From f6a42c023739e90054773029079dcaf6217accd4 Mon Sep 17 00:00:00 2001 From: Dave Walker Date: Wed, 13 May 2026 07:18:49 +0100 Subject: [PATCH] Labelling tweaks --- modelling/data/activity_heatmap.png | Bin 125791 -> 176647 bytes modelling/data/calendar_activity.json | 8 ++++++++ modelling/data/cluster_analysis.json | 18 +++++++++--------- modelling/data/cluster_dendrogram.png | Bin 227243 -> 222464 bytes modelling/data/cluster_summary.txt | 16 ++++++++-------- modelling/data/extracted_clusters.json | 18 +++++++++--------- modelling/data/feature_matrix.json | 2 +- modelling/data/species_similarity.json | 4 ++-- modelling/data/species_similarity_heatmap.png | Bin 939309 -> 939309 bytes modelling/src/seasonal/calendar/activity.py | 11 +++-------- modelling/src/seasonal/calendar/heatmap.py | 5 +++-- .../src/seasonal/similarity/clustering.py | 5 ++++- .../src/seasonal/similarity/dendrogram.py | 16 ++-------------- modelling/src/seasonal/support/clustering.py | 15 +++++++++++++++ 14 files changed, 64 insertions(+), 54 deletions(-) diff --git a/modelling/data/activity_heatmap.png b/modelling/data/activity_heatmap.png index 263ffd37cf51ef6b316a358d702de107a73da027..c8b4ef3e5c158e920c095e5a301c6f162fbe6909 100644 GIT binary patch delta 115369 zcmd@6}h7O1c{ckPuKh92%s%o1weW zq5HY<^WFRT9s9-p2lg8eIAqqWxbN#auQS%%7^eU7y$ES4zUNQO92{)y1=!hP`VKah z)()2D25i=LrtFPcj(sJjW4k8D3^pPpd)L=FLz~n3zGfc&_j7sM^O^XFK2GZ)B0u2Sz2I7yQWF zC)X;}e;tIo?cF8Qem`^^wEdb&`w1XvC*%=VPo?cr51|x={?Ux{oSj@AK?b+VSCYuQ z+t2*FdKX)Rduv_xdx#ZY>4yoQnGM%_xJf7xivBusryWTrHv;28Gy?!pRO#Kbl>k)J895ynrx+TftDjpf>{y8JC~T$?s`-n z2Z~!v&;Or~sw)KHmG?S?f`8~>dvaLdSuEombX}MD(jxA1CQq&CtUw$I3jXCHow zTcx}{aqY9Me1C-h>d%)+$8jCGOvzB$ovB}P$vm*0N2YLn&&$K{{Gnb|LGjF=AM)bN z$MO>=q3g@ugN@-G7qO|DW0I!nD*N7I{bt!3rybeLvqPAG)~`>-4TJnHBwZrc7lws3 zy8<<=L@tVTkgH?an5M<##gmND1P(*mH@*JHFRu@V6?%VrpcF`N^g$YCg{ zx^V*5p5;M49;Lv<@p!(*aJkuFlQ11p`Y;W;n$!jxGTVNwkEa@IZs?mRdfDX>5?ShT zeR<5~DaA2V;eKjYQ!q;9wymGUZEo;sBv-%NJ~I^JDdqg!`7}NuT==ZxK@+$P)7`pb zUHf@2%&7v(NRqHn-q{HXrwRSlbbqQ+!k(d@%A$Pzj@oH$$M&rK%|C_~HkJPbM7^7R zX}c)C6(U`i1s~IOgOx3X32JKS)_%6#cJ?*a?}PK3bVShbq&RMl1bUeA6yuH$q`!gb zNHRc?a;V#wy)1>5O+9HMB1f}ox-P8;TjTw!?2Z<_FUPsHtm}R`z7kzsVp7>#QO4_7 z0Q<7XJSW9uOCQvToro6;74&{@jZR^=&T1=ycg}s-in@BYdTR=0HCtQNTLcz9 zUrw#GO!HpDwG|za6=KpP+iIrz$jxaMaxt|(o^ejLOnBu|I%(f81goceH_|<lhja8r2o zx8>gPB`8j+BI(vl&~m-o@$Mr!?Tr4mFiHzL=X8-yE;Zg`q_v1WSOQ4*P#^B<14$V6 zBScBD;l!#YPGkks-e6_^Z-;#_;Zadsi8>*#Dh9J03AG?Ubo zp;bPO-LZn?Yv=;6B2$zff6baf%db?-WJ4<5qQs@RBGq-1IU3h_+SVW3jNno0yrTN* zUS&)3_%!J=PGa%XrCA?*VLp`mAFUF?jBnHng*3OV5j^fOR4%(!YnF+IkfPHF*O|R# z9jl^FqT!VDj*C663<8$ z4qmiznGHNaQe{*y_h*I+Pe~HuBO|gRw+84&j2%d|UbRO$Q8QpWOzu?7S?y?AKA9re z6mh-f0eyL{xNAOAqrGLOJvq2qb)6&E(PG<9Xm40aprI>)Gu;f>kJCw`86IjDBnk`{b|(aRJ$KN z4oB(s3Y5MFIsa`XbEA_C`E$)aUM^5ri;^jFJ=`qWSk_rfgX-0=Zdypi29%xLR^LpS zlj`~@(T&+&?MOlRG)t|*YNo?2PqkoE2OKVNqjIaT#$eC6eNc*ehgA!a|IIXFPkK%< zCDSu)&%4P^x$A0e$xb)fM@EKmGXqISW(+USyAo!ZYO z&VL#)8RKXi4TrL%OZHCJGs9~E=4zb2g!>EQP0C)>2A#_^w6tn|wo1sThscu3!OKrnYzt zL!jxodsI)FBunV}2xsbq47-${Cmy^$-kpJ+M|9TH@92BGu7ab!wY)x>G^Ngaml1aXv9=BTRvs8pzdfY&;^+(6+Tgm+jRx7X~YDg z_F(AUqm_+b-no#TYrUCgDmf8hu7}X3am!7Q%tw_0<=6$YyP5ho*wWqm+S6-EN`()Am?5$mndPjszOL}SH zO3Wx9a&h&ocG?LE({1p)?3zyN{){Q`v=76pP^adsA2#q!)JX6ps0?nNDUM^z_H2Dt zJ(4Cqj{I`TjKq^MEKv31I#Mab8I!z;eQ%nqp}^!3i}%J&wXA(PrcS5I>wfXK{V3IK zx2io)F;g=C0s`GK@Dwgd%|I-V7adkmF)QF?$r|q(Z$TN#QUfZv>o1FO#I*u>%$=QO zO^X8Kq8R`x_CL{?xh-~#%$nj{*5L9?JTcVFm=zV_{sHy3+5SeuRM%n)LPf#06;dC? zuL2DDl%s#>6FaJe-TT2OISDY9)4lb}9bTCBg2{0sKyIo|#IN%)ikBLZjx8rhkf4C+3_URBv7g_Vo< zuCE|g#6*+49>*l7#n|(`-I~240jKTtw1%T8i~T+>jIbGd8>1&8COrxI4gPq4|131` zh}%S!5k)@&!)SKOM8@#-lts}bdQQRo@(?Jyj}yP1?={RhFPn}2j7?$kINQj9RlNdT z{7R1JGt z-M~WIxl|B3jOpbvDs|qQ)fIlhL`b1$;O*-b%RBqIIho%+TkiU%USm#mHES@Z?OlTc zUyCn%@|*nC=VFK*RLA>I1Uyey$ciL_Nw4OIB52-hx8Rhj`aR>mg?8%}BrPtg(&L;4 z#tbLg!Pq5$kf>O2I1hvF z|7S8ChsXj$MHhE)rRT>{*|tkrMlt&XU^VW^NF2lWsj}2$ zaVrE&6qG_ga%|Bd=ScyUo#JLZr-;Z4!-1sI?D}Y4t3S4NhhzJ3&o!bd%7{3>gc;5s z*6#O}MSH9-{9S5y1Le5z`o4qM127gcNokLMtkjypa{g%pY0-|J`;Ql=x<^g$)WZ-CeY{OOEB-Ip#Y1ssa68+H)L zw#~FG?A`fgm+3paVVPFN6jeCUF>0c9Z|g+knBo~zKR0!8!ZeC;!;*cU^s8#YUb^8{ zW1gl@GegU_PHFHHTbPet+x$r`Rw(}1VaPzjM8;6ABiMATRD`UswqA+ed$Y^D1y)ZR z;!s=a3Ib;lZagb7yMKR*mg1?lTPIg;PGha$VgTJeC)JFQj&?9Z4tnD6iS_YJ8WCSV zb})S)z0>f{6bvIo`$qsY9Kpn9cb!n$^vt0aD=X!`5CP5@e zp{gQ0<>6e7U_7^+6%c}2=WOcz$*2Yjt4;NlLjlpSiM4q*EV1x9tX@p*X(x_rXak@A z-4#CsrWRVEiPL;67nbC|CopprrvGy`A+_@1U$ePSZjwiVN z!eXD6>p+2-+M(|azK{`R8GQft3Yqc8*Z)_sEl-JESBBoV7e{ZX84zcX7eAf;{AR5$ z1*RkARBRj}IDU;Iu-?LdkTdGviIMt7P!w|NieW~)`f(ky!9PQpBWPFPTs1bBRZ6!9 zPa$6OMF(R}<@NnG5^p{G47J>}iNt00OE=X1&%8p-#>il&2K7FfgB%|m=E0Q__AYOP zzb&UFB{cNd6SJDs#i2T~m3{;t6@Bg<{Cjb^pw@`|-0KK8W%*2PT*o=Fa0?vmp^byucNO{xWu6T5UxjJUHIa~(k$^x z$OHOM-^<7o=JimVU4Oq|6Rj1uh${{JK(o29Ax`6SY>|)`ScBVdzr6qLE9QD2-U|GE zLUH;VN~w`7t)W})k2mb2j}qaL87MyT>E+v)VT86X-c!XzEAg?Ape`rz2%6LVA*#)s zg<$sjfZDHU;=Cu~iBCJZiN(c9nSJMPF`{2Kc6P{?o`R|DJUT7ey542EPWE<{MFzv) zp&_@b7<9V_g=?bqmq%K8IG;%c@(E0z;=%7`!Xv$-gB2CwrH-n0XRMz}ox%8fWi$+` zyw>Wgynq=OS~Us&YL17Gv^6v#S<|PqvwZCj@h~Eq0V-rYqJW{JNbb6}NKESw@ZU_j zs|`NVT`xNPqpSEXo1eIWs??WoA!2Tm7tp-Jfj+kDxyDUM&s@|**!qwguUVY#a7d0x z>KCq+F$?;JEUB+PXNa`majFtO3&$TS;|2nnjtydr-KC-4ZytR2lp*z;_qd$65k|6TZ>MR)`S z-ygx8Y%g@o)tLU)^8KDvx&$6vrXe;Z%}ljZXd!gXX2@k1=s-nqWe%f}L@hyUtr-RA>%4MyjiiMseRF)@FSt#jAFbT4~+; zb^iCAyvRi?Nm6Wl3?0BLT|K$wLu31bX_JDYNuEKxClHBv62BJ^wZJ{JM$vRH@CylM zn4(oFGey!Xa+!sEm5yUm!Pl}=Iy16KJ$D#trsq|nWVtl7n5>?1q8n84>3*f766e1! zj_X|ladN=w;`7Rsc#69QaW5plGlTQRm|RlTC0?B4N0X3v)!nKQ_#w%*vUo?FEf`t- z)n~NLHlkh|IhVDEtuX(BsoPfs9lo2C%M(&MVbhFTW~XOdJSD`!r`Y(rRx7<*&kWwP zP)<5c#hMR!M>{NFTWzCNIQpGarp`O<;JHF*8d${fYWj5#$;|JnCvFxt4>Dpoj-?oW z5hnL<1DmF`Kox`6yvueq(X>r>Z3+W!yzhlgzP3zkEV8_qA5-4zgN*ZX;$%+JRXJBE zf3QaHl^W{39^^NnsBikc5;pFQC%#^niw%F$XD-}DNNbkX#;^RPtUK|A%oJ@5mL_DI zm98AXuz4l29TF2*zMr1}ldtcSkw)5OMdBEaRrUX~M9Soa(Il*d6XqF?F9B1a1 zHRvx*yjI(PyY)rYKVm^?a>0EuW4bjo{oC-2lkEX7iiVHvp|L&5X8r>xgh+Cx({Fx) z0dK}Og013`6%R=wfyi8DmVv%jG|Sc0b&S`)ZI)#FkoNYUWDpP=`cpDrrQC8dDz!mK z7c9=&H02s6*nSJKLc$I9-Yy@OzmYOn;MV}x^xW_r)s9;xN7MES`vAt0#q5H1T;3x{ z0r;(B2!a4jzyePe_NdmVcdxpfDf-wjv1VPh5_i-Q59UH-118mHJxc-o8!i%5zOsgo zV5Wu7m4N{v`SHt76LZe9E;*+FVD8JXn{UrGK-;Hu;jf0S!vO7EXk!It=p$NwAg)}C$V@$4z^uRH*F|2U><4@^XyfSU%lwZ<6`n~Lgd0M~1+R?K;pHJFnv z8d=Rij^i(D_UhfX_s2C%DTfg-t#d)kkF_U@!AI8Pg*rQt4!z(K42@|%0!URnVK05i zpiUOO?N@g^i$t`3U!M2D4-+CQ*NG}b8U(YJ7HR>qGi|gY&GYO>5xVfzi6IO6pINuP zM6r(S5Hm*m(U*=}V~6{I-KGk#Y$%pXhi)V#sc@=n0?l$Web~J0(c5@79oZY${4-4& zL33pI{%bRZDyG%e=ZeEosxn>+i0T0?zhO6B}juSITA68W>tN_sH#@)cI8r-OAgv;aM=>F+}uzVP*vXDP+0lZ-*)P& z^U}x)putT#aiyKbvUa=$WY5lCE<)twdaIy9H-qXKyPycMeCiKkObVOV+m7uN_Ogj? z854jHx>rgG?{V6l=C=@B1)NCfj`7K3hd#iDe3B8Z=TWHFV;_>dbB-00ZXuFO%|h-z z2P6PO7b_oJo9O4pXTPz* z&C$Gbk4wOlJwu&S1DU4m^WVjM$G=fe-)&FaF5Rl12_4ST-;-QuYn%r|N#BOUi z)!BL`al3m7)N~w^V_Cz|#s?_4m941aLWTcrZ0P^o*|_{Hfh~wRRf9*^`RZuG zaCO?g{}-hpJdvXR)qaSh<{2Q+PYW`!XLj$zr@R8$(Vu@A2wWB^q=IqH`Tw>Mdn5+_ zl=`x7tR!TIUbNu)VB{~-ss?7D38d7TmVK++?0k*TB`A?|dG)!&`kGtEQ`= zA5~kseRpb-Ug{PD7jv{y>EAZ;_EdZH^GRJYwTb}`=NZTNU*i!Z3_m;G<)HIvpKAu- zF(It%iAnfWZzKyA_?unu_{`^MLJ>IxaCCKwLQexs(^4tPaH^dgjxg;_(_-DVs9kP{ zdk}&W7LXi3rxUO1`opnayV}8AdO!aGOrA|IkNy{{?FL|QpdKKn1y7}6FCK8aoC87S zSk1ss>J`ZiRPrcsBW6PAAb(Qi})_DAzsE>Cy8`B=&ANo#mo=7_R)m&ovBOEWM z4msb_Ckz*%e9_hJ!pjkF>~`P9HuXXMz83bj@54&1y~73y6_Sj&Oo!U5x`gq}t+sF1 ztuQ3>ho|(bV}=P%aN?;kG)iw8CQfNiin(>k+@#{yp{VQzgqYSW0epayo{`P z-zjZes1f?ZR_v%>>_f$o-S)Lo|Fy`j5O}P(>WkviInVP%z}h8({X8bX&Jj2d$5i)l z2CZy4C7JD~R8|BAgmKxN_thKSBvIAORDc?DE(yOeHlNS+E@ptY6kk*;F7LFSS~fqX z4@*()Q24=banft2Jl~}NEn}+P?Kd{RxEuBZS07xcrY=y3dFSm7KM6f(1dq%b)A*6u zH+SpWzmhdU!S04OPAvh1tL@ZK4@;=kKyahK62IWG4Crf6uPgD(TotTFv`%efu3QVw zQFe^U>DLa$p5MP8+xdLpA40$NpYnZC zXY#?sN1&Hc+&AFj?=+${H|C7&EXkE_;oekykHOVhXhF7U6DHY+ZM9bE8xmQhNIdP% z)%Ub9unAR41~CB<=i!l9Ndt58R>mf27{LS~-=7zgNk78KGSExqOtm$+ybMEv^&W+7 z+P70WpYV7Gi>Y8GPNleSnkvn%Dv3l-#br6rulQ}Y@ zQ5sp!uoAf^Mdf1TccV|HvD2N3+dcD3NyE;`EZvAE!e;-hP;!PgZO}P4lL zCmM|e`i!g^1EW1GxihS?XwIwNZ`U^giuM!b9W#Y!hUwu_{AaY2n;G2ymM4#%+Y&Sq znn{Ewok;P7Gu9N$DWL)~%Uo;oH{V%ggQv5au|Z(W)x~iFgtk&1S|04MuZgJQhp6o~ za?~Tt?(hAp2PP-=sHh#wGd0Df@K&>bYZ38ChJTjs-)tgooKyU?-5}O4mLBwupO=Dw ziav(`KlzP+uNK%6Aj#q-KKGM9`4t%kPt}BrWfEbW5BZFfi7})Don8y5?=*X5KE!)( zm0b4XRFdnSCkwg`V~T^4>TzrrGh@L4$6(w1b53`lCL{qr$fUcmF>9DJg<)Gri6WED zkk%wq>v2tK(_rMzp0QEfnSLbX7_yUAUqrbNpu-z2xw+B0a^b6!Qrjr5 z(HB_flZR9vvwV`DI1p6%2i{S=i~sP&Z@j|HVJhh2uX>8V{TD5{q~7x&nwmyzfhh*n zV2lcRYR*VtrJ=m!_5fU8!qhp#?cBd zrRsA93w0sBwWpSuvUxwtXq0P~HW{^KbZuKnNU~wlGR~R;ch|(>>@FCXVS(Zp28-dj z(i9Vf;uyHI$xf+(7vFY?&3y`<{E#|WX$s4c|MrrAX+E|NDSN)oUZpZT*aAG~;|~0+a2+ zwtMOB>kT%zgv;K8ttFE?%~gB=eJ#qffTNN z){37#l9%IC9nKzHTe-Hq<7i&cfznQFBOj8nc7g1tF0KBvdx;+b7uSP3KDT`1Oy_^Y zKE9XnW~o&FyNlu%~{+B5dh@B z%_s|1K24)b9xdHX(mRNlw}vpRQKzb@jV+AmqWf$8{ij#5{cPMGq6raI>lwk@qRZH- z6P%*29WXFTCSAQ=^%)z(k)GkBy0Z7Ob~;EZo{2oWgTMl?UWgUDua;(A80Vhx#z`!(Sy{1-}OmfCvPqaCd%hsv`J+PDWYY=>NPh^M$IM3{K^&kcSb*&+yd#BGveLFeNvn#V`#iNAVo z0x^UP4_j&V=Q6oiw!bk#t0>5+fwEswD(sg?beG}B``Sxp%v4=povTfp1z5Kv=4Kq) zm-f2lWCobUmizJI*i4hQeouPn#3`?nDdMLr_2=3PHs8V3XV}d*$#`2|xH^+|gWSK& z@1MGE=9}ms&*P!&@OG#Pp^a*f@-@z%mU&#p!dme_Au}nCd#uCt7H_F8O0!$o; zm9`Iya6TV|M--*{ws27yRDZgfoR9d3Pc-5MYEeKFo_LQzZE0;|_Ko|&pnn*z^6G>7 zxLV9nM#kiQl9HMKmQRK{C{i&rWNT5tvM@G>ta&BSdH-2;Ag`E4yJ$QAkA3)^=nf&* zgW?7aztg|%5Op%D1vYv|_I7(LO`b`#s#3Kbp5TiYm3L*ei$kS^=has*;+l|;Nn{>x zyrTzJeYmRc@PTgC`|xGY71E#t7Vd3N|0X zOyKEIG%v3A1AFrqy$iG$$Vimp!9w0BdY#3DzFv@p?HyD}LNWhYF0m@`YPQa;=tZQ4 zEF2O-0aSRRH9&G(K8mlVZGob+_}zZNJM;AzOZZqy>g#OnOLocB*bGY6UtwYxQ54UH zKc#v1Wy)gpCvxS4EHU$G&^;p$Ch)#i8|=m-4++%%#`@Dt>uUZ$;{1_=5^WR~LDeTf zI^@}0Qp6u8ZibXWKd!~^hWW7OEuLky(n7guh4p8jEHIbc$>6yrk+<>Q{WeISEHfpe zKPQo!`(m*lZHZ1QMR>}UTyGvljK$+z%*sR$d24-TtlI~SK3Cr3$rxrsE_0~{dGfUg zakq|%WP8oqh(MN>SxR0jI5UG4#r*;HsxO|lIO_0Tvb$mL3mYER=G5w=iBgD9IzWAX z`Z^yKr-GFxI$F)F{r)W?^+yq9LoyiAJomZnmjx4!fbS#`ELtJMWkLaKbWFSh!I1Nv ziZtez4h*(W?yQJog1GJ`(Tti^+cR2_SJ96d5}{NAHs!ZvlAZ;|UAz z5|%szCgxTX0ZQbV%x!dG2pC058tw^eTLD-Vr2(7`JJzZljB*LLqJ8z-A0ja5tI>+@ z29VE((vG`71L86G2`3%v&b$n(L8!QZ$_Kwp(^NV*L6Ti1XbuvoH z50%)(!$M@R31i{*A8nAgmwP3&GCcTzgi3_@JhGGAs#4$YddY1t_IJ=2Q%cLNYhboX z{*V>@4c52}S)W`tRd?wq&mu7#w%3eS{+R#GF9 zNAQkmQswmtrc)Y&{+lW18SzZD<38QslNx#I_)j=|ISSLHl$Od-omLD@>I~%Jh^L>T zLIbNA)7*!yOpw3aD_}Bja^{Pp9?+l*E!Gpev93cM>LIUKoCGzWF}aQ7JsEBcP{D&U zcq2DS#L7&1-N_p_Hj0f|7i#9Myd@#aE`qu2i%(!Cf zEhV+YO?q*y&Fm!7z9Mu+w?R2U*{8TYqO9->Z%|+Tt+<1<9*c9uccYR<9(;k4#xTKM zb(1D&u9Kg~=X}iFIPL9-mBpW+Z`Qv@A)`Kt_UFoXMmWsv zZXYmN0UzNA*^pmj;8#Cdd1re5-V#1q^#(I2euj?-&r`8aWI}zSnk}fzV(HoKWowmX zXNNDyKKz+rR&_#TFt_D0cPHY177zpD`D@qH46)bkY69G9`lu1He4Q!aRkWIZy5YBy*T+h)_6<(bVK0VcMQe=z$nZ*3;$04BJT=5yTspv4f*Ij z^@*n{rj&#k)4{op5$!i&IOqaSPg-%AP};m-LhctY#&YV-2R4ctdH>nvd;j8f`)}gY z<{%Fv;a*nuMODElYrY2@FBEhPBZ`0%S=IF0+*>ZkP=W)|x?rk#!H2gPXY%VaJtN0u z*`l3gUFUC!*FkoQrZ@Zhbqf{7%tJH7Cj_RkyE8RNl4ZWLbo2=F`UYBGL3W<|x5FQD zG_7Jg`Zq3@^$B!u5~2dkU}`#!v2|gb65(;QcLZVg4xm{~(qyDE6Z+np9#U+q?It$Dv^^-sq>`g&zeEte zPlJO|Tx4UT--LTg^T`Wo@bzeH@=j|Bc$VfYA{lix?D-`I+58)U*kx<%W%=} z7Vx**R;#!>+q+#a=KZ6=geR8nJ_qoCydb+qM& zRclvDzun$qns?Bj(@BLL6g8$ZRQ|GJi?|*!w}jDVKWXmxc5af6hRd3mOB88j;q zpJ`o8n5(s}N8vSqpLm895~wHjzVM)|nBN6Yo@ClTRQj5trkQ_^^4|> zmPsY`MU?!Tk5yxiXhS`nHI0z}WkRq@l;#8Py}7=+)L@G|By0tyr;W5d;78Qm05S=C zEe7smqm(cZ3iu497MJC+v5%048}1yb$=Sii71v3MZ;cfo-y+w5$4jFK*xpObm+Jv% zK6h0J<{7BZ-0{YCpbN$^&QW zm@4IEyR)RDYk!StvKVT99s`Da+B6O@WfwW^Oa&fC18Z!g)0wv;{e~GxFYp3i9q`2x z-?%5*j(v@hnCB^)F~tHQ1f%^k$=;ozcS^%-x|hVGn~noE(>{i_?GJ z+EGE^aP6oyqEWlLJpO16as;}u&pr?h6Mx5vWB<5I2}qg1(CXyGpw0+FwX7o-ka99lb-5$3(wuees^vbl}4{DFEVvR4T$g$4J91HY}Sb^U4f zI7khh?}_?gxSSGPq{^P&<}&R&C<3g>j2d5s!-kSIKq!xl;|zg#65xIXgtIyZxulj^ zUcKL6@(=JS?0Yz_9J4mSK6_>_r#=pMM|B3yrNyXCX0x2g?*>}L|5PiYO2i!f`C-2; zoOa&pBk?ix}D*Lsw>-z1| z?pm=M>$B=-;Uhz(l=;{3^ojvgo!_ZaZQCA|oIV(11w!Hh9^d?z{AFOlwsJvIpALb~ zayl{++n#FYrld(rUSI4h6oGXX*&otHeP9=bs|jFDhd^px?Q&PHVx}te7SritLTfM? z@}TM;d**EvSMLJv!`&?9hNa4a%nzrcyu8riNd6EPaAAs*F9D6KE0?jXm-;3RQya=N z#dMScvO_j)^>PSTL9OH`KXhdB@T29B^3=3!A0IO6QP408RdswQ8~!*DV1};1;=2gR|qDGs@WY>;E>UX2RyhAE{5uK6F^xpgVAhVktm~Id@L2}94lg<*U%lk?PxjijT?Uo z#|s{I7tgeuRQ0=H5V)t9v-o!DTqE&q3ui@BPk~Xm_ghWz zpqqG~4z6^4@n%@XCs| z->($q^G8fR(4QRvOF%hcXMkmtWO5`6&4eP zA2SD{U!NdlvL>WV%)RYL2avF<-_dL*$*C+dBvt=hXX?Y$6}?$3X3X>X9C)V{E)$afWv3KSizP9z>?h+T0; zJ$rlhekLc%a5|=~5xR_0Us3AxyrC!$2TDTa0L{=omJjql=mWf4;x;<&@!$#sWheX?80L?cW2M9nm7Ds z`Q-9>R2EMHf4ZGN!GUZ7I`aFAC(Npp2_ubzaW?0cD+FHy{fZi{rUcly1{u3B5rz7k zL1$e&4`qE-AjxS}T}#D4A1?ywd6f-@D-HEUilcwuCW9T!GjT-j2AA;uFCv2#i64|t zuZlfEm-3d0K%0gc{F$%51mX>>?dM&>0vnYe7B_edpSni3jGCe+0oq-urx9<`)kmio zRj8GvCXZ_+bjwm`u)=zdbDXc;6v4+dO6oWk(|JH!g~{v-5AY_p9BVx{N_PG%bDnU9DcB1=aWM0Lw$n%+?Er? zJ(s|7QRdGiG~xI!>sx7)UIo11JvW)oYoKLsWNW^3G#6hnJ=&fe`@8$i2d@;Vb|V^P ze;WPClY|6-s0UbJi~%CC`ZQh$W2;(@Ldh5YFD(1-k{|d=9<|D#he=b|zTj{H8Pa%e zIWY)}<{1@elHpar2DD8m0RULf$={`30H(E3<$;TfE~$=owqb0F6aeO|!tMJM6;)nP zd7kLogEUUzALu3?`H0i#ZPj<_fbzyi_&FM3Ou(vPO6C4Xv<%4hEc^daO8=cm?BkoK zemmpijWNSys@&WJnyq!=vBMya3MJ>|0S+6Vjk$(~jloPQ7e-|er{*87b+P{!AY_uc z0Z1@*5Pnrtz6n^D8owj&H2@w36L2Z)ds#uWFF*v8%LQdrlR~Z-!vtlZxXp)JZd@-W z^S`~a!H2re@7<3yxiQ+@M0xCiaGoFpPBz{-%J;1w0I&(z#0(Qh8^GIBb`}U*uzCM! zrutVXMu5F8@Z-cR{cjii%Sp>9kl=^o{R`}ao6E%cA^7t4zuz!ud~f}~Mfsus-VmVZ zP=B_`qWoQk#7#Egg($zSmj>7bH*Tg$fQID&t#fH72rMDpg60_kz-%@YxBmqVJ*J<; z7vyTDI2Wu-UQ^cygr$;ZWXvz4ym5fzAS*!THS>WnPkzu*;pWfW0KI}qW6Q~Ecvu+G0tH5o+0o*i^r(n6u9d3@w0dyn_Jm9^6@`E{nw1{12DadUk z0t*Uozw~ge0@zYwehz$Yy-5~@<~-9jZ-AdnYB)!Mx~v&bF!wDBb9WpoSIrJ0*#)G* z?|F^^%x7WJ2REN}-NdWDKoAogpZ`cN_UI04gbDFJ?-g`WLO{$0Lnc?f5BnlfiBn|0kv zTME`xNR}=r-*>eEPzPuq{!5;B92g~z^ zT2ZQ_${CnndX~aPtmwoD@2&;06ut--I#M4TW*jmGL-LVzG=p5v_0_RR*%b6CZ{?7p zfB$06vhnpY>+;zRp55SoX)(sFQ|(X^W}R$V8h8`?*03n}mEQyQf}6>7rR^%Hr{(gh z9So5T;+|$W#X%d|Pg;J;6jKt4sc5UH{hym$Y&jUb*#HX+Z!hDu?E?A#{6_EQ3oM@b z0P$**3ZSso;|`W27z z69~DHk&kYHF^d;?^yRbM|GnS<3;IvX{ogamSbYDhmiWn4I0%a-0N+=OKwvR0*n65 z<6M|FQ$rW}Y}Mu*Zp?;jyd+RMfu+_t^{c^8ByO)C^|mQY`oZuaVR z``rAo>9cs0FOz&2bal$Ow{`(;@+zPLctH5J98Z2+M5(R%EdGc8u;*y z`Xdnbmz7Vj^cQ{UF*p&Ui!g(%a8wn@*~`e{tnQ84TGvFQ=&~# zzenf5d^IOvh@!N7`Bn(h25&96cPs?H)oJUUGbN{&=Z)!WyM~V!v<@z#4uUe!ch5K_ zTy7{_9^8ft)H?&$PR60`xh&T$hgRS$HNEK`HKBB_4=Fo%Qh`aao4;rly7ss}jn{F~ zXxlQUn?3}Cd(Vc>>E;{6W8-cW#5>38u(wv?cP@6Iin&rN>i{O_F6Nwso0l7G+8Wsd zL61j4}uIIXj&J40kcp7#*Ub<>lUvV|z7!<^Da-E67BUHAHmyE|8 ze|*{#J4WgIIT%KR4v)oJrF{sf_`jZLV}t`yYwoe*ATwE8_x%$cm)Qto)Xu-ki``2O zJqgw(h=`3l`50Iks#-;i-gq$Th=BJd?4mcOXaH#d{qZwl1?^vWwPsrjy|oR_&n{x2 zAtgCc!6qh;zUF_hsmHoJrJu8M?9E@9_qP#5JhS~ zv1P4?$GIN2KU2N<>1psK2Tc$<=Z(Ee%v_xSOX6ycKl#m|nyAC%8_A#R&k$MgjlT~X zgZnRUfSJWQ=z=yuv_Qtmcf0W z?pclChf6=;8AnI&nr&tO>lQ%JPDldhmqfZ=-RtuK*GCKh7xSw|@7JvYsAUhe*Z1Hz zUX3btMN&bMJH9d7aZ%R!mONBa*O<+tgWa-ufY^>2=WPmH33~ACfrC1jpAG`wg%FpP zj5L22{Mb7L;N5L>UHYE4EFa6mwjl)Nc2Z{-f@YARyWLyea*w4z7$l}2yY!=AUHD+7 zgkv;Hp2mE%HjcB6E%oD-x!Yp z&4-su+1f=H+9#m=JnyHBc&m^gh`P0-;2fT~fT}^?;u$(yufrb$-J<%!e*}G5ZovGE|A1WgWz|aY zL;Z1HtI1X~U0ri!0A;ZU_i9Vs)vtBo@GX4)-=KwdSw3&x3m|>y{H3 zYz}`~e)^_T)KixzU(DSSKr#IkRQtU65V#?cQhS}}q$JO0#G)h+_0PA=nPINETmPaH zwsrcB&N(Al<*sJ$LtCQ7q!DXo5io(&O7T2X`OBkJ55 zxR?)J_qtBb6ULWO@!wj3=7dA8__pT;G-bn{({S%YSVPVBiU5{>4Bn%w<;;0_8PL`b z0EskTtzKg60(}QkunUgq+3*&WjX3E9FZdT=U*h@f=j0An0rc9$wvg$E4oriYkRR0C zx&@QgzYeCEpMtyD4@aI^1TEJZiEAZd5A3%bZ@s{3&{{-{__wg}>%x^Qx} zFFr@12DB+h_A>hy+^6yxd+eCV-T#1NSIy^Cep50==d;Jo-Qq3C(r`uDeaAEQ3e;dW zcxvG)KF*DpJvcHHTSc7$+dB}{uo=s1xsf(s@vJpcu|^QzV=J+AIy=ycqEBi@z|GoYGez~} zPht{@p=6;wD`S4cUf4@{isYPs`J^o(<(zI3{Ad;2e`Np}Ch%fyTe!~0S0Ga><2=J^ zGrWUAkKdQmRtTX3#EB3~55FrP3G@Mp>!z=7_$V}u*F{S5W}Exayv%ZBeqg6!w>Sv3 z+|r#c;c#`lrV7EwXoolC<*YB9Us{3VZ#5#ZBxL7nz^mZTVW4%RQ3broI@O@-9&|NR zeTzpiB@9I0j&}PTf)+9}=hZJzqqXNKX1G@gF9xF{EBdN`iBkjE0532{{HljiP1Y{?Anp0|Q#xs6`M zF#p#3_|!`T@>>_x(!@kx-HqqBO>wMDIZT212lvy{zGC^s<@1hY`$zD}F)sI>sl|)Y z`qZk2kIRTpT>Ni??%PLik`5vfXRFWzuhV7v;2=FclUVn~$q3H+y&uAi&rgY5Nnn?= zdCgM(?Cv{MC#2n?%N^FJSjZlEfl>1ZZ~={;=2#ms=UCss;hy*qKj;RPUp3mnAy~y3 z-;Pw0Hw34>1Kf}O64ZEEEP37XQvmSnen73i@zv>?VSP>OSr5+h<5tKRGvBQ*+#eMP z3*noTF;zX$B4uMXt2fhQsE=5Ox1Nf^rQtWsoHJlWHr-dtUSI2(2_Stc+RwnsE%)Fp zi`ib8y+l2Qmke?%<&(EM_>Vv6$i0@h?YuVH>W2GWoo}c)&78hlmI}3t&m05^%w0LT zYIu!2p*<}wZfk1KwtV49_;2VDXJ%zN_rFTssu!To$2Z*Q7NES%7Du}Mj%Qkp6rCJ5 z6Rcakvet3uM0**d4Fje?Y=BX?tl4r+FaAmT0q+Jvw{YQ<)tS5P6l_n9WQ2PDM1t5T zssbIMG2J#@ASt5UOSE7ppItgtS7+#SrQK^McvEgoYPQOM$IIY!Se>5DwKR8}r9W;D z#9MqUxl^S0Z3^vAdafa)vu5+Z;^DRAErbj@tYToDEv{hl~^XV7jr)l&|eaL_HX<-0rGr8h&Q&DmB4*&kOZ_XPG z3qNbQetZ+NBy-4gbspU7yDzjd{M5nz%CH_4-t-rYIfQK0(7MP!@p#Rp5GQry-;Ynl zzeJi-eX+|2Ozxpe?l#G%{3+Y}o9jYuAx~zmk$>`KwA5g_F+z&X;GFnC$99K|i^?hX zVa~s~l)sfLT^x$mxs;T0&#JQo{B%2&Jn<1~Hx?7`UkhpfnLDGR%as+wF{Chc`zIP- zWqc>3?%jy);7K_gxHlJ#fT%m(OkuW7!SYe3))`8OusNl_!TX%a9>Em$4GO;}Tl7xz z&k`64SLDa_9(nef6o)Uec=5A}6D!ryRvZ$PJTCcNE%zx?8j6c8cEuz^gQx_COq-M2V zFogMiE4Mqtj5Ri6{(^W!zIyiR>7*+zZw=(AtVV97@P@amv$fGMJbM)Hk(uW(4-rJA zgCrc@=Gb*6hI8+s*Yxlv`k0_j@j;k35uVt9O<|hU(V7QW7ZK78v zM;5){lJRXqKKORWoD1aNF9pft=cp>3xaWygfC!Gu2&e(2CWbtwPrm2&5f%0H-6c+f{FReY}RGU<@YdBV+=Q_?Ih=PcJbshZ2 zHky>JlrFo%{aw>uz8_FSF0O58rjZ!%L9`#Q4S&iRf*20@Skl;97#&8SMl~GQf?mE0 zkZtq!Fc87Sp$z-RDCEQ~o{0Q>byf}lLT>F{cxJ|K^C*n%*aE>wrp7&qmV_G}ixDua z#JJrj|CX!Hy`hPQ6{2lG$Q2~NgjJWQsP-rMT{*Q~5w_!0GwcH-U zfX@tmNbaQ*NC~`p5U{g4GV=L9mQi`O2cZ;EiL85sk!GJgkR$yMMbHOoP^%;g4ipVP z&rzp-R-i3h0`$7ZWhxX3hpsHB0(j?Ks;A6CEfJS^&DEkRxfpr?Nco`lK5XOD*Fzof z>RLYn$b2mW`pS@9RrpA^6NY{+3C`ZKpX;ptfFhzCB#K{|ZD>rx;0N|e8P1AG&%dmX zy(Ib7$!2z`JDpzCjbqh2>^Ex6T6t*mNJ*4? z0&T`YKKt^~2-^Bb#RX2c)5dLrd6Taq_-$V3Tg!cjyNQL;yjMJz&*AuQ&gk#dDeD7Z z6F*)jmsvZKWCOTPC&bj5Ch)v#LtCX2Z74_Cc{g3ioE}|oRPmgmgiDw(`60P@C=~rqyJ+ad`04KU#pw+nX3q3{}DT;De)#M!D z^9SC_e$#MIgy12i1ybla1eTYTb&#Nc^l4*^PyJ(M7~OU$=pw>d{>7QsK%Y$q;!WdvLpa$IWE_?T z+EBP^hi{)J;6SwYcK&z?&-wHZ=YIxEU1oR2So zh$in&f4P6*NGnm0=R%Mz=;>3}gI}F3F#jCtpyDztuooGUP(0jt>^-{Rb+XVKz@+13G=kCP#z6!J#o%=k1ZY1_;1g4LGdaY z#!`pl`7K_~koy7xoLgRDXpP!A7Dix@q@N%ZgP=6&LVbNGPnC*C zLtfZ%ns)6W%r7ouQ8QapSmv8d3p2rOet|f6s+ip4yp>>QNF6Kv40oBkJtT+DY{#Qf zRXR+aGdC6Ef?2Q*v#sT}=$^xa`w?##9iS<^d!gaoy3fLxKZf!H zakV-DWIFC988kK&X>~z*~727M`MoDMT})PL9rR8sKcBdbFkre?Xtoq zs@5IhX8zHNV8=i8J@g*e>$5{uQI?LwE|Gb;WDM37q1M8VmL|M*uejwTiz!j~1x+9% zOKCdKvUV}~%3@bpfM!ic^Zki$-}K!c6&{<&KGYN}_QvtBAl|~QGyqEnnnnCwz{{CL zeE}Y7_n&ypK8nnV*9sLmVra#b$r&eNLP)Un`sxnsKT&T)e9$zk2LE};t~XobTXr6} zT>|%&aVfC{n8cKz!_Tw7>NLWZ8LyAd!OMhBXSo!wqs6i`SVaEz@Xh~u=5DwnH^oTt zG1!BaWn(Kk%&gYH05w`>^j*7R$-oxxF6p)Ug+OqD4!~1nHyUV-Zq%ypq%?_A9UPJn zcW~JrOpDRr6`kEa{P~JqZ!QdT+~yQ46o}&?tyF#x5rLAff@znu-bK{z@n654^{6ov z)zN}7i_wV#tLzSWm>?Bs!!S9^(+sLJal7|p7*a?!;_%al6L05j6=x3r@3n#}H3!X<~(%Wv%0|IB?R=N@AjJEXLp7N*d?6vK%d z=Vje=dJR=Tlk`e>q;@}Mme4_Fu5cR%jA30jWl2jgNzq?;kz)AOSiq*yIFvUqE3T=~ z9ydL>GS=xhs=izQfMErRU;E%PM`7+obmNVT+Y&!^?{`!2*9x>|ncVURrNzMoc~dh1 z7j*f34KFG-P=((d5uD<`ubhLDClI(mW88qxR~q82S@r6;C0V4~i4{@yXs@~%q9T$e zlfCLKHf)}9>C)5aJlDmtLSey?k40KEmnZ~UAMFcuC$rwrNUzRbaA*JLNnZ+tLPCc( zP^^?#c!*+w2P5$juc6!PCCK7hXjxLhu)T{Tk~zC;F&-wttI>B`&k5kk5wH2%ZC}1z z&#@nBMkawMz~rQE+8*Lc#p^e@+`>a#E@`I6vEg3sCb0-3AAg-(+#vfhKB8FNJ>gs! zjn$Nw8`>s0+8BtvvD6);xmGTGKiFbpJP$)K=l(b&I=WRltYm(j7i$u_|9 z*3cQ>{pplT@FY1%@>kPnj6=QTMph$~e2DMAX_e*g=L&hR^=7T{_oew1vFryqR?z$4n+@ExR)E900tXIZcM$?%OMpje-vgWRH2XgAA&fA$CR=h7c1nI+V2O3 zl( zSC%}PC+OCOTg86COngn-KNX)OzK{$5C$YfA=yLgsSk<kN=}OBwO9p-4lLkzd9O?H%v(5r9p{}?@7#1QoMNI9L z=NFGKKD62s~>M$U0Y+B`0*^w=fm21mJO3qd9j%4>^@C8o43E2BK>Asf*`Fo8t5 z@X+5ZX9oAkNgArF{*L-T{Gr5eG->H|@Gg|Rvd`OBb7)Xn-cIJ?$Z@%^w73t!Cl0?7 zPtW}{obWVDBDIi15Q8==T<2DN-1;*UVsvLdBEQnCZym|>*mzY-jM5iNN`AqgX~Kg8Xvse1OxSzB zd^diIVXsjVY4_pji&CLcy&T{FOz9dwv*6J4jN(_F`Ot#z?4oTX;XK`7=A#dx>2-*F zhBkP$vMmn89Q^ow7k&W@zPH{@KELAYh0}{CtB$-2G4cL6Je=l)Q9if10v%*PO^_+6 zOb}Q4K(fW6Jz&H`6B4})&#^Qb+f%KsJ2&bMTVmP- z&S~3s-8nx*Fi=tcpk#|AY=cf`?|yTY!=gS?639F9)(E^&iEAFR~Vq|&0CemjreD}So-n)PO9~_)PYbF;_zW;?H6L`^M*?VG}@2}or zpPw(Rj6ZD;?y?Xxq496a9CzdF;MFx~(jQdM19?}bai-{oJZJf7yYi)vISd8#FJJj5 zku<^RKr3{6TIFY@pUFJc>;;8^!aVWNC#?eW@dikVB(26Kll=Y-&GN5SqN)~HgfuHc zkwwVt*>(Jeq*YX^gp_>prp(RH`spwmzcY1@1_qq<6QK`z#OmH3N{K(ToxymWT~Y=? zhe3g)R4V4(7f)Xq9o2$*m-hyAXIJE2z(xQe+fd)u(_mLzGM>*?uZ{cF68hxXo3`iTeB4 z)Zx!1O0N0RNEx1@)A7Nlj4XF#b-cZhL~%ZdRxzY{aPF<(c{v)aZMpofkzj3v>QBPx zRgSZZV%GtThJB4jnn!F>iDa+M&BKO=lzKs&QUbHe;DkjW37PyGUtwfMJvl9TTE;)e zOKt{G_wVn0>$dqBlQjkzIN95Ej7sf&e=YXOzv*N(aY_j;uCXrKq!qf@>JNeP-P+`H zeGhMTnX;I?evl!fC^|0=96yfQBbP zDw5okz3*iwz;_X;VS<6_EJ@l{Dn)|DFfwruO;VlxR11zphN8FB>smBaHeXIl+B!T$ zhrR4^lG8)qTpf5WS#Qz@?p$R_O)gL|CS!9 zw+nt-Oa9N1OHY61H^HK>8&OSpY85n$Lc)ZaR6ys#t;cb zDzHZ=k#v>EG1!!36(RZ46W{&yY%5Jphpkwe$6Ywb zP7JU8LUe^05h=(l>lQt6qg3}Y;rcz0r@>d1P93J|whX9-{%q_a(h(`vkEZzyIuO;J z_US}rXLDU~2P7u^wdFW$wFV&W;fshtT_)}g5;&EiGUV~Xz2||}ij2VCx*C)aVHStW zJQ;kOnaJxzRTkxoM!IjQyMx;5nK1aMTAo$hpO_AAKSxRM77gx=7%QxGPI_b`u>`C^ zgry2H&E3{2LDTzu^xPE%VpM7()HQG^g)?b7i?UU;@;QVF6+52O5+7-B%@&o5PAwUm zxoe4Ai7hS6?2}C^Q6cu>*WG+alE{IaL}Ay~F;6mldjt0euuE>KO+B$OW<_^SV{ZqZJ?h%D$^G&h zJMJweU|*|sM_FQ)UjMQs_M*W7CrGpBD`tG`9n#~c=&1P(^jmDG39L%X4nO!Kv9AN8 zw*uZtuq{1L#^Aa$=1@*I}oP z^Iypae|kSQbqzdA_43`}FfcesUVdt>ucn+1b&FEjFBZ*X?_qW`u@i5TDktCdyI@|j zj4d3=TDCB2-JLo_K%$uTas3~4m4x4K3GY`at+QwpJ>!Q>81wdjI4t%tMU;*?^vk0< z#bR02OofE%7;cm1j70#7-n+E`ytZ=3YLtJcA~OMTimmx^6la1(FUpmk2f$9zI<1hC z#ftl+Yb2-E5L2o!U_$_;4isN}oO4*JDf){oJuO zLL*1ZO=dYd>WaG^@F1f^qtsMUd$DszxOE$1MwI3}Se!wwu!~Y~AX~e!aSXgM@&dp& zYyD?dF!L1v=}*yLUozJjL$VhD9ut0Ee3_T@f2hqet-(B`K5GjZw>39w|D<%ff(p+1 zBo@uz?I7R9ThgH#TKM>j@3&BAYX~FB=WQ6WBB!lE3@q7Ga*eAEB&nPFn{?ObW%lCoMvb35VwQ{k`4k{TF8Kwet(Ty3 zbEAHGVQ=Xx0BJ*_&Y(Y(7C8V=b<+u|q$|<|0+czx{>&l$sV(i{WIIPefIRk|fKhvR z?n;!{h}x1O2rv!SM*y9zK><b?^x*DmjvDuDK+;tT-g+wqA5EVI(bmA7`{_kFWcynhKfdU`<)Lrn$;?h zjwN?Y8r}1A97`@}uDh9d7s(w~oRm9-xZ7XO5|-w$S46dvq=kK(wpeVy?I>Rms*YL> zRP&Q1#a|2bS~tFUS>*wmre6D=?6U;x&zl^&egRGIy5I#K3_p`{qj2L8rIvF(`lWo4 zwW|HF1&KbUoNhWsN!Am!PD1`92*g=SrJF%Ky4KT`nb!|A!`Y1PZ8540&z;Q~_VZ}O z)f{iYT)6AMTi71y%WQG!7tq)v7bIm0D`S?`$i@NNKEP9%Eh#<*g1KmA@R zT&-rTP*0r0$Bi$fK6n*PA%EH{5#syWPO96lueWoa+V(o*ec<$=M&45eGZ?dO#J!GOo^&xV8{6~pDi zrK)17Ks%z}Nq6r#ef>6YXNjs;?~kZq$b~bdqPgvv+ErPmwuQ1EoUnz(tEApsSrS+! z*zM0qJKsy-YbQ2Tg^(Q&oMynK-<6PHP&&_XoXtWoEIzElfKB(v?WUsRAMGW&kaK3V zeh%V>W%~2#^htz!mxradPVH%p6E%hSGM2{OuL-1KVQ1W%#i*pa-+bfdz`Dx2L-sYY z#gb6&8pW{KOcd)o3+!DGQ{|C55m*Wvc^+RI8{{3h$WW!|B!RqXdy5`&JWGlYtt@T{ z@0pX{i)bICOm94EhChnc}t(4fJB2Q<%u*&{2mKCGf<1Vq4CeKhz zqUff{Q;O)f5(>s#h?kH{t*vlt4x$ewwd-~YxLXxX8cW!8>ZqM}UcyPdC&lM0rAfT) z+dwA?iF_W`v>Il+c~oETnCg!wwWntitg=MZ!-N|>B69bJ29sqLpTr&mE(L~Vof+Sa zFl6chOUUbKOqE>fBc^|bH(7DAyOD_O7AHN}#C6RxP>fsQ)VVSY$)aZ%Rv5lTRbASP zY?iFXlW8<_P$Nwd%fg?e?1sK1md{g+VBL^s8!tUqox~gfUslwwHXL_IQwD#UPRC>0 z{A|hAe=6?yH0}J3r@d^0BHM?&jDM=e8=@FRLne4#$u2V>MCDnEcFOFczTfR2Pi$}k zR3fVB4$8y~s;DArIqRH67HE3q{;#GtWrN=2?-vLKNHP{p{?E5!`RK@reBmEA9XNI{LFnD(bfYip@7gD)8zYs1Q`%Qy0k43_mJor;HMFoKKvO z0YrC%F$k6MSc$W}VHN%VKQ@rTXjAQ*4(3c$?06fc;uZ&sQtf1OdF0~xd*u@E4xuYP zc;EGb62=0os>Y~|9yIjQ+%`Y&fz~{8Lm`7G=knc;Isdfh;3?TqY%<9H7&QsY0kOqM zV?H){c>evvS+Q6D|8~Lucn6fx)p+pXL4oYRj;_kX!n>l|kpldi@zZH=OT)IjI%|6N zGvt~!o;RbKrhsbMm;i_Do0J;qa2nP8)(}>$gvpapmwc_5;bFN66-7l#oh#|V>JcGX zS#-OtqTBbBH4Qf}(5n~?sQmkyx03|39N8OKun~)z0pdZwm+>%)GXq%93}{v};9;W6 z7ruMWq3ZLCm#?#$Rif-wb0DS3%dG{ySUzhju&Nk6|DJ0GZGa)Vw#^v@Q9c|g1>NdYylMKrPslScfDRR{n@ zm!qwI0vy4;J^S+i{%*mTA#A7ek*+gdpr6XFl^zV7x6zE!znQQJ)tVTK7}WUC1)YZ} zs?I{=U%}+i6Mjt|-p$G(=%~7W)_HY3c_eI9dvffG2=yDASM*sVZZUvZcGF_WVn<4u_Y6`&&CAbb9Kf7d*oKFjk;D z{SK<2Lz#o#f*as^Zj=iHiH>w`*jFGX%~>#L5K)TJ1dz$bfO8XW!o2}oqPijcCJt2| zOSv*oql%*h(*zOsmn-(Aff21gE{Tua!%-~4n)0vlCMThXS0f?>@_Ty%uHI=!PIgh+ z7o`)_dt$p-CWDebo1=^|N zkU*&*gvu-->Rl76XcJ<;By0wwoKgNF%ryeg`dG|lq6urJW|z=o#0?IQjKD7rfdNdCKa9E}4@Fi-Ic8Y>y5qs$%J;N}9~odFoy9Exu#-r*MDK$Vv} zSO5F*z$^uy)VKW&tOKMgEEXXF^7%770eO`Xf6_A~rXbOLbJTV1S$L{aFuV^vuPdVCDY%CJ|`;|z$-!2bihav9qTGDUi}E$j@;()CJIX_AyIPaxwTi>Wh+*zDKA>Q5K*fp1Kra6N z>}?r@8GmWc?Xd886SM=ypzu#89QuM|gUZoo9~>cYfkY(S6#uaenT|enG=Yz~#~O!BAg_2`XMYKKV_(M!n`cvLDiFgRWas zhq2m%hRE!#phP%7rtux)^@|X~$A@lR8?q?rvUnLb9)q)Wsz-kry@*B-!65MJef1FC zLj|3U;|JgsiiU{)VL_QOh8t<%7Si+EPk&q!Wi3Diic{DaV@Hzf6K7SK?XDUw(k7Y6 zN((HP3Wi$sE4 zN4|=)p-}PbSe!thac-~P`=b9a4ZkVJkapyO);J*rS0hGU<}r)eqZcg2k{Ufl5C<0r zV*@kB(v5GnqK!Gu(C86enI>|G{BDU8!@TydKN78MmXxih_v0ei1ae@cnov|IPB859 z-hz-}eR|*x!muqYY)c7J5Z-1Ae+FaNwTzHzMlK2hU4Dn&aVy9;LhT~m9}}9^VnG_X zI8>4u7%aKh&-qvcvNM0LPO;Wk>VqOpB~c6H{t0QWkf6gmHi(3$#aSk1n>UqiPdmVB z!Oxa|_niDtDqFzTl`cNACz`o4m_ec#urnZO6nO9*jpSUgUAQ!?u|>4=1;w{cMA_Oc zcz2S+SjsHfMmSO?;uBDZVSj;+Xw{K%elWJe&95qk`WrKC9xv?z?@_Lm6h55+HLk(( z>AlN`NHd*9*VtzS$$1hYJnZ6tqU%;8ulVa%m!Xfb0*$@i@*XOBF$%-XLF#vxOd?2c+yjyy5TFs6!D$Xg6%Yi>l_{;TTTg zB4RaKp1Tt4wz^BVc2s%?qDTC)Zw|z1K6tp3C64NdRy9%|HSpF!6k#VI$kwRVFvmOr z-&YfWgeG*?E$SEXTOENfZ+RjwL=oA~FH|vTz`TXv6d|zX(XxXi#`b06YSi8wYgK#5 z>fqz}yxFzPo68sG<^K%HIP#BR@&_C zI$zkC^d7b6ZBuf2S|!oi!Z^#4A)4pL`i7O#cUQ3Do~jjUzbPo3=r8Rt>o6-b6VgJE zxP3IhG6qE6cc!nLb>b|R9g(T(a9zmM|ExD}CxWwLV<9(eK1|*oG*Q}u=8b%JQ8E4O zdr-7@g`@7fv%6Ju#3IY%53l!`@^<9^Ugo*=FH-t`L8kKynD9{+>qI;^p)URMC!Z={t-}TW6KpN0Uj` z!4%vcoe$b4S9Fiz=NF)-FmHCIi@Faku(c1<&LVcWu#eEUYr?HoG&( z-OC@*)mlkw{zB*$DpUpA`7rU-#w6A3Hee7h{_a}sfhI2M>G-vDa5H)Qg3ZA>gX>UU z-K)Xz*y7Ox-+S(9wi46EI9lM)0F~l=bK7&Decb$}!SB*BIM>Gspr1ey9v^I99X7iLR*PnFKni}*1EJno^S&AYV?T* z#!z#qDjciUQj6-}%^uH8MW?rrdGL0Tg z2xA+8J*FSj^o!6U@ZYv}-Ci;(&;l!`MNN-)l3S`*%CHcu(RudQA5<;L$s!*cUS#q0 z6B<&tVh^Aj$w&`QJIS^P`w7Rp8|Y3{gD`$|1;Khdn$8L2T7~=Z-n^wobXrfS!^K^p zF-noF1JL-}N>$w=ncOi4{YlZHFu-gUE>GUS++Cw~9YeG3{&b72INw_fGt37VkYkX& zPVm|FA&@ThRD;DPvO?69q@0(1aS-f`)hH0#Syf!Y*RH_16OFSGtQ@(v01c}}TzH!l z(r##O)c+Y*R4ALkWaN89|q>`0a4d7Lt)ImMdjS5@5=HEL%=Ywrx z9Gx^i015!Re^yW6gYJYR^jY-bqU_d$iy?B$4knm!I6{^z+%>+8uqj?=*IYZ1| z%tojlwmq4#0{y3xt}o9oKK@hPbZVsVS2nRrY#v{^rTc0Z%uvH7zl5g|FyifQB$luH zhE0m~JA?eA;MM{+$Sl?YhsJo(^Q$RNTp3Mc{9s*U`6GV}*GmcS`meE8roC4IbY-)X zx#2y#+)2NoX&S61P$-2(vyA+|>b|g&L@8ip#kFoilfH5gy<+3_4*x2TuS2O#@fXJ# z@-P zYG2g&K11j-O~rG?w>cyk{>w&?%r?3OFA|}4{BXBXuSJU+O01gJTD~4JdeiP|yRP1G z{S{X|rE4b=SE-U!LcH$y1ImL(h}T3uwf&+CD0%a$Z+$I;cJ5$4T9<%uP>E2B(vR^w znvgd_yb(}LKY^Mw?pTlCwL3!>xbr2Ur8o97nl0fNCG*1Y7(xs-SrU-o_h<+L*zh}J z3_9XvbcVUs#Dn&PoL1DVQNP;+Hzb*J?ZS6i*M^zc9eeKD=&9Aq8WxkYULDrVZyFw- z@JqX^fiC|@)Z~N2r?xu3_rHF=C`yRH{pQR+Vp9tksZn?D+Bxj}RI2T-v}=bTi=sHN zTsS-9vrbRliZHKQ6prg&Y!bL!2CKidy}Bf{l04|+O6%Z8$E>^gt@=xV72?t2kqe$s~L#r|b4#oeaFt;PdeWXJmYF1S3b692IYW&XLi|Qw-BBn?@LO zFMo7b_o9KTfEMbd-*ddBAr!FlJwe>L`99_R)*Qqm)@b6i^S$&Hd}~P*Zmr4!zaLR+ zn0$8%q@^nl(`%>P+RE&LxPt7y;9&|{nOt}vzAs0og2sJySb~6gCUgczpnfg&<`iOa zdaD_V&og?9z0%F=v~h-jeSO!qUu8ghxxxEfusg~`N1yiRq4dk(sGoe?F;|*kVq05w z+P7`JiJ^CSr72iLv!XgLUU+2JBlf<0D~0^^`j<$i8;2smA?D$CIBsowksJ>4HJSFD z%6zsPz%SIixXo{pUTQ>mbWa#zunrb>;BvoV@esRvZR=rg-2y@Lxva3khE~shKes1? zI3)8NhP^{~2D9}9W@DA!$NZd;s8lENI-BPzawP8HQFtWnd>M>vw^?gN7p{|bQw9N? zcezVFo79md(CH2dS#p8W17WsO`IL1jE!*AHs>Ny8z$oJdJEV45t8O9u1m(R_ltXTJ zAv@n9;io`r9n68tqCSF80^A;qsJAUD?-Q3AxLw>J8u&D$N?I{Ezs0T2GrgZOc+$<= zveQu45ooFO`SteI;F2WmX1%y-1U!-!2LU%E1Vc7i3j@6f)CO+zjY|%lKd698@IpV4 ztnX$@0R@$YbjwtuKSC9JdFItl(CzTTz<8|R!srY5VxCCbFk zPqvTFIqTgZA1f)qc;4^XQ!>r;j#u&nOPF=2|J}4%y1Kk8Joj2g@*4GT<1Zi7j()-N_(;cC)DMt4p-va|Ry9D>s-`9`nr3+-BA@lGvqc)3ir z&HrZ+;0o6AS%Uj`TN0jLq4r4zr|!sPP#EerY0xK$kJ3?+SOeZ^`Mp?13$YFR-s&8_ zvf;)zS@-Js3p$P)HBk=*ZqZ*>ee|l$8SC5V&*$JF>K0gsUmmMHz5-_LDl;dpt%}%Z z$!~;)-vxH01Y&PpS?iuoYx-h%g&CXTmHj$9riA#c%bFn8R{gDVig+8pP;%8D{8xSw z)?YKo_}2Q0^Foxy)&0xGe$`@#GPyH8fuNqv7u3pY(Eq6RXYl+mhBcFzido>1tAa!- zYnC-9wW^N$rzk?atSXZ?sj5G1R7|Vk%cpxQdD_h*4Rz0~9Ak)HcIz7rAoz)&u=ytM>ocPy#U(^|HDsMAR z(X902WM<%&ta)eGn1T>gUN9U~l&fcHBMD28o0C=?$GCxhw?O_(g@kSAcXhwB0`H%* z*apqq4a-*yn!b;1%FNgBSVazlJrO~u=gQxHI>@=gTB_iyg2eW=nMq9ad?ob9Wvr_d zit$<}^xZ*vVtjw(6}x54I%v%F8H8~z*D`rBdLLl;wZif??<3jGa>28#lp+^`mb+_x z+r6O2psJ9dcsQb-J?O}i_wP5@RG2MIUJxL$!_rAzQl@qOfGTsfv=AO+G3t0>SEm^B zEN-jck2PJQlynTu&-Oawiqot^n|6FhQ6U3f+3q%HaCYxdN7pBnjFmAyQgoNA6=vIT zQ{F=u-^Z*7H>+xu+Kpd|EGpfX-zZV z+7%o7vy_v;1NUPxXfC(Y`%q00YDx>7W}0N~7MQ|tT_hZ2wj2pB81ML|&PJ)`y^JJE zr-g{cN5E)b(`s(Y5l_N+R?k}w>zbv(BIbK)Km!2>9mAkp`E5QI`4d2y+bwbHwYVB~xi#MK1-T1CBkXsxes(I!9-OnaqxEZKN~P^=uiTUaiObXslbIc!&6%0XEVACZ zHligtjOE=~YQAhKO4)>YL9A_mD9j5T<)%^+YIbJLwSM+9#$+!toajgfkpQcwuF5A2 z@c10Q!xeMI1^?xMr8Bt^wo!2dDtzeyL)q-sDb7mfFzr1kwal4QbnizaE%}9+?@OH7 z?fhkESm@65(VQwb_tCHvv+2b~%SCl~hi-3N*NIC*_rr=#?axc}`}%i(d3`yPBtVFY#r0ciROy4p489y+!gkZX{ z)2X=I&bix=3rBjt;7Bb|Dq2=}w)&izT}&ta>&sBCG^Rsz3ivu|+ek4xLtTik6Erb=g2h~jFH{8C1;9%-!1>@shmuF=u8c@a9 zC_GT~S9z_Q*&;BS-g{I3uuZbb-(Q7H`q^sSUqoBYG5fiMw*inAeCReWVKfK{?a=#y z&DuoWIw&G17sJK$`}kx6r^^k7P?yYPKso2Y$bJVxhH{5sVvvV*T`K%1)9(?{Sk&&c z0;+jq5ZH5r7rlb*4GQOj=vFEb4L|vtpuP?OlfJh-WI1ucNLzK}4uf!u2m)ZmZJ0Wx z#~0xy4m}zvG3gm}II}kZ8o7f5fP8wEwdBzqfNc}#AUx9nBQk|6fy*-(6js-Pzmh^c z%>TWdj(DO7C^u=3oUmT7`NV>4?R%OG?7MZj3n3~fKav((3+UV4tP|*V|8AdC=6Sbw z6a=$kFQ}YpJ&w9F;$iqRhK4O~a2egL_quNjEFJ&Xon~J-@r`V$`!qHck?Yv)7KG}_ zTq4i5cJlRSrL7o3n1GUFgk3ShfKse|K%k-9@Nfc5v=chsOD_4agV7_Ad|zIs_$x}4 zL^=I}&!ssT&p|j`o@VkjF?hT*8o)>QL?IBb>4K8YaGB0URQJm%R8v;)nBW)c%z{%s zc)Zr1`Ci>1@D8FsLX)|P9IWzfq7JO=bsG?CMQKjFoo$GCL@G_~7=8rL=Oh-mLHghB z3;y868alMKlk>;}y+@Iq+*Ke>rw6OiGy~u;TvyhiXJ|nYi$Bfd;z4{rChzXgWfAt|RBo7KCP+FJ13}(eV3s`K2>IlHND`K)H(^4(D1T zccOIX#1~UI2Z{e()kw{G5>kZP%Qj+xb&H18xUGg49b=uPJ&)(_CglJ`g8fA9>j;EC z$;?#TC>!lN83Vqx1eL&4b5c@&wwV;;z^=oz&iV*N-9*w#fZ_|8|C&l^S*rMbF`(~B zDgA(ngX@)*EBiKU!(uX_>!{yx-OI?_+^DZ#<_LS=4OL)E9b`a?m~m!;)5qZdzU@>m z7m|y31x3H(1g8)35AMsuY1^14$w$EB7zHh@~0l+kOimD$b-z-iB6s~BMV%rra zmfZuQ{G;}7BF=*c)d)YZ|cuNutYKOu&R7aJF0%xX|YZ=`hCrdWNy@;31}g^Th%4?_xV1Nb`v%G_W+&Z2 z0cniIke#<{-+=4hm!w5hsf;~&<*`&*@H$?r?cYQX&A6K}wQcft=&QSqqmb6}iJ~>s zelWmQ3Q69Gyn(mIP1j225S?_01~mEg;3N```!EI^M8d2(q`<55axwk;rE~M~`pYA9 zgFG_9ywc^Cb_BAh&u&Q1hdNh5SIiAGNlw#Jv%_B6MivN>xVX57sz`y_ZKt-~+&$F21 zo1Rv<7)fy9<^Hm~6lP#`T0$A=lrQB{)X56F(#vuOs<8)d- zt&S@qJ9HbtW-CM{4|VnIGIp!(-h3-R)qLBGWzl?I?Dp`#+r;N+xWhRPD)mcZCT|s# z3hk9Gq9u&J?fsf;ST&@{IROh9FTzDFoetc%==!{gov9w8PgtL0q;`6)wKSBye~-U) z{^!RS3mhp){aN`!FIth;!SC^`zJ?g|Mfj*A8Bn z`;BX=RloR+d*YO^@RPlw^Z}#$%*`N5IR)Y)AJ20tNwlbLlYq~GhomBeKqc^&}4s!|RMZKF7H2MxczyRXAcKK8D{V)-Fw_)=Wx z`1E+lfU#je&CH0gglAZhf3$A{uEG~|%?UNX5felA)jD6nprk{?P$3rk$%894h7kq+ zv0|ov#Ruma`ZDoaoBi_Vt8B%+KuU6ZRa-Lyd(;G z_gd?$+zT?|z>u90$%iSOTHyloZW2|r4*OWn?%^fGl|%ALk?%^k66|>xh7%i(oD^i& z)}csb`qMkn6h9?6G@ZDxI|lPpM6P)je^3-0jau1=Kh-JE~|uK zBdM8_13yzrF0t{c#`rQUQkZqvaN7A1;O{iNHr!v^D4q2O@5X??{^P7bN9pzfGHtybr!hO)g* zCYu32?KgVuQAon{--i*2dL(dP*&|X`C%jLE^Q}DbcP-#Jaz0r@u$|>LiQ+~G4pq91 z9WBHP8D9JN&M>UJh^skN{V?`o(;tF=4JXfwrpC2X>Kop$P)n->6&lGY`A+E9Ki9+H zn1bYl`tGR|(J`3kIUN2UTjw2*W&i*EOIBv;OqrP>GD4gvA|*0Hk?fu9oyd{BHSC#0 zRAhGAGkdQxPLVybGDEoEN8jsv-@p5Q-2YsEbrt7%9G}m7yk5`OGc6L|6f75ayir%6 zp48*IItJVi#Ppiq*ZcB_Q6@R2$R?)ll0^qy#VZ<*;Pe;EVWT^f$!>u4i4VQ`V4(uY z_{-#nP^jUrz^{iUpW%u+8Zf(_Ff>hq`>BiiVovz!{e8c!z~l6ad`rLe^f3B|TgI@MUz4ZUB;n(vFLl-x6?$Bb0BB-lJRvzj{_rHmk8i?CD&%g9Ay@sw z?%}=5s^2JHN-+^RBpS0n^J{h0dLrD?p=3tAc=hCIKfijb64C%KLfbq%*D3CQNS?JS z^o8}ud2U1XWm!TW7G+BEIpo##205UKvUXJ2u+)Dmv2(R~BN;@qgLR)WI)q)&km6-z zZh&U=SXUhy@^-Y5XPo(7H$r!j|3}||JC^;VvCk@s^2?br8vjG>1s(}& z@8@k#mNV+tPZDr(>N7tDVY^ol@>~@6tesO^R+r*?YObbf-?SlvQ^I?J=q!H2@GF=Y zKT$KO2x+&(!npUJ)CGgXspLP&?wHv3tQ6`?MbgKaIxx7>}rgjuY{k1%G)N)HoWnIzB9wPwYRSNgkSJRJ(AN&32b z;lnvf0%FRd`456aWJ%@{Xw;lD%>`0Kaf-Le9aGxH9yz{oqMs*M#adEeoXV(QT{8N@ z`VZ+x=lG?Jsdl$#$N{nyM}_IARk-U<*XBcQs?j`p!;;*ag=Qr|Q8$?hasIh}HmU_o9aCv`6c)I}Jx7W*BA1$n5=rK7G zZZqQNg%8&=(nxJh{`jf9O>%4E$`tMbMY|eT8AYJ_^H)+Mgvr;i|L8O=B+Ng>5;!u! zUh7*(7Tum$lKt`26W)Y)p8`4BA*~BmtP%o!3N(uZkdG_T$QZw2})b&d(b) z$kTTz6;IJ1v=>?=geLN@@3(5@t9SF#S}j!kIAbR-W5lS$^*Y|`cU-ljq%NeNp?uO6RD7k?>njAnEAc?^5?@_%r=|6*e zW@;k1!r0IG&^jQ+WP`Zut$m!!x$G~ysqK7PRzWa3`(DtVp>Ur7ub zqt-lEIES-_1i<8A#w^9_JLs`Sb%k-x&Qh&+Fhuua+@^k==c~Q1!<+Bh-?G#QYZyF@ z5&fz7$yTE@FHSTy;eDQV!sZQ}SzDB-jd@lQy(#})`-xl4T7gUh&bV}WgOGB6=J4x` zh%UbDMpm7hPw=f7EA(({i`$D1<9Khw_xEs9=i$>no_y~gEpx1|=hZlFd2Qajuh*dd zPB_Bf&}*?^S=LL7njQPH7{C53`=s)d{2Nplj#}O#V4unxsLcuUcI5lfEW0GLjk38B zatkDCO6M2$UgcQsskX`xw3`fxL6iseoFi%iNd4X@=g({`(~L53^2g72TF9j?SBL&O z05Wx&pQgvxBq3~M8Ceio_t7RRy~0VbQsSJs_`f~VgrFTxF@^E!r<#M$W2my)9e*f& zxK7zeTTW|&6N+DEZ_ZD=oIU8f{^gscB2CPN#cHgBOXCI90=Khu#uiZ$%0Nc;VhQ$b zx=Cw{K_KE*D-*?pDGTzMRi^1|lei-}cWfsvL{M(~EV;+rk|>jXPpjRvtGtD$PFf^y zTpA=T@#8xI)AUW|@o6r42YIKHQ4THCs=nAP&QEpHj=FQi%!z$Xt>U`wF+tQFCDM0q z>ghJfYrMj!nLi3k-arJS+OQWV%vzM5lzcb4z}|W0%eOWyf!?Uyn=kp*bgR>cvu2nT z-wr@Ume#W!?p<0$;na&aZo9snys`{I-;=(D$}Z)*ENoehq z$`-C=yhQf3xX8ax+e+h2vAe9Jj){;fS-g%VCviU>MU_*0VwKpCM?eGP7ccJ@>?>M9 zR#aT`n!uA3Q|ZX6P02to(ZwhC`zc9yu-!4`_!^iWNPJ&iB>y-$v@J}Hb95Qk&1oSY zj=k=n!DSaC@bPd|sV#rUzopD#V9htsrJmtd^Ap1Q+MChd9Xstyu2lbP{ zY*D+*Ha%9tNj@%fG`^Lk^W2R+B{r)s?yfqtxbl7UI|)IbrgY+Vdf&=xZ>X8nKf8yw zGvUe2O&a2T0~n;kwCW<}q3!bm4{m@u?Wv{GTuuYIK2DYIvelv#x8b~g^2>B~t}>+N z2swngH&0eJ&s{5@+)1wE@wa$SBuQf@&JansN6};5Zrte2Q7)BKzUxyOd}=5h2y|KR zFaGeKo5majugv0KycbO`GAAq_lQ1x`kE#iHHGmjtH~`R{7%x6!h1T?a`E##q$~1h= zxka)ly1pd7q!?zx%V1S(xiUUHa!DPD4qB4uN$WXJJggMtFjmHRjaQ3#}6T zbO+eh-ANcts${C2@#2njc08bDx|ts!zwqBD36vrGVegZfPZCc_H{vL6zdTVUr+Zpk z`+mz$+}gW?HgUNRQEX$*AT&udd3NaDOW`;3TyqF!Ge(Grn0l%@1wzl=USfE+_rK@O zE^0>hQEXBsIY4c4I}hCnnH@1$7a?psO*<*qbuyKX51AP>Uy~UnU9wk&WV!POK3=D1 zGGQbUe|GL`8E1-rm_Wvt2C=IGa>p<6LDUTLk`=WkxRuMyyGV`CKM}}yDa~~9 z6^UR`=M)c}jojGi2Qx@)i{btld%rP>!Y(Z`#t(b_#?`2=hmM%E0B^*>DBSjV)VeXm z`)rHj>8TjSE~>x&ac5p`?<~eFFodpc`iCEKLN&T(O=7XyxmFS!N7}(Ib4Kf^46>l+ zJ)uDO(-AXW>bm2Xx)RQJfX2m^v{RcHa^cNWWB|1+5Zob^{+nhZJNk}HvW-5_srj%H zk_ucTf}k30XxUfHb7qnTS)d9?HV>S!Rr$+WO!KF*IIQM;`Kf*YN z>mNIYrCy>>-zW?IXEWp#SNpJrNK|UFsFj8peXoqmHvg(?&BmK6w!0?NI&7u5$l~Y{ zQyEM|*LxO)F#zD@bX?vPeAvu~fhWJEqW`m_TL*~Vmhs3X^}lbxZRXHI;sXBtt)Fq9 zlexAelrCHNrYzbJj!b7?G1Hp|Y>=84^-HT!ocgr$fOAhkU88TnW~=YP5=7hv=p5LqyIgXFvj;NWSSvV6GXxo4~5e9bwMrlw-FG%?$ z)b?c91f@Sl+VuRjeU_M2>XBL_|I$zk-M_N>V5MMgULqjWR->jf5A;_ThY*8RVAK3U zMJcGRV!J7l`KRm3XhQF8#1o}-p)^yI*E64{5_Z>MyS&%^5cqfQAaZ$(ip*3fteybT zz7iBkBY%0{`VcHp1&X!8j-qn#uy=2WQw~<_quP@2-7l`-&l7aE1DTrvbhCdf(MTvX z$pST=wO4?UpbB&=!$;%rEB~>sM!<8C+((WAPPNhG0u>nYRHA8BFeNR0+70@RO5jzt zNCAtf5(Xc`)*#PXnh9->f=Ta_tYoK96`Af-h&6gTR_jAp1r~`t^XodqYzTHRTb(1x zGGhZ}Q<|eF)>Rb#3PbJLxi9y$^=T6#L5ukPBcfCEuF3)!Q5&f4a}|Un#S1?qymnw@ z@RYt3WUK90Od(Xl0OsXO9)~E@*4rC(+Kqu3Zgy+sJHE}CZim@XSnuK9?;6yA%y{K- zzB{a-M>Z=#pV%v#uo_*h+O|o~oc%vI^jlJYsZ=dcX+hZ^yHRW{*H6Mi5DW?FqPxp?D6icfimw8va!~pF?k3Z0*%1U6VjJz8 z#~`Gn{zON+W62WEOTR$gvp;wUbB-~X1FmM7!s}Qp9PI50KUq%r9WfO5A49l)K^xI& z2|`;KwZ8(d6nGHEKvQm;*y6m22lM?jXkR{eRH2hDM9`zU zctYO`TjugPB-QiJ22gf!?$GBBmA5(qWE791D?@!XOPAH1UQpGownhs&^eJ-h4x$L| z!=ob@G#G%I>A)En%we|nJ?DWa{R=X?{y7?j@A&>Zeb(_F+G1O;kJc>jgXSlU@V6L3 zd(V~5xzG319Rkofm)|t?7rfEB`qLu_4pf31eW`y#i076-#)DItJw($@(X?0F5gw6| z8k>zukf>1agxf@;SH6`;eZCFFK&h zdad_#2o^L|@ZxrSyM4IwcZ&+@)Xyb0!-euyNs8QDFLPJiR%KsLM-9RjKQ~X|VFl_m z!LLZ-1GZ&G&)is8RTfTCkrav1c_+qs+?M}oTH2_IHmwqFoeI`QuLnPB=h2Q3xLn;M zt(Zkn{{EA>7uTtO0omIcUzM>dV5{aSS0Q&WR|OaArWmY28nzQ0Pwg-@g+KI5 zIVZ80{njR-ydVRsbNjod8YI?3`LYRr5BQaq(Kbide52s&2 z73{*nF%;ybc0VtpxB5RP{=KtcE1~hlP%AcrcE*}JGsocGofMIeD0rXG#bk<_M3-);GsY;DlbQ0g{EUag3*RnI zKNrVtEEG_f{`xevurvIHN++n@)P;JcB?lB0`rJ=*JRKhWGL0c*-$i4L@QU5atF2#k z$mss0`LS$WA-NVms>;wJu(?lf6j>pdY(X;a+jUw|0YuA6lQ~3`ViJ}}c`1kLS%*C5 zoM1`1ixD3&R*O|O?LJTDnUd0}Nv;8uxvCAzR|mOze?p?y>NuG(_pmt<3cjFoxs>p{ z|JVq*d~>MyErhZkaMEOP7*qx(k)+8UPo2v4T~(w#*Y0vPCV{ zz6&!(eL|7NBs0cf#qxgI?egPsN^DUd%1GxHn;L60`wi#a+5L-i!J+yOdQ)Paku`Jb zEJ9dgO8k3e`0yLddfY<$-!?jF`GQ1h#HHc0b)6{!xr;o`$Q?lh(yX@=OZOAxJEyP3 zEfbl0jI3MDqAyzrS@RE0*R|vA9v6~ho)rX^dIwgl!tqs7Qy{qUW`O!ETGA+Mye5%A z`Jf`R_V3NQWh-cRy!IlXw^nJgoP2Rwoa9udLfBP{bvQdcb!|W2TXOag$4n)RAeLw7 zh|m6>?pN?dvr42nE#T;n;!6Vc3H?8IwA+-<+Z`ZL*aaBfd-dIj_ zZj8phET3C~=&JYN(DLjp(c-wW2Sv%Fl2|mLL;0gtt}^(SmZg87MsYMO=IQ?SXFQJP zQ+(C8b_|Z(n1V^J0#hCD&<00_DE!ePD};0P_~oCV@%A?OD~*$<>lRRRIq9aN?w{8J>xpxbKw9~Bd7amgM^G+Y z2Ea99$s)RZtZ^C7_Zq&5*qn7}VGEl6V}m0%36rRI*!bSU$~NDN@t1y%=jF{^wM_c( z3-q`6<&fjAyQ>`2zMvUgjAJP@b1kArLCVgna2Z;cl*w_uhQXvJ?{UqDu4^R2B>yCE zs`$rn%OAlz*#VAqde2p`pPOEPu33_OG~bLu_3V%rce(pG@lI*yPCZFprcbFXU9Fsn z)$M>Y!oI(TcLJAXmUIFa@YXIJL53N^D;L3LG;T4CH<%`utha67g>^pu$yA!xdpxRH z&yD-E{AQ(ahQ@e+EUH`F-}p9B>W#-T%r@Qje(@uxNO%8=GBNxKL$~*fLznCB};vMA`zkSyCEz-Xh&jKI`uI7^A@+)l9No zzewjh2J<1<>@Sczvw76HV~mOAhLNCASzyVtussBaalp^hCP75%(B6%!SRkU=Fm}eu zs%o>J9g3R|2PX;t=NKCk(8!wdYi^LGqt;SeRb3Gt89|b@pDa|cWThmvgwVWd?VAMc4!Cnshc$$Zae*{ zqVFN47?;+UFlB9OdMgw-M;y{{EvV=oi!^myhmB#EBvPF zUHHQqtLEFb9QXXUDHG~a(~)P(oh6zEquoXC5%FS{1fI`Jy>?}y{iM!fg5~Y423$i7 z&!wdnOsowSA9_S4yig0jS73f-SK&$a?Py{*L64*eD%oAob#yM$r(WNi$Cy+Y>#C(l zUj8V3s{9vtb@O!bm1z8dPlju{@U|>;}Ugy9z3w821GE!h`R(60?5}sN=>P#paIso*kY)P;7cmuYH~R zrTFx5&lqoVUEG_WkWo`zUj=~NlBtiQK>}~=O!?lZp}s%9sqm{*bV97_-)%(NL{Mg( za}&MgP=TI!^_Lws%}sS=i25lU=QloIwrXw(Lc`k18%m@ORL-d*Xbseo+r}4a`yazS zFU!5P`@F02$JNOlqDvv$XxV=a1lbiD7LqB3lKGT8Lch8FY1rLS4GQVN89@UZ((?(F zC;3>E9|_HqD+>u>FUp%gBO^*i;)(WQHN0#V%)^2>Fr33Wq#Yc9)n%x4v5lmQ`{Eq} zDym=`lzW*|Bt^mFAa@%4n|;NO1X&79W&iqG`NaR`CdNBhY?0;{qF(f1znF?*#z!Jr zc6!lFTGg@a42d*WbxKY~0ToO!yn*M~luXV4dh$`*G2;Z`KptvrM*jW#0$4527ig@3 zvby;bkpZBHsV*FVwq*#Zuyun!l9Tw?iO;0I0NEy|_mg_|ZQgQgNrQLVy@HB8pPyFO zhfH0kR{bCDObz>Hwzk+WsPZ0-9lqe%pk&W6(W1g>$bQF{>FNJL2*|VD<(o(B*m#fI z^ol@(<_wbdB#^j|p-wdFckpBGyLkq}CyYO#(_M{+A682r0K3+x_4~>8lGT4hi8jEz zfST=-p!v{II70`~77^tfTGTvKp!^)krm^wdgmyTQ_uhwi=#eTaqqyX|RQJ-ojPOGKzH^vUEkFf}2qJ98ujYLC^z1Qercj5{0^WXTeS_iprnh&E85$K+}a# z0`~tEh?w2*kVG{{)C+bZ7O*8Qn3Hl}u>nn%wA3XCwlw(~5bPPnt%g%LjV7*v5l1+P z1@V5|+Rqi*jH>pzRFg~Vk5FSPiUUx`QLq)JgCG8z@r4$cR@;NUHkau%9~G9%v7r~# zUVJZeZ1EJP2mK&z9W=mg zpVeWFn+Z%Tz%O@@{+bc9!n7xs~+kaeLhVml%#0;U6eo<)T#``J~H;Je*+P1pS2wsX1T z>OA+Z+)VxZa`R>h%P)2oIT))~Oqr zKqGhu5-bZaY12w)@u8Rk6kE{lTl0|t!=((2f?v>N$GAKB=ck>0skmuY@EGP6Uc+-G zG{yp@KaLsRl%KgNc_XJSyPHkxj9EpQ1(Rd#3t7HktV_Y*N@_b&)<%M0lB))eK78z z2<5+ldN4_`y>4}z@&5-XsEp$M@4x(atp_nqis%4z4%(H=U|YQq=dPA0+KQk}STe*8 z&cgdC{x{4M^jMh^#&s~(^d)FpIc-ujZO+nkP2{`cpB$95(ILHQaD z8=$2dChGtr^dP*Ur5U|p2Hv~o{T1%^Xv}I6`0x@??I8?Yq%EMT%|B{#T!7aZO(82r zlN(K5zqQSgmwrgW!^V5Y#`Vt9GIjiqtt;I*7rh|;%mUH{h0tK6198==;*X5>l?CtB z-v+|c83LYmI-n)C1ka%XCQ-423B{U^a2x9D0JfK5Y z0acRI-Z%8)`A9TE^2v7{-jaAIY{m~QK3+~2iYCXsH@0S| zRpf0`zt94Iy?vzQV)m&_Rro)$hfrM|I*{IW529vfXO8g|h18>DNGCh5l=64C@<0AF zgZ?%=$`1~=kU_(DpdUlw80X!ioj@&Bo@V(O5I^nAsZa+gXjTR45i8dB;~y; zg7aycF(pd-4Kx%oVui?=H(RY?Xf+H6Vf!rU$y|8ZF=YWngBwr(1i<$@V0V6gJp&qc z_===aWr9xT6nGZ%du8Ko<_^#xNd5=K`Q7o7u8*|3Sxs61DDn`+y^$;>gHD4n99L`EeI~W6E!IB~ZEaEU=wKK~|m` zLrabGk%U^T1C1Hth|j#20uwL-g|ad48rC zt<6!+aNGK1W0+|TIQ48gyw%6JLUoI>qoE1G&1$ zpm#S4K}20lQB-h+h{2(o)#+{)^27rse!5k!ZtI5~qjzvhagz!)KmpXtM^PmZnG)%G zu}dp&*ZsK{llt)f;xo_dY}%rKv{j@k8c90_9jA*O);MZdyiopIdfyWFSZ^h@C0R@ zYpH#L%v&w73Q(TeM(Is2z;{qsQ^2i17O)E+W=|u5xmVs+8~itP(CWt!45vF#p8VGRF*f?%&%Jo;Czq%tdhdSS~BDnZTrqm;17Sx^o_InX0DQZ z7vh`rKDqYX?9=MADEB5^$WTcUHdiuB%=anCiyEmmdcc#!gO&+LiO@kdfS6XW|EcOZ z3DnQqVx1p{MV_zlW-ia}5y(4{>|rMMXa@~DN?y~Q?|*(}Js7=Ya%E7*@sL8qF&HQI zD(HGf*=I?=N`>v5F5VL6J0VXBUtBuACyI6@g-TB+4?gjKhjIO1uRea;BwP)f|2{ug zk9lhUCB=x7O@YQxz18&fH~v2xV5DKWjEGG8;=(Gw!%JuDvQcb1wth}ZwuZ=7b^2Lx zPu>9>@`YVsV|_MMs;%!D15cR#ANx9sYhv__kD+76Y_N?xQvH<^z<(}1POo=_F{Fsn zOfH-zV`!0bWDnov_7N6Nk8_@@a5XI$4#J3}a_k5+>$}}U2>h&-awwm0*%^SchO
