^mTxLsuml@eN%EmhVqs()1{0e8R93v6VYFN)D19`=B!8khijA3V0708hegWil
z<sitaQM?ACUq^yK@mhz?4UrQE3`~H`ZBA)XVdP00@Y5@+(}<ZWHK=pCA@d-J&&FS-
zQCp(_8j1EoAI8dwg{)RMgX1XlnvqPbTuO#pK*I0?)JUQ0c&)ZJVzN%8ymENCy(wTa
zLU$eo+Vwe<YU&7^`VFftki+)beQWcdySkmib_X6Pf<xaL1t;*pM|j{FPbTsQf5x>H
z1eho|hh{uM1Hj%4hA()GIy7(uP}|ihHg3eR6D*>RA((g9o^18~{gp#AXzp+hlhNN$
zqm=iz)H$|dbNv-3cPL90#eih2DXQz?g6ltG6hVYvCl--kjB3=eb4Bt~<T!eBpevXU
zbmj=`ngv(!Wt5npSJS|>ajOJI4w3C#Ia3JlO2O>Uze((=xm_1YeZqg#C$gPsX~`fd
zNGcF^TaHuo%mYr6TUwiCK1Fq9{%~~5QOwHgZ)zS}&0~O-FJ7Sdh{YQ|Hed+s@MPVq
zoq)I=i<JojiM>wDy(H=dc?TTpoC2rLJV=`vynk>Lu5-JtEO0WyKB|oChzz`996QVL
z_hnZUpV%1#H31gQ&j*t0UPZ#mn>nN2*Sto!)=VsMaDYp3y)6fp$qis^%VAUZ>t0#H
zrtXG}I=NmxrAlBkk4f86<{sQKkz$GLwfRQm-<Z7}b7??sm-%=^aCy|>U;j>N6A%h3
z)%r)4EJqY}f607u0}d%@kH9hk2)}+j3RQR_q9ax7vMiiqXF-0J|Ae0K>XPW~%-~-J
zHwAVz!PdOCkJ=h^4B4I}g5EwH(J|C*WBx;P3csputisC9|F69(4QT4h!cVNq6gpsW
zqcGUiNNlCbqM`+i0s>KlqJ|wwOIQRIl!^^Yh@ya1P+we-0BN-v2MG<(u#_$1R$f7)
zV+8{$QeH)5i9}_Kz?>JRj@RGw)AtLMd(VC6o^$SZmUj;=YQh6oLfj#D8patxDBWVS
z^K&|UhYT#0Rg-kChn%8COhn<{(3W=j->@}IgiH|#v6DfGb{flK62iLmj~d!&-G#|N
z%M;`*I3KbR9-s4}ypAoPRw`D(aniq$T9xc_zlVmfa_u`^-VEskY{8p>8B7tyh9H6W
zZ^plbTJ!34Z9y@svOX37urOiQS+FN%(AO5-O1pD~@cr@cbY)ZA6>X=mNUpow$UVv%
zS4PsJ>Sgi-3Dkx}q#<jwgHEg-nio0*>}Yw2`H0%hIBP)IovhWl<Q?cy3aH9jgxHB3
zxMXcTF80tIA)b5atfTdSoG#9B6mOS4;DAhyAht_!zm@TAY6SjVcihUNlNTGT)xxH?
zh#;uH8bOg%kYQ?BT(#B?&x@f{T~JlBGHSvVkPFCe(cjU12-Lo(W?I<SP=0F@9&0(m
zeXkGhyDvcA&~wXOkca~CnA~u8MnIS;HS6rXd!al<zm=I!3Zav7lODE)igNuGjKHuN
zU$PkxbQZ7XS%|sPa2SJ~de9F=QuGLK4XBbdVhYAVj(zOW$LzbiSOq6K5{BSAV`n@|
zrx`21ZW9LQk(-5Gmz!ICVb@Uq9s)~XdjP>Oo#28c$Att-H>%RR!V(Gu#ROFG%?*rc
zyP=0EIuN)dShxwCi@ejc1hJdiNY~$dO)+6yn)(H3t{l)3kdn<pwvA)TzH7?jCu<x(
zcfr&~KfpUF9IG7&`_e^GV6C@7CCaHjqwj&oCVxe1v0Fau9bS+a^4_R90V$K+M<`YZ
zOcNsU!@}U4j)Xxa_$D?67*>m@l;Zuu!aY#-0bGAduDU_#p(0amNYfq^c5RT#Ln!W@
zM@KY3$Mb;7jxnf{6HanmFk8kTpnhnD@M5hz;XDZMJQKt|&Z~kX1p${@X-M8Ce6y~(
zj#Zi&p1j267T*Uy9265oF)jxYF@<4aVVNC78PC-G@+Wm!!^$nyaJv?a_zH)YsS5)(
zL}Vc%)U<ExzGnO?T@pw|vi!LNeZAt1nvv$#e^Bqyj830dSZGI0-xSxV9f5EoHN^Me
z4p!X>@@)5=Ky3lMM~*up$g=fY?!sMBP+w<tK;5My^7wK%Yst+xJMA?nT?7;di}FR{
z1{j<t(eZQk4>1;wl+Y!*#uaXT>2$HTrV5PFHK{xZq*@V;U^%S!eBsRo;~M5_muKT)
ztn4z%L=<I8C+%Z$dd}E-5F3Ra!sSPBWkfFBs4?!2*2EUp$53%7w)t;zz=LrxEQ<ix
zNkQQ5z{q_FFR%;%6mY*$dfS8fVp=kDDG}HMBNb~^`DBmj*Mo-{KZSxDybR1An*6~y
ztSxtMvn)iUJ44yIAdxDw<EnGU4hy>)DL)Ss-reg>Hwp7!ahAFa#P<g$m{;lE1YZ<|
zAo7KU^qJI(nLLY=+_XLLmpL}D{9JN_unVW3hUm35EaC+csDpAi%2${fp#M<mt*N9l
z{HbLezlW2J0hy}$6J(E6o_~R=s6csqWD{fr$fEmpiA$-sl{N8?9W+x(Y_xw$mru+z
zgWQM*vUDmq9X*&0M0O{9m|6)$9)0;BpL7Vwya!<Nd~@p_iiqiGS}h2r>t8t|h?5jP
z9i|^89^Te25N?-IpHP`N2!nGE2B{`i6Mk@}ia_)tM2I9?pQe0;=eAe-k2V@Bm|qZM
zQsAZa(9ZRmyYx`P`4(k5yr`Xgg`D4*?@8zck$x*>)X~yKzy9_YK+P^P36JIKt0Zf+
zenBxzih)H)ss}3k{NR$~JYnsXp<gXm-Ju4Z+qG_v^We6o@xJEPB@~^f7v4nCSR6+A
zyYAuYwukeD+%jsXPTi2I9JmwF=|QSkdmti1Ph%|OB0w16!a1SiCqyE}a`T@<ptLP1
zz1NRo!OB^PvSC!rld+2O=PuHZ<~bT|EWPdw3;C>^LHx<8D}OQ)jmJ_r0XAYKl68Q%
z?#03tbl$i4^EpmXj3uM@SV8Ey>39fh$p*Nd<a7iSN%pXoP+?7o)yt6d2FRv@ygrl>
zUios&Cm^$3xv}(L6xqx^Pt6Uh_j*IUHCcwVYBLq=bw6UZF}EKnSRRGDdlhWMCZ5sV
zgCO4X<VmsBfnErz%87U$U~?YGW(jgaU^!DL<a~x@alGTgkh|B``32;+25`Q+b7Inu
zrF<mwZV$Z;?i=JyIlU;wh+ua9aWc<vKno$G6sA4lf)8(iS2{-D%c!y?!cFxCW4*U7
zjgf|gQ=>0TTn5c~9m)rRk`zXV;ThqX59hDuF|*peOCh$_bUp|NFR)=;x=vmHAh0ch
z8ft+Wj3Q_Dp56VtPVKVv&{!H6d^w<9PQ8`(e#1j>)F8R3h(?uE0UZ!p=|;rmEVYrS
zhRGnh=jcI$**ft-(Y?9t4SeWKPVoktjtYVK3Gj{#?CZorvX^d@Uy~|02zn<AK218X
z>Ku4=`9xN)R4#oC?0O6TV&)}q>Hxr2vH0BEJ*KQ?=!7a@M|<O!@ZbU(H`Kf=RRSI&
zRP$ijM-c798Vf1;@kkdvOyx3_(-%*H%Ay1=jT8DRF#um26yx9t@+3<}H^bkC+Q#mH
z%m;JZ$H#Ah9RhmCE1eGS+}hstG8Zhb39Pcn5HZ@A8vr}PxLTY~7SSV@BwFNg^G|}&
z{-hcY&L_WHryR0%?QP!%aP1QioLz{=g>ft?o=U>iPsWO@4m^`E0%AUe2C4~+D$Ar9
zy?*qnWX<RpBrEKIZj%K{_wgpSw9&Xq%oDg{MwoTzAX#89Tgorq25x}~Y~NdUg~JY<
zrC3_`GG!n>5PS(eY+e?ib@5anQvo^%`CHCQ)Dj8CE*8Et)f>Je%!6)hT1N?^s{TA!
