From 182a0bb4af2fd0d4abcdcccae590336bc82b2600 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 11 Sep 2025 15:53:53 -0500 Subject: [PATCH 01/72] Fixing bug in image_procs for creating bad pixel mask --- Pipeline_flow_diagram.pdf | Bin 33027 -> 0 bytes Stack_examples.pdf | Bin 2973149 -> 0 bytes potpyri/stages/image_procs.py | 5 +++-- 3 files changed, 3 insertions(+), 2 deletions(-) delete mode 100644 Pipeline_flow_diagram.pdf delete mode 100644 Stack_examples.pdf diff --git a/Pipeline_flow_diagram.pdf b/Pipeline_flow_diagram.pdf deleted file mode 100644 index 08c60422fab209bd6632f4f40146d484b49cf550..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 33027 zcmbrm1z1&0*Z)tqh;(y6x;s?5ySuwPq+7bXySo*TMp_!Ak?w90`5)kY-bb$Yr}uUJ zZ@J{`v(Mh2Su^vUnKg@bHi?XY5Dfz@6C6qR#_7gh;aS#bcMlvBfF5A2X9oA~9e_^A z)WX5g4)|)J>tHBgsBdjx2%wWNv@&)u0dO!g(F3@+;Orgj40SExoIzXC)vfV*qkEUP z?T?6U;|={V3m?vt7MkYBRl``8De4d6R9e?Pb#3RdG)vK7Te6_^qto@Tf$1 zX>LUFTWfvGQp0k+mpQlB?61p@2U{bwm2K-C%XbxbtApZhiw#GCrrPtZdoS-64i1`G z{Spkh_xC10TV7d7mg06VVWGa<73{pA1{J^MKA7Y(4~rVafl2v==b}Djlr4dJ3Eo2V$98g`+=56x<`m^w^mjize4Ao z5|$iJD(BxHY<>JF=RM!Xf-zF5?J>Rd>%E(!n^2!U63K!xz1AC6!K?{gJkq3^_h-5X z?f5H}ffb2dSBu%|VSabI`%vADP7}JBj>rwXrFn2$f);94L{=FdDM6wBgVKF(AP~T# zR|7yAs=3=sh2foHwHDBh)!?0%Wm3}@uWsnW&EEooY}E?1iI%9h^Er^|oD4V-aFM#- z;^Gr7Uao%O=JLG%G5;~f#$KsYU4{hqXwjQ_<*P5f@_N4f(Ad)Xa5%S9QK1wAS+jOv zfp)gtx&}$?6b+MFJ+<0LZoY0ybOyM)s;>i#)V?&_ibSmG0&hDExc28SO<<2$=<;gq zBlWCJBt8!094vaO1h`ntxNw(|M{j4m1Sj6JR3i&5@Eaeg0{KM^9dX$5`P!?>MDAK^ z+VKmHs7WM?iHCA6xO|bvrjv?nrxot}dr2S5J@16jOV95rvrYC@&X@Zq)(eDQAs>2^ z`kDP+Inn6`XJhs9S#n3RC+>I#P7~Z5x~L(ZwTt2_NuXb1WhUwB2c}}mM0`AWmrJVl z9ua*cBk{h?d&y-Jf<2*GS2eHMj=9&P?VIj}Fg|W0p|%AaJ3oh$?0F}n%Y}FF5?Jh7 z=eMMxwONF>`b+n)u3j`N16@9(1-+xVge|PggAIDM4Y!=kLS=BnGyb38m6@sE>@-7s zu5tMoDIdVA0ok=%Ed`Ni%(Qmxi5O zG)UBRhV;Z?ZF2%?dYx{%C)9ht>LF5XvIRixbU1Jll9wEp#Vi`iObY6~PvV!eQ?-^4=`aB=!0np_?5I0y z5!V(DA)+VBIN>3dCtkkGBfJ1AJz0QRPuF}_t z4L#pKw!m(Fmczp&GV8p|?AX~4yVUTDKGK3_D4k|r$U?*kgeS~=;AnUOM1c`zblz#@ zAWce-V%eypK-zyF)C7I01-5c`V-TVide~CPc4fobr?=IO((1#4ie^xeF1kz zG{UT(Ipk_tIleqGIV=)#qG9u3vF|5pCb%MRFmlm%uT!RoP+}FyVl^mKHsP!C+L9eX zO{E-vvIze`{Skq1Wz`*;gDyUYgxpVjLs`rH`^&R>QsAg8Zy}_SOnVgzjbl4k{&UX;q_WY zQNIs*@ums%txf}T(7}&`(Y5RgjVgbEF$me2O(Z9{&7PERmaq8Q*FUd(@edU!GObk9 z9hTb0k1|3dLsx+zwgEJLnL=XWm+ExbSmu|;hwd)o)r}$nEd&Iw8*PwO@I&-nSO*)U zb#uVa-6Uryi-2Vv(EBHMqk0qdpI#Cj`RbbpW_Pg^=CGD3>x!C~>8b~$nOyH}Hiv9f zAC}d#4=}_lM@#245h7dUAwu@FfBh1y-7v6F+*m|KVDh8YRtY*rCPY%}#$;HLYe7R} z;pa-|WvF#)YugW>3ks+ltXFUYm1T&LjMCg?RE^G z&zlL=?BSL5?n3%W8W`Yxj`6MifGKj!^%UHrsd8gJC<(9lBbHcXKv_oZ_VaD|`|{4gq6ICBvO zQguvHSA9&&f4KW*{0Hq>`rR2U`wQxT+>|a6%ly<6H&xoIgwuV9ya?))X2GACENHQI zldpOu1pWJLQilc6B`IS9inB!KmfX+C_(Bq|QsJpp7%<9Xs2v8PwAcOB#;G*Y!~|b% z5I7Jb8oYhi%zF$`(Ty@OO7Nx@0ak#WAsT$pw5J9NMvNxniyu!=W)Nxk5#tNznP5ML z{yR0ZZZor0rx{S0VnseiS=IKh@}HH9;U{u>VXT~D2z8S9rs61J>UB3bAv^Wt{C7Db zV4>jG{aq~TYwn0q)Obm^{mF$vIdqN5PPw`kkPJ(cv*a&nCTeO73!@n2KT{&+Csc0v z(!FUxhC*6PAGYF2>i~6@%t5n*!Q5fs=<=P4mn(p-PF0ari3g2pL^?JR)v40=?3I+F zJzmI8oAXoRpxI3iJL5Z5CSS5Ot`H)RyO!feKB5%Sqfffk?;F_w*>ov=5g?|2LkjX$MxS>?67EgUC?B9e3b#PoiWx`r=8 zrMRIIjvktuxxDT8(OVWYMP$Atj#n4S#WK{PZLZ|7jn}(V7iX36?w@~_HCC4M@u=C5 zh2%Il_1!s)%MFtVvJrVX5)ss(QXykWl)L`i4$76?^vT6k9u{hkbCH=!HDJdRf{`3( zp-2l>{N>8rEPRRcW3XeVFTS`CtkW7<3ADW;niSM$BTWpj`js!8mlg(VM*qCgsod8O zMz|ELGg*eIF2JUB$2xwiJ>rTY8hQ7`fDFSdKMo9Qdu2u|zz^NN1lOKFuDm@-_~N60 zc%bM)zbssbn3=)^I#dU`s}*Tj=bOMPeR}q3q#k2lh%ovLa5fp~$pTZl_$qIrfEn}r z&w+7YdcwLw4i@`cAjFd@^lVG0I2b~BIo!$JWfsaPzmjsMps1UP=xIXQLQ&a7mUj6E)r4mQ3D}SpeYn4ePcqo~4Wt-@nI<`3wd7XvcirC!m4 ziZ9Cxr;s~V#)TaFevxs8iZKFZo)L-T)IQI1dWb8p-sfWXTL|lI&#k^`T@j>Q_{^2n(YE zA~1*}S05CKW7&V9C5*J5Bh#@w@^b&32-nY~Dg!db zMFqT(I2n!=Og_1&d3l;;MLD!SmvIz+F=U=JYee1N?^b0li|7;(VG#qQ1h286!pty~ z_&yZQn3Kw`+3+cL_&6Y+8?@n#VAJ*eD%(Gbqj*PZ@aMIOF>4S~X zt&f#j@9vWK`KN|Rg(Bk;4$QR8!vZ;QWIGv%1HHW`?>@DuROet6Y1gVHrw)`E5|qe~ zsNk|7c-w9!S!dmT0#5Agfl1#1m0*0QT~f#Pe7PKN;Lh3RV6i_Wo9M%IHWCSC!Ss$v zW^)HXCbrO{PP~H6-%>EdNrhY!U)HR?~u9z_jF9uu`Nb^x{payXlu!>@UZ7s?xhD zFfpI_Opa<`h82-;qpop~6cTj_V)+AnIPOptG2w&UeX1g_y8USKnO|(3^B}{`g=8h^ z=ECaXO1_ajM)XS;#UeZR>j+5E!S1UN8b+rC!CEb&iqfG!3RM(`;ZsESV(eDD93cA2 zuHZY8WOUIt=?}+}yeT%uXk5bxbp{7uPa`ZbGio*7R`s)0n2O8R11sr^JR?OMJaBL7 zNIIxm@kLL=);HZ6k6aUjoepV(5N=|l{{L5_nTJ}?9eyD4}w zw#o-|jooQ9xSq0V@<`5dQki0t)LF*Rp)=$XlNm9Avd>QyDa63xP$_VF7EOm9+bBOrX~u3T&cQ+Km>2bGyIYgkYRdJO15MF)6jlVhu8i*U zgSMEn9#|-cKE)1+g#8lm_ROO>GtA^ho(MTZAgXRE?%6NQ#>qe1!-zWCuuo6Mz+e(` zH7Kt68&)bt_m$1iT&h)<4Hoe;Y`JYeuE4QFbkDv&l4sPl$I zkq7IfG}eF=-T$xwS%4g`l~YG~DMs3~Ll_O!^^MB6<|nH8cUO!oLT7 z*sxDi@?+mx+ON#%cfGkOg=V~Q z`O5?xuOiI9lf;!4AoUA#^>d+Mvlm|c(QpjH?J%x7~Gd6FI@xY6n(VH;G*c1Mp zT)hpz6}!p>96!7hRsj`8Q4*U94dQ1u?%sEElT@`Hi`bYO4kxnOhHv>TXexFJ42rOz zJ$7-6ufEMF1>~1h?)uK}A(KdqBJY{Nux%UiL|eI;T|>#c3Z}&HABV^21+d#Q`EPR> zMCo>4p;8+gaYYw%7dwO5mMlgS`tznIsn{gJ4nWDd>qP97os#N*E1@7YGb(ZHT43N& zGs%F>i$R3cXEcD>R75gn_;hRk!jK*oY)GFBPDWG(ts4>>)5LE(0=V-tBK^HtkiIxJa(Wxar=Y(Q7=p@cyXj z`{^xx6qAcv`~7<5W+hp9GbjnA)JFA$1Ni!4jltWdF(^FbR1*ByKaz96I57nnORT;l z8Sq>BBbq~IV-LPdO21Ia4FRqV3qp5cqZ#P1#;@BH#@t0LJqvMj?17_``socaPK2ZqZ}oO`3q2s``vAM zQdKd$hqS+%%<`)UWB3Wx;jY)1F#@`imuXi%jWR`G7tl}jIT&2@Pb!HexWp(joR#yW zHDUpBZG~<|1W+BTYc;9cy*B zy-S1GXdQ+T&S`j`6euewevz&mlF@CGVicvvjj0SclGQ~q1gRG|5Q{1CS2+ZeH^}aR z9SU;vM;GurJpt8y@he;h1;ztR&b-lN%9$fMgpL;~3<}IFjEn>du}1FYO=dj23@V30 z%STi_nedSB24I|NISXDqePaw;C23F)`9{?AEwmljKk4W-D(J5q2OMlAE_>?UR%0dx z8~ntDt^^U0YDX9|>h{jF;Wm+-3L3)=6GsY@75sc{#kpyL#o5X4Z2KhT2KIU&bM@UyK#F zcVv(Aec6xTh}ktbd&4S3ef{YwbLV2$6#;}3Vf-XFVW!){DBT7x22e3r;2Tgihsp-$ zun?>myE{X5+yXMf=^_R**maGZ8L9|n!bL1J#n`!7ZdA5enYf2|NCfl3DNk}&L&@kW zweD&_)=bi3UGQD46;Sl{TcaVGJoR|Y|biN7`Jjc#QlZo*yw?6_`|*ob=CDT zJh;LFCij@xPE0gRSEgu^?F4x>!8mc)v|CtE9Z*NOjR77TE(aJJEEFlbT<%CG-KF?n zj1`r<{Jf}Moq@0#h;$nD^+{3+aC;i~uGO@fTQ%WZ;^VzN+$a57&!h_tj# zQRwqMqXs%iDK3Og4*$~56T)9{xE5|T4bs{RQMCzz=iO!JXJQUWe?{6sppZ_&Os7M$ zpjvDe2}_YOEaK3pYe`CVH#K}9+`#qf8;8!lbFK=bnX|PF=se$oLjOZv{z@pyZ|a5@aD_u ztJIjx7{9%`UEk>ZVH4o$+y)R-T&5EdMGf7AfToNk-_%j^>*D#6*Y0qA%<5Oc+xzBi zM4Ct3*Gve$${1cE05)iqzr$uEu13dXUXP8;#^|EcP-DfKjeK}CgajKR*ryWlF>k9azZ+fUfv2_ko>}a9c?U;<+<&- z`wP*}rGQ~w8M+Y?QKS$B`ie-x3hXFiH5qa{x}YW}<_`&@S$wu*wVjEhJ)Lg@nLl(@ z3$0vGoR{4dg=&SnGg;+|WNS*)D|{kC%IdPc>dv2+<@S;fxn-R6H@IXQz&f8F&R^}- z7v4o~%`yozptG8f;gtcS(|Sn4NL{?;3T7{ZhHdC2X2td2Q4&DVuwLdjt0n79<;TnHRO`T( z!=ni4rt=pWL-^^xNVY^5Xz#ONXk%v4RcbF{o?{mV!Tw@~cXd%mETiL^`li@I955g( zLGM0(mh}OfYQ#3pPtUz7EO{^b>|su&46^^^DV2y84Plg9HW3!SuE?uV02xSh<6FEZ zEMH`cMoEmpGUyJgNnJLGWK3_>elZnuI&|rsQI9PwNdG0Wtl=y{pp1%X+VZtOm)in9 z;#>4#*j%bNn014bkzNurwhk?)F&%kys6jK1gL@bwrWp8=Xv`OZ(LqddLOv45$t|gSWE2;ZVUaa4X=t@WGAwt?Hb{J%OR*CNmEX@E&E~mICpJyv z(EWvr#OE*yopXa}-&N%o5X3VXK+{9^DLAl7B88Uf_5$1KNwRLjPSvcz%F_asZ{VR99Z|)JPm)rcH|TV{n;Rk=)N(L>H*opMlyhuwcc<;RXh_3fZDES z3Q3>t99<;{bjY&ha-27z3M^)$cuuji{ezV{WJWgj2Xy63qdX{tj&XeD>dv^)uFg;1 zsFzRzexik=wbN@why}W&Vxmst8lRiq4t~NV3nz|^by_VaU?pg}DZT@6)J+`Q5PxX=zi#c3TGRT_(~SrqDrtc+7cr?K#Db(zdO0g&^KMM4xgOj@DikUWc59Y` z9KVQRhbuKBS4ziyjDRGpvl$E)@vVU2HFdB`zLd8`w%9PJe1GZ>`xjXu$pY4xCS;JR zX5z{!CCib?J zE%8mm(l(^>Y|nN1D%@`Y=Zo{G5`q4rV^g*s>Cvopa9>Y(aOGX5KD-OafpnF&E5lsh zb}Ggm7tUOzS~h$83zZ--J?pL~c zuee*>&boRp*$%YZ?yfCwBdxhTuTn3M+=mX1xZQ6Pw3oeZ55M-Z9dR#s^@d${26O82 zr^hjpNYKO9$4x1SjVjV~#zLN@%-ZY%@V`PCz1FG0E#X4qbx|QXgq}Ix{d$|}`DvLU zij%Z+92$)yZ<5-dYqPn_s%Rv)8bWOLoR8in<(d?Rkgi*uSQq8X*y%U+m;$q6MYCkz zN@-KK^Pu^`ximZb4Xatr7jDC-e?x%+<6WC)yhCZ1I zZH1}-mAmW`!A?%^?Lmo#+-*|mPxe-KD9*%COsD4bCD+&Q>tHgL8dGsYC_2ZXLlkE; z0Le`&9%ou{!mcH`{f-rCCEKeO)D_@bB6E9)YDcf!R0>XP^IeOD2Im+&0V!XH7ri`; zDQJa1B8kI;YE+c80#kuQQq5l;L*Fb&MfvV>m^gEzGT{h>#o;W3l|+kBQ&Tm-fm0-Th`8Gne^%WZ2M01IxoV- zZW@1>0+rbkk4C(}syLRj0LAX){7Wodx#uibi&B)$vdXKe+FiRziIu25*Szx-&!Db$xyJi@aua^v)pAoCHPvfqq!yX4)dlgYhCJ|pa4N5JvK^3O(iA#Xa zLGWH=1`abrxGKt$3*Kd9T=rb3^u25jspSy+F_s$D6%JxVv5~u@Fe6GXgU;TW*{~VW zm+3P42KASa(#*q@45$rgBFC%%fi6`D(AU^xuxX+~B;$1$9FWv&f{;XS%OV3&QBlL? zU4>G73OZd+B^=(8ue^?xC^yNJI1FRg@JXY9%xO;4(}1+Sq>K#OvVeeRAdl>$$58U| z=V5{q+=Uz&4bRHoj?dD#+&Y-n$=mCs0i;kc|Js2H+zD!o;$|YOk-<7hY5NsJr&dUp zak?TOo;pWW&eibhI9imPHSf0XQ$~wwZqClvEj@wHhJs)Ov2xCI6j?S+;oaXPlI}bF zxY!kn_1FnHN6g+SZK&-n%e?rGhZTS~mag-a4O-%Tt06T#!3i;vMy(Ml2C?X}Bq?u5 zi8+3|LeN^|ZoG+W?8~j9H%0SnKeMc*Ks)M2i5s?L7%V^R>@z#^?rwlo_8WN54Hr+R z@*sFo=|K>GzGJ{6y_Il-(!s#g8HMv|{v5>RY--JhI~(jvPe3+GS;*g_EtzDX=SYo8 zu~)6rUnUL%lT-DTFiAV4q-Q~e|9}OaP=}eP%%DWceopit(kfm?kBkee0KVjNo(_HV z%-IUB9G9?sZctsYrEHGBbfWz5bb6HpoqfRZBD08+h(q+$_BwMQV?UjpbCTKM3~-KPH%DFn0M5Gs-ox2+FB)sv%C;} z9gs(5(giO{y{jT0A%`Q^usTF$LeSvNw8NqOgTMD8U9w)_D;SrJCO<)!g>{a){Y9Mk zhVsEdDcLvaqXx?=PeTKLB6mR~Hn?NA?ZE-U@3n&Bnjhj}!IDcX`LPLYa5nV5gXMCZHe z@$mQ6FWjhYA(Ny^29!G*y{lr+*Z}VmH-N!3fLKPd6}ek6wRlk;Tfrhu4pq0%PHm@8 zE0`=TEth^tDP*W#Syn(_m=fp~o}wtR`b`3D%TDx}VD2bvR-JfRDImCmk5h?)DIQQo z04b#1-VJnp^RPZ3eZGVf;O7hqOG}c;lCaG;Or}%CU^;^9W@*_j6_hbPzn6fCALRIP z#L)LSMl=hSP~V7r<LwXhP0!c#yQ(Zo5XMj3A@B{-pJw1SlnVwz~4wzB(KP5ff`JY5A z89Qrzc|!+)I=5y1AJEB;#+$8Tjx0d1t?eMtPW0%m;y=mZR%O!W=rg!%qA^^1{} zf${&H9QJ!YSbD;H1^HR@z>yZVmQiFP0LeMFD=c9Atq2-~Y_O=e3|N3asgnSt5b7%m zB?E7WAY&77@*dbro2fs8WPeFcVz1d6Bv+P-3B1R;Da05f2Z3ItAYiuIi*DaHm^oP6yUEXI3?f%A9@#sCIJ^laFiGNQHa zN{h?FO{(Vpq(sv7Y;4tGtk29DVa+m2DI_boVG!9GNhIHmbKRj0TNFf7KsK((Cnm1b zBtYmGVhTd?PWPmsq7_Wyw1dHkwy!w`8y0P77 z^y8#f{zi|1Dy~a%CCFJ~<&Jv1eW2H>`2mo>l2~xL|c7`8d zp%v4;ia-V*y1#E>51MICOSR2*o9Syk&=$aPl{|QOtMs-2gWKn|C>oQY;6_1Vfw;iX z5CUT2h{4?z(*0UHhw0b;F6y+*c8rq`+lsQ=aj^cuCe0t-`KUzE8o>E`O|5ugvXVh# zd8V7AnmB5MczocH`6LS6XUz%1{~DawirW>;V^1B40j{t0vq^b$rF|r$>#waJ1n?Rm zRx1*`MDm-L2$2SMBstVrxy$|*9bm{&&<kr1UGv=9l3-f9-(X1f%Kq zBMW*IzzlT<>f!$?32Z|5#SBP;_iWW$To~cb!S4djXlc+G?ei;QpU}AwKXziQ;2eWc zf6(rXh2iOg0Ur}mfx$Tu;EPfr27N_n9!-=7RxFqjg_wua7%mcRyABQ&n5~? z7N{DwqNk)gttUo5m874fB!RKXYJ|k(bK{$@H&tDrLRQA@1k3s=HJqkfNheZAy(+O9 zd`5TwEiPhjJJu?$jprv!4Mr=L3W$#{zlAk>?{&RcAw6;aOu2-5I!)(Fa`M>I9mh~x;b|4Bsa_QF4qo|IU;r%R% zODYwMDjGnHAxBJ+T<4=8YDT0<%1PQn7~B8GK-dmbl}Aguf;bbPP4Y5^TPBX26jfRb zSCDU3ibJfC$A!m*KVR-ek=3M1Nm5g~nskeRhnNSQa4b{eS>jrMd2DI4dHi0Y8;Nw> zx5W2}+O(Nu+Js(WzY2bS0+a3F>5%uyty0PsTB+;g{2(frk`u2Nq?e)>tmn7N@9 zbBs^SM`Y<@o}H?3l6*pJzKML7@lSP0qlyPcvf4Ie2Sd7m+ouFZVE{xfj5swvp@(+{(Yu3gUE zSnL$+R%|S6MeIc89u}+=tCaqfjg&3s-Z~RC_<9Jn4YjR$E&BN6!yyGDlG;#??DC3( zLYgtIyv0(^a{Z!O72{l~+F=yU7+Q5U-j5m|<=^v3i_@vlX;;b~Wpl}9mS^U*3Ad?x z4YZE}=5#`NQ#*>XL$cd+GjwxT^k0`mmyS{9s^z}zVb^c44LRXjQzxwoP8W?44eytf zpP5`z&}kZ}8$mGNG$Ca!WohossajA~Efbo~;^=zU=br15dP4=z8LASRj=qSlO?^Nu zPqRl&ph}?%sbX2TTlJ%Bt~%{1(3D)NR?lIKw%6_vx1ErTEKe z;n3c=!q_eB5qPbj#7gC8<;ssSS9(WgM}=H(xPrODxlmf2T1!3Xu66Ig?wo!so_#ys z`tj{n8iF0740anX4?+k+37QL@5f&NJ5u&RDw4>RVfNorySYr|$jPEDE(}#DkEC`xt zKkPASshP`2_gy|II(s_5hoI3D6yWb}7K!W|?-LFUM;AwbFVrvmMQ}=3QqWB>QBXWl zg<7?CT_{W~3{b#{PJn~vM(ku)d^Nr(9=Nu@3b%Gh%cPM|yFX`Fzfn9mQW2%yp=wKs zk3)dBjC3E2(pkJAQE{%__%aA6 zF=Bb|Xx!@bE8u4b%b_`9`G@HWjrm5Y_nI9|D;KSMk(K~Uk=f%xp}}xNoMo$!rAgT= z*{W6@liH)r9==9C*_9TWVRb}{FBWJP2a86vl)e1*==ew_R{teI1o9B9ufW^oZs6S={WUv@*7(bTO4a=cuY_Anr*N3-S-QA zHgStfp=fZp%B~ z6X|%vcr@Ip_wMImm&qx$1IFSb(ZgtIsT`T_Jx}?1KAeOGV+6iYcHnBNTOUuasH#{R z^hvDLI%%{ko^QGRshC)5T*0CF)+61cX$wBSCxL({!i)$g*X}ruHsjtvsR? z(qrp~<}KaQWs}E7#C~|)2`ul4+WN^}y z87181cT?BjjEY;%_p`p~jMN4hM+SW2r@N28sg&-594Q{55~>s06)qPZ3A+hfbge%B zay%H8II;GjjpA3sRs2|KrswPrQ50PhL}7Zeh3Sz3$Mi&DdZI8tQJ9}7%uf{NCkpcuh53oX{6t}XvW5AP z0>}JBVR@pkJW*JlC@fDDmM03!6NTl8!tz96d9sD&kpjp1L}7iRus%^(pD3(P6xJsS z>l20biNg9sVSTcN?U4e<_C#TOqOd(t*q$hCPZYK%iYDN9H9TDZS2YNk8avuOZ1esj zB{~^nz*Aul@_Gh)DD_{!7@xr&Z2uQ9rf0B+7WgYngyBzBWPS#EXv4pP{@z|J&tMPz z`7dCs&tMO#_$%zsRb+bxdeGHhL4U6z`|q&FvHve%9M516vilb>;9U5d^dBdpe?xnw z{m1$2-_V|k|8ZLUH?(K!f1F+a4ei+wc$}pF4ei+&c%1A1N|X81zyz*2zjx<9>i_Su z1uk8`)BbS~{MoE$1K@Gl`fL6E!K`N^;Boc)EA5YF0Y~C*^?O`D{|frMS-{2ociKNr z{C_s1AnFc*{o-hfAlE+3i^lEdM5ct$K(9C{uT5Ot@TXuk6!d&X@55BndBe+@V|oo!K`PJ ze{|>n4egokA9n@+hW1SNkDH5sK?9D$-&FRvNBJx5j~xIUfWL$OQTKoE0N^P6o%WC7 z|Fc=obpN>B`fL6E!K`QEf84eGmG)<|p6UK^-}hJ0KbZAQ{Eyqmzta9})-&BdZb1JE z`UkU~>Hcva`&ZhZ&3Y#J$DQzBL4P+3H~@ds*5iiyue3jJh=7CdchbMqJaF*+PWwmA z|HZCnqJNAI{I!Pv&|c3({}^QWH?(KUe~eZ9mG+lfK2!Z;xZ|&+f2id%=|4tI{!06! zSb@Xuw{ColyZjaO4`w}+{$u#&ue3j!1ss0AoAoaPI>0gbJMCX8A2)`=R7>5F*pJPt-#omxT%5tLyQ#| z;Q)qsf4A=c28sA}9ds?Mje+~(NBmRBk4{q8&Ro>W$oety;o%K1Vhjui8vxyb^jX`{?F$5KNbM!R8-Y~wmhU}0AKz$=KOz~>M_@XPTo<^;V~yf0a)TwRQVxh z{q!O4!#_SM5km_nLkClRT`5DLRgXy;0*3bbcBVEC)^>1gPf<-eK`Y?Hc1*2+wUgA< zm$SCiwfgTFAyYeh2YwS>I{?s!rjyY9pEnG^y*r( zjr!EcQo5GF=Kez`Sm+u9Q*$1YT7Y-*0rPU;)M+??%O4FhI|G1$gPjc+_GM!OCftYu zHD{{NYh`R<2sDe1*IxhOPXrvmwGEgj^Yn&>5%{+OI(}Un5kpgB69-^Sn)yL_hL%de z>mG7wbRRnw7}uv$dAbC^^3Zh;mxut^AE-{okNpT>2JRSu0&sqM2W%P^xJL_t&t)eZlkGbwyGz1fPWFH%@EYZ2)~tQO_6Z^>Cv1-&mK&-E>74&E=hv0@UO#;HY%pzDpR8g!)24<$S*cL{aSa>lqu zKhc15Jp=W`cWQ5y=37}&W-5jz!N*JtoNh02>kqyegN?c3)rQfC5;7E54p{gO^`IW6 zPAN+1yr7m{p37kwL+RhX+*4Qgp)tt`6B&ato&#ad=VsZl0Oq|H!2ga$ z^oW-oB>B$Yrs{(YN!3?1DR}?N#jTosuk)3As&!6iz}8U>?iIjcMP?k&xs7TCnkY+Q&QCNnaP=qLgC%ti=;;{X!(VgR z(qK0*y>1Tn^iOw{c1MK?x}VQC4uFm<~L0* zLjj%rvas!vlz5}^k&$a;bC#f%;LNFYh`ayZ|DH!BB8C@-gg6YYZ=80{6NAY-43Kv35o&RzzGns2xVxcn{%ic_Qr~E3B`EU z5N4>BrF%lc8>)PxiB%^H6ntXB8~>#a#ycI5z=hL8nFQhVFpW|y(C^_>O6y^aZQ)+9V>DSnNzb|ydg((Ol2tH;f9 z#@%GwJI9qR<(J%dlca06ZF6+h1muk6(Gqx)$q4(F4xUiRR7j&>1vrz?*pM{dyIG-G z#yoW1R^F{(O^`omi}dq5(){xUV+Z4?_$zn`#R*}I>J(6;SK}LlPpq}Cr9~WEYMpP$ zMm$foeKuirZfVvPYZm(u+x_Cb(E}GDL|)Fnvi|&4#9~N3D=%0gl|AlYK-{YEZQ}j( zCaIULz5P)pD;ruHd-c8TWk5}X-&ZbY%emYaZgqxE--~>0jkk)La_?A~&3cc)ola-` z`!zQiov3a7zV6`;+FNd2>a?5VI^h#2hL8^@th_-sgM#mpb8r^{MR7u_}}UofAJfM(%4MUaL_B`=}sA&W;7A*hfuxnhXTxXG%9mAX5x-; zkQ8<&O2PjM4xi9FdKvFQcKF%n5=SrP5`((&-u}enS_dO`c9~U$4*d}PLQfdO$ze>W zd4MAOQ@f3rOs4N9Pa%)Ol@_EXbPLQ6qHWS`$tWi=Oexp~U*SvLsZrYVnJ*_UIH$i5 z@@_t%aanzcR9{(By8hGQVAuV=a~QQ@U_S9z43e73?3%t8f&TM`C~^p%kzGkRwD51h z<%UQz;3G1VQ{FJ)TQrp36;>#gev`UjQ*YJ!<|i4nFL5CozXs9<7Vbx;K8(aZhAED+-|;S)pEDeZt?cJf|WA$_C3BgXT@ z>^6iu!)-c#FRUMf|8q*z>vS5bmI9xOA~mMBhdDCb=gKcqSNf`hMx^cpY9^&HU| z#8{>$^Fy|Ii6CMNZp{`84Tuam z*od&S55R{Zv=2lj+pTt^t(Xg5tG#Mf@~`~gLj$9b))Ai@>Y$$`LBvSBzdn8V2sc2a zbsorE(NUwq2A?E1qhAoOjT|S1JhU)C=L>Z#G>J_=;hhZS^j*c51a+RI$_WV;n&>mg zCX}NRpbjhS|%?) zK#c5mOKoQ7JAu-5NA6p4G20TKRQS!j)4Jen_)~k6FQW~)mLudhfTi&+=|-HFKTZI> zjNS4p$c4~-&^fyu$2lsm*CGYr&FpLfZFJy%io0>6W*Bf`_YW?`lFb{z7u#8rZFvC} zUPlgZ?#bJ}qUBbr&|C@RyV0strgf)b!yS_7X2hu7zO2=uCuKtEN&HrM$`fa{`sR*t+ zjgO zkX%y|^L9j588$027Ik9V*pOP%ON%t$x zUc%;LMILTP__ZOhz%S_W@o=GoDg#@+zfI&VTX$a9;aJ_oZlGJso;TEc53yI*-ol#0 zrN~QLQpPf1rPU)ZU4FGq#f>->ijSF4EG}9|3sV}C4p7C55t8yUQPByizG%lY@Rm}gPBzDG)>LskmOiwe1;sRkcUzXdMKj)D~-Ho>?;or7&dZBu2b zXC3)&OU5WARMq6QddX1lDs}_E7SLHktQJ&a#qJ*AYg{`jbP~;GLc*>{;(%TdzYw+a zCJD#6{}o;S%K{`^Z?KQ9UFn-~G5F{ccJ~W+6c9!2_hiSl#7*B18E?3iy9vFHyoZ4P z2hCh^eUTmI_+p?b)xGYCXDw7EKo6o&-pr4}Ss*8RoIrQ`ZJ|xW_Z27tYRFbV* z?;^SkecWPZQJkAI6vMor3~183KT0O-#8WmBzHQdf3E+413kq&E()?JPDuK9PKY0)4RS*#A^y%{5Tcm@3@i5k zp@vXsQsIAMhW?H5xy1aSoBYo|a5#bx0TyQZlL12WHgNQ#W(;40K(kC3?60~ooDhb| zK_dS`F-YB_220pG^O&lbPoiba`Z302lcmn4+M$L|~EWMiV6uo#{LFE`>*!!OdZUmF7rZHrWF_2ik?eLw4aXX4a-ys&N` zxH!_cErU(!KN_n3IGc9!Xnx9(Vi0Q?I+#{A^LFOFG8j9l5wYEv(>i}vvmgR4_x|cO ze_qvHH|%(;$)a^0&j^w4^{M7UvA8E|Kl{|)_8%vrMIVuQESq-B}d z`?Kz^@VRe?j)vV&+78o7zt$e!l!&xl-7?6kYirC3_!=_jeb#)cgjfl$vOt_emL`Nq zk?IQ2?rz3;x}ey44jras`boaiy+Mg4TQirjEQRQ8`#ry(U&o#_wP?_KEw%4fe8$Pz zVeGW0-<)O?TlW@FGtKY5*lFK=|80TNaK;cKpngxm=gp(>6UA^jKDX#aHBhQ$r2<97 z*n{UObon!Uut%+fdq}8a+8acbf^Pz}Kf&N20cA-z2rP?(YnV3(*u0(^*Z(=Cs!ph? zCNHZ{mu+u-w({{B_K<4WEl2&n6yvsKfM$$cYA=MFqvpUlxf{2teIQ5!SVcbLEK;n?UCiT=YQ%ce^J?nucrZnMPCv+9ODzVYa{oIYI8u^FSvv zx@{0{a`1xhn2w9LHN*b17-_7aZ)=y1l~iyq`BRdU>}TxOuW;z+&jha_0f|Y98%%3) zSUBhpM-%}|0u&q0#J0JC*<%Wn!cx}LI*Miv&;hTFVvwl=#3R*vz#m0?{v9+Zl!cI9 zaLvW7$JMnCXG_uG9Gb-?tdm>oDQ}>3D74Q9k)Rd5yRGEBvbqX!Hvt)~LAXy|lw5~6 zXUs{srZ;-uOMichHQ#OXnogPyEnJ>2eM@|dz>)y>R zC*`)BK4ZsPckNNS-1l@1$K62v-5TKJ9IPT_Y3B@9--P->7uJsK6OgO~^kT`E}^ zm!{X|X@3-X&$`x0AiAw$&0%Ah9&Lp9z$$verwak=ezhx z;g%Gc_wQuO2OQ@!A6PJXn&z$Jk55Ya=bKNx4z`jD??=XOw*>Fb3rDnZW>fop;Yx_bO(bW> zrpu;bG;T#U11SiWvXkzr6Bpv~WBu^f1L7Zshs@B{Cbd1^>sD*hq0DV+2b*7yZ_X~L zlu&XX%Ubl%B5|D3 zPG3#gHC9;sb5hDRN@78$&4-cl4STlomEv-9Nj$X?uV*~e#--k4&(+A3!Z<7HI@5|| zo%>4yHb$S@xQ$dxO=2myW&_(#A*sYM*8Gy{*=zbdeXtbO!LHbAvbgJrH6M$K^wa@1 zPMz9TZi3n;^EQrzPt$8exAn{6&c1fiSPibMeqC99J$87Cf!nk%!N)j~n|+|YKT=xc z!%?-$l;5yUXr^h01XY!hwggAH8;Yxvl6nPFk)+(~)S#OLQ^uhmdsTkT+WsmeADGznIfU7yw_{vIjS8t_L%?@)Ea-XgL85!a;c2PgRv z4FDfb3Gjzb+(4W-_{%52zEtj{cW+)`m3;--e6qh+q9$oFaq)+5UO=t0=D;_E?%eNH z`oF2g(V8J0>!d#xa#K}-=At1%7D==&! z5lo5|I{MsynNW=n-;_4PUPZ^-0bcK1EK`o&iGsz#duR#aZ03mrDSB4o}K1Q zO*AsBjkL%fR&P>%@g7|f51KKEwH;rDLwo-)W7np{9P*6~2`dL)lh{u28xf(-gVas0 zVql(<+-s4@qC1wiKbEl}=u=;^D@%wrzG+$e#Js-Qa&xngrg{zGXmj%>omZa8Vta^o zI^IK`ul=|U-kaK%4RUEOhII`Q_Qr-!46xa_qtl(=g~A;2)lm^CHTw`k3(i(-q-=^L zT{@YBmP*=q~PhC*e)VhMW4MC@hqShz% zdfJVE;~x$+dJLj@c7}2tsnhA{(=d{%)c!~3SqIv#q&2Qv+oi8J=0AUWyWF>Veci8M zg2w7aSyN5^+H~Tox~;B!sz-4;%yD6%FFFWYG3V*moAozFvlv1ooXwnlI#)EKfK#aU zfrH)we-dca;~)6$aRl^7UjDb3xRQJmqGdnid~!We75T|EcdE)bwJg%YXUD0MN8nBi zm=qaq?!3mOV*hq(+Mf(hU9gknAvw>-7%09~;t%@H)b)e>(Cn<&AVL4WzS!UmC(GiN z`j@X?FRx9Qy}NNbzBk`+aL_Qnn&qNAFz4#+efB+VjWpry;m672nndHea)ZrRL?UwF zUob-E+-V)IX@6ZfPmGGaE4jSOlQQE5Qpv}O86V#2Jj|3_+jS7Oha+ z7i7XRZZJ=GsTp_jE`~QVg_Dcg&n|>K0EUrufn^Gv3j+Dfv(o2TH}ulcY^f2e0u465 zE#pUg_3T!1Cy00y9m=G;UN&V8+z0U&gM#T4`w2 zUC0{OTELo)t5t_uQ-w=EZbhG}pq+9_hh|BqPGBY4Jzv`~y!%b}_oA;sS;WDGvXl-hHRsle%9Ni=KL;XC+KKWuMmbTH?PMKJ{I#U*X z>K}Oink#g?W|lzS-;q%=!a;*;pLmE+g!q1~;@^EEmQpdp;AxUH?dueI2mrjWlV?zl}LwI{dP}bo2=-OV)^pBm$aN`K?PLB)lB}CHOEt@N+9(N?{%9>V9ZB@qEMiZ(6UVx64Olaum%dKTH=0XJ_5NFBW%|vjq1z=s z&jUBE70PBc$h1vTrL!(Xt@2ofGQjGw;&MN8bE%KqZJjURS=S^AL?(bBT~Z3pBi(0V z{JYE-Cd?~GUpxSQ*x`L??=95J9zceft?bi@m@>BSbO`X`4m<=f46eTUg&R|oiD&F0 zSts~_@^$}9CsF)(YJb&kmYyxQNg}48>AdWW8A`&DS7!+Zz=d@s#dOLe5OgtiDA2n{ z38i`b4k~HH=r-N0^sL0W;dJ-|mIav_kwn)u`&ng)51*Ug2R&`uqOeowCC*98FpFP2 z{k$UbIePpKXjy52~zRe_hHFYFwIX zUJJ~8k~daB{Z@}0EC_7Ej#D)#=~@RRzd-JjSX*9qrFW$WriV?kC_8pM{G))XslfeO zb%M2%mrf)L;rv)iK}wi^Bb8V&6AM#w$h)c6!B0*UNovU?zA*f1Q`}P5%W`qNlkg)& zFCf9E_o-1lc{jL2zCu>C^E|}6U=Z8bF+}_#SX}o$zgb0~8;d_1h8E6_v|JzpYk@^i!6M zoyRiv(v0vc>FR%bf;H9F!NmPSf6`Fw0AP7wlCl0QeZKiu0{PSYG!wM_=a(4ybgmT! ze@EWqgjHO@2<5n~*+GiJ#p06opQW|io9YXnh~o3$$dY!=%z0(`>Bx9G)J>^Io%Zk_ z;_~=SZVB}knM&W=a%2-Mn0|sA^6VpbqOyfh#2LA^xH^P_U4k}g+dRe|Lepk|;ec23 z!Y-(ug!kC`Nn^I@H@0eSUEldIEFwRfc3Tv_`SM50HbIIT z{gQ$BP-H~dsoZR}E#R?NV5g5z!MZ0f zuztv;ZT1BhLcb^P4iOd(p^tJl6<&)_VynRn-5JvF!jvi>CLl}<`-p60lwRgHdCprl zbl&uQ6Cc5cr0`2^PMsXpPRlf$ncO`Y8F`svA@hlDtluTNj?RWW z+?(R5W>Sh5ywZ!UOJUZCWs78OtSW)1XQ>xQ-?ZumWSOh)gz~8@gu`h6+4bl(^V2uEoYM!)K2Hf~cN6cNppWv%Th#E4Omw>~ z9r`A;`*IRp!gNWExO+Zmm$s;(4`ij`)`n$~hR-uX{p)e3>kWl*+zf)22M@)T4roAv za__;A8+%^2eWT9~e%eDn4yJDCgvUqj`_8yd9B?Z@iqdB5%8!HeA)`)~1;q)s`=Ow{h!F01 zItn6s*A|*#2Q0bu$?y@eUO3^M@>Zgo3RWCO>sA(_{T52iBLPVw@a?&3N280VxVnVg zz=4CPVRjG&(ON<@G0FK`8>xGqM=Msdl-Syne3>b0kLD6~X8$0nwX_%>EYa1Cg&pNS zl9lc__|Qwd7foQoKO0evzM-P@&5LP$23sR}tP&OUnv~0MgqTUtgEyS*Vf1HW&moRR zik7)Ocy9-d%EYcpb*+I&QCBEGzG=vEMO(P6@$UR^{uD)iQ7(a@W8lj-vx7^C!`xGO3n(Qj#YJLC95%9VmHLcFqG|*56|}Z2=~AR#RXDOb zn(S}Kh&OS19ln75lUM!#br8Dqaxoc0x%J7xtmok?JzQ?N%<8lk@;@@jg zVNE(-d+6ir_=*m$3+*(a%aMt`013&n=3mnadlqi+4m(V40BdKa8(W@XH4rJ zbhvc4w(!U;#EKRiarpYEjioIpCQ}Tz1izN^)CA1VqvrKszUOLN2|JCq&UE=HZ=0K$ zYPq+N{aO*HfHSijWvR`niB(mA^SFxY-ZlI9n(Tc$vgKKKFjR$8>CD7w8m6nOe#;u0 zj-x6iDbR8w9Uo-;R_r>T_DLrpHPa{#QpE=6=47pSRq6ZSyl^`G%`<~XGdGrmi1s7o zDbrWpYWUr8o|xrUG&n^4AcFJfzH9qB>)tt#ZBsiM`x$CtC*#t0^4=esiF2nLScPxZ z@s-8*DYaPdxeN!q>CK{!$LO0J#16|^J7UfjyuMLJeencw+7B_J8;0!`ai3XG92^5S z#fjU4_q*Fj$jlhIBWm~Q5F(C|+yp%I*+U(WlQa?@EV()ZJTM?mX%jHLa?j-t5!r{DJ@BG;>FMLu6o8-tI)pNL#YPF-JV zVQ9Y|kNuT18bWGjPQftEpC@2_XZ9|EwTjb_z#XxIGv^)YqkzMc7g&eDH9CN0W#_Gx zeIkau2WaBL1~JacnL7A>g2fk$Gvp^$lbj?imYyT)g1VS6{yL~+|HUfK04qQ_@YV8q zA`$0m%QzvyafNajv$6LzVx5L18#%!3>>4+BuJz>7iff=5D)WacCE7b|Skme`sAnV3 z!Umc`{H^eHtgx}VkOk?7y0Uw$^rw!ARf@GQ4Q|}W(JAp%T~{UHceKgiOx$l;RkkH`7?kgJFz@=7 zA+kfx$q;Y%CqJjvV-m^58tc!IlVY$DGlVph|8Ib0IQc>VQyZ)dDq zM_5%WIcj(pX+lLyV4(6QjwOi)JN-JsqdAN+iA3c;q%JIcM`)uz{jxdU322-ZJ(8&Z zMYNT4`x$+I(UxnDm*Fn|HxwU_zPD*c*0cx3(N`wliEy%GfgvgZbFrF62)1a_YFO4L z!DOhx3vJ@htGLlDF6(RArAZ>4(Y-Z0V%--U_kpMyr5BOgjyu^aDJR*Hc+IcICIOuc zC)xh5kK#%qP9%vLc7D3#@Ra`1s%rf)`TE(%bB5|i0yjQP34k1Vkww{$={<4%wD_|` zmv;GvdSu@)E$hUHN^Dp_*mSYu9v4r9`$-2>6Er^8RW2EQlzg4?F)d}xBdNTvxhme) zT0h;6I#IC4C;4PHHOUoZEhkf>jolZ*D+=xxX5Z?@#N4~4W|Db|FS@^X%=Y~7wRpF@ z`oQj;!7NmXc-dHHmL@4DaV5^cJ1ieYHrDBaE_*_-M&sW75sQYsn=uLX z`^!vrgDKL7CRx!DeBuNh0=9LnaCdM$os0ZxeP?cxz1`iI{laa6iYAB+`rapSDu8$%o0P}zqJqjX++gCS?w zHg)&gZa0QGslJ$C^PgbD_dcqe>D3)TR0w^))ff8{m3L0NI$OFxGp8_HG(*%oTe*k3 zdRM*9gO~G0K=T2=1UH22 z%v&fRbYRam*5(Z@^Um8tf#w@6v+CzuJlP_G0+uAUpB&uw6qD~1WD#Br&2KKNO`WLH zofvV{^v|2_8&_z|b1He*D>jHW3=3W&r) z<`i-bohrk~!qvd^^De{UFU}u+zWM$=gYGOWPja~1X<4{DvT<}kdj$!=1caFMx$d~x*qJj4fn`xJeQqXIHxn0EFDA5m=bu)f zp03=4g3{=nlhL9NCN6o4#}1CJ7U)|4gwWO8#aM50-4zi63&Fr}jNv8>21eH-NR1poJo2@ZpyjR7o~{(+$t3~1#B=Edaj4-8{UicV_y z4MTsxJf;5~L%}hI48LIzAz_Si_je2_gfTYw4HFVVVg!o6VGtw)bvX` zH}%0Ws+vo2h^zevMPf{#F2$j)j1dHi!l-b5j}r!CER`-{5R9w9B}@o%r43;r)Ri$3 z{+m7!7QWi2!Z3{C)ulFISH>42499pjU5Z0sbo`ev^d!29p{|UtFzRZb!oXL@2!_eg zxYPy=odI$M6Tgc^5+;nXa=CS|vIq#qK~{k--~8{^N1 zmZbfe*!HJv^Uq5#I?GM&E?UGW28SV_2s2@nnK=q#2@{4|S_qk0LQq2H!sZB53v-j( gg#UZUUrA(-T+!FxKd*#Ph!7Y_$j&aKe2?(I07=bCMgRZ+ diff --git a/Stack_examples.pdf b/Stack_examples.pdf deleted file mode 100644 index ad0a9ea8177d49b55ad5df58adb786fcaaa195b4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2973149 zcmeFZ1ydZ|+69^r0t6BW7TkjC;BG-fAP|DPy9~j7AO!ai+=2&pm%-iL9R_!YnYr_x z?>pc7o?G`1+^SR6HNC5Qx_9rVcRzdWwN^Ln7bzK54mK`y+U}i;ox_65-{alA=vI9pP3a`16bii)B;IXjve*`d2X z&r6aAk~Lxn-a?rhu2_~gQ*8~|F~pG2Lbek9Y+K~mY-u{waF)2>Vg}d8OkXc*E&Me7 zmidjVmC`+bX0GVmE_nD#Ts&PoJzPvcXP`?f!f@i{{o>0*I=Hoqe`Yzo7W2?afyU_L z<>rdV+TjswL$ooK?*x*$GExkw2e_Xn8Z1{6jNOjaZq9v?bgC@pxZi${#k0HVC~p%* z1sL2I=>rr*!=cyp;PjP5P-jhWQ{DU!ESY#y+i`>qQZ*Y>?3MDM?R~zIezG!h?Bf7{ zRkyeR3`9WfbfdP`TJrlmN46IU0mWzXN#0poCc-pY_H9{llf+-c2n0FG*}YPjO0?xq z7;7YA3ougANRa*B2)(hJ9L_iV@Vd1Tr)v@2)^T+f2Nz3XXl{g*d!D74-`gru=d)1i zWSxtRgHml750zqBhFHC8gg)@Fdf&fPmKr;}!Kfru2{3g)l~N@( z1%8THYz|sI&4N=>w2_2wf4I8KH=5bKHy*=5a~J-ABTo%GXxK6~Y$OkN;XUgJ{;c)6 zTTc!rMr7`*yl!`2*2RoheZ0ik%*ksZ6VZF+P}{El&01R{ZCacjb#$-mnYleh`vA~h z;aQ5*sQQNkVw+!)+e6RIbaZU!O)yU9zDJ7t*cDc)*!`$ToD&zU{7Mt$sfhb^@xX^( z$%5r0Ct2}Lx}#n*@Dk#vuR@!&BSIS=%6f#Xym=>9>-)+t+@-MOqtsDOm~{+|fl7um zXZN(Ksk&ZewdA)thP^^fKvGIb>nkdg+)wcxStgnaA^_>+Y|Ps4DJs(`8H~^VJTvBX zgM}O&>0*CtQLuypFt>8Sbybpr=%zNv2ZQ^E+mrer4ip4(nlV`a{=ec zkQqYqN{{zcVChpUnrIC3R27-mS!TcOb$w*-C`J6fLnzg~Znax$vse>@WL{)5ACLXm zrHeeSe)hBD49!_YY1{lg;}_|H4GXuL5TB0owH2tNlNBm%tL$36lGcY8?%~>EfU>J?4qko^gc;xl->m0Sw zzN>pHLw{0c%~11gj&aY#ZCTh2?TmlA-p=V|Ri5knVlMW@a2IL|o#C>nuszO6(?dFK zkBWBEcOm^vp&dR>x#D5Nf%3GEPFMrAExYYBEnry(I%35f$~sN=H_x(T;_hTC{Kv~v z3XIa{4>W0goS9>HzW2-g0GOahj*9kqlQ3{hPDSFyaj7`S9XY=pi{;(=)|@Ph#KV*l z!9s_`lug!S;6mI^wQJlT`bAKR@94D*b(F$FP(0d)Xg1uh$|1@Y*>8~Ys2loWNcoXpIrMk-kwh~Q}YtVQ+X5d2jt!eyyhwE331qdC8iQYx9 zFCw7sCCchzWc3-<)Mq3N&NwRxa@h*gCb^QsGIK%P9cNMQrMGEy3H?_e?{`YhL8eWr zhNI*^_nohXm3KeMgMRIUeBB;becUf@FM$+dPgeonAcu@6llxT>Ca#pGw+_~(_C`S# zC=mj;{v2Jn%)_;$ZP6}6LC;0+M&6o(!jkAWB+nvlxoMLfJ&tHtm;v;-m_Z7cG{QLo z*sBknpFTZXM5VZ|NPB&|&(F>Ov2AjU-p`8aD)Kz-xu-#A%mlAepV>Um#ERa-0p6Y=X6!%v0A#R2pt|*E&hXH;AFFVO)d+UMX`UUT zGm5cU6;#952d}zD%Zx;>3k7--dMmn>nMgW`N3(zNFk%d5xrAyq3Vg{=166$go;%AD zX%$(GhiX`zOg!A$M^_D_8h)lKB&o20t3y_vO#izqNx`idjN;fZP52sIJ=39*6A+21 z!}5K2lW|mmAY5tcUo}3KlsA!hnxSYiG^?1gs}SC(Y{4vkp(tMu)_`;kIFMP^GH*mY zGz5B8UKF3|YUwh*u_s4LpdYh`Upzol6USB6DMcqR2=S^L@Au zHrwr(84lnyAyAF(3tKOI6K`CwqhYUrB*GJy9W($%3lP~g>O0?0&5!ZZ(&SPDWPZYAU!$z|#={$|Pfxqs^}e$ohMsmW#znLEGG`Ka!`)8)^V zH2VGZR#(FvjQSS2gU{TqacM&VXPbD_b0_Kam3~W$&-KHEbjK3>dEo5$1G<^L>Hne- zMCmW=!toCbqw3*+04-mPEdKTDXlCzB$%)wgl@jpP%n9h?Xkz9>$^AbYB!TwMi2Y8K ze_)Ead7gpQvyDkSy@;*Qws1R z%5sRPIXVFU!ibd4jxJ{C|7_X6TJ%5vK{N>P#S9T}2WJ-}TS|b+XCo&YL|Fgl0wt`R zoe+B^fp!i+`@ilI|G%LoIu{Q&F9-MkHyr&Z0zFDcO~O-Ktizy@r42_8rV(JI4Eb(K zScM~9g*@O9BsUV{^plbSM;%YWPXLmp=Q6|7yxU?k3vGj+_%@GCUm=?Zeb|1?tk&(T zS8S!9*5hfto|c0@g3;eoBK>#yZv_4uf&WI}zY+Lv1pXU=|3=`y5%~XQ1ROSBrMb*% z<#}g)&HDsl3h_e=@r!;YhS5e5`t`{&?aqL$RvcOCAB&@s-<-D6hrhNtD)>=EF2g4o zf)NM(y`;G#O@ak{4-<3HLd0YIu1-VY8|oPUJjaEU_=Cnz8DuF+4dh(V<&{pc!asvY zpW$}}EL(lrVL_lwsMjW_VFn5N?el*x{=(RXW+d=OVPIXG84w2ME#@mZQM+6Q8(X~N zYPKB7Hcwk!zhV$CU8-?K(3#t;U#mmXtzBKYs#HSA63WyBr&!)-bB7e|NRjc{FYudS z49&5w?Jn~!@D+Z7GO?NXAH0P9U@lt8<;B;^!{iUfA1m4eGS&Z9oD#fForCn=PesSA zY^J^2IgAIW72}PkWKIbeB}^R#XCm9U&Y-B}kY2cIW=Xu{M1l9pdlaaO1$JW0F&yEa zr*KR0?1ChK3mE z8VrY?notPW!Q-LPpgVU(?Nl}Yz9iU&8-=>2TE}x?yB@1k-^;Rix#F9ahQ4&i-g+^R zS48~Jbnubk^7~^s%mj+ltnLEEbYfgwr`=?WO_e&^1(eUk+!RYKo9kitf@){zF}qn# zsILhf`pDe4?U(u8Nnbt0^WQvXvCj@Q=kAt^5ujUkvhw(izFh}qjzpnE)Wt(T2*qAMz>tnz!Wt*paNM?>V9a+jYcxXNj zm>PkFHFnpvwZd5Tr?-jN^=?-KD1-mAxa+Sl-Q{QnoF|3ABBKe9sjY7;;m3=$HnH!e zpY$iejZN5&@BXiwKgYg1d>aEBxzaa1g0t5A8Bc45@TYI`@ru+A81zSjp?7?h+54PIM&-)pMt+dK|`P~*}q3mToudl|qtuQPog2PP*PXA5-g%^JzZj?W0L6RTce zp*(3s`t(d`JPoiu-QQ*ou>iJ!CyUH=!TnB>BDgUsc^(5tDm2Z$K_ zz8nNSOm|!LI4CR_c3Ow|&mOTgHziGcv*{Cq-I>6{AEAj`N1O6tmz4K51EuL{X$lDy zu=KaFttQkmvf%8IMYe5^0-4Ns*vN5f4EP^iyWQXi;(=G^Gd}MMPbciCAYTH2o-V4W z6SW?aNk+N1I#&qH)jp~UUf7+z31HQ@kKZ}z6OuUtk?AH(myj*t>6r z(%ZLQ&yoqbvS`=roo#fvt+>poY3S9upKpG9?A5Z-Lj*G0S!nB{5gn!6kE9iKf}-c)5DTrrQoL zx#bp*YMZ41EYYNtltHRR9zwV9{#EhrkWls7WYWxIk5DQ&*JS!Hm`j@3f234hM4qf} zG*BRJ-OiVnS>X)hs2`0KXr$9jnz51TTOnInIEowsHZKoQL`)8SYL@%GU?H4P4TomJ z-!Fwm=e-?z+_%Uif9RuX@&SSlUEzODO#lMHwBFFEIbT0>_~9dHhy9VG33{^xgx~dv zW%%4^1@TdPmDW6-g5ev%6sxUXZpOx&6-He#O-uDagEnu02e*|b7oB?h9f#|KnM<7A z8Exzg0mW+O0@c+zo2AJ-`K3{75*KOwL=94IukkQ^W;(^R2D>HRPYt)LUf7+%m}C-W zD%jtfW}4Jtx}T9g&z2j2zist0m$x|X4kzQuyV4wfe~A%dRiM#-86^7)7zU}8FR#r^dBQfn7HVHfnY&Z6Z&Dz;K9*AJZuj&`kk)oc)94TNF`fv z;ukwTo}rJoc|^_n^YL9R9!||Cr*jK_M!m02y?rh61KGdwO*!LWd#-^fbPEnI$HYJz zc?4yRyD1>}NLTws6dBxyHzjLEdGd6fe6I!Y3Dw-rsaq@bX|!cAK9IhB`|hNeWf zvC8FemO$Tq;}@ffv5Cpn)|PBExd;gMlqDIgh!_WYBZ$0ij*>Y|J`D}9>U7sya<@&S zH3-B>W+}sez;%cM6|-?hcB}LqO2$ zIfYZSuZbP?Vozr;YzXQX7sEa@N~?rNHCrvG0x71N6q0A-FQriQ03PlG3mO?K#$Fie zV=yQf3=sy}iy)5bS_8q!kW9CUe4ozyGQCb3`PRJSJld|1bgZtLZVu7fK8Io@rC1IjcjH?0cN)mz-ZxsnlcTfSYwQY%(3bsbv7 zFVJ9#)6DPx_1;dV=EKc}hR1$h;?2=QwSKE7A(^1_pRal7I@p!!mmZMxIV;TqM1I=v zsHSG(>0;5Nx3wy$b~3t({w4hRfv+Ab>Ph)!FXn^Dw@;wZ{NOU`aW3QH14?=n^K>4wFqCn zTd6dWZTd04MEj^KE0P-hkQl`davAn^4t_o4e3NN-mv{TED5}+JJ}}s<%2Ca?_k8Ts z=TX1xQ-3@cm*i)LMxLCY75?E*hJ#GKd~3+Jz^2PlA+F<@*2j}(t+xHCapO^1c1^ALV3Dvyl7Ca;<7Q zFndoJz9e@}`aREjg~#P?!bgP)Xy`CzA4{*W*n7nnR3=dnd44|5|;Oe@l~6TFsT*cHSUh2 zCeFnB-tQz{z1ffq#x|j=w_TVl)&O9})(pQNW}36BU+EQc@<)0(KBw?Xx5_lMRlx0J zSwLmyr zOBm|2m!YSt(S8!;m6+^1Yrc=i-HL4;?8O;cAd@sO?V_PxbsssgjSJ7p>~w@bDvD#6 z^2ksEYuCDfg(5STroqE@9*IHod50T$E?`Nt=jm!n>GiqU;(l4MtJdoKLg`^c2A=o_ z=Bfil!bHQUFsc4&xBuWhZ9S3Q^Wzon9j6TV?CyN)KEQ6V#%iN8aH5*WdYZEJ zOO}N9=q8XNm2LB6rTNmN(h&4 z{y#M052ktkVBz8B0u0pJH*jVUy;^BtRcuH>uAnz;7_G|ARI&5TZotGORBDQAz$NLzO;7Dc(_xv@O%jJm zgR5Ioq5s<G0JY!tZ_7 zg$R}0i@*FHOH@+3LYg8NrXbi#8xwgeB^iQo%pn}+?Of8ldE+^F;zH4z zu_OCjd7x;h^4C{?k8Nj(bcXT;oCRa6=v*`4t353Z0CS0q-fNht6hRJUwj#$-vWoLo z+s&d4Or`(LYMelPVNxy3*ckNAc005-Mzrvcih$U#EL2_@Mq9DB;yPmZvA`g)@yhn~ z{kk2iIKcn{Py>Z+U-pq(~wQ+1s-4(6@Q;fiA+hdu5xwe1WUl7L@ zuhIaXLbLs=n6DVqSY~q51fQd2_K7v0NF7tH*%?G4{zGPKIyDpQF(h9vd<%1$$1}VB zN#K&^4$8(2;yOt)LLPVacI-%odb)}=E(s)YT=pvznd?5Ma3zd8I}67mFwk8-owBr} zmU%hFHwcM}z-qLyR($R1^Kc}VNwy{W$-bb-$u-U7*tV_JL(zI{x-SL?^mts4rVpEJ z)a(_OjF3%{JLxw{aQ-VK1DN7%+7-K8PF_Tp3c@{QPlh#QbA5{@tWJ;C^g!#B|@*b5n`0*Vz4h^_{IEf-__PvvD5U^?+^ z1W9V@gt-@q6nCN$7GS3Z0rHy3*LG+eBGq{88z3kt-DkGsF2aSQ@oCH^Q!1%pESOP+ z=AIWF8d$qb zm9GZ`q$O_;A&ol2=;-N}FlD<Y<;E|r6oEiQ`LvRf==Y#1`508*9bImD*Fp)5%*D9I*XuWs06{H@U1w< zF-qa7TU!@-Ao;uMyY#8m^3BR*;3={WziU#qp-U~v=^HWNM|wjmq5SLgK?Ew&Sq?h) zJg41nqMH+~oHh7vP?o*>mWNJwzmn(WahOZvm$rFTJKSP{nquk+qEVs%M}?W6J$ck5 z>Bo!fxy9FjEpZdeS8M3Q$%-5sK6k|g2RDXBesD#AdoOI{UkwkR-b2IoYNZix%? zqm#f=uQn>*PUE+*9hWIDq2q%ee=M?0%D!u}-{~}*uaam`Xtf@-SGCTa(#DngiIuQ9y?tG+tN!?n>l2--AfMRqa{(|K2Cd;u`1XTPJ_Y4W^ZLV#vY zFwTvvXSVU8M~NE2Cyi%f#K{sW+5em=4oLfns;^$!estn}NQ|w#5$yk2nykN$n6!;_ z&_vufkgxtRDsxR(mDGU-%~^qxdD&8)$HAm5s`nDqenDO)IQ;>A=56xi;z>H&yAd$f zJT*(yGq>;WT4c3O)Yn}s|B@hrqYGk8^;2AUyjtz{!iB5}!-psWa1HH}D$O`5_XS~0 zk^@|fsshlf}O*XN|u9nm>mC9@Rrm<<>&%Qa%>~!}3VHl9$V=!Lmt>GewmtQ*D z4!Q+@PJIf;+bO~AgdstBaa*Cm3rpNMF1*KeXXXtNcRWaXH?9MsIq4z}>(6@2^qTij zSQ8GGK)mav&0b^r~LS3&VrntbtTJ1oPx2DgFJWmLm+szF*D9H9jjPXD?qP+ zRYV**Cat@Bas17nk_VN8ffttJ&2KS9D>| zU^bxkcED;X-^{a>!P05nZb5+k<0MY?PXTBAjdpYaHVjq{<>A>(wh16R{>0$+$Z}?e zlTh#jAN|Ys$m5@O?;j4!m(b-&f4a-8aVa>bHEpVL5$jG+K5`bUajfj)<&HG3<&OB% z=DeE8i)P`;l+obk%-NsKUm!Rf)xIqg5`On$!t_`RzU?`;JEfj>bJVxNY8)Fj3rVf~ z3PMj0g_*|;MHb!^JRW=84p$SWhaI`t0l<>#bt6kVDz9-)!>Bc;7r%r%GL;lLTw`eH zyhF^CUGBdaS`$bQ^P%3BKBIUf?Fft`pZS(q`PKYR=K5|*(Z(aL^z*Qx6GP&8b0+w( zslGUms|~twO94Btr&wrlUmJSVhd!x6cKOCzwgnGVjn&)hj91G;jMJ8-7xH~{MSn!$D`JTGbPA^u_lQhkH^1n&{z!4k3YLOZDaQ!-L`%rmssBY-lyTS%7sdH_c^sC?wT| zl{N#kBmj`IlB+^BxFXj(!eX5VJCsMJ!Hx9bXzNpAL ze*}T*$*prUFJCE(_mj|BgbAl-X&jf<9W5nv6Z$5Y?I z=q?Aj?1X{5QP_tCjHCR=gx7s}N@|L8I2S;=m z*LlBA4?EQUp+LwisPr=8MOfF@zu1^!hAEeLk=y#AQm0RmLTFF&wt?^S7_t!9(Qu~ak zqM{1^=DHq8vUEze(-eA<3dOWHP}O4rl+P9&FEX4u#3_(nAkW3Vut&ZW5giDvPkuZ|OC_yEz8Ftk=6i<>U2Tk=%fc zn=z(nPah>obC_Rg&01`Bhvvvc8b5Ir8*&`Mzhkf&zG5L6jfH0F=#O%K{84+06br(L zV)JjTX;J;Hg8fbG^%_-qpmLhw#o(b6FBzG2>ZQp@Zzy-Bpn}GpW#O z@dWVvmNl2moSGfV5HX~YPe9|dv^=LYab4;#lWb#6s@!TMD~r)3!fV^hlCFcPWlc+H z2>VE@FZkoSX{4#morJlXH>h9db{6&+?VXv;?5B9FCdo?Ok zI6>lJH4E$8k8q%E*${v4>%I%-SbV#@@PCLqPgcl#Z5x3Oa2OOuTs;A%w}JzEJH~Ri z=k6?a_1-DG!jk6w)}iyTMS+rt^S&aF^IUcfm$gApfZ<=|pq+!G!;s0&1tF)Kd!-CM z%9%Me0Jy4UL0~_T!pE{EGnYj3MAae_>Vu&ByTUeyap4F;J9_aa1FDP}9C`@`JvudA z_vU!>>pre)gSaZ>*)VU9bUb(B<1OfhP0uYv11kw|RMv@Jj(i_u(V5GU#oE2#vza|2 z>_OzDLhSQYQjVY5dQrEPSHNCbX~w^2WDZqte@Dk3dwOU^T08JQ+|s1ONnHG0`-@B9 zb^>F-Ix*-?93zrUnc%+XoY-lVwyi~`0!fV8d$JU2d-4y;5IvvO4L-~%JGbe|ZVgel zyxJ_tnrBK!`+CWs82Ns`Yws2B>SDw7=_JB5;cod$(!lHXI_Mfcr{FRlMrctB#7R`+gu}BIfQs2to$8E?)a!LPGsaS>2(S#2rGNj_ z`)8LlXaakIB!m!cW8HTPq~Cv8E|q_)9r|}XD3L(K&*^xp;(!y`(#cjsU&UaCT;Dwk zOdWFME!b%6rXI$USAP=^S>Mfkn2?qhgWdM+?#nn^q;Nb+1znGVEkwDj_tnk4sCm6c z2I2X0zze=-&8xefS^}Bv&SfF5M!SH-qk~;Ukjlx_`yMQVZLM*#xx*@mn1)(KarxoB z8O|+pW?rgI+GpjrzY`Pea@zx2Hz)85$_3JoGnVx5$-|DobAOR(ywYYaVGEm<7R>b4 zEZiE_Bpjf#0aSm~7nNSdsrnPs2GqQ6G4WLhO+cN7eaV&U&Z9d7JL0=Jr>Nxb1z4)q zD=mB2()(2SHLFwa%cvFOX>Q5iBj%~=y7Q5%&yK?ygHdYhbYHHrlTvaE?fZ{C$?xk6&5#evwZk+qZ5aEsWy+}_QzRA zfJT|Fg2HPi{!4?Tq4&fIur={Lij@w5*Pn#}96xQUAn~I{b>2>KFc+-Q*Z)>NsSDqx?mhD>lKG0V8zh+?g{l;I2oJ0^x zlxsp14O}Z9SNj1WOq?q5d0m+5g90`(;ZGL5)dF$@2y(l}7a?k}1hgQ;$PhfZgq+77 zpL1k+ResnjWbRs`tIMWpWfY-yMSjk#o||`MZf?T^zc&6HfjX&*-vnPPQnDCn>n}_m z)@6%D?0nTnbg1HX-GKa>#MW!u~H8 zx5J+!EeykV4!#uL$n>KRD-+0{vg3vc4Cz$D@h-*%12iEEnf5mbA*QrFQU6nYCC22^ zq?U@H30vI8NGjjhU;M-UACT5(=HgG#wdYkA157KdFPCj~xNs>S^;Z+)oo@C^c!xQs zozX!znPX}6WK}G55eZp*F%xxcA{1{DdIir8p39tNTkwgsE|hh$CaBq)2^0@qXUOgg zJtg-)b>#K4D6{APFcY~_1>qJ=VA@3{k`T58M!Q1TpB7I?G=1Iw);Z+)2C0~-oi`d zm3R2K{#rMUDg}yp@`<8@yI`O9ReWzbMr*{b!1~KcK#zTGT4?INWVX~l`d;BH({hj& z+8lRlT)u*a-SxKFy0Iy=8$rDc<*UuI4b^C!p`OIWJ5r-8fUX<|lqW`_6Is+Um_w9qX8_QFtDy`M_QsfpgVj9bmVfREjDM%I=iAbx(?HVFCG`(L@uDd_A*~GxY;*<$1amF z<$DZBX!rxE1S(TrMc=nT8gcK9&U84(FHt;J7w(l8^Cl5A7~X%-U@FK}b70+rI=dzJ zMk$EsEuznIVS&7Of; zk4y8!K+MA4$o-^q_Z`w5c_U41Lv5R{K&b|6#P5Z929-!g+tR!QnQLWn>!@+PeZ=OJC~U z9?2{hVL`3;x;?q+>LSapottI@3%6uqPkB`X-jz1pZS)|V0Won=+9%Vod{OHj)5g{1 z-1HV6&-Tt()3gbTym7L;L>_e!`Zje}R#wNnuQ~G8@RNb4H7h~^g+5%f{OWr$xB`S5 zoCkYceHp*B_8arK5B-_cfyxXh0bEI&fLitwT#VBV1OXp&6$SqIbIMVqqd z_WSzaJ@7S4A~2ZTv%gWAsDxukKiioUi(EKqC6SQDj!Yqm5~j;TFP)ni*V0^`|;y6n@^6dM;!EKT=$}tyItK!!soVgpZ9GBESoG8 zqmsM(#n1BE&VSh)#(^amR&xPws4Evv79tJ%GC%At)Swc_t7}v-CBdGyWtGgg(hLeT z4N^P~7la|+@y4@UGaR-79uErNeNP%8U)pln3*l{#Cnlq(2ql#0$$QlU;)3u@825xt zNc;c$|{x`J-u#RuOT$ zUV$Q+XWCFAK*_}QcyZ?)WMD6|>sQ1BfxtNY0d|7#+5bi|sV${z@?z+?F*?)f4ST?6 zm*~7Rh?s|Hk$5i-^>R`SN&Kq0MQWPrRd=w`aFfmKucZRgS|z95bgrBtacm2?vJ?>U|9>?acn4O0p=nhuO#`k2I*eBf^)ulSaDmE z#!iLpq|SflTlsPE65F749v;H#HwE<@cM@cliqP|HCPgr&*o*$-VE3_9yh@YFT825) z0(X7Smm|@=p{>|O|3Eni6V8PUWe&{D$^eYgv3fV%+k&3~(Vc5^EUoo#Q}iUPBzlqd z8EZwESz=mtK+cu;J%J8gy4OtOiD%(X$1V9)Vi3$Y=^Q}@KhTp^KdaSw5!Nz9uC+Uc zV^;mK3jE?%)C#Hn>}6NEm_n-$lRWN}ql}LjY-5WyA>Re8*y3WWD%~hJjP^siJ^Ryo z>TvCx{?L&lUE^F)&zF@i4BH;B3tN|&xof{f_lTS{!`uGo!X)jJBiT?iAR_6JTzqq< zTej--T&TNv8hSc2N8XuH$3;V>Mk;e z6_T^A)DIL18HXE5eaTAFk{bm$P&M-T7<1wrv7RVR1>hrm_huvZ|K)WNmw^s7=*E%T zryZZA2EhkP&HN2)0>by9!o9rSkC*k5K+?faV9R0ww=p9vCgvFX@ddXL^F;tbRPWVX zr><%}7bd#>WA&22(E3@`&`?v5(Rh3swEZYi%q#g~VKOmeRyT4#k8Re?^B||d7NXlt z=|%Io$pxoalVWJ@S=sm4W0-uqjLSngS*pHbe(hw|z}uIZ4{}_|dxMn7GIUaAR}_M@ zheboyDaUQe6wl)Xn}&UxW)_&3)^QwP^qltpfR-ir@az@kEX+ zLinC~RvQ+wc8_i1xHzDziT|B~^t%IL+T^JvQ_`!Rh7DUdVXOBM6?ENhe{Bm|QRw~m zWBS&AOA66}$eb({7Kfbn@QFKI(yYgdG=rX34@HBC7}`qGq75E;Pysjf{u!1{_SiiM z{lc61ODQSP_GVe4tBhcoN%)Y05pyQ1y%s(bR-kEoph!xoX`7=a0c)j!3fCZk86QHz zw(Z8nog}&1Wl7QcK8!{2h%iTE6 zE)rK@X2;m@AO*K&jGaS*%+YcPnu}y?L0+M}@J9jvn2ASAEuymsCD53SC-<0e zdLm3@11pR8pKr><@F5Xh16m{LLKFfjwmF5yc1zDp2Ck=oVk50y_RYmhR6l^;$Gs+u zOk*C&AnUi@RJsGG zQ$T3cDEIb(elE3Ny8jWQ&)jS057NRCv6;nCghf$Yj8`xgh0o~ z>vM`KBtoAnUB;YlR5H@5m9e$^F_?=j-)V+Rr6zVbBYaNR=}l{U34FQ6N~Ni%>ybk3 zye0Q)lBZ!-kL^V&(Mt*Va=ZENO~yDS^l{DuZwBX|cT^X<{|{(j^vtA=GRFSv)OcmG*HFNSYz3!M)Mt1kq?C3KW5?MV_M z#q36J?F|M^SpiIl-fBS9eq?PS%q2t=+u5zJ-ehhJV6Lfl;zNP90Kw3koM_QOnWb*G zVU(k*gTiuvQTiqc5hz@E;S4bFll>iLXd zlK4kO#r$Y~aM>+DE$aFVcHT!3Vr&j`4Dp5`ObLyv(PA({z2OoIMJ>o_EVZmX!X$TC z)*PigeiR_n@@-4T^%-RA8I_TAXVNrB9KmNrMLF{Z{_s|%RNhF|xQCl#uZ=*0s#ao9 z03;LSi^4KVvu6d}jh?MIF}syRgVd ztzowLE+RJ_ChBM^@md>$M{Zzm0&ELddFu`F&yk%xujvJI_SSlF1%GFGrmP-fPsGf} z;*3kA0ME>%D2LOWg=w$@b0Udo3egL6h7{{dSX+*~`2&fi<6vi9SO}+*NYyWwqWv-` zJD$Gxx%9h&D%LQ~Z1km@gB?z-`sDU7HRRXox1I=>(U}D&U<2XM@IaUWHOKA|mJ;&; z8(!YO{5inJop)uim3XV|>ZUzZ$yz*G_6g`XOv}NlU1zyaMT?%qI`3ef$N7*r6hE{Q zHinpovFbLQ6&7TCqC(i!cKH00j2TNoa9Ei=?u2st`4;;GvAD- z2k)LHiyZ>1>nIkYUidp3SN(|U#72s_S^|Q}Rz8@VfZ@J2I4IKCDs+{RA9{K#lFV}q zj^2{sn*{TlEKz09WZR=5Y=hb8$e4_;?eb(gJGxNI8#cm3_>Mbv@mjrtqkl-hwMM&_ z6l~u7scET9r9vzHE)ex&d6N-7jO|Oq0Z}E+vBC+ zO7ppto8m=2y@{H`l(MC=1(bI(qE2B;H5Oy!w#J<^8V0RS5Jh8790QjbH9~KF$|M={ zN|s-o9GuB`#zIp3)S0Y?xCr;%4+R;tsrZOiTWA&0q4}^D7bF{hV`t&mUOipaWinR| zVVXUfF2ofXl9Q9mFUcB2MK`Slz2rjX8Qrr%qQ#xBc!i40-`Jn}D-Ev?{`2SCqvczK zRWEDDiq&Uo5==jb)vV3@&vd}(kHFLZR!qHD7*$9<{vU#U#rl3np;i{I*l zZ>x9`1L=Jy&xs#2C@aM$^J%(?wT>hj#I?;5S}YI-V&{9_iazW zksdd#rh9ClwCBi4PbPW#T*PL+KElNh5{~~5-E0y&WD*?VE`>??M!_+gF$U)kifJKk z^#?gz^n^~v%MWh9Dfg75T$3N#{c#uux2?B!BD**TrF4HkYi-}AUH2ntWQb%T%%zlz zp`zR5r}^?Sn2k~`t%;)$N7aYQ1M&5jUq(W5ggAm7XgyMtfNvjfk$1>h>Gi)Ihkf_| zXkhUtHpeZZ7u8}^JK{s7CHEw-VJGNBrzsPMKk!h{=2}Y#^W?WaGcIjlM7AvchU74n z=ioH0%Z5p<3UO!}?aNd`>49H5O{)rl6ZiAZR_=+kVy*r*s6WG5ru%uc+vyxOkaN0Q zsm=CR^Sa7OMRyN4gfNfW40XIoO$ux9{sJ&)OT*Oal75F%$!Zvo0-3c(CWw0OdP1Oq z8iz1-%jm&+4gvWli9&&Ofk_M9sz#sQagx;Azt+Xp1pA0&&p&{a8!UCUX*lYxZ&J{E z>AoRm>dS6I;k!FAvCq1Zof#bYUCfGVb3cBHl}HTkBY&;WpMZo0yx=K= zUxn`H$fvHh`|%Mpqh*FEDJ}g1CDgjI?;Y5KR z<>xB-a_V^A)px0ev3;dAt1IaJ$XTv_(KDXg5S`u^CSSR){Aq-3+kdb#{?V3VTWJvf zIIB%gGx{@Rk#zQv*)+$EUnW>6q?RuVK0c>rie|2*54(7^zH{>paTTNaA@ScyCcO^j{Z58pNO4ZdnT(9OJq?L}> zVPymqZ889=r)@r+`H1V0n09Bmxe~3oPQ4h|4BYK+2L$46s$AskE5PCEZ|t`(^Fu?F z6+XVA7apMu^lNMP_p|;TZoO{yLMZZxTf|vJ-AP zIy(;5DYMzfS+cWq+phclgDSkIrjLlm@#8@MyD0!^_KL!y;TN(F>v|RUpBSx@XrD&D zh*tnxT(_iC0SDEEO3P*ZPp=4ouMXEP!iRLch|8=)ghr9WX!Fqzq^n}>@r`2Ua&gs? zoF(|Eu=Yu%-ec!PqoL_czS^~Q{b)-@^Rl+~K4oO64$$m*JF{nSs7B)jQA;NyfLPtOuBwtVr1di+`098&4`XS|_=;=gx3vf85tyC$&E7;i~ljvHS|zuy~QsmWYb zKzx?x)@`}u+e)w7p->TkONPj3h;dQLHB4IBk-~!)ZSOPr>mTeWSg#K7W98e$$8b_V zpfkQ`X2eF>YCkWW|e2q?MKDMLxs+&qD1q{vW#DDZH|^YXa>gD|WJCJL%ZA zt?t<9*zVZ2ZFOwhww;bUNyo-n`@cDRf6qD3xS99woMYBoqpF7F`hKc#G zA+k47;QC-weno2hr1N=!qUJE12d~j!7|2&Z;s{$3neA*kWI@ivd>fojJW2dOA{w%* zZ|vhe264L z>sKaUo(EHP-5>V_s*^(dh8rY9j#9n$`#?MlQPKwE8rX}3itq^h#1dBsGz^asJtrRy`Ru}e{{P;|)Wzg$D`lPT~l=NR*Pf(c4Z>*x|X7dxap zl*?Wc8*<8}4~)`2kp6-*VQ>?xgJu=rX%NuX%)pq4i_?yB^$YUX5XCTwmdzJdFF#SC zmYb{=-PvWA{GSa2-sSh0E21+AkRi@&4VY}VHkw!IZS5w)2MG$U2;lDF4y+qMYEmGC zu*`PdnDGXAi$%^XpQ|2SSC{imfye1Hy;>zUPbv+9_sgB|LH%oOxDJ&Mvlhr6(e3?; zNw39bwH&29MVA#UA;H^{2K0HrKVA*4TmF(Ml<$Vb&J#`aHQjrbjj&(KLB6WJmP=H_u2~0B$(t95ddTtsYvDBF z*)aLUjFW*9xKb5nn4&mHva&SO|N!0;A;N6v|eC5VjNl+YWnl?wo(`CF4D@ixqwWhznx@A`wDX=ow7ORO7GsN=1Qu-n15g2m6 z5CsasfkD4nfGAO>HYuvPM()sWmZ^dMm4&3Nm4`+47S5{cR7k(D8%^V^JPwPKYXscc zc@{5uq51~PUww=QVynzB?=8WXhgzQ%m67E6ZLTf$zLG{bj@FZ~Wl}{zCrE}Fushc2 zfTJbI_8x&dFa?&VB!Q7I{zT7)k+uf^*aTh@goSOz{kWs)swVj9X3pF*)J8jV(a~;a zApM2FrX`kFD(^7`+hc>GEm9PfEn#4WHBxO!>zmbJ0&3ZM+n5ucoW<__Z6}i6@04hq z_N%>NuhoEjr#2cF?j5jgG|Ur@Cy}@m=cr=@S83AJ83w~)z@Ytx%_T=N;#l6xV_`& z{n>{|k*{J(u3MApzvw062%)5pD!qoEr_aS(R`z>A{oz*V@`m~Faj=+$WV7%kxbC-% zSo#cErjBC0lrCb5d)5UIiuEX&59AUF8bYyIJs)1`g*f~icf@3C<-uv4_ysa3kYxy# zVmWc2P|?uyDakO)n14?#NW!{|_EH%u0rD$^iwn-a8c zLe9ftKcU>(rzpZAXDVjWM#DY4|4Ck~a5h@sN#$I#+G*pD88$3BPbrR4s#q#}qptbvfOmS1plShn=YaS>sMi zb8TOr3oO?TT0k>vgwT@LG@QOIh6~reC-@h|6T3g=$^?#?KZsM_gQY$t-XqSG{`Jo6 znvkFr`%b9Q{_)ivu}xV=5I2~g2}1i7>Ss@kDm<9!dsrl;ZzWZO8&_i=NJzcV7^Y#->ct71FN-uPPZGti1RE7n2?M!;_h+pwsR%d^ z5L6&h&1~^gWDsYZoL4#wCcs(tqmaRf;ObVzh*;u8jo4tCv`If&HKWyNnov%Ntn169 zTd!bJLaq_#rl(Xg+GM)K>{j~?%d|>;;inN9h4>AB1AaAVQLl+nzrY9wq5O^$>cTW< zqOThc${;ck@qz=fC>HKN;{r7-5A>d}z4!Ud!6~kZ~L)dJ{qX+%9 z1{`^t*gtIjrN1?PEl6GkSf?kAGM%2Dn$%cz+Atj;F^?lshkl3~Yrz6d$5X5IehKBP zrrtmAhul!inodT1&!&=?fqT>{4*v#Z;3X9g*H^%zRwCw-djZbyZqUwkhz;psWHy@5 zm&oIh+dp1z#rFn6BmWSmOPMj!Vs7X(o6MafF85DW`1lFJIukP;>oou3V*U^7r0|i| zx1Uq&VLhGEES+w{!RL?q&O(C5KzqUd)F*94rJu>&N;3Ivw8x}hP?4x9_nR_TC~akQ zJceXcok|3t~^=14`N(QY*U#caDZ9aP7KD>AuoTX~h`&M@aPz=K&a^FJ%$XEb@yxRADIa z%{4MUqRa9rrR5p49n*XC&Q%i?hT85UmOt*$B4sL9>jQ48`g9Zg#Uw8K0BxZ*kZ2t;y5c|LF2QMZ$Z#ZU@Gk5)To1*Q zX)x=;-`MuTiHBgyZ+BZDaV6l}h6aVBap9h{iL-@Z$vfyas@Ipj#NDI#$p)xu(&hAe zRykSNW(cv3Sj!@18_uXPi5s)h8j74?osVvmgT-!e|KSx^rqQ4~&dF5WxF@g>im0`b z>L7qn3+{78tD{R2G|}^OQm~(>OB&dEy1xu$Ox);Q4-o;M-_ySZ3sNjHykKEOEgsJD zc!i((Q!r_!DKa3q=Lqn(RxtAS+)1vat5NB!B-twy`ZjRG2J_ijlgswfdU+Uz7?Szp zuuKV=QzA8xV!mL7N6%I_)vDEEp6- zeAyF%d#tK89B;5UXyi@4>#H-3ylFKXTA zVY}JLY$__V|034hLlU3h(985ZOtKa4oRuH!VJ9iWRc>XIm#r4bo+E}NSw-lwoX}vD zGU%*1XL>Q*bY#J7iw&sg&oB!uLXrDasg(YzGHTQ}JUE}wCkqvd0S8BVXLnMNk44{3 zoyEnIkp>vyE z?6jKSpd?8j2R-;Ss=5oS5XBUfTyVHfb_A)HQ7Cu17H9A9G>zrM{YA` z3f9&$s^}*$O2a#hgU{@B+V>#bIJ!BAn}(d{$Z;J%2B%pd{EZT|yRHVPpQVaC>LLef zaC@B0<~yg&Ye!(_Byt_!9bAzf(}8VS=hPGm0!qbXU5D&$l$G6ViTekm1Dx3?b&!-zP9q(enejR5mV6HK zhO|kEBB*y=D0Hd>zGPpQ8y zgVOY>3d{s9qeg?l&^iXt)TViLOwkMG3B4ml+cnStXUx<;s@zJo(DJ~3I)QtW1+Gq8 z8kP+&(;%9v`7dmdeS}|ZTYO}Hd6?*>%lxmRVOiXTAsy}}$4?<&E%9Ol*sb>~ryeW6XEu7tBd$-w6>pR;i-w!A0>6a|mV%4UG88zVuGOyaRFk z#vCXT02Hqf7$9PfM`6FGQ(0FmH!r;hRF@Gdn8%yo#B7%V&1tk7HIzfp$p|&Y(*;y{ zf=g#Iw%va0*s^xi(KGfp+sLeMOCtyqr7%r0`pZ%#;q$uC-C$l=2WHjLWPKgAvJzXk zu!6{0I|%!#agolTh3RU$y1@Coa%bI82(xo_8cDkErm;%xC2dFv*`R{?M+90uw7XS2 zyp5uhEB18k;Q+{0=+|TJ!&cxU@ox(qNc~F%=}-MWA;Jj{0lz`jVwbjA>*DxFlcoVh z7(fMfQoKKfzh@v4vI<0>|AK1B45i5>Zk~&FiS}QNQlt(iv-n-+B$=qCwP9`)O z2?3Q*^utoVCxDiSnkW@GLIch-^cH^IIH0s9d>8=nbL2TLCiau=UJFL|P=!}qPH&!> zj=-b;`vUpAw3rZc-il?Z7aAgJDfQ0bP;O)fQJNq#lS5wtq|om;<$6R2#I3`;NJjat zMa#w#l>o>L8z{(i3KUhE@FD}H@*!vVoBJ;t-{t+0h)?BJ$UwZcNV#pEt)mP}poIl8 zm>DbeEN=LowSs@Zyc7wC&Nndz>yA^lF*Ztia{CmaEPdXn!J3e1H?I@KF;M0{O zh14PmS8-t`mCZ=4G`JC;*yphA?qIG^KcnEsz<@i&&EwPqd>D^S<3)49tkfJ74|O4TrL z@6ylzVf7ewvLiHja*@BE&bXN;9Qd+zh9&jjU0YAGdG^Uq<1@7+_3w#(;Xf?^q@4o! z#}@F0;Q7Gh{Y`$q=jJe4gNKw8MoJ6+H258|XPt;~kvQ8VAc9cwP zPlZkHY%Es=7=U^Q#T;+;TGB_Ayh`%naYOwl+bpZ{$deBc^cId2=#f3Qu)__ z(OqNlxman~EO1;8#1hjYJryqTUZM>QS-4P!U>%^<>h(coGWsMA++~~$%^*^nCF^K_ zA%%U)dK=G8TZsxP1k|WixbpX1MIL6vBQ2C)UX}*IWtLOFifwMJzTQ;k9q@g=-J<@w z1K)r~KO-dzPMkY}ADIrXa?z}cfcToT^XetRLgvnGI=v~0R4SJ)V#nBI@0KN;j!^d_ z?;doP*je~^c(Q+4H}IH^+Vlc{Vw|Z_dsvPc+;bz87QYiferD|R*XS@&$^IA`9L(b3 zs9)qLJtsn%?~!~ZS@QVzu_p%nbCc9+`ug`7(^{yc972_?GndRVjt~FFDArJ*^Vm3X z;#&i^aiV|#Qx3!QRiyKYOS@;Dr_>IBED4g?7C@T_bcQRw?vE`ge1P`I3zM%APzEw||~mjI< zm6}7~w9$-GBWPK5h4xv&R}or6s*sUO=aXs$;NgskF!`}!WX4y+ALK8uj1sboLoQ?(>!=Ke)lK`sxP1;@6AYDgEgs+ zm$eB|b$q-P{w@ZC?y5eYATHHVY$oo%AwMy=GJs{Nr!#^q(j8B-%|QDTi0kj>f)1Zz zq!s??1#ULAfK=y^$k|~hqOTUz%=yU?ZiAK>z!IS<1%a>#Hl324<}6zTCqqm@!tBpp zwh#n?{zG+~`2(lVh$0She=tSN`i?VUB53bJ;6fB}s zf+22<;=qOwF80aTlqS}{RzwtR&0d~^ovI4># z!B%#P?Q~SX_`9Y!Te5)}4f=plstA1%$|Ry@w0xp@NH&Y2wG}oLTW>#!TeQJ6{=62M zA}L3mX}%EL-nz#V&c^PyFn61RJR&aruLV|Cly&vAKd>Eu30)dOv)dB+k65KN^=Nf@4>r0B10(ey%np1{sP1 zTS$gjsgj1p=%!$Tded6fj66X^PNE*Y60XApjii@OdAx{iS_R&JqAtXccp)yGn(mKf zQQ};Yx&6UKl*JO-uV)vfXb<)u(;3oxP(cM{q~A=Q^fs2__s{zKGR%+>f(!2rL}05? za-xw4co6V7CNHsU3SED4w8b`Nv5d)L&cgz2kugs3Rl>6SYeO8wv2^VHRTqvzN+(Qn zl0*k!;z&xeG3^_~dT|w5rAj@@l-05eekXf$6Iyb{eGu`&c@UB%`j1UD;nD;Nxil7; ziI~LJqV7eNl4tcF1J|urknkDOmyN#os~Qi-Sa39?Bj!>A)lV8zN|!((fgpz>-M1l~ zEnIfXZ)HmPQt_ldrWwc_+7QT!9gSaAe<2WXG=d@rJ`#%mKj}Y^(sYAsfW>1<;BV*c zNpAh4)Aq5vyuIsLRCyQF=)uq^wbH;2yc>rFtUjqDDzmusAr`fC9i6yt8ms z%6cwY)>_y_soErm+mY;ecPNOq3CffUf}KpUK`gT|bAd1&@K7~e=Fk$uYjT2jtDn)T z-z;-}CIJotJ!=}={*(;h$fA^;n`wnGHY9~zD;U>As%L$yR!8n^%dwT zGLz}7;_N}d`Z-*YE7Dj@U%7!pekcl_?`@F^5>29H%)Ab_Nk0A;(C0owqIpHtJp6lx z=?B9s(%1$l(yTx{vc#fym5t6&z|4csZkCKJ)i{ri*QSsHVxPTM!(Z@w;wX*RXg>)Q4f>HBb$nJc1?}%f#%xa-3GYEtq|-&tYR1#2#CShyvJx+&iWM;mwAJ}+h*Y6y zHLP&V%HU>tnM?;h$6|8M@7 z5TF1?>{NgF`wd|X+Maw4r#%k<=W2|XyXKDEHEo0BB3p2`j(DlqDZnz`;P1r~$}Hu9 zX%b~u-SU`}TzfgT5qQ(CM0L(@PbkiK*rN9i108!9S|n;zbmG-8b~uvY&Ov~Ja?P3) zf*28VXp*#CpohOCexA%|jGk!zZ$$<%Xs|%P@P&NG8#{&DVla+)uom* zvMyi9|Cg^D3$O%4m+g2w)#Ib7M^Yhnx00bq$q;bjxvEkD;F_Yf((rvHM=P5<8#?+1 z_pTSUKah4R!%Pw8^-3+G z;-J)f`ou{tOC^kiMW+u+9Av6+-K}k8nL#-HHrRl5Zw6j$$^L8UT&qE31ul7}TBpTU zmz1cuRh8yTP3@Udgq2Va`%bkyd6k*PX|O!Z7$~)PQG$Esah!vL-H5 zyH`p>F0n18b4}J6xYTs)l-{Ku-wRj5WoSa_j(q2WB5@}zmF$GO9&XoX(lF>Ec8e$k zPUwK4>;v;OxuB3DoT7rR^}-Pc`~E>0$`a~Ci&3JR1QF}{Ir0S4z7c2D(4xk_Uy>7O z<+Yijox$5?tJIRL2%#XgNV|?*>xwCpSqeo|ASYy_*2T|^ln6pVESQaL7HRfs#33$C zx+wgrS}N);L!5#H8Y~ku*JIL`6az-8tsbzQ9z9`&$*;wUb&rQ#krbh(>SG59qCXJ! zTs62$RuFIx6T@uGs=$0U81SJjiTI73&(BwV8eZkoSp1vkurFC0kq40IgT=r(G~aHP zk;13)Fay3v8|JVLqj}DpW?#;O6Y|Gm!?#fXcuU>!ACAVmy@>4D1SwcjDzj{TDSX%z z=5u-3wf{Yh`E>fnF@Ou!Cq+eE)7|-bD=;&`U31wPr>=#4s+5V1DQ~mCPAq}K2-t+_ zTtZKj;>IjQa?c$(I^5ZQ2B}$${!E8=9>gN2YPu+V$7~aKCI%=0OmH}?H1-bq72vaQ zd?~G%(=W+}{b!ARVsT;FPZVrAYA-e+g~6=mqqO3foQ+8|%oB}aoGDwH-tuZWKVG}0G@b0o%#(x!;5Fyi09aS%fDO-+F$XW6SssapcSnmLr{+|Z96 zbPFshN|d8v2~%JnK%oy$#--60{2gvP+}>1EIVP4#1tNU?0jZ+kOPZuj8gQZHXmms5 zhBe$>n=HGgSSel3VE`gKJ)Q4bky%}ezssHOvUFdawSNAN zF2+hRO-|7(!?N_qKaBPPJ>6?sCV#iobS*Bve?NMuajSJ71Nj;41lDjAFK|7ES#xap zoVw4i^^GUFnNclWl;1+Jm>ZwZjy}#ywmI329VN2tVbGGe;TNQx?dn-_%y^AfvznW+6lUB3 zZ-%{uVTu^ddQ6P1W3SS3K@EfV_g=dI23+kVub6C}W-k*D!mn;d+^uOu z4o=6r%+%9O)SPL}o9?jR=AYj7kBg@b330rG&@C@*q^4>6SP7&{irS>9$pOQ0C?EKZ z<#>&Mfc_T-3Q{P!XRt$wBZ3t=#8{96n8G7T-=ScOFmxeR0HS=WO53%DfuiueHM;6O zBAq=K@5ehHA8p7v+V9JjRJr+oha#~cN>!!qkYE4ytNmGDOuqlxp#I79UVaS{6nlDP zv=n&2=HP2ZmO}mfta^HUc!%!!p+~Fque#!|>8*Nl+nMuLMC4~T^P29g^T1=Y;q$Ea zMOeb!&dkjv@Z>PxpPtUn4CR1!HmCnh69h&S!IuzV61lmbD=>A7HC=b$4IhFRuc* zWKb!!;B$0#$po&{uk0AIG+Vp1p5aqZi)0IEQA(6>zD`PtzAucrWwjM9@tz=EyK-okRtOn&%6r?`n1RH zMGH!(PU%ijVlfMup1hD7nMQN>ytCo)`)Zou&RQHROdeL`%p6!4POE9x2lwkR0=C<4 zhgd)3Dz(&E_-ox$kg7F&hHg6$J0&j&oWw;<8!t6xg=gD3^tw%VX3PCKO{H`5CR}?r z)mI6r0Kli&CfBy?^#d+E`DcOw8mZU8I(Gg0-FRu6#KZUi*X*Usz8OQ7ML3=_2js9| z&sAGqK_QdYAW8Tj8Uv?d8!S3Q70HWGajD-*RHde1qtCHA??o@#IIHUHFFBYRmUSg( zF4UOK561q|Lyo6Z$9@XVbR}YvnWY0hHzMh6NVCOal98YrC%}~~*lyD&{O3Bj>*mXX zqF``Xb{LfZN|pBURRfky+bl@Y5vT|acItM^S^~$rZb^{4pZjdPrCscFGyNn;T3bZSrZ2?D{aQqPg zhy2-<7xb?#*YN-~6iljKNDb7(Mxh}4^Q?EWvXrShgqHTEN`wQil$RYe z7YctCpJ-+S128wK-Gdy7XZpv=-8|%{?sl63CB%y+x%*WWfL_>Rxj9_?6}%Nh4rjo- zKZP}_P|8h7%6zjUwNsVoU9Ay(8FD6gaqzd4PV^BO5})eeVU*U!Z@l^F(0PZ|+Uf|TvL-DH)z?Ah4quujnod48z1U3n-8 zs|^ZlyS=70mn4m3jKQ38S`F4$OnX@)Wf?tC;6PvCfHC~^^8l`=Qm;if6fUNr*tt z%k%E<;!H|TFoNI!Vdq4lv_fM^Gq;z&oKPss(KWK*osjwDKjqxR_(XP{w_=yK0JQB@ z*}r)`pp;M3aFc>$La+z5skgxg8yzO_DYUs-gbW1YNwf!oLed~q3$7#-uq#@#;pRVU zTG@1kF+`u3no<36J0e{1`t&;SAuV^*1zf5lFTs&vAE?@)8xV|hXlW8?1{kGz-yS7<_R14{&F?;ejA-g zCvxBQ7Z&;%=v(n=#;Y-p*C}|GiNx}F?nQACkH9M3Y+A|f{GTB-DrnhO?z*vm4CAS_ZrDfPJf^iZD$T(XBjTD*Z zEqgz1LCdZAHgZM~i<$j0WDcWy;w+1nW{A#v3ZNa5!3~eZqV=CInNSn!jZ-8-bv@T? zaTjnr9Ti1?uQJ?qdraO6p&t3#ASJ6X+MwLI-YzXQD6gJ*Garw}jsVGrd?#I>E-R(_ zp;h>X{qpnRPoKW><{PbIP1fhq+wz{8m6_Grp9x}Nih9&av5Aos#aG$qtM$-MSd(S1 zahc4Ccv-TpQS?+?>0b8G`31*I5#XB@JT|};Ze6rBMxqB4x76%MAp3EtZovPbyZb0o zaTwPBtY#%y!QLRWN&|Is@t)3EMgO~e%TRj~{CPxJhx z&*A6r98u>L3jBg&qjoQhsCleCUq~ENh7(OW{EM&?&U(%?#vq7~Mmiu3OH}uSI6(-u z*&n%%JpvY{K

x+lE8hgBtCn7*7I7n6cVrFTP-2U>=E*duk%ZBJy@*_i?loUy&Q_ z`(XGu@NWD{bKIs|==BTxiOKiFODUe7)GP<*6b@K`9|8@NswKn#g&Kkb7z)Zi2`$Z= zz&i%NUK6{>4$e`rYbFbXZVH+$YiQzl%Ih(Zj-ns6b`UXSz!#GkwHZ(T2E9c&h9+_X zFN&prnBC5^$Y@8(!t7=`*PhqzWrTv@{?c#p7qG$FITD(3GE&4OUiFRf**>6%ocb_o zKU!imPA3%wmK=;#JfwikNwi(ZhA{WVWIkEoYiEPE*|WBJbaP6LHd6YFgI}&k;_ZuQ z$LqL2Cj~TW8=7-1B}24rg7i;kKyvsBo#6eV>IeQ6SWjOMl5P^&EK_~MB_5}(7s%1= z{d4Tmm&p5W?(fq_&0l=~x`hw7cHzn$d09KC0Zs8 zf9>lU_D;pkZvMB26f1279iIG1a5iw9-QdbS`1)Rr4ec4@%G+{r!8`~*IBH^K>O3f6 zU=d1Z+}tjWSG!hi@DGIOoA8zKuX}KSfiL;O0jQRuasi4sH*JqM+on{hRrp$`yfW=W zR80l?q?9`C7QueL0~_gx5WnNdw#lKM$MF-x3U-^o1jaVw3f6W5c@VG3c#zkhpOH%Ug&6^>y3xKu_`LD6c7W zw)E7Ra2sKOG9oXW8ZP8ENY?qDO*07g{BQyBcPg~{EM`N-M%WIg3t;`DhHQ3Q^sr`0 zJFn}~8khK@a5>esuVKFV;&s7%DXH6Oj_rL0^9twzzy@Ff5q!%8K6#&Fe;oezUuX$w zyYUao>8=Kk1vmiocj*_K`hc2Ce~jvzk&SWwvay(}E?^0qfW^^vzs@~aJT zz^ntG-Y#}NY?Qg)K$}nk0g4JaUS>Dhh!=?ZQQoM6Y^neRSb?N!p`fo8kyH5BZ-b>A zokCB}L;dEg-+-jyzOB*(R}R(1m{g0S@%R9W#eJtS4M_T&4tv|a*#H&%$+H?YyyCIU zlu$hhdCDvl+@Ux@&gad%J%|fvP%NS1TM6(w&@7pBR9MF*D-~rY_K{m4oB!Q=;1w$Qxan9I z*Fpek34UV`vG5STm=@<2F<`j2=VS8?uCG*|aCaw51ZzkX`Z8jx!_AY%`KqQx2>O$! zh#6AF?&B|imz$n+>)Q-%?T@WW)>ThSAy&#`ZO|G9$L{r0NTSbs0XE+0sn^`&#Ye%N z=Fh>E!T&ursIT_4A5CJpQ0QMm>(e-s=IGAJS~{U^=zc>m8^G~AZTI(ZBU_ipQpIAl z0tdg@``bP-2~#Bfwq#NZX@qJ0~ zq^ywRPL8g-%_8|F!Xu>dz?2Q0d~f8?Agq*(ZJa$IxJ$Y+iDGhcF8#pygv`RCWZ{ydrK{c2**lgSR32J1CrgU-i60`5l37skABAE#&q_7Fnax5}v z*^M|6z6t$Gtf!*b-BtjCj93h6y*h)YP+t6!m${m z^mdi#NS;tB9LPw-+(V4=-@2%+uNbc~qYcz&W3jJl-u0hWJjd`oA8u$-R%!FP;?6+9 z0^Wg3UrO$Cj%t3^coSMQxi)FJAtG#zzl6+xfWe%5yUjFbRYLhdctYM^{RL^v{(SuH z6--aA!YKPswMNr2A$~GwHB!U7Sl#c2IX9hZZHV#*CYk!Gy{0@4#qk0DY8>G02jz1p z%+HeyLXh>5S&%XMI~O{EGO!8|m`Fv}g{Oi}p8sGMf=Q>+jr4_6UpKDl3xuC-DdEWb#B*(=V(y~&jtS2<3$15+nwG?9 z1nH`IP?sLqsyLCIGJJ8A?ER=#^#k#>g(={IxZRdlunAvVvZ*i4J%hVVP|fx*njp23Cn((Zw`MREG_=;ch^0Fkrv`xRhJ(~ zchm<4?^#9B1<5CX(5V#UeuGd4_xHAyD9ZP0Zcq|y9cv$;0fQf=z$6lqX0H$cTPq_Q zFpiSr1LImq#y0%$C#m&w=RhdtM2ywAGdenU>U{ECw9}S|GV46c1VaNDQu0lC7M-L! zRe9mc;xkpT6F;P5z`_0TX=}>3fxl(#B?@}`8*wm&f4Cp9+>cWBB+XkI%$6XSL@(k( zP~HR>rCs+kr9FVnL5hT1tm-PH7jriE2((qswINq?Xx+8Y^y*D(7L7t5}4ZJ@O2pUj&7A!v$koB2{X^AKej9}{TKfJLc zNt3c=!z?^dZoMf46cio`b0Q67im-V$w4Exb8Lphn&r%@w3ku%6Wms9oyMBH`zwhMw~WLnIBE)7BlNsm1Lyvk43B7sO9708R{Y?J z(AlM;KC9aVWe>PpE&q-c6u2;PEL0;ry3h?ydDNexUjC%|0Sf&5C(iOXa?3d2C!P0B zx3?{a_WXi^j{4gx|A%iB&;7qI3tIjg9pDRBHOSs6>|VVAwkSc6Uesm6vcgtL_=@Nk zR)1-!q`VCtE2h;Y#^^uj|M~}T8DeN(`IFN(xs&DBEFGp}EDAx#CVV+S3(92JRziS( z3--Qxj(s@%sq3G;UFb(W}AziR(d_^A5{54)%`>NUkvI$Y$}ryh#u#B?ZLdld{DbldvdS%c_NgV z?1d7f{Kup4N(9I>kiBQoQGo;{n(7bR2Os!?K=8WhWB3}Fh#U~7hx@jD{fN(enC`nu zUIs|=%T8}dhCqqGL(9fx5esc0ra21p*i{4*CQbNj@mF(Av#qni>vr(yI{e2c!@}Z? z^aQ*mQ@{DG=yp?vyJv73pWw~2VE z`Oa1mX{fkO_I9g_RW1E~9)6z;@OSKSd82y2o>4PrGq#3@&69kA#h1p{)6+ktvHF4n z^EmlglTCbKA^|29v?-eK8NcR9m@TPo3~@8JQ4ihY!WpQp3nNLCX}6zXl`qTL>Xa%Q zB?^a&V3?_WMo+0yQXHk44>_To)IF-Q1{TD!tfbBRC)QV0MBNqm6e|2YRMTz4Sg!t{ z9ltfm{tc9Lb$24hIoje8_esCz)D{3(^QKKl+mUd;oku+7{(cu#eUm>ffy`BiQF$Hk z1qJqWUY%97Y~OsZ1m&5GswRAt=v-S!)=)5ADN33CZ+`^=(#(GVslqp{GES@4>4WfV zbjgv}7+1+Ye?Rc5rY>=xFW^~acuA;$>#3HVyVM<_`K6DW*YSH=i9K*N>+83?G<bgS#xCqeXb?UtNSezC8fn$2ISKLIfos52mEVl$41YxzFQBa#IyihG9Ew~&Jp@OB`1jkxk|P`4VEDAf_R7*|=P_FZ9~tiNIpteD`D7I(*vW9DHf z{H;iv5cW1y$3f>9s~Q4y4ILql%V|7l@~vx%qLCW@ZX}o>)ZYBl`#?QDTeKM&KEm>! zRg7lR3xX2+I!Wu7l^h|K|BQuVdbHnS5`QV>79<@PeDB*Q9N)R>;gB(Al~_Ze1YCWv z9}o*t3U3YLs};ABlFda4`$A1EmXm)afhx_`HeXy$TQO`AyE1g=oEd^E&9{r1cktFg zvK!1NMpZ{mjTAb6Bv~Q50JRfJ^EaxM?W2Dq9m*amoWMJ7uO16xC(p7zf|h(f>tWk2$w&$ zXzj>dyn**{cD4NqH6kF8)WKq|fZJ|2fpd`B|aq z`CneV3B1J$(srn4`E6o-0?Hu;8OmcQ(M2H2;61jk(-)Lg_JzmFGhs9{|IZf2iaNr2 zx9dB5p*Uiqt}z13o%Q2d_ecCkf%kW_?@aKaY4BU{ip{xqEEKsKTWeeC_FycNdsuuW zjaR`mC%7UZaO^k_FoC1@Oybxr?T!m7VMV1r#u=OaJ<0>fF~ep|F&rCSOh|qWr;+mX z?nN7~JD1BL@_6{J^6c(X>@9 z6>{wx{r4sP!(1I59`bY+r|krZUG4U3p&V!}7h|96m!YW@PP^7_Lwz?Q5}CX!tsLc~ z^a(^m764Rx>ZVkEG?Itm)es((G<#vsgH;a{B$mAB9y-JH6t#wc=sFWD3H12f;2?LR zNoM{DUW7EN5l}L7{5Q_}oo~ha^8VP6URam632&U0O2~oV)oDUt*J!a@dZVk)p8Q7l zH213^VE6u<`zhQSdLxt_4*c(W(?s2Y>CWa|%i1Qg9mkjDg$`o-PZtf8OR}nz5g#+5 z7S2RFLT_dlbXV=FIf*H~24v7Yiq*^JSRH)yFYANv;Snx3Cd*0j<>z+w=jKZ1f7@^O z<3He*-g$&_n2OIpc(!6@pye7i>SQobg&WMmi;l}%<|&#=;Q;( z1gol)lTW$&t@Vj!i!zV~Mlo$}m)BfM9ZxJU-h|nX59$A*>#c&~P`ap5+}$B~2oi!5 z90qp{0fKvQ2=4Cg?ivyT1a}5^cXxNUftfq!|Lazr^WD1DFH`d{FWu9<_u5OI2qvB_ z(0*W2lQxOTc|2k1z`}L zQq677?iqHwt9;1Ca37E1wG&364)F}E;TRG(DKvS!H-?aVLzSK$b4GsIvP|o0zTNd} zl>w1u&f5K{C7L|ch5(_VFbf05OdGi#Y4NPT(m z!C#T2-Ts&?KhffYDnqM_xXqr_mm4*Og8R8I(nqiM$|WSu0;7-)wKsxuf%JB&i4D@p z0UmgszNK{Xue#M^m0xj}+5FrSeivAdG1oBh$Z>lKtd4$}c@&D;q90LJf@*u8oGsxEnQ z|4+lWzizNVyebfI69g$PNBnP3`h@tai~Cg&a{Y{dj++0&ZeeM|#-$Rd1Fi*`i=wp~ zT{}!-_0;kbFybbBDG2!tV05hab^+a=3szr_;rB_+sya$7wQP7cay1~X*;QUtJqYY0 zrQHP#KRnDGTGnY^HWIlKcT;01s0!`x0Ag@D-432+#ik}7W}CCSgFS07t(Coo)sLNy-_On9a%;AJ@FEy`789#Ip(hnD*5S_J|Dn)YUqF2Y7Xt+%jfc+cXp%ZDGnc>fk<%!MnrQI+l?y3xZ15c z59sGtwCcZ&Hx~ehA4C8bbOkdfxb8mkasAi&==x~zRuCL@*V=6lC3oYxk2~n1W$;i0 zvVEJ*YPf^ke|zw7@YDjidow<8J>d9Btr|g(>d=bV|E)ed>$6W%j0k(sG@c1(A6h=E zoXb<+`(mBqJw_)r@D?_hdV0II7#6<}uKN9#wB_|>cb7{T<@i_%_<{g38H>V?a$mMa0yV_cp~9KWTWl`+ zb9QO`EGP9K1ErbHxsGS;UHj7?k3VYVMKHlRaC3?wVbSBEkaAplFIv2`U&9E5o+SJ- zg&qTD(uu0Ka2y^uz0O4#FHAzr#cC0^9%*<{k~S9yv{k2s#+ivUA3lFgA;qJmzclm* z`hRYFql(DO@!?Dg52LikB7EFS4`&-}$wyp+Z#=F$JWVI9`_V|+bH5rYCzgf6h$OUa z*w*=jgD)r6D1!i@ks+Gra>Hk_FE$u~OWNX(pUpjVm&u0%g3k92bUP-*;d?f)FcI4% z(AL}BwwAZ;*(R%XpgyRsdazFox9`|58WkI>n0_DT10NwWYUuxFn5Z&ep?`t4M@u_-UfAI0)N9d}@zjt;X0f1-x_TO=CRMeDKM$CjHBhLv|Lg1?qX#Dl;Z zwjwbrLJhjIzz&9?M*1AW&+ciI#oYYqTNw<#{z%|QJoum_15ryg`jUZda)LeP;X%npJ;hueLLczYBw=8zpz~T3*leKjw7)r1Ko?qo~{{?)U=d zH)>N&M=OlH&K24U0ioYa`sPaiivuQF+4a~7*R-=)%Y${R2Wm+dWWz?YaQ|-D;nz@r z3PW>+z=z`Vbo3(Q`_}90!rmmfh_l9F*>L!h*SXS{qT_8(tve?QjO~4gEHRmzBREI; zQMo68ApoOyD<#OjfQAY4qxzIoXg3!@IUlUX*&yzXTtpFMXF;E>;Yi7PoxSG|rtOC+h?I(y=*f9Lyy`(J$z%_3pM@6EE6Fl%hqfaoW zUi>{uD7bBZO6_<8*z|r}1`ha*7dQkj8L%^h`j_DvrO?T^+%=ccivl%uA=x|*IzX$p zELR&M@^3#DL)&yLbSm9->|CZ1|YQm>qPm2N_tFMTKPUT|Ff`6?oZ$s!c{5Ub_?a+C$@lAovfel%qt~^h8 zWwUe5)mJMJHDfEQej|I&a~lq`$7klv3`Z}3uGIo4>}~N__Jg^Vc?WY12B(wct?2U5 ztm5dap|DKvva~)ExOlUyV2R;;8VcDFKib!d z=yDG1VuG#TM2YY*+oO;E@rvY`^Lg|6Ti;G|cP}%*PzP@`{0{$fU&hOgi;mIO(XBSg zLnX;NM#MQKK1COd!mE`KWf3Og@iR?g3j1DllzbsmN@F^hT2=#H68f4b{Ab396_c4L z<)Rooe0|-p47#Qz>+CacYwo((s>auneiBzKVpEbiz(^KfE!bza^(a)-NErFsE^vpflAt9a_{pwfagwR?_Eam*ma%t8B&V;CmB4mYi_WTmGsm^3jXh)y4lF_JTCO*O;MsRI(h>TgFvGgj5iV)c$< zFLZYPd&Qz9_Aw8p@e`wEV#*v%=u8qF>2tYm6$(Ga4f}NWZ1*5Ju&KlSdGCgSKHtN6 zXS|~Kjlq~7H>ftP$weu|PbdK<-YuttdC)~WeMwyV=Q7dO9i>fjl@ zWtoSCKT6p=s0hB%89B*6GZ)@AS8u2uvt0i3mO{6X<^OiH)oxW)_SFV!+U-SkJCctG zd|Sz#lWzIr@@>xt6K1z?8`MzuO6KPvbAw~$!2MrZ@NWg6U{MVE3>@lSB7N}oe#hb? z9G|q#tCi}V%Zx?%Qj!8#iGbBu+w{WN1cA0)H{E zTla8Ha3%*=2a$1UHx#=3UU#X2{iN|ZM6PkPO%nU!StrHS<5Zjo4s|5-68q??>bFX0 zoG8B{6{AaZ)A#caSkj=;rO2_P;P0WZBryp0oIwoU9<2SXwR9_;-;^Nmi&zK@19l1D zeUgrxm=old+k{-srW%D;AI?_cYXhAw5V(>)%HQ$HL5CWK?fn{2IG$nhzmwAWqmUJE zroS`ZEICnXDLqkM=i~e;;lU_0ONgFPx1xmSJ=J?(Cc-7`F`bUZChU1a=W*mAihUHX zE-l1v7J7wNgf%BRbe7**8?qA9>eKops=)GD1U~SMK41|E4*5B#Ykar4BX|m?0Xa}2 zZ{8PdLIs)N6EPzIQDQ<S?x}#l2|>FT$c?isnq9t{C=Bb$W@Vzxxopa z#z;#e8Qc&pm&D;O|uu3vsZe_q0ZDjop>94ZQWs|osL?N~pZodb{Jd-+K zTK$6^XLq^z>+W-UBN58X%p#GqV#uB%pX3-ShZLTJi|U=+j--M!j#^JVM;}S<>-JuK zbg8$=nPigf&VBiqqx_U4kjLx%cvR(ayt-b~UKcet(1F#aO6pIEh<*5UpM4Qk3+<763jxwPKAA1LH)r$(P}oom@LY_Bv}?c_hic)c;LAlufe z)G;SG;z2}3sB23(_;!71_Z;u7)cUU%@t@amD-CTe%Adu(5ax6P=TiYXh1oA`&Tlii z@50N7o-p@N*RBG$q}HX(wZWnw*mom1XbeAOU_Z4o4oQvrkGBP@RVF?~L&u>8mwH*^Qr!>|HJngt5xkU0BhKGSzZwwvdkz?# zo)VEIq6MQz`+NAV{aT#)TO4Tv`AUWnCgqu@Y~HJH!kpNRH%aTXb#9cp&?_)7mFC%} z63|u6%tYRfC5oUHMY7M8eB2h@N^;w4EiVZ-E|StK>=~qyqu01V@NBiKeaCF)a}g_D zw>lBMSnnQ(DP#mP7!_fvC%GFz*hcpnzjKCUG)(7s5`|_hOiE6$Ae#~~t1jXUS#hI~ z0dGep_7W<%EKDX6)n%M;$k31i&mq=^!Vv4{i<$StRG!Cu3e|aDuB+X4A{dxsUM0k6 ztWW854pTQsR#(fJ)~h3B@5}8BRS>+1)81^R>r&Yub0s^Qy5Q|ULH~=_uhznCM*6dO zo#S{i$A#AP``{oHe(1PwclBNlskLp?k=}#F-Rkvl_ffDI9X(Iyb>lHOHFzJWR1Yg6 zhTMvSCKu)+(VB?zu{AzZ=Nx$sqcKGxJy|pxDONF;G>%HSHh`F519h)ZViSkK>Ntev zXQuWb1HbPT9et~;f=SbY1r0IH3`PlQ1*McOgTmPlkrjJkD)gBs#(N>+@08Ljb8zWHkfVBkK3Qc_r)SV0 zZMf(jh+9gbZXeURNP9bW&*td*3Oh#93SQ#Oo;LRq;n?G=Jk<@=^DFCK z-v_zUW-GL+-O4#}U}#~ef;icUCNckJiboisqvnTsd6dG6kC|vCC)@rZK-J32uEq3yF2R2A39F!g3)2mI*@XFw^P)cQ>A)rXI z>OJ_o2C~)2CWYDm*#X$mr36yrDbCE&hnIAtqVDs>DBCt1=*n^qhll9k#bId`p(N61 z2X?I_-1WQ;IJ_cByh`MPPbVmwrv~dT8#WcNgk)8yF_c(#051L@u!yMO>L4&XoOhJY zYHIS6ViYochM74d#@N0EQ8D-K8Vz^dxnA}XPWb}}l&=66XLQhU`css5& zDkA2Gd<;@4Cu!*h>4tCyEKt}bCc+8V==y>G?ZY@et!~rF*})#Nl1AzCWdVZXgO_pf1`ZTr#E0)%i-tr~zo|oxriW$l9k*LTjSbo!$ec$CZP%^4je#994N&KsY2mMGrCn+r|z6Zii3_3y0g0%V^2xXjBe5 zGTwZRHA5LC46wSt?4n7jH+o>57g^H`5(~0n87RFb4!<9ZwMNF=6^kI)-XBg!#-zx3 z*!qESOefE&#hQ^gWl7+{juzcG>w(aaXL7PDf+@hG*%67__hZ8845> zh@NN@l_|~s>jj}nzRMD}a!*afWq&H?n*WVo*)9&?eY0#kP4xMoeg7j@j8Gn|S^B%P z&rDOCGSSy)Ni1410P^%`vgP*w~-EGg{oJKSGyUi|cuuw+&^o zIJ!PZ0u1ycJO(EyDoK42&SXAXcd-@WYx&4CY2za0jV?=a5))VKY#Ju`Uz~FPTX0~F z_MfS7eVS zDuV5tiTysMFO(J(2>?#rOI z=TcXuUBsguA#lMw=1IO(iW2Ezu;*@&3+rS?9DORn49lXC)LvFs`J1@*f#d>f)5D-` z_U5JbNl{g(D6%IxJd7bMKhH;itD&az{&ivO1HWW`S@W0A*BPhuuo84?vi7JU>0DaJ zY44DF+1-_KqwtKS@wvtAoISk|UFPBTz07UM+=&TLVc@*3$~0Bw^6c{sI9vAe9)xe{ z4}3lDdnqIYk=RPpKVI^;gtLs_?jHI>V@9ChV%?wx(Cc}Ads-yxfZ>)97d$UDRaM-d zz@+QpjN=qk1Mb_>Wb|10qwN3<8@_plCQoB4Z#>04%=W7I`@Wug`T2M_17{X````-=r z6Z=1W%r(q|Ac{YJb>8N}Irp!Fhk%Rfa+SvR8^+hgLm*bIDQARbkWIZb#q=I*IVr*? zH5d&^0)=#bL_4AllHx?uot$J@JbRqu1bnoRomm$*B}L;02c1ecz@b?u)Kh23}KUi29AfP7trpv z^%9u7o;&D!Y6X)Predk8oaB-m&^YYuv@`egi%kY7#5?EnYe6H<*;=}o$xfZ?>kV;M z(A0H4t1pI0s64M~I^8c$CP21XL2K>$x&X7Fl>WD~un^?)@D-0xQZb-< z?@yl%o2wgN&b#3Uo7F?biJG>zt|53E_bT%xk8E;BYz*s8uX_!91(YU36RT9L62c(6 zDOP%F-t@?zqpLDulPzw`uih6YEiCVK7h?Z_ejN2ikKcBW*O<|#;9iYlGqY4s8;awd zM7$$nyW@qe`?gFoBu1$rJ$IbXr6OYi; zLfU;fuKTx`J%#zbD}6D~lIXsQ!x}72EhmU#`^@_1xEWg*i%D?fHhpJMePu8{n0pEo z+>z&voGx)#(4jLCN}v;dk)e-E@jZlEfU(9I5=0@|w!4 z>8MO4v2$YMjg=K9KD{mTsaQ6JZWv91>l?O25ZNvz;>iq+VzydkAzwT%3p(C@D2MBZ zoSbM+<8mo&PCNy>WJ;ewcqa!K;A96#&&Ir>p}FCzCe$G549n2nb-g~@?0U&0y%;u| zI6GIb)IG9 zPCEb3UuU3F-N$&|F?V8JcG&*Dj(jBO$Ae0En-!(u)|WWxtV9* zb19kqQUur)Ak!de%ObB}^yJ7=lM$f6w@;nXl!)L^^+BEcf+M0>Ve zUs-`>#ZY_(pC~GS@sd%H3HI@8$-SF&W+xCai)bo6FE!sWZj5tC<)OF=!D46=Z2Niq zC+i!cUAKs6INTTXQhJXXlAw2P*9M;Zglx#Hx=4Uj1~0vhtOPyrh}?;vH%=_Ce`n->^HrKKX>y7UON>Y_rp^J z1>Fr=yrfzz%S^aA#wnIT+P#O*+ zU4!JR|8T3z37boy(-K2w1Dmtjm;Pjgvu~)om4{8(cK&{Q&*{*w11 zL+e6#=ACN`Rp6j?GsAi{gqlLBueC+oV)FaC9t zmv{`yxdG;U*OYXi?3BzqYSY=Lkc5z6|GM-Mz=#<~3;B$+h4kbZRDXB1(!HJdT|uWu zcwMAKiPQXrBoKweNy6iW#7SJT2UUx1FVPa-sL8b{)%PKNh0V2^H#yhsEHlK(afvT? zWmnlgCtFZni_hJOdSd|n-6-M-*Qu^9)McgKe46|DBywJek-`K^%S5)5^bKi?;;Wy} zjbo_Oe0ivsbSxoFZ-Gu1mv{AY(+3#>aSzfkuTX~xcr!-Sl8XDo=M|gk<(T_fw8?hd zup?ed>8c64$IBVNyhEM5*-J#*3FUA(U5sVvo=QVgy8LG^7SVM`$NuKT$N%28&^>+o z2pwH}!B_5g%s24veR~ndY=u54Hcq3a%oaWb)L01imhY{)RIt~(=#7Ue$Gwe8m+wl* zMMT4t>5PN)u8wEe@{+R=J}owMi4Vu7G7_+JL=vK!Gd>l%L81X&m)$kNat#@$Gx3E) zQetgRPW#k*-IqB_q>SnH2U@u%`)i2@ zP^^1#X%`A&E3 zXSL8ew&Ncl$BC(dpvY>C(Owzycj9_tJ#u@$Hk6iegnsAId8lMOrB-Ok^J?#Cn5q8& z=u#r1H2Se%#>ZG=uR2VUbH!-#NHmwuBjra+Qv*3IMpUJp9x!=J-{i%_3ZFZZyxr@E zviHf`Jh4utjIKBXBfjFc0+#qyZ;mc+yrxzkR7?%@U$z8v5GkB;EXLXA}-ql;FPaR`O3o0^>t-Bz(ROjT9!N&yBp500|9A3X}n z%)-!0JBq6u>Gl$l2pLvV09f5Af?{*nF!YyrYaK3^HqeX5!)!@0sSa0EN&7waFX3~+ z>K!n1(dWd21A|+&V^VpH>sL~gVG=Yc=znBG<;+mR#yZ??HP<~(r!pnN82|2L?&9-9 z`H#VcS0i{u?`tY{wUF^ogWC!h-cfZH@|FGJ%VBg?EpZnyeA!ocpZi@V!#`pM2Z<1g zZK~#>rk3zsQ-!ov>2HF)u1W-x^3g&~VkKtr?}?U+c{q^Fr*u{s>F7r<6j);=08UP-rv)#ye00n4{2!NOsCg1!GG5MgVuJ+eQ zRCGBRsAq(bfda3?1Ap^LZj~_M8Aaj!dOm6-?8s@yJFVI^(UkdpANDAC`?7qu3Kr% zi4s6k^=bE9UAIZ${dDC?ojpTLCl7`M!Y2~(OtkrL^mFSrhXH1@4Dj8clEx=3t1)FwO;r;DMwpLxEoPrDUyl>%lpv%L7!dNv6P=7AM$Z1 zBQ~bjY5WOZNtE)G5ZI;;BFEp>l<)AfdHJi$KlIMAXhl)Q@F+h;hAlihb9KM%Cef#>zgf_&O#NwR2(&l!KmxbRbm!YTUsw~fhYmlnv=rn~5emlyJA6c-& zFPinboywlX03`o#j(dDm^xcS{amq~cZz0|A1KItUajPUHgm62vly47n$XaT_J`v`k zN^5bJule2mI<~$>p`s`Rwm!_CJ)D6v4RZ21p=?`*DK8a`w>{_hOMUBieB+%VPPH-Wd()Apxa?o*`% zY5%)WzWPuM^LYwX3OoVrG2I7bd6LhPSaX)a!R)FSEks46DGUonqmzx3jUB$*=TJ_9 zyWu*8M^Y*jIgGQ{87NNr0{_vA&MWQh4%fg-j*q@Rh>cU7g;SED9Rt#r|Ae23$VU%R zdC*ORsPK?dq-7 z_Y{c?Wt8dnW_%hkNP9aCjHxR3v~tWQ3Dr(&NDeA4%8C^OaT8bqVx3=<8n4M$lkC2K zjGFG785v(sVrJEqS_S$;229^wQrL*Nayz>moWNILQ;D=&TfTrVZ%rqu1YC}Ku>p5n z=+0lGF0~@!MP4F8oYkFCLx!#o#!_hG+x*-k?Fb&@Y(7m5fbfx z%@#0dk>`1k=Y8RMH!ZUX&DsInT7btOFNTm)i0yq{jB+m!nugr0;qq4^ZDe7lbzvTt z?8C4ZXs1u=(yLbK;ihl&PO8QX+$U3MoH zHK~iYcXKQ=!>h4o)ys4*b_1S5YUmQ&*imaA4;{bVZ*e!*+wIL$GI=0I3xyr84rR0-&Ta!h3UXFO* z6yCn{okGol7>Eog?DLX%%nWRU%SyWm^PI&SjjxX0Y%Z|{x&fRoP-6e^=2@D1+M{ck zfqzG12T>70#bNQY*n5Ir_2Qr3UG0tB8g=QLuB5|*7OjP^`|u}d99HU4Uv>e?9>oFa zLZ9t^%g{7R%Z(v&OE6K;NV^+)Zwjw}zkRH_(ARC%9ZOd=#-(2;;Qy9UXiuk;mw065 z43OVTEc{t+c6={k7L+Nw zw!*+ss2X{bpbs?U5Y(WhVJ9!TMK~KjuyZReshOh zY*y;GrL9`z`)U^CzwR-tHaRR3o;ti$0zb3JAA|RSuj!Z2K;z@{jSgLV!0R@4AeQE3 zC+NceMFsM!{LN>K`!)N`uwqkOb8b6Wubyar1$~$Jz|CH$!RxZGqmrLx^MV5{_?w>$ zCO-aD7&%oA9)Yvp&g;x@X&!s-bY@L!hu0tB@7yHeaFo{t=8Un;JI|5B3`mRTPr=2= z@U%vOAqzSub+pqvxQf^Jq199*Sza;j^$o|_N}>o;-D{vYN?QQmk!SA{l3&JXAioD3 z>ogk(D4I!Ahc0IJ!2+5EMjal`Ky~50u`0vSNhig6admX{5_xa1bUJm(g+H0o;uVJK zT!_nHjR$co$NDq&0dYHIW$Gy5@;+rx!}V}J7YZ5NM{VC++%Tp*8ubE&&}GyW@VC`D z)Ce8|-PBousO|jM2WD;9JQ}@%$?M^v6c(8PRNLqd;akiqw`=K#k)X`EvgE(^bsb8p)#&p6y1{27;z$_r=iLOKcy-U@)BA@pk ztB4JKuHPOvH{0CVVA?z<4?rp#{*a-!Xc?l*w!duO<{J)V-n}vpE2@HTPs?(&I@jltke2Mt9i&Jl9LmDNS2=mg%;dGS<`i`T6Y0L;n)7v>NL8$9X=l{iBiX)aYs! zzwHrpLqjl`Y&r{rTnwtL$6>B}D>gcXkVk?ZC(QcbrqAnCXSj}_&LerV#q;sLOx?WDal3yl_$1 zh7pwKvgm7FF^^1zfc!}rz$I{@Z53u->Rih26eq|6m2q^cFX26cN<;pQa-#!1P%R

Lk@dS>_(Xo?}_+)fxJCu>>*?w|FfFGkq-lmTa%B~N)5mN2WNPK zbij232jeK(J|_cTv>?`+zM4J3#oa(PC&lhV3r6*#9mbDHSpZd7>IkXXCxg zHR1vFuZZElZa%&9f8X*J3cMmN!+c9@o&6gSOKD?@(%&i|I&eZ3Tst$6@Qntr=vNhA zg7v61p<>|ur7%Xv&!#vY*7=*&aOG03C~G)FS*Huv^rKO@qff2a;Phgeln8Ury*1cezrw483HrA09Kv?w z(TA=cbb{d_#~hAl2r~g=T;PyjwrO;)}}j){li^Au6`y@k%ikx z&BK}^I(6(yLP=pX{9Ew0gj}J*EBq(B>MC)77B@4Nqs6Z!G8~Hosdwzh zrmA>Qhq@~(MhOS15vbX7(9Pk2V5G;h<=|-zl_?SxCAhnWF?XzUJ)RnjoBO`NMc?QM z&e_D_#L(Q((m619TpY#c-!TMcr5TyU_1ceFO;~SdNmfsbw?NIaw9YN5 zg~ZDe!3$nvzlI1s$xc)gCida0!Zv>RT;Fvp4zs%XG4}zPGN&= z1_$GMw}SJ!PY6OP6hoL_9iU^{jG$rgkqjWo;ED`&g#6g-Lb}&7UYT5B&42pyTh?i|aPz(*S>)J(fIR=goaFe*E_#$%$BQPzm)r1Y`i5y~(xb zrP;09FI~tXF;ek|RYjI(nF&43Ukv;xXVG23#O6?l8apQ4Zu2G>9zTqJv?YyKBa}Q? zx?AAr=4!ilvf8h+-KK@=PuP!&A1^pSSK0P7pheEvlFE7pKYMp<~$@4i~0?AUso4!sQ0YK1Ve_=Xb zjS~~H0%>@WLX;sW7pLv`1ZK)ix*EEOoTpnc7-N)nAz{{t3?!gj*2PPRz(J zi4qWi*J&h3@(3OVo!cVy%bxXKW23Kl)xRArC)R~9)}g>#dqOl0EQ2`%2yoD?i<8j^ zek^V!Q0k?&tJUl!3m{k~)Je_2HylkZ4sbaXS-KXJB25y0j#0ztA((6>-Dyb|pG~0t z`Ph*1fqgmCr}gd5NXdQ&c+|V3#bD6kbUspVNa>Ta*fuITCdqy@a+KPMoPD;Q4Q{eG zp+L0C2s$E>v(|`5_)tMGE5*&-+(PQ$z2ePCU}7HBO7ijnALH=2mG`Wv2Z-&@c~9Ub zcb5E03YB%B6MG%j`F?xp2I|nAH}7!y$e({{wbr2t7}V=ti)!6#S<~q$(21DQwozL< zhn602e%KTOB_Fz<@Q2`gcAQ9>g2GA?LCC=iDi8jVUQTzza~5J2fopr23**Tx{X$Hn zvB^*y6d`Z$!ji6Gyie}8pb>nPeE)UmU~0f$xkBeZt$CN7ejxCf7xH}}wrgTbvTWNB z`vH6idCf;AwBH}ax-@)+wqy&_5b!3%JFgh(q`kgnIU(iE?V6+s>EvWPM7SPl`|R{Na|6K5*!H=tlRwBnTDM zI8$emP9xpig&9$d;~CQVe6w>D4cl_da7aaAjTKER(wjpfy!|E)9Tn-nyY#Qsype7Y zGA&@4gk({4onh;0a;lEg)^s zSJ@ZJ9vP7t3g?uYGlwuo#B?tDIs9D##QMAMtV88coL-B4`jx-bPt)mH9T^dlbSIC8 z#wNxt?~1ns+0IMeAL6Vk8p@ZFk*FUeTyOfD`unXlj1eX93eIYF z{tLUdm8JGD4RGvi6A0N)H*`ZIJ4l^RH}vx?kl70nX+OmdCSX{g+ z?Eo&*Xlkf!<4pYuYi&P0hDpVc@wJREF^>l5aMn_9amuR;0KB#cTdL7kALc{KAyt}h z|8r+l!9mV}Z@g^3Ywhod{&X*DWXfJuOa1CUfl`Os1*5Zgr5rZepH(2o08Fe+0d0nl zbqMz&6}mEVwLN!vhnycRMQaeEek2ShkFM!3V2?m#U!m?RQoL#1L>=1Sbt!jQQtRd( z{cOE8!d&24>or#h*tZ*w2SzLtO-)eR+x>h`q5(251qYE6_>K*3mM7yn4^3_3kS#r! zK}#bnh8zY777=uB+3uo_KUbI^{Fl1>X|b)l3YaCdCJd~VGgtIR1@fKN%I0HlUAS-y zQH@!j7C)f`Mq^+W{Z-^&POC?kR?yTVg<6|X$4Lko>tPB+vLI@r;ENQ#-)qE>Qcj8- z<)^Hty?JE@-Z1M(9)?b!Z$@g2iZrX~-fm3z`s{dcUmmaRHrqZy$@U*GHxh7G2Y*tH zu+Y3VUxSw)OGidNC6O55x^R@m%i*FByAu0~O*uxn$Cn7Njw9QwPT zuiP)?4VHP@_+|md{Z4UVRCc_N2vz4>4-1WWQOVk)owS-0*Ti}3eiqJcuq*^@N-mn8 ziliVp7z842S83M`BolwRIbkuA$=JJJG#rHQ&(kcE%P$1sBWjzz%6)hLrusVcG^D=% zE`Q;srUa^npGYV|xZ|Cb1iU0hN3hi>O`KWu=Yq0+ncG1>z_vP0N z`d5Eow5@Bu+)9prquyi>NyOg(Y?InFd!kkKA0&P>93f10P_gLnGEyP8rP+y^q(F#+ z+eQwOgr=M3!0UNU6BoDhA7FTMb6p0nCV{HZC<5)!Oh+JchaKOj>kUfpP`67|8I8|0 zM~Ygdc7Y;tuj)iAbds)Alqv_Mno-a#BvBWQ|91@63*q|5jSBcldh7-r z?D{Ri$!TwN?)nN#i-|l>|D!j;US>_K%Gam0L0jCZ--trUmml0Id|u}FtJC7x?$3WC zGf=LH)atA5QF6(!m;`lc>@ko5Xnmje)BRX)y@|)#9Crtx<)qOK?-7NG-?w5M6msTD zmSc%DB*iUHgy5Vj9(}ovo?q>{6Md#32$Z@h;Lk(_kgjU_skpyDBA9 zXFif(*jeX*+4BkBs1y2M^uNlJd?NAoKd5*r7E9hI?a|2J;xRc`l}K(%P|h$Bevqf6 z^#wLSK#Ev{k7-q>2kL62{2}zFar_4)rg04q(@)hcSubzJ{Qe3yP2UUtwYK7AklJTj z0=l8@&9AY*Yu@&z6OaNr_-$Cl4~}h;5>b}0{*x{As7|PgXqg=W-hM*3z2&#h5&G|e zkVl9}&;L2|bb!Z>DHk6fCbW|Wlfy^jqE}E85AbWxZ+EF`&BUA=zWa6>Nfd3%)Y;Mx zKYx7=VGpDUWT>N&`!N!_5ej;FO!ZpL+q&Lx3>A30eY8F)dNXF(%L-}jz2b~};EW#2xV z8%(%PrjD;2MBM2>1;DQbZ?NdxrtGlUepT*OqFaO=gz4VtzY@cboC!uG6aD9&8IfPE zhqoVS-5WK3UFU5rPtN?Y{|#ukZOeV&=Dp|5J;|qSxtmoG^lLR8b=TdvY`=6g?Ic;u zDkT&xlZj&x`!venlchhG!@z!)h%b{T^tK1p#}QE)JoODQG&*eh?G52xlZ>zo>M}H? zan;S+b$Ei6&>k%GBZCwv%4`qh*=p?skhd=LmnMl9)lhZ=S|yQQgQ}=`1b^83#W=fZ zy)i*8?&CcX0z*^ujRF%Bg1cIV#Y~*T=q85^l*LIC>aT7B;@_jX6Qz37eM_LF1GHl} zXkRwy9ELyYLtjgot2ro0=?kt}D9j4{_X4z%{&fJg0YPn)({Eh<2a_HGD$_@(YrtD~ z@I($_OD`$H!+H_F)B6805ctIpa_-nu0lc~FL49I?k8j#^g66exHTdm~))(Sp*5u(qcJheJg^5eiU|Xs~k?elwLD__vv8Uq&nbxf_9(Ck3a&5 zYzUkLowWz!`*k?K<1Hofa_ky*RNo9*Yx8;+&q6BO)Y6)V48{+O=ag8z`ev-rs;`e6k)G2lTy}jRCtlL!ho)Wi(k5oqz z@?872&%(Ft@Hdq>nqRR;p=)kzo(COL)l>#7J8DA)?Ww37tQEZfxF;SSEuJYA5hZSF zoG|&xa3+BS$6eWU5V!p9YqbsBg>V{a!A#g6Ta?J2MP4B5Mz6<`=SKK#)@n&pLmI2$ z%kyFW=x+ppf*{!8!=uqc8oyFpvGg3;!*^$6i`Tn@{49WHe!wu)^Lx4B(d|=!Rt^-( zxdjVn_iuRw0N~bMsNwpWXhJ(30k7Ws*eojsdV^;SLi{k(N* z_QQUk|Mc|q_3NtxI1Mm-8cvz(wbDOZFdUW8;wQ|K5c}(iMdhJ{ja%s;QN){uvQMn? z(V7{TaV^tMD#-t3x5d+)U#6%96ConYy=v<~HE3*9ti-aD^%@St!o* zf9J$uo#Cojy6l+t$@iDad@)q=-YMgEjY$f>El-aT0bkq{5L%e~6{~M!+Tn6;S|dW6 zN}0D7w;*rm>8l_MjTcCzxrF@W03nC<{xJZKmu!4r?583q45LLKxZK#<+{k#6SgeYR zX*6)Zg7s=1`Q5l)-Su}Bl&KecOS+@@^=bgt?aJ!!(GmUnxuhbbUYi!=t+@1(B8;Fk zlp7BT_|3dTQp~AtqwIfaF>)6&xA)YniCa<#_rvIZSaA?iF4d*S7Ip z@eSHN*pKfl^ZP?TOj&||R(Su9js3UD-DI&S{@np#$aqYT=-?gE*Mvw zk;I7;);;1?@Ql(%^%$(6`mj|N9;+VxMtlK@1!lgk{0F2p4}X*>s2IWsmH97yLym#e zh?s+pt>zSIl(B3-IS_i6!(Zn7o>g@NDa@+Ze3Tt3)uwtb*gj}h$Po1&XULFCF2^WbLJ4-Bp8Jql zL8lp}y>2)j4|6`C1|q-xt?1+r3SClS3d2BD5<>Zl9R$UMwg;7Kx_fPOOb zx-Onn^tgMb%9f2W6uoemi?5IHvjk66{^urllkKAX>n@N{7}|QB*m|W&ZGjZ0m7aLP z2U|%DcIHtaG(RvgJuRblDLrJQ7ION~P?ufTygCWmhf*>@xx&Wi6Mf*$wp7jLkfB91%pr@S>o zuy0fyROa;KtM9A+g7j+|h<~WNAPU8v6i2pHCR80#N=Opt2h-vdvQcqfYKeaqeG(h9 zD;#v8C4x5{MMLN!Xwf<$YXe<1jRjqQWolZyvXJiwn2ZLqQyxu+VmctsRH`CRdmRs( znW6|)9#xAPRVk_G%tT0|e$GOxm)B^`wyosS1STsdOv;+T?n(hOUU%?{{#YXZ9}$R>kXTV}6m z8K)3Z8Nhzt;D?&m(NcQ$>F3cU_Y?o)I|`;XBLNmSEhU|@OBZ_8!-yq z*QEm257`wbdJBdA%(NHLFGmBSs?~W`5Y_vr-=!otof_K7qw+CCkSum~ z8S&`5rF0DHH&28FxS#j;QnhHSk1|5)l(2X8<$^h6V$jEVlgJxrEQGM4QX~o@NQ7Qa z1x^pTWmt7B*3}Z9><(Anfzmsh?;S&4Ly0Csvq>;gjl^bZ64jK8=B zpWwJ$(CEZeW(=9>l2*>oQZ_jdrbYWP`~A5+z_%?Pkx^nF>x3^Dh#H9vgx0_Xr~L0d zFU$$(dV%Q4qL1+4ZTzYNZ&Nojv!WwGB!`pJ)Ez2v6W=;aWRE82G1 z+GLvW;nwklG>vM1BknD&!1dcKRK#v(tNnTan^`s@Dc!3=d$HNERsfwr{W%J6hVaq) zb+8WJS5`*$LcmQ6vB9|0hJ=WJu!b^MSz{a(B=2r5KU^4B>@oegyl+Z%C|j-9Az?z# z{PuUXQi*rZK+o&BRh%qTB1s+l%D)nt5Zc)B&p0;?AwpoG9M(tKYJh?ccFS}^za#bI zFx7mDSp>1PF-9-Q+77Rv5Bjf)qNCmQ`t|1Z9w=ZEh6k7jEO~l zm&S-0nXuXRlh{ zT7M@~ypomy`l#pYEl!O>-Ya=e_~5^W&=_wZCLRZHDtTBiL*;`DgCSqk0pG@KuH800hL9bjWpcjg0ir$RF-gD9 z{9e;&)qo@HM$J467%$(Nsi!b#7u4bixjH^p4V$^Q-}yDw^-L@y=iZ|cg%CPa zfA%ro=p)K8ln;7+*jBL5>%p#NO%7`FFH9f?l|>Iitu+GF5dOG1b8llk?NRz$GgCi? zk9DoFEfNLwEL0<51a-P~0tdOwV==3WWb24n_yj%Tn0ldg4v&-^wtcnc5`EYROz21O z_lMdQe($`O?&VtoV68P$c0DGXF+WmFDh1^27>uwRFRAm@NN%SJmWC+! zIY&{9j+u9^@;E zkbEI`+62A&y-$JFTTAV}22L7C1b50^|EopiFoR$Gz?WWz6*Ky6uHp^AFc5Wn{}T8$ z7YvO0Jd8-@d6W+cKJVW!@djV&+I=ztvyUiW|Ghy)9@d?LM|UY-gV>!wmxYXEcODrl z(l0spIf_~=%w%o0qIP`~s0oSZ`77iFpx>t@NM!Rn7!i*8Rn@etk2L!Nh!e3jKJD+b z&v*Dse%^Pc8Cbn47b9jpQXv8g4fbEPeUGLokmY)$upsRnb7`G1GoC7z(NBpH zmHLWS2$Gz0E{XJ2Gilt&SAZQIK-hH=>}$Z}85PXIb#DDHq(bggS|2lkoL~{<4L(Y7 zkUeLGV0=T6Bc#^ao0}$JT=rdVRWX=mxRRxU+$@oLw1n*GemFMf-D=>4vGIJ3R!3HY zfM571>mtXu@#RdTqtxKM)6=}&qp|_f;@~9g5*a=Am+4GqxXtxPSUic5(r*aedX`i` zf-&cy+T2i6SxV}pWt3>un65RChm}bnt5PSMfXHZGci_Yoy|)gbQ4bT!*zneeBV1}F zM-^W;M<4sQ-|xSfJD97f`)A7E%b7Qrr`&S4mR1f8@#^-j6WAd1>Bb+5c8U(qweq#= zjt1$f#lM;W$i4b<`4B*T*>&wkI|V+#r;F}Y42Jyl1e^Ig-A6_eXz0Qt1Qp3;@uVj{ z*I``W&7CSv_6hxbMr6DriU%d%y~z6g5v_62{EydccXn#P*Rhj6cv5$<{EIdoJ04Bq z)+aXUT}X`tyaawW1j4Yc@t!VLY52W2blorI<^O~4p7IczZw=qa{L-roAHk1gVAFdi z!oy+G0%1dg6lUG~7oninruW4yopyKjU9qiyn!!j;>cdb*gXL7t)=S40;~>~*ocI+` zcxd%dM#rK7V-K*uVabcHjpuKuy=YN9`~fPD#+~w))QO4^;PzmP*VL}w>|E@;huCXp zcVve>hap6IUp|7oc%vf?0GD?iOn*uymom~ENfLGRiQMuk4*j}f{Y2ZY(!wTc19XG}@dQX>6 z6^Wpm*i~U+;eCVchnE(4w99a*v9>)ru!$JIz$*VdpG`w0w6rKQ^3mF{z2)UFoqt%T z&o5c{kRgbh9sJ9wj^%%4Rq2F}|9IlhB*M+Do_98xRdzqUA9uohp0u7GrruXXUs~AP zNOa2Eoen1<=Kl0n#)qZ3zN^vk5Q^cgBe%jZ*fn4Sp~L6Jm1X?-D%P*E_jcYv{jnu# z4Hy9JuvR@iTde4Ixryq$mjB)|Dk}Hr^SYMwmVF#Khi~7QNt9q*Jyqi)QaK`A&8Lx@ z+vPzxyTY!7i7Q*w{FLg(drZe2q z8~gExR!7$Fp*H$7H*>n3-u&NJr}e8AshF3LA~+6esbb~Z#;KWG;y4cJXyN3=G)a2l zUr%IM_ z^>`cY2JUd}5Oeg2SWlQ*ou9De&`A39K#Dx{S7Ndl@W^KT@hWxsA4s`?0X zovPe0_WcE)Ue!#X_U9E^p$7uGcl@!4VDD?1YD5=2KFg#yr$%iOM;k_*ysiM`zfuqD zAw__9Dgttv?`}_5j~h~lScgJVVp2M_jg@c`Nc`>thQgkk#7U=fpv`NO36zxZP32m< z#du7GQcx*ubR5%zJ;{5hWMi5U7a3PK-FH#j7VZm;Dcb^!;$P?LS@>fyNp}%~qzEv$ z_=TV39}-FC1Vya;*hDtEZHej@SvqKK=mfAiR-_zWvZvU4X<4C5J$;oAnM`G7v)-)z8T`^|#jRJQlUf<{dapI0xtw86#!$1g!uVhu8W zBtF|@uYAkuK_&v-ZMIsJFiP!F{;b^Zf0YPg>KYWKSJ~Y2eK+5{t^KS41q%Wj0vr4! z6H<2Sc-K~!GyE;e4;{eEC-uYj-;WP5Z!iWh75}5c^RL?TC{Fk&^8Rg#(Q{$B)GjAu zi?9>6f+5^8r(SG!NjVU6H^R|d~zOJPKKNJN8lM>G@%3+Xo;2M}<#6{@ptDCC#R*-Yg z{{$Ir=hIMsmSGDS$0afmf1PI=FdCnf`GQj>{WN=9{P*;bjaOH;i(dyyFg9iTNpqT% z!251Ni{ed|v=&!@y6IW>Se94hQ-;7k%ck*fy0t#99GHLsDk!sa(yh(c^8>HW_R>3f zz`!D|>l8ES<~V(g08TbSd^*-~7>fymKieS3w?(Scyr4xZ;A$_RF0DbEBY%%h6Ipwf zNaRqr#LwX##y|DJF?v`%(Su?I)))Nt0I`<3Tb>-c5Omn;Fx(Q%a`A2M4#7sAxEq5G za7xMq!6j7#b=ZP?9rCb?G$rJYe!MvX!aq70UUrVXjd3Z0@HpCUJPwvf-f(vrSqwU@ zta11tPdWHE^{P>BnEzaEKj3^Z-@n~HAB>&-B?J$z$np@cgZ9%|jb*rni~?~Ee>w9i>?@9H4?j0lBEuxsPX zEu?(Ut|L)Ba`i!c@0S!Ic=1v9qG(_4W%5=q3Me^859jzn)fv;gs-r9LVM1rwz0-pCpf3!SUJ3s?!l z@<90$e&@E4iD!5-JmiuweuJ!A`DN9nyeenTq6J&G)y&q+h#KAT@$8$LT(1omEDt>Y z!h@`39Wa;d$Dk7C!F&dvR& z!_v2v6?8#CY?)T7C~AE?fWUju#rVrKT+H&5RV%-iw#?5@20Uz;gAsuZchI?~VvPIqjgLsxR*Sw&@5TVX}X0Qe-AmtI60!XnHZ`%>Ay7 zy^om;O&s$aI~#PIKf{mRx_w$2suAu4-S#d`c@e7JkkCtR)ps$}>|hNdXX9^Y1P(8M z-6;(b{21jV4)+oIw%Axp@gr0{s;wLC99`-?yg=F8J}N%{c{J=#{I5G z=<1jkjN%z++`oqhGu)4eE543(q;HH9(!V)BSS#jj^Zi;K}$qQR<_ClNFm z1Y8jpN8-B1Rmo$yhTa55A0@xD%g7 zbu9b*G`BBqQqBF5i}QP1`%f0e$l%4eIho%QyNt1uh04nG5D|qvwU*n#CROZRLyBy_V%J*LNe+3;OL!h zf;Z4GEdQPACqgi_P_Xt!E`PM8Z||Dt+7S_!D9N*36q$wfpXFo?Mo|G!JZM>pzX8Gp zi2Hr5aQu%a6GQ+c$qcyMH5_P{&^dnTy=Cr?NAeikXEqRQhvcOg%T5`^E_8HK2PJx9 z%Lbq`eIs1KFVbWg0`(&gzb*npa03T0-Wh0ekPUR1SuiXC3)(mq|uoM(O(ZqZ5DG)q; zo?VdIGoiV=yUrvr48bEc$SQ`Lgp-coo8IG)TF~9?QpqnQ?muQASK9XDO4NQ-UqpH2 zVJdX7TrFy5Aug`j48%g0f_<$1oxZRgk_=7!Zo5{YOu6CgeYwI3jb>|Ezaa-^&h&cG z(`>oh{NCN6*flehM`e^0hR=8zdQ(3jdIvfa2Ton^iXvkqM~1t9gR%za2$}nX0^`Gi z21etu6!I`+Rz=0#ENE9lxy*K})0Uz}z6lAW$y066b}}d3eT=+;AL9~JOU^^C0%z5G z*$O>Z$VX^k`X1AeM;)<`5hRoN9kDdDKZ|+$VX`CDowWI0>;}&YV%q4MyWZh(d9YhJ zqz@NQJXCLF;F@Nx2KCBOO=G;0KjUISIkbQCez^9s=99_5qo`=dWn(?@TzQjjuU>Ul z<6ZnVnvOi-F+d(6Xgkp5c18yJ^!>j-5%kgShbwyUZ z$*G%bi1IVwC1v5H{B_~AL?f~Y!8DF|r#wLA)UI0bt;@j%fiB38AuT3NLL3iqx8=eK zmLu51?ztsb32gRTSo*`+vyD*GFN0e8_~<(9Pbu?`IsjJ z|2a>#AY#tBMWq`9z6i!gtk6Fe8M>k~E7A}ziY4x3W=1_-DU^n1t|3KD$F)-b!SUfb zaI-4&hw$a`Ouc$5GS=Ov;f(zuLx= z$z&bZmjMf=&Syf{I0nZHa= ztHQEc`^+i`79n0;zlTa+=%&_?N?NQ z%cb9aCq4=OrJKv;s*8In3SD#xoWy~XILh|;aeG}yMlUB$)K*vn~bZ%ix+MG&CW|EqU3?E?qp|?-0 z``N*FJLbj@8}5Wzh`BL-pTkPNXCJdi@=uGzsY3H7<+_R}(@F!ZfB8~dP;AK6ozz1Y zCjKDcj-*A7(IOCyw!j9TrAK3PHtC{Ec)qQkPGTQ+(U=BX;vtW7q-h2-ojxbcn#Kwr zSPqE94r8hK@;>OV#NLuwcQUn?mZ6WV>v*jJ40b}V}=yZLRomq5y_pqJwli{6a$ti?fq(b2-sAud8gUng_@^U%Nz0z zWVe?hx*yWAv)(c zx@8=_O@&iG;!nkdr&V-Rz@>h!v73zPR7+ z(p3xn1TVahwcbvz721!XSe^Zr=w=3%zYwd zN>KT()>k>|T4ECY%WY5lXW@qq`7h4G{u=MUVLuUh<3ob8U23;? zHA(qp;N<;|g>L>JH@J~}%vicwI@sD5 z%NT&N=RJdxXY`pJhaaEy)`B#Ul+f-|HK3+2<3usQHr|?q>snB8^|f zH8l263r3}?j9Lk-FdiIB6#k)gUTACr0!Ekx+M4n8Y{|h^+KaSw@{!B4xZij_j9k(9 zJ~QE9CC}{9WrX$;^b#$g7EVwMnnk3T>kIr;4wQ=9csEu-#mQV>Z_ij}mOdMNa%+|7Vnz3(?(H&ADO;kmS+N&oVxBFD`_bcNn zF@DdU*`$3in?VK*YD^)UT8XTQT`jgbkXVGy1Fc}u7M6P7%0V$xbnL#NSjMazqROGiCQhmRA69akLr?7Kgjyl)wE zCA*9Eo~SAL-xUQ&O(BFZEy&OImVWZv1}JqxR_^|2rtrjpU@^0t{NGU0@#^415X3w6 z-n9gR7`BM7V!+uj#xWaJeZBtd%FUxtTlH<{v=`0UADTJ408eH^g#suyJ{wJ~M$gP| zf+4MpUr6*;PaUA%Dor7vz6oJx;FaCM3EjTCyuO7$*_u80*y*SrC7=SEz9&d2P9*(J z_0eZ_7VstdDd)DvvI&jCKv zx7VLEEIyM}HL;?=(2AxH*BuY|>c#a7qR44G(kGI)U{T8;Lv5xt?=*}%#T+DVi7*`W z4?5nK3eMHI89abq0xtqlHHcU?o9TD{ex%rlI+ws$X0f;!4cHDbbWOk$f-_b_OXraQ zj^mQjGVj)5hAdNGtubiXW96qzo;iu($0K*Qgn4e=E#5Cp8XV+rQY^YV=MnV_HplAU z7j$(tiHt@L;fMX4j7%4Ak)HkX;ODnPHZAa%*ZZAcRrGzHfFlp3mQFao&xx}K! zRm!l+&0&jfPT%j}D z$2YPiFl%xd2<7KUbYC z64Ca9tHz9g?H?fXOo3{9T=5Lr-1%RFO(I}jE9WEXA2CP=!|u+YB~$J4A9@*?5$9$2 zEwp2P-ltEr%3+PKj9G4x`G5-x$;3-6u4vkqOXC`lt+l+CKx#R}7Y8stu!AWKHLms@ zq7m<-_X=(doXAqKXq!U=krk5N)(4JSn$$+Uv$&EFf?XL5<5k)BV)8zjLlLWK+YDdQcL|x6!6p(hSOLFF2JU_LDMdYeaf*SGAyA9c&ZpoICy4<$7=E4|SC@ZNZ z!KkCn;hP$Mce(iGz>nZjw813UyBC8%MexDNR{9K-2FnqtcgrW_;Xd`4M^1k(;1bnI1#HK>a>1L zki1}5)7H@C(mZQ$Ix(3k?@~zF_B!j^%(~MvwU#7ExksW0s2RYJ=LV^y#`Jh&rmY6yoZvuf|y$Kfy#&UC#IE_^u zwkmNosvS8{b$cdkER^HFcYAwbzO(f*`WlmYQ*URY>|(xF;I^v^)Uxtma*$G@V4~5Y zP6U=g0FrAqKEThUEVUR`I7tgwvz4LXUHZ5`v}<~DUc`iTOW|kgHYE6aT;#FPFTiN{ zE$b0grEE~>;mV3G_|7wc5a}n~=l&#;`)k(=B@g>+VGmclCknA_iBe8CXU2t4>bLxZ7%N}J?pI3vNRnIvzs@&r#OwH4S#OI})<5$J zg_6;oX)ZM4a^qjbY8g}n^wN5>6T#k`~Q(N6Ti0Yg%eu2`XWpy%)EC$!7J=J?rS5ZjK^&?B{_@U*E37e!j$bf4qOD8fb#nIqRjB|-tauKSHO)rema25w;>Bo zzqhyvs+dC{uDP^zJ$*y!TV0?n7ue)b8 z%axJB`W!xYeyZ4}xZ#0@aGAco3+YpW;DH>TF1MiKK1V2F zI^*5Y#fqxMcg@pt&C~pY;D;;LTvHyi7e4mLTyZn?;RvSl!t&TqaWpiR_mET8I1OyG zc`I5Y{cb;J=lRb^!>+!3I{JtK%}tkEo1VoB-V0XpW4LspyqO0aGA&mEH?Wp1NQ8AP zb52rx3eZkTg_86)QFQ8|M|-6Z+z$OQQRmx#f-ex^Zu_5bhc0>r%97~d<`2dd>6!cb zn(riOe0qd(v*@rlBTEKrgu8d|mpnJ>($M5-a31~j0LEduo2+P0(*hoLo55_V0%ctIOFQyLMe8Ip<@kZLD;SFRc$D9={)w zw&6EJ*HRzF=TRNmaW*~Kwax8XF`BJX->o# zZ3;hqlq|MsfVblhWw`4C^W(`nXvNl`Y;;^k^TsB@3}I`&%%@ zvBW%vjQg=oz!ov4H6k{NwcmL^pz2T(J>PA4ofi?8kOTW$_aPZRf|D@yo{r4677pI4E-Ct)W3;T3@{3nsR z_VyB>`bzGWFV73BQbU8#g>R=9t8_OQGTsdL>lHf1wv!&jBZGc-^=PNz>==JND9gi@ zaA~sWc?I`;r{{6u4n+nDpB?V;zC_Q;ZbB*YAxK(NDjJ|c zpO&dNBMzHH(@y^f%8W+mx*cjlN~*`Io1B&+-jaVci$EngThMLvHw%_zdICtGW3uzT z6TgkMbJ62`{gz*Vj`m;^{JOdf*y|OOP);GP3m#SZ86is~*rXrR>~(T6x1?g2(e7;Y z+}%0iQ)pTUuS$~TXa0T$v>Nu?Xbq8kBVMg)lHJ7P%zV8Lgm!FFp6KX$OFy>c;DXQ~ z(?f_NJ}BXun)0A1KcB19g9&S(pU;v`WGa(u%gC`fGhyPI<2JboJXhX#702%ll}{c5 zNfyT$1-KqDS~2DA#wYLpuamp!w+~>=Ea723XMzZ;YNKaQO9xG)#FXm?UBy)vQx!Nn zbUIZY(F7hhH;gsye{nnG$iE|vL2-X}8sI4_<3o3zEm_s_Vr+>Y%_;&JQ)-aE2MWC-(OhP{}ZgNR9bgI z<^Fz??`c!L5~4qv!xg9xUAOa+3csE*L5-4KU8_QHC7t*<%6+Dq?hB!;;eF@0&y4>c zH)G`{B6_LGNQ5A=T}CWd1a-{-3R!0*oV1XS*gs{5;_zsD(=reJI2j!~hvSdY(!XtE zdmMaG;k^ecC6r;xC`S&H!1C^A3^0(O*F&i8%#Xx#(HVHLO1#p`lZ1ze211L0tN|{q z*{B`5WNaB*nSQN4tNk#$@S}pQyasDW(U!p$?17bNxU$p(RJ%Fj=9ccXhJ-n@FN62B zab+y}9rb382l@W*V) zu=NG?5EA_0eeBRYozpyx);zTvuE}>fT?{BNVBQ}zdW69C{ky^UX-4d2bY;K49+!i9 z=o{Qd?TdZYf;1Uopmo1A$uehz77#mcyNEd?YI8AwU=fZ!DL07Dr2BJ~3TUL0zUXW; zcb6)XrN=16iem|x<1~1KQ-$JP;e2%rJC-0zycAzO6b&3cmxCV~+y6v#`G8A>6Al zgop>yDUIt$VNIYAMn9NDqfwY7${wO93(y-Vsq(rKC)L$v{zxMl>^H#+f}`M44nl!P zADrc17xg|(Q0xlu1$Y6p^Zb0SpLsR5^m2ZXrY%gEaBfKHSJ^S$L>gY+=j`xzd-{d^ zbLVVvsB<`C`e5QKIBeT)zMYWxSu8vLLgIlT_3J!B0!1 zkjhlz*lq(YNKaQ4MEZV}uloI;!uS8praNQ(7S=|8c*)4d5VIpmw&boHkObPE+glVm z`McQzAcWt6i`b?-fDw=2qa6F@7eEl=y|Ef58V$oiOPV+wDvEk=#q76jx$|gQlV2*q zpPeMIm7#7$aGk1P6y>w$t=O%hL}g9zwByA6NU4 zfFBo$X~}_MxUTNsVES3+Z)%`jAVUnoZgmlwhJ22l}1u6xY8ReB9BHJtMjP+B7 zi>Mhbq1YEJCPCrZl*Aq3K}><9KD;kvK&u%=08sL`1LFJfcAcGfLwdckA1q8+nl5ty zxtTEi^xn&F7}Ules-se+lJ~aN^^nJ1;B?O~ocHBC^~;CZ9i`lhLYKqEFZ~9|hXS*H z?oBH~u5I#bw)SZ*e97KV<~GHdGlT2hM)w|b(HgcA(X2wqA*!k75>+e_0E6bah#RAa z?X#jCtvk(uU*YKq)h+1>6&UP_fo6l+$6xyeaT~BV!cnt#Y!@K7pG>KY$6ob^%v9Fg zHiwIydt26!Ho!^s03E))r`O!tWoO61U>t?|FoWJsc%_AgQPXLg3_ zZnf7|uiAqvm;2gfa8VCwo`WFaD?1HSr^!Hu@D3tN$UsZ?#|MbfEZ0&FCI=?kXd|l? zoN^I|R&lACR&f|KDiWm}_a@E}C%GJVOxa9$MmUNMRgtzc!Z8#yePJlvV5k5L5$b$F zw_GSClLpq8-a-sP9U*18o|l^5AjH}@7GSu7qJ##~4=jA^v6q^RC4`4eKOSB!S1q)j z`TTrP!zKVxM2vR1h}sZU}^o1kY5ipqj!Z2%e(;rNrvMM^A(EN`j3fwf`Fa)(u4Hs%}&M+U*+ zNqJ@|sWp1nuiNQ~uuZ|&&5FVr5y9uPvE2VV?-qU#?X0E661?yh7E3${tnahRl;$mp zeEcjVgC9@V8=%m~iw&pY?nb{*&RMfOWyr(9!TXT>NYE44gvSUdE;RM_4vEN~R zBje{mA84&JCH$ZwzaGdSQfUPT!7&U3VFsds6n^$Nz$2^CBE}aI)N9LxxuJ{&JJ&~9 zr89Gj(mJA$AQ48N((mr-jV!+K zDp9A|OJ`)?5@pAVkCUWZGqQFg&cppf9d;ew=2iQjI61h%PloM+UwZgjuXl5t9G1mB z&Ks79VS!47+w&!mfG?eyhDza$7imd7NHwL_zN_xchFL;`a*Ssf&hwPdO6OdU?VV_cTjj(7yk`v5R?VW zoml}-kI{DwkF@V|C5&)NIuc4r%%dWmPJD+R!M;>`O8Ll3EJC7J-kT>WzyaGed|H-| zhhO5R_JWlOF(@<~hxP9}8RDpHf~^bBe(fFc31^+GdV+6iZe<%)s{dOOGUfOu34wv1 zbc?IvG&!lJ<$HdZj)^2i8=0BT2&b$4*)X7Y2fx4BCHme>@cKLrlVlbKHNCGsg>;c~ z^dkVuHwm@EAP{h%VU-GW?do{}icccru=?nG87%5f0JPyJ6SaYA&sd@2PW2RFOPRB6BMdD$BLfzCYK1JsqStJ)k<%XyEa%zUV>W z96VAFxM16(E=%zMn`Fy~s+?RYvd&WrVq_XbU^}!+RpEx4E8%2D??j5oZ zm-?zc{bjP>$N8_Faj9G757xd$B zrS`b?$c#CPQ*a^Mv+`m23}#1H4o9gp3zxeD4oWit_K*4BdzdBrbG|OBCw!TtV=C{~ zz1Az0Igb#z0@j2w>k&lBo#@%DjRctEF~Kp*Fp~F$D=q1xLkorLxNtm5MU~LXGCc2#$S$srI!MpTGX3?cj6B)qepwU zBdBkvj9!d}XI<`)26TFvJ^yw&cZ!{OTKq%1EU)+38^)<>?~7ZfLsssob1aUSf>6xg zjs4aI6usMqP(yLybsuR>3!=oYX=`goxUnRa*bBxojFiN~Bg`e^0WKp{BRD|%-IYW3 zd+X3BnF%JT@3#}5J}z*v%Tc&GMp;oNOpk4(hL!egn|z@KYYDaP#jtptqTN# z1`qD;(73w>hXi+bcXxMpw*+^0cXwzcxVy{keV*>#|GlUBh3Y4&Rxg=jjyXOuJdw%R zO>*jtDN{i3aq~z0VN)z&PLCNS&v&VHO?n9aQMIWmmdPCG#kL!w(%yxz(LBPo>E&T z0c*aPxN<-AkE?x0>8-3+lb!ouC`7%B*B5@qEAYiw0=_>*n1X;904DW~^mvI)n8OT% zEH5Yu9<~j+H}~__mp>j1CN1x44|o8U8vcbg!8tzu(5-bj+mm06r%Gx2x4Blk>%OC> zBg}I~h9<@vv#LS3xjVH;?+ZF>P)iflI1Gp6&1H8TdJQRQkl*P(zkC^Y16?`2{CiFu zlL;&jm;|Ok%>wUdxn(^8PO@DJwvZQFsOi#oupQ&DE=79dsCf|+Cv1rc3upBv}8GYm!w(l2%+E?Qgjgq%y?%ioNtkZTwA zZ{#Q=b3;-4Ud|NXj;)JrKj>)|%mcmDygUtP-+xJQlXqJiD2XO>Y&=f*%aZZbI9jRF zXH3zZ1hykHLFd4| z3$jw;TZHdrR`&{9!v8zg=byiI$-it3cSiuxrz5P5SyqaJR3b>*%W5jmH}kg9N9|5Q za4;1eP4$Q?LhYB?@M<}?!MIiv<4=z7ZZuvgtuud`N2!xCa<#yah5GzBxS(Pncz@jp z$*1*j+;hPi$8@!D2eEvcqs#rXx@mE4KDo|n`|1CV(T9n71{%TrhKhxy4~=$-4ryE5 zwm`BF0#37|+X9wU6K{b5+Xwk>Zg{R{`gFh2-qw#V?#lW4q-bye)$bE7VFi^l5TGdS zNG`Ou(36uHeuDfRQ18^b)_@b##&3*84g|QqMmw1CMhqFT25NmE^IKLhiyOqK>Yi2 zTsVm9B5Gb@VRxKP*m@++>hGkmF_j6F2r+#iD>acYIA;bIH`(CY!relD=Q_UzYd6Q| zA0#@Yo;-F@-v*Ww@Ey9Vos0f0Ip1+}v+bg5W@ctoEa}|p{`3BE&+$o*g4-ZI@hR+2?GU7bnTp$H-*O~*8vYY!<(SIv zsImaHNHQDIFub;wo5k`di*uq6OXV$(jV-LU;+>uee2wy=#|Lhxn zEaID|Xv@Ok;aE_RE$zrDsG|-NO#i$H5|Detc{-x-tbtfQglGI}C0@C!fVmD%ZlXc- zGz0cISReq$63Qb^5RSF52L%%R)5Hdhk>3oWCn^h+SbVChxvqUmtc!e>{6O2JyehG9 zloWn!;(-?rR(TQg(eeI_nax-wuS2OnUxwwg@I0FZ)y1}X_6fHx6fb@)%5{A!MxsFv zkJow-mrn<-OXcF`-v0i8$Cx?9fn7WruM(v0cEzR>cV75CbQ%j zq8gRoXRCrOUm;ycS$9|xrx9qcZf5o;&WFd>$FZemt8j*iWZZ%|B5Ix+CZC#0hjV>w z-dd||z246jHeNkBgP>zO(7 zh)`3w<}m2c*b0{*G<$8j-`BhG&rINdVUnY+MB`ZMABlbg9^d1VK`hjW4<~_`Qz=cN z!iV)!m97#38$M6FcVd=BLsRKf>8l{p;+nRHb)CCzNV{yhK_`t$@$Ds2^W)8_x-yuqr!>+Y5?Vv%wcdGisyhFk`9$}UdZU5 zRuOe+gk1ne+Ho5?s3~ z5;B_2I^+aoSa$>p-uNJ9K6cYDzrLE2$ZVuvG)SRJj?8vVb*<((>znQrUrP&hB^l13 zcgaXloD?9;UY9ShIqBaB3%yt|oG@_v-tsoO9m4;$a{XZlsgm-0JVv)RzdXAf$e|;w z;o`h{%uY z9CbOIJYcvw)g`GBSxD}iJamL|{^&>-_zkyAKU^QD<9fVSdbU4SW#qJ;KaA)9HZ9GK zhEfjTZvat$`6y<#Z=%OTs|i0w2XpCiw6sp1nRuqoM%v5@1Oo?yj*!oLT#v*Zo76_dGL69dw)(n19LCZ0j)z9$ z{P3*uym$uQ%Dd!xnZFd%CaRK{j+t$oTVGB(&bZ`0-alRk7sT;xi4wG`2mWFoXVs2t z<0)~S7|mydRNSV8m9n(Khy>v1APT&mu^h@zq@={`)#pk&srQfbHi*e`q|YAM8FATb z#B@<#$G{Hq5Q~owf?AFs_2*m2Uu?iKtRE+dK9guJqq4&8>^DP<{O~q=eC02j;xQGo zIXtaQ1=V69W%>w%q&YzuJY|Pu4}r%>Sq`j$7KtPnI3g?pXu`dznShnOHFRV*N6-56 zZOl?#UI8Eedbd$jCRY3yyd%0vzz?esCdLPyEVOChb?2K&1m3~LQNxGX8;!5y$;N+Q zO&R_I75_+2{}6j3G}0@B7m{{&tY2R`s!x`eeZYZURU;)#bIyTB&>RA4E83ixP>-5| zwD5oe1qllW?G(ee+tXazOyGml>oM2P621&NCGFV13 z0%STls3Amt5yc!utDJs%N2GhCZ;lRCizlp@;1?I0o9Aqj=`rEg#y<*Vvozp>noFiP zB0mP@yTPUnKbL*Zmzi4eGqRr=xl693m=A9Dj319uL=1QavJ+w!6XeG$}2OVlLGEs(5>Peal=*BjX>-T&hxT@9QjWKd$>G6%=yj2yg zo+!$thf_jUogG!H+VLYwVYd-i@yZ@^n& zmB({BpU+xpzo~5}F~irQbtqp!gy7-TQ(;)0L`OxX^)W6O9xhW6cs*rrJ>!dC`4urh zqKsh3{IN{p6KZ`{9N|Jm#TQm)E-%ABB^Y)m6*ZYp-4 zKW_Wav~f%B_Ahlx&?NdwhU83O1y!>~aIT3>s-3EMx4eOr;T%pJSvfX>w8l47q5|gn z5jAvN+)45ILw8{Dv-WF})eJy0IpWHRBMJfL^ocaw@ce`VHyMO@9>FW3N&j5^IPwtY zcwNC)&}2u9$pmwNejK817}aA-sOY}Baah^s7s4riD;>nI6$NvWtN@7|JHD{ zSKwe1`h4^vVH@4q_`drfKkdc+O7W@2GQN5PY616eMS8xvHt@e36`BoI>ru_`;S3fM zN3}v=NZrKUhT@@|*qqt^vvGksV^`Id6d*Xj)_b{T<^Qw;^#9K!+k3^&ui{BBATRNJ zk6N5RFXW7V($>NeX@XO1G`{EKOZzLsWxKL(O+ZWr_`-g9grGvmR~xFK=-X~7FiB$4{%V|= zaitc+WI3CCB+EPJYvf|m^wLT}p2^*D{!n%-8Esy%fk8)ZI)f}BB#CyOH{m3Xih|FBJ6x+Bj3$!OuOtc53r-FKm zzKYiOYb%suk+Juhu>b%^8N$R8iH%rfM##2dB@ISx3=td80*5j&u5f7v>G-iE(p&^*fY>0>A#XC#rD2{EEL41AFJoH)xoC%h2g1rpj$l?q%_W)YODRMr&;-+vqm zR0u3D+WvQTpgQfJN{2{z@tY8&Y)~(4exo1*uNx?G#kQ-C4UgFS=u4OgmeI(!s^SoN zY(h4SxRNX#-~7ck?v28z0rA7%zm><_l+8+H;|YnW@|%`RG~s-L-$79y-%oUX zo{ddlhinR6B{-T*A8{E8Lf*^X6?^I8;0x$z=mV%LXw3#`oIr+GrLS-fpY>Q)arSUR zey|!ML2+Vv&>^C@A;RJSGKxC!KJ%y~ML047aGgy}zG{I>;74cmz0T>UQyBIn^B8lZ z*{)cD*caO^?~l#H{yRjKXn_p@s}!wt1`T*tRcV1)jXYwwAam$vvmWYT1t(N6u8^$N zhP0W-ee?oCc-VF-LsXZ5a0l`62pL8cI2lZPQ7j$Hf+~#3rgS$dEU|Q~R}BUO%2AX+ z1_yqgQ0h3IVrN(uKI;zAvc>N!0Z{N+{z4^Ob&B)c)qYzO*(b8zz-KRC*U#Sp zH6u0?WP3O{`qnS&*XmVGa8`qS64g(pO>))$m3&2*ue{&NMOEoT7p8@}f?(o;Ao$;| zME2i7hKK}w02~wZWE?{Q0w)oI^6#PK4OS!q-lywfLc=NfoZK%nPQDB8v*X#R(=yqB z;)y=08(ah?BA10{>igima5)0!?++SJeWtG45cN34;1Twe4_3NFSF5A-*x&Gw|AeO? z6PwL!2Z7sxm5p8p35ln9eTE?m&IBJo%+DndjqOoIvG)yKY+smlRgm+t6}n-3O$-4` z2ThI{zw(IGBI8?!p(vYpOn!Qqg9LuyV)uBTH_5|2ZndUZ$4Hc7by3cV%yU4!VXqY| zg;a@*Y@~yid#|)J#FPW7e2s6)C=>;{t4Xbt0m(Zazf9TDsdz54?6s(F85dO>3?mb| zzTCoq*1}UCOBnc;!IBnye!3I6F!!F8DCOqRq+fwd*p*euzBU2#A7=-Rzrj<%^4z&z zywA1rWIWlDoWkKWm6mi5I+Y9;1)~U-E8v&A7ttnc3)uO70e+RdXwK|Tz z8qDkzr!z5$q4_|9;Y!R`E^&x>T~7_Vt}rTJg`vJ=+yx|_lM$fu$ng%unCfnMPTOf8hY-MJ*xV~<=N)|U5)=+Y ziWa=`7cxMFxDL)2lH9ZqB^C73FhGX6`^dQ!aDCn5{^j)REn8wTPttnws{g5PX%)&g?nGn`$Ps^ndy#DDzG zoZMCH4w~dU+@pqPTaf=lEi7z^3V@Z!At&AEM8~mBhDM#Lzpi7GCQFeN1;z8bzp06h zPFhTH`&jGIvNi`8YUJpjC;% z&EXBfaqT`F6y7(U@VFqtg=HKqCCDV7dsW|G=zHfa>iaZU5y)r-*v#kc=7J2WG$kQe zV|zghOj&|dK~)+BQl|&Ll^D}0yG({z2(*boRC;*SMIKGmN9Eb7q2+*Po@ME(iZ+NG z!=!`~3O9)#_)7jiSIm+RpHgwdA-^iVekN|z@pw&C4$$WY+2cA&+s6P5cF&P zko&4yHQu<;VoWeuR@{+-oS3TPVSWkhOdD~hD3#h(uSQrcgZ(pBpf6f1wOJ4Tb&ucuhw|o`Y){?0L8JG$IKy;zgI?KL0P!sHp)1yXgVS@Kezg z?k@q+rgmp{g}KOc%jWk|7*;V;T4WI}tm`1et&oea z9K@cW`Tbf-d0kHWXDY)qvN)M39sbi}FvI%JkA(Ov2bkQS>if9_>peyY1($-#DLuQu z?N+~6MkG+sG%%z~B@qj1U>Xz!1^+bo^X*mSJ-Tx2-vH7^2o5=@F4RwpSZ%E@a6KZM z4pj{L!X+;jg{KB~y2uxM2J;c5e2!!)Ur6ru_Kqh2Yqs1}sHEXT>sV6gQAxz{pdqiP zZR(E1rR@A-_^E%l-$OBaH?%yp+wmIy^`}o$XGh! zDt;T^GlGR!ae;tLpM6!IU_|fOu0N;>+c@bFLfqj%qEP-YQXzj0lnj&66dp{Q?bF#xe4c$6GM-radDd<6FbBkKHC<8da7p@pUJJ(H(c z0UO}GXecads>$0hE^$d(CikPuB`{l}De=300%ORYoBs%!BKje{KoWWQE?1MdXxh(W z|1@dT+CfTR#J`FB`-Pi@{oPgDo6~1iCSxkmitvoweT7%o=3}K{Qp~l?vi7L)Sv9a* zs_bHJa#3z$wKx4qfo3!j%6%9?W-coN0kEBQ%?>{fJSiW61l z1hC3FA5&R~hrHe4vu=~{ajkPwTTJAWU2ZZfiKIN`Z#^z=!+Qx>1=f?05hGQE9UfsK z-I-HpCH14#36IVk@mt&O(@5&?KaC08NBY7w6?|!^yJRxv0+`!)Ujle51JP-2{Up+{Ivq0U0SrTS__ORD` z-`k5S8Ijr|oU<qUT$6D zp-Dr)h=l4}J@>Lcc*E&V;k|^9JF>Erpu35qKRID2#%Rn%`tm|qV3h}j5gY9Pd~59oQ)b7V~(xCZU--S3e7{?>@!6D zx*>w+FWj(w!$lWo!RLfkh22XalwHBQMvD^U()LF7rxxL*nE4XRiLkRu!IuERFmi1* zD4dS-jB?aiy9_4|b9*t}2~Ry^`rTIX>rYq^cCEqrRHexYLLe~;@D$(>CnnCV$Wq(` zf**X7DY>#;SojQoKnqMlM6hYm2C5SrDw-tU!H9I|N0D~Mds1FRw^B+iXKR!;QAYwa z8476tu=ZHYgI6X4rA|Xk@woebOo1nlNT=b~X#Kgb?jO6ih~*jZ(OJ@20}+nAngj|Z z;k0H`7=y956+Kc1? z@$j`fZe%{;r*cAsukAlA)5L%C!ZiG=mHkhz8GGPk{fMy&X*;UgJT{o=8$R%!;I9K)ial#)Ej7C(E`B%n?q0i@BI zUxbua2sLMc*^uv@p_!<6dv9D!g9ZQL9v&686o z+`)Jkj_5(}QfM^yEL+ASfW7_PrTgiak^jW|?ql)MyD@Y|JnnD79}5B{+Kf?u#FI>R z&jGtItI({NSys4s(;~mo-iS5t&esy7kB8sQouf3A$+h7NlrL8CVM8r_rayv(nK_h* zYS9}Ph*g55=%fer?{Hnc%cGn|SpEdwP98RF>+U&0h5r3vUuGX1(N%n0>Sk(KRkRo`+ntu6fvdAtC(!TCKc!1wmU6if8B;&xde z(1Bn&h_7+7w^AG~eHR`a-ux*#!@@9+mLPCSi|h8I`0){M%hA24H5R=!?_uR-Scmt1 z_cT@K^X$e{F|u`$DJWqy+2AFO49!^RH3z3C#4kXhB*Pa$V4*-@aBM+o!OS4-^b-K( zebxP^o~Fh?qx2KMSm$)~A(5sBFF>u+qfrBj4Kg=Etwv-|P?Y!aS~QRuVumUIYs*7E zEs}ne81@I-&ebc_&6u*N4vwTqI%m{UHtBPS5x(S^Bnmhfm-TtVxE0b z{x?c_&!5mX`0CJn#()xv-}2%wSll^-C001$@gmY%JMIT@T;eK&NWtox>VX4@-{M}i zFE<)39~n$D61bPBD|nyvGkIBtaP!HNI_+Xg_2^#oN%X&G8`!WVP^Ia}AB}l;raYjm94!yALWA&u&&7xzOorwax$ErmG(4 z1~btyt7u;mE*+L@w;`L=u-v>RuB;;fhOthBWs#K&v9=Gpq#_knnN_zi&G}VWV>WLt zn0FoScDJ6lc4drNzcIxU&gxIluQyHjdVDktmsYy@41%6%UI{H=V62v$XqkLe#qofA)7SZjV{WAQlqBMC$;Ca>#ncFnPhPQ zs~_j*zb&u{FL|{S3Qxueai6oJxj$)ku^~@KR`nq z<3q6KbF~BPTxG=WZtY=&e=9c`wSVIoJ;|NkgAzeX{~kSYE3u}R!eo)T^N%{p{AChC z8>d1pi2VVSaw z^-8(hYIAYZp^@ZxR5?C`G)SLxvP1myYg2X9GL^ayDSwd-A$JBh!+_-DWb} z^zIipCXGiB%A|GMm~^2hHGXCRaCBLl++xxr=HS zXPf30nOp~*GZGp!8i~eOQgbViO?Xf>rTqi$sa&(~S`gd!;-pnQd(^Uy0Y7H)?QXY} zS{kt|s5mGM;g)OyR_v^rW0~Q*Rvwv&sEVSCth=V^`jrslTZij`)U?z-PI<1b8O3ze zo2Ky1BlcFKp^xE4(>UyYxFzb1dRht<+E) zweruUcY?3rgDA9Pa?a%U@|x&xL(#a|OpXT=Ty9r+Gaug%1&8TroA!FTRNJgq>-L-0 zZN_0!YInB?mvc{XnpN`t_1U&m*`~d&M#T1yYugvpJ_q=?v3@&F>4%IuTK`QP%|Q^O z*6s7&Eaznj<|v1_=9A04$AEv9IhwbB3$RgFx6H5rDWJ$QgA6-X2#C4fQ)%TK$uL4z6i zQbw-#o%uVfeY#%A`<*JzPx2HpcOn$P{pcT*8u|<;s-$AST~XK;M8Y%`g!id!>~k!Q z8}Y&b+WrbGZDP$<<7GkC9E!wJo@E_t{Qc5uUfJk?#W;FMi(;G-_5FIf;8HzU!ovw_ zBOWp=M)jN4owu}^AV=f56-!wG9{i8*s`d#+*Zs)Xg&{PA=h#?ePaHff<+ZH?iwRCwZ+rz*9c?mV7*=)dsmN=@m7 zIvgG!tSk834aaQ#uECk1e|3E2k7#c_z{W#>sKu{<&`*b@P2~PE1HQix{<}52> zbnxLf+q;h)&-OqL-t{`mrBFFSRE-~_C#Jp+ru#iAe?ac7ulMf0U}A*$zD`e6^ZLbF zVac6E+d(CLY;u&<6q($tKZFuqB8AheRvr4DQ)cM{^GuJTW1ex(nTd&h5LmOMFvePcGJ7giMU-XtZp)$ zq^G{)CtOu1xJhU7WJ2RUV%bzb+X9o_xp3=GyXu7+|B?|zBn~*>h#HUqa!#{7s~>?M z4px{3H_tq-={~obj zCjS(UTLKWcA{qu!z?Cv?;>M*EWl{lvivdVH%R9e(d^;Ul zj&>fpxB&9ec~!k;QQ!gg{7q+dxj*M>(G zZp0fQx5(g|f@E?sAb(?juUb55u8 zWBO*@E`7*#oKed+rkx0{G&*9`ocv6!!|#z~UgD`XDEcW;{VkjwErsW^sS>(6o7(RN zkAtyt-VI*Q4ytodvN#n31tx7(%{D)Rmt(8tt%-*hxH6L90mB^F@-O+Mj^SdfLi!8_ z=yi;|;pC;F?gYHE-OkUNV`kJ+4lz3s`c~H}op$Tzr$fBGva$-&yoOX{-0ro5?R9wG zuMr}JBza|nu=&*dT(>F-j27`p)L#b&l`I z1DuvzmSbXK=UQjFuG}84xi-0)oowCn-yw);D_fSbVMRW23B7&bxNpZQlriPV$>osu z=gwJTLwmkSUq*Lv4EA$yZy|>fmq*orO)A(4yvq^Rwx%6P z8F6Ujb~rf5ncA7RhcB9+cebQ*GyziSM@s&byanye=o0EN)V}yxfw={`?5GR-HAjg- zCz2hD($|t)Vs`a<7=$B&jfHm2rW{KGlh%#~$|$R)!&976v|8piR42v&&M-{HS{1_A z{lA*x;`{gfY6slMaJl%EsnuWd-u*>#TVg>c{KYPp;s_c%nhxiI%*d>!ZD*s+Cbz4Q zX0nL7tcvVZDkDC~FL28;i5X2jz+O)6DfNq)Y_#&M4?Vu#nLiR0zwZb=5if5_^zi3p z(&eX4%ZgW)2dBc;d>+x>>T7Yh^wtp@QbOt{yUrTbA|y?1fo_TNT)jm&6Dh^Zi82Ii zs-Y34TnF8E*%0EFn<8p(iUq1I$LAa&4|fUI!ETNL-O~)we?iIxD|?nJdmceL(F@cH zVr)+^MfzU0E0D{p#ob&UtQtPj!^G&1uN))3@e0?~Dh$xaWxu{Yb$SSvt!Q6vSvHI} zWkkeYSbzDcDgeE2gU5sMFy-hJh|B1WHxO$c1}(GYy3Duu=z2luQdi$OpYS076HI{w z8$nDqO2eiADBE$kyy*k>?G8t#PCra(7`No}wDh)D@H0JtsUpPJm6aYk{-Ogy@a0MS z7Z^4q{o=I>F8I2>Td3fM5Pp}GjTSN+jw5o(v)1j~Eu4(3pGI^r7X$rQ(sXa}q1=+k zlB1CWyc^DvO`?X2CQ+3P`(`3`)?CnE!@_Kj5>{gJK`|?cqptDC>WGVx)j;s}bhTF% z`c&Ki^PCJ3w~T^}+HYcGZu9~ZI%U)G$?Q!0VDrNH9DxTfo9$GrUH@=^XkVtb5xjS@ zrAUD?@=J!(O@=23^tpEu@7~#4&5fk%{xoommarq>Uyx!RpXRglYNc+QKJ3f~*?B!S zbc;D&({FM) zl$~D1?t#dl4obNjK7SF@60T?0?OWYc9W*ym2irpmIXYXRW^k-F*VoKfrrMe79vU@L zf-77PWuc4t&QgCOxao#m?CoIhz*CR$weg^uflLmh!!bP~nLvlvRGVL;KF0{-*NQMX zlQghguq9DgQ;RIWhr-XP5T~oVKVC$T`1X#BGG_r}5fJ-DsoYm0Y2;0AMd(~=PjreR zfKhA`KK@{;cBa9^8s{6oLmkqnooHU0N{0Zq@!Ba^G~i0mCE6q>s7_STkD7QEmC^$N z22*o1&KsM&yP{3u03364Uc7dw;pTn&M`Y0zN-$g->cw6kC(o;$tNonU=~FCor>3l6 zYr(lrGh~7z8)(}`ZpwEUo>Yc6quQ)Jo9k~3O>1VMs|N3|qlZ2fP-mGpafwmR z<6S_wnR6pI$)nO1{>~aj0iA?0mWYQdSgJv+EbPvgB8DMkF)$kQIxJ;7WKW%zkJ`7X z6NCZX_pjXodxWchbZ8a+^|9;!x&6AMTZUm?l9wcVcHOpe^{uYvW>+{b z7$ZHbX+RVrQVwYj3-{fIO||o9@+-9_Y8b5Ss9gZNoK+UYwD`T1>ErIJtD$&#@FJ&I#Ee=#5d0mOb9s0@%o-#r&*)jqX8t^U;9h5 z`oKpHzi6#=jXI$!8MI|N(t#icCkH!6C#rgqX=mRTR&tdG)I%q_{ACH9+$HQhVPka< zBlD_{+a84tvJ|@;Q3&!BG^_iQMTU$_hr#+^hggY^ZI^tT-Z)d6>ox?{Q}GER9ek_V zypXwwSC^!JV~sLLb+v*RzaJ388B2)*VH9=JzZ*jdTo1y+a7eiCJoVjB9BT3eUOKks zrqiopyTgd|NsT32MTcV@_FKe@uIj@XCJ9mzppzxbB*AZjI6-{8rbbg0^Ytnhy6Ibj zbc49EuYK#bQt}FLdsNOu>Kod;oYAoe7A@N&0idbCZ@19x6iWYEKn2>XMw+YSr)K}I zMB5e!@QrnZ7O2b~#uUB8?L3&?L?VjlhL|>R7Vj3EAk?@7#ErBRo*9ZhD%|-jWg?_| z&)csS#R9R8UM0;gl-=;W&pSD?ow6QodcA2=0;Jo>`ZJLF3Oz4hPN6qH1}&>Y9t=*v zFjVQSJD%*%ZS8GQ@$WR6A8a}~?c*up`aUsry=pH{x+=GTF9!pe+2w(jg@f$RScy`o zaR|4(7L_?V#l>{&xW<{m_EDp&Y0Lc3@X%0{@+vWfTT~(AIU@bvL&w7MCvbrv0ve6E zOmMm;+ku&q2ujH|AQl#>#NHC2|NDC2d7$!zh>B4&$?Xt(M(zHF^%on;8nOn~v~{-p zvDCc1plW9wT)c{p;!*l@dZ|ntfhXdvDD9@^H{c>`*z7q)@ zMRn~b!Kyy!?sY@z?>0^o%$arbOyc;y|UN+fiG8a?K;Vb0KA{o9Kd5l z9rTnV2sXwFes?7)si-%Y(kB@ilpM4SZ_`P(mpxLIRh+MbrHf2j0QZXbmApURc{o1j zt&LnW6}zFZ#_4V>E{L6qbizDJZ&|omEUgQzd$%+FHnNOS9GAbF#(rR*J3VR2Sq?2X z@JxzL@8voqXR)yT5P_j4hNi^@{Ap4mn=2*IJUs_kX>qlqZ zG6pxJ2GAn1Og{I}6Z1yaE+7H*7We+jD3p_l1i&hq1UT45Psz7-@?2lo8DFtXPxJcj zzs+9Ez8^k%j;19j-HN2}aO7pb%=q62T<0auXFFyps5_OW^@DG$v(2; zOP|MfJs5%3Pi(?G^rA1(G^9xW^i}}zA{e}oOWTIl5%@1OoM=3<@ycqoN8{;S)A<9@ zj->dxkDFc=wnKgppGr|3VHL}bqVY_egV;lCD3 zBNa>Oy_K!GQQpGov4)>3^Ia7Uj{`aqy$Pt;A}YZ|ic(%BDQTp~!KHD(ENE+ACypklnq6Y=#5ca%-JFb0^W+lp_{j9>J%Pk)Cav(`7MfCUe*SEFF7l{8 z<4mjpCJt3m%HLzX*E9!Gj7>64_Y~dK9li?bnZvdW%@$j$t+xv+)C5VhtAhfLq$0=q zbmUdPmnT8*oSVCg?cBw?sXMX1ktg?C)sL!88vj#-QvFkeLKyTaRAHQNwqqhi9d#lR z@>}5u8X>?ihe&;qkM^;{0}1XMWy2S=O^nTqTdSS*dIeCMP=`E+l}gft1m519-l+KP zYGH4I7tsBxV4ZpqeY3#XVb55B6;Hd(0d7}+i!x|loE7Rk%;R+^mhB}UJ<~!Jsn{IZwXyS5C8BYE{v_~DFr{n7ZIBPrW-%gfGse7Zt zy@`udo5@Yke-+Es!jnxawU&Cm?T#i%5yYirpJR>)=V&3L;F7c#?Lay(BU-~ ze<>*$1-TYpf;Q8SmZT|3rJ%GR1};6$BykH=TJFh90nBN{t#=z;Bp1R4GHy0f%~76S zs&+bB>vDT60n~oZB>#pIR6Q!KrWqr4_avz+)??D{xI7s5A*X7W*vA-8>}5&UJ-f%N zqyS7X+-HvUt%;I^(JM7!v16S|fzfxcir?lZF4$`9Mlv=4ntLoLtq zpQ_njD51v)T53&{_&rCzsEt3#R4$b1I{;`_3dMd*O1F^Uk@GN((q;FSS39nmTb^6_ zn5+pdk#sp$fEg!uXencEiLMoZN8Hsf5p{hfbK__A>caSWDq02_V!XL{rjnAvLei&0 z-gPvP?4$@|>?;d}hy#k00V)#14Umid>3*oZoALf@u5FA6#q)B!FPrfmCHBxS@f^~h zDQ^_YP7WmTi3%9p0)HeYO0o##lBb6SK20t&f6tv=ufA5F5q_kyHS@UEu(G$av2%iJ z{h7iBB@A>7x_1*y#?31kXbv?EY)nq;moR4Q^e~oy6!-&qtHsLyUe^9Jc6=X;ZigC_ zC3*SVM9Q-Kc|}r70;IfBC3mu94j3X4RtcO+-`Gnk+O@TRdn3D0$8)%`8LxkTf(!Jsi z*w64a@gu)H*+>r9b0gO`FX|KbMA)~3i4a0D`Kx%)D;^aVgjTM9Ri=3A%%^$Ieh-q( z+y;=i#=g&8z0EW)nB6(+bl#n83qA@l_}F^_68COR9w&#}VxKQ3fteL#$RfY?XWXSn z^f%TFNB$W4bBHH8ARLn_tEkfqhe6~d7h`ev=XyV^%C2*0Tj)mMB&r$njO~ND8)p$R zY%s=GbKaM)WQ_uLRMxygn4{6)W>J2sq$IFx(11(#Fy_v+G&^3}C7VP~x2<$O>0kC& zqG`I`xtv{IO#kr&?Q0hr|aiS0XlgurV2CVm#khxicpVZe@5={&-{Z8&MG~L6jfwi@@$z#Rxv6_(Il7?z+77x2#r*7#u|!` zTEz``{U9`94NZg1e3&T3J8Z`ZhmRg^6laaIC?L^0dG6zX&3m@_*OfNjj;lgO z*z4i^DnWh$q~o*=*zec0GLA@;63;z(o^SrVOkH?R z8U~o)8?J`MpXh>>t{KrK*d(xoJ6^dxzc#O73O)R;cc~|3-oWD_aT(*luSamgPsRuL zhV?8HW)voK~!_^RXcK9D?PttPuS- zUMV7(Ht$UbEDNkF;z{?XJXmQgxs^EyOm57v{w57e4hsTYu7e+|IpdyRvmZt+mjQg6 z=}lUQTIcC2ER`HBX=2a6!%Hh}rYlnjbYFbWy}940igqZaZfzs<&2)3@zbbA2m^VPg z5lv)5fIKP4G0$2dUCAuo_{6(4LjA-(4l=q~(zI=@DaUz0tsny*K`aVLAn?AM)xV0& z1@+?o@vrp%L-+2SxneZ#7PAYMi_(6@IL~wPF5`Ke(Gt{5lHHUo)?%oOjY7JR#MJm; zPxxy*rl~X*Pr}9J<1l@c6FVf(#yjUFnl|wDyb4dtt6~Ht2huRAA4XYe>hG4%U*bbl zV+T^yK}B&}9XCfeo~Po&)U_7!CNV-rDpV2~5~Z4?7HoW3qi#bqLtWwE&82qI%a=w8 zGuR~UD-0w=y#6TnaqJuo;o;Wb?1?&$^?Yr=$whkM zhYfG)M8C|n43$;^);=Sky>O|04R?Fq#`0xlTkIDQ3Ui;#>mt%|-+X@`ZG7`>A_a|G zmh0tb)@?Wk$$D*kWuay@pXH_TvUHb|&C+YG?}l%a<=cM^M})Ny%YSwCnDU6Uy}>DP z4AH&vqlYz_=@agz{~xyAF*?ro3l|O>Hfe0TjqPb{x3O)Tjcwbu8{1Z6yRkj{6eNg}@ zIPOJa@U`=8{eB*fYGZSL+&UYYJf-$S5+GF#RhH4QRaU!~1FV;TkZ_HcTSU0=6_cnk##LjJbY0fQiDd{#% zj{9D^S&ot`+2z@mnkClo=KfZNkA?NMG%Xt7%;ynIO6np!om^$>kB7GrZ5ZEeq??_r zcy|KT&77x9_@TCt95DArGZ1y?n|IWtXD|H7RJ#)1+pPkDXR?%jL zIIw#-Ju{n3{@F{+2s|M?8qt01Y%O(pUJHIsDILaXe(&9rKz?ea`4T!LA|3yO2U#OJ z;DE;DGdC4Gc|VP(0`irKfg71K$)WWsj}+*3X(Bt5E zMW^D04VftRrPGTA9ThDPlSBKF?t;etR8{A-GDx|Ldan*W&mspoyD4Vn*#WZ(0BXGc z{9R}&nVrR{6ch+!}NJa+2#_(UPJ4Tk!bwyvV zHMfUIxYZ{k!Pw+{xiFrzhMVb!FuZ1qoy)>tiT|+x^o(zGy+c0qfJe*1vq2gO?`>k( z+~P?ZHY{%e-{s>(T;h@hbt2QqP2iu8r|m0ObBK8{?^iIzvDuQ7`QAt=flCt$DSYoZ z6}*L4p=c6iy&0h<&cyXLewp6NE~Syjz_yNLiMDZ!NoL^2idHI#>$;W=Ag41s+PDjR zGGDqP*;MpvvSR(eD!3zT%}9?BHeR4>v}9tH#Y`HpV3aSqI97JRoBUB%N&s>6A=#`@b`rPo#uTc~8`&Wld z%Ga$ba{l1+e%gWrVc8n@_O8{+8qF(t@@=SW)d5+C?Hh;V#%&Vg(LqiRHpX*?tcLh5 zjH#dJL6Y4!jR zCo%46Cop{+jf3B@WHrxgr)Sx*#c@j~@|ftpOg`6hMJ|)wPWOQo z>X{@PHlR$NPnXY-8E$CKaTe$MY%D9y-;!yRdSN_+VL~6_O7;t++Xp0Z9`<=H56@eP zoG0qoqwqfq3V;hAlRSYmrij7Yj?h`2Gs(eb%yH~i7->Bv;30Mz!^FTYt<)3~bnbm3y=qA4cXHqAl|g4L#TE_38lZDmz_O59BI zoVu4@tsy?gG{qL(am^!Z;}h>9shL(kcDz9XhbH{BqLl3HjK$dd@|r09tYi=>`$p{ zT7n;4n3QRwO|*&Df2||d)3YHTHP&?S*Sll;Tn=`>Ps&BpF2O5|ilR(~&jWs5lR0MW zmiIN*MyJRRKcWK|yYvcZnaf0ErZr2Q>p z@YC(~P_ye#R3w|A;1df6CI|5zB?tT0hieB)7OehydtLt~eZFf(C((w-m4mZU&qTPJ zz@y98@77Az*Ned_e1O%qkByNDmzV57rz)`R^!^8%PT~Ke9`9s7^$~$Ch5Mb4 zov4gHc?`=Dh5DiF!>@Px*!`o?%YqYpFa2BDo7u%`%bI7q9T=M)T^B%g z@}e47a%@SA*^16-!sfj0lSR_|7{y&P=JXwTKC4{|dfVs`U10=Ux9Z(oBxW;}TIVFN}sG%s|~?DbL>zqhrE4iq0&gIUb**d#5Xb zR{M{B57f!K71pwo1TNC|u^WZUPS$WdqLFXaE_O8(#{iRUo(3mRuj}E8KQ(_kytZBR zx)=^}Gg+dHPbMgZvc<|X%ax6pim8)cTKOv3-`cnk_yEyay^X}R@=1jBye4|97VI{1 zb45k0=AfI8yPA8@s_Oe&=>1bmd-?wi%g;Ceh9{)A$;(MW9!F(8BFkSQJ0c*cl=3aD z%B+-b?dnW6UYg$)Zg#D%yxA@BV4COBK%-}40dpbOz*HG{Wpn>xachx*ej7U&P2$~8 zl@8u5IDEW5EE<{|Fl2kb`ca6?I-brKGmBwHT{h%69$(imx%%_;LW$1)+7diKXyM4f zJ}%i%hIY{bO=0TVyH!@nHewnp4Ue)VCqzR$_?s#s5W?-QP20q7{=p{-=pE6j&eS3X z23JGSzQ%}stwoVrdTqrEOaU(+f-2MyPq0;&u_Fg9(c_?fd}S#nZ>Z{>_3wK(=8pPi zPB%}PTJ=KkAZeAJr7%?uYH|~T_R>YvEFgcT?1(Qz{kSJ^Pm25 zJk(Ok0f$4Ms4G*cARfS>65l)Dfgws!1<3s`wBl`lUr&=2{t>LkP7)4NQ%HE0H{#;n ziOi$s5Pm5YkFwRdGu7~<}-5wPi|Ma3z^XHSMP>2&|j9ojVqcw_Q`tAI9yBhy(N@N78 zFCoQ!6#H4?ndG}S`OwqWK3Lw1vt^vaFxY8~C07$9?<~X9$J&qpjW|wm-yzgzC@m@< zO88a#xBYGu9@`^0`NU~?TI`9@Qny^7y06rp*8X@>2r`Y3xW{n=<7`=eb1vQYF+OMS z03JIiEl|?j<>6#8ReSTLKRc!noeWDwfNr(HJILu-lxuTki#v?t1-^Hx)XvpG&tp@X z!K}1(VN762sPD$;K-ENZ*J zk(mU~ctbL>&%zf3^dTSk;+?bzKfi;X)}^}t!9jOMwEV9^{aRyf6ppJP{|s2=L$kc% z7UMaOQl`~!t?XxyEUe6&PV+4CiN?$am2Pt;z?|aVKm>$nUlEa&%(gtX+Bps>@X*7@)K(PiIfw=ttC3 z!sWcMPd(@%BZx2=LY2#=Yk{w8KVBsxvfy|kk=DGg``~sGZV{{NuH$8Tx1Wc(Hm1%@ zHOn5yXmYi?yLl(BSOBBnw|$`tH) z-zPxI6-M9N=&*Rft7O;p@Q26g$lA~Cttl`uH$rgEJJbza<7^XKd?X^^s5olydmg#% z<##xYtQvwFa6*4pTQfTR{;BRlKfSqE$x;to>$-x9g7>Yfk1f=e*NbhSO*WX(52$K&WB4Tf z8om7-4feJK&VauQtn#G-2J-@lUfA{JjIJ`uskOb3r_IA}`Z!K=o5#24ook#f6Xz5< zk$CM*aZk-#2(ksSzd3HfqlJ*Do{ll;c5xpPE1{zJ-3;Me!yoh`eCT7mc4l{aI!-Nd z5dYeAbeR~$3FO*P-kJTn0u|TKM4Rss2LP)*9A#t?e=*Shwp+%f)_Qf8eYtLqzVV^8wgJyeKs z=e#u5Dx9`-Q7Uh6Dv5#Gh!XGOrXWeau3z`7(cRh;1doK}+sh(R7udb;?hTVIoqGMy<+uzDE$O zmL~NI_h?ASr#j6($-a(03Q%UTny&RX)?0tmJd@o1S-P|VVed3SLb4o?jht|h*cSAW zzcW5}qcC3q;D$|P^s!^5%Dey_Ga}8Ih{1U_TebLpqs7|inJ&Mva~mTpJSXEplDNp+ zem4ydE?@Qok@{&?%KwM|*Bh+?iHq&Iv?!O!Dc6BA{oHi+a(C=BvAxme1nSp&M$$`f z6ITjV=o?~n8~Dqt15TU9N~~R^d5;C%00iI88=Z+g4$%C4UsC;Ezz#*sSZ8*ii=K~< zDqnEaniKH-Wj?U>@Dp--$-v(wHNB6IZP3S+*#lgXUaX&)i`hl@Z>@#O!w^>X-d}YV z8Q1fZXK@Q(&t@LR29k=K7E~4^5C%tnIU8ikA4V0J}r8($4DVV%E^_{x~7B(|Q6|KGLl*o9)lHdv;wP3|uisU+p1S zLvi6?r9v_TS*q^9@E%`<O#gqAL6uBB`Nm z;D&OikN-_x*qQ}QAeL>D&Zb~7NuFr7<+tVhhLU$Gxg1U;;TF8EpM zUb4#c>u1CuXZai+9&W0&>OZ3ps9Pw|ZQ&8MsN` zwRwBBc|``WSljJ_xL4s6NWn(9)`ItNwGqH(=(=&o-^*s)|_3-7s{jm_X+L0u!Zt9_etF2CsAL2J!DVYZ zQae=Y#77YH@7KubCjr0_&!WiMf3 zV&6by`+rRsDN8`E7T3sI!4}!d$ark*cMARiQ7;_iD2ZQXE-t~UDn*ZnAV;Mi%ZMf| zqAefc7qV+XO^E6cCZt3vG|5wsR4NyS-xElDqQP^|Dun!y@)U%VjjnX*A3vB z-kTLO^*kg>Eie>xP2yOtw!lX}az=bQFx2zb(ZgplW;2tbJ^Wz?I?w&g^zZof{F7+P z=pmRob**q)2e=h-VBG(U-Og&b7m+L7(L;guo3}fQR?4tP_wJ3f>4$YEV&w^zbe_(z zq>x@$2!(2P-e07x%;fXWb>Blkc@e?{>s;9GAkgkJsQpCjplKjrCFdck$0DoKta5cT zI{jRB36T2YM41%h@8mEtLwxo~aQ(hhH$b`H&3{EP&|P*?N^_6<=_fMvltzh=R)!wJ z0DGjw30rP{8;G;Wsncj=8$nBusHJCrVI?$PfQe`F6J8$j`>2tYxcoCy4oet5SwAVB zH21r`;!se?s0GyGD!lG2p%pS&#J8Mu0ye4<8c@{OSMMYb$?CxZCe;J}Aj!RjG~`V8 z#8e`d#i+?-OkOqyYN%x6y`uW_L`@~tCMvZQWRlBMoYJe+?G0sMFEr|bRp-~86UkfU zw|TI)NY{Xkli6LeyptL~s6QAXmok!)&xY07lArW+w;*v&Lr5ZQk1`|zESbt)$}V+7 zQHHgk(SraE{-xQ#vEg$rkk$Jsg?X?QdquRRGtjeX*|xF?dNOoQeW<@=nTtQbdnGdg z)B93uH3Z*MR^7IJT5101AUKz#oI z-*fV1XrEsxH*1hjNtxpCbeFz}1ONZ0pR(Vl3%~pole6>Q4|D}ua!u%f;ipHvN;%?w zF9qG_f=^O(&kYy(Q`2c3f2SIy#>3?8gN&d380I_DGW6Tp?JrV37m=zn6G~SY`~e*I zO-EiQexmAz5FUX>M&9VA_>B2BEv?M#qud~~=%*T;jt!V;{*M-=P!iPa@agugcB(F_ z3D1eG->;txgw*q>0@l79<%EMfvRYS(!(P>t8+w~T?)xIy4j-${$xGEhOk(xc9rs9m5UD14i!G*D}@1*mhNh;Wuz3Wf?LXyjDy>aY3y_7qsiqz!z?+NmC{C2$!T=%o$9a5bT zNF3-;uQ!CvSGYz-Lb^&;RZV5k`gDiAyZz?nSL;xubMX*S#|$n#z=5j2nvq`$D`VeV z{oYzb4|ngvsDjT7o*%}y6GRVxrqyTmT5}ImcOo( zZb?py*usZq(#KPL=JZkdlE=PYBIy-dfbEVIB$@D~mqO~A0=Q6_ivj?>eLwcUndXL- zp~a;n-pX*d!ZqAcds5ZfOE<0AeT>fV2MO;TY4&KD*^H+^D$_ov`ktm5UK+BP_y!y? z3-QL!)=OxyB@Ei2V~lR{$jaT9&X1qOqe!Qt0=3?XyJ7!+}6(on<#Xrv@6GOqE2=j6s2q0U0k=P{ey{^Mgofc;~ym)Z8+ zuj)JOKX-{@^7`w}D97w2r!@Gr+NM-oN!BVbXf_NMG_MD`1Z0A5hE$&u7Qu;6VnZUF z-H&rjyn9(YyM$W5MYpDe9HF*?i+*dH_)A=^KsnpGBYg4V$@#piF zZ@w~&;ORF^)ZVLgvu)cphGMS!?Y}7^c<%(w2PsW95p{Y|NAS{ld)rq}PmSaMJsv>X zpF4IR)jhBu`Fig|dh~Cvt)Rzkac)>loZzQzKLBFSgI3SaphLtfJ>Z028$8k-0CWtx z|H_~`0|0rW89M4UNd$%l2R|W}z`S0%^=JhF=-FUFmd=4F()-ohkCUWiN%k3@JczK4L@kG*=JJR|=6oaR|sG$s_wb=oKci^76@KwgNs&fRdK0XX`sK-rBTwS@nA@q0bGwSV6#-- zACSD9P>SlxPAZf^N);a(`-9?N!U-FU^*Bc}mng+;@i8ie6w>ikXfq15q#vHaUjG`! zaq~(@mxY9(;{0T3``;BskgqO%5Cr^tDY}k^`juMb{M|)bdIu#9msnhMZfEmFW;I*~ zGhyh5oDvLhc?>8^;*BXK=ukpHd|rt->|W4OkG5|*>7`LV50LZ>Wa?v(!49bb>zPz3 z_tVHEGE9n;1&CmJ10@l%eLU< zl1qOVtP$lBy8_8NpKsLbn7MX2oJYqBzKjA0+vf5~Ogf_vaub%a-(08h(w#ofrgtr+@Kxj2egji*`V(g7 zQ!_m5XWEqSXeewRj_Jwbp6Wo68@+Hpm(D!@`lfC7w|ReP74htrPr4x48h-_xY6JP1 zsxwzQM8!Rrj9Fm{IhQ&S&+}c*%pfSO5d5pWPlBlTJsrkwhjg06RY&7=)YsT?$XK&N z4CuTp9!+m29G$aP-~Y61wZMFRu}9L7FxUH@NO)e8>kI8lFE#Us&;^PRogV&<`w-tl zm;Gf1w?An}S&AMRAy>KBVlWYdT-IG?K2F5jki0aowW1##J{cc1!bvJr=otmfV?U(ROxM+F#cgqfkubF=5(#k} zDMhxsl#M|R#zRJNq|wlWAJ9?1l15!p!=R#{KVhu16A2Z`pd|J}>H7yamUS^0Of z=z3D|x$@ffIA#1aTK3q%|7d#} z>2LW`(~;3UtGZwTwq2V0oRa44kA7kx#Uy}?c>N1{UZ=w*Igx$qK+~3j64xh(#bSu% z`bSDXZlHSffsht>!6+awj`|H<6$48pbgU^|V za2gE8Vl+4j{%u7)&xw_k&oSp^D zo>s&P4ixtqVU2FA1FM%3Au5)c33v%8smqLwzeQw{^T(l}P1IS##WsxeXO;*~3Y-XV z^ZK+t2X+PS4S#*Z3hRz1GHD-@Qq$fD?BjtLCEmWAQq z%S7_xasWx?f7WE&H(I`8AC3)uBFjL@gh9rS7vHobEn-1F@qGV#qs7W?zCZWI(D z;V@1LG(o^m2I$B2MnKW-2?@Rv1g_o)hl%wB!6(k9xPM`PQSYa1{tH_r)`#io`ErxQu8BYU}cPdlq$?Q#^7$m`pB5Q^4K2zh7P8a~GKmsQCF`71=e0j{iS!H(QO-OB82R zr)#abCWXcxG_LpZZ6I^L_LDFQ0F%G!+6*|E8y?`=KI-F6)epwlwwd}3hWFi-epyn0 z`23EqM4`w~tgwOG@0orW!Dl@&Kb%9-X+eNtlWMQECm2%P=0C5-g%jNwHaMByO=T_; zm4|E3AJywPo0s!WHM@Ujnzte8@J)Y8OGFC^B^BR=lETxO@4uLp9bSIpq+R(6g(@}P zwDKua-KEy?((jXh?fW9uwh>W?X{(#9U(E+N@nENKcR@{I=5mS=ar@k-(aGhyzo67h z0q4c0YrW?EKABQqc9vO6VOlXTfHb{>Gu898BF1qQ{x@V>5X%~=&tRQ3889&5#=kcL zJ2(&ZwX9G6qr;jnM;AwjSBL+$xuckW1Ixqll(O{=S_V32{A*=R zt0$L^tqM*Ck7MT#>e^7pnmx39@c8xvVD28U0?(7cXDL)T8LX;qpFpV;l&CIj)@V}n z9RMdVzG#dE>uvBlhEhY#w#!y8+6U8Q*wAd<$1W|9LWWglGo;T zI2q4ZVDeqd>iD<Y+hb9!DkOLR64lNV`2IGfvoX_L(waB!fnZ)PuF6Nh;-w%?wLLYD;VPZs}xZtvpT}K}3~8wSDPv zH<{@rf6->|a9vI(;qRjObHBt7kL8fH0zI5XQEcO|Z~_kOow2eQF^9z-AI8&=o%>h& zuTI3bLaLD%jHoXoo+GxGTiRb6^E!4MuNq|jE_f|OGEb)Ks_4ED?9*hj-VT>i6>h^} zN{3J>B4p0|EC7 ziYYDo=_IwLo)g|&V!|jqE?7|Gj93vOMc4__*NV5u?c=R}#2!N&54`6>E7xb_CuC%t2W;3VN)i4~-**Oy zcd3maf-_s8-vbkrX}=>pLy61!n?y+$5M>kT@-n34;&482CTkXRkI7XL?emQb3`YX= zyk9pg+=FMN>ETmVfluvMoXsJ z)Z-k>Zdd!Ln_Q$d7%EVERbwWcgO<4A7)5@}fBcDP4kIjMi8XpQ31xf{H+V;tI;Fq} zEc(C6Wk@4`Ymg3L*<)!rjdFYz_U7fSd3k-F0~-f_qVcOdR7Je{P3_iy?7L5BODw7| zEf?Xlwb*7Rt1TSG_3P%-Risrob67(frU^QMR7emDSG1^hDC@#G?Rq|5sA{1KZYd$r zLLd%G4WX6?