    IP*v;p}tHd!749{C8p{$_v+IQj{moHC zecL6_33H8IKRASnfun|lhXT#jHA_&K(L4nuZ=N_h?l+9;qm5~9j}zQc#ZLGm4g3EM zReZTB@b_$y{eIRR2KCLJ0OwhM#qH2Np^pyfAvEOk&`u>t#ppMZgF(=(SV@@r}R6Al)VB=Y!KgRa$!;^yjRc5OefN54xBYG$ayMQu`*aiyr?n z$pflzh!fHSjJj3m^)EQD!cF+Y5RC|llaK**F>UGwd@iwN=%Ejncj}W59lLP`Pg-Hd zY+y42MVD{*^5Z+y-Jr@9?mpgTpXj;^XTYz&?)15ycih85Ry5I3sABmekowIYpyjI! z|B$HT69;tBVSD2=pPwr7Hxl_MuWU9EXU93QNaePRy6k7*{OVHmld9fO*cZXdMZdkrHFvL4`tPh#JYX@SqJ3fL=Bm%hW>5*&SD#7z5~ zq5{P3ar7rzq@vT-5FB25f63HUA^IXWv#|t{r+n~MnP@+?WgkXTv`J$?;_*N+HPg<% z<0&p{f3Uve>#&}^F+!GcY0#RW;+dH61zS=khie(qvfC1{7sD&OtAJbiPy}wfJ2#t* zAd_PI4+J_)&D6v7IW3b^&NK^?tOpZ}|FQq4aVImSfNJ{u=kIzltjI#}qTrc6HOjWl zziX$TgMuI3xlpMf{-|q{-*MTF&6H+-$Yu#>S7=#dJnAf8gw4y9`g_ zREfO$JW?9?Z(S1n5H+U%hBtmm{sQxN0B!9b87f(3qVA55_ddqTtToo&tTvOPgB(Kc zeRp`zO9<~^l_zY90MWTWD0K4VU-#;XN}&W{=p&@C-9JwF-Lf-^AehXk3sT1PYwI}% zAV=V~Fedc^RU&Nmz~hU!d!pl*ZbJaedCbxKU0IP(zVm`bd42t=axo>uy->g6l;E>1 z?!D=DEHdQVZGo}|_>+T6bs6#wX+n?Wh9x@6$U4yVA;C8^StGU`5I;*N%AJ2~o+OUS zTw$0FaeAXnzhtSghb{?GsHQzsu)znBSb71`r_)G^)OeAl+A35XTLzFi=qVF5KTR(@ z45hCiOZ*bK>O&#y-z6&`u+~sRPCo*94#Oec>ke9NbNjt2s8dJ$@tV<*!6CCW%0wMU z4K0t+qG%8xp#6-(X2B@q`hm`D1z2<-(I&wOO&~HgCy+2s_eVlL!57r=F7AmVl=J(l zDZ@^HIoloY0f?xs;H?vdtwww3RrB-y-E%M&4J(=3=P(U-SUDjhLIXn}>4 zn6gD zx8CAe_}<#Fw7kuyqe-RKY@aDvfrn$7`XJJC@*QcC9hI>7sxDcb5#k#XHiogUHlax2W%}p_MsqBZEa9XWf%`BJ zKfTsqZobH3&OWr`ve4+pG2X-1a!!~fr(gZWct#v9^vXM11(KfIE!Xl@Zk&}rdGYol zqf@KW>>}p2_u(#%Q8jLWZ7|P-?Ov(3qe|jILz*%N*u#OBxZ z$;Z_6RXn|XS6!$F21M4Gbn0fy;q@uG)j^Q)nW?=%mRw0pv@E zvAt>z;3XG^X8F4dFfL3pO;tk}?2)64xq_~m%&3IaTT92Zi&`u+oete4W_J<+Z77kHl+vC&l#H3wtqUQo9y!t#iG z_fSvkhsfGWA5H2l2ceTQT>U&noCy}`$Fc(D9>dh?VD1u6#D*HKa2L$j`%zS=?`OJ- z5*aGDPUq6<@AE8+CUiReX->8pF!diPMv3IvB8izOA1g>uujQ^JW(Pxh;bVz|KmiIU ztC^5O6NqZ!cTPQidgThA;ajHfbUD;FGg}9B(3EbzX$s6Kymf2>szvEh0d!dTDVT^$7cbjJG)Ga?vKZ04n1I=8gR zaV*AxIZDA%otw8pwa&uXBalOxX&{S})K}U6?ZkN%hYHDHW;)uZl=<`sI%=%RdvRg$ z-n%{jaE0NAvK}VKL_g)qQ|tK?ria~V1v@OZzPC-Um?YWaRl4iVVNR<#`tA@wQ;SF5 z@6urnwMqBYYC2Ts@_njCy;rDykYO4r(Nsf%7o=Qve5Ddd?LeJ2Z5X{_nSb%6EmP=Z z%gl%oBkjE)D{C;-oI!r}_!0U_osHE@CQsHc0zD9Zd}6-jqOZfwbHK8-)6V_q^34{) z8W7{{nHcI_J0(2&-TYG`ZW~w3^c^X_eN7i@#iX5XCaD|zxWRdT^-iqgk5L*o8#Pl( zU(c2)P6sik8MTZ8(Pr-C>*DK}d)>G4oU`9vNjKx9(k<=rx`hCT;j@H#FB`qRbC-CF zN_1rRw^{zx0?dxynZAkpr-`YRx@5zC`I*e0oF0<6Dy$kK`i|kUbWGF#T{rj`U8W`E zpp*>ardC?ck#~VW5IR?YDc5yo6i*A&b*E{Lva<5M9d*Sr_>(%({caO|EO*ym+3y#k zXyy9y{(b%w(fh5eQhd3kv1HMD6P}aRml=H{nU$lPQR{YSJ}U}PJwUh^qHt2iY3(XE z14&Kq>&&LAWdwND{B>}@W^~}^Jf_7&xl$GrrhIxv=|3-pO^VsAijPV1TDOiV-1=nt z&n3loI#mWdc3&_0MVDa>3A`P&^p9;KJafL#mDO=S1=lxpN zOX`o)jeOfB2yWz#beh+P-D`F%U4G`!6dbnl#fMOhDI@QW<$12>zUr0rq?mE+VLtoS z_xfb2J^7L{{6RGLQZN0<>Ml@X!3~4w9V~g&0yf@q#Z1r~f{4a=wv9 z!o8kkj&$`QpN<7`E$il!$x9JYp6-z$u^G#3{h!*S&6A@@RNo6Iou$U07n}#n+0J0v z8G+9ET5OP>)~w~LvKZN{a3+bqxVX|M6YOVfsZw4Qp`{~dbDi{6XKrn#tJ zJ^(1z7wRU62vovFaM#Rjp$_8_ONYv}dJ2!MEYNk$!WArp!j#YmLgg6Vdtj?ZCxUnY zxw`!P*0}_>T$HXX7T_@dCMeb;2t;4ohyU8CVPho@Ow=??i^@&-svM1ZreLB$4lMt{AS>3tNHdO)&4#VghZiVv^Q8d9|4lP=MY2kQekf# zz-|MyUC`pS9xej|@jXCgmqbu>u%z1(-EJ;Or3w(;&yUQ}z@#WHtBk)g8^LubHj%7E z>BY{Y2o?t2I6n5qKZi!rcf^4wYPyZUIon_jHJ|1F4veNs%FmN8HbSt<-8+eAz*Y(j zTw`Ph;C`ak-!5kD>+7SS%MR#(S^l!RbpJJ2gHX*2)LpYsdy9fk97j5H`bwN2I%kE* zh{!7?O$^rY00PbaVb9*(Qi0VQL;aJp@N*d=;IMvQX;x8?3tltot< zx}?1?L2Q(Qsvt1074U_?c5aw$h3b$wp`@7OFCh_y$0nf+;b{F8GCYkw(DxA3u)G1d zzTZcysa4P-j#Q3=pEZZt3)YW+tf5i1MgC%L$3g8LVcTq#1OS3;&*7djXG`l7F&_kW zU`v#D-B`=;sjKI?Z0BjiOR_g1usf>7Syn2zy!=1D=cMunI<9R%gfaiQ026dem_y#5 z{R6r#bLrnd2#-eOBw&7N(hVFxg=*?~_)xTLEx2?=@O#mm_<4k4k08NDc=I~!j0%<9 zlT`w9(dAsc4aCx%k9ldW+hZTlve`BuLw;SNVR#m0JnaebR;gcvVcLj)bWuNFS9Kti zT7th0GYUIq9*oGv#X+K^%aUuc#Qev#tNAdyA9ia^p_m-GGjelKy3ad3u6{6$!phpY z@$>k^4g&u460O*mmp(bJo-p|0j)Jni8QQGK3=V+W}lCOf7d14u8YzYpdwF*_BoMP&38z$VOcNikFM z-k=&$=mqy|W#2Ze+4j5cqvWa1xC~S1%(h2<_;dOp=j~`NdZAm2Lsv@H33-D5HzG8l zzm`9$QMswP&i@tTfD^{CmbC+hDAou_VLIt+VnhRLVhFgj1z^r$I$8VZ6DY|YBK2Si zk=Xh1-+0erqb#Y%pw3(xN9XL!ZbNl<<-sIMt$l*72Qga{d7n&o#kE0YT7*p>bS}Pq z{!67HpE6npOBIX$6PMaWReMchhUJ^O)k2lm)({}7Y^%WkUhT@+a3NL}p-whuE>k`; zx2{sR$~&FZW2>BO_C#U8Q_sT&)CJ!Z*{IhWR60(R+s>lExRjZm8C2pKWf*-uzZzkU z0*0;HRr`c|M+`-RnfPPrixrMhDJvyO4dIDPE;R}Hnfk|1+4up08{e=wVf2#95u?-i zp}j0a>UUM65!g#3ug-B*L4N9|PoF3y1ISvhZV!DqOcgSgOW459NZ~J@Z4UC9?)#ij zYi6vGw7?|I+PcfHTh>5r-Yfsf3ZZ_NRDF#r$p*^CmsW0Kt)pemx!=P~hak$>8j^0} zzE<>i6lvhvW2%s7wWqc)T`@U?=DI}>b#D8FlFh&uJ1+TEqH2=qWMMBK{04YyKaT`k zMx`W1w^#>Tj;OUy-O5$Ysszb%-g`qZuu1ZO*+qNt8`-Q1z5590kp2{gJW6tWmTph? z)qBb&yx(ewnkREvYth@J+UayNfL=^&$(Bwq-OeXyj$qVoBFLjNrJ){khWd5*662;Z zntiEUTHZLZE}&OJPXF3ri!_M=FO{_C7jb5gi}n%b^s5tA*Hbwq!q`Pr=gtpDDhfY< z;Y^(yLr_)*;!b+jy6J1H+-5N2+czrVx<+?C{6BBPKdMTU9rf^Q+LK!HF;G%2!D7z> zq}^glL|wO)C9!h^TKy=V&qGGWs+JY|hDk4zoN`uDICs9wMVh+$GK=rWE{9EWYG2|L z?D|A#{P+^4%#UWmcvBKlKhfJmE- zh&07HrZeqR>)jeUJvYMlb$cNxcyq#)CxqAfuZI{lK}!icx0Tt${EsoIRVhHYW`J^gfr>E)$* zOhR2YO%-bL5~3ZrZFqlJj6)6B9XG)?h*LEsQmxTI#h+&0Ee4o!I(Pq=2o-c13_fki5|*7L0fR7;38QJjt;}g4_z=j+5PB3C(3(bj!P^3l1J^h>=BEn)O3 z(uOPlFT^sTDHPjQ_d!6KDD>n%Ga9bkQMO_nM@5shQZV}Llgzs#E8!S(f>abQ!uCb^ zTz^)!_8yy$yBE40)HXPkp*_aauu*|y?|Hd=t1sXyk|>*z*ul@~XhG2~uG}%XX>KEH zhz{DsqFPXqT#D%@dsad;IQih*=QiC2QdLD9Vk9Mp3-N=A`{*bCo z#Mmxzdur&IK#bnrG9&IFWTdZA?e3a9lT*S6!7?XIumsQ;a#qps;vpM7v>f$->SZZ5 zw}ozx*wep}3C5bwcdSl9#c_3 zV@g7w)01F!Z}NMj<9I}-8N%dZZj{_$H;bm}=AM;LxNX7FWH0=&G*^!-O_5rQ{fo#! zaP6g)+iCBl0&}pfbxn;orN>OCo*Wr5q8#;M+u{~^1&32U55wPA+W%tnq>^2dB@i#` zkWDir6Lu4JL5V)#Uuq;Fec9Un{rRuwPQ+WedUM>Nb*iCn&rKp3G-CEv-6_9U)ndis zaz$zF_^M6VRy_XqQt9VgqfGW^U-7jcjQjkvCey92T}n`9c&KGl@bvnd zUwNFS_0R8)8Jkr!#>jjX#aui*{dGautc7O3l?XTIpzHFYDN#`tccCt!b5Vfns^jGE zl4<9RDB5O(d8+%|uIP(TEDDM=yItEF7keVHiy9H6h_X^p?qVe4v8yet>o9vC@nn~B zv?yO|H{u=Mve%~JtiZbe=~BfN{jz5xw82lgyRF;UeSUgJD|ouP@t5&*;xGPrZ^zA< zyMw=u3`YKax;{yv3VE&LzAI#*Y-zQ&1VJ0pOY~C>_SUC<#C?1krHIrUC)#e)v{ktv z3mVp|(+@0MNOfF)=Vz{g!z4$ODa9|s2~~40^x*Xfs^GW|-4aA@O4$ao7 z(nU9w*6A3&W~DdXDQsH;lE2vXg7(Dd%7_m~Qd8WxYAF)NSpHvy=RNoa0VFi!?vCUa zRLHC*F@dIJRle!9UZEsyXz4g+3JH8>;4A!H>^*F&gwO;!X7`@AFl;ONYA=w+87Xmm zaUxP`C4am%{KgB#``5fA5BU0b$p*QGG=}b~569>owVEsQ-o4sD;99?bb3n?e$4f;g zQR-K_&?;Fby}v)Tx#zIWY*whF!G9aTHp~c#>NJrL-O5ars8$EE%Wa#|FZ$JBBSEf- zkL&CN+-*Xc1ems*Lj))S9nd`396b*?BVO>DQr4!cj$t;w_9f+^BHu{=S1Vli;%nsy z&wD0JGZcRORF1a_(`mCZZy%|CI8-(Y;QH~<6GrUH(q;r2#2Q|3WP5lVy6l%ZbDauL zupJL$Y@2RdMGW7k+MP*;WVPW{ScSSx7oZs%wn$6dTh8xpMwuUzaw45d&)#O7Va$@b zPj!xVZ3hO_!=W zrFn<>l1fuVL@}A$ADAwdjU5rwxe{8Tkpu& z>so5xf=pSsVy60uVYw795Es6w!HmuEkqOB4kr?$JH?f=%Uj>UI$V4c%jKKS z<(FQxM85j#BDl!@Vvd2-*daly}zgQdH>A%lZAo{+x9@~Rmj(&d``x{JP+ zcUIZqX~5nVsVnD{*2-RYNRkWQC&bQZ%lf_pH3p}?S9E2Id>l%Ndif9Ku}d1Q0&_&>>b1iQ$DTTvk(dXp9pMp5-4<+C(reHP@)gJ> z6%s z#FM;k3@ws)2&=-8g!kzEj*UX9E9I{odsln7(_){UXFcAq)sIDl8O!!D+0l>w%wF}i zkx+;GWvGVyS1O&j*-s}QGjHaz%}ny;PboZ`5gWZHBQn+UTP$aOV|B4CtEvGXg0Rh2 zh1%tfijLv^nU~z<%D(%O;hgw8ZGFD~IsN2p5?jA>nC<^~^~tq(Enn~lowWk?(<5Q^ zfhtdACptmFf&4|&sEXw8oh-rA*bB$03AA)&08Vl~vd(9|FW0gi-}G@_*i?R5XkDD#DHjx@?*J7B5wRyg-v=?iQ8#ZH%x z7v>(a_RNBJ@!~J3h1Ta1v++F}&QHB--lmAI8iUiY{*zt+>Y_wLrQ~IebbB@$I$@C= z6Q7;oW!LyvvQWaLA=rQ8L`ore%xcU3qWrqV$bbi!)JnR5^Ft^uPIw%A{Cuz%n!}zz zVi$9-<&`f74eYFF>B57*Orx0o1?ij)iwbtFvkK-8lO<8AlC9gib9Y)4+#-Q2A-?|Zc|0Q zhVOAYxyXnWl0|&z269y{-|{kh8lqGweD2VNJjq6LZFUY$-F2)^_W()Dndz6ydCB}O z-(1vHJzl0pc zpSIwekz?9=aiYgsHlc9gZTS0VT}C;bv3Z@N;XIip7Bd*5=5hYf9a)!boKjl@m{ zH^gRx#L+H8nR}omuS^U~=)`sS_Y3@zsT!nzHPSASW(wE@vq<)6q)M|OrWOnxBI}x&r zX6d#|LrB54#BoVf)r;m4FS!nD`5xA86e%U~hrepw+SRvUPm>WE4kE0R7%meSJZARn z?m{s^q*t+n8J+P*Ijv1i8Pqc*jKB~$(W}1g)?x%J5tqt>wQ{=K;y~*nQ_7UvL}WYN zj=`gxr{CIbc3JYDvWeZ>Qdf~T$&qHf8LIPAD9P%(FX2@==7P!JA3lC6Z0>zG-)lp7 zt4Fql@gN%n;qO2ZhRXxbzAE1yH-TI@?X@Htv&0h)4@9J25gZRXW=be4I?st57DC9-cCx6q_8YTG13w+e`iRj0TPRPa!>lDuxf91YEo|aDGNk zkVdc8&GoOip;0Ow|A~ybRZ4MSJ5a=;<5p!DaYV$Qaj8 zriCdlelii&Au^*$tX`Wkb&m7g$B3-P;kE9nE=e~mcJMJxa2-xh}^d+u&v(}Rmw-d-k_=7z&^tR3*rYb~;GF28wJ0$!q`hTC_Kt{?{m zdpRD}qzVGcOi^jQR(M0*>BB?HD4RstyKhl`ag5EkYj6f>DjO$>(a0)5BUQgjQ$cfR z>d#u#YklD8R+YI;-ycv(y9sQ{maS8*yWnaVyB>ze4*rG*#+${yKzVHC^`a)b*T)tY zgPq3T+hDXvqaa!aIVO8meem1G3o`CMx^i(`hF|i{XTxCAmSd2ig7XS+uY*NyCAfoe zEmeYizzb-PK4VoApS^z)>Vb=MYfHJmFo@MPSPEGG&90A#hUGRFUMU#%UU)11au5sp z8^*If5pg�{))+z*GJWBNJ{<0e~-2L!*4NpXcBJ2$xOwKom&VZd^xyjNXm`N>Nmg zvxfc(iZl32Z}|XfGn?WD`IFs3|f3qEr4%bhI-L8E(R&pHwo>_B%( zV13ibrwEIUyCHved`ab^tUq)h=5Qsjz$Z`Xhoku63<*PD;4&|)bX=Hb{fhh*yxtY@ zUn2H^j<*WAdj6^=x?04IL|lr}zW#D+2n$uXxR{n_TCxhQ^be z7pc4V$|{>|xqE(&HNLq#g~E`R#L0o#h~0x2UBe$TpL>AfeN;B}J0`0HggSTwq4FHw zM+b$j6P)u`=;H0yTmRXct~!~k3%pU+FPk+9-}R9AYsFf&4+&DaXN9gN-GKm{TkUrb zM$K0K2TlvNEIyRXPa>FM(%v@1Yt&gZ6Wpeidksg%@H5%ux0>v2Bep{A+dzLj-TNG; zej>*OGr7>NEh^4c@FbKWG}qBJ@n&tFYsWz&|H9`_dh>G^;FHPEqc?g~xYGw)IUGtP zEW#0wCJpl&B9{Htq^PA7hETIWA=ccFQ(nfDjVmTqNw@DDO-<>&j#G5L`{Av8OY@Vl z0%35`zIRH8G)HE5=0b}K&UqjmDi^+28%{L+$jK&MOBP2VI z88t^U1T%Q&w!Cy8PAdBrjVHuLTYdb!o$G9;UfpUoMlhrb(7k3)UGHI>do#wwvTR(YFq7p0UZS{7j7xwCAZW!VARPjeB*4~WsF;QbLn%{OkT^j>p7mo`6i!6;=?_@5RD+|lz9-Fr9r#3>8E9{1I; zWiaw8nvsqd3!D|BjU);99njm_tmukqn4c8Io#U3M2llIF(>t@}3*|QVVYM}1+TL>0 zDEx(7S5xk@>N$L?J%M3Tn#$-x^v1^{aV~Xxd$}Fo6)!r=3+51akDLuRjBq(>cRf4T z@rt4~i!6geP@X%`R0r)vKYP;kA9GBSHu@4z){>)V^{6Uv?tEz9qsQfH;l?SL{wgJo zf=$hLiE-eR9OuB{{x4Eg;CXn0s};9&p117aL}lyc330CPRId7%a!I#cil6eLWm;E6 ze*n|q{;j6Nn-TW<{daK-oKI;wb(F@-arLTFT-P`9i_ADrk`tIs7fLrp9H>_Oj*%DB zdq^bO@C(kjtcQjLDm}*f&?es9$FbjTS&N@UO7e9Z!(L(1+r%Pp1BiW!bY=#^pd)Qn%Dh`%2rYIX7 zpJTW01SX59s2g1~^C~~{{jP}5Y-<|&QACPi=H5n^HhpIr<_pXbuMgN`!uBHeqV{L( zsR(SL_g}Ten$2=?{Hpd3Yu*ZK6=-H^z87S!#hY2m-(E&PNw)KkT=cn+JHIfq0}A?& zmBba6+Hg8;e7Kj{qES^(yeRD4IHPgbY?7Q)OLE%~y$f~5YF_F4kLbV_i;Idx`RdDG zeDhNDJX1$_;}cn}xUuJ2>hNQU^&S+`{r-7}oWm)<1ΜaqEB1YicJ>l1I8Xwr({j zpUji#Zkcmpzp?*$pMX;>C#31kEz>OEL~k>WL_DO+G`6IcB-os!2(IP)4;_BICR|)F zWRDc2J@0eUYillDffqz^jclYCP2d=#qT>3M*#LTsm|M_+F z%5P;_@>~?*%)7@Vcs0LRupicz)_Wq+7vor--bAL}qkP|iJYf2`L3OPSd# zJ+>mB4Oa=z1v57=J?7z^9cXz4``NedTo2bHkPXCN5$7`S0bpHMkH*i-`DO#Q2?^lI zod_=Rhg|avG6E982JRN))fl&GAggzae87$qhJlw5y8*XcJIpfkdvK%GqF}o$bL=eF z4dq46|B+t>-_WSj&Kx>#c{J?|(%|F+i#Z?;WUy+#f5X+9fTmr)fY;C>lmYqr0$9vb zSx9oJS^a=y(?iBffhorCZ(lj*&oA|3=bwK+0q8Nfn9Fah6+_+Z2NEs)1h4~tj=VT+ zv5sHzozO3J!rfj+!!F;?>Rd~bWv&a~LKbp{x5|dJ@FM>9M2V(wMzlP9W0d#&7O0ng ze#uLc`S~(h7n1jMDqgDu?>7MMM$g+Tf^Oir^gLC;`)!AM+5h*gWd~@g1^s(m`}^YJ z=YNt=lB-N6KG~@Lza-~?c&ix_rUS}#+VO=mB*zY_1P7#B^2A&HBsqq0sVN&2JZqMF z$|x$yAaJ=LjTp_B)A%$YR`BX`V1OsWWSRhLX1=e;U^L78?2%gVWU=2md#hV*#qd-p zo1Ek)r=>^kZ~2XYsIM=$waw5#ZGCY5BNI2NWm-kyQ!$O;8+AmU)qnW`{_CY?`eXnI zpB#E&3+OmV4@wD}biYp;c%^!Zmql^AW!iX>^P0gq1Mx zazAvb99RktU6+u1KOl`J*|$*xsz=)SYo~_FVfJe{XC?|F&95JA>HOE1oS2#`Gb8y-9ee_ zC~=PLUmpzrDZs2$`mg1I zY9-5@MgjwQrds+@(;5ZvFtP;}v5?CU=soQ8ly=!=W29Ujv<4J!Qdzxtr!Jp$Zhr< zfq$Q6ehhvq9`}=k4vR4qi1Q#(b8!Vh(163(7_fQtnO{%7HY>w};?z=O?Z#jT6@x$m zJSA%EO&(WSo9up%H~2UGjn)Pluq}MWl1M2H-M9o$gd~x($HCm_&7}s5h}l$NIC->IOD)Knr`8grKCDz1hT@5-8Y^5Vf39DuX zpG1Z5>MpQDtH_%IvB@#78aQ@?yB~J8=Run-*Z(JQ^7LDbPt|Lq-J#?U$XF5)$9Y%j zu4#>*FN(1>4cCQ}5+*FsxA^IWX3NBzlUI!hi*4=|qMjn7%%TgGfAn%xy$%u%9r}6+ zjN`lrJJ*WASsh7vD)LT`z8QpLDethO?>zO8lDk|Cq!=fUDe|^@x$Zm;lX498hAu0QJ<}ozn+cxY1gV{_fFDr* z++b4tTApqZRRNJneKR@f)13!B!N)nug~R+GI;k~uXy(@uHSV3~2vQ)IwB2pWQ0l4! zb(5Z#ehVZT-0Z>I=;YjqVx0T~7gx#PLUuifKIe8mtzpTX{f$i1;{4e<$vZ2+Kra-( z4$IJ$nPacxkqBkA0a~K=7C!$T ze#-l>O9SW6E4|43WQrS}GGWrc83+d^5l*fmUZmfGeHe&JraU7~KjU%!8jb%g&}z($ z^y&xN>+B%O(&YLCf*j0V-NE|uP0T0YyIYg&w>;n-24&{n?3cXOa(SW+*kn~`Z!3Z# zXUi0>=9BO0%NAtKBobl0&Et1?%N~?s{!>pjPsMvpwZx93D+h9SzOkq(mjZ5O?R2{D zunUUG$(y*mrc364me(3_aN}Pa0o0;k#Ovp0<+mQhVytT7#>Uc=1sK2@#_d6n?vt1@ zU~1ii8JSvP@3WzPm=L-Fa?R9Zzk%UV!PKD%*s?8y3tQ5XNoMLvjw#a$k33JZ(rAN5{BuAT!0ey{oy#p8z{t^H~aEYy@rRk6tK0%i9oLBa+n~NxR@PGmdW+p>}wR?A*SfOrhBnxJ@&r zkbzKdj@1yHV+;7oPOfxjVeuBvjcRCft~Scou(y=Vxzwb1e0}qA!_TxY%;wD|5w2v5 zaf_eHEN3+u#XJ}*!p7gtA{Y9om1l2j*0&_*>1>M3;2y}ZxmI=meIJ-IcDW^ieIyFO zHP93P1|kmH_XoDqP)75wZM0Bu_W6aO!K3ml1QW3lDVTGd4-xN?`VAn{yz#Q}pS%#JC>vJ08outX8U3 zg6M>UP|OhObst$P^a1X_`1(co5~$ToA}zC^Aj!Iff#lroZkP(W;6`gDeCA)ZCIOQl z(2E?uTmyu#N{G(+8sc43Ps-N-kX52|{Ni@np6ai-1DZHkWA-Jb!!_oOydvxMVl2F| z`S&9zA04aL3Wz>^dw&8RH3%bGd?~mCV&6MbW);@Q0!QFONxaBbv5!nqmtquB5=M}h zR2o~*$u(!24;!gwbrEk)IBbkw-3?Sox#{i=^A8S9?M;b>$ z9-d>$It>_7VXS&f?I=W#+)#LBK(~Bn`d94{1>lG*0?)gkZ_Eoa#67%4)`-PGh^U5V zNb&a;=(N8f?H1A;=F-!6Re?^c(iej(<)G{&_4Ju~f0GIihj&n12xi6fHe5^}Wj@P6 zHq=z=rdrSlcv^<|IRkf_H+2eZ7%3|m@3t%4JmBu{{RJ7KRX|Cn?~q+sgJsavv0Sy$ z*O#)M%)k5b3NCR|HgU*l-P&VSP1^v+EAj3(%U9P-FB=^2<=F7V?h6@i*J=L{+g$~l z(u0;<*CEe+=zg6MANWn&uT%RhD*JpjW5g7~-q&})n()czJyP;Ak4eQJ7xsT1+WVtC zs!60@=~&lhGxOV+BE0)_u=xvI%=QuHrOp|LmfRg&I%KB%tBE_Q*sd1~=gg)fC}@qK8Ca3=#>(Ffa9e)Q5chVGx2VttE zZ$cNC5#LhE9wK4bEA&XpKb51Eq1dl5;m!xlTpU^i^i6L&OZb*1Zhz9b9?L9XFPNH~I*;ue)-rdk z3Zdt_kHmQj2dkv9-R)X&WP|F$F&Vto{U!7b;@Emb)-2l6r>i(WqCT6M96CxmE0NlB zkdzF}bUs-?lf6GMHd48dF-j*jY*%ma(>uyDE>rc5v^S8YYp2U6b;g0}b_rLffOLv$ zx-0o{Pq(}H3T%?Au)hLZ+l&&JG}+&QTi5CNjMA@iefJ-j;kX7w>h&yz)ZU%>Zjh=K z%{wsd-eh@IW5B7hmGjl|1-qJyqNK&g19#ZgDg;~`T}a1Wol^Z>=;Q|3>b>pgNZBM( z%O=p+y~VipawJl7CSdn@F5vXj9CrlW*jL((^_9ltv6*q`%CtxWxfV%f{yVM&1gjiRc^!zifEn2mG4r+x#mF={I&oc?r!leP3VPXM2 z529^f(D3C8Un;w@BmMk?(et2Q7c=QHcM=`tIytD7_s5x%E2NDAQv32QH5DFrXJhrT zS|R;m!I%*Ehdz#vwem! zj#;7&=R~GnbT}LF2GZINjd>>fDeuS+i^)b?@+cz1=euutCG4^Of{$X-wlDBk$jEL* zMsdry>EzdGiv()98lBpm-yhYysgZ6K`GTctd{a^O)IZlN3imaMkT?*>g71OYD}#*wj*Z9AN| zeb1jHIBdz&_gy&=+oIrfR#qgHJf(_x)X=Y&+-P`mvp5?n6w18yf*8^Vb;*1s)^U+ z&FaSk@T5m?Mz=w`dsNx1_*Uf5`n=Tsy?~LDCw05wTjp5oENNAmvs3)HGdIl+Fxso7 z9KCt05gZgRWr~(7Y8bHkdnm6rHNXTUw7mIWXesmFMPLB=M~B4BlTwJ0gcdy^>KM&# z^)yTPCnwi&by)K39p_dS{QgwTIHWhrvB5U`B}?wZlkE;{wNIw`6V^TZbW>li>F=As zD2NPu0(Xs)9)I)PS0o^tR;R5i1Yxngv$&8C%Iagar(Y%GN2mtPc;kkj*kHB~+<(jM zHz9Hy%z@wf#j1>+$|J1DVrA0l*4b>W^cV>% z&P`*|)PssogpA5&Bnh-`eYIuJbPBL;=)39O-Z2|fiPY1{GW_Yeu$Jx+{UCOATaWON zU(;Cjesucl*Litn2CDrY=V-qQx4Fb8zu^%o_y*dg3qKBuQ>zi_eNWMdCzMW5!~_R8 zSWAbGWtTQ)mCgzY$k8w#$;63s)M-mI*6-(Y-maK8y`yl>%pR7du zJ_hmpQhUKfmE*h}!#AD^a|c#nOj0tBttsC&A1rxqWWZu4s6<*=mRCs`Lm4RP;r|r( zq(#%a>EhwYr$VO&ZE$a>0&{H^q{aE52=-H0#bocKM0obT&V%hie*Xw@;>1&zOEx)F zf%}{o&;AqlhQIl2v&(YgCI2oTqc0q8&vL_nnIh4C%;xx}SZ1Wub&-Ye{_0ewkH8mPbce{aEKYl+VSM46DQ zeEGEjSH@z`X*+TF(}FkPFtLLq!LjQ*aC4l6zo}>xJaGOgg7);ene=3&YTH2;d%E>O zC<@q7>x%+aS{1!{rczlWtYFKY_kt5)DLs%zxs|e&Z(1Vqs}$_y2JUP3VhFJq6iC@c zy5%B}^(8lD`Fu9{Y+MABB5$?bNvDBYw=4N(GQXr|d|<$$73u^HN;?Rat!g-2J|4;F z1F4PQ>+0r%_Jt6X`SP>i4z{&+U0?Gd+Zyy8d22~5*CS`4jgZZ&PLYS?kG_2KL7<%Q zEuXm9Ct5uB=r=%#gNhSRw<@|8-{$Y!8k}@# zubQX@t5;p#Gkw2d6t`Vw4W)*T+fiff$bYM5Rs_1#r=2O>DiP)gtYBnXmR8~_{i?W+#g0!@x@|#6j^{>-z?wsxno*>9 z^u_+zWVdGG;SPTvWxDg=Ql)}9L7-Y0{NqRWI*j5djUPyj`t%&kLC6s@RYNk%j@P+< z1cGW)hDa~_!D>9a zi&M&q1fZb-*e%C2og%l{tUJA2v$xZEP&b`AO4yx>M9^njuflA9DbPtOnn%qo)r@6c zyuSASEt2oetsy(2hcEuXKz4x?>s2EYd8re_uG$FnrR!TeU8;vKoPL_G_hR`wkQI)b zu(O6cZd19XbL#`QL2Cd547w=BMq^D{6S0iq{*=Z<$Uc20h0*CrF2x<*;2Yz8Ex%jX z%7J50L(X<)FLSQqdzBW-x}+|4I5Y}L@$y7WIEId|z22v`|67?JmVpyBmkU~Y5#ii@ zGCEYoZ&(h71#i}=lN4EJn@~~xcL>J}0|Z+H{)Yp~Zpm*w-z;y4cniV{9_pSzZ>%%kqzLj9uE-zTh(`ppRS&|*Ku zMaciM(-8pfhUN#zF zrz>x)L5J2dgH=Kpbq80HuwRflOoiML4R5BtepxgSJ!BkJiEz)wcYvsUka0mzVXLdXVe?Eu=wzsp!I{?`_^2S*p5(7NO((brzMeQ0zI3sM zbYX1W_K}1?^ri)GS*M9m=#2_=h28{|B})inGtxEn!p&A8C+T0cfhCqL+m*eNt$#LG zVk4$QTyr&)A1hAFyV70>Y9%~;(Y;b{7Tj&U(UtVZJ!Q7&V!24{LfDI;fp8rl)|+jr zD>fVL?pRyA4P|)a*ZI(WR&?;bhwF1~LIyaj&Zb2FJl8dCWs<4g+JP2q$bc)?5z}rO zNPfByW^FG-EvcPMu$A7^T@;C1OJv_wehEF3dy{bbm?tuPGmoXpSNgTWMjZj3iF>BFG3BfC~;@O%?kH4DBnz@7A%-NJEj@DVo0xW0G z%W5x#A1n)vv=^Qwyl+uoJAQjk#DRt9I>FY&KmFcu4|(97u2zN2OB1#0je>CeS z;E{8Wo2g!Ok8~gzTrO`73(6QWV|eYs3SC=!e|6_G69?8@=j%#!v+Fs%M0hudandtf zj#RglVjll(bGmEySliSeI=p*M<3IM_qMm6F8$EFiF5c8NFeR5e(yE3G4d-qTycXW) z%5(clewsVsr8Pd5=&WcKG0*D!PvmgGm0{g&JlXmFkA7G=^Q(S~4{09N#lPez4D-60 zj{L)U@S)8W{-=1|t{&u9q(rJ1^(LhD0nG7D2wCa%X_fM;A}UODB`p(Q&l9%G z&zPD|w}jCW-?t_HJ$g$4Sev!nOMaPVTtyzlxZRQ+5HkOsfg8wnTo-0D<%qY=E`Z5mcZnVtI^!{+V}w76$4O<)Icfx7Zm>qQAus($0SL8bp(;mcS0 z9sbN=pYyG+qYcaXEpoKDKj9M??eQXh3S5V%0oQ@nJ4S%E?nBFY%fmBKG5}WRlE&bVv!yh^2G{nvm7zxK*nGG{J z>#6964QM)?_*&%yu}iX7n=Zo!WA63>@S?;E->Yub{Eq`isJ30| z+OHHO-cOCQvpj9rI4yb4BR;mEcvFO=0%0-M52^ir&02_`l3|N}x-FNu080Fu4`?S` zvj^_jk{hQ7V zv>MTt=_Zsj;32GCCxnP$8!z&|C9~KM*FX7kV_(xFH!A5SRXVW9*9>vfrshpep%2ux z*k~Sl4|nq^teUT+EDhFSa?4Wqv~584{qH{hL)PC-w8q?mx{kw8E2I9l~Rm>Yl8F!B+pGbl-S$!jbppG=n)+ z08OrLK|osK%Bp7mo^u*--o8u*7Py?|xEn`}IfjOw;GkBAUM0^=_4BF^u8H%Gwn<%> zXtQZd_3GNUNipJ1k`Rym9{oXoTC14HkVD53s}SAB3f`+>>Uz{-lE(wXE`^rb@s4$H za3<531TInfm*a}4-+J?L*y|_c(Q0XCBcW|F{`O;H1UB?^W|lOv)U(B`v86jd2-6Lj z(I*vXPg7Ew-o5;M)l;l0r`(g(d7!oX(Wd911isf?%&9`?za59GYMr+F{_w2VvA?88 znjd~My7_EXA-Lfw<6!TUPl8WJ9BjpUk-_V#+?zQ{e$-uZcY47(L>I`VM{^Wp*+*oYT{UB8r(Ba%OuA~+Kf*orltQ4_(zs6SlrbitGDZ{yIbsDEN3ND%-6mq|7fFEHv}y^6Ms+h`L5%3m3Io%?FSo{-*WC{(QshGu#}K1x=BkCO|qNX?ZX zZ91-Zia=hM@daE6kz}L7mnCPxLg(Q3=;Ku{S!}-8PUp3S6S!e5%4y=OgNxS zuX;n$&(WOF*}iva{cpp)3yv~twjjy%0mg)`#y1zd5|?exNjhkxj2XAb)7RFlv_j)+ z%Qj=r_~GrfnZWxt=Opy@8(~>6VRty*dLT4KpM0uW6I4GARR(GHD~~5A$d4);N|RXv zp=`BOHzU=gOjqgKHn`O$!9b9N7Lg-Cb{^4RNDlxEB6#*Gsa`c&(CaY0RF5KGMG^bxZ(P26|@6TH4`{1anecT$b?ZWJMgyg_0DMYDHE4o^gkY{ER=3 z^gICrPwN~V=GOlGM-|lBP*B)+z@WDn_+#rqM>wjZ;o2&b z-4E(!##Nrq_9~`3H%(h~_w=&7qYUv02AZUIj?m2EoeO=BN~)MyTf<@mdvXN#jFSh) zmXucO^))H4^|iz#Wd(O%^%fXieyvukvbyfF1L#J-rOt>6MTavrXXN~(pW1`N{`ZR+ zCJtGDha1ajUVNnY-t}}Joa{-?hpS+!$wuF2X*OPVlVik*iJJewPUIRh;rEBsdW*wU z4?3>+{g8l9o zTbp7V98FEU^!4uru@qkK`z8q1e{prah%MZ*Fw*9s8BSFy)r~lJ|0g>?FFHG%XSE-A2Txa$+t9zI72&~1~@29-0 z-V|`L2lU7K^dQ(o%>jkY_ExMDfDdb6shQFx4rV##{%ghsmi}OiQ`I$_3N{0)W@}FQ ziMMtT0JXe}V%2_l5vOx4s=l&_-FSF4L*-EnZ1!gJbcXH#1tMg0;s$VLun|hWWIB_$ z|ELXqoQsT?p5$ed`KHQ-f&op2>qQMOroj^QKCp^}U3S4fVt%o?9mL(0u=js#F#+Py zaG_Qh`KKVLh(B)$ZP)$#5RLOHkm_QlK|7(?65k=y+zVsD{>9;Zb2;xe4HkzxQJdGd*Cml4Bm1k^N@P!!H&>0WtfF>G3Rqv8Ja*2*4WG?jp)$}DdKfyJve zPWY*MC%^)B7Jwji&roCX*OMnMCEtycx3%Tg4;2OW*gra=>b*|9u1RmxD#6er%7X}p zwi5PVJi9y4px+yy%Mum$&3E5y1BFPQ?n8w>KoiHzf#elsW7|e0msUv2B79}%xb`aR zkl+kE+Bmn|5rKwn5CS{)cOLG3;SxIB;P~R@$(r!XFn{DP=$<>6f9-wCY;Vrhm&27e zKV^QbK`5`Nq1jH>CUUNwDd7bE%}g)Yw{}J^=8uK z3bEy`QTFi@MmO;)Da-S?My_a5!6mIez2_cA-j@`Ov~4S@`e8R`chwKSLz%N@;?gps zZ)6qS;NLrGWhzmZYl0QcXmC|tMmg3Z9r%uX|nC>rpCPCq6eeRq|kgBYixBV7WvepMEeh?gO} z=gNw`%m-h?JiNxL@vROI_FRHpg9skzBYdySTt+ff$&*${Hq;LOuHXhaVu=V);ms`OpJh`b68B zrw8!XX3lkFz$G1WeVTV2mpXs1t0&YA7kHBTAamZ3hmmq5TY#Uw(LusBRmtD;T&>L~ z#D9uUOi>L)Mq1-f6(}4rjo@O$k#e@u_&ydo6O%Yc=YoanxO_1YNf&JPIRjSxTk@Z! zWEE~d&GZ4(oCW!v^;fqfsMe^7Mw$4xQRAG?E3(2;xG*p!NHKfvvrMP@aaw{0w;cH@ zT_+P6Gk=#2?y{N%F;gwAiI%ffOLnKG3*S`5^z^ixjYf6zF*OZZdxK@8m_ro(*MB@h zZpGLaHV=}{)Xu^RfUz4A)I$|py$>f!5(QKV+%q&L+)1HINtYyj|j-L|0`K*kF<%#tYkJ7Tfy%rw(r%*v+^ygt5PIZ-de5#W);co|5D|do9?1w&% zJ=5_tpEcDAvt3+QH@@cSym{;vCx$zqdfZEL^C)u)Klx5n+x6XCZQ4}E!Ke4n+x_y> z$rky}8R=_(x{(sUB*y+>-CR}nJN>v;OZ zDi=_jUhnAHauXgO%gmi1>{15^Z}x9Kp7$8~a$6;M{DB|Q!^o;&`0OCF>f%V%Ji+e2 z*pUha#?`{d0t8_6_bUO|mW4?Ealleb0KHfORKf0K$jh|_rt{xSAK;(?5uNMCH!yDz zNAySR0IJ4RpC8UFWkkFpcE zmpVPQMZ)`67eJ;$k-;AuMI~&1X!r?eu~~0M|}Eb#nDInv(~#1E4;f3CJ-D3pSMHw3B=nppnx3rg`ojdA8jGxf$Ve>;P$t9brUR+VgOYIko(!Ub{ANw zB3%LU0d#}i#d8F#a!#SKt7X5RT_A7ie>b)N`kL1F0F|LA+r>6#+fgFDNaZh;KR}3l ze%)`QAs23Kq?Y^+u$dI2xqDO@5aO0B!rvIadJg`P2@)OB^_Ae?{T=NgVYflB`5VPF zH&E1$@|+>_hab7vRK{ykT-?0b;OLU>0ngbt&AO<}etuDt$5c_~mxA#sCNq64nE2(R z162R{3ZI0b;qZnpS{AzjrDkxkJxNLmu{s9e;r`1#k9z@ItWLD?%D&OC-I$2-s8J>s zT>j@!^3oYlzr03aneAYV=&*NTtQ%UTHrO_{!@8OIKAVFz4_?{yJmp0n)0dOp6^@*& zRPey8u&YSp(t`K!FHFh_?vW#>^(e~usr?zDyy)jIsy^5J&jfq%3-U-&Ugc(dtw!L+ z^C92;SvK&l*h&D4g<)Ii7Cy*yz1R|~yAxC#-1XioH=XsQn1ORz3jI^9YsbI&j z7V?c@9o?7hK)ba(E@F1GCJhQol)pACyq&7Ge4Id6+F^PDt&q>WS3Lc8BP>GaDoS@4 zoVy6(%EULYw!8Hy^N|da|D%nYQ5og>jhu266bG&O5K=I;JwMmFtLQP;|8d9F3cwdz zC{x+6n)dKkY{AOl8SS@oSGFko%UFj^aYr`EE0N}cE1;1w<-ip`2aVI1(NWgUKff7a zyC>lW0}Rj1OW5k$!su%Y;X=1!|K=nO6d{)5;`K6Dn;szQdxt@FczHJr)dn+&Fw2Gt zlxHdfIy;K02s;$j0APk;E zOj_bOir-0rIWN7l9jjw)Bs#rij|6<8{3+@-(r7&6i7 zQH97x5pl2!U-d%4^b5d5j;008L-F5`9LP)Z^Md$CuK<_=i{WnVTnCtYfEF-uLk|_dSmHijsTKr>1dIQK= zE3-f431#=j{K@V2zDs|#0*0y>G;%tV$C(hpAukEOa1&+?Pp+O~8<_mskqQES?aJ9z zEphl}FPQDY?V|0qjZl<`2FX+D^7PNP4v7b)Xw^UjnuaCz)X>h(I_M#h9uI{2AkHmL zNEtS*zyvw&5|GUI+cB18yD{0&Ubq>a#@LWgs4gXp#s5j)T#2?9HIzc(H}gr&G-*I< zNc=0Sh`W5o;s$v}U?j;`-1@I?gsOm4CBvc8AC1*;PbS{UFKa|Xw{XwhLgL{?awM#o zQeOKEITbCm6X)MTMi+8O&BN$lVGv8>)M+>OLKns_K^ItIQQ<$9K1k6`ELB`ne)rox z@fQq{&(YodHNC^A&Q?PMA|uzj{w@fMeZE|$A7?aIJL!=`s7KUtyWnpZNN- zLkk;jSWE9hm=6la8d$pcu2N9!F&liJt85}OCx~}L+4QbYD#UtF6}>Y24b1aIQ09D^ z5yqrOKS7Bv9&L5=BA9L7&6qxxOzVw=Lp2*oW?v>HgX;;pkL_OgzBZNG{mtGgoi@K^ zAn;++ftR3itI`?){V46&7A`BjwhQT+_iDcT?f`c`IOfnuolM;Ckn-X}0$N}0<>T;FB>efx3K=^rD5Dtgu_%;FIhLnWLSp4~m*W~?agZM$tru|ejMpf{T$ zFhbhj3L&1y_zB<5<=?Iupc`D3g=azJ_aO8uN7uYCa2TuvqBQsK#Yug5^r`^iP+V3_ zuKC@_LY}IVV&O{U83FwA=wAFSlfMy6C7(1{9>qm_r$El1g$VN39<&N#Q(63`h(_rU zw_9#~t3XmtMo~?*ZlLG+VeY%q8#Pr5uS2ENGYuJY0ypM@USImii&P9rBp|62`7XrV z^?}uq*MQ3PAvi^sMgslDra?2Iz1?^YA7wbUR7pJJ+PC%{qf>rg6NiSH5ELlJ?uJxXNyN16- zUV|-AZ(YtYYWD^XdJ#l0^?kEI5lkh(MS46k4IE=F6Di^jcNq=pMEYK8MR!eSgk?gU z6TM0&Sk(GUIgL~nZ(U>BozAcbn4~jLe(Qitxd-i{y#U3aZ;}Uoe3T864<2n&1lpv< z(7MB6oI6BiWpwt`K!D%Y9JsAUNI^16*90VU_IGW`RMD*r01#9~MtwZyt?yA=&tKaR zbzQty1A~S77h!8-_+;k_A>FIWWbl0PV$p z+#s$hi>#W6cw8O2y9$sFIU#E6SF#nJb>%lGt1v9=*&yhMxVq#126LA(H9|kgF8k%n z>x=c?(7E*BH!^=kJO!@`N}+ex$={ikbwjAV0eA?MK-D``ISRzKnO;bivPnVIF`kYK z=kj0TJ3R($808ez-*fz*w!s8E2U;MPu#n@W<5w~d1!`sb<5HteNXEeAHXeq50=QcaKr2XJo~SjxU%gnVtaxvjtL5E z>X^W=1at;5f7r_8O$j^YXTQVw*I8RHwb#Kade|>6J}I`7TvUDYRXTUn_J-iGO*SO( z2`%=`Ol6eg?oDWuX0Xk9iC5lsc;1HSaQHT#dl3}TPJ8S1>($UqJhmX;Va|2~Ptt@h z-ZuRkj}oR)5HK{a!Dm3%aSD^>qon6_hHB{zysB%9WQ8EgS><^~Eb%!gm}gx0A?H$- z_IOqdF~eS~kGT{SDuXpB5S_k)RQKED2eIk!x^&d%y~)6Cr=lhEeWQJ8l#>Zw}sfq1OK1df$gxB;8Fp!a1JSpRR~B$IU2{evXGaz{L%Oxy=SOZLtg%DJ>QFOW;^Z#@GZP!HX1p@^?&4wTzG zzXWz#1C+X+hXND>N}*jm+Qg|}OzqHeiYD4kYREaT52CFewvj7nCeTb@Q=IA8839)k zQ8~&rL>>9#5@2B03?^6u4^%%cp0BlXht}O2dOE`0QiENvQX9#ENA3-&pv|9c=s7Ep zJ!0N8=h!GQ4Ujp$4)DvpUI}()1J=;l%puzry&K%E@?b=p9PK>b6^ak)A@* z&MzBUUOyS7F)P2_4Li}KF#|o43|7IvBkpp@U4;$;wA9C$CZop$ zHhHIB=D#({yFC@P^|GfAf5_-Y_j6fgr85LMw#GjOp1WdGpa2qZQH)+#@cNW>k<*$r z=p^Us1-Aw#@6y8K3UiYuO#VdF6*E}xA3ZELcV-cEeuYinN{4~H#+}mLg#l*y4$(BL zn3`@XEt8bTDo)_?fY>K_CZl*Rnm_31X2jmBT&O$_H-|5IE}RH;N*v!j6t30CvnjXo zI60#N>B9q$jDHy@>xaVgVPssCgcb2n=V$vZ&@*TMxA-LAeVn4t!4v$@CA^mBD+NnX zxx2>#4EjUu#-R8zt4_)Nng$$r1&A$Oyq&-O6ArC zo?TUXwCfh2#M$~*=H}(}d+8ZU^ z%RdIu)WKZ+5wn~qefjx(pooG0=Jm>ZE^`yYv}ThXy$qePLeZ?zBBW^s2lHWQv5Q?- zkm2XNS$JsT>6XI47s{e4^vIbS^@+&qN47J3ZY(D8U?6ZW%70c8S1}p(mMs7E3QO}_ z!q>?Z7s?ebMoLY_{*El%?;XoYR3Q~C`;F!t{be~^xL7}1;4TCTl=NEt;NPDt9WK^P zq+EKQJE~pZcz#XRyBa)#MxZX)&&J>R)yGk*>wKAR!PA~$jd74RMX$>*+l`F0p}dg3 z!U{S?kK`BaZ&Wu=*SvQal*B$SG_MTcfA(dadsUmD>1F2oOR6lFNb=F8KQ2Fcp_)}^ zt4pt#adB@!wiqG1h6R>cy7rG$s;xocEm7D^#&!mDRi=B*6xI?u%qD7%(O%FB%^AQlR_$TYbzN2nQ#dt0`*N0MvL0t5 zF3pgDaejjkz5rhLVN$Jxo>_Q&2=u$V-Zt0103SMi(rc_;!L}c%a#19|i zEA;!R{4@;+!h287vp!VzC)eFyLDWk=y_G5^vrgYDxtTpjl zcXAtoC&9F8IN%+c-G^jOe@SAmO@YW%2*s%>ryj; zeWa#xx4toS!ROWA>XMmq+Uc0Cy_;e0|EuO@3U4LfmC(93OLvKFetv zcQjXR80^qy_G^~7*^`mAm5#bt9{efG`ifL+YIEdSvdfv=&U!#p;_l@aoF|*Cmtk_T z*s9x@UZ6h~I$0};_^=Y)a-^5nn?7-Fc|e-ptim0GEt#$OeNwDp%5>?Ic&vh}euK%$ zP{Ao1u?$zQk!GDL>a*}37&Y_Y2q<_~bhDJxX;M7#GQm@TgcH@v5>dOl~< zixRB6j&3oZ7vy zjIWCLCwl%fma~r4R7zP7{kajP7kF@s0*K}6ad6ApjIHhvVbSmj`A;@zFtS0XY!jI% za*i%f$HSE&bn&I%s0Hgo?emQdAX<;b>Rq5cJ#_7W3@1ohd_;aq?#|8d5i8nTP8g+REd5)&^9ZTIYQJ2Ny<6 zj=~!nYuK7P$}ClH2hu#Il67}Cgyikd7Kxbp8a*w`h7eCa-A(Ef)x+6G(tv7l=F7kC z&m-_J5sRBLPwxLA*evaz^52g9n>Q~i#=}c1@#_FUHUTtY1kDgZ_4{CkC`6$_$PV#~ z5wl5$hJyg96}06E=1F@WvumbZ9vUQjjyuS7R6ZZoHY(O@3+H@@0s2u1R_Y&n2Y^2a zI1JlGq2vz+h3Zk?to1kux45my8{h(a^ZO7c&g^ZvP3UqL-#ci$7(`kjy*abMM+bbr z>E1TP1)So&jLU0cN72TuJs{yDemM&R^N(ie>>Yr^;2HwxRNII0aI2qV)yb9Q4B}UR z(Srv_eYFTc>VZnw^aMe%PF7J5QMgag_NU)j9g^$*2W0?TMnk+`tSE?H(CrWjSp`a_ z_Alw(wxc#PS|Lcac<4X1zH_j7ee_1+GJH%S4Jo5~@PS~92xKcoVK24e>i&cP4F4xP ziU|M-W8h6X=A3%fP>Swv1Jd9ABhgKrY?LrT*}NH;#D!6(57R)?k!Il%jBF^Z=~~$X zD}OP`vr<8vxXLw_E{h=J|&3p%e{T zJ$`Ti2on+gI$8r>c`rdy>}RQePqvOdjF4f^pfLKG@W7L|Ripcp{LcKO4nuHL>!h4^ zuR5VoY^k3z@*4*;eez}`@y=2Pc((Ep&b>d`0NbdiU;iW;LB+0?!%dQwZ<8y(PY<{d z)?unex&^6Q@hxlTFaYnn{HO6L-W35B%^0ic>X|!?B3iN7EOmjk3s4ez1L_7eM$qLG ztt8&sdvzSY>**&$N2{$c-J<&A)>9*cr4Fl%PZRGasvIl;Y#;#Wh{>&vV&k?8C>>ER zJyNd(u;H@q?mJyw)W>BE2?y!ekH}x?@?KT6DJWiaW5s~j65N5zTlR__-sjtaki*>Phejv?d&`OS)T2gsitcv>=+xT?2A z`WAqnEe1CK;zVBRI_ZqydxN2et3_wRtb`eMd7{M1oF2gY*ZT#wCS7FpK#XC(a1sJ% zsQOQWtA3Aib_&0~8^D_OKoMo*oV}cD-63@K+x)TK+pWgof?jP+G?X|lWZ@LU7j z&d(6{NQk-ll(qU9phC|>ET}MRw;@vJ(>5K|vA}o4EKfjsiZ$AUKSNcmjs*q{h#s^7cd^XmrM5(;pLRHqNj4Su-=5V@ESO!uYue#-4T4#g4TFwMcxlurV~`= z784s_;8NU|31fsO=*t1(f<|FDVVk4(voKx7_WhuLd~7FIrvlwh2{7+=|L6gV&it5O zwyeWXcwzf1F{u(>cXC5IW*v%MuJfM_>r`2;y;OLyIvI7bvb`Qq?J8N8Y{k+V+Q z50SWRf;2Be>Ea_WMhxSSHo_@C7hR4&0~#iLottcrho+31X;Ld($5$RXHz0j`X8%BJ z?t+SS45!N4!~lt<|83CAvAwIvG1GRu9dNj8f;S#W<$4_~rVS`j^^gSBB#qcC_jjn1j3N5HJh1@A2OP zaa1F?zsMGwPTRbNbG?oAs3C?)$_v*xyWY_MY+n@da^d@ZnMf!?sWSUcPh~WZZMzh5A3 zs2R11q;i%L#)qB~JZpIOgOBkxJedzmw~0!F%o_IXtxF+$wH)y(^fe-XV{o znCEo4A7s58DZ>p>Ito&2S&NqIP$Ub7dcj&OIl}tLP zf6gUjQ~D9J>X)h4W9sz;8>bHf{U3ooJjW(LE6ky7N-y6D=_CDTgAL*R_RKDYIp;%c z)5D?MpZ8y`oD=RCAA-;l3_0o#Lyc@p9^(BZ@j|CFE>gAXFU!#h5-Zsg z){nytjf@1!h;q)4b^<>fUd?6X2?CEMe^e%O`75ztfQ>0CY3^92Kj+^o`pl1^UU0yF zDcta!Wz1^aLm~~mI@|2ju4JplrQ!`k)so4)j=axh6WKy4qK+(M9K#=DLgT#%jzWpu z&3>|Qyw0K$Woc5cIZ5Zcq%}{lT-Wcg-+_n%fZw^C7iu*aa881NRizTA>D4~PFkpUr z(k;9(sd`V4Y@S?ZztecgvRd(Q`Jh?c@bM*iE`tdegDet5pz+vAPw1!YGZrrujn_9U znI4;U{F-c-)snKRtgQWWB-yS!%7U$~khi6)?D1KnafY{77cZ3955A-9tD8XZ^4<$< z36YiLvD`*Mwq}PVtprc=p}xYPr9J;J|KqJRLNrxzWK1IhM1mxzB6({iGyXY!JkY2{ z*GCB!5l=o)N3LwEa(kbuM&(F~tk|FYD!NbhGpQYEO(ul>aqeaNgG~JMiEUUO`PZbm zi5TX#{JWbN-xpJe!P-=lz1*8e_c01N<{rph>D%HORzm`ZODu=0m~_MSEG>6p3T!>f z=g}r6E)0}JUg;mN^|;8yKCA_u!Uv-ia>&0-gbg|Iy`QzL7Jx|#d2eX zV@bRa*2nNBA}y=&s`BZ)?cik3V{G)qbCW1@aH#x40*_=}X-Hf`QzEtV&juzCXj6x{ z(Ft|uR*-!DU32A%DAp!~X5d1@B_@-H7)Yow{s1`#vuGsTq{Wc%t?#RcCO1SPBbZZd ztu%}EP4x3aO(wwE-2;vL7}8sv|r*E=_8DLphy#(d=jG@$@=W5<V zkkDb$`nq`ZH1U!xEd$XFYud2JR}GoNyae(YV`m@0(=f`SUi zBt`5)WecMJO(f%;MSz3K`D^gZ=TlLmLpM(MpI?(@r;<$-vVR$$v0g(jg1IGe835f8 zx)(!eq=QU<)ztQ%j-*QPjoEuXFr7%Guy!?*HCM2Y<8M4WHXtVUs#?iHC|B;(Jg%yG zHZCG-=8rq=HiOqUC=9Nxox9enMfI|OXiEUMdgceB7Gr6&=;tIUBdZknPLIrxIdL=i zG{F+uH0I+Yjy-Sew#fbcQ|tz5jZy2bL@JT_LVRu|R}8OywHSu%_I$^hN0|B4fO++~ z8{vok_`Q7Z1!RVgUX65>cM~84~@9^F$-fopS+7}Wy7bVZdV32LrRE z-I=|kc?H8dIKP(-0htuKb6cd$x zFvdQi3kF(i)Wzh;LFD+D7Y`{IBohwWeVMU8*}rnxv6KEbl=xNM;v-E)F?;0iD87oTC^ZZrmnSle+bKnCBl4K{vMwLCP z(J#Jp>d4TB0=G;Zj)b`1@dok7rCdtMl3@js3fNNyR~w@>P0!c=SCi5LZ(+6f8_~9c z1Z!TV%-^sn&nui%F14d4ppre<-OL{ixgC|pLBw7tIQ+C(teU7mR_)SP`>Pd-lDXY0clSBw^|=6rL!2hlT!DPAymNXb4R7Q!Na-qPlwVC%S+;(7zbH9 z5!0?qd-2O2jd;Q2UFIjFPW#SoeoEa~-xnRI#v3Aozi4(#Ci`}a9mPOZ?dEc-*ojyq@ai* zmGf?=1?pEHeFlrFhfPJWt1*-o0h8}p&|wXS(4Qyrd-Q#d9Cz@1nN$WrxN{E1knOyP zg;sTQ?e7DKx480cZ?bV-)|YkvV3(9yNv63N6OHoXK>7@#-428 z+&<(l<}3f?Kd+X9RF4DUe)a9`pukqv#z?`#V~csrVHR<$Z?jtnLL}`!KN}qh-0bVK zFk{R+Z<2X$*e2)tNr|!o7C!}5_A^Vz3f=J&O2B;Kx=Kl)Ltxac*FK&arYv}LGlyze z*bGhCYTlv1g{T@RWdCkx0!-_~z`CJ@?6b2I{awqwb^J)iShH_?(2MOhFY~6d$M-2n zj+dkAk%M+@N(9Coxlj3tMHx!4p4xcPIdsNV1@0;w>&3s;Y<_v z9h-7{{R~fy2THYBxTjdQ=6JS2OwZGJwmFly^K)n7B*WR_%^9p_0GDeFY_sqatLNBt zaKvMf(|zk~S={APaIrJvo2#UZCU(kzyWL5)lR1V=t5DIjOkA3%F-jNjLW_{29Cdk1*PlZ&M>I+D@s=wT{(6G9$SJ2HLX=MwaB1&{oBW!sGQkHivR^5vP)L$W6#w&a^*wn}`} z#qBe4Iw350ju3-emhgr9QlE97ZTTRpP~Y2f-CtxLWO_WZ?Z;zf#LnX}AU*-I2Udru zg2;6y^a$ax#+cFP{hlN7^s`J+WeEOc;iw6 z2N#5*U;6}nK2HnrKFFS{fgM_x>o|hM3(5u%e_qQJbONP|4p=VaTY~pZ2Ma%L1M^Ry zlZk5kqO09cM*TL2D1PY9kUHfs1kyb`1R3|FDTj;0D>7ug9XgBlD!|4^8`WbqXpR&) z0&j9x<1*wAuYvx0&d9e?IYk=4zC5NXrMYirD%SZJRZ>CY=S2vERRRa z4AStyODO4>rv}2h#`X8x?`FNroDQWaH%=R6$qOY9TN@vD?txMS*h}a znbGC9{xi_H6O}U}n<#IhE=KlYR5SqrL3Q#hThtC12DhQ~Chmt6Fph5`cnq5%YPcfg z;_bhjFFZcl1N8%BYL!@z zIUiUjd~oTG7_{AOg0Gfd{707#kR`a3l@}Xx<3{r0_F<^v=_Q&pV2b|})e6clvM+!F zi|HA-FKH{y(7kZ+`}>D;b|5b@Sp`w4Qol?w*{)=K-U?K3JJLNvH_H2(QkqCv;MV%~ zCX`s5V2m2V0w(VAqr-K%7b09c#alO=1?h(Au_Ny~V0m0QfXs0CxW`d%8u<_ox;gH=CXwpJzS3U}4f=@Y?x57ua@2#f4S&4}TLXMv&FKogSno-Oi`wb;5)*#x8&H(nJWN!X zjekDjgAFoysH@_<1N7Xl!hxrmoqKD8VBeq@-f{xFmMiXO z&aLiQ4+eUV9!=bl9mrYxAN4G8Cbn^DVxQ*Yy|Hc0+L*nNRcbKJ)bZ7qH@gFQnyES% z_G>9CRn9^yK1bY7Fmxi0^q5M{Q@=+JSq0YInH(prt12|U)p1?H{sr$&@ENRV=%#0n zPa~OWI*^CvYLXXq3+@RUYDzD-MVK}cY&Hq=h5Om3O7*k5wTfj;*l=^@yGqMSOIQmX3DF1DkjKZ%!40u{e%F5bqq~*r9LR&H9dI$3|o@tcFkWjA(8i5qxy{Cnc|P% z-1K_5Y0oC0zR8K87cBC0cC!5%!#+HDa=$^sdDZh6t)VB&fqR5|!Aa+6K^2_^!hYhv zmYefKPka5{ztHuvKO;s#ts%wd$7`Wgp!h0pC8 zurrf13Uz*JN{Bplbjk|b6G_-fomG1a5xmuP@|$^9{VkEaO$7}P>Z3p)eo9rFDKgsI zd&oFFoX>d;KjJ|q=?y3jVp^3fa9rj?g?#=p1r>{#jUsunSU1t7bxe|WBbR$18wvhy z)Jq|9)Ny?F1z6raXs>T zVFwq9+NT-(m$J&EzKN8OS-UcXx9#0=bUO@?3OY35x!A(C=|{TWUe{M;pI(0Dm$DjB zu<4AC))o>uwG(Jt)YH1zFSy*BCYEts*Up}0%Pv?d;mTmBgL(4}hV|C(0+Y4iL)RM= z80{~fD5TDFY*3)tpb#EPi_&>&&c1POxn=KK%w(hJsvrrQdwD1?4eeOJD186@IZd7J zxVm%KbVGPIX!1A{Ku}p|QGCUoV3J_Hq%Y8L1;Nlv(P|i!&uRqA8%7Jzl^uKOdvy0T z@9Sq}%fhjC0qZ$;X;;OfFo|=d8{%+Rw*C9AJWK7Z?kg$hZH*_Zh8wL)eGdv(TsM3#Z%+*?~_)u$FNG=FvJ@?Hr^+1GJd0F+l>^}?Vg=skWYQ>X-=?- zFY8QD@Q;DC7CCK%r92{rZo8*y75JH}e-ysz$qSA4t$IBL1~4getCv`@UN1e4B`B_e zc_+9x&*#Y@@_Uke9eRo`xkWZVMth;;POxU=8zz##|Elhe@ap-0*a4Os;$ZL#Cs8<{ zKM}@d7^t@?e3t7Gm{q+eCQ;FvhFJ}>(wCN%YAjW1M@KklOxf@f`T}2>Pp`GX-MK7$ zq3WQkzdn@o0j{h%l15*1-n+&UVhRwpxa(iN$kjgkSwBmB`%+nIQ*|$%*Shb-Ep#!e zyZPULf>K=cR*2kL0o*6|KRr_RYpGz`H->%$V%phAuT0O_96m)Oa)A9##itIz9Bk{;n$aYJf!dR z0k~wHglXWT^O;thdmgF9z~41=cyx5QU0KkMX3PiJpf&=Z=!PKS^Q#l=}iGye?6N}R!u&}L`kgbOB7H}weOP2Y;hH+p=|Mh zY48HL+uEmu=Z;cY7QD|&DEo)Js%=eUd2(=wS&>C6@D0V8Clfgs)c}_ zV8;7mAjk85luJM3KO%ts`_F@RijdpK`gnTgBxBt<8h5X%q72*IERUDV-1VGPy6;N9t^ML{Z7<}#(3_>)DV%Zbc zSKxE)+d@ma7BUphOW5O5MyE*TRaLT7tS&3XuQj4O1ys1r2xY6GVz36}AUjMixYvv+_XxMumDkt=pr9!;dAX~MW z0~9(1vhto|VClRD6HoxHFfJOk9=D?9KcHbUb=O4Y=ya*JAha1wN<+s>VY)m zJM-?wxePEyeP1e`3}g$0xAdSDjnZO+kgL-+5E3z4p~Wf#BH-FXHa~2kt70cijNuJh zw%=|NMi@m2Km{9e5^A_E22Z1iWzi^jfegT=b5uTp4$;@pYKa4ghl?G|x&x_3ev%om z4cXHPWDlf7;e3sRpQv9q%pLFJ3-!@6Y@EpZ}(uO^D32N(9LTqc2aVxD)i4IBnef=_y&PVh z#UCHrXiehu(MHx1ZNIWYk`aWZyAuXG9QZ!M8egWnCFOyQsOtxtW~P-?_DhJj>F3=G zwX&;1y-~SG4Z26`8Be1yju3Iu1`syYT`U^<++WICMl;xp*8P6}@TkQY&mgn*?v;w~ z7Kzb{Gjp2YEdJ1T>gL}STmPeB3;EBAt*-tQL%3jOp!ix4PFjZvjbP4!Re%`tVp<+Z z-TufjCF-CbK~p{{z#>QG6(7@XK`usa*9mDG`RH0q+o-?Y+B#T7EnaV9b| z(FU#Hm#Y|Y1SOjYd|aO!zR{p%yhX_8eRyJ6S4ALIbWpcAu@Y)mz>eq=EO~Qt)sW*# z&0gaKUTPPMT|H1#4a;^WhTkHQ= zu2m=w0>Y2dEIA?y+lOFNm>II^xCWT)HFSFKsQcA-%c88OxS>GxMT4tO^1c>bg@Q8^ z*g>%5MtE?0XyrO`Fl`29r*(A1ONf|PjN|YU0&;y8I}?zCMR;qm6HdM9hKIHUO@^h* z0oqgTC2)1)1zAn;1s?c#UrKz7xw5edgQ!{dabA!^MNQR~bxzIkCB-7uCR zdMzGgwaP0HRs2|1feTe~N_=7cG-thZYsqET`F_6;Tei5r!G3cpgO&#EJv52E;ruTC zrpJMYHX7g;3vuGPwazK^0l1CFd@tNy3e3Ps(Zcs*Tnx>8D$991QR{<>|B^Q&_UTuK z-9C1IGuQGmi5510b4N`^8v%FX5BrR^clQ>kHBU02=;P~z*v#S3Q-#@yf=0gRm4SxQ z<6ahTp+WASJ3{UB1)EAkK2GIE#I@^}y&N&6;ZYCHlPn;y?u3+>!B6ka7M4MZd9T%^ zR#tdRt8~(aOB>s`oora)<1)E3^it5=T?vh}|Kz~v?2GUW($6mCq0Vwt>d4OEYihx! z`I09>nuOct!=dXzUzx+Ry+dV*2e->Bi+8G-5B*k^cP@D4#hdxH9R3qx;cXpsxtRcT zlLX%gwuHbu*f|N7)XZ8d)RDTN17g&&qUsZLeP(c))oK=5Xp^z&R$@SHtLB4@o+M|) zA!Z=fpRyC})%G%D7kc{rUG1tqnj3vJM@uDfO7LGc#3?a&f3_ie>B4V%i21lfzYXfA zL2+ff4%NTx1}3j*G~;qHK1!J(6^<%Y;kRVRt@>`v8Gb(vU6cRp_d@=EF8KPN z{a(o51z)+!QvaU{zBcx9O4I0}pWCdt5bXtsD9Kqw2i1bgo#}bF?F&l9cbtxXufgqh zd4Ojr9}>_VQ6c5nfgnTFeyxTHfm2u9o=)Hsl~ZbPydmHr}AY z3#gRyxxN#e`#QkD$#=*=B=ds-QmFXJ;DaIkh;V^Q2K;-vNthiO)X-c6;v{wSJU9tn z$S0d}o!2Te_8RTcX#AgV4ru_+_Bw?)oE1hL#)36Lc@ z24R&;{S;~p^#U$NU1W2Mz?4a*4QWAG0NV;xnnT_6Se!a8lyqgF;NqWvZ ziIZ@32Nf)Sd#jQv6zS1_SW@^>yx1gQ7geDWmq`*i&

    GhEVj$_dkjZnDlrer43< zmOR}DCm&LdR^>gomnvVlr6oRTBVL*nyejWf;Uk$m>Xz;5{{_JLE&6)fnG0@#nV@nP z0h+ke6|Uh21z^6G^DU=gKrN6_#&ZRpkdyGhKz zI{13@yC%+N-|j#6I8_iN*KIO7{ghpW&$ktM7pVQpEtdWZ9QfsMZ8k_tv|G%or(!V7 zY`w=5AysC;;P)bOm~&?bSM_Uxeief^Qv+Xlzu%`lmSTpWZML$3E~zOY{#zAc!X4fKMKO z^1R^(7#guF@9)vmp#I1dCVE%_d`yUK6d(2uxg)~YX^Ksp!AM#Td<_5i^9dKs)fvjH z0vHRQ!$6gLKz(o(W|K_$=-`}gT5ctz%N?tT`+%zI{b zxE8WyapjsLb$jsSVnP}`hCT+Jt}ZTMgOoS{*)r_{ z{LU6Q55hIQ3V!xIB>v0>P(QubXNH8nvFi)Vmlm(X4H5tQu0-bv(R;M(3=h*Wcji*i z+Tar>m4Jr)u?Z)-vAf*x=J}{e`tAqw47+KgF*Toagnsk$F^{5)TTi~q)+DSccN?!R z-x`Le{a~>vtkS}5<8|2a-B-HLew*{eMKzfRwFaC=px6r&jA7rdGI`0>u533jIC1hT$C zf3HUA-i-JVl6u*VLK1&-NZ>hrgSbZKhmEA`<2l)dxLLzE+urfv7eFqtWxF13p47X4 z1zezNTFe!r(yi?3oHQ@_R`k;3%E@;&*{wnL&oI~<_p!Ci7a?(zyTa@+hqdK2sO&y- z_-ZdnZ{%^jW>X!bpM-i-TSsS9=aHn$WHtQoiE~UFn*dDI?|rJ2m^PztHp=GZ+xu5I zShECda`<_q-d1SISy1Ncj3uoj_@#sNnN45yWD%3O}Fa!_`NV^&$Cxk^mi<1oRI zsQIYb@bUMBgCy}llA{H4_BnSq2L$?^H);hiNrJ@ZH_G`m3Bpokds(Pd)TNHMb3!#4 zl?YUmNn<{Mx+Kw+dtq2Wv`Db$efF?rwC6avjvl4h!~GXw71EA~+CKJ&TR9Jdh$`TNS@lHax)Qz>4@V$jS|s<59br4e7w_9Dd)%>H#J3>739 zG@LF{6nmGLA#uxuGOKnLmf6#!Ul@gP>QJ4Qufm<}j(4YtbP_MC2KUUTAY zMlYLo)NYf!+ht@TXWY0(*&BT>&B5|#snu)26GmAzRzVLrn_VtRMA_6^Rwfl1OqYie-3bDl*-4xtJBK{ug2FcqV?(#r%U|zn)>@JJ=pVc{dqUGF6@F;(_l^X&h;C?+OeiNpc++ z)ZHuWHXz_(s~08&)xOD8o~8nFO|*`_!PhN=;wD4yBsaTalT3BvgpJpbDwtCF| ztbdH1$VxBm4d!u|uYuL;-}-y$s{OHDj)6&EsGveBG9ZbE*|SDQ_JXiafI$<3I~50R zk0Vcg`oo|CvI^~W`&w=h(y%?=*Pe7EakKr4D}I4~$w|GRo`5?F1bIBoEb)OOmpFWn zfoe#-)1KJnNl{LfSmj{@F;k@ePr!7b)(rdZ)}LB4>}J_ybZVg6$LFGf#Jhjjn(^e* z<%o+avag@Xx-nClQ^n-=e8{S4H{M3e_!QRNtNI5eUomr|u>wuyI`_f_L!HTDXiaC` zD0%gzUO=`TS<$L5;HX%Ko%XUzEWpuo*Y;x!+y*+toHVAHBF3pMlf~R|i@WbqA)8~| zXV+*!m6kb4ij~6-eO9ktHJR&7-a2X`82ge4j%nA;TQjt73ZYH6a~^!(DzJEYv%V&2 z>B{>*w?hc-EOe)pyA|rJ2ZiYm4jNKr-T2YUj|`o=VMuZ3H7VuF1;f8Evj?1kdTF>t z{=i?{VfM`Txg)g0mWxBKRLq?mUMZBhOm+LL;l0V?q%204Jyu*97jsy!&CF%_bCeFJ zm)bDinZuKASu85nOU=#dO6(2Ho$vXG_!Tafm`f6Ok!s?uSGl)5j||K{%?igc)WGey zFd=J;ZBtg?AfMNFb1BQVIeaL{&(4C4rXnmzk1dbVGZ!*p30sd0Xr z@ZGzNp+@5nhH+;@2-&NZ1zWz|{zmt`SOg6Y3}-L+3S2+U??Lzh%whf1uUrL0(HQdC z$R)GET;{V1f6S=)u$e`Tw z5jTcVwLAXuJM8g?tuL#fmn!1d=gAA(Z*iFbU1`K#i;x<4hp1faF0nD8Itl5xQ6Esn zMUh9KRk2`-8NkvsBR*~Kygd$oi7_Hi2z~$7&rwJhaXNC zapr|&DhLV^Nfyrmh>_EXSD~n6+YKEXH&%uv-hxnNSZEw}En(;>!}K*f4VB&I(sUd} zoVTw5U_-KhI(`6%rK;UsSe2K{#Guu=vrw0!k7{3MX`Qt0x3tFyX=WK0iHVqGJACP52kTkJb}#Jtov{iyHQ8yEAjJ%iRv7H%)jxK`f!4 zz=tW_xr_@-{-V{{2tfH+4ssyYoKksyqRd+oPx&@7^3uoWea@XN92kqU1LtqU)Bc$% z1wuHIPN(o(#dv2}2g|Eo&yZjjCV?Ng|=y>ZD8qiv@r9j;GLG}^WQ;s=co zl}0;?vl521?9K{Wlhs&E_mxa)qcc2jZsDrpvlZ~QhfG)dAdB^% za(r~A-UH3Xxz_>TX=GmO9HTn4>Dk%NilddODN}7te-)y2Y7M`rRT+=^sHe+a(YVoK z?@+5aahSNi9Q?6$;y$4vX%9wc1k(w}>-n!A_T- zizP_EK(My)Jk0v55H>V*w%w}70= z_>Zl#D3;fPZU4czRT-5wsOIaKklZ)o6*sc6Sf8`Vk4=4;KJ}7%a!4_GL%GzDb+E~X z`Y6pI!zn<1C)$jg{onJkFCif}wU}sxYs4;w=p5dWp){>%Gadwzh9$TGGlqcDdG;k4lO_sW{?U zR!Un0$g)NY1*mii+Tb^Mf?Bv2U7J2aHf(CRF1tsKV9oD*K7t+%;k6v=>E_MDW%i#3 zna7by)_+>r%6H%|ST0Nf&9k=F7RZB$z ztxY7*C(3%BW`|jGXFJI8JtA12wkt)IGDS$+!Y*{v`emI!x@W|dc$csthr_#q^LPQ4 zuh7q6k&rL>Vo2J@!hvS-ujgshf34z?GT7?suj@W{Xzmpa4=O2qoQM3A9+;xuXue7lqNW}{)fJl`D%5^wk7GZ^7|g;Z(CCJM zWlu@zpbDQn8rZIH*}rSQ<)QhM%VY3@=95MHUHKxKxwvo6mwl?=m@#RsaIc zAL42seL=Gy(Y_qCEJ6giQn3*lBlWT{UiH#7iOrWlGRC5ztjdg$M!|H2;(BbC^X$-= zvl4wH!O~vyWsfjOu>V)58}3f+se5trqOrq@J%I8^2xQlWJR(ln&DVXF;swgI?SgFD zYa?~Zix1|R)hz1eZ52v!P^>8y1QmTkD(7i0D6O)ske-IxOW z*-%dcM@I-2G#{<{!E9C!Oq{Wd;V&mRogY}3>L^sqeY%p@2OpsY55%yIn?P*srhUSVQO!01>`YhH~ip9 zT{iao0g$gg1Al6DyYb^DB+<&3`md}kZu9;2c~$QH#{KKeCu&R9$_k8PvQA=Nuj_xN z*UaNDsgpX|UA$5jKuK1Z^r-p!No&SyJ2MN{O4@_H((XnL__W}RjyDi#W;%gdlHCH9 z-M8?2**^#-r*eT4FgNpk41a3-J<)N3*t7=o7`1cytOG`V#q;S%EM<&OD5otpPiu@e z`lnIexswus*P{K(edA!-tHJz^0i`nORV3@Tl3naqmxcn`54oBU*JVWvQwY6 zy>#n|^jbexSkrc=Ebzqh9Mf<3ZA5ul$1$ww#OVv_8mw;_T@?t%e~O5y`>cY{KzV=W zFi%Py0ktZ|k+s)~NrRQ{A(zJ29knIb$nc;n&G)vawhYxH-{Bey$tLM51wDDrImHD? z8Pt<5s@K=cJquy$Gk4W`^Ws}j<`qE|3qW+!&RuFyuaOY2mlIwk^nB`2R6!?ro7q6U zKG$imC8iv|A%gI7tmBCzdd2T?isI|^(*cj;5Y47XtF>aEBHrU}SFDF`|2epgjIx#f zp^uxz2To)wR15qB&bJ@H&rpW6`}`WUzE;0sVnAv5nBF}!iQ~{{g5^}4LQIw6nf{y6 zdXGILzM9{Toaf@Klz&aFQ+KRiN5OAdF#Se#DycQ0XB=s5i4a7DddMSa8k}R98t8%l zs7D}z!Zf>lt+{p!A5{X6{UTVqk+y8o<iz26ayCmUrh` z%`3&t%p?2CkTi5?GcQAsGoBjgXIqbU`0}0YR-Ax_t?VLmgR`CsnT871)4pXDf(+em zmIi#s{n~vfg|Sz3%0+*Q>;fpo`AKlzEtF`*aPtt96-&-T=d2D5q=Dur3*ZjC`;+M* zb`Lu==~DXQ0-dl}i+b+(uE>^NIQ}lkDv-QE#)g}PcF~`Hanm(i+d6BY4HznwU9shO zjoVxuW_0yQSy#cYeb*$zV@+3Inj{Yl_qPDJtv2<;dnfzu(Vk(cGn;Z(you#HJq2}Z z^t|M4$0T%z?~%x^cu1I?J~$H7X#ag**%3jHX4P{u1OEtqQY4``n-%f&zhyyqWze`J ze8F=9ZJ5gFk$4~Xq^rAGPY%G+h!@1tHv#c1Lj5%aUYfL??wpQmO=qSJ z$1eOyQ)yqw!fcm!&|u<9nkE59zr0b5);HIRdA{11x0px|rmY$BEk#?$fTi&|tUo0! z(jTp5Vu9576-@DIDy5?tDO*=u6&qFK;Cn4zDCW7Y_t%G>Y*Ef(-?hAB)r5an%LN+! zT`lK&F%xL?EeYin(Y)ayz?_nmCEZBTtkoNOvW2viT1Vs3kgN5v>7@RjrG#eaJZ%P* zv?gR`#}d8q8F=j0(}9knNOkk{)HE;=ZG+DFJw+Bva*+obWMM2x0$IA>g2+V2j_t)C ze%7nTd-x{RtjNfXM6{;*))sTrqv}=v%Yzhy-|yeUxzD&Q9rQ;j?uj+KnR`C8MHA2+yvDKq-}qF*Mj_fc|NVz`RM$i4YSh5s5LfX`5OW<$%bQ%D z^=8K_#cDs%U>^&tLdrz-%v^yF6SwZkjkP6tY9j**BpX%)X()eLf<-x`pACJ z#&QV8+6x-SE3)+`WPt4T=!eqwrEM^271ge~^zrdgO>i((A3J1Dz$~6;nA%WLuMd1& z{qc>h@?H*eJLH_kvJwHKSuFQ2nO}HRnKAl z@$u=Fdln;9vHM^i&(-75^|vRYs^WoI>3ODacdP>LTJ>u16$^wWP4hS0O|IHm!m-9} z%C=Luor3lDx0`r{ve@+5{6FqOcuuviJk+EBk~6EVJuFComsZfIRM_y*i~IL~BT%pT zxahk#-hmgs-|kKJxAm6_zm@{%A;ehJ#im`xOSLa77V2#G)F3#gwfZE&6i0ME1~m4DB}A7Vv)qzKar^f=6{QEtWu>nQm_s+s{v0{w zBEhbFw0K!)bNWM~xcCN%L14koJ#U4&x^5j?>RWtU^cwR+Df#dniQi8!{q&C6dreWG z{o~XJhq!>MvPM{ebSJdVS^ly($9AuYzmn=KePi694bmZ{R`X-;$`=$+=OVE&|Cc)sRatmfDuun~P3ku=%J((NU`s=|Vm_Ki6V3PMX8>ROUdg7-;}X?-%)7Gd zCyV6x!ot5XNZ1!p9T@WJ=Mgj<>!&LIG-!~}^aY+Pp`RB_;_V_)Va{;Tm%CAX=?FX* z_IXjf_o6X&VK+qw;?_rUd$5}QfGxnDYOpxUY_ia&7lkX+=;_LZp;#1_?n*P^7^?k(L2OKndx11XPsnkPbzqL5Gr3 z=@JED7+_RNNdc*$zU%Rg^PaQL_s93wx7S{KZI!(l;F!RpcUM)H_y4G&(U?~+Zu($Q*s zjxqdvr(*JTFyheR*l|7!Vf<%(UEJG;0V-L{-}3A_%gVa|2eBitgir>aBEOD8T7R2# ztv~7JMe}o23{?vK9{}RI6i#C7U-{K}6Z#qeyc;rm0me+kj)zZ9a4SmB_N8e=# zGayJx2pwX>yMJ=g(HbAh8f6i7mXNoj$J4wg`PY0y$WW_9T7lfD@Jv427UNtN7&+Mt0Egx`!p|4k34_hDV)pus`VKj-f%Nq$7P8oif(#B)J5#;akx!U6ehgA0^ ztwg%@Z80)4gHnb)4U<}HkPlc_>i0a>nd?1&bg)XFlS?JtlMEZ>q(SpZ?W<|y2xP(~ z|0HXsEpJjds^>ltj8L!x=796RIEN{JRW=kf{;B&NTXVLX>#Gl@ttC2^B7Bz^r$q+8 zDds_Ix6$I!AvF*EqzmMV%##M|aRugG>iS%Ra!q~R{S?L#rQ$;ej`%)vN%a)Ly`4%w zwuKID(k^OshD-~(Y<-W(86*;av#q`JUA#yc8(ey@Zy`PcS&4BUWBqyP4~^wqGn2KS z$Ku-NL#_i8VRkuV(Xw;Lm>m275}QI>4^+wjJU7KX?`+QaaFLfKa-Zyd3XE>Ug$4vr zuQkQ!xjsV}DN}Bxq7$Wre#?>w11gGhauy!U9w9H6;tzgzE3A*|%6IHw-IisT6=G>u zeU=@WBX@jqbx^SPuc{~1|Gx&$!x;kdck4H86J7DWz@qy#K8T zZ<4Y{ezx%A4g{EgA1as%XycZy1pwR&}vVxAnqhlpE1G4C~k?E5Yci^cBT)zv~qM~hXgv@fl&gyk>w$BOL z`D8ES1Wc=cg{aOO0OtD1ZWJ!NIw;K0n5nqBqcG}v@vW1*{6H^QHDl!J0YV>xC3JSO z1I^kWobVMwk-mHI#gBoCBKh)**VjuHAmjU1-O3IL8GGkF20{wtq)z~VuV|)!bIvqc zI8p*Ip#3UEhIo&QV2`{uhm=$de@hbd_~t!N%9)X6tkxaS9|KDJQY{wMC_tbO!`?1T z+V32nd}daKI|;P6`Fb5|Ih^plkitodve*6qKO5~^6F@Jg6rni9el-eoK;0afuL~29 zfA|2C-;Q0nwhrQF+B(npcN&t8L!}?3UlyP#_#Y+PoggmjWm?8*vn?qzg5(v{BIelQ zkFcT@#|~s6X5$cjxC~O$xG!=kJu5G)`Jd;C_qBpe%kSrkrN%9Nd0z(zA~u)#crBzl z5?1BlhK0*@r*}c8!;AFLe^G!7QD^ld0KSXv3nOQXeBp~dGe3QaFTMU8lo*wOrYpvV zI_{S#L6O~Sx76V-#D|T6-h)fzzhZGMPtJ-7=}~RjCkm>~&=q zG2w3l`~?{|c=h=9Vc5x={EY`LJ!Ug{cA=e0O z6TMN|cJJ;LQiQ?79_H_PeqHrHPNJQ{+2{YrT` z$L6Gb;oNgS#}YN;_qh8!1@!*mj(UZKle=w<^Q|+As1-y4dd)8XzkZuCeKk#*>k#`#1oakIBAH+f0l9g$152RKvj{^=bG zZ@YI^vtxd?qqpAf!uiRFXC7fnTT|z3}-&#N^&96FGrex z+~tuvX)I#Tk4?dSxF|Mn*G&%9A-XN>!w1d6*&l^lE5`~RV4we^cT%2zP`=A%yMr7< zYb736_hb%N(PX;K)F_Gjuc0vQq0FF0@QeWH({DLb-k2=Z|w=2eyMC(ZyT+#Kc>GQ>FCvlCy(mGX?$)!@T{~%$ElT0tx?VV~qQ^^oArb_?0 z;V1oqe{6loc9u1Z6eh6z6S3?|H17nf$plz>ky8A#&-me5SeDQMbn3sBCH<>hw_d$L zjZu#t(ukeh*17cK4AYWYO+ea`j>M0lkH1c9QGFh(ZT|udK*=EVORRo@T9b7b>B)m7 zG{x1AInqmlOnNrYQh|kAJ)kLD>j>L6vxPXmCyLA2GL^+UV@MH6qH#9LNM#AgUtVWN$CIim}BzHKKLA`u0TB>@3otP zWq{UJ+-g3!0;krqiXQn+vd-OzLL{&Aknf zm4_4p;&fkA@D1reB&v38)%howp8w6q#kLI$?Pb7>?$=K8$UiCa1zG2f;pYErv3r7n zd_?p$x{{kLRy%EMH?f0j*ZWn1=94O8NTvcpSLf$qy1YAvUhz-#VGj66(@g{@xkA0~ zjOr+-S&B^(GrNlakFS?HhVq~h1N=q@H=6g0)~W%P`Pt}3jwwp#+`wl*;+8Q)P<8v1 zL-uL~)RI0!sUg(lVr%yLhG8xHA#PW@Fj1TY=*Y^90uYHMi$Oe4@(KxoimrsENQzXH42c@+?=V_u1XD^_}*EUX9MiLM~46t5Ou*{u79UK7C zd%TL*{rCZrPEe?@&}{>FzB7;%&_=pRM4$xId#u?R`}Oc1pJ(3a1!+~ zG&XErs~N0_DFA=sy)v$sx{mrFvqjLWh?9hYPzrYBC&u9aKnW!$=T7u-4vsIbC*5It z(_d^>d->2yp~uH(ZCHoDzGW|vv+I6lgUVXBxPJ;To*jc|moA9=?Ly->N>E`@p_Jn4 z9RABm@P$l)J^u{A3%MuKv1=TjLA{fghX+RyJ*gy8{j?o#^;cj zIOYfjBvy)O><3s*{}%57)h@HO71r{X?0x>T=?!XQjt|@p7D~RjE z4&rW*|3Bow?FM$GSDTP)S{N58f`uo^)M)bfUgh&(0kPfAz_|0rFkB|vNSrQiT1@kp} zmjz>NSqp_w*(w2`**n26W34*nJC@P5m_q#=N0gY_N)ow=rxa3!w^0}TG#o1&q1NJS ze=%Z4kXNCR>39fQh-YX5V1P1OrU(k&7=c0fj@fQ~fTXTF6(Z@7|1<@T5ZpR?to-{8 z^N)X1U&?X%7D~SN)gGdU^(;%N16ff|DRB>MyA_sALGKc#Q3`TDzX~5)IUfau(56+G zd`7TntvZ4ao*%G;?V;nBJW#~1&VmNQ>4BM8lNyBJmm)N6wQw|P{do$0(BUk_LC!Wx z-v9Br;g?T-Ttpid!9B-FYh;OTt0c(Qln!(V%t z_BAjvib#3=wj`L3gg7nTti0=lHq2Lmf#B1$B?05QOzJp! z0y`*}abg8mU)?Hcb?;SJJXdRjSYV3jHh?$~UfV4!+a!KYhJL?ga&Bd(o| z<9|tE_O^HNqT~u@U^;k&Qt9)jZp)QHi^>1r{Yu2a4)lkx4WSl zeH>@`zza?sH+EJVRQ!Pf;h!6}*HGCIWRnbwSn9pF9kn)3AYitakxucL$>$jY;z%y3 z=*w~O`i-1!l@^)EpH}y|2wnjIy0Z=rz^$8Hg{H`7EPJ(3dv1eYEv~Pwd?3V8T1)0F zaLYp3vuzU>FE+v?pg6zuINa5-dib5UTS04#E)JWn?-*CxdrH)eNn_cM}D3 zGH@%;;4vehW|8I**d}Ajw*es}Ai$Z9^0wfyXZ4GT0w()R9*IPws``0{_^03Q+$X`Q zqa!rcn|Ti{OI7GG5by6js&Ue4svAjV-q=n#Z>xIUy#C4p$ey`D`u&W@ro%p*%XaYZ>#Y-HoMJ-P6;Eqhz9+Zf{a5vE$=!7sr2;b z*&IjP20E;-U5i|c;GZrSR&|Q83JduTaq6qxSuV@)fXR;5dR8u;`I9f>G(5Bv7XFqF zSLwRk?b62U>JEjK>UaIGU1IxS(aGK+0nUcI^W;%7u}}dG9?Psap63D>0AC z9y)bY67C`jTjz?;q3G#xBfj(&wh_rRIn%JgOE+MmVyIK}bNN1_DqRV=Ef z^w|$dp@T=aN?PFu7W%*?$(M^QP9}VD-M-oe#Eyrh0jW=m9`yVmieOz*0&~BmKNl}bQ*{;Yk=vItZ1Rfc;Nxl-3yQj%E9A_y_Ogi=1Lx0MG}>CGy@<-%LPN-F zR~2kr!t#UKnj`-iAPP6!(ebA_-)d%ytvxyeP$QO)DMVAxNghXpuKtEP#$JX71iZ{o zXYZrYMdjN-@sClmIa-$Vt=}-KMb#D&U!UP{9e#A{!uBSy_H$u^TPe!FKgAToa>cCBeJD@k4M4t91@T zB*Hz&aSB{_l^0DA^MTK))~T)V=*j7^n*7S7{EK-d1Dvu%1!`jNh=8=9yUr}1rn?&5(O}cz< z44`Wd(X=VD#BY>7WKRXVS6&?g zGr&i0lze(hWCm_`?5+OU$@s>aQLpic`9+`&j9$_%DZUg}_unRs5?jJm;d38WjB-&n zab;cqf|O};{p}5flq70VH30SJy>?;p^Mbbm^vCt5GiCorxaTeCWukC1;a zvBt`@1$4(>twGhJg2YKzZ=B=SDhx}7x=ik4X!2?64+(Q{Mz+<*o8||wC-yA4;1gZm zRp$AW=nu45?Z_~i1ePg}t|K4O-YUCv^he_jv#oo_GKJzIct9>kw*Ta6Y390&=Q1QQ zuwMqHZTuwqb5WZlDDR?gUL)B@W>o3$x`NsXq&NF?k7mF#-O96 z$B!LUpc@yaQ$7l!Q*&ZH5E|LRjZAzWA-BEfW3}J(-Zp1YWAoI*7jW-7nEt!II>GjIIyeEv_Iowz=PnLobXhP)f5r1VC}6JZPtGDg_CQ zETT;2I`AaE5Lb&^4U{6G{R8edo>=k*F>h$6aC&{)zeNiPChKc(mVT5(>nuFc>3nfp z+4VPA6@1Wegh2!nv@YeJ$;xyYUO9)Znl*uTFi~q1>ACx)spNp==@0K1UPbBP&!I1gUqJ{pCm_Lz7 zAH9FN>Y^Cx!nC1FIgfJ=s+r9$iBpXnSwu(M-mc^io8%3qKEIwD(K(m%GkT`O6#i_Xl_15V{Rsk3LRfP|fw>bq_xVSchnt4$7p9%iRiu1SB;MZJSzRlw!kc(eja z1{xK=bijty@Ckg{iPQ^q)6qU&s2&|r>j}_qVMVG#u3Mz?t`~tx?2}~S&JSE}^!~^X zOe*&b@_)XcuSAGSF0?W+nNVaR_IaVbWz8kM`F(g{9qjc(_TD9MhGlOzeDY+Oksxj~>)_ z@8vj{HTVLnz_`~NQr|rEVI82(E?;o&&AI&1MS?s=U4D*y#z~^B=FD8qw2P5weaV3D zNSNh;po?Zl4)(GfYg?RQslGsu;aDzKXX8Hf>VQhD)qY(-G#G61Ik{TnpZYlacb9Mm z9Z*0IA`(=&jm1D+^P(A?Kt^_-Ikqo&?Cj@NwY09q7$%|7?lw~=eoAA*+^Uf%GD6g{ z1cxifxU~T>f`AJjuj937(n=XVcsI>XB=o(gZBE4dp!LfX->X$FD~X)U-F?MI>Qr1G zv7UUW@@!)I0$*8?9KAyH1H}mz@2PXcO+>pNbVjF~LtIiGxF2|%Hvd#N(CK?+g4aFj z_sY9fyPfB`2gNtFOXCzC2PB<~LN3(Rs+?{)Ic99E(ySolkD7SaB9%zDOJGqCY|^S8 z?)&$;C2$wr@Fg@OK7>DIO0(7(kvRHv#RjyFUsc=g$#Hz(BY>UdR?b&tZwscN1n0&Y z2lXNp53tbQwn%0afJEI|QOQ8IsZy@6M{ax!UQCl%Yve$TW~b=}TrG?Rd?s)2yft@D zK39fN)3OvlLA71#M5TjF4GG8&ES|5<^`%vp8sL#3(F!P=E86sIXx zdy%T&3ZX7JeENAS_ojK&2aN!Mlb4G{qYW8XFMLxy0uS-QLVhIEJ(B(a54454;yHpA zWKo_)vh5O|ygO+BXJ zHBlMX$m`X%QqW4@{*?9cp4>|_%S5-E{Og0l#Z{+{&OO-e{;0P)s3EkC*N)~)`_+D= z?dQo4KR0whPZ6bX({ZkH zuwoIr*lKY)0w!`j(eH1|9!;YAI`=o;!U(e#;h@a&CJMjPZsfipOQ0$60$>Y5mA6xd zgIex8CID<9e8xa}kaXU>v^R&#xj#Z1E2nGo0Tr?a4ssVDF$#|#ESBO9cBYZ{Tez~f zSpCndy9`83vzBzjO8fE;#r?F3d*wnQTy{$I&Om@9rEv9e|3Z(h`1`>L$-fC8aQ)(1 zFMC9=#h-P9G%G&7XTd?2Kl?{!JzX&E)cB^6M&dCs zWp(CzL~&uWqVOme1Fk45bqKm*I1%hM5Wu892nF{RHHPL;yj8i9(D*f>kXX0UxKS>= z_dZzIw6K%y7uRib=xM?c=bq4)TyXj~8fUztNLK!BJJA-CJ!pB{vmeL3Ae(l|$^^e5 zmEi>H+w6IAISaYR)-F{WE_!>Vg?AnmN@4ULeaEfdvhm9fN_dYk+lRmZ{!guP*kQdj ziBHA>t#^yZIh*nfO%$rR@}MqpJB1@CZMr(r-q5F2SuBL2K2RA6)^XjM{16#BT-@gr z(>}zKS1|s@cU%56{;msw3cX98F18z=HmjqcpqdcAA$W&i&wNAe)1?;^@(Zo(h4Bks z9Ep#PnBvZt=f%H>P+gNYF|>=+Atz(`(+8AfNtW7?$*xX?qVCfH@E%NHhc z!l<)6r>Q8IUwjT0^F7_m=lxW6>Dl&~<8MUI z7@y1iV|UDD=syopFkhW1G_M;5m$2d#0$IiH2?jsbVbbUuf$`E7AiwOv+mMx|nAD5r zU|l;4qkqN*U`Xy)m~KN}>&_PB1v~?!;*|LM25^83gB%i;DidX9HTO0B08gzvAEmJU z`-7WUQd|g%7XZ=`!r=)RZ=ziO4X~pk3`77Kj(IzR&z=z>UN1IHNf>E_^*|Q~Fe?H4 z-~4~p0mqYnvj9BuKML|NkpD(q*TR?Tcnjbrv-2-diX4Kz&TRQZ4EPzq4Jw|-nRZqJ zSjIPu7H~;}flK;%J8<_7sKaE#BvroqF`z&(DMZP z)yY2{C{B&b3fuN?)JL^efFe3JAaKdETKEo?TCFXX+jMq;m7Ga{4ZPkCG_1Xe0{$BS zJ0yb@R_gSQb{%}u+U(ZDKt}(m1O*cBuz;3@2V_!5)>@%7`|dml9d0W$0l9x$9)Yet zIa@hJX$WRR>6kb%XgJ;3`|FTuL6Ju&8~sN;p2Qz{h=8d%+|~KFFnFcHESDIaRMql^%QQWEddEFgCtgh84f|xrQ{A-4;+{tUX!F%? z%_EDzX?z_^-TfdL{-wRO(4?{l?EqV=-BKiG5u+Ecx+irH89IUpcKqy)6s_mUaqswm zPN>#uIo9H7=k|O?4P@FhPQj3jo6?i6kZNk#m1S;;wiM!iz&vk{*4_D}qYZNl0e?DS zpA#wC;+@R_DIecb{T$MZ2$5G0C04`3eyD#F;>qUL0qm0dqy$hw?Hm!*Q7BN&H4Z5@ zk08;<=DwIb$0*(3z@AU>&tX zW6R|1|1uB1-BH*Lz-ilK$5ci!nkQOd1CDndL3f0wd!Vf^=|*{qhD^7fvoV0ZGIsXt-vGAx8EoA*ch=xNe_SN1Nq=RkTMcp3%g{k0SExKm+37B8 z5~@+-vC|i2zdsm9tL`6;H=f-rw}L>*ux<8`t5?tF4gtj14F;Lgj1R3*Tgn+|z_DyK z!*lu_QqtCicJ9?Qt-a5jJ9OW%pAy7=_Y&=-1f}TmL7hPiXaH5}l{HS1hCzzU?t5VO z?A^aYUmn2h$hnxGsgGVu1zG1D@Z6>&IZlY)-HZ~7Vk7I*|G6VUEpi@dy%7KI9iU%E zoQ>Hb9M3MB2f&+=Vg5My#cdqsP(N5J4&Loq9#?UgBeDP<>c=;8KAEV`)uwp@kw1UQ$t({k(Pz~f{eT>yIOrOEwiwO1U#9= zU;e(ZzP++nQs*0$k}E_ep;TlV#Bf5V==g!->L2^FWOx#NvN`gxWN(tI9=vm{|7yfdb^9ZSUHg=yZwMc|$ECW&Adzh8-0c?YDdlKqXKQD- zju1-DHGp%RXl`rQo8~r^w*GFqrDGis%+73Z+&+C7r+E&xWWziF)(%f1SX^iF7zRdYZrM3K9A&%4+%cB{~V_(i%c!rzB6crPH zAwp%(j3Xdl_FPW`-$VVPXi*j6js2Aqw{Ly2ha)_pfcUIK|6**ny}Z}xta+0E?nt+u5uZnOQ}s{s%g)|x2=Mph%TmG0OB>bwR>PKik)<@{F`vNOh)YFFT z>U+65lT?W-#?r%|j8dkD&jCkRv)>?d<0F3!t2WEV6ftJMZGQ(}+%jXOJLmN?ZF=nW zK*${Hx?G@xB&k?NX?F{Z8v0=iyA{?eFxXdkD-tHE}BBVQZaCQcucBrSqhu z*|M2r8l{)7#XBQYrls3AKKXW`nBJY<_B;aeOeScEBg5q1_& zIjxDNj#cWM2(mtP==wbaMf~er`mblUrX`4rT!R!TnV}i7BEvp2WYFG)KP zXu9iWu!zKQKUEPVF^pVE^IyZ`RjJtHJ6QdP{g?