ziKZ-8@fk<I@X9QhD@y=Jlwj<wkq~GQ;g0mAjAz=q0?wzHU_0S_k<U)g9LwlP#4iQL
z>^%bn1y>L#uG9K#rExWrZeU-pPBMFC1IvuK7ZOmpD<x4ox{Oo*8F3eI@(tKK#qPIA
z&W1M5k?NpFP+P7bdeZPM08^%6MFKNCSVU@tk)z`o6+cxp@1%HxEoLDH0~P_{=?3H4
z7LvzF|Cs-g!u#B?P&y4WKOibKzBIwn1UrociyT|PSml7{CMZGte<*U;#5S{YRU7?g
zT<h0wdW~sKu$uJ*Ro`q#_ZWj-qn9G}@1-6iXGrCJ7r^D^Y(>vY#b>}Rs+J=*HI;*J
zw!Jzaq4N}^D#`{v*#}H3rfsUHx%|k#LUwk4-rHh10x8BN@gNbhR&*k4sIbth!THs=
zf-Z@m@k7n8!b%3_OckV+E>FsM+QO*Xsp*|vQqf$V12_`<yC=#7e_Nrb!~4d**tF1B
z^37J$6?s)OBFprT7d>ThJ)>EyR<fsMVO6ob{6;X0mMue-M=;w5j-dNYf)KWBwp2@$
z|I{WYug6WSW~^aA(LuNU=ZVGbU7g)6vCs`EX2)q2%<(-F6=_a{=h<QHcaPNdPdc>>
z)%H~awz}DH=IAoddK>N0me>M5h0s>O$ea&QE29V&xeg39IxQF$S}Gq;ttmLc&7U^K
zEzA!Ovc39rMq=$MVcYLzi?;49qt3=Adz3DfhzyHY&wTY_Ppa7A=6-BQwp@Gkj(Tx$
z{dq7jBQWG`5y$+ev*jyhWdCtg?0C3+Dc{R;_hqs+h}>s$4=xR&S1eT7LUn}-r@4yx
z$uWZ_!1V;thcJ<UG`ezZfiK%VQazj!-|z5U=&L;Ik=6l7XwC9HnRe*kv2DsO$-Yq|
zCgj+{y<jw_2<1BFdx&LK|EbHfx^0^6UZpm~ZJ`nv?3r%O55vRkt`3+9&Fy(BHf}wd
zU&G{UoO+~&8Qe(R!OoRz!|xyG_K;)E#IJ3Zq4n_^D1jLpG~6{BA{?sls;k?f8QF36
z8;YhJJ?(UuF&Aos_BoH9vlKUyFE3i%w@TffzJ@>AY0u4k+!CJIt?o;@_R{=Nh^e!t
zdq>yaNd2pJyjlmB?RAS?{OcAN&_-@1jXZ>FEx7ths06tkD@tw;VU_<3L8kdY@=*hN
zT4C1ETRkjY^tdH5v$rK&ze`A~5$8^SvH90X{l{fbk|fz1N+UG<0cC|+Y4<_D<idp2
zD#cInvCUrm2Wcf=X_UKuEDzVOFuLAsxOOO|%E9GD?Y%+5Zh6*a;la4%r`d)+Jlg|*
z1kFw9D>mFU^82ZE>Y*`SdGGV*8|(Kb#q6k__!Aa|HLac$8|vrDN8sZh1{(ePxxNM(
zbiaNSi=e#f^>5g`X>at^27vbQ>-O02H=J2ep7g)x$bJO{{r~$2e2gn6Q^vY~uzp`}
z@;<)F|8`sZjwo>A9eZ`+@J^6)Y<Q<K?~KF$$@UIU$gXjU-9L1JhysSO)_J)WJ9GB`
E2iHoxx&QzG

literal 0
HcmV?d00001

diff --git a/index.html b/index.html
index 6e1d4237..fbfc65f0 100644
--- a/index.html
+++ b/index.html
@@ -260,6 +260,7 @@ <h5>Saved Records</h5>
                                                                 <div class="row pe-3">
                                                                     <label class="col-auto ps-0" for="list-to-use">Show:</label>
                                                                     <select class="form-select col" id="list-to-use">
+                                                                        <option value="location">Birds in your region</option>
                                                                         <option value="migrants">Nocturnal Birds</option>
                                                                         <option value="birds">Birds</option>
                                                                         <option value="everything">Everything</option>
diff --git a/js/BirdNet2.4.js b/js/BirdNet2.4.js
index a3061e63..8c6b7039 100644
--- a/js/BirdNet2.4.js
+++ b/js/BirdNet2.4.js
@@ -31,9 +31,6 @@ if (DEBUG) {
 const { height: height, width: width, labels: labels, location: location } = JSON.parse(fs.readFileSync(path.join(__dirname, `../${version}_model_config.json`), "utf8"));
 const appPath = "../" + location + "/";
 const list = e.data.list;
-const lat = e.data.lat;
-const lon = e.data.lon;
-const week = e.data.week;
 const batch = e.data.batchSize;
 const backend = e.data.backend;
 labels.push(...MYSTERIES);
@@ -61,9 +58,9 @@ tf.setBackend(backend).then(async () => {
     myModel.height = height;
     myModel.width = width;
     myModel.labels = labels;
-    myModel.lat = parseFloat(lat);
-    myModel.lon = parseFloat(lon);
-    myModel.week = parseInt(week)
+    myModel.lat = parseFloat(e.data.lat);
+    myModel.lon = parseFloat(e.data.lon);
+    myModel.week = parseInt(e.data.week);
     await myModel.loadModel();
     postMessage({
         message: "update-list",
@@ -209,6 +206,7 @@ class Model {
         const lat = myModel.lat;
         const lon = myModel.lon;
         const week = myModel.week;
+        console.log('lat', lat, 'lon', lon, 'week', week)
         this.mdata_input = tf.tensor([lat, lon, week]).expandDims(0);
         const mdata_prediction = this.metadata_model.predict(this.mdata_input);
         const mdata_probs = await mdata_prediction.data();
@@ -575,7 +573,6 @@ class MelSpecLayerSimple extends tf.layers.Layer {
 
                 return spec;
             })
-            inputList.map(x => x.dispose())
             return tf.stack(specBatch)
         });
     }
diff --git a/js/model.js b/js/model.js
index 58c374f5..a8326bd3 100644
--- a/js/model.js
+++ b/js/model.js
@@ -57,6 +57,9 @@ tf.setBackend(backend).then(async () => {
     myModel = new Model(appPath, list, version);
     myModel.height = height;
     myModel.width = width;
+    myModel.lat = parseFloat(e.data.lat);
+    myModel.lon = parseFloat(e.data.lon);
+    myModel.week = parseInt(e.data.week);
     myModel.labels = labels;
     await myModel.loadModel();
     postMessage({
@@ -128,11 +131,12 @@ response = {
 postMessage(response);
 break;
 }
-            case "list": {myModel.list = e.data.list;
+            case "list": {
+                myModel.list = e.data.list;
 if (DEBUG) {
     console.log(`Setting list to ${myModel.list}`);
 }
-myModel.setList();
+await myModel.setList();
 postMessage({
     message: "update-list",
     blocked: BLOCKED_IDS,
@@ -173,9 +177,14 @@ class Model {
             this.model = await tf.loadGraphModel(this.appPath + 'model.json',
                 { weightPathPrefix: this.appPath });
             this.model_loaded = true;
-            this.setList();
+            
             this.inputShape = [...this.model.inputs[0].shape];
-        }
+            this.metadata_model = await tf.loadGraphModel(path.join(
+                this.appPath, '..', 'BirdNET_GLOBAL_6K_V2.4_Model_TFJS', 'static', 'model', 'mdata', 'model.json'
+            ));
+            this.mdata_labels = JSON.parse(fs.readFileSync(path.join(__dirname, `..`, 'BirdNET_GLOBAL_6K_V2.4_Model_TFJS', 'static', 'model', 'labels.json'), "utf8")); 