=%@R|ljc(5*RA3HJ#vt_If_;(llQrFMp-H+LYB`L6K~crmVaU7G{I z5peAFkdm+Yv`Cc1hNw3~>Inn?L6!EZmYxE}d zH{xF13|v8I- z5j&DYs5wC~3a_86%&eYc`AF_&TTecL`cL`SG4ERW?7V2*J=|WbvX|GgKk+l-YhbQx zz?lVmw7k)y-s|CeS?sR#zo;GgoxQh;kBCG6rY~nmIKUL7Lo2XO5v_3F`rAj)+FI~7{I zkeU0@XEcDpVHw_WZqAj;Xv(-a%us5zgV)Xc&}OMC;BJmh;lkT;WSYqK(SCkjNUCse z8{i3AR(1RF9|iJtGS>6d_WRV1o|~QcF6iY$Z#mZRRtp6113h_dzv)8xJfU8_^*E(Y zcQMavchD1YfLS)@`d!6#j70ZK-8lLUx3>zViV|QNIJHrBq){vPb%~^*M673ItQ#VtKH>5^=XaC>MJ9?Oj z%)`?PZv1yzNpP~Q4|~NpWYoB1FSw03ze!K_!3OBlz7JImd^bJRoQ05?V>^)0CIoD_ zvi|wKocg_-iRo|z`}t8ebvOK3FP&FTC_jF>wJ(e@DWR7$y^@?vq&Q-fCwEIO645Ca zZBXHaFDlDacbk_p6-X)-Z6AB|T&*5IIQ%UBx{-F-735mo1@=F$ZO*w+IeWV_vnS{@ z%gyyT!qXRW6oz1es>-8rM4mJ`DIY8SlyWS{(*&juEdJxvUfv{x>P*%6uc-yzZwWep zHK^_uw=g$CiVa1)Uz*GT_va+`@L6rxEd}f}3mZrVWGtpd+Jbo9-d2$)aXj|Jm@dwr#cTa{)Fu$i(XH zrdjUDFe2L^U&%v+e93X%1@c7)=ZXOpu|+0#Mo_z@3i^zQ-<=uoCW+R# zq0c-`Nn6dlZ)31W|cx1L%{@bv*rAjr_9=_KZ;Q0)E{GO9K z&%5879f+Y&dTLimAweAI=J(__aCfL0aW&_yRR9x7?PZm+l}U^R*`G)$M}Pg;31O}qV1|T`mw*$FFDtVU zfmJWRi$A60p%^AbZQ{Mq+1WxB_tjS#7wTTTM%H9;k}#Fv$K-$iZDp0e%){@nB5E51 zlN>Y}O9G>B1_}YLN(7;a|x-jh>2OP}Jq`ayRbu3FA(YiA2B?)?ndpv!&GBB%i?) zP9Q%vVstxzlHyJ?toU3+LO~QoX+D$_-tNBYx~q)?0uwg@w!azOd>zcfJ$ujpZh)&f zu>NhAJZ;X|iflOa0>|!x$`KJeT3D}ZDON3BA}z&Xc@uygV`4}+9H}E?yU2Nm+E+Zd z?sX6@MnHaS?5@JxZmW+wxF^~HVsbuPQFRMwoG<98W4sSHA&g zW*j$F{5QQu`wdUM!?ijViudzB1`t( zF|ytDa9h2z>!N}L2;OIqim(*x(6Dq#A_#< z0vWV0xAjz~r@I*+toA$I5j|)TXDA4UptQZrO~d7SZOZUv^blHmYSB_=A7~p91`Gh` z{SJ)f2=%r18)S83T@XH&pGJ%x?UsHFI6cPa$I-QiM+On;FpQ1YCnIsL^Ce!zMP~be z8m#pnt7Y_}?#w=%P&u?)!Klu$deY%DSm;*^#A&wtgS_~Ee6;uRe)-jQT(9(lt|D4V2qK5&j5me>}NH z(cj%4`@4?MSS`oSV+kG$XvAsQwng>XEPI@sa2CPMZey{ z;(h!J*bV)}5Oos#n47Nzs8d8ap!d}brmIxXCZM$~l96Xi(1y~H)$Sj}Z~iSRpDw@n z&T4wM!mLWClm$Um_-RLvV;Ai4Fiw!Oe*ySd00>ci z1l0QsEd+c4UZa9$zhu1~`vH$lMo%xmP?PZG?kqVya+Xzc)x#6`q9j%`P3cU0|4)}M zrk>XG9NBaIXn`nS5P9tfx&m$bhPEy!;o|J}L}~o;!)ou%?rr|-S8UhI^a&ESx0dYi z=B;##3DzkM&J(q45^IuNxw7&Oi8VOH5sKi8^zLpbiK`?&j6u@TTzVm&nQJ%8T?i@` z3lx5yEV77%p_5{nrx_(iWISo4h)O6wl!wGq42kT=&cT6{@Iti=PwYp;L}lfzSmrZ= ziu=QYJ+~kUKkHIA5dIP(ti^T{G53>|eh{jU*ZgW+<*%T`x2+rBDX_$oFKdDi%60Du zi7$r-b}uHE&sYDTcXjM>SaZx+gS9RHP50yT@< z_Q8wAa2P~w8H`=FZ?4WJB9XcRZr>#9I!@EDvx+C}Zdk`3(|M-RTCym__c{ zlw|t#JFMP9M>!cNM(y}6Wu6LQ*1YV&)3r#C7vVX7&&3N^3_D-X$XZE{L$lw>DTEdw zDT8jh0_U_Jh}{N58HV!FlqUIJco!HhFzg{JnS1vbdl4EAyr#{5_w9EdgV?}7vIrOyD1qFG_Sc$9W(`7pFaRC*>HEN!iM6v%uOl5k{%^z4;KV%>Kb^Cx z|7Iy#F+(e=BkA*IXWDgZ7`$ipyky#PsuE&z7ZL+Q{hmWB1=N1>a({Bis`*!+yn@fF zTerqzGF~hXC4tMJS3RB?lMUe>&|41)1enI@_A$of`{@PnQ3`Tiw`t|!{#4@aBei=m zXN1&sJN^w^_1<&!n*P+%>izP&>bMg8EgP)e8}K^-_Q%A*bWamM+IdA+rSz(|meYD$ zx>K=jDExuMgw}6}wSKso1W7bd{9oSN#{u3h$fNfBHb`u0uqh2`qb#aeLdsylA7O7- zw{Mwbz7;Rc=V`;D*#&wR(Y|V9PwQF%caUNTG zTK$>Y=L!WCy!2x(@XWqmUvSk5}=OVB^FNmu|a$8J@*}}8PlN2MZ&Iz^OyQB{pk#ZXYI+9vgew;0TT81*v zMq9qQo*Pi`xmkn`C2=>tqF}l(k3Dy~3ly-caoG<%tg>pf5TX1?YFehs5hXTz{&l?( zx4Rd}JXUCzbW>)4J4l0Ss)4UpK>KHM3O(ct5ql>stP>B3mGhoBJI0S7jcmKzD8GiP zj>%|@R=MrR=|i`Jaobo}aay(aw{QRWaQ`h~+mXocOL`y4drrsG*;aq599G)hZ}tu+ zQr~WCrQM(1pZ=-??-f8l`p$nGzMj>pk^4UHhJs$e9kOyMgi78Y?1}AbD)W5$KWtV;u8cbuM%@gLVP$a5Rf*R>1ZI*k?6Nq2HZ|#`qi5pmz2=SS8V?YtgtD+}2!KGNy-;o$RQRS;3ezrY9yv(W}pt9!oCq}E#1xM#R~ zG-hQe6?@_GQ!hY^kSh={7nr0|!%p0gyu?Adv&+;-5m(XY1+O0q4YAlYsjA1fR_>^kajz{3?>q${?Oh#aR3vp`!;P+f^r&s8)DgMvLp22v>@*OFhwi>G| z|HnjyVUe}G8iADakGa3bCfZM}wKDZnl zZ0`AAIGEu~7?7|i`!OYj&$)QLj+`{H+bx7HG>v**`2(li#@U1rtc4 zk2%4K#05@wqf`Gv+1(yJXOcy<3VY8nI&#$YE7;u0p7>R-UFp9(58>!-G+88?4cqR8VFu*pZ&d}7sl#@}Un8YIE zy7}Ss_tEtFQNOeot{o0OlqSQZ{R|%JIOu+IG5xG#8TEK~Y%8&ikX^}dst+r+sEH+~ z2ALEGDxMP2Ne8os$-f4hstBXC5QBqQ+;-IY-ApC-2B6E3t=SIR02=8Lb$}K(LjApu z&3(*fas+&bA^nAvc6&$H-sz3l4(5aERTD_PF)^#KO7dYOiJ$gxeXwP>IlFBHc~W^> zYdbctz8;X$5TV?)i1vA)>lpJ&r^>q{6L~X2^3~^=OjT9Y5U5zN2_Uc=^YR$P6ObE6 z6Ouf!rpiU>IUYSZm#W-cHD8x@y#DVKy=EHiU3%t%t;5GHmRE%?El_1Pa^y`B##b*% zp@W24`*9`hfJ-LI9fes?e(-paoO^d|v7oU*pObELlc7;hLI@+H$+Cd;F8&r)WHXKq zsn;H~yDx&`$Hf)c;mxOq^6POx1yyTrWz}e6n*PlFa>*~1Z`rQhck{;OZnXGR8{qMg zbq^yx_QksoWn)u1E?aP0&Z@_ikr} z7Njac)oYE8p5bgwyr^aoZ(V{zQUCptUq@Rh(zo7--J?-dBgPa>T>kSuP1vrF&dpWN z4wFr`^8e!nJ>J{iKt=E@3ss@966vFe3os<`wgF5E{w5aL|CtXP8*o-f=ci)I-t3uvT-R9J9! z%$N*`{V-6eq1&c4^K6iVypz3(Xx0BP|0{tpHMrcUr_)>Lm4ZT!Ll<|crx8bQ(9%k_g)f}8!ZIFxFla}A$!@<85FV8#rc18{%VLP= zK}afPNHG&P7vWbM+_SV4`rj*IhW}NLf8|ZBCa=qHX>~|`+2STuntiOT%OjV(^qLF+ zj0HJj`*i^JjJ){LdmS_|JH4%TkC^B?x&maawQ4ud-BIhduS|X{s^%|ZRUi`{x}0=)Hg4*zIGbn*&;_<8dE37w=PEk`UW6XS>bD zVu$fiz(gVwu{-AjXH)Ld`I8DwCpd+E>2)w(pfoV#;BPsZbK%l)=#q2DkQYwkHHc#| z5dO^EgC&2-thx1xc`zsvrr#fEZ5Ncpv9-fX+RP>1&A{Ot7-U$#n`ji}G+HcQsmp|6 z5QUORsi1JB`1=e7oSjUIxqjMz#U+2}%}obIB&*UdP|>3iT3G+)zkA<(VUFu~{M*kx zo+FH$xFj5z;_G&JxXl^{3|DG7yA?8%qv)r!AGj%;k>1(5tfC*GPD5RVi+T}q;ARboD1c$P1H_%U2_G8H-ve(=EI6Pg6F(a>d1 zn^)(GJJD~)N}1GyeSGg}jXI_OZhggLbL4#gI!*rrx4j$cS5ZThg&keBx_pTen#knu z158_3HDehvSaqUIG0&Dn7$KiY9}J+AzPsbJm$Y-Zwy5&2(O~M76OpJ-LQSY8_S`s% zTvy8;rC#W-KlQSFu4veEQO@JDy?1V}kMesrco$y?vBgP4t@zgCUZx`B(TI39 z-z^+EKJB88`?b#yc-eYF)cOJN;m*LtX`35u2+QmxB%HYN*C+@#&VZN*iW&sWd5Epf!yZq6it(= zzP(+I2+vaX?cR1R%>LF@crHn{x3cTZwxRBMvU+aB_`Fz60+C#y{n8>HBcj4z2^?X_ z33yVUNf&I?&}|?I`%~&FND!a_N}4Nv zbvm*Qg^Ii~8}Q4lPMdXPDqd{bMuV0fi8M5R@A>_}X3N3#F5f)wKYp977DkZocLjt+ zRYBUk6%c=E1Lj6s(s72Y%^L)BhzgN0f2O0Oe}hA{5?^Q7l@!0lltqs6yG}mJReZ6Y zW>NC=y?4D{Tu?*H*i2$G$fOW9YnwVWqL}Kpw4y)>>U+YjI|6g+TQ}+Dd*#!rm~pql zkO?&u(Yi*q*S8nO+xKz1FPQyJPtq@0QC9`9Z!Q$%6-44~qttq7?224<)5@i%I=>#@U8IC_(y7y)J&r!A zkEy%gpSM+cZ)7Gr=nQ`Dg}Vaf{CV7&hHu(8%Af&m?Eol&x0u{)RQ4>Ar12=KGN0J9 zzv0w}v7|~((P6W%ts8ZJt;PfM-~O*dSq<^=+2w27@p@yxdD`T$al?0OE4yQVGj@r{ z3(d*kAYrjNl8mM*fgW$Bb zlbGbLs)~BqsO2pc(ND)@IebcVv+}Fmy)Ga^vx(bUez$A7o%1YC)?S$zW*g6z3 z!sLxb?ZYS!`9r*H=@_o+xWfLsK*_R)BZWgM=}W@lb`b@ZdXP!}q-VG~Fb&4KN@)?QNRiIpNHG=1)k& zt%C*WJ)=Sn<~D(vd%+wEKQcsbKgY_xQD+3h=w zoEZ0YJ3aYk*M#m@w?bD~o&-}o;w(`~Pb)x!d?ZzYk_fy%#3AXmAkk5xkHQ!M*{C9M zHRn?E#E2LLs)$H20+F!VRHX(R2Kz3j6w-V%2&ld*l#kF~d*Es+THSCyT$yE*Iy5vm zs73~bp1kD#x6f#S=8sCC1|oQ#2f+njPJ(7RBxhYtcuaa%K$I%ak9VFwC**6pLIZf-VT1A z=!ZJN0|)TmH+$m^9;cQmZPH>Gu5>EAl{Z>HqTlxDjL3Cm!n#S(b%fp@cdFz6Ac%YH z+Uq_jIft3Ek?|Ht%>p7n35gW~gMOe^(79mnMheI5*fSe>g2_YZkp#{cgQ|DXSQ$OL~reeAo)3T9pNht{-wDl}3; zBu2pC$y-J*B4m+-GPZJ^I;hKS#pYDmOI>Fy=@9&(I)BJgIf`bQrvP}-=4+E9d3Av) zrq;}YMtHk!YnR9CJqUv0Ay8%!LzpPX4IZfA;pJ~`Bk_)rk7hTm1Eq2*MYsHyT_A0jq8#h^wGjdK)lgm5pt25Mn1XSi z&gv!!JT0Yc;pOctuJTk%UTepyBn{WEJrk>|+r&srHhGT%-mM)C*!pE$8ZVmCACaJu zVjzo+MnQx_?d*BT5H>V&+DlUgx7~I7eUy{Q!n6W@GDmIl$gmjDiVj@KNMI1{xCj|1 zn}J6Kb}o%0vloWu&;Q*JrX06-Oi|uAUaii`UsPVesM85d))GX!{2aIB=f^C^jWtZ} zh9TsXdbQrPFS*yqlrKM|v+)r4ar+C`M(V0fE{bKfdZl7e3`_#jdDPYS{rAN4cut@d z;IFybBz9B=&=9s!{Z$qSd)I9LtKf(>|HoT5kFnav4yNLw^)Ze50`~&`VDMEA{WWbs zJ#zz*?5U zRC$DEra7151X`RNDwQc*5fmhY##YHo?%I>j+ug!M@QU$yzS2RF(t&jLxZRD~=7LR` z;o@^o!8tB-cH?=tg|Mjx4y_0Lj^mPcJ`-tQ4}66HGC7K84=@JmVcXH=QWB)3c3coa zk2fucz_~OzjY(}$o~il^?r$Am=&s5`&beUl$>R>>y8q>B@WFU4yP%sT1>B6etDQj1 z<>G10+}N>hrtZS+Jkc33=a<=Gz4<}jWa3hKJRJU=weQNN=mJ(c%BvlIRxQ2(-0Ddb zXweZ40Gxb0QjFi68QNB{=C~-sw8bIG3Qo{>Un_Zjaz&Yb)iufAZ-nF@aEckJL(Tg7 z2OdPh^qovBHCi4jo>1py)ipmj-U(oLt!~abVnm|aEebU!JO& zLN3I&?LYm-pZ{M!kW8Hp&BMHAom@pubc5;+_zW0}P(u{3ovA+Rm6MpS}0<*0jlfZ_n=(y91wMl!Ve z6^>$$9z1W!N1)tBQi$mWTDG5z(brMQc>`c_3Yd5eGXVuV?(YjLdpuvMe}X(1h$!5o z-|lr+HzCw|Q;{8v@|beDx{$KYcY|k2p5Ro+ng9i*TiFkE)`}OVqCk12kjiMro0ZwN z^QZvGVr2U%FfI;p;!+0}!+cO{iRGPwMLm3T>RM&e+#}VU#otHGnYjn+NsN_uY4hHr zTqioTyd3xrCi|(4%m4%{Jcq(OLip)xQrr<%`v_Arhdr{Qx3gW(-EZmxgQ^q_1h$Am z_`^k})iQ^`X$1xOSQY^(9TM+TR`sZZ^gjdsOjEP_pMgkEC}vSpk6Ed7o{bz~;Y+>! zbK9~|7F_Gc=3c3kAsMod;1?sUJ-{qC2$dSf8YpF@#zIxh!zIA&>0R}*9=k@k=QgyM zG~Rnwyl?#94qt@7CZjSzRxK}X2bV&W#aCas=adJXxemNV6w=uvaziqC?|Tc2s({bF zUDH1Nk3Vg#onSp<`lyjp2R|R*li~AV0mvzo$zL+|z9O%6)Kib?TyUp~PYAi2K9T&{o=Q4!I==~a<=IlWT zrX9xt7w90Q-KU~)&GmOPe|AvlG#RvakIn=0Q^H1j(l zi&?ql?M3iK3dsT;Dk`{_geEXbMC@v0=G8|IV$Hiw1?hiL}aAS&uCMC@h)jE4{V*v(O-H-ME)yYrN7Q~F2XPSb-Ee4 zraQ&!ilh@htLSBRwV|W6NIR!}p89FMOinbx6|mYX`hKI|Rcr_WwHj{aTx+}Jzq-F z{Qa$!Xc4lf!(z8gifFOgIQW4J{*{lc^s~I}R z5d}>w0Q~@rZ?X?4B{GgCrb5^06SoUtLNaK5xv^QX`{DwB;W4-Mq8T8w+Y-iEuo~Zcs1$U?<+f1taO^3{i5}i3JDg~7*YWarO#;>OOYd6A*$Z8 z0?6wYefQVP3_y!x1v)E1gw6 z(r53$%3=z149>u|9nt(Tg@M&kh{A#*R{?f#g>`P}(+0)rmc>DT) zjjfN8kN8Y7h}qVLp;;M*nFTro%F^w`DA9p#Yf4%CQREW+ZRGll^=7Gb5yg>?^p^q&bOU=Jxcc6;RNf?p6^azue;$%MewSDgOMVLGZiDn6vFl~ z6LILBPfyS5cZLrg#l6^-I?FgC-6bmIgI!-k$fZLFsIKyLZA6(;{lJkHVwiz^yOqX7 zFngS_#ojM$j8~ih5dIw_fD-*wWKzlRDYDUaNeoqJ*vah3<>|s{Fp`O6M)|9ENYujd zev67xhy(+m5M;w4(Oqh*()Ch7W@KmICaJ(GA0(T362yHX<7^6e;6)Q!CZZ}4Xwwjw zt#zn(>7B%(T*s(;O~D(_8)V1f1Pzd7=-9tBUfd6X7t9ss+D4t<64-;1Ak`N|L%Ruo zU`v!#@$=yC^Kz@i025%MrLRE1nAFQ7^K-k!Wa#=op5`}~sc|~<4JP;TO{I2gjSV*v zB{yCrH%=up@ZCAI?#Zw3Z!hsgyxS#M-o52Kd3(RX;`DM7s*`@Is!NEap=8Je^NN{nQgvi(T+7#H0d)VLD6)F#6uy5X&YEwMfeJkM%}2&91kwJx91$9j(1;t>ZH#+t^p17S!&v- z7H38;a)1S`i}nu#i-}bdd%o7(l}=?O*n$l@oh=t~7tL2_?Z3ceo62 z!0Dm0eokymsU#lL^0Gio;y)WKi13X$u*(IFoIUDOpTGz`l^WWA^e# z-9KVn+T8tPPpt@T9JM7-cyPr(EIeA>XwQ|u4Yk$hOWDCfjuaHSfmeZ5^`yc;yb6Zc z_}MR7-P_6o>D$Y;(r5>5I$y5cOKRQS3Hx--B0U7OrB<5+kh;MA(Bj+dKPC#+-iGru z-X^g~s&Q#(p^BBFG>&DN?~AD6laK;IC+?`uGtQgjn-(74X5jg%$Nel96E;QCsn(^4 z`EG5d9~jOZVijmf3c4P{;!xxWnHtlXy`0_dWa35q%bBFmDeO{tLL}t>2=2&8oWjJy z&v4R-X-;{{jRfdRAEb(mm519*6Mn1x{S|ITUtTy#EhfBb!7eve(^-jC&Ad|wl2UlJ>*<4_jkUq5kc7ZR(3D2BTKD#yZ*K1phTxQb=Z=vK!4y8SCA28z5v&_a8|rX? z5JUG(Kng=iG!GehsU+>&Xgcot>R{n7PU28Zs1Ci>05&X?Ozj|=N=!;^Gi$G7@Iv+K z7hY`YqM|Goz;sC^HCjMCaX<-=@uUTVI+e*UeNcX(&m?fEmMKT6#mwqG`NW!?Uf(G) zly-yve!cd{ta-bPTEo|MtL!HqexlBP>Q@F#im z{F-o$Ferb37+z-H_fM6u` z+Rq=S$sQkyi*ILQc#m&H=yBIsi&fZ|F4oP~E)(e>tHwjJ@31@1ZSGWXe<^*SHd{M% z{)V8xHN=J`7tCm!#6m0}i{wEPHWkyU`7&W+QXm05 z7BhWuaxn#$ZIOAZS;>8CUbv|$FUL8>Z^7>N2T{T-cLDTTmZE=a?Kc!`x|miQbXK6_*l#UmfbJa{rme|Sxz0k@eMNVz=`zIn zhzzRVU&V2GbIAzC8W4aP2>08jE=ZvvL+gQBRGxC{54Q2@H8fh^4 z#^;1f+!6hdC$~l`F$#^!T6I|hMzn>C3Q(v|xUj;fG);-wF=2a4-w0}BW363}QpoT1 zT}oQ)_l3P)4~g+F(v@ok+wym)AzuW9BPZ)gx3MUaQ|9o?bY}ekf_!fTICBQ{23We(Qy0`gsk(*O9R7>DmgY(t_>_T zf*+w9!99p_d_ZX(0HnIKt!!_&ii4Nm=qtniHvHRTngZb*V{F`Hq2K$QvdF(|!TZ5c zO4L1K`&vs`eL_v`7NH7>5yzf=m4LwVI=cbulRh_tkT$5etD4xKmX0@xh1*^Rs6x@@5_0P$g-sTar@00*r+x9TtsAoS0vn zH{Cz{YwhZ3uVGhm5;RfZWK4h`hmnPZN_KzlMk~1ezu#n}%`fsc%5^z>Ks9P{=36;` zK+6g!oX(_&zjz zbnTbsd>CZj7wll?_5dz^25^}hL#m``=b?Yc#fV^Qu%vd(*cC+uLO?~@ri-DDueI4Z z59sFdZfcLuok4dB9m7Dij?KyD&KOr?qT}DlF;Eu-7#2_W16R5!)4bBK7Pf!&XJbRF z-0Xlz;p-+{82|i?^)o_NKP8KqWDp&<$cW^tuuYHnxr|YO4#m&s{&7~O9-Q_MlhNDf zPhoQ~F|rw6utwR<&NjA;SCnvUWFV$>MYQGfS5vF1cI`F)J?>=p z4EMwIA2>CjN(e>rn1jf~>>eD>40F_rQm{XGN%-g2|D`&6C;l^|j%9ETZ>IDiIZcoU zA^sZT9s{?{MK*KO2y?xptC8A=Iuy0M4*< zYwq4e6cQPQBD6i3=T9$vMmD~;P+BffjO(Z5)NBwtByvnbFAnWt*QB@i#z_{z<_s76 zdA0spNB^KUiNp}uDN)019h6b{laV2CBvrK@bh4A|yf8gCnc(93`D zGgHlhXbITc#y)5)gV&DZbr|80&Pvk*PD2iIv`_1jaT|)sid9l)sHCZi z(kZc}ee&ss^yc(k?T?AncV8LOrg4yu{)z#TqS^5uxL^DQ?!IYCEHo;R2{g%HY4eHM z-P?s7KIq$ooKEW|iiK>~wqzSEkavFBEdlTm(YN4wN>FH zf024KbC%Xgt1?oc^EX+%jLXu?d9~PwMR>DwYN1 z984Dx#%a@SFM~hqb~s8+Sv>HCG_*d^{K$pz*}%C!+_jN=g;8@gB3b8ICk|wfsL~&$ zkybCFT4)Z6hQXq)yQEG{MUQxYX@3}z-3~JkK2ShZO~C(qy9*?kH%DZI5AYS*RP7lm z(D8JJRDagp16L!RC?R1c%WS|_oK!$a2<_RelCxp;SamghQ> zkxZ{IH(unPQc0zjMPv1uY!tea<&Fa(~grUwIF1i zn*;N4{f%t@^~&1v{!YiPp2pnFsII5um9Sy=yu?w;jRBfpm>e?n#UgU(|| zGBl0po=wJ(BT5MjbP6~YL!T?jiGoVqrt|lg3&R?depK#N2ps5ioS;t%s{PSW+I%uF zRoCtUEk{L)+0o($joy69_I_AQ>~b{27~w1Gl;pEN;N!?smrCw07tql!FQlPu7P9{^ zJ=E^28g_|7HM9k7gkry%@gboknjX&8G}vnxlh$=Mef--0MUz3Z?y%0R8G=rW5TVne zb6;V}c+_JlOPdmj5=9}yIFpR(WNm_}Sxx|s)(fr@-9If9`*(bzyrt_?!ZMLlz|F7x z6Q!AMSxZW6qZ*+?$Yx5Btws6sFHe|+&a&wpb7?A3e=>`Uis7n31_ZaK(r@Ls?6xLv z2d0^*AzT`1W%F?0)9sj<#`IvcFpaqq0}p(BD7YSc%=RVpQ01xlFNr)3qB=vQ{s}xJ zKDR!8gtx}ezgr4Zdnml{msgO%CS$A9RFMhG8Rla~FJo)K%j0HESgeuRB-E97-wzHT zusDgnhb1+xm?@Yz2p58BDBtuh=gHLm6u3q#SJ4;l)8vw$*9#Q?Lv|Z_9GvGL zq`4k`4)Mnz|6m>{)*166))mv+N-y_SMu>G2zgqL`FHT?CdmkuUVz5BJWJQ&7;t_s;P7&H>L`50KA?bZn$5+V{ZCb^?|s|F?)-=@V+yhbp2>_bQnU$1 zu+)(J-&5?G0al;)vq{lgRAN4t!KXW7_f^(#-<6MwNB3^SspX1)O~j8K|8t6ENGiLo zfO5|X6r^-7TiPL!z(-B|YFKkuaSxV2%sI|Txs{iMAM=ky@R6=x?phv-6bxFbZu{dlxUOJ2~AW2m-ZPZ854P=~nom8IabALQ-wnKxTY2lCV7)JBM zopUV8fyWyc_S>;}gM;>=heZMR_f_aZbR3^u^}1Y=H=NagPYHlPOvZ_Z!Ku1rZKSLP zT(n3{bI-p74r_TyEJM(;)6*?;1EP^k_@NRSokVX=M}3=AGGe+PPhQenrw)=H~4y2Pw)C7h(y5MF^_BNNCB<#4&2{1GwLR{ zyd+W5T4HE#u+G-7mp$aZe%isC&hrphA(~SGxMFhc$w}iZI zaq(_2giOz6NFF{wugvYc%!IZwfP?29ud-Es|30{{N&iT1>;6S78bJC%ab83<-m)j$ zd-5N`5Xc|LpYyHY&Zg-$xlxFRaTfc6q2ugbV=2T_={F-Vv98HZQl6==Ma$U2Z3N0r zLd77HSkTl8uzPx}A0Gt*XgZ&&;$LqE!#8|9wo7RI?yLM8&CR#o3Sfn7d0Rq71GQ-J z!d9^BXrjyk4g^jUTrrMY)1eDY?f1L=G`YMlqwmc3;z(Wi2wX9AP_%uP5oKT}3JjGI z1s1&yzBv5nL?kqrpPQK6L0&94^}S+P&I=0q1e#TK52prjpaKTm8ZwYa1rxsqxO=yS z)*3jP5l4qrc8FG1lQmTzrqxK`!p=IZ)5D;{U>bpe3memHHW-hK>{Q7=O}w=d2MWC) z_qTqg1G(HW#~TQFT^&xbODpH{o`okip|#^uM$_OkX8<4;cPIyLPGHp4e&UV{fs(oJ z_b-q_kTHTvE>lSG%nUDM|tA5{>~wsg<@UIeLFgRUb=(r5m+B>FZ<2U1J5Adq}Q@H zqHc%;iF<2oh2v3MwS>P%*wK;iBX!^O-nmg*ImbAR8E)p|_yr#Z(z04ZhkO(DYGVYn zrg*%|jkG(dc!>a~{bdB3e5Ya0sV_GuAPEGC;H37nBWl?y<@Q5MkNTPQ#|S>q3d`%}WA*+~DD^NpJl`{48H5r;oaM9|dVHp0+wj z-DpRNU(AQI)!lmr1teshUfZ6vmzy%1E^N;kGJ&JLW4-4g+*FyunV=6+7hzgvRBxAU z)d>V?X&aYEtOOa%$mXpbsU#!z$3$SJs1l3cap1h7=&gAF{?JkK#9fYe?ZfW)QMO+c zW{S3&aY5=Hl=oRXz_7*T*MX;1Tx|RqVD0h%ZuZ=vbmwI1-*(l)HX2d#U{!vlw0e!%Ygdi z-0z}>?&e8)sc0iDcb)@k3!jugy*>nF)*?dn?wp!Js*=Lf1N6(H9L<$psNdg9)s4}e zejhjd_T8;kxKkRCm@$0bFM{2qTFV@;x9==lsh>Q$pIRXmc-hRaLWAXTEX<2x(Gx?1 z$4}Q;W_Ziqcp_$k^>q#w)_@OW-St5WMSmt^m6OKV^-&r*V896@-1YdPCwK1wJBtwp zFnyXouRvb)_J8#iPtle^yQ*Q~ZfG~a8*^2V4-e6FQHYTb87$Ctf6Uo6n;BucWdal} zJueR&>8!o~^qkbsqG7g|P+y3mVa{zkdR2_<;g8)o>)>CGF}QNtd4I5*Fc6|=Uny>6 zj97TOSQ@J1ey9|v$!>LRrriKz*z=vkO-J{n)V}Do{~{VhiL{2odZ;@?4xs(&LrQsH^2_51t zRAmXdG#@fHT;-x}Vbb9rCa8}*eGJc|GR^m2gLC*xUH`V~k>D>n5ie-SHp52h*1_`( zi*OovLceRlXPEW44c5Hxr1KKM8MR$yIpW{{`d*h3{4r+-TYJ40P^*7^QL3rA`RHOVkZDMh~Hm}uJ|8RHy6Ad9Mr#)&{G<2-fy zdhEUl{Pwc;$f18!wAk$i!NZ%qc6ZZlIdB9|EJ>Ubs9`^0b7bTpeMX!dJYKfQv_PiS zn$_Kvc>IS(QZeUlJjntpbelg1VL;IJU6(Mo;k85-YZqz(rsS4<{8hbW$T7qtGeY5XCB2hSJ4!~vj+Re{3)8=Tl^v(R>h|(3(}oo5OI%D7eA@F?A~qJyg`a$An~@dam<)T&Y>tq>o?hWc8EL4OBO!+$@_IhyuB^|)iSe9%H%OM{uGFDE z;a{~Ryg66%??{XxJ^0*K-565UBk}$bxrz}*@_-c%V#2))gxmEn6JUWw1}L5p!yHRl z;>g$>b_GITR_O>9TE$Y}x%AHT9b#?QVQ{BB1gNbKK{vtmTw?d4A|ZKO=t9I*Mxsv$ zwB@ydX)*hRnceI;>)FW0qVNnbq6i_FFq|Q>gooYxV2w*~N#ICQ3%(dF{m#4d!8>fU zh?>@(EDo1sn{11PTK@1;Kl~0$QUl9rU2(MR?`ZTXat<7}-A`2H=8Enm#5_z#Oxm;h zE;GAeX2;o>SeWHL)DI54y6F+8g8493ujb~q!loV2FAIZQpY|0LgJoO3Wx+b{gz08{ zw2k?8MV>4=^QF;vh{SX%zQd!IlS=tY3Vaz*P_F;|{Ue0)(=m4Q1Pkx?`;EkXgb`Zp zmeuxGv74ZU@4_qI^CMLZSH=&$fesc`eVs3GYhOvrYXyOf!d`!9Wi)N_ec4~|IBz__ zT+R;AK!+XLS?SNxvDwvFjHQBB3wW#M?>^P7=O=3e)L4Zm>GIg$ObX&)vG^J#4Be|C z`_yDiP>)((C_dcuw1q~*V@BXU3LRt?aNt-$fUu6;)~haiV7|Zca}Sw*8h{^@^_6hcA9!DsuuOrx1f=mc)AHDPhkL5j%Qi%}cIk!+nNh7s}9M^Atq zEWKy^qyUNUb2}xCgTQ;gll$(Wvh`r&VMyQcTE(RNv45MNOU!qBmjBB^ch$PN{xp0d zDr6MPB)vgH1v-DUTKWA2oU?DKhRaES@(iGnf%*-=5VrhW6s+Js0CzG;B*d{lRRahl|a;6(1Y&$7Ac z`Sx@oD<&0fv5BG_0sd*|eh+H<6OiFj{b6qBY^zFMTsSjaR5zl}CBDg@?P}CMGLRt{N>ce-4W zQ8QiBvl;do_cJ00K1`RSVMH`2(*-g}M~JScxT-sxr(V1ZV+iN?-0xYa)q6QzUOG@* z%QUQvziHEQ3x7L)n^-vAxH;DP58+*8tc!V~3+nYG?;u%ONY$LaM?ICk4tFtM?WrVZ z0ZyvhDzL@Qwd(+~4GM>YaEY^ZC=sGlx=+IJ@72Ojz@NFnGfjEe}57OIvrdW}B zJJ!5#y8BVGXjNy^*!W^F%4hRowXTZ;-|+PHLp*{rvrUoaq5{@u$8QyYF2wn?ShkckAc09kAy@n8a>_Q}gPA z`Ga0Z+U8&W#SZ3woZikK&c7{OIn`9lx^PETg6)xBW(z8>$Sv5BIv+Y4$L=ei`K5M9{zj=5$6u-LKzd}gGCtJ|4Hz7E zq=Z`t?jP~6iT=Q&^kGzIvU#1=9#*a5}w zAUcE><}t&_c2y5~{>=PpS+LzX=L-23T=R_PDEQRcqV3zlo88Q%Tk4Sx?4$A-bV^N_ zs5xJpIw~w_Damrk0SMOE*{;kKDqnO|zktiWsSY%L+Nv^PW{iL^>KbRj-Buo#o81h? zuES8Xz7K2eb|RUmq*#8_1^hQ>ql3!Q)D|nPzdXO<9Fpl5(@Iws{e>5*i;tIBG5=-{ z77L~Fxo1|^PW@_McH>)w`2>CWGR$~UEo+ zc8xbpVQUpYB=vd=KHQp3wXquH1a%SZLN}El*!z7jg|V12?6c9!F^FBr35x zDQfU&_uT>{8X4g7il zm?@J6JJE$knzK!MBvdO>yXj_9EMeCod1ZD)$|0=9as}q=(Zxc&*+L{C4Dm|kkPEC4m-%Wr_WSW6?E|->@ZUF}jkNz+cYI_GYcuNqzVb6$bNg{C z_nF z-TK!AfiY5}B%rDJ8mR~M+Vwpe@wBKb&_hj!KErJ4%R3?$<00m@f@2ik(f*qzS#O%5 z-%*7PWBpA~lTy=}m9u?#{;jC#YI6g+a`tvbCI@Pj9n%@zzgA-#oDBbV(JHNEn zHaWd>?au@oqWG{kDKx68Lo5ru55ZKx*I$m!-~Wl_`y5YGxE7H41*MAkEz*bFL6`|P?PCqS!P)n zLMAXqc6HJy?L>%3hNFEmVMtK6Zv^!^i)5Tqld)0M5myUy~F$|8n zO@O`|miXJho{SGNrp(~tgMRE=WA=xjs^->Juv;=(=&Xf=OVR zUYSWvge7njT|#r-!%noRtkY%%rHLmIwc9Tx8xNcXb8B()WWQ4~h z(&xdq*U9fUjnU(SxM>b8&bGVhMHQ`N(~BH^PBEqxe^NYl>=1d~P{^&NR6Q6uL-MH) zmIL?&oSsh^?UYIj|KV{m8g{Ja#1Qr(va-7KU?8!)U$XEe{>*IlkwHk6dNihnumm+ovcZ93&6eX{j1- z!Obdi8TefF-<>Qt2PDKvo^{!ZVa=NVMvp=SXAk|K45#>X{=IAR9r|ayY1aAS9Cc5Y z_~m^|U8$^yE}=^$F`OGof_8Zb(-P6BCv%btHi6xV5&2Se*xN2YAfkRC<6G0MJ;Cg& zb9`arnse~;M{2x7pg-&!=rMhaur05!57Y_8i}jV)-Et{@k^V3b`#LiEa>=&eoBe5p-xThRofSTGtCsR zo3#wf0R8Q4s~}XrF0^KpNrjgO7%0!OAhRaQdTS2oLCy44}pAJtdo}3_vV9~ zIuoCWPl~4Y(`GnJh~oqN;=A#GANDSE@9O>|%l%KX+lU8RbH}j3T@?G*mN6tQn6)r= z+BJBTlc8<5A&qEG>fR;)2ZXrvJ91iv)EDFmq+*OQZ@)#X74~NKA_l)DE5{hMR{@`pF$Rf zNKq`)2=w)@=Tg3oE6AxkKHAZmLDv!7=!l;3Y7}x}1p;ddRUmEWyUrk)oD7esP&Pr( z6!j&`qsy;EAhay9r)altMWcLoCo{~){7Y{5hq*?_zaH4;OXmM;gg|Lc_T^ zHnvDPgI9b0Gk3^>1o1hTUKCCN+3O`hlaMz8$Cs=}&y};UT7BVoA68)0TD5u zAknkK(c&~DZO(D|i%a$ndrms|Kxi?MEqvDI+vIi%@66hg^{J+%28whC(M%%Md4PQ` zHo5-qo+6RddKj9hs^c$J+y2ubH&EHyx-GN(H!v5N9SlzjeVhkX^opNk-l@;1 z`w;}dydhw`l#{znBQeq>{6BpC1yh_|7p)5u++BmayF0-N9unN$-8Hy7!QBZSEVu`E zcemi$jdh=XcGXw)<=v;wZ|Gj@o@>l8u0eIAWXgg}*hDo%f#Z=(IM_f@&8F6npDsP2 zTSra3k7i-eFC!o#of*feIHfC#wXH9if||^6HM%4tXB6;=*CXJR<^;k6{=zmnf7p!R z#6=;YR$77E5^D+wXxhGp554%|S2V+lm(6%lctPU8Ihvq;OLb>XksZOYo}@0+%G{Um zTY0|)N+EFF7xeo69%>}|ue%HwB=Vn_^ID*RSMheW^5|evpQMRrB`;bt&F;nnvxZO~1bXR_ zdX<2e7?b8ZfXc!D#qbvUa^B{D)t?Y1PFoDrm?icxJ;Y{6mVc(RbzPf{xJldF`8|dH zCy9>{TLvkH12<<+)aNe=j#FKvTRFx4s^V)2wDhdb zZyT6n6B_I@8yDb|hTDDFd=6T?biTZ5>?p*A?40IP(_iTYaK9a5*!HD<)s`)&yp8cY z@jHPlpOfjoRRpdF*)6y2bS-u@H|zKYT)%isbtJF#XM|b?adko{oPCYd2XbOBr_}s} zhdz3WHx<2$yNet1Bsbpnm^zTEXhlop)Uys~_qL`a16)>Yr&b~cTh^+34OHIoka;>1 zY=Sa(>P1WL3~BX-^c{YQVZyl5cieo8P9th{*h@5>KV z|KEo$=icZC$CsC%V=ZOG(Y^w+5*B1pxM~ta5{R-4thqAu3}fyZlAj$3F@vGPakqC* z=n2Giw6_82`eZgnt0+IAKAJTDb^B905tvl(W{7)3Tz`{18wWEeMlgc=)`NR6rawoS z{!Ao~E#{VrFXaQ~j^l_V(;dYbl`uu-l2KHlk}aXZ`b?ogi#L*UfFjxB^J0lyE*Cjt zf_Q)@?9JCbI$B|qie@()m^rmI1=HkK0B^|KI*wajN(Y^;jWZQi6&aIm57oveB+@dEI85zt^E`-k-C+ify}o|Ld!?w-&9$~ zWKCDnmjYs5AQ;bbCm9^Kc9Y4~IJ3ABF$}Dtbm)LE{+|xrq~v~PZ}E__67d~B(0Nw< z1Z2ZgU^l(BxXIIN;+rRW0)U-Ij#pusz!Ov0#imjvDA~w9$5Ec9u0A;Mxs9_Wb(8-mbyL9JS9iX%f>N0%;@d9c)V4#`mxZC%T~7=E*oxjUO1Lo&jZGq} zj%F{%Me61|-w84@}3edt&hI<0cTscD@dBZry$mkY4 zxXoGXCw)yW!h^v9Gq(WcEh{7;bl4*n+|c#v?COX|c6&AvPM?9|O?kw*5$djGNus4Y z$`r#&E1dRK(&Q9d)N#%fDmPZ?c+xHU0{?jzK%PZpVp-CMArdpGz%W7y{VSO z+=FvxZ4{Eg)1t^48CFkZGoXsVMY(mEm6TLvT*z-pc7)GowWLdhzTT+R$uF^C0gt@*8 z+SA1TZ4DF}{)xle_M|6oLWM1doAYG-)~-MVbXd358Ta#s62*LrrPiXiFonfjowz3~ z81=(P9ns$c)0y&792eg?Jk`4^R#>nDZExk72EtZ&VZl#(k{EG*bqnytdTs#^_+c3G z{Nt80bJ0j*2+BirV%~z))?RU!3`z8pcw5Y)-Am(j?u9zH^kO5-l1j!ZHD{)hBb_7l zf2S#w*-M3HMUCYteo3b?8u%Qr5=Mm$eoQH&`J5Ar)b40(O5won^?u=V1x&t`g9r6; zLtVEiZKp(!`J}a!mn4e4pQc#eIM5l91eV-K42B7$ay)BVYp1|`;!=8(qmf;ZWmPb4 zjXZkkyxEUQa*3mC_ZS<73(Fk~G>yIM=S{`S!#l!VcemFd ztHNj8@jeC8%_zvz$dK`Rx_*>KFuJ|Y_zP4m@w zL6h7wmG?H-@GGt+b(Ql6r7 z{j;@A^0oo6*iDQMmpx2(MkH(&0v#?Yq!W1JZ*R1FT@P)C6dlIE*%T3JjJa)67bP9Y zBkZBTfIrI6=t{AxbZh5gxUC!-5S3l**~!slH!|MKRV36E=!5SLCm_W2T`*2XzBh1n zFelL=9a3oI=4$J_W+L$Aiij246FG5CnGY7dg%(ByW;uz{6?e?|2T1e~4vNlS>dl;0 z9UyrbDcFUdS3}l>UYT>B_h;I+!jUcX^mBb#lj9c$qzVK;44fy!P4Ii0IMF7O^ZRXo z>;&7Xp#%;stdJA$0>-HDk zc+y2i_QoBRpfnDKg@*R0Dyna`)VbZM@A2Cx>4S!S?}NecF8JYKBpkgK{$N`J>D=?B zOxZ~JWIQY2H^gC9wfF5f81I5$=Vnv$lK2Qpbw8BU&}88e4oUnfQ@ID z&)ZYwmujG;H`&89!CziUiHwh(hkLfq*}-yZidn=XRD*~E@_q#_NZx^`0KMyUX}T33T*SC!w&RZLP>F*4l?bCK8%Y9O7j&lfp5SFo#) z1Hw$H@g?NhhDfl@yRt2tJ%U-QNbfKR>k1Z8O6b} z6TE6n9T?CFm^v!d%?FYOpQPP>35)wvK+`YjPrXRHf@iP=exHBquMhs0mh+ZmWef{J zSwU(BROHo^^FM08qlW#=!ut~?vh+)HsWxVLe)5#VUp`!QC+RF0hVV~64pe`}ceajG zssh;cW*eM7;1H<{4YaDB^K%pw7_tf z@Db@EAd&3a47#_Ypll}Eu#W>rtOUnReUiA?!!6t;ifrF#{D>n-vWUoSgHGItWcoqx ztg*wuK2$_@3no39g`n#+Cf(C0bb z+NSyJa7sBKM}O<5@Uff5=|(v*AM^ghkj{!LF(5SpW9GNT)7`1~DOa`f9-*Vl*}*fR zUbmhVD>TJrCCGO77L%NgHMEhjfG7pc2k}RU!R`<;s4`c@XXD(92gU+r|dJjdM?sq@YCydbQW#t#$9_ zwvLs=hMd!4*SR9V@8roO?}wij9m5I_Rj;dk(x8@beaw1&M5+p3BC)>9FdksjEwSLs zbeZ%zz}hlML_xlTrec4G{OW{>(5UKSEd^AkpOqT9)v4bm+>R%MWjU`% z=oF3;)xU03!`Ub(sk34X!s2Ud7;xLAWebtqg`+^(`kD84L9|vu#JG^40FRaOh5#Ok zRpH`Gl!a#Zrx1-cJ;X+&#`Vb-B2q#X=+ECR@rS?b`p-@obY_O|QV_Ta;z#1xt3_zL zQ_tx}b+HqEukQl;0Q$FJ2=|4Rg%N}u2m4BIAQhQh0p6_Wg*D$UG>Dhyc%>yZ=%i>y zrEPG3V-}ZBsYf+Pe`15R32OE6-2HNuVfL}Uau(?5#(m%} z`H`+~(0{13urEWZut$Vte;D??Xaksc351>2#owp=tnZ>nkjl*jnuRR`kgW>89;_W{ z12W54wVZMr+15F(c+Q{K!FaR$C^M3imRs{z>rK_X?}Q$W?OmO@kr21~E$c3Qhw7x= zj2=hN?vWXLtmvn$mG*k2e(!+g?WgU#&Upx5u{$_FmMopSeh?xgw1w*AZ5pVofG1 z@RhBLlY?p@ysp?5y-ZuuxHl*tp;}wV@L9AA=?X;so(95EG;(JO#COow=gSmpA0gcC z!L6$(&mB74nxnWBvh|jxV|bg+O4Of+wc$XL)exkfUE2>_gdnxSB!U}x?(s$lU)YeC zNfHqegqQGcM9%b4mZbJ-jiQdoJ%BJnoJC&d!a8+(-jcyluaUu6`ouMu20?Tfde3b} z^aSlsm}OQmFONS3EbTn(#9jqmK}_2UIjM-DP+Jzt{s%EjJZgn-Hm(Sv6?|!%wy7kj+19>Ixdzh;22%I~Ltm%`vvT&OhBxB@|F0Ef{n8*G1Hk_@ugD$3aI3>7iO_pWtiH znErmrP2I&?{dsP$6VjOfY%%^m17Wf%D2vTY4mmD{U7vQn{H;#sWA?M%wmsiaDCCqz zy@1Wv=BcD%ZG#!&pma?kb3HxSf!IMYOK%Uu?!IUyTkA%!29X4ZWW0zUV3(Y7KXKu{`;deyPm1 zQc>a_%{0{kmiTC1gWZ)tM@|7h)2F+}qq10?WrO3f9h0#XO9d`+YU*0b;81ULgg0i) zU}{PA(~nG&sJstfUTHB1^oG#}bN=w<*%$a1zV|I%RtF>kZ>bYsq3h2CX$59#MD(;8 zI!uR%ms*5!RLT8(cW)lN()H+dtF`JqJ%**xZ=}zoq=sq)Z4Oe-C?`xR%K`%Lp7&69 zo$MT$OF{($-lfOMCG8roo8(@z10Zi#^6N>F0Vj`a=r*FM#tp~LDGz!p6>*~O85)a4 zK}>Hl#7PD7Er^AXC+NnG;@<_D_#u%10k|9&;TyEx;?hq$gRo#j6aJ&ypE%XBpWRPc zvUO#@E;3nV$NZ&0WUUzwVIs{8H`${8%Uwmi^vHn>A56e*ctI>d!4crSRy#){##VCP z`US4*8!~dk!(l}#yHd}M^ZiXnm4}&zS@EvVuD16JL)~4|%{wLnyBL>{5|Ui(sEse! zEtrx#F5qT$)eIv)(D{At5!yfK;yu|)*8|WDm{mn5DxxD+!ZZ1mC-Ez$C^09oyV_P@ z#t`j&6X^DVMWkX4rF>>6n=dmQlik@tXN75-;TtNOExxkSQ&LUKMezEp_`0CbHj#+o z6!dfcRemriSo3_>Son3eA`%)N2Bw8la?+WO`Xn@z*4D4b;*le%n{bN1>%Wu%Pzxl*?T90FD%S&!d1%ZS~__28td<&a6+CIaPfwPmg5=D7d z_!3pe4oXQJPU>E@AfCWcu>JD?C|b7gJ%#`0C(cE;M}k$mC(tjk)*`D;JxQD*UwrF? z&phpa3jOIq+tFV2SGl4p5dE%&)DmVzG@ac4Cb+^E(ie11Hn;gE66Yi5?KIK>3DuoU z<#>UfPl)eI8{|T_0OvZpyGFD^zmi%-*Lup@%f2VuW!us92=$Xw(xj7hWWuvkYtu>T zPE*5|4X~sf($rGo>=_|9!1S~^2BmTu%K_A0XJexA3_qahZOv{rlynbb`s_Gk3=MzP zoWyoXd^-dx!>Bg5w@m6$Iaoa&Y?tAfKF5);ppgG>pojh z-Vk5gR(fnm3{`ZykDkhC^Ald7;A088TO5P+@ZSg4T-BH$xK{+0X26y!r5R3J71dP6 z(@3&LhaSzcpRq(&t@$BfOl}MN)H7hC@S-{;<_i9@aa~xpw6n53uGQ2@P%#}sO;z{C zagJpaI{GbOhH@>j$;bH~Qq|aBB}_sJ3YmuUR5$C&eP$W_5hkf9<~GhL-*d6}%Y?d# zfBGp?q%`Zm(Zld4&a`MqF#$uJ!NnwjPwv|B%JYuJ9zXCXwSI^wJEHjdv@ka;n(g;e z@u&LqKWd{f5c77iQ-_Qc&7sUl(%BgoWP7r?XJi5SG|%=vEnWWmY0eIw8S0HOvGDxt zxFm*HCV!e&1m3sDchvzm$Zw3CZ$n!2@v^`e`}FD;ej;Hdl)ZWH?7Lh2{laHLM!;gzqiS z-0~R>Hw=kGbylRk80#ytr%ek5{MM-96HEh0XecEm@db2vdYW>%xaOOtLIyDld%m`RdR2ML-|lZW-YW1QrB`8ZYX0amrD5GY4_2Bd zY_X~0$tdSvY$njCW|Y#{Md_~IFIl4kNblP}17a9Ud=I0r6xAlix~jTuO#DpjwspkE zV}j1X0{^np{(mQyDPpN_eesWtMk;gS0%;CmC*Y=g5KdgXxoOSjD`JS(%#b> z?jI%Y`}(TS=sB;guXex8O0VymV9cX-rwKUP4JTA06(u6UtHG((Ss;MQqA`|B>={;R zf-CgON4#D77{s<#qqW++oXDqby@`KO4`g(*%N3BuwK2>%T5gNK8Q)X1mz50mghRrU z87&#CAB|vF$+88^%^Fw#!ycpL5x{R9z(9FV4e{1#{m#-fCGD?w@A*}(bHF<5H**oc z@x=-W#e%i=C}|E#wif2l(94$gkA_A?onsxF;zpr3ub>-7L%TJN)?jdhQ*-Yz)Gryq zTJ^e*OCGqA-S_p0$GP-H-wsOJt_pHY$PAZy{;C0zI7s&~cd+f#C&r`(K)F}BpVWGS z79T)UTO2EEjttv$bwDG3K4~rziWU=6N<-@Z3mH< z^>)j$rOWBBZuZX|9c+Ey%-`@Ozw23eRWhN$adMJXzhADZ)fu=Q=;D9e<{0WM<_3PY z=L~eRda?bJ-`}B?V04CV=*8k^_N9)yVbDa~nfFhvBO+~N$G{4@Q>IV`4GnVE(VnJX zkE36p?O(>-3}qGQOqocy0kyXgJswCgr)n;dHDGBJ2}@YeP$e;!slT^wo8^*)wXxn& z(+Gm6z!J%OhRcH^VaUhjr(#4wx`}w2d<@ez3^4bAvYbW$rRijH@k#aHB{~vlQVc5=OtDK3F|0$GoXQXljCxCXuxu zKD+vV#HT{bU6kx#x7+%7T|i4nx2??)C;Z`8Vi;(~ih@kvV&h1Tt9IVfy5*3_s%>R; zEjxv;7m(uE3JII#3osUg_9Y_+%3ZAINv@_xB%gVyK2^z)lz?skU<^P8R4+*PS4 zOS*!#=9}KTw3{jLaUg>yW0m*_;{>LDUvFI=xo^***f=JH4K9tLP^1KD92dwh^_>{* zW#GY)ZDTqHIOCD!F-UA4^TF{9^; zShFIh(yq+*x#A;zBX&<_5x*^GBgz%^JtfIh(BtG8T13(>(Y1HXMIy)saDiF*DG+)}_#I zJ&?6D`H{gsXZrF1-|A2`QT%-%nqWL|zs8|Sm*9y_bkk*o)D`{Pk)d^Mo>wF`&;ya= zJZvmTZpZZud978Th-dx~Nl+LS9!0LHlp$_;C?&{WJ@(dAyyz??7HZOudf{b|keh0SONOvk!_p>MRU&xVY^yu+)auj4-CQ|0Y*abzd7 zqQBg2Z(_9<{PY1EMTd?42c9xx{>a7|qA$25NwZW_;qN%Z(LM(}X^sfK7CTw*@5i~m z%gemWKse1wrn#XEc{6(KX|=w{$(SBK#`TqL{?UlsuWx=&1yk$Q{}Yn|hFC&w+mNik zdy9YmI)7zy<85bSaXwkh;|_NrXZL2|c@4nDyxmvcu24Jvf!oQb~UQ9h}XX0D6NA0#c^>T4z?mBx&xp8)+qioBAuuH z=Q40W_#vL_OGL3!h(dZZRAimsBo5vb;@4&IU@27KNOW>2)F!ueL8$12ntX>8tieX-^$@SDac z-?_qbp*7e9G8GGkiqfRMYL+%w`K$UwwgLo5^8{>TFej0-fU+m?DIHkHRi4)a35p~t z*Z%7QoOEH$n`U7cQCgILJPxqw8d0nFP=;0N2x+tzj+Wh*rH7!A#44)mVkx=#>G?yY z3Yvx)l=%*#HOZ6~|D<^!mEen)WYHEEkkp;l5Ym+Xe;($ipl{QE&4)RD7k$*aLD={k zvGcT4L`~%b*hHKVEj32>f@}*j+#Q^?hZuv5BbW!$r0wXS9|8?g+L34 ztkt~slYlf+OCz(Nm1hdJIx!Zs7 zdDNjUR3?Wk?S|5<$r?V62HBu-cNp>K+vLm}sw{s4oK(>QsmO3v*#vHhIt50mrlkn7 zgV|!j-wmhU%NM9a$5An-6D14_4X8?L8aaQ7O_T!fTQXpGz}-{(lsp$8o1X{Z@5V;kwMZil5YFkc0Wja)we(Aw1#G8Rivs`bMcfo8 zn7}p0c|Oho=-Sndt@&~En;>GKMyDyAMF;zEm>fr4)^B~`YL2CT%v2D+n1e({<>%^$ z(_BUU&rA&W{gRM%@e_LE^VYMfdx10e8}F7~MB;_R<;LVMH;0bs2iAc7#pn&81taOZ z=Za&I_B%1o-L?()yh*`=7R@n6%4!Ash*3YeG7OPH4#T&&$d1uUzL(*9(|8wnk27Z_ zW`o6~Xp0}KJ{>;30?n`4uPb(R6%&6^(n>l|7 zlvsYB;yab+PzLc#gP6bg{qJDK3u6?A8nB12-|-D+qu2zr|vel zdA0eCSkp)CYj=Fw)hAfXvvM^pSD0RiXI`Wk+Sgm!eXGMGX--L$bQ=F=qc&Yjd~JMl z-F7OU2=Kl$982H_Zfdjifx}1a+CP1mUVM0sIq^CkjPB0v?iH_YRjp!2PC|%56*}!) zvkQ@K=B}UoD}INh@jWcqW)a%0axc7unI{ua5%f}Vd)Tq=C46nT)}C_Gw9&Lf;+IOC zmb}F6wTiBhWkJpL>25Z@({k8Yb1&3g9f~p>CzL3L8+TNBOl=*tj5o~#?b7B+MC=&| zp+(fY8-37aq!GVKp3=X;f%1ARdAu>^cKKc_MsfkS;Zs2!Pqkm+vGpUs;8lon=3~L* z;%&vMQYnibE{3e2c|s>+Uq(8yEY=Ju%icYuIz6Vrbdq%KDR&grVhY04ocT`z1Fysq zOKLwt?CHx%QunQ|;sMTy`C{XZN?~{2r+T__sw4r9cY^$r;$n}$J?_ZbA2{0QVHk8R zb#;_mz(Q8T;U)L>w6BOiy|u%5Qc043eUDi)jZZ>X9)jL>A23&7R;OY2G;}WjcU^Ts zjI(*=2=?4_YNP!g$lW&sC=fKW>+@(6%)DdA+-h8;E=ptcr%ZjW`Ck-E{9En|ll6^D z5F2>x?MS!p|FUMBRp4cB*kMaQ$|2j7v4<6}W57baBw=qcu*C68f1vngR$Xvby%aAS z2`Bl3kFv1n>4~sP*f@jDK-bo$K%(PezNy#4e8$UnhSOFHvfO}h9#(2}4(8T3!%@I& z;$0%M$Hg!N;q7GsihrLZLg#;;Tu4Bg{$DD`qB)6%7%NGfa6~u;pWX&!lE(TQLYSxPCrAz6d(^9r*w%gF&_! zP823j>VH2Ch)qU#ZbkQc>DaN5RWK!$cYdKslRt+o^banyk ztG7iK|90P>zo&!WNfKHj-K1eh^6ZA33;%+BCbdPzytvz0CiFT!$qAiBh9b{Z1)^Cc_93o|6ltnJlCqVqQAK;lo zad$g_CP)CM8QSX+9{$Aec4#fOX5ZP0l}wkaJw8m*KT2yD#{k)8qLCw8M6O+_C^}9u zV}5{qD=xjA6Yo{Fz&@X)ar1VLG&1oa&}+=9d_+={h8{P&K*=uZ?W*RK;WyUc5cWkC3ga26YS+ zKY2bN0T8ZiOYQw3x?+O)dwLwJpz8&qK5lSF?}#Z0UX!b0o$om~e2^ z)WxeYLrq2wcQj2KlOO=Q-xvJD_%@7Iu@(c~*x9CuN87Trj9dVxyN%iOY^xZCnHFlKPf807d4-ox-sH56F1#x!myX|z&#k-b_R%#;Z zP*IwX|FT@`%Q{Px#XAYuIQ@AAwYam{{=5tPq(XK^vL@JgKMKUEK1q{L*LIUOmn9A& zIW3*2eVwkWEQ^QE*BZRT%5Q^oJT7vT#?Dm9Q;KQh>WJFv5Rju7o*IN8H~sDVsa@U| z+3Z5sHK)(=5ftA!PKg;Td^OE1rcD}uL!(}Jmh|n-Z<>6X>HmT~Nm?5J=8F(&0$2al z3>4>kTy-A1jF*5!L7}@Og3;9CmNybn?$Gd6>^i87Zc*!?i#Y22lrM2Nl3FkjyM0m8 z-=&v+#~aK7gAvGXBA9Ux{ceZJ;K`CUG|s$*aj5%PI4p!TtO2)MIVz4XHxH3w4jS@n z^_g1T)f-qtrI{yjU&z_|U`eAmIiv}$Z&x8)261b#QMWWKNt|GV57fH~T+}xOZ({{R z8knG$vB$yaf!8-jS(F%s3|J{sJBz#*J*d@DJMxx)A*7G>o&+7~`;smL*019k#8-V94!Ip~ zI8=ll77&`k+pJxr$ZGPVZ?m*6PRgwpB7aQO^z8LJj2(+D1=tQ{xpzaywrE^x=&3rs zSH8~)$n$f8wEdhlJ1yRy8@EL_+_f#aZCoVOb16~T6`^NtW7;Cz74ywXy`!ST0zSl8 zYxlSR#bu4P#1E~ZR01*p$0T+Dp4X&90`FNDG9&nK&EtF-H_MWiWfLZ^k0Na&mpARp zrH|+Lu^hPG%-!B!%Tsq1fN^gjB!IiYNtc?}UZc_8$ECCX6^g<4K|MI2Z!)jIv%&pc?wlrZxI@sbIB2A$1Cq^&Qg5z!<0B|>Ln`4wW+UHdJtv*P1-IOM*@3+T|c zM3K8FQdzxj#s*R9F6X_0n{5&M3PPa8=Lt*lS2FnI#V5X|#rw7AmarIuGsj2V8yZ4d z(YQjHh?}TXxD+VTWNSuTK~m{eIhyW>Pw1G(uX1#t)x>wgXQ@=~oy*6MWvbJt-+vbM z#2cDW7A`%B5cEY6Is>=t8)(w zZ3p@4wesp6gjtCei8Vctp7GoCR2Km(nO^?O1y#2flMbtnHok?OQb%1a&wBr6pNBk^ zYpjby{aC`F#@Bs{NeEzMXZ|W6B^v8VFpeaunP!w}`sPN^Q)$>|K%ijm=D2*qA$$7y zqD@!S)j<$eCS)(P{g%c-mMFRJwG)6LQV=NNceeUPidIlZ)FIFpX{Q7F!ECIau2&jf zDxy**wIwN)M5dpmQm}Vu9wHopSJeMEtphjJhX~5!cQRzM#RHa2?XHb6)7L3ozE9I% ze~0>PYQdd}Sz6df2aB_~JsYE|8(#|@S^GuH?yRy>xfxF;A-F<e!Pbvd5E8_;_(H(bwnq zPSIzIW`R&7yv0IdF?ngdK6zt#=lI_uO_NaoBP63;&%RLor`)xsqP2$eRD)s5!z@G0 zct)Umiw>L=Sw6k-XkV|`!yj(!rYvoH%Tei)tRIvPJZKg&*j?$_lN7&e+CByDhdGOp zfdwLgA<-zh3mL+7V&0Dq^;?!ZYSR{a5jMJr7C*YTx?45wuNdnG?>cAXo~RiICS&1p``?EEriNXW1(pckd)hmms(K3U+>e}^b%V}{*y;=$#ih97vy1Z zeVm;)p3L$_P>+-nPHJd9*0&kA#m8^MVATn4=}QiyBxMJ+bu*4m)0V9zDf+GO7Cd6H z&_`$`ciKLBlO1k1^R@6ND^A?7Oeo|vEnYLLPr&>MHdFSE-*2gl^hPxS{)*5Tz$}hF z6`;ZusW3`%%KSfS^5y@nCQ}0e>3WVXGo_^8${z2k`i0Xqyp2}dZ%!B0WjZPGT68~# z_G$CBQsu(l!KHmMBmT0Q$~^buHVjIuU%!9gDk9wBlkrTtWPj!3CR8Ts?rH+cF?+7+ zNFDRY*8@7LYL4M@yp~FgGvD}@#hXk>ppb$+>bu`zFw9$`mhRBECQLEwkdr78110 zb+Z0x{hi>LPw9e%N7|#fQotT|n9LeQv1L-X4Z#s?$$?2-8SyyH3)iK@dMom9`a~_k z2XqZV^FzA7+jE;(;_O14-VVTntq~phyIOgA$DEYG3bf(i8oZs+Dbj+EfH$D%l&Gqb zn9JYEDy8f8r3!0XZczh~Vw9mfKI#>zrV^&bH})sE}cbvHy;>v~G3GogS2A9xx=lbup5E=52~g|OVXueQ}`Z(ciq zGt}ZFEN+sUDUc{>kYt$`QsZ}7a7sA1K94Z<^{n9E2Cp}>cY8&(%jgSe(qn{^J66bv z35xgtm!_-PRlEGH@6@p7<33e8Fa6a~hv>v^zKLGiw9i_t_5KjQ6MDRXBvNzT;*T=3 z3WQk0e6cSJPQg8$0d1k!Cq!*LM`{UaE&GWYGGYN8r^i=Q_>VkS?>K-&k3TVOGThj* zrnTl@_!SXpq)qWBRH8{79jPOKV0Lf%Jl8Z;Z@d`a!N|H|g?>CSTXsDZjG}2&)$WRc zzVQoi3uyF_0mP(QseDN=8yt_z3^5fSZ6krxaCOWi%+Ed>E7eI>RZ;eZH?qU^3E8dd zymECc%~@u75ljuw#dF)dCA9JSeLvWHS{(a^s!+`Cl<+%Mf8MqAHM|G(bYAOY^&b3R z_Y%mU7WrRUM0}J;!1v*lHbcL7Ae8yXi#X^&98>{*Cpvaw|G7136d2khsUvEd-yA6gQ(+|88pA)>3(8sTfF;+{z zioSosQKyht$K75m)GF=MY&J9B2!}>Q+1HrteeLgrVc4S_5rwh$cwOJ2o+kWZ{|hj8jSnJ&5#cvQeq?%j_5yt`m~2?m$iER{v8Jl?8qDPp9R3A4l!B$u@X2~t=lPLaXm61cN_KW=SrG;W?$ z;c8V&nbS%36P8Q%Lpn*m-sxt0-XGDIF7n6fe)`~|V22+SeB;sr6=@vV+%51LY#r_d z=KlbH^Mv51Y|5^I%w3Ghi*j3mI&A!jA;pYaC2(j!AvwX@n(9?VbvN{@`w08FAz!YP zAE2VM+rafDK}FY*U`Ie|6y1u1V3`Adc%*y+*TN&4vZVT{{-Yrx7{cM@+z^I&iQ;9EGL9e>u z1zYG>c-qL}glTPJdDbx^P*Rl*cPJ=0b&E&?k8?62=T!tI&)g3I2-0q%{!S*F_Gr zs1p_i&)?VTl?TbcgO}fTt`FE9^1l2tH{OJ%egFanP}tufjO|)C1L&zQ&+pIT;FCzX z(4ehg5tg^Qu8n-1ruf(MUeNjAIQTs1y&~rwRV9)z-FOWbk zLM+G&77XDeAUpB8#atFbu^#HJr)_?=lT54A#H;;7r_i3Coy%KFp&DOXr)eWqk2o4) zOKIfLux;mO*!erar7+CTbcIZ}8XDl<;5Uc&7unT3y`6D4%T!QC__gXDDR^XiVQ2wX zEXR6T+RN0zuXe+o+*Z7~er-fgg946~9)@V&a~)bwIhnj^2qiC;GdBPVQ z&!{v;yzNfJC#`)rcL=@`?Y!P`1uwB1h;@hvC(82qt+PAX#}k+6lAc;2gJ7 zZ=`fD?`fVN^n)&X#sX3n+$`3Ka)7s*#3o<*KaStdTjGJVi%Uab&>N$1E|D<0(bMg8 zF;vAaB0i)!V;cjTBTS`HPPXTJ$|k3(OAW4WXnuLbTJ9W?<;JBFmfz?e&UPXn!sr2M z7NkLL+8uFp>4ZFK&Za+|3Rj|rH@)>Vi}dX+A5RHJI8M2rg6PS|Km2MwIxQV;C~SfC zwfS3ipVPmRuBB3^r2jmu9-ELZHa>r5tJp?Zs&QESWOiHK=s0S9w>!AJv9ZCgYX8*H zbU0$-VKC}*^e~#p&`VbW`Hyt3QapJN9IY6My(|8GZ`@AW z-gVc#N{JY;`_=488brA#gGPxlfotb7gdkHnpufmhS5hy+y(blK;lec`lavIOf0yeX z=sbgzAN9`qn3!1|NLK(dDebWzvK{nC34Vt<>>1Suh8%2fy;fh?ll_ujrfFWVBo|T81gh$8rSJ;>2zir_~YACiXF5J z(olV!4GZ&sKQ~GYxj~~fRO%SRrbOa3a3F#RmgC)rDnYXNQpz#tBw`#V2Svo8fVT8Y zo!0l!r`??zV(&7%m2^?PI=}0VWxd+vzso-}YtkB<4pR%CW5cLF%2!X7w5&w8VTJU(9q!5x|{ z|MNweM170zz2y(QTnW774tTW!Ulf%6CH_#mg8+K}Vf6eX^Gj@g=kgBtHAuYV@64XM z>ags8Gpn068JX_nsT1hfDPQ=-hX&$6h7RGNu^UXf=snJoF~~gybL}P$z6q z3%Hti{Ib(251-qQ2bw`l?Ya=p zP?xXQO-eWJj30E7#5PGo~r#a6#shWgR17 zZCDsT?osjCp-IKHM}2f|g2(Mux#3!k{yIy5^L~Fo#S`rp+i7R%52`xE0hc8j3ys&r z_Om;@K3c^MNsNNA@*GiS^7?`7VL%eD>`XO$t{5yvVUbVi%R&xUr`w$Vn%>b5!B4@J zM{;2&&VgLd-KWP?OUnFPX}#Pw%%FFXAl+(}f1DP51e`E%>As}14Pa{EN@zFu5pqMA zgu6Ze8hl0Ry+Jui040KN#qT<5A*zDEHxEF@kH=eE+uLieoa()*;H8S{EkE-*EJ#C; zIc~7DLz9wuU}^Qnsh8&Z5{9Zo*TdV^0~N{FbAN3wg&3>^AQ~2Il8>*=*K#_EAMu9$ z>$uU1Ru>uNR^6nDg^v3QWDh5+JTP)cC&!@H*4hmhp1vh(-JbO^btmiACsB`@60db|B`8t;I)&bF@OSNk2rD=GGz z{NXcKBW%h@I;kACTs-e{+6l0pR#lNLevDNC>BCHxsk1k-g}MMwLWoS{3YzNkrf{Ug z6oK8lLiZon@Nu8;u`@Z!H5|!l1?=-*gZ%j?{=2BrtyYbyjeT6@xs$T;+J6KD^PbhG zhole7p)GOjWm`H%%b@sC^+XM7Dd9^BBRYmh*e0>0S9E#brvQ0ukYILr2O{Ou* zuGo9PV93sbS8B{~c`1StcN9|p{lU=gu}6y+tz+k+>r7rDjpgX{HK2WEz=>6yyyWl{ z;z_Fm0{mV&b$|RDpof@^fha+H?4>svw&;zMzD&+nm03_(zMEeke=C_AnMiaDD?^hqltoFU zIj6#673?-&4NSatO7W#wr*2~jn@kBN{!`w&@p?rursep19uAgq-*atw$W4__c@L>i z9@>f%?`O!&@i(3<7`^#j*I7(R1crtXa&=HaEtE#B{f}EG>ob2LqCvEDb}- zaJY6%yj3zMQjpKg)zYW!kDRB)LL9qc+8jNjEI=)Gbtf#f(UdfX#S3j*5dKtQRHU@# zbNc`A^^NUuwPCxljb@_8Y|O^ClQwK@r{Scr?KE~8HMVWDL1WvPc=kN|Ti<=W`?!9> zy4Skyby69P7w114UwV4PHP50fQ!;+htn+t-eq6l$ikt0p%xT-HPqn58t_OCGO~YSa zXJaMhDHX*BGWJd8aj2Oxr_gN^jKqQOpD7K3Qt;2~!&a6zWceHf^j^7fix*iFW|#

1f%P_m|D;?2KcTwkFm%z`4acD*D-cL8lsT=1cqatr5U@n}mAWP+^VeliFjPcv^ zeQw#6e#l_?a=`x2F@MWQ<9LcjE@?Ruq^!Q20ikV+09^Muhz|r!aU0?@l-U95fR}lSQEuFcQIJc!ht^ z9l7)^#_4?oBiKL2ySrNS_W7CSvo^ng4!tz5A`k_*Qc?C_2tx3d=8XX#C=1kBqMgH~tr z(>Bf1w?+KyPY%`&p4GP>En#*PBRIzCr{W>jeq{KJv^*~n(HjoQO^U+8Nu7Xg#j~_Q zWeR;yW8Q|E6b0P_M$Fx`H(?MqOyz!=ZTC<4fDq>nF zW>yq&d$BuV0al+2>#XrIs|dS(q1x8h?-5!)1V0Gak4kJ8u>Gud^0)V^P7K@%=KEWH zkCB-xqwzV${B9s%<|*0SZ`FT)IA|a!FBk+C25ORi#!~OUMUbk-hg{CHEZ)P2>66J}WJNx5!>$_3zRzLwII~Qwz3GTL-5+Oy2)k&PL*Y zGNGsxC-4Y5ubC+o}}huUpu!MD6tRYn98%rhB`k`w#+yyb1@EkhlPb4tJm? zXZe?Pw)LqCWrTF`{;#|rp$SIXG{eYuq_1@Gpg!dRa&d(2`8MWi`OeO>EROKil`!EQ zvzJfsTWo2UTGkhmx?zXi(cHCIZCG&d1S;SKL_Yw#gcJ+HAt%{yZ}_IPDsOw)qR=lJ_^Noq(Xx zcBtz5e#0y@HpIZ*fZ6?m-)CuuCW_Ry)qL2vK%?gi3Ar3crFysmu#86%;)4+XbRK$* z9u>=+QSUWX_(CS+`P;*da_ldTkz(ij^XZz?(@1S>Fh&s76eLGXS28dV%cag*LK;_` z#B@e&SAwIMX7&S>8p~o!Z-v8Inx2te1Rkz!GWI?ox~yS}@c1YFm@+J@@onv;Y-C+T zIjzj*mjgL_=US_5*(|wlKr@zCTYBXaXaA&VFIaaHssX1SEQIghMR|y8Ehqf*%Bi6888IG5nW}oc<6C7ne#Behbk+^)`(Sr?U#p=E zzm`abAMjMH+o&^8ba-gkAQO1LeI2G1Q~B4$Sw)y}&p@@YHqpSdV(5Y*;Fx*J7%pG4 zxyamO+O%mysJ*g&k_jN`R$1B*}P#zp@%^;J$Sw5@=BFZwFi;@fa z0NxB-Nq7dWrD|~7sLHe?nct{-ugNSs>N16l>yhnnn`xZ;$L!Vg_R@AM2@hD_32`P{ zg#%DCXj9}nI2+ePnB!q&cvxggj6Krbx6Z{Z)9WH-qqE{>)OT_21E{VlqSjEbmzqW5 zal56U%%{@R{xj!zEQ?Fp9@`4%dd0G30EFK!@BgGe!Wgnm+yyBBLQ@+WXNmr;aKnxLASE** z#dm14KwsmCe=5wu-6F8lS4lwY*v#9k!IqKNkgVWe4EPf>eRhl0Dj?)YF|N9oqCn2^ z`Z{{Znsa1G!MCj2VzIqgZ5LALDMcqE!-Pa8Jua)vV@Wg_={No6qD%8X&PN^EYpV$8 zuqT+$(5Xf#yzi zXY~PJy*v?B_d&|lGX#HaU=(4{4bcDkInVHpTHU~-WsU*O05LVnE=^SnWCeWFmuQ2M z^>eynG>zd|`ye6R z6H>h}$)=mh{zMYfzBhL1R!e{(E>t_Ykx^-Dg)^x>n2lu0(L3#)aXsl>1k`Yma|bW` zdUuFa);@dHz`mP^LdnKNM(oq88DIHChs8-@uatl0D(|>`N{xvQ%hi~q#iW#GG=xB! z+=DYrCPf8(97!B5@cCNuizZr0dTJn7GCAV!vKb@V_`(r@G2_^xbwq9le_9SlDoxfz z6$wC>xb$^f;*$GPe-14tptIU1R{;7bSet&7E@3E38E{x~j4a5+Je>ILd9$nw&VN^WodKmXnBW0#&Mx+E1tK9E5_{s3!{jfjL!`pR@ z?jhWs^aR-fevdwqz?bvpAPdzizb963ks_t**d6HzPp>33#T+uj1rMw9DG z#CQ()=*iM!8me<)8uc&gm-VJU$zu#18h0fR7-aDU@rz2=WWxGI-1*0J%DKSjh52!1 zX0NNgpmvpu(9f!l5~q8kTRM%M&$(dy;D^C}|Dou~vX3;!vL1e7m##YalQ^@M6nPTOj*kB3 zu7yL*h;(F3+eVAx{Ys`%C`hbo@Ph+kmUJa?TeHyb*-Pm%lT0YkJ}LdFM{L{35;*GL zC`X-jJI;ZInQqasZn5az0_!$PrsohfgOt6|(OE;XEPE*l!I&U*t(CQcNz9P3y}NIi zPoYWx_&Y~{6($$r4a{C*4;^hz{2YmGeWVXAvXU5HmSd|Cj$Eio2ORfVD}~3g*NT4n z&)F7IEm)&z?;i&jqwP^5w{(XpzKvn_@Pp|`BS8_^HrJuz#~C;t?&{aN-u#oYy#J-l(`hIjwL z(Qof2*XV@{k>J-{@U4lM9LYB3%}cJ{ErOJDwcSOVl6zabXV0=Sif~AM@>o%mR@m;( zu`!Eal>mLbFAJ{zFd&29Cn|Bd2A{iX@D2$)ST?wu#$D40YA1vnzia{40mG|Q4`_8n z8wb0@ber^;&CZV@^Q_wI;`!@I?PPW$Ep~S4T3ol(Tl6`qMoCzO+)<9mjPEk&m_b3W zp|YPpjQ>Zx(h2z?)R%1kyMflsRBKL%F~F>rIDH)5HX9jU9T}uAoLnJ z-klBm{<~l6{BOO&H(&V(O8ZOlhh`tn|Fpm`hY=9uX>D!6bEhBr^z64iew^fqHlRXcS{b-GxXl? z*fttT<*V$BF1Y8hVs+Jx(?2x7{PbNNu-~(}ROHp-#_%-9e~?)Gnq+xj8&Qirv5&7u zN9*P2&N$Q0gdn#A%R8p}jU$*THE@%jWBepsPf%Y9j&cfwb_{;gJW5U7zyi=Nb zRBbCMQHHqPrbQEr8!OtQxv>z8`&_s;GLED*L4pt~qtAD5qTUt#Y=rL+rIdwc%FGRQ ztW=<%--(Z7X;Ud;L2izB2F$MiPe>8qBoht=!N%L6b00=N4=Ukgzzp+vdbpqEO?J9v zRp#Q@l>FFU2#1IE2yS6QMfNv=EW%VKH1pX8HD!y2QfhP+o#u+4t-3?4pqqv9{-OR& z&$}r&?O0u8MqDZR-Uw!VWmr#9K9$6BxT;2!f?e3J)6Kcv-_M4KS9z=KG~34i;-M(k z_S;>`f*9USD?dgA?ZhlzxC~*1qTP#U7aRN3xmue5WEOuEcv3=dIGH`KYDS z?gU|qT)FJ(Dc?)VC$YxF!tA4rQ2dIk(0z0+c5M z6|zIZdevamr*U3_prClkWH{d{eTD>AocF2>KLs>KtAzNpW(%aq*(T$ZeYx122Rzac zF#L+1P<({(W`d!y{6jtmMR*O$#p)#ViW2M3H=aSkKq4Is;j$^V&A_QJnGw8-DOj}I znd`h{=fWq*YyC-Kl~Q#@D;!Rb+J0W0*3f6`#m&a(H%`$Qj2|5`{&L+?P$TZ2?e0WX zrR(+8vOq{6$vw?g2wD96s=>8_SXYN-u3tGLz8#ao^&zt$%F!HI0-2A0HNzg08*`=q z{x|!kZb1rz1$w!f#io^*{cy(dYDtNTV1So&W^ro>fSraXYCrk|8eo%>De5A3O(bdb zn1&=OyTn5}S4U$<`#UT0XzTgf{7+nlNrnJq<%#3SlKQsJA5P&f|;0wx|F`O zSg6MbGj#ZT^u684@mUxgyviTCB#B5}o_a(o1cUVZUPLlMNFWSW z833k3u`+hHu;B)NhKLK5qTugQl&uT9h6T@qB z*FAF~gkku|C_X{<+DkT(dHArC0usa=?=N?INz(0pF7M_Sd{*ebQ%C@(i`-gstQsXF}at(%`}G&H&U5-T6l9Ju#BMkhc5H%xWgfO4E|K7*TN^ zOqKht8JnMh{wTPj`KumIGgqpOj>ul~Wv_00q6Lkr-r=y+vUq+cDsN?qW-(p+CKx=u z0Nq)AH5j-rAmt10)6Oywr6Bn6>0{lHm-tF%;ZFXd^IDIn=(IC6N6`%7U?bdhe|nnxyk6fr{L&vZsGPD_7FDWSzXT8I$aJNUXRIU zH!K`02FaB9W6JpUC+?&P*R_jcO)>%UH}#{#ph+}9*O=XJLwefJgf z&Br0$srwZf&z=e6)+(=G;9I}<>HfZ}nRvCkd6BnyszQeh8jwN7O-LdAV+PJQ>yZ+1 znc|}Z2b*cUIJEDL&5Gssw<6$MDv8`~fj~dj9Ix*TnKJ2zdX-UL93&_7%~262~uq^uL7e=riCDd-$&U2io=EmP{a zs%EIr2@#2Ao62K(4^j~ZJfK{<^y4Wj=iD)rZs(gTUA|imNXVJax1sG|=J0*4@MQ7p zk06eXBRho6WuBCch-#F5@M*h@Jcyj=%=hZg(eMg3l3$ds;bQ-AZf^W+p&u<8ul5`+ zel`pYt&<1dP(~Lw(bpSs;dzQ&^kVY~yLnUh+-Ba^8!IVkD$RykO7b4cDVifWj);HQ z@8(gE^nD$;j^elM65a}lZHeC4qujk_` zC^x_md~XQKrW#SMd>PM`+RB;T7ImE+iXjFcLT-iqH{B0Q?|%mgK&m?$DnjsoFfg~} zG%Iz@zr6gXUoihdp>))`yZIQiN#EB8G+Zo7HIRosVC(}wl7V-HKx-0KoDE3bm=+N8 z_U!eb5G%_@=i^$SCzJ|LlP*EyS>g+ddXHnIS%^mf4{*>^6vco&E(~vB`R~VplTDc) zZC=mU7rPLbe0Pc0^wfj$sFqs^tqS%AYiGM^(==HUag0(%>6c4Zr7k%A=f6?S>|Sde zr~!0FFseOC{;^va_Pt1HpOb71$19w)p>TvsI-dF`Pn#;e4*pnbRvVl%4!~jxlG`}j z#D*-o4n67E4ZVL#nr~m#Lm)q@JK&HQk+y{X)dk|`;ZA7{&7)Y%vx^wadcIpAKb-7= z9Aqz*^>O2os9Pp#b%Z2(fo}84iO$yfmo83oqsY~R9~s1frqKIGvK1{y)FOa&l7tpr zO@I(y5+ilE^$ss3v*8@w$qqHNIRuc4 z$;6R%c6cq`qp$YLWKivYFz?*~FBd*c@wHu5at< zjA?Exv^gG~j^{P@nlv=tt#Q^>KAHNe73uVCdUH5;k-z94PxlrgCoK4_8|(ohfl1u_ z8T!@@(Wn*p4U>96VgFxt0;}_WQSZThH2>G;+xjNyBJ1maB0WnHkK?(btJq=L^QR0G z&=Um6?$%k5PBVNRG`thG8M4p!g>c7O`v<2Y(}K4X&E0S3*!!1dkgtsoc&Rc6bkPEW z93SZ$&GF%UBfnLHnWSgKm9x%;&X#kP!(TW$HR0m|wN=_e#<{7$YXr2@HB>;t?m zZn*kq%Tpg~Ip?z1bFvp`N?RzhemNX2Oa*ksk;R}p<*tj4IVDBlAjw7|&E3hL3%)b( zmxW`qt4r5TjI#O3+FB1QkRQ}l4AOxQr#OP^;0`KBn=i6EJf8M$v|>TR7iV_7A!5EJ z&f0``XPzl+G{amItq*c0x$vdwleU+g?#BT|ac*R*{Eggnn4}n6*t>0jsIj=J2pkhW zhB}ec6Uo+3P_Vbf_j*X()^_s~9`Ws!shO$iCUgo$faw5Q(5i9P0KM@{l|)eAVFg>T z7&0eXPC3w8ju=^krhv_Ka`~u!Iy)uK&wL$D@9{C+g^Fo^R_I)0cbzw_HrcJ*Xn{`*NoPrp|H8XdHN2#E z+KyMyD5NZZd0uSp;x6EsyJxh%f?Ep}5-PEi!8v+=gJfJ{H(oYEPDOS1@iV4}Z;KtM z4m<15X->|@XWQngESI8bKC!WQVfCl-1`Xd5bZ-TnDq$^s4bc!}dV292(YUSHk;a*@ zKoa~>BuB~@c=9_pFO}#56B4p$|Lq)_2^0wt{qp|LvP{IhjvdF1nbMp!6&~)QZ&w)R zsRDuK%W|qZG+r(1qgBkuCcSzI&5HI66v6E5%ApZqgp>r>t><>r*zLGLqu(9i-{3R0 zZ3wr}0-b+F;eb}XbE}dLG=Aw5bf^#zUTN>ls;ghxk0RjdaO&6KZAfXTGIZ_qc~~1G z{+43Kq3t|Hb1YAgn~${p*`l5wxi2Yi&W+1WiB9f}eUO$9xq1wHn7Y7>7Qxg|fsjz# zIfTueLSl9)ao%z)z(og^ngGaT>E_+hw`bOqmnY&tPB#=A=OI|L9bmcX=YIL#=^Nny z>lEjM^f4?po7fjyy>0g~miwH0$?IovRfsFb^S`I*j`f`hXXE$nY>A zla~ZC=-@`=8rCCjng<-CXe*t?8^fr9a0tXsnkDW#qI9|vVToJ!K}~s!a*$j)wCn=x zTkWS+{%=ScBvt^^0^&KW28nEbKa1rSm~O*$D|W^>J85ue+o$z%8T0+q{$`sex1aSx zPpoQV@pl2$EMv`!`J+*)5^rX->qujy6V3uGv5y9mD(nFL01Wr9Oy}&HiV#due^h$B zjyzj>AatDKEKY&;&;SPzrlX_wE#_7vV<@wy?=C7)x4L=5_r-qIZ-v+mzR=OssDlZ* zRdOT8raDWvHBZM$%Vi1T8xEe`hUz-(Pgmi$iBGH>aojw zu4fS|MK;28$yAaRY^4?`Z(F$1b$gXOIB6mgLGb=#yPrUJxP;Z#=%A5ARiMuV&QIHg zNmRsOKt-`{314}$-GHf9E*z=;hxB|R?g70F#qeL8(1u`XAybIchrrfzgo!dvX`H65 zu8IOhT24FxO@$)$kG3pRM7DBxNE)ei*(g-%z$aMN9N*fG<&)xFUi;0)^~qOA>)oZ9 z3*U(C(Kpc=nXH#rT%$9=*Q@>wWK0je;nL0UfDP$B1Ea zIBvla?0s_S7$s$pu*!+e~5 zd{#hJYH0`bd~wZ8JIO9%qn%@q;>N*$cS^t%E(Isl*}bbYW=mO&26n|jbACx zEcZ}8r)EzmzfPZoaaTl}FrLw$=L9YCRPwF!?XJJ;)n#6a@Lmn~JLR40uLJalLRmb)esbR^jk5aX+^m`9 z!=FzvGhCC>w<$iPHBw}r63@xXoEijbmj4&cXenQz-Qe$#Xja(Z{73J8UL~n>q)@sv zGb!NLas$>5Eak8s%(3(ZSG~z4$@wOP)7{f_93xU*Cw4?QphSF4~W3@2l`P%eC1 zgs&cwoK>}o3d|_|32Y_EN!p&Di^(c~gdh(~-Q{2Z%?^f`Ng>NVH^Q%)-|gr5`X4>5 zX+9oH)rZt(glwyIPjL1I{9cOk&yGG}H{Y!w%|F?F0`?4pU)RG`1MDe*`4%|aZ@ zh~Ygl^_HcW!C&vGWf_zcDMiQ=uyF+Y5M}Ucpv2-!h(qe=ZE2m;z%|HqWX3i$*vcV{!E@+TV!Fr{C%l9hva0r{B?O~0AW#Mf~dmo3=p>@dfKJOc$t29%3PFKFqk(i2D zD%e>d{dG31#r2Q(ogi{{-Ev6$g`H#?8G-p1&D>-!cy=J300dBU<+El+JRD-@mqn;J z8gMEo;4Ud~3|kf&nWLd&(P?(bmbp29`Z1q9F2>eQ(AWwle00+fZ}ugcqQ|B{cr!r5 zKFFiyvX2E8I3>F@*E77bQ`0ANQc%cnLi)wfXqF|3In%qEK<( zXl#OCgPxY!e|-Ii3{d5~>a^J6yuRc%UHbLS(B1A?Z0i_N+0rrd4I)`xF4wQOh;Anzmr@~zOlu2q{eAjvJDo--sS1y|$>Zi@T?$A^I=y!Z|N#-VX znP8XEjndd%`LwTja%9OsHCj3|H1{e)QSAECi<*Yznc@A+6+oncW*afUB`d??rE*Cs zRb2SGNY>oPYNY0bo`qx8^S*MiLeS32a>DYX_%?b;fNo#XoXI#D$r^)sdhJ_hYj^9B z2C;t*#Z^GHl!G{Qzb?*pkzD?!-i!_#(P77fpbEN%a;rSs^+(neHbmv=cUfEk!;3fd zz*y^*H0CCPG52{U^Dl&l(J?XtGTk|kKbDI0Q>(e+R`@^BF9${{ajUF!s;#7G=Rtvf z-bxk^3LC=0PA08C;`NRok;043s>CPb8q7{Ne8xc@J0@ze9Lq2ofVyo{J*{9Xh-2|h zM%m=&?qGjU(P#$RZBBEKWS$B>UJ5~x*KCGl^(U&w#AlrSZA9gA*J{O$mSLy%rMR}r za%;)gM+pvU2nDg>AtS8dt41TMH4Undc2X-ODr)GZ>&n+9sLFCjir;;e7PErL3-!QN zns2%R|4wE-On0Q;X4h-e#rpn~y=C*y;g7^fGuA#eAXr}SlaqC@A{}4`aHZFFbhjZr z$!EOx_Y8}#I2wS$Z;$EQ7R2QrK49?n%EUb{8wk_zmH^;Bk#?RTzk>8t<-wNsAcZR> zz1b<+?Kt{R??>Iz9mMsG_FW3Mt-53*J%~VxkeYep^oi>C$L@Z<2=rr~sXr8~Lj;zi zEDz?`p&HM{sBIDhKQ7a^o1KN*pVN^Bw`8EMQCCxNI+!`c%lp=iGx7L~Cm5YPh ze@1cFabcj0Ob0;QFD}&~y1eqQo_^3hj88LZ9>MdWFSrCO#28lw%S2#|ZlSB5I^_o7DtSHm* znIzNC*RA6vlr%MkXAvmA)_u4_E#Z8Yg z(a)0U9CvIi6exV&>r1RsATgWF5=RTy?EZw$KuH_8NUzn^)jnk*r!FhwaoyiU;j%CB};ACmfc=k)H*`VzOj++|53 zJFMxxY1Z{)V5wTTaAR*QZPN~RQW>_~m;v1gKRFVE}+9(3n2Ww7{R0{)O~Mo^nv9jKkC8*ozWB>U+M@QN|EOrK9<_$V5PgDHqX28u!`p1Y36F|}0IBJz zl~%7RR;#f=Yw0m9ARDLA^|j|UU;DZhM1WD%)?hO`P$0D%wIK|t+@K2c!Ly!<<*OG{ zEom(1r0ffe6~sf3HYKSo`y9XrOcl`QcMN_jvuvN1UTKc$%6dJL=Lw zD+XfA1j?O2*WPVb_9uPrv?%v1iC?f1)r}M3%_Of~Po~${x>#quQe}`%&d} zv2k(b?Ac*==}cjMW~mH?60*FfupFxfFrBg~RQIo%a?yHS?|i+hEeR{L z&t+&N0WZP9bVCG{RWJhXQxnMv zI#{h(>9=^XSx%TtJR3S5ooDvbXmENZ9nd7y<@1?j_mt}+{T!#dH@JWQ`$^Uf*wlqQ zNkjcRg^5Q*%Z9dYBPET?l2bZg{_k6V0~D56X?RKz9|C?z z7Hw4tCQ`L8@Od$>C;$#tr#P&G5n>6g`3 zU<6vZ?4oH6Q<6!kpuWIB4fM$X3@;xxNK^XOXM%Q^99dP^m}Vg9*~!k@o{(Vd{knlV zi6PXXq5JIn`jaz{P0Q0Nb}uFep?AZcZ&B?4Loy-(V0XI`=%U zV+ZRynz!zkbSuOB;9=Y0&cuxNaw8;;nQ)K^1dEAaq#37$<%);kSj|fUP*8zRC~E+w zPA|9O5fKqgvdGKVRTH&8>rqo@&UecplQ*q006d%I;*F0>(R!&=r9()_`S!`ZSBv zrv6&jR-a4y*0G(&{mQ!L*y{0GG;Ed&$Fx|}9y$0s;Z#yi^buG>EfkwPBoJ|2x+g%K zYusim zYcNppC7OOA)=8{Wmy~5zjtY^DBuS##y*}Q3D%C)qD6!CqWuVxO>AB47NRrw?j*bEr=(v)$Hs;$d;8yX#1pq+Z43CfhMora*s9T^eDM* zIY#HB)K6>Yh`=~)bbUV&-2Q2m5di^@;=YX-o*x#8xkuSpqOxUb7-4|dc4e`Ozp;vH z#rIGD`>uqPRwtIxSg!{;K~oxGLD%ew1~?G1_=meqwOOq@vq=q+V|W+)Lm`QB#_$R} zay{^flK}^m0pf}QoIveWuiz0eSV_*sWki%bSaF;0VG-1&y|RX-y}}*!65{C=6dK#y za#P=s(V1X^&6)R~4lPCSNC0((ou-(K?kdMR{v*)Q^u5w=u@I}zB5 zXg30~ZG=~pYd&tE3h&LMZft>vg3=JJQai38?4d+oM;!SVO?sV_VhG4%R2v& zFUToJz$@EVrTf*@R-wGH`fE=8$05!Qn{_W(7*_o@S4dDEJop*3Lx7K@yP{!mO>MUk zqSlAYDgSyin0hvlbrxOzTu)Z#&JnG70BKaUtGl(oTvg-q)v-(mWE2WKdeA|!$Odn7 zG_Td0eMynD9qn$6^z%F2{PWxJlj=X?b%50n0u6RsYF2OL zE?M$yadONJS@fg<91)+1JsGGVRLr9v5Wf_5lmrcVQFHgjA@o}?p-UFh@=F+<%&YBBFKbAlx;m_ z6GnU^MP8F?xPO?sjTm>4(|U4ZzdCI3Sj2mE8O7RlBq8esy11{$L}j5Yd_~<+@JaNV zBT%RBJ%qc0MM4p&-*`1danJ5{-#{!JFGG6GY4^P-no_`Y{di??9rG3=49Z&L{kD$P zSV9}>_>{AhU4l0!scZ+1G-qZsBg%n!pUIbi$4Jt8^>TT?uTuMivhdHmE}~5IbvFz7 zt`6No7MLg*6acN%Yl)E<6;@!Yve=&Ir1X9?p#Qk^{>hjr;j|o^Vs0p`#7I6Li8*9A z?+(m1vhK0j>3M76F53Wt)m|iTzmo1C50cm-kfsbKDzKwcRC7`_^+5;>iSrG_PIKKG zq)j{vi6U5xu54{w_l9<#+RKU?65;=GO%Lydn9e;?^*Lrn_Gro;icvv~-9#23T}#-C z;CTh$2TDri0h{oibm|nwRbu# z=$9#xZBuZ5(v^DYfi_6Mp-gB_XzrpJ*Pa3Xl8M}==Syt3HJ-@~u*=IAVsV26TKxQ4 zCBg3SdVLa?3liR(-JI>_=?GOOG;wP)p~vG;Y7iXz#Ivg}+mqcdKjK?Z5QHGp&bNja zf9TSyP2hqLPPfdlo~l~SsP>OZ>D(q8^<0Ynq*-zG_i)SbO2_VLxUa6zzokEl0vm-~ zCcpz)03Bjt_I6g;L;gt%6JU7J+0oE^cVAv@nAJtUeToRR!|Q%$M-|Q(itgNADx2< zj!vr@H=n(KmBmULD$&`Cgc3BT;ha}jLbg}qbeHF5uCvp zp)PTul7#n0YeFZf#SJ3C6DKSK@CJw>Y#zdUzf(_~WkT+^A`+g*$tU1wcgO@DxF3GJB#YzlanAzqEz0i&ZJDhgLUs#eR4;E3Y`vCXnx8s+P}DQO2V4tH3Enj?ih8UiFQMhG;D~a z3jr7(b-pJ3f9{z&k6MMOpTtnuP`yhWm);7vu7=_tv`wQiKPXdGt|E#AaL?zVQ8mgI zq{k9r;`gD=h-J8&UM0*{^?c~#x($wAwk@-=V9-F3{jwlwju$=4sA1A$<_J)5re@_C ztxrZmowlP+R8L=k1E+SshESosFk!y(ZecSb7Y8G$B*vWi^CV!= zR;&ET#ruqV&^mg!XrSBP+?;Ao%!y)=j9r2{Go+n)qM0>r(!SG(DZ)lKbg%NZJ>gb<`%KEz(MRr=@^W5x-Q9OPd}ESQ8* z`6iSlfJWf$GJ0f72?r;luwD1dS9p3t3FYeKp^GE|Ubs04%F1qy;!hDn`(7d_@S6}v z(U#bzo?c~Kc6;UGljbe{mO$9n(s1U6_pOpvWV7Su1p#Jt{ex;H_GPf8$N*J$AnP@% zflVR`avHVda5uK$hlgDpxuiLAhGNCzI3fz`=&5hjB`%&PH!tg;+;ibmgkuQyajxvO zJ1_(Zi+Ft=TmofnP|1MJ)Y0L^fM1>K7~oBMW!0}Q9pBn@?``32{uzfUl-KGjR;+xm z#~-;g-XZXV)G`Rf2!L^kUDyKUWzKn%*I z=_GPM09+Dq?oehk9FE+G{!bCFY!*>mP$l|?Tq!`hfW)>|A}PMksxaxR`24c5h~y0< z{QM^ttn17~xLkv|7Qn)kxz~)y+=;fP2*6NWC$-$cRWqD4xb!^jn#=Hby>d~1eu1T> z&N5(avWs-7O&>DC5Umt9d5K}Tw~wyd-qsFa4N(FzAnn6h>}9ZNJg3kW(}fy89!xD? z{WzLEE_4NKqu#-;;c?>Q21&y0epuTcdYG;*a1Wc;YOhX_WPAOvlunxim(&CNMO8D9 zOJx`9XuE_+=3V3c2NfQfD-{4Mrg1-fe&Mt}@7GIs(&XvQ3a>E1)%0#>aR6+7iKM5x9W zT05&EBuyrzyJDcDoU^#U$V-=@m3=sINMlAMC(ivBlFK*=fncS-{&RCt{dA@Gi47Ip zwg4|;v(#&_#IFWu;g}I6j+@1yvTvm&DH2gxwPR9P=_3*#vgYz9oy6MbIw5lO5y;8% zF{LglBD=ev!>Pqgj+}HeUV+<` zIHuJ8t<34M2!dmJZ>yW{v`~FUDJGJ^+d75uHmVX*bPC0CY|esxbUM-J()R?On#@W~ zbRq&TE0*iiT_E^hzPprqkByNsV;4jErF6bAgS&|riNr{yt2atnx7oK3b-3Ap2{qY9 znj?NHVGWy@sCO*z567=h&sTBTWcAsxX(1HAy|Cmg*deKGseY(69>Jat7mO(el?9dy zmXDV)!y(C@d!*aumSbJ6eI>L((P64W-g`re3i~chIQiJ$C6Anf%5zwFBNxl|Jzb`+ zd>>XUyIxW4+EQZHg3ksuFYF(JFQ=U@jdpe}WypN?zE0n*1iZQ6hEV2Z74ab}#Mg=T zg@5b8q0VR1wr05;%Z?xDmXAP-yp{n2x?gV;5;Er+X0@wG=i>&#^B|?ntMB?R?Xwbb zxgNebJ(zsKurQA{k+4_wEhGZ5Yf*9M@# zwQcA%2<2gBDjg8QG&_;9XKphZp12!*5yRYaY&)O(Abbxv>znFpUUl?J<=D4VLs1(Y zNwyFSZBAw|OoU(ilH<{*TH!=6I;OZ`8(P*n3j>rG(iZyOvQ0`ijXchlDU9f9 z3gf;clE6JsP=n52=yn;e>ZgTmQ8PsRx@Ie9vF>tuE&Z}}16`f#vgSue)ZVv^RAV!? z1{ruXbbd`~_UkcA4%-x`(F3SPZ4C0I!_&BR&6U`cGpG4;(c_jT`gc8)*N$_WXtt66 zOyjA4FdIuG*C_q}Zp)>Z*xv3Q1tZpmA{u34OkpF%`-zM_wO3+cl%_M`4zKIpL67rR z+wF^xP10A45A>5Fq^d~C~sM^kN1|O&AgBNeLRVxaQ?S}@TjuOh`2C>JD&=d5gv=B42_V7!h=C%;A^sl zk$T?MdNbip=I+0;<#}*iA?^&sam}ka+jGNf2InJgV+)7a( zqxf?_@h5yM_I}z=C1Ck>T~v@zbSh z5B+<{eg6J-9FiD(*?uX!YJJdT`N1w#>)Yo^EMa4S8l{}w+_l8mkwA|I^i3a-)%7I) z?%JwBGXZ=u%CzbDx84x3)5#{^ka~cDr?9XPLp|P&QcEZpA}av@Z#WI>b@ie?Yy~(h z-*vFq-v$x@kfk_3ji^hckgIYVrXe!X%2r~OwaU8YyEPC%UI>LHofZ;jgtBkno1^4XkRiogh`}Sy( z)EJEYXvFBT>Fh>k$Ha!y7<~7i@=m-j3N8sLrl}rwp)`&w0SZ~Rqn4s#E>A)!e z*4LCuIAm%+q>`kcmvV+sY75k;QkjfZi8IXTlFW@|BJrt;@&5yA@9w_GY;KxD|A_U_ zRL@tbBJze8FX*wI<@LS$#OK}=B=Z%gg!y_1^IXXSFUX{r}f2S=(&So!r`d^s_%_UjrwT8M?znmE}CJTnU{~DyW9U> zIML$5nviky%m&VkQ9fx= zbp{#f%TapN^rPeL{-hYR^@0v3dN769!(W_{yw0UP+joiM2Y8p0v$7k2we7*Wyuj3X ze8_oEI00_!*6EEQ#;hZ%SWGX%-;n z>?RF$fOT$Q)95W>?Zjko+Uc%$$V0zcUdp21Eon#-HOVGDpxdjVwaK|Zp-jE${z5Bgkwj7W*3RL8((HXt;EH7jYn%tXSfK& zjQPlPqZpH=K83fN7e#FljgeB*+4lR7&C@a$(u9E3nI-OLg0uT-QFS~)q%$)3zDInT z4qijgr+PBQ8@Pa&CQd+oPos66GSp}vy*LfJXZOm`aZGu2m2Wrry~sATLOKVfo!^ep zwy-XleT27I`%|ORabk~!-AD2r9eQ8c0QktL!^6${CapD@K z1QDX{`%A??)%d0VV_FCq|GQhwBt>;&1y}%%_gpBnImt?kc%?JUG^jWl<@wrE^oce; ztY&x)&(@8P)5HB%Eq)pupex)udb%l7gb409xmBIM*JiCMna6GrSU+=<)OCil%I1*JUW+G2nNq37_wA8EqX1j40 z73jmZP)B1LDUr5Cg=gQ}?LvFF#=!@?Xz+Gz>-m~vQ`I-bHI1kHMPrxjs5Y|mylp_a<(htS5&mXD;78^?PX6Is?<2- zb%OH?s}5%Q?Ex3>nBpn84TZWuJT@Zgzi2lZ@7B*{8yZDcAomN>cAgZPXSp>l?d7y0 zK!iENRn()Kb(c%!)7LO8n(u{*3fBtX3yf0lq-^C8*=dv#A)7a}`ww^M|HFqE2IxHU zUiyWi%=b&cSbJxc^t#(qLpWXy=X(0_-tZQ{7yRSChvY#eN9bwn@e@QA zBDmJJcazwEh=E&|S8mvDZ*S`jgl_oGJDUM|71X9h3MWO-38f8G;xH$4#umMjl2(`* z_Jc%1T0S3&fLkjpv}!`XbqRsbV-)7H+BP4Q0kb!k9dslKU=L z^>Y8G8ac@=BA&z8CUF)|DwaZ0M!AqfDQYPz8$y`4;<|np*;M|k%>x(6e z$nD+2ys+rnIj^H7PB$}G5f)O)91W}GU`~=(sILz-XrbmNuJXr(BL-hFtjMJOA7c~d zYe1BeIodmoSV|oYzx04OqiHmE9|^pkEL_BZ^hkR><)OXwVI_?q1U>Gp*|}5c86`oc zaDH1l@0BJ9=`~))dWTQqbPEc2LAm0&!Knw>L{qcvlE>xhcm7Nmfe@CYLh6qMZLBlR z$;tKu;2I_<9HSI=gmVIJP*vX8YG-_-&w!P=GzWwcEzt1}M`VIHEt}*VD_#BsBFqBrA z?&Hv{(>^K)g-TpI^k#}iJa1cb!NuwR#>bFY9kNEg^{y_hyil?CaTg!kYv``kDEVZe z@RI@%f7l$%+HZ{^3#|jt;jCBOkC+6bZgz^Jhn0xo#b79@Tp;%9#NvK>^{v(4rL1>& zdV^+eGEalCAZdPW=cA~t?q;wk#=O4oGy6Y*(>BONE2%!InN#McL6&L7cCxu0x8Fc~ zYzTO?kgFk$$wy|f(MYl|WOaM^&CV+jJrl*=#+lPg(=JIFhcv^_aTvmL@D3vPA1-f0 z1?CZMf5eUPRuz&V_rK!%n! zb4Fl_e(_CcgY0kJxtUCsU{nbs(-`F=zDoSv@%b@PaZcNl5Z3VI+YS4mm146x>F#Fe z97C~HXg-E7FU~7x+2e!dqn?4;zxVXx8*W;tzw1YXpW$Zpw$caLk}VaYFhT}GtaK&W z_dFPVr=7k?4J}OpzW3APtNEUq&J3HPSuVwU8vpNa52t&}xT#ueR=e;4&S%9=b%Qm5d zK1`jHrjzE9^THE1g!-~d4~F?teAN%tFXqZ8>01QCM=VUt_3`8-be8IpVw`zv_#78R zmKRr3SxkEY3Paf_idY`g_jPBkC6;~@0LQA0I>N27rkSOKamjf+ptLD1Jco-}1qoOU z^$p4-0xF6>VVK55MqC<8UL9}%EhPyG=#N+sp_fY&fkWkxOtF)SHJD@q>SrB@bd@Ob zfI9NlaqO9qBW(BYR2htQf+9HUsF6LhlERhp%Kl9AXYN!!Kwip!{7X^D?|UioHO&Gx(B-3 zYKzm!V7oKEXV(sGlyOfsvMAIDxf(SZVB{@eX@i)VA@s`9wM?eGHJ zml+YRF=~RJJGB8{O$oNW-!`5%o{O`Kl{|9S{;aZTJ1TQASZkFO9s5aONA?;n*s+GmO0Ko#eSi~xHU-|#xx>2x zQDNn!6@E9z#meU+1ltE+T*5v`B#r?X3G7)@D5$*DOt#w8zDbQi4$3#vdbW7_&p!RV zoZGhKMSx3UNXw8Z;4z?_It-vFHj^EM(*X6904XAaT+!c2-VB07Y|5QPHMAiMdklf% zFl!wfHw5J_6|L~^Yh+U@Dee)3j zBl4Ax9d#?TVzX}>sNKt^J~mMND{WE!bI&$Gb$9#J7R0)M}|CQYqd{e`c+0z0!Ae#Qz& zvXwYaVFiaAEiFSzdf~(YE-}WATuaHiFTGd=FXlkOLZr#~BzPe(`gtO5sOrfzJU*gU?KuTpE z)TfCE4G4{hVqFz44F}~yr@qow^K`X#I8;Ls_29e)ewiIN+w)*_!B+PZO}~6v7emvc zG854{JBD0zrg^?;f%t2#Pyt`UE-~3`abTo4>{nG88%bWIL=8V|+(>fpy6h{2prd0O z!eL%6V>j-UKGARzYxMDrfq`H6G_`P87%kmVM=9&kuI}r!LkuZY! z3Hjc_oc)6d%}5aB7bA#D@WJ! zN*8T>y#Bv#Ps?p1{2y!c=_mSx-bF8{LDL2BG{UI)BTZx0iSCou`7!ZOlzW;AftVh* zt4Gx_gkF^StaxQ4+58y~_eJUcWpC5P9yfucM6>a`_N+rLK>SRT`}6ga_Nr7G#5A^v zo+MYZgN0n(Zl8;5PWT04-ZlMb;0XjBKMkfRUI~}ON~86|`MS<$N)qFNn{E|o8RbZL zGFqmGGUx?E{x%b6-+x^uw+v z<(^nWgItX$+Ny0tc;QLyKYl0+u6~ zQ~9m}{oD#twxVHCqyksHR#lF7xwaA|(wK+4+;T=FvM8jI2ZQUV2M8la%x(^g3m@Fh z={?R5*POlTzfTZyN~%Ll{e2gEnNrFo%LQn`m;eUp`M$+IvP#PQWJuJKl%soo$E?eW z(NxQ2`CWZdBS+N|w{9qUZ8lzikDB&jc+rUk4d-mrC?NG|ws-8Z840w8`^kb;^VOUE zwW^x+KRMJnq}TU(RnkqiD5TUu0KU7@hsG}I}tR3bdF$)ISvKu zpKt~J2pmN6B;@bO*z$q6@vu?KJ-wVI`h^1lkV-xuW%A`eHS*vbnM=olw(+ww`1b{j zxrN8Jj_)hVH7qCjDD5Az79>5n$_uYY%}7qBNpd? z$%!1M3u99?<{1h#mph(P!J4XA!h)0RjZx_jDaAt^x3dI#f;tH(Sp`?p+dBL#vojip_h6&2Qhw4_&UsIdfEITmh>%aN2WNzDIAmu$(j-eGJr!QPd|a#lwl4@BghJU7z(1SJ(xXGCP9J-Z)Ov!5^8O=at9!>3C zDA~I~C9Mqr!O$1d@jdGkfAu!TyS`4}#r~%F^%f=NtXyU&Z30Usg5_x_bjG8w5Ti{6 zf`@LK65n1W&0^VOhzH4HzO|@>igk0Pixb#!LL|@kRpU`3C2M0S>orZJDQqfn{B6Jd z({Zk+`J*lizFssTWhEbFjp=#w`Nf*hcY9SNX=6khD{j$pYQ9P^-Jurv-Lug~F1+@% zfGj&wNO5ho)ALsN^!Q@O6mOLJTNfrXB~p~x7+Ve}$_1S_W7|!y&`^=l)rHVIv+JGq zzX_d(vj4)EK7tH>IIh3%M~*8s=F*`yJC>hjt>^?KI*`>o!TZtMR-L(!{n8Q=$=mD2 z;k8$2f+H&K7%E!jF2)Y!*n>wSzEq%Cb-noVX>2HFJ!W5w|AuL5^|_N)r=>j)ksLvI zcoL^ngz4F%Lsl+M>WZ{f1Tw^pJUWP3zbBMAB%A_YzS?JW((pO?1MH6THLhPKZ730K z`Z9|nrA}OR@r#+0*kZwR@e8>EPD9-&R2#DYtKan~ZDvR2`b}2MhUA^W2OpA;4BiX_ zDaqGdS5?$XOg6y2e2fo4F-A6EbP8XT8p!{wf~Qxn2AL*p?C6;J{p`<`rmY>q0eX%- zX?f16;t!cc_)he$Ltn^Jbfjg7KY+a!>BM>pGniW67mxkE(rd{vIvYR+ngWhwuz5Ng zzNC+7ET2ufDX7`D@$tOzLD7yBlcexAdkCC37|d%?QA-tkx7~k{_+oyXq(b?~UAh58 z^JQI|&we_dEjH2dP`JR-?o%X5ls2vbv22%Hi~?w$ixGhF-w1=NF9qklk&q0R3?BC% zQ@?*|D=x}iyKz*51-I&|dp|;lTB#i4?f0!pEZfi<40ij+b$8BN{u??J>iXw_yF~?n zjXS*Wr1#Wp=`L#+so3zsF)A_%gIbdXrx?{R8MNPm^)ybtDIp}{MoO`_^UGH9-3s-N zn}W6Y!9Cx+V~#q@F$vKh(7bD}z((+JS6y)RZH8X3D!HGsl+VM%fWKF)PR50N7X@^gLgh`~p3z(GL>5>tXx3_=Xm&_nwLDrIh9REbhc zE@>`dT!uj%O#lWW1N4XA^HHfAngQRf$VYHfXOmP7X)!&g=+hXlN`g~}maAN|6g>9E zXGBA306mA^k9GH?6Vfc7%j&C+9Aa>{*iUu_DyrvXYz+^cYqg%7H}CUhAEgsv+lB4c zD&NfEEM`xp7aMyXc|+~>Ov@UPRG{=k1P-brgOwr^bN6dKnSjg4h)Ca@5lR}QB(WdF z$OcSGo%(N%Wcl6bqER;|aV~eRz$ia??P;A$u>*LO1WI6igc`(C6{S#jZM;UCSi&3) zU($If9irf$?|Z5Ts`rF^>#?*!ne&P#8{_?78u)51V{n0lI|LY+X^2|0))8^V!qx~ALsVas@8u3Qyg{1 zyNA_}Q3-6Of|=Vn z9EO>BzYpe+Kt?&m?f{dS%SJjQliTqgz<}5!EGnNkwse}?wkBiheT~Z=CDMB^)`a7A zB~XsR69%(=M3lWTNj>=c{#OMpjm90*)x_Dvg~x`0P~H2VJ&f0(JcIGoaj7p`?2@U~ zMzVWsvOAGHYKgySq(tcfZ)n)C^wT1vlN&I2Z^>V*38iFu3ZnMjHeL!&`=9=q$ z&f`)ULGxW1T>)$Co=XEjoX3)4b-kmh9fy@#*5@Pi?yIldtVP9v*#Pu+|NE^4gIjM% zFZ!Nw#lC%q~&>IV{Ml=!k#H!zv?` zt+;_~u41ZWulm1)B@=p2>C}hy$PJ0Ya zpAe8lI(QBkmpe;E5^t|`P32a$j!U=)5IZHY(-<^rE}ykBEiHHXfB4zE?%^D!lJcFk z(`*ZLL+BuP7SG70Tzai@?O zRY|#gh6GwTvj+b?sC2JGoY!b(XHyuAQwR!J4b)+WgUWlYi>6KQtDfjwyLT96BwbAQ zdf1p1l{$nfHrSD`#9Nt0xEaTu9Sp52Xpdqh@HA*3?x&56NKU?*Q{ZOce97sKNeVqy zMg+Y#BJFBY|3NveZk3o=>+{4MH+5n?ci{5NQMyuixUo^?{!T~Xv~|^slfkhg*ahEU zw#VL~C8S&+H=DX}yYTC@M&H~0Y_92VuwZ$^wJ98|!z4VObksDavnqX_G(rqVxdoWn zz%hYBV>Tjc$RHf!T^MOd{yZ}bh_1KxGE0W1b`+#N3t)e8eep`Bty|C7`>-5LgMiD*g*bXuc+0{f$J*7M?6$vHA z88Hc^R|`|$bRiOQghXAE1+!p{#(m9S6Nuuna|k`IAAJ1LTNzPEms>(>IPL>^AQAQk z84z<63&uK2RFKu{q9S49E?FHKZ)-lDYXJ9G0CABr5CUi3C}1OP2ZstwcUWm74I*&j zY*=TkfE#43nL$goH3Hkyuz~Jl6uiBU?h4P=ogK!w-x93Id zqEcMhoKuKd6T~;~>&1go{mM&uAKgdN|GxYDoD#xb9bFHsL9nPvYgqrBSrV)t{zRi@ zGS1Pf)-!FM-f^fFz4jGZkXF&}dn0R?yz5$3!6nXg{do*C6t`5B>nfP^w=VK}@U3iH z-?l%KqfLobh_%oPDsA?<+R5@Jc$;|~{wS{aZ-Z+C>*o(^xxM*xbKt$EicJbCghYdd zI*iIkG@CU3 zGI*2BW=*1k%E?(yLnmR+l{x5*(%Y{`_9(fJJ?ffvAJHJQPIGSumqrYbH~y@f;=j4* z7xgrGI(zGQ7L{qd&^buxgY$=%%sG1 zVbWlcELmx8_D9LSd`8PZ1hIyYb}D<##eBTL)i_elU7!7WT(kVbez}dHOoXw`K zGp!b>*{?hTJkKXE*|=x8gX&oeC*9p2%=S(HDYaMr;>520&(J<@hj+Hfve!&Wwc8e@ zhWRR6S2Rsz`yG@|svVWZ7>4l86o0-bc-9$0VKeX z8YwU=&>Ui03ASD~D>$yst?#9*tGc2f&{!~KL5O_MVmrjJ>#BV!u1hr(e7Rnf>c+!0 z*{PGWV1w&G6#K2@nM(@S<_*|Bem{mIL&GQ#RVj3IqypUj!wd=wspS)f;=Gt3D8v*q zr1gC{0MHHtr5K~-%kTeqteQg?SYs+5meLyPES3)N&QABy0m&HU4{p1 zYBrV2Or*)TF%cFCW+T*qFmo;NuN-y_Sgg^8TFONy$}gEtk2GR!8O>Y7rdimN98a7P z@>v>^T(YlL_z;Ap2X$g_advdEys>`H6f52*XbWFWA|3e`ICX{j4V0@q8Iw)aN|@4O z_|Zx5uDJ;KPkrhC9&aPZE*BmpZZu-+oLQmL!Uf$zx4|LQbyQfLkng{4mcll|kl+3u z|6Je|0NrQ0Q1SZDu8AIPSXc2eTMy3up5>TGD-k#p13>Cf)WH(3`g%R2i0O5$KUBdR zLt^AHSTT7MjC!0y*n=~rk?3*aM3K@dQEa9OeAW2z zcjTQBSP?snv9ET6rMfz9*R#sEaaZ|*1W4@k>qX9b%qw1Ycz1kz zGT>>d7aw1tW6h+e0U3FLlfTZ=*IesnLD-pZk&^?#XYl@(H(n>x+hQqpnDTv-R-av_ zaf1^XXpVd~UVP>zqlG|aiHLcCQ4e?F(|B4INfsG#&oeYKnm7o^q2pJ>e&f6?(o^GU$lU8>)8Q=UeIJKAUYf$!rAeR?;*}tm z2IRr>QK{YQ)L1_vYB7|H_e^L|3KvDAo(q$wuQj{a%cZ%vh~fWO)ti0;Z;K$kCgj%f zPiC~kWx%?0Rzrrt`jKT?H?&91dSlt0<#)r2Z$DM;!&lLz!h;abBt|D2F}4Ta2d|xO z!M>^o_lM=feaC(?&+Va;MGw-=blwJf`urgpn(uXS3@Qk-ALagf56v^PJ)w)(_)1it z3qdg0z8)-RCuh)$Xv83oOIb&RBsCu)jVB(2C)|-HuVM8p9*TC*LQp z{YrnX|IDext|2XLv8WQ7PqnO-ARVM{X+LP#1B9YHjd6DBmd0qZ(3!!Oe^O zD(kF@{n~bNKzf8qM&?)iBHJMZOhMM#Ai(?iG8EDwof&LZGYBcARqS@!4h>flZ5FP5fPT#|dXPBa@yA6;&rBD*VS%+l9HedJ77AE7arge#Y!P3 zKj^K9yCBMw;bS7rf(0}xO-Zyg!(mHQwyXkOmBUOk81k~go(}dj;oB~BJ*&s3q_>|mQTOw!Y ziAMIEhV;NfskWj)hlbXDMu`*KfN0BJz}M;~m-_8+ZcqC6tLwx$*fx{m6$!=c<-UuP z%XVEEMuiIFpv0J|tBDksW!h@opaUScAX2~$B(|_APo^$8 z)K07~PV1}G)=W}t-qNuCxO?jlU`9{aB3b7vu;a@Hu$B}_rU*T5K|kWtL%qO0>DE(^ zw7i}g>&lym&UxiuJfxgr6%~Gf%aV9&q_MZ#LcqI)9;C=)4p z@DUtwshzKXnbw2DFIT}}#{W|t5#`@>YaDGzs0qf3rATP(T?uzfT)P(hL44vcN29(5 z5+AvWtM2BK@^`Bi-qVnw#&|$Mp}yM+5e2CM!;yV{G+oQzY;nwG)mZWNbxibiI_?FLA#%O$=4Pyd z>?2|2lVf;F7#ek}z@?VKB-L+Q@zMi!a!iSqMP&7hs;9>lQZBsn-Q(CnTdBfALM=;d~$N#{-f_b|3Xe>(+LNAhfOF$^t!Bf?wAsXX6JvMin?D_hS45*&6SA; zTid6;>NsGg+{*_E#hN(Zng_Hy7zfl3(9@Y0*~!L!f{eJm3Cs=ADfpW&P4}B|`WI^` zR=|v;cq~4IADEA|U94{U(pt!1@{7&8-nE|pl}P&9@51*Qr<4WKHj*9kMs65T7VSLC zATv{!O4E0#u~RA|odiRTqLyyym?diBEKAUj3~N(I^M1;RHv%n99h=HL9#K-x*RuKJ zgt41l{BUNyqrG1$Kk4rJ-GzMebFdG!wD+8El1BsyK#m2_Aad45G%CX&XZ-%&QY#SO9lvwVdlYpjxoRl8Q{F<( zF44@3)~(}lyfZcFf^uC-(M?fX6j5>vuxApuXyos^I}`&hO|f zMuwpENu}M6Z+E=U-j%+vlf@Ih9@qbBumk6&4rmVj{HFCx8{adKeg;q>z}8;dt}6NQ zdfwVz2HiA42lw}`h?453ScRI*d!(T23n-If_&uM_o;kSoH$Xtq z9WL3*`_?CyNo$8GLjmOC_h#aJulpj_qFe1pw`*~*zK`Ja3ufrpo#U0{#*fe=AX>=P z;*!4pPE-k!o2h4k#;F)(QEv4Qh6w*)9wV@<`z!Y*ph0XgGq2QLRE1q&d}lk)|z z!E8X#b~;MJgsP96vJgS7=P^c~zZaOITu;|l8*czG9{Z9ULm|?P9Ytl>7s1t+NXdEs zoj%se5*ONfhZ;7>q=+C&kpbUAjvm$*<89vyCBJJ_p+IIBsAhMWUqrG#zU0#qL5!GY-1l+G?fcVXtg(s@b^T$IQH*e zUz;~(=2N|a&)?bHeD-WQUi=Sh{~Xd<7VabU`@H)BmXmQZDFD{zDC(}?tCKYcN)p1e!%j_^%D1;bYZ1pkQ=7Wa4bn} zSTTkIQm8QQ6#^;8Qio^F)VnA~H8M1;sUjZE*3Mp^fiy&6eg+cI*p>Hq zhQqPbkQapWS4TZ%8*{*JD-km;4**hupp$pQiW46oL!_ByU&|vT(PV-I=|I14L=R zKWp;Z-*J2w*vRsquu=cF=nt$ldHH9c{_aYxSQ~WG=x4_K;fL1oOz3xu8vZ-P|WAoa$gc+lEk|l@{1&$#?1R`rPWL7vXAVFL-M;gc>bm)J{4%|{0 zaU~Llu=;{8k4kx2pkDx`1QQJ9r6xH$W2%Y`j8|Qy$rX`I|C3xUhS6r7R-`Xk7dmD0 z8T*1N7$eLPv0)&)FGY-8p>IZIjK_&yvBX1VTyhK{RxEAgJ0|oVwJ+oisgx!rr}t4M z*DsUU`8 z6q4n`BB{(eQ!nbXCKKEnGKk+pu1=t@ppdY&G?qYU_<7l0qE4I5Vw5;(T@Zxe< zz#=}=6lW@`Ay#@(BvHB!ehh(Wn?7Kx#;!k(zA{Q)RJ*|@e=O#-s>p7B7QBPRKX zE&_pdbXn^riWK~J;QtZcSiSJCNqZGi0UIP1AN*afwD3u` zN;(#xPcGf(j-rBLZ--VMgV%$rCNG;uIbIzfHW#!?o6x@gF{8vHiV1|EG68cua!%oO zkAJqAjk<{6=Qm29nC0fMfJ>A5f(>`WRZ9NPZYO`_`ID*^ZmMd!o{@r5LIZddn7Bmo z0s)B707TJGN+`E-WgD@4A?yd=fZc*HFb-4q&ztB%uhR|f#(4I9LXswAk7g9@M>m5 zDBH{8lS>L|n4<0-DDtCCgN^IzJ#%f`FpA&9xug`m^V8OwSgGigai zDy&|w@$?whG!=+X&ylpa?06Fe!ti9fX>@6-l8IwqJuK|r_g;yXJSy&<7ZweWnT8k9 z@xx!j!;#Lmmv?OYW`z`76I2`Gq$YXOX>{baSwjz%QxuycM0y8lNJCZag)T170Z)s8 z!+Edc#lnoqF!UlPe*(l*>KI?g@yy!FtH1mu&LDS7&)|FItmT@8ca{u@#4{|ii1 zpGZof@{2=jz;;=ma{lRo9hK)67_j}Z3l2g+(R(8ct9tJ{7qxfg_2}d!@tHkA|HuEb zlr){FNVJXlDe{XO@6*>P+YJ$yB6lUZnorCIos1zwD@0+7dH!fadb?FkM2meEgEVh> z(4_f9!qA5ZYjlT{W#P!5wyh^m&^9^U4xaeJpQ=fBHsMLVw&t~r-u9A|K!RUtwu7X^ zGog?;VSbjC*3Bs|Nk>W_;<(k22T>KB3P+^Sr+yVt8Jpo=0mo^kYGJsNAnvDeCf4?6 z)R+EcQ|MJYGym+YrXCCH>us=ZNzjUyNwFkHww;dpK8VmmExPa2l~10fEn_J6(=~< z$8h8d@T|$&x5Uw8?FHo)PWx&P?|4(wUq^Sa^nU(+_}hM}(|u>*QtP98`zV>kG)0OD z2}uzUNd+r|f~X4c*x%yiRlScJBzX)+C%ZohANywK=RuHVjg#?tDn3SA^e25eHGPUo z2#?+fY*?xP>1o|l+$34fdGH5VwCDfYuZsI`eB1`sq3<6lX4^ZmO`t)j+hm}wb^dJN zNipXrkvCDeQx9V=wD^`@k9E=PL8<$qTqa?|7hnoe@KW6%M^$@@p7#_o;3w&ZI?K^h z|5l;h1sFy%L1B+CqE6fG_uAOF=Mw%*xqyWQ=d{J-)E|Kb4eK)$*h(;PulZ4x+m>eK zQ0)NTE@yU4LvUS&wpE6mD@~TEM%$PH5mEsN^dx=4)cVLozoahBP<@ zr!B!UE5B6b811~Hf`%3isjtHPN%}<$vf*uCzdLU}c2TNHmGJi4)&ol?0hdw8>9YK- zQ;F7SQVc!a4nFQCsTP&=5@3xS0w+DhQLX=FLWln#@e2n zV;fmo*ADQ9xk46I0|m1hk`FbB4Il*3vB=n*Dz+dVW;EL@Hcxq%`WzsBvT_pktuJ;P z(POxcj~I5ef=8jF`nKjV<@^w_p{zyP?vw}N6?5z z4>)O_>Z|7ZxHy-#S%alok&WG7XBkL>@;zzl_uH8cmQu*j-nGI@=IUxoOU}qPNi6Qi zMu`8Yt@OXI#SiX(-Y<-gu%}QyK;8Wr!xi6&P$AMjD(NzibU2$3aqy( z)>X51_@9EQ=9Y{$bv~>PW?;`?9TmDbm+j97;I7>65EiEQkWm2UW7UhiHK=uAo))+W z{Qa%;x=1@p6l=>P2&eHyTM=VTyn(}yPP&kdyY zOVLTCmO{t)2ovDlOaC%UHl`af=nW0WWZY4N__${N=;MTg44{Jq|Hea5nuwwvnoTzn z6PC~c6|X{;gGM1Im}aeXCD=Hdva_U;JK3(soZU+(b-mTFf2W=?f6F$DixK$Sf>tNN zzT0~Oe{qWT>2mFStxhO*RHfd>V(&|DT7k&@2Qdj{lkgT02gWiQ0;s za>L8*e|jJ{tyBeMxp51|SujVDKo%j?$ymuo?AiYK<^TH&D8mN~$aFuM>AL@WMjf92 znb328k0zYoFdD*&;4VxnZOL%-_hcG=py1PCQz7~T=>pZ}Os84@JZdjaFQ%>)k@az< zO2%=}%rCs)AMTHINMvsQ_x0ttYG0TP+v$oX!nv7wTKBdM&}%l@R*3utf;nz#nvFrJs0RQd=#+=DWRcTWlv3ZGzxkcMdzl=I z2HzQ`pH;T)fcz!By6*naGJm(^NzK7!&mU5^3p+p#PUMrKn`H?etTaYbr22R;gdj{mM1YQ z{VNe65*9@k9B6MgpH@5x&$IqrLm0TnI>yN!sMz2@zR7H!K=)UYKw`Q;XW-MDyiRo>72^}Ym zF#@iA<~}+^N}IfFSlS9Pn59{Im6H>Yl#116MPTQ&p~v3adeg%9=!o~6V`u;5fE?eK zU|Nrdf)*wm-PWl|4`T9mv0;OtEtan8BU0#BEAcqLZYv$iA^gGr=NYU>I7PNr_xE&s zP~NutB5~u?sPvTwrk-6jg*kZ4RQ|jk?I*ouz-m~)9L``+0_N3M4fUfK?hPv&7diI4 zP-Ofu=goj$4y(;);4CUtBzThdChh=kr;E+^vrRTsD&VlO*dg<5`gDfbH@=BItc_%- z9F}3i-S~vU5d}m_R?-f?(}nZPQT?Xtp9OWfLjdOU!vT7l1?`j?W;Qw3`(mauG+j7V;#rknG>n+RLre_8X8mbI3v7( z6L2&n>W4eZx!u9Y({4tGF~3*r>lZ_i*A=*sh|~Z56&4xqmrjGEdNu698aAovr&67A z`K!bvTIxhg93bq+#`WRvd=lbKaF*acvo-Gjmqqvbak_5(%RtJ5^i)9=2VMo6I>9Cq zi#n>{Z+ha_NcE&Sd07f-)w!PUG=o>iF72~zsYNBEr%TqW&Lw0|2@r@uJzU0=aHnoi ze1*_NfeA}tCh+O;U$LLVu?K3e1YSS~cBFmD=JVe4-giNd6Yw zTQ6>XJ1Mih%y$9{;Ry|)%@vw~4o8n!hg3Yy<~vVuCwdqZ!@~{r2+4*3u~s1O8=?1r zg?8p=!F+4Cs#_@d+p+OU@G5d~_tqdO`^*goLS27nyHBQ9GxWKVXj)^70y3$QahAI}9ygNty3(`wh z*uWs+|9u!oXunlv`MNunFBGo~5%^;4 zHN_cbvP|=AcV1n_z{ioyg~oKAaZmM2p>Z=;htY32oOpN|wcnalc9JMQ3|(>mQD&Y% zPcv+~t7z2auh-^SM~qeo5zFVANkHTEU?_G%6|sA#EQ5zNx-_SULJmO*Y#=r8_&OAY zjN^4JC2$M!#_*Zl&Lr;tj>QQBlM^^Mdbe7-;oyZa_;h;S&{6yu6-(N^LTW@AaI&E% zHhsu3(1)3%+4TPS11+N{-^JK&>v`dhq@{U^vPuew-=b-@7* z3ZdidEz3b1g`f0HMOtHcS(q+Bk@ z4O6!2c)Ko~T{UOr_)A*R@17)&KP={H-JLIIGQMYvE*9rG{e2Zb$|}?nfqIhX5{(v< zSv;g6&G!tt$Vy^zx<3-I$#T;++ArflxUDy9ij>p@e#z)Vf@MaR%&!md@6?QF|JO0V z0iOyjD5%{>N52mQ`?_>TIu<0c`sn6R8fl%S@IMaAu^Cu(G3XY^ixH)tk(Py8{db&F zdzU*~Dq!D`#s4xOv`0yST#ren3d87^Qo6l%20ght*_{syG;LaL?Gy5w%}s2UhGfhf??tb^iqd|E4BzXhGRhK_icCViy)_H>I0o!9BREa&f?R{l|=f zbQwxh4AbOrt`D%7>r#;8cKT3zf;*CYjm?%o4o=RI>CTkt)v!Uv$lXB$n|7@I<|Lyo z+^bowa+I7en}WdJ@vwWlpxN@WeGI=$-C3F~j3yU_-7Uvrd3gMf)5<-XX{^y5F85Wi zYZw`&ftaWaltcHL%g#qql2mc)-u#~AAEJ5JH)%5jzY5&O9IPzp zZu)fj?L9wH-sCz8e7sKIT;%#}BA%Yqbo(t1b^PFddLZtAk4{F+IS0-wB|jUw?Ox6; zm)4?Fd=W*AMCcuLrd>zdgt!|YZq6Na$StsIIRQPULyid{eK4Vyt?1vU(WG)^H_MB4mHxy_=KSn*f8klp%^_4ucvYEhjI1OoA0*;V*Z_G18Z{`P<`x^PqZ}Y z;?lwiy__8U9M-MAk0ZuOP$JYcN<-%Hm3c@b@2bc4ZcSAk0~2RRekLW_)xVgbrv|N%GX*} zUnN~-nH3^_b6RnFpqt+Cvmz*DktSo!GpU8cWqpQyEX)O_l7?G%*>kgK68G+{i*7zyLQ#C zy$8AX7f&86k^X*b+Qb-^YPv}ZeQ$(FA?SGn$JEFOA2+mY&X;=N!PnuX93@|k-}p3d1+~~#1(0u65d(LK3RE% zZ7sxOn578_-M(<1kI`kz1Crwvs`X0(>sG0cV)rr#2D)Xv;8OZta|RrGHc8{uQ>1uDGey-hUfl} zi56{wTI2Al+oByp2FShqgMqOt6Ra=%k5qW*L5|)AZCLi}^#V^b;|0y3YvE&4>;{*r z6wj6!cB##AYa)&^on8)3Yh1N23wPZk@VW-otNA@rC_Pf(!p zK+P28FR5}%m!%9y9$OI>7y1kYN64znyD$VRn3cs>OS&<(NnZEZlySlSf#tWFoEtO+ z3hw2C@DyrrSyeQ+YP&NUQ|+N%fKO{{yi0VN*_v?~w5M&eA6P9hN^Kem={!wz6LU-=pq5#MRBsXXC&{|;T*;qy(mf_v0F)w^ z+zNq<7rG(v@)?CC( zyvwI1G*t=#y;P3p0PZL+1}Av}w`D**%IWbl+hhtH_#aQMbkZG3na|GuPEB<1cE+A5 zt7)}zZz)F!V!p2HiKfFN83w_@L~)J0?KdZC1&2f`bHXMscFE)_dV#zE-Bnw9; zOpe{&eacColg_O)5-vVzK(!L1tYH)qk8qhQEMQJjtz^SU^>=uPK`lXc8qGFoVEaM; zm-y>osbE2AyHk_`ybL@hDL9O-E0cim`FkfHvW}y&WRSL#ujpx zm58LBW*DLS_;!F@?<=m&yDAM7-OuzFGq(!+T>|$D1I;22Q^D`X%srWimjsX}SZ`~P zOWXg%qHs{r_C{m5$Z(%t&H9W-$Kl$rSP9o7! z#PvFZtix8z8oix@)8((^Wb?83>$_yNhM`3UG=5|PS`BRmRN-UJJ{8(GKp1U4PlkeR zF&<1Fc(+tPtE`maZZ|WJGzjuA29j631i3&-(w~`$>>S^rj~@JilS&X2U4DegZG)d5 zI^#r-gCTN=FyW^4-022YXylhQ+u3R=jkN zc}yF#v7_m#)wDx`gXh}w1V_xdmpl+M1SC1{W)kNYuOkxaB{<6akdmkM5XE-~@eV>4 zb!QJxO#lk8&Hx_or+aU71i?hf9@SYPW}elQesAsP_;C3?Ki%H{P@$PndjP zxIZ&$`R785+v|-x(d3+~CjXTO(yj|d?km4OW?t`I z!(?roZKt=El+m(SdHD#LZzyR}sV#W@Jsm&3DawS#LfiGK{!fgn6#v19lcHoo-cwXl z%S+o#O;frm{nAA18aTw;$O;eV#FbGZDmRUJ)iKfY9ZMS-qANDw*V{#qF{tkt#q8$d z&~AK%yXn#w8#;Ut?*dwx#mbCz{k{G;{F=E`yV}RQLy4BpZ>TXK17Nb# z3r7bjiL89@8^!&BGHr^N7ILDB)+6g9{w^n`#WGbC$C6wH^yJ={r{EWmT{{2jWb)E* zhntZ@z?)f(=}+1er0j3H@ZzytWhoo&`tw5;jmYKMQo6|D*6*&Nl5BQm|m&T zq;~3LSWfP@qLwHiW;#qiE^tnjPY4dVJ?svf=;^Y_Ps=) z3!%+C4ojOk@4o*TLQ6+P4jo!gjbGL)&$ZVlMZ!R97rp2rB$fp%u`y5Gk1!k5$xqqqX1wdx8X1`A9w))`S@-LQ z$?6&YdbZ)=%QK9C6~H?7dz!&%Rg~1G%d+>axz^B07U3k5QfCAgdg{lLq`V;65A*1c zT5WSF14{6i6oL;K&?QLJ26P}JyF5GKZrLwxeN`?{Ck!9V>8}zldh@+7_CO#qf385C zR@(YkOcu~x{$%umNFFjvEwJybbrLH6GmC9h6&7HnI2>}OOT3_|o+AD=uK1EO$z0q^ z6e{cxF==N0%f|@9%8BhWEM2Z9?L(rPnu8B7b-1%+v&1h-X>M=CmA-D?YP zuP3Gji>y^gB72oaOk`$cuhM)yIqqU=ttUjU8*8h_1qIK8-N@Gbug7WUNIzH@@_B9z zEGf(E)oK~>`mT>SWzK1fp$@7!x&0~E^5t@#4D9PK%H+&fUEgpS_=J>A=pZjWjq|f= z0V`cE_W>Wt>>J~Fssf|x9s|Sci-0q4M6m>II?}~v?i_*=&j4Xm7d=ei{rjgDxUxDS zsL<>A*H)H)cX%xv*aSmB>+$s62zg>})`}I`{Z;t~*4kPbzthZ1Npr999_!ejd>PIk zm8QC3D&`!aEz9{D4O#-Y{=UaQ$ed26BB_#TdsiZ@3zU6)Z8}zWNE2CAO`X6ZYL6c% z*5w#Tm$zgb*447HVw{mu5h8~7a@aq%`%1S5z{k^_iHYC*MEvO6cf#=#jSMbay?<$U zGxm$fi6Z-5tIBvKgbkf_Xl+t^5$xOGEOFY=*LvZ{ztqDV=9aT{SK8gxjQW*gFAai6PyeUtY62 zC3ojmQUr61njF%yS`|u0Q19L2=9@fXPieEWOI!5~F2f%L<4!XL+_z4ZMP1rG$5s$w zj2T_wJbf*tc3?VqA^y`{(5UT)y&u?IibyWxvXb5*N`ZKS5QhiA3Dw;lw}HK=-qA3V zgR)o(&)9EN35_EK0KIeAi+1wcP(F*gvk!b+GW&T*^N;rvIlNBURN`Tvmch^hVxqc_ zzOY?;qPA&JT)hMPBXN=fX%Ds0ERE?emM`fuG*q4vYP1rKH|IL<$Qmi54%H3J4b9ax z-~P-Z2;{@27mwQfc#yNU)yE+Bl;zGwv-*^Fs0 z3DaOc4=TSZ^=ps9-B;q-8XGafLKrSyJr&~1C zOUCys7AjQB?J}_ZK?JYqayzCO?BZ9y$B=UW0HWG$`=6=)|7qftvxOeh?W=rX>Oa%E zV2<8%j8B4m)~3o~*wLD-jmCAe(k;kmd&7T}S5pL&WVDctc(y2oF1q2vDah`4??L=$ zfYIfbdN=>y6zY3x@1c!OqC&0@d0Sz7(SLlLA9^}V?#+vpi!Mib!TuVpfiF)a$#z9l zkSKFbu*0?lA<5pxstIg-G+%Ic;v8jhypZz>kSmf15CQ#)R`z`8_+qB$F>0`; zEw7L5a+WiJ8V`JUB~%{5i{a4WxuY+uOq_N%ctQMz%h(e=%gSO@gqSAj+Y=>;*q3xJ zw5E6hjjN;*is4N7EH<1T6smVgE&~&3y;X(HgzEeCvTJX|$*BUvao%7HA23*Kqt z^ymeYR^91-BY$E$W6I`wt65wQc);K&J=RSKMxdAJ^08c4 zVj}D9t>*RDPc-?$7xmjSv%ktrlKBTno1<_jp~)KL(R9x^i*q+#F$ubDUHQ!(JTGtX zUXEl^%4EImf?=;hy6WkGm<)ySdTJG|lEFeVToObzE$IUfZ1p3H(YysA+E!7VUd~6vR-R6cokUmb)eo|^u0f|?www9|hdfvGWqvlQvcddi07Wrg{Y{xTym-+i zuG5!NN?f9wb-NcIF;W8xOwtJ{nkX%xNADZ=B`5R%= z7V=p7Ve8KYVUdlw>mV>@%-MNgQe!MuhVHk&B@T6>$~UWsEb(YzPa1Ztm&i@U#}T?5 z1S+!E9*xD;kZ)TSVnJ{sg?pNSt?d_WEmH>qN(YpimO>4Jbl(C`FPPAC*gQvM&CB)a zc(leDpWje3@MLu>pfm^hj6$_$JqI$9)BhfLR1z53OOYQrmFya>EJq}IRgh(|rpQ%3 z{Ke6Zfm+FYQ7T&gEg_Y^?>Ygm|Jvh;TjJxWiViJO<6rA&Lhpy|y0}#C3AJqD``@v> ze`CT!uInsqP?j=KfIUI)IxUMFp5_}BsCEl9to9U$Okv#3n%MygA#Q~5Q2B{4QNa`9 zl?3;D)8!=&Q8^N%#^x9g5XzoRlD;r>+&0C(67TgH5hxc`_V2g6DKBO!1Z|vdJcmVf z_A_0=!}*^c-wH!$b3r|sv2YtvOz*(O?~_{gtnl^57~U+S2Cj{pG3~phL-X)nM(tnyqoTgI#OtXVwL^=dajB~+0#O`++OJRO6 z&75Av^3+1V9(Oj3eC$CYyGZqE_ZZKOS=Ts-jk7?Ll%tIx6sMB@g4vN|7@1qSCgjW9 zg6s~*8?P0F3de?G_%qo0(4w#Yz;x=Yo*@(9gwaxSHj5{Z@%_nYfi|z9_}Ct%cM{ zW0JTOjU$mRC#x1&+&Rf$7SU&g9GBqGhl_?!zY%y@I0oq^JV56!f%`clRQsQ71-LB* zN)dU*1k6s9x@mqh$&SU9DD>uCMoiEnwW;sf_L^u*ULWiY2!G5Yc)Z{>Ny>9VQzFaS z5Ny-3)}cw7S*+C9Er}^mB>QEYRaV{$tPT;~qZ#_&h1)-nIW?}E4AMi!mvvcM&YGp1 z#$g3hEc9CUNDb2g?pX)!sl4u}bWu-KLq@A}3A!)~<}>--{IzaVfsd)6ev^5!mua#? zdzhWAano&0EnUcI5p)dr$ZE221fy%-pElz&>5?}aIJUy<|8k%iz-y=1OPG5@YV%W2 zqsbp2-~n9z$@hRF?rP%GiGR#8Rn{^Ni06*zbI3YYB(oQuKu?5Ws7_mZE`jelUYbuI z=k9Q?yc|^a_k$R|0jvIn6yhHK@=&Wm*ND!|elKtfA@EORJSn5g?g@}st zS|RD0%#{9SnRr$S;p2CXFm5FJ*AQUtoAfQlxB1j>WtNLuZ{vMQ4DFK1L#cceO;BRi z%D(acUb&e2h;mFC7Kv!SN%?IC|Az{vlBuG08{36ypv65m8wwX=5J=nnbHOhnp@|O3 z-V>t0lF!u2m0SmDQ>vgHTK33c`M>HrJ12GPD*H1Bl$Y#3ALv{)iczzZwsS}))pPhc z+>Xj7Dh^(9=4-?@yAR>LNIETg&rs$EkD7)YIoHL!&2D~h*~*h0;xGq9$OT25C7_|+ zNET4LVHA%Pwi6eOE@`<;oFXQybeI;1np}Wl+zV?6n zpDLS^8FgOcpqHXu&V2Omat>!pR_k7GRG?h?>=uJ)N^Ie*H`bC30ay`nvswn)0i7@< zvBRf!@XOh~{jHnmz1yOZ*LnyF?uC7r70kpoL(r>AyF$D2Y2&`@{zcy?Hb4lPHNX7f z`D$`IPBb>XQl#~%muIQHqS7|NA|Nm3Zlj+*$#W4~3*ctdZ*D^RW5AfyCY)eYtfwh6 z@UJ^bI-l*YEFtkox~qm5y7VZODFJMHqLtOv&TT{`Ic(;X(BPW6%)D{(hMB0nXn~or z$PbK}rjZd)UspYO_l8(<>|rA%7nMx50fZ~;M>kVUz}iZ)$9#m=7zXpIr#CULbi6&! zY9P#06ds@X4=)Yb+!B8~O(BZW`2*jl5asd@hPe4u3~D>H7>dYJnYsrE9JO)8a8z&5 zh1^m20Fslv?B6y|F|h^^8#yvNxz7$ z=hzHeVAv&R8Zfgt_!Mg2CGI!thx2vLiL)}={kz%>XFZG5?2j9cLHCkW+3y!FWhm1r zwRx*2hweA^YUhwU7Qgem?B|orZvmBE8*%koCFT5a?JtK+jjYoJF$n zcdouVqpAqP#Z&=OOEi76Sq;RFEn9~rIXsIl7$P@@#dsk$`3qQYDx%F#(zG!t9#WGB zx)bzYc+l<#IeBRfMBB3XP6={4{LglyU-DCP#~#mjA?(Z||3VH`SO}1VN>aghHz4Re z^i1i|8hB?-r<7hes&`sMSLt2)x&JZer5?D@@U#ehG7+4yYSsWm$Nb${y#I-NfeF39 zByK-tDX2Vmg5Ejt4oW{Znmlt`cab>E5pP2wIndchrtNfYd!p@}FNBl8fc?h#*K^fI z_d|8di{WXiig!9nq-jU9TJ_RjPsvtu&^^cP+9pMZ%+CR+09I0$Wn{rDU^oi!&%mDl z=}KehCW2Dp!(2llBa^Oy5cjmdrNd6qbm}MK00%Yu>AUUKOLbnuNV+}etP~#MfR!x=yqrk=zSo8;ToG;Np?8E*de-oOGI&g-Qjn{bUc>I0B+#UTSje&-QLlEnYLNM@62puXfdT?}LV!gU9 zWtZT)y|Y6P6_a_Omi6-Q%ColpDi|jU=0x1nOhF(B-CLfqBxCDmEy1HQ|SZVXQCSJ{O(VNBvRCqkWWYhJ@- zgx(=p5>x?Xx1@qTC&MFDm>447rx%U97+~*Hz@n$N|1;3?!TLc%BmG~?CVFIlDXeZ_ zb=y%n5PA-MDSGry;3NitUYenvPN%?UCn&Q_XH#saXWMB5t@kDH0TXIwm^_rN#XtBm z4u*_xl*97&HRoKZ>`9y><4r*oZmHx-3R$Vo3)gHE^Q?}*Cb9& zf8iy#WsnnzhDwOCi4nu>5Mth6qwk_!N5-zMxC)lmbq>jKqrj98^Lfk~^K*n@&+!0) zF=?lzAzkcnxSB7|n2+*h*O^z`I;6zSbGdG)x6})s-DO;t{%Z_2sJp&nDDtN{fVJbI zckeXgoaCSbuk85w`5fHnr(>#<^P?BT6*?eEQz$Rv&+kO=j)@gr9J^70IjE!s|Z$D zIh1))Si@9}X6k%+8J+RxiayGNf#{_QO>xK-s?&2+*a?yqEw-%BsIe&FbrJSl{f@x$GqcBEYN=-Tc9Je9t?L{}TWjAriKbh_8`8;w;GRKquAxgDVm^L;@ z$PJR_a%?s+!LNLzb(l`T(M8z8xCLo z23p=REi5qCg;U-IcnspEzxKa#l7GmMhSC&-|azgaox)&TUOjx)Al!wVd6 z(iMOEqtbsyzOvHdytzK`RtLzPSCgP%@Nx}&oz#fJzFAn&A3A&1>AX8=S}yBM3N<-` z{77+u+@}*R3SI8tMib;$0R{lAMIoQ}B9yEM-dphD`F^1NVOG1Tk;KLzUr3>+Hm6SX znyk$}SoMMCOZp~E*v+F<=KkPxZ(-cbb3O1VP#8ke6op9TQr@rPEFiwG$(y@{nAaU@ zYA7A)K9~7-^UJxZxii6TCg(a>WMgg1%MEkR$ykO>iQa6~>GV8MyL7%NsL~Fahhc^W zuO7)1cuo`gR}pu`(L9{ret~JStsR(fFBVWi81^2KXHm$=yv02PkyAYsu*F1aA^nx^ z8j%p5jvrElVDO&gyPZ5ewlkvhfzYr4@ElGbGJZ1+kdyWcxciY1@ zo4#q+Q6^!D6*VAIs{`n>$K2t0zFWw!=U?&Rh5~)rX+HPSW$YlKyUA$b)&(>oUI?e4<6g zbH$<{RYT+1{=lCvFVl8LbOg0RFe*=PQc7SV%Y@`|(u3<=RjN86P3PdVg^)(~)5b;L z0kQLs5!Acn5;P7`yR|#Ag^SH<#S_ey9qH) zF3S^O5F&dsgw9TFNRL>4p{gki(fv9_lbII=eb<-!8P8vp89qoi{FBj@tm6ye&I017 z$#MHJS)6pbDu^qdZvR5YrT4i%i7w0Nibd|1k#<&($la1f=mJ6OrAoyhvH=6iSZ`2% zgpdR^BHhfU+x5kGmS#r5k>?&~sC8i_Z8{@vX7*TU>0sb*=+aeOis%aT;O};n*BRJ0 zCGm~55eRhr;$yI<wdd4tMWI`(Zw{ioNrhaOJ2O_BxaIAq&!^_Ehyfgz0U3a zTkzO89j~=2u8PX zN~Iyw4;nA=3={wAq+uk=_i(`db4b?7lXD2|zRAN6lkn+FuQ&wsy_{YhF|wif)`Ho9|k5(=55D+btAzg*qAK=9f7_fD4T4JNdO3gIz( zzt=MshrvuXznd+`3=s%&B!9m7%r$Cd7k#`Qq9FIi+8hxh8%XcOKY=P-)-9iNwkzhs|?B9;rG8lq)d)WzQ@ zRuc)<*5SRSLmt&hHlTMb2&Q1`zf=JF|CQoD_xG$yulopDipkCYPgem(a@{TvYZo8~>8= zd8+m^^@Uk*VM|g)RHK6HSAcfV%h_A}VO$eAodG511|1m+(9`_bLa;$e))7Az*iiWC zp@0@OekX-IB89IrK7*wnNlIg$o`l0$o;+c&7I(;zpexVIuwG@Ni4DR?>zJ%-Ynnti z;EtsbyR#tKjiSo&hh{+cAf@WI_;Io8t`U{7t^*2dRgC{ntHOx>wy z2#=@MtF;#Y)V%1~j?ahMhfI_I3gqU#5yh+(^e}4hP`fqz@u>Yt3e@Q;`RR9(U1w30 zlDFL)c4fW393`olKZaNkVQ-XIHzxuQjeIz_V0H#?wL+vd)4r;&G3@)z2g4Z}ns?!Pk&~||LYIHoIi=X?&vcf7+tzj9)$7J^V^__0945A0?KmzO&T`h{(}N5?-1j~n|H?3cvzkyFL6i|X`0{PXv5itdb@ z9Tc$9;x@^DO@&^W41Tw~_2qf`2S@Q>*l1cn0wXcqj6Q#YR}M*faN>)qtV6F4aPi#q zeBO$th}IQ5u>6H*#GL)Xw@5PgCj;OV(m2q>*B@rY*vl+`^RrPh*KGlxpWoAU`XV3c z9hq(ou%~W*%wbGp^`f1=O?H({P&yJpHCfVeGz5Tbk>NI{vSm)s10i7Cke@>O<$ZOI(ra=SF$I0HhG2B2NMWFXkHSHf7SZONGOw;pA%YX~5~R@8Ge zDU=NF#*q$X#2z7zh1|wM6S$o!(*iA@5NGaP8!ZoUw#BQzp{Qf`Q|wXBPXFYKw^G)X z6^Nt}DEJf<-94zpHKtCY#pI$9`m?xF|7C9i{%p{MHbKYDcf2GnBQur6z+BBX z*+!g{P(&TNsdL;L%|xWvk70m}tBSjRC@T@7#xQ)sSua@0p*b3SLSL;O)tB5Ze z`9=#<&7l4WF5h?y$EHyo8N4D^&a4PInNBG%SU5H2^#h-bMs>gXb(YgEf{Z@B|Ls-Q zv|n=_e?;{2?A#e;SKU$~7dNsd=BCOA`jP4O{9dMb>0b#0R6&m9mF2X$czSE;rxfS#Sd zI+8f=4?eskc?bH~7DTD%5#ROk{Amf!stIUeZblbvvpiYCeJ}PU%bBqwf<`gr2e}?g z^4%oQDSdRM2gK)U9~Vd??EX9NYm$2q>P_=gHF0Z|86_{;#+2w>wHF2o!9JUaZ!fJ@ zd?Nq8bi=Nq9o%eS9e(o9?6gtuEaH4+d8D46(beCNxy=e;pvN1%^6oB}hdKoBgNJ{d zqc^o~AM7e`cixmqm!3QXIr#e&VY2@PIE*Z?CH8A&;|i4Y>~qDe+zY=I()gzWZtjGT z&!GwY2|n-4B?;3L2%Nr+cl&+8m|#ld!>Da>e~5a-c~9L}@BUU=SRV(+*@5&myO#Vp zj@94)mH2wUgWvk~=GUOYeK(VA=z8g@ z<^5_L`gEfqyK=eIlj%9lnB!YH7WR)1D1{Pq7|i_jmJ=75?P2GE0S_KV_R9Tv$G+p6 z=@W)G9(#YE;*afhS7(k%R_GlTCf7^az^N0OP2~||bOK#o65XOS6CouHiLI*A)LVu; zs+N*H)LJ&b=QrP>S}PF@L@39910QzXJ`7-bJC%L~3#=mSN{3V>TI(_k8!;noI$SW>ygBQCQb8^xg1f;_2EegUw}sz&pnE?MucNBY!J|`{QotdUfYsQdFH?zQ z;al1AyVX()8VXQS&1Z+)RAVzmboe5yM$b7)`onOolhThUI#%aab|}Aa3iS9oYA8Tz z*~C69LQ)(`aO!{8YC1N^x0o`iC)v~b)v?i9TMnMdSvVjr-$dJph`eJvhnvh2 z#K*kNuPTWpM%K&r{)_S_b)CH`5ta*GEm821!M>&~2+&CKP#aeDOa%<(ch^+fTKCU0 z^YNDu{4&YXTGwkzt?!kR;<0F8-QG(2AVebSZ%99N%|n3ErX!LUl73WOd89~9A!o|kk1Pwvimg3;DGlc?sR&w!qfy4x;>?@wCA^E zJ|uEyNh~3Mx;;mfB*p;z;u1RSjlA7^SUIZl@k$fvwElauN}U7I_)3lwei1PoL)qm) zBa1a9SU}6dc?6JYHacjY*Aq{4`sF~A!7cHzCwaJFtnia!29-W|2u|q;BEEme33-EI2hV_vt^y)GAZh}hQB`^x~#ptu$Yoz4gwft zzW`a=3%8Z>G)Gl8oel1sOW6>$Shf`@R?M-K8VeL&t&2vk#;9QAEke9N*IRpZ^WQ07>A2D|kPN2Mz7nmGy9 zM28}#g1gn9@(A&k|wBr@mu`2gqqeXiDyU2j7W4@=BB7HYG81%xh3^X^A`f^5F8*D<^NvbclD&!N;(ZpkpY z-)IwRCv&87PXiQKnzL7Zp$9M5`qwGVDRJ4vRt=p_59zAZ9o-unT>%?gEYMTeKAK>K zov*-H)(}K$@dUgY6me|+1broO%5-%Sca&<$K=v0Qt|lAyBJ($Q`KZy3@@U zTgJuzuyl7BF6FE|`P)YqciisB`P_Hr*HXz-XkC63Ix397Ca+~M9nF&WJsStZH~Ok) z2}wg=qnG~Nex28~>K&&Ny*6KGZ3hoTpH=Vdz_?fGT;>?_`ysyek`-qu4_a2OwR?F! zf!fWVuhDNg$@?kAzkTol=LKklvG`iI9#t%K)DEVz<3Gh%e=iJ?a3j20&E9yL_DviR z=c7l3zVt$==m-C`=o3XihB`{Z#V_)+F zp^MV^J}5o4=Z!s0a!ntG@J{ZMm+xjJim~4QO;9CpDb0inlVNK^>s)d7)L>O=ak}Zc zCR?O#<6hBcZ~NP};4v#xEXsGa84>?PXAbB!@qs2EsisOc*zK~oI)cQ&60*$)4#Rzmr9|;YwzH(->jXSHiJKf08MR| zcL;4|Vu&b%W3>k^Ls_q)G`2gGgOWG!J?;J=HG6OjyM4KSmYFR-+AD8sn_cbwfl4Y7 z2BG}*KuSb&dVxoijf3z_>{~9EqDUyp+iN%kd0Li_(wtJ}gy^Hqw=B=XE?V?M}nF@XCvB{`7UD66<&Q%nWpH2NqBxj@K;b=dS#-XkbVa^k1eDavzlcZ&*p`>uDlrG^@>c-s}I zn1w+GDSWp;q6pAM?a==|+5VsRzp0J@$^1!YB)s{=2)bfSUAWU1*RAz6 zk|_F^IQUQjda5wv=4ptjRU;87S@3LNR~OPFdOnA~p5Lz&Sdf&xWPu;E6zo}tzW<;R zmyf%OwAF~g-XvWPTm5Ox7@H?4jwJq8{Qb$`YV=VrCP8f&GNW6Kw}d^!Y4?P$Ie2wu zx~Q|?Y+^VQw?yS+8MI&Cr*pef@p_b%b>1z*5n{g2%4^GI8HAJGP0|0wJP%FixH8ay z4Gz|H2GsH>z8#lT4(J@UCB16*zBFgOgDb?(VO^}uT&}kkoVkT>`Q#w&(C1uhYDT(E zSY(;W`Gxn4$$%qRCaCjzczC|JIn)3^Qc zcX8y;^PkDe>|&r!3mbZ^MpN$!M5|158(eI5z#laT{^ z_%9w=ROpZx*4p0F29M6djSFlgk|a$hzreqUATAWX3~y42Bq>QoO*yrnHfIlx-)dG*cd--qf?w9br;W2&82fHL zP0O8HEo{=illLwBPNxAixEG7SmqkB&;3Yng-4mR2)+mFCK9t8&*`_#_dSUWx+}8kZ zG6;S1Vc{Bn;81qRFs3i>#i;8{_37hI&jPuaArO#we$x~%yHVtb zWys}}WI~bh&_>oehfo&wKsm-DaOsSJFSqn;XVG8w@pQ$kdjd%b(xieswvsm6AM1nYK`;hSJRs-nrrC1lrl009xk_j4lbi&28a+TY2K2(4(g^r-4tj;dhr zzNhW+Vf_5u8{E$gP5N%Or%+~Mi%OZB!16Ul)8IgWCf%TdHa;%B7$xh6gda@OZj`y% zOT9RXDItkGLE@`SMF~>Qr&P#FP@@nx^_uJ!DD`o_q2mZej@{Cygc4vm)Ql^663OseDYn3{TJ;^%%YdtmZ10z-bH7Vjo$RZGw-?$B%hyp1BPBV3M9c9dRHBF6mO;upBrK+VU}V&3d0Z0olI~nNi9qc6 zpC(9k1P41KiK_%qhDh7lVp|*WtZSI7o@PS__6Z&V6tRWVe2W$&+RE8|H+3f9xoF@7 zO2(7{UG$;~HR24(afN16=}7QkJ;L`OFvO6ivde@ZGE=4%@Bqs(+4bh&3WcRS%#0Po zEWm5&Vt#rDOfn+EGk${RFt?ZB%3uQRCwVX5qzJk;;p|g2D6?O)B0=jxlnQPr-N_0_ zpdoy5EW{)Y7__kIn3Ku|6K9MOfO zETsAfaji&S2-zuGFp`%FnRjVK34lKxw>h^i5?{(;@Al%`$5G4nq9B#noo zGHo2D)6vm>yuOIp*>!kO+$VD^vp_S**~1x}(108qtY4ryM(0RLtS0|{I!eQ%H>RfH zx>Cb#(d&I48Z#fl`}js0yt_ZSkRoicGlH&y#7Dm@pcN_-zAF_8auICZ2944e`qym2 z{}%fJwy{?NJzE&qUq6nSP%EF!#S#zy!+7KP+Y0?_0*NXfJp_n^@9@tIF423l@DwIr z{Wry=lA!=!7Wmu@Y-i^gt$tal&eJ6M=R&N5{k0l;3%Y8r)zz|qaMEu-RO7#p9C7hCbNGKD>=~~4x_Z?|6=sduC@RdQF3fkcc^Lm>9f#cX!}65B-P-jS z?$AJ}jZdpyAOF%kXJg&V9NZ&;x~>0 z=6y1Rm`bD)SXeN~GAFdspi9+)>xn`xy z?|H8?qj}N#`BtYjx5s3DmCDI)91;|dWK8B`gquK)w|~Bey!jV5#T~t3kkak7Y*(zd z<9YHPB=mF@x%DAq!T}EZI||Ene)}KIcN6B1BSY)(bem-U7ePhH^djZRKsh3X&|*B% zVFY&J;#t}v>b}IRIJ5UN*`-fEQ$w&(tMDsixyf%UPHy{7;^2w+?O)6tg0-s8NE5-Pi*gaKO>ifE{ zo0zZU`>h+;(!4Oj|2g0FeE;FK=#vce;JNW>Ip;-hvPXdLE+yZ@q>c_V?W+F-Mtkc# zUp#U>ffX!b3j=Uy#}bP5aaF@?6K6Ap4o|zIh00HO8H_(9*~{&zf!+sZ6Ff%;S_BL6 zZZg`@mAd|(mx9({ey_94piK<2*Z^-p#kE95qBLzKnK5hE=~MQrFmF~D!&|2lkjrAN zkr~q6<4;U>>>Oo!Y!S2f1XZ=eqHE(P3IFMzQ;MaOAY~)cRsjvqt0;*0 zv%<%|UCoG157+AZI{~VJ2~U%aC)dGUm`&~izn7oiPa0Yo-QrLvZTv`vN zfZk&dgLm;gQ}n4!lL_$XDRy<_sMhP#@j<0B?odzIGo}LC!&CA%b@_2|c@7qaas32? zVs*mLsoW{H0QW~3m4=@^(Tv&h>|gd5uyo1asS9C2+W3;urNtbjDWgb#3p{VD8GfESr#H`PzN#j%Pn&KD9R z;hP?BK+cs~us`2*bHl^G$Ve@eSk6CJ6jZt-p}kuV>M5kOvD+C^o)J!+w+k?$0Bb;= zwT1iplP@-toK!N|Elqt5+%J>RM^Ro3lTygW`AasSl~+BB&rfAJ@YM+t1G*dnLWWEZ z{2vDu9-Wp_#_NThB?{`oM4g|ypM%fO$u>lV)X9)m9agC=V((^@>o!EM1H<&($#m|F z$iWj*Sd`=N%{GWp9Dl@p>`vwkDw{V*0?u zO*_>?oxa;hVK(=23n@6{OyahFV>@~)W(c#41fHJq^9A=MT)DE)XF}33s%_yP6|{SE zDn}o?^x#tw>jP(>D#F^pHg@w3({YOrJE=D$&3UJIeK&I~O$oR@kHkN=ehYS1UH24u z_9fHlxQgvum+}CyO%dNF$Z-WwXro{KVmJjvVC`7%i+R+YY3Cc!~khBxw~Y64BDT6{1<$%VsKwxNPVArk1YLr`J~A zR*5URv(b@KOSeBLvLErDG7^y}km#JU!h5lJQOf+?##ET3`ramjL`7jZc&eAjyL@-~ zh9!0fT6(mv`p z+cnvqtjTs0r)DPGHh1P^P3>$>wr$(Bcdp4cPS3Y@-gBLEt#9|od;PW6`eAgik`=cQ zVPA;Tw6C=iyHMQ@FzhRB=Fk92nzcjeO6bw37N*wbL?nv`QPjYwz~kW-?}^mQB$b zZM_;}sW4oUQU-LFd~vEDdN7Uh_9@~Pc%(g8qXwMWw%+SHt9^iQ4{hr;cnPu${K{-k zB|IDxTq!Bh**02C#a@Jh(P)QiS76GP#Rrvao}>LkQTNXw{bDpi{gQih@GY#_$DP;x z=P42wTz5rV1;#;Rl#$R|zVH3frw&^)(wDeIs)y|PmqwWnyM9v5^z;`2NmvhY=+{yKo`jWjPS*S{(aLxk zy3?scKV9$twkc-`BdW4J(ckBBMw(@%uJEyN4bZMKHT_utsQ;%61b{#9us`f8h$yY^y6n0qevVav(aODfTTHCX`{aS~jhS9fFO!;4(hC88a zcVIV)u%KIDPt*Y6Fx1$|E}7Dk>c@QU#~YEJ6XXAEpQ~Urd;iCejt%_S!OB}*D-dh; zT|6(K5FzLEt8!w!)QZ|@o-EV%m*s?^mm`a+we>|Ez?IGZ>3F^YQZVVFD4rN|Ck8wa zeh5tud?aWH*cf(w)_x|iJ#j5i6Yx~%H`V$a4nu4|P^s2Sfiph%b`jsFjc&8i4A`06 z5V$7MZO1~qU9CEp0nEhtTn_>1p5I}wQ4Mp+Sy8jUWCRtXxnaDOSPA2C?@j+kuC^~pX3{lsfk1qRRocg- zwLKBQL06RUn1JG$dZpCQ@_V~$>Uw?T5eDC_G%ihby@8ei=5UiA9H05WYUt>CFW*eZ zasbok+RCD|{9pCOKnxLB!iC=%+1=_A`SLJyQ;e|k(vmQcMh-blje(x|M89k3qeE&m zWnBiFE%ox*`MrM}|3TIu5HI8R=@cGZ;I=4G1J*jJo?`}X(#F&;(3(xlV^2mgL7X(u z5$IyiL~TUJD4lEbH=+HZJJN@T>n!DQ^Ra}D{%u+2B6mZHmc2}q_(!MKc*P#IbFa+Q zm6d8ickOJo&OMfnpNaaiqGmtFYXnlYAQqP${SDbxRRhwnVFqFE%` z^x2@>&=Fr5slSYGa%S3IgC;v)E4SL_S8LYF))KMbj-MBK$a*t3(tOHY$0v1uxb3g3 znG@L`lQtU3PsOC0&?yrT6SUX3&akiCQY{&?oGKkrp5&}t7bBN1o+HU2!eXcx_0v=P zZ7v6_J=-h4sVOV?xIUL1(p?>|PpknaKX~An#OLl4fA}72gRKx~*+zQibU{9H?n|gT_gghjD;uFKAFO6F#5jlL zN-{v1?IV( zvtETj2ql6nr##m@OMGSEHZ+@>CAnsqE5j);GKs0v5uQ=;P_oQF9QL4gGGG21Dh2{i zM$2KM9f#({5tKi~sD_EfEmGFVAA#fCYjGO(21kP}h(R5z&b9`?Iy4B~&R6AyiFxc~ zt8XJ6|J-G9D)<$fX}BHPW-FD@T3J{+)03+r@&U<=;fXwyY;Jo zUOsybySpCJJXxr-SGT^8`Ft^>-uM(HBOU94|Fugw+|})GnDnvom05PxE^S(+@wX6t zgh@&oNZXCXmVj}AFXxn_&R(N~%tZ0}#Q=>Y;0N$@yI2^o$7qr(==Y6A{B$Ws@=lYP zY-tv_6rFj`_oIIw;SJeg`-1RX6bsR7(#YRH4BuyOd})doAJeF|#P8d=1IwWRzlNfx zdBlDOBosZy7kbEuV7bCzkuT{ihRGOC0e%uso95>pmSk-> zyA?<8FhQb97;mf#X6lSF{M=JMXM0hiS_=H{FLfS-SLrvkY_QpYvUFLPd`l~q$x55MO()3Zq(#lb0p_;0{;IZK_-*w_ zox>4X*C{sN)#({7O1N~|Vz+i@n_Q9$Nie^YV-YABFH#baZ1Nz1zdEwGHydA=IpZqQ z?=#V9{Zh6oZSXL@brxNIx6G#u7TGw_a7r#*V^S+pr~&OJ-cpfedVS8h*AEsU1is@H zdHjR#`%e$ElOI86)X!Nf*n6cCJ7VHuOhCUfl$GB>XQL_2oO>i!y%8M4+X1$k8aIlp zblbReRY$J}tCN(H3g1-^S)781^h9fFmSC0o$$ZFt@_knNjFC_^FZOA}LWjbmwpUVz zuok-m0_h@(@DzFs7tcD{1jJqlnZ!3hcU8-sz3E-URekzxKKi?NZ&j?E&yg-~Oh&}AV#5(ataaJHrnnQ7^= zH3bu&+by>m9;KGzB~QrSo&cuyEn(tcLCGOj;iID%;v=X97vQQ%{gVW_e~{yW-P!OT zJD;cPJ<@9B`;Pu{v~j+BV;85R`cz~`-@;s2b|Y}m^d!+XwysHiHI=7*(9V16uh0Zt zR_&gin-hVbz~eL$jjlfT8jfIIV}=00{rC)7`{t*s`f+9aBEnaCcHKi+JFIDeyMo-# z-zO|I2H;9OL(_+|=X1A*^XU-%V%-{Nsm}KkOB3OgQroVBY!a0iaX ztb5DN>QX^wIkRr-{G;8|bAgsB=$XGyic@fv zh|t)e^;g=?{2zV2-Fb+!sG|IpIAZzJJpIfzF{D?=*83zW?$_`XZ_(mTOCFnsXc8HYP@gc zn+g?d^J#s(9t}t$(OdM1@?4x|`f+!c`-uYc(4UvEmXR-mRKN#(=!30={o-za4B|YP zEa^=r^||>r#Sj^V{`8YmjBJ*=kZTt^nZoZtQx?2F=S<`!o65lpn{O_oOzhh6upJpw z@tP5BA(HaWe|LIS6vNT=-F5Kr+bwnwLRv6{a zfu!MM^ql~=p$n3^u%c&z!zE#FRGc(f4$o1QKcg7RNF$=lhyvlxZQowM*ERV7z%0eu zHV}xHzuV#Q*V7OrEh}*}VZL^t4aEp?-i=G-qx<-r9Osk8{`uPYhqr%7!}|s$NvVsx z7UbWj_K6)Ap<0E*`v*nKwndT!du=4dtV_SX?M=BGEnk?^+bK=w4(cXaiJr0NF8$1|kEh@ND$qpGq4bCS*cGV< zl<*H$KS((Tc=AH;-pze)KS{JgN*%{YK|j|++ufDzBJI{*Ub?R{b?@JlBt$q@+W^Yg zJ}Y_G_Ko)>MQr>h@Y=?bj2Jwzx2q*Q4XG#OeOtNH z#w!sj`o%yzv=SwYt)RPWV);m7A#Uh*Rv>LD6l*EKCNgCvoy7<ZB#v%D*V$E!ww}v~e-uo2`-jRNN zUQOpnU8Y!CS%~Luohm<;$(C8lmvfv+sv!ZWktj!w6`amHG)0!Z+8VcDOV!jcxuC!B zb0O}hPmS!4xWm9-sg5(Zc|S*b>D)}`s`m3TUms5DjHkRN*Daqnpxw#%UFj#~LSyAu z7$#7<2l@>w*t6QS+R#u*jM#T$LxrvI9nGcT{_K?{13<#>5wDy)pQ+^;6H`)`C~!I+F5noJ`P?MkxwyR@Vf=$*Bak&fu^(ogwOB?#C=K_miOsB{sl!?V(zV z3%iFaE`KQ2j<3;lCpTK)?#y5Y_x>h@ks%`Pshh+13EIQvPa8Pp=mJ6Vp@?ky>;ou~ zD&T(Bhc1G0bdc?*=Puh+$u7pnnhhv) zSC`?M+$A(wtcHi`3kx5B=4aP-oJ$(T@qna*feD4<^igijhjBB6{d<#{OZ4i4N`ffM zBX%YOw!Y`f`sI)eS@u%e{rs>Roy;+nt{N3;jwXc5WR2jLr}>Z(+aGmsW{*g%!>-eA z-My`yiKT8g$6ZV^sK04}b9Az0_NhUKSpa ze{y{OxBC9z@CbkOTfpAejT3`0D-=5j*Rd1l8)3>sDf@jge4Mq)Xe4S*(t9>pryW#{ z;41VkVatN+kwe%ZWH{|i)}JA0o5`OUx|MYBRq|D&SYg-+>sK zn8K>!s18C#lA*K`$^frp+}E4Qsx7Jli_bn+yCcni++6`pPdl#QA^usR3CZIue0{&a z4d#C`-y_Z+&8M^ghdA#Ok5ybz;t7}pp|J+PEQ%5!xMx*1qgaf2b}cI`Q!`7UGo43x zCfjr6a`3|xf~vLnGit=4v=v=Ow|DWTTnX(W9wCzJv^+*-2*2Je(!@s*6c2|@GB>Pt zHtsZpOKb?xRS8AhM&90VHW~Ejur)D9u7Xq~%9Xi7u_z!cQ7RxBb`sj3BGiskC z9I6vC9Tq1PMCAQkxiA6-62-$r6`nOmOQapHiVEWA;IaRxk>`c}4$v;UCKr3Xt-H%f zj%BXmw977VrfvOs^a~3h>gMTkVsU%SQ3O$|*PL7NtvNp^kV2On^T3X}Z< zuRv}&4ou>G-?IgOF6esDYm6MG_2ra?__z4ykd3t_cj5%n6mY9~ncVmE)Gwl~{+jBm z2`}kJpQl9h-}L9V|G~87kYD_eHXwc<@XC;-H06u0muRGWzc>uL7Cy@0oaE))*}_H# z^LT*s%}F;Fo0y-?1x%jJ!~P&-p4N|@WGA_8W(}@C%nUO7XnVi#rC-}@)+L(H;9k!H zLswpQ(4w)#w>T2yF;5l-isQ_xvPgf(N!Up`=tOZvfj%mui1)n07*n4(B<5R(TK&JK zm+}%or{zedhnhO0arZ^3{d4yKwW(|o@bdsjXEB~9hR0^v-;nPm362BpbRVI4D@mhZ zoHGJr5TcBWzn_}sCd*3KN&`_D-f_s$eFouFTGFxp2hW@B8xDBsZTn=Dp@jt z;2xC=f+g!GFy=T`|r1!V-UKXhJB&WAM^+BkVWJvrw|=~3lG&a2D4XOZ8-%b&_s zxfednE2x^&YnHG~7DJxeKrA7DP8loY5vH3&4r?KL_8T$@a z#rEAVjx~cgp$Fm;=Su6h6Xkfy?G|ALW2#yLL=x>cb=#p~BUk`t(8XON&)fTpyVh-m zSMf@_b9 zD;`TL{YtwmF7z{{J0cYfc|oW-Us%@s4dvDMhm=4aF9>5KBT42@zEQvPguV#!1bXug zGTuS&N>Q`K&FMB*7t40Q5|ZB{usJ+^_y>PXm0g-A-@68ax*63gZ@O#Mq{6x`>_N@Q zo?@LJs{~#NP8}|Vx=iarQYW`tK|D>B0Wm*w=1MX9G4m0=l8lY`u0V5Ed;+5`J&jFn z4vsAWe;Z37a(beVBUVNevksm{uDrO|Q^|m`}60$`#YBiCw>;-LnMe1b3*l?7wlwk3AR+di)3;Ya4@qJ0}y>s+!HS zcf+msb}p4tcFQJ4b5r6Rirm~bUkwvLM`zrORV0lh3BZ{EIn~oOD%tq>zC0dCXFnhI z%FrogRpa6gb7(>#{p$4K9L3tKzVFz>xsHjEP&B6T2~ zn8}gJLhW4l1dvC$tO?izWQ_eWV}SYE&65CSrTPu{69}bko1I2B)m-z9{Ch`YoG}Js zgsJ#W!oP{v5gCb)=bBP&A)-c!Xr-xfq9}<}aDtH5^yJh&h#w{~1ua4Hj7fA1$n<1^gQ#qupFDYg+4GdztFQQTz2Qbanm^yMcc9 zPdL;oJiHxV?bo~~ImvE$NH>q26*Xe0R`yc2-%&vVGVYngO~n1etJQ$|21Y1 zK_2K55=(Mg?daMjmvo##ah_ZIhDmMs)n_u2l1UM>^JW5 zurx8H$HF|NMV5J4?kF4p<0DV_a{PUDi`5AcN1nE+ArMPRiw~3Jt1xyOH8pzteeDW7 zhnJiQ1eIm5<@2k%uyr~LUJ6{!>#_bj6o7rRK$)CCiq5#j1ihc&bBH-K(M0cvB6d1b zIiU6RCMldTxb;v?o|p2giY9r$MOgMK%qO|_hHZ7aD&h5YKCpMa=S?~h7{#mwWTi`V z(rw*TNfYevK6%a8|ErP`J+Xt@zDPQyU_cpus^Q!#`>w4R^ohehzuSy;L#=D%cl{wv z6xz-%%jfjT6AEBY*G^Y7o-AWB%|ycfekMx4Y^ZtO-RWJx2sD89Ugt<}R5DdQlGK`% z(GuOc7Lbsp;It;(w8dVQzR+i-94+W-YjP38G)9dWj%kdoRjXmpk5tsu`F<4p_EvuN zZx+)6MAYGmcEILZ&gc^%h9n7aJKd}*5W7%CK3=zTTjGRWd78Q6Kcysq{srb?s3><7 z*`d~|pyD4L#`OUxD$oqeFdDxE3!Aw+2tv^NeDPfc=q7%t*26nHcE+}PDMPAlQY!{@ zclp!798FC1X)NBy{(d?Oe0zVwxbUe+ZZdd8zqYrOF1s}>bN%xUE?S&DNd8(|HS6)< z{-J1d*6fDNHCR?GWR7(0^~Te^PP1)gKs6;5?|`HP`2)*rHsvQNLc<;wHidNSS4Lfy zo|*zeeq@Cp?;zs$Hq5QR*VL0ZL&HA)%V9xa z8_@dfhSPOZ`aHrZWbtn3kZdR&VsN~30>^;_i(kr%p&4ggb4O)cj2Vhn+R21|<%=rL zXkTwJt&(GUna^5~t+A^0*J0ru{9{Vd?^Ay7I(}v9_SSG#|HK_UsoDraN(5R;$sQ=Jj>6fWT4nV~i(2hQ+5@E0 zM0$I%s$qByH?2`ChC$RUuD21l!Z7>cM#3yx?0K8%IT?{Xe=$mcKCo2&9aj*@0vQAC zZ%@aa8aLz7=HA74f?hp@=pF@g<)|;+{xdZg8molf|(TE)mPYww@BktQp-ika#B0V^^uPR53o_ov3mRp zXH#K6=u+|x0B?es0w_kzFNe0B7G@gThD7ZA1VuGu-~xgQahPCULBc7mKhneKk$-1X zIgKz1@6`3vN|~x(!~r7PBF{IQeT@!W_cQVNwur$F2*B(4sL|!lXuV+?4gQvbM8W>V zg2Oc;Fxm+j;ku5G{&S~07_j8L{X0K9Kn@@{bWr4lOnogo>_MT%MiL=nrYx!OiGr5< zm4hlfbch$Youn6R9$c&OBm_;a@c7-?>UH<2A<^31)qSQwIw0e-NXw0{>!a62`a=1o z=HBy$%$m%=q(oYZuXjf%wICk@`{FfN*pAZmueIybK$ngp^Ant zd-SnLU((aFoga|ju~dIqI**uhthiUW&$Z22S-*N-d-i6`WMK}<1U9SBDrL)4hYv^e zI|IWDc{P6$^p)9!KKva@h7=YO9InRWujzA|uP5e?m)n!D!m6+EPD`vw7-qhv7nX+Nq z*xg{${=OSpq8eP~2-Csa)~Es#jx)_bM)fMeRZkb*dU$?x9qY<(^jjvBSX&yV+&li< zZVYd)&aWR%n-v5l|HMN+io#HrycQYR3%+O&cCOSwdjdYBfMNYt7by-zRfC;R?`JzS z@U{r-pL5lWi;dKcjq45bQYl3i+Ga^u{MG6`B(WjxOV^FUiuCfwu_&@u>Qm_jpMRk# zKg>ZxsaNva-)0?{jwO43Bm!0{z`BAccjF2*+sl{W?KaO$rkl0%f%3$8>2oz83pz$x zi}^j|JfMKW%jWADXOB7jOPc@)wz31D$+VxKSDb8zqwngoz{b|o#eZeR!8+xwgph~8 zT91J^d+fyPO(4&~4%NivWy+Dt9^9V2x`s!~n$hZLb#qq|4BfsuEN0Lo`u-tw$3x4; zd`Hu612Jh*F{fw4GHJVy27mSAo-zL>jXld;q#xDpc$?3Vx*Z7{LtTqytB!{BTv%8T z_U$6N&x?;BBkNj!6rr9PrLR`rYE?Fh;dA?Pl&qoN6TRw^(h z&qN*iY`l&4$-VCR66W!AIPPU8M>8-wn^^Yej&dHhFwChsUR%6apC)ZoA6H$V=_#+h z0n6oxs*6rSKFl!W_*9|@kgjyV)#M7nkXzM=Z%ydg=DNHxjE?l}WYt^~OfOmY@hbX% z?9!A_KRm%2QOK$j_-TWw9Owhh0FjIDN1mUYN-q|UatfiDbU#1HeZ9>1Fg5XhP|e0p zDA`r(E>>?KQ;ADv8}JT*z(Ig4LE(xYySYLlL)^&-7x7Q;`$<==Cvtl^L>AQA?)n|x z5-PVfE-n}UUIeMhPz29ISPzj z_pz0ZrRd^)GIH6^OvM`vOM>Ry6C43L*T7hgvVFA(|Lz~o19Vcw3PjA7q&XFOTUy&= z?pMliUtbnOV1|ni=Acb{2RQg&Z>0=k zkNFXjiOHC?KI{u2-rwHd%voDnpWhDXvb~)~hUCo@P~y_G1NC3eeuQ;-JGe83`aIx4 z94v>ai!i~*7;;D3Zadfhft4uG(m_;|?4i>7{E6u+cRlqLxpD39U}}JzF7i7IGIMn2OY>OiCfFcXGpxOrmYkY(I zGMpwz{b`j0nDc^S#K)$?{G1v#;@wyeV%Bc-2x?l$Edutl)aEDqb+mtBcRB2;h7YLt z@*=P3f5|{fTcRiUN@ba4qFdrv8ix|6M%$yt$QOPsr4&XRAzq_m6lLZmZ{6ApTw5Be z)ZnU>O@Z3=OD_Na?odM^9>YIJxtyDf5Ay6$IDM;77*DlrqzI@WrZ06+M5?l>x}$)Q z)<7M{O1ol2xxYtC=Rw6@t}QUQlVJYyjV^l^@I&5n2-O&IGAyPfWNfJUh|ao7YktN= zKu1et1B9Fcg6|f@mtt3OTwa6^sXy}uPh1TrJ+Jq|6*}{#%0?}7EoO97^saZLhu4kg zsu%ywO^*q4>tqs*#*@w3FWO7pir&LKey`PWH@!Lz_kXjMMcn_k1PbV7d3d^bf1eHZ z-wn%#MV7%AOehiapqNG2j4Z^w-|F5;WpvvTj^7BSz@rjV^|v+QM1HP_k`69 z>Cgt3nBrtXyFnrKrRu<4n8{=8Cn$wBqr@Ymil@}ei5GFlmyhP^i!}GVQ}YFwTqh25 zvIzk0Y(#>Z*H$zhce{d5_#4aijQc01{bT?l$sPj)b=zO}6*E^NId{!uya%abq@vMC zF=;8x6pnPHl@eGa*iPaso|EDHe(M}f;Cy2d9Eu20%v6MaM@PxKVBj9h6gkl>iunIN zftBd43A3Hvkmdh`1)-^aYNIZIAldxp)eyjq59`+RCFT3yKleCW)S#x5R2jHWr=NE| ztw9Qy`w0OKd}I`@f4C>5>jt6C-fi~GAE!q+CTl`4lQcq+Bm4=`X&#!o40jAm5*Tzp zA=^05=j%rH$F@iWJ~`1vvGQhBz~qG{!drd zuL061s?IXiM4`2t|51>~*Y2ZZ=3thr%oGc_#LjkQ$E}LagmG$Vd2zkIy_>wtPS3`U z>|Tkz)-v%4a%+K{x+0SZ9BL-sNBkS96*=?(IYb+LjO`I+k(jtkhmANi+YIjyy~41v zutKq3r@DwdV>m}I&aYbYxA^nL;ZPiep?MFdRNvAMU!G z_21t{Um5Xq^w{o4*9VGm{T?TPY0ULv;^mnXXcPzv4zIbb?9$A94RpgPtC6%EQNlo<9Gg-+c(DhPjzOpQO=eg8(qiV zJZ#$}`lqBZSu3f0Go;>AOD@tBlj!TG0^I}&a~pGe0dvm+_vdzQ$SOEjqI_#qpfnQG z896AA9gW_3ZSgZ$k=p`h0n*+E$Xbcn0kjDF0Y;@X!s-U;WGW&MmccNl@Uw`wZ@erw zZ~Nu)pcpBC5E-`ClJ*pn4_wY9KN6ji)lOZhDM#g?klr_mU>6;;UsGh~_U9tJUKdxl zV=K^bXx7{E@rI-~+O8!Noiy^Ufa3j9sMh z@5Qw((ligd8BeR_*}t4R3;JL0*_{^|VM=8u4sYj`J3Z91QKiQhf6}6LC5Td}3s%Mo zVpmebd2uQI6cf!5jrQ6>N*q*+`{)W4d$_9{yo?%;1iTyX$%jAC&s;52B!lu>ce?iW z9g>x#6{kV>-f?)DztX&tw_tHj_A&TaFoxOgj-YU4I*-T{4nf~@*%*nDqOVb94ps^CY!=-A;!~OrO$>baB7r=3df&mTl`&E_zg~Or) zXRL6W4410MS|Y$WN31$!TeIWTY{xUxlars5^jOfXp6_dkk$Q4ji6uwix5q>Xs8(@m z`BwSSfbS{LP3Q$Y_;emUqH~Z5ago;oA66TCq)LYpjThd4x2tRDAQ6E z^p0YkDHo)WXm1-AeW8|iC@dQ%t8`O+UZ(XyHdRq>%cxNI{pv+AQ0b6$w+9v7_9~6x z#H(=H@#I}>!^~3>BNXdB1PGCATNZPlx)V_55XC7Z<6@ZPVlxC-d%ROWtS4}KhaN8+nG#A&t(;771SpWSSN7AP)@MXNSwM)<0l6ue$r$aDQ?-W=}2idlpfo=G-UtwF$R zZlCs%KYzEeBINgb`w6r=FiOV!fZ;Uqn^#X&OXjX-sKxg+&atVw$@pS<$ZA@5w+Y7M z@-dE@4<@{}tuHHEe=<|QYdDVL%+8K9y0p0boqh8q<9eHYaDHW0|G&!H5&~Jck905G zQ8Wk@;DKRHEj8 zr{mq*JxvrYQakdCE%$=O&CHvM5#KoRN0bZ~^H!Nn*CP5J^KCGZsjIqO1G%oKBeW@W zdRJuI4^m(`<;0Z$Uv^Y6bg441bgMzB)#QsV;F@>sjeN?GDoM_;nEIh=v6^ksQL& z1>l^)LSK!Zu&{dtF{&-}k$-f}gbuX~@DT3$`q2aEyx65p$*DNViI=epZiVt;%kakE z_9ol1&bplZj<+D+3jN*A*8dtBUJP|ikYD(SY^0X(7#BAjtdmymegQLv9|s+#vNWjiiLC0v+@-%Q3}GYAnSbH*Uih| zzN=XhS-)sM+iy)Ei%Pd=Rn+5H$I)7>jMCLy(Id#DTUE{=6=A+sAFPUUAB-gAfy$Is z5u^?WSc2_AWLbwRcXdnBUR`A#CffU^ZXce|KdG%Je&z6z)plMb)7Jt^e0+DVjT}G^ z?bzx{{t>u-h_Gl!eFftuKLgM&jTGAOie z74m8*VSMAquAkq-P^%fNkk z0ZahCx_@eD)g{u2s};ejX!*SjiSRcMj)}bE>m~8RCEI46dd~fn#E%m@!w~I_sS#B8 zW*3AY0@QV$nyJKMz2^Grj_D@A{CluhJi+5QxdM&}QW@p)P+9%-nY~+A{du8O7@m;( zX3K4MB|6fy*V1B^5Wwl;0L}&h?Qws`XX#vY^HzQ78iw2mLlTLbt_R+%y zOTf47l^b1|n=ac%wqRmCjuTFT=b4en~ernPS%MG zPHyvo;RtMVx z1^ad^dPA*9O9VB=SifNw@>lMQtL#L5tSD|rS37rHZsf3?4{riy%`c;Y93@gr!GPS$%LEs;avUz5ph%-fx0i?xV&?I~xte~&5yD}Ln z3gIu&p6oRJQ&e91)rGYPw-6utk^mi_$yDCK=n`1X3_GPR;mfD1_`NcvDlhv!0Ao|R zxA)vmm5q-n_|3=Y+f><6w5u&tqUyr{Hs;9Huoz)`bWLqP_H4e2za@pVl`unFn}= z!D27*^*rEg^KF+}Y_@ke3PSg*E`=P+<4Li%12We*ti$7c{54qM;eH$9-FNPFuw>V~ zUC8&KbMF{B1R5LOtGjgWGQfCB3|WNNeAd1o|;I!|xFKS(Im&MiJZ=7fLVw-)d4-P-uu836TQI3>a1s}C9q@KLC z8}O%wE5d0?(=>(9joihcTjnQMCQWP-i?pmRfM}Ryed8J;(-sSMKfQwz{T`Qc{@0u; z@V{XOEDQtzMD_gLk@p2foLH%dz0pyQ!#RYbpu=MT&MbPi&%4Q@DXf1a&P!6olfXLQvQeO z$tw3=CdzGYsF2Vah^(IP57ou|A{O7P_pv$wriPT{ghwC00htTtA}`R-&=Ba4o`?9h ztNG0V(TkGZ6|xKEO3bV|{sR^Ji3#@w@W0#U*lD+e&YaeoCV+0Rb9Z20Y6~cM zGty z60(EtiWUASi@N3ijPPMVe99^&*6i;o4>NvwiL~ z&+pxkPE?ldN#2Gm0F zl+fv)O0HWdHNY>@@6!dOg}(&)h!TkkR$y@CpqIVSQ~o=yo}S0swx!Zq;-1ofr5Z&Cj7ic^~C%fe{=q+mw39}SieW!@03W3 zDCnry0aDb4I4`uYT$}pzq#2l1&&j!3!S26M76PRxWI8UY!afK&P+d3>qG>J}6h~hc zV-fip%~Z(cK0g~KfJ8TQIC(xP1MaJokt?i=NGD-C(?NbyU#8?js1d#rCjJ1HT+npj zQ+LqcueTO_jus5BZdoaBsi7V8`EaNL`{o%VrHbWwnB7!<7g_ea0LJUPu=o0nNrruC zC&p6RYil|iHsz>l@_ujHW1fC>_{yjO?kF6G@_`QWgZ)GSWV=HduWWj@cK>$oPIPtH zeR4H6R`+Ra)CnEaX~D_Fl_^7?&AW1}VkxMw-rTvvzosO1{MM2L(`A)BB;sC^P!&#N&mKz?=xt9?0O;bz) z%O<6Ozk^-ejyFO)ff#gxxYBBXHLNxB(mimfckkO*Eo%-kDKI>(y z3+@M}%KwN9yz%byOZ!PiF#`|O07N#zz@liV+uHzZ;f+v`}fT{5co%PJ6d&rPZ#_g&`deeVq3Sr@m*=lh^j_>y8FS`5qaR%-%wd#AI6edx>{RA}aN9wkY=1n%4Q%gzy>P|0lcOOZ)rHY|z@zJMqY z>1|ehn;mq@=xi}nw%N5wlH!DfokR%kK%f>m^1(gQ)MM*{=fa;KrjEtz{|Wsl`Q{pg zJ?o{n+imdYyXmhB3Erkpq#H@TfLCoM_^m{UUZc=|O7aRWZL{~rcb9)(g(;b+o#j#y zU+&LwDV!)$)RN81DJ*A{$IcQN&Mw+H-3iK2HXU)k8cFQQ)OQB99w&xi121e!30r~C=5)FRBjw-k-bP*JvmtL&XBjY7Os#@X#iS zQ#H*#K0dpjgPAKmvcBY5ev6Z*Cb3SHrQ``wFWac$ggw?H0!&zzmnIS)k3q&zAjfBaCf?DaVq0XMsOq>|{Xj^MZog%v z3IW`Loew5mJJG+$_wJky6)XA_IQJKT-8wUA-_35)nN+s7J-JO(1P!TYwwzh5)nvN8 zsAdEdW+>#MT5vwo+ETYr*ECGG-p!xFC?b1+MOyXE^78Sr$JkbfvOH~giQZE1cY z#TNd7<;|n4UlV)`Dz&F>*oI%iAK@p-Am;pqAy9jeRkEx^x*@%x56ORhxY+w1u1fT| zz6FNEs>^syz3a7lTdu9x9#56OZy&I-=o7Rr(Oby2RA#A1=i^*k*_(2Ar~f7YO`MR1 znJ3x0N!z#ZNMKY>F|;}qstgVlx@EA7w~xfz)aKjO8W_UIQlvb2qA}iu?v?;c8>Kej=GOjJ{75{Oc(@V{ z1txolGB3+xbv5U0<8GWfKrlsbme%A_!)6lOp z!kVw>0$;tAU8Z+{ZJ$~@M3@?*lYkK325$2M33zbbTf7B8^BsT zjc03|;96oue!-rwizwNp4D+)m&75s8;0+u?Xz=fy+>!R*oxE@w8!d#ZanK=p^n#4X zN-X4lvpEGnl_|o50)}A8mPiv37Afqksv>RmMlfo1IvuS8W|PdnD;}>PPwBNfA(E>` z6#rCLH^#YOu!VK&&Pi4hjgW&(Jjeo|v0W~j4wdeIVE1GhoTX9NcgBGFdRJo!1bFAI zjDW=eO*{Eep_N$8xgLbn`Q?js|IkL86{wP;hhhb+=?IFjSLlESa^(Q=92PkUR>2V7 z(rAw0X7edhi1osP!X`<=P{F8xeQ~n`wgiH=T`X+Grja0v3!{M8SuCe7j+nHq^_@o5^X6N2ogO#y;^388GNUFL4|^Bym>yi(`C3N9@e_!V~{<0OH5)Y{?P- z<9nwTSn!wAzcc^e#K#5X|7em$IC#!P?Zl+&?S4_c4A?!zWg4OAdI$CzVZhk_{;ozH zc{nl1{Zf0eEmjXsXYOYFJsWOIf-o4s{pauX>CnQy%{w0O)Xtob20GANopvWsPeYGc zx0+qAx>mPZOV?0oA6>>6bwWlitoGY5Nj5&t)8P(3Cb|C~x6;M78SkB2#E#d@gb4cY ztA(@(+Tx^vyc{_uW3KuB&lSeqwgHGG9ZUWfXLYp_u#uyTnvn$XJnC%PP)7US*T`aM zsClC9C`zoHW&9%JZ2jd2AE~q^qk|=oN=N9tjH4N`MA5*B;?9B-NE}uKxIa?&+b6I& z_M@TQHo+oF|DE)T^0DS8erCIg)|IUfGrA**>rN~+X&-u}HFVLGodL9UeGJ6i08-=t$|yX(5phCPE;!mV91Om>jbS)BM$Z`sP!jz)@P7CK55Kje}O3WM`M;0FOM$ z#;Ws~Rk?FNl%tCxz(P#0AjoY!-!dU42VjEm_`Y@E2KmC5b z@FCb|cMR$k;X4bVf#Zqp6$gKbd^k)XQUSXfUOkX^i?O-P9_4Mlse4wHw?7!9-*HI0eWksfmDh4j)bWg*31JNH5HvGl*Ou&olnB=6EngY#qCA>EwR$bc7Grc+?b2Jn(7= zS=c`fxRT)jwBk4p^K+>S5_B1%s)Ubll1SoIB4nm+>bNZX0#A<$1-gTJG`ig^Tt zQ&Sl^E2#vLz4Ud1xuy4q>W7lq<+@3$EGRHVoevWG<$Ms&e3zmp?B@~`_NeGPm*9)j zN$J?qGa7xeKJ`Cb3%3ameAk*;)@83jXxQ^2MZ;qp*K7_FS+U z`Z70V$DBmL3`|2vYBJgK+>7n4C(rEb9xlsJ9S?5)R;3LXHF{Qwjcw|(x;ozadhr#~ zBvH{hDm;x_0pxc>Eby1*HdXY9)-J)jjyQ4>MN^=D1|1HEd{OdyK5cz)L3sFnKHr*s zv;lhs*iEz;z;n*PJ28{aE}XXJJIdy_Y2Ja|YQl&^*JITC8T5SoJ3FO=hG88If~rFYQ+fe zbb7Yy1nk7%U*F9#ec(|8zhov#?xdy#uc~_=VC@7ajYO-MpvAzm7Gjm)p-~+f&P5~2 z3QQ28z?U0ik$GW>zNE$Iaz$CHE$?59mba^>LtQy+2OJ(|8Y_4eKzTuTWB6k0lTs>4 z5QG^QU1&A4lk0RingJBkjf9*Yq>J{@iUL950wF&!X?K%^{O1;uq>U80FS2v_5igZH zF}%$ilCTFNT1=u^2Nv~p<#5sy;bh|8_}t%@o({iVk@S{EcZEViBiqe{9#V;@wDBUc zd%GRF-yV#09#wm{W|UXLk=D;o6A~I+nqqHjug?fG~b8~pBO4<*HIJsVa<0sNb z15Km09Woo@873>^Ujh4w5z71s30@DStD~bXxmyu6XePI3Bt{`~iPQGeqMS~W()-8> z7-ed{^5gtyW8UVmF>XW(_`w^*>WW1hApo*vjk~*f@`x@e$VYGsW?O*zS2cRMh^Exv z&7GHd-7^4NSzGn~q>oA9`+jj$>7m>?WO+VCl80#|R<$4}!82yzYh#Usy({eaCjJzx zDq)zBtK|+u2~YFuHTA6*9(OZ}!r|TXmtdobSwGEknSF~}?R6$Jnohe*HLmucmn{4! zg76Nk^?h0R5!$QgZO4S!iDH@1GA((GI=T{=g@j>+C^DJkmsBPPB>i`PvFX?FcIr<~du0qkG z(@j{G3zai!xNCu@)5_Ym*V7>_5BQbFG>^1?qk@`!MY5qM_HgX?{Um97R&*+yL|`H# zj{G+$mz=YaBXFEFL`&7ymNJ zy1l)R$IWIn|KB*bVI;;G7D5huuBI)4RimJ-X^cMT%Z&nz>8Wgfhd)(afeUDFmg_!@ z#y|1d^pThxAea)Q^d<1m8!j+AY#aueTk*#bt;Bfp90Y5%=H#MiK6&+g84h;b8?xM- zUYT_REQMJcaIbUA2^XKlIxTUX#3zf@*e!JlU7r%A)TQSh zVtx9nFA^Vj&|o%4ZKb+Bt})pCc)AVdt@&5p->r*K1~9t%>xNqABfL5NdefV(hbtvs zKm^2874bcJF5PJgwhG2do&1BK0fwkeZf6EIA36A|%ZKu~)Ho?%pf#T2UxjYI+%6cj znA)^azn<=BVVqC=`iw{qcb=uP39$Mh= z=1phB!%E|*d%10Sf{q7nNK!}=*VOjs01OMBNGa-7OEQ-%dz88wjw7+cO&XOh3X&;` zT~7*MlsPGf!U!N&_jC|(#Og)jF~NeiwPcUGiT=Z3*=U8F?IRkDZ^`XQ-TJT)_`IiE zqJ3>&(;^4#{Z8=SBoxj7i~67{)0pP$TixnRg*pto0%p45&B3eOn4!pxc0C*|y?oHZf2^+1BYVZ+y4PjdrBh7nxSbNd3`o;U&^d#K2F{?MBi#c*V%sI>1<10!FTk^ioNm#DZp>g{F zeqVey_;tPX&qHsc@_&HVED^z%*~EB%qaVp4B9Ki_5pnS}Q1#J|ouL-G$SDRh%H#O0hfwYaW@ z*iT07W9c#vDQm1fg8sE*Kc;Wjn%la~i+=84&zG&p*OLP$Lj=3l179dE$m+cRTM+ghCV5#dAu%@R=SZW4AwkGM=4>U1Z7YJZuWJe64(|12{*Tn;YtUA zBb_4|2$SG!xd|on;Zy3OQnCQT^zQqm!-4C6N9~Y*V!z+ceE#4`{zXOfb*xId5io>s zqxLs6jR}`CjFZ4&FDai%gtp6O@wXhg7u=FwyE|)Dv(;=-MU!2V#g>WF?a{Qy&Dprz z%j4CfJj)G9qPaO@oO^V8bzi;qMAFIbZ=N=3Qf42~m^7|OSCbOvo2lAdm*#1MZnsVI zKF$q~S_G1&%(Xh@v-c^ooU^0c%1!c#fR4;}h27%K;{DN{-J@u}C23#$6gKhQyC0YWS{yXVW3?fp2S3l>O%RY>%$n)oKyk2ZM_{Aa-Ycw)v zd|0%x2t~$*5x}CjvDvVeH9YOWvnmd=MLYTW-b|0k@9sU|`TK9aoAozP#Pp}vz8ZqA z?b}XGkw{o2D3suU*g-fLM0zU;a%s!ErQ@Eg5QE`%zwu@Nb_*nU)*|rX$U=X)AABu_ zf2r4Cr8h1{V1wN{-*HbV2Q;Yw+l;s(8>VgvYFIfeZ)iGtM^)Qmnk44?{VgoJ=D0bJ z>43Czq|z`b^AIilv#tey!?fEpI)jM64Q#F%FOj>#isHCKvzDtC9%?_@AFl(knvoFo zI}<~Pp5Oq^K#o>vcpj$@*9rY}DE7bx0(UXTbZ94CkzFxASOC+n&*bMQE2P+`GH=>1 z3?s@f-(Bjs1zRSCr*1z+r~a*K8t2{Q4bgtU#P>MZAA>78=%|y2`K%%^^tC~%7Q@lb zKmIznMlH|M;F^T*2Qbt@XWL{5eHu>$*1oC~5Bmm@ieLSxQ@aQ^PDddB>&SWM*W-}w zmXd=2T3=L|Nd9k?>0!U3!v454nBGUEUp>AKUCI`ZT|1qPP;$4owR@(P-syctU~Bus zIH5PGr&GHx_wyBf#}YbVt~%>O73i_{;Yu>L`5$-ej^QN4cXx&{?dx=3I?w*r)#m?l zzV1bb!K2j^J*MLnhd2E*V6i@g!?Nj90=Ki@BnVI5$$i5gbiSe^o9gMv!Bz;p2640AS4F0zW*G-xXL31aocB zch+>)c*HGPv)Z$Z&XadYeuR=%`$b`dnT9}*rwxahg!d&f9UmxxgXPuciNWlpo|KZH znLu$>K|fq!m|@;)=3( z9@e(q;liS~vebCX`DPpgb2Rg(-xMu1TNt#3Pt7A!-n;~D&byVEFm7G$F`>r{OtIG)uR017Mm=Rc^*|B1 z4EZF)DF$o$$@A-hL>E9*dFibujGhuNZ6^5Ik^qcmY+)ey^ID8Q33i z**yB$%-qiG02TtFB()?Qki5Aqkaf!pTgGo(vu&L-<|zha&DH-9n)xu|wq~o*Re1jO zWht>nYPwpkd5S0(H~ZE<>+vQleUtK{(DSU*X;1dOL44JQc-+ft=kM1&mn()SCN2X$ zuN(kuK)r!r{HP&oBq6S#vWR(lj%6r(I%8Rf+VkG!@D<LsrpITHiKw0EL0`~i z5P-qgDAzYNp=qY{p%g%n=i}QlkLKTqjWJyv_63w2C(&1R)cyF-4a3{^zcxA*gm>2W zulpflss>r_lD{3;15l6Q&)_$hGB_oK)Eb(RQ*j{fJ~$+v0@$~cuc2}^C79G|w;m22 zn^Rfs1r!cq@BX)4)Zl^rs4wStnmw@aGZGvy^zwWhX%+eiqC1?S;XQvbuu!{398nNt zf6+;2V$Afk#ON#bAxcjrGl7I#z&e3yAu}B6j!~-4JH^Y(3GzzVmHQnaY?s z{%dcpat;0E7Oj@>u)K0z9Ft$!MTb1S8cliQP{3m#pb`wru@}=l!#Edjsl3#3z>3kt{BI zYTBnuLq6V7)jhFl3Zrg!-;202;VGlQhbb^{9uqT0OznFwi%|2(<`oj0JGfz+GtkJL zh3++5YVhx3730n5r-nOMAp|NCCnOC{64R+sC1cokH9~ z=c$Rz;g09>FOd_VYcs`$(i4n#S}q^o8&5%A!x_UrPrDZU){a}hUPXJDG z^3S*82_bu&+q=xK#Q(L&t^c>jeFgNx#PzG>3f}K8GQc8spgo0*Q~U~rMx?8wCOThi zL&N?qo+sYW6O?jI8$@gKqtxfKcg&a(dhOST@{X&m^ElPGvtT?F8#VAAHx{m+q!7oC zHA*ATCH1m2HJ|${EwT2eRk_W02r@}^QXDH$%n!B7E2@#U=cpF0h&LSk86+;j0uPqW zhof_xr889WCrTi)M!t%GFJK>gljx++oS+j;9Kz5nzL+h&D1}e?v@IgGL^Q6?BNZgC z@MQzv;dtjFgh=>ozv@Q8yix%q{TQVPZh<>J%rvV0;t7v0`?59pI97tnfS*TlvWa3l zh^wf()wSl;^efB@{QLrBDXC~ODUeZj*s5=BYFk`ewYjirGCV%Gx?eW(ps05N1R4Pt zewEw}UPi+TFcz0XEZMi*>D_&Je%KK_;IHRRr( zq_z~Xq_R}%mXAE zF~TmVde3Mo?BF!6`s=xDas7IzymoXwzHmefrzZ0v`Hq`42fVnDX1C^6Q{O*S;qNJ# zrAVD*XN89~TJ>ULHzHam9MPi`06&_SL$^bPFyM0YvQeiyFT;-c`tnQu)kOfFjqAT# z-lOAxuQ|-;3Lt8(aDe^%lXA2y0V}Cq%XinoYv$pvBOe1ok!#UeQ0O(9nacq%$CMr4 z;Pd7TGIMP@c7k^ZQUiKmC=1Tz78(~mLr=p{Mac;Ouy2V!5N7`^(3SO-a|4-6kkgpw z>+=={n%t!rDe20v$M~(!&79W(0Gj(703{BYIL!JY0hbhv*A-r747BYm*?qq&Dp!Uw6);D5I= zTSv{GCS3}TGH;N_9v}-4Skg}L2Xu!&Eom9np&2HSs`G|)dDIKAo;riV6 zNm>a*@DwFAC<9A5CW^zAgYojZqa~{mco9)7)*-;@mbP{$etbCIc_l=r-aq{s+@JO} zJsxcT=5_|fsO-lDs(UcyFh~>KLTIQx+3@Pt3HRlCk1|MXA;ddRyJ|+Ox+gon7A+Jh zKIr=Hn62|1oYa=UsIo2a>9wdFF$=L~ql>zyii`K5!ek($$Kc)hEZrJ+GAASRb%0CM zbr@6#%>hYv_1kXp1Md6@Bak%&`oIT&Ei}H8`s*9K>)4mC`>R(tf1Cw*xDCi!+5aiJ zD7JZa-}kkgz34cZqtY$&uQrm@2*&$sHN-uVDjIxFv^Cz$mOM~pDCF5Io3!N88)ZK= zu#6}QHWxMkG`&=giZ z+beCFY}!A{iMoyNdI=(h1ONaKGm-O218&Nr#iEFxq=HDt*PPQ3IFr6|uxGDst$|cW zI28jyL|PG2GkW`BoPW=i@YN8KXr$B#Eg%+DfpVfA?Jdy-uVanJBr5fO#~~bJwAmYX zSLZu`1+eT``c3zUHwZ{!9^xl*?bJq2LGm04df<{kInUcH zY$0+mJdM}fHix?=(6EDrUO`s0(mRHvV^@WjQWNw5tf&`giJS0e* z1!4RfC~7$Lh{GWae>#kmyaWBie_s2hFl6ekd+>(tih+Rka~UG7NBsHWmSw)*U$0w> zZZTj`r6ksD>QricR{Rzu#A0JhWX>nFQ4SC5&sBzhzZOZj@;zvFDLFd-PRKk_*Xm_b zs6L;uu@4Vb7U`8BZoD3=k127ENpUYSU`?9bBen56K252WM}v>Hi;mA~+qGLiPRHal ze*jj37@p_K_E|9}vi^Cbatb_3?PLjQ^t5hD*q_I~ass0TwDXgDIzWR#gCZ_hUc!{# zW^*wS!dh>4NUzk7J^kmeM0jaVFzW%b+mFtL2=%+VdgsmPF6amQ*nBGg^ztQZr*qyw-H)!KvSZ? zZJ4`yPp#>8$I}>H+0(Se!Tx7$YlVh^SwY8B0<_^vBmbvTnMUX;rbkde?i39g4t$aL zWNv?8N2o}^%@g3js`_N}wQ9N0=I+xxtNM3|Yf>6Uk?^>0RyqWIp$Zv|(mF5KlfBoa zC%&*F%zv!vH5WLjB;Kl@)?FrDt~|EHT;5`QUaoHbShMD86K@an@prggqp*lZdwUv` zDLs6nm_|3#7yz^oPrpQStb~GaFhtcEWMTVDVzK**`rpSl)AxY=Vi<9*Mh=GM#fpb^ zt>>k?s?+77Pa%$8H#hfXk18B`>aGLGh*B*Lt6oR%j@G2zwfA3EZ$6blZqs%!<-*9n zx9R2ef0)>1KzIjMNAV%}V2nL_EgFSQd(LndmYGAPC(cH2(XFB`bwgHNo?rxu<=0T^ zY7fTwPKRnI8Ax2tB>!h_SkH9IvnLw7eD%WX2{l>}!a2t!S74;1YvTk&`sAbIvC6$^ zDcW%jh&4j=9Qd`OWNRoZF33F;7ZgqqawoN);i=an&W1ifi+m31IRE*984Al;QbAtj zcmxxkNZuPZJxR%T?z_BaI+sE~OY}^82C1|~n-UqOA`;t^SS$`1WsE1aSQQEOaTfpC*S+TMVI)A z-22TchOL0U_L8^1V!Ek`LRS zU6hbbs79h)nOlX-Yxjb_(2Stt5$cZOSXwRUksM4=7_Rj%m+fG=^9Ulaa1uhU6iR}% zWQ*6|68Za-d+i}g@^bzRx-SSM*UxOb>5(g~L7>pj6Y;_^GsfbWKy>_i zSkV~54#SD2YC^%1FwZ$eGmufF|B%qL!09A`F2m4?U{N&=g_7P1 zOhu4BfCM=Fm9CXTHTpIkN*mPH+pP;RfS#xs4=14Q2hyQR^v;DHkr2BZ>IdK0*fU>h zcI*B9QMmDPviAzn;gD^3m~A(2`=5=AVkG9SF}&8_(c`EitGDa<2ABrHEJpKCt?1j=n&e{%RNUI8Y%6$FmX!N z5&3dPbpQaU#(rx0-7v;tJ zZdzX+WX?#n64LoyZuWzn|0x((lE^SD?vpmkuF2T_pvjmS6m0%=2;%qE%}iI*MbZ(M zwKnZ&Oc@+Bk|iFp+hF=CaxyhjIv3UN%_`-t_ruYQzY>6;X3?vY?;er9STyuf33rq z7+7#G&o6WM{_59I80CvMD&X;BVPaE_>n2s3;0)=>CtL=Vk&edOjq@UL6RU9jxnU!c?uWGj+eeQ}hp(?M z=}!cO2)h4!-XJF2FpXUBZy=)Uec$!j@N|3*VgMfS^YW-%AJHjZ%^&9FZ8tsJsLU<-)G6!8KBzovGHsLXsfdzyqc&G-{;pvBe z&%qu`JRUsKKn?uE#N&Un1n`syzIzcQ&q396S3pOv!Zh#lEUg^)Af~`&O%w)55`nut zWFf>Kl7_*S(i0wbpXwA{j?TIgcG_m}5d)Nnz&%;$G?|13x|;h~?XgCL?cKD`UZD`8 zH9YxV-Rnp$5z8klMmms6D1(;#m24_;+t-77Xfmgu5CJDE^+T{oLxITT-c1*z_N)X$WLE^}IQwFlY>C z>9i7uQ`C1-IlSZr1*xR_r0en-fxc4kh%ym69;dp>jPz1PunaIUUN;0clXbOx5q;ar z8?oB8f8EKqMv-iLJ2E6U&Zq$Im^3-kAh^D-w>6pC+)yFuh(5-vspdU2s4#Ma%>drM zN7z$9OYf?akL*+2;v;|8vTYh1`934H5(V6&8V7x5%qlId!uYQ{XD)Zzr~Tv6R9xo# z6Omh+m&MyjuNzury@l^Vq2TY!!O87xm&6DiAR=6DT}y=Pyc`j0ychqYMA8miASB%6 zPyT`YAKybUUKCGBo{oY{U6NKl9MOR{yXd?=R>chyk0Rg{Q3QE~r-p%76v zwkqgwHckaxzk8ZwRSo>z1884XQTb&2>&)hCUMfFJh%vA!kg}yfN#eU~LpF88K#;)R zEk9~@ua*z#5t(&d$#1Pu=9j1BamLCE$o^=4FCu_%yXLB{c#RnGX6ZS?(!on=UPYA>rci?pH^dzr!-V>%(+~g z0%gWBL)jLyoBJPh{9GM8TP458O%G@z>W^{P)dPJd?5SCY(}~$~MW&|4jjf68;>Kko z$wRaseMdPyHO1FNAuraeWtxB)A%dQ8}z`jf^+ihbInT6$egb~@h|Kq$z^}`p3c~kN>5SCJ}sD2N9 zUnt__vp|8?Yr0K9%U_0odN1c4m+iHXTtvCH&d0kxm@ZvNY`H$0y5a%mVc?Ol`?(r` zp+=jzGo@Fy6P|`c1{WSaFjkNZmcKyItN4651j^0^@`e7gI^C%%RZRD$&w@Sg?`9Mw zlnf%4t@XkVPY5-YXAc21?MME>qO$D)0s15M%2&)&F_qMlRaqO6fI_#Ebq;LM3P!@j z`;K5^>u-4mOw=he(pilh@`MdesSNtD&4-fh!&lD}Y~v*CKa|vBJaIOvuNFX>OL(}V z*mf88WQOylo28Hlp-+83xXmK03^0;|ycIZdM$L^)e_*Vq*X%l`%qLm4m?cprA#vxd zYtK)napin=?p3o7I+w&Qas#G>-95gs`ePlI{Nh1Le4O?NO(${w~|0kw>ul-+Q z+SkSZa&3jcZvJr3onoS40p%)}Y3^x#ET=YMPCt*nY*tKkw|g!7HEdaBQDi6 z>uP4aS-GU}-ggKG`EjR%;W4m&!u!(jh%9!c9iSBkx>_rsDG?