`HTmO0(4%dIwDYE`F1$K>J#cv`+ z4qhM&(UFg_dfHBg+pxTLldz2EyD_h5hW0byO^Bqga|ISVcRar6%03sBPNw#T)A-As zcM#u%Q2=(U0<2+GeY4YG4cmR`h|Ffzkoh|4{0=D>t$C4pNh1pF=R0h>_JK)wb6$k9 zxlxc+J77636HDA(tNfB@<(R3mk6XF$CEsb4hJ@d`z5ew&F*`xaCaqOCJIC1#>MCqB z31THLnMg}m_GlTKXC};VJ4eF8^eG*iSsbuMAinr^iE^-djYh91#Oh6yE=FGyC9_QIul zUamf?GqG4UPRTPZyLI89I=436AT5!`#Ob#h?t)RzbfvrfR+_!vyXUo*a> z;q?^3zJiOWW1G zNrHSQp2Z8|Y&+~~?XR%44%Qx!$5C54F!C``*I+H59bZ6)1Np(=yVJ6o8|VCp{n#1BR6A3eQlVPM~n7S@CX^|I68aGXU6t+M%J1*|0{}6uxGfK;5@IhLS?YfL1+o1aw z5@zol--E|>0WX8SXRSW9mPtV~C&nBlVcG6f5YR&*Oy;E!*~ z8a%-@5WVzFCi(WZa(bI&7ExXvAw4bXY5;e(UFO!vbUATn!P8#5h2H-UTV2_cWmTLzkN!>W8~BN^>CpNM{A-5Ib(v=5r-qRZDl^uPt7p2 z8&Ep_a$)la+j*$7v+3rU)lK0C{IJoz@CgEm{7O7QL4-ANx2 z!io6Vlv$r-Qmnk=?l!V{x;h~FxA)GhMP|7`Y5HYHVhr)3_2=P2&5ns9#6xkZF5OJr zz|AzhjJd|&V@MzlW;xw7^bV^>rEtcip>pEAMVnZaChGpI;_%%=fsZ%m$xjOimLG2R zxV`z{#V;SHw|xt({;B~5<1!0}a8xdbM}gXTi#xy;GW58h2q9Sw^~(J8H^T}!25ohD zMev#E4=8@c{rxGoSbZXi;Es~1u5N}8V11s?I|$Vim3MyW+v{MDY_1r&N9j@4P+y%I zD>zKf)$FcrI}#A6MNV}WU;g~71D&h?prGu?2Z*Np^~?LHK_+KDtBvx_zZbkNU2p>5 zzF^0)dE^5m-WkbzCDV^sKCrtww8l^Qb`0XP^9Op}C6)%+Xs_}rQ3)4s9Zrz}qs2A=@@3N6GB5U@d6ov3xI2S#DigajCGlOWE$Sq~UQ^?l#J%*OR9T zyZHUj0i^dc=A`yX4MTi8J$1!%U1iDJW4;T<2zMP&$$!>4cYbQ%!COqFq*VMxwtgvM zl$3qHg7GPvaIUK07>zT}@V3PpWK5ZP7)?qB7VLY+*2;8;az{J=&PF zQzmqL_13wws&=tHS%C9JeR$)MpxPUfN&UeM2^nI#-sC+O_wgP#{D3|lI%It zs&1mU7REQTX3ei@d^UXR0Ip>2`n|sC$!*0^_0;#?n_YHFak>Y}cUu&hR_z-W!=0*s zX-ASO2I`8(cc_`d1G=-Q>&XJOkbe7I`G5Yn`QDmGX8GU(b4PbcgAEzGJBgL=p0jPs zb*+cBtzBVW^}{-eI55*ZytPFdo2C_3&bVrHmxc4?O%dj{axF{0qhqIA9#DUZ5Xp3x zpliv=%~`WNxpNzR|HhtqOKbFO-=-zm=e~+-#z*<|lsB5_J@$59$Rc(2sjU*1T0_+X z9^>_b0;hpBEb-NGJlsltjrBm$5W^Eqoa)5&SOl(M5kFL=l}=f`Wo1xK{AOHuCgSPz z7+1-*-m7?*8)2EH9Ub*q`g|qU|)vZ;r z@jw%|P41^7kVtW2wKm|QOV8t@PEN)O3S!WR=)SF)#7g8o}3?G~dtCwB9 zq%*R%)=ING5wafMtI-m_?cp2zk`Tq7WJTDi692Yq4PqF=xuoX9i{8Dy<@vd4^onn4 zi#Uu|Uo$;%UNmBg|7?_aeOT6DPaW5Aj)W{P`Y-xwOR>CN#m|@zzL_tRW_Aj==5d*H zsBZF^XdAjQ{_(_>2nnxW*qN3yVxllCZpBwR`VcX9bV&yxTe`>mcMx-4!={fF7T}^R3pSx$ubW4cBcO*ktgA8te&mQ_>}x1m|c{dY~F*600S-Ds!ExC>o(AZ%Y{?4(r>W zb>_OC7e*5zdi@vNY6~#l^hV0D?!g0(3Q4vHqMFA;>M+r$oVML)bhW3lm`x!jOY`52ifY0!1OQn+GKoJ1gtlm^jh9hm{$GF3A?PIW=Uhr{L(HZK4-*$ z$Qa$hL)pZlLu=@a2zdeA17_Lfc+#(23eD&UN6Y_O9$tejsqlB+K!XXQkW z4`*#>dLcia;z19UQG9gf#4yKL(rifkwV65Uylma<1@4y*o%E`ds9m#^zOQ;YlC!v& ztx`%>diOlOz@|6)VPdFNd3WhPog5`B>tdrmR;DkbXhO4!Unp7UpyCeg$p`zUqx|Qr zU$Kvy8X}R_1)?3?jBb9{b<)9(!K zhT=R=KX_WhjeEdm8@NC7v_a<4GfkdsHi;zbt0o%Ethmu>-*4tm%2f;)Y%(0;desz2 z$SZw+p@GytZiFtrvu33N4`&})8sVx)%SjDsyF6KslsG0+R?crV?wnqy-lUbxt%;gc znDosy&k{Su60;T;AV_3&N3QLBYOyQuHM=tC)@ADJ_~`gL`^YSVgsO6+Mu-l=T0lZ6V|r1sZivP?>*OckhMN)ITE|vL%qrJoc``ngA2@R{b8} z(j=vl^|NTB#x$gl`~uxu?y@2X^)j8t9N>@}C00(tMLU-U#`Nc{7zpw2LBmma2QH1<=&T zl#u*%kC{S?hWbA@(0GR)sm#r;4(so47a+Fx{b1EZtTu^5&A2Xl@1zqa5irI(>Ei&{ zX1M`2$ebAH)fGf>NM5(uAwD5V-u>F5-H*jOv3I}Uf9|b;gZ?wAa0c-y^i8`)bQ+NS zBM+oOZ4`(lb`+dg-YB6`7KM8OE2$0%ubRV{@2&XtsP!v=xWLXnwbpNQIlJS^m}kS* zXir7v&RmD}3%y!URv&7ZEzg`*T=Y(ddR>Q!=|Y`r-ac^kk}`tFT+KZKW)lhWgY972 zA>bjh_)yeSq$b{H2UHx3Uk!Dy4lviDnbgna^InThPaF687`;9n)}tFIQ}misWiP)_ zq;DEu1@z5^XBfI0>u)O#j6RMxF~zD;io6P zo8W!hBekj-7eLHHle&6Fs@=9YTEU5WqhOa~t>Unc84)PIbf6duzHSwnR2KhEmc2VN zgnBE5GcE4#;UJ6RX4Jjhd-xWA?Q3U?*`L~2y!hy{Fwik z#m>z2bo8eF!b;j81F++!rU@U|)QHN5=>s!~6JJ1~$NwLZE=!_EK=9Fhlgf--InM*i2hzqaY=xe#t!}se4z1+74Z)!5$d@uCkB|B2G z^H}yB_wyC8;mcf6$CI(Aj_++;jj3I1`%lQ$HR_6|*qWNB!uqhTS-)Qa0V$J+Oy z1Vg*=J8U+YiHzL|S)$kA}L|`vHpD?hlTXsG%;W_q{WwYQQE8fV9-pC==J7}FR zjKWy7BRb+?t4n(M`Gi5sRdL}?V~QT35e!!0yZmY2!@{}7#=2**(vm6f1qjzoT`t`8 zJ|SF$_%114>1kJKetoSTF%O;%O!x+FDVLkvBkEtqeOC)C(lOXl*HoQDF$oc~PX@~4 zH8WZ}e&mRLYa2S&Qpfv6f|XLB(obe)MnE6iVznwQ{3`#n(OSsRvdxHqLjQoNgQ**~ zX?#y0tnl-T9qz3|gYMYqUm*kdHwv9e;`;L^5Y~fLJ@%enN={lPHw=5U?$>X%X(iqx zwm(syqA8DeNhcpx8#bCb+rgNb@TM^ zczhA*dvQFw>vH04jhBS8{O^=lvu-18zg2Nhu4QL!gtw8rPp>Wu|kPt{mDK9uo_#)XVWhU=Kh z`Y{!Yo2UBfkox_K&9TWj5vOXeVu#1yRuxx|Z59iJVQbM7Tm8n2iTUMZ5>AK^lpKQhOCEmO>GiJF&Aelo6LNeEHJML#=6UdS+^ zdgKV>iOa|Nw86IX499Ti#GIgJ?8Ok#<)4HyUKW#wN3Z67Kk9X&Nm+!B&9?LM-&Hg3 zl&w)Lk8UBP%kb`Kex)Nzc+mrb*%XK>asLHDM7pgiy!HlIXKn);?9pf*L^Cd=E1Fy= zuu$hOGNJj5gBJbo^H7CfEfASke30^Iw`WS-uj(8qlYaR|u?nPGq}_!@WY2eamjSw7 zag}vW;Tn9Ju`@S;qb9{!l2Ag9k^di?ukM`002Pp1JLpR-zx|eF>3{oWUYW#=zdwV&dmH@G=Nl}A|N8g8A89W_ zi=Z$6zy3bML@E3qzvR(8aVR+9KR#sSa{yy|>#gzqb$m(!8LjUVPp%=>Gr|?5ZsQ delta 64699 zcmc$`by$@9+b`-;(Iqx%fGE<4h;%E0z!1_%E2zlO3`q0X3Me29T@ph`N%vp@BHay2 z4M<7Hz_9OUz3;p9cdm1;YyWfh_K&q(EEt~o#(jV4o)=@(!(ID>l+TD?ID6mO*#RfP z&u@F%*}=x%*~ZHJqP>$PKgacUgIvq5ImDIaik8kix%lY&v6%e5nsrx$gEg%`zA(E>3YzG2BWo&%E6u9-nic0!QNgf zS^dtABmK9_Zp6n#X!gRkaS=qv@wZNPFU=3FrzBF(<2m`v|7_2$T{JJu2|8mR9__jJvm<@t8KdbX(P6Lr zx^Vt@Bl!gLhxZrxzyIxZw?3>9f6=6`z`DChHA<+?xWY}~UG2W#ud?f*inc0-Wfvv> zG1WoDl;*SJ;+S&2ZNCV4^JhkmYNf|Y1D;!3b#9$P>Pcg{9 z$02+|=zfqvAvTm8C2Sq$zS5~bIFkJAAY)Vjvt-l`Pa$z}!)uj(c5h~VEDcd8TiL4l z&xg=D8XT&1ybwV$4DwUFx$i1dog!dDF;kx}EBG@A)AQ;%?_{m~5JSw~Oo;)v(n@FBq`14(y zbxFE;Kv^qYi+yc7+XN|>%O=kj4@XJPm3%HLsmF7N)P?eftC?%P>1s_<9No?wEO(6_ zs`QL*BdGMx`qOcn+m+82x%nsK*YO-`r^r#_xD=8E?3q)yJG_u|xBK@;`)3wEJv&&t zSxNIg#qW94UL!nGGs?Ws5R59-;jI5S}j8Nb1L z+DD1n+bxoiX8XK5b>`W`P3%&K_KnCY%4Yq=?$y2jpdr$r*-q&@qbg-kdb zqb27n+P5~Rb8g$_OlK}%W-iB7>160NF3%4SGfBB!nwe%)^;!~fm|2_cw~X`Iw9-zH zqmr~NoJo!MSsYl)wWzhxis|ZHpXxa+bpMtNc_#lo(quBrA^bq!#3i&cZc}P@dZCu( zXgT{W^V())=m?9e#w(?(*ocME32^ z&#(F)U}cBznjhK$t6FS?TakMk!m(8iNAJWoo7`P{u=gPi!Gfio0eKb7M7Z2 z`_02gYXi%xv=^TG=`3qq)wsl?p^^KjsM9Sijs2Hc*ad?TiqW*xYLA8Esvtt~ay6#4 z-l1%-F72$32HvdNf%7wCy*krdl*VgoI4|*OXL}w=F{|>aAuW|w^%vPjZ~Xdvw2>5# z*m2y5vtd=P7RPR^jRwlraC0E7*5B~lt7Y%bR@XPhO4?rS{T9k=u}%5<=KQ_ZM1|Fr zkNa67tlCq0cPD+(_$zuMuu3gjq&G46hU|7n5!b7(4T*aV5w{O6smDo8QPiJlhj6G} zHuGKybzf=}l_o`KUs(BiJ}?6ITeeB6v!YeynQfnbdy1NxP}+x|T}Jl8$crP))EP=D zIH~t(N^9>;tF{*Xr75>eJ!gfDG?E>E6+f6YB)55K3K)=@Vnb}VC>tb}_C$q)o)r|m z%$v8(%)Az!ZA>NwjxZnmy(3qQ*?7+>cV!uoh-;WC%|}<@scar8mN`$^wD}Sz^%tH{ z|Ap5}!pH8}j~wY4dB`mJz>T3o>=}k*xVyWkaAz_`9!GpXY3Cjs{QgMqI{m%&)}$lU;@ubH^5C%4ZmnIv;NbqYGdLw zZhNJ>e_SQ}qVSV_hZhG{fBpFUU_du5S%~oBjK^1omy=~y@jPW(*Z`UYJL1N@C0Jh0 z_4OgQ(Zj_W>23=nMOPG_S(ZI-mR^e)Or;+Gq$ZE~wjr@PH)uUqN;=~yZR)+EyLQSd zJLA4Of>Swgl?StwXgx#Mm-fry%gf`dI2YqSb%jR~{DZWQ6mHdBeI|)nY?DqD=#)+# zZLMUCxSZmsrx}u6NgYs-9o#6C+9{&tY?ptpadGQ{NxfyfcUQn0tvnrvlo1XB+teBT zHxY5%7;kF5rwqOe(>=LKMrp|%g3|fUXQF6%I8Dl&SM&Es!(D#ho^4#}1r>N{ zpm}w+-y2#%(exm$S=uqI7?TIo%E6HQQ@qewW^)oVFdPKT|GwZxOJ~T zKkmjPK((58m|lCtm_`$>6;ez*>YkRZvPRO!*)jNEwu5DzOZj2^W^?sX!WkwvaO^=7mHB~J$g8tUcfaB5F7j)q zyqf?1@rh%XLBahu{7_-e%_k|v=G64}DmKN4k2cU6RC*NhD+VwRAw-jgjbtBk#RMh3C&YH1d!TlfZS+SPay_%JN zZ{0t4?<1ZmY42G=<76dQF54voW#0?xpX%!Qt8Cus=ggH>(XeA8pc)Mk^%oKKThkZV z`(FlY^cCB)Sd!7cRHTt0gzflB*@AOzi}9D`w4F+cwsY!lq2jnCzH?FI?ZfED_!DS< z^}ImA<2$m9M9HSJHM_N+<3A-ib83E4jl6t!WagS}$G$@+Zm}vWYhWS|jIpu%YB}Q> z#&7U_;82gbKb$ch)*jV@WGKY}2oz7FbGTYy+ z0}VdY#U*E2YL8VDyyWbv_jhS7^!(Dke}04+8OntDYX5?NVOgSZ@KoG&Wd{>8~G;rw@51NTH*A+!*q%)3}mPV5s#EDKLT ztFRy5Awa*#Zt#?KWZ&JXvh>Di!-{9PS>5%NFyx0*jl2RTK_&@aw9bb}5u#wvGY)T$ zAxDmohNJ4?G9Bs7zUUA=Mu#=tLZ&J@cJmVjq@2cHia(gSnR&O#J?(>%g2hMY`61~h zkvFGg8x2T9_Fb8g+;HDXt7S*8nOOW@nJW%-Q0jkn=h)9x?f5hUK;y#=GhQ?n)BC9X zyB($24 zT}hK)k?rjjBam)b_>S+)ffOwQh6C}{4Jd%H%t$pD;+k3H& z$9#130#8TiPH~qi^ZneS4f)xbVcAANR4o0OF5mrjC*X`Uma?_fd~^Dx{=wp>8f_Yv zC{&{AQTS`MqjY6oIAdIb$!_NzXGdx0A|}f=8SB_;H#Yt4<2IXhcQ$5YZitaJ5?*W5 zja3DX9eXEs@!Tlm@Cgah@uqcp9v!YO*vBd*nLi(X$o%ov8HaRaHX2!cV3Dtk3ssc`eYg|N!<>bck=pl{=c{(2P^drA7+wBMsVNVI zo736lO)30SgpM6+Fxcrj6KhtlAswtG4ewKgwd~u{LLm!c*5$M3Resb1$zPHM{HFz#Ms- zycRuD?Z4kdzy4afX43OIsNCZ2i^+WQWeYW@8{vPAvT;mRYG*F@SOk{Zj-CR#Vor6a zNi2=s#Osp*XQ_C%X%<2RycK?divJXC;cNeSFI}2*#Ss-_hU9S7I- zUq8gif2;C48J_fL^$v=fl!6Aw*tIS`yZgMf&w*Y=vD!a4{!4!m2PGkTg^JZa>$&h9 z{)%66nd6=BbaBJ{h6P-j@tP?2sPs#e^R;(JR8?Q48x?1J=j>+7$|aK1Fv#ZGY)cDc!HlVF<=31U*^BnOgBCIcBH*jBz zmL!G$ltNOzgcT^Us13N;FOS{Iu2{r`zyrPfk5fOyr6(866*~zupm?5BE$WVlP0#m> z)@{kYaHIXbcjn6HPsKNff8Q3h8|YCRKPhTw{PokL&Ww|Gj5l}f`dOtce^p1nwp=## zyHeJ43Zfp19q!K1=hs^d?E8SWS_Y3pr$rj1?RJ(4_!E|znoZED&Nx>B;1$vwWwI(B z^2msmTUqV5=bVmUl5qYCE%p4QN4(dfuP?`IB(0fA@Ayti*+9l)gNiFRm?H191yXS_FNUJ z4MbQ1^N-TErrlD+cD}odmTBwKiS+iqnaZ`HCDqV2@8pqB9mz(;c6N@VAva{KfaTCy z#)k6hmo-NK&WY-`uaX`aP4#|Rqt;Acc>GYZyg2)VKeQ{F0FW&1{P^@t#HHF@El#S} zqzJIv&H7~wpIzxVgEmr#)g_yz%koG$RxG!v*!^e*j%kryxoT)6m009}9Tv79k}}dr zNPNPZUGnMG2?5q7%COgxT5(~g^xA+0S{#bCCE6kcEL2y1cG?=Hf;{lWGm}Tvftr;< zA={JNGt%leV)NAj$qyvI#lKDFUS^Ad&=DggXS_wlM(veI$ETOW3xtt>Hx;d_F81F;65n1#C1#3O0JL4O#+H zvj<(oLW|bqe4|xwrDt(vT+|XqNh>!gjvaGV+c7bF6!@ds=JM2e86ON)y9#lK;@L0Z zH1fr_NIJG=9SY~qH6^2m%9aF&0FAmUQsT|5npAMnluDmfu%<&Tkt9ZIn0Hdkf zM}|vJv7YQab{cPfepP`DM;$t8Fsd3Q*bQE?w@%;y(Jqlw<+8pCYX z3xx6eTcLT$yHoMW&Mb`vjs5_ndx83WAksL^j-re%0ytyOMiGvrzV!Xc(Hg@zXg87^ z0Q_@z0%{_-78DgkB<6j#H>(Y@$5`mYfy;E^JWZ-XIB)ccXYb`>-%Hh2p(_!rjj)|i zsutpz)P94f_TEkVQm9IoEh5Qk2Mi{D^8!=26! zEX%P=lP93vykTRj;|kvz{#eooZQ-+a0j$(q<(jEc8e#X5)Rj=`%UXsBa?flYwE=ck z18#5A7VP&7K-2|GP1+xXbCdnQ?jNy4av&_ucK>JeJ#qGcqX(QUsLbVeU-9w__~FZ>zr}F zle*P4U|&W3)27;Qg8f$V?loey&d0`Q8=>qvRNvGp(4^Kd+gN-Fq=KlG>F#LYN1W5^ zQya)~`wiLNW!~2YK!RrG3n~pir0;65D%}5jJ(VJaWT2sZu-%ocMQV;OrV>xR5nnVV z!C$qNw~?d$!+2q&dT{x2;nh9Ae`Xi=lRNC+FE4^J(`^=aVe#^a%G|d#C0Gg72{^a-9 z=Iq~TE(3uSw5U0h?}jXx=Oa5lxb!|(r^zQ zVc3V<$ic@f?)2qOU2rx2fEJ{|_^wHCO~2|J(F{@BA(c z4+8)G1ONT+ITp!p;n((bgQBXvEb)q2vP(K_w!b)fhbA@$H+O3PS>c~hwPKUta;i>U z``w5hvL)Q)riVio={`jWR|U01HP^gawFY^0QVmXCL#Mu(ZJEpTJ%)?M5v2AAgs`*pGmJIB6-)_?i(rN`YkMfD^O7A6{{(GAg}%`viw4B_ZXUdqDu zOn$TKbXS(`BNY%1RiOy04OO_$7EZM!JUJ<16VY4ZXn|qjNt9puFx{JlxW9qQrJZ9c zZ6sFeI&Yf&8%I98LmT2%eqB!Je#?g~UMYd$6DqTsJ#<@yxEt43tmD+Mf4aof|A_88SiCI zs~yAowHs5Q zZ8bpMP{U%POJk^i=r}t;Z!BrXKRAJ1WNyuRO=kfa#c$I3x4N_SB0-nYZIDJf{( zbzyCIGdhus1FSd!ut>BvkVVvW*t>WG#eZsr*iNnGo4?PBu@9FXhW%R@pEWAfwFCJM zxoA>$vp&0gPNF?sn^U{k&ZIwY3i#4{Um=Wz-*XfQ0kFP4p6_6#wNMYechqcNt z%H7A_DB3JgpT(9#;Q{FlK;8tYS4h3IO52&-Zrtj-vq<^w8%7#+)X zneKW!Ewk{2_JMRIevuXUL*Y&rBk71G^G>)SBbC;41=tdi@RNNH6i*7?69NP%45uyM z_gn(fX9`m7*ExMzg{(DaFMwCMX5X!4MF*WjA_Xk2-yD7Wz`IW$yeRaR+C=%b*@3%s zk48>e0a~H}p!*_Uc>o}nLV0vA-;iFxM<>$y86wgE5kx+!kTl<3`KvuynO4xMjg9sI z#dc6g&v)F|mDGnlbNJ-tFUFp;NFk~}tX5ceXWOD|GY41F?Fa&Sk=mfHzR6v1A?7Ai zmm)W}u3$Kv!s?;PH9+N_6|l0K*3Ho4TN?75kA%x6I)pPWaY#_p;MGYBssj_LG6jPH z|0bW5%eiWZ=h6L^tQNhj=%qEsNnh3wE7^_84h*U3lZe(cO`dz&yTg50)Kxy9wPpYg z<^&K65%AawNA)V)9JMPwT%aV+->h~r?dZ#dyP9${*L-e)cS?m@XJ>2aM$eKaDQT}j zp=gJ6mPIRW4jQgNs(LJD)$!#%>C}$P8bTr&Bt+NQs#(Igct9A8SNfJIFSxt0879T2rQoR|V~30xy@ zkg4rsT+mBo7A0ggBVpTLw6e9O!5^Db1#oa3lw}&HXb@A@QA+CGa7xf}2I~1_eK@~a z%l4r&Qeu;(@v_K}Yb~?u-oYYxAH*!gsJLwB4Cu-vAN6>d*>dt+`L(zk(7C;}Q&bOl zT!3@2LeH(mHn}=j=Hf3r^vL2=zzY_ioCZ{=Jt$Xh4En}1t-$$3)4tgpaobTF{nxMjN?+Eq~h)DRp6 zg^DG|#wcOpY5NL+Ngp6`<7DVd!M04`xR`hI0;c58EwB|Mmw@GE-nj8$*5v|=*RMzX z92^`-llyu!up55Rz0Nh4gZCQOt&Z@^NneW%k2_wsF!O56J7+@|me#Ggdb-zh?CbI2 z!=eMnoXU4oQLp=KjE4tx)BU@zN@_}aWltO8Wrw}Z0PThJaaYRKu>RG)-!S^J5 zIY?0E${h!W;~dVdY|;4+(M{3MF`b)Vp8pU|!^8CAC`*wQKd*jvK{`FAP1C6bRe{=t zH&>=DLxl0S(3ac(CGZw#8x3ls6Mk@gyrz6v-CuCl9+n`kpO?E@nXe4x$dj!} zvyQ--Y6swgiV()3d{c}2oMI$=R0ZNpF;Zp&(+?2^#FjU@0cuwd{xwPuR-jHXSh7Hi zC|1@`fBaGg2QB=82|NDlr4VH=Z?`)9bS537pziIRApkAtFL4Dxj>C1s;+#+z!^V7x4MC~dTu16;_p#InZJ`S}Yms*ISEo>e# zdu2vhg^#o*TbNY&RC?#ou@N+=+D>3)xMr2=hR^ti(;;wshCHJVVmYTeC4_03o0JCE%HlAOzzC1tb_E#K z_{EoY_5^l7h*Oxs6nE1~74t!xC%j3!xtyQ4{>d&iS0gbzyBT1%Dr{r}GzYo3-`pVx zo9tXj_bI7kAG@oVGBp5mf5W`Cw^yHdW$0!3t&NY5Al3fF6t(ESZLVjZWw#T6;;*h@ zq9Ua|A5=^+ER>SsJO?_C5g6Px4Ff~+mH^t-7|bR2iIIVIyFw|VY*>milinzvSy070 z1>Zt-i{_3X=yuhZnqL^bQ()Jdgvoe&41+)_)vTC)8Wr-UJHat&T9onLEQv=Jpw!nG z_yDpq15i4mw)QfR<}Q@dvAJvAhQ8bY}O zs<9HC%zM~bW2HSsCZ$ulV_k<%&U-P*`c#k#vruy_o9*@R_VwwdK~J>oeDUVrJpFcj zGx}FGquE~Rz-up#Y^cXd&`-OTr54zN)A*RuI85{|N3r7r>B0PeYtRS6Lvw=4Q$Lv) zes$e3T2&`H-e+X$d!YN<@xJBFsc2)Ee|1K>Z*VTR_RPUD#I~dwBQX!XpmzmS5^~Tq z)Rt~O^8>nLH17(d+Bv{cz&eIWuYZ5Czz|voREVkIrZN@#DPBI$#X8Pwam~=l2e)ko zN?Nxo{REvzO|w34&SWYnJfqpXEW=%mfpi7Unm_qNxL-J^Yg3-UKBNwQsF*M*sr9Po zD@LAH1b}v_{B=}aDYuRGhSYIq*=DJwS4Li`BPS7B4poP>1oNOvUv`L|cVap1%%8{nlO3$@@ zv4IJ3<>#-za_BZHbt3S$jRp-M)fk?AT7Sj*S;S0d>)%QUL~>E-`LR#HoOo6Uw>HNx zTrIgXA=*z*-@K3O)Yb1DmZhwZ9+0S2l9D{{GMtfRA%>7DCg<;f3p!f_T;gEq9Qd+> zrDrnf&;7e8K~XLH=4h;TQdTv!0F(8f;fz2J0fQLgu?-3Uhp>jfXsSXJlwO;RBv5NR zDCOqWes&op$r?r}kZb8F(!om8VL-&2xlxE{MPK5_t~`L{+dHTTKytPjB%~UH6g_+O z(^8hw{9pyzx7@{wC+E@>a#NGM1H8@g)@$8 zkYAzWH`0Oh;E9;NVCA;60;h8VQdr4`wP2-=NqY5C$q- zf|^-vmh1dWNNSf=qB}vv`bV1=uJ0Z;Zf{fVhgG{Kk%YL&AI9Wc%}?PfC8wK2OhhhW z;$343)QVPm>L@6ei5Q@pHwJoz{OzJgT*3YW^C4`Q!vm6Cqz$7JOYn~z#T zuTKir@I9nnp;jO{KyaqiOlAjQ83$OY6Zy?D`LZG3xJ$%be&T)M&x(TA_Y4rM=N=&2 zE8!%{a&;xO%40C$1Gn8leY{yE>$#fQTVNI9jaEB1e@|pYlBE>j4S+5H_)^W5;FHXe zlbKZH?i-u>Y}_>}NG#1@E!=;`?E{0IIGiyHwDp4S`Y?!0y%qr_?PS3f`EG&tH#xb1 zv7Mfe`4z>;bNvmP){-mHK#jt;3++oIXr2aG#6M71;V7m0d{hRS*$PDX#Q~Dnpj^2q z=rT$Lwsexy#1r(PUJSbI@z+Ad)`M2gW>B-c2LPy|jC$4Wnlw&`#d$^x%4N{#Se29m z6RYFwd4VIX!RHl^;2;OqFBb{DXEpo9sSZDi z!H3+6kxTJsX! z%Z`G7_4FKl<4<;dQ+I+@=ey7;i0;LV5S4cLl)e?Z`ZdMi)1E2?Ed5)Qc4-~-LqfH< z3w5yIUTvrI2SRDHAdk-wRLz7WpJ5V5UV@6DkUSf@#GXri0%StQ)dvt#yj;i5O&Z@J z6vNS`U*1ct7jfKIK>Z!u%04e3_C??AAh{*NHvzJ!5J}&8TAovpz zsM|lrPXAMkTL5`e60eh%5EjT2r}0=VUdFpYO?2>%to}0rY%AyH4Ah`j$WWomYJ_5-nx#nCjUT-|UhIWelEm9VH?u2@M z?JZOHaeAXyDSL@v6Skt^y$4LXUxa{52-@^qT0%fn>02)P&>YZ_FGyIAuLTihR`}ox z!#lqdmg&sZnDijxfL&ifdVe3r?CXQMfnMWpUD+nqMu>RUa|i?3`JWvESB5<9tu@{l z-EI3>8#*){uhxS7LLst437URxI2RL`-~5G+VLdf|GGFHcKElG6jXnh75>TkdsQagC z)Y8ofkc-VRuVbteSfkgU=Bu-%twb2UO1Oxv#!Rw|F?hfU3f@|0G*O1)-|c)F#X!s>6|J%qe0_u%g>%gD}~Um|BSq)0#CDpCH$VDmCr1Q#v%tH~VyQpvmX+iNKwb(q_H1*kq-zwAY_|LT9nQZa$ybs!Gx2_Dm5qGG z1Lj7=uc$AYa@^#bPS7$?jh;2o62iF6h!wVj$ze)7&o$14`0V4QIPNu4v;&o)xJM2# zyOYY6diFN#*FC6vSG%?Q-)WdRNh+T@uNYA9%=CaRh##V@mRsu!SB+F=d-H1>;-vf8 z6y*B!HW=?d<+%(^;IuFn|FgeRe75qUX~iUifm^Hhn+}FsKkRZ=Vk}?JG4DJufLqov zaYM+}W$0s^ds&mOF32jP-YUM%NI*oyiT3xmuaPN0>o0-Ia-=K}4$jxX>p1SVM1dpe zjgZ5dU>JV4ZRs?m{RqksEJ>^PSj#Z+DTUdQdamQ=#Zsd^zi&&cJhah-WnYLtmLH(T zT7rE0cJI6;NPtCOujGuak4Pu@Y)*0Z|7_gY-EW1A>VTA7{I@y47!mer6>v%i*Rb03 z4Z_{V7IP(|N60>(o*qCIz;l7tkOP_k)$vl@4+?qS^`Nvf5y1Sb{3gi!-AlOzV5l4mw)RJ*FJ7;LJd z*@gZ*9<8;IkV`3YOgkOtYath+x;8g>ttk@7dzWp(#NF;}lY85nE34k%PMGuIXr_dY ztPQ%x+n$@yMJ`R!RThG#-L=G_#VT+lJPM@N9=Xe!(apeQo*E;tAol>%I8v|0$no=2 zsKO}!wFR0V-}qfu;5+ETPlcKnC`rG`H*>~g@*LR*450}$M{GDVQ6T9|{abf>*m04A zaCFyBDm1mZ@Ep+r2jt1NlZk@V$2(txKC00v+hKAKxLgQe5_gI~{pRgrzeCG}LgFpH zo9}PM@N2mQz!C_8|NI*8xGQS(SP<^MG^B_v-_2@E(b4!$w}<=ibzd&De)M#l@xHn} z7IGsBb#Hw%vlxtd23o^E@`R!8PNbx3Hs9IS5=7Aun2}AwQ{t}f1<(OLbKFViiw?fd z0l^Ad*=4duR{R;a?|(&8CoQy!U_NS|0~?}H6~)@&Gdvv{S9>6;Z$llrG+s0c^8oLu zXfR=|0%^OHED}FOf~?%fN>`}uKYw!sZuL%2qR{M(ZVg-sC`23xWlQ9^JRcHtuQBRw z&Fj-7h9f8lvOD*J(Q;rb(4bm)^H8cwxL>T0y_TfOX?hZx0?EwtlgsbjXZ&b`z=k#6a$ePx0_ zeXSjcqm}=4XQWbBD0R9Aq-jqk?CX?~*Qf-_fT6O+5d^dsqi9G%sT~xx{*2JL05!4$ zwUl$!db3toVr^W4jqhFRT2jMljebwQt(*$^6Ptt(zpu-#S8zAi-uO8!8+UBcu`gQ% z$Zz(Z8akh@Y+DkLKG4SuCk_JlaQ?8thO{?)P0Ayhl4s-RakY4Jk^;I&aW0Fv=A4#I&~K| z2qDTnqox|n2AwlE+x2_Ia|-~dM4-dZgy%pvSdj*@M+5@)r8n@urA|11Z^`JjpI=`X zjjN@db2(IDxx8_pvMT^|{nF{F%5W$URFz?9YIV(55Q!GGpHq3oqx zyxCWLHX%DdyMi16)z@`!95hJv7DrsRh1b#)L{?U%C}2I24U6rVoye>Te(Ml6|555) zvZmmL<4PYr3*!HQjhUk_iqyWz#DJXnV;z3T3)0<3ttqcgi(c$1`e73SFNx|d!Q;Ir z>&QOf&fb3gq?@T-@M6a>&5k~xgwaygKlsnjE2qWS{NbJq*d8Q^nD7}E{4&0gm0I)a zq=oh!{CB#D09MQ+_tDp)13HHaHx8s|B*=*n&`BH-+iO$w@NNZQM5UNp7Bi`VdDX@f zqZ2yzwwVm_j?KI0Z8+xvi6iWvx$Y|XvPu*=tO|OqJ4D|~VnbNjE$^F6wGr}VL*FMn z|h4qC@ z4M2gl*0zx|QLKxVEVf0K`>b<%m!MIWt7)dgc#YcaR^g8Mi|m+v?T);+uPbYwibf;A zFnQ9Aa8OOjX#Vt{+~jy3?1^VfN=|`va_?S|*C91Vqp43%c~ih;YygW51*UkLwUFSa zsOm*_H#F<#KA8nueh-M9$eWf!ru-I)f0 z=zL2L{ygEqhW59hiT7>o-@^Ir<2g^AFH~&z*$?^RoYPEnm2 za-GNxP??p3P<8Fibj*>#@=c?}jie5?!uuVNF`)UlETt11-{;4phWrk0l+Yz>R%>Bc z_U`%$ab(-uFHlEfsh(Wli^g})Ju{3>-$jCBrapD;cemelHc?4$_d}h33=g0T%O`%* zi(MB*VUF(#-e#ymd@>JpsX61^J`wf%D>P>RCqVGe`76<>PG0_N*9S!5e>XxPARr(W z_q(#}3TGi6-v5xR)ZxeD4ZsGo^(tT#G=k8n3ZrJFe}o<$*3-b`;4yX{EtG>9R3L7- zy;Vq+xYzo7GuzcN?h!>80Du=YUJHfCZ7bgP_4-Gr_-vLx1Kd|GDi6KU4Ezn^O5Oa7Dj6u zffP5O!8NF}_d%7hfGI4i%XhxsqNd}zb@1{K0@*LX4?ohF0(ZiP9-($i1X!QZphQIh zck77(os*~b>6iM`fM9we;kPq1m1tJ zPGFngDN#Ece`J{mQfZNc{IjcIbBLHB+lAuJlSokMY*D|Bqc)(B#LHgbV_iNfv;LMm zzi0oE2#C5wLrkvU!YKdVYv~lY%RM@0jH9*=`s&Ern<7C(~V2>`1H^@!;Oh(dsR?e5}j0ER-il@%$@$R3j|N9 z(F^T`-DNQF@xH1YWEVLGUUcxIN$QV#x@(88;E@XZCuO!WU^$HduW9wBv+g5bp-N5- zS5^JbsNmUuP6rn3;9-!1=ZlWj`3tV0S#2{))xqSwDS&;-r&E9xs}mC+4i!<)A_TwlSI2cJRS7aViyrF0NL78rQ>j7wT<6UK*ktE1FqO>9M` zbn*nGGw$@eqmf-S7K6?KGW0RSnZ`u}kLVdi)k^T5kdX`B+o|5-wL3rv-R2Z=*XjWe z&jr<{ZKr3A6e8WG)}&%nFh(!Kn~vLnk&{trMcW(~d$6A*^_`LXKG-8&-jx1g3r!&3~%I9w|G-&6X>;v%Z6aP)WBG2&VVk-NvZSqNCn0#qnwLbYkfaXe-g601SEC z{p=;|t%PslnB1gF8aKQ#{X%dRL)S5USbE38+}uX8?iOld;~+?b^m)qFW{YPPrC^Ot z#wSx6F+bNgiU&JROwEVJiEpOUm4lVcmpS|I#eS$$2i7?lqTbL0-fjKrguK?Ihhet9 zFAY1*w!zXwBW?|qN8e6^9rMW~2O#BtdFwD`WZ){DgId*IV6(0cP(YbjM(zUM8(Z}N zRQC->Mvo;7mUad84?!m-LNL|yOnH72q-(wY(bT=scn`$T%iL-OJElQoSQwzBr^e;g zL#>+bhaf6H9$nw;j8f1`WX$AH_f5Qg4EZ!)$59oRQxIux{kS z&Qxl=`78<2NPhWEP|wCM?m!mwaa?p)2ADQ278NU9Mzf`RQPZ=>Q@X<)%4@q%0Hb9; zN-;;B;{+)DFA!)et`HDd(}f7uq@@UCtz1XG956HAVCjbF?rc3|+DW8jmGCCf+n=5W zkxxmvz2}Fp?$tour8PL-YXc&`PJSN;)VNH4;pU}D3V8V^t!E0F$HdHbJi+lXAi@pX zFP#Fq+6yn4$<3dU3|Lbjyfv^$aXU)9pBN_wQtA_sy>=QZexV$32tYB! zsX)i}2A|?<&v-T@@56XIxUpMs8OT}jtMgte%!8X89XvuiIADW^6nIlSTRS|rlK-CjBsn&`RmB5 z_sVh-`QT$@(4L z8Gfi~RnlGMb7l2I`!`jYT_LA1y9nw=k0*aR|WxnUCK z5L)mT*!84WIa3-dE%Nqg%XsRsw`>1we6ixGTCQa-T$~q~W zsu8!=WPvS8?j$-AkFdX(+GqnP?W#VR+7>5|YnqNkBPY4dw$kkg9-D0Wej;QwffU#l z8G}z+4-R1+2Q^d#!V$&3c2SlR3?_;>;wfZ>X05@~lxbA^z1ZC|HUB&us+C{I`jpQM zBpcQEwOK>rEXz{yZmI535NV92p})|1_}}KQ)TvcwNbR`6>EKq0Kj8=p&D(2?S$7Bs znpA{AcwyH{SZ(npumhGI!@-b~ZE}iL1QB(>1!7retT#Zj8dXydhDrC{@G6k8`o@@S zGvwKF#@O6fdo2e$SPA+YOE;!lGSCPM84Y<3xZoetDb+f`aL3zP1QKgzP^AW^Q*saM z0FWx*0%mrk3}Io<6RTYSUw54*2~3Iyo&-&*xC|Qef=p29=jPFYd}Iw&oEpP5ctA&O z4^UbeNVs4@17&5=vN%Iih~G5l>YE4Wt3wSPxd8LS(X*FdE4~Fyr95466NH{Qu_;BU zx_R~Z655{w`1Mg23dYv4%>$-ZXAtpyEs?r|0qzU3&2P>tLc$>a8;ma!f|i7S z^)AC>))*+_CeRVg?nn{aD1L#hK$QdPuyDne*r@y_xaOl5z)pJ|ot7-H=3)1<%mq}K z><~U9kzsf_8vK6^K-EJdnH8&d;pcT}LI&j6dD+Lk_Rt~&&Q%_o!7=$wkc(uobO(4f zFpil&;0zyDuy&@!8f3M)xXdvr*T>tl2aSuNrN&J^m>(K6QJhkILy4wOU(ohQT=I&L zMSNn$F+GqixhYQ>`pp_zujjR~CxhT5a`L(|C&pTd8$*Zy?Mp2Jz~ZxQ`22+jv*<@o zm}jNRzeIIcVh)(4YWof(FKL)-qQTj!P_~hIfIxY&upzc6He8MXqt3>Rf`6Mh76aMK zzGjV2ufn0rv}V(qVc)dz;d_1*#sdy)l9nL|aUb{=uXV|3{2RUVFdA?>a48Yblv8ks z)5HoS07OLhn}5i+WI7)9eeBo&@s|mj;@zT`xa)QdCFl2qMBw+0vON+fzhW@)G`Z2r zw0z2w@I!2hrz{75XCy~6>H2DF+Y@}zh-^;igY(co3u0Yik%SS-Myh3=mKTWvan|zq z@f%jRF?Sr>9teeRTU9Xfo7xQX-d4pm_#;i)YpD=p78%Rs^5yA}T1myT5-Rt$Z6^r0 z(v&&Rvxm|&;+g1`4#;EHsl)cBbX;cVftLUI(1}YQmP+9`7@{_gCo(MoR;c*QXq&M^ zjgGI@Kh}o}n4p%Zp%LweA0SQNs8dCweJ%Jzz@na}EQG(fAJrj|lE5*{VrGT)B(9ST zPOJ~8ABhUzjB%i>(!=fu zf$$P0eUxl1bzn=pg|FH&i1zSFB$WYzh(kz^@Bw5sGFl68!X^(yCu0 z)c4TOpFm~2ek^B@pHv5{a>vi>W__Nm;fw0L!i5}Qz?x<9$0}5x1sBrfaez^lr@VsX zrjytS@7tMrYU+>FE@4y0=&0T3r9if-CPLkNX}iGSN2D7r#idFQ1BvPH-g#!e9si-| zjuYzP1C;1nGtC<5c#fGxQsuMWJf^p-uHEr>EM#^$t_zfNr*|cq~sIw>DBTXh0FPMf|fItcd%0nKXID2l<;y+zP)@ zhc~G`(==V)08b=;9v%9#EH#`|2J!zILuuNvnv~1ViSKfmkxbn>ueI zWm&azsn@^nvPAO$K)4cxgh$==87(zcv#IS`7t_1Nn6RZ21@~SB`Yk<{UUI3L+^Vd( zM1vsttO7oiX4ceOt^O3VV|I?`{@v1`C?K%ZQ}v33+7FRl&G74_TUs$O+6=A#@=?O<#8w*(?n_hrslrF0HT zwVo+Ir&{%n3i(PILjuzAPPg7WM=t*g&zL5U9Wdc?a3NqCV@ z^xL;p%Tbzs%mzyT?M6xFazWQ^Qmi)D7@hDsBdhqlE|N?z-+j8o~TNaTT4@r&Hj#_GHuO+F|-oyLXcUFyFR7ndmOO|kfdVzf%&!_ zbS$B!7I_uy=`|8OEDQK| ztv(P~9laBS%<=D%b(jgE4S+}0`jpi-KXr1OI=10E46{H&Ez%93cGQuleWzxW#-O^O zY5fkRg9tjctr{;g$nXp@82u1r8}NdV=_-Li1rzT?OkUlgF|1vMsio&D2ADjh0Gvib zWS^TA3wAoGAQPHO@9urxDLy%Jj3j@noiGOqngEPWPDm7>=X3$2L@|AK6|0Ev&|%*x zy3O-W0%W$q9BR85_)fm>Oq;QW2&4Ek*Ty&Q&6f`jmMEDB!eBg{|5Y#ab5@L;$CDMs z6)-$U(2phJGj5HTqB!`41}_c7if507LbDN?nblb*u@e(tDh1j)Eg}2RP=8U2AQMKq zoJoFUGdaaNre(uj{FNE@)Ngg{Y%rHz*_ZWHTw0?hg3&4q)(X>+PhL&}6{b(b)|4-E zb$-|$My`LpB`?}nj#b58t3C@KM)00r^G7o}nf?Cu=LSGGwpZ)G60$Vh+Allcl@eqH4pvd>KRSb>7tLbXxhEXR3V-!T@5g`51 zVb0a``X#n2I#LW@xo>H;;!6E%3o;uHapNw>v|GHOVif&t4eDai-2qT7 zXY#-xib9>pvx=bkbOTf?3DOF2gqf;ze-Nk0VFPEcJGWWF>T3}v*zNDr6NnVWZ%Efm-)Qk`FtPW$M5m$uNj4N?sMPQ>$;xXm5(+xPkEovA$yJx zoro{S`#-MYx7fgGDOIkoo}q1j-amn)M?CDNcnzKx@`#zy0EWb>MW@6*QIbRX%AU}k zIx6t#LmOfix^zvVnvELteLXKd`d*OyUW{?|MO&)UwP=IOuLy7l1O4B&>6>XuSAPh> z3HIsecUR1U9w92G9UQz3td;tBKqHUW#52RAp!7qw>xoQzwd7EC2UbcT|K$_c+FPhJ zuuMz#Rq34yWTSPUug$pK>fCH&`{ZVDSg<87`&j@pQLi0srH^dm{HOT-5o3WXA)9xb zytw)}@F44IjBc5Oqjw3qiRRelg~3y0cp+Q7c{n#pDJuhFdLk%(NvAq)%q-S>W0K?{ zR&hZsN~Zz-kZjF2#mSqh|FwxzxRurIgVE9tpSvEyQ5tbNxLQD{U|t zt!PTqRJ@gE9FgJY%r07E#x$>aUeu70dOTa?b2OU5Ke9Io>1>xvXglPZbQg>NyrO|?etktFM?s=*92S+cW%VP|t7kqzpb?c;L ze=|{g5ug3E-1~^(bF6z2#x%}8VxE1`VFV|b&B3>sW*QEVbV&A6$rsOHK(qbpw)O}f z{zG*8Ky4pR{ZyTNXB+nlrw{5i{*|q{qQM6t7wofp4L;PAKftwSMyI({Nh>x$Zto5M zVKil@v`0_b5>YYRU3;at*8r^JPjC%x$ zCD_PLQXL^tuSxgm@bT$SRlV9kU}3DVn)U+D8db78kLgw^m2&!0m5p7LA|!E6(L9$} z)=>%S+HlGLj02^_%E#W0pKd^t%> zfv~^kG`FX6is*LT-(xA!JCR&w(7LGJ%;FHG1=-P!LU**!mwaUxE%?aHu913ha=+pM zTJr?Pz&9{noUGDIE1q+6pPL)ucR`o*h6r!ifAT_lP;;J2G@%vquh*>|y!6|~s|*|H z`ue#`gjUyZ=hF_j4STZQxyNFwAEdy$| z;8-Koy+KPQ4)+0^uB+MZiM8XYyyc4e3!^ zEYBsIy&v?$7 z^@O@$x}vgZ;YhG&r={)J97m0>AC?t_(GBSHXB91}nUQg|a$6yDOCZg{Z138Ra+VO; zjsz=>YJlq|_|29dBnIElJak_$x5*mn1?kX7PZB`X-ncTa$;<@JOjT>u#h-ruY)FAl z9+(2k6uOvrPq6GT?h=1Z}2%LLhg7%M_R+Kc=kobOYe zm67YZ-ba3c!gt82ze&7%43eI)M=+=luO>YFYdlKTHrsU{bTk9|@-Cf$Tg5olw2fgE zCK^nRmEP5L2`XLtkhoPnN>FiqLYS1gAja=;=baC~)vlI&T_|S#zFMSCgAxs20mA9z zORFeC*TV&`5cm&H6_R;nm!13N_HmhpVR@rM$Pj|=PhT5sdA?x_dh)-?+dtL14e+8# zwOP;rW1@TG`7s87N@LV{g%5QxohlyBWktHy{Pop!FSr5yhMn(8_(BmdK3|VtFVrxg zf2OKusjs=akjypSmZulo?lIdH(8-7@c^0T#)d7FRFSF|n+n_%1S)UH;&IAl%8ytBE z_UUPR!G;JK+CW|^L}^HxM&EI2U)LLt3Atm!6TO?Wx|_|ql`BoVoFs>NepCY+B~rd$ z4B;*cC&_ictfCT@2eY8#zSfs}rf29q(B`wSo*7SZO_^MM zt@Lg2mq@yGgyYT7`;*_mp*82ejXC(61A4soy$M;|hAa4QkvJ2kHoIa2MO!Kqc+yXK zuDF5m_JZQyozb1QI}@T-N^4Zuv~CO6mQDjA-K@i%PvoOpjqRc?Q`;319QgMdQj9-z6@uu+XzI@pNTM#WK22NsfaNi+YaBr%t#Ic1>s3NOr94HodV^x-Es{=-rJbji z_%6yjo*PDBvdAtXxzRKBWDrN3xgcx&67Zjy;~hkN1rtvNnCl7*^~8Oz2Ce@a$c)Zt zht(z~3=92u4OI27i>@yTBmQ%dKpg+>|1Dkk@dH>`NI3IFfgTc;g0Kd`V^8=@qn0qw zwb_;#r$ei}wYdwd&mPCZmAw#b+Xv|m&a1>aMbg(rt-w$D&r~+I9W&W4L| zAjQiTsPCOHV=-7&F5!Dcr>D@-RX}N@+D|nx`rQ|Q_omhUx9A!02ZZC}4=3pSDgn(+ z4|)`d?%bjwEm8_{Y2`4HNQ<_j!dx(HYCx*{ihfoN-NT#HZ|>Br zf-epR&vMe`r!p@@drhTS)WrIdk4O09D+J70wB%&0k@Lurav6x|awc&;W#?O+8eByP zQ`yq~hS*>t_7i7JexQF@LHGJRXR6=QpIg+HJXX{PG+bj5?U{&(c9|z8`r>IEp8dI8 zAYJk24s6sVjRU~xv-_tahJfy*lRKe;h|aq-c1|tp8XjpRvT_`AyBdt#A3=Lm1dY!2vC@zhzH4+V`fIBH3L-k3i8gVtm& z93NcO=)14f2;GA?@_rJRS9zfSshc91-ZNNK0O_2@kw;~7jGbLSet_>(?(@!&Y?tt z0{Khec+2RCYMFNq3RUc~d$V{vnNiz}#@+eKL^-N{7(7{WQYUVFRgI9WNm9Ywx3LWm zeg7bdourZ)kh|h-n~!tPr4W4b)~~~4DsJT4_Q7~tn;M|I7=0?~U8 zh5W!ckrNxk7Ac$UWP~)?VVkxh*-9q#2$vD#DF)Fb2{NoSB~U>_a8it0j%1zwuqRjzPI#3023`*F79>ng4~Zs>FF1r z(+N7AP|J1J9N}RMl1SIP_$7+7s{sm_g~$^h95IQhe3vtW%y^^M#3>R9JxsV^v73Yf zrF!q?a5s6el z86X>SOJTNo-i1~o2!TuL8R@X)8>HVmZst#uLH@&73*uKyK7ccD|KrvYA_DLcKMF-U za}D~Y6yxHeNnE{t%C!<2g}|VLe#g~ogD~JscC2(?zqSjoa^o-S7{hfJ5VNXA=`Oe z{?zkd^5?PvhPg`J!{VHR7dc4n`;tjMAdhE>s*Lf#YP3thLK5xc-s@`FLSCQAO+w?ivZ6gKM zaw9Y6IeJG_l`4k8?-po?qja0GW>wnO3TSM5TCO?-Y}!>;M1pL<3Z*wZc$UPbq8^U4j)Ad4(|aX#2}gzjAjsrd%V zERu*`49(Dk*xgRYjH9MgTli620=YHc{=axs@gT9iGiAa$Pw4c@2Ki&<%8uXdi951a zAa{r6e^}J`$+jFjQ^~K}$xF|5axAp_rPNe9frB z?VHoPj7Lu9Sn2;&YTh;P)9ys*9Ky^^5g} zE_y|i5ezZ5tq79+Ty6K;_TLGdnXk%fG{hKVPr9>3FYUyEs=E0TIx~+!#@=6O?QHfi zTn0bfFQE~qqk-fTs|Jy5rEbK64Dny4hAL4AWE*O__B~?Oe-Nq0<6#w+@@>oej92iW zv^pQBgx<4d>njf{wx^vz%f2jco&;qG+p;I=3ubin8mGoH9bs}AX$fi??kTEvgMa=i zLsik&QatGlVr{QgKC`Gw_I}vob#U~$Df#@6C7|G1m;-Xn_{OGbC;Vl znE29!UtSxTQ2aXiql8f`VJn-SCU96%iMKT$3~E_rA;@Q|r9ASZvZkwFKa4zx zY0i?=;%4y_*5G2|g+fHh9f07??~V;Ip3q-EKpe&ek=MYci9@$4Ikl#(G>?VS}Z2xo#DT-`P^9*eU5tfP_GL2a9LC~lelZ!Q`_6}G+LZHphTM^Qd*Kt7y;Oq4`C4?T_j^+knu)@@ z4@B{>9HOhDUIRBc8-_e=t2Ybcs^MZILKVL>yZkSom@>SN-00T5VxlCwOqNRDRqr`) zLW5xj#Z6?F9H#D1fzeGp5Ppfqwui0%U&nSmd}FkNsjt*S;tX0yiu(E2Wjj+Yu?dYR z&Y>rHgU0qvcAJ+KX#%H93jE#H0|I=as4}Ox|I)&tl!>9nl!}6!=-nX9O8rF(`2n62 z(A!iNzf|(whmOaQ8eBDGp6kCE;U9VW#p96MQeI?0)SotlqIC8yg{MOsp3eJaB&H!- zl3(r_+lh$SYhRGUxWm14aA%Pksc8v3fxVU!-%Ur96RdP+3ECOJ??HoC6)n(%zf zkZ6lv(ENlBRAe1_s8dStnDmVfMF;s6x`<^5+g}fnE?y~p8MRNH*>#w&R8(rA{r^w@ ze?BD+@no7eYsqxmwgLgDry(wkmw**_4}SG-l+fKc)|n+Lq`8AT-Co;}B$VB6{!Qhw zUA)>frM+wC+b?iA4@{pdR}EZX0=rh-mlWIq%C0swVq`ZtZPN^eMb znqAKDwEf!Rda=15&-{&Apy;fX0Jy0Kl&2<~dF_Vt5cWH_ooi+aD+cT)HfQ1_Yc{fh zaO|(P;yNJ}aAG|6hVxA0xn?OH>v)p{VpL+LI{4p)IJk>TGx?8*+St&nVSuIK==@hl zS8;E5D&NlEi7*6a@>U(*!yaWk{X^f{st`4|!QNGJT3G~L8Fl@w$U|UR<>6y-w;f_i z|FKZ!79KL}I@z%8d>Y9l&~hkI7Nrjv30SVYWAICqdvfoZzLqV!ylT7_H)07F5jh;Z zY|ZYR629`A8$TQ00fZ5JqZdlYdWU^iw5{WxKLBKt*WWr5a03meIs5HHC90rgslWBW zkw{Lb0&1L1Ih~3k{;RBnXD7_Ur-Erc$JMP;;{&f8T&f)-`Fb>WYR0_IOlXz{33KR< z=uec5?i;RGC=;q;zV4n&(j80&Hl$lYGCw8>rpOwZ7?37husvil6FckiF7mq=cJD~`GZKN3DRc)l(S7SysrjQB!68NUh-0cUNrjUxXRz%0I_?n} zoRs%21js(OG3&~TtCJ$8d#XE+$8+Rn{&hW}P*Y+uO`jyN2b#Wq_x>$S!Ucz-8?o*J zqsbGrgjcD{otL%$9K|?yS+!V8T2CycFt&;FSCu`rp1kPb_u?8mhfNx%!#W_@J%^ZT zi!S;{i9n1~jnOFkE2K5R?wW?YqzB-xxkvIJbH~p-)=5UhIbZLD;`E}Ei6v|a1OR&= znaNfZck>m}TzUos7umdX7O*~V1176$J?JivKdpYCyFFw*qHz0}ZElEilW8EkaQf|3 z5Zz;~K;Ojp^C8hI%LC^;-W{{#7SvcJ233N;hC_!%fgo~9ZDU3Mdi(flvTfx3i$t>a zU=K;8y}5Bk0%IYN3>_2#NbP*JPuJrt)K^@6DYSbxmf2KgabHi6JAyScXXrF2Aguqo z>aPy0o%@NBimz2PvSVL5ElC+Q2Hn*fAB&@KTcz|=9|o_s%4u_YKn8_4z*>h!1fP83 zV*k~MhjWU7)2=8Q<`lDxYia#x7`__fgnZIu7%>F2ZHPac)PJx)jwB22 zJFEME(plQbCUhdZ#XcanJ#e4(=Rme##{wY(Of;!#W&pmt@BKms+dYom)fcpVN%+O_ zta$H8v>SH-WjFRmj2$JB*cOdX5|jlklf+NI{Bs{uh^8GN!uhK8{6BvrVkTr>RPuET z--4gR95w-*>s)!+3XWc9Ro(Rz2}f^qJ`a9>C&043FzYcvs<+dB^4}v;UNcqQJC$6m zI37OW3+%P|(4N^!Wmo#M$lI*w&9mR&HaG9`^|#d7;m}~{(m0X3A*_+vYP zatCGx;iPQJkn)O2Z9>cHcBSfPP|xGJ5RmTeDPoNk92<)}4-%B} zQ&j19eDV$62cnZYwlIR|?joF_ztDHT!Mv)93H9KB6$lOH?}{l>M&(if z02n1Ef@-XX!tYI`nCwY7;L5L{jBw6AC)M8#yI>1x^5#gmkRlspH0OA|w;_FyYdinQ z9uBGL5=&=r7zd(q=q7_%6&j+6a7>T(9ko+M#JtHyQ74c|_0+QhxsWD_^4+Y#d}di^a#Ce}5# zy~5U-ufG)<$E1XIlRamVAwnj3SW~8kK9&HOz?I$cIVlLX9xhk2%y%XMMI-Ax4@23x zux}}(Fmz{!QrZ$(DlZMdOE#;pP;A|7l2oeu`Re-znEGl|gZyg#jTR!^Qdzb4y684M>JCW8U%em6M*T{Qwsjm%U#98x^$ zmexHP9MR6*-}OWK$`XIp!sF{C>qq%BMAX55JDLBszx1C`$Vj}0;itKN1H*K2{x-{} zEytF!Ja>dIU>MAL<2X&~2ldCovh*Mp`pwKECC9|uw*uy`XM{^9dd0cp!i)E`?SKA) z@4P2Vjx_<(&*IbU1T`Rm+&KwWwpEWUXap%*0~5z~`G@t#5&bck z{I-c>*|w2ucAnf{y({Hk7~UKI`j7S>f*6+lOSG`fa2}O^>MjXDA&w71DG_rUGI2k2 zVCo{a_7<46C7c9p45ZB$y{Q|kDGLv|Xi=@>i@pdDe#xIJ{?`}&|AFv7UOxVdY)H)M zBm4w07$UBCcftzRl+eyAMgZ?fG_Z_?t@QA!|KRWV4v{l}g*R7n*9;ZHTo&3_w%fVy zy?!)F&A-fOh4V<2#3|b313^12Zxp|ggyRrE2d?egB;iOIh9|OvLYONb`zMHpXkm{9 z7!>-Hrl=J%ta0{~kZ1S=7BXxFWJU59OBc*jsroe}HTUedkI&8mb3~f*RgT&IZwRe5 zV-CE<2-4*4f>!jz${+8s{IUtZ&ly^l0wiCz93M0 zC*<>;=vW!P%KM!Ac4ByEuKY7dbzCP4V~Qs9zdA2M@E=?m0gG75!gd;Y0Tea8drR*SC4At8+knHyr0gBJj6} z9!(9)Q9{eX&y-$+fDhbTIt4!S8_m3~ z`oDLi)UgW@*6_+oXgS?ph6-psZ?S(ZObNP0{J5qf^0);Q$YWv?P7feq_C#|!Hi~q} zJGhh=(z1yahO9(0@)JSNcJ2Gk%?acYOcYWE8fDF&#|!aIIH43g<;<~I?`=PUaFL9{_OJkAgZH&t+U55Bhtuey?ovdiPYQ%ASAQ=qvlz~$rFpI3?~qbp z(MRNPV=lz2y1=wx1Cj7r_>;9#ZM3arDB-wGch5C`@d&ehdl&`M4(rYL3Ea5IW_uzZDi^ z&!QR|efogmO2&SjC2ug2b3LiJ-}(2L7V#Yq;`zS|q;esNhpFH&Hh5mH&cd`yyt6Xr z>z%`a>n(x=(fE(ufxW|;gfBTjEpwsD4xJ&1V|R|SDl#G~G(qq%cfO!{->-BRhB=Ho z<3&8lOCe=oOyB8EQ~JQlihmGheYr& zi4EsG1N~DLLa~!Hc=Badwd$>q`F62T9VYh7@rNI*-iW7r`;B;}_mA$S_t@tJIf}R$ zdXBzLM4wIw=}ycP2dM1mz2~Ax%OPl(m$l*Nib&cmp}R>@Zm-}L+xuY=z(D8Zq5omH zyb$Ehjc!lk&2QBJkF~N8vjWnB@8ZV{f(l~}?m7MP<38x1B1V&d+J%t?bIaFDo~(M- zXjIm528c=#Bpo@uu7xB^m)eK?vFdj0tcVqb-X*H}tG?V+_ZDNa4X{`R{f(nM;rT>S z|9FGGz_>aL>$Y6S9g-|igd4x4@!h<^M3Bv6Jsb`msFYqWdpW*xN_L{me$#~yxI+Rp zZ^-8T<7Z*3k*A!PA58#~F#T|=N-spOP+zRTPgl1KBP0o*j%U>LP;n<2JFo!F!;aZt z=Ibyx88nGU+hgyC3#QekWKbJ~6KScN7j%f@AcHQTdU22z>u=cHXSAKQEWuc(uu59yy@r=`~8TucQ35<>#?DJ837aW#@9(Zp& zp2S<=I{(YPpqs0In>VvG>5*DhDK}6wZR=7<$im98DH59HCbwrcS{7I1N@Q6~Wj@|f z5dmPf=E-ajWpAq48)OS)L$8teA;f0u=}Rwj zYIn7s+%m{1#BQ#$=mwbL_X2r=jcw&6s`K%}Qo~`LrAo>%tJWH}`bJ!7l3Jf{52*216`+Ob z1lqFef3{#gDc86JUf;Uw2}hdaG7Xs_AKATzAtx z95R>X|0*C(Q$87<2?{d1T*Ih7_#4LR>_Mj%T0`wb1ojw^9%}2{48AI1quL-+A3@|+ z{o?hq$)|TjJ`B{D)^k_g5D;}h{rL&LGTx?{XhGUzws@&@v7HsB*8`$l!nfoZN9HCD zRXZGRf7q2sHN8%mjTZqqTJyxsU)>4`j&)EINVp?emKs*8ir?Ac zj@H?Fvs$v$x*g?*(=n>Kr6q-KH`|adwiaHXbjUv%DW5RS=W0i5ReF?+h8cKawzUBb zGWNl`p}%xSA8mh+Y?5@?x_G;+$QoXgu9VDZpk|F(>EJ`BAV}(&1}XbbQ_!9+#w>at znTE#yW&&4aDpieQ(7K|kZXY4-^r~oP7EkJcWOvhgSvRpt=RIfNoNu6zo#`=bhhfm} zT}|N!=nwVF?Qd?pV!m~|8WK|tj|}g6KSnFjHaWg?YG2GKs_)t8Orx1HS)j00NX(%pF6+3z&(Yud3W=>HFNLqkf zMlIl&);1f2i5TiVsv6nHIV&mLtiZXQB;+w=YIidx*$y}Nyrv#Cz#ysr`nHJS*MWI- zzHE(KMRbPBR749;hmo9T%4=x-wIZK)(ncjRbEav}mvf%uzh$sPYFY*fk+JODj@Fg> zpuWd>8$jcvANRSj`ksW%lShvW{QGnY;>S);UDJHjITLV@jcdp1tfvQ!`w%SAmX;*? z^&sc=p0#D$T1@yE{L4sa>VTUN+xMi;d}haxa_K$L4m+8OeFhcWy@n&THNwA^R3mm? zZ$?_}gtVduPImUmW2k{H>_Q5R=d?E`^fK;wMT5BhWw1dot^V~x$v4O}c5#uF)$^_> z1Dg7qumVo7#QdnVQ?w7meu78o88K`@KwwPfmrM1UtN+$K2ijrjloUJHj`I!LHTnXC zn4`@8O6^ScN;ir2vG>0Lx9>XpLX66JWozEE?c^9QWIG-y;V2}g{(A+3WJlXh!wP)) zgkDKOCe0m5 zeUykDlV8s8VhJJyv@n^qauk8NAcfMZuSU-@@NJpG=eVLS0Z zhEeFmKumlV`^5$tpd@`ekozwI2N$LaX}o zdiKEer<2K(i4ty>Qc2FILFHe|ER5P^*~V`v%2`>UWtD>=R5sS3)#7cE^G)#ORHX9n zW^djeO$Q>&d)$N7wq4QYTRn4oOoLq0xJQnoNTrH!OZ~evXkLi*&pEgAib1?<`3>H` zJwKF=9!acRr-<#KY>Hh{87(;8}JAZrp94YQPJM{QEAN0DR;-;gZf81pUD?*tO4e!`HiE@2%2J z|EfqQW?Md=dD&!zM$NAKT_@<#t^fJ_SoVvR92%{=!6%eg&0S6aKjZg8KaspKtqpGh zM2BPJ&U=N6=wIJ1m?Mt}P^`)pnxDSSE961B%G)3eEnk;&rMstA>XIN$oo>!P$C+7Yem5I=3*(| zpM^}=-fb2PePO*arGK_q|7i0Leiq*?^cE z&7PhMu1$+wZeOvZmqHhQh(@DX1>WzVz+6P?(akSWS= z(bkG&s}IdX-si4`gudH1g;<8?t+j>>#G-niB`ekEGKCCOl=6b-T?KeW_^Wn3>JX=c9%y$)++$aq_ zLnmGRsyigZ5Y6+pW*J(gozkO-$+*qJ^WJswbnMbjFML-3n7tEa6j~FiA9wfH$}i@! z4S&~U_;->>m*D$0TkICW*(sce3i~s`FPSqi*-(=@`8vW}>(xIPrES@ljC@68gE#XW z68P@zh;vLliL{lTsPuUWD3Vu>&*s>*dk-93x*j5;Kk{Z!i!#Jx)ZA$|6fGj(;%@{bYQROG)@MtStSxs-|75D1l`0 zSh_bolVC-jgM4eS>EuSp_mJQQh4HXDdOwH=HJ#&6lqyCwNzu`E`q!2zRrNb3yOd&( z5x|l-$>u|Ju~J@!UDU(yy+m~Ngma11QiHh$BjuBz1tUGv$LwloLc_5gPhQATPG0J~ zQBAEsLeuVQ;QFn2a}o;|>m#6-%1ohC0xY|33?NKN)2b$n^N1 zwif zrY%uuEqg}hUR&Pa+S@Z0Mgo3E#P%WyVWZhJ!h#5;lwY+f>6>8iW~VA+8W1DcWPV+- zasBqmm#+y@-nO3tWWCHFwR=^QlyCB-h9YE=Q)5YKu0+L^pL0^Dk7P$~Q`vQc0Vf@cr?}r)4v=*twhFhJ(k~0CzRi6g{v!kYyx>*ko}Zu2yP~?=z_}Z&^PU7W zVsrG_d#i`g)81VnKU1w1l&qH?g6%ee;%uu|NpRS5MVN=`8zBfSFwnNuPDp4*KD&68e`GEj{2Knay@l=V?d$1@k#*?sG~`Oqm#$rG1WG2yq^I^zQW9?fjGG9z=i(pPW?? ziIQH5Fq5#J_oKBL5A|a(pF4YuCQK6<2^8qo2VNtw3wb;9FJcgQA??hmDGT9K;)S8l zXA#>Z9NHzDi=xy#HQjoAZnd8yLISc2AKV;>`UjHmPFc|JaOjE1AZ3 zEqFIW7+7b1GT@!#xs*)@$HV9kG3nbjG<0=)Et@F_Gjb~@OSnF$(8_8Yl8MrPf~;g6 zG~^tw071vK;eog*F47k121-{l$)S4okyL_&4e?kym;*nw_ zA=~;p=9S4i4~=Kgm*Ci@W6Q@6`#nIT8Ig3x4A+KAI5Gr&1iov%Y zX|iiz%%I0$pW`D(wb6*`^+!Jibw)<%O}WR!%GVUlbVYU#UZmKx#LsbqtihRPHl9$- z4fu|M?Nmerd5@gcm0x_e{&HD`N^%~eE3qo zEYxQP-(BX}t$}VI~^exXjELsA}NE2^SOPswt5W=6`0JpPc&VS7Qti|KwdJ#!T<|t;EmRUFZx5DPN;iZ>WD8aCEz< zBR2~Mv#lFB-br4dDl%|QCh^dGQGpV$pgBxPS17gj2mTu`7L3r)glU124#1HaOC@Q) z&@H_ULIt%BD@)V7G`}L!Vd*v!{n;a6c{6St@9&A<7IN&UMSs(1`WE}kCjM=OU>7AK z54GQh`V)jnM>txIE4PluR%ub*L3H&{$+#D*`Mm`q!GI}9_$paQ(oWWnDp}V02Rk~x zq3xzmi!xe;fY6g2uDPfLWDP0S@CDOC<>Fs#yB=A4)|>IQR!ZR1A)CI?qj9c@t9ba2 z^km+0j?HxfAlSGn#D_k0t5U^=Ar^FtCDyesOZ*j#Ipp)dHoGh`jvn?oE^D1(03M`p zOy4iIUKM!OgW%(=rNVhdG@ks>?v3vXC`3$F^6u?Mo1Phb70AOp>zQqbjX8>q++y?(`opo1Nb;{B1-=ckM}>*CGAu|ND$z zRHDWCCtMx)i-kkk_{Cl7fIu_b>W z%YG9<*TYD3&f;A3cmFHV8R*nK=&#>nUqj+imqq{Tgsll3k;os5V-caANalN-Fr)z> zN>)O}lK|hd;LFdpQAM84g|N8Z!vurPy+7`ImOt$l!lNfVv365Gy`dd z-2+|4Th}%SiVGck5--~Y8Aakq%#UkDv51%wHy-iv5dkNk3%ydv1;o!&afuPw}68P7TU&z9u zBmfiQT}U17LaR%CC@Lm;B1k1wVdqgpmSqL#mtTARqfs+S%&W{~xM@h_fV z(29W7iaVZMk1cCt+`o$+v&^6ioWB^+P6DS@iHTeES+THiTp?X9kXy3za?BH9S8piX z4Qi^Y-(H6xG*@8bhQ%-RhT{l_3O_vlHt>p{Zj*;Ol$ZS$JpkTE(#?gts(JtCMP zc1ddTbAagcCZn!tqK)i_Zo#&!pF|Y{)-Oirv#xiV@y@j?9(BF76g}UE6V3{p2H=c_2m_!HzeQQB34EM%o*! zPld7Q@+{ao6Ls-!`Hxd*1Y;&tBm5>57=?EY3rAMeGt4>Y7lyFyOUeyx!x-H5giRuP`8 zi(etKB4I5=rW3__*v%928s^0#B?tV5AWUv@kb%Q&I-f9yyQ(h)t`!%u?CPZ+0k^k= zc`x<|9cD3t z2=tJU-qC%WN4~m9Uq%5h+xI^iDgVxYhn66>)`!jckl%KiI`QS%7zFu;hF*+~Ce9N0 zdX*w#eM1pn&f4s+t|%pxbq6bJ)#hrd7P7ThYw`N92`+K!u6~xd)6f5|g5B-y6^YQ= z_{p8+oJu}_MDfJhHbPal>-ygexwtZQ^{cMoy8xVXeQA{RAP#_g_~`E<*r5cwHTFsT zq^u}opfRnUi~`iGvx!qkaPqK)3`*-xJP5nM@fQi|KfW()Fo_;DWY%L=kY9yWg-9P- z=TL4kS$Btr#cmc#pt&NRF{-i!ZIJOHcqxiF+7*Dph&_ppP`vIN&yg#^@^=F@!r zD$RsWx7CVCvw5r#hfF4pcmOHTH{1bi-6)lyz<}X1oTT1z>G+0lEK>OG51zd7S>yzj z^HJrV#3PNcI6~bY+35PBXvNqA$i+!F95oF>5Ys;fRr)B#;2o9HME3a_1*r#ZYG{`iJmCWy%YYQ$`Z)ZJXGJ0L4+aTqqQ-+$&V`V4U0$!fLGM0B*QPTNVUNsWp0K+;*jC&I zt%ZdP54NZ%F^4xmo|rmI^3v?y5tVT|up+PogZMTRVR;y_(}DgvyW-CG0H}O5GYDwH zG#j^wbpvTh1}P*89jGd^+Bj8r!MqS%yU%*}LIP^spI&;x1%?3pR0!=!+=#O)YN99j zt)R@nfiuDyFgcw=t%({=KqVTOcw|&4{kc6!Dz0tc@EIsM?8b&*x|=dFF=-hdT`Rw+ zuy6K-Yj%J6RswKSgKrJMmE*W#rW~^TIqAj9g!__@YD1rf)H|CiCouJ-OHbBUs+WsG zB9m!xkk+v@{^Ll74==hj zv6pZ{?k|xE1atJB>!c-j!chw$bItrLM9JNOc`6(NmmJ?^Lg$ypOV|sg)sRR9|0bzq zr$(r1D@bSr2C04(UoK1IZI=0*N?jdU9K%9%V#v2K-fEeYa9d9~X3Sb>_fRaCyJaT- zaVp#PIz!bL^OLpR_+S2&-dek=e3zv&(NUz7wD1yS>PYALkJimm! zHiCMnFQj7^X>jAqo4a)mJmm+*b@|@m7RZ~HJHKqUYKzV(9ZYU&x%OW^0~8-}n0wTv z1Z>cIU`s*(&mvnbEU0LImXI+qL^9qac)yT=8(8xeN&}wucs@>nLdXgvhLn9pNjF3+ zCg>XMjfpd+cO!&{4m|3-SJ*P3RQ=1Uk?ex9REzgt*o0}H%O>4{xe+DVx^ee7ZW!Zp z0Y|(GBbIEM#BuXnPJ+|L&z}m2_{<|pd+?q1-mhcw*9UlzUw#qN4<@^#mSjG4!1WF- zCrLT|x59PdMAL8POTwsrrO-Bc7s)dqZ#QzdI=957Fk+Q3zn!AnOlbX9gN>jg9eJb= z_b=)uFLoTpX0-dx26F`lhouO8k=^~2veS?Y@inzf0u#myK_*)zNbSDoMwt@GMWfKey*lR7t6 z(UPCvQi@2|o6gk)Gi^?NT`S%7>CMgaOztGvyP0bC_WoJH(w8eIT&e3Z4jc2LV*Gt( zs$``~MO!?(SI-8dFS;d_L}H2+kLU=f9bpwfV~tD*1+C;&TNwwnErT+>XctCmj#S`G zux%sx$`X@Ge&Ry@)w_@tN*uYFaKj$I`d4ao0?r@iqgHsHh-Ktlwk~@vK)YrqO4?;$ z{kfks?7xd1BIujV!@~1E+NbRW&!?TC+3;A@M5x@99It<}sC8%AOdb-2N5!Pcc#KE+ z%Md@4FAUvozHqm+WA{lpG>Z3or?!>+6328AI!bCd(p8GcUKfCq8ZEuRp--^_p^@5+w*b@oY{O63_ZmA~5EzVbQi4ZG_2kcMd9 zg&~udo1+KLD)uNH%q7qo)Tjqd> zri}y-J~O{tM_2Qe5qwtM&8rhmTnNvbqH7%@M&i-b-b4ExP97fWVc`i{KKk%hlLut1 zM?pI@vxnUEU2yksawPR9O=kP&)<55QN3-nrA2;xR zK4P^c#4|}Y9h-$T{1oEi$|QS}BemzLx!Hbq{>K*>N17p=vDuao)|A431@`;*v-^B^ z7%6TRx^@91YHkBWUP*LA3744tXzR zhxkuSkmwB}c`c&Q#mh85OBs#z|Mug8uw4BW1K>>}-AjB)ohZ0aLpB18^fpw@p!1Z_ zB7=D%x}mdZQk+}ylBG(To)Y(X772OOW23`|{DwHdybvd{2W?9oY2|TaYojd*k*DS! zkKu(Y?`1u#c+4J8`lr;N>Dz19T(5ix>-|}@C1cXtdyW*l zGzD4Q)wcekc_6a%P+7{7G#rRcuK9Rgk6%Ml&$&iVvVtK^9v-m}=u0J|=RZ<^uV{)! z#bvTyfW%h<=w`O5+{vdbM8Xcef7IhHY=lx$HoeccyH!+3sMe!qHuVgx&z|i@){e)% z$N5T0=7{sUq#IfeO2euSv??xHQ`@|rtEwKaknAox)x$R31^y;FGTN|FXF{2chi3iscNZjw-67g&VN13v{t;w#%6MB! z3~R*vYLfgyNF8QjB!`!R;oq>u@lEUzi?S?x8+T;Iy`AFb)tjd60p!28)4LhS7Ef{| zVh^OyEVYxor3woSR#V7asCQ^4kQkSQ;DK%&n4M&iq9_T`%VZV5RIad`vuc4Z ziCg%#OAcy18tS``S;oZfZmpvIrkznkmRA^G(&-+>*v;QOA&W9QCiixNh_Pfwsu5%Q z@ToHEg%sYBA5oqx=O?!u6TC%fJ$r=;W^JNMqOY-d(prm#?Qp%eM&ss(q|t)dsmb(R#=|>A_r7#Wl~D*+{5?-&ru8vArW-=S=d7^3B3ZNhXu81$LKME zY{rM8*ZdLg9`0i43$c;ZKAw?A%c?OlV-D-`>LxoF6nhm4kJOIQUem3fkU5v@tYD<_ zQu!D%MlCFojZSe_Xf}rQyc5e}GKMv$)vkw1GqL)5pK~~mv~%lrO6YN|_|d$Z2EPhv zZO<(`2aufkO+`@0EipMV&i`pvA-#F=lY3bVHX80*8qfK^Q1jE#!oU2Lut7?=DH!_o zd)A*qh9_%OgYrU?Umhw~$2cN}Gf|`GpGEB!%kS&TY2V@cRxZVe6RS6UcYDwy5^AU;}-sk0epZ6wS}MPa7#80o0)~riIkVJ8O_M(!4wkFx!0j z_PE=pV$uSdy!;IOh%rM;X7{2Oelb44@2TARH50hy`>aUf0kQp+9Q;mIA6&uTY_<`> z@g%H+JfF+fOI9QH_XY7SEmS2vahs-k5}ZteAV?waK+g#cWBm?;te1!jX(0q>T0=2K zk*7LT?!@9>{EISK+P1X$m#{bj-jYuy!>a*~;bHjD?>gc(=YMU6iSzBk+QdOf!EK=Y zmmN0NMGZsvR^W|ZnTd~opG82{RvQEFnngeRX@c)*{v4f|U}X6sLxHmnhMqb!>8H2D zRDxUu2Q;!xTxOUvzEM;D$rn_FCx|UaJ9PO*8FS1<*2fFnsL`)?0X>96Q4v3KYB9vd z$5y^5@(sT>)?1Fg=(m$EnDGCvFK8WrX>HM;i^=zajxPGMUk4xNYl8)62@J4)AId1C zzjO>78T`u?Z`G;n0-VpvO?ns&`@Qm<``2c)=eKlwoiAM%#?`r3q@-*2#rfs4^D0$; z%ohIVwJrpv`2lUnHD5HrScAkDoMI=TQ@kg);ftdI$A>y> z9O_`9?SKdku$`SgQ2#NmZIcdqh|OZ=1QcS}S{)shrgnvtL-+`mkrNIui&}y^$a)iQ zzZCd`4bJiK3+&gT?ZI|`$`)HHcJ>Y7SaAg^;}32M`l*BywSPZ=U(E7FJshfL4Q60# z*VA_S58i)P22Y7HmhoAw1T4RH-!tjl%!d*h)OVL zLQiH#9Ki)*j;o5H*L+_ntHc&%1>IA2^NXI_Kkh$X^Ijc0AlV)9<~QwbnU+lT?qcdQ zZS=kpy)9n2yEMD;ML-lxq}N~y^}f~4c6IF%J|t+pKPi9|a`=L9Zz#eTc8X0(Y~Q~b9Uw=v@jbQYOiPVS^T1 z9xUoas9;@&I9+$#4KS(|chOFxXRyW^=f^rmdeMG^aaLrZiE| zG++ReirZOpVJ1pF^V32`ruYuQ3GiT0pI;08Ny&F8{Ig7dyvS4O6?K214ww8|wA4-# zGI&8pydW(DrqXZ6;U6e`T>xyF1pz?G)VN6`n%R`12AwbWQ6D%u6-W?-hHlNl7bOMk zFpXd!XB+-}?gHL!ConC8yO{eQ!Cu)s3rg^z?NyjR|1j|5W|i*m7X4@gyq+ii?{h<+ zAZ2h9q8c0o{s_rQAvB?P7mbI_&AdV51_QD;vRMO<9>qU*r1*(IqAP@2f!wqxBxL;h z*>!Co9!lsJCh=DIHR+YFD^>?w$5U0p?C2??;G~4cvJ6{ z>jzAeUBeG+9fDg4liaTtQCW1N9ecakhoym>X|hF*|+9--2EsDC0^>n zwfK(i9Y_ttqF9;Ob(yZ+k8$Ia{23!(tbgZU?-26uH|ZX3j{mSqT{U_!t&h;X06WzR zTXG<|^Z>CC1I%F^54;qthx>8@!&FyhYvf5>+Ie0pFr9!D#^9Ug-#invS%3Y z0qk4TY6;YVgI;~Gm}cnV8P*)vT>1AwPIA})0v!Szvoc6X%BQDiSswT?f>=3qIIo6a zt~H-cm=asc|B(MgG0DW*F9@nq*%Gze$l1o!_{%T#*6aN9r4OR0 zL^e!G|H?QyZ1G0pTZ2+c5>4Eb#bEM6i$s>2IdB3{O<%mBjt^)|Z_x!?5;sHxqL-|i zfLu2G6oPiMz(~~$#$~B~FU2sLqQW=vx3jZQMT-V3n4N&jTcQF5QFRd7K2Wr13vm4k zltU-*{tv%2&ocD0jT(Y*i0%6m)}5EBhi6N+0q=$xa~aOi9q}^ii3Uo%2DUB_?boY= zqr5+^*=cHnJ?QVcUOfa8G?9geM*j6w1cxRZX0(JSDAP{0FVxbmG~4v@@|o30_PhSh zkieo~^pnMo3;m#`~_%04N}Wy40G{SJ+ljUe>Bx zfIBd-hK8Ii4qe37wO(AFBH2dj@o5c2Q{R-ttrwwPr6OaK=L3{GLr)mWT+opR1+M$7 zA}rtBwz#Y*-1`}3GOALIuVvXawhz<&mmp34I2V5EzSEHg@p(ec)u`PBNqJrZcyDP9 zded}CZmOdR=EFPY_ll!WcRxb6Cx{05)~uFJKgVZ5-CYKB)K}Ndp4EliC+sHo0FcVR z8~Ql20IuJJUl*oZh#eK;pY6XM!_uQTw6g?dN99&M{GNke%^ycWK6iB^|G31l!)hUp z+f>YH*R=&%m)6NY0^sGH-2|l)gLy_qjR)jE%!ZL-6ad2PVp3AKR@ZCMnYy}veb;3g zty>j=&9PE!Hpy~%pR`4FY9Cg?w6~Fzr7jFs77SmN;CO$Uy+}-H4Y!4ZVL7=_ViMXq ziPnZ61OFv>sXKsgm@7XvMj8QYH5Xp(Gg`+k5fObi~FBGFf zWoal=9ChhA1^qMMTsVE&n)#dVM8=UsCNr~HGE#oDIlkq_zi7M>*EIoSMX)1U&q)p)!XED<}EaJ)C8xF=}F zLyo-Rv4tN2GEg1`mcw!n)Wi|8Bf9@S&|PiIc-_3?2YxpiNN!Y<>AC~k<^a$emJ7NS z$Rk^C#-Xq|Em~w)EBPu%DKPAK&pqI3!lGLoQ49L-WVQn=w_x*Vz0Ryq_TJxQpd_Gs z3k2N#$~2#iwj#)%mCQ4s4nFZ}Xy!&)8i`eC5Nul?1)k0lC196rz~$_?3?v$1RjEuL z8kSt%m7~cBGzk)#z@x`$UYiag=X=9V04=;20EunNuZmBQj+fp{=L1nbMAN`yx>>;W4lu~aRfD=(eJ4AF^i&8H6`{_|C!JJ4~iW422!G$tXx6OFP^JE<^<1Q*E6 zHv+*+#&`B;h_TTC*ju@Y>)2hC1Cv74N}(%o+WWU8K-XL;&~smHP=GHV*tFQAB=2gt z>WG&1;QtZM=ssXx-lfGMZRS*uKjzi6_h`M}k|uQjZ$xGc4LrOB*h-!FWz(uM6Iaef zv;4F0F)V+r;3WG{qrRn{?;Y6ZeSDnKzikDl?D9UVPDFIH^Fjw#UJ1RB;NQk2ieHC> zzZYr$^NLW|;eK%?HeNX$ZTTUh<{a2XA->6&I0rDo)35n{6?o$;(U6BsLOkh*JZV(D zzqHdJknXWOU=9iDmPm4>{AtjD|DM~qz=#@hk3LF}@s&xV2{yTKLH7v-n#D~={DNi4 zus>J7zAeBkuhQl|gsB{z6R8zxIR_oAr$w%JgD!!+a1-wCL9s@VP*{?}#7A^Na+F zyJ+5)Yyl5x%=8cdgBp2$hpS3uY@jFQ{K^x$^$@fBmA^#D>SzB3hGcK@!YNvEzn2*# zlDL`{yCbgA8oYt8PC3Mp#Gh`tf-vYhR<4LF%?9QMZRQy<;O;3RuvR?dk7j0Yp7%z} zf>Cq!N=wOK6%&u^_cHmN_g$tLUPnMzN^iyTgvgEBtmvS1fF+XA5nH_dE4hRYyEa&qnI4lfyelKOjNNG|AKOEd&Q!#720ghHS@#~N)S z5tx0AGhB`S#h*K$D(3W#&7F$ed4Ued zFgJnn`79*dKA%v{KdE0j5KE% zTTN86GO6xyDo=x7ojnS2FN2Y-+BwRVTA-P(AP_X--ERE8*V|LVISln zpswOs_)8R>OWp1^oOXtql$X0h#a7{Ngwy*Y;X4+Ra4P&b?%clf$lrPlHSF>Pqp3Ri7<+JM#^cg7y zLLVNxvD@9~i!9-APIAwzzQ4v|z#MlRb+9}Ctua@&$po9EEZNbtANTQ8lxf+Gb@dYb zX$p@^JsVT^TQ0KunJRloBP!Ynvy5huGkM zuR4E5)nfJY!MbcJXx85vZG+U~Ev#fIOIiXDkUzzQC(cuD*}2aN1`Kz>r+?8i4fZsl zThP$yJpyBG^0b8CY37;Kp9Am^eLqvrHYhEL({5c3&Y~2j`eyI8`#v#qw0NM0-wB-1bU7$V_b_~-|Nd|!Nz{Q-vd$-ipBvW z^c}N-*){7ZA2~S|i$eD#_9gLHUb*5`;t3D$my%@%O`EW@dbdo7$B-2w;M|U?asDcM zX3(aQ=+x~f__B-UE$t06-Hv2AbBf`5Dzz3|A(nuu-<~g<`vEgm>jBqNete=hnpvZk*Twl1|%#e)k5e>SFx&5&d2Afpp zn`jWIe}BCc!qG0)=5KUcyZWgZ?_~beNN_+Z{~>Cb@VaOTv-M``6WE7oJv-n8TPe5J z_W1p+1^X5#eFj%`d-#LBv_cC|qiThJtmaLO=x9o;lrUsGgtUVS?5|Nqj}gkpeuo$| z*kA%vyIQeSW%=fnrz2qgYu>eu&uSfw5ufO=FQEffUan+HtRwbLc@`tW8Noli{3LkS z#R1rL6+8UgPa4IywVml=>ON>SCX8>=63JzXnM31XV(lna&)wqOSJ3yakZ#|z83`6M zW`a_hoiaFfmHLD%iRUt_>O40qbI>5UB5=L-7LZCq7Qp}njC`2N|5<>X`}sJ?F3;7t z;T-?ph~hi?Lij+|lHk7P-%9p`8?#;fVQ_5!_6&-K$jluGCQ8r-9=bmA>*CsS?ibyY zQSh;kLUQl*NiHo;l!#8?;tFXTrcSHmlyt z`M}`Cc_*Ha4L$gZQV+$;NDWQV>uL8lU=}MmU)LW_JR^?j=7)dA(0@Vv(Hjp&JVJbq zTl?_N;YOS5eIZ%_y!pHu?cyL&>y#NnXvq(yaRY$f#@W4sqVd5d@@W_xx1%85$Qa(Z z8bYGY;@=se;*WS-2C~V9o_O@Xff3?aC@o?JIAlJn5=J)8_vStG7y&CL)lhAmiDW|hW>@suI zCwDk6f1ZOadY+LsWoCCff@@my+S==&#}GJikDi#d5vrgiCI->kDtT zIlDuo_g?_|<`S@)kS@q7TgkPDcq-e;zhFtcbtyUCGJE>>_{s5{@2akO3=YTWBWl^0 zhK8I^EGEQxq5<4M-ycbn^c2LD25hR-$94$E1%y1}lZ|;k3rO(U>SiRAEB*cnGy>)E z5KigUiz(k$Ag1i`PX)i}*jzSmsEo+*!;|Zq)ICnIrCfyj&af?P7$>3`{b+3F$~cH{ zTGttEm6e|=s$S?3kG;x4+^%prS7Dk$`56^Ko{h4=^G@+gzLe9 zbC>^CEKVrRRV2II#r7AdEiBQpKt?V4(>(X6a(G;PMK7n36vUQSb7pqv56K1Bkj*3C9?%(qJd+N8_FpKZ&@%4&W*S(|SsscdNBq}i7~P~A zoC*}>pkupSdRw}KVPs<+QZjcFN7O^Oro#0D3Cjhl=OaIeln`N^xA0S zS_$DzK`;x&5X`YAH5IIo^3J@>23Eju9F&BRPACb z!=CaHTRZ{fA|IxrQA`c=_6C#2xlY?30TK(^cKfa&ig>Z{+9cRDk=K3N7e3AX$efNUsLl;SPZfaLsJy=!4PhUb;c{buEdVpQ71KZTW z>JFD`N;$k`8X#2F@N1N$=j_4hm)4nbLg?XDX?oOOpwn+&#i^IO=l#3iknriNeWVB} z=u#t5!&i9NG>R$^3x?6aYhFSZwkvlTKGbw(dkT{%MCSi!xT`U(APz6eWlOGQ@sg)0 zXE*G8fn-qo097A`&UA8jnmVv0=F!Py#RoAt8hj>N}xc?3H zp=%P`fpWfn>m)7GxlVruzY|WV`=Umk@LIruo`UWmuCMES{Ue(_`wC1_`i=&Y)=w%@ zyeDRxn%mKAT!D2;%=^==g~j8bL5^RW9LJz}ML&z|lY(MHZMLX))O?>(UlluTu6lg+@(m zg65Iy34pdedcaAnt&wa|b_mJVXM-Yimm5D$KV9w-Z`c2MyPBjBK&t919_~)Zfw2YSO6VF9?I-l(y zw{LCDdQ{ZseJjtLp>69k>2>zgaqczfY^pwN`8>}1eOlAmlF zS#jzp{mr@$)*q4}KG4GuTbmhm!coI)EbO!(d+Bpw#T+ca-={&K(&o6h!RFfzf)#4V zJ9v~c)-i;;5oKH~*{bJ_AGs3@{4^JiB`tupuBXonG;AHfR^xtFT@@Y*cV}}m6w$3a zN8q$6+p82t-{e*{J5kk?YZUYSrs=-4X215GewT)p7Aw3~3feF*5k zfq#s+oiDm{89yiEO_{E?E1_K*#5LX#WuIbZyWQhEnPoU|;KNz)>`l7x$C|32acUhv zW7`5&Y&mzn?;dQl9|E*2Faj2&a%Q!J0=09`8Yuo3Q2zr)+@lRmAQn0%?P^HESp}%z zI=YN?v7k-|G|nrk1mQW{A6iSN5|C3xoBfjB7F4v?occtwItp~|!C7CCyMNj(n>Yf^ z_7oq-ac9+dbYtmHY4TKNX$NWCYf`n>M&;ik3H0ovGWJWVTe!_P(!?&YKlMOd4y72^BP0L zBfWbrv7VYy4ATgr&yyo&OANsdG;s=BQt1#nGTNJdCwInGJ4d_ebj;JbAJ&p_HMW8` ze!6LYi8f1*G^%H%ozyxEY-)fmAfHAKBX zajZRXmpTtFq%neSI3JM2X>So}21n|vdcVG`qkI!_PAXxTncr(R7H6l(KhGQWOC0cS zno!oV5YJC6kz@{k0FQscf z9@DHr?9a+l5z00Uu!?!RzY~X1OgjlzF;G~;k5rx@%7UZ4mQkp?N?#hY9Ya7)m)OO4 z<%iJhq8;p@V>ewy?vgp##vcZ>HuSA#2R(A|go$=IUR_6kt5uQWJC>&SOxuQ?zmm#n z0J~&J;<3NRAkY)ud2JIH{cR~S|Mn)S-zoKe3U#r z5RbdBYVd+7YO^x$bKo=oN-oQ{g7Q@^{CCRmgUh+rB~hpZWYwmgFONLnX`?(U=Wq=F z2hhUrNYR&viY(|w_DAh`CNI;uZYvIdetpb`+%H;&tZJL_T1dt~B`X5)E33`dqHbbw zVF;r9T>(F^6j!o-&vFh`cUmQtr2tzWks5HUplnm2d^vrs=7Hqqdu<<|ND)GBZbHBn;aNA;-tyv&WVV6rhybR zmxbl%#jvq2&=1w!&ee5Cgv!i)fP%N`Gi3)sQKCUqxANNggsG>IsG9@RA7XtK%FK|q z<8X;qNXkC%Nn$nIKWfg>Q4SMxRb&q&+9{4v?=p-CZ=C(a6Y^Gv^E0((Oo&k(-2c>J z(ThM>p7;VyTHTpjmHouEThZvfts&in7ernr1Qqb1^=e?3SYP~{QFEC|cM{K`HLiFD z5~wy7r?SHNuLd*fCY`3QKwxkpVK|7O<@(uvK6}Wb@jOM?C6|SISsZ8eiivCIGZtIP zkJ?OX!J3r*OMnu?