+            await this.setList();
+            }
     }
 
     async warmUp(batchSize) {
@@ -191,9 +200,43 @@ class Model {
         return true;
     }
 
-    setList() {
+    async setList() {
         BLOCKED_IDS = [];
-        // get the indices of any items in the blacklist, GRAYLIST
+        if (this.list === "location") {
+            const lat = myModel.lat;
+            const lon = myModel.lon;
+            const week = myModel.week;
+            this.mdata_input = tf.tensor([lat, lon, week]).expandDims(0);
+            const mdata_prediction = this.metadata_model.predict(this.mdata_input);
+            const mdata_probs = await mdata_prediction.data();
+            //const mdata_probs_sorted = mdata_probs.slice().sort().reverse();
+            //console.log('<b>Most common species @ (' + lat + '/' + lon + ') in week ' + week + ':</b>');
+            let count = 0
+            for (let i = 0; i < mdata_probs.length; i++) {
+                const index = i; // mdata_probs.indexOf(mdata_probs_sorted[i]);
+                if (mdata_probs[index] > 0.004) {
+                    count++
+                    DEBUG && console.log('Including:', this.mdata_labels[index] + ': ' + mdata_probs[index]);
+                } else {
+                    const latin = this.mdata_labels[index].split('_')[0];
+                    // Use the reduce() method to accumulate the indices of species containing the latin name
+                    const foundIndices = this.labels.reduce((indices, element, index) => {
+                        if (element.includes(latin)) {
+                            indices.push(index);
+                        }
+                        return indices;
+                    }, []);
+                    foundIndices.forEach(index => {
+                        // If we want an override list...=>
+                        //if (! ['Dotterel', 'Stone-curlew', 'Spotted Crake'].some(this.labels[index])) BLOCKED_IDS.push(index)
+                        BLOCKED_IDS.push(index)
+                        DEBUG && console.log('Excluding: ', index, 'name', this.labels[index], 'probability', mdata_probs[i].toFixed(5) )
+                    })
+                }
+            }
+            NOT_BIRDS.forEach(notBird => {BLOCKED_IDS.push(this.labels.indexOf(notBird)); count++})
+            console.log('Total species considered at this location: ', count)
+        }
         if (this.list === 'birds') {
             // find the position of the blocked items in the label list
             NOT_BIRDS.forEach(notBird => BLOCKED_IDS.push(this.labels.indexOf(notBird)))
diff --git a/js/ui.js b/js/ui.js
index 40449e09..7d8d130f 100644
--- a/js/ui.js
+++ b/js/ui.js
@@ -2089,6 +2089,7 @@ const updateListIcon = () => {
     const icon = listIcon.querySelector('img');
     icon.src = icon.src.replace(/\w+\.png$/, config.list + '.png');
     const states = {
+        location: 'Searching for birds in your region',
         migrants: 'Searching for migrants and owls',
         birds: 'Searching for all birds',
         everything: 'Searching for everything'
@@ -2098,6 +2099,7 @@ const updateListIcon = () => {
 listIcon.addEventListener('click', () => {
     let img = listIcon.querySelector('img')
     const states = {
+        location: 'Searching for birds in your region',
         migrants: 'Searching for migrants and owls',
         birds: 'Searching for all birds',
         everything: 'Searching for everything'
diff --git a/js/worker.js b/js/worker.js
index 9db18788..7cb4b111 100644
--- a/js/worker.js
+++ b/js/worker.js
@@ -1655,7 +1655,7 @@ function spawnWorkers(model, list, batchSize, threads) {
             backend: BACKEND,
             lat: STATE.lat,
             lon: STATE.lon,
-            week: -1 //new Date(1617229255088).getWeekNumber()
+            week: new Date(1617229255088).getWeekNumber()
         })
         worker.onmessage = async (e) => {
             await parseMessage(e)
diff --git a/v2_model_config.json b/v2_model_config.json
index 6bed7515..20fbb4b3 100755
--- a/v2_model_config.json
+++ b/v2_model_config.json
@@ -1 +1 @@
-{"location": "QUANT_2023511_Augs~00100_EfficientNetV2B0_SigmoidFocalCrossentropy_256x384_Adam_408", "height": 256, "width": 384, "labels": ["Acanthis cabaret_Lesser Redpoll (call)", "Acanthis cabaret_Lesser Redpoll (song)", "Acanthis flammea_Common Redpoll", "Acanthis hornemanni_Arctic Redpoll", "Accipiter gentilis_Goshawk", "Accipiter nisus_Sparrowhawk", "Acrocephalus dumetorum_Blyth's Reed Warbler", "Acrocephalus paludicola_Aquatic Warbler (song)", "Acrocephalus palustris_Marsh Warbler (call)", "Acrocephalus palustris_Marsh Warbler (song)", "Acrocephalus schoenobaenus_Sedge Warbler (call)", "Acrocephalus schoenobaenus_Sedge Warbler (song)", "Acrocephalus scirpaceus_Reed Warbler (call)", "Acrocephalus scirpaceus_Reed Warbler (song)", "Actitis hypoleucos_Common Sandpiper", "Actitis macularius_Spotted Sandpiper", "Aegithalos caudatus_Long-tailed Tit", "Aix galericulata_Mandarin Duck", "Alauda arvensis_Skylark (call)", "Alauda arvensis_Skylark (song)", "Alca torda_Razorbill", "Alcedo atthis_Kingfisher", "Alectoris rufa_Red-legged Partridge (call)", "Alectoris rufa_Red-legged Partridge (song)", "Alopochen aegyptiaca_Egyptian Goose", "Ambient Noise_Ambient Noise", "Anas acuta_Pintail", "Anas carolinensis_Green-winged Teal", "Anas crecca_Teal", "Anas platyrhynchos_Mallard", "Animal_Animal", "Anser albifrons_White-fronted Goose", "Anser anser_Greylag Goose", "Anser brachyrhynchus_Pink-footed Goose", "Anser caerulescens_Snow Goose", "Anser fabalis_Taiga Bean Goose", "Anser serrirostris_Tundra Bean Goose", "Anthus hodgsoni_Olive-backed Pipit (call)", "Anthus hodgsoni_Olive-backed