|*((RA17-CSN3a#z* z7Db(8pG<}oQZ}D0Ro|k~E8GE$`vNM2&HieiJpVE9M-I{J`Ha=CwKvbkOjl%fSq|~xbkLra_Yw=2j#ud0m#(x(tV|~;_0E` zrj1m-BXrq3rdaHZwMWnIFIPIz7<=a}3-EO{hMjFkrxQy{WO}y~O~$KrhE!N{tTPh5 zKz23XJu!O$Q`Su1y=Ri;8YAv8Iv*>1BoixzX9fqdpu5xV?rdE# z!8*YnIp!!Xd|rYIPIdy7!0d^0#bR_+Fx!_D6JIP<_Cm&lmZ?n<{_;#sNzXE`vQ|L> zYW_blv6C#CELKwVGD@pHiE88Gtb$a{6ek<^t2Es9uU^G0trxyq9bQS@0bu_Z{hy%; zsk{mBOB{)K0ig-4+Cv${nb9J4L-f8rLz5rgb1dZ1G)!6D&vEk$obAVh1SoP%{Cq=4 z9X$mc_e#O1>O{!sb9?C1+<|KFIl@oF7ZJ}1wbv%F@$00}LXm_5qx8!~YkNhv)UY9*C(f-%6 z1nfq>Hv1L9njB|S)y4VGM!fcH)k)-;3#Et=L8#=idEZ4T&zz5L8YUb1m+(FC82vrncW7_{E`|V`$TwMplsa)*VS^2#~V} z(Yv5i{Rq5|W=%4P$)n??*|&g=cay&qe-egj0Gx2^PO97=w>BFdC+*#yEzgGauKXWr z44-*eiF%mfj=C9l_$Ri(PmdwZn3uz_LpIK}rineb1D9Nm|XUA8vojne5;YL}$)}ACggE-37K?+&` zMJ-zOo{;>^Fa{kK>_p33?i*w7mD5g-Z2nI0Ql9S1l<*ZCtxd12BjLAC^MVbXop0k) z>D{j0wf3fys^T#5Z;cb-qj+raVY^@HS)WCmI>v*y7_Cn5>QUG`fG`v+IYit{`Pj3v7d%S?BQJbH?>Ej6n~vH4FtI@@%-952tI zN5O~^GhutD^&X;}lm531s8Ksqp4i!e`k4ZWL~5g-dbCWt7>=kV%IeMNLX^F4pRT~4 zve_}sbw2CqkFKH)&8^w~XU?(}i!cOxh=tIXCU{CAjQzQ2uo=LCfD*OqVD^Rke~H=G z5({Gl$iaa+hXAvO7=hWvd$ZI9@H+(rk{vkJMvB7bG9^)5hzh~FcC0oYX(C~{~IWf9{b*>pf8oQC!+{zm`T`RuVF}7XnI!|k3(%LQEwTp;a(p+5)%?68~z@u1+zg{1ab7n_3A zzB1No?Z#U6lt3{~Vnuj+sU@7Dm&`5Zo*K?|nqftO{Lf~rUjABkRsi>Uu?FJVa&TeL zn{~b{QGe`Y95W8Ga;)jPuXcbI=iAEGkjvQVI7s5a_d(2xKGpI_G zp~lUZT!yMo9XdB&C?AJGagqPZmpdg-fh^kDxk+$TvST;pTMe`JwjS`}u(!`sXxt)z z71LQ!Iy)!1+WzCRvF5FobxLx={!1jwN9Ux>uiC`asCw)~m{2T83m+MYW>7OGz`^jS z8%30a!~+6>i4!aeEnYW=z0pCh=f@3nV)VSZJGfBIJeg!ivH2~1#q6JzxhUZ$c_B6PjUk9jkW&!A z@^W|>1MhEghq_s&Y|Q9ClJk=7Oywk_kgU+pnlC1@p5oWbOGGPklM{Q}u(H$kT712H zu|3+h^)H~G6_g)?mJ=JWIMGvEFET?PNw5E@%3>&Wn331z<1LStop#e*Ybm6a_G96_ zhBHn9-hf2EV4iNLr)inmFn2=iZAEYMBQQJ$u<=2Q__ z(Y?Pw>1ae4ELU?kS*l{-u@j!yEO=x3ZNuUH(Bbg?h=n#Ub5J2gz|Rbp1}-YWT9W55 zi9*@iGlCM_VV!poME|+Mc!C~^^_WRYKt#y9F&}^DQCy65`oeE2Db~5N0fgOydePS{ z@RQ!M7lu2`ScyTTJ=sVGX@o9FE}tGkw2#a=CeG|!&zIH9S^rGy`C!0ROjNoJF;7(4 z-t6x~grn;W_C}m_eR5$eOCKeBqkiz5VCD&VO1MY_TqqA4T>Dcg{G8b3a_PDP=sZ%% z%h2iR%!FGurOJx31s$PgBC>>{GDG zh`ah*H!hlG-0+_XdYwn8f?`$UjKsYBbe0Q%hoEdaV}QA!=fj9Lt!~!Eq&x8G`S95% z+b5oX*yU|loV|BWn_6LJKpirDMBugMum8r#ETB#FbYm=2vSY1qGMA_URp2~J5S?^m ziW`SCsVZ|4$DRNY6p#oPzT@A&mrH+Igq%t8Fp?L|j&o}jPafx8f0Dv|Q@#5*?&Zi< z^}t8_-fzjngz1Kf{yk_!RavA7BKnyz+b%rOCLX8Kk*|1lQvRGs*;f~3x<%Ys+-};q zzLlIqb;9)-82omU|9;YN%|1S%arhHzBqIy4e--Z2$?kCHSXn`#rMShYD6w;4Ah87x zi07ltwL_o=oW&)d$GC0w-0bXheD1ZxFTrA$2eS3y5Gq0N1=S8dOnSc&v3ADLiDTxM z{fc0*nvpMhoT3*T+#0#|=LCeeX{%uyk zt^}^Cv-pk6J05*CL4Roh*Cq^>%PZ@?)g)DJp*5M)BIyoOd$1 zTTgc2Rv{GOz`#UfXiip^+L<)XHmPh0#(0RovW!RJLO}?{0t3WeBjVI>(ehUM=4mnc zq9dgH$~~BjAWY$o%>*GF2NxsUEafDUfaxrZwAl`0Pb?Pf^Q&(n-bMaOz#!;@&Xkww zQT3;mG-f{WZ%-h0s-6FUCw8E1`X|K6Q~~Z{J7<&q{;x?`^_zDs^l`z#1|&nex;q>U zqmJ3fnHkk<=yZ)eK!_f zMPn>Z8sC18iZx?9a@W(c*yB&jOIiypvf9QZh`89su97{IWRZ*|AVJz8I+d;1KT6j3 za@7M8&u;%8!v{G!sR+~vJfX$aFkGA*#-08g3ovmY_65VB8MQi_2f;FBZ#GY8$mD9| ze9AY=O5oDdscEyg;??1{xoN_+JxQz=BmY@o{iV#bNAL5U>15sfRX4GK)gDm{FB!M~ zL>PpFi$wHBkeZy?xFj-Sei$`1I57_#q4s!x>Adp8d@lt^(3%VG55y!BVNDzyYJ=31 zxy+C`8CMBbK`9!FBi zn4dWAd&)Gk1EmA`YXcE{sJ!8xZmbQS95qB)Q{czGQdZlBoZtLm?A>GRY;zX>L3L6; zMB7dK5jkE}zxFZ6=Myn(J;2OcnuZXym*NNcxe@JrZDU(o>)LlWD#=0?qxqgB&aD#3 zJedO*b))CG^bYw+{ks%SmoSI5#;EXqD=5`q3pk8c<@9^vU(EJ0Y{>pkUKdTvkddhE zx<0*`J;=8e^{{q1flbD2Arj6`Ej35E#i2fvLGF*~?T$edJLLf}xEQ$@5m|j^(}IOnnQgeZ(xL$oI|J(uM00U0+ZUbHq|Ix^{RA`1${H6GF~X6a#Y+%G<*{ z{@Sg8`;C4Vc45cWhW0$a!%R!O2Q^r%k_9cT@-N{hR(R7A%pv9t8l+6sM8mQU6^*F} zva=iW8}qfJ=kxP8Y!!Nq zH?xa50s{>V6ci!uWHID$dSzrM0|W1q(ikSc`J+Jsqy2BSZn+{}H>Jt!L9rno7Z&kp z%52PDe{8sXf&)wG1UbpH5r_6%Moxtc5rqx2=11aImI3l(7(AV`JkM2qF9s%+|Oc|d3 zm@hNP{zhT+wlJfajbRtO`~yJ?~|A(*!q!{INb}b(c}bb8(T}R8;wW7BmW4 zuB|Eh#~@H(u~VyuV6n3;6OAvpwthVohZ<2X#<0++jRWU@zo<1{VFX020cp`Pw~qci z8p#R?Yh?4*w=-%(BJ%NY@j!W5jj(tuRQAZM@$3oV>eJjJ88^v{`{QrpH#Ft#vxJu6 zsPdR&Q6I}%%*C!mOP)fnvbA=xx9u`KeX%XEc|j`Zzu!{_`x18^k`W9NhlM1JTzYh$ zuY%&B3QDE((&b?(%P9CZ8JO9W#c2u*d^kD4mM0h z!VgjsA@|J@A|t~tyCb_lC4GOIi$_p^xFGY`Ecy&w*F zRTUgF@$Xo4et{(mPT!4M=xFN0xp>4P?0oq(!{u+a$9{Wi|Mwk+s#0Z#Z=6X^B?ZSwz0@D zN;{7CON&QjVzmw;TRN>ibfFmcSL9m;_E*biGTMfuxll3agRrY}a|gW3NBS;P)_3bC zUtV99FTnJt-v76;(_e!dm>%$yj?pL5{(I#mcl#-qqG>|xDOrrD3Sm0!)7n$<(EBv_ zNi5*d(*H0Bk-P=+FO?gAta6oegCDlv*D1^?-X6Qbejm=0=oHx?)zFYW53%Rt;_e&f z?i+%DYXXW-r+ar(J>94TtUR;nnEqa}rJYt*iED=FnAnUli?;&Wg_87e<|Y301VIxx zmiXBt6*b(iv4^olE}a`46D%r@&Lh(57P4b0Z=m;zH?LsNaOTOE_D2%Bz=1$L82Rr4 zVp)Ayw8VLYT}3`a#aYqA1V+Le;Lyw0!Y5(Os}$&mnOz6)gM$=v^?V*8hRYNZoZx^` z8W;Oit9nWtjGc!ppe+=e%67H{4c-zE84gW_#pI~O?T8$a;YtOA0>{=@kuS739m9Qn z@m736X0#1`g}i|Q^GcBo)_Yapy?4PrQs{;x?|>O zTTuoCrYhtE=D58noFH@EHK&0nv-DliuMl>mAzxfA__ulK9~3WUazzz z23!2}?BQ*dF8o%vdYbne_~l|?J>iB#h{uy;aKcx%gE<%< zdL?pm*u9q2!0QN@t4bDNQ)CVHkNwO?tqot0^Eyu%uj?@ddW9_36h}r&Hk$vyoIva8 z9t!X^g^!;TbOV?Hcm>&R^MyWg4NmfJS1q~4fHqvFt%Dn{y20=9pJ%pTd;%byVO~>7 z8?t9pdi-JD4oT{&BG&_$0ib>g-c!?4%bjiJnl6~B&Rbya+w;?+=(o1-cPL?>I&f3U zf6!9~uNl56AuWFqiI|sGd7GBXvNx#pT;JoS&>uL7){!O^wc z?_EO*&}S~BoC7K(Em|?zH;v{lN}LyhqC3U!_Ab|BC!KrO+j01EL}&8lm#*hLI%fS2 zuGe10lG9^&S}boeWhkBZE>c(G0RcWYN9pPvH_^~Z9$Cup4{j{ESzc$2pp~N8$#5_>fbqq!ZPw7Evi67x(vdGF?R@zz{6vl5 zNau7x#N=Z6u9^5M5kNisSVK{O7#b2Lvxx?|NMMxHSxB`DjM=Q1`m^=hZxWExc>u|g zJ8u^MNp2z6P%Y>;=n>EmVE+Sp(!h<`lzqZE(UonuV7PGK-V#71DR%qwmVct~%j24M zggVt9KbQN53g?j|LPF7qwR(%_XRp2FT<7;Lneg#jK5T@FTi`iO$v_O6Nw;U+-a!4w0@N$@{{`o}t>_W= zmPp1py)Fi~P4*6<&kTnfFKq#ycfC0f9|R&t_lIX#xxm4IbkF-E{2?hwpA_c^J>>Nq z+9_ayqP`b(13vi*Q{7)8jDVp01V`UR=9QCS13-H1G z`Nc%1$<`OIsu*X`Th4}9CON>-Q|;8p@v0?Vqutm3$BR=^u$0jL43Q``e+@T0Mc80W zASq>z$lu>u&vEC+EMFlvJKYT|mP(>lE)!3~w~jQo?>3S+aF-lmq9vxy$Ua(3nWQ~6 z(i{DpWrd`@(BohwJ#hFKfdU#@FWoHbaBFaJZ~()>?&6$}S;PJ=**yV|REv20(>6+) zt|@%4G@p9k8!3cj8qt)=6LQBzJna1Yh3Tdd9^Cf>?RDO*Nw#)dbnhcyj>nJpbkuR( zXg0;8E#xAdLs!Zid0JvG7IqCnL^FHp2QxUcO4Xqcs4=D1{^iNrW#jhz4y8<4D>+|brwwd=4p?Vc4b zR3*{rF`CHbL5FFTx69}?p1|}Wnv33ehO^=y$6}2g)qjHGj>ZCIscu}mw!5Bmq3reh z@dI6F(y#KP&MN{BBuOWDay83a@pBVqg?~Wmfo~7F*E1IN->G^;ZOp@aKxVi# zeexHaK!zAE@Ny_p3&4#WisSxH>8T4bB^!^DuZvIedf&lQ6Ibz#zBoOfO-64q^PgWf zvp;kyhd=^CF+ljcf(+&pGb0~{kP<=jAy%bdNGkGhmiT1CVOrA-kdZbMeUER;+l0}1 zlD9X)osZZe!kWU?B%9ba``p%Yc(|YOcR4;Cvhm{}JnJBN2AlA^uJ?Px5M&K@vv_(e z;p9SMm4LD3t=sjl-{$UH7KDTAR0bj~wO;;(&q%mFi0GHVvNNs@q~`OS3eUsk{7t1* z*2GyXbwLpZKY;v(bh;K~sthw8g=K|Sdj5|-{W$&ViUie+nwfB{+Amz0bkhg(6CpSf zJ?8;hU@=DxRdf?ljNQ}v<-quWMO~8{fGxR^?vAy{e&J}*Lip7ESYS#xe$5cfz4Dv0 ziBdWG=%T0cmk3D1sIAOH7xD~x)v5yjTPK}&g;lNq!xsU3GCxp&wO0WGukQW6u&LxdA=A6Mtk4#r{^dB zh!F`5TyE{?e#pKQaSEV|5X)(Lc6!*ljCdZY^22sIu#fBG*9tzMd0!O4AxaXHkmM^R zf^;imhO_hSEk23;d*F7gYP|#uQ3s=znV@|>Uy^-`I_xekLQhN z-1e~U;_FnF$H%km_y=kv;2c{n%Q^bZMsRJfZL2>#oyFwU_F9MBP9Di}NGa@Tz0`Ae zFPW#TGT#&d_!uMINUt?uu!S^RS7+{${hcH6zVvj1wkq9aJo9a5_*gtQV$sc^k5umZ z%n+=3{71CfHhR272PYF3^IHae611*P{c{Im5sgwQ$5Ss`ucX*xP6#7$uDPY<#D)#DP`t1!L=WzIeb ztJWIJHP@2}?jEZ0Ad>ZsBKDHR-J0m0op~Ciff`t7sYwmgSEED?@TgVAgSA-IP#phw z(zpl5`(gDHGfhTXxgB2`JTHQ8&gr6Ah|4&N>Pak=iOVZ%M7_6%hgqJ_sR8fSfB2a{ zC^L5yX1ualZq9ZvscWNsClvL3*#yO|6PXY)#H&N&ip+T@k{RpKP4_)JC2Ojfv=;dYgNaELHb1%sBqY1I!S!wzlDUecJrXd>c0T_r0A@?vA{%@1bs zAK4bXXGRYJj>ze+#SK$6WWL&sBneOc`a;5PnZ}IH4fm;*4pD00V(blK(EDBn78Si!rE!X0`&m?fFqCTkc!fERdAf8& z}y<qfjrf~zJJv`hA|=+d1*36J;|nK>Z@+on6h6TI$hXTdf!{0zPu zFgA(}4iRz_CdxuvFDWXw+;p_9{+7m0#ZzpzSZ(BG>*W*7o@1&Exej5~uH1PuSh|Zc#ASo5Z|IYK(q^lQ(>-~*zWt3#?|hk=YpZIyJQMkTuKmMP z(9_r2w(>zcZO*oQt zG3G;{2ifl3KAPwOHU={;!q*4g<)8&r)5SX`t!Zt zYtfvwoXM7_yMLC)PYiMIKddLW`3mR~JGy7OkY*k8S~}R5sjmvVn;1TJUrrE; zvEiFB8i9j{1(DVhx;?1>v^Y+-#;yoGVfUBxa?ONU(dNF#E?#8pH!v(AGehCF#9Z|C zgB~Az$kwj*Rt{LHa6l=9n9FR65-pdvF?PQo06 z2t)Tb#tv1k?^Xbl?dzwM<5JKAs5p6z^3xO@^d|3hmbCq0JDSG!!a0Shwt3`{M;>vl zJW4Al2tG#SqX3MQ@jHH~qF!%z-(F}M+(;7+6UK?@lTrLVmvf<${}BkJy@XxyaCi!B zO|hcGOccEdn###R0IjW*5kN5!55J5~Jbf_-Kj3D9$xmfs9l({9$RaiDH8rD2Q! z;w(XxsSBUTsk>C|i@P_`NarY4JsuxJbT3yF>Lm-}FuK3*Rdc#Kjl^<501<`jz;{Y^ zvk+poXqshZb*GN;w(-OY2FXx!Wj^M9T$!{BkM+78;rI_-=(gq8C2vix#6U)kA(2h| zm^(;;5pEX7@0raP`5D3H>I>Lat~LBW|1R%hvj~3|Zkt-Eyqoh+XwH21*8NG^_i3(K z;Ll*!qPn4&1Qc|ty&{3^>)?9Yk$fNbAyyuGHOk|8W=B`mRe#-f(Dlb}{#=(IpcT4= zHW`t81^+X;jig4Rbs=8WgZ&ZT1C-Zcsi;p2uLPS~vjbEs)&4WJ@*$4&()Q3q2bg&8 zy}9SYt;VNy543w&^W2aq;>hEexjl!zbkR_L+-*O|=;?x_L-|Jnt~6fX(>sef^HC7_ z`m&)IX9|`>wXV8ed0UUG+qN0S54z$SWlVWlni>&A&=8^mE3eFEymUWi=T&P2{mY_r6_U12wlxHfACcNm+oy(8~^S{8IZd~U9;{qSbxkb<1jOW z6X`>iyc!kttK;FvCV-1lV~$F;zMyxaARrAUlzP}ij10#@LAfWZ9R4Yr3+|12Ihyu5jPpTctdJWPsC;jtIkSvVk|eVa;I$(k!2*9BHYkcPlvtd+<#SkY+w+ zW@4koVEhRS2=Qjq=a<{(|NSOItDGAJbo-1_a8gt|%%9)}!@SNfyoA1=zldN1hCim% z;kT3?`Ka0#*daZ!a%C_-aefw15oe2v*cIkFKbzmLoD7j=DZ7*jr2#-40NA<#ij zN+`!7sT#a+AY@`0I&oHJpyN07NFg&*tg=ZZ#i# z$j^R>CaF~iGRRJDj#}~JXz1605CK4;9o}+d|L8oBp_%liPP}k(1jd#bbkXn-P?Ci` z!QXnzr=#i80hu`b_;{Lw3_bxc7{$CtO;l%0i-%ehoS!X}6gEPgG>*?}TA9uP7De_* zEhMJ6FOL9egnV=UQvcy9#DFarX?R&_RR=%AA}LS+xSOc7N}ls+Y$#+uKit()Uw4a1 zA+(Uuntl_%@Rzi|lbT_goBo%&#Sc7)Dk#)a=W?Tne#PD^X)By8m%plkM7ozYMi+qm zLUn(BAhVzU?6oIlhnctM<6q0)EAayE8>&1L_DYJ=cBM@sbcS!eb>Ly%LgW+ueOPTN z2|58fuEPRK0$WKb#rd;Y#1luW-7YuZsO_t%11h^emUEqj2KqEh@y{kbMbk;0fv!E1 zY4(5X0wAFl(nqAB5BLxF3~3OW*S>)7Z|#V2&#b5gp9Qm_{(@I(Jdmtpu{SP5&ruTl zpfdD7(u1_|h2&*e2nb(`)fJ4U@I>94pECFm!4soiQ*+V5eojT2L8^jmw{Nx-Xv^ej z=4y+D@j#4-!=*zfY&&MeWbqNSk#1Xx(+vKhnHTZ{xPZvgoKhQ%*ZHu*-5@oHd6XCC z!K@Si&w|A{r14OBM|B}T+8ySl9Y4+nXRjiAR}O&sO$In! zDab`1v1}Yu4CY;7wsJUTprkbEWJouX-qIICTyCuNP;sZQpTYK`%BG2ITA2j0M;z*% zRdN#uRVhL8CHnOaTg%8#Xd(mxYFB2%tSUZo^?EK4!WjxcCK$3dyvFYl%`L<#K%l46S+zBVM-&84cU7Pr z!JXGGu08>n*br=~$gmB-;}x>`N-V18h)#z)XSI3KWTkYG*2p<1D~^`nK;S`UAxdl^ zB0!Q_ZDUmiT_8Q?N*T?EAZ{0cdIDB|82*ca))cr{9uJIqXR&UA4gK;!()FM~oxcf% zim^G}MA)2LWjuQZy=e!k?n6hv#ro(765o`l<_CL`; zC(b4$p%0He`~bC%R9Zr-DMDOl2)nf99^NlV{ltg!$15%8Gaj`45)M(Qh> zCf+O0w#f!>RD{&)juiLsBUT4g{}Fr3M=~95ecSvXUK$=PBqG>bnoiAU9F0AI2%F9l z3B;sS#LPn*DQVGIji<);r|7)}bu~W^0@=IB@T5sv&bQ*Cbknu(c_!ITF2}O!EWgGJ z4liU~pV3PCsQ5cczTMim-w2T6W$ZZ|CvqlWTIRIg0mq&dsM(iBss$=0y$4zP?tn34 z2Q^}|6m$a#V1__`A%rQ64ti-3Stnw@d}51mfqYJ-j!;u8)|eQK*Ks!9_3iqj=R61N z`b6w``DM-Eu^Zw)8zPwU3(;uxL1^?cS_D7oG2b)W1mAusIxeWEC-X$0sRg>bCc6XO(j?-cZFXKHf`6+|2 zvo+EiOHwrfo!-VI^=qnWoQcHsTzF0*bnDww?ffAEMO%5MDRAaCwUy&@H+5da#X;ld zt{di1>?KJ`$Wp(V!withYb7Vuvci({TP&3IhXjCi*)9oDThlBGh#gqA%C-QDbKMN;v{*qCd;-;;c%rO(A=bcTe(a4IMe%a5Ol)RN>B zKaV6aKazZh;1c+ygdTDU)$%>n|1}SvQ5hcUO$_qyrdGAUvu z7il4sVm}0H+h%{|f_~R6_!s-N$-;*CqZ5W)QzN@BDY`C;KKs4gE?zrLh#o)|p-(2! zzfn?GLT1C^c@1;W0KxsjBxyz7` z*Cj3jf92L9unMduyE$V<+e1A%sWS$Qey7nsyhPlci?smmhu6%sPuF^T3bQ@u#wfrX@4P67WmL0?R|g@~AN5Oy|sWpq0u<#~As!iTEX zc(7VXe=7g#1*_ptFsBq-*bKA8S#Pu34YE0F>mk#Zf!Z2jdM|f5AG&Pk1J|_pK9HgU ztGYFYe=(<5a^TI!tBvULoHe4ULig!I1(O_DXf-au+tZ#in7T^QB5f?P&CL5EtKG!D z^N`|05)I<4MTlTgKTzveOp-AAB^y0SsxqrH{1iiwjUux=xQOKR74(AHis{mkBkaEp zD-^3Eq5NBq-+_NR$;?p1&=!BT?r-|s>G|imb(uGkPzb9X=nFIOzPcRAjX_|AQ9oRV zm(P5l*MpFQUzz{bCHwC4=euDgJw+Y_kUjXGMsS~^Nz z&nbQ0vz&tw=`>h({s&?kpx1Q&qjZ$p#5L23dzeCByzO|$PLc>Fq<}}(#AV0(p53qs zXYB6MI`ioZ;oR6>l^FYh8@6mQ%;M=#q27^GD6xv?Q%}&LsTo*W$9Cdu=4{lgB^m6y z;df6Z;o)Z1a5(@X5mvJwxzI}z&`n8n4-)|el~$;lB0X6TSt>0cSaw2RpEt3jd}6=d z_3siQLlpHEf6fjl0_=xE@hp_VhU!7FSj`Hpoa|{Sv`IYV4aG+VzcM0n(@a0b`Soz) z%j(@l`{8lhM-SOMp=?b#?{1n1iIP~NAaz{yVrJ{{pC#cjvai^>G9hVzljzZhlP-r8 zW=BncXxx96(0IhYf3hZU+8pg0MM2@U9Ny&=c;IX1@3T-$7<0qE(wi}-SNoKi!WvEQ zRC1g#e8ghgbboH!`4gy*ox-4M;Rs7y4BZ;>d9m~iI<5bgsPaV&3@Y+dBvdEty+{g>oMw=d^t&c zT_#eOX}p+vLDQg%wR3-x(652=!5d4fOL9bdH?06QgTzH^+d5|(7M(EEahK1Lo!zH@20I@{^s<>>2G7SPcldG(G0400;W z&=c$|4^V?;OCFp_dQPqYn=QccAScP_03%0Pr!tvWhoAsq`=!mAPD$whcTZM;Rj#c4 z>?inYvGY0xecgaQZ_d2-NIjs!66QOrBWV0de^8y!&;B%Q`N;G7&*Hs=BtO6XW=0iy zfeWpLy$GTrOyU{hM$}=-)0}P@)SXGA z!fr+6L`2rD)q!g(7~;by>J^a>!I`G5w}n+MzTZULLtEf~FC7yowwR?kOB08{Rc9YW#lo#@@4~H{ zu5^E;d_{J@MY-@1Y~I|awXk~GqfjKa_ALH$mM#&S)M*60>5-tQA3{Hk!&yz?h!`d< z(XqBP;(Y8sMZ?ArjQ(I_!xfY5{|IYOCn;e<5~zjHN8JSKIx`O0I#L z=U=BY+Y7d0$r~^4smq8&$q07M^u2T1|>{}F$%{}FVGy#wZScPaj`7PhAz{UCRMdQk+uokBQQEH+O(h73Y zJwxof!70P64nyrzu7;HCNUsdAX9X=1E9XC^I!=vp zR1fFP#cs*kQQroapS+XOeVmsmEui9BpE!u}AXIPL{1bvQVH0ISzc;Iwb(hFjvu3!T zd$AS5PfkTgIltc?oaL^L8&Gar6pm3#SY(Q*nY#{HWzUvjmN|=i!l;`OsWD`Zu%GGz z){7;`>x!jg_)el|3ku;dDn+npn2e8>a>kPOJ7@NmlsY(kK1> z^H_ytIb*T~@xUZ(W4~%{hpvz82=0}U{rbyKqBw(@y61|amhXp?Y_}zrTi6)pT-&H{ zMI);==F%QlZ|E;8+js$!wxjD#N4xl>j!glKg9yKBiJ)n;KB8uC0ry^TBDYZ8E-$%S zJ!cQhfJ;7n^V$hPqLbR67u1~*o6cF1XnfAx66ox7dwkfF+d0+109!tEUi!UY&KwlS z-$LnyPBu)-r)85bYr;a+>SBblcDW9i@-Pq}fgPd_529u+-mFV@I3(FAy>GM9|8 ze13kO6@j9@m5Ocu?U7a>Vs-A~8=1$d44mVY&oz3?E=I&9$0ft*+}7N@ z=S*v=;^7}cZtCTO=NLCjkB`2<^}>}@j;}pDWXS;}eJ-ZU*1c^vdhT)*e8{p?Nmz{2 z!cG$FoQQorFJAJ3m)!qxKreg+{WlA^iiGs)o2n6K!^ITIleb(=G8Nxk>HQb(Cr~0>}=83BHr`+3QaY3BXT}F?6}{dY0sfc1LGI zFU^t>2;QoKEmEG&ZGYGNYsp$p_Tcu9W$`vYuZT}?-nCOiv>6VUSe?pv#6?Hq#mI9F zd8k2Giz2wP&iT7wt%8DsG8hF72|H1a?SbvhigL0fKasTF?9U_JE8r80zH6JSc2k2} z&3B{F`(xK&LB2%i|IF_0nxrRw?t7}e2wg9|<#2(`Z;qw4y(zvm(ep4;h z=W@1vd+TqrF-g*ds#1UKH#&2`KFE|eN>iiZGhgg6pt~pPJwHNSqDH#$gy0)Q2q-43 z?wV*-idfC0OO-NU;gcUSkA|vUMM;vp&_Getb;D6;Se&cfpkYwhT9`!$nrFLf1o!Ky z0zK&Gd+AFsGg-cdvc5>}1t+iAsH9OaexQ^@@gfb;R$`qJiWOil>s{{Lf*pq3SW@V< zhv`*!>Y5}{uJAj+%Cv(%zT>%GCZ?6BY28Y4d8FSP zjSDb+3~kVg*g@t-#@X~)^jN$beJy}V2o`gc;+KHLE8b7wSPByw;LFw79_>2B@^xXj zs+~@#kfji7Qqa~3dK06`+mCgyyvi3V|l{#rKoi#m0dg}H^66_L9 zi;%iNE|sw)+PP->oBEjzgv0n;6dw8E58-k*3#3cdK`Hv2bbUP^P+A4q7#ip(Dur_i z5k+OYZG!Q;YAsR|)adl09~!tqHQ;(MeeXBC!H4*o zE7t4d$&eykcF#SYtNah!A}Fw})l7hHrQg4{Rxs;SnE)c}K}Oa! z+C0-7XtXut!tQ15a!x=6qnD7W;o+&Z1|mPXC9*~T1TB?8!kN*q5V+@-M%)c8a$BjC z?D6&z_lFeLqE$fZddok}<4L81c@Y4dHZU!JL{=Ew_e1)AZ-83>*qWbVg7ca4!IhL4PwniBsuy}<7F_-^A+ncpx#rQ)u+tZ9*i9F}rT{b7B zN?;l?yC;*pue5KlG|eBqU2cZSl+Ak%5v(rXtE@M1;;al1x=!3#z721Z|~{iPq-xrWyh+qAqeTq$BvzdgH82O{?aqJcLw3q>XDNIRerb1QkBV{;BR@| zH^=8G&Jy3uGIh8}{PwGObbr(0J}qaUAcyv;$DMCqDnG=KS9VO$z2Gnh>VFR02yy(T z??V{K9B~OYRca_|ZzLai=_t-h55J-S)4h+iJ*Qi8O%W- zk+!Oqw=Ubd@=d)?Q|mALm!Q>3Y4C9iv-N_TTYvpY2x;;C&JU@R_!Spv6EVKwt5 zY|-TVZ;Q`Ty*W7(2k%HE+_exyx`3}73^j~-X_m&Ta{`g@YCdM4u>{Axu6M@;_%9xI zcl5&o(P8%~JM^;p|7pAR-TucAZnF0LmljOc-?gb>ib?&kkfEL%0ZDL3=gNj3uDk~o z<%e?$eOErayQJ#8h@TGw607L?JC|R6t8dXT1@kqIsH-zvI?&jC`K4u)v1#b;DxhTF zE3MHoQ$l4kBdKX!5N+eWxxQlB&tQi0~aJ~XB zs&}A38UX`O`@%tncp_@GB-6WZ^je@~+=K<*RRhJ1-6z3rVGnAE?7y7(ldqN9IMvOS z`SJ7#yt-BYpzBBLBx7Q6Mi+XX4LeK|aSkt$%lRmLug*8>2+GJbH(I7j6Ev^=}N3Pdj&^S<- zMtn}vE$?_XVb}YQcGg#Un+!Ua$k^&$&zx0vb%B?+Tcxhfu9wrpMU;hJl@IrX(7rFI z|K0`v&k={K2@GG9}st%y`D zM60hfE;WRZl(H0sjD&nL5Nj}%czmChj`}p^KK3=dPlYufk65dOnf!Qp5KhCx4L=?z zq9c0QB*NS1gSEiSX>0VztS3NVfjc1rSe!ixoKckdbif3{RU~3>4PBZp`$L)mNy)qB zd5cpdSg1a?LQ~wj56ZgDyW_ZDUgKZ#fBdWr6yrle-`^Fkjc(ss!#)stnN;w`y<50% zlnn!KPjMq|lKdGrnnH%c>UcI*iN;Cw8AkTMq>mQm%QgdG6fqnX)2GPqd+7;FJK#*+ zZVQvbVHb=WhWs&7?+Yr)_>`XJjQMseucPziKS*JVk?ZiGM6n>t_asyEEyr& z60nu)b~JS(a+=(o-`+@SV1U1GBq2vC9xvIarjP5P>E$Zj-)d#NK*<@O7{B%D{~!=ud&+q*R^76ndAELSa}^IRyP|0z|MVZk1H(M=!`)brHdw(Hr3>;S z`+11LR`VvgMdL@QrPy#y<#bzpeB+7U;46%NhJI!^#__q+I<~Zm8SfQ|R^UW`wv5-+ z%!TS0>7h|d0d3Nf!btH)99Uxi z9t#XDa*FDQaeF6Z+qDTy1}tLLOe4P^=0cp!f4X}Y_-it6L|uFsSoO0voV z2glCR)k;6b8`y&5d)n<+l(=O=D@=)@m}#$>ImHJpRc)-|AVI`p z#qIR^?RGT7QPY0axZ(&rDoHn$9_-O{A|6DC`AeizpLOoEV`9oL@JF}dGh&7>88M7`gN$}{WH4Gcdic05> z>3cUn3zZw=>9v4UofAwfkOm6d#E$KrHFSM$LY@X|o!28INRe$#t77TRMdl64cKPB4 ze|N zGVrJ0Egx__^l5&-vUBj$=6vjqa3|z$)bq6S_>QZot94JOk14H=t^k=3^9dXW$-D~~ z_2d-R!ovs+L#QbXLJC1eSFT|$j~pbZwi&!p9#cFTVdKp$GX5@nFMDv2{$Vnv&Q*~l zWVHLOw8uVh)TqfV_t4Gw)Gha~7u)P!x(T-cPH+&jrR;B8!uMZFcg!^xK0qwqFw+YV z+ZG^w&@e-*e+O?B>r=(&k}+V(H=35p<|Aj2mLQ*m$+?(ytpD0Xxl(U!KmAB}V8ZV^ zTvfA{X+*tC-5h>Tg<;USvWf0kI8j$)qz-5K3vZerG=1o8Q9s-0m#BmbuSh~QxZpBHWg{p?xks zJtDQc#6F+bXR^nG_Hh0G@=j*_Fl?klTG{bt7!B$38^pKxb4#r$t35c)+hoX^Qykxm zK!FS$_!zC6YUCZwTH;v>>C92DuXWGQrcSOjSjH0m?yXV!wW%`_rRBXYuR4 z;atmjjj`2t&c{VX@se&21+#Zb?Y(xu9 zgyc*NP#uK8D&T7IEM?W037uqN7l*n@W+)uk$$P;-5JX189{1<=W=K|0Uy=4YTjIAE zh;e1midjuOLpEI`k?I$>l=aC{9bzN$E}(e}r43TxHmyLyW!%1m4M%(|^w1N{GO>aO zOf)w#m(^GdPv^ZbG-@dyLI+6(>qsv^#0nGx;mmH2Xqb+SEgu8&+oUr)maaZ3dbJR##wGxj z@FUEZ%?JIlaQ5HC01dl;Qagfhe{3h%QnJ<3g=yBTI%Y7h{wN0*#ZaQfAfm}=+#nT8 z>YAbY6@!!rnWzheZBGyX$nYwMM|v+rV{&R2J8CRzd~S+Zk`|`?SV&50M;p2IXed3* zc{2c()wA>p??yl>3QWv?5~X;7nU|@WON zRk>5d#cgvl3`&W&mnmW{et#@qmmujLo#qU|O2K8pnnR&O$n#)0o?u!nnXj~5!L(en zdJjzr3UsyU%=`j~8TtsouP`U`f*Os6@GNFPrvUKI{#>F_|5;--lL%xI*tOtXT zg{Ae}1DS1q2@gfa5wy&I)SxF6js&?he<#+&@_es{-`MH?^zoR_d~0_S z%*`B=sD+L=nTNQMfyUDjir9x*P1>=2v)9^seP|XhyBya@!l}3UVVTKR*@H!YAWZl2 zyzF-4oLu)m?`${ADD0IzR#Yl+SKh)VFYk7q_ut(#OmKijMW+09phc+YdoxL=hA;t_ zc&kXJUr;@qYN_J+2Kd8M=iN6N3QH4eu@{F03NV0_oN9)G-w=)!xhqKG(=@gJKw$C* ztw1=nl0ZK=Ju&JRSP(#^-QLvA=`u3b9n#@^J1e!G zi*++g!1JLQuuR}jU;Ns{Yshn0Pm)^TM|#RUYYmo;5VV;B+!*YLR|Lc(x|Hs28D6~` zt>D;j^G}<_{q@e(w#_;7ZkaLR88~+rZ-65-CDKtOT%>~$*Mc!Z58pk;^ZCQ2^o#QO-PUbOjn~b65kMW14z{d zbzFqyOC$sN&9Zmug!|*rbgqmpq?sVcl2(JuISjL^(UnL=BZ46sr*v)?`<$lHSlhf`YPq&p`Pi9Z4lL`SeVQEaYgWIokO?>_X1f_{2B(PsD; ziq%5$~PywC>9mXi*U!Q8At?Nqh67LW-i@hKF_f}D8GO86AI=s2QhQDNAio&e? ztM3|brydHB;C|rINB3M1C)`95Lc_}NOc9EU$rwq?WlK}=5Y75x;KqWJy^#1XF#qxc zuZCHw!k7=b_V7)sS%GyLL8jd35yhAbdG4=mt=B^g@w=KcKMY8PVqFQT;|Pq~Ezpr6 z%q+TZb=7jS1uMD!Ww@$5H-4ws6UbhY(e~5hm z)oF#BEA3_+Y;IWPdhf%cla79h5JG~x4G;pvOdfhkf&*SecmGhYGRs(oJm50nE^}u7 z%#mg|jST8yE?+1qv{7&lUcvu#!P9MrIYPtGQ45rOy7jDwH8OAtiPB=>KIw zqvjHXBQlv<;mvCcCfHT$_9s3r%fF|ATKj&1N>u(QS@xeX$M@4ecW^Bn+9|q{Ll_hd1K0Qd;7T~01+5sWNZ09J~k%FxP zBeS-~SbH%^e{e^RxPY0d^2sa_`tIJ5f@90aR*p?F*YDqQ@mBG16>S=q@~yyNm8$dv zQZ&xnQqfhcfV#(Tw0$RMC(kTrG^dSx6z(v*+WEMjwSwz#KU0kGJ8E;ZR+g)}-WV}H zp4vpDvGzMYaV)pWtlzXFP^dV+xIh0rsXWt^HZPGhi5EfWo5(U%FaP|DQR%TS{bFkN zq;l!--!nxKz@ysTNYY+-z$nTGiVw;jF^%IwOS`D#8n9Kq|NF;Bt^?#t#Il5MC z7JS&^ujN*k1seIpk+=(rrUwI!_3b>n;*EC^-Z!lFx-@0tIkSM zJx2qvnXZ8}iMs>e+R@H2D~M!YV@yii_q&{&d>nw>R!UV zk=`E%q9F zB#Zab^VxbRY8^jAgnGN@cGPeXs&3YVPLXZ~OZ9`)JLkEb8G)pXeTbz$fQsu_VJ=)g zfzsTazA4r5)c=HUs%ciAKQ;h}R_A^tTdA0f6CSYkcs|*~YL;jxjnlHNt-So3K1Ih$ zaWQ~L;?&{p>iwCJQ5SHGI?ti7Mb5P;4zL#_na+2{{uV=6D+Q@xXKX~FQWZ-u{J5}5 z-+$oBQ)Osltu@g-B))QzI`btp$7D+%5+487j3e_6OllI%Od{dBouT~_FY?=y92WMn z{7BNF`0pNu|HIc=MYXwoT^|V$JZNy&;_hz6tu3Xv1t=6R1SsxOyhxyUkrt=L-Q9~5 zv`BGx_;TL6bN*v|V_)Sqdpvusz1N(-i5T(d{@+ob9^xH@qNuEcFDBF;oRJ%-&Exy~ zR}y6qD%LR#ryYI(b^MsbY{17uZ-pJHy7lT#73z%ACi`4WE9dkE3sAf9ax1iCDHyHS z`|pG3oFaq(Rn42$10qdQ*p{EnVq3Lk{bPn|PKrY@TildujGkjBnDp-G3X6(h6- z?e{Ck@`8P5>?FRc3(e26_ZlS$b~iiyg;}{BZ%;z?D(1-|N#l8FjQMY`jt-Yev5323 z(8(}AVZ&m|<~a8@t~O$%x)%KzQfU$tM_dq!0_*UQjuaHQzvaEss1oMpcCtvo-LAV|9mh zA~C;O2Rar_;YZ6OZZq234?z{j;zHBUOOtz9tAEX9*)JWUE>VX4K~-Chf(C4$^yf7l z`P3Y`n54jqBZsTopl?*~ZI#>65BBTE3HoD~08#qe{KBQBCf{`XL=7a!_bx^D#}V1# zuQ!;cCyWk$Fjo4ME-qI$V#jlRvO1=0+UW797p%`R{W$Gi;$2c$j}U|CK8Me?{kI(- z*ZQXvs9BP6T?*LAqJI)3Fr+V!#yi2GbCW2knA!4)krjKsdFYJ3dq_O@I$R~mG#{C{ z3Xk=;FAk!nZIxP%pfQ4R@pXH<&kRo;=qhjHPO`0qh>%YtkY7y5K3A)`PbvW7Zs&P< zzY{;Z4oeR;xa}X9KO{Q;gLsofeMJ`teNjW?un6;1ovRRPt0eMqZRy)Bsq1A%oYavu zO{!F!6Q+W-q3X(blX+uNvThUBV-)|D=Mm+fm?0hI1MU`quc}Ch5Acv>V%I8?Ycx`o znb&Yw8Sz3C!h!_j+k8Dbt)J~J*SuDJ?@|0a&jVN2Jo+%&JacK89wZ(Ox2!aupKNPi z{-QIZ^?p36ZcdBmHsi0`YKq!FnAt8J4Y&2oVpf|foVzl_e!0&|Fh9G%?IzJWXXsV2 z?{T!};k4&5_M!7QOU#|d|HdMf)L|VV*m3u&cHDZ;E{)lhfYlR_;R6bz;M?(FM$$P|SXtd;yBBf9Cwg#_v?kP|Vl7pE{CPx)84!+sgkiWEDZ{ z>p54u;eiXRF<#;mrux!uI`}a^Fc<<3;;_F`-Y@O3%+a0qD3j6=I?`fw(y~jJH9-|jy;)>}Ho4WT?_WyeR^1-^H1CIZ``rQ20 zu-{e*zUcV+P=FV3nn7>va}_>?wk9Z*?l{DiwJOgK44$Vof%0d zQ7v6NR|nF#1>-+M>{&iPno9-+VWQ$Q2kM*2TwXOhA3rX_ODlinz%(5J`i#gbw{Y!N zL|*$Bgnelrwtu5qX_F*Su#m`W-PY3)%b6SksR6Vg*hLE#+$DA-{)5PlekOCYy=8{A z@0KMr|BM=NW&}OYa+44y?ek_jVAUc5`NqUDvng6@#Hb$-gHt?VjAOeaGGi@{`y_t2 z2TkTDPOD@M$p93?v|;vuFWkI$HFGFr2zZs}#^Q!&XDXWS)zP4t!xQNM=G&2QO8K=} zk0sa#@?E^=g??KVX>sq1OQOn3nDNJ3p)_sV{Kv|NPc!Z8|I-T~p3kOXLA9rqzQ(>U z>jSpc-w1QmhPa2Uob0}yRC@U(u6WD;e(fS^O0n3z#cZikw8rvs;4gKzgkJQILz4B# zs-Mk2Q;tH_o6~$AiCYP&OP9PM_R6CpQ~P_@ciKn@!A?-M!BX<+ly!KtUr`74-bU!C zoxtA_C*JR3D`L&f&FiZO1vZjw=Bm_YVCJ9g(@}C7{7*127%3uwpkmnVL}4^AY&5xFm4%C?7|Pgs<#wN!2uoli(POexL=s-W%G#ma zT8C{#&$xTt?^&V)dDw-u`Na1`GD2?@UT3=E-ablAwi^+8wDjp~9cN!JL3$IAYrfPO zoIv}GWziwiAzt%WMEfUxysU9G0Ta?}(+VJf!P!9>@?68LI$3;{WiQkvf*6~WK zUI3jZ;?u=+gB zCTzq~Kd^o>b5eKu!ME=!Htv_GL7gwAlj{#h2Z+jY0A6jT!Esu%8MhY0a`PWkhl_rP zx!4+w0%-R_T2&a<-!Uf$KAxAs!v@6F%)M_vhvVt-=aYl!|3tXoxRT%KJp9ml!^M$_ z;eF!#e$SlN*o0b77mUU2!UBCfxeOus=&eAo-k7+9@)8w)y~v8FzfE*9V4>z1<1l-^ zT-xB9d(4j$LqhqC7{>~-1S?vcE_y6zVR6sz+Z4cEK8|OHf>O@cq;^zACdKIHmi}uOss32X4$brxnVv*IML2aI%a5q-W;&)-ot7IT(aDxsSKNv5P zi!2rywHzsCwpJd%-oW1NUf8lDDVbrC*y>eTrR2hYW{JIrx8mR6{<#stuEz4N+iXM{ z7?kWRynq$OxiZXYkcnpS>$7IduB;iOvvCaN?<$dHdbK|tA>3u*aLOd|dJWou=W&g*3gB8QtudkD6A8^rtJxrlw%*cd5MLr-F z)^{d8%+T~6I*{c=D2pr+>>Gly3m=yjC;WZn(mX`6LUQ$)5q@%yOGO=5RnS}#9e48i z9@XQf%gb+)pzS2gnaZ=J-S+v~aFOcw#HA@;S!^^yN9*=yXylTr`pH)cRT5jN$+FXk zwI$mLj-dObav9~SZ>ib_u$)wy1`x=llqye+e_;&dbc&`UJlB(+l;nH2vB1N^TNzfrdh0&(^T?PE=S3z023ltU0rt+6+y+%%Uc*o0Ht4xWYJ+hSH=@b z4Rj~VgHBs(=jcMSpV69~{?$-vKD|MWd2aY4_sShb{XAwn#^}Dl)*LL1jgPyC zkHq}WxI2^R(J>rBp$c?G8v(yLMu)E^0DXn{RMGwkS{bn=$GJX0}tiVWr_=SR)Q+o4J5 z`103V$H5S}u5*r_ncGrPzOas#dMuXL%xbmC-V-u6?%qE$aO8s#iN0Z~jkUctPrtqeWAMb8(QnZT$()^W51U+w zXs@(1w%^9=@x+Sr`mJF+(xz~CeV_g@!chmv@!%5Uac&<#0s{6RTN1^hAEnWE?vsf%}AReTS_2H&w%CTp@c8-JY-hRPGhdb7K-TmROhTCNn2)HC2Nw@w6n z95j%mM`IEtMrYbfZV<%PMpGLS%*ZdyLMkdM{`9KE+SSkf5x(i$>a;&GsE}JNVp)D% zetk&)d!S>k*o>B(mhAD{vZ!}KF)4{UaL&S>t0z%i~42j-zj%vdz^6JY4KL1h62 zK?1Q|Mu_KGBtN9?!a7|(xow`TOCWCQTm3*NG%iQ9hhP%~y;)j)A_ZBste@jv=d`XS zCyk4Ydu2{KlVhuvMs`D3-vid1OFDFAWl$2>7UwYT%rYgL_juG#SREY*`em0#_w?Eu#`GTaTRoWH@oj74D{)qF>h>%gGd0QcKR5#J zBbl!t-LJ`;no2~2yx(okUmkcq1`TK$&5@Rli^s{C?!p&8Q^3WCqT6bw`A`kW1G1R4pbC^CHYI*N022FQf237?o&sm^qkI+DP5cHXyW{ zFL<&aK5QVB(LIJK^JE*>A8WML<~FYl9eu&p;(|Vu_e)fM6wmo6-ki5u_v(7tJzgb~ z8g@=cpg>sn*XA$bV8kQ73ZGzi`)qVTJIOO_j?Mw?{lC`JTQq;xr(aTazv@<%Jr_lZ zL7f$pHglhspi3_q&)oILzev?$SjmXrCz?(miCAB5{hd;OJ7eZiCq{XrGhyihV2tCw$HyDR5pHjH_!L> z#mfRwl?*|pNGiXke0z1zBjaH0j(igL8X}jMu*O9p_vT;iXu=n2(Pc&JiMa7bpRO;C zG7<6t=rPffXlr74Kq?_#Ci=2y^ zU%@-fFgcFx-ZL9D@oO9*WAZY0i)jb zfCJj8MYDgM!8#l#0ojG1 zmcN-L1d6B3mMz9EZ3WUiurluJlkGqlwE{>UC~*%!lvdtO=$|9locC9^JK?_{f8&Lb zrrBC!3?+=aCE1bDgmm>k_ycb zf_RpPO!98_OrA{2%*oop#-B%ra7y(oqk2!qb2p`A4?Tc)*ih`G1H;wJ6DP;9XzaIn zHyWgdYEkL}hWA9~j=;<^3a3{k1A5Yue)IPQeb1!u9PiZw2Eo#jfyjiHCmvt6kKCJw zeFvB6Ru1bUm(22!s63m!7AM7?o{p|XXyzL>iaDg=chzQu4-4DJ!~yol>YKNDyprMH}1f(sB~rvINx`l}lQit5XVBsx&EI2J&Ktc1^_(NO8IB?VNqaW=i6$a@fV3hpmhmJ3R0~1l3{jKi14uwC6GtGMyr`6~8~JbmjNHH!XJI?cPo^Z9K7X<`oh-i@^FoTZO zQeksM1pir?ZpS*+h@k0(tod9ZHtIM&;}F^W7Y@0j60X&gSAwXYUz66bYcPEup&7|! zcOjnV$Oe%AS;vlWrieA=_dLF6g$LL)5L;SJe#>##Tn=+rv5m{l67zN{`pRM5l)^j; z2xRP470)02i=Evq4?9b$boesG2?LdoFG<=uOD516sHW2XbgJUs|9CsI`*CO(V|X+@ zj8yOCOM=+nnWCZGhi+BX2Qog(2<=J~Vr)LWVC)mzo#&7w=%&qtUdbFIZkE7!Nu zC2z9wNzQ9?q$HXko}S{;9f%w~+4i#D_OUobx{qDH`;Me6mry4gr;}%}m&KQe${ntZ zx!@f`gmj4Z-s{`{bigxMpNKdRO%mFBP#{qaU!9S%=UfA1vO}7N)mpjT{r!$z`$}xb z@t0PPcq%Ev85~Yo^14&Djv#Z4>_Z;}`$HjlQoqC6!=wGUP&z1+`C#a4dl4x*^Lp9G*6m2-O^MBD&0xl0 zN@C8&3pbcgZ^mnff~?0MYk~>Xw0JTy`%C+87i=Gjc|$qyjE(E>4-%+dPpF^d6DZoHGjja@l{a z4w(WJ_mks|-k1;ZhY^S8K@`nSyv1~@^b~gE?gW1j)`Y{7P6h}D9t|}2x}$g0d)iQ@ zQTj@F>mWqPak5sO$C$^^`6QCQycZO>hOEzELD~cEnPf<%hvX@CVgrV9(IF8&5!=^0 zX$c50w7>$jm_-J;fD-ytMNA#FC8bbU9Hc5e^j;wx1(s=-Kd)PXKogdx3&N` z0`*~ItSj2{kzD$022uJyt^<&$8P|1P0Z}L^L?9}SP@0o6_ zrEoq#i^M{AFcoImMAaqbHeC3o0Brz`$Z*3AR=Uu&xC zy=@q;4hq{Zl8~VvVnJ?uQ{O5Q-$=LNQmPeg0A7d$fNI|<5db>!}fo3wX+c>;_J+Ulv8Di)5fUHLMrT4a1`fv#dKb`Zuf~)Rm=;ywx;Ot zB-*T?SOClP<^J4#uC}-4oBK!y)8yaA+d`8gIEk?R40E97_d@o4y%IobU~;9YCY4gb zzz4PN0+;1^yOShveO}slt8vxNQ0LIz`JozS0cXW}FlNa(Xf%OpPf2}Tj2mfg1QB{c zd;0(l^Y_O*Hu>Sy*6J#3z$Ad(vI32+sjIu|C2SV~Oa0i+Y zF@9vz7%H;JYc!utmwdC51sCj+hTrZ&?yn9#&rl-CM-fjdg5>>hnzpqxSxn9BR{!^* zU}-XoP@z_#2TGEWF3wa~7?g3ERl<0>B=5t1>e}sU`+akJ2=+kKYX9rj_{iA0%la?Q z#inrMw$g=}uGj@i!*ydDK^-#YcbY`@{4xA)FuFljgkuBz)990dAV-`Q?Qiuc4DDVr z{Jng9ur)8Es6r$aJ-=Vf$LBxo7f(B~x+nefp{z*5^ul1&towf?l(!v~Bshk6!Pw|) zLud)V4KRLfD8A1E<*O=Z$RoLM^Yd^g0YHt1=~B-mG=|)R@-XI?8AoF6tk`~<*RbFK zIW1wI+ThTIv!Bm732IPzo1%>LLHj8t>QRruu8($TF|I9PnFOUYcb3~R@#B6EdyU!{ z)2O2lu~w#rtm$OQ(}lEg4(qm&;~p6%VQEybR$PA|RAug}>|p?|Qii5Zu+8%_;mM`r znOeg0hHND1px-5AGGB>G8UJl#^{n#O?gMxXvz6!^ zy6MXl7|sA9U6>f%94(11-7;&bV|ur>GGLV|wkofgUf()W*Aj?U)T=G1$}21y0_|(1 zTzDLpjV{?mOI;g`Jns(auEaAnk$Kx*-<~D{lh0tNU|Uc@m+7E&qr<0v#hVCmQ4{3j z=p#3hBu0kH1$|DjjAH>}cOd&l$kw9eDNrpljA~{Ie-x)yXI!){KA5#bjA;;l9B(OOmIl94kKerloW;F*!<#Z-C|eA_xn$${j|1p z(oR|Q4eTx_Om1{9@Y%@dYg(nEA!Y$NzVX();s#ym|M+QZ1e>DTbSih|P@bi{u zER6|{s+-Bo5`Kv|ex~kqprRpQH-w5NXe26g&^wjg$x)6Okle>VA6hS)z9GsfA1QrJaLO$L6U{hTraFE`}Nci73JX*$%e8aLZI!iV5aH=e^hFlpR0QC04 ztuiVO1Md$5ne@_SI#(LxuX!03_IOyD!|VA97X>?z98X1B0@^R-roOZx&}8LSYFbh2+&#z%vjBYyk~dEJvZCocg=EO*hEoL!PY}0SjTu zf~&=k>^(&#r)~=LqCt&2DE3$clX+{;NuY7o=WAbDN4)IYvyofuf@DqM3q$ZzEt}v= zza(=v;y@0UxhE6+96#vff>M1>)8j9N%G+P8okp{PcE1PQ)|9p}PRVJ4OikmpUWXyvHgU!cge!r$2Mj!ubMhSX*CK+ zUO2D!Hs9{Rhta0c#%v3n$C-&%R2f&de;h3LFMP3ue}(uS4gcqR%zd*K{~A#O9aIj1 z^V_rwSB$=Hl+FzYGa35$T2gO?2e+i|7k$l8i5$yy6Y%mJ*RWAuP~5w?@p8IM`bd8q z8lB?&c#0$|2ENLw9KGGIY{!dFs|E-!q%KX_{&0?oV<^U^J$#BN_RZkdisnF8tie~2%6ytO?V9hoA|eTFPayMuz{FO|vV1NBdC@QaaE6FPA4t0UfE z*^^q5R|!zf$nSXu=k2WP{mj)9Xz5@;`AI@&Z%${;TiLyOR>&n_Q!QSB0eHAm+E}p7 zY5kLGgoPI^dycRJiV}nm5U+>O2SG?@hRzbOkyshM{boO1Enm3*!1z%=?kJM@iKtF6 zz^Vh0kMtC?n#{Js18JunMw&DXV{-TRZ z$gn8^nXM9zA}Mxptn9W}ZCaEEa~HtSTGN^{8_-*7@DP4;*|A#C-e#O3X=}~^F8+I~ zK4|t$X8d80Yyb(@ubwl_SXUV+@^KmV)m`$gznHc?-FF)PruAxh@xl$-okZCOZrxaw zxf*|eSV>ayuXPjt=AZ5J`e26ZCNCwtL@(Rnf8SfnGq%9gj^LT_;-v?oGzSMCt~1WN z?ROo*?H%V1$L(FzdI-OzA?I!}P5R$w`yQRXWb7=jvoVhq0M%#g@S;Tc3@$wP_gzU- zn8aFHT?O)wj!;r&iKGrPyPtw02s}F5+iypm>A*e;c2piH2eM`xg^GKh6GX*StSdUA zfkE`^DY6(9gDjBs6rChfNp#0(P=mq7h)a;Ba59gVng7Gc=6JUMl}CN6jBvrcdsujK ztf}{_v4G2|A2@F0H&IrI_KLK(b_wh{VFT{4`)0TC1?6iv_oeaDhzEaQsgCzQq3{rSt8Swp?eJA=%B*T6sk zu--t0_8c}{L&YdwbM`f3;f$G<$ORX_#c@d9+wgt0xQhq;d!rCwl-TGDR)G15>{R>Z z?ryoOwuX#F8TUWQSGbQm&Ec>A+q$s+vv=6XvhFlHoHyVuG!WAI7yVi@;yddL*-nP<_!fBkja?nTD9Ch{*mPx+I4Ndg9c)=6tl!@(k%J99BT*M=|{RDVBZp+ z2QCbx#`gPTrjp<6bIj`Qn#g)s?p!GJ6Bq%*KS7qHAu1sP9I2<_j6=YUh_z3w^=qpd zwqbg02Gzb8p3Trv6IB8;T+ie$q>4>^3sck6>re!dNu7@o-x3{9TYJU_j4mYE?%b#vM zX23!ZT1mt1G~8WV#Z9K#Ty$>_0%x-B4oxyq>Ti2$FRAB)Plmge3F=Lp z+<8#C6rn%MiVUi}Hryz+7FCC5r^=9I7+5M($A=sg+xuB94Hmf=8)^O-I9Q=^7!i!a zmr8Ugm*FHyNZ|pw8;RcJsMt5T{-tCuUWsoiVg;$ZmU)hPE_-wS@2dDN$k`5UduhV;cPofP;8M+;j>)Q+f?D=o|UC2Q$nllWc^nA$#tmJyz zf0!&Lm25(fq^kWzfshc!AAT zPBo0FcWsm3&TfD-aTTHd#pjCHL6vQH?<+@wQy$$muCWZp>I9ZrV9+r%eVEMdQ!XM? z=l#-!@bnjrQ7uwEEVg%r{0d|uK4)p1Xs=!<#~JFql)LEr@Q{o>`L@|j&VS-Dw}*5+ zF4=3#@=Zia*RQ`QY{O~ngdetCcO)IKN<9)|Tp5Zj6vVP4AxR9eMCuh?d+y~^z)}r4 zGYESl(FUuNx2(0`W9^>OXuepKgS04g!fGZX?sV##I?vO{#F#h@V zWRAw&+wRnb^Yn4e;W-{-ePaoMc;A%FwC30JIlMaTMg}N!Fhj)#P~HY&9R8*UqE}le zll!H_vNjRbUpSMmMz6X);6;?{2sl^ckB{Zxw4XQ!I2CBg%4s}wn^})7M7ki{i161M z<1FV8sC6m|FzFjPemr3>ms0~mDC#Hl@TA*>_Yt4#;4=+%>vyl;skKJYB8Ilnv%_UM zxnE?HNTWykXd93h_M&ly0b_wLCW+~~%Ujsg!Na6eBW*NTg+7ia^Cj7|pA)uQ^{@LB zXo}H-Y?#dWtQq8{T!!0gj5Oy$YJJDA;+*{9j~^fQk?NQBmS+sB%!9C+QJ24-`@eTt zXb|xil!zTEdvMmO-TNf{*r+Pt{5>&7jV!9J9H9$yOo0fpg9S9NY=AP3yPLcwo5n?k z`^G`~E9^4cDRev6+sEQ<92RdCu_@eed!p7u-Bc3<2;$Uu6O+-z)Qi%Tp{lHnYXl9^ zQe*sTlB4_t27j~2LOc0;l8oE{lJbyP+k*Mr`my%cdT~{`^=lz}_}rhoEzY{OwmY{q zLp05B+D>ZUA|@CotCNfWGe}ca*&-wHU39b6if{^(~|y@2}-J;f8FeoeO_( z=B_KhI)6@0WSJ_`kgOQ`DM;O?^i+Xdt00CGj3QHQ9XJ&u@f;RFU&#i(2FHg0L5NhG zL{aO6j-GBxu~BoXKsJ{?5A&kNsh$|5D&B7UXk)h>Rhsb-syo}b$Nt!3jf~l8&lzP{a3#BU!BBLI|Ji-FW|r3Z zW5r-+1fBt-HmY)&_Ac};T-x7GBmG5^eX!_;zxt4+fyU1BnvhIWk0sKW)IP~7>xFLW zjEAd))|*aaLo*JgzSi*vM2?cb_~rCJnZ1&(Z=EYb)1&%P*1Lrqc^X9vt(C_pm|xT~ zQV{O|gc~`hIV3xG@*whW=rdppW17@*JopXOszmV}fqofrpjy$MTSXfzSS)jyL_N2I z$8=jJ!wqh9w}L=Kg@dw}Vtv3t4EW8%{oxHptMdPB9|i|6#xu8J4S?yVdV~t70eK2B z>Z1-tBiP*XAkYyE`rN>xgT$CC`;slN_3@KSgekFI2hyPv23TP0M${21>rQ%H_#XL#Yi=N^@j=w(5TCAXjfLVQK0uR2q&RY20ZSYbrW;4 z-X}Arh%D?;QG^|)A*W{WAs5nFPoRQrw>lWUT~TpUs->8k@D*X2M}=zu@uHE*`G^R0 z+^@O}D+QXqH~xif!#FZIRMv&QdOvzc+(o2UBR2;}oyhXq)%S{~eWdZ*nS3o_Aax5* zK6bXJ-M-Wh*EexqZ$qH=--XQiV}u_{PI#YmVn|iC`rUh8%c%DYxvz}`Io!>qEbt(z z9;yn>Teyio0&xb0ftxhJZQD0(_eTP1@AC*v^@y$zoUe34wNpk2^n{1f4H}w{pt6%x zw50ZJykm3_H{O}V=kIoCY^`$7^21N0qi|MkQzTizj3kCL{r8fZp&Op1ih&aZ=%n@GL}V?)Zw&^xy>`01ns)7hdw=A%V1RY{)-Zhr3X3XwJ2i6HO=kNoWmfXw(N?c-m+iQSmxouC z%)AU#+kO1u=^^u8#QD8&21QMWI@CJFJXCJ>3%rAz;+rQiWh=R^oOmdxO5cuGpuyc` z2TDHLR@lB3@kkrZ>Mu(_0K}88(o0A*mR`J?41UBOnjeNY9o&MmuT>d4NLyMr<0Mk5 z-Cq~GZ|#F_V#e~BV`j^Zc62wsN_YkPRwQIm2S6{n!&a)}v4jeO46Z69d0l1sG`}xO zbKn@=9x8oRXW%C>dO837CxS$vK4?12S70j}$08fgGHUTlSu_QAvu;^|-#L`?N0B*H z`45V@Y#egNX9$YcmbLU~n94xx zIno{te)*q7yX_n$LnS__WF$t2RyP>uae54ONkaf8R9GVlZTPq}FF5=a+`CK9i+y%{ zCyf_cYia`;tP#`+_h-z?#NYo?X3bzdV3ITtKL@uU^CW; zaNLlwu+W~-H35nM6@XjNg?`6~ zo1;`Xmu-`+mLO||a~t~3sxus{7pSpb#K8}>%oo%wj#0){l9vt7yjZ?PWcbp`h`GD* z`Vj=6O_DYH`dpFuT|HUTQd+Xl@JnpcUs10-Yv5Vl4esR-vk|Xvr#YE6dmbV@?Hfd| zcE6>Wo-uvgiPo}pFK*3PAoi8`8g_`C*kR4n?pFJAALD8CaJtbgE?ZjMhk*2clM&d` z*lZ|C|FKRyR*0GHR1r8jxO;H1ppvQLd;s6QZyBfYoi!O!BLE?i8p8)F(a!qBYg0Kj zFJd!({mDf8{s|UolS*m3D!)p9GisCI#y3sbsvDXwk`=C9t4KD+i?VH<9KLu1iMJtQ z^&{xXGNVVZI&yHN$)BZXg7HbAw9ULDNkJ`qkSGnNm&QCcES9P8GJY{Dbx8oljPli= zFfUuUiA3wwpS`s4Y#H@+l;*PAyO`k@Pme@Tn&n0Ro^t#`SzX3@(0ag*+S(Gq@UB}0 zOmMQjt%R(((B*Lhis&hT3@Bm=$ZwIT4%TIyrB~;dZk&!+^dI$8*w#?u*NEpoPx$)! zt{70gN>aU@;av7;q0f8<8Q?hXo#t((+5m}?@dGkc01}T(>e`;N$PTOh+if#vtf7EAFmPxEqz;kcBkJZ4AN z053H!|B0t(O_7zYqus2B;MNzZ4h3BMRokHbFOM85*|rLICHIMF{H0aNZ5oL{Avxh- z(fjE~iF-4NG5@0(cXBe{J{VgIrd)(pSydcf>VDn8@N~F;kJ8Hgn zjFg=DlliHJ+_*w`S}@2`Rr_i1V$L74@qLv3bIca)XXm4KJE5BY-d)}Wt(pai-OL%q z27fxuHJ2U9%jRi{Q&?Mr(YM*lxzdgAMNKuAC(&q(BW8&f`hA$RY{aCjzbOh(e+a&bg?&=w$ai2pzaU^m|(t#NY^>x*JdE zumd1D6$#i!!5|kn))s)swA^7KDeh!9@dk368^HHw;dLBo_wAYi_c^x@DVqsnwIuk(h{VO z%Z}6-F}bN~cTuVB{`)pgL-%hPdp2hV$rcugfYJnI2+rhiEONeW;6|;>TtMcYN5INO z(|zVW?U7VVbGs1_{wz1st5N8i!vv~i`&5NHrQ;>zfz$#Iv7kA@10|K=w zbNBe1HJkn4U3Z3}<))v0JrsRH3!(=$;FolUI55oH@4qPYJ{uXd(I3WoWhnmZ;$jO# zd~x6GgAm8!>n1`3o7ToM6TAvi4{K@z` z!TM?ECSz5i3QvS>VwEz(4tXpg5+$sI${(1Z&N~c;91rZ2t{?V~0%?`Jjjrp6SeLBY z%E5J}lg0$hlF)}P*Y3{z6LanXuo~9*dgZ58iBr?tpsthQV(!&X=I%~j_*m$ntwV!R zRVse1oZ`#L?KH!eQ_kR6Vq&$|UzC(zFftl$MM~nU`IbpkuIFnPsp>$Ho#b)fc8laJ zNvho@uScZ9;@q!H+oj-2a*5<^*AMX1X3vb)$J?b~)lmV1tulV6K|)i+MKL)hR3pA# zUBXv)PwAp2hF|!Ix4p8_nfU#*ZXcIz-7aAvNsqd+p7P`x0cZ5GtH~dNz>UM!&Et%? zdK@O=oGn3Di&AX=^D>M>T2G~w86URpp_l_jxHTc3Pc~|ZXGx+7-Ur^ z9+oB1#8cvUp{P8_T%+s5{MyIfqt_@Du=xOf5|Uuv!QoG2?*SPe|Aqfex;Y#@B$_VR ze92bOgX7S_B5I%$wGLwwj_wdMm>|mZo4!}Z(~es=J08kzExozP4Qtw+Nh_9aI+={) z@w#X`Xlz|LX~5<0!afU264a!JMzxFF!awVam`*lZcJ>5|T(uJ%IO`^yEMwvWCD6hj zsc*s&A!^j=Q_PEQAJ|ZwWvi3a)Y_WjzKRM9kx30{W-KdlAg$ZyGg1C5*;A0*EO~S1 zb#cTdtjz3BLzDTms6Wq{vn!n_-p}PU1!@J_8gY&NQA^HMAJyF(t@$f&9aTktB5OtW zGqyz=)C7g+ewctXtyp- zgW4RGR*v4y^p!;TC4VRj9%lGvq_V+Zx|nb3X^88R#Peg>(Eog`2LHTPc=q!0RBb|m z511`sF31WJ&miWZQnt>7h$6@;gM@GMar6-uaQFAqfr`1UjQy*tE9p3^5Zvn^!U2EE zT;4?Aa#xd-y2rZJNZy}KH_VJfvgsEP*7#b^dryUnzIgLM(bZ~PHi6U(j~*U$#kUCb z`fmd>E{8i&_GK6U|I?4GK3}%4x;u?eKIy{bG1)sQp@m{KdG+g!PwwzfLJJz`T`8g= znppYB;vRBrW5^%vVFSK>#2Gkjdw)kSvUXBY;z9+$GT>hUmNKlduGtnGaQ-*R5&47m zRw+R;XjB;nLa#b(=)f^CGXUg9>4?HuK>Vvs(wMczHN;4`LEgHY;{BJJWToJ(xGWUf zuhNTBGIw}xvAuNiS>!H{1+$Z?AJ)GSDrcEM5j3vx)sT>qJdvpVqF~NCD~QkKYauo*-g|1NEVwAlZ^_OxO$61% zlFham7MZO#V(5U96emhxao>2z;meVBnJOi4Inwj$ey;*Y6>0s!`if8)<{Dh=BUud0 zVEBE>T>@gLBKxr5=Tp^DHpZJYtery0q?l+ag==Q)JROaxm=^&{@qsfgeCmrJE+0WX8x7%W<3Ae~=4iUJi?0vG z2fy%8`#=Uj`nC=9FNcgW%l~x6RW%qo=9j%A{q}X=c4ypJbQ5h@Qc)F%#qB^$Ph>+X zY-|&$o5HR8n}wGsuiJQ?SsxN+hcoha|3?NipKqB>QnLWam#a~3tx|Gxef@ZEc=YM-pvGr05SjD%L%6db7AX>jEKP(541|ml$A)RtKK~BhYyEt@H*8|-wP13*cSs&k z`123}u=r!J@3Su}50IGe1_MgLzED_08~@Sv za5k*R8|FP4RtO40PceTZc(I*7UI^Pt%S_v$`x+06Uu27LjqX3W_BCq``_dX>PJo5k zgQ(O>FSD#E`b)Qi6@zUoQIi1u)rHsmJB$J1gEH6|5Ir<80Bm_|*5)jp*Fwzp5b3Z}DS~yT|~M&bYTDF!0kB9tBTtM|K8d zGROuhM_aa6j2$c9SNK$VYrl%p)bkNi-?%6ZuiiwF$|wGAj>ClgJ072|ic_yTT?ud8 z7&3|AF{Mh$V8%-iO${UMeJRtHF)EdRn!NFRm9Q?; zNW22&b1SNLljQ@Th;sH(;W%7^_4r|}2cs#N%I}1YN4nZJ=8&?6Kx!I|Z97#rN82CE>{;+E>|B3!j8*8Y=^G$hLJ*Lik76{8}O4 zy7bNjs(G~GwUOOvoUFV(q1KSmPDZ5Du#8wW1D1Sb?*Y!l8w+uw#648s?qTEbeJp@* zT6O6s(#5wloUF$oHh#h~e2d9b21aSb>?yQD z^fxj@&_yl#=&(nT);{Xr-S5CxC0Y&Qa4u3g^*%u8(E)Oh2DtTmwDMpN)8*@pn(|>M z-^)7IImx|5Td2%JwPGL3OSRv;X$B(gLg%wY)7oWX_1gotj2R|KfA{LcxOVDeUrhWY zIVqSpLIl<5qt?Dm1Sc{1xFMG6_%xUP*-sS1-*Fe`E@prF}f(Ki+VlhM1A zWa}2iv7k5Tdch4>pN*em{zn~T^3P+jNT64w<2%v`WCBGZD&hn((3bRDTWuXA8$klQ zKahJ~30xMbDJf{S`1!Bm=8M(S9S`IwgpWsC>7Q4ELJwJAJC* zidnfxVuZ|!q*RTVRE>A;vuys0b=6P>0tQ-=GZGVhj1WNA8ZQBEuo^?eK7XnLM!-L` zD;;ux2Ac9|Mo{mUB6`DRvRd2N+NkGUcLp4Ae@I{$3_JJX#fBy519wQxkrXuuA2PTCNZ{w>Z)(ks1Lrk8SHhQh(u(Qk03aCrI%_IYi_)?NHhKBK={79M53Td$ zA;=-%r@czC{}}&x{t-QgxzcqaF{5D32YJbJfwD!<$7UqPwWRLvX7(fE>UiX8N@uYp zkdmyk9Q)(Uu{5)!*%--mz@2PW8=nz*w9-^{g9S;M8BtILXD(NdTBVLUsmrCW-iurC z(p4?59AvxCT{pLSh2_=vWNGA4BJ~u)g<0P5Yaj^nsGnTSLzTf|C>h8GraOP&uet@I zrLAA0qqnbJ^kQ1|1SaL&U^K9y`al0}zcYYSl&5L3@Q1ywl8y8E^3KK>ZHRecCI^`r zSeEggNuM7-2VdH2^&YyCO(|&$4^?5aNG6aPnzs`rkP%Bo*S8>cA-C9#=TceWi@DgEdF(e+kAacyn8DDDv4-QC^YHMj(K2n2U` zcXx+C&=7()?hZkML*wpFpI+ZSRr_DxU%TdASKrMs$9Tu1qVNn{y#DKE_7TYQi}azs znAi^=eec%-pusl;wfiDQQp^lmO1DA;EFZ=1PhJ}yS^ikxC`YK&Ih8awFbl0i``Z7+ zCm0jD%_Wc6kVSsuh@8~EzI?n9L*qIA_gs2u`hV0wro^x3xbMcHL27FG4^D?r=uW2_ zp6;b0yr|ycXh?ryX-2ta$fXF*1X>(C#@CoNje*m-S|*HL{8+ z6xS?OvzO@1X`4*}X+&VFj|VvTYpu;WDFhp#kKYo861EYBuaEqAU(p#|5d}&O%BGZq ziUt)710)z*di#1*@L2=Rd*Pr$7u_Z7RRcl0Y#)*>5FBtw<`lvw|Acp5<3%f2>K%Bh zjAb&MrjA0Jy4>}(e;P;b^hW|m=Uf-rBEw*5Tc!~X`FsY8lYaHWDDV!w+@FfrPWGyi z1xhyQMbeoFBVrC?#cZN?Kk>U{*IJ$Dw3bcyJ(bk!6du*BHBK{=24>mC*b6U$Lpjki zKA-vqyxgbEtdbcE^RmM6BC@&WdhaSs_iYarP&3_C z_~{*eTUSs?fJ$e{>PkNaHgAQ2?v~U4O?&oa{Rh2epMK(XT0e@Bq+ekbMCZSn?Rm)< zYiIi#V19yF4G#-5G~WwF`t>hHKsY(V>$4-k#dkfk5R-%6g3Nn6M73%UM{1~@6-bW4 z${QOH{8@OA2znt!X2@q4vkTV_4dqz_B!^h1M;kb`BV4vtGQ~Mad`@s-^09C7aR_*x zNi$LPeaoC@j%@TQ`c=nM63JU$8T4J?&sPJ}CvYC^KgrAevpANJ0mbBKP$Kon1_WkF zJ6N5;E!<)1=9O6-s7m>mLu!-CB;U0BWyxMg`-D)C=GcQ%uf(^Nv7K*RCC|U8^#NF8 zuvy}0_LF0eOXJseL&!(Rj>p2d;MJyovazzl4P43TWpM87$m1n6^`&x~E9HCp63F8| zbzgLxc6lkKZ6-@{^wOmEuB2(C>(I4R!=C=W0CouA#T>8{t(QWb^ortz#e`c@2LAmP z1)wMo-j$Z2HF~<~AE1+C8+CQ=tzBqP>_fNa*S*Howadijj9{gfPf-dA4F_F|L;L_s}IR2Ht0NG zLdnn;I69w#rP9l68y2|uK8HZ!NI+7u`KObqcf^=buov1Cn&}FG_psx4Y|alMR6@M7 zj+7tXcgzL6qVIPLa;jvIU!3ioI@*J7!FD|lzw<9kzENlfmV{cNRKC~S{Rlas#SUs- zNzkjIPV4ENZ2;ZNZ$`*zs4&FklYq)Q3Fz^a>}eyw+dkVrd|DVwZc`rt@NPl8Iz%6{ zgfCy}dKTV9Tm%OD3_2BElI0uW!)Mpmm(zyBrK8?VC}nPF`zsU$yl$Tgs$ZDFtkYan z`i?+^NrY%fT?9RF*fdlcg9i-{AB11XuUhk|Tpl#sFc{4WY`P4u2n3-PBBsKt$!a^# zTo}#tJ?r$`otO}2OuNdOtmGymmuwt7ap4g|T1AX+UlefFbSLZ3N)_I8>_JWMx{tC& z_KaEM+Ew+8fVOW#W~GYkh$wiL3_KLwFe6LAf%gGpKaYor7H)cEyj4Bv176EaWv$=j zY4YB4Snd>|t)m&ZL}@p&Nj9anv2_mbFZUCfENMNgzWJ{CnXF#~-yTf|!B`B*TUBG_ z|5BHW{4;zk?_7dA?Xn8$HBJ3KO!@HpdI*2y7-))1gyU#3h1%c$l^Ku@k@>yh%`c)i z7+iFBBH1fXLFAqHaJF_`DkkLNsUNiZR6fHy!^xXJV5&BpE4)CyK;Z_)7PW0W-*>!r?y!2GqseZOltJx0?2-W@}P z8)bt(QSgz%x8TQxO2?ZI7;~Z1db4Lobg!sOPQ?Ska%2H?clPm5M8lLZlN1zv*mVB= z0H2R#qfibKF4z#CIh&$@15#6fJb(7DqZ<4odXL^eCc80QA8C^5+?8?0vd6I;h0W9f zD%aB11moYDXh?Yb2PUM)A|lbdeU#WJ%9#rP*f;0+mx2a8x=-uRjbBG=>XXG-pn_y>bVjh51hA!kw< znoV6jIA+~TViT-{vys8r8KdT&71EcKFLW1o+eTcZSCr~th(+W{O+uyVUw83sKaCKj z>xKo{2CBfLk|#93xP^-ID&o%02iQUATaEO7Y0*7p7wJ&E3mv2WBN#l z!wyQ&0Ix!WR>>b25OO3U_fi<9Yz3iM1HAO5I$bs3+W-e%@kGvD8nV~DDA!|fsTo?_ z-n03=t{+74nX79CC}aEAU<1(b*FgM~-=)`;fOM@3m%O_)zf2yq`&jsl)v+5Sjp01& zyWi<9=}iQq!M#D1(fJHov|LEE-SLPuddvge1%7W(hAzHCJqxe(Cnh}g{&#m}?d&KR zQubC&#T#{BD3`U`!eeVE$1|8V5?_b_B*1e6L$u)OZu6oW*$?^hWUKZ3jCbuUSnet+91PSCZnLJYRZ&05CiQ|1~1Y{R3P= zKtWL#)P~9@L#1a)X}_LxBld}Q;5*=|6svP5V<1V##^b#yIRjJ{F8ZU`36_7hvH3YS zZ#-T1T??4ZvFV-`s?kxfwh4ZRfSem zAUr{8NiU3!IGxHiAsL!3Daj(4KHLF%<^w#VqW5XXv=32Bm9BEHX!Qh1dsq2XnIhG| z_7RXm;Gl(}OE!gMtia@@$Ao%i&*iDGJI3aOa3USR26YjwQuI{5uD}+#(s(uRNUGHM zK(9+e6ucJQzOmWjhG9#HY^YC_X3NP{9pk`DIGJyDR_1j0`FXz@JZ2CN>Jv?@mhLg38q4hp{d?pWvbj9@8n-M z7yS5mi4M1S={nV#llayd^~zS8TSs~aK{OlMBlt-9nm^&pjS}w&3eEPTTYQ%}{+$>VEWK^ zu2POna4xhIe~jba6x^KLFWsc31B)q(JyS~w=f0Sjhsc@tjd#9#C>Px`yAbV;ODh zE)!F6PJs`rHr;jjjUpUAyB`IXdq=O3V?B620jYshwFaYkms7@-aTY;}%A9odX(yZQ)^ROU$txVar zc>_Uij^0WtH*ry+<)ZV4NQdE4$8zeZT9w;m;8GzeUj2RkWt{!h# zYA;1c`;3KgbvZk8gW~o>%uX&th%y!@i!4(MVGC|c6X)+~-D6dGRdQMD@KowuKid|K zjI5dvBwFVnvcJof>7tHtTXq{(w!Qs)KJMu2C|i(Y(J8@iBrw7^+VDS5Fx&=dy|U~+ zAP89vQX%v#>NEpCBh@SRNVdvGW@Tf=S3*cfJg8oF_q2=JiLMJf%641tpj!#%f-}!I zKx`6IjsHIGUN!!qd}WtYu6uPRE6Z>Hze5 ze+~hum}Dt-WbhCzN$^Jh+!YEk_?@0#*kz^rvrrz=cMrpXpq#`&&odiPQ(RW&qUti1HGg7gUw$y#|P?5j`7*`I4$ z#~)+j6imlg}5RI7wCQrJFccXlXLF;e)noI}7PJT>0x^Gm?cOMpqcmkl*Y2&gTX&a)>pXN*(+_jLU@&eJ-3_OW8)!CW$WN?0L?;2Pk<~y7 zhGPh&a`nACzN>OO$SCth_xAqk_VxI_u&q0++hqc$1f090n`v=i!xaY~H<1jEvHE4S z@;Mg+moKj68zS7{h>_bQw;Ec{Ly4uPJlFD9!=Ds69YEG{-U_ptyk{=Q!q!wzC105y z=0-X)48eE93yHb|?{7gHjIUxajb*2*)bvHS`%qGXf3Why+QTg*w)ewx^7M`MGjVWZ z)v8;Ufaqu61CIwGo`RMZ@u#$Dzq~DILxa3RKJkP*GIud~d}}rN5KI|{0PaF&CEob7 zA;1T?l>HyWIBo=CMN=pq9c6=)PLkZ~(Y0KG09+M>P(-RTxdJ4u@7PtG@y+ejEtT%3 z6_2o@C-4W89-K|s03Z_I7MG(u(%iH9s|G^O7lkxtBF;j5{*=Tt6CiN;eTJO9&Gy~& z-J8`(e$)3?z!P7E{0naS+SBCXwNdDf7#2+pr$_t*Q8nwSv8M}3)L8CIL?5!%Z+)YL zApvJ$^3Z1F7^8TqQ6;O-#Dtcf>GHo+oRvJ=R5yK}S9dDr-Mb7D_%cVP$vVN@%)x=R z&4OR$<6t`_Q(Wk6e42ix?`3|FO_vUE4Zcl|3$!rDv=FlE-HVmI(;ax(blkA91CqbQ zu*+OTh^7q^>er05lqfPnFiO$5nZov_0E@xjoNk@WZ@J&;N3BJboZc5LkOH|YbihE_ z9srJK;=iV#z<+=;SPn^8=tSgR@?ws9ik6WQ7P65s3aUZ50Za*n(Zr3)TyZi2xrep% zzU*J?yw4QAmSu@TC*4i$9G&iO5#So8{DqAT0I+g(gDT&9=up>Ne?bK6FD$&<7| zFqa)hcH0O=;@j8s4OV@@bUR#&7fU44kC$Zt9LL`y8?kz7RSFt|{@SV9iCimFp`G47 zXo%K&+#D1Q7Bu}U2$7u-YHr5^@+>|$=lBt|Ojj_pJ4_f#o!UV|U5{Ws-O{VEI{<5k zMHe00n~KFgvg6!)$^X&qZP>hw_=)3q0ZYwr7d*)dQ$PN;Pa~#WxI<#jy&6=;b;AUi zU&#p1oKAK6o5M(!>2v6DWZMD0IHXgsrh-{ry@)zOP`bV}p=9MY?*j(5fXDQrH}Q!G zZ@}5jfdd!o5nD9Kh0Y~!=dO!EH-}P1?h*Oo*Q{nw%&I=?4`@g1GnSZ9(VzSwE=vi`6!;7;HXje!w2nuZIVW(yf z7-d8#zv*;z3-ozolCyp(ApM%iJG!6!O$>Y)c+>TbQ|4b4d)B#KstwZ((1@nlO?K6H zUVS3%8IAK|-R$r<1!oBQmoq3{V*CCEUFB}(ifo9)P~6^7!LBf3oFEOWnWpECsFL{Y zuQ1IJ`&cjF<&kHB?utIJ;>qDcz~ljOG{z#j>E~@(MT*I?SXmh?-Hn`! zsrR@UexbmPxwF|J+LoVtQLgsdv6(B>M-)eO2>O&|8AKmN7NUewzjtAX!-Bfs2tKB6 z0i4}W$OC6?HMMlQL_e4-5%^jSGVanii*~8GlvwBT5KNVw@0^;97nvE6<$jm6_t^yh zDp=!n3zS6}!{&>tX|a##E8jgNNO2LhAe(gXrhhU0<32PgUGRbMcjk0v&9_oygSFjK zYnQp}#}j%|USjX3C|sw7$;xZyQL+4wo$iIlL?*HP=VX_4>*A}(4}+zmi>>8#-7_*0 z;SP_BR(GF`xl6CD8SI?DRiVMso9Hv(M2)ZKV!uEKEqD?~ zNi%OxV&K|i`top$LhtY@0`w57++K7z^SO9YYuLQ(_nNB0&!5TDLl!w>-(wC2zxRD# zdj-eDvu&-O#lu4rY-4~WH@|U&SskG+a;!dC8A?0E-Z(^(F%i$EMOd<`7B}XD4iK^@ z#eD5fDxgLX6x%G!qcn2jg50cR`i~JQN-DF8EDQLl^3s!8FMSPGOtNG0lYPn31rcH- zCOKz6_jug=I7}3MJh5pw(09~L$C+eynJ^>3&!2!MY#<^cd?=M!qy6>c^oL*j<4xa% zM9LxIXuK><{|bDqYn*iSA+D|K>%hj#!?L^+8T2yw{dk0O;X% zZB5-8@_1I|Rk>clhj%XS(3rS^mp~XVj2uf$Y3!g>r6(c_CN2m~2j%}hCvcc^DW2k*WNcOS+g`vj%N75SMlh88r9{lsy_$V*GX3o1H6Wlw))Ej2-8y&bo0yFhYrUnVGYr zI6C*^hs~uJ;PP456L7P7STq#IYF&u!>1tq3#gBZESS*lM-*l#bgWKla@3!Q5x@kBv zlKKi#Bhu@Q#z#PmFGiHG#YN{}g*mWvoa5qE#E*pUO!)MPG)ASgnHXkZ0cRST29tN% zPzQB-qsymdSuv~^VP4J{0@md#(_%$6+7Kt?6Midm^TtqR6qcDHsxm2B~PCp0Z|%6GJx zsw^zXE^GB`b*=}gS#ilKiWnh|rriAFUBX-lG_V#Ca$!_+lvCdbU58y$z4;M8hA?RC zgSekopLJ&dFJ(DoeO*-m;R1!@G}X!Bs9CBP-k#e-lKw=@{D7IYy{Wy5;9UiFL{SV} zm6-ei>S+q1=?Vrp;^&(2A@JV7VXH~fL&O40EoZ{7G6VpFKluL({DH^G4hs@FI*dj? zgMHbiGBkgJWk*p&DlDaLlt@9P5MJ?XG)+VBQC!aK4CV|?;L{8L#JBfV7sVC|!VclU z${H&X+zzYKsZZ7eo0V!>7Xl8rjWu7cfB6{ks8t>#O@>k@0oSJoXa?DjY zHfl9LXz*xXrr<|e6WPa!R0s#O;IJM3mpF3zv9EVh_%eyK$uNAp-8DC?nS?x*0V12~j>ADS+^l?_Mz(=t2_&3oy%aZYV+}rP_fY*nvy7-)Qtisg-iw+RM z;W%@26q{>}6!tb4qd2CXvOxlu@SjZ4-d@Vnn zdPHl;5I2crw-kihKeiDO}yBp)Ut zOv$?0vG1_U5lxCKx>sA;S*VhqEKH^epp^5zT7F7$toquI$lXWS=VX~X${&@>3;eau z(ZV9f5f{lsSijAj5}h2p+vQC~d^Qu9=JoKSKQU}Z`4`!kRen3A!;QkUbgFj3+Vmzb ze8$-aUnduj5|nuoyb8KBDIIqRsc=4i_ot_oFYvSLX4l+%Po~ln~*PUt2jwenx$gu2;n>r>G$r0j!i5=WN}T8%Iz0V zV4I1QtkUM!==T<2gtq?3_lhOUK}&67!6p19WkJRw^P0hYKpO>tyV_Ek)hSAZC2j_M zfxrWCR4e??3xq$2@hS*(33>-}H9qI9%btQHWZv&(uuq+US0OLVzr@pdd^2M;n(bnO zC;$1ME;yvGR=2_U_qUQ5QvWLnqNkv@k)XE$xA#ZT#}>)JMiA(I*~o2*rEUENOk{yN zgB~wGWCmmF^*5W?}lwO5J+zBw3HHH;-6XLv@Ug zyUp9knzztCPb>*Gzw?&%<=_Z(-r4HSFNEXI#Gb1L0t38n8*L-Tjl=I?V9I2?>p-oS z6W*I?J=qw)D|WD8S2f1tW|q~ujZ-NnFQ-6!pi6+lii?vY9Bn6z9kbY8E+rQ$xRw`Q zQbOAfHxDM$)`Ny!@nb4g8@+0f$E=$#cDNeb#CUCKS}8Aq@~KWK{FqVG_9Acd5v&xAs{E8gllD1v0h_{t zxPs3&zmkVA)I^HgY*LbzCajl0el}e)I^S}S0v!MN{LuGcm}j_A6eI^qEYK9vl=5F6 zUW`dj6;{omdVpF zC1FLUW}Vz5RU22gVyVTB=GPJp^O=iXMKYzzSCfsG%{Q;f8T0Ge*E6(B-z5j^`p4PD zk}@ngE{o~U?eo-Rx%_v7t8`!n=@eSTOLf!7@?g{ibZ;UBzh|bTsOczy3&W9I5`)>O zBr`V;6cDHS1F`u&*cXNzc8G$lS2@e9`a8i5N^wc&a5hH@oO$uPy3=+Hm^xL(XDFdI z)DZ*Tv(Jh6oQ%MUq7K$*kVDR0*O8rNBrtw*OJIXLD#N8%$X3w|rNn5265F3~tv8OH>Z>O@v%JvaFPNea!11hps^=KS zMjQwB1CgkS?J`O+3+PC84{+V^uXxUjK_xzY?pDKEg(A+7!5#DE5=|)6I9z_!IxTgC zA(5nWRdMs;uELh`IqpYKyGhXNvBG_RO=}@B&{cG*Ol8Uz0;Hc-naZ|^yV^Sde`i!| z@>-e*+S2d6(~3%CHscZD@I0^4R~O^(*hm4cU>bAg?XV*EzrA1n&`j!y0ezF9@F4b& z2&u0KU?2Di=*HwjY3%3{^l|CtdB!_h${d=u1x~~z+`oDZdT#(}-xb5`hr%L%?2vtw z(8pbwfKG!v4koq_#Xvq9A4#BVG2%@PC^ngAkQ)8-P2{$TIEp*eLh=f?#22~lWHy3n z#*sM4JZ~7GhlO`gQnye-d&~HZR1gH08ZSPP1#Q@rB`q{B?8=IDa}y*NK09gSbuj8M zbfGa|LEtceL;H`WhgU{NN3Gyk)Vgz98NKe0T6sH~@Ag_a9;Nc{G>U>h=nJ&48N#q@ z#H2M!r5_*jK>}+dYy%akMngvDG!88fe;pcHAO6nxtb%MV4}D|{bNmmkr}v2d5)IRi zFt6yuzJbyf1B5&g4W^LdJ~Kr(wYqk<3{U4dawo`-}Xjhq9y2NFjlcDCOb znCq!>(eZr&WO^Ew_DK+r1SlVJ@Gy2R8izHxUt!!S=gD>PKC>N|Hs@mIT+Mf4W0-yw{$%G(QK2(bDHJ}dJ7%Xf5N%pFT9Hi;PdiWJGH7rxIm{RhdWs4{AZZ-1mfS^dD&j;D zrNCL2C@fJZxKnKHL}d;hCaqao)H_Z|JhOn7;sipaXr-M4&xgkFqN0L}#00l?{6D?r zn)7+)I_$sbOq8v@8vJN8_;E@oQPO^UVC-`;ZidXKyumK|rwh*j#TB1TkpK%!3PRs5 z89Lv8_Vz?xIZ}_z57wV0X&AJiH$_*V4b`_$Fpw`*KYNlrue+$jTss;2qoHb2k=TxX zt*pQt@sk#uB=^B=u)eXS@?ge1?!wsJoX`)`OM93C@e6h>67j5pAYujMGvp8?fWv$d zpKg8w?s&hrC~61TNM6g@&uKYXcdbtr?~lG`kRYSxA}V(O)<_sQ^b{MoL6K%gd6f&mf$r2m?!WJoK8}(o*>+Idz%F&^TB^E% zev{0ikRTHGJLPJ4;i$G?Gj6$t+eI75E_`_cv``*ubp{r@R#RFH8kp;Jigp?~{d1-i zSOI}yR}y;!XP$Z`NNIyHyVSC}ofhd&MV09ZbEFxxt-lkmvvFjN98XY;8{E4-MLY5n zW@%`y2sE`Mv7xmYPz6L_0ep8aKQ;i!LhQEL1Q=|>lo+_i$?ULZ#W0ax)~FAE1{yZ6 z`$&*I*}VNn_NHZ&3TOkMd)x<4<2XN8R9@w>cX82ZE$OJ$UyLBGdFBOy%i24wAV-B9 zw~S=mriZua^X*&fzYdP7BrW9zHuR)8X>M$8O#7wMc7+$%4Z#l*2t`=0bcZk{d~p5chD-R#Ooka_*nzmZ+oUyUHxnQurCEixy@gjOWxi8k3LQYdD0@ zY%h3XT=`j3QgB7&w~zm=5Z$H#&wPGs^m@d|;-B-riF)`3CKIt{(J}5#X{LlvYN&N7sHqQd9(OAxqu*VHyjSrZ z@tQsmkvlny)&vRcPC21Muqk0s-+L5)6gRN(7xmt|bb13SW7)5RDSXBYC_b1-uqx{7 z{A+&`p22xbvfK6a5IK7lcUa?{xim^@uhI)z7B^P;&xr>jEayA9Ig;(-IU&!>&2uMN zGLVz-X??>g@oy)v3Wl`fX4Ld{d4KC1a&8Q#|4P1}fib2uQvv(eN_tMp zAj-QLy(Y3oG1=G}mGhR*%`~hW9`i=q-8=MUr}dF-0*SC@Q!j#6R(Dx7)BdvNQr$PYO z??}x@5V=0jT^wgq$Z4G<7oY-PURSqf7#j$x|Ht!GY13=o5QW%t_jdaa@gaz0jC&Um z2EGb9V1Jy=eALmWlWYR++dgzKa1X$fF6d0#z*ppY5KAU{tlc&V?h`WdWrd;39oU0Z zjS!@NaQn2Z@fpT>eFNfV;73sb#kvJ>K)*;Dpt zy(N8F7Lv7%2bK-PNJC`M**wUny{HZq>&F;kP@ z_tOwNJt-4a`-ItioDFxVdrZP|ol^uG@k%*9Gx8Z-R1)JE$&z>4Sfrxm3M<|VW~x@3 z`_fUgc@0SbQGaK%hr(5OQGRh_TGbKiaEx*b#rVnPlo8#7tda1)gUb{44X5dA(oSfLVBdLjkZx_@zlzFw`DmbZVkBTq zet}MhA}KGqHc`4ZNSyd$&7w4@|y2-!gcswjgv_Bz?0JVn;kfV z&H*HOztE!g0oY>T8KS%(VNUOtRBpiL*)y7j@q{%x)whB1)m$TR9i{>be!Lq zRvuq;ZnCdlWCcc9k2sO<@0$6Svs7krvghNB@PX=)m35mL5i#mx-ZN^@>EsSGJT};d zLWUD^o);(UJb&#>5#GIpS4G;(JAuryuhmIp&KH}?397xO>nR9S(wN`MV|5kDlgJX# zL}ky=Z=wPm5~XhOA#hfPuqReQR`495ocTYSab5rTl-(aZ9Au<1=_b{QUR^^zH-S#4 zX25BQ4qSOND5lO{y>-*nZKQr@O>&=v1)&pv6bg;8}`=g=3{9v0}`zDUs2Y6vr2%% zvb|568xRDha28g4F4_+xd5|wX7Bsx~GjwCGvaA$MIbfOeS)dp5dp=%HGkcN|sAZtc ztPoMNx5FZ?!}U!KxvIXW%bwa``epHQ9K#gqg*Y?=(E>Fh)f{%TYdB6zENI$!e8%fQ z*SLoql9~>a#CHER^ zwF8ut-A%C)JSz`(5iblck4LBC;#MmZ)fZQU4DeIqExIu)agVn$BkxKrK(Heeb>N_v z0SC^p>l+L)A9~l^E_x=SbEo+!)b4W!cwIR=*Lt{6{X+ZzqeafX9t&k7q$*lj?rf|6 z)^3NIo!b-jC&v5a7Z&Fus)@X8$BdTPMs!j6rN-F-)EU==$f>bFir;L)KJ%Qsq6gZ4 zRJ2sXJ{ilm9&8gPqLi;#Hm=MK3MGw+OHyiRS88v$v!zh`T^pL)?w&&0ce4ZKKb{#c zV(8S ziLmgXut`Kojjj86WeP0taJX1+pK9eSjtvT06>HH3{A;cJ|0~4@yi(2~W%}S|@e(PE zWJ@hj^|5c-Df>ZStVId~jmu|-D1_zb zG$4#fin>%boZNjh>}Gcle%+pGnpGF8&Ozo8J~pDY_nazy;6@&7K$5&9Vv>(Gi!iua zenyM>dqS9TxW<6gh$sp-3SVJ?{}Q@+*QH}{3Fc>FL|M#Ibcb=CGKWYNk#8rE{dZ6b zm@|!5vg;AstS;t?v;*qNdcr2w_Tab}Fp_fT#69yMsI>*?4+x6pXz-f<@ z0`1{efNfQtUtj;4$vyFj1*QcIBJ7n=vkUCVr%`mWlnthty7#fyN~dQ~DsLGx+aUj_ zp~e>+=xVVLmjqfY4d71Sgo#)=yOvGnCgOWiQ)`#V$`>k7*l-O${(Q{GGIrzN zX9gE|-~?GaX#UrU!UVk(rGFSe@X;zA-~R{zy|WSjHF>WM;z8<_)VPZIg8;f=12rQ= ztjb#fC-UjAQGy$+ zUcXj|)3t}SG!UX^E5u`%|Bej|8ay!{Twmk764&gGX$XFgWWYpGNjH}CwF2VMX@qfZ zzP{M#@l*-sx2*0?m9es6B{Xrlg((fmzNM6nK z2M*Igaf2qGO;|-GCc!9BkLWb9dnxdIHO0n6?C#~^d`;xxw0X7Ntt#sGhAcV+^V@Sx zRNOg+5@%A*>~DV0gB5-DKj+Tsq=G)9JjoJPo9#L(>;%OZ6gTnQHRM`DL{yvTm;yr1 z@m(DL7CSwfk1^pYR{s0nmA=0&`C)z6){JB$(y$f?94H5JkGf%#1!Z&4LD zJkbAsw$@SfBH(EK2|nHrEid8m0({v^Qpm5eOOaww&DPnAOAtWCHv?SGs|(x}vXVTsG#bNv_00 zRC*fU4MfUg@F`%pBMW%Lj!{Rd7m$zqb|Ua5u5vwo z)Jv=)9(E2_`ql4LuTuz9lZh*wF2lCiFXpL1F1s3t_yf(H4D;p4Li45m&b!@mw509M zXFVQer>ceaqB7X+KizB)ezoj{V&Gm~Z$2IQC@|jj584UCtxD8I=piIYXe`C8%Clp; zYr*Znt>GeLz(L8$=cwmE%x9_ejRea6_~Qd7Rti&t{ibK*Xx{w%TumD+U4a~cgs<{c zPBK7Ck$auUtm*0Vc;iZ7y5zM?*T^~l8=Zp6HQUd~JC&Pb;!CiP#mV00MiQ8WX$L9Q zrYwUy@Bi=PZw1H97KQ{s0mo_;f!@J8cKq#(@f{&Bk7~Aso zr3y056st>l_frBXqhF;yIQ}KS!TCx_ts4ODMe5ZY?===QSSxrKIPb$#?fkK});56L z-5S)Q_^A&;aCa@)4cDr0p6dj=Yp;0 z)tSHtaCRCvcj~HC=>-=c)1O{Bn!_os@r#97@WIk>R#tS{zAcfQ*6U(Y~_lZza zrV`2HvpH%r!b0zLUM6`9LsfW}VjU*n(#AusVq&VMQ4havZ`Q2^eEv9O5m%b$nZ!@7aaA9QPKaM;}4f>=bf ze8PVM?WOz%^!%8AlQTUZS@t=b%>?#Ln}#BrY3<*qo;dn+q}ss74_lLPIiT4 zb64k}blppRYiUrAEbN>D91a&w{06^Zu!D1Bub1?`HOpQaO@`{Qv?%b!j;+sH0w{?? zl=M(=EmY-|Nrac>!3teHTFD_|?ki7!=2Ua;q7SHpD zeoVkz_(J}-CM^XAz7?yMW@O4&E!qfm$8q&|ynsYZYFf8)wyO0M__c?#`x!~O9ES0o zjHbG*_zVV39+Syo3rBkz#2ucJeiU6qt}6WUm@KftkFRobg}v3Rir^H|=f;tK0plwa zE@nG5^7e5}RaB5BpUNhX$^kU_BUi$=rD#KhZ5ylkd*4t)abG&&7!)kldA0&j&eawBCAo> zct6?jNt`$J!-CeJ~6rR6dw6!|7NH4p%yDk!C$9;r8K+S-i zsPr1~aY$77rk>!M3QAp6{aXtZcwuf_e`aI_c3>jvI)&ko|f_uNAwsQ5lhqCyc{ z8YatdX$++_kJ%-mC~5*b!aBTFWlF#MG32N?+|^`Mde05r4;QPiW&$Vi9G*nLa zk-B{=Ftnrg0aTl}U)2xCx6z~m#Q~n;%zV6qnSKO)90q+nFEucXJ+G{296X!Ed7_Wm z3(zCpoSRi9aRh%7mZ7K~|0|j;56p(3^uJ;o_HsLDgLghY=Ee8C9*G;k`0G{2iph^#YRf>yZB|Dm9s6vu0uIEl zWX5-uYGhKBEaVU4Pd6ineR^z}5xu4MUPs--{z0Kak57#$4`cp0l7bs432sei7>h9i z7zr(mP<>Oci2texd1Q`I+8UyihK!U~$%|UmFSS(l7d5|1!9;E$CE!gtxx@;ydv%Sq zakX5hbclbQi4=vZBYk!7^wd0f;R_M{lWKL-B$bzMg|lNUJ4&8{JcL~{1?B_QoFYL5 zp=ftMQyMCqhIe=Ag4T>O8903JYEoirMkUL9^>WBr=L$&hr75S5kw)icKelE^-7d64 zxgyRi7g-j8sxN9(VK6d<80bYU){ zN^%H$ygDL1-5k^ZQJF7myzZfH>Eqz>XiKQTOAjjvU(a-1+vSh8?ify>lHbG--(ye4 z{wL|Ax5S=rt zCKPI2YzCYyPa=I7yM!z!m)-_na9lp{XmC#Gub0tc`>2mWgTM_EgM)Xu!mmD5sZ$LpeC-jpJXu@n885iLI+zySocG4gMPcT_)>#dnlY134va^TDpB24BMGjFeNHR zoy3PoxKdoATvS?dy|~wu#inpz9^77l;-U<9do| zf0$ATbuU7sN*h19{txQU6n;-Dmb_ynky>2D78pd^j!3(zr%aj+lXf%hrEWw0DG{|M z`ly~9k_oVIIT3~#$4ZIvlO%U6aG3-cn3&X!lC zhS!qTMM2wd@Sb9gm+t}8b>Im-O}YMF+cjZDIe(m;K$I<|x|Ca{G+y1S(%1SWf{}5& zoV$JdVsVi{4RG-NYIV1JquYR|q6+KGdP!;0olYYYLHnALFB$Ac)!<^Fo-dWY$z&Z< z6Mnc^q>fe3N#0e$YqydfzNs~n=(k!^fmY^%3`;W4)2~-L(IU{G^yEIyW0GKSyg>;u z$j{_JDpQxN2v(>;6bm}Zf7J-g9;r%l+lknb9A|$YCK=-MCuyJ9s()ko3^t11gL-wQ z{(bJ>3PbDU=^q5Ze!PQa6)fzied}{t4=Ly@LC3~APO$AE`gE#nl{(B)?%YYvgxpWQV zwVl;gH7ZM!9i<%5Iibr#;xH6*t)f6lEcZ=bZdhXxiHz0^CO{f0tQszc9uZnCm_fLz zk6*(YEA6VB34%9-=IPD~eU3Uj?%X6VT`wBB?^Iim*KJ_{0G~+gZ8xJd)Abggv#*o+D%{FNexEWS#KdFlyO5ovpep9iLg*<=55X9Hah=YVTuCG!9s zSZ|Z{Qf83xUnh+OK_d(-M*XE+5bn^TLs0z zM%#k8Ho@H;0t9!L;O_1gAh^4Ga1HJjg1fuB2e;tRc;nNV`!M(Xr{=Azc%r+$Eo(2? z*+^y3ve9@i`?$-C-VjT7d^lhGIL~`)pkSO7ewO+;zL{Vy1BQ^k<|BOU2fW6E{a=I& z;MHS*0kN4u0fHa47N6cAC4`XA3}kGVe`f~FyvpGkw1eJ<9;O3{Cp=4}q?pdDfeoYF zNM}|hB|gg+x+k@gcsr$Ig}PDRF>i2l0A>)WFbKrrPcJ~`^2^0;A2h6CR%M7EFr<}m z$G5=?z``ZYnuutRK$0G-7q&px9ow(I*v~;vOh_+WhrZm4Yd z{EQ`b7ecIl4NC+YYmEd)4z|XI^p<_TWE%ZmsA?fVo*HPTiD}9t**_TE4apY!n9X5~ zg4BRJ6RA=wBK3DAN8e-jAPj$Wohwxc7L- zAWuhX0z$%=^Q+gKp4%`JJ&u3L84xvY=kWorW-+(EYD>-2xTl!!F99D{4S8qyCJv|% z_{2WlzEe5;kF>&1W9j$L1H!N3Gr#}vxKqq!MKCD{4wt8Q6@yt^J+JkKMruOPA6u>q z3gOTne_$Jw1O7f)={kJkdKuQ$5^|>=R8S-*)W!h=oi7fLicu|HH& z$adr)kx7T`WRvp~2&d@}?Jd8DU)dIR4hYCvs*c3;yIN5)G^$;_z--AQ_)ZcEw#c&C zJ`}l0nodIPAWf<@!nx?We_7-7)x1I1y(qFiO)6y>SDsTT$@kVfYW4@LKdU_L#RdWN z;6$Rgq394ykU-$@81*p~N28xR{5%ZMyNMPL;)p!MX85GN!6sA^s&+{`_)ZK1=ujT) zrbs(ChV{E$cKhvCGlG8?<=fc&{vg5_ax_^Fdy*3Q)G}XlHFUjE{o3f5AFPWa11H?I z!(<<@oWZkEs!Z+p?4DR7jEM*ZoVSn9vZ+$fZ|a-ZRz82$K!2ZXnYp{JnXoJ-U7wy- zG;nrnn-5JyNIf8x_XBz!T}$!Ddyk|ue~%LQ!s4VZkaRq)f+>YcyNAMJBgP~?v3lZC z5Mva<>qa?RmS*ICczCqTO`3N@Vc%oH&G#Bt9QM-)1?sEJD};7^O!LRjvu#jUcP`90+P59z1UMos-Od=@*4S!P{a+`{ za(o^KcI7npJS)u_!#4|)k8>;Gh6b~lyCk_UK}6f0`#*XfAK$mq>80#(S4FLj&8M?@ zwe+3Bs=qKC1l&5jPiZ|q<9_TJX=A_mR}mk9L!1ny11@Ubn!sJ|eI5KqzUsV@9yA7L z)y3+-7^Cjic#n2L5!N}~c1wCZ3mH@fojUl}Zoy}FUb+rb)36ylo!1bSwb!P=G8qhQ zTsYKwmZ9{eZfqXE&JOr8#k^C}P&o6r$Dm1G6IZxl6YHc{KQg2F0 zhec1SFAh*;^tmTLkPNmYLAf$)C7mW3YG28H#!Ij%p_4=hj1(i!2J)+mi&A@v1*)ei z@KF17XNX~WebN%2+m&M^5aI-%$7gnB3icq%@HRb<@|Q(@ zWcR(_tqK_mG>Sm+-{%a!9v>;Ydpy>2HJ z5qWm0Ra^)0bJ5jAeo&3W;dLXZDL}DHV!&OUZE+K=pHH8wB~Kxm@3vv3{uWP>?P=;0uteQv4raw8&KNQ(h20$OC-f zT0TH9z9!CIE`WT!yWb*#$$h*LP=euKw_`$4fT+HT?+Tb^sBEuZ!mO%ZfoT9_<&qM+d#m0CJ0rheY=;L+^{{(SEpl2=bdJ1?Mo}{7`FeTo zd-iq1e!-SGqpqhn?UBerS7B*$md+&~g*MblBKvzM`>Igttqu;_Fe7Tr-n3bf;1Lq^ z_h<x8eH@z^mn=2F1-x!%xF~9-Lau;sofCkePvI;Y53FNe zGfE+eXHQ4BAIx4qYX8R}3VgIYGdG5N@46l)H1fUvnrD7ruYY#C+y}WuB%ti|^moF@ z??OYHhR{ayd?rqK-Dn;4!RE;0ZwPAI8DuAfnC6v9uu!9EZwm`-YOz}}e|`C;u&(|NkDAr;4kS{E$^XfGn8FKJxgSR6D^ zox9z@DjA10?8WP2NXFp{Pp;dE2-_`MTP0Age_5(UOKT1x<$565X*+1jjI{>3WMjh>7 z!9CLqWuBkg>O4+6*p4bY=0Ul3of)!+jnNE|k|dRgx(dW5FK{?0PDjr6aGB|0^{U$I z%QqZ6__xihCv2Vp*RWF7y&PMT(;ut}|NndFGyB`Awp!DM{2fh|OZ5^){JlNm2`-o2 zZR;L(@ZWy{FKB<`8!Z?)2drwjv*E))prnj?cLOVNZkKmM5t0x6LOmHi64Jkt{uH)jM#Kz4$Wj&eM#BZ&^}^1gs}9l8hpx(a zP-DPpQ!OPZQh{mJM-$h7>`tSC!n6tBT<`WShXzh=z8VwnE3QJuJ1BPP)IX1&NYSiM zu{wirLH9uB!oLdk!~Hpvp~X;?C9mxefg6)W5asj}2^A^`8LF1&WAc0Q0@T<*2QtS* z1PBX#*))|#&iHJWY6o4vkHDNk004L$+O%`k}kY4?Y;ED*2x$X zf={_r=Bm;HHQ-=heY-Y1ecqqulF3usdJbJphu9wCJ^A4Q9Q|IO+USmyI zAz-r=PnhzYDe0skd|6Bd4gPm0*L!#^c-szW5po=Tmh3Nj&5T9TxlOW>Nnt5tytY&) z+SgZ4AL*Tv+W$c_fNpFo&>w~#Z*J9(5zD7~zG>geZ8o=F9zpLT!a1_^*=37-4_6&Yx5(S7%zih zT*ejFK4wp6Id6^PadluA2JA>5JzmM`4l-WBV6t>d2d#Ua-->J5{i%oHy|<(B_f-R; z5;-7j)aRUDBn!M+3S))T;Lk`K8FMONUCeQHTJL=EqQ$}8=)M$5&)-qbbfQ-CxreWY zn|9Vep(4R#q4k+0ehf4vhw=01{#es+$JD^;)4|2TzUjW?oMehQt%|WRE7XtA^kiaG zUxO2g;*x$#7bog_Pe>b@?OArX;AFaBT;jge7LTG5ts-DPuZWdU??j+i zQIUqIsK1J?uR42!xW%1xShKkF;?>()5hEFYuwZ5GFU;J0GOu^qru_2C9WrnJh?DQ` zM}sOL`Qu<9Uiglp=8SJ8$8GMmwYGzWFJ%bF2(KRilPrK6WkWUIT0ZmPpVL#KQTE@m z{5sPMc;&af{DpsZv^F!- z+75d9mdNAn$w<%jsV%6p$cd8n>D0naxkkZin22w1 zlt&R&l*W*kbG`YH$$8>g{tztsg2(0DZ~TRfI7AwpfbCcI5(mBRUVg~(#Aunh_hoF3 zisUwVFwU! znr9rxSE1@R&aOw^lKcI4Q@{bd{ohZ+eRxx5;)-UOTHdP7Cl-mx4_VT4?qXWu{Z@+0 z&35sgKI-yh*z7wA0W0}b)A6~QBt_L?M_y{vqXT9>dJZ`I|0i1K@!%k?ey>28u(?MQ(2 zBCHpU+SpbL*JQ^Cqf>$4Xb3-Bz~BP80VI*JK%adLdeyyF!il?dM$pTI9=m-cHV z9>(*fSUJ*C`5Nsa_fisTCOP_Q_zB7(@8SBeJ-^^ur!>)Z31`>d1bfff$g;5T`ztcP z(Q3C}2N|j&31ba)dLg0GcB{vS;YxKa^)fMP12bM9?Jcz>Ko+83@j!sD>U`nrWx`+$ zXeh8SFNw`Ilm9_b_UaH=-6z-lf_ZeNvcd)Oc)B_K(sn-f*Hn(`hJ`Yd)$j(hY@FKnXH&CwU7Y70e+0|9`PQbDa%Fp<~g{X&w$<=RZcm zQ5_8hoUWTg)^{QU2aP$X|F}7?V3y@+gKgCGC>>y-X2<#sv8fQ1gN=~F`^#;<&Jiuk zFvyF-b0EN)?o`i{2cro&FEQ>=%4k$@KA*b`Zo-cUc|M1fSrO+fjeNRTZkjQ&75);> zbtGU@#LMb0bCiS++I#uXf<~32T9m*u5($M+cKU(KbQoH2F8ZTXS{kcSGRP7G7XN9G zeIjw8pyn#*8v4z+v)v15c*!KytSrKXiQ@RIRYv-BkXY5OWw6j@3686C2zXpyTl)Us z=QD~sjWSbeD5(9Kg;wXOE(itqsH6ZPjADSZYgn!wgQR2IqdMT92g6mri=Ff_U;qlb z+@jnza4#EJb;+psza&Ah@(H;y-8!{jE%>p|ciXvUhSu(z${k$a>@G$e+6i>N?tx<3 zj6W$5>9Tg4o`B|4DH%|~2_bs;=WZuRy<_GM2Gf}^`)neMFq`55Tf|*;4c8?PauMqh zl;&vq25rvN7Dok~R|k?C8K7u%p^#&&T_6e?uOXy}#@P0q~!*tCo?U+vDYC zq4T;_Iu+Qlg;hHvN#b<@yJ=t?Tl{y5Uxv%h69k+uwq27bW}Y z(}KK@)#47KC>9ZoJA*AsJqC)R4YlsB-=Rr-@@07C(O~AI=M5OP`h|+IaYQQMvWlr1 z$xtQfsCkr?#l2NNNh0{p>SpBLMr{^#)MR(o$2QKm>P{Hx*(0|CkUpcYH(d1b|Mtmj zJDW5Re%j9qOwf0vBC*g{(n}PbPT-8(-lo=9B#(hdamX{u?zMjcw zS}%5v5RJ+-ddz|#sv{_ovG7351{NYXppBDNTPmNJwmlgF+fEFWLIUY9hDhj)yx;=q zU*mPZ%RznR>nPe>;Iz2`($rb5%kV1niB!APVDj1L^h^dE$8fKE*v1z7_2=_Ts}&O6 zm*u$@4huN;$*KLUiB#WjNAv&K!lU`l-*%x#@du7m6a+X_J zNa3$>SgG*9`RIZ`)DVY1a8`3CGkL;2q^?)O-~#ZD`YrYUBY6CuPrj7@#<1u2xzmfP z8X@0%YT7TEw{zL|>&tp$(57h{c+^m+8%0wp9j$&&wnj#`7h^3a zDPDuE)&>JYZ7-nxc;UwLf~tpHzmMBD+ACrIy;jiz%CflLPFOM1-{<-#9qoHZRr&p~ z9OB3hqwQJVm_Oh2HCEHqTK(@&mt2mfyIQ3bCAPtu-cWyqJC_Cvo*$k?F-~hDos@Bt zVq@QLBqPD;8s{g)2_+#SZb_$k7oxx2j$~lSSi0sWHUuAM(ONZcf-L<0rY?w z+l2p#-Eu-3<$xRdil|f#DwI+_z#MwQOC`pOWlD@V86&!`mJ|+GSv=rLaNg#E*f^oC zg=s~lufaGctOc7>27y$4y?37EJS?#PSen;nZVrp{m<%rnhP2+AR$X^B8HTyMaI|Rn zJn>qzanrvXmR|t41r3~tN~X;PoA@3kr-M78+wZMmZf`Itt#e`hYWfNp>t1c1 zx*=~D&zK0CdB9%*k~3yPIYmAsKX7(zd(`(!rt`Kr9IOlFu~#rPW#rwt?Y> zkovM`xA}0!kZK8H%TJXD^iAQe!d%|J0%uMB7S6?N{aMexbocbp_8%I=K9gF`+jPEY zHhh`0g%Cpwv0$B$-&68$Y%cp#qtMmtZgWwkR-@=jn|mh2ZHLqIt|5;V>#Wb9V6DX*pH9F`RfV)mVa;vMk0%awE7n0DaOB|+ z|GrdQiR&>&Vt!;g3NhsqUJ-32oM)BLg@@FPky_d9y{nRM4@$w}S^A1O_LA2r zT(;1;hS%>`@Dd!VY>dBp@W}#X+in|<>9YV*AoX3et8TYXyin}(A$Z)iK%IFlzW4DX z>pVEdFf#}4pTtKfggxHVg*ej(*DdmBU?Z}*_rNNcp2hnf*EZ4!<9n!YXtLpwzm_Uw z{qrX{Ds1|DlweDyM#>*+#wKFOGS8N6f&_ls2{uupoIp(@q_4bW>AKHJxD-UqO61G- z-A{kpKYaW@$ZO`7{x62!zXI-C4FF5G9s*nh=A((tYu&!Bgu?>`+BHg5tvE! zgaAZ1@l0FIT~FD{`9at`G>$ySGT2{#O9ZKWV=DP_pz?_?5UWtXG9R)aiOQ2)Uh^su zOkIM@u_1wLKm@C?kXNpBQLhLWv&Z^Y%;Am-nZFsa3GlrpI*{(B=ok(rm#YsXKyQP^Zh}{gAWB5gRPz<8KM;Be4Q6~gv4S$*jZ}}V?O-g5Rw*uzgPG23 za&dpC2CF(DMS$i8DxYEuE!gE+w6$VSCLxZ3TRy3mJE=nHB_b#psYC`Qh&Q!-%YviL z-Si?midQSn$ZI`uefhgCe7X0-GB9z12jsEbVwrk!%pSsg`-Q(LRu-T7>1$Vm1p7&EiSo>=1om~guG(rQ-(9yw zX~Q41KOppOnv-|v2f;W9)3%cei6Dwbm5~C=BO%49uB#D(1x1)@@@sXh`k;C%HSIFe z87pOIdM=6?6gnG1DsY@#35f)%eAwBY-8>>m$>H&7_Zi6~?j-Zy59=62o2)N&nJ%T0 z=Ir4Qz|-C(B@W<_97ltRXNERG^T&sa0_A^ogiBKqTJo}4Js(QOB|RZ3NYmWGJ%@E0 zI7WW8jNta^_6)?mVS+)X#EJ7eS_L8=5Yjr_Rjf^tnWy{GbRlXtN|OLSAIo~;{q&|b zwj|#G1|y_Bb71kHe}~ZJqBW-Pj(rvq^ESCIQzbjK_h1IjDzgnlHQWO&E>Ve zS>$oW(>;L7q%ibT7&%;dl=R2#JE|Vae<5u!sEzz@6#H|GxY)E#NES;j^KI_(xHN)} z73Tsig8Nzwr&+D$6aZn?B8p?!>*IKr-y}#7UPlHUDJu2}7DhaEzMtP138%Lx5DLlD zU_Sj5?`g%I#~u`K^(xaQdbk9xlFoB<0_{&&B7VNy3?5bh-aya&+}fk=wxH7^FH+8O ztOvz6!MhXkeCVi%LkN+Q$}Bijy*~zjxa*tZn{nK54Q7c&SafWRT3yVo#Fki#qcb#c z5EcRlwiv2|;UTq`&VdAWiU{1@agW4Lj;M>222dfsee371rwF%jpR8`Ruwg&?J7J-c z9i6W3c=-$TJ6Ya?PmnF@LvyTAGO1Y0un6IHWI6lTk#F~qRYo0y!B|TbxrCH09{5p@ zIlblULtj?eZM8i0&mq4crX$T1%-A#OH3NoS3);c<&TaRX5D%Za2@fw!y2+btMn3cX zPTTcz&B3#@3<8_k!cWK*>{|?+pbT5Ynid7BPL;DqCGEHDXE(?N`*ljQjK+^L(Ug#v zpUUBH2=Ry7+s+*ny0^5g5730v$v1%dDHU8{ewiyo$w$-3E0uUHau?Tdq>)MS7j2zt zW*f3N^(~v}vBx`&D}uXkuyBsXf1flEWfI(dZHq=Qh(&Qspdza0MFD7R8uF;V9H?AL zq=cjbiawP~=iT>Yz=sESIVS`PgrR6YASRtS<7&nN0bUihS;?ke+oMuiDJ8FKpaY9| zJb8hV4nA30Nw=GS#;$-_O+@G*5l~`uWTIX9-^ch76_H~REyvPG0qzcL#Y->{RcOesHzLUi-)^= zz49nnz7TDU38s)Su^_MF8B0UGR>DoJGMw`h^tPj1p!@_#RUotI&DsancGo)Q*DaeI zAVVF|8}lKzBR{9L+>N}0K>Oh|U&T1hGY1LTK4&moyZi|K0rM-i7y%_H8+VfBooS!b zcN_~1c9DJAnEO)R?+dv}D*>)wqqStS9&>Z&>00OdM_90e-|bUDAAls<=2;agYIgw-xb^MUrGMU2daOEJK zIwG>-`T+#INNio--ppetw(4-;GIS1eWE0}-HZ>jkZq~Btbv`{sYG;{@Tuk3({_DV~ zv2qxX@~k5y-42z_W#KvtCOb}65`30~d;eBL{y&NH;HE4JXSrj9Y*5?Mv+Hwi79nsH zH<2QFmA-! zS>y1nhGba<`l5vpbjRi`H;cxK8+5ziXYnmczb1nRi^(KhVgCJxBT>IR!#tkSq~jo^v_qz3A8DZ|>S8Y{MvwHa3#6OY zU8lpAU{lY%jGwiQ&!;8)#~aK7V`M)YgDuKWBR5Afm0+NxVkpymz+`J3Vzn}lGaRCC z@_v6pes|SW`45)T%gqAK4!i=pO+hIg9^9&x!6Cns{M6=Y2hJvn>on?hS)Kfb2~Dk{ z(Y)816Flr#_wbQYcFfi^|N5i9I0l2Y9Ht1(H30+q)2vc*iRS@;Vu@~+zLp`zt3=aT z9u&;O(m6r~tHC8jE2*T!aeez0gFF-i*LQbc1@}3y`X&O*H zEAWxu2p%`+J#}UC(>gkzQeCmmA6PqP2&@?chaO_sp*n1~HJ);W?ibaDe|G@2S%{;O zsYENg+3v?%HZ=Nb5g1A43Fne7F2|4xyY_Fv#lak@ zp1?9lEkS~`1WIIQ^TRyq_Aozb?2@Kmx15Oy5i+*M(&yZ*`})zi7K?kxq<+qz$A20- zNK#9;_!@t-g#~=+>|ujGMvkIv)pSow9p=ono4GVARDq7&E);kn>s-LnIIIN^gYrbP zLoYK8Wq$`$b3D2}=r4CMR!^&UZuuLG zXy2~0;`m}@3D9Y|TiNdzy5H673;2gj&X>`M4F(H3g(&o==2XOu%*$>4wlnf-^x+t8 zo3=Qg5wneaodX36Q~$3{4<>5=pYeUptPEfXeE9pGS zP{=As4z>bDXX?!+kN|D|SNB(>o_X1y)X;ExCn(1+zc)KwQ<>&N#8kkM*)nC|-YkVe z1r>=yCPIwH@llRydF}boh8ux8e|6Y_6K`UhgD4?GLVFW_eBEu+5X-0opt7*S<2@AG zM2iC?=i7QjMr<9Vx5w3Er3ek+kI-a@*osFDWNUyz2&9)eRXv!F8R1MbzgUUra zNd7jJ0if1_VZr34C35J|+-UoznQw0kFJ1mR9zHdwB)+rKf@F4a7^ib5Mf}2RPkndr zh*4-oMJEHrHj55QJ$@Q3UX&Z0o3>jg-DVglv|3lZR;eA;F@JC`_`7Ftnn}fee^~-c z?v`6tNRNqTzm5QO`UPjEv83p9RPF5?vRO~{l(uXn_>i*vnJcE=nJv~F2P7ECDaEMI z;%B~r)Os>o3NTRXGLr>+cb}=%MsKnz zP}fO+f3GoEGi-A+t@_M^CK0&e0XB>+q^`4<`c`kvEIrOA+^GpiUrWSadEM_IZHwpZ z8v^Mq!ugZxSW5VL4lIvj7hxNvco-|nW+M@1J{ejiLx0u>Qezy3?-PbM{4jccSM{=l zmxd%s-NA;lKO}%X{Tvd`QXXL&0R0E0Q^T?)UBXtxI#xn$Eu_cq)n}cyWeUM;{h)b^ ziaShMfuY#zs_XG5k47eUkBkpo%m@{`OmMAuI2xGofT^S+r&~-w$y-+h7>dzkMHs%o z;_{Pe{6;)^<{B@!VQ=fAcTTK#6O68 z+g})AzRDH6n);KYcXgLi2O--lQ^aPLs0|3~m7)A|dy-qPFd6)Pqf5;v?ECO{hDS;w zH~4~pO5fX)zdtl2sUWoaw+4Lj1fC9}udxY7xcD@8M@nRjQYP;f<~kU&zHB~J=QQMH zcH7<5Ll?o*shKHc%9|eOB(Q>)&YzL1=1h~0ss7+8UN=C#O7*|LwAVkz*~(d9uFqxL z&bEhQr_0y@_1mF$+5P!(L)sn!T>}|vpHQv1?1Wu00g`4R&TEy{Y&2$Bb&Os$tzHAz zAM9?lh}8eJU`W{Y7w%!8Xs6*Xo!+bL4X=lZ{>|mvoFha|on5u?07&;NZ=EGf8|oR^ ztv}spQLq6x5AC;KgGJlT5nhK|X(TyV2{%N8O@4%Jzin>6fvpnlax0S<%y=za%fBj; zE2^;t17(NX@_WJ2EU0&C7q)d^8gcf33yciAHESJgyE94)jX|LHPVKzqZ?;~pST@4G zMIPM-lc|>F0Ay3s2$-+rW%+G9G4IWf1FNf>87Zc!;@Ll1VYh;X^NEL zZgCJTdCbOS#<2J6lpbrA{?A1(rConKHfH`^xL9fY_)A~8@!Nv{jY_5$JXK> z2s8V=dC(h1_ma2SYHIYSMw!-k!cCmTBG|oAckD%Di#V3$RR~JeuoG2krDP0ar}{sd zKaV(Sc)i@i0yYoaq?AZ6=()l!>q17f$7Vb!6TTmdZ;H=GYqVp`Au10^t%@VEE73fr zJ%MNXC>`c6p-4jfI!HKc@*Euf9Cdasvk84caM*z3NB^tG^AD&3Xwh3EMREiSNc2!f zk+-1FDvDq?V3ydvFNF9+{v=nF%w(fd-;FhX&dTl}wi3)%%2$qE2g|7GUbpY`u?l27 zjClxO|2>6Z&vTHARv^=)x=J?*Y-K}FEXFbn zR?7BNW(Z{H+#ojkkSBiInUE|?x&gHP&KP()u5$pp1~itRUp^q zdZ>?WqQ9OQcb^9kf@^GXIC_4#H$`iZmo>v+_$!To$rTQRzc^p2L z5kh>3sip*gZ?0{ay*7hGQTBSsn(I1P@cnj2%`3yElb@_iDI*h9i}{i63N*K>1xhtfTj8&&0meM--&$)L#Y8Z&p58aE zMr-~Xxk6NHTuncWs$3b|0Zl+zh5!tU^3iWefEu8N*BmaC_d%jmCp|ZVuTqE@CS6*A z7OR>il4PXlOV7Vh7n9+@$c&}RXw(#GnY{G7XaeG4>Ik$NyKt}PySPN+ypQmdx*nE$ zsGME~i(bZAq!@A#bv2NgB1#dID_bNE8eODhpZ7mGDDmm=Y3lFcit~Z%etfU#5>~4Q z6ZtMpL@CVBy_f~xUV(-f_Iu8rxwQZsn0>)0q&yn`L`E;d)P+Sm8n+WY=ZutLv(Apf z4QW(P5M+&b8 zv9~wxcP|4{>G!%qP5LYt_E=DwG#-!181reWlgH$?dYPcxdc<#S8tI|}&-ccL>MFESSWm!?EnKgN zo30z{Ysd}Sb$Ux?NPGyzONpHB!N~QsBYICocSy_1r}nr1I2d40VFh4~$*`qspwM!7 zA8ajfpY#KC_3_q&%C(1%hAuhgKhAP3J@2x$ZHg&xs`x7QwX;*`<{5mc_IH+i23nbT z6kO_)Sy!#qTm%_u%VXb&nLw;IvP}~g6U|rFXrbhVSbMh)PxxOT6Gk$V!b17rfPS-w zlv#)PwKE+VANCcKvD4{(5n~HUvT-hpap@rYcElY^o}v(t8z0%x|~mle==1r;FRDtJI=9qFcRCz1*zH;FHSmg2-6po*9*wgG+0~*g`;J zC(JWv{{=6d!Q=R_BAxmCLDM;(iS%zW!T!GV8A9N|$KhdUY%id2m&Ys7ZMR5Li zeemixnlL2>HZC=E#b-Bl*%M$@2Idp;K664DGpC>UYnfK%5Ec!)7)cmMR8UUR`mUk# zUb^CsS{0#N8G9%WqY?j_^kFb4{$R9N`Cr1IqtHK4yz4Mc4}vHGW<1a^Bp?+89>kGE zU}^)Ss8**iehTP?Qk9dH2FAIXzYfn4B2yvW?hJ-}Q;;f6xQsjqdq5s|_HerzPuvNF z;+st{(6#mNj5~m^BkNtG_G|bhj9dyvO%-@>mxZIXo1~?Wpu%M4TEfj&?`^VkHVE9 zbIixzKPe>OHL9ML7r>K>5EcaRK=;J595T&5`g=PF!)e#U2a)D@b9fz3$p^S&a7~cY zBZ=oiTE>Pcy+RRAN9`6@a#B*5Nd3iM9Mr{wY(?E4cSYp=VLZQ??6lwii<7Xsi|3`} zQP!*XHCpp*zrh(8@G|PI*5>E@!aKgX{PTg}%Rvu}``!X(M|YR)_MOmdYiRmdi6%|I zwiwm%WF~t}z|C`r8tNaL?X}Ienue>Ux|L6^sCY5xPUseJDj+JU3R&szGk3Yc-9uh} zN6&Sa+87gG7p=!tz0p5;q<=vl*O1BoqB6R1QdOC%Z=`VmtyHC1J$T*CFh6{ovabzK3 zU8w@l;&cv$BL?@Lc2j43eeSZ&yv;EUQ1 znp^^ACn~q={`=gAT+4;;2vgNLhJ@u%lN1@$s}W8B#Mx6Su5g`Mo{IUL)gWigVws8cBYwxpt^q@K)IA0ksPq63&DChR8` zAZlQ~5Ji!a#-_2Y;I(zI##Q)y>WU9g${lKZD`5I&>~!{XxfAth3O~nXVwFix(QXb| zaLK>2#wCCIZ27V}vqB{1m`%CAcE|Fvy>IMH`K!6x9Y!It>JN1L zLqUbHcTD~oO_ith9^O|;ml!YaLPBo!E^Lx;U4%P~Ep+a9bHz4szio^TZDqN$yG>T2 z3^HkM=2TM0mHIJ7?pm_foZT5Wmk+s(w&bjPfKvOmA3+t-|D_giLLaHX zb)$U*BMPEzjP%s9WJK-Ia{z*%-Q;*lBg&y;q#fNR2%v57s~Egl`l(03j(^VaSohft4vTFgS3e zIS}RoNhoRbEahfN!=)2r`V;K0XKKwTR9VLca)!+Uo^I}E??S3BB7gYn>3pm=WxjcO zEge(>zAvBXm=N*)4U_sJD-fk-IbYl~=HoCUm}DJ}yH)2v%7BmTqH|O~ScA-U z(tS`G^%H=VGn%|~r&_8}kqSE|qjpdu-^F(Bw>`rWJ^Zb5vd#vP+Qu1H2KmY|8#H_iUnf-!Q5z2-pq>U$w0t&n8Eg_?k zyJkFr#FQs@=J^_BU5cFFzBjmYs1?#ew9Vm;IRQC3r!}mbkuSyqiTx5fdXr1@!XJOG z?`l4G9@5~j7BDf5>Yj8gxAy4|%a_)Am&38kF({<^MXNOQWft!!m=is`YI3CK&jFwT zQgF#d84_cSWK|{BAq=NY`0ARn%NnW39-C`>;~FGE15QxgNk)xxkN?vErz)LNOCCH5 zHGYSo5eoa--vfdQg7#ANZdd^8g5|i**|xo(mzNK#H#l+9ho{-Muh1 z)>d8Tk%8NumTi9@XjhM%jt^u6qwUC}$;<}-x95K+$%{n47vueK_xOw4Yr4BqC9bG4 zW4*0JoBGe|GD0R|Ly-;YO_kk`Cq82rurJKkDBU@W?|0`Ok>&V_+#X}*Y?%DdI27E5 z5=pxZhwKBiO4tLs07(}^AK>yYcVX>& zEI6R=$Y8`H$8SijMW@O^po=vlu^!uJJdl4`8W%?Rkn?le1TtIX&?+;k48PO`;}86t6%3M0=ho%g;al_ z15NN62EUR?>iZg!heSUfFNpSWW`Je$uwE7Y3P17U(L|8{qJW0X(7ad(IIR^&_O0TC zxBdOU`&`705pRi22CLYH1>D{+96~^T^h!EHjb_hFusGlqxzn0>c{~y4@ROVh9mJ@s zqQAv5`0lA&>f`HHQbCEBq=ZG)9z^)pry%!Ah$Q~Agx>`JV)sj0+>v$+7IkO5~g=S&tbJaHf%jIfI&-#o@ zJyWxFsXTVT-9phJ5@7#+8Y~^bvamcvxfkI0f`&XdR-OvCE+?s`oUjV^1!%*n7|Kry zQyrQ-nLhE^Uh0|F%GJ%pmr38F?pC$=>b^Ir>?>?LF*KC(CjDaHzKf3oXQU;0IN9 zFy36}{LZ4P)0+s7=U&emNd)idCi*g5R|n4!PIi2>3m|(mZ)7n#JfUz1g~Ylph1@*0 zjVImpP>KDl_dy>6TRB62bSxeVw;M~@x%_N5QXthz+41NI2%))h2z!Tz0|^}?zQ=yw z_ClP~n0FM7f8)6RDn>N=E81LTfnBuuo=%OgO{n|BNMXq|#$qSbb5cP;M|k)pAwj!6U8D6J z1>PDgG$VBU!wT?Mp^iwIpXrUnqw8&seu{CD_C~)}o=(oAvcX2%>OifGn{yW$7Y zxUrt!_H5<7+B`1RCoul7TFk0l8{E6?JqWtrysz;v^62O$r{e-7kvcrzIMA-menn7X z_IEhi`t||S9B0p@WzfkwA@ocuK8vLxK=pC3$0f$4;xN>6bjfUg|G)0pUoCeQKr2%v zkUh0<6d|a*y`WLAkZ9A!Z`EQEy;@{X(TP1g{}?PGBMfX zQAiiC30p%0oI{koBdTp293ix#7hW_Ina?w*x$e##@ViS$htq^cb3E*}8h!N5Sc=&9 zt&ht2ga>K&2HC1r8chvde5ZD*l8%Toj=m2h^@cmuM%`}53%}#ZVjQG2G(=cTMze|c z$EX4gx6QE^?f}+glwxV}2pEWg{R#x1h!9s%u}n)LjnS#(NTtsZv@x;!v>|vEh8Y*m zvZN5s-~NK(O#~RYh_zZJ2-9i%y;1gp5Iv>tGQaqpul*#<9ci34;jRUsL3*#|s7YCW z(`2gR^dKf+@72FB7BCjqP7Yc5wU#B}j6mqacl+%Prdq#kKDp=N(@pBBej^3AOgquA z$?YW)ou&FttxR`vwekrUp9^*AwXc$i(Ml5u$0wz4o%<^&bvb{9AB!$CHVQH#DAhq5mPpgkz3lhYm}(;n zT`F+)LY-?j_XLF25VYR!xSsM2$DAQ#juH;}QAnX*00%ixSSXGtc-$FPqu2KbMTGgFG(Mb>}1X@SDH;GR(u!^WuI*vs#zh zVcJ(zw|DsmlKnS0=Wl6@I?f}+9z3^04n1!VYYkR4dM%34+J9{(v9eu!%3Z7#JbsjA zZRhxEshK7cS#~A4tQ;)j=9g|UzJU(*S&hZ%1`Fu*lbw@l*{-JQmQyL%FX6Qpqu&^QeQcL*-QA-Dv$#@&O2 z-~@Lk*y(4VIv@7)?z8_uS68i?_nK?WF|T1B3H}y|%c#-E?39XDHL?&j8TC?f&1KBI zh{}vJxa2aZl#L)56=3PsAKd_RPNG%~@rNu8ajucSI}4QX3UsL`{r7{58;F=U*e!yE z?b72O=q9{GB>kz|-`ux*X-yLNxd10Pt}(tRNnChEtZjv+crA8R80K?Ae5PHS<-aM& zMWjbHN6(k*p%t}!XNHMQs}W>c#85N3SF0WRWRu8EZq4TG<6Gj8J;);wKMvkO;LC4jI} z8EvB&>%JJtS6c%TyCp|DeE9_;w49fIPI1wQ#cj(S$!J3S9vH%2(CD%@J4QO9!_rsi z9dP{MM(}vt*Rbxh$0->!oO?9=UPVd+LWvsE1M3Lbs5TQ7sq`B_vDI$yFu3nyPxT7i zUp@J~r`Xk4H+kpydXuNgk@9s-qZM(E2c^42SOkP=VP)^>Jv!Z@9bGePW($Wtax;r@ zQV_5~)W}h|Ge2)IXJQ-9@{C25r_(joDvW=!r`G~^O8CTJztJ31gzZ-x_eUy?-(=XM@rnLwzQbA$nRIIxf z^S8EC6q3T=yjt_ef?N6R3Ce!;Kh)olW^CA+9{ZRF_kQeRr|z5D23k3Eyej9!jJoWj zfFW;VIfpTSv)o7LUiGjbu8Ur*g$z+&)11=}QHz|vKsFOMAF3Wg2w2Z_N301Y)Rk+0lYC$klUX@LAvi!gR@GNy>%F{E<;Y zG{tbZ5)Ep?(Uq7?R;dXTuEA!IHaN22V1Z4_Y!0PtiJlJx@EvHsz62h){~AMK*b~_x z*@N&UrfcL@4KPCDe+)U&0WyDP{1nqzd2|gz)k6aw{^d>W9E-#sc(1ITc@4B8 zDM%?hpgNsa@pRGcWg+|+8A=gConM}A-y~crN5aA6;)v)`)ZD8zj^VBb7S^aS|kPt(E z5?`kzyLKMRNDu zyS26dJ+qp)#uus|!~P;}4J+2d|Djmt{;!GTm2McpQ)_k`7nQDXSh{?wF_)DQSavzu z&t8WP#I%m2Aq;>yWtdMLRu6y+ff5|P1s(`$QoLb4O9_Sjb4Vr#Vz$FrL2t+gye>9n@CRg$@zsabKHsi-qE4fdlbH!Zf(EvIl_kXbV`h_93$ou?pRuT?0r*E%@I->Y z{))C9EUm6KewJNQ4dYf$p|Ip`{;!RwdkepJW7 ze2IAit=O?}=XT^IK~UiO{X_uO2QR%N54=$#>2tr^rp~U{L(FG#W9I)J>i}b-cmdMG z0x7S9NYU(M56@*VEEqeP;8|m!8Lz&w<5(SMeg)Ph*S{f7;6|RAYJ7$oRmN1n32@_NFeBy!oX)K5W zI={;}6oiG)u(vQj%)y5Ol6bk_-pCy1^0;jl@=MqIIUFP`_1*RNhe<9g>zn(Wuky&=ZvsDLxl+b}0p zph==%(m_=3cR5m%_xldoRaX=Lm6~{eT4kCpYGkwg>$!xRDh7y)DF&(v3!J@K31Yw&nmX*;GU zrYfoFQ9x|CuyWab^eRa-6iCZm*)%p%3t1LTyw|UMV6~2Vni2L2gna*xt2h%f#r@A^ zJdG4o*y|NQ5`mY3cOND+U8e}4l|y#7+x5y0$ zIXjb8(-l>_bZz$(c0tpjMpn!y)h=EWYgl;Nd1o>doF(XZX|)7418{^{D?qI39*~0o z{#(!tXg77>6Ymr0Z>TI*6txV(H=OGTMtu^IPUP0j3M@L#}L`S9z05yk(_ z=$+T8*O@eEDvT^?Gc)6DXT5eNkT#R0VZas?P0vr?&%A78_{;DEm2s zYP!AB+;Suq1Xy|+AOGM?N~VZZNxD2v6^${pdk`O}ea+^W3XbSPn}*Lo;kk<`t=oYs zb17~=aFa;q%XN1WnFoHT`C_Sq=_;XAE|j~B%jb)p<x%NM8zF8<6!Miz zN#8k}P^mzOw1@@|B_xIR98-=ULFX9Jt^gRiF*e}ec)2j0u;}g)Mqw3j{)xXSe1xo# zTr!h}oK3L@`Jp}|%+G!ID0k2769v-X!2oV$TH~Hdg3iN87el}%V=NNcU=ndGNU4EC zEHh@btDiOt=skQcUM0TRSY4+RpDM}wH&k&THkLj0k3oH@;$Zx^?VYBXb(8g}olxFO z9qXG)i##=hnFIdPRq@l(5c{@8KgUb^oH>7+>=-LDTQVCn{zn9lp@%`HCv>_Rf|DFu1-o=nvZg9}i#g$+^LOdBghd>&??$=>v1?-|GK{ zl_~?=vx3aXUOEp-vUK))ThW$~=n(WaO{Jz>zk_h;(h*HtnlqA&%%ZniX~^Dxwj6~c zR$rQ14D2B;1cszXsfCzlSHIid1d)(hsJ|C~Eq^6C%x5`xAo0tj-=-fMOr0Rl@OnHy zanAMQSKWXI43Ng>A#uP3FQdmG_h}k!c3-l0U-nVI;FisM%*c~?ujz_0Vj-|egs9li zrI+oMLqxRk;V4EyODO=_RP*V9!J#Y^ZK8+E$v@*Xh2W;tkHjs6PZg}Bof#4MO%oa1 z8Q%_`NRZxK7U!3uqwLI`k;6Gv=TG$|KsvI)RyN@FAv=L7AiI;>`OIPym6ieSMU!jb-Art=o-qP0=TFLUSUL2XQ!CRMoxcc1nErD2ji(?$9}6;=pAlQ$LX#gVv@+Y-QrK zOfzEnja6jU#@J!jP{S-^hQ{@;zS&j(F4RARN%EIJ5Z+qpDT^++`g#kUUbK2dg5c|c z4cSq-eF&=YaB6V{|8mA+jvj(bx$~KmCJFyb+UK+slVIjJRuMwYDc8Q?NJtRryQfEy z7v*Z*fBPt&2>D?`0W1YNUH-ezdFsZ8Po-sAa7s&Nv2`z$W0rzcb@Q0&EJ=y=B1H}; z*h@BBQ1zXq=};`oFl)kM(9XwOjB|&GYG3vTM?o0?m-SLh3G&TJXZx)V1 z1SB86UsSY2xeIp4GxhlV<8;5fb4w!KVt^*=_jY$bws)(>LAVg-Lcf|*kJ0tfKxk*K zwN&%qxwZL%Y|IB~x7OW8=S|id9o&{3S67HVN&dQ=)J@ir44R(j?o<^T0^E}}DP-)v z*(czMz%rszu1tkQ_DpQp`Ec*$2O?bzirxzo_t!nj@Q2K|WVcFaiFSD)6%hy`e0<=6N%ur+0 zs>1_YH3&GH@pTplANA&7uK&6s7MFCeRBP*H2A{FQGN6A==$Exs5R=%2z8X@s6F}+f?vPmo88dBsw ze@k+>ereD52;tJTCdNUNobv}cSy!hyRXNr;{>U=T4#kTCh`@+Iz@w{f$pJ~|Pmg~) z-1gETwy^c!_&Fh@AxN{`V+Vq&{@M^(C;hK?13t7l?{4hePj99}M?A?PL@ZWU@L(VmM*SVFOKwL=g< z5;HCy$ls&xZ{ zhg9(o)i??ivqL@$+%l|W?O@iWxl0k=^6d@#w~O~Z)7Y!zo_TAOW9iFUBvh(zTdRTF!zpP0X!ABvRBz zPK(kM(mL?82D@*={XjoBjZG-P+oqQw|5?-45w5%q`;X^ZRKerXeu zd(<lFEm(Sro$WiNoF>XpS^L#wx9Q)0Rwn@R-Sx%uIUVD61SNl2qLw`sIGsdTJG}+A0Py%xxyFy{)(rDFQ=D= zuXRI!^>oxPaMJi`jf4KC_Mkt-^`>eFAg*km+kc#>7{XvH!)B>7At zR_aFTMBjQb&~}v_881WHxU@m&F=kwuHMvhn9|i4R79I-t(mro~pnPJtfX@{p&2>PN zHP66Xnj_fia0#y7N1e#zP<#H4xYIT}Df#MmH^r>2@C6?o2ccvJYY)Q~gGL4fC74!xToc$mCx+yxoAjy%ZIJ(ZGKVz~#xeO64f=3#rg@?1;_+`G_FUwj-X+K5 zs1j9?+Q`H0Cv1g2SXW16JL(f-9a|=DkZ#I#l%<$e1A-w@j!dRi+qD9Lg~t4v_H2Xe zzTXIATBX4cHUjNS0*jA79~~e}{j_xZ7+(+27-I;pW?DwvFZ#EFF}WN}Tm1b*5p@aq zB|iNF`Y`Yadj05o{CD!kitv+(ugP)uO_j6A>z6S6R()KN2{aC5Sq*2fPB@7;A-@go zGo%hNEj~|trSngxp_JL0mKIK}1(CV~fvl|a9nO!%m}*{D76u*^cqieqEW;eg@89Q@ z2WEPDnVYbm41Qe^dRa*}4V)#h^=G#Z@RGP@U@LE0RVt{L25#{df`H>d)K<_368Po= zO^Jshl5zl5b9OClxH;gXHBlP}0C{T$SLPzyf+nod!dbZc zqa-(BbyjmVw%r-)1-p9u!28X_#W!P#*3r*K+87`CUkI=?2&gQwT@M807&fUI!vhoZ z>@DdFqXH4NQ^cmNXGx1lxaX{hC;tIsf@cKXeD_B#m_0I(_Xrd-mnVR(#&yayRgu#F zdl^nw`OEQi3%uT+yVB4lga;A!wa^=&_7?|~V7*a!u58letx@KRU==K{#?IFyAvac< zizMCaNda-7XEJ$^H)(5c)$t7o}Q&whG&89+x z^hGGJQVN&XSJ#K|=%3H9ZK<4vxOFd|*W)GrqE!P`-eqJ~vRi@|%0x(G1m1oq!HOE0 z=k0+4j8mH9*Cnuf#eDDehZEHSVEM-=Tfv&RF0yclyl^P_{q7S9w0jed8$R4yI|XT| z>-;R4T0&%hIqlQX+X-$WeQiF?R9RYE1q~HsDblkzUomfWuZhXiNlQ4zHqt#WqSV2^ zR(+FhxeOmE8;XLnzu*Rmy0O@#WIN!ts4%$p3d6n#gDE4qV`eUpokyHiZqi$2y@Z-) zbzQPV6JI^P$_%Y-{+V0Z<7ZeF&S1SpSO4`OSL+wPO^HmNzFNc?A*B6Fib*d>N6|P>j{R6+sCQSowv^{} zkXYP1hkR*iTQT_I#?c32?0H;|7>?8L?V^j*C~$Xyzafn1n$C46CW;W3V3-3nkwZuJ zb@_4DdiV8Hy_Yij6hb~NtIB1ArMA^(23cAG)cp#^z-L4Z-GNt(p+ss&fR`#CZtEZ6 z;L9pvBs*fW&;JC-W`WZlkWJASeK$P#6vx#*kJrXv6NCgn0 zFd)%%RVv~5M4+|B?LL#h85(GOz^JQ|W9oZ(){DOcB)Bsl)ZZFMbG0|QxL%xlG~ISO zl*&%1bL}c?DC_Qdepa1^)n5Ek+b*K>*TpspQR+gIM@wsd|%CUX6xxGi+mr zsLG5bFi*LiByzX*L2u&0{6ig(LgYGoHN#j7f3xIPomo*M_?4&dF;6-HAAirr07Zq{ zxkR;rqe)1)f!LS^y+yjDf3I;DYf?4fZ~xpy&Ejl}&*Sh4iJFnif&+N}D`m|`1Vji# zW||B3T!>T7ur?Tz=INw2vqzWi%6)nsBN8Z~;>@?dg#y-}W*$^ExV+E$eS5hql7%cF>U`2`!kZ$KwhjYVXQ1$M!eD{5EGVde*H+0vKY*7elrO=(&;}o+89gRw|3d0!X*;_8nf!&DqLYVY zWcF5v0DT4d36?~^>QiATPF9bBE-lFWDuX`$6msLd{&GsS>c3XCHz3@xweEg<*ZlVT zzn|}Z{IGL%E)6tmGlqyoI5#p5bdqWJjsvHH;HE2D4xbp9=^>QyjDE$?18I=96GP|TYrHO8EW z)G`I3P^}R-B74zP)#-Rn{+8zh-(4P@!F6|rle%u>rS~KGfig*nU4DpnQ z`9l&AO^3P?xYbVs!@iJY8@LdE@Cu_qrOpxq$$P42D^tR2+hL$2CN6jWZISdlJosh( zYwBaAiCBeM*f5wYY(F`nejJvm=S`O-eQu0+>*F$2R;-%FWz>>@n_@?UkN*Z|_H3+0{U-FmlF$cPic^XBa5ax={?$=x(Icg3aOu1~BETPDwMN^y5&%D_C?N2DGu#_wCafyQlWo-! zKO(UfK=JEl{W9`TU)3ienKQ=|N_zpXB|e3`VxjU@DF@ZUczhhIHrwne zFdBFUvqQ_t-Z4u^;_UCm(HU9i(R1A{_B$*Wdth`CCx!9Sdfeh;x8Cp1=St@ZHi-%lVhHlOyIw?iYlB=G?W>e8%)evIiU-tyu;nu7Qo+ zN#<$->FSf}AJq&D(dzh>N^=FcuRCT!u9x8;U=KMizer^vHW|GoIqf8-9ElU#;@*=5da$Rnfc0iwK{kLtT_4b6-Uf<6uD z(TpPQGg4eT!6D{q@o?2>$NbYBz!pkZJ+^GR3>*soZ#yErh>BDRcD6g%CYW~7aECI` z^AymVz%kJpvrUB1k)T@ojn}`JuO4SpC#$#6ri(msO`a_hwa9R@P8OddVq*X$)NaSoO_l9UHU|eKDd?CZ(rS3e)eGB746ApJ!U|YZKx813! z>&vI!?$D=-?3GNzi!+kHiftMu|GHpd*Xuu)5SKn|8csiWyVj7DO8gH?h07=9;hzls zpW5>~r4z*hU!D+nYACwga32%a$^4^Z4Zoc|{1Q*&>~yfXn9gqB`)3UJ?lZp~(Jr+hFDa*#XsW|jEb7jY$lTVV z*s{n7(-nTgo~7i=y+uM)5-J0j!4~G8`l4AJEu_1FK3F!(VGO*6a%ju&LVems-A1L* zE}B-H8WPBzJ6x}tCKh8&^a?t6cLWr};w_19U6MD2are$ikZ)yLf?RmG(XtUuC$y-L z;wssv`4W+Ylqn-9Kg!kaaIE{R`y6qOHGfR4`D}8rus`-TjdP#FMN%roiYQpkz=iNt zj6&GW>|y`1IH#Dso!zi>YAs{@+YZAL580^MECZWa0!R4xRz}baiM09;uJ;Ba)$n8_vem>963E7RZ^tC^<%sd6LtJUxd#$ga(j`m z92XLCX&!}qDB#&;XYg^~qKEH-C%RAg69MgSPh6i2Cml}w{;#UTnwpWZVHup~npjix zIJZKtx6cHyfU)dnXjR;QY|KpmqqYWDV3-wiSChWkfqc%T3T%7#h~z@bgB19W52%5Z z-x&)fp;%AVNVo>B=Ec;>z6XBJm3Uh9p z#Pa@6qR#~S?{V-p%AZ&V#!>Ei&eVlg8N_Pw_&j!rI*27X1oZK-n6v%&t|0mOea}Jb zIbfkeQcIfb`{%PjYKhVF9w`kp9-4yqDVn%o2|iVAl*v$C{0$B##EJSc7hQTugp_xN zzh+<&Za9+9J?Dt*8kNFsTMTiSIQIk4&EP;xx-dUZ>`TUt41;ro z?TJH&R8x6By+wHh_7UcklxhZO2T~$#5_=zgM66n#!>}f?Q(frA$i4&KGwrsumcO-M>J?$;gM5UwGkL85ZE;>Y2b1BZ__{~ z<2n!Y06& zfJlaFQqt;3X6K6xlfN=RI=M(e8u?^gVMNb^SuA8E-iW=TUwu`?jFPEAa$mOiZCDzD z+-N28jf+TdI*=h(OEpXY#nx8%re8WA^bS8 zZWAd*Y@g8@B7RfO+@5#8Upp?j<}JqByW9@PCzr~hVut)|>-NQvk_~0rJ|$G^oLjO^ z*_qgeCck+r%=S>=`^8dU{s%nOqpujRxPKQ%=C2l~e&lV7C@YoK4RO-S#WQS{Osa>Z z0ldAuyxN4BYlXD36J3ik%x2|Z8r?xDGsz8jNEd}bWLu(TOcez62B`Q`))CuSV^-5r z;llFWIV@BsIneQ__TQ(+{T8O()ja08zZ_BNS=G+!!N;TwvF**@mKW%1S7a9oVUYO* z+&@6S2L#x^TNWyy@>WQutR=fd_cy>+CfWZO41L7FqU z-uy1L!{KE3q!!h}dV|S$;lo8n#Z7k~>`KedJ;n=u^K@+ndr}X;=#1w-E*7uJY#_?W z{NY9aWWaCGJ2m(Tp2c=F*Z*+ywtirzujy#G%lZ8Ej}3~|G-+^j15T8WQaILX5a(|N zjbwn8O9BK$(hWvRerNdrrlrC?MmfcEaeL!O%T(G4>C^zb<6<2i%EL!OdVFHPASKVj zs?UVxcwbA<#)zsVp;AL^=QyHgln)(Cs|`unEPg8^%*AW(^hKWUW?{emt=9p@Rx)H5 ziLm%bD3WrG09646=6p<(_F37$vGo7N;T+#i<= zz{Ib+%#@Nhp9OhjtxShgBd?Mvh1yHtj11-$9#!s$K*z=jvjbF&a1^#=al@MzF(fK_ z2gO383&5_DfM_0h!HBSg=%}O&?~`&&j%F!qO?h7!a7pj!QU0~O`s&{ZpzIJVwZ85y z42%c1ps&!LH#+#GJcFvAOzjRzzMm$ty_LV;o!nh%Z=O0B_pZEJs!K#6tTE`c!zENS z>H5^l-~Y`4xe4IvZq+8m;D%%z$&4TZ-7kiIG4l*YBR~<6xgPa(2cYTt>Jr?eSQQm9 zlk9;ScTSj_YDkUi%q_og=VcCmY+xX=%-#Gi6^KJchUHH4xVyvOTYooX8|SbdE7=c8vfrvfr|xkv zM{da?U`%ur1XOLeh|rXGz{URIi09c9uEY%`0$y2!u}cDci`+jv@cd@ZX6WhXE=QY5 zooF~-R3$xN#V;nq@QGMXPWu9pwX4l8hcLecp zSSWt7dts3yyEpb*jh>&Zi7QI76|$HGHQOhGDmZgE$Fb6=gBet{L7FJS3>z$O1n4c5 z!bqGPu#iIb=|k;Lv@M2yqP-_DyvHDZ zM>;0%T9>~lggqISmoP45O+acf*(xAL`w_L1;hmD-_gM)y^vlN3TUQQ%z^>*T&IgS2ZjT|i-Z@t#Czlf^S^msNFO$y} zr9*tI7Ba+!KzZAfDKAOacsYv6qw%ZMU2_Gq$Y=t*gko9=ykay~_4%V?%xj+vZG4pW zVfDk(VX12jM}uGGz5p$o{oc9^@jCq@tv2wWZ5*w?&EwD`^9)~)ZUE8QY;VJ{z zliybd-$J&QC`8hu;Ao{mTF(ZwM_e7GPqK8s(*3+*mI$!D@91)WZaf$C6k@`0*s(Oo zHlmd9ygwmuK6~4GbU(6fuGGl;2A7`=nzpG=`Ep&Z`8(p#Xiwygy0zILaf;%%J;9Hf z<03yfhq@MI!rWzRYv&xZXK@DyFKsgfl|VkWN8MiRh9TC)cu8wEd>$X5h+CXu#+&*A zPPWAMoME`*Yey(0YDF0!C{siJrdy@2<7Kd&HY$=QgSdrXz?3`BoK*! z*6nx6vdA1OPFPx}M7Mtzj+hk@1zjH}gZ)fn0#JUy!P?h4uu{mI`e=I}aT}H4Ljud7 zl~O2-HicpLqO!-ny}GO6w&r6mK1OQ4F=A3uLQ6A=eV{&z_NShEh51A~^(c=QI|R0N zjTHFZ9_`=i_#VwaZOLAsJ4Xe|n>Fp{5|j^Ah4Zs5_-(`GZMw##PjS*=Qff2|Vq43G z@rZrBU?;HPV(z9mcYH^OE4YxpRtJoVNlpZeGF@qF!l4kn)9xeK)+{m-ayFAW421Sj zBBN;`NasraiM1LoNYL+R9iD#(-T#uPt0CLrGj`|aJ^l61xmNCL>~7Aa=xGpVdW4I` z<6zw+scNozVowqQ-={$P*W<{SyObKLPM_D2XO3k|(dih#C|i9&0YHSGPnhJP5_Y7$K@#8l>`zO~iY%SXhc_Pn}*&1_6A7GmbS9Ppc~39e)1L1l2RHDLI3NiHK1n-Kbu&j~&8i@FBC7}e6y zC;fLww~^S~42VjkElTG_jWchu*Gk4%js(&Sm!D^4cu4k;`|yF@8@OMe5|UX0Nc+8? z?&_D!?2MlXK%YU^$&zrPH3vrSZuJje`X%A7>c&@w(Wb-TStqkck%O}Ob*h{hCinrw9^dx>w+>aFi z?BeKk(~!R}72MFgLo%6v5Aj8YVb(+6?O35%79U7X0vTy>zz4I6ysrzR+dA5cEGAj8V|FIPH(O) z+N!3D^JNJUe8Cb56^jVDRXaYY89sZK+U&=RHw1ARnh=6OQ;reZ;-h6 zjaK_0M=y*700t5>Q zqySgt>5Go1CoRZcyfP^ zM8>mJ9aOh=x<3|77To0A$o%}0#rvs&cj3L_)D+Cd%ReShKqB8#?oSZTJIS$$lIo3m zV`&_=p|C6`iK^`TVoS*7ELhMC@t3QN)?pxe%?*+K@l*caCz$qM-^|CnO~M~_1tjGG zKYLhi8t{!d#fMdOt8!_BYKMG(E)^r_X^T4l>hR`A!x||W4dLm&om8 zTA5a%6Pg^-VPld7J}FsHZ!l;e*5D8mcGY@kg|V5a`-I7j;M5Y_P54R^WK#DK?5I&; zd;e)L%#1j^0rf3voCd{DpdkE5gG^q}m&bop6&jza8-qaf_V6%;N2R8pCz9i1*25f( z+Q3IqUDOul@UX$Zg>T|0Ec=*^h@Zah=z_pv5vFJEtL6OAwHkQtJfCIrgJl|xZz5!a zxYcuOxEbzz@Eh_6j6t1s@f4Hjc~r|L?VgT;dWV-Q5lac5zn}`iustmd$M$C-*Q>u( z`({5bhNVFeO@Zh{X`ec)->UF3U>WH(&AMrYsQR9Do7=uc$?TQoAYfBRd0XQZ-?=%F zo(rIo1Sp{d#L}HhDfc9s3|bvtgWeUsZj48b5RrIt9iKgtKc8GdYiw8gLwd0K6W44w z_)~>N^dcCFM)*MZS)mjeVs5Z_nU~LJJHXmjFv27w?{xR==xeU*;%kNB~r9n8gg*+OrRJpVMwPkS>ohxDCK8ZmI7QlewyL_bu3(QvR&Pp_SW#7oV>_6 zcb*JvZf?RsAmBq=KfOLP6IS)bBo8ZtS#aty=$V*93+T=#{X zU1?*+ga_@L@6~mdDs!5I*u(jX^;(IgMRg?t8b%BIMq1D}gTHir9f=_k78`Zz*{^(W z_LCU_JOa7KJ@nVJ3)YMop&=(Bi$7{qLDhD~Kb*~}>3y>EjM$b5-DV4H>z4J$APStx zN!dIFiQ$f&njZk9;)wmi>T7E7_E~ZD49VG%^^_e4m-cYg(c$+)+p(AP;iYRLSCesb zqJxt_mlYQYZ0lM(x1WvvUg=pxkqPShl+tCxho9v&6)st66I}&)xjN8beDdm3Ah%?9 znfnZXj`b+6Ol#X#tIG^Xm|P}|NALhPGWjO}12zdAk)^~A9zC3i-0K<| z|3?H0`u}@eh&&-{r*RshRLc;2H!q@!n`Yl5UqT=(YAn%X*ghW{ATgyt!>TDhED2X6 z<}y+`GmE4C(j2l8!u;m#IAuRxe5~YPJV2Ip06xG7?+_3blSJ!4PE=1u3jY<9Zi?_cmJfD2?H5vbu}tNy=? z%(s6Vq2rT$;*JWl?Gk-Cy{UR(FNCbiT7>s&a^JhXuy+E@RmZ7Tb{NdmN$}x($%+6| zVbguBB3GP2Bpuir#ia}cK}K>^47j8Rf0`I{!8(w7X?a}y`X!eKG1trf#^z5UJ=-TQ z?=3m~FmxL6>JKX!r;2Co3o6-%-|<6RP>j&Sj=q>QoRc=pU(;hDl1=m&%G4izPgPJg zQvirdM)=2g*yakmZ-t#=FE6W#rk#rYn8V>tDBQ#vlqAhtJ?QR=iQV4lO!jSH@n)$Y zuv9Ye!`7b#-p~QAG^IW)kD-gJum4qij-LRRJ_rncEF`6$NEna6VDxaE&MIv^N8>F_ zgFIaAwF6}F!5eIA_4zGYg$%XQN%~X&|ArN|T2b!1DUIBHsHdE*Lav#gYha*VwWJVb z=OfqmG9k2%^}^b1>JT1sKJjg9<}vGBCJ#N+%I@9UeBBmK4Ym;Uyg zWiijcb*8U3rh6(_eJ7ibzwRcSrn;)#R~uHX)f1J#f(w_bJfRGnh?MtKc9cHdHxf{m z>g!-0X*(z%z%biJkft!Lzi?QNt6flOYl3K`b{37%j?oaq#JgXimrMgvBrcN5PvNRs#@hl?bT=ub@NUb zd#PUpQp8Iwj4i#7(sh%sC7D@57?s8W1oNNk202ERTQ8)~`>JR~oW12sPml z*xNbMIT*4bTq%@Oz02X3&JYR

2OTgP>WZUigEfbnwl{_0 zW%AM%^c=?FZ#j@TWFZKtLo!q#J&8&6ozEI*3a1J@y4Wy%97e&zs=2>YJ@@(_q#Y-| zbK9qiEzV+RXf6gwps6~D^5+j3vf@UKpOjWGA1Wyva@jThb%{BSIb9*)3fp;pem;o_ z7;02TiWV8mqvgE&0x2)Iy=MqzCY|mpO1!}O6tr{&vTYCdGM#TL!&&g@Y4RIk8MVr> zVlo!&a+nT#nho?Gd7i4(As)7V+Ww7^^~y92=~+rK!^hDW;rlyW+r7hZX)BvP6XKCT zl5w?BqsT;^LA+L2O7#7aX-m8g))&2Al8>1>!qer z;t3{EJh>d5kDa6~HZ7dyE!8ZBXJ;Sagzbd#YU(i4E_^Ni^PRt>yk8N1DQl6Y#u|G{P9&7M+{vH`>sdtveWFZCO3OlyRKB zeh`>?^mNfxTiD(=?=V^vdi<`1i!eh-d2ANtCVc3PvyC&j{3b~#oEhRb$}`rB9=4&+ z3e&C}+`F$c>l)Tq$jGRCz|VbDZ{f6;3&+2Z%O8}I27~BWFK|sxyTn=)ca9Wl+z(QX zoto;s7N#^|>fGeQlC?%Mun=d93-I z2l{@Yb4P zBOlHZEzZ%(>)iBi2^{nq*e9Yo!{&0aFC%%6?p7(ji!y^i+%@}mR4Cwr{GVY(a3C`O zeh1P5W&`{#V>()0UQ;O3*4j$jH?biyJ_W>UpX;ZXyfAg={MzJn7`XUF3``-jSN$T8+GYrUBk zpFo?wYHa2(%_YhPH2O^ul7PPlr6JL_!aE`t{STv)qb~@iN2Y>$8b%}N^&xl|u-c4% z5jEcXk403W|ND8xS}a2GEVQ+J-JCd zaM(nCP5OEo*QTZ(=}wiUCdV2kycZRdrXM9Gxda=oph$H7`g_`b7I44c=Z^;Gem5ED z-+4EEA!`Euqc-f)yAhTV|e)UosMX7ZHaWxp`~TPf_HR}A`I0Vmd;un*CN z=?MRR?m6HizUJZ4h|-4_;GK(6K&bk28sc@QH)DwKkfA#zWe4AZ{QCBlaXX09qz5*C zghFGeUa&EkLW5EH%Of4Ildwhbn4z&pYmwr@?Te<=&XkLP2=6}*g~!Dy>!pSm;yDTD z$&V}~@nd$B0MG#BMm5yzZg<=`$aRBiYzQ8hJ`@jk&7vj-nw4NCKe+7 z+u;=XkJ2PaldQFMPOR4a>9`gHgTg8I7yIZkHy!7&CD}?L)vhLYnB(zj)~(1xPES9; z6`!{HzHa7?w|}$ESbu64s+Tgj!^duDFLpvyVy#16HFS%&|4fOd;h9Z>74?tMTj!Kb zJQ$YKEHBXMl!w{fX8i&t3r(1=9R7EZ*T(A@0DL*Z93CKM9Psc*(#ciw9*QG2foeOM z&f9nA=})vc(I`17{5SBiIq-3zx$9=hBHkE=LK6EYf-a%=pSby#8b$xqHQReVv2W^1 z@Y#nX4B8O(+>38SM4~EIZ>rtuZReOW374Q&9J+2K8-;1=xLST&#O7}aHbeLo28njS z$IC?{?gUW6`!9rADM-2z@bP@`>Eb9Lq>||pi!8BQ;Ru9NN$>8~gv|9AC9^U(c!a52 zgqJU0>rI^aohl{@N@Hylrr5MoU-p?&!gUE?ua8{od3aR% z?H8PsbP~K28p$s9i#m6;a-J#qN4{asX<;baebNYl(vMfB1Tw)q%g*$8M~*Rs%c;KYe8IoZ%s_)*D*w50nEH(P=KiRI@=t<- ziPwr1rbp0II&cNfPsh+Td=(e*$#vxEr5o}hNA4Ro0hMdu?`(k&`Ahzj z5Z7YS;-L3$;iJ7$1YL?P;^ZNmy8Fn)^U?iVvA~^7Ll$`>Q!O#>WKnjK#6m3fL_1L$8QI}a3>PqK;8zLlL z=?kAQyB!{i7va46)3+#jxp+U%ZiV~Vnnst%Dot6|)Ea)&biq{3t>@>#K+sqkOSMAh zAM8=zoTi)=Nj9A!LaejWBED)fzbj=T5$D#lB5rmX(=XLw+(t^@UK2;C?c43k z5eiz{I}L(H7bL&kptG%)d@ih5u${=yfS`y`2Qr*U04$-ws=r z&*F-oVsm5F8uDE%LXncs9k^tii^s&2KaxNb)&XF5{fU2<<)8?zcM#FrX(`B5e4*G& zz1Yj`YWM58bAMI3q1y-rxR)YjQ|xU|%&SDHriXQuivKBaH;VpN5d3-sd^;-A(b1gD z6M30}fTyCb#XdrLLXvSzJ71;wv<|yQzYLc0TEm&Zk8R(!d|qLoZTLmXR&uXuHWk4+ zgp)#==?}CVVa2C3c(m_q;Zoar}%1^Eu zI(*0^NT`MkcyL!-Lm?D|el3&Iw!BT!=x_e8P5%|(33!c%ya1QkI>`ugb{T{#CYdcY zk&@t}wj=PT(7CJ7$fGJzI*9vl`(~LZi|6+ZamjtQVbnP43nOP->JmcWQF zvcyfv5LR$d;jQ~PIB-5kGt%zB|0y>k75P=x>`bwfp5=4qv|4RYki z!Y*1bzwB3+3>Vufzw$RLhmLEHj-QTl^2APDGs1D9y{CoGnU%BFOQMCO7UI+)l*_KK#_FrIySSGA#Q=fC}4h0(DU-# z!+Fc)q}-)pS3oOi$t%|mG=lCNyGz}AZ(P!XU(q29YV-u$RkQ!_`Co7+N9~vIR&;~CR2+5WodNOM)I0Gc{|~9 z(_?T+sD>X@*>Jz%9>yB@edCuA;=+#vC;MXB!qPpa>@pL_1B;P;rpY4Nb5%Z4PS4JC zR1@z}3B1JpRE4xS9zkmH40mbfGNZA#m7_+_dMUFEudqyB?o5xCC(DQOuD32`HU^iO znw+-Nxk1&%B$pUC4nP4 zYbJLE4XH!R?=|Wa_o!x+5BpoG)K9GrTeK&~aFHK8FD#OyB}{2m-#_!wZwkNsa;GSL z9-W>oRXR@zbB}Hx>{B{&(~wF2uq5;2s9Wr0Yr)Rs-$$W7J(wIEcwJwER`*V4#soZQ zqD=Y^DY7l658dl^7ziGQY6*`&z+jzH=Zglmx$<$}(gUyQ^DkawvM8c}@%j8gYXgp< z3wN=2e3*P{yO;*ye#FSAUo>JXMn-m++y}kBaT2sw&(CJns*#u=4!u)*HQ_HTsPb{C zF1Lx7aP0#K17ta~z83}4%;1UJZs~B6S$!@rp2*ij{(9fxdlL{i;=$36(QO4z3*zOy zySjXa1d0S$rYY-KkHc~aSxw7jWzHDdt5yqiZ-_PBgs&{gns70}zvtpbRp1e~`w|h^ z&lAkc5$b_$gV_F2GRuWbFDwjO09!ZtYYteltAMpfDRbhWX$H7=Wb*brhDJxke9Y=o zcoVW5mK&H}itNAUKbD*+ws4j# zD5;$rmQWAgEF%4;qn#U$RaRu#&)}z`n$%WbBYJTQrz_BvL_#mmL<~UAG^I5DhUdor zamc|3yD1z^$bLz9S~OvBl3&2$SRL3FcplhVZKy9lR4KSr@-bp=8qekZrb`OrZh#Iz z$M=V?24LpV@}@q@6h6%qmz{nu_o_G7ZkL3-?IpPVKzJr=HAcMIx{u+CG!7b376VkR z(EC@r&@<(N81xzJf0XOp_iKA0emqJ?|3nMW*D(lH%R(L)6WtmZqCt_s$H)^cVWI;y zCg^kr3;KGV(_UtrCd9!F-{_qM@rpk~#3C3e(@aBC=*(rx&5<;Ust(d-AAYw4A3eMF zsdTDn#-|`Ac9oQ)>sT|Nxuo!GUn z2iOcj*ZuTkiYW2T6zNYiCPhir2CJIgD7UOw)?MK#B_jr(%QIEBRyW>9rjvIy7;0F3 z|Kx3a5@l3A#L8k|@ub(dqn&$~mWo?9UZ*=YWv-W0CDPckN(aUrJFTW)oe&eQUN^U|}%8C@I946j`6*~j4H<@`9{3oD=O z;I+jV1iTJpOH^&cl`Uej^+0j-2O0oRA0kl^fuL|CM{ha;sg;^>B@3!#>$dMe;B0rr zLf5|t7TW-}e?-7yuXAFr|FnGZ28aJ_B9SVd8Ajq8e4)6aIs40%JgnQO%T;o{g*gcV3DIp9RXltI|@` zQ=0I2x%5&Bej|z1_(xfS054Nabfuny%}MRVpC>7DOl`!tYAb1If4xnXslzCc4wDOdet#y&Om`|jr+fGVpIyx~`mUy?R88Y9WbeO=+C*^*D ziJ$pmTH5+y(A7L5WHr|z8A*pF5CM!z6q!*0IDv%nzH5jx2EQi zWbz&O@2k#tseJw`Q2;;wd(W7^hg028+1;5F244ARi0d;C&W zEvb6GkuoU~5(Do3GVkyQrd|SmXqM7wCQNRG6Tcpvf=oB&pkp4Kf)Yw+hMllegng5B(bbN)MaJTEtaP9ug;g8>0UlIu>#tj*5h%Wdg1x)Aj&mk#{^Q5vDV5HJClT-chuZV5tH93#p_QW)_2?3UxYT z#|Xu3iM8e%ER)DV_cPU*%Dek@L>$q$a=SR(a4F${^Wv%*xz+e_yD6w0-JQ$PPOWOa zY`QkHd#u&Y3^7k*%OQkrbg+l>jnRVSBQHNL;!D^>{Dh>C_qj)pNQ<6({N!Cs=*B)f zoB++X)x8aaK;`2D{d2K??7y8+g6N>ld|#fiej^a_X7bW#@=~?+%<^Y9PUxZlTA&Y| z-wvHItDl9oo-jq+N`!u}aSG$YNoo+foIbWNAcaFmNWS8?D+-9KI%MU5Qw9tV;pMrB z%GFUZOwD>4T}%~{^Zu0gF>(szQ>FZfe?Zro4zmCp&NlI&P%`L12rMU!o{f>@vLrwP!uOg2_MM2mY zoMg`hDEX&ne8IV})5yW5@B`%E;2y;FAB53TXF-&PDkVBPd62u+qg=6O_XDI)`C_la zV1KitzFuUuQ$y}qaL%-F+4q+j@iyZuAKPhb)pFnL+EmoFRVf7}?xd&t<2AK-;lR77 zpUJn$nvdQa)2og4-sh`U-jta-+@vgn#f-}0HWPX`%@YvHK1qSJoA2cR;&hu&c4MCZspUmv_}50Jyg=w$K;Q=?@!I5-;hH2@8AlW_NhU7k8b=}MWitj! zn;7P$;CFksslonfZ(-a|sZqKAGnY}Q-#xSIK8b;e&PpeM57RWH2OA?WVwj%1_lHk( zgqox<-afrgFoxCX4MVgD*3V6gg7oR07_YVS0`eCtaqG~(yLJy38^610u(@G4oCgS+ zD3Jg&+yhFj{|I^vM%=g65@1D<70~fp6o|)&XJNGqrXNRpv)0bWgi{T^y8h*!D9wdR%+Rtrn zm!rEKIIB`7zW1M?MoTwfHaLTRDMZEG{y9gyHC}XQewR950^)pHI6_v$G(9>I6*nq@ z6b3~!dU}}?ruXix(ftN9#Payr89UrRS~%fttvy#ldPycyY0;v_mBCcwMSlvH6FjYC zT!~kDu;~w}vZ*jfhOA{dn>i0LY+F~knC@kuh)|<$@wF=hjEg}>=0^6E2oB}17{#2H z>gU&DiYKB*rhmT>Z@|=GD7CTsHL<+fDJYM_0+FWCawI7UyVUw!S!fgV;|Ja80C^A- ztY_GCe^V-A5fL2}Y+I>tfCzRaUgJ|Np1KbOAPDa7dY~}Guj+;6!gU$4{U0>iVxP*j z#(KNC8F;*KzN*A83bL+WPo~*#whu+ePYU^Nu6rL|tTdN*T=JKQO z&Me?Vn9M6RZWPQ&U=s24@9Cpt)1b93zNHG<-HMsM7>Xs88DrsU-(FErijz1z0E{iN zka{^UFKs-CL24i<7*?{p%+y$J_rf*Vx;mTp0noMg>-lRGAyH^;88xX5;d=(=9{OrZ ze8gLhgf!wgYQ-U{j}HX~kj{Y=`9mCRq#f7}epL8Lp_*$-P+`8%EsFSRreNARy3uAU z`21qcn$NkO5Bg8>?>LUcs|Yt)J4`@hj$5+AkqM$ku~TS|ISrY>$H5M-b#P;o6qlVa z{+2cuZLLs4g-OQ>8X7F-tstnpb8U&f37R(ONVb)s_kHas&wmoOYJQcm3ZGs{-sfGV z#$ZGqZmmSft$f!?u|wS=wGl7u2(hXTBAqbGW%fO$WjzrJvru$>Ls3$uwVCFF+Zb*j zw+u_#oi%kn}tCWcQZwy)2S^iHAZ#){SJ&~BJH zZ$yWlWkd^yXL9%0+E^G;3kwGai*>%`mdk95d@sHuQ`Yr1g@eP-&7XgM(Q?BJjQ<%a zpUCvAc(+jX8J`wQgZw&4-j|8-GyVZBmTy!_KzAd=U(K1~$1{`fV~YJEc2lQX|VMdYxYMXo>TaN(6T`{D74=E*4{!?Ok-6x^!dHf?cX}5 zyRN@}`sJ}RfncvSZ3>xsN|kgnl4eoB3pCwZ<==d+bGvg`xLLoawyO@h}H!aL;$X6ye!+)rvFr) zI?7nW0aff%@dzMFKJ9xzBxbZJj2qw6tL1Z-w8@4(Kc@WM*EVC9CN3!$^Eq{|!ZpfX zxGL;{&kA*$!$IMs{o+w+KiHD{ZPuD_6Z6u2;s|kP`NO#ot0!x%>5L_HngTIjVlM^} z-))&s;=C>&*lX{*%DiX-AMJChLEs}^_6g^ps6yBd0&zyN7dBxg!B@oGLe{SpPX0qS zNY4Hd0f~GjAKpfGdRzPgAXSq!4aT(|*P;1kt+kD{WSn|^nsGPl|h0E@eKY43I2BgHakr!5v_d z<3^shSF^WvZ8@WV-^s@@&h1zEpZE)HGf$qrkos4XaBh%2@E#h3!J>5;&DMqN%}}p3 z`OBN7u?Jg*^K)`VCXTVyCd+KagZj+V@wlAGv`5_x@i|OpKRu=a>|mB&X0`V4Z*_5r zee|+NK51NJ@uWs}97JkqW7HQ|DhAR~8|H*C50+S;A}bchd8P-!b9)o;NjHJ7KcHPp zH-RM4{Ft7w)}+N}C-El!*8K7oHh(57QRi|Hw>SjoSrdZu2YpSW<)O(~irx`RW#=e*uxcgsE`R({r;2!P8EaM>u zqVJ-J8Wj`c;-eo=Te!)}b8OTNllze=w{cI|+t6CHcj+_O^PEsd)F@xMSb!Mt23wE|pfES1$_5 z4o2o6?kdLUgX3yHj18xE2R=EPbhPoiUOhz}0pccdc!dAHCSSToIgd#30Yt`0_i{ce z=OwF+hPWx!XLB3Y3%YE7Me@lF>l0oQIP#q9q+W0m=6zm%t9?~qMk~vssP0B>t#t{*(?(cl?p?w(hO^1A$6(d5811OTt0TG+aD5V0 z?#<^7U?>h}Lw^9BT;p+!X(f%m1Wn`@BD1U-b$q|QzdsjIo`KL^SN}9xgr#6A4m79V ztQM#*E60+!h4|miRuq}WavetW+2hC)2>0c&A|(83=tNn9Or;d{)GdULHEi+?Vs>bY zJg)_!E;~;7!t+0fmA@>gb?d(^T>EO?5Gu2@bk1Sb&tsqeW`k&(a&vX6%RAaF}=-_1Fwc3|*$Q}?Je;I2Wyn39pmKWVOx1mPOqWil* z9+89slegbn7SZwfkLnqN98zjOWDNMk#)YaD=zUwmn0fzN90H6d7dai-y8F9S1GO1* zmh@`=mDK+0UPJ)92(xC-X>e4+ft(4m(}Zdo|ynDi<4 zljtR>sACj^t8HdrV`jE||JHI~Z9FjYy<9wnmGJW_ zXD7Sq7Z^IT+0Tb|boaZL&KN`pZeH)WWeWtJU8sN_Xm5>2XpmL##Ke?YL#xp0`Sc#p z9XwI98Ss2Mr&Pn5`)D1)uJ*gk)mLX1==)=rW&y9UnDo1!9N+G3{;pZn`Y6bm@`r2bn$FA&Ub{i(OPL+`WeM!BU$O9i9uQANr)l(-wcj%~J_xrDLjdX_ zhUaF;{T3m@fnOM8M+_WEg>K>fSeE^ZZ=699DbjQ&z<16+59we>Yn9{C`E8>6>EhT# z^SbkqsNlD=?nZ9FF1)NBCJqS05JQ>(EsD2?{+n|Gu<~x%6d_3NZ(J39bG2Zr-QCDS zJ_RJFHv`qfoXgr%Gsr?dLk0$x=I2!E0gd`sFQ7kUo5|-Jb1_1MDb!brxugjIb~rlg z&)p=A$hQ^ankC`b(5EHTMBOF+8zZt6B>G7deAf@?78vt6%O14mzAC$cOw`Xcvt0_i zmVXfRRWiIqOB_%;j$%*a`aV3s%##MEHfoa=N3TDPp3=W;8Mzm-(a@8%vAGV(5z6m1 z{z}x_7m@Ig4A~{>e!O3E#z5c%+>zlZ0cW0ee@<$4`QAz%g}YCjzNl})b~d%%-`)TH zB=|`+Ugr~Pex#wyI;K?8^llUHACAetbU!R-6R?r1Ud}-Eoy8sX@gxtoAm^)zPpe)R z>k8dp=a2+DYjpT9AFMk)_GwYahg#A&nVx!yWBX@fO3=J2CU(ac2JK_b8`jy!@QoZh zzJHJiUs+#YkM1+URO9x3hMb>rG-GZtdEV+V&bXe0Y-t+M~uI`JT zwy$}sQJgZh{GrY#x739~hlEp@&e0QYCG5h5+b^2YYti=q91i#YemLgQ;URCmQ0Ukj z4*URl+uCv)V@Wt!bM6-5f6jlK1GYiupFbZXBm|7Dl!Bo7C{Q#BJlOCtKZ^(cgW5~q z3=nb&3B1}JjNo-xW_KKgeD;RwZbkfgU4CIAITOtK;8*H@%w-M!@lE)V@3+iP2dE`8 zpoC}kQ@2QyZ?(>*GsWg6k2Z-MbEYIoE!Ve7k}pBY>2`*JajXrj0kd!Wdy~U}vPpPK zhjWK>mRnzEg7)O3k&s`a@0d(2vDL%M5vN3#Tkm--%JS^R05klAErrohaEa*N5#8YX zF_YJ)nu5U$&hJrir9Y$o@Pxt9W3KbMtx@9o9z}a!XOz?GvKqV2O5Ji6)rjw;&!zG5305ePuwiJ37~0M`{-4F+W(d5ax$!oD!8 zOL2tn`~rCbngI{icljUQT+aFjBxA*x=`~hS5xwj2d&U&&iQ|qiO314+-sk(*H!rN7T)KzZ+Z#ciqpo z_y~EP{wsnO2*1I<3Oe+qUw)~2C?{F+eCPr!f6CqvHi*XgBCxu3Zj}?(k4a*-^l&=z zu;LDQ(bW7A1X+O0ZY}G#{(DkzfwQE1e1Hb2kOUa&7(x!Z!RdUPK2n7~OGe(Q@f4{( zH-_vvFEwuq-At10&Cm?CW=3@d974oNsER#Y;~eCP zkRa!I6ww7(SBbJ;R-X`k&G3h4+H94U66$=5L|iqG%8U^vCsgmYx@rSCNTIg1OD9Zc z7EK08I0fHiT|=B)eECNKNS*n-`nTjZe{aMCjlMc~eUoR!hO=WJ0t-illfs(L66?LS7=l z@UT#~fhV=OE1u3UZ08jYX&V%rD;IWU+G7ziDV>})RtI%M}P2iHyGL8*KDhqIX+MLg?dggjc zX-e(G;yX{mBY8NOJ6sH`OQaJv5T;z@?s=29e%|;Qx0~G%qZ~8th^0(o&%E+Gj7#Bg z^~Qeemc2R9&%k(g)2?~ZW6{vxU-x0DwzWP}$yIAe@r^@!--VNc!tfWasBh5r9Taoq zduv$K{Ev2p?=xc0cLV260@%)*Nuh-tFI(UxGzJ|CZr`h+?Ckzecx%%qHHB|0fUDeav1X}xi3Zl$XAcRMv7 zerB(M&Cm&EANA?OzgeY(MfV9|Ki&T_+3UpCWK709323&)ip5;fG}F`MyY z{CUd09T%D69fqUfcRg9t{4L1q)&rE~A4MP4jQ`#3@HG3rA%XQ6c3tdJ4XK$z2k!l7jj>7QY{(#3#-HeXy?KsNaU!9WK`=;Nb>@+dpr5)w z{vznMEb3Hnyp#GN$m@^`P^YIY$1Px5-9X8hMCJs)lXWp}sYs;ZE@;MJSq0KJk}UpP zws-)ZS%nu9@SN3`{QaFeum1J=@qjPO`SIN?_#Qk_HL?Ea0Inxe?E>vj(qrX{rfk8! zT8g*VcGfPVyFb*n8&R3Ys=##d2b}A8t!1t?U2f&!F)M&Pz-=R*b{~yxDg4hkfG(&DFWpJpRwK^g+mL`E%=e(;9wSK9o_L4<5+}6Ff(p!GN6+i7r6WLYqL^UU$w5XuKDjaNo>`)ZBx(L5#g6IU) z{=&Io%cuSIK58) zEqQld5bPQkHbH@^^)Cqlf{nzMvB?aNi3jSqdGmKx3ybar4ceTc?p!)!nQC-mnPS3_ zs2O@uyPyHi*Q)g9N#gvOnPJaVu+*bzo5Ug`lvjLj^IjKge<96-N0PqibAFwC&CqazzvfCsO{Ef^{ zCMv7%*W|A}$g5BejPJ+keH6YS`l0Zr#iwTNTz${u<3dB2->7J0(I2{^mBvg}Oa3&* zgpHyoN4kz&RZP(Z1vNppDSyE%Ri6KGemoK1rlz2pT_LCw+IFLOlT;+;&oCtKu!W(I z;kBPh81oVp$xkApEQ@${UIlPwrxMb_Jv5y)hf0{$QmdIMDrbc>bHz_2d^{`Nl||wi z%2(BX)~wR^5>a~~RwcT>+x@+`Gr0pBeAIB%B9q2-yEnAWjEjd;2-TOGfY>Xr--jET z;uX()R47>tImE5|u~MF(Rb;DJ#4t9ZOY&Wv$nn&nu9*R4iTso3noSGc^q`^fpfU-A z6ij!9!13MU7uL|0Bw0ff|~RWxALM1v@M0sQ1YuF{e~+wlh>K#hDr$U1FXad)3euBMyrq ze|61=cto9F&rFqqr@VA)8R1OqI)W=|q=C=*{V0N$o*wBj z^r$|YkbRsg-RW>VQ*rmWBvX2@a&1$#Rs=F*o}=E5&{>N`kWAwE|%_J zsOkJEM(YmMn$|~Vo2+e%c&Rzcny;f`!uWU1t)hI$EUc9)XMjYz8LCTh=&`(8 zfQ$9%=jk|=Sd}&Z#*4^eihFJEK+2Q%jsb1wn!}Rj6OzP#CM#BRch1IAn*uob>jRpf z=TlKp$g_lRXXfQdhxpK&D=w)7$b@Z;949Vrx9WI&)CDoVEi(@-RU6q8bo5NjQvH-7 zb1^6GtB;UpRW>39zqw64Rl5qkvGKi_%%5^QIcZ~Y-d?vQ<|B+8HwWBqr6}W}aYKG`ZRbH$Zi6Cj`wt){q$cE2@KJ%Zf z>pJb+Qp>+yp0EEE>aa+*sMK4M9%TwZgGmj>MK|Z1VIrRFhPE@m0-qz0m3mFI`J}nt z2I5%jxjpwjr`_lQUb=sqxxlYW_ZqiC=Nu&3wxk5&2EviePH3L(S|m!P(pZXK8PYFh zQqI7)Wia{sQ?Xyd$Z^ItU8bzmW%j`z3J9R?PV30IEZYqT5N-dSS3pp&aq$_kXSYb6 zk}!uzB4*RR_DIn_Gyx6c+5H1V2CmhAi>UN~YlOLsSR#&6AbK1`cuw9(IjR#r_WW-b5p%&q!ugUd3wz#M&{&Bi~>`O zy(``pv3Ys>Q1_z43k|5--tKZa3Fo0-R5m!syYe5GIitz(7#x)1IP43T{)j8!u}d4N zJx>rc=|V5?0Ae6&XV)mu+=77ZA0j)wTK+wTKmiMXE|3uzjj68##P++uX83qFSZ>4N z%}&X;QeIn_+S82*%%1q=&I1~E7Bf3MUHH{ZG5c9;!Qbbu!>I?B?x3?T&uzY;^o+h) z5#(GZw_BxoU-#3hP?F!+|#6idW&vYt>8O<;miG6`NXz!wp~8RX&an z5?DgquZN8Re##n+IP|OGM|g;J{}Lg4D+r?%;k}D>Fps;^TeN?8q3Qf-=p|JJl$^BX z|KX=G-qA}(0?{5-(K<#m(sJf5yHGe)t)T3fCLRnkRrh*pk=QUz#<6-y65yDyFw?$#DL1qa0J=ls7BL@q0lQ~Pow*0CxvgpLa8Dt3 zXq?=CM=P%p%$CBFMg~&H<%tk!dm8j6^#y)fC(Ycbpw@o9|Mo$EVM7JI8k>w*lG1M29fY(f@& z_&b2PteUr~e|9xwo$*{q+t?gYi7t%Tl45a!ih#b3)E&LS-`~kT}@SRF;K2`9a9GeYx4MmLMT|3a?k)#W<`~35m>0 z(?hmCaNI$F!K{Jsz_JY%|Kt!Yn?mSqnOlq$@E(nj8T93+gHp|M^0_iIaa9Hjhy}S? zI;_^5Xj$u#Pl0;fuMt9WEIxlpsr@$oK9e?igdHu@$(9Z86Bbz2yB*8N|624Fi%$`Oio}0wch|YvT~@q+Y4GTBmciD<{Ze`!q}U> zVna8`we|eV*TKBpRiO;Nm+l>cp|(~05#sIiE)4|t2+q~2O8--E~5> z2CWEc3Z+_NKC5q!(swXO;}3QetI&Fr{SXPE$EWC5QWb?CrISngiDAuoaSbY&H7dFM zz}@*rMpAdfjfGXMCVac`79h2XE>KzMI>XNvKFyWqwA6Ye2ku|1cmGs@-N}^HJ zh-=&^ht~GGtTeHwzef?Asej9&HD^a=_{|5R7Z$)rA1@N$c6cL9$Zj@$J=}VRG7D8+ z_xXUZIC2wGXVG+AOc;B;~Gv86b>wo6{v%b->7F>Pk-5ei% z5Uoj6e5kQCbbMQ7EXCLCOx_R*Y`I~lR(NU8^&b0i{)m=~*5M}8r|@|sJ2t|Pc-$YI`O-jTr+8<`2e|8CoGtk`+LD8?tM7&wj$ zE!9I}THTEwGZJZD*7~_h$f01}*$Bq&-S?27ONuFd-T#6R{uiMCg9~Jz9(+06of{GO z<3qW3ixqxJ_(_OeqoR4s=jcCU3Hqxx5pAU&H9xma(&v}W&`ZGD!PNEg?D+T~ru$jk zQ$!nVrfnQLE8+QKB^Wd0iXB!9s^&&QPNQr+4LW*hs7RQ&c0K6jyi3XRqOVnF$QXsD zwK#D2KI(i`BFt@g{{!R<@&vdCvW#+?YmyGLQ~eT`fe_j#S^g=2Vx^-9@^I&R3jkl{OHF zc|RHzl@PfE9YhX^-Sbwv=Vjfx=y;t_>nbD!kF_+So=}aU1jFTwh}_I}-JGe`Sie_Z z+VdxefN!RN+~8uW4u9~4h0d?QCo(q2^=Q3--i{2AM_4AKPgc&yUhHf5%tyrv@9j~2 zvqR*|I&8ZrIE9pdUBW1&wO-Vmur>2J;oQqBeos3%cnB z3l&v+`|FGAy^Lo*s+s-xJ{5Nce>D2H*1DR@14@p1)~cGDy_#U5IB0SjDL0RQze6O&S7VUB zzdx@RN~;7tc8_X>Zkif1g*2JfQS%Ol62K4nARTzC^t+Znp|mm0y2=#QiRQEg(7>M3 zIx*5vD;^w%fUY2kTs*OkeDzJAn?&N>HdJNBCCK$1qUHgON#Cnz#Ss+eH|VkLHTcb^ z>vQWIx4GC_r92Suco5keHLgFFn3_W^7uUiRazv9ZeN=EX*A_zX_^Vb+gnD*i<2k_e zF_`7330;3^iX>ku^JYX`oKxIg)?Y-oiuOYxB>}5r(n(>%odY zbL8)ZQd)yd%BTx5k~C6IGU{^91{E^B;a}ax*5!#uYDoKA;LgA8{e2Jv{$H>1$s^x` zn0GWNmWa2H=li|`%%^QBCd)yt`D7L`lbfrM`VXJ@ooJ2k;7 z4?b0|I7S%bDjZ;zP^HxWcZ9Zci&4_=aCg64}Ij z$~!2|fJW=PdDdHO!%VFVAQ%X-D3~=IKu)iWX4~Aw<5&1blUKeFYvD?)7J}IB%683= z{>_7W#`>-W21H2T@6g@$;W*S1XC0{tu6uR;>5S17TlZyzFaMU#_*CXxOVvC^46`)5 z|FY}lLbjO0{ZN@NO=uT3MR3M!w?qnjG0E7YB zm{Li2qf&Fh7hI0nh8)lK^3PbeiMoP6<;}NjA57lP1~sdYOvwFxA*HY2W8CCmVN#8va%9TBo0s=%@9q4{si~b2+uMlN{Zn zBIWl19^hh@eCI1%wi`P%8#Kq(~CS4tVduhz>`kDf z?En2jn?wKs@e`uH_cWmF_qr9l+O`#ujlbW~P3!9Xj7gdJ!H#;C5Ea(TjOvWw+apOV z{IO3OcFdF#ElfgI>oV~jLTHTBZ>&b~2udPB5>7kT=aQ9SZzB&Z?T!V%u_6tI3f;ej zUXY-rIT4!Uixr8m>tYJXu}=3h0S&Eq;UEQzJxx-96_Qj4E)K;pP1>$Ic)wLcVYAse zzi>cTW;52PX@aSOSSCUl1^!bo-m|#c)WU|yQGG1h$e}2}$pRbS;b_UC8&q?@=PY`m zB0Q6AW0CTH&y*7B9W6xz6jEwBDt@@!Vry$jIR=^ablOghvwqNPyBKZjg^z&P977rY z3ctU%P$@|7>lux;C<~_N_$WABD|ctd+pitdu%8{}PE9pUz5kwETObp<&4`bsCb*O|2=)YFPDG_nq;Br9ury`F^TvOcS7nCBR8!iRxhl5S_`P_AH+%%; z8VZfkhLcnPpb5tGtO`$BAr0Wdw0XU_phm+7W}egN@s4Xf2Gk5sGijE-qAYia@hQ|0#?({aLu&RNJ=r%j);@cK|68+W3&gAD_i=t0av&b6b7zKS(j83I`U5XSaIv zA)VOB2~tA?Q|`U)jV}x*ZP4F-ECAm;)UdXEp%!Z%#7k~iQY5V8(qx-f`*Cvw69n~Z z^{>qx^!0;)z_5OGHI5huFoEDAgx+e67iPcWP^ zZGdBno~kOYPuOaBG8$6uuyg*psuLP9JmM>CSfT0T5~0gIaAzwTxVJlz`!{dR=lJeVK-u@Ft%r6OU1JC*nBIL7zb(kQGKKk#y)wE;(R!GRX@TW-^ni?e?&lk z0~jPG+Bq+Grw99WFo_g0pq7b&JA*`d0oMx95|F>*svF+_UPylfjfgEKCVqP`^@e_A zMWodq$so+_vRTx9+*K8FiKX zmOI`56?5V2$CQ`&UR3$iuEUP(L>3nz;Hzwy42z6UnGK_y7_P9aWBiOHYq?qKHPC3SB!wIXS!THsr$h(~p@WVEc3Hc3y2I+&v zcZ4_l6Vnn&C8Rw8MU?qiE)Q`m+zM*<&|eIuyIM45^>htIgb^R?Wc$^TpM>Ym&)3lC zu3>jDl1Vr71As^Ks;2A={MaoHFrht#B4R7<_T{VLw_6oDCY{fBTI>Q&ppQGI2`(K| z0y9_iP9SN+`RSk02)9`I-Zwxs4W0AsI!L(McSrR#714WPAi8Ra9+5^Ja#=j?IA1eSz_$ zJ*CAw-8DRN#}p#Pv53|)(E6!zrZJ(_I)l3MBqu^g_NOEgyU5kZH16~kf1ta4eY#Sz z1pG_#-3-@Yr~GJCt=3-wG8E`n^4D)x;D6ySPNS&qWII-t!Ikp|JH1gQvb7N zEWm*E^v>OCJl*}ZK%`C4?PJJ;iBlui{HC9|QPcK-d8u+hre1)-Sg&=xn&9?+hwImm zA$!mM5+2%m28-GEk{gMrW-@Uou(JrCW^?aEO-Wy9)wezBsHa>76A&Az zFF|>v@7X1R(72(x?{Z+Q;&AAy>D!=#zTFjeC>4zYA0Y^d?L)v@-wj){aZvfwWN7YY zdn#Fr4xPyk*Na3KyK~dm4TN0M!bTn7&1q|X9w{VyFXHQPkHVx2zdUc@fjP41+qdYD zCTuHg=Ip`D$H5b}!Ody477nXY<)A0 zWW`FAw^*MY*H70I4y_A|%1Wa#9>lO~b8S}^<_ox3)vwCKiZ#M0Cln^N=dkfhb5T!d z^kAe6UaraC$T<%;Qsc=N?J|v2`!cJ= zeyUZZXBAEA6)QE(eC@oEdhMf7ctf3Dt%&@_a~snM2jk1te4Soph8myU{x|8Js#240 z@G|-A#WWg}Q^$kamj>0bJF<7xhpduf+^*jOQDZ1F`FH!d@53qVL~ch8)V2#MiG^UO zABmZdna6AuI!unC^1eX`R0PEFBm8I1MbSq*7HN6|TVmTnEGKn~WJz$C32GBn6npe_ zulhTkUZGIIFj=WGQ(=*|>iUb5$+@m5i{vE_w@)fMe-M_fNhK^24j zeZFXEq=ntD_XaEHj?Jb^Q&b1t};|uIBv`8v%4NiFdYugq^tM3H?>Gv zSi(YYXHiP@`@>xIe}|X41+ET%U1=T3PH}`Q1BTnoYdvtO$fQ=O2IxI8;Xj6W$qWPV zL2*A5T)Z_i+{*SPrORxhb1VM`U+)-Q*&3}0hZR*^u`9Ndif!Ad*jB|(#kOr5JE%-DN@LC@)sSTK^Hm>hINd_HhDBS4E5b|Uyiec zP-`@SxH#=j2c!S6`S}P_8iRkgL>W9;*%>f*vpJ4@BgBmsVE?QJ7XKf7^j~|pjrkuV z!O2WcWWyDAyRD`U&qa%e)10MHeOgnuSW8a%*c^Ehf?@Qiyv@P5QeUJb*xc34vR&Rh zV%w59mHyI9WdV42ClO0#4Q-7S*A#jyM$h7p(Upa z49XlUz6Zm*UXXX~)7J~;q+sh4b7><5ML6BJ&1bJoPPMGsG?{2MJaw*D(n3<}!6mv3 z%_a|*o5B2O27E3=S##ExdImJud<><@^enUenSC0Kgo5|IZJ&q)YR}6>Y0A8$?2K45vK2wJb)B%+RD!InW zPVSMf)|{H+Lh%N1sG&^GH|4U#Ns7A^PZLt^IkcCo~1bQyss(724mnkC}u{Xusc8AEUxE?K6i+OQSuPkWgQrx zgOLlHo7&HbWr;ENL+T?ik&Q%a23TW8s;Y8M?hDKD#J!G3^Lu|^6K;RpS~c6kBYQr( zuO5doa+<7RbwOj?E!%GfVsOD`)sVoia2*tV3s?PtP1eLDmS#vzY)6V#9*55vy#|xZ zJ`b!=Err3m;&ZrSd&H72)# zj6q_0Jxed>%Z=GgIMbyP>%b`&x(lkI7x3eW_3iWRs+|M;H*FT6QO_0y4#!{r|$K6zir8ADqEumcpCP| zC_-TWKPN%kgX4ePZ)$Ph5+mmXFkHOO+}`9U8FR-qw54yZNK3mbBj?x3-_<5hZC#A+ z|MH+;(GeJQxO&qPpbf{zB;b_;RDAc~VhMOaet;Q4Fvulz$ofns>TJzB%@wc6+C<-o z`grFm^5zb1#-`+W-Br#g{C$2}?uJ@T*eAo7pG%2 zqPG*3M;k6Ahw=c4>Be*{W?&rof$z>IXq_ZvV&E)Edo3pcHrj?Xyu_H_g%rPh2X8CD zBvFu+Q2KLS=aG52X-4#$z@AOqv(3rHDv28VdU`>G)3pZR`peAR?1+-!I^}M7lZxM~ zd)lt~ZEXW#@{>`j&SYtbF@&^3kjvW%P5jJ*q;LH~_B*mi^*&gSPOBZ@O&Z9Tg>wuw;Ba z99I!ha9o>ZGd7rnW+)KutK#s>7W?E`jvR1nkyM&DFnT zHErkC6i*qM_u9V}2!;?9R~pU!#Z|dj zk8uNV0RR&wiGikb@u~749`3lAb6YcC6Yz2wD~wi&9t;sT*4bMyt-V}pMRp1>2qr30 z>0;;er`@JagD4Q%r-G&ZYHDX9O?DFyCnT7FOo2AIMs})ezKtlU_v|cj6a%8PK=>OH zbKmZff}AeKbFw~m_ajLK2;rE5y+st6#u1=lVEd!u{r_CsH&?zsEMx!tcg5%>M*O|T^)jh7CI+k@m! z4|YS(X7H%A{@s1<7|X=7)O#gN9N)o0yGZ3Fra2Yxsm12!!4Km^S77Fv`XhMpq0F7o zcln(O-QMak&?#m{sKlCDMzXsW7m8#A%Jnru*k-HDr&#&n+T1bd9BU-(FT`AD1 z2D;RvQ?^^j-TJVUm3Vdi_5xiSWvznNazBM4vG+yZdl9Cm4@Sm^h0z?^bYAzxg}3FSzV{@W zG@6M14YmC`2r(!@R_N;>%R9z-2?pI5w#mF=S*P#9w-@v5DMCwu-RiDL?MV69+!*BD z-Td)oRm2Xh1${N$Tkx$74fp=gYlMnz>(q|UJT*u(s{jL7C4|Q>s3N^_jN_S{2B7yj z3TnPt=z$mD|JLos=H=EEo`)J{=5lNY16yymJ_2}^Y#oj7P=@AQN1vomq!0XhOM{_A zqOcD%m8KPA%D}u4tq~on_g$rVk9487XqP4#=EPx=?%6ht`U->Q`@|5)DY4bWU_@!< zjZ%^l45{9mYoF6o>7#Lj-{@vjtu>qQ{=2}sL^>l{8_qHG&kVL!1QPUDYqEXGQ&{>V z6XVec@j}6}G20X=qk!w<;~62&J|Z3;x=PCQb$KLaN4k#48FR;jiO87YY&tn6!Z>9yb&N3u>QgHdMf(*!npMyoztw)sM2qsp!hQb}_Cqn) z1Ju{9Kki!W+Cmeh}Ou}6mx;V5B!#6{W$jgxfgAUdHAvTHUonK0nZd-4!${4 zOiIb5x97x|Wn{8h@hj&ZN^_TnR7fhonCTn5W>6Qz9CnlbwYM+t5YGa99K3x~~WNTj>}C za%0vtfvKu|tX%_b)0yGUh*EG}W~blN`O2QDT%Qe(aUs!C3n` zz~R9Aukv=_;A%6~Z)exLhe~+G(JXYg!^VOrxBAQtyP))^6nQ#69(_IpI4w{$N%VJ^ zCZ%pSA)I`m@`{D1RiFf26cSeu%22q&(v_NNpdT`q$YQ^Fwxy@%7<}jD?5L9{SwM@S zak;!so#^GXz_9f?$aWD?n0X^kjL2HAXJ*~fd;XP5Y7cpA03gd82^|dn(cynJgo1dV z>dJhA3y)6JfF+A2j_~$AsNiS3pBX=wJ!f3aJeE(hqqnVI-0hcYpJuY=*c*&5(S{5k zX7q3raRQN{LQ|WcRWuQTkhC7#ge@MoLVjQd z{*9F64dXYJIZJp=6u|HDL;OW^S#+Ned#$U|hl;16dorz)Ld zx68q7!VEdG950)-_o9x7eKwzaN*pe-l05Rws8khs);^7S-?r_wynok+*H|n}cO(dT ze=>b?l@WBczBWloQGaTo#w zR1?Yb_tx-0NDp>k03-}<^q|kvM(LPG2xi6vE4q2jM#}~Oy>t1Azielc$=@FgADg60 zuv4@2X}gGoR(mY;FbbV@^ghCpJ;hen>}o9nx=wT6MVuH3%DX;l84i{31b>C4-SldH zb5ix{aFYh0mnD`MVr_qLA&_BJnW2UGV+4Z27L0haOr3MO7Hl)n0n%+2H(DEv5lYmK zXxi<1Ux6|=%ai3N_h{H45}biQSO#RYP(w9+`q11=wC>VOux-G47_z|nm}WpgChk?& zT?`3!y4iWi>7_%;>%%KZG0ygoBPuHT{_6+3i`DB`c_`kRyE^g_Cc+`bBQ~?1 z{G=Yg`_Hnc$GYJY9qx2TnvUdEG}u}>Tmph3yuGBC*!@yb`o#SXd9bj}ox%OKy&&(4 zPtsH&b-%fuO|`u(yibEb?mzzpyZ<+F3z_sE*CT?vt2U&qhaQL1=xORwNEq!4t0}fJ zA)lK4Zu{Nt&AltFqn82C_$P?)U@j3AJu zT~X1J*`=X1_i$Xp)+HYP1yAX=U@wdMJ%trxNX}Zu8O}~Kx;2rlfHt4%nyyQ}3g9HQ zL~|P=A3A(n$}m{6DJAsBxmkDT#YSf6>y@JwJK@Un@63W~!oR)DUvR<+(2diDuthmj zG~Cov$foS4h%QuNVR6LRiZd$3D93Xi2@AU-FI#Bp9O<6_Ug8eH^$x&4FBwpWd&3F$Zd|EFg-LIu18AREvGP))t);@9NCkdcU8r z#>?BF{laRHbE2mpE@uvZFwBjT5SNw8mH>MS5+rO#R*~;NPF^Ic0Pu1kU7OhshLWy3 zz%#M+@vSZ zDgQWlU*}x+<5JU4TLio}fLtL1{aCH*__)32W$K`h(dJl5r?R>g^|YzYeR)lC|LQ&2 z@j6_HwG`%IAi;~IPX*E!Wm-erZfo)!%YP}HME7rf$()d@mLt-CakxL5k$nMauzEfp z&+6@m2o0`1jQv4<@t^OmRsY`l^EhoY|CI3Rj2$QHCxAzzTCb&q&Tk9bV9H|F0T5{r z#T0(t=Qn2*Zn$_gHj-L|s+!X7dYV!XIdYZoKo{_;#jprZ@j<-ken4?+lnt{gQ^+kp zI;j*EDABA2-t8xqCIg|>4F=6|_f*7@BObbcA%cHf=4-NZEwAHCxJE{8mQ60(x8^Fe z;66mglhrQsJCHdkr`|@B)6gi0N^U|KBdp$}n*s}I%N)YAZ{cqK)Feu8$rvubx?Pn& zIbAi`jC|-Bz){q1ww;N&67w{E6*c*F*+JiYGo&2BP=*P~A3X~4T9^}@C!qh?e>X6) z-(Ps&;A6kC?FdgfI)9U7nYBeiJ)h%5Z1xQHbae-VKZnUO7Pp;or(YbQLl{>6kvd_gej+1;&ZoC?l9dvVgsKS{lQ3q(#tb<c-8A)Et+qC|Eb_6b~ zQK@q50z`c5a3EWowP-I`oUndK+(|H$8RktzM>`T^2=WKC_{_}oIL@aQHr`jGxB5C< zLmsU$`rbtLytxA}uRbrY7w-JiL?os$cI7{}q- z9oq=YLiBQhaK5}AFM0M*sk0v-emZYhnKa`8pGDkhcK0j3BIu9}R0of}wA@gM3g%+- z{%v;1@*9T8A7b?Rvgj0}(=h2RaYv3)G5VB~vuWHoEt!%ANDU4E? zmmf1A>Up{q0Wr&KR>UZ=Mx==8L*j}jW-swqR&;!--0iN9cBh*S;C(2)@2mUf->!PD zNay2OWsbkO+P8B$DkY92pp)>xpmhcz0U>(aJZ3lr-UfX=;qaZ;hHVY>KW?wyvwQB| z^gK_?OF?+A|3xA{rs;p;JqJkh?YA3yB8al!e1G~2dLhK}V(@@KSg|GdAgz?uD*G3mQyl9Pc z;@sDZ^wa)gAA?IsXIb-6LW33_<~#<%E<_O+h}i`*9&GgQ-kzr&Z@Cx29Y8Kc&Ly1v zF0dV91Nzaos;@usk=oGgBeJFOx&_lYzUDiVhOt!t{Q?;(B@7iQ6b#atVDpNfQ7nN_<8pX{4j+fD-60wpoCT9O*@A@BW8brVbzq>)nLYr5GcavRr-y`=wTLz!EsqCMC03ckMNaepyfV_Y1 zh)uSu)lV$^SN$_SMsOq(#Z4HQlA1;GtAa%MPSlE1j7>`UY>&_7JJzWw@9Xs-`)rT1 zbx`+c6hO1e>@t7)tUPP3sxd$q*L=2H!zsSy;j{Z7N1FNV?jAK%e%|7=PtmZJS`bsU z*>P^rv@#XY@Se<0ROL8jD}-~XjT8~!xNCcZgS5-#S^J@n?0(-9zyF|8!1~QbjCG^N z6VKs!PvFy77;XpdO-q>50q!`@5%I1YI27m48CP9=seJG*5EY24uWiwPodqFmzPoFk5n zPcYfYAVCBF#xGBhXA3ihl2mPq_Q+ks$mgWT=F$crXYVukgY-=+1>mH6ttDfWYy0$M z^;TQqTmFF7_`U;2;oOYe`pWols_hm{mAi!|0|8fvQ5Yqajn2*mm%H3)?h>Lo$LD%5 z-*mKf6g3fFnFVygo;ftR8z>GEff3+(7^z1XViBEG_`CDBn4VI^uy(P1rw!))^Ki<~ zd2_*f3-#;+zC+08uC?3o=xz)6<_9Et5Ast40mXR%c-Ojr0Y$tY|CEqfl!xP2!1qznV31u)R|*MEA`2#r zeZUuGn95Z5+t{^Hk?c29Jc3O0S_1hgenAhPCkG*8I+BU2VfoV*iN~kVD z22l23FkI;BdPX;}vksuREgrwzZ$UyQ&WrU@Y48D`WJs0|?Lsz4Mm87ptGPqyyLN6& z_FT>$`p9OD&Dn|tZ?8$aq!9`K5IEY#by_L60%FPPU1n-ehpz2|Yq(b#!mrB1PQAW{ zBZNnBA(`g~P6K2)#B6*4u1(xjLFUoM!tH4n75$B)b8Jf~h+~(=3v4-hI2LKSNLYeq z*mPG1g2i4|A;kQa6aF@f~VtIpg2IOozUEk>=>~Ne1R7< z+xZzF8}OrI3XLFRhIX&F(J4ZOA*D9Dod*M^_rvq_FbOI& zm1RGfCi(_DJTMTW3NC`87EMpcIUU2|i|qi!7t~XVT#qOY+2`#BNxCJ1bL!)UyySp6 z(o!NzjVt&^qU%m)C(6{Qz+i0pVRXYa=)Zsu19)*IZ2wfG27eTIcn%t>oP8>&KimvL z-PlXa__%t1)8qQXsL?hgU-uS(1mEZzCxa6hxLp2bYwxeu*~z2P&ywShi_DIV2#eon zkNl(Pz@H$T>k)h3^>E!Bb+*}EQ9!`$nf+BP>kWA5z!EC7aPm*IWIh_2vd3R*v-94- zGB!Bo#@lcuru;se+@a_ZA6iDz#bha-ruuCseTTJk(Cva?#p}^1#5wQE~To0l^=F zBXM@8ekigZL_ZX@pWXXg5CLKv=iIBE=+Dg$wMs1v0z%k1LA+@*H#7Nn%fD_WCNoR5OMhswpr~RXt|)n{ktCi8obkHUr`gf*<kKi3@# z+82v6<%O4$Pf+zC1%k5CVKKio*m7|MSUH$6Q=esXNC>}s2S!YPb7p1xVPzD)p(IE~ z^70p(e4fIKEGE$I+@KTu&EzWB&wiH=A=@tZ({4VymIsON+WHQww!%2$n(tlwm#fM4KlwzUP|#o+?euE3 z_aHFr2R|XTU<}#g&EyVqn<Xt&2jxM{~a~G}1`^K@heLii;8DY0;*)4bro)^UG{aCnJGM z!e2>mgi=3tk$*W>X*Wd1R3ilQKW_(hjh2z8!TTdVBX+S{{hku)4J~t|>&95tu|;=7 zbv)N(8y=f1*-MDlE5jTHrMGC%U-0##j(%<5L!-mj=S;H3jUll9y|&+xmW3QLBWHmx zo+TPXIxEM~v@R1VBqxBANk1-YB+(QFobOv;rd?}9-s;7oH)Sr8j$ zcXT+JGXtmDY;L3=Xze{m5yw=##;3Tj*UzPPyiFSAtIgFb36X$fyMHpu1U*L1 zs(U+m{nvHO;fmdWsEL33C4MqK=lz{NT87W!T>TLOG!E4JU9 zY4=feaR0@Z@6j3o+Ze0u|FLl+{nVDEUBJNA7W}Yc0>GfL;;^}yJs~3Sp|EOWyK58; zJnbw|J6?WWq&N3QshJAY@sxCd@+SF!mt8l%K&Fq6i_1D#p`KG>kHjiO5aw922L>qM zbSN(4flH5en+-1|#vfsRonD&VtevKBn1$+WGC#aGXEv4aE7RQe?nb79P=1onvvZX^lZ}4*TY%aZ|dNdjSMBha4^t2Xhw!RKg7{vse(ybQ5p(@Whk7y z>9NE)h~2Sp;QJ6!;NBP*1rf6h1g$?fvvbZ7yg zb~Jm+&iC<_b{lKu=pmsp_j6KV>U}Z2(eLe?