$ZBQ*`dS z6xCQr&FlUh4686nN&tz|UMOu2W|C798twf1%Rqbgu8iLhBh8I}VVb@^k$PK<)rUf7 z>1M$i(iiENmQ0pxV8%ulO;t5DwgZR9>+2z96o4|K92Fhy|;R zFB0q2TNi7IrpCW|YWLp1lb{P~8bIRP+OPupWQy9T_@eb20hU8Aj{RLM1l7eu-1t1iPQZgN<#X1bz zd|Nm#xJ|W&8-&i`;0cs`gM&X+eoJ1pB7oqu4#+j^FVl$hcv>qE02fp^SmpKMob5!! zlP ztoT0Ql7dP0RS-AFa7|Qz-1nLL52GTBU{q}Fw!zX&@oC^E{?uTSkfo$K<@#>Co~DX- z1m&EqXb>T4m2*Ipj->$R>V%=+R&+7+EjC_RSiv}gHuD}%I<9O7iaISt{hkI>Vac{O zXz(gkx~mjUUKwlNH`HEP_2937p(IW^+LGCOS%}_}0(&!*v&TRFoumW~zXhpVQ|jl# z8&Ygx6E&f;H455=gz9BX{CvGa4mXk4rpoI=EDe=L6^FjHbB*`>+-Sk>co=@X(2dKX9oMx1hPd`g3IK|fYS6its zN)E)U3!(x`cFw4quK(|)r94ZLG3Y#boGBf4?Hw>LrRhnsC~e7}q zrw>5NwSzY(+T@Z7hx>4L*AnRYmw_Z|`-^|q7j{0}FMy0J8o&i6Ux@ad4uJoysutK# zM$a^0Z+ZGMWdpO@hhX|Np8I~Qt>i*CGFd>~1f(((oJgJ%zIk6BC11C@6=jzoU?#n> z2bZ&8%Q}20mw-CrCu!nC*vNQ_J6`iGeYiHvcC7`-%x2`4_JzS z|N5sR@LZka1tIdpb@&0J2LJ^~cN*amHl^NvrT$|Q)^;WdAUF~Er5wltC_+on4!nV4 zAo`L%4?O05Hq>h<0aB5;2i>4w&tMLF#H3&sZ6&E(8kC8pg zwRF+ZM|yXrC3TMY0U5XjYt2`iYS0N&H_s?g6ryZx_TuwB^e(IOV(>fuZBr;6XbSam z*v?cj;j3hqB)U0=MPD`h6mP2Kwr>F){~6STG`zam$_*7zSl+0YPOX~*DFZ4WB?@82 zRw!_*1q!fomQdnk2N`~-HE{cATNL^=zIy6_plASM>@OOSArV$4t^0zPyNYW%nugc~ zmel%dsUoW(5`ksQ@O!dWT;%YG#PU$SRilL?=YJ9F%P+4v1ydyM<8u-EQC15-p;iD| zcKHAX6IP}6GGgb1n!eL?S7o z3`z!3DZ_W;Uv^G@id_QDzyFft*F#%U+XVK4CCKm&i;qEe`mwgE8xQGyTFYeo;*+2g zuB)x|ss5K$WwT#PF+DRb7?N3*_A9A(4=VmL2CWHF|Gd!Ea_>r$kuoxsB z+qOh8a(=5~x z-1lComd^K^h}shpw{hn_+^lnJV^(t)rJKt)bQ-KrBTf{W;&E%JZ89GE14l)f{3g|W zfw7q^K!R{tcLgB5!@+wBZ#p9WVZ@b@D!4wQzSk`DdIB)bQrsTjz9zvUa%Td%f|PBAuBTN@jugwHd!l;kKz)jstFi zB0a@;=;>abZuR`GpFVLU5#Fnj!Wv;X-!!@so2QH~(ifbaYl z_h*#r)X%hk;Sp3yd*7=(m8c_h`aJF^Zs;@Fby{5ffTqM)MI2fLN7jO)NbQeZ2JAw& zhx$E1&Q`tj%k*A4oGtZlr%}37t6zNiedDrQLCyYRM1mG!k*mD1vrvfVGqa+wvPO@l zmn<|H8_gg)a9m16Hto9pQ%)L0@f*dIBhV0U5~!iO2GVn|hkb)8vJnK;paa?YqXdLe zK7cyl>yn*>*dK;(FgQ0+&i1GYT!*1a82l>_{o_?=7(n%u>aYYGYBKzcUiNTTRMj{G zgsaGO08ofm%NQ(P*0=A%*9{dN3W3n>gIo}(dR|oT41MVvCE`lGi+aA$lz$X6vqCE0 zu*vV?M;zaV_>4{zk|vWmbaEZCeVq(9>I*pdN1NSP-SI&|t%rJY^dN#+uiV9|5)2Kw z5n>>zSb1?5ZP)-Y#UOv~Ki_uvXt;j@B8oMDQWUf=84bBdYhHf?1;4_%3wOM2FhWL% zMb{p%?4@eoh|ADUhnsm&V-G!@(87vC_#+weMz>bIRe-*}4p{0BfneWoU*iJjgr{fMkDfxF=WzvcQ?TsG~^dMzO3GL)#XAv^X}`zCj;)F)k}hF zFbSP|eZZp#!lLW$ksIK}LK`WDuFJw>*MQ_yb+jamkLJH#aW-t0e@0k-*@sjJ$(;o) zMk&(&27wwEfO~IE)ZLr_psy2@dFH`#WhL(~ctY^RIpx8Dd$lkhRMie<9s(t0gLXxW z&hpS(M54yHhMOXaCKAGgp-!!*6lgJ5@cqBjcHQw_Eq{IP!FzuVvt~nX)%+6hC?uU6 z@79VnDN7g)m4c_T^BUx~M4h=&(t=yIzs+*>>9M9qFl@W&h8En7lE%^mNj zKk8BWZORmTvS$*FN{~jc224m`=2BhlAMgcT%gWguu<9EvmW6^|Vu)MQ;F&@T9C7(xvoXT!k;R|e~aM6vR@%|zv6W~fy zht85>T~k)w(@&LZwHHtqT0>>#u{Y|sg7x3f{JI6lKlaUkoz)H67t7>u$gW3$wnugvqj{vlXZW|E?@jw%0F{Q|AFZ4D0{}Y;b^?{VakvvNUg^f#G#i!C6fsh_)AofvFhTJcg~}i+fR!au~dVV+i$S zG&*hP97hRzAL~fdU-mY%+5fQ+!y$esZ;>O1W2?`g#Nezj?+ma1y$P|wDVdYs(Yt;i zScq-W1kYG*@W0i;9pKuvNlW?zjB_fk!#QJUPD93NA5v_ndRbDp!x+pE_@4z z;e~7WweJysM)sT)|E@&Ip&jpiJD_piz40$e@N>E=0jjdKqeOsExP8Bo-qQ>cZ(((>AN9ma-a6r{YRtFNYh z422DqtA~>I#;AB-R9^YA1x;jOf{`G00ED@&zNpuKO&t6%>Xnl0HzR%(G#&_YswYh_ zdVIO^36BZFX7&x>HmaTuFoiII=*|oonO}!Mt2Bc{`n;EPAt;A`iue2WLl94$-3gcx zir_qaYWe}j{2~PY=7qqTEAdMljH1y$@(qQHeUup8^zC8!^M{SLpc4{d=p`ne;K~(# z|MYO&cUcnkn0VW3~pf|IGo)m0nl2GGuHJtUIL2j90 z+yaOANaYx0w81iKQLxAcW#$7!W+j3Um&Apm`+Hg3Lrl4rPX@$TU6EVN%JTYX0*>D z562kL76D7J`H)rj1EA;dg{Bz{DY5UP`@zz-1E?@p{xqr;X$H{y;^0#%Sq5bqqX1Ow z=>fF#CQh^$)I?c=8CvV-2e4~=EZ;Y-5PITS4Ag9Jy8JLqJJqq>3G)~EOFy?%-iy}S z`3>--mE~iKb<3YG>gHJ$P)?wJJ}r=&U|+}&`LZ0UVx)GzKnp&#_24xW*XNs2B$*LmZZ5#b3r z)J?c#|HO{0ix3^IVVFX+=8gT|QgrEJ3?`<&zc-gRVurXP5s3K~1^A-m%97Yzs^t?1OkVFW1+&?wDCROFr!=V9?2?G~)>i6T2%E!td_%K8RJW%+ zWE#%pf&Ir{Q>9Fq2C5NC&pN1IK%*(sd=4=!BqM4F8HlN~+v|jlA1~y%+sC+*DlrXR zy17YarN8amzCoNC6#f>SHvB;i9Nx>LahiiEP>N1K=_=Ak)HLCQ3D0Uwa}9 zMl$BX^+({F7+hBvZ>q<3I~zB=M5n~7AVGV<_^j&9Yv>v@*nN&VpT)zkKO93wQehK( zx!bU?1fQP>On`s8NjI_v?Pu0*GA>*x7g)W~Ex8%7@+m&F$lsE7e9|d6g=iPWs0zFV z9qF_{(N!Wu-VzHYkHILtW~Np4z%%5f{ARQ!k78F6%@=ksvvAs$&Y{K9rCJncvUC}( zsVrD6&z0E#tmWc^$Uw^562H96XVzfPr{NSw)U>n=*-o#g%oYQr6BFrBbJ_QIMxqBb zV8_@=g{fz#Vst_|ksNX%1hwH;0qPsOa>M?$z}IM} z+{xtRK&Q@^q}5W`3^Zl0ROLpqAGQHY;|TTO5ABIkNrro{lxX0 z73*J@Ey+KLCqB5At{!3ZkC6&?S#18Zzw+W+>mh)7vb=7B!as$yfC$rvmOHw-z$)VY zCQw;coEH#Cq)l8KlL)%6P>|FQyAJ<`;~BSb6W)bp)FKyM35B$-K2KBR<6Yw{AqsIP zA?!;7$lI5EQ4q6ksk!nYo*1u=^<1{Ut2_lp5c7#<@e)(*cfx)&Xsy6<3_0=bt|x%s zAuC;!@iN@qg|}f2(@so+r`>(fft0I5ikeJI5uDTx_e|z~yt~xlAH0Dl7Bgu&9aTTc z#)zJM48GHufn>$q&1Ihx@I_zRV|drmROE8Qa|$x~}o}8GB9! z`&+G#FU6_xx6On#jf36pOnQg zb-bBz(u8hQ2BymWhPE&=gR|hgjN~v(#!J4mv&&N!m%G1|g>enK_<|rPUHEJZ!S?MD z2dCu8Bruj3CRXj0%`P4#Sw@AvGcLcn%YpmY|M+B&&)bJpTh~ zGUK)g0ShX!OM|CAv9~rtBlSkx^fMx&1F9(U$Fs zqxQ~k$vB@l8GbfoG7Ix#&GO}8gT3G-WgH30=>p>n$Q@XQ{_hbT}q_TvtNU8J^Tnu3Cnn~b3r&;`-s3RoF zyGSSMeb^%&dwvuqcmFQV9UMW;jA50f)2wUYWC*zOblBjYr3@d3s(6f}!#5;Lapwqb z2uDR~SriKLVuz=tZ^YMe%E~=OmGvbeBq;92;zz-kW^~8L7c$}m7!Q}8 zLji!u7OFNkDzZ5g`+a(ev_~h7xNnlr$j6ZJEFpsOV*aA=u^KP1t}_=oVoBGBF8ZnIa&n6b?Qu zat!I%`*mxFQzRmDhXJqm634H%m6M&y;+_i#7*<2s%d=DgoF}tpfAblI(QLp%>^VU2YL zoU)jw$Q&*T_%+Is7L?Dvh%W?5v+Y{-_==#3@p9u#o7mmpNd~;olw|i(HtC6iTL2A8 zcnC2wLQA38eyl5HhrUeK@nO~gG=$$-=UkF#GQ_rlBKh7DxAL3xwts!W{&D{57{E6y z=81eb^`n@_voOkiv^XoWGtk>ye-B`(To`WLg_oemNqO(>iTXMU(2*LM+WVn7)VBm@ zL=>FK2Vf~F*gUjt)IB{Jjr$aL)!&k!TZ0h=*r2D`f||i->|fGKTH#Bo&eRFH9Mnkn zJXgnL+hmY>*$Wyx`w?*=l^BDz44keXKXjBB6Q+{@6ZVc0!%xQHAFSvIpYJ5MCA^T4 zjW74Vy2^0UC5SjovX}m3Mwqzlth4=We7AjTuYrg^W$!b&pVH+iog{jF@$O`-dhgp4 z!z^7pD;x_M+ir@>tjemF5Wx|^{(tV~H60308kwK6VO9|6CAX!T*1L=2Y6C;MUX92S z*<47-TT4^tZRJ{WHRpM#&y&3EQ_)oQ{PgXsL6Mj#4l22s+cFjoyJ(WXXH%ICDLUv& zjJu$@3ukgCIvz>>7Z};f`Ay_qgNoO{Jm2G9_9 z8s75m`vOCuGy#Lkr*G4-C^BW$ut!Vwge?uwwVV#tSbE=U%jW45dpU|GscovqAOE9@ z2&-=v?(NJ>gHY}{v~YXzG1l;VJ%XB9yN$uxqLP*v`snUL-60lB>og;~_4I&jMZLpg zWhhsJeiPPLMWo{U&+D_aoD_{L6BcCmq?|x@K4in5aKSO6K(l9M7ZWQ~>neq(rqeKb zug!W?xWM>@p@ndio+LXCYma9|F(VY5pzYGXhoY6ILsDje9zo0OmnB2(sMu~;Fbebq zY#p(fuXG7I{s$FA$eM-TCv^yC=D`nNfbrR)6}f-zfk#L~#N3i5F&vF7C!rIp8$nIT zJyMflKUp|#RT1)>8&IwSumAE{r^U%Jh?EnBwLfiic?qg2dZw<_Hmb7qW8bWe3Quk6 zz=Dw<&bon%cN3d1zx#gd;XJ#csoaFz=; zANiLu6|I3iK2=_@{KHky;H*`f&CjioZ^a(^-9qedD!k}AqPQ>aMEON41PuHq zpFc*@1%(?@v{kU=P;H*Ad{5y_Z^1F!gtjB)rl6KvDf6=d-yWe(O|Dh*8V#;AV;?Cb z?gg3XOKuO2#8MI=?c9;C6hmwzIDM2lQ!V#KQ|GyKc=)Ne*?TUyLlAAvlipes5;o~) zp=i7ke*Go2fc5{`uxZZ66BJNPjF+gz6W<3s-ha*tSK&N_N3XYc3LG8n1>XiJ^vis; zGbdZZSvekrE8wDpyS*w7)tP=Q+oJbw1hiv);@NOlJPf#mC#o3~w%@mZFe~!jCJQf#Pgeo=aIT7cvaFn`dooLS!%)Me30UQMQsr~QhBGHhc_fH zfo042Hx+LnNZQ!*wb=xA*$FCXV*O+-{34bRw2$G~doq|dggAl1YjPry1df6LnxJgz zIdFH_KO|!ivQUUZLPx>>dAwSLf@BPn%L;fFuMspt2h;#CVYy_-SHp1873hz`Ql$#Aa^t6}Jq$*kok#P= zs4wD`|67zeD3Fy|$N=VMu^Nx*B+G^Z6-GZ8>#aR-or$#t)@?aGII#lR(=IDe_4;X! zDy70kkQ^spF`(EBr$1=HXkRxo@l+ zJhk)Fj2vS;G|Xav3&bdQznItO+Jdk}C19ph_h0DnoPh}Pm7J-@mCNV)6`LY72bTWd zgZ}U5yeI0ba(7g!A3ZMlaC8-BFO=dgh7I+*YtlRh$H_aL5y)J6s+5^O(ftvND^^hoM+`SQ4T{bVRjC}0g8@VLw&<&1ssWq zdwj&WUg}$5X6|*3gZGBZxS^=CQ^U&~#-j80GJy4F9^%9YO)P)V1D%8ra582dZKIQ z<55r%KDPCn?!TT)_vycQtYH7;SxRaq`%_aS_12b9vD5)XoDAAypR!{K7^(XhEbpl3!!dL>;1txmEJ}~f{vxX&2t9hd zm!>Y3U3_ndfdD0B$+V8ZPCrbvYsOpmFV@FdjLtf&@2KfVA^RcaH~1UhO@BsNEeKIi z2lzw7Pa6V*4j9nZ?a_NT8Ky_XonAtVhtHjU#iXX$t0{-r2U)2JBOdmxx?E9J*aT1h zyMfO|Dgah@#rh3k`R_Y@y#M3x1c>1KP`)=6zJdrd1E46PL2esFA&ItrnN~0<5Mn<~ zO2h36o-a$})wqOmMjxvViN@b%PK|Y@_knQd$jdjV@2x#$E=+IfEaI4778(wH<5lBnE_SpHg#yKPT+Q_S(H-q{^GFBm5$t4?zf_&!RM#2EMy<#Qcyky2ny>g@Os=;f3s05Q33q7_KX z$J{(Kut1$WZbALyEgpc7hXG0}IqA9%&sZnQ6}~emy@2Bm9AWK!ZdujiC%WHYy z|DQd0XbMPm1XLwlcR558zWnEa93Lx!%Tn=qzs%~ZX5J%F9W%{bDXPe~>WQ}htLdu% zveyGC*nGA^-8LoQdbJRx(RV;Z_8AgbVt)<6cg)%zkT@;RPS8^}Mt!MjegX+qO{&lN zl7IPum?r#+VezH+9g;>M-C*w~4|4zsFR|~flXWmFCPscX@3)Q+4AH&74xT5spPp#c z`}d3Vp;M|^HG9C?e-5MJp)x=U-mHtjXT#9al_DzeTm?K=c{T<~V{eT@gK!Bz!g3lq?v=BaE z_ao{ZlF;T|_{k`SnEvnaIH-WwP7qUK*kkrlgY-w95ugKZEWLTsh^MKD;h4A;cvc7e zcpBzYfMg26n*3qSnd{eUMpj1B0(>+u#Z80F?PA6xo4*>KCRLd;%K3}S@1aJ_ch87z z9i4>gY;m7nT>J@mWYMagF|7xCPjj{^5JUN|8c}~9BSKupzp&(Vqu!9{6IbGMuGoVn z2m#H<#g8H?6OQLI>?vhl!3GjW36!Z%CdHafH2A;5>C!-d=4M?w9p>Z5PPStWb(2AJ z9uwj}b$?~!I)s1u0gY0YD2x5wYG&sDTh&YkbKaO3iS^(af&MSqr@Vd^L>?;SG@l4e zdeQaUml$|lcUk2Uv;Bqs6;rD*$ECdYqUyR$q`LOKRjbxsp_-8hct^lWt z*D!~H7WdZwmg{rdar|QXi`8F5`xdV^DmR+{c*cx#HS;))o35+bC{ku!g>& z+SIaiS+_gyfJ+{0#U9z09-PHiuJWwfuABY1$1Bcqt#iqL4^%vik&!H{Ns4vyIei{| z2ydbp`XgxAP_gXH8RqcQNGyb7j)5^7req(0c3wt-vKQV3(CC0goU~bL*3t`FJzvTDvRj zVy&}Nh0v^0ic|>$i{0P^o%sz~spShii1RFH&Hvj+@YbjxRNF)m*QAXRIy;?PCm;ME z%BEEN?Zn}ope1vnY#b9!gtR$9tLa!d6uDSX*Uzzl*3W_D*nn&P8WlE9{`g*;$zj5D z!zv~TCIyel6F*6?2moCIHi}h*gN7zaEK~SVKYfwiJjsf96VL&rp00i_>zopr0OB|4 Ac>n+a diff --git a/modelling/data/calendar_activity.json b/modelling/data/calendar_activity.json index 7ea6fb4..8099c33 100644 --- a/modelling/data/calendar_activity.json +++ b/modelling/data/calendar_activity.json @@ -11,6 +11,7 @@ { "cluster_id": 1, "calendar_label": "Redwing neighbourhood", + "description": "Single-species cluster containing Redwing, mainly representing winter visitor with autumn arrival component. The defining pattern is a winter peak around January, a moderate autumn component, moderate summer suppression, and slow arrival fast departure response dynamics. Its defining traits include year wrapping winter presence, core winter winter peak, and moderate autumn component. Compared with the full species set, autumn to winter weight ratio is higher than the whole-set average and decay to growth ratio is higher than the whole-set average.", "n_species": 1, "species": [ "Redwing" @@ -93,6 +94,7 @@ { "cluster_id": 2, "calendar_label": "Extended Spring Seasonal Presence", + "description": "Cluster of 13 species, mainly representing extended spring seasonal presence. The fitted active window runs roughly from March to October, with a mean peak around June, and and an average width of 6.6 months. It is characterised by very broad season and moderate active window. Common high-support traits include strong offseason suppression and early peak alignment.", "n_species": 13, "species": [ "Dandelion", @@ -187,6 +189,7 @@ { "cluster_id": 3, "calendar_label": "Rosebay Willowherb neighbourhood", + "description": "Single-species cluster containing Rosebay Willowherb, mainly representing moderate autumn seasonal presence. The fitted active window runs roughly from June to September, with a mean peak around September, and and an average width of 3.1 months. It is characterised by moderate season and sharp active window. Its defining traits include autumn peak, moderate season, and sharp seasonal window. Compared with the full species set, season start month is higher than the whole-set average and peak month is higher than the whole-set average.", "n_species": 1, "species": [ "Rosebay Willowherb" @@ -269,6 +272,7 @@ { "cluster_id": 4, "calendar_label": "Snowdrop neighbourhood", + "description": "Single-species cluster containing Snowdrop, mainly representing narrow winter seasonal presence. The fitted active window runs roughly from February to March, with a mean peak around February, and and an average width of 1.9 months. It is characterised by narrow season and moderate active window. Its defining traits include winter peak, narrow season, and moderate seasonal window. Compared with the full species set, season midpoint month is lower than the whole-set average and season end month is lower than the whole-set average.", "n_species": 1, "species": [ "Snowdrop" @@ -351,6 +355,7 @@ { "cluster_id": 5, "calendar_label": "Moderate Spring Seasonal Presence", + "description": "Cluster of 5 species, mainly representing moderate spring seasonal presence. The fitted active window runs roughly from April to June, with a mean peak around May, and and an average width of 2.3 months. It is characterised by moderate season and sharp active window. Common high-support traits include spring peak, central peak alignment, and sharp seasonal window. Compared with the full species set, fit score is lower than the whole-set average and season end month is lower than the whole-set average.", "n_species": 5, "species": [ "Bluebell", @@ -437,6 +442,7 @@ { "cluster_id": 6, "calendar_label": "Jay neighbourhood", + "description": "Single-species cluster containing Jay, mainly representing resident with summer detectability collapse. Detectability peaks around October and and is lowest around August. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and decline biased response dynamics. Its defining traits include resident detectability pattern, weak baseline presence, and autumn detectability peak. Compared with the full species set, peak month is higher than the whole-set average and target amplitude is lower than the whole-set average.", "n_species": 1, "species": [ "Jay" @@ -519,6 +525,7 @@ { "cluster_id": 7, "calendar_label": "Resident With Spring Persistence And Summer Suppression", + "description": "Cluster of 7 species, mainly representing resident with spring persistence and summer suppression. Detectability peaks around February and and is lowest around September. The shared pattern includes strong baseline presence, strong summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, meaningful year end component, and strong baseline presence. Compared with the full species set, year end to winter weight ratio is higher than the whole-set average and baseline to peak ratio is higher than the whole-set average.", "n_species": 7, "species": [ "Mute Swan", @@ -607,6 +614,7 @@ { "cluster_id": 8, "calendar_label": "Resident With Summer Detectability Collapse", + "description": "Cluster of 10 species, mainly representing resident with summer detectability collapse. Detectability peaks around April and and is lowest around September. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, moderate summer suppression, and rapid decline biased response dynamics.", "n_species": 10, "species": [ "House Sparrow", diff --git a/modelling/data/cluster_analysis.json b/modelling/data/cluster_analysis.json index fc9e792..97f93f6 100644 --- a/modelling/data/cluster_analysis.json +++ b/modelling/data/cluster_analysis.json @@ -1,6 +1,6 @@ { "schema_version": "species-similarity-clusters/v2", - "created_utc": "2026-05-12T19:31:33.748438+00:00", + "created_utc": "2026-05-13T06:03:40.943790+00:00", "source_similarity_schema_version": "species-similarity/v1", "source_feature_schema_version": "species-feature-table/v1", "n_species": 39, @@ -1509,7 +1509,7 @@ "species": [ "Redwing" ], - "description": "Single-species cluster containing Redwing, mainly representing core winter winter visitor with autumn arrival component. The defining pattern is a winter peak around January, a moderate autumn component, moderate summer suppression, and slow arrival fast departure response dynamics. Its defining traits include year wrapping winter presence, core winter winter peak, and moderate autumn component. Compared with the full species set, autumn to winter weight ratio is higher than the whole-set average and decay to growth ratio is higher than the whole-set average.", + "description": "Single-species cluster containing Redwing, mainly representing winter visitor with autumn arrival component. The defining pattern is a winter peak around January, a moderate autumn component, moderate summer suppression, and slow arrival fast departure response dynamics. Its defining traits include year wrapping winter presence, core winter winter peak, and moderate autumn component. Compared with the full species set, autumn to winter weight ratio is higher than the whole-set average and decay to growth ratio is higher than the whole-set average.", "dominant_model_family": "winter_presence", "dominant_primary_class": "winter_visitor_with_autumn_arrival_component", "numeric_summary": { @@ -1755,7 +1755,7 @@ "Red Admiral Butterfly", "Speckled Wood Butterfly" ], - "description": "Cluster of 13 species, mainly representing spring extended spring seasonal presence. The fitted active window runs roughly from March to October, with a mean peak around June, and and an average width of 6.6 months. It is characterised by very broad season and moderate active window. Common high-support traits include strong offseason suppression and early peak alignment.", + "description": "Cluster of 13 species, mainly representing extended spring seasonal presence. The fitted active window runs roughly from March to October, with a mean peak around June, and and an average width of 6.6 months. It is characterised by very broad season and moderate active window. Common high-support traits include strong offseason suppression and early peak alignment.", "dominant_model_family": "seasonal_presence", "dominant_primary_class": "extended_spring_seasonal_presence", "numeric_summary": { @@ -2034,7 +2034,7 @@ "species": [ "Rosebay Willowherb" ], - "description": "Single-species cluster containing Rosebay Willowherb, mainly representing autumn moderate autumn seasonal presence. The fitted active window runs roughly from June to September, with a mean peak around September, and and an average width of 3.1 months. It is characterised by moderate season and sharp active window. Its defining traits include autumn peak, moderate season, and sharp seasonal window. Compared with the full species set, season start month is higher than the whole-set average and peak month is higher than the whole-set average.", + "description": "Single-species cluster containing Rosebay Willowherb, mainly representing moderate autumn seasonal presence. The fitted active window runs roughly from June to September, with a mean peak around September, and and an average width of 3.1 months. It is characterised by moderate season and sharp active window. Its defining traits include autumn peak, moderate season, and sharp seasonal window. Compared with the full species set, season start month is higher than the whole-set average and peak month is higher than the whole-set average.", "dominant_model_family": "seasonal_presence", "dominant_primary_class": "moderate_autumn_seasonal_presence", "numeric_summary": { @@ -2258,7 +2258,7 @@ "species": [ "Snowdrop" ], - "description": "Single-species cluster containing Snowdrop, mainly representing winter narrow winter seasonal presence. The fitted active window runs roughly from February to March, with a mean peak around February, and and an average width of 1.9 months. It is characterised by narrow season and moderate active window. Its defining traits include winter peak, narrow season, and moderate seasonal window. Compared with the full species set, season midpoint month is lower than the whole-set average and season end month is lower than the whole-set average.", + "description": "Single-species cluster containing Snowdrop, mainly representing narrow winter seasonal presence. The fitted active window runs roughly from February to March, with a mean peak around February, and and an average width of 1.9 months. It is characterised by narrow season and moderate active window. Its defining traits include winter peak, narrow season, and moderate seasonal window. Compared with the full species set, season midpoint month is lower than the whole-set average and season end month is lower than the whole-set average.", "dominant_model_family": "seasonal_presence", "dominant_primary_class": "narrow_winter_seasonal_presence", "numeric_summary": { @@ -2486,7 +2486,7 @@ "Cowslip", "Orange Tip Butterfly" ], - "description": "Cluster of 5 species, mainly representing spring moderate spring seasonal presence. The fitted active window runs roughly from April to June, with a mean peak around May, and and an average width of 2.3 months. It is characterised by moderate season and sharp active window. Common high-support traits include spring peak, central peak alignment, and sharp seasonal window. Compared with the full species set, fit score is lower than the whole-set average and season end month is lower than the whole-set average.", + "description": "Cluster of 5 species, mainly representing moderate spring seasonal presence. The fitted active window runs roughly from April to June, with a mean peak around May, and and an average width of 2.3 months. It is characterised by moderate season and sharp active window. Common high-support traits include spring peak, central peak alignment, and sharp seasonal window. Compared with the full species set, fit score is lower than the whole-set average and season end month is lower than the whole-set average.", "dominant_model_family": "seasonal_presence", "dominant_primary_class": "moderate_spring_seasonal_presence", "numeric_summary": { @@ -2774,7 +2774,7 @@ "species": [ "Jay" ], - "description": "Single-species cluster containing Jay, mainly representing autumn resident with summer detectability collapse. Detectability peaks around October and and is lowest around August. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and decline biased response dynamics. Its defining traits include resident detectability pattern, weak baseline presence, and autumn detectability peak. Compared with the full species set, peak month is higher than the whole-set average and target amplitude is lower than the whole-set average.", + "description": "Single-species cluster containing Jay, mainly representing resident with summer detectability collapse. Detectability peaks around October and and is lowest around August. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and decline biased response dynamics. Its defining traits include resident detectability pattern, weak baseline presence, and autumn detectability peak. Compared with the full species set, peak month is higher than the whole-set average and target amplitude is lower than the whole-set average.", "dominant_model_family": "resident_detectability", "dominant_primary_class": "resident_with_summer_detectability_collapse", "numeric_summary": { @@ -3071,7 +3071,7 @@ "Common Starling", "Magpie" ], - "description": "Cluster of 7 species, mainly representing winter resident with spring persistence and summer suppression. Detectability peaks around February and and is lowest around September. The shared pattern includes strong baseline presence, strong summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, meaningful year end component, and strong baseline presence. Compared with the full species set, year end to winter weight ratio is higher than the whole-set average and baseline to peak ratio is higher than the whole-set average.", + "description": "Cluster of 7 species, mainly representing resident with spring persistence and summer suppression. Detectability peaks around February and and is lowest around September. The shared pattern includes strong baseline presence, strong summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, meaningful year end component, and strong baseline presence. Compared with the full species set, year end to winter weight ratio is higher than the whole-set average and baseline to peak ratio is higher than the whole-set average.", "dominant_model_family": "resident_detectability", "dominant_primary_class": "resident_with_spring_persistence_and_summer_suppression", "numeric_summary": { @@ -3406,7 +3406,7 @@ "Daisy", "Song Thrush" ], - "description": "Cluster of 10 species, mainly representing spring resident with summer detectability collapse. Detectability peaks around April and and is lowest around September. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, moderate summer suppression, and rapid decline biased response dynamics.", + "description": "Cluster of 10 species, mainly representing resident with summer detectability collapse. Detectability peaks around April and and is lowest around September. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, moderate summer suppression, and rapid decline biased response dynamics.", "dominant_model_family": "resident_detectability", "dominant_primary_class": "resident_with_summer_detectability_collapse", "numeric_summary": { diff --git a/modelling/data/cluster_dendrogram.png b/modelling/data/cluster_dendrogram.png index 1318c687455b07f368914a078501483bbf5cd5f5..42851dc7825151e3e9e55c371d09a253b231213c 100644 GIT binary patch delta 109785 zcmce;c{r8(`!BxG$__*Hu@SSnFBO^M2p=Yr5Y_v%5WOb_ZQ!6XIewva_?Y zy>Rxd`5ikeGfO)&GS_xJGP`-2aQVa;yh`T%n);2SvkgSY5piB(H>ta;ZgS1Z-?h$W#I}Ad zlGm`_K6Nt7q=mz@8#TDoMp`VN_!4+sp=X=IVbcW zOyOdW7rrI-(OD!(+IQFf{M!4cXQaMl0 zX*0cDdvpLFtAlJVTWDGlOwOuj8-=^=@tiyDwdda}lJNf=DqNKFR*NSt!s`#k^nClt z)|rzvzRH+f$JyT0zX~!dgdL{FqD&iOyl5L;DD*a4ggRLqH97`+^$erka}oEgwNd2~ z7kf^v!fbNZ%50zI@J6ggjYWs0v9AZd_|&|R4dcPT z7n>DLZJ3XD@HjSHd$ugwVY;*6`l|EdNCBRT-F+{H`sYpay?EYc$SQ0=d}Hn&tE@&? zgEmI9!UpR@IJY$#jUa{nRv#Yj?s4iIjkJBj*;8Wl^;nWtQ7-2xws7vv^~toNeq#Ea z4`!=#1J>T)mJK{wrtj&|8=v)Y4BCCb-p5R zLIIafX*b~BtgvJsWcc;*s^1@&Q)*Pw^YFPP zuw{oUxB|F6lC#S-k2&8QzB*_Vc=$ZR zqqG=jHm#hZ-ZAneV!B{7iq>T&DXlc~tzu%Kb&gV#=&i-)EVKu?tn^YxYeO6GQAvCv zp8l71+5P;8o?O=@?+^~Ry=dj2(tdmE1TkMG7}=Pwa#)?aQ?yXSIX#h-_T;&7io^n} zqv6btR8>hU-c>HC7CnW^@mGkMU&k=dPrcZJF4P)MeDa6zfz=bE3Q>#niRuC)aqpj-L}hlXK_8&O9^tNOwcE z9KybY^VjxVd=T=8I>_M2 z{T2i81e@q7tdO5q=E*hX&s(4FvAJHLVe^S8eK|8?|1H=T5u&aR?V}f~SVKQQKUJh* zbY|HqjbJle(;<7dM1P!L{LCv_y6>jqp8gew`hUI_M&ekoWLj6zY-z+he2!rQ8#!By zG{qYt%y38l*S)~Zk9A}riM2~Bk;vBCTXp5N#nHSwA0B2Dd+}Yw9NvDhtLzxIYc!s` zCxwC>erT4kvBA+MTC@4FhJ7e%D zKI22xR$ej%#@FD-FaP-b@vPV~;$e~cebR?^7*b#)CT>z5`RA1+3jbVWg?}19qWf6{ znU6(;4cE#&xskjWD$#I5=W5`-u~I(r0St!c-%9Bz%zOdiAGA0oQ0a}|P-I_Jm@AT- ze#YEGr=KqBx{_aZLMFI+Ea9@~k=Y~2-NRNGiQway9|g@SOd^s_YUG1zI{NmWL$4C( z(0_bm7KW9x48G8r z>m+mDiuc`pR7|9Pur`D{3--HO#@$cJQhoCeoIZo?3` z*ceQ{U<$1D#7Q?y81t{*=XrWBF5jiQdJ(eXKvl&yIy*_@tg^F}*d@TOxcT9nl=F3B_r# zjEZttr;grU=#C?o%~!I{c)XS&cvnWPXp=h(qt|pMdk&QE&UPm`O!k$PDWz(55RA`i z7w6lLHCB|ajYJ4d|6w-x?XBW;tRF73`GzpJQSl^nxE~t zwTc{0ycH?pd9$o(bTUT_kru=^Cw+k@Ypd4YlBALcUAe+dELzH&XVEf$;9*REo{>j! zjAQ=t4t5;R_IC3<=M(rcb1muKy;r{4eh0a25JvVJ=FZDuyoQ~fIi}|2o)oE(d1Gl7 zF4`1B+#0z%2zTk}l+(0JIuMH3|`R?Y4{HGroJ&WA&AmLkHekOk+^@ ztY&^=YW{Z`m1CL|#y7*PHg(M3spq^~p6ThrK1E2=g76#9B0S#SdVPz(j|C~h*M{UG zWRJUb2e%3jE6R!+$C{z65)hmOX~wSiMsjbhH~bvt00J8hb_0h_RN za-lbxwkC&>3tkF4s+YJdPbEZH*hIgoo0Ew4SbyujHXN#)q?{5{MOvO5?QG7o)M4_i zkJ=YKXWO<4C8VD-c{`ujANbpBm|KWqoxpP|F~fa^9=L@(gSk6yD*| zOP%Jw3#s+HuP;5?zp*u$R%X_jZLFMdomo)XL3d8$HVq&lbE%m;$c0?yfe?4jo`^YQA#%teYa&(tIWea663VFzC2j0-7%eb5x3j3gD&5kSJhT{RXe3Z%sbamV4_{m-AREmMvF?2?MC zf?_hU_3(*Y6pLlqW-e=*mR>C9s{2ZZp|n}2MDlMno8i;#8?Mbrf}922czH&0iFM8? zx$pzQi~tRf2a4=-Q2*q|1^n_21rWG&9B;9)bIDl2Kex&{->#Wd#&z>VPO>P7( zwI;$YGJwjdUf0>(G&8QRzfsjbcU>fPnxYK-KwcRgGS3HRgz@%QrIFowU-S z7brS1L!4--MUD*w2==D4S{8q;7g@Z{^eu7fd=SrewY>c3o{xNcryTWk)nWs+E?+-rRQHF1RFNVk4{Bd;d4ZpwCtX00RY9dzw4hn5vqB&$YDA& zP;9*#7XE$##q}oHvpFc*vnUuoSTyktNlMnO@J>D8Oy1huY)HEAI9mU5Il*_Akh!=%ku^G~l#cNOWn0kGpnwl-$6pzgAgHi>;&5*mRgKA}CK>L`*86{G{N zZ`xU4JL*6|21L^})sd9~uy;!$r&G*k=&DAMLyA(Gc8|x}FjJn}1;lTJc=|PzI|<73YRkNy$aCKis{7tCL1;(E8TbE zw7w2MQIO~9SN+7OdsV!J%otBPzPlfNV{C?Mo|S%o%&F;FsFb8^t(`WXKMNR^Nc_a4 zV|OA?Isjq8r)cEm5_?_G)=x6(dW?h_Y93s+Z4foAdUC{;!s0B(WATe%7xe!r;AZyC zHw~PjyJ})Iam8~NncUcT4g9}^@m677lqxkP4G8;GNV37FpAM}lso4@vsc0m~MHr-& zuD^?z<*gU`fDL9GT8Z>nA5TrrA5oD+deStIyi{%|_Sm{XT2IcHQXoIBW3PO=-HfkW z;SK3o_^M~}2lx2x;O0Gh&;9$yM|X7MhOc7|U)2^KlXP|F#SI^Yi&bl(7`Bjq0#&8@q?2VPOU038 z#6oxpVSck_YnUgHBb)Gf6vO-th9>x4DUlO-# zLa%Wi*3aRx2P7vojMNfm`)0`q)GtN;l1zMUCsY#e%0H-oM`TxRpR$!{P|OW{@R7C) zm*9)pabdeaG3?Ycp;D6{Vcqe^_V+NJ2Y%b={|lgu5&HSFfdAMzel-{P_GRqPYej$N zzlDaFSju1c2!oNh{eSwdzuxo*{=`VUql5hnpWZ+=6ovQ_N3uDbGl5_ah9uA1$5OM96XJJt$Y_x9sgcDIaAf7Tv%Tr&sl) zSX{)R9FuQvfOzcA`t#Dm9ipXrReM~a z1*ZU1!da!+-zs*pMm3c$FU}pG%4Xp=8A{;SE%&rD5oIWg+$FNj^F6sPOI|$>`_>%j zwAjYnCDK$@gIUWvB>{&i)!OUmhM#QDh)dBa>y-&UJwTa^sxS!cWAak7{K`V@*)H0% z#kwHlWbZk0K~*`&Y5s1lzui+W9^$1ltDD~x<<$TZqUcq*(9XCk6Yods0eVRFOyMMs zmDk{UBqraY1_#w+wAmWxng1Jtzx=4tbL252=hSzZzqA3Ke zhtpkoMb~FfMLE4+7_Mbn3NPDQuf5`b=ng=LJUm|M-R+FzctG^2!S1m4z1i9x(ClX6 zO9%O+)gpgjXOd##jfXjVum177?rZ;E=3N$QSuC}6CkYfuGhQcKrOLWd)S9W8_h z{duQaH7s)wfKLx!MkRdBHP=u{KpAUmCSH~Vx8r#aj?kk#M=G35wWVlj?9W3Bhk!-5 z5THC$h1S&=$$QBthtJf%rV>?j@c~V1qWn?85(S!}cYhV*=oAhXcWOh6=7e6VW#6I% zKuUmE*oTmN+@B=8%{{&7Jl&aNoq!}}r0|QDXsb1<=dxTXf~t?>T?fW|jg4vpp!~|v zbNNmzlcp|Ia>v>%2*X6Al$6TuhH#{s=Wv#p69uFXS^3*XKV1*??TDT7)OfFz7dUF+no=h<3RhL#Z!;Wx%({7=`P)(a_&$_HZ=x~K1 zeNQI$)aB{LH*|S2ahwt<&$?(j(=_tx`wXxJwFFKkLzX_b#Q@I9l=2zwyzaZG8WqtR z2>8_^`xdEja1q}k9 z>$YaY^x}qZ$ejoQb4_O#cZ)KQ&8fy$msYk&vqkJ#AxW9vFTFLdX-w5D$h4pB?ScMj z2zrLCxq`C|cj(gCCBWr(k;@}ev;V@apg-LV9LCzo-qD`S?i5#PX_~e+78`I1$>qkn zC++)6-L(udz02p*oicC%5XVzfLapG!5p92SpZpys~>`aYoa1G9^!Q+@e8FuxAKI zslcu^JU~s)HigW5l|Gu|bJU~#?pnx5Nx`0xPy4o2w&Ko2Fg)^ho@_~z?d1M;y^-G7@n^! zh`49nJuw4!7k7aihqIv9EVfi^qw1`$>GR=G9(O1(0SCyHU%gsy( z?nLj=8WZ~04Y$`;C2IasN!V)BLClS%+{Z>DEFJXn`W(8H*5SvdtBZ@U+X=yL}!c^9T{=Ox8G{U}T5srPIx#hXbA; zc?Sz}#uA`ekI0S%9L*nssZMUSlK9U`SG4u)X8X$e9v?WfZ>6O0jV_d>8Q$AlBEc#* zwm_fqLl!mjb03Qdp3uuUMc^4ql#iaNJgw5mR$aGUL9YrvSQySuXz|PVIFJWo7BTPg zqkUYA>=!BSuEAAkO5DbmDotpHeefEzo9!uT+f-_`xwy4S)FBefy{Kj^fu+7LO|=_u zx@Hj<`UveVvZ?UaT>&{M#;1`*HOV2UIt8N#4zwNW7&u)k931NWveCBY8U3kO!!ZIz z&Yzet#1Oph6%Y1VYwXucp9JM{h~LOs3I~jVFO-Qwm%))x1imN2i(dcaPcR5IC-%A* zC029ImT)c&6_kl7`$nLQ(bKGR9MX8B@al5nXo)s*BK^Y}(1_>V0(d=6-*;0c_!rT( z_2;j-L}xbXI1ONhLHE|Ww&IPY-6={2D6i`B)#eXDkAl3z@3AeSy|(k*ylI!+E;e61 z%VMd;blAvj{=DtTDv3TQ?55(*AEgieVwcf!8hGGP%bl06o0aJ#3hl!R3FX!ZiATmy z`_2%q)4$#~R2zC$-X5x(UJUAn(f-sGH6Nm2(%%`(Bb6y(o6UH!o@|Swcm47 zyKg~3N0q600~5c_)N{=Q3NkFAN@tJH&rV3zio|j3TAFNYz?OlmG|W@B%j0;`Z{URC z(?dGu?>wo}fe71lWnIYDCP@Rzl;*><%=Ak~gdMm}3-!Lac|3G}V{J6LD_JeeTN_-2 zcKtx|X1iXX8i2JPr(R-@WAqU*H=!wpU5>rZi6x|&q8Ty`m!J2v*Putz^&;<$Q#T^h zmlmLgQ4=&&bhQ^>mAx8F@o6q{v}Dq6b)_7YTHHX!;sV!op6~sZD(1f44x1ZA9RjW^ zW=NPbJLhjePvStcPzMXOreqgTVbmF;@(30BwCM9 z;AI{_I|Tz^XP^*BQ(#U>MGFtzHaDyOLM_l%JwK+i4zmauI^47FlL4<%i1t(MU$G;7 zPJ_Dzr+FJhnz4Ogf>;6~v+w8wT(T6H){|qZ!o-lKmX%PuLuD870WFhyZ?SWao{7AR zQFnd@sTlPCRsu(~I8q9qqjloj+ri4Z8+9ebUem>qFSbnkfueuF6;1JgPZT5$RV%kJvjo0t5Zd8hfn{3li(_{KQ4Dk{V-#~R#m_drx<}i| z@prWL?HgMk=*8`7?cgIR12#nakg1RN{G-n=h4W~;1DSa%6K=dTIa|6KJ6spmoI+1H zQU)lED-N`m&znlhrMQqkr1fg{W26lTUy#HLJ8uqsAQWv7h51htUYUQMvdam%tj6T~ zhkJ(0YgvxlZ~9A%gVx?0@DDzH^H^L2WjyD)*xkLGY#EPB162vF?g)Si=$dC7#gUn* z)&z&od~1ifR~W7oLn$oa6Zaun~uH;58d zI?<@qfkF9?uhP#KzJBJHT>mlSXRkSHoLesukydx_S9}jdXpPdx+ z=Ov&G7m$Bhl``;iCU#W7&OuCCYEa|ZK|O$l-=>-6Z(WHCIc#A^wt+MFIv2ep{381Z8Ulw*E&GL-dtr)ZK@$s~k#0t^!I$tmymgElt)J*? z_Nkn7fm?@|gExR%MP1jT$Kb z;IZLUG#cgVT_bO}lg7g*SFK}$#%X1|xrz8f!2t ziCVqTh#VKMhx48JnmIOcbb=FlkX=VB@T}ZI`^m!LHsAn$J5tK5>P3l~MbHT+<7k@ugvVW-wg6XO8pNj)MoNQZvtY50?e%7lao zF)*Gs)5ySLU#XJ|A z_fLM{;6DiAHN2sstm$RJ&59kTqUzKRTiYZNi~M%-?R11ay4f&Uvg;D+E7lFdUB-qJDP<(hyE@P_;ZGELWO+=thW-bD{db$R};Rc?(sqF)1$6a=Ul-N)Owg9 z9o9$VVOmO=*j$Dn#DX*S_2)<1Q}TLEP)jXT+vW32@nZcBowT)^b44INtgLidYLvRI zZ8R7&pKebvHr6`hn-am+?6O<1GMBAw{jnw8%<5?>9Z4&EtmAZN3pt;1LR~tX9=oI@ ziLi6S|EMjhBTs7tq?dke_Hyz~BQBkpDK2__HEjjO6QzO{-D8yPG}@fJ7t-(Nd#AYs zc)tQFRRBCv>u*K1ehzLxAd;cKs8|;*P1)*qKMS|XtBakvu0#v6-r3?gZ&H#?`>WUW zgym%CTj@eO|F+U9uo(_j@1Zz?4BfKY`Xbo36zTv5m{oCFOY!MJwT^Xom$OddAR@IX zW6PUsfWh`i?NiZlw^x|c$lhSIQV}Si{01tE>ql{&O(M$4PK@)r6E0Ej`(>khlH>Xv zBRWs0u~lalpNkT$dGYe^JKl(yQJ~CyKgtM@2IL}<@eSAo4huuqLeHemhp41!PqSG9 zQjBbSXO}N?KT!&DEAp0NlwGMd?P&TTPl4lWs^=P@rxdW6X3h~NmH$>_+F=xRpq-e& z4S;#BPo;7LR;uRPS*r?Tyh!3nj5aFQP->}-fc=%v>Bsh@Gp676(Y_N?V5lOrBo;!N zPMJr^>l0~dhlQ-z&06yvtuLzQ3`V)mSWl`=>OpxnUSRgc{mydkGksGkSMjQiuqgaY zxX|{Z5qKD<5SP68rk!^)2^zy@h5VzmkM>aQxw)sh3!0De?J*;P;_`h5=|hedg%#e; zv{&iM<_5CZ;272$9wnHNonX5(c9TqM($gk5r*gUBv#6h#vyGvgb5fCFN3YUt7a#C+6k{YPOgl1PbLwdqIhd=MXq>299Br75 zBJxBqPI2FUqY&G?sGY|1Z2*`C5*>1ouQv|`tCHsD?I(gkmpgl{`31je2(3qwNMU93 zo+apUA9vvrtBS!;ZzE{8xyd>1Vio3L~!I%$n6l zp5H2^{p+FE^&hYV{VVp{114>wylxvm^S)A1qw7;UceCV|)gmF>vQ2geE)!)Ed~Us6 zf)=0=@4h~sn0xmVjo^wsSa#l>sZ(Q+usUIUfrVD zkw(ZBaqla1oSpIR0$%b2XbMODV&Y4OaA+XT7Glp?rb59IDYD=9q^3pIt-XL7nNr$&Gz*XFe)J_l^^#AK5@`3&jLcE z3^o}FI=0po`HhMYn{j4C)lYG?Y8BV9$^?8jD5S!W5$ks9 zpn1Zvnqr-a`ig?Pv2v$Cp5n1dE1cj6m2(Gmuz+hEyt^VIvhexTXNw5$Ched#v^dA4 zB+tr42o%I@LM{Lg^i`+P6<4x!%N2f3t8sM-$!f^0#TC_YD7_o1jOhi5xpu;$DgIHJ zsEVfb1JlVD=kzpVl-1h8r3oz-Ajh@q&h3{M85ogOtEO==b>RpVGw`e=7L)JY zQh263wE+kA18sGm%VbKbJ58@oT%CE2^kUq?WQ|OlYKuz=k1r5h7qTh87D4eS_~fQZ zBdyuhp$QsqPO7cfq1rag!%t~EYvJQfhv>NBKUW2? zj%L1M9MaA z$>wi|27JwbDe z!gfRYR|K(d?fy~kTYH#ux#*9QbRZrk(YhUvkO+zU>B0J*_HG1DyS&Yw*=zp^lMMuI z>!h-^1_o<3&nKS`%f=WY4Nh^L6En7 zP&Sl_6oSE7w5DEY_g0GPY$K~vZ5VGN8kc}{t0jmne$}JbqeMF7G!Wie8zuI2fSTD* z&(t95friRjb4=UpNE;~QY&guLf3USH&~8^yHWYkDaSEz`I@%6_0X*jy#nwX$kKW1s zK$_|F>2?ku`lGqKSq0jmHJjOv*5{~bJAYbV8sBeEYx*@-%3-K_uPeCfQ=o9m6C2tb zV#<-z*s^Gsi8Clk&oTP?UM3W04#^Q~q{1?1EwyMS^PFDg$6cP22{Btho}!=FdaeHE z(E9Eh@OE+Rw)P1)BHRkNsK6=9a}Zi^&L6pZ2Hxm97=<}&rCWgn)&<3RFM(nXG{3?! zU@|#%sELQ$U#ga6V2#^h42ft|Ja+i7TTu1o1$&-kB;e}d-#t9l$<~yfzMdk-Dh(FW zb9pgq$@cdTXsH9r4qMR8l|So1+dJ(}4q45LI#kbo!X`SQO#}i|NIb}KyZZ4#ZWH+3 zJm{8{#(e<8EZejkUzQEofk2xAVQB%YehD;S^##UxH=Tntta} z9#@mgOXIMlF9SF`hA(-ca=7qB=rskTb=Lgu;Ec#`!{L$6d(7fE7>v{og4R)%yxf*_ zn_(3RnJw?VDbq;gRr?jcrWY+q@CLfWX{40G&DVuza zjoi2h0#p}glxiPKH0nX!0^Di}yUm#4Lz3C-T~B}y?I3xKzB@E_EI>j%tuXyN3g4L& z;u)7OeHEIn?pD2oZZq_2<7hO`k-(RCo!M(?>JU0*b~VXvke~9)A(Yw6x*|%mGSLb` zzdp4wK`muU_2xe#!Ce7jY6G!GOj&uLVk0tM+P2s2&NK=BFQfDZ0oEG~5Yfs)G7x z_Ni#Mrjs`!jbPoDk*#wsdFcl1KeC!XBFRMgM!!HN^ps(;JzmOH?NfL?gu}mkFQC~; zl$zeUR4a1;qe3bsQ`gJit>u5cn7m9z-F@J%EKB*7waVghW4u)3-~UMILKV5?6fhsC zMahs-M+(b~)i|`fo>5Ml_=Ua`d2NHle(V)VoeVWr%H{QHjzR^z^I5(nA*ZJd)lS=ZTtFvpkOoQV=7NHSNx~&ZH`< zQ3wIWV_jB>`qnN>tj%&E#LUipT@!-v!G_ux8@@SO#F?k}Tz<)X%^<6=2qMyz z-H%%IPKaHBz-%3Mg#TcHjHWE)M|xDh)^y)^3|KY43||wxi&RX^uW|QjQf;5lQL5-G zH#0hWI$6UFwH#&7U}qb|NM@{p7Lm2VZJA*L=IYNvFU7w$h*IoK`yO{|g~pSUR+GYt z(5oH%1#J1a25$3 z=LaDtz&XXtG(bfR;H!$oI&?S3LH|<^n5@X~AU=qZ;c@LK!JQ~3_S&~;;hM!tBX|mr z4?sTovEsuXK(2*!r!+mq`ET(yJe^TdXM^x}CITt6hGoWp&ncLanmC`@b$RYDizxD~ zNot4?JX_yBUtPS7iXfI9PAz0XywWc2(QwSMU* zhpofum38|1F@{r~qH|cR!Gb1@Tn86KwZ~FO@IWa%YS- z+eSUVs6-J=NVVCDc3%n87zKj+1bP<5GURYKSV#oPAvKBJ=kFfN>~t3t)NRdy1x=*>52a^qCN* zooDgVG>fv;tD}TND#dIF@(hh08}rhLz!I?a?mjdK$s%ZBhPtHOkh_>@O_}6*jr!}o zg2qjMajK^4zUu^lrusvD9q>8oFo+P~e?D?I17PV~U!Lp{`hhSaLgT~1^5@nn{3b58 z4nf3jDOz;|Wu&NINmkeT__uC3hRI*KwTN=P#z`mN>J@=oqqXNf;YHhn9ff~OocK_Z zQ7{WJLZ<6C%nA}di6jP(fFHuPMMII->tcF2F>QkChxG_vWU^Xw)W7bd*W`{c7?Am= zPqEXi)lD%--o^Nyhp6@+9Ohb}V=-NxhBSU{$QQHQP3jaXcw^V$TEdr$yaL0^&Ur$ED`d?nmul|I@A>2!{5BO~&rR5W&G@|eU-UoiABo^M+uqqD zVKGC#5Q$SMR2a|pSQ-kwO8<<=^R@}^HVSxp?a^$X_@Lmc?WLR~Y*APODeCiKR6Zv6kvWw;bg*d<`7qIto+j}A8|{RfBrv{xBs5I{U3!qxB2gX4gmdU%2WRZ%*Fs)fvD}bLr^aw>Ot_k z$JV9?AI!Ip|dhHj2!xgk=74e zQnk8LLA)|WdJ1zOn14^|&5-`|Te4?t^HjEdp%Qm_(e-gEHI^VOeUt|K#;_ z@R2&ZEX&N%(aTTIkmboXjjfF}?yQ@0!kP&ykYz*te{?#OsT~z}fMr$~G(=5XG>DUn zdz?pKO3r?rv{Q6APhs`(!tcG{n5Kjh^GB4Vp&|v_mWFxhwUTjDKPxVA@V9 zdJ$c?Q#39cSq)-Yz)O)1cVdqrD3%#K_!@mxRc`_C{CWv>+1xh(rpX%1?3S1P2-@Xr9;Fu zf1%5ZPuUR?SY}P}*OXsf#G(W&;vrI#E@ZD8K)+T{uXGh zZu&PR_@=r>)ki|T2F^XG8u764ngDiD*+YN0OI=S5wX0TUdM34jT*xsosQj%) zrZ@gYmK2SEc2q;7R(7STf@MVe@hX)w1st7Zdx3+hNub@mwY!Qe> zriNt+e?2K!RNUm-X~DCCeQsIiJ%ue|tNm0(;31iR2}k%*8CzBs{2&{|cI2;*)E|AI z*!}pD2zf4UxyQQ~6Lg)1h0|&sL{4;IHU-4X8EZT~5C$`BKxtTV31CfSpM@Ne*0mW0 zn#&E*;(b^|G(05p9fXnoVKejSjAwryPXjgGp?*Y@!VX(;>7|hM`&6W0ga!3W%z>ff zgl0PmY!hkK`=HHOh=DHme5y1CHQeN*#n7}e>FmzNK^9IeJu}WRZK#MbM0Xgv#Vv~d zElVP(Xj?O3jLa;!ld@yEmQgW!z7Fy*-vJ-9Cv7|2?6vN9sVy`cPr zj-TjxCmk+i!l*DWT0!43N9A`~8y{LvaPjz0uX59z=EQ7)Mng?Fr_y2Jt_@uFo;ET} zP$}%st<2lAn~w|pORN6&h+%W7;MvaO({B!k=WS2Ms#Qjf*|?x*{}6K zKijHeyxro|2^i6Vx#P8L=t?M~%4Zw=5yVF^{_0bqKxaKgPNT`25?TlT+9Ms!Bs1KE z2R&<7{d1Z4Q=x59P@L|&_qu8h-amzpDp}hDx92M#_#Pu6_hjC4+KSG7$6~C1Q~P`= zAlc`rXUfSi9bjGp2NW=Ez?}1IbZX~l`9Zu_Qn!N%BTln@6Hyvpwn8JnPJMCb-lGw* z34!|&4*3lP7?L|aX3s1Yw#MNK0cm*Tvoe`JwK3ET{*p>R8!IL@(z^q-6^qhz-x;Do z&ou8k@J_$JXa$Mx#sMnWYAU9mktKVaw3Qf`+Vjc~D*ZJ(KnrW>0lMc~oICLURMtkb+ncAH{q7 z?0mHx1shFjXc0cWCCGD`AXRq2n9#i_#fOe#t9`MzrT|H2fUD5aU10m+hRPsv-;`^1 zs0LDGwaMtw0A^#2uOu5#8*1e}?b&?m68;&7D+-_2ARt?Sw{4aa?1;bioXgeWqKm|> z?TKZOj%Cncis<>2sS)UP1$CzQ1L$D}y&$4-!sr`$8A@1IWdLgz$e_u9VOry_?N@oH zIoya4&cN;H@XeO>nu7J#2@0q=93P+@cV%~|d+Nd@in-BDx@4LPM%~<`IUyj&vadHM z1=1ZjTUTf^E5PvELHe4hAxvfrxuCX^LjmPNxH9TPLdpTn&KH#Dv!#LXiNB9ZV=-l| zics#Rz_)p{h=ik4!mPj5dVoid_8z~oniUBr02ncH+_pNAjrv@sAZkQjzZ-A{#;MI% zdGvj03pq$?l5Nn}J4B&hFZ*UsqPQ8BcqhyWn1K$98{B}Kn2ipo&h!)w?kJaPNV>iT zmevo0^!gaAY9v2%BD}3!*Td!jsDk()nB{N6b}lo6Y+}o_s~f71g&O_Lq$B(&M#gSdpxNZ8rvl-);N{nJe#~B=N@&-~3ZcCPtC%*GxVpsI~gn z5fJd09@u@x$jdWQyHAyst$ki$?mW2tE->DXEvLHI^yA%ig@1itpX)zO805c96I~76 zHx^92JzoRwB83s*-n8yd=O*C;-Sf=LQaW<`JUW&GUy2L^;#q28QV%UO)Hh=Ng*Gw9 zXKSg;`!-!7M9Ws&06hJAd-i+hc5cr>!M5Q*^w%&>JVA^~!aqc! zEOjevX5@32Xl>Qf_LV)8l5Ca$29*brdKcL7W8T$>sLPV?B1?Qd^iN}c)7ETA>T-_F zgVo#xZlwV@ni;dDq(4RQ=l*yc!LY zO$B9Dfk*Q|=jepqW`s%vP>^aWpB#x8KG+OOiFsp;q;e{vdA`={0-TnD!~OBvY#EI; z^nhkiOgMe>JrqVlfA#?k6W(J#hWeJzPhbje$pOMK`fP{@6hYX<9FF;LXb>f;!mJV( z=NTAjEW)3FeVY#ExEj1?vTDX%+|@0RY4z>0JYPtb{5JmDg5+E4p#vLhZek=TdV?b5 z78RWi_+t)DDi?}m7tHqF0nVN@-Ce*twZykO0IUvONmLl&9N!!c)p_V{4wES#3@kV$ zl5M6S&Slg%hz5@XVcO-xt|t_!Y!eFN7C?{zUu|-Lp;gYS2Th{m%{ZN4PmRT7Wb3$$pFrIvT5X?@Gb%fCdEOJSTR`Jh zv&sPG_gC(xr}IE$0YIk65IC$mzvFFOB`s&s69%S$SJ;K2(+Q4&=y*qKs+K8gwp6Ug zE1X&WF)`Q*7DQ;y4xN^$TTZAUi@7FqATN4zMw^3W_lTV)I;+c z%sFU2xQ&0@_Exb9FE0xu=6kUKNH{pFO(3(Mb}4WUTo3E)Y;8H%qoSbQ{25$S@h&$M z)GHiK4R&#Z@yBs7;b8Ahufb=JRN9i`(55t?spv2j%QYHRXWWbU0B0w=~E;n&VR?J67z zYJrctrdoem$x1kFj49m$c!Wh&G|=9ck%^W?L!VQQ8oh?dcTkd-jwMst0Jro^x$~#Kjc>;MY{_{#OcPl__^g+4Kfd$_UXpM2H6H+mi%;YXxh<9~?kYNa;vsTFL zZZ7LoV>DR?XF`l`MMut;J)eYHZC9~^%DXxzwV}BgKzY{;cgJ}yRUPWzzL1;AaMXsy z;W>b*f!Fu?DKZ)LXzXK+0 z5du1>2?1Y2;h%BaB8^#eK;^whsdq1WQU`)=h$D4!dz5-$5PN*Hp z0C!V2NWi!a!S&B@#ksCj4+j9|Ecs!p(%A;&ZNbcG0SUAWJ3-9TP`Jrj6Hx;e|9%R< zKYz%FHJ~fAWbQpJYEYwrYIxNzsPfSuvgnWI?!kZlpTa?xDon7IFf?fPquXdff-l!@ z{8j{%Hg5_mY#-xgOXwYuqhJiW9`KdtL=olU>f8tVE_h_KH5Do#sk6BtV}GLhI<2Rx z-UDfGF+E78O9mRRx!m3vg%Ju8$XuhG6k$&o^Sd%eS^cg!X%wc2Vc3A836)!aPPP9A zDACCeO}jf1(PHjX&>M46{o!jHtd$NZDfs6n$7Y~6L%^{9Fv{dunY3Q_J&%ROCjiKnOy)o6Vxk4-x+z2QDy9Jw!~@dlHvVK- zhWwz#51$uibR7E2DTJr9o4XH8G48(AX~Q>3ZQe%kd9|=ARnrP*D(e4x{H5)aLC|IA{mDJ zIsno2>`IC6%r%b?F24>iU3v-~DBS`iF$MToz6B1bdNoT8uN=M%gC~377^AIdK}+pg zP!P!E1yJ%dU>B-7`#vsB+rJwOJfpfp|PU&DRgm!WioTW1>)oA$s;*1fZ7QR+z^<*Y^z-ZjBSLjg*T?a z3(n*enk=B{s<`tzn(}5{(d5f|j&~1@HyUDj$hs1mW5p zM6&+-W9p<*>E`0$5DhNFdL$C9M!wlctNq>4z!a_)462ry)e#iG<4#Eu!qa@jE+*fH?ptVtUSveh6ikG-CW1j>q%G9>CBYdI zqv*jnz~4UZm(L$XXSm^fq)YEc{s(jK9o2NZy?G;w1?+-|N>M6Ws2C2FH^1m+u-O~F zKfP0%5Hb(DvtHd(bUo^2J*@@Y<3n4t{4@6vB6=Ia|Ti7yH<7y$M!RbMw12V--wMFl<%6F+&faV=QWS zjK^upGSpS%8|=(8+Y?t3NYcb&Pij(&*6|slV{^t$utIh(2`VIB%2d^ujMEgHYPzfC zC?|xfkp3E|vvm~|_>M2)LtJ5&tmRn)!XOo*sbvMVCpH=Yj4u~bXUM#~g2kb9pEb-0b#WT{QAVvn1r)dWv{T z=+V&EtewBb7x z#9#sQotYd2M?`qUgUmh(<@=lZ_@GZwk_k-@J3Qv#k*^F^5#ADFOQu)UT0;=kFk4^5 z7fyA(Ze2cy8JhcHlW2pAi625NzoBECCay&ee5)Toltsif(WD0rs zhuCG#PoGzL9(EEF`s`3+v<)hvKT5y4C&U4tGKgCGABASiYiX%LjWwE3NcG<$5vzd# zC}+^VUfPUAt1F3u^U4%72o%hk+4L-Mu<;4lqsuEdkHE0G1fKrayLX+S5*{Bw#9lELk?=0%W)IYo4XI)Yxx4Rn>g zu2@nnt!-;Y@dgqb+;o?y@C;MUx^nI$`V(BLz`FPv=5x{=?Hi ze&-%Vpt?n^6N3Si>v`Et4^I)MBZa$ZV0y!hq5Ki|r84jxko`f51V7^=FWehf#rf>} zKqByfVMY1p8mRP_FCpAp4_Hc^5H9yA!f{#bWL9HiIfbI-@FOj^aQ$+EtN$QhKVpR8 z0;bYyNzgr*Z!8P-M(ikG@V}UdJ@l#Atf9(_4w;!#*f`8AJviSZxuF0?pLg7hK;2>B z<1-&?54r|WE^djaUDQ|)54VItJF~PkX@_4w4A$(?(>}jHLCd zt+4R@7C(s-Mz6&_$wJxdSp#FteEq{a9q~%HFJ}T%OLm}3WKZ84xLO1>4}7wxuj;__ zzd(YYK8gRN1s}#wCra3Y0Qa)V11Mjam9_k{=}(jiq7P|s11le$rpbdD7Eyz8o*n<^ zUC={#953Uo-crEh_Z`g{{fCK*on|Qh{^rF_SGphHe!9O)hDD~%ADSLJB*K~#c7<(xbd3^r*BzUE!N1|dMX-@B|J+>n2YlR=0iM=dz58nXaUCK zbeML!V2D%}b!fMb-p1UUFuP=QLn(6jn2~a4H^rB8lM|F+$$zdOnsg0(R4lMrgn`42 z^4*{QqmA)s&<7(l0ra=s}26a!E>X$-8N3Z`Gib<-Y6so6Ev0z_S?$f>E zrpAzl(K{i|_lAm(@P_$eaQ`YC=0e8OU2Og^HI_0VZz^o`SNaAO%_& z^#wh&6ONR_yBent_pA^DN&Dx0LHk-8^n|KR@4E}%)XY3Ow9wc;=SEmd5qxNr%u2AE zCWRT>mF8>0;RdFYCujHqgJ7fVa_;0T~OeIk!8x zEi~k1S+jpK4D~AngJ8Pod`+@q{IHlw;q}Kq*TK(8>2>zmQ;26Fn4AWfQ;&(Xs3UJi zm48mt5$0-Di5Lq}N4Sk=l~ChpC{*Z2qBYWmuEXt0g|51S4n?x|`J8~y_$ms{KWDnU z?zds_jzH4GG}klAxeItfaW8^V@eXeK16_Ba__5ZHIxEoF2Fz{`o3JodV3jR=BlVB!`hYQoAxgWqax$I1v`E6{K4>Gl3ck>Ms0N^8b zDL-c)^dl1*o1n^T3_W=IhoxSQp*UkHLd1D?@T_NA8nRTuOngrPb$xUJ#bG)NJoV*U zjUwb|>G5Jl66g-|4Vjq|9fF*7(4R7~(cYkAeZK&hASBw&@N4iI)*P)tcK3j%KjUrO zIxg%pw*G@D$*5eLFp_aU;52l+=3Fh%m(Z>BU;>9M26RiNZ{O)xC^(&DA!9))&DTg! z0{eKb9Mk5zz#o!+QpbzIM4CcI_Y^#+q}7K;xAUQ*K+2Nr4HRY2JA;oucnX^NO6_IW z4;my%gy+QaC%)wvHES9P-Cc|ZuRpx2AdKxw5aLT&Sp#y`;DB$3fl;}08~b>74OT%hjPlV%d^PP0CQB+pAx`p`yNfX$Z!xV8KX^o1qI1u}%}~+2 zDLIWI_VUM-L2G!9w+t{#ZeG{6zFz*Jf!%l7i4f3fzFT>99Fd^tTha`dPYb zbTkS;#?DY~`Dw5?6rm0q=%8fegoMiWK5$I1-^+*`uxs0$r~9Pd^$Tt0F@eZ`5l96l zMOXN&@H$w#St=d#kvPCo3!mNNo;9GLa<%+rAr>C_W57~Af)2}#s|@I*sbIMJ4&yb) z>FxsL%&mlb9mXO!Du{p|MaIm*jD!@(_VNz(EYzW4Xg~#nF2f8hZkW2bMq0gu8Hroz zlV{)Q*#G#>u{8iG14$Y)>A4j2sYNENSSSzTA(lyneBBMVJbPu-!Rvto5d=3ahuN_$(=i!RY zLkkfsfC=I}oJfLaG@sp1MMe>-=o%+bXWi3Autm$_6gWMopZK4aO)uZ}pbR*w-rwrn zRD65rol~?vV5co^z6Q$grKaEm(v`qb=mt{%q=rir3>S#Z0nr5-z1} z%;z(lNQXA5l%CL}p~w;qK>ic=&#S8gd2ZO^?<`sEz#lRTS{!hiCA-pX;us-AViHuY;(?+`h#WxWcWe#KwFQP>cR7h zETxM?UJU!)x@z^d28COx1fZ7myA{+z*~qy-gz;%Pt{fgdhIFfR%YvI;^fI`7zQBTt zx>E^RgUJ%=&z1t|Cee))D`05nlQ!hfBjrZC3EiZifGc<=DZ7Zg%w^+XckBGs>0)FR z4eFKeRr*Rz9MVE;`43ur zD1_jOr&WO0pJyWZFXu&hZ$@oWlma%53psMHZoAPeN>TsmWS`ivl!6s%nz_F5%(l;l z26vq6o^YKV4%;;F3S0ALxUy13W;3o%z{Ivs^X(X1KNVdfd=RpBlMVG&L8emVmAVPg z>6um560O*iUs&EpEbh-AskF=(O#GQ-+nOw4Z8D#BCwYMIqz^+NDF80*Tu>BW&+>)i zx8eQrI@7K~omm%Xj69%6sl=r+QJ{A|+9~W{HKq5~#^TN_ydh<{G+YsMC0(*WxSV9y z^o7=<-y z#@k}Oijl&xCgH0*FGur~a~mT(0eaJ~tMV4d5)MRn><0$pXdekLU#N{MnhkF(fP{I= zCf+@gal%I{jnTowG8iEhAAWS|L*__%;p%%whsFhPWs=)Ja!iW#+<14T!3_u~$IDLi zDW_)kyay>{S|b@E(QHc06UJ$)*jS)GXeg4X+= zi99fOf^}@R(Kh61q0jpWby{PN*wwtNo_s7HMxo#j-Sa#2Df2@RIcwI+Cm>&T!w$Cv6>zDa-`LCBxN`0LauGvTM zTg16+sTzYH^1AvGrr*0+uZbFGPCMe*rqXv$@Px?nBm_%T2u}|;^3gVITs6oxPis9l z94i!2ca$?k3f^M0?Z&M;HZnqZHmj|>Ky4Uv=+8Qec_EGRqT4N#48t<}b;)gOC;>@} zaOTz;G+r23T6mu5I0Ta<57iBsH6lAHi&p*m=MELD^@4BXk^{VJ?wAs221ZG`d>JSk@#iX0Url9tB zUPrARObi@gedo;uSU0V=BSF#~@3$QF&M)kGRXaV>B1PQugT;k|X~(w1bz{gvU?A+p zOY&+Dur3u+EZA>a_}vMP5DzJ)O+7_Zkx@g zIu9v`y5?W43j9^*OT(PHtaeYMTzGrCou=J>QcH3-ZQWs^~kM8H=H!QMn6YrPDe;-Pp5k~iL!s&;Ry|e za$&kFG}YfB(KZbejbbRIDwqhJZyIZ?Tp9$O%xUT@Nypou03Hn_RV1njE}po2M~pbReOL8H?XaA+xh$F&0U;s%PXRuZJY@2@;96Lv#j3Th$PP>Ot_%__5IxTxK4tmfhqeo9g#xqi;}ND2=tF4H`40Np9(@BuBn@_Wm?kY z`AV6QhLSl$!TCqf6#qnPXi&+UrN+eOxYO-u=ssfwn%l*Jzb|R0cp)_!