Pipit (song)", "Anthus petrosus_Rock Pipit", "Anthus pratensis_Meadow Pipit (call)", "Anthus pratensis_Meadow Pipit (song)", "Anthus richardi_Richard's Pipit (call)", "Anthus richardi_Richard's Pipit (song)", "Anthus spinoletta_Water Pipit", "Anthus trivialis_Tree Pipit (call)", "Anthus trivialis_Tree Pipit (song)", "Apus apus_Swift", "Aquila chrysaetos_Golden Eagle", "Ardea alba_Great White Egret", "Ardea cinerea_Grey Heron", "Ardea purpurea_Purple Heron", "Arenaria interpres_Turnstone", "Asio flammeus_Short-eared Owl", "Asio otus_Long-eared Owl", "Athene noctua_Little Owl", "Aythya collaris_Ring-necked Duck", "Aythya ferina_Pochard", "Aythya fuligula_Tufted Duck", "Bombycilla garrulus_Waxwing", "Botaurus stellaris_Bittern (booming)", "Botaurus stellaris_Bittern (call)", "Branta bernicla_Brent Goose", "Branta canadensis_Canada Goose", "Branta leucopsis_Barnacle Goose", "Bubo bubo_Eurasian Eagle-Owl", "Bubulcus ibis_Cattle Egret", "Bucephala clangula_Goldeneye", "Burhinus oedicnemus_Stone-curlew", "Buteo buteo_Buzzard", "Buteo lagopus_Rough-legged Buzzard", "Calandrella brachydactyla_Short-toed Lark (call)", "Calandrella brachydactyla_Short-toed Lark (song)", "Calcarius lapponicus_Lapland Bunting (call)", "Calcarius lapponicus_Lapland Bunting (song)", "Calidris alba_Sanderling", "Calidris alpina_Dunlin", "Calidris canutus_Knot", "Calidris ferruginea_Curlew Sandpiper", "Calidris fuscicollis_White-rumped Sandpiper", "Calidris maritima_Purple Sandpiper", "Calidris melanotos_Pectoral Sandpiper", "Calidris minuta_Little Stint", "Calidris pugnax_Ruff", "Calidris pusilla_Semipalmated Sandpiper", "Calidris temminckii_Temminck's Stint", "Caprimulgus europaeus_Nightjar (call)", "Caprimulgus europaeus_Nightjar (song)", "Caprimulgus ruficollis_Red-necked Nightjar (call)", "Caprimulgus ruficollis_Red-necked Nightjar (song)", "Carduelis carduelis_Goldfinch (call)", "Carduelis carduelis_Goldfinch (song)", "Carpodacus erythrinus_Common Rosefinch (call)", "Carpodacus erythrinus_Common Rosefinch (song)", "Cat_Cat", "Cecropis daurica_Red-rumped Swallow (call)", "Cecropis daurica_Red-rumped Swallow (song)", "Certhia familiaris_Treecreeper (call)", "Certhia familiaris_Treecreeper (song)", "Cettia cetti_Cetti's Warbler (call)", "Cettia cetti_Cetti's Warbler (song)", "Charadrius alexandrinus_Kentish Plover", "Charadrius dubius_Little Ringed Plover", "Charadrius hiaticula_Ringed Plover", "Charadrius morinellus_Dotterel", "Chlidonias leucopterus_White-winged Black Tern", "Chlidonias niger_Black Tern", "Chloris chloris_Greenfinch (call)", "Chloris chloris_Greenfinch (song)", "Chroicocephalus ridibundus_Black-headed Gull", "Church Bells_Church Bells", "Ciconia ciconia_White Stork", "Cinclus cinclus_Dipper (call)", "Cinclus cinclus_Dipper (song)", "Circus aeruginosus_Marsh Harrier", "Circus cyaneus_Hen Harrier", "Circus pygargus_Montagu's Harrier", "Clangula hyemalis_Long-tailed Duck", "Coccothraustes coccothraustes_Hawfinch (call)", "Coccothraustes coccothraustes_Hawfinch (song)", "Coloeus monedula_Jackdaw", "Columba livia_Rock Dove", "Columba oenas_Stock Dove", "Columba palumbus_Woodpigeon", "Corvus corax_Raven", "Corvus corone_Carrion Crow", "Corvus frugilegus_Rook", "Coturnix coturnix_Quail (call)", "Coturnix coturnix_Quail (song)", "Cough_Cough", "Crex crex_Corncrake", "Cuculus canorus_Cuckoo (call)", "Cuculus canorus_Cuckoo (song)", "Cyanistes caeruleus_Blue Tit (call)", "Cyanistes caeruleus_Blue Tit (song)", "Cygnus columbianus_Bewick's Swan", "Cygnus cygnus_Whooper Swan", "Cygnus olor_Mute Swan", "Delichon urbicum_House Martin", "Dendrocopos major_Great Spotted Woodpecker", "Dog_Dog", "Dryobates minor_Lesser Spotted Woodpecker", "Egretta garzetta_Little Egret", "Emberiza calandra_Corn Bunting (call)", "Emberiza calandra_Corn Bunting (song)", "Emberiza cirlus_Cirl Bunting (call)", "Emberiza cirlus_Cirl Bunting (song)", "Emberiza citrinella_Yellowhammer (call)", "Emberiza citrinella_Yellowhammer (song)", "Emberiza hortulana_Ortolan Bunting (call)", "Emberiza hortulana_Ortolan Bunting (song)", "Emberiza pusilla_Little Bunting (call)", "Emberiza pusilla_Little Bunting (song)", "Emberiza schoeniclus_Reed Bunting (call)", "Emberiza schoeniclus_Reed Bunting (song)", "Eremophila alpestris_Shore Lark (call)", "Eremophila alpestris_Shore Lark (song)", "Erithacus rubecula_Robin (call)", "Erithacus rubecula_Robin (flight call)", "Erithacus rubecula_Robin (song)", "Falco columbarius_Merlin", "Falco peregrinus_Peregrine", "Falco subbuteo_Hobby", "Falco tinnunculus_Kestrel", "Ficedula hypoleuca_Pied Flycatcher (call)", "Ficedula hypoleuca_Pied Flycatcher (song)", "Ficedula parva_Red-breasted Flycatcher (call)", "Ficedula parva_Red-breasted Flycatcher (song)", "Fringilla coelebs_Chaffinch (call)", "Fringilla coelebs_Chaffinch (song)", "Fringilla montifringilla_Brambling", "Fulica atra_Coot", "Fulmarus glacialis_Fulmar", "Gallinago gallinago_Snipe", "Gallinula chloropus_Moorhen", "Garrulus glandarius_Jay", "Gavia immer_Great Northern Diver", "Gavia stellata_Red-throated Diver", "Gelochelidon nilotica_Gull-billed Tern", "Glareola pratincola_Collared Pratincole", "Grus grus_Crane", "Haematopus ostralegus_Oystercatcher", "Haliaeetus albicilla_White-tailed Eagle", "Himantopus himantopus_Black-winged Stilt", "Hippolais icterina_Icterine Warbler (call)", "Hippolais icterina_Icterine Warbler (song)", "Hippolais polyglotta_Melodious Warbler (call)", "Hippolais polyglotta_Melodious Warbler (song)", "Hirundo rustica_Swallow", "Human_Human", "Hydrocoloeus minutus_Little Gull", "Ichthyaetus melanocephalus_Mediterranean Gull", "Ixobrychus minutus_Little Bittern (call)", "Ixobrychus minutus_Little Bittern (song)", "Jynx torquilla_Wryneck", "Lagopus