(f0}~=OyG9iGhgU)zt?duT-?(|6`-Z z3VeD{Z&Y%3%Z$1fyTaScRy@THzIE1Md9BIvCqce}2@z$#93SMT8UXH3Q&e;WS+QZD z&x@dA%ILY8P3l4on7X##Lr&FNVW9*C(LcTc@dHG6k)_0KrN4w!Z+5(b+8Iw(+17Mx zUE?S`Y;tf`4))Fp`9N3WR&E$6I7G-#O<_EmYZ_Rk?E;++7wW$kk23o-rtb>g&#oYD+;dLnMhFBNJ&8aG zWIHiQRwVUbTVc_3_G%LDb4|{?Wd;&hzGN45PpmMne2BN)hE0H`-DZpJSh~aJNFbdPX57ac z9m}nR@$dOq#B``*`m(+7Jr6rq-F>Goq~`tGt;F7!&qU2I^?!3zK``48WcMTB=Npg} z;f&E1$g9?|%Hy5(uy^L=@TXN8(b{^p#E7GCRlRH&7YLN2svpOviTEKLD*&BpCQAt`xyDnAZMf|(=p6KQ%r;r zO>m>oIIVfvB*e)(MNZ$61;k>!+R(NBp`loihGEEXLc7P;r`<6Fcef~Hmjhb=M4Q(3 z+Wyh)SIiGEq0EB-MHFgz<^II!eH!a?2SI+J2P@>ZwN1OgsMo6F?(0dz(`{(0^sGFT3m zo65+{p7kzMr?HpEUm`KCkA54=`0sCxxgX>7(~5PSd3>9c0MKlC(S*dYwuTv^vjQ9KPp#)s7;hGNhp{Yy&wo&N}2t!?VAbUQ61st@b* z1uR`I@x$HuVdt@BlH)ii5OW>&v_8(ub0!bPfcPu_Ggb+46MSluz6ih%==M$ zMq?(|^qnNUJu6;ZAA_@?w%GD_AW2NJgq_!sZD+k>0XNF93;ethrSJwms+%yE{`0Ww zjHK6ozPvppXNtR(uf=;h5HE)5}R7ia;wDXPw486;5O8#n1{co73m|BI4uM{`J6IgU09opK_cx;orV+}6Wot>^l8e$(PWnrVa>^Qz`_0rotm(L_NCYrL=#n~d*sZq1@~XT%!DoE^Re zQJr0VVpb8k2{@889vf6&T+v0}U;BoB8El6n22SjNWMMjD1V=Mq{)d9ziI3fL%nc7e z*GKr{8I8|PpAHGVHsEi<fa6U^Bv=L{TrlHY;6uRo1M@o2>RuH6*8rqHt~4cD;N7(0;D!`2%WWAeNy zP%hTxuWI%(2R#{ebmp}8D2cx}j^g+}pYH^b!h~syL=|R%=^~OV&m@bqT#gau_?+(= zk6c4$!?d{6C68-;7ILZELPZ`JZ9ZpKAZd{$lETL2889FTMXHH=Q zm{xl%+vhwSc6*JnV!($n7%n&A@%9nu`bEJfvD?5flAv&);i1*DEV4aX?=B-IBYd)b zKtCKNaS#hv5^F?A#0dR?ra=$Vnr+CPu_);qazA^msN;k`A%5+(^AHxPj|;iRt~7>- zIo|&?=Ll&8!6u)Jw?8OX+YgAio#SjuOKuB)5uI^_u)8sMe@g_D@P0@Je!oG`L8ukV z2N|8n=*W!VgqNsQVNW%~H6pirBKM;uKz)JWH$*)($~(0*klj|EzmCZ$oT3}rKLQy< z@DaV%^5{4_$}#--t6=rM!y77^`4u)D)mAyas^lOR-)W@a_-;zzNwE=9)DAwC1=pUM zDUylI%u*@508g>GT1rTU1SXqWwqYjAiZF}2&E9G&xt!K}nWz1!WU`qvOkmpc&&Dv9 zezDxQ+pe0GEsqOA2zUPHWxMu$>M-0L1 zt0H5)UZaP?TgJkR)KQB3)tb0cTf2|*TjgVH&*#l<`GDzY)MOOvR#v!aHDp+DZF1Z` zNsnWXp^#R_O;Z{Qmj(gLSGdg^C$)_`F&I%X2Wu#ulYKP|0pX{HG=AYE5!cY1NAm^TUEB!Z#x+XknE!Sqa= z+oe1`0o06Bwq$hmkZM?pES68@mNvX#5ivhlSn(>uf1@DoPdX1NU?g;#Ly*3@dg!!r zef275PL#}6VLx4#WM9h1SFifIp&G`Z=Dg&vQc;>cpdO~0Fj??(bfzgG+t#dX(uueN z3S*(m`Ocb0H?v#CGtm`GdzEDrOY80-!!xj>cJj;gsiFCSn#lQLM<-8}kvgJ^tvX_e zYPmAGUWdzQ845u~!sM)DMeJ8E@01y8W1D+UJZGx7n}LiPEYIPuYltPSrv+ z#N63ax3bFFbv$d^rQ%cL80|`{O!^7@Dd7T0pN512>4x~HIl4lLT0=KaE2zSk|_r^Zz%uImj! z`*oqp!3O0w)^nf6TD92+?Fl-K8r@fwypoftK#9+W&js?wT(F4%FeqX$a9BYwh*VT? zqK`~gbNOncqF>nxd=E+QjtPIz`c8Q(@pNk*wi3k(&zE}HU6o_cKP>uc#vd#_UuzHr0(&!V0NicwiTVP&X%d)Dmn} zf2oK%K_zbyK>(^>s;(5p-KVl;^pWSfYFc(=Z-}WWpMA~4S#%3ILm|@B{{2Uq0WPm7 zh3A_`fPAff%QxjUeOp$S(d}fz$?l3dwTV^sIXSf|nsdcUiUwCw9@Qi@aq_kPS%8ay zB^%G$uFR}8_x=_?9Ld>yO zvN~~GiIDkNPjBV6ibkc`mFB)p6urmel|qqLBrI{>CL7D^3pi;qOgp_F6-_+?s7V$E z!o^zbE*ysyMT1j1A&i&oEs^~rSJ%`rM zN)3t^3~CE(-m*`hXqSL{u>$&4n#>>6aoLm#g!fmb_dO7DA^*K@7(nYrr_K-*)>PQ+ zUHp9kyvCrXJGk!K&76XOk9DMn7)Ig;$jb%L;+=XhU;v<$E9Z{4Y0cO#+)c zh7q1BheY|)4jEEOT*)HIis86R#or^CloKxH{i4Cj+Md~Z5IFFuZ7ne!P5HC50Z0eR zRbSCbF$)CC=}TQq&J-aQq|L*jD??4|D^|4zV(>Wa_6DO_D%@UlfS;Vwf|e;|w4z3e z!fF-jBn`oX?Dk8|*%$}#O}MLa$*n56 z^0oJ##nx9fSlYhv6)!N*LzUceekXJ{2}-W7&oybb2{b-O_X@6_ z((dyYE(lUgJSH+aC#c8zB|p{j>?%6bb{hpx*pq8f(5=nNAUX<>a1!jf$1l0s%*TGG z*oHMlW25ajX~DU1z*(9fB;=cP#OK5qR#21_!h9t}DTd+s-0NeQZWdI{dtb!@vR|%f zGKSusR*A1z7Yfg7LZ9NSXk{qn`naSRHl@DbU=j8-TqG+Me*lE85pC__X6K#1Q7x#u zCKkD3s6)CU0A#o+TE;oW ztyBZr45r?|-5E<&%3L?o%LJ`z#RJzeeot{vRyDs5+55`*{3AO7HJ_f@Cx(yBhsq^n zt=yh_oylw-&ex~e4+Z}eAutFO|9{p@z}Rp9*iU-Zs<>A`0s!~pd7O2s4Dx*6wvZy4 z#dZ817n(2MP*25!yb-29HRW| zoG2P~0{tv(N0Kh??POdBz|Wm(wCkDqqDt#rz*sTnE8ezH4*-{mPn^_(yC84@Q$kk*!VPk;bYf|B}=6$b@%7A%1JhvR#Az2 z-U@K-Ir4xvv%F2iUZMN&+7sHVlYM3B7ORh!oQGw0yFUW5?S0=*RIqUgj`*jK!(cv@ z!)HF3Rm(tV016`q&Daj7a(gUhzGq`G>UTNp^np|y^jZy~J0OfXR~A$(lRCPnWqDr3 zMk5MM)j28scnD*!4Xq3`I8~i}!`d20B`wUUrLn)t-(>zkd#IdOP$Me8e_NQ+>T&nE zoizaaAeheYf#g0Kj)(m4!uhBbR3Z7#+YQD4PqEA&31G=+?&%U%Y^<%#9vB zyDFs$+04eFU3#Z4m5H@Ez|vgb3Vz`I$y_n@K5nAmbaAkMfyr1Lie{_b#_2+3tNm8D z>)E1QCP%eFkMGfB_U)S8W|vm|tf(@kL<~Nc=l${JMkh!WRLR!qcJaCsM&$eXVm`74 z34=8Jd;n6=d^{{|`M$}8ZbIPjUkQT@ENYKEL!_d@DEZ&t+P8erf_>YKfDx1>ypBMa zr`ETI4ST=mP00hg^=76eo%VD6SUJ!0d!kZ6h=e!#PbD|`IrfQJfD8c6$Xa2GWkVCU9+3dynlRnRDP*M&Zoyb4sXgW&;~oOME^mj@ zm+TT>frr|j&j_^_N`;(x>++}epTN-W19$m_okpa38v3a4rO&p-QvQ(d@FAL?NmnJj zTn|!!Fe01hKc+MG_#bB$hM;QYKMxad*dkpBem%jK5&X5H^|v;JWS9mKL6^uv@}{n zC(lL5@2yFaptRZPago~Nu~Pc9`E=I32{kg2qWtE)c2tQ}6;bVf%V9EeDW>82HWcP@ zl*R*mzC*ST9`dE1xgCVZ|!}rhw zAO6M+wIE>Zi#o1a`TOr%d*7E51v~)tP&JWxD+8)lU(~rzgBN;l`T9J|3=vNdF*YFU<195IdxUujuD#wfHYV_~$S$a(eB^5`-R zZ*&93hjkcqpSWo;wz=vEkWL+*FA+~?XBsztm02IhO@1Sbfzu*E91j!0=0et`N89>{9|4!D@%x73`tQl z#ql=o_T|#FKaLG(t*MK8_rJ^>L^JD-dcJfYIJ=FnxEmQng%`>YS9t!s57|#%sjYf( zj8bDPO#yzZ zT&?J;$Clv}153`my+XeOjR&X1$h$K>tgNdYzJkO`=1no2*z6yN8}>_9od?G${=Z`1 zJ;@A!-kX@sIdj~Gqu7w-8V3qbnB+^gQSE_b*eynBt!yh!=A9_fRq6*pCdg>y$enL7 z@ikuDSH%0o?M8UTxfNptTMfQF9qZm6jqF0pk)q$2b@-nK6Y)~1bwY2ZVz9sbSFMlY zFE~oRUFcU!S5jjF&xB0k*RANs(-(e{<|Mze!WY7JK#HKL&ozg=t* zP;srV#v&3lm3pp)*3RP8Hwf3010bf{b9?rFpNV^x3*#K9rUL3dUI;s{v8(nQ*}4UV zI$Ln}ui7u^uRKUw$4qg(A+F5yeDcEmH^M=YbcFK0w|{{@*jou^Z1LHd`_*mwm%g6< z?u~TI+NX3)d~4Cdst_>rG|1s4Eeo8dRQT0?g79Z#OW~Exq_+l|>+SHKBGD?P;f^Bl z=w_{dE9dzmn3HM8hOc~O&HN01l>UjHhj`X}&F80{p0v%Ru@0suFPw*N>3+)G0 zDK#t^=2n*j+Xpgqood+&v)DrzQL}cK%em!XA(GI-cw@I|+AGlAczUJb zXTRYE%>Fb$ovvHPrX?|IxsNOHPQllooe!IOHmBWxXs^|&x{F95)PDt*0CQXPXRS1D zaDL$#ll!1W>GI85?M`0R_$*OIe_^u5p>3}Q5JBzdTs9UdJc(`etUN_4cmicw;hS_e zw2kHjw06VJKTTV`yS3>6i!jYiJ<4q~)2=@?hEzgZI%o54958Aw0IEsr-P(2X&X^{2 z2Hm=^8akntq@|W~B`3;w5s26<#Llhbn^r~b4AD#A_`q6|9V^s>|8W4TL!k)+2P+^_ z#f^YUTk`yp%T_o0*qJAdf}nmjIOp+6eOVao%Gaw50EUDbuk)pB)Dyf+V5mv~2VkK{ zyE44n!$Zcc6N0*Bunia7o$av%*~0qTU%{)nL-kKms(2p%w=U)@#5K6Hl6+1}$}OfA znYB2}a@vWT7FT-l!Bo;19^?Bd6 zLG`kq0RNc2NRZpH(qxdFCpXHr;|@Y~M81zZ2z&Y#_xgo|DqdY6TU}ICRFK#@CMqfk ziqPXmQ8Mz8KF9N{Jf%=aJSv<@zw5{6)-x}}t?+->3}omK$6Iy0zc*z(GsWiu<>jkJ zm^0cn=6}o@OunP-MU(v^!z=bCcY>ry`OW_^WQj<xZ1KyfBRZVK|T3^pHZ-q$V=Xe-td)NfGXEa=2Ap$SweK;P{ z3wE|BHX)ZI;MaZlE}tbZ^Wyd}$@}d^5%~E5^A&r#$#M=9m;DferJu%PItpSwZvnjA z+k+%P=}X?v*Wbk=^88eec?6sPPf-g7)de-(qmS#@;{Mq+N3XemU&~q)XnYU+($m~v z&9fcF$67HS7zEF-3K*XKU+leQP+VIRHW~;JBqV6iBoKlnFa(F-!5N$o9D;jrx8NaI z(7`3RyE9mDcXxMpnYo*D?)x6zANT&cKkip`s#3+S%(k_5ukNRx?$te!Bs(+L_7pB& z-3$(q+4U#kEB~^yTb3hR)CSGxjTw)auO9%-k<0rP{R)Y8Yw-4!CxiSfSV>uo1~nY!#x7&qD`rL;GS=wVG-;F?t?mqy z-Ol?!7Md5=b~!NCJIGxq&dHV)!#yAN_b@yyaefrQ#xA?kL_<|ELtb)a27fM3-0X^I z;2NuaSD835{@zOywyaNJCr(UtX!ok#wRl{wkgo=INyp(rev)M(r_ zVa)h7aGq5hhK%do_0>S zG@RGyDueDST$O(Y7yh!@=ocoyFSNWfP>ihn7#>k2lg!Im2Q$SmhAQckL>8!&8ANgA zty;t_+yO<^2aX4EpW`3M-hM*8W>PEt3`DDRN{rP z7Ep}e&8;r(bh~z>A9ckYBrXAxvncE;Ly=|n=-XszRQNqkR>+Q#)}ghniJ@Lcu+{xd z$;2?Ddi=fp)oCKNJyE!TiCa`DW@tVLXze-paR8S}(ulXdMwf;{G@kT~c(e{MXt~hO zeIy{R6Pwr(TS*&oth@N9uV@tiq6q%RVL$jhvCa;F%?T{-@>L21*8uMiS(??G7N)E< zF}pL)JIls+`Yxp{u2<8;(#>`YEi|Ob)JBWhd7m5Ze>Fte@cB=N1>r%QMZ0;L1$eXF z`H4Fh{;np>r@@802ZA)t?YlQql}B1|n;(@A^rgMH-YHs8zG>fOFdVou*e6k)m96_` zUf>iZ-tjm#$fUMiPN9++8b&KceQLq|8gc5u3Jk~gT)bA|F*Hy5O&)iA-tCdz1N2Gr z08+9l(|)FV;(6kg=sYLo_*yXhD(#y|@r(DBl<^5>LndOW`929jk0?WPJI}VhIFA2V z2K<5R(Va<)4wi9Mir|Vjwt(x9%$2;DX5#h^%O5Q6Xl}^8886@xdVooJqo&oU&k(M5 z1_pcjhBJOK_6j;0cL8d=y;A!;6_um%s0YH}01?;E{=)X*&%2Z(LUg&dx1JSCVZZM? zG1+bo2H;Wy9?_Tg>WYQxDyF;yK>epL1*#bmQMvLN66bLZHzpcWtKFt?>NcL7u!VHz z!dZd`raB+VYjXkcp#Tq5Y0e<{ce!|j>3DwF^q4&7v{)Ny^Y&MZ`TD6bF?U8A+#T1$ zMS(uN@zN$$oNm29pP5NJT@9TeWo#@p`jWG@N`~_Bav6~VCq*Y){fjUGze@CDaohoL zPQ7FFV#M4YVaBxP$VHspleF{ABk^_Ut?fzHJX?1mW1%0rfb#D5>kGh(MyY& zN-1_lvjmF*9gTT~ENM=zO25A53n$6z=55_b_qKOZ8(k69jW_#si68B10qgPF?Q{rO z)zLsghSAV(pajr6*%bb%ZvByZ;xh$kQ;kh-Le-jN6le@zM#~cxythKe^T7Tczr_-Q z=eG2x0fFZ+PRN^Ra)RR41HhxdrxvV+wsqA;-a6{%-`ZzzM-jQ`^$s)loQxzvR*vJ{ z7V6nP_2oPx4Fpw$DxRGDw?oYF>NX zmeh*@)vFzWYAs_$Ni4?UFJhuFb_Y`hci0OUco&zwN{(M^+$z!h9xO8S2oCk8JBm%O z=IRHWJ0pmDoo%$HN-u0LR5^c)R3`%3-;Gs0R&w z1r$#!dLfU)Y_Ebxo{=QHZ`^ z(9Ey#0a!b=Qui+Nu&OQ(NP$D8!AQLEi)|%7*EL(IZBR~M|1?+LsabxEt>)lV6vaxz z(S`3aY0wxwsH8Q{FtO4_)jPV#qXF>dC^t|{oIp&WdA2 zATf;MVT`dc)YPKJ1`|; zC-E$Ag8_a3beW>?KWNFo01HPSpP#Gsn>bxg{Mo95_h9EB#kv@T01Ifeg0W=2MQL9v z)+?JzT#=RNe6Hd^dXhsxhFts|R$hG4M;D1Cx2v2A|Dl))-Fl}pa^bSJwY!P*#X^ia zm=i1+|95>?_~7|7=JPLU*EeHOhJsyQ@O5=S6K{kKeVV((JkGM&4TM6mP^-}P=<;Y~ ztrE5z$Y3&2I0t}5pkBS+K#~T!l5TtjRgI={C=$zr&JN1 zH$g>R>t2_6)Qz1VHlR9S*q%u=KIYKFWw;q8@bTjA?BGW1k;eFSN;KOhT1key$d{He zXc36-cl{K=s-Q8tFiEnRpOio0bzLmH*dOi}GK6!J%oCgNme*2SO6Fse(_gTr(mrYjvu#Sq0euc8b zIN`eN&k7b{6ap(Eef6=u+*Yk!n$u|%8P0Ea92RP?;tpjAJFG1Lu(qi7R85XzsKulQ#+uxb`@nHR}|n9gKYvmhoW)sudC!W9WNvc==H~>7~?? zF@uE~Tvr~f=&C(xtlwrY0VF#ypmnX(t+c}pMl?;ZY4$?4i)Axc4GsZ)&K|TG;JE-Q z%^LJX_u-W!4mAcGO4cAhSd*Wyet5&iguadmnSx?>?Owtp(%#h&n^c$jf+IDi_9V&# z9S|56s<_pX&7#4j&ZBX1g{ydmt9!{4^m;67tPKW|c^vL$@fQky z!N$sw>BkBwQz}m6fKjjF?T=*1=;^J#FRFi&Rcu@0Q~a#p2PIkpm&3O!SD>Ooc2^@Y zYu~MwKi=a9OHddW7?0gv;`QBUYR{tAu27})d%7;?Q4U{$hrWG&daTHaiPYNy#Khl* zuV?lq?EvPyDju@rkR@3N_yY#$tCNnvDT(aukOuqNIS%650spWMdlpWqB5dqh=h|?P?`(Lq-zKic2sOCA)_bazaP>P=uIFVw zeyW`j26NxD@eI5pz<6bN)!FT27KEjTQ2NKS82>Kw6K@1eOn2hDJh8Ny@se93BytB(`9*U!dTJ}<~Z^wped|XF2Xck@5 zB{cA+TTOfg6UQ8(6JICO@YTxO7|my;Ys*i;1?ff!7IS?qnzatb%IME6$R9^z9)2P$ zaTfY@%<8U5F;5RYx4Q<|X#pH9L^)N8+N+Je9qHVg_Ih?#chUKAW5Er8paPGX4A!x8 zr$DcpOfJ3=cI^k&)1iB+sgO-qcVUd)&1`im$e^SY^G)E8+& zReeow4jf@osLFzf51=m@md|(l=`m#?CvB6_Y(}%mV)wi2C^{8+$Xa)l!V^}p_C-0g ziL$6}8=UINVjax`%fojXIwjz9I;(FSwAjW8AJ~eg4EyS9<$HW71(mjjMnn_2tENrz zs5pzfEtLUa-kg<696*89J)YOLyfRHGFQ^AXyLnOw#96PENB&KGkI z?~7fpj^{J9G`wVkkoKlbKCYHRdsx1!6z0jk!>wZJS}35y&WcKAC9&;xP*@&s-?TO^ zFQ`oHo~N!u`E44oC7AV07{Y}1XD(6`GaPy|GTnaB z{QNbyCDXmFnBCu!Nn#`0pLG!jwzmL|-VZRD-~uk&tLe?;Uf)yo*^%Kqn89aK#i6$L zak0ThoRWg4TMs54Ov`Vjbck0bZvUc30vs7|UeHl~St@WI6+M(kj zXJbB|+EsSgDoYQ|^Jbm}DV3eSSATo~dRlBDz0lxB|7B;aHPyJQ*zmo-!5&&g!9r3k*d%!M>0}{b zt5u1s`epJf37;t&45LU4DF^P7u1GiI^vs`@RjU66tsHB?PIuBtxIt3gCWngx&rr=%n!@~cSa zjz@qVgBYiNn_EWF*H1`zmCIe^nx>Gt4vT!MV3Yqgu1hO+3p@nXOY0WuW`@C8m(*YZ@^3XCCR~GS#%47WAEVD~ zWbzo&&WTOLt(az}oKv0Tc4Hj8@_D+aTd_3g=aYQ`!@Xe*sDrIu$Gt72JwdQY#m1g{ zVLu|N$FtL&_TJy>yj;TFe!8qM12c=|^a4+*wjlg2tfUNPgp~i*^TFF<0p2_S!g6O~ zDZ$a-h0Ouq@M8wxm7v9tIerC7uR?iddSjXMY~ssB*Wbh{7}pKm=9J=f>9kk06`d8y z4>1YTk0+ks4{RjUP5FJ!|6KB^4gCw0X{`tEy;?8p+nzHyOb2qN$fhiMPK)j>sjv1q z#~H5SRz&QGYwse#N;HWS>e+g!)lm_>HuxZw$%>&MFLr{{9GiAYBB%!?;NDzn;p;qD zUu0P9h^mL(&PnXEmV!+<_kmTgY_09qcQp0I27doaobz+DlKb>(^$LEJArv*$F1Y6+$lY9XL1ss9uW2pR1 z{*SKN>pfO!G5;~KP1vX_w^~Y>6Ev#j*%3`l<)y&`!|afmjN9Gu8HiO)#attF@Q|s- z%y@Iai=~L`RP@gcJJJJ~{0LF|?XQ#_zPzMkjQHgU>~@o^!QUxMZkB`J{UDDXI1E56 zB98y?&SRr5-f)}s+YLPT*ogE1*9V2A9;u$~zz>4*zbAX~1Lj3?2`Jey*m&FEcB7i_ zQ|w_zLw>pqjZ8tnWI!nDt6R$O#QY~X_sG+StQgQZqd5xTRr}q^p~hQcRuh_c0EPz~ z+>=mDN*_%q1cxPMiE^>RiM^hs_~D2B#gDW-QN$3YmMxoFW;oz%0qouCXE7e8$pwP! z^M}e)z=Ny*pB{|#rWiTMDJUpzE)KMS6aXzk6M+T#;Awl>Rm4O0U~V9c0`JZNv|{NJ zCT{YMH+xksr<-y>Zk}Q(Fd;y`g(MkS>d22WSnv$SueU5Xs7!4S+(dq|46MmA!_de$ zy&t4Dh5bOb%MH+TvY_dBt*6I+iMI0>tUxxkW!)&GK&|S!O8B>=lyoxh9q_9LFej#c zVYvf{pg|(*Tg4oC;hNRkyS=Ifbw?mK1uq83xBymcO_L8>LYe}T!Yfxreo@Q&7uGB@ z2zG7Al>wx94Um8nll2Jm4a2-Q;XlMPV@Cnel3avGq=FNH>REH%>RG)#vJ1CWbT-&3q;fz2GTR#IuwS2uy3`yBPYE^$dzD7KP%J0*A-YZGGVmYY(SG8B%94GvihPc>5l*7!EN|SBCN*pY;(END*;;De9WT{kGbJ1W?qbEkb1~ zce)WyKSE(+=wN|yqWMOT#)?y*bv)W+A$79rFpeYjGp^?c0MBu2W6WI>JuF`c1f^~| zsBFc8uGtym%>-y4!mItQ$&izzKQ#hvm z_$OiYJ{3%Y44|jOU#XPpp-uABBk8rIODBFrzN(wUQRm)K)X{69Ak&<1H1HgmD+JYFP)*_%m)77pBQM7X6DE1FlyM*{! zzgbm!yrvu;@%;F1o(x1Vo%Gb7u`orc({Q6z`2D-dB;_BFJNx2g8{PrQz}KUE z&lvcvQ=HD-7PBq;n#d-Po{Xbu4~-`Z32PxO@{qB+wVrVJ97NE-xD6cr{> zCBffl&DeYS)xJ?;#S$8CHe`C-H~CKX9i$vsYgWR&y+927gYk>h=q;As&xaqJ-^iJK+fKG^Mx9lEXu=$ zm$YB6Igr}L1ocgP%H9^U6&^EaX$j~1&G!XH(fvJl3;drRxKL!4UAWcdcZ~wC769VQ z%vz+72OMqGKS)-AZt?lAha`}4CovAAK7&t|=vE>`4+uTFZEUW=#(1a*R|OY`li(yi zHb73G6#N+pTW>h!wBF>yn;6u$i&2PN0&4?0Pn5F=L`Z5{d*OC8A0EEUuUjp0CH|_cP7hH6vyN8QQ)5z^QlsgCVa>j!KW;F{t8=5&qS_ok64+HiAH4HAK0z?aX`LtspB~|5aX72#I7{;x zU?Xdh+SAv%6Wk^z7Zr?hn6j2}_p9d4IDefv{oS@_j|8-ZtN!biYc&haDC zr|m6RMl9Xy{ZMozF&dWB;!_=@`ZRl3g{ad`L6tLZE1-t0iRY>Q2ShHGzL5p?GN0|O zU2wac=T|L-dm0a?%SFCGKljT*ojE;-Vbr}fecxrVR}0ivftCQB{{Tk4YlKh`Tzwd+69XHoY@6Sz&8=rEl?xm#1oTyH zU#NPTnP#!=K4301QtGQ>ne^qOzb_!9+vI)D`K_E-F&NRKUpQtqRVx0iuBnyflbma= z3}8|LP!2#otZV>xetgz=dkhBf8oqL!y*WV)mIw{YXUvzF#4LwbSS*J9q%$9C0a_3C znEW1;&$}6t`2ATrN82^B+DpoQIqLY zZ`jVw8$~iM1p1ChOVfP04M19mBCkLcAc72w0+S*Oe5i{46^(!8;s0BCs6Iu#ua0eA6e*_ zptF;GAiMv|%}vJe*~wC$j6qpO$3$P(mW)BcPRI7I{}DIWHUxf9GS;&-B4cFY_&~-W zrf+O$WJ|`$1{{ljv(>k@v@p}Q)hDyHw$n#v5VSC}uvW0t*3~Ct1@15Z_c`Byd&=rt z>*`zD+G(2s_m|SPF(qSU`TLAd#XmQzxGsL&RA z3dnXmBJBB2sj5tc-byEnRA(GT!xAi3jK49@LL2=HOqm_%9~-{~0#2^rk*!vp8XcuSwR86?{AM82ewy1}8&gTQ#iQfVbJ-p?Its zA!2i|Bh{<3=L-K1u-ORzzIR>2`SG(D(zipTkMN`(yTacO?_~KY<>UYp);fmNkL%gr zNT2^u5;&^vFUk6&P%*oRW((t~GS%>Xc>jMcMS#2BO)0Levo~I;jlHoM?|Ix-slh|l4vsS+v!@?BK>sy76U+#&_v3Fb;&*kSuosZoDj-u9Iij zb%g(Ud-VaNq|+#wO7N9b@+&v{dBr*PM*VSE!o-M-8xo zoT54+zP(tP8y{+qmc-W%8yD`kE*|R;k9Fq8>)4{YS^b~?9WA>gVxk8_C9cv5rwnlQ z{D+CQ+>rnNie1fdKg}{(874K8sJ1XD$3&k2{y*Bu^3U7Bs|y`2E7s%_q5H|V(a7I^ zV88++fMJ~2s^&%q1_MWdHgjfQ{xc&0*7<*X_~KbulWw7NFEq)q2!3@5zmk)=&VJvx z-8~_SRP@AV|JEf*8a!rQg1vcr<6QiMt?fUL1)(6q^3d5EPTM;?)DHQy&Xf5La*`bw zCG$D!-vAOtFcXk>l|T&)TgwW%_3ppkM}jCKgm-0lWz_|>s(SYY(4HYHp~E_F>m%0Y zgJ-$Ce37M2@t?KXwDY4$qw%zm>wNy~$ieM$i>%a^q>e?vP6VMN$N(4Iy$P3hk@b1pM$P@KawkUTuIW$!N9rIK z{C_50)3ZtAl?UXdBYXlEHbLOgM$p)!yPyxbXgHoP`a02unfyPGWWQxCCHfDpv^>H+ zWFO!CLX)A=nMiT7IkwcGijOBvYWyoteM z5z~%o?5-OS4Cth^dfx^&cC{uDG#@a&Y1DG!dfJcP3%y|R$=kuCpGOun45r>8*g&=0 zM2lcA?-68Pn-XG9;hf3jCTXV0fXU)yCcp^e=GUe_ZEc8g-Uv4KY(1Y^8(SGzLv=y* zpCC6AdP8cU6bkH^Eqb$?XV2oS;abFaS@GO)kG_ae zuKR?4vBDNt3#_g6q_yEX50Ll)*G$cbeJqd|bO*cHdf0`;xrXX%w|h7;Kvi` zfAo{nY`w0h>{$CS*LNbg$Mnk|WM;Q9fsmoccuQl!huuc?Om|_Y+bv@nc!Ex2ic032 z`OT|Dq|PnmTJe`kRZezU9s)iTH%QR$rX7RGppG?U6s5-cT_Ol{0n)IL_{t^Ah4&~a zv~l~0l%ZH9yR5tH_&wNma{%3D^tIPemto(tDN?Pr%_%bfo-${=XZv8e%CnrFeU!eN>iN_IvN7&a*0{0~X_uUTn zT_yK5CHF0edjLWFeMg}rnBjdL?<`uNj1->@e)POsiR{O$L;zE}nUEEOeO-(X$_x##V?IQ7x#FCip&jU8eH|lFOdhHta zh#5p~cM~2wJr-Bd7FXjIcjJaUJ1PtCyM=*8mxc`&AN@u7pFqX)0}VaFWA}v%w`8ZB zpRpW#C(L|*!lq(S`;#R9gkzAjo4GHRi;Kd87cPSrV0#Pwesw(ummvq2nHJYnh`7#9 z__yW@=jJS>G1v~JTQ+juF`%e|uo~3MzJ=R9q*U0#$a*+t-y81(d3)?r`D&K8f#Bd? zeXGuK6A;V7A?5YO|KG+ElTg=&U0^54@Z8J%ec_*EXeIkppW@A6l7nQY8&Lb$PE80zGZ1V16ef`>yucU~4}4-TgrZRBfh~ zdcqNz#eHiO=kBi3;-OicxG~+&dQcJXvO4h;TLpVVTBk4qbBGP6KXh5ZyMM15$mRjn z?Ur`%o|k-^iby(5XMi6wh@w1U*N66G@t)-bIfca>t3P!oZpRb|5Ox>B z`!sMZq7iCDP0aertBdL<+=~bobqjZ|t_S^pQv5*mBEdIrf3+wKWHCl{@Ut|pss2=K zb8Fast3a$V5O(9bkzpu;_L9WBRKhWgfJoZ_ydi=cX>M!aB~~udsIoammy$&35aD*3 z_IfWIiW(`>5i4nIq`5s2Ssr_=i1L^xn4Cuok#Yf_c63&0V>XsH2--gU%cxgzw`Lh}i^yIK)l@nmkB7cidqW#x<@U>=ukH^=SoZJm4K9}=&@7fz9R!$l@Zdt z^&+VMP6@O-KDclX)kJq@3ReGgcculez>}VuPQIH;zH2tNc?bE71(FW*^U(n`;1z@g z5q4b!uU+e89KRafl%74Ue`$x-`}qxaPv52t{8R?NYy`TD%nozSF>+_- z>27$Qn4hsC4NHA}P5#8hM@qEWS@2z?syuR@kO>OV2`bAOyhseDN||P1RUnQURZrOLs-JzC=C`^` zTI23WXPaZ%luZo95|# zklE%fP`7ka`rss$i1CJlA*TjI-=6AC*!)@$&+VHJ%qDM0SzB39=w9XvrP$WvbddV$ z*GC-pYds@F0{JAixSBgWN*}UMp}1UZ*rte)sTnwBomOA$u{J;w?4YD{f;bEEUb8*6 zA#iPH(c|*ja$@8{3}+S0T7$zqc$SBeVzGOzo=B=ldUWfv_zbvufSSa34&(h#yCQ;(8%WklE znFeFg7=Oyf?|?M-XlG~QJNwEY+6jesNd#bGsLCK69uqNi^!OG3B*W#>dtR+0XqdY3|^pE)YG|7Tlz;4NCxshGP%#?^Hm4D$w8m23}rIq$RC?$ zqdj*&^nQKxLv%8dca{9P97;x~b8wF)0xiwNXz`SJcQ0xt1uc~yD({nq;|5kz zzN-j6mHC0IgaJkcVgxs>Z-CNB>b1e7EnY=rM_aLuhJ_T8sJy1E^cY_1`l5ljR{l&Fk4m;_ zGlac4lP*#=7YPYor%Xwz%e`c>p<#R3aEfDM$a=b(&xTsi?VLlnuS^j@(hb{qqQ2^<64vAEd4$5plt%Tv(&sBI zCidMn(s(~JG(iG*O~YLdC(A~k`3YqVU60eAvVUT99!Otw-jD_TOkd?CJC(rsA`a9^ z#-^1Vl%&;HLW!LyjW0zv9&MN87oX}Z9I6ZbL4@NJ6&jvQB9^PFT%G@wQ5b6wZ8~5E zTlrvd_x2ky#iQ!SrGF~G9W4G#sr6c?{YL6Wo#!~yR*!5|Ii(F>Bm~3ipl+k@%Q)xs z5`(6nUUtvm_sah+(*!vn@+?=Yr&&3^JwO#NMxvE(EH!`E+aoac3wGJnMAZpSLu!83 z+91}1ozl^P<=_>=wKTk56H_+5onQAdTx{i9QFHl|6q_-wA1A#cV2Z;-}ht(TH)t-S@n>>E!K$W$Oj82K4ZOflm3 z#5CE{-t}cr^$k}jc)M=JyJb-U@W5UJcrmV;)`(ZFfj7Fl%5A2K$EAAn)|6Vk&K=El zf5UyB{+ks>Xsk^JbLNw?o`&5X-eU^BV=DF$(dlg1NT{JRV%JuxC?#E6J^dbI@r<-_NvWv4ON&{az?5Sm=rESa%dcOzi z`bPXv@TP}G_)0aPGJn`sr|onf+Fh)<f`k zS<+W`o)+gXCbk&q4F$>^bhf{I0f{s_e~eIC*@^lASKTHASKWkt)Je(`!c|R#EM(8t z@8%kn?g&82%#?RtEeSV4AD`CJ%7@}Kqsftay^(tTzM<4K>5abxfGznBAM<@+Mm7qm zItI$$t>x#wt*J)cPt{5JAVG|5q(dzKU8fqgO$iI-@VBRTT~~Xy$rjOxe9|kT5a$l% zW;8Q?G8z(o@x(aV3!{McAPfO*kyvq)k3q((zgbL)wtR>2dVADP5;nN~Gt{NKGcC-? zAB%0p?9v_Ft{Ls#t_dB~i?nxR4-iac956I%w^C194Y!Z685>5NfkF);r_7#FHWS?L zuBmu;U01{gxFT)5XW)4(@kAcNW$;ekX*%Rrq{tMP?(n9{N4eoa=J6TbL9V>zM?a{W zyGCct!7Q{K#CEcFOq83!AD2GnStH<*h6t9+F}A6QL{B=m-!*UmE|j0!{&klx*)3&*!KlL??U1dJh3wt zLu%P4i=A2rVaM+cRC%(nbodTic=QD2TiLR2l=kKJ?18hWZ>r1m{(OfzcP`Jg)+Q8v zXVKeZIc$8{rIFOPW}VURsIAm~Dr(_HT_Qa|$6Va;<>_MthRp%zmrTqyT3C0LMQD{J3 zrtFWeY#cd?jcpgo3u>XpdWu1Yeo_slm_XPtfSh(T4xAx%vuzAdl>AW3RGQW_WYPj^ zQ0rJIf}26?6wiw}^sdK>cR@8rauVktBCIdo{<1RyTV^Z)FZ7O_ zh&1faex%S-FiVx6(LE1hu~`D=NZBB5u*MdDL^GX7Jeo_55zogG*?zE((=1p z2ZlKL*XPCloXfy!u=9Y}D63Gcv@mq-h%IpS5a=#m4eSt#f1RN51X~;bz+tK|4S3 zvP9~jf<16lUtItR;nnm~9u*-a!GP@0tnXlCo$@6h=Cm^g zgRb}VO$?KO9&0|^k#RzC(0*@*ACZkxO^WE_Z!d z83gAs#&Um}jn0mx7-j|(NeguLHofgJ5<%_EKq1cJTh$+$r6m@9+F;NzX&gzHbJ@$n zr;9yK!vVT@lC?)+ zl0XjPj6SqG70e8dGIo<6W`8&x?nE%L?Zb!bY{SD<8M$iIVja>oc+5t7+p)(O6=v3( zVa-F~8DPW7L~~(FGP}dsu;^Y0rPh0T)F7v&^{hAiC8J!ZH$w>NTrUIJ9A=a5b`5Qg zES(7-5&RTE5|pl+^?ifk#l|D>SPLu5;C9Q3gFo?g^GhP0K*174m8*C4gYSi{P6Zc82zQ^;_Ow(gip)AYND|^zO4VGDa71O59 z|GeEb7`;={ggC@zD1y_(-|xW8k-muBT;e%5fwKW_CobU!uJ;Gl%}R&Mq&!Pv^kgL2 zZJcZaUJO6x@xFM|m#d|4Lx@#|yRN%-C)7>!&Zi^&r|M}4Y})nWEw#6@hRPCx-8KD- z$?w*GzjpE>J6#UKablf>hrSIqFaZm_7$1~=@{BBgPOeE?}iS9gSZAuPj&n8>6=5xX>c63RZKM$VP)4#EUSI=!$TzY*n7f`CR0T z>5Un~275q=66wa9$V%DX7r)wrI$2hEa6oO`CGJ-|AH4=mMR_ooiYPK|NihRlX=J?b z)Xtsy3{pFN`cAX$8<^D)oFRc8UsF{c4`MN-+9!P8#t!bArJZto_b6e-ir`C(T;DH! zp@Sf_t@G_Ru^0~3gIro5}=-!7do-V^Ec%j+c%GyMArMO}6%aQYe z8m$#=`$mTGWIOU1-U7CrCS<`0*l}&Lhq-EWe^`f~#|D#&^^N@#|CfWEA%uE{q;(GQ zSBZF}2xf~f1zBd?ooB>0sGRHEQWGSQvKBlcySpi9I{p^6&N;@UPhQNjMfnkskhojf ze_Y&8|0?<}N6wJQVDVs_%lk*Wa^p(CmeKaoeh63FVEm65=NdKviH(;wEL?_+QFVAy zG|{cfs)jOKvrI$WO8ap&bp$RxG+iy-d8(Ag z(ja+4CJc6+>fSiA{B#jvs%pFrtl&=E!->mUsi)`J2jVsay`LnT`=-m@GIYF*aPn*# z!cv)Pk&t+dh=*i}WR)`Fy;Xd07)XvvQ)ByN>_Fb8D||lux72*rN*(ysDsa)&Me!2ZJ4EVzVC|jbGWXYK zS0aVFE$;K`4us2||H>1>T4VGMk=ORmV8Z(o(>$H@hKVE%X`fhBCFm!GuY0MyQj)ti zW==GBFqsJ(h8NXhrnmvc55N@-ng2zbubPU=f@JPnGJ0u(9w8_5=h${N-Fk}koY;G> zTsS2XERV?CmraGov!;X7IvSFWB)Dut&VU`9o;zlwr-IIQ>Sg423T{sFBv+JUQtK54 zs`87zkm1nHD13UJ)|%J^fh0!tMA@nybQwFhi8VK6GmpCM+ay2X*%Syuw(Wp?;zvHQ zt_eS%90W`KaZ5!78e!Z;Vth)XB$4`wFEam2PCWE#Sg_=hZcQ~|3PXCaMJf9U-(|CV zkwd7<>>mc%{NMGP!X*AG+Zxu4AN!d4MKo2O2DC$(r^AUWBpD|&TG+UpY3g}hhBWtW zkKuH4*lBtJqeUAPHQDBZB9M@zd_p#2%3#ejEj3bcWTowW#Iis7wCeASLC4NnoBE^7 zRD{dYNVLCwnT6M>CH{ViQTf z;`6Tz(=6bN5BL%>Fb0FLn;KvB79xdgHWSnzS)%5!Fn=GuiQJ2?v&vAq;WEi_o0y+nIHe?zuvUrv#JrC>^yy-ZxdiG3K0Y=?@zHE%r^Ac87H26rj3YG2Y#hIQ) z5M`Sn-xa`8QauevkwsG~M=llVx0jg1Y7Z@Oq3 z+9pB2t&1O$`(rRa8zhLvSHOAcZ7OJ35_THePD3aW)TxPVzo%4t21R-!>>nI3onqKH zby}k|CC$<_y;h=G-WhXbZCt z?m<-{)MODPUFEVcW8+{bKBaxpd29HaqbZvmAeIRA+c#q6c6dU@oN~>BL2thMxrEti zhD6YBhsl@0?#ON~&PHi~B`_chrMd6CnBgNY4eZQ>^;D4EUqb|??%`pkX0>SqjfSzv z%*=vbSXo39*~3Qfa@mzSnd6=uf}6!%E;bsCs?AxbF(VNAIPQZ)8UM_?wV+TapUgjL1BjJ&**idPa#guSqWQ?h5HaTlK#8%j1t zgAmQ5j~s z$?6%Hf)r!2To&qbU~hp@Mpy<)g{s`XrG z@R7xPXGY9K*mO1*&l@vdMuk;?%JsXUj2X~Njl<^7QiZ(s6tQtBg~CKu5;Gc?Qfmap zhGbEXP>aS!1Vd~L@sdj%HiGy)_`U9RukGsBJO4WT`Un#IRlsKL#nj&AUEbxaW#`{( zd9KOq+7s}Y+1^~Ey{+ROzY7knHlp;e*7?^qX`wE?^wO*6vh~`ie+vHWsDCbgdb{GY z`pN!fbQ^VKxcca|(OmcQuNNE*TX!b~y*;_pfkUDLg1w&;iUX$JNyj!%Z`WswNG8~a zvthX%BiR<+k->C!AhNM{=x{dKxj=luoyE{td~+l_+HfQ+J6TDN3<45tKE>S8z~y1g z%wfSTHtGSeyHm!FT@E7zDI97PAhJ@)EZNg9rU>@WR$#r8nz99V@R3EYW=+j}jS{4@ zF?Q?{M=oJS6GU^IL5TrJi@7z~-@{yf`Q<)vHlNB9TvbBNg`h&RvVH4?6-`y9EWQGq zbQI>MU})6#TV!ztpCw<_DuZm4rMm;KX|kLdd$i>usF|58dR}^Y`5IOEj&;oFoxB7W zfq^o}>Y?{kh;LLVqg*)3t7cOpuwf}9*%RUt8SyDyvQe-UV+bjC!GUF|Bw=aX9VtXW zOhb>28R-XH5cXt=xJY3Z+-2d#Ol^kv>KOx~RAw~nHID>iF_+G$lGKSjGZEYrm-IA> zag24d+z8Dr7RM-eUgFD6xrd*JOl__MAOr7lvfsx zvPj`u?0|-bx$kk^afZwuOtWUcZG+zC-+sU+UfXBgH{FIo9G7|@blVA|Rsf%My9=^U zJf)}Co`*4wum5%kYzT&C%$}^bAFwC%BXNRHzu*hIy%w2Y?{oGDArv1VKh#RVb3+wIJ zyvQu&Qh+ItWtWt&ddz*Z&}%H2;mOS9e9f0quX!2u;LJdf!4aP?m(6!CJ~I*2fEz)n zfhGg-Yf8OVP-u7(z z2Rz^bey`2f5F2X+U##R6Qv?k6ED0zY8*|^opbUyn z>36TWYs#DZK)F-~jYJ#bPS6x!7W7i<)g}~SlvL#%vCgyf$uPS)&XSUu><+p6z18s; z_>MUI`bmg~!Ed6m-FL_H@b+*2_JZ5*lv!4pS$9ufT+0p%7^eu0B%d^Tuwqsm*-l;?RY6;iN`Pcs0 zw%mcj>BdgpA;SLLg61Hw;{%Ozfo3aCZw;|HthYZms`s*6Iu=A6yL63)mtT{yacYpo z_TEhq-z{*mb_!r-wV|Y8W9KiFfPyUJ4qVO`Mm1FlA~L}uY1y<$TB+>SRV5LnMU??Z z3mRh@Ya?F<)erhHORJ>? z@H0N+Gj?Zfv;EL`YrB}dG#?!+uoad4(kaiZ#c?kXkVtLHu+FQHlB{Nqi$KZ1rMs{@ zVs@gLiy^m3C`T&BzBnS&sQHM%*Wyo4;JAs%!p!WH#8OGV4n7L|a2T?u(!^&VveZbL zlp$EKGIw5l*(ew>DHJfmycE2NFqTdP_H!hQ!;+1AK~|ef_DdnGXf$dt7iQp4GG<9> z`t*8AGon|Xu*z_EWM?mzQ8om|nt&=)h8eM^5z6z!eOM%Q5GH$^Ow)5H9ZL~})o^yp zv^{AG-bCC2_gw)>6;mS5zs7fWN@T`C^Zp3k;7tIqTmk4TBzi+*OTvV$GY zJlHlQR#D%5J(;EL${h84?YFnV^T4kjg5r(3)VK)fF;nxg4_Wc{FpO=tY$~LaR5a7! zrGC@oCAjIF&hk6mM-W_kwxM&$-5iaQ2|_9FPItP~-cA20la;qUm0c6CT)@Oue7%Ob zfO?}Y-Kh;J*bA}<$}|1*)>MVYsDe3M+wwsHqfr3S2FFb?O*Sq)SLSP)^lXp;+$aJ_ zazP0+_gBB0vYo0P1P=ziydv;oKz92i6`ZWODT_}KUvHFVv=yl_Hbk@0SqivI2Gj5| z7q>?7G-_7AI+shSre^va4KZM*(Qx6bH{@;_6338te>3$sEsNL6>ug9gmfmQ_noBf> zi;b65Pbs*vy_?DqlPnIs2n3fVE3aN^y~ag4He5Vo(kYwq1RM+rNXdPcQZo?WsAYlD zs9q?wnVP5Fd%f3i)7))xN0!l}ZaRiEiQE_2O+i%zaa2MuL1r%Z3RvFBT%=&UWy+B3 zh6pNDl1lhes(hDo;VYU^O2Xi{S>Vu^kq8=JO@)+hoLppjmG7?66O_FO!qOZN)Vztv zZaPvMBFG}CnJP>)8tz89vnSB&4G{!nz@7$D?}D}HlRoK_KJWuSP;cGa>u*$8@!bo} z6eK0^C2*&4?+8|Mi3FF_*x+*N1_deQijnKAJAxe;Re zSi96b6`JQq&F0Qb*$f0xysEemR3fqh;Pu{dq*nk-YmQmK=o!ApJ?`Oei68mMM_O1s zD)fAX-Di=!CXRsXO$Q=+mzx(^UXfP`1I;LnfY7lQ(=(_cuBF$MnwHlRx%jKX#$K<`)d@^46#S8ZQ5y=VR3QZinJ`c!zg5 zlxGF6+hW>@oz-7^`MRHft(o3dn|Z5{?Y9-rZrmxrDuj|DE1~Ayx7K;1t#6hoYZ@DZ z*IdtQ3!tqy!6Ie_Biquu(r@c_L@=lmSPK?YE`nuO>Y?&)~JFv>88a<630cCjRR}vdQOmlZxI+X}MGXi5XNqQX&M-+u>I|rsfuFh$-81sB)9?RG2bB@tXnxy&03S^4NG6 zD7mmF(-Smi^r&jcxFhZw*^T(ZFZ@D(6zYe5o{fQJzk4c?GVm0TfS!Otp+}=Up=e+S z+$cv`SVB!ut^Oqa>CZ7-?&V^v)GY|^nt%*s5s>|Y6Sf4=uVyZCSr()-WOm}v=vUs> zL-GVeg0mM&2h(J&2fssX#>RGiWMK7HfoTHfZb0;X3tdfymdCV3; zd|?$sFOEtWlebE!#|mIou{uG)OAuy|!mehPG^!7LbHN7 z%1bE-7ug}DA6>aM+Gd3bnT50v3NlMdasTq}Vgxv^^>X%xPYIuiJpkNFr+ zo&P$LU%Q+Qwezo`+u#27k9o{vtk2e7zq8waN691Yw>)R<$;V04@$iD7UB2TxzT+Ns zf8{uhm3A6GFSB>8V$}W9mKBQ-t}GIbrIIT)my#QtGf;J-SM(pKtQk{ zc;&55Rsf5MwZ&U+P4FV`Q)nq*pyxtqDYK68wbnUJus3Dv2`{o$ny(=))=Ue6-ld_f zOICHOkR`>C_`C>$TXQTp+{NE2L{H$(US3HBQ3GRMlxmPmv!H40*~lW4ZyaN7?qXU7 zjq;U6cJh`xcUBgm7^@ip!PiVmC?(BN-f&Ww?}upiXyT@#p34n4ra+u`(1UmzWARH3j3aFUt%>5R=S6&zHR> z#Tq^eFr;mEMn_ChbZ|c#wpp5lvDq3Kn0q)2RRUn|%Rg z^hPi4aUlA(r9gH$L*3a%Mq!(OkA%&WWhzP9c0Hw!i6pj30$aM+{b^`YNHOxc5K zA_OQ1EeLL0uLMa(5hO7}p1A#Bu`XGy>G#Z#R)`3N!vD}F% z8X#mzEpEHiTY;^*7LCQ<^JyY9@=8a;U7UeZk~;P77bOG52qHK^88B*_0?RE{zUgu? z5YtaAx6bnthtlP$(knxD^&0{cXVbJ2nxi4TS4$!^~ zkxP|m48#{fK%**A6$5%oWz#cY$=$@=M0o{~5gB?mhNju{MG(p+iZJ8Vr#a)UXKZl)Pk#)myDum zm`Dc{_nncM85M_8@2f;(n$r0l0fGBm%u(uPXK6-8VKfo-^HL8Rm8h9!F+DJHDUu^% z-g+9}5p{~NXy%R*Cd#AN=oN1k8ZTs48zotM_EM|aq@HaZ#%Ow*7E zo@%d;q}~*NvH6*w`I-LZR~8@ZlG=Pn+(e=F94f|-yZz4k?2_mZadu0e9D&y!0e`u= z^X$VO_OJ`G?ELG$5&RGT@NfU!+ZlL|`~ue#`)=>{ZWjz4PqKel?}BK%yz}XQ7nrZt ze;V)69{zj2lK;q&H+KeiyW8EaG3Ht2EMIm18k~PEDb^org(b*)t!8hoRl-t0;}c*h zux?mJEC^()ho!(f?q#R3GEi>$viQ(!1rXCBW6jxOLg2V{#=>Y+3XaRmk;Vr|IuRHP zE+%`aEjxS_pl8p3ust&ymJIlcK<`pNy*OrM<)qwaLP;X5uoXkL3|h3!NIgRFmDD9c zk<6^g3R3_*rD_FX>5?ph)ap@##n4KqZMk+*u*c@B0F^M<)GU}*OP?y6_T@FCiOEP3aaM8>~V_;Mq!9`{OmwFg4wfIIgJdKJBlq@ty@mySrz)@1E zd3nxRa$)9DGf}j!1NHe2nJmVRr=1Ja=`EoHt@C@rGAD0Bpk&wMdMJRkU5m-`6D%X5XP;G2j zsz;+CAN3oWB}b!r)pB8AIzlb7jH+U+&DSMpd)NfjIC575n+bd$_qfMB`Sib+DmVjX z!g{EbLD1ylB9Uke42g_3OGz0_IGN%3YfxxvHU)pK=@yvR@pLKP=;mme^d1rhn&)A2 z^wfE?1_uO!XnLc7m^+f1sr$zv&widRzx;AZ_gLaKbR0#NOD`<<$pm4^drD7MiqqAG z85hlKC_4j|E0}>x_m_>zwT0T-!ORm*Ba11pVYvuLK)Jk<^!mN;WRvpx>%IQoN)g2I zs+tHJakdu8!b~W7soBsFjLwGaz2?rqkjPMr$&w?brU1KZJr_1!e_oasi@<7dsSRn+1P=_$O<811v@8y8 zN+l>sSa;1OcN#9H}CGWQ-yA~8zHi%T0qSYZTkD?vqzZZ*Che}k`td}zahQgB&!Awtt0S1{nN?6 zg7|`F+rN*v#pLYJZEt(q>0k1amz>of@?Gw7ml^m9Olet|<|97hBM!5(fw~qz;=`V$QH@~fu&@v~vXRb;VTh&mWQ~h-^x|876{h!*rDq`cwy%EuWdBK)k)Ayp zVMS9aW6h$(#@@_M%vWhjVcGDa5sjDll^uo-P?&W1*cF3GgD)oDl&Q($bGW~Tsx(J5)TXbdPPY}PE5Cy^SY zHmameTu(1J8^*juV6LAodn#C(4h_9YxuidO0!yRZjT-Xk4wNC3+}sB} z=s{;cPrjreyHjq8-s8%QhA&65bcnfwi$G7w%&WmgI=$PWxdq-q8gX2bMPN_AGGF~>5 zQ#}685i8PUxsx@wX%WQdW#THK;kA`;cZWv(<|TztWVClsQj9ur;HVN2Xja&6s3D2y zC6$hu0?dUw0sxGq3UWa;@Txc{g)g~QTy4@6lo2UTO5tD!|_Zf3Xz|V5&rE@ryeNP2Msx^wL z6x`<`pezf*UE^r7g0qyJBLhtw?yF}-vNS3?cLCK&ra3Mt1>s0AaX}a;W9~u;sBwgG z#^jYjkB?p!0f*6@+GJ%hB$Ow?drE2608$Do0vFBYO6u>QukkFC^0iIC=iayYR=2v9 zbMC8^>qRem(T#6>W4`{L`K;rA`0szcXjgAe_h+{pufh2jD2u@M2K$0rI*tv=b`D$i zZC9-4G|a3mmV#Z94e_!s+Adl^pO3|1!+=KPs25G+;!@9LOSexgz2%W3*)qbHVAZm! z3&@wi<>^mbGkZ0T5+S@)BGM$8Z>*_{1lYnMt8nq0hGi z-DQ_urbwX_rdO2+3+r-mgmRl)4le^0(yVNAmzU<4{-()H*#dIst7l+dMqRp(gaH?d zK!d8ri}8k3qA)`=+J+_=nvFP~Rb`lzDQgNFE9tn4ue_z>;w$EBNDxgMF?mr{E#FZB z$`KePd_)l34-H(ptuBS#Jra%Yg19vY2OnjjOj+^f>tm`&p_Yi{nCP{^U++>GvdbbY zwkjWLO3fupy&(|x?9sr&o)??x#W6v?sxmrD{hITyKU~@J^5$>;=8t{sV?7~!O<&~6 zU=ozAcaRaB%;x1WPX5c18c>eUo-{ET%#zs}V*!O4*wv;aw}3`@%67@d+!3Q8D_Ad} zAJk}0vP&%{FO9)iaoNPB7%Mhpy?o&3#}*Fjh=GxItul;_+t&&6ZleR1RDWd^c4u0k=nFcz65L3ReB zxeKaY9OW@4b7$|;JE#ney=F*rL;1Sod)!J&kq;$zHhUA*NsxNe*UyoQm&m==*zA!| zDy1y!McdP5l+p{%aRqD}Z&eXl9L8pfgW%IxB^ZlfRD7d)W|RcASs!HNB9t#9`%QrX zy^MraE+cmf2m?yZZd_rOFYXG{*w~+MzBcn>Zgej6Dq+Tv`(`TU&IK$Ps7(-+7-c*g zE=DQUOyeNDb&M|;HEec#HIs5lsVyKE6*5-Og3pmWq>9-TX!uIx(hxI4Gj<7%fNEf{ zXp}0E)C02=^dgYm6r;N}bJTM*DTwHueN2kIfO<0JDj_Id5b0=?&A>XjHS@zh?87{Y zve0YXl?~Bqc2s2SQdJIpew*o}DL6Bw`aGfGQf&nHNHH!!^UM&~tSP{wC16kkBW zCEdj7h1E=7Z-^InE^HJpJ}(-U((z(5hO0!8T;?u2dj`zd@S=f2g@TW{$n4n+%kC_j zdCi_ub~2k~@w|z^QCJby_5!*KjNO{S=b}{hG+bCJV>ZHy$ym+8l4%s|a$z|t!wV(I z3KqolT@oC4HNt*MAP!^ho2Dr{7rRrGG;Ch*f)~8-^uOytMu7d?72_X+>im2543+%4 zA>bXk#Vu~(FPZ&7={3mc6ln!>3V!KJUwXLv)BP=L|55+^?@`HF;izi0y=LcMA92mn zx&^^IzU9S2w0#l5`d|TJnZ$R}HCdHGtD2pTgHwlr<+6X}JrJ>073QpQy!FFj*1 z={50BW`5elS-~3>iX|88IgKDRE)_{wKoQJqrE<54GAXrfhsKzJUL0+;>4g&HXf}bo z=-JGLd|V2pI&}&z8XG;0lAs%Zf@r%(`#Ojt0<)9Er{COptw=+nDZ?*={Eo)I%)!41 z&OfK@-(l#NX#PVs&gOQK3bTV{xcbPNp_mzqk<)N@4^c8-)BO>O-M?@4B}Eb^*T6G{`A8Rec&506TGNf(fyJdMHL zL3&x(=w&x4p(w>?L&?RIH+PYh2e{M(#)PABG_+~z8GAuQpyy67Dm8n-8BprIVt2aJ zo$hdlJKX!;_x2=sQ0ZsDeowob?hmBtSBXoqekk;gMNYm~Tycd64#K>&rC_OXG$}Kh zJbFqZXsRNEz)X2;^xXAopcLQZDzaQlL1T!)N@A>u4~s;Hp4k(h_{7UEzuejUu#u4^ znYi~|=oMn%)+%aQ;r8yUGsEzZcZH^hK1fl{3W_fArRXq1Ya z8Oznc-d|t%A{^1&pglSIh2`iqqt^l$jO*B1ALqgFD>u6w~Pli;eWl@969U0iD#8(?w z5#;g>RRbFuy_oWHWF{je!R4B@*QjVNS&GAVL*$VZmS&XLuV5O2UbLm2jh_8(mKAuH zdWG$_>eXzH3rkj&0_dGmS#Ae{gUIIYlFVkD_1b(H`+1I^7TS+J@PQBXWSTo;`td|e ze37}3(a_vw*+n+wsHK^d0~*xKT<&}5A3$f0qGvj_`fj?$@ty&>{gt*0Tl zBi!8!6VdNsP&s3FM+Cq5ebI|v^x_x4m;oT0l$e${x%^Dy?cVO~wliOEyMA`}o*aSe zoq#9P$yc))zh=SxH;neU`Ue?~2>zgDN`D7(D9;MFzG43RpDoeHBC{`oHOjiNRmhTJ z6|zLI*)~RR*|Fp@qud&`#mWjmZ}FkG$ZSPAhB!JKZgV2(c0L6ApB=c!V#=%6g!0W= zE-{VTU|3jeaS1MkB6BCp$aux9V0lH@I%yV0w?Cm_tWnBk%F5=VNvdB)d*dyqG#t5a zMY1He?n1+5f99@d9F>uLpWs|oK&@T%w?rY3cD2P$M zEUlJS37d9GqZ&ao1-C=Pjqj8KYE~E;?vyyQlvG%cHx1ysFU&-if{nQ=g8?N=*$oM@ zNlB^W)lX(mP=hQYYjTN9DYCYV%5$U=Wbx_Q zYYJejS}E9YcTQn50xl_SPMD37A;vCM%YFM6L%ftkv)YzaB@)qSLQx_>v+_`)ht5)I zZSfoum@!bN_!>)It5$ECTnKV)nntyip;R&H1yLjdG)f(-0dYG-pyb6^Z`7s8jLn+7 zDeDE%m~Cnz?4UPCbK#{_J+C#EzEhB}n#X zt*@Q?m$&w%C$hO%^I|gAm}5NS8Dq{h*PQR$mgrG((bMQPMUX`mrUX*sC~@;BP<#lK zk}}0)#DtDmWa!z84#B8pCNzyD%}g`odP{>a!Qb;`M(Mr`0UCq{AAHbXg#5(v|NmXR zBQ5fqT!H)VzyICue)sXmAAi`FUj#Sr`z#8~4+$r2PLC>k;iOwB2!FS3IQ zAus*#VjOt8pI9^qga8n%)*%ONLNahThKgvf;|RoK?gSuYmh_k>vs3}2^xP?FJj%2$ z1%LtB9UYb#k9tjMb`LT+IC=AF1E(DbPe#D>LcI)&jY!zS}tG0Rw9+}n03UY)g z#i|H=2_ciSvHjvtj}PCPxEvuXGJ6K}LU6hF-h2HKP`~EewQHAO0lWNKlgt=Y4XiwB zFhkI5zU+c33z;Q+QA`$a0((6@90p=>k33>o8qJK2Ax*6kfDm{Y(#!%mr4WJwVE{p6 zK!(qtX$rrH_-7z-AS^|x)INfd1VR};GozYEQRwvwMPNob5t?t`Q4$d*8`YTD%(Fw5 zH8Xk!EcJ%qXq|23&ISPyC4~%daT)uV3de<#z(5F%FC`oHkoA;35;)SZ*Tf2q5PxO~ z^jVf^1{^hn4T*x7>S?@^M<3^s&5|q&dP_oY{dl##1%#jcOZ8Z3rLQJUamg|T(kpV9n1~A#sa|G^0ou${1V3eSD0(YVghc5&&s?bE&C}WNTSdW;4RRj|!1RI=b z7{Dwj&cK0C(%?Yjk#Ct27?YWijmD~100)4D?uvvMduR%1)FUzgfpb@0w?cmu#4G6- z02bhY9npbn@`b~5;u5dXHp!bf;}k;{AD^PYFT>s=P!Q2tB7Y2PaSmqV2PI+$yz|8?)nFTXr&{A{PYs=p~Vltb`K z=SKZ$(xD_=fBp68|L})Dtm>0pf*SQt%I`mVFq)(C=bydxK1sH?-fr)EyP2KG&fsOY zIp{TSH)DH(oxv8-c0q6J;Kf~QsBMRmFUt_v+u!UYnsDu4;Q$d1K1=&E1EFaKPL2Qx z$vL(?(nF)~kry0a4S?8+1)q(rkJ&08W;h$tSc)t6HodMPpbU-ulQEkZGNac6(aNZM zy$}WBOV&q>ub*|8_Z>TS?AfztPGvf-YuFlPsd-c@q5EvnHzXD%FX6J(lWEu^5C=UC z0)|8nM6a=5O@Rhsrx7QU`|i8XGT@>D^gwXdJW7)uEAC)@Pu=3VuxB82Gz@V>RiBcc zaiy?GumWN<8j!U)xvA`23`JO)G-^UAI{N}KZbsm!24k8s&4t%Qdf&G@cPSIN$RaOh ze6^Mtfjfgh^ikD=GKxGUfen{9>q7%eW|_T`Iy|$aG&GVW13^Y(>``i%0EZkVjmE_& z1VWSqV!+rVgUDbK0hU_IsLIz+$XIDK@#(!V#D%gUk7A)gGpffxZE5Ino?`6#Q4C`% zL{B3SGtFV!&DRfAZn@=_TW`J9zd*QU%NBc}N4F=V%7Oz+LHSlOlRojAn^8)ytx?G; zf=5cNWuxa_9a=5?B+h_{b{H!fM*iEHfGg-V_Ft+q`~E zT%p0zlNpO1KJv^U*x7#k;~#sA$u!mmV~tnS4LNSPdo&7-fuyWndhWJI0&rfkFhnji z7i3ssXmsK?Z~h+Xy`hY03W@-5nt6Fn8kOK8l<`oOv1 z3^oJg<<62pu;h5cL9c31RsmC31eOe-F^C3ZmNcURpxCe% z8V5Z`quvzFhr`cCe)z*5Vykg)lmMI=cYuM=q|_HzAb_ItMSvN18baj7C6|k%9YIs@ z*y59=+NwNX4RU6LmPD}(@v=Es$q@c){zt#v`5 z(n*H=JI|~7WdBl7UJpO~@am|aG^Y20uj-RGY}jD*oO90Ef9N1JM}GgcUCevQ)Y&e) zzuxHf3L8R0wxBd^eeEi3CfP8sLAB3tw};p_>;vscog&(x*tgXrP_iet%Rzv{*Y;8r z#+2gHlNo!=*p{BmT|`P=^S(80=44wIM>K4A$t)R=ZBTseSMh{QNhWY4XaKpRp``&u zBNm%jv6q74fMruL^%{3g0rlbnVO%|(7?JN67W8OLG3F-0TmXX2SFD&5Vq(n&)M3<#>h3>x=Bd&JFQBf@&KACzAi5QKn(oB6HaLFqLH z_zEJ-uoKXcPitHk6i= z6x59kK0yTwA1rqn86s%hVHSunp{!N%$}6vI)2qMu;*0OO=N@yU&aH%uVR{@bG{^)M z9wjPMdKy7_5zKYvr6=g=BcSqD7kN}Qgv^AKZ0STEW`#Axl2T1HMXth(*$8S>tvs@6 z78K3iB04@+%Ui8sgl zVqubd1~3`RF<)pb?V>*D_uhMNiPl^Bp?&dkE2$q_g-FH0cIkTHaz5FQC36I#svSSc5>MgYrF zBe1054pt&V?>i+ONdYmcg^aDZB3cQI^$a+|sSX}N1)G6-DmY7e5n+0#B+DMA=!Bw6 zs=1(tKuO@DAOs-5IhI0o(`#uUYelbsyl7-CqDJ5z)sm`)G&Qkk@DYfk8H51PV+H~d z;IP!#$dQJiDGQ~Z3tzpUG7=PQXrMG^B?5{&GI};C8I%Pjclzo;U%5aTij2P5;lhlK ziF2M+vu$X#6S5um|}1|^$w?j?c%D2=jFfA-+A%P#Zdl#4F9sKc8m zj00q*MSIS5y24k$XpjkPru^q)8x90!8W+Aat3h+5FUQaXEeoT{#hx%q#8PGSki{YZ zCr6bfS)&xoGGHTg)u3lqHCT$Pbb5LQg7OlMvY>1Lym}!`}bMYz`V+8mHuE&iA6a)4JV&+i_G=44(1Tjrbyyiv?F%T46AX@GM zMHnFD2uLkoL!c@<7x}8BU;DPLjsER#fBUXoyT(6@RIMNY*90Pu0wM!e57`g{aS3=L zDK(aHixM*ino$~~=#?O|>=i-76SBErhAoYBG`^JKaBuadgoz0oqkK&SOTIKQ2STqe z?lkLfr6w0e(9n~SI_uSBN_#%C%EDgieWWy`L~O{`FfUm%;7h3v+0YPb@QsowH3&^y z#iR#9X{aflsLW*4P%9z?ap^;I65hRgw*_MdLoDWsY!s_7ktZvAfxJrG0qWzx%TPIT z3B(YAmvEFC8?Y9wZ#`el+AvCqhOOK8iwp9U&=`2sKzW2(gRP(6Or(vuPG!gTtRjx?dV+~=br@>ZVk-gt6 z$$DM@je4Xf2Pnr}^wp3%dymaHC04PeH%fyKrO;prA*gT-c(7P$Q(flsjGAy{Ltvwi zIU5uAqaXdKLx}B{&FnhqK@F;0FyWg40ift;Fsnu0kQQ4S2we1RV3G|Lf;&qZbHsqm z#v?s&zCDT?Z9@@;!$$KcLB3?h!8VmN03lOyG-`RMf0!wU7c=iNdwOWXAsN0QE*gQx zyR4VBKEj4@h$Jt*f$KHDs`g%(P*dhty>=nS7+TN2_{A^CeiQf6kA8G~2MNpXe-Hj@ zvsfNv1s;9$(GyQR(du$_^>x_4`BkscRkYUR)mLBr_rL#rRqurJj(5Dn=;uE7Ik(!? zAu`QpKl@pudjHSsG3wqy>F*ss{`liVIfMruc;KDyd?y3H85zpwpMU-n^Iwg>a{sk^c;(wgZB5=>8gD(pE3fyCGtdY=RlXfY$?gC17BX#6_9E{7K>$<0xP6Zv zg63CCLTDWA5}GJvLpBO}_JIR2Y8w&7wj-Q*G3wF2WY6)(sO)KWJfj+9AR_W2!-UKp zJ&q-!7lHwB&7&SS8fIdNLWahdCRXJ1VKM;1rk=ap^<_cm_QZ^Ad)%>O#~pXv;T+{S z)ILwoz1^6Mvsisn5%$<9<3bo>)+`hkb7*8r_8!@&$+y4#?YF({ZI+p4Dem04)2Dq7*{hqUa@(h5njdTteC8Zz(l^k74 zgA$`Vq@-)KG=d<~QX(QC;!nNzzt7pDojuvv&gc7izpv|hU8~0t2T%b>8X=sL^fY~o z*GawqutyG?ti*xe?RUw1^T+J;*~8la%RCIda>^;w4&N5K4W&y4MfjO-#D|B#8RESMYnb2W5vQoIFl8W!8ronzi~;cDQ*WK9|5;jUTi zYUW?f>|!JWGE}030$Ro`2lmPuplyctO8&iHy1BoiKImz(JE^C2U6b_qB0)f@ZbEN( ztrX}jd$rBHm|RBC_fc+!jxiv5#{SmWmLl-w_j4_s-olFP|t{rFw@Ssf%?jl`%$ijorW4G8YeYoQ6+ z5Vs4zJOSf_7zS0b=?%3g93e)v?o+;!vcCAd7!wgYnn#Mh_Crv5Wt3C% z8<8nkt3uMgELMDOkBq^8XYR44)=goSXxil5)^zlsAlrHr7oG!;R$D7)75Pn~=`?N! zi8O|Ch6>Kg?9{iK!OO~}2+^dZEP->2!vF@DiznYHIRc&UqwbS(l6|6Ck0^Quc2tAi^~)It|#v+rj=Xa$ZJYXpVCSf=Sg< z1!+=4985vgVRly-2F&bM9aW^Zxa_FV?@t%9i0BSwr`E z!oP@}BdcTNxybISd*SOu)dq{kH#?DACKA@mb|J)2yV8z{+hy#1>$aNWRaU9_IUT_Uy~$FCt$&hQr>{B}_Y& zI4fO#bUyv_hxq1$Gn+$)zvtQaf3ME)hU}*QZwbtiwNa+?DyGou*VWw9QP97mhkfUU zXjADcs=o2R!uNc8UafQGE0FqN|Wu#!q|%L^k->qV=B@ z8w#IR_;fq|{@?GZ^x*9X45>F=IXGm8l4Voj2GUzUo zKLidelMrAGug3oT6#U}Xq{CGtb@A)=(BKdFXXxOCc*!MUGS%{AJe^y z#5>VMl0=&f;o=v|r!Ry`iK5Y7l!{HjsF4e`fiG(>W#hL7Ff)eEH~|)O@`v2uqSw{l z{h=eYnhp+CJc0}rH9&j#s#D>!XLDR~byG>F8$D|`Xb(?~3}LQOJzZfN&H!T;Wwd&A z#iQ4NT6U0B)c8YtY-;a*QjK6JI7?-eQ(7|mE-8J=NM>{7WF%vUUZr0c=tqoDuz2;{ zl!!#I0RpR^hMq}MPF{_s29UiEFw<`-!ZP=5;kZ)n?&q*?d44nLe)c=){_P8iI#P~y z+i+khMmPGNDiL7XD8dSon(G8w+cs(VQl#)QxX@XdIKxb(+cMIWn+FPOowM46=czN@g;^5LvPg%493p&rnIER;r9Dc_q^@I92#q*k!)5%9iJogIo7~ z2BD8!H)^H;AVTK73ew6(Q0QS~kw}atKNCSV%;s)Zw29?gH(jfY$c=pGSSJs9ORls# zYzD3*L@2VKb${3@kUkKp$hycdqvc>eEh!q8YD%TTS<3-R|gA{a&FFmI#B>)l~mX85ZCnSCJv<;ip z9FAxLOUt{G^qkMqIaOkuq2n;;YF!5zw78?1TR$CZ@%k_6wi3zW4>|FA5=Ovt=>#ZP zjDoEvu1z49OhJ{TDHH4rLUs{b*xP;9_8abGAS{gnz7=X+uuv1e>J6&OTa|1U>E`*R zU8?nulB%3{H=5M9IZ!f>4o|4s1E)sjcZx={nEzH1A2$KMC0i}gbVLqV+Os@vn?jtC zCgnJdv*H*SW$&C$%C5%;`W+tM$Xw(BoNaHss~d~gtbDwl?k91k&V zUR0kYM;9SVSOhEG!`UpGfMYc;5CQH}O(Mb_VG;1eIJhPOcle#a(|0|@+fGxtCL+bVlptLbcoTN3Q8bH#w?mXuWwt=re3^cP1V7FS}e`sC`>;N&Q1yPyg52@N7Cg zGmM4 zVLLY1@7-61@BUNyF(vb;=*64-Iq~k2e*Z4C+l9o7Ux|exl0g(fGccBQbNWsp(OSR1 zmy+Vo-|sWK-}Vjt&Q{LKP^%;-!(GtJy&@SL!U|LnjZTK5H@nCZV}cqH{}JaW7KTV( zpRDKrCtL-W6ungkTuM}2Kio5h3+~GF5nne`w`|b4Q`jJK*W!;Mvt7YlVkskAr!YxQ zvP~zk(1hTq{H~ik8z_B|)wI?m(X71gd`$$aqxIS&ly+;_{?pxEp5m!x1lT_cvHZ^V z5f2yd6yoTx9QshXD47kGDQo1M>U!MqBLV3^YCk1=jMAXoCu3o{8{q$}h!spGR1*4$ zn_TTj`e2#_*Q5z~9J7R*iWDI4(RZRwFZM@}6sE3{;>KqVt}wa+Aw2BST3jI*ObtA}r2no)dOvl6IOy!*ANd zKg($zk|i?E#3wFKHTD3^6lJL1pknESA;{q~05alMjVirjN{{`2G6hea^>WIUg3eXH zos~;J0AhEQk`6QNtVk5025X*-wl73r6^f- z&v--%kbW#=u&t9C6G>}g?8HgdO#N}haGBG-WVtN@aWz{h_+~(HzC%aKA|Zt5Pwct0 zq?bJXG~UD99GE#rQyS~C?US4W_2ND6m9?amjc}WcTz7( z(lj;HqsSvj5=h&!vh)K-8-GQT55rxALo=j9H}hDYin1uE#W;`C<;8)6QwQfT@2^B~ zIH*1FfFh>qJIpjvm!M(7m}72Z#Yr|VpbY1F(9q`Rhnal^eqZf=Xic2tPFQj>do>et zP^vcb<(v$}g-XPRW>io1UV>jC;rRNi)@pLyn+nfJriFJ-I-h2MU2=H0YAQ@Pc%0A&bs&}jJqg*JdP1`d>brsnDxd{N zO?JlQc#G8SzO}KTym&D7gO8i{Ma^^p4LU=BA?%Lk+)~>`%qv#qf}8q(F+%|BO(5; z3%I#SxV5<{#VE1)xLb;$HDflh7gW5+sA<&umKn zx96+Le_1H?{MhDmz<-R{w0fhQ;;;3--d8jAEP1>xtr4_1pkeeup_liL?_A*ALg?e9 z;c3Q*+|OG#RD9e^+{sDSPx2mf>v2EG(aAc|uknv2mRQ}PmccZm-NyvyCVLr=cGtCwgK9uA%RWJN=^9%vHov3a3Ik88_T?o~@o%UMW z9|#DElqR4uBbU5}UgG5(2@yF$ga>`Qk7!@*#>UCvC=P2@ScjZE8pOIOw> zct^{4hFsGp#_VFSYd-D%-opIjBR8xREWNJ_I=Rj*1Cb*%CytL6@hr7_qaQpu#!gHp z)a+NVUQe60D3(8(iW3I6qDX$9nxZc+I2mMW%Bb(ig=@|2C;F|Yl{R^=)TF}DX8xSy zto7ub8D-^jp-Q>{LqcBOSh@*}^rb(`qT&S{PUK8eFh-LPNjcs`0`_oIQ9#v($?ywD)DVNG0OS>FvVHJO02VbK&-;3deaTS>N zDx(y&Tw{}(}E+zL-^B)ypsy5eZ3!}Y)`97iGO|Q3Vwj@MI+P9z<1X!Q#>8tI;r5Hz2=z8F+p?O<GS>HY~ zpn`)|+1pAjjfY%QT**T^O;dQb#ls9JEv?l_`*l8VvupE_S6;0<<%wPUDAPxWR~HLW zbvErcs%d&neT4@foI1Xn^DT(LIkIh^)L&cv3PMC*BWIr~VRm7r;Ls6|iq~y7!nQ== z;N6(mO&M9Nam4rYt1KSEpAX_+5ntbaJNvf1Q}8)t4Yc7poIa!aX?4bTwqQwF@rhD| z57wH+Q)`@M7zsc;-O2aJ|Pgro^^NC8RYQq*R5tUj>{hAxc0wuczs zY~hTtm#i7g2o>HKmPKX}lrnlU{0+>xUoIH!V1J)Rvh$NqK32EFmC7-e-JRMYD3-Kc zGnTXhIGV#?$8hI$OaVXltpXix@Km|WU)A2;-EFwF@M&S{bZ3(GcE=~$7CxPn^8LH}}1<{E~G6yyQu3Fd9i_;nf& znd>g6&Z!{fsFfxnmXX5gME|$~5a90eEx^|QvQhrTLkmQf!@>O)3;?WYLkVgsu%(mOSmiOQnI zWqFB|9&;1!rD4X8CIp%Q#MD8jXu6!KmYQBx?vhuo)!P&02{qf)>oG70n{#$}$-9ac zcD^0ro5rDgBQ2M}Y&plKYHN>`#US{}ttQ4o0SvFSR)3L|elZEc;gnnu;=qtx9@j0P z1tQvtcu%SF=X(2<9Nln6EKi{)MkJw_qJivQlghe~41qHH?O7vdH`%{~r0E%~6OnKF zd8xAE{59xEp%dvG$|@dWBh}NIz`3>8yR^A(W;rC&aG0upbQC43H|a91wVaIW>qNF#(8ilRK zJxXB=pQ7|O#s8(V99&$%%yMck(^)SxW;A)ue#W(F36!9&lc-Muzdz`#Hwm~%{7AGLU2pt4qIL(yZ6q&+bsqiCs`4|N z1?2td-4b8P4~hS-W%T~GKeN{XCdo~8K8+?Z)oFTy@UL$~6+1Q8f;7FTe~A}J|7$QK zp6Q+c6dy?VRQ1nQ_osh;!E;qm(o=oOaQ6P+pP(um9LIX+T>4D;^c3E-@Zp9|e&Van zu6&2Sch-uzT^CI2R6Gn_7|G4;N6w3y4WIuV*>NsBo_;*=Sb=m;{;PIFFh}?f+1{?N z8L)@83i^R4{EJeC866!)3M)FK*gX*LJg^hD?YMpi>wMvK0A6d2oZ`tNB;lbMz%ue= zO8SfNM*l$nTxM;So;6u6G-pe65;bz{;$|Kd-cL*p6UZVWscC9aRRgSXAec-$R9<$h z>-@mOwlyc0)zrmaKiVq;DV|B{Ogn%l?_QPV*q_uK2fgXp_&F!2<|hzz7$s5Q#eo_t z>Hi+r2aP@y{5?dr%ZxxmpTkmGr7O~OlSbd3;52h9SSY7%aYmCT~FrI3FRkLF5Cq)(eZ4e@1kC9>?MNA_D`U4C|4@G z)#B+-Pg?B~H^vKS^%mUsTE5eC?4TQjh znhE=Y@h?pocNl7v`SqjBv2I{pEicpJ4?a^Q0aPQ|wZ;jWmZO>U=ip3G$mN6FBsmJ6BGc_l2v1TqpS8f65OEIuWz zc*|_5*47V9$rgIgE$0~qtOPrgYJ;}?zbtk z?D_nNfqBkWgq-_xJQi$^Y^{?qD>8LLvoJoSiNw zLA!eQp?c-t%4XS8GBT;-I#QzlW!8^9FPu5I0T!KkIh@*o9ZG#2{!VdSPy{%SF zpiWZ+B{BZ)D$OMe^qvnyr6yH;W71c!>RV$|9Nex>vJGp~FD#tBF|&%;Q0)^4`f*A9 z%L2qofAV+1?!HrEQT%$)iP$w#bnME?O0)?_ zxj$F?35@k~b5g8d=$d(#gDB|&+^y-_M{IRD-Ca}qPw7inJYub@6M3NJmhlqQvqq{1 zK25R%0dd4HNZQO4)0{6c(6h3He7v{7NPuBwTYW<=8>2-+?@q$^b2?w)#eq8CyR$*s z*Yveiq62qFIo7Mj-<|UWYx~(i8-vfCTo#R!XSb%Srkwh#kl*kPccT$^F4Uh_FsQ%3 z_ke*1!E^gsQ4f)YXu11E@_~AMI6U&`^=NeXa&rGFH4G*8J2fm}ERf*YP)ip9fT8cGLClg|FW6=C! zZ0Jo$Im(=VwL%q#i_kLk(1r<*15%F_7;&&dS7QQ#FEpzXQ(rY^ zuK#Bu?N)VnxLILB1(g|GDG=)jLYgv?m6d$26N{E!dX=6b$HhWQ3c7D8DL3I|hM6Qu z;ZF9%00;Cm1YusvmYVtUJ~u=_n`<4VrLDBf^_b)2Lr8M@ftnvxWd3+2$CULid8@Eh z%ZQw!(N9bttJ}PZ!l;Su7Uroc3+oGn?b+6zE3wm3D65LePI*-?nLgP#WrD#dBdteQ zHqW&IA|_yUK(qa%2#{DI-Q1*0Z;VwfiZ4l}R@EtUdFy$wmD*Y=4X?`N*5ok5ATF#= z51!O*!kjO1GRuc^J(yYH3?!=5M?6%b7|c{hplrhJT%6;gxN5^kaob$BhcMUbrt$g8 z14nx5YDDD3Lz)Taj3%1Ui@`i_7ftA{Id$A@7{&PxB3QHvWD@N;_K87@yiHhWW%$6r zxs`2EO;`SK-?;p_CPEwmP^$Lza^+x^BBIt2jl6f{@%`Tc+RGXP8jsl)1h<=Db`+(; zR$0glTChwPCF)gSwVFf>^dhql0!oRMtfQB^F7Df?-i*pLK2&M%q4m=;n1p%h5e>$5)3RrG`P*{xoWJhj8T=%4LK()h$wM2mN+~=r zj~MED*75LN*++$fsloyY48sw4bzmcXqiWtRyiAnSo*X&hl=&8Fh1 zad*k}jAkr_E!B21m3#cgLKl%98K)ZFXa0|4haPHRH6fe6aXtF3w@VZ|Dy99h{jrbt zPli6azqcj&{`fFSd#Aka%TtjOavUsMB)-R2cRMcT_5RS_N+A_mq{z+gaMLg{NCzd- z8d)Xj8bwV}7PYEYjb}(%>}Qu1sfjX0FvGZ~5*a68DCw|7dPLf(>l7<}O5SWvGy5AC zIvjic?Do+rr|W_fS01XB%}yh{1TKLz!df9yC_xH@IO7r~5OH7--1DMOYdt688-*D^ ztGp;Y$n&cA7dKHT-m+Y>jAw|Yho=1}iEU79YH) zwXXZ@@D8+5@-Y2-90RJKOzR!IF-f8gs*U9~&#WF<#)f zYk;#W@bU#(A+)F!o(W8kq9sfzicxC>S@LtX%8&8fw{`K+*r2$l^gfpZpTcL)p2gg> zZ}SiPg(d6aw5@up>>#~q#Kp-*aKhEU8QS=eyAR?=F=PPot@(JwmgQ)5M0EO9Q>&Wt z**7nkUL7ocNzc`)7p_WL_U(TA04sKv?4r`)b9#i189R5u9dknp;1ZSLsff3UKB+~5 zTU-w`OAX$Y_{OA?4sLD|LARo$UDLKtJ4iTRuEA}TTHeD>s>guft-hoj%0$`Ve6Q^N zUv3K68T%W1Tf8@*Sy$oFdWX{x<$Y^aPKaL0GMzLDlUvny&$)Rxt3%=|Qe-o}_Q?{B z8F$$xKh0h8g@M|5bvB(Vi@ckfVo%OHl~BSoMY6us78#YoB=flUrVM1Kym}U}hiPqp zW9;*MYe)kp1;;1#bYgFs$u(IZ^cGkalseAW>6Kn_-q1r*dL8r%Je`+slFMi7;`=aw zG?l!dpOdtTnjVE99ONSC!Cdy=v#sM3y?`uufIYEKjXJgmijftHY(U9h(3SS<+EBek%)7-64R`Rb{Qv?V3JoewU$Y`1MP7oA=(FWn4^W?q3>9~!l+_Z!{h38 zP%|&HJ73}XjowueJy`yBfe)0v%IYl!Q6-e!*ifHjz847A$Bad)JrYk7bm5nfP0ADg zFXCwis|y|p#6n8)m9D2cOcThG6HU&@Dyyqihr;RP4XhxBEK-qSdt_Mp39JXCdQR_?+fnE zl$(Q5qwN$#A`&{OFK+L|6{l3&z})sMDdVG;Yt_o10;%f&*@>y!<1|f_CkZMS$O8|A z8q52v?JmMYNX5ka!e)%<5C34t1Mcl_q<4OP#s@4|A+u;s93lkz{(XcM_?(zwZ!5Y7 zM2a>}f2KU{-zjxp#4oci`hVDPt$Dl|j1Arhat>w<#?=xFa69hKE9I`y7u<%*_&s(% zH2by=oPFfM_h|IsYIpd3dhV-x!Q%a(SrSrLGb43b>=*MdHeI>5NOP4`Z~?01g^Wow zM@#`(;=m&A9_9l({&z}U5oF&FoGFYT$}Vf*9$UbZV``b?$yOvWbGM#!&Yvh6ou59* zs>~g4BtqOq9gb%td^3((&rLJhK9Jhqi_VpLW>df64nrBU4y?YxUtHoW`D-_WybH-+ zjD0B~dUB7dYrOyVre16ZXpqF6bkIhSz-6>&6HoQN;CFTwDyV9k&zu{82`;T;c|EhX zC4x#|H{GoiElDMs!G5xqcj#eeb!ZyY#-mp*h5a-?3$r@#g(%8rb&Hu1&Wa;ix=0y*kCCMhF(qa$qKqOeS154eBR2l$1$RL~m<9|4`XM{i3#gWx|YU-JOk5oiP1` zmhxkcKLD&YKF=JPY#fZfHz$9jt0z$DmsOG#(N3x2*W25<0coJ*xZeYni4uB;yXVY2 zuo|i=V2T3rJ@UBG|GlhahakXf1(IzG*kxCng3}~BUy~ci4j9hyuyt^i_#63u^cN|b zQ{rs&ck}xt=gK2uHclGf>kt#?T;}nfF6h<=Mii}l_psbVN1!GKt8n}r+i-h`NzXP` zN}Rn;%v&`YO`9LF(KUMvQ8L@}`dStKX$t@3!O+zEp`>}TwALNxwbvf45VnbzER$)6 zS6w9Tx8K4lfo|&}t+r5>i-c8SWA?n^%N6DhuV~&&dUJI6u>zq}y)suRa$VKqxFgUE zCfD$>d#tkB(zi)5%^(^ziDX)|;0LhO#TJ2SM)VrM=jMvs(fe_@NQ_n;-yZC@I0l`y zp82U}xIIwG5?ibs@N?|pz$)#XdP~eMrrA$@jqI$8EAS}P$umc47AS(8;Ybm~02wv5 z;9jZDbDWVvuCX>XnyD?uUd_gLDq3lQW<~!FB4ac*~0w_@1a?lHS!#qYu?p4SjLRD_4fEZP)NHqt?+! zs&nZ z02T(aEK*f^C`9XX!1mxAR{|v?03A`?Yvnl30RvMaayWdI8Nx!gkmDrM!OGQQbL#!J zei_0HV6-g8?3T(iy_Ce@!sclJ#O3#!Lcv0!DdM^K(TA9GXN%#iSBym$)-@D}L0+k7 zEk_AcJa5xrCw#g*vZxpWD04|ly}LK2zeARmY-`O1aLWl)eF+0exsBNvPhGHO^=m2S z8DC(cYhL9B5?A=WQF1)8v$8EnoC|yDR7^wOu+g#>X&!|jeSAtq zH(irL_3a^m=5j~k+WesDD*>{pO}G$Tp1tkU%%pf$QmIE|sYgblhWE+Xf@SiREJ2>0 zj6wSHW(_6_q${fGE2*L+&rw-O+3W3VL%84hjQRZ70e!znsNrs*1TpmdkER8aMZ+CL zvE1!Y!FSX5&s(AK;R@9WTM(~rlTRtnOiJl0?7#<=XE(Uvs^Eui&Bi`{ch%d4V0@>7 z2wi)9qQ>w=oJStc)%rRjVy8!o#Fek5@EVrkP>cA?kNigWE!vPc&z`t@j|O@beLE+! zVhyHI2aHK+*w}I?*kkdGoM-1AK}4!MhtbD^7_D1E9AsrmOcF#2gx%e%KOt@@IWkca zJdkRr0G1%DbxDVL2WOffGv_KQ(hfkEC*|c~BAbU9LHJLd5E2f(9gIx7UOt464Ei); zz61HnCDj!z8k9=D7s%oSIT9<$%`A5-F{lSUZs;c3d;Uyw$Y59*TtHG95t@e!7cr)OLGYWq82-wTC zvZPXp+Ei&S=oEeg?<=KkaLj8k{sC|PsoH4mOJU*PcM3>wiWqeXoW~_hV-%EkxuciR z_y(74({}68uOokguBX-=-YJ6;xfwcE{lwytsHj@y`Ih#2G}P*F%vzBh2itv05|M~9 z9U|DKKEa4%xGUE+Wbexd`!}*71UuH=4JqD3+(j^+2dK@;`1Kb(PIlc-H*kAiu(6ty zy94*bcNb`#&^k_gTg z(H5_{*=CvdMrxx9M*0aaOxjNDVTlSgp*3p^5Nlv9oO7I@_`J*RPoy zFD+dfpSxHXY~KDrrD;FP!^dXi{;x7o;NAVfFI2Ryx)R4Z+1@R_W;8g#dIlO-W1R&7 zs{vO}Ggnq!EndyyxkW1zqRJn4DobG8x32mKkYy`eN&hf+M{Pbwb|c$WYGiMxRm2m(!Eour^oI7{e?=jrP zozk4QUk_SX7bhtgi2~_J8ggl(ngz)6*7Zx~Tdt?WM&Bvq4D9K}#gli}q(Dr;F*=0l=#M7o z-LE-+{+iP457uS^k*xtyMiGd723=|Ly33s<_Ca~f&qNunvSkkI!&+olfk?b%on`Y+ zGF@)Iv62?Sog&~w4Mu>;dvA~=fNsuBSR>iLwVAo7DW06$e2|?rv@x{0+3f8_+9dL6!Qc74%JuXe%-7NL(}cy^G34KHQ`4_DKCB2IGQq4 z{kKHnXoRg9WuThq@FQf2Fk3Crx4l|1C#^3J?P$Van&P2Pp z0OFjc8@@nh^#GBP+P3UzPVcZJZ-0+aDFaH&n?3+Zl8K1+kocH8`u@gsDv{?St3NfX zCeuNq-=S?yqAHB4wA0x}K?bkhnbVL>frZ38SWz>*w|X4rFN4Fp51V(i8^lO;*#nur z&rMbBk)pJ4D-V%{Y{ltc%2+S3Zdy{ehtLvC>Lki0<*GOk`Z_~P&fWsN4;VXN(#r)& zz}WN-$C8SL6a7rQcx#INmeM4m#ORwoT=SEozRgwAbf^*~o0a0>hk25h-Wn1Df=z1q zw2Z0jjVO6rk~|Az$+K#>T#XB8vsLd5b3?j5^ni4uXq-CJzGQ4`MV+e zJv^6IH>^hjO%HR!UPlJ78e5?SU%xc@V(%kUBb=e2_ATYGZI7;B-@ulo!147dE9%Fa zyvIMQzJ+~J%C-y2&2D#?RDA#a+*Is%!h;dvK&6IBN)Gz-+hb>9egV%_95{14trIDt#OgpWMePhE0 z1=XZFs#Hr=BW`7VEKt`DbhtVsH3?vn%K``Y@*3;PV6k_ic27JQ7SHA0C1ibzu*KQe zbvr!&yIJ`9d+NLEkeFjiYU@Z z?M(GyWP0DGoeSw5bbV?1GqNfb7aYm%b1VC4y3i%R!6SLUOVz=l`l)O$Pm=Q(R1I7u z!2MZGmUN{;j9e++vY*8eYC}>-WsJ0<@>-oaws=X3CDa>OZdv!mQ>+qXE!&R-m>eqc z8Vc0vdDD}$VQ{K86fY@p<##V(EGL2+WaO-QYZxDgFw<$-PtQf+tqYkkvfJnL(Jq9C z_DLRe9?g2}>3HJ^PDnW^leSA0cD{CycU7;E5tA=Kpm}c>iD}Hek6rl38ct{RIB<9J zGMk=|i0sAuG+<6-RsVm*?;_znsdPW^Gax4q%2FLhcu{ zRJ}#7DKl$|)@gU?dPSPD?B;t%$=ofHSSiaCbXIQ^&kq`!Q4g9F<0fm88?{YuPeg{`+$ zQ1?|}e*B*ZrLsSx;)^P74$V=k)AzuwuawA@a#q)PUPi1Pf2>?{I@#itTmQJ>Q`+X- zJPne%LN{p)Yan#5t`B^OWxHix#(U0kMt_J~nOB(ru|wUw5G&FYQA7 zr}PnQc-d00&+n22Ade^$$P1osCBoAN$O39xoaPzlz30@@obuWx2G~D7ZP`k>Lp~RC zR+&p-^EM>f&2Zlfj?P({5U?^Yj^FlkzBSrMUU6_fADCL2giyoXnicrj`w^fEZgu@O z*Or>8^=RYnwl6EoSg(*p`mkJlV-lOt{zKdFBT9!EN*yvTvS2)5l3E2jd*)7}i)eLK zpCK`q)`v{hdTvf3JpG81D!He1r=+P(HW^X#9I~`+9Ba%5hK7sKHL7=*8{10?8z^v5 zkUjz#X|Y-VI7OgWXV~)o4vT>d@5>nT6A*sHd*>DV9p$h_K-1u^tEzQb9&BRHFvn@1 zR>KG)717}AEqgkXxipr-1}=V!aLd~ORz-0$s8$}|1HWeiJkSc|=?QHbV6<#10+0D7k~ z^vpdD*t(nHF7n^qYpFBROt$5)jlbXg{iP5xx)TvS%Loj-plasBmh~HG+<$TQLp)^M zdSbbnexL@*l&b9+AlTAQ63zI&G9!09?^(l}5D(ubHM$V5r^0d^jVG5eMxIz{BD$y* zHKh5c#{o&_ak6A2C3kvsizX1euyy;+-)xxh9beT$E9+l9LSarc5p5L66p`Gt9*yWn z12sqm3mG_ya`vhJ&*gAUL!g^3(cA#aLsK|QWXp#T!k{dW*~tuu>bELXFCctSHQW$y z<;bZU;nGlH%<{#@+=qbcPq}ean;|YhzkT9(M9AL=zA8#mD;IlqeY7kTFG4D+tc$ft z$ZL5>l`{KOINR7jEC-AN$dc`wm#fIwH?#8~&apYY-KS00Y@%Br+=)vCIV}L76&hTZtI_rpfpjHhzE;ws zxBlJtXZGfQaY!Ozgx$B&gQ8@g4mb}zdzps|x77M=2}!lg0C?&EzjzC1WIyI!Op_R( zvwqI&pGCn%SU1q%!b7(kX=IzPh98UjjpnqUe9(|KGhaR(yQNSw50rWhH+0(Q+K4{~{EITcn9 z>nwdsjDIjhJ06obPrP~kkK&el=nJjM_BBucAD0r(;SGHp-5v|&dq4Yp2_xM=|>&ipp?A$Q_$(Gy-tv`mxEM>ulz74;P(*d}3` zM!J}O)WXFfAnyFj?LXX0^8EZTMmKCMi|RO*NlthAefdC>7X_S#p-m$>!X8*q+{83u zQPtWMsG78aPu43}b6Ii!Pzk;EKJoRF1vX=9G)zosHj~mHYkW`&B|0^U2iS0m=bDBN z>uH{?tbC^u^EKm&+3MLmaEke)Nd-WstNXpI>SS;ZS=mi@Agqb9*>0*l+|6_pI*HP3OqE zj^-#_)P`NT9u1ss2bom_2S6^mGZ;EhJ<#3<7RZCk63&FaHv(KK0gv0~73NZQC)r~ zOb(lxRr93MeOw=Q*SaK3_?i8)hB|ut9wTni$j7=4{O8-eIw=?6g5FC2RG&Vr8Rxj? zmtG6oV%!+*sU7`j>c{5yDxff+`AOk9jpe^b_>{neb(nU;$1_!bV?fJ^!Ouxs`@jC2 z3gA9YGR;HFvPX>TJ`3Sb#@2g66@stRLVlUf+O8zN-^iV<0~sbx)C@Q6fH)}8+>DO> zoa$iFi0mYzNS6`*Dnwb5Afpj?Ac~sIC99kO*NZWMsTQkRfKu|L=lxjI%T%Dw7xYc> zNyg2_$&&dEA6%4mA*=l@l^RcNw{WFQ^ zV3;y?#u@r1uR`+~YA={&6%8k4C5Y+Z)cEZ8MsIs4yzjN0_lWfz_Rx;a?g%iEac3da zcSdk;=D9Q^qvLrM=6Y;54Df^g(8V=IM0L15Vg&kgj+CGMC5aF1hN(J*vk;t|A_Bk4 z4yUeXyQ1O)hnGaVWhleF@^dw0g;9IYqI zM}>Jj-J&)S7t$04Y>Ue3=}u08aY&DlF`j=(@oAyUF!nt07%m}A2}hQ!+5hJxPe`=rYEZ5ud8YB#*ewyb7spZVisDXx{3pv7b6eH97hv%WhNbSv}uIG|i zi!6^Hr#7JcAgoLC#^mDaP)^;tMTn=B=&coVxN<&(!pUHIIVCNlR>FDs31^_YI`bk# z+aQp@qHPZHDuEcPkJ;a1={TvSlG(Gt-Tu7Kufi5R?+QZ53~zFd&pepv>Q>TqPh(%h+x@Up|IRkC|5^IqiZt&3QB3OlcYNV|yZtr>;QLmh z$i9Vqg{GkOh3s# z?)P+hL-Ek99wEi--t&GRXY25cxYf@eF53hE-k6~K1hg&}D?`x%MXRz27G1=l zEg_Nm%)on2O(u)g;o<@Z*F>fEoFpj%tEjC;h(l&7dh0Dg%c=u|fJEi&ll1E`NlI`d zmt1a9)e0rp9(ah5Jt8|)jj7e0pUGAV6@+QJP~mDh7{K(5hYQFvMD;*oGPE&{sX%Mi z4Hxu8fFvCf+?;nH$LD1=E0blsUh-vjvcEgdE3Y)_7D_n#`Mo;sQD0S9q}JpRUiT$+ zQm0p)B2?^Nqe;w%m86(0Gl+Tdj8AnadV&JHrRy)Toj{@Sv z9PuR7T5{?{$B;csG__cS`YdN6oW{Alyy&cKlZj=NG8KW`pR{ZUmvtm6h$x`6YeOlS zur|xqUhDpJmwM4%bH)!ky0_IoWK|EZJX_Z2c%b&9xugGPX#Tlt*sr~8U!qfxEr%3f z0bKFq-406E#?+SYQS83l+&dC zkFhB{&B3@VlM#P&(I6?Snjwe*eo3805KEh*rg{a$d%ib_kk*2e} z)k{+8QyBAy*r@q5A-EMpIn1b>gcU5cMQilOxK+M3_j?7E;oUt}y+N+gHxhcZHntcv zFXFkb{Ox%{S2)pMo(d4I1Bl!8M@)0*KC!)+7Pd=$1^sH?q zUs%`tGRWrbHEpb=CqMgmYv=|obA=PRS;Gj;@-zd< z`gLgvonkN;e^?kNmx+7o4fCRa2kV2w1JZ4mxZLikB3_2~Kp94$3MoW3>;ITK?|-WQ z|NrA0$HBp|9h=k9!7&d~qGOLkMmCwpF*1%3g~GA-h+`!C$m(T9Bzx~!5wb%`lu%Ni z^S*q4`Th^j=i~9X-)^`2?HXrz4~q@9AF+r-$lxVv9Ifk5dboK{! zkTJYj`+TB-8)-M&A7+=g5f%x(PlOeflJGFVHO49iAF#!X9p~Z-1==|lT`s2=?&%Wr zy=>&;*AH#@T`sT~ol9uHOvL4<55}OC*k?zV|4fwpKEC<$_srvNFjpa&=AHy$`^@oa z&Dn>z^|z;H%XDwPho%Qdcdb8*4cCO-`EY~(X4^RfddnBE&*wZ+guk{v=iYfI>LX|{ zMGkt^J>FWi-LLcG^Wmz_WHM;xBPUE#_9p=fEg+|Yg*%PI`8aIQ5}BuR;DXhmHh?RmXE^&FbIR3}l8Yb%H6O zX=6+@=!w(M2RaZ7WmGK-&{G~Cd5aIRdB`^aVmduZ$uWI5=Uiu!rn%#$$4-Qak)Sb$ z0&2)K2Z2Z?e|Pahu|jc1braK+q`7tR*-$Nss+5I&k9#($B2xMkrb^tt|;Z< zWZ59QTmysN^(W6BD{4|LnjfNzKOa0O5tIEQm8Hyx1N)@s^`lIPZbKM`2LbzECNMTf z+ivC@AY4w2qsQo6Gc|T!vc3

UWizB+F#skZy!*eZjso`phWtXmbj}q?uF+ej9~l zO)VP}6tcQoA32wgax*8;zq?tWrWn7L$(Qzfjk4js`z+)m-K}%=2*HC|$IF^-&b=eN z#TT2`zi3!*C}8grN1if=DtnKRl5Q!`nArc$@O-KA?M>kB)H7u7K(UG%IIxuZOXKK{ zc6yc$%hCr)#i7c`&UdYvEJpPsq7uZ8a6cExR8ZZh%bl(hUUJY$OOq?w_P6t!=_97U z7JZ9Qv6PVW&UT+7-7k#tQslT@#xeXC%v3H_MguE zxfso9(-N+$o%_uTgKtsv_do?^cQo$VLDLZ2-lpR1I)T<5Xh)2^ra zC6CO&4vJ@>oRStZ*;xzJ>DOuydD8xt&`1mqR5pHVRKf3pRB4uj6_ zAKGVYGn9Bls_Z^C@3{ZPQa6|JLa;6gil0^iI@LrHG0>ChjNeGO}S-6mQ z%yhM_HquPCme>3B_~rz*0NQtzfD>o11mezZ5hH1H{mDkB%IELOpPyu>QyhU|HnBH* zjiMvBO_WF@_~Kg{Caw40n8a2F;W%3*xEymuMe9Aja?3=m@T!I54DbhGsmHAw-Hj$% z+mGr?-5J}qzQJ!#b9WlC4jwLx`7@bLSU!`)pNu%|yixsg)UV6$AM-CIi_87qjawdz z;@U$J;fHz*Km&X5$?@~v;r@{t>fV&A(MWwuH_DQs{{eApn47Mt#9+*tY4(ma*nV-G zHQQPvFH^+2Wni4`f+Wl+f_x|b-H)|-BWJiP}O=>y^(kS*11y)tAk*|C)?CdHuFDl?{j&q-8^%W z=_C=rbp>yplNv)=p1qd|jk9$xeM?oDow8=WLEkpLTqzce%T6XEhB+!4~K z78hxWd3F;pZ(0!wA9+Oo-G$3XKt)%2UlQD$<)ZJJQ|TI6N_PI|PDdp~W^72M((4~O z6{*Zy>haf~hGcKB$rsJ=)JA`Qja%bVwtXXOWs!Ee;5M;T71xF@kS&)IuNTdjmF0)@ zBMkeMG9Rt;)NqT@jO|(c`55+X_07ZP5DikE9@MxgpNV&q&7>)$j}?{AnsAlEP@<2s zxS-|FwzgjwMySG66Sstfbq#p0czPEb$!P(}YJy!U^Zm{&)Y%q9#27Q5tGvRYf&1Yi zJ4(({|E(paZpHGn>?@Sl0y54)lgc2=Wkovz;SYG2NK3~X_NqN9x+awA2d`(<&D2~U zmCeDD)E=$`KcQPP-*-A(29v)0*KwGsD|j5w?(~%r0G^2fY|cTnP`bo=SS@O)frCQ` zzQl%H+d5HTJ6YY%VxtqkvuQ8v&=;j>*YfQoAUl`0rk$Zf!CR6^SEWoIgzb+Kw~;0- zmV0qttCelfyIa6y5Ri+{g@6X@Po>=6jNA-uG{*mV-UT_zZfOJcfkGSuKf6}LMds6D zC;%e6tjb$IPcE?yv`R#_ge?ijrWF<0Q^u0tKVtnV>A?0JSn&C3v1=q6045Nk_vc0- z&HdM1WeJ45>%V6x5o7X`eZA<|ZyEFJP#Oc~7wkxt-F6kC8zL~!o>uFhS5U@ue$|w?o$tmZko71wR zKHl(%OV2_WESLJK<(ed22joeVyWGEx-g26pFp+wRbb!?TMloD3dKBxA5jWf+Gxh0S-&+N zsq%1~B-IK6hc?|Y9suM2{e2%%F%I|pefh2Hf|7EoWcc$R&BgYGm0!s7FOb7~*Xp~R z_c#yz(PS=X59Y&59Oy%=61mfZ)%ztpHP(TVrYvkv0{F=AA2nxzptfec{x<$K`GCCj1@ex zh;{bbG1VRhpR;bxRhlaJTa2+wazfkp7ZI$yZy&qr6a8j>_whJVTNg^O=UHkl%v%On&{Nk#nyt~5_#;+c1x6DN~Dz4t`Ti@Vl}lH*T|)%L#)ynA7{%l+^%=gt%Af*_vt ztxI)>Hj#Ir-m6EPwm-|Hq%UyyKM}8RgKs}WC@Z}`xZtHGohW=&>wRC#A~)8@y6!}j z{hm~^G4kP*o`L!?tvPa8>JHK36eqsi#2mL5XYmpS<=ubk*)W*`iJ3TGgB|E*{1V|h z+aX8t4`!Kqni<&pSD-oqyk)Y9jZMw0u}n4(mwg+RTWczgLz0(Fx}D9fyUJw095t|N zENvjIq-m<30(98Phm6udfExb*gl4=+)~-cYzAUJlAc7PZ+iDDnyZ&K-nUcPf&tO(~ zN*mvJ5sQh|8Pc-^)|#z*BqUVW@oCUE#n+ppF@y~szt|mC32gx$JHx1J1p;W~%RJtY zl8A4#7Vc2{!}GKUOc<2&?zY0;vM&olZwtghR%)DfT;7!zhLh}t%U@(cSN6|V0@Gie zxEDWq7u*1x+X4yY5-R9tBpl_{3%nyUoRjp9N=_7yN{vwF>*|8`a zY)KoYpH#kJ|J%$2*%cg>|GM$z!Zq7dhS+804m;ro_C9M*7!Lx|WNjW{`V>PFhzCCU&|YsccgIWV z7n`AS&$lp6TZ?(oo4y=Vt-&d^=_qS?_JU3%KFn0ktu&7_Llqarv!#iMjl=V+8TZ6UFU4vLKnQiZs`}8OeTh(FT50J%i+#{_ zqq?iaU1q?gbNFXZanzTX3Gf?_mmJC{CZGbpfxJ3nY&~Osdqc%AHB4Id1GuEjRCE4l zcsCOP0wKaWv1W0PB@LMJ>q_aFgfyD=EC&O`-8#7|rQJ`rY-nWUG4z|CvKWCf8cA@= zE7THA@A*tfHx)S;ga#n$a@-o?)=6L!<>*e(mu~R(WsUK510{{UMd;Brz$=+-e)ZX& z_zJA7Y z^AN056;CQZm&er)uiY_L-SHdGyvFhC7bQ0J^yv>{W~p9vDxtKDuPE;2t8l-*Y-El~ zK1@ux>S3{MwxxJujcV9_HCOy;kh?E>88sW8>4366BN>KdyCg{UCJ9Ot<0v(h%pGST^|RNar0`j2UodT{A#BLi1jz8QkmQa?%}!77xD)@-<< zGAPG0zv!m&#b-_UyhGj2&waABo`Db*2avfhyN?ArSk?SNLJdG-=%YWRo;ZezuTj=FKnBw6EG$kBsvwt(GI8{~)OJm(;~-X+5M!aXR^uDn?G!7Mw$z+CSU z5Q3T4b%z1^aCXP#sdCeBd-@&F8*^i=9C2>m2H6)x7e7tU^^6_SBrH~ej1nJ6!X~y; z&j1Fiz1%|W$y0(%Xh-nB z>wmhhOJ*bXOS~++zKf2~e%eDw!}OaeIqB%4nS+fGLE&-imv^_NGM^!pd)|`#I6p1F z;~0E+$6^4AFA?(*LO9;~!j(IOvT20wDfJqx+)iu%dgMzrmW5@_+@`g(v)pKR-uu(` zuuEAle+hm*cAJpg?jsj6TwPkTv{MrBaRKouId*AVkpRfB_Q!wt`JNv9j-{2QIDgn(Q zTVFs0oaD+0CIV|LDr>BmBM3ruTZ&+4uEWpc?Y+dhPnrG553N z;o6JX@-}(0Io(8Nsr!0+bx>z56l2q5WY4kYW(P;&8r}>LHI1Ft*VVZ`u*2*e(~c}6 z*Ja`_HEj*jRx6xdd^)r?7)EUObVey(wcgkorU`%a^UReRi;8{HG2_Oe?+#EyWKHE< z5Xp#Z*#M`KVbe`-EgVFvARDD^&j07`2Vq*dm>)s`$K#IOw5Rk!a<$)Ue1qS39W|*p zjbmAb=~RR#A5(J0htPpd--yo9hV05E$FFLqi>`mWE~iw!z1+`reB9o@zAKWh_Pa`^ z<*_1)D-Jc7BgXIlw%DOEAjlKCZI+l=zzB+1tQP=O&p#VS_ z0hLYy_0}vMo_knGA9{_alqZnD5{6tHnoVIb^&&xMu@+5eLnzmoPKb^$M~%WyeEUOU8zYip6xD6MR`*OW={De>BpOKH3 z9TSsz*nb1BP*yTL+<@=eU4}3o1CTuYYBZxIKDTTkaKtxI2|U8ep^KNxr9nov=;EzY z$(Ut{ErTlpr^;FY4nSCGeK0qeAs*6;l6E9o*RbB+m!yTF`9yA3zTgFl5J<|uE)wD?kk}i%cRB~ZU1o8OxBLZu35g{l;CbQ%g>oO&RU10 zlFSqW1XNS%T8Js*NhK~!=bmjpQgeL8xkC*cPH?2Di08RtMP(Pz`HbUITzQ^Z@D%M1 zf?FtYlkEuCAL$^BW}a$>R?SH&^BaBKnr6{ky%&(#ku3>FtL&jl-QA`1+Ye&ItaLQA z*Y#M|oWx>2?U%TGr&Iu*`!oD)v#~HM96ge3vr$$Cbqd6n2;&?MM4IJdH0x7LM8|8% zHDhe35G5o%?kyYCuwox_^LT*$e=N!fF){zt5zQ6U%QkWk4^g_pC2sW_MENxp=es)? z;sHXh`i<1}2bNEkY44L_5A1b@bpMOk{bJSgH!kB3<(os+yORTVq-Klrjn=xmFI@7a zD;W+t7!IC%bG+8Hy!Py{>$Y!j`aR*-Q7Sh8XI&1Z^bHlWxD$ltojI#}MlC27*2^)K zc1sh+`!;+FT;Si)HkwL#`vFu-JmL2rH-s+<>+EMG%gl7yEwP`!yPuyp-n0I;dHI0x zeUDV=Zz*(|x6@zO^9Z56TCVIgFOQJCy&;dtoG$lQ3+Dk*qeBQad*qizi_wX=`Z2IV z*aHYlui$S5kgf<%kAHQADosgL8MTHu6idSdRWznbD`IM*-Ij1oeDu>Dvcjegc(who zcY-{2F_+7YZA?PaQYaf+xj`&y=Or>6)8YogcyJyvHX+0F=#_Ze!@97NMVfG)XwmqU z<`gFGTKw=RdFe-jitg{dW3TdGHy~9_*BSuekkY=at)C|S)sb+qeB zhPW<1z`5TVp-nMMD3vSn{ZDjEnk|U#azzpcy-Wr=l9qKxH-C00nS7>djmD*22@Oy; zG*eKgKHljF*fIDgkfX_>x^T7h)}K?@o>rsWfQwLnmIf7b(e2yI5^w|Up(n{R&#rah zY6Up4+aHaEdtRm zh=U2`dcDcd?(Xl6ZjE2(Kd({!aJ)Hkwdg@vgyAdCc`?V$xw8!r1r8Mv^?EIb8>YT0 z4B>dL5<6t3Vo_-(EZb8m0@tv~WB17T#->3-o{3Af4sXE8hNk9?wY0(Ir|3iS<+-rW zG_f)}bB*^B@{bjGYN-gd&%7L%sXC1s)8oukdRj++RlH>7SK)LTUHR(W-O~r8Gk8wZ zWZlX_*92u|!GZ001~S;3Yd62&pEHOjUucV_!LXXjwQ17aBc2Dz?$nM$N||!H;4)b_ zkGFE%v?&S?o`Gi70$LxDzh}_`)pM}9?Ek%1H<4_DW-Jjz+JgRDIp>^rGi>mZyi4Oh zBy5f$0_B`hA>nO+khyhsD%-3k@}YXvdLFBe8LD3bM=FQu4tQv#H?&> zSHf$dJx#ECMIYT%vXU9LeJzw5Z(5#fY#r_e!}UylyNFQrNSO7B+F&(=?L_pev1voTSwt(R@IO)Aw!Qby0~4 zS--7m9h{fo)mqm+J}CcZb`r;P2mp_i2!Eaa})acL>QvbQm~Pkh9bG>^S^ zTzF9Oz`{hcZegCV+mwD4oBcqaJsT1F>pLeA_8|+QkR_fv#bzM85%bNt#;Pr|)IT#B zL6Tn0l8C&b>^kEb>P z;_x&O&ab8`{4#DZ;@{G{ux|M`4!^qzq7*pK^&di-4)4!aJO0HeSgd2}|2NkCL}=0x zWUhKx9tJTD%s8At&s1y}Yl<`OalbC~t$vh$&#eog7}fRY=EWRfVTosE?-g%bd^PrK zLL(hJ6SmnDePX?D#{HHI>sPqoxL=*@r9uk*jTssD66!wDIA2*-`eOyt7P&K3WZmyn zeQ)-tB}PdRdiYTRd}0|EZl}RgBH}?BF_Et#+x3~~C=5Yyr*!6vW6vBy$X0T18^%@* zM;n3n`hwLnTWstoNW4KvFS(SZ`6aw3zxpbMMW)#z-$k1+is1;{UeYt#G z{c1W>K4Njb3`q)Cx%uzUk4*z3d)CbCSgZ*ZlWweFSA~QcMGW<2rYG#iH?cWe+;}sx z72IZiBTu6zmo-e$ng3N$61OpRcxkBmF5e!c{;q*1k z8bK(^i+ESpLpyRyo}Zp=!G=S9oT6QgN{6~^7z0w{zSZ&nQw$@Y6s=z@Tx7kcmzntZ zyU<5uJ@3o)ys!v#^D&!-Ne^2L)vz5?U($L!`r}o(U5}x830UPMXF{q_P~oG~B}Owr znad>Hmv=8PHz2;(UNYe*-2pWlX2In3Ka$xt%EU~$sMO{pdVcK&M*JV9CYLdy;gX6) z06O~C>}l z5xB4qx8=B4=}H@2#2#U_Uoi;P0X_GaUha=mRPIOT*0J6eb+6UYh6uNV;J~VtX56p2 z{_1Pr-CRLWtwctEkr~)tBVAd$&z4#BQEzPZ2aIb!efl&*D4XCHf!pkI(+G#nMsZ}P zj!}8b@XWN~>I}eve(!ml!0$@75y-7p<-e??T;#;M$Np<-v;k>r3nO|P4#nf;!=FtW zN1c2;8n?}y9Vqi=n)le#5yCOT;J;{c{#7Uf~)`Ks6qr-c&4!fxJ z@`VJqp%N#%W_$!#Ei4O^K*eOp=_Gax>ACTW%FQ{aX#L~K&b-k)0IMAw`$g#da#0Y zzgj(?!~ZmX@zJVcO4D_(OpUPDqEe5i z5*sqTYpIy9W=hdJBUr~l`}RditI1+`e$>hE^Q?jf^M_!ZQYZ?2K0$a#YPWjWj7&); z=3TmY-)kGkO3xtu2{2^1Tw<*a#dl>Ee>xI z;OtZxb2D%Hv6Unc!DlQK9Tx?!2o-oLcSF^ZG8JQj8Bigixw19}#a)}`5iy>S#2NIb z|2TGNnP}uWi&N;;KI3JMdV6a-nwf^#fTYhDU%I;i@jB}X05Oe@lM};gii;L@MfdQi z@qRb-CWby-geL>m6V%a;i;Jx9qZlUx0B%VUS!Xf-`1R>C!FE?!@GY85(^=`R}|^?NXNt%y&F zh8j2adT#V?7vA8C_~?p{39sh|`0)PUi*JtIk5%~_loFy|ykeNCta{qtqg`;jZtLs6 z-($v3zuV)V(p)>waKmjQf?lCRuvC-TpAX)sOWw-{5{>;92p&9(&lFB$8O2s6b@FJg z*QP|38#RR3A6@Oyij)sMoCKdAkp0(2Y3)3M*PMj(UOvNMON0s8Dlog~LT)UbKI(Au zMt`2QOY}`3u?agy{_sI;_X#z6LxLlm_gAZpeI1374n^m#Y&3|gH$HH_M@3%@i#tCm z6AzhSI`tYME5tG?Wr+60V_HkcXa*)CF{2JaZtsyurd$m$aI(DlovF^E*J_n~pzNZx zTcxmqo>$Iol}F+~0!G=?{_4@Vd$*dS&cv-ML{x=hfg<1x)0#-9_BLEUYZJ^)Mq}}VJT^c}Se^uI5tne48Hg?C z1OwX*G zAxoIiXPau|gM6&af7s}rp37yn50+6g%go{#J3DOpB#oIsoRC^-Sn&`7U_+Hjt2=S) zd_DT>@~exp?oa<1kobL*xhp4mnCZ$9Tc)oC`He3)UMD3c2)e4=OS=vo3MS=8 z70sX~iylF(hvLmlqA{L|H8|545Ykb)50;ZAN08xRbEbDx?mB8mKj}aa8LA9%S``EH zdi{_R{;i%ST$C~Z-!ZKn6riHb6ki#0qvubF94#W$lWJ z3q(|X4>g>p0#0d<&Gc1pzm6UjVAkypIST1!RHM2}fs%0v1366yY4U8QqM+fEu}v}2 zWRJJguSNq*f&JCxyV&`AFZd=8_447&xM*s_ZHqaS5zPmB=m?w{nYfL$VS+p980ya+ zq7p^9J_U2B8te{CZl-Vk*Z!#>Vls5WKJ06Y8hxko22_lhV8S^_If5+ZLO_vE_qEe& zo{0*Z*gtGHezdb>pl|@r!uNk{_qiLOubCm1j~E`*&8HMs;tILXniw3-?D>`cA=f`W z^*epDNJ&m$cgz+au%#@D7JEl8=I!WFAwmkn-e!xVhb+Y{N(d6~jw2^>^Gm!QpKrup zL}}KiLGwgFGfO5GX97@pGM}trEzmth{eHBk%7=TiFvijb1*KR7_tpGPSAF_-WNX3) zH_%By<5o7#+s!>VNx_hxgU+~n3HOQlXFq1`;;%(Q_cFJ+aNc(}Ph~!7b!Q|p{2HUB z1c04AuyjZJ6LSoV{3KcjNA((*Fn7?!``E-LO@I@PkZD{PBU^Owdnz+Xu%25+Rprlpe6~PZnJSa4ykn5Y0u8yr zM^tj7=WXR_8i+5)z3nC@fZ3a%G}Vz<@5>_cx3&KfR#UHiJi6n;+s*oy^5q17{c!)V zeK*aRzwhKStmjdw5&gGm2Gr$+)vZ~+FINvkLtZVfky}fyw$*iJ@ck^dO=2!l{cNS0 z7bLZ+X*@IU^^^qZByy+Ppl8jzE(-XDAwf#UOla58weEwv1&Yp*xM=}SYKc3GfeN9-3#4m~+%8q)2kIkJ6 zjziuB1H}Mqw0c9uaSja1ijDI9tgo7xfwmFyQY#S@i-w`ac7U>=_@OhX&?JjgR8dzEu|3COs2{M9o8wjUnwIqIFYXq7qGwgs!|8 zgC2k~Zyxwc3XiO>UmxcQ;C$lRuro-37=i$R2$(wbzwZJ5iE#+LhU|}uR#w!;TFBa? zAH{v6&z}VsScNL~#=vwVF(sq4?$HiGn(s&xhp6iknPdmoJn_s&8y4c2#(`qE&GC}5 zUff+x7P()RIC^3eFoqH#kayGujif*d8Ih4qt{@?HrIb+#Oky0|N0a>NIm6#%_pVEd z0=FJvv?h~qS-IFwGeVKZGs3jv`2$(~3HlivfAfOoYFcN)V=YH(>$^gC#&R59+rQIx z{s1>M&ru~m5-}O;lSm!EC2+lfX$TJv z>QA#qNG6LSWoiyNynPB!a)|0(0ajc}2b{xMB9#8`i9dzv$Hq7IuSAfRBoXqryE>?p znNQ!3H;6JmZ@@QTvRGc(fVvJrRz??$YLwq|4mE=!CzZ34 z8JhWj{2T}>x1kY@nG{XP%C$x<`+L)$sOnP$b*ifKCY`rOKO7>n_h6d^`M-4aSAXug zv0M)~DPZA?pP5Ebrny2#a){jX0mCQ;L-N14fjWr{Vw)&k7J>+-1*ed2GI{R6DXTDl38d$r*YB2zx9~sSuRmVV#d`*Rak|mKS9l;MuO+u);8LpfEsF^mUEbLf z-xZaDjZP-lcm4iMDe*onjy%1*=^IUUQ4k;Cy=7JH-Vn*Ycm9?A+Jo7#o!mn!w_g2p%{{MSb5&t}7s<>~w0 zp}7e-5By}!HAx{FkG&Y%q^Xq}tk05DH8n%2vqto{@|*)!z%AYNpUz*Ok?9yHQNy_{ z&8=CuQPXa{jsc~{Oalp>B5JI+`7A5dx((5H~mF)ca}KNnY4;laZG|T`mpGr#`m2$+FU1?!N@58cu)#rGLsvAIfN< z8FVTES<+NjF2x#&wmyx6$t*K45JjYcHg+vq(Ox*7dCe+Im)V{QEfqBsUqWwY0R}VT z(XeeMdca9}91F*6PuUqRE*kw3!}WJs0IyU91;l*2!Wh*WU$FbE4c`Qh&q@*(aMjl* z#U(F5U?QN&A^jLbO#iR?IJW`J=4s!=MF0CO&c_G~=Q_&R_YQ88!$V*-Poo+QsFqhs z%Ti^w(4Trtic$EN}|CN5Zzhs8VAa;E4=sGIwgL(2DwS zCZ8kjLpP6t%KW4r z*zxn7-J^WL`wON?M--6d zWbxJ^S?F z*4gbfu7BqdbU&7+&Hg@k_|3L)CYT5E@9$w0o#4^8uFI_PVkjYiTe#9Pn3_E&mr?x& zLtn0r$*aWfyEy%6Gq*)5a~Q~r48ASi`vUi^?IkU4J=mF&#Cv>kz;Bx+gHsMBL0;6% z%`98Sh`(J*Bs%q^S0F+3Hu6U;e;#e&iEBhlo&D=7f6 z&ZP*J4NCKvZD(i;3)5M_04#ZjntA{_g;3AF-GzBfy*4fqS6 zjvZoi%X=F?XY4O<%QT~YHIw?as+_r8VPlO86i5-|7{E-aa8)M5S_Lzxl}RBJ$#T^V zA5E=G?~+WFiWLd)?lyO5@;=~J5XsA2avEp7#(SvDs5PWs2Q-j&k`m|0M>y7cWv$m1 zu9$UfWhHa0FsJ=@YyDXAmWrN!bR1BdJC=J%c;vR%n~I4=atSERpt%I*xEdCNE&B1PGTD{*KOn7 z{Pd+EeyPdL?v=0hqS={Pc;V<9a2_Mh0?eBW0V;NIn5M;*WY8);XdKS}=tfrpOw;Les`PB|iNLbwA5&=MBm zF^P*T#a>&dU>Ws}a;G1~oJa3cP~zVx(Y&RWd+%SZJ^pg%d|alxuq%S)MCPUVze}4a za>T#a9g5UvUGe*i)GOyF_(_r(-8;Gy*ku$fY_%lb@9XWe+St#Ywj|$5M$e~~_w}UG zI{&MU+Ea49*1By2PZC;tI6g;MeBYy}`RooIe!`R`#(O4t=LH75YKG-VD{=ol&OR+L z1c5waBfocy5J=m276W33Pf0KFtvsZq<%%++(sP>7zF{UD{Ta5wnYo@7W`O2Z^@+7q za0us2O3l}C+(8O7EmV|OaB9Vha3nWw%&|dZMd9V4%10VSY|KpDsn7EFDCe{UT3=iM z06~{f7FTUeCLMR)Ic=$gl%ydO<@XC z3J+_lLi1ht#Ej2EfXfrL!>=|O5Ahw|@Nm1&V^Lt@!DBK+TSO}8e( z+fhBX#Oe3%nzuFZPwaCrZZf2jqNiN~f23Q46z`N>`LAS8-(L8lmU+&3`k9034oy7j z%SVLu<_t`@!PyB@u2rcbhjeILl0h#?pj!+^X4yV@^wUkPerq#j<27DWpj_Sy4j=y}wOKm+WW$)9MI7^Stj$MY3BmTEP-nKll&oa)ytM+E|m1QDUl z9fqZU&Ib5Fj{KzTgia&V8{3>l)l6NjiQJt?engeQNw)kBIj(t=x%*#}8v}T_p&~NF zf=$@fWGWICp-8v$#>QnL%Si^z|424zDl4pO)$u46Ks)>p&3EKeb+>$jHnkjvIA2=y z#fxWJ-Ix};*5#$ug937!OlU>nhn|!(8|pi;?>gPpxTEQTAAIgUI#ibh6%JGwXMDWQ zs$}(Fn@!(vom!2L;|Nv9w~@HtReZj8`>rUD;s;r+w4@OZW;Lc9UEbN?Mil3Y3BU9R z=1JzJ`?uUyr+rxDCh-z)i#JZW5zuMH!$9g@*r>dOd-(QI*gY#1}RiX1rZ~)Qs%izHD0)Z+lUFO($a+ z{z8r2EJ0#Hvw3kE6n#orlBNog4Rx0dQKt7A8T4j^`o8B6uvzpybM5~3^9l_)l*ALS z5C3nBa0R?kn6bb7EavpTc{{TcWMb920*KFoO#qy)lW?jn`n_!1#p(8Go>Pw+S>9}} zDh`qMCemrJ(#&qKn_p_DHp|z+XjH=01G2D!@Rbl_73X7aKR7`ObswT$Ob{Y^{r5W- z)4?m<+4d0SyhTRdF4UwBuX>aUi^504MJm%kgGg@^TG2AKiJqOawTN%D|Kf!npa1zW z?HKk|@!$9Nx!*3nb${!4K#|M29m9|R2&shKT`P73u%DVo0cvUfmwie$Df7gV=I!LY?2C-eT|m z)o%Dv(&60&30;Sh6HKmcvGnK0s%uGzp!)I_6NB`dk+!dVCvxQ+9juRO$^gx!ug2zT zO3&szKJdF%Ob6Y{H^nNzcR}>ZYAygvm+IQu5q<5~UAO#LjIf@=+|Otxb>oy4%oFN;L7DLMT7` zavcXOqnIlp@-Db~_M;s}EuutukON#U1htd!&<_5e4`*W&ftq-ePZ{^C%qNFQ=2S0W z-=mR&HkXnkl*x*_9WsBWL;<#S$F8jgJxSL!);XlOLU3QUms=p$sH2qVB?KSnh&C(J z(87=-UR@ka15?(!SyZw|&UYxOvL(~MyF0J%I$`!`8++90+V=8u<*85AhmTan;otTB zjQ&zwn;Zc;w++cV;_KlQIBqeakN$D@da>#zXfm0O_iG(?+eV_?`F(@@n7O*Gg>zq9 zI=IHbVfRF^c7a`MJ$ zZ1y=npri6_6@3V3EP=;>xxx&5HFFB1LL1-l1oQ2ahK|+-IAzC;lLJU98|f3i_Iy`k z9wkaHsnOjEI9mJy45aohFm1P*j*6?O5P#j@^C9bI^fvDaRU-LHSk_ zyg{T25H8-KAP+da`CtVq92TtnRsp&`kEC(TX{U^df7C1C2I=~Z3;a)Nu2kP(15&yc z?l|lam2iVm`mLl`fsFS4K@ccqrp*p*P16wXIHHZ-aqpAgIHE_7%W2I9`boX)@N0rIyEs ziWD+c(~s#Kcbo|*)%G~E)lpJaHo53za4)1-5MeMx_3VZLRzdAo{%nGWHTh-8%s|Tk z#eueF@K~&)f}FytoPgwNUf87gFWdW@1Efne38D0Iu5db{%x( zq0N1IOECV;o^CEtfVUT^3#4_} z^SC1Bg!|3Ng1(v*q+sU3FN3JgCALoVD5l?8I0>tp(6RaSCop`V4@W@?Ze1N-_Urz- zbw=4dJ$^OQ6%q00Sl5q{64JCT*3Xk@@RMvf`R4elIoIK=$!@vhrB3OswlAFsUdx|! zXB`NEp1Xb?MRC66jGnqJYA^KHX6kwN!c^6QZmm}P0){0S2pc`Wzp(nmQzbd1&kdXi zrTx@Q=Xu0ZIi)WHwdtP~9Bk2|Un6%(h|*-Mx`B({gen3Kfp}i!kQat<&cXT+an{O( z-<0@?hBcXE)e4PXWl>W#B>f~5BFL%%r3%(&pBo=EiI`ub_v-sBE}bfJ&p~ilZPQ%y zkR<$)gZ)S3jSHv_rV@eFZHJeSI9<=m8Be*zJm&|m;X#Cjm&{sgvngME{8Dp^TUet3 zXa@TkVUvM{xr0R|n2j`eCoBMn>fUQSm^%zZtv&pb{&JbD*na09&@;z`pC3{r_*vDX z6ps`Zm&MQu!d_G3D(x`3B@5B&L=R5pE#^{$blLKJFoUpfnpSL63>(hohkUK3%5Bd! zpi5Qja&I@?$v0U2>(3HvacTF|MMhX*X=RM1G))=IYEa>My;N#7AB5rc*V`j=tGivo zuFSn%=XW1;@O_^Q3~7RjHlPY8RiCD=JrvW)(Pl1Z zxImXi_OkN_k~iKy-oK0bc?~gXHb%mTxavO=h6}ra@m=(g5dpveGVov zvyWAycc}q|bX>YFdz;u9ee2`MYgJXIzbTnAtZ1x4o3M^?BxSFS*qJ5>lN*x$YW`f? z!6~QeM|1=ofZagpz@HFsqfmoy;^<8CYUh-c_>Bpw_Sy=pxi;<~nmD&5?vi1r0TH?a zE0=@W3A`va@jmd?77g{wnm7>llr$3!pk~q_ z0qU2!XA=~5rz_By! zUznZV$^DT1+e#meX1&hf)$py~QkpeGSiuCZoNe=6JH68srL54VALIWvxS9rcY0u$t zVAB`BWSoR)Vf{Qko1hP?X0aB=JNzF2GC|G0YCGaoa3vKHF*Y2*+FweQ(I`|#p}Z$( zCfbPe42M#|-GE!RY*7;$sVS_R$VpIhm#V~u29zZs;N-6C8GFbwbBVLx{Ps%!^Upu~ zx4_?h_nkj`_Pb!e7oNU<_wC2dgf>-RK?S^~&j0z+>8GFWF8+TF?ZWGX+uz(fq|Tsk z=n{To0*ca-`(0OY%X=J~^#rYeQlrxZG#@R3UQ4N6n0aY&8Wc;7g}Yam=bn4cUsw8$ z(Ad3E_kQjbT}xr6NosU8y)gA318h)M^(F0;pbfHQMi51G{Y@e+eY!GeV94IAuM$8p z#;2aCMUxRz2eaJqWY8ybk41e|^xn0!Wdw9`Y+3Rm=$3GV0EI1gOccj^zTdlf0Quug zeON<BhAWUpLP@^Nd+}t6}|?7bp>d2#PI0XjTm}cT5NzWjcFo3?B_PQl0>a)B zdrJl{*@1$r4pxB+$3W3C$d{$vBr~w2u<}C5r6re)#RA?#3Z@6NZ&>fHeU@74vFOpp zi&+IBTjCDZ?wb|RyRKC@0^i6h2>dJwhBRZ2E#vIX zVmTolGYB>XGW%);fs(JdoeDc>c$e_QWM75;)M{>S4s9pODUuQQs-dc$o|q^IVm2Bq zrPPpwHd=a`J2o8&H=3;xjwN~=g%C(kU#VL6O7Ds#dSQ4PU!$M>q2%Ank~jT{wS55Sr(8X zjP_Na;z${CUC8+)+fY?CL$-=inF0}ohF%oR(J)*pe$N*K((q!_;VcnL_5!|30~t_` z4ZTZxf*D)L_#gw>QkBGk%tg@(fj>()jQPe#P+p?9@4Rs4m>z!aWeSHQnGFL_X0qG~ zhLSon5?6DfZG;9ZP)s;-mm^0?LD}eLWV6sN4PKVSdj0j+Ezv+@0N)qWU@|*(dX(p; zgNFd)$oLxVe7XcO){`vjG%^y)ED!^F;N*sn-*}qKS5UOsvvll*_ExZM+cpgfj#W!! z|2MDffk?K;iq(jrq%sAPi%TvBs0?fw4jc_9P&oX_54v>+)(aTo5J3J zZ?H#IS>T&FDu^g%mIynX{V9O*(kHgLtyh+!BStXtWl2WH$#GvhX~MZv&^C)j z5XfwsXvm^FNbDU63?T!70FZsVK*Ly}x&gU}i%iuPLS-P(u(7|OBvNXO=?$2aF6mv` zM^s%Znk9L;Q`8EYS%3EA>JwN&08;8O{({SkC|N%-EI}X$>KGef-KuB0niT|HLZ8&)bSFwZO)E1z?hUWd+PKcMYSpS! zPC4b6V~+7(2JjCO{jy0T64a|TclccN)q1A>L*udzsom+HW})j&#nOZk=Av=YFh+pD z7#clUA~;*(>ryOzl14Wpxb!*Zi^Df5OE`gOaiB_;4M&%{C|J)FUwmW;5;Sw9?>$Pz zz*_Y$M!hZjn^Ld+K2i*3RxPQscRW9w=BVx8K9&T@S%mT!j|YUB$(yvW6l4IpBv3qc6UItcb=8( z#WD{Oe*KTxI!KlP3fCT$prk6MbV|g`z$^=1py0SfTRK~}ZuJ%Hc;Ev{;woka!p4k4 z0s{gXf&zgC2XaFNtkOuF7c(i#4w~{ZhRHH7f!fn>EFt6l!OiPFwbAsp22O7>4kQg1 zn?(?%qbMS%wmSo*wxp#fqo08J(GVuU%Lon-XH_n^x$#i~Vy^|&J%GfV09harVKS4B zyOpE#0h&>@Ywl2&(4=OF?h-OzHge}hkCM=EXduTVGZmvu7MG&~;CAjuj$TmxfFfAj z7~6L<8NL~LgF%8!vtdS=K8+Ky$Y5`ky&2T#l710Kmb{RWrXGbn7x_lOYQ&V$k`t)@ zZ3hkhy#vd-^HU|&(8*CKm+gYes1h5mn);`s3q(X82==Jss=UIntO>Xj!p(&YNA_k) zmwwEmlQ<-}2_crZVqJ@Xr06z_Z`@%^YLuycbjcEevN*=fqH3m8 zNqG_23xPRG;gh+$WXVPr_*jx=1p&p8flJ0#2`mjoFbIetV5#HEoh(O`XyBv7%q)ss zlLDJy`7&-JN~(xvEi4$HT*fw%5CknXHD_-N`c9;zQDOB_9K%s$fM)}g z(6bHx``-za@WBelGGF#W7*=Irh7$-E#<>UzEgJ5lWy_Z7GiRJ}hW2Y`I{=LB0$(md zw98%cHBiL_c{OwkyJg%{cA?D`T8Y#X4l|bsK&HgjpoFaE4D6$(p^K^&WIKXkTW|J@ zT~u)ZVpU5Ki@jLz?T%XmGCqtAHe!{&a6>I;KblZjRjLRC8XOGB#brqz^A(hyJv|&Q z(I5*)Z^p#$9lUG#X}l)mL8&R>qac35cK!9&`x%`F5RG$!Ee?(%!H_k4v*(UnRNl?S zQWTYx4j0P$mCN}r@SlD5nLm3TeSrUEk0RG=cGvN25j5F?1)5Q4i61dfez0G*-cCJ}~ujU%Q%lua4t< z)>&uiMSh#+_cdZ^H3fpk9kMQ0*VRI`BVCTt(Dz<>CwIc$1G8=rjdk~K=$xiHql)d5LAEcL}97Iz)nQ$tz!8ghveS!?y4=4(rp7_iS0TFp~&;4m|M zFnSyJ6eBA&13j66p*X#ZN?iIvAPJBeZVW_3LpAUr*Re$rt_O{V&$1^7OR^`0!IFUr z(13+trc^-skO2yZyxoiy1VaIZ6G9-D9JvtiSD#IrHu=u=9N`Whlsc$}zt^&fnA1yP ztOGQBK*2PtHX6_n6I}rzluI+cqzcUv4VOJ`2*B-~OSFMBFhsx~6?iW~AWR!7YX<-n z4NFioqR==e_(&X}h*l{X5L}Ae>@<3-U$<`Et+(Fl`?|v^G%w@>5rT#bgct@ZFZE$& zXW3ISP#OG1!I{z}N888DB?J0K-y=XGhB+I6XcIU}N|E_OaEfqHXSB1iBppz22!cYe zO7A_Sh)Tg1jv=}wGfUvM$t4%GYY2APDm~wdBUxlpvIIq6CCw32A~*=+Ac~v9n@K+l z!VS3DPFcmD0ZL?9)0>6X9L$Pr37P}UOie^Y#ymUj!-20*+}&&LWw9`%Y)=W8RB*AN znO&OcA#^^;ItIc7?n1bP&{2o%haqG8TD^KTZg?_A*e*od+$fRpJd8?l4fclg|8#I< znfvIHauMG?i|mVGTb)C9hr!X06x=dqXh>3;LAk8gaj}DnsVr))6qSXNM$z2Y$^yz< zJt1_+X{`E98B29@38#XCvWYC60sogw{`rG#vfBA!ED)+1<9L>U!=Y#97ncY@pW(R2ER=9xKdnrja-r zR-5I>g=|2hH)QP+zG0P@a5PAg5o5zxxQ?8!fSLdB3r$f_O;gssM`$on8N22oyLt0w z|AjZQ+=qK&_DxOT1(Pv+IO+ov0gjXe;Sgpfx+<|z+hSEx_c#|ITnLOITZ#Y|#%9O_ zHZqceGJ->ZAgKBn zf|7l8lKZl2h5%DHb9dN!u&AP^Xb{>LE|?g86HOjy&i?v{pa?$VN(yZQRUd;A#}-b^ zXP>*n2d{99>G`rjsdUi8)_}lLXl7&@W{#7et@-V(AA!1Uk)-E4a~K9=|0|Z;!HW=X zE`@N(n57y53fBeiCZH|&P8_s}%WJ8JIfVIR$HH72RZ78TqvnW~t zs%~c|P=#IUjkOd}3|q{LZ#z{r=!I@opvst;A^>UoFt^0ardt&eJw>RVmO9T?ed>Bk z@ed8WbZIiO4u`M%9X&r=^YN?WDH_`H;!BWqcQF^kOB#(bT5@TY6a+RL3A`ALZ|}eS z@{3>o`kQC7zk)XVuRvcs{r9iN0!_kHfqh+prGNkGFyp=Kme&@{9{n1ZyI%KWK=82e z5Yzz-?Nk%6qz~vSo(Q^-=MlaBqZe82S;^O%3^bj50oCyx^7!MA_XlqqH*WM_=JDU_ z^9w|=xa%!C450@T0SyBUQR;*mvId0-ji#EVOU;UzffXDH>dEwMS~YV7LZ~g{EOA3n zI2lORH=Qo(BM68$L)^T;dnd=1zHTp2DVv3J$=C~tHtP*j1-v%OATR$cu;x8j$6#2xy}xae?S7i)RGdo(PucYXHONx$kD3TMaH0dP$~-? zXd>Fv9yF9>HkJ(TisM_}_pjftNdcuE0bl`2Q#By?;9^XW0zKbiF&2&zCSq&|Kx~cF zuwp=83MyljF}-1bWyFA&@>-&V%s4N6e4m%fK-6}m96HA6b?A2|&XT6X>9?1(A!&v2RRbITf ziv<=Gv!J49HKo@WH9?O7B^(9`2&;ptibB&?3PDC2C1k|PQACysC=oZQENqY^qdIgc z+1v$1KwRmtLBmY8ihw2ItoDv)%PJ{)%)C=sBC}^q!$7iZjLr!fZuyf>K6&h2#~ypE zeg(PHjtQaq^Cip04q|SQ$JtVQWM=Shj`_x9fdDSzn+*e7CVH3H+69I6JAEh9DjeGp z8bD@@)vC`HrBDI2wKaA@iJ-N=Hcm}y7v4w-vSwg+daHC!Y_|~X9Tmm~0;2n|r!pRN z&_Vtwy}P4=7YG7J8{rbB?Qm(h#KAV%_wYMcf?q2s6KJO7Ud@>?pb^xc7^$bft@3k7xfr|(Bm~Rw1yTeRmJUjkR+-VW zx8z13`>>+4>azPt2nWMHx@3m4SK_x za2+1A5bP}>Pp0u(W3n$e^q|R|yDuX)R$}9)<$}q z?GA&|2R?qo@)eN=dB`GyrQ||puQD!0FFS&7=lDw#&d5i;d|lF`t!UU9J_FfXVgL|F62f&P~?E0lS1FMu6qM=;Mjxb{A(c3;-W5+`qcSj8|;gzG@-41@Z-7z*B zf?9=B6qvk(28Dc_Avu!+@iq zr0kW8EMLPua`AfB|JS)6S$j`ILsFu1XCNId&JE78f)EU=vP>NUNm=M!2y@gkO9x2|aW?D2`YK<5hBoL@UVQa%FIT+?aq%7DWA;CW;de~F zi+$w!MrKC#GOU=q)JNxciGU?8{dKNSFz@qbHj+{qGH?TDzmWlgza=<0+Y$6U3&=eL z>%)|)q3lu<%PN_GGvDN9X6>djGL{_;!7O*B<7LTUrULLeTJ1>$%}_eCIv8FW)qycf zXqMm*RED0Tq!0#(6}?rDFvhs`KrfHq;I8@o@#1uK>jGcy21X#~qm zJ>i%I4MAx8NCu9;SaZZ+(pzN{6oIefVaX6(F1EmohO8;!@RCjjqVqDtX{NWzmmm?d zefML0zvS|>Xomp~1Sz{scu5l(F0!a5LQry~C%EjK6xXFp4V-Bt6}N~%kh>7>1*_`m zvQuQq0L#~mcDrK}As~-WhlBw>G;NK2^majmjF}R+(J@Zx?L|0Cpvnb^&=Qm>ftjsw zDNTW#6Sqd$S>+-TH()!69v<_e8w(O0!3NHfVW3kQg-Ii7NWsGTv1{I zmdq>yDcKwL+7f)ZfZ|1i7y`e6&HfU=K)@1KMt=p(oiaUHt)!+DqT4UVeG)=5gn$`1 zO9lqZZQHh)#X^s-nXwQFY$#2;%#vGDB@LHCK*Iz{%|u-IB8pC9 zh7b15H{VQlNdRJ11+q7b%gir`V+#m4dXYCcrCQtKC)|2H(HX z=neMpS*jRJDPUfa=>bA!W5iYz;5ibM#f|At2;3AdigWS9W`{+DI@ z;%5;syM@i&Xn3Ll3QxwMc-5adk{b+!fNZ1@LOsdM3^$_(2R`(+Qkrcj8kC}hU=!`E z9|!gN=iN+RaDWrAV&Exhc8qz^IJ$({5gh)M%aY+P2J1;73+`H_4&!XFlq@fYhjPb` z9pel9{|&?Co;`bf0{e~dg%@5pJ}d~+_wQJ%Nti0I^a?Ef``3$*uA(!zuifC9j0dG# z-i_~B-y4xt8kZ@x-^_Fgvc{qs4jKKkgR=Qo7p z0w{t$6D92kjY5DGy2eFD41atWh`wRN2ESSGKCpJ} zTHlr2ts<$vVWoF*amkq8rRRk#$nuqi&`QC}P#l1|da?%udJ^#(Z1x@OVL|Edl*m4E zCF@d9dcD_A<9#6eIi%m5Qu^5f*~6EO4`J^r>aW-Q1uuKeS=QRGS5q@4>OeqV z?l>cCjPD!eg0uRli4C->V zRfEPuK@Eifg%|@MsAA%h97&}^2`r63b_$M1SoG<3l1I^r7*XIKvbp4vQp;) zpCf!|+3=#V#r|B}ONFg>mKd{vX-R^T0>Yj^^H28f=jXDjO5^y|7E%VfOA-hnSRx?E zZ-OQeQb?icB2>C)z))2fEFpB>=s>jXMAPZeoq_>j)?>#``!7%tE0vHok;IaO1c?%f z#-12KCJy^^&bQvpwTkzJ%5`{l%yyl%*Lv2o*4}5Iv+uockz>r!GgHB`WX7Pm1Hwk` zXc!{L!TefvqR2&KFHl90vZNSOnlA!_E-M{YG=^MiWZ)GClU#c7P?qs~elpH1-9CCC zO2k(<%LBg4k&a7b5GVvk0wsKbnhwTXm>GgV$$+I~&2KggVo2cVwWrx(X8ka0T3ymJ zK-)VKhTM^~6s1G9Y`lzx&r1lc9ARo+z1R>ak>Lnag?p>X0Fh=4B|ey#CM$%CDKo0IJ{ibDtyGer zhSKk*CTP~7YA6e((!tj&rUEJ#1K|w0L6F3ZQw@Hant-WmLn5u@)Z)+^rC=)9is*0N%jaONXAlaMCApr{wEW2t_bd z-QZ{fG0T$iRH?aE62u3Tpc9F?ahHXfs47fL2)O8q20=AiEik$B5D_aqSu9X6RS9f* zax+K+r(%);ngSqZ&^q)Ca+XJoeaLWN;=nk3fQESCMq|jVDG^va%K|>76N(~p$62YH z1u`4V*?{60nx00K;R_s%j!4d8(1gH;7dsk7cg3M@*@%q)C&H!~4kk~NbqI|gX015FEKzWdL77R?2| zW&wM+dk`@D^Pm4bUgO_>`|UU1d~^NMcRK5@yUY1^6lW2Z3T$41&CkCcogVt#?|K`B z8{clAx%Uk@{?Ml()Ec!R*h1|X_6-}6EtHEB3LE_w3o@ zm(>9ALD;TkXX65gF(|ZcdNdmHrAB6)fdst;$%Ww2AT^H$=iEE)xZ{Q!Zg60CX!Uzw zUj+NQncnM%uSYdUU1wq6{n>$?eY~0Y_pY59?3p%X+qkcdeEZ-a?7c;=GLJs`s81{v z0SKj0aZ!>Q<|?U--dEA1RDos$F{6r)upvn?Be>+QAS^rkc-)%;6Ql@y71k(Ytw4HF zsueGB6_%x5wb>gAQxp#)j-pp9_Bb$rsj3XZp@c(j9`(GqaHKa846-jTlhp}V&&*sS z%o40L`GWG`T`>n;@f-l{=SG5RpJ5q9J-Yf(1^GCw$dTS)kT%%b1xVmZHb7 zx8l||nV<)bAvBjbFxFi1HPL?j;A0J`1qGAbDB1+ZQjncSfIyE7+Q?|K;6=}vz+O;# z8gY$^tBGY^tUdbX)TA3lPam?pxVvn=Sh}R-u0ApaC{xDPiBh}4-6PD{7hRn#B=3p@ z9Pr^K1OWo(Z5sHCVuIjH9AO|d03H*Ors&nyJ1sp+WoO)rXj7vm7NqC|25q*2dK^6Q#1r;Ud!}OIqp&bV z{1erz@L!cth-74Y>P%Jj0;{X{NSt0n}aTwE$Odmso1iU2g15UO64Q9vn^8S~ZHQv!iz2)K!yd z!DJ8CK}OHAeU;E+aGZg|U44K9foZ6Tvj(_3&@rF~Sajzd8oqE?YV>6)3cyZMWJ4_V zW{nLHOc?M5Zivi`-jqS0cgP}8>KW6RXo;9IMXmy51+=r7Ys^&x6UIUSw8()An!EF? zYDmh_RW7(m#4(VixQ0ZOkw9GdX5&)LD?3XD^eo|kWl4x3J!9>aS6(5*WJWM5YnRBx zM^e?$jC1E=R7R~6Lp08tz*%w$nI$teW>#Zg@%5AzKS3)lG?ft=AV*&TGw?BjD)9v?I(tLP-i=Sg3#L&ZqG%o~J#^40YaDo)Ws9FL zW3#5IFg>L=E<237)eb3oQ4-8M8$~0?mraf|44}DXwAMDLwh_eKR(f6@f7VRj|NiMu ze|qDMH=Kq2&F>%o_{U!CeFf|bo%MI!<@~$(k!L|zDljVWH#z^>9NggUbb`%9@9uU< zX*ckga7pR8;Dy2MPoEjV9%7HRHKk`mS+j?*w^@xLC)00#``eE^@`$fx{r>IHp+koc zANGe}zW4OGtEZ1G#YSXTv4h!g>@(s5#{p(9EnqdP#8pr9xC5yUdNydA z6neyDBrmX?&AF#Uj9gHQin6+qH3Vd*$mYxE6%`YIHo*DP2+gY|C_xmtE2h^Z;iLeE zizxVWvHYe|ZvRJc2sEu6J;K}tRaGGD8B~9vOGhB1VpRuZ*q};-HWz`&%^eOZL&IIO zcv#|tKjX;sc2p0O85^-QvEna^Aq_GEH&@d^W>&l2B1`ih8cGRAfpNm zJxa+|K*?gofW6R^EjgDOdl8}WGSrRf5+;qe9TCYi1bjrqL~44CM(b6Luh${;7<=u( z0RkHu$Yco)7nr~)%hx4eMSu^7k~;xCaW%D-k*xp}9A<_Fe+GiOBrqtVYRFn+SsSvU z^J?lA!UuXu1P8_loAk&~;wD+{1T#`Kz{-V9w58Dds*bNiswW!WuDud_hldQd zRg{dmOR3oz$g;B}fG~?j6DkW-g~l9aAnc6_q#ABmMRSY!K+;^(0K}??RIlQS37=9p zA)tYxfg=l-l^VEM5)?}=g`i|6qb><8NRFlkPPxm4o|1b#FB-@+%=B!;LKq)K1ISXt zS;|qO1c(NDV{P-|Zirq%s<0VhSuq)m+6o#;2FN?s=}jo58IhVxUZw^ zJMtKE>T$F&>e39FM_vd3X)O`hLklXUo~1>|-KfR|VZM4ehMYr1G31hfx#%1PV$&RD zECffrC?>A-3QNd9uDy{K>%CKvN18W8e}8wWYLZ3EZtBy-`7P zi9d~1>V9OYN0)m(X^)~LP>pz3_>tFv`S)76?-+AX9XW`F({`1TEcbrxhVX461 zwgQ`B z1+}5sQefJ$GH^n426P_u&z?9KZf$Kj19BA3(Et->_8EfL46O7{o#HaE;b;KKZA1)& zc8P`_Pboliz;qVyXCTPX_r$lMAx7rQ5{_mc6R|f6ma-F$fPkT3duhi3njTNDZD@<4 z*TnJ-uW)|L=h9cb-~H})o%9{;rK$I2hfKfrwXZq+8qyfEbeTama9}$6_0lD-bd=PI ziGY>L5M+&~k|N_hTv8gP)Z~JmA-xhMqnCg&xM1%BVA?DMrR;3w|p9zyl8`R8hnw z=%vXFV8)cqi=b9ZWg#$7jV#IPz!zu6>KO+gT$m;W=cT00I5~Gzx$tcT@+DKU^!CmR z4owA@ICqyKLLi9FMX7=4DRJP1r%LjwvDEOP%uz{!D4g<_Mh(IWCyaAx{$YBDo(%7EZ*GW!t1XXciK zmWIGy^ioqgpEh_Wfv;Tn7-dhdi3JJ*U-)DOU{eNF3M|>!d9d})*1L*&f|a<26}I#Q z>re-EX+)71@-+Gq6c_Tq=?=A8L{}fXy2a_qMX-9^#hNvY9!K~r z^6#QKBKbeA%F?RcAw*ngAiNso+LiaxVE|<&qaxFj2xym1xvoz7V=4 z;qZl{Iizq`b4_uksPoT*or!ocpy!BT^`T_1IY%HL+sxQFvoMe~{DztlvQY;X=M)hI zqQTZ-$Fgy0?%>l{A#x#8c2p6oRitQ?5H#)@Vuk<;+6sgQ1ZUxlI&Ha}`A+w;q?qN4 z3;`z20k_MaNKdL473(R$Q1$jh>zjV_!7$0_Bncd$}+WF`isx;nGk{aF8ijj=UHs zmxW=$v_9GAOOP6SnQC2PWz=aG8W2hXW$DOQ?hGJPmZ0b^D>5OaxE%X%027Y%9LXG& zg#k_cAIPNYtM1}gL^zBjkhchR=bm4vpIP9GA8J49W}C1 zW=;w{rrRsBqzPFMkeRL6iv+dFg^PwQCUVnx^}dcZ~DqWOXV zNndAZz7h7dudj4{&F$Om2OoTpp#P`&zdF}x*SEb+zD{0xe+TC`;WWMucB&Euno|-Q zVyT!Y3TUsky(6p+N~Fof5QaSw2&IX+#z1Pw8)fE{M2WTpMd|CyG_uo}^+cc)RD+hR zGU6(iOKSrr0e+*RG|OB}jZ0K%Opu;gMP^(Icxseznp51!NFt`HnD~Z${8MR)V>B=P zQFVzbK+2et0m4C#J6JSKF&P0Zk_a??>{;p^7^^u;;QGj8Zjq3CfMUhCbz*`9r6K5x zCAx*GL^#ke#!Xz7U=1k_V@)y5tooA~uvBM_ue`WpND$gk2o(@)3omdsC51CDXh1|! zMtTw1!!+7zr^KXER5v(^0Fw<%LogW&r*tmqgJq^5O5r8J5CgvOHJ4;;O*fgK&p0zd zg(GWX0o00!5+!@lDb0mm6iOOUX4#vG8{C^uuzF+wYN#@1#>TBd-wTgLhz#EdCj;TD z*_VK0qRxD!%$~dVF?<*^(AaAP*%{@Cl~GaXy?2F=11Nw-xkrr5OQR7&HS~sP2!kSLdS&IsSAC#qs%=lR7&3-~TVATFq#QMt4D?3bUj%m$hAK>mQZ}M!t;}vN zD^^g-W(|%gjA_cT3eZR&F$QJll1w8CG7@wXz3{>dZX$cKPit-3$B!TH_c>2L{j^Qq zs2}jSmj&e*!`3Yh&_GG2`it1|ps#Lh1S&drAdImkAVV0f|?O!F<*i*Kn!OyVyA`R{%Xn$i6tmsWY9pBmtzYY(`3>i2c@ty z`W6OD2OJusoxEUbKp1p*Bp{;^1VzRud@=(vd!sJh)X>OA$pD=Y**Id*;MQ^yPQ`HJ z%UG|m$H5&fio)_TB$m|FNA7H#XZZ>NR#3*RE<<8D;yIeh6qLLu1!Wc`m}nTnlN>!} zqI68=2++~*^y$-Z`j(b)l$armwnnA|qKul#n*tha#iB9fK&SrL3S>xVP*#*7M2~YI0G$L|5=N`19s+ze+%0Ukn zV9!g+?Z9m4!@&&{a9)&dADA@OIS?*}R2zbIrG_>EO09iT+unBh zbN9aO!lm87rQW5NUV@={|DN7a?KW)e9&pIEg`S?w2rTUq1dV}9yPP2|_8A*>W+K{T z*f55m*$=$}`HuK|-<$rsNM1Q?ae~@@^)@%5(bhAzap_?~KvmDiC4&S?8uE&97J0(>Ip;L<96d-_} zOG&9JCLZq1qm*s?va`1{X26#*^4{6(@V@s{TPF^%^h(D-eFP=Lga%59)R3kJjb5NC z$rwIM2t^THTuRNPm`9}s%brG^n+`6xaWSMBl8CH5nw1e5$P!nsYp%KGo_p@`wuv@h zLof-VpoAeP#Q`FaOWdHzmrT$%;}XFE0UA*3UCJF`MP>{TEKAQsuw*GP(_*NHPtOZs zvV7sYq@;mB$(M{zgheE)xwxoWOTA9(C98B2Z>Z=1Q3`=0KpKK5jBy}ay<*9t(d=nN zG>U*M#MM*cPf%?LDxk5CHYH=t5GcKjTq=h0w$O<_BzLrKq-1Qkf-qfGySBW3pBE6^->3irG^q%z1HOr zB$e4bc%}owe)pEm0C%Y=`|e&wCqnayQh5ndD=H>N$!em9X0-Z~+eRcSFTG?H+;l6E z=_mySsVtO=MpkY1DyA};*IkyT8$Lj%HoLt^bjeqFnmZ&)Bkw1~g=#bqb?2xeg=gyF($P!3O>mc>C+fW`{eyEc9w_;xvc2G|?mT zg5#*7w?gXSBkUBJfoW}>*uWLv5HCGeT-4L$IC)u+ku-z@$L5H=CN3`qm_%6ODwa}o zN~0nQO{sS#ovJy1F6T&ymD8w`4t(I4s|=f{QZjHU1x%z&LskJ^@T~+P7@O#pD<)bc zQsIgT0kWWGx#D2O5mmlmSt`Cu3+&;CAHMIt`@BoYML1?0O|D0ew+jXZ5&}3`9moLj zhvpK)^~uE?B}xTExS(h#GJPeghLX|@0nwK!Gc`dHjx-B_62c}6W_9p@u#vXImt7BN zP@xILoudZIr3OuE%Hl?VCIvPwDLq~(-RYKeE0gR&Yyns{Hh(rsRHJceNP^6i#p2fo z4q1cj5*j@YFf}>8_S$Q|`OR+}@cqo&m-WB;)vqj!Km6ejZ@&4aQ}8Xf+_JubEa%@1 z&pV6zQi1gfY<~W=1Gu}p{d=C;1l;Cn>3?J6QW6N1K%gx|a}t%3PS-lSKn7HPx2p zm@+mrYRi|6!YY)S2o0HUf`TxsZulUh&x{KJ9|mNr!je$x^guK+dLA4?AZCt)(^OmY z-HIcj2ef+P!(N&a$5s^0Jhph~39VRA47d|0rGUU3?FYyRL8iowAQ8weS@KefzDWVj zfU!}TS|!B^-^H+aDATk}YD(mC|kiQ#cw302K!xy-U6tr40ceYe17PKyNr)^2He}@@x>J zw-VSeRtiHJ0n`x4X@I+W3mRgP<)}9W04Yth zaz(~MRSn=pWGOpKg#kew^sP7bG^#$z((HpWO2Ze9GK#KTma#*kTif>NvQ4Q~!9^qE zBd8j}91}#z9v=n-L+%u8xhQ)TPsPd5+D$#1N*JpUv}z1 zSrOb~M(w(8&w~dKuD`gRD?5ii`Q(#6mF0^q96asP@+DwZQlc|(v+He)cv?J|5TuM4 z1KcEtv!;NRmqrR)j6zdS%ig2#)1UsdPf+b7qVQ!PklfwN9vNV{12JTY!ng7TV&<|y z87RUHH{9^4PkqV*2y(0>f*W_yAvoah5*;yf3P0GR@A){!D14>VcGkY9pgrL+EDlf@m>(Y{7%#5Ckf_QWAFROUvFsBwXOXSsojY2UN zO9e__9mEAyz7RAnroLII0ub2HxXUavAYnS?$wkrRPM~bQlKGY?{$M3ez(hoiz(AlT z4kbI1OKRPJu);h5)lYA>CklVFraZqdyn!`;U0Hsh>ch(Mo>Dm zg$Rwty@>+?nF(P?JuxJ6H0q|1z9$Zn^eh=5@YY*zz5e>^zWn{=FMsJL(7*rv?>hxM z7rVUarkmEcj^+Hjet22rr2-pPVDs~@ZB27i+bHYqh7mk^r( zB}--;3CzfCn=Cb#-0eah%Dxiyu0#WeW zM~pp?z=nY#26FT#y^gV4TU%fL@|S%8YhJvlTzv7x<9EDmgM0Sux$?>@eXZbteC*gU z|K@Y2V85F7*}hDnY2LwlpAp5oleaP-1&Bp9gbb1rMBApV&Pr!LC(y`R5g158^HkDj z42K?n^(4b#Z&V^GL!i{4d1SNzV5*fFr)OZYyd>Z$Q@t7KIVGt2FwnRo;E@4bb4hNU zxU7<@t-+M0uUgc>sSujN(hJ9n3mmWr$bv6chFr=54sH;nV~7`HLzH9*7R#kXuqv(z zB`6w4Anf65jM;#aAOq1|QZmrWh?!B9q#-CcGA@P77bY998V$4f50WxcJ-35Qu_{O5 z7_bM(o~+?%6tby712HQBY%d9tqER}4ln~f6)+BC}UUV{hO2#wfZ&VK<87wnO!ce-@7)VWhls(N(Jx7f(143*GJK3M57pQ_0&`@yX zmCmIEn;I1(OTi@rm%_Pht1Jstg{Co&%+%0jn1)=cvxzX8foZZ;YPPHsCr-dr3Jq+D zcy(kc5g^LQw|QX$*|Kln)3?mrG7@2is)-=?%B}uDAk2}cztKjxiDMuUL(L9M+1WpR z2IY9`i~y%1Ktn?;=X4)np7metTz`XImmPtvLtfSfWccoGmvUDk;Bt|yQOzZ8qR=2F zS%guwbCUJ4Rzrk)ndj?LA{ZLd^95qJwDA)1(gQT1m~`*UH%D13G6T1m-eC$t3&0v+ z|Ic&t8*f1cGLLAp!Ae6?Lq;>Icj<@+O2Ns%^^!6vA|h;PHb3(-)R=SviiR{9cP8zyt=dOjh2TMXtWx(z+8eAf~5shIGLJy?gD{jPh*8B z1)063w!AcJ1C-EZiWTyF%Nhbq_EOfk%NISR5RtLor6vSNDMyb6b4m>LTE%g9uo1m{ z1p zyFu>&V7;`9@kBsL;|@x6;RyCLd#??L#$HXM ziDrOl`j6?7QD-OcR~g%*{hCMk$yG(jcZ5kPkiDR!^rVQ1Q5h$sdR!xE~nn)KMWpxk-URVw-|avKt`Sh8=dQvu*kaYBkZVR~A`>zA?CEo1+)~FJTJ}wu zo)SJ}v%nHt2)Jbl6I5gv6Iepi7#m`syeXSgL4}Y$0TcKD$4cPkjw@fX#>^!FngfEe z#Y?Kux)<4ZR`0%Ba`eH5y|el-zC05QN5ui`~FxsMMYyEf{x@M51Ii5fGg_fg^o0 zGUlR)Y|`L~M$Pj3&ivnM=ZlP>?pYsT`UKJo^YzzXf7W)r%jMm7-wjIjP=(go8}}~` zO&kuYVRbnOR3arU1$PQTB8+>1R}gRb4mcialv2=?i?1aIunDC^o<>qWdi4pa5>d7< zO;w)%O)aMhu<9csU-eX21w>M>)C$hP6qrYeAgLhp{7nB05kSmw79AP418y2L?bQ5z zrMY9qKrUpy`p`I%>0K&Dmg5l`tX&}p*tRRdLkRbAU(dFViNKb>d1S?vz4@4lo zn1sWUL4m*`A4z8uP!1_Bc_GP01w`o;qRYyHEu{w2(FTrDXFw^lCo_|s7F&Rhe$a&A z;-rjHUivaMd81k!M3qvxyFgph?HXHSp*@y}KI% zSx+g1xM205T&7V{g~iGm04_mMq=p^?qXeahCtsDPVFr`Hm>IwbH$g6)jw@-QX*8A` zaaK3U;zrIrlJH#$2bKn=)L_zcgdjnBUI|>C_dDDF+lFniDz=~+G zR&Cm9Lu>D?Ax04+YSvygYKy(quG!i}gO-jbpYM;)zmOcq`*_{=eO}ku1yZiBzAEhY zJdl-WUH?9S92jwun7l2lE3sOG49#@I*UUPoONp8fcmYE$v}`heE`5H|b)&lqLPUa^ z$9bY}M&J%7AoBsq|L;{4xcJ)h3Eu(>G)JhlYR+_htr_xhQDpV6h3Y81G`dDr?D(nd@lM8ws_P5Pk&C)ILPT0ENz^<5Hlvv{H{&|1)gK9A&05Z`7$Fuk0Br_ z(+;q5&8b@nfG)oDb#R26@9N4*N#ee}b|1{Z}RbpF3ZOn5z>gD3AMBS$@R zGT**3r{@`>xX9+7#}Q;rGXzHj=?8x=@f?c2`1_R=Tk=y%4%E*O{Zud3J|Oz}X0dbf z+}i^4cVl1~rpb6G@G7@RarFC-1y!0_aP7gchURNnP5$xW-`1V$ z<8Aia0ilJTVU{f_6;bWTZ)phyn*s@ZJ=1WFk%iLF&fkAT9fp?osaLB(BPYcyysw|e zd=hPae+5nUm9rP14fs*2kk)AZ=q(P`{nzn>$l`jhy3^06Xndc66+mK7fKh(Ypp^up z{`>r_XN3i%lI(0O=N#n5iPV40G#YcbfLQTFWbsP#p`nuLzGZ2mU`h$DM2ba!q@dau z6C1U5M-;OxU(2JW?3Q8zkors}f zW+kA+2@QRStl%>dk&71l%nqOjzDp!het48+<_mn;u0zKBTbvFfJ44urmyzlPyH@M9 za6za8m9GDy%!%^%aU;(RFBWh+R9@+e55+(|qseHS_S2ol-+y2Al8SU=2Z3X&uxwXNr`%4N{&H?wS!4K_Z&v#ZoXOjJ(c{1@cIjS z+(_n!W_MCo(nKfX++vds;9?Wn4$V{W?Rmni($c4<#^cc+C&*+RnEIFngJS9H67K0t zxR{aG^h>{7d*t0vY^?kk+A-w7nBSqC^b2_$R|&SeS5A@zx{+1ApdYebg;K>nwza)fLEN;!K8h zz)XqL4a@{ue$5b~n!1aTC9DPg6Sy8N*dRO~f+dtP&qj0rHKHK}%{PyaxV$pruhL{F& zW41nHV={qv5TA&Qx)~BCAs(~ww@A4pJ9&o8HimdhI_Ff(yjvJx9Q4G{xw+!N0t3m1 z<$N&?v2yY_P=kNsXSoD60}%^yiBN1@{j8Nr3i=t|HHBep=bgMVU1k~%Bt$fwpj-*4 zx0brb3#^|HyA)D%Gfc`uNZ7Q=r{f`#Oy@pohs+AxbfaIfYDzZsB8$vb>~;M#w4iuh zhOrpz*6T*rK1xKCR*2y1U;DLe>LOMaSrK);lZkf0K)il{$9n$HKB0lxN;(dkmm60* zDXnI2@2J!JzBL|Mn8I!nXBG`}pg}WUpsdM@LMvScRJUWC=*5 z6J5wd+wypOG9POS*{JO9(G}=pS=A>H$Gc1+nE_1Jw0$I?B8O165tbB19qr5w*)9H? zvBobjQ9o74`&<0V(jog)wL7Lju|(hJK&F@ylof!Okf6UkQWwRjjN;*Rm#AP2^c`H< z!mCf1RiHF*;dc13TTrhXYIJMNwfs;I8oZN0Lg5&51>@rLElMDBUqUa@wHsXxwFF-EnvNJc-TDew`a?S_4+Av475i+H8!I&orhW8FV{wwC0dv+* z3eyf_-8~{A8&9|8n_q|;(1U+W4_uRQmo3`SaA}`S-*3BTjN*A2f1-B6_1$TObpF#5 z4+*7TL;7zH9dB9Yr>^cGBwDwL&KgA&p;VG72(k?;U)%W1GnLF zV_fbsVbnUWMD46~|&(^~LDeFz>Yq?rS_`v)Dv`vu(_i1iQJHdA7Bx`{=v z?5Uy?2W(hZz>_Y5@bd!cdJmMo#2>Um3o<$6mnXj;M_9@!kNp)-I3^FbvZL-@LMA$`f!4D0CZW%C{L>0YF% zYnUMj)MJ2dqI-bo18Rzdq*LmIqUpez&Y4o!SY@$9m=}rlrm|0&dY-cWhvzh7IEU=I z>fk>IfnW2#HQp-~y0*3e1hL#!?}~QjkW>}-eLR=2=y;rF7ZY0Pwpk)mZa-jcahv$n zD|8vo+>n$Az_5vOc$X8zt8M}8_$VwDxKP^iR%HeNzb5~rbV94-Am!LnECwKDRu{`86|Dc4FZ`1e8e z#fQ$Trw_M&jk+jpDPBpwIgRf`JdJ)B@bDjAQ)yGgPFK6Hq#$H&a*Ny~tI4mtl{azi zs8(Hhv+l8x>Ydw=o=-IV?}bA6S?(9Npt&$A$oVC#n})cxyBTXEKT$DcS&Nb&s;s<1ia@%njxHg1e#u zw&YRCm`b!_BN&&sARq;fIgLOE5I>Orm5G~*?_qsoUV}d0 zXO<_IBv#H6R?j>|ngCZ#bT*z$^zFe*%66!d<__}O=7pfl#asAASpm*QF_oER<&bc> zh^W^IQK5Qpn?Lx`*#-+Sr-| zeP8QH>f-%!c!vb$aCm-rdb>gcDSXPL@~lo+BVKR9?BU$i^%oAbmE+qEn|OO-|HcUu zA|#fVBEuA8<4X`fjm_NT-eiL{8U+Py;}x`3sExd1$(SgW5b`TSM35#{)?bUt0i73x zt<|Ja@o-y^@;VJD^E!MLYYC8e`{VawWDDg^sg=cEOOAqkj??Fr*6(Kgk4aazG(ZS= za@A+vqB~UhO_?su79R7ahm&Y9au9Sr1*~zbVT}>sp-V^*GUvzFlREfbTwZss0|B0{ z^aP8x&<-**pYDAUkk6p@vrP2jU2S%Ce-RF_$4`rYdM^&zLJ0LMWsC)e9@gXHO0Y9zj--RgYTwdYRQHtpo7aQmL;ZZAqN(@KxbxF_lXUjuALF0V&u7fv*hSVn zQm}YnuT32WD!9GSYl%R$=E$`6QQwuHZa^qFU7yxZ414G{Ik;>ny(N6>dhwFGY>Za_ zzpq{8gmqwiVt>b8zu7Yp;do_*M_JWC01>AfKYwU; zGfOaPWFp^J5{1jW4xz3v^&#xwv*dC=t^9MB@FXdN28C_&6$CQq+@?@eu-u{%sqWda(x# zVSCQWId{_CCrk?CwuaUfc-P9&Cf2U~-I9O8!%#V^m-pb;05PTZb2EM)49$z#yCWaj zaXP^LxjCM=EV}k}23d>x*!&Ns{NQct_wQrTvb4vuCc2!EDxLbF6wt!mL$(W283cDK zpLa5vf@=U-eLNnU_m@IG!TkiZaLX^kk$eM?VdFhBcdOn?l6swEQ_$hHIC?H~W>u3PxEW}9;qUYh zoE{xk&GA}p{r3T8;vjJKwr#t`pM$5*H>>|$KKZ9LlpZX2g|NL!6N+qh_->K?aO%ug zOmMtL<%y0ylyG89T#L7?F?Sq^VWCb1m?Vd#p^n*F7ZIk`8AMi8+r2{MAw!ePTSGh) zyHN847*a^bXD%7d_~0Z&^<#jsWZ}2xUe?b%nEd%7W#Tx6Je=0)*ImI#(rC;AyqBkBQkif)`RnvM3Zga#x&S!4atkXaP~ zI%=RT$)S5H{e+=`FTfwJA;|?LUND*&MB6aG?bM!nH?2rBoKG1{xe&uTY;22pl>(->c>d)^YbJ+_i+`u&}@=vTFz(Q^#uwSX=cQr z85;En606ri%oNex?hpEZ%X zz+u0-qnTWqbBb9X8;L6dus36zyjQimS7^pK$b=c3QL0>snxZoZ-Ui?r#d-IpHdAz7 z)roGzJZ-2xIW?JNqLR;^kFU0q$6dSLG*U#P5%BGDI6p2F#_ZS!+NtJ)|B#eWra3iDXe& z+-@4_2yMmB(ao-|fk+Z^G6Y|Wv~9vpSUV3$F<|D2rGZ`loZ=4^M=g1a>~s|k-pFHc zz3K#SXMqx}Fgp^HBKJ-%tS^-mV1Bb@awdgZ2}J-s${OWms4X0ftQBsz<4P|IYrCCe zdY6tHfO`Jbgq?ybsmh43@PvI1A2p!!{NL3q{yrwxuoHhUVz_c6mcl7Q#Hwu1K3fhQ z;n>yxq>DM!P82lbo&r(flyygES!zg(79SeXK1~CmqCPgbwLtqbM@r`+`OLWFUF!?F z4Rl92xX(#Ty*+>b{`N5V*A8Y%%J$*kQ$oJCVCnnG{6B}buQ&exBWn59%DO!8vgLX; z%C2a4?ejA2LW87q&7GH-FTO9^9FllgP0I=#STBijE=wFbMzwP8I)oVugYdVR`gRFYTvKa1Hv*3-6_omi~)vuXE%zYe*6|qslw2Kd=^i zh|LS^)gIiz$H(1SZHvP|s$G;0E?#U;eeWM?rdoT~@!tCRoXHk$H^ImCdi(m8JGK26 zO52mXjn3ECIu760Y(C{y-ei2;yjg5+&RQk=Wh&E?8#!Y$l8BRIb7uaC59{T}&xoqd`1W7!zZ%!(EE%F(D*0a`nP-M?`) zlSiO=_=MZ;bF!fWwNBFo8OEW9)^*XN8e(c>pk{N}-Vje!@N$gm7j+KnXT(bU~5jlwxJYZ}&*NuTuDja3O_nNbhI0g|*i}mwnPDF%Q=H5U20VG0V5RH@&5Q!sxmG znV`gu@TmfwIZ@!kIFT}Fe^tWHu3xdZA~=jcHma`W+~+NsY#2AOGg^$@f-WJXbt<*w zjB8r9h*~{rXxeeaNr4FnZD?`Alwj>7!?Z8`d9`mKr)CE4Rz>^)X?SRmh1c6x`5-8 zPx4DKlo7p|-~7|MBVAv80p~?3x zG`@c!RrCa%CO3=YQz+?zIN^~h>gzUr!x9o4GVprQ_6cmaf?%BZV?&Rx%0OY@VuDY1 zhDH@S6$GvJf89hfKScya0xpo+iCuIcScgqPU(Z+yn?n*b7F(b>lwxKb2ho)Xdexr+ z3!jgQ+-UM-4F=4&w`JNL>*d}*CpPpb{JR>*{GLWgb`al9$Xl;nn=UVH&NDv!Tm2(d zpCG}eF!8^&cTRKSg3uAY*Q?7m%jMkTjL#n8*$gR_cekgV=kip&WM^e-a3rfOJmn*h_S&Or9Yj-a+aWi zEzhIFhkySx|N4DB`t+Rfhr~=1*?1)YzBdMeZvNfeqqm*JnoCbxrB_#;#@>zK}J{d9zcaM}}%*{n~ z?KgFHSUIwGax0z&F3Ij7)v;~q&HqtSx!_4;q9_N)#fc)|Wk<9#4JeU~YqAeF#ffgQ zFtmtJs2Pm2p%m{o73?s*>UbWqIY&pst@^akMZ?yHLN&W>PFRKu5<$CTG^U&Q>>YAv z#|ZA@ND?#~IxSwx-62fyF%H3MWeFsfm`;0#rrtZN>k4Vp<*f0DyVs+ZnP@|4EJBp2 zsnVR2-P3Aq9aSkh40vjPLsrG_kDd)dw8RPpH`MJ#jEUe_f@3rP#9FXZb zWFO|VvEKu#4tsqV@`%`yct;D|<>sGB3B?*R3D0$l%DHFzNaQ|Ue)5OKUY_Ar+alD} zI1gT5^j)d2n;OKkDU!;rx`L+=5tw(3tQHgyj!lSLg?665F??mDA`M5;*PmiOj)x$yw^ zs0B12i%yAxs!k&_ipZl_t+%jRGlqKmBaM_(8EBrykR*aM*$hBeytGfbO<)_Z{ zjUmd!eX3CApM5WFm?daXwtp?|APM(tWlZA)(RP6B7Lu`&&4^JOkweB~(~AE0CdmH2 zK7;ry@lwPwRKXpXX&43pe@`-HNqm>MNErO|@V~Y3)l9y{kkury0K_-|co91&_t~nR zxLW$5Q=cix_Os@HW7~jtc%xfO<7!U_Y>E28RD;)3=j^s+XNTqHU%Si73Q3RdrH`DXF zH0~3EhJGzoFU?1|=6gs+7Ht?LVG|rSO{o19Bm&6^U4;$7_nA=}zO;e|L}$`a;Bo8V z!>qzzmEX6BEe2OFny=P^*5@u6RsL;V{0caFNc%0HTQ0WK@jUxmf?M!0rH;aPQF*hr z5AW~fi6*;zf8zNQwLO)AX$8L&-SZru*0i~Tl(KH^VSA7gM&Z?|a-CLy&3%|;I|%g< zBj~_<$v&)p#aYfMV`ok)REikRquYF{9`POa#k>6v<%i_9++eru9%V3H0!D2c!Xe>I zTVgnRO6vN&EJO?GQF@^`f2!i=14!~I}wev}6>+*`0XgTbjZ$(m3pl|a#1ds-0 z>;U2t$RP}Yoybsn8hhxO2T9oUObxOt4TjXtnx>RbHJL5B-fDIme=@E5LL>l&Xy$~|CY<|y{uas1!R5?_<0FJ*dZBc-=_Y}YtSm&L z02%%6hU}!3ie0!AB<-omqHbt`sbM2?hs?g54Zq9}f57);TC-=zhrJxNSccSl?8ep4 z?^)_D+s!GP?5oYfYH`KfFuR?D&K!K(<}9>P+R9``t4lThc^`71+mMA*YpV*;AyM>D)w6p4mWwL^LNH%fzQCE<-CxKuiD-6w)5{n>CYrL>X& z5Tntos`L#~uRzZSrKLn}!d&rj&T&jWLv$~{QxR6&xFF5)QmHY+tO!?m)ELl~y4RFU zc!V4TGX>ght~+7BiIamu&yku#lMQ)alg~LHtIQXN>zg-NMyZT}&iUCuMPh$gMmjo7SB6Q}jJa`HgoNU!dLR(B1j&(DN0 zcd3KdymE7#C^3{y@~F^tEcI~U4ImyFN+5b;YM35*8w*G&PfRec$fQIUJzMx8N@*jE zGfpx3s#Q|GP1~71HPbYGf4DQ8|pr{`=AMPvm6ITJ-CB+rtc6 zakih>|6V`27h^|*S&EmLD%R{e2JR=hCj7zB1oVPX}MPER3VgrQ2216OT z$GbW_S2ReYrMtZx4`#rw7t{a;c>Pcp2jUq<9(EB%R^YOg_F8Bjiq6xP3Y`SNsod$9 z$ymw5_*`otlUt54$|4_xryH#OksfG{j+ksiRf(fFHY&*d_Vsg}r17Y=;dcxj7s2Nh zwnrR2o&P$1pN)KOZkv13#MrK1Y5IolD1M#g$HR!mOIQV+Wc$gu;&;MoX>O~kT5^xg z1cCR9GpTfrd>YqZ+NAU`P{-Lcw}Ywx)9*R8i2;f%Rs&dg=BZP4bR}4O40o?kBp^xV zJgocksqHWdIU6C}E$pa33;B@7??weO@XK!*&)*1~AYd`Mg(5``q5@9(z=0TeNJ*@c z^B@pvK!4&4pI3KocgRRP%T8w~4shdIKYgqcBN0|;ZCd9`LyP-moZ zmM^g~lU=81p`4td+Z7VYn8=|$3dj&6e=LjHrk-5rvz1eG(VAJ=bDGVOLPmytturDz z@J8bvS0847^kv1PY0$bn!jxwn>HQ>=*Ey{x1Zpuar*7)ya`@i2SP6guhz&e+mcO)+G~rz%-izL6U$4U?rPCV58$8u(?tIsvGw*)=S^ zzour1Z0XV50zK9*B2t&DV|k%`1?TN(!-=)Z?$47SIAWv&Y*5Y=9UtAEKFSdExuA#E zwC@|vVWpJ?mQV~H^2Cs0ePDPOF6e#b{L*ofARv*Ly#iw5tg-2G8)E^Gv=r#?t0XyAG^wEn>@zxoE-qp(I-wzgZ!sN}Mhi_1A5sgp7 z&$DuX4z(Lz!wFX@llo$Rbh3?PnU3M^Hmoe6?fgY*Ne|&RoP|OSKrd1zI6Nx3w?+4- z%#B3xQbRmS`_A9YkZJl;Hb6-bHya%(ro2k1mtO6r=nW38p9#LsC0PbkFa7K%nbW}> zxZdbQ;3R+$(Uo{#4Z0O&$DZBA@rn%jJJPk}XWDtYR4CS9lps#i(aY@=#YavC6wALTju$gDVtIYG?p2~Kw-dz z0KvEVaU5)x+J-MdY-D#k3=_dlstYRqG{Etfsq0?0aZ!c_C5oa6owu?lBhJ%A>{ z#x`ubP%WGkz6#w_ehkZJyk6x{ic0~Z+QAi{o^q23D;DiQc!ZBVP7H;~mb~5(Ta!nR ziOp9g)EQit6nMLebc`6LXlXGf#?l;6OtYa={wz}VeS3<%s^senDE}FbqO_)+-tG9= zNO+oJ&b~M_6qD|Jp1}pBF{0hCngEX1&CDnZ?t;WpOUTGTh1CWcs|x)4IS%e~V$sP# ze~Q(dR?hc54r;s~QQUIqsL5GHRBA&iSwJIsHERhVRGKH9y zBjdMqmq9Mn-nN~b=Yn5D)_wi|{kgnWxU5XRHoZ2j__v}&ruggPQ}ld5UwU=IpP;2r z`K^tOJGgPN{LeIUtav>!)Hi{^Mr#h(F9%^dkd}E^nv<5#kg}F8PY>G)a8Y(@#*`mz z^q6IU*q8f!Bont!>OvBC$keswNJc7&ikg8*hL+BOzGv6U&gF2*OmH&v@aWlobHw9MIIjk1&NzW&jJY36UD%(&apCadv(?{qdtW#n^gD z@3uZ>R=eAm>+xuwa&zu5JTj`l$K$21o34zrhIeC8u?ag@mFDeG7;*(56)#rU?%XSD zyHwtKs5V&Dt^<=@AH(v=ThY3h;AbJGJP5eK7{muIg2)09+ofL2sHPYmAPJl@vf&U3 zVX`$)&@ofXuANhNT{-O(gSzBv7;=U>nzVY?zO;5bhMU4*+P92rt3)1+%PMD!l$Ldp zE+`3i#1KzpG*BK9K3Ob{t)wuJif~x*FcGm~wV!&MggUHVS=>?YyU|-N4*6;0tc-U) zI05%eIlv~D4AV|#=PW_uEzOCe`U0+M`D9GS{`IaE1>3+Fw4b`RaD-A{yCdDsrRIGr z_0Zmquu~EjT--p0zcit@`qSr=5u{@J^L{GUldlkt0V^m*YK)bK$`{;X9`RTiLb=JD zJ)eb^c4}j1K+)IK9p=XTDVii2iOU{x`}zofT!Ej;n9n~5DqzzrQNT#TAm+65O)V*I z3PwHMppHYgY^93|{c9Eh#byVXyoPZF0uALs7MWPZ6JkD|J z&X=dv!FH1_p9K2}r({m7Dy;`2scDivHN2f+Jt${kxC9~zx zHFXpfE@g1Asw2&$L={Gf*idChQ~34=Gm&-cUvQ<|>xjgtK`Ans%=}pKhtXhDBAr-j zT}a%QTWK2@;3cSU{U-J>j9iQT2>upNWwK6Cv9vJq`qi4s$4RNUb1(mowJF8u;$zVm z-Q}5iS|QoeXBvy8_4#`j^AQgmM3`Q@h<_NwK&pK~-$gcMb(V%MpeL#i5)G~Hs=Ke1 zqIwu3Fyiz>_>{eHH*_1{Mo4(%tvVg+FejED^AB}0&{n&k`UsH^I<3i(Pw&=O(cJz3 zOvqZi9|Z6&wPq^Ww^wH|IUaSO1GZ2_Fo!wMrOMSLm>fnE(jvQ8-gi`kGw1RBHR?~qNN)2> z<#{}0vH&b&J4y{7v~rT+5zi*dqV_j9Hvwu`p8mK5Pwie7hKr*C$RrUJ(+870?&h& zlVZ61-=v2dbKKdN5*Ysd>lV(tx0w#$cB&dWM&;UG^PFJ)*n1ElV~qCEbc#@9i4|J} z44BEq;Z|3Ml2CtERzniMW@Im3`kAD2E%K$479+5QjTu5L>Q0ON^pfjWV5F&jXZBso z>J}xFlW%kLY=Os8ud>ScX@%U^T_2;=W79Aa&`}u(`8yDJhCGRZV-HIEmQ=WMl7)+U z&XoUZf1tlS1)w931x~UiQnftoqJgtg;Mb^5F_Gq7pOiJ^z$>9opi}m=pMkIOM!dBP zK5(7nb_9HgVkpjt;CjN$>Iv|`?lJ6v;**m30fQQEE1SW-iy;mJwZI~>p68s>!)v9$ z^zjt6S-3v?YgY;f)7277_v@lNBG3R=V+t4&^Xucb0tro2HY&>@i8IvZ#j)>ih{}9& zA=BUdjzII%ilqyMH>~X;0jKQkYDLG-`l4dMT#2Ej4C+jMkDwY-SF~|z4zR(E_MYQc z@v-TmeTp$*u%ms;!yo1cIXZu1EvBq%o1GnxYX^9??!IvxZ5^DxVNIE8*8cLI)cqotb>@{de-)5&hHIq~BE)IBm^tz`FO@pGH}o zKeQF5xyr{0?|G&FsmI-FI9}^m&L1Q6g^H9qFe^6}Fab+lLVe<*_+$wraR+K;Az51u z`agsolrodzZlFCsdiIAFA!G%ef5M+@uL|6c<+D;eh=~)91EQl4_@Q>1JRMB305= zwqH8d1@S8z3U5F;sl_6XF)GG|P2#d4qI+I)KVKAb zb{WIkLSh%w?i&Zm_e_yTOqlWOwaL8T@If*b4D7-u22x^z|6LQ4KKTz`orN(e~8V z@4VXoJEQk+OF#H^+a9-9aFSGO&Fth;D+-jh=lid!^N7VQgX)d%moD8m+_4b?i^Y`3u{no!LN!2g1|Gw}gdVexsX!ZX_&iG(`>+|>EKj78; zoU6pBZ!xw(oL5yC<$^yS7wHN<#0N*-tcHn}&D5#ss7g?V`OR&QNo)wmsG)m27EYTS zJ+hdGZjuF39fr=d81qE#989T}M1Sdh1cBSDtJcs)!Cl@-D6KBwt?L_~#IbPa-Vo3tGjL#0HYOJG;K(n%n?c`If^Cck08%O) zZAqSSD8i8s@=(kBw8XeZ4NM(=Ud&V!T5&oO;gKGomqL1!A)sV5a2tAbt##3}Au~0@ zN_l)?yc12BXMa8p8LbHKpLAaT{kAp4>G831U7dl7fi#)2N#S>PyBQFR^me-s`zki! zb`;ultOt%wRp5~^3y%s-V@^2Mln1I+=P?`G6k1IRiMNi>-U@^Kn=6M{Ni0S825 z>-Qg%`YJqn6;@|q$}xH3cv8I)%Nt3Dpl|)`{t9rFZKyc#2B^UKhY z8bf(?Y9WZhJRA}yA|ewY0cCEer_wa&+Doi^s}8q5bD)BgvMn};#F*knQb)}$pES;B+4?Cr*$hYHx)Abu;%qV9b zyEsU^$iG({#2Yq=a4DoNby`%@qftbgOg0o>mlRYp)TFxGu0ZPoOo$85Gf|)-^Za0< z&4=PnO>HWAD{P!2OhGP-va-|2lk$bVz3DU9wN6Q)KhX7x4aSvG)1Tkbz4|89ukc+^ z=iFn33Q=(>i6G&m2IH#vnZSb_0xyg}S9vl7`Tz0A0C9mE_+5ogA5%M(Kg6(b`% zsrVF@Ldr#f^Vf8QG&rloatB}z$1;=+hsVpG3FrDGF>Gv$xhrlm>1T*z5)&Ez{k@#| z^+`8Ts;M*b;q_rXao(${u9p1rY5BU-yq%abF$p~i{`YZl_3YTI-f|81rZ5Y*vK94V z(^{SJlz!Tz0T9qJ51+jCdw!b5hbTI?v3okz$P~gwCpk7|S6KiT+;zOqNp85`{5Ptv z9C2q#oK|qfdfNZ=+FUj&;~A$6GCa$tQ7*zQVlt95lc8cSX98Nk_xV23KlUvjcZAI- z0C2*;`*N-C!6GaQPrKO>f0#2Xl*3`2-_^O)PFPB^cKOHgZ~X5X>|j6J{llqHQ1ZjS zEy=c>)Qr4@1IADH&KliKEzhCxP6Po>Z`Vh|7QyoaG;wYQ!yS4yz7Oh_l>qWL&<@0c z+vxi3G>EKveQ|z{IlKDaZlnQe*iDzN)Jih+upYTQccY)%rwG?e(B)LO2CE$5MTg5o zo+0I@?$pW{y_hiwezuoVA&qky>`g*cO#8be!vyUh9~9oWuJ5p9AHAhiuIMLr7@{a- z$-zKy4g*syu6Sd2J4Ql4m9!&}yWOnNUV#cb8sl4A45;(xMPZzWQXx^>@^}cU+~vD) zYp;tWRJH=W+e(2S4Vj3d67#3>5HEYr0-!C~wE~ysag|4z;75y{HPSf9xsgV}Tq z;WH3>G=b$`)MAmr_UDp&^{+tshb=#L&U%Pz!e3u=lpf^rl-=XJX(u9FrwWn$Hbz|i z7htS0%qhj96tgGfdkKS{LNFGMwczigjXy%7^>om3%JRrJhWT3-LiPJ|T+S zY#@K%R!-#+C6*DI-XSXKp6f)aAGo$D@Eg&V!HH3m2MFw>u<_-{9 zqaC1`6wRig_J?oPi5SD zqHO24xU%w_IN){u`pW(Ob6{moyq&6VMx>?VGx@N~-m0~)m_{5Kg7U8(r3C)6y5xO6 zrv?0Vf{t54=TWP(mg2O=GjayCLA&qv-+CvPQwv&O`MGgDw{vd1$#oPXUjCuKyK!M5x|DUUGmpyq3uDdDKsAK$wQcdgFNJ_SAB#xsHcewg@?x-Kw|Kr1U9a9ve}a-Ok$`Ib4YW!t)4 zDo({A^5~X6PL+FZ)YVw|zKN>u@RNRFzLQA$2#AjJVZphpBUOg^^>`Ggh`{pOa+URBk>+!k$2xx>wb=* zpGZDb-TlH^kp^+45+uS%tRsr`%04P~DP1I30u8$S&dm%fH6gS8*Eu>TS$n^IVi{#M zA9Y?(dSZY)%S>tc$;5H&>ydgHC&4QvOsm2F{xHG_DHl6;QLo8H!m?&?X-?Y; z_uQPdOh6Rq8!fG8roy31=7aj@nf4=*ZRJaH0i=RUx%oU-d<*xErfjDjHc8?o*n>h8 zVvJJ9q|`mGD|=i-N`-0pwfocxF^q#$ho zVYH&H3SSe~Hm>@rqCWug z->}l|yGbhQ2-vKv)fUOHnv`WELYO3ei<1_QSjt;MJfn{~o1=@=9xdOgw z+skzT0kQ^W9gm)Rj7q7VM8v%hTrv8kqM-o}CyDdL&;wfF+{S!9_Nw|J6Y--{weX>= z0NLS42JM@Bo$FS_MhMk`4D;IclPYb3A0~41tsz_KAGtuyO)}t(0yWNM1=mu)P)GmO z{-))(JvU^M$W1jw=;COyicByWb~kXvU`sNu8R>{{5?P%}_LzhyeU-=^-lWgOo^@Ci&_AYnz^Dzou1vgXc))=;GM4PpXK1?`8qPp{M^Iooa2gEa&|5>DRbX{R z#vd7l{xJUER2J~(eW&z!ZtIf+-eZ*K7$WBL?SF1`$*sI*;?HR+#N~wlL}2d`CO=#J zA;z;lJO_?K?LSrWcSW6NQS)xUo` z_X#a@hf}|fgq`69h(F41$K_g^|F>~s_zl^3&G3q-tFlq-kgd6l4(c?e_YU`YaH}@# z`*cMNc1=aP+tf8{6YRt#X}paeNlL4HxZG&7R;kfA`1a~ijb;eNTm)=EyXpo}C4ZPw z=R&QMY;nHL)>&1lR*sY^c^~>#nq0<*K)fF7m0ABEN$29u^#Av9W@gwl$2ld3#;}Gt zG(fZLnTtFd*9#vFYMa&y567X z;qkO^Pdp`}Fx}V$CxWoHh}VfGu5Wk{>&D`nQId+Jd`=bNbcu`izUF3hh5t_IbL7~9 z;a52`^6i}c!J=~kxj&mSHCHjuw|LkX@X1WKRf`chlk&PyY_jbWA;t0@Q7~{$23EB* zz)``A5cs`8cBg;1LY7SIjhl2F!DYX5BQcGj&;%BFFcWm@uwD6I4k7Z&Ubyi?8gAas zo%QU@=mvz!F)Fl_Y*HaK1vMquuTwy91%XlML0H+}V z)me2-yr9T}8e5;D67+Iwp~)-V#nkckjAyCBu~yB;&R^UQo25BB6BQH+uV1?CXsil< zBua|&q@s{QHaT&nJ&bjdkmBPP!7klLU$?Kmk@{7&bTKIk1g8{89Od`&^=g&WpXL{x zl@=z?Y9=*>3=8r)48{o|!mvOGp@yxS=Y`Bx1jH3&Vhu)hn>go3ZPhPA90TD4O!6=C znPJY9vjmTvWbQ!ECp~y^qBQFdH;7Qn74wHWcC4?n#L_yZr!W7QAov;o+&Nbaoq?p* z=|LXG#pAB=+s_d}C9};Z!CJwLZ6FU6Dt}E1FkH1J@0GrgZok zAUfR05I`l5W#!q1fFU=j%K*KhLl=AG~`mmf3Rn}ZWa)Qk5IP2QO>eSYnn z>o1G!MCcN(-%TAAIu9)V zsg1nk>|&%kBaRmXUY*vy*ZK4KweCg5qxZ|_Ul!>t;yUi#S+>&3>kQ}68TVzClNyk{ zZpD6I=#89_tmYv7Q=;6Bz$bjDYeS$g-Q;qWw?kIUTG(z3OHN>8(LcpuABt#gRokSj zZ@LVD_=eNkQ=zhRQ2jM<^UjBFpI49NN5zoN6Emwj*GhVK5c>X4#%$d1yabB_^f|Yo zxEgnDa{A}_C48(pQ!GvYTGKXv@UX6!Q&G8!!DTvM)>Zj{e zX2+E{(o$9(v*Bs*O0S#jb<+H~0G&cAhT=1j51(eonq!VrP~QHHQS`tMk}QkYqX0uIGAW?ec__1zDHZt^{A` zUmN4(gSRPP@7`gl7)SMF`E@Q>F*}E!WX*D03RU8xC;ae7(K8_rB7$57t~(i zjCAXN42Mfq)}G`oy9nH0WjdpIoBnmY=1=GSmp!&8pU(c~FM2%GFcI|7FRkP3SSDjO z@JraMERAOsHdB|GzgWo_+GU?M&Ap#N=Fu?|8U)!Tf4{o&_ifL*|Hh;#cf@;kwz5Kd zwCL#{?lWKSk2jb@Y4Hjg$`elapL&B*5pC4bsP08`tIlQQ>7m31H%POx2PMtgc{vK9 z_<&Ej32`f)L^^}&9A|WA_Ap~UD;F%IJwN&y-OiR{Pe{cL#I0s|-pygPWza<>IKRM! zqEXX?x4soo8Ewj3Km^n>t-I8C&uTjO&5e`sEF8#~L_+pRH^Qc8QF-%>L={@W z4Bx%JO*jiY{2vSVH3ed|V7cWOiL|`QO3{mTrKpCGNF?AAYE;8y2q{YiPLwL;J)c18 zz%KDc9ehe7*G?dU<&^Uy`e^s6!(t7V06={Dg#p&yx@u|g@~$Gt3WdJ zoQu8nh?WItA(l7EU$duP{u_-K`{GKADoc!IV08xByo@P3?2Ylbr@`8%>@0)Uhou5#J0cfVDUfO*B+8+7u-alKq2O)C&Jmjz->o(E9cmf&BWmeimO%+!wE%8jFB45)( zi&uPRJlQtXq?<3%QRLZK)}3Ejd?YQK;HT2>VR}A1 ztY~|`9(KrhA--flEN^uFu!*$Zh?wLoiahh>RaDpAz4pDX|Aqr5_ukqu1odirS}yLn z1tK#2)8pP_*rEEL!?~LbG0k4K{k&W%UhtmtU02>;8I3E6NeG;aXW_>n2$m54+&bX9iZVzeiaK z$-d{boi)j$Bkmm@z#u+c7|rH!V;ZTC89zH|1h(OTAP1hG7X3=Z4O4S*X6$kP5XEOB zVqHB>s3cd(h=w6j_yzy!^aw8s!i8TE=m}D*8hdGL0dwM$%36?uwLT-74y%A}bZkJe zl%+dTImra$I(b0mHCKCmUD??HW!j3kf@r?d-`j6_>{PSu!55AJ0qjt)2SpAil}X`y z1@+7+S5|~yE1)J7YQd}Luf+;Je{SrNMD7u{jROAA%PAteS>J8{?bv)a`HsEuOcMVi zDH|Vvv0eD)Z{&lx4b+VMa|aNcU7ormFBgD5|2K|7{#VHL858UhYK+;U9PpkCscvuA zrZjw)wqq012JSjSa$99vh0a7z`Oy*KEnMV zU^vPSh@^Q~%esa(D9vrmt7GC#lTJ-z@JWpY{=}3vYvJfbVQ$!N36ZLulgl$_Zs0r_ zGK{NMDJ>I@&pwR@V+AwLkv%PQ?o9MmoENN@85-lUH38eYfei(0XiVhGzUFI}NUnD_ zM{J|fGV{j?V!om0gYc6<=IC9Nym$}#POhNU@klNYiGh6DkR6>b?O{ULwOjIW0Gi`r z47Lm5b{1ZYO~%Y;r7;%b^K@o2vZp^UcWSIk?(0fPuU4HZuG$goucoFJ{?C2P;Pp3M z{eOp}krM-Qfb~DCX=}fa01-zhMFML%hws1NA37c11{H2s&c+!OE4Mz^;?Uxan7`}v zbv5*q4rS*Sgre~Ywk3%EAqlomFeqcWb89$W3O=gm;_mT2Rl@t-k7W(PkF&XI2pD1L z$N4W@*-D|}hJ!eW)1&z;QuV^|4nJPtMF!d{Cso1Q8KQl1U`fDJ<&Z#Nuwr8m&m1;4 z(@?ESr8F*7Nh(Z6rK2Lh)1iw&qy1a9Uy_XeCh*}5@2~Hqe@>SF-cMcp@ndZB4X4)8 z$-lpM4t_%pG+p+{_X3~Z`Ym=){^d;9F-JVevC${37{jry%EJ8Y+;FsWj_-TNoXz35 zCO4xAW9L9N!tN&MY~{CsSTU4VYIs07`3V-~(EIU9(wryy{=8<{Ol^Pn z5nr)oKg0HvL75ocot<2wXBOoXG`**2i5OM05vDV3*{bfMb6jz8gCRSdApsRJn12?- zv?&}Tv#k+>iS=I1GcxnRtbrfH!>(ccja=#a(EM96_C79F{AZq#OSha!EDshDBDtiB zcaVezo*C@37o+o<%Dr z^=|*{?0}Ee6ilc|SniQc>6e|kmO6z|rQa|8bINNX#9v!+99nffA|54ce)#GwWpye@ z*9aP2T8)bD>o&l$usKACeJO+ApPC&r)hucjiu$SM$0*df01@I2hO z8iSVY2tFcA-OjkM@TWHWWz;u*M`xjG2+p#XOwD7nYFZ-uH;t zIw?w3O4-^){5@aJaCzVZ0&b+YR;oo*&u@!Ci091E9V#kyLX9AYpr-!L1qI{mJ3`<~ z8O*&M`yocB@}6QuJhhEU!F8ScmhCg)|SXw zqUESTHYy<;T9>^RkM{m^p}M-zDj`l*yx-rPfB*iy;z4ry)aT~#f9S`41Xi>wYxBR8 z?dDre+k*D7B937a+XNs%5_triD*?G9t9B*8RUypXK zJ>Br(f<)^(XF=~M$PftE72gV7h|fwTkV>^C6O#+kY^gURcULUH!gfsO^CWJHzo+Fx zjXUUy+`N|(7w;>1y~&)cI*5Dw^}=Z9oozC3&*NV1^5x<2-42b=n%^&(4o$cItk;Hr z3GGq-!!cZ^dEyitc{;*dtSj>5^M~_wM_Z+a>A#-Wy>Wgi)%B%$E?o9{S$8MX9rkCZ zu}Cn$8!4QX&0|=UBJ-{BN}bJt-vdOuYh>*tA>p!_B2=j1D^JPercZf7BGD2VB~QvC z7gsD~`QFo`vN%KVX{-Yea52T!w9iA%25Ao_kK-PNT-#gj4jb;zU=9^kA}U-SL~}PW z%qt#GZ;SHf>EaT;OB+m@_P31@Cr>I?!cq@7CX9B4WL`)BI~RPDmlGwCpNZ?2b5IRs z&)y|hBl+{=Y2Q;IBG?XmliugJDx^(jh-=53rik;uhfpsAyL$a$)M<2Y1DpIdJ_e&$ zENX7g^LptzJ3>WoSTM0uxlgCh(asy9COR6(z2M3s;qnlQhPms1j&tt+*<1`X>A$t7 zDe_1OJ&jS@Uk0#=v;5H&-!CERdhEp))dj8O^gZ(Aob?1DRtkrjZ=W(K%tv5<^17Cc zyw+K}@s_m;dnqe*#e$J+N(^IS4q&0-`Db)wR|U*$FP^iq z)*5$Ox=HFl{)#lvUCs9@n&5w~cmC#)FdRFAHh%6GGqkWXR!hZ?gZQ)(}+JshcS|b z2X%Um#*Ed*uq_Mp{WD*%9<2A7Y1Slvq(pF1N>9AlKiqWCo}g{qX5NoiS9TqB%srW2 zJ?#NLEiKu~nzzg&JJPdvhKn@C-uvKXrAV+Pg3b)9{u8-|;))rQvfyHcFq{hEno zV&-kPijUN8sIK=Q z?f&-!M}g6B>&bgLC>=8^kF`ocH%g<=+4@%!S;WwW*${Hnvym29$@Khu9BK3UxLi}3 zma;Qxo{!S-;x2XL5-H3oPKao^+xYp$R1D4~Fy6YT)W5K>P{y)o)Gq4E!^97JG}00TzA(7itP$IX*6n?Z}3QPQ9tH4se96u-jNoX ze~lAp0mSrVzyUz|@WEoZ*^hn9f!{oRtq27do(Yh+G#`{8C87)?`66c$Rf~)nv7FnZ zr_|;g)j;qd=as7Bg;UJh`DFin*;?U%@=pj>88#u7yMtUzI;>?L!7s#{VqJ4I4Mn`v zT5V}pk;)hbSlV(*zOG}kx=T~vy7LC}GrPqzz9snvC^mL^tF}@drtM=+0l(!7d(+Cz zzju@sS9yhYGlY^~pTCjFdgUf=zp(BrXWjL>&i6+9>f(~HVzR&2HMEL5Fb<7IjjG>R2T|ho@=@o5qvZ|fduW;qSLl6QmNscO;5}ZubFMUUe zjk>mEGf|^)jwHH-Rpx>y7)SXEvaIiBF}_BSN77->M$ydo!LNMgW}WL5P9Tne1P?X7 z@h-(Bge8V{dYB1YH{%~VD*p`GDqCQS7ui~>P|?=vfXi|>XTIWy#Hir;#bYqvZW%rH z6-bW2E3=TNQ~djW9s!QrC@H$T)#ms15=}`I@D^1#zV1|{*NV)o4^APEBB{#{-d-2+ zyf|aoDffmZH|&(N0d16H9l}ZefGx%I_72qiqMPo_bDJTtMJ!MI;RF*@eMGRqVK~1T(y)%X?XTNkRIES0t zt7-I`Ty#Cv(|G2D@FZ*G%91397Bt+fvHN`xhn8?P{;Fu6W3Sg{V^smv+$_#xzfn#> zrxWC_lu<#H2KoaC?2W^8hQP3t8Jq+$yrs74%YLR}_ITo-)BOQ%;pTCyMZ8qTFGVKz zLPt5L+TrUgKtuB$sM>U|m$VsJF_X+bx+{1G;8wE~Z>xfSWPv63#x*sa=Xp$K07*2B*0Ftb*5VYi}OYuV>s16qpefOu-@TJ`Xp>@2T~a| zBNjk3brAsO3JObpb~i%%SH-VZc?$~US~!vg<+VGlFEXjjiEqvU*4x&j1MlVsn=!i& zXm4Y?71R6}5}BwdszvVE#<9RG^Hfm7G$(Cjp@ ze>v&Z>M*sY!VwYESuDj2bRTAWGFak~0Zn82ArFn!SrCL8YXMsqch^LrfnesXe4NTd zQ|)6tN3h@_J46pF)UzIawhcYfGFWN)?VRH|P6tuJ)_44`6E&w{uuFSc+F2c251sFW z#Wu9E!lz2U+!|x6X@S>`1NUy-nIZQ_$%0+Ej6QnJh2!gY%X?&wH-MS_F{d- zUokT$Nqtnyr;#d~JEku^Bx@k4di&Yj&?-Qi86x%)HS@)dhC_72eqaV*A35%Z}{> zq<^+mWn8&zsoq*8h}CWL!s`JA-b|ssbmN^aDo3>LZW~he@?E9+;sr3)tTDUPgfmtw z=BI5H;I@vz=Zv1oAb2t~Y|mrzDs1n2>ysE*V@w~lLoZVp8Yb({>}?2Xdmze)^|c4wICm z>w6DPo=xSqr_hbv;*H)wj41Ke#>1FFWe@HdYG!JyjXW#MAgGAgz=6pgOXkPj7(e+L zU>wAyaojzC8I5j6J}J(^C}QntJF)G=JuX#FiHw47FI|}VN(og0ewI~I4Dl9DN_6ki?Rk*!wHNim?fHbn{8n^mP%h z94VmMrTfly;%r=uvR%E}fSgHA{~4u^*FQ_%E}3q(N@XH<^GVt&yY~(!dW1kdqA1yM zaIN1}I!0VC>#WQ<-d$;c_X<3VpiH;Z^~FOKGJs|&=XBII=3b@L3Wsm9t5amNET~GY z^-8)KiOSdbk2B7h+w1p9+pDq!Y%Vsu{*^^qyV@ytv%>0)jN;#u8l1rxo#CA+eEKjJ z{oHD4=RZ}bMVd-@SN+2vq?2n&?E`d(y`s3)~&PA&?0zPQPvr>GuY5JQn99r_4Ue_qFz> zd>=W$)0)~;VoUXmoK>|>U}wH?LAA{4l*3Z+PfN3A6c7E661~dhLz(wyw!aJoecaKX zJ>|PO`ZH{8`}7;eZW`;Q)oU9s!4Vtd5|1x+#X%z_NOz>-P!WTN04<_k$Z*3-cC_6{ zwy}iert9LBAGSsw{K9r^^keP@~WOxfiGTtYnw!iRtVf zWWI+4@=CYCkM727PUTHAV`zDqBAde+A%S-K)I5(U#v}&brVD-mr%zY4eH^&>XTMLO z>t{)>-_2Sv+g;&*k2v=Jbsh(?A<@R({wh`||7-a8qGs`!-E+5o; zM-!h^>bKAqB zIwtoUe#14x@97un`r7J;yWdZLQsDh#(rs7!b4N&=>D3OOP$Ij%j)uh0xFRT-3DNVO z)6eFNVXl_QE~(m)Nkgvjl92$R9GH}A1ttlHQW(+cONya>9N}HPM#j%&ujz5mMtEUa zcCKL?Rd7n2KzZ&qoB-N|JZ`CUvvz8{YUhsKeZO4XH=2sx6XQ?c5Q&<#kAzBiWvy2q z(v+pWP838xjJEA#h6e4*y=O|uMon@aiW-Go6lo{U{5@HvYGQNT#4D`1>rukQxJBW|> zKVJpcFAs@TZ#;o09O6Tcl$!Xybf9Kze3=_%T9Ry>@VwEkp9gGjPpUM%5<*mPo=NMT z$*VrcLb>!gPK+xq`J8fnoWRqkYgt7?VdjFD$elAsnYa;8u;0*Cy<(+L?*7Y9t4M?$ z^%t=oW^xK5eO0hteI9Z)4rTOEN=LP%-(<6qZJ>xYo)zuEZ&YyL2MsM^tVMj8dwxAv zZ97;<`~5FNq|HPci{WlZFPl628P%`z0h-GG59P#rTGGGW{zoF+9)8pvm!e*jvJFzy z!AMlxS2QQaD7-u`yGD5I&O2sjX5JLGln)7Ix943udTeNKDN* z6ymAyefGyt!qBcT$mZBR`jkR=RpEl$9W7Go)GlP3Xa6<)}kr4x zr&XroI_i7NewVbUwy>v$T&VMVfi#(deSLd3{O584V`@0}cM`7*W$$Ct%d3=XhC|i} znEUtlR?N2IZt#L`Lh$eQN3w>c`v>&$^@R8YAOq}3tnhnPy8&)LF4lY zcGPpzHDhK;6G{L{JN9pVDX~e4Cxf(9bhK>a`o>=;aV3?tw0gWsyIZ|u%ApnB$@25J zgVqC_5z`p$V%1lt9d1&R>)}`*)1_*FY<40D9urkOZV=bY%hqO#PfykZe<>iuBoipW z!A~g9VysVZt`H4SkUwK=Owej$aP%vUN#a#kduCwbOtGd+)n)wo-4pdA)fUPul~Fua zEzaG7X1DkAW^`2inQq{4eRA+zU~XGw%G4EnsP$=uV~*|7p7lk>Qs&AY{e-=;&YZuQ zyO*69&u%Q_R&d(fic#E!)O)%L0@0)M8xmq zcqfV~&fMxrkYLShGzK+L^@2Zf67-dolb3DDACd<1o;JgD7Yq4`kMqsz{3!Uf)AYtU z;>T1(`gQ4hw6&dvQ?)xxAoyKMvT)`XNOE9syazXKwUn`=W2W z*)?PciXVK^&?mu<0_v0;r-Oy_nfc;0VXS2>*CD7UQIBPh^^-2Y5@O1n^72~D|!TPAsHAj!-j?Dri>yI-Gt3C&2YCtGjJ6CZNhLv;Bxm>$IwB$-pwS~ znKb0B$~^PHitN+E#3ui@?0FXt9EERawZ*tA2wW~+A9#B)!rg_N`b3c+YQgb}=kbm% zCC&*)ny*!>Zd8=oxcb+9{$#iD9eql#v|1ZX5Yp;Gx-HUq$UF@>__w7!oWgLsY1Z8X zEUao;YaOnbVp66Rh%!T^m4czVZvK#qy1He zhPo@*Ec#V?*(De+)2hJb!D-KyCW2F((4YH|1S#M`Oy{h9)fkL{3>t)Z1BeD@k>PRx z5hC5$SMO}dUb1{Lan}(iw201gixxo=^7btpE>1srj68j#xMA6o1mb1x3Y5@=z4NVq z)pOW0(W2Gy=etnE+(kDt+aXZ|D-fYqLE@AAjgj-|Naaiy8n5e3nkyGy+sf5jEdi{%q0d7j7b1=pG`c^Yz6A$8^%5vfQtK_!`iv<}qYXV?jQN4p_fwG1yM$hbiAuBhP z#@U(GVtyRD=O_W^ebOC)TbHG}ou_=Vx)j3i-aROsS=#y7J{-5ylEI*@T(e3~l_^Cs zF>GoRvL2gfj_(xWGq9<*ilviJSjksc$QH3`VrrJqw*QumU@YrTEO%1QXnb|u?