-2!}dwohi@ zWNU@1(;8u5#iS&lF7+Jt5Q@+U2gc_;r=w#at5jkWKHt-QW|Z#)PjUkjiT zuIIXSss&;NQ_=-#P(@Oq8(T?0kYN(B+B=xz=p( z6eZv(ubkVbw%BYoTfC^M;xXZz;B{_i-=o18156yZOrlrrM1Apxj9KN29|P1RM+%_( zUEi}nImxHln^aJVgA92-MKB$KqM@qybZ!D}(kM^L@6&%iO?&^^l%=IY6sG$hV~|)! z-h06el;DEZPhrUUX6e6-icvCP5T z?MoCh8IP?jI5*`($~1o)y7WLB{9JO2#3MAANwYISJUWTNoaJ_xR==rhOd-X&cWg~X zKwWD2;tES?HYm*CmeM^x1^|PvoauFBhV-g?y9)$9GAs9~3|IRO2iV}ixDhuc#(HKd za8n-UxTA*(AF&2^noK^ z`aNh6`^TzTouH!YV_A=b(y|0k$KtjnLC4VEN!S6hDnTCrI@$MJcmsVxfdf}w+d|HF-c+2i?wkql0T)QYR%I0XZ5(i5k@ zZVIj=Hg$NJKVMos3p{+Lpm>mB`sc|Ed3eGp+>u|AIyO_kR1=i~2v;g8ub|{#RU=|N621`~Cm_>QDWH zUH#-Ex_zZv`pp;Z60Fp?=wIy8#qrknu*Kov@q~B|lx9HN2q2YF08>>nL$uz5v2t#q z0r6-cCbGiFo=<^XQS<_z3b4=mc$0`=egDn<&hE*mDxNR0x+-?AY6xZJ1{dD<@w= z$@T@uA*u`uvq~$+&@L?4%jP2nXu*n-J&({PF(jj-wL5z`rMHnKv0s3-nVh&BE&UPB z$m`KpKo2yJjL8gvFO-L08hUUNkRx!0$5g%)&M^V<@p;)pO@qF>3f2_jqiM|(IB>n5 z1X@F>lKLZK1#fUJgyF!R7Vz5fC17I^o|Tnd_$pldZ%}o9bg6bi@Lu7KaJ(J_2xY}_ z-%z4(0PL36C8OY5{?1`!J|uDZ6C{_>9=ZLPjO}2ZKbvebn(>D~U@`t#>zOG$l$}xB zXS|M0F8~>Irm$AjD1SQL3f_LCD&fI8@{bk4eF2KG%F)!%beLq8vmJ2)k~Q*}hUuSg zGfPJ)TQOI{q6>tTdZFz9QRM;G2@1wl*fW_%o_oyhOk4E-f;s5gDS~LI)m77RBhL!w zbY^8dvu$C0%D3W~+`tzcUN;qlt$#yi4_WTiCi87RVP1` z`WxU>R#k*fbX*AME(f>ksrFVG6Ji&=Q{#7#V2wF+zCl0IU*SNe5Pj_mduXw~XDeN$>U;^(W%133Ng!El2tHZ5|7uGG^CJk*V)|(oEA*(z7B55&zu7sCF0-%IW z&gwmh`(+Rpxe3!2=k$riJzs)}T}71kGq8nEVS1;iUF&_+iy>EA*Y;{ddTLKG=Fkfj z1{oCPvjo&(gzzd2;4^Ya_EuNm@jD>zaWf8Yd)3U{ihcyZc1ER67O{YyZJ8=ou&p@^ zY^5EGp|~G(r%PXnJt_Em>0{iNY!9xWym9?|vgi9{cs?x{hE_Y=U|)%BLd;hPYjG{a z5pOLl0b7K>0_((9=2yz8ApuR2Y4yGVj!Pg-TO3$W2yiP9L01U>R48OG#;0F|hJbe|d(5#8TLP}iB3Om^)zoPf?GxP2zo2}>$cn8auA z<4~t-6Ewle#O9;bP7QsokhChDHPsi^wrZ<^(a4Xu_XPQCAHnfHYoWw0DK<|X=t;<0 z?cufO8sCSM?fDw5`Uj?pa#}4?F?9`EWPfp~Y`2u8N*TAvk_-KAxyh?o*>GDeNej{6 z(awYXYRejR(9)aKYif!l-g7%N!1!}?AZ69>D#?J+>KReOg|CAl1Z4$w(eYn6y1R(b zX5&yk>7_;&<(`@-eeVAzh$o5)s|*%}DBY&26Pd|6nYGqJ7Mb~Ei}p_6ZvD~f%*zsbp2{eyt2WucaC8LHskWf z9b*fy{-&{?k~ERhaAN(M5j2_2YZX^6v9ALG3Dll(J{r-K3S3^xfa_i>y1y zvRO@ti~ahx&kI^2IQdDn=s<7QGvgcXYJG*gxRh|&4;HrtenTZKz=H4hbkPw~b3gnB zy3>nmmseYil(m!=+}kRliJVCd?n#5*A@v zlEgmUXy~x# zRV`b#uP$}{&U9RHCUi|I$US=2eP+Vd?Z@S*b8lT)GSGg(KpoQyrcMJ5`{VcN@5};w zJT|k)dUbr{j@E{$>jbS5p&Q`cbXt>1KxT5fpQf46z7AOk?btsL|K>5p%y#9qo=~Ey z_6MJD57^yWwy3epxV8C%oS)w>H03erRF1nf$pg^>NX9Ws{#RuGne+k@Ux*!qZHd{g{j41mmI zFBBL2naN)?IoY$_joExkzxR<=HcFAl4}$UY6$)q0TsPLWi*55Q&YL*Sp|8_$dmCHQ zokv=sg7;S797^dUsy3Z-TtWQDmb2}x7q2y2!B%9;3}Vu<4tC7&teUv0W31iTb&bjm zWUFj;7t~sJ^?MCNn3j6n-go>qdyEmeRE1U=Ao#`IO6c->24OWkJ&IlKY(6;~Y&Q}* zsbn8$x@Qja^zZn5yQATfCJoLR5BzzdH;eJ@aHS{WEd*?9yjst3mhbsI(13U3oouR5 zR>kYlF>RI`Mb(q?>hp=pI#;P_)G=0J5x$hg6h}SI0~6P_Ep`DKOkhf0^fW0r$?eeH z0VT){cwUoR@HIWF9A!EOuO$@teRp;Wzra~hV`FTEz5CY0;2km;>%;MvLRsHRPuz;3q18Psc53*(%6%8;o4$Br<3u%j zm-2JF@zu(EcGn|K#)hukAZ+)ctLcN9Q*SXd)u{+6yBc@SF3ko8SSTrnw zr(WtP+MP|zz^4%Je!I2Eok)pa5*U>?>5U03F8a*AL7z#pUbV-_PAOwF=c=AdNzLsA ze9~x|I|FW|dV2K_@g0lWjz*ZhjY|EKizZ{wyPu|a5Eb<8Y3m-ft{L=Z6XlDo^eQ>J z+wqGciyY+R#g2CVZa1@n53^srJOO7QtCu|^buHC;2MbrRViBWD>TDT4d)#|ftIav! zr_e$rFpAb^QO-awI&*j*xk=ToJdg zgy&u2dbjD6)%cZw5(|rG%g738?Z%B|5p3h{wNZ@oj^i1b+F85~-nP8?&8$_&&e7|E zMfSyFHc|A#$}8B#)$YE@F27QLg4DRxDz0~(M>BF$F?pr8~b)}IJzQPm(+SJ+jv_#m6;aB07XSqo@sG>@l9&_DasA+~Ex z_%vOIGOs$O&4XXKLhFO8JRy56ZS58GdRE|>xl4TzK#y)2P4>^MFH)kpLBnN~thU7p z1W-Jr2)FcHfMHL+XM=-6!k1 zGKQfboFVp1RZd=537xl%HUN^@z^d*k2zIy=5>Wj}&28?W0>9rIV+@ZCZe zc?+JFG2$ipdfUq9kyD6!?HRb@!nf#3*4Bb@IFaH@a15YNfN!nR&NgAU=t8AT5^f*K zvkf7sDGvf1TgSY6e?mC-Mb)aH8eS8B__kF$tk3nloNWCWE9*B=@z;*>li2)iPr-nX+0- zeEwq9R0Y-p?HiLK3&AY@ylfswb@$`3)t}4A0B@lUP^B7_C;vOD!Zn< zM4m;)6IE5wh^l%GvJIMsO4~-co2VGMS9aW2-EAvx8Fw+*ET-pzODr5+d&V~M&^GY| zv#h=PHdX|)EbQ|PDG`%qJK5a3_tsZSrvD;#-FZ@L8LD74hqC{u;h%{L4$iiT_8&o%{P2IZsNXH^C zUyKnEpE!CzU2tEAKMqUw;X2XS*d?c9rr&u?=0K;|V$4pQq}^$;6fN8uvz-NUtw@B4 z7A;tpEgJ#7n>%u+#WG=fJ#LughM8CRVvM0~yHhiCpp=!oPK)t{@T8o^Ekn|Ii>DiP zwtm^F{jgEK5%}Z7(l)zI4K1y7sV@p6nM_(9=?pJepeE0<$c+ZOiaA2N|w}T zmdy%xJm@5^BOf7^d~-jJCK%DEd_U63Fkx%ImB9J=-7$|cZXU=BuALAz)8bNz*+I5p zwo^)-o($K)j3S>n^@K*eO(7;v@5MEwrehPtLaQRu=Fg#Qea%6?q>rzEGatT~>>;9O z#C09i^8{baJX)$T@v{BNjHr8iSA1|u7YBbCZVXd2GLcW>YHVEFlIyf{i>YGcdA1SU zm&wYbZr*l`RQIH#4a$wzSxcLBcw42vNwbOPaYLWDB;2H-LVs~zOXufHX$4iWbpmQ8 zHbdFbnb-4#^+XrsjeDa)Io^@!YTs`JkghZiP(|@UnAi~a#L1vuT8_%SQesDaagD)| zd{NO2GdrN=yNWBl7h6IksnR$bD>~#fzxs@uQ{P%S4CBLuo-#JspMymm)g)xiBibbf$IcSGLpXFT-Q zqVCcRS#Ac)3}-}j-sgX~#~kpRcrHx3H{LNQzI*$9qndq9y7c#?B2vdK{wqhEPW9Y3 zDBxFoq`>R5HJh03GL*z|tO}32%Cha&_j_W+gltP}OR>C2_?O(9J_aY-DS<7+GTiTd zN#A>FCM(UG6x?dkr`>RO9iSs0)A5m*rKKv?=X55KypmLhyz0x6>d){j9>U++IAgTf zFA-2#_f!Mxi!t@OY)xkJoxnS z51PX9`&t?rgX;JfGWBD%K7EuupWu18=|HTZQhK$EO@RK&Wuf2&esdu%{YLGxEb-sk z8+wBROOoE+q?!Q2aX7FTxOc$!aQQ%0Sgt7kpo9)# zlw0mA-ae>zpcwb~G`27TN_pde=9l}b6!vQz)YnP)uh4djLKvHhD&M^{dK zz9S(zJCH-MxiZl{qVrm)Z9!D9_=bJImqfL;6)=O+$@izVz(d^fdM2 zv!wPO-YoMXiFd8%IC^LgHsTg6GWY_i59YQ#O6Kz^!~6P?_)T{Vc-|Bcu(8U+Wjl&u zeJ(pZ%_DX?Cd7D3+GY)JCwo=}d#g3u9e50SXW!cCHjqX1Cr_8NAJtV>Undi>SKDdX zwN+{qE%Xf~xD7p{4o@aLvZ#8=&Z?Y~N(jZP+|>z~5F1 zCWpPHgI2;^wPg-|spt;Rq$eeZSmG8dT7qTt+Iin?@r=u>d@32b}H7$e39@5rB9u z^)FYr5BNOy)h!(!S@YLyumQ1FZ8r?qKaDI{OU-Ud$$!?_@oQx$t5(bJZH&&4bZK=i zdwki#_=cPhvgciN>$Ip^RbD~|+=8D*ogTH&1oH;I(WA}FzHwuF$BboNyq3VYs28q6 zpg6BlM(?V|e72ph<2FxSOo>>cQTBN-^_QaFcejhnm*f46bPS`nz{_&w8Ol#2j9a(Njp&EK>3CSMeJ(v>FGi2QEwrtg&4c}V zyH`l#lPlB+>Lp8(`bCCD?w0}oBMWK?fp(_6F^t-qXR0lG19|kA%(3ECuwP3y%*PJU zms44zSjfd<#I1G;yfJebVLvK_HG0!m$|c5iJo1@u?I#$Lf+zZ$i+S6(;4Bi8h$;4m zELoyPHnRTcHJYHSU~dyYK&vXryne8U7Q~k7l`y<`x5)PHPYaHl;qK{7ak2xsb>3MPT(+yHs?i_aITXNtJ$VwbS5afkbNCIgtU%2KkVGGQ0lzX1B$0+HopSTcC{9Y3e_Cx^pej=z;I)i=d z=G0$>mUiDhi|W$jgT_Y)8pnM`4{?+&Xc(oZV&0T1z2RF9lKhW^Yt2kD^RPT-57(ha zMRDY;Rt8!?NXd;$uBTKmLs#X7>A>@J$BW<3%Pr@-v-iQAz}_|UN)7ky5^@tA6zKE%p8nQqM~Zf2pLj**Q<(~B9Jb|=e9&-|co z2XRCx&@!rLG--G{OQm~2lC1gD5(SoL2HeW^S63{vV5x3XddPLE=XrAP9=W|7gm-$T zyrdh36@0+tvbf0}la@1@#pLC;d+KfjIYsV1@n?*Kd2G>_>_T0?(dI?@%kZmyACyyj zP!c<0$rKxdk#v6p7V{*{~jn6Jl+T1rYyf_-s*CoA`d*r2gRT+GpmwOared*!Nnv_aCs%byp7Ug_~C;rK;Mv)Pnk zd}eP{=6L!|>&djR)Sh&=Kt+9lv9q|WjwtqNo$pKGRLNWMM~V`*)F1FQc+0x@w6?(5 z-3n_`w$|TBJlR(Diz2s+M#CcE z&c${s%IH>6?%r-v5bQM=JT+M1b-C%vS>T_XCKKEaB}#0)oU?lFT9YIct-C8`KQxJU z{4!M5EOZ)(s_Qy)c~a?KQHaZx`Q^&_Wry&3P{MqsPI7+w=JzS(2Ol zpZe0?Z!<`Dyj(N1xVme_>`=9T&5;KsMuqRzG5tXe-+`)9zVS#aGn(0x32 zx}ZiwR?QhiEX}fq-3#ZZ41{{tOMcQ}vWiw}tZ1GNug=$vlC$HM+y0uWs+WHGQMZj9 zeX;N%q=VyrtfgVAv4IJVw*6J!uHCDbPeBCpHs{^Uh5VngGCE0%=}*p67^$6*xTY6 z6L@>5u25S9*ZEjfX|)t#7Fw0#(OJy*Sev5`)2TkG%i~0=vzN%X zBBDJI<{kg^)g`k3(E_|}s+aX!d#@d2?K3@{VY+02@IW!SBke5fR}{DPTRm)K-L$48 zE>QIQFup1(E>{=Ni6UMzzA9&@Q*YFYd2!4f)+NNVzW64cM*zsY=y^13lW`7z^^2UF0bE_ zgb3yGqmW1lag9q~8?!i*)VM{oo-kb5GE|4@-@6HbubJd629g&YdTcg?KF0&ome$X+ zqA&n!RT$1$o>FJ8rey+yxT0%3xhPy?hSC+@M$IO*4TWy0A{&nxGGm@_R0gTSM&5@H zr1h$&^$EYD0}}^!c!X4*02G*jxKhN?t{oq5r;WdBZNRP8ers@x0QYD{es?Ff!-GZW z+bgsmJHjkPCSFIEuMDhT5(iX;_C-8T3i~eiHgj&5yI_Tp=&^!jLme&hx21#_&WOhy zzwP?YM=%-kl>mX;dd6++=&f^(h?_j z?3euwo?%*zmJpl1j{#27;F<+CpGTVries*{&(I>;F8d0dE0%C)R^!58&6e&*R3Bx3sRKDmZNjeV_;^dpMDjZFk4F?Y&E zgF-O2I|Y~S{1v1uGP4Y;-^80mE>qsdW5I;D)G^q|;DYFb8{&^*-yRvT$P^tc`mJ)@ z=0&?xL{3+kAIui>&4f$|raY6u6@;*l(2zgMVcWal%{n5In6hWeKCI+Gy!j<@aekI# z?83U~YG@hM(w7(`oP}+<$Ub4y$e09V2h3Bg?mSScOV(vvay)4Z59eDEizi9bJ8-|p zPc%9iwy1L|Vz#T-J>;ATWN*mwJN34CWIAd!83b$-Z%&=|e4+CFTu)uGWV`=ayhu6B zHxCt?a9*@6-!x;xu59EHR#>h&QK{PO&AE?dV_sEZv0M^iPcbYt3rOQ2j}<@t_VG-` z>;=a*f34xvsbs!e2eysGAKflXbT-v9TTn>E<&P$x#6)W|l_NW!OB|h*E^Lckc|??V zbAFzh`rBJ&VKs5N6LyH~DpDBt)f1X>e;&0`K(ta7GaRopdwVM+Eqh1-hJdut60tnm zh`Cx+-$`5fPHJC~ogPgN_fhOl&Sxc-ZEmf~gO9wyd07He-jhkI@g?iIRc)=(3qGhm zIDK(DcB@yHPnDE6aH@orc%d*Tk9n|1+u`&E2~S6({b8Pv&28v;I`NK`iatHgo?WXnVnw5+EMtkFLH2H29L;-Se>~EaLK~FOnkW@jEkHQ7%&4L)C&diRn5n6 z@T|aY_sOa6Z!%DzdX_`dvM&m_H%RKoqcDF6Fk@*D3EEI?1Ky#T<8b7_WCsR2i+-7~ zz3M}6J_Nrini~OPK~R5wm48rKh3RUh`~mL09d;xq?i(cCK*!- zys+}FpUnxR>NVJVFt-ZE4Cl_8NKaw$O2iVUWrf5@7MH^DLPXGYMg@!&8a!d!*D{>u z!-zR-7CL#?z8A!JzlH)J9+4bN`+uTwkR-&>QI>oeNR<>{P^IhdT4qcM%h5wtf1 zfK}&nn_2>wMx)#RS)T`3j=S=2WfHD~Uu@ci4s0@WrEg<7t3VrdnYs#=`TVCF+vs2l z{CO!0NYLF~0A?&DXOY2EMnl^|O2J&6*cA^@OW5XnN;Y9qz5;C@kOhMT%{&te>fs=r zjO{Lrma%(50Lwx?uYE$2hd+q3bJUvKj_SFD`@LV$Sg0|GD!yeg54txxlKs1ke*OG1 z_0tBXXvB&3jLHeSgy-x7V?sqUK!6}y>H#{1ohI2ztbnMU6WyTlR@u--5;(-(NpLoU z{!f0D1DTw-G0YSW=vS4{CA_GbE}B{7S=}Z?#3e0H0B(o?*@S$O3{VCUT7m=-Px8Q? zvK=oV`BqWSDPcZ->2VP8z;1gZzxgcu3=+A~;LC#1Qqf9ufdKSBrLpS%l674+3J|H? z+M95=AnpvjiSw`(_oETmmWx8Om^@v^r)n-wJYXAhJuK|eh}Bn zl5u?hdwITJ>Pcq=)nw8NArvTRAU-7)-g6wthNVy2*9_YYV_^f)G%*$+Au%JsVkZN< zpn1_5Z{=I>V#%xi)nB^6ANhbtklyL{%%#O=SaXmu(!z=up{gzFAlj4cn-Dn+BhtWE zQ|%c~eYHqK7cKUR^eauBQlB#IeO3Bf*QYAV_`nN|daanyQ0s-|ix%3F)eA4^p^!Iz zK_?m}oK~Ahmg0-P;m)Ps@Op?SB(hr9NhLVy;k9da zEt(yBM(u^f)gq$B<|j-nnbL1NGLm-7?Y(5XEa2gX>L$;vllTnVniGCYw`pFdR@NLl zvLooL`CVX;{OEWfpr&6{i9asrr%+anm0ks*MXn8Vf#)$!e$(y>zbX$Qn`*RYC0vtn z-EAii)3XzqPprY*VsYcX^e1UCoTWqDX^StEi1zi*+_UtT(a^0>G$QYAQQGID5j1`8 zi#R!-@GGg){J3%cm)Vt>ZNbvIdh#P@1-wZ3fYIgW1>y18lZW^3=jU(Sxt^(TJMN@d z6Beyk0#cs{;!55*rB9S~yDYxCWO&*(BH_~0xvxwgUfs54%h~#qO|lAkEHAb1t|>S_ z`nh^Yf!R)YL&ODx@`>8P(z=iO(e{MCV{0|YUlE~Uz*{|2F=Z?xCDG@9S@0i@rM;m^ z@Tb5c5?^F}e~7*-r!!_aQ4uWovbEo20gTtnoS%hBhn{8J&bTKxdpBI7JPMFC4^ zDL7ubA%H^$iyU(NRzeOGG3L=Ok@&QYd_UL^#sC=U4tGw8MY>LioRb!w&!LKmU)+ z>i_!fYWL!}`XRU03)=KEjQp#!yRFl3EGf`Za&b< zUAg*mGgA~zz$}bn5&&~Lor1;gS!{ZUKkJ5Qg&}|-KzKZKaE<>QWWbdJGkb>{z&6o* zgL@HC;<#exrl$m4&wD7Sljrc~1xd3(w4Cn=cm#Uj_H_ayLm_G>K&Y`nAPz*N2->n| z`dgOXL{B7ut-iskq3a0N1mlgTOxEc!bLRLlZJwIq{UQrHL~xLzW-?{B=d>YE{?-`L}_ZC zy86Y#G5Y%Zsf82BSnNzst$_5_}zH~1LlAQXM$x;;3GsW6>) zqrePS@{Z6Rm77hknV74SKOPpesoJHo`B2c#KYzJ*_i*jKo$ua4YR5J%2~v_$&&7SG zv4RKAGK?`L#@tsWhTpBmaFL$}x6ZLNz&kkuuc8UDd_(wo9{dK=s{NW0n9(UviO6c* zJ{$#YWnRhWI|!>Vk0*guHP__&PL|{u$Ya~j(;%1ZwD(A=*~3|=5q%K;ysN_9fdDQ5 zOUQd&uB?Ux|G<1RrbJPoc3Yn>(U1mI1RyU4&b)c4mKmz%fp(6gnvW|XNH||z>)zk* zLS^$6_D}01f_83)-~lfM*+aEX4Q&A94C7K{z?)^b4X7wRHoTPrPk%rM2~P4`2M5$R z(K4D;we9kKXa`N3`>pQRXUQ)QUBaRyPSiMSTu6hr|40uV_%{pLMueGoJoWnkdftD@ z12l~a0rh8;Q;rYy{D2-aU}6)GJ2))JQOLP-ouvMS!@kB|@1O4c$kmYb@7H+fF>{(S zr^@C{P_59k&dhz-FebYb*I#01py@tB&^lzLuFW^7h=*RNX3BJ=vSAj(I@ z-nb_B+Z)g-p-QmiRRebZr`R5njdm{zB&eO6_miJ~t(vM|`>h{r&e!4^f$;D~L>?Q) z?rcxbFP*q&V$L*Od9&%2la+z)OV9C^x2I}Sez^Geo=lZ^ILQD}_OOMRMsH9%OW5S< zOY2an)-L1-f+D0WHLL4+B_Qs*!MGn{1QDoP0GyEix&~o+K}`k&j=~srN|6EJn>49G z)=w2WQBvqvArwfC#dZ7xAwmBT5 zcpwmG4(pF;1Z=hG=4s{lxie5foEU30L{w;Rt(m7!3OL_51bhU%Vb%NX@}I|d>^=3m z`^S^xUuTJsb_}QOxaQ8307>bT^G;=GGsxxB&l22b74osOR_*vf}p?ca7^^Ldl zE!0aqeizSxnrtCdY0YbRgQ^6a7$c}gzj0t47@>d99#soDeCZ5-@76Q3wd>RS*($ce z*3Xl@yLGmIJx4_T(rx>W)k2t2uWnVq*l_KLOYE;%zfIh3&l;$^HmrIAl=)@NGWWMU zLnTbGeaaA%up*w(KJOg~ZtKyB%46gIbfk`D&pnqQ_kfP$Px${EYiAly<=Te*CaK5}vS^tzm07V6l4Z(Js8A9X zNydfD++`k?xsptU3=I-8Wyn0w%9x=gQ=yER-}BzjexCQ+`|16#+rQu5?c95<>$>jq zI?w-c9P6Wq*L$P9x{8faxR_MHTln;Rv9~LjaXhQ)=8@9&AwJPRDI*a%yp^O1-$Ot#) z7zliaO|dUAZXT-CNXRVe&VOM2(v4KF1)2A-Lo?<51#@!9a7xtT$k9HNEC=`CQ7o`xkS+K7xwHd&DPo*4 znq>kmB};`=t5*_Hgi^4oHD%R%4?eYXIy^&Xo2vG99LO29x-3kS(VpBkhx@@MsUnB@ z;`GZ!u}L&32$w|^gRT2*6#R#@<%gX8BacopCVbXt+iNaS+RI2q8CZ%Nha;WYTn;;t zyeIn7?PCZQU2}U{n@5qZE5!RYjQQ3tUa=MX|YQR_c=#&^05_HdN9<#lYuJCxLFKy_7#gL zFDH@p@aMu7aOrCp3{C1~Z#x?;mz3Ico@|Oq`Zgny!myD(0)Xhb$eRt_zx_m7{As4k zW_TA=_5^dCTAuRE$Y9$GsmP*)ld}5;%_`}B6*RFD_DO^-paf}K8q;n=vqv=r^JMas z3JFyX^{i4Zth4lXXRBF0UA4 zTEc#bseTBFt2dZYY|z@Jxf^S0|C#%e3w?+6P|)Vbop_@Bx3pFPM~*pvEw#QyKs~iK zW*I7~;#fOhaQe$2gcNkMZ}Luf_JQnHBNW z?APANac*fX=S}?ZT-I_w$9&|7qvDij;c+r^8I*SMcb@+wii}MdpNtWUSCM*_byfPm zmCkOJxY7|W^FOJ3yEon<$6`_C;nsXHhgrxjlz=>l0|a(V$!$m0z`LSt1NEP|`%41a zL1Wt`3yNR_P^V=#mJbBm&o+*5%7HagPKc$!(#Usv5{>DuHmX>27Gq4ov^E)If|^4|C)Hs|8N-0 z=e?7N)<$D6G8rZADnMP`ZdIKR?y>#8fZ1+C%V`6)Ub{giI338mdQ0)sp)Q2}Xd~oN zEpmW;9h$GP{l0SZ%%VFKc*qVI^0lL@W9i!>T(y1|R6mVLMG@CQQID^vqshxr$gKHk zi;CxX3qvizYBY0R?!nw-Ig&36rBVtSZvKNU3&9fW=%)$*Rn7cDfkvXsxPgn}(MIUQ z%%KvzG3%`4ZPcjoHNS-nnq6Yp&r1rYjp`ae1< zF0@)rR3?+aK_+pzTV{6U)fY)fR{RYi7?0hsgT?(yv}K!ipk-+@{3P6D4UM23@b5xc zc9L>+O85v}a7Q^2={yE%Tht#~Ou|M9DQn;2;U?|%CrpT;-?@6Llgmtqej%pBtuO}mtFqWi*jv|rllDmcB@2^Y34@)Qi}7Di{Kx3BZdJ?RMdioH-6VCdh5h)E6V^6d6;mPfJZ)om zaVB28$B8GG4@v6Q_VLoo;Rl(n4by#KB;7l>pvK7Ct&YF8U$-BB>jV>ceysE2k1Vgl zVj-jv{O48fd!z+fYwGm}Y4F!Vz{c+spEaX6`zIkeoOqTV`@fe%=4daSv%vYWIDO=o zpnrv|taD1S#t5kBjU1K~rRxrTd!qhiKnTGgk#1G{5QnbWMBh+O3B(CAaJQ9aX+P0s z-E^VLp~crxa53!b4#XES=yEXSOO$Y{+g-Nd9<8Bo#gEZ<|C(FBIL7HYaA~C|;-T{^ z)s6=&#y;T!I>Vz0D-2XQ0il(&HHMcGRjsR#?C73&#;?`+^xE2m!h~*clv|2q&^?YX zp-d0UDKMQhW9*`AlJr!>@?MrT=Qa-IhT_j|l$fTav8?$Rr(23|h>J{JbDn+dhjIAc z7ym?wyU#zSOG)N}O|{@%{`27M(q+OE>l(`N{SvLIaZ)IU9vPKYgH~%CS(^*&_c89hdesH%y9L zk`br{7^Uno@7`xPGJIEm~HkMhmCT;>n9Adhl}NFPUECudo&S;Xa_wVJoUfb+9w~ zXol%GaA_Mg`C<0f8Rveb$C!MzhEqGtq@}}mf`~1ib^OAA_%7!c*MXe&Qk?m1uMG1- zzE?ulIvUqo{2p;)!((^Z4G{slAjaN2IJ67L8XqZzUDxZ3mF@S9fBgBP=Ll}R$xTL6 zT{zM?w6AY-| zSdBfa=X8BZ)p4OHFGN|2tev!(PbR&wHzr)+TdI-g{55%C;gl6t_0D%j-U>wto%=SE zvR}TR?)T9czTz|fwpI{he9e!L;*(I!B=brq7v=|&LF4Csc;qmwmAf`eZb^M=;9sE( zunc=A+{Nq7k)YOpXyXSGe`hHvU3a)~PNBg$p3ELB5#Ef8DjZFSJcSE3A}QVX*knlU zwG!6VU(BlIB{ZG43yq7PJ|a@HuPEvWLvcj3bWbeVU6q53%hJg~PFj@YYRki4V@3Tm za!u)9J(6S|3)6-lH2(2nD@&jKmC}C~kPP%fxKE_3A`uewx|ouXw?|Yhm=1kq35qEc z_`f>s_!B>2ON>&ehU+YxRf4z20^~c1KM_TKLKCagpO*uU) zUC?0U?ZBiVr|10+3^DtQhF=SD?>reV`Ry)``qaJYWyf>UI&^DGynfH*hl!r17L5}Q z>#6){7tZAFq}rAG>4aV5SztcSGS2PSwGhcZMybHVm~E$ znHdR(Nc{d~p^U~x52k+;aWNOYxp_**$m?6l&gpNv-;hGCn3_`VFFrN-=Bt@!hgBuM z#Zcdp##3c+8%wWHuI2OAFwIC3o9~u4XH*&!UTB__jA1@Iox52~FuIm)uy#pR`b33Y zfnwgiNB5jo^qyTK9PW^AVSX!l@=bTpa9ENFv7RZDW{{9rA0hPY#Wv0|=JwC>Lc7Mw zKiha~If*hP?_rS2{yt%XJvuqj~8(qq@9xxJ?jAZ40+H1xZi1W0=-?}Ctp6RTZ)Qsb* z?Kql}tbWU&&`1|lm;4TB6)%?3u|Gv)Sm;(!n+F>9zR*>C2D-VVr^g%vx}kJ%+{O^wEXy@OabLy?xTVMen8(*IM9=ga7_M6Fw97uRHrnp_4g<5kK;!Uqil)Ec5P5$!}i@1RJ_ zq|OWO^ESFL$xPoHy`)C@@5XU zFjh0<8~^)4LF{hO1jZ8T$5#d;c|o1Htz3U!@Xyq~#h1aw zV@g`^qvWIPTPN=s`a2uX#Nk}P`imm&z|+1QDA8BL4&sm;$K2?A>0jG?m)>wDyX1Vf z4)&)n0Qw<{Q#Ze2T~E1Z!<+@MZM8 zqj)KOdo^+)#QzH=aZ@tOA7X2F5yT|tFw?)23_U3MjKYWKti zdm?xjxSA5Y?{XdPca(8;ybm`=vG*c_cg|Bs^8Q>o_I1DRZ6U_bA9M$P+dd9d|89C& zuchVbG2K-qB}Zt2vL^f-gRGLATii*tG*Pyu6LiMlZ9EFL$jd&F1-%PCtUpH}fpQf(4hBMyc&$wjeecCB?#*ta* z>k<2RH3#-LjJ)WWFu|Ytw7w?BU0w!hjtfPY29@;-+WW0G_rbhNH&zjXf{Ket0GD? zRdkw5wo^BzU#phsgU*nx-dx-tboSrzGscMT!rqUa^cRiv|DNyykpdL3|8ee{vsv2r zO|f{)SKC9TbksL=lka0z#a?{q=Tz;=)*Z*Jc&;N0cD`c2*&p=j@(J@FzJm?I$cJL` zw4FXQxuRHKk< zR*RSPu9E+Lz86{>Be5(Uc?A0qXDU8IR9sVP$c`dMNSImF9ZeF({Sn~l{)|5W!qM{% z?=6u9mB(heX~x7ML(0quL-WO}C(rI%pQ3bhk5+le_&noeeRPDb6O29^j@VY6;th09 zD*7;PSOvoq?Eqb1473AS^Hn^}s2ikIDz(SL3R2cCDnv64F_XnreUdtHmbNX%zP%8c zxOSfY7UmwjUL6>e0-aL}KT1gmU*8)aLRMtfZr`Qar{_Yx_#(1|CTIed#q+XBXY9I= zj#7i;F@3LEbn?E>zfUS;O zCbzkqVw(Lyz*~JQ@O5unXX|*i%OV+bK8+x#XjgqHFpV?bDJ<^Ut~OryfuBF?pvBt> zmchBteuRWI^FLT;B@3o30rCPEr)W3OCq+sr(}gSkavy-Ci(dOe(GJ8RDY+2IocG^$ zWG8P!-^DVis%^|rpr)XpNjx!7YX-BRCf~a&lxI=d{I|vX5dlJ_mYnuKP?Gyy>)!F8 z`{S==c9XpLNSq!1cCQqvxve>5A9SfAhz)VR$!mEJn*2^}p0~u`!030`%wXq|ZPF6` zsm#7#^6K^NJMV0G64`YW&23H!q9}2l*q>iFa=fD9ulCauLjgp;CC)1RtRzee7;p;- zHotXZ-W8bqd;2Pq@rJ#&fdRevOC>=B4YJts+>S(Nt~&s5p;GhJH!wy6|KEo9Xu9y8 zaPi1@(OX4A6R1WuF;xsQhnJvo^F|P$K>oBoIXf*4u3`x2D0X0I`#c}Q)%X`jAdaws z18hvkUSB_31;ddk@7zK7%B#9G%vJW{DzNqwGMB zQYg#=u>u3Z@#npu0Y?QAr#MlFGB(0PVsK z%9f#%G3Z2DRe>NS^P4f6+QI?TQEPpRh_%YLNcUWH7A7$Q9gj?ofikSPdB7Odn9DK`G~}^P zO&Z~vB+yxIW5n0q;C5-KqqV$m8+rC!9p3QG0-j{z|QFmYP#+r z*PK{wr(J#=l^}k{FIV`}$Tmf3mU-rTgZ0?1U{;d(>I5C?Z>sZJ^1?Z4h+YR55@TP&o1aOqUHG^P~{)Sfh1YF{^)sf9Ur zf<$j_+d9mOOqaC~vuEq5gRQDg^qrLWd~sTDNWp3==ke~;n(q5=i%(cT3<(=LDvFNE zMwAO_V-$%Jw2#jX&_2l)%;yckM<12Y&!cqLwLKm!v?C(utMcbz(-m%p!AsvEflzer zd&q&Hw^A0Lxo(cGHQMcOo-H~!92*_@=-z7D0P-CF@0n7!=D)TNy`JMk1Nz=&%tw5( zT3GuGM~k-X?Vk479wXbak~MYykD`$dO?U5@aXAG}Ui%;1pxez313az(ftWnEd9d;b zE5p=>p=1JTnA@&Uh+=m@0WFkQT&iDd1rIp0li_(;LS8QS3fx4t{^Yw!ZPh~1Qnku$ zJlE;0|2CNdLP*$u{#d%&6k=*t2h33g_|Lin zt|FQ9CtTUno9m*}nSaTPOCj0!XydEj9bh=Xdmz5b=Kzxmo|CfVf3U#+e%pyh|NglD zJplT9E+2AwNcC@N^MC&v0s5x+&prnj|3Cgw$UjfTtss3}a8z+v5Hg0AAm`x+%0di( zsVJtfFPr7lR|MW9rC1mh11|Gi=4+bNRbzXy`k>@+|A|sEkbe>nS{CPz$6t6UCle&1 z?Pjn0c|c7DLlqu2Z;9==e%qnb$JUF>fH1OFQzUD^WbUQ3X!+0o?Vp%~i187wSV!nX zxq}hOZ#1}Q9*#p3IB+Ts(q8EL1P4q7a7K)mE6_Qr2}~BspnI#q z-{oN_pR%}hUs2aweQNT=>qIR}!N2-NwnpiiV1l*a1J)`h-eB_}6an>HF@dQ-a_ZhX zc#*Wf*#neRt}_P=6gRwq47$(2g}0cb9`Y5?u&byLx^d#4M@_?B&CI6a44|ujf?|m_ za2M?VKu~i4`gV19^QY({Or*s-N>P4rJHomAMG0h}l%pmmXZ15l5FpO~9(ayX8o6KN z!iIUDz2E??fI!gZPY8r>Xe*KI5^N$}%a$plSm*I70Xl?_GcdFpW?pE+%Jjgcn>0O`C=typCqSPhGgg z*nr{xcdeQa<7v=qbqySP<*@K4fYac&XZ1D8-r_dSd_MuEASoQLN; znhG!CFZf_GT`}Fa0dSo;AQ;s&s!<2*OsMf}_;;i{&p+gYqv|7cUVKWzBE$`Rcv|cLo*07yZRm!w2FeC6;N>{?o}Vv0usLgbo29{e{4Y! zy@UqlEkcRn@^k`4LE!5Wdk@$&-;Nhdi7J5bmRj3Q#4mj?d;virQ#Vnd1|?V=Y66aa z`1u1q$Q1y8@DA__SqJjmp=SZ&a2hgRxydiX9A@SlWXCleX^~v60GjxD{c#cC-VpP& zk1)-<;=BXAi93I?ODtS6Qe`@`BG^49>GiMRN8`>QFp*pWRBQXthWf|%Y47y&k48_W zxXO@8lI0NVHZA7{rOoIIC4ViceRKKHR-SUG>?}|XoG$;B->TL3N_!D?7Mga}DOFz; zYPJx&T)Hu=8r+jo-S=ez@#2yLjOZQ^+=-sxl=h|=)@g>@r?_L&)UVu62%}N!)rb}Qg9YI=7+6G_id&@@oPBE9B`-Uh7|0G|;O5W9~ zDb<||^7V#2!eVvWDN<-2xC~Wa4P~|mNT2CetmT1HPQ;Ifg)6*Tv}*f=SLYO@dwK9D zIr>?P<^nG+w+P&V>(g1Vja~(O2CF~T#OFzd3b4c4a~tXa(JLl7dz?*lG)^n0E$fM1 zb@XcPDABxp6CL3aM~BvU>Sa5pZ(=_J!9sRdGx3meIXtG)pa-KJ2lrrh&+HgMq^SCD zf7R{}ENTiZ$H3y%r9_!flyw3Bndi>RMxJk$LXHh{pa1O=@|=Ov+vOqI0^w6qwqp6g zzn1*jZ-X`CO-gr>wbjU84r@t+b04(Z*}sN^;!V8KC}WDd19!@*?dV!NWH5OJW1T`g zqzrDFHZV2VZVGq$La~+gqyWht`11fAzC$5e4m?Bug|k0Qi7&oA{{i*ZxlRAA-c*kc zFpZ!7#6E~Y^TdnXCX9Un6t^t$AkOOaV^8DOeoL1f8+>KF5)2=d{JgVxO8VIBvYE_B zV{nO|QkZGTUaiBdLrM8u>*&hXi;jqN20yQ-YG00)iqtA1d)tJez+dVk%xoH;J~h;p zEGOceugkIL89q)Oe}+jyChwCDZcf56^b-wdZfX*5#1d9+jrbHee?x3Dk4vchp`M}N zJV8*Bs8Hr(?4VWDJR@P#`apx*c0#CYfj7>u^klfr3SgW=lp9hdY+mZdczF0F%{Qt@$%vXN|Bk>{EFBxgHXKG-%bDC!erQ^3YP zKNY(leF-yOVMOsmaa6Cc5uwC?rab9SnzYMImpToWH2%32CwjkHeNl^Rh(3!_^d;uc zK-4NUL8S%n)kcN`)762AaL=iq=+wL*8e1M91-RpqJov8LVV&;yAi&)`LmO68fiX^w zK6+D2HP}FK?|UA9%j6=FZanX^qh^?H&v>iP7h8S6cih^fA@nV+h|^!F zb+juSwNEnVT@h2ICY{C6swa|SxbKzB0D~M_*ErCyd{v72P*SU#qga*~-$DTdboGjq zKP1y_bRxS1gnFcqe)Vp|f%3O;2T}{SlcM$?^B;%sh5OXwINhE<0D>e=lVzfyDdLRe z?!c*t87!X&I#q6b;^PR;=B*N4tx8u3v&(NzWlXGC#tQgJW8?-RA36~ZWy=35+IKRA ziA)j1m=aHM8l&3#NDF0ny`z@8J1{XbRA5hxycO3o5)(4h`i>`##N^LbubeUd@wc`49qr0wsg(NsV!58_qBfn#J)?nyLUm}Ct;)hPxEU_9xMhifFe z;YqM_g%m-SSm*7C+G!9eH5n+l?4JkhLweb#<>JoEQ_;1iJ46vxc~Wd2n^Rz<59Iu6 zZS|h~+O6qxA|Zmnk&GFYMf|-?pH)I@r?=?5ol0sgCe&BW)eP>s4M#gL57Ptd)n^EA z)VdE|p!DHQVwJ!3eMPOMagUfX5Tcv-oUQAuQpLUAGRow&1X2O95!;H6#8Vcoo^ns)!g{3|>Rw!gcd;_Ynlvt#U$|I|sR(>Tqp>zDg zks6OCY8s!(xapU5Made%SH0eoFcF;XJ8EdVosnRxm$%(bCOHQSEQX#oPe%GSTaonJsEqOgQ_{+l)V$J*$%PLxEvXr@ zY!fcZORj%{=2iRF4%nN{h#=NIPcp`s8h`a^@=AgR(mc;p@Y}eE_gms<9PVZsg z{}108E3}R)MWj;OlVl_p|3Xo>4Hfk!T3K7QKY!x*&L+3CA*qvgJ=}AVo=5dG7De!o z5n|&8sKA!0pvSEKpa<*%o!>boj6-?jI9d!+u3hk*UW!DCrA1k|foo=m!#~_Wbzx&r z{RG(Tzd##@DW}haV9VHQq=dMkum?vL!)_Gy5<}gp zP|hT$PARZkz7luaFv}ireb|Pgbl502hDVJLTf8)cd~$Q>?a=iAd++vjRw>&VQKS6R zmbXz$<|Iw8ceg)Dz2rbCE~Bv`V>nMtE>)?XbR96Ggn0VQqtjV$5&>_T{z+Ms1aSQy z$kvKol+1-%QO-&pLb977<2iZOKy_Rtz*T5qqc5l_w}E96PJO#9Y2A|%u*gZqqM%R>aq`^T z@V7$o;Dx@3K)g%khlrmS{*L=^R1$_=z_!qraj3}7rehDrKTDCfp-VC~0EuRE=m)Es z3mUGD+er7!d#%Pn ztp@C{G>91Z_aK5q>ou~$a_-*M8mmH01n{-CXUexM{C#e0;;%|`x00+LzlXNpE(jCj z)>%3q={T>(gXtyLm^|i9r|eH5=hQ0-8+9H?KQYFMmdKYvCgColfSpyIy|}(tEW|VUth~H_l4*J4n;Od?0M*HZ{IjM{!uc4+{mK% zy*!Gsp@uW|Zw8wyvknnJex-Z!@DbEwPHpI}>`q{J{%$0Sj^5Z4B`#4jtv&e8@D0ug^DAL_20FWxBejnx@qlmfcGvU(`@{*0Z7Qc8!q}) zO6nZy8=?4*F$jL5>+s{ikXFZl(|cF=IiQ_-ewAb!b3pQlopvA7oAJ;#o%QXvEoxFd zO4s(k88Hg%yu2p%c1lzrU$8hZgk|z+5!Icjrh{oPH)0tH_Qgh0Utv}uqzm7kjq!hA zX&Kr#h!3aS5_h7(PXuv2VMla7R8!M79q8tn3AeCzzfD*DbB^+HoB(6mEjzpoqk0U- zsBg9Efy1jRvhGhEpX;T`-U}ap5Yob#A3c4s^Nzmx|Gwm4xb63r?vK)> zG2Kwi5ssnL0%!4kgGa_4<(y2!!bVQmQgI&(J;SdTH1mdYM&D&0y)OQ30P?aN|K^Yx zmg_)_06%xUP*cv?n~5`*^c+vrpE$G=B|_7GaMoN$j^d}$RdA2ffgQJA=iMwNE zyZ4bnt{z#P`yTyr`v^|I-T9oiwHl%X7I^~2--`+vr3*cl$u6FaZ#t&ikt=Zb7p+Bf z^A|6}GPiYG+rzqJlHbce^&)rNX)Sgy9}YD2T9RH2B8BE!{bz?L|7V9_Ud~sVVWQNF zgZ?Bi#_0CUKKiD4o+iVv(Ny`qXpdct$dktw8RnD0E1$6ZUxIVqT{^7HS+rp zA{f%Xaz?empV9HICQ@yXqh6MJ8vx(ouj?B`CQ=6CbBTu-j7sRGaNt3UnpY%%o zGThfQ{AUE$P{Q9|AeS_&rFc-=zrj@K0u{{^ZB zJ(76Sfgj@=)=}AlOB%YAW<2&vvEfb!Rn6wYd?#ZWY|4+w8Q31vCb<${QzdmS(FUvsMBTCk}h+dze%3Fc%wG*P+pFi|9prJw+e2D zf%1f1gl#Z$)j(xrhvVuhU5SWn-Q*0fkvGU~#(;PFK?NK>f z@oV|=hdK^6NaL8> zv?uJ>b$PYLrV03Zdb?h6{my1R3blD@Vq+3##$O$Z% zYw)IOBNn=iD4|jGxSFNi@AQ;L;X#63k@GeVz1zmrJnv@?dMm!@CXAmLe8%x9rS^-P zq;-1s;sVj`a6-9Norjy6m6*XR`8c~TK|J5C{{uoXDo#SPJtX8ecYR7YCO-5pCpQr- z6DdrP@&SrF3x@5aKhNW@o=RY+FqkZgaH5vg_~o0{yrv$R@0Nf5@<9C1wX*~B_uWrb z&<9=r_Bgp>$I#{TYnvM>!`Uj-vcL2jcCB?=Tf*$Iv=`3y7g<`S7F|2kdMvkTJbS<^ zzwy>%FY~L_`#OECEhzJJk7KyS1{hYSkTCplSgeh_%s&p3Ft`-4mQRzXnF`&Ev(HjD zL%ko83dK?aGnWLXQFn;Er+ax$DQYXjV{%- zn-nkIjDs$JGNmM(>?YyMCYqE)jRy19`4993%G+pI%vOdQfEu?`m_52sBuhDi}Ad2<+p|zGE`IGQJ~!csjP!&DwraX?}G&e-{8e-LY@vA!-Sa&X8pq z+tyn1x@(=R{QB|es3MH!AI_4mysf|~IldQ4|HjB)9Vbne)FN0d(|Y}8Et~^ym+I7g z3b$yiHAIwKL4~F*TjD}@eRZ$+tR~Iu)?c&0y|x6&c1=j9O4pXXdLu8GM^3;7aQ-;e z)nSRDG0Z8kiy5_*wpIlaW213_)c7s6M@-957G~t|>&f)&qSsk8PLD8B_2cQSW91`K zf$WD9#gwK^MOxY3igG`@(l&tbKGJhefTWM`s+gCG;Ik6^g;fYfK&qLx=Dd&kGh1D7=QOxuPxQUaH z5p)t4b29T#y04=jnX@5VlOt=4B0VeQWIboI6{bqO?E5y2TGU-lz8!j=a~*MT@A$z| z{w^-DQ>@QPJ0`3AZWqx{Z;tY3||jfnYptE<9UjQ%m>a+CjaUSlvey z!5Me!@3HI1r&xP21?dQcNQj*r66Qsq&a`6q*z}!sF8Hmi(8FdI-vaq4?SvE9;(;md zZzYyURvcHqJlfJL3k$hCbweoVnA$*^O?No4=~cOWTjd48Sqq8+OjKH+MU9@k4= zptY;RX?j|_2vMCMoH`4aWInQ59~@cF`lrh{7{5NFUzZnZ`Q&AssKf_lJY~@jGp=l( zE9laxD+)))fg#j}(6QTK;}3Ke`Op#JLPOTd^9mo5zfyZPnYgX?ppQ`Z;c&OHU-hA^ zL!!+YUu$0mlKDujvua@%sEctU^R151pKe>sw&Ycj7)ypLSc*^`?}B`7&{0zIFAf`? zVm_TD%tlIXSy-4hQhJ3gsCwhMcBviWr1B(MB6=}agf9J>lJf2Dsu07_9xJh=3F;%Y z;wk*Mf{k96?eB3T;E%~w3C6z>WtN`N#~IA%XLQoUwOV~H4HTMq%V$^qB?sS5z!c18 z`J287u$T`~;7sPzxt4!}GyMj8{_IZ?wjk<(&Ad(43e{V2nTQ-*B!m7b2(DtW*MX{&ipGymaQENbbICCP!<-v}l`98Fos|$!pw3NTr=(qV&p&1uTwg0Sw zKy)M;W3k9@a9PYG=siRyfrzB=R^Lvsk)X~w&Z_i_Ww^BahAiws%;I`iFXiet)}VaY z4F!gcy30Gi@2_TeQ)YD4;B}plr z?=WTmncZuh96^PhxCiPx(_u#*%N8np;ET zyIQzrH@>R|^B+vdXF z>9`bZ`dL9i;=acEOga8{(uY-Bn1cwUK$0lMkA0mPiV`Mf1C~mM2-5_hv(txr|l^Sottl5dx?6fvGWh(YTu75*H?Vp|8P>BmKfZVGgtvP z0({m9ZJXpr)o;aYzP=Toj(%A?Cy~$nl3dgM>PAq_KTDGMLR{w%mqdT&tH|E3r9uQg zOM*$;$S+VTU&eJ9H+)<@vKTotVzDf<$=7kQi1kS1{>MMTp8E`%#HLmgnr`xm@mq8&Ii8{$t!QQq7*$on^V*}cg3gcapH-6F+~xw;FXrEi z=Bj_?_E%`zSA`{k++qzwf=i5||L9b(rqNTc)_>R1qFtqX)S~5YC$OBckrf|$=Fc-r z37I`3zOr_H#DGxw(^z{79*jxGjC%}nb3ZAx#E*t4qF$NV<3$h(i$6{FoXfe( zp_FFqi2qO}ylSey^2*CT$?5Sj$a}>*YfLOIfHH8oP2mpCJcsP^`#@MPJ>j(KLF#vy z8)AnEzvls@sa$llhn5V9aNJ+&Fh$CvBLOeyj~?VkR84zM#$`rKPkEI;BM-bvDwJDw zxbqd%RHdi@?bp#OXQa7BWjJ^+Ui%o1KBu;rdlhdY(Qzcrz_DcfVYNWRc}HJ5Z50bX zx|a_Lxxj!;`C_OX4GDD_!heO>`dB&y)9~U817J z@MFje_UtOhy30vUglD|%znnYet%d?zUnxYZ>^6*FN-UU`IBdO83}bc7!4sXzKnGAHvN3sGfX}_)SYZZl+be!(%U~5JIxhw&aSESapJubErHu+1IF-ZrWMrzO&t5`m7i$7#`fYw23RDu6QW) zfrFQZW+)#zX;Uc}xmiivqb`;iF)E+<5R65&{lvwUW19!qYNeP?QV*^$QDDl=!j&s{2kFnLG4sTBX0nP9~|5cxTu4B9-|FI@h{7 zGlE{x>e}ZjF-kT#xcK7i-kc8`mcLBJP(*9`77NZRM6m@BGv4iZ=pV0exitJ3^^ZQD zWtvT{9A{?@rJv|7^fdJz1da>QcBO1k#=b3Na@L!=C$)ti+0f2(yuEoDOi4&1y$0Ri z`gC(m+mvWZD2JKEDkb(__;$TVrwOa6Z$1dpkmPJ{6CqUP*}ZF1KW#r%m#DHa)Zb%n zJFpt%9HF8EQ;W71y3GhHYO4ytkfMw#$pwiNy}J#^v3J_u4O~gtszZo&9c5xU`Y8_C!L#X_0SO>Wu*d>**@5$lha%pi9G1abqcj+I4#NYO3e^Zm> z`uKMaPb=zNn#w5TTD1$6YmAcft@GdzBzgGoQ&ouqVclv_T5VD+iI|p z>pk2$U$t|x5RuVuM)-jChgK8b4VOo2-8o()l@pG0C|oexI`2XoZjw#)>7p`<9M$i; z1C29Xqe+MM0doTQH{^`>L=Ei;F-5<7VB30>mciUMJuy;cl zxp`>V?|N8f0~$F7%)lNBS@h>3w-bLSqx7Q}IGFNJ;P$3*slf@*|L%d}?!w@R4P;KQ zz+ho6)ul&c7dH7egAT6R+X{kptQU`i`PT{{OiIqebEvb8Z-wXTHfTS$06<8sf`m%- z2TKqXxdjaC%KDIvXce#wzRwrtvJ2Ad6TUF)|DEbF#ex82cyxLhNqGmxu~Q?EmfDWuevp{j-`_>F#nkU@+N){D3!_Nb(kUkJxEEja_i&$AN|N%quxFOV1U|# zcOfgTaRQ}CwpM>m0}=Qc;L*2tDm)*cJmgw1Ek}wYd;c^)wH+8vP5)ySB1pNq3iyWX z4^I11bgIj9s_8OFos(9jtb0!L1dpUHp(to!HMlNWS)4mE25C9Tse%sWe}d3KMna|9 zAOdWqTNO}!y8v^!O|q5vnJz=LB2v_u01r}2`(p{LONa~ zf%}Kf86;OCBksC^;xy}opyiowv6qX`tZy`MRrLlK$e5-~10J;mh>nW0yo)O1uO0o5 zJJ4&s+oAOS7U<6%Hj(`j?K>zqx(E7Y$xU1vdgWn5#nXk-5{Yv--pDX?4C0(QEC0Mj};7zd}n)JMUd2ZzZ7JiAzaP$ z_Xgf*H-G1Bg>%=0!S|_g+x1@g zbP5&)WHMU0Z70U81?Gc`{5~BnD5Q`Ra!bk`rZMgAwLS^@sgMGUj8K#I6Nb_l(XUSO1Be(b#1vHBC2BgQ}O`Q122+wM$jMh04d4 za_6}_u!DT`$F^HDJ*FTlyA(oq9Y_JVRg1vnV5}xCaC^zAr+v?_9R_Zk(6}G&< z-hVfG)=Ra|&CS#p^;;@cTxuMZ@-z-PZV|kdaGL2h&`e5Kq(Iitt$4VKcgq ze*uemMxy+_XUee(klpipI%%b0+%^4Q)CPS|Uw38EEukA!$8)hr50F7i7eo%39nFc=_;7aG%~v&w-EOUjkI7S4u1cl5#(Uu7m~i+B^#|HF&19zAOi-7=q{WXA2CiuuCm^*mFfKE&>geVfd^pB|&V3ZcGSUb7k99>3}gc*#` z{&E@4}5)fnRWm3q+9_9|KU$D_!r09(MSL1`TzIJ<0J7ewhl1u=Z?Sn4*nJz zPxOVq@y0vy9ArB1|N586<0CDM5B3Mp4RiJexz|4@*sm9<0Yxak2q*Gd5KOGUfkF6i zJ3yoz3R|{|z-_Ia1OrWUR6Be_;QH&w=$y2-GR@+{y>9OJAR#b;xo>$^iszX(Hbx0k z&(kalbDENO<>s=}%fSY6Y}x0|mzxJ(zDMJ~N1ur!gf>IbqANvTJW>R(?$Tu_DGDTK zBI*S4&o_hHNv;>W-mNYe7bGwpZRGd%L3`cliZec<$A?U(o$oVMn%!2v~G&kLnN@56a5@Pnbd6wud-YJW;E)GqC{HX~KE%8CjC zl7sxpuc*Zklk^nSoY-$5idb12Ly+{ds1RcZPP9?j`*Yy-VW*lUb-yn=JN!(T;0o}C?OyvrGSLO zrbSv21PoA8N)&`m_fk4G4U&R{gn<$wAR&!(Dc#*lhrl-%*L^+D{f+M(-+2FV=oso| zt-aQH&U4P=_#Ntr%xQ8t>+)DTR#dfssR-yde&)-Mx(v5KU3pfyucq*2ohBtdHRaS} zmhj%f|NiisFX0qr?gT4gDST|t;tJRXYHwtJf)}&*?=k@1q-MU_>)9_Ny#gBXs+;i> z+n{o|-8})1-cmGpHQ>^d96?Zg(f$Oe16om~ZoqX;eAkuXvfDQeUCXjYz0bo-)dQq1 zTVB#yboUqrdE*s6R5ZB5=c|yE0=I^vaSd=d4pM6{>Ma9t{;-^jjZ}!(=IE`>X1SjH zP&Ru+Ge<`hj4ls{>C6(xT9TzloR7FLD9})R_KjC5?8tGX$0cS=Vsxi@!3MJ;k)!Oa z<9e|zQM79h)f}Qo+`&j!eY+0%j2vB6alw;|(DBdU3wXj_@&zXK!$3q~?O|(kUM`-A zcfXWP)4zqPJ7AG~z4Pz^(_{cR#dyxCTr zqfy~?`R^){og6wI8f0s+ugm!P=x#$N+>az{#3QOiMh~20(~Ka9aL$uEyzWr}FJY94 z(ywv|LdN+8bp~TY zZ4B$4LJt$140l5Gp}TKt@y60A1U49v+@3cjh~Zu+*OCcbY+`dw|~SMvuylJ?Paa@>R2l>*8AZ4jU-@9BWE zDWlkTsmrjPefFfsw)j&?^%d|Mm77sw?r1Z0@fv{0%3_Yc3k zo1?;2qte{`0}E}?E<9g0oS|wUL)JV^)xKO{I*0% zKlM;P+$IV!a+@&~Trt$EHe0{fe@yZVtcG-wxrWsQR~~sz2v3MlNSHkS`}i5n?%i0f zeO^_1fladWSCNKigGIS?t{tELwrp|7JhPBRm?s>XuWx+oSzY?uR^zehWX5c$M~vb*h0}HDwYJEeZdifgP!Mq7H>68Q+X-hQa7} z^Y&s}Gouf2FdK9P@lSlzcS9qtdhE8r@2Vnyq-z%}SHi7dFyUxWW~9KZ;oT}a|8OcJ zLIvrAx^_F*%H>La0sYXFl!jIi6^0ubq%5M)z^VGr=cc0+b25r(U47eIx?@9!iH%gD=&A^+=%8ZM^+Z)@U! z_W8$fTDC=$$cc-J0YsEG!%Htx*&(2W;bedQl(v2|hBJ9d6eQ0-`EVl7zEmzd0R`G& zMt8{Un;(-J2M97R{0}&82*r$Qwsnit$tT4jAI^dtPL@YfNk4ONmND@GW}-uK{ni25 z^S&2`)Dyz)B%Gol4{;yTX%!sCU#N84r|rw0@a&A9<=-W(Gu%B_=a5KDYdu%p{mqh% z;c6R1o@2L1b;vWr>dnFbb+3x zC2_@_M)D@2n91pN;B9owYah^K$XakV$ma8~t9sz{;{HVCEjH>rw>5hy@sY#d0HIc6 zF^}myQf$3go!%r_J;hAtNYOA@?F@FQZDRyY8ZlFW0tqu|`nlGg&(xoPD^r1Lti`JC zc)w^7Gi#vG`8c`z*rGRTT=hUiZYhm0BR0!4STtZcPo@nvJM|unJ5ofwMB$g!W#=@CHsC%;T!iSgzM5l^i})^xu3mP*al`*sBg>dlz!eY6XaqFlIn1EFg$C-C{{Im z(wTTfsPT)foGx*X{G)(N}4MzuGuwAUEIu2MP@VX zf!#$x@Y4$j(_1?TRZPT%6E)TsRcf``YB`5?j*J&j+G^Pm+IUHgy3JE*XOLw-nC$bM zNH#NLA(;?xkJ}Q;%MkE;TuRpTNM~Q^(VHt-59%n_kF5zJ#y$dZVtK}5%S33w=YPf@ zymDA)SL;6qKPX`UwTkvPR=}TxRt1(Jry0ef*ym6Z5?Zx-+jwvJkMNf|cn2qUd^fR;1QId?%yW9Zx6Y>k5>*4QUFQh=VVSRajuh4WF+UCyWq z=o}qDCA{js34(o0vNK8-hQNS0M>lw-J*tM`-Fvc5aEviBB{y@nkpMmQ@{SS58V7%M+;P02-3yd^zFkk;5ISs ze+z%Zx&DIF=yBU%&|^-!dh~ZTKDm^Y2`agSy>hT5{j26|+s|rZ&M{MFC&V`1K2-Xt zW^uTHj8s&hI>*w9zwT&()CN<%SjR-cht7;p-ZA;1)MvL((3v8#G++4&cdGR8NJKdZ zS>5zyhBEgTU^ACOk8SxnB13kXRbQax34t5TbMwBgAGPy2M*hG?Pq(uK%W)O<5kY^~ z&vLM(ts!ukr4tf82&E!}p%i$FOsgE76g+gMh5%)UlOUv%aQeJsafIIkZKYKRs@Wx~ z=Tu8de4wvxKO6l(&%6~*bFZ=|&_m53u$DDFICFAz3Z8^_D5EywnU;hY>yM~s^O-KN zA&5$%jShEvDpo_>0ckj`1-UORD+ao!5vZ&g_Mo&`4S{~;Aj1M+2t9{)U~k_C3(#AO zF7yb$=J}=vRH=`p5Llt8q`+q|)BFcYTF$|yP1*GZs7vC0Gd?oiH7e{Cu9!^?IF z&V_U+U~(?);3%>4*M?0BZk~llx?G^W@ZPpq;RjSoTZO6W4K07# zUtpfTbGwMtaLCwRx+1_!Agy6Ke7i&TA9~}P!mj;4VYX9qO5dy?=lBKIi<7JMUxafJgXB1y#YEG&@m7BH%+4X%o z|N90e7 z2@e;1o^Adjsk(AHE!mB$r0U#qe`{a5QX=g1zFdZ>FZ~x~hEs1m?SbO0%|tW5j+@>c zzJLV9)?Z`o*#bB(k!=G4AQ3Z2UYDLHdjaBS+Gj+tIj-_rTW zr7ly3Hn7E=Xiu&@g%J$CQ!i&om;&I&6R#C7(%T!PNv2)bjpPvVZ!tad7HN;+64_-x zW#3YyeD|V}$6fyWA{fDT98)Iy3sYr)ln%W&JLpw-RSAYII&Be6vC!po*~d z|H7ZJddKUjlT71tpyJDzRyAU_d|f{?@jjto27iUTNT;xR!%r>!*fr)HSwxbJW=xb1 zFQ32WwXD}|Lq^{$lg@RjIR@XIiUr1tSpxy89J_IUg8nd{(!LhPl6RwM-96Ene08>; zEYRQ5I$D~lq4C9EttTYn93|`4c?YkQ>Djxg8{DnS148mC`(=hq@=t~R_|6`QU1ys( zwURMwKgp(Y$I(RSKl?2b;ivHiJklpMPDSL=8WDxOw5Zgkwu_ZNeiAe1s+{d7!%&Tf z7~LHsG~$N-ZHCg9xp*%vLJ{BFBwNREu7>8fAh&|t5`wmHh(;ggPR;I z*7yondxkqPFVi-um~S6K0!45oW^t6n>v-^bENx$vg4_2UQW@ubgR^#YwsS^5HrZA2 zxp|bi10!D{?)n1M1Y=rvCC}c|pPU!_Wf)LyPd704HAhl0QpPpk@)&^ zWN>y$NaIfAJE1N?+cE=s!b+_FVpz%9nRmCP+lpyFI_pW*Jhrl%x7A|&0Vq^qGb zpxM^~2`x_uv8;whs#;q>iJ7dm{6sjKuu5iQ|TS}lV^JQn8`5q z)(pntt;T{L(f~FIHS=p@xB}dOw(JJc9C3{&m+$gk2k^Y>;`O`hMxvZUh z%m-f`@!v~Ke^XcNJIq>U=XAxW=fV~b&fr_1@x?u~-n z>GgEJiyv!6%0rjabz`r1({N=(T<#CY;N^&2(l}0@`_ntL$zFT+zwO@S zC|c*wdpc5U{gm)^>yO<>gTmwGxVJoR8LE8*$0ZjdOmc2Zvz?QaHl%$v7s+#hh%eDU zjcKB^!ua3kI>HZCzfhjYq;wrJbgFmOh#EarHENtj%b!D0{JlIF8 zk9&Wl&m{Xr|bZa%B| z926ceRh1M-D>)%IsqmA=C)-i*EM^|*Uo;ZDkN#`3$4R>lp@9)b< zPbI6wlhDwl`0NxQK&?pQyIQr(gtFAJFR1WCPA2ZZ)lxH=FK^`#4 z=xOqr-r96FTxhei=Ci$?=#F64!Y+s89`lo&`)DhBm5rEA(qbJW zc2@UhA>rls*qL?*)i#MF2h(tpHC}omoMvKKh8M-3kck)`E{w@e%E1$aHR&VUwH{l+ z2l^}}vE`mgtS<3SY^f*uYpDxv^9jC5r#H)HOA^sqHs0q2r0P}&Q30|C>&q*ej*tVh zMb@;J?s_@F!%CTc#SV8uYdh4i(^Gvo*P}`zb&>@IPhj-?mu_wwJpIX>9ysCGZTEvU zl=uYhyxbd#9V}E^^lbWf37zg*6tu%pAklmpa{+%L@w)&`?GNSk$NVl;_#{-@l@vF+ z8B|Z>QfS-!&mhE#UYftGy$Kc0vl@D-s~3L25NXN_`UDI2$vO49J}$M9e^UIUzaU#c zX_Yi8TAo6#hS?8e3w`j?hAFblmEgeO*3;s#5p-v5)t3$2$7u7&!n0}uu7(bj7wS~( zZzinSrp|iKoWtwB+{#LtO1o0+JED^MgCyb2FqZP(N;=}zJ&j>No#~M$qPZ$zaBFJ! z(O}@4-P`v|mUqv)zo@`AJW?b+$UUaPfVRv0&^wCS$gWxkmLcK_;5c zjJ)=jq{n8{n9~RAkL&ePC@Y`69Cs>KQ6)~WmUdbD4JG^2Yk?t6#)$#q9@KJlsW`gL zlJ1n?-9h9P(foI7(~}G`4GJ=RdPaK19{Vn7NNgy+%$2cYZN_f5Ica>}N_SNjV+e~2 zbSdJmG_yrT|Ac+y8s-XXU=eCO#!|K>Vy>3_}@wyCD%50(e zbGwhah4aj7Q5)debA_jN!=g+svn=^j$4EpLS+O}ShjUE$^45CGjfGL~vH!IFqa+H@ zhs68)3s3CN4WllW$kd3#8CFRb4lN^fF+VIvubJJ_&dq}33ZJ=p-Dy6)~M~HS1}}hil5Nv^7*A%P0(abYFvL;?#6fx=gdT#k}9_sm{$Yu3X<6scvb*REoDU zdL<2YZ72qrL?dkm3IcOx#Yy!F#3{M4n|ZBx3_P@^0um(}`@Vau9qF`FkhKcH-@I$D zGT+fNXz)le2VPzLYbw)LIEpajW#?gkePbQh+2zul{pPUXXr1)qd^@>}M6hCT^du^s!l2c)ez zGki~#7}d)Bn!G{ zJu~B#Y&$E%mNMEcouF2mAw@0bvko4zGCUOA7W;8ziG%CXd+y(6ipmH}JUtpQYK+Ai z@iU&|g5<=q1O%O7R7A}f@5Fwkfg<<6Xv)jR56|JxYY88C+>(e>6Mv%UP*gkz1;fcN5e}# zKCbc7inEh@nMZS}-pw#{YRN!Jo?dUiA9m)9QfAYkvMUWf>k0omA@OH^W$fG06$Wiw6tkcA?B2=2KS_I`%W#X5EK@z5H(-;TDsxcy z8f$p5ArhvHv+5S5!}q^SQf(%eJ$WMG%Zu4|>m73|dU?F`P6gplCG+pR4_+GeD>PWE z3a7uL$5nQ-*)yul`5!Ppj<7lF=zp~~`-NfLsin_Sxcozr_84$W{O-JUh0Y!47k85+#_( zD&GuiLyt8eD~LpuEw#zo^v)HTZD}$8rRzF-XQbDfg?6a@DY%so(f#!5BsyHo;~h6>Vsglvh&8onWp8li zXOyu2p%XcRUAG<-u8Lb~TpjPMo^^P$MXcc zWocN>bJU?9PeDO0>Zc5@np&x8Oi|`0lIc}BW9wzSsOZ?3t{jw(R{TNg=|Hmu&sAYN%HQJVJ(5IokY)@n|2&Q6q+Tm8&`tXgslCaaOy ztA_2>zklS9JyE3okWW<49KzLqs&7;q63UE8Yt%Ky@*SBhZ@4qKuXpHyaPameIntH_ z!nT_`npkLL&^y-@DT#MxM8%X$3E|pg#-r#bt|?r@MRk82Lh{deT@mzGPh1b~79CM6 zR3d6(J(c)~RtbB7g5?#jg}`)RcVF%AfX9M8P)+oX+Xx7nFv zUgVvu*ZvK2gekRB3nx1;22&3OL?M|~(QxJ_L%VE2J$sDKHy`xiK4qOr6=UQ%n6uo1g`|8vdZ0XiIK||3dqU7KP7nz)7)?T%!8RB}pzBgKINw zB3mqCp;?L#%F?8tTuDl3K8X?9PSFdiW&WjYwY7=xSkS8NZ7w~VOi>KIU@CE4-#|(F zPYqSD6gTl~7mrF_5RH~~9nVIQmU zCAWLv;uSehA*r>b${Qy`!jFIVOk*m(xSF^lwIA{fi%R{P$Bh%XUu@y6x1c`X-Ln-P zM6*PNQe(qo@(x%-r1=dGv`9Z`U%W1v(v(HNZp25^#O&DZ=T4Ir+Ii4@(zYq9#*%HG zT2Xw}zkFIUShV7`-=8?2X9Ck}IZbYHqSoNgZ}B8Z+*&v9Z!@)Qz?-C#w5rGM@!g1X zCO5`@dJRLlG#f+jJ^Qb2_TlyfIhx|L zj^>)6>_KQazte}@QKPB;II^U@w}<SKI^)aDCKzykn(s>wKqC*vEL)cMgzr7aVV6*zb5Xd+Ua5uAE z>K=$ebO%X*^vL=*{0e__ZV`l~&TpiS zIF=z;PmeN~0l1COiP{)1=E7EbF|ych=}A){1Bj)nahwe@znwdWr2C4qckf;*_Jl_+ zu5AGbW4l-#jh~u>SdOkgLNUl% zKUJ#n_u(|-E6k7m{8iNLC>Z6_&vx8L)HUO&vX!H#!%KxNbG8p9AkB>9<_?Ss+Xe(v zxH`7A|1#&roKi?NUDBJq;U7WLSJlvZgM%c&22w=O#f*|^38gw!6>sS~9bz{p+4lM7 z{wSpY?ylJTYG3;O)3W`2@URW1e~(&o9jJc(pmLjK=4*_V4tp?P_Lwd5`as9R_08d; z!*S}uuFvKp*S7va1;R3!n)Z)G(QDrX#KsEwpM>`ga+5h+%{^eY$FZAGb_(bVF`unO zcYP(B`l=~2N8zQh+)S;(HeMKeJm4j%pnaG9fPC{F$1S40bNPN2hX?y*AkfymSMa*J zyiLxD%10jobnFC$*>MWj6^G@)zD2WtN+-B7|0hRabyg(S1gLk&|@= zO&NOE|N9p%%KtDj|8Mk$|7S5G!tN<3uX_xvgY^e$D=X*Brq|;pEZfik@4tElPe2A~ zl3)mUKJ+J^+Xp+&FpR}Y0YWlJ4-0`h&HG+9?aQTNV(_SzfmW^`D&>vvGXi5?6?%fLe5q{x8v266LOXV^$CcM8}1zWv(b zy=ubY!B)jE7<}e{Lh}oTmC4xaFoWan6yn^28KZSdwEijezlh;+ypoqbq^ZVfh1CCZ zcez}SfMwiSfXEd=lg#QtQ#x}a`zyLOFMt$(3m$A2Se0W?Tonqjympujltf1;Q|LJ{ z;Y~hsQCE~pLGQ!iX$`rDrr|OS{%&kHE;Yk!W7(1%Nc!UPy55gN=Mg2jF;txo8ay*< zQKH)o^*?$o_MFjzE1W1+SbFS~^gA%YdumpM2I7 zrADnYNA6Ex>kaje)b5mhR4AYE1c=Z%d&)q`cWjjSiT>bBQa1^(B>wS%0{Qov11}#5 z2W!J%HFlxVwG031yk@!r%c+RDZFQ?vFDS-Pg_1K!C?7R0jHOTQ<+zJQzJ132Wf#ba zrBIQ$!f^d+(DChrHIKi46m7|nd@Ej*Cro7iy?X0$vSsU(7=(2Fju*C^A97jvI1K+} zEgA_}nb0|aou?Gt(j-Pu!lxvxMB($x;ffdjpvoK84G3L@C9>bmbnM}vUoCz+npm1g zGkq`z+PKgy7@j+UK5!kC!Z8@8k4S@<>h?g%JbtD-s#z3%fl_pyL8v$cMsBBXIl+9g z46SzLVqj{C3}Z~-oO{U%_LJ5lF@df_pUE)nHI_N3b%HA8=A{GXD4{-&ZfyVFe-kQ2 zrq~i>V7QM{F$v;jbNxonfN4jylg=3+`9Wc#S7+MWe94)f10q;M8Y&i>!gKZ6O(@Dc zPeTM{)`&nzF@nadnuLx($hC;&Lr8f(qJI)`CK{w(>iPrsCH`6O!OV&M@2`l^WRppk zhj5H`JPI4#d2aoZa4Wq{(+_1%!OVK!I?4zt?QMAn3A&W!Apr#A|eC67dV#Tq&BEpUIpXNUbBd!Z$LU0jFC+Vi7 zBo43j=olGy))rwWaH=xDI;dtz)_u$L)Yp?SyP^%K;|%i2v^Bz&A8|yAFJA-S_zGG) zl@JvhRi3p$?J5^_F5f)j`Fyq~ba95>q|ok3$trtQ@ujQC3aHtvL)O+)AV~WBkop;teYAWWhI#R`Mt>EJE!@2vAAg8US_Sd2li~&E^lY=7V6uvR zWOLy4gee1~aSE^N`s~;egpf|}MiCWzz`Vaq$Dm2>RVvVb5{l`?UhY0lqTI zOU*0mXo1C9;Fu^JFX>w7h-x=%te5$|Ek3qm=}Uy_FUp#)WC31x;kDEACqz-cZtwx| zLYjg04!w4Ugv5vpA)~RNFv30ollm=`{=a){MpL+P8~$i^&GFx@F#PPf`jS z%=wv%zD+3e+Z9Y1Wyt=5e%*^e%AxbS)pN*qFVzb84tp^1SPw(D+Rs~X`fw5%wDwY_ z1l6=vg3=Z<$fB<*C?{To!@NkFfBt1gjG{HcL{_D9NaZRN_J7cNYz4%Yf*~y5U&^|U z*6e_o&Wv@Ao2GYUj(J1ESA&5QqtF|}$a#l>KjZQ5n(H3Fw9V+!u9DF-B7t4UIj@I7 z%^G)iDe6z6ZL0u*0d9KHD8%S^nl;5FSzPt+eo#{w>C|0!gALX-l2c8XjDWO)nlulr zU5VL<@#_-B3)bt_jQu|e>qmM#Og*#J*j@wCM%%_V!^|p>c5&DPIG>3K(wrlmUgul} zF^axseF0Gj^MPtK8NHvNf(?Tp294BC_HIM{Ggg2CnWlr9mnvJL`xcz6TWrVuQ*VC| z3U#u8528+|v`3s75AWCaVB{XI@iO58; zyd!HWNIo|8=2N@AxvcSdcQmtbf;2xbNH0A(FE$&5JI*d$^C?`T7H?aN$fw?@pst54 z&nODW|_8Y8>{iR|TwFS+Qrn@$N ze}_>wXT_gpoHA&w%CO7jz=s>g(Fv)1t219vX{04^UWQ)G+yeMhuWba7c5=>=;1qcn zPUTsT-LT~gxkufXQeoZN;ZSg^sO-f|`ii!sJX7Ea8=3t#J#kFTY=c369N^@saG$4J zV51yr`L24bb;OvjSf(zLs?olGp?e!hpKd^cqYVlxF4Gjzi(*Hfd9F9)qj zBoycUr#SOJyA8E*B-mXaLVA)(>BntYVx(2E+~LLe2Jd1MDQD)xNPj@&|W;^zBM7o8M(WITk| zT)gR;&18f3L}3mjA}m?;7jUoUhXQ`jZ3Q;Qbts(@9NhpI=m93kW-}OY+}b8mS( z=?D8ow_^AX;M!M1P^vOAjoEMjW-xmb6B|qNoQ%!QW1{9ZFu|d04=;g0Xovz##eHjtSzQRz1EMX`n6cxSZHN4He|t`~T46 zlA~ONl>{aG!DVAxie_EF8DKR;QyN?Wt8fiVXv{NF-lKn;Gvl>EYauACdj;I$No3rC z2Ov(;G}G~O#ha4ik{vVqk-@8LV>WP=>k2hkAc1L~={+%r^ovCbmO!hyQ1mOv`F5nz zLOdtJc&Vh((J^KVnjAucvWL4+9IZwB2s~|!;%*iEEh;$Qxdsg#K@(CNbmM6Q8QG3^ z-ZH!|)7uc}Ox4OH>0+l>th*M&k3X~$Zn>)wi+V5;4}qg#(k+E%3yXf$D{~>*N8)zK z-9ynjB`KQB6F7mD+E*YSL`3kj@sBf^2LXY+T`+EV_2x>uE{NYUcNU?0IKER(_gXxU9EbwNO@Rj8* zSELzeQd8k;L{S7Y_@27h>7?MJgkimZfa37JT~OymN#`^hW-GGZYKc#1AR~2wQqqLQ zCAopu3Fxt<7A&5AuFO>Fn0+V!Rnn=mg^&O{)^}XmVk69Q++(uLXIjtIsttLwl;F&W zlGLK8xSIl=5G(M6+nn`RAyfQ9<*X|A`15jru|j!3BJ24}DrcRW3(9o!UR^pN#wW)} z$VL`Wo;K{Cl_}-5A!|&d?k#tRD*VaVUXB>^ndk=I9Qk#JyZ#|;yiX}Q7pma66u*h= z$;F(hReU&L;Bq(N+zYNoYl4?{@GVJZRN&E}c14bGr}VtjH>LrQTl9SobndHfy$Dhd zlxVDEp0AWF@U0DO_IUC@ZAbkz8E@=cr7Oj2rHjnmFLcfOgz)LuPjuecr{E4qBFgAs z4~!`&m*YQU!q|On_CrzMEt@`M9GN$pXLwzgk0%s}XTqf-Y&jPpK9G?k5PHfgH8Nn5 zH1ocyys(MgSOj+7m-HB)uKh%?2nPe(iF4Yi2xTx6fip*hC?8H)E}k$Y*>{7UvQuvM zjA+x~r4QsV(@4E@Xa7QIyMIO>c!hy@3X4BGgGid+5y**nN>!!m?`dJha3%fo zbewWU5EY(w)6_UQ=?pN&_qHR>U=lfK!w`lOJTJzqn$TuPqE-5$Ny<&9ksjl{fs#`h zQeU((*+XjW40!5OY7T06NNXz<3n6G4laPyZBy$5aOt$g*tAGcCxrLh}AGXrfA zKki@{9WyNBRF-+td(Hluq_^JUc1t&5WVX7 z*46Czu?ZIU)0qzK;pZO^=DsEmx@~Q@CNd$HG4bFXHb9ufXs_%US>5A^H`Nkd!jH*h z_C8~9c3V8h()O!&g9_Q~MIZeNqaMOnebO^{wND~e?CV5S^f~I|V}rmBlWB=Q^24H8 zdKVSZTn2w4SA+3m^~dku(UNuH!-dDaFrqf&3Od$X-KB8NFwyAK{Z#!$sle>-+ksfx zlkBa17`(JMsh-$aCAOG9Oldq*W^IF>A4C$vAf-rTHN5pW*&<_rOnk%bZ?h-NNb4T4 zj#lp_aSjj;{i3lqsN}+>ap(?xdW3v!r47X@+-M)8_fzRlkQC@6NsyACqzcz~p&862 zxQT6fW$cPSuy`V;ZON>%L3J08jCek(!IE{#+&1y*qIuJW{7R)oyQ0nbuUn@TS~E^? zimWP>X%lXvzM0))+C1amJ*i@<8AS8co#rOFR4zH!a(kB&EU-K9cIqEVhC3b zB%9M!k9wnRua*F*DIz}=kTy2K(jc>QFj}<6qbQahL>f>PP!CJznW_%Mf^+s~@SpXz*p10&EV)DLJCucUd>fy= zb&h@Egmdi6y99+45P&_JQm}> znz9)0%zF|GbJvZz9^} zlvA;Yf1>f3`fU228uJ3ELuNbzWcbN429WOMYXM%@RICrRXlOaGQlH5efbMJ=0s#J8 z1=R-yY#q1VVhTEZ#&oKjl-!F_*F+WQl#f5sneu{EKs?T;!37yi?(6D$=@C9${15Or zgV>po*r)jrI?9pfzZ-gD=HyD@eZ_s?B zp1h;i>7Ym_O&oMrFsSsiq7%nt$w=Cv<*x{pb>!VQGt*=7Z*T4wk%}M zQW9|W)f}tJ;)NtkmzVk|hJv5WxAN3XU`bxR=bq-k*^d}gT@)5s7mgZm#nM^?o=;yI z_i_CW#ba|)AoaloaC#s+^e62KFFv|@T|B%q@oWXy*Pr$;ge}`Z&At=D=8AdnYO=tkj$RZVtq%>ySKU81n4Q0r@m~9krio}ajiV-_NUmtT> z=;f_nvk2xImy!B+cLCM5BuVixOoy-V&*$pb#T+&R*gaQ#Xb?UAAhX_Ek`KaeGMXKy z43WF;D?_atLZ2Wd7Ml@oi?#;W#8m?~i~d*Ln482NMP`vMd@pOi4ow);Q%B^3wvwZztFm+4&)M#g} zTt$TLMTB%Nv)V{%q7S-jDrYZI=K2H=f&1$G7`__MY(UAOqs*48__DV>qoqMtf?2;* zp;efPxARM%12IT^V_WEJ)s2Ww&Rqal$Zs1WcZpcl*VwM*FN}&S_29}|8FO#ZT?!2` zHpC0xXwKCg855fB?fd>^$+N(E-m$-1Vbcr|d!SJN`#ELz{{(m)kfX+lQ-m0SzQ}Em zXRM>9-AxM}$adR8b6-$yM~L)+lTj3oc#aP{_?eJp?rxgG%gFd#@T^Sx6}*;9im0NL zJ+JVrQ=ZCXT+ohC6orK3k6P5wsYdYQKCZumD70-*%RXDXrhYJnRZ43)eq;QyF8Lxolj9LtnfXj+*X z{i(v9#6$mZda0|iOo=2|ll@U|GX2SUw8hr>k(DaheKQW*j7_X1QBN%3(P2LS6!N1) z%wGo_(?_74syw1xatD{$phwY~Hq^(KP)kmG(^=1B#Chg5(VQk0hjvHmXrY_xN?*(# zNUBJts+?M`^i?hJ&iB3pu;9ioXv9bmQff&s1>J!6moYP6Olfd)nl76#k-3}BWOOh6 zqr3;CQN=l0F8t2hOQ05BJc-MHA!hXQBpJfC%Mu>cfae-Qjo;t|bot=pL(3#dx3ng! z^2ZotFN9s*rP-2q3?qnF!EaEe?f(M7Nf|5Z`rSPb~(r})8e!D*WG2TC?h_EaBG4YOofp$1;@};*kFk^+l&UEPelZJ zE^hHqumvWNvh(Q3a$v6`f_nKricXcXiJL4MbnXqbs@?n(M7H8d3B0^qik}zbOo;sLH5zV)1pt*lFkhUe^4hd=D&m;@ZU9B{(fO5QBmJm9dDzd zDr&UXsrs}?tng#LDxFwo0oy+4Z4E7+mNKd%&5v;se)KsJPR)n{dDwi?YMOLx^+a=K zVsp%*xD1EwRDP>iQ}@efkEs8h!W>GoLg=2HKRg6&aKO(TDZ(06pv)kc#Qa4~gJ?tl zaJ@@y4^Fqi_spQl!|pcl|Bd&2-lzdBl(oZ0&x>pIAzlrs+JST;5otph+D-vaVCMi@ z$m21WAGBKi`Vfasr+3kgkjVlJ2!@MC+}462Nbh9UMU$UxLS9U=fRRG^Gt^e+ z0Zqq!F#qiVqe`$R0Vr5iqLCc8SJg0Mc(#X7k?f)&UGM`g=|h+?Dv>#Zv`+1T{eMl! z5LzDxXywyb4)B8bWY7ceqBTLX&scFW(*{K}8Zg#Swft>m`9ap5N|bU{0cZSOP$Lvd zgZaIoC*?NEU_pOmREhCyz8Ek>(|z@!Ov!4k7G-~-A9n!LIP>`kS0{657L0f(FSDzTPDlU^j`XaLZdo0|TSJf4~ zNoyIOmZ0Tkd76*Ej5Sdmv+=RGf@Tz6l9i@l&>jc?rs>54Wq7W^UISVg*Oy8 zfv1Q}ML$TK`Zww_VQrht24XH__TalSd-;kbhb(A7O(Xi}{N87>zwjCRe7YsE2gV!e z(Z^fugDJC(uSPQjGm8JR>PYngNjh@U{pIi*E0(YFKaufyv+Fde6IE>y^9RLGZ}mdH z2m%hTZFuLd?UU&GmO^GG*PLy}Q)tP~jzh`0=|@U84$|b543&m$G;7rnz%0oU&NfxW zmDr?mY^O5k4m>H>HrlpOZziO0uHO~ZjaE6Ro;tM#eg0VNIb^6&&5w-nFG>elcPwA~ z`9S~e$4JlREil1uwqYhn)9S-~(7XjE2u}?Ux7MvOXKDf~>|f}~HA_gZwr*IJZQMuT zTiR)Dkt0+mY!-Rqx?EY-o)9<7L{q4Ob`_!i8!vUf4Nu}~bmVyea)$|hh}_Dk@J*4Jy*d4<`F*jlNrqnRO8c;SQ~bM}B==2iR4{neBvm)= z5sM;<1uM6mXpUZz)OEl8?__)>CiP6gnd|UJt^*2QWz!eNa~Ze9a^F;KTxOBRQ4^&Y!F5mpe z@y%Z;i!*qCBvE2l4ct!coq_1<&wjbjMvM}Xjm3rLLIxX;f16+wtYrPD#u&Ijc#EOj zAYw={Inx=72+3GT)D9ul^rt#2(0RdFNS)!;kHm z={Jp5AR}9F+o8qygn&IKo4fRrgP81VM!yBq(tjuBA}M+6~nj>A^s;OjA{~ z))mALK_yD5wBK3%;YA(9ltG4!VMzGFZplK<8frtaf{mQ#=<~97P>Mn1lo6P&(b;Yp zB-FUhB-)0A55V*}`#+y|^l?YJk$>)8Or!e=;^T5L{J>E9KPwdeZ?p~n%Tl@!%2(2K zxmBlo^pcgUF(mftfl99o!h4+5V65z5yJGngLQj5t`w#8NRguv?>gz`!b$gX=o?{Qy zcze?sT@GRXTlOKxOQiy^W)O=hdO3khqP-8j8W9M>S%KxLbzAH_;Z3Reg}xre9Ay2u z@~2FlId*l4-up9^_{tncrgIK39LUqxwMOEBFXhW@|G z#TF3DPwGPQGBR!3Yx#8uHk4^+0BorzPzwPeY-Iz8Hv`a!2rS{cG5NB*7ZQ&1a>BtB z>jG+muTLH5edO=|2ce|dEl*j?uwnnxZ&JbE(x~)TFUo?2*Wd_c90j`mK}?16?X6y; z(702J%rJMq^tpcz&i|$KR;3-tdr;M9}+Z!XozoBB@->kCf@WfWN7l#_AS-3TX&pl2aQ{`WJFe36krKZ>7yhI8NpUJ{1p ztdLpjdZ9(%I3q}ncM?bLfYvdxb<$l-4(t4h0KavVjqCy@)P)?^^qj#1kYi7 z#g0_l`EyBY5JS1PIqYhsY1)tGB5poM&`!z7?SIoT>75DtBNuv;f0u;V3gJ@m>AcSalU=(n;;3oVa z@VCJ~5t%m`{*#ayu_C6!mK9VrX9)paQ?IS7h%(BGsP}|Gu2SDBh(a<<+iuR&_sLmF zfVV*ORt$Y+5|m{ojRO!anLcovnLcU(1~F~Q5ARV6Gh%Bf6@0m9>~mciQm_)Kz6ya zYj{UL#gA?R$-1(;jM}DmJ!E2z>$xsn`ve83v)Bt>wOKYDwq~da%UEQ6Xj@=sI9 zlKO5tjHAk6OdEGlwMW!;@A1AN?Rt8TJMfgM!fa=W{Hl` zai2!YrcdE>yXQB;71w^Ld*9;zFCcpK(Ya_EH}6yt?~VP(GiLl>19k#2#TOg`3WJ0W zl&s48)bL6z*s=u)DI$3`0ef;QT$OzK$|UuVmTQ6Aoi`GNl`R9wDQ0;pNM`?K4@*4` zMW7Pztnk}H>3^Sj2MvGBmGbIJV>ew2zCkTWf!!&(r)$)lPOXd1Lj{7{SPcdn7v4!; zs;9xZOu$Yd$$L%xyP=H}I**;BUV3W?l!N#6XbSdSXh)3 zo)OSOh?(Nu)>nZvnAFg#1Qa3&kx9KxU8x)HC-pM3-(tq3AM|WE3^R|=giPaLft2x; zyXOK0DYQ_aXlIke8oK;f)m)(GhRa7$|t*++5PD+mwV8wd{$hnKOij>pPs4nqs5+C z1w-a7q|Dp(<2{Th?=5>8vb$Oyr^n9rwE4C6lV1&{&N<3Yv}4;Yz3Z~!V6dj(37eot zxeEJ)gclQ(hwf6^=ze^3fZ8w!>Tln9BO?vW?>`_9?1~3%I~%*v4-mx%RcLiDH`A`Z z4NS4ORm`RE+w6_Tu%x`Uy8DEF4~0o1?)Zs*e_Wx|QLdy)gP=iE5km&b*$ee49Fs1o zb#(*|EVEOungcl553of;bcc8eM4`}*c|T7mylepRhO%o~)J{Dz09@l^ z&nQpVsU(WoeOl#v2WKt)M;Q*u)+8t7XhX4PuHc^ItDoqf#U|Gc&H3sUjAR#?$PB0e za2Zqmcf^$CBd58}0S2G7`KG^@$1%;dSG<9I7>gir ztO#MM&XSl3W zO9sI)MH$7a9s=QL0#G3uj;7qnJB_y^S9I^152ut_+zuK=OIiHi7fq_Z2G<8#Aq z0`_z571MC%{{ym*CA3$8B;S6aSyu!Xg7+17COuTwMW6og^O*+G?H+`MW2#Yp5*(0M zvy{s~50ZVAixiGry3WI2U>$e@D&z4#AmE(QGaJk`yx`cA31lXKZ=-S<0QrDjqag>t zpHIr2ED>1YE=_RjeVT0#^ZXmsxF>XxL?b5%bVs^`iy@|3y({w1KheiYf{^_YC^imo zXIZ#5PITW-XO*e%I z&iCqrjN|@76L>!CetqX0fF@#0cTU(FKor)Zl}+9L;*u$dP4^ExInAJ?J_0A(%wgbi z5jdu_Lr{JZNE;J3hM=^y5_^Rnj=}ap8=Z^pA@lx!Eo+qN0(3MR4#`tq+!=$LNtouHF4|+#RBWC6xJ`3_XDk6lj#V zbKCa!51;7;kpV4meyPN6fz^j_{;aa_C0zZDtcbD-J&vV`vH6%vfsH- zZO~u10<=@uEPV8B{EV`-MbQL5Ws$4`e;xA|426cCZ$MWY-HdN`;Z>g+! zCSHLYn{)=Z^!Y?pC8||oS@;Sjn)vy9k5p8f4l$eY1g(W|#o32S=FzZ#W0A_|6B3I6 zC{%Axxy{9CBLB#u9vsjta_kKH%At|1J9G+_{N=eQc(I%(a0A#9X=(JIOhE2Llzyu` z1wrc!7_MSGG>WapmQWbH&<$Sh0>{V>5zOac|5O%q`ea`Tebo4UN#cVEC^(q*7#!Zd z;0o5C)&{P4q>V^CZ}V+^-}z*)tLJYD z`(|*eu*>y(sTz9>;cC9b*W@;F`;>dx;LI6gc?D@njlGMV?tEb`|89O^G^gZTj6TGS zL@DmCHA1sn!yUtLnKL8|YA6=*l$2Q^ep5I$DdOs$G%Kn3)nK*j_i1NY?sUiskVL6a zJs|7V_f0k27bm%%MFHBEEHgeV;zeSg;v0A0H1FHEiVbX$N>VeYMEI#fvP(979S4Ex zPi%l96(gf?p_H{UFW=blJHuk{#oqh=a1^>$`;7JKlG{;1UW_9WpUd*|rF|}hG1qzo zCe%Y*ZrJ*@H2Lc{1!JeqYSZ7Oc9%RD$|UZYL*pwK>=@1cngcJgZPt%)4`yb4sFKI+ zx~%+8#YfnZq=JydNV;o-dLfQ}fr0V4o#d!1au@mItuKwM)qNJ7BZocdO`AKHP1-NM zz(%G0PFaElH_!2|j~=l@68j6h9p&?ksu{NQ-^_BW!}8zbVHnS)rY&Dz3ixv~AwNpq zvGEM!m)|v&^+N=HH&eSV7bzKQZ|v{Kd$en<^%6CopEe>MPB@U2BW2JIHTl3@Qmk>I z6=5R@Neg3f4Z^FW4{Ql!lAa;8rFpwm-%}zT)VSK#P?lFp^m7Wj{FsN3w@7Vn;)^u7qYC5?u&7vA8&2_oQ+>s=#F)O8dI-Gq!T~yDNS212T zD4UsImN>ov``BzAIHU&6+FA&1lR-)g;=QHFs2oPlSY2-D|ja@d3P< zADVwA_P#u$EsVGZ*w_+pwG7%F#_nvC+$E_5)fo7+gv$(M_2EG29 zcFNbJ)_k`T>3SXP5+WT{ZPLFm>G7Z6do!E#x|V^UQ#6n=Tl89eXeXh!LVl&lx4hc5 zX+O!Dj9L7<{$d1=D5&KTA~}Br0>-rb`pKkL^JT?SrOywNsN{I|W`>=RyS>|`t`n_jN)|iqws6s(U z#aaDX><3{=%4en{UOahlz>SlOdGM&&Dzb1&gj|+;pz5QDc$fJh@{m|j~UaX{0UD;J5F*YaOl$0-CukgxuZB=k^ z40`QNneZ{UYzcTxkvyVOP9{RzMsBssO`ehMT<-6tgT$gNbS@?Q-hedk4d8aB9-BBV%s13wNU{*L=l@W%woKwpqI|3(Ttx+Sx#3};kiTc z_Y|7nm_zm26fCmF%{AH2`*3wRTqum&7^N>NNB3E&ZTdfz2elO%vV`!n=sLj zh0o!yQ_d5DutW(31omKY)X*P`t^08}aLUKQ3>CKC#ebN4>OodB0>-IhJeRoHH%U<& z(#b!@h(!8+{v}&$!58H2`bw`dM?f&`KUz$ZhxyFulw586>bl&J@R00l9XX76ORj3R zlZ+ch`8sWw?8=nftt+yW<<1;$C3c+%)*r@v{)$LHHYA?WE-mI{eLnoy7!~TOY+_Ep;n|}D#jMi=quyJ_N#eh*U4vtmAG0hFO5lS8PqtmDBOIuUh?1( zW?naJ*)WtT<@9i0|~$7nS(t%wZ!%zQQE_=PeM~1;pHRfOK(oFu{t&mQqt9?~1h;(xJP~eeC z$!~x5Ko9yYg1>McpI&kZpIL9=r(hQ?JP*8Y-tBJ5e?KVwk7lyHGlfB^Zj`A zs>}N?|5i-Ai+Y(yqT+69r*|L8Bb7N<<@UNejko54+qt#mn}nI%>(&sxwQC4JrT4{f z-FBDX{omZHjC*!>ODaumEy#CqSf)v}J6=wlofBvmY>_a@iF)yWE)L?U#MY8$soC$I z-n8&*rMUe((z%_tX+~yb<}y`SnZ*#_{CrEWZyrt=s(QH9wP^6M_H?3(Qz*@S#y2wv z9EaBs-@ni!t3*dlQGcg?ZbtqrHX)Ax)fL@ya$}Zmv9`}}mQne-2?cCA+-TV2GiNgW z2P)D||6A1K3W}*lqaMSVs71qCF;SMK-a8E`SEx8IUk%i?1$^?t^kTwfWDuShL6_kt z+#PA-ckI2wF`(6%9F;h=EosGC}l3hKoL zmkF$ye8dc0LoB8lOi{2)ECczft)Evr*qo z{QM+8=Lz`OmmFnI!E5zAP0Tx~X7cJ=BN3vkD+LS> z$7(=sXF&GaC$S8T*doOzJ-C7+eb5hsoh|pIFJ{e!Nj8&=)fg*nq+L>YhVMZ5(T3aW z0;Y<2(IF}Sr#)l_3k`;EnZg>Bq$9#xZ;cYhJ$2+8x)Cm;aRV#0L}_kClTKBA+Eg89 zvRpdtGUeN?v!Z5>iUQLzTs!T>{R8-A_rpE2RWej`N1BXv8ta~oOo~l%7zl%*V~bC4 zgL0?tsWcgj?AU2J4`SSb-RZ)25w*LU(keW*68`kvo_gTut(|P*DH-`iCF|FT(`3=qE0l8A`GS=P1a8}|b=;LBlkXO+Q`Q_$RO1|N|4DJ>Y7&!Pb(>SC z(TLYqmBoD3!Fi?PO0qa3`Un>X)k1uoTe+*}x|E$R7*EK0kRztaSN?7Hr*!Bjtxgi= zp&cIjXb&muyrkBpE+tN!Hr7L|5ptW9w|{A{sjq&eb{1mi2@N;B#5ab|c{Q!w|K(66Xa-ad!J#DsGuAw~LcSs*6`EdYQi7F{V4^;CtN-gvxBzWrfU-qETS&mMAl z;wI)35PRi1{)mflnZ~=N_L7lj4j<@DlPs2-Cs(;2&M77ON{z4GjwM(NAqd-y+$EHv z^lqf5uFihu0}+fkagBde4yNELHghO4q#v2>&Y-}2&4P%aQQE=xo%$LWY-1q_h&(ML z-D)Vlo7p!_A%u!1i6CKH;+p)U^GX{Ovz`oy)Z3XBybZxcrYW$twtW@>2Cx(J8!H=0 z97thQ)oNBBWw;sNKb96ru9B=_4 zQ?qbz#9&dAvp~L%mSw>7yDEw6yhg6wEtY+W1y}EHoMLMyVR*z*#<4w@C3zqANTd*< z$k_mc7by_L1P`)?ZBt~~+d7|%C%?2Egm?yeILRTYqerH`$-NXjJ9tmLc=Ee#%FJ{26?$k zL>rgIv1N-`RhG&wdrT+PjsfAoL9-Lv%vYl3 z2QX!+O!*zDuFSg=LTeUck^)f>i^yuv`Zh95GA5l|J5-C276!(P$b=^40)L~uad4T` z++bIPleAppP!+uuW%sG^cZuXdO9`G`{y84yu-5Uq@f6*VhFdH5gSZ+)gT=b;-f zL}X7oCu-b=XPQEB>se?Vd#_dC*vfq8QA}RK9eJ|!$J8yxR`G0wG+}isd4X#Z)#~#Y zi8!5n15AP{%bEzrKN#`ud|GbBVi^oO*P>MX|?KKp-E7A|gZF;LhCC)F`1L=I6WHYx?H2APBh%!QAk zqHFwI^ij(9va+#*SI%kN7 zdbZZ{NhR55`Y3tYjn))?twP&vNY%2>K~3-|Ob9_mL1;Jx z=_tDSD0>C%=;pvM7}SWbPN5UM1vnwvEM=5cUJcF36PPc~f)1o7Ml_dP|3Xjw`#*IYv~WFOwH~9e2o%$vxTjTY5r+UfBX)Unbkz3{;>qg~*g%dz z;KZEJb?Q=#cE;=>Vu!{41V#&!@W<}$4<{cGN{#73X5`$f$gug83J7W3M5n10TUGmW zRLEqFrw0O!XjFyw-u3H~>MFJoXxtuQj$oqd0ez<I!(T@20D16UZVV8{4p=aIcio$Bbq}EjSfgfNpJPE27e!goy z>tNOE?23dwd%gHt$@IMmBy|Oa#q^v72exvZi%zk{ACwrmmC#Hmj-mzfO-i;JDyCwnvXg_m7H}{+8U~?sdt?4!skzLwg{q+|xi1!=qY@4GR3zTcwiDpT5#!~kK9nv;x0Fv!n~i8- z#yM7FC-$qTCdhUU1a|_Ihrn8P45Q$`(DRHb7>^he*QWCPlC2hm6@3;9C)OT5tC=R| zhoahO2Qvh8YTKj-90zABkwHUW%40NK!_1{eJlS~H@>O(B%O#Y2NNod`MOr$B0rmkaHSg{)N za)2^YvQ*y*mce~f`%A)eypM)*4W)WryEL5iuCovP52$HqYRlMOikwJf<269zarG!> zz|MawnHLH1Q%}+`dYrLIH3!8vuO+xES@`#)Ss3k6hKu=&;hXKCm3`i5*JRbQk!$!F z5e;(3U*en1OhFuKIGy6tf&8euff2EzOQB`cfoi-%G%kLVK-HLKgqO8*uyYHgR!x93 zroG&RZ$IeHyaM+6OPGWdRRgvl*7Y0kMS9@=Id@&M>UdX2{Rtc@yKRwdMjoi~c!eh z@cW-z4MJC`fB-~FoM)td4xgb|PoBjM`hRhFd?`b{lBO3Jx87B-Tx26BW|Nbq3X^Er zwZ48^oJ1_Glcnt8^}FXO;;#9vFb-$4YD2U_i&#qLXUp;&7&tYHs?LcplXP7AC(uzO z1GyUNBItWZI!+q8qn74vx?ZlkE(aVS;?ek#x^e$BKIW^I{o7?}frV^J_6;y~v)nfL z?9ff|PC>Zs7bPRfZn^OxLBe~P)gvCRHfg{Xk^!uMC^pk&zj ztoiLZ<6AWOve)d>Ib4i+6C4G2zt|*DS?4N9BK1MO7sOA_lI_;kpDkkDw1vK9IRZ? zx!dMTSIypg2zQMnnRkEi+^>Arlaj*KDo~HcdBGFecL*Yv3Q*3ufJmlP5Pa`Q3YTV{ zT)yT@M+X>ay@D}i;dh&-oJZAKtY7XBI?pys&rlNZC(~-NDEX9wmAO8C|7%!r#IXqlY5JtM>Den}3_VtS5 z*f*`bx^e`%CKc#L_(i)Q;}M+VIdF=PL$t{hni@C`nrr{UOT4jabR(bp=BiJRbDZJ8 zb4AwyfC0>?FTey)ai1oEeQ{pzmkPQnGv)N-HiHxIXHL5g3;~G0o z%{mhn^$IHuXkG@Ch7%a>b2A4@Szoi)D~b^5BCBTMLI?S^rTs zw18&TuLt~25J##MYIVM7a<0!rsO&1<0SEp~h#Y;TA;*YZ#3X~jFQrw@{m0W+|9LZS zmLA~cePgHu$1l8*ln*Eil?02r6L`+=zQerFg(bn}uIJA&s5UACxXPMGDqISjq12%A z{lcEO2%7D6C`dXYS+1tB%pYbS(?q1_T>n2PN89K#d@@%7K6<1lp?+dT{36D~o9+Jt zbM$VV)DW%IT;Oo2auHMOjCe1mI3@}Qi9TrMD*>)G6q#5J98OCy{7A98Q#ZXrqa8t>?+R&V{0NS_+Tw4CPnLQ+UVT+?S-U}16D+*8 z07Cy(DgYApzCyRMaX7=QQ)XIYxUCcNAL%(peFxFn{Jv5&#~-j8@L5A*k-z}VZOYyi zGF?Ub3#$R7^7SH1(#w?ZFzJln4D0v+ABk*6enWIvwAj9=%DMO# z7&9HWEl%w{JtPQWWezm&6hi3tItt!Lw#FuZ;fzLzsnA42Ny@Q}f%CS#E`&$Z>?1qm zv+EmWrXf}k-t2h@@eU~qx%Up=aW13L&7DJ_I&F7u?&p2_125uX-QE2j?i#T*Nl|mh z$NAr`TikqM9BDxZ&GD)I91t-xMR0*&+05Z$esGe+lMjNwGa9)*3n&y7HNuVEusAE% z{q0GUCRtXqv=b#REzEHHLPGVb>g#}#fcUiSgH0hW*|DzUM@ngcW{j zXU-%^LB(27X_ne`+hV;GWio1!*@K(Gr+y~mM?xs>Qgo%@%ASY!*X{L*iFU)#kEj?waIa-4rd_Nbdld;xP}86D za{8FGOz9Ghs@FVz@INkXGqxh}u{5OELPctQT?^LDGa$Y-JuuK1)9gOD-3;u3=dE(? z_8zeRRKRET>($g7^8C-s#@$um42c52`tImLY)7QA6d2MUbhok`Q1^wtFCoq5TH9}xT?8e?GIgzoSE>)1Np&RyJwn#3 zw`p;?eXFK8D^cptC=^alt6rVo!M+o2nH<}vUfrJeZPX3g0{SsrdVzskLXOE6gep!q zwz;-c4_?Bmxu;hF{7|-aamOW%E!_k<86s&KWZrAfW@;&>w(L_E4cJOt4*c)TSF*)r zOX!DE%{1*w&JA(7Q_PBTDAW1hQ8xba-J&`zG0T3NYd{Dp_f2821HK%AQp?4DmBriIy4*yIDA;FQ7>?S6;m0%cIo9pYD z3(tFFNzGj^Dyx#(G{43YnY34f58jYo@z#VS@(%u|_mpsPUL@2~JmncS7<>u7lL~-k z4IYBSCeTwjc8->1;S>QS8mWRxY0XJ6)?4P@O#5o!M9^>U@%T+~G&Z}TSBQGzMy6K( zo=fw}C}xS$h|#1_RwA%`#pncXW)$^L|3Q`peZq*DhCpjp2`9-&JP?a{d!LRLqk-Rz z52TOLaL|mkFkkR&H0t^aD9I&&zl|58ih~fuG>hytUI>&F7}7j%i+WbVjIskrE@4qQ zDi86v+0hZWqBT9$=l$?Eac0;?3pL{VpVsKful)m%zK=5cFOfC`(y=4h^7BpO|(V#x@ffn6oAmE}dKBuG|h^ySJ_e zXx|A+Jml7|!2EKCy;HHof1l1vIV-XWp1rp`t`rCeZ1(j9x46?f80&8^7A9H#g7&g4!giz_I8}3l5Ma7Fwhp$lje<9uwx~<)@4trpNi8m2>~#MKcy}Woi1#x%4yDKh z_`LXYY(q2XWC5PYQq8|{>OV=!j6qCyAsM+uD>CRN0CK}Zy93mVYXr7dlPbQUEl4)` zrnS@mQ3|*3iPu-%(%ywCm}UHh^1!jq49d+vpdov9kg$B>W(GDPm!>eCk-3FZum3_& z&bJMN9MVSs8gp?^(iN|6K?CbFt-nAre6a^4sd3Y2TL+q8NSJfNfjK;bs2c1Pz%2Je z$G|M}7lxkqC_bT06o`H1SMilj&m0C-y@(Wu4?F(AZSaO0UEQ#r^1{~L=K zD1*XG_fa~8`Jv05(0KU7sg8{dNAK?O1luIT1IjqT4@5r!6H)Bh8ugz0?-UYTPvMqK`@_a)s;wT?~dB5Yz=`+CfV5y0wpuX z*ha#cl`dyDP)NFzJFPCcHNsgYKA{!YGU~OgZQ7M&8T@A5+!1qp6CQVhW5tP#V+wDu z^Ty{8)Y=M1lp)GEJ1g%$*;Ipi?Jp=95th7s2QWc17hdYBN%#Otz6OHB9s!Hyk2)wRPM#{APiF&zM=n3J{Y|YUnta@9vZ&`?RRO9oTi@Z z=ga3Yuz_ZQ4Z^dwucY;Z5eecu~E;CP^b0w_gPrT zTVMvYm=VW>6dU<{p`iu4xqSs_X7^h`Ne9n#F-_z-1YpRFbxXFI(FMIpQERpaj>2J# zN5NkAweOv`RIO`0g1wvs5g|r?bM$sx|0j;>nOYYak`cC+HtCQ)(0Ro; zazO!qN9q@Du_L`*%iUf4Ua^Q;dW`bN7u^B2d@)y`_eZ}Oa))_1{0?E=;F2O`Qqamc zG;l7ceptAjZza8&y!e6EPv8(7#6fFk@|iz0y?e~$)g|lgeJqT8<b%wjgK_=Ig#!Mvj zd}RY&>~(Lx9GB3Bb*i$#B0ui&=;vfBsz2YfYOyqYd$)X!Z8U^cr&ymp{1(At)X=r- ztdAC0=4dL|a}kq(hSm#NN8Xg`UinvWw_{%fBi`s1vJV_hg%Tht`d7?y2!7 z`qp3Asx!v1`8IldqS`dd2;tp+p7S|!(JXu~NL<=0*zx#U{z^#mkyIOo3O>4m7*>d< zd)=Wwb|FqF4O7^TV;2?Myu4Cgh;`?p?pB`hx?$YzM~7)dy4W?K9S^#RUtLb8OT9=| zjeRCX-`U5K`+Qt~Q}Bf+XMV_@clcx&Fg_esiD#f`)DCMehu44yh+!z>!%sX2kpVGS<_dJUnt|LXMwMmIMiM zA~vKyAh(s+Ytdx)n+Z>(sMFSO{frsQ9x_6XTEflSbjIz3x@OiqlOm-frb^CQmC+{`JQ}HCWdQUx^Ab{&3(<72Zt4ThG$Scqu;Lo?j3|ZN$H9 z#)*exzdGs5Tzlb+I+>8%a9v6N9l_t-b4V@$`>H1Yt<Enprv%%&R^E93t8T4)dM2yK$?0n@>-#Bj0c&%TnSqwKCrGNw{=8$?@;aNUD+{ z+iyD5@{gsuyf6?dkj5gJ$5)o(&e`W|e*Ig(y?6o6^XK+;$Kxkd;>099gdDwW_Yvla zt$8x*-+{-&Df!y{1K-}B`~sIhY63K$mgpJl3-`^Mu*EdccGol3n?vb!#~zJf(7Ode77>>5)|EAviAa7s;?D zBjuJP623iV$GH>Wr5Txu@kVmquY4_f+{*5Gwe^Jn&3i`zli}R_owUa%KO=lQIN0+} z9w|E0a#J-g2aB-v_LN@Lxzu z>Gy|V^)z*KkdNv%&^E6G5yFS7(orN--l}|Cucs<{vHVu}FBiaPSj(&QMpa!D99DH+ zB(+h;KUY$s6uV8`9-RY4pzuF~qaw(CVE@V~an`8d} zEQ%P3n6%4hJAo2dmgT(h=(3qB&+A`-;uX_sb~0G^WU$WC51yvdLD;ZA&zUX*N`R;M zZK?-gFb#a}=ViYf&qT$QzCW(o-|rzF!9N)x=)5*s*JYSt=OGb_6pR|mnbVn#G@Sk5YF&{jSnW$hM~gFZ z;RETJJ77Dlzt6%Ep;LIv*4c0lkN*o0Ij3fzBqs1~>c`#;`S8%$pe9*Dq(DmBDvHW6 zGY2`}*V?)CS!4cb6<sx(?Q+o+W`|gtWjz8P z$4?}j2dECHWRAZp4lGgBWN9h~nA&J6#^)pM0V2acUSyZvZ~@6k-AzFYx&mm4-+<&j zd1aA5Ki>C!WFH>jbB~ejEqkV5ZY7X9Isv!&DcPz)7K5UyEFPgSFLSYXq@m^gJc8aJsbW za-K=t2srDL;+glgWS$Bu&Sl7*CxGV+1a7VbQJN|9bdxtwo%6?Wr5v2EJkL*Avutr* zUx5f`Yx8BG5jDofK)pJGQi9-G{s3av(;IBUL*+&3(N1Bw*ab;7c7N^#_?`Wj68CJB z!*eC+HGor$@NPz&6ix2Xm*|AZZpFu`pMN<>6)}6cwDiNc(IP=k)xq=FcMl6!Sotf< z@C*EFI5uR9pD$$U!Uss2KA{uI1tHjvp9N^?7xaFOH>H)5v(y@LRSS8(YK-tV9H@+h zH3c4~ypX88!>{81qqsctURbuw{Ae?8bjO72X7rHBig{=6w{3pBYd_9l2F^q)-}u{c z>F#+YEwajA(~^%mb*FW;O1+2bI1=^PRD@frkE)9GKJqVJ@?^G>|Ge{fEN-?ix=QAD zh3^TsOOs>LPvz&FFaG;XBmCbMNpnHDSjlnlQN|>Tw(wPy7@vd0%Ff%H-?deR6(!#P^o!+93~%WA@cR>rl&Nl3gKx<9sj;mQGCh@BgDG4MEr^Ns9x8~J&%EY z%-+&fFKvP=xwojDtH?XTO`TQ-s&unO);qP`kAp?Ae+UckWN#ioS(y zi{iP0sA%2mp)UQZa#soELyK*#2W0=yU|>jHFJ?n>DhAE>y6Sj$QYogha_8pxP1~RC zVcN#>9q9LypCFxyo;PuVDTspxo8D92s5pU$j3-AJ{;b;eZ6W))D;_GN!lWyeau32y zsHST)G@Vo$6kF#6v9e_fp7^(3^F(m22sN(N?D5HqK$e3*2>&Z)F8d)Gyx6?;8|);x z#(dtdi*Q<>*QzZML>KsQwrS0&lCfX?k{HtgBZa2T_LB=I^9hIe8 z2|<(ZYQjSt9NsFzHlTAWqSTl_kSrf;fBnpCPJv`sJ;S2U)ELXgK=ZlB>AGuhp1v-w zd6zar%2&*nc$4(f3#>TgzwOU+4w}7O{`Q?~bfB>J&xeAx5fBbMD(SZ>5@C+*DkhiN zmn;8C!_J8~XjV>D4l(DJdgO-V<*!b}@*36UHy6s-J~`mX&NA`3zq8Gmzo2fDs@Ag; zzhxM0`pr`3QDIKI{ColzKws+~8s)pkm}cB|KWExx))l~4Pw>n1n?7k<3-l@KFO|ZQ z(ma1A;3V3w?TOhkJ0jRE*f!zw3Njpgcb_TL^&)F4%pJWW7Dehl2fcxu;jOy!7_O6X zqtf-2367an=p*XwyecugSsinGHhA|h7|-v!LUVOZv_E9U<5wihFl*#uNYpo}B7K%? zmfv3nzut$tF`cGa^Y4SY2?c5tJrE%q`snEX#L&Pas4H&!zIv^s7Iap5claB*cR2x4 zQ;&J|#J?6*C6dvo|Hb$hYLbNRjHh7v_d3iVN0B?m{@1XcGM{(gC-!k+-NT#%6^=h1H+%{_Ok4Z%h zi9@Z!LeusjrXdKwz3gx6qpENM;E9hKd3P~$mLeCt4G6rA z0ggeyPr}amjxwslx--mS5Z->h0bf(i;f3%A9sphnZAhl^KCumH%609!uh;AMFammzEp~9?X|y zy}Nn^FSgNvMKse}B)Zx&RX;I~Mdq)rm4IQ+7Rj}s^&RX2w_woMEUAXb8HcnPfaz*57*bd7chxisJAh%LP`s6-{S~^Ttv*Oh| zdL2j(F;OUf@T|f%mxzy(dml=7^yA2Aj;q!^n`#W*R1Z5YbF58NBboEV!z9*m^P_DqFej2>>89n4 zk-i!0r;Cetd|Tg%1ZywjrMKJJUm2iZ5>Se=x6+M4uBp!5k)x7K{793Y{KHA2zYji3 z`a+`pGtOj!CVkZ@+^zH7M6nleqhTn7rcV*noFss~J9B?6e zJa$GDQGMc+{a?LbK%eP_`3Qyv9;jiMDm%oPL@Nwv83k>e0>Vq-4isSmITO!PgX&bq zVWb^F3p9wu;TJiHT;E6S%t0vD3n&@hL`eO_6oV%^rNafJV2g_|#*fJ^`t^8f$88Q0 z8v3B6Rdl!l-S-<~uq7gW4)_b0nUN?U~@lH|4iyJCQ34|cObUTHjJw6*qa*IG0 z>isj_^a-94i>=4ws1^0oju!Zy54`D)=&27cvVSG^K!aSBV|f@vVwzmG+|#7AL2Bgm zavg$T)d%vzSs;=}wXBKuRT^x{`ttMK@IXwBu9qOw!P~G*+3&@OA1|sb!VrqAHy@h4 zix7AgKkjk3dbN5U;E?j5K#R%-ln=vdOCJzd?#%o_<%DZHFacQa12ZJ=7&Kh!m)V@X zafy^6e=7fd>*KhiBxokOHZ%C9fqKHctXGje{ma*UMb>yUMgZ-v3M3;g5GwKJ)+GP) zhpQ9{ZHjsy6=%J+hT(nmMm^FO(z7i3*$Ya>3~?CB^uepJRU}Q&xFhKUn(U`EQGHNJ ze*!(9B6R2WyGawalX9m0^G&_$+{DW`bwX}~rds46g@9i|1vgTZ^1ar^o2gy%`DcjEEaF)qxu&4fP?cw}B z8g5n4A;1uXAsWVq-2twPnqyHcQN38z2S0Oq;kO9)OL|nnf6oB1hem?~w|yYZ&mzU9 zBG8m<`;aQjLx=a+0niCn&iB8)bxPVsCPmSPbNqZWKkfXyCoXN~{>z1&1ZYv3gM3md znPDQMU)>`B1m@>C?Avk#FR$uIqp@kM;t(jPUgEUn(YgzfNf+A;i;BN}8Gh7F_#paewfB0;w-Q*1REo>b zF)E$j`4w~TUt}=J2I3{_En>dxShGj%0ndnahGj>nIDR`!>}aE2?RXYi*Ken%?H8!* zJ0thlvyl=;K;cQ24@8*3>U!~#({c_Jqw!T>#Bfa18LHAMa(%pd@L*f;{tuzvkXh?< z2l0iEw(W(uPiRwUa%K;|u#N1|6M@c&YKhz=dUp$Yd;tBMiKyFd&v55>m4G`TQ!Wg$ z75~LH=N@D(L5Qoh_6@l{1#Q=tblsnieUayt%D0BCOvHVwyGq8lC=17cU-sw#&iSaD zN>QzrZYq_?C&lpVSuZ#nkUPT7TngdWn!Yx4Z3SYPV)z4mw2fYTE7EkPQx3TsXCQk~ zX_9{=qde~ut5QDya&>w1*GD?-X-|tTn!e}lyT7E^Zfv$gWE#~gR%loG&XRV-Ngh!v z$n~dS_s>f?`^D?0*FavcSG@;ZJPt(ch-?(X3#ARtgt$vz^7!7gxo2xF>t2M?6u!)shucy5AI!>kY2DbXuwfg4@N}NR+`LOU=LPU49oaq$X zKJ`qTtWMlOx2T9)_v4)`mV`iuIybX^da@pY?pZ>h(~0ORckT5aIR4utt_)+5%D=-y zOG})BNb%S=?-N6K)+6A|V2s55iF9y$CWkSCp&bBKm;vE*DOr29=$memSjg%Z_&d^) z8YrPP)c|vrWVh89Pm}}(4ZMxtT-B7XI-2EX0p_M6TI@JzmsP@7)B<6^;VYm8Y%&bmJla9Yb>#C>^N5Ab*K(2%eDdkcSwTzYj+wM+pugyOE@_K?J4+W5&T=VSb(H1!|=?&^QYIw+|8U-1K6{}893CHoIt8AP-_j` z4_XHK{g~>b^uFHUburj3B0wH_Ykz#Niu~Ny{Yk;9&8Qq7i50LwKH0k*&~7?cdZhoM z{TVH|vtqwhz-iA6nrYX+f;q6I4%EH)E4X-eS9r$$x5`QRpjrIDrqFrhJ2L$I%M2(x z?u#8Pr24l#wqvT}ZK5Xaw1zV>+dN0HcMV7!@}Me@{93WuIyJbz2VpVw_9V#-dp7oG z2djB#|F7P@Gpfn&%~k~?Xb_Yl9h5GeNR^@}C|y8lN>NB?0wRJS@NbeoOoY((a^P5>~?uUD4?zsG5{E)NqmUEtG@BQrUe&--Puiyt`vpzV3 zsSa~#M=9H-5jAxMa2Jy(dx1UgbSoYw;030XLg88~tWiT^kkg|b?nkjDP|aSO!#7m~ zGs;@A^9Vd#xw|ar^>ZF@Rx)iw=Mu;)%a9c4X6vX(=2GKZ0LQl{_GgQXn5a8E%mt`!r^uqgVlQZvN&b4v|I^KaoK`qBWf~?zt z4Oq&+4l?XX2W5%pKa!V}%r~k9w<a_sBhkP`t+QsK}H39O@+~s>{f%b+g zG?w^&AibcG_c?<6gG;h8wOXkjLJzeJGbdt34>1ObZ=8<1BCBbJid`pF=n@(%*MDW( z-;Cq5;~Op#hIKOOY$SHWz$x;Q-iYroO=mmwJo)Uf_Ec|oF3_t8d)yJI2#XsyuY@nk zDWGUA@pt4~Fi-|*ZuP5jvE8)#kF-l`1cMxN9;=;c_jzFvezwJ7Ftwn9U+Ze>nNrOz zR_!1+1-r|3z%e$=ct}(aJ@^#YrWn1!su$WE@yj)KO}XUhZN*n!6bPgHTiC=Fr)$U_`I zloC3X4|4nV(bOmCcH_-+JU@^BEGHZJd3x*&KhTxY{XD$w1n7)*8yPZTNbt;8@k<8PcO8 z&uc5o#d=licvCAe@Sd{D_4P4ObgMExkT9K}W9rmD*zd1lZIRDQWl3*u*vw5Qz(=Cd zx)jNykh3DLZLfDwKvaovCnr+^Jee!~eTx%SddMcxKi^K+3c7QN4Qzqb_qVlmpv*Jg z!Xw|VcdJ84geZN(>lGkzu4lh^@*<+q@KpRwGeqtaMv;T4F>^07;V0~&C!Zsd=r^BG zZGxsrlQ_;syi9oS1q#q_>N^4vXDsvmyfZ*htw=0~cT?aeRymn6;9#XV<~?@K2LmJa z&%w+P7ce%lcn2iAHTNCq+VSjO>jr|IVuN!R3@Eo)$ z+{Z_w$Ht;k44*+TeEY2EjYjDZ7YN|w^{=ld)Bt@n-mL>D&gyL$nmAu?%qkp9Bj2o7 zrO^7!8=^P-(Nmyjp+)dWOCWRydE#E6nNDu&<-Nag8vW^n;7vaV&xMDN%_5);>FF?C zMRvcubk>8;oBFrfi8z@% zL&1?LTR;oKhIqw)*{uFGBuX*>yrt|a2J4Y&)c1g92bJZenX|PCmlTTkd^;vwRhUk_ zJl@YcW^9iUQ+g(`0?ZRtVI@OnJ5^^>Kkc`0ZuU;x_z!Y<|4HuPk4D3Ns=T3L(1SPl9;ZN`;$;w>NIrXe zIMNwr0LLy$h6I~1vst%^2X|ayYx$Ea%lD0fqer9t<0vU#8C@s$d3upAt8!Zr#zR7< zgj1w%#{KQvy^FL&?=t7fZIYLIb2C{i^9C!A`MLP6D=BbI9M?H}Z+?_C{29qU7ESrd zQafIXbqFG*dK)O!_o~G~yr_HR(Oo%iJ95nDny1r>2g+tePu=*x1>7tO3S*KFdVV8* z-67DsTmNa+Lc*!BfL$x@L5ff!!)jkO!UT ze8E$+8Uk>i7SKuMPXRF>*{D8+TYcHj2zvmBj6l!Uu%F-5#O+l=>x=NXs8_HO=a zE?Ht$K!22{w2p<%mEVt!AbT$C2W|>C3-7BJwT`%6JO~VH1U#^OWyEW-e#$`q817Pe zX!YgIr)qPy&yuyOWUiZfZQ~N&5$T-YO1!U0&4}D=v@$R3uMtC=fcL!XB5!y~p?zt! z=UWy=mZQ7 zk3BGWr;53>m~R_rn4jGMmx+j9EzJdol|;}6y+ZPxAWgXGitac9H4)j$Fu**zVJ>EE z60V+M&HU;J_~pN6m%%x)*HRRE`6zCWLp4!U}iUwd1iLg6xY?tRb=Y99$t zP__)Qbi<~;GskYnV4}ukw+u|`s3?FAx*=#|B{@*$sw~)ib_BgVz~~<|2aa8RgEP|c z$_>}9gBs^nv@(Em)LcCR#QW~TD8MFoW(*ETCW91Au)^TQvL6@yEClRk?aKjAMdt;j zUNb_6KTu?7k^#m7^-h4|wb_tL_`EXj2@W`lAmEbhyi_e&O$2a8W{3>FS6ALgte}}Y zCI#Nfh9Oxv#kUBYI7?kuy^aAg*_Xx~+75F*u7R?Dvdwov3bp9~Yl8&mLpDb1eh`WM zM`HRAJesN?%y#ZYR!*_a#=g<8o|olM;>IrUK<}Oz$PfnqZM3@w)X2l(zd(SltS7Lo zA1d1V+hPkr8kuPo8=Nt$kIw8vn{(7dGDDRDxejXvxFv`K9a%gFZk4^$Cy(0lDm$k#E|2+Y>P z`X(R{NrD`O@zGA<=A^?mFgv?;48Wvm|GdkC`?cbnCZ<64sJFG^YqM2?+ju9|VGa)p zSFAMeG`2*z!HtU=9n1<}MWKir3dbly{F6cTh*K76)TlbFU5F`T6(c57bmL1O`fSt| z0z-Jg6TwX|pV5!<{A#EdIS9!SGFl;4)N5?jB}?>d%?Hnc4HR$I`1Knmq8lPlRBlBO zPos9r8C%JcyS%E_95G4PLL>>b=IT z%GwD~H}3{V`X4!I7+jT}7(G7hIA+FdO|_CW8eCHosW7_5fhBM1f~E(1X|WXFcd9`{ zaXGF~Z4k8)KlqUFsU_X>CwR~aPo8AzW8U`9504UEu+0e##5J>G`#ac^KO7sQ%rD?_ zu}ckN*#xod2dS@Go<6}`57FEcWWoj8lz{gSys{xo;A}x_?2)l4w1vRZaWkK-MTIkoX8=IF$ z_OiI?yk&SpI80vtF&Jt~mcD2Yj(ZO3g% z6qZka?Re6O`IgHAKjmw3F*>8C)s#2Xc>!bWq)v!#XJtYymjzCVo{Qwl$mD@h)|go< zpUG|VY)0Lz+-0q)f(aGv;qRX?``d%%T}|Q{sLym^1&4j-4~-SQ@)vfEhA_k#taz#2pTCzI86)~&Opypl=Hnk%$n^YQh2^Je32({MY7X9Hf&6a zp}Wh2h*hCRY%DYjM~Iznt?KjPdP07$Al4xj&CT$g;Kj2Qgf3S(7g5ILz?UE}J19Wv zyzwTXb(wsOQ{FyT}9$-+pGJK-e#3Ac```g(A%;J*l<>F$>5y`ct%x)IN6>)!JBlpL%wF;%bO_ z;AN;7wH?e=R7P$EIP|k_Ml>|Gx3x|3zbmZoy{D(LRI!TaZNEBy@V(=!OU@XMv8+!? z;IYX`f*MA2{(ff8W~WX>_+cXd^~?kTaO~VB z`!r;>_hUb5TT^A=M4{TY8=R=X0sWv_68a_!Xc}w-d1)t|5%p1WbvHb`^6?xa&+gHo zn4&!OX~?*JsdxOAZ5)d=V#(t#vE`vx91;6ut|G%hNA#0ksmNOD?-&Vn`4igKE1TFK zYX=L>c~Z7=3c7`QgxZq_3wj6bi-d2$PlIEM%UxQmHN4IlLWnRhqq$AA$C9&Eaa(+M zdgINvb?BB(-(j%>DAGafuLoI4Vi!rmkW+ncWYkZ@MwyY;?s?h2 zWj9la>HqYKaU=XNBhBiEm9|@s9u(t@B(1_Kb=;70_Z546{>@!bJs8W{7Jhcg(P0se z`OtP4Z*c4nb;WI`CCe52zi^Jfud_6AmBo?+UBa-1;~*&VoX}kLt>wklm8l5IHwL)H zO7@etSmTdsT5Xi~SU{mNz;gr(tNQaxXT{yAx@XNgW-+`r>64Cn?m~zv#=Y!ak8Rw1 zSzqrkn@!3HHH|>|TJq2u?OY)7b{}xdqibPogzC-;j*uyu{7ftOaJ|1$wf}b^cn)rl zF2l5ied+l7d;R1yUBYk$Td(?HFx)Eob8f++h2>kzhQ`)xgPz{KZ^RiG7^ok$E(&*S zV6yi}3{p4EMzvJ_#R?l?Z07_CkJ*<@EAo2?2ZQ!P9OljUC|A;^Xi+QHNT`NzX7($^ z6H(oXI|}>S^!K04ka;Vgx=d=am#M@|kNH7PlGy9DZWHxOf76qYf0eOzX2kG!k=3@5 zCC8uUF;)^t$*uOal#TJLXhQ{o#C>p_zTGLL;X*kBbc8CRl>o+V?8j$CUPrg3zgp)< z+@7y8UG1`tpv@TQU_P@!w9(#@JR?VHT@CIL_) zjBL_@$o^bdojXtPyAlL)YjZ`&JV6Y}+ZPsYn}sMP{@(6I4YuBOyp^*4zwW*p64oM# zS$CxbvraK&nRWIhyqeEUlzUoayzuc!G+pZT{sekXUMM+hBPC?llLhY`z-q4VhZ0Fw zkGhEQc53s#X&=wgK^E2!HMX`T*9=1E6czlpKhTO<@icQpoS&^^oU7Qpzh$y8KSwF9 zvkaiI&99Aj2Cq6HjRzB&CT1QCA&1EJyEY#S1DV3JrPPFb8iTg?Ed7tl>6-#-V7evx zw<$MdY+g+p{&|s3Bi#P*58s{`+(A-P*&*#NPw&H39zfY^rT|jA9400Vs*TK9Q2=$H zo>=rz^)A|VP31~wYN(Z|6OHJwU~9A?Bc(a*ft!eTBURs!8Hx<^?gwe*Tp)s56(G<- zZyU*`lpGB^lWxeNKD!C~Xd=5_LJ|lg70OeIZn8f_#r$isL~nhFDi$DbA(T`CS!(|B zjnl2n)Q4zp(Ydzx5~bD?mzMNf$2cZJuv=65BM&9wZyAyuqQ8nJMu{K)_<6rRY)G&p`a8<5N|5toY8%=jnhOCaT|C^w#`E1!t&f*;WTB;<5lVBoQR~!~ZAhDUWH>UQ5+$I!9P{g#e>fpS??dVK6JXiA6whx% zDKp8~lkMUK44@P3aY@MG>}R1(03PnkHPt51Y6r8G3Z%i;%N-*N>osD+;#{3DdPqe7 zaOCp5$N0$HLuyyc>lDRbK2B%F|GkUW%})TiaW-Fo4I)EMTdIpZ`}Qf7z9;)Mj(R{L zc2r!vz3SCF23F)Q?)w5Tf6$YP2{uFuunqjoK96v_AtJ{_FuPY~B_T-?p@b5gFekhT znpiJgoYa3i{gvUF%zQ@jS<9!Q*EyEEhj^<=7P~d`K>@g!NcN`T*X8!H$9t})f-bZQ ziB)_)%7Xk6q#Ib4AL{E#FQ$G_Y*PuI-JIHp8mj|604t`}BC<*-##Er9oe%?vJ32%> z&ixBr;wLAk(>Oogg}o~FIw!{;n#`{SzfwAq6Q1r_d`TFy|5?3i>|GVia629l))S3V zE|}}+j?664?vP5$G7Chw;l-k;VQJv8!cE|YEHSk1qchq+u2RULm;@?J#kStbP+&4& z_KC^@0oA)<8XCO2@y}f6o??k}S$wa#GI6sVdly8k(%K23SKvC4ED27&Svr;0Qw64E;lL@Ms?bcHqB^CMhAsD9-oL^f zK5#qSGbV?PYF0B;GIy!aq_oXXv5{}Cf>oiCEB4V%M zWh~$V>{?Dj^}!Nr;#+_GAdkdFnqQ^i4(9WG8)GZdUNBR&<*^K?kkbRWmvGI26Tm*c z`8wE89~Q~9x`>H<7t6*k2efqcEP6K)Bar3&GUsBCG{G<^ix++DW09B}d_MZf0TJrA zgA__PI}Sq{33QL|`JO~0IvB{JLAsa0a}kBtP3jJaYWlm7rJ+6IBd8xSbUt&kmqc~r zJWm7iq@C)TS%==KKxWi2CioLO;y@gg^>$?#L@U&TPvKJBh}?nEe1@BHfuHLj3~K=3 zYM9UANcVCtjE`s?sE(DmPK(%P0qr?mj|U@ITVS?7TG zMGuYTp{?5h-F11(^TLa#0f0iDbZP0D*XZxHPe;5>Mfkpp<+rmV#Y)zW2s`z z`#3U!2tww?^gfwAcTVYysMjL3=j~~rGsH=+9OD3XMv~qsX_Ee)3+*4+&!As#ES*Q5 zpnmG>O@(NPksJP8CCR7N(*VRh?~31wwcJqHQ+lX(%~!o_MlOu6%fGOV{hC^ISMG~G z(fmuITi$}aya%M3dnW6?QC}BJ7@d_W`m~3K1RmL9k2)w!Q*;H=V*C z^gia;!9`$v!HRe5_xrpq+ERpoLu06ULc5SeNLX;~!9;m-+Lh^UT*2!~QQu&*F>nNS{kr zm(HJ*RKqy3Zt|3lhrej)KL}(7VwuFHE2f#cJ#0gw>k<2RO&V&n{)|F8Y|;)xC-er# z-^T!@!u7CT00X(N>1m*ym8z*0dE)-8bltJQ3$fcO_I8Ud^qmoc!s>joAo*IDE}T>nz}s(3Kf{8~F?wIUltOr^q5n2beJ zaFJF5BtHj;%+OpwAdMfxCp8S4*_qV*RAzdYPzexx9=RE;`8R2S|5D@gWX%@F3O0dL zlopI~y~x4$oz0s?-3erl(u|SF`DLj9F7q51IgJ8&JzwW^)C6he9p-y7?MzT^>r=rl z9?*YN<-?G2W+iJ=H>@9+Q>eTG!@}uD2RmA@9Oec1ptS?o&TrRprUE2?-v#B;$P19n zan}0o@9Y}l{v6PBbU^^N{nBQOb5o1=nq(R!8&!#3B_KX>$B3Hr@H!%u#U2Tm5NhoBB*YQY%ddvx1FCx^i9bjy${ z&&nNukbku-g0jB>l`0a313zD?@`DGgDyg50b3=k+?Zqn)q@6+nA&_KwiGlWo&D?V! z_hb{tP(2XI*^>m{HQ>{Tkow?Fd7dT=uF=r8YUS!Ij>fhLn2RK|- zn-iQU2Td$cEqUcM;s5{=-1kW9&&t$r7(l}>>}ySp>OHihZ4qCZ0ERR1@nCFr4u~** zFK-nc0k@*giNjGK&*}z98Bf@F(zUFJOTB@(4Ey^w4{cRKRk!j9_}t``l_tPgT-tx` z;kEL+>ef*;V57T01jB>F5m=g2wOkG@D6)kfCN4sAYNlr!)e^As)|T7HEt@k_v#};-laauwrsVx_7`uAwJ?3#id~D z>IE)iPR<=`b7MUl)p4cS)-RvDI~QSIVmss{f(jh$AYlCu?A1cbXBnHb_kgg2i!ec~ z%y(c1-wkD&z-MiUkVYbhJv3jsI!M1q=tW!M5LoeXQ6iIJ6d{RYc z#}!!ce4}_Gz;Wz$)(d9fbT~!;1ILNy+`fW_UK}ZG%VVhG7XVA=tLOrRY z477X_gjGx$i@OCi6$Hdq_0_G=VtuPuPDn~FoTQPTAbxF+9CGPa<*3x9FIU)77J zrh1eZ7xK%_TsMz2xF@0fd6k8*7^fD{cA@a$=?2U)LV+0WL-D`sx2GzxAJ0|5@~(>;FHfaQZ*|)_+$0_v_yS{m<#D{x4SjXVJgc|G%T= j`hQv#z7ipNt56*AB0F|UQla()_@knvc{^9p?9IOcm(DEn delta 114573 zcmce;cT`hb*DoB<$e}1$5CH{_9RfiSMWlM{D8)jrO79({Zoq~Lf=WO-qJRnn2%S(B zDWQY(sz{SAodCIWdlY@%_q*>M;~RHe{&+l(h9rCMwdVY_xx6Tw6DKzZUg8lK*#sMA-0lQcqdz*^Raek&?7UZ5Mlx10Vj=c(yCN(KY z)J%{k3uBNWt`io+q>_cPcKu_B#cxkYLS8&I%tdu@4CSas9t%1j;N9NN}%yOSavGTxb;V5U>JI+D-O+uPvw^92{#$buVZZ8$+X)JhUG{UMtZc%>uWEh%x@ z^J`{Vv<(%M&xuE6)GB7UPk-cSA!tNIvkZbfQRdaYd?nFFt7l4;g#H&A*eJxn&DJMZRBknTDI1nC)28@#R+$wx(Sup^rI&*R(*h8gwUfh{QSjzDMO@aBL1J5+ zHOfRo46A~3MFwB)6xJDA6L_&FdFc{PTdO|HQZs}urH*fLvjNW^m)HJ+zK|);ta?(3 za^G`lAf$WsF+T6`u(&X@>(`2>_>(+bM^yN~PxqIT{RWL{!mtIcI2K0P! zD_Rpk%GAs>GYmgrNivRdIXIjvT(r^{uMqjItXbvKf=P{{hWl*81*_^gdMr~;wLRfJ zL!irH?=8QsG0>m?aMH7Wt|kq`Vp#uUJgN`Bvq~=(Z{d+N3DI^6)pi*mFp4CzUtF81 zlhF>o-FLfLXG*QE`R(=cN61bgu2~)brPZ&`6+67>HfWvCDr;FA2+_5e=*n%$wKooz z_HYdwG<|=UvE|LxedL86H*GI<%eFkn#F`gJKVVZ2$%lQdvj`|#dEJudINC*$au^QO zwyQjF!foEdnVDVVAdl?w-Kkqj}_$+5YqYUDoES8_8wsYyiUZQOK4X3{{nbFX8z z&0k&{I3Hk;^{p*?!s*-F1dZN8k8Yv3y;zHavBA+W8tqvtjx>7snX_#dmGk{p*QfF8YWJJGzY~XE$afIZgJAN4F$I zds6HeV*OZb)?dWu!y|>b=3KF^%N>dek2h3K)jQ37%HePo_r*gSi+}BJjMrKEzJ}MB zllndzMjmV%UjKEB*9%$9?~lZ=ZC_s#d>_VSZdbQhbXhZO*<<|ngSh9HyVP*=Dtz$8 zQxdnoB2`=%FSYaNFC*yN$=<&@<+iZ)O3?Q1X`7uG%P1N{zy)k^N}FLic8r>o$Z}shf|}$oNq< zOZqQ|;4?>4ih3S#2wT;Ji)AZBo@(z!XqNWKV0D_?L~c2{*BCj^(u6HsTF!<4}*8sK;8rfFkYZD!rxYJ0g)&M0$Q2kk-lz=U9 z=*IW1SG1z}4)Y1m0Se(xS=77^Z6qOjS$DL1NAczi%gz&{ttrvUZ?AnMmzULS`|nekjvTHGXmbOXbdw(W|NpDFheEpnn{sAK8lPb4N%BPE;< zCQ6b;-ppy49Lz+dFNhg7CDy>Bb5?I_PE^evigK%UmySMnM`R|2JdqdEmu=#iALE=e zw~_B}k@a2adyF9x(ms4^Nj8VicZz;lJtZ6M{{5i`00O5HEXPKvo@{H~)+kM@+>h8;`@xl>FXhV- z{pA6g8mnv6Nj##t`heGSD%*T<>NBwb{ysY~rLY5^H@x?C!^)QJFHqpS@hH1CD#0^#0V(!9{AKklZM!h z>U|!|vzORb&<1F^JUgP2WuY#n;-ojFiQHh4(m3z8YwM06VV(ROsl~oKE$POJA*N9} zbT&ny{;HAaPW1j=)+%I~m~b{pvS#;~ z*eyQ2xk|jT_%=>G0@{Jjo!R;+LWavx9_ndm67-K06=;m~3k& z^40$Wk383Q?SB7gI|@HhD_<^k!^NmR4Yprv1>?(q?(xpdcgl%*M{`t@H3pC_94E1S zA2#IG+lx>4PE3xqr)$T%zV57ld1iaQ*o7y%Zw_6~vhIyas#6?andm8y7*qQK>-j>x z`?<$>w&BLO#{|4~hxF>~_3Q}@vY(f3y(4<p#=Kza*tw9(I)vDVCkj zbMfMP7wz6UvqHP2{JkOt7tah*_oWnL^3JT1A^Fld-zyReg4HmOg zoz%ic>_Wk{Z{7oy1xp?P1@Gu&n>6eNV5boqecYs;Pr`jMl}2-$A4|Ky>+z|3vK>iJ zIQIeIy^&a#&7DZ64paOa#ddo>$8|8_yOqkylYX3gq0{@!=k)I+pF0h+hddnnSSwYz&sEoKcLZOwVu$vv51!|tb7@aeyX@;SpX`z7 zXn1vDJkq(xc07MPtFuew3eJC~J5g1bqZGPKF8T1^LBTVCR~uK&tB8MmNQ6o!@Z6y2rx0U@kcPiAWVZ&TsU6c56#R zu%A%!!zwxD6)x=0NE{pU-oVf?p51HJ5MwxK zm|C>_E%B!AtAQ(+-4`{sMAr?a@A}^JC~}P&(n>2zd=aShWVd)%@2*k$t5@G%JFsBb z@A1;2BZEIZ{O%Elz`yy$chTRX^WdHK^$fUuuJ=N|++<-9qSuU8km%v0D%M4rYkhb;vrM+4K`Mv)u_=R^qc(sCsmu z{!%%VCES5t7YDmwq--z$8-RuKBG{}UR-@E!c!h~TxQ8-KS2%zsDZ z|C>)mKSlP(hyIH{;WtG&VLt==`4B9q{{9&Y`T(7)1Ws6Xd~G2(S4GPpVF}`{v%@i_ z^TQ4M1T3-F?)<(zvL`rpxqm_nx=Q|STXTS#0N>gH#2B7~a-8;X`yrGbCtI|Wf`xUZ zf8fg`^`=cMyYzYyj|FWbv7<)KZ?1j-U}|>eJ`1C(JG^=x#0gEZ)3{cj&gg5XgDvlr zapB_jMs23YE!yhk69M3Gesbj_bv=~)Netj3EY6<32;cIJWm{@VkK3dab+$>-5+3OZ zC=OL}Eh)Ozu-r+R=B*mgfV92lGMW$t`_t3Wp39X7ue{KM`WXS0qUw~>m`Qtc?77E+ zxW;pvC|#^^eG7o(ZUPR@g4(MYDq?6cGgyOPEU@|f4|%3m!m|3sQAYZ{Jbv;@yK!_) zaV}=t-rrA@ZQnl|!lIG2Ty2Mjb0<7kZj-4KWNoEmxVBt-Bq7tJ;XPoCL6HLJ-nKZU z7}j$2<6Mfo7DBBj&u%vg-b(vjF%#x2{37 zd8eUtihBA%q-0h!D>FW!700YmrJ`@5`bMe5@cd+NkxaY37q7H?+xaKEO@|_#qu2%2 z>V@hK%7?YVJM6LTvhpaLNKB@LwHlkNS4T>;#>UwX)iV0@+Re8ccQ&i)j!ztGksyhz zBW8m~cP=Qj`6!dsmTe~%A8wzpCJN1B`H%uYsE3AWDAr@%jq^>~*3aZg`(7nHPr;?M zfna2fQ%SNpP$>ni-I>msa9A~P*6&ztDj;>TZJBW4;unML{=Sks^UI?t3H!Bt_4K!V;8kSUEhL z*k`Y&q$RyPyboY#q}1~8D^$SPkKFFfcbOUU7wfT!BTJzWo`ddiAo2Uu9R}8UnT3jd z0c~ekr3|(oQgEpHJ4mhycQJX)p7ZFfyN)A`AF;In^)I@Xm*Rk_rXe-5tHQ%PM!#u??bbPsMmck&mB64H|U=7t+yq2+6>mH(pq?C@2N{4F&vTH3lOf2p3IlcBBj z*RAPfTSam!N*-AhT3w#I+;FlL@Hm;8NczklmvtW`V7hkuTJdtjTMu5bOcwWLJ52U; zuPR@1KnTjLudmo#4V2i8{aDbK{k1x@2^%w~dV22l@NuU7iGHqnCo(C8ZYB1HnGYI` z-?_W<89u{ZrvXbL&BjVQ^!tnDrF8-_P*L5or{bqF0Z%gUrr8a=h53nz>5$rAKHf}3Pl zTYawGfF0eSF0y*OTQ!zG&AMvXg7j2+xzU$}P&EiY;V=x@g5i@4|t- z%dINeXs4uZM|j%0tJ`g1A``0VeUB8pKwIj~J5&~e4C?^lIWP^xdb=bCF*&wQzD8}V zGLB`5^O#Z2Q3`to14(4Pvx!{!OrM*4Y3_@l?c#V(LFcNFI%)r9tnW21HGsV`9Bj&= z)`U~4gEoC9yOGto5Ncx5Kq;#BPD~bhP`i2?<1Rn&(1xo0toyw1c0iHi!PlI-9YeUy zHIXKz!E~PrEYl8~I{w4Nqofa4gPjix&zwpd3Oc~6aI5OHW&QU@J1`5uhI;2c`6g|# z4QI}U#do-Uq3J5^ums>3Ewwt^gs0N(uuA_G?#*g&;1|$aufJpU}>QzhH-rr+BBrb(a&Ix$$sfE)2bS#UXTl4e{Lsi^|6;Pt(TBt#UH9({7 zpw5lTkvIfy93EZ*1zG)kgWX?Zp1Ik(-(#DldhDMDhpO(CPBS&w;h#-p-XfZ{*p+L) zy2?;NdBeZ1ov^*Cm7%$lN8-b^Qq|S-qW~b0i-5i(@+}TK&MwHsKe)#D9aQH7WO+*4 z1VC;w4GPntrR5I~Sjk02tMlPib}hGiUzS+cL`T&f{v3Qq8UbXk^7dMsZ)itsmU*>< zVKG`a8KZOo1JsMuCCSmlopvmlMD37jYoFc<{2yqfH1+Q@_jCM45rEm`qoA`Fc?KU+ zGLrJvyL46#HX$4Sz;$uG|1EoXd^IZs#^ zN7&v^)+y-NDWrjX?V$l{IY^f0I-@x``swX+=4w=bvg$~PbP8iGL`@q&WM4={#x-FB zyt-ugc6dG=;6Nda#BCF>Zqf$oqI;#{=MCXqaT@Qisvdg{ z%Sh@3I3vzSPy2HnAA5EgpN7g)ew@fLt+&qduWb9vf;oc-G-!G`G1-H*;2SXNyeiL} z@JjOi1Lyg1i<$%$tbDJsVi~8~uqg*K3mt9JCq+?eE(j`W!v)^lv=3DToUy8oOC0mW z{Y@V1yLcsUr!x0Y?s4c0(>F6=682;8OgT8cRcM%<P306O0)it~(fYar;eD~GS0YGedk#H+k@SlZ2ZY*~7hyM1f9r0<1@=(<9{&Ywxm?EB~CNXBB1 zTy7Ax+OcVe6p^S1%lOUvIrM+aoEY2l-tO9dPb2*1Ucd1xh>zbwgEI{RpyQ z`cIzof16&ww)ywxf5&P5qwc_t17a`ui1jf89cB+}mFroK2N!u#V6!|Kq)0Z~qDZWVPO2%}q^i&*|N=`&3lB zJl*>c*}BkU@(1b><#zO?zN)|8Sc_kaFZ=jg9T4>C_NTfnSS@55R6cvFbBe1einNCD zsy<@Tb_B)dLOS{A4%^v;y9s2XCEvv!ypuQKlWNa;W&n^KOw`IH(P&HG2hz_x*b-+N z_Ub}FmfK_jFintLJHJ*wZxWR^uttJp*Xc{epxxJstq!n%LfD0My0EX`I`7gR3%V%b0y{gn8Wp72PSai6eA1qZGU70)zt?c)6RNVJf`;^o7a?_|7#>J?C8GSrUhm$7K3-MZJDqTBmL9q82uqZhcv?>Pa|?*K((+s0zY>o&B1xfH;&-!>E9`MaCg*{>9WzGShoIPC-tn1K*o%d}%< zi)A|Ouc@)7gn-Rlq7_m*nNLqODav$vuFk2FK~x9$W*FKXA^29Oz!k5r!*PD22H7bY zA)EApz@IfrB-fh3eKEB>+j3$3t1inf3hl|WQV9Iui98#wDSG3 z+xN;t+OkdnuvPLLOjUif+FOBkUOplvuMh4YK9zW_gGo&qI?Ywf^mwBb4AZ7AcdO2< z8p8@4Uw7PP4l>AoLde<*V@I0(kb+yEHv_5#Wr3WYsFC@uN>(Lw{*w}B0hP4c(~Y6r z7LE=c&HXeVqT^bLI{jisNLI@$`VuaxhT;2jaTCyIM<#Hix>ZLrM7+vOL%6Uzc zP+pECn7903nUbWQu9fB3lkbuY4vy7QCV2g^r$>b&Kn3k27A~8)f##^~6@fXq?aUuH zamPwe0nNlnY{Nxom+xO0mr?Zkjg-VLJKlz*y@~{3Y90jYHe5>nEmSAOHG6cJCM@X| zxi8t7x0B-bh})H71?o=rvuGB$W>$Ssi8mPFqojg8Uo+0Ltd=gV5Cx0B}|p?=c{Z&4BVnJ(OAqU>179R}@9Q@|4kkplX68#b|A44KCb zzr*B^@(bX9a@ljxqyw`PgOQt?dOg#|L@gxi!ht@*@jWltg_!oD&}zO`VlszCKR~32 zeWk@6tB?T5Y{LHfC?HZ2IEC#f{};}m^69oM-}A6gXXaJk0tgFMC@)|?tW->k2=?~r z4hwD}__XDX98GSu(YF}2O-{L}Z*w7*#T{Ehc-WI^u1f1?dSkxFRC)(euZs1ajbU*& ztTA6bhwI$^%Q;1>GA;TaeF&ErxbSs;_X!i2F1Yz&6GySiltyTS_kmJ&_h$1QESp(8 zFN312b>zBwpMa3g8>PQPRtv1UPl-j{)|={NW&(CLW92?-GSiV|-ioK`qZ$u2(XQ=f zTrFWP$%XM+>d7NE+HrD(5Y=wFJxI_sn>D~93n5Oz*Ir*NZ8g&gnohD<1;)ma&nw}S zWS&UhH)04?Y+~<2Sg#_77lky|0MCSL(S7T*A`5+sPFZt9N!hd6utLhq4G({34~l6C zea_(;acVpjS@}n!q$n>UPuj*J7A665cOTP-1I2RmK}J^AX&7-j7_~ciP|3%q^_@eG z+}(r=7_AaTYiasUqFviDqiUOMC4mN_*Ao1$AsS)`c&nA|Q<=vnJM+4@P|UKu(1T1X z6d7dQeX>u^;{me*u3ub;Zt7Z`T<*4EiU=~6R<5N!Yx8LnHX6bxreIMZSK3&9?dc z{*pqSTLDGs!3^wVM9sDScCX#%dmNiG2f!iA0+wtbuRlN5j$cgvKFp;kQ4b|5iZ3T( z>r9vo;;HJYJ^Ha~BkMqBzYjBh%DB&XQ_3DnjG|ffcaz3*^b~j0EvNx~s@K{3^^rhE zbXlW6vVNyvVUEX#Tahd~v#|aTwSV|Z2pCJ1VNZO9bt-3-1PFx|?IMq};5L>@(^l-o z=I3Cm@qBVJyg*y*4}jN|{SyKv?xEZGu9X`g^FVxp=GFj%cpNQPoXy_g&~rCW z7qMd^#qHx!sb*D|v%}l4yxHigUN7z`&&7dW5DY)l5ZHL{HxUtVanN429m&_N8ps#%(mJr zQ2=6NZe2IY@G_}WJwaiQ*jiRgB{UnZ`Qu<27jTP7CuazPN~w<;y+DoHA!^r!Ws{Xt zqTlo5v7m62?>+%MO8*VSZ7r|P`;)*j$`Lfi9%ENi4z>l3H;$&n`VDa>-}PmeRiZtm zTXcsgx|ORc3cftTX`PtkG>-U8dd(rE@h`cH&#`2Zb2~iZ*Z^Zi7A(As!ewbf&0~9NkZ(!V$lO~|#QakNYH$LkL=dm)Z8No5x z<%aq=G_nVqH_5Cm_FEMO-Ajtej!&=~X-ZIZj!r1H5H+!|lZVCUax=Phc?pn;mh2+v z#o3_fx0xnH4vM_b^m91<48{I-j4nu(hkE)9GH++U8LKv!QA8RN*;-b8XqPYtvVbV zZ2h_)XpGd?tYbI`ySCe^Xw^w#63L%w%op78X#sz~{vOw7lP(APzKd73M7uh&xLAKw zpsiMohSYw_GH~ozy5#5R{iZ%7gt+bbBX(Q|fN&A=rN8tSCc4))Y~_opU)UNjyx^-k z>rsjWwyG?;yawX;Sn<>C6P_jc;>q&K*RGoLvQ<$%vi2B=*4FLQ;qQsHKs-=VigHr_ zv3p0?($x@3o*#iS zwk@1}Kfe?ybGMNSpKz{pd*MdJwKgJDgT6b&G#cVUu@8Us5ibk*lF5HFu7PqWT122> zhMHE{pv>RP7H*U;qt?##>i+-R!$YtCzs2hQ*fxAgyT$F)AYP?*$~O<)A>hKB00?zl zO#;DV!gfw2V>N4KKDYAcf8h)=6VlUR?9hvr>PqJQaJ0Pb9%9#b& z@;4LW_zL5jix3)%nbfmq5|ygIpFf|b5?^h)b+0rPcD@BAh<_d`O$YF#BoLYT!=mVi zK;pXcAo%?&<{djM2vA!)!0H_X6*kpnX0RP{2PTlYd6;`I6FfQz2!*0$#c4dV)o5|Z zTtcZ&Cdj83Ex{mMw}**Yqv_+cns7vn+?Uedm?A_AUL!Y%Z!R(Qc#_ba$ zfgrd$5bYk}`RO0ibE0Wz01w()u{zGQyClmFU&la&D* zeJ_UK>L_?0=1l^ZwMwed#t8Z7F&)%7%30V6P978nBM4%p7p*PhPE!jZ@Jb#GGhaE7 zaG4-r2+36vhI@c1?Z$(CvX34sHtG%sLC&xh9%K9R;g!G`<-k89&IbyH(!` z#FW}HGnHQcLo5(D&GXh`1u_B_rM_G7j~8D*S0F+7t({BMq%ZiKYsxVp`%Lk!ds||c z=1G<3W2_AEt!3#aOyp?wpThlW8&=W+A7r&1QJvsc7rsukYbc1ewVa)iy&$;-;uk| z(0IEM!Z}Xu5Z!lAV}57do!4ws{o=FSBV1x0NI;A|V$Ks<;Zkl{$QqiNQT0S~bWRKG zYI9={K#-?`ujz=KcJf*!VuxV)B+3s(kc#QY}?K%5s=)Y;@rXn8(B zhA5j%pT-n+AIFJj(gF2HZwx%s)qq~7PD`hTa~!#Pi9S?{&X(6moyw7HsAp^Cn>KS9 z?7Q$JLsi$K8Fs!jt>5ec2o;A;P1)Am!EaQmv?JgZE7e9RkLF2_jz_|D0XfDUT*z?{ zno~3CN!zf+&C-)J@0sVH(3@qxs`%naiB;j!U`+XOovdZkThW{sIWCxVgN|H4w1!_7 z9$pI3L0l_WJb2rfbEzp%_`YhQSI&JrQb5-1YGTvegP3dDYNiUUq zz`cvQ4i34*M9v4^m7RvY@2+I{bW>Kg2p)(8;f@Ru(eBmb<}LeQsCd(3w@Jp6MqG96 zEI`V^YAH&LXT!pC?TuW=&4RuZ zr-%f_U3z|S?OL<o09X5ssW=9@Y0-e|G^8CJwA4P%|9p!Q#Co;_23 zYYVcQS3GSfKj!Tl4=~3ZyD92AC?jS6qa`0h1qc6F;k|F({t7DzJ?}QpISg z_c3`Tek~*oDS})@21i9m>hP#G0oifmAKm_ngrQyizC7#r2f)w~>}_@>be0FyT7i-o z%0$f-P&sY%b#R>;{RA0^jS{p={5@Xqu3oU=@v1KlC`NyT5RpQ1p4Ckdm&723d5%S!1QR9d-B!U=8Bq=7p zM`e;QW;0Kp0Zm8Fks6dt#AJ|2$IK&5wH(^>9L;@Nts$}#&4}T!F#{zveYP5MhKZlDkg{tK z_l%PQrS|5AGH9ELnk}YrOG+cI(`5`HX3g)^L8b1#M+f?B0?k(F1MK&GV;S2ttu9GL zKb?u#{f;Rn$$>CKgO<>J3dTX?Zrtf*dK17a(*wB3*dD^}FhX4R<7Y zIqEs3$X&&8yVS>=p8voqvzY$!0So7sH3g`7uni4BvrqAWrlkU$ID}sc6#0ch*p%uo z|GC%r3CLY}2Tc6jVwIXj0=ZN2VclAV!XViP0EDAul_5I^@}`D%X?+obaQLaTkm;8xw^4Zl#uV%(b`neT@%!uV(Ltovzs7?)o=w)X zyH<5v3bukMZ#UU_LG`a3AZxEqc_{PV9v~p9TJ>ZAcqhOK*_hJM?>)Lvo%L5%j&IXa z^%&;#EsU=OxYDcwmfG)b@N=9UheUo=aE;lGMh!YuLsPebDndkZcYO&kKqg?t+!zum4%(YJU`QkjKxBMwL0FVXfU>8i z`T*Ahjd3N}MRYqu`u5bvD)pJKS1(y(A3Rk4y>uZcpab-M&_2+l>3PQvor7eNZx#$o4s^UGex`?Cn|WECwGKhOhoiB%vVMPy9C9BiXr^0PGoLi9E0`$#5)FCnif z>#6}Uzau7LT>Ey1{xScE@e(wL9caZe1DLTB)y+W>kZX3>foWA6fgzt4|Kq1th(150m<3cYr^xgu z+$XWf1DAt0N)gM!kTg=i*O73-1ysCuaV}vHMq&<&55}^k*cm&mr$I1*CzxC}Q6M7C z4lDs}#fi#^!P>ST5q6lOGY1EfXPc<%AsLD5*N1UgP|GP+Rz9VWCOV=50nQHogosUU&WL@mFl?EP)O{Hm^@E0gW--hw4nRW@uFF z1`3jamSVV{mWxx!XDcp&4?V9hZReJ9&4~1vZwG4+Tn{vNA*7X44*~02$IU*ag3)uR zV;+>_c9>VR1eGt#gX$y!0#!1YR`|<#ApKT`A(@v4%FdK;>V*-l@GOcysDbTFI}Yms zO17sn(mu>~aZ-82*02qAs4}U*(Vb_Imrj1Wj=o1#g@$?%d(U2uM@NCOz=>0B;gS7k zodO$}OCOW4`HGyrVPKqehEHk$&8?-gS42XyKm$>0wjWS=55VbymY1@3F9i5S2ZIOT+lz0iiK?s;HM9Z=!4ZF+!xZsEv)tIG}#fDmb1 zjpz?9)Yo1(8AE* z(9tAj2_9x9%=jGwuMCU``w~Y(OB`QBqo55z2mv~xCGJSTFFsx^N_-~Z= zGPCt(PERVg+%|b=Cv>PrwNLUwCk#}KqvilY@aEA7<|(GF7Z|?I-?0tv!%CGm83hR} ze5;G@(zKkmC|JmOf=2$^iAg5@{>dW4JpKiHo`}SqF&(p60;OX$00ky%EVK23h?9Ufz-5{)k31s`D8lFrAFG(ybi@u?!tpx@n97@o^ zq7F2uL1%GwXAZ?OLHX%kr$Ws+aT-)TUb0Fmt{!bp3)1G zp`tb!L*EC(OTrN1EYU}g1wdeU)2u-SSQdg#_9R0t+#+}Z)_->|)MIs{hLZ!@c@DNE zliXH0C2*0BKE1Lcf8N)dC?0nN;DrqXHZ6(KLi=8xHYrH3?k&8!v;yNDKV(PP zqc9E77Bdv|dC#e}>^D15l>K8=6uQ_wB$8Oh*s9jUPY|=#2~l5#_;VZVs9m#NFl=Oo zddJ+YaCm|7CPD;?_qs_VurXmqywYxP|7(W*9P4w-AQ6_LK%TRgVzmbCKzlG#hQxvpZnJS)!3mc+BP3%+NCc z$XawR@`-STplw;X!D`pm(+YqOX&3n*l->2kXH7#9CQ!2GKO}&}LpW5|7nM zHo@HTO*9L1kC`LSZw4AoFF<@l814XvkwYp)WB@$nG(eHd$B>s0Y9FP%GuPR0XNmtR zm^mS*r6Fp`VbW^61L6hR`)$zaDMNyK5Wg@}#RFzfH-LMe2d0+Xr62!2ncOx~gt)9W zhIRxe;UPsjVU3z3N|hm~kw!grvMs~(x{(;;&EYEDYi?c}3{ZDu-?G#fc9=>+vwY_e z7)y$s+{a_%=^rw@$9(91<0mhccorvZmaD)-MHLevB4LHvA=AHY z2JkvIsk~IapLK{!SwT4W>$8{$SzJ^wqVg?cCk7dPEL|4wvj18r4)U#GE|=I_^H zj_$;;vd9^~_FK{N8UOwFfw{jw6UCqZHLCab8M&D2JpVE1Pd7C?OD(*U<*;f+bsE*t zEO1Oo?p+GlBlCGihW3>(q#1H5!N`nzeNr6EA>mGj;@)MmL@DxcNVV0^tRMO%_?{pA zeF^aSa1B(U*F3D;p5 zbyazNajOJv1)0%i%LVzDQRhxZ?ilHZ+2B;hX}nRY(0Nh^O*dJ>vYrR!zXST*_~LZ` zJZx@FShOD$Mq#`l6O`wih3Y7&aODl9_UjQSh_W05b7Wxw<_NL?&Y`eq43JJH3P>Ra zk=}ia3uYQN??z76Q$mET)#cG6Q$Au}1|@s;dMxBpVO&2I#!6A;ZhK@feP3*~HGQ9K z$2!4+r}pyNS8p^WfR0}NipFU|zZH^zvr>}ChKJa3D(DXEz;bB)I8){Hcd+z?(!;T( zo4?)rxwPT_m%f3(pgQO@)k8Dw0AHW?EuqJO5c9vw;b0he01~z+VITuyw=93M=Vn5J zsY&(dKlhkWX+-(dK9JTO64=(d7wxK4+GWpU~3=^HN} z@W?r^*mSq*yDBU|F@Qwa3^G(VN%5_Vln}FU1AE&TB1|^w?XJneRRA5wvU@#e6ot7^ zS3^i6!=}U=>5rwmhN%V5|?v7QFa zS$Py76nbC+40{dx^g=a%46ZeTLn~`1e8N~plfq1qC*(KreI5|Y9PP?Y=ca1ttB9Gm zRO4apXJd3id5`;yJQYBocB=Y~U=LUY6KfF7Mcw4tA{`nBHsHBF7$_hW4DoGnw4X$;;G{unh60dzw*4WrxDFyIsR#gLJ26b8xme};uN zae2qjRqHi2h{i1FObnfIYGdj}o&_j$#?xKVzsq1`hGPQ&Vm|sK6{Zz*x(6Ve#ODg}q_BvmCn0lqw&kICWqYSsLXK<$F!tOnu3)j9;taDjajnB)RG>mhDw!ryJe zKQ5VN?ohP5$YBhT2I9TNG%A_-S#v_N8@@LVdwGYf%7u>oZ1;&ff0al+@>N+iF{~2+ zL$i>d6Et_q8a*LcGX|Rge|wKcycTC04AAUc{9}Ly`87e44!c9@v}XPlE8*esZei`b z3^Z_tf9?+2>%=q&b5#KL^-;g2WcjNS{~SycY?Nw=m*)l_38ufWQpBS<%JL52ORe=~ zA0Cy`n&Oe2Key>5TNxx|lK>J}b+LlBU;fXJa^EnCt`0EEk$>HCv>zOnN_+x#8agdA zuMlyv!F7I&b2dlJDw~uFA3wUWX$cyc_Pra1kAU-a8Y*6f!w9zLpMa){w^;?X=ipyT zxX)KYJ33mLcXq2P=`>YFN@UA)x=(-kh*#nz2D$DBKfob+kKF0;V%th!0h1l^<;aK4 zF7L87`0m+Q?0uwGnrcCXb8*y8sCS{qH1t9RFoF;&3k=Un#`gYN)axGqRlQAi8T`J2 zXcCv19)bXn#ZoPSwKpLvSt?OSWB3%U!c{f3W8*&q0Ul(v-w^V$(_uPuNCAMZ?cfOzX*s9OzDifxj-Z^tpD1Pfk_jKgfs_}W4$&1tcXM#u<6 zw(v5$t}Q;K5!QZv6O1ndq@&V+p0&f;9tZN~6acukj!eYfuGqFonRbC&Cd z$v}LYG|ccLp|?RYPn4ReJ~lF+ixJ`ZV|Ji4_4_~-*|s>^V_uyb{1@hvs*nrQLCalp zVhFQRHY87LPmKynphL3lq>tDl)CqzzglygV{i7-Lq;Qw_{#n5?l70lk zRP?-z-i5=5dx1gU@TWyyLx-Ty^3vlvDg-gCNYt_>AduKu>vr zqloqd-6T%8^xp2@>|BIK7B=xM!}HF+9C^JPf*QZ{uh0B5&}((G(8EyBIbnFBS*U^v zL#;Q_VG}fbkIoW`Io*ZG|&?X+{Vz;SU?$T^T9H2+w6r~ zB=WgJJ>D*vfXV52CF}0WuN31IUjBf`wW7ymXpicaLIh;>`Qi<%sKl;?>Egyoa?Nsv zi&<}Ry;9ZsN@NPQZ2Q40sSs%suWSYTxE)H0DSQx#N6PhVrqGDEB_E<=K>Z_jk6`!RF@68DFE0K9NE*N}nYg_02yhBxdOhCqM%KEftXy)>()iuus)jq6+E ztWBq7b}qM9TiLF@^}qb@85cXC>d_wqkz%{ipaY6puwNQIJbu02YwDKZ*$o(V`t{5X z{EOEMHhcL0Us4{?k&l*g|1pt+o-OdR=R*Vv6X^Nd-j%KQH2biReH6^8ctS|62d>>i;PQ1dnF@1OfDo{|{db zj+64bGKX?mprm8@GqvexO5+jCW&mUVanQ zmylp#MQ3c2Aux%~_rr*~7s>%)VB8#a=s{f}J!3oOq1$x1RvLkb#MNkCzQnPG4JayE z^VEft1XQ-&B2Gf+A>jmUO>>9}M7j)y0xLXP_54skB;*Fs@fj!(LkOA+xEjsDmrh-S z^=1hp9xX8EAkpu4tm|l@6~N^zb7F3p^wQVu=zI2}M>l}gXbIL;Ai5PmvK^JF4V84U z`!qyXVOG8j-6sRa9y;HtB!8PmFv24y zLSQRqKs*!`o4RSjIeqk+875C9UJ|sRv^g@ocqk60By@?oZeAEl>xKY>X&5UXZgy1` zU|qJf$8sA4MY?G-Lv_{w@8)Q_Yim?%*oB92tVbIb9Aj_7K|}b(m(S^*CaIVap&dFavwqG#yQXwMZ+Rj#f=Pgx1z=YwNmcstaMBiZ9} z=|pJR#Q72LglSRjRhcQD05lSNS-8Le3gRuo-v{THnCvdd>AVm%eFo#p` z0Om&Be`@bbDD z69FQ&X<8Q;f^kj)HMIren#()n7d~BAbPP>-2#|AhP$x0*AgDqe4q<2b^r?l$;0+OV zac#+bi>OVh;5!n_Dh1P=(d`h-8KJ)?D>&z23M(>}iiq6Yn&{E{%CrZ8!T4YaXDjdo z6mE2|8hkA5g)nc(K!I7afV2Ay+=aYO6bkj9s)bRfSK4sgp%bKKRQBGAoy5I})yu}) zxkCCx>qJg`VquE@8Y)8;OaLHs3*k*RZ^a`I-630thG?H& zfU@Zb$UGf}Vdl$lTO5ZRcM7WM0R_>+(#xKtU>Lmo&{F}1Nsi8%h3+msLqO8LA)Y{c zu2Q?eJX{9aFc|L!vy2xk^JG~?Mja>3A=mgx6n!08A<@lG4mb0=9jMM?`&-~^q*UQen}$qYPz95>XC zFN7T*XDW^1+xe7k3*YtOM~)4akC#5@_c_=3^bng4Wo3s9_m(=F$|t-!~Z|I;~&ROu7CsXu(zy zR^71g*F$&rJo|;EFCw2=tJ}Ml_Hh0=W)(_i1%M`+n4%&=)ah2;go4S?z40!c#r7$_ zDglC;R_D>reoE2;@J1T?ndCYD zB=q7Eqehv$1j%b%4+rvj`)5i9;j&+gX10tcT7x66yw0%x`G4EExBEq zoC*S?Qg8u~x!pj_J_tpS=;wV~2Z-hQK1y?sb{!bPSR#MSD%{30H8{Vv(0HEpViUU@ zfCYlz1JJ=g3ebGAtw5b|h&6xq@m=>s7v-{&f4f3P?@h*)ySkz>p6-?Vxqal?qWNE_ zJqw~a)SfjL$RMyY|Jx6!I##|=qff%pFQQ3l<=wxAHxt?r(eP&A3vZ{jk z7;4rTzV8&hsd)rLMV&h1iz8^&26}YevYJP8$N@*AsPZ@t09-<4-hB*|8lGH*9?%21 z<$d>l=5mV*5*&m9 z%57*%Y*H5?ZzH2O{1DSI#ax~HHt?f;$(MGZ#60opi;7Q#z>?m|*suAZ4vNH8yWO~# zYy9jRu%*Igg#}v%OcvX6?yoLXOsF`cBu{SU z@lTLbz8ANI3m)6J*8Te6U^%E`5;z!NkZIVKBn0KZ@L*PSIT>UjMH%)dV6;pg5LKT4nMf?Mi z5R?wFO~svl)KS7B%jnv&b0s^-7p~x)4W9$+;JJX6mQl%k5eiN(2R$F;_K-m@3Uz_a zy;A3nCOD{X!Bp*8HAa5l3yeZqw`S zeP{4N^InGgXcz71XSC&hND^_J;Ek2hdyQIA7Xr<$Rrs0mqP$KZ$fP=$DH_dF1()xk zf=w#iqM9YP`JC(d23dN~;i`_N1!h8t@edJhnTvl9*d0Gh;l3MDIUX^fl1suc)k#j0 zS7y3tABp*v)#*jQ6j#yr^Ml+D8L4sGsUinD0*bXV&^obeA7=Q;1S>D*JseL9MA%pJ zpw-e?T!$vux}BqI#n=-A@Vc6NqgAeo5DS!ligG{MEAzF5h@(6$xM=)miS58Y6mwEE>%pmW$lB~kT8>x0|@vXt|n;sgarjU`vYgRCf= zzh2K^#9xfTlUu0#x8O=xg|noB3aRcjrJM)3m>Qy8V9s1+BVennQ=aVsn3V0}Q3`0=KOGedoSomG_6bQniM{CiTpnawcBv+ReGSEl$ z0I{E=UN#f|Sf<&|d?!9a}>RJA4-cwiS5m&my0^ou+~rVF~3( zNx|~L_vHc9GL#ogvzROJ;n0W}u!@Uc*Lv{n;$*PrZUbQI8ST26O+v^)2_$cs$+S zu;u89X-5(ocot7oJugBXdY&C{x6c9DU_p}8!tDXF-qQ1<4ymi|(nH-rfMBxj*$fH` ziZW1vp}2+N>`<(Cf~?;iRF^4PRgm)t%Fj2Ezwuy>p&_ehILfTna3!rlnnEcLL4kH) z7L49|cf0MzS=N2780%m1wPA^ewojt*l$|2nxzmUy^xEz~fpH;V%d^K=I#hV8g%!ol zEy9iOQ?8l-#g#^;tKW_gFK1gFtm59yE!_kDx2Tp%hGHW;_(qXusN)X;z47l$0EKPZ zGyi_Zzs}2$vJSn*TfJKp{{d0)YX^yqMaZjfqq$2wBtHvRYl7~=nOe4qL@|HCArv(` zLzn>2^o}7+OX3MDN+85$7HfAkGoZ)pQYFom+dc!5k9BLZi(q7x62S^$s-6_ zzX=IXS8M`{+^{v10`w|w=NK21L1Fo2bw&Q?gF>_$xAp?R?;s&yw4K$)TVbIrC`CafS&i1emdYIOo!aB5G-&p zjHJ!CcXZ7oW3&|gPjM5}MM~R@9w7rML`#}rNw|S}9>IL`1N0S+s)|Zeb6u5_j1a0#Ihp-#9M6*TQ&4;rLbrx_9Ii?!HVx9vr zKq1=V2Xjy!+^GYBH(r7KXjuG`5s@BKd1v#3QUG8?gS5&MONR#Fvp)G~&g4@a}yDvh{9EulC;NYdxlgA^_FoHe=yVDsM zV=jZBe0AqbfWz1+BhKSFz)c&WaC}QXQS1&9tBeDj?sl~1>ICQi+R%k*sbSA>A*RHC zLP9qnhx`i*@~btTw+BPM9LT0c1LWf@tGx$aAG|xnOd}T~yZcLkYUoftgnF?1 zjiD`R3tUEMoWOCCKT#*TdI1XeL$?WcK{C=`IIo#azv=;rG+OIG8!ay8I*I!9-YLki zdVq{LO7Ts-!C2GYgDKU-DM3@wlDEe@;zzOW%w4%juo}GHnv8pwj^bCVs8AO~yf2+N znGUM9{r!Jiz(r3svGYd{>+5Jen1xVzvq*BGi}@h`)0RwB(BS=N@dgxjF{j->*|rX1W^J1KZzFX!mIb-&hZA%*&5v%_7112k=q)qXOD7}N@7bAt6YEg2)0Dd1REmw?Jp!-~cOYDFO<- zh4dFp2~e6!BBNqEkyhZ*QKEyR9;9c)wtPbcAKst$NS*wn!NlpM6m*$+;r4C8It0}{ z1|F#Rj!L%6h5G?AiJ)?`YMrBL>>7QKnVF@X{G2Lt3ZN^DlS>awV(@_2WDaDBUKllk zL1Iq3K@wVzDTA3HB7)0R5YM5|3jmUSB{1&CjDX5<(j~j9@cKta6b{)iBW#Tw0wc?< zeuNa*W~?V6=WI?97U6Ubr>u9p;PX5d9EAi^e!;4k6&>7pm9t3LyzJYs@lhUhGu=1& zi**5XyW6xKYk+A=b8^vVNO*zf2dO(*)W+=NJnB=fFA~?@`oWOnIw(7Cb^Mulu&K7B z#|2@S*9A+L`(TlN<2G_G271k4qA)5?}n7-+a-_wf`S}i zcU|tbs%{y9s-IbnZXdQUBdEQKVGIy9?yc&r_EX>E^Ia`qwnWyuRp^hRjrn|Sdq1ba zDx^XwhD-rMC~a7})8C-Ol%N|*2x78)y97k2Di)>pDyF@t<1XiBl02a;XG04FJP@qh zMk)2EvQnDcc`MqD!Fku5C;SX;IGtjN(?{VrbRw|Ww&C7oADd=m(6o;5T!#v zP{0qN{lv~<(85)--RlDhuEiN3210ZyJAKjaU?>8NXw0j@T=AinvQYk(TLa-_8t<0yvhW>+Y0uiF+Vi`yu7d}LCp-jX9)V+>`BOGYsGjbRDbLGd+ziAml_>SQUG_-r6Ukm(?6|~Q88*$Fix57A zDpu7)J}$5zKY-s{c)m)TDvy0z*-fH4&eosM-CoLR03AuZNJ^?q1*C9T$xNpu?{>C@0oukJ)yQkIZ1uVW8SR|AZ3eklk$Mp5?ftXO5H2<4c^5Z*Xc#}GX|0r)6d$CoY?HsCwmcS?AgxDN1400BXGiDjJb|MP-v*RD0+SKy&vsE{yIpX zZL!*C!WSKWZTy1MHv-)3KTd?o{&Zp16Y9v^?GzcgD&DH^2n|!wdY*rd7<8B`T@Xvb zvGfVNjWbF2zwm&s-EejAz}xsE(v3bhYZUVtK~C48it;T4HW#g%r>N zQOl*zehOXL^Z>p%FLA53ksrm%2Hb<)wpm-l9~RnF9^Lm<++07e+i0NJggCsek_sJP z|6+WGdmf5OVT?JX4Ik&AXi~--1cxC0n6U3@T{u%hKoP9PRZt zS|g*v&kzDn-ciq6Rj99O(VR0PGZp(}mrk%3Q*AHeg)C?9JK2ZSUiZ6V_ki&JV1e8S zCd7CIlJ?yWe^pd9|2+Qa*z{ri5g$+<04SzY3%(XH&(qmlAY=_VJ^a+mhSy8i2 zSzkiboGZGP6l?w}Y;A3rwNTE)LLfBvEsR{uGQX7sjX>$clWu(fT;c8#W2|h^H)E!H zIY`@-ejxqAaD8??WF&*Yh8!9kXE9>Z#(d{{qJo0u;K3Xq49QCMm6Y#>ztX1ld&Doy zbVu@KDiK24^#V1qk+P^b=3RrU1(lPBeCWVV{~fx+DoJq*YNG5ejo)13wvzvf3Dx;x zz}tQUs@!>0I()!G|KOV6AO=R|jJL;vMnLYgiU$&tYs2-ptK%=8QsDfbLv24R?~7V% z**Zpw)mqTxr9A;`Vs2q+A8XI{k2gc-C%pGIBlVhhs{BG^7i&Kf$}KZVQN2=fqG(=N zk81@TvVqFSY2ZW@9H9PfcHUH3l|P4uI}Kb2&{3hb_XE`|p}-Zs#x!UixeP5#=mq~q z<&Po1YP{#oq%6g72JL8wyg&zmms`Pd9N2iHVD!+o@jW}Ffm&&KstjdSf@}3K{VpJx zAG1j0)cE_uB@|$xXubsp0LhBE2^y75O*D>~hQ|DlE1^8xD+m@PA8JA5XAX%y3SNV3 znLFZFj(aOg8Io#)Eu`>qYWC(fCM|uLy_K1{-lHOJapd|Y@OfV6((Gj_k&isa`%gsg z7lx{&8=db}7U-~H%I7pN^{uz+Pyx7_yDPP$%mnd<5Mv~eK{_IxEa8i{~- z(*$Dr;V&Yfut*Dd`Fjfe+V1;a-ju|B{Uotk=mTKox0^w192nE9ouPze|N-uyegL%;Xl#vWO8hlOF_X{SqTUD0xUTl%*D`tE@lLn6(hV!gcM32RG za_oSX%LHS+SwhQ7zh)~5#fWfTvPWusTxA#M=3r^LV^kj8wp>gi70fH)Mo>w!3dbzx zOcvxXF4aT8!mUoaOw+@~xFlox$1N*t3)pImKh8tSS$RDP z2zXzBh;}5R2+G|%V0pD$oG(;AlQU0wnIIQX_0o-rqgx+nC>CqWo5RBHGTkxsw{+Ik zS$uPqr$~labM7ORecgC_Me%1b=tGeG?PNfmW>@AU`wQBN-AttE>zCU*%oD9ZK zY8gkEpGU*wAe5$#*0f<>*9ly-BB%2Kkl#fL9m@~Q+3jX&l1$H04)WQr>fa@9RA||1 z#3{E9iUSv!ZcUv2g(`-R)%%|O$6?em#$x>8FCWcTsA{K@l3Pd<7W@&7^v!&)A#DzU z*4Czq#LblA(I(lyZ~gE85&0KO*!Hei?MfI1${hLIXqG<1Fca!;cHTYly(aW;)|gd# z^9wU@EOO8;Z-}8-`LK6vJiwcU4bU~LIP@>FyCN)@j$^nQzYpkYg!1A|urrqL;PE~B z0f|K`=M0MJEn~}T_hNAWRzsjDlK-Ud_%EZL{#(!2|DvV=@#p`n2teQA-(UY-Ddm6h zs{ek`|4=dfSAoQT9&7b~^{oGX)qgz=yeLxtH|^Z~lmAh3@vonQfBj!cF5vn9e|Xh@ zzv#a{|Nr{EJ{pP{1|@PvS3PU-%FiDX#kF5jP|Y-~U$hB$9@vZ(Yjbngp@(!HdQIjv zzC{o;ek*N{WB{Z*MC{PlTOl;>YE&CF*VkUYgI%ave!6Vdp z03iiPTNTpyQi%(Y$DxCHEa@Rv9fq5lK8tI#VMFj^eos>LqjlAwf8_}Q9B*z;R zW9F#08JKJfJAS|^keKZJ2g)DwP*W_2UY;omo-`@Ci8=*Mp-edk7vYJ~M{nPUA0GUE zlXTM7tniLrc?~1t3XkGW?ERkid z@h?`Re{^U81u7$h+z{D0Pc1=5vI-GcXMsxP;rL+ zyjbz?$J{O3ne$Gcfq8JK7ZLJA%z!upv?DTZdmkv?gXMf~oWA-fTH!%)^Zidc{!;IuTz;VEeB|98dhMMi zw_iLE?x;xBLLu24s+oDf=7yP0*g|K(r#}D(Gp^vZ`GpA|FBs{|5U+TI+8p?!6v zs9_xVFk^i$iXVH9sd}`I27)>wza3RmAy5aAvxG8P8SJEOoN1Y2P!{bcxwmC3)B)0F zp;C2z5auA__M&E+bOhk#KhVKbR*}Bz(D_XSl*b5knTp7_RB9rPN}}K zoU&B=k1DZSLb(o+9h^FS;lP57Y>~HPyaky0^2KJV<=yBR#9!A$D;t<3O6qiU7J(vD z3J-VcZF;}9gcw4x>c(m>n*al#@KR>#)x-ZmUb2u`F`EwuXSN-viVC44wY_!~5;2r1 zM2?4e2=fIsXMoN?vygSqoty-?jNF$Y47BQD2 zH)w3{KT`Cl@idRP?Xv(`NxP?Y6l7MYT)t$lq+F>It{qb4_|a1TIgsN1<_*uJ&-^1i zw9!g9A$aTP^HLFwQYK`#x@4bFv0;fHpkvc9K)`hih)oCq8>qEXr z4Xz&s!pEil?X~h*_`UD2Rw*w`w>k(r%JGPf7GSKd?-T4IzbD7%BF^f)sh+u0+;#Q? zJkZWiqN;FGx4Rrp?(TIxF#ow0Q;_bn+$QyuhFu;^YVVRaZ@TArX&QUs^(!&Yd+GD? zVUWjH&iLcG9WE~HF5g`{<6x>f`g`ZFi=plneB#Jbvf%ej@#t4J%1j%geozpehn9j5 zMkovOAW+P~lum}Sh*Buwf_nGztJ|`(%l_+toLN*jSmk=HS(+TBrbqpenmPOG$^Py$ zR%X0aGZkuhm9bZE4hSjn`rrGRcga#V-+Xl4mv&rFL2YiCk=lr6@{&$;fc*_8?2UB5b4!kI;mRv2xiLObcU)`9B zm5fy=QRrSNeMzEp;L{w|M4|@J>!|_NmD)N{#*)J)q>Ccs7+x`M8wqt}GTnNvR{t6@ z@JiY}?|MSuwprUTXq(@GeX&!zd775l8){GUtpq{H5bIT%YFF@Epo5&Gp7T<+Q1Af9 zpt(<1HGtd}o`w%5&!D%QXko+=>7q)-K~ zYATGZnAKiY2n>J6k9oxiv!R(2gf7V4oz&ob)Fs{Ju?*ml;Jr+5pg;5rCZj#kT16}9 z@ew`EtEtmFN+-3Kvv}7j_cYD2Lc^1`%#|;Ue4g@#_usWlEQ2}K13yq_Bx-qw?s|2&Pji~HI4UN-U@BrKKN?qYjf{LXVULFLR^dvrM~8=W}wWe;hcSM!OcN%zmMZ;Q7fE zDNWSHUAk86XjO`59>#BvTJ5DFkd_nhbmw@l@rcMA1ffn!77opx8~e4D2A#fM3W}sPj;^+V{;E6v$2E7?4z_YW6TZ* z9?#?F&y1$fD#ibJ1(_1A;?hOWcYQfDTL3kAzvtK#z2CL}sBe)&YLTA}!J-vh6ge8u z`>Mj9G4JDxUJW1>xTD!w&UdZ#!E9|8bRwI08U`w@XbG4f)Mhll-wnr`_yq8BVA!1@7M+NUX z8%x>SfA+qpdmudeSAf~cfMWb{3R+P zmv5KDkUx3sHRaK(?vlBZJ@zyQ%e0k$_`-5a@JP2$)vK8mxpe1xbMga>B1WCcH=ojT zYCe|zUeE1mETb`W1NDQ>+w-RW`cU%htWWzOo?zpZ(=Y~2BrTS^RExl%JrR+5tT>(y0$c6ZlBVsvX_I~yO zy@aiZ`8J*x*$Va}5|*0Uty){$EmtzzJKPh?xta9px}`gP^0BwWDVU7F_jWmC-zK+r z3UUWs>=}r3f9sRYmQw-)O{eTe>mRrv)>*`DdAFICO0+wE>(FQoNb|j_+ZgO z=D7Y6J!%4!34DZeovktYR7K}-vwli#21}mT?#y3lQ$56zJx;tw+Qwg%@UZZ$(h}mP zwmJm#x#tH`PiJydaMxO|;Nu|xEvHx7(~X*65;ZWqjx+AM8T%-fHj_yZ?82INAX zLcBskV`(~>8F$az+lu_v|>PCLXiXxgi6#|N&f?i zaSYtBB-C434h63yhhf;73#6)<X=$)-@JY)1(M(F)%geC&59vmRQhn5KiK=XMaOAaDZa1%#S^cZAW98~?0qfW~LU2PVa?iGm=WZiC`i zy8nUcyg_RUK|&e8~IaK|zDB zAV$P9$@xG@sA4KzI}z%4>HGaNCrgc`^2!y#mE#tQhdQiMC>hGFa;WDP9E8qR)Rc(1 zOSSE+@d{{YK6DrAt}gE=(Ubs?9NmMWBg-J~_J!NZ(Jv^;Jlz{Z-GJ$|hG8HG2J+?= zNx%f#^S%N6A07hexC!r>QcKKjP>UTbe%v_*JckeieGFbiZL0-GR-%{O=x@{Q5 zkDW)5fmFMQLTA0h!Z{TfCZzbPM{e{jpCJ(|2RG40Z zYJ3IeDtv;&Wk^ieuT)}`4mw#UAYbX>b}S4dlbNexwKN(zdl~e(LD&>1ri)oav2W-u zsuQRx9m}s?@CXHMo6yISp7O2z<>eR@ifE5yQbz)hxk*28=7wo99VH470Fu$h)u*zv zdWo-AhNHSLrTsp=p)1@|o#K!QJ2ub|y$h6=Fodew`J`Lo{)GU0Xk2W_qm7##q?x_k z(iKxY0dqx#m{c^ZqzdY&hw8G0N3I5pl<`)y?@jeevFV1)4ZZ=AamtlF)^L4dP>o5@ z`Dr;&bCda^u{NIHP`)?aMmn&=M;-dWSY8BEL`xaz9} zlcp*&>;ueYHbOLt@R;ukxD@)dWJt0Wz|@bOKl@F^bFTh4$wu^@1=6I};t*Qfhk;3C ziz;59Co=iFEVN|wM5A7)CxnFDa}ui zJ%`uZ9pt8qP}-am{-8sA#x361xAj0E;|3d_RD}anF^&(kDs*9GhvbiE**uuwX~F_| zRH@w$e{E3es&v^dnq1hs@mH#P0mAGvRJp9F6Cx>KE_o!k9cDLGHpp@QF+XlrXDCjU z(Qn_uW9*2sy*2a=T7y8!={-J{sT(ASi+9LnjC0Ecq8@f`A-`60#4BzFmHQQ- zMV4~CQ6F>1z!!Fp$IpV)mjgUxwoWY!U54$H*du~_GIEl=40H1-#=$anGMU0r`HKC$ zU*5DVU3q`@%hnI)JSEGFgVfVLDHr_ci^L}zhYGcdR2olhkPsN=bj|2jfoEyJQA@Sl zoEcKJk@2gHN9rMupG#oN#91PSM|D>pfY+kNnjXim);@v{36<$5$SLZ2ELJZook zTF9E9=&U?~2lM)$(4{&-ik&zhj-h&FG+ju$z28$Jc|8EXs~8v$2!TE;yZ{ z5_8XC#=5FNW7oVCpl3dd7|2MBiO9|!JmqIMN2S6~uP ze>lA;qdtJMN(*)4t4SGt;zkX$!}t-*F&0$wNOwb($Mv-21t;EI;oolEedK`Y4P_3k z5-t7WM0Iub)n2P$XS<3Ww_Z8Kq?LSnUR-IQqDVyan@JP*SRMTAO}DQ)h+GmOy5TRq zpCVy6LTn=3idzE31X^|*tJ&NAc6j%oWTQkF&V&i^DP@6h5x$rggQ5{38MBwNKOJlN z)4g%c6eIm)cUxF=gfJ&JVjn=Z=O+BHYL(LS8&;+1%y;?NPA|P4OtDetwnnF`13ER? z3pvi6!XIUrJ#X1G_@Kl&%kj|@!>^g+-`!T=I}8~FF~sfX#g-&Yh6c&4$wGSXu4pcv z;OwK*Qu_AR9p3YM>c-?UNZDacExv|N0wpdx@gB}kty@*2#Gh(8-36Un{H&}c)_1%%}=Az?WdzYtNevtVIpqQf=x)S-V1+B zMY#VUuZr~k$bX!>lWioN60=6HT_33JSrN-4r>>q$wsZ5k*(Gx$FWgZ2Sh`o*(IBe= z7ReH%|NLy^rzNNzv+X-968u9Ew!xRms*QGpq!(l6Ep&DcL)YNwCVQ_3SN-YV7=%A>we(cQ?-+GnaCm))Aiq_w)CxVL}4 zdqt-C@W`>nPp3jBFE#0my&{BB&4p!-gl=Kj*9uM6XXcbnwm+X$j5}waJHk{ z&Z;p!(0*1OnXW&}9`2Zvf5+&$`f|2Ifb$+7Jq0~;K8ss!9)7Sh?lrGz#NX>@4X}(U zm}Rgkd!)5(w#D7ji(5LuJ=4BKChdKvODC(R;qH!I({8krXCD}^@<&HSYE3+9J<6OG zm>Rx6dAz|7_jb~d-%nX3JAI!^wZ`*CeWTZE{MSlFrjd!4#kHP#D*XLkY^_4i;Ao$Wa&Y^CC6w5l~c1i*B&m)fIOsM1TkytU$-x68aEaHoLhKg0WF)da9#BtKY75j&i zmNC~*r`6%;p2O$#lw>iyzNT>_KFOjI*X|6C3En(ehUlKsFG;nvp2zS$%DE8MH804A z9~h~6>ACcj$M{x!I#)&8%+JDljp81jl#{1&<`8n&&$bW6K3>EKyfUazjc@z=r= z1o9Bas5g54>p$fsBb$bhIFrkNCG*b2R1j?K5*09)uWfT;^Pn zO<&JSa6{mwZDr>~sPPjU2V3`U*7?vOxQq0eiH}ewwmcsh&CRB171a&RgwOK4GfO%n zto6{B?~dH7`MlVZF4bdf3uSp9L@Iu_L9+%^gW*Ch}D9L>P-JVl2Z0qsB{|E;LM{^ z(NSFnEB;)=^Bt|HIyWr&KR`A;Ca7tTKN#||^qa{@XS%bRX^gZ$rWdC)0I3f8p?V zzuxESS)NHAEqx`#akP7%0Q2>LEla7F$1BcV#F<@qQ&!p|8d{G{vRSM@#<&s}6+(Gc zCZuWIyS13j@<{qj6wTJ1xEtrmP6#NO1NQYA{KzeL6#F9f(nkzkAo;g>DMR|)zWYQjvg{LLz#4Lk6 z#)T2qU!az+u4{JA2{a(oqH;5t8%XRS0ou2Y1MJKd4s$oeuBjQX^OMhg7Rj0T-GX!A zdZO;A(VRLsAHTRadP{P6gMWeg^>m4y5r@o-2C?jgYTwVN90+S++>_QMp@8zj^#j<< z&%by7>A6L9dKX`*&`?=iuYGLSi~jle>5In zVPy1S8a04_dCE zR?Mmc`GQ-s!)deH0&RU7j!3E?(`=%EoG!Eue{Ty7Fx+25q^{g~n39?O_eL`4raBJpH$ym!zrUu3Qo06w5If&&$!y z?D+sL8@E$wF}N%_E3MqblVy1hi3E|15+1T&gj^mAYYlcZgjdW8L3AD5x!b32Mo#Rl zjQk-TdTJh-crKK$x@eJl|F&bGlYP9(yTpd{a)cg8f4z4=$w=m)-eXqUss6_^gVB6O zdB>dd2?DE zJMj}bG0TA0s-EjcbSO%{8xCk!P^H}uI#=B^H)e2J7o~k=PF+e03y7>~aTH`oI>6CV zvXgvb3Sfm^rdyhm52TOf50UfZ`a(bHv;6Hzm6bq%NZpOj<=jq7?tELYS zyWZ0_Ck;}UW*PnXF#MYD*h}O+_0&Fw=m7SZu^Z9_OuH=O%=$|zw)dx z&j5L1I$d#hkQLRjIVPsf_Y2Ku6o+KZTMyRF*w%=fNsipEplMuSzB!!=fQ#|r_3hgO zJlS*!nl{n?bZu7VT>E=U@e|8W!WXCChpLVvga9>XR;hd&|8Ae>tDG$-_X^i#5*wgu z$WNt8%Gs|Ql7tKocKEzwlpJd;))p~D^!6K`+3C|6nf>0^#`;NDpa5ieoW8y|lTq^Z z5?m64TZPTr4oqFp{Xx87fSPIf*htD$R~7FyN8Upsf$Zb?sFbpditssNF6-o3hK>dv~&{|#<3cpM%ubZDs{;uaxGnbFEV!e!`Y$N zr?P&vNS8dE+^PQVsO8t6l3fHp26 zq?j?TKpW{idt1FMzM;<#k;uZZRn_UF7g8`c>m-$*Uhhz07z?cPT~5JRR}lAMc!er5 zoCVyhvuP=>XrF5Nb6TD^DUXz8WwTh7Za4h>bs8@ivlbs?X2wIY+MUX>t(4gRScjtZ z8?rK=r=n~|r!doN?3Napv=Z^(`a(HJLLIErmv7BrYG6+oUD}0sGH_{eF^=@=MAo8MAiBH)F9{?R|}03(SdggD_%h=1$5BE44DK6 z$LDs3Duleq7PpZe%L@P4qSv|WrsgG#Cg0h}Ehkzm5M3QjQ(lT}JVPg|A5FEds^hL& zr+9bs2M{q=GlVc&Q|@4%^gY!QRuN>K?)(!Wy+4D6%`-@yALps3+p5$mwqk3hKA4w- zlXQt~d;^UK|K8s^);*Z`+z#pfU`ETrr1tJzSC~9KKj}Jmd7r!SY1=g+krPa3Ja1l( zVTN~v2=8di$?xm;&_AP7A}pzJs6d~fQ$T7Q)35HKcfH&5uBW&&*unB;vc?v>foaK+ zV0p_wNu=;zfj`OfelXnK1=r=B>8#aiXs2B&8~y>W<}%>uJU$rhP?v;_=-No5y&lYc zak6A+EBPFAlF)%`rXk5I!^u-MEH4?gO`K#p5&0`y4n{shrX zWY1CpJMIa+&FiWk)6? z0?rT1Y@FMr{c`#RgsdJ2*xeF1tj)Q{*HhdW_pnT4KBq*}9?6(jY}yA;CA`#eLrd=y zu8cjY%O^()o36Eb2*_iV;&vynqr%?QY;i%q+- ze7ee7CE%9H!nnenC7#IdG+rrFLS31I8`0OCJt3zV`xE=JNtO7o zLuR&s!kyf1sL=CRRGL3|Ba5anx)jt`xmqq=_kOLjs*j145}#UM0aKqYMmE?&rPk6j z!>@Zol8m1()dQZAl}ouFSyY9c{rbLtY{)h^tu2JPOId=3hc0qGe9 zx04~M z5u3XW9guDxFsW6~IATc`DK)6enM@%RP+>Irp%s6c^)iYsBo785Oe|IXct8nZL4D5m zk<$NrZ<<{{+AEPS)m=_oMLF46)Gup!4+vu1q+4#syZm#V^E*se8+EpaKC+CMIJ_! zQNe)cfw_d?0}SzvXdEOCL`t%}^*oBQG~WRhJ8z7{>k&KviLD(mK-a>ehp@A@a{<_a z3t)?2p*O-*y8z(<7F^YpYXNX7Bffqg@N&E+-U7jEVlO?LkZlE2-f36VJslud! z58tI*eL!PcP2y0W2lw%FT$2NmP4^1)c(`$vl6`giCR zCu(H#a?AR5kVhY~RuN5zGTKdo5Xh0DExlvJ_+aG80?LL(5>xF8hmt!Rkd$lGo+vYdu71*c?!97;obgR2S8`? zk|T|++^M{zUEB(p#91GE^-vrAyLZ9|@#ABc2_~m2+xc(DL#G^vzY0EYt|hO|KY3vs zb>|M4%a8S`jY=B_fH`>#Yu)<_zGS{1-?t(U@gM?NkTIp1G!dcG=GkPCtOr%S51~j? z*z#c@o0vpgqT71!<6-z2-x6e)rT4|sA%Ayqu6j)Wp@$l#u~sv33daxS`qmz^-0JS=P45(MaN+BdsQ$++i(BIYY_n@mmy29v?P0vB}S7&ubhq zxF~!1X-iDN=YVZ`&8Cqj4gEgDfbqt8L(|KV^;gbBCKyzzk~#r&_vFigsZaAw29x>^ zT*v-l-c+jl{sRtE@eVk~hkVOg4D=4hH2&$a0lI_t_;2?#@%t+}8Hg75CNa$@{xgbL*g! z^J5B0L|niZj}A^W1zz0TE188tR6nByv(EZ<+|Sf^vj?~a9C#AZhVZ588vkC0=4lat zeu^4WRMWn>R{lDOf^RLi5P`(3#9f@p#D;7?O@vJ)O8`F7s=#UaoFM_p!jz`cad12F?(@;o?-n&)nP zIYL7H%I2_JoPSR=#|+24wZ1aPauWyer#pahKv3%>*!@j!N%3C;BJERj{1q@}t|0WQ z_vXlVC%)c*7b)eVht{5ZQ10kYr@xwvICV%>@X(`Emtw?Kvg}{G+MiL`|2*^2v)4rh z$H%3V8#vz_Kdz6p(|D-i@cNnFA%jD!bdnVvZa)k_eBx@`JzdM&sidl59KdZ67!A?x z-#6I)A>no{9jpK2P254}*UR9M?ch=ftZ{HU_Gq8-PWZ?1{m&UVl_w%VE^z@J#@Y>v zmZ_wNdp*E8JU#~k`0t>OoV)26c0;(9XDjjv z8ZhxiSbXQ0pFQa@5hrscOz1Kj6ty$s&!}{W29Z#j5(`*1N zcN|dTrew4Z|71rsN$9MZ@qfg!U)SE>>6td+4I-hCO&(AB&6@Gqs;=F0e z;hE;OK%JQ2Ta)ML@{cb|j7K;_Xsizes|)~tO}c(Zr-OXExUTs~wvbb#zer&tps4-) zln3{bk7&?<4(&$qYilhH`jNdR2%dX`+{z6i1 z7Qxy7#z9VofQZ3jew;!)`y|Q^aSwdT_jSz~_qyt6HXQ<_onCoooX54bwX?|(9ra$e zhG2N)BAAfJ)2*&9fUfIC2GEkU;Ao8l&+MVwbZ8EYr_<4?gPPBM2D1_HDK^$404V!^ zl)ZO2mi-_9U&$yU`;wJS*}`QWzm{jNwloCak265hk_3oz#Zs-If|`{bUIa>R%?lRXSa}Z6P8^gGAAIhXT|(A(Qt=RVKk&f6GX_HS4sn8o)Y^Jcj zS6HC#7jVA1*!Dg?qlEG>zSedAO~?i2hU5^x=JNK9eKu0s4UUo2*0ZYuZhAI140^8d zb7rsbQcM8g-yuCe1jW6|)-gxrQIsNP@~kd`U3hUm3TKY#-$2$S{Z91nQ4R-SH18=x z61|7@ipXhYD>acPrrp-ag0QzG^(gC%A>IL{2pK zz|)*~YaCM}oQv9dlA{{P8?y#90vg%_PLj5e20LcVIu7DN{9Un-osW(<+5OwN*Q=t6o}djTFD5u2h-pX{lJBz^Do+w_&|gi9u9kJeB-2!_b166 zG$1EDDUNh$)$r+5WNCB5d2S~W+mXNLUSb&>o|*v0gnLVxfebY}%z;Blf=Go_M?OEa zm?-cPk#cwq*1Z7IFq}W4!QZocC|ec0P--;I|AZ&Oi&o``d@}za4*(G=d1~^DbSXZ- z+H4-eRZm`dLpF+l0MM%N8Jb@*>*?U@ z+Y~?dgEWuuucM>}zTn0cU3w`;x&q%oLw?s%QKm2 zxeA-7BTu-TB3IfY@+CFWRHY={BN(!fA=wior%t8F5%m>1YdiDwV3OvIU-#qrQ;V-e zPRK2V$ZJi!P3{-!(n@-xFwb$+WRe$o&h$4+>$?D*Jy4WJh@GwY!X^*mytzySh(H-s zx5;gU+P}&~5tK zNx&@Ez*Gp=x93h)S7G^c>5QXpy^=X zpntvIVGYwHyv#Oq=t<__b!v4#f{JSlW&(4EX^*+RO2J^B)CEwvB@_YUKXXCO%ca9H za;*;{;&0BGCSn~kc8#Gt7=_Ahni)ksj{qNgV+dYi`VHpPq^bUE?*<5A-uDPz$WkUB2Ccni|$4 zp-UYagR^lIPO+J)3Dk_29Voz|P&R@1c|WL|Hh{XLD8UPW21*aAK0s`9wl+W5xWw%y zV8&U$-|{{aF5L>S;C++PImSW{+KI+mYP=)OFaLGcc?C?NW|6Bf^7;t*m@u0#aEHq( zX7P-{_6E4k61(6p&p^>7af9dY@8?BM2XGs^qIH(LPbczP92|A7oz|!;=102&sGg@| z?Z3fknRr`a?bQ~bV?rw=%+Iupe11%SSJjW0Qnz4a-wCH9%eglXh>#zoBtXpF@fZEHz|EszZyQQ7q_8A!E4{p|t`=OZb4F=0FQHj$F8_2E2 z@oiU^E540I5FCjnk^1{yVaeMJ0wh@CR133vvP~mY3(cFIuwWa2TGr&|i&)$CMd0Li zt^pnF>t-xEmz)2lHSgQ}1g|E61vF%St;^Pet`83Bva9mLim6H+^)&Yjkq3PQkq zidc|&#gppsB^d!Il*(ePpKYRM9PdwHi^q$ky2B zClm^@Y*DuWDvH+W7Zvm zt31h`O-iLNyvL>_pqWL=HyX;xX7&}4W3Sg}dze{txWgtbsF@|Va{^(HzzG*c-*bgs z#;iU2t+P}aF*qX5-sicdi!aofG8T)zODH$~#8Ih zJMghsXNc4+t6b8|2)4Pd&%dw1-3Se(NX)&gA6(KyqE)>;nL zA|lwUqGuGpuG}k!?2J;!diu9=TfA%)5mGiM{CuY8iLwG!;ZHASI0{v(W!@t=)-HYA)(7_oJ8U-_!jlHqY5_GV2w$ z(w~0&2k*iVutzt-GPtetHtjAyvA<{kfCD=Ja&sy^jmpht| zJBoUo=qa5)PwHy*TkdRYRzw^{pJW9w1bFSVKE0EZBO{^w(R=aPb~e*Ei3>ZkMi@)b zt?6hIL-q%uC%9CEk9mqu#tgR_-F4!6zj=KztW~SPnDh1DcklDtapPsaX*BKQ0xH#e zY-eBe9Xw;W6Pk-~{U#bBNVw*~wuN2RXn#_)pCv{fY{Sa_Ds-FsQQ`*zW6U?43%4`L zVJn5x!o*4@xSMCoOllWM6}OaroMKOGyBB??wdCqHv5-aN1FdYK({J~9z6F?+W%sJC zHOuc6-%${o%lw!yvR`JxPI{X1r?NkF%xZ|=@|ZNPLTWh}NnL-^7I?(9e|Ccw**)B7 z2g`CotHbQ~a7SbHIh~{zmh8sweE)aelkpN(p3kUnz(o`$_zDE}263O7x|Pl3TyY|h zI#__IElcm~�->*L`!DNVBmROCRJn6`XSM0cWtjd{mO1X^@2?vb^div^>~d77WRteSZexg6t zTc%#N#P!n8EObEEhPXY6k2gu7rn)BTC2f^DPFh9b^miHZEZ%O(A^P}QjkDf++^z^F zu5y5CdUCRMZPWFV`L(#pmbHKl+|>9-*=ox$rFXvmBGkmJ8{`;ims|}SrXa)COOb+f z`i`R$cWft`q+aHamrZ%!I8+hVC+xV4vz2=5b%Yj-a zbT%(yBR3f3zLdu=-hD1x^e|i{468qckT+D7`F7X-%sZb&nuqMMJBu&&S9PBJr0t)U zYo{#dJcjatd_o9cY>F+mR`Irb+qF}d#A6pa7Dnb-?1wjbU0E!RZN4>Dsdg9Zlkb1< zBd+-02}L&z6B`;{_?*POyUk?T%)T%-M4$UWDST7)bM7Rz;e^U9F2tL2c%F`FNSTV7 zmX0QIia3x?&k(b7Nc6`-In=56L0p#I0g=q_yT$wJbVN8Gw%(9d873O#Pd`UVhTn^h zm4=onUGo=eT)U(Cj3dL{*JeL~@P34rPZ;2X1MT%7;!RnAt!M9 zlKR2oT6#+8>1(fqpAs|l-CW2ixlA5uahU41C4Cq@bulN&V59MiNU~rW64Jf8l{M&-MnjV*7c12zm`plo$0tmVeiM@6|=7&BU+3_b%J5d4!_uc zW8GR`pPxQ)rc#aFH>G{>{M!}Br!AN7WK6B8e-=7FGYZk2#dYGA)exu2J~l8eGg9`phE4%ehT$yz-|Kokb!`q8L?-76>G{Ig!Qt^(z#o0W8L`W(1CmE z*(PI~ryF~CKn6SMYp8*wQGjb`uEy*M-M4ly)Ti}eW&*i)Q5{+rRs%f!P5YB`ulavm zlu^31B)4FmWlK(Qc+y;20o#iE!!Al{z6v1iPTd>I4*80+IQ1`ABM$Z>HWS1DA`wbJ z2MK?}%)tIu+9sRtGGBZqRY6*Bek=Q-$l1*v09(g@w|(i4YmprHXvAKDG(XZlq0r}? zO>#XU%0W53x@X1al^01E{>U^;Ekr7#46Xy=((?`BQzQ%=z7h-15A~8q8CA2X5l$(Qo44Np7)Wv&~B{YQmlWm*THF|$S;h_sLndhKy9+a&%e&!e*!i*;d>83kuQD=RrLRJ7S@vt}LMWqLfmUK){ ztElGI8x?NF`{|F=fGm*)W)T{GWb4L-C^$?Lh;?@s$lC0#fhj>c&cRPHVg42 z%M(m;C5&O3ODuRSwf-_sUbK3d)iryf@7~?x6{c^HNE{27XjDx;13`d`Smdkp{q<43 zVVRqg{cOFlM}@$buP;(zqm|-(7ZXmf`41hoM-l*Xc49oC>^v3G|70kKl4sX;*RAb6 zsq{)KWRyDh?l|51nTpc|JHyZBeuJgg-I=udu|eT>X5N8_t0tc54lx4U`?8B^Y*)Dl*X{`ZNLP?w!Lw*KGHX_+%0?VWd(24e~(oQMydLs z^HL$a!w_VcAh(1&(6OelCwr>=;g1X%COEXZe$egvKX;_i_{Pxft!tY?HpQ`THOp)w z9J9SM>m6}ZlWT!*tXcE zLlQ7al98A%Y$qUNbZ0?G| zM)KEI_+g4JHj!E95p_Rc`|CF2u;a?7^MQ{~OF0VHqIu2*g4Ug{Um~ka$ue#+L1pBr zUWHq=KmbxC5`zyzL^yFQh@f$VxTRW0dgS`&8f`0&z^j^|2l_&G$b7=Av}zP zH+*Yh{ZZ{Jf7p%G@LAg2sY2F*=#3LTi%y;(f8mKtXueI$QW70|&4(*GU8;NajyJQA zsi^N?W*tTIm)eLWOIBKWi2LyXtOYR)xZ&}{eCp(nagF=3;fWSOZEhx$6+J1+=2R!8 zz@wS@e&|wT-3_*w@d_r3)ix#V9mtDe)uD*yIFWY$v@H7U7Grbh1G0DwTmWEt} zSnrxxS1aJv_-|dmRhAO?R+K#0j&+;Rx{x=FU43jh2sxgj`3PY+aQ~Z1{i!D)NLh;G zdTDotN-<7+|D`vZ7mHCxK*Fa)J9w`TmjF4^?oRH-FvJUt&~cGjGX4(5f}z9DHNwGJ zzr(qgrAcGDy#a1ey`i~zDvWdRmp|bdzizdo(oA_zo??bm|2wwR|1$^o+*?3$v>!cS zQpOSol9gkczDR#pXTv!L`&x)t1x1|Vv9y73uTBcpUobf6$@2Z`5%|*sfYw$*HU*BC za6nTYmiqaOI-Ko{HI`Bi>xw(#OvzFZO@8T$?jtP`v`ehEIA*Aw$6jZU}jmQ zt!A)Az2A%Oo-CJCc-rUBe=5tG^QAmrhls2oSSyuxhE{_$*jV1$ z@ne5Lz|=izZ8XM7p)Idahy7D3xhgJB2!dF5yc~Al&>&-(`wFBeEP1{;^e**Wb^THbrLU zcvdu6?3ve3!;F$@J^ddH)Z&%$)He#SDTCK(dFWgN9TWDh9_a%5Fv~SoU_Nk3sAGI0 zT61qhIT-;4&uoR`MRp41KRtffs}QtqMQ73-ndP#r^z0&$``#J5(Ad*zM8S`?1=XS~ z-;-q(y;aEAkcw)Rq)YC$Z_Q}P@V~XMajCn-adXn)t-?@^vE#$+*j~xjp|GQDmg+6k zLY*YQfN~Qt%rPYTb~o*nXGBzgef`3q#F|})yigsaIHdLUMW^^8r;UO)sCO-xAOZ(M z6vUp~5Rz3O?Zmh<+>ch2C%w<3Hxs?BnqBF({AlyiC#)qXN>sTWo>5Xh6072jjfL8D ziqtir71U+f8IMOb?&)*RLJy|SG-e~eB*Wr?6eS8 zuA-#fbE2(=FWedvpW|omUYdF^xNYj!;*;XrlsMsNH>(9cc{o3CFOx>}#We9g*0MG>lO@?zWD;U|oE=M|!iVJcwW6PAP#!%4JP$USQjJC^aA&2oS*dX zZ506?aR-u?MJ?1^6u=d@Cq_THaa1&Ob zY9<(rEdKz$*fIcgWgzjYdnck-qQqa|8`OKhQsD`I0W@n)7FnTjrZQF? z7>+My!54AM(IzfcPHK!A1xcnR`v*t#L7T%=ULg*{*?L7L8U}Ycynwf zY^|!$FaT8eHoFkV_@ul6T?9!TqcYpZtE@}?d9nAw+n(v27Y~5~ujQ)%8&_{VUSt`@ zK)h75yCP6FY8JV#At9l>aP!FNbVOo_oYS=m2yLE(xnRu-0B4Yn-8&|}pBaOMo&LfU zbMCvs&dxOjl1EX>PA@JSpy9+F#STWBMIQ^m*Pionr)Ca?AE>HU!wg(GQBqyUJXAXW zlyeub(32`SeVK=3=F8w_f9jkC~PB86I>)La_ID}n3 zQjV4h>#AcYb_`Yuxm9qP*E<64ZEaTifIP5F%ZIq;s$36IxCXE&$i^sc+GN6Ta!9sI zq=m_RIJmaSkk&In!tUPWXCT&CFD^VKAQztNQyrayEu<@a#ADr-+PChI((wyBTetvU zAO6Ty7yI+{#tK!x+Z{v1G00PX7*`=EO;X_j%NK&xMB9~%|Gg(GGBC$9CDg{CKNx&@ zahan>Oiz@8MjWTgdEvS38Fo60fDW1^AZOnv_l=8*|`}{P<~IuCtp0v`r>BH`@#fuk7;fA{~~Br_jM&`8(L)&Hf2tA1Fc88 zRcW98DoEH4K49_y!i7X$P}7Qb_jrF+MAO>2toX4pl6Tbl2SvEo>_YGiCA)fxMi^+u5t=hF$H)+N z{5Br6Z!KvFKY$LLtjVN;F8*xzG0K|D#ugy2UnD`o3U)1fl4%T zS18a=Q`uAregs4r56jh0&h30TSd>zM>RoQZMPl>gL!vVzc1gpqwM~No#dhbw&Oisa z94VlvL-i<5s1m~kd|sX)OJN>xb=D_mb5fM$iN7(Hb?N$e8sG{sM#CU@whiZr-Y;NfCDQTZTlck*l~Nz-NYKSn)s!m;t10PR9}KjF?G?ok2;2k z*$xWlc&z=>ffG3eaK=~&H_9mnNzz;(g}lSj{=~5~g60tHG6A<(!5XI9csRLg_5K9C z1W$_$+=%WVnt2)^`24(Qx)4OVCb>nR(iikmCAIAQW%!x0Fm4UHNC!07+8Pv4c)%BS zn6bx5!{y;hu5jQm2WOlc9qe?jK!HDtPU!~@nuQPHpONB8anbKU=1@AcqYo@d8a($3 zg}=q}dcf5JuldkT2Bf-YnA#vP~ff^FPO55)v-zL!-avissqI^K2m(Utl%iBSU z$l%UzTGNz6Nu3PQgVL~&u3?&Fm;}+A1i1s#s2?%51%$TN&7w!Okb|-AOKx$0h;~|o zMi$tY!U{^9*PPA%_YGE^()35aK}Ebh7Oj?6(FDlHJE>yUk)XgMrxuuV_aor5hBtUK zp+!qpl$xa2Z$hz<8ff#&jCL$BH1cZ zU7n8g3g|}+VREtUgf5?CVfPpFdj^ePLABvau=>`4wT#yA7}UG3OEwj|(99qy*wWOA z1gv-X*aI5M%JJHH;C>4uJ;R_N79S|kfBW2dHqlxd4J@DBE$IOPli6ZutGE6Pt4p^c zo-5vvii0(@S8rIFE9r#IicLIR`CYq!X<1LHf=pOzuw}t1>}mj^W*d?da|VrHoQ=UV z!@by>y`!+0o4GEP6QI7yzh)tdu-&)`B4OpaK(wt1?MsDtwF|~d2&pvR8a{u?U-GzbFPDjdNs?}U!9o_AVH)p zp79f*VvcFKBp4L@E`bb;68eEhki)V8sLRu@7EoWDVD%rRn-i_vUQ@7o#6R>pfQKHd zYn+D&wVo$;+T^rsa`XmmgAA(jnfwg0cGs!u&&z7hT~mb~I`*UL2&UE6%U!|v$*R`7 z?5K*2$+<&BHG2>tnu66BITKQQeB@2d;Qf_SEul0=R=J+TWYe?GFGoJ__r+Y|DhHli z6VF2YnC_KECrRW=lmkXG#G?*t72M1&{k*v;uj8MBrZgs{!sIbkEE{~AXGC4wY z)?B}g33U05I<|1VEJi*JuDJp!2@lGplxyTtUu7@PJa9}O zdp!dnD$%{b{k}9$JXA_^RV+go0QQ=ey8krvyI1niwAAxVZ;GPx`PIS3iTO(w@lHLg z6g>BKhy67QoGmt>5Pp(sLe+K!LOBldavfroNCXR@wg^aSEcN4f4UHb z;{-Q08LAx>wcZs)bF={<0*8$Y)j6!@ZrXdzed{5v} z?6xP!}m-j7NGlbIBY$EW*p&i4Gs} zYrr;a^roUAQ)mXtGjkr-CRu-X%yg(VD6zEA!pIw2Cksqk7#*>d& z`q^HV0(+)~gr;?Bq0@|}H5f`}YhJnAZb~?FZf*m-Dt22o!4Z;fjIHpN1)ax%%>}ny zTyGhKJugGFN=_c0lv78PRXqka&9?-+0xDGsZs-~_ME0t}fhoK<3$tYL^+2XK-rc0K zNVN8unujCQ1{F(1-?Z+xT)ym^w#(#d4G`iB(bgmZg{gBnQI7Ik4OP_6D=xEyaL;~S z31)|iDJU4|SqT#us?2I()94HGJ|4Wp7iv&>Jpw{SqH>#6@M)Sfbo5yXAi5p?PkVEL&-yRI{JT^ka{I|xqvY!Vp~b4&vbMxtATC;s{$0Q{Me zjh0YuS?biHbb?v?Zky zIc+N(f1Ds9B;)Z5%tr_rz9@#rmO+!*{IK2abX=0lw~~-Cy8180X7!B*UpLIIOb5v@ zw9+)6tySB7XiY}68H6faF!cg*-rHAn`0x!qkta_|JxDrbu?%_v(k0gZb3`W=Pnz=u zi>1bhZi9|LnLhi;Jh4Siy7mGO##Tch!t`tivsc(hnlDOe$giqR@s-e%gpC(sYB3)~ z9G;!@tb%Dq#7ep`Zy$;*4YxETz7{1|7vs}1FKbx-@W3*J`NX`PItw=*g zBI*EY6$+LlyB#_ z%uh%MdP6(jj5!zkS=>$~t??qxPtDB~MitFx@R+CmkxlCJ=I_;d2xN(Uo6;`G8D(s$ zwYMCLv=8C*l3p`+UpB6J*jMSDvYi)Rtk;4teM5Kbn@l_D;|F+GroK%MCR{5|nC5&H zI`(i4;I}?SC*Cu=ZO}tMe{qj8*gDx~UT`{PT^__&R`OGlI42g-z-z3#)1JAP!v`@) z8Yl?6Ei=+gIjyx6iE{6!j!8eHZe!Ts-@E9QrgHn}2)Dsfql?UWnf{bYa85_!ZFFVQ zz6I&Dx-baeyD5nocf9xDueDZ|u1MNiWT@V(q~8AdDVF7DD*@1HPy4cl*k-q2H|Z=D z{XDr{=77o_A^S!l}lS__HNk8`wQs->0>avcmM{4X0f-8{?T^&7q#4~epAx^(;Y+ErGZivo) z#kS??Zi?pE_Kwn+4Ay&EnT?nv+3AkGltzh}Clm1v`8pY{{+khUaa*BsJ6 zY4o(C&%MWWn_+3y<_Gfq6E%qZ?}dtWFx3>oSYg!96#))`8UDi}y*fl%s{ zI|!>C>xwPfsGR-4iDe$SfkcA9_?rajBMVIG#({g6fr2Oz@RwAG z3|xR7NGgqWg?@V+20hQEAT!DeO`mm#@Y7j8=-l5dX2Be4_TG_b1C0A9JtlxMSq^{F zDFeA5k=4J$F(T~Qf>0^Xy}I;IyDtcG&GWb5_$Y@dgbS$WSDp+NajpJ^1cFXiC{i)b zOn>X{$lLBCUCB~ntAl8Tw3sLg!OX(5`>5^f8>rFIG^W)-Xds^C`!nsKvniW03x{!k zVwQ*b8{iq3**}1XEOJ*tv^6R|-CBc_Sg*ZPoO&zv|Eg)bT!0>!%S^8p`f`$1zr%DH zradaim&(_mag&PQ9{yx{O-tbkG(iu1N1TjM4c6fWgFz6wjX`nRl$`eA3EVvK1+0Tk zKXUaN?LaqL+f{B1qH}`Zh0waKRC{ii$;-vnbio%)%1d0?$1U zINUs2ASL@rd()iXft{jMw>tzN_;jqnXtPrL^%X~SMu^tTyA~;FaL<1AA!e9E`SDE7 zOj29F*)M-X`%b8aCVb2p2Y{5URl7PUaR}8rGAdm1=zDweF(4IZn5%vUGj{jLimt1Da2 zlK&RYaSZ4!hL)nCzU#iJq$$yDqQcD%g09q8=#3!qt$icu*4~Y3DNQ&zE!IGNDB6;v zokZt+1YHBNKFs-0her9995ZK*X_|;}V!)=fr3ZHGD%h+){ewZvc{zgC%`pFk`kgR?2e@F0v+#r|y8(!^wx}i$vMx75N zx^?WVfb~<|iS~1NDDGZq?kdAtbI_+s_VGj8l$KcL>E}n2cJ3pr5cEWIccLQ@!qq4@ z(D2ez6ECOqDx56c>khZW65~&I%H2$~7M3Tj(G{govo8bl&8)|uCnD?{x^q5t13vx; zsa4qQ3AaG3#QB?DdDT%Cm8^dYEtLv(=S=6R5-09MeVU19fL*nnn}y6mu@N{o^xG>AaBhn`y)HAvN9!9cWfl}(i0We6;`pqB0MN` ztmC9H{|Wv1&w5tG9jl3Qw{_z&;e9Gh*pnVrOMR zo4LEP2Eu8cG=hJJpe@jtees!_(wdy%N?jX*zw)Mf-uygiK)g+@GuY*V-ckH6C!dNg z>{@bl@;>KOUH_A$^ugCNP8a@0d;{^IIC4BU;|1z$iRA{;N1_4Ym$zRV=Und&EAiDR ziJbOmE)YI|IgR)L7Rc(?QqnYtJrbOFoY#9<9dta-eV`kD7QYCcvgj;!Aj~>h}S$FfHh&-Nl7X7J}1-Dp0xIK7NHL~W)cGUcK$ra`=4Es-E zY^(9M^=oDd ztciuJYMDFt`WZw6%whfvejqcw!$e$r?$+5Uq zF{VBrIt$Kozo2Cn{&&9ZzeDjluzMmfe1ez>ad^tW`UO+Fki!I1j4ty?j;;>oUs87u z2A%fkEobz3EQ-j&|2a5LFpms%BqO49^^4VH)f_m<;uenXZhkFZV4cZ#61&Ess`E)p@%R;LRlT$QEq5bOd9b!Cd3<6gabvLJl?jiN;LaPLaZiL~ zZUstq5j^WLcJ8}|TeYIwukUZme4`nd60n~G=qyF+EW=I7))hF+^}BzCDtF&WT>U#E z8DscXzxfvKPU)BF6S|x-K6sh8tQI}{kqaNu5xm00F2ByNVh{yanx@;8`-vK;Tc*a4 z(D_W|zKv2%AqJaV%d9c~E3z*{2nGgU#5Ofi7DcS5O}|aMJB_HAb<`!?@g8Yj97!kS z&>Lx$t~WRlO(ug!!L3Fuz>x3VyE zzsA=cbe=GHtSeNmUR_G1QfJ$TJ;Gq{ing23ciw2Tl>VPtBnT%L4PTLZnW~qlpSn!5 zqds$p{~^&~^jXsCeKSYhi_5QA_20x?66!Dx$=YQ%vZ(g;)<6i|Cd7Izhg@D6gBtjP zOz&X~d)OwD#l#`UXtSUm#7v=|zRMyM$*gUovN!#lNQMKv~6Ki{Yk{4qanS*8Z zShKFZm0glMGx%6zrjsRh6SC!)ZP~sEk-#uWIL4Y%e;_}-Ov!y7s zua-*;#7X9N6P4m)729w3*1R|x*(TIyK*YF(-Bh*tnEQ<@de0>C6PVNTUDrs`l#9i` zba~$qI2bRUva2o8oNCw++9Nivy)SEudzV8>-4U;`!Q8((*SOW?1DY>d1c^lNnp6v<58k_&i>$_a zNsqtctiJiCSiMX8lHJ~C_p}vWuPZ5{R#mnY+%ZeSw+Zd!f|6s2WN=#ZlC!B`BM_;K zm0~hKweaci{!o^5*F{?Kkt@O>91sySK-w~RL7-hW!SB@CtPT@T1lBjq&QZ2 zZmiZ}X2_slfb^DqOUy$i@)6a3F=T-2yZnSHDS-=x>olv((q}&1ZsT9oJfhp(6Ni;D zwkc|bm$Sr#(1n2;{lAJ!Z1qyn9DB2+F>dJC0j5U=bwWaHc>32DQg<=T z^E?!~Qgx?j;I9?v&C1k32OIlQkI`e{tk+tR?Pz(=K{La$`z_BMl;+Af5rb4g|0yGZV^$rs6Fahit@Ayvh!e)-~FLGMju_EdRX z__bF=3YK7y;yjP&KC2VCZ?pZ9R{X6!4jm5{5!HK}lwQH+nA)M(-j)57hsUeDhun(^ z)GBEzF^MjJ7)NTlUeAkF{q5Z5S)`w1Xf~bwr-XTKoq^P=_xt_rabpe-_Peeo(HA?IV)>ipwuAr$jG^ep+1wmv@KpdiX+pLgQfLFS`4sxf@Bg;c`KCI?0i# zg8Zkqe&5>j?cY^=XLw zORdwXL}lM>wv87U;CzvyoVJ_NoY-%_q@Zn7L@yQ=w)+#gfK_KG9=s#<-IK^%khIJ5 z_@_~TN-@8K*^|dR20Nv920a}v`Cfi0{q5xkOE2`9<*$9PHjm0km1@wn@KndmPv=Z2 z3Q2R8Kih-|59qwbXAaW#Ceow(xGGYor=)CW&nf@-BoR0?QqRgKW!h-ew0b)w|EiB~;Geh`hDjK+!C7%YdGN?&eUmJ{JVzsyRMF$Uy&jhnh3Y;z7- zz2@0A*ux!g4@9Y>8Cj#YKLMd4?Ii>iL(+9cOfg9P-W7 zw-^=kcs7-9WVv&rmc#JIDBQVZNn?lMNn8F73(Zx|Qyi{o^1fOYvN{gQbrvuGw8wux z=ZCge2^;*_rN4^Xp&8A8nolt^F0+%+yvB#yz5Qn!!7-f8@oih=-km=a4EwQgNVg!qPu61<889pSUBk zGg%WYGCGpoQE1>n7v$2O5DG$w*+YYv-Wn@Ke`*>Yad61du;+w&G>29?{8ZX#Oy*yd z4ct>Lo64P$`?mTaGG2wNT^75@By%=#g}8z#B(sCiAi18M#IMz`X`ealZsEBeqAuAD zt&Y!$kF9?*_dmXa1w%Jg>ixKXN59IYe~*hFus!4D{9stodl32Ji&X60Oasvn$4irB zCyjFhZ_gmV{!;wTZJB&+NJJ><|0$pG4;Ula>Rz(S1=g?=ept%SY(T&{fui z={L>i7PT_=YIy z|KZ_W6~;|i!isV6`4RZ-?1L7?Fn1h?{{F;tA+h<5{CZ<2RL|2r{hKlocR5#xUSj?x z_Rjpxtgh|YHtYI|AbwL`4!i2_dCHyUUkmw&YtDZrTN|eIy}Ef$=T_0}iq<0oIJ%#r^+FS|ko{TV=x|daBgFRIXi!9 zbN{+*@{(UU4j?KDE{qm?9&S+-o);%@Uo@&ubl%g=GLh##1w-%MudTAdcEYx9mAPIC zP5!NNVGM_O`|;yg0ePJ(6s2BQ#_1ll%?<)~;MSQ7A&ytfIoK{gKQ`iLS%`cYUekeS z^HMn5GA$%lx?wT~X`RIXbJbd+SM4;-HrrWElb{%Ln6+3ni3{OOcP3`vzWAs6fSf?+ zk@EM`H6Pa2bRjqWS|a0& zz>JeimzL6bmDrQ27dUOu{A2`wPzy^2^Hhd8dcC%#YZp#mo)}{6zHrasLXSMQ?||>S zL+i+)*i^%z2wk)>kcF=?)C8Yms#Cm-roLQCgeuP-WX<|ADio9FQ@T8hV?ZRC39#@({; z-IT_@LF1(cXKn8Xj!_IpX&2a8GUf>NbSdjo(o&!HCL?~^*1~W-n^Z{IGhIgGyY0^2 zXZ*eJKjTH_C7g?L#)z~I$_xm{^GFkMT(A)e-2SW;tnIEtLq*EKo5mU`LMK{l@$F

    |g%=SL64;q~9=bYwxq5}@!r-4q zztYWrHfttYyG{Yf6UoWQvEiYMec?9#p29)U2zX(9o%Bnx__XJ*2(PXc1uca?Za}^7OL(T zI;vPOv>_G@H~H@O?}S@)nHRKuF3+YP|Gcc!YIJg3GO#_&u3nJ5)VV8ngKSpO2aTJ@ zXm|8KRu?l_(bS{HHUZPTVa~(yDav{c}j8O8w5ht_9Dm9Fb&-3 z&FA5G#AqsZ<{od;zEIK6&bzAFmp5q>{{}SkjUzdIuByd%qvxH9)(8cpw}xr;6X|cH zRf`RhokT?{dTMABClwTbK76hkhfXc4?@oPcl&TLSUTAo+Y&tEeBl?pVw|TF=i=qv)R?OJug}O=fMb_kPj^M|5>b?1h&& z7CbsF>rB1>;b|1HXw!8CJjrcDWy+!9WFSYt<3C@nUwJ8>ODPgzo)7AgSwGArk3x&j zl6DQ&ZRvOi9ZKJ4j%jf=qesya zQk=D(sr~TIB7woQJ=6UXDeq2G;Yq(G-H;yQ%oCOw6SC{A96FUZ)Ufix$b+I6X>wtq z9#aM)lQ--!_@|ZAp1At-b5a8<@oE*(3gPb-qCY$lcKCz|;jU+Zm_M9vXuwm!>r7L19y zv!)wyb0Z93l1j~V+L=04#nn@DxAqW3Eh) z5?RGy)ji0EmjEN-=5{9`L^yKeD8N=P9(#n*bqIGJ-Ny$Mlgc%H(bpfD>i%MiJ79&R zsAk6%;yLLpyy43V2IxqbH^??woy$N7J3I1&k7bnDs0&H>a`%gDP{pO?wo#OOwOiYm zoLm_6QFlJf4KZVy2%k#4WPZsqY%kT+^`vO064f4WC5ch9cZn|;cu;Yrxzt`*ZLr|4 z!_KynM#Rq&!={^HFf-LA^2mSUYQ);+a(a#OY_JT|T{afg2|Afi7~ znnHC40WnaYl|PrWaK3i7KSU1VJ31c<(N$)Pwdkt+&?l_vs`(J{Y)8p2mtawdUvC5_ z-!_V~ew*USP3JE%r?NUI*WkZr>BzW>53dV1tqyT!Ays+E)7v-oK!>*Uqy>v3D9;&p z(~T2Yg;hmV*U2Qh*6!LtF1A3x0w7E_ZyZ6j@~zVVy+&4-f2EoY1gG7LX@Bsc@PZg>1E| z2u4Xaw0`_|VdgUn8;2@%GB%Q~NKghWo+t1Vi~$dF7+r6iS}lC^9l7NGXR=|oQdV;3 zryqbZU15LA;0}5@k+}^dbr}^H%|Yq;BY7f6mvtwE)vtBnsK1PLk=$U)J1%A}qgu{u z(*d*y->WxjcV`*h(bPRSLq}n&@!AViAEkUFu&f^Cg*3E|<$;1URBT*{^0HugvBcuq zkLay{+1?yKwRZr_TcL_+DtAy|iOi(eqWNQ2rEvFF(7{40QIYNpQxTXph#q9k?eo@JIJM)xs;~ zqR(bcXUjlAqIw&&cXp|Bpt^K2@mk<=mUB_XEFDsRMt`MG@QMZZB>-cx2k*+^&hTTQ zoqyRxgI%y{(PAEe>#Iakv=>;L?%;@54cY&RUqUE`upx8g?9XMJyz_GpdoELK3N)V*LZy+rWJc7=@1|^#I1wJbiOn6| zO+mYc!A{pGsaed<$FlMEofNPu_l(Nw z0hJttMlvWt$p|!Aq)AGKQBXjlppqMqyakjXSx`WtfCK{~FepgQAXya2D51$ga`d~m zGxNTuPMtqr)%h`1Q#IoZbnpESaGTC9}n)GX*=c@v4U>Dh3oL_w6Yb!k>S>EKiUM?yJ@LQu)B ziyvEl**;$;<@y)!UGD?yLv{40JOS;L*H0`u*)$Ak>$N3@8n!V^$=AE04ge7Bw8arEkM)*YWA%Myu}*jP@n* z`qrYUUL=S?G!VYT%7dh-cD+F!9N;HCC$|k^NQr){1wQb5?D#?QaPow|e$Q7u8^Lxt z4zr{MS;h?k|LWSQ@G^rW#C@9V8|-i=j% zlW&mwJc9Hm@|$BYZst7K>!hpJ=l5{se(`)wxB(lSBj>3YdorAB!iDSFUxh(gO<%Mf z+Y_z64PLSL8R6WZi4ElnMs@9>EOm!%hm~r^AvhVk-rGA{)Nq<>j*rw2*Hsl~6B=n6 z8OXVc3m0oaL+zw*p8NdJWZ`)s@sU}{sr^nW#OFp4)%pBxvcVm}Qw-Df?cqTT=L+Si z^V_HP8Q?cXwYRb72Z21t>DmGk;|?}c%tmNN(}{M`&8t>pB_ex?WSqG3d+Nm>IDPK? z)HQ#nk!i4a*tigPUW{n(^v@%x6rh8PXtS+-U7AQt*DR8NuPScgkx$aLn$cUQKTMaR%W}NEviEO zjX>$uPMy7Z;{8 z?)Sb_W!ixsS0Ann8Eue{q=E(M{M&oRNz>0W?Mm`nQVwNT8|YHOxL4z1dj0E-<1gNs zLOyZl_9`;bVRXyz`(FgXOy?I~+3F9cqyPD(_Yr!~Yx6m$fuh)|rJBH%83{G2=B@Ejp^j)xAN8Zlv=GkTJMOXiMB^I4p0 zjyB~>gRb3n^=BhfSu}MfGE;Z#MAJFJrK=Q?^IUX=F`@o^|9iH)R&PVtwTny(;go2S>4hmdVIzUBY=Ku%(?PHgw zn>?~-rZ08w>N7Vexu#QKDcT7o52NQHs4f;G&PcRL{|x0$f!Z*c{HPoOX1`M?0cu&U zK*K9=QytajqliUW@McJDO^%`{X;56}vL+p+l$qf$NWhiQjtl~@9Ng3rFXm$j6*HOP z?V~<@WQ%|F-k`unuI`TDx@dJs>f@6otzMj58FG{wuV!@B^r3UP4yuphl`NoV|It^2 z7oll5VR_ZBZ66NfKXB9b;w7+byx7`Eg+$(1={6Iv$r;%G$2e_H33&r52Gi*>K02E$ z?OPy9^6g)L7G4d7ucMfhv!C^BBqB8$Dy^tF!Xbiiv&S{Sh+ke1IAqrm;PYT77& zZzY_b88eAiXt>6*t|+UWaUG3x<)w3`Y6}&bDsRbn8U`%OmXu<6*a#qq!K1XHIY6=_ zO}FQ%6-ydHE;y0m`>Qo))Uyfvw$0L@*y!LY#%)D!Euf2Ft?ARdvJN_mhtNSjQRoMQ zMTdla`eu-j68lR1n8kdUclG3xtD4LxbxYLmTpKp7Z98dJ497a32AS%A2(m!+x7$5F zu>vGQHY23;4KyN>TS(#BN$U`=wCZJN)A51I^8P5!RkygW;n!3L`~&t@G~1a2Hy;wd zqsY@@2cj+|`6qrSb|`v_S2KQ-*rdEj*Zl@oRl(_Pw2F#?FReqgYl$5x7WJ5NHPNv# z`N=kePoqjzV%Cpt=>!`YZD&x6WSx8Lt-bbEg=n#K4ut!(Uzp3-XQ=A6lASyLpb*8U zy;y#CA%}EVbl#hWGR}3Bat^$&=w|SE(;CnA_u>J((UYcKhuiP2`gGsIjKPFWC~E?> zTl#hp1nd8^3$*{JUw>~umkS`?WQT%8HIdQPFDU#?=*-0?aRtgV7hCQCqZN@(@L7>M zs2`%N*@B*%hJf}=U2Qx2k($R%WgizDZz9=UV6sh#mEtjwLXE9GqDeK+!d!y3^mi2; zF0uAR`PZ#~$a84e&w{4pwot9OSk8-281BGPy4IW?XcY{``h1|RY(JoVitey--o%Gg z)qW~S?cW^$|J@zr`udUO?|r02twsy!^(sAo|G9m*KKx-|a+s6XuRNk7<~<&@Vpu~R zkaZ*|VC)C|aaHCMt_sgVAw>;^*2#0>MuZ{P3=_S zVcLeNXH>noG}MR)aJ$z>md5f z7uHuz-ya5%D4*RsWx!VOsGf%g!y$U!;!>@8i1GtT+i0)eVL%5AVLE<*IR%jjeg$tM z^8~GS9bgu)sGXTaJHr2(BW-Ol>QBSC+YzO>f>2SsOX<_re1BK#S&PqF)ivG9%&G3* zjGK(Ce_+3t){0zB<^Fr`V>=!Z@y@^Ykt;UwT z3F2Uju##hRzv}lh<9NZNfHTc9-X{pm4y$0%d0wi_FkA1><~e?}IOZgiT0%_O!`&Y{ zv*E~kg4>S)%zbD57q4fy`#29MnkB4`HOsion6DG5+O!1;HP+0tes-CJiPe6D130jy z{D|u192&(R5)+Ayy{r<^T&q|&UFSPsO=Y9nrR%g#F$Szxr&LZAxSpHBTw%G&QxU~D z_ki$nEbFy1$>1t498PoFNv-JNgh6~_Wm9NUt|AlOsGE8AX1nQQMqxI->k$KT><5n@ z(V2w14lUY%KG51AI9GChZrzco2_MO_V8m*us3_HZ{|U zk3VjdC}WIfYPnQ*-?fq3T6h3OvtXgnxjE^_6HY-gP<#L5};Q3KNS#@G8CRdE3IZ5ki@%J?qrB z3geqI*yxWiDvOA^L~>^W$x!h(D|(yWO)ybIGY!&0V+ z+^$q}PrPJotmRaw3Oxgf)%13);w68Y#!4SACnFGF)X(_(0z>hGNZ^O?dwj4c7 z$}3(@DIdaC+qy)WT9-nnCcW`!^tRch^q03Xcm-$3rWNC3J*LXzBexs}pAr6E>o9bG z`=@tkp(&uwTv_RisXK_{gj#O8)UKxvz$I0C(8MQO0qK+1y4ep@W89{%A!cLR2TiMY zKSZMkDv_Uj$I+xHQ%O5VHk2uQL2L3rMT`ijX4GYAq|)a;Ua`0_T~NPirNT|AnJG51sOaDC38gGJMi&KB)|Pj{s+Kf7?f z(*eZI?W^#!_nYK8ja4lHIowhK0Qy0nV1(nlSPhKJ3M=RuQ*UPCPJSUN`H%qmF#evP^uR-qN0Z5*#or>r*9+X~1{=!>iax7^*T`#^DMDtTEshH`KY z5x`|8;?dh;J($=S!oEs(?BPcbK&Hwet;4e502a$rrk}4CmH#jUi)z<>U%0GP{b8oT zj30g$ut|P*44q>B!Hjm|SwRChT`Y~CZtxAUo#f4{K&`p4w!+H6??>Ik=%D3&K z6!%x^MNzr(v+K7k+-E?lc(3yv5GL{`&{hncxgoUvysrwNZp`n|KodUx5GUROsvzke znm(fX!F2(SFF?RT)$-g5EW@JJmF^PeHAnCZP*=ChN&=}D{{{r)qTU1`;J9A+>s5TA z7KoGYbgl)OIejmDv9ph=gLfAGM;(k89-`{uhBwou{k}btG#fo@IkXS*=kPMc^5h9Q zrw~fk2(u5m*L|nIre0#-jHbIr_zIHwKBex1gWWC#SqBB!;Ma&+0O2ISb!rMs52DS0 zy^LF~+VpJ-<=g0k6&~gw?!OW&TkN*m(y;Ux#%`z$VZHec^z%!GyOh`{0$g4eSoKy^X_K}*Jk$$JcrwnHH+!b(AkD2 z-8(*eXg{Y%w(-!P|F2huRb`7HkGE{9f>}ayNtU28R2XZKR$(or{=3kZu9+ryz?d^Z z8rfVJ@M;E0zB@j`rJu@gK$bV84Z?|vu zD|hdU(v)gK*-n;1B>GLH|J2YJK#uUjQJl;E`*`x#$_Fx!-mjz6;^k(TU;kxpe6ZU) z=QRDytUKV_wefy~{oio*=ot5(`ZL-X&P02`6lEEUYYueomt@|%nSYgjT_0vmju2gF zGcMDL$6O#7f7OmBi?zh%(%@^#ySLnRz7}^gl%Aum zPnCiv=maH~k&%|p6=mT!1-yT;=+V8oOGS2JC5S7dqDRKes8T08{n68<5@OFUil~P2 zO<%4iPSIN$73{>z6qy@n(4D-3#GjfyGC-HccS0C9bv8Vnw=MkZcDC$>8rA!@^p<0T zX?bkIN=527gJbnFzlYx7w0vsEtf(}*DXtkbNzBDzP*4wU_BF zyA`^_#?2(_`p2FPcYVs0Eo!LLP+p9juFn?alGm$)APphsRe|B zjWxCe_m*pUhLvmXJNt0@nTw}Q!`OIsgF}T88TTa}A8IWt?$yu+F3ZT$!r5qti>wnA zu2azk6QiT*w=?6rrEsKP82XDRstV(nY2_OjsBs}XoX;cr zlFah%?UGHXC$5jQa>(=Mf3EDh(ntGCogTCMMYVk>Ph~EVk6$>R-!A16f#$0!>-U-O zBD($A6&setNe^e)*Uz;@`mbI#6?dc!Ye{5h;2OY$@5grLM~Uk-b=f0NIolI!CCb>R zR?~HM!WziW(8XL>|NB0?puD}YWoPnViWBFDSK26Fr=!ra&b{w*y2+NqARscTbmQ*4 zyudZW?#4+g&Z6+qBEK`Nt-g^}OOd+TxEy#5qv!RS&t1A5BqmDjpn2XdlRt=Ka76Lh zqaC?9UoNwoakS6*?2=C+#NFYz*TIqN1i4WOdk>mjJ}Zu%${9W<$;3S4<6!vnM=@e9w8Icn z#>2|982vtpkSk}gWzG9C-JNgxv1UAT9x3^U>|bP8m`-4jfWXa_hLbF%=|}GDG71=( zlP|QAXJH;{2!_WFFCQmP=^B43^-f91PU)ndz-U!NYeWsERzx>$H1?5z8J6K1)uXSB zN##-QMww0rWLNB~&;9LaWam_>#UX*^ztA(At^U$c#Pb&uzqkf#(%q!8v=5P$<5--B zx>hv)Yfd`B1R;MbC!9WUDMQQI^-I^=0Jeir@}Ji4!~Ng9(R;?hEj^nQw3$(I{AHld zI{79xN^G*fn$au9zp*>gB&&ZWd^El}{{h|i>cSue<+1E^l9z)og?mT+F^YG5b{TfR zRwqd08wBYG*k&Q-hP;i~@OMTJFUefLBot86u2(Y~9VCE^xbQq(75`#$LiTpdVS*@g zE>ZsE#B4x@Xn@OEKGV_<6qVYUhA$Kg^LTsw>e?&2sSY0zhnW|sj+x6In?CRH&WeGy zr@(~F)at{B8X7ts(&MrD?=K`wc)vPGD6i#j*r)fJz%L)`^9(0>;!sJm?sb0cWRvDx zOB8E+Sc`PN8zCNlOX9qYRN(g#ojr!N)H|a)3s^!1J;Wn zABHsat|4dE^KNEa-&Fj8wdrBx-!aZ>#u6GoDa!aU8Q11(C9m1XpUXpjN#ig4uA1GH zSzY%wG}XA_)Ydf|vQ7|ii@JVjXpyohJiXQ#5SYfDmx>tN;T}~PU$`vX=str@E3fr2{k zF7UV&F^$8%kuuAk?|Z_TP7bcup|{C{q%vD9DPEabrH%X+8a@2VLN#%uIg}_qA>H%) z405!9X|m#da1c6d!tfg{YU55fogyd0IEs`WXCev- zd3YtS4HaI8eDKYFu7dN7#e?^%c}hVf=OPc=4a>5gppsNF<=b4mw{$1jXsGl;^>s?C z8}I@{6PwRlce9`Br7-B#yblqoS-s+hFpym4xhdw#J2Tyry=?n&OwQs`ZDFH9EiL$egR!)LJLy zX4c#$rHrMYEWSJw?3r}YE*ezBj7W^$BXuXPcQfn)9OkRERsvB5m++vGupZHNF8yImxi8OEZCUAu)jafkK^SEY9jOb(otluA?w6Z13#c7&f zd08uzpu>(?zvM;Q$5=E>X6=V zKjw+h=&M!x2R|N%vR-q#1(3KV4cc!<*%&_cB4EJesmx-J3aORh75VdhRi}iv< ztb!|r5O+IqriC_7_YB42quNx~+-*N4+(;>%=Q?F7_sdBRf(l*;8GH?zjrr^%f7x0|?W{es^?L)z;;=lQSx!H%`7+psQ9dVikJK$&`mGi3yO z&Eb>_SEsQ_GnYlCS*);i$jk;`&sb8!H&V)LNJ_!Lvn=~rUWVx(`%NzvqtD!CYu<}z z9~_4U>f*AF{g(!xAIenn)}?=0h(0!L(ej#E#e zE?aC%y>BctiW7oPr4(_5I0uptELm?WA8uWmOlje7Qc4y({TACG!_mL=|D7}Lpk>3kM}uQ5xzz3hZ^yfZw!tS@sK!0*em7JANa-E>67b9cH}UU z2gDTMIrT=&KU%LI)ywuLNRfGa5EEjwo<_z>@db*gv%fs$*Y9W=6Gi#A%)=9wiX{+2 zf#s^8yw1RH&hm1MPJY_`%8x?x{o2+CG($OhTWx1%<6|W@WjE*yqukOslaPIq+3P7O zN?oSiG1n5kw-Qbof6lg7dBi8L-#~j(dlw(E?jihBGX?;`9{Ygpqm5+B9%+OI!F2k_ z09Wi%$JgO-7h$^|V=iY^E}d)X9$V{33Q`=HFxe!BgZ_B3a9rdI(LiSilm)gu9Q58Cbk+~=C+DpmHcebchB}p zRMAdV?A3z?EHNm2I<}09RBo)hFEuO7l*(7E-CHLsVp%U}5S^14@j5?c8*8Ead_z-6 z%xcwAmq$!C`lPJFOW9zN=xnO-aUMa1p;zCxF6^ZxY9*EI;vvDJ6M^Y~a_UW^e@8ig zP8Vf$hnDmE8SKo)mt;&2yAE$zaNMn5`g)oq`I_*|xzi!fB4xIgTc4kV>9U+vALsMh z`N;;oi=YGURyEgu5?7u|;J6|iy0bI`SHvlJZe6YKsS&S15xn

    sLxm*ug^#({}i33Xe#HxM4w9ga#*tQLX)6k%h_Q0xs-@wxTNhL z;#}rp0Ub9kxq&;o0;zf$y=^l`f{YTXJwbL*Q%=t;GpikGAsU=jiEe)N^Aw9JQJCetU zfclmdmwl_dssUA!RS|RH-uB!==@E$pRm3ubN-TnKj0M5QSEyR<3QTpxcdENroD&Q0 z+rpkuPd`)g&g&J9)mEQLQQS0`&x&L=e@9_gf{*Crl+OL5x?Cg48ZC}Q+-gw~UjAuR zge!&^M(3sW=MtYIw#*3G?lH7ak&^=v!-AR<-i8Z-M?bC9*I}9&0}5 z{qV%i6fb{XiR{5|o4%V#n@*o=ZClRYq-z|yCBx|I_RZKf=@Ai5q4>TBwLpQ@uvUWo z9Pb6EL*hFT#ia)o-QSdYx|M9+iv>|`eIr7sn8X@@cEN1G#itl$%~E6*s*8M>9S}cy zz%|NpBDJpK0%!zJn4aldK5&mZw5fJxAo=1HG@6=3&|7k2cvKilSvi1G0A{DWgnB>a zX5HiGUbB(z_|uLQMeApfaeCYl!4`fXY_CpeHMoj-4m21=1d;HHY15jSx#)s8;A=&8 zoWkjP*PPl=+?*VF!2+Te9>-pPhK3j;iJg{mY_R&-5Y}`lSdX~=xJ^?}JKmWhQ$ys+ zBaLSDLCI_Lbh81m#L6tH_|0qF$0ooe-Lb`*c_4D6cM#nEPX(&D>su2U*lEI-Gn^yzowR*kwbG-;A4C4JgS~ylT=IgcqdCg2+ zOl9MK zv8u5y))w=KH<{bv*up$su--9fyE^iVsZ&;1ug$^WUQtcZZmG|vMTruL%lRjcPh<#t zEe!k?#>WHj2$`~CClQzYmq&smc0_GmYrpJENGUIJy|I%@&U~Umjq}qbU8gFdGdHwW zywZjSMv}@Eb_E<9xSLOjW8S&6Sa#QkM%vR_Y@u*r+f4rh z${(I`K(Eg63q5WrO6d^Nb4HoxfXVMM%TDSSJ>(Kq4;!f2AGusgfsNC&0#>Yy)Xx|6 zbvsod{z?c3^8)Ye@Afm*L7B4!D6{#iN~*KYI_1RCgD7IXnN+@v2~4tcMdp0IZQB7T zVv_b?ZWC{(TbZS3C!ChtPJ|8Heqk1)BK%F)VT+!@;0Y3-=%P`8B5B9IUUb#y5^C-xTgkb%&fOyG1R@=6-a53X8F5RH+p@IFE)F-*c@8qgTAShPzyJig=P!-?Be4ov2k-vGsq4RAi=5fKxvDkyi@nPGpR*T za&pWFsIBCBx4gHO9IB-J_qTNkzhTz66sMyw>#;mK;?S2DdlR52AAlK&(vL?_Fu5OO z6b?h=RFm(YjRISI&sA6@cC2#n=~TFCC5j-mFjLOI`O1(VKZc5=4q(4N3=Gmwz`(tq z=krG>jG~9pkVus3@=VBdP#&J<5%ErJJ!o9jMnJS1{3;F&SBKBeb-piu0$$W6Gysf$ z40UA62c~(!*nA1JE$s(ao(bHk^7$%Br|SB^;kr zzFrJzTU+opwq9sP0mtYfFTj=h@8SPw#M~E5KHqYJbd8HeUNDtTp4anFn?RMauBrn9 zzR}AD)%m~Bonv`EgwV&Hw4MdvExvmDXL#Zos;*tq8Cs2KIc5Xo8p|r=9?ymA6$;6D zj_BfO6vQv8haUla{WW4361*pPQ<>d#h_ zB99Uq6-vk&wrrxCtl5)m1*ydHFwXCMtV!)~8NP#nQaKN>=fmds=lTaNriQkjCc-5wVo#&;T?W_#rL(3p`tFBzn7o7$vA-dcPR>QLuBYr<6;-%|+18l+BD$g=xmW5m3h}M#su-cNI-ic3oC3x= z;@PH>Kpu5>o!ZK<+dXy_HT!y7X-8FvrY{fv{d%umysKfRA7_K8<4QNaKmf}KY|ftJ znO=L|w;U#a#W;PUofzdbHr;X~kqIHBO5D3v<(hHJ6Pfg#3t=x%`~x3PH*`DK-xGmaXk-O&K5CJpSyy~ z;lqZ$;cb+oxocrCN?WN~LKo|b(?r64|3LuL+y?EnmD%HoK-`4wkDwX3%)L;d5+4dO zAP|!1&0CAE_?q6rju%QdlkE^X&aQ58&Lio7pV{ZGz}4dB$neksbuPbyZU{%$owXW9BJ=uspxG zXYvzk6Yc!|o~r%(yes?c3t?BD(Pn-}x1{T^tQ!Fn1Hu{)Tx-cAh z|IP^kP*e&moj_IlKT*-K7N~zRl*JXkSy|Xyrnq>&17scxa`|4HeBOh873ssmUOfI1F`;p=wU%def*EG z_<#Pje?CFn|6gqB|CfpuiOuj-V!U)>6=B(2w|G=8Grg6zywJ%4IOXXrNW3O1=lets zo9+rcSPf)BeUb%c1XTh=OnRtBvzc}`o?lo0=6YQXy$9Cd(2xb8P3xx|KA8%5COS2E zQzyyU6^6@T8GNc7`zR2kPHkmiElmX)8S@TfYb>HIWYoQeazxSlck(*Dd|&f_zq<9A zKT6exmcLM!M>^~T32#_XK$PRBMM(m{Z(Lqodpq|(a#<8Li=I8jK;F&GV3q1?Eto6W z8T)-mNP(4iCj_Razyg?w)DX7M%JTS%bP%piB5(FVqFgT;>=?s+eIaULZteJgkL=}8 z`xhr*h7nK*r?c#zm{4DkEVZ>BjCoE_Uq(p&A#t z8moJJv0V>Waf`-2f?2*%YCj7#tMXr59w*`bQ~VO0B>U%l_#;Mrs06HTT!1d1!HMtLY>Pa(wT2zzD$gm zKD-<~r~dE-5OlQxxAd1Wn=@BiET6}@mhLQnf&adWP(Cz<&+>yM{Gy#U38vHbV^t$N z0D*Goo!(6ya|W-IH2OB^sfE>OeBRPfJ|ih1od1=S;>;vC{%TNQvoU$iSjrZtY?JWY z$$s~KfHELbg9urwX56#K3-$AxmY00V)8i(y!gSA_u4Zgwa#Eb*TRecloHUq;+%_Td-aw&a&?O5qinxOzpzwSG^!oP| zK=C+%ITqnlLfSM09;rcGuYpiub)3?iSA;WmL4@yTNsZEJ;)p5?1DN@AbHR?+L>>Af zzNiWmrA^fHHsJkg>bcA$47BozlzP27g=rw0hr5(}DlNrGBjkC1QpK;Q+(2t^G*#Sc zyE)IUb|!i?eOK*UzR%5Qpy0_?-X^9R<;E#SQAHd zgw@9`Ri?VRLc_h2x|F-84xUOPxSSqdEJ;?Cg0m3=JWOV_mqkD7*zW_69*TLc6q{7J{* z-_?TmUW?g4f#uw~=xzkNHGL9cAdh)YfyrWi)V1;SbxbZ(k^axi6mt20{B8X}@>`#d{ z2zx|jX5{+-AM4*ytm|R@e0R!QE;(H@x^`Wf#b}0Oopa0Nqw|Y3peAGdTCkRk(>D0D zao)Stq;nJ@2)mWwMzrsm?~I^zlFLXJ$~|tY-^dTL4yO`8a}Rm~e5nqCJ1vLD)4*tA z)?U^^cfiIPc9>lWduHw)ZorM#-O(JgNy&7a<%Z(NB@Mi?#h#hq_2B3a8c zA8}Wmkw*12TYjm|_Z<`6F&s}B+nQ&STN)DXnn_nIk<-jQS3%Lu-E!{coUTX8ZmE;) zy(pD33{t&2cR~D_D|g&7}lm^q+~LuD%F|p zTrapf;JoyuRPJ4>+R*#7Jv_w_`;1h3&&(&Y9om2D%urK?>nHT=uw01zrFzI0uqbNihnZaXcDfc1E~c(l@o!0LlG zeeY2Ovn&GRk0r1_uN`(t(8&+Mq_l$o&JGXw?=9E3Mnbnb{qgO5n!HarJQZXI3uy4w z7}Rn|(kDo;tC&FXy*HsTQ-HA&!Lq6zk5BPF5$-pgk&Xfbp?+5R39DI{+tE$qO- z;F0YuGZk;3iL3_7K_++4Tm6^F<4?{%>Jq#D6Mn9jW$dk`LK4+9tD2)jau%WJuV6kI zfx8fl{x|GtL>;Q2y1friqU0Yv-(~svb7^c2kjo$qYZp9fM)zvYPe&&+=yAOVLx!dn zNBAg4P@*gvbR}DbCuo20*;?|FIZNJeg5V>i?}ICFMr6mjU+MXUjSBx`!vdWQhHW zLG15qGXqN0_P+tv993bv8s#n*?$-&1pD9*?Q&i8Unb)`(i1NvOpV=c3wNPD!_T-`j zV&I1+#9$cruPA% zo7<<54^b=jm4Bk;@#mY!n}z^tY-6LTgX{B3zAl8q5`6nVPqTb(%SR3a{H4Jq*x|bY zy5>^?uW#uXctnA3KzRBOzj+nr4AWmY|L6m|w&Y;T6n#hM@U~o-l)}k>8j6O3V04w> zN~w1Sryp}H-YsY0gO(w}sCNpNLLzkAH5d+8DPe)D(Mm@ruR8PvMZyo>>;5w8t|O_w^QW zX>@*bZ+$Y;Vw^G`hL)_-sj?Y3EOQuNr9aAgIx{NYmQ2sDk2%)3FZY9g=q2vJh!c19 z-EVCB>#|b+bv2v5pX;Zf0OaFH(de6n&K&15h*PpYrx%cYZZk*z?;e}%l}%e}b&}Y~ zbw*)29!-({vsa$eBfVxVCf$G$pc7T?D`(G~R~Nje zKGck-HL>&Q;#u@pa* z|4ft)&nTurt+zld&2=NS#XkAl=)2qlSGHhuQk}ifR|YNHW)a zmxS!PIMc9puF=g&r|FY3oqXO(|C$+3T|oXx=Q*T*g*6uWZXQ~{5~!E%=4VmU60c!v zR$99f9>82b0Y}0eeI?8BIu6FhfXn4q8BVP%U^#+n#!r_JL^}gT@|`PnuaQTL(!U?o-EZBkk>J# z+x!MP&UY0u%oiz`7^hs++eCbtS~?`D{A0K?9D+)nIf!Mu3;YQe4?3yH$UU_gZjMi` z%HYNRJA-93oYP)@2~K);dg!+X_k75s6Q!f|mym{my31txCyNsUWyt5Qh7BfrXO3#D zY3*%)sbY8U(|gf2QGNS+xsD-k_I6ZJOIzJDB7fWSt}2h68QPJZFZM*g)Z5I+!gHMq zT~pQx{^}|Vf{GlUSLc!lYo9$zo6K1(uxUoVP?R_=TfWG+xUj088?ExcR_AxS zFZ3_m>N<9=t#1DUO~h>W-CX&g-U6bib&>ylpk)7HD=vHuCt|TOE-m!gyj{2Q>=cH| zCAjFs13!I-<5a3rTrWc}ohr6HA1q9cOktx%eyIfHMdz6tai14z*^Y_}`c-V}C^=8T zI|&q!NZ+&g2lY^tYFbn1NqF=SYhPl~#*OW4$wz;nDt{}yY?h75arw#f+J`ICdErOI z@ptu7r}9grd_EU3O8Pwx%|V@>EY18{IPN{yoU0Xn(QhX%%;5KuBzBMa9m_@N-LFha zMiCDJr#Chgw@9q=v5A}Sao1@7yylhT+K!Wv-o=zF&1^pH>qnW5F$^iDN|gA?7FBiL zI%Z==RkMMu(_S0jlylmsRYFu2d7pXeCF%`{#1&cYAr;;PPa{$+B_{J$tng-bsovv- z#w(RYTkhQ(^>e(xZ9zb{6^6_m=e?nu6Y1u5C9^9=94TAyTyAFj;4M8+{9ROt(P~Aa z-^7Z=Ii4ouyj5_dNF%@Y80A$NoA!p`bJxX^XZ=|i7^yf` zMJ_YEa~UD);Y4#6L`!3@ZC7rM;@JRhN#}6o?&aQZJoPfi)KA~#?ysXg=la!0kxSM2 z#%|=W+#Ui`JtFR)Q~CUNo^X+Q;-B^gi!Oeu)VHDJROt2V<+tLQ7J6iQJ1BH88i7*Lnqi2O zd!`$8@c3&!ch!H4TAKO)CgN{#@t^44RHKM9CL;Be@s=K1D>I3lO?vX)zVrS6%C7kE znm5zH-9!)^{IA8&e2hXc=+D?cpUI%l1$uuJHuBmVqu37wTR9Poca~w0dG)oL+PUUW z2x3o-`Qe;hn7aUkA}e5I$w@Ec=ToR2dz|e!J9e(oS}5fzhB!YuW5)NNTy@49I~-i$ zZclM4v7=iP(Tbhnf$s%?gCY|6B}aK<>FO2lTU^0;zeSuC3e&yLXAg~Heug#GZC`1- zrmvHGK>ea8=Raf=?jilO11jrM#}`?jpT8y)xLK#As#_Vu!)S_oJXPp3 z0K*h(wEER}g!2}Q`+gX`w4!Y2*o~nk>76TTB+@?r$<{jt&zDyj=6Lq`lXeE|Pgku> z8KqmKg5;lxu~8bl(c+=DWfZ0(*XYsbfgH@%FHeQajy~ z4IihOvfBu@t zW;1$C7caoIZ7h)7hGAwX^)_!$mvTxgcAaX|C1hsBRZjeS(KZzP;TELSrMW86RA34r z+ra5?sV7SfnVF}_zwE|SUH^dQlr2Nkm0kl{3eA!T_Doxm%e>(^g+3>LYHpp`a|s^r zUI}s$r3PVZKYygBeXZok8k{UeIe$~Gu( zxOwrCERBsyTPFx1cxT$k?NPx zQ@S*FZSyQTz)EGj<=Z2WW|7{dsdV0*yeFIU+|vSfYtd2v65J8*FP!)#uM8}MWjoB!jh0#zm~&e!ek6f?gwklSC#(6wP0hV& zOY+j){$*#|_Dm|`*)@|6y3BPSvT!Ok|83+)qLsi>&C#~Y7dKCIf%pCLae=)zbnh3V zZ$u@O@tzQqI{xxI<*T^7MRS|lcfWg%;&gMrD3m33P2JUu7IV6gC(SSvU3esJN3fjN z?u}7}=X?J9uL`MyiG3n2*z->52zTK{g-PZfHPTqujmz`d3H%fv4cfPv^t-B!NBaUm zjWrZJ{L>hm($?JkEDPc0?T2AFX$!+7SR9C6MANr!FEI&o}x5d(MV5)O8lPouv*VTw=BZHLE);|ED zFyhC4178F_txEtqq|T1)p^B4>Px~07*xDc^XjY`g(wt{7a*q{-ip+#^MvDCy_J(PD ziY6A}n ztV~5`3f@~yERp&xc8RyXTr+rqyLIo;;aP=uuEI_3lWD|nKy7~#l& zc2hkm_E;QDlFUU46)*Y)vF}Q{BPP@$&-AYqadU{{UW;85J=Bu|M{4^J&)I&F=nRF} ztAiv1^|c{vJg|Cfa11-vC#cQIfQ<=csjM$v@q?Ha#Z?$|EoeoU-EPly5;qg!RcZ?T zMMzYYAhZ>hsg0*q%R7B4YVpKc!xx3%b+42+@B_laXj+2usm0vB}zt|%c~ zUuIs4*jVYEvXXYijd1a{+r}ac*&+qTnWaSGS79i_hNlo?$WS!atzikS%uTwQJNUn^ z!BthL7%N_P{~zAoIxMTMYx})L2?YsJxR3@V1WBd46{J;=5=o`ISprhh0s>MJ3K&R= zw1hMlsWgZnU6Rt@So%EAvG=#XcklPx$FaA6-`reWYpyxR9OFEHr!NFA6vt361Rl2Q zVwz~8J-EV{sYo;fcNi9Mc4hID8n9vs4hP`56j(Q<+(R9Mh{CuB1$K4}SKQw=I|bxT zd|`f7Bhx%-{I*(@xTQLp|Jp#Arp_?R5qm&0e++<|m1i$rvxk1I-G4+mT5957ePHVu zgQk;0#W)atPEQEbW`WS)ksEZe{vh~Z0G3>&{YJa>0L5)P-F<)Wf)nBk?cvU-bZ8G% zK#WKzs)qQ4f>Th0GQ@9Zt-u^bWeA3osctLq*G&<_M8~ElGtk2pJNp7UGA;l?iC-Ot z)>EDrs8%X3T+z0Nd?@pLL8qCHL??Iwe|&_&&1kJ$=s8;upo~H?N-r&hu2x$1WF|Tx zyS~sl8`FlQ$zU|oC8;O@WIhKd76v9t?{+&#x;hVYg9}FC-B6%F2TWzo^S!pf2O6z# zS^NVU1jWo~_dv!ifWQ2qsyU)I)rE5C0nH4ts-`5WVXe`qaPActZP+b5^Ad#h2=8JnL z|8N!6Jk+>CSEl@DTf7tWmF!G6f~aln(P>Mfm1>&UQ2&Vm0>FH0Cj5Gh`8Dl7D+1r; zpFH-tAOV}U0D)Rsy|LXPGU$oN)=rH;iUeI^X8Q-AYf^+d-7rbhT4<>`@ zN5Q$Acx1Yj9e)CQ_98Q=SeS%g@EH4#pa=~`G5kFQr&@YK#EB|Qz65qV zopTXtd2`92?V=vLIihY6H;by6Or%J|2~mO;G-wi6b@?)4W5t=R5fH}A&B3#xqB7yk zCYnog?@F5YkRjFBt1j#Efd#b!1fU0-r?;XEbE=Ggwx7F}e)Dzh)RqqfkiSS;t2beeI*iE|Kg#d^3~Xno=ZpmF$ozLEq|raKOpbakh`eg#QY zhd3LznT#!)5#T;Lgysj_!YxMWcYo?8DZXUxNk;pOZe6)fp8p!9vspgsh(#OtTS_oF zhbDGiG8JHKKdtdndVikcP6*SbGcnK#vZ0sj8A#IL+c=M>bjtu{PqADt&Ua_p7gu(T z{CjkLNzn`ZRKT7S&h|Eo(iN`VkiB?&ZlV^!j>wsoKRtU=U+S06Sj+}#Q~Hvg26rr zIfT^0F=&2lynS^QSZdOg8X*|-t~8tNa`P_BZNBkO4q3uYM+=*a2JDXv{`~<+f5o5( zx+kRdCnHy>Z9mna!Z?TT;xNj4LvKtWO#^C(ruk~~&Wl>isKNpi5Hmz{VuK*~?XbP8 z44N#58ik`ht66kICd2_ihOK705t>hYCgs`}ne!|cuUX!wxDGw#_9R$stv?E2y;CR2 zudc#G2-iUFUr!hGLI3<4@%I03NcvyI+i`Q2@+y1(SBD|L0pUt!=;p&8n>V!yA)g)) zz2utgwR&dMvHdC*2$l;SDZ+iiD74KW5S;^j@R9Gy(kXnP3Y%~$jK(G3FEaF@d(%{f zZBrYIBfbb)A2~Ng(XZ;;*Wt1oDNafCDEb(fk~bllv8p1iR1)5wk_0dO+`XN@c=}on z$34?W#CPNF6aPmG6T73mCtu~Ep|K(>yk6WXg^#;+*X!QxgQwd z?#tq~G&$qm4fv+|*J_`AT&s0H_kOI4sD7e?1=)BjY5#bcM7@RCZyhJv< zu`%4Qw;pX>4oD@Ptm{^*Wq;aq=p21?LHaup;i73fZn)c~5o5i7zM^@r?!le7J@qT! zIdh0h|M|0eWU>R$ELz-pn8K~XJYO6OyV`0BM0Tpeo0$rlp9YkrA1=Ka&W~*wu3r5# zMQkxxfEcU7Tp<-U0}=Ez26=`Wil1W{UI(hv2PeRgCU+S_%$gGlj9Y?!fG$U@QpEou zLj9lH8En`7Ca7<_01e|i%KxHbk8Kg>EP6Cl^hzsB;q2{NrI5Xf78X<&LzR$dMff$A zwEW&&T7**|^5?P};*av+QZ@jyK|L$@u$ta$iI?1O*$k#kx|KUcX6-3x2Nr!XHeg~Q z8cge|(=m%`OnWAU8n2?v*^96pm-2=7*ClcUk|8$Po&XDO=0?w z?ycuJrUaDB#WDL=fJ27hzLEkQe;f#UUd&mAS3|)0qCJ)ZPJIX0r9tEE-y5Q}#=sNd zc{o^|M?CeaaO3qgRN33P1+3U*?YDP2%OMaiwf1O_qkyO{N6if=WjZSwRsi;4qW&{!cO1>X)k^DtW&=Mxvqt3*%3aCFrY^egBrAi`bh-HE7OxNxnPWAc{H;x zW~JkfeVbp=CJe)uTS*U%m_C49>tpuBt$*j7Q+wbK$1V=iA6G}yVt&_;CdMwsD+WRY91qzs4r#Hq z%@NcV5@C1qQAvfb(&p6xyU|aDLr&ewi4__2#rJ2?*m}oE&SjXaEBGFRXbD$BPyMOA z-TpH(obu1?e&NwyzQg%_I^OkbGM_sDN>rh@bj!=(>Ne&8eio;F6UJySd?@qmOv$V3 zd?S-?O4GbbLjcNb)fQIAKYldRg7hs)eRYr+xIq9LRaYHUO2<^#-i8cCRx+- zw1SWNbJg|iQ((>rlK88qfBZ~9j0DoN+_L)n(17P@;_AitYB=^qAsMxRic&{PVIRFm zP>H%)*Z2aiZqB$#Xd$e|3j)rQYSNeaKEt21lH%CL?jiE{s@fd0enS@kA?Jwz^fD*5 zhrcsZ+1mDKXB8SdRqW)4F-m&eDau9xaP^y>$Jlue*AEULSqn9$?8spkM&bB1AJ?$Q z8LzKQ)WI~4A@gth1*sleAA`~+A)HQuE01HZ4X`(T7qy-l?@KtnLOsa`ohbt&EJKNv zmmYa-UL1;kN0bi7q(k#Z?KX^AzIA)+gWJAUd@-Ey*A5dly0;7myOO7*i3MgV#=o#0 zc^2`RZz1o>#H2?aXJ_?YEur43cUu;FCb9_XbhtyjsM82#PeB+97UrPHA- z%to?hHVZUl{`&0K+X}Q$NT^(0UVL_Ns4P}_kMFO?Hk2iTRL)jc(;l7d)ba~ zwB5+W^5Dhnf!`_R20BGshUWrvm!GwH?Lr=E2hFp+8DXjch%Q|r!tgK{k;?RYB%r&Q zoUt5wETs4wKh>VCGM%(egBCzB5HvT6nh3>+N7?S1ezt$=#}TeU+022gWroClrJhe! z6>%fNR9#DV9e&uvpc=OiGwiu4sE&DO(GZU&rIw8}==?NAKP5|^ZOS`GLBx!CGvBNO;I3it%y6O6*%teNw}V6iJJk z6+?R=hvjHiyNT(>>ttI;z8iy%Q{Fh?azeMN5Cy#tg{P_N6Qg>v(V+0(LSEa}TDF?x zy>za6{}6UP)i`yMv`aa?>7N%wrjJl1gI8RXE2!sR%@e{U?;Y=FJx{PJsH6z>qy+ep z%aS;L7Qk&8hVzedP%@XAXruom-YuehF=n$%`=_4dQSY4ybG6jkJFVIaf;{TkVFV7A zc@+@R3z0x%_@Bh^*31;R7zu+WuhhZOIQ-1XbyrZ$QjbYjtFxq}2`zsjRwZo*2$L;V zR=}M&yblweC%b3P0!Di8pgww!hJug-&t13zb-MBF(KpMj#U%WeQS7<`|p^ zEd5|{Z)f+ksKBc;k;W;~uC@y09&|Gpp@=!FI6nakZ!a+0bX1YDD!ehdiTNbCA=sqW z_T>O+5@~l7cax^fY-c0i`RUto-bR`#AVjk%*U4-+^{C$aocrB^f@o&4&0tg^*m1YY zF zFBRiO>Tn;SuhCXbEDQdD=jV(gd5<&|g+3uYhaK~YlAf(!#o~PH_X!VA1@mvU6(7$^ z9`iaqX2^tkiGJZHNR-Mv%8Dzn+|5%LN{T9QJBR9Pz^CE|asj?4wKtx_591IopK z7K($J>Zm}rP1z>4rh=Ee;tTsmBHi2%k>QYi_jatq^izkJLJ6f~h18Q~`_-2a&LLaM z=`brT^Kn^>SGVAt@wi$6?V!{X?OESHLz_TiROaJu+Bz1v$4Wj55X~o)p8%!hfXd`H z%64X-kgNW=uy+qoLlwJASKCkk+U_!FQO$^=huA(Geif*#2lZv_pvrFES?H~a&IldP zy1z&Mt-zT0Xp>wnklu-kFn&XYItB!`3bcg+T48FZ_h8YO{d!`D&}$V$rC(?!syvFl zpixr^wTKg_o8GFsfXtlI=_-=+9d<5)D!ceAw@3d7U?xyekBdS$hD?hR7{N};fX_t* zO1uMmaI->2LCahLXTDpR_0TgnZ)kkah(OOIT$uP^f`k6!AvywbTLSI+wJjAY*yJ!9 zhw#c&q794W>sHU*mQdB%0EXwjRL$(f|9*}(vUCLXs^8Cx;-1bO4*%;Q?f)-xw2}Wt zkoLcFwB_IDz>e3Up9A~kZjH&}0!UY#`s&)QFRy%+oO_G*&b)y^cX+li=a0+GlhSef7zaa~{ z6Jy`O+bs8nwPpht2~9RpQ1my8Nh0`P4-8(4u53PF)QkaM=(qj~`u-loYS zTT=;Irb+t}KtSMa2KUsWz{B3gs~`*ChvE>o?Q1v{KM2D{SuCwTn&h~7Biu_q;*ZiJ zS#yljAfY-lGHkr!b-G70W;oVE8g1dAiYJu!+cD~2$OvqxNcPYIpW`?!RoBQ?9rSki24g`KNg`GsRHLUlz6EI)X(nF#Aa#Y8 ziB{(ZwmS4Tn!J8%+W%I>3${Z8(k1qlTNz5u{R-2sw&vD&+6vDEeu8`u@hTE z5($06Tom$k6L}ZCBYRExqf*W&MW%MN-Y^ysXSx|8bmpn$cL}*SznLA+@q+SYV;{_m z{5@ww7uwp+X&A_vx$pBj62roltFemCjLOxw3&J<`W4pZh1?-u!2?^RQ(ua>7&lxLT z(aB_LkXg8SyiF)j(f^kFSzYmO=7Es3%&S!cjBi3i5RSBy;#0Wd=%tXAT<$&VCZ*(@ zyz^sR+BMiWXXIneaPp_%^Q(3>b19qB*--r(=|U>o)lAb&shi4n2=iW8 z3oVnczvgLtc|U%`U9C6gZnt7!7eD{0OfoZp&25h}rvFd(ZDT|5FtJcfNs@s)Jj&1# zaay3Jz165K&@N>}Fs%87BS+3Gc0AEiw&zh5jj(q(dQTjL+hHX9I;@)Z5my z+o2>+xzc}fh@?ftv@H93sy~}TCUQSXbhw;lu=dbLh_?6Z{J6!hfT~lp+(bSN*yF1m z0S}Fa{dQjoUP;V#%#1snvf`S}a9zad1)HkEC0F&2ubrFfP~gfIK?>9(<)~X+zN>AooDsmxTGtdaB_d7M=WG#{&>62 zocVJRKVNBdKIjZhk3b*;F=O~-_Fz5c)^Himd^fn8oqC(5Ahcc(PeijdrisvmYNtWH ziDbTC2pe`ET8ED$9k76u8u?~FPS9&JGm;26D(yr}hg(A@c z<_tR_@w#@wPGcdNa~BkU602z#dk+dCIt+g_Zd=_(ADyw*bZjP>l2;N3pN8${?>7v3 zqWq^DFG>XvrEeM$RcX9LL!I-SJh;MnrM+y{55#ho?;0v0F{`(zsrtFAgWj5=>;;TP z%vFkC_X)P^kH!oed|5W-uME@;DK4n3y6{vKyRpvV3(IvY&SMsP^H_W3f3!3Rxiy>> zOf<mn)zqaq1kO*({nOzr*WUEA;(J^E8r}lPcZ)xAT^K@!yMz{RqRV&DkHPmIa z#P!u#5)XYt;G`BljFB8Xj*zEvbrBB|qH&h%#g!-XY?b>%^wP`X?8(Fo`%hmYD{<4# z0pdFN&}y+6}^@(6Onp$-MA{PLNL zS@bPzGTF4t0e;lXyiI0^==O+JaT%wiMjE%4PkF)imdav{er%pEx{+BJMDz0xI3<{_ zKg;C~x@wZYPuMdm_kw&Z;$+GMXRe&>?$Q@ZqibHsl=hF^!y(CDMshxxQ>?2@oLu)m zxKQNasB%JTLjYR*OV5t1UfQ#UmJqJMpJj6tGw;Adr;o&nC~a5iljFOyOz?lA@ails z6AQ!Ys3`h$bGfdryH|*#TiAWh2l*`r4ghs!$!Y{ygmFs0kb47{ZR?jm>n2|ruL?K- zA}EW0V|&eU{Wr=IE*NSnx3N; z2Z_>~&s|frJ0@puo&>}OyKrosOu%t1uC6ykG}!s_oH-ZoC+j`>$w3tev>i8HkxL|I zr8e_lUh{o4E2+KVq++Vf_fB6fG<(xzwN)nQCEHtu5Lb&y+$}j%*5zXuNeV-R0uNbQ z*_f-|w|1L8tVe`Dh1Ksi#JRkB>r3W&YBGxF+Dy-u>IwGT`Ao>om~l>Iy`50MArAgR z5uPjDvC+ijvXoTJRS%_4G*GL)tXFxxsVcA#x^2NoJbwZ0aiVxuEZn9a(oh`PFrB%W zMi|U6b<%9}wce`_V_?X@)#PIO>F~JN{xtq4gU_Z~4ml&~?|qTaNv5g1#-XfwM-EJS zW}n?VNcLi#yGrQ8s&p(BKayqEEtm3gTC|mGYwvmXOQc#7DPM~;^VH{DYNQr)5_c=y zQU0dZ2TNo2m)s9fnm2Utv*nBh`OVpX=VywnZazc4c|FCWMeJuzRW=jL7v4zkkG5AH z`7jS`bjvxl%Q+(HZ9<8;M4K9IWI-xb7CJ4b{9`W!=Saq$jF}G){zb5Vl)%x#)ab;s zQ+L94R!W0HgW~zlGyPJ+6L?j#Qz{m9|Ag6e^JaguFl-bPq~?P-Bbbh<|Dk57GUA*x z!3`3zThJklp^~~;?Em@oFXb5?Ra_#`HE3hw=fB)uMS>GrJ_k>RT^LQmo4SZ6O|zJ7 zdOQ&l=n-rJExFBB5kSsJgSUjq5 z62`T{o8kcrS2$gN;k(S?3z!c3xu`w1%NEsy1`0AvK{BiyFbFaHzvMSwP z2sRNzNFF}#1BTXTxV2eAPB5+1zjJ~yn{!$)-h}w z@ZJhI47u^@!^`9z#2R19l-cQQWwYRX>x}_5Z6QM3M8#rDHfxWfF(e=@P(>vG zpTso{oF?8j_u}>x@@F$ze8t2mN-o^KVxrEMl)+85i{%eyT<}uJlrWv;Hvo(IA8J;r z@x(EobfRx?!*i9(9mrr&K#l*|$&xS=JR%Ss(&5iu$tq6xjh}b*j}3=S zr3G?;TG+F979lweJb3Hg97&=7Tnc37);Hds#JO{iy!Fc}&-dK>NI!!GF1Py_e?9PlsnX7{H`ttsOn4)k$ch zc=I}8(__@kdSH%Qvy*fq`KH{t{UqGFH?GtX0fhnmsU>O?H9i}!Jd3@4T=w5*md&=# zsyPJ* zz3R_kz~iEPNj{q9L3Y^1cybb=O{s;&mr4|?ylp3CgNZw1$-diZ()mXO-HbPNk*$1& z(_P7MQkJTRigTKMiL~y7E&&k<>C6#A$2%2wS<&^LvQoSkqn_5zg+<0wy z@%Sjt>Bhb1i#{h|$(Vc#CS}Zd-LP!k$tUHU-AOlQyVQhVJ=77`!tBFN(TO7yJ|o0f zmCmnd9De#ynd#O!7yZ%r)~!+8W_+@MjuY?u8e{}6A;(7(d2zhAqX}m`^Ef$+G{&qa z8!}ZFg-X&V*<=)2`D8pN3x2k`9^+>627C-6c+{8qP0&%8q;!=XeAZ5ofc?ykX4b3Q zw>d9dnp6FL%{evmmLIr~J9k=tO<94fa@Fn1Dply7detrwRqdQ$D7vGZuHP1&k^20* z+20Xa=r>myjE6PW!)4lV`q}B)$Q!_K`{ZY!@K;)Po+S>)fFQ=nK4_gUxX=Vs~D zmWIX?HLbZrc83s3S>VpXYZGzGJ26CY~~L#?&ECd^+v(@BeNrS1>&t z#Fp>ZkgDzWZBD-AyaJA9y@MnL=Dt!rgNojoE?+MHwlM3D$LAg8iXH7%q`gQT&U0UV z7g*B8S@jtcVN5Q274P(d-`BIZe|gw#%kTSWd#{T8DN zFL#!=)ZuYL=Xq9RoNr7NhYX%)h6j zzzE-*<0i)8q{B;xdS)-XFkLai3&csxrQFLQVBu!D_K2$cSnfim+L8c+ z+9x6nl65*Xzj!rhOW2Y_+ogB0(1Uzm1Une@c)= zWoppSokxed;$R{lLruE|)t)Z7B1sUsH3Cr=J1+x>9sj_oxQ)hbV5I7W-WOfZc>Yb0 zMZhloUq{IPzf6!_fvjDgiL7uj%AdZHpR2Cs7JZzX^!;kXu9O zol3zNdTO?{zK5e|c3+DNw0Fm{B1PJ0Aw;FaLqDBfvgGh`g8q*cnEt+|=^ua)i;Had z8tsSB!@4*mbqAW&6gqZVuT^**TMpS#M3f3O5d?I$ggBTQr z)lAGi{u3XI{MY%h`TvQJwdu_cjgfu(7RI0d+xfBP9f`(RI~W7kbY*^vHG>PtYyA|M z2Ks-3q?D38WWM>2Efz=s`K@-6p$oi*UXZHWv}w0MnW_m|C^U+61#~1hi{j&lQ>A35 zzTVDs_{@ifTwuW_GMano4Qo4Gr^nDxQ(u{MdC8YMpjXhznt0A_M5kl8dESJ^gw|&V z1+7eYF1~-4U<|hig(EmfOjg==k(Mr$Lnii_r1=wGMIdjmgg>3+R5*V)F{qVH=8Bs7 zq+$4#4xuHoS*t?L947+{KjaMOq`Ut(y%Q}<%-hw9afAW!i(RE|{-B;(jixWAPQ`LR zBM0*H!r6Z*_3so5yWO~?3}f1ID(J6Tac`hr=TE4WLSg1^>jJ`NSUzXxv%l@K17s9_ zMYY$*2cGqjtnhH$IxJ9&zc7}>=@)D%;W7hRYM^dPQ)9_o*mOq)a$-9m4zzWqI4lDQ z%1o-+(ZTL6mb=4;StGTv4;QwVbz+yr_hl~xN_~QN(x8NHthSBgC2%*IM;p781r?n} zNH72)Vn(2kTL!Mt8P66jk%XE<=%BwkNQ-$#a`j)KxOo@zVCvUE_z!VUN zmRK!0P`IjTGd>BC>86WavQcTX*p@aU4B|nj#2$I<{9iy2WVLxe)45xy>4r_~H!3EI z?H`v7uBdkUyZVM@_6~`2e1yb0jLM+LK&B<14)- z(^+d6Z;vxM`2EZLSYewe5`X{B>&g$-8YZyN%_r;@qQnu%D*oor^=$CVeg*95g&d!0 z)?q&v#I7PB{1Jgmaq>`<-d{x?H|l+pBS!Pz`Z8qkEuhbjg^_0pD$9VMsdf5#`>wFy zsC_^&=vm%~KOv=>g?tz%7PT~M%|ytQsYA7#p%}VrmeDuTQweCkXVZSTSNf(8_TpFt z5Ab}eiZ1VVXUL|4tVzU1210AF`YE57#6Ume2<{%^k6rE{1Wke6@8(z5-i5!9>obHk zn^Tw-JwEWmr?UqX$GvX(zaW4>(m$#_N~M?T)c=w4{YP6UpU{(obK!rYMN$55P^ggq z;=jcKBN>|<=cB<~_2Z?LKcFeaC$lj1c7u7|OdOmw?BMZ7b^Eu|P2a0;HKWI2%M1(& z`8ByTKDmR!_}2b7==oGN{AVZ2-6bZ^htLhu&YsHa*V0%BxX2Cgo18Shb>y>Mp;g95 z@=A_pK7TZK29&6U4R;+UY0jcce5d1vE;@)Abse$6@;1{Dy}Ef}7UX1Z zU|uJ-00o??bkSSt2vj#D48x9^Vi=s{7}fgzNs$Hh8_NL}LR=HICAeyS|40!JAkDN7 zU?#49jF{Y9@}25fQ8KpT-;$0|F8QtauP;|l=V`En76Bul6m0Gh%-2HD3`g|&roiac ztUCX{hnGTGTw37ndzX;IhK8IsyBJu21>ZbI8e{)p@)Qa30AhWyuze&|S~sg5$ezc{L_mtjm#NHe0x|E!}y7gU8B{uS}3>; zN2w%ztNJS4?8tBZM0Z*&NTQZeF~VCj_BJ%m_8=eF0CTI2VLuMQ)sX^%rmuMr=i~$! zU}5=G5J#io$l`C9$%4?85AoTYj`4xAwYkDugy&Km99#0zF0l?-{DC6CEBcn9`Z6?A z5Q4(RKlwZ|Cx~ak?w_3d0Ag9Jn z-~d6eR2C`5G#dXsm=!WuZI)FcsCz-gb!l#?_W0{W#T_|y%&s=sTY+)Och}KwX*dPHB zbc-n|Yyv4g>@6amI6i*k1p|a9!>V&l(*BTKPnLN|*$R(CmT95|$wiWPTzb`>rMfCX zS_!j{;CZE~emwutp=sm}YWtWko;z_o7;}~uV`pbEeRfRl(1ANGa1QY*`f`aWey`0r zdDoctUUv#!YWvRN6lq1m6bPD}Mm^8;;a7L0iVl=;Y}F@*cOW44S3QrW{LaFRy7et< zTG*l(8gw>0Byl4(_G_@?y+heC+^t`xMbwvA$II!E*rXE%ik0**r)HT_CvE9Q(~PYh zxhiN8{37J;K|zHl`QNWNq9_&A}Hm;tGs5Nk1SAT zWh!#GXryqw4B7w>N5%3OBj?i837$Lf&J0)!$60fa0oOwq&EV}hF6oolUovsN>QZ7e zBH%=vK2)PDxz?7P0Lx}XZjqnfIQ#+jDKh@bh~-T!+j_Z4GciA_#P*=cEuW1JF;T}2 z;9X|x4}^k>iM!*+D9f!EiF@+4m`W7HYyp-1E>_J&Rc`w&=v0%+`L`4)Sc^pD1FuGR za|F|Q=9aVWygp`>6jL6wp?%i51FM6!*yqA>_~=^x{aH##?TSYa-wjU0+ZRqlyqYi_ zAHR1I7~cB0*gZ2_R46=~s+i0?P$KA)@Xq|#aCGs|%f!Y@_>*QFgCu{)fz5QYEw2VQvj4-J1I$k=KFgxo}5JJM64W zP+l})IC{vuFuV|7CDp z%pwH>mlAX2i4(Hw30wvp{OdnbiD<-y0(igQ|2~C#1bg&#?%hAB+C(0Gqf@62!C@0o z80qMDNQ)ajkgYN6i?*r`#lwj(qP$g;LiGiHJ)uPp?$;?T;Z89sNFZ&N5f;F`%^Yez z0Cg=dRtWqg(1`8*&Pi2gm1VkGV<-|76!`YTQ z`5%1GCc+#)?hl{*ts^Q$hLZSSS zC=Mfa)f@R2Ys*CF1+capQXY8A&D8rh_#HL+@IKIJE@_3QZhoYCUO0>#r$MCY0ns67 zq@#9eOn&?05_a$hMPObTs!HsdZlvU-y1sZwzIZJ&H5zx}oX=wbv7Y--wf>Y>NQ*e- zA76V{1Y{o28cQ)*pkv*b>&c2>JWth(ynG(P_vEW_-ZuG5n#~J)95x{;S!zn+DtCxE zD(B?)*u#?S33RGY|Kf}IUDv9X>OkKnowQQ3Z#xS!NF!l9^HeArCUsujKR0hXpK-x@HaqE$pHsi5oqwM3+@;SEc#M?Ur_b~rc(c-AElQ|@;??}u(N!{^Di*)$e7%jMQeezX@ODPCWfXdmq&Wn5Dw6P-zg(osD*pyt%WqS3bBBQM6bcWE z+l4C%;bGXX7iVLviym|+tavm*{&&#geIdOEp_d;$Pu-rXD8coKFATN%MYMTaAgbGS zQ?UtWW_>f1DM^tI$tI2BDGy&6A8Wn48twgqDepbrWvPk$XZ|68OQ&{v zt&=k+K0_fUy57RlcPE2n!@C5(tLczOvzKBMe>lqP7q;0Pv6_j;h{u#?x`_!Cs7JN% z^0{?hA8?-ctqEB9X{evzW%8~G(>}`34rsc?HSw96mTQhOV<}iWiLzWeBN*>}FhPGJ@oO|T^gl7_&0VZj|@uwMKyy)@UAP8>M5-GJX*0{qp zdz0h+dEciiXc+0H5cI|KCX2`1kcsNWK@iYWM$&?%SR8u{@Xp?{anHAl$NI(N#RdQs zo!o%CF>k-IMmgw?mu#Dbo4Vlb?SpbWce7Y6MTpnit|gjr9$iiOQz*ZyVls$22u*J7 zUKSM-Y|ab56S6Z7tr2AewI$437k5&$ZNq?W=l8)^}Bw7!lS54f{}itdzFyA40gv0usv zrdx2R1x@Z{n+t8tTfrpsX{Zv?pc!tGEA}a#`}LGH-S2&KWfvTQVmtC_T5DY3g6%@HZ8H^=X$nz+G={X%>!Q%7d6Z3#`PlH=i z*qEss?4K%7C%4*8^~3-CMdZcnZ^?S=8>i?27m< z4a^m10&L|Z?YWGoER%(=7S(&Sg0}i)T~O%^+k2OOy|XA#7Fy&EtbONL;iGZTo;O%{ zm(5W%N79aD5kawKn_;b(`eK=|Fv`?y5@zws4qXH`ceS@OJ={JG`d1JKx{XgKZAhM((w-!I6` zIsb@GBX2*iSi6>QR1)#hP^IY}o*r-USUb3~KAMY5ch_C(yIFKCouU5Hy(q(>-Tm)A zNjp++@pm2rTvOOxUY_8gqRxZQZ!-k5PHMNFjiMy88ge&0@8N!ad5(4cpRQ-(=?42x zIGgtw77ZRNG8E`Zu6~W26{h1Ks%RcLX?MPge@!20(NdsGwpnG;wX#^bUlo}*OOPhe zPffSgZ}HK0Exe(fjO0;$u)=R&4chOw!*(bJ>X~12y5~+;Q)C^G-YX|_AN&3b3>pHa z4&i5{EIYhU`6;9T3nHV|l(Fct`)9f#`cjQ2s|MG)+X80Krm>JsZ^PV~u+{`w z?&L$_dW>)H-=L^TuEsZ1ch~%JS@-<&YTam!sy^m^lC%i-Z)URiQ-yK_s#Ot1Q|Bx2 zs&y_qo{k}2Gi>wp1gW8D5NAZX2627Ek6Svf-i_2}qdr?FS?cZ4ODP~YU>%D+No#K4BV4BIvpoOmBRfZWhr!yrSMQ!QV6g~8keyv=zE!JE zkB+SHuYa1dO5%md#)sTX`GebQ@5<}Gxv7!dn>HjdbmmEC*Yhwdaz93_F{Z1yQJcwq zi?Yr=ExjxgKZ!L%x#-~~Arcb9%s5i^D~SIN_v+bj{M{1rl9Q`ARg|Pm5+saM$w^r| z+xqkd@$oKAjTqib^jBH26UFoVk9}`=sVB(swFHEJ$rXw*-&c=!$keS43>F;Ub}zPI zw*Keg=@4~k0cB`KvB$GE@a5oRv9GYd8<0j;IlKYdD zB5&Ey0lssF=aYn@9OwLG}dpgHuGMNIls>|z9 zj4?EChXSSRpFQ||S)YUYHi2y7<;qWk1QbK-a#O|{X&qvma>lJOy4=3)xl#t`85*v*(_%a12mtP2~QeKrSR&RGI8uG_&T4J)TY(v!LgKsah z4h3q33%@Tht~9&6jZoBwg`X=NZ}u1Z)&pyv^U>rAE~-gYZlA;5%eYxslZc<;NVZ!emAf;75t zCS6Zo#{SAA9hVn*P1ND=l;}%`F##2}Sd((jIb5JcUxUs5^P1MBoG0a7)ZQlo#sR=^ zLFR+WlP_y(mEEdlO*i*gn`8vi$rLb2)BExpVV(sV#3xVT#oKNzPVT(lcy)fxMOYWAtAaGNHTrPto6hYkd0oiu5Sn$KNr z-sEjr7aBb3l+G%w9UBNsK4*gDzhpG$oeBPF(w+Uz z)cfK7CX*30_X0-KGdZ!i>?!a2)Pm0uyyrMFW{(*#{h`X+-cp$*b|q6Eq&# zBy!vlMfX+M@2SW}W(GSW;!mq27h5^PI$Nwh(hc7Zx+3!Kk!0S0Z)b_IC@jX~dt2CF zMR@j7SYA&P%V|3bCEXC*JsjbH`HkBf$bjeTdtKN0Blx#!M(9Nf43nE3K78fdF704e z+;pK>na_!fH^E#Pd`$N9Jyp5YPpWo_38)b-F3^(bXUY}y{8Jr-_ywHRmRAV$T)unF z?%^HRMRB8VN}(sJ?vyXk+Q|(GtMu<$^Sootk)Kk1Us1OfJiw%2;rRPObQoSLlx<>i zm|XlIZn1tUr`D4+%q!8W359sv6MT&p4Rbo&k5piR#dlrVD8I8%K|qw^jxCD84d7cQ z6TH+-`KU8?_&WABGEa@^rkWa5Qc7;38JfFDls@wf_dd9~!kj}x9kvlnS=(T*i z^<;%^ro~x9wPp9Z@Nof*$NKr|HJqj+w45`Zj7QYFt5Qr3jAKI5`5NUDA?)D^?vAIV z#~b&2^VMeJgG^lJwA3|3e%$K)V>dQKoH$Cm(Kp}8K4;>MpL~+e%*nFcWf%V4bL^*sLyp9O2@WdXQN6(gCRTPj0a`1e0(Ry&W_9 z{?!k$*t%La`fSvFD#Ez%X^qtW~QbWzS?HG{dbkdfR>yXZ+xq4Bosi|ZGw z62s(~YSTAuR+a7QchIeipI@W)>zkc>%~oXMK|IbTr<$cGA|kwljGqZ)O!T_CyKG(e z5y$rL+ahzH-McbBMobxswhbnj{^YWohK{np1DZ)d1U9#Zxyl3qSltx!SS6sACW zh$Bnqvz6wxa(Xh}gGJya;|H@4$O-$fV?8%&p2wGN^(ucuJqJ_!E0XmrfpHEmV$Y|> zl)~pUb0;rnqo_!mq6w+Lqn0di6~l8Q{+j*w&(o0KqzpuxW6f2~t??Z5I}gMkFuWgF zk?&!D(IaWrTy8$Dd%{3>6RU4kGt@y-+B0ZWN)k`Ydap;X(7JR_UZwJmRdE5jE;i3z z{4Ae6!O+NSNQbHM;9VxvvHpx?JyCa&7j7?F!_jY-WjN;QNy^xecJXfZ%g3&X<*iJ_}K)l(nI-NiXu43N84}16NoM~bL z)+|}w_+1RIDZ<_~W;^$1Cev2tVjRlvYFm+5R#rf`%j7wYXbg13K92C% zJ=kTah2s= zZ?Wf{YP7OACW%-5N$ogommuINP;@76Br*Nn?N9i?UlW)Xj#%4)>oC=k?G8)O9im7K zHb*6?cj`Bw6UpnRdyaPPS2(u|*J2E$nzE3`xH{Mgo3gQr$SH#p?yo7YK6Xq`+@Wq! zjEwP%?r|`_to&a8$@>yPLNR$mI{Bg|CNYJWOz&);6FX)aPjP>8x*Ii;jvSuA%eekc zhgpv469fp=&m_5e{y29t^^0&lSTR!Zb>EeKSEYBxOvs#)sTZ?Y+ z%qAr@B^~wq$rtDlKQY5zEE%d&OfJg`ukJD5Vz_{#;3;rNU2=$Y7DIc3-2X0nTzqBC zLI9~#>}+U8N7(Qtm`dlKYh54lMQ-=$mJn8v_q>l|-WQvDes6b*y6!cu%#nFrOGq8r z6ti&s3Gt@am#fH=@F}TOci-KNO9Ve%LAR3b#}CH(99I;-mh-N6nk$BTlz7D$vK)I- zMJ;+(BzHQ*xdB#Wk<2yah+bS}M0dc!_jx)w!~QgnExw!^qp84FK!R%wClViMRlv?o z;u9lc(s%b;OKTJ9O3W=~DWB_SWX1U%;m-Z!Jb8y-h)g^_)x!jbsx~3Y3Ed5LyFt?1 zo3_tz{}$+pv6V_unI!A0b(`%VlQ|V-DOSdWm#Sbo1WU|U=u6)+h@a7p2c*dfom zLY?4WvGVlc8{QOkg9?}#j{HwdoY|x-iSp(E@#8GmSjYM!voH^;KXh+3*YHoUZEMVI zMDuY=8h*=C@!}M@W0fWUM{VaF6;-#ic_W~Jz>7eWlY(fIeNm8{Rf3=-1q6u-0+REQ zj5JY#AW4EEf@DQwE$&x{GBN?WS_q%JpFl*+US$FymTnkypTf$xSCje=w3A z6Ou3}A9vaD0Baq8kx+xHEJ{qo(%^~iy2?{+?)Qu_?E=mhQ`F3b5MqY-ZJ+5ayi~?G z2j-CU9?(>Jt%!Q$dFf9^H(98a)iW_dH=L zMURk-iD8#%6OlWh5TM^-6f{-JjZO(Vm-R#S^>I}JJRh!Qj-}Pt3yi;#t!VJV)OKqh z?t|J@wvf2{hRhaQ<&{R!M<((@ZqPl)&gTSJ>`RqgG{qj@jZBzPa967@I1FSDx~nH3i-j=cE$+`lGr@g3&K2p}{HHJr+C6 zTm!tk1gaB z|HvX6#LQ-S&w z;9R5%aK+@iTsvrE_FY^py9^rN6IYlomJx4N`nVKisSI$`Fe@E+g!4N}wy8Zc5A)y3 z603S{UGYm61ve4-(ydX%E#o%#r+XqGm}NkZ@hvbTNwo)UI>i#)v)qbj#izn$dcdWd z4^^V;c69APfK&nF`y{6R!^MY3udVVMsOQ0aDxpJY$a2CJyu1{O?Vwf~Wd+dD#GzgL z-&(snorw6sPnxP&CNK|}2h!*Jl5S~A>|@Y zo}MTvVcxtG&2QA`yTSxR4wR##g@gfj>B;rn%$f%#iGINa(7bb<;?I881MwgMLN+{; z_y~x5GI||?ouc#MtTH_i5c|qIlMnG3_Tbb#FYpyhxsW8J2ltW;y~HX~eNwCg0ky6N zph*dI3{D-m2+GqxjY@L<`Qokd$6Ia>;g|CO5%zr3e88<|;B~skkNW}broYHIok^ya{6fL^^Jy`)h8gbBag<+h&8#^O& zho3q=avp^sQ+OZ?RH4fE+a8Lh51zTBo?AAxlt z#L(HR=!i?IGSAVv7noDg+7Z$A6q~?m-W=ohh%WBVF z@ih}$%q}bqnQm{L1>g4b%TiVHRd-D7+o3!|xhqrXpce-H?%ZvxTx3RFAF^^@!_*BS z54drD2yvch?Tqb+ZM1t@(84j#e7K4P`1gMmfHKOR&!CZG=O}*|z!<{YaPth|!K!lZ znYaVKF!=y0O1UZHhPtgNi#@0i`grkcd)tG>kcMZ$vt_WYK63W_k;HF4=CP%04KcZA zD_0@<**UZzVLy;(C?#PdzEuIG0{V_mv>TYcpEszCenKI*chciB@}R1XrfMz3IvvMT zYTnh~TnmMszBDD1sSmgQEq`E}(_U^$;A`dSH?h)|i+R%WbYCUTlM_`(#NtAb512MN zSy>U%^4Wokv0I*XodV9+C*MBTva+70JIwZ08h<8FY)fxac zEb=yQMc*xIG#Gj|F^t0%6kf-iY3|KlE4zNxqHX?Cp^&fjMZ6hxZP8zjvE*wecK3q< z$zR?en}|4bQd#7$T4fxX@1Qz7n(@dQQzHTH4(kXQ$*tgO<-7ovhG;#>ZeVCEbBYXmy}CaBA%>uLl>V;-T9T^63t{@2)6F(~+_4*~rk(ELwP;mvXQF#i2RG3{Bv^{87Yv(|7zvSo%@Q=E! za(%+rxUgO5c8o4!+hPoD!?(~H=G51RhqksoH#skY(VptATLhuch?zr8_-E8sHxdCX zpalphX6mfZ5FJX#;`oi^ZK3Y!xAGD6ffg8|M!PT$^C~~?RltCQ3&IeiUc$D++uRET zQ<6JyQ>tL-Gb$tz9q9gjCwoyd;<5n=A~S0CuAL#ODdfERX_As=Wdvhy)+pXb5|un_ z!=C%+t8KeH2kXkCgACcO8>b4+cLAHKn(g3#)ua8+qYG7gBP%aqP%0+`o(H)x6Yy6u zUz(sG8JGR}$CH-O8_Tio%XZ1cN5Ea}MKT}EDbx_Dl*GVXJXnUCS+hr5d{z|O?EPhWX>M&MK3xf>S} zJ7D98X@lr}pcfoRx2V`!?VQ)b5r5$;wlJ9L_mPjjTxZUgpF!VWY^u>s%cqNBi-&Cu z&lNVa;fgkODG+oiN2tidO2%{XR^Zib!S#nT`DlMO5)5Vt)9if7;~rS%%dJNy@26{# zj{7#(ReL${vs#^@2vm@TVdw9BZAQQ^!812Ht=9!m$l4VEG(O{e!a9d`NBHMS+MOByD#d>S28f9}9}V-hd;Vp<{9iFAkSZfT^q9&XMSd7UZKNQ@|mppzKeM&2yLUP}?*JY`~>5`F2esdvd~l7Jf?gX**y& zK{nb-jLnlQm`la^R|&7c9e8$j_1fm~sm>{pHBN+g9i4$%vt9Q6zQsj}gL&0Rpl9Eh z4yXySq1KrbJ8-jvs+%u|Dtk z3^K>tpAqmpHQ47N-XcsArmONQ@Bn1y?7FX4If<_YC-xAkW|3H^k4rHTl3>VlHh_+x z{=9UwhaBA0>wv!Jdz$ml;Z8kD_U)F*}S3I6RkeUyYW==GFUJtQ$Pcyyjmnzcw+i=P_Ekx+7 zgRI-nHPmhKntKl13&OfS<=t{!pS#KLWhG|)zRRYuKZ_ii1>Qkw3Ul*n&q@_HgmCJ7 zq3)j=l`Vdws$SeIv^xy~_peQXH$%T6CXqj5f5#=+S)k@;f8OPFw*{K(e^H3iGv-`K zQKTKYf2EJdBRu(1nzM`@bJ9G36I^X#t^AF2>LRNQeeC-A&DQ1mI&B!q-M(+67hM|G<*yso z$C-c=WqZYt`xo7ftbilf&j`dqJQDzWDT|Igym^ac_hFRVkFY3umx0(~$e`@!AK14N z&|8M1hvgPXmhL_IWp?*FWHy+ogmoAXkCf)A8fU6EUba;f&U|PfsG~VbAF_uYVCMRV zIf*BakBtF{vPh59OS%zSlH3c_t_5;G;)4^xJsM;X=I;=3aU`~zN zJetI>M@DYOv(wK=q`?#*R51mFRu4l??XrY*VghsalMF8tQwI^S2a8yep-V%L7T7BH41ey zs5$n6KOc)#$`8EhIWMrIt7GEtNb@)T|x<}H#Cmtzg`$$!JxO!1x3t;$#Xu*g&ZW+Lw}>W=(vu=Yw$ zM|7TxrhaVc1ewRWdtvhnwd^A5)*^5pRcj$)sNhSfw4kq%__9t?} z)Y!kmxWBp*%sSsbN}90ZMYi4|IokKy)jw4bu}j!aH5*`3EitBifp>D#DOieK#rOtT zj4)c-+WWtYs~D-*os&>EW(;3uax<^z8g7*VL$u9wumK3mIeFGrW_+2`%`uKD_7m|v_dL2+^x##WS6oYSa>P1Wnr$)&qkfpbAoOFe>3SV zlbyq@DrTXqJQfuXHSvYl{NWbe=S;rLzl--yFzQRGq^&b&-aTFrU&U(>ZlwEmyhCN=Aja3)wG#g7{q49q z8-!#Ir}Oh@N1yxW{&TZNmgv8`rmugwltQMps4W=ls!5aJ4!^kcqy~OmQZEx zW*Ucj@Sd-`UMeD8)|-3;cY?1n170B*scvSsJHAUVkVxoKXWrof=J*b~j$+pdX){RN z!y)z`1?lHs4Ww)%&Nwvk1Q2@t@F*K5>nAAbJ%4O!3k@@p*2eGZQM&R`H- zC+gKM-%Po|Weg&(i=iN1uIygiHLVDjKbgs6%FMtvQQhs0xV;SJ1c&cBD0LXa^QljL z9@cRr`d!b%*tA|3kX|@PKyc`V!J4lsze9^to#y^(83{N$x?e~7^_)KHE=OzL=h{C% zas;X5+_OXU9yUY8ss4Q6DtQ=gfP=GJ!ch$&b2@avY4#tLm{ypTLDFA4dt>>F(Ju7r zP{%BSAh7HRg;v;dL=Is3%q@vM=s~I5LSPc=%R>k@%OZyWrDcFYz2UYcbSRDdW4fz( zjB^Nzt@$Oxq~f}X4R|XVs~gaU%;H|zEl>Y_<#8 zY~JNfV(4gNU_)t?ffjFnH?#=J>rEPc=Lvf>=ZE~F17R|G4ckuf(Z&Is^vYLD2^nl8 zcLC0HVw_z;^BH$X5SJVo#|(T(dq8$8%Og`y(tP3Ydt}A)THj-1sFY1?Kf-axoMRRj z^?>H0Qt>kI=qDaB0o2paBvn5~$287U; z{a^EFmxx1xI8APywl>}pMM2FYML#u`esEyk6X{eHlYO5I$A-eZu#v@J2*6A9fWt)Nv!^| z3Fow}xxHrKU040Ao}w0|1j4kU&NeCfKhbgFE5CIZa!W>4kzJ&>*5#=_ue_KIv<=(e z2pt`R!)>kTKJ(GG!o&eoCTok%woT)V|LzC~!gFsb(|Ya=jXB;>(fbIN?DMdI;?YJn z(xEqlJLg1#3e+;%E-tp`(`~Z;5SQS@ZA3}=5cs)GH5FdE0p2D{95+y|wG?V}{+-KE zJ@Gd|F1@yZcF!v`!L*>Q*oW~;v^GLsv{XbgXVig`zhz?dt4GioQL=ah>&p82t1&pG zKki>c4mXkw&$T67eK2}|(n;-T3Fnw8V4ZV$=PlENA9+Rl$hpEg)`qR0*qWl~Eb$9;?Yn_Wu ztRhP?aUpAUwIO@+v4Bb5x3B*0nbrMY7DQ@9pF|gbuBGx7X#61Hl@|@h<*0V-VtvgU zh$Gy7&i7clO{4^EvFZyudrv>UQ0MFl?O{C5Z^xqp1Md1(8D0Nc9(<>fjTdQhoIYxJ zklZyrICs{W@Y&e4QD^qPyWa(=cxgrL)@nQYJ=Egf)0E#i!x*OEtmC=r!+c8h5Zg^j zXgwlNZus1GvL^DhH7lFy_{YG2Cpu3y@0O>m+NUM0bJ4Aq*W*Z6I8q-^Np%$1D!HuT zzy4ku#mcCSNe38*UCZhZzf$Xgm`x{yzjcn`mnTpCqDM~f_XD9uZ24c^3PnyA{NpdG zO9}0s-lSWsxGd+Oon`&=qyMX?zTz}{`f6?`UA=@dr6DhO@Sc7AJu7NA#UtM9{VBPm z@*+yU&SnK>!yKgjTm9s7>u0PGcw*IEdP|dWAKHa&5#l?&9K89nR!R?r*tyYl$ji40$L4| z)Nu;(aaA+y{0%#In99RxX^^#-O?5)V4u0+wEyr?)1g;8>88S?YovM&&^%vC`r8M75 z-FVDfJ{NIPbPs2MZEigm!IH|89W9@FO_C?JDg5^-)jjMp{k!r!;g8E_=k0tYI~6Kk zWL`Yh`D7|;>+Aw6y&r*IZF#UADBoj!f}0v;QE}IbAI$twsnQwzkw43{s~tu++|wSY zwrTgKg0o0!KCBI<*(lbTZwJ}WSt)%e{HIVwp7j(naSHajDa|iBDU3SxU1vvXeVoAr z!K4fm^-Pwfz_HfWpB`#fnn^DTC`~sCNeJkFcy+z?<*E;_mcB~-Qn#hALjCTYrhoBffx9@mx(|5 zb~ibnuQNK4VvuzwE4guh2AfXJJ*-ZKmFzv-2|tjdN4Ub*?jIEEnN+icc5pIWpLopw zh*hgu$FZi2s=_~EwoZ0-h_B2gLr42MXV~M4J=sTz>P;?0+z(AC|MG|oG4h?`uoR%b z{Jzdr{&ni_cZiy%bY8(tPK(&OV+Bx1xTuk-zSVce=;kkGouGwG65oqFx454tJc=^# zVU%#`qRBC_%p1bgR(M2x(l&*0+Xf|`OS`jo?Eo>5p||gOy-=@icNcw zD!zOT>4%bLM#ngdBsxPysr>L(G50svlK2;f~(zpD}_P8xf+x$K^`-IzH{W>bLvf79uuSZM;M5%Wfvf zDV%jv7*J|+tzF%yq5FAiobUW=s}lmq4~xvMY<3MTsXLAiTgClRP$O(XN{tXdO_suZ zh=Aq`c@0LivA|!JTAMF4f7?6%eKYy@%b;H=wVw{FJjQ+;XXTs~K}c;xZm`O#$}p;8 zVq07AC1mRyF-JFL7S{6m`?JJCSQRQ-Z=Fj)!YjM4zYNfc)oj#Hn%IUFzHj?^2fY zIyfBrrtnSEiAUYF?ix>A7TFax#p|@gPkVSpoMk61VdR$_F9~`^D(3SnMz`LC>t%%b z8|-?|6>st2;|UE$)T$*C#7CHjZkMIGjC{SvVXo(0L}^+qDh`Ko1jbulG;!c6k*TQ$ z7AjI5Fz|OCAo=z|KkHjl)@Q>TE0lYPT1A?50YSTbxKE;JN^qF7wL+L^um#u#NhZ1O zo{_;$e-$UQecgF-jNYMETitj+S7TJZFY+#4o?S;;{ZGLj+$*y7h=FcBQO6j@bD-_7kh@bq-*v{c9O*^7b_Ou>nAl*uWve(MJ4|G0ENaUKR?B4;*3kdmx;TumcL{AW$=7;lHWs5|HSlMwNA(? zHt?D4MvI~bHf*Ojh&iy9M$Xe2B+n@9p)bgA4f2d6Qxb+@vX$4V4fm56$s*Xusz?1B zgsC%=T#<#$S|J1e^R50#9Bteaf*H#3)Rnijx1h|&fof%|!7YN&L0P*v{w?}xhUt$h zJcrlHbl68J>p%vXNQoiKXia6sIiR|C0TjJXchXYJr3JLM9ZR`17`}!oEG5wQ;^XCW z=o3NZqk%kcqI~KO4il%1cv7&L3bja3%;13fyJXXA9(@-5Y`lGJE+6}mAsvG9rkwKi z);r8av}$}^o4)h%%%4B>o60{*r2ckeQdO6n_bXT;&;&;`Qxi1FoD;s_TucfXunU|_ z;=ikY3?^+yqfSI+&Og?Ky(_y;tN)9p!Z??+4obdf@Fdf0$|oB~U6J}-%X=#yWAb@x zoKK0~khj^jylT5aYji@5K3w5Pin&$)Sk%(B_O@A5%~b4q_U2TOQ2SjCva46NB@!%;wLo&5AZzdw-vTdw>e~9=@F>EBxHFt zIOR9J+FSj}4JxEXQRt~g;bxcClDg@Cju01@i*ijAaZMI}3071j0+=QuszLJzFTYVX zAM2P{RT`hiOu?d?1`!eEK2yXYqsK7oY~6cr%qa*|jVr&h@ih9568N0otnpT13RROY z-`;zTNsT5Ca$cS`thrJa`0#Y?*8(KakCT5hvGWCyuLpPQr#1qdwsrew8rGMEop-26 zwy?4Vm--b$apPsab7mA#xo4n^2$k`n2%DM)J|H^>i(90(rc%ccG1v z1gES`S)i@jg_RJ=n2kGH__0e_6?z2aRBM$NYER4)6u9Q*;_r)%{7`}KvISv3C}{4| zBw%BF(;JxTeT~Pk0Ed@Vb1T#dTnk$LZNg@R|E?|l`nl-Ra&a@4yy{fuW#4;dmNnXc zZP?R<9M}1Y(as$m(rK&=cdAV+e0;o)U*5P@vGC@xRMve^8HwUg6D2?vQ_D2XE#id1iEpPMtCp|eB`8qz*D8wqy=+-Hb zybqC)WCTxJC+nU%O&-5*AAdQ!;dPF3(RsZ`N9MAYI4BeRAqYq8T$p7X2W0OSwOp|3 zGXH&$nmhD%w7ewRCGwBjb~Ox2ar1YZDTpxs>!Zi9()odOA+He=gID4^GuwIu)ThpP zy`b>VD}!X)CFL5czSP6LAN_Q$eD%67u;)!eXt8goUF-^*^`M5|>0vl37TQb%%5BC*76Atsp228j=UWvfy578ct?}m}i>oQ6xOhAaflYQ!cp1Pu zBals)B!%G$LKY%I=&}2=hWXdVIYLKk0ob3(d78<_5Mtr)xP^*u0zxPK zuh=^vg6p9*!R1w$m(6M_=M!VCJy1-+6(elKbH^l&)+4XEYuM@oKK^<#E-9BH_~=<- zhuP^KT9&Xjg*h!b0##|s~0rmRTmO(lnW#Es*Y7^@u0jo9J`s;_AGoK+w7 zGC45M9;UzjkSaJpq)5M7;U4%5@99`*7sZ(RbZR=XU7@)j+CU>s=Wvc(H>|DXX9nA9 zZtys;{yBfO8$xjy7TaJMKr4PWubr(Pv0TXb0i`nP+R%bPN%P@?616kR%9V)3y4?)T z=z@z^;jtR;vl3WO!}_{At!$#ijwo@lN_|!%+U&)zq$kLO69Ql%6hCfyD(skbP`8 zKDikP9BH?gg;cr0;L9QI%UZwPp2~|GG^s6|^pdW;BRU%14wW|{Y|q*-R=Oc!T*ut4 zHl3Xpj=iMB*~2t4g!J46TOWVuJNGC<&n%v{w)GrXv>?s{V4d{9ke_VuNs)8AH(O`J z-w`*bDB~V^kxuf{tMGM9+$6;-l-sP`Gn@!N3}lULKjpmCkd^{m;u! zI|vAOi8{e=Q=od|HzC%sz=hQ{B&I!Hhq^pVTU0J-4hOY@r(GADFX4U^(UbT7< zORpjs@4Hbl-mhbp7#>Mg!m4+ybPIAqUOmnbq*^9!=ahdi2s&cUGloSMn=aFz9C+ic zq)u(ndv^0hg!e|5pXGfcJ0^jlOD|6@)gGL?@hk7mtAfoA({p&IQS!T=g4?U@__R_U z3aIpI@vEzCMP(|92}l?XH_vX*9P#@}MemO#;27Rytu3cNh(|n3k;*1DJm`(K>J$I~~V2;s%!sz|!^hlMn^rwmV+ZkTF zHSCZJcmU+JxqWVfe&&K@l5x4L{Ms866(tE)xh|+*(9E<{m&dI|yYV&Qc4GP6dpkdL zIBmCIr<|pLYnPex(Ty)PJfs#2r{82n8u@mGJ41@EPNy)%)(MOXNPLW*q+_?xq_O33 z2%sn#Iq>of2riuPUo%hfqXs*Hcb~CpOZg!TF>P3&-yU2#1w=0#R zoa}Ba%tYfu!J;0tvtJKht_STX*L#xrwg>Itr~sPairylqX@)}{+j`N^7X7yvNOiqv zXSNpdR}k&pu02u(z`!2dbw)ZKK7JcrtD1zW8Y6Jsb%JfMQ_O?0UJt4vCyF2r zPc99CL^|rQ3}E4FCfjD#dDu5&c>tT3aL*|LYA6GWP^w`Te`;RE02A6nm0QIO5Dc3N z5LnZOgwcTD&~z~S+9C%J*?{|Q1Ft8)7$7aZO-ydtLnZDA%4)<MtAv zOzL)$_l9SCa^0tqD^iWEMN5C0xtS%zn<>`Y|NinF?8|y7RYm#HcK))C3fKgDpp!d2 zE4$#9Gj#_u2zjm`*Zt9(ix-pNuO^aE*6eowGqIhlZ&lA%&MWJnpP>E0X1^*hiHG(t zF2)dE&N5KIVyqSLr{oM5g5H1mMW7kU{BEt z^N-$Uef)gCwE6_GZ+>K{_`>_N9#jBajRT8-7CexaWLrspYU~noZ+v>tVcJcbi-4ug zTD)5xgGGjKk~n#Iq}Tb?4qLq-!3vZDdFsaG{=;@7;`F_xTG-&UY{n>Wo82g(KYdcranh&AQea zldmJZ-(PhYjVj-54yom{(`EV+VUxTE97ov#xQ_AS^0|21eiO z(a(>8pv7Pvccbf?aIzaR0t--i-q&>+yFlNk_EA_RO(gRhnFJIS?7>3GP#>q%JEo~^ z==WwXHb9V!$L>e~ZTOyds@zCqDVuYidbRt(Nzd5dg~;yaLi|b!O(l?*0m2<1IFBst z0|UxGVjQVlTcXBM=%8&s9x%y5z5BVZd=^DlD6=Uu?=- z@l{RycB$1tdBBiltnf)9+PFZz98Y>LJv%l!c2di3_Q_tBsx)3t`+6j$agOH`R091gDH7CKqfV9N*+K^>o z_?4tmmQDee(ZQ<)Q0&=sqL7m{6>e?{VLF5m7lF;IKG8CeZ?spY_~*6RxKsXcbm?+1 z-m@VC=e(1ht3~BmJ6|v2Gi}zll^>U1xHAE}}Z5DxJDV>mFfuhW7BNW*dG*3zN z@y6qxbYm#pw4l;H3@yEc`mfc7LHC##rW}p1#!y;OfwD-EaRZfB5$zxNY)UXh_`h&> zd;p~VhsXaC&O`nSo%eqt2H`pXg}@;4-y#P8|6LRE|4cFdYpx0Q|9>G_`G0>+2)cm& zztW!n`)m5sfAp_hQ2&?f=@0)0CF^;j|A58*YZv){=bG4Va;_d74=Z=tlTHY%I0lcK Maw@Vp(gxoD1M<|fr2qf` diff --git a/modelling/data/cluster_summary.txt b/modelling/data/cluster_summary.txt index cc4897a..8af98f0 100644 --- a/modelling/data/cluster_summary.txt +++ b/modelling/data/cluster_summary.txt @@ -4,7 +4,7 @@ Species clusters Cluster 1 --------- -Single-species cluster containing Redwing, mainly representing core winter winter visitor with autumn arrival component. The defining pattern is a winter peak around January, a moderate autumn component, moderate summer suppression, and slow arrival fast departure response dynamics. Its defining traits include year wrapping winter presence, core winter winter peak, and moderate autumn component. Compared with the full species set, autumn to winter weight ratio is higher than the whole-set average and decay to growth ratio is higher than the whole-set average. +Single-species cluster containing Redwing, mainly representing winter visitor with autumn arrival component. The defining pattern is a winter peak around January, a moderate autumn component, moderate summer suppression, and slow arrival fast departure response dynamics. Its defining traits include year wrapping winter presence, core winter winter peak, and moderate autumn component. Compared with the full species set, autumn to winter weight ratio is higher than the whole-set average and decay to growth ratio is higher than the whole-set average. Species (1): Redwing @@ -24,7 +24,7 @@ Distinguishing numeric features: Cluster 2 --------- -Cluster of 13 species, mainly representing spring extended spring seasonal presence. The fitted active window runs roughly from March to October, with a mean peak around June, and and an average width of 6.6 months. It is characterised by very broad season and moderate active window. Common high-support traits include strong offseason suppression and early peak alignment. +Cluster of 13 species, mainly representing extended spring seasonal presence. The fitted active window runs roughly from March to October, with a mean peak around June, and and an average width of 6.6 months. It is characterised by very broad season and moderate active window. Common high-support traits include strong offseason suppression and early peak alignment. Species (13): Dandelion @@ -57,7 +57,7 @@ Distinguishing numeric features: Cluster 3 --------- -Single-species cluster containing Rosebay Willowherb, mainly representing autumn moderate autumn seasonal presence. The fitted active window runs roughly from June to September, with a mean peak around September, and and an average width of 3.1 months. It is characterised by moderate season and sharp active window. Its defining traits include autumn peak, moderate season, and sharp seasonal window. Compared with the full species set, season start month is higher than the whole-set average and peak month is higher than the whole-set average. +Single-species cluster containing Rosebay Willowherb, mainly representing moderate autumn seasonal presence. The fitted active window runs roughly from June to September, with a mean peak around September, and and an average width of 3.1 months. It is characterised by moderate season and sharp active window. Its defining traits include autumn peak, moderate season, and sharp seasonal window. Compared with the full species set, season start month is higher than the whole-set average and peak month is higher than the whole-set average. Species (1): Rosebay Willowherb @@ -78,7 +78,7 @@ Distinguishing numeric features: Cluster 4 --------- -Single-species cluster containing Snowdrop, mainly representing winter narrow winter seasonal presence. The fitted active window runs roughly from February to March, with a mean peak around February, and and an average width of 1.9 months. It is characterised by narrow season and moderate active window. Its defining traits include winter peak, narrow season, and moderate seasonal window. Compared with the full species set, season midpoint month is lower than the whole-set average and season end month is lower than the whole-set average. +Single-species cluster containing Snowdrop, mainly representing narrow winter seasonal presence. The fitted active window runs roughly from February to March, with a mean peak around February, and and an average width of 1.9 months. It is characterised by narrow season and moderate active window. Its defining traits include winter peak, narrow season, and moderate seasonal window. Compared with the full species set, season midpoint month is lower than the whole-set average and season end month is lower than the whole-set average. Species (1): Snowdrop @@ -99,7 +99,7 @@ Distinguishing numeric features: Cluster 5 --------- -Cluster of 5 species, mainly representing spring moderate spring seasonal presence. The fitted active window runs roughly from April to June, with a mean peak around May, and and an average width of 2.3 months. It is characterised by moderate season and sharp active window. Common high-support traits include spring peak, central peak alignment, and sharp seasonal window. Compared with the full species set, fit score is lower than the whole-set average and season end month is lower than the whole-set average. +Cluster of 5 species, mainly representing moderate spring seasonal presence. The fitted active window runs roughly from April to June, with a mean peak around May, and and an average width of 2.3 months. It is characterised by moderate season and sharp active window. Common high-support traits include spring peak, central peak alignment, and sharp seasonal window. Compared with the full species set, fit score is lower than the whole-set average and season end month is lower than the whole-set average. Species (5): Bluebell @@ -124,7 +124,7 @@ Distinguishing numeric features: Cluster 6 --------- -Single-species cluster containing Jay, mainly representing autumn resident with summer detectability collapse. Detectability peaks around October and and is lowest around August. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and decline biased response dynamics. Its defining traits include resident detectability pattern, weak baseline presence, and autumn detectability peak. Compared with the full species set, peak month is higher than the whole-set average and target amplitude is lower than the whole-set average. +Single-species cluster containing Jay, mainly representing resident with summer detectability collapse. Detectability peaks around October and and is lowest around August. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and decline biased response dynamics. Its defining traits include resident detectability pattern, weak baseline presence, and autumn detectability peak. Compared with the full species set, peak month is higher than the whole-set average and target amplitude is lower than the whole-set average. Species (1): Jay @@ -144,7 +144,7 @@ Distinguishing numeric features: Cluster 7 --------- -Cluster of 7 species, mainly representing winter resident with spring persistence and summer suppression. Detectability peaks around February and and is lowest around September. The shared pattern includes strong baseline presence, strong summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, meaningful year end component, and strong baseline presence. Compared with the full species set, year end to winter weight ratio is higher than the whole-set average and baseline to peak ratio is higher than the whole-set average. +Cluster of 7 species, mainly representing resident with spring persistence and summer suppression. Detectability peaks around February and and is lowest around September. The shared pattern includes strong baseline presence, strong summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, meaningful year end component, and strong baseline presence. Compared with the full species set, year end to winter weight ratio is higher than the whole-set average and baseline to peak ratio is higher than the whole-set average. Species (7): Mute Swan @@ -170,7 +170,7 @@ Distinguishing numeric features: Cluster 8 --------- -Cluster of 10 species, mainly representing spring resident with summer detectability collapse. Detectability peaks around April and and is lowest around September. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, moderate summer suppression, and rapid decline biased response dynamics. +Cluster of 10 species, mainly representing resident with summer detectability collapse. Detectability peaks around April and and is lowest around September. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, moderate summer suppression, and rapid decline biased response dynamics. Species (10): House Sparrow diff --git a/modelling/data/extracted_clusters.json b/modelling/data/extracted_clusters.json index 1f36912..204336e 100644 --- a/modelling/data/extracted_clusters.json +++ b/modelling/data/extracted_clusters.json @@ -1,7 +1,7 @@ { "schema_version": "seasonal-ecological-calendar-clusters/v1", "source_schema_version": "species-similarity-clusters/v2", - "source_created_utc": "2026-05-12T19:31:33.748438+00:00", + "source_created_utc": "2026-05-13T06:03:40.943790+00:00", "n_species": 39, "n_clusters": 8, "cluster_caveat": "Clusters should be interpreted as exploratory seasonal assemblages rather than fixed ecological categories.", @@ -9,7 +9,7 @@ { "cluster_id": 1, "calendar_label": "Redwing neighbourhood", - "description": "Single-species cluster containing Redwing, mainly representing core winter winter visitor with autumn arrival component. The defining pattern is a winter peak around January, a moderate autumn component, moderate summer suppression, and slow arrival fast departure response dynamics. Its defining traits include year wrapping winter presence, core winter winter peak, and moderate autumn component. Compared with the full species set, autumn to winter weight ratio is higher than the whole-set average and decay to growth ratio is higher than the whole-set average.", + "description": "Single-species cluster containing Redwing, mainly representing winter visitor with autumn arrival component. The defining pattern is a winter peak around January, a moderate autumn component, moderate summer suppression, and slow arrival fast departure response dynamics. Its defining traits include year wrapping winter presence, core winter winter peak, and moderate autumn component. Compared with the full species set, autumn to winter weight ratio is higher than the whole-set average and decay to growth ratio is higher than the whole-set average.", "n_species": 1, "species": [ "Redwing" @@ -18,7 +18,7 @@ { "cluster_id": 2, "calendar_label": "Extended Spring Seasonal Presence", - "description": "Cluster of 13 species, mainly representing spring extended spring seasonal presence. The fitted active window runs roughly from March to October, with a mean peak around June, and and an average width of 6.6 months. It is characterised by very broad season and moderate active window. Common high-support traits include strong offseason suppression and early peak alignment.", + "description": "Cluster of 13 species, mainly representing extended spring seasonal presence. The fitted active window runs roughly from March to October, with a mean peak around June, and and an average width of 6.6 months. It is characterised by very broad season and moderate active window. Common high-support traits include strong offseason suppression and early peak alignment.", "n_species": 13, "species": [ "Dandelion", @@ -39,7 +39,7 @@ { "cluster_id": 3, "calendar_label": "Rosebay Willowherb neighbourhood", - "description": "Single-species cluster containing Rosebay Willowherb, mainly representing autumn moderate autumn seasonal presence. The fitted active window runs roughly from June to September, with a mean peak around September, and and an average width of 3.1 months. It is characterised by moderate season and sharp active window. Its defining traits include autumn peak, moderate season, and sharp seasonal window. Compared with the full species set, season start month is higher than the whole-set average and peak month is higher than the whole-set average.", + "description": "Single-species cluster containing Rosebay Willowherb, mainly representing moderate autumn seasonal presence. The fitted active window runs roughly from June to September, with a mean peak around September, and and an average width of 3.1 months. It is characterised by moderate season and sharp active window. Its defining traits include autumn peak, moderate season, and sharp seasonal window. Compared with the full species set, season start month is higher than the whole-set average and peak month is higher than the whole-set average.", "n_species": 1, "species": [ "Rosebay Willowherb" @@ -48,7 +48,7 @@ { "cluster_id": 4, "calendar_label": "Snowdrop neighbourhood", - "description": "Single-species cluster containing Snowdrop, mainly representing winter narrow winter seasonal presence. The fitted active window runs roughly from February to March, with a mean peak around February, and and an average width of 1.9 months. It is characterised by narrow season and moderate active window. Its defining traits include winter peak, narrow season, and moderate seasonal window. Compared with the full species set, season midpoint month is lower than the whole-set average and season end month is lower than the whole-set average.", + "description": "Single-species cluster containing Snowdrop, mainly representing narrow winter seasonal presence. The fitted active window runs roughly from February to March, with a mean peak around February, and and an average width of 1.9 months. It is characterised by narrow season and moderate active window. Its defining traits include winter peak, narrow season, and moderate seasonal window. Compared with the full species set, season midpoint month is lower than the whole-set average and season end month is lower than the whole-set average.", "n_species": 1, "species": [ "Snowdrop" @@ -57,7 +57,7 @@ { "cluster_id": 5, "calendar_label": "Moderate Spring Seasonal Presence", - "description": "Cluster of 5 species, mainly representing spring moderate spring seasonal presence. The fitted active window runs roughly from April to June, with a mean peak around May, and and an average width of 2.3 months. It is characterised by moderate season and sharp active window. Common high-support traits include spring peak, central peak alignment, and sharp seasonal window. Compared with the full species set, fit score is lower than the whole-set average and season end month is lower than the whole-set average.", + "description": "Cluster of 5 species, mainly representing moderate spring seasonal presence. The fitted active window runs roughly from April to June, with a mean peak around May, and and an average width of 2.3 months. It is characterised by moderate season and sharp active window. Common high-support traits include spring peak, central peak alignment, and sharp seasonal window. Compared with the full species set, fit score is lower than the whole-set average and season end month is lower than the whole-set average.", "n_species": 5, "species": [ "Bluebell", @@ -70,7 +70,7 @@ { "cluster_id": 6, "calendar_label": "Jay neighbourhood", - "description": "Single-species cluster containing Jay, mainly representing autumn resident with summer detectability collapse. Detectability peaks around October and and is lowest around August. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and decline biased response dynamics. Its defining traits include resident detectability pattern, weak baseline presence, and autumn detectability peak. Compared with the full species set, peak month is higher than the whole-set average and target amplitude is lower than the whole-set average.", + "description": "Single-species cluster containing Jay, mainly representing resident with summer detectability collapse. Detectability peaks around October and and is lowest around August. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and decline biased response dynamics. Its defining traits include resident detectability pattern, weak baseline presence, and autumn detectability peak. Compared with the full species set, peak month is higher than the whole-set average and target amplitude is lower than the whole-set average.", "n_species": 1, "species": [ "Jay" @@ -79,7 +79,7 @@ { "cluster_id": 7, "calendar_label": "Resident With Spring Persistence And Summer Suppression", - "description": "Cluster of 7 species, mainly representing winter resident with spring persistence and summer suppression. Detectability peaks around February and and is lowest around September. The shared pattern includes strong baseline presence, strong summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, meaningful year end component, and strong baseline presence. Compared with the full species set, year end to winter weight ratio is higher than the whole-set average and baseline to peak ratio is higher than the whole-set average.", + "description": "Cluster of 7 species, mainly representing resident with spring persistence and summer suppression. Detectability peaks around February and and is lowest around September. The shared pattern includes strong baseline presence, strong summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, meaningful year end component, and strong baseline presence. Compared with the full species set, year end to winter weight ratio is higher than the whole-set average and baseline to peak ratio is higher than the whole-set average.", "n_species": 7, "species": [ "Mute Swan", @@ -94,7 +94,7 @@ { "cluster_id": 8, "calendar_label": "Resident With Summer Detectability Collapse", - "description": "Cluster of 10 species, mainly representing spring resident with summer detectability collapse. Detectability peaks around April and and is lowest around September. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, moderate summer suppression, and rapid decline biased response dynamics.", + "description": "Cluster of 10 species, mainly representing resident with summer detectability collapse. Detectability peaks around April and and is lowest around September. The shared pattern includes weak baseline presence, moderate summer suppression, weak autumn component, and rapid decline biased response dynamics. Common high-support traits include resident detectability pattern, moderate summer suppression, and rapid decline biased response dynamics.", "n_species": 10, "species": [ "House Sparrow", diff --git a/modelling/data/feature_matrix.json b/modelling/data/feature_matrix.json index 3077bdc..278bb9a 100644 --- a/modelling/data/feature_matrix.json +++ b/modelling/data/feature_matrix.json @@ -1,6 +1,6 @@ { "schema_version": "species-feature-table/v1", - "created_utc": "2026-05-12T19:31:33.002951+00:00", + "created_utc": "2026-05-13T06:03:40.064999+00:00", "description": "Whole-set seasonal ecology feature table compiled from per-species classification JSON files.", "n_species": 39, "source_files": [ diff --git a/modelling/data/species_similarity.json b/modelling/data/species_similarity.json index c2c30e2..e51358c 100644 --- a/modelling/data/species_similarity.json +++ b/modelling/data/species_similarity.json @@ -1,8 +1,8 @@ { "schema_version": "species-similarity/v1", - "created_utc": "2026-05-12T19:31:33.012198+00:00", + "created_utc": "2026-05-13T06:03:40.076291+00:00", "source_feature_schema_version": "species-feature-table/v1", - "source_feature_created_utc": "2026-05-12T19:31:33.002951+00:00", + "source_feature_created_utc": "2026-05-13T06:03:40.064999+00:00", "n_species": 39, "top_n": 5, "method": { diff --git a/modelling/data/species_similarity_heatmap.png b/modelling/data/species_similarity_heatmap.png index 3d7976884082b65e98c808d912e29d8e72f1987e..d6632c223e879e21964c678b4f99aaa22a89daf5 100644 GIT binary patch delta 85 zcmZ3x%5v>0%L$%x7CH(UB_##LR{Hw6i6sR&`6W4-NqYH3>G}twOV2f?x27|;rZcss pGq0%L$%xmO2UH2DJmm?d~Thkd^)0tY+ pnOoCYTGLru)7e_n*;~^&TGKgO)45vHxm(kDTGM&Art=*O0RTpW9$)|f diff --git a/modelling/src/seasonal/calendar/activity.py b/modelling/src/seasonal/calendar/activity.py index 20da98e..1fcd32d 100644 --- a/modelling/src/seasonal/calendar/activity.py +++ b/modelling/src/seasonal/calendar/activity.py @@ -83,14 +83,9 @@ def build_neighbourhood_monthly_activity( output_clusters.append( { "cluster_id": cluster_id, - "calendar_label": cluster.get( - "calendar_label", - f"Cluster {cluster_id}", - ), - "n_species": cluster.get( - "n_species", - len(cluster.get("species", [])), - ), + "calendar_label": cluster.get("calendar_label", f"Cluster {cluster_id}"), + "description": cluster.get("description", f"Cluster {cluster_id}"), + "n_species": cluster.get("n_species", len(cluster.get("species", []))), "species": cluster.get("species", []), "monthly_activity": monthly_activity, } diff --git a/modelling/src/seasonal/calendar/heatmap.py b/modelling/src/seasonal/calendar/heatmap.py index 44a9b62..5b655b8 100644 --- a/modelling/src/seasonal/calendar/heatmap.py +++ b/modelling/src/seasonal/calendar/heatmap.py @@ -6,6 +6,7 @@ import matplotlib.pyplot as plt import numpy as np +from seasonal.support.clustering import first_sentence MONTH_NAMES = ["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"] @@ -36,7 +37,6 @@ def plot_neighbourhood_calendar_heatmap( for cluster in clusters: cluster_id = cluster.get("cluster_id") - # labels.append(f"Cluster {cluster_id}") labels.append(cluster_id) month_values = [0.0] * 12 @@ -99,7 +99,8 @@ def plot_neighbourhood_calendar_heatmap( for cluster in clusters: cluster_id = cluster.get("cluster_id") - label = cluster.get("calendar_label", cluster_id) + # label = cluster.get("calendar_label", cluster_id) + label = first_sentence(cluster.get("description", str(cluster_id))) legend_lines.append(f"{cluster_id}: {label}") legend_text = "\n".join(legend_lines) diff --git a/modelling/src/seasonal/similarity/clustering.py b/modelling/src/seasonal/similarity/clustering.py index 4851d8a..7f5f509 100644 --- a/modelling/src/seasonal/similarity/clustering.py +++ b/modelling/src/seasonal/similarity/clustering.py @@ -420,7 +420,10 @@ def _cluster_opening_sentence( descriptors = [] if timing: - descriptors.append(_humanise_token(timing)) + # This results in a duplication of the season that looks odd + # descriptors.append(_humanise_token(timing)) + pass + if primary_class: descriptors.append(_humanise_token(primary_class)) elif model_family: diff --git a/modelling/src/seasonal/similarity/dendrogram.py b/modelling/src/seasonal/similarity/dendrogram.py index 9f7b11b..d5bd05b 100644 --- a/modelling/src/seasonal/similarity/dendrogram.py +++ b/modelling/src/seasonal/similarity/dendrogram.py @@ -1,6 +1,5 @@ from pathlib import Path from typing import Any, Dict -import re import numpy as np import matplotlib.pyplot as plt @@ -8,18 +7,7 @@ from matplotlib.patches import Patch from scipy.cluster.hierarchy import dendrogram - -def _first_sentence(text: str) -> str: - """ - Extract the first sentence, excluding trainling full-stop, from a cluster description - - :param text: Full text - :return: First sentence of the text - """ - if not text: - return "" - match = re.search(r"(?<=[.!?])\s+", text.strip()) - return text.strip() if not match else text[: match.start()].strip() +from seasonal.support.clustering import first_sentence def _get_cluster_colour( @@ -228,7 +216,7 @@ def link_colour_func(node_id: int) -> str: # Get the descriptions for all the clusters cluster_descriptions = { - c["cluster_id"]: _first_sentence(c.get("description", "")) + c["cluster_id"]: first_sentence(c.get("description", "")) for c in cluster_data.get("clusters", []) } diff --git a/modelling/src/seasonal/support/clustering.py b/modelling/src/seasonal/support/clustering.py index 489b18a..c70b16f 100644 --- a/modelling/src/seasonal/support/clustering.py +++ b/modelling/src/seasonal/support/clustering.py @@ -4,6 +4,7 @@ from typing import Any, Dict, List, Sequence, Tuple import numpy as np +import re from scipy.cluster.hierarchy import leaves_list, linkage from scipy.spatial.distance import squareform @@ -131,3 +132,17 @@ def serialise_linkage_matrix( "matrix": scipy_rows, "merges": merges, } + + +def first_sentence(text: str) -> str: + """ + Extract the first sentence, excluding trainling full-stop, from a cluster description + + :param text: Full text + :return: First sentence of the text + """ + if not text: + return "" + + match = re.search(r"(?<=[.!?])\s+", text.strip()) + return text.strip() if not match else text[: match.start()].strip().removesuffix(".")