lagopus_Red Grouse (call)", "Lagopus lagopus_Red Grouse (song)", "Lagopus muta_Ptarmigan", "Lanius collurio_Red-backed Shrike", "Lanius excubitor_Great Grey Shrike", "Lanius senator_Woodchat Shrike", "Larus argentatus_Herring Gull", "Larus cachinnans_Caspian Gull", "Larus canus_Common Gull", "Larus delawarensis_Ring-billed Gull", "Larus fuscus_Lesser Black-backed Gull", "Larus hyperboreus_Glaucous Gull", "Larus marinus_Great Black-backed Gull", "Larus michahellis_Yellow-legged Gull", "Laugh_Laugh", "Limosa lapponica_Bar-tailed Godwit", "Limosa limosa_Black-tailed Godwit", "Linaria cannabina_Linnet", "Linaria flavirostris_Twite", "Locustella luscinioides_Savi's Warbler", "Locustella naevia_Grasshopper Warbler (call)", "Locustella naevia_Grasshopper Warbler (song)", "Lophophanes cristatus_Crested Tit (call)", "Lophophanes cristatus_Crested Tit (song)", "Loxia curvirostra_Common Crossbill", "Loxia leucoptera_Two-barred Crossbill", "Loxia pytyopsittacus_Parrot Crossbill", "Loxia scotica_Scottish Crossbill", "Lullula arborea_Woodlark (call)", "Lullula arborea_Woodlark (song)", "Luscinia megarhynchos_Nightingale (call)", "Luscinia megarhynchos_Nightingale (song)", "Luscinia svecica_Bluethroat (call)", "Luscinia svecica_Bluethroat (song)", "Lymnocryptes minimus_Jack Snipe", "Lyrurus tetrix_Black Grouse", "Mareca americana_American Wigeon", "Mareca penelope_Wigeon", "Mareca strepera_Gadwall", "Melanitta nigra_Common Scoter", "Mergus merganser_Goosander", "Mergus serrator_Red-breasted Merganser", "Merops apiaster_Bee-eater", "Milvus migrans_Black Kite", "Milvus milvus_Red Kite", "Morus bassanus_Gannet", "Motacilla alba_Pied Wagtail", "Motacilla cinerea_Grey Wagtail (call)", "Motacilla cinerea_Grey Wagtail (song)", "Motacilla citreola_Citrine Wagtail", "Motacilla flava_Yellow Wagtail", "Muscicapa striata_Spotted Flycatcher", "Netta rufina_Red-crested Pochard", "Numenius arquata_Curlew", "Numenius phaeopus_Whimbrel", "Nycticorax nycticorax_Night Heron", "Oenanthe hispanica_Black-eared Wheatear", "Oenanthe oenanthe_Wheatear (call)", "Oenanthe oenanthe_Wheatear (song)", "Oriolus oriolus_Golden Oriole (call)", "Oriolus oriolus_Golden Oriole (song)", "Pandion haliaetus_Osprey", "Panurus biarmicus_Bearded Tit", "Parus major_Great Tit (call)", "Parus major_Great Tit (song)", "Passer domesticus_House Sparrow", "Passer montanus_Tree Sparrow", "Pastor roseus_Rose-coloured Starling", "Perdix perdix_Grey Partridge", "Periparus ater_Coal Tit (call)", "Periparus ater_Coal Tit (song)", "Pernis apivorus_Honey-buzzard", "Phalacrocorax carbo_Cormorant", "Phalaropus fulicarius_Grey Phalarope", "Phalaropus lobatus_Red-necked Phalarope", "Phasianus colchicus_Pheasant", "Phoenicurus ochruros_Black Redstart (call)", "Phoenicurus ochruros_Black Redstart (song)", "Phoenicurus phoenicurus_Redstart (call)", "Phoenicurus phoenicurus_Redstart (song)", "Phylloscopus borealis_Arctic Warbler", "Phylloscopus collybita_Chiffchaff (call)", "Phylloscopus collybita_Chiffchaff (song)", "Phylloscopus fuscatus_Dusky Warbler (call)", "Phylloscopus fuscatus_Dusky Warbler (song)", "Phylloscopus ibericus_Iberian Chiffchaff (call)", "Phylloscopus ibericus_Iberian Chiffchaff (song)", "Phylloscopus inornatus_Yellow-browed Warbler (call)", "Phylloscopus inornatus_Yellow-browed Warbler (song)", "Phylloscopus proregulus_Pallas's Warbler (call)", "Phylloscopus proregulus_Pallas's Warbler (song)", "Phylloscopus schwarzi_Radde's Warbler", "Phylloscopus sibilatrix_Wood Warbler (call)", "Phylloscopus sibilatrix_Wood Warbler (song)", "Phylloscopus trochiloides_Greenish Warbler (call)", "Phylloscopus trochiloides_Greenish Warbler (song)", "Phylloscopus trochilus_Willow Warbler (call)", "Phylloscopus trochilus_Willow Warbler (song)", "Pica pica_Magpie", "Picus viridis_Green Woodpecker", "Platalea leucorodia_Spoonbill", "Plectrophenax nivalis_Snow Bunting (call)", "Plectrophenax nivalis_Snow Bunting (song)", "Plegadis falcinellus_Glossy Ibis", "Pluvialis apricaria_Golden Plover", "Pluvialis dominica_American Golden Plover", "Pluvialis squatarola_Grey Plover", "Podiceps auritus_Slavonian Grebe (call)", "Podiceps auritus_Slavonian Grebe (song)", "Podiceps cristatus_Great Crested Grebe", "Podiceps grisegena_Red-necked Grebe (call)", "Podiceps grisegena_Red-necked Grebe (song)", "Podiceps nigricollis_Black-necked Grebe", "Poecile montanus_Willow Tit (call)", "Poecile montanus_Willow Tit (song)", "Poecile palustris_Marsh Tit", "Porzana porzana_Spotted Crake", "Porzana pusilla_Baillon's Crake", "Prunella modularis_Dunnock (call)", "Prunella modularis_Dunnock (song)", "Psittacula krameri_Ring-necked Parakeet", "Puffinus puffinus_Manx Shearwater", "Pyrrhocorax pyrrhocorax_Chough", "Pyrrhula pyrrhula_Bullfinch", "Rain_Rain", "Rallus aquaticus_Water Rail", "Recurvirostra avosetta_Avocet", "Red Fox_Red Fox", "Regulus ignicapilla_Firecrest (call)", "Regulus ignicapilla_Firecrest (song)", "Regulus regulus_Goldcrest (call)", "Regulus regulus_Goldcrest (song)", "Remiz pendulinus_Penduline Tit", "Riparia riparia_Sand Martin", "Rissa tridactyla_Kittiwake", "Saxicola rubetra_Whinchat (call)", "Saxicola rubetra_Whinchat (song)", "Saxicola rubicola_Stonechat (call)", "Saxicola rubicola_Stonechat (song)", "Scolopax rusticola_Woodcock", "Serinus serinus_Serin (call)", "Serinus serinus_Serin (song)", "Sitta europaea_Nuthatch", "Sneeze_Sneeze", "Snoring_Snoring", "Somateria mollissima_Eider", "Spatula clypeata_Shoveler", "Spatula discors_Blue-winged Teal", "Spatula querquedula_Garganey", "Spinus spinus_Siskin", "Stercorarius longicaudus_Long-tailed Skua", "Stercorarius parasiticus_Arctic Skua", "Stercorarius skua_Great Skua", "Sterna dougallii_Roseate Tern", "Sterna hirundo_Common Tern", "Sterna paradisaea_Arctic Tern", "Sternula albifrons_Little Tern", "Streptopelia decaocto_Collared Dove", "Streptopelia turtur_Turtle Dove", "Strix aluco_Tawny Owl", "Sturnus vulgaris_Starling", "Sylvia atricapilla_Blackcap (call)", "Sylvia atricapilla_Blackcap (song)", "Sylvia borin_Garden Warbler (call)", "Sylvia borin_Garden Warbler (song)", "Sylvia cantillans_Subalpine Warbler (call)", "Sylvia cantillans_Subalpine Warbler (song)", "Sylvia communis_Whitethroat (call)", "Sylvia communis_Whitethroat (song)", "Sylvia curruca_Lesser Whitethroat (call)", "Sylvia curruca_Lesser Whitethroat (song)", "Sylvia nisoria_Barred Warbler (call)", "Sylvia nisoria_Barred Warbler (song)", "Sylvia undata_Dartford Warbler (call)", "Sylvia undata_Dartford Warbler (song)", "Tachybaptus ruficollis_Little Grebe", "Tachymarptis melba_Alpine Swift", "Tadorna ferruginea_Ruddy Shelduck", "Tadorna tadorna_Shelduck", "Tarsiger cyanurus_Red-flanked Bluetail (call)", "Tarsiger cyanurus_Red-flanked Bluetail (song)", "Tetrao urogallus_Capercaillie", "Thalasseus sandvicensis_Sandwich Tern", "Thunder_Thunder", "Tringa erythropus_Spotted Redshank", "Tringa glareola_Wood Sandpiper", "Tringa nebularia_Greenshank", "Tringa ochropus_Green Sandpiper", "Tringa totanus_Redshank", "Troglodytes troglodytes_Wren (call)", "Troglodytes troglodytes_Wren (song)", "Turdus iliacus_Redwing (call)", "Turdus iliacus_Redwing (song)", "Turdus merula_Blackbird (call)", "Turdus merula_Blackbird (flight call)", "Turdus merula_Blackbird (song)", "Turdus philomelos_Song Thrush (call)", "Turdus philomelos_Song Thrush (song)", "Turdus pilaris_Fieldfare (call)", "Turdus pilaris_Fieldfare (song)", "Turdus torquatus_Ring Ouzel (call)", "Turdus torquatus_Ring Ouzel (song)", "Turdus viscivorus_Mistle Thrush (call)", "Turdus viscivorus_Mistle Thrush (song)", "Tyto alba_Barn Owl", "Upupa epops_Hoopoe", "Uria aalge_Guillemot", "Vanellus vanellus_Lapwing", "Vehicle_Vehicle", "Water Drops_Water Drops", "Waves_Waves", "Wind_Wind", "Xema sabini_Sabine's Gull"]}
\ No newline at end of file
+{"location": "QUANT_2023511_Augs~00100_EfficientNetV2B0_SigmoidFocalCrossentropy_256x384_Adam_408", "height": 256, "width": 384, "labels": ["Acanthis cabaret_Lesser Redpoll (call)", "Acanthis cabaret_Lesser Redpoll (song)", "Acanthis flammea_Common Redpoll", "Acanthis hornemanni_Arctic Redpoll", "Accipiter gentilis_Goshawk", "Accipiter nisus_Sparrowhawk", "Acrocephalus dumetorum_Blyth's Reed Warbler", "Acrocephalus paludicola_Aquatic Warbler (song)", "Acrocephalus palustris_Marsh Warbler (call)", "Acrocephalus palustris_Marsh Warbler (song)", "Acrocephalus schoenobaenus_Sedge Warbler (call)", "Acrocephalus schoenobaenus_Sedge Warbler (song)", "Acrocephalus scirpaceus_Reed Warbler (call)", "Acrocephalus scirpaceus_Reed Warbler (song)", "Actitis hypoleucos_Common Sandpiper", "Actitis macularius_Spotted Sandpiper", "Aegithalos caudatus_Long-tailed Tit", "Aix galericulata_Mandarin Duck", "Alauda arvensis_Skylark (call)", "Alauda arvensis_Skylark (song)", "Alca torda_Razorbill", "Alcedo atthis_Kingfisher", "Alectoris rufa_Red-legged Partridge (call)", "Alectoris rufa_Red-legged Partridge (song)", "Alopochen aegyptiaca_Egyptian Goose", "Ambient Noise_Ambient Noise", "Anas acuta_Pintail", "Anas carolinensis_Green-winged Teal", "Anas crecca_Teal", "Anas platyrhynchos_Mallard", "Animal_Animal", "Anser albifrons_White-fronted Goose", "Anser anser_Greylag Goose", "Anser brachyrhynchus_Pink-footed Goose", "Anser caerulescens_Snow Goose", "Anser fabalis_Taiga Bean Goose", "Anser serrirostris_Tundra Bean Goose", "Anthus hodgsoni_Olive-backed Pipit (call)", "Anthus hodgsoni_Olive-backed Pipit (song)", "Anthus petrosus_Rock Pipit", "Anthus pratensis_Meadow Pipit (call)", "Anthus pratensis_Meadow Pipit (song)", "Anthus richardi_Richard's Pipit (call)", "Anthus richardi_Richard's Pipit (song)", "Anthus spinoletta_Water Pipit", "Anthus trivialis_Tree Pipit (call)", "Anthus trivialis_Tree Pipit (song)", "Apus apus_Swift", "Aquila chrysaetos_Golden Eagle", "Ardea alba_Great White Egret", "Ardea cinerea_Grey Heron", "Ardea purpurea_Purple Heron", "Arenaria interpres_Turnstone", "Asio flammeus_Short-eared Owl", "Asio otus_Long-eared Owl", "Athene noctua_Little Owl", "Aythya collaris_Ring-necked Duck", "Aythya ferina_Pochard", "Aythya fuligula_Tufted Duck", "Bombycilla garrulus_Waxwing", "Botaurus stellaris_Bittern (booming)", "Botaurus stellaris_Bittern (call)", "Branta bernicla_Brent Goose", "Branta canadensis_Canada Goose", "Branta leucopsis_Barnacle Goose", "Bubo bubo_Eurasian Eagle-Owl", "Bubulcus ibis_Cattle Egret", "Bucephala clangula_Goldeneye", "Burhinus oedicnemus_Stone-curlew", "Buteo buteo_Buzzard", "Buteo lagopus_Rough-legged Buzzard", "Calandrella brachydactyla_Short-toed Lark (call)", "Calandrella brachydactyla_Short-toed Lark (song)", "Calcarius lapponicus_Lapland Bunting (call)", "Calcarius lapponicus_Lapland Bunting (song)", "Calidris alba_Sanderling", "Calidris alpina_Dunlin", "Calidris canutus_Knot", "Calidris ferruginea_Curlew Sandpiper", "Calidris fuscicollis_White-rumped Sandpiper", "Calidris maritima_Purple Sandpiper", "Calidris melanotos_Pectoral Sandpiper", "Calidris minuta_Little Stint", "Calidris pugnax_Ruff", "Calidris pusilla_Semipalmated Sandpiper", "Calidris temminckii_Temminck's Stint", "Caprimulgus europaeus_Nightjar (call)", "Caprimulgus europaeus_Nightjar (song)", "Caprimulgus ruficollis_Red-necked Nightjar (call)", "Caprimulgus ruficollis_Red-necked Nightjar (song)", "Carduelis carduelis_Goldfinch (call)", "Carduelis carduelis_Goldfinch (song)", "Carpodacus erythrinus_Common Rosefinch (call)", "Carpodacus erythrinus_Common Rosefinch (song)", "Cat_Cat", "Cecropis daurica_Red-rumped Swallow (call)", "Cecropis daurica_Red-rumped Swallow (song)", "Certhia familiaris_Treecreeper (call)", "Certhia familiaris_Treecreeper (song)", "Cettia cetti_Cetti's Warbler (call)", "Cettia cetti_Cetti's Warbler (song)", "Charadrius alexandrinus_Kentish Plover", "Charadrius dubius_Little Ringed Plover", "Charadrius hiaticula_Ringed Plover", "Charadrius morinellus_Dotterel", "Chlidonias leucopterus_White-winged Black Tern", "Chlidonias niger_Black Tern", "Chloris chloris_Greenfinch (call)", "Chloris chloris_Greenfinch (song)", "Chroicocephalus ridibundus_Black-headed Gull", "Church Bells_Church Bells", "Ciconia ciconia_White Stork", "Cinclus cinclus_Dipper (call)", "Cinclus cinclus_Dipper (song)", "Circus aeruginosus_Marsh Harrier", "Circus cyaneus_Hen Harrier", "Circus pygargus_Montagu's Harrier", "Clangula hyemalis_Long-tailed Duck", "Coccothraustes coccothraustes_Hawfinch (call)", "Coccothraustes coccothraustes_Hawfinch (song)", "Coloeus monedula_Jackdaw", "Columba livia_Rock Dove", "Columba oenas_Stock Dove", "Columba palumbus_Woodpigeon", "Corvus corax_Raven", "Corvus corone_Carrion Crow", "Corvus frugilegus_Rook", "Coturnix coturnix_Quail (call)", "Coturnix coturnix_Quail (song)", "Cough_Cough", "Crex crex_Corncrake", "Cuculus canorus_Cuckoo (call)", "Cuculus canorus_Cuckoo (song)", "Cyanistes caeruleus_Blue Tit (call)", "Cyanistes caeruleus_Blue Tit (song)", "Cygnus columbianus_Bewick's Swan", "Cygnus cygnus_Whooper Swan", "Cygnus olor_Mute Swan", "Delichon urbicum_House Martin", "Dendrocopos major_Great Spotted Woodpecker", "Dog_Dog", "Dryobates minor_Lesser Spotted Woodpecker", "Egretta garzetta_Little Egret", "Emberiza calandra_Corn Bunting (call)", "Emberiza calandra_Corn Bunting (song)", "Emberiza cirlus_Cirl Bunting (call)", "Emberiza cirlus_Cirl Bunting (song)", "Emberiza citrinella_Yellowhammer (call)", "Emberiza citrinella_Yellowhammer (song)", "Emberiza hortulana_Ortolan Bunting (call)", "Emberiza hortulana_Ortolan Bunting (song)", "Emberiza pusilla_Little Bunting (call)", "Emberiza pusilla_Little Bunting (song)", "Emberiza schoeniclus_Reed Bunting (call)", "Emberiza schoeniclus_Reed Bunting (song)", "Eremophila alpestris_Shore Lark (call)", "Eremophila alpestris_Shore Lark (song)", "Erithacus rubecula_Robin (call)", "Erithacus rubecula_Robin (flight call)", "Erithacus rubecula_Robin (song)", "Falco columbarius_Merlin", "Falco peregrinus_Peregrine", "Falco subbuteo_Hobby", "Falco tinnunculus_Kestrel", "Ficedula hypoleuca_Pied Flycatcher (call)", "Ficedula hypoleuca_Pied Flycatcher (song)", "Ficedula parva_Red-breasted Flycatcher (call)", "Ficedula parva_Red-breasted Flycatcher (song)", "Fringilla coelebs_Chaffinch (call)", "Fringilla coelebs_Chaffinch (song)", "Fringilla montifringilla_Brambling", "Fulica atra_Coot", "Fulmarus glacialis_Fulmar", "Gallinago gallinago_Snipe", "Gallinula chloropus_Moorhen", "Garrulus glandarius_Jay", "Gavia immer_Great Northern Diver", "Gavia stellata_Red-throated Diver", "Gelochelidon nilotica_Gull-billed Tern", "Glareola pratincola_Collared Pratincole", "Grus grus_Crane", "Haematopus ostralegus_Oystercatcher", "Haliaeetus albicilla_White-tailed Eagle", "Himantopus himantopus_Black-winged Stilt", "Hippolais icterina_Icterine Warbler (call)", "Hippolais icterina_Icterine Warbler (song)", "Hippolais polyglotta_Melodious Warbler (call)", "Hippolais polyglotta_Melodious Warbler (song)", "Hirundo rustica_Swallow", "Human_Human", "Hydrocoloeus minutus_Little Gull", "Ichthyaetus melanocephalus_Mediterranean Gull", "Ixobrychus minutus_Little Bittern (call)", "Ixobrychus minutus_Little Bittern (song)", "Jynx torquilla_Wryneck", "Lagopus lagopus_Red Grouse (call)", "Lagopus lagopus_Red Grouse (song)", "Lagopus muta_Ptarmigan", "Lanius collurio_Red-backed Shrike", "Lanius excubitor_Great Grey Shrike", "Lanius senator_Woodchat Shrike", "Larus argentatus_Herring Gull", "Larus cachinnans_Caspian Gull", "Larus canus_Common Gull", "Larus delawarensis_Ring-billed Gull", "Larus fuscus_Lesser Black-backed Gull", "Larus hyperboreus_Glaucous Gull", "Larus marinus_Great Black-backed Gull", "Larus michahellis_Yellow-legged Gull", "Laugh_Laugh", "Limosa lapponica_Bar-tailed Godwit", "Limosa limosa_Black-tailed Godwit", "Linaria cannabina_Linnet", "Linaria flavirostris_Twite", "Locustella luscinioides_Savi's Warbler", "Locustella naevia_Grasshopper Warbler (call)", "Locustella naevia_Grasshopper Warbler (song)", "Lophophanes cristatus_Crested Tit (call)", "Lophophanes cristatus_Crested Tit (song)", "Loxia curvirostra_Common Crossbill", "Loxia leucoptera_Two-barred Crossbill", "Loxia pytyopsittacus_Parrot Crossbill", "Loxia scotica_Scottish Crossbill", "Lullula arborea_Woodlark (call)", "Lullula arborea_Woodlark (song)", "Luscinia megarhynchos_Nightingale (call)", "Luscinia megarhynchos_Nightingale (song)", "Luscinia svecica_Bluethroat (call)", "Luscinia svecica_Bluethroat (song)", "Lymnocryptes minimus_Jack Snipe", "Lyrurus tetrix_Black Grouse", "Mareca americana_American Wigeon", "Mareca penelope_Wigeon", "Mareca strepera_Gadwall", "Melanitta nigra_Common Scoter", "Mergus merganser_Goosander", "Mergus serrator_Red-breasted Merganser", "Merops apiaster_Bee-eater", "Milvus migrans_Black Kite", "Milvus milvus_Red Kite", "Morus bassanus_Gannet", "Motacilla alba_Pied Wagtail", "Motacilla cinerea_Grey Wagtail (call)", "Motacilla cinerea_Grey Wagtail (song)", "Motacilla citreola_Citrine Wagtail", "Motacilla flava_Yellow Wagtail", "Muscicapa striata_Spotted Flycatcher", "Netta rufina_Red-crested Pochard", "Numenius arquata_Curlew", "Numenius phaeopus_Whimbrel", "Nycticorax nycticorax_Night Heron", "Oenanthe hispanica_Black-eared Wheatear", "Oenanthe oenanthe_Wheatear (call)", "Oenanthe oenanthe_Wheatear (song)", "Oriolus oriolus_Golden Oriole (call)", "Oriolus oriolus_Golden Oriole (song)", "Pandion haliaetus_Osprey", "Panurus biarmicus_Bearded Tit", "Parus major_Great Tit (call)", "Parus major_Great Tit (song)", "Passer domesticus_House Sparrow", "Passer montanus_Tree Sparrow", "Pastor roseus_Rose-coloured Starling", "Perdix perdix_Grey Partridge", "Periparus ater_Coal Tit (call)", "Periparus ater_Coal Tit (song)", "Pernis apivorus_Honey-buzzard", "Phalacrocorax carbo_Cormorant", "Phalaropus fulicarius_Grey Phalarope", "Phalaropus lobatus_Red-necked Phalarope", "Phasianus colchicus_Pheasant", "Phoenicurus ochruros_Black Redstart (call)", "Phoenicurus ochruros_Black Redstart (song)", "Phoenicurus phoenicurus_Redstart (call)", "Phoenicurus phoenicurus_Redstart (song)", "Phylloscopus borealis_Arctic Warbler", "Phylloscopus collybita_Chiffchaff (call)", "Phylloscopus collybita_Chiffchaff (song)", "Phylloscopus fuscatus_Dusky Warbler (call)", "Phylloscopus fuscatus_Dusky Warbler (song)", "Phylloscopus ibericus_Iberian Chiffchaff (call)", "Phylloscopus ibericus_Iberian Chiffchaff (song)", "Phylloscopus inornatus_Yellow-browed Warbler (call)", "Phylloscopus inornatus_Yellow-browed Warbler (song)", "Phylloscopus proregulus_Pallas's Warbler (call)", "Phylloscopus proregulus_Pallas's Warbler (song)", "Phylloscopus schwarzi_Radde's Warbler", "Phylloscopus sibilatrix_Wood Warbler (call)", "Phylloscopus sibilatrix_Wood Warbler (song)", "Phylloscopus trochiloides_Greenish Warbler (call)", "Phylloscopus trochiloides_Greenish Warbler (song)", "Phylloscopus trochilus_Willow Warbler (call)", "Phylloscopus trochilus_Willow Warbler (song)", "Pica pica_Magpie", "Picus viridis_Green Woodpecker", "Platalea leucorodia_Spoonbill", "Plectrophenax nivalis_Snow Bunting (call)", "Plectrophenax nivalis_Snow Bunting (song)", "Plegadis falcinellus_Glossy Ibis", "Pluvialis apricaria_Golden Plover", "Pluvialis dominica_American Golden Plover", "Pluvialis squatarola_Grey Plover", "Podiceps auritus_Slavonian Grebe (call)", "Podiceps auritus_Slavonian Grebe (song)", "Podiceps cristatus_Great Crested Grebe", "Podiceps grisegena_Red-necked Grebe (call)", "Podiceps grisegena_Red-necked Grebe (song)", "Podiceps nigricollis_Black-necked Grebe", "Poecile montanus_Willow Tit (call)", "Poecile montanus_Willow Tit (song)", "Poecile palustris_Marsh Tit", "Porzana porzana_Spotted Crake", "Zapornia pusilla_Baillon's Crake", "Prunella modularis_Dunnock (call)", "Prunella modularis_Dunnock (song)", "Psittacula krameri_Ring-necked Parakeet", "Puffinus puffinus_Manx Shearwater", "Pyrrhocorax pyrrhocorax_Chough", "Pyrrhula pyrrhula_Bullfinch", "Rain_Rain", "Rallus aquaticus_Water Rail", "Recurvirostra avosetta_Avocet", "Red Fox_Red Fox", "Regulus ignicapilla_Firecrest (call)", "Regulus ignicapilla_Firecrest (song)", "Regulus regulus_Goldcrest (call)", "Regulus regulus_Goldcrest (song)", "Remiz pendulinus_Penduline Tit", "Riparia riparia_Sand Martin", "Rissa tridactyla_Kittiwake", "Saxicola rubetra_Whinchat (call)", "Saxicola rubetra_Whinchat (song)", "Saxicola rubicola_Stonechat (call)", "Saxicola rubicola_Stonechat (song)", "Scolopax rusticola_Woodcock", "Serinus serinus_Serin (call)", "Serinus serinus_Serin (song)", "Sitta europaea_Nuthatch", "Sneeze_Sneeze", "Snoring_Snoring", "Somateria mollissima_Eider", "Spatula clypeata_Shoveler", "Spatula discors_Blue-winged Teal", "Spatula querquedula_Garganey", "Spinus spinus_Siskin", "Stercorarius longicaudus_Long-tailed Skua", "Stercorarius parasiticus_Arctic Skua", "Stercorarius skua_Great Skua", "Sterna dougallii_Roseate Tern", "Sterna hirundo_Common Tern", "Sterna paradisaea_Arctic Tern", "Sternula albifrons_Little Tern", "Streptopelia decaocto_Collared Dove", "Streptopelia turtur_Turtle Dove", "Strix aluco_Tawny Owl", "Sturnus vulgaris_Starling", "Sylvia atricapilla_Blackcap (call)", "Sylvia atricapilla_Blackcap (song)", "Sylvia borin_Garden Warbler (call)", "Sylvia borin_Garden Warbler (song)", "Curruca cantillans_Subalpine Warbler (call)", "Curruca cantillans_Subalpine Warbler (song)", "Curruca communis_Whitethroat (call)", "Curruca communis_Whitethroat (song)", "Curruca curruca_Lesser Whitethroat (call)", "Curruca curruca_Lesser Whitethroat (song)", "Curruca nisoria_Barred Warbler (call)", "Curruca nisoria_Barred Warbler (song)", "Curruca undata_Dartford Warbler (call)", "Curruca undata_Dartford Warbler (song)", "Tachybaptus ruficollis_Little Grebe", "Apus melba_Alpine Swift", "Tadorna ferruginea_Ruddy Shelduck", "Tadorna tadorna_Shelduck", "Tarsiger cyanurus_Red-flanked Bluetail (call)", "Tarsiger cyanurus_Red-flanked Bluetail (song)", "Tetrao urogallus_Capercaillie", "Thalasseus sandvicensis_Sandwich Tern", "Thunder_Thunder", "Tringa erythropus_Spotted Redshank", "Tringa glareola_Wood Sandpiper", "Tringa nebularia_Greenshank", "Tringa ochropus_Green Sandpiper", "Tringa totanus_Redshank", "Troglodytes troglodytes_Wren (call)", "Troglodytes troglodytes_Wren (song)", "Turdus iliacus_Redwing (call)", "Turdus iliacus_Redwing (song)", "Turdus merula_Blackbird (call)", "Turdus merula_Blackbird (flight call)", "Turdus merula_Blackbird (song)", "Turdus philomelos_Song Thrush (call)", "Turdus philomelos_Song Thrush (song)", "Turdus pilaris_Fieldfare (call)", "Turdus pilaris_Fieldfare (song)", "Turdus torquatus_Ring Ouzel (call)", "Turdus torquatus_Ring Ouzel (song)", "Turdus viscivorus_Mistle Thrush (call)", "Turdus viscivorus_Mistle Thrush (song)", "Tyto alba_Barn Owl", "Upupa epops_Hoopoe", "Uria aalge_Guillemot", "Vanellus vanellus_Lapwing", "Vehicle_Vehicle", "Water Drops_Water Drops", "Waves_Waves", "Wind_Wind", "Xema sabini_Sabine's Gull"]}
\ No newline at end of file