#?d{ z@I#E~DbMJG(fQQz@u<>SoG5?8^mL}$r5eYjY_3(&HFvhJHSvx^6kEJJeDKkk(0~T~ zG!L@Amp^gv64yf=1w}e_Mtk$l`R`MkrEfk){?e~sX$gQ}wmnU`6?IGv{H;KN0|8IC zQv4_!Sc%RM{^a}=EC<~5p=|LJ-6={Gnugk2X2~ zMAgbcFV``J`I0(9`6YRdlZB6#+GL4RBAfKliUy;6&4jJX-%S(lTa38th+nG8cg=z3 zW-|J~EnYpV$oq?K~kkyDP;ga9kcFdGCfuAeR|5-Rum;`p@S^ zjWtE}elVX~CdmEVp#aD*@-S`$rtaaT3n0BCOZ5z6(et^FL%^+kVCAZG$Gawz%o($jh0?fLz|&Zc{`LS0ZU@L;p9VmRG3Ua zH3~}LC%2Px^uTmJJpmNEuLk5^Lz)E%}w)Qq;X&G+((Ec zS8yskYkYdYH`enO5>5iqaAHOm|NUul`EkS7*Z0N^p0nG(Ti&?6EOm+KK!1D*-)Q$D z+sP^Ze>c@;q5I1Y<%7k+{elX{DDIng)(5e(aa?BSm-NRa1>d2AWvUC(i za&ysB5lyem>f{$ULhH6Q;pgiRq{oA^HE=-+=<-c7;Cv`H5V*_Z7NDPSEy*`2;Vu^0UzCHph&_g7gi;~AS)sO4yG~bIA`y~NwsEk-iV$=N{cqZ<_(`~-H3|eNfwJ7 zw00PncHk+gvblZ8%F~-D0~Jxu@)>(=@vK7t*0K_cZ95e&?8gBUOG;1x32ad7FJ_hbpJ!#Mf+C8MYXv_W?c2LwqWsvqunxvH7aQ za^85LLg884$(kUBrK>~Gp$hx$R?K)*RP)mwN%UNdz0*>kRo zA%ki1W2XliT|F{V9iu9;g>i$VFg?5Zlz$_lS18jj^rUFV9bkOZvbVvYr_9@wbW0*= z`q)kUE#z$Pv_wGFBV4YHK9HXoLCfYMM)xebxw24{L=iBdZmQ=-#qeE)h=Mgy_=hl+2kD|N?a&Ta_b{`U2wr99~GagCPwxK&Sn zFNO>v4)ix)vRwl>MtEZs&u?g+Ll1j1kvFrXVAd-)5(heax-YIDhkQT&N?f z0Hnyp$LoxN>`9F**Pm=)V#1@Zh^hIc z@qSYxikAz~5i55otm2ZpGDrP{l@f> zhJNXd{|u?`2lHyAhXdJtj;Y zeYk%BBT9>gPd7frdu%M;I)#6f0f#DpqlGg%C%5nYYJ17O&>ph4mg}OuNKX*=9R0W+ zvw>$UKis(Ycuh7+F#H^M0h;5nD}R^hz{#X5nS~o5_BZy@* z_f4D&6cxzeEYCNsY#fNN#&s#r1OKNtw3j0i-5fmg*v;p>=y9HT!0PPA4C)3du31Xu zr=ryMR4+3zNeuC+sz<+^bax`mRu2Lm+c_S=ca4v;ytXyltY7zR5(NREghNm`7Kds$ zuS>%9O``LLU2}w`JpgqZN&4*S+6P>DdU|EKrNjXM_?28Im8os@{c)x^q2a7Ia4fmo z0vrvTxmvlkYEi%>dkvgetfR4_YlY@a=qaqES|}YTk43yv;UXVjdL|zV&N) zvb71kSUw+R)5#P3FqU*mj|%cP<3I=)Pb!IrG_@3Ct=Kl-ilpht2!U-Bt<$g0vB7-J z-{q%n9N(W*dN6PeqzpiaDoc0Ab=x`aPR(c4x)ibza}S~c+)we0fqPJvrxdGND}NfI zCu>IT^_6G>!9b>iFG`Tey;fa(EYZj4)=k`;lC3Vfn{oE0*8M`Qd?h_Q^qR;?$SC~2%nhdA(HQW)?fFJ=Y4gA z>a$yC+z!v|HUSe1w4~CL2)hP@X&p@oazvGs9lPiO$|71(TJUyHM&pB1dgIOXELgbH z%9G&35)qp&)TX9d26QkUM#@S0lNX1pF}#4BI42}Zjw@MnU$ZoifT4%1<_XH7H}?|A4>sd7R{)EmC(WKXEk2Bs+;y?WykdGh@6 zd9m~ptMqYdbY*!yJgwa7Bf8m;G z|6tjSBOn1i9H`RgHAqOJgF*{lqV)7?)Smw1-ATkPX4AQ;DoiVos%Xw0#(>i8%L>;u z0gh(vQc^SAdF);}Q7JE!R)?5s*gCDFQ>B^M2B`VYnZx0!#u9KMN|sf)acRv0%-v&8 zdm?Q?a?P0($5rp-^_dtcnB8iUg6!}i^ZfT4^b%RReF(BJLkfiss!W5y8kz6MciWoD zoRO!Tj^D_nnU;G&lx>|IGd^*`*ltFVLT@!k+=pRZD2+{g)&mUFEd~>vq>l8Zfyka- zOw2J^N@RGaM2PUxM!*@GKfQzWQ{#J#bY%IO(U+Izt3T!z$b(oWKSXM-r1y$DSjNQa zbe=`VolQ*%;`~E-5UgI(>WeXRvD7(H+e1kWLacgv(nZ6Bd0LG&0(MfwMc# zAJC>~z~ojPanJa^rf6u>+&pA-1H}&QVH#`jS*>&b=J`HPk!tg~qyFevQj+d#6vr2Uwi(h#kh3QK_D+3da$gGv|BrE>W zEWKxZO^GxL)tf=)+R4!}cH|p@=@YCB3W@;x{He*sDbWSP5d3W(4jIX|u*Xo0n(!I? z#hk`Z21^51gUz~~Bv~?qXoQ<%2a3?#D`|vk;sMf$ql^pv)~p0dVaQym!9=#VS#9?0 zdagD<TNY`5V*>Z)*-2rFs=lL%cWgl@+U*v|Q>@ zGnO_+ONWmd2n}YKvq;C&F%1POXE#XaH7~`#*SUSMjauiXTy~*$X<)`pjEKHyJ0a|S&ZO5vAkZ#`!~Nf@@#K1lqGf)!_RuYzGP`I6J<#P zF`_^j&jRih?U_=QuCghIq+J4JJ_iIg0Lh%jASf~6ftYF22B1L)cXTMFdXCi^qr6^h zy{=;xsw$E91ptgGB@C4a=Dc zE+lqV!luhU2o1e>YE!Q6FsX#ak3VtcFb@Kia84w$0^e!wbx1v`e)__vL+P*czM|xV&Tr(U+AKqpZ@K($y=}#($lKe{hW&*S7a;R%gK%|`r*)K4QxTxUKe?kw zRyK4uD+{Zf7Tx>I$Lg{F#_@{5DIHYm2VPk9qEalS&Ux$f;Q98ko!=igPu<7{DKr2P zuI_5y?>O$fVO7ynP)Gy)l`|P;Dt`=l`QyFAN=Z*9vrCvBjtNVoU|-WB8a_!xGeQ3V ztXshSqgigh@5m-oy%Qy`qj9aozNjqJGiozkVfRb+&7f0`#-fUw`e{NQYSj(6Cua%E z{af5`crY|C(Z9Y!c6cdyEIHNC!P^O+7}VZpVZd=+U{)>_X6q(WeqY^#Wa>NL_#h>&euSdmjYWOz`c-_t{|07>i?%I4$Q%DuTc(ir)Kl z!SjG#Ah#6htzW80u>+$x0gm&8ymxr)Z+tp(chTr)<5i#<_GYlC2!uN32M(Vs{W@xfx2#(2GwT zzPPe+iMpm(t3?KYUI&T?nMw<;v-YSf<7FObw&}7uS`VvOxT;?{twq?>q!9}@3^KAc zTCEW6eNM7q)LbZO5$|_~CGGaSko4ew&WN zG&zqq>Qj*pg=D-NYv0mt)DI2{(VlX&gCIh0{;iuj-uB*G7enN5VSXEz*(_5NDkhpO z24P&b4CIW8*53#%X6_ed(+5)?UffHZ`4F|w&FtClR!sM@>JpjkFuEyr%V*tNbCYdH zXX^KsH!7zwgA`vfV#q&*dF~uaKs!ah#tgVL^-vSwFUS;dN%Z2aQU%d5A`93M-~nhJ z%H!{$g`fPKRe(;-l-fxiWc!Nqwt4_+D|G!v5H1h%**}1xycM%qsG;c<$Ln!5DDUxB zooW9aQDZZWagKMIr?Q&Glps1YzmPpT>|7xSeD4dh*q+)9$2YF@#g5+&`ZU1GYd(Y( zcgG(8$ z_D-zq9g%#BRJS=VtC;vQAE8V@PRMY|8P3UYm@I2dLo%L#_m5|}b1OrMci?ND)0)oR z{NqX+*^?ec$x}BOT#OHl*Ue_d<3E3|2LJ4eV^l*U;J<16-;Un=8}fPscwy!GwEOU7 zDOTN_x}dopm+`Wy&U)eYh6=p9Rg~GTNVIip?e5st%UhoB{Ik zDu0bf?QnlqN4o3^|9!3Sa%cVcp4T~6W2hPt?H@X3k!3x+zmsU>`R=A{TnwF_ zm5A2*)*;nXmdhG{o2~qdN8NH0^BP%F6h6mX?@0G~O{b&6cfC0!WCz$^LFP3JWv(>h zK;gIKpOq1N9{t^zD82Xa?@F@5uZxTP@Snc-e!<&Es^j;kID!UAx!_9Wc$^-Y&dK&{ z6KdBYJM^p=ZMo7N)j5+T5xatYh)84ch@lBtlZ9b=R}rk-gj#otObJEZBq+1eFF+D& zb7P^zRijWw-7Za3+J;5O3{NHMnth?yOMZ{O#?D3rmR!58acL~aqR-7k6Q=ABiWVWn zl;+nVU9CNA{+$65?%42x9H)_uGb{@y_-ox)B?k|}C8+kEj+h5&tyB3*p4s5MyaiTg zLw&w6T4JUf>0oQFIxZE&HR`D8^& zjF-E!81>YetO5Qpxjz_Bk8OGLDD2QXsuv3O%BMHa70oFj_+4ZD-=E%>wKf_AS3A65 zP+BCGO{^N?EjN_-Ga*fOb!MhH1e<&#Ry<-eBd7ORr%tnkkI#lVCrz^uyP=N$0)UaS z?++5vg-HiCai#0p9MKkWnB=%ZzPuT;peRRC(q$@xod zVu=hNTY=8LmR6<1lE8yc`$8Z*T6SG_$bvHi!jlT2;#?g)7AO!!oJy9cqi<+#0oD+e z8zc$|d-@g{eGK5^&L-^MU$y8nN6XB-QCmaygu9VIsXDUbmFbCxxkU}N{bz)=dVJYY z@B=ySzu58aU_-NSIn*|fQ}3Cs+p@YRaq2h*;b{*%Dymbd2iuB6*`J$Z>NX|=?)aA) z8nJ@sM*%&)0@0v?-Qv_sBRs;{r24#SenWtYmDH1~2mbw(c;;@KeDf6p#^+;hw!bLL zfoL1Z1YN?}Kgol%vX%yr(A~1tEG&m{EWHDs5rclTUUVsQS)H0VVBl?4HWYi{+bstd zz2Jwm6SA%&N?g60)_X05;jVvI{y(bD@~`Q~`};5kj2Mn)BP0X{OmehCx=|V?NDdgK zfKmgL5tEh}9Ur`zkAm|u*Yt^cXrzI<&67V0W|1ybzd+gkrhQ{~_4EsxxJonZ85h~#$$ zxhAzn#e_b^zbhN^W<;sKxTYipPUdvWPNK_eo$bqi*cMHoNw+ccFcUm&g)PXSIz23!JhJvY?`0h? zu8p)Bk)DoXp%~GaBgXZrFo>#v<)p+vF-1PhLq`1V6WyL-p*3DwP-itN32)_54j5|u z!c*cyzggoUG{hdq8OHB67Y1+}A1PT~S-sHbzZg%a7G_qqR>wWpi7pb3P?B7<2Dw`g zXY%@)rWm#&ts;{b=SA%@vyDLZi~>9Q#UGwpTD6DTX)9>bFBG?U2R5XaSU z(OiAc<(BT{b^wEb-bH6Y^r=URzW9Ad<154eWGYmIrqoT?o+Wk8%NR9o0PB2`E_B4w ztrj_gUB#ntd3dd+Nea~qsx0ALjh|B?bYAM)f?35gw+22`CS36rSbKJfF*}LT6Wqvw*ij|5XDW}BW;jMPHxkKgR%b<~&Yj{;E zy)k37=@d19k8E&E^5joS)^{JYLFY90=klXR5HH9g0^uBUErby)y3wneQ7^I^lrGQB z6x20NZP1$(YL>TLmZ0$KpU2lHPyf``-b!(lUfpmi&48qV9vjjoSVhBR1O)F1DKIy? zAU`-6sml49AQ{JvWwqjjzOeFLedY3OzAYs7jv`Y(@^Yx^FYC-BWZ!Hf>{fqwrz{mukVstjNoJsGx0IR$N(pKk6=DXQ90m?%+ht!-rnnitnh*oS7d0I( z0O9P>#R!lQz0V(=SO8X$lOnQHqEV{on4d>UZpoi>Sn!~`+g9;mD)4)Gc4!H;3=7K*Kyd7xyEz-*r`PM zxcKVzLRDey=Aq8RyLX?W-QI~H-?#5LS_GAv|tzY5H!V0ISJw?IqiPoxw*rs^@!EAGv?E^p1?F}7&%|6v43S) zRbqRL?Gs?2H56Oj*yDbEm5@W|%8MH&^k9}#?S#fBnCkf`Cr2Zji(G>h%381Kvm)Z*dio z0>j+ynph|MWbxh2;``i}X9eBB_z!EUyBgC}% zDhAngNYn_E?8lg05zH~lrFcwY>32rP{ZIoF*3t>M8j3rx_{haZC5v&x){*9{0g!U> zLS1g;CAacHZhW0+yZHf~2^xue58}!0u6*!hWLy7ZS8(H-Qz7c+C5hhk@BVC>qz2|F zBU|l_tPy&_5f&elckV070~*`aqsi#yeL0#t?)6gW;{&R;Ni_DAOTA*n=hE5OioL#0 z(bo4%a;Ab&h6l~Urkd^)F+%DJzPA)$}jlbB5T%fb-_7RnwaY5ux$?#FLjN=H)}BKGxqw>C!9TklnHa0V_!~SgH7(}hg%}HWpJ99x5@_zb%#|*XFN>j)`=Aue-nZ#uLt47wwKU^F zcq4$%zWwC<^X-4jjm5ira>8G`4}uQfiv2fIpca99-*A81Gi!tL{Hu}O{}Mc8LO-GV zpNiepMQ8&sEdp3{6cypkkO{JCKSVMf!aPsj0Gxw)Ti9BBZ0MY0G%?RT&ktlY`j zxPmdP-RNUjDW2*(kC-s;xutg0NA zynWAge@8FLoZ0<-GN)uf3CbC#%$|)GWH2EkOWcl1);Nz3uE>+K?WsuNPvR8l%t#@p z%(5FQ%k!keI+|YzWjUG)3&ctUQdV!Qasx6_>QwRAcGGhXD$z)SF(C#qea37!RL`>K zw@)7zqO1hL*T-PoG_?uWI4!osVG-@!#aQhfYH8yvAZ{@-RYpU%l3pb(KUl2RuOrx^ z;ZrI313LBymlB_heLp0BD`8`Z0xuIh94#cTDLY-wa|JNp={+}3DMIrT1nD*U^t>OM z4v_U9eYU#9th>4a+B9SlyhN!{w7&xANBuAjrDVec3y!xQ*4KY6jsA|Ne%SAX-lEZC zlf-WOjHRK}a82`=cxAZ@Uumrpvw@osg#jp_L?HhKKMH2nLf6Jd<|w9!t?>26L6#1~ zS|z2F^H}m^im1WhBg?K(jdN)sN11P!V)jYXt-SAstN^ssAy!VB$KlGM{c|Z8xa|8y zu$t;!l>vv2?h!K_?s6$tY^L5ssLpe9U&@j;YGgZLjOmM%;%q5RTke2!DYfwMM%-th z*W^r`zGf;TKQbN;#(N_&-+D&Z%13S6q-{U{_Y2y2N+Mv!c~QMAqJG+g^raeQvIJim z#%1mUyT%~P%>u5Yaa_*$yI5$Oa@!P85y%Ho=*s3a#1t=|~6p`lPt# zof!h&A;p@K7F<~aTej?CwmRNQV85f0nN5+=7>9wKHz#&1RX{>Q#ZEmlRg0yJBamO{ z1F(1taMrc&J90=W)PocpV>2?MvVjfmt z6TFQ~TgrX#V|xY`ScB&01f939o#rfjZQ8Hhy(OFWMex=x+@cjWYOc=31Zl!rXcD5O zp{!X02CH47A4*B>Jl)ctXSjM2d^jp01fWr$?&IfnAU~;KGapabbiK*s)Dx$^LvmL` zCK)x@Z2V88ftWjAk9B-<~TQFpiuGfW`khoWl?A?YAYpXrtD@X%;_z z0#h*`W1@{RDyl$NB@2z!Y`Fvjl|#?&MBi}|HTGcGCNauiFc~NU+$%RuRb>9{O8och zs#X73spmD$FM#5p&?buhv%OBG#Y-Ux^&IzQ^+zh6OF`l+JbFL(xeC9|;YK-KdynYS z=TnIwfmZAxv@e@eWJcX#Y#}2Sk~or@%?B{1neo$mech+)8IJ!aj^05sHW0~n$k*jUL z7tEv8dz4A7#>A&~eyqJ7j>ZWJhbTZeodcZ^B(^8(H@-3Rf_Lm5(B<9qc8Ha>lu_i| zK;Yp*dOC88hqr}4XiBGwptbm-c)3JQKyW5U3)|*7Hd1OMxU%25eiSc^ingcs<#^f@ z;{t6lt1FKBLV(jdib?CL+U5|uO%Kom_2zqSLo`HfWD0IX8rsyzIY#U?PMbTbAV3iC zToxik5=h2~(ZV0g1L4)i=iN)ywSQ(u*uX#~QlvNiq5@4K9k@h29KUqM)78rb`Vz_y zYyy_Vk_J44RP!gET^$}CsvTcwSU(?H3gT6UZuD{9n>bVV>7Iz9fE)U3vZj`A#`66I z-B@BQQp`(FBe^eU3w<23q1U3pVF$!Oaxf&n>4)E%3$1A%LevwIiixG51X0W}LEl;i zgkQkUH7K&v;;=k)#CuVHqme10%r0&qH1Xytbm?BhR+{Wzp0w;Pb8-Uj`grA@v*rUs z?PFNQ&G+sSe`d@ttS$H-f_ZUM8^JS5DjhFZOILdMG8a?ve!e!U{d^~1d4Frj-5p4& zB)cm|x5F~Xp$*lj*D+?AnW_N)$Y_BI`Gk15tc!uPn|zw6X+VkMj@8;;sM$oeM%}vy z_*|N&U6K$QCn&%1SL15_(zBO7MwmfkHfFL0MAKU|THf0bO^T#(bh{L%=I)fPoJt3~ z=|qnt(I|aVC#K~V5l9H@7fg7*JhGIXOIn1=S;`Q5V&YjUm#W5nYx6{~V_s*+WlRKk zv1&42Vcc4k&5U!u(# zx$t=TyIXO0C9;JOWYuER^Z6%qWv)z**O5%;tiJ8=+426B`TXoPpRp&3QMWl0nX2OS zYx5C+p=Y|#ssvy0pwpghC|Tq=3-h|CC&Nb@T3WfbfHg9Vd|Tz`n@L2QqKV`p1{ zed41yv+orp9)p~+$?sY@92EebGcv7&OQGkYveOq!?|LE`)Gy%8qH&W+T^1jh*RJZV zOLL;$T^TfX=C*v({_H<9S$_n{kaa~7wkDX^$fs-d^(Awvzk32Nwl;dWQnIn_@hqc2 zMfdbr5qPj;*@VZn&+*ve6zZD(`ot zu2Hv*!Kjo2_1VITky!KRG#H1)R@+rObT14tQaxhrA2L^WTMu7rYdLOi%3;BS*1gNt zlu*o0O^%NgpB>2`Gu9`5&BuKHMgR}E;M4hy@W`x75b%1G^U8>+$sRKmDA`GwpZw(N zbXY=gy^O|YTgH$y7N**$%IAC^O68=fn*wEoRhGEu4g0Rg*&p%9x`cfeu@2A`K6U{B$%YZCH3++93b{cVYIZ*JkO;UVh=8TVET_q?kiAAZhrKIVJ&+ zfW4%!{u7jn;WX!~bn+8tCmH9A3g@l|JpesZx!wH|#S+NQ zj}MJrmtIJ(`PRD9Iez0NKR=MuuBv8^o9o1dsU3q?brP~Iq0StQ4Jc{cJ z3VsqaJh$@DS2+@7Y1^7KJUn5YRxhAlQQc;Z&*s&sdFHAmJCkG#;Z>Bp&#QnTGMb1n zxI`IpM2(o2mCz1XPR67n=v!;c5twmU0J9_~7Q}#|hviDS=GpIPUQ5t@Nabf~4xri} zEss+Vs6rZ9vl>v&jRNg{HYfpvcN)|#%_&OlTNKC%I^^QB#yG-BXqvyPdz(4iee=?V zq?O!^kH@kvZFtdt#om!q{I}N8$FC11pWa)zzUMc3RAKzeKeY@3|MN-lO&Uo3^5!#0 zPhsxO0vjeT0*lFjA;B+NFp2s*nbX6+r2zqY6pWyS(Q!5D3 z=Z{bd3Q6;v8mJPG4r-O&#Zc_Ml-XqqXfxFrY<{D%4IDSaKOc^IVgQWTdoAutXBa48od7KQNq3?o%?Cym|KNoX{+68m9)8 zv&kq{T*Il9AUM~6HJ~Q`xG#9*ySYP@EhA4iqVPad+Ap|rE`-u!#MX4gcHBsc*Jqch zn`azs(mzToE2S}M35pMS^2p-{Q%JxAKI?tu0YtT}^f&~8mG>8A54Mb7hskWOlxFlN z2tR&#ZZFOY_{K~vk(^sBJ0IyJJS|u&t{1=H{XolwnT=LLb5$E5kFv#5We7uMA57IM z^I*olU+hG_;FH1iN-r}QT0ecR%eT*7RcwOh_nu%uH3463rGteX&sZS*t`Dp~T5n47 zNVRIp?I}9xJiD7ZL&40MXUMWdmBx(kvcJ5i7kOYH_WE$xa37tJ$o(UMO2b|(Y~9pX zxmJNQzd)5T0JJ);V3oM*r4sQIsgA~;xH5gbvmMpMr=(Wgkyzp19J&K|CMyRb773og zfbJ}8&BeP$cgH2T$r>uS4V<%vy2677;w)gP+vwj7vM!x=C;XWC^5~O2WX6bN@h+Sw`IbnFg8EX_MT^C6>+wubD_+aj#PAeV` zuN7Ox3(IZBoW#02oY@zb+}k~8V%3Q&w}=v!>k-50jOjd2p8!?O^i@E|{3r$G9oD+` z<(ng`I~TaL!VwJt&Gj2MbB*P54p=FfH!TvZQjSb0cf4EChAT(SqkLUtzUD~&SIC1m ze}XMz9-pCGM7!{07iGuW1igwfAUJ9SdV~?QKa_C`3=*wfD z$c&rMyr}vU%t;4`0?ke1?TY!kAG%j+1-PNkORxPN3$;OtvhB|!Ha0%Rz3J%d-y(<7 zfNb{9lkR`1RwfhP&(J{@kozqcIpwyMY$+(?o;|;NVhWYD-C}i!mtih%R)r=tv0Y{y zJ3)oEurR6a#-5A3H&N&0<+y#$n=4fC@oKJ|2dV4v{=CQSU(3yDAacdYUw6#fB+I+V znE0=6n1Iu-j_$m_`Recke%mE@uk*k}InI7=hEgvpTIb`k{&rlMzgnt%0E$~Q|Ir8} z?h#AxGbn7DQfGO2vRIDfIg+$)`dBZ+;)5qafEzewzZdc0)AW1P>x_3AJHWw=uC8)9 z`W`1bdt>Ot02_hGqk6x&)S2I3fk|sFmVbN0Uf5}Jz1cvB+C!;!3fU{W`+%NpnGHT0 zkn;GeN#6EbV)xQmgyhwT;@suQVu#ak62JCyRzP4A!w@fPr=Mby7vukQ5EBlP6o|nSq0WXxmwz7cBE(zxf z=lo=OSqY&Hq5>nT1Tc|TG#{3sXmWD^=N>Lx+RRxfqc-LzM&_@%azV9l=tuo{2XlgwC>6SBG(cf5*2+jvrO4JRrQ+LeHQnMG%r^+%RE4dEu*H+JGyIP(n z^_OZZP&*!qWm6=lm+j>=&4B=&6bv3&s*`Oo=t!pu3;zxZ4J|?YllNqkF9Xv9pD~!6 zi4rb~o|q_}%T9(rw|H4zzsQm;alp`Qi z8b)tStW;Qt18iY`HEJBZj_5*Kj&O5Sw8^7Vl$98#3SBvtx8Io@W*bOlPmmHY#>vZQKQHqGa`FeKocUKr5*T-?=j6ut zD7D5Q5H6g%fT|U+)W&Kq({ffvW6b(v{lqq1?V{%dDN2Q9dTZP^uW$uuDZlF`l8V0N zA17+8usK$^vHSkT#556V8|6+%(&BsaQCg)={*Jl!&N z=vOJTX5au@iOVUuS+Wc?wee4}fi{|dG8X^XZ==pe%W&LK?-*HZ>gH}JB}mmZQ?YjE z*YfNWcTT+g$~hn*=|yr(j=Do&#LD6Hk3}2DSM^nQOrBmPM8KSW6}7qWDf!$uvoc%;CfED$+rW0*%flbRL=DdSRtV0r!ULFORHC*Wd-W#Vz-@+ ze@4-7_GuU3L1PcUGNiwI0in<=rj3mTLSsC$7*bbxBQfr44xRbDKv0SWuzT)|-Zjf) zmJ1SDC+(M&X=Dn^p+DU5NUHU?qja`P3zY??2>9V?&}&@Talkq23T*q3k74RV;OYYJ z`QPQW%aWAa4mTvjHsba}@liq$G|18pjWa#FY(nZ}KtG`bw}d#tum^Yhu3KsCpUN^o zdQ}lTv(hklR&h>lW=aV zAbDG}c#73K*#{Oi@ILoS;FmN!80<{~Mu}M`t5MQ&(@@gn<()}y2$l{3Q#hagBh6p4 zu8`u?@ZaY0P?EV(4vgw7iJ;C)MPd8yg_Cq{4Ju`f06jK&d90JW3b(bML3*M ztf#cCqoRy<#^Eka9Vdg9Wv5dqps$c>s(g^;Q8JX9M%=xbbn+6acmbo@Yys*}7{y;h zX2D!Qk3?BRuD0?if)Zrj5Wfuzd_c(4z|<ZEp93 zGmQ}Z#UMf{mu8bW>63)#Pjx~hop5fW`*jtH<%JFYm|}b6EikpL8=lmp;>3Ccp>cOU zpkB1_a$1HLi{+ek54~yx;chL~x1^%!W1=Tb5 z$4ZyJNXFzIo$U*^2B{{aSBK^?B_JSvN&mV5KwXTR#YwggZ!=2GEo=MA92gl8EDWH< z8rG}jB;>fL{0U#;g25vb#1iSZHv9FW?%c+O_kCFDj_E7eI|x79Gi$te?DCGu(tDyZ z(9&R}bnx@>*{}KR-n00-;V$PWw~TNy5bf$&--BJRJsN?ARn_Zk+8O#483BQ&l%Cec z7MKV(QSa~O;QIPvo#qbPxmM4AmZ)1|hr8+cI1*BnJFIm_kmYScuCA-n#WmR^_6&aD zUtDs;%bSJ@4j*GE64`k`&fnec4m!Mo!sFO-=0Mq9#g!qsZj2Kw)ope0GAOEKR7GX^ zySEREdVU`-H4i>J;eh=eutLiIh$Fkza?xMy8m3Pkk#-%$%($-@9Z9iGSl2?n|=DD z>*E(P9V<|ZT#Ej`hA4$$G|pnobNl;y`wb@6sP)cG*jHSY{}XeSjsj^Wpw?$X5hV(Y z6s1CbPQRWSLKU!pZ|r<;Ixp&Wo@DNVQfof{y`^$r2` z#&6Wvi5C+;uw?W`aD&RnoPAz0d9&Vj#6oF=QsvGXVGQ?MBR5^vNX##u@4ExBJ98{{ zp2*@UUi?`nm(!><#kBp&t5~`Mleua7asd(Mn%qU(+Bd8CKBV2ZQ04J)_7eD!-Z6%; zd3TRcihbZGJZ2>66zdv!V@Z<>mvH*hk9Lv){obT#ZT}X6B&FXYpF?$vxUdmM|CX26wbkdol`P?lEegZb40Ruy?9k5gp_yY(DG4!JsPV1eMpDvX~?uo?r?6!&62durJl;O4tCs!g;Q=yKLar# zV>2$UEhh;U1d!?ms!l&fN-YLQ^tmDVg%$qLRpifexv&Fz&_Zd zMm;~q$!HIn7_HPQ^O+hwn?pdUXA#_mONX=4UERM_*g98J&OOs@fW8|^Rd1E~^K`ewo}J4z z(>>p@U96V&v_|<={FBDi`A|4k;_T1(aCPPHfjovp+tp`32Y2z8~14_36Pr@h>_!T z9UnK%&vlJrjS+CvNcu?qmr)8PFnr%q3#Fbc%lU&7l+|~U1)$Op=+g)g|M?p>?-omC z6ho;=+F?lMgh(R8#l{f=es7NijhB?t5HeJOWzMFkx*|SVFbdwH>r|h82mQz+k_Jxz zQ|5hwU-X{zQC+)K(ow>kd}csLA@FnASY=2eR7@dZ4H2vepn}0oy8exKqj1ltP-TxkZ{^I`azIapM|3!D= zH`xM|Re|>Ve7AVSn6ByJKRG#Xf!oUiNd1kZ{qO?3_`W?$3Lmf~@2O_3rNY?jJxP`?qn54z^6N4^U4 z+lVY%*JpWE$$9K z95rR^8zE*U*I{NI1Rk5yoJOAZ5|lVKu~0g%vBLf_UZ!nQhY?;_j<~l-HisXdpCKfQ z%_Cjh^*s%@$vU1rl-J0r?;7_Xa;?1{x|2p``YcmWtmSvuc$k*N4i>MKs-4IqNzv%M zj?f2hbLNb0ei)xZ#N_$K^u?-XKd{=16)N?cfb%4~$7_5uw=%VdpHqV&pho*8y~uPS z*DPe7?}iq6y?RmQXlL-zq2ik23;JT!SNi7uk8F~tTkU4C#G>6cyD8}l%kcTt5hm4|bXD0pm}jpvcC zg{?`)sW*REre{}B&!NDhBo?V~@iNj8G^`JDFAdx*%V453s6i0!mbQ$_tFF`b5n2fAX^0c zm^CY7q7ne3#F3E}!&Jn}I3M+WaHq6LKKt7zT2rY$cw-HP*mR(;vhdb`?sBJvtfV}% zQF6rabMdfMZH)2V@!pP7uJ2y&0x^ayDN*Z^FH#sBc~?_nt%0a8jXCd+33ZXFI-7}h zc6AYTrd#ySn(VE`(!8-bv1l}Cye$FZM2_S1?BN9XS#1xf+4F=^Z4;ND@*ftd1|R>v zI#o*~vr_8GA>~2g4V|U-KC%So%~bmS_h(7$PY z2-)*{1PnBV6gX8Dh~}MUWIxgpB9Zfi;)R~PFw`xjUL-BiVwi5bT;8Y{2$)El=ezQj$dw`c)zhcoZYWS4F8su}lE?I$FO3kN0mx* z_k}W0efNngu(J@Ip1-I3= zlpN6-BeT(Akg~m-->CwssX#s>OLTD!5jt5v5T(C}rxlphf6(8v1JKiI3{(}7 zZmUrW`0;6y7aSGraXb0+><$MTt=kQ!sG`+#SwYM2;j~ve8U{r1hhLBtPBq$?3tW~t z1)RgE2?mza0s$rL?k)hDDP63k?5Bx_QD4@-0DMNRPnR^CMvFtIPL{?aQDOfMVTjnmf}GQNY822MY_*TrlFkG#w&l|p#ID{!eU{$^G4DH=?pOSum(T)j<4ay z!LvJ_dAvBoTV;7oI#LD8kOOLJ>LEV{J%#(S7j5Q7$<1f?Rjmsspm8m5>grmJ)DT8H z7l++FFY~M*20uf0;-xwyN-ClUt@B_~hCfn%m_OyZDn*_c zX|wenZ1e4e{FuE{xSqbNKbw7I!P#}p;CQL|)U$i#=dX)ik+yf%_JwXSRFsz4x0!NC zD}jA0W#mmpP!M zo!(0#rZ^;FtlgFx07@{|zUXAA9ZYSn_1#VC&0m2gPG|3(e8-Q}7AgzY z!NfloC465wxBn+ZZmW)D@H+qbzw=M;3oZHVHxeJ*)`h>yehv3yQc}0y<^@TH(tr!8 zW`KIajSqBZp4}0TLW|Pj8AN6{^mrgyXVRg$fey-YVyFhwAYHSBJDy|1%iizyr`?n| z@}yAQn;=5J%O0Hd9w=D@)t0&j>6r_0Kk3yPF>x)U11EHi%wI8%-~9In=@`OdsusU^(ZGsvSz8>XXzVmr8L1W+Zb{R&XdTITt}O(Xi%{ z#TjmaTHt8l5krL>?hd5MV1UH5_507sZ@6wd59kqpGu@8hdEskoFZ(jrl0{sO%+eof zDamgtX5oUkup`GDfQ@-Finv^Cq z?3$0`?=8+hTzzD54cg~sY6mR%oEer;dYTFFW2cbdR2Y*J($CFqX)?2N2-zZJdT7>n zY&UwiXLVH&UqPboSxlQ+of`rnu;qGGWd0v5ET@@^Fp{T7mW9jPsZ)+$PJv+p!QE2m zS{v2+IPF8K<|F2NYylgx!eMvFyXxjN7^ke`Ncv)SNXb>u@c3KmI*`x6&cNKb6P&pz zsq6!39%Oi}wdLh)_Rc^X4~3QukfG!^&OG6YBF5G~bk;!%+;|7AO!O!B>rrqeHGzrquk<(a@r|o)%xZ={07|YiR{_qbzrmU$KPI0JD7g zDx8WD6zq5hY>S|@6BHc#%FADFSf}hI{bGVEzk96K6sh52H1N&e^Tsgiv#KR~f}}+K zhn-SegiV6)SNU9g5hbPxs~)Kfys6bsE-|F-4j^4 zc_I%|I}cd=<-)9pWqB!@86{(goAxXgwgBLL-ps+p2D12F$1=y*z&v1|m*Y|M-i&ZJ z!#?}aFX~P2s9QvKD^s5pE8fu0f`(ypPULSePDz>v7R%^BEcpS($&_IeN)Uj@>W!ZFMFi^s6#(D(qjkeG{D6qJ8xt4?8W`OA_hnQ(0wuG13P)Fq+K#UeRKeH(-_vPZx$kTD>CED@YLoB(I{+sSejF$^tBu*=Ji?S#(_+q^kUh;ruJ0fV zS#=g?w;{tV0!exHm7!bIp^ z!V0!v8FJD;oRTFjofyWpUffjae|`+@F+|xlAw+}?htUNryMTPHeNf^ z@DEn&D(qZ&{V(spU|irigx9AS0r#PN+AvmC~VxQxP@5@kRB$W|) z3r4Q&A<_frxybp+lRJ_46&eP4L@rAkmCAyKs3fKPn zh1n8~Adb-E0I9vc@coKx9%kN5Ca`FH8KFYX@Y*zblp*iYi0R{Y3T&!sFON1%&k*!L zcz|+qfbVK6C{Ly=_^xvw@8`aVgq2?@E7x(TYfWjg-0@EOH6mN3H#EkGKp6Xp_>SAC z$;7N%;m)0hH10Z_#AH4hi#s9H_@m8fQpPPqR9M$sMqQiSM^n(o&N1wOz`oN#>48W~ z&y)&_fsWM?yY%+Z-_3{~ehvj6AH|NDV=pw}dAb~P;`~l~%?d`#8W0#rkNJzR1~i)qk3X`V zNX!<&4SyDf5OVi#LPe0JOB5V4?+yO;#d>&7KYjW3?$_|IPOg`uYY(Q2JUg2>ZM3xt z#yObBi$Xk$A}-L5*DqJZ_}1S1`}6fQGhk|x3AJO#tfXmV{aE8UkFpD=SxY<5`33i{ zJo&{`k5#R-j@}0sDn3Giu`QONiKS>Yc2o0!U!-~xp>JBS3>xJdhJ0I>&#T`=tb9Fj zB&ij7R_wPe0d&)H$KW<&Aa#d22ph?%mdQfO;EU3Qlf|&=GEPkuTp~6TpRo_EPV%M5 zrR)TAP>v8Sl0SLKp+1rCnx?-C^wH?krcJC+dBGRXE}a^(#Xj;W35if2hsy}$XXc3k zvT?UImtt(4jmCvP@X(dz&cm2OGp422Z!~$-Fk7li&^u@BhCNfB-%hGEG;F)s-;+4$ zll#emA4*q6P*d_Ul0XD!zV&7|oj#?uDnWqt67?Ou$4jS2QtKb*#8K0?sQ2k zSTCH;tQTY0ic_+FH(!>}Bo;Bm72T5knnAyWo&lrvT85c_2c#DjTgjXV2HM?u+ym2e zCozqpO#@UR&LzqNJHtw~myhs$#&;iL1C?6J1>Qaqg{KK_jI${6^XS}7twI0#Pndvn zm{I(k>9rxnbE2QOJ67mswix3WPmn4JV2){}T-unjl@f!Awux5X?EUv=Pw)1@HB2CF`_HXXe7RfZ z9rmU&EE@!hHk~kYRnJAs5^{2)giILvo3}v{b{|GnFE8)s+AgIWS>|v$&IwzAMwxAs zp_rU6s2t{nc4RS|#xOsG+z9Z2BZ1I;=6AH-HV_CEAfpVP6sx6MNt)7x+_Nx0{#O3J zbb?b!R>!%l=(w}N?ce%D#Z7;mrbV}#rL@EIXOYi5Fu+&>i!74v3zT^}!R6`es;A`r z@i{4$5oasY)(qW~M`ARVm7kLbXdiUbDUAj4y&$|n5m0s$T=spn#HS9080C+~n$3KxoMy&eyr1MH}INz7>>O=oYp=NrLoNH31 zaZhs#ZJihhW!n>{zN!)$N_}BTL+R1GoUOK;c6`+zJoM!0u9zm}t}w&&O^Or@-N}_# z&UXD=7jsjUwk|LE;0x}$aVG#(#l-&fj9e27zEp!T z&S5*2T?(8++#RT=A9}$nA(RDTgj^7db`em&L}BaACqEbddu{Vt>ninK;MwK&^Xp1} zeR3~2jTt`Y+GDXCoCe@H&Yl1M{r=2BJZkm+$m{pNcl$roW{yswIDf@a?Z-QF8NGb} zwOxmc8QE6?N}QFCB%op)CRUcxi9)P-M1*nf;N^|dEK)6zf7RiGoGi4b?0n3&$Gn|#P0k}~z1}{CKYB|-g*(s!<@x|YhZK8;r? zH#yM4%SfKF(wup18>^qqR$MDL0L!0!Z@0L4QSpm4#2&hTZdX)el4YQu83Waaqvs!q zF~}0ksf6iKda4?1FVerexUWGwPE;j2;M5

LuQ1Vy(rBV}|%N~@7)5VJMxi0z7?(U*d`l*HFy5d-_PSr>g}o>R8EVp(q>LUT$WI4`Jw}xDvy)b ze&S=}KA(-?ZjO-#dUN;5Byvq(|9kR`Ok=eBs``;=?=RiS{zBD{qvh7u zjRj8Ia}ms0^a%DPcWT@XuI#0M+dpO{f9FlE?luM|dp87YiE4d*-a51YCC;zIGbI-2 z?qlq~-?X*6Q*wl1$|{o^YSb>^N^zsr|D3ciMJED8qAJ9qK0Vk??e|@b>^h}YTDl{* z$-l6GtwbuMs1cVyq6u1DDAVKZ8H4@Q^JDL#(1Jb(NiMB2|2L=YgZ?wl zW9Cx%ylC&9MZo(h4u;~_o<&+uPNJ`eu%FM?hub^dyv$<<-HoAB&^?r_hWjz@PiD_& zm6gwd(plI*u7OU*S(Wc~pP%*qKEFDB@Xr_UZ!z(YxA(uEwu|2%^q8JvW`i#-e`Tx> ztr2h5iB>lox10cvr{7CR_qhKTl6?MO;)gd+-~2xS0zv)0cV~Y$+v~79dpy-#Tq_b2 z?y^PzVM;l2mmPhJh<}yApQGM(Qdp(nB0*-1v2u$)e*Cx;T13W*&t8cbYjE@~3LIqZ zUTla4G&WVkkf7(-W0FS#IPEk77X*OtvH_G44aTZ!7IGoH1^c?cST0yl64A_Ro}!h@ z+lpTLQqYSVplW!Slp2zh(osDXR-Ec4oLmsVlMR8UvP51_IWB*&3^bt;HpRW5+~MP6 z5orwBU|t1eL@6oumJh5}JsC(!Ly4K8DV8*3Q8;QGM?-+zRLY|0N6X7_cx^4PoHLt{ zYw%^Ezp8kj|5pKxuW<6RcCKG81Pftrt4Ws?1Q1+?>aV|%DiBi#Ar1S(AQ5RhrIP@AbP0*1VU(pp!IF2}L$Uu${ zdmLOZX5-WHsSm(5hFHuvf}$apk-DMnpJRXd%U|~IJG@g=7QV~?GJ`3QB_QBHGnP++ znpq@;V1N}%zLrCD+eR*hhG}C&n>~SVv|+NLfzO5|C{3E&8CyPRG|Iw82txF1PB_f6 z1k%yL434F7FYwXjcy>y->86|fp2vR;LGC_j^zPq@Wa%--UkyWmRuM$6bodCZw|2s* zhQ=5}tQcn&Jv}9cW?MC^EQHDkVZU|W8k&{6OMp8Y1rb7nY)U^Z{QO77r5`JsU)gc6 zosi*DivT@GfOfm{ue@1FWDK;z=V%2r6kx3(c1H6@Z(O&q+X`jjbuZ=n>k7 z7^*f|qX#IWJA%&^T+y8&<3^xj991U%FbNtx4iNORtM>&fz;*?;W-;_26lT>x9sxm_ z$=WL5uLoi(y`x^x5UMI0$f6jU63F{3dycZBCqrZN?z`{)?Qeg(eEG8Pe=lCV=ttwe z3x4gj*W6r$c;JBtRyWx4{=3choyC2rz-k3<$osFe#kK4*cWFEEy5wEy&J%qnLkF+k z$-sc6UUO4$2xv|o#{y$#9W>WIcjuV1Men%K%mQ?p5x6+3-M>UMq-4e`CTX0>1j>ws zgQ?-bOK2LW7FIQ(9cYw#W=?oK5i2jV4qljU?%bW#diOPE&P>n740^~hbjN`&I(rQ( zugj@)A#lCfSQ!>V3MyuZzY3@i zOi+3_rkK%VNTbIvKoK#=p(%O@h~;Z2M;s_Qw!WsM?{-EIkvn@hh_yG6QD-jI#1uXf zG>bW*4PYo}_YnfUZ~%qVXaG_I=f#-P%dclz-@tzQ)1USgs(MyK_#v}liI}XzEU0n? zSoI_#P?Q)`+Km>GV0~dKjt74CYhT$v_0&`T5%=0ZuC4v&+S&^%|NEb{hYmgD1=*vK z^<^(#x8?*)fIw5g7hil40eY)X_JOloxox9{Qbr70RU)tlqSqkcIhLkUTZO7^HC0$8 zIci-^;mE5r8H?MC2{ML0Dpx3hTuOYCT}m!42n=kM_L81PW2P|>QR9oVp7h|FzyyNm(QB)aDVgalG#h$L))1d|jvh$anZnkk z-4zWGRjo~;EYM8h1B$Um0}4JFTgKvw0+5+>ROXRK9=YR=JG@LeB3!U+)5(S?%~J$N;w-+!cfw4W4=+46F;;6nEf^;TOvkdN`C9rTb}) z09Og{;;v`IfGi!&H@~mH{`!?GSFEYOf8`bU{Q2{~=sA1#tiJ{A=V7BngysEr_2p%e zmkMmN0ypIS*Ol%p)f@t3hejuWD_!ekaHY>D(DeD6)5DN`XEkG9&N{~9@NqiP(>O!8 zXk5O8DfT_+v=Zv94iM^wY-fhBZDI!b9AUy;&PPX_EdJJGm zqd8zb+qjo`-ZOOeauE?o3EKK@Z&5RWKQQT(1J|QygiKpDQ{& zzv0~dU9zCibMkX^{{^Ki9oj`PM2U;+XhiAmfT4rhET!lS;3xuBz=g!-2zy0BdANKw$x;oS_JN;Y2C$GNwKDV~^9~<)ef35%GnO|60@3zWty7Y4inA#*p?HbcYVfSXn+ zWP}4*wKa~65yM1JMw>5WW_oCbJskm8B6=Y7l?xPu!F*(`EP^sFiauG-F(sj9cval^ zYS@OfWcUpIwS)mUKnSXFUEer}0zo=lRJ)@<{pGG8Re%9B2JI8WdFiH$NKKk8C=Iii zlgk2*Rn{_QVEI~l5iKr+wv8xo>w2_A_pBB%?%NW*yOh2A05pJ1 z>6xJ&cnbu)s^XwoM7Jc@ooe&a+@4&CKl#Z|{J6zWTogn&WyIF1NfQ&ue5x_N-ks(%>o2#COLH3rPY8_pwiSg#PiX6|x3T%EWKpDs41M+CXm@FhH5pk)g|dYLQL$X;;{!jQ zdQi!XRg!^NUPUXB&uQUQv?|6Ppi|4f5=*&oMn;07=!NFX%v9VA36&QA3S>J zop-$L`U=?hzrOiBbLNcwdG6e~<^6Y?FF1?)Qh_Zhu>JSn&Yx~)js*wEIEr2MP6H>N zE4`jE*#YICaP2!fI66a|6?)CN;e3GL_;PwM)*Seb7Y71I@4u$V0D(Apn2~w0aX>jC zxqxLX1P+E|OgNGW;&Ks=my=VEn41(pL-)JBV0HiU1mY&bxEoowE$)5Ro>l@eM=AsObtEh)5wJZK6>(4or=jOp5nqsiHjb-ULtC1N)&ISe*ElLc7A)T zq>L+(z9%31N17!iP|H_Ra+E$OC2GBLw+EPM^!QLpP0hXLd&PFs-}TSC{N{Q3^4E`_ z|6y(I=C!q_H(r7F{o6kE>GjqlaqboilyDxIJScja_26U{E8rGFYXz&4)T)dj8ACX7 z*Wl(+cS{eje<)Rx3#621u+aBma;8n7Gk%WVrxb&6@ zLP}SYq^v0e_JwAn8TQy?r%8dYUN}R~Hl;&$w&-!d2P`y8>7}Nh&idd&AfdxlmT>g! ztq6K*Vkk5m0?P`>(JbU<>4Pd3nWjveVytb_n35g+xNI3*w@Dgn!y+o9e#=_avE~4tgQSqS>7_>TMg@V=v;^HFPFwCqt`|braqU3Ih zk{1w44ZamLi)U2@!T^FMDY2{qnK39fTnN>WtbxUuBb;_1gp?N4lx<_h$sA2_X<2FT zF_ePl0Nl54pKomaT{{;GM`ogzJ^~fFh*H4HW)sL1Ga8l}GfXtcg`>vd<|{=fj}VkL zt+-smCqv*1$}D#UapIBXXqLTu5GGbc9|(MfV9!S58)1|b(0(>#W(m4A5R^slNOUW7>{xy4 zt`2(5-Q1yps^(;N{v!;;HiKY$xY4^?X<~uGTohTz5dnPI0P$=fgdtyqHMLR@X1sDy zG_&f42`_;dn1T#YiS!b&jn#pd+$BpndPQJwD5C^`Kwzo~z?OrCmnmpv;Vt;S`!@a? zwQ^_4pvsE^R#U*108|Ki-~WF6;~(Gj{wo}0>9;Y|r1Keq_t0qjSFs34Svti++fX2S zE_!+qX+W7`z*kVcSv2?xp)pWNdVx&IJtZ7^I3X|q$dL^LQ-qd`QXmV&M&hEd)HoW_ z6C{NOK_jr?YfA5@&c62Tp8$LLy?F7WC6=r-$$nQbN<>(`|J~wUW|>+l@L?;k{r6u- zgag63;aVnlT@#!MPFl@T<79BjyL~t-T=k9)vl_1&FU{e=n4SUIsYP&-@D;+*O{u4Z zW7ZS3gUE5=oN+?>+>Eaqw^^__uwk!JI>4Pgy&Xd^g$a7V4c(R8ryRfTQ+T>JdChUQ zd+O*+c3itvx$U~G)3{A&ZUNoY^tb`x>#U1*cY!I-`3{Q)gJvbm*R4$yZ$q9F;QRd3 ztDMJd_d5vqGX}y7emCDvPIqlgP>p~@oZc!Rab7CMMF@f(Tkd)d6O~blaByZImK!uc z_Mm9!4MpK%*phKEL_;0i?%ihzW&x7j{S5_TMgsvE$c9p2h8SN;b)&E0V~Q*UaF*J< zYo_mH;g|viguocSonSjj(0b{4StB1os~c9pMF}SY-1*Y9ohTu*$+wKi#pO;w$upbP z_m*l=rYD$R|Ju51{bc=#C!V-x$2}XreE#>VH>f8z-hUrE_L%1%#ud;qDX)ks(2^ZH zcFYInzBLfV68C69kftU(8upR#USMyiFsgXMGz&^`xS-mSm7_p3cA7LLPAL6K!IGo$ z0%tE!MHZBo!ZN1RSn{p@3c?)$4_B7huxI10CSIWIJ>`W4-!jqEz~bDZumo5j5s_!< zdS_`_izu|XG;p$^mpEg3j|cWS92!lya)F5<5RQry?KzK)f8N-d_5>m*N0uHiaCRWT z1THChhl!zC4F?Uf>(M_g_v->bL-iAD%i-#%KJ4*v3hAL)Ut0w?gmD8BH)I;JL_jRY zTogQ3g`1+zjb3QJxz9wV$4+fkpTX9B%a@H@Dn)<;>RJfVP)}=7biLJ7Wa|RTP$DWX zLB=v-$$;K0y;<%8*>Y;ahOqkd$VSop83bRS`9#QWfdCwcGPb5FW`prHB@jRe>d#mp zdU-f-hLJEZaGv%gB(D1{ztjPn_qz z`}5iY96i1wDzA!R$cqb&-Vki}qc%?*?30!wSXVSyhXAMy$~}@UA2{+79jtw2_i~p7 zV@fhTl3-OsqZbzlJwB$iC^2R*yp+)tC?P~QMNp9Pk^+07>3t&VlUu#}5d+NGsDK&* zp%IiZG#@nSOP_(M=t+lCEYZ0*){rS|ImvH$g|b-kr$#?{hO*v=6Jl z%5Y>%>F)1Db(m<=Ki2eCA5KBK_s%u z{?!kmrF{PUdEW(l^Yy(j_vQWf!@kih_Dcmmcm=lq{_CQ4{yQZcN?qV&XHG`}rOR9+ zXr0v#IN8V@9WyVqUbtmX)1 zsfQ^vCS^zNfF;m$63R%{Fop227+J-t<908NV|N@7`b?rFHFBri?A@?vb^BH$y7o)Sxt z3s}B}(o}G4OSW*(=oOPC{y;SAOX-2cX7FjYM_FHLSRmod>OGKnFZPRT|J|asf8BWD zT|2P0_MNr0UrxiDe|htPe>uQiwQ&>FKDTqYi%zET!p;D!}ll7xC&bZb+D@mnkl=zLaC})67c}QUbV@xwiy(pE5cA^`lnXvBZSA{L?=!=;8{^Ws8Ye7DzvDsOhOm*7mk_u?-{$Dpq<-xMfzWJ*2FmIWmO+=YWv%5cmwLr;C=$jde})H+g%OKziD z4iC474juCHYayhg&IngGAR=N&DO@K5dcv(%gGOjg6bmFG$3jp-!wM6XTwt2Ddnq| zEE`iwdh4yXdJ=X`+3>4N#)czff#55tK$e?kWNN6khUpnVa78;v?LAkPC_uV2tQ6lk z_pGiaQMFq%?uND*OJ-d%jiZK!o-cce4D$3*#e@rFvp`r9 zR2v6FUiP6`%=H>#447#QYK{d{plXz|fUjr9zH0LYt0|P88S*HxR3adH1reQ#G@(IY ztn5`!UY3u&q&Vu~n4)wPOG*fY1uavUG^U~lmc3a+Ad+ItmtHK_f+K>!MWfdkXGSBO zTA>HlC6B5pC4xqoV?D3j8E6>NxI9HijI6a+g$8S@xC`Sc3Jq?pm!7*JSUnu~g(shU z(pUUmfsv6i1HGFvKrB+0tX+vX@nmQE)wRBoj6HHXn*e41t z>234mrVqw4=r9io{>Z%+$LWj;KAHI!=1(wblO{nihy^R6RKy1gf`5gtbKbX`%dPh| z*XzTxk?lTfuk~4xUhafN6)|c|=<8kDfqZpI zqJG3hQlcZ`9#2?OO!>odE|$jf>dY*F1_de=}&+16KKDGzIpSeKl}AY?4Q8$3Vi+g z^^Yw7{?)C&%q*Hq26mZ&f5`iz=9P z95D@Huv}YBd|VO&MAAS8jJYN+Gm)eW>I+}^!e>AGSufq$icuaY0F=+RdLhGM?t$Ev zwmQNjhi{3gk+3o*r)i3^u|5z>Kn`Dq4G3jP=3Q#mg4u)pOUtm@if|Yvkf; zhX_pr&b&YEcL^3gVg{HPKr`lDa|z9Wgdx{pdopop%9_f6#T6GcJz@sbM90uTPgx_; z=Ykq#TUv3bJ``r905WC0h#;_1Qowq#6-&1yr-9>ULFu@ZA7#O|v1*D5db}V2M|8zS zQwDle<5W1vXw1p=X&TelYfNfp36qb3snoXX0S1nzu`Q>OXhCgfNS?Aq6tC!H&#v2S z6?lMpQ>n3~tVx1}lT1^#2f2ZSn37~;Wz%1Y_BGJ{{rlZ|+?51`VG7WtahFVn0tA4v z$4jBPwCkkZ&EiM7UMmn5DgF#`qhMBZyV*Qut*IV3g*hwJ+o-|i%a_rnZv}x98gL|v z&`2yFp@9WuUT+o}L-cSXcZrpq=FBQ;L2&_ApLb)eg{C>}iTTE4h_*c7OxY!55;)RG zAAT;-XiRRmF>qqMAqhABW5#@FgghkSQBu zA{Ba8sTs41XF_oicE^=E5mi8}1v2!@Ej1F&rTn<{)Lu&_2`8`ec*WwXJd z<36oopz21$P!l*E5{+MIJlZ673rxg>fKpEmfyasqmkwWvQv7YLLNkk)X9m9%@+swm z4?al2*fv%Q%(CLw9^=BL69G>&k^^x7^#bUWF(seUi?EELQO+q#Ddwg$B$aVf<<Gp@lQ4-wXqa<+jGNdUw z$msFtQV&F;D04>+L1AYe?9c&@2C5i#F8~)ldImCYoN|U>`3;$Ojjt#fTYB3=n4Trd z31u#D;~Hl#xxfGY?|=8Z-@W$QYhHo<J)>g3%)B#n$t3hSeNZ z0+hNDj!U&mmEc#|QIV7>vz3&ps4+G5jiz(0l11MvlL{9dR(z50#jg`nCHL%Vtn#Z` zF0plZbxM*ru)GU9e@*pL?5I`Qi~&O91-|+z8!j=AJPBAjqClQ&PARkH%UJBPVJw-{ z9H9K7#8*j%!;9~seB65c_;Kf~S(@aTL;xU1yeroT=y@rzdde=z>2L~}P~RDpvgM#a zXcdBj%tcn|8*32sJem~|Lsrf;F&Z-$sVQXi4ocCb#*i;d-{Ib~2Sbh+rjIAK!0A{x zCdQEIz#%k1hO&VvA-H7D%D^Q#5UvZ>K*o%5Hs!I(PqrR-;DL{Q>|+K#PXNnM+AXg9 z)2D+r6Yi{zZQ$W&Wo5-b{o&qu&%eB9-+yep0>AB>Z#(kbk$?Nz^qcuMiRhRZbLw^2 zi?-ehqDlg=0dP)RdP3xTOBDzqD{s@j%(BfqqdG=?af}{Y32D{ra|vW9x0=vo$^Mt& zZj+XSN$;NGvK#f9^)l;{Yhweq1G#(3r5gts3SjXe;Yd$eVht$s%c_*pBt!r)uE~v| z*$K#K)CdjSn1q2a(I9gQ4G6zIp9qb4E@G>fF0n|jrwezhEa4`lz#*f`HITqz8nZ$b zEFBvLU^~-P5t+>j0wDznq%6s}Wu+%?y`p4FIP?)9?``7AC!e&?Eu~pbDPRQ|C4eO2 zl31<{FeC>!WnnI-`jopg6_X-z8P1p`*{(4ZJADI}Hrz6|E$01whn3J=m>=f{?$@%x|yg~SUNfEHP6xt7{vT9BBBZMeP zGB4In%PDZa6m9pZ9vVvd<*_EW7K_|0D+6g635Q@TCk=QXs~$ z?O@9TD{9!%Ob*t7BMLl{8(Sbw?GUw2^;4YJ*46+j&MKjgB~@k;W6M|Zq|Yhl>LdkL zRR#n&H5*Sl9Pt8;xq__1BS0qwJ+>{bOj5%ZC1mK^R6QX8A?MDf^`)@?@==-eFH!iR zh)0EP1U>RjZGZEkk^>Q%JhSE0fC7oYrL<(?HmDj9mg;r_LqdE+)MAbOZwiRzE=Kwq z32+k23WtO_8j-hMT@E>0@ya>E>R6vg$#A<72*2r9qK!3HTtK#z%yT3^m?LS{lwfH_ zUf&)AXcoSKMvavLAw%YEm6paVP0Z<#NE$$DmcT$EWhGd98#m3AOadX~&bZ6W^{n!U z8#F7c=fb5~%^pC2IS`i(xONNZsR85&fkJj^AQfgs!NlU)gqoW|<52>s6(d;hzyAH_ zpa1;lK77zFUAp8`GG766O{g%osp^;a-)-MymWd?;yU)Ph-+wC$Dvw)Uuetr*=9;md zf?nyUd?^Tu>YaDq`L1`p%jc#3a#O)kz*TZ;Y!w{Ep~9|E5PE1QF;+H{&{yU3icf|L z7ksrvNg>f|YCFFw2}6TsRYelDi+-BM3Y41PX$Z>M>d~6SN$1S+#^Gs7^PuAV^>FK@ z#>0d2SIrcT!;ZdV6nH0QH4q1`2^|U~N;fq^5^0eizQ~!N=O8xLD2TU$DLF%}M=ad@ zc`2uuP=-&rQ%M~blpa*4HW0J$xuat&pD?Le2))>6pVP0o&_hH1(IeE05dtXr5j$VF z<$@QsB&{!S`ljF;+YAl@5*``$3h5F)6Sm|AJOYorl{HJQHwHfNWk5riueJv$O&D0%ACHQ8t(zRG~inA{nyiu zcT)O3z&U;T^vTmFkDWR8;L3wve)`M(KGxG$OT!V@NcyCruW?sbS8Xb;O~L0yD)6+6 zcy9@~lSBNuYY*5n7Stx>)I*e4Z?6oLsimnGotz`@j$kNVHb0>U68JoF2U8T(IF%5Y zmrR-?;ne6$PRkbuATYV0oFm9^7+Nfv-I4|_8;4oKjSadc-nYd|OdB*+l9I;l}e$0beRN$N`x zd6x#%w9Ptyb4*iXu1~?96bMNr;%{0dgr6<81}<$*=4|aBdr~cu=V-{kDgjyG!lW-D z0yJjMM5Amsl54DJ0(2XCTk(!i73Es;S;;W9n9#HqaBK#cY%`Z79=Qfy!i~95$u+kR zd{miGfJwjY1RNO(a3H&+qi1gIYyfDjFCiTg%I-ux91ol8{rdGzO4uKg`L62~!3#+yX^M<46=`p7)lFe&H|?sQ^i+K~vt( zo;`c}?YAF0cFadNnD8PZwgxV>qM(dJfN;p8Y9JfYLmLOa-~*8mz6|&RVzs+JQFc)Z(N?U~89GwLbyQ2B9nucO84g2XHl}F+ zq2<8GfRGD;lZ#IB)j)EMU!ghU{5vH5NrLx!HH}&dGHg%|nWN#73j{QTF@ykIK9RwY zvK|6816Fj*x^(-rNtlp_qql{ikqAW8Bn1v14rK$$H%7pvi1aWsF>9HCmn8&fYN&!O zIZQ|(yNo0ROEW7@8!wMGEgfi*Y`_J%j2Y{JgxRGYzTU1d3#xtPQk@JRGGWB@BE50r zhWA{*fA-FM?bk;*lsLKnPWsUUC^K7Yd6;VoZ$* z{PY8J3fVfW9h3ojr*=+>9gcGfL$Hk< zPe2^FI3TR9lE@EmrydRP3C)yVP^QFgjd-Dq19Q(UK1txk6pu1snXC(|79wS{4S;uw0VK3i zD3vjoBm$u$A|wIIu*+iMk)wq0JL`F21yisT=mV5?OKfGuXq8!UM2!MXjYo#Uq|YM> zed}f2{b-GqCm+pAw1+X@%(h9uT1seKOQYRohxm_xc&K1vN8y02KwzQ)99#J};ER^wyMa@nR-VZri*fV@5-2W)%&iDRjZXI$ zc@I=({U{4mQ|>It#t1_Y2yo`Puq}Dai(55frkIdp1vY&;98uuZ{p->L0B})2qp$BF zBo`7QfgXu9PrrUT>v>q(-4qnS;=`ke;FDM>TUTNsN5hj$9?L_)8Y8ArV@Q)D!osKT z(yS?se9Fh^*k27Y*-pIYHZC)pfODYP;8+|zDr~@u*SJ&l0HDT^zmWR7HVDC z@~$W6OJd12LhI;~J1&?Pb*mE-vzDwJT1tBfNC6^XiY;XBY=)?k(p$Ng#zc7JAf|9dC5fYvdkM;K_Ir1 z{eTjBl7pej=~2P2bo^Fl^Bcjt-~I06$B!$*Lhz=kKDYF8t4T5%g5^3dWa3=!9<|r99$ethKM;QmLiysLUe;uitUp^tzUMrVYh zMABeNluJ|%Dxs!$k-Z`^pox!1snyk0-w`8^BzNSjFrmXr^+rJI92U*C7EW{c)F=zb zgU6$fJ}PP-wi}yGnQf;=Cn;r^tdP-zC9yzO!~j*c-lIiCO(4u$DGKy8h9uCe7jv1> zmnekkW2FhdU`-j5<0C+WBI3>^TlXIA2Umi4+ZkZ0UQdq3=8;(d4S6m0KRc zf^ylEKzaqUc9Lx2{D#3mlW_UhtewT>#q+$eMp@4bsJ2`^@<@uV_us;_W6eqkj}}5K zIM`-DY(LL|KH?yuCVOPDhrEEi0j@IpvXDD_;EBib&6#CU6a!z6@8vS}EolOg$aV7`RJ)mwK1< z6An!Z=}czZH#+f8Iefh^8*gtq%}5&8ZAD&$&zNJ>}t1({M)W( zb8Siz^l~LR2*8JC;Fg5YEx^`#(V@xEB`Z1_WhR6Mh|!_RFOLA}Q`SbV5Z0^({+5P< zm6AX`q2(~vnCMB`|Hiy90d9&ra=swsB@mbP4`24%gfh1-A=AW=CP~OZ5U}9|f)y7A z@Oe>!6bhwD5|}{N_?2zh6FxNC1|TPH3y zx1-cjCy3M5Yo-G0Rd>9aZ5cfL@WT#JXN^FBgSAO8#Kc&_@#Mw5$&1UTnvDZKn6#QL z5V>tY$E9tiq|1-ENRTwEw{S|(7BYtqANG)d33Gw+hYH{{z>C%`od|ot{IOC}oDML-XbZio=x@@JQ zDp(3_jQom%IjB~)MW;r{oG(2WLgsM}dirD-F%o$L4u^N{C}%D-Q?f_G78>&KnTVYx zHRHS>Lq~2YSPrR!Z;H@>M+#QfqWkn_><}N=0x5y0dIk2{>)YO!Uw+wB>(#4Q_1=8_ z5ZZqi=_AX(f3??FoW*|0z_uCK`}?n=q*ZXLY^p&;Nd-_n2rCHG6dd=y5;PlaynZSX z6@-qSP61;LEHn}z&Sg)(iVX8n_o|S3)hRFZ4JfEf5S$vu{N_|eGH^^l^Sq(@DMawS zS$LNAX{Ue2&>8C3^-gNw!NAu{qjnuUc+es1d3$=LSzq@AXbi^z=R|`k7L`+j2^?)S zWCLwNg90an?{M)0+B0X)c$goB&e7uue{F60Hxuv_GFY5LU~V8B_;PC?BCsV^Ecj?n zTVG1T5eOk2WX2&Y+mID=hFJMpO43|HrYz_5>3Hh!ZR4Rshk7Lsfm}W*YcwHrnH3#? z#t8vRpymvvUrtO>wS{Qrh%bIEia{=d(zDXA zWdfW6SP~ov4d4?(&ULp;5`g3$L2Yj@R(c<**jH{niKW8?H;FaCP`c>Yx}Kcn-xP4} zBv5_8kO?()gX=E!6qs*rtl|TKN%(}ET4KnQ@n#5+Py7} zRD^HJuJC=wz4zYhFI>C=+s4RKhGP~8TN^l7^%DX|W8JMCFEl9_+pdsFWLQ2WwzQ?_%z2DwG&OA?~g`c?oj;Z&ok2SuM#9`hw$NfQDELgSWRyfg_7 zaIiIzUPYs~UVdda0nvmZm8t2$O3}3cQVKs(5L#LXU#9)07qUSIuqiMy^7t5|s!8B|=|)(9=;i zl|GvKYI2U$C<+RK0f~>ls+=yBGL5ZSR$e!p9UdD%(NQtZz>XEjt7~Mf}n%9K*=`{EKDxMtKS^nxH)9$myM|FN|e2smW9ixmkD!o zGB11s%^3>HETOUtRPL}dX&I2gv_Iltb1U~ zH3WAe69dSa05y_48VFG4xnoPHk%$XtR=nfM#0IclB~w}qxTa}VER^ZMF~)}@Q>DU^ zSrp2AX_NameisKE?H+YR5qc6n^hVIPmUCh9e%O zLUc?h*nxVOB;{66^oxa+sroT+NmE)tl^g@YT{R|I)#n;QUUq=u5j`7*A(HJG@wzmn zK_JvqlPF`2f~Wn@eeQG0n&0m!AZ$fSU!sg9(>9yd@dw|3{{NnT=EY~8|KamkSv%%d zUt+^CCfBpI2l%Z)kYQ7N;m;5OV{!w^rpA7=5G1B37$aZ`&ct2?SeHFxwRp1&2Hr1~EZf@l<0q1@>Ft z`j*q}gCG3h=Cg9kc>n(W{)mY(k9=VT4LDy2@SAseK$4gEmtp$US|Ab#Vw6=)IHF@) z8j&|Et`s~8cu4TC^!tIU<{jLT=gGm6(WIl%x1h|046x+}$dRaRDpS_0)U|LDs6ZKG zMF9tF(Wqf-AHpvXxe|^{y5u4`zd%@J4hM*B%r-Q=RNw%U3AylHV(6iW1jC?!h}R{} z$Quxr5WW4(sjf(}+1dJ&^Qh?V7_CiV^svs`D+BUZ-v2UU-N&>*`+5&|_rvDKS3 zWxyAndN_1wa>pqJntBpy$#JvCN)(BNSSGVxl~-Q*$xnVVz7}bpFYmv* ze7{-LmkjKbfxW-~Dim5psoJ7es5A8{gL+b7RB8y-CA|WrHLF&rB$`Wx%8QyqN9|G{ zSXDF4Dn5z~LzPNXC=_$G9RXGqe>f@UK>({XF-K;7ecgMm!s4v-kmglanbJIp z=pC}&iydcvMeH4igo5ufPR-4C#4c4ZQ#2iOUUL|FelYgf=845Y&?}E@2wW@zK|qZa z4gzRE@QS+S?C$a%?|6rY9MA2dW+h&M2tnTT!hs_e0}_!M(4i?VoE^UYDAGT~y;ZaYsa6loWC%2%I0}8Q}sUhGK2~D1X*ajSF%sV0p(GU)y%+t3JB;ku4CLFMq zh8I)Dnmtn*DX@hQG5qQ4A&ZxeUI+}al8P=#d`vMtoPB5dm%v?`(i@Z59>$Q7WCb4} zL&zk76T*Z~t<5hF79xGK8ht@wA}1K8fIPWo&x^@N#;nYez$wFx_2k`9 zG}>d#-H$e{Sp%4KT1Pq&w)dEe zOL7RQxugc)rA6dAV!3t+HV|G+ku&GQvXZdX$||VB2W7Tw8(@-m`h>i+LnPcvVIqMV z*btyW5HEL>HB-ElK+A!xDUwJQIDJ+E@gqZsQ?tLmw4sb z1_MRm>p%GV``6w-{tIGe^n z?O<*{;GoT$Xdwttl=903Wqz}gG*!hh)R#xua))F)jWS1UnV5w@Visp15JEth zNxP1MMj@)?)`+2-RF<&fmr&0TY^GEfYY&L zvXN72ww#o9FQDYpewQ|$DV!OG$qRQlz(EEp%29RM27p;(ZjBgPXj9ycRil6&9BlRc zmH|C|;8U{ZQXr7B$HYJns*NF7+gN~UvZ4SM0!fh?^UFle^`!_63S6_bN#KArK%?a_ z>r&Ey7zj-)aV}~6x<}}{gi{T-(;$Q#f13}3U#c(x*D zNsPf7NFy3n3gD2?=TTv|6FlkJw}@e)62=e#;UJ^;!u!WR{_(ZfUb}YfnpfbfSFbYn zQtbWLd-U@C?@n(o%iNNIy=CAZ^8TyTsD5r|cfDI%1yf9_SH{W?xq*JFCUa9lRU}2M z%c=@Z#Z56GtY#XhD^WK%Uz2I_-DA$^%4xXa)+YB;ezCQsgVSE(sAs z1_6<}^kV3HWdF$zOzyhtF8`)SUojs&dKA8bDP3x~{8UsKGB=iIbz5#JXlkrX8VDaI z!iZ_!zl6gP4iu0njRvKNz7}k(T=J+X)J$Yp&b>>5;)O@T0+df6;?n467zb+5j13?# zbh0?J;LtS11S}WwKmjI_jZw9xkUJfkHRS~HP~rX8@ewf~1;RE29!Vf$Yd1;-b3A#Z zfK0IvW=q16oWQ4`Su)45g!8UvizG@6?>T+#0Xdr>%}LS^!7E?ox|k)Rh-}TIAIy9^WQIY?03c{S5-<6SLsp$ z17vUKH+cTGWo&y&IE=qy=FiJv%EE=!85*-k7SosiW6$9>6iai#@Ir+lww z`6(I?*~UQfr$k8k38ow_kFzGGOq}z-cXVIltD5R&H{J{G5%2WUO8dQh*yQ++oLzgi z)7#7-bgj=VgG zu;5RU^l0+ZXOuSPrKAgQP9>wP7`Ivk6+C-nJ~{t~%iC56Ic^bg7cX=+lcxTV{d9GK`M$dcJ;s{f_7im7;mH3PDo}Xm%MXiMg5}k{xO1- zlCri8f0(@H7S3aPre69=b^bv3LEgidKibJJY^z_q3A&V18Zj_q|Mxj4)-RrqH$CRT zcB2eXzZGuj-lRAzX5nREE$g4|?K5($Of##h&!ESnwLN)(ysSmgp*0my zPIbFKoiU?uNJnxVGt`lfVd;4-zBD^RC-l2&Y{X0Pj~-SSy{NMDa5^FEGk2!iuY6K~ z(<|ZcsKVL)`5Z#JBstA=Rb=R7nd@E0>$)9i8l7_ly`{-juA~|PFWu7uh-OGpnnGtc zz~r7$@64`2O2is$jv$TGU*18TFGE@~&P#Rv7-0m|e4B^wk{pCy|MBtfo5#NW`61u0 z{~mpa+76Q9?ezWmqyFY5s@YPMX_@0cd(u-;Pn`^fM*&+xG(O(WJSs(!hL270oIOJ1 z!HG-|Aw%K?)0YMO3#vr=9Gu#ff!dnhMvp7coeHn6D+`UEYVfNSDDqpBBho6}SQ^ce ze@CCn3Nhc3M27`bt5j#?S%{oAhp2ob`ekDwi8@f%yZjW>Zb}x?)_dT5bR00l5M3;Y zFsj+xRJU_fizB3zM^hnXd*g2Kjsu)UdD$3P-`LgjYbCds9%ky(is(TniFgP?vNvga zSL{B03K;hgwdX(JP(I>Hw85NPiD5qlOco7jHjQsZc-oeRg;# z2yoChlB{H~Q1RdTJR>gFr5ZZuBshU@%!YLfY?Bh=%M;PD;+5QJZzV44MEmOIv>Fq` zaPo&dEPSjM!`RrsH&o4q9zxC4ny7}{KZaP^A3)xpcw~Zj>{i*^;K##tsq4Y)B=#*)G zuo{7uhb+Q}td~MJyTFsQ-4aa<8z$nu0P97Q){SdemJr;BJHs9UouOxMpvhXN4dq%x z*%n7%eJAO^Z~U3c?>1F=p7UvZcaR zy7-qN%_^ZxW>-BT&qh4${SBTR1h0xd0l#RM7K1j-VoKs=n3SZULTqIGKD797hr91N z!)auB@1Os9zqEk^W{(B-KL>x;-5_BLa=4`W(a}3N_*Yl&FzzGOn*Ss+2EU`#tC!ZPcT#q53hQjzRmhQ>XDX%r->*d-T$a zfsw|eUl8BgUN@hs>WpMB zj}RsTbxxKdQZxrb5k6}~2W2H2fnR#I1$@I0F9OVdkL}<`>FGd(#{As9`tn8W7g*TM z#{HPZ%A$sQUv}3&Vv){DozE%JQ&*EYfC)4blYysdm_yJR< zx+b)>B^p#ioMh5V#I0?wTn3a!@V!55xbH1nJj)YE!a2jWhFEB^L)ZBa!RYkX-p|wu&e?ShWEbL-v^Ecl+`;;LAwh!ZTCQv zhgC*}DcVC&#+fB@IaF_AZlNZVnXD!LBm?fJieuB?z0+YLYTgFtoK^Bg;@v+DX@eQf zsgZFM9V?5yYs%$O#{E+&l&-7JgSOZoS)hWpv&ngh^EFb`B1*n-mIe!nECagf!|jG* z1wV;2B ze|qM`tCm%9IJsp+SEf7)`xXbH2qapga4BZHjK{Ekc=6xGO{!8%Vnr;$l6smId?jF~2d zHcxyx1V-{w6?)*wNx@KxaT=7??{<_kERV|et;~6_Oe8pD#MYodxN9VprXI1`%gr)^ z(wX)7{#?<xXOsXbc>>dfbzf+C>XA337 zjamKH?en7`67}z~3QRpz)>K-XujiR6KRGgHd`} zH|RYE_A643W13=E#Yb=6k9Px+-|M&Cbi<=)G{(k;3 z@+Iuw(QChd{4MS4DbKG;wj#uEaP7eBXU+V$VM*?P!;(T*ni-$|!TgtNAJnHRvcjb= zw}*!~8x~vm)ojJv=a0^fir;{1F;N}~66tk^MOZwJz~_<1cBZry-4HF3JiDqQ1h#5Z zHHuV976jjkw)w>4f?UKuEW4h6`}e9+us7I<@zWUFq~Kq&68YMn94!PEMm$!wwtu$y z9vo1=N@0I+GI^cUFsJj)>iDUKSs;SINaebRl9VMl(xEt$#A}L^i(m>8s)Ql)%N<@s zJo2bT^Hxd-)5GWv1un5fL~VK$8cs=>`*TwMobBfN%F=j5%DhP{i*y&!1(#YQLp#QX zwcPphw8_$cN4UW(#$kS64+Avc0!~N76l9DzD@yi?=|&p|6kI*Zo5~K-A(nRQj1HcQ zjApvNS&-B6hEMBSG~s#Zf*$WS+D%%h9FYf$QL}iW9|0iVQ1)z$K>TRGJTfggh1z41zT?lSf>ZQda`HZ%=a;uXy#D~G zyfux+05vgO#6AM1sEdfvUK=DP90!7Qgi$Rbl&*%A#z$lK z9?~YM3Ew?wXd-l-%mFcNl#G_vO|XilPQ@p1)dFeCS)%;R`~5v4NC$rM6s_25=bCIw zMkYSc&(Yg&=ILjrOgVr3p)cgyuQknqFW}GOABh59f@07BIrv4pS1!R`UX!jfccAok zR5Gt_x?5ko_XeXR^}O)*O~Xq0_RPo)-1C(XSNO=jxqk**=*IHMuhWfA+P7bV{)HcZ zU^~i6d$=x9^@@O{{Fn*EsnPFb<#Qlm_DI-CC|1?eQ73*ETJAeq*&nFAT;^veQmOTQ z^&ZC4lmqp6Qb9j7QG{y52KAUAmGLt9p`I2pImzgdKd1Hk)HoxksGmlq5hvTzK#Ihd zAe}wiwSH^|pTzGgrVEc;Ek^cWEaM7>6wN znLSq&k_Dv65M+A^;B1>m5+_yg+^xxI-RmLdBs#ia*bG$dq4_KxHXp5R@?}MLfSa#$ zD_x-t?GOw{=$R1z>i)bGcJ>{9`T?uO#o(aYb}|i!K?$SppYi;2DxH}-b6qU^okL%4 zm8UKua(znf z(FU>Rg{zsM3q`Wk+77zODjU#9&D1pKlAc<}t7kw{D4>xpfy3=Su4a4sA8GgP%`em^ zO-gf|UEK^?*f0)Cj%2wvfu(kBaLZ+!>HkvOIO&PJG|-PPWU_Sny`wx$BRx@HT*MO> zVH53+M-pH-ZSqe!N%a+#9G!)^x%}{P5??{kCa%6RtNb&d-|t}ismuyB?Lf3G_v#2E zr?7lop)kIv3YU2FhsG)$Wsdo@G3+|my=^(p*@*{2>#*Tuxwe@^QTyKGU-sVsp3i~b zAAfY{`FHns>BGOUCx7{jM+XmaC3BZYlM-Dn4i^6t`u#VaJ!`IE^YM_<5viW3k{-c* zVLhgK_iCx>dkjMOjoapA|6#=m`Ii%V9pu3u)l&oRhd+D zV}HGp)w)9zWFC&&h}tD-{*I3Mq(uWj@`t?91lxEJ1Hc%@1eFosPR2|e)Y2T@2|X3Y zj)N`T#qpvd@L7aZ>}YO=q|7dV(o~XBJZso&yyg@~#T9^9RBg_%tfX{`{I^YY6{3S- z{c4|h!a2HJ3{KK`v)cQYzSCw*Z%R^eKP%*g+=2DZw?-AgmwH`FnJh^Kbp%6 z35obUFc!)u8(;zn@Yf4+jMhFnk?S9PnG$&a-`RBcX!A3M4;ZFL5d6csXn}N_L7AB! zL8RtX939>p*7abUc$&P|ruK=9b4!zu`GuT$0TF+qFPISl1^|b9BZXF>ve-lwg&21> zh{E~_5*A%=6!DRTN*`VsO-e@Dj9!c3(BFM=c4C4Lnqku{jGm|dGU5N=-;24-f;WXpr1THZ&J!X zoWJF$_!#W6%4pCqB0)+A1)#lSwk5VIUXq#esAQ?B$+b*vaf53+@bvxq8DbtiXL_Wp zsEMxf>mMS^5>la^sAg(8w`7_>*9?;;V1GunY~8JLwZ&9t{pXE9dwI00|cfkUmy zq;J`&>OMa{O`0WewgDm7`NQyfW{=IIUe!F0g(cg3H=L4t;W@ zTVJ#uz-59+GrmEAhNRv-BwF{mp-5TNl9PD-GTDd1^v} z=D8CfQi6!!0+i^@r$`u6>950Qov*H(!9fQV$KS6SDaqUYIl4S@_M2-J)#8IP^pYfu zz0Yvr{&XE%2bzRTi0H$eGFg&rGE9hHXHK}6?e#bcXZ#MaY1zE7gmUrybS1}UuQ`1X zv?nu|a{nUM_g!S+_!|)qx+Z#eZD}IPa;bFAz?!oFL6IghI%wD~F)dFhjKIC7fi}u+ z9ZLtXwo&2b?{tYKum_K$-ff)e?(JmT|DCY^yScN((EIo0hoyJ6%{(r(^)GRm6Wg9? z;c;A4H}n5hwmj>#@VfHOZ}f`lFNeyk*St(~I|v zS)urwIIHpER;7TtUaL`ZVvTyfpwCrJF`3qy=Jt-FBaj26UX%ixoUdUpmQ%e!sc z&05w40=iHkVOQiIFNeQ7P~bo4dkkn`9QMS^$ZXVj)ybx6vix3H-os{{<)Qz&-0*yr zqaF!R6=oyBGPLiq$zpq`dmbsNyi-9CLES)?8+b%#x^xH3Bgd zX#j1w@L?N4bK)Ar_%G+M6Wy}&59T%XsjOyOaw8LHggJb^%HASjO#Uu<)4DK(c6L*t z&+XM@NoeDIQKF=f;$*?&_loLCiKef~`Y-;A*(lLI(U$%7Wgj)q`At@d<&(6~haJY` z5fH{MD~Ivef&b|vQg>=BHHbGIPjd~Ln%V`%A=L2rinuDvC-XS@TCAVnmawx0Z(v7+ z&W4kId@~U(xPUolNifhZC%x4q{6Z8`L;T8K-@J;$-8Sg)a6Wx2qBh#f*~2ZjrHX&B zs(rpT&tq4~pITnQrhEm*a^|&%Advn3)sAI*L=Vkb@YNzDR9#&9BI2GtCbwZ1$|L5V zbu_S&6e7Fh$t|_|t&cB0;e4b*61AHi=-x+ikVM&#xL9hI$b+-k0}rrw-)Eu?#mJ_iWDg}hLHGY zBOKB@x;iKFQ_0u&b6pGU{ZA_0=Tss^ND#+xXsUF5BQKXHb!!e~|r z^_Pe^(=(qw1xvDmZ=l6v(0WMT6;0uwbel~g{~3mEtf6?$cL#)$m|tt0(3 z=I#y!Jk5)i(~1yNuE~@BWF*)`nefg2(9QOY6XfO5DKH(?#DB;{PuHWTnjgPQivlKXahf9`t-05UA?e0Gj zu9o}sFb142HM4IDyYHmz=F{eHs(x)jTdf$ES5iN1ibC_*6VPRcL@e40>*@Jn-ldqsJpI6#O#(9PI&N7S`O=%Zoiaj9^R1&n5o0r|To&M_U zKA}ZPnG%(>%W96C z>T@Y`x9g~41f@iP35=s%WMd*l*Tlwy@>H<0FQ4 zZzD#{mkcMseh-8me&dXo2#IRh;Hdp`!p(`mr-R_=oMi$~qBh>#sB#V>mG6A~OSV&6 zncFK#KAD=vxrfY7KFwZ-HlOB8w`kiPr54uiBcRqMSDwD+q0MN9#%5Q}$eWlBLlNe3 zFM8*5V^F;n?+r!Dj09XLgGbIad&cf}e?o=5Z1~==!nfe_H-UBEuD5>_JmFfMWb3SQ zXEDlmg*BCm`hwFrNJ z@qHcENMhH5V5dp#AaZ%zfi&9cqXqdwjbaO!|0NN&!Gj{TX$3(sX`I1HV4w|0a#j~w zS>a9+_-?wdv#cr(Z?In!jx!lO>kyEsr3e@j(Cb~Fkpc0hMiJ4+-Zz|4eD9q zb0o^g} zJ0-h9Rk^>5#ps6Cr~ynLu$>Hc-jW>N;Ye+gKniN;_7vNYS!Z~hjrLN1Q;s)Aqy@Nd zZL&>4s-5Zxc>9esu=gRZjHY`oS(Bzk*?sb0V%3eMZIS3<=UhY%PG{;8j|nl!zo>*_ zbHqD!U4P%{@d7u{@d8rPpALO<9=N@@vC^fSt8M4 z`n%@2Pe8WMiyy5L#x$rc8N(w>Ig{N-QauX%G?+|Lb1EHLGPi>O{Kz3juk6DLt8oYi zQC*atiAgd>R;A&t5E>d*_m^3yPU-xTtaj34EwlTRM@>!5+OwYRf(I|wChEU^y83%G z2kvC3xxT)(d)`y7Z1_M?3IB){5aZx(ifOP2sZjrab=RSDVTWfthqSML* z4bxn*UQ*C$eO{KvXg3_{ym2crUruOyEE1Z+XDyG|bSCQ%i$r8_DiXa_zdiEOcGDU? zRCOj#;y=zrW9%?*?M?UUt1%oR4j^vc98xdpqRa{ReOywt}){o#gXo}oDxo+9Qp>!WQC4cZs$pcR;{5(X-Bl`UKI+-BE-dXbH1GYk-)oEEvH_LfBk84CTW&fNDR z9=^Rp@sIGcShlRiDXO<;vRUdFz44~9a@v1ix$+Pdc_N(UafKq_O^rp>&w_gI1Iq%}*Gc+;)}r4a5J8EQb~kz{(c% z&atA_;u?DP$PlEz7A3pC`{=7)r7#mOTe2A{xEaAat2a*K>g*0bzTPS&c>lfz11bhB z0&~qIhr0xJFCt!A4S}AeD_vl@NT^uOG*6<6BT^Q>j!T&XUKs)e8fd%10V|IfCj{jX zu;s&phB*_IyQgxYc2d4UcDa|Fzeg?*-%LJ|@s}(W(~()sn7E&SZaP=HK`>8oN;PT* zwK%{1u9&dmHG@BF(&P6yF#_YVx{Hy=ojdON9_5TG^S5OW2SATma>Qg@h3Sbne>Q2- zVXBIK-V#g>d3mbgL#LaHH0i(R;HD&yb#m<+bYVYDdT}2*`#KxzMw^0(yTNv>1a zs=<@xO${wTmIT5d37o;`5oiy}xkCA)$3*|gzP?6m3QXXS-(PM6eYR;KEEaQ}G#u1< zdHQZ4pdw9dOc32q_!sA`y2||+HsZa%PCoj)@55yRSN6zGQt+*R0tW{XOwGe#Jc4U2 zNnk62El|Z1ahqWOd*D|+j_CcJ==t@bS$$8Qs?}W9>5G3S7O#g`qzNg-dUM)81bkzm`C1u|Ns;<8DAU8>kDR>;1Om4seT zKE48ACSZ<0MsZfuV_k|_($1(1T`zyK5vJ4@+*b^gTlXj!?e_lJ%urEa;qb3EHPG&Z z!IjD57iUN8FBY}Wdj$Q!jGkK!mje)CV z@e+C_`G@XKa~%agUF2T$O~0{nhE|Th9@=!TslyPbRyg7S1m@q6P|cA zvju52v?2g4<2Mbf_EHUR&8UB&GX*9H(F&A`yz#WtlffKns&9bgOK>T#0?s<_=M0-*hvd+T)s>^+LIs0NnfrKt`^b!A z5nM$dZ82W7+2|b-vo+h#8!B0^PQLiyyPx(t0C4fRyBYotwHO=K`uv&gh1&hTT}*Fd zENzoNDT&!Hx{ux5qP8JqX{D1ylg9Y^$F5MS*^<-UIU5ho%zH;iDDXnd_GNU~av zER){E>t|7K^JG23vBwVdG%2#NJ}6?qN|`c6)mXR2d`@bVReNXcXQM@|uzh!-cNQ;-cdBT^ztg(>0osZ!vqbvbga>y4mvBB_fQ2>s1I8&Osoa8CQkd zAZ`3zyn3*<8uY3saE|4}XuKiXdA>%>eq6K?hvwup+AFP*MYix2N+i4%4h_pxg)xrj zXsEnX-c63P>b>GVykCjEoy$&gF+f2BFq!y}sHR0HjAj34v=7g2o)vH3fe`r0C`!OZRwM~Oj(MeG=kMG~JTuo= zz1G%SZK!`hPli$A+luZfjX&pD5$ zmOOOIxmo0&U^f)#(X`6i!`nvT1{aX$W+j~;CV@A{cv+2o)M!}m6w6W z&eFVvsMB=x^RwfWV8!frwY5Rgi@!&~O8+T>=Lz;#xS8JI=HBtg=ZfbZy;L_xn)PD^ zkv*@fC$Tl}k%LRJ1NJJWaz;=nVIxHd&EPm<#Wdf{!UL=}nkpA=w!kBGI}I7OIn;B% z4gI_Qwa8(;;T|T{O1ub<>~_RR<{$fS315eJ&G24mdsyvqh?fI?d^rjv#=B%KrP52m zZFsYtp*AqQ{2alYygWw!rPf*f{con$0(yA!f^3uGh})S4!m1k#XGr7*h)Pq7t{p;-otz$*9pmdaA z==X=bS!12T{CAVV%4UNVHcSnzuQtwhReYOwlRRpP4K}mjgiL??AV>6w00MUfbP!EoljCD8Lv!jC z2`vd`Tu&f3tmJgh@~a^?+dEPh)Q2HCnt@=yY4xNhsrsU8;Wh0vDG zBtl+k-zh`FDZUTlBFXK|3SWDijXE5XGxhw7#@OiYM$%>{5LXV5JR_I?&BW(*K8+mA z;^t>UWY!6gv84UFnrt7@NlH@oS;WMUra%V5;u5&@AC2I>^;DU!t%% zad3_27-)=-;Bipr)N7A8z3u)xQRG!hx@akkE8yYR#qf%>Wjs>OsOuwjjSyoUK=F$S z8?z-TKCm{VwJv+Y)c$ZgJ~_71>djn%rz|nLcGp`Xd}k=1x1jcFq>|IY>tBFcq-YPN z#wZz}KM62>n~fhseB!C_O-A#p51ht%S|I#OrMr>0q=Qoyl|8XraDODZvjGPqRFoOC zf8-wD$o~kE2Mab5;wQ&{0ZXLZ@2hyp&APFUhbEL&t%9cIULZ7q2<}u;B9Hs=K&UGV z1yIU4X6CB)meYN&>tSwROD%3TjG)klN8}sBMhdkW{DtHKLKi;ZP%U6OGqBr{dWJSj z(6NtyoZ#h|Z5ERqVN~336XJJyL_-U%-GjnV6y86#5hYqxQm74-GRldn&3xg3&eBLB z4cEq9`3&KaNX>u!UczyoDZNF6oZT_6C{x~ifuA{*xqZVnMw>JBnU(_GV{M^lksV<2 z@Z{|&S}_{0t|b+IlM^XqIjVdN9SHoL&Tqm^>!b7D1ush6QXcZbH4)TfHc9>Ra7vM_@7+Z2}hSa#&(s}nl}t&p&zYXBj7m(*1B7SSKMxh zoK91uUIPz@sJt^}p010_$7CWT{r=e+8*jg1#FGop@#R|YU6d()DGe2eYorUTrdE~+ zn6H#TGk16I1+JBYIV@U)WHB2J zu1>XTm4j=nD8s@95FA;Zs>7s;i<_8{%RHwyhIQ9m_@8g8Q~TzfqFQkfyjx#H5FGd6 z&$hRx4*vP+7by-tgzIYPx>`Qoo3V>zMP0q|QxZECUuLePr8HMv6GzhnuqA@b#M`kP z2gX2vpD_k;|C5HgvBbf;dqkThcG&o5CJ36o{$}ZAOQ5#zH%?CU$NPFQQ9BmYl$6fN zLCPtmd6Q~u`)524LV$|{?yni1OQ|S=OhRO}OJ|uX9LxNY7*S-9Gno4LIFla^+<)oIDs#E1uDQ7%jPw`-Tj^$yHHYHm^O> zM0$n-RGx^}in`$R<=%$aKS`Zkf9*fkI!b{pa(y={V(lEm!%~h9;2tPir{$T#1Dmg? zG&g!vySI=a$t3e-I~LT&$Axt`p9+L>(k2fsos(sCt_}%_iFU3>QwfnpmY9|}GoN{8 zak&us%v`F{PDUqEaC|`X*gQFtB7+dIgb_^=oq_gMeXP9Qc?-4pQQm!qDIa>D&Q?&T z8miR}P3McCa`Hn21FANtDFLl`wpk?R1tZ#Pejs3E76x*uG2vRODi@?iovC>m+#X&3ki`vYjiXtlJx;^r*`UkP#C#-*0ytUJ6vl|mXE~OJ=&N+ zZXo*DtquG#!j#j*gdY&+Fc^`GaAKuJH1!55%EdLiC@Mb@L}~`Ihtu{J&JsHHWus9Z ziLZ%<(K9pzOo|QN$V~g@TLjlD!#mc8kCno*HcXEwHPn{K4ss zQm*Dw^2)o@&z|9nkL!9qgueK&^z=H$FWN~M#uO`p$-cDUF)&UL zkX5Y|dEp)vd0`foX9W~q`icGT!O;}`W#KQqENU4Rh(EOrPM#3XKj+WlfC{|Prvmu) z8hE_&dOIIdeLf*{>e{<}eQ|WqBJ*w4r^|aHOJwbZC#(k;s(kbC-){}i)3u&8#h#lG zn7{PT1%{4Mxmy*_ri>0kU1dAjQZ?(S3n?|{8W#ak9WTu~r*{^dOivRfnk|IV_Fz_( zmY>QAi40kfzl)h^`w{219VLqUjV=4=%>+Ca$d;hhg`V8X&;UVV;ArxGf(MdzA!TlO zSxu^%8V(#!hJqfMyS$LVdUiz#fmtHLR#1K&q4_sSa~Bs)dnDIjh%CgRNSmZ^Gl&s2 zMouY(hPpP55K(sGd2!k_(Fmm`Yh?=ysWc%bTNWuIHDa}8e%0AZmL0oD_g%+(32w;B z7>zHda-!Lx_F=LEL-zMH1WKy+YP3@ec#}-kHZg|Bn8t`RMc$gWIC0eWV`wyI^?SfUosSj2TMsUZ z5ccLwE}ks7$-ND$5?6cmVnA*??BS{MSW5_1Dxqq{>POEYfoL{>qLqm}DXvFe;t*Dz zCQM1-^_phI-9^AcRcO2{Iw@j5u|)Hs^Z0_MB-d^%0}nj=U<{&kg@OZocB3c(mf}b= zgpZp$#c(Q*73`k&rE%|>Btd1`&pgi&!Uzm9boIKK{U6x~)d3gg75nq$2~lNM#t9?N z@45bdq@&~R!(@){(%5rUBxe{+?oIP(swPVLonyFoE;M#BBMUnkBL!fJAmV|z=w=Tj zZG~x##@GN64xLtu`Xc8s@g`R_1CoI3ci5FsL^~r?aFQ>1AllAL6EC8U@L=^_qM7gMP9Gs_zhYU5=F&vQGW=^=3|dcEl-mj#%m>L`A`a*@&6T zepSJFk0FpRFMLknjp|evG5>33mXdBpf|iZMH={ACZDR<$>2yVct}NC>asp-=9(!b) zW{>3OjKm+pqwkjNdMY6H`gdGifIO`ea@oCiUXnZ8Vv+ z_n+$l{qj+Bw&6E`LbO8EclRA0G7cs>3MrNQjd|Z+&l~8rRrwz`=I5%}Kw4kuphwm! zL+GtKhnx!QZz*!L>++hx7QOJvATtehLt`Q@-^b-f9>@KHT@1nB1VYJ)kqe97z*-1^ zyWyM#DIerm$v{MjJ)aH0(KP;+_wk;l8%O=QWl{=-^cF+oigfNAl*j5jcOhjr=PG=? z{MaX9Ii804JZ10wz%)OVnE5<;U?x|f$_wmO&gWo0enR9V5G&?f-;YKV)|OJNYncpc zTFpq8`eM18KH_)F*Vmn?+T*Fv7OxAaRpO+8g#s| zUvn>jhPTIc3p$-srVB()EL9!WncqnmhqX!&g23A+P&lJ*-D~o~5#qv;rAk*2Z;xfC zb20^sa_(@XXnpa#X@FhvKGS8fu)JItyhq2av4iW^r|lux(QsShC2STX&E#)<{`77u?9LOHc>$N2`uSq?0>Om4KbI zV<4^q$d*oI@&3j_DT484>^hjq-wHX<$&9*BE~2w;V?Y|B0ZJx=aoPFfa|TZ2_zGoM zOkQ_b{fl9=9%}<0ebbqbICJ^}vNCbRLM%Hg8#J_>vzYh-__Beb(lC8R=2j_X3PaaE zJMb3=<3nexvD!#CvSZmOQY|q(!MecC`3uA?BHgIh$1JoYW8iV=Uyj5;_>}LXF9&$T zbyWLSx|`Ccm2Dr_?_ng!9FsbSG=&rTc~*FL2@n`HLVm8^I*oC`LTu6_qw@u3dIR7( z%Cfk0M>m!Y!9AwZ%t0U!2t>+MP;}%dbrv3`H>xdLJcLAIu>67C?(myr-wdB4&%9KD z_}IBxfQ^$@pOxeA&W<@?A&ZfYuXKt^KvNzl7FDQFVUV%DhJmK9o$--y-Xv);dO>HKUEX0|boiE+9 zTm}X=50%QQ%n9QJIZ%tc+UayP5Gh&cy8^Ol5@40xj8c(B+{WBWWB?{`51qi#7cPNG zjFx-}Or?)cNT4R_*~ zeC5xUYy*E@{8+U1ZT*g1vJ3sr{Owlb-@Uj7$HADu?k(1}gkPHdlZt@g@Mjlyg7XSm zxDhS!a<(1x?0%F7P*8uhoQ>&e16}be5p$sA$oyaT1-9j6L9SjKnF}GUYUcQ*0XyPTJsUM)(Gp)=y8W1$rHbJH|0HbRtPAK7@Q{ji;c) z&)SXUiZr&-SBsbu&F!*Epzo<*9np9_BZ{L(e+kb$c^lF5_qx7)?^jJxLG=B>^}fWe zIX^yBz3>%;zlWnL*iDisq%r55m4qqMxHmCW8jn+97{fXMN~JLZ4hVnx7rfb;XDER3 zp`57XW!cqu4XC)kQd~yDlhx5Za&@kf*rcF>RE?d5Z+n&Xn?MaG6E}0$BQ#c3!T8Cz zo|UNPxWcRSRT;nzu#SW{5&|G%!HJjz>{8Z2gpiOM7#GDn#Ce2Ol~|=23{-N35FgLe z!Sl-oC+DMdRSR9VS2=HC{g62Z2!JVXBtf(w-rcxVdn^$uZ)HP#$HoD~n>8V!(-hzg z!5bbJ;(;p=NCK~>bekh`bU%J9D7!WX{3@@Vp+GVc(7eI#1b_D4FLR46vqK(WTNW^w z-YArp9cpCCb&QOVdjiL5-G+2ds2EDj>^&XW7ydVzW|c)Z`PT8{rk@Hc$#reD8D793 zrVtx4ED+Ar37684GJDGRUTBJoFsiz^e*{F(Zq~X}?DyCK+hoD>DFLrcfS@?08$G|= zOc-^OLNux+$w_CIkuLNylbH z25=AN*CX7kUl$tO;~3!H0;=Anp=eB_#Ry=@eMPTa6DRc(mRRUz+Q&ipZ4yE_@1ApbpNz_`pL|5v9|MKTnOjztg*+n zUydX(hcg@#tynk6>~x*>uC|Z#67|hni(MEvHnPNSes*h2-&&?HQtwKlvCei;C=&i0 zO5@gN+sRKk7S%;)6_svF^w536wVX@=s9kuJ`BNlwx`L%UtGz-GkQ@FXtIh?^-v$bJW~E@l&YED2i@VaD#5e!iw)Lk!*;hh~Y6vA9N zIU-}Tjc&(lWOofvU*WTm zl8KPD!DCX$gPbX^B82Qfz*!FM)?pzwS|zu#{@ZUA$gl6}zfC z?`6PKTC~kWyt$puuyS!Xl@`Hm9@gxTrz4Ab?cMGzc$BlA-D70KefQtjVK8>E@-dL! z34~G!Ue2r8>x9qE4@Lp_Az3RX)t$tVq686cukgcop1Lo9bhCBpXd)tXeE$yzLHNE> zXoRqk>_2+Ti~$5*X47O5z*+zV;CkG=;X0D+3_?)G785}&NGV%dEHwf&dO`Ja#NS%d z2+^k07%P-b!-k2T=z5_cprkUm3DlxREN(6haTi5%2}h=4=_N=hN;qaszVJ~SjX_+&0(>B(AkfUL=jjiIIk6aydxdQqTd zPai%nQ~?_8exHG!{3(vRwLjQf3M}yi;u0)hv8+ASgOH7~lxcBM5>YcMgn5)2M;aNi zgb5IcAvmU~)YOMd)dRxPke(xYTx1liqKQ6#h|mjBvXEVBm_sIjHKat=$uu%!f-UBz zKnP}Oj6xoPxBxMI^pt3@q)}d&9LtEAH6tCDgrYERo%59xSeG2}G(?F25SLsaV91Qp zr%8~3s2+os92fQRv36y*!TP4)o_p?bI!7K3VjKzO6)cV0O2t443YM8%1Zo*G5CQ=q z@Xw5r0X-M^N{XA~gAIHjz!|s<9C^N)Azr3WlvV;WO~ldxn6HRpH7}H)*ki7TqfnW} zL{J1|!5)+$f>Lk#eco}LAZ(n%p6$stMhMyCF_vHglmK6S~uzgu_1{Wtv0C;!HKjTapD9L4G|62i_SR!tP!5!v2i?=pk{ z7kmogm$%-gy_>kiq)+m__TG8to%K6*?6~p98@=|fTeoihV>j{@S6tzXVDH7=junl) z<}KLwmA($}67A#7-qV3Ag)L4)10NeKCT)yul8#iD(T=U&4oM$j_V!yn1Us#r(-2rT zswaI(!PgswBj`BqT=Hrb?Dib>>ITFH%U93F)IcLghI>bYCkle;P-h`jwV>iExFg;d zC1z8y=1z158W$0@!ojD(iVb5cM8Q1(n3QG>I6a=Fk5!AoM0*o4QywzMx-!a)FMKX4 zgEmd{gz)BKE__((Yx>)6yUiyOz=c3VD?z=`E}c5)7eAug_Ar z**QJ^D3{CZfq44Cn};7ZH0D>7RuOmeOXIM1;*;q`C->}OC?$6|vViO?*0a=8!UX6I zHw}BfKwMhY44`FW!P68S=Y}AQVkqX6CCfby9&ZMSnpkOe3`civ;MzwRjXmak$VV3 zdAd+6?wISdm!Rbl0%c6pP!UEtRh~UeDRZ%g$qM2Y2o@!GsC&WP#K0(6$--3LDlD!7 zLQ_vTM)_)d$E^et2=`nVqk#+?thlS5)yRtt8tz%X00o85Qd}|+dQnWJKwS88F;j$C z(OW9)JBB0}B_RYA+9fDLuqatPFogqB0rf`V8#RQ3D5&aNKlIQLc1dOlQ&99YOt=Wd zp1@LrDMXHG$PmcPgcfm-R2d)6Gxy#!>9>zi2!iDis>C{ z(qSx?OD?E#0j?L6qc&epr3jNFWL{PdaQl*ES&}uBB*IuwtAZr~xMiuq7t0~y*~U4A zjC~AqB}IlY1HLqRP!bo&5K1OJdM+cTwr0&2g?f#>Aq$M&qUFLK8EA$m@q`8wxJ!aj ztcr-Ino|PLm>?*Uszh*E;(CF2aUt9Ec+rsC^Ib|g8&E8{yRU8F(nn0u{Ls$H?y*5t z3xP9Bj(Ws2_=38W2rpTrA-Hrvh*-t+8dwLhC&_ja29&LH_Kfv3kY&`2D@bTY*<;?; z?XYu+8vtgDrP_vow&f%udr+d7wRRGhMj4wX5uK-g z{Oq6o3MAZ4+wU>~qM z`Nq)J=c8KhiOvGgnVvR%$EO*xgX#T>Y0sWLf4Su^m;UwA(*8gH@AA)Fe($b(?WJB% z?3_-SURAtO*<^sU^Zn z3_&a)ltz_EL_H-JfL{GnxYrGdm{#GOFM93_c=0t^$|zYAk%m(7od{;9)LfR1Cj?Vq zj>Ki4CkrHn#~ynOrc9+D6rKo}nkvZ`PA&zK9emkQl2sUjHRGQQ&(GI;-t!)>Ge!%l zN)oKWafzF1GzHdDxqC(u8e5j4NQzz*=_BTnqt+Z%5V@EgN-5CjU2=ynP^lTE35p=D zIxvuh>@)^ODYL;!GcVAXk*yy?1jY~q1=7Ji3|s-LO{SAI6wwU zCtu6YBD6pFaLMK%QzW5PKt-Sd2u+lx118^59G48VXt4CWA*kP&3FLuZj9jZKyWO=ty_rXkgE35tM*C>XMdJc9&i zDP3wV6C_xU2`lesv`)UmLL;Bow}=?3JbOi;QTAC%Q%es`E_#W`T4O9hmR#hhs%{^? z^~zU&ASIY51}8g(fsVwQc? zAn>AO5E+*M<&`g4Q%{M5HL8a|U_fbzhD-YD4KfG8zMNz*zB}Y-#tipa!?Hh3Wbs{I-3qmG=N$Q7&2MUmkS!`sZUW_c*vL$e@@dG z!N%RqMJaH=$0(B7(^pcVjdsV$6b%|K5-%=3D$`9NeK+5A+rZXX`^`Ig%^$-IpW@V`st^=_$rJ49MbWr`AC2M!N%kI`JU(( zzg~9 zm@|dm*Dm+mbI;NPe}3~FZ^3`D_b>X-4B1F~d*bCS4314qXj_&o#m?g?+KwcmOFJ9c z*3HIij_ubb$z3dDe9`O!$q#?{!`@;2Yt#Ph()@07MtRMeHE(#s8{YipH*=}=D`@H1 z@KFLTO{XvpHbA>&y|UQ%GzGz`L&}h?vP~N|i71`ccFLu9z&2{Rf95lv@w)A&*J2rh z!^M_cEZZr8M&$|hW~WC2m+Wo79YC1Gjh8@QnEr03-dw2F!Gi~7;q+n53|iq3rqr;- zGlpQDcb$pQq=P?8v|SP~*Jp1!%vy72M)*cG5U`r)Uc-S4jl4HgG65Mh$Yp9#vD~?H z=jk)$OL-(kR1Fm-qbCraaF9_AvIPT*%nUfRS#HytJ{vQ|2A>!@$~8%`*UX?y4e1$c zlvTLn4|oQU(<}a15A02WYT&~%Ry1rxWL72N69lb+!bt~2yn>sE_+#!6eZ38QPmi9 zCqf2g6x3M!%1%$ok&9mIkxUV+6CW#S=0yPw>0t_uyk!6fB?+2ni*SLO zjp)r98}2k{_q=Tg6F8V#c-EB_3%M28<6>pxTV*(MfupvD++~rZWIzd%qogFLp^Xf$ z7y?&YdZlJ;2$afbgi4WSmcu`ucoj;JerDLRId6lO4Ix<{`E&bDl(YpJBIY2Dg_&Cm0jIBxanQCKDnp~8iFdCh6&{?ndwHx zQy{cuO^<^W-o%v=sw{zMekZnV+cqCp!f)b)ZYWG7H7iP^uTYGU#7gNj>%maVg8-b; zWkW_)2ALVZ>6R=Icf}zSjEd5dW^dx?8QbBpMTw2ZUJ>-TArP_efB*acXKLJi5$w&k z7vZme{p*JhA3o)S{l)w5N?&Xic8dzEpaQFZ|FxO;rlyBaH+5Tt-NU1i4a9!pez%vp zbd=adZHbI+Yu#{}7LVy6cMo?~=AqpR@U5 z_w?7OGiolq^ir?DwkAKdbsG9l2JhazySI2*NKoQ&iyqm2s3Btrv9|O!;r8=voHblj z%z>h3*{cxQ*6nixpBQ*;N4}R+#%e45Hg@2u0o*oA5DuWZ5QteIl=gGY)R3Ji^o-4g zEZ{r-7(0gS+f5u9J(!)L0L6tY9AuYxA^?hp3-UC2_`vDeL&%J!OJ2~#rPLIGF~N}K zq=shAA;?B{Vu3Zp*X&D>08sNeh6mcyr^)0h(ID9Y2TkI9#ifCao1iTi`W|U;(u=kQJ!cLa6K<;Zt@v8Ul#FQA5gDp-^I=8iIm#ChDEt@F|_M zLXeG8dK7`_vfm^d<;xzLQ8I1GMdyQaJ!_yRF4ho;1Hz=(E^RCox1SOLGY}QZy zH8JyIw1t zSdIpmA{I^-0FAmdY6o)@*(I2XNTXKBn>*nIWkzrb0W5(Mpc$7kKI9l?SzLta%Yv){ zhYVqPdD(xr(dYA4h@fVcBje0qk}FPC@>sQH%NDBM zvoKjyV5JrKCwc$13)!;V&hC0Up6#VQgxsC(X16ogBHFU19d7na>-csGXkKicCjRB! z<{g_)y#L;F^1grQ#Mi;Q{?#tqILpq9HnBnoEs(9oK4ViN>pKW&Gz>)%*9(ppJ=?oO z?XJ6K|B>HYZ@tyeo>%_zdy>|Yt?7O5d!Ij<s0ca6O%V?)4%V5riuCqxe!da~)D>{48T^g^2vOn{Sth^sZE@3MaI zB%Gt=#eh&FLpX=a7;1guL$HRWrq?2AVbh?Byk7e733>>s$59|T>M049iY4UI4Z>HW z=Sa|-3q!zN!qG#fG_B1PSZ3Xu%1CB_Pg{ZQ&V8zAO^{KJ%{w$+jt@57o9HnXf(=<* zm!Jqu9JYMn)5p2!$!Ke0S;N8siF}0PY?QB2g2s^?D{;x1m0_ILk>J2sq>dN<^h_ z$`}DxXfbrue(Yl(8^_8J{DUb+k8?`dfp7<_ z7cK(0A>UlkAPLQk=pC}M#!w&{AIo&0Go~>F2dj!qSsieuN6e%M3PeQV5LPZ;dKxn# zFYYXTRDQ`Nmw3Xl@{v?S2FOGMJ=LHjAfpHCW!X0Z-tL`lLhw>sW}?I7E{f(-f|BA+ zk0ct!#a0%`(=$U%IG2=|i!KW`phR>@=FSYD9uti(Gnz`lhNjz-l7JFGjzCI^4PrFb z6`27Sah)dFxNEpH7isW!`v~U}td^r(U>X&jJsiG9$&3kl_=IvXryjt%0Yk4o>P zrKMYzmVE5`AExhr|KXAcc0b^xXea0H<;ZRc)|MrNZC_}Ciry~AKrDgu_Fj9GcOt*M z^{>F}^S-*3{!KUC* z#Ly<`G_iB40R9+Kvc%sZqB4dEO4li1$nHvh{PD+atwts5l9xWrG|;49?sin68T*>s zH@QAi@C5+`K|TAmf!n%;gTPU_prNWY9mNF#oGc@s75Jju=LS-sq4#pi*Ws(-BL&g9 z!-oU2J>MwsLJ%0J0D)d*a4gq@Rkh9UqBv#EOQ@D*}4W8pBg`26`ohgD{?&hc`1wL$1Qy z;V_V+nn2J4G0Pedq1mvf=i-tvjnJk^phnlFGEr&I|QD5@<~JZ&_iP&90R^u91P)an%ryVOPZKS z3O!_)aZG3y{P4qkc?k40QZeh1(HMKOf=t#|PXZfyfe^q4H%gf*G8a+M5VwNUh|a)t zzAMKB0s|U0Tuh?6F{U9j zckuaQrKi^zxSW+>niQ8>LyQx;Ym(2~^8$DZ!a2M!>Gn|sb#s%d3iU%B#78H+Rjr z1P$?ZS+Yep@APi=loEs^7FZ1jqrgFNRW zK_d$dO`{o5B?4AsOb<<7P7r0Mgii^Uo`EQOJD8u!u+h8Yq|k~g-`2KCWXTH%szB(K zx7&vvvP8;)0E8tyhI%9oReuwtP~6qoO$S6qBD&}>L_ zE`%9yG|G$slNU?|KqmMZJ^=^=_KaPkVO3au%rtriK;VOA5GFGDN`anIrj)HHSqLOk zLwX>RRZ{2sDd$Ulx5E&K&nP zZN?bZLynA|yB;4(QBZXW)+G>gTIFGq1CLVE%|&bd0}&!juw*#`B(re|lO-rUO_ia< zQz=-o8OgRD#FARZ%=qTsnjurN6hd@VX{78)g9b7)4OI~fe9uMYi|03$hK()?{yK6Kj97UAW&h26}slO&~{`n3KZU zZR7O{X&YI$Yu)%~zeCutdxIxrA9Opa;6re5*mm?b8JKNrvl!E6Zu5apsb_EVbi~-$ z@${DJYbk%R%CDCB=jwoZnYK}rcgC=E9APxeUkWo_7juNvY9bc6DcTaxiEkOr5Gn^gbqCfz}o~H8)8M$C3 z5LSZXudxJ94?hl_acolZ0@9H|hEG4EI5nk!uNNIAow#tU9IxkY2Oo4dackDB*|~G4 zxi+L4pafzJT^X0~3N9iaUD`rOs#qd$I=xW&qI!u2(KzSb=KE3B)*evPNdm z6M|Lkmej^WV^yu}l7*?5c+$WDi}0*2Q!#O)A?wNW;FK)Is`6E!a+$0w6)ktZ6&5QS zi|L?=XM!~OsthI0903}_ibf;AY~BefLsK1$&gh(hxw6;}FPlH$<2@ zPpgiG!2lfgd7ZJ(H>hC{=DFP!#4Y9?Ay~t5ksX|F0lw1LU^ZncY1DnxB?Ge22q++p zniy4Hn6fZIp|P|kSwaw$rEr?L%Zxh?d>QC5(b#jh%rwZBB^OGQ$P70!GqGI4M8>7Q z72c>`bl~FRBM>ME(98}?zG%?UgJMr;DVn>e%DrXAKnOUZQ?e{BD0dcFItYluSI-MR z%ULNW7qTq$B4T9+_K4nck}SPm1wioy0#Hzzxalc1Jkelph^3%pN_~YTz^Bn@-~>hH zE`2VB&~r)Y5+z=mbnFa@KtQ{qp=3{xvWOho^>{1!k1%-^Fcu3qvLj0uAyO7`Dt>`S5X$EruE3gH`opV3e1IU4rd7 z41iEFAZRqR`c93^C0KmeC?i%v%L~5C3^+1S2a~8cI51|06>vQ~E^NY_Lj9v^qem8k zJu`g-z%q8TP!4d+1qF)({=&7|b7aPV#{BYy8I-tqx@;~)L?&Z%q}nFMxVh^j)$M(P8?X?|kQ}>CawyM|P?A(X#3I-?2R|x=y^}9k9_1Kg|^zy=JnODe${`J#}mHyYum^dzxc%s8#eHI z|NGznyWjopY+ftTum1gaw)IS}v~7L11-G_c(JnzYM79yNmASN&*jUor_XtX7195mc zsh z8fcW>-YXH+XfMT?jfb3x{;W#)8*+&}OU$jeo<;LD)J82w`?gD?9Bsdhy|h}@Yu2oh zshzpHfnp%KS|O%aD1s98ip@+=I4lun>7eoFVxTQAFFSg;Xw1A|9z1xEFGry<6c;!z z%=Jjh6b_Pl(?qY4d2wm~=asBt^!T{s&WzAm3<@hGjWVNzV^mONEE}IceDH%G^nr%o zLYrKi*%<0jlLa*HlyLMw#09Gvg;SH4MZ$owl4?c;a;bNm!8A>HLWqnkfRHt`4T(iI zDPj?dNY4yNZ#@LfXy>CSLeub7Lyda{q2UPGP2{^*r>!P0qkPF&aYTa)4bGIZ!_%6V zmr>Et;Noe=od{E!g0j&dyLtNx6+MFUR|q(KX`qS1u?9qxpct47i6GEz4qPCY5cC=^ znjQu?y40g8D0d~5uO(-NU~B1OtFhsw@}hGAOUYg%Qwl0H8<(nQ>#zgcMgU5dnbgJ& zg&R$mm`pXEJvfC4KLHdQGJDJ+j3HB?aS`}kurNES$+M$djI$>(mkLCc1((E2n(e?|nOzHIV@ue_ME;VXTU5(gzx z6Mf8$8tUFek5Vq#@KOYtakE6j8dG7$z?(H@G`xgp3Gr1`8hqeqW)k_bfl03Zft!VD zWr!Ewq6=YKTQj1|$a;f01YQidw=&H#WDN~H7ZJ(K*pRz5ur;LDn6)-U#4Y9oQ6OW& zml+$&V+K8e(|c{C2i|Q3nGHwl`3qn8f}5hXmlB$Y?w3kY#OffTW;8%SizpBS_;A?6 zuPiJzN|$Iq6L21QrTLW9z9Lo#sF0h5ve zGkO9qn2=4Ypl}G{sySqZqAUbsGJBa4*g$Yeo~X_4aROs~6-H7}InuBPjzEhRnlvTi zP;=O6*1yNOQ@(~9j|w|>?6B>yuX;E;qdhVDP~E?c@;uP70=!sQNyHk)N|SY^P**(-28R z6`a00n+t1|%w9?L%B!Bt2DnRnAP50OE-uN8Ysd>NQ@(CPL-4tSg##ZGE~1x|V@rj- zZ0_2%%Wm&Q*e$Ohr~(vDvQ{93$kPy@0Y}47myFq%I3*(BPcO9Hn1;QGdP4+uzPRTELfGcA25uZ@>MOS5Ez=)$MG^D~2B` z46o;&d(Kz7^bV|{9D;9t-}~P82Kf8m|9gZR}2*{rmSTg?`^> z_x;uVe|6nM*Ioa2*WbPO?!W(szxTFfNAi$t6SK+KxOlav3CbM@utL~a$cAi~nhkS0 z$7cVD;e!Vc!m)oo^2j6J3jGrvU)lTOUTrU;nJ<5N$qSbcCA=Fx`skxQD2j+4RydHo zv)iSkWdBzsi5SYjDl$a22`iVK)}Bct5lW+!N+e}@SyYg@gVlp_Y5!-e<}kyj5z#yE zhd%Tn--LQGSAq8D=7=wQQGhFvyTh#O*s zFa(FC5QQcKEGf#4UG{L~&K-_$1dhV-V$%)9fUoG9rQT_7RI_F%doFTxayKdqt6fIj zGAN18*ux%h#c`Fx+RbK|5R9@BjsQpE z5QL`GW|>T1?jvS87|4Zef=X7za^Ynz;!y5_f)#=RSp!IB!x(~CExCebEL>}YF-xpG z^T-HJASTN)wjNxTg&rDKG=yZAHKQlRbNxTB@H6VNWY6Ko03X%XbGK$R_G+cKya`6* zNtUTb(`u(z0lnP0%aIoY0)u2Bs*F+?YOPv1F6oup6tG0tC8fII(5}TysUdf#uw>JE zQ)B`!(Ft&{5=&?@RyGR1kny>hQrn`1<|2@}(72c>;V5AW!Aoy`T?(W@hQ^Gs<;{R2 zKFVUBBxDH_4x46NAOd6VYzWNoBxr>03pTviNLEeIpqDSbEbxcp1{a78FEm=8!XfF# zDN|nX*&ytDB|O1Ogr;=#)dzW)^zk9!W3)>GD45*o6_bW6T$$3Kp|RI+MhO!(I5RT@ zlQAV4lmtPG=$W5@Nh^w%2GfDaS45)|{OtQ;_(l;>7S&cFnyLo@tSA)_VKxkm&S*_v z1iN$$wL~RlNYFqE;nKEg3$iwpn(R-|pYd~Y&tNtyXfa3T^Pm5`=Ze?7<~5r)Z#Lu; zNGr`W!3V`ares-&)oPa-J*qNl`p9M(4K|b*(o_Mmj4D2j0;;pgWm!$+NLIQ+7*z`N znkhXfUd*yL#F&|gU~wbpfxy=YMI@`OMF>ITf{bQ1$wmdz2o{n+@HJWR5=BJwLc_qN z-1%}up1?)WkVRyGOzR{i&M={QlJS#E-y->-Tjlw3l!7Qlhp)8^2qKEYhObNE01BaZ zX&I0$1Gh|Ba5Q8_oFfuf4Q4G={J8@Ryi0ZFC_7#lVlI$yC5s+#UT}g!(hy@dMxS}+ z8GrohTi^QDv(L`{v%g1=9`!=u&DUq$mdXu_fB$rytFF>Ymq=J#%vLUi`D4{p^$>x4a==;~)Rn-#I_y z%WU5l>*rm_hYlTzn;Ytsp_N~*{{7c2Zv#;ucefkAd!LdbpFQQ+wW{pqhd@<_x&weWJ(@5u?XA*&A*Go5sQkK4~(LfS0 zyI=e%4avwkOD`jwtDEiAaj7YwjO>$kT~IW#<3-OBATP*3!~&>?Mz3hf=q;5!1TIR! z%q4rijPW$2aY5T?^I`}ey&+U#8qx$64!E~PE;P_e(BwK442i;vnW6ZQwW6qx$9ug? zAxx_wN%1OTf>G|!L_rC88VduUpdw;LFe(>41U-6&;weG2W6lOR9PSG1qyyMN+(!x( zS;cVc=((5_B$26fpfordO2V;Wz{PV85VGiunF%eHOGEVdluKw%MrNI@m}6+7 z!72h{B}G#2(omQdk2>>$qXcLrqm z1W%sG5cB|BnZOA&$gm`I$+t%WUi6+@gn*w}&kQnRoSuM*y6KteS)$}0Cip>xJJhXe z#yPT-BXA)I_#h*9m!cq`r?J$14CO;D@4qGj2R7KU*TWG)p~{6X1D8fEhAPH@i)KP; zlvFO_a$!tqHo24n1NLMZGJ%;C0FnuCl-**`Dm5ibfE+dUEmSUQLZd#=7~?P2WHsw1 zQnSveeqOJ1l;>?+vLT3~aZJ#k!(BKAyeu9rngxto^w1_SFjLmE^=1z=ac+vXDah;% zNu05s21r49k%23PUNs~xeR`LHGcal{fS9!`jY42wHHyxF8J?mjHFu4rwPE^32!Jj< zHb4CE!_GeYwh#B1QSuVq1VLz)J%4gEWTCc@MC@L(>TsYJg*~$@C2mV$X8*SU)Q6t0 z5Eh{jxwo#!lni(whALT4pQV&bRvEcax(r#Z;L92TO!R`H4F?|}WH{uIyLaTm3?J1a zn+}*X+`C6cTm~E=u#u+1Muw(a2D0p0&yE8Jt3Sn{u)OeL4@x==Trw6;!=F+QHk@`a z29%7EA=KcTT$U~gY#0D3G<*i^4GD*E$mzMTq(q*e$6Vs<6%)w}n(=}P1d1M-+FHq) zClfEic2TGN=?@8hapXY-nkG%*SdQ=PKJkf9_@>gC;u*%QF{lFgTR)W!TbC^)eFWeb zbtyr2lc{vca;y*}$Wa;G&flFpB2D!Jcpcxg*s8Zmm7riKY zp_LADmaS(tLYqY3eDw?l4VDm;rO<|em>`z$RTxP)T0s?@0ec3Jc|qVsW`lW`2wP){ z>?;hjBSG2a!mJtO3mmNas53_mGN`5i2pbEYh6`|O+s&>l3~2Ptni^sSstPlZZ`Gg_ z5kC8BC7c9VqTTu@P>RABC2`ScTImbqANl^|CqHp0d-L_$tM^5)H)3zWSdF#R+OuV? z{MmkCxv0QOD&YOsM|Nkl^lSVU-u?IAKX2euzVt7?_~N{t?6tRlisUZ3nI%>i2Z^P_%9#e-hbWB?r}SVn_X+uaD$U= z0`?yUlxb`NZAA7@o3PfSg5B&(U;2^<5>M|PItLFP>?Mw+eNPeWb!~<=6R@_Rb|Kpi zciWCj5#h6J-*XAyhUTLQUod&Pb};#y&t85n;?F)e9rgVukUVui^w2{+`+2j&-)o&j zJQeKwulwHh_`7cWPdDEAc;*OHOC?-CJ>%l4`yX21x&~cAnT20Nv;S|L#dL|h^2S1V&!QBeuQz5vP(mHe7Y=0?(FptFeLD5$yqS!Z|${&_=@X0IA+oz zLr`I8iW3ec4iNMjWUNMS)TKtC)G|wXww_HxEjC`mGR?R=U0@vThU6s|H;BAcLu!o@ z+%i79@JH9ZS6crxTw-V`Rxy)hRU;3_5TUs+P1#o{y~?1?kr^BA3MFC!WWKpep($fP z&jls!FhwD!u_Txw#*5NA@efsei)5vd12iut!qnv6yqj(}1r9D@#sLj0WY9pqjF6F_ zW<_ZPvC3UKLPORhr2(voh?p&fjSvikbIZ6{S|`Bya$%s(_D{`LBPo|?wBN>D9l(Zz z7)S1GB2NYmN?8msAO|irq2;9xHQ^xZxrfP86vQl7Hl>EV-)wXse)5x_R8O%)Q8(#B z&~pT?2ZaN7%_X*aAw+Mw`Iav)dS%orEHm{4OJ4(JD0d5zQaUvB1eS(m=aPWNh!{PX zT*TEFFryC{6K$Hq*?)G;g48@bSl&Hxm8{1+pPxA8r7WTugyXrz?+X0&n04#c`2$)0 z_{J@_+~SjVj|YxCwJK=z;-FVv8%S#d2sD>+!MO>d)XG=cQMHp8<$`C6pO;*qA#ZJH zjx&!>on?HR0>0Kc8wSYL#b(jNVWaXEb{t%s5&e7KTe?T9ynj z7mG$2*^nV;uV*miLaStn2P+EZB2qHOfgS>Um4;(n)7L&M31?R}1TQUJ9O8Wy}8R5oVEXL-JG6Ix110iS`HxXj7_k(A@ z@H~9@ut$CUGtWHZ6`00*vCB=HHnrI57w^9-e6LxUt-JzOpkLsh(f)-OUTEQ+^3r<4 z^s@xJ+!?+4*COlJulLS741B5+lpSd(hhW(^>dks6348YJN&nJIFU{+d{l>M?(_h0+ zH$J0g_3yuKZ8x%e+}&+6A+(3+UABAM9Bg0hw{2PJZKSpujnanf5}HTf4jqTPA-kO3 z=4SH@K@Z$cqPNNL)r)Ia0b#x7w zCnvsmg6z!>Vd4C9t%NNHwv4~uMYweTr4Rh)2T*FaR2(E#M#?zLg0J&YvW`?{1SMs| zz_G%XA9isMq{l@2C7SzOySKmtGwpeD5G;Dw>4 z)VR^x-kS>ul$z-6@MAUwqGxP~(q(AgO}zQ~2*R_3*)${4yOemFPD&`3X=h2O2*@oFTJ?ZR|J^SWT0*s79C-yr06Wk1hDF0l(Eb5 z0zv~PcMm^Nt`psv>Dr@3z9ws=x$@=LD9Xc*&qdalVHP+*>UJ_$YbFZSBdO1_ze}A!6Qv zPBtVE5NH~EIRZzFQsW4X#*+ht9K)1|ChJIoV#A=atS=7!70yE(NC=k<+*2{6Q5Hojcja>TF&IyqqQf*b z41^$XY=WALRuo4=ptx(+m7q9)a_I(l?+3yXPWA*$W{Y+D8&HB`-g2dBosg^7ZYp3@bcqv0VZ+NEDmsGz6^$dC01cr^1BZ?Cdi>{ceWYx8 z@M7t%lm#>Pa^zy27-~i++Y=ZF3a5LA9+Miq5H!$Q68dJU(iy^ytl(@I%Y{v=t5P&1 zt|5SGC6@W^C5w%fP-=)VMzXcRn5;z5?4OiALU(?B^rIj3cQ1W0w`0c+zj>h7ShB%{ z>>M#W{#>L718>1SU6?YrhH#i@sH#cfT;iq|Q5NXIL555zM;d8%j}TnSk)TS7#*95c z8Z=x&qmiIT0zY-LW@va-YPW-R6+SPPM$LujVqsPFpfTe@U|`p3Dk()*M!sS>Q;Nu} znU$305}H_g2DT1-tkuY;G%5uemqNH?$x$zaMQED3G(j*ilrMV*-QZ-78qQqkB|-qD zHzPD!wPhTRQB*ZaF%w;bEJ2Gl8jM9(PXv^Rqso{*XpAjvn0z(*imz9k&QSKeSc+1S zUBZL_&?3Q^F%WMb&p-eCH^2E!2kxt4`y3(zt zcicM)w{PF>ho-)_@-*V~cP3)^>HqTS`Iq11%l_kK|LuRz{*oS~cWIa49cBX3iJiyf|}xHQ*IYL5w=2s+e`cQn*5^RTWmKPE0c; zA`WJR%vfKAJ6W<9%Mdg;jI+@LG=vxzv&n!=Q#eBIlqw^mEWL<{-kD+^8D|e!6gDnF zamT^gq)^N>2!aO1rc0G!=F(7sEF=wrJI=a-pe(%D5QLyKnj;#F`5L8%pmZ9B4482& zkt%?shLURg&X+G578_$lFocY8g>)D$EsSW&6P$-RFW2s3{LD;j@03vC$ z&}0U}MF7a)KoF>ge8Nx?G>AYqBRnQsY zv?S0QiwzB%s!bAk_Vn!)IDl70$dja#>RBrJ()}7n{6SFdsGS-o4vyKVHF1jT=XFK}`V{ zzM3qmQVD`ZiJ1zNh3Fd2!m-gr*O~$dG*Y9{XN;{Vh6FO>m~@QZb=O^r%)Ywmd2xYE z7Frbb)MjC(eGHE2vq&VUQ7V)Y(PPe+SCdi=XUwLf-z5WSGGH$k4U~NtG42cyM$e&U z_75C5VD>czXtw~kFyo#QvdbPz$jt1nScw8zg`xQ%y+8Krp~5FBYAzNVvG9cBcHk%@ zj|83&s*HaQ?Abs%-4xPP3N?wwtQON2G0SbL7)r8(sYlW%CWysN7II{x;id9(GB<97_1y-Qc-@rzr=WS~ik3q7`mq%1-1G*V`UBulb7 zC{Z92yV;gY=|d7zKnRm1eZFu)BPc$4DkHj{flHQTqZq=307q!XVxicF)?(8H>nFpomc#6+)G?KxT!TKEs5jsge*z%bftfYP07q zmb+LrJTu6eub-HD|MjBbxb*I&Eo z;P}QQrR`-X=LI`t1{VC#+lW&7ZNpH`3x0;p;Hs;x8cKg7tCwPbXK5(s1;2p_)9<+E z^(&WG|Nd)3us^uXZToI#x4Esu{^QODdwt~V%MqKr*E$hzK6vwq_uo5~mj2n&(!ZSkqsIG}{`SBBEqaI{tRNDR zg6c`l(dLYHN_2A1naTltqPUn6Vd> zteFv(m}riPsz)|Nk7T>I;)~@H4Q5S&9uxz}aEyXw#()_aHKgz=FuZP8wR2*E3{Wj)j$AxDSzVsHiVF(9a1z(Z07Wqh1kcRMOQ}HtG##aE?jVq9*q~w7xR_Q@ z)x;$nLkJL>#kF7-5w zRe)^S15_v)dUXb+fl@98>ShRmDhA3#&;V4-stUoSA@;ejfq+T(vM4xflsNE`4ljY& z$ds%ZwIJcJ5kf;LOAH~S6hbS3C4m`ba_fOtQ!fx=*9D*Qn3|vcX)hVG9{U z1l(&1EgM!4UyUJv2)Eaclb`x0wjahHQ)W(`E1G4?g&yx?zq_9?Yg~g4oO586hZ44F~p0$I;9d8Y`L7 zn?xXJxO2IHDm$a}j1@T-^=C#8ilq|KqXbH2G~nb$)rULdBC1>TK}uo|j%Z`n;#On8aTSj6JGq}1SBFmXT+F-({-rbk9-Wf-%(<*zmi%hgw)KYFls?b=`b;uizW(_m}TSGq$vFL+MKfH3sqP1D!MLpd+_cOrSc z{PN4`eJ+&d10VRnyycMnx#O741r zTnfPvlnv0f@9eNEI%OOmUK9NI**W;ux4v~g>x-8Cy2<;mcWVFs*ZZ$CPDC6C8}@HF z@&4Nnpl&$v{=4&k>{J$nD}_u^)s#rxTuKc>^>Ng?v|&oksK!yVyK-Ud#Brpmc6&0V zq0Vl;FxAQ>y>K>sLhiPAg*BvxaMTKvDHFm@4nz%Ms;X1K5aVVOAc2{En-{7qfpnxc zM`A^o9tW`8J1m;P?8zuK%hGJ38AH|s*CVV)0Bv$iDjkg|lzKASSUEmu1O;A3Mq3Z` z;!0TxlO97xd%h8aAk|8gH9x%LqYGC=&izRef4~??Wd)7q~ zh}6WwR#29Dd?aNe^a_O%D05_HH3k*Xs7pPNGDX9ar!Ry2Fb^?x@U-bE!g*ROp?mP= zMF6h#P=S*4flJLqPy$y9+~Bk4YsjU0)0YSyrQAx~aRbg6c_7lH|CKbp~6$UFi3<>grre}s5OtCa*LVHv|UQl{bVlH&i;d7}$ z&=|99vIrU_WO_B1vT7TJf6{OExLBHuDJ3gzfpT=ok)D#QaRD0whR{?-D+QN1O2Oi> z7+i9hZ-#`^8$zkeG-Q_b^DbwT^M!Lk?owuNIz%U%L_GDB1hEM6CFq%%FM&#g3#Ci- zXRII`O}(CM$jqvSmCwDhFsrcvV)|4`+!movb;ufDGsOUo^19?+pMh!vk0*xBg{A9G zal?88YDZ-Z-^w>lgjR(a#HTwEX7?;s)|H5wh+M1_qk6t@5D1DdON3i{Y|t4ZW=!Gcrdd@r9ocaFhxA~?pGd%lZ zckQ*;`mE1dd!K#Id7kH+G7Cx%N0bnNsG$Z~I1NL+lOHTS1jf}?>GEZOAz#HOdsFUX zL&n8Y6WK|}S!Y(cXcWP=k*{?(1xk)WSkvBouf6u#9#nj%Oj9MpiF^b~fjd~&qh4IM zSI;NDuK}1DcTuE?5@Wm05Dn?Hn!IGqKnOi00~&g%k?Gr_AwU+zJpy6&@U1&by{mg#a%yK`#Vj4T4#v6PK?XQ6d;dPwC9MMv4X8l$vPth6q?1E?#?m zQR0IU++J zPTHPye9iSkcIahbhY#iWBIX!-1gD zFz#up6Br=NyqrAFBC-(KJ1!hD4l5iSWyqLy_i;=)ZJdPedT#X2M!y{M7rWd1XRk&L z{STv|`E=Je%kD3pNd)rVXxgnUb(v0;Rk;30B%w!9kRQI(@*a5 zHI$J=^bG7Y?^a$tyc#sipo%G-WMxX|9Clpu(kq>!nNmiA`g1W=6h-Uk=Ebs_Ge(=` zAV6RVO<`3V4iLubX;<6%hHO-xfUspHu-Bl4jG?%C1`sr6S<(xquM`ZRX>5d}uR)_E zqhVzcFtoBX=*hht^$Zxhr2;hDb}BoLZauaT8yeg^{4fv{RbKfPmn8w9DDfKsEek${wDYe6prSnhg3 z^%&9vF>DdlfxQCKz--D8APr>oG#s&1CSPcb^^vb1LsJ^%g5T80@QG~Ruw~3_Za+e7 z?yjoRR0@4GWTEj=Hz3tqBEad}4|1eoFp*t+NToiYG&a&V%Lbq*I3!eW6kWdrEN za`cI!6;x6K9}WXUIO>BrnSu31KtXUrgP>RNipB;qr5rPcquMmCID`!~E=AHzQ@BMeYHMIK6_uqA2ZI;Tnq5}R_)UNXl zsXxx0iF<`HB4hM$`eY0FT zRrK9c=$(6T)RV?RK|^-7I7zrWRS1Rx(UUa?tR|MD*a_pg-FkUX@gnJ4+Czs9?b)+u z^CE10)_b(S|Mf8M=T&Z$UK1Q^ZYbh@`}^O%`t-$j-iu!ZpT6q)hpzvR|6F`5uLvsR z5SBh6*^%xU!zt<>ZK|^udGEj8ta&k0x@ue24rBr^=`&C(vot`+%Bvs>rFv?jfHaV4 zxUe+KOA}GgMe%WCTuH$?oRwXvHPQRKGoM~|zjM!WZo`2LP&&*&Szo?dODU)ZoB@0` z5o5q>ta2LwJp|l7=tYk_`}hM_2aX;dss=C2ODg_`5DG_#gV1G-0Jf4cqy)u2KBjm{ zidTuyV-B2w&bOeH48Rth z>_N+HP-RWoJ(m)H;gk+IK89iPk`x)B&z9-SQ7pdnt)sF>I|Li=`0?X*xJPBr5{%VK zYnLjWR)xWG!3P<=qFErA^qK_0O2PFwKIn6y`Ew6nW2u#gOj9mW0yBJ|aR;R-&PWXu zgQj2(=CY=b9!jR#((1t1ETuBiYcMIRGkOX|NkBd!G_hF1)SEISE1i}+pT&f)aHi0+ zG4LstUMvXF<0U(0^|2jO#VQv)uW%SN4AYP$nZf2QWIZ#?xopKNOzYdl5(mANRYsxl zXM=o+q?A4vdKK^}$gKJ|tLCPxi}K%#8IRbV&JSpuwC!GZ83!rad?U$4rhK(<7-)vvS>kLDv^fbP;!`3O0VRzuR`ePHd9nIB+j3BX z%77PH?%t2sc{-jl<=nZ&zyEyx{CRJ|?$MtAckEdFA6`aVzW;9YcC*x9*$UYF zcAaDA#TQ>(h3sz9hIETrHPz5=&)}i|P2c~%vR>Q%@1I@cYUMm}MZ2_J=|??q7;RJ2Aly*O0wqUVecft!D(3!)?>uUv{Eqf$zqx8Cpv(V1Tum1B_{hQC@<@dVN z*L~;TzauZN$qe+RP;n$^+c+vs*;j58EagjZ6!+?(sx)$!rs6n$4Y|;FbQ54!C1qjL zIS(0{%8O!wU@8}x(u2XnQ*%#giZL|CYO9R;&TV>*erM~GRqww@qT$ZfTCl-{vGiHW zu7#j+dlje^6izz8Q3cLM`fLb#4O$z34BwtH)Jw;`QZGTh93ue4Z0U;vhXIhn*%(!W zzTD$!h$Oi?FMG8D!e$Vo!2ue=9yTnf^m&QPj3D2_DW)tm1bC&FDST9c=miR}SxV`M zYY|mL3XBa2JyE-vaxtq9L{Nb=JjD{4p0E0VqTvfROkNN`5zP89*%U`ZF8&3B9(80v zPoq$#fXKJ)q_7ro{Hq0@|NQ5@K_Jh}x_GWO^i8g9qry1wjf^M+WH6*OYlw+J3g~HM z)kWvCdL>m}pCEaj(du(FmKOa(z(qhX`RS^6}i4qRkZt=Lo(Ae0(2 z_>!_T&Eg2}54CKq68H1+GmIAh5J@e3$8PnGy zrq^KVAtdM%nqt2&dZU&LV>Bwr&}{BH=Yt_*73N!s35Q&4dL6vWHwd`6XoTom>juiX4z2kWpC#YYG#FYGW(>(N1(Q@Z4ZPy zGcJ4+@F56chkL-*+m>Z5G@hyl%@NJ3D29}FtWQ=wZ+j=TolLb=0Ez-%leI^B_ahk@ z`sk9cA|MHkrOm(*F}WKO^qQdy#JTE7VULLr=)qxw9)zIGhJX^1E-1-5yIgca%Q|-m zHZ~62JDIJTWW{38F$LBv9MSb${AknTcNg!jUAsc=lLUNZr)LRvtX->n?aZM=&1eP4h z1O@~ZmZMMq+}U~IpgBM^0w__WgP|>P<0 z;>-~rMfL}7^JCL%oz=v16pFn-Qs4p>LWOcsn4%%*twI&fm_{W9b&nQZ^@M|*3p7LN zv?Usn2OyW2R|+zySQTBbRRn#kARtMv{;ibWteOyjqvW>Yna!3X)eO{bozY_P`Jj=(-R>2BF>5BzNZ{Y|PL?E&rH(7{+iSmk0=B{U8V`vf& zElae4loT_9#vm`o6~X-!8GwvUsWZJU3^6Dq)&sEFv4ejxUxPsE%l7 zT6bYkTs$*)b95tHSy}PqbLX9R9yoAd{GIjuV7WZ`V;}pN_W~!d`;kw@eFfm$cC3kr zzfha>3bC3c`9a!4xltur%c&FE<6fBiF3P zOB2GZ8ztFs>IhX0b@ryl-4rjk3`H=-rm_%P2(h&E_z36uN@z;OY!w{QybOg#hK)dm z1dnhCxCgN(z_FUv0(iyM_ z0&rer2vW{nzRkjFg-GDxwZ{TrdX;HWf+H4^WDoWdSJKu3VJWcBjM4>&hMIsS+b{&~A%~+Eu}#QV+>(lb z9J!G7wPa@4Pr$fgWg8rJaf-sF$qybT>Zc+kU!om_%2GZuxWvI8MYN?d6Qq!)KV z=+ggeorVlwug(Nek=I+YmJdTyHXeZnH}=&^6j|eMlN8Yu!4iY2GG+-KecZ7Ej+ovQ zW85@0G`2*g^StL{c7GaUchL(CS(?J>;VXzMLctv)*2srWZbrV0Xn*=AS^OT)y~(Ha zKD%Jni7g5!Am{;9F$83%7llU8*ic6FhWM~o4MF9OxfC$hSD(!Ez-izEXK%<+Ms0q2 z2socUeHv$1Vzp9vHoyM$uYdQu-#z>6v%c`{<@bdbUhv~*ufsc*-~X=r-m+A_WfkxV zj5lBH$3On@xsXH{-6E(&t2(y7r1kvTZyy9IY8qwH`SfD z6Q*OtS>bpgvvJ@!D`@mNI^TSkx^Mco-~Gn;{`>ED;5)?FIEs07V(Xnna2!XDEKp_* zMRahn_gw8E)`8=Z!>`$$ihg@}^UXK6I@|9*@{y1D{?~(nhb1SiqZm&?JvK{ULktaM zWTbgcPzuMO-V~l@o%Wi87ypiTb&!agzB{jy%CVHyR%7E(Wy8IryW^LhMv=v(*DD2B zC1rpE%*soz*_>d3^TJ1TE=p=h&t4RqxzMnOY$!XJEXni^_CgpANE4^zXOm)0ywT-dPZDA^d6wL}bouwh`B4GnjpDIrjj>#-6& zhWG@Fv(PN9f?Z_QJi#iIC@eWL6M{XBb!-@jjT%YOfv}MRSwt=p;X+{Sn_16P<6SR6 zX0oHiSuO<3l`D5%>6OT=bw?hi18Qw!V!oJggsVb(HQbID{;^E zUjNHZ3Yte{PbRKVPi3~Q)WE_7$Poy+Ee8SHlEqf_d?z*ko2GZa``um~Ts1&EuK0w? zW1hbPR$hGA%g7T#DaTMTwW1(HU?9O^lbOm$BpER{DCLEo)hVKX5YLnR%F2q2uw@2E zFrEXlDo%Mt=5GvQPij#J2bSuC+^ z)Sf(TD&Y{*GqCrpHOFXxqB(QsjGMcxF_eq!z_KCBqO55|=}Mt#pRi{}iKO+#!PPAy zFMG)+rJwuU=X|E5bTE0LDz36{XJ7RoY>GEfcIkUl^09NQqJ(5Mw z8z?f_8|G_RskxZ7I`pm@r!Hbxb?d}aC0VkETp2N>D@?kP!`#mcXzt6y(bn z6dGp3!AE0Luk4t(xE$c#njI{CSdE(oTwEDdAI4gNC?Nx}wVV=Bt*S~P7Bkf-I|8;e zN~AX%Cig5UH8v$e$%V%1bHM>JO@S;W&bTqQF9@bap$ z{qKLB1DdP5iyafg&TSf}hs%F5x%eCAjsjB}Glzg9g5bhuX6SD2UgPQ7w@$Kq``h2{ zGjkuqIyxMWY@Fwgm(H$Y!4$<|!Z8AHx^+4y9nqes{rJs?gl^nd>izfn>#z5(^Bq2X z*qgQE8evg{^Gt=U^G$Q8%C1b6s9Ow%cs45wg4D33XDkbrG)`~5S;cX4Vd>tX?_Qv= zPI9vqjh6zt`$!xPv(9-+n?&7U>LGBf;CjaN2n!K&zPY1{HYF(Bx;vN(3MP$4z##;y zfCdfZVD&=KzzK?h=N}wQ#e_yi79Da35dbbU4&^INE^G*t1PqlCxXs|DLr@wnrlbiL zTG82rqbAHWAv{!2suD2)OUzT7AEdeNO&Gs0^MQ9AgiWUBX3I~Leu@GR}p9CBj zboXRN17GwWPSk{Kv3$11rWAm1flrSWFM2ycEcP6M<4FTbT#jT#U;vG;XAEY(Z86l~ zXu(E+i~FzJE|*q;y(rb34SS*CvlOC+Nx7TSOmX*IWEFZ$;;2>#uvZ5uV5Nqtr}?Y8 zFMjchK8fhWP;Uic&9Ny(ewO+!6oJ^O^w!=!J@?B)$}#=tRLq%q~lYjXsS5?2S6 z*96rZr`~#!A;2UPBn~{GZDR_8Sc+gpBo0d1ePC!01j1eug(Y_du>%=fGUcioR$Q%6 z#X+B*0lg(q6Fo;kO<8wPlwf^6<26>Z$7~E{I5>#RI zJ@V*j41^PxFd7itD1lH`PXbG5d>J4>BPrFefjxxV?W&D7CXkg#BT$wX+Mp<%Girjo zJDn9&H|~_uWNaZI2n~v3*_i?*I>BtY3|LcYrINCvM2x$v+1JQI^Rk*T?=oz0l?6f} z_+rT3lpZTn&6;BAHL8oQRZA(HK#Epqnes)3;2PIToHB5*WPI40g0HrELo}dOC3Pk< zpogZ%3I~}g0&qj%a5SZ3!(9*DEVID5U>m;BHUN7PRuhP9X~=xp zx6M$}Xr!<5%naF}&0bJ0ZLr+I^2LO)DUD3y0_h7@Dbr{HPVkFPBFZi`^h}Wxh-Hs^zNH_J;n4MG)=NClULtJsi>E7}s!b96?bX9$f97QTpGM1%#u zX=wn8WruJStGZ!=7+BTjf;=4d1T?ryR^2GsTSN@mle+_|7)y?9z>-BF;J~a0p*9%) z?#{2h_S$cL^BeEKWlG}}*q;FV{&)HQdwK6QORvkQfX`cQy6L7HZn)veC!gHhedo@d zUd{a7!MbMsqvap|@Q45Qx4#X8AN}Y@y{ozj4&@Mh>D;Va_D~W|oH&vGrI%is>yv%$ z*sRNE?d(=G+kgLcT{{?E`>tgN!gNqA9@|{|P61WJ9Ya!5p&sYs9v2_zMgo7%<-N%pa z)XCNRZ@U>o6J06Hs=QZkddR9rfXo*Ne6y77Rl{?yU7=8-s})~UZrLGN z3-+bVzS2oVvWQg~O3x(rl?~QI3l5ZOh#q4c_yU0pjTa^mGE;n^mCN!mHcLa$bHOLV z0D*ASIO=&tz{<+P!<(O8d--+7day?cf~Mxu#7%PzMgYEAl@}00{Ap|kOaxLcu#A-g ze{AKVagn&8sfN|u&_W=_z^tHEV6hLTZw6^#>e*|A+K>g+#_-boI{$?OJWH}x2*T#> zW))42xeI5FdNeI@!3e5hN=91MCM?KJr-72Hn25|6tDAGu@oos#7Gj18IbzBML`^jH zp@hbmlBL=LL4!s;?GPlnm?F3U;gECm8HHPmifxv(szD6HyjsfDP(L*DE#f>i)IE)F3pfQLBV<|HR!p7cns+f{U zE|5DIm65TbM9gy00|cvL1hIh7BQJ!M4OIY6_H0I=9JydZMp9@=HH2wO`kJ7cZCN@r z0J#9?rIF3D$4%oaBTJ?U#}_gUAx#T`7)R%T>&sp;v=9tX#eofEvDna9@v0|NIF!O= z88<^s%DjLO1jSHBEj`YL=%K`&8I3|o%5H2k6U5EeDrnuIfH1=lF^Ngfw0xthQc!ubHlwqYg(8X@%9mXR#*kp*NGU{-y~&J^RK5HPf|$jHT%o@~}1F}?WW zi$DMQ&*hHE%E}5Rwv9Wl(_`22?|--Q8nd+7b_M(e`g`B|USI0@9A*`moAswY^{Khi zD^+h#7cN|w>&d5m0*9%Uqw_Yq-C6 zSUa^v&Gz4aofQrZ7czzfM}e!mlfh}=py<4!aqQ3#XgVl5QXC6hGzS7S2To5}o=ltu z%1C31fujb9gFeG`bxe3`g;@A^RssE zzrNA%pyd_VI(oqK*`wnQ=gx3%j%Yhw%UzCS%ndzbn`P#>cG#MtmjeDuq%ulGrqt98 zj(jCf>70a+Y>I4(z#UG-bj~XaFYcu@)?Wv*g9Vy6Ab?w*;0Ns@;(Tq(Q8OV?UlG$&>)=3GzZitV)eu`FhguWv=HL z2BM2q2>Pb<+})|Wy)sZGJ^iDPKB}i@;AxG3XHPX~3&+eJ@E+l9!Ut0a4<7W_jta$I zl*N{s{x3!D+B7x9(6GbtyrjGM6zAHMwawGsW6-%lBNhVCB*t-2tz&QK-eI_F^v$aq^c63G(_Iv;0=gi&schW>qQU+2Ye6!B}eYT0^}~PA=>ew zq|xJm0D*feB_ddsDl9dZUjvdmt4A2eXEvR0R4Kj=LpR6SHJ1<%JiHrJ-+uOmSzgiKQ%U z1|akR(a@`vR<&80Dk&N`TvU=faNH8`bbz>tSZG@=&S*%SnOSFV&&gfCrbHhXrYOY~ z3t){b9f=@gI|=GCq2a~2H4TKGOH&qII)dViEzW`44>q>w=vjC605xb`O2V;JA~?+w zMm5sN3$hAm@VVnA3YnfgA$J^XY4!wtJPAUu2~AnlfjmlK$y6+*(2&grVu(LW0!QKE zre}lvl+EIY*+OWD(c?)r%NMZ$B~7wG;Y5rQTV9k3MF~7I5a>a{XI9D)pcku}qi4#J zK~PxsK;)~Z52Pp=@Uk4%NH}O(#evC1tTZ{2`I>_74xS4QcTIw57($jQjp%I^F5#FW zYicEs>w?S@Z6WL&28N}Bo80xL#A;b-%xb{-mYvY3resVh904pZeHCDDacNj0W(XXP zS)ui0#-lN7gGtJY^NkzF5X9vLP-7!*jm*H(!)J_%7QWjJJ$rh_Xt2Z@1dpT2-B>!hL9ztp`M1NQ^M63F-mm^>^f7E3#FlIpHw%F?B@m6Jy!0HQ*&#R+fP*z8xXge5```P2zR>$H*2BD;EU2?* z&wBX(`~Ug>z4E}h#RvPP*|Gv#uYiAn&A*p^-F4TUKYxC$mv8sHgwFMTvF~eQN*`s< z^<)q2^zV4bJ6?I^l~q%2J*K=JkN?9_27md>Uv}(R{5$8qk67hm*#9oX-wmyrLY0f= zVq7(~_2Ks4e_gg+%dUNwxvSoh;skJ-Im8G~kIoHxHVz^~&9$$0!Z_kw?;Sp70m{gf z=TeW{3>+E+2II^Tg#is?a-j`12%1w4D_-87yq0>2^ApD-M~?W){ypz`Pj%a7Z(R-@ zI^j}A|% zQI;BaMe9svGmcprMdnUf@%1$zgv#D;YguZxqA3DQI5~=f33@#vG4OWa?%@8Cy^KIv z7ekH}Il;ZsjSoHP;G=Oj1(Pg0Ayh!mj1rVtXzW#kjiF}MC^a`Pe<-J_mQOf$G(43; z0c`^~Y&fNcO!0AJ_B3zQQ7gTZ5pd@i0w)h;wMGcugg9-==J~Ua=7;>@0 z^(+Y}5%iKpm?aw0QJGedo)R%b0!L7`x>e8v3;~D|F=k0mwhcsN4^8nS&x|0hYS>6H zHO8K(dAY07i((1^@5L+$lngv?2s+5q3qcPd%pS`FL<5LYxQIUc+0V|e8gIel`#X-J zFjghGR3);@fsNv8hL*sarYl8>><3=5#*?62l42uS+&tv83JmO}Fxhm~uxE@pd+ubZ zNuL=GY9){+t6reFd(=z z;DFVOn;xM1PL5>tL6t8-!<^CqGK~2e3W0+SZ^yR18OVz$9rCw~B>3vh~_CHwBv4y}! zFBacewGi3x0tn4BgC0GNfJrHf+szkp1^^*2lMWktxj@#?Hnff~nX#c1NXtvO3NBx} zj&jtKrCH&?w(D?U2F*^OvFCf?t&CZ^lw8-=y}OTckr|hT9ygR2@&hNxu?Y+m0SRYIYU43y{)#?o&@aHKu%f>l2kfd=fJ40OKE_{N^+<`#WoD$9iN04)1^b9%{XdG*7SUOue zI?OscAgDQfO0q)+j;94KWQ~pH7}T7KZf*E@ee-#muYmnSH~aVR_oc0$xGUy18xZfm z$BrF4dGe&!CI8}?&pn*O=;5!&1Y1dAiy>JS?h7=ib|9;pDS9`}nA5YN>6XD)G09rD z8)lS_M}5WQVu}}71t}-!7vNYGXatQ+ zs|=w>3sEF4G&AlhK+xzD1gbdRE+I3}#3f_JhA&JR(Nq(F=}nO_5pHqQot`u>l%^a# z)mutgFyre^?I}nUzC8mo>kiHlh$;9!){uyj_EQQtlC=lmkg7+=)0 zm49wbN1WO=CGEI7~mWsngMxHKs(bEWOT?}OnlfaRgAp$A@Sva!n z_!`0#mtYtTQ#4uzW2%C{)F5z_NI?t1l2E4fC^4`x^pv#(b?2991%;m(*aAtXvW&tDyoa5i>RtR38m;J53ff8`yrUfC|Ex znW6eCuY(lpK0zNJW;G**ag(Lw8M-5;@mq2E0 z@MoqD5JYLQ>?@Y?(iZtl*GLx&V>T+oKm#i^Jv||JOaukqzJlzC>&#(O?kWs05XLBp zA}P()UA|<2$Z*J9iU?mgdaYw2*-0e|90n`{M9I2{r8v?tjMb1qiNZ!BAfs19jgY(g zs9q%k?)t*Vl%6{%zVfngzSV-jH>!F=mX;M7o;1jyP0(0Y5VNA-EDFKLS@xlzknJwH zcXU9j4tle0CEZQz0f!711hYik!b5rvZHNS#$ zGD|b^RnL&If>d6IvqToVTJ(9au-+1vO`RZ zhM|mD!r>(r9J8VjN|0b!AYRab)AWpCSzSJQ#@zL4B|93q*zoKbV*;UORxF_7S3eR?*zJ7+MV0nUIuOxKak44D}w+%fT2^X`CsjL%Xy+%z@3aN)vB zFTM2mwelz-e~t#O*yUVE+Yb9e9F?ErV(`OcS%Z=cVdJGYUStL$CxdY30pFL5p?pH}%E zlb7!wUw{4ejl8y^-~RirgUglf#ws08n67l^Nr#oIxMRn`(xKt(l1pcugN5M4Fa^QM z>`ds4>ew-Kwg6$KybcZLSdZ4sMCn*#<1VIkoH9@%uTjoMd^~`c^$D^~cq?+w$rI9ZK0(VnfAgBpJ z`UFrkilDj8N!;1a1l?4MScyltocswx*0hnc@P9G8bO)!~v|vfQBU~mU6V6d=}~z*a|8yM@$OM zfJ@+H1n4ygN@^R(u_h2Rj+Ukm{qjpJVqscR*7dH3%`J>ETdl_MQzmno>_wJ#xUu${iCp zV^cV5?!~qrrR$EKuPF_9pOC{eWWxY$JwUl@Z3(@`QA7)I|NZxmPmuf;T59bpg!@8D ztQHYfFS&Q$eYX#>U3b3Cw?LHELXn*qLZi(ch^JGzs1F>1CMX;leR4zgcrpVeBWzWJ zJ&i^if{MkMoTH!&V#Pi)aT#dJqR3qWl!_)qX~I!e zR0$Qc)d!mZ)-2!lgAg?ESGDMIq1S8T>J5jm%4O{^d;L5LWNoeS&?r=wgQYJn`zk54 zN>Wx^SuoZzGnA$#oTi41CEF}tIBW>eIv(MuLxrL@%(&GIq;=ugmR4stjCqv^w(L2o zIgLv%9J`$vrPR0!6m30U#0W^j*VtIomN;dsq+_UY&oWH1`Up2=d~ve@VJ4y}P5M$` z?=pvG+c4%x(M zT1ik)_GnMVTfCmYN6f21M~4q8z16bGmm_X$0?|We&&HF0-vAK!di$V6Qr-BXTHFG0 z5to6X4Pcg_Xe_zF$5|jQ1S`T=bZN4|Su+$``t0?J6ER9MGfkD4=^FwOmkgH7Ov=0{ znHl0>C?Wy3ks33^uwqu?)|9MegIL?cN$cZBKdkjRq)Gx|!!chWED((;&oJ(`65)sv z1ju07$OsLzp~0_FF5*oa4;q*Bxf`Ml4YF+mjSZ-5tfL&sqLY_h1C)pcyhjCJLy$3S3o*dldvO9icbH~z7)+2)k0;Ac4^fa2MQBXQOK%C-1EEA- zvq=~eSdt-2+2*l5L`2oBh~5ZpyX`i=p7P2-16iM?TK(*2KYQkxXI!fARl^d9?qect z=kyN^jR#SW>sxuMU)n4yu*C}aB6aMp&4qOVpM3Jkd+xc%w~E(Zd+i55_`$Dy#vh1@3Zo+Bh2>BQ9R8Yu`2A;ef59%pu0!tiwbz<$Bkf)dOL`%pt>(;CVi! z-a+9=aYnIp!f?@?GosTtUHQV~>%rcg&SB`r=T!9a>%&jWq~?ww-?MMN&|8`Hr`*2$ zbwfFM@}#?l=Y02BJu+A!DMxIblLXwHYi9cT;1@ zQ4KkA2MeFfk!5J~Wu$H}HD+cZ3(Zo&b3ub31ww%c%wUSB2xbe%1r0X#tzM(oGqb*? zATy>(Pz@ktjs#g_uKv6rn9bO*Ks1b7N`%$K6eafzM1ccD8EqTJ8W~|`X2EK{Au@Dz zAkVxI)^d-nra}B!o zUG+XWaba3|fzWOfs=Tb>v_POlA%hLm!Jv>7zBV|pMl!Cr`66CI2@Qc!vA^_wlR(pw{;ObUMZN(^w z4x!cL+mRv)nE`>lMFD8Y3`tPP*bKIuC}gl!yj5e#g^g{HJ*qU!^ffYky(uIE!NgVs z!m-C-28Q?xO@=nyMYQgG;ZUkc+lh_Fo+Ax1V56sx2^S&2;>^*t%oqn=hJ_$7U`7dt zi=GmQeQ3zuHE1XtCX7o*2m(DEE<%voqHN4|$beNz^g7L8;wc>hN7X|~<6h!qWb|w} z!qJ(^ZVBLh0eyV-9dbmS#m~teLel z^%`WbjP*E(%N~KUCW}jtYDE^BrCwtLc2H%*Q33TD0~)j3gAAQ^%T5_VNm*QbOwWKO+Q89fi~vhh zknyB%DIqWxwBnemAOw8$Xt(-$%j(V7tEG=&4<0<|VT>jm#6U5&3Ib_hDa~3GWHht- z4g|fRhDDb+8Bg>GvanaVM*|b~3PLa?5MQ&FBf=bcDJFd&zJl@ni~muG8=|;iHCc0c z!5bv_}swBy?aLmQ6DM0D|y|Mg`-|Nj(xtAa&&}3t1Qw7LMbj~ zCx7=58cRb42pkPjSkedtig7QPifKxDDQW202uGvxhN1w6rUxaoytrtT2neA`YC7N- zAGES`_t8TD%Zst-@F^kZ!kz&=92%t%j=MWrH)TvXRw9lzfSO2+BPHJq6w?#~AZ1NY z2$^2PfeWSdh0xgW(pOR-h>dWD^fJ{{PZ9KRvTq%^6G8?^#-Eb0ryYfgRV!#I%Q0U) ze3+iE#06{5c)RqADQ|Ne@f2D_v^BY)1i^Z-XTV)==#iu6RZI*uS+D`_4o(TmmBoxk z(ZE8pK$b(P8KbIahBE<@L*54(IEop&@F?%RinAa-nG zR45hHj8&zvM`-O)n;`ZqZSbubTaDPGR@AJm)ZTmV(xPg$Ruxq`-u&Kwog?Qs$9Zx; z_w)H&*SBrgslN>-R%LJb61YJE5OyYD*K%%E7=#xaH>}~F?o$k%;Ck6Fo&pGR`VuPy zx1j{+?2heL>!9Edimd3dxdCk})D-X!R*x4JH~9YuC>D~`gRk#-d|on^*BQ|#U=Q^! z4Z~)K)4hkyO?Zt^RExu={EhvFA0ABU(CE-;wiJ@;K8-+)IdM6I8_{ z7YSOVSt@V}(i|4I7}hpUXqN6z^Lqhlw3D*bcvvIKI}9^`{VNfl_deJQ=otYw%msM# ztvJGZS8KRVf}h-GD)2i(6xl85dR5#-j=|4jnI(^;v*9ID%fKqyjZ`>tpk_0CHJwu- z_FyVgiQhI^@G#Yvr)Umei*a6?4T~nr;SmkyalX_UA!5X+0$2^Gq3A3Vxl|av;Ju3fzwBHL{K9 z6pUt}kBu#dYi8;(&}7($`5+_Hr1^jBeinM$iE%DL_sb`2iSt6qznk5AxeHis+r zP-M=?c%mjj2KEgQE{*H*=Ls5_G0|)NalO==flqf`pJ?<85vcXf=vdNEEIol8Ht(L8p2B zQb9R<@Fqx*s_qAQq715bSTiqN5LqRF*d6$K^|I3AACd^#B6%=G! z-V|cSA8Dh;S#5rhFB0O(ydyhP3tH-*4wZjq(~+=hjCBW3=R&?pO+$mpCq%MlplnWfBD#F z_Bgk0CDeL%bNR>L+ruX>F}J5ZudfI1g?u{D*a|$d*`nAa34BMSNb40yYro%QGoa~4 zJ1}i;oSG%sWr1OrD7v>GNX5C|BM@qHa^2{kEjy7&tf)z9UrsLAoNh{LE_op8QI)=l zgZLTvfKmuSf6jJGR)Bc}ZydA=epqnj5jBuf*Vr+Hi?$hzr)z3C%bzrqHt&DK)I4Yr zC>4?JQIR?^LCK;r4j1nTXW@17hO10u=`n9b-w(!EoTYUaQgsEeW%sMesT#q(erAR_ zH5Cy!F>;B7=e5UcCsXDyx&H0Z$yq+~9KJ%C+NrTLRs;?CJI9}188A_E{&SHLvlkYb zA{?>=x6=}MP&!ZfFqS|5!%b_}r!3{d;O&%46^^Ss6fVU+t}K>2Xb30<#9B7N z?&`Jon8n`|MjxmLynyf)wZ=yh!6Eusm5I5xv8}OiK>OoMenI+rw)ki|4m6JQFnW)G zcXSw~s&VcbR0*3jbGM!i8{m4;rC5%>_oVQDAjO&TGHjgioU7d(KVsTGK-_x#LA1LL z6aAWaSRx{rfqmJ3>n8%JYaJTthoq=y$&_@NL*zwe{ZOaJC&$-fU@f_%~Oz zIYF^0u~uT;`%Ywe7X#FGhaL_OU-#3P$m?t>`BFk_enk<#l$T6SylDAqMC>TY`Lp6H zUf(S+;&Xko8zw2o2eG&@Z*EK0Yu^f`nff{v!N2MU59w>nw`0lj0a4>V>;*il2nl}0 z&KeWx>=;XseTDLum>>H?BTkng(o9m)HA2TKEiWz><|dh^Vh0HG{==0VzH= z+7|(e8tdv&JQ3&T##=@~ukLKX=2{iSSpy8#4o~dH$of}hj&@1o`IUL@|2E~c{Czn- zO3lQ2KZl>@91G)*ZROSftQ*MoKK}dR7h?DI4x_N8b6$cQVq%Wwb2vHoHDRfIq}eG1 z19ugQ>FQBp@O!ZjKOj6f!T^J%nqInkQ1 zfS~B;DDClAF^iwJQ4Q)DIl~6&(n{b9ka!Uj0My5O^Zkc6!6Pxk9Xu&q|1$Al&E@r< zA+i5_34oQ{b*~Q3{|z@QIsZT0Q~~~%Oi~Kikf$7d>$M`irrjvl_C{>akPwUH@wo8N zm5<$kxm`SFNOmrucwF{4IEF&cNF2t+HO&&yHqD~iJ-bm1A7M>NDOfFB`;8ud@$Kg$ z&1BBC7WWl$rL*u~sprm4FO`n?KTOma{k-#LZ{&Wm1zpr*sW+TeUp`r(&r+3iE3AO>t(M7IKwOgy?zGtVTn;qQC>c%AeIpiRg7MH5iES-M{(gy1aobgp(LZ|-!FbZhdg#awaA1L zdo7E|$>Gqo6pK*!8A|(cCBWw4m`ZOYpzzU{V!H(wjIYK*q-V?TR3L$nkIBo=d9Xm` zLMZ{AEKyc1KN8Jn?f>;Ztl&j=rPDAs4-z!$6Y%D$ITAXe^1RTPylFhTC&(p-MP&vn z25u@x@UQ3l7SUVN5!3EjXBP<`KR6Mpo1zkYfZfGotVftTIKsy3V>|RLPFy#?0V}8X>2!G8q3cTIE$%5tf>= zN&rIBdbEDuE;<1ktRu;9n)&H7C3$#)Pw5cdav~M5nYX;8vp(gSe8fB|H%IVVutTw?Op-wql1MOT zYnqJZ!Y3ZIT8A#v7Fi7S4K9Mlxw~^6C(QNrhVoxa`u$biLAG*q{Ng3jG|Zs4yell1 zw9Mddd`C}iQhm_}i|rXs5aXO`I8xPeDOIfTwJ-O+ykySlK!{IiO!6uJ%Nrs{PHuK7 z(l#2L#B3V_*c^vgiB;ypRmC}e2=xxt1hY6uELPK16>Zt|Pxzey(DBF!8}}J-+0j$y z!#OQCp|JwriIIX`A}AG%+%%2gq@Q zgg=C+n*Pj;(W%)byZ9@K3D1$VF1)F&SWR`W!W;I3l$X;XdlhM?Za*14YuLDd*-s^Q zo#h?+>-J*d$v*<~{5uPwin~U*I|Vzh5|qZjiI;Y6@-UsY5HaEUnqC3s|Gj-tz4Q&y zC65*UNcu_QAl8SLP11)6eG)XS+EgIKMMbOla;5aLuYhkZymzu?Cb3R6d$>>QWc4uR z5Pnr*SJe>)e*Ea36sn%+wqNCR!2D5M=bx+ff_pZ0`pd? zL_Ef*UD8z%&ZJQNPRSqT18l^(oghwSSb=%OgOq~djbfNI2JZ2`^m_}?&UMgDnqv0C zhv(vI(Aq}MynCag+K>TmMCcK*k(0)Vyr1dWN?#t37{I#Yy> zpYF9bUwh$NROa(}kYYybf6Fh|+1{8A!-FMC?U`n7sBT}lwiutY2e0ZtV);FqI**eH z_)>a9vCCX4ELfKsn%*&9#$Ns|4SdsI5uo-CUetz2Pc9S-51yld(PShmI&xZF8bo_n z{q!=5rywpbrv(X0M#{u3);!n$+RIRMvHr+B&PgzJIhmhCju6{HF2A)4(_JSaRsc$7 zsSLP6eF)!LVV+Gla88Td=eaXUbwER8y?o>dnij zE1cbWMWAFzSaQG@dj}OhD~#Mm!gPXIdjig;kvhsKei>2&c4afxHL2=%ZVx&Z%!={6 z6Wh*mO?mIZUyO5zW->~&yl5MN;9y*-gGC+7+BBvBIME)2o!)ZFaK!oiXyy~#TXcPh zYa3{gNOoM%Aoo0Td-%8u;RYqKw+IEHD>OKYcu7*9-G-MxokP_Kgj`-Q-=i_T$Tczx z-SC_v`{woSRIL*qSRt9x(%s2+yG2D?bunJT<6Pi@!}EY0b);dGNrO&byOvz`{*%!d zwdqbAOKfkNlQmgJ>Eo>aS1+IIAHd#;Yk!1wohY8dDoV+jyTT!WT`F=Dr~T-5dz*nY zF~<`>dshQp;-K8VRDf7F&}eejCMrj%50RIYmu1p4r5g_D&%!2HT(=Sz(|Ek(9UeaS zt<268^RW?OworpqnvlDfSpce4>z~{V&TL+qtG!dXWU83Ykdp*82hXtx!t<-+3au;_ zqlnn~+g16#b(Il*YP_c2p!o1_9NOT6d@GHq$ct2AF@f1Hg1od<5{+l~W4v?P{SV_0 z5cP=8vKpqPc*l$w5}H`4L8j^Q<}`dNj6}6ttmk**%YXX~l`sC`4Sect!U^c4yv|OM zH-vkWGwIt=!pX8`VX(>m4gPJ^58siwQb^=1O`gT~Z8Ary06Cd|@8azrZi)vQb`N~= znN<*bpY41DJ57wvP#s-%b0ynK-QkQWridq?(-#rp@D#V}kUq4couzORy-y^RhyyF46|F77|b zC~-w=KYDSroua;yox^3pCW$7{15O~BX<;P53(3;(9c6kRqI31x!@XKjq(DANAc-}>Kfow<1JL3>fw4o!-pDIL>S^C~JaSE_<4@aBBGxf_yvVC<|ZlxyU7jMz) zCvl{KZ!LuVVe|$m@aAnipIG-L&hHD-u3Yk>cP)LSy{r{(*t&uGh90ZR>vlL7(hs#n zYO@PN;ACB$Y>g6MkVM}&?GWO|UuCd0uJGdMQl<~!ZSKMa|Gp~bvhcBn`!t!M4++@_ zIT*1}fANYSX)do44}Qj? zUP&BC5e8|9U@$mDjVCJd|6+(9vUdWpl;4)}#pWO`a8U@*TiW)~4@^O!$VmhG3kF{* ze_3Cuoh4-)zvBf)!STom_@o6uC9aFn9rfgHbW<}g9&{igZzMIL*{&a2`=KqE z%S@P`AA@XPH{S*eyT{8TuEBC?(g`-&{$i9s)m>>)tJ&80P;|V0p1-Skd9(1k>ZtEeX0k)=g zHvhj8j^g5h^l5APSa+OV(gH`2n(_Xp#lPZJwxfqf@~jUe!U)^G&CrgNzYPb1!z;j!4`#moWdHahz8kIT4&!J4v!Pawk%+ zevFB{-gzW5_xEk!KESb5GL zIJAmmh%T)n3=2tc=GO^IrZ=BeW+6IOl)ZWq++-=z7O|u$4Nx%|jC1bCJU+0K_E_Sq zp`j!~!^Y#iSVxd*dJT=g$IX7~pOW6kc6-EO-XN>H>(yv87D;f;$9LVA_ph#6Lo5|m zlB*<*(mRK303g$3U`S_4f57^sl&fmZ^?b9apVNCA?9Wz%Sx_%+L9a?b`)uu_En+Ma=_;NtJ`xdd692?<9SP-c_mf4E|3e;2Z*7 z-S3BrSwVoPVqzv**$Mllwy+ev_u;R(D^|PO?JCx8k2KKX?566#PH? zdaST5XH8w&xnDVPkUSreDQMJ9RMbL(5&hJ?X}n@_TqU!Hn@PY!1RP8TtS8EtZYi=L zl|+uU#u5rcz7x>F64GXHgDo^0VR_p9Z+g=z^SlwTUf0X~;vZofENgWu z>efZIX`;L15Cmn+Cz&QUdQ2A+H(`6qIs3-f%Ez~`>7IW;eZZ#6*2aMy@#jT9^IuEp zQnP)#9ufg652VI6QV+!gd|qgtLF+ANDvjR!ju_hidgtHuNZ0VqBbfV-NGIWQ8rh9{ zmlb9bhIOyv0o`l7wCBNtmhf6tn)fKLGpe&OxUq;&l7{E>Z|riGz;@m&u>vU{1%v#Cnge}VAmyKGDzANT zS!Va1_=Zf)H~nOyRPHVTM*Ca?ohxowAO1#6yX^E4F1Vl={#Kthj^P+AUeRu6OeKS@ zSr?NDo}D#bFTiynDNN`}Qi6|p6v}2gzilP22sw; zPICsh!Q{NwpuX5HmiL3qxTJ6U_0nX-R87mxrIx7+KvLDU?S*5dsTDkP>vAklA$PaB z({wG|`hwQO_2k$)Z8(VG6}qq#1Hrwv;qVw`6}Msh~E zI7_}siV`VjvLr0OUa|VUiPW@G;I9%*Z}ZTn7I58XynPauGvyOixV3=Rta48Is=|0! z=i#CNkoVWb)r-2B9>V*7lu&Hj5Y`Q(%TJKN1mbrpZxZ|I{9Z( z_jP>d+Nd(qAul2TmprH2yeHHe!OJq2yJ1(t<>=)6U{-ku2c_WBB)=ioV)%#sJO60N zEwP;d75;<0-z;}b_eXW_*|b8?&%X8*HShl(<~4Rqe{c_7cB$=}`LzFV#@{jMwWiXH zE5}c-8rmAuCv~RxOsmOFZ~wXe+uPgAk#Ye#30P#fj<=C8u?oN&fEm)n4cXMh>mIW^ z%sFihS*6@FD8RXum7BPpEXP&EgTI~s{_cvs{LWne5;P%kU+2+?-=3F;N6n*L(anD+ ze==N@&4t8;>VN*Um2Etpv)Nv5CX&pMKsb_%Y$2Yx*e+?(9=Whcplp2~e=I+FQoY3nv6(@dXmOjreG7=JEtB&B?L7%-c7K>=zm$)?{!FATWQ zFnUt=N$3e3UXZ`dp~9CY%KYA&#-pT9#Di7zL+Dg+aB+(Vht%QtBj`ve&va~f2G{hs zlghSF(C;{#Mz+jYWIdL_VS*K4F_9RarLzxnZ18yuPAxUa`t+ipHtOl=5x>@q`sdur zeFxHWfci3D`I~@r9lZ^fJfvuJY51PuI4~KN+=;%Ro)1$=Gz2Lk|Kv|y5a;@R|C-jV zEz1S}(QI{C6LalzZvZZa0ReFb(l&_loWe(y2yWTr$qRxHoAxa^ZxDbrLYxl+ku3`T zx0mPL>UeDgLNbBG-gW+R5aSHVc9=Wh2k3uxV6Rm}g=zUI%V9OF%WHxth08PgW% znl2QsIHgq+TTmxoxQ=7el9+1X$i)J$9QHCG#r-g}?=L?Q!4PWC00M_m3O7o`Zr4AQuTfau z5lN;sVLr%0q>Dz6QUNq|1wSfWSczDJKoiNsU|Ux=IUnD#Fnn+sxR#OMX{Oh&vA|)7 zH5M%AsFM7u(9k>8j4(= zAOjO%EgmE^jX`@nPnGXiTek{clg&^vymIVGx|K2g*ZQ=;`gZeWUH3Vi?RPq#KNoKv z9p|VWKKyqfuDU#YF7DK;9`h=(hMCi(cq*%_A6#r92$OVb#6^B~Xwjlf9`px3Hs#%K zdHJtO?Bz$8rKKgSn9c8l(pMYq|9LtYa>7dqUfG=~C;Cjvqb@-3%YVn*K?)t;)7L9p z-|w!EZybp#6r(-pTj_%fruqaN@9f|S9&2fILBB<-{|C>l)soPX^(XEJo))c2Z?Yq^ zCy@tNoH40;>PvjpJ*$_0J6`_#@8y8Pr-+f^bAs+m_S5r;`|mgj3@TZrCl9|zJ>qSB zrZ9J-{Yudypv#I=R*uKxThk7`#z4M^k@LLfeDVi83U-_ie8%%?es?ce5}=%3ZAabIru5gXLV;LJF(N?q(q@cdQ_>6=lXeH@t&$Rk6+AKHj&Ph ziH1m{+m?0_)bXta$Xt8$Ivh7;A^qcm;(bBx!TuV^8D22>hMg7a=ROep}&ZknE0|Ndq4v&!7fE@R2@w zwo^9>`I|nl(o7?XxNE$Ob(G%`GfdsaVVHjb_o(W$07o~xKa_GrfMx@-<+5sd7pzGh zlYnb}MGU9uzT#NZRP1C+u^8600!U4ju`yHe6k41|590}b)BR~ONEZ^Rr2$4qHIW%l zJ|G_AW;AGv`GZ?Ld`R zo@>g;v6{rKSwua>0*@UCk|OjZ-Rv66w)$_V|1K*TGYf67pGQ)r67t2^;$6x&VLl+l zs(87Jwy5dW(HvNomijpeHSHaJ|BKmo0*Apu z!j!hTUt!GxdKNwbOgChiWDx$KP^bOR9cGGoDr{A)q8378sHD2jQ8QVSh+Tpc;9X+- z2)lro44942PK!y>F9Aa-;^5M<+cZNj`g#nwrQ# zLn3$7{w*5ZWq@X*95LfV<22eQ`SU+90n;Lo#su9sg0_q^LF;vI0#Q;TDr(=x)q@&bxLx9B!YJf+lx3B#7k&^Bokg^ZOZz)cbfqT}Uc#fW(==~Bx z>T}{nxPVXJey{EgHrLz60?vaLbfvK;M6k(WyNsNqIqGj5g@yUE|jgWgn&I zk&0j*ozx)IXc%d|s_aiMC+o7g|9UEY?RAgvr8Y z_cezFHta7(Deb#wONF8NZC8Xt)z|mjtXpc zt8_o2%0LgKBiDPFR3+|JWF?s*&=0>JD5n3w@qY8<>7#5m2a5+9P{-+cCO9i6S28B6 zC`#X6FILp`^GsOH^f|vK(VZ6c`46+k8FdDODc;RPb=M&DJbf1lNOiN}lkW%@cXOu| ziKa;-GnkhBdCN2H;mtAxW01&Q6oNu;OqYp0?lB^=!*ut4aNg3Zm%klPd;Uu9ehNOd z{xfr>a5_-E^s#zr=B?GI%Teo37tBWdA76Q~fJzREE92h3fX|OC+q=9(&vAoxM67k1j6-Xgd>-?oShWk7& zO4dnLWq>uBPl<(FQy;IZU9L$6a-71?UWmA`EHq>w1`L}7GOPpq&=r#YnRDWiGlWw@ zR8JypQc%4wlcz#8oiB+bxv0!T_e9O;%TZ@1EB1`8@@d)?v*WqpjTo#`t$m028L;gV$pqLIQ zVw+v1?9If35vMpxh3Pkfv7@#1=Wm`mXX+2)UVv>jOcz0)T& z5cl^}SvrvhK4hZJ-B@u}PfK4XJ)M!(9Y;l;7c`L{qcRV|`dvml+Gi6!iz*QM#NIwf z4;4R6Xw|lnNZjsfS&Vn;bixFEVI3&f6Uq^r!!0)6ciHSD_C!`jjF&TJ7P@d&s#St< zPRi#l$+kl?J5b%OT$V4YL2iwW)KJ!W`}2F)1x9@x(XXi%cB1D|P4su;@**Bl7e-&S^1Qv7 zO~+QbhMzoLb)44QfS@qQ6#yb&V!^)B`D?3g)Zu`~MlH3%?QBCXKxQNliftej*H}~= zBjQd-ts64Fj|d~}7nv6EXH6(%*AdT%DD*X^|AF~@eO36GCxvPnyb2m&B@Qv1&q`*0 z;vAM&NW-f8Ku6F*1swy271DH89u}ap2@%V+{K0_v3`kY32va&u8cP3cEYUxUHb?mi zC4(M)ocwiXUQmp46wa`X$KapT9bw_l+bQ4QIhxBTJ#<}mPCqnuSl)}2u?+z|ceAtZ zUuhy2)eJ|EN2G<>;G+Eb^v9pRYL9lACl0(r%v7y1Hp;I{CS$_mCs74!>yi6W8}7~d z+l6O^vH$PGe-%IKQVR;Dmv?zRzaS3 z7JTyJbYC|LsdObicg4;IQW%+x6}1Jp;&?>+e)bRokej~|L*5O)na`rBSdUaryKmph zeoopwefjfmS`&{5^C}*&vioO6=9_41?HcFCb>Q9F3(fItdW8AHoVu3-UJ za&(L=%Ad%Aq}gnBcwyDGk4&p|=$E9KZCi>3pqV(LF%L?zc5gWO?i7oQ*~Rew(o$WP z;@sGWgxZ(EedImsc{^|ZZT497_4aUHkMa?eA4g69jqPYk|NV}*L;WDqryd`y)GVLy ztyCp~uhjbEG*&f#3^>S118hFdZ(J72A}rCzb=0tYtiLG`Rbv^uM`Ll`LIe8UYn-w%bg>q^+`1#~9<>EML;)X(3#TW9cB0hV7V#{W;b!1*%>z-x*_?m#7Kg=!ugx>_jNT`Dvy_6dy03MWr!Az8>rV^-~7i2gnjfiH9>y>fDvM z9WGy?nB2MLt8xTCqT7{?L~QMZRn(*A7|?e}OrmJxAp#}KofU=AC_Bz1bl>ty$%u~G zeZ&CKiHAc;;v`cd71$T_4dzx>4x?>4wD7Chuk4+__VT!4&?ks>u^!T)kz-wLLH8|D zOCl4BJGwg1!u~#&9Ya1JjHZ1uSatFcyJ#u}XjWxOwq>9Wiiro>h9>p6bM z<$gkT0k>yKVir0NTHN||nRr<8J}*cyDgthn3rWkFv%2sJh~W~B{y{}8x)D4yTV#lT zk+Jz44;5Dp{zGv;?;|D*GO`hah@0`UIh^|e{1!UZ#5;ZT-T2O*#0MXH{OHz1aM9rL zLK|r-H;?z)hc8@fmvkugY;qbFYZzs7&)pDVj0Xe?-e9y1BXS@q37R~aqC1e_Q9*)d zp0JLXynu6mEN&M8I*R)AN+J>w3nc9#qarzD5m`$nqI*NWJNoszLZp$|AezCPT|Q0n zSpueF_xpNY!F^+C6lzUsIf5BSMm*|+8zL)_D32LaFTJzDAbzptagR%qB^y7)ElDzo zj2RXz1c`?&pmH2!cw48^m`CnU67@fHUAPzHMoJDs#_cByDLWm!FnO>=P&Nk?xiGce zw4q8Z9J?pT)(44Sg&A$-xD>V@x32&0N^>;3lymbEonxn}1!Yq~W|mc{w?WVcwC5^M z9z4F2l^9Lr(A1w}_AQ(*BpITMU*=%=K+fvS@?x0x+@Z1#1fU0(GNpDD<{YhR*^)Ss z<>WZ<0Jk5grdB$@Yk>fg?$=cm!NcD zjW4Vyxi6XoO`@?)s&Uw$uzD(=KJUUwmKUE}4;=Ommw%6UQPe1lN{j=j1!qxe& z_>U6bIa?&RSJAbQh`D;07$>`Mmu|=5-JwJ>&mg!Hp|B=pCv**8mH81{kh5TwHD2kR|2~M284tn8hv4|vnt4ezH_wTpNAhC7sk4IO$ zNi{+49p93^vafC*+hIMJ;02nr-ABKim%rP8v#Wd8AZK)>Rfv>_T>jlPe>bNb=Irh9 zFWj!j!BMv9JEUdpaq#Egm4}B5Z$gKIzb;? z>Jp$kdq6k+^6VS`x43(S&k4_vp(GAQmt@EAX1u#f3f?YZ7%0nm0htbzkKpAIlOEJJ zA>M~6JEqJF%HwfMRgO5D%PMM3j0_Gc7w0j0fq;icrHcqkdgU|(RSNj@_KS(O4`i`o zFGQrnj!e?J%7A)f$a30*@q-r#ebw@rltM+CpQx>fv`bvM?jfO>^=8Fq%bicJiLls` z%d@3(X0Yc;5b7mmgc|n-B)E^dK$KFSUoM%22RTD^Z5z$$SCKIrQm+gk*}IkzldEC( zGpkDOM+xxxhVMAz2n!41eOhGz=f*1fXm^OdNZwET%=fJ`Q`>AVbOcZCtx_DFARmMV zEsU_l3U(oRdwWyeD#$qow{+~D|kV9{t zwp7*zhX}|=>{3~5pgEqw1oNC}y4}Qi&KP0|fch?E;NXBh@FSwQPncn9#~(w@DOYr zQ>X3=yx*gz+!dM00EV+ZHA4aV*m?ErLaSU%mQeYMm7l?#xTdiL8_&zLrF0^rSg-Ud zAx0s zV=4TKSIi4@RVB;97QEKpK1~?ysx`>2cxfa^!^7l(VLDM^R&CAFhXzXrNe%~p<2f91 z+t6B8a@n7#Lgo)_WZdD|=vg?p*%O3Q z%j=v-7`ttDyH2mSp88(v#PB)V7^pvSqApfk!u(~sqbRk@a#q{LxG4yS@$_a*65Y9u z62H9eAjlnI`SB7OmTEf1)@jnJS3ce7vKXS*ta;9wCpbNcB%JagIdKh2k7O2;425)} z{oXJ=Xc|XrF_nHTj}r~j(GFJ`!y^)Xo6e#JGOIXJZlu0!Bp2)SYhuCAw(rekCKDTPr2hkHA(PqcKvZ-q>9bF0Wg^mSylcc ztpjoXPxUh9(eG`-O>u{CoBO#Pa|c7(4VV4ax6;Qk@v~=T`@T!Kxlq0T{|+Jd{f2wZ zs_zTNygVZm!#x)91sj3I@08oWdBOtK?{Ou0E_e40Gj@cwbfqc;H+pW!^mlWmm4D1o zsJK!M)9}nHymQKl17Xi(7wkfXvEUF)ds9wE<3l2$+r%{J@K^wn5Gj92A ziXt;7-e!IRf$6JoD8g}D&uh}!cuVi`K;&rMzW4Z(;xT2`R&JmJZ zq@0SiNc}2VqT&YlEs=UaT(&0U*_qoUm)*BS^K!<{CzuLVpE^19PRLgBcMY$g{PLB!5Mu7aq-enVghn}&aU<8!LP=$ zxV$0Va;5??))R&iQ+*j6?>Mif9B`aia1)2AErup&?WOHig{tpm@HO{8YtK_S&m0WM zo4VuDp4je3|MV#iQRIrlhRLecfv5#d!on+IPB(qZ7dk?eBUmP*9fuQRUFn0V%JMX; zwgtp=my<{AA2p}H(*M<4e_cCpjIKH?YLMIZXUY`|kx8+3^MDU$Xz3sFI2M?vD`79M zYlBV~Eag!yNzQ)N_igo-E9SMv_q3M{K@Zevmx$;24o67<{8;;31} z*{D2Y8+;}g^%JBtha(tx7}zH6DHB_+dt7x82knkW)!udOVGWr9$5v5&p$X zcVo!JMnCE-%Q%Ws3w9Wda<0*_0yHu02it;7A407CvS8*iB8PJm^C^_|Z|vjbv&u6# z?R}Xu`Gb~BDQh;|m+PJOBxa_xN`IDZr&G!n(XIE~ZUvdm)OGzTv<^LVv3+n}r};4c zx#ks|8{#6YHD@R({+>U1j2U(4`*boPCN2F{cf%VmUTABI zMR^By{<;yn^K0+tJRV7SQ-dSSKNS21`u-6;YwP~u|GUImsNQ(%hnd~!X^)rNZQ6Rz z$1!W~Iv@9S;f;P7N=r%(4v5ow0#b&SH81SXxRSH?1qxI)6@&L&#+E7iWkpI>HBSqu8G!Q%P&D=capAz(f?R7Uz`2XB>O#$a&#OJ zuK$E=klob06T0YK$km|~d-eBQ@RQRXC8=gljAs2VhV<%;#L5u8#ZxjHyY}s3UhUIz zOfhn)UUfX-6F;%N%>|cd#RJrzW^>AU;u0MU==kj<=Yy|28~K|T=~8Hq!Il`3MK;i2 z5pTkDkp)lviY|Fha9(S7W!yaypxu1wh#^{M3)p2ad6<+-zi^lH0|IR*lP3=`5nd?v zq92e!DqKx{wMkx$P?=8`=Vx62mgVp|_V?m7 zw)m;8`rGd|g_pKc1Nqr@onoy5y*P(^+xd7>vLMc)1I9KH&`@M9kqp95PZ@2OD+c(f z(?^lKF}qb?{KlD_zi*^MY+ zZ|0Wg0t2+;(w^bX42z|eckwXSsNE9%i{~=#qfJc0g;QEtoaC_vhpK^jX8w|3VV!my zX`>-WgHZyxmAW#xqc1T z6bT($Qj}h1cW%m(CVIH{^2)^KD4IJ08O=PmDA(EO>qie%Ap_`&0%eNegS@I<%0gLc zXTB)Q-_!@p?I!n)Y6Ke?5}d9Ps5xHQr*e?1e)_N?mj}-)U-@J|`nlo%?aAN&qIX%< zTAk_>$)CW|<$391_-HI@FZ$a#_ghAYUOTSO)9>`R#SItF&n3JSfUM5nlOh_`SoR#n zRoN@ndxMy~x}Mmtc5WfWq%&tPia?%RQIlaQ+iWe_CK@wljK(ZjINn)1jze&PGG`Lo z)iTAPvY_`m*u9XS5So%vt8+k6)6DH4rvHzlvy5wkecLdM0V9T^Q()kb7(Gfv>8{b8 zqY()O8Q?>ANrxgZ8Wb2g3CYnZDIp<93lf4D@BZ)SecXQc?)$pV^EhlpvZxJRoIzHZ zRc;jkU=}ws=n2qhR+SO1?VDaU*JBn3qWYFmU+T9xxn3TxEVesL2cAgT6^~*iTqyZw zOfm|?YCo@iyRX~5a{1Kp3Fq4H-R&0SrG;+9 ze(c_fR(xHaR)V*1m!=*~t-r_=uQx2I)&+SEA{C%b_Y@(ijk}0{hlCQ<*$|g~-oK+o z^By0r#__C@l%3lzQ~!*bUcedK@&CVH6F%w=9P4NqId%@LL>#;Rl4iZ7ko@_mcYUYb zuk_~Og8G2NXPRA-nF?}AizfL|ab2Z2PraVpF@&GxL;w-?9MSkqQ|G_r*i z9dUV9|M=sN-r|%QgMvRHW{L`legeh8m=a0l> z6MUq3#|L3tM&Ta%}LRm1AaHxFG14Rw1N0|Pvz zy`8qlpLzfyDH5Nslbu4A>U%Ji>`=v^m=L3~&;N!$cIlizSQGIhDiSZOQN5GG%MJ+X zX1oV2+E;3XGhap4EDgtlouPfvcq4ne^BZY}uT5=i!f6B{?+tYsuK0-JHSsNBWe}ZTa^D(+mMb{vj7{e{b&*Gr|znA4*Ap zb*_N)f~4h;#;qogf&zw7Uz-{`(y~p`*Wz789g%IQqEQ7@(mbdm#J)(SQTG={3jK(xPU$y5$G?AW-oWw#M$1r56E!hj z*ETM2@QbRene09LdrL5m{ULPDpIgW$m6HtRpWL-!f{Zi7I=xcbq?e(^0FAN9VGkU6 z1x3>+zfHZZ%%ai7=WS3YGQ;>ut7TD)hQ7HdIV@CiL9j(9Q|LixD&2UV(x(C1$ig>< zQ6mzT;Mz)^@*DMOvw%kv0dHjNGbdwV%zB{l z&3Mge^@a3o0$rL$L@M`(8p{f0Em!7Xm_GU!kkM_25j1a>#P1qVMhz_3dU5mT{O!M^ zTl@K20+o9`^jz;_=*jb?Hpy)f?iV&6@#MFI-qk%u5w&LjyBHnopRbFBX=^puwpXw1 z#x}PytR(3vN~&u4-mbiVVrD1fP0R5_p!2gXOEXfD#0w*)-8x2V^I2%PRlB}iU&XzZ zc_?3RR$O)Zwk+2nE9K71uDNUN#h>W=-**2jb~HRDe?-7lJf=ANLNfb%Io_ZM9Q^G$ zFa&xTdlKNhBETPhI-}k*=}O+pnB+x{AK)|KwI{nSHkbN(NOwacTdw(iE`6-Qg!~Ji zyRs%1=&N9VF08!WVc*f{Kq*1r;5`mSv6^miPp>&(1oqz;Rs0?YX(Wg27!4I30ohR5P~+uzO>{XuXV@JJ64V+|=fQHH0{DRn z7E}on(_^IFNW?%SQ5>r!gGN!CSd7%@SUR1bxYdliYOj(k*(15L{Wt=2AW_kyi|`wo z=bzbt1#v|4{mklH(h=#>8B+M{pb#=GZ_uT050p)V# z(4;;VP*9$5<@H`tmCPuotaGy|{6~gVfnA^twdJ}me{bS@=n-9{dIC`&M71m}x!Wc@ z+(gWqZM^UGXvcXj{lXl((`+aKD1WwGr zG$zzdl-zyQ?>uUj=I_W{DU0lP6FV^8;-6_EPr@OA;qAb99O~@ewqmT}Ni0u%Bqs^- zwbU^S(y5LQJwHho`EJRJmstQ~>mD8B^&y5ynf^f(A63@!t9rWLuNDhpF&Ga)xzrM@ z`p8Pkxs^@jJL46U_qN?B z-1Fq8vZGE%dAKp<;zv;!rBt1C=u#u$(qJ2bCDA9ih;zgixI04iD{csXbu76 ziHncSBQUi{K*i~mUkR8w0iu!O8&esz{^dVXBnIShEq7J4uOOqy`iA^`c$y>Uh~3K@ zm&c<&9`1sf14zl;m#gmMT>o4o)K*H_hx&exK3r+=_Nv?a_J?#$&|Ks} zlZL2jp9i4CZCj0q6?@D~?)@YzW46IlzI+bfEhr_yj5$t(Tx)aHJF`=E25Hp4ksC`qOQOR2&)NBj45gLTv3{CJT}8c!&*|G zSHO!%$nS8Qk9Xj~7hKen-r>8}5+pMtMhip-wRhNL<9FyDu|XSX)dKR#hHr2YPE*M3 zm;|U!pBC!1IApxmZn)i1e}S6{MaK9ME*8zJByE+(17ur8_!C%g0El$f?wIAis2T zQJ9jg1e02YZ1TJie@KLcnCJ7&9zHZ+hKM#kmdMQLn!mzsklXk}TIV4y%_+MhevR;N z&2oSzxDbHl<|^Hjd%J6JA<`V7W(5QVTfSr>i@-o< zJdz9CyZCI%#VEDm?>N|%4d~g($p}MW%f9>nDim>fjdAs64x7dYtlNskPiJSu7`hfJ zr-?l3P^i3w@-iEiLQ-wn@dh5=>Zv4f31)#G?ZlW`ln?O+333BjwNxC0B$OCb3Z`Rc za~brim2%AM8s@oW5~UR+f$jq}+DOq zaT_Y$xXO#^J< zf%gm9?N=(^Vej_8cNz-cosHO;6;X9wDamh}-@jF5lg|hnFLM1Eupqy4w^~~Fc1&*Bu!QhkoS`ee$nJsf(QM>sBrz(FF%A~xy`?yXRI=%d ze)`ONTf2njTFeloGA(%5OdWbYTNc#`mCaJ8m98v8wX-A&!f0I6VeDuOBEw&6K~V|v zsxcltdL8guuVRe${RM6VGh(Fxd;z$VRW4DuQ)ZA@pLSS$uL;Xmmak{J})WQp0R1A;gda%0i|7?m-8Tm;Q%;1#vI z&5sPtG@ipNlpiaq!c8TCuEvO-mg{vbH6ON$4`i4@(W0&=!fsa#66QQFr%88Y8&xMI ztgBPJJN(^25)f{2U&We3Zd zZU0M2A;_1Qf4Ip@C?=%Dqe=#|c{B1>OdoE)A!KvEQ!AK$4q3aLR|+;&Oy#&tEcOu` zu?-Zq3Kuc0FxvZ6IJ#>qE8+`he9c%>UYilSCt&R?!p;~U@)J9K;b4g_LUA)$GH~R1 z5RqGPuaC(}s4S&FlbtOdC3@6zooA!+Dz`pTwv~UU{88+ZTR&B?O|*~moDc?YL3#8< zPdYRt%i>ycw;X5k-^ug?N*AU2O4`NlZw?ZAV)-+Wc9y|qSZK#vzUZzQO#31+*TIh; z=-Qx!haoPG<1SY5kN@HBq_CHYijMHqxdUbfRN)DPFm#5|=o_Vw7&#-Y0=dHdfD%DI zW@(YJEF-w6?4!sNFe$f$k9e15k0CvXMl>9qs|RMalDeZ|O4kg%0Rs)i zBUI`IL~nC6k~(=BRLR&PL`50d$vp3R6gx3EQ4}2>sToVE6Xh9n{nF6iVZ}m^;gbKxRrs+BMQIi zkSY~Lc$4d(AfII2#-VME7)kVquz#2OR1y{%>?fLAGw>#Y69zLC(ZZn;K0+f$+=j6rTQ^hl+i-a_Z{QX?QMOSZd2S6E8=JOZfa}LGC{vupf_&&w3259#>r2**y9^#k?fc<2pj>VEF5b-%fdD6hWrk{4MH9KvNeBc7M47eRJt_ zyOku09=W{V^LN+$*P}P*!VS4jarH8#FyE&V9zUjDI* zYng2e#u#yn+(}Sn9*2Sq`jmt;qTbU%$Jo*x7}*~qTF#KA4AN62OP|1g^R+*bPb0#r zcEE^n_`1%$8;Kri2@xEK__blSSmjKi1TAa-S!gMUMqr9@A|9DyG=&Uv_<-_wA|&OD z7rFFyn0=O@k~(ROhTf~52$d-3X>%a?Cde#sd&f-K= z7VpEQoLWj%=JtgEyDur z7QiQHO1^(LJ*MYPB&=`4#7TrVgy<{KF^Ee!&n zk%7?x6SQ~0CEn>HmHr5Px~oAtAY^8FY!EWOAWU-Qsq8>R8P88(9a2mz5RPn7SS*{8 z5&{sku~~U!^d0-?k55?l3$hiMMMPi#D|%o!bf@%eP_Fe#oeRn->)Z3VP*=NtkAp5lS*Vk*Yk?FQfX&$j`%naFEG_{#Zg$VVS{~SZBf9)BQ;5FcbbE zWFYcsjx$dpY$BEzI3NB6Ma(KW|JBJ!Q)NY0oM~|s${#O0*Ooa+g=Ao zgbXh?;?uWTq0<}ObIQ|5=ku9lp4hUzSzu~%si}-M+jCxiO$se&29z7m|Pq254tq?8BQagL2@ba-;Ir)*QTHW=!l8I0s%VH{+;Qsn1B zWU7HC_$8^WZ(?fU2+noi%=k<1m=K!gaR>jIJXSge>r_3}VDTK<<=3Oi#=m#7n1O6E zS#M2m_lv)2nK~J;(r-YdWn{j$Z`0g)z4U`l`LVgzXBZ0FJUUEeTAqnr?IN}B4h{D5 z8oU23j^?h_`hWG8F0PH%f~RsqzP9WC9YcLQJK_juPd4t;6M;9RS3t5rTk{#i zuumvHwKONT5z#^1cBJV8Z^JtT&>lj`cNEb7-O41ZV zhYv>Doa5ycba$MpRZSUTxsW+9w)2|pjjLag#y&(=SqPzI(?HY$G=ZX+^7&HvfWWV$ z%jGJ)<#Z!smEi8spEpszghYK)(K+7Oi=8)$?i&<_swojV3eJWo=^Doh^m`IJRrJNc zd|oe-DW#q_JB1(mVz1_}no_Z8rD{2!pLRLsn;lr#)pTCQz7L10Ze8aQ06*6{EhE-5 zG@a!ZqarTeYHG6yd1uIEA9LN#e%>2BjwH2kBGp!haJ=bbrPFyDPwX3dO=ok3u663} zG&6muAkcNWV6AU`zk`!zi~!AMb;NSgL|q8q!{mX4X;bvn)QQA%fMD3n;CxmAcydH9 zZV>YWolC@+U%zZZpAbI3M5Qzpo?)m8Bc;jI8`pau2L`f;=?m05q+s1Pg6{hG{**#> z!#L~Ov&@q0D*AeR$%DaK8xEH_tkE6{6Hm%iM0sUNNqs;Cd>``Z;_D=UAYpT)*e2{Q z*3MbIx}*dgF}~>X2h|udM&`;$6I^_JB9qd7maQzQWVB1AYVg$luD!u3!5H%Q!@xm` z9DBm4XCRzYNJ-?NqPj+hJ6Q-&{&{O8Mtv}L-QVRYC~MG_mJN&9np%TX&2V?-!SM&xR#QMilMhly* zPY7S9N@ES8)&O0!x2_Z9lg{FWmRAx^8^g83gE4h9YtH})C)m)-L@kU@#$bNhS4z65}-(qad7^!s}pNrNUzdIp`^k@s(e`KZ+SoPu>`U5i3lu7 zSR*sO40^s3e{mLnxoz|yBe65y=(IY)6s1Pdn;U^tiek*-CVlNfnbMn6p*F73d07Sgz>JbNJE_C3hPN@-}`BY-)4vnfV;?M3oS*{Q4yA3PQH! zDUDh&Z)jy^yG?sDBy#*_IN|%wFp2esT}0T*Emr{V>xaP^*91;>FyU4vgFW&t_-TLp z@f}6H!h)UW;U^U8JI_-00NsZa2FI1^Vwip!Su48W%FbW9wKvc~_DT!-yHi6J3$@GE zVWKH+HPqfQ5>n&S%&AAp0*A#UkSE>zsembyo`|~oT%iMvA$iOvTjn^#Rk2%S% zAcwfgT}VQ4pL>MXQF3q*7Lsaap5Q!2#3kZhMG?E+p|Bsk^DOJ9H(zw}g_$k6J%At8 z*{PY1(NXY~wz?8Y+9Un6xpSjB2$9yVSA}4K8TC3~(|vB&#v5N(6Fe8hvQ3tE+?<}_ zoPZghd*Q7~F*>eo$rEHP1OdC^)hYNU4X0|eiuso@2ZWcDc<^RA*`qEqQ|C#= zx&v1bpy-J4b;L;Dr>`HX^>V6FBa@Mb@6hRxKK0A5ab|e3ScG6CG-D;Mll_n;)m&VL1je*8U*pTvVfj_VJl&XAUCiNxAvC-vyw?Y0%@zPJPMv)qN>kgBy_`32TD& zD`EEiAOKdCs2DKPZ_VEluZ{amRQx=lSVe=t) zqAT0ed_MjOd`tYHaCHXmi1iT0-8(e}y3EMns!Ds4$+92|oyUEcLHPh<#s7XE-k6c* zd?#F!^#1>vbR+aXBFNA7m1Xez#n1QF_D_6N0w*u7c;u-S%0nK*^1I)>b@=a`wdKFe z8$zjdaz{Eie7yNe<@QbrCy2zZ*jwVNSuCdEe2MG{yg+YuC5M^Ay1aW=Z7Hhu8*!w< z>m&Cof!FQpkACM&8JLAqyPsc#`q&`~O! z8k_tONQTzFGxEswr_|fscE5!S+52DU-~x6B)d^LVS$vkV8y3WHrXkN#)eDZhl<*j5 z?<}}TNUAT(-lu1R;=Wchnv{`cEJVaf8SNY`lSvYT`3}RB)2=h_1OitWYfPw z(zgYvZ4dkY=Zfy+OERwvV8oYj6gmO9-3cornDLnIGbleP%-W=w1!YV+oE0nfdQ9$5 zIqsJ=kzG&Mq$ZQHBuM%P1t{L#)= zH_3f-N>#a&i?`WY7kQTc{ zV4enA7-hIDdcKO^^S!X}SRjfmtxC3$Fl!6Fl!COQ| zZ1I9SK4FG1x)(Vpm5$(YW;O7(`eZrInEY#(;Phl{9y&_cq7Qm!I> z|AJN$2N=pdP-D>pO|me`d5dk(=s`D>SQ2&DA;GR$vLG;50V-QflycinPR*Pix_4Qi zScNs=kF=AOjiuC%%3d#rypqv&7WrCB1GJPkGsHGoMl94gPjbkurE)z!$)x3s7`T7j=WGIXmc0` z$ts{@Ncl8Sj@PmI-EtCn0O5NCAH=?BXi?RW8n)RotWa*BlO)q2;-N)Aq`wZIs(#&> zq|~ZsBihUppz0aotC+>+FO8=ua5T=QtCGlU^kwture0V*cYPY)9S`^0u&dseYWqn3 zk*?0Ij$t7!7H3x?HV~nphyh5U&Td~toh$DQy6}>^9=TPRcP~~T1eKCjQ&w*dtsO*h z$pOSkMC{$zE8RWG^8UCxAyk1H7)O&)Y{N4c&D(k-la$~e^}icAePR{Gb7*eU9{;^= z`}pU0VS!158@u53^UHt#e)WeBT~7T={zym*{eNWo{o-wX$nxD|&Zix`^xguk#_}2L z%jF&GRCT)p+>-U(ry$Pi zq6ujHtnUYTWu%&QwBFu=aa!5jnPnZQnD}`7IV$nb^3(8%$mycDo9xP*SX*0Oavly; zF65|rym*t3hm}j|xO_Z0Bbz};-4|Ck%M>*^2Rk(hj_%YK3r{BdQ*bBj02*BOftN$nD; z2KQ-qh;R5Vab9u;675R7C7>Y<1lbly9QytlZhBbvWPglSc?6(@$5D)a!#jY*r@5=j z_6?s<>7LLvZ-ixh?=RntWCbRGMv=Wjw992G7&nLv_5tXgOR7W$Z-~F-df<00wyp$sBda^H%|`tx8?&m`j1W~f^{2wbajp^hTL+lRO(#t~YFfCQc9)xS zY5y722HN(} zRKEbSDey50@*V82`|%I2#p%;EHwA0|eC1y`ZX2}roPdn@-^z#J#&~hmIMhiMGIYjN z$EL6D#^EEKlFFzSl@op_6%1~4p&O5MuX{p3xxVgj+Xhb{A<{MtRx7jQmO$cL@uUW%$Oo^<~6cVW@ zHjoJEmJUX|Cqfh)GAyO*9_}Dy49(lOEYSWsh)pcseAHVDS%UQ&YjM}jN?U3w}7QOMmKw0Lj{e7-?f+^!vwU{>-# zRaJ(zBD@R2Xc*=_iIPqRS7%!wdgSd3;3uczW%r#U<(RJ=z#glYAhGR1b%7-nXDtH$ zufjqveNO1EsAOqtYTo4{`A20LB_do%w6j4hoJnb6xW@oOMf^KSje^6#!!t`_D~XJ` zxt38BwP6C3_UvO3I#DPOn5oG&p0eDXwX6`8$0|ZD^hI*+h8o+p{!?S%7|&uDaN3R2 z_2#ElRJUqIvfX!~l!<5-=(?c=v8GWX6vTQi#CC5U0!zSJl*ES% zPFF^*5y5{if|KH_u;wy3o<=dkkDI(Fe7zF~jUIUP<xWztA^W{tcQK`=*(^)K)P%DRAem}uU3`AduRdUd>`5g(V$lXJsJK9MVGu6 z#RIRvii58r39jvw48j4TX#C&1EWIwM-xw&X*t>njNH<;BX_|BFy4LF}g**Y&TXAaDXW z<2>K23<1IG1$FTQeMCz&4k`_$op;bt=kHRE*XE*P`dMICMJsC>4t@~jG?mn3sTrk` z2~szlImd9I^x=Tj-Rf7kCI+=T3$SSF$WkS1^$2I5ta2TH5%qkExnEffHL;+r45@2$ zTiWIR`?jIcxtlH6VAp?N!hWX26!;QI?;&?zp7xT5-97U1A}_s5RA9{*|4z}|D7~BkG|^GF zFPzNL$oPhsx$#0zBxto=(Ul&YtK48f64yhQWn=ThMJ10_@6ABmI)6~ZQIc}Fu7D_B zgw{|6<8DnC+gGWCt$vjxP)H>gHuoCiQh#K+o|%!RYIXl5?NDAw4#yyPAuME z>ZWRq3o-F62qDsR9+t0l4ulN;2^KJ3!r3g(88{{9HcJJS>tt_kwfgRR^Rvl zRaP(8fnB=6+HJDPNU2UE>^jK-DLLY6l8V&K#>Kv*B(XOgu@m{_|abW?1NWHAvryCshrj)z!V4R z6srhvgc5ao(h9H#T1-4w(;N7fBF;ulJ5FQHa&1argG~a)xFok{^t-Y>*g3O;i;SH8XtL z3-%+|IgMaZl0~PE!V>8Q(<5e(5rWB*;1K-yDu55>8x%MF>G&+keo0N?cgKHSg~KzI zh_KV=Qwl5p5>wL(et$S0_Iw^9vpV{5?a$Xtg9m?K$VIJY^yq!yqtdf+VIU<}qu(O* z@Ef1X<4#o#?9^mLXFiQ3Wkh@)ZT=DIuVtBfUFhR7Cn&-He7aD|17M=-PCXo3BkY4H zpJI{0XYEmlZ&lR0&*LV5#EhR3Y3SR{;8$XoSiU)WZs$JII^-2;-vECo2TMBm)pE18 zZB6(<%br$FPq--T(Pong>#qY|-tR6Wv3u5~KohsleR!*qDdZ=BBX4|3MyiLlVk*fQ zx(l$maZ_ips3ki4HqUxocDikM+f>QjVTo+7C6W{k?_{u{b=o58Ti~GGn#MwnOJ@S( zVpj_RY61Hg2QrHYwG|kU%pv7Km`r3VQD4-lHb!?Oc3N4gjDfStdyp^*NJSQk6{$zW z@kNsvMp2JeL6xtkS*r5rW{kC?6}2F*>=?o!Wj(aP9?HB3QV}VU(!=0J)u~SyOzVJL zO-<<^f-CXY#M76~EsBPefO3D@N0*J+oq;b??VEK-b0|aqQnr`8=ZHT47Z&mJODl~v zA%n5jA9kGKaM%#m^5ruVLYwWE^hje^%MA;*af$wjq?H-)WtEuCrM^wLr?G3v+WjI> z&ft4$$ka{I)v_=1;G}EqS?B1+@0)X)pr>|r{15Lft#?HRf4(pK3rGKOfo*=}bn`b? zNYJ8}`SUk^p*k^nWJhES+ZNNREK%Yt)Xl`u-*%B&dKi=8cP7-&t>0L^(wgP3scEf7 zXWU7zr&nW9Rs<4jY0f3tm?Zk=*3W#g`tR-jCx^GnVH-Sk)$Xo!;zKX+lK4SOJ8>FWWcLb_qH9St8R~`-oN0MqvQV2D+`TNH0)C#RQh~3qmJVgZ&+Gz( z*`>S_V~WX7lv48x0g7yPz~zw#i0&-T*W7zj)D!WRVt0M&M)l2vekCs#hJnlg5)PL< zrC?TKKUPVHk(h`aPI^~Um9X@gGBa`HkKdV%@oRl1cj60Ei%&Y?gONQ{S?b%f+r%0< zeqsV_I5MzM>NG-v`DtD6FWE)W0=7u!tolcxUC=IQVWb^5OnC}z*f`2#=%t?8jsyrW zEt90_-be%_G;Qq(?7+OdmS$VV;Yc#=l5m&k&YdUUkJdUCSvS7Dl8#xf_Q@E{&?(0# z)dLDZ@1R1I*!I{`==+(Xd9}8eXybGS$drER3!$IDb=qeHZIezUOry3B%@z)I|Z{0N;5D-{uAx>k2R zNL1fQZpSRldo#W@i07#h<@;-=k+F*rasC9ug)Dt;5vzMHo@6%#Qk%f}=AO@ShovM7d1Yq{M#cU!^8U~``Q0~e*~ z8cvOU&2-Ca1jpUH*|ugx^}dj-M)`XJRE8lHvp2p`{B5;?*w0x2;e0P&+yNhs(dl*= zl(N?|Ynr0gnt<86@+EbVL7tFZh`i#!Lm(A#0(#2szIh`vu%KM(@CGQiaaImT(JV@o zc35mvET_0AWwc#}_4%%35*?)S^?pvf%>clMA%MFzuh>^TV1$T`os9B5h~fgf_a3NW zlX)nP$G4R-7z^=RoOt`D-v8}df{NHk5Js^{t8W{Q*38(jln+tDuriM%exM@xeedaG z91nj(4F$Q`1p6~$8!gm(XXOvpCOO8sKQ{;oJAYmFRgKll<%mgVpg{>F#grJeN9$HN z!e5sq4yu*F{m<2=Y~6)9RQ#(O)TLYtmS45(B`!?5Y|~jQ0RD$3iFWuB%z-6e#+0yr zAVkDFMm{P?fs&)qV8magMf+mXp9Y4QuNA5M~E zQW=KgjR)PoB`B;zb$t=yhl+bFe&OxUcAqhvIvqWWoQ_Ztf!Mcsx4CM(r8jV|e81b{ zw?BSnb0A$39RDMBMdyS7bpuzXxS6M%5_&{y+cH4R3A~^Zq`{wpp~%Ab6h_`ryF4OJ zb@Ts8HI!=|>pSeQo*wC*7hq1QCRPTecrC7d^4W$E+_lDM7#WZOEqh9if}>)=DgE>n zW2t6ji5m^&$k+O}lL1(0_(4KcWS&H%0AV={BPP_4ApESx>e-Ic;@DAPqYj_JlbdXK1yK zKu=Mmm&YcQFtw6S8O4Z4tBC4J_@YnRJx&QcWCJ9m7#Tba9PxkJaYo9Yj=Vr%9M(MF zIX-S&4+U|^`432_Q@prFgHDAy1fuYZb>-&2%|wao6uni4GS!<7Sn@!2>&$h5W9z?u z(ssT3wlnkXaciNlcYGssK(}jM-`hR_NL5A}MS?LANgx!zpe5G{?K&v~Q$8J)hPY+xx%2FRB3^|JP?NN^c4uQjixzgFh`RP5Q9 zuY|7|rShg#*^`h!6wI)>*SJ!Qvnuob??Jh#B~|iZREC zHrPKwjC+irv%%UhRU4>OOy%Yj1V{5h*Q`?k2$$$rMkk znRAn&k~)55c~`|BD^*%_BCbml$;Pr^*-28)SNEH&XylP-l1Za({YTeO0MY0K&w&8^>I8<@wOrX?i>ZJxW|e&XKuHH5sj zelc2V$%$)#hHvQzgY>Ol&iUbt&Z*bl{7z{6j`h!BxBln9e+|<~~PX zsiqlI4p-2GW4R41Tklu=jJ303!J+K1Olt{JJ0jPTNWWN=mmA0p)aFhmpgXt(Q^&3~ z8z{p~Ylqoeyxo_EmEVF9E{^nALP-IDvV+9JBoZ-x;`gZ7FhFfoBEV+bPPU1cmdzD0 z+dEyQxaE&j_@p6SV7FGh>5!F-liNC>&t(~tCQ(hE!%zg#SX+*>c*szNqX&E8p3rAQ$aE?vYmin z&PgQ&SI|do82WF>1|s5Ex=4nq`!X<}VvnxAdHaz+n`>~JRvKC_@4$7m-sd-v;%rd3 z_oDPXTpY;NC!(g>La{L*=Nd#NH5 zKMnt8I2{^y2Q%|ku#rnTfn zL9*{|s%Jiy_)rTkJW_QTd!OB(3{f1tz2jHj0?te+1{!9eU37`~sg%|xd#)^o!#gx+ zSAoaX;rWVR5l1OZY~4t|8TDdQV)}MYq0Qm^8PEXp$m)EiVF>{WSlVDNo@THXsPU07 zeEL#W^|5Rq8x(R`R~AUjM(Hz}HCML8jjEl|l}h^+2-eYsgyU!B>w_;G8PeBvk0ny2 zQ*{(bx_i3xKQl{j6U;LY@gZEfgg?hT2C&SA2t@%zMEqX#1|yM!H`wE#qO-`zq^=U) zV#Ji|s#<{#2kBUrpesl){Sr+ihN#ksGH;tf3`isMu zHF3&xJ9=9Nmzf5DS~$@=BtFzSu_7S?Dm`5w8o})j2loz5yU_P?n&u=rXX%~mpDY^Y z6;@zL#uT5Olv=-3zf>ng62x=wY83OAPm^u(^TYb?+Mt2yi-qpBb9WZsyoPHS(eyA#dao2Bb(4HXz6Rm0@-ARg>8zjQwhH`n+v+ z-!Ha{8IxyitTZ|7`$cJ`(eWF{CiFX=6ALx-xp2>u1HkOv4vst|4bCMN-u$e-w1efG zLVy&brlCwaK>2KT{OX$HrW=MUt=?vCH67x8p`2$3_}faSEw(wP9MIQ;SUZW@{;PB9 zy{!D8;rFfi%2`2^1Az$ON!m(aMV5Rm^RHW;Q7D(K<{*{s&K#oX@8Qp%-JH(H4?>vT zQYCwDrj-cff3j(tK>xmH$$L8(fx)GA_v|fb+u}>U^!z%rm8`;ZTuK&|d+UH)6uf7}VkF6xl;Y|BK zj?Tl8&Gv1>L=ZbRF)B0~d&MZFwi0S@HDmA5s@2zwouaW-ttd(nd)D5uDK%;rRc-C= zFTd|^$dl)O?&~_w;~3{<;0`=B;6HxZ_JCR#0a1Vh21;n}3V$}fOoIyL&{oVsg(QR) zX0M-ZG%}<#?nED_B?y@E@w}VfoZwe%_7j=4Q}pq4#NU=26z0~EDw^8!He-I^QlHG~ zEE>%6AGBdgB{86jFvO@rUNgx#7ZYL93U1L%g@7{iYU+^dDUH zmfy&%Cf8Y^Orsgd5I5AHTFX9&&joyPu3R)vRz}_PyprO<)z5hSvv>}ndgFVi+S zH<(NNzgvp~V=fQ@@JB&Myb#LzHtx(h8J9E@h}#7O*~_m@!a{@`LB8msrLNhiBFe3V z6xe^`e5%_~C81OqKIUC!l(^pC@!dzK5$_*`hSi>Nh?**d2bX4@_yS$!CxN}kw^-;@ zA6uwGuC!PAzRFs-c+z$nG-(XU zxcDkdAim%(6HgF9)EiaKwxSJ5sH39wG1$`H@$#WY1*B*Q>|c<4L=RD#ueY=V}XK4M){_$|_5J!?>tOBKN?= zD926j)S|ajcOvltngVO=mQ#i+)7i}66>Tjx{=#CQ_{1%0=!dIhs8 z(`Kv;S?qGPdNEDMt=|b93m4M*!hcPzeXnEYT?8Mcp2AUf#_>D`VizcVG} zCuQ*yrBiS@-!R6z!u4gY`81q3YS}o0Tcza?z+NA;skv(FP$+DUWjdWn0jGb73S<;S za?<$_k`58#F8b*}3i931OPqGpssYot!$o}(==k{eU3ZKu(< z%I7n(0iW!=YeKD|&{X$z786OFP4Fv={(yKG_6u62rd>V`_YTCcpzTi_TFRz_Ht z$UAe+XBc-1sxMO~FaRLoV7p_wY*}s~t@XdibPH9rqwKMbA^OYP2T!Fc2G$9=UuG+V ztNSUd_!LO)@M&AfYmB)7=;WbRUf(kd+C>Ak(e(@3J7v2h`T5A6(#Q@+z&ri)GuaB` z9cv!F#ByCJC5(`am1`u)Qg7}3&{J+5on<00(lW}|8jB=vB?4>z{Z-;Yol|DZwY>CO zQ*`q2qKy6HmvmAR;HN-$flAk(u@X?i+&r;$+6^e#+nkenXybtqI`u3<(zAi=Zc;oD zRv;|ull=^Z)!py+piiF$#Q*#<>+<{u_iw#(y)~EnTnr>r_u{_q9~M~4hyT1zfE(+D_1e1Z9ku> zuG4su;m*fH;m8`3s)XUybrMfqKlHeJ4#>hF_5uq_%ArhZ2^<2NrxrsC5N3?`4 zVh1iV6Ld`JY_0{vT^Xeua?uk+m`Kw7>be6OHbR?wdE-d$i-06is!&&Dx6BVCDg-$+oLH ziXtR>P_{BtL25ywcVqp*r`_k%A`y-`zvK3ZmYC);O`nPAJZq&gcb6As^nznbcy|5L zx-dg$wrIGWom`+#djJABTPfL*Qq4KPrCRy=dk+^Zmbil;RRCL7%GTW{-oKtmrU8eI0#0%)ro*NP8T3+EL!Ue9Fb9F{DMD0j=ptTSYK7~m_1*zO$5)j z1`Vk*%$RrwK}Yoz#zen2>yQMs2@H_(is)hNngcvCVqU;Py{8_=2v((~DcZJ^NqFa+ zcyg?1`e~>ne+ixBt~1|00U&A(@Bh8d%uMvUb-WogDfXt&^3A^@ho|q9-_iUstp9Zo z8ugd$>Cfvmi)VAFT*Tod|2^+;t-KzLaV4qybg9uU7E!ky8xw_hBC^F!_Tcd|Bh`xnOooZgH9%F@`jv`LWCutejdT07G(**#K1P{tF!MI3y$> zufm}z!xSulizGGGv;ABLwBvARh5RuS9ll0b@C=M#cJGXHjn*&>1T|#>xS)soI8g=g z%3vuaTu0t{vSdb1h_OjP^iiZ;P-%Y*ZH_+%b-M3Lm9LY!0MonhDNyJEKGLp7G45hI z?7$S$j7}{H^)o%xhzYzGds3q@qc7aUZe6oh`wfKjzFN`MwssS)?C37*(A{_J{Mdjy`0xUV^nk7g+Q0U#06S5jfXh}S(xfJ&b$i#!H> z0nvl}N}3a4RMq#0UkGL~3oHoH2tecrI!F4dNl@$CLko5E(i_2jG`F4ef^LIe2O3v} z=d!&i0KTCkBEc+VwT&? zOVzk{LQRx(fmGC(6A!+pm$Pdsh~i+xjcC6!J!NpMU8@HTB^VnrRqs{B`ytDBbFh$0C}V$A}wAB?)%|Jno+wRO3yA@o$2O6ieVdsiE!(8SL| zn0vGyNWLp5h2DN&{*re*i8X3PK76Sdcd4*D)FQxO=}3DPY1G^L0rn7oeTO)?~*TwYwY0_j`vnJBPZ^94q-G3|Y+R)SY`FXKm_%HBZ>G8)OqxH+5u0MXNmsy|uYof5cy7|Q5jc<~bR-eO9 zUv7MgC%zIZOXU2irK0w-Cx-$v>tUMXNZou+{ykR~vxF=+7=O}qaqhz4m!;RsD&?(& zm#kWuvVy3bvOK=TG(BNaaDiY#%#MNyi=JjVHGRA*`Dh}HK0uwqHHE+qzS4#P7OIje zqy2O43I@w}oOp|Gt9m4-koWhHP!dZk(2ERKhkeorm1Bh;Pk>u;+8RvtlTVpDE{DW#E;K`Giu>#i) zWc~qe)iP0 z&ah`Kr)T6no$H5`;HG+5S@?0JBM~WZR@`c~CGe)NmDpUlylVO4|6b|dm+-=u#7kQL z4sBrX>RdSSlj)&b-{$Im$=DQ5V7gKA)MJ`->||B-iFfdLG^{Z2S!c);V0&7>etUQQ za||ba$EZIBqjH}?DR3vgzO(r04%NRfO+%XEoxH|5j`nTE!vRL@h)hSXJMD8$`nRVR zK>r~>Lb3dBO7DBT5j@M>A!W!HsRy88Qjzc@k3Jz+OVXH#8-^EXd)ShZ*VOFW&=f^u zs0$p?F|p8>CL?i0JpUa;w>x1m<{BvBE>0&te!3nCBhI+GVp>P_1wI-*L&tJ8Vka5$(w6|2pvAU{Je+UYilv(T?NQu!@fLx;H7nA0F8CjGOrzk!B zm4?L~!7?zdz8chS;sJIC&;B-{PTm2r@zHgA+hBjAYx3 zX%9MU;XaD-o^weqbX9%+q+Hshs!~;GC7KnJU$C;p&%c$GPo1$^RY8SA<;N6|>`iJH zqz#)7vIQ7>i2CU95irQB3+|)Fc`o&pkPNzQw?Y&domo2CJ}#OJH>W_v*nC0r?%~-M z;eHumQj%B`#hjjfUqsCqt$jFay(0tXqmls z*-F&2(l4JMy>kxw+-T5{@H|<0KYe9w=l=A+{f`m9u3!E0X!&_C;$QsUz5nB%kKLX7 zIkvxVR_jIWBfo1!7rgW^6#-aCYBjs@rDC!#>THV|=NpFY6yY6+3H_*|r|634j*uxV z%2&I5s_2c^fT}-sr0O6`lsXbayF&JU4gKuwxB~xckyCkOYL=Ot(*7iWE_#CTmK<%f zMZxj+$5d<>8{#@mSz^jS3O+ZPfUhpqWy`IVVkZAD+Gl7N{g>y-U23j$T2xCdf1vmoetflK{ae>W}mOcJz zNYeg*)K)`pl(zlnwe?#lgis|22FzaAT_Czw21!N8-GWZsECWd{X-FTm7# zU(NKehJquEzB%Em4F}QopgKFy zk4{>)l7NhCMrq}Pa0T>K?&Qu{w!q)M@yZc9Z%km*h<3;wXhgJM?u^Q>THnu3+H+e^ zg{^x3{TZ{5V%x$2*1r9ze{|9p$lN&U8=&+d&`D`+i-+Z5;k5SaM2+Z1jkx*#{rS?; z)e{VlPK+%H_ow0!ybN`%j3!8j+gfIbq}PhRS(RJXah!+^RtjEcDNCftX9qstdG`B= zbTeibv->UZwFE5`<2cMu~zc+qlUIRchr{BBJt^AlMVQP!|*HD=*_WLr~Gakq*1o#&De<{j+>azL5Zb7f@X zVhypy#MO&bwo)i-xUkySF8L57A7AlWfjFUQUj#wuvK+fA?syAb;tXBJdg7F)cRI}i z%5Nmktq#Rz9KyPgCVHzo(DvliR5BfDzhf6rk}>m8mOUQypcNWEkz#s(Gk0UoW08|{ zY&~o^Ws{7=ujEi!jObe<7gMBz>)ESP7|NRQ&s6p9G&V;&4ltG^4RX*sFhj$y_veM2 z-wfbmETTlsXvXcV_IfRu2GTgp4bO*7_#QXNTG?Ew)Vj?~{rvi6$pzK+SZ*_RsmLvy zE&sltdUj*7+X-|T=LY9e0#(ZT!y_BCS5=uoL2LcA1p>9TMeu4`+>d$N7__8e4rDrO z_*JoTOuCH_WVFQWd2K$y&49=(kaZKIQcx#Rn_;-Ocg}5} z_C6z7wfZg-GOS;EcN*_%=mv%r6j%?&i{|`y`dGHDH`?z?p0@t)KOafU$k!Pq5YQkMdIkqo6-x%X`Ot;Rq-?4(#86rZ$c`i>RWeJ2m9TKC9I`Q*9nF+*ScUXi<9WZL;iq%x)H4x(y=-3ASXYjNKiccg*nI4T`4&OH9g@5DqnXOzB6ZsXMzUcp!ziDZuxmoat>5pmwt)zM_`4lKUE-zHB%vAuMM57111wNkeuV(jp*0lpcEb zw>IW$|Gs=#Yo; z63e64+VLX4OQW)Ut=#`QRUa|-S&Ry+End5%MA8RWI0iuLldlq8P)Wk)dj9^rbN^hL?0MQv8jnz^5kniKDUdwl+{SP)aB%Q@*YRmAn zSLOUG6|?BwqlQ2S0cMh{4c*Iw;dgIMje3mb2~HFaK7Zc6rYD%dNf)Zo1B1qKIpkVx8!iZ|>wCY1V~p8Z{f;7<0)=q8(Z7Y&og1eI9Ud@U1$EO0{b{0 zPEbY5WHf?@gepN&Z@IuudH3XUU>ZHd>ec z;iB@1vA6bhH+s+k?WGjKNuf`7B~G*UaRU>@Qi97_Db^H%A1VsNTUtN{x40-Q@CAJc z1MY2-5TVZ5g6wFHfSeub(m>RBn!UE2kN8?Xsg6c}XZ*NT+;b`hHD*+Ks{Xc;aO z$u|owSuLf#?Z^tTlsgTHAh9N1U@DF{7KhjH#!b z{O%)+?Z~Lltpva-g|TWjw5lO7>{{?zsO`>2#;+gWeY~ZR=6=NG-yQg|H|maI@x^0d z8UNXW9U0FY{6JrJ}4s+AY{3{X0m5s!s66`|d@ zENBiD$a`XC>S~ariK?h;6Z0aMMKv2Bh%PxQf32A{kEE1#xfA!i`j6npoe=3QvKNhT zRHPjqIG}Y)Lmw`i;5^c<%KB>EBbClZ%i=%QCi3+~{kN;Yq`NBSM3`v+tx-Exbq~jK zL1w_BkD}A@2XQup`^Yv3YbV`qA~Gzld#*RnySL2(Z^<7O^GB+EWnFnCn68Yp+WfEW z^RRorwQ$M*M&xT$^=;pMePd<%pM{Dl#GZt3t*dQwmq=l8WJJ~$21`#T?|0`%?z`Wv zwY_KA_3i9rA@Pdwcky#dT2PO^F4tKysFDfyFXcVHt$F6yU|p76U`{dfy7`9miUuDs zJ-!f#YW)5!L!d{7lh|QBx;syD(fl=e1KD{;p5Yur7-YC*|3hr`=hweqQzatjI*v&` zfm(M$Mp<5JKevT&LPaxl?0V8X_9iLh<>1@NOgg!nEa8-|Q7^3TQk#joTDps$sCi=S zlvOrhtfsz7Z>=H6ZcdepDUFfCtaIC6nP7P1=G3v&u6B|o>YxR+@&;aVgQ_*^nq!OV zbJr=fM2+3vX=_>LwhJb>IdHayp@*2hdVRldo2Kp;sQ%Q5wX}jGAV!yp@T=YZ96dfFTk&TB!2k{ecqX>8an8rW7?d zB}QCG%aTnl+ot1Q;3~NnO%4;t1v$q*CqNNz&tia880?SP6f>7dVI|jG=FM1)*X|V` z7cNI5!sY73ugX3vr@#x|DuUI<`eMzc=|>BX=+j>V0*Hf6 zau6E{?vB?ho{r{FD;tJxkBinUsdUMm!XdZ#TqFUOpISLqvsj2(7%z+s$YG{`A`dyPEKQ6~ z-l}@VHuU?58ga9?%+(56$uW=_(|Qs6?5eQ%bY-@^XygEW7c7Job=qljon&;v90pDm zsqBe$b3TZda49v0H6#i&&$sLz?ypp3ojKcyo5zhH0&CAo%}o}(q}~({qoFYP)$v!) zSvTWO$?Z3J$UNLf#YEcK#u-}k9-iA7#Wctz!K7)%;1SjseNH~yh);2m=aWugQdVz> z&wQn{s_ls4t!txyjHE=|cMB6Z+A(uQXSw_FyiInlXhXIrCm$qMZ}osRw;swkenG1l zBgn4|sax?HummvXnq7wP7{7G$KMYIk-fm_>J*5PX-QHyjRRa4 zaX%Xn!UC&DYWd_Ed40ESC6``Pm#{x{of~AqMqCc%2yk6>F!M9K!j-V*OQuX|H~G|> ztbMeMSJ^R=k6n$YC`|%nY8fMN(VUPhAUCbvjgf*7Rr=%6YMXlA~ z=UyfsWCcHrZWU{Ace@!p!SV6S7)1_WqG|e#fMy!z205GJ%(1;`aMx17V^u%#*#+W? z`%t!=L~Zz%vN%fPc)8P6R9rbS+=E|_8m0^sYMNqa_FyZ0e&h3|rA79x^MEm5FD(f% zFHZskD?6)4m)&lUcX=@LvV`UCnd_GHG(BfIrlc}YK)PGsqsZFJ9yz>&99aeHG4{p# zAhM1P(EFE-Ca=j7S=5*ieW4_BTC3&BK-qzMA1AiqYtcTt4OWJWB$V1*XiqZ0yo1FWB12c`0 zx}VDLU;DK^bjLt-U}_-34~>NwGK*l(X46y>!gp9k?+e04N;;B(;xzj(?4jz^pR!TQ zJ6STL##9x*h^g*y&am+BPqn}54sM?$Z;YQj?mPeYKiN1J!}`-7`|oYP{are)o|G8q zvj4C@KH8;Ws2OggOlttk5i*G(OPKMy04y-!MA zYw6KvCW!Khw|>%f&WMYHF@35#uBQ-oMpnX`#5N8?ontgFS-7lIbc1R)Sh6A;(gVH_ zKDj#~lWp^3#ID0^jbPK?Q5D=_W_8M);0J=yUIMbK?G^4_LIRqq=c0vqPEoWmd;-_h z0LoY3i>X?E+}1Qn>>Xfwmg{AsAf53Q%SO3^Dlu{>8o(#MWb^_vz~5&~JT1;`86r@8 zj-`!(<5ReRDm^<4QLn9?(DxCC$mdkIkA(+T%;cqy@N#kwyz-V&mdh>Zk}JlFlS>y` z-Pv-H)2r|4ZTmAr5FhR?#|8p_xHS4BlO1*v*C^RH4VG? zQ_oBN!=5FPhTgERT6y&nf+rA>ewF#L;?9m)58$sPM;xa!LkvxNkITRL>wAWBbr9m- z?;!jFY(c8)Nv*CcAgkBInaL7mYVi|AZme4FlU7q_ZK17`o|39z*)52||D(~*Ai?j)iPs1f2q>HMBQZ@jcG zBduG@B>O*ReG^~ZSa>J6?Yh8rF1mqfa;vq!bs+hoQW@urBe`wOA2_m{;aa_YLc;iP zN9;lQ$=t$=@0{*@60CB-kLY2qD8H*NgWH|3V+}3`;4d2j<)mLdJxbzT`)Y+x(YFoi zFG|1F`ZK$Z*pPE0zq4eEjxuk%R9T3(WZJa&!W_vnXuu2o_Vszd;rPDH7=G|dp5Wu% z$w1*h-5D89t3Fw8ZmXHUWD=%Ob0vw@inCnMG^`}0aVVWd$3c7k zjXMLCToWNfGp}Hfpsw!r7~H?+A^t7SB2zBn%>e#yM%xvZdva#dm$}K(^xZ`DD43Sj zR76hu(nOVv9(gMH$RtQg_$}0DFqAAvsQD!0qJ*YM3TYj1^i1<@zCt9&HvrCW*WSTM z0~{?AK=T=+y*z<*6hq~N1;&@Z zZ*3s{f@|bpqxnSxp#Tewas;Ps#@@16I*E_6^xSbZbNQ4FgBemEq&s*ZrKjxsl_JnQG&(7+wu#wetL^Tqy*^Dd$0sL}>b^ z^Q?SR9vG22`v&)J^2!F~)Yfq^A0z7E9hVLiQ>QU!7zKAIlBj8mhQ}h0K!}1!siE{g zEJ1^O?E1I8u}W$RP#-74&t^VfZY~1b!dl2?)_Qlh!%85%JI#tWKJG(KbG8q++4dp% za78<4x18RyhC>k8Bx!kgc87Q3&4E2z8lW*~>QRDhD4_(oXPYy{cRs(sJRxGO5N7^m zIhu(P-jOP9t<@^E#H|7jb`Q&N?Pmh0{_Zj5W1|GznE}8 zbDu8yu3N&%&ZvOw_0ilb3(N$pET@rk-Xh{)t=h&f5Egt$X`S3lV0Hf@$D~;~(6(i} zS;e63;$RSfG;B?qo&~J%Z9*suivK0ozcDlCz z_oI8jtBvL`{S4A#&ZeNgX071e9Uc6fiA=m^Z=S{QhyU*cvru>4aS*Ap3!Mr#1fUX` zU}RqZjg2842dh^&7j_LFyH70a^$=MH>!Nw`A0y94@BeL_(Y+vQEWbv$TC)(tQg#2k z33^L}&fYZywRRZzhITC$-K9^&u;06()T1EL>pVL2DGy&`@bp#F z_E)@j) zg9L6}T}C^vj1BL2@I#N&459t~5f%WBe<6;)E4Kqd%<9KV&v%L0yvVRVTN;fa&7wsB zYM$2I&f=FIe7y!M243SOZGBWrj_5ph_nX1tbhmmpzeBq&ewVY;V6?yOR;l&6m%?G^ zb$nj7$wt{P&vs_d>yT!Tyrx9&@3HC~>A$!({kUkmS)5Mj)jmod2*w{kXPa)3)%X1c z{6RYW%yRe4t)8dNIJ_zufu$b==8>x(O8)edAWr3eK};VoRH-660#pHcFou$kSig z6YdH?*kL=f`TWAOo$6T`Io(JuAzX92Lf}ZXbQ?*uKARw^x|;(FpvLopig|tAPEPT8 zWQku1mCbGrNe~U_o|xGR`_1cZanslUl&vV2i0M&Y ze;R9#y5~3Rnmn-h<&O_6tK)vJmxvrWxKJ|G#kMi^9f*h%+@r1`@an$JZ(**nopI&NhGv<{}E zc)OBhaR;{`&+iSuG5ujpcDREYqhE_{;+X1_+lu*L_}ZWn15bZqM{o?jpy{izPpl$* zlF+2LEe%xPp&*0gtO`VSe+8!|7iUg*PI$tAgEm&UzLEGG8G$P_#!WCU^V6Jih{&de zLOW0<>41I||5P3YNVVr2ELE-^|24aa0)|?F=LYOBm3f)T5MxI7YT~4Yv2mw+<1dId zkARE26g-7}(9cki&KPg-J#qlXX-ixdWhc$7P6H)|m7&B<=|~?ga$I3>h+rEzDG*T_ zqmchHf7&a@m)Z!ZEEBj5-^yroKDyluGOus<(PRNU8@f2#sWS2)DSFZV`zuP_vE<+k zrkRaXPGD8WC2yHXcuy`VmO2T-xo!rTO4eBoW;mpBS{dkywPk4x`DmSjPz$gu@ytb; zoPzx?!4a~Yg{isiHa;R<;BT;pGnTGq(WJ^~^cFM6;kK<7+AK?3AYgkkl~kX~M1A%- zGI`Bt0#N6b;Xe z$$N)e5SUn@9kA2U6k&ATH&wZS-khVPV_9`lAGt04@D3ku%_Rg_9)1*}I!yYXA^C&< z4UH{XZe?Fv9Hw0=2K-+9zSJh)3$TC3fA4S0sC76X6Cg;^k(=ty6l$K>WQCAI#odw4 zlGdBCv}>~g!WkuN&=`Z?tOh2LxLUu+aUjLZw`1Nr(vm|7>AgyTexh(g*r#57ovJ2= zj5Owi9Oj{SyV?HIPCDS1;c)&=n|14i+V2~*;uMn_Zc1C`|!hCO`_po?yU02bM;z> ztx3m&V$&(Y^K$bz?Ab*xAmVD(okwUhHOjyTgtU3CdY ziph5_VHEt_L0E{uxppUt?Fvfc1?rUpiLsJV3d4dY z>s2J7BLxFloMZ3*E)97(d?WN7KqiYFeb*R)hTX-)?xbgQfRw|Y!Y6wpd#pi9iTK(8 zs*uLF7ptJd=c31@2eOXd-&wdLT`Y$Qo|z9)I$TM+SCwP%IGUn$9Ix=|+0P^8h^w3Y zW>{SoN12(f>rk3c;rm=n8jB7aJpww`PG#(1kFK>PbOwPLJwQGu*y(^@1B%VEKFqHs zJ}io7j!xY5-}vCI5_Q&}+l?A!XXZwTtlkLE_evoNCbmr6aN#9}H`fR<$|W(5kNJ@NohV6d*3= zSFoOvx+1}07(5VK==#s-i9ht!k12N|d_=W;F+IgT*6XuMRm~x1Eb{|$CvDxF-fm$4 z*@&nuG+WDmoP07X9ew`;z&btvu^&|9IL)iuvv15(6AfLprkdY_IVjK$m08Ni+mb{k zxI|NB9B7G#-%D_lu*12bn~)SJjRNRMM?)RXRsjfT3Qx{v?Of_wQHoe>%3*-{#E!*P-(bUh60y%-?ztxTrA1P5vc(0%AbP=mLrOsC%d% zV5h*Z=vBnwqqzB!7K@=7aa>hETwtPf61m#eGGy$6i^4yhRUNgSUJ>*MQ=~>8LUV5v zxTsrsPoKNO61j}TWga7s~P+I;A-zU6(-yb1y`sd(& z)WRS|mO7{=yP)EyY{4~+;TW&+Pd43-a}d818PpS3(8A4f1H^=zl2r5C5g2X z>?2@QopZ)##sv~-W^#A8vat_h8pG7kqLEaz6b>1z=UDmPESl-ol7+@F3r*!RKsAo$ zug%vizb84jbcSvK(8GKw`WGddB}3*?BcQgTi?UEpkgvF`p88fsp&*1W7SLEjHLxle zDO9kPo>P)HYQd}y%1GK24U~5GL-}xKPe|#vYN{E z($(61zjV`0S;fK(Fzo#<=bRND^G5Cthi*aE6IdL<7=hcPJkwoer zgGMXf;bHtsSqESQk%Tn6AmF3pfp56F7cimqB3F>zTQyMF*c@NQQAqFl+L8`O9G{px zdEuHQpl?lP#)k7=D^R+;{pNR`b5rGkYO@7B{0%@bfUcGkks_n=txy1fP;guRP5p&1 zkm0GG*2`-)kf*2NGoQNTYA<^K!6XlWew7lRAVIdS{eqtO77((&f1@a9+@jgt_m=ymjva3$}hh4+i>tG zq1O9q-s#4>a8ajxsiG<+cq|(60gcWQ`uc*T>vC{E64tH7^u~j3k9mXpR;w6dy8*vQ z>s}7y(sdbL6xC}=#)BWkF7nOh3PHw{CiaqQki+hr*iP#yh*jO6*gMk&TBn2JQ&dmr z(s2)4Z~6EBaI62M5>>W`(dDk8NEh~WPG8U!3J?kWJ&vGGs7t9P$?&0-GJ4Y7;ckSl zqpQ}{u@_Z3#K#B-FsIN)c$f1#&I3x48FVO?Npv&@oG@{n$=(Rnt0|WB+}?K4;81Hq zD%|?jrSDH_zkL!!1>_r!;zg>WlJHBL-kn^`_`b&jZz&n=JmmmRU1myyN->*znNH8e zlwsjhl9aNQ#hh^R(z!yR;lx@>5%QlmpD7bb%zF{g;FCQde|&E&$s7?M#D{egF%ah{ za9{<4l%uCsK>d@j1GJF|WvsoZ!c7vBd@fjl2p(-6$y9=ut5Q3m#@7ZgZobJ*d5Ya!>u!5)Ad@01ng%zdGz#>@o{ZR)VKZAlKD7QlJ1kgmnX{ z2S}RJyogoJKX*0F0D4o>`Qc5YB#)Ltq&xA)WE(+)BRrGU@Kw$mujuXFz? zgn!4Sjy3czq>pq^cC3$|X8V;tYl^R{$b0;J_FA8xtu^V_a_ zVgWiEewcn7?9ek6L;z47R zdLRXS(sZj{70t!wGhWSh5%-oO7>FMOweqGCb@s+RZ{HFKTyL%|7|u7J^nChxIB42a z@ApUSTfU5Y_f`1P;|8Oj>CMIIr9>@oSl<)*j~&6E;uuuMM%wy{J7aEkRwn)B!?%Z8 zUVdTZ8vT1lT`S1(>}$lrE2bMr=X*-lhD;^O3O=DGx2CFM>Sh3;CHBxj)7x<>Hpo+) zRZl4L-#%>PE1^OVUUa-LVJ3bmIHoTfMUeg|Xu|?!S%+KUIT4fEVlqHDXR!R&gGpFc znt_pcUNf!p@EmU0dAe=VTKTbPOJJB76s7PX+O_Dfjr~QMZJ%ght4% zgiNB-Q62?fpj>^}Y<~E{VFgbne@mAo)}F*za<)upgFxX%XrOC-gIrS7HuG)Q_?coA zm2f)ZKX;Y3K;<*#Ex8^Vjx2TrMpQNysppmhj=+aNU+2G@X!BE4g#b0o=LZ5F=+%{*RA$ZFsYm+@ zct5-x!26i#N>MrE>BI|M?IIn1^6t7{6f zNl0^vY^?S!6W~YVnARsya-(iPr?PAaI6aieJTYWCBzI2caDm#{(7rS~ixuGRzvtyT zVLx<0|DU}D4Umvw$?JoBWnd1QofQxO<5b1XX9C@Msc5&}Q0&g~^GUQYC6#L**!w2D z30Xf{WzWr`8_3jTsD;kGp>+ZB1vkr8^o6n*5j4PCV(Z|e|^Y}n(VY=h$1|CGa zo-ENM#i~l{F0C&HS%T8z8wy3aLZwnQ6`)2tq2LS^Y#uDyjCz$?sIp2- zf*$FyCGfs+BC*p@(jl(n+GP|+XX#_QDDQvV`$?4eIv20WGH?~cB~d~tXa+c+dS4)~ zB2{DA9Ew0estoU)uLu?D)OM_Aczx$qPwew>fYbyBrgr>0gN{VVV>wwL>~LNGcMBYlm?|)g4s8LJ2^j+y8ugt#^vFcvt zPuDIzHh$GV4kBLidG9~#_D_$B(!Y9g@~(C$FZY(?nx4u7Px;bM{Y+AHhU=)k;h`zL z_>xuWpb(*`fd>XJ$B*6cSoKq3-M4u_$m2LsyZdtIta+9Z5F@Y2jf&fO1zd3m8-$=KAPa3+={1mS%bJu@0kJUB! z9c~l>2M$ECf^T_`Xy(yp=T={s$7R8|Vkekszt6vb`NbV(H&VrFe0)2uDzq5i^~ak+ z%1kk@M(iz{U{AnB+W0pDfS&p@_pUQbJJjDPJ2ky0t&ZRJn2qW$tkh@h0Ca|je)l8_-`v~l zN6>(Sv&uv=d(Wspz?>i6$!6&cp3>y2lqwlwrdN3cz-B7Oc{x-u;KrT%Caa*zRz$4G z6}1P8dAT}D<9V3bxvNA@JA}@8+K`(>9h@lu18$vB>zPd5;J1?ueME!+h?H{CY0AW` zb4tMo(8;bKcLZ&AGa`M!Smee>PjA@9&9P%^uyPKs!GM7_p^M?mr2&9pFg>!P?~Zp) z5!C*i`{BPwaacVfO1W2(@w2}rxhzDbp3|*!I7yrhMS!PMTTd@oT)S& z>($^@#iU3~WwKf_Sp7w>V3dIxijmYU_P8VXqOsx?!;vxTOMhb53O1?+!X4Q2L5WJC zv2bxT>dSAZXpVff-o2DQ^hnigQcHzUogv?$uH8&=47k7;k}J$dt*ljxO`M`0wkj)d70auDmUh#_I8D>ex-=*^X`OtYWaD;fm5NI1kUXZXz$8 z1mrbXBK&nc@@fNpPhCMZGB|vDfZU;2k%Uv>XLroc>9Jq+{@8mXO0(4Q96H9_3R7F7 zYV~)M;+fw&!OD=t+v<7T;Kg?(=g550@4zKoA|eMhq8{=4G6lSf3oi-=q81up2NZ=Gb5DJl}V-hfghPF|ZBu+!djZ8xZjvK)mQ)e%#9&RH5p&@`CwAhrg1l@nx7}ctzjibmW z&KmPbtf#SJgZ1PL+(z@Uh8I}3U@yOZ*=}+@iuk(r`RAYa17`2JdSBN%LzsEJ-M@eT zV~;&Xuy#*gWeArI{_U+r}dsV+}_8#q!x#5NzSn|@mJNx?BZ=MO>k$nT}A;I4Q z3*>_oA7|Oun$7OD3t_uk!_68q-LkM5<8Ra&(Bz_$lzOB3mXjH@7)*gn_0g2Yq_FX3 zB%)0B?%nHU+|N09u~dAsZ?09c`BQn#=$iqHiJqCYUKL z5CUJU^ja?U3}(a2ol9n$HCxLuhsg|JeZsXIjbbZ`SZd`hz|{M2!0D7yFXcf`(L~|G zzHmz2618{Ch&hsSq1ntSP9MA3wtjZ&D@Ze5<*j-9s7K1Sq(I8pt`yh8=3W$2Pzp{1 z5fMPisGuTx<@7;{b*=>tIY*X!I{~=BH(6blMQ1xN=|e7S%q=8lR+^-&LxI?2ATG=Z zkP%~V)B~^=D2*3)Ll%r`b&(+gdW)mHj6qBv(p?zS*8(PLl~0({}j zg6Xq6FwqoTM8!m=O1cDyxn9slg~ke?DZs%L(C7=H*XVhH;-vz5CnUY-b{0N{&|u>j zcoF*r+&Y5`iMk`e+j$~Z$tCgd=&CFm_Yr@e44*);od=Nn=4 zBo%D}kdmTjpaDV2z7UJDpn8C{rdZz+HB@vYHGni|fUU?9mmp+HeLJqZ4+9}&O0UN} zd0>jz^zkLIZ@-8RQ>|KiVj0yq##ssjL=mu3z&`6>An|Hq$Z78bC`(8PF3}q{h^d1> zEG=mUp!njc$P(9^AiZkXfS}k&xl&Y2_F$9Yh%T>?BRN;@^1lqm5)(}zGTM54xDy~( zD~@t(24RxzKA$f+F08uBA}N(Y&pWT5KzsRp`Q?`t!Rv6<@Cw{Vvf~lm9rO45ePqdQ zsldls0UK&;F2eug{nvhX?rEJiwmjK6pm#KNCOcuAek?l!jXIG!#3(z@J2$xV(mON) zF{(K?oL!!~oQFOP^t?*bQP0wm;@O7A2kcH@p&fUWju*|r2$Pu*SzUio{P(FMpYP3l)$lI{kkXw?Xqe0xjK1hDh3@V~#!v_ggRER+j-YaM zO9F*Y&jv;@G4H&ZU*X&q`LY2*#-AA`KyV||bZZ8s<}@x%1aPr1Arq7Wj#fnaGGbgV z(A3-%=%pZpAxz}O(jzfPtT4w4j@~6>qrjP2qTV7cGaJf#G@%zvZ@yj@$bH1*+g?9` z_A=|m$A?S4nf3nb71c|kuYjE%UX8uX`u5h>#10Vek1o9ndl7#8@yC7htFh61uexj3 zt{ppe+;PVpzW?RoKcDocbMx}+P1)yHzBL95-&$H*Tf;%~{^G5{mPggn!qzsiEG;m! zoe4NwOLmPM&4^~yE|4#cidhvVOOt*=J4IhX0E+0%U9!reMBLR-0U=bemO=G5zox7$ zU=mG%88J;>ij|t9rtDUNsS(lauu*nskg;_N*)q;Fj#dR@y(S7uS|Bur$VJy{IHWg} z=Kt&`=#7J#@n(4oU-+0HtWZ{$D*0uLS&#)UL-e2sC`przGzl$if=f#L)zFf&XQ5R? zm8n*WsWLv|@ExVuj=ez4+!SD1x;{d& zJRBn|K>^{Vk+~2ME)W@x#s-dt8`(6OaicVHXCR^|MoSqzO36~9M?fBI^Gl-wmaayl zfXG;u-NLL`YyqMtFHAH+s{mv{Sr%6m_ZsWRUZ50?#!woo7p&-%EqeyS(ZGjkQwVJq z=q+Ggfj}^dr*xWA9Ha~fVV2E>OE~x>a3KI^0D*u%4cQ*_xoCG};kcWcMwLZsAq0*C z8=(OL4_~j~T$(j5s>G{UdQ1X|GujnUtTB(R5N7RSURXIXTvBR4?A!$DSA-_rC910D zQn^Ht7i5(w5Mx0#f>G(KZL9!_rNkXeuC(RKKluNA&z%*3Ks@--_Ppg7EGf^0n3s~T|wXmB72C|S* z^#Mpz&2g|AeYS=kp1eHsh=l_X_?1yOp^XZp^-ZpVcr8^88U~1QgiNoD4t$rRZUhE~ z&_<)^z^i~*nuUbFK$HN%{^Tb=dGpOT{r&IjufL9%FMs_zd#}Cr+AFWTvV8yhalQ>L zu|8=Pxc>KFM}b}M5U|aiKV*UvDWOA^-f7@Os&_u*(n-RYnG?gk*b%CCUO68^aP&D& zI|n>P`@_kaG!Hy*2=I|~0(T1WBD3rua@lzWrz5WO%4KJ` z9$@E{M{d3jF{hkBY=kh{&Cw_&KtXviBXeXdG!A-X;H!h69%EvwcO)_(@Pesvgo7t{ zXpAWth$Su@Y>m2$A)rcN-LNRh6^FedFxJqH21+j3@U84vK|p|j*eF+7$Blh1rmS%P z!`|JsT3K~}9H+o-(i1@iQf67X?{1<_Itj{jgBeJNLD2KT)`MO|WzcJ?&}u7+N@5hH z(E~vzy^R0oy1q5rcbfHYZ!>JogW0&o9OE}0=A2_*bFJkL2#1|VoOIb|%lnu&WUt3A zPj~2;b!LhQ zJ&w2vyjw7ila#y+kO9s*qSZnMj+2ot(}a!koKesr;r9oDXN z?Oj@0+OlQK?YH0VUlH!uv7?)>TdjMp+ph0_U4H$AG+zPxsk}QfCPl69i+zLa+hn(4 z;I6>=!>-G(Ut)Ww;-}lLM^`Y9df`}RuIlQ8CJM{X;&JP-SrEds7&K`t0|;4_B@>E} zZCPsR`rJmm5Xvnr0}p{wKC}%0w_AyJ=KPQM+oFCPMpD{j>!?~wuvQ;Bg32_ z!xQpcD)VI8F9a~9I8Pne3;;^V)7QU#uL3TWl2Oc@8|D)O9(*x5kBkqJg4YfsKR6BHV_2gcngXT2*S)E z_|y5zfnW(^>PrQ6?g^hTD_Z{Ghr?V%ZWBP5DWL&0)TESu>zq2;QdFzeH0OvC$2|_< zb6en2CxK|fpt#B$PH1LLm?jHhh&e$?BNQFQ05Ew%MK-txK`HjtFv25ART@E8gO$?>QgWe?R5G{kPpv7V$1JaP=~< z@%yh$t)AH9HnLJ+%iH^CB})NO7VP~vYLU8%NxphQm?T;qP%yn(``T#l-n~kwHv}ci zfkMW`%KNiA;MLj-IsPyQlL<9VJ%OVb@u^<@zpm6oTd~ez-5K0AG#ORiD zd;)|u_}pgN5XVRo!v}~K9naB5GenXu$H;KQp~*2rF`;?XxPb!-k*lpDUWuJN88I4? zPlRR&xYtyQM)O~W5j@PIA&nS$9J&NNifEdc`7-O#>j9s6h)6hsnDdnN(ghZ{A?C!= z!3rO;6)rSB_tHYkf!->0oFN>MVG0=_WM~>mx;PxOGUdOyhB^B_9kt=;Az;d_Bx~rx zF+|q_HiXGHewIlY!}JK5j16Lr>@w@$o2vV!-yZvV*EP@`vs;6kFOIK(4;?y$_OoPS ze%0*8>bmNWIs0{%o9vx;-swtv!womsq39l6b^YwwUqy56HR{@n?{<;d-vaBq z1%tBdegEs$4Bssq%^bqlvfid#VKk1}1#Z4JwYw_X2KV;jy^F*6LKC~_tU$qvQIfs8 znl*v9RHQ{J2uOGnEp_tXEgcibT$om~k57g0m?_hWFUjWAnlY+3p}_GmTO=G{#T=PU zJwT)8k#F8hy}5CTd*b4@{Bw^aqZ(oArk*4s4mAArG9LeAqg5l%4GrcXt_;EftBZS< z5G~0ODMCUZ&<)BXe)uG58I>Hp{79Ekb0H`bByd#}6t8lF3@sdJw0ehB0pwrcnA(_^ zV7bJKlzLIrYq_LH^MqKgvS@N;-aKl#O@MXa?Q4cQm2w+x3v(M34(k?1fDnx0BWNW9 zhnOhvHNFw1Wjpghyv!LT!>H(lX2tf(t#Y~obCL?@Nm4-o*Pt=i5`v&jxtJRV1V!C) z;$AC68f|$~Mg*t%;tz|>qlM?zV97NF%vrPw3*V%I-3l+$XsxLAJQoPq>J{tg$_o(c zRG0&03q;$ViiQu99kxnaI|MT;<4%L67E zv|Moj$N%ui71;gP<@fB_vmejDf0mPzCr|!&@%Nvv-sNY3{IAczrrdukI5xGiplI0X z_P8>oc~k_H0;3-BRRgt1i6B<3Q0PuBRLB*_v&z@y$w zY55tmbpnKBITVzsB-5PQP|SI0@pYsRm-Mc~wgU(J``@m;UJ?!-JgE0WWuH*F{Q6dR z=gyt3x3}DKi@$2Mw6xUD)ua6-E4?p;?P#}MkN7v=w)iw_w+BPTB%|>lfNwwSV0syhwh-31G}IC$K;0B;W>#yy+Ddv*rdy+EioFxc zJRkUJQ$P3Ib3R+Zp#_jj8gM>XQ8C*E`Y_?3+12vRK-DE9i2=x9SQe zf+Ub!0>w$amRCRw$+^`fnS=vJYxv@I-?yF-aw1*ifiwjOEj0556JXIvn(SHdFbR-1 z)b@#xkam#mlTk7V3!Vvcija1_0zxILJBB06MLJk0tOcQ5F(VKy%pS2@snd|1LRS}20#waMgz!7De z6&C4YCWgZS;3NZKQ4=N=5n+PGp@PXPvFoXq9|#dO5EwGTZ4J z@?470IRln3&jo@>9bbOX@*o2g2`~W=4M8)?3SE+x2NkqN#X>TK=@Di_9N?iN!%vku zl6*F+K;<^0f})s9<&fKO)B(0w;Wj`ik_v&Narnb4;5;-$9u5Mai0oEwOOXxe<4qqX zJ7MjSbLY-oxNza(#f$zgNNa0ruD!0n`lCmWKC<}xSO5Au+9Cm0F9Vx$|E*rx{gNl)PYjCsZQ9DkfAkbxDCmki;LQrfS2G z!v$?r333MUgp5m^+GPlbId0J930gT~(XX?-d;6!0%HV+m2fUtnEm5XG@rt|(28R~Y z2>hCgO~9$GnmG}?gnJe5O@KL)V$4;Fl~a7aO}Us$W#Qu(#UTcbw+P;sMFP>otVUeaso2S3WCGzN`h2y1JfEX${ZEC{A7zH zbxcO(2aY2<0m8CZ;6@1(Ajv2(Q`6aP`MH7m>Qis(#U&iJfKUmFWIi{KZ4Gb2nsw+L zcdNBp+BMm2j=XqdGC{z}3*Y6DO1Dc_OU-@LqbsNXQK=2$R~eeUsrg_^#qgVFcU$*g zU*`7maM|9dJFg!_yY2dR_>Md7xKzyj*JtnU$i6T3uZH~K#_bBs4gZAG z-Q4|G;~1Ks-1cp?3z`|}D$%u9HmpF+_D4_ac>XTfi&=zxO1qq!N7EtmEfRbjy~#Bx z_{2Ws zN`hIi*t}}0w+K@}05V%6Cw;aP6j(BW+rO4NF+*sLmSjSfD}4U2tMLS1L=+9-8|6ba z5FpxI!{HlmZGZO;R{+k~Q@!gJ1sv`%fe(#J1;i*}wh$B%Wc1A8bBqtHR2(QWRG3D! zb}qCYIYUOzLyB++d#t$eAD<^eHUykS0tJGZFk2c2Xlav1QPv zh5&>T%VNl7TLK|-l5S~K+f8Uzct{wynxl-^ZiKm70c2V#R2xHTCf|hLe9MU1fd0vNtWnSllevJf&|J~>}AYt-SlXMua&4bP!u$tniZwJ}c~ImY)ivZL6@8#LTW(&=LC8PYQ?*pVNuiUKpE5JXJ{A<|YF8GzD428bRl zEx?J%16u?PnV05B6yg$&L;++16fs&tZZ^?yC`uZC80DTK>;URi@-eJ`R%3bKOB!=% z@)QxG82JatN)ER+2r!3lcgPqO2uu`+N1mH9TTdA@FJ2d2ex0FSKApCH@O=LK`R~5_ z&Mo-!&p-dE0-rZ+`yvV@D@4pI>yBYifKV}`F&WBR0pJP?m)&g3n}$N=#ujhyEd+JWVLW_ZOj7CB z5!rH`>|Uw&p|txZ;`!&FcmLJ<+E<|fyS%*Y)b@Fi8|(Nocl{3f3$&~8)~#FJj(6|g z?c*;d{P}1WUAMg?`2Lp<^KUd>@m`ngPxvVs0#Ek0mr>Q55X?K$+iRrOL z#R1_H#?c$K@p+QErN})ExSl@BEb%o~NtZl99bai&r%B$?9?1ac1`Pvk@_ z);|>=Uis1xAJb(-Z$o8~8yVu8O{#qH5HhB?d?aF0auOO?@)U*B6fljC!%w|YZg8F? zK3#^)kw>E%T9}4N8qFU}9DE>cz$P6y9{`#WF4?52jeQ+d3Fn~&Lz0sKfk-A0`1Kw& zhD1a$0p?_kJbaBXJ~xO#b0`2TBA#=GJar)#hydv}HE_nlASTInobL`4OrIQjA>p%w z+Yn5iK(KDP%^4g<;j_*SP^~?}_<3kZV?r}(^O_?B>s-nQP%W??|Tj!~tMLGB!Z6AE_fv~XXTW7n$~ia^E0qbgzhV`^loBnSnByiqb58BAIPsx8VIm5}R|AjOk8 zeM1Tb2dL|*t4^6Ps`4nj&U!^pfnrP9L_5vBFe`mtv)7jwUsqvP!3eXcY$~ChAXPsu z0f7cq#dCH8^n&MfaQZOE0X=8P3xs>1F!lI2Top178ISlJRs#`+@N>0@&^QE)D$9K9 zG*L^FuSCNcM+V0XF~KnwwV)8$MUW94a9QF86Jn$VjWE6xxp9ljD-)w)!6eCwtm+d6 zGDczIySVw1PVaC@EPpzHAW)YyXo6x6vPMQ?Ic5#e^2m9TaiR*N+9A7OoxS>P-g$4#;G=1q+i! zy$}qs+l21lzu#{}{e?Op0Lj=IT+#%B12BI$DI6x;e-#tod3j`rqv_uh*YUVuR%M71o$yTzVcuPiOg@=YHf+DQPVHyXfslj2I+dyD) zl2>T3hRBp6iFJ__HLu8r$v0wL9fiV@!{LBlW05-f{6_;v6EIXlFyZirF2@)Rg#T## z<{g@u;)XCWn;mvp52~D)U)9?yjlap@ceCb8sc#4ZKxljb&N^L8=D5T(H!Mg5nZ%50 zB&AxeM9pGRb6XSz60F?^hb>~XNb1pa9We^HB2eCNCfs=xIAkdT8!`j|8pYJ}mKEUW zvcW?fd^mdH=d+#zJXeqlP?q=xpS&>P8?~g>WS^Zn=^Pe7xN6rpJ{%KF2+b^00YVo@ zQ^r-y9LqPlyycrA2v&&G)@4@3GZC2LCBP^r^&Ty6pVs=3p<|1fgVh%<4zJ_KkDoq$ z`lp|M^807AaPHhW_g^<+?}X0r^@r@@{<~Qhp9Rh$12VAj`>#T(AlTywyWW;pC6pu8 z$)kGWu~CFp^{)JSRC6>0VYP^)Ub%>)N2_BMJ(B8JHP8@drqQ&}ijwlBRk-MKK;<#2 zcaA$Hog)gALgby_Yxer`g7(W#qYfHqwZXtN20z_O+D>#|}rIZXwbPcAV4zgZ3 z@F~V|-Wm1cglWoR8bx!}P-sBd<(n5g&bUPiR+cbHa)29zWuu9vB??1ealksG35bP< z%vn?dH&l;F5ZA`A}*3;$&ARnw2$q)yu9o_>xk!}l(rbGoUZB?KSEE% zJE~?cm}}pzx@J0>T{Hb1X0KBI9q!|gKkiQIms;bWO8sWbY~rKeRNr&YJ$?u+5O3PP zarPGHJ;65`ZsM-P+;cJaPlI26`DNdq@|@eIz!lzhC_rzj-e}e zOkY}hV%mBlT^vMW2}BRcS?}^4nbu^(LxsC619d7j^{N zrl0~J5p612(en@pMUr}t1lYB$sC#6T|J7vkj?b>YSqE0FAP|QPe6*el8LdPiB!{1d zm=Gg}4RHY9D06TC;_HbSnmwJW8O7=t$)fN`UVyTi1GFHMq@^cD22EXzHuWp7ykbXq z$yc4YN}f>y5Ns3oBd_1KM#&E!4qc5TTO~PI940VLpFOyH_in|(k_O0);uS@n=$o2! zEd$L?ntey%* zk_amCg(D9dW>K?6rVt98t5!&pB@nsNloT1zguu_{4yGg<8cxzBfKLDjWV9wN0E;WH zN;Rf1aR_iyW+JE<3ayzkp%rsOt$}ciYK+Q;n&UfPg}Q=_a0K%fGFXYCA|h@GpKoxW zS@1c=91gp!VKQi9wB*VozUDE6HU%w18Y>QBxdkGh#F*x@pAWg^SvH2s9#;uS8l1rM zgfkk8(2O#QCZi`04S|Uuz-{ zB|w-0cP^9H%p(B~z{wmC3mZ)f)2R9;^FEk$Ryr}I-NKM+IY~y(5T>={RI*m}K>U*s z??}RT|NZK#uiSjs<}ZKUe-WBPo)DazG_BG`BFm+(ZwgA3IUl9 zrRmLzq-Ka@k5loQTP2Pam8!E$@lpM}2`E{9f-)+MFTA`_JF*FMC}(99`HrpOfJY&S zn&}7}RyKM99zT>Z*T+>9;ywc;HYOH_&kMin&fAehQGV z#5xXKgn>vP0rJ#KDQAR6mo1Z`@s0nSM>9>*Ng+QTQ$*uaH^fQ^v_fE%djX2hs${n25;bOuIYS+$4tJAcNMDwiCd?CdIU{5QKYhDl&4|>HwQ2$L0S?az zaDaOpX4fO%2yjX7(IJcG26G>N_#s;w5Lz+e*c9CG=zB>%a1XLqK?phN(F}SGbEaFs z{^XR;|J@dOWiBL5ax9g%-+tR;pJvzvt|vZ|H&Y1B=ixrP_Pwg+Mc0*6bCkP*y7mHe zGxf9Q{>by#FPl#I7T90oyzjpIylH!v@ZyvYF5{XX^||@3tW19(+C|u_zE7*X(tC?A z3l^vE8NG3#MT!un%zHPMB82QAG!t4)Fa_pRl1*95z|5kp9}|I)VR<%W7UZ0~*CDfG zMG>G_vvPo&TxfKy1ZlVaO@XwVoiS5}OeI~gzi3Zil;FeUBm%zPD065HF@(_?LoG;j zGFRvc2ci#WXf^bEy4+wzPo9%{jj+rhKnX#LT8gqoDLK4Vh@dTKIaCDEUpa{L^i7 znZ8tjhz@x8T*?GOyu^T~MIDD-uuU#QxyOV+^qdzjEg*~n0gi(&6-?mtD1`E<$0SSz zG8!RWVyRY8)Ch2+0O3?aI4|ceza3$8xkT8E*#7cwn<&fX!lO}*br#E;N49bvIHo9o z^O+$y_LN_5Dsq`cFa<(gvj8xgXqXy5<&7AbF-?Be+-nRK1VDbGGXW4SjU^CM10r4sgb6rk+BMCH zQ8IbUF^XgaXs`L>43*{k@4sJRCk7+|F%r`-nFFN>tsG{{j1cZqS@=zmSjg~%Ev^a~ z0)k|jheklp2SllmTklam1GMBEPkC!pOEEMPBphg*@regFsGB|whqs29Ya%4JX)=l? zthXfON@CHR#3YZPXo4^i`H3%+jtrmla*2mbaJy7tIt!dd1}@FO#_zu>fGymnRwdLKv^o<6Axv8?3@5C}PmmF-#_K4Dp9>MO#6}N;9LG?VpQJ~~Kq#gzEgaAgye&HN`R4RNlhg}Gqe!?n&pV^P+(=FwTb9>*ZziV0s!pc-vG)%t+hWkVz2^B7e{_qX&)yUoU}h7=;hqBYtAc;X_kTNFprq@I8)1 z**Ivrw9w3{0QnCS8W25ZlAKRnPrxW)qb4pK0we*ls3&7Z$pbMik%3l?LU?2mku*tFbY9L zu2&KpJ|@L61#oc4BQ)|P5#mL#1)L&zhKx2x1Q2jAwU{0y!JY*ud>{QOYd&Ff)(c;9 zdMzPLoj{QiMsQnDd}czABUoCkiu{p4;YTONB1y2^qwY~tv3Z^wgyDOHKYAR(kcVk5 z@tkgXV1+vCm?UKne)GjQ*$^_0%qZp#0{?QvFLwMqhKDQyiJ)#?;P4hWSf3dhY9Ep0 zD!^iA2*Cwj-Tw34jsAmiz&Ma6OPYa`!HDn_gE4H2#rOKNjTkB3l%;v&08}fkk3B*?Avd@b^rbJ z(@*^!5=MO(u6G??+@4z5lBTsup1?s+l@~LyMuBGNPVnKq@IDsi-OrDdi<~R@kk8vxOi(J2m~( z%{!;^rC#;RA{ET*fj0-ILr@$bjD~~Yd2a=1Ml(c)8&yu=Bn@$ZKO(}1#w)OJFmdpy z;H&KDNTI<;NGX~Y1XUCuEgXCVe!A2ZXEk3?Zk>)c5%CI#0OT-BHJUD_ z^fK2$Q?QH*mMx7fXh2vI8UX}dG)!)nB_{CoS`=An2yE(kr8mSAOzIk8 zCd!6K$QnaJ#@7&JcrF7i49Gx;i4I|uOi^I6h)I}AAm!N`2zg5sVW<-shY13-;J~M= z=N>UK9`$e#IC|E3YjP#T1VLz`iGh+9jTle#;RnSEuQaZ5!;qtV=z7$s7}ZOZB=D0h z1VhEegu9-5;=T9Y>%!=V!7d$cf))cAE1z{LE@JMy?!QLef8Bz8`RmT*7U`ScmtJ~_ z;>ya3tEF2o9A727a{33kzWMdXskUsH{#o(g)^54w*Z(_`xO|tvlPH{m+ zcGq6_UqR_bt=ZQWzqKc7NgFFl{v}+mnLgPwaX4jF+GP@LI*eNLZ4fhsX(Hg51ygJa zG#o>wro{jUP0?d38ExZNd2lqCW`S3rY8>z;=0;y)eOtoO#$e8?H{bTOqXj&Ou#r9qQYCNvq#Nda1Z_@h!$Cs{s;0W8Di&D4Zu z`eZL*PzY`q0!Rg>1bQ@tV^l*h%@&%BPg6O`RkoT_hVaR7fG&#!vJQubh6qscPHw2) z5;EOre04xe1p-^-GpFY~L%`dr(3mDeQj;Qc&2!5@Gui^fF-l8=AZi@T1|Y8>$P&|# z%LBK?j!7UsMUMo)VuqGFK*9j&8s(TQ;gko=+3YlNXbrf2FhOMq4t_o$fLDJ&(M5-u zVqQs<7|~K!s_h-RI3At#LhHoGlx0L^=j8HEW%D}3=<`S@`tY92x1L$*jr zilV5|Ji!NB)DVh`+g#NO-{@>-%Df@HtkU8YAK;UuNCw@KMjJBAs)y?5*Y@5rp+X1g<4% z5e^x!-tj0R7}A3^Y8QAhQ`Kz*k0J94QBH{QSp#ko8DezcFd;y(!y$vu&lV@NCQil_ z8H#c!YS!E1{3M@ILE)3+80(yoTSw%RPd@2yVn{LshBSs`Qqq9a;v^p|U_HlVn8TQy z;T4(E&LvFu+#i1U!SA2H{`%`<$BtQh{v5RaqmMrF;q&@4*X#Obz4%Iv^YuVSwao>C(y**7>8?$`XeaWYylezyaV)!{kyyAppiNgkt9&UHIgo zp-l=8ahwsXb5elBAP9sQ4xH8u8Iop@V~#VX<%F1(gU~=FX&zSptZ(0U&aWR znL*%-3zGx11ZYSDh{?2`3|OOjLqZ-dc{vd&D>!;GgtZ*dTfLw}Vaz@vA;?y&uQuES{dp)KO}k-9rcpP+_Jy_K zy~rz{YcEM_!xwWtzShVeI&{e2C-J*tU-&xN{owiOr=RwPuakHC_U*UbcAGC`*B`-u z51mopIB(s$_3pdx=81n4{J;Yb?Ao=PSC7NuOV|$Vo6G7`6Le$4GNAtm?Mg0_+WO>(98l! ziDg&dV2No6>LiJo1zH{nlL^^|LdPeDskgICJtoK6zX<#g66TM`-qLCD&7)Ls0KPz2 z6dEEoXnC}GEeQf>T1LxWG;fK?Lnc5;FVh-Hd{Ddjhff%RBMRQ?S@(!3cC^B%X!vf_ z=YHJgq@CM(BY-0W-lEGkqq)KDz^NF`ggWC$8YlUTlKuE0L?^ugefBS#2`PFh-H zGKm8gPKlzGA!tk!D2Mzc#%@UBaa9Ja1iENiZ1J`t%nh)TNroYOx^ksY-g}WcY*fYwi?lqHPtFtL z4?|>FHwus^rrU|>o!PIUd}!$t6=wu7inJu3tzz`3&O4f!0L2XrED&NH&^#|`e(LNm zKVQ6f(JgpwZSBmNGrs@jn12Plxc@HhXp0P7y$o#p{%ccfcB}HDP}I}}bwClQ5ZU#W z1w{$rv9}=gK}k`l)ftLL;dBZpXgGv%p!Eolwf`@cF7D1T{S`1kjF?riUY6+p^_^j1O zCD6)0>*m5Jf&gKMwMR@QF!kK9%n*L_+@jTYrgOVQA;cviX2E^xzCDTMBJj$mz(wh!x z$0tvbFfj>iT1`CxnKvEMEAy>t#AwZ03k)(oNi(9s*I2}CLK$u6`Z&Vdl(gJ*(@jcH zV$`8&;S3XqIAauM^cDJ4^tB-gZP1q`$O~N5lHe_oyq@P4DvrmJKn8)2BYa8o*fz(6 ztQVKHN{cQ5$XRTQp$TAmv=@LdiU~(UG+A^jFGfuhzTBEAi=Vly@IhkrZKe1;ly)k^ z?f^7|$vSXadJ|oAhInEWpI3|`>`L{7yvDbf_bjoJ_(Q)2t_JD*eXj_ z9j0)kg_!wusr31wI~qj+YE*o{=yy2wvX2e@oJJV|Xo+%?#ZoE?bbcZ@z={}!0H2=( zJhI3E95PyAGGT}<6M?`taT+uN0tr^nTQb~JDt&UO!YlhQ;TMaz2zX?dF!l0T{taoC zfgTzrXY~0K-F$J001iN&hy_PZFlUVEQ!fOc4MEU~*UGml0P=^h#uK9mc4b)hXbGyc z;IjygydhhDELTjJMgfY2q*PRHjM2^J5K5|R}bPoF;R&gHUkQW*Fw`E{c?!WfCYOEItGEpfaFsb^?k+b-<&IucyQ5*7z?~z@YoD>U(-FaVl;RSy-->K(Ds-1d(8K^6LFB$+k}*M;){;?EfFLic2t(+WL@UHZXyypt zC>nx=WXYk;FEJe8tsgXwA-x*HqHiKx*iDT|;V@^|(wNo|+yIV7)Oys{X2CzzF-ne> z9x`GW`aOLr;x)>2^7$aZIC`Opi;NVJH&pf{#D=mm+n!@7l} zT%v%eZ{z_scl@CxV_BC>93Mt`Z|qxLk9^}2)4eM5r@;AuFmVV1ZG2jtGR+-bThAzS zdcrt%E64CL5lrI%@u)y?QfT;0b2W23vRX8BQ06pVJbVE3oiMVj6`hI)H3x zsq@?@(=la$Au=#2nh1gGHS%m3!bbq)Il?I>KMpk?qgi#PtY9IVHSt2wgups6B~(*q zWPkuzT0V{&Mbev<>n8`Kg>R*TA-RQs;BC%`lryXowV(3^u;)kM?4qEGQQW1*RH>ps0bRqTx^s zK`{x_nX8PbNDg9zs-nnLVLa0HNLVE#4_R>ot}*Jhle*^o@*%dDYH!y*xpjW|QcPLn z54(KR=L|*QPJFMa{Bb;~d+^!yC?X-_sMt(%zz_lxhsC+tO`UU=Gx(5wIPZw`rH{VL zDM=twr-q}MR$8?}@CdoMjIs-4MBUpL_uL5f?AhaoUcM~zCxhH^+O6w=+FV{ z5i(&kNlvoJIu5UL$zu^g*4SbiL6-nYiiqS90+e%vNr}l^1TD;7u^febCPo<3nOG9g zm@sL9V%;NK2pkgxgg;HIxx*v?O}hLj-4r`FT|fDWL*D5|fCC!9>}HxSoD6ZGYm_vy zE-v61Eh1^m4QaHV;oA`{RCc{5;M*VwOWl!erCIRa-26zuM?IE`A3ysj+x^$io_%Jr zbLUQHZr@0bce#H8;r~5)>#eu?sLHBdSy}P5wXZh(6JWpG*4%%sa{-D=s>N<|Nrmmu zhX8sjP_87|Oi7U>%NQ~FQ4oyEl{{O{>&0bDbx$05&(-fkj>!+~5vmmdfP)g8?!yM!@o(3)tN6-kQL zjLqfe2R?qWmT+1R1e7n^Q|m4O4T2EziWs-K1YBk?3D7E1e8@?1th4|pqvbFyG<9O+ zHH4w^=CP6p69UhrOG8r>mr=q9Q$`q0E*X`RT*?sGGL{LC>4xl4P%1VRAn?n8S@3a$ zA^2!w2&vPfNy6k0#}GKw=^}9SR7yTVL`G#MNuzKy3AD#)q-h;$V~90 z?6J$J!p=HOrpXj|6Cvs%Vy>LvlTWcB7WoEHgOEBL@+uoogsi6d@$)F%KHm2sTbOz> zT!IV=vfK)}S+++wW*6Xd20@+)@*Y_kiaBo-(Q*YV`P4;Coj>Hc%Ac}?qY+?{B4LfB zKp>D*1k5;sm1f6~NAj$Y1SLkWWshSTa6L&OaFVXI#}IjZiujnV5CL+Jb+AmZ2#V(g z>yZ|GigH2{4WE0;wX8Z^RBU|asAmp>g<<{3IYLmJ#4IgC62TBaP5tMX^!m$J-+c3p z%kSBHmLZv)k8pwC${V zs2gY%LwP|fCKaCuLn?;KKqajTBfiRpuWFG8r3gSkR0fqV@{N*ISiIBv4omamVW?_m zNU4NIl6AV=%O41kv!V()#VC3`Q?mS8$=6BFFBb$QP6g`(BvXAR&woa9W^#RgljJb) zT!oKj-4MwNU;<^JNEKdCU=={-7(H_2h_litT|QHXLkx|{v{>M%x_lG05UQeqpb2x8 zJPu6v8sY5Uzu%4Cfo=$OY!du67I!C%GXx z1WcJ8pO!pu-VmeIy{@1M(AAr=9?8fFby`%2@u~#k6GQWa3YP-sGnxrnT#Dv74tX+` zSxW*qT{O3y_}TRW+93+^8R z3&F?ouf6sfj(-vCyK+BHv%9^Z%7e^n=0c)mSbl6hna70VkD0js``}9srPmypLFtwG zrnOgbL#+x^W2p6pz>i}wSZN-q>rJsyy+?{;^ zw({82lc7r{_xQ;K5VrJWvOxE>O*u|;% zL)Q42|FR)_lGaBD!%4PiQ7`{I3>lwSR5U|bG>=9L*`((uH^6EL9N*lLNsKOs;TUC+ zGkSFCVpOBTXMGM6K!ehxx)3O08mfU66gNP@Z!QdxcedJw{#A%lDQP&w$~Hh=!I4H` zB3QR!RS&U9FC0^V2BP@*iL4JBJHqIed1*wzocx>Tbe^}L|4bHtIA#X9os3@6WI)KQ z6DGp}%@Cg%g@dNjOp(MP%oAz%$Xl-gN~?ccp+c(v1m@)Z`XRQ*jKVala5U<&8Z8{lqZz?Z5tLE$ z?gvzk5_vWSWMHZfnn#h6XAxbbOjBgh{rAL)6TIqwe&nA6`wH06|ItSuE$+Y9`2}nd z-Zjm@#_zuhi%ng9P@EMFrNg5Fg|_8Y1~mtvauTj)rbV&>J{6<+y%C346-jMD<5x`7 zSXxy!y+Wk8IkQwzb-rVWU3I1^N`^W>L!7~fmAAv6#^6Y!Dmp}Bc;R+%wXEodZ( zaT47toa(B^@(m6@NqRI&MnU7DM@$wureOjhtmrut`9MZcdVp>vUZ4CT<$!T0GR_7*gK(?2!*t zIKW)BnwEyIl|u+5X>l?Ty+=^vbYNZM21!c-0s(e`z!xLuHF*w-q!$T8#N=6z<^yD~ z0`y4U5S5tt=o)#A70F?Rn3WSg0paig-#4(PQj-(SYN0|5Q69*^q0+K3cjkov1Vhpe zwlD=kOd$D8fN55kE~4g(=K%2uBN){~-~-9Dgd=a^;OBP2WDvwO0?cu#4@1lXO#U;0 z>CwGU4!wrC1A3$Lk%-HPD_(?qqHj)JOx*tbwdZ~<;8zgaw{PFEW5?F5zy2Sw|Kzpw z?-BE7sF#ZZ zpl*mdz}63o8bjGiMeniRXiSbFv|08Kx*^HvABg_%Ft0RP?20s_`nIqkNiam9JR~VD zYtNn6<=5vbX3E+VBN>af06iigRA#dRmi^X0B1~ySNK|~1A!KXJ3qIOVX$K{-n9ZOe zd4I#7(5eW7CBPYc-j;I&0URJ2U61k^I6@$dhN?P&M3_q{;tQM#$AUHFU2E^$L?k*} z1Jfv1IjNz+^28J%Gz44jxfYV$$_@0XQ>VD$|Aln?_;DxNIH3?;*RSbyVPSlcf$J&* zn{xkEF>H2a#C}KH;FV~lPu-}PRE2O<3_TgbTD3*xA*mTs1UwQ0;!&wldBDQQfo4=C z(G(d4#3(eQRTb4HVY)cVlwQ#$?D+5wtPoLAEphN0!dJfB6uidtO2#)PKoJH778GYV zRz%dpA!AeqJn|6XR-&nCIYV7&Mp^N`PFVs1)+0hojKD~^ zA?FSmIOW94k0R{)BNp!}nB(MYV;{eyPF5YsL40R4;BFHBxd(_Dnwbv~i zTEqyXZisJa;Ukr*p*TjDjO4>?3b<56)SV-pO7aFl zjG##BbIfQQLwO5C!>8*s)B{YBS3N>7O~hb!QkzpIjDj^vMcT>e#Vhu1xQ!Mm=fyZ% zn{W^rauBm_lrZ%O0$}+QI77tXGm68p(1bum57`jD{InV)q?f~1noo7CXTQ7l8vx(- zuCA{7mdf1_?R!$q71ECc6ahENhaP&!x2yir)cOPWA4U6nTz;PIOX??{c*1Sh#mX&S z6t2L&{PoAX#y?m#Dn?ttl=+%QFB^KRsAf&tBeX_yY`no*A=BVwlb zi{NGcOL)jc=p!IpM&W;1WC*u1(Sp)oa@+MpylB~w&zPk`qO3i?F7Q6+$Le;ps4+=u zR;eXg__C*-7mKKY*b!o9(IeA_U~2e{qOE`GeBb~;E>R&s1#Of$x*n;^JX%v^GQZBZt)8|kR0O=0Sy6!1N!8NVdB)2!C{fNA?R7}`$010M96&LIUJ4i z+|yv<%b_aG6EqHin8HC6DZU~A*`wCRVZBI=icaql;r{@O&PiwuaS~v;1*@4v@)8IT z5r<6aMR3?qi^{^2TeMLQbDjzlLc^g8hd&5fY?1MnA_F)Y9GTHXs>d;uA*+H4$N0&m zMj-%4!@(raqCWS?tG)icfL|Q>#MS?6&)pn{Kuy%}%VdGG1q}!^jkoaOh{7W)6v1MUybD? zF^#MGqSkYOA^w2!vh5Cn!#DUq3_;FY;N?wkNS1IQkSsr{F}@}V_zVe|trCdtxbcP~ zA||L)QYViZ2Yp~>4+H~@hOL?$>>mN*kQbG~Ks zhR+{bLeq1jC_GX(#3%%P-m=aLH&|!U3!7d7jj{z(-ryJ|gF}&Tjx$8b2a6+2IpGZO z95ZSNS|>Ysqd>G0$aE(o-<*9E@d>kquIFi~RjYr0 zYT}^bc;TUI^^)WXVayt)=A`TJ1!$D>9BaWt5ROMa1CbwTlo`#s!XYLOcSis0*Vm^0dH6HWJoDINk2z=k*{ku#Qr4fj{~X%? zyVDie@1HsBmuBu(uD~w!!tq5mS_paT7Vpt7D}29T(^++TnekF5QLPF|vqRmK{j*}2 z(jtM9CWo>|riE0tO@s!gd2gq*VDJ$p(JZ%ea9RW2)6AoxW)=b58t}3Q-=q_paAyR3 zkId;cn4?iN>M=eVXE2A@?-Arvi6AzJ-%}ZUl8g$?S``HX$0#PZ!?E6kGd6_~>{HqH zD->CE3%2|$MPi2Jw)y~#ibhz8KtPkgkc-X`CP`_hYs=t6j_FZ)xx{+&0tAO7z+^(e z0qYIcemBH_Q3xXVhIr=pTjsR1DckES2wJA{uCN3 z8aKunN0OMLtue#_rU~9`StKw z#}_r4N;AclrBW0OA^5M)H_kv~g*ow3Cofn`*(NDQN!ASUwv;kN5iAbJ3_$>1u$Uep zAV4vs@rMAW40EhR@th~rp;7S&L0LmkAyX7GNrj}iAhfPLN}Wdy9|&Dh@XDi6&L25) zgs$BR2O2&f9A|716DfJ>qGJvRAB_`;%)>E+L%rz8h|8w)$b^F6qt|WQwpFgxa|fuQ z8pRqAv(EtpyBQ*5RA_n}e2WTGT$TslWUp03prCA9kqW_(#!t?0QdS|G9qLr%kQhJ$ zM)LteiPc+g)EOmjF>9ETgTo(8NiOGf4e6O^22Ba%&strtlB$?JLVyr9Rj1t!1Q`f^M&?qa^y-{=!c-hdLiJ({^$)!wFB*X0< z@dXP90USX^deK#BHJpliOTZ{7*<*`)ydo?R8AAZ%m{_>VD^@&GA?XoOGX)S}Hd$ba zB?(r86Q&`JR_T>+*`TYj!b6uSmI;Q2MRRJF?9M;|byi?I4PrWcjs&zNPES%=WqXSna1r?g) z`@hZJb=O_Kc67t#l2N+EG&0z?Hc$1cbw1rCS#X0$~JM^Hfln->eNQ?Kd4|+ zEM2|&`qI`_!tGTyWRieb%79#%Vq)Uu3Hsf4-!%)qfb%AU_A6gEU*G)dyOOy4y3vcv zm%r}6{%^m#cJ1=(;@(F7vHjB0lDn$8_|Jd-3^1#|Gv>S zBYxCj8_J3NOO6y-GuE5sA&nj_59^kg&lcoXRxL0xCacxeW+~g2iYYTw&7DPJ3eYAL zlcW~2*=&@6wwm@vhdR-;koG>>Q?nA9x{Og(->dVCFEKePW-M;@{U zdFXn)f-<{=`9B++Hh#Mp0l^|n*Nz~d&rf^;mZjW^R71!)T{8IX_qH%ac_0r8E$|9y z8R%_OdYPlBak$-qu;q!Fuj~>Flh0_(!nDPJV`|P3e4`qpIN9YxnHj;_za|kN`G%l% zcVO2tz~nF)bQ$1G^KOV&yfs9fn29#T7A9e)$)MTI0i&D|TG^O-qq0a9crb*6!9>M$BU&zm@&3mnsqpsqOB9g3uKL4f~UDhkM&B**{)f}V`oR8`t6 z1#{`&0@Tz=L*Qiq=Pgoz53V$qbX+f)R>c0g*5?@cO z)EVVT;in5nm}mq^!RketGx(+2$%W=Hz9i^@5EdFg4TX+|IS)ubSt)yFxjI9D8=CY=7h#fQ zcsQcSu2C@>MVPXo2rB2hM}ra?KRE-<`fPPsA#jYg!1%_0j{x<}yDh+|oRI0bG346o z&pw|&fBwrazdU;MsJ9D$3;M)~6K=$dfB$;B3M@& zqtr2()ANo0B*lfWkoX|02yXQK1wIZp43SK}bDta1=<0glzybfV)!#7j{s~H4EDEh9 zEm()Cw;eu6z9@vFr^_W@gC3rnzZB<>t+_}0w$x9EeShi->8sCv`RsQ2kG=V>cg#KA zx7GeswS?^1vqu!}@|sKWO*h>%Bwgx#UeV=Ca->4@`Ha*_nw4fMOsk@jJ6;F`nRHH!v`961Q0&7EUjD3 z>}%0_fcjPi5OjS+!dLFeYspwn!W{DWaK_`M1OX1T>(LgN)Cq(n9B3S?4HK57QLrO{ zXaQ<)q@6lNjesGo?O+rLKAGxIl5H^@o&YC+@JI`0yNnOBh3WrjW)vNi-ezG4Q%Rx1 zw;m1A)yyW-5Da0`6&gv+9ygT;e139FL6}{hez1{z=73Yggu}x=UE#S=4YRaUN06k; zG1m13rKDIhBtcyL<^R6ZcwrQd&DUUTAHkq zU0{5a4Sh4N*4)lZ>D+3zh)W9PpTXgtLxd z4$a{j(>Nk!mvt)jr4FC4RCC*sundANIx7JnTf}I=DbHyck{PXa&K!pzW zYA&DwA)|+1ydK311Yzn&v9;uY=&f6h={;IVwmcj(uW}O2P&AxkN7yeUr7>_~9&;X` zqOH367qt#So`59=M=U(aRVIi*$W=o;C(|Q7Niwo(cBoj`3Igy#MhLv*kl`3K96qEA zic#y(kVwz_&}x5R2`U`JgEA_VF)OAb320_g>fD@4#W8Cf0##B zlcovPsI-bu6h(dNpE0lVefRDjHN7d^NN&Q}l+F6Cz1C-a*4q2K_xF3wxha8}Ez47} zy~v9jC@%|M9Q?B_o~wPMWNRuTeazd3ZPXk)l(9k^D|>9w$?V$?d1as%(WU5QzRbwD z!Q?0f20ii_qGtv~DXIwrLS>{E!lvqTRD|)7sifd5PRPLd;$~E)LIC9D462@nXaH6j znD$#C2$5t!VBGZ4Gp2DI*!Hm%lnu^VI>l5>8Q0e4|AZ!R483#RfB*gdNg{6|n4pIw z9O<}}JGKOxGNl2Iq;L>~YpAnHAeXWbUE|BEQ%^}-26^F@#-%3;m;fsv1RQ{HC%{yn zlP6Dl88qn*O$OXC(WDQD0S)pr)ug$$N?W>+@nI8eX7F9|RR{JQ=^fl$7>kQMdVICM z>=3SJA;|J_iJ@myZ{Oa*y~%o{Y5fCNCEzY06AW1ldK2O9kcdxmyl0&_al$P4TUUb5 z+r32Vy+6A5{fgKxtak3)dCM)gj5o)vFZc@BPo4ewn18&>tm(bZFQyiggSezK)y2%1^bn?V!j zZqh6~%L$Z4ZYn*M*|p4t=0hP$(T!RL%oZCQjV3`a#A0g{fkm&&%Hq=Jn^$Hum$e^C z#_+jo3Syt^LlvdNnfqAh;dcY_(%85i==mz05-FOV(!HQ}34tXWdcw%XkZ_ch*QNUf zpknfMU$}$1qj`l-qxj0sk?by0eDs9iqU?4g2x3_b_;lwoBe>)!7PJ@=MByGcv1m+I z5AftR8G=@c6oj!$HspE9reh8n;FN|?!bdY?X@w>_0U%2ewQ^@8BCm?WUeR)=gh?i_ z=WbOCnz3@hbO}>4DFE3UwK7Gis+1Z`YhF#<0=(M9MC1jTi=;HA^9vIn0NOEp`eZwz zfeDQ+;R7Ig5P#npH69TeJn3_v^MF2uZa$d^yUvawxD;)x=auE?4 zR+gMOmAl12aEB@;J)V zTb{-}#f6?1+CZ=kL|-D5+$}uzn#v%FEfBJq;=)puxY!`M08om47 zCeS8HZ)>8b;bkkM(Q~);>B(BY_Kh|ZyFptD8=F$k3}o*D4kJJ5w3D=1aYO*7W~*^d z^@W9SJz%6~Ot34m(f8J17xMD!(bpS9Tnl`k9us0a&J znv8oUp%D}U1Em0He>S8D^n9yHob~jb1q4l8zU2s$z+PEI!P(bIcm@s`E6Cj8un}6a zK%~iw;1U8HQv-o9d`AGKAvNR}8hc8F9XAnRk1beH$cFfq&b%Dc6Ol7TEcgndn10&i zk;&%?UdKFzsw8_hz}Y}xMybc78X6MLkU$9I6Afn~J%+K>vx$%M-62BmERzVYAwz}< zjh;>Q1m#jQgn+ja-;MgF)pDY#iB1rg%K+g>DKu6voq#C8k&Yosjo=ai$etUmtI9<~ z&z-&J7Oe*oIDT8@yi;l#dZ(%orcWY_A*d=@lY$V2EY4<7JyEp`6x>6mmlPjFc=dC4 z$jf^6=4(BBkn{h{)q6JZ!szi}-@bkCc*i@uPTq9WOCNxBf6YaAiluAH6w_p_t*u$2=E$TsrRGxpM6WUo zXiOirdNYfphjurY*_{&^%9&8Ug4P-q~`z2=fVK+!EBQ1EH!tvxo3ImVW($xc#+ z+H=MNfM7_EFaco=4tEU=_yzUL7MqDcF7=FK<>{IYOP7X3fk1$XfB2wEKQi2LqhX)| zJ{>WhrBE4WvSWa!k8KzKNkAVS zh8(wOFq14OONB2PRc3m~V4G-hfeX!yu{FceTnMe<39aZ^swA5xOA4S&0UO3mbma9F zWP+I&A!JN=QL3u9GneGt30ycc&AuV{qEKprSy*@oLumsA=(B^SFMk-x!whmle2iDzN$YUps(%xjn>j z=C-v7)Lgoe$?pC1da`ZJhM;+taI-sAJy2=37en?O`x}9=jipV-Zrqsy(}rm~;@c~g zr!oZWR{#kN2$c4~%qW3SVq(*?`Pg&pz(UxydQGNuE_ZPBQt71T&I~JC7WYDMVTOZ1 zFXuTOqx5z>W(r~yxKV+435q})rh+iA?*T!~5F8qNGD}{1P=rwvIFK<^8A4|PFCge; zW)w-4ltr&U$SWXwp&_(&Q?eAR&;nI1X3!uoMhPD>hULht6!cO9RRw~j!J!k)Q0|75 z0w4RiCx5-SGd5*yDhn+rK4kV9R=h$06?1w@vSPBdBq{>I<6LKrQO8!~Y48WjaTJ-L zGM<5(AhX~RQFbsj#?~R83{XPb>T15A;iHmzUV@q+L)>Zb=~668#%MEU2^JqAfWt&U zXf_eRkc$S;xe3Iya)iLkL_=uQqf4hSM-iJ5fSM30MzGZNK1^O&S@9O{YhNk2JN!(M z(pSJfDe}X`nGv&~ z?B=DJVq-dJw5G}2weZ|lMmg$DpZS7pBJ3wVUNZ~GSTNmL)(K3;_BzWL2tbaMA`RkTJc+U3BiHRtPp+j8eLr{Gz_cX~>iz0GEh`gcv>nGAIxNI5UPL z1SP5xLC-Ry4@zi`5ZD9)oF-rTmLj2gRx~?d$S{juxhM@ODG)<0W$H4teCY`}X3rNr zvbfw0;YNvDMc{5i)fRswDNB~IOTEi5Ig&LlO6^Xx?RX{eskOTR2qjCU6A?*`5J&`E z$_NfKfy$!AV~7$sJtzXRZYwSU7Q)m^95{E0u!kUuOY28TjVidtOI!wA*b`g=aW42v zim~VTNDXHZ+1Rn+C=LxMF0CI>@^!!a_|d8xNwIgccVFOX!PvJo0#;H$10M^oG!f8% zV_tnA3(ZXWRfdK!jh>Ba8v>3POW{P%*r?F#O%q?p2(zJK) zxFH|d@|CjC7=jg!p3<4saqN=4Mk$smC7_fZCifm`DA~ZlL>(|;?{K6i2s*goX=-SI zNSQGMj&NvDb+_7eO@WE9&#=LyKr&KczIuekLWwVpOSBo_Z#0I2a$7mZ6G?8RaRgrI09*YBKv`qQ8O?svcQZ(ecfn1J)lGtZnqe}4J< z=Nso;YnjQ`tH9>pf8EHo1v@~SgFD^+(7x9#@Afz9-lxU(sjt3QwvflXYGeB&ujLGcv z-1XrQAd73L9Thje^pudfvos_-jzW;pKn4em4Fl1+7}eSU@vk7F+w0)yIkIONvMrQ; z)Q16M2twRk0Iq$=6Rh73|KZ7kewh70+xbO!oj>)1O((RFAbneGr|TGK`v}KI$3}i zjZ!iYb%2j#dLRNBWv_-n*u)AG70?5Rqd`^{ALd&a5JUl`nDRx5L2My_rIZv{dY7K} zL_|;H)yKR}|A+~#(KF7)C4ABO7NTWod3z7SK_ZM>jnFj4PG0ZSrpZJ*$6H#=AQiA8_8E@Zf_F`d?1$+qch8hQQ=EC1Ca;F{F7;Pz%(8?tjDeHW59MVAHVE^TBf)*4RZrrs=*h!G*PR|`B*%_jwp$}YnmCNG6#Hhv$4orkuazu=mAsnP*l(M{ zw22OrtQt-P38u-H(h9*%x!8zq6eUfR6a%DG7q5x+P(IN$_pSpdj^#3O_pAvctLpKg%|u2SQjr|WMc?V^Zwj(&-uIH1Iyn(Z@rhM zC8Har0-JyTZEJF%*c|KwZsD=#wC%XT-R3p~qk6JUz-{hp$`60|!{dqD7gCNGXN|3< zjT*8InM)gN+lZY6PCHB+5hyNf0(VK!J7>KD_oRW9ji{Z+F4U;Yo)9_>T@u>pAPm`I zXD_uW`PYg%4oVqGLR(^crXCGVIB7Cy3uWd~kApqdCwt_!N0;_kayUhY0E&hlTQzZ{ zqGyyIRQqiixwMfYY*b!evKS-J9s&V~C|n5KSrS|#37lEwVr-NW2)&0QurN`@N7;d} z)B>R-bJtk9{|MnCzRR$C8k&mG$@u4iDYKY}hGh`mo>yjSlo*Woc z0uh}cWzqSH?rl`_9O%2Gez?wzK|CQipjod`_XxWcWVr z2J545Z(Clp{WET!#Qdn+m!W=$?%mM)udg$FTk4x%UzPd_b=-j0ui$n5$dMzyUGfFD zzmoRk=@S5@@UW^BZU@UxuS%K~qQX{)0xBKZ9FYm;Lba_2rLN8v7$wKRjdsUh&SJlN~4KnQ~7Vq4(FhCA6LGOm%?)Bsx5WR~O%2sF$_quHSGlAS(G zUKt0nfn!4>sM|*kZHDxGZLOZ$t;1;0DC~&hGUkjEXxv|n+Y@{)VQL`Q+-zAARG;>Q zKycRBn-{(1t$H{>v(8N@9QN={iXH+>29#pC>s6Q|5F3J?hK;@*iA{?EU^|9s61qE! zy%61TWJ)0*BMGyqj~in2VEMNH(1X%Lj-FAo%nMcbwa{=h$SlXUhA=cFnSnBt7Xc1? zdvXko(zH21BLlZxki`{F&yu5X07D~Knar$7%_U6a@g%dyL=8dZ4wll8^y$HpDMhIQ zl+YMsE*EH+Q!)^mOwfR2siY>TikSs~8L)(a2}@{{m}rR6D}qm%D9bAs;Sw;3p47T+ zIT|8!jDz&cksdxvdW``yTdpV!swxBIX__gQs0v}Bsz3g+z*FLyYBc+3aA9nfTHB0$ z_{JV*xeH{nD!z!6YPGVm;_1t-b^7#aE_~@>B8De4QL1zN>6=hWW?%{G(CqW&La%3O zv<6m0j+#szF=_N*g@DjYIvhpNARvsb3b@4FS;-hU1TSTjgPVQ8{p(rIv~twom;${V zT_R)Il#xp~>M1%6N_yKV8%-cR@a*-f&7K)DRxD$=ut7uaQf6E_4Y@QO?JbIrhEWMB z1vL2F2@n7>&MVF`63Y;!Ub0plGoualQKw7A(NvO|OJoT6FmoxExPn5{kf#*XC_OX8 zS~IevgyWlEzkl`${QT7Xvl5Ez>B1}U``-7y#dFz$xnW*CmWeDYaLp^Q`S)Mh>V9|ckNt|0ytwIkj`GRp;;%bAlY2GrplDC9d)TQUICtzG_K=PYdn_m#26j=K z2^$3Lv@FSX7&O?hXVYU+W^rJQi6M=iBQM5Mu!#xOHpL8Eqx4QRN@szM4l7>eQsOd& z%%D@43%UJ}89)XsHAC?S!bW2tdV49EMmS9t?CsA;df2m{J7QE!Iy7+F_Vt*zrQ^U0 zJ{rtiLXbiYbLDCi7DZ4|m?a3!kxWBRpkWMQ35>HHA%9^hSbycD?iaaGW zmwIT-)ZA(4=;7<6gN!y=M2#gIA!tk`KuU5T7Jx>>ou}PdS)Z*~lhQ_^Xrbk_veloE?=Q(`H{3W+nn4a7ru04P~7IT!6TQ!=O=0E5R&d*dq!|_#BzBA$vlIq0ob>f`ekL0T(x8 zAskZPk?m2I85|+l7$rbMTXX5FK#l-yCiKF&q$fyO5txA$6k9{(VoBKU++~`jTOxgM zhYw@!Y~0Zd{8Yx;mKs(XKsLakaRhFg!i_8)qlM6`yoKRK-i-_=4v-1lCDMwWC%^uy zX~<8`W}6wT5#FC5v_LuRR} za#1}ECXG=;rZ@uZ#nnp_VX#JfRY#RQ$6RdV%&_8!l2HVdMJ0JLlZECI=X$9b!VNO! zKl#Z|UVQOI{{)s7UY8dxT)1@U655)RdhuLdzW-kHH>M?l8>s@DfB$vAyPa*GHk>v_ zyMbHVZs6{Azf)=i+mZ9proq_WYnSlnRQKL{uYbqJT*z-b+WepT?lx$EmU^V19+N|Wo-X-5Q zLpby_?S~B71L24WzeB_*M~%Q>lWs^^j={!$~Th9RK`CU+c!gCEt3NvRoC-kvI@ zQ}sGb)3bqzlAyw60LmzhbDRdah`_Oxlp%Z!xvb!ZoCO~3@HeXF%(UuO4^1FA3}`gI zTCynF6QnkI&)vCjRA*kmonn;>0ZNCF^9u+Yg#s>9E;5Yrit;r>LPV;HJ_iGO%z6SMt)wjT2 zf!$)h0(P(Ysqj1B`Od|E*JbgLz3yZ`em;8isOEBh*uF;FV4HnqGpM z6^NSz2@=t3>ND=Uip)T)o(YYTv%%Jon@F=6dj9vhghGi0L9?(Ggqc{}Ici2-mZ|9= zR9H7`8;d7cH;8nM0wFLULy#;?^CE@r8cL3R`y3M>%y`L#J3bbS7v$de4I$5kflO#pW)09ls4^`iIF_C~(8eZAr|eazT!w2-93x0+C@244mQJq|$JYh>v# zqY)PxrMUPQvUn)r^Hni`K@s3^p|=ujq&5>S>S;)Hz4R>=;4OF>fHH-qR{@u(zMSo} z5>SG#QF6Bexi=S#g`?q%EuMzVT3ZAc_|Smo&Wt@X?nrW>rzBg$*!nSycU!Xq!6{>L z3d&d|nc>XFpTitJeAu>W%Q6bkkopKDdT2_-#VuAK_{>e~-y7-WYnjV6ufXQtf8E;d^tN%EMn_V+ z8NJQKUZl7CIXfK0wl5mH4UJ1b{_&LV8I`Qra3JWpXf_HPEXN*P?Ms>+##YZ52(-1e z`Ty|LCNHQ>&qfr8A&osi+cKW$aRfz)1I~tk*dFa&dJ%DU5U}B5$Q}q54Ze^G91&=D zl>!YMW{fFqeL}#8V~7mLlb*K^rS`|pe)#G^B34p>hOH2wq<{~eWN5ZlGFHGr0n{AC zeCcV#(zvsy6bJz+81=4A3A`-O0LaGPOQ1K3HcO#ZDXMMhlt2^&84V_{c(P;zlU`f` zV*;g~QVQ^yk+F5@@gRB(;6QfCOYY_CvLQ_9F>#;>>Ntbo(x@JwD6J4=Oo2;ghV(A^ zss<2gnk;%|hUm2}f#8gTf>09J!zqy7Wq>$%_cY@y!GdB>7Kjq8Ng=Q&$Ve&A05?Xf%sTb3F`D&1Qoh2aU^cTm;|1 zQP9?;-2j4En(Taa<-V4kwJK}00jiQ}*z1&CdHHs0%&AY0%5mn>Ent0`0(UfI20--4 zC*-=E~?*orazz98DmyOv$J!7e0i-p=b4K3?Q@Q3rbw}F1f2%m-R+{ z$M^Zqe_lZp%_SQ*6eu!SAvmH`DQFmI49M~o0=T4DvT3Gha3E{dgvMyBFjOuEy!80H zgd>VVxxZXeiVKsAW}n2IV<2GLgdr3Qj(O26V7VaA3(4443UY*jvuD7}=V|>_g|pSD zUBy$!iK$uhz?DUhNtxn?2^v83${2qJnNbo%)T8aihm07i6T$g=oYF~_0of>)L?i=*<6wn}uuG%1 zM|-KgOHi=oNDrJB9C|w*nKJMQ7s3(a?-R$%g-=R7lWV|5fhI26f$KFxst3~$SQ>yD zaJ^9#h?^ml#I?g4b;-VGFiNn_BOtt7Y8iKl9s>kaBMt;Zl4S-2AX(8kLT2wFkW7d< zU#%mL0og-^COZbI3ST|-oeO$4+=0+@F{I(F7f3ivM3+0cxXft6XGSS^mwGnMov8k)-b z4Kh9B4p{|MWPuF>BaFcqZ`_ zsQ#ld-nqmJn+cW{QlW1um^SDdiWf`Ta2ex--D}z zYM4RG(&MXos#|qdF%x7+vmO+dzGi|nqo#n~l2h|;Oqb>&V+JN&YY}oW9eOW`CPGBW zri^=&EA*IUfvg{+1ZbcL`dT#fe2r#Mziu*LQC0X5g;qL&gYIiC+!^aNAlx;+ENPSi6L$*EQ`q@qDw1TIwht=%6vg6UU_S)Q z3%-ItSUey=X-zZ(O$wHTyPhRqO?mY~Xb_Cb+Ng#V7i46_%q2@2lUt4rS*!GDsHagp z8F#;j|^GE zBuh~AkX=$T;0p>FdL$*@5DgBZ%wcA*y<5x;=5zdy`#TTWjeW;s_r|S?D#)ebiuK_|cjV*_1-_*SmI9dn{w2 zHLFW3b>mVEV@N~L%Zo8GMq@>tdXHtLo%g`F;Q5#aDu2X_a1x!WGS0=u252l$X|7Y3pboqY2igVXLv<8WMus z9t(;KrQYVlOiMN;W<~?4M*f zWW;QS97U0)OXtht4^3BAR)DZ%&#b)k>|-mIA+g|4BG!J(MO>S3F4F8EU~h<0Pgxy6 zRRlJ&Ljxd7JQX44hJb6l7|=tIJDCA{J=kW@5M)p)!%~&FGf@0!yM$wYHKk*taY5b? zcY)aB54rk?Rnb^N2E~lbrPCQQO+8kE0tBKpW!wb?s4^UZGwvK@52rIr;*^djjf+cU zSUTwh;@jUAIX5A@BuJcZr=*lk*%bEWkL%fBt1*C?3$H=Ip{da`KqF+D669zIATk8M zOmo`efEWb!FpUz>)|xv)Y@0_6=_P_&lc=7pPlP=c`>e^ssxRYwYvb|8bDE#SX@2l_ z=+Gg5ZtvfJUR;^i<16sCZQJ(j+2jBJ>-D#nU$18Vi4UQ<5jn!)zBNI<%^g`p$%kqQ9UQpne z8xj#Ly-O*_8K6rQV<`%E8VH)iRo)GvnHL6JATxmJmH{Pw9Bj4-z|rE#SVT$_q_CJs zijs@oWq=IG+=~d7mk@09p!#+)Oq?mDsTT+owq(1X?J-ShvP6>Cn9cCZuG(@`5Itoz z;i3Y3vBJbGE3#5s&-6_$fs39C8L(=Dac69_8(4>UmvWVCs1E(SGra%@1HhR$s zCdf-Y9NUx%m}rZ{uA;(NF{}PAS&GX5Lpf>!$z2qh=F1$B3!(lZiq4>k8&rihszJ~T zBw04ta(BsqMm3D`f`f+MkQ87tc4>&2aJ;NQmr92!p`~R=I_w!}*g{6K5b#+l8Z@KK zBt@yQ%$Qyv@1*dNaf!3~ST;Txv!vZV90jt5Ap>L&lO+zws0^iul<-;NOppk@bKk#z z<;Tx@ufU=x7aac_mVWVH$ZT)*b83`+vb3fwRi*!=si-M|xzdz_%T-`)N$?N@r2 zDQ%l>c3X9N(Hfe4;sjP%+BJ_6QaNU)vzPhXI$)0=t~l*x0N93hkK|f>F`20%cp%b7`YS z%qV4KWD3XkZnxilyI-6>`skw`s3`4$3?MV+&Wo%ELcj!Vfn-O?7=J>ACGbK?Z?{B@ zJtguQG#ZzDfrt`ey-P~bKlX9f*EfdMq> zvsWTC@S(A#E0Iw)&?G{Sj7HE*K`A(%K#2vRBf~Vg1R^_TveTPNAk7p^%#{u@!r2&g z6zUacs2{3nVrtwe?8my zCd<>B?<~B$cs=y|cKGmNFTehWxo^Cl|K~^kU%uy+r*sFgW#f|2 z0HJ#dNxr6%ruPD{LhvnpGl(sjFC}C* zlvu40;FN|4l)wSf*o#br2_;B}296L$HD+cRH_Oi`nMPbgCS8vS!0HeU>9et0`eJV1 zzI}J!eYYizC(RsjT7F8wQ54IMJ0$^ZG6X|tP|7HmXp`e0y3vxArZ*sKsVPuEP-J_E zNf#PDl$4HMXb2j24Zd)2Ah%gHR1xUa3WD_UFTqO0xPmJwwzfNH@J$xIaFm9S5rRz5 zMH5b=VXV(`7<48gV*}@F#+k9F_pZ_GgB2@oQnO~vpy^{@A|=aHBv3si&Tjpo}Q14@)u*8e_dof>lem9bb=BLo^C8a){}8FCA+UR)W;#XUtPU`2?4 zgP0jKA<9BQ$duSJt5w@V>oo-t6ldgPjsWn6xO3s_PO(m$r~WZXC(hd1nv%*32gcZz z9Vokps?rk>Ca4<@1ZGvHxjujXydOXR>Q}!a2n1gs|0Jf%<-h-Y!@O!O6WM|l*!=si z+qvz?KH#o*k88FjpO0yF2KTbPj?(^MSJaHQC)m2}17urG1`b?ko+a$VPE3|<7q+tY zLmLPL`vzD;WPOkQ3637EeP&K&dJ|;KT_Aw=VKQSN?P-iDY3NaP8anhH3iwM3NtW?6 zq*Xqtxdvky=GiPn;1`rFl7~##kWPA&?ot2!!l=Xen8N07{d+dGQP^BQNqM zh%qlY0>`RLUN8Y_T(rXr@GG)+jHrG#UoZChjm>4`faC zgkYegdNz6|8vC+vsrWHbb4tB>qCxNjq$09$6aqA)ML^NS;z9$*s3|aIp%e_y3`qTaj*j?}YUvG|ot@q#kv)N;_*~!`L6SLWSd~W?$X}-Mn zuXuS5^ee=NAAZ=s{On6f&m=1=D}68HD-!8@19jV4t7L*%R(!QGHCC+ZDYC_21yT~M zF&Y!Cx#Y;Q>1NQY5WULNn+|3$xdcl?X6e!-vL}dQ60H^l+&<>QgR6P5(J|HpWeii# zOrJ&wvPP*P2|rl~H(i@an#=YOcr^r{5Ob734dhqz<<4F#i_Oxq@H7jo*CHSsRYR*X zEZeDgX+r2FX!X+b5|Pa~7gWzB_q^EK^i-R^&}2&PE>$u>LGb}1wN^fRWGLYicvWzr zdzBzy0>{I!-pys!*z4U^F5OnZ!;iU$yg;ExU<}!ih>BnXw4(fK)JHDIjvX_n-X9H> zFMD?}R@_I*<_ib|lk2XRh1?}2It{@nZoJ4It&bcz;?8;Vo8Roi9Ge~*To~(_4XX4U z0YVl_B?%f#Hb%*I8@*&D#hol`49R?@BN6j!eKNq4Jx78H>%oRbphu6O8fXxd4l5~} z5e+6Xz_~ES9J1A}bqt{qE5%{S5oc6EVO5b;21%t50-%U2o2m9g_8M^f1=3s!iV5Gb zVM>IuMJ1eAaN=B!!r_AeNEsi&&u8i%8!pjj+q|g0Jx{s1*3t zi_4dpl(WY(K;`Pr6+-kXpl8pEO-sm-a4z+ld`)W%4K)ii?s{2^D;5wM>1e=nl%~)c zFP5c`mAsg-;RVgqyWjh#Gq!Kv?l5)la4A9dt)iyS7GYGT+{MKlvOw+;_5{WP^~-19 z|1xmgc)2zam^|~$Gd}xTJUboSTks`fNoiSu>$C!!fB&`Nv;}p7xT)=d9t<3IZe#~v z8<$PMkbS^r!bPL8f7)+71nPOgv6*|r@>3iyj5c}hwgO&!xdf%x+C3c2ZCTLlPHl;X z=sDVCjMCf0+J%JB?3NI~W`=p(nAs0K1MszRVPd;O5{`yp8@^s3n{Zx;r9nPN2!a}A zlcPW>ZGCJs93o@WgHX?m7hi0Vp|m}s>JkpKjwiAW7C1_>z*)2RGT?3tg^$0UjozmU zro#)72UnNKL*T-=a|9EXRh6J1ddT#8uo<9d^Y>d*Pw!smy;)SiDu!F&>>;QLe2tB) z;WQD3qyrEEvK)~iuw=Xz0C?QwmX1D&QH+oc6;=<#lPgJzTk8=rw}5b{l#He)7pD{Zh^X@Uy+6 zN00jc&L5;ZSoiMTyLh%@rqLE;ix89+=8#7eLe0t{2%60XJ#c7x#>lgb z-UcoW31P)DM$*k&^=ROb2?*#b5f=p!NQhEyk*i5dor{fvF<1ynO165*ZYWAoGze}7 zeWm6FP(y<;rHJfd7Mf*_G)O8Y{Qz;-xQ`ghVyGf{=FAy)N^IS*5Hv|KsJ!gO z<;aGk-lh9%ZEgO4E=P&11#VlraDn9>kf z*)da9N;4u&l#F7|Kz7K}FwjGwFDPFc3^f9LHtZS9lVATcWEvr=Lpu*k9JoMEFPz*d zF`~aw{aPDnTs8a+(w5RV>?nxW}alk zWq=7-O{~Dh_3<4_?ON?=wle9^*y~twbSV&I8QBSWxr9%T9$6_ghkj-pK|xS4yB|J9 z6dIcB&_h6D*5)ZFfu*AXGG8t(Wg1SKvr#TN(hC|COHXT$J@%MKHGl7fssU~0vFdZ3ayF`F- z5fy}zJHdHjlw(63Ol2o=?i?AIaYG%B1ZNyy&AX>dr;;pS(#w~<9wsFXUpVBT^k#># zBgtr-Y4E{W7R?=m&U8xnH8zECdG_pCn7}ocf@)^ON1zh~}K2*}o+w?EHCrpZ#YuuYI(%6a)cdGe&$_s73} zfzQkLN?sU!gK*0&w=5p7S3$o0Pv3l3*DwF(Dqt@{`0nG~?|!$(1MiZ4|E&2R9Qz9R z#EBDDrk%$lx9{U@CWLNGE8ojbPb11`5w^xu*aS5@rbaWfX3%Y7Nn3I~va(TR8kUv~ z8yZW3yLkacHi?upWM)8^nPv8R3(ReTn@^B@VQsRYiON zAPh?g1sa-H6IiN75v9XRrn1na-z^jHKL1Ah= zC+iu@i)A~W1U2;B#d^_=sw6T%N&$|t(5ML+n&K0H$X&896-2UJSZcCnBRYo3?3wWu z0+dUF(0aa%^(aZaO9nM)1eByEqDxU|S^%b!y-QGTJyT=XQgG)*x0NB=V2*r+wu7-z zLx7^g!5meIqbEl^t07}UTIFJ_&d`jK>4B3a$WjBPl?b%vLQooKq7N>7oGUb{)va>D zQF$MdAS^U5`iK$W2!VhKP!^FuZ-pRC&p>O{L2Ej?eXwE-hrp6MGA_w9E;Dc_RA-~? zamXH;2MlH!FFg(Z1a*)&oYFMWWYsHfqhKj%5$hC(9)JyY3u(rFis+$CtK1iwF0RRGqHp&&|5%YdS@{f&BYiK$o&@|xYs4Zf-+#B}Yt)j}by|VV zzyI1C+|HWY+>P&2?^17PaGMhh5$pgq89R@Y(P`*p@d)7qVdqZoP-JI~2X(*r>aO=! zik=ef3GK0VD(;|cBaUMr8Z_soU4_2=P;^Rri@p<~y$%iz%;@!+4N8xv_uO9C?Qb*; z&<3l)6e|~;0YbJP+KusH+@8j4RDe=rsd4cD(`R}x?Wi~q*lYIlHeuWtxBIm*%EFMi zdVyHdfR!nY-PP8L2|XO4HB4MG5P~B)8Y=A5#eSiuV(dAx??B-tG&HBS&_>B3qDuBO z!Ucbc!1N`ur#{WYp7*TJeeQFR&5^I{)sUkmuEIJmf(4>nC;J$s)9dj-C5 z;eterhAARrqYzAlw_5-1lh25}?pdFv$y)WhUwU7)c&IZ|=G_ftj(m>f0gv7r;<01L zd{ye7FmiKwi}Y8tizn=6w_K|E^uTZoTzZj|VE?3pjs` zFd1(w=yj`g=%@54y)11F(V09j``J;*9^8eTQdyYM>IVknI6No8meOj)jj8ZdkdXB>3;6~HjgTk>11dc!&cfCsuLpGqg)Voa1Z1T85 zw`j?Cpq2Xu&I}OHcmZ*#GGsNBJAp4g3>1d}JtZ@O%l0m^+%w}vP>1#2B z+lU>;yr?0)UWMC0$Q2MKM>{~(Lk6G%ims~M``LpV0W1)KxM*0hWCjYE@T(+xFmZ-C z$TNe$o()F`Cd+cdr>yN@a(8q2T+#o+-ZARV5}lVtBCh)sf5xD=GoJI9zGc(9EN%rs zfH4gYG>U-F*fFw40CW2cO5~O(LE~Zrp_dmMIGB@Tj#4uyC`^}JgrjsxSxw56I|C6h zH`)w3m7LU0MyCK}Yk<2VuoO#ASpm5N#D`Lo8YmG3s>mIMCXv!zqgKr$GcR=X=Ft#6 z4W4AN>E!9q|Lm*T3SEE-aQ z@?sBPW2|Sd!nkQHjnY6)gMc%IB@Sc^;i$0s$BRYz4~2dGY(-|K4#Afr}`bQm`~r{!D4{;9I``UZ?L_OWIqr0VtUmr(+M92_*#oVE)n3Fa5SO+TrKSYFdLUj9{8|zjlD$9g z+$as%emnL_1{KFa3>+(Fplqr_zZXD4=rd(882r?Iz zLa+gd9zGn&G{D=vF(C&f9bN$Ov88(uQX=oXzVg_yV@Lb5k1o9tn?Ww>sYF^FB99Eh zM(GJvQk6R6?D-<1;W8$UHm86~dOZU4%=BQL8s08lmUYLIV-z5zvsI5jU$NM`lvhU* zjX>UH9jqKZT5}YuMuTcl5XkC-fMvj56WS#NGBbR%-h4$tn>`wuQK18oIAoWMVH)M$ zyREn^d7(|Xc=4j4AO7%%1l%aS6ib!?e1X_-vHpG6>5F(ru;(-rZFaow^;ZMRVw!yQ zX<=K{KHFjT_~Va1^2j5;|NYR1KIHxPo_p@`7P)x5UIp2o{jN^`^@ZqlPvODN9Gn_&_U=q_jbs zBPd=*l^P(&wkAJL@N0bEq?j`9D!|4l%n_{P)ng_j0(?W1E(Jn^9CMc)MlJ=7o~a>&f}mldM5Pl|UJ%$| zOM?kwXkf*dk{}j6K=?A!EDvS^!GypDY_i^g0?^cG6^a3<>KULCDJEFppa>ihC|Q<@ z16f~#&nym%BaA0^O@cvjBw)^$jnrU5rmPf{LVzkY0vnCK^yytn4MU@R;o}@V$nh@( zOF8mI3g>~j{wYe4+n}5>zp`tA;^y1QYP5YY!sAM zi;bucPlU$Ssusm^VkWx2A|UCXdcJVs!moe*YtIAcr$$M}?an*zTs-xb@4s8~HEPM~ zI<3HKdH?fnP2X+*cH1|;^9|dVW#`Po^Q*plm6P+63qw zE_Mmqf~Rzk=ynw^XrAgl!}uP@ANRTOJ*D>-Ljdg|koC}PEG$o*I_3G_2k#z=XrMtB zh*?iTHcWe(ZN!czVw(>QJsaDR=ys>T8+FioWzeG+VaAXJMV^af`Dz`G9XeRq%``3m zDQ(3JV#`H?qtVz`ZKr~=aS4i^S39KMhX4xVNnTAbN6cO=diyYqC>)XD1xiLn0kR}C zM23tuFT^@5I1*TjLg*l%WDJclOFg~!Dd2>T62?*hs1%+vO^~k+7k6g!<&D^6$r^s) zxGRN20i`N~o+dgQqsW6zsR;BY&dlnitUi=R^^PH@4|?C#0mj`n(W*!K5(#BEq(?{-5umX&ZD@` zlq{hyed$Zyd`*qsZ*ILU)(###=trB2GkA66zgvIdePT8{IGg>``sICB2YwO7r)0kW z_2sW`v^|Y@4e>PV%WhwD6Wl@WBab3J(Xyf}TFtHPg~e@Um0BB?ib^V-8BtF&Zg%ud zuGv?Ai$|km(0a49%r7sa>`jyTVnbud1TkYkuo%dq0IV@i9bP!R7}3ZH=I%?YuTfx;px(vWIw#fa10UH@C9zI z_V?*-e;`IxPcujEQ$ZQ4o*UUt;^o&@b^a>W`=&=t+Xx)^W`_are7THf6cYwY&6wW2 zh(ePMC0TLsLBOR^Xy%S!h2*X`YOX0k@pZc)X@PO)OC!2)d|7HVxkr+(M7Yb^D8SYL zvk)YUhAiT&dcgvrku1x0fC7PK!v$5nQTW9QlWd3!cYB@9L{OS+a42i|mN5fEG6GVX zqQJox4VI=uIKCAJXH(|p(i|W3Qj1Seyx0_uI}U6B(&)(o(d)|>exojh#sNdssFF77 zCXS6lNeVF$;V@={RhRHVQL?Y*WTloSG(9B{GJrRo`CASgjZ1Q-y2 zFrWmhk%2e4=gyt`#V>y0AHVVzd~y23`{zIZxwBq4_P5{e4~kxC%lF^w^gU}yduvwU zitoSQ`rfy8uI=pQ_f2bW8ZW{R|Hs4b^qL)jVAFHsyRW-+ce~B?F6{vBdWV92VAwS3 z($l;5onE+DYMxQO)%r@&-$XpM{;RWT=a~N}%kvU1dT+;V4W5L3!{s=$1qJKL#EESG zL5wn1G}+i5nSru9d42F$1)NeZ3pR#?;K&_kIEL)KaOj;H@p_Gm&&_scwcWIOv+Fq%SO#d+HEBo?n_Wt+3-%Cdk zAxH-eINZgG5MuGH%pvS~0A*G{SAf;>40})Xa2!_Zo z$qw0Siyjc}lu;t10m>x~^eiIXqJB-`ebDFCzWnvp;BC?S zuWx?cJAS@3erT~cm79|NJ@FUU-+5Qpg@2jN=FgZ{v+dlu(?9PXIe#YPg#&|bIOX-?6lOCv>CUMR8@Jc2g}2}5ER*S5xup+%&5t= zwCq>iJEqu!B?E0*R`W$}UaUi_!p{ttK{ic(Fi+F;nSC}|PlFsS3@#d3Zzy@Pdim#n z$@GlL^)6pyV?P3syWGGx0}1j{E9;glP0LSoN{z6niIp7ra$%r%n-h2iMQG9Ht~hP} zs%@xAVZaMcE+JUq_6HMfCHvW``HhA-!i}+BTp%XPkkn{QmcHGr;&3G^-1O;v<8g< ze1BKcerWZM9Ug+l9VRnP+yY4le@jj=DFwnA0q!ov(tu~rEKQ*&%JX$a2?PRU#>#F8 z8TBzr1}l(**pBUvb5yzGm@(EAisN8t*;jVCbBEkzw+S?#zl<;%Kn3*rLZqb|#JzZT7&))`Px?97D#WHOx$-G^BB_Tmoe&HNIZx z=F4~bYSj*Au7%Lpd%YqEow6C>0#=^@O5HlM$ZRYjGp^lw_;s_g20Br9zK`K(jjivGDE=4 z#ke^|9$_wm3Jp+kM0e>np+SR2#-lfF#s-biY zDvMF9M121F=U;f?g%@9Z(f7Z-|C%^dohdlnx%~cjYrZ%wS=|s7xZ?Zo7ykPTz5L$u z@ArKBd*6Qgf1iHC>KkZwKegMvT(boc+R)tWZvSq4_ivjC180q`!@aMuBy%CR-L-kP zi5arJ*dLs&PJA+7#z5>&@R`}ZJl^{Q#_>q)-?rt#%w}a{vEc{}%8o4rFD}B_f^1yO zM5ITRk|xZ0di;~&h?_Ac9LtU%oJPr@aLfn-5rk%mxfE#F<0Dp%B2s!=ai*{oOLI&> z^L*|HoW8B=i*IH?1kwvc0AedvTbJxzV%w0oYO5Do&sW6=WkD$ldwo;Txc~}6fTH9@ z;K(w)xXqMFQBvQv-E`AUqxk+YC6A+PYiqoi38CN-<}M0)juHe6$yW&A3=kuz2``kq zr});=qlhmQSkh=2vox~~M8*v{I~po|IL=2hrJ!PQVJrn?jMAF|1wlY)O;9$Dwv3JT z2qBQh7Y+l=(V)pdT+a_;88zgx=L7;M_>2v4Cv$O$HhUU@;vf)XL&z9%-f5IZ1)?{_ z`sRg(u_4O_G65@19cps%36eCO!q$(4q>`)CXViYx@5^7GBbhQUiT>>lKbbgm=#W2o z>+gTZBwjVaFSbsvzxl4tX8$~!?YU~$1IU}Z@2`F8Vh59vfBZ^<()63OlP6EQcf2@Q zs1{N$!esT)+%nxnro)m@K+~kc>TfnprJ9=v@QU@WGUtbL>_E#h4dg z0!y$E2_5pR~ZWNTeuN#o8KJ+e=6%CXSyvWL4I0(w_ zXFpzn%`ds)Fh)jW58Q6kJwg!CbTcEv(KBWeT0{FDm!z_ec~``C<1Iy(u#sDe7+_~Q1*-!Q!bPmR-h1|N0K0fb!83si3^zx zFMzxl6rFn@Q>gh(=N@M!9Q)`wZu|wePt2UfqDKrqKDeREjJv(v5RJ>~V27~|{mG9F zA$VZ{+#NimtOkiFMsJ3`0UxU$k2HC^}Vo9T^!Tn$RpSaZiv^8WfIE@Y>5iE zp%(8iA2+!r7u%EHe6si7kAD55^xys7cl{MG&5koWGIMu#F53#)j`a3DH@myOor=bd zPiCyQO|_*kvuW5y^qOsi2CSWpJ1={MzR`9VGNqSF2bPoT)?07I-@gQFkF_baYjM%q zhiM3!(C}U2sR7Y5(~o@n8rnN@QMj<@<&4vF(Z`JeUz!dhvY5dStz z<+AmW326|3(7P}%Q5d)sBK`n@fTC%SWkcr9mtcP`NA^{f85cYetC-B#!0(bi160xL z;A0O#C4p${^~K^&uJVpT|7NCdVZ2Xy>G0vdlQGU64M5;S=EWV3Mpj`VoGfHCC|MFH zrJ!dZioEn}w2l(=99V2R|ENi9cyk_Y{ z=0Yh)WohD6l`&1#b15C~dj00v#}uB>H1EG=$^)J!Rr7WH_;J7VbJzO{*iY84{`bG_ zCfoe!!ffWB!15F5S3V|L+-Wu|@7}%J`>$`Y-TPkW{ZX@5V6R1fN$dMES^E%4`j(}a zh`s`L6Iq;=mg%l^s%Lf-)+CxEQ`5>^tiMMfmo;9kE>KpHIdV$^G)H8!Y0AjZOeopp zYUa)y8RZV2UNg&jOaKDMM2nT4ixy9pLm+GHTc~WvDL3f32hN70Mi`n69C5SQgpiH| z39^u2%0fe9CS|KsAh#Zw(x}S&IKr|dtFz{%5<+NJvgu$s&wTyI7%trfEV*b(q|_KP z4pX(&+*acQ4ZV8eV~%iW*FpfjrUMQG;D~V#L39(1m3D zU)f=@u0`q22KRNS(_fdE8MQ)3hXmIMegLR&N1xk<^G-W|cwi=;n*xa&s>o{Yl9}j~pcrT@v0_uLAZTDQgpbCTzx-wE&~sN%QbUzI zvhETrZe>lw9&>YKX~A!TU@EVknTYys2i(L;HYqMEP8{TG6nQg<56<)ivk5^XB=cfP zgPwHAa>0`?FZ6gpGnM9x-mi2J<3+}wz_IGlz!VWHjk`;U*ngU)YRfG097_{20~HWm zIG1`hqSMIQ5LUkb_2cK>e1#SW8A>m|m>)QBVDY3}zW;8Cx27eD8>IqQeE*WtULzS~`_*%10j&|UA|cZ0jN-Ra%C3l?T$q@)&;kW}=&-QkfQl_D2?^1L!d(jaibB~Ok z0W({=so_Y&Kx53zC|1f?pyIm3je#MLxSHnyXPjy{6u5|PhygSW=a>ZOGJH0%av4t? zlJ!+mAoenqAbL(2L-0FBrG`06P0`q>wkSqJcFNOpj1?stl<+ajs!?MAmXdE&!LsBl zgdTqB5Tp-{LFZ%K*g()5;;8lbAtOJp@~D8A#)iGd9Wond9KDADf|uy@|Igmt{@PiU zc^oH13Qa5o0%C(eKuf79s02y~Pc5;n3g`=CqCu18;2m}H!ZGKn$a z#U%4T7DA6>kArxBk8QW5c z`ozP9W|f^ME-}4IDqtJ0s#;>j*IO(-rQXhIi51`Wvq=;mgFTN8vVB6(Ou<+YhPa#4IRvzlW;sp-{O z7?4&O0~wp8*Hf~Jx!zUD7EE(-A%`a*0VWHQJ60mW51f|*W)%;?@~M&w76zE?;IcO` zh{}m!ANmZ+4U4|xv_vw*gOg!uJv(( z;m4p6)CX9m*w_kKi7b{oDc7dpm0iy~hO&kfKa3&2-fq73wXeC>1et3lnt+irEHH6$ zDxRjCy$W*RzyUW|p#r1T)O_+byF49V2<0eXQ}mpYk>F(FbG$Wc);Po*ckZ@qk*g0F zjNl#qR#Sp{<)Sf#5S!Qx?M8wjj9e@qrJ+y>tm0G|jZ^0MF*r~B3mCWGe!Jte|L8M4 zHiparxMm{j1c5ch5!s^H8(hP1RG~1K(n=FgX#&#-#@ViUR#6t|vlRx}sow1@NYbp#WNG;dJ zuh)fZ&zLP_H#3hl5(fOQ-oaOp`_tLm7JwA0%q=THZ+A3zwr2y3nhS1 zvtnNQyvPf{POp_rVg0MZtc<1uc;pxuJ zRPOK|hj0>@%MnbE5Hk{n3eHfE&=fXd2v6=BLmKfz@@w4<)2N<%gmod%!w{5$JcjCn z3au#~%g(GJylT^ET#HlRQtHKq90p;PXGNfaS9x`V7ao331!n1$j=(7^<^;DhCh|2! zkdZLxfelqd9~cR+-q2#n%Ll(S2w|iwBu(TkrKC)uHHFP4At<9dYo027|LZYn-_-gp z*y{NCnQxIisrr)CtKvQP+~b$S{(iQfPptkI-oKA<-MV!ieXqa%dMDW3ci+8z`*wda zFGr7~zV`Jjq4x;wDpnkqq`G-XR-(3?rBqcFR&c$hj5ZskRWob}$cjwg#W;4wz~h0m zvewrExl}P2TCbiqY3OYLNNl#pY=2LWh%nZXl55S5n#D1lFyz8RtF_+N_+fV(4N~7Qwf}^#Vr71b|>jsVN#56OPoRyue&m9om@H zP-?8e==JKRjC#A>EFJT!EH#c`*orVi8ZodE z0R7l4r31#VDFB9&6$ycop;>1dcV4&q(v8w4M=1V$F?20BS2czj22;GNMoGc&D>Ztu zG))*^E$`HBi%9M!| znClB*R`KZrff7ecABpQ-7>;xr7+$19_S&Mnvc{?5?3N)mLp&7?-WrKk{C2Wa2!qz52$(HqO(`@Pxwu5q z%}6N#XgbHF*?zN#>W17br+LRl5KVN?H5x!S7@on|?FnPQfn>^Ld79 zB2IWE5;NOYpI>^b#*xU`BG=?w#oBe)>?;^qh*lQlssUEys4&P*YWNGaYX^8V%T$D@ zib2m-l?YNUau|Vy?52rua1t8A)6;ZbIcGG4W;;5_z&V1UQ!MhTa)f7-oUFcH9Mkp~UZu(sztw)^O?pD4lg?(c-CznI07( zjpN$E2q`um#n0Rj13)o2obiCsID0WvTzzF&lkXqz=o(!U0f`XeyW@X4hvUC;-CY zc3h1TU~MM$vdJmW$)DO39_9Vz5%gp1$VqZVRXBg@6boR%VBn4kWHMDcL=j)=wp_P^kshZR)$&-EtN-T=qm z*?EBoxW5LQiu3`_%Vs1^`o;I_7%rR_W$}px=I}Wx;eoQ$cXDT+A?)_d`ZPs)4}M+L zs^-$}LGnt)V~6ql*7UptlmqjYvWyUbR3Xb^6CZju{YSmqUcE9kJ*T8}U z;t&JbG{pe}hka0MbQ5a!)DkY2>&R63-6(*HpNwo1d?0B^Lj9Pd?@8mC<0!42owN7& zXx^x59bbv-C4sb{~(BHC;5Mqub9E{yg-mPD5$0J_iBE1(h89%Y1}C*#DC zgK|edx}!@$Zg20h2gA%UN;UDh@$3r(rgO_45Lk1JoU+|PYP0miTu8V)*7dTHsU7ER zy0XHC5PZ=~`GrsbaWxzgq}vY(*|%{rY=Pa)Mv=_%?1tz{e zw7``4_ohv97x)svMCxE;@)mN{b(Mb6>LDRfK0{!LgM}Sr#*~#*d=wv2<32P@;ZF(+ zA)e6eY9$!CcIpRenELEW2021|>DjG!#EmbK-_>A6j&wlh@kIRkUE<}b$hO-xGf`q| zkUxT*mmsXw25k@nrLR96zm2{}#4l6&KAPVn2478o(&jwrb=&t^5;!um`ro;7OuEc) z^M&y3?U(SI!;x-=vWgQ#(C2o-CH5juYon)eXbcVVjC;qiTa%uY zhQtZbSq7qA%Los9#x(uElH}KAGtoXQk~3osbn*C{0R|dsC$qlBw26X4z>~oT;=Jv8 zYJg{oQSPa1jD|Ou3x0O0rUD4sT-`z|7Ns&S@FBM`s)4qUR?rIp1D|3m7jQ-W95pJx z0jqTn)gS%*%gI7hM(UJoFZpdBhq=J8kprWDj0v3aCS=R7f|^LbPiy9DjY13?JY)*x z25HtON<+DUnq1x?P?QCSdeAq>#vPX&i6mccsLfq3Pihl0cj^5X2pyl}DfpcGub&vle31%zKHJtw$Ui4zMR zP-8t5SLerl!yTCEi(9eJE!Oq6ufDGR@qYj5-!GpSjCrw$Dx)K z-LXwnrq;0rD8$58>VqZ~oCMYC-Qa4j03x;%ELqJLaoK1|tt_vV<<*nrs|zQqNPTxD z5&5+^%L6NOKd1HUr$H=KSNwMW3)CwLEQ>J{*VFn|Tdxb_L-8D&FD8?;nlMq-Y((x{ zy_Y>mQe7P+)aUxB{7y4DCM;6|wc1V@INmAdx`eu65En1y>kpA7)++R@ChiQwOYH}^{# zz;0yNS*#9tQ}F$0Lt&82pa;90jQ_^FZ7NnZ5DVnAWSKi1kFM^Z{HWA{giqn&a>-0q z6xj03p;E=-14ExkW`B$3BekyRJ&OAPe+>c7ZuzfPWaW-GJ*WM2bDS)cwLe{i!ha(O zb6Q!~Rm6XStnI)f8@ORN$g+x^KbydYZf($(}@W|+hvL80OTSX z`3RzPC8q@75CIXBQ9Vb4JzlA#R2QdDNiSRgofrNXw+_U+j9j*rqEE$>xz6b-bS3FX z)gta9z-0v2hS(Tp6I5&7Xp~}AysjN#FYykgT}qtY$}9)C#b&|+J?Y_?|L_6YE9tHu z7_@slVgK*%;z{_m>f@e`7v0pqb$*;~4cJBgiJLt*8BM(YWcG{q9rf{KH9?gam?!bJ zvb~mv^ieghyt;EohwaHU)30elGIJSKU;FMlnXBW<8QjU!oL5|E*enW1l?7&?ncf)ZTMxUjl_D!{#I(vs$1o_nRaJ7G#jxzp> zlFRni;7I+O=DyF;)bXm&U3l&*1_yLf=7j)xbkN(y?{KoQ#DX{R{0hw>i!=4o2Oq+; zO!Pr>`B9Mv7Q3Z*E=zzPDO-GJpkE`qvKkiQrY-7`<$e*ub%PJSUMEh%rkXYFp&?r) zQ~(mA#xx3h8*9GQ1-fWeZs(p#6o<=*)be%MdL`svrZlsD?Fn5@Ehl(K=hF$_F$h?<~ z1lz&}n%RGvS%Pn9H=IBzd$BQfD}xaUoXnoy2GX;HnVdcC(sOwil&zo{L9rn8>dWkJ z&kgJPPu$^$diLjgb*9?Gb(HS5yR4Y6!BMDZ+`_Vyee0}@Nl`RsK8wBRFjLPtk0e`KFF zowS5s9C;O?WSrVS!`|-vQ_KL?ltXVGGr33Y0ha>6yp=qPokXR2ate3Z0PG)}vCjPQ zx%SMIveq@@)G4T1nic^e)|O{95$v1*D?b^L7r0?ly?iOPNRJ=JkhadQ!e9}96baqR zh7nUUMotYO2E|DGCgpmmw|DB#`fEfF8VS;wL7+ySjtb6E2+5W6w1S$F{jd5&o;r23 zpGoG#S#4WGRE-p%dykI23li3zSiqvJ&A)Z#CjMjFm^J9xWFXH=xXl7X90vndCj|j; z?k30?8Z-YWG@YZi=4rA)CS>HZjhej{G@UznB#vpq`16Z#!N9;FfHyT+{=G^!QP&7_ zRuPidJF~WA|3Sr*;!iinepzWCjNm`45lBs$A?~Jn7p-j7DD+@mtID|$)Rg{mH;Vlw zeys084!30GAmqa1A!m4rL1UO{NU$}deGwijEt${8r^f9pxrGOX;lDr2?FR{g$;vv#wKy#pmvKT z8_WijDs$wrGjQmVe>c>W;iY189t_MSyAsQ7=E z?EiLe9m2LYsk|rYFC0~!&aANeM$y?+<)fJcZI56M-2f@fJww^b09a^NwJlv`Gj~{9 z`Nc-|fVy}4vsnaoGA4+=op(4?QWK0O{@St2Dl5SvRgArGEz9Ppf|vtijB^YrG;!U# zij{u=TUg`wp?i!;r0bc4KvvERU2i+zXCnt;+`>Y$`8!m^rw)lglVY{f{X`!0l%(vw?5?S20zD*jt;(8Fs)j6WLmrfeK}T811l7Se;Y zL|wI{iB&sRHo4M>8l)P~_la2-1!`K4a;<8Xi`J;F&bxxD^lz0_NGc+dEt!Y6b6hAU zjn(;A8-yxewlqv6Z7_^feDN$i(2nnTcEJ_EmDoSyfihKoibX?*I2`K4 zViLULS2Yu2bda9J7MA^Hm9}*`nG->OloLn66WW*9`(ufGB`FE)=RamWO*jgS&giPy zY*Lby6m`##o{@emN;RWEx9ey{y9dDFUDEX73iD*rX{gw*%Hn!*ghR1ul6edrk`yT? z6E=YH2SXt9AeLSE0A=-7I+$dwpv5b_u}Ic}!h-G8{CH(nB2zYRn&(!Nxczy2;Z zMCBA~k6C~BfUwEm{-!W1tk@MUxnK4sWV}bF*tswh4f1QbB`R;2?XHkCJ9DbIvXY(uZrzL790$uv{DbU4tqzVQ9<|WVD5<7wCW?Aw<-lic-Ya0NMl- zV*vLV9&qRgw;cC`{a$Bq9``^PY8Ntl0{s$V2%-C>YMve3FULK8h%e z`)O7}9MVAJbIInDem;5oA3f*e;(yscyS)ul(4C|aG0e5R`5T;0RLk_Mh>Q9DI_Z@( zqlyh6n4REe*H3IdeEgjYFO?f9(zE-t<&;sNbBL`~rpj%|`91=PjQLU?WY=(BmWofN zd&rFU6L9;Sd-#>+ZZ~{IMZ25Yx%ObRy67e0u?S1jya%@tgSffl4t0B%$~a;3R^ax7 zNU7Wl{7;u-eGc%lovAnlkTpzLX)iW`pG28+d&Edhxun`9k)s__SM|*?HtucyG@e%T z)OjvmO!tf~W_%Im8rb_LOfYhz^Q}Si0XqN3;PZ8jZ*H*k8eLDESRi4y~ao(B-DM zvrILs=>GZ^a^+SDg=1z303(k9W7Q>GK_&$ng;z3^QGZDbU;O|nWxSGS)Z6&`jQ&Vs z#ppz6wwJWqX(X9g9R2<8j>fWWP~O8VsgBQui#L_OGa7!bwn)_}KHm5;Vc#2-k-TuT zTJ-k*@6t8mSQ7sGPuY6+6H{8w7c9!GYzBYW5%e?}5B5d`lMpR-)7&NI*7o04;A0_G z>qoC0-Ix4BRT}SO11or&*u9g!(C?y4(HFoq%&+8o@Nju^JTVz|#0Y4WrFa?nsquXm zhIHjC&A@~;SE(uYZJ-IvQIrR1cE3D!VPDS7vy%7=Nc}|E$FF#rYwY<6R1_oPsH*o9 zCYBCkrtSs+c!NC#6t%YJIMToCp1crW(2R0^1X14pXsTCzFq&>yAzjVS*$Yt@hrvnd z0crP2`4WxZC(7M+rDlC#tp|YiXOvFNP#J~0BgV9#aMS3?N?yxX#wS^C7JV!xK{1gr zx$Tu{v6%(OdHgMv{FEW|I7}JaKSk&Xlh+7%&AhA49Sd$M1j+A%{!}76&fwtbM z1G59hjSa~*sq!n%9(h!G zDU$l%-1*YA0ZO(JS0HG&lC}wBG(w6c3S|HQQrws14Q}|lZq8ae@q!&CkSoKyB}&)p zt{qGAkWPyRspH7x+YS@(dwY3){9V6QVM9Ko_7Vrs|8TqI$uCqJlEB{Eu@$r6Z7lEo zZy>+`(ob6$l9kO`$*T@DV3yI3&K=%~;pe@UIXPU?gI`d~)A+}|Z3I|_V33s~oSJaD z*}@2qCUW7FJ|?0=&taB>C1CMev?GZZPJ-47Ns=`h8*c>Zvs$`h`EV7%=RnIVVjYRn zLXUB|!kH=wcpit_5p*qG<@d|D4Y4aTo@p}9vE&4@h*y0nrzyPZM}J!FnW2$SuFnEK z5B)wto#niPJEog&UVM6Kir*Ct_y8@~O-?H)_#K6j1KX%ZDG31bS)xZM2N;A7!2ZB) zP~b!9;wNhTJA(vfnEyVt9uiLO{Veq(#rmU&F|IJ6S+s-@IDm^8VJ;wT@xU8!xjtnQ zwx3N##egX~L!U^1o>%Zk;u9aUO!-goh=~MJb@ChXmh6B>2DBbaSoXaZdc6(bJ{4Gg z#s2B%mj{z9XeJ5!Qa&2Fq0LBok+MpW{U4D$=Zgt;J8&uBH-i2ms8T|x_XuaQclH7S zbKwv!cHjb$5Ln$S3r=@q5y=^5#PT_EY+8_-KKYK0lkEkUZ}8zqtZ=I=D_RvyiH6)h zABr)FrMXZjSi(c~w_4wl7_k@FEqT+po0*+bv!igR%MiV*XVXTh6ww)UupYz+&cvXa znG$)fnQZjXDb&3sVgH(7NAuA$jQL9)>F+wekAZ7GK_8!H-eC+)T$rxzCB2HhjQj6q z>+*Q{@k)I`@4w5x$9t{+`DWB{(o6mBp}u0TPwbZ>(5Lrz)>FY>&lnnsdeuORV$H4P z!84z~awoc5Sehrog$b5Q-4+FJs_&M#DO|S7k`V4D$&=RK|9U3|G->rqZfmu%Peq=$iM(F3`wCwhL zJqIpiq;W-&+!YThZTsfA_?iV!vI-oF6^W2Z&x4e}(Y&%HiBE`Bh`c*YrK8i7WJSP& zTNvIJQS3LZn$dYYMzMi7gG1TCuJmO7s@W#dG#u;zt8V^c`fT3bq6eTwdjfoXqDR~A z0YuknV@DkjpfUHd$<(id6AG^PY~Sgt+jN&l3KWm=P{QKayR}yywLy+02S5M zMvH$TEaZ2EQ`#ol#(@;`f$-NchCdwI;k#!dgBYh(ygy&MXhRGMFChpA;Fk80oB$5_( z9W(Opm5=@ua_`^dd7~R-XKLa~8m-)g>JgQ{K`bz6i9&#*?T@l383T}JJz78qrFY*y zmaYH!v-wl%`Om~_;sTPDt@iKcJ8{I#-6}PBz5m}|+y6UR=n^LjS@Hi(77TaXi0E0- zz|4c~kf65$ZDDPNw&&AK-K>N@&6yx3O`OsQ~;7U5zeO4nyQD=O00GFth~wH@7Q2X2r|t7KizEB%PJg%CzlU|yjkYuCZ8_ZB$^ z&%F4(TG3?<5ftW904k;B*dyV+_nKkFUnu(cCk1&CGOj>0`AKi+^*46jh*P!nNai1l z&a?in7uyuT_iAbCjd*~~ z{Ad*6ohu_>b0A=fL-|(Oy|u|pH7h^t6;NDLgEXLKHAb#qFo1rt4!-#{uvNQT|7VG! zxGJ6JPj@+wv>NTIm%0D}XSmMx--%qGJNM`!1YsoZG^bf+I(6nU{nf218&Z`KB0_a! zSJ4~Mt*!kZJAnvS})t`nkO?!V{so2uJ&M2U9~tf7SclbN^PT5X2qs#)E( zHP1UC>(#58cc3cor0Uoa7OpDqtw}4HM8|AzUUA1zqa01gZh@^K#Mv5ce}GoYA8$rF zU01vJM!;R{h1@U4+XFwSuzyV@^uf@;Iym*oAcsSD|4N_@@`CEDJqHw zD+h2?9!W8b5V$J)-Z$-Rmy=4Uy1(1?f`lC?F09Zbh7#PJ?I(M6cx#xF4>(d}h8E3i zA*ttEJ#t8>d`5CAnu?YK%$jFED|xSw;@W4Wm0sbFv3U|@ypfB@%|9D88nX1$;&?rb zVnTD)Q*7X%?} zRH ze}7_ZTqxL6s8arCZNnQ|M(Xp_JDDqD@{+qD9V7icDvlE#h1w^Ft7q%1c$mmo#Od2S zQWML+woehb$|}ZPH$-Ti7k>F+t%^`XAe@r?k5-CJIpDMACIAF53f#&O0t)eVUR)YH z^fkZF6(dJImV?eZz|&~xbjfaMd%7-;L$gpVXdyVwFjI}TmizdyQ~8)JcstUeoB>;8 zUhPgUh(UMzd&pHfClV8PpWpmBdH(O%{@*VmdrMqWjFMn+3=&dOchoR5bxr#xLqu3q z_Pe|n^QBk~p_53lxIYzcE9scD{aYI(61_p=TDdbcv~fr>AE}VXEn;8PQKDj&tH8jD zCC^P}8-b6+4!pI4eZ$PYmI15gg={`~18Q9SUVg&&)M((lC`hCLq*9w5RLCNFd1^wi zY5qy8^Npa$%~-qAtT{ARVMoBx7An#`w0DUaOtmAF(wd#rZZ*W&H&sJ1#eS**u(M-> zCYv9$@0SBJCVxwnJfTf#FBl1*van6yQyUuGXP_Q7rn*-GS1Kg=?!TKvxcw?CU<#^c z=rBM{XmUx^gVoW@;c@OA?`X0pAO1vS+^5O!$C@lH*uSTvRD-?>34}e41db(~xS9^} zQM?tzlAx*m8|;AmPQq=m+1ir4Kjgl}?=1?F*SjK?6d0e;72jKF+n*&(=W}#>lu{<7^ZD}!}8iL#?|<+{r2Lk zwnl4tpMQV<+;g}h?90zsd2P_%3A->pp(eJooDc;cKB~d77k@*~hB)7UanAm@z8}Ga_Eo?I*TG2nRcz3n4&i9G7b>cGG`sm})Jg>EByjt>y z&`P(b)!G!MmW@jV4$4-L*CS$|Yohjw;u^REUr0E((@^tXsPthi*<;P zsafHPn0uzHnW^VulTgW0?5lM{*U>syL_~d@H7N`@Cw-jz1<647)gBW-sj_YJXdU$^ z^}>r**w#;Aut-tJJIX@DE6#{8>as8kW?2?oW?((Dyq8OJ!_|MAmW&+=Q>Twif1+X) z92xXla3;vTne6cAA_yVdOU^u(6{~CLYfGfx4aMcHk-32z{u=w5Jz^&a z=5%U#Al|)wb2Rl^x!ZKC)nRAs)~;dnp=**2?t;r2#!K;EiU0XxI%O6owyRz!)6_6> z?RLn}g6u34E$~eNh^<|w|E`2YaB563n}fI`bv$=L4xNr^$VBDKIVohAyqn%wDk@V# zoSjL`zMT5PFM(ViOg%+(!#CZ*iKhOLZ#T+`s-q5MCb?~|DI>&t`Q%eWtQ>o(!wY1J z4da-W`jEG|nj8fanLQo{Sv8k5$3H{ai&rTA&;y-*b9WKSlD1gy6mKn;%;PaoztycB&@4va_K}ZdPJdE=cs5!R zC7a4@y}<)VKr0AOuP&ej(Mr}`$$OPp}_{?HD3&}4%nDpooRbgAplh1#B;du7pqQa3M} zZDMMoP+U!T+WyX!_28jfG@N!!gsk}=qsvVyF9Gfy8n1#gos7@C#+e>m%84_ln@XCR zC!hzIog~3d|QnX;hV>q$YM9 zR{YC*KZy0Dn|!|_D``v_in8z|vS9S-4lR0tT?LK4uon@8ZW9^!Y3P<+WsCazAI>+MsF70ArXx^>i-l}M%Bu6bq{ zZ}f-fH`Y^}1={U-Y|9|Y)KtBoHG5IrCTQxpK~qXzT7S{yn}FiLYZmI0RZHs{+C%tA zVl<)?Xea?(#1A zFmtH+jQ3*nwXoxhS9d9d(Si6pS4Llc^o9hzE{l{EC@RaPj{{5BGBmTVIKf$I$b!t~ z)KSY_!tKn`wSDmC!SX&xeKBKX;B7oHV(cB#64Fw=yJ1+w*3PfNn7>KyQuD^7sjZs0 zmvA3?TsS(x-RYRoSw;wy4mt$UjsBddi^KO%lUthF1}V|U8aHBkTRyR6nu38LrR=D_`{Xgrd5qQc&+Ub@& zJ}4;F-Lb_}j1OyG8FJ(jSMco5!s>OeRPRmWzrU#>IQu_G7E)cOQGaI^6drG=J$go- za_lzbH6jqNO<}J6fB6^VofiQOos%@Y?Rfx0-Wsn@{4>?x2OBoeMU00Y96NmcbI zAW#QY2?%ot_8NK;m-p?rT}<~@h~O32l{Q+7NkA%`YaroasVxrPK;Vlg;VmHOGNf!Eu5$CHY;O+0HLB)4^QP^0Du4dBO092DY> z;7v68lYOe`n<5TGdgzboK|r2(E}=4_6t!7@*dW8cDI~<}=x^++`!q}bvV-vk=%Ueb zz|4}Y#hu1-{or9&Av!<_+G||GF8XeL2r)q`78vZ-pF2DwUSIJ0sWP7q|Q|RCC@- z%2D73u>bpOf4Oh(Pq+QOi6QyzAzjaKL4JeGc&VPfZ=$%KGPcZ=H>EzMHVO_Yzs$P| zgpk&ktrct;bCnROz7EmGSR*^6Ps*t|El}rAwzXCaIRY7D9#>%NV@}qBCr1)6`hHqE zwajU(M-Fn08wzi9nnYHDCu#lR=IxtLD14DuS>l>+BO>`AO_JQVgk}=Uexw`n03oZS zRc>Z`sqOqQsF1e6n}i2|Z(;#Y_(-CIey%MNRr#YeTta{CT!W1d3}r!7Me;7xl#`qh z!_2D`Lq>bC1`l+Eypdg;ugeELY_$Zub6Z}$wK z!al6-=|$txcX0(tOf}Uj2KD+u)iYe%iUWD|h%0S`6jEu7;z6mi%!Sdf2w?8 zY_*(s)Yft}E~am=q#(kC1CYYftbKWNK1z<2fHlc1TF@eZ8`ksqm;;1{dr4w7gjX?}yq8S;ZIP6=|E!-qN?D|Hm_;z%~@UE-Z%K>VnfK=&O#z9J(;@bT<8$dobN^COE}$+B{iPUI=ibA7iQ$!km+^R4uj&9JnN#s0H4U*Kkk_WC0p&~{7x68m}p>jViO_n@=-`N)#kWAvd z9Wm#ta*L0In{%4J$&e+ij5PpeJ}rc}W-CjYpL6Q%^}PUpL1pR$z=BLe1n;NOSdH}T zAP7r@%Z+DQ?2T z^yA&nJBnr`bOfB&A>VcQ*Quee`K>#UvQ_&#tXUJ({Lf-yQUMk_P9qrvBu*-`l&g(G^6qm$Uu`pv;u%NmL&_~)lMW8?UKB`t_idAcUGz+nc04r#U}n#67~a5&8;D5KjxYf%?uq#b6J^j zCdndx!QSBrfPa&1&1u(wdp29V2}~@LGJZt!Nm6m0h5CfE$c`MHll&Md(z;~@DjNqL zK*Ja!3P1qhR7VcL^oxc+aB^YJ0!7dv_8hvqdN;M38|Y`6`kB*n&5 ziO5T{OY243*d^>hreQo;luIncCdVI(7WQF(E|>p>dg`X|zT09X#s+;5u_0c5--EV@ zOwQ{0_PbFhGt>VuIh{D${bWaf-DcUyVd?Ga{3k6+itgO1($Xk<%RdjL9(8nUU|oXzXY#{rLpvr^L#OoIYUQo znt^hu9OHYy_AWD7c=wV46?=G`9V3vprjMK^Wn3eHH9tDp$Iyei`l3->Dkj&QqkG9? zj3Z4jg^IR6Rjh(t9mq;b8HEz2j@6B~0ejPJFvUZdX#sX>u3JMM#PSgQC|(Drs!_+# zeGnsieC|UuDA(pBpyxkyEOo1U z95CJGPU^QZXyp2!Mn1IsSsuE#xUecCWGOGM%~0g#l`+E$T8kf^vkoGq+$C>0Rlu?z zj2hNgd=XN=A4+V;-1y4f2uW(!apz1G*+ke9DPU}th0JTo2g;QZP`=oj2S%TWMMf;| z%yuOo=FX)ie!1u>m!Jfhm$GT>9?6Q06_Zt}wBd0BAS+=rmkGLFi3C}42>_?7Epsh% zQ`af=0EIoE+(wWzVuT>5X4T}}M;9%uE(8`5iyB_i-eq6;N~j^}HL6l$$>osNO(kPv zXQ3y1=AcMEn#`DANi`ndTIW@&^}yJD*lUHJjk0RzY^K_C#`PA;-mdXE?;$4oywS;ohkT5on<5 z*lNL#_GwWFhq=A@JzJD=?`UI};?o<>_#EF|j+5V?djDS5g&lNub$t=U3+g6QuP9#L zCVKR06RwN3ncUp|pTca*>Rb5N4=3kAcircWrGJkuIA{klFy+#OAgHWDM2f%n9d6l_ zXvH!y>c;`CL%KubqA4OaX4#&rx$~sI!TeFPtmE%v^d9dkVa_!Lal7P<%7aYFF$ZbS z`A0(g{)ax;OI$|wp0+Wi5bcof9H*tSS!gtoCih*$q`YZdA&DFy9VsYRnb)r$iv>;0 zrNg;I2`_NzRoCk_e(`U)16d6QG*jUNf^gHcy&V2NHhV6yNRleMZ@}PLPTqj}!jfIm zXp7KT_Vl?1$48Z~mFnS^Ntof0*QHq&4Qh=nEayvjK7|-^pkos)(K~i4BL@ITAWy-Q zY*Kh5AX?fUq6WZ^&pP)S=AfO5m*q~>FLO780V%^gu%jOd`8xkCIc-Q7PM!dF(PmUWo4HahYH-nJ}`Hs@22?g_m?KZ3Q$^B zBx}$3SHBUfH5@ADG`8+p^J3&f*!+Kyd&=XPsEy~{;1HkYu|H`ukFH;7ek!lEZhiE$ z=aeIzh?)>tx$E;|vyZKd{Z~6~|1vHIkl(vo?C*tk{v-C;-9LqeMR~&4DFeS+@~pi- zT7hPa4I||M6J=?&q;!?%7r&o({iFN$EB4{P?`0={XFrC9x9Ik5tzl?4sxlgjOahvH z!c(MiO2=PSyyE5yo9`$!UOYRCDnlW_w#?*7Qo>v)DOcg$U;LAdB0nIVI5k%~Me4XZ z6;Zk|N(J5eB4b1t#F9hBo3i!dP^0SWK;S#nowWc2mhXExjOnTt^%b1or6)xkwD zq{=&EZf>4TZb5dp&}?5DDBwW7zUPg2g%?)n%jze{4`4tYrXRz;Sn|^G-t}E{n&1?_ z8Gj_wxuVQsR|3HCu;zli4a3!UWi2eHj9e-id6R~{h5Q#M?`i+qxXuM}S2Uqw=WwQy zH|`XVMY{xcZG~J$r2Nghb{1}H`a8EE6XP3w6LfbUNh*+0LX$21j0IT#cwf52u!gg7 zu&bxZxX=x7V+EDZUmzJNVMd~R+tSOR@sH_r5!nS@{R7l*%x=@j!qnC6PtB@@j3m(q zHIKo2{gq||Qk3a~55~qT`722EPW`H{JQw$j zZjN;7pNmdy>$-fr6c|f|K=--hjaaiF-{jy}{C288VzZnYb82x13OFm5uv(?D9-t(f zWR@!L&&;Q06%B|ZNy$4AobqEl|GV}lk5g?3+k}mYK&i)qDZFviG_;SxW^)8!CP$rO zHKWxR^Y7;X`iH9_pSBlzJYi>l2)BNi8hamSSGwpME>^!5A!A*v;y5t(4X0_1A7rw>r z`o2*fSnoV-=%@h&+VBLwnaBrx-*JzcsLt`}fDYp5{A3n_p7qV&ZZz<{`StC`dcb=g zs%f`--*43c8N^!^S{%t-dDENllOD;ma}834A#V9kMjHdd$4Twvfl~?X+cUD65ZFl3 zzwo&0M|aq{=Aucwx#vg; zn#dyC+QT2Ii)A++P^sZERAKzHP>756s1$4RWX{pO7gW(E?)t#rOj&%c>M3u6LtO9A z&F@6azFHOd(r$PdVyi7~e}_B43DQEG>O`?&1`E{6V&sT6I-og{);?@(W~HHvP|jBKkS}`0cBX?F8}R zX?vfjD*vw^-euZ_RD6mKHVg73wrov_pArMQZ_G-UieeS*@6=D!D$1ZjLz!OMSPSN8X+>Lu;Oz1-5y+T_?)*&Vt|&;Mn< zYf`~xtc2$`&)5(w*)~#N?`fwDn!Zk=%%Xe)d-F+eLFK?}BQ* zUChz6>G_%Y^=IzPmC@&7Z39iOG)%Gy&9_m;fwvluWU`f9DX4_k7SZH-MM?B0{zwvJ z4dgCT#32ngv z+KmI zAvXOzwNLve7_1eA&7RfJ5O`46u=SnP|IwJCY?v)JW?TXHAqh0 zbX4~*YP)7oGvsvDkO{kSm&9&BjkHwp%T>as6YFnnI}C5leoZjIP^Nd(ikoPHpDLyvRBHU3&s)eRT^i11;>FAQ-pPC$Pes?(l?^QLk(5 z2S5`U?yp4XrUQJGBdx1Z*}04ad{P)&HktT@`(9wqNcft*3z(Ghew|jMa8P$pG@4*beL?lq4BIXt zHlnGmUH*tc|M#b_9>jo#@F9nQxt)X7&0rGA%mi2W1SCQopc!Sysu0n$ZR$&NUc3DH z3~ms;@ZF_qA}{^!uHnfuGI0(5>_yd_F9I9cPiCdxrwS(W0e~2}r}seX)`Z`i#ywD- zndW5C%~`|wYr`M4{!pyzy7|@gY1#hy#|fz|qMy%E@L17%1!~Wla(oA`_==c!O?yKu zEw1hQ*Kxx`QTrsbw`xtgJjk(acPyDSDv@UrrLjZ?T+N>E+Z+5`jV^gg^+cS+*G^hG z(Lk0xx@j6Gg^@npW{x6c>O{miP@jzY`_d5bZ*&OwX~~1EOw!)+-2Z%TxJHt&G={)r z!5&NH&)_OIZ6-C%LnYUrN7RcjuA@VW{XsIPenIgZLsK=Ih<1t}#n-Bzelmau{O|5p zl00A{3uvk)E^HEFu>xA@jX9^a4E66CBp_0IZRci zDM0wF?T8S_s0bBTSD-6szxE)d2G-5;l{xPXBch9^Jj8PxM`Iyytm{}8=E>n!na^SP zh({-98oOAl;ZxrMAH*)+Ims-^9so6DCTbawx4_h?S){^r5kdA=Br{GUz8IZt#)W8Y@2UYU*+LJoftLOAy1irvC#LLFv98KQ6rR!ukFG zzRO;Ch2*c234$T`fXF+$Q_Hs@BKMVnPpJH}SFTg3J@Ld7UVgpocSYNB_NrC04eUBi z>AI{aRZMMFb?m5z{{5ko@4OG3bB_NW@*O9?1-{{*ZivSMv0|&#Ds1g6w?@E>$}(A$ z7MiBz)>~Z4mJ*32(^^Cu%>FSH1_l`Wp+;_)FnY6Ogz#@*SNean=4$hTqrn&gx zg(pa<2|f~!-_<#0S@5D~M+3%+i6OnRV4!D9sAA;{sghs>=9LjlX*9+wHF0NCPm$#m6FBB6<@@T{F7us#OC5VY|mY)TAvPJRtp0qBt=3zeRW zqD4|JnC%%b!2swrwqOaSI!tUT8`aij!rV5Ki+nMw6`7!cc>?$AP@mRbfBp47HFel3 z1vaSx@B)v7%n^Qi<{FsZ#v^bcL4fw57{b%b0sw;`ixVNe3g}G%$WB8ZgUBs`DZR)s zXUnxl4~)M>M?y&>7+$a`toUP~p~s8_zB;fi^2!w<6X5u{!=pjYBAXgp!(wKV3tlor z&Q|=e7Euf>5I`iRSkZH>519-@z^vz*A$brnQV1VOOO?Evl`7B(0)Sp51Oek2=c-&-g*Ro$shSL5+&QA*F?{{& zU!T9-IOjbN@Cc8bAV~kAvc9~?1Yvh6>1EBS-O|E^S0WlAsY9FJER7oCj31H= zDLf4=z2<%@1!?*uSwk*6%@n0LWhWO)M$UUN%Z^7d0*zTs0oejCFE9V?Z-0C7#TUKs z9zTBEH^2VMiJ<laq2IslH zn}T>8Vx2a*=l~R<*aSv!PYKMB3%xfu57OSne9G#%qTd=75_|_Zq{k2Gpe1;H)0+Zw z`VsJpQ-gG7rYA^2MtW09f+ong9gNnT*`9mrAl(%%}t= z@m$x_Q{pUU%>44GdPS0VwACCQt-i={5=5e}0=#RiG)iIMBttR`Q%Gi8N*H=dVNe3& zXC+iauPt7j^o!J1ulnCAXRMm2q5fe)LghyFm#vpzs z?r}mQv^VnQzT^4XXUmu?NIfJMc!bxpB3cZ*&~&@RMBqB+qP}<=Ic9a zkAnBybC2Mq@c848`_#yl>qnukSr@Y0U6|he^<)*WwR&hVR4A)ywsIm&QZpNm9t;~;Jcg8D;^_j3iXKTZKvr-=mrOrO zN5Vw23S_=aku#TqTrdkp%m7`~dPr8Nl%iungp|1e?pUK_|42@^$IUGhJtjD@GA~ivEFA~vc}&mTTuxWQaoDb7&QFS z(F@EJK`+i4fRH#f6rP4kRM;vA0fwHEAtW!rxwf)qnP}o6!;4lEA-o|lJvPc>XbJ;P z%#>n4iyTt$rsS?}vw)_r;b6FcFKig=OT$VGT+>r3>~MjNh8_dKiin3ChDSqSjSRqb z8l^@^ZqEP|IR=5zR}&a|goYTv2xh@%q*D`c?%Jim!WOg1^m+*M7A=skA1EwFGm<^p0(v%TcX(Bg;P0Z1XM3LY0)q~%X;baTL zFLS3layu5A#+*mxVlH^TG<#bUJS(dMM#&v;6)pusVVGsuC7=hOVXIXEg_>VbF}R05 z^2j4@H$C$40)Rw1zzJMfbb;w{$^uLba#ScOv|a%4)@6Bl`M1CQ?aME}>|5X?M~?jR zm%ns?__HQ42>$A;ub#gJFW!GYC@*GL3Y3xTcPkv?9E-GKO_6uBlZB-~M=qNkCXTY%?k%m^`4>e0#~7-pRN_U+TNHOm%W zrVc=-oRHuh*M_F(xg!H}hlHk>4K=4IbHxOMiAtf=K@l*B3MUxb$XO8pq~HkwIdh@% z8*>LfDuk2_N6MICXgaq6fGL>^j7e5pnBrYC#g`$cw!zp5c<2Eb77r>KwW6VK`M~%> z+g-_&8@)QCEim3S7*1hw;Z}lE!zM>cB^3jHvRPnBA!iHYhGmvgQxE`Cka|%ehe1vc z85rJ_#|fOs`6AG0o{oSuvkbK!*c6kyXvcGiS&t>|aa?nRM8JlHX9}Syun0>5p*IM# z3E0eHRh@4WB5>_0~AE9s3JH+t>$^|VL6ojZ5>&ezYjy#o6N?CEc>U!JcX()LwiPVnebRIGKTb)#!^}uf+<@_&o!mx11l247CI_Bfw@M|%qAp5 zHUuzL6E^3ZQY_nIK3tcdG)kCkvac*^tUkz$_k3riPSqU&^6xCL8&=KHK$5~%ipo!k=3o7;LvbvIvhHP9Mo(fJ69dEXbqhk9=h0) zfx`fIsyI66JAB->9DSIb*hr9fkUE8&E!-hwrIEojQ@jIZpkW1!gzQ`eV{XU_QYiqs7jz47gRn+0T7=@49YdTj{KD&%4u+CDY+#xp z85n?E&%9YCrU2Yc*z(m4r47<$ZznG&s?ff7tFn8G8|Gr`OkJb+wSiBK4`tvqdJ zrL$q|H!s3oetr3Cqk4(+_~d89ULL(Ue(rOh+p=ZLt+(E~Y11a(w0aBH`?B@&%P%MU z$?^RC_q~zVty|~i_o9m~y5fo}{1EQun{U4Dw%fe(YA!cn`>~ua2)x4kH&K26OYmf3 zhjfWa(?5jegL-J@;x(7Y5lTNx5W71J|Fzfpt;gPb{r5iS+`@d>ZWC{G*=OW6W~^gNm@}{vcN(R4(D57c56{s zW>VCyC(MwgXcN(rVOc6sbP-i8GH94`f-f8sq*146Nu!x2rspRyd}4NMZrccC24|nXV?NlOfwOLH8gyLo+25} z05547GRh6KHDHuQfH}ZJ%_6Z?y)4`aIs+4+0+1VM4Gn=y1iXVdmLX!QO>PhqK78(x z*Kip1fdIa};L%WlAesdPE8L(+xIjq4)Dz}E0i$dY#$;Vd#yV&6Tm~#c zRx~tQ^2uQhop3!ZXqg7Z)m9xbA!t-cG7U#WeB%$;Xu=RYGB?ubk&K*coaB`rcv^x| zvRr=s;MukkX$aIU4_i!?v)4GF*?sn)LxqZG<#+_e2L#{dluV!T<{^0|(5+|b#bI5R za47PbbuzXX-yoy$Ns=+d0S7j(lC}9?DHjwmfm62>(PUbdXiP4_=f6iF@berk96jH7 z3(!A6;pO5(SD$kVyu!$+5a{wjgF~L8?4ipu4{=C}ODkAuw*U;`ORPD9;}Jm%6r*Bn z;n_9B@U4wjID!_LRu?}to_lrr4Au+CC#xcDInixNFik5yTP(_tw3KADmK!7q2!X@L zjvagMx#xcS+u#1-4}Wm~<%Yd4$#BHAfBFCaeYaf2mT_K$4D9^=TXAT2t8ezT+FMDi z-l{gXIezz-s#cP!0j63U~6=iQ$GJ zCWv7&+Oe&Bv=V1DHxPWTM(MfAD@@HJ1Xc(r$a*UNRf>L)>20Mv65tOX@`|^7rlR$Q zl-GwhnqSd?HB^3hh0i6v6*Y61!w}en34l_2f%HPr=OF|tsyCk%;Uq)W1B9lWqK!&y z>ile!JQ_GOo|w}(2*RZTat?E*9xLxA0(jX#5S9=<+6v(Y!YjtRBR8lA z@9G2AL16;515}MSk{f1&hu~cF_dz;XtDZ zgdsg<874zrpY=lXNI+V+CuydsJUFX3QTq(Ri`6~R_0R$1(4j+q0__&*hiAS^wT$n$ z;||{f-+1GVuAD0?EB?CB71%G3_w3no*=7ItkD~uST!DA*-tEtRues(LZ+{na&HdMJ zp1JBDyz;fRYrC!ILh7p!2R|P}ITP9!0u-#?SHmCt;0Jw|?Y`_VY1y>!Oa#ILuznDR z2s@Z5ZF4g#)fR@fD&7*@?!S;Jh#d$b5Fyy7+o{dJ zOkjednvhAZLcJ6nK)YPu4Lds#IIpz%hB!GG;=S@GwUAE?ikrw=5X4g~A?2>_wUXQmPPk4abK)uK8ToP-4;EmSDlGHy(w;08VwCd`pk zkBR29i0Ecr)E--SatlEPkOBT9aEM7=nI~o$1Lrnog_o1?xg=ivW<<}rC1;2OR74?l z{LBGH31GrU^A=$UQQnLqxCcsuzz3DV7p!UyH~5ALP-DHN2t;O*Cv*7lVI|$U!YU=! z%<4562B26b#DIrm zbl^ZENgX&7{=rX|O8@ewaxD<=`a&i~izkF7%6f*t4Uf!G573a564sk0gn2ird54;; zLZ%W90dv7Iiy1BX6!lshfC!IpEC4c$s&akG>hvW*OpODk5OPN&x zFv%d4L5(@WdNoarWe$|)kt9N4ArB#4e8Pqh{G>~OZypsWfQD4F-VPk*62*HY0 zaifmIRhYEAq?AObKF4oRoY83UTq6SnK?PHa;1J+O_?$$D6qM9Sjv@K!VeuQO3|D zdBsZ8#FhpSl>8gb)jX`o10jzOgbZ3f5j-I_MkAmR2rAEEY68^b6W|Z)Cd)g~a`I>` zSxC)-8;#qFW?sZ%3YezF9J{P=RWE9at;59w2@XF=!qoG@OOPaaMmb;}^N=J=4Vp%a zBmq&A$2Xhd8$}y(I!)3edEqln*pRssf=6MpOF+Y!-^|mi8I4a8p^+CCH0CrknIaXS zQ-s;nYhI~R;jZU&;r{E|=Am@V47-a|rQMG_PIXy87{zzdv$| z^a|d!YuDn7_#LJD=GW!dOb}yCL2{q4<7ip2fp~PU%dC<@BRLNPJccO z+1I|lO17@dd$UH~^04;w6g?U;nWj@( z*0R_#n*x|aFf_+;`ck&2xPhiv!$;6cU=SPR$76k=GL=Py#)of!kIH4wy2+H~{Cx zK7CRu1X@}lq>ky4qP=6tBd_FEPQ>Mr^~_;XX$DPem4~a`Hd7@t0j?r6OdggT>h@!N zwpanhv?fe^qv!~pP^3Zzh(KhUA-&Len=^ztK!!g6r5y)BW@Kji!0snMQ4%plq))fv z0FzOi{6~-(=j=n992h8QXYXsnS>_NN6FIemvfe?VeQ2B&|DKk_!gD6<3W4A__C(>&{ zdf8dAF!|2`Vph>uNPK|LC=&$o2W;TsqX8zyLo^W1;8^P1mJRB3As8B=aX^!KL*%8s zD7d6t+fxb!KQ+rwUuIxR8hO5n4jN1}pY;M1uedOw5deH&F;|d6a7Vf*Szg$baW3TEcJ2@j?W_IjSHJQtuusxh(d6gI zkt1G$i?7<{{rA$niY+6%2pQP<{nuVrc-1jw0Z~c8R1-9OwBn!`s*Tkv_03SVTE(E) zOC)vjKq_=3l}9~A9B7782S{FzS=EI}Ob-F4nn{>grxcP#l^_IIcF9-U$zUow@DZ3e zDkNcqy8{ls(Ns92wySBK^o#;bKKE!5=0lBLd}xXuD+o?1uv7?00t7N(m0x^?v1*^6 zhVV)9nTiH2XQ*V6dtg06cA=)OgjUSa+$KO>Lle_;l3iL{Qm$z^RQT*sP;3PoAI%d8 zJn?cFq0!BarUQ*bSeV`vRLF}(fI06G2mwxNIj`q{Asn%DOb?11tZU?H<+I)^2FGh! zD^WNxA#gxYZY!Eogct#`4!<0tfdj;s8IKwQTB{MJ_ZL8qm@2K0%BOC1=;dI z2vD<1HFIHtELVp;FJ-S|7do$I7eJR^w_wfX_x9UwcXM>#^p&g1faBlA@LG_#D*{F^WY z+<%2efTUxURV{W&Zj0%q%c^iM_LZeCl-)xuKg^OQf#}h!DC^K!R7sIfGKNf0t3@x{ zEgp&{5r+&dV#@vm=wU4fr^>M8&J6+dl2J=mLWx@qxM zyS)EiggesG4n8IUm82^V z-I$d}G$J|~bxbuQ=8*{?Fsohoz`3D#;^=XJd#w-#;t^k~pb=1=&^U@4S~VuaC>;J& zyVSZIz*p`lZ+k> z0h4-f7FIk$#vw10JVB60gJOjWIvf$ivrF$dUfehZTWjFQ*9w$PfP zR)Ql9b>UDcpm@$VuSLv~$!DtqJ^`4s&1t!Ej3gN*`~y}^5FGC> zR^UJ&L(7nck0U@m#qgmKhOg1p%65ldp*cNzUFv0k3`H{Dn*;!c#sr*FZ4{vBWWYo? zM>)~CnCSb$RPS`>lIV-n2OfC9HPE%!_jhh&zGn4Tu6N&kx4*-3|MkDyxc1s>KmPHL z`$ORVEO+sB{0`B(cJ11~f4~1L)17zT=?h$5xupBqvk%hUf_dw7s`&}@{3Yr?y812S5sqMX`Hc~IHNHa0Say2 z5jc8A^%2Qz({I4x$u`1^Lzxgx3l9+o0taLOvTcjzv!tQh6t=BEI7|kII!U^wpv7t3 zA_z!$tG!2(l>&KYg_fFtfLzXH7?T(#PI-o7o4`-lvZwB%q1iQLn1FABY#F-v?2@Ml zts#6?;A0vBh+{|-phvKFjW?zZVvTtu$p^6TEftRiOC2m*+z_cpVvymG(Fe;7wB8nG ziwZFuTEt-TCmg|s%&3;<*^P$an2* zeWL_qOpFAG@kgWUg=IsTdfsxLQS6u5XjGQk`Uniwss z3lktF80;;LN$R{a^^@X2UA>qGI( z1g{Vthd*eBDB@Gh2U+!sQR`G@e3(3GE(qXI_b3W!F;jd)X!5`!D{_UFD|3pFbEy`r zNAezf@l{5ElQCp=a7<0JgF_Omo&W^2ypahX2W_a)X#(a~KQVL1Z4Pjim=+YDF9C$u94|m+n<;8QDe1z|QZ#3c}dbDu7+D6etnZLv?_FT4&1}^+;HG zL6FfaGWZGz870@K`i3xyuU2>@qok{TMm1W7ykZO~eM%FHFdJ3D&=puRd4j_YXv#hh zLBZ5lOAS?;s*0TPr~u+?Oz_7e`HDFluMB)*1VC}AAwAy$SJ{m6M?az?sX@~?Y$(%= za#F7q2m!P}Sod0IJ+z`DgJX!g3Ci$og0K@QcqGN14OS8a}tm`b3_XPiVt8#ilY}kEgX+;JIN>@;ZI3pHl)ID;h z7ptCWZg7U8w_ECDM)*LuZN}LWX|n^6WX=<=d4x}%8)zZmvx}gp=P)P;dK2w!?kz7B zR7mDSb5Wi#y=qN20lu{$*~K?;0t5m9H~~?x+ffrCMq*8bA+dw<2*gX)kqj)ptoAlX z!{j904ttFf6S(lRi`Lk6mh+96>!J6r=KEh~61PGh&O85n{p(*pG&k>PwB9w-<+m%R z8?o`5Tt5Gc(*w=pCqD6sPkriBev*CQzyVia z*IwU~I+3ofPT%Uff>*Mr@vwb5>vR<$Wd)!`&^P(fBwPmbBk$TiiogAVO zLT<<5po2vVTn{8DS_o^^+D3S^5wx+kMXH&LijpA&hZSvB@QuQ+J}@n%dfN&!MZ(Or zRpFZs0(u*hQ3xK*8tYU@N(*EgO=FG<1RP?bK;UQsR|kAd)U4SiTms8;l3G=Z2^{Vj z>K&$~ zJr!hVjN*ukB7(3~^9P~jvqu6jS)qc@A0eo#)HRcCvzTR$Nr+A7I;;xiHgowyfEy-D zEuvx;7=?`AP-_N)AAn z`P6GIOAZT!mdvmMhi*|&!C@l*Mn2HIG6^p5Pghorx85Po3lYQo? z{1d~Z2nSJqJbGu5gyUWhne}?c;l zEPfl%1j#l)IWe0AFwtgN(LhK7N%$mX$*9NV%bt|VGZ3R>G#j5H75=A41{0K}LeeN< z6U2(%quJyVqA4?LRJg4n$Z(#3h#-(5iSH4!#u-sdpq$GgLZqBwh(!n#p;-n${pnAA z^Xn_%7hinQ<@dyi6Hh+*VUWS2aUPi7U_Zl=Uv-uE4(b^@W1QPcz~o@0$x(c-Kj8`z^Gf{M=6I=#YlM@3L$X#pMP~n3hSj zAk8C5S#9l^1*wxpv)~{{pbdg=nq*in`F+dQxr?q*Go`f#Ok8_`2}?pFLy>^#Fa?~H zUSIewCeVG~T=0jMgSXSBd9+q}q77oujAGUn>9=?r|4YV#)DSb|>8-I*ZqqZjMId|H~DVn{bhfJ7QS_!agF(d#4jbm+CNd8j5TC$bc z!p!GzaG*mL#x3 ztk^NdMFz*RgqdVHL<{!Bi4zDz1PIsQn;oM72MD)`$rVCGTmp+|0U&(nWOG@`Jb^$x zZ<(V7%1qf=JTDdav@nUGCCVN##CaSD8h@Z+;%LN5ojy+UMU06GGGVqzCIFKR0X|L(nzK3ZpD?gCr+$2=E8fBfzwXxzD0ygDt{n-eM9np?WEm6V3W5 zb>3Ex=}NDO6E8{gWdmwfrkRy7gds0Mv+t2GMNBj?Xh6_LWf(2zXi$bkEf#KIwp#G{ zFcurTX#H3f?Tc26N%08NBQz7F$AsTX1IrnFIgvw;Y&Em2P?RwOjKZfY5Is+h9zE*c zzj}FYzW?=Iuq`QGw6?tezH6>x%Rnze2HuwYug$K|+2(pXU7@z|RWpyH_S*hxoxQJU zkWmITD(ZfQ%-lHtH3VUJ8lfRM1!noG?%DReojMY1y$^ zT>{0BGNlTUWL+cNs|O#gkdi@gPv6@ruNW<4wayS4U(XQJMin}boKYL$E71|`BDl>f zRwP7^CQrD=6FA}p#RsFArmHFA-ep2y8ZukjKtS+EQ7vRcOi+g}MeO4Da-oX}#3)$i z5QYfw+$ecHKpZ$=H5`Bld^D{>07X|bB-Q$SrbykRKv*GwU-+VvSmEcG6y?19a3GgV z2YKLZb$aP-C{ay4WHMe%LdGNp7BP$(Z6bh6EG?tFf{*X9*Cl37>P;m9?{0sj=@W7n zF<(Ub!K!l|Z}~&G6cJ{Z2_P)$Ij>>z)@aV)h*X~~uWv(4d&kj56V{C4Xi`C*u1l8R zR6`?^uFIE3Af{{_IdTLPf()enHSeX#~v46v2-bR9TTQsbvoGV z-6DN2;Coe9Mdy6IUm&{$`@Yhh)cw@0&HtHb@$R;Bde5Fc{@~YN8T&o3Y%_H0t+(EB z#~prU>e_1x{DjO+*8k_o&DR$0`)eUMxd}}~nEs5Hw|(OvQhS7eYcdt_x&@m-e{Ad5 z-NkE)EeQ)!mYRJzZ=aee6D{GUz=|R;_#|cC8ZdFvZqlti$v1s^@^m{UnFx(MoK^@e zb0O{Szy60)i+OYZ{qA?an?HKK5pE3wF|FvajqX%1tIb&b< zH=*Q}5hgH`A&iN`D;$18V+fO>Krp2`i{vrO7<@xa8k zBZoCKVar2+Fa;&OK*}Bj$e3{O%@IW)dIACw7h%nsfy`&ZBJF|+uy-gGGdnMh=~hS# zf*kSOYOrN`t$n1(px5nw7gBPhaTFv&pH zgC&U;g(S2}scS7Z0@Or3ZE-QR6%Z-{E9FO|ku&;Y@6UH|kmX=xO4`C(%>P2T#%mp+=4wGSsiqs)EhR;vn z9)I?;pZWgxm%sd_fB)*(v11hwH3VN(@yn~lH-+Q+MYtp^O)fKViDqEu_g}l)-nX?8 z?Rwi^xpUKW(sPK_E4i4&lps~Y#`mZgs)SU~>IMXKH346_P#g#w#RslIh*m(1_DF@i zqT~gqwh&OVjH+@P1g|aS-ESiuq3^x-UT0~ih{};s1QRt{9y!St9JLOC$%I-5R?AhK z4oIq>KxlEGx2@O8ZM2swo!jaOYz-ix^ zS<<{{$S_eg#*rLe(L$GD0%)Ei3~@DQ^aR)nBv+|J6GBlC2-BOQ@Ci3Wk!0~g2Ajnu z(GXodD~!r;HJ=Q1e6u4D9`*77K@vo&Coh?p5V%d=qlolgL-5g@;c&Ll8h=>fzvhu$ zE+H6VdXkt=l>)&rRPw1X%?GCO&5I+!{rBJRMmAnOe)oINJ@;6~FwN;WD^i5UVT~?7 zz4gFqeB%%IG^5NF8s8AZlOpo6JAV8)F?_lRCcN~4i?>IBg`>xTBZo{BOR2yS4j)X4 z6d{~Ud=zh8IhtDbhYufi=e3GFT0dyFNcTj94coV+Hi(~hj(=>~wb4(YeGB~l_rHH6 z1hL_9ap=5g|G3swS6$V=vc-zaucD;)9kfNRdgMvBV2j_GP4CVt7RNJzILH|#<_h2U zr+RUDbe9*4@3J+wPJy@r`~J=pON(?hQ!SVhYfdpuv?VdEnE6X6lZa_qntchkob=|A zu*@gpkr)tjYF=7YW-35KYinzcrXu>xXFlUksz;VQ8iL=PGL4|6AwY%ZF+$(eCqQQV z26-T4#bd?B{jM3bdB3fvGl1#T8 zP65xKBjF&*12nE`9xJ&H)zSslPCsdB##e2Zw;Y?B14`7 z)N!~0jTqCKQ9X-Pm=ImU3KYJafR*#6K(KW6vIh#mVKg78hs+teO_0+*WHPjx0{jR) z8hDvu3z6Fpv_dZ14RMv*06iL|Vm%~jP4b7I01+%A@(11I(k)n~fe4KxSBW8*CZ_DD zrPhf@_+T{zG&l%+9Fm|+91eAPP>{(O1qECa9a@tgGR#>drIBLpso`vKJB~D3OQ1;N z=rvbehnyQ4gv2kih7UAqblka%obN0^_l=hmpKH!9;`s*kS;)k(V7wp z4XsD}e2*j*jTqm6)2a@8=>U`jy+}pTOqn}5Z@R@R58iz;*3xP!Wyw^^l6j;>#pGHx zXhV9dQC87(sQ}>#G&nq=3ym1UTa_gFW{Q|cVhJ-5a@(Af#F`@lB#mM=afWhR2Bgla z5VFQ1Sdq5;fNPj~_*6sziV0}m@4x=_ul=>JzxjQ1{>QIedrzJ`dE&$g{qpIYJDNv{t!^PkDIr1s6Du7WHfB^YQhrU568&xNYB#mMcHmV3ac`EqMV~+Z4kr`IVz@ZMan&y#Ro~Whl zg4GZj;d}$aL@p7AMwczG4+4e=E0ua~D501lg=q*#>K+MDhl7wGJ}8?wg(O5AGN}po_WQg6Y=LW4DhD?%r_$1Mg zz2MkIdpTL3~ zOl~u0nkK{ZZ=AgH;CNNx3kNu1pBqzTy02*rF{kGSm*iP0+>aKoCuQ4rplfSu5XRiG z0td3!F*H7yATL26@&*$iaFa+9!2}r|a;X@(M-ir1o($lF%1=WYZ~c7`sL%))CFxOq z=7Yxc|L~Fl!t8p*Lt{=9rimMlI%Z1mj^ISp*S-kNfdt>_$fnTS9Rm0Ds14#TYJH=6 z-+lMFf%+0w?CxlN|64YEWr^_B?e5*X<6Lm>AAsue>u-Kp@ef1!^4FzX(a?Mlp+9u! zko$<6uVb6$D`3t2UBh&WbNt}H{0mm`QEhMp=zgTc?ccxOCm4C?pPXXCO`m{_&1s(Y zxTKjKQzn@do#kW?r|FYzk9GlhGj0i)$L1Y}uC%w3gRkP(`saaeUVipeFtq;Xgegb9<&H#7$-q2lsLfR-VR6;RYQw(?CBbWJ5; zl89VoA}6W92Ma+hGOCGAa^$3i+9*CPu;p3pQj?ukC=w$Kuu9HD4aX|tfP5nKefUF5 z-Sz`)x-8f}WBJW8+V)v{hkF`7;Ru`$|R|M#hA}WPNt64j9!cAcP%kloT8w zYJzH@?j@$+5Wv(_47EZtnyqx<5H_j-p+bNgR02s@bz+ED9vvZARM`|F>M&JTit{yY z`o{{$5FlKo>Mcf0J%sELI7Q~j6msCnpxw2Ba7nS%2p5;qN}gk6G&0aU7O5eCOv6{7 z39twREE=DfcZa`!99g~c$}7Fd_$)v;40$P#&rcCydK8G-3j{KMaAb*T1b!X@FH$}* z$~S0w$j~5&mk(^^zfw=dD0u`ZX#_==n0V0uTN|{{!r=f(@q%7Q@HXlVMS= z4AJsPv3DHW+lm;13BrMRVeyJx9F0*b)PXP|Sh1KCz0uxo+%`lE2Ot_Cb0T#f@P|<& z$%F8Xq{9F!O}%`A;ty}xVw4Y{gu^|6I7|~L3StCUq~+x+K^%-5!FzWr=imGI^1jW^!dcfNiC?MqwB&tC-VckSBcQmG%gI(NdqDeW(R z-G7~t;Jg32Yr7k|(cE*-Jubhl^RV*bvxE5Xe2cTJ&bI zGjixsVWsU>bP(i3Z~Kc>Ty$HUc~wo2E{oG$)we$~iJ3Z?(175`p_PvY!kmUFla{^3 z51b+>wya+BC2y95rLwrj{C>c1d#qkl4_~v9fk1<-wMR@Aa8qNK*?_ho6MY|qsL0T@ zwYxzyFI3=gkE=W>=fqM0RaWsK0GAUSZj)hJ&l7b+EYvj|m;xkU9iR)}x>5})CWI49 z0IX(IPgoO+azPjrN$LRkiDq4f3B=c%EMnZi=N@59j~ajUMw1n44w zgOzhcAsC`)-ZeuWtt%Oj2eqYz%@%@(h_nh*6J9qE_a4DE~$|(5~bU z&pF0Jg#4H<9s(I3*W0kFI!W0eU{XXaU2-dd5{r)`pQR3h1X^GwRAR}SK24%j3}S5! zqn4kk>Cq?|vld$NXfkZ!1NR77v;4GP$2KzS8ouP0f5ll`tSafV$(qSo_JZ-{#) zk$^||2zh`*o{UGZIKre(o|sXOXb!mW`u`t2^UO1n;4bWMnjU%Nk@fX;>OS0CEOcJP zm*_=g8P+lb7a;>XzyI3BZE$;85wOA49Q93kbdR{@mRp!`Yg0*-0{phW+NdCq_jXWB zR4sKwSx`yTC}mbpK;5WH7$xHop>(LR3@M3f8dyxQY9P}vje^2&h!_=CSjQ(>m4l4n zfD#IgOI{ov(d4U~hR{5r#a7OE6tad{6muP&{-C2M_<(=_idXqep1PI~VDZJvE1?-h z;CLMvqKE)UfDa659Pmc-!NS#7U+oJ@KM>_GKw-ipmLaL*4+M`?xS@fP2V#0E(8y!5 z#ap%nQr-x7?aBj}2xz7wnj`|O9y3@7Ip7h#p>o0jo;Z<$%6WDPYhFe`JOXEq801Dd zEDwe6jn;bL9s&r-5D2hBQezaF=Jg>c2zs<6=)FW5>Hs4~wy1|ww&foPMJB8h-+L~; zbfVn^y$Ttn%kA0V^gT%7FvMGYk7%h74onVnfb;dV*mC5?ckbd6f>Gabc>h8>dh}?^ zm?S_yj-tp(G8!Dt1J?-P>m^XUIA)D+<^rw9=Z}Mm6j|HiG7;1rbsUOZOvV-1!NzWN zFLNStTk)Og!Gi}~G5q7tzAANpbP@K4z&-(ROLf(C?e!PCE*);c`}Xbg)#~o~Tj0ws zyKHmbw&#Fy1-{{i8@%Y`8A2=2*S9eBP=SCT5D#W>gm7?5Jw*!0iQs8oS2jH z){T67L@!G`=L04UI9uyY4iMIhg^xiTY8@;)0G^Ee3qewtP4F2JryFFDZQYw~Ze*-H8X z(evEyW7l@$0~tNvIKwC$ils=;bE8@`F@dC_$7Blut$w5g^u50f_LZ z{%{=OwI3QVIU`JA`nDrpRfS2M~tI1=l^V&jzgVH5~mJ!EbO zfp4^AUJp>P(ZZAj7K>UhhZ=$;TU?5O1CW*>$+XezP_@_2sz$+t%!ll9k1k=6hK6sH z3<8?Qv>|b+X|8Y911LDW;yE$2QL*4lqcAlqiUXR_Fwv|uQ#>TBZs?iIe_DibSR~0e zm_}L0=Msx093V83qORdkN8{^BQelN-tVn|9a}}c;BapXxl5lKKL(O2mp=HmiwhIt+ zm2L+r8Bh{6yG(hs{{4#$YNl$bvbn<&Qz5_o?QbiaK0?G)JQ05SLLT4eNYq_#ar#_Q zZxdBu5r!amFVH1PS8x6B#HYkct9|W0%a(TvrqIN0mPKKrH9n~DW1o77@Rp=hlpo2F zRqL%JONb2Fb=ewEEV!3 zfoS+}1R`+1)ltEuoh|{30iQ5rhRh&;TB3$DVi7G5%hI%BhO9?Z#6+_$kP|0P_}cgP zzyG~&dmRIO5`OaJNr!>;^>yC}-?aSy|6YV!(Yw^-n{U2p^R{8F!>zLL;)^ei9eqZ^ z_Y_;{zVXHzHsj|$_c^a@hWxxiA$s-ISGSUnf9ljJMakC|mtTIllcyu1P5Sr0|9yL{ za~a+F{nz$a?$m^~IYL>`^U#6Z(bSbqCG^fp(kMcn5fr_}lym|(_>!Z5q^?(UR5P^# zQ@K!W5X6+1-UwMCHX58hjYL4GOi_VT86-&yLQId!k#{mQ-JEW zicOcK28R^_>M9xTu|j|tCS4}*HNpkeV`Y;JSi+E5Hv~{02rJPgHm1;|)Qiju2<=sp z+c^M`nBokF=>m~AgdR?ASz<0u3QiyfP_yXzmylDM?H+B{mN^+3P7-CS(AU zu)h45wdRf@rbdQoOpX=1Ap|W$pk$928U7gZj`L_n2*C6f=9L8|11!RyK-$;6pQ?0&7`lB=>QHGZJ$Px$Yen`@~ns#N&hsr>j5Msxr5 z17=s?#a~CCu_~UC=_*PQh~lOP>rZsuyZ!ZqpFp$dMCYW(F}>52-XYDo%ZbYxP(6g8 zZzBjz_{Hn~tJx;xf%vcpn!C0V>g#6TZadvci;S7UrV=eh(g>|{n#X2bGRM4|FYL{PL8 z%b{K15tFxTYim}oC2H1MnH$!UWvL|Eo_PgC&N&Z?&&&y54^3~k8Y0Ok+8#7nIGT_N z@KdjGm7+I-bwVD;5G`)w7^0Hrh1LdyHUP_TA?Fg1&h0j@z$pTex}ZFAm;f=(WFn#= zqrd?w6y;D)K1m<}delhL#c>W7yS3^_FPZ!wlKgLWV9G}76dA(N&}4k$rt;8&!*fgo zyR37b6`cGjAyR?RAV?iFy7s0y^4j8nIkI>#$;b>S2t4674*BBM6NV3vum;4Uau+k> zHaL!4$p#gTm@uswggGL~B3G>h>(-*eXAXyT#N^@+e@Iddp@@dY4MPNkrg;+$lU$7+gbaNZi`d9tbJ-1GmGXDUG z+pD7^rjwzck>I%h`n1q{ii{qg0HWfl+^K|Jeu=5`{(N5Ve&^#sbSloS$y1LBMAh{v zmWEImU7s~;NjRoJlI=~?Du==pHCogj4fzDM-MVMb9$$z67oDcY3Yl1Gly(bXTD9}K zl?sFjjc>@RLz}+dfQC%EM-yc6AjpIAUJw-DAj=`)c@C!!mk3yOdcrje9;_v5nE}@m zqZLOKuKz;gjF~kHMg>TK=O)_p=^+@U%X-e3P_6wUKh)z;jD|xP2)<9e{rgw`{`cvp zpLPXy25=qr`)7Rr{6H-LGK_ty;lr}y)4KG)_&J3AWD$hn2L`U6X+$Y(=jCWX0Chm4F#9tW*Cp|PSj z$|z6rnHx-qS1K6wfsA*(yOLd|xtiH}&K|7_k{bW%diMd8b|y*!550~Z7rmYF$rL_t zj~vFK;v|MBYLfgRM$79Df(649?omMiH|h}UQIF#h2??U^39{D`bRdd)H#$D@XJ26I$)@N?4hwX)_H6wZ(^B|)mqh5TES6(uu8iwWPGI7%@p zGp5@t5R-GKCJ84dlQP_HB4AWAHD*>beI8}rd{ObJnKim(xN4%!xE`h+vqlUtW*Nw= zI(3+tND{sHcv}BV|KT28i-Fr_yqe61tei<>;t7xd-(*!p2)cGb1s|GlI$;uMdAAYD zRr%o|MZG)|rotIX(1^juMA*oDBMFuw>xL>vX3DAC>D`NR-jN$S+tZAjK?o)k8WRka z9FCcVe2_zrcBoNxfFU$_TGc&@W}jj%VcH|oRVuh-h!ucBE(E$7G_!0%(M<3kg2t{# zO!Cm8?P9_bLcr|HEm#d8$1n*4L}am{#0()cqY$X*q2Yj)OnC?gOK zo>D^vK(BzPGfEJq3Pyk-OxE>qJQ_u4tn0})q*tE@pxQ-P zWg`Y{z^a*Q8h$4+2mp=ps`5xHZvj%w1cDF35ieb?;%ErE8Knq>4+ID&hAC2fSyG&n zflmuEF$6waKvKknjKdarbo{hf^hgUqvE+MU35RJ~IHr#h=2a6m5*ZdeaO$Xt_Xh@|uyrLM_=8Q}?bEi=iSV zkA{YcW(%NRbQ%xQe2`mC+DbN^DZ^AutN{`Ea9gv{(DtAkpIvF99ex~IoOv8t+(UhN z>idOTZ@tw5F#FCJuBfiSez)wSJhxzf!&?Elu-=^)g71;te|^E{SI`VGZ3=k8A0@)U z$yv^wSL38pnMX{4m>tdfx7b7{7KEr}LlVR;YFfT40p-h%e)wk;-vY2mq+K-luod$a(gS5|?y&Y?Af76UXhi@+qwT=UM5yMrErIc=7E)RV`L z&~vQE1kf58k2UmJ8%c{+YqfLCer%~=Zlg|~fM5v+BE9B98f_39&hXGGMO%TyB*gL3 zBR<6@!l~88P-e&jRAdnDP!f`LifqxMB3E+K^hq^un+r=~tJUT3Po{ZMWcbsI1~|HV z8D!>wb4=rahRK#kLud{Fv0ylvZ^Dr)KJXA4Nq*`{5}@n6+Ge-kWxx<-n>0-F8m}~3 z{Gnna6V}?-i0(nsD{xNI%^5W7`Nm7N_UnZMVxy@T*IGm);x&;YP zk7j~7&D6sIk_<(&(_$zz>V#pEB!2hRPUW0wxropt#2_Nqn$1!gEa1 z{=$c>rYS+@OO^IMvH{(55pJd$+UL@GmCDUmkH#n9t6>d|X`A@m&&Qjtx@x;SsoJjL z_>j}f4()yCa*cM|C9k;xudYu2Yj^}$g;($MsETl(P4)Uv37v{fsAO7Hdg(%V#rU{V z`6cX8yqY1eA+sQ3@+{uAfDBkF0+%1H~;iP4fqIW$_vn5aZ}G4aGGObwb| z{;fvfKum$#v;_v136IT@1;aO9k-=v|ZwLY_Z4jo-sm0)tb=weOlw%q|AT1;~4o-X% z2oO_AEZU5tLGi);*FXNezP`?u;-L8o*j<>1o%2WCb6mf$bN*6mnSre`;1Fej-F4Sp zFTM0qw8yjFe{GGe0ME#`U%>j7#Gkq^3jFPFfAdv~p)+1)`@UGesDkDm70tfhFmzsz zJHP+RgT1UoEA`a`+q{~FW3$`-RRGNDJOPp&QCpsRYQGpeY{kDr!8 zq^yN$R1LvNm<)V4_=Mq9*$Ajh6+qRA!?YSD&lch8n=;5@9PX)043Wn{RM5z?MSwa^ z!Vy4NfkTCih9)U9`YaZ{UJ=%p5dMgiJh!t2oC7h55l}qAGJy$Aj52^W)N7X_G>Qy? zN(-&2=QzUG69d9fl2iip2o_xvFXsuf;)UgG>6PdD<9gyp`|dtovS7takr*pr^|Uah z-K&icIG|uM#8nR95Wq2NzR-qf85N+%5{|$u3Pf6=)q|y?4Oj7dwdImlm+PpEpRI;j>Thm)j>FeE^&mpI`$tm(*Yv`M!Z@=Xs!_{2;izQ(%D z_b6mDiz&vAD^4j6SFUo-Do(`?RIZ`HjsZMXS?_|u>Mv`?q~ zfxqu<=Tdaxojb4Zk>MzGF4s!28B11(&2|s4Q?}Ley8ZUseH>@LxCfazwrmsDc?FquXaeCO>u3!>KlQ{^ds=87 zHqiu15ociLr%~IGS4KglWmLlylt!je^NxVV94PWQOaRnGs%N?%ija{~`%x4S@|>_o zy+#;c2>b*~0Kox6m7YR+g2VqAT&J?0`LP&nC|5C z{2GEUw?;iWtHY#4thqzjO7G?G|iVErMQ-Q1^3M? zj#`cB9qkKN_f}P_-ksNlw;QgH6Ezikg$};Q9uluHriSMo9zG*q>m0}U;`P}VKR&jjF>d`wi*+ctr34cylM` zZ8~*>UFIN|VoZ&PgoR_`EF^Y;)6D?_Ml%Yhg~1cZKn&@Pdc^d||073^xb6B=U$LZ}|!@b4PwuZ~dBJ+G{8)|WXU4Q=H|Jub$fnEjZT`;PFo!%=+kEzZe zh}r(+y%*FLHKbFh!=xdFMLj{NfuVWtcs0m?ih+Qjs?Y_fdcaYU(1g2az$B)pLfA_L zO@=diKG4F^Xo2Ex}Qs=7E;S2QRo$`D$Lm<|EWJueg{3_-|Sz38|^4581fj0VUArcp+5 z*wyn5l+;1cFum~|ki1E~BHc|~g}io&Rlo_94W=Dk=z;~vG|!piAv7HPVV$sdP{9(Q zrD2MZQGirBL`jz^<0Sb`I|O8m=e^Fnq$q-l>HR{OCpcuh-Pi?!c6`zsva|@Z%Xz}7 z=Kx7bpj$Iq6qv+3a>fupLFEZpgwU9#t|w3eWl1xS)D01%$bp;z*qhw}4+uj7jOHFO z^3YgBo+y0)!E^b33}UP$5IuCM6$Je)0+jc+QYX(sF{J#|c@_F>Z^?5t>UBStK9?XdW>& zKHv*P#_S6p^4LCX;qwGvyiGko{E+#eLDNPQkg4!3PsqzZPAN)~OF-E2h?YhKOdy;g znV)E;Noq|x!YI#aA#%fK1#FR|&PkHIl4`3+Pm(+bm@s7H+vCJcC{C-wX2%rxyyL&m zVWS$cWN=cq!Oe)OBIk4|a=t)VVYgktXbuAri=32RqvS*8F#jb=n7}>K$~0YCMHCcs zhV+7BPE(ncWz*!%s|aguwLW>%)E^g8Z|A<2^>L-Us-o=z=z}}E#-qQQcb~0vE8{*d z(tLnv@2IzGyF;KmuSbVT!>&x&HAb}3?@ za9A{2y@D{kE#@;YK1q!j-H^S2Dowztz=xnNdClr0=VzUw;Mc-@>|L z{-+5lL>JuqSFn8l>(HefIo&yEIpDefI$Wu8ddED+D#g=kba1kd^f-LBuB;#V5r~K^ z7)@MKCtc#Q1uSWYB4;yDYAkuHSJFtz3;{HPn4_jqDUv8zYFA3N)~>;9emnKq4id!^ zrkNuq^Pn^{)da~uXY?k>6c8}EhRm`xU|KzDMu9hp2=etQF48~}PF{c3MukiDh_lKk zz$<>{JX$t1F+%W2W;h?XHAdKwxQy}~AE&kFu|0w#IU(c{0TJoR6JsTHE7R;qvSaz? z)pgx<*IA-g0vS`;dNxfS(dLvJvTc{Kg@7y^+X}z95R4jPomcH~PFes3qPCDM3Is7K zhV+_^*`|g}HxnXauERNg_{7K)0N%bvR}BbADP#`ots?kZ`O(V;VF5xz5XhX~62g%y zm>Pd1mTAo+Nm}S^F~kQB&|*kXawSrG2h9ia%*{xr(MG!1GTQ7<^=STCwd6oMdh{rx zF!PyYE1z(oF)AlKv8U``rdffU|IzXTv)LyMmKc|e(&7zafw&Q%3FDJbH!Vp(@F88h z*bcR$q1mu<%O5`2_==k!3}{LL+N*~^Z$l2thMW+FMys?4fg6|_Ljp8Pi*SVklQTxe zMc88C38pAGj5gOzH(Dk&j_E-$Av%wsj7Br<632w5D9M{5qYNsKzOhvv-FfxOqmT7` z?W?#|t}D?#rgo*(d^$(P*S%0 zk9vy@py^1ac|o`2^sQ%ghCfX-i+RW>d7fx!rpY6CMc&JcIkqY?e);_J%P+t1!VA9t zh0nwF_4S7ze%SZIni*NFd&~RpIo@lQVi%Ty3%LKj@x~i}`O9CnH#ffFRkSxt{`Iea zbpo``ecHA-+V7(MoMVwWXxpc)VJ8me`4T(7|5g)hXWP6Up%kcB9*v^ycRgCQ(T{S0 zAgmy$_KJftrGTgan7xCP5z%?es2j=`d6)_mg1qvg$MHy4g`uuhWDKD@9#oO^8YVzJ zyTFxb?@Hy``Pn14H3%Hmlv&`Mp~!QJ2z&&-#w+reXqbo`Q%-?U;U3>+u<6SmcbJyH~>v7a5TCw;UK*4^1-2tx_4ry zFHFhz9{<|czUIwH7{~iUgA){R4s+X3QHzBwsUR;>e2EeTT2GQXPozuleOhwh@X8~3 zd?4K88ycD{X)Lluv4}`gApqZ;c9`t_sP~4_8{&pc@`o^8k7z#Vy+&yfqYfOCOg?iU zz8f(a!hB;Zw|fN>)&Q0eip*);OAJRdipg7&K!l(*G|r#V1==R4nl)6bP5SbL>Hx+DQj z7Zh5eG<+#FDQ3zd!M9*6R0luF0qFiko}}C|N8WtNu=Nm)3BehzgwgnjsiP$*=ZUC0&i zHX~$&yPHEMm-xnWM!8CiJiC}&)dWIbo^4(-@Cg&pbJfYbO-f!P1HtYSl+m^`KnULZ z(8NNlsEvA&X%IB>Mmuts1dn;nF$g7UwliJi*}_pbz=DGBv0w>f8nRXqO)f>g35OV_ zK!Ct!k-SnYqO#x2r$X$LpuL`ZMuKI|wn(6ZEi(Ok|Y!-i_;&Vj@ zOBLH?R_{a0M%{2f^q~(qUaI7N$>X%CnEMka0yY08!^+AEKnR*|kp1HcehBSy%}}0n z2X`Iz(IRL3jR`-|Qtiy(B~q2v3sw`C0A;Vh#V&BYM9H&USrxJ;KUR_1G-M4}fn%AO zccX^d0t8ysI24m_I#@yA%Ve1k$2^9{2UZv*Nz5a@M`C@_LK1CZfaN@aUeK6)z*m2) zAJb%!0}-YuV8Rh5X3^z_M~x@h;+4=GA^iK#&p-eCqmMqys1STvCJFw8!BSuT|Buf1 zMzfUPNe0xJio@}<{r``grqmq2YJTr~-%I5KANYW>V0pU^Z+1Z42-Xk#H;>}@sEvU7 zGe%#3{q+u(K9L*DMZyLN(-~}$e_r&?@4pI{%`Wh&y&jFJVt9RM_P#BTP#Kg6WnaCb zg2qtDYAkHpkKOpcLM^A%4oN~WDO(6mx49J&G_ z00E{XXu*O)6jkYX}ViIEx)6{tRYCy=3GrR-hB2vdjPqjTHjb&(JT{eQ{FDEiBhkzoYY2 zfuU&KRrm*39IF_0v{T$1tDLF0XL39 zT6k6zhds(_fru1gyO|54Xjv7t{D@I#PLkG`?@Aol++JOv01|8OP?TiCa3o4frO`yl zswUfDWi?ESRF7vu`$i@xQG`a3T~m+0jqYq=y7Wo1d@c&}JVj~YjO9cO2hot8{G7SdKjV=E zdA3UV;O0_dM>ue(%e+y(^O}wkuDA&C^Dx;vCD)Z0>U9ofMal2ENP&~SbjN=Fc)b2nEc^3MW%To{NbCt5jMr- z@!>E5nK|GTwI(I6{+GRbd-d}w6F9!7OjDGWK&w}pb{a|IMU_FPHzQgr#9U;cg))O+ zo79UKnVY#CWEj%)PZ{PPm>I0kc>er(FN%4@5xttMS1?^mVSK3F`ma&m|Ni&81*@*y_r`Mmy7Jar zZ&kz9-paUthvM&hfE`4^ZpU6rV(~@z*s;Z*I`qS7D*R-cMyfS>eSlU=tEkGg)$0DM zR=Wa=zj|BYwJIf;@Y-Ks1Vjuav$&ak0WqiIP~1EUwYasiBrTd60@VYI7>)2671DwX zAFrrFq7g>#JcSX4y4DdgaxiKZ2&+s4*xa#4UKy3)$RJGlbvWt=9>EN!@6zJ zZwYvWhIYLs2Z+_kB&s|qZ>?x8XV=%){rLIimtX$g_rABWvEdfXNNY#$mlY2G^IcUL z+}H7bMZAi@z9OLDly7f%|3&5ys7zTb(%UJq8X`r1@rz$9DIMGQ&wu{&rJ){u`$(_9 z?HuNZKm1`B2f}SxUU=b!2z->;mS8W)VOXL*wEutqtEyPk)_!H7b!}-|`0AUQUwN+_ z=~1Eq*b8hWYCampA5wW#SdOr1dkCQAK@hD=;Anjx^-qTnFFNZq2`Z2sFB5)3I> zh#_NayGc0tY{qLyBY{1H=&>lRhO}xObt%{f$hRz zcsl}LsNgJ?7->%|QS?H>VAo>|fW)q6310P?VMG=AY%W|xQOYo6P93z9qgDeDU|}TH zBHypSY(^*&-P4h}-4u zhL9r-L>P-EfLzeHY!a!XT5w>R8pw95jDggcfq)P_`hvzt7)G)R4J6xeftl3##CDTX zqsW-V3lT#@3wCSVM(F@gEJ}>Lus<3yYmlV@Ptkj%4lgc`L=`T+=aEtL;C9A%%_;e~ z+HEC_Mier$3?D!>B>PE5UxsIrpg|&IDi$~9+@F9 zyCcA4W341u9J{>vmwK8IAhRgXjo1W z`55z>;|TPGFhgT4Mvo}Tgh7mjBUCFCex|!roxJsuQR1@68$h(3gx%IvMU_@>o#q#p0b-((2r|Gt znliz$_C-k(3ZbhZ@F)YPd0yP)B=s`m2Z{YrG39Ddw%eh7E5n%blfZL4JB1HgRHLx+Mfy#w?sJ19FdX(rj`-p}B zWu?YB$3fSSy3zhZjzXl85Jf)80F9hcZ2;smquo|TqC%gMX~c-2eH<~pU|I+VqlaW3 zMJV}*I8Vdq(I9}gb+Ql{d#E5sV}m2N1N>vtU;fWd#PBRZPyq+?i)8-Ni=bVY9LA75 zykm9-D6@vZWHN&UW@LY6!$Xqe;33rHYsIj0qwA-8jh82mlr9=J2+l&1#(j$NjtY`B z(%7T*NINgWgZV-)t2C5`Py%SwhC5utf(C#~tawKe)!4xz;E^;mD3Ljd6`5GrMj)8{ zHZO8K*6>aWum2jE7lf2Wgpf%~=II6BmP)?3p&`viOf?q7OlnSZ88IZ`RNyU`DTQYh zE~DhzWU+v$BV4cXlt7FLL60&Pqg11(0&H6+7MU2*f)Nr1JsNnz^%^0p1(1vkJuhGo zh)FiM2ouf`ctS{!7$_ZgGl^KlB)~W`v?`qsU3ny}E#51Ary6G)XE4{&>942U=OE<6 z!Mt>A4xqKb;&r=eF0xQhlyypl2#|xFBJ?CvQ6|9PLW39?dKkpmJu;qOAFPU?yr z6-G9@{EDP^r!Ck@w9s*!gB54annaT&2%;w-U^ylZ$gFYe9c)O1O}Y#;>cjr>O75-haAncQfH;WNG(&t01e(KvG8QVn`M+> zrZ!4GEhdzwBevqtM=G>(20a(Bqhzp5Fw~B~1w#pU$@Qtr$6qJ^_4RdEV84IvQoOOT zvHJbUhcns;e74dwLkvxk6R5;zFHC1!hH1T=D)~z<&{_F_yPM@buqft zhP-m+N*F&f8Dw+d#TQ?Uz@c%D-wBR*_x{H2zsi(#ZFO7nYDnw4>S3iTXpoA4QqZbL z+>sRq0I6_+5i2!{p{f-zJS1M#Lm@Rp8u_*uG}PHHRXHzjPoF-m0()QTQGud@SOEEi zsA>gRg23`=GJsw$Nma&83u>hEaKmo_4NRo`qOJ+NQ z3QQU#Mev9Vlxi7J^w<^+^Bk>FGMgiS$PnZO$zlT50LWnU`O6Vp8e_;&fq6kSFPOn{ z2Y|6x+S=SQkfD!#T;e!FzFuPk3AUb`%>{M}6xHlUNxsGfu;8F)33{V>T?}zWX$UcO zg#{OBO%R&}6CSUg0RZpctJvx^zxJ$$czHWw_U<(w0NY~s390OPa})Vkx{KtstskcAzLsN(vKPF@uCzi zss)NA5i=DFUPAP=7-Emqa$^M;HYWG+J(*k`7hY)dNlL%Jny%C*Ko9R(sO`u z1$O^+fMJHi2E(j(7hb(4v3XkB^B2rPiOq7&UCAsvN0ojEnrMzg#w%?AFr*2EXcu$6 zv?N(;28);|X%vZ)Ma?#sXt5$$oJ~Ezq?iRT45j2inqL!I&H&hnM&Dh)bpQ=Ti1jt2 zW)QyS5q=Q#2s41|Y+L>hK{Rt-GDB`5e;oo1e^pfR6d!@&ksc9%3zC+RJcTJ-`P;%V z)N(+ekp@#@GeAy;$0DSaP>gb0{ELsU%UG?MGFeTNzL}*Iu_;DR8mqvB3#?^@krqS5 zvM_)RHKUO1(PQxlKh5ys9pi9>j|e!T0ZbxA=*=lpHM(LqN&*5yU_@)E_{?`3OTS@0d-yuSMX>l-?+TS*3>|mH}KK$2X<~vKD(O zZCS-aILUMwLX1XKJ(9ybuyO(BBeK$fG#Dy!pV>+ojHz+Qv{;l}juXNFWW;798bCs< zR+Rm8*2^UeSyu2@9JDC)Fbt!bE?P*V#UtDFC;@bds&b)ZEq(D+WFC3s5n9v-E^ZuzheJR)H&!4wVxO)nw!f4}g1um)_G^au*6k;Nh&2M{+fSa2`5u&w} z0Ho<9n7k@K5u3^ucnM%MT_(|#nF624&5qPH(S|TG)y$e`w$aFDwoz)7G&7#R<(S3z z)1Us-vEL_PU(mksjc>rX`MLu80|nkR%;#(M{dcF^%?kgfL|`xX-(3{_`q#hi7ZHBX zJSY2G`2IUzM?1kcaR0TaRR*=C#cr8f@~XXRV1e83EOw8TeZ7K)0KMI(8W={EKyQeI zM5!<^wv1#t^8hdssEX>bLpm7S)Oh4ytn?PwB&w@QC^BNnS98cAO=(i@z)lO0>JmFy zMQ=Ni@&&H?p;wcQ@)1Czo;2pc05Uk&2GS4=O75DL=ovx=gOUA=G+7?m255@`@D!zO#Sp__2*lW~fh$J3L=PqTY_@A4 zAepp9yf**JN{&z`m*f}%ipWG@FQWnwi){;rM=;2^fEQ&46{E~(o1=(%nyru-j3iS- z14$aI(1pFm?DVPFz{o@xFjZE6{GJq)dFhguvq6rAR7~0bvS>5RX4iXM9zDGFE z$QFl5M>6+cFYCPgx9E2J{qsL;UVAUhfd5!qTl}5B?VDqj{oVIv9~9{FLWWYuC)aST zPc~AN&CW>HxSk`tFn8j>1-^HRM(-r%2xLWQ&9zzMqj@oF7%d7-WJI`_=tW6vjY<_E zGE^kff}R16It&vErz|jy=#y*)!B~X4oFPzaa?!AG3_)sgfEF$o(q{}xt=WXv;0F-d zcr>(^Ht3VK7Zx@kEBBh6 zHah?s$sr`CNHCkk;w3?&kuQ)X6^yk510Wn130nRpgftB!m!*~~m}{3Dric)YNmytR zC^XDq9y}rR0w7sPDNKQdBoL+oQo(7cAfV4Gl6lGz7>Xn+X&6}oAg63+jJEJ_ntFJ0 zaIu^OfFL7)M4)i#*_H%I(IXiWBNoJFmLpgqGh_x$1W{nN;W7$oy*oAe!KeG3;J^@N zh>+yxIQw%GJCB-Wn?)v}XD51(s-gVFd@Math7g!>@lq`~MQt-s$A{LjSdIX5O zsVQ6)J%Fpa-|o6%cK^Ni-h16NRbaPZMc6+T@n@+FX|BNiZ7cs=cl+}C=3#HT=_a>e zAJ+ZJEP9#8Briqvc8V_V3b@xhqU!FcNGifM6#jDDGPmQ1B(H5TA|s?=qlP@XI}3#{ zno4mlm~D%~E3nc`c7Zk1=Z8t&5|~60Grwlgv{EEJu+x=r$wr_zMR-jmAyx{25JP4P z#&k5N7!Bz)8WA8f8iv6DS-}f>Z3^?Eje@BzdAKH*z=X2_T$XzD{ny9ejg1X| z0_*wbpMU0=XD(g3boJ_07{Jo67gqP*`K@XNzv&S;;Qg09u8=B?Tk!9H|NCK{ysiAa zga7{b;Uz!vIC=r#2ZL9QhbUWiCmRI%fYn88|pK?17A0yWO~f7q zz>>chX~dgA!rRN}r4c^ksb)`SFrpB9#H%qC4J6oJ;~0jqV-f%oF|j5BOljfOH~S($ ztWgqjjk7{WPAL=t$)rItjBxuVu_=lyOTYk)gJ1&9HTp2v;Wg^;G8^7RAb{kfV;Fjp zAz?_+(uLT`4UCr!7+rJ5UASoQ4tue3jP#}#i?`gw5(p+azuKdjhfzw$NG8b?iGbk9 zJu&fEBbE@&BQitCOb`n(W;1D!MtKJ)q>w~O1BVvrp*c?YB%wL0TU_4o`v+e>(K>or zasGVDJcV8d|J&xZ_h0;>gtfJQ-+X-C`|Q_o_@>}r7CS_Fi!lgh#sSc2Bnq4B#cZlWTHKqM_Nn)_NGHG_=s!1vmn5w z3YUngTo9c+{@iE7p$ zS>ALQ%C&g)^U0!!VGDDoHUtvR5*jBxi`>pl(XgDYZvQ}almoY?mM!ffsR<)`5@2XI zP0|1onb8(6QM7{z2N)t&9dIdgxmL+rVtYNUVKI@0^edWrR%ihcAWzc)PfD`BiTTbhGPI zuXCDjD89F9?zxUSZoVJ+$Vc=w)!5(o@|&Ec@7*J$Z!X|`d;9ITQ+MLT2`0Iid(Yr* z?o+jQ4lIB4(MN?{NR?vuUqRMOd#64@SXAEWFHeew@WN|Kz5BlJ+J5}QeFP#S{vs*t z(oZf)HoZqk*=VB4H+_ElN0&_jz4)6W!53SU0CS2R3yi8Oi|o0+Ba>h%O^}?yg+O*` zsQ^%CD)prtAs)$OHe!r=4SRFV-~a?BwDT<_14>BwV2FH+13OE+7nG4^9rIk(SHFKAcc>NcHbmgy_g_C#snqyY!!X!MDWp^%$T{H8zaa3>hX?Yt zcgf#>uFhE33W#!~6le;C-XoxbVEI=lsvb(cv#65g7@!^+Qego>7gT8@3G4&xJ+A}R9uI+on|zw>A*qUP zO|S{G#8r)kJ`9`SeU~FRkG?6@VHPJ&DMhcLg_G!3%}ksu#Zg}bT2QN-Xej#=Nkb?p zMvsO$Vc^GA#;*VRT3{+n09AWIVK%4=U|IHy7`=$K_QKULyH3ug<-VoUlZZpfO^Rl8 z-$dvAr+o3e1U*>1*v!>(O~t7Sm$WeqE}Kr$PRY znp8T+ep;;Euv+U;^%Xtd`A5lR+Pp#(D{S~ZGA2>?{K7pf`0&rj)aCcv5-ex?BUc}P z@XIVsJ5Ic8L&d+eGEnVSzSV4jc0|=?rL_>8b#Ffq{zgY_$e5iR1c#}+kYh#V?pdgX zTAgV08dVnYTln*-tKdVWG=y}-<{)v`8^avLDXlkMTa0Y+cKD`bJP$-*tu;quzk=w9 zkdjHG!T? zV`#_Iw-JsKRIJgjt=KZeD+9(<)v3uO?#=cG@b_do6xB(qirZ(I*xEKvgDGmi|NbZR zs7n#qZ}IrT;KKsW?)C2CC6%>9HQ`IG17)R$W!Y zbyw*gu;~CpC6P2J#WkhbXrd$78dtiFLUv2bw@lFYg=!=Y8#Nt`-X*blC5Dx*lc`MR zRq~C)TwG&k2-*_38TSF|7JUam7B-%-PSX%H7JcCULKNW2-Vj(qvg+}FcB*>E)a&;I z(`%llyxDhEDFVg(C{|WBu5U)g5MFyr46{N0&2prCXpxpP9k3jkErz9zuDxG3Z#4vP zHkvZ))N{HL`odWPxQae_bM5b8l=?qx!~E6 zuaYzdEPe-LC{2oe&e|;ADK5K6niRUxk1ngwUdRp}%n8E4cer^ZLGERDghIJe!^l=& z`&(suj?;7Xuudprv1A?$$%wg@Q=ch2;_wZcL$8XH)}f4ABEAmfu%Qg0(8|gTd)NM+ zy$t?++OkWjsIHIlpSlK6`aJ7si{AIJ(D1cq+#8~@i}m-f()6(X`(vvsqPZ|*)N0#% z`oIQxyY*kszdBZ{Ba4@QACR7|mW>SBuNelR8l}sY-T~lQ<61Q+z{pta}gapH7vNV9au4V?OR)`|u=Y*QAPBhXH zR7L7@iS}|z1ZV{hRp;OV~u$}55)~13_np(@lt)E`u=h6yDhPA9DsY$Qm+wX z;00)#DcR)^2~=bQ;C#S(Vgnv}9y<);M|TXQ9@x26#DK-W8u9w)3Cotn050B!!y5#qAMbx8HB_c}% zqFOS=?@OVU^37cNVr~1Z8e2l^#kM&78RPln?8%YTp_`%QUk*3z(GD9!Q4-A`9J7(8 zpIwA&py*NPf({fYCMJL)6lkf@7cIB8>q+96vB&&^baU2f!Rp?k$In^T*}B}@!?Q0N zP|FFoLqi;o`!5aM-CsU`uGD!E@aOyL+uApNOSHW2yI9f;CzbinAzGC}m8vV0nZYDx zC+7AoK_124QovEPEi&u-Z#54yBto=NziN~U8bb`Ak0X59E)%Me4OFVL$CqvWpDp#6vZ06CgskSufYQroPrMGRORK0*Km4I_SYELW|)u+=%Lmlzr|u z)gHE9Hl?DOKBgs|+atV)_0hr)2Mny8I2<2Gz|FH5A8$@*8?Ihvf!{ejX%w! zC|YHRR#p6|mu_u+MDu{h_o%&YE*=t9Z|&WVi0u&yini z>lwa(c)a$ZZSgrv-S1atXP+H4z8`>p!&b`QbFXH)Oxb=qvYGp~zGiX(f1SAa(N6S( zXqhkmBc%ORO$=b<)L*=TB{L-21qDmuSDdY;7Hmu@7HSmIY&|91adVz9K`it4DdreG z;b)7_p-Z&Vt3UthprPk{@i~)^PK-8KAw0iL8%3KvcH`P8Sh`K7|E@iES6*EiyWvAd zlQ4GCM&hzc+L4o7CY$p4ufCR^Fu(0_w%+Z}Ye)A|zy(%+F4z9pxLTahMic2RfIkeJ zg(caWZ}z;aYCs57K^wY%eJOfE$r565zYpC46a=3w<8EApf`hz|4S)8W%)oEix!K>DSfve|P`7Mbi_E-#^}06{RUVtrrm?%&Q9;`-?prTtRaK1VIfY z#%-z<8}Wi;;|$`BZVMrE1`!npGz?^ROdO|gV1IU*Ttw0JnErBfQz2}Sz<37> z2-waM{NgoA*2rTY-je6Vb?JA`=v?DFqHXR<{LaH&X>OU`xCgJ_5bW7&x}9sP$_fdb z1uU^7|O)tuyOrlb>8-+n>)QnA9C3JIEd&zo` z1=NIZC3mX7C{$JF2A;XO(`dT(k=6GXy1T8+HmmIpQIX!SlJKnFBWN2W1Zb)w)GkOf zu;0pZ{VT!&PoJH@uigCo&fS~YS*n#By8|J%eKcCgLL#>(PtakX!$`tK6yX?jWV!V0 zv%%KA zaTWxNoef%QF-1R++#D|WYw~b3Yd`cFKpvFgLe<0jp^eX3HYLUrc!llt(T%;KjE^a% zfsL!EUYJVZk3cNQoee=vrRcU@##yWjTdys&YDWnrS>fYsg1{p%ve17#GjoKyiOe=j zUBV(qVtkxU>$7>`qQhVHr;+O;4k4S`1OcXuDcxQVYEdD3j}pq#P~# zjh2j?fcNX#6`(r3&-uravBKiBUez95vm23qKo(UgU)2@iaa1TlMRJ##EYK%&h#`*w zy1g(xgWz}}Blh-dZ#upPe_|;#a-0(c-9TeYrXtbDOt;F0eL&00H*cgI?ifh)cl2_I zp=F56bEdH$VfU?ZpOa0nbD?8%6xg?2jPf&1Dog}Gu=9C_6?Lqe{;Iv5mouH1{b{WD zV2)Oecj$e9jOt;Sv67|3{i;6?%b8N=wdM5xseb%>Lwf0o=cDc?KduSitts*RSNiPU z!DYkuxsaIW#LLvV`re#EmG_PN+-}vG*@4}b!;!4K#7|e&n->dwCmsT4_1MR_7*xZw zLyXy;WcjpRgbCB~6mibJ%+1wzCD4^lMzH!G^Ec>t(q1(s-FNqC(lrZ&8^wMw@|kpK zxk80$X^!@aF#5NsMp-UBlU%AAKX0|FBs(Eq*TFvnW;8d!w|+46Cy*dfDX4RcZs# z9EAB&Qt!%3c#&KgE8ryOU=sa6#+<233wvN83elOTX?|F)V{ca4UzL-M#R7by&GWtN z?6Rb+v^5gl%>=d+en-^aH7kwKsQ5|8J4KrR=FD0*>zr;9lc|JGWeHy4Bt)ONdRlXR zs3y(j299|A(J>y+0yG4XDa*P- z16K9k!khYx#__XirB9QlYA-!Q?U|dx^y2gxfoIT)A#~4ZXeEOnN|UTd!^(M;kz&|N zIH2+_4Sa1bXSCmr{o(~_Gwy=0Jv;P*-3s4$-$A#VuN9v$iDG9^)De;-!^mTqetEbJ(a$wk@}5txlKqPHH1=cIz}9R2+HQ&PPmoiZ|9E;%QWDbD$4c~ zeI4+lc|oTBwX5yGaxd%7A@XQwPc-Asw@)lwn}zNYr{4g)mCVOhs2?J_llW z{S(`g!i%)jF`i59V*o~?m0|nH2Tq7qMbnF``ghC#9eN2%IY?uqxWt`%1U?{_Fzsv1 zU5nWipby)+IH?zgM8taq==U~p$SJW4Wd|>UziUs1br8tJEDrFI##zqe>uGiYjLFV3 za0A|}C+p+*AHqPCF*~ccs3WU@m9mj#WSa3HJ$E+Xn{?tb4>0fxFB}8-h-&`>?(H>wK~MOh)a{ z?L%14ulWXhRgB2LYmW_oPNxbR`ea8Q=9mog#KV5Tvnwh(Mn#9y1d{Zgms4++dHwjq z&6$dD_Ex3Gry49$Hj#I5>!M&xBB!4G06jGz#ZgJYEzP+ZmI`?*y3!HOj47Ei^&y~# zTyp5UZ6Xw0(CjHn^hMRG9t!|c6>r{hU}E6Z>gQ^lh}_Bcm5W3DN5@}hkjAe&Ej3Cd z@A;XJ%il9Lccr#HmSeZRYHnHh_|H`R-_V%vB5en{ySL)~+E3pL6cYc?-}Uuh>Hh5B7i$KTTwuAB;4>ab8_E(Nk=94lV`mmZQ70FmrS z(fBgX#a^Oif#bssmkOoXuBSveVg&`*1FD@I=2MR;Wa5tFkbjqJKd-y!E^YsuE!V|# zGc^4D^Zny@sq5q6T7*Q32=poB=j*kH=DYl+BF$=cGhbMRTb;%P^b%S zHN6PjT#>m(4MSq(B=_xU*E=#AlNzIG?9Hi_AyAdNQL{lW5sg@{5!ZzhIUSA+59u=h zrUjT)`anO?jklAgG}>EBQj6lQ7Nt8G1?X`0J|=re-+iJt#4Dsx{SwYARLJGL*R+*W zfJT(&tT*a_N1NiA-zXx$Tf20K0u_Jz#T?{9^9U-?n%F7yLM@&;zL>{VGJ=Mb{K69) z0D%|&2B8v$j9x9_5^$am@IC?HL>@Aa3W&kgu7h!?gBt28(K3Uzoyyn7nngD7z@G)ymh#6a>_G$ydzPN)$e79` zYRc<4M!2v-a+a|&OajgLS4X;6{8?Rj>?SRRv1#9mU-;3QMR8^-_xSpbdRzaX>ZG5M z?YiFBeRRyCXVoWAY;9;8L_=QBl>0ToEF3iuz9z;z(RL7AciHO&U@V0J*{_81WI@ z42*}&uLk8eISFL}NqTvv<*1jL!reVfQ`=qTL3*1nI<0 zgYSW*Lw&Q(qT-`an#McoFh(5T^JG&Ve%!mDD-!2Uk~#t-4!YW0 zI51c>LWw@ixXTYHLK4!H=m()kbAmE9c8v4JRLPcyQ@mxy`pw!cDKN3yAJES;5xO%1 z?`?lixsk@eclD|iCAVf?W&EqqI~u*Gh9A}~GDgninqqgF@_wMJr(5o%-tHt+8oQ#l z3HZjtA2nB`BDf6x$Dv-kc=Px~Ipku~GE>6VpTYmQP4SPL8GiTp^{>CL8{SXF2K2y} zHvd=}h?+j5g!t_ob@iQ@!qf|Y%~h_t?Wz+H|LosX{cT&cxmr37Dtn9mpN)#v2S8aT z3cBsxlty#(lES!E`neiD@r!%(Diu@6zqULX_vJ4Ob$c&*UXU|xTLr6>mQ?{_q3naA z!-K(p#_RSGnq$i({BhOKs)c1SXmZ7BTSt|yK$))VY%>rLldRGR!rx-AfhWBiE5w#U z6XMt#kJ9sX?B5rDObV+=4v)0*w2H-Gw+wwa#_V=60D8bJ`Suu@DRa|7ok)ue11 zk|Ca~lcu@(Gy{l?B%{@oLe2zE=kXA?*7Hq47z0#%5bdr9YOD-4t=R$zXfiNV6mlFT z^LLt|))`#ec_-}rDPkoj18?kX8J~KQokYQwR^FdOTpugY%86D(1=LWDPu9}8rN=bJ zcS=crITTpeXB}HoN`YVm{vO#r_pQk+XD10Tf4EVUdGYb>WpIvr z*!#ksspd_?BJ-+0*xP5vEu8;5nVCVBgiKpu^-7I9Ourv*D_dze?YT{4}a3`7>2m}w;tNxFN>`hE@O$r zwQgVeC{;6%^)w=e(CFyCKqtV?8H%)NoAFMBTSVA(4ia000bz72FADj`oP)b zC4if85d9UHXpI?+`4xI5Ke$m73ZLM_qTxm#PrMK<;|3SUy`w%2SAlnQg;t_KLJGoV`6_H0OJh42i8?h3-v=Fur&zgi^dczdR?D zA}vsz;T!fu;5JJ6H~n;4V+6Ip(+mmb4Z^001rJ$6$1;Vf8HMaq82ecG16v*Da^aWJ z#>Fmu^tw_C(OK*u86Q@DCH8`_nedq`2J1R=gL(7kfwk81=h|$a1>OO~W0bXiO*IC7 znlIrx`|kEf8(nyp)%dpGM?;a|*RGrw-9NkD3KMRxH~A}5P^Z3qo)Kc`MLm%%_DTIr zi=ow{rrfwUY|c_R{(wfd0egybjs{A?ervm+1`0O_hXgFw;6PMnk)xE!4?UN z<0k1{EB!P3k=8v*POQAO4UhqG&N~yhY9hyv(P$rg_yEY8>L-;a7@#k=!TO`$WSm;2 zEI4-A(G8ajBv|`BJ1M=^MHwPdm?*;2OusGS6MNQvExfF^>3T&mb;f^ix3Ip9?M+LM zdvp7Bm46VW& zSPcaUnwb*#_g`F5JS4X594Bd=P4`Re z2guCk*65nRapS?@F&=THf_Yp5{l_j4K1nLINsNtgKof^1g=G>-L%|M+m`dnWQ*e?8zPK&&DX#hn<(-UZ?-paZr>nv-L|jUQo7k(h`3m`0OYF zi0BZ52!`{N%FG{mpRfVHHR{`{(MR+4dL`ZRxGt3%8aE*^Fb&hyogqcQpD|~>@(PH( zjY~W%n<zd*i}9)T$k5_%!$kq7yOwx_4W` zi9n2?3dWv+elle!Pd}ckzOR=hk|qbMOivwNEjuVe4f}{@tFylmn7Cdd&?&T{FusVJ zaW;RkF`pB+;CVVNMoCR()0n~McS;Rn8kOUdzK|~jGal2K+?|9(Nk%AB?7yjG;u*90 zo}&FC-JH0M^>0;y3w283&uwvOnS1F2;a5xMJ|$bm`Mix$ll<@1;ny7Qf1zWlH3#>4 zzY@pqHmD!aeN?XAPzLTM>vp|YGCZ|G1WG)Nr;C(#DS6-q9=zMa0?84Oga_&qwqqP& zhAhGk`c=HT5P+h8$1bYjUJW!tyOQ%|b`8|J2vp8zLxkAn7MN4gtV8}$R$Gr>QMW%L zeu(U=9}Xc)7G57YRpQyVbgZS@R{|Y#-3$Bv`g`|tpWoJfuf?3kExyjLK3%)~SgMtH zvt?QT1@l|UZqPkzo8*h8YvSAe!iaxv0R}B>-TntTUpDeS8xF2g;!pLO)BgV6z3o}P zDzQVkz9QACja9__AD9tKibos0YJSD_G)Ca`r`2ny=#u&nvro-30rYB-{5X4awoWSPcw{EZvg7ONjb8DheojKDBSg$0yl*r@TK7 z(aZco6&#kP-?K21Sa z<`x47WWWa@Mix%0E(tZ6rW*_H7nwhwP@`45CAL}0RWBpcKFwm_u>tapK!e5Ve&QqL zVI{`#G!oLhN^0~%-`fe%+ekwSN|c7w>YGd=JHDxio`CYk>tT7|U*k)zOux)5=3{&< z@2)7tz@+KG_O#j{=g-7h8vmthl-voiBA34#b$us-iud5Z_9~i1kB74ES6^1`_|-4x zG_j1zp1FV*Xb-FClBg(dYY%`?6pc!nF?+MDpNodM4V&92Kf$fn<7(?Oi4(K`ess1nf^xGRT-@#LTUq#;t_Q~iN!BrGwAyP`PiTgemLLlX_h|id?>@K!v z=GAt_(07|hbsJrj-7s#auIb}n$yT@j`3mg|`x=l8V(Qp@^<`|YwO}!}1DZfVD`+DaZt$g)yU#G>q>qqs2y!;MJVT{q+ahH92y`@aP%D9D&@NC|A{^^^P!sP zl?#3(0a0=SDuHh&OLW{x()1imf;nQA`nX;ud8>X3OD-AviAJ(hL$lR%ayaGg1VAFR zLDET0p;j!#a+L|wHoAeCpR`O95)9T;*ahR!PNV&+u9_^5KJiKyfJL`nq%CZ9fKv_F zhnDya^W=-O&=RC^6)_idI^LqH&Y@ zM*NXO^tvY5pk2`qwwp;6(#eR)<*hW?jbyu}#NVqclv!RfDoqkh666WR+3lqiYR;oK z2j#uI75<{H~l@-qFH`jN+Q7<=Kn&?|(6u)CBTL zd4CcjIr*8Z^_H7<*yU_B*4FbWpybN(Y&^>8rA({G1R+GtZ`tmNIQ>*1zNxg__J@J+1ol*yIVP##JC^vr4bvb-{?2WpT~GC`x7Vs=teL2;G8 za-@@#ZgeN%1Y7lMrN`m+0EIw%yJ%{&FvS!Vk@sddO7ODdvgIki#q7wU&#ismk+vCk z<*J9lP|$io1$V{vMuukrct*<<~h)S&E>HyHyPxLjLJ^aHO_38v|vCW zBXA=B`e@<=idNxjD0;)GGgG#nO{^@A9o*WY^&75HCwzzNXr)x%Q2-J5ymFKyi2cQ; zZ>k=9v&O(9baq4{?*LXq$Q`o5{j@nl5_#E1xBlbB1gpwB9S)R|{UQt#;~2oX_tVm0 z5o5Y9JP7NG=8Rdiaa|)bpoo%5qdFZ)fiIe_6}XS$TlB+^6Br?!zzELHB<_6(t#mjr zpV@AdRqyN&zoy+F-wT^?uc*K$<+r--ifNH?*^&EwB~J!5UH9i8C`e#uPKQ68H%&{< zq!g~0CQ%*bKPW`ap;;12cKhjc5x%(5XaDofi0f3(&f)dui)XLAH9{nMi`AnNxD-C6 zhFXS&KsQ^O7qX}A#>S>Ym+#3ejN3@xdrSBlXJ^k(5~8c?J2nWsHBay!Pl*Z&>24URl z$2>xEwOm;oI)x0vtFJ7hB=`&PAJ6~BS*mjtWnPUC$ez5P<5kRY^J0u!_NgO=3Xd*t zdSLRyyCVI@5xoQ(T9RJO-sWjpK1?$CcUXnrpT2s&0cwoAo@9l z2d!QqKat(?;B8>sC(DzMr;-&4f*C4~JNb4BAP8?Bf3|wqmbY)(eV!Tjnl8EbHC?S- znYK?NRoKV0iB6H0Uqgg-Ck)HUuhgbOR<^G^MF2?Nd)w4K>m5QV_Wc5I_Uj*uXHXb$ zwYM#_2I(X<;3XNu57I`3_QZJ^UgUk}H*^*yEEV+?Y2ltqGpLJz zRv1HDrchMm*&!Y=vMS9OygH$`6hohk4;9eH8;z7@h>9`=9+%^)eZG-m3*MJJGufppE)k9SUXuI0>e%LH z$BU<^nylBLdr~$=hZC|JwrzXCo63*B7=#eE%-QiF882f<6mDJV&3HfuJ(#V^2gkokSKf~Lc-b$w2$WqUP| z^cz0aidwwFO;nSvfZ8k_86*bKz=yfdBlA8~Py~n;y?3sw%&zo)De?S&Tga4k;{BG8 zf0H8L6V9t{{CVN#_wU2Dcnk8bCZPu|fBt7t&0^{L`rjvM2SxeiVHOQw2s^vS^JL#C|`!ALB4bZPZzdR z!ms#=w-KkrteJ3Q042T>*)Qa@fM-FoGmAI&M>7kJ9r}y=kYfeJN0{Sbh+*mUAn_ux zxd1+hDj?e{(PKdHO_?O10muCwd#Q%+P9jNxFpwOr&K#CV%hycI%BW`HOU-b!$jo2+ z%>Dh{WYc8_Dop^cPP?DUucJ;&r2#)45oRHf+}CnjHzGO6|BDP>9i+>z-8IZ2={|ysC1o%g z+s#_m{Y!(uBnVwRF&cOnX8SE$B3aIMCm$WqCl}uT(SvzAml`Ur9-S=6srr?hWaZo& zF4H*thUcqYK&VOh9b~>KQiF`4Z(BPz)Iy;?151~Zt2Xy3$buR<5R*zF4uth>ruU^Bi z19Q31o%&)>cEx()8hc7OoMeJ*xmIxV6@cPPe(FB5v6_EZREN!AOp=M2np9mi{?=>& zRi%m)EKH7&R=1t?2@U^m+qjPvMzk7Zd4yE6cH>OZ9V&c6j#35G2f+>E(C|3&A4F48 zL=1=6?IA88jxi62(WfQvz!_9D`}^;bARI__ATFEULCvlg`zj?%OU#-;rooKU>|`?t z11nOT=@@SGwfl_EAxboJT?BysMG zky(=g4W8Xbph+QtY=Sx<0OUGSl1vptLjz8Yc%koaKRg4YmC*jeBOfE-bt6tBk000vfJK+g#ln-WOWDeh&PIW7CWw(A z!{XE>Y-nsde73*Z{(I%w-3@yE`_;v(m9G~rGTeoKQ4$Wa|6fHzaR;P}L{5ZOnuey= zGgUELyrTJBv-hymv_3O5w!pmM+)NKvOOq2%72+Ydl%DCPn;YE%wnwn(-8V^Ng^^na z%!1~)>>)Ey5eoqLiw!cq=KkJT!+0Ntr-`}pmqH=hf=O0vL|(SdK%&Dz;<)Mk*m&{i z-|ctA#TPFy|Mc{de_l0^P`EE1OLcK)bY;IdL6WB<&n6&+FWW3Q;rfFX1y{_8CSox>p*fZY+~;#o7D`@@Z`7%HQDX~D2Jc=@Dr7D zZlT=yVP)OLXKn>}G*#lXJD_hy;|dCNgjyE@oio!2Hc94yRB<%Dpco31ouv3>Dqkx= zD^qA?nPSBczvyvDB(=tfZ?tbzculIYsxKh50+-Rit0d-s%7PqvUW{AXDHu-g=&K}wu zLL(d(rU!0?HrJ{KuyM?*yCC= z{hDXK0T#;2uQsuoJ34X$a8omz54)DM8e!K#2Xray)~i`&*d>()E#gP?wGNu;OxYtN zN?sXz0cz{;)h#hC{4~_{P*JB&3pi;?luzZ<1mw84RV^6HrC>mufXzHw6b_q0xOn z(lnVGWGED-XHS*UTFR>Ju8(n@Be(zwsv;UE%|M1@m$~((xU7J2L4Xu|APjzsPcz(# zZ4y0z?L5>}PmBGx7x^YlJ6)(mq$oO4Kz-b1u+9mp87M~5D|byN1PQFcY!GnRO|Y1N z;}W@GJ8+qw<<-yxzplEsZ;03NyqWPXZI9LAlarIr?-H~_@H>~^i`8%ai<%wr+w+8a zJ^Z&$dwY-G17#HY=UC-g*gy}A%lTJ%63X;}@O8Boo4YCf=<`4zIJyIzl&yB-DxVWR z)hV3CtE+ft^x=>3^y|!q^XZz=KR`KJjT$oUJ9FK4>_=H%P2M#n4Mi~Hr9k$lxYOAf zPC9Z}Or)W*R6vQNgZ&*kTrV{y8`z4!5)*5q&g**uKAT$H{`qCT_EEQ3tCQEA&E{w9 z*b-XU{C%e5+G2CC1$@a8ELL^#>s9F5?dwu6pcB@n2YuX@b&o0R<|?TydRyH;N0m3! z;YQC`8QV0yjdIxUEt+Yw!XnkYRn!CGm-bvkEx*o!8rVf1xl#Mi&T(Bb1 z)Xj;P&!Uhz^H%XepdTP~Bp;{s^HMC;zAe4qwX!^4t|pJtnwP1G$BE$?x}oZs6Acm{ zT2r;#cwu>RD>#7fqleS)B`{h z2|X1OJ1Su9S*YgeqcmHU?5fM(R}~}s1wN@J4GK?TB!Z%cN}s4|`zU{DYfZbMhNX7) zZVX1A23#E%$5e0$=1%YHoAFzk045DjwAr+TzJw#n$dHpD+PXT!LhN85`>qn$VuD6_xPntVn7Nd~7qepG4}- zOK}LpZp`}@dNtY{-D=wNPCsDsv~ioKK(^z~KY|qKIyT-gOmLk&g~-{CC=UJ&%Xr(J zsQjy{!O!-*pW~OaR=a6Qdieu{wAGMLHTv0I>JG7LF?J`d6DZ$aZEX6eM5R4gO#`F? z)n`xCi?@n7=*)&c=M)pvi*@vxlzmL8ZL*j8}A|^u7zre-R)rYc^@*$m138X^j=DhpXG_l#wVc(O~W-b z)iBytu>=bjDjy5m`iwEb&(J0C@JP5iwO_djGFKO}n4-2RUWgt7Rdecdr#3!yWX`U@ ztpq?mKMwyZQzFOL{NcnkD0u@Z&sP@n0M9}{TmTyl+KtpRo!a6X%NgQta4hZ8tA5Fj z4WO8C83s{-agkFkP#@C$+YO*;)nWQ)^_h&VZWqLit^C`@K-60NPg~hbwmiRGzben}H&1mJU*C2SKG85a)Nggk)ku^YnX-({p$--){?CegcK8aZ z{F);BAX3pv;(-gFHOe{_f!Q*Bz=~okPx>qytc{7K_Q;SSrRbYW z18tq*Y0yIr;|=3)7s9>W|7^ND&mmaa!k{ByQ#f z=!w04ciS`bB}c%)XU5%g$OvT}nW2=)49f~M*9B0D zr)0x8xe2KH1!W-rwDGE@x*9mYh>~a-umTM9qhW*|?DG|3=b<=NT_!f%LCbjCS0XO% zp&9V;Q8oEiYP)HbXT-Wm62wsI!9_Y43}~{4ux(9;nW)n2Mt`IURZ(ORnFlxq#Dm<( zQI&AXPMnZ2HpRlpIa~`Pk@jn@nB$rn!eR@ex-Lm%KtSMn0nB)zHI(9UQWO0!tVzR8 zn{`7?KsjFzBgKqr*pO@vb$oT`4DiSAzmZ*vgKms^upFXimL>=(s1%Cl!(+mrG%c3d zwSt+!2DwbLaHJL;O9i-df^*f&G_BVYif!Q}8*_~=rjodEo&z^(mbG)LX;X2m7Y99@ z;T*W*QI7(D+$Z?FMw8=y*^zZi4@zj<`u(+Kls#eJx$#bKfn?wmjPHf9R5dKS|C^OT z{!^z++e)cS{eqjh*-t15?2Wf;Z)Sir>S-*W7Pf?UfK?BJ!^Z>piHk{e?H>@#f>P8ln)s0& z`%hMi<2Ft6QOR$OQ-oGx=HD447&i+1%v>IhnPK4kX*0YCRGM-vtG73ij>W#&&AiKh$RLN4;A+^X3r053ILbNITt@s#SqM8nSEcKH-5p zfGkR>Bs3LjpTVV^DD0b(;%ym+X$D^Rnbb*W3An61hM5C~mT__bQf4a%qLm~?`?;_f z=N!_^=Y(@5>RVWvrENJBE2Z|H+^zh0a<{Sb#dNziUCyBBy5el3O7m2ZHs7~i=m8yC zP+#3SjbT4R;@&xP9H$7=(x2aLcS>i_$6yUSJV39SC&g|Lm`;~InEp=2bY3d_zv5j_ z@9UxP)Y2F4MrCg(>ZC^2LPH&e5h-Ablccy`05nqy5<+w3;m!d7}ja%c*pk_{)nIY0nU`cG9>!(fCh z`%bKdIjj|Xw_vjO(I~6?r1}-AL|)g{QLZxw0rpV7E&v74CMu&S#A@TFT+E6E$KjsO+a+Haay!kP7yrB~+YiqqVb?YG); zNZbV5O|f2W2qT+hO7AUkcc}Crs+3AHwL&e>sPlqR_^j#@&1-SKc~BR#mH z=9PMWf7~pL4T-~`PR(4fCU&FF`m8n~sz+4-kcT7~B)YQ)$INOFG%6m%ph`ITB9`*h zMCgQ8I-f4r|AjPk|n^u8`%XhF=$9OTZ?Tse+E?P<&I$T1H1JebpTkBD0ih zi(`B*`+48h$gPCmBKvfMNodKzeiZnP8`_880v)XUfn(;{9AT>g3|K_w_h-x)ClAZ9Q!GXuW| zXk_kyt2$o(+WLZ>Rj>fXRl07cEsHE8#?)FS75AgLd1Wl`GuL^mQC=W8#9s=wG$52I zysM0s;GZ{oi}Akoz9|1&XWxDQJe7NJTUbTvkJ~1tZevJ&X?7W$U32 zGsvN-vCn#MtS`5^)zt2nfE6N9ukF+LO_sSYsEFhfkQ;$fsk0kr=Ew<%3Gh8+{9D+n z;GMjj9~F)q;T#Lm$~OB>)O+(BF3USK;kFm z_)wcj?WovLUUzQdaoc4rQ0ANfgbF%Ko);EGp9X32SO!_YF;csaX}NM z?7>n|>?at(PHGb&e8}L=q6-XPUy^hWES{cy}s>V+{u&-9` z4oUq^zW*ew5@;1H4%Gem$pj^ckh!?DFe)p*AuY44mBk2oGpe9*G-_E#M z^zpjCwo>SxLp69qvzkyN>ncZo7)?}3Bpa{d!}%ie51~SwdP0yu#B14)+{T(bO%9cH zM(=Okq=&}`Fm9A2TMf>Iat!M~n;BA0c_LdRtL!)jxg{lfE|_JFi|L|65f|NKwmG2e zN)MXeo1O#+0t6uBVs58m7}pD9RnUgUwv>GuMiwRHzG=gk&ldm^9sjQqn@-?B}xkrEra6!kDlrgnIphuBfA#fDxL~`X{)v!umsQ7*I zLA500D7ElE9xzHk-YyS={(%oeBbw<#GZ{%B9w$62!hZm+E|I%+N(zFJxXnD?HNRD zI_%l1QA$yJ(-Na}s9i-%6|KIt{pR!g{R262Jjate*L|Jm`8p%0RbelGn3V1X7dVD_ ze450VejRAAB-hDXR}}Of9?9e+=-_M_rns+G2=W*<>$u}P0^)|4DD+;$w)}F8kV;}l zrZG4wuXrg?j81D>E?uDJyjC8#uHD?b-KywGbl4}bzAYbXT7|oM4 zLc8jY?_z7%+FJ;Xc2*S|_+b4=JY zVRIBFHOsfVIgzys4IZ(xz9MS!Tu)S^XJqH}+LPX#{3ULa-**}>@q<_xQRqZ`rFYNc z-^aW;nUgQyytFEt(#zbxTI@MASXz9&Ys<*T3MFBx-{cjsmhU)2K-8(WpN-0*EZd7L zT5LJBaDEcR*L|5zD|22G$J`Ni31bO_)olefrW9HBxCW;;ryzUPUS#Tr)I`GWM#?rI z`gzk0+n+RboKw*JDPr|JB96-L4#ST1P1-)+6>jcanIx`guyU2wv5#M>8t=iu(uF|Z zHR$9llhoqAiySh?By(B2f=V`ATk0Pq*I2p4z+I5qME(Qr-7AW}GMFwuU6ztraAO=?NrG%9QPG8Yhw_gQtqm=JlzbN+1Zw0-LZ9BU5U`xczBIWWl=`9;L>%rtbw zVnCX$%$+?WQVRSdPGtWH1wh1-na5}*5kv+qd>Ir|b3^ON<*e{oV?Xm5-)aQ{M>b>q z1KZDp+r@Mg;p?pvY=bnJP%7^mNkBj#>-yhcO+UVYx*^|_a{f4k(ANFe5M1(?>O9~Gt-cTcc4c8V@{UYHk|NMF6!@TbM+9^iKkkA z2+?xO+y_`dh$z3T9p{U9ka(|MAd%T<-YXB>z6A|zdZy6lfItlXLvt*1$=V*vuRbIKGUsVtclL$`T%sqFIbl0I*!C!iU4gS;#(cBbW7EvxoECL-k;N0Lu+t=)#u1p4b*j)+xZ?C`k1mvioEz2!cqMo+#<0@ojoQI`pK>>k z7`Zan29rinBPp$HectDbb3fvEeLBg5|y zmFjl=48xp49fW@EPS$b70;+zGVL}6`qXvm4q)L|XoYxGxvs$0_>B5WgUlOd|Af3N^ zGk4Hs-AlOiD#m3~{ECX6dmt=ZUI4;h1b|X9B6+UP`WIYIFz`)h%y`XmgEJEx2ft%< zx3225cu_7ZgL5~`>l@|9#*MoUdS?sGbmO$kv(LEj^?P;+rO5Ml;U`4ZZjL(4&_$jo1^FP9&;Avktmo5uhcH?zIu^CqM zqudj5h5jQ##S3;XcQ+V&lr=*WqZqWIubWp^-nISFAI}-STbTd)!xL@QxJb)G{!%6W zJp@PsCs9S>6M};#+pH<5_Pd%&FloQ~QVkL^1QkUFMxJ1b=U}|bo+-3}DJCITxu0A? z6FJHBoKvOCKsb(fi_^LNEBw`o2|y*~;lrKy;aI+@Ngn_$QH$zi6xIJ7XZS3EV0dk0 z9sNs)?NT4@e^B&Fch0}aCPcS(-pY>Cp=}ngT-A0hY1p5+>Ur4<+7Grcjs(TEn8`Y4 zI4!LK-BL&(%*v5`r;uBP=t~ER^uay!npoDuZ?v40!iPqQhCks80*GbV@in(D@t)=- zj+1uHP8q9{c6NO)SCV+WUCyCll@)CsLOxQ?-6-#OEK?jZ%B~YRW8Hqf5B+pgtBVd6 z!q*p9?a9U^n|YZK2UaaYvq=83Mk!4&YH7N@I!^kLA=!$)e`d0I(P;1Sv?Y+Ny zpMifjGs5n1Zr<6ve4Ur!XAin1^9e(a$V0UJe>ZZ(9+i7*PV$obow0^6vLXfH;KM<|?eBPHBi&r~$KaA~j4IWIo9u%r)LNB{0>OGN0m}8r zbk2g4!tY1gIWM6s$Z1i5W2)Ax6VJ0i;f;j`tNXv!nD#&2|JSoc1LrFBo&WiXds|c# zp4k^G68P)CXKnj=)%yN>2M-@@B!BG_FXwMNJz-5`G-fiF(p93RR0WAM4Kiu*S7$8C zEAId>X-kjF?Up>}xy4ch_b*~yZ%b;B6Sy1b*F;#8P`V?fFVw}rz^Hor!{-%F>}p7; zsC`oHqE9XaN_=*w{`={BE5HlDDBzXWRmnQ{Ob4E_Cy4W zP2I`0W_lPEBY$Z3ZFBKh<0z9p0~MJ8iDMrDJMcPtSbQf8ngMGrsb)>_u}{vna^S91 zB1kX=`YCBjyUghz+}+iZtKoYbzG7ZX;_S{vKWdA%Ty~*GHi9ZRc*x2YLexE4%kGB{ zf@av8V^xPns5iVJDhlL9;G3F!_uj=lLHg(Tfx>o)`+bdn3IwFf{1z9rB?c zn|#&Q_1~_MNY?aU0t{>^gGuLi)`MUXJ7vkCf(_Bkq3GMbW#px^!Lpe+GB}uLw zgWa1FGqahlR#rU+c8!b)eYZG;@)#E5{wu0gl%V?%-6Nv7iz)=~ZyG{>*Ba!sxn zOi>M@$u@{pbmkd(4vAxXW(LMX>r3oH*Q>%lTmxTbji>S`Lc5ZD0m!%T0?QjR?15kb z`%g_sVg4SW6XcW63TdXG6tz)xUg4rC9}q$Zr#Mtdf0Rq8!$}G-2+J#!H$i2zx2x#t z3H#95TUUO=T=P|T6bivU$9?}1R=rWipsm{qFQPbZA z=)?MCK1kv6WXs1bo&2jWqIxQTXxs~XKAdoSbmyE8Z}myl+3Q3=mE7#2BnxlKBg4z+ z&Zo^8{9<^9*t!o19(Z{^*=wv%UO|w~no>>)Ab@0~cS`_1PF!JdZkPS?lzC-E${BXiM*}*@2m%%8B>*>qGnSdVazq}DunpplO`hIb0*>FzfgP;fBWbzgfFa0H(kHiEOL*Qq4=GbE!}h? zvLDJcJ$X~Q{DK&DoTtRB`J&Sg&)-v*aOO^x`rJ~n{bD4;9A$SVQ#mK1osgJQ=To@= zG37qzfVJG5NZsI?Glq~N_q6O-f~d{k8Hdnp01=mq1fWE;vo7bjwu}U2p!R(S#|Vju zB?{V-D7vlGE4q+w)`w9&CC|Drg+8i(f$|YSr5k??)dT1LpwFXDGug7}De7tv}X!LQVB}cw?R}zHy&VOIXsIb&*i9 zw}6t!$OZ{>a&?;Xi`aJ`muNgS%EimB>{@mBW{o!O($aoz=Du4C0}aha40MNYBOD^E z7X1AD?$<}=WmwSQ={Mt0PL(U#K%?52JH^cd~oi-7^C@d{H-tS(5_gHM~-;VqAFsMe0hy_2yhEGqZP2*aK_F z2+pbHA4LzSA_LR81YK3w_!!2SN%ge~O&&KYbau#dxZpjk&vnD6qmvN)9N>r+arMj zJ+yrOh08A<(agbuCebf+^b$u@sr1Px%Ty^kWcx+ro4WicA%r>zyO-|Q$nvLsdN=TI z7JXTVz~aKiAStrtjUuY${U=!Gu$r< zP-kfY;Y*)zWy{+LSqPZu;6-ICm<`$1wqXTqN!FS)E)E0~wS?sg9{?(YoS zG**MyMy43ahOjL1IFrgC)Mo828!v~PXj{NwLiFV z_iN;Os>FlSKP8{u zr`!N6jI2|1fFHI5rpCm>DhUn(FqYKGg&3T31`O6i=CppwUA|6huQ6lPf+?mUO*S#6 z9rS5`JeTN%fnLri4h%%Ic!liy_Q|zeWNRhA1iz{Y4OA7z-fZ`V@4vXf)DlW#Od)5m z$9kX`ExBgy8g0v58TT+oJeR(AvGKS_>G44xS{6J!@9wB?JW9bp*NSEvrCjQim5O#v z=zKPz)GR9$S+Ky~-KNYXLJrq`!K5coTaIoSe$zGmK6}%%s%s@HG~Ch8$LjBz%YG3! z{ZRLWh%$j0@hi_>{tH?(Kp5zKf6H^ki*-|2^Qi8%7Up_% z(ChO};m3?%Y&?GT@Ta52n)sM02E=YgEFo+#P zydg@dr9ssqXJ-b%n&`{?b0&|ym6@;bW{3>IR0L<|GP&fFA)usVX1PMN_CYp(WR|$W zO#}K5Jg&J=9TuA;gx0DcD1av*JhGWwGzoZ5Pk=ASC$f=!;jwytvPtCZzH~!PQMjKx zsy_keeJWW}3@0a<4C=tWI&qw4h~^YM5?*P4Q<1tdO33#in=g4Tk=RtvPA##U(5ic!uQ+Gm-NB_4)dxxzu?l(w5^Yw`FJ7p4@_-7 zL-oY%BVY4gj=A(fZ)8u701NX|&j^iRx-RVT^xAan==TeKLNyvDA{;R$J9Z0o)djq= z#vYe$YvVd@a>ew;S!CYs1}Ugq3*h0Ykp3PKMGn4*chf~dNDF(oyw zhKrAMC59yc53mO73XERt)PPkT4Y6?G(5hS|Fperh5N#rSSJiCi{hN%KF}&JA(0q>h z{hc|bdiD?l^oi7*=mEl4F1WaMbWF(s%!ZlzB-K9wZJpL0;#*Sqw?sXFIv3%bt`JZk z18=^Nj>1KZP6vx-JQt&SY(A~;rI6+!mlPY~G0-u)AUD5n$j6H%ce2Yxlp|Qx*X#M0 zD!D}vRgZb{8hgfX`-eG2(D#wtZVm7G7yiIsYR{dK~lelF#42-v<)ePA{P| zyEe(bh&>s3{>D7ta>V_@QAphwW76#z)aY7bL4WZvkBP)&`V&@dO`F%N4_5 zjJkBP0t337`e#~va#zwJ>{`qM*zhRhvQ=Ll3w0LE)$Z5dE3@tV!{~q9J8|wQ`OjXap4qA6VER+x*uhWtpW39q zGitKOX|!%W_3XkA6Ldh*m!x7Cy~cee67|ckW)qvGjr_3Qi3p`i{c_&^3UkEwdMRde z8l+`_i%u6VWgmHwrRQh>I{j_q&CPwKm6g_f@Ib1V-RxYhF{Y@}Yq=vX)g$KB@bY8ijK!ge=@5I55g|aX>82B()=@GTqAT!nNzWy1iEcy_ z?O>N8(4y7+2|SvOfP(=Q-wXJ6ma~NToMp`FT(UfeP>)a<+u_{WaeV(}%F`O*TPEMX z20vdAM=Iz>Drr3jH_X=l)J5CF6m|#T+dK%*<8x<5A4K{E#hJqaJLrHAZoAz7W} ziAtNTc(HW5yKejoZ$ZBAps|G5(UR|nTY-#+Ca$OjIjhx0IdDttq#&QL;(H!8aj0oD zF%41q#RtFY27@)kw31z^Vib3JHizBg+o`<>*KM86S9uuGx>U?=&=uKzp>b`vUF0+=MkyJGVRwO&In2#~b$sf&6m_aB$Gdn# z=kVZSy~sUN$tO*J@K~prg32% zCynEuiO=%R`xYD-&rTRrEMptMRcTr;kI_y`DH3!@7WR_l4Wl9ee(ICpb0M4bj_4e# z4#90bK>CGe1QrM@3CW|525@auR1vO_p7R7x-zmAY%{A8Us-UHqW~!*&mI~*`6_i2V zi#EEmvJqy?1*dWeu68Ion=#wn)uM!g?2d4t9$Hb&{eB6jLJ&5nu;1)-Mwc`675Ez$ ztvqh-bClR?BeR35A=QI!7fq#CC0w~^6Z$|79oOwHb_9K_Nua#P#joWx@_GQ^Z*MLW zp^wpRkW`v$S#r}z_c|gF{ynMkLi9bA4-Y+!Oh2A!brUNe2S%wLj|c>WGi(kG8$G=b zTBj|mLit}1t%$ecPqsR0x6|v#mEy&mRNxVYjZKq*P(|r&@wb(_>?~gMf_f@v-22UC zD-1=8?)kM4I#omq8~%sq4fS=Zs5?L{gbH`oMNg6G(5^MU*b|hfR@Mlr8@6ul{*S`q z2_DN|%qG~Z|a<>QBY=|hUouxFcYPJrTJJv zeL|nnWxt}#Z(%QLaX|^3x%#nbWoYaDG=aDY7(N$2d*!FI2|s*Kni8qREgI_j+^p<( zoe3G${31Zg5=qV)UUd0n65@yV)xvwF)r#vklxjF@^Z}r*OX?yO={VayJ>pZ7kbovd zM*i*%;!N;bF@nY`ia7jZx+7U^N`3p(6H(IW9-H?k?M!M7)MGU z>6A0;`Cj5{lmI(d%0oV)-FUzv)c3|$kk@=peEPI`INDBG=@^;QM;uTO(hs2go z*y;GWYo&4Ev`fEUm*`~}h~tYNZhT&m77|^LPv^iWQC;6&DZk=o!~8%bWBQ9T#CgP% z1#QA#)XEMs}omud}4J^K&J(F}^ z{f1{XkqP_Mh}YS{hn|vT0Mpg^w`iP&Nl59gOOOnhvwoDL#Vi{rM7yeQXxtQ0N2|{21Ji zAV|kH_^uBcO}3k$@wb7t*N)dMqEVVtLUYL@qa9`07VLeA==V)zzy;6wZetk>bcB&! zzh=kkUgzNJZO&4sgv#

    _7JRMM|PjUyH$J+LrBXx1$G<0hq#ND_Z5Gid%YUF9n( z{#);gZb$kV!GOnaIN5NB63b>?AF?G>iO(kR!rbD8@F=L<9igI{YRNmrcI$8wq-JMa z_{$LEnU|QkL4$*rZ%9dj6Gv*V%55 zQVTs6`13PBHgbg_0s%+o$NwqMlkOT?+$_GvE%i=}QlwO4+4E5a7eL)A6W=nYoBp75 zu+=Wzgl4GFATfw_RFx5KiUSJH%H`?wL)-yV&rE_HvyD{wlqfTMLkAn>l@YU zJo0ZLN!D6pf!{T=a6-yYS6If<8h1^H4U|Lhye1M`$Cm?Ej&J>05Ckv8KRWdItpWp2JIU3nd((j@sU%IhL))4TO-L4|%yo)LYDo;&58<|R>SpB+6*k3gLfMln87HI}5l z6lq7~;OddJAAJsuYq%eFc*n``xSWC3Owi=vE!bi|p}i~QZNSY<9J{t;S*VPrM}KhwQ5 zyDvT^o-Cg##t&>pLN&k0FHmMG5M`b#U$aiN`-g6H2=PU#drd9I)9g3~>0cLSXbU<_ zyHv7t4V=PY#96v&-z22IaHoF`R2>)QZ(-l(6vSVpC?nd|QL9|vpA*B*j(PWcBItJT z>)gZ457+Rj{vS`}?kD$O<4~=QGC~58ilHp-jfn-5>w^RPH4MgqJL?6hI7x}@vbUGR z7F&*E4udu-=@Bu`Xe54spNll@fV;e$KYXWNykD!yb^lu*UL-qS?FY#p%27JiH`#rrR9+hL~sPt-n=wppP98Zo{K??2i0Gl(MQY?>rAyrK$^|B0lXn@g`d6Tiqw!bWe z>J4fZAsGtQtE~s{+Fkz?b)bG(;ksMc&E_qxOxiWtmk9Z4(IkS0tFc+cvkTn1&_a12 zA~o@NR|00Fl4sBuRsB9xvZ6b=z?|JUpeN*53uLuQ<3RjwUCvex6J4z$^Id!QWv=E= z|Fifiv5nCS_qOlS>b74G{QB~2T9@6gyzaHseJM+p2$m0G5MHDmgBAiS(J&)ab8sj-L@yq%6sSb-h(bbz|zYTg#> zyBCWbqJ*8bo%`{(L$W;05iu{eibd$+t=v)^ZVQNU71?U1BizA_?YQ!{W|dS0D%qi- zRE(7`G8aj#vHt{q&(5Hjgr|9TbQdl%vYD_~fckXl?Pm^QA*(Mwrn4+W>c|xdNta+Y zKl>&*X?W3zjs7XX<&I(7`AzMYW5n*qXJ?Nib+uAXGFi_D+)~V7qJE1vcre6rW^I-+ zB4qV80-jStuR!8Jt@&99b!CAI@mU?%p?Ud7z_I7iCJR76JP$&2887NDp8XJ0S(aQg zKuV7{3D5WB@dD&G@dB$-n!!F-cfX1cd1FLcpA)wTvpYouP5I08@O#H)Icy@mZ{op16P}Q*>va}YIu~WQ$w#j|{#gFm9gFQ>D-<(TtnX39?XB_wS*`*Wd zIg91i6tbqo^WUmTRc;p$BK5^OO`2AQZgZz|gVZJk#PYGN?zx8wV08bKf~@Q0ei2Xh z{w%7f18&3`MO`5&YT=HPv?1!vw5Uvz@l&~5hb?o)@>$t}Yr{8EcKB&St5DTp&?uQa zkVCw|lAsY&h=XR~36_{aaMcinIKNNEiLwY~L>kaxU`3lhbt^1e+yJgwk-1A1v4k1p z!V`68^lgqp{=H6;v*Z=-p9mxBDZ^B*Gon2GWc|@vV>&cj& zn9h-OXJ#E|vx9f1{F&*-&j&PPhy(Xm>noF^F6qPL!|MnBitDB`OoX5hy&vvA0kO?d zORZd>9#usn$gKQed9GWj{qDaqf1cNiKR2~KDIap1g#({(^5FbguQ&iMXB^qHr^`T9 zbyE1vhL~fKM#m5x5Z&{Ac6Y?!G07w)kSk8!pqAV4ZjMiitUI)AT+3zbTtPU5tPF^^a!Jzg3$*o1yPy0o}i zpW&O51a>tKF8a=%qmn?TJ%DNU3L?}@@{Tv({c*2B%Jm^{+MH6cGW~XXZ0kiByivtJ z(Yxh(R-TY7>09rM@kd>(ZeG9M3;%Q!ZgY(MBG%&=R^o59`kiZzcjHIxFCS%CSLH>C zYtGhbtX;n*#afp)C*;j4&deO|zquu=XQD!M-%_*=pvtdPZ(Sm{=qMt!Xesbmt|;`` z$s*f|_`CgElpUk18PyB#rOe#vET%V85kX@f7h(HUfLQAmW8}Rv7msJ%GX^TuqZHT0 z@*!z?>?;GItmlrs_a6F$_f(%Y_Nj6^U>4S|D*pS=im8YC|5huP{!qT-1NmVk68`9bCdE<>7k9{tM3bWZr1BD zmi8OKVnT1>w)6p5lMVC)ZSUhGUukGUV4zv`B6TaY6EADuI39{b zE~AzrZdwP|A8OM`yFnm9uQ!=ZUrVwNi<9zvNubfq#^ zYihXDswBFdP-9;f6d7%9YZ)?s)q=+v4#`@)?bkz2TDqDzSV`SI^6UD zRD7i@d0l2>X3u_OHsXnP1-Og}Dw~x>+<7IU?He&MA4h(^$(>jb*yZs}!uZoY{gmUm zxf>6SjkQ$~mHbkdmsrGO<&`Ri%AXVnymsF%&^xv1?NN(5-G7uU**h8e`C*u#0sUfg z0v~!jTLCx)kuOUTn>rnH3x5jVD7Ocz?MB4*x%NlVV^aNy(#0a9L=SdMBzApJ&H?*H z1gB(pn|R@-HsG0y+6RP_l(H)NM>DU<2xa&CjDZ$^ z#=BYEJA~l}Xnsvg&gX&%pOpcuPI zg?hBIMBc}wR0{f%f|`WxWf$b|t>XJxJh^hk%^E6FQku~xq35yOp+7rkrnzop|#zz3FvvQ z#!kx$lgtE$m`l%0luL8jSD{5U@;B3y9E&?QG84R%Et={ZOP)PG37Wped2k>5>abiG zFa``DZ1p}%kX4oIJ#S%qJu))#FH89PkAYj3-+omk^zzL7sugY+d4uSV0CUI*e>jr* zZ!ylArDI&_Zn@0o{vIUH>0;M|+$v%?KWCD>cfL`r9=1lDb2VGAbJO2P(`Q?@TP?fC zoT!br^|~qQF!a^3dTHwSbi3mnVb##7p(00^jQa6$e!!DF7Sr_Tn2)?wR76Ft>ah0J z?9^)+=Eg%eh9Fbaj>wbUwl9uR)vuFXLPqY%C|L6U_xZnrSI-m_*92qf2>;WB5+}>s z&!6rU|1Q!9dT@UB0G=2=(+d^;weCcP zY%gn1bML-8{KJVtz$l_x`CItK%K(AGWVTqsDZIfq(!52@n;nmbo7BcN`H zJ71($tw|z^X>5H&h_kOW&}H_r(JBd4Vqo&uzf%DFx~MqWpdG)N@9 z;=40-?EJixqS%qw((=|i0iUUMIAX<=oa<&2!BsHw;q(LSgIC=_Kl_JE&Teyd%B=QU zuWhv+yycYmum)23-~>6-L~^pvwZ^tFAM=kZ4V_bG-v0y|f$^_mV_RNQ5XIcK&#eT6qx~hkg)697!cWO;U>w8awSaNR)4=kZ8e*D&;>Tu=gfdrvLhaI zkYTvV=~!sN(K^cK?3`8u?0)$ApYoo1`ta7% zl7nsD!-MohgYWuLf6qSK2cQ3)n+R$-ktDx`m;x^SHz(^aGJ?b>~7u2tqkXzRsrq(8&nUA z;I(XiB+~JDb5k09J_ah!&XjlCFck$22!u_+IZ-4%@s>*FV&E%H2 zaX8$|IV$-HcXu`PzFp71(?3>!eH?hK-6rC!Q(J8?!{TGwg>J3zMD3*y5xEB9@9vab zbFI3nAA`t#kw+Hac4x9G+GjVWwr`q1r2i>(_fv$ME2W|kHkxcbRHY3Sl)$u-0EQyk zRmsG5JI@4KmF&mI_x4xSZ>Mav{D`^%BWQTUfO{6c?(grtXD67y^8+`&T3J&`+53+V zdYN8Pr`T!w&;K7%q8mD%YBLyfm<#OL-!_g0@G4XeH&z17lR^d6@mS`4RiRWKu?+vxoN4Rp7>5lH8j(vF(_eDea_>vQtD9<{h1v-RONpSx!_Jahl*ugnCA_Mm$ z-|=(HT~RrY>#yRv^2DvT-0Gv*Zr-(gfi3f6sleE{8hafX(!P07Gh8$wnqIJs6R58_ zQ#(RrjGEFMn~-xp-Q#Mi|Lr)OG(V=%XS?qw7G77u{0JNl&AR9}a)o^7iN!)*B-AX6 z#EPab{|pNe;^_aZ^h50(d=6%ad0E(wNr_88M2AlrLq_Y)iN)H-@?Sy z5v8a%xOgE%ZJ~7SxZ^SR9z4t*3)^}&qHDL_2jv_|nf!G1%h$ZfPA79Z#UygVWddlSc>_K+UF z$9Rs5fj+SZ=FGVQFO5FQ(S20HUu98s9_bSGoHm!gd?KFy+?+0Fznjk3wHB`c6KW=#4YgZaDp43O#6N+9sdj^8aSm+x(X;m z_Pg(NW*+KSxQZ^CttggKJ2m28>pO04$zNaG->Us`;wt{7qIVFrYN3m#_kL*Qr_MO# z_HW(2Ht4_int#20I{NR=N?SK0&EfoE_lFzdkq=~Lmso#GdEw(ht-C;jcFZzXIKt=#s#ew`)y408d(j;6% z7+3DJ&WMgr9WqyEUp?wy$XG|$vlff?h}C_*!JSZO-D66u_C)5OavZ?)Ot^a-8~|0< z{F#)76>um<^@M$n6$)|gOyIm7?z4M&Hpj*VZJD`-r#7Q=$Brq1)pk2awIcrGy?Vb#AHq60;RB?7yR?gjYml44-d7DXiYSdj zUvF1W-N8*<%>gM($+R^#GCvW`5Tt^0UyQkiIGUJf7I(P0-@FgnH_;NUv*qI&oDu2A zw)zS;pBg=|f1{n#2ZGbaN$1IsAg0`O+)va)5j?u;`81(J5afX-^69R4~5T1R{^xG{9VoGJ}ad;Zv zeDQY#>FLY@;8EaTYNF{IWcLRrMqX;)6eA5%%TMCVsNKF4n&Iu5K-_Fe>YD`tatvKv zAyCyN)cx-u&(B=ez4250_}aPJ&({{_fn%;03z|K}GtGqb=5*(rD|y)P;h|LO<~q$m zB6u5j0iVR!GqbEeH2sa}SXe3hMtA!i5B2~+O5oAj7mCRB8v-$FD@k zraRY4kc++kd#B>uEwvC@We=S;&^Tr6%j@SFyFi%bb9%K|fTm<iie%ZW$x05jgMLPp4wK`#QnMGfT{l00X$ykiDX?TH3*?MQ)z^y@xF zL(tH2InWsPuXnl86L)29T}c_{CU_s)1=RaVKgK9+yg_(SvFcDx$aUML4crlfx+1fO zLvBL)(yA>T@l6nx2ss2THbE!ue?o(3mw@v(nrw;*>dR5Xe4f8i><(f_m&O4?DUXEs~W@fV_r=d zHGz-x@WD{yzC{f4S9xJL3HY>;Ai) zmH@UuF2?XrA!kQN*ZUC6jXmNft>7Vj-&>p@=`QVC3WawhcUQa_r|aAki#_QNw?VNg z)TxRhZx-&vYjFw*wc9W@{T|5?C0aLlT}`^7qV(P|F@%&||FY<*b03D1h|UIF6vSMd zr?FbLSY#t^@ZfP!yguEtYv<`6)hpCeUC2tu?Tz;Vy?;I)++*7K3~YSA^1ygV_W*BM z6Zz`jx7&}4l0P#GB0<;3|GaR?Vl7p$p1sIqG5og{j?&NLnG_bQ^e&Zz6DPa<=E0!u zos-R4WbxM$>x$+Wr6vS6p+89)B~GSFO2T_9In$v;bq)W>(Ug|jMK=*DJJxGhj(X` zcfniQ6OPW!G#dPB3~e^*VZ`Cs5S2=7q%ux^*(Q?`K2XKdTq4)q{H8Kob{2ynUkts} zJ9U;#-HdqlIkgc3PUit&v>|8V$U0qWx*_QHtUqe}R2%vp8`}CscLbBM98oOh;9sMz zhAevE>^+Wqb?F0eYJBd@HALbg$LT?HxK6<7M?D(nmOO6O2<%{l^Ww=~^mNC$N3u(Z zQDL>;rwDbL%Nb@S$(gCnuLrxx3jzT`p|0jUT2%H~wj40l5JDfsD%V4qW0{zJ=fNO_ zrLm0QFsFom5xa7k?nssy9<6*9q1(4v8G8sA_Rx1Kno)(-)pL9%z9R!SM!*chm~An{ zHdhhjv)c)*#}EoDF5DKI&%~~FX04CRZNQp*Tg<@~3u&aSUy=%SsZ2D*<85^L0T(t* zs30str;bbPPGqct4<+A0mJiqrO1S`V$a-6gWO5n0D5u6A8Y9F3V1qsaZek28=E3-i z{k2j8LMMsQ?gHu=#4T=y%vfsmx+B|5!E!sm-~Vd5l#g0e@e$g{<8T zu{Cs%^SklyzfnJ*$?L3}LwiCWoAVF9=|dbS1y+&n!HA8BQK{3Y`81(}CX97$#HPu! ze(ezr5>Zzk33TfcU}?ETt>pn7evEybmL}wYaYnBwL&eh4oNHer7-R~fSLX!j5;U7nas>F-H@>u2c18)k?EEpHv$FLzg8JE@ zx9|4o3&*a1kq2v9fzO`FNb}+3XA^D=JupNwjjw7uElveRNV8Z>QkL%&E*9$@*S3X= z>7{y9Pj#tix=WSVXo;~X(0bK(jT(?YYb8eK_o4{e?q0?>^2@gvWi$NH^C>!BDe8wi zdW)XNsO)@}%U@H`&3uZ6{+oN|Gz&l}2bIelb zd}w}I%8IXOJ^}T;yx$)c%be?|`_ir#Bp+ceFyv6A(MhAC{9THD95uyZvo)WWo_I`7>jh9Xp9tiP*ls-(93c|2 zDD?F6@+C9}+&=IQNM2uD1rsU=86fiEhXA9Hwui2-`sN8E5Zfd_ZNx^!f4L9mhwDX| z)abw!L$V6KIK7JLOq8y2AULKltQ(hFt zbAeQN^_u&|W^?XzMuQTxLes+=$9l98#_5Dl#xc&gQsl)8B zuB-L&RQ$O6m))J=>3uAlXW*>cn5ebZ(KGI> zQY6Gepljj{EK9JV`aS&A!mR+{^Jo<|8j2s;DCSiM;n4G6ldTNNCiPApO?7KlUU*yX z{-60IxTvV0x=%mIji;h;RYxuoSxSFP+_M&pd&zuY+-XChLlY0H2Wh_}rPQoo)jJTHYeZ-{H1^}oM1UZtM_@z?)8@5tTr?FS(B-cBEm(JMo1$BuN<)i#VPa>z61nwN>NI69helX;Y{+vP)Gdt zE|v>C?#$Pvj&Hr)NEW_V%NfPJ9+H*|7W^mUb)Ee*tMVhPstXi+(DO60rp(XRcggWX zw0)HQy}O4e?W6am9j8T(wyXqsc2|fg6ne1w-DK`LsUvrda0Y&O!!*dcrN}?VaAs20 zEFg2Lqf&=1%R$x&IB2NSao!K;woFPMmG0^Px_Xo#*uDK+2G2PIX{N^{Byj+G(DkzN zUdET2M)qigI2iH8+ufx`VenO#6Vq+-+-L%TLp8w?DW8Q_H2qJdtY9856C!GE5 z8olc-^hh+2%zTdg>B!K(`wipC z_hw_qo;US^660K<)DLk$R%V%9$V8f92unc4yc0r=7JOFDV~xG^^e)&?6c)lxaY6&N zKx6&4Qq82C#`Z(R>|u1Za9)m>HcvpuvGq*wM8$}kb2AU`0EY=H5fCH41KdPy0PLPa z7XWpDQhL#ttS1C{dD{+VM8;cR(PV1UjA#=><)jNxenRb5-Ut#~*-Uojp!tu-(zImL zCD;qGFq09=K>}2&{_sf#V}U)p=>Gu*LHWM(^jVS_Y(PU1Ej9v{2)Ns#7sz15nj@Ap zK!cqqy{Pg?PotUbfJ78Cm_#o;fFe5@GD188@`WNaOl71Y2EY&kY1ZiFJ81v}glLF0 z66|z@^HHM?m);Po;IWVfX+lY68x}&?PckGL#MEIoO*9ft0>8BE^rD#AcmdqhFp`6S z7QA}we8J9CN-Zuy>;C)Zn{Te}q`Se$e4ufDb8&WJ_rk&HkyyG&28fuL7h5nd*pR0T z&JmLc#-gENq4hGWA7|9037i0jJ%O72r{z(1Q_>0AmOYD9+BhgI55l z*3+9JGO@G4bYnCGgQg55!Kg+)8Z&}`WR_QurNQOPmwl{sI(1Kx49@C)s3|evo#(BK zGuwZQxLiU1uyyC%+yee-vG|*9Ys*hVU326ou`Wbz*^a@KYRu5HM~GOWF|W**6=Ida zkcN;kSOh-(^iz0Vb81Y4Y04>nwI~352Rr<$8(>XfivS5SkTj3PlBTNANIMpB1CUUW zfrms>&_&;6G>v2unzAO5VLYO`X7&+8 zOukX}07OG8G4!$sk_6@<5MI$%A6Qk{VJ*D45pJcoQ6 zZrqTc*#J-b(@#IWnili@_aK*>nRbrA9uYYF{Z|FB(v>f}gN3XqQ>xQ)lbGIGTlC?YGQ+zLr&BEHomZ0#aj%2G3=+8kZrIv=e0roB@czkd*R5FETLn zf{p4);ENtRQF`VT)!eMcrV%?DB{~;8qGw+2lT6E)2#+LW05V#L0*DVJft14Ji2cYT zvo&W1O%Py6CNRGM;$U|WD>FqP3?PHK1Ct_nu2BSuH%dz3$pr8M7t5P*#3l=#d_&|n z=_KG~s!_0>d@L@%UZ1+A*-eZV$#ijtG?Gb6I2J=5iPCFqAfFbkAbZ3@HETrxOJcEz zfc@Huu8rGK*=0>|*n`rj7!rtABP16{U{#g;uNX*5cjz-A#XFzpU1X3#dIl4z1gw!HGnD}G4hp6exm z51_8Y_2$UE*xz`1)8hWC?3_4p!i&4xM(NH++ED!Qubskgxh1)O(b~sfd2Y+_2hKk9 zpFVvW((j+SZ*iFm@v+dv*(wk>sUnhkp>AqSv7|B`Vs6UJR2g1+n0J#aZzYDBU`DJ0 z%b~<5TVT+bT&tTR=>*2u6cgM1*VM~ljJ8p#u^2MxO*g&h&F@G60E6`yag}Vc0u7B) zkpyr#;~gwO%Mp@G8w5-;+Hn+;F<*W4m0t<^6X0*Y`R4P_KWER)n>We4cJ10T&pfl5 z1`=kE1N}TaM_`V?z9V2kt*$RWx3EGF)YJjZN>{|%5flgOT3ORnFvZ8H!lE1@P$)c7 z(dMNxAVULCKolZp1DFb<+J!|8QRs+*RB+TEg(y76hOkt@0PJz1K?9DSma>Ep?206qy7oRMu~{=pEC3#oe7x)-P+y(wkv&|=6wDyfrXsdLA(V z9E(wp`sz8P79+_ltbsLFq2z*|E|xQoVTBix`@>*D5HOe{_7{DxEEs?uY>2f0jN+qt zq=o%qkTFK|U>IzaEC^^6MG^`ipUX6a@fgQ#KANcI(9sG7Q#7BY3rTRyylM4+(953@-QQtf*8T*i%-Nv5t4TRk-=qVd5sd@$|BGZdM-;0 zl07m>(U5)-x0+DmqKhID0D3Y-#t^;CmPK51I`xsl6t7OYz>=9F?hr*g3CwV6f@d3~ zp&~;dvG4#GK=cTh2MM4N7lYa9kzsl=8O$(bdJQpTZf3JygE2IEz`%pow^c?e5L2hE z=R$yy%~^$5*kMdD)ke7t2ni4nj_ct=>cfj?0pWWIW4a;1#A2bv908&PU@T&iAF)S) zMMJMygA_f)@J+5qfPz32BPlY!V#``&FqL;mkvB>jQP_DWk;wEu%Dqf;P}jTE$O>0r zKUQ>%fBp5>{h0Z-t7dWJ_Gn+n+?p?3xZqCY3!sla7Nc7#`EH15q`Eqgzx>K7?i4Y2 zVf4rajz~WzWbyH+@z-kg4bDZ|S4ApHcoU%pN>?%LzDycki~=s6ctv0&WYd8@0I^Bb zD>y{40UkY3Y#@YKraHG*zKk|ahWN!nSG?N?WwG#*!D=-TL=hfLpa~*}r+TC2hyjpl z9cw)@!ze{d&$oV--|SgqyQkry1i z=#3JKm}`hNcxE?)rcbSKWp=MIzp};U*Twd^=bkeo%8Tafrxz)Jeh=(wEHV6Mcw=M3 zC2_Yv-I@3!M~-;2;o9!|uaDQf@ZUT-ckUd=dFPHV2prFNqxKY6ey?b3MqW{hlF1b` znJ?yIXl6%+F~w%b4C=uWQjbRPrHWbhsCW65iox>1B$`c+Xxe}XRO-!(h1?GSNRU@3 z^@JyX$izig`Jk_|p$ucjF@j4TnI<~sIWH2*32pFSFc|E z?QehUAHQ-72J?k$Uw-+eAs(IC{+pBe{=4s+%}h8)VDAVV{{E}xSlz0PX4NYZFx3{N zz{XDhYx%BLI4pL;+L{)CZ$5fa*rXidY4+v$V>9QEj1-OdAtoLg1;RG({bB zy>0Ud*4wj`CR{_Wn&wdtqZw6NJ*I+8jG8?ZJ7XA$h6-G2BNjBurXfg10$@~l<()cm zgaXD8f*x@pV>6&5H)+TqHGc6z4`zwRK?DhB9=+s{hNdB-9SN8RkKN8fI2M6LgAx~B z#uF>TdVX;VJ=O5&iKPyE4F&<@0ebWqNnINjb-d8?*DmAm0Kh^W7D5<6CVK3SG4xVb zG)QwsGP7g~6dEQWW(im$Ib*M^3H+D3zta4H0lsDcBD02c%F{Dt8@W9X#?&yX$;6q@f`MJ30E43OF-J(;MX`Yo$su z;XOvbJcms`FT@DLBtvXNg9{6rtq3rgC=sBv`GSQ787?eT!{{NUpO`SxkE|TM-0z&Y zPM$ou{y^nC<7n#G?}+ZefByV=UyYsFh$2=KRg=gg+J%TBts!`$;A{Zo9XuMAa|8kR zIT9B~i1LWV5JxnRX!uKl(Nx1b6~Kt38TaT4pl5?wj>i1LplMPB#G^23kQ!-vsxv?g z*`|pSmm!;UJzjXkXqKGQ4>s7(V1_Z3JIv5M z0MH20VkEh?G;zB2!o&0k4!K3O>;JEk@jdt1Owq19D+8=5An2Pu9`O#6D5Gcv77POx zF%2g9D9sd1&N4;-MFUb;i1L`6yhcE#fMCZ(qbBkw1Eh)}V$l@#rqvax1Tza5O*(rt z0?{Xs3aP?(GY&9HH39|1HUWdnoJu66$<0?ab7*&%cdEC1{K2LbP0jT!Q9nl*uxL-l$kHz-Yt>Y90Xu z0yF~s9>dQnMkrPR7eiMhQ-G4G5}?T{@@b*Ys5w<}ibyl5aG$6WX@?f2^5atNa`0w0ZxG7BU?R%ZZQ;Hfw5imeGX zv)Z`fy8g=LA_w!nEHGu!Ou>6;7Cegbc{bP?k zcIM0(pL)3?dOrU8k%QmTxC_HuGH$+p2i}kWZAL0>2`_ri3^p1Ip{bX&GQqrvu-?>^ z`PENzZ8l5J3WyYyuBOJkgUb+%rpf%u3UcJ3W?tk>=^+Q2{ndO9Hbhz}1fUUyNu>cy zYtSPg+sYqg^oB7?wH!ka;F^pr>lnss)kZIEI4+BP^Znx=|M=%W|M|bCcJt=V>({UQ zm4%gS%M-)Z>7MVudtYg0ia7%Nj=C`~WQcsWHEEySYHgL9uuK>k8f#MG=p2~UU~l8Rz( zly;9c9WZId4Lz5$nOKqGsl!{7i!x+dm?VZ^NQ{V!r!#}|hFCd+fm2Na_8g~gP|QUfI0ws*l9G^^x`SJ`DhZw6EU&ury9OSEF@SDW?`7rkrRIO zfHe)*Fkk>FTEk_CUSymlft?KIl$Z#YM@Wr84KWyf=?BO!fO$k92;dT!*IIWpWF=S` zg+?Q)c@#Z>-l+TslVh4Z7T$=>CM^W&n=*a5fxukQf?n{gR%xK-C|MS@19>$Bo*7n+ z*^vp|Xsn&Cz^*NpzniR&S-!Nco=9&C`*Tj$C>KDlk6Z*?3S5Hh2x;8h+$7eGiE6qi zr4FpIf$vP^Q4!!T&0tg0O}6yIb>+&H zZsiucc`HNEbk3zXmU8pM3I(=wXB*1TPjaI{{2$7)Id&GX^E$EC<7D)M^P0_u-VZ>Tg<1)Uv4^5&a}b+B&TfjX2z)5H18(bS^(6{ zmx&{RBJ%CmRvZ}8n!<}wc9jDpbcr@Pm-t;-u7;p(ad)ZApg30&lxi5MUG*EC?Lh z6%Ebi;y|m{&^MYWFll;)2qPp$7=W^a9*{}!M4=&;BF3mrXh>Gmx_QCFsIDwWtg`XK zBO&yXpeKQ~Fv=YmCb4>YJt}b;8j5U%b^$+@Q{_~C_7I|RIWCq1U@Db*G&#rycs)g2 zPzhCR@|mP3+$b}cXH=ZY=`32YMFStb;IOT^KuPMlU%m_Xx(DJp^KhG=wXAXwL;EIT|@I*a5}g;ejQHV+SMfNQ)tDOcUQl zI7aG77BTh|UXO<83ZElJQECLT%_HHt59S(=jFMAGn|cxi8PdE2li(R*6j6=uqbz(w^(|e&2n!{EgzY#X7_Il_ocF2_Say}449y!Y|G)cfxhPd0ZoTq4S9 zMl~9v%uSAyAS`m20gNG2AF(_aa5;vC*pSSa?E10v4Lgm(M>CL7uIU+URFsINg0&u- zuQgnTSW62^0Hp;7OwJ1Om}dPhKLG)1Q4jNu~s~}!x-W6``Fb3yz8EL@)sG)QCe{&7_sycVrj61 zc8!n75Xb?s5fvkluwIH#(7Rdp=3%-0%A)9)=>Swg2 zjhLOZz{?-`Ty8L%5J;+p(WAU#9+%ZmQ8gnPm}FmmO^s_HjjqG)!t%je5r2>(qa48e zyW+m69zA+=HBfgTEU}sT^Pm6RN6BvPjF;p-{yy-)1HKEp6kAsA{-#Mn3a`7KxfT{d zwroXP0F@5;FK&RAwrmkk(H2QV0P#2J9-BTB>cuY%z@B1qOVLtAGC&%_W%jKU5~8dfBYtpoeE0EnxNoRJ@Fb0b7QM$w5z% zL_!ZQ2mI(=FvUtzegFOU?!SNf)1UtEhd;OrU%!6cs`o=^i_Ue}TZPq35b(Xv^fSdA zfjI*Ei+}~Sy1t(JtN#Aix>l*G3;{3}zOAHs0)SUW^a_+}pnNGHMim6a)fPwv0hx-S zdg#$8ED90f2}v?~yAtB)ZA{e}MFtFsp!%avHED{Wy

    jH>uCIBzGC=@G5j9*HfyI z&o-mgF6;iT`#*m{KC4oK4GIo+Vm2HNwvze!wQ6>Qp ztEkAdBsdbVlNbXkYo~37wmMB0m zVMtF*8(}6uMm{+}#V9L`qRY1A+is{3Xno2aMSRGZJTdjQIg^X9#;nyIt{}iMBqt&b zHZ(?E5gAe=N3Q9T)pLeqw$wqo@)F9CLUdQC0J0h!6o!a3+H*2KN%7ireI0( zhYws$QO_%*ph7D;{yX6|S!Pp2v<#K%vVo&f$CS5{KoTZNGFFixPejB@sYT9*S#Mfn zoGB;x)bT0unM|`*ig3UJkogUn8lV(@S+&;c) zd0zGHQu8xor(hqyo__jizdCmN=>PPm>EAkb5ZJeGpIw!hUtIXdj_fk-cW6$&ZZ0{2 zFN9{?rPBdJLK8^KSfnx_d=UwOV_CWKr{tKiuE|{}C<=oL8L3q>c&D z5!D3w&g-wR&5pMdo(jkmCP_3uAq#|Eji2sZm#r28Ehs&TuNoH(A<~mxE&5?#MeezsMG&_>%5@G7if;qL=%vYI)`4jdWq_QMuz#t}F-Z{ECp`?l}Do12^Jn12OJEOtG#7sbo> z-+Md9EK*Ab9wY-hKmWSTyX6%Mt+JpLC>QnxRnEPyu&4}fc9j9Y{Y8b*@YMteYL`YG zZ8z~8LRihD1$Ojg@M#f%OxSj#%;G4Iz@c$TUD9X)dSbUQdL@|ao(C9QaA*%4>~QNS_DkQ8{P z;q=I%C%`%ZMoF?#T1sg-p{0dDn3yI;fDq8KgusyjGomj*>P-+1&zTS)>#RtNMTHN! z7*j8AJZDH0x!OjVljK=s+NI|rlD3;tL`66}!7N>5Gg7R$ON!TL+Nr@Up;dhz5Ou_`%j6e_w8614piDi@_qxc-)jLfvC z;3GWR`C*=K5Po;(b-gXs*Q=hdJlJ>_?UBZxD0&(s#%)OxAU}C4!&!tc`Ff3G`5>8? zX!3c&E0<(=B6dtq*9cx|#OR8*^}vvZCO{<|mn6}Gq8{I+CdteJA%JiC_y$dn6HUyF z7&4Ff#sP}7NU{#U8H9i@w=?#gpA+C{oW~~&1Ob__&;ZIU1j)hVJYCE}gHIQ&q4CWZ zsMaBQcBPkYAy6mJTP9#mhVR~M1V$eCfYu-o&@;*(9GCTz<`!+zoDcrSK~V>eaA`qq zp>&7MkXdNaB6uz|>J+u%5Bxdk>6fLL!XbmOctpolNi&2mhnjT@x# z$RR6+Fqy_dJFTdz%7RM`CS>b`15HG82a{KzFwt=MAP_Gk{W!;=!->p!#NFW@;jKmh zO@=TNO0@mU=HkY2KJrxW*g{wHGYMZdf%ux~JMY1R2R+R?1!#U9YD@K9&*9gXU#Dhg z0ViLFT*m=`wk@~6WxzMK6be2FkpCR!hM-C#f{cc*Sw(IW(HWJQ92OlW$!i5Ek`lO%C-`q){_pj6#M6iWn`f=9|ZICK|$*tN1+ZPM@8fb|@g` zOB1^igkwE)`{-T5v>VDf8q^f(ym-2K;b59O0Rm|fd4-v+BH}zP{)^OF;(TuK6As@D z(alwMU25jH@31PK{F@Gv)Pu?#_q5iqbfMvB9EM;)wpysSN#S^?K$~dsnq~9uVZbL~ z=U=PH&)_Wys|fM_`|mp{dM98lSuIx1o;`d1HGc)|Y-_*pg47?gdq?Ues>RQ9hhH0t zgYei*Y$fgvH;b(L@@rb{ai%yzawJo47A!V1qPM_WKYFuZRH})YM+?tXnh`T=-d$EV zFs)L$X2BY8iLgjajm6MJn-oT&nIjGmCT7vLJX-KhmyAZ!h2N61q~W`?9tiL-KKB^n zOtu)}8$h>J)oEHB^Mg&86v^dcWWyY?qzqknxGn}A*zQGWC&9;ilYLM z*V|%L24XIi3qv-J3XX>aifxhVm||E}iHWWpxnz_W5G9V$wk=FsRW5--8{zBTUR2X8;W%w$gM%^U=l7(iwSNt{BMZ|yjkZs55@;t{x z2UeXVMgaJ1aQYg;Nw6fTRNnPQ+b>|c%%8M4z-NjC4DrhI5=^FX;a zG!fAVg&j>rFD}jpD{riibE{?_`OzxRk4!~g%6eo=i4+%8Oh=vfF3}`?o zN*BABnZPmB+~H{4NH@2eh(flPnI@5P2B#tE5|RCsw@ofZYk>cR`KjR)op@Q#XX^4m zg<`Edr)U)67kb|Idj=quWCvC9B89_M;KJb#f`>vtKqlF@mG*i=h7haI z!*n@}51FJ$`HYq&Gv$%n6nG@F=X&&V+V!B~|6Ac(mF?9R;r>^Z9@~hOWPt2ifq7ff zILU`H0KCAs!!c2C+iD~%$p~mRbbPHRXJQ^m_{`g4Av{gwd^75E9)T|$2ylQP zat3XPx)=?SWZlBh=rSa5$cE6g^vnr|tCFMtpZOoQHN;7cqS&e6fYL+G9~SdJ$4C-@ z-28%t#uGi4#FaS$6!m5bEC*PJpb?fLVsr`6B1zp)(M5L|GEPi=uzD?-=&gDQ8AIe* z)Pv>!;BQ4pLe2cj4>3__);YSR3r8$4lN_mFmzEf1jAVR-?8yds1RUWD3XKC94M%SV ztx0c+dKVgBC4uRFBrLIXt*EAhKSc!Gd^P(xtdGTD>N}NyCC?=e0A!aK!X2vG=si5U z9o)s_-O-v)nWs;mb`bWa$bE$N@b6Qy-q&Qm0(BgAmT@#N>i_oQq(jRI+Jml7fe7~? zaEAi^uqZ!zS!LQH=TE%}DiH4Fq%g%RBAJnDOqZYtXmDCZmN6L#kt-@_V(4Z^uer2D z)e6EcrB1<-$?iv&6wQ$w!YRWfG0|*MA!!IR4%7HtGSRf;P;{EavMvyQ3bO@c`g#N4 zU??Y&S=oUPSt=l~UJV4ugplE|Xwn&Cj+3PYEu6xa!nSO9heOTzbGi^szF=%bIE zf2|W=fjxtHh2o!+@^4A?D}vP{&;JYUB;F@oU!@&y`Q|;3b$;~dQEyPS-v8J;Rvq@E z2wRC@-8FLSCXx{0ONA_HX38><9C?;uIW%i}OvxnR265j>AOUH&mW)civ#M2r(APj& z6_$s2F&!30OC6u09-5VA`UqG&nx*BAAnbtY9gYL0*<_b6Lsm5e9O@(iHtz^af|iJI zEGo^i;UO)~K&IuAI$PpGkg*Pn3xZ4Pf~~x`BRE!cwxRF7`|hWoe)7*>`2>9J+O;cJ zuIQbG{VlN94yy~mQu(c?_=UG*V9CIPWWWuzdVjre|G$5B7rU2j+~a0<`ztB#dQ4SF zPez?lC8|q?G{wZI`c?@-kG%$hT2c8@YE+ffD;fX^XyK@epj;ADT9q2+*utT!;w zh(ea6&ZV9q$YeO9H_8piOwT#q@ybt0<0O22&J)()a14$nMjZPxCO4Xhc2Z1E7Ndv^ zv6xW;IFNap4*9Y;jp*ycI}%y%ceP zAxv}@xhG7ak>?vR$lO5VkcY_=jS9O6ifD%5qgltN0t!do;FmF@A>fdQtl&%fL()BUZvF)||9u1mq9F8mF9i5D zI7WG5$u*T$AU`qVmq{EejaQN^V*6@`!r1TmbfTOkZ_hN39&b4*%9CnzQe(4uQdb15Mj zVFHFQs{>5PjA?R$qb>^ZGKA1XmzX+9z@>F1KuptW-c7XJws`O@9=`;z2D})zHu?(e zYpGONKSz!nalmx`?bNyYNcK;oAAR)BA0Ru@`dyGqr(l2ZYp3v<)EgczcKqgnwi~ z!UzIp%FKpO-RwZdXE)knm}h(1K_D<>IU(2ut_R+>#RN?2hYUd8#-R?1Q42sr1P(9` zoE9gvBwdP{ClGL40@NTAZn0Ute(-$j)-6ZiZ@&4)v6ol8#xauQse=Np$V5|t#sm(3Ms-EBuMxA^ z0pTY}4S4Y?R+x}kDeCx4v}xKAY>O@l5TjdAT&*%QT4+W&DQ^fpCgc=Zsn~W&F>^d5 z91j2aNz4#=2qj0PGJ}I}G<>d#$R(LL;ba%nXgM$To<=|c!MEcR03r&hz@)CHXyYIt z_7pKCgrQs_CPqn)5DpwF(n2K}LB#})pCK_8JEO!rp6S7|Lfw!{4J;-te5UOwXap^M z(Xr0GK)B&jP=;)Rm;`vs78<6<8|vi;h(;JP>zGtr3YiL@5gvYI#)A`Gqx?ZIM}QW( zEHTHfyfty4G*GPsdEgk&ZIQnDq9G74iD)ul(KrQVYR~|=$_KEX9}r}$J$4Z?$t%Cf z^tk06{u^(+;VkU=(<51r<@{%butOa8T=Iv*kolv>fd*L;i18egKSBd;q0-_TCPGi0 z3;~WI8ftc2mI0R<|6yj4B5=JJdn|zy0xe?racGqmm*lCl#SP)(5Tiw24*5?~lP+mN z7$RU)#yG$t0ss8Y>(#FX*Ds(*n|r6QIRJ$Z`nBr3p2p@f=hj zE(6yy^sAOXm}7JhImzz!ZHNIub5e@*?kSFKqiat6DTi-5&MfW%=Nd=3?)q+!G6_~z zaY_RBgobHUj|nH!_$-=bmQvm1xUbq z(&Ag5^NSSm(BIcP{Gw}woqrwSo%q~eUW&qD06}F%?S!9^wfOyFmVpOv>(&dtd-(rBkF{@qjE6a3o08+^!>zWu1Ap~B2 ze8V+6#DLV3DS?szQ-i7f^{>-EWoFq39Kn`J7cyFs{Sv^Mu_QF_Pd@&5`d6_0_*v^L zdHC?*f1m#$W&d*c>XGN4L+{$P%MY;q0Wa&0y?!0!Qt$tW=U=trn`5v4Bi_lAC%xzC zuetp#@bHbIZ^2>|sdz1QPh2t}IdaufmvGIDNT6kD;^foHL6|k^H64HyH1!Q3NMaIeLno|d zu3IAnw1_kyVx+<}LTFZ(^#G73JhVQdW^`k*pYofIXd zK)IlfhK5f-Q*H36&?Tc`5>uDv@rhP#j4DA!U6QXTAruo#MHnU-y;{daXu!!UGMH)_ z-*9ZH?VH3jm7I(~hBIUUl4p?#G6JEZheIqY2m%a|M*x8@F1k6X=bO-IM)H$@Qg~GR~jfewBz_L;L%Z&0qP<$8d@=; zZ7~2rX(JGl8ra12<(7L~0#1VdBq0J6f+0`ZJ}UW9vBkz)y3$M0 zM>LBNK3KB`nMFQGyYD7WOs2phlxIV%xGV$G&Sy~ga5O92C4Zo4)*enTDkJnxG0X|S zKiqS_aKQcI-Z^vTjKAyDJo!7(`10#e<529Rbh%_s6$B?% z$oRBar>;>aFLgNpq{&5eV-hANy^z~CODW%Y$TZAuhdfcqWz2DJ^^qR^+;h))fk2)u z@;uB0D`wLre6*fLE}2J6nDR4wI{mRmw~tF=hE!mCw_HiAFnbGO;zVs!0|>2*xfHcS z2ZGOFjS7~onkgs~q;XGcT^WrpY3?IOyyk*YrqxD9EhNhZ-)cc<-kew@-ji4-QlSDP zd^SCL^r-Wr6Q%$4a9@GF`T13r{y~>dJn@8&&hBxi-G7_gpa1-4_nqd|gyzey+h60S zjl-Ag&hLIi#3hQ}ruv%iwW=^BTq?ScOsEWKR=8~FB~A9MPcx{OZM|&cqs^dRhV>HV zxb4PA%W%_bW-Sa;Z;|w7xP{T30tXtt%Q0o9wH0M_Y>4KaMNl9KF5ewa1wIB&I#8r}Lf$NKfm`n0nYsRgSj1^^h`hmFsdM2nKfWs`Y2*M?k z1H&J>5aRGe!)a3>&vTb80AA5@Nti%r|n!(kT)f_p3?x^Y<4z!HN)5kZ)M27zOU31yxvKE$a+&~>SRmKT;{%@e*OFyHh}xZLwa&%w$UOb2178x6;$y9_~q3N&|_xR_vzb=3ez zqC|n_BtB0N{IpQ@7Q;w2-PQ&)ZYYWFUtbSdksr-CWVj@k3g#pbh!8r| zJFjtx2`WqzBkvN39&K7RGae2ZjX6GRDLOy0YZA$nTPmi;C`qA7n(E=7QCfYZM>~0` zCuP3s0mofN5n(EuIB4dMT|;_I<&mpRw;@(AHCm2N-k(G z8MDv~m2+_!;wT#=JpIDKvJrvm~)O#KQiquk+5KVHd7QN*vGjdYqrL=jJ zUTM@!oJlkn_(od*6y1Fi+p?^508G-{;h@b+T9%4gBW!Iz##EVGht`i3Vw8;eYK5>u z9gW}vdBOxVG-0*~17yfXjLCmY!uTyVQ|!KLwHUP~nKnd=n5acTCPlp=9LYgcj;Oe6 z9De=y`P*;5{r>y!eFeUG^QQOPmo8nhvzUw3dACTmc#vP%O9qw<+;;}tP^1B8}3H(-*_TMkgi z36m9)M&WR>(yGKM?xk@ZnHlG|w4D*cZx1AS^P0lYAkw zqW%{(C!JFu%PmPv4KhO>y;A2opg! zMNt?vQ+$&j$Q}SZiZFx&ggQR!bj8jDMOG-vmwf)s+g*lY|4`7HrSO z^mv9Z3FNs)SVQYm$qGLUjcLLfEn-}<4@TGuX_+h>;H+!#1?XXbMY<%xl1YUCd{JwX ztVxTBc4;o8*QM!@SSyp;CWQ$B0)aqG4_~jzEd)>9{tC?Z0>6>-%;pB+xzHG*Wu0(d zek2fqPtg?XxtGJOB^+7hDq%AyUN{;)PfD6g86dzb9G-i=GOcic(`D4di6K7A06s!% z#_@3g>Vc4iCMelXML2vGwV_lDAutn0@FD-z?4-zpJC=zE61e_5R-hm%?@E4y}2`rNsK&2y+>tU5r$?iJWE@shGfYo z98A+eMMTu$AT*dYuv#<_L(~x*Mt6_M7>6~62wMPTWYr~bw*zww;a5)(yi&EQjS?~) zY5w*%caVbSNaZZ!zUVA0SIz=@94odv&f&=6Boj&#sMWjspg^PTyy&LX|ZsF zVv@udrASx>;6n*S$RV*708E)-HzzU4H-w{7krWyn7B#N|oT2=zef5z8?Ng&OpbRrA z^BPz^5K(YjJwfxTcTHRpAVZ3PUXv>_egU2Xw5)9hH}7rQ#I18p+TlnMF}}G^NzxrP z6Ec1dgC*Qz6Di*`!3qSEdore%F;kdms8fA9N*vnVVX*g6A$$obdp?0#4DG}XXuu3@SG zdUOvGM&0{*eC1-2zWXVtiRuCf41DZ^1Z$dg1vAkf|f5XTNqU8x}kP_1K&JdQf1 z6l206gGr`+O7+7GnIst;fC^?tv+Ie)7RH4AE4~t^wV{Kmroq91kHb%df>vdQQw?vZ zkjXQ|E-?ZeHp)XL#7@3?tAz4j6tvoE^#Wvq3VA(sP&}u|2grnZSO)NMSYZpTFA4

    9QpoG6R{zE?4IsGfQ5oO$0IO#eyybms&10>QZum&m&Wp zBMqSp=BinV!Pl$K57}DG+;@w7*+iqK#A)LcG-^8Ku(Gbvt(RzykztDtC zQDcaVp(IOADl$ooZ!Jy&so)R*j_9T!K$5OB!Y657T%vPHq@hU^j)gQ3h-Ia0m?KV_ zo&3kN2IQ8!`vRXugoS5eyEKH>cl=b5$ZH4>{3?~oCRdiIqk-eV*|TTuAZP**Krtr? z+=C`S{xB*cmzc>AC>Dw0eCvvbA|)mdO$U6Z5@#8AqK|ZRX#tcCYZ4lQiUn!yHAk&m z$%Ip@8YuftH2gP2mkFjRy3~_o9a`$#Mw4NSMY$p@Cjjn15x@9ik#iYlz4fmy88wvu z^5fj+$KeioJ^?%2`HAoT{rjD^e8qMi$Sat7m)u~EnDtQL zg2FK>;j(1P!oe@$rG*SY97VEojc{_6Ee!$z&X{6+Ek%xr*EHd93;|#MjSAK!c>)^3 zWQiK>gs6P+#~tULi8mzTtvOfv3hW)PBsc~C=>-(~tJN7#BI%50g>)2}woV%TQy_)c;*LwqV)Gx0PKJ}V4bLW=^e72;Wd98Uj zg1{|uNfs5PtwzlYVSHj157j9%chG-#Gzl9(DCS&|k*__QDtj-&2ZbKBh9{QUFJ^OjI62Ra&NTlrNGM;Doc!ppqCI&O+AnsqJjeu zO}M;C2uYVc5&(2*hztkpMA>DLGe#3o;f-=e5?HVCM6Mh&g{(n_!<@wCwg3ey6~J?Y zw>)QsF0o9*1kQxUoC&foaK2F~f=0gC)RWhMLu1hpZ&|nTkpx9ofQYt8rip35OA9eR z5YTLG%#jonSon}3=s8gM5M)Cu5StplMv)dVGeriPUKAZ&2>`*-&Hc!lcC+ zEqs89k!eymK$t(mRC8MSGVd7`M`j2JIhWv&%x<&KVVDpIG`Xfm!;xFD@Vu1D1_D%J za@(a*o-jeTEb$W{F{2s;bbSQ6O9&BEX5R0209k>P3L;yk2Co_m zvRg9iIGnW12#{}Ha9Z#sT;?HAH=!CuOOB$Z*0}*SsYWxZ^q~=CtaFR71FvlYN3SWN zR*|~x-f>S^NDc7~re5QKC`1Q*O4j@lQ!?FI&dZj!Y!_x_P$~-3GSkRgtMK*kKm71R zM<+DLEHhaWns@;ccA#K4a}sV;2AU~M`7iC5a?V^UlWu7#OD;*Wizu0p%K)G8MbtUS zC^ux11Kni>!fr-oqq~^T4t*bd@PR{LUq5|Dls#F60G~SR95Y8{%nZT@rPnwkGbH(} zhmXmbd2pI>lAwrL6)y1wRS1L)>9uU(bG19Mr9vH=Fby%GZ>@5PiiBvGR3yQ);%iJW zCroR}{F)|5UF(E^IdW`t={PJ{KN#>{S2oaon60w;A#tBsojM&qJ(W5CzVy;d{`WV| zs(v5ti|qp+gdczWabJ7=!r6CrfX=*5*3UinoWJw+^5oE=L;mjAXJ2+-pPR3}n)A5X z@dv-=%V%^>I{*4%gAi)svd+!EvT2%n&m(D4r^!!gLCA~=)ytkt%8vw^6nSoD<==Fm z37dVio7X7$#G265(Ha@O(PZp{mIN(^G=R*tIL!s4B&`I5Au80pc_w4Z;2>Hj7H}&E z2;t_=8Zas-GtP7T?r1Uvg&+VE!H`uUGjOQr<-sk6ZjsQ%v^>BH_QxN8^!sPcL3m?h z!x30>ApY#L&#qp*`tr*!uWq;&#tt9&7xg6rO9n;;{*d#pJG!#pZsqQ-4EFG#{t!^~ z+A&oRHAj_D0SMUj=pyV9o&oF;YK|JEo)A+vG{P{|M!h2A5~g~>ic!Lf5)=4JiXpbr z4WA5-o;r>yL|&y*>r_HaE`e3bDsFVSN|GnE^ki5e1}8%}Y`Nry`U#VD;bRg5g^!~q z3xqI92q6nj^xr#u5@8$+o8uh!taxlo0q_4<{3{nh6{hG2sw{ zKo?fq49@$ zd%BL4|C&>O3l zEk%B^q5&i?3g$4IKD36`3rEP%h)pv+pTVsbLyS^1Wc`R`j&)kt`3X5#nFocLKt10O zENUf+0GhhqP&lh9+t7qlNd{n;_zi8P%MEv^sYf&ydebc&{nN0`>S@O2BB#gKrSf2q}VK2zX3diP2@nD8~%(R?nZ%^p*h`@^BEf z{4q87XkJ+f6omsP)9wi2WAY!Yrce{JLfk0`KI0J6FdcT3Yqtpm(UC_0x6Cw70*6e? z>?0%rEi_9A0$b$y!+Da1-1|c2q{c&|>ad<^R#-#}5L(Tdx9rIhx|@+9mvRLYvRG(^ z4^zX`xFJ!3kwFvAZZBAu3lX1BJ|KSIVr}bQV1qd?M0LymmX|1855(Q2bef7Ivjy*@hYu? zlEy`syVtk2>Tp-zyB_lZ@y1G^^|YE4!oK#?;iOyCtu%u zj~zSav#*0NTh6~nk52!4Uq5^146i=^_+yTF4sjOtz5?Gtn9m)A1!6S{T#EE)liPXU zf{`LqCZ+NtQSvOA)d5K(k8he3WVvn8nnYsF5p}ab(ULQRWI$;^%q-@V{rS&o(1cqX z2@~TIE2hBN+}fiBjf^(tj=D>;?>50CQ;)zmYNF`^aYtD5dU0U_=e#y_3A?1o|HMQg zST{9}QA~u!L!P)_EDTIe`p2LB^4a;QQ}_q8nmU7=Gna8ygXn|%S%#;p#JQBRZ(S_*=ueztL_ zkQ!Z8MS)TwRS%L>pkY>X(1?nX+G12AiJw2LFk0(rp+g4`fg2@8U4z37CWtAaRMK^c zNmvoafvi`P$qUe^T9-ibpg0gdKt+`bNl_3cW0e1@y;1eKhX=9SKHx}>2XZ^0Ux?ZA z>^O!51<=El2X(urOUZ%54K-E>N->(-yu#OO%w-zEB6FDBBSs62gXSARmmIK*F-I#E zqui4U&wEA@Jd_6;gr1_yHk9yrRsJcW*^(TAlPoPpfurGbTTo#28m3V$Ni|rb8Y|($ zamh)e5M;?ig@*?VMh=@1Ng%*(9yUi{Egp?aMtLstZIrDd0UE{Or?tTWIEKjg(3N7s z)cFIM8%2sBz+oODc#;)vxNMI2qu~dLV2c|Lwi$9sQBEv=QzJk!8pl|);{%^!`1{{& zj``0?o}hD}rvm28pttmXwC4FrW~jsAo&fWKidJ%Xh$g@>y{t;9cOX_8|D}SMFbzq* zg(2sjm!5p`N#7LwX_&`3L!4)qhf?h+G;qw!allaPq}1W#03^vPT9!vSbV&x9Y@qcN zMZqOEh0v@M7Kc0!$#cF`Q!$!doPfQOJQ4#gMokoMD-U~q;qhs;BSYzu^9jg!A>@_@s7wpq>&T|8Nxv7r6Mt-ZV=DXIKTyB;Zc;g?oFfCDjb(#LU1EfXOSV8_;mS0 zI2k^(DBED^5-U;!i<%*l#Eb&eqsu2n4v3L6+sw)<0e4*UOJR_ShqjJmUFnn?tdKGhK=>{V}P3%MR?@Z@=xQ&Ym%x zf8TubO~>9h=GLX7E@vFZRYfI{hiKPbO{$X_OfmK(v^p z0xjFE;Z`*n9JG~YHl^JXjpI_1>FUjwNwMlMO_o`+mZmwLUqKj(ZgNc%4iGE68xsO~ zb`jnPu>uD&C}QT3A_7y7Hl*R>K;tBJJ#`V~4@rRRl3|Y9XdLPY!dj6E+?sJ|Xl74^ z1*bBiw|E?N9e(xxl(=zs zBU~CnC<2PVn(3!Lo*dLA6+j&$pdnmVWb79`DtORUUFFC|tr}A^|cAmmVPB^n`H~Qo5RI2~)#2 zio+17iW^CQ8n1v87LLX!|5?#fAw~lEhr9|AsX2Vln~NB|;Qv zrin>leDe9J&vdC40x@*SnIZ2S-ud8?ygU~Ow{dJ+E)jWUo$!?@LB>9kt0e8P zwh}nph=3q<#5h2g7SBo2!nf6;abmX8_(M#vaGFFtb)#U>?U>Yoi?KZPxHvw72!j#=-C^D0=XS`LlHf*r=bd*vCcX96Tb{W1L!Ohw z^vv}vK}B<^u|n6VFg>uDxH4mY@p;n90dB~#+Cz~?IN&Bu!UJhVfg&%fz|l=KC*fqy zk)HsXIeoO;YNeWKu5vqYVpR-}Sgf-`jA99d%nAn>qKL+UDP07*)1{F-K!NL%k0V~q zv|30W=1}77&TNr4%hTHfG#L*THhh9Im%l4$#p!f2hi5zy5)d;&OJg(faL7Z9BA-P9HpWRhIsVOc5_ z+z=Nn>iFEi=YZa2OP361_}@x1#D6kW=*k03eijQR0fv&7dAfw@wiMACaF=kJ8Y-+n zpiUB+UMAra&N@Si4@vnXOh(HA!gK{F5MtpJjv>Od8bxzVW>{y7pEB7YQ9W@RN))D9 zqY?rqHHPq6*O;I6%lS`4d!O!ZDgx4Dm3&FkJ#Cj1$vTa+NUu zr2?&ShA>!$Oth$BYJ`bt_?CxQG_Or6FPu?fc;zLVE#B!;74_Q9Vbd;;(0i%q$m93P zeu?a4I{y;+Kl~BysZ*z3d+jx6SPyJ|!%Rkn_mgH{g#9$y7hdiEo`SulbXX?oOzn{C zGz}A)^RFI9?^o#d3*UCxLTe7W-n#pnUp=qvM~=W=dpaUJ8sj^~7mM3LbRzW@+WSdy zNkt1r_RNJ$N}bt}aCDcFgIV^>poB{)c|@y4ZxW-am|yAyEI+F&d3;)M%!MIS-wP1J z^3Odt9S2wmTu+xI_s9@dH$ZW~mgEf1qM>Sq`;KIb0fJ_dC6W@9L%g?uO-}e7Mx_I%TUFO=gYfiy}<)jxE-fxU%_U}Hq zFaKRKuw-DT8QA&x*G=tCS07XWdx27bwihTGhLi#vx4*-$g0J`!cKaJrDBS)P4K)ED z2cM$4N((bFH3zuTp|W9CIzm6L zw-HQ)!%6aLAWu|RJ|HL(<0^TLZcr2veB%HCL#*gUCq{sJF3E$@8hO^iLW84<>LGYu zk|jr7+oG>{LL){Ph;X{9A`=J#^1vd3E8!n*13oZ}V!d+)txuBj8S4@TIg z?aOdvM&88Bf3A|jXGjQeOrOsRo@anK3k#%Cn<*zLwrm)+()1K@nhuyiMydr4Toa4t zlK-{tIG&KtAK(;QX=sgNQFqBSD`LTU5MmrOFie(s% zxI~AkRuev>ywdn7Ey6)S*3e{N z!r_uAFnNe3&!S7-(lXcb3AU6nBuiwt!Dk6kC~yEGx_5Yma8e*cKrcWX1P2(k-#Mw- zN##E`SPVo6z`3Cav8N-)OfNqjLcRLd#%a_M)%jHOKGR3o!-o&+9fbR^>lb3q z!oCIj8(~M_aZrlbwQJW)FTDiK+1btl6Pm-XQ}D@?C!J?;oVXo${eg-7!UyQnr%!Xk zqZ*eye#jnzlRg3W=fEUoRiyJhIz3HEivaBi;)-c>tnC(woXD+ZprNfITC!)dngtVK z?xZ@V*+EOAd|DN9ON=l@GorVOG(#>;D-OCzBoJXKw7J$3#sNj%y3IPROP4Nn zYnbI>g+P)6pFfNe2+E2jL*1pdXH~cvSr;RYFgak}VOlC^y#+vvds4&)lGm?a_wmL9<@lokWJn`Ss{r|+mQv9aNn+|JU18c0Fp25aH#i6& zzLOWLs@Kl;-QBem_}`aJeNipBS|b7L)^m=X@L3~0Zg{wLnda=3WSHCVA`rM z$pm8i!!Zhh=cW=qkOIMn$#m&8q>-^nX(Jrf5`e%eJr~xa1O8?#TuwS{h;E^Ms!^aj;{)K(PgcqNo|9)~Hye01+CoRM6zXGAF}iXmN&7d{#*6IVq)y;qZzugaYISby`|R z8Df+G5HpL3gYGUiL>?Lf->7Wl4?eV1_{N{f-T7W7%!l%p#d?Zd$~tu|dT@;LmZ3O9 zcvWnbCJ>0832P%mWL9mhstlTd8DWkVivm$M%sU#023)*Sp(lx7qB1J65ZJ|(TZ#~@ zH25wJ>4BRawB!I}2#1Wy11&x+w}##*v=*>SGz3jbGsF`zN|qtS`Sa7iI7G6HRg+g& zP9AceI-hf!8^X*qpI!0?2z6dLOsUCMzWS^x;%J7FDOXhZP!xvTJ_;xy zpJ4*Dwh>%4N`-vcMi|8eh$d5C4#`L0^MRoeas>fjQ^D|oaGpBr5`va1SwaKRGh|55 z0l@-STU>(0m*EzSC=4;D$Cn&3Xro>LI;>d+ilJFxw6#Zu8_j}1WVl6z!yg<1Wq^tX zP0u1pupFSy)mDW-2*7XI=t-J!;k0fI`H`@7;?jcj@z>(_0?DXAoRKKi{}|j z=U-((g;a3d)Kz|!$Af{}9H9;%a-_-=YeF0N7P;HbH6-G5sOq34tXhR<0sVij^ z5twu-syykEbZJy6RUg z6r)}8cErw#7-8bf-c3gvVMbHLXWbJ8R}s7=kE!)6fg{^+TyhW1I)rjUn6BOs4uXK~ zkAToTO)=!fDP1`7Nlf_3$Y%*544-3U^hRl+0Ro|$KlsF$D_4eG<{o63VV!AAO*pnH z`&~ZMV#TP-1i<#JWeBp^HJDU#-n{UTn0RyBELe3eISIrjNXFwI9G7tDGQn;eIx!7x z6ckz@Wl7+?)#D>_h9Uxj@C|7cad^cg%=~eQFa(X~dZQXATd{hp#eHOmBzcV+g$bv* zGa5ccKFDMoVq|2)#DV2DPF}$wBLh-l7J!p9s^J?2l4CB>RwDr%IC|^NQuM&-c0i|I z&n1Lli?_VVCmik>#g}I?E+MC-T$p$977-bI&QO;<%%+$R0u&KN>V}B9#CKT;Y^6J; za`u+#l7`TR3i&P(8XQ9!8Xx#1J>PB-_tFFDE^Y>0Zm*TOTs0lEOh*Joqq5B(QOicc zBbhvOcVL!eASTZ09kG-dvCE!O@&w>RCIh)0LGL--{$dK6Yk)>WPMEw&!RHCSMwr&8 zpMGjnfXP;~*}UX1Ep`owt2~GzF--nwg4L66>N#`n+&O0fuqt!eAix}#2*V*s9YM>G z#mV`WC~!j-IS+ZuoE5GYIR7nIy@VLWq%K`W+Wn46fH2Q-5Zy0wjtB>S1Q~JR=R60* zPF={oQX@vj98nL`7QhE8m?fljD+-F5nF?ReNitydU8=*NI4m?AhFof*fX^Itm;524 z$Dxa9O=|EfO}x_NN>2<9KxyGjp<$x`Yi{k}KnMfp17YUKmdEGARurB>glx#{TLz3G$X9&y9I$L0du`}0Ib&~iS##v< zd#fX-fP8Xwy7WBb)3C#)*P%|nXU?2)V#V|k)y5veSyOaT`kSobI5%NjWsOiuM<0Ir8 zJ>yM_nV1HFin-QnIAlnMYzfIf_jrW^L~qJ4nZu-lV+|xvkuB>7!2xJI2dJ?~k(kNl ztzcX2hJlqV4o{0p4wPs|GMe@$P4!^f<-P+vTw9DHK9f802;tTse zCtrN=#pV2a-=~^IVadR~Wnky$-ztB*fSX-SuqAms@cz)9HfI)tE*L)3#!J1vQY-1mFXdKw_FaXT=aF4e5nOo&Sbp z-iGTjj}NkKh>Yyn;L4IT)*vJFxkL=zQ!YNo#LF(9(Gq3%kp!{h=-C<>Aixl2P=sw6 zdYA1`0MUAUIA|cuF@eL1sCg(lGfPaa$Vib<^pHdd+y;su#v%kniOqQ`Wd?#AHpD{? z>)UpzbB}M0Qh`GrLPQSWc%Z_mx2aKK&ZXx}T0A7fAH5JXfEqEQ{rND=c6|H0&ALqL zd+^h9iMi19srR{rA)^|mA%uMvxQvNCwDQcWJa4jGN|fFuf(n9@a42e)glA?PsSpJa z&NtLDW6qESVpz0XMa$ zO+5q=afX#l^8~FY-|_>Crdaso*%~X~9pTx}O^px;T}`A-Um@_^yvQm9J}?JgdRfOI zNle;lnSBZ8d>|Rc(PgwL&=-zsAP)jG zBW9L>xbn>c2Hd=7XNH>VshQ#edB1c6s% z+!ruDUn*%&tHPXly|PLeXkbdEDc6aJGyx$^>NU#N@$r01*)) zK+e<6jTv&nv|k9H3>8Dr7^P)sOekh4!f9WY0b*iD$Q#%)OfmnBw$EC++^}ps67c!_ z`Sb1|mmM%|vOWQ;Fp8BAtj@v&oI{;?4e1?_9fVJxKJCzo?{9J)RPD}v)$Jhc^R82{ zqpkz*kt0W(i~UTxBkgXez^x6_%2soYZXua*%vpQttRFLCnyT%FxYRV|9(mg$b;6+L1vtGBc1f5OrgNKC zy0RfB5~8s1&`KjlUQfU}VKFB$vw~yESx$O5Fe^I*!sMZ)B1V7q`^zuCeEs#;KKObu zb?MTjix)5Qij$7O2M!!q&cF9|lv$*f4BU4Hc7FbKJG+~SF_j2R1;@KkmEU_&rOXziq@=57lo({XY8Rrtn{~pNoKekO zGU1Xga6_5nAw!(>SnGu+TRrZQw`Y;eTOj21z}31+nfiuS0};Rx43RO)kSOdF0NLWC zQG9@T%MCJGJ_ka8|Acu(p!!J$-5#L_TWI`2+dkru5k+G5P+Oaw(J!f_h@{a>3l;|g zE9Hbg_H>s_3#XYfBvRF0=53?i70X7s#pj;5L&X30!GTbi1>OAL-2CjE55HBV} zO)mKas30<76s%ZU1GWH(1#1)tbv-61+g5zK_yW-v9T`5$2`5d#u*fcNN!pU=YH$b> zsDUD*wNDvBGi`R5(>P-YpQ0h2j2+EJ+}7OQ4GKP8J|Os32z2dt)G6ZN(?avApp42D zTL^rk2>?lk4@|>13QfqIXOuITLJJ%dtrv1eX?5nMhzW<4Oi!`h{aDWmNxJp;Oc3)F zWKygs0$gINK#Y=v#)^mt=uM&~_7a6@)La-UE`XT%Hj-bW^n_Dns~eUHEe9+ZGI7vw z_{N_&`9RX+nXedDG6X}#g-OF&=bf*x3g8G7f4Uq>JvZ8rjzG|! z^yD8b5UT|UnUM{b++#&gfJ&)rD&3(3xIqPiUikV5AVzVhM?{CF*KmHfL8czUP>C3q zzX@WL5A%FZH>Nq2lM+Q99}_J6GASrw5|9T1a!5vuX&KVUkcUi$q*0RQ%agy?hKd-z z@J*bWW2Ok0NA(#9Ma}x8E}78u@~@|2D7$9LQNonva8B|Nnnsr}$IM+zow_i&K^-k3 z0>H}{yVg8)mz;sdH~vt8uP5LV9|6`P5hE*9pb^Fgm?C*rWM&R!dVOk$8&(A^^4-g9 zX*jf~kZ~zp8n^MM(lC1kK?RV6a%202{$8jiRBeSAmNmGij&9lk1INH!zTcidI7ow%c8x;N{}~0*=oq8 zGlEEEj~E1mSd79i=jh=rG)dsUnX(?Jz?4rJ0NYu+6-dA+U2d}?U6!9|<%R@un;3k6 z&=}2hQ-dGJD4Ip7<|IG|UUn^SJM4JsaKiOe(@E2iUDZL}$6s1#%{iBV3g&3s@1h-k zJ*(K4on$|l{}C#ORZ_Kfb1ZA{P=O7cO7#5TM%SCN&#_+b`BBAr2Vu7O#tn_bJkMvdBWkymL$o`KIsplhD5)<0E?fVtF4G|cmLfh7DqQ71 zTGAS#TUI5Lmh2faF9V8zMwkg})hx8m$(ttAXYm-a{+WYd6hYneHCdPuAq#{GT}-n> z(u_N4vVsW;9|t~pgs4rBN5q~*%_d}4;Fxi)3Xr6GiZCL+1s{kd#7c3|;tXUm>|&B( z_u92<&c9B?RnyR{(BdANipB>8-`APxckt8c{c zIbV;coaQZ8Im5a}(I`cRj2d#O<-EeqIvM_e;*Y|MFp5c?IZ&d;_j*=OM(hf;y-ZLz zbXkYPVXY$!LqI?&(S}%rW)vVd@b&U+tCf5^a`_}l4Bte^KQZ#4;7fv0lUt84DHa0( zg#8i0mc~{zbA{~E4r0Tyi4fMiWW^}EEK-5Mgduw$0*75z^fCZ}4;qW)F%f#SA;Qu% zd;>z#sPtkIkP4TKvfhjYh;Qqc*ks_~@RJW3Vd3O0T~M}Evv0_^T6-}oC0wp@mxlkwnAS%dOUGOpCe|%R{rw1PAP%)X~7R#T?&wg%5{^I3zI% z;6r9e^P4Li$UGNU@SnG%o;_`msM^Mz}IuK1d=Bc6oOHK zu#UrXu;eL%DnDpUo&%B6B4v?0J|=ULEGQg&u7cH5)W~Csl(5hw!Kj`9e$kEk03V3P zNwCDga--$SC1@=dVy-)&3GB}se@a;tRE z5%JMR;|u{q+cfgO0#BI3+h{e!gfzPA&z(ExXkPL)sAaJGL5!kAhC``}iN|1+b^g+r2|CLKpwtV8#s!i7l~ z2)iWtNmyF)9D++XRC${rr^nzHNtgUAUHK#S5-x85A(Q7Dw;6&=i+mADuOUW-7FvtY zEJ%w(jfCJsAVZzq1ZZ_1iI?3HPFP$mQKK29E*733a4H?V0_C!W4Wv<$Y@wMW<6d^z zC|GV&(Trlk{hGbUcfoY);GduP&+aj7#OqhBR zQ70x$O_E)*g@7*u(pB=2L# z$#iM$ndRmMUmh%Y0n##xuMCp3w5Xd469GXc!@<;mORomXB}D`Q@>ZI@?F^r~A%@JI z-l#b;nxat_DS{%*ZM5GQ=PIA8A%qDS1tMgUQ?&E>cT9&U%q&HVoG{%{Qpmg1EF|$F zIDinN9;{0;0x<-(q5;Z6_4mL23K*dQymI9VXLyKMTmJs{9#1lh*ph+!&%n;lziw)` zygORaP#h3Sll#|QZ!b`J6bgk@QNpP};ghk+5++cEtk~i!lK7x(3M#)kY_n)vF+>cY zON9ldVxpwDa3PC|2O zqG96bu;~hj7mr-iLcdFAvn=*d^&|X=TioaZ6QoB=L0GLZ4D&paU@pW1~B7p&Xv2zekz1sWAOgwGkh zq#+EUnU+$7?Byyg@=l-#&LmHmKcc`amMMVwuM`a-1VT&Ws!L2Xm!z6}Gy))mrUR2{ z?y-y6M(~*Ntx!lrVuaA$x|( zr%SQRkM$`PtPnOTKN;1##|cZa#)|a}95OVLp7#BjVZX@)qHr-pOS*u-gpV*ytZ0%c zw+yLHZdgCtI~0|ad-WLASazctBK!t7c_-Ng-6MsS!j3RVx3mH=J4h4ncA zHbZQsf`ia!SCwE0M|A4Hgo{O05f>2raM;3O$R)4joLA)m$0*a95K@6joe5fm-E>Cz z;F1;m90L_0&*WKmI@25vVTOQc0q_tlnY3`&szGA{ez~efSqx;H`20@Tab zed8O4s#!H>cgN)!Q5J?|0D6MnW1<1e(QkVRE-zoZzHt49*OYH$H=57q9u3T9^YS&k_h#*y7ihAVI*=tO9!avQ~3~;?qc9uS8nKu^I4CRxW#npg0)FdIk3g zgRy0$dH@1IYe--lj0PrJ0*|&Xa{{E55~NvdObk7GR?QMHgoKIHT3h-;#SCDoA*vRd zZHI;j!K#T0r$)d`;8%~z5G_Mf>Hx1$lp;rN3L%*nff2B&w$EyMKML@vi^|Z8hpPb( zj7wP&{%867=QIDPSuBY^D;kE;!pzxB{}z%UFoMP-42>9AiI6)Hy5rP`UXOM1QE zxqCruG;$%}Q5i01iU$U>DQCML6%8d)pP@+T85SoP875zpni%*c@IsI^83W8Tz47190?P{x2EBzy5S1Z!di-E`;03Rk z!HOZjls16GH8Lw;B=FJ~zvWQ*QDFi?V1fk#D`xA$3MbdBtS{G^S)7=$q3U5lXi7nH z)Z!u}hz-BKeL_R86+fQQXlgVY;`F}*@Q;GPFmn-7R7Em0n=p6;{A%gWJMZ)tm3|s2 zUjeHm&SDrPDh1?C=`{FvtPgHaxaKe1VY_q+s&SBMe%J&=cfK!xtVscdCStjMJjv zk(6Ulsaqpf{Mw3ABV)z}Y{*JwG*)=Ds?CK+%xW~iVgn=4V302`evOP=c4*D!MPMy4 zSQ{P#bB-i}LCi3oeFAfOcvOP-L%+x=@smx7oVg)eAz`CosL|u;apudgZRT5V=gyt} z8LaO+R|7|qf)peS?|4+02_;%ori##1JAp}?S><6kRe33x6$~(C9wp9uL1h5_iyS33T1!Y8ed zV&ArV_UwTqL+X9?8~VuA`_AnP+7N>$%MXZ<@aswOGa`?SC$6%~tE$#ZymaJJGt`tz z%Hz0WD>b(8s%n!cluD|$ve*@Rc+ISyz8&QQP}u>H^Qbq4T#vBb&csx8R$fY)Rt?^M zLr6(xsM=y+YY}6xbKnidLjwcZV~EyJ@MA}zqU0T3n%n{Bnk|_UAWj;Yx)x=3=+L1~ zA#Ax5p>0sKD#I3=S?lW$s;vc$k6%g}e;@8=8rTHp{83nK$BrH6oz%RppXQ7G0$VDu zRNx;ga8|y5y=FK=90i^EE-9ynBf^>BtniEzIs{;xB=wFdFtfd-z?;(3V}qx69XOvI z6n+QM*-qp0#I+9Tcwyooa-?)1(>S$E>G5bnqU4byJsC4A7m!1eix`Sr?{4CqIZj|2 zBxL6DqH#RZfKjrIoZ!Sm7^kzYn;K6CsiO>oAbB^-F9uU8!;m>n;lcChCUPZVW+E7z zFyuT!nv%6h=yBpHeLNVr;Jx2{z%Z+4ldcEFlTjRtKPJvLMTcCx6*NW2N))C|SRFPXWJG}RC!r6zGhF+dW4k*J}eDf|-Q zbS9g=E+Gx|s#K5yz?`{Wc+Byzjh0fQVPe(>W~evI5KM1&z%m5j4pmVB_^)}0O{Qd3 z)hnZ6`-(Y1c?lS__ELKQ4~?CGLDuo4X%h-eWdN8n@lf!NAECWRDNVCgkA_@5!Ng#; zlFAVV142csM7&obJi;cMZ7B@{o5G1rzDT$Rph03a@zaw{L6RZOVx| zj-I)!xdSj{MI+!`D@Ca}7FsF2hD1*Z?1uPk`1j;txI zyPqHSIN*r^c?+ipwkR|jPEHvzC(PxXem;*=kXnwch5Y~q-#$cwimzPoVqNTNhL)R^ z;Pn6lZ%vtl(QEXq(9&>ZC@Q@vf?jxf41A3&+Kr}|h*K{NHPq}P5i)_d6Etg~{`kE= zP}-Rm&g%P!K6>=%mtTJAErM|K%{QO)`Fq~-{rit!Gz(y)*egZl|c;L8N)o zoimUXE2ZybbP45_Cr8y{&Kz2bmoZSV^aKDD|4^icF_=MM6S_%_~C~RLuVtuLP7$db!b;KQ<5rpR>*s8Akd3k z7z*WbR9hyL8WOQ_&7^hFYrMmk5utM)xyFhwG2qN8SRN&dIgi%2Xt`j5!B8T8s_Ctx zFfj84zyt&GRvgb1+7}D*3#`Y?mKVOHV3vj~7ZDaD zB)!)IF=$<;Fp%_S%Nm<6Whv7r6r|qjYXI=xE<{2ps)C2<;~IwS)0ny30equT_WjOK z6Sh(y7nKJ@v?3`Cv?3u}N4~fyQ(&o?g~X{iRv$kwm?}wuQnE1I=`Bz-!~n@07@=M> zOiyM@7L2IqYXURHui4@>lp4QiX@red51>H`0}p|B$e76pZ7n8}GAjl>U%-MCKOXp| zN?DGq$Z{d`!fBgutQV&+yug$TDy=x<)PsrHBZ+}561@hd5yH&6KRY}*s{eE16cSqe zgFMt7?}u+Us(%70rg6!fCKFwDx@2=^^#Z=^Yea%k#z7 z6y_qg1bnHv-mY#b>y?Ny9NE? zzY=ll*@xYIdGB$96g*o)Job{{ku!{3QsE&zdS(Ma3P4C2A(<6h33AG+;B6{O=5~&6 z8CN91(+7Z@UU*~-WQK(BdQD||(#3-xMx0y_#3O8avM`VUlVkSYjvtr?-V`udzLcoI zxML_6db5VUu=@Bd9+ff6q=I;Y2!d~`V=#-H9)m>aWnBschEni23vyr-5YjAiL0U~i ztpwS+_-rtGOXgy7Iri-dz}D~J6hsUFoQhdU(=yD>20$weguqNBJJU~(fCk@2Wowo@ zJn$C9o&m0C0>DG|nIj&zykLYuu=7=kY)W{(lzk2P%jZYu|KDB@g;k~@h};J(9^_t- zSec^n3*UYztkh(^Arn*HCG?uFY*Rjg@!K@OLfDFaVtnMtkxxGP<#2 z32(XNfS!ECf-}(1OD8M`Z(N=na1D5+dhvACo%P|kvR{6jUd$8NHjy>S0%Au_j7z$# zHv2U&Q8uw-2w}{NA$gsJ6MkrH(`**cq+yqP!AWM^&P?BUC zw!>SakMpGbmpKI*t*Ju7fwMut(N1lJqDf-JV$=A$mA6ohC)`Tt=UgKC?psE=}I#BBWu0D!><+{5b7o3jlc=>vWYUJ7t82dJqC&?+qUE0PNX#PyZ1esr5WO& zwQ*@s?rC@ZG9Q|MeTq1WEiwoY$jLN+0xB5&Z>WPAsZ&0NW5B3YGxUnzW|CJz0reRu zTJ#x`^{t&G&(BO3n}$FDY~Y4K^yVVA|MQ2G*=$kcbb%ZloR*+I`?_JNR*siyWt2@P z&u8#qtKf68XYHxN+2tn-v)N@={ylm~`YYHn>9rT@8v2tl0*27z*=-Q0#*X4A(%(v( zvlyV`;=H9pP)jY30oB8}gj@t7fU#`QmTI+62UI{7{*QVuVaTR~Yi$Vdpr zE61M3y{-rfa=Ug~50&IIg4wp0F#1w=pMfyYHaD{#=0&LtfEUNx&A;}_>5_{f$u2~d zNk!b~YYbhr45QrPDm@Mql^1U_JzB9dE~!*ByeBKXpwHrg)mOGuzp7a8(dGKc)=X1w zxYV=y^(qF#^YB&at{KWb9+>gAMSt}KB%fd9V)arPQ6*_hz}@>eZbP1;m*?T^6RFiE zf-Dq3umN5sTY#u?O0JZ85TmA;CctWNBd8_!$t2FI^r%}!$LmC(~JM zXf}Gt#ZeyAl^w90Ci|Y?2y#NZY1U;zYO&Yk;SfUHrW(Rg{R-<|>qs1ao zX!<9iyTZ+<8w@5_E@T^o>U-6+!c+@WNQb zYG;3r%ewcJ9NEe?QwU`#0*=b@aYkjKWSM|84Htu%6n0A#Tp-hQYmB!qH>dxeA?o$fYN=`R0dTblR&)yqL^=wvs4rBJFlWWnCXk5y(Lkh;SmvxJe6NI<&}6LR2CGrAaVWwinAdmOyW- zo)0-O@6XK;c`r&hf#%zcFS%(g?hUET9dOPOU+y(iSVbH??HswqYF1%JmRubWUn{gk+T6(5A+mBHDa)CIagus)Lb0=iadQvAe?8s4d}$1+r890A zZ$6PV$ynn)b)DNhcCqrn?`jlTYm@P+ zdU4E8?lB#T|CRk67Sz7*0V283)p`oG=jcP_uViPwBs|M$kzz=7w+5_s^Xch;Hr~-( zlfg6fpjd9mMjbrG`jS6*;ols0e)`R^u1B4MPXF;r`Wg%fDpbOt+m5O8o;M?Yd|unG zKfAoHa0I?@bThf%Gz?vVXgPZk#yYP()f>8Kj~cX6M+aK~(ZN=aIqz{#B>GBWd%0;t zac->&-j{ItfQ9zX;2dtsq&FdaK);(6-=VOp=}&;7D*z=sH#*&fV$c z9zzz!WbZW#fLX*2GRL8oMqD-EvCB-MD^X!maYusyZf(f4(dEuYKihDueNASas4)S~ zVM8ursJKaG0h4ZA8KL8YRwBKh2)n<3bPTw0ZJ0;PH<4_9{te#wm03}-iu|JeMFVc~ zUl4`es7?i}_V?2Dw*7arLWia&i>erbr~G`3#xM&K7$9nY`UJBQEkW|>LGCm2?_V28 zH{xwi=k`!#@3+B|&(mXNA&nto1#G&)7xVrJL;$-V02WgQ4)V=~@G!f>z|*(i1f0D7(p1XxGDMcd?fM9*A z4XeU%X%KwPs$3iHEt`?PnnnkkeU#vSWdL*pT$xL(KiTpaVO3XZ+oBm_`OqW!VS3US zRy}F!m^8fSCgj>qbUxA=DRPjok^TVL*HN4lBJJQ5n=DjI>GOi zysyg%k8Pe-f4*a-X1l8ZV2i69 z^SWaRRoEfuhnATYggr98&sQBvJsug0_#|3Ap;s#dEG7U->8cYrV8CmH(<%+5UhpWf ztYls?jgD;Evj~O;S--)} zE6bSTx>o0h6}+aO=0IYwL<+7f6d4gg{=Dj1xU^LE>a!C})Aaq%N<#pTDVaV_4%CYK zo4X|t&aTtPUIYLB)-sXNB(DFvc=kd41*q62tZ(CI~YwXiz)boDaW3CcB_hOmY(;*<$V_ zMvu87!R)#ypp{3<8(?1hD#q3AvNh3t?Yn1p5JS-wg2kS_XTBn+OAF-FDpvFB6(iO` z;c=Z(YAuX$$v4wQ%spwLaz;j74?zD@ka4JFSQHMlqt6i5N?8B+vHsa4bsO#$0r@Qa zKv=6wca_SAa*N7z7v_sb+?8M3w;Wg(>$i!7R&UU}8NK)za5AsgT-5qxnj`#{gJ`c+ z-~8&obo+gIl(0B{nxzNXZ(~KohcwLCMas3_fB(|jA#8Wa+VQNABV!r`a`himd!7%FvN2AgH@K`T=_3^s<0kAS!_}Oeqo(v>&F%h z!CS-70nm33+a>ToVPeAG=;iyLJrvIzR%T9_BFQqGcf|ec8GQfzUK#o-@A2>NpNPVb zzZYk{wkuCORpZsp(rrLhG-QiIK!D^2K2gG5hD+=TG$PSb)I%O_5Uo1&v2U>;cu+g$6acn} z6Wke`*y9cMKORp()WZiEQ-wOrSQT(|)%;C1R-{WFI!^>>Wx4q?ra^{dW)q4${PJs( z>S+D&98I@X;61L(edECVSt1g6`YK46x2i$UM242PVWZ8|TwUFX)|g7|vuizvW3@@+ z@7iB><)=j7Tyaff)7^?8`x+d3VKnDwed_D)(@P3}t(Q`lD1=^*)CbL?xQpQS4*0Z} zPfgqUKOR*T#MAjZ=B0m11q?AN9g|p2kE*rrEj?z#=ZOX4fz+|7wa1&Cwk$20J!5aZ zMsJGvxe0Jb+O_#iOGmnk43lI`Q%Nl{n_oBR40VeP#i3UcdtSjP|EUm+s z6{eP-G24C00Az(BI|2WcE$!pgf1}=qFCu~kh+U^muyMRGze(fdc zg!ztB9GLKsDw*1mof5Q#l}lM%P!0^~5QN;Eu$Pq<@Q<{~6=y41i5Kr-GX4(Iq)l!c3IwG{?gMC?+VZANQFFpT_v9!P3vk zhaVlu_E~B$r2PFe-azZynT(R?m&psZ>_n^v%s$9z^R!Jg6Pf-z0o)U*W3+{$4zDeEGUJYqNSSY7Y2k%Yo^)W0`uvzHm7N^3f9z(k~#_D(^UMxTam9LTaXhMw&k!+nvP zMPEupD&~pXvWpE#H|!w0aw9AmgKR{-93Sa(PP-1uNVQDFacQ86c909*szRyI2vqm0|a3?Tdb)Yho`k7pv0qjO2_W!7?bENI| z;@R=1)L_rh|Bz3iiu*|x<2+ll{=CWz0DB%V`Wj}8uSK3N)ja5fY}{h8a5{(HpQ4~| z_w5vJL4vcCEpOPpEI-+L^Lf%{sunzr20yNVm6me*eFLQ`| zn|G41<<)y8Z*-AqaY==?-8T$5Rxa*?1A2n->go|>Rm9V0=MDJ|s6K8e+!obAgaM0N zYtO~m+7$v~%(C3}YsX?W4`Ze#O(pb!FVZIz=u`9xb1@9>B=HdyRl@WpE}$94!{*Nl zXSKrub%VLjI|~?>*pX&FK(xP55gWhp*WtGeY_oyM zOq?RoY$Z-uCkpSR;6VR_V;{z~qmPbmaPQ0%o+!l1&UsY@wC+k6YY%+>Th)2^PeCsP ze17PWU6cYxEX0larOdCG$(3b4LXvz?g7?i}6Qqck2S0c7GOmjL_TrR)1Aa7qeleQb zWGUcpGy|!`RgzN5o^JC|zBShoNUqrQNf7OV)$>cPvb9-N*qQt(#-=Y$*IL@_1fWWl zx+pLK$){fB#ANwN-(<+E_>>|qDejfbl3J2fDd3eY0&HrWHqX7;;#VPx-w`iO`bRYY zPC5Y8PDZROc-pT_KmbV_=yGw^uiA=RJL#MlCMdV;0?TAW!U#td|7}!%-GUcFAaCRuh8HByLEu+WNAdGUpu568Tz*Z; zAHmTJ`AT;j(I2$VJqh^87?p!i4-9=o3%f%!DiARZ1XhSLZJ&m2v8LMmUhqxN_i-h^ zdE`zv>N3vC2C~z#u-C}V3(Zbp9GV}~)ki1wOyYE%lc`N}1BXbDQuCq<08;?-}E)VtJ?A9K=O0TE{!A9DvAgZfLlaENLI|q$}QJ7%>cAdZIt_QEoWLa zN273a)~VH6|7iRS`b`!=hH!Mw=gF3tO*-{NWWu%BqL7=4h08Hn+z7-bU%s!^JOAZ7 zImVq@5`l94L}ihNCf?-a(jQh8+QjN8ueg=>`VBRfvqOzdO_|o#*8NAJGR}i?|mg2~TEeih1-a&dH}PDOeGV>5ZN|aHkpTixL@6#~0EAnLOSHlaNpb zHj0(3t7WZwbbK@qmGV<#)oF-@yQP$Rrl=a55o~0qVh7n=JdiTp1kq!-XA_BKdfp0 zUF&vj*`eu|%D}A9?>@%3F)iy@7x10K;V8Y`JEhUrRGo@1lhQ-t()nuoi+*g75B^D# zdd7rA&@~3KE#)h!nMW+A7hI_e6Oym`HWqPll>vIpNXRixDJ7S}q9JVCrM!KOq)L07 z&)M_9v*VKb9tz*h2FPcOX|e&q?X<>ZG!Q)AxI+6I)Y=qWYA+!tM=I5izVk+nCEk)e8*zA50szVp`%CiVkOl){2r(1cR zI|dJa#R1y?50Yvt@G*z{(Muh=X=|QsV|EP zyT+JG#g+uu7zHmDJX}3IB5kYR5Xs;Gz+LP~vv07f^!wa>&sJ1_PdWNPh0UBf4<*(B z)l^fu=J>sc)+@2bHXuzr-=P+E)_7_lF8-CCI#1>*+9fqe1-0AzC{VYvq&JrhrVX$# zXe|Y=@tG+jN53A%FIrfqq-)7}Erb`XKT*!C4{UNshH$VcD-cAo7pw&9Y$)86zW2^ZD4hd@Zem(-gfM;*xId2Hv%G z7|n;1(3x*;DGzaS9UroBBv|waZt3V~#6aEfhNgb3U80Rf+?=@b`4NL?}h0D(RkQ897uMLYw0c&V7a&21@2X7zWM9%G%%Q-*EEHQtF zy2i~s)F+_nmUv5sl&v$kEV=jiz$=uyk|PEPAG9lt*;$b*s3ODeTUnmDwj)K>tvNL* zM}k-`gPm-yX8AG>1HI6#IZ4xtU%paY{BMRh_#H5tPJ)Uc5jH1*#gt`+wwRq8Z2Eyd z)();JgF-7$GQ}P_ZJ%B=H)8(zxxT?{`CT)f!^eHO9&_4MZ6jA!cv|_yD|BULe0+C2 zk7M}BOYzLGj%Q1HZRaDVBY-=tmT17UZj^KW_tT4IgjQM(ZRw#1(c9PWBYrm> zIy#bF|0zzLody4Ru^Q_5GBR(bqYAX&46^(8H`rO3=?Zm;Lxrw%*P@<~8-rpoA3h$i ze7F)Da!=>EQd^W3o`LJvlZMwSyMuIgA%Q}Kj*IhKAtg^g}G%o>^2t~4#-r! zkOvoCq5QbSQ)UwlOnD|n@D_uM5*6@Yqs~a2dZfDxf3x2`zjXJ#zF0hh3=I>B%rr!g;Mr!v=SE)H{1R!L`5c~LA;-N&HaOdA`Xt)am7#p%yfROXN0?OBib?H5UXE_FDAQnVTH z`l7g_Gmr(^LN1wzTeV1K*MN9a6ahm|;%(IV6qmX-4^GRqMj)@~y&B^qf`UZZW*GSI zaOKEq3Zw8Xt1$9-VUA)Ihwp(RNXY`9QpgN1=iVajaP=wJrd72Q?nw^lVB=ipxf~R(o8?Kfrm2#HwWA zH2bL^wVy774IZ$<;k^4Wz*tJjG@&X$<`&O7#o?Ke0k00OM$BRhFeVKt>C7e*T+&kqP$`XtzW z&ubd^!0>;+o;UxTa=JC?bIWDnL=3x`WS~2Oxi2Pe*KxX3Ja3UYaNitH;5}5{jQ2>? zykBwS#%J#YR0D`s10;hwG{eAeSccBYS2}$t*M60}es6C42r)fx2SVR+SZ16s&6sYC zXyhGG*2!YTHSdbh8WorD^)SNZ(#r07Ofp}^W`%XOWyf6CspzvxppB|#yKO~8nR~KM zyT@Nm8j&;f@*?`{ncQv(@@E6YjTr!{QB#a%3@tHb%;<3jsFD+jn^QRKGX_v-|EVHJ zM#S-Cm%F`OhyRvw4xK)dEnYFZFm!O$7L4~!l&Pe7$p&dijRJ6`@yL zChGafwhB^fqsk2wAY*Ump!UI*lfS8I&>i6R%v%m|UaY-xdLYoNc1(kvIYJf{FfOoo zgxU!J&oF4j@j0jKS;QxR?_h1i=CWVFQ7fu#3UVkk;&_mo{g~7%7!Fug9(0tpAL<3+ z?x;iun16Iq2q+KCzzqkhz0LX4L6P=OL(6+ z>oP_jZD?A1BS}Km31+~UaoM93qMlsC^2*FD6*nD?bZ;v7`RizWVJHHSpe6{|8J!V( zA5VY)=kI@Jyg)sWn0v6M==z~#>#kbATL4(-vjIoV4Hji*M#^LeQ;!6{Iq9^K{xn%A zm5A>`ZUSvhGwqCgHg`4EonDNV)`N}s6wJ;>yeIFP4E2JAuDj}w3J5v$nIdBhTYPMH z%xTb!JWgc&u}19=(^;~_%Yi^lk`XBz%-dy-I_0f6Y@OB$H*`~fM)^gw z^X#{qC_vj2?g$G?gNNb{A1Qs_$9?T%gAzNao;R?)kkiB1GXcfz@Cc5`7xk&y&NS7> zJKec?u)lg;gl1TWgq@Q5x7y=>Ojxr)B!t#n8?6V{w~|y@BjYVXT3P(+DaI= zipI61K?a9nFiZ$r7hS-1c>sjMGW=l~tVF!2RaEW!Me=~}Vbuq$gin;2pr=FI?_U!( z%hfGlOb}By*Wp}qH{GN~?VRBQV6=i=EqG!QCnqMd>Ms?@m2O#I z?YSYpnexNzhQ+D=YxfC$5!CO#a6=x43^KnM+|Z?V4W3&>$0xA*Kv)NQE_F;OgXJ>s6`??c{<`A_Nvrd3ls=N;7}XT!v61aZOGMZVtESp7Ii{;Qsk(5$6cX+_JpkUTl_(1nVYj!+m|48I_z#97)GBdaQdKScO;Wuqt>+gtu}#vB0ECuYfpox z+PplpSZ_~CoqJ9^1t8{!?Y~-c&h4G`+7?|GC|eVG~-;;9O{}bWtb~J z{Jgs282M+2`PTW~8RBy{X)NPv4eLj$cr0k`>!T)f` zIM71?kYK=c ztxI!oC-$=fjp$K415MP;l~ZFCbl0Yr!qt-TCpzi=H^%o4KM{L!=`rnX^a3q?F9_PZ zug?A@d>Tmme6%y@+ktQ19ke%Eou^;wNz2tO=2dqW;Y7K@`c!e`Y)C8-Hl2%1t(L@~ zh$63K#6uleZtSQCGFmoaSaFTjzdsdtlpL2FQ6u4dI}6ZU>%+ZfmR+6Ry9`}-DDT1> zFY@nxH5V09^WOmQ45VDn8GVYYETu0@MNQ#jgYkX@IwD79*;GnS3Ut(Tx$x0@)2~^A zfZjcvI1mL?9yz@h1A2k;z()vYL3ms5`KD9_Iowf2#8er6!&xswo&3 zLq`m*Zru5L`v>q74`LzFarHZ)z1ALPnUvHv`=jeI8Nz+~ry-ImR6qjrQxG*D-OW5- zt7Ug3z+q>#+1NN?_0wy`~=cYG8`B^^c>&}1d{(1y9Mw0PZCY8Za zoj9GTVh3Ro%KeN0lZp-(;Z}Vc^V-k=A$+{u>W97U;0Nb*^3)Ri-Ljj9Ph$D$mBZmt?M82h^K5uchK2;=$tGaF& zE3B8*X8B(=^b1(8mI-%DOh1o<9UZ75=utvJu2qa#nb0=#;?V)lhB5$$@oI4DGYtCZ zTf@V`e^)y0+6J6jC8RW>g2Z7U$3b0b8Kw+d8~UCi&a$W~FZv-FZeJ-0G;Dd1qpIdb zP1O3O+q6$E(H50~4GW-f7%jm)Q;19pTl)+2-~W}uaqG@^Gk3AS{0epr25s|klXV-4 z(z9DTyiN8yZkoHhlcv&eq*!8_Yrq$t_UvRN`8(nXI^og*(vpe}?e*WCVO&{9ePL?e zp$gP`w!{QIcvEMoHe-b~@id0DjKft}GX@dJGZ7v)Eu#iwa<^z}Z$K8Hz$6)*dMXOz zg?SN+_%!`d(LnSsyTad@*L}1vDzPTF&nCcKHkM)SR>}6a&kD<8es7!||NebA@ad@` z;ji-W^Qb?aJ!?hx{`0y*06+iqubVm;8A4u}Ltah(c)mdD`B)cnqCBep`Kj%xgoH%8 z8@?ubpO2z4+y35b1M4;El|Jht$TnWJA-07dKx-gdtyhJ86c-t*}(O=A73m@IBcW1+X< z)|YSQ-I4zy?vJ=Xt-{Ye#DOlCizqjYWUyyArG4I_VY!vIZR@bLsRhT3KYioQG@)gF zwctdqTye@2yJ6+$ zJn{rq-X8q95>;}0GoYS+m7(sz>8fW-G$%Yirnc`9nNxSKe9G3wU$FcABH4kBGs@?Z zJlj{#z&InD4=xYWCiyZZ=|llhJ$c(dhK@2T&i^EPQ*9wD_CZW!kLNQ^-DTb3&%QlQ zDwgS>h?JKtg&uxW8XyV^$4*cQf+QSt7+9%5>AWIKy-5YePpzE56z!c~_OVRthvIK} zI;{8OW9}~ z_inl7rI})c4HlUbud-)fWJ&j?Es!i=fA{X$_$r)VkU3q@^r5tl^R*ytrFb=NFmIYn zMAh?5#T_LT+Z%wx2^B9 zE=_+V#%s55DF}jRg%+m@O8^?WR5#UQ6K8z$wE0IrwiGeNeS!_e?V7%#jAF1Ulf{vi zRtouMB?s*aJ`^&H+v8;PF6$$V)cewwNdgzQb?sCjWwuP1s>X|l z!;^Cf7SdpM6DyYfve0u*#OwMRdf0T^$c&6lKs^-I#m|NGT)uS872ps$Y;}XeWRc8} z3aznRZ`}A2Y2#S}VJg!b>X8aTJ}S@QCLn@1m*F3!nADK5~K+d8@^0`!}o4rdmWxNK_eVlWQv@obR!3G#rSA?WQyxjS+^)zHX;Ofu1M#EXX zfF;71SEQDl3^$Ua=D$q04Ah~R{j^i_WDX$)*y6G3QLCPT;WoY);Md3l@W#B>ok`(iqb1@p-4*B z6e%#gS`r1$N-E)ocLiSSeh>FPs@_<5)BQJiw5fX?|HiL-O^0DBGybTn;#^CIKI6%c zT-asz{_F!;QsM=*vh>^Tr{|@AURmFVUI?B)F}c~wz&}Hkvq*-2kW?^){H^{Ura8+G zVF;E{mQXw7!>7y8^$v|iQy<{SCeEd6B^wQl;};~sCBQ{XYY-5qywi}!t^AVLaI+2i?Nw0!v4|Zg$EUyfpi2l zZp1qy<;;aon+Rk$^uL2k{Azb7*}Od0P6Sz%9y_T9PUxh(=jahH&?*TFi7v^aE@w{o zHZ>>vD^2Glj47uI>EYzwBus!o*TZ$}@3w7TiX^*ESDS;8gibeH!Xi`|)OF`1_^0!S zs&^dU1SMf*Y+{{i|1lIixoc8gY3e(-J!IlO7*4c34BL0gAty z8J22tH@fO{8j&XIzn29UQj?@W+V4pGWro9{mTpX@nqd;5^kYT{>r{?TQ zgyfPj0v_E%$CBlKhlIyJQ@VNV%Y47a6&7$(z6YwE8O%@GThdGLGlYh{ZAB+56b;+1h_B%DE ziNtL6AD2A(8qhKx@5I@j_AKJpfzuhaqkHUXL5Oa2Qh};5l*`z~v&`>S22H<1tzZXB zAu;ZCmYaw>Yg=1YLHp7#RvxsIi+h#FrMlO|z#5(glbK1b`RXdfz6z?Waxo ze2T1!O=(navY3io*u zPk)&SCNbVdMNfl&;cKJqe22r6#InP9?D67yKmm5IxgTZ{9%i-Iz6wjqj6{xDvA$(AqR}2n#06^WsX8z2LISaN*U6zc7 z1-|5BA+&JqFO?b@%`l_ZSB!Krp?MGhKa(=MwLI-hv3LU_NX>N}LaO+kXpY{hhb#=I zRx;Al%F(LZHQ#+|07M#hXDF68-rOpi;TEykYJ7pJlEn&MsL5$ITe$)v9vuf=ZIv^u z%S(Lk_b%f1m+R}H+ZHD3yWwaqal*3iAyj(O{%9Oxi|%k|st_^tt{1i;>ksRg#5UO& zG*2f3b57k5d}_*^7B-I$AN>oM`X=peff01+jJDN732u5NtS%)jD`kD=f`2=va03+v6*DpqZl@TMf;(_l}q9ZEKh==X8t#r(N^5HzA zuBE!FngLzLh`4XdE1<({t|Rq(uJ% z@Uxpr1~K+xP=hki`h+9?pz51a;rrNyma|G_g|EGbFD05^Y!NQsJNgz);VD0h1>G75 z6uBFIwiNO{{JMnV&O7WrZNA?E9$De;8O^bLBYYKKScnj)Dxp%-xYGotK z;txuWM(XL+wOO61-g5JfIk^?g?P$hmVA0_71WDhaz$=|{jH&iHqx1Qlji-UgF*a6t z+9?F<1s)@bg~1UkXCX-AmDc+z_jnmGh>8EyJVia}g~fh+7aj zXyDh%VVWVFW`jGXFG-zja^3tqQJ=tM&V~1Fx~q!lD+wvaobs-)-4D*UmZhklSBr@( zeK|}NHEnZdBJsTN>=tdtUf;p=~ZNt%=#O%TbbU)JSuh>d97ojKHXbrWRkCV@?5Nx>h#-2VF z=jpZ}2I9}JA7*7QRBi(O3H|!QeY`k_tuEhl&EN@VP4#5D5c~~>Z(RQar?4aavCBdu zV~y|Ge3^&7jL-%3C6-GIP5oRsiWCP$RbWt3c>X^s9naE!*FCLby==ROp=c$8^X1qL z1^5Rp{(R|vAMtaS+wmn8;QZKz?7Zzc4LeP54M;Tp_sLgH_3#hllzDU&$YcB8zwxro z+ds4){ihmyc8ML`WU=D4pwsOcvHdh z>4A#4a4;#hfD;~73%hHMe{b=#GsX9A$Xki$ee(m`TJ+hx%xYG!6OTv#a$mxcAK5cIh)o^w{AZBBi8#z zAW#PtKS0o&6F2NE_jtuy36VjAGB6qH5ln7yYX$gg$?3FeK(x#RoU2vGw zxS)p?F`{)XRL#JCvRrErN!!j_u#Sh)G8?P;jtnt0>2~RIE@X3rZVqCF0Uy~flO>tl z)gPPa;en~CfMF}mb4!fucsf))Lem?UZ{+1HkC~`M{$aV3d1l)Zc0##9$kfaE6zST) zkqb5FN=DikZ55VzkH2eNjXKMg`ZPH?S#S~S85K@C*cx_EX+YD-bnqV_qx+UYJoWQC@XAZzQBHfGN+oxrxBJOfNL5P zIy2Frx=D#qe{}fs@ew<-k6(kb*>Axv6KuX71;0no z;#A5?PI~+b_e({^@q$Y{LQ&QdyH)9RCkdr&Ce*zU%F(o}MPjEW(3X3$GH5ttd;SEq z>@`lznXrIKu|OEa9=0|2p(nSrB(?bY;KGybs|M7l3CPil zJjJi)mgc*TA1Y2Q|+w{Xg5dcJEm3_h!o1hleiVanXE1n9xK$t*; z8VX;NhP+k+$FzPtl?N-m3AVt6=F?v`-=<$LSQv>*$SR{Tz@7wZ{^l$?7kT65o(t1W zD)=0yt#zn&XuiR?D(Q&tP&m4x@`y||R8*yh#~{#TqT)_9NSN9P-(Bo+ov2X^5B z9drG!qI(9D_1k$CIiPO$(z2=IhxoVzy%iRl0N6<57%k2~=qR2n{y{NHS}v1D zpZtlvp!9faRCe)lmu|K#j_&4K0dqwXUD*-%Iro4zSi=#n;JnfQOWTv{jvzSwlrm?) zf@!k1{7BG*0R$C9e9=}-UJiE(z63r1LS>AdI8qTc^!{Y7L%g9EC7dpvn>Fa#SixcNt|1hun&lZPL2EEP1q9j`!p4EU@s#iXzpd+6R=yWf- zVL1@}R50U~u=;de<2)TshouW6RqOPIhTssI{M_<3FOy2z6N|&~`Gs+;qMBmu#a@Wt zmyAe_vJz!Z9z^Q3DW?XjP;8y;f$Y(URXmerQCWP$=X$2kNv4)~fQ40oPsRY>y?vn$ z!B9%!R=Vj$Hi0Xf6Udn+iko?!ZTTD zPQt@Q>5W8E;w+By3@=;_L{X13S-oQ@E_DI*x2H{Gt*?g7X~+rZafe6F*-AGiCs^(y z0x4RSVRfw9gIpwMAUn8X?%EwzU&`GZFCR9&Kw^&Hbl^&LBf$gB#N&(bv)ed7mj7Q@kFHh`-;u3+3*41HY z@=i4HCAn#qUY!=zcK)~F^on(0cQq?XyRE)VZqS`R$?B`ZV_<5-m@if#IVphz5eeLT zTzBU;-EA+yIIJ#fo8U&7?2ZnNi!sR*ULwiNC!7yHPBHa{=psYYXv0MRip1Q&)q+rQ zTZ{7hi?(n0zt=EfW`$ZA{It|1&=A?GB$g;n8Ga45nBmwpj!Jx+xw)QfT43wa0!vF~ z0riCe#hiNXWz>i-{r?JGH;=~kl>(Y!r!CnKB7R==`W1-6tAtlvdeLjf zfuUW-`X+d~Jo$t&L|>h+s`}eYgewJs8*r_8<#?9r>y~QA%C4TLwV{=m8Sb)9Kk=OLvi!S4>?yL z;;1I88agf&TZ<#B7X8p@U}+p3JFTW#;bX7U_1mk-Oqe75q=W5h^(HTYyX?OQZzZdb zzKJmg?$OI%-{m8{4(mBF3BFLNy3eAI>I9)dvG#R$XLB|5-B|;jCPlvHaugwqo6lT% zA$6vKPJ&opAg=N%I+!pfDm2uHThxO$o>s%0`cmdm-DAS~B((t}OeD^o-X0PK+ybL^ z<=6J97l?zzcFrb+My-DnW5Wv*4Qi|%)MfN--QerfTDgVgZu7Q@1-i9a5DSU4(p2B+ zkJGd)v8yj|AR&JIl1oZ4g+WT5*|J?#?X4-40WgoPgwFeY`IuG9*+0Z8hkuCw#% ztLQm3-cxWt(~v<*f=Ww^*J~Uh^n(jKb3d&NpgoY)?~@>mdY62B16?7U@{q{JT6$50k^|40rtlqHwATFszft~SV;8%s*{b(<5lcH&E zvRt&YKD&mGl>C^ndA0E0LBl^g@Bl{_`ExXVSf;>V+xU~XA0O5Z5pJS&*r2)J6+)u8^?T#f_kh{-mT@d-)z19Ln8#Ocjw z3xjn^IiP9$w}BPA#xKD}Ig1Rmx6r7IICIn@?2TG{w0(t#2rKOLt=Bxck(*Nn6|bj} zSeZs1?)>onogMd?o*)}s$5g}Zw0mt8wz+gPo+%VM{=MBn-RyRPqm?4AU7=7sU?0ZO z<76rBzD9oHv2hw9#^^I#yk6ovsWe(D3c!SptpTMq4UB|Q_T$z}e{Na%zUi8dbS2HK zRSszv18fmC;jo{a15Q5wkEQeQXY+mEeh>tS#@?D(jZq_Fv}i-@P+}{!H*Kv_F)H@1 zy{qf9=Py_uj){<8RV3q!FcQJ5maRmUvxvOd(x8;t*0r zVyhDnl?|P=>+a zvwfCv%Vs%YUa(3_7|d-#DLb&cXiyoLg>4VMtHo$U&nD1P!=8OK3ri$TkLjbVQy4dLYnBqRQW_AvL=7#l;n|*Wbt50?F3N2*(nA)8agxb;Ci_x3E zUcztj#=1aG!|e8NQUYBu7v;2@$IkHk9yYT#%08H2VcSkeLZgpXKC2ukTtaZgVkt6Kgzs(tw;E9f% z*AF_5^e$0)6TYuLo>b`+J$d#!Awjuv_TR&6ECt<~##dIqN5|~4!|i^l@AaDKJP$E| zs$II#l`ddYho)ZqW~R5gCMB+XKsEjNvT!z`tk%QROr}evuhF?QX|bLaAnt5#&#nDL z{hRAX=Bq-Y>$HL@FI z(v$q{V|TY7SvvUj-P!i_@Sh#8$jY*RDN4sD8b?>-{mjiO;g(wh&+%_IakO}huu&9o z-CW0gpb{osNpf&o^tivGEgi>F1Vs{pc5Xf`$Xnxh?Ys06pE92pC_1+|5%zk=;4(BI zKCkE&*m7HUfNx2#EO%rzPoig(t;WYu0aw1zTdCxR#gsgFVG!i6O0AamkIzm~Z%Hb&1cm&y3fqr#1wS!Pckr^|%~ zi|OfT3YZw@lQjA|@_9tIa?&=z%)9NoBS#>rmZ|^|_*Qm=s{RWq@_AuqP0po#rShy)9r~=Q6|W zCcXC%E=}|(5U8fHl$$?jo~rzJw9w=@%qt-;Z5#FjyN_AC_NKv#Y&kl<6UM&#EcE}l zmM8v9{;Z_kt@iWI3_i+xG&jJ>v@eJDfk&J^5^XG&`wtSs+%&&c@3(p1$rW%c_Mi6; zVM4g`s%qOk4K%qO1i0NsdjI;h7yzO}Ywnt2NoG98E9!H3NFskKemvpbmS(XI^?Q7?c+Ww=cdT*a(-+Z%JrLU{}B3FDPhFCY{ppa17~8Xc~gKFYCUkXhjwpq z^Yy%%_eT@74GLWBWA35y{^%^zE>Uf&NUF$)idt32y-?Ai2~1BR$!$>E;fZA**GYt>Pvyj*WWrPP0j;#7Mmx1~g*=&P0vhjZmYyd(D9nw_Mwu_KaoRv^_G(zM%?US4N#c~UsW z6Cz#gBnsUbK?pnj65~*z%GE})3>FS0LkL|VC0w)gnFI+#B)7p7|1@V0&NbP*i*@gT z=G0d~OC*F5NHYVAQ!`F`KveeG9O#XtRXMqe{Ql?a=i#4Esa@?Yp}*3K-f=V=3hGID zHuBbWVioD-qMWh^p9Jl*D_l^xbc#LRX0+YZPU&b)VwCFHkqd%mlk=?0O~J(Wp53H{oQ$G(HX%OK~T3YO-mmtM7q!w^84u`gXKxwsy0MvrAMYK zh$Zck=#6xkD0S0fKD9BJ*Wgg~Fg^Sx7Sp#el?K^$Gf}`yI1MMIgRhIbgq%H?&EOg^ zrpA~1#9M)ThxCg}0Xg{+yq96$pKOmXNqr;A8mqk78;tl9~DT=4QTnk=}&UX3W@FH^76kxo9k}De0QE4 zWWpZ?{rl7KOv8%)Xrpu3%+NS$Jdjm9T0Jm z^q$7K?#sRYBrjI&=lPvSvUryO6T^v5PO$#KrDLc5rcuLB*F@WYs7+xw-h8riizAC? zc~KqCQ!eK+x?L84CD{5+=Kc}R3gCFpUzf*P1;Ra@NdiNO=+R=<|HljhWFMJ%F>QTOZyx<6`VNj35YhoRA2zk<)2seXb2D90@N zQ|WM`l2#M%n98FaafYThAL#U8{QvPD?{Ykw660?QnE~jVZpGXP2A`?<4MT);`8lFf zsoS+EMGF|XRf4lY8BG1L4O^TTBtgkS1*IAisVU#g4TVX1`Z6&w2719e zoURM|G&zX!B1SzF8JJ{nBQfjV_GbRrh`hKX;lAQa(14Ld*|F;Nq8^U<>OJW?aKWh> zzg;_vbnoXt@h#kE39DJNGG}Z5ZA-N}Q}L9{6VWrd^QCniySW|B&?h6g`miWMbDAUm zcsBE?M*j^hu)SFTch2`%DUQG;veNX3Y5tY#4TZ?v7X)4Iw_n8N8bp}7hcx9-Z;>X7 zG@U4viK#)u`{urJ_GS^?c2yg&P(Aq+>f%<`_^9OTjGj<^kx+Y|VRkX{F@h!ZS3 zZ@~?fa{*nqv+_yWoLY;?R{AU16Z8h$bOX*g-s2_!cteH%$#b;6ERCl{eu#Yr?j~A!-pq z7r#kj6m!bh$ZBdbB@5T6IeVvJDdD;7qa#xbqvTU&N|PKHRmlW*+q2!^@tdu`e}B2# zI;(s)SG0R4u3TN+ex-}57ooMXH_8MkkfGvT`4p2c(uEV&Fz`t_t#B&)M5zjM9FHF2 z?afIU&xaq+{yXWv_UClzF5&F`@3#%k?cLpfKY2F%IyJu=COGqO)926K3uGf&itU0N zY)`H$aOw~*FgE*s`t`B*{>`>m z%daVWp-{I=Z{@V~L|u1EM*4c(Ie{>b9bxpxbz@)igbgLqT`6r`@~!=kIX3t<>eOaL*8k z`@Q6rO%XL4UM6FTbFdh-GxGQ7!+XZ+$rJp=Z4-q|Pdy^?MbExh?*0NM-?OO*cxtb` z?tmR0h6^)flv1$fhg%e;nRFp!{6eNN#Tz^umFO{%!Jp3j2`Hu#I@ioZi;xlu)!YU_ zO*dV+=keCtaXeauU7bDU<@N@4%0NT0_1S83Z8)qh+|Mjh&xI;)-8+*>7`nZ1gHdvU zB5p{f2!Fk3xR61MnxM13ljrfdJCrPdI)o^!tY?#y9s;)o7-;&Q05j^?9tkt{B1DA6 zbyd^+(+@N#j9@uzv0NNEXghj!G-d}LS*ngU^0MAt6V@6kRo5i0#=H`*VAOi7eL0D2 zr+Y}iC1^Yv%1RWZBB;xhw{BO`zlWqC@R+!!>xs4K5pS7+7zzEbk&Fdv`W@}jp=!;? z%nyu^a||WcNeflwu<8Eod+zi9ouQ-K+a$T7k~(Q*5v2PxAvf>a@Q)6a{Uy6S4}3m( zL`72Z;?`xe@3XB-E}?4G4UW^jSSct!m-q+G3~{R6ywyB@+t*%@BQ)jdsjxz*WRqNN zjv^9&etI_d=y5M_C<}X?wRh5J%v&8N!0j1s^yjKkLuJXeQc>;Ai5t-9T=yXjLAsbD zkt;^?%+CFC4j_q=&Z|)lQg;t3Q>~$`HnkWz8gzD?442z_gxDC_y*Fh+?d#;V`sv1w zT0GpAcachHJSF%7u>U}$ty$n&tsY&-DA27_509}=u*v-3w`BR>kqi^rvC#hxcO!zj zv!$i71>HtFlGv1wphTUMfAIj5QOe8*jbH?1Fj-jT?*SD%C=kwS_*Ty6`SrVxWdEmw zz8-SY>myZ9AN=$9Y_wb}f}M&Nj;4q&@@{)#ZU&jb&5oB+_j5wBxgln5077wvYtplL z9%q(HjJ4b0T=f7`xMuOs-DBG;bA@l;!fX!BS5nf=eDx+25sCU-SZfJAZ)qVEg4>O} zQ~RXpNir&SDoc+cI(Y>}S-)N4oaN|)M!D$1N_P6tf>=Wv@Vu=}%%ZI981>UGIZ*^9 zSi(I8)q>1kq4QR+@)uQANygdaf3%n1jh1q9!Q)l*;)nCPYG*+nx7Ba-tJVyh**s98 zuMKdLp2=ru)Kz8VQsmYzgo+K}Djx-nACb}SUJq6SmLG;rfDF}JbARe8*MTQ$J*wrd zQCts4^~FmT7N{u}Cg;Ow5nfCrxhMpodF!pjN(?pdB_muv84S;$iC zLnJDd$=JZD*6np1Rfa z9%?luIFtz@GxrJ1rOn<}0(e+kY$zv$vQ0)CKde|+F@b@&1M#{r-$2Rfr)z+|p;WBu z!z=GxAEpNqRdhL~cLccAa=9FHCeV2zUlLuzi|k?8WT}v3VJRQBsvGRNXd!|B;CRL9 zO@rM-utRZ>r>3=i zy6oB`PgH(Oc>g?JJ&@2!rZDpYL7%U zM>&d%5)sxTF^xN(_8m?Q4cyQRvxDw8NKwhj`qrltb>a8z>!j$Nn&y+aCK2_;snikZ zDGeP#om9pg5L80erOz^q7$@yW(<2A+l_^095M}6NX;^Z=B*&c8dTUM|XHni$-n_Rb zn}VqxZl!Y_kfm@ooB%+j4p4Ie`xvgU<~|7ur5$FSC~&^f*ZRHM%C?eM>idG)N*H;U8rplbAz@Ve(N z?`nNEa`|Z)VER9aL>7zevaybGliT4fl=+}c(dz8$D*8U{3Nz$L&H}c?TRhl0OKITn z=`<&&157HZcfb7Vh~1OZZJm;rA*VY3evlTb zF5%ynTc?7BWkG7@*Wsx?Q}U}0?Oq=S`l`mn&D#w<#xx9!^)Hxt^S{E;^Fp6I97c4T zKh`wc2%ti!`v`dwnd3`ep0WLmz59D3=iToe$LA`VX0A=dnmfE%_gT-0l><@9)3sVq za}V%zWP_n(fqt2TjJT?2kFW#jgB1%s#Qw<#rJUyNN8${$T<1w=YK=f`K!ti~vpVrV ziW0haA=Dn!Vr^gfx@SC=4<1TUJH+vO@ro%rD%K{46oyh(mU}__Gm3qj4D3evbrhw@ zKnJqkH<hBLW7y`4e!G0$hl+~N#DArp6?KQjlXm?MG$b*^a{Yd-G&OIJU2 z=W1g4b*F^aOc$lnw84wpPsrN9q>jkO&VM#t<}az;YkJ-({QG;@9dOlAvn=B!8UXI% zTl{m+yP)IqGW((%sU`ZHB_i3u%aD=VDhk3?}w^Vwbor{OC2{fd_cN0qqzkgXSh7l(=FcBD1W~T*6eSqr!-7mttO6a*IVyUZR9cKrzvMdt_Xg z5x|$@6eZL8y~TY_))<5Th9trOf!$C2zwiB>kezz^^Jm z-lK@nxUL^@O=bF~vLGPsP^sW<6tecGGL#mRJ7C=l2RYq7WmZ#6IgP0K$mzMWoM39& zpxtftQO|mgA~w;&n$>vKTXw)XyiGkF!X4qj1{29tOiZ~!iBFcn>bg*-xz_^~GZ8*; zaRx_jBn9MLGE4h;C$`(}SKog7ryM0>qYHgW4y7Y}Q%5$U^nNdOg{w$HUUa>GDX_GK zxn!nzf9GD0@!bm45B0W9ai-6bH!tjhk-cVyDit|qjTU)QIa}S~mhsYXSU-)-2GOa0 zLj?L44E45D`uEqq&( zmS*&l={fVOey%_m-(eNiav!A}OjB~sY|MEpIJ;1QAlz!`4+R`5cW&Oz(3nc6k;%1a z2MTC040ZZ7(U4*|GlKM+kAOTzG_I6XUiJrM z{CA;cnMX>vjYM8H(hOXi1^*HOx6F{sOd7IQ|2LAQ#rUsao?LF6-kF_I;H0vAlWy5I zrP9Vls+$-X3lESX>bRNlv^=cj?0~wzMo)7E!ZXp(8D$4DhS|O-dKOCT@8un*UKT(Z`K7hySP*&MH=8%D7$N_cmpZS5b@N;6t~9iN8mB!bY)pFv&tiP-B^hz{uGhy z_<&`REkQvf+C}or;YlROoP5yW(Wjnu|6UZ_rLeKJ{n_WKUGrA6l?(vHSG5IZ=VbrS zLiO5=dd0Br=SQ+O@XqSu-L564Blx3-q05OK-Nq9E_Tt4t(v7$Fpl3MN$njQ$N$uj&o!m$ zqEUvL(bC|kNbfhR>;HmpwCFNtwXy`?pL%@xs8p~`oy}kOR1GWoIwO&zgp}sv6c-n+ z{xogFEoO`xLkrDoz{N|)Ow2&BhMMkeN{Y8lWeDMPpWo~IZXl=UNN+|N7&$=F3xtY0 z7RTueo+LV>^_`=#4Yko1Dk>!wi?;`1TQM|fZm&^Pr}w%xM!r335UMwsIt$^!XUkzo z+eK9E<}z~SUl<^+D0P3jSO&PP-27s$7K6)tf~6tvxIhTe(u@}bmZ)7T315eK;;+5t zXS5C4VT;hfM#kq6fA=JeGpCeN46~^G;x@tv5yTV6k72oz%@oe8&)8t$5yeeDHD4GL zWGtun@7W0CQ_^ImAw}}iZnd0D%j!*#@<3CXSaAibeP}R zm%3py_ODoQYFgM?CPT^SPU#X5u>`=;mjS-(=u}@wP!Qb{dS_W5NV$!8Xd9SqB(;08 z-NncBu)pW~c)N+wXZ;>v(IEzddEI)CGviFUNqC^diWx##AvaO~hr;fs+|}-&fJ}ms z&=O0?)4|pBM;P?;CToPHgW7JcPrL;@JApD^qBU#x=k_BR+Jv7DJDYX!)a(Y~=l{rd z?K-MIf$y$f6tLC8k%8?1q@`D=j6ugjndJ{}HD(0zZJwj6B2B(8gC4oka zM?6^*1Ol(jn8i(Jzces>{NH}%f>z45=j-;}l34!JSE%>gdiA_c#a^meSOI+m_r(Z^ zLOJata5I8Ubw=47bOR-OZ0%MbvLKsqqc6nggTQlHTb1PQ0r(HTx4vIWZ{&PXzM7c0 z^FHa;fv8OD+Ze~{u|`@`e@S90Q!-Q{d3M^0S#j=-p{V=fJof?civR=Y1KOSPMs*}j z$@s;b!Z-Tp60A*rgmm^>e(niqo2Mj1RL~*G>R#?5n?5<@^Ks>bUuvC;%Hm@zi$mwSDVbsQMSeq@3`=y35>GagOk+;rR!qh zGf>rrin&zo{YQC`DAj$j9(m3Bl6{dKK33PzeR+AL6 z&3D^+SC3L?x~^8cKZVV{E}%%psc=|P@RX6`Ob{Khn3wCBK4HHG76}W-6w~{U%lssW z_ER}!A7#Geml^-)2D2#gZqU!qi8w0Wlk{oNNc6;_2KZTbTk7R4T)-p(Cvk8IH&c9L z@i=_3?kq()Cn=fR!QD@AnT84l{9q{R$0QlUyVNr;E3N+cniD#vZ0f~yO)qr{RvuNm zEmifX^ZStPp9Ay1sG2GfjXjA}A{C|ZP-hgvvQYHv8nC44>*Cip%p4G(1>UCyqVFyS zrPd2L5kmnP`asV zv1QGR6>ZZNLzW-56EJ1zsdOpIw>FEB5wjzGGecc^3xu9-xZ;Uu$-b6B8GcLqjN&=JatQ7Y`apoGNY0||N{ zMB;Pq)tBZZ;s&S}X-C&9jKw64nqmy+OaxBoPN_XJy?TQu&K&_iUsO<&x#7?l`a|Y! zns=iWv?DY+E@`f!k7knZYo9bZZ>1-?i=nW}s&8qm)m+L<(Uie%czLk;N1o{TMiD+2 zFJxmFSjKG=kTCcnoDS;+HxYI_U}5C|y;5 zkJ-tE9T-uDl;m<0(8BG#vgr8l8h>c*FVgRKV_o06uR`V zp9(u~{vPnF_1zzcseA-I1+NvsX}$ukmNj7M23Boqy2qM_Z5~28r%cKfWnM5$<_OA4 zdPTu7h;5zxvTnFxmHz6`s#oEmaCj@lKMROJKE1K)*gWJX|1m8E+S4bvN9hAiL` zuV}wXN!(JarUX#+rV6T1r8t;Mf(D(J48D`6Xyzgv11hazP99V@+MwrOZK- zuV!1m$0bz|iunq5%UG(8+;=H6w+d&L@kyeSra=1Dd`AkE%4x2bKIYnDQE~COcP+zC zGR1aPKcjXs2+gijMR!6klNHvygTDN_>vWuL+5NBUgw16}f~{?n z-s|t5)<5OJD>px@9Lu-rx6iF^{a}>glLX>0F+^au8|RLd%m$CIcKg8RZy`f0(bvE){_Z$uCepCPp|Zv+`c9cmJo{VoVw2b` zfGBwGFO}I3udMpNJwr6Gg1omWxg<)k>(alF-bc5M^bx!{_n=D)QK^jMJ`qCRKxYK{ zI%}Ze?mf|Lwfzl%|B(YDEet~Ss(h@^ITsot@9@InWcI8cbWV<;1bsHaju%`wE59(Zzd|9DMnjv99Y#(a}=AuX5(J# zm)G~bb0Y|Cs6zQ&$eY4bpd6f>gB{^jDY73=D{^E@tyfoPN>jpecS}~}Jtkr!Dh?%o z6mNz(iR>W0Bk9=*=ML8}_{%{os$t5@M)GGVyFSY-xztfZ~9ZcZl zq#qNugsJel_!PV9#qb)~09$FeGbQ2JT7NfI)u}<%#`OG%wi!>avG++F;!b+G z@VR^+uAqFo=xJ|$HGDP(!#UJXoJllCvvsOMAa-u4+B}Z?MpxocL4zPM$9~xNlP7^U;)0D9HLn@9Abr zxxmFzmB7=6-{ZD_`)G)9sW-7MGBxv)-ASpck(MYS0nzi+7p#vU5qPmUq{|Sp7Fed( zpBBcjAS|q#G%9kBWw7ZmcdhmDOOBvtCHpTvK8_C+3?b(yem~y&oz*R(q}tA~-65S3 z?X)m75OAZ=zjG#6$|Xrf4d&$$;?PKDA$)r$hK`JJiX6;P@}9&8#5YISfeMpa%B}nA zVGFNr$%&CC-R0X12~C+xEQ@L!@Yg9mIpi0&hfQs~m_oQ~F#RGwT_Ifm3vuFdS8FlToB8EDbjPp{xJf?Xwbja2MHkFua3 zH1Og!LgV`@0&a*A{|3@jHT)7;ltgi`{}BJ8K;mJ$q~)gs_*|x31)Q4_MOi4;gNEr+ z1`F#3j3)82Zb8W+D@leI5Qyy6&ETLQJ??_-)xgiMU^@=1VOEmwNiJhSU-XXn*z-F{ zNDUg8Bf$*>Ld^V6nCpH(-q&^gTnk=!>8L~DD!do5{$-arYVfjfvc14H04*E{g&$(RQ4N=pyD`7*%v#yLrNPc%-~>eg^^W0x zS zOJ)Up67O^=O(?>SOiu%}-AqStit=g--=yhA(DDN^cTTy%(J_^e@?S1llb$;*fB9qb z^x?xvd)LTUe{YI;b-hzm2|cgA5J+HRlTsc@n;Vpy$UhZJK% zqj2t2zsKc?@}U{0k*KidMCl8w^@D>3PJ{&A<6!J6jtlD=k&Rrjk>~L&bMIK;#zWP< zAM5DQ+$k7$3fc3K@}r6RI>mkypbPQbQdN9%ScJdJZIScU`-lE}xBw{-4kk27`N+#* zoJ;`VNj8$A51z2PC2x>3=9byv5B1Dct$<1fx+TFIQS_E9)Li&4e9azMx`gh1H~m^= z{EB$+y7he;dNQFlG_x{t$yXTIiIg5Nkz588 zSU=Q4PcOGK3_^Y#zU(=L8w`HmJ*0>{@{8TYWw4P9J-wUb=<~2xarn3%Mp%r9`$g!<;nAJEA4aFZ*#pJUDQeP z^|`l{GT_j#q_X$$Im&5SiO{rn9>T-zSmx#3xWw#bOadR7WFEQqd^(Xso@$p0@lti< zp@F)TQ7uvzJ%dD3%9$SImIhVqip>qn9IztsV+U~1<`Q_T<)xo`J+R4HkH*17b|4+X zxKoWJmR(!o*z9IC>{@=*@wKL^s4tbQ{HS9Es64#@uKkF)+xopcfyb$A#1nX-Eyg6J z+$C`}Zrjjx)FZ8 zH6HW_3j@%u(v2n6GLW=*J-R6KY14NBcWqb~^o&$=|CM;xfJXU@^vB#Z)e^DnEh82j zEVdre+i5hd z(utx4Ux%iK^9V=w=?fOCHq5V#)|onpvddyrW}4>JOLDw0ngyb6PiM#Lq9MH!Adl{H zt~_7j$ihe%jKj-a-VT*&K`re6N4-> zYxwP3+vP-=KnufQqp^|Y*sq&^ufF}%e;GPdNPLX-@{Dj7?%Aj|!&9Ta6$6a~@@Ds# zq&YmOt!;7zSs=O5E>m?K%N!QRkHXaq)nJXTbO{yhvT{zxZ1ioKE*W+v8822(8=n2C zyUuqDhW2@W>vvMLA;JCO z29R8wh2#!tadpM$Ksg1u){c4GjNN{-~P+{cUUm20D!lBZ~otP}>`#NKM|gx4Glv??eX zO%0*FeNjkOWs&B%1lJuN<4SY;3o~viq5h56wfJl!s&ptw7Uc$ll0#!Gh?(A;dzO7# zHqKzW1D(<33R=6?bW0XQ`l*8yN6xhML9$vg1tXABy5&?4bJqRD3KkCUJ= z@cf&gx}*=}dH3x6`Q2w^`gu1f;3fXonLuZEcNlr8UNuTCKZ6bOiCad5aWlIg-`>g7 z$Cky;-tl?+?7z9yk0hWLpf_cP{Y!S$o8&jQ=32i66`%e2cKzRl*1LEj-BrkhrOP#+ z%|#TbMWP`7!N>=vj1A$`2ZK;_&ey1~UnL$Oq4_FQD!|E&I@LY<<#s`6uoZ925!FN* z%`+=u1W%5QpC~=hjgfc@Ne|vQs{h16P4w_?gPhpXt4ZKd>6Tb{}^n~h+g}RJPfZs^}6k2t()AW&YRPg zMo4XM-Z<=B7q|RVIk(=iu z)JP&ZKOA_ekB`6^a(mmTWhB>Xjt@CB7cFS1a=J~guN#7*=%UZpcotq=a+pdlCEX zq>F=!t@Lg^OLklY>OyEFLPb^|B)cV6g+^;4N!}05N7aY`mw%s9g>CV?` zSEsC>icBT0F()Yh5qz$UT>JFfFGwV(1LqQAnqDm8B%FoK@j|#~N+x5~DvIB-?K=LKdyPyVy)z z!OrpiQhd*sTtK6~CsyMsh?;aW@?&Y=T3Jt$NqcJJ)fv=Iw)EF8=GfpzX&J~~6ROt^ zUQXr$C!$=&^y-Z>OuDsk(~FJ6bBHDRz1QFVtcnrU$TEX|jfR>Sg!O&ST1bYGx-OgN zUA^Zw90QF>z8|dsaKCzxMD+SNQ_7OefabXQRFlOeP<33R0iWj8kSY=U6Xd)sh1Si> zhvnTyzq+2qgcFTo@2idR@-zj$+z+C5MAK#1NHVLl#ktqkmU_3IB&orwbAd~Ktn&!Q zY7cM9a$w(J{($vZEifTTRt10O)hy`7y~6d8N@x!kM;Emey*JKUcc6fqi$aBw3Bj-+ zqNpcI2lf_;MOV(u51ao>aVfb;XHo~ClI;uE0tgv#?4wQ%A&{KBT6UJU#Opm<2 z?L7kspd#kXki!?Hk45kPmN({&HWpT4oG8Av*YONKP2Pr3I#Du;M0qIT_PxF5X)7)0V00_v?m+If-}Ax{t&s92!m5 z6T};T{j^o+=2a!J*yJ}>J@wHzv^SaWX3a{MsM@`>|yXOr>h+6tLMi~9a zde5&WR@znmPkz3SD{XLaJ=XclHj^9kODOyehUd30t_~w6B4? zcjCO|XU4JWC8l7m;~+XX9~{^hMMku&xed-Vn+tc}r`7*rr$xn)Q}j9a)+(!6{eg=n zSo8%K*A1BW64^f?0-;jTkIhUUyO)w5izzIS8mWz%op2VIGp9Qm^=eZJSKqc!zwrX= z1}?AEGL--gdVsFul8959&i9k;#2E=Wd!+jYjD7BLHB`wosd`kluxvc{txd~ru0w1T z1vJ|uE+)s;q(hzRdiRX+ZOGGeUbcZ$3pI@6)FP%$ZYv{0BqGt0J*5jLFA>BfB%CTj z4+P%#Es}u&Tpf2#9Qq$Lv;ay(sU1P=oK#O-$SQz4JY5#-oXtssJ$7Orc$q|;NqdtT zbG6!*Zwp?1QELCs4Vz{IpcX#WM zeyCk%PH>RLJyXcvjKjKsbrU@(gFfi<70946Q=MfbrNmCgG`Z*`>BL5#vi&RVHtze; zkeKE)?M#%A0C&YxS+LT`L+_UJPG$e?nX5)wjhbmYo7?d2ow=~HhEzBL)W4-yh*nd~ zsLKR0O*g9pD6v2G(g|zM$ueEjk93H6!~;DU@9fgJ>c*tJG&(?mLt~5Tj~y*RuW2+u z+jA)6E}}`XuZce@+|EP_$_oeKHnpb)$;fo*Uxd3-4E(&*uSqRLcmHd!i7)8y3(QNu z%dXbaEC~(;6JWSo7A39f%uoWeqN+HsciLh!(_Q_>o3&IDA!h0>AJD~2U9`H&U#w%L zVoQ&y$wmH`SmNzwbA=JE*r}pfqL0fG8=W<9FuP3Ct|krQGi>~dlLfZ5;uTO9KOR%> z)}vqQ^j)Y~ijStcv>bNdcqoY@FhnfBNH}>K&o<|3dp0l_6+^BC-T7Jd@xlU>r(a)X z5UxE~NDW&v_PUC}| z-W0;f*pH&EWlOWDDYb8}s8lR|-S}eVGZOL@$7IZfZ={Y!Z|y}{4h|4OONxOLe8M~# z&hn5nagjhIBT0m{yTbV~snPyY-9%4sPtL7)K7m;8-iB>#lcbZ5o?AriC-mcCRWRVwIMd+{h^Us+%=6Cp=Q6&z9Is2iMEHVu`!qFa*e?FpNWnOJ*Nvy_AQ zy6FDN>gX=zQjpg!I=8n(h+%TgWQ1b7E?DoX<2C z3IbMv2_lS_MFzKvonOt5fO3>tIMey!(B)gR@ePkcX8d4y7w^61Z3a~jm(;F4kK(9l zu)7z64H%2Ed8*V->RfCl6x$29#lASb?YT~-%;{Ws3`aWDv&#vB8+a=D=EAgbY) z=G|(k-|fTSg)u61$4YnqK+7ca z>>2d^=nlR;`=^BLEN2;wd5ZgxYe`4e19CDCJ%*Y*oygp~2`FjTF2O3!mJ`r5Y1pw;i-~Yha%7wnz8NiOn`2Z7FIIj1 z35xdVO|5_nJGg8jq79+R%p$1d@N&2%W|x}4kK~R4Ra2TMgi9<WhNvzn&t+5^&v)W9S92eYMPMI$dcoL`jKhq+bBf@7Rhs8jKB_{7LS7+Wz6K6!w@s zAilzLxugcCI~N8zFAT}1NG3i4#gukAIRG^dwsabH+;*M zBe-<`MN#^f=S)J2M)rD=)d)2*xARc7M#D$SD%r)BB~7(kGP>ADl&KrY@~VW@vO1Az64yerb-2tG%u?_*fN`4RnIcJM?|q_d;f zjSP9uo^zrMS4=fQ`>k$d^=>j38?^$=uH9UKMb%8W@xwJsj}V{8$}f~aHSuJ^B`X4r zA^NRYO`$l6+j}ILZ$PGvy2vUH8Yi!god=Wy`cl=?Y%eQ2bll{T(SlOCgC#Q|Ax?ot zK`)h4v(#Yc=;BcvY*JWvOl^Ob5+MB3EJ7VHixz24V}wHNQHuGYT}s-9_%qU*qjBmV zY7LLVeuwN%aNP|Pxrq8umIyhp{dbuYXzxjO#``^ETm1UX=MV8YDY5r|Sg*Up|5c&4 zd`n*+nvs<|u2zK5DKlvxMzSi@HSCT2!P>`Vfwo2VPYDmXCrFZXF`pXT7Nyz8*|i#& za+mz}dL%RB>8nQ=?rCj=ST4Et^s&k)U~{hUX4sRfA_pcC(!=kyF4Hie_Fs)KaSXiMe~}mRsxQ zaa0W9SVKUwCRQpO@#x}t*$<1=?QlhIT`w4?8tjo;|Ho;=Iw#n~P@gwl6=KHIg$vt@ z@b0P=z!)4G8x;YV;^4-@_=6dn);NUzMgoVe#9P=BvW`Om#S2D8+1f7 zOYNGFt*Ezu4O`u&Q)D@Uq&Vl;S4Wg>%r+u&9r7~jshp3qlx7w@IK9 zh&QIMZJ3s}yOru9@FOP^p-Asz@Fpq=jk5AN$ROp1n${oT%7Wz^dL|3Ihu}uI5$T)C zwh#y37eF15uA-y)H*t^)go~RFqG?(l9g(C{dGJ*NkQXU)(q+tD|B>cf>H+Wj-tg}i zhaWopSHB!bQ`R;U55@1-*PgcA|0Yd0J4|46QuO^IVwDR~%(R~)+c}+;3*;$S9_ls6 zR;mm`#8Mpw@hjNr501`{jNJyOxyiN`JoTIqXB>lIzWyMq8Y2lL3Ih zcZcSEF7IG=xRvWZClaKLc60I3F9WVkI1U*a$A+9s5vd)iPFg9>%&h(l>ga`*HD zbDvLA0Rf1AC0@yJ`r2EgJVr55npPV}D*JT*5^2dE6OC|ahMvH8)6#Sm4QAc};JudQ zB>Xl9b+b-_oH&V8l;;o#<#450->3xTB=Mh6PypYL|NC{V>E^SdN8e1eA5!2(k^k!6 zg-ZYXJO3mi!(lR;@%P#PF7Bc4%m4l`3vDY{bzT?hcy=$fYv54SKcd^TrI&0wOrG2;4R z{m`*pjLrIi-5Xxz50)O$w6Ycl4=rbWm3^AcE94nL@)A3`0o_9ba1AZFXta1CVH)t} zPv!gdIZY1(^EJm0^^qSyNDCk=M$g;Y6X^_GqaSa-%1WC}V-o>Hrf~TQrsV(EeNnsr zW4vJEOAc#aN3ivJ<5$6>n>IffB@?fyuy2+vX6hnFNfsHUYuMCgg)hPF`9l9`xf&+G z^h0V-3GU+G1>m069>?qkIyFI6i)wwUgI6ZR@bC)Sw0?R@97>tXL{kF!3_EqF-8Y0 z5Ww;{#SiN)e!UfmmXlyank8UfqZ#sro<2(gll7yWJRm;EvDVml)#K!;yqrc-F%+90Lw?T>c zhrx?P!j&<~jz6^C2F}D77q8cKy<>~kJLmBkF{hy=$wEB8D2&EjU21f8w>Kv&v|C;G zS|C!D(Dm0#>zdV|+=J5cEqC`S5DwY4Ora3Mh=y?qskWq&X5907r%J&WW=-{m$GtG9 zM$0z=Us(Q8R%&K(W9hoRM>N3wwMSh7aAU8$SAddf!Sj)CKYaezHMf zVzR3e(N;>}nIFS*k%#RzdMW9HBvT}6E;Y9Di6|~rDTi$Te49Lxg5G9|ui?3^W3}dW zEd*~k#1Vq?izGUj#w?r+m{)>;lbO1TqS?l647e!Dd{s)FS8to;Z<1|@i7MH3#qWBH z4v%=Y^ofo64V$Bi9Ou)q+>Iq+<}qNHz-xDeQATy6h9r^7MCQxyajC|KKhD`IspWN^bitZq za{ZgWkvO3KLhA4C8roaow2}n&jIGitk1>wy+grJk%&++Zli> zo0UhKHT3D?!a@u;A*W(aouEoA?XUUEjLp0$^EGZQlwE`AI_|7Gkxy&n&!C2)(rXYY zZ?H>0g=64K{sA*Pm866|&U9JH2vyArm>eqK@ifq(`HOVl%Q!zH+o4;dVFId-*J$KN zUd^x~c+%zvLW0e*9BvdZXFeb%@a^ z>-(p6CH_qQl}8mXEIzRKC{veV3X(sH4`|HD*M<^L=ReSw&|%-Yj^wyn(fB@tX+xkpIWG(0@;{jt4MRf5bwJX3^G(BY%QR5b8HFD27YCuk;6<+XhXVc(cKq=27Cb9spp zhoo*9&APab8tgjjWs4v&{qCuaipSEbye?!a0_0opYLnKc6qxiiZwjGD!}LffxD5eoa9_UZSw%0l#G{fQqNFBU(MQ8wy0)ylN>BL|tH zEe?4|lyXQfauzh0YBeOU=^B+4m|M-OSz^y|GW&B(+@nmLtV9=)1<8NSqFMl*3ADbV z-qqUJsKGar)Avz6kvUpOGnxu=0|WN z**(wHD4Xot6NOEdX7+sN>x6yxOhjB46i-Yl3Z^8c{}?QvmW`&u{fo3Qhb;sYGOl^d zb8SqAO&?(;!UXYLkG1)cAHTx2a_?8A;V~1POpvlE2Mqh-4E z^dt~fRuV~){fq&*r+sroX9Ak{caG!$4D&SM`wNd)UaRD)zVF-TH12MaZQPPom9Y4iu?pW!X)9UYPR7W=8a z4pz66#oV3p#nyBAJS#&P@`|Zd3bs?qKD@3iYrDPM#aj{NOZ$25luE0{PH*4H@{9Ji zmaM<-kN`pGDy(!sOh8~|I$Z(WX`k=p*X6GcU5J3wa5R6RqK1$btQmdc9U^+19$KAn zumHp$ccUb4q;upTeANZGQrY=BH+;1+y2{4cGb<0$l|0ioCYn3NV&}l&qk9ow(-iO` zJoRg-6^&nC_`L^^As~pdktVk~$r%U`U1~`v;q!j9Tt}ryH ztyYp0!7|&y>-cO+!QLDw=c|`ktx~e0RB_Z2FB1fEw311>az%UBVO`_e-asP*O=&I; zwv;3+6FMT(eA*r45*Dt2-{jCnc2*Z8h$t?gN=ZH$(}M8a)B>I(Nw3U`?7Ug8tLhg$ z*r+JeHwyMRcIsdZm642Ce3CI8c$h>L$2Z{gmVY>pj~LkV`RBE!K8l)8VGY^{w+r@O zul~&+(9<0G>tgFq=uk(Fr)y3Bwq&5q$H%L)7jXW3!D4CMPo!gI6^vAqv0@W!iSaDo zG>WA}ksT;|C$(=%=gsXmix;~H*8ngyM;R0j)c-&yfXgXuYG&W^Z{;ZLwLq12H0(9M zcqP9!ytJ)1mP7esHg!3*FF;Elz8;+DnL0(Wfmit!^nEY{aaW zVJbmL{X_jbWR5Fe+dhOw90}?>BU=$ltJV#Ma+CQLOQe!^A=4{EpTz;jtx*lMp1sQyCsB@WY1#Tw}&zgt#85<1`j0UY)>g;_heJ39Kz`#a42U`}$;n4zX z$reg+5&#Ka$pm0s$MPfa)z|DBL=xsU&FK-^m0;}kteq!~5)`ojS>Aka<=*9kv!*Id zdKQ>dOXyf`6fa4LIv+KW#=PQrtxT)gn?WMQc-Sx2iZykKF(!+Tfg7S85mCJL{PIjI zT0t@uoSbbpZ}5acVB`{Q&Ur;jQ98nlPu;ji?7t1*2Wr?u_0%jrWb zH}BK3;#YJOGj!E^N2nmRGp{}M#L!+fMuW|ZbqU}bEAAD8SxL?adKm^s91XuZt=5g( zi73Qv=k{hceI?XiUKcBc$+v9yE9!ZQHF5^KQ5DreH${%yJ-A0iNC}my9dDm z>7AOfY}36rM&ww_r8^gWo9PD~Ke8-TV%YGgnE}0v5S7YyD1KcYioVDu300zxOw0Uu zXQBre;10rCOm_@HyhEW9Z5A|&Z%rG`nNb79)Jyn}Xw^X^&JkQHtiiburH-x23vC<#~Zl}j$3*`)+YY5zCByrKM zQ88pPo50=Y7R5tKX34ai@x#SDWRR^^(nOLa_4=(mfHp@E1F0g=v8yv#&OYH+TCQxM zS<#K1J`0Fd>-ILv1u1e{-h7pXR1`_jR~Ym}Lg&aSV#Isq`xO!xF7-;>LzH#S1e zwRMnZ#i#QOZ3iOlzdZi?i{jn999&%Nlbin}`>eT?&&>0t^VH_g?V|5I$N!6G^)>z< zQUTL+6r&eAW91!?>5YRp7`-(eK;ODdi zm+Q8{m)~4S51i3X{P-GeOz|E1a>XPniZKRIRnUo*+e~4G^IM0hO5Og#V!=3`7Np%d zOI`)@azRK0qo!f)Vobk9Bv}FOi%lB*=x7PgNiM0Wnq7#t$0*B?Mx2yVtIi_t)tBe- zMPSpla`AegSXn+)bfU=q_C#ux=PR)n?LiCn8$*_@sXdZEUCXyhK2bcfJND}+ttf5t zDqn#o;IY)rYW4TQzDPU*jp7KhmLkYA*0F-fc;5F&siQoD=?b)_|ZNoNtD`A%{oIy+mAm`^Ql z2E?oJxe;Kh97t_<@5xN9t!25~F0;>Lbe{dmD}<6e#~H}*wEJ|UEW&NliyBsng1YYt z{IMa`-j=n}5Zk0~OA%jx3@MT>Am#F_*pay{nHXb}B_M!P+hTlB98TL8A13N=%&<~@WlQ`(X=dd( zQzp&LqtJM?o;`E6kCZi&h$h>u0;c-P_0ra%Wsu?}#iXd22ec6;8EVaJ;ah|%n3uqE zPQEcdzfu`#@vbZ1H3=LGEW;&?^Kpq?(rOr3Fd6L>4II&~XVC zCwgz$V9QF4buzW&QVD1$a?ftpJ4NEMHRAviiz?)PD6jhyX|(cXC&mi<`u%?A3>Fbf zPU?rZ5Cp zWj}hI5(hi}ek_^PX1(TP_djEff0$ZSWIv0)N09G_LO-z!>NuL^)LsJVqx748A>YTv z&8l*{8S;>+ZP&)8Z`w`xehhuK5bLL#SJVv2?T9AkGt7n7QYW;dU^Z$lM037!G>s&# zY#DX2qcwB~3aX|F!mNCR3qGs()wEc%!#js%4x@4<%7yl&GF5eS;Y;6vToFM4$ynIB zIB9NapA0}He;s9HiDKs6G#e|d7)d9>X`2cm$mDNYPiDlPH4~aJQ9bsht#{T$m_8ld z{c!Q;74qTg{lyoeFb5d^i0qB!oNc{T|siTv_%0##q#WY|UJ(kwb1U1sItq2;+ zC93nO0|Crip798z01K(;*%(5aE9iWgvwSR8Bw}7K3M#8!Fav1eJ*fc;c_+VAS_&yw zsU7UW&X8}1kop|e_Ze(cxik8gJSq1Z*iIUkN z%5oFVu8kODGyrJ@fDsOw$l#zu4(AQB-(|4HKkn$h{98kBd#?wy2O_l8S#hs-f7IUa zFs|-0zoUS}0F)s3qL;BA3(_72I(@h!*+9 zato)gY(`0%?8mqw+llXNO{1)WG3FA30iKL^;)|d&CO+;;ooS{q+AxSr2~3QUrx%^6 zH}&F|u;P&cBvBGZ;(R@D=gJA+-dM&pSn=XfEiR&Y!&2fbKEXd8wC+v`P*~2%%bo?c zyau)Wq-_)BEs&+;ecincu(?~MC>edQ(Z!GS5O8eH53WV=aGDc2Z@_)Sey2v&)}J8^ zp>;oVJ>heH+d>S#V8PjAzQMfV`c@Yx-peqENFOReBUL9+eN~HgH`E~Pu zO;NJ>LA$o;tR7qGG)oI|3idU(zIhf@1cZ1DHGfDj3WgF z*1(5pu+~|tM4O+%9UMLXe*UGH06(3Zp*{B1T#jFfdppPFy!zMsKHvt^M@#&%)c@^F z(}%qeEL6G$$NblnLtk}_E!};O7XQ$Q9U*$KHPfm&v{2KKsKtA?siWrTk5Ie4-o?vq zyRi6Slg<-;DE-}IX0)o<(uY3iNon&$+TCAH2LZ~}4{iw9pU%6!JnKL3JLRU7V`z^# z$5}!yANU>FK#2l(U!kZv+yaZPmatKkG=R!FNsOx|sdVT1{*agr(duO=cydH`3V>QAX}lf zs92O7)$6rTE+^)jh9~T4 zwhg)ym!85z31QFTSaWDzRO$)bRa}9Aa6{H%ZReR=2UP8hEFFi6iNdZ_c<<^wl@C}PB6 zf%L*$dO4&Bg$Yn_v$T&B9=^N)yXEBT3T4)$b(g%rMvl39iZ&whYyejIHcbL8ic_5z zzJNK#`9BEl-Btw$oxx`&ERElpl0_WeSiGKUIu0#ybLv9G2ru*k?`DpKKsy-1+Z8Jsj8OQ`j*vi?%1G$ zxMl|&L9a=mT5BeT*4;aJ$G0Mv`kEru^Q!g1^qExGS`WOyT|7o-yDn&KmWz63Cjf6y za_p0aaUBPBI_&j>wb-xM?9OWjK?^pLU=_|lh;yc-wg<^^VIa?WeCB26>F~@;Oolon z4K~we%(o^cK?Bm9mAj`O7=}Ckwg`JlOTp)`bzxnZM(Ohp+3)s&OsE4IjN9`U3tD8( z0AcLA{2TS}=3>gmnjKb*^brI%9B@!Vf<-)UW2l!4=0O*e^fG9SNkPArnEb;BFctJ! zI7@7R_|ESpoS<#s#XN9ILGf1fcTE|37)9>J@+K8Ak;cs-r@!t1#}T4<1Da_O8mDt z$<`4sdFuWnMacX8x8s{z(Q8UIT!|dx66K#SYg9-z0S{RYg1Ysc-Czv2(EQn z7?PAk3;KDvRB_F$==Xf%qx+Qm`9H?ogRR9Kj}|pb+l2W42x`7{vp1eUd;Gwq{C`{6 z16zFItA8)EyWgs+Any=3N9G&yf_wJ`-&X=t2xlqao#?Xuf&J}`$mJ5Z-5Vutd%vka z{3%SzF(3M$(UY_D$u0HpxP#Y<9~jE62%CQg0#n4Mnq>t{8bX{=*DM8~(1YABP8+&x zlE_A`{BqFR)&d(z-Q#yGkeD4>>(+iFU0G6ewJ0J!~O* z*~;`RF|8L9y%!F(_YbyizNKd3lTtqcL_DoX#-ru7{DsLwR*kIE%pR{_}8ozZhYJ#|vy!4*;}!(9>WK7>flJoaHO}8;+!6QA{FHNw#5o4| z+?-dw&O(PUo2BATd7I zB5$e%@8p9Mpc!i}jB1z~T0|hd+DU)VP2xrCx}tBFxGrcF5b_DhA3^Z~4ukB?jJX^s z>arxEKE{|yF>&X9L8~*gxaqPGfJ*HgFnny;6pO><{fXW;H^t3LV#1CHV4@7o0*udH@HK8e2Cc6Dh8A61fpw*(T3 zsbKaiD-5WDictaTzT6YIwV6fd4A7`-mORb=UYW{x%-O?gd0FcAu!O{KT?_5?1MWU- znH!V5xxB^F2@RPZk}4T>jpUGW*OfgewY$N1ObU0>)#k&H%18SI)3r-Yr~uzaaCymw z_M%&6;>L3EPUF*HS&~|Tk!j5|QbFqj!Xun0I{-G8P<(rf$;WxrMT`*(tB2KzLweUe*bElqd>cqazyj~o z4<>)TRnD~Pxfoz7_+N63tKxeth~p6Ujg;t zI$rP{pb1xX)kE1!og@55)K z^yWk5jh4_Dy{Hic5{R5RTT!A>gq}~|p*i{36b03$&8x^zb)k3SEo0%vi?1Jx(EXd< zwR-l`I-u|T(e_UY_~YkO7l|9+PO=p2BQ8&aHHLU@Dq+deS4bd&0{87cu0%D5{pP9? z;Z8FPt+z|xIGDuX_MuOW4nr(Rq?S(8CV(%wUX7h5aVQoaF3b-x|M_D?X|=Hno7kW1 zn&<#TSPhCo%_D37bJ6vvcOws*8`_LKG7lT^AyDCEF>QS2lJSKen(8v|4>K>K^)}zT z74LZd!ydluyRg)TU=es%VRi-F(uSGWW(g}zp1i-79q4ITN$u<=eUDFh4Ah~?fj|hj zZ?s%5_HrTrr2s@2UB+d=#w`|ZB}p4+!r<_NuML0$BGQ@(*$H_L((ZC;)|^~coaVU& z^BxsBWrHIinrWxqLv?jhJT4q9jJZs%@V1SAzKhJHYk)9f;~z6s-ARrHk)e}RKw4bz z52I`8H0#BABr~q4p%EOcY==%$a3+OnlS0&35`CTc6#XVSM>)_Wt;7Ey52o5(6dtX- z@_qs#dt>&k6k#{mB5np$2IE|!x-*nyzU;a4rTqcY@9e>&AZp1JFQxM{=FVFRmzV}d z&Q2LwTrsXRWd*LoC4<%nX*_j!9Oh=#&xa*L<+nB23d;1Qgr0KWZhz1ON7 zf0qh($(|IS$ESK2wcxP3)24+dXPEjWguig}lcj=8Ol_bNhU4_Qb3l zVxt}?32L=2phE;bG<@cy4&x#8Eh`WxGPRo$JDI%-T$!B!i8#{4jW)m*2Q%VD6wAYsP%DYa)8zk-!`O^u@Q9lQwue~GNlEJ%67&s=ZFFD4uzLlXqJym1$I5-Zg>E zAIEY9##<(h>z%2va%0&$pUF=wdQYgBr4^l#;?cm70l~P zDLVFJm)mZApbqNR5{hvJvh>Y!GOE%lmZUu|uk|Jeua;xy`dIoC?W;J68}N-~vN z($lsxTuQ$#rYx>LFWB#T1adufeaYL4F$KIUXbb9jp9}x}{r7Rirk}mc&rV9&+a_7} zmY#nmt6AYU4jptQl!&KN$6uXrzh++dq!&6 zsDZL75|KYZSQ*OeA>?RKChu6*1BbrDxLD+$#AMc<`!}0r4G)R{VX};+740;eCEi#~>6=t=0avLVKda1U{N*$&$ZShNsU^>n(w6 z_h%R1@zA_|{yB59o(Jv%(e5qo5jUNMN(jgXxw&tt3AXls;QA`dJ=$LoI}%$48R1k> zcFohw4#=@&4zm#^GiT;dLw-&_IB(mZQv|X=`TJb8WtduuZS0R4l1dtw27DX;BXm%_ zbrdx{BP%Bu!HB-x*v2O2&|4iDFjg^$zK{vKuXyWxiAj_xW~!80-;7hm8Nnhk(Yv`C z%rq|ce%=Xn)X;r)S4gFk_6lpnp|8s~_Ls};)fzMr^8kc6lm42NU@KR)YjuK*glL-l z=Unu(t`n3Q>uRZh=3v3G&rj8Zig(v(DNT8Ux>n*x()ViC{f54M5dvfsjWhrZ1fVA* z`tYWMi8LqZ=P`rp3%^&5KZ#u$aI=C)-S?TN8uDbt4$_+ABVy&Oe<$wFeB$nnuN{snk%_pLJTm8ZElVV4()gG;NaG$c>M(WPfQ=7G>hL?}nKq=6 z)z8p26tSYgyN-WjQ#|IG!6HWs9U2s~lR&)Jtt|)whDOazrR!STNk1qiEO?lvUh>B< z-7z6>s1c366@rc<)?ClaA%DwXQdZsF8Qp(9dyE-oNLFAzIUHV*3d+(1E-Ap zaHD-%_pcGebYjO%ps~Y>#tH+bfV*6ZXBJfgFMKxI>^K?bngH$wsqwh%`d_-CkJs|~ z&zJ*`US*|{d_IfE1WFshDNCDvIF&~D(d1dC!uHZb_GNYW6rX}W_3K6 zOCvb`IDf&WUiA2HSe?tToW8veGbo#`i*ab(pmKI8!=j=i9!JisE%BdfH_NS|a>x*5 zb?u6;D9=nDZmCC;aSb!VKFLbs#i+!=#RfUtDVGEh94W41nC_ zd;1zdBO7BHyGHYMZM}?stCanwISd$I(^OiM?8CX+0LJHhv=Y{w8si%9XN!?7c^6n6 zrDdnb&p|y^`s-ji|A7*ND4=%k8u>aPQmfm4m(xDK!L0b-KNaNb`6r-TzZlDPZ9e(0 zmrf_@$w`G)WK1>m2q8y+d+<7wd@ ztr~;MU}#7?DBgp~#b-I>3c#fp6>vuD_UU_J3F1LA#WON4t)@X8GY3k1dtFw8>{1SU zyCQ6(NgoA6SJt_f@)AP0ig#E)$j^8TF_^RlBbkDpT_q26oB^>68ytWvVj#&*K8Ko{BKl4h~Y6OVyRfByjNM z?_xr)(g-L|G3NAUxP(oO$0zN&E`uI^B?Y3+P|Czqj6T>fR)>t~s;`CEuTZp6?dQX!TKK1%Z9NVIMt0 zb;T5`!v3A^s`c$wLBn_ORo=3!YH^4Ni6Xz`UWX z-B-^#=L1IGm}luNsv*POtIbjSQ<8$X)q*qB5a8zV2uy#S4B`2Xg7m^P))gP~0^|{ylB_@GMSVf&bOD@~;9L@+0O84-lcl2pRi2 z4}%)W?w%69KB<$N%;k1J&?@5m-8+XTRm2kdDzIZbMxrg}U8+U}qMk+{C?Js~ta(q{ zO49bcGfCHMELlj!q(0VN!PW$uZz@ce?Z?ZR3zKUc>UwsVU|=?ume{9P(8`*YuW)}5m-mB&$bMT<9qn?o04Y<5BrtApDUbXr?ZGDVyd15(3{bxQ`e&gj3YUa zZ!HBBY0=+hXUMNVpP^|B^is3z_c`Qj&BW|$Nw_2=P1|*mD>GyHG|kxVlpA_Twe0vB zwcd^K5^=})ahU#@dhd0C<{wLC5#PspYGx_G&|Y5A?h>hef^erd7g}vBG5x8Q0s4E( z-#pQ-Y>XNXPAyE-kX|9J$%@G|9z~i8X`?aXoVoTJFtPAIIs$XkRzIj-xPEb;@*8;5 zd{DnOZ08iEI2ltPgnxpepTY8$#~2D3H6hNk4J&Q5QObK#h3CP8;dZC}C!~OgvNyWj z4=|GAfJ zi@Iz!I(c~bRm-l(_OE;2SBz!4UjK(Gb))aGS%W{f+(gUiihyXzM-b&`w&$xTs8l=} zV3ST~q=j`_vXil@#fCh5?*T!|{_*LPx6c?UO z;}1$lD`d0f{2^+R($u$QSt&-tbA6h&`GV3qRv;TYOe(}W(dLN{Dbmapt36! zp?~9_54i2g&s)`1IrUa8fCNGXO>q{emaA3%%B=8!G*BC1gZS#LiB3}{@iX88@ojjS z#05>SbxWM=RkM>pcuGIttrewoL5u)^m8JUIbyu{8?Aeyb_VQN1y;=jB=*Hxtx%C)V zTSYLtg1*GJK@g|HU!qMEUpi{y&#eB{UW#8j{NF0YwxZ(h1?n`o%IX2kfA3C5Z5Y?X zHXlhiv@#v-(;L$Re`k{D_BP_2SB}2LFnyNVP#BK=E+RwmD|YrTr%rhtM{=_+-+pnN z;yFsyf==d&nIuA=OMKRqS6kiLzVhm9V}!&5az?BsqZsvTaPiIZb?pz*ex67Q)1CoZ z#M9?8V~y|Ia-LiJm^t;)T>NRwaeC}_OFmL;bIMLcD#wS?1HJn9Y0Ick;}}w-IcVp+ za%H~(4E0?_&+8+6VcA0PSPs@73-1v8^%$MC=T0p%!4hiP2?pk-)QrShl_PJ$teL(XTeM6B&P86%^AB=p*lnnpNq~HH3o*_fx z6D*;py7jWwT=G1<8~w1|yZ3>I@?P0$y}H+;O4>5BiKN@(x!o^{ujK>_yff9b)@yiI zPDwt@v{${0+I4uj%XlS^N74MFskJ4iAdRPA13_AUdxA+Se7-)?JSD~r_)>`=32on@CY7XD8Z?ziSf`G& z%rvPWpl|tcp(AwLlFj7Q#FqX@73J(nX+0gNv@jg7j$D*w ztsSq>wZkwC6zb7pz5QU!=NrQH?z_t`gYgR+EuuMUy)XgI=2AOAzUu5Aml@UwLQj4o zInZ`hN0T9hT{Yj+kZPaE71qV8pgj_{K|K0=OsxCP^5Pw!g^eA=LsK$?YY~vp1(V~d zogY1myl|NBp90$kuN#>2U3eH|D?o4~x3hBBGMbBnJ2>TXDg}nz8p~Jo7h)_uo@rn% zDr4f6LG-xR+YV>NbE$i?ikT36+5K|le8&)-dlamqvgr0JieIwdlUnl)9gA_4y_)Fg zP5L7ayWU!AJW&K`u~ZN|`aPj-v#{PA;fZfY^QP!@7B}1(O7m-X(&-Q$$J*HkMFjHF zz>OoG@>5Wy|04$ehu?Cc4j=r=81dzu1XGnAUVY-#ztx3blkPp%u4-IMKYlg(F3W#B zT*4nf7Ow{a{jaAGQaYz)?hq8KGM+YCX&qAq`KaC%01HBpF|5dI$=~9b0LrTxQK2)c zeF9=$>rje^(TdD^{aK)bE1#=AWn-IJTTI#qgtW*j@*9j4-kwI6gc<64m^@)H_B!L$ z@+eCHX7|0#G6%0Yo#m@_JJjT96%ccRRm0~w?-Cr0NO-%d=3Pz zF(dq~8hPWWbuYtHLfpPDx6O@t?2H)WKhyGdjh}ni8g40- z2~Mn}?-3ME4YbwYWS#kW>i*=_9o@#>1>@F;BFh_nKRcaUQ`pqcW~4h-S}12g3ijLU z-`_uf|F#F%^xO^l%H8AKc$b#ToY9!dcKL3Ctpl(`Nh>q(XpCCL1e4RR7qm39d&tt@ zGgECgQGPG8U%m?8Z*Oiy$DmWG9Hr4XPNvc@!8%rK8hA6NWRYMXug~0cDaFL+VhYr5 z5>0U)SO=RIS#%Y7Q*<=6YfgT&GUQ#p0(Wh*Vn3y3j>07Lc(tZtJ=lw-LhR2)L*1K@ znnh=qmH)oJ=3JOKUXmt7`b(&1-*Qq;#;*l%xjIIoW}NOpSd3h6v6={*Ke&j<=Mb>U z5-uq5tInZAD%0?Bd||kSR95N(kz<6%2}^7?Z(8Q4W`Ph$t!d*LrpvzUjOF%0 z#D@w1{n-k>%#C!0O%^{?#~D-FpOnju6sV-KOC?sp;hUQ@M-cP`3yB&pThX~5&tz1_ zm!+cnNwO(GkvACNA5V$> zxd!ozB zIRc3KX`~~O-3cLeM{{(^R@1jWpz+Y|3tZwIpPoUmj??HYAi06^%J~x6Uozw=)?p*f zhkK@;W4u7L^2HMlK8|7uNAq#xyvbx1zIZP(vzs!;gqZZLXTHQP(77nEz6RDFAt-@7 z8o9+))udZRz{mJu;fwuAKWeq==)Jg$x>akK09xWs@Q%;#gsX4`fKN~XA03y zk(TZLPg;H%X}kUPW1W?(|MQ=$Qaq^T^P}H;*x(!20Zywaba#?q#&)q$oj+W0yO>+XiUMy<6(9TtKpe$&1W{S+NLsfC7W;8AmN_2$Yl(W#mOj?+;Q`Sin z+6-C$pUHb)6RxrFglQHZSl?l2jW=>@7h#9ET=;CX3p4U-|Bj@+T%yzkosvb0+PcHF zPR92=ptfpkh{Km#9k8Si^4m;*hlpiOC%9Kr)S^jjndrnXXFR zz0^OkCa|O4@6G`&UaIs`fV`j%RjtN{6uo)wGT>U|fydQvg_U=y^3+F5J=_g!=k3?` z5(ZbZi6(rHv#bGth|%?4TGVN0*CsiW?{s{^V$a%UwX=K6#w2(7iWGMJvPETH15sLp zzt{AlW$wGBtSl}&b@fW5STR;X*W^X)gMXgIHrz@UaH!X^{f2VFmi9+VV^rPVz=&FA zj>MMDhk!@l3Vu?cc>5Z6PCjp{>}WiY+wZ12CJT`s{-}7qb&?#%Yuf;>J>0R?oCRdX zw(L$pgk4&AEjOMNaKHkLG$%LAyba7bz19ul)E%bqisU3`XGX22luHm)Zj(s|d+|W9 zVs5r927}7na2M)r$1BZW+N$Fb)!gt4tw8-Zr*4BxA%;qD88L!hu@k`a)Ak)^68%-9 zCIAF8Q=ROEH|S!V7-W3D==%zDGMw1xaWOp=pmE%_BlPLrFXd17-4?Q|FB|&6NC=!G zHcHfpo%h9{WAjSc%z^uUxZQicxyn{i#AwysSSQdq?YSL99o15&oSYZ~gn{nGjDa z%ugcHAecuN@j;t#As4v_Aq95M1|sRQNvkQ!0eJajTqk=LM%F-x=mS`M}bj;nUOh5ejw5xLn5SD-*dQvg8$S zUTYs*>&m*ZLl&X~@!oN=|8!2YZs$XNec>doFJA%$QIz4F4P$Gy6P_5*;~U5y#y2iH ztNf(gpU-DXv@t5CSN*>iiWoa*r;7-@mSeYLL;{8+4Rr?3(vQRS1CrCgzB~3yu0ImnVEKO4ZuhxfYumVBni%5 z51PpY0*#xf6*i?ny^({%^+*Qh%++(_cm}v4I|Ij?N$c$PiXF~Sn-~fCgWzZv?3N{? zLk9z&oRo;>Ry^15+=4k?+A5y3?nqyW)p7M3@xp>ozt?wrKTA2ZMXvAv`OZV>Soq&h zz^dxz59zjJ!uecKCFSY+*WF7Ih;aX3AhK&44gZvN*|y-D@B0bAHuqpmP0Hz)GvKKx z^4qfVeT*_Ibtp)An!Ckgd{*bpaM<+lEVZbII{ygnn%NEm?Pz>-Y=6a~%GJ0*>N(i4 z4gpbZkH}N4Iit~?%%g7#>{pBXc4)tOgxTlbUg%E~x`VreAn6eeqy8TNH9^Y0!;-y5 zQ)o&da3Ii=HM1-OHx$vVGt;+${_xbng9qK&k&$?x`Hz#(i;`~=rR)&ygeP=2Q5H}F zfh9-{LsZ3z7$ra)Dy$v{wbCOmFJ``3@aeRpn~aqyW-!HS)xgq_8CdRP$Bx~9|NZ@f z>#D1+@|iYYK`j;+5y5JhAW2YvvL0<_Zi@tz0`zQf+ikanrayf6usSf-+!5S`1?ArJ zAupMVV%9AK4xyz&PkF=grLfPD ztgo!?WK2Al)(AHs5xp`PJ(2)#~3?tLIj$e_ZYPyFH#)eP83CW88{VLxBJyuWxI?tRN~QG<;1svMC$5 zi?rGDYBpJ#HK}pY8WI@DaSYGdeZc=^Z;}^T2!Mqcm>=Lesmlm+MN_)5D+0_>dBI9Y zUR`$|RpDdF_CL<>=L3rC{?;cM;8s-9R3RF$4AQ$x)xvv!Lqb!!SSiP%wXHiXe2 z!?)aEnUTxA3#t&+A(!I#4FVq=!T zKm$c)gTt^lL`=_82*nrOXLOD=AMqKA!jZiS;O`df$Qn!E)STt?`Y=^?{>_HajEgHN z;PwN7CJtf|BmMd>*5k-Kvh2T?3KZoB|O0G_*H`y^k;W<{}El(EFQqpjyo&?FAc z1@8J~OlBzsUZ!X)haEjo-SDzTW(O-J$r62w1 zM|}$F-@i!5eN)|7;>@M>#R`7>AsEU+6gEw@LsXy?)Kdy(d707(Z463HF3_aoy4{7dSR@VLzlmR^)O%!M>(a;zG zQ4KcnG%Kh^Pbs1V9WOKtLV!=<;h zJ7KzmbdPZBp?7r9J4`s5)f@$m9p^?z3P-;@fy0a5X`^)-JFI|YOv4urvn;)Fc-Qcy zp)cBifOWeO4m~b38cRw9$U*=?35feb5xqf}>gc9%R5C`OjF=HH2PitT>5ejg7a)+S z=^&mTA^4hQsqfJ4940frdFf@^or^F0FhystK33Bsiq=Of46rgQC>j7Eu#}Fk5(@g+&wkdO zi;@j}oYhLJsvPlAoE#-6JArIkQ4~-?>@mB}i?9vpeb&!teW&l4#|Qp0@+H2<9!ojW zBpA9FeUgBQH|0KpfMz#B)?8mIiINgwPA?IcgEaBML3BgaFpIWXHNknLEF-0hIUD>H zvt>1uAe^$M=cqUt3lRZt<>J~QEP+D+$kF1$(YWhr%xcUGF#%<$R-P6ZGc)8~Z#G9m z5s_zx1DwcY zwfg(j>ez+$8e*$Ql2^?V z;2B$T!+QGKtiGV*d%^f(1HRNDNSuozjG!0uIHzN5U#XA!OS8?RP!iG8+YGWW#Zu4B zikKBk2pVbj#3-*;vujFpHhRds%qo{y&}j^)$SoOrE8<`w^eAiXM6r43DfyZuo3+8}*_iS%OFIxT5379wV=6vk(YM6N zU}!i>1d1;Xh?z*pqGnXbTz+K(auRWrLOI149QZYl(xqu=_O`Vz9?F$lhAbM4$F)OY{W5}0AM3?znZ@uNqU*7_I>-Txo>C>lsQZn=k z{Q1xO1onLMgs|1q{4%#xV5z`%D&T@Te|4=^pZnbBT;|(qu4RXY8-b(SIi@)loTBud zlTNnoQ>Ho)7-&uajvau`4JVb8!EwRf0pjTtW=97;0QHOsW{U-cqsIdRJv47RzH#&Z z!iEw8JwT2QAJ6bKPQTtD03s=_ULf?Ggw9)R1Ek~&mc2mCf-OflX35MnXq|QA_9sEj zP;-_-X50yh6()uRzBq7K9J%;R`^hJt>`(3pVOH-`ZW{Ur9(cgdFY%#|HgI(&i|(Ex z1?MwlfM7e=9rDaVW58EI%;wuUj~HVlQ3?%g8L@=PtcV2erT~&TS}b=itRy81S<{2+ zz9~v;iWQCf7Y-T�(*@A#;SR;C>9|U%vQnHTuHTT0`T@9z#$BnX-5L&}*EZZsuJrWeu2CS3?uUU{VtZv{mOF$P@7wuIi0pbmPQp&|&! z-h++3=P^}ifPNI=dB*o6R?Qo|_bGq4#>=%g-_2LtkbD1iJ$k)j?=u_^y{c-{+K@=9 zwqC?G=cu!S&_ohp1;o=(K{SNz1Vj2Zo4a{Q(Nm7^fE1ZMOT~mhwgFgLdO>A`hFE3? zCS$8m@tM(EK|?Fj24K%dxy))JT5ePB?C$dP2#mNaJ%NY?2MFW#GZz}$LrBgb z8~xTz(L`i3ptiOjv&BNY;v34;tX}D)CU@k^&Ma1p&9-ym+~y=(Q+n=PIF3zAW2N}Q zv`Ne|w&)2}QZcQOhk2I(nK3~uINXKCLF2CY*mkANTVVP=&g$#gLu1C>PzYN{V`ddv z2(#j{)Y!1+TOy+5ULvhE8xa`@%78DSlfijdB5jFC(jeS!K|nYft0Ounv6KY}N}_lM z?$ZD%7qDlfCpX7c4;&d&dK|b=^2L*ke3l5< zV0=yK=~Y`4UNAXAV}mn$JRMvGGCNp>$x_ka2<^~z-g@`xTU~&ZKs4dT5Q1hXXvea2 zAZRQ_)K@DZlmdum*6tO;CF8!}LxXYb4`KYZ4ahhP5pDPYAyG_4~txalbw(4*ve$%+7{gioVqud0+vS}yX^1QL<5)S&UD)UZ-a8ue!o0WO9j zsyqW`Q!VBX5U{0Tz;Y<%i-2l_a+5OEQWE&uD&n@XVNQWJo}GZS!Azw`#!Z2*5=oYl zFYrSpSSZmv)C>b*j5F0{{HJScL+Ef zIyYSDu6Gx^=1O;5=sT}m`;<V4Fppn>d8I0 z)_Y%I?=eX~oi+0*q~~sm4KIDS62u()ZW9h12baSTA4j5E=$U82S{?%D}v_ktkn3>uq+W-7^2}8sq7+30b4f? z#F#-7*TaS<8P7ACCp4Q1ayKu=40y3u8T9b?*5mzj-@bibgq4~SC4soG=L;5pgtW* zKd(Hg`u^AFQTAAS07I~YB`=y@52_JMBm1RHrlK#$zYCfEs5fKztNC0jAkBgDK?>*XlZ7Nx}1 zM6JjGHE1*}RnO2AW0>%3H0>pI7PrqISdv-VNF32nQkYdqwcA&~S(Z!dVrV02t^&=9 zc;>WixCjcTC4)nt0SjLv&~Rsin7s!UfF`(#l#y^thN}gAze01l3D~K@C0wi-nkoaT6uN${20o__73BIC`_zjvzYO zEKIX-R3_Ou;7;`P(@#62TrW}<$P{iuGvg&Y2sqH=MuQ||O;8c>p)pHftk*E)1&3Zl zW&|1yhw$kk(3rx|CG41W*zy$!l)SuFprNs$*I42Pgr>5{ksJr~9JW4m_0g7pd%}Q= zKn&*K=ROZn^M>@|qCtbC^@7g@!}cL14YTx&S=tZE<&NNw3B3ROzxLW|Z5v0uyNSDe zPX*j9*rC<&D6Y-nlH7}86ViThRZBo-fR7^u;T%md1K2LLlyLOz za}jx=#7q-CN_>T2sh6)|DG<2O1EjG`k*}Bt6ZG(Twf)MatB>5S6AQA?jL`!^6JZF3 z)Bc`+^unHoTxdfTwoGg|iegG?cFVi(zWc{N{?WIKZq6PIer*>RDcgRD-#G&dm=AJ$G&L30VL3nYe=ZFt* z&8+5>lL&!MS&B(Tee$|1`T0=8W7D; z1H}bqO&N;_7QTYRgiI-xKww!`8NTvmiJN8?xMSSe?$kv?lO0SpEIlI`vTPWdVJCn0 z0z(lYL+Dl_q63^uN#TqM&g@|_Hl>HAan}fD>Bm!V?14b&IcsPm@D$JW5;}D?{Acy z|MBzmU*=q`{$jOyVSWXEZe@Xd|7&U3bHsr!Kn*LyqU+Vc6u}e%W<{4*rA9+-^$Jp6 zEHwy*wKSXip(m)@IlC?Y58$xejK5jFC;-PQZ&sD!N#K~Q)D0y_$&6k}d5Ksej*Dt; z`BZ~k9q1X@Z}f~?wWzlAst2( zKwltRju&I$G%lOB4PW$FI%M>`*w}K`&URufx~Wb=*S>$KVu!f!C961yaRJy>!;$Pd zDiA-4LJ8;MT;kd}++^bqRhj*OJS%0dWGqEu~|&?J6c&QL>arD=OvBMd=Ox!Szy9&BuYk#3fnS-Me@xNGq|5v77B4T$)KY;R zR$%AvzYZ&>mP?-Cgmi&B4am*`=TFV7%ipYPpT?O$X5ch7ba0W~N61baheopmXNcpj z6OR&(Sd7V{j1x~#=LvU!?hfz~V62&<gS8cr}G#f(($cw@epc@>G zDVPpzzVwEAW`sz}MR8z4Aan0FWayn2K6f&AE@Gia#+GrG3dPGT4ST)lir@*>D!aui zZ;KlNHp}5EInuGgbr|Xf3oXkl`*7i--o9fnkNUUg8#= z;8~)DCfFgK$E>M`8DAyed+)us%>R+2KYiZ$>($D)!GHOuYJUaGpF{Ef>sw>n!#6CR zs6FF}qUNaL(DM(58gA9R`pC%os;VJ-2DSliT~@MCA2y1t$whey5E`}t_yRG-7=pwN zDQWn!p|L2G8jTRlgfO(?Dn{;G3`0sdElq_L*Annjc8)>82ivm~nI*OoVa6T;97zu15&PJ|!d<@S@^k^Y_31edmmK3P%B@sX2q`_+=mvdwiq=ff6_&CZW+(e|%W7F;p%Ld5xr0 zNi#$vSX-Uk%ao;Yfz#kn-E8|J>gn}LBrb+RkfmlJ#ER8s0W1S98e~@%1ikh0Wx6v^ zd69{~w*v^!T!UU+y}q$Tz7nzNln~lcgFh(t8o~m>WNEJwghS89uxa%+38hkWX&cg) z3jz>;gLTeuM7YZ6D?Wu#}XlI5%H)|92)g0^OLi*MpErPN<+2f-ttva zMIcZrrow8X^P*H(dOU&Sz!C@p?gUc~TY!2tW@+eYGBdO{WF)TCaHb&u4;e9264XrT zTMo<_kSXm1Ak0cRV#pAf+3nSefpW#ulqN1>zyJO3-+AX9-vax!^Xb#4UwiGfS6_YA zi?Bb3W$P~QzdL-vS=^TjY*B%ozyG?fwayk7we!=N;M{Q4Yx9LZom7+^cTNU+N0~d3 zL&-7X4A0T|;FP9uLh9K#sZ8*<4azqawXICUS0%ysF zOOFr&6$>Uk17{i+%7)>%zqntxzhF`nIAF~(qXAB!gzTncs5fNb$VDC#tbEPnN$JRu zBi@p{3%jGS5zg5wA_GHA=EHt^ID||okX%3kiKkdJkPY?R*|5i7bBn>#G3y`&OG9>R z(6bbxM-c*imJo1YHUtD{G=T(VV=2dD2E8HV1fdylL5U50Y-P>B5G>l&Sl;RZ}#W?%*C;q+oW?riZLod@sL#)#kH(_7<*8;kPuls|}O8 zDW$_uab)4XW~ka`<7P^$T!hv|2#*b+SyoRS9(@IU=%I)FlKI9PZ@l4#8!mXu{q$<} z)W*xyf38;kDcGgw=RFtg-MiOUNZx<_Qm*acgL+R90wIH>lr0=e2*?@}O0D!&8+mn$ zXA7jfGzxB4YZBzkz6xirSFutqO&U#o6kl{Xngv_#dePMxAaJtP*E4pRAgth43g=eP zl(GX9*W+tmJ${3tGz)=@9wszm)xVZ zl|F8iRskTr69BkydfUVMpySsW?n6j-4SF`h34wo!gDPTGGAvD&U>O@mgA5jb+rz3o z_Sj=S6!lT(YHpWZc9}nOB#<-H+0MPzJ|s&@&s~Fws-bP5CY`ap_Tubq*SoE9xh0Xk z{{qyc;0@FQIkhOg@Y3)FC0UjZY7F&|l~j+jLJ{OEO^wiXr*4X-S6d0Xxe%~b0oRni zy+i|CzD`TgZCz#LWxr+L!l@piprstR{f~o6+Dlf@6b(L%HG;;M609Cu>9jf!=4ws< z?Jc`SFRqQ2)dS}n2Qu(jG4{*k?5zUA8kfApWk3d{8LCX&+HU|U z16OK-Sr?{XKKrM>{uQwP%$YM@fxQTO`4vdGef##cN$NeWZ}Bj{Of3~yDzL2z{8`?A z9T83*=bPTq;nGf~CukiP&H*QYYoA&7g-!$KuxCzZF9QdZLr*iManw7$*mHCcvFY@1 zo;ZKZio%P&A(=)qxNNjAooS9o#w>fHGvor3mnaS~ z#~n<11j3L`J!6)_x!JiX_*Yc!v;K`LGb99_#CWIbBSdu%3bC*b#^ln&sM?F|JdZpm58M-x?BIlwMXc!Xc&9bKv+Hz?0yn2!W zs|iF|I%>jFc6_}Q!y)v*1K%x4vRvSpiXlN1Q#06|auZ;my+4Y`4 ze8S(41Mk28{zHcj?b@|#^Zjde`D*pA8!uDGHiUD3dFz~^_hmnsK5*cGcXm$>-l;vn z;O}WC@`{Ou-qQsFm{?+LWi2TU?Gn)=X_lFaF)$@N%J{1)4Vem^_kz~otP*4nc+5hzj z5cmR&TRVrBm9haKnBpid1eRO?3WS&`Hm3Nhr>a^+zZvjX$Uc4Dr&kYetdYg~m(?`~ zuJJXEw-1ZrNfN%z#tS%D8%ZohM%54jJ(*H=LJNwvXPz{Y6&(kBAZQXF#o<_MDp|ya zWklI<>z*-WHo&vwn5O=N+;ilm=IT?q7`G5{XmKeGRl}nDUde%G&y<(dfgq6d6{jms z(d;EXeQ11@B_AVJOp%orAF`(S)ttSfAckau6(@uMwo8K^ z0(XQ>8S*j|1%Lb5`o^C-o7S2O8Cs2(q!4D=Hp^Z0WP~Ru;do&PP;~C1U<-jeSXp!d zG8SuuBS_p`!(ZCh{7^w4n08bgR2Y=F^*BfYAPsOsW&(jFw;LU*eJqBja%n<~A`872 zD=q|tA!K6(T_!*b1wsIR{N>2rlt=eC@IrvBhocT=_4EkHS5jm=#pUaw@M;EGam+$i zs7^dXmNcNU_~!TQ*|Xk) zCF0uLvuDq_$AbC)miOOnz1=LvO9i&Bz|P-)UDqyfC#U1oC9ikMyV70eWT!-@3Y#?S z8R*S2qjwZIlO5C!1jm|VhsG2^gGt|k<~(t9)SNc-Ea7OBWU!i`IXc{&OQxU+syWuo zvUhg56S-@|kQYD(5;4Vv#yN(w#>T;gDkUcR1THM;F)0!F#bOUFRseBxz&bn;qjc_3 zy2<*jteccO7e|@$GAm7ufzbE^7pQ}p#*hpLJ!~0-&sT_^y4hDrXl$ws7sk9a8R4l8 zZk=X@Hswy?)+0g9P=o0l7EvzTqe0KWlwL$b)gUlnOpl%(EVdlE8%mkIUKHGVnPrc# z=QowXic$zY1U3)|@YR-*B^*PRgeU=|VGK%7uXLE;LsK2x*)6m$^*k|pJWvys$Pn6H zZo6XfqRa(n^#O$dZYr#i*@!M812P1@==p5Kql;H3-~Rai*L$l+n!|?=f8{G**?j+6 z-MR5T_3UcpznMJ#!tmdmx4Q1S>+ZPYjz=DO#FxmRTpAu8#-omi!ij~splvpkkg*EL zYi!g(@!O5rAV0EWqk3!z3TO&~o?}^aWMHV5Y^hPIlBS*&nan_|T{sZ1>b(1=-B%vC^6FczzWJ7$X)K4!)-FPWuf`XS(C}s5 zCa=_@<0Femw#ls&Vw76UIZ{q_oEw)7@q+(nlNkdQ&>QMMv}LS-gk+A%mEwaC!bd`~ zEG31il=HHba@U)+H}smzfkqiEq7W)WfMa#^>?t9rxv4Hgdi7B&ffR(jC_=z-cG>xs z!wxjdl36xnP?CZvC?SxdK#sN{C{ql`mcWpp_@Y>dwhd$Ll~-P|qw;NKg>&teucGQiWlz&KQzCk1df;5dg`j6FsFS%J)y1U3EKMNiAhU9C?g;M$@C0l#~ywHVg#{}!C7Al_LAe;`7oWK586Jpx_w zC0msgs%^sC^*4uulC-1@A=MG^#HmakuQRiXM&w#ChwaV#$EJ6N~_yV2a$(6b@psgp7s*%@A7}LI)Q?ET>t=I4|xFTlSrb zB2pSMU_8T5KPBQtqhY0oi6IxUss_w)BnrE&6SKo-v7nVt=y zA-#yQ%aSZKr4!zpn%k}q0nCbmyb$6N$`_8u6442mD|@mb8$&%ZjD@3gn{axw)GMGm zvlmgHJ!L5{=9LQ#N~V|<9gce+GVn=Zs^N8y)$ufD{@<`+EtXap_)cv%4MMp_S z$Ph5c*4{(I?y|V{Tb5?kO@bQQ%owYNp6DF%=wW%&&81l4+(LKVJQD`gf{%A(V= zIm(O2FO3<+8x8tS)hA+Q<3 zz)#rPT{wi*jTxcPl!{4iRsj`FQxNMbYgKInwBig1l+E&@Axm6uXdU&6$rr53D2we% zW*|Cu5!DdqYGo({OOATr1Pg5yn6U>%13^=E%fXD7&RhH&dLqfRFbI2@MXf*3OX7*$ZSWA4iR)CuSnE|krd8Uq^3fmn4TQyLOLaVH}Tq$rN}4r+S?raH@O^QwTzCDcaNg}Srn(%sSRe>3J!HvhY%*x=)C2-A4LE~V!H|pM#Lc$1 zB9@+>4Knbf2ZyCyEl_pVw^A&ntmdvPAA9zphdKN8aCN(!-L~92oVU(oSGwNO;cPVPBs6qrcOaN`P-H-0 z07N4@0nCy)0_Wn~(0B4UTX->Z;IM(;Q9~XP%?jrX)B|Dfw9#wK@H7R}K}th#x&qP2 zG)^Zi<^+V%Aehx4IOry<`QKxf9X(t z0TS z#-#*mEM01+9LRiXoOKjL<&U2h{mJ_X^Y{96fp4yV=WdFs3uhAb~0!VEg2_{$;6vUCYj7% z;f+5il!m4nQ86(F^@0eAi6&lnVT?wd*WT}T^`USMt*1H{JS%4TUElTje!f4}+H3Fq zJkKdSj_iet*qCgI%%fM;b&0h#c{3v$C&AJWo8a%UZd z=UU*xLeS?LMnk1BG^Lrs(3v9!AcwA82VHQb(*jVwdI5q}=*i7MJ zZk7;$z>%;!a14=X!q77T;}l>HZHi4^T@(Ov@x7i6=_YH48H@{7;vtKHj0c1LES=u| zidN#lnN&2I8Dhps=1!A!yO)WfD!F*wYW-8p zifPD1+3_=RQM=yV9}#L|Pz@`ETxBq00MlAc05S$WWF+>0S+Z8N-PU=L0v7~DbFpw? z$}#KqfdM~9qSY{jkDtsJLMHGF@8ZkLQeIYIgB95L`>)H{rR_j=GjdPyV;*Oz%iLk>@Noh-CCCo6 z?k1fKtU6N6G9&{yKpcz?D2D?RXN#l8G2Y$5FgB-0v%CN}Uf?@e(1MY%anvE!U6_Ws zS+)S3U6@71yA<%~0fZrPvgSY|;}MuM771U@Oc)HNa!1Lv#%Zp3ain9&uc>51HwZ@` z!WuSH0B-ai(qtq&2Q>`8ri3?9&rLj1s0?k1)TYp4KdOwn}b60HV_oPb1$n1^H{PL50ogPuFjT3{IX zG7DoEry?#E@R71W4W?amvC5uz8f7VAVX}?cKZA7lr%x@BiW#zo_>YUaqgVzy0k!E>8VT zCtrB~W#M1JT3uPW

    }<5P{0wn)>I~9o?|lmO@YY>)!&A)* z9FBLQ*O8D)Vr!4_MFT+h&$=$W&Y=8{zczx!sv2GM3fvXrm#=1X=62~BqP!gF8PceI zNqN9ZwpmiS>e)TH2muJSRg}wv#9kH*g2>QyEGm00pQHx0IhC9hpJprPL{9=`aLeaSQ5b^tQ1GRn30r^Sf}z zP6o+x@%ov^9UahG2d+wS1SR#}eqOu~PwAojPw&3+$`(v3NJDhqR$ib9pup}NU~Ri) z6UyOHqk+QdyYU}S0DQ0sNy0He9-0(a@2UWkwb1HfV1vjBs=3Dnn8&JE{T%K}H)?N5 zAG0Vyy5M`3JE;qr&>$_PBAxdMa3Sy!KM9+quI(EWag!eaw9afZ{Tv?lovG=rJ2mtm zLBsOehzXs>NbCvxG+d}41Bgxa<67!5ED?+cOL)bBLIgYsX*saI$&Qmiim=CaDs#y= zBV5X4X2~y)k}zCy==Rl){8D?3EI0A|?zv+91$&>H-y4k{=!My|vY%-?{{70LlF&_Hvv!tkGi_}46Zv)S4n(jkCyqC{{?GbLi3Q2& zF`8bkm&o!^kznOYToD8or4e!rZPohVljGtIV&ff>zVjzV;xklB5*UB4fihb3#e{Cg zMeiiC#rRy!rt!j(CwD$gzrB=wzKFz5v0xT+q5}cpo0FmXt#av8At{c}*QMg4mGtmD z+%45K=lx$~X2p-{~ z=$$2BD-<>n43y<8$NuBHa)P?64j`4}F>OD}NjDV z(SfDvv6G(}PGNun~+mO~!KbRiz}~O;?H!QcPLqfa@;a9vxEQ>ONsL3tW3= zk62YDUmH&x$?kNaIA1K-O2-~c4j37^U-sIR{?GcFunK^abo~*orj2C?A4H+KKq>uUo@y{%I$>b80$| zL+#<~zSL+{M*vOiFu~Y!loew~qa1SFa`=L+2<;f>_+BMvRDcSn6a6xgsagNarI%(O zY9jgWzHW~Sdw`&z#kz5ZvXjFx^&y+S;vNZ}>w^_hR}6nFs5<|$%b?7+STMxO`y^2r zpx@V|!lN^vUP%bW5x-YKr*owEqxQdkr)nWG+ zh#3dXDmGn@K4IHvRn0>@iKC^kFO?tu%pbs(S2@%^ zXDvt8G4rq#dVcgqPeiTG$a3qn$*1&$xy~H>2bywb<6|}3U3fPwhTr~Fe7>C&b7Jm+ z`~JuRf)rcIE?B(Itp8VMNMfs6OJWT0it^J)SA`1wSU$RAK)ss?RxMWsS7;)SXwBv5 zuYUa6us>4;RcTo5{O60b;o%hSj~wla)cB9jLs2fu(btUFzyJMHr^{SkpENvi9;fl) z9xHuAEiTuZ{($}kG5$SsYH7m@_nV`N{e0gQb-YqEFp~?_jpzT0X?MvqH%`!|(Qlt$ z=R>EUm@2(~^w&~mpjT{E#)XS~Ecn`Rj?lfLOFU2l1f7zbP}$ji_U+mAUfUBiSQ-{B zf>QI_;U7G7pSQe%VTV>~vIYiQgyH@qH;xD;`BemRzE+8Juu5hp9U;R< z3{EY8*baxJZKC2XxN|ISFlQB9qa@bU;xikM(y{(w0?~qJ(-1{87kPDTu)~V>D7qxe z)BX$b`HYhNbJ7#eG^^O{;EK(-`Wx>0jF}%gLK52BEPS@$hFNTCj`2pRjC|y0QG-b+ z+Ri3-E~9MNo-3QG1nKmw%HlNP(Gt;90Yq)RpLsBM|ID3V8)=5$1(hn)y~l0cA;_+< zfIKIJ0#1cqlTD26E0MxB$66Sq93C_cdctCyrPQSf6XIFinRY|8+Bdbb!X;!&1LcF% zSKi(h>j(`L614pk=P}BwarPMoRpbS_9WY1N$GYJsepLCT<7mSV0K$3C`dVK;-;YZS zXxnW0h2?`+3TssEuZQ{Qv{!?Ryx#G$X{QHSZ3N8Q{%F5|xfh)=L`d?=-}kr@bUHY( zKPi~Z*kLhS(~83SZGbV?fvXu7ES2D=z@O!#xU;a?pwU>17#}4fuL!NIJ0@!XAH|tz zm1+$ShsE{q_iePH+^oc2||-k$d->6iAva z*;%+nn9IJyT~gz}*Og+v+^cKxtPDH{ zTo!KBsVE?kR}HYBlMbeg`_D?$>Z%fp@92VV)ap5Imy~=U*-`4NPp_{3D4@-6ZkXPMPOfYkn zZAv1!Sq7Mq`Wvvi$d)}YOlTz|I^~S^Hi-e(lH?jz$cHgV{SQ?2r)OC1R3;sd1^C%} zJc80a5hI|s9IqFvCa-*WGcmz;sh;v-q#oQ{loP!rIke*dxs}#XIg5$g} zX+ZZ{^m+?Q>E}0&g~fR3^WWAbj9;iO5EBpQ{f;=`=Qc9L6~b-05#c|YN+X|lDFOTA zQ|v)$!EL77x#*I}jIDV7p%_61!>IAh?o{Q;iy~;;-<-M35si3z*!qq`-hokzw75S> zrbGc{CKPf#L%DNc+k53RUlDk_!KLiSEw6uDnC_I!mO06HF8V5h(P%^Ms0i|-)pdz| z8*D#-Qd;@LYIP7$Ju3}BwMcu1iR&SP&%3sWHCNog7G)5oq>TZZ5LJ&D-x2mSfMgrE zJOd<-Z64!`HfNAeE2|9JPeXIQI8`}v)uGA;G3>dslN0~$mILNY8CbaYMY_p)+n7`E zXc4iRDvplK>noQK2d|oh0?fC9Ep+hr17+Z162q3{QLMTh$M#$ffF>11>hPd*M}<3r zbNAx8^%Yc)wFw-D%W0&*|4>~L!zPG^GN7g#;)$zRrTOg49||!@Js6YU_#4PGBS0Iu zb%hA@cHjz7o<;#Q@1M-gskr1?QhnZ1qZ7B~^y}VTo>OOzSrC!PxzE{l?pAA$9|QzG z7M`zMIHMp2Kty6xeYOz#U3R(bs$gJD!ayh|ib5AOaZqv1J};fko+kkp9XKf~O#JPA zN)21_vcBW-<3BD7J*&GH3plq^PlvRoiT(FnbChF}kH0*|^gYXb*Ck$U?8@#I8YPuc zA1Qeq=Htk(VY6*hvQAI2(JNMOQE-Ww!`srcy&WimnS0cN1j?X%urA_cxQNZyvemq~ z*tHtn6e4yrj?6h#3rXoN-xMhfcN5t=Bhp-2raFQ}mq^NoMYcJwNsWuSMvBOE@$2-> zA{Ka!q`={LW0@eA_KOP05Ojp`WZeGCB0)G8&WvSNK%$8%%4X2CS8KkL^2vk_4yg6D zptToQZ~D+2#ZXd_oXG&ca4)LuFrWf4~@VM0km3 z3%-8(A1Q!U->0rk^w?6C40*n~(}`6g_xE!u)TLU1AlQRNrAVgcyjHOgA!Ci~> z9&qRBe}xLaVm?tWM2J?W92vg({bgLW_x5)m74}CwD*yg`u44UCuK$0(ln*&!m}hU7 z$J=kTUbW?ve3C@gPq-n)Rr=dyJosVvd!B%A{P;9_1CRI0PfsI6 z;5wsP4}L{7xRRJ!b`DR~v~8kqYLKKHBibt7K?{p6)oBqyi?^MX?a}he39VkEsQ2H@ z+eo8p=dVW(*vWWI&5VM?MVV%154q>__`NKuhDnwI(8_+!%F^yk^08ZUYQZJJBw;q) z5ct@7XSpd}?kBrOhQxtl`sG6TOc<7-U<(|b=Kxe23qkTu4w7iSv{{630&8-Faw)3a z5<0Sp&23x|ro^5nv#}{^bRCi-m4;;Q*kn&DsD63+PJAtz+}DWc{=N4sYHGLV{V}UJ ztw^$s1`6Ip$VS0LJo=MUlHK6jV|^9LegLTtcZPD?Pvk3yT3#zbU@P|DU>0;vGp}EJ1I?)&)Am~38_o$A7^R_%-fbrtm|a|ka;l6327jdBAB;< zsQo@$eiY#RG=rBBYc=E;>g^K8Dt`B>5I_ykBfe>Fkj+LK@ra75j{RESo{tzVpSpEE zn6O0tCEY%HTzaytL!MwXEaZrrCrwAb4vi#1_(e3(R&4>!!d~I!l0oEL@}^%EQejbB z1#5!s0DxPeNfU5uPt243?<2PB^7(XjRTqbF=8(Yf@}a!$r=>Hsk&{ahbW|h;lSagpWxiyKWqzlkV_x6-@eKKUV>s=BZpct~ zf5pi)XNgT@Yno}}`tz=~`Y5N;FMr1m`*NOmaKx0nag!_O(t0B4|5=@i8 zV)x!Rgl;}D$72w6M|D`F!n<$pw%AMcyK^xB`~E{MOb+jNduWjBsuL>b6PC`Y>HpBvR^+k@-GA6QJ)x6jrbP zax=yi#H*XqnL?>|)P!83*XMCMNy7jm&Sb3ICo_4S*j*zZ9qs!xOf-y=0YjvsG6Ktv z#>-y5?;?W<^jL;V#$Jw$fck%%qJl&m{tIawS7;@(m! zoh3l~yE5B<4}hn7LT4AbxsaeCalrL4v+{jM#zUPs+kzaa7M4Ag!IEUw|9?p)sqjKl zP2(&3BcyVrwg35OygulLjXxxi}en|9VWvWd)cn?*!Jz@l62yGZX z5I>XQh0Byma(2+NtmNrV0Fw)D$(fA}X_QyLr6`fCG@VaMC_3QS~E@_V+WtsOM{ItwEy;(*Bzs+0=72$Bh^>|3ALUa9q(ymr5>RL6^4UUw zG=AMQ^+5jY|9T9bcT>n%x7y@_5eJrHpSbGA2S*>E@(ykx$N02S?sCpVVy@YhY!X&> zqnDCnf#1PLXG=KLt#$gH!i{AW>q)5(4izyu`K5#rep3nI^RzbMS^wKxLfC{ zx8~rDA5Fa@uj?tHU7ntfAvZneWb7tic)&WosN9N+?S;I)_O-uVsKc9sHlU0{P?LaeHF%q~E{fRB_dUi= z=v-fq{dkm}dugld%a~%;-!#2HVwkjDip9>7R=vJ=?K!d@;pD?w!pdOzDz%aFb3L^o zQBA=0z&=BIu!z>lVyI~ukL1{Uk1oyVq-b_wWwD#wma$nN8P1Z$lQX5+VjVQ1!|o6g zM-lz+ssI3GF(;fI3~VY(mxt$fO6b>VjO0i622-2eOS;)AQnfvD6>3kA93>&&2pBJrM z`Od+CWB@u1sXa@H_ELlcXlLTyyJl!noCi(&^qM44u?(=4q4SpuCsNA*Qw7a1v_wc} zYkRd-Y!3NiIx|NJ&*!+9;msL9GrpRYBrFRt!NFP5w36DpI*!NVnqBjzuJ-!3g*hgz zw$@I7ZC0r_Fu zQ7wFA;ubptH<8R?boLEK16g|_hKtQ5ntkfSuP^Ky=^u)#SK5yqxDYED=8N3g;V zEaDf_V0&`&<{eK%tsF)!$H!;?=P+B|onG?nPOZNAo*7-%45*-*{ZdzVK1#oSml+@HVUT7hM9aKm_jhDL;I~Om1 zDRR-e()Gsw6q1DP)81cY4!{>;5a#zD$I>~+(3$|WnkHQBmJ{WhCb$ZzYv3KyQSbE$ zw$<`>gm*vOqY zS31C{AE64pU!j>{kpM>;kLEx5M{nmM4;(FjOGC~J8cB7L7%zCm5xTYLh1xEq14R_= zWPUn;fdq7o$w6OR!wJ?X$$Q3qabR6`PW}c@in4GXlYNn77jpb`8N7WwEdlf)152F1fbVO`i}D<6EL^Us8QBJl)G6&NHW)(5Vl2zt#Pkb`uQp%H28!`3|KR!0!VcJLICZH_kRZiM9m z3GaE81%x(Rji0G(R#=KYb99$iU2T{LH5a42SI^*dH4lK*TP3>V`(#k*gtz8-_k~H+ zPgvKK=+zdbAusSf8^H>h&NS-=j$oM zKgj^Pf#&9*o#LC8IeZ-e*1;LIOQh3227dqa`0aPcU#$1|H^1KrmTGhR&wCBUO=A!8LhVvnIIPH z&`pJ;HY*_N<9$!_Xm>M9fFkY>W@zCYutjApr8;JPybb$s5^&0hW9Xw@XiiY5WfQyg zexYC{($#+(9~yOiNB>6{H~vY9Y*65%z5~qgE5t&RLOCeN`Ska;!tRv!$CR7N(;OJA zLiWR2x8zKjC_#Fo-?D8gSdqB=^7g-32_oE@<73IYj|5rd(Qt$gVXh+p{-)%oxnCzhYzS^RV<)T)<$MFouE%ZnL* zYxw!uwJPb7o^$`VcZEG`>{jMqdh;~4RPaf}M1keR+l)dNi<_+<%z&C|RxL!F>(sfn zq^F6}Qtkw(2&W4m@rfZ8Kdd*&`^yIaU)yXHTnt ze-RNr{bW9Ppa>#5S*(?_`r+oxaKI=pI;4#eFnY%6ecV7Jf#m2Vlh+Fd?6gp`MxbdK zS1vj{Tu>+5Okw5uJZe_);`#4f?7!7FONH;Xxfx#5)PSYQE*5|EBA9%WQkOHR7QgA) zJX&+Z^vdX~EE8appllPNZr>-jg`#@)g=!nzpJ`WPrBH5afC>L$`ZegF+HG-h5sjl( zXx?IeJ7squZIQ~f8<$tG>FjsJ587_J&E~3BDD=j^1;(Gn$7ZyA{!t_(r2s1d6^&&v zRBc*IYYkfIU%jiO^0U=?|E_g=i)e)H2Ctv&F=zcn5oMzZ@xJWQc6 z!*|9wWVOvk+6k7a<@ z6OxMB3jDAZ7d@am@OcJMrN(I;j$fB&DQfNNU!e@GI*&R(_)iaSS^z8=;5^Y8ln^__ zeAYVcjulX@9X&X9^jEnLR+|Tf)X}5){|5UA{@YCs>@F3r>zI&c1rHZg=G|JMYOAI1 z`p`t{7NC);F^aI8V>{-4Oc%voy?w%nOK|K?h0>-1Q}y;%i_2CzC!i3J#mD%V!I+8= zck282oez>ihy|lZAvRKUQcl56+!$ZKjY)31u{xv42o$~v>E`=1kk-qde~^_Gd{Tcjc z`Dlb-^73^p0Mxcx?%L>DayF*N>elD(AHVM8og?*b+)zKj0$Dw3NwFC;G~1nO$ux;A zMFbqur39AG=%5Xeh_UPPCLJ93QC0p{ovkaTtOo=q={CFJ8+Y0K>>VZeXX_$OW{80O z<4sL|>4{i`x;lfZea%6$r@msv6HhlldcqtNQV z|5(cv!|(H+9D5h14`{4nnMRvy;;F(GWgb-i!d0N(KB@&*`PN0ylGO97?JOO!dA<}3 z_&76BCeu)>?7W%H31NJ+Gl<}u`T6zTpL;L7+}}V`9Z(rY@(3AdrN1vR`w{`g@Ou*f zwi1zea75ZRvYXT#y|J``}^*}T@L2# ztF#-(-=HSsB;$a-@4ixE-+Wy6fBgLJr0%S+|Mvf~ciq|Fasymqx62LRvx&r2rI##s z=C%vOxa+CA)~?xJ=BwX@b#L^3IA1`CGMoBSHs`fEssu5f<8*r|bjd#r9-fJ@GRppWGH*8FIb1?eqY~=} znTc9+xQjA50IV99 z1TMy0zE502G+;-ON(jrmu_T`5^8l7-cI7IOJu6p6`#7;g9De6dXBKCQvVBUr`W>{e z$gb_f-uGM-^V|=<+xj#KXcSZTqNhp{Xs@Ow8zhwc#U=P**Pi&dieV)ZRXRk_UQ>;p zZN{<5u(I&sOc<#D@`dUUs{h}$6^H+g_n`XW3A?^F zdp|`JUml4HX$=c7db#Pj+9&lCgKX-On1V&!S6j0D)+DbW+8y=fealCzQ)RC_KoGlR zo5k1^VJ|&dz4h~zPuX_8`1$5R{~%u*o`>AWwRzn}-hiz8^H9I@mC@(#qIf{Ud|2`S z2*W<)Z9IprM^X_doU}_K>g%>wIAXV`McESCkurWiz3t@X8YCYI-~n#I_XZS9Nd1Tu zX)7MRe-k&;Apd@N*>EeOzosT$I^Mr;1Zycv7vDA^TBavkWjHs-^=`~`bfittY54uT zuX1P*zXmGAECeP@X=%D{$D$>)l<=GrE?pkwO-KP4A=1JH#x{mh8Lr=;yb_s!pY7lw zcGnQ#mB>RlTOCY0TqAj5R>;m_y_w^rtnqQwr^Vq$>M6shlk=IceGAe&{;8$^`d!&1 z%T9xs_%=?fV9o~yaADsqsf-l3!H

    $zu^`VjVAXB$IsNdJzjscl16C@g-xA36W8V zLB7h%A!D@|W9<=r1rQ=XV>!V`MUE@HX;+35mtOgbkn8E=3k=ufWKULDabxn)Jf8-z+FQLtsvZ$ zKFGss;YMtJ9(mEa)R%Iap>^~uy2?##;8{J9GzE&wjXzx0Y~X&!9~$K>hzvY9n2gap z3~7DkRZ=^V2p;0>TKcAP3Ug9T07kCBz?X}4gHr)aJMF}KdMGPlKCArB=tLxb+GWtl z#-E6C`~6o7dbsZOh;32eAl|X(n-}@!pI$DAr>vq?^Kj$!05l|w@1Y;qnA zBgttwms85woDWkD2_-onb1F(w{r36Ze*f;@z4qGkd0qF%{lO(h;ZO)h*7yJr%{~AV zH8|=^OJm%oWddC8LqHRY& z+;gI^3yQ$@P3~{TJpEr8k%WI;%+ldeGZU1Mp@^3u30wa%JMaIV*^&FH^#X6@wQR^e zVLCAvDehbK9O-FwaWck+%r}527AgQp2mZO>JnmdGviMi|w=##e;2}p};$Zmcg^t5T z!Q1E5Ux^K~O84uy97ae0 zC?r;ra6x1!8~y2~+19UhSxXO>UaRvk4l&2@$cFXAL9Thgb7jd3gItC!5{5vy8PfWi zBSf$BH1%=G>wuqeR(>hd)!b5yZtzn?M!K%*wQ-Q3bNFj^qf5k+;hea|Y6Ei#yr=zt zi-PJ}dsS!{z=3X2jZZLBNtbr8C5TxCG~c6s@diHe|?ql zkBzi{72VJWBCrt=PTv)RFw`#nu%R3YOBL1;a@5wO6NY%MV+rtC&o$JH7A!8;n1g>R;7AoBwR|YrEpvj~|uuA361W43PYTvH-i_d-GhD`J;wzKCskS z>H;adP*=p|XwEp~Lh^(hx8&&JAoJp~E5H~W>s+-SsYFEp4$vgGBqvOu3ViFP4n3m}7CZ0n zeo!QHK)Ig9{pu|S&Xu>`|G9r8ZtVEr@59n74;8b2U3b8&K8t>M+#b4}jsN=LLv*u1 zy5W<%Pudgjf?sRSKdkfe&CI0=X;VvWMOCn6&di_wlsElp6W<49RIk&y z19@aBsERpSnL8Y4N(?NHu6V#&m5%#*B9{nb884eYz0)}%SaKDnyvGv_HvqCup)~m4 zBndnQt`ZsNwp99+%Y!Eo1c^N4^5p8tpdbSPn<)YmS!82d@L~{*@f~rchc_n>rp5Uf zoo9R)zH*7^bCxSO-&O_g$BM(A9hiQ)`rx$w=8Jlh^_bX`M;2yn&KyTr%NamW!%_Hdw1}O82oQc`t0SKaIe; z(Nwct2I4x0imFU(7W9A#Duzc_UDTHn&Q6MReo{cN-k7C5EMp548QEZtul( zighysO8~^p4PqN8Z2cSfQVWrWHMx^ZavXS9&Tr8?llwgTBM@TyKnfj8i(c5A03YY% z*_b=a))El0BH7e_vY2Mpnk+dKXJ*37 ztPBtCB8&D&={Jzna}g$*~0J z#l#Vx4`D>wHI^->s;0-JBGKF90#9ezubclYd%_8c5yNy9zPJ(+gq=C8-XNR64S~ZF z!AFm(d%hO5!_0G*1yleVV%>pvr~`1Djv|9bb5!_)n%9DERNZX3rPjl|2)uPPf;q zSj)OCq7&0nCY%-EyH88KW|ZstZR7&fX<&>qa<9_u!fG}e-$1VI_CrQ$fGJy)@(Pc# z*{NS~YfMcWt2PH@vtH%SD`jK+p8MGZh^B-l;GOH|zyF&nDqtAstGXw*!to0JX|6m| z!%W#`d%|MMI1`i?z!oUWAV0Y>$xguSh zjnDat&dbG_i5VbzRO0FGY-VAZu1g*w{gW|=i4|JwQUEnTI)Vd;cqRhXUMCKo&#n@C zS7&37wCa^b1kLovt@0~B$RY9$+X;?Ar{0Zbzgs{N(af>gce z89CTvpAR1qU}Gku>ba6DJRVCbA!oU@Q+@4{_2gL2n6#ykem?R7MZp?q#G;Vt+JhL9 z(#)f#V}1dPIn6KhjAUKZw4C{`v41?5Wc+B{J5f$qE$zmt6x6V}l*=)h_=Bn?0l2IuV$ zxydc$FlN3*!*Nlvv&H8=CAQi=;{78p#eACa2oROfdP=7yhw0)vl|xV-h3Jg3NA+?; z@6`g2Z{a_XQ-bW2ogccKAg`LKTzks*1Un$ z{WDJ9q>0BArj|a@X%0s}s|}@C#Yr_Dyw;I?7vOZ=Qb~;R)nT$A-J;e$e<90nII?W6 z=Z&vR5SPOE2V21kI?IvUn{qyR!3mre9!562+1eYGZ|eQS(lqq{(?4q#he{{T=F>Qb z!)4)U*c@y4%}@EpaZLz-=~`HmK2U_-htuCRf@Xp~h~sBV z0Ka2!af6EA+{(5Ya5Ql|RPCj@CJNWHK-8qld+zXF)qFMD?v<%{kKuZYPGMu6>l^@F zQb03_K|1qoo~whlA3cVcQRzt$X8QwuVn^3s+~^3Olq=`yWioHZqma+K&xcwsis)@! zV7=66dsEb4EOlN{`-ebL+BKa;f2Idw300IcxjuRUZKDtv>al24c%i3hTy=pya#TV2 zk{u8%`53t-=>nAHgaS?sSbd&zhENGPHxPHl@^zRkodqec=E`AdSJFM}pB!@?(b)<= zDE#Sr80H`!GJB^k8!*Ro?um%+k2QG9dbyR4RQ+Dcsp{y?I45_;gH8J6p-D0^QF%S; z`;#vV?e{X57(p%Amov1&h1+sr`wOk7=f8~~t~g6J<;&F{z3Yywk|~gO?VHR{m#;I5 zhA(W~3L9<9|Ky%J5$6kz5%6M*HGKk{7#F2D&HygQ4+C^;K4-HEGrL_{&7w}ESt)x5 ze29Z5)dsB-xm;@8mi4ZvhrskzD>mQD`lvY{6t?|AeLv(l%9Cs3m#i>^z~5pq(r4A$ z=_GEX|C{1kD<3;BS=taUP%M+!;eRrfRW%lD#w20bnki?XN>@B<=mE}5j{3coZ0jBA zY|wiXIG93BtX!Llw}4V=BmYRy0Lrd@FwR|p;!-LZA}JR)o|6UrsIfM;OCo*& zo;75OJZW7RNOnihr_{j@1p$O(mR`RMo>)9HIiK|$Tcfm>NNg`puJd=%SQ^hwLn3K^ zD!M@K2#@+}LX)Wm7&qr7h!`B~JX1dj@9m?F&DouQEYi%P0e8Vs&(Z%IZ%9B~_9sr7QeQSN)%zGGc2hm|Uz&g>yO`AC- zk6~!Ihv&gkgh7CL&~WaX0D|AJg?QDHdai68GFCKLs@FUQc26}b&(Cfyek7x&|1kSeZTJg9Q6z2x0UZ z?Mp9;$RELDFI0xc@i7AAYd~2>s>CdMujdN)B7r`Lwa*eO2Bow>J*`_DZ4FBtOL@m| zu=epOT7!rAA%ocacI3^4C9RPjANpFlL05!ly{*#tX~bIPZOEzTMfSeb9))=xfm71* zW!U>%{gFieI+nigyWnCpKR5-Wed8BfUe5IJ&GbZ$bQ92<;?Rn=QVJVIXb zK6rXH`tP5E=(F=gy+=gHCdnOC9gpZmHRuX1$M$Z$F^%)+Czo6*FnOEWac(Jw zTZZI3ZDat1Vk<>=j4!j|eEwG(3@8(U zJV?4?)pRm4+u-ixw7nX3!BKdBvGaGu)j!)GUj@jC8VZO&CbTy*a)v&v{QNS0?B~Zh z_Sil)J^Js7>6*&kt&`9R{>X(b$SsdDOEPR*h7EeHFN8vNTh6VZn`Yj=F*Uu#EJ8;! zIDLGxNWQxz(?g4jay35h&jnPaV??*epbb~(N(mPDRdv?$$HtFQ`Ikc4!Trj{Q8H6^ z`g?TUsgG054!*rpIDIX854Pr z+$J(`iAm7~kl@XE)y!4*evxj<)pfmD5PkZMAG6!XDos*=kUh#8lnFniioO7tkN6z; zgh@RS>mIHS0*}D3Vv`fo>T8Be2+3TG4*i3X+3b`_ZpY-ST#ax{@VH(l_A>9XleH-m zRhP{mL8$dY*8PmJu?Wp+9`=tHpExA$Gx2Lb^P#^<|9$QiuOQ3AosVgx`S< zYH`=D%>7cwMh=XWq5{KoO*D?yqXgm(I}C&`M~43XvFFl)n}2=#nS|m}ES*aLu?n3m z`&npPy|Y45FRi?=vgzi#v%cWh**Z+7ql;~?jIVP%n_L(swL%Mj5Lx{`@`Tq|##ulN zrs1zOTzj-Wjd}xQ`C>-5Ze#0nhwagLK0urxcg0NQmM#uCswW5U8V>X{D~*c#Vk2ms z?CLpIwe*PrWx{HnoFYa-UE*=x2Y}-3>k=sCBt;biUk+pMne1+Y!++;Fy%8MR^#)dK zcC?{FKx@JMGW$Djq@RJzbS3@Ev1UiimJGqCqn>7>fw5K*&NIIXT2Y}?&m(LY1&i+sjpp(g>YYqOM z;pC4ujkTA=Ix)pFf)_1r#{+7oLZe)RE9?#9_(bNpC>YvMTMF4Ql2NC989+kYKbXv8 zW%E&S9Kg+FJc`{7#yxkSowvW;9pUrwBC2o+yqf8Et!7q^qu`&3Y4)ve?O@KG$rb7x zk>?TDzenu!{rC5f)^nsMKtlYdID0yvVA&FUbO(!C?fN0~YneT|@>^l9vIY8@1isPB zaS|{mpmg+xDBv!BNmjm0D$fT}pTaivHGz9Vyt$wxe^Ac7me5WFrjHS^Ygia7Nm~R= z08w0QE*u0GRJk zJ@^Xn`+x*ZbweVl%uUNXyjY-Z)3yKY-Hw(IMm~{OhPL$Pj#cpf`}0L+PhwX5*)_ZW zy?XAx-jTd@M_AuwtL1J}03WU3T@AHcdH?;{4&c_EjmX-J5(oXAV7w*SZ!6_Y|1z7J z<+ySCizhT{>u_L{n!wjN@acK(;$sGpOtf85lOY#sjM4EwS0l6-*gx z!?^NB&--Q10pJq|UNHmzxwV1nO;#z*!h#Anxra4y+wDzdlnS)kqe>12qMa#D=JF|*kR=jtcYREieJyfTqrvG>CSvm6)l4W;0F7$osGIs zgXv^#N^C!Eo5eMg3*@ROTDf-Da^GBaBLGfVe02C(Wnij zar=n1)EK8j|K0R~tImx#--$e9850<+&UQx2|N0oDCO;V*2ytl$N*dDJJ39Bug$vpJ z7xLiy>J#yoEG+V0F_2hR>Gj1y?J1a;3RFm}*|~9n-;?kX1K?;2)ztX}Y^ihmdn79@ zuOwvc25vdNW%2AmU|Z!>Pq_Pl>5_BMaLRK}Q9b6{!X(HX7o;F?AU^&Kk z{VLDH#2rAYkPp*JC^Ms1*tT?OL%ddm80+)=GL@yHC!7V-M#v9~5h3?!>%z{aD#sT| z%g#V9w^Bpkhjmf+F+!2Ml+9Y3dWHJ=M~Uc;68^Kx&aAJ@G+8|c=r}q$l?>Io<;r?p zKQRbm(FVlM>W}V5<|>j#s?Bm>DieRTB;BC@Oj+&y`cgBJuKh9cDTFZ`r?khw1>Vc} zT!G!qhRkQj67Y+D_snUsrxlg*)$EBt&zme`C864!WjRD0^<5p!UhcV_U*~wlo%`;k4OdJmhK@wH@UYYMm(@P|v5h4%izb<|a z$=@u#wH;r7Ta{lRWkd*)Z|3EC=D4|=M+3EYf8C0-%iiU*4iZV$EKJI7p2@@DSxGLaBD&l8WQqk)jMm zdpCFkpUaFnOBOkOTQP*T^klbjx_-PBUT@LS2)tQ&d5T{C`Ae2g_WMvLLxf+lEyl@C zJT}?t+~K9$$@3k2V~V|#l^ADTU(ZhKX3_Wif1qx&mnM^vOk`78^fn-Kr<-32OkcM= z`Fz7wS<08s{)GE;pW?yu=aUxdm(peXBD2_w1ZX|&dhK<8Y+z*BV?)1^k|8g z4|EHw$*f)A%a3!$A`6PDv?XQ}L)9Ld_PG9L{#08Mks6=y1iOO$wXhuAtV&0nx9A>cerfHLu*TJm0xGvj@wu|5nbAi}$K8YB%CL$mbb}JG zrp>q{U}g|wk>CEmRTMa1zn7pm&j9D#>B~mjG+JpypJNM&v<1fj9giBmQEk;2(sU-M zbic7|hnyOKEct=uELZm$R=zwtOjgibZ1rs#)^Zt$2j#R)9t&aDA(Ow37zVbdEB+K8 zY?t}gPJFZ#yy?^X(t<`m{HSV`(Z!3@CZvoIq&r(5R`FoL1N=Em%*TYM>hsCA2^c+9 z1%t#y&a3H^M6BX~zHNAI0-ZU$kHo-k4j9C}S$o?BJuVzYzzX|lEaunG?G7+kXH~1C zw;CdAS~sfehdEUf{Dx+(IRWgba`lymrx{zU?x%6j&WU_Qdpn1!L$_B+?bu4`x$1H+ z(-Gtv$Wlx(`2sj6zvL$yK+or<5g0;X)|NJs&E-IpB?qol#} zlb5Fuw{ij!ZKCti?Pv27W3d-E|IWgCaI-3Y$;ua~SE>~$v3?c9qg%pL9*4>=+fJI5 zQLe=rk5%l{e^p;sp?$4GZXfJFOJGr>Gk>ykN+;`8?Q(L2hrrZP&G|>8vWCmC5lQFs z@1lGl^e#Yo)KjtmL+7~XqsO|4Kv$)=nUPaXaj$op#IUD?i)kKcu(~ikxYW}``wFCy zOOf2Ml<096>O63JWC6z2flBHJNT|_CNN_^gn9Qg|B{VZ26V-)Gw{XW?gh<7R zh7=^vT$xp?xCzv!*KRFLIzx5mi$26XT)CrHjuUm@&J!onUWu9?pUd+I;7{kXQ=5j` z&=~t;K-lO99>I^C57|^Nx=T!ljX6SZkecoP-w?yc+Js) z>r=gmDci>B#Q#bjV~T~J80Kb3MbVV>l+>g_J>p6pXNA2YOv|Uiyko&nM@*P2=Upy( z=8m74oz3TPkP;rcc2QI_hJ~CabW|xF=I+)d^YhBm!%TNncA^Z%isibFil~9f?HQW7 zyxxnT z9#XG*DE5A#{_pML{?HUP>A0}UCUB{}Wp#1ZV`2E#PTOngs@Ms~y1uQ!{mAe=#Lu3k z7fCWpVs8@OD^ZI)alZ^pVOe*}0jEJfYD+d9l4LL#?>p&q7OyE_E6KS~IUL~39}G|@ zc{nEWiFl(xVD+}wUkvo5-xg}G{zp0qa{D>W%+SZjxNp3YEv6}*)0M1qSP>#3 zM;kuo3};VDNV7@$%$Mv8h+I9e&q3Mj#1!(C)iXn(y>k*9-%Q3>W5)1O?7CDU6ks8L&eqvStRq|@FiaVU8*kvlqzqWD3Y!GF ztT^l=m$56c7y1B3gN)AwprVhRq>6zTjh3u?{Jk-UMy<-xdb_BrwDGm2PpUmjrSSkk zRe29c>%$mf6$D7iLlG+QOG3d=fj*U(WuO*GU`oqjj;V5M0G8Ld)nVd1*}GclbXtJ8 zdlmqiTjOD3v!zdGrj1(!FtW3JB6qH9h`nTY>-6813b0MduS2P&D^-NF&F**wKJMfo zF;PgBY5sOnFZ=*JX8Zo@Tv|rKpX!i@SitW9-gm@3J(ey(_ns;1QfJC?@P!`;#)%vGz`YU%* zs2W1Jzd{0nVCN`iy@IDIc~Wjc{o8)KB0QS>X(g97iT+C7kuBJ$io(sm|GDwn;Dbg! zSUot{xw3Q`Hns`03tr~4NpO7(L1L7aM^2J~TMeiCakQI$Jbi^$ExI{{+^q zzyf{~_Ja~229<~ugFmfHS=o48i<2A%pO@9Y4XJAjGP`{kw;&f#P-Rvh-^v z`p)piXy=g=%&&X^k^O z)jKVPC8HRQxoA;ZYY%A`Ro!%Pv87E}cOOar70l__%`Ybr^hXlyHnML*wIJHu8AUGV zf7|n~UQzVCPnG}Q{CD5}=Sx9%`3YXCGuh>e!Q+zm5&rJE&8(PF9Z1OMoR)gCRDp}-_*)y!6m-+qommDXHXMRRnwShixje`{_TX%iJTYMrnau4~Q zXqhlbAoP^jj%FuRVe|JEBZm5BGlwIe-?pL$43$0gkHk{Nmn(h8S1Q!&8$3NB6_Ylt zOlTZNj#<<;*=mZTU(e*n(oN5r4k)x%4j4?TCApMdlE=aAj%kA*xur!Ly{>uSlYDww z_vZS_6#d1bn4w}~+#le@OqOm@#a}-95A`IlYg{7NDR(M*)d`K5byayi*Ko%}DaoJ~ zHxM&i#gEqO zG0iLTCOoKurfZEb&Rg|ZO0)6T#e(Xzos@uKZPYkx@vg&SNOl^Jeb8{PzTtJJQ8axf zX+FhYjuIdJvQJKGHqLmL3(}3Csw3vw5`tg=RdWA`x^Jg$gb-`h(51c}FeN+`E-Oe( zOsMGP0^xEw4Qb*Osud^k5i50}fuWdk8zN>zSsL=wFdWU6l4W&nQ5Ppl8zI!PFG@n? z1j@=eBFA|dA-3RiQ2H zfMh3svaL5RKeoKn)K{N|%e0C&$1CMe%Mw@Kd>v%I{w_f|oEjO2idP224_*RGu|A$k zk3kZ4zWikwl zRI;@AGoi+}I7HcKSQh2@!f=n$XWc1ldBO6MUxh2T3C*gPV6<8{2MWOGqgK@N4LP0) zf=&3%zbv!6uZ6)e^Ghm>GKJc5;r2joQ#Fqyr$;F`^FIyNc$N4g zD5EwXrd1S*i{K3Fat%`*zY-Mw2Jz+QCBe}J1x`tywZdvglU>+|-be8g?8uGC*0fR!aXmC3-8(jWCl13A~`n^FWOI_&EO}kJ!Pv1}wV{ROD zm6I7%A-Mz(%{+1R_{o{OBunTNH--iW!mWgje}0E?UAyfejZd~v(e z;l$qFe$*Tl`ufe<>^YM}6SJ3S5o9}+tYzsN9TY`aZ=YM~b zqI;YZx~u;0MG_geSnBs?_w)7{efp;_inS=h-HJ)LSb*?}?B^Ijt%M(^g{TJ!dZwQT zc%|${+6A{IwdRt)?069@Lg8xp?nVfVt3C_ZJkZH&@=qvDJ8g+NtRy{-NUN3#C_>Ruw6!U7*pGKu>hO>otayB#mQZ`7PcI!tCtD#hxrD z%J>|G_YY_EJY})6zkt9I5IjP7Mi+KfOojsG=fd*azSs8DQU9nT?&e#-A~!z}ZJ*jy zEaFD3Bu#G}iqz&QyEFP;N+bqIuH3%IVj+o)g>$_~+=0Z2R;7sgs6f^2Z+uHkN=6Ou zDC?c0!8XZ&1iQe?$>;7cWw(y4$#*b$$x5P%DEnJ+9qK-E&UTnj=M z*hK{>R|&dZ<%O?L<4EamfN91sN=ZUpjBvdhK=Wqp#)SWvr{@_Aq{ zflvW#;CznWHK}Uf*@nB&1UcI#IkBvQGI54Hd)=8}YN}HrTO^#imt{!T-h7fW5t~(3 zE%)fg;DPGAKRjGR8%{ItueA=Al(G z)wv~mt*$BL?Bc7{SR~X~ajlFVwnt=1;0l(B7);g(>mPC+fFzk1ed|(Ir ztqd{~L;N)-A`lHep2DV9(AMqYLp@2p&jyB(bjkn4KsrQkh+mSxIiBS6m7s$!Y1E_P zpA?miGyt@0u|5ZTdS?ug6P(SjyQgcwaEj(e&_m!p@qBsU?S}b%PSOWS@IKZ7K;gGdbv?)>}9-|uZr zT@D?j_9HL7(f!<6%ivV~D{axR>@MkqyVIm*l5O}_bb4IiGoe?U@i}O{!L7w%*ehdU zi@XWb`ovllo3{55Hc9&|wdK4;4!O)8L|gfhBspO+|JTZ72&g!AXa{%s8sHeD7A2M+ zklEPdliaE_gk&%lXQT^=xAz;CVsZ*oqPWV@yg{^>DLage$!m+# zkCp9GTzS>z)f;SH1MB_Y-)Eo_icIb3h?bZm*7%6eE_7K#3UbIy`t6!>#MXUXsd}`y zd+r&2nuhRwCgip9*=;Z$xK8h$ceJl%nZhFFIkcgc%O{cg2ieI`9l&vyt+#9%ytcn5 zVRz-Fy}C_^?^B)qudJkK_brtB+0=!rrxan`u+x|5$jkLjwW`U;KQtaoe$hl;j@`FL z>vAu(S5wD_t3eV9SCij>dn%dLXw^CIK!;OXW8%$|0EFV<+__#_RSDEs+)`vxAUtLq zdzZK9D>#ot_WCUp-b}{#+nj^WJ9@ZJ$>!Tu%eV=L>uN@MhSh0Glj3}kdsCdGQKqu` zd{NHsellQ?W{04CZtX&8@Bi>uRYp{(A(_C;rA9`p+(|(`9nW=jCciAg>S;w7dk)F#mD01kJVyO zF*G`Fk10x^uiD_ch}w9^smL_$?AE8B_4!vbn}u11%jOFCXTosh_9q~7zc<9Z(g+UU zP*A*09Ak~;qj|;5`pvM92NADz-cQAFV$<}A^WCX^kZK>zpt zd+QXo%uZRv(;c&`XIbvx&b`Mdq@<^ho1KjW@ps|)ab058Anzxw*paLNgqpT8ZeW6$ z-S$MROR@#Kjq(qYMc}2m-#S`dZ`*Lqt4y?BsHDJR(h7H zu-e!)w1!?yDWNAwAV+lkieP`}>SR(i-@bYp_j>Jn?Qfz@kS|y=kVAPvDwU<_dNi~x z@E1hzvgZCNR~lhyz-jL31!k76w2uKMfXZwv&?v#4t?+ybF7`&9mP24u2H7hf%{-QJ zbfY%bj}blV$Kr?=$@d8Xd1N0(Koc=w%{qCgdb6Nk;}Qe0E7Q;SDa%m|OxXy*P=33@ zE{0WQ0@LKr^r_X*kp<@mI^epJS=wv*<=W?Qaa$;L#h7F^;E~;K9|0=BMwv`ATfghS<-14y1+=~FF7V)_#(i(K zDw^4Vt*%-|KJJC#Dk$>Nv6G`DXbqV{`S<-N&ClL_I-q>(OP8YA7ig&2Zq$l{O~Li( zv+0^Ef4goU{rcH(7W#@Qtm*&2-Oum$gPsYT(M!JW=H2-_<3h!omYcWj`hgpxN|PL? zUaJ3>-kbNj%Ut*F4)HaoA~4>A8N5jCXnD@*=el-e$7Y*ZAZ(dwJxV>{2Y<|xVer0| z>5dehxv3tvStdeuqAXSY7fdILDfE#xRL#5v_M5mvF-|xWp@45Ey9K$bzPD?z4(5A8 zs8t=hUWpv08)nY!|7tA`rN#}#R3z1^GqaRh?+z05ei)1L#G@nK=2GD9u1m`d7Eo*? zeVTUEqPDk7INU^vj|Ri~t$n7tW*iY%g_Wf4>} zYElTl{d<^{k202AQ&)n;qOW6$V)WXc413m(R-HyP2h@gRMc5f@fH8JPl0FqLK2!AV z)t_DIKd^l=%l?b8hnjc)Lv+pVr!Rk7=3mn-S}caIvi(}YzI`h8D&vxK-z@>^%#cDr zl!`x8j7_h^kXLA%S3>(A)=59c|7Gxp|5{sJQ!n@==a_jR&O1A zO*17{msVp^ds=#PAb~0oGVt1N)cWpb_EWZXjrZ5sgy{v1nS1UBeM>d4D_l{5-{-wE z$|+TJOBRKBYSE5^*u;6(OB$*y*~L~4n>aq5&uAJ=35;A6MyN8{**a}LVRe}qX1F)- zfsu}zO0yAbBMEr)W_hI~YjGMAb2X)3<*@bwhh&F8(+n9)Cp+E(nL5%9KP-No_*D0v zj@QH332g@{=;p+-@xH~1I<0R(IxArI#h<@FyZ?PYh;rE74XY2O1XBv@}?hDOl89p*E< z!)TscdUQ zMgiv(N6f2$rInJPk$S87T)y;5Sw8{nz8-9DXYhO~{z!bt?Y=7)@{Xlvq)}g=F``IR z=c>FVCB>|+gNaV`C)_X~XR60&dyHD7Tg0T~Wo2WzZYXQ#@tAe+qRrH4`Sd4FOH`Qg zIfgL?5zfiz3^?Et352iFggokcrsUhYSTREZ4-#y=2TT(!m>nhZx!oZN{!M)sCF$(u z_G5Db^*#E`o&reD4USLqN{*b!fA+?$%o_&NK^(TLsl;hpNV#xQ8l zM!}zVC%dx)ef?4!860fEG|zoYk6b!RsmJ*3?PR8rVzVh;ZcJpW=Rlr6$tmBjXPC(7 z6Kp=tfBmNhW7pv&$8ErmhM$+FRUA<8FVL&bIKNe(NO3B#-Z4RBQf z>)Dc!6qA&rQYq4cq?fQX@;0^{(WL2$-E@=`4RqvoHVAL7z5kGITE%qn$ysH5?XSSG zx#!!mVTi91F=DzHFs73^faw@#GNrvuowf^Qum9qDc7lig#s}cz?p68rV6YmJj&YknnFIAhj7<*?z!cxwq-aL% zeQu|-=som7&N)F{pk3%scij;aqYPQ9k$;ZHXnSCm5^Yw_O{Ih*_j{l=K)}5=W6z54 zay}WeW8iebLiXP+yPKwoygk*O-0{_C@Y1B{qg40fU$cV$+cQ2)oJnV=W_@c3FoXas zk0fp?d8;|{bAqhSO1)VX7@lPVjCXBR6i0yZ{H7~8Ky)TEf)mI(lbtVtC$0Np0E1Qx zJpV!XI=DGf$`1)KDisa=1nt(#=*w_bmq<*D>uN)J`O`b$HPxFo2_WfGAZF|9GG8*C z)0uCD%L?TgneKHRX_YVS{ow>Rh*1Kd>W__+Jzl9d^&SO5w$+oqziOUbJ zeyxF2j2$kvH#e{0PJg`nB65lnYf8Gvr8F0u;@)bUI^G%bbN|M(Xfh3?epQel!jk$W z`oGQV4ykjO?lWlq{Wa^gPPv)*```T^U!5)+Z&u~cVs7ln=w$2OXrI0u3h1j2D}U_E zvuJe8{W*RxM!l)}^NdVT<2Q~2uAD{h=f~n68COGEmS0Inb8Vo9Eb`spy)m=V1Yg@o zJ7LEs;`NFcNiNa*K(pyb|87jVY?EzGhB$6(1j1psblkIDNeJ_IGALO50Z-L`0 zwN`{J-r**`dk)fO>$)#~0sC&74)e)b*8M0x5*3Ahtfd>tS`f<@RHqX?a@h;&Q#P|7 z$0#YL*Qzj0HH}z|2&eOZrM1<~*t=y9z%&IU3&SKG>4u6o^U5y#7uzUarpTpIPc}1@ z5HV6Zg!iOiAb1<4nSA%VOCLkVC9XS#H%lCQ#&Ck=?N}_g%U=AmyfztZVPEGy)Vb(_-G7ZbsB^fFtJoQV;X4*FeC2S{ zLY1=K%=~01Pm7T(7XY8TRs`@OjMs4i1cdJLZ^WMcd*Im8{Pt1FR}eTEE8KwqXF-2_ zOp7h=efJ;8cKrxGRezZd?$CQMJ z2_~_%R-56DIrH<^1TmAE&B}V)l6vA%50m*JUUWIo3~{gFAzc~YlZ!v7YVSg?p7pw_ z-So8(dwX@NWNPBU*+lz7_2TtHBRfMbfTSE<2uPXJ$+kr7FrU8`;uFjofX?$TQ(Av4tBjGe>GKGxc8;+z$Pk3`S~QXT1tp2RO+(tmYS zR?{5zG{s{qm8Zv8)(Pl7lMd(+g7CNUQ{_T*(KbZDoG6>&XLKW0jfh69vmqhn1u2EYq4Ks!HZ%MLCl!7UTQU}rm*D+aV4nA z)u$qrcE^5Pb?@#XDK(`8Wh6X|6U#xcb)w**thx!2kCGA>Ga|gb2Wp=G`~E)QW#`6I zUR6Bej$En&)89WguhM-o+Z-BW@0?z@lyPqjX4q&Q=>FF+f7MWN<$l`#4S;X`6EXGr zVHaGn3%PZZ?HcQz&+PTV`f_DI36V!cj83xV%G3llQZ@UP@P^VWVPT^&&zjFO_nF~3 zV&Kc&MWLX=!`wGL#S*`!<{T&jJj&s3IA~NK#?a`1>*hl(L%Rpt4W3J~Qf33@val9V zf_h}J8w)0vZ&~K*ujF@2&hiI_KqKFJ!&|&*NI3xt*l0@|;)cLnE@2T=G|=;9J|u|z zcbUQIK-)3)`kA+Z z9V~zz2c0ZJmdileIK4H2do_(BDuSnp161$%X~i(3#vfDUvMaHpzl(1S*}Dnl_}v%qh#V28BQzQx7QZrh z${&t$gOM$4dqA6@3~$aLRd!#&`(Qp3H76@cYVgp0<$y$tNeT@%zj7V`F2WWXHJL zY#aIy!GFH6J^1HiZwh!JUyHi>wN2_ZZa(;EW#FyjNGb4fL3=iHa3pP$eZ=|>XKtr0 zUc*K5&3SSB=^ldC8z0x7uD61XBj7#s)Za48lQsF&q+Cb{*Wf@vy$u_fP$*~Ug3B@G zhXtxQ^<7vc4uU`M_B^61##`KeM3*LEe;jDmv?IpH3_XC4t{c3xM+jZD_P|pxRmY!% zF{l|Ua4x0|i@GBc&RLHgA$AjCFN@k zxbIqB_WrFeogL@j#%RM#_VZ|YA|K>IYfLg-xAOYJdzwDveU*;dz9_RjhsXDCRRhug zeyaSXO>Z9l|LM)a;HNXm>0T z%EFSEONU0j&cDA5^uw-4uo%2#`l_n`=fcN6_OX*EPkL|{l^C316{s?N5x6UuDULZ8 z6)s<{Xu#|%cG9Or@SG-j=Ul~L}(KuG3-AXI%@Zx=9+A{2&!4YCHvh07Ax-}uGG zDLJQLMaWzQaH^h7r!Qqxkm1D!z;#)pDrF&wRtjc@Os1gc&&V{@2OEKFW2~aZ22+rD zI{B0aS>!ea-X#oMmvXef1OSoHi>l&?oSrWNa)efu5t0mJ&4wG^{G7B?1O>?#OuP@rw`x zftA}I2CYj&)(8RAfg!!yq*6!$zI2+o0|s-6$K%!SzrH|rl08xtoELhlNWA{ZOV-!t zarf?BIoes@clqTPvuY5eN&nf;ezqH-+3Wgd|3tBfZ&88Arve-Q{HrJUXnE++p}l+e z9zJ~7?<2ad7E#00ZS-MZs{6pGOK2>bj5cLxECv{*=Aa`1>kMX{MDKz}t`F!5kU9)o zoy1&QGrP3Z#~hcC^)9wz&`Btf_-)JAafUY>mz4Fu8qs*J<-!s{gkT!)=#T=_$|Rzv znep%?extr;l~Rl2TFPLSL@O#Y83O?zjnoQ*FRR$l_5(yucA6d>B4KNmEL%fhOvK5f zOAJy5(5M9*8yPtEus|J`MLQ8G5EF6`N zD+a#G$jrM)a@4lADGmUAN7SmKsUD|%DFuy7aWbi}1TK(E(8o72FJSgjz8=jhD=R+v zdOG_c>d*(zb_bXq&s^jCe?6!m5?AEviH8Or3_rb9N-o$k zl#3L|!jQNnfN~EeRA1nG+4j4+cXEQd=}s^PhLIzD$?|0*T;>-uFZr@Hlnl+3GUCpX zWF-zsCafMb#_FYqHLLM!$ry~)t1d;dTJx~Xmt-9qZPT9(7*2@cj_VkRT&Ad$G=4KH z$3{JMv-(eEcXSE#9D%VFfLYyKDo#|Cb_8LyvV(RXz-ZTKAS(+h2ahJD;@gol%neR$ zu^n-c%oy^Xi#&>=gbY!Si;iA;$wFL?SnNdN_@N0l{l)lko#vkrON z1SSl4clxLUclfm|-b&j?l8=r6n4Fbu-@i zz5n~Xz%O$c;Rzmtn8&T!2JvWs`Auzg80ndWMJm6B09L?E z0L)@0NTHfr${oDQD6&-=>6??gAn=F;o}3A!0Vxc}sqHpnQ$T`(z#BYL z!We4OeToE?VYMtoi_L7X;@8RHmmC{CkHTPuN`wGrdTf@Qd~E!(b&1vhW@11J0~n?U zlVAwCfz8z!co(^uGEM+IWah=d5!r0ehz)p3V@`yUm#oMHYy?@51*5hiw>y-bD|$*x z?LKms1w-kQ3t=Z?6FdgW*b*EeS?Gt@YGo1;Ioa+Q&T9N%nV?c709Iy~OfU=V*T4St z?c2Bi@P|KKzkXegG$p0lybHz;#Gm=hXU4riSbY9{d_Gz|;gKFZIQ`3SYmKL$etNC^ z@7%fLH-+81cR%&iQ~sdN&n`D^+*k{o{vZGNhui9FU;EleKJpRFevj}K=wJW(*Y&L) zWp(49f8FM8ZQtek;O3#GO&NMiox%IImu;_4mLPQit;5jA>UFx4zUO9lNv0>8wFtd} zQd{UVh2}887&Ku^wJCzuSJU%uKnAvifk&^+%gf9DeQB?* zS}5jXs5p^eD`0gXn_+|}wtR6d46~sKY{3kzl^zCO*a{^WR=nFmd*p*87nCquGgJ-C zc7y;gW;_wrsMVQ93_S|T@MbP3@h}ksAtWlRTnK>d?G6vw+X5HBB7~&JgVW0u+gzB* zp1hC%_+boXghXN%cEON&5o(WJd2vU>g_Kph2*EIz4KZ*b0GNUi8!H-vYf6{Q&6sgg z@*b^_7-C@MZIi$SLtq&Z)Byv%2$86#?5uKKRPh9W5u_u>OO9Z;gU1hpFhi?yrvboV zD1zTj{QEFJ{pnBXa|&jEy)l%Q4e`JY>CRYD#WZ;5G{t?^1Kgi!gkNQ_i&rwksV|i zfvGlMG_o)YOeCeo9H5!6DoN9}V)Ka-txZ7!HtpPlAt^|K#XwDlF=(tBT|UY@NaAGj zDCRJ#v9hxA$}6w{ z>H$xBE|$BKq*&?_U2iaAs;_PuY7U^r4h=dfLiHcqzfi_7*M6+9PxCzFdk#UcOG( zj=Wht|NQfpE?uH`oJ3`nFN2k28PYIx7%=1xIWJ^@$OS;@5>gB<>D|RTn@fhpEHIAJ zm|a#_UUH;>T=Q5ua%XE$nvpnW%F-!Cg+Xy>;JI!KVn&jqnP9q?VVWx!fJ;N&;uj1s zjYJ6W#Y1m9csJwZ*FaL(z_u8^NC4oGxHPOnGR(Uz6K8mW7y!V^niVfrRhyMd7+whO zba7gB_K*}OM{EIrG31v?TUnRj*T89JE<9i|2804bPPShTrz09OB%aCwEKXoUsVR{l zgy~ciVF2dv>O)x;&VZ#-Ye~ugW+P^7I0fv?WMytu;?jvhGl$pi9AKe($z*~GfQC%T z&?TkR+*5Y&)~#E2?%Yu~^%1;7rD>>J_m`&EjW9lCEI$7}%7>Z-=HF0(f9>DZVIoI{r=+r3ba~Q<6W%Y>q zjeq{tvV^3i^tjO(Gz53L?A+`Gtw5u&+Pif48lAhIA(J{Aj2=>Zp|^^p&QR+n>ukCN z7!xFV1%c9%OEAp@KnyTC4059`q=O+8M&VhlRn|7OK@9aqvr$I$c|iit5kg3Q$!19V z;w9OD(W`ypCToVm&{w$=i~-4Mk4Q>j%@9m|;2HW5>L)ql+_`f;xo{+-!eCB@H!HX- z1V-7@hmtRK5Dz`4Y{|SZ0p`o42Zt0Ot=4bJKK1yZ~c;Ob)rHn54A zYw7Fc0PsefB2i?v!e&lM#tAGc8nPiOkq~-Rsf-Abdw_Dymr)7?Vb4a>^NZ}+0m-$Q z72A<7@62O>B#5)3agEAWvck+eD}xdYhMY&fX!;_B&?P)s7LXWR5@Z@c*doCo9Rm-H zV8oyfN+b+=R5Vr%ay7vqD*7T($(dt%rJ-a<&litU;DQn}b26nk$*oqy$nB9YWIF9u zRSA{7K7RbT*5PZkqeqYW8qJ3kUFiJz^Im<)?pBctiHVtC1AlBjKO&U1kPr%6BnB{; zfXU*w>IqI@$f>X`we?KM7?^OR0`vyFDoGp zxfHzbl>BvyzX0(!Y3d_*tDQ`;x*@ky;-N19L6%y#j~h*FW&lZA;B7Ctq=napJ@YM@!36A|z(n5fq1CR?4Eba#SL9uxfN3faR#*ilExn5Qe$% ztYT0ldM0XR$=q?OIp}`Qp&#O%US8l8xfgF6=aPwI!ySER!;BMuN-{z-r}i!{g0TuC zJl-iQSAC2|UT7&sLg4nz6DFp<`gd+go%V|o^p1rn|iFz^w zpv1`>iNs~0ZhRGhsKAUkM|dfji(EtK1iCCE*^x!UOM`|<=9XMy?pqfCdL9*r7cgnU zPQQ02p#g;L*$+o3L%GK~qgA!GMd+3`v8Z(xbCD zM=%O5X0W^v3`k)V7+NKDe#~SC*pcw&<`N0H0L;R+N}xB&NK)z}2IK10tAG6CAN~8! z{$fFue)-E^I?Vp^*>`11Q`g+-o1O?Md`gx4CN5~@_XRG0jqxe{rlhlKJl<2!21TwF)RZ(64T@4XFer5!O-T;{v&t$xTY_%j`GTJwvz|;a z;CpAtMcvq}=O9OD*4vo?m?vlRf8j!xGv;1<|C?9=;4c!iz*bSo$ZSbehMwjUt&ngc zslR!D@a4I8Y=0qX_U!gcnb)2gBST15vSyB-6%BVT$Fmr@H%4#5%>B!O1b&6VTrMgD z?~+V|N^CeAIzK^3;dNIUS+qKMSjjY{W(%*3g7Lw}YmZ2H@z#M~kZMH$##S-OI4Q^L zx+NNc%^Na(XKs+qm1r*c^mQ@6{Rl!YQvhrggwSh}cs!4QX~b-mY&JX&;uJP8r>0q`h2DYeF-erzxa4H=QHdH0SHK0BkU4VzWxzUKF(3V=rkhEp*ZQJH&luu5hqU>^B3Q1NTF zt-PBJ8}09$^^L7tx4QS8G~dYC4x8@m^`Z`pP)$(fh+kAjN7Shnn}B&Ymy5gv=2FZU zO4D1PNPsa!i$a=45Pfzn%LrQif6#pC_9BgDH6vLgt|+_^NPRf@LHj6rN_t_@-k zgL&+%-~r6GhLWvS8!eYgN{PHW%Ysm+a$<$emcT@i9$`$xX6Bb5X7N~RRThfI96y;; zFu_~pLLz3xhp~zcIdeQ>=GyGiYQgZLf3lSwo=&D!hG4#ERm`^b;~)RHOE7~~oD6|w zT^KIWTH?jvRGb1Zzzne&VZek<#x^>G2vyke@QrII38pHCdcqqL5)(mNpf$D_lhKKU1QO#wUoyrx$z&pP zGdIrFT+OA4N$CN6(?$*&5=|y(yfBE3#|thD(a6l_dA?=O-}ddxTPmnC{~fbkd+oJ; z>$le4&wifg|Nr+z6jNkEyAHCd3dCk4&MVq_+{{7~J+nBsLxvexdh0SYG8I}S12ujFsXsUCu%7`&!UN|EIq+51Fnh0=27$1!z7X~&e1K>85 z3Ls+$+!T8B8l~E*m_9uNL22wsu{a7r2~(O#3M8ZX_4n^>7{>G}#!MeE91OK??!3sR zL?oaAEpFm6HifMPRXwXIoRm%B$zH@LF{9_m7(>mbHH(ImS#uZ=JIFY0O6uJpd5XU3wj1z%sMp40g^kNJkprr z;-u2dW~nE0*K$weBO0w<9uV&F;2i%?*YKUB@i#?l~y9AkSXh)l)O3a z-o4wO67q$bXGOmi^cL(1&D!CN5ByGDP$FVNuL;4XTnN&4v;r5`u_sn9RVGp($Bs%n~;^zEAPDeQv(_W?u#RbVZ4nxjQ(Pr(5#; z3q66*zztdkKmfK1Fu4fPovYA>xm#cN(?ZLOY)WW^A+!PXpp->nyLq8Uses%C<<6z` zf*=IF9;+~U5!wUE(BM~pJ(*sV(g!7XN}2NFE1W1~_i-7~sGF37r3a`NRNsOUxI|Jf zFW@=q;bU&q#{LwJ0WTWiup(2Y;VvC|Juk(iF%=mC{-O(1Gi1pf8I~|vGGo&|$KOy% zZEW{wpU?R5v#)!+KHNM17mbn65?fxe1*IV$ReEN2rhVdR#A^{VLG>bHBB%y|Qbr|} zM(C=6Dkimff;EK9OE_DF-ZgGnC2mn5cnmN_UsE&qjz7DpF>?Mf= zF82Yb+IE`fJ%<(MsM3H^kj!i z+qP}Ag!AHiiz!GO5%*f2> zOOwpZlr_~$N>8bW10MmFT07sAD(L~1sX!GLa?4>BRXxtUC_w=X0TjZJ8E9rRD7zve zgOztE^{xnm8*?%&QU_s0x&UDCL5r^Ua5QP7F%11PY&}GRDWE$OvJ9XiS9$ z#IUV6LNlY0jwx}W@f8{$Lia?~;L8Ov8?%uQ9A|l1N<&`E^fZvkkkL>vje(j}I+!#7 zaf8X-$F^PR;+l$vqVWR7F$9xnG}FDWd(J--ruP-_ zqCWZl`|l6%i6@>oes+VJW1hh-z4X$KppEy=icS*OwUdXVtKMbq+#owNf^teQ)0}Bs zT-v569Ws3wzUkAV4RO}KEFVZs;Zau-V$ zo)61~0lgFqnF+1oPj5)T3J0+~dL;wz>?N3D6G?&G5im3)3k24zSPtzfR$n?~As~;h z0BowQTerH6;(!1s_XQ;?Uqb>wv)FPsTS3G%)EBfAvKInRIr6oj3;<$CU=K|XhmCIp z+{b+ffu5Tq0+fv501**LYt*c}1`tZHz}2U_7<-sPppl@jp3p>O-w?hj2$XuWAs`@7 zq2W|CLk$!783VDbjM;cvFpH07gXx*!88PI|Hneu)YG~BBqd|@gOMGMp90*IRNr?tz z1jN-^VtQtx8)_a7%Y_$#agKT!DTtlmIPwz(>+VT_USlabV{A)@QfS0z2z>YK*<)in zrYw`!ANJ`n;VxgLD+RqwQIa(T&65Kc{L$OHcP~qVri{psN4}Wo1qG`bW`RRvT$+M9 zG1xHRXlknXyw!OD)N9fgg&-*#L$7p{$dK8y#8ZzIOG<%~1BXu#PF$9SppjPy49KR? zK$X%gGias|wt}W;5EjU~t1WvRyuNjS*Lx9|$~1GcMqY>gOI!a;#v0))ixx!)?!Zy4 zC#>Hr0WZ;q7Xi=py_!`wEABv8r0U(%`>!L#mS6x1xIS2HadvpRipiArBs66ttBiuE zCzrgWW9Zqh>cO#~EGaqaX*BDi0xILBsZA(^a+$IO+`D|B(M*@Y^FOPw1nwG!R)IYx z1h4>ElJyel@??NK=Ju-lk*kB=wsFXd>yq&t?o*VMW;vp&2V#xr+j5j0O|mA)R9uM{ zOHa>|vNYLKN}=s13k^4^(c^E5F`1qcrg8zXue|z!V$4RG^(^s`jw$>NP3f%&lF4Ej z;wEJu%RBR}Y3bkVhO}RD?v77F9jkB&Bn?y zgMct!%-PTbq?aJaqL_6NF=Gsb8E^(PT3bj>l$s+0P#P~&h8i=>2QfGh>?@0?F)pYd zkVB9-OZJ+fa2i=^pwL#^cw$uuB@&L!9PNL%y+D)}4i3SPI{_feH00LQ5D4(tVr4g0 zb5m-Y0R&ULY}e{(1({JY5J=r1h!siPtiB;-vpBb=iojS<;Fi8zfS3iyzO6#3nXsQcG-%E5_c~13LHIB6skpmCIlv$EZB=nskaK1 zVvawR5tOADmy9-Jy&>a<43N=7<7+A=hyh_n-+q7~9mb~UC8DSvHv%;6s3H$`ML%pfQF(<~S%p9)M0-Q)~!~J4LgfDNJu1jGbBtn5B#fWzQRw zY#4Yc@RfuILf`rB*s;TNEREZG=R8M8=s?IND0egh1pJYa5n~2=OiE2SIBYUA8?0HF z%=ADsmU3}}Fy(k>=5|)@hMw8HfUx0WsF(Y=Ndfnd5Zg}r&6_v-3Yb!D14juIWG+?; z4FU~7f*~bi1S&gLj76d3E4n=_M?=P@BpWhIJe3H-%F2o_oBS5kuT?!7!7l`RW@w|7 zB`Eg@p>37Q)dPuHA=sngDX28Y6*N0UHKYkGlEo?!5!*!^wW^9I!fFBs8G+)amtY0t=vBqL zgFT?;(kypgKI`@*z${{V>68~Q;A|w~igVQy_*Q&@uxbwwaL_=BOJE}eC?I5JWKfU| zV@s)A0YWn+S!OCwF@-}6jwcpo^l~($7ezet#fL#VTr7g1G{Q+lT+MFx zyy{WPC!GGOp>6M1Ksd~$o&G&$cLXn<;!+BvIPrlGN+S$8&G9|Li;aOHFHkS&%UE3L zJKy}9U$4FR_=yYJPPrcKu#y@mu#zfGiKryn9Sia`D`L@ALsKh5Qwr#*&km$iXN^XA z^(qY6azvN_M?qRFvAED!IF^G3|0s1uNX6k zCymBN3hkWq*s>86xLHuH4zUPuC|#RYr){hnY^svQ3cs>j9Ze#ZX3Av#1RIFrK+DFE z4JbSzv#hFQXe?8T(u#8wOD|{@5D^H%dYFa+^|I!u5gj0VP{36ts?nx2OUX;KD_C-; zS8X}Ulpq#+W}7_!v3U=D;ke3~!~@ySefpqx?A)HWrk$PnOjRAgJIvgqjn>V;q# zGG7GLga)y$4#xC+MFgc8BEUs1%1fy61*laht4|LtKzhSA3=Kfch0uD0s4|ijB473d z3n6RnSXm~s+)WYMv}QGqwprJLDQp?TY!h;)H0!-jp}1FD0@!w-yqHOiSqtRp)LkQz zrVwrw*l1`lqX$B;8N4J~3!fZhHgf3&)Ow z$mQ=ccWyY2T)ECDg62Tz)EZ|F8(x&`GjL>4juXrY;PPicqi5_4(L?C$%CYmXpwof! z{6A@NT!+ugu?CrqS@vXr2on%yM(MCEA~H@bq1hMLc|}PU7p$`j2O5M;0q4%e3IF9U zPyazf-wyOWms1gbhbLpvOOOkhuPKevEI^rRh75!wD4HtJlQkWlAn&Ubq=j zlHHiFC9s#H-YlLBWa?ly6$p2ND9-lFE}MRAqxb!F(cv)AA|_BtLBmI(YKnt=3nU!^ zdtRb+6Y;d{5!(HN294b9YM-$)07V1Yz0!+-=S*LF`ND+~4dv2G-%tvgDGiz^xs%0J zQW|8`0bBNRcT;og(NnU~yFGbE^<-1e~vKJ^Q>3dw!yZn*&L8D(B%$ZBHm z`S*{uz2fl2StGkmbUQfr+;e++M7wlEtPX^^_AlJA#4tOd2_e+4VO8h%Bx1(Tb&bx>v90dI9LRDwOiVg;=<2G z6fy(G^pGK7LeQ)TvvArTWKpb93k19&1je8o2rDZqeg^!(4}Q==CN|iCI+5Z{SmwS$7Z8KB4pd1C|QmsbW zr8C^gj1|PYxiykSMFUu^2pSx)jr(f9xWMaM$C+Y+lFG(N`-V^rGmSqSsVjwIS@~WLSL=up%63Bt_Y>*3*D8t5*s*)=tk0zS%<1AfOda2!bB6 zqOmchO3aXN`4pilF{^;4G zKuNCxQyu5eX<0ga-~h>*j0Ya0qL(E}f%HiO`*PIm&4Hq~sCxhc<+!vg0 z3}}E*a%9Pu#?isJlMR%!#VkQ%z>5o+nb6{Djubsg^iC(u(F8#hup>!?(J zxrmM-0Wv_w!V&mpV2Xwp10lq90^_NHrNK5P(PqY&Mnj%WXEME04o_!b48dy51f?$! z88<`8!g1^qWZ?)kMV^7DJDtXWWw!?S9ywygOo(pK*)V3Haqs!ot<9}UDS*>g0RqAT z@lqCE@bOWlKBqOLXQnumLNlfzi0Iz&na_O2_eUO7+&zJqEodt~>a2!+?b64md@&aY z4p@}D8eoFnaG_*|lDte=YnBy62(tip?AYO-yXrAf?e5@i%Kp9cJ@?!rachKCiy{|* z8edTKRfC={CGu!bD?P6@-*PczQ&8)|(iEQb@rP!%n!snQ?0OrOU`nREg7v_|l16G} zr_`;WK4J(f6nglG#f-b5A_T<}Yz0vt1}w#5thYeyX-2uECc0S&n9Chb8zzRC@=#I(x?IV?__23qf(D$pDn- zpp;H8DOm$I%Q9}f2&FH05!-cSvua|aS`;{tX~0U5Z`H%ouo5wlqu!!eSp^}RRU85YB^|GX zO3I89CNwK9mU6L-n7A1zcyBat*i$kNoFz?(%K|2<5D4@T$Y%A}if%1@lIfqZ`0qV= z|Meez_VU|Zc=Y~!oTI~*cKg7MubyL?z~w8PLXG1^I7-~;*^m`bHEcF{RjZglQxp89 zqml8{>`d-j)yCG8M6#DDV`!ety#l9X!(KH+3|s-bvIy=|=(U>cHE6bO7af76hF&`} z!j%+%Q*8|RlwxTpLFS?XkeOUu z#k+U!_D2kSTARD*Lf8x}+3=DeJ}}FjL95R!d{d%m5@!RPuYS&Zsx}vO5Zx?HmH-Kw zS=C0qybO8Kv!MaP%dAFI+!)H5pfOe%mS*DvoF0yFz}0H-q{pOvD=*++BNjf(e4)WH zrBwZ=lcLD|ExD|oq-fZ(4E6gkiC;!4~=70T3ucB zYCy);MJGG5=)M=|n!R-S`{$E-pII8eTov&C>xTHMSH0?UpZlCk^_$=PrtN+C{O8*I zc}$ymk%&v6yQi;o7xhDSWo1AZ%JFjQ>*JwZ6#NJB^7_qhezU0GxI99H<8pKLom6xF zxawWDu5^yh92dBJHAAyB&JeSmEoPm2Dn?Imo;#qpca{=5OC1PK3CQeeoMQkX^i;si zkz&}vQfOzCGsi)s2d?K8hjFZl+kwfflMOx_u{!4?tY;v)h6!2p3|MOJ1;EkZ>qs~2 z@Z=>ZK`&yKSP3Lk_HZ149wXT&>rsUxkSPdqfuLtrXnHoHGh-jDDWRpqQ3#E`>|$c5 zu;PlYLC`aZhFP&Rjw--~MhKetFS;4HU?O!IRQMkd+4=x zDvW=amI+!st2{DuHvi$8^-pGY?b@}nvI56_Uv{xl3hr9_gd;&uUkZjSf&0!VG|57) zuq-J~yg0dc~@ELnC|!BB&c zuX1tG@PTQH24_M_5y>R<g;1I7~U)TLx85I}kc=y4>NatUD0MRpdeg10(q z#fEPi5-}Ra__IfV2B6TP(U_$Xi=#$w7L5=L%}R%(eO@jw@i%ngKtKREn=n-yZ4pt0 z!v#Xo*%Xm4KvSZ#hoflh4fSo9Sg|*S9zoE|3^N0ZbD?>ewF;PPjH`(rVcX1YSF_?Q z1!8PUbAy0`k7kOaz8bP2$JVSNOZE4*d+^}F!-o&6l}s(VW{O@ldcwT;;)@qg9*^rA zf3{y*E-UcTRlxi21s7a!%%5d`_St7Y@{y0&v1god#-T%pMs!z4+t{@;l#7CkA_Ir{ z(7)py?@0NpU;Sz*7X=US8T{lYKUvhTDL=JV8(%bp^CI4VUFl8+*R>10V}ZsY=6LDc zbL~5wT-Ta|LZ+^6g0qOG1Dp$c#p#Uo7}GK6fO0fBXF9?75=?0#a-q>{EP?1DJM=VO zh;?$3J@zo*-l2yQOW{B;U$V@n6X$0FfdePAf~c$kcti&plZ9pF%t`>URliI zqwl8A(iCpu`n@H=6dHmu<024Q1OL`Q}_GKNy1cmKlKLa2-> zdVN&M7ZnTd0TNlwECvXlv$ec1#W2nbe^~# z=^1AOje$xkvdWMZ%4`>`SyKQ_=~c$if+`>l90JE)U^$YR0jbFPu1aR~2tYPVhAdxz zZCU~)1igkE@EA&pAXA@=Z9VSGU*|@@e|7;{quzoA(oof)iHJZ$dL+rBO9V1}*NfkY z`Igz&m+ttUx0!Y9Dl4-jBQK++isC#X#JZ(fy^={FzBNI?n)#h8nY0@Wk7&K zquSmaop|oK7FRVaw`!183sT;rswy#)ju6b+Lh#|}dErCP7+XWe(ifV& z9)cs+N$ayaA5jwIUQ(?KFYXc~ST8a!%@7%|8W63Q6jL(Ahd=|00gZ5?>oFv-$Aqjn zdS-f|6-3r0S*u)f;2(#%@SI5qeK95w+XTY*+3?PqHnK)(hS2f z1q4F^&hX8m#1}%PfFO$8D<&p%=97vI1hIh7 z7_wnZ0}xJ?G<0z}A{aA+fP-EWQKo+K_vDjLKK}UQ`}Xa#A!T91ce5i)hocAb#Rr(> z`|p~sHcREpUx6b>j;#5u>(fs^edd{G+O)o48mye~ZDR+~P%a8Cr40NKdgw2?-R1PlW)~N!}q15^2Fw_h+ zdX6r0Cj%GfGcU(`N0}j|#@?afv;?kD%{o$?QI3nu4EZ{I9LNGO1B()4;C#iRG-a5~ z9dqD9&=X<{&^hL@4MX(U(?es%J|^rTi^y1L_VmH>qA^>Va2T^R1fn4cFfToBkRgBy zK}347ip#~24P;ZAI@m}6$>QowiHI#rUU1mEI|xmw&$3%5GBjq{D3|88$Q=h{Agc@m zm>Ne@4KbuaOxYda9D|~PK&EGD$}PD27czKih@tH{!JQ&NbwC~sY#9qg4zSzwAnERa zx#$`|j$ES6k$`|SaRXSnq#zx!ZoT!^bIv*E^wUrGr{}!+`oh%D8oLU-1@GLs6D7o0 zdK&aoy1q^YB9QvnGw{U~0v{To@ub&NDwlNFS3Oyn(kcQ+86mF%`l;%9D+m`pxxB^ zJv6WZvdl}La3Wv!Xsa6oX?kbzw67qthGvtbHzf-ieY7pB3fz77-770Ayd+qwbZq1< zi#8A0a**|HZ>$Iz2%)4j$kfP;Eh}PVv)Oeq zuaamW<~0gWjd2a2Dd54vq(PvA$dnm%Pw2~_m9?mn^`LV zax381mEAGF_r34M(%mGDqijvyE|v`32!_F*_WR%P*Y97%`>%t-HSQ2_C+(PWN*Fo> zoC*5Q6TM*v8o^P(#!1zA<(zb$^z;IaaqjFpaP;u|u-(bP!0p2^;&5|HKkv$#Dt#RE7&ePM1K^lLE+_=mppm<&5i1S*T$F;n=9wQiLudr_ zq!4DS%pMaQB*=bj40=P3Sm8sjabye%4V28H!IGfY7-$3;vBwHS$h-*jf-0Roz}=9N zAZ3=efyU7WbAg++rr|IPnX%CHGz8H#Hr%liF-kOO*QP2w|D7)v${02)O2`REeO~DQ z7}tg&5OV!ct|@TDQ>Mt+cv{78KbV!B9YQHb%w0-`UJCpnyDP7}^6IOv_N|snUgEYE zdycBgn2Z1y!(wx0G!%`@%iiE_Zy4%t! zHRTS(;%3t=t{wGmOm<63IAzhTO6~+MD2a$Ca01%uiKIX_rJ5RE~Nwr4Y)6o7g{@ND&-m|upIWP(`tP3|4h{s@wHzG+uG!8>=YW$z z?|5-abPhOq$TU9q)tu^167IZMn$>6=Bi&^vofTw(ID5W@kR6T2i%XV<1OVPZA-@LD+y%h$)o`GZS2So4V_CyW#T>BALZC;C?6$?x zFc7iSP44m0n_|EbpeZ2;-TDc6O^Ycpr_$d#Td|MgH>BXXtFfvGb3goTpU(_5ULl$nBL7>qRjxj!F z$g84B5QwZ9@FmX}Q%wkZ1`@aBJOsMT{gu@5$&7y}O2|SDUi^-fwti*l%0bc4%lh}F(%Lqh5{i*FKBx7Y%@4*HkhX1 z+eHi@XD<`G+bFAM~uR z=vXN)CIsh_g2xSKAnN0<2FX!UdPBx|il}8-UWfq{x=WZP%+fEfQ4m8eg%*V+4f1Ns zT~Yz+t%8iQkD;Iv=R%LFpkQ&M0i_x^17XvyV@803Hecm6#S-(5CQ4ph^nM@i2TMMC z@oRbS$TTcXNnB+F;)@IyB*BK$TGQY_sb|a*f2H81XA@QKgbEJX5EIR<(E55m^=pTs z=wY%X=zXqb)yM!b@514zEHt2!#e$Eph-5ce&2J3!GVUmLuB|{?s z)P&~lF3fBqG+z{bOazlLdRjZg<>?DwFTYPb@q{me-3VaXt3aeCeM86K6$^j8#EI&| zqQAD6p(Wq{cNK7Pb@z9>EP2Oun!o!$_xGP2Sq=dgwG+>Ap*d2V106?>0g$>6Go<3!?{OCXL5!gxG()Ho#Juyji3InoH~#Bhi?@j8d;HNL=2Ih{;F zOOJ-*1u;P#O$FuX6k^%k!LjdCSvPA2B9jvAWFA3=N{vjP}1ALt`K=fu4J(r~@1<@-k}<)R;JL@6R}TaQ1Q{7GPsg+iK38GChr<{U#hu*JgRX z%KF+8tq~?#2zr<}05^*&8D>-oyx36UAnS~2%1AiKxdg&MlL%Jq;kXJyqi0hY1)2?~ zFA!}cHq*wMKWoaErIrmB1^_!kLy&?rD?a8ZsZ1`Wc2o)NAn(h(-^#Ovw=X{2^pLr9c3+nCN}$2V6u`3}j(T*l$V%jmAPKyZ2w865257TJ!RRKSt=@hMBzW??ulWE_U3L>D&@ zrzmBCOwnV-02u;UXAVp_B08^}%%GUDG0Vl2v#w*4hCWQjhFYN+u*6m@$nIHK6#@Zy zF^H9Lyi6%00RaXPV51ZaVx=Z!#1gCuFwiqLgs+)GvPL!~ig3h(CKa zZo9(aK+_us0fL^AJrF%hYt+r%jm9h-1O$S^(t?s%x_59#-omk=$D#77Qn#?~zeNEO zj-k6lUb%qMfS9TYgofy)V^(y=G#J7$6s5!snbD{r8qFffi^hV&gr_KXu4hx47}^PD^;~ceg+WRPWXyq(^Ua2ajTZCv9uB2OkD){i2`(Q+wi|h| zgvrv@GAj#YOyNMu*e~#XEa`$}Mp-(dklUO<0457Tz?rX%^g?q~idKpeg47h5BV#y@ zIH671#%4A2>}QUkU+Dd)ndWv;F7hBa53#&?RFzvcyx(H5U|ojvm7OcaA>rfe(1Uz}7|W-sCVu z19CKQBl8jh6y&LP^EX!`aCqr8j+D09s47@c zMU@^xVBS&Pa z3CBpX#|;!cQS$Pb>P*1X8c|{;3j$+78Gxef#9(Hq zmzt?wdu?wIlkGh&=vfh=zw@2%tgfyeI&{d1L5Z84=5<*8g_iQ=^M6ogTzAX&-|=#^ z6#k4A@L=PZdhWUB*5u%LZ^yb`hCw^o2cAQ-DEKUt%S9Jmw1|25@ZoUWpcjpkA9>`F zW<91JKf6JV3o4NMOHcmqUv+M{iK)7&ZNfuEr3VccedrF6-GZrx} zsFE3UJQA3Z%`#?CP&hQ=GA?ToyJO0fB{RMn7ei(OY29%Myd+M~fZTcRki?(Ng)d@e zHL{2V_H#L>539{GE(_sgWXQ~Y4IpDvdQch-5MB;aN}=5aip51lGX7-zozKo{UfFy0 zU|&i3vNS~yR3mr}p(Kk!U@5c}k)|q1$`Aqry*15PE-0a`Sx~XMk(q_VQ7=%1Wkaup zLy&&kBOLa!P#k>pIhtY*nFbj>jVVlG2t?M;^o*!BlGziJSQ6(dwaUt^(h+vj4dwOPampIN03{A-n2PxL<__ za%Uh545h#wPfJ57eLW7=sB<713^bOe*f>(`95OEkK=ce+8p`zWtwjuNgWM?@Yla#@ zM9ozoXlr3_gMv>m#m2@+V8AQP3FZ0EEeVvPbi(<-XV

    n>TO1@WKn*>h89_bfcGo zWo0h}+63-g=qJSaa~1jsSXQudv|HLRk}`z`J!6&B3~dHb_DM|$APC#oT!0&Lac#H-sHlBR`L76$SX#jZf!5sG}d3#2}Jm@FmYO82B>WvwsS8%?KQm0=l_a8aH=yt!T}K-0$E8-ku_ctG>a7+GFbbW z;NGXPF-56mPpD9OW)aX=L&bp!(3G`M5Iux;4g?yoHjG_OV2r%oOXk87d7Q10Mu{*N zW|TG<%axTCzIL69$STuQitE_)65(s#g9i^j{P4rAm%a-VLmOV*F1u{`_pdhiDzh|u z`6_Vx?YFxH9654i&5$?Ta6>nUAN=44!@${_^2a~^@lYoCcK8*qc!gQ_g2gHC!rqAK z{bQL$eX>I`K>vc^_}L9=PW}DYA>hz(M(I1HI|uZ4-+i}73!hv1$5TEZX5i3s+BlS4 z;GN9Q6PLW+X~V$D<79KDb>uSc=0f8%aIiSIxI0E1jGZ?6jx|RRG7JcCAZXk*HX26; zs0wZ9q#`?M*+cHkX$l#>G)_539GPGW0!Okbdh`S;eN!|5!D4qr00c?Pc6L7 zIjA*kp-~FqeAWntt(qz2qR}jwVw#c&K(Lg!l^31_HhMAwj5QG{(QqdvfR&db@HGVl zKKqQ76h1w{CL#0ET3l4SIf~8&RAp3TvKusegvn-2!4xG-GC?@i&AX@?qMd77%?wCN>M-}Jz&?tf_ zJ-PJVKq2HSoUE0|9#9|QAgFwMqZ~1mkxaRCp9RiFm0+6Ei^xE-0{Ih0{@Tww-}%lR zJ9gM?fv}f27aUl!w?jk(2tiO&tye2f*$rLazLNf2;Aw9&Mh0`$&_@pqHjLp5N(rAO zFH^u1$eM_1s8@7aC&DfhjZLi;w4)*k%5pmZegEr^!`lxoYFom^s|m^s zNj*SA7pWBR)Vq8T04NX|3=|=H@P&&Wo(u$%1x+cyB(#5Q1MXyk!sZCS1goK93aY`^ zvk4O*LDulQ(DITLOMEz*(pV}HK`)kwkn@F>%$L0!v$t?$w-Qh9TefWJVdF&orcImt zx8&UG-Siz77E8G_OxhcSn2RFKPDtRl+;WR=-WA{b9b$5kJ4$5qcp*dJi?gBGs;%JG z8bh4PnhJ|0LCI>&#Nr~B-X$rDpK#xL>#cbDH>ch-dlO{LGM;41r?pXmBZC7zG#ZAQ z)hAasj#zP|i3XXVXO_F=z=4t_dydNMgR-8Ey#7l>xtQtI$BU|nj3us@n)@9W})+}(%ELIv>Pz2x% z8W31^&C(~Bt)8a1=xMAMDB)THjxIe@(gYq`#Sw*)jV7wjcmy;Tv`undd+Ckyea!|OPdCzqtBU8F>`U=V2%?G^BG-rZzoHouSCxGVQ(l>O* zcI+5-A~}>O8E|x7d5m;85JY6)C=()^&QHgh=G>qhumr{$D2{rw;&O2iIVy#t)T|~0 zdJQrc;XFGP9gZWbLs%3;?pjH4p@ERzF(^uakjWb6^gyySq*ON?#Dc@JN{Y+Itf58_ zS4p|B@wDd1)r-zu6oTF?V>n9fM`d1K-0OYn!jdn})eQk42#4=5_Zfvh*6KICo)Gw& zg2o=8+qWhPJ{n(272`{&4i0VhTB)UEV?TuB==A5)l!9mhc(0?xvVk zgsKGAEM%}~BTS>k!4y7XF@_+zl`4u9kXKj+mYWNNZmjKxGDQF^4tjA5Y6!%QK9cUL zV1-750c4h9k&7h}*A5wG)o^=NE+r~1o|-8`0!zKG3G4?)lZzS@7d(T7lZ?E^7 zGSyIRLlWrm1j|e~OlZvNVH%>Us__IH4T*5EuOvu7HA}{YW8eA`Xp}MX*{e_0YwZv) zD`4i76t^|XSa10(R)S?EL+Em_(-7lTF%=w+U7c@y#Dy#z{SOX1{o@241w3=Nkl#0L?0znfCCL2(2*qf!qv)svJ-;$YW zG|bqPILBO2((r_DhnQ`93^cwh>8pdG&}cxDujrs$vtHqS!RnzMj$*P`2eXEH2n5%Z zQey%N4q0d*+2~El*TcUH#FcX9nMeOYw+E6n+d1c)?!*VwOy0DvpR~;3*yV z0cI#m_7)nZZRfD}Ln24bY3O$Wd164t2*mI=eVhJpz?dqANUtGK1 zy#@OhweNlJdkOB3;z9t+7zjZTfItuh8A>#4Fcq^6R1!WHy}T+rFPhTiOW?wHl$`+_ zm_V!%ZY~gYP+OlgdQx(JqKZG8_;l28M1wsqE|!u_B|^ZG6`BEj;SAdnI7Af=Ap`c( zBnvGZWPG>)q%=hX78#{Bl#9j^S_X`9z|d?{2rxE9u(Ak~`5H#mtb3fj5r`qZ zeGWkjlVC-FYY-4dNk(Q75C{{1%1*!p2a94hJ&h{y8VkpZ91a^1#f1zX4KhAv;|bXi z2ffA-zRlw*=+MIiK1Vo?1vWxs2#{qOxl2K>xqEv5z4zXGU5u1ra)IEN3|@gBd+aeU zzn(Mo{yq5q{rgu}SEUJ%&85r#{_jb>&n%5!mJ0O#>laf`F8p&{k$?T`U%%%)?{RlH z`|PvFfBa}La)Frgp8M#dj}E18Z(sfDSJS)1hH?nrbG<*B)&KUlza4t#Hs$MI|9Y?6 zL-`_vQ-A+;bT}Ct6izm;_OADiR!6~}J$rof>yKSH0X$ASh+Ndp4X2O`yhDJy)(OTy za|AW)Hs?SybXbjpI!7SRF1}7Aa!SXGv&*?b*_rIl4zOPRom7U58ED+Y0VPo9q*;d{ z{>V(H@biyw47jt0uZPB6I7%m5N1wB?gNrY;aP*zJ%qaQBlM4h-3yhHwH#8u?*|2vf za*E=tF=L~WitOD)+1ZE2JrF~HK5+0yHT@33$IJE=GmC;J=9uW=ut(Lg>_xz*D4L(> zcyJOO;j&g1rDN|Vr56Ps0y3BbA$OCtMr<78rYKEeqRGO>a0ijN(DWW87_(7NQ5Xnk z2=E*K{*Al-^{(9y?7r(??lOg;9v@y{TOA=wO|=Km0A+|n>5EP&Vm2JfJzR0&t~G^>1``K~ z+k|@C2|kT*pjawS8L>13&a(Z_-q59I3OGkYJH+a6(WAr|2SUUkBh1mzGD*`ccMJ{T zljXvuRe(tkQxtjv1il(yBt>M|aUm8Z7dbMhVz!+9<7=R;Tetd0h&~{K!%JfvLqSpE zs37zVqyrWoGAKbc_8KKiL(G}62SQVEqQu2eFA>bqLkW~-m3hs0Qo_(w6P#Yd%LP>$Yu$=V!BmL=EJs4?t7pl8i-JhJDNuGod*1R< z(jY^qo~9H{i8O0X522dFA)~=YqvSGOPX9UmL0uq*>^X{yBzsfr>&-&ur4htsiNCVw zTQ&IfDr^JTD)ew5fThfao*+TSRe%d{l$g=GNDXBNS!hZT#UfK?=5g0UFWNMiw=}#I zhdmn%HC{Aks}h5O_N{Myiy3a*T`!EC^A1Lj2abJ*IWO+)6`#Nc2w5T>>D>9YMshJU zg}h$lE>r1voAwpCM~?N|yWaJ#9Xocor*Ns+01gl`G(9F=Rs?r9fw1+QQ1M$Vg+daO zmcAi({K+WEf}mA50wvh+Wv31RRQoM}@*Mp#6} z5yGq~_NB}oJ_M>oMW&mM~OK=$t4TUA}2G|Ttj7x7ZFba|;O;G#JF z^wZr7&N}NXpD5b@u8TYGyz`B3d?Tgz;)fo3XiW}22->u1lNVmUh;WfQmS6kY*K% zCn`XJKsm$FBXD#~k(prvN}mkSEE_K5naK2mUii#t63CPi1dbIn#DF;2>c4#z6PDFKD81Uk09&rf-^%7YjWIj2W0MmZ_1f<$&@kFLxaPffk3JRDyn3Su~`oWghf7;6b)X;3tC>dY4S3~o)T?Mb{-==)gv4? zQ8Z>|)dzwhM>3u+D>zYwL*MeDWQ|bbXjWq!2;}O?-V+o+i<^PokYyPeie*^OosgX6 z7^WPS={Md-5?crbUEi0D))Mel3Uwwp{WQBmsSRbSS9v9p5lmi&HRV;SG|UK9kD#eG zdrRMH)-zyKgFx*utTY4=&Ym$F%!SZXvQLJbI~!Am9E-(W#K^ct^SZVHvrN3M%)~hb9DH zK@}Mql4t`2MJY5(Ow3kWK@|!I8a+!cgc)*LDeKFIz^quJXbdncoV~<_nU*5~jbtSv zTWDTRW3N=oJKIj7VQSS=^s0wB7t5z{hr=ERW@0e|#YQVB0vpFvPne2NFHM#l%@SHT zfSBmn1B{_wmGtO~Z#)nq9JshLU^ju$0+A#58{@bw52 zM5N?`jO&YK8?0P-v7yIGpNy@0fhE&~hM*^_Ggy1ZzLgYvp-sUj3z48=Vs$s6)W|^i zLg-P!t^+6#7xrd_c3%0LSH1|d$(6;rAjvC|ls?*$uLttQtIXs2@z3x}&9VY7e+7;l zIb!GEbkj|?sBe3{4qtG=1t0p*ha64MJoC&td=4Etbo0$OzxAzeJ>!fs-tv~WeEj1d zKXBl{I`*b~3+&qQZ*a~%_gt~Ayz)xFGWyxiezv~XMrKd_{nsJp((c@IR^XZJ@Nv$# z@EK?>d6zaz&1FvGJR#6)jwwTqT%2t54ur*HhsGh?9gu8F@w-1dlnk9A9UX>RLzZZ; zjEq2F5n##2VdX69+!Nix#kPY;&mPZCOO_n*1f@xnL9-m4lkT%_Oax?Dg7TX#4+D4H zaYrw(!m)Qe@`b6VVJS3L_+YEY4ZhHhN=K+0v}X@B(I`1eM-=xdWW=J>kik$>6CffY zMRFQ} zR8?8p8$yGs&Wzn(Od$ywnmyyr3ypilVOh#%IVvN23ym{Y&^Y1%N@L87Jy;0IYC`7A zfIV<#$V7>|yx8b9P|+UwGR8#Dax}AAx$DVn#MQ$$?7ARhV&R0tp`ci)k3^ucq$lX* zZifIt%n&ShIocSuw;==fYasxtn1?#x>{Se4(E)aaQWEGHGi$?0P$C6Y4d9-mIMSpi zU@opkgRmjOrN9_Yxv*?!B1Q>~4NJLjG&BpDtmi_*#jNZI_^Y!;1z499H8+PoT5*M^}aJNmpo z`n`}JPHf)1*(dov|9`_9-f+n!mt1@8wO%Uy*2{gzN4`E;a@+E$zL($YuDi~6$26E& z0<17c+fX>I0uoHgqNWs4!YxZZ1GJ^10vZ>_a-nA|FU#G9W=a8tGhCVfgT)B=Sh)M< zefQlbBZq*V3p48lgqJi47*-9#J_9r*t|^VZaBVGuKsc}`%ZouItu=bpoNp%>FPd6a zwf8h2_@E(>S#b>oBABI=zBN@!t6fI z9xODySiCf{Sw%A|YrQjBZ%Qme#0bm;#Q~GQZcV8A7ORBe;jzutkP3Glb2$>SynxZ`Smf z=zAkzZ?^SCqXJ5*j39`pXCDoe%t`?Ww#>X@i&7m*)~x4z|0vJ3Y^_~@V6!pB%bLPL zzCg3DP$)QXQiDR9bc}*lS40P5X{ne*QG5XvLta$yCW3a`gC0bD zyZ4vIqG)Q^VE11lMx!Pelqibg|I?pyzBjurdAViRP1VG+X?Cx(_OqV#thLYCzw^8I z#^S`!LyT1;k!DV-!Z|6yK&L%&AXJwbVAut^M9wx7pUsJ9binG*A4R!a%nNsY}>gmRbX` ziIo%~r=?QxZ!L|mYOLW_#Ritej)>*tG05&7i$5oA0K$O{|k{AMX61!lK*1jMP^lmJ*tMzy<4KLZJvQ5HOk z0w&UqI0G5XFaQIaIWfQlTQc(_%;v}7K7nNOqmo69Hl-yY$j!)Q1oPvCAAb1Z#~*+6 z6W0#y?giW+A_SZ|4py?OVHARr2|*!z|Oz_c2GDU43GafWI89U zIl(W=g9W|CZ3>o+h zequy1%*Y*&KD!-Cet*iQL5Nw1IXsvsCo_I0VHkQG2L+Y(!p0q= z^2yG|0EvNSU!c4c`5xh0e^h1wxri|s0!g~<{o6Lb|4#paVArmH-u(Xihd=$nUeHe} zm=`MVQD|vEC7hpNRAzb-X}0R6j(E3_6gFU2oA9weyX16z_510HNLf&rKT;PF(2KsG$z}XW)@YI2#zha2|l3Rz;z8 zsR>r`2yvMz`q^=+qC!Z*25HC$fH|b^1qz2(yFnW^+iIp3-s9}4ag(?+-644L7e$gw z^7v7i$&dmS8=G7Vf$(G#?;i6kI~Wb`_VpGDX^ldeVa1JslFg|xF^ zehKCL8GQpYP^qQOH8*&`F6PCxct?&az36~b08ze0o{9u~K~Had0`>jTbF&+iV`oc7BTYS{hS8=G9J zFc^?%fd_zLBoam|T!Lvb@u&#y<`IQZ36@~2QVt2Au`s$37?MJ4!r2UkxUmgg)e0I= ziITS-);%^_A?+7fEp^G?Eun9c!Xw9=nD!0;gH?Vc0NUjoa4D%-I!NMO;t-7Bj<#%b1$N;dX>T1h8 z6dN1Ue>zeko?w{SWGGf5fA-n;Uq21=6EI(R%^rM99&P^=2yD-u<$wR^3SV0m*V2J& z(gE*y^Y@L-Y4_js?|+>GhGW4A;CXlcI1ro_onQ_w558v^hSLe)oZ+5S&E}2eOkv2$(DgB^qCa5aM^vII=7`jx1p?;D!4{_N!QbzU9>Q8`!=Q zQqqCuP!*2Qc}R>8ASqA@Lc>y|IBlmg$twbBEYOmS&T1Y2-+wWy)Yol?u(}AtscN}8 z()C$L-IkqGHwb39G_tiFxh(C1hLB_<%wa4E(HYE;#Ncc@Y=NF1KYpAB7^_m?vC9l0 z&Uu9xzuoxl=J(%!nQukE0$!i~@8EwOR0~dZ2}kISOF2B`ndzy?-7vB!pAt@qWFe2u z5YAAJq}~{12d0yg4Gh_3;Z(76ghm`4Ge$>8;o0*4404q ztpZDjGv)OV0L*aXDFFr#jF4cJ-x4rAY^#teqQM}~C8LT;Y6gR^G&TUIxz6*@P>sSF zy&9FB9yfD0h8x>>vL){ZBo*$?c}zY8U0GgfOU*#oQ0yLc;Kftwx-YZ=E>}fUPqC z&*&0kMr}92CmU!hp2F?I=DUbOvORR&w<@ZxZm0CwAg4+IE7Ygsc<|!J^&6toFqkJ$&fMS!cl>l4NJ<$ zU>0JaHPhg3SEDY$=nrR)q36+12>oC!DXnsVtB41c!SHD%T!Fsof|W~B!zD>t$JuE^ zCqL$nGKBhRhE(+&G~Ht^={H*?Rjh89=>aa>Co=uWMb#6{5n`1v{Hb+gzzF9bJwYW4 z7(+-TY60jLa+0&bfgKfDB8K3tx!ZV_Vhp z0=u_)fzAXk818elbaFysBbA}6&S%;n z%N0*GaykaZ+KaYB-r9meQZ@|&F|&>MwbUJ=OdhL>Wmh0u3VoK;5+3>)ZpE2k^FIi$ zdF-*r_U+r}pCkFhErIx@iyWTOnaS^DmPlQkigF?`3~W*` z1Trx5NJJi;3}8vI@w1Z(=|hJ|p9sE&6YMACj!?fF^~+gbgdM6*>5^8UT7=6&3=g&x z)*l_iro&dH=p#vXtH8uKY2k4)I{$@$i6XuiEwPX_Uo1T3RuNjFSs+5nW%oK%)%MHx z2!mfNr$C0-I>WATv8WWH`3m$wro947>Jq@7nvLUsKEC<=*Vo?v*!=R#^X`AYONOE} z2Z`4$6=9H+GtIK_P-57HK1WnUiFyeL2_~skI>&|z;fJKH63k*FREU97APlgK+DMYG z19s4BRV{@V#qa%G2pE9RL2BC(Ht}u%RcJ3HVHs{SDMXPlN3NP|_f4YBNsBFXL7mo+;pBfxkmVrve(tx*x?_=QVh?$a4etX1;71^KV} zp(Oy=tcT4221&B;^eNAl&ZV0{3jHC*Ls0|Gm?cu3tw9B!9#KNPB*Rn=Bp!8vNt8dq z+B-bdf(Zu`h|m%qM#HKou$0?Gf6+meT?3#WbBWp=wyn_+0%W(Rkd73!$QxcF`XMne z+$!4cS@66=x&bVitC3w4VFtUwZpmf-v6?YfFGgJ9{|_WdElYX@+-0tAQJU?J``Jy! zgT&kouPt?((d~hQ;SyML4EVNNA9R=)J>)bXH5`Me`F5TTWTX3>pP|6fd`;G2JTL;g zpK(@>j7H2cK#DbU3L&E`73y9pRw9EFXW%Y7S7DGSM3%@Qsbcf11+68BdWu!`!SzUFEpGY$&22^!}5zI`vB_WoI;?#3g zhKgutRXH%VQBr<~5hl@PNOYKq}aw&u`49ue1N7<{FN5h3PWC0e!W|$F5 zC$HK0!(&w-k1Q?0gqLDucM{SDfTw!Rb+Q5z#z_enuzs>_4Ia7Zmq;7obwCz=tKCR! zw+fgg&UoscDByNSMm$v^1z6?t5a!+vCJ>=jhE`wzmYS0-#P+E%k!p8aYMP&`A3S*Q zzWeU;6GE}7kd7)yh46qm?!?+4i3*p3ZQwW4Afs543{mZ}rIK=z%4t}o2RUIb&Dih= zcNYn<#Dmik+3;3lzy?NJV4MbI0AMnl`3!sKUb4gnj$bWtmW2}`26}w_Ny^|s((S}} z`|Y>=3mV^l5u&n+mcNHuuYCG^@x>SZ`&U2x^wXDLerY$mf6!WzNJjU`ZOgy^z0%i~ z#kX|ensi|2-+vuD9%^TWC%0qD$;0*t8w{6DfKHNNE*%<{#?is!baGUN7wD`I=y>OG z6j(*>oDt$o>)7wJ57K$%v%slB3_KV@B*3D)yg7@u{w0Z@s=fU3%U&}&t~-|?4GKE| zo!C~LOP$QlBDN|L#*n2GlBY_|qI~ESYn9>XLo2)!(pl{d=iPVT^`BgR_~C~ic;JC! z$Buc^RsvW@t3aHxJ3P&ncnl4Z!XODVu#(3oVDA!jTa-Qk)Bzg=sV7LZ$VscEHI~0u zCQCkE*z*V)eubY?UfJ6tYG2+0E_^s!u3jtuxxPw*JHa`S5oi z{O&Jbfqe^J-}U?d{5>`$&=0SHUU+ndN3n7tM9xOSkJ)9-5u%Vp1`|c__>|$qiNA6f zsYSAN7rb&CJeVUl3+y%3+|AE3uTQ^$^_fVFZ-rhGyawA=pRN3mY--Knr8ao*+Yt^iT>*oiJUnY_YljXUQY=02{6)D;KRoArr%b z0%X@BvpXNAz_hUmNHz>A!WcY;j**IlA51PJE*Z8vdG$GbGY_!Y&_J=a!+;k~fTnR8 zsI)~2OKdkJhQKx#K)6e?*_H%i$m6c?haX-S{Y8YgBbNYF0g%U*2-2l;^2joVbT9@F zySbtUW*Y;cVb?G)Ae*DQTA*TWkTM;Kv;~t?b!x;wsv6C$^3)R;Lpr_ERZf7KBO|{- zi8nn}D>(osJbxWv+ZQj@hTV5BB^v`_a^>NaLWqo(_^oncc8S@H%4#r|zzAJ-FD11o z=L4`9=IS8&gU1_muJ$=s|GDnu`jL&F-f&+3w+DeWLj}tv|m% za^#4|0g3iX+9N=44Dj^xV@`aA*-#V>VgdR|G7N=<%gE@dQISnC%jHLN_F79R5pEW4 zFbsJ+=wND;Sy9qi#U_P{*qp$%OQq}-RwElglLcCW=K-TiuA0WSPnSlqFb*`~{Aj19%wKG2?shGmS{Mdew{+(=5|t(_ZB~WTpjSKykyoji zl1k=>QKs4%V+#OcLt@Egm9nKqs4hx6Kv3}*r4s^7GgUldg(Sl++f&X$7^<_HnD(es z9UK0_o6`g7PRP!%3M`9~>q8A!3&Y^lC~q(R8`=*&^w4w9J?H#ah^l2YNFvyvL`7z? z28@9Lzl;pInx!+k6?xcF)DRf4b%u?WP9BM{Rg}v?g&ZaTLI5zU+K5)YBMYOX+Q^pI zDAva!o|@Cs0bt-6vl6-+&330ZOh51P{CY+43G3g*JLG$>qgF1nyOAU$y2SJ8r=R*C zKlSC;pE}zq&JH?%2yIn5#om7V?Yp)Nuj|+3wSOU5IXt4Y=M|zI!+z7om6O@Z{7_ojU$Uw zY+@WB4jiA4UMIGkB9p0bUyA#oA8lYMXZRfSy~d!;*^5mUs=RWf&~XYzn(Wb>C(Grzn(4wU1dcB+$FSB0}xtphv^NX#X2DV$%RLd;}K z)HYcHvqycP;NdYVgdS1VJ`w)!htK}$*`{^_$gij{f;5D*ifYmfdWqrM(ay zKN!vO@+gFp07D8D$)#j$ZJAX!21z<#37Zgsx{8*QB(o1Pch1JfhMNR=O@PEB3Pu&g z*quH@i`9Q`lD^~kSI@%z&KH%CqND~BZtzHL&_*h42=$6>36G-Sg)>~Tfu&=>m^n3B z6b8bqstXv2a%ki90<2OVm++WLa**b>5^7jLS=MFNr!x8QlfyA3X1yf_x=OV zaXiQIJokNF*Lhx_^NPe1ZF5(NG$u`@ivyOzub;COC=0NtQt)qg9>{fbq6yRd1Yy+i z1&dc~srup3aW$d09NgYv+Mhld5?$F-I!#pC`2J_%iOV6=X6+X6ooI`LgX>Z>PhdQMDV1a1)l}_WL+FetvvD?WxGu zn!k(U4@%Y+-=PxdY0_cvJo@(owJ-X||^Pq{=*Ad~LvJ%GA&`hz*xdu_B^HJu( zEyBFX0E>sTHTGUQ3Kp|$C0B;-1(^1lFpMD@m>a+6n;`y1Ji7LBm~yGTZ%IX&VX{ck zfJrR@mugTKxE%2(eE_aTEpPf`Yfl`le3D#kaa@U5sxnI7NDd70U8jAKf7i1f3B$mE z)Kn;8pXC+FUKjw14tDP%&CywRElyi)-WAUnj~7;zv$zQO5n)CwuXT!UCzn@Lok_yV~ry)0pq; z&JS0&-QU;f{|X`Ms5$aKn9Ke|W2l{-A5T`?=F$A_teI0~TkvuA`kmT~Lq~rW!g4%m z-IATq;@QtzrX<6@nbpR=&r=BPz5))N36Zi?WLz3rDoDyhsva(qejprann|q-SXc}@rPq#A6U7odv_LI;KX72#hj>!q=ui@X^p+LtwtqhM6hLu zt^AEFPUKOfn0p&b{;9*($rmR6j#Q``fA0H?8qKCY(H^{6d#bPu;x{mM!Qi7uI_k+S z(j2=SJvSdWdJMd>TX@)ftB82@_v<`ng2c!NJZ?tXHx@8F?4B53e*r1<`A>|s!ZWr{ zORJ6MnOT|mjI6b3ZjSW)|B`lPQk^OJxer>yw%mx_ky{~R@Dt}LngE4V7boL=DAygYF9IZi*de&4ozvG8tfuc>;cdX`KY zesh67^gb>X%94({KqdJ4Ned>c=s`Jz#ZytSwU0*SXqwA%cfrmY*>M5g0CP zio^=(M$9UnW^FkeB=m<$GYU^icnT}9N#YHy=({$IZg0h?FY@2a1M%{KIm*s_tw3hw zyOiqjN%yWRJ#hRV_1b~Yi}5$fwoS~^WLwhsaw&bR;FS+g=zSKg3Cj~|?^ubW?DM#& zKf7D};jm%Sdy~(FIBfJruw@hO19A~5rj6hxQ+i2f(M#4^F3*>I!;~vK`_*2zvZVH3 zXYO9&bh8uJAH$$F*kAPrm{l&h?6GIP)BUz!=2`-u^B~!6U$s#DPvz^$Tq00TXaxWO z&5POO%sOFePjcZ+HIu8E<_ClqcC{B>!*T!q{)y)h*#{-H#k7Xa{kM;lW#uk2wAw7p?TXJQnFj5^k?3n;ggDd@bYn!!u2JDI z=~GYN+6FMklO^w`!BYWN;!<)BfuXamA}i>qJ!`oF{M;G?8+|nkrqU~1lybtH+qEuC z8hCDRd$ix-${30s-EFGKg^NvcfFArhrMt4vW80uq9J?TG(@Xu{FN6dOCIc!j>n2m4 zx$}+59@>;B)AH>>3iGmv+ycySoheV*Zp#R4nxMne8_pIwQn=012OxK zXgbrPC?6)|*K=tyUc#?GKXlny0xvcWZu3CaW5@urfzZ7TniSiaJI zrW>?H3%p?PWe@zPx;QDO8o#A`Kj+`yxz=AVnh$8lObcjXH_ z@j*jGsgTe_P*7R)aL}G}pt(l>r7H>rvPv44wwnDSxI#>NM8k+09%Jm65M^W>pfL{A zyw1c?iQ48%4am4;{&tuU_3h2+zew>=)%0t`WDWlRv_#)PKHS?b_^aUnL(~9JxuE9M z@Xg@qqhOmK15b$T*UjE+a;MHW5+q&EY|Wvu|B;ND86}B1wB5Fcw0oe#%EV&+s37q0(tdb*cUB;!+HOR}?dnZ(hX z$HdFa+M3TW`f6+SM?6*Epu3SE2O*!77mcSH{Zti^;t&>wViAA|NJHRGv!nM{WVP7& zDs}_s%_?WLnbaX@$f0C}FN!jiUJYnmkzD zL<%$!Iu8+j46!=U!Kio}W~&kUJwWbdF(oFb-0EIyt5sv}R(b-3iPV#9j^*Rqj5%>; zS}^+=hjzR|D|9)znGN}JJ;@1OiTf1-sJnaXcmVT8GVEqO^)l#NdQ+T&OwvHW_mSDDcR z1z<&OrE@?mQ#^S<_Ti&(e?4>|&b!^N?`t+^u2FBX@;guFW^EEwSRD|_$LI7P-iqE3 z^BMP3fm#CiI&bhIz6J@E6-J$~dNI-eFkj;^jx0L51HVMfcswm)WB#MRr%S{pUASIt zIbwy-!U(D1P#+eE4&JwW}?8^Jh0XisbNu%)VO;(*F1N>*8Ix zV7WY@-+u-AziC9?3uX$RE)Yx+N2SQ6KCFBiJwWRF=*V5 zGDf8*WAg5|KD(u>8u@p6HZr)fIYHS^XGAXjBDbxJ;(jOeB&MCBQKnBpqv@NswtoD+ zg+i-1M6%dhlq9D#Z7^q{eJk_r3E*<+&EH49O8V|h5m)swi4yqaSn7q;C7LV}p8o?+y1H}VWIUiS3YW+;t!0qq zTy(H#hB4^m3Q}a1)LwD8Ma8&j<}nfmXdKQ~yt$FDkj`|Xv=C4&rO5|(o*^hLc^_XMRXANVFSH%wHNPfb&Zz>-a{9u4 z4KBou(7F4VZe6{9dj6&+K+J`1_>;11-lH_Vs8O~t4Y&m;wU_INQkMP5+7~TcRAPXb z5-pFo>u4dY^H2>+^m;tRSrs`EniFr4ff8`u`Z+k^Q{5v;DWE8xh*yDQ^7+oSh~R!i&8*Fc@Cgz@iCw0bD(gti2meKa-m{1 zP6B?XJgt#aCkJ`ODdZL9r#XlckT@#a_aoc!zqb=>{rZ(*H&gR?#umIJ2v~@gXcviI zFCz|4B6xCxoR9m;X9%`y1I4v}{~d7kCiTY63va%5l;H1Vw1#0zc~?T)>sSbHzI}H> zg-5A02nDMP=)~D$1wOpm@*T2vX#zlXMVA%2;5w8atjf9yA#-cE_1Sw!!yJXi_srNX z+b`1=o;i+>@#@iGXn-%NUYS#X9}kjGe(zFG(m}3`$KZG-F60`(Q5J~-%TPCK*6IK( z%74`#CH$B2Wiw{sVa$=a7qg1C8kO+NSm_`yL{2a-ZTa1LMdxE8n+`qC%bQX9RR0sJ zs;4Y6WhRMYlq#S7?V21H-zbQNtx>K~h(0F6;FD?Zmdt2@;tk$Nl^U(}_XzKRoyI_r zM7zTUf*Z41w5DxjgV?N>OmOniG*{gqA)bYY${5Z;Kseh2o7kmm9{YarQAbQ=4k3$>nwHYM8=@TWRitXF zW7@G3yjs9#t-tS%7n{TZljeW`rWy7Xqvc8Bs#OSkPSYMoc<4m!E}+dtGjaawo#f#Q z!!H`EoS)$|)-O)X{2AGz0m@)xrewxAKXC#H1%~LZM&YBHXZ|yZ*`-ukpBZ?kxn#L- zpPwD$&&>}aJ5EMLLNMLhtl@{J&%afUz^1+UCYi_LZ(%d zl8Od#+pAP;_=fH>WIHi4hMEmXGSY23(5I;!s9Sh~=|i2(L7kz;ByXvXo`Y zI(CHT%R+=za)Yma{!_d{TXCK2{OzAIZ}!!Qn_WD8DJg$aNGkW1M-m^B&kQXQVe(&K zVm51CXI3g_Dm#)I4|p3UzPrdF*4&v%5?_5&%aEKDmZ%)D?YC{$Ii&*&%XabPhnNP&C8)= z@=|wLX~B!XCwvU6!Q2q@gh-dZC`6^40&tC9*VlWzGU&l+7sxb>=fGmDiYH{b_$Jw2UJYhz~ddNIwP+r;vf zzEzX`z)LOC2_igT`X#e(`it>WPC;;ZGfAXfnyRq`K^tbhs}CXrG;vKXabC`TF{ZruO?E8u9O-ND=UcvN7zd@{e#VAyRQ7hTl5kBNgLYIiXW zGs(9!B7e0aHJ0!Njj}F@(kHo``FJ$A8r=O#24HorljHowml}S$bfg@yD$BrcM`8=B zc4!xLRaYf(t9uDAYjmN`<{nkPYLDujDLi^dx8`R(_r){JJzP4{k#tC7r@s30t4U5l zXwmBb$Fka!v~;i|8YKNb!xvzfn}$ffJUg3ZBNcJztt}F+brPNrP|#gx*EcPamP)l= z&L|rU5Y-UNhonths%5`0l=PlDDE?t-x*}+h8}ZOeqX6B6+!G%;xNxmporOiF#QaMJ zouL~*4Vr}*KEN$(3jqQRU9BMJ{4EZ~Vk{k0WE~9OadORyNv2;W$28}#@zW)Ljhkon z$~LCWM+}Y@5U|aaoFO=W)bM258xHOI=#nAlhX`WF3Cx%Sf1YnwVa;XMTR+bkX9cm zg&Le@RaPD-Xpbw0-frZfq~eDA

    eO=Y%oeAsIUuUUwr)p!tDZl99mo_ogEE{sd$? z@m)?b<(@{ObDMFQ7z>U*eFHU1r!wQAR1v+qpJHB0MR~xIu6~VU!?emd zvg~5&wxCb~iJy?=5Q>f)%(3D%fLg7d=V;s$qZ&DB6>P+`ct%OwejcOK9DLrEEFA8X zY$v7zh5DmV`E(C*&XPHequB#WAM=|v%zo-o?3&@gRN$?!fbUX&@)b0FL`^`ewNXu8 zp)2CAMo0EviXR-DYS#P{9uQB}`BYgQA&A@I6d2x7?W7)lO=Wya6!70yn7ee3%BEw0 zVOml^&>wYKJ-{z%7jPLTrU0Y=H_ZQc36@$etniHMm*@E zcqE_W*8rr!hb>mFTGeFr+rR0C*v&SfvvQ3ul`KkbI&Z{1y6 zcmI4}5V;z;s9o;W0h)R`16#kRu9YUQ$*6Ox!_FfW*VohhvF2SGI}4SaCyG(D@F3ki z;L#x{c$F zbb-~yWYk#rvSLk)s3}8gk0?<-$sdr^>bpkz)-2pjU1zTEkz`H{h}p`Av_jGq(u0ct zNpyCSy0UYIR>}fRRR&sai%lSP%d;(AzT14XsN*YPpo3=XUd8(mLQHr|0a%DOnepp& zc41oDDY-$4gpphI8fW&k)g@#h%9DxV0)!J|l{BEn7xsiMC?1}ENR?gY|HpZwEzZf_%r zJqOXA&M6(Grp0MWQb&)6spTxmHgk9J;l%`9VckY^ozy#UGK)9-`QrFY3i>FyK#&cF1v?y1!jrLNcF+*dvB?JxSy?AxqM#o zf>(jL`TLa{brDn* z9+!Z<8cqB_xJclE1{7Thk7Ozh34@ws1;9)yt9@!7h&6Ls+BzuzWd z_eFvZu%k4iK>f`{L___&en(w~Y-@SdvW6P~@``ldvX~RAf`$P`J?yjT@0iE6Fq*A8^)>0qJ_%`O_*TGu@sE}XJxIg`T0yemn?D? zAtZoMcdn3juBVcbrej5bYDcgt4($Cy$x&363f3`bNx1@JH-Y{|YwA4E&xLavGkb|# zW>><*iVv+*=m8)sYqdTKl5YnC%8HoOC8y~al`@Eeaz8filzsGlRzI53&#j|}j}7X* zd|?a@Hl*5}y&n}LQ>Pou4beKrBeCVyJsnVd@T1b>T>+lNTHa4kY%zzJ&JBrSutbn-s@sMKzfpF@5Ox4Ko9>h9XrOS&8 ze^cS^Ic*S!fC@B#V`+9cNIj_U1`6)^SyM`|aPRxb+kCXF6b z&sh=?L9#uYasj`#{<|&g#S((?Rg0qft013bNW&MQOByhFA8|B_&6ht$NkG9zxDBP2 zu~k2exS0nVO4EYk+mtZQN*`*v-Z6nKJNRL#Pi4vbPR&O`SMX5?aWr(5cvCSKRj%Y%m<4XRsK5A45F@E zll18A4wZQs(uY*-c33K{jgB0x!JKxpLmqZ?J%tyV$JY2(dS8ae@J6*E6) zaA4URlU$^YIp8>dS#%>;p2TIxoZpJd;t(RFckxQUoc^4(n(?2k_1v#I1yr_AB2T?N z;e1()Y};7TEb-xC9=Qb5dXVIni@K=*AdOOo`ebBM9f{Q$oi3S=3-%GB-^47r}Q)wdW%#z#4D<|HwKqaE4<+iMSC*Z2hCXzg&H%Gh2F+KUXB-`pkK-9lWlI7bLaVz>GF zN=Rx@M`*LXaIFHrj*FHbvGHC{0C-ebMJIXkVi4*ezc;p_=aL&ndng}yZgOwr^JY&4 zsKyX-9X4wx+Nxlk!lFVmr5{w8Xw@Xw%rO3a{9Sk9CbU}qsY-aHas<3@XGSU(56$mK z`tFx8nwT&goqi_8AEJjp#xq14Kta)y>?#NY-Spw@bPEX%R}DXw;JEeo^kjp`>-XWu z_19Ej^0+>IM3iB1sLbQ$J(Z-*Z$W8z;jt#~6tZiai*)s(8o6OOarWNnds{4R^$hyB zMhcOy%A_h~FGqU;v~VM26H$&#)JIit<`SWU!X0we_DDn8Or}z;^D<3uNBdfRo3n#; z=`C%*-UI7J3%Qlc*F0(s48zCnjVUOF@5K!1=b_rl?QUNM-}ll+gnyuf1BgIG<`5!j z@Af0Oaxylw@}do5`Fz8Hm%pOTBhQ;M#w^$B=+XEsBo|#%T8}}-;i@B)id%1C^A!$7 z7o4Jm9oGCV=;ZDq>*m!_Iw4*D^as7gsxWW*NTQJVS4u-W0Wi1WaA0^ZeYt z0v47J?wiVis2rKJ!O89+f}m-NgCMNAQuQK_i_+`h{r{HP4RHj5N$giZH+Mb<)7cXK zJ`lW)`I3$*TYGZSRRC=pDe!q$N4H`@g%oUa)si$;IW+1A*Zy1Irq}QFiH>yA3EUWN zbRVMCDfzVszLd)K#>&16qQRY7ClE%*kB_p&`~Ogwsw0ujcUYPl&iFis(H;EF2GUB5 zk}|sZu!3D*;0#>F?0hbThf;El$oTkH-P`I|*}~-nXR(Q8g_llNmz}@x=~;#e0jCpf z3mkdHVrLSG8zCI27A=oIq&=Id;GF9)x*TIYqKfi3D7yMUz^u)7EPtbC%AH99L@DfS zF_*n}e(*(}ez1nWc<3V!td*UD`XV|9#9Fmx0q@v7gJWCZmR@B|%G_XE=y$`%=Qoxg5wcr*aL-i-z!6@hQhA9ErPu^ddLLp=;y4wzE;BM&s&~A$S2H zw!QC-WNW#6&OtcpP~1XqxQWHxHpiox4XS*UpgjAIUlRd>n8;%ULm<=KvBC;tt0X)J znIB|NgoMYL+?5@@1Ow}#-uL})4?0Ql?SZO;XOU)5++IrH@mC6MhmicO+o`)j?gwqr zXYqd(O33W#w@VREPY(C=0~|xkwGAPu9YY^sYk<2uI>F@)wDlib%TAu@r)!57Z-*ZU zxfwty*a_R_04SvQ?7h}ow?WW4ayJ7KuI3n@p?}Igm~s^j3)k>G;n(sijOrL^d;GeO zEj17VsAeOeHK9lu3XyH>1QDarUXDis9pqwV`54x%M<9JOQoIrzw!@x1a-%(0jcV9S zcF*~3ln_-0CW)g=?z5RjO+GW0Z1nSNfE{F0zt7z5xXH5b-$RN@G9oTMG15Y+1rBI! zhm1Ve{>O%-5ho!gwmUYae5pOrMoCr1VnQ5x0fGy=Nf4ztc)r2f6(jY?BNqMw8E06H z$vaD_Txob$Rskc26SeaumG1s4vwD=kvRv~lXmIVY5!&qB`e+t2Y|D(bHBVHx|2C~v zT?B>5WKEf*!GyLyC!@?{)Gv#`)Bq|==hJsb_cKUOq=?Hvgw*veWRv&~a7H)WP{S_} zM;uA8BMH#a-qkhJD|IY)g?+SMARpRbW(42>a6^uieZyrCpz^jm)mO&1-=cc!%**vo z?~19{xs}oDvn0y#Nt3OZ1*Ywk%}WFq0aKkg{O*Z0dpI&Cu50086GbE|<>%v-JKcY# zN(|escP^tL!qEsiRUiykBi_~f`-MlS-o=WI$B$xuDi;Y0Zan?;p5Hd(!+UKxh147+8~KjK-tkY=>gY@Lhwfx>Yco?6pNQ{|FZu3 z%d&j$itW|zNS1O&=7~V7ucv>0o;}=Ic`Aw0PPtSm-7=do)W`XC%O*umZ9Ryi=H>ZVooqisg_;aV1DXXS7snI`}nyP*seAZpaA z=NJoq-c$DqAk3l{3gWq4bupO`H0}ijtkWu8bPWW>GF0TKtEdRMXUI`tk|@`MMU*k* z1&#^&3I80~&BIi76c~uH)OWD6N-d7LU&*bnGa2CaG3zs?mS@IO2iJg{ZqNJcjQ!Ek zIKE~pP?u4~qQ6eKj)KqgnT(|j&L}coSPDw4G5a*@rS0D$Gu#8_i#9-=XpD0wPE}Za zt*f~xXgG2Jpp#K8F9ucu6=ef;@4m3Re}}8kA@xf*Jw40C+b@c855+~!4`_*CM?97~ z)S=v$-G4h@cJ7D1G5D0!?e+0v6sKg8^M=`Yn>D*1%^RbhEC&uGb~NpDPl?^=@_wN} z9_5%%o>}9au5oZ_GG&M}rJfiz-Gh)dzMtWn(I+77dPXrc7j}2vr(+J$GkwZ5Lz>yaeB$+1d!5e|VN~FmA>Mz`BE3c;Gw?2e|5&}{U4_R8NHX=YMz7Vju5o1KbmL&%oogv|Oi^Zd_ zWx=hMsoT~qMwGmKT`G65vt_`$r>VX(OC7E&?$&d#zB6B=s^tfdB5uHQ4UjN!*;b1w z9?~>JboS9%-pp7t=W!FYiRH5FrJr6(VFH$2(vv0UEQb5?3c`e6k>C#H6GSt^*qI`o zRzN#%m8<+w-p2>OfB5O1?7#Wx`qJ|4#RdD`VNve?60NifaA_WMUo-DqkLq5Fk9zs$ z$Fra6;Vcz5t~zNgZ+P-Z=8&9KT#jy{3$~T|k5tCMG|zel%5c^`a71ztI_#JH>{brG z(C&5djTyKaV$>465aeG&lVup>u<@~9RyIg&o2C|4)*LorEkm`WuN)ww&ImdC*#Q~Xe zQ*Ms?TX{^iTG1lY{>mTD@YJ+??60-y8k9vQ`VFBu0EEE+dS_{kD@8-RuAlCq;V$vSf|7uIGPVuXE#T_h zcz&FaDy_n`tn~*sdisQkR$e+*{F+|5biE!0p~T4{MwNVp3^mUOy`M|PuIiWS3(BXN zzM1`Hw~4{Z_g*Rq=J|dd%{{^5vCcIOnM53~)6cNUXt=Q4O?(^=ODef842TQ-@ZZ&! zLT$gQ8*|xE=U-x_AP^@jor8R^W0Z*%`pD_do7T(^KaCy^u3z78QzY{M{Ej|^yYVPG zv#{`q$rvCaAR?S@a0UPm9hP=a{)8q=u5Vb~X;ix@+MPVB6&cB|PM52Mq%L`gihlW!U4?|s?{jnEJl zQp{P5bMNQbQ{CF#h}j4h$W^(-g%%z{NqIFA(1;<_wyzgfB$N)Q)goj>FA7{I&wAx2 z6CfL!WDQR;ohBkRAiAiMgVmH%7Gd~e5qcutLO*iBfG?UG0$@^F@4taTdxi#vqC4q% z-Z_Xx>6|M(>5RYOiqgRsIag&#wi)$!z(yQ=nM-ViZ44-B?I-C&?$OS4-VBx8;bY-3 zc{n*Pd>kY$(^LciQAE2bv1UDD)Mup0J*w8dfb|v{IGgV5fwVV!+tq8>MLdG=Oz{I_ z=~F!VTYM|IQZTs&jBfO+dc{iRCe2lt&uDGL1>EssFt$;N@-?~u4z`6UkU}t>%7b!t z#kS=0U*a)pY{4|CO7!{)Zf@;PHrT;~_r>A~eJ*KcANedwZ0Y>Kv%fDuMolMmB|8et z@mJNoxPM+Wz4QK+O-wnXB~{{k=x86BuK_i-Z)mH{x$G@-VxfR=JIGsC>S~dQb#T>_ zKeW{T*0Ejq^=0>eNi*Z>AI}%vQ_oy*d9`<{9&?vUlgoWmg17u#{=vn%gWG@acm0on zL0gzQvq~0#b1yE0c0hc6GG`l%Tz^6(x@~Q%6k=P`IAirdt5{{1j``gh%r!)f%&1q6HV00|d8{<;i?qGc4z+26nuL=fx{YB~M@-x0 zGw>t2ckE?zI;%wp9ZKQh=q&XlKzXWnQPKvHwdfr6YHB1?Y89~0@~t-Um5h8kqtAL4 zCDB^TY*YEOx}m^uw%pB$_X-XkSpy=AG|k|Y_7S(yPbMw_5SK?aCAGnd2XAG5FMKY% zC@ixPvhB?-p^uJ2Q%^qEJi$WGAJ=n+KdKNH&OnmmI(-wSvHb#eJ6Tz6&&D`C?fulx zaNgKq&oMpX?{a_ZhipaR=D=|%ou+jqlIgetqZlv*<6YxPakmV z4~kMtmd|-1nOParW|^hn!*IyNtdFTsXueXaw_vp%h6aFXM>{D`~w0x)haKQ@yri|RC$N_}7>gZ5Km<&CxQ z$sM6=z3}gXZQ5$bjrOczZ`#sE@7+RKP4$f9rQ2)7R&V&(rkhx z@*x0W89+D_5tfTy1>KN@)0aOnQdE(=3SFd z{K4joG#HGQdtZR^DOD!@88Wo;h5cM?)~u`qzs*^A#w;nH&JGmUf3-`k)hA?nWvY2TUPE>=^l(dv(2?-Wh}qc>am}tgdd_6g>q>!d*ne> zdOiH~?sT77{SsV9ukwEMvSa_t5D#llK1q8Bq6QRd#)n`7;H~WL$<28nz&$!!`*RW` z{<$hxjyZWtK!YjUonrW?WN+Q6y+j^givj2>JDV?~By|9OnA>GIX5!G)rC3fZU&bv% z043ojxzgn3dogO`1{YCcPA-iRK%133=&*Nky8mOz>p{qaFV&UjQomn6>ulwPzi(GJ zHzn$aJzM&kvrV`7J9}lZ8}Z##F)Bp*f_~lZl_GAj*eQx+wg`-fQXaGGdik1eL^=Dx z64?RzNRhwvXo0@Ari(sk1RfcEtGx$GB@-1p>Ocl-dm8C#w2cUyXqXI5xU!>IZz^1w zeZk@1d-Mp_n0hXZAq%)w9;m*`!wWS(cJ4wTfqg}=^e2NnP5gDzFcN&PF;KiD!%;&C z0>cABtUe7M1SioBo%U8jr)}6psU8EUjV-$@3@>s1{?m0eFU;l~&(Fl)L+^Q+bz0N# z!_(J}PA(nZ*UyShyOjlx#xbb}Q|j)d=?1_3)N}uH7SXQ#h|$u|6jOV~ml7$N_jhpd z_){c4x64P~wjj>^xw+Nm9Di-^dzP4&dm)xHpKWfcLn`Gt75a5lH%fRQpg?3tP2;T0 zp`XD88SGlmV^42I4mj`pb#f_$VYCW^kaw#UN=67!#_rM`2%cKODuK-?P*Wgaki?hm5F5oxt0I1W``G>QVaKXs zY%CVR$P;UAh~O-yKE`ytt1+Y@pwq2uQAQE?g@uKBx_Ii{Q|o>IU=1YDhgs7RmXFC@ zIv?$q)Ly3G?`dN${f#>QP1_ZWqJ3?6UDaR44R?Cpaz*bgHG7@?{hjp7q>cA?>hAxJ z5iMc1BBsKx6O$>5QYD!~J)d;Gm51=!KV$Dd+hbZRq3UxgwDIKaiPFOMeuRuLuTKL% z(YI~1_9x#MOc|Q^g4cm=cpfm}+ykcgkDgn&#whR$-C`zsamGo!Hj2@liX3#vSj{km z$`kovv@-srK{I>IvIJy7>NR#Kjfszvnd;@lwyR>@I45!h_`3D`;E{XNoN?~}Ou!gv ze!Y!LN`IDXAKV=Q2blHc`$bR}a3XK70+(WopRoN$yxHD!KqoF0}|jr zX8wFav>(wEY2;B@y?akYlh0q${^nBe;kpD7i%?Np`l@oB&w<<9%+)IEE74Y0^(I$= zz$1Pr40w_t*2gGfNp_2^x;Vypdu!K~;ewcqR5EEOgFkxfGxSej50pZ?MuE>S!F1^k zfZ-k|CSGymcXbzPo1zbc9@n3pFSdmOqB|urdNa0-nNp3apgMMJExH!x;h1;QNz$=M z7O-5vY(>$3s;{x10Ys814?SJwYwhuhYl*!61|OaNyqy$5+#wLWlafpO9pO&xrQFpf z<_9R2AN%KetX+=vM*QnJaXqOq*I<2V{x9wvcgcfWX|`4#%7Lwc$tO>OzM8ML6o{s0 zx#fbk$KEbOqOb8C64~&m!8y7!I9=O&!grb(Ej@5nxwmyfwgKK(Vc%SGy}p6hmB*-Y zkE@JVU>G#WgCRo|x?YYcJW(LAk+&9gw9}q;>3?Ne{eq?j4nXt1MXgG5peEH6-fE z*UJqkGd4&#y}8t5#%#Cd`XdzS1Mu%w-ko2Sm!p!;##AOx{#=Bm|7U_Izb2Z8Ulq)s zexh42gTCVinS)adN%V!l#8GZM#!nh80#`65ot0D-C15_?>c6BH{`)K5%`V>&h5LW!YrKgUnel@R zb<87JSS$3B5FwuEK85Xr7PJ(ggt*e!efzk}%Ru$bz1J2nl{ezEqv`lo(%phR4k=j$ zLpM2!>fwR(hob$va&D*pZ8!gShM$t-Y~r}VSbzd$5I309tG*1Yt+@zHJQM@Y#*)-v z$hFLv7}*#sA`6i)1Q1VSBL;nWKQNh+7G63~r%8ZOkVYdD-xw2h?3Mu2tu?-C$+J4L z1B2pS9O8N_Cm$0ITqsYS$&V_Qn8!X}5x++uAYb4!^U>HfU?!7bP3W~+l8b=G6C*k)KKlgTti=a9X1$PV<2Sj$c2$G6 z+XA&`2NF+5#KA%1B#*3g*!-Yv`oT2q1~oFEja}c*W8ZPY?Tka|>x0uynt_jPy98ow zQXKXW;J-NsqVX3i?gwTYr~oy%dZo>MuvhrA6>y-fe!E73apNk?n;FpTNOl&xggQ4- zPlVfy(^cTt7kryZ9VzM8GEDPG^BKHFkw?s%MiE7aVkLXM*)j#Nqyzu#D7rGSu)3dY zihBDv@^Tdk>n+1uTcI3b_1-HgF~IQ=?^lMg>-vqVwF1RXRtYH7fl0O1`%vG%FX@{r zF0(MFW1FBXTq`dezW4`M`!>@kjC^qAqaj7R;-0DvotiYJxpqk3Zj%mp_i%OYkByyGds(%Sq8J8-bO+!G038iEH+%dfjcF*TWnL0u8l?TRGLj6(Z$_VgT!D`}1;-x<#*~aoav18+t@wwZXC=59(p8~(iJWe{u|wPs zsS5QuN!<#Yb$4>0&&1Qq9hb+`_720WOCDRZ2()me>RZ%Cw#nr{4?Fy`R z-78V0pDpj6S2F!sZCU^gaMMs-;?z14#nCjwwtnh5V2R(={X^rwUk_;r($rfw(+BU0 zH}Dw&xPUML-t_PWahNMZT$+AE#iCKDfd_-f<-}WJA?l*Nj~p5jME8F{ymPta@QdRK zx(|Vk(JPAP`cw-dF+ncv)HHYU&BxR7yM){2q0NWiyn~9dZ@ZbqPLKW^#Ov)|?OadMj!gV*m7yPQ03IkP)5m*FZy9t2P#=B#_v`dc@Xqwv z@wV=2)^ec$VKjLA)5Cv1?<6%=QS5B7#~-_YW&G~kPhXpuL$xwJd2y4@LZ5MFsl^;c z@9OcWr%+oEwGqK3ttN0&w|~s_VKL+8wCs9ep1x>6WjU^R5>he+(dlhj@+x{T-@P`| zq#C5lVm7Fi7b+WrujuwE+@g=@fG*3htq#~QC0LLOOYi_ z?x}<4VC{(#jPYGAscxV`iuVz#U@Xh6`Q6J57tP7LK20rGeD`H`?$+%ROoBDyrksh< zpQ>`RFkoY|fF&IArFl$%krjV*+?QI3pU0M-z(a;+mkF1FKjHQ~(aN5lGYk zs21qwifg;>)&goU4gK%#7l?bMnN)8LVsH9`WY_e)bZ zFQ*35h6Tm_xJQ9I0MW8GRRbF!Kk2&`wNlC7(h0;OdeyBFmIti)KaS4DpXvX7<90B^ zra7BaLo0`wV{!;{&ZcsXlH<%FDIh zAQ4coC&5SBl~H$S4S5AOkaCrkIc$fLP&+NzaD%(UDSs^7v_u7%_~L2yH-+ z0cv{vi7BN%NOa{2kuY<7QiO{orGv2~J82y1fgs+RFT{sl{pyuVj$g9X#myXE_#sRn z?Y*ZNlm`uVrm<$=)AW*A$5qWsiJx8Hpq0F_pD}O;=R=xK2M7kZdd$uR|GnkN)fWi+ z(ow)uATY1mKy@eKlpVOz9!VJ22LW-Vyfr{(!nZfCi~3gUq@&4zU579COC=6 zAO*&Qc4A+cQGK~Zln3eXktByp#FcAywk9HsdVlk|=^JOQlxYn<~U@b3Z=6b2D#C?Yb+ zFgV5CO8)9{4`-Sn1)!@$P*063sav-WB%jLNf@^3igNnWZc{q@SgZ9>#Ah{49Y0jmK z3~o`0se_&CT$GIC6u2(hVhEB(2;6$KatqPW6uH`$#3~rs+?*=8#iewcrX5q_?7Q>& zlyK0^1@vF+heT@8hPdF;-tP~)I)Oeu<{!g`VE~xK2`wOT8Ros8!!AJ8NbIsGmjvHK zY~R0M3R>8?CNi9_wx+>;*_k$^a9VXQ4s@YwgxZ~p1`(H2ifc(4W8&!D#9t$aJaVl{ zQDGfR?qB8_&H(j#ABS(tiMKm;KURI*(Zjg@ahoL{>I843>fhEFI@tXa{IUGsADI^! z&Fw<0uu!GaWA@!*;Qixw8!zuKF6Y}lYP$Di0ukx)Uv>4-1H|Xiv@fA=uEHfu->EEo z`2|ZuFAhw`g=3q)QVve-9{~OXT$T17pL_L2y=-!_kYYaBJ)8S1Xp0X>xM_ca@%{bJ zm)B>mocSAR0z+OShJ1PdN4c-!*3%^}KtkQ=_?J@2_u>?F)nfQi;-tv4)&vrsl&dZS zd6*ZbSSRb#S4Jy0Hodsn7V9B+sgs70yFOwoy=kYQzKNW~LHezt)l+rJzrP_*@aU7j zt641E8IDftHkm`dXi%4yhQywZY)Jc7Ds&~^4;7QcW44>u4>w;{&$T6rTD51`@#DQ= z5!V1?+Z9qqxk5 zidw+^k^(J?YbHh;p0{j~q{-&Q3pVg9uVE9+&_))#~MVK&)!9j)!o zF+R`yLl^k{XX#sZKm1B#Sp4WVDoS%iGaY?=OP3r^E9-Kg1+7T85~91iGMsj7kyFa1 zF_K=EkZ@Vv+Or%4lB4-&MzcDmgC1cat`o|kuiK>7FJqVIN5{Jz6+03Ivv%N$Bv>#>>Wn??)RmRsX_Y5)Rds zdCScv&iN~S)9BxJola+=YSMS^CP~XJ8=@?~=jZXJUZ@lt$I()Rbz_LTngUgii-w_{ zMY(?+|F8g_kvD&4#6M+I3onWT#L8D`VQp3%BV=5Kd z7}*F7hzpi<=o_sjUUm0*pM`V9$Cb(YubR7`V8QPUk}74V*EcN#t#G;Vi2>rA1gwdh zQnAF>FTTh1YWl3^+k5_>$}WjZLu+|tFwqLn5yBG+YNB)dJXXB+7JEhfOxYO$J@kYdqhO z*z8H-&WEAg$#PePF#n6iM?-?pyFDxkU+2Y0ng4RNUNYMo#nX-Zt&K0o+l_8-O{4!E zo84n?@9f;2DEK3Ik}8iAnz~fy82Jy|IV~hO+sftl_xQ!e#+x@k&MS=V27c~2S$6)A zb->X7+pJf}yQQ4(E77%hJ?6Drqj$aYm4@l`gL6hz=95*ra?K9K>M63|G6K033`pGV zcF^geDB;w~;z@QGQGEx!kj>2at%Tc~&z?OK6xOZXaWu7i2_$ITh$?UdPw6_CRCqDj zHPN7$X`GoSlPJOnpKbsnAYXx( zP=)@qWtzn1F=U{1cn7E=wlG)db!RAFr9xeUWajfAvs9RoQtHZQ%xFVi^&+c0RL|l0 z2@U?(kL!oo>Rh#H|4DC@$09{zhG>QLwO*D2>BV8mL`9iC&7d=`pX$;}n`vK-Wk83_ z=2VQf)P^r%Vj5$AE#pLlw}YdqYw;CtMsz(f(=$K78>-T6fYk8_qHxw?oRTj=?0Ch; zcU2jW0tRv}gy3sQhXJUtSZ`aV6M);zG)cF|UZ+fUszOTSNvKbfvyETrkM%CM z8UV^YvU_mDh%+8diX4k4;7QGKlO1cFC0@!+a%P%LH4Jy8C)F? z3H&^uhaaS|HI-M`OG&REB2EiGoSE5^A2YZu!!w6d63a2OPQ0_>zFSh$Q2L2$umHU= z)&f0)J$5y!dT!X|xSCn!;nJ*3o(X;M)BTe2!bSlr{b6UVNQi0_IKt&Sp3ay&P|gCI z4CED_(EL_c9BZ^&PS-)6jQAMWJsNX4s4jPSoZ0n885MS>iQTY}fsq!g7cZ()H&%fT zU2~5il9b_P4apGUeOZa7k+>EE|4$x0j5Hd-eieK-$=W-YfDkS04P<+=Y{H3eGW_8RwViX>X}3YoaAN8qf{SGCh?~Z0PaC#QXcwI>`RIN0i>R3BsF+fq1F8y#itF|T z7Y!;jSg#VSVk6b(PY;tm_$Y(LJ$PB@K(nocze*i62 zfZpZf4|hI*tjQ1HoRU5r(&(1xV5uR3aZwg!hbpZ0+mk}};J=249Hp@8iMTOi%Q&b_ z&Lvhjl_k>u4@o8Yfu}&WT?ADa($f;V12_{aRlMm?Cr~UfZ-XzI1CZ6&-+Bz0c70U^Ec_%kK#L&aflFmrP5VBGB*G!d!!n})9RGD4)Nvkk@K4P~? z+-HgI5+OZN!7+`%lMkf5&wfF5XTT!89e8Db)*IujNgC=9CD>foIk8PS;iis*eboSE z8D;^aeht>Xoi`_zdz95okg+#x5J-=g*#KKHC%vIC@Y!s)%J!+PRqTJn(G+f7B}NbL z9`ek?Y2TB)Rv#{akoR+GhK*+<;Vm;FnBfh1ka*B8GhnkVzHD^P10S$fNF?P@7tY6~ z(XZrWT|TL&)#UB+`kpNBt$ZOugCb^b(Xz_E)+Q~5Q8(7fC{x|>yqDdtNOF@7J{s&Hb z+16pj)t}|WJ8zxj1@Y4AG2*1$OTxIJ9kj_ZAu~&sPhBL0%9)&P03;@q23tP^M^BtK zJL@*QC}j%>YIxA|Q_2XDDC}riG`IIm^=L9>lsQS;j$p+mp~E|Q>~Wmn20}QtavSav zM%DAUJ!ye?Dh4idRZ3C)e&tb?*P4bE(oYc}a3vHW!gj`^%t}`83EvBOiK-#O;}qXa zgCy?3!UWez0o}iw1~S1a;^!I6*^d{5pqdVb--#JSBI=38vBrFA>ZWeECf?@JXPtrr zs=JYYOl;vgHys6b;N40|q!waZ4qidVyE38b&h~-jN{)DR@sE(b?hm&|<>6|LD{Orn zcfZ)a5B^`1^__vAOWOL8N4430Prs327SC5lxo_?|40D?sK|$HR?0c-G=$`$;x$=Ky zML9Ww-wy)(N0AIGDtDM^8?USM-OU9{KV>+P zYFZ9M*j(L2VJYsQAo^B)x8hDcpv*Y+*m0^nA1dSN9 zJIT>xgUiT5T#pr30vR1%Z{SK26a{O!yBoI&-wAy7OUzZjW>3$98)qVU(m>a~S%f%^7!x^hTTag+OzLX`tT>#2{TN%WpVCjE)~rlz z`0Rdub>iM<9kKPbUPwBj_9q@do69pei)g9&@4s+ew$&XuhJ*af6)7>gb@>bVhmJ_V zbP1PoQ}Iwf8V)!I35qQjAO-1Qm8#}O`{k8rn`67eU$TjsSTx!oKUY2CbTr=HoL>K= z=OBkyb=(=2%jrgPJ-3*<|J_nUVC0>Quw75LdAW+W^(scV%J7207K~1tjMWfMH@(Qr zGwS16DSqq=dftc3#bwBq_9yuKZ>i)lMM1!EL&u6B5tX}hhPW=&xqKV{O0vr zIY{BiBU3Sf2vGXmCv6bjkEuR1#EyiJs&Li$GF|cF_kK-QzfrFirM>3jQB#HUP_4K5 zDh8Jj`4FI)!C;~JX%V$Ob@&H_YV){Lb=u)-y?T`#E#LueJc)FZhzuuYYeG*#ptn&#dq~1s@yYDSO4Y#tD#ePHz=vJ zY}eR1Q0_LtgCgsKrdt{Y{2UuQ)s2}_Gq{vJoSc6!{@?wB*SLLcu1_~sjgLrdI zM4E92>AF-w@j_`EF1J`eJEs`SkoC{i7N108!rgB8%+S>{YK_3hTm6S^SOKX?w9u+ zf6s-!+>28>`cAP|vZ-Pk?kyz2_ML{LrTvw=9-_myH?rhCMK#vs1|TSxUn3Wcx)P8$ z&^2#ZsfQBNy5viRo#f_wFUUDk?-k3bI=k1GF6?Idth;k+ia9sCrE>z%_1&pErMwT( zym6%EY5DG(JV+$6MMvb5h!h!}8^=ZsP|!O=j|mR_qqxDttPI8%r7osRi_IjT0TTfy%t*7dM+Hr^c*t-z2Z{m`eP>c z^@rBI(2pM;`lH$#c_2G2{HVA2BI`Fu{yAmuKRk0*nl6sRCU*|@Zx&_i=0OUrppWDW z)FadAzVTO)RCdn+2jdaRUk*8_vTn9Jq@F+~+hs<)G^%jR=N8f?oS4|(T&>7k9X{Yw z+i}u&D6>VFr+P&WWtMR%5(*JF|K9$D^Bp&SVBx2Av|&z~6S#j275rk|EPX!6u6QLb zLy9Ymsa1Zeb`a26WGuOfZAb-06}esQd5l#5MI?C|B*EOdq~>=K~py~D=O|^ z-JNKHE43CkK5(52NNUfku_L!byWqdTE$;%izU}8rfpzhQRf4K85uGwf7z#=DtVWrH zNIHd{hhiOp>pk@}LCdZ1rwzvTDz=XKKby|loK^bwF>7$#knH$pYndIZ0|WT7FU*WOkx(k`DFl?<}4Q2|)_eWNxJ{%8~j+1mfUIu&*?r3xtL6@xaS{ z6SNh8)GMngL&aAbg>%)t2Zp-dKc|g)_I~7a@a{FMKzv zh!BXw_o6Ju)j2&c(=}yiu5GEGJrgbjyyvvyQJvUMvD`zo4$Xb-jLFr$X;fpGAlPAy$uK z?Olhl+E;w&JNZCL3|3n&FTTDvO4Fla8ya7BWj$48^P!1~B2ThU-4*Bb#S?u7>oZ5K;J@X$S8qil(UmHu7LXQ(QijDYNyK`|$ z$=#mveZRXZLs%`r3v@a?^7XH;HJ?3@cIJVDgLh>d+%cZEtbU^3aWW5(-$tgWl>1PX z#&xPBDuNY*m2Ty2bR0OyR6OgzWtM)qCB?IC_<)40b7NBk-odBUJi~a_qhr!2@p;w~ zsL9bDOr!sOrF*x`f3~VCTP#Z>0-SRmaYu@ZL+# zkP1fdkqX*_P6Owhxf8sZBU1jkN&ewVlXk@6&aYp;j()trWD{jMaJpEEYnPYbRY>iI+3++E;TNxyGotsqoc9MgY+$su1ZH zU{nZ{j~nTdQqD#d(4CS;op+DAc&93Nyyq7*;*^AQ!B|1OCLXdC$ZwUE#*<`6r#Z>$ zNP!tWT6aiQ%5g&f5kxt!j*X)6XlWsf*SQT3(>Wps3{y6#l1R<|G9|36A8#$U&G(OP z!~YVL)Im8bJZbUo2avaP6W%O4SWfZA`O;&xXo7s1mP{IET0G zb6n?nq@bj&Pi%i*ocV3v}X>`(=UdxI>D$pi_+IX2j>G>0iy%FkoqyCz$)ccS{cD-#cB z?nvTpYMD{|79VZgwR}hN)XZ8988O?|ScH(x`?++!haZ@y7Xc(-ze*7j;KI>%WtpO? zz77voZ#{L7r>6wm@+wlSi^U=O?+3os&vv?cHRxOY3oxbgk!rS?SeAg;!@1lDdH8QD zaMJPsM0DexI5;*+qOfhiuU4g(qlXGJ&N5N)NYp4JglnyW98XaElCB8is&Cfg*+k6C zzFCquM+$Ah1{58N>mwqI9%3!ZY%R%wHrvJcZ9pq=N42HmZH@w#;1*jWSdmJMg`@5# zLx42%y&q?%$3{I>+n-39lKqcBBz8}yu>RQ6i$FR|YjprU4))>`P^+bZi73~hX{H1q zx^*hH7bXBaXor#1;biUeghRoLt9U6eh?C1Vr<|DO#TE+?#@E99%Bndl`$Vc`HO+K* zL=(}Xo!?JlcdmyIev5F<5PRI^S8cu8J2lbiB>H-?GI=FFhB(R&9|U#!?(zM3eX!AF zQNBJNrz9KQPQG$3Ki!yDF-OzBeQ1b{x2oN#SZYp_Evr-PU%#+R_Q!eIO-C#|a1@s!a4}YJ_Vtr*HRacl;5~VpC`{#7*cJrl^tktUJwoWPgh!y}jPDnPDB3O;aop!%~k0SMnpxBy3ce`t&d;y- zes$Q+Y+cR$KcD!7|GQq>_qN)2^JxZ}!NWW%LA8CMQd4$TyE-p!0gRQzK}8Ys_U9Pl zK6j*gQ#-2#DVYW>7h=nPfE`O7A-mPMhw&BrT*dg*pO71znrTvCk8q_}ai3Q1D}rM-27%}CYFppT-Lo)QLMS59hhn@a_taHhB|%_{56xlM>6kDBlk+Sr(?8p(w)fxvYx~mq?lJgi4R?l1VW9X4k&^smzxd7|8RCK= z)!T?;1qZ9LPL6F|8i_8FH%BJgF?a+4x~ib6%sTfaMT>GT5b~a58|}3C`a7NUZAf2N zWn>9WSe#)B^}S$Iod#TE{&)6-c(kvw(U+?OS2nrNgaJkQz{QsJIA=N8VOkkU2i7sZ z3AZtZAfQh|{k#Pp);K!j4Vu79=y3dC92Mu0`G^>2jb#*11`rpzPm2-dl)W2jdu*Iw zpO0CpOG^pZ#g}h|9Vsdt1c|&}FChF_wk6~qQ+$p;Rsn4Ga>4{8(1be`Hw`s53jL%7 zyTwmKwFy8I-x%!Lf&_RvyO|a>m1QT+xFECS;^NJf$+=Q%I9EB@0*FK7pTM1wk>r1W zV;<}Ocr-LndrDRey18Yw;9(*o1YXH}ig6N2p*kC5ajF_>4ZM(1&C4baA45|?ZUc|t zX18k_no5!ZFAVlfY#$#z`01Oojkz&|ASZadcCFc=i{NUvsqZh!%XYMrxy^=gH%%sT znU4&Tl$Ss0D2Vmlal7{Bl4{2aU+--GU4vc()X})1FU$CS8Jgtels{@KBkiG}?O`?B z_0)Zrhq0?Cm*|}%ESpQ}JDM-4+@_+mg;iY~yG~>l)TytTmkamfV3fcKzUrP69Epot zfw-8M#Lt(Ic8CNnBdf+$`HWO!*wa7(2IRh|!5nd*zYMME7kfH{NAYV;qTRcdo83SB zDMzcWtoCsNkRUqX{AAk}arOI?{qhwv99?9_j1yUt9>WPVNV+leQ`&-aLGFX$a98GO zS)->c{+9it7X`-9fGlp%kEbgQZ;d`*dHL)0$-jFXOE0m{dGabhUcUd!#?XTWwROHV zxYv4*|6VD^+S%4MMZT5=zFq8^l==<`>u}VcYL;Exu^Daq9oSc1)~X9)%ts3q+4x`< zZn%FRXnm{)>8>nVshvtcqDGzim7(==P2$VsNxg%j6F+@4)DK0o=H5j+mwtOi;O*sr zIz+z#C!?ezffkolKEDN_3v{iwq`G){F=C%n3>*_3Z2GyNXb)0=H@V@A@){3Vw2UxS zCZ`TiAg}D1i2anVms`5f^J5awW0FukP63ZgQrz!eqImj2N1BOpEipN$0%gxWh{EoX z@}6dusC|`)@PPeSjM-1ay=ZXqd)I1;P0(OA_b7Bm*@#UOv@pbWGxi@e$K}25*FOFN z@145_bOC!9%tHHo(7}xqRvYyXb8nYsz0ypD{w$%l^8K$?=!PEAQdLV@R@s1mj zlzKC;BX8(}<7^=jx4g-Bb&k`lu#PB@0*|V`lhc_>G^o)llfg!c9>%Lqvt^m&e7u%~ zvd!Gvno}@&e%p50a#g<}*ZWB=##_`LsQ~Tp0KtKdeLNX$M*TaTkI&rU*!#$#@u4U| za$o<$vWskh`a>pP!dAW72E31_k`MQb3urCl(u7HZE+Hcs0cejvrM?QLKx|Rf=f_0|rj%o`AIF`qX((5+tkv zO(vEEfJH&*lI=Ros^6WlBse1y*#gVn__b>vsOAt97@MkU4bP<;ZW=qvkF{ow8a4_? z+U0gEfZQN&D(t<9>?&7oF6Ts>Vs___58Wo>-&=m%#i#{@8&<7Kv)R1CP*9V*w%VQQ zeopQmriHRwGF!O0X3!5zf9?lyvw=TpTHznch%qj)cc__WRBlG|IbDrrPB9%M=6MO4 zHlf#4glN{hL$n^w5fLNQBR4FrdKC%JuZ%sfhwokl#aR@_4mZDRIw1|E9rgMjPga%o zzOjD#W51;ehxj=A%3fV@x#;_t=ZjrdO(0r$dk$pf+cRfKNaqn2*BQY z;Mw#_-Xj_fTyxaDX_HP`o-}Ma>#KlJv$NJEJi0vBLR_XuheSxJgNHs0rE~zY0kW#9 zk$K&euIbdvf=zwR2x--HKG|B_Y*l4hu7YrcMy8Yldz`5i7cn@E>7AR^lD*Z-09t@h zzYC~&2I-gEEO}+wqbKE}eV#kfxKATF$QUs!=Ynodr0e#;z2;}+S!>f6VfXe}dQCHS z%-+m2mU&)CLT~_Pe6Dou{BgV>uw$hEEn*&HZ|IzV7xqrVK;qb@;u7m(`~4>@GsUj6 zfc8ZVBSny5EQ{f#7?gM1W1J-YdR>Ag3T)U`RH6_rdt9nf~-H?bXEOZ>5vh zS;wJ_`@h$e?*AMmFt9B}vd?~rpXT0vwEn;A(a{l_CEvc-)bR#H1l#}5F?TiXu4TK9+rM9Cdn+ngL?ws%a*d^sn)cKntjp96_kjg$Knx&X65 zr*U!jbzO75G-Dn4bF>&`20 zXeWpkO?Rp)ghD`_0ovECyC#v!Mxl2y6W;LVV1&!|xR?I7sV+q>yzqbgxLDILHP7*x z0Gmn?FN5ka6d4z~_Z#}5ZRrnIiM5~;&(EzPIl{rODxaOY21F-IL)}>M|L5GKRc$RM z3?DQ!-8eGfy0leqoafh6fgL-5GahjOFA_k9^{-$5)Ayiz_DP=(Fzvh&*0#`GdfEW$ z1dIO0kNhq825nJqpzQssse8Iiy0B=21i|E7x|=o+gvZk}0~_8QxJp>@UN^LHgYcp( zMVm_C{jsWu@J2_jga(UX0TW}fk5oN$cln*4AwHV-{JM$_y2Mq>jJd`N{O;$(6#yd7 zt0X8D=PAk3op85fhcHOQ-l;H~QnOrc4~AbRjUBGFexPh;p=ot0T`cV?9H1&(jm!GE z%9#Mi4XjRQues98pShVs9(1vDXgY})_0m=M>Cz{jee*xm$wqpms~9l2%x)091JJ(IZY;Iw z7s?;aYXlhw{n+y;C_!L<*1Ki!S)Acdq&q;INADWtMRhNzl)@kJ<5u1iK&KlR^UN4(Ti;|Ph_d=RjjH`6hN;*r8kQk zr-5MJSv3On)sE;@5^L#u2MM~N$!$`}UU|rK;9RR;y=U$luY2uCa@BWbTRRPcP-2H4 zF3Ir@E#x^`UlvSZQ}RdswO(AZ{HYExQS!7Ew6SjL8vLSk?<@B|{tGNDME%Ri!{?tC zrr+7qr>!2Jh+GEwY7VR(|Je9#agEqv^8ahpu`S0WJS6^VYys}czZ*LFF$BnMNbsYJ z6K;;JIAXu#T3?5iOF_dB`UfJ+L=b za4{f>t@5T&gQ2CoQiPgX)g+%h&nUJdflXk(th8C-bQl986)|8n@~8miIDq{u8gX|8 z_Bb%&jQcx9Y0sFN4z{Xg19OV000F}a)zwyH=@Dw(oO*IZ`Qw7nNycWp5+OR@`kB(tA@&2!6d%YM>9)df)6VyZE+5e77!0)j;KgB*zc# zi!7m;nqu%|-^6w}oj>A*-I>^d+P+!cXtIp%lbk$;!XlNW0Nh<3K(kvNz@0@0-&Uzx$obQwFmO90Rp2=YkpGO#kw5sMSbnJ0j#MBuWX~sZKyAhKY3P4ZpQWeF);3L&0F15&Tn(VV_A|f31%_N?^=_r-vsjnX;Y z1C-atbJ24F@{=C8Ch$zU?a6S)g;j{LH$f7I87^{Eon27%zW+$hqSDbLR2ib^n5i0^LvL0gRUCaj17X_utIQG~fODr_E%^ zfP3~q1MtDWzqh}9QoG94-ElcI<`ZZ>`oVSKX9g{=z`m$4?HtMea?6Ed?dbpcZe9#=!{$#9mekA^6(B+X&t~83%@DW<((MIKcSzm+xeh zC5rUS(B>TaxhM^Rc=Z@=5xj+{JVS6U++!$(EjT5+b7DLxzego9Ug>;kpPBle_lChJ z6;T%IH}bl9bFAWPNrv9GW?mHgG5cdKRM+%3_9{v1%$$Dalo7`TTBdM%8oD-_EC~Sq zMFV4X2|%@U7}L6t=&@k}O1>h-n;32DP?3^GEE`tEF_M>%%E4|K`ohuI)(*C2^nSEo zIpS2Kwr@%uJz_r%NjsN38GiZODnJ7-QokZCUFImjC|oe;j9yH=_pj~iFrkwLj{UvA zs1U24&Ym40~>set-UQQJ#n>W2)wxNYc;2E1-72+ zm@*sm3$>nYvQ{4QGz?Rh5uXSVK6}u?#5oa|vog!J4rOkq#fcBouz6Wyn{fPYNID#A zbb+)WCefr$0cGW%6Q9zlJ8}?w8=9LIpusg0I$rWk`C5nXz$`xh#+Z#LgTup}PE;TG zV7G{_O2vGgaM+UVza4Aa)@n}4Lwoa;GS0$<2?x0fPaotvqoDLxbV*Hhl07HAHS7*0 zXn1OztFMf!F9D#WiZeVW3|oBdZESh=hFF*uV6?GW8`v0IpcSTm0DkcL^NgM}Xo)G& zA!4}c3QaJFT+#uPa%JOYRxj1bBk){ku1HI)8S=FwiVO*WEVR@P8YlHAX^Sxs%b>4K z%s6x!8Yrsn*$K zd0FlF;*aQ{9398%qKs7E$y`8kbUfS;bTgb{ED$}w2M0$}DmJlqbAUY>WuX;3tQn^) zEg)gWh~j+h2}Sva0B?GtD|?TI@WO0!x7^SCxS@CkngmYonHn8U)S||}@(!R2G*zy2 zH5yN_Lmg~6>B+Oyyc9dnb>JH`XfaoXO3REBVuv55!o&T1hMZt2(AhcAs}8{f`$=Xey<9j z5ZA12Z0vImq2p4$uV_2=HukaUA!M3pvsX=W7+QKHRkb=>zIQC1!z2Cs?+0sGhO|+a zm*2i~?id4pgiZ0ZpCB6i@zOh|7bna*JAL$;m;R(!*#-ak_qFfB5ga}?>2ntF40m7o z20Lv&&QW3Vxpzpaw%u6wW5>{nm*1cHe?OO2VCJ_iiMc)cD`((?b(H|k+KWFCZ6Qi7 z`aZ;eb)x9i`MmGOu1_Z{!=b7;&fta(2!}akGtbBIE+?3t=NLlD7ZE0tur?eIBYc)# zGBvMGU;nhNj_VR#=$F3Z+Z7^*@OU_u=qR5RpghIdB8+a@quluw;Pz$iVj+0-8XG*# z_D$q7>Srh#u}gZmHRkjxtp<>3F~O~{l=@e~+vVI7)0hZHei1S8vBcdAsRUdoC_F}tMd`r^_k!{PzIBy2QQz&(#j%)WW)AJ0kXgdRzeT}I~v zEuD^n+~PINydZvG&V1H+@P3YKFgH^Ppa8{49kIO0t>4GPI)m4G8NYYKULNnQ^!_zx zxQF-F3Fm}(NPiW8UR~+4lYa4FQJrWIQ_wDtqQ+Kk4=zXjt_0cpF;nf5oTj`*2u{%8 zN8P?>jmx7#kcovmA3iC6LthZ$Xh5ekp~V4ibDWJ+G%j~9z&ZqEyesUbV&V)KM#}?I7Sqk> zKp-=9F6^0fkEGWUalLQf-)_uRS(Xg0*0!SI_Ug92o?3R6Noc?8Z|*low3S!5 z`Pg|A4An;2c_NDxt?J!;n%5=oV*?yUbb&WLV-@t~UC}&moS>RS%K+OGnjTh~swG*x z1ju)D0{WJn?zcGRJs2J(yCS2+po6Vt4`LB1)^8A)I+bf_EeQMJ&*g+E1-%FkNOQSC zZH^yn6u*45x-ZCM)ae}@_EgW%ma_BA9cUb)f#~}XCp9O}Qg8~8h{H&aTTOV!{CWff z0KBOH?tG+8Hk73WyIYF7%C)?3Om&k+b!(y~ETBr9otMwveY7C2Uf0ZB#N$^BJo_!` z^Nkly%*;8ph6k_V{GC+QD)W@Of=nhlFD_$!E3yJqhnyE(F3*$HN-) zY%+dH*5!|celT!E+OiS9)lz0+nKS7(`ta$`llzmC!Co77*?vOfm&1^E{!5Cc;#HOR zLgb2zs7<|mMX&Y%vv)~2x&K~?ao>x)&R!6) zt0nd3?OWED=GwtZ1Npiw?tgx}Pm*s7LqO4b%ZG1ey%+w1@rxzctir9WOTUuP(Q}oz z)|QeE>Oa?9yJByDpmOt#D_fc{WtyB_p!~h$Cz^{ETG6}dvs(Wa*SzVs9xqwuA;X!e zq!!rH1|AYleAAa=T~Rp}Bqg@jTjVv7i}a{viOWvLr_>O|ZxZ-Gbq8H6Ip)IHVJ|1= z9ezV`7Ejs}pR#?heV*s+Xp7UBRtdL5!YbxX_i$&e0HuPUfrZ@+$%@GatuAXw-0i zOH+N$C5K+A|FJ*1_fBS<1*xED0`uc%)L-MeJeN{8ROJ~we3hwdrjM!dU5`3h*O$34 zmk;nS@_bI$uPX*lAw!CfqMw!a0}ZpC<#xDnf;iT8(`M^Xw9*&*US6!z@SHb3Gf%2m zXC5OSCI)D^j^i|}C{E4gU7q!>&BYD4lpm;@<|39$0fuvY$21Q~l2LHnUd+Eg-6c!+ z58mHz`?2@q#J{&0<;_mYyw^wY2F*Pmk_nKb!ZhE9+#`#qK`wy@8t%q*`APO&K{L&Cp5avWKj+f2tYn=d6-{ym zJkL|UsV2Y_b?5hP2idMDM2~7ndpK_ozvtEvt5O~_?9FH=h~Ysq@*ZB#?*ncorR|!r zc{)fp^x1?sFS=O8<(1iKV&@9qM)l2>$5uHd^fN#79|v6wVzz-U{B%htFj1O9(9iXrI>j~UQ~T6 zq;dHIxR9`Ge|HLTz6k2TdrA^6x_gHed085=f`W@VIQX}W2Gks#tXx}dM&hCx7dLJp z=%Ei;N23qiW~;k+m$uFTmJ@G{m78Y0hmY>F`@JmXOkSSYj^u7wkC@Q?kvfR&{`70L z!PAPuvgO(S@0)W?DX1!4@9E>_nZ>`Ps;dTLvGIAwt#(21%z{ytU(9*CY+hggl}fG; zdpM0$c6;;GS$?djfQ#DPWGJxu?)D|Nvsi;}!%2twnn$XaKyNCo24%e4aUq6>e&_dR zn~7{Q3)k?=hHG2TU2LBH^Z>?k>psb^C=~zmbbET5>XrRP>9ZBBmGz6ypKcNlU#a;Gl>$Ccj+ zJJ+vmUN~0o>N|!wY_z4CFU$^z-%9WyysQiGAsny#alyfud&pbPTQbU)kNw1qs+2{JX_c`8=p zNR<_S%Co~m?2=Nt2Ykc8E%?*x#g)F}CYY%)b=l!MXYfpAj9W>CZtmwiwsn9(;Z4DUeg$~Pd99a1AzX=72np-MEPL^jg zDO>eAG}mREOS8K2-ELd-@@AIj8TMx))kWc{oU+J;>-&Z|9d>>?nX6Z&`8NUfTy%N= zVT+~o=JoUpf~tez0vS{nYyK00&P1yc=6Hj^pPbw-3_IuJZH?)Llgr1?{G&#Vx*s2f z1G&cHC0)Vt!XD7@=d2~R??=5$()N=BfV=Fiv*sR3s7c(XQw=Hs!6Lsad-Rp~u5M{c zo1aLlK8mcf`!AQxwrcOI8{43{hv_i$)_zXPs&YIX-a`~!Z>e=-nqXqm1lUCH)EmbW z@*{l$P@u3zjEaY!=4<&47IZdCB6T+q;^e?pnTqLGEm@&T-W0X9sXz106UC(zzToW| zZ8)1*^77`PpZ5K~?fUl)6UQzW)#f#If4cBxp$) zyZ>+7(^XMOmc7V+Ust#-{xO9ivL^K;ceEM@E><< zorCD5%VpY}dDN)D+gjwfC)u?>P|68~XS)Nh_7UZiy5`B*4Z~wcE)1k~b*=Sc5E1G_x`9JXKXAiHbS?mJ8m`wq zJ85fPU&fsNKcde2n+^B<|3pOW*u-e;6+2X^*4}DwwMXorsMShD>`{Bv9#x}=*4Elv zjiS`1RZ11b%V_J9_xG1?{s1TE4u^k{ev8-8F@*2H9Ww$xRBVBL}SC0@y(LLMmN@Q|p3;1&6sws7rzD-pG? zM-x-2I>EwFAZM&lOWm#Po^v^)H#3H4TLE4=?+S2SkC-qkpF8=@2}wAc2g?Ep3(APD*UZem<8daK@sX zrqKK?Taq`d9_$m@AQ`JghQ%;MPv`D7LnBQ&0KW+IDt2>yQk5bJGGv+ar!^&)K`tSiM z({a>joTHy>*wv4Bx3@jFSL?%R8zMk!ser=5@-JAjYw8y*YC@KE&Rfw#wS2eQg^6}1N;}{C; zI{!p}6Pdh{$ zfIrt%`BKUxFgyWMQ_#Lw@bo8#)1WrIM1BLj{D;=fk1Gtu4TAtG}9?O%$FuP zQhvHjiTNp+UM9?`QdT8Fcb{94s#oPjUuRfJ)P*&z@Q{apjihpd@=;|~oX=SG0I`sS zQXH?4+H+SYX1Ujd?gaN(b{y)Hx~*(;1awLUJV7?I)vu zXV6%v3UwvdnE}nE`-o;unJ?u4G`&TNp?;COgz6-V zgKrYWYVZI02OHPL%VPC1?S0;+YyIwG82h@=(9d_gCZMq(XPtvZjbIT>2r&gFq|6fu zus8Gihfp9%`B?E?(&c`!d~y#;`Y44F?^m&(&~K$4)aWE{<(!uHh)Le{&q1QA9<*_I zug#^dt}b~}_cdd^R1EnE2DqL_EqW601t? zu{oe`v>9wkKG%NsR5ziiFG247}iHt4r^hQ;u2w$E^2P zRH8rfW-R(lIJZ;{*sU2wPp9TwC6N0WN z5L7&00|b+SR-r`39~BUAF>LLjtGYf&JAjjgFl+A?B{Q2G)ejM=LF0^KNY@b##7Y-;J13D&-)1I$%t`gI z`96VB;1KZR{`JHHwgF^G|4+K zwnaKpoyW#%X9oo$FRix4IR%%is-UF^G&{Uv#Dv*GcnpM&in8KFVj=VP@iY)=c57Gb zu#ueR!Lljyw>&29ROqT1x2gJH-{g%jvK4}a_v%>>`hW6TLSd@-fgBj%YBV`I_Z8Cu z>EGhzwB-nL_o{gkXq=db=)&@HqA$ZQ(9*1WpUPBeeY&V}3|7;D;>;Y)qd@r?j;9wN zQCX{Wy`(<~t2B`Z&QecouZn(AN_21j_u=`!-zB%#pFdpFQDdL=4rzYt00$6gSt(j# zPA7jONIpa{8xbm%|86W9B+tm&np*eWLvQCG2w+;WO-XC7X2pye;f~uG$82UR+2U%! z?nI>SJ*WAHb*3=w!y~6jy|h|cv@>D<7Cx-}T@XN%~GRr0O9SbPGm5bTm8%O>r@$$% z7KI&wSePtq2dn$1)Qt30m76H;lrr64VF7EPhlfXtlHw&jOiYRZOHpWc*_OAW*|4T5XsEP6 z+o4*x%FsW=qeCf}Nf6s;p30=MHnX|#vSM%nn7a2{K>vdmVL%l;!KmTOZFW~iD7I=a zT_VFC$*JA;K|q;gl}5Ft68A`0?}Oth`cT$33H7%906VFUC7*%Ba$#=b8~NW$m-q4M z>v{t2qH^@kfEm(}53d;OxQe?lqw!K4OpdgJRp$19^Jw0Px7LJ}PI)s6;Q1?>X=!Iq z$qGwq@sBbP!c}poR*$#_7%el8$5V1f$Iy|tF*b3j+y&3;z-e=No<`~@6pq#Fv zV>e4Z%J24Cfk;sMrG0>ruPHt`VdhXnXRNv)2vJUkcI@Tmbs08|CH^8H1Ica%qTPbP z?R1-;D!Az|cJ05nX&M9zW_~a~U=NQ$OH1#n3cKO2!HKk}i=0bBNV$Hb;Kf&IH|Y(# zIXH(^ow$-v=&$t#|0`bcMxNH!wxIXsY;-Vh0ms>B3Gq8QOR#@!)@i8vOtMDSbBhQN2iZb|14 zL!huM+lh4h8J1o=5;TWk#Ln@%1dzi$pKeVn!`My$>#TAX%g9#gTE_UW-V;tY4}DEX z#+SGrh^BCowq*C$Q5(ildr2_Gy8W4}mKxYhOeZtx=dou;cX#AQ)PGlo;x`-Yr-%eW zm*tcwIu^JCdjY!21UGj>Uv35G( z%M>3yDE8V5soLu_tVc}ERyMLkFVWPoBpV^Z%MEX4)qM!w)#5idrPDB9hq@g- zJXmM6mw(G;g0 z$04Ist1w7rT&S$9`?|&4wOvMBIAZIcYVUFg@^1w2Rwu|n{|t2eY-gH9G*TWzx@`gu z&p~zG;WiyFVnZtxC!6;geElWTwV~mfmKR=&g;_ zFfQd*^q-?f=EUPi_0IdpddiuSq*%;NI0D&JZpI9sseYuV9@xEh5qY>_G$t~w=Om`G z=}cCap$;5s>fe6&D88}@;Px7i`t=s(|KZRvjdnxpOtY$m&hD!?FA3&VvB2xL2dQGcq>ipXuE#*XF0GGd<$fb%SCQM?{mHfj@x^Q{; zmG0oyED-KA+P3V)6r)V?fh~~C_DPdFsC$Y1hcd`p907fSc5DYy_Sx4ZYYkWF4(#r9ZS6@Qdek< zk2#4>jlt~ix#yGNv3f1f`ZMwc8mS8&dl}fItk;=)S=dId@92Nd|+ z0%U8R7Q9>iV&)$F&=?%-k{7J1iv&IBx0Y?%esug+)+(^R&*aBrD)3=PgguJoEe#v> zC0=rmn$r+}JF?#MXDQe`j3bRCUOgI>1=Ik#rU!`J2XLDx3jtkXIJx5o`LuNomo&P3 zq)O?i@*tSHRq!fxCGqP8gxKJ7;>*A3)LVZc&gsMq|7fp+rrYqrZaaX`d-{?8IePzm z_xZYE!zQ96>SM=$oyp0zzO?T9+{!V(2641nWqdS?Gk-B`60*d4C{sDTkltZ*PZ`%U z(=%Lpn0bEQCo4rLowcevOu`Kd->_hgb3W-GkEjx!261Uz{9O5OHtpGbZsB_qsc*QU zqULxA*fCaI7L8zv=T@=frrNKwMQ>LW^N5hLBM+xqh3tH2jVpUu9)#xL#8TSN=EjI< zNMPybKBd+e1or>|M8J3fwZgj^2>;pyv89SElZRK0=0$-;hLe=~wh43*F{9YvW-Ayd zOWEjW03~r)->WzQhhP}WkbH`fJt{YOc`?4x#<&#&r_QIlOcX+Bb!n$%yyuw!8fhtM^iLiYBWUWz;$<+7K2)cG>28hVIl?QRsw4gZ zuk&Q=aI3LSD*Y_wt1spm0ayKZ(h#oUIkNJr=pbQ4k1U2NQGX`Ww!K=2ogUFbZh7YL z_n&1O#~S`0MdXve6AlFx8~4WPRdpV31rMd?ukHP~2qG;B2s;XHIA2S=%V_)f{f>>= zf=!Gs$&+X+%Bk|FeRkH?CyHzi?L>6(itOOP(2xMjJ4Z~WMP*}tX8Kc}a5BVr-$sVY z&ib3y<)?jS=DKytp8~Ze;lQ^=ZR^&N4-ft_@(1)Fnz0}U`N;Yg@!P3FtG;?wdlg*# z08vVNSDik>+??+TMF8C+#?&`29=uRflOH8ydioaqRPvIEAl9QHw?Z0MK~C~Y^!zW@3Kbf6e~qTB^qUX+|9?+>0Xn< zF?4F&;Ih%9qnSuV1|Sg+kTVOyXPfwnSF;X$))L6rBX`Q71~ytIy4TLbkjC_>lFW~J zmRLQ-|`B5@!KZ>*DY$>4ht_6CSOGrz9j!Z+RH!d0!ak(mM|0cYp z+_dw&oh+Dy{xRlp>#6e&_AcW@hDxSzzYjL^eNIoYlpdhURl}7d%ids+{soNF)M{Ut zw46BgLl2n>SR4l>7EP569;j?Dom3EfeCjF>)cZ_jDbQMcX( zRT33`Qt$=T$-l0rI<{t;-|7f_uG`?pT`wQse8hefC)3cn)5F`Zqguh{ehBqY9#}Wd zoFmq*cG`_coqpY(48ZLv7VM3EWXl1P>5&Or!{XSXSjl^U{M3@={ILnAZ>*oY-buN` zI7pz=o~rE~O^C|4on8bY8)ve!_hj1~)+6vH_X)y^B9Vy=2E3ptEQu$b?#4bRqe598=a8*QBTet zFO>Fu=TVS2qTcxgwbl(c+sa}j22&%9&7w8;=i_GPJp3u-*>ix@StfhjLZmKy4gP0T zFDkc2hi6DK?y5^97gMM=I{Q9Dj*l86@d~V`*(@?g_-OY;B_)y+B{uV`))3(eh5Sjs zK00@O2e+r_Sln}rwHinxAmSZ=p6uJ8Jaj(=KgZVt-yy+cdviO10y3Gj5Uz+ndR~p4 zpS>dfJ34RQd*2916c+mTQ|Pl^+Ny}e6T^w^?P>s~)@i}d6F8(|`g>9}y-^(|xl@7dFU zg5(35$6z#%GpZ|fTnLYR70?liD~X4~A)Fd!RsU3n0-(ZXFzXGRC9jsZu+=N|gYOG> z6lMp`3ioAb%nxFGaxz$?feC3mO;U`pDepGLDN?xF180RW#l#P)5o+8>b-@8(jjrz0 z1ik!JWc~M&XP2?jG4ag;%rXEL{pif1dl#*s2BBG;XXut)hyF=}E?9E+%`&SEOIAAq ztUM!{1b?d1WT-!@2Ft^1{!}tD&PcMBiybz4Vf|xS2q09p-zP%qQXievCHMCWnKXOL z8Mrsp_Lq25XXlTS&P$t%qF<4((nzVQEHrt_$=HaYmq6IIb9p%7%tOZ}h@HB}R?HTf z|0(96V)`T{j@1LrFRj!7>ZLhmK}X0RZY{OaGy3FY%msUacl8=+YE+xZxg9gm!fzKS zo*T2yER89fjWK?K1a1{h7F&lc-;?7GEixV@FFE~6XQFqXWITQ44J^&>YKMmfq;&{S-rL@6cONDq zY+;`L*}20qDmM_Ke)X^7+l*vgRf{wWvEi1qQ-AGWN$?z0;h&sYoQAE%b{m$Y41Z! zH2-uJ>QtE7d@aaJ1Ppo^+wy|Kc+p2h7`KmR1iu&HaM;QlsMkgcjT#}U~*k@uAY+f00Blok>eCYhlAWYh@G0t`_D zl#Qx-mmsPaqn|wB$hv_%1M=_!Ji=#_4?$UmlMFSL5O!ZtuJ|lM6N7aM65Cq3<+vHW z`|x!0^PSbJcSX}t|J_ruR{cam{8VhD%#tGZ-0|>y>fG7#a&*G{7kc9w;N?kj6) zpm2c|mN{47vHD(l1Ep2MgsMMNR>5R()%IJNvD$H>`WcJGH}Ur(CM=%>0$Or3F+e>A zI1nVs_7udd5E-82yhf<5S9n_AlOBkpSQZ_#W)&7#i!*-Z}r7z!NChSWGt1# zF@`t;B$((p&9QpDz{Y@F+5g5c<9PWUJbewu<^f zQ)vi*MGn}L@rB!6RFN1!Q{65~N({#xCrwms>q~vUot7W=fhA4wlOVHjf!sk^7<;(! zU`m48@C>8wGp?rKgGGWedF{hNK=rIL&PYKSVM**jRxMPpoKvXmZxLU%rLAcW4v&7o zTIO^(PLWQf^}2`&J~nDp@U9fdfvZZM#E>F&O_>X_Oj_y>SHxzPWS9%s!Vk>{(vy>A zKD907pk($v!DN!}Z;Eql<&D22{^W2^{wbP+XZJR6tS1|_ z@B3Rb>7RJW0EOXGAGR>_`1!s6H^VP|5y?a(%DYiVsg$_8l(L4)(ZjM3Ki-_VoP)|%c4OY{}V)Xo9nc~bP~^NQWhnd2?(|W6RJd-cn_+oS5(s&nv7hHmP z50@Mzh>{F8KUlK!d*{XwmiV74gEF^%TEO(r5K|& zta8UEn7JoBaD?K$G8M`qQjJP>bd;pN7`|p5X`d2fh};94M7iPBR`C~#K$G5ApvZO zNQ;u>hcbi;I}+@qQJe5UiC>w{n15y1`b!N8W~PJo!okPHQiR}iP0K=4A{xP)emPWp zESI?D(Z}Wu?G&Q*BgtBKqRz4#Bfq^{$Nbg*k{i?06W*z2VkA5`4#8g!s<_Rxh@bTv zJF9+rCZnz+Y~=e`e|Cnw6}T^KQ1&BjVKrpM_g{BwqmQ~U@95;rOx`(|G4@7xJ<1!8#VCSOQR(6<*4`%o>TUeNLDs||Uqe#$Bnyn}ZqNAT@T5=2Zo z+H!D?Q?-0l!vj5GtWQlJ`K^upzO}AH$K`l|qkq@?`!BxGOJ{i2ElZKM1e)tmRwnQ( z2o1NUd-xnJ7G>m*3l+$TXgb{KlT{_!o9l6V1(s91m@Y|s}lQ!xGLK4t{wA-X4qc$Wp7UgD*uhFr1 zVtwp&CuDYZ5QuT7h_7x!x${*ELBN3E!4v0C4=URl4|&RhEbZ?YUE&IeS;A)37)DW; z5>84cth-%?Pdad@I=jT#~#a6Sp%d)^>$39KRDp^4`)AtGk^M+ z3Nr#MHUvG_`#FBKitBUOQ6{4qtW37|i@?5HFQ1MJYF?P?E~C^T)z@FRGTyd0hquwaV_tsQ4L+$h$O<#=<0~7-bAu7DvCou~4Bf zr_X|D6B6>(n|@sc{$JYjh;R9PC?i==FR=(%;z)bgG-|Ioql+TXR}D{G{=`Jh{#seJ z!lN-7H+jfYf2ebGxyPM1L|F4f!D6BjvW&5mx`dv_%}@X5H+2qw#~%_4Tq-QRa>|*` z{b2tr;P+`Ajdt&O2G_4r_b*zdOdeK zkFbX*l(dn8(_V*s(935Kg+`*&!1wp`6=D?%URr)+6RiAQLg_a0A|9x(FvA-E?a*0y zr;Kv`$B$Yvk^os#&Pvrx*^4veClVIU(#5_}{g@o7$Yzevy?v=hnn<>$%CVwe`hv`t z{3Hf2PkLZ5SLd(HWtl~sqIBx=sVwCyhLr{iVla^mt|EC&H!mPrL}C<9w^@F-YE*aR zMb#I)6IEZm0BWAlGu|RRA7QtwO)JoXz<#T{@d{&VLF*OTf^`=*Mq+u!o{ojM>mvARlqm@(V-U){If>KUf z9VVy%8!W<9a*LPuKWCjjxXd6hJ87z(tV)*xoKxJ40>Vo7JmFYwt>MXDsEKOD3zrEj zc~2l+y~G1(=w+70aw7PL>>vy9-(ARugs9t_jfc;@i*tK;yA~y1H#w7I3n?6{$Q$T@ z8sth50=j40+vyXME!S1#pE{Ai*o@bwA2**}s)?>kylwMc*8RY{8Uc_{;|xPGSNK-l1964W<`qw^H5<+Ydv}<(c1Y zk$Whk%MGmhK58YNrClJ#0U6!)yJ^dPfA#ltE%e#RM|tQDEu8(NlA{^3^aNQhRF$nmykbyyuFQT%pf1d3ne$^kzj| zVjryKfIl;F-wf2-G^bla9xtnTPfx^BDzOJcKJruL;Lz5yY$Ss@)F}x5{yes~<$JH{ zP$6lX6S2JPXQNvTn=+XN0IntU&4|SUW22hCvYZN%$VVmJyAU+YW6?h0E?P)BSs~Z zR^pP)cxBgpUc-;2uTv?Hq%&UQL|o*^sbDkz`%AHsU!4=9&{X6&pW|k|05ub4K(nA$ zjHZhrIr>mQsF7d^4}STZAli-ly~rqZgjCafJr23_y1?;lRv0x<(m;1{*_fmuxBK0! zM&+N~FeEN|$_Y$WyI{O|DyQP^ccFi;Qw#nRwysjvm*rrwI|F!9SW%NY=a|r14|?(E z(oYl7>=Gc9+L?3Lm^nRlOo#wmd~pv>5_sW8otfLtb|V`*ZudTN`KIyq_VefW)gMb9 zPA?UGd`PhvA-vw~G9o1Jbn-8vrKeQvG|F1E>FPg+T;JRfvVu=)K^9L~6{r;!sW@p| zS>&rKVy5J|ik?xuWLisA9Oh(vqNcQ^&eXd^?&w_LO!P2vx~fS$tXJ*Lb+k zKa`ORDc(bkPBQ9kDvz$s@|CmoXC$H`yZw8 z+ehw~-H3$W{S2Z#5LBmI%ac}0g9OQcKCn%lfx7Q;)(x++Wi{0NuUtjcx0Z5gpv_P! z>MfU~57~HSKd+iVmf3m=b$l17*EztcR3fp#IXm=d_3D3U>Hh(0Ro;B}4GqI`5A-EA zE;iXXiE6nj?=K@q2V8sGvLX%{TfrgBSTUOrn(m7C}S(#yu{?S~ntYUgb zJrFmqPPGp>#j=o?UoEF73Gu!f79s-udhxZF^E)L+@ zY=V#V_adI(E?o@}a7^9~H(##UpPUjx2HO!(6;0XA6-S;gBuvcig(Hkr-FuInqd?-a z9ES{VWep{a`AHCzrksc&C+lnGa00rC?zm0uhM0)tp#Mc~tUyy+Bcm=-_a4O{C=ROh zhiZNqo?m4lzH05RS)=am#+Rf#IAs;$8n6=R&UD8KDj$ZH7S;7Gy91cumSN8sTV;?t zTJcAM>4N%^?3Z}qqKjx?7auvEq(W0x)9lx_4rhA3_(gAW)}YmX9v?lnJ65 z!8Kb=Vq?f%pM3%#G(N%0oWE#x9l;ka~9ZkQdD!`Yf(4M$m7)EL=gE zfDt7Yr6xzgA08{hI~l7ym!+959iB}Gwn}xZ;8Sp$y7$`dJ;g5)&5bsNtu=7H@rvPI zj*izDJu!c|0HUXK##O95rx*uQk#zTz# z&%c?7e(P5DykK%|aVDn#lDSKjRjN?A*YEX-z|o4*?&l(7n(`P%m^ul5Rd(2p&v`NJ zWzSFhcGTA04_7Jw4wqZrgl=5beu(2RT~CVA`jZ;kU7=|6cl+;uZc*$u(HlPhZ?^Nh zEU1yh;8)fjFlh9NTICY~c{U^m<6#jf{1x?t`@Z+2&^-l;ynuODMNO-M1w~E$;Flpj zCJKWb`$w`sEovx@d5LYf#q-^K4}z+TJMG)EmmT;2`X}c-C3hp-+qFVDbkT^i*u7Pk zQZ{FP9_U9~C7FwMCrozBBjLPztkhEqx71f5+S2KaEQS((M@Oee!jIgoL%TD%=LfeZ zNFSxW*ujA%p?fJL7U19-V#E-g6gA_6?S5i_1>T3Xkjbo~K5zeg!HBaxCZl?#q_C?| z{`2A@D+wK=^h=+oTh%N@CbSlG>1SD0@JS&-la^Eol8eOGEE=XcszUg{{T@0~8(sGr zKwnA)w?5raM$xYC=jk-xeKM}6y$`{s5n?YRZkcGvF7sNlQsX($U*8<23md!$V0fXK z>dS2?YcZ8E+d{`e7QO0}sQOxfLs;q;rB>Q=6FGRO{V0nz66_q{>XInIPn;qz>G-nR z%2f`&tZpx%m|aGm&tmQJvbtrCscY32@tTAHk;E&(T=Sc3FvXr=oR-*lD10DxSPQf9cw8m)RN-2`wWuEZn zZ5R>O=r!+{W!S8M6=~hW_ZiO)n@8-<-KLEHR@ED7OC$<(Qq;&D=hz$hEE_4@fgLQM zGbY>P-CxX3BoWuRf@Wo06CP?o2?CYJG&X`%DUsBo@0~EoZ(XC*z>;I(Q;_dcg;NVk zF;4z+5e4X=cM~(EYkm@M)hp|Z&*-8xU4o^N`IEJ+c3Gm_%jv`{>^iUYTI)dW@{Wbl zE8(wM`;1~WjO{UH6V}%kY9N=)Z6n+_d zD93kp0tU6Fk~_$$6c^4UIS`Vz>~JO5D++@&ZkC+vSZW6-0tsVa44H(g8W|Q;1AWI_`-&w< zlw2o?GkjS+T-v^^;Hb>U$lU<3V`AB>z;^F$X;VA)(%y!m+yED7z{)N0`zyHXv< z9ZWpZ7P{#J0r3mTyg&5B^2$h78L9sE&7ovB)us^4ee|r&Ju;BiuR8-Os6d zd3uS=+1Pe5ME6K?LKJg!NkVr}QauQ@NoF2P5WU0VEG|Z)`FYoZLv(#)sqmr?p(K@RA zYtp9e?w9|OPf5sVF5eDXe2?wsaRiu3H6$6*6JdUu$a9HBO$zG0Ji>?p-rS-k%C+)`a= zKC^_-+Rus7Cf?uoD(&3s%be6&|3 zn)*R;&W^u@$wlQ^S((9(SL{wWw)9K*`$@0iPlXpPx3*qEe3zdt9F4>f>& zB}@t#8{fFiW`l|I9#Q4^%wzL`1B{eCkJy>qsSMPk!ShQpIG9^Yc#e2j;}+2Lc=Q(*AObx~8a|>7>3CQ5CshXM8#1XE?vr8SBhI+5Q|vk2jYE zaWrYe2>#ZuX=HFdSPm35)pM~jDgYllCw#BrR!ODUevlL`E6rG!?bg_@%;+%9awk_# z58XLc0bp;9x}z2l$P{NUYvE_a-)A zEA%e6_gVNWb&m(^?~5`y%fg}ZAIWlP7)FT(JoX&}c#kIUQYN}#TH0D(fWQ)Qv=Ou* zd%3m#`@s?M!P?cok^!VM*1DTWUAXn;Vvj!fwbby4vFBn|{AmU$%e~>5dfrsDwXo5t z?32nuOfok&B2{u3p@G5%W~t`UsF@!9J8OSYHm2tv-_-tNj1JD-gF?y-Ge3y%Y5BU{ z8jG`*hF;2S&ed+!_esU#xPpGc5LDP>ll_(7kGn!%^KtlG70AYtu$S0F7u5rjWqOSm zM@8HdqiJ_?sXR8Gqv?>ef>f{hDGD zP7unP=*K_NR}~JWvMib< zJJ%LRy3GUp;z%myph2|9K>L}7?S0XX^oit-$tigZMIG&On+zdLQ$Jg*6!E8rMk|rF zp!@cMR};uOQ56n-^lR$&k+4GR0!Nh`U&{3olQ?nVa_elka1JNCE}OYYcq(e?I0LYY z+^H`Xfl0JrYO@(p>7*?oa26wz^eppTZ`~GO{nt1iZ3~`~%R#|Nnw<&1JJrn|BqeO9 z6skLne%(H_-nz6#X*eD|hOoC{)c>7TKh4L?JllM<2!_gtP3`T+p@D(}DV^yDYA#Cs zzMBbREf&rK@{o4dtKPW11NP8!&tcjITLV#ex#;6T3?$5gXW7FdMc(`_ws zX%!0JoSQ#>t$V7PS8@H;1P3@FEg!W*z?ixbY;BloSUdULR}BV3q$4#y<40S2iVuhl81&H{ph8W0+6WU-JB~v?=_TW(ZviGH}4Iws+peIeHBdv zw$Q0wKgJ!pePt%eOksp`kX(*72@W)qdv5;jFX^4j8cxb*#*|sBG>=o!V2RK%_{@@L z*Zbf0N8(J<-}^s}y1E&8_;2>Zg%SaC_dGc|BWV;<;8t;!YZp`^DnZckIk5N|quH&9 zY3qJ}{(Nz8do%s!ng*ELO}Y5(SAS@~e5~ES)cB7S?nRa#A)qXp$$fDC+Tmy52~Uv2FO(H5|m~bl@h}8KAMiMQid+WImGnuc};c3Hm7}1_Msw|yeBQn35ZO| z=sP?t^cz&ZEYKLv>P(p6hi;qT%i<=h=SQ>7;Y>NXW%hP_V{`Le75DtR$nw8&-Pz|Y zg$tS6n!cwvdGrH~rrsznuu^zqD}V7doqR2!o)o~jZ^c$Vg)dc3j}z9?RTHfd#*9Z$ z%)wJ4gh=GCDKNeo5E_8h7QytUkF;cbLCvqFgpx-Oot3dXZ!t+yfAia{)h8cfuY zG*rY=Okj#2M*U_CW=C@J4_Cir*yrNiaN#Z>%5#_`sk)t2OukxwoNS>ID% z|A@j5|84(V&s}>~GOaNV2pD-u=>SB1`aPs8q5G1Wa^z`~+w0vg@Fl%Q&?04=g;7vP+YMXU~Jr5WQnwHK!!qoF9q6u4k;ukoc3OhplXcOcOgfe{QmO zdVV~7tCz9g=J~}+Nz_jB-3zhf$917m*R~}&@P1YBU>*b?-}3U65{L{egBixvKVcI} z@>Sb66)qd1hsG1c9>_usLkgOlA9nKlFrqTO>EO?=%)fyfVnzc*IAo$jBJM9t$tICQ z5mSlm0#IgSxBKaZvW#GAC|G{8LYH&iPJdR<6l}`1nQ2f~z{a85BZS(M9i^{~Bg*M{ zSL(4l`QP`mzd;~Da%n{G0!5G-_IGVAY(svufWF`dsoUsdxIM7>Od8KIIm$8XnA~lh zBQl_z>Mk38DHc}-JefDllnFJp<55oVy385QU*;u?+(e!AyZLDEmc!{7IHjQ6gyG!g z(+oCN>2zacH4-cHc3ZhrN)8TeJYKf)_Q02n>}4Cz4nNQWG1xB{fWNb&uFD3;%Tk#9 zs7hz!{o<|6n9#!zX_vbgf~AiMg$+q-0{Y0SD(l25MJU(MRCf~b$IAgGMJScIharZk z-SZu1KPhyfQNnE{Ct5n{rVC__dE2@WGSk(t<@;INm?~FIZDy!wfi6XhZO~=%jzIYG zmzLjQ$L{K@F#%OwOy zkt0W+LVS9k1??1^cmVG>K+h1zRQ8+AR_?ONLuX7`0Y~I{wkpNa7V~BPFukaF>3q$a z2(!IcGg+jkFR*e>>zGtmNkDkFn(W0orc*2O8vs-ERRb*nr79O$cB?$IZs&hNm zj2;%PS08(@(PU&@3c1AATJ+Ca+NL(7em9J^B2KU!A{L^!>3`8z?%G-`WzAeI4HB|e z+j{C`wJHKvY)0h$)Cs3%h{_}4P9MTpOBm=zZdHraj9Gn~84Ugfvg4ekR&B3arL>)G?R@x>}(Nq=&*d%hHud$}gEzC8= z#Cqb|1+{?k-vIH%`XN&99Mqr7fV7H|>-krI-Yo58I#fnfp0o;e3g7W=dEz^~n7*E} zK2co<_v4`uOK;Ds-~*OL32~z5Uoj@uNrOc-Qh%b3Sie|ulo{I?8AXN>BPd0HY_qJV zJfg8Izk%)5*kSAb@*a&3Srufwt1z=QKuS(O z<`j8n{d&LI*C5{-8te#D5HdJ&-~UF>AME{$7$}~PvON+nEc@qT?j9Sv9osU&mB zmM&%7Ya(FF;`T}@aoA)t_5^Mmg9U7xtd+Ey+mQn?I=DY9$`f2DAlMV(<{7Q{>-pI zjPo*SzolkK(H_30)e1c%sV7g=K>B|aop(G{{~yP>F0OrTu8WI|YmZALx^}K>&s#FD zJwl-_m1|sE=-Q);kiA7Ad+!k-of90Aa=I)@V1c z;Y4-Hf2agTEk0D>$Qk+bz3DF@g1aQ#2{Z@j)wyhXA1g;YN1hs)%e{Yo^EB?KBl*Q5 z6HQf)Rp>{R-1j(*WYG%IG>xcGBvM+W!|94gigmDzpI(TZI`mq$C!sm7SZF|^smcK9;8?i*mYR1Ai$xYAHXZiPlLe%nr;k)G)V zjkR{OsM~1fkEZ+~fv|DfY>j_OeP*g=hn-f6lMRt?ETsAOHghffB0c1Jh4vmqc*nhe zTZC7VQ(-pTOWgS~!0_zI7s0w*Qhtt)heO-uUPtW8a3L}?yT3&w>#pBUEfoTg{v5rT%F;Qt0VJn`w6Y? zzcYIWhl|5+JVl`d>=)T72336Hk7>0%=RS>Ha+vOC-#wPvr^S2I59YT)A37JBI)4m3 z`H-iK=z4Tx^*E3%Jxw9nJz;i4AC6g8>uFrX*jBOV-g|*Ja@=F={hes?e)y;V`0!d zQ&wjjVjMx^X27M_FHnm+1MryQ9CC$3$1D4@%(&!pcq4n6?%-4iS3#6)v@p^~p$=b3 zjc}qW&WzTR=YhjF;V@<74q!N&J3O*YfbV9|Wo1JE0@;Wa>2I3SJTM%5Q#-C}U?)Oh zt`h-`k@YDB6VsFTwUqL$opH4yp&QM>3l^YCEeCgu)MTha9d4m&HSYfVzacE8f1#f~ zDjcT~*DeMV2LJ2n5D$lBuohn>wX}NZ5}7rN9@K{YIL{AR<{gT|^>Rn_V$A5`)$)w~{auaR2b(L&v{0a=d3t4NHz&q`(H< zY968zbOION1NHFI#(0u~2!}}{IfS|a-ttLs)j&iRmgx&5i$Qb82j>^ayh74qVs93D z8trBKZrn$@HeqC5D?w7ukZiR3nJ}W)&SUkAH%BxtBRIav`K5ZNzK!6OicDx`_)0e? ztsjKb{qWc7jxWpc=H!e#TGVZXCNfzF!95b`f*eWbmPlzeuDd<{@ln~Oeuc5!438Zg z|B7njhPSkjbrh2*ABxs?y6aWO~{`)QemIthJ&dAX?pB z2+$qJT4Rg7Yx*un%Sn=fFctBpx1hv@!O+T^U|C6u9@nV5 zgxLxzCAgJfvoZt(k`Cc#)+VlPG{ z8vIG4ZgvYt`xXNC>p4E@ZYY^ z?PokgS?`&7huTWyLh<4E&Kt-UmQUZGzIlJRt@aWhl_da!mglpNjKov9Ku>_OBI{@F zIq`aXkLE+Q_m@f6PE2mSk<4Dj&+U!?9nK16%w6i*2SQWng_NP)l|0NK`G^r)Zy;HE z4RbA~li{L5sqlAz=e3SbWn=>eLAz3l;i39d?rW9dV(S^JR;swBYz|gPP8PY;0mO~Y zDv)D!(De}NBEHyHid%_%04H*lpnsM);CsQC`n8vaB&NH!JK$0QacEEr5(@CRkCG0H zs>bl+l!cnEC#i9RNHF$jOIfekCTw4#M%0IbLtX+}4#=m`6at~tV0q)c z${|rLEV<6PrdlseP7G%jBI1%-^6F!{-t7L;tS0NJq<4cSI%aUmP1G}f`X^U4Ec>7a zViRyCIhD@TDIlt1VIw=EcS3odw{})`vY)k1UC(lnRt*t8Rh&=#Dg_^B&?TTh81*;t z`g_I+&=xJwKC|3wcN*^EGOQTU%WLgBv?Y#9EVm)a2kssFY=pcqo$hPRg?dix6is9s zpd~J$jyK4hvZ9^mZ{t~%;Ggwy>Z7*@vW}608aOLmOqTm{4<0TnDxq4;lMu=Gv3o{B zcg3OIE_WiUTd!_r-V^lW%3Zwb{pTX9IIioo(JjdZ3e8kC6$MUtzxIvKCDoBf^bC{= zxTeN0y=&6#aQ9)UwxY-YTS|9=WZ$eFr4~Q26s^>qsj$s8Hac5xuCEF{-zTj!*I`Df-*aY(RIVwf%2*0BSDI8Y zr6%N|T{d3+HM|5)Gh9{UCnz=O5A{#14c#sh8no4^cpG0O9VMwGBevN~JDiBFk3$4N zHo5Q;WZR_v#oGMUV#x((a`-o3|E~2E^=l9Pik=NAi6;3IJfrc87@DD5+lx>e9z}Uk zStabHKH8h8*r;(v&tPWBEA)|(V2=RJicd?Zf;$m@@|F~PoT(0GS!}@HP%>kx+qy8F zmp}|j9OMQ>l`X~AmCw(?F!a#C*1uML9F9AH$oE3PdPeEY&0}qXNGaTRXP10sw}x3} zM^O)GBK6!&RR;7@0@i(sTB!CWgh$NH%&^17Qlvt*+nCpef~{3_{sE7?QU`h+1JN_} zv;zhAwaz(Lr9Un~Hub-d5%YKvQGdd*7h?So1Mq!8SiDGTN!uZ>`eUcEe$?hxVbJ%^pQnwcy7*^b#&gInoM8Io(CsAd&;KSn z-%0oDQLEg=^PT>8&={P&$Zo%7Viox%y*%_+C_;^CmHH;tUbUMA3##yByB%kB3^Qg+tY~Lx&kAJ~>xS91YF=m9=x9 z6x>)ve`5L@L-{XukL-OCsAJ=gu|E0nK2VsM&X z0XrH%9sA`ugu@3-Itac*BVlPbT1ravQhzjWs3NMkPpA*>+1ZrqWFy@ruRPRPPHlRa z00%&r=$nbPwA9fG++_94qsPVIF)If1he!4# zbNV5R5I0>XmeqidTAy3)`Q5v9(D*=tVKn9)N#I-bfts!vtI)$|*m3la0iYbJ^Y^=H z&*s>7XbzOF)R<}|(6b>D^MLL$o^${ZWOdv4rTY*az?GuUQdFbO(mntHCF8}K=bi3g z%%e^2_kkK38-oVk-`bZweERL%iUV7-4}IJ&lCdh!F1vdk1iEdrOKgj`wl+S=&@3g? zbH<9u(a;Z&;3_#Ii3DjE)wM|;zKhO6By=UX{i{ndI8{y*Z_!n(q{1jOmL0Zq!9?tH zzF7rs^;;=B+%G{%!ZHm+qVc3x_c1~%=1!dbYja^h$=5(VXE6k2&LyK(2v*kXi^s^L zG7p-7C3_>Mmx*1gP3XrmayY%?qb=m|51zboH`c-pO_n049gs( zuF^b{oRe0v#Kqr*9brA4ICV!eX3l*)GXs^eHeF>%Efp&)AE69Rmb9>4TBNhr_cFD? zBig7vGd2BRyHGb(eo!i*bVI%5?xooKg|dMovTMZh1L?j>a7RAqv)*Fo98nAb)IT>p z*DcJU;kB;F5uIKi8H=aYW&cz_#4wB^%{qlpLQC#;bVZjaT~m2IIwl zj;g!fHOpRucxh<3=TSO^GA_AL18daH__STg={~9q0m)IPtj2WWv;(y1ja`GsD`iUI zMP7g++O=XUER6-Y0254N1*AxFri_#9RRYmZ6wn0QWuWbU+W-v~za?mE(pWksAeeZOAru*aOOx!cB^e((69= zK=x=#=e{gx9LG{y=h4TOv1hg$vQhQ#sK9U16S?I+_5nQ;|NRSXy06OcPmj9x-v2LC zH-I;|@^70^#m0|imfejKa)XEyiqx}SD*Rs5_)j_ECH`^8!(Tp=vNR?_Uul&3u#Os! z0$uk+Jg@80Cc-_ql{yC#4}G1#Q*0cla(+5l3+!KGy6w7ZK0eSF_2%aHj;H+JzOP)q zUQVnmXV|zQuU<_WiOGr@qm;UlnxcG({hHm!L~dM`?JAs{$<|`9(XJ7%EaYM9aC$z= z4qZyUzHzd0f(VhoWY7L^`K)wP3DqPbLUV$KHw()@D3rP{*V_2t=NsTtdQoA(c=ub3 zJQoqai^AXhldzsLZsAbuF{sC}$Kwt3{6vZGUj_rhk8n(p-Va|&h6Z6MnxCz5U*c-I zF%<@)RXll@q@GVdGVGV)>^5U4v@x}f`a7Q^E$F)pf3nhs5F zbCqMxF~F~tMSu3Sh?|vaH+h(-NyXjea9>fr&QKR)&I%cBo z&dflBU1ib2Uh!m>mWsQYcZ`yi2kiCccit6&gMBc!p+hUZQWbiRD1=L0d9&)87(Qs> z`h6+zdqD6dHlpnB3%URN1TG(ad`b$?Pr_qT{ITS*NuNIGW}rKT0SpaP9$4ad0%c@< zu)3V;f4BIjFk@^oRb~H(bkE0c*=Fg^Y?bm z{NEFG(INDwcZ6B=LjG>(pFkQmD^={w*z3sp8KUf1oC5hy3NQ719!#$$!J{Of!HXC? zcD=iI2gSRg^Spepu-XDkAIyfePefj4ooRXNlY<&bF;iw38Sf@3lbWk&t-u~78w13+LB26$dKasEDTkxA244t( znoJHYbVOS5Ml~z4l)pMuH|hHSCSr!d%%>?{59xj%u9+Y2rpL=0K^f^zXr<&#joHX; zzSGm~7p7Mc_sp7W?)<*q(-`?A>)uB~y zJyw<_LMm^6F>yk|l|dt?F%cG=CA!`8qrHMD$6vEMbYiGbqiw7(&;}un%@H(l%1Lbv z**RCGMKuwh)J&_e^Napj?!!Wv!+uAXoHx#mN9q~I>%JmikR4J`_q6UPM(hlbQ%6k* z9HdLcxUWdpPL`01{M2Y93C!3#@|B?H(}7R>5M^Q|+ZzD!55gs^8Ld&Bm?F3v?)>}H zq2xX4$ z=D>e{f3kPdfmgH{d$_Od z*?f`Zb!@{O<4Xu%CSsZ~kRqiCeI9vr+<$#t#gE1pM4rEhx{K?MmBoGjyh#CUBq{oEd}tlzfCD6 zYL|i+-1bOyqc<&|!KhL5v`l`6%DIBBru9+fHQs6i5m~3b^Kd#`)8jPJ$fPzW-ad2i zxq*PTvY}k4Ev=$Mu$*JppG3z$y`S50&fY;qKPSV!jPuIP5A(gqh@>T^ zeg=&ebSi!3@7egCxqX}RwOY$+9WSUqrcheAb8c`W%7W$-bFPc)u6>MYA4Bz5`i7f} zk6TU@7hd?qs%_b69XLtDSz|o8ctI{|e-W8yp7k@wUza*56x!=)BO@L{^MGCB667&I z=DA&fBsbJbfpP&Olj<^Bpl|9~+oaA_id$qie! z_7FuTJ7ca!sxiANMFR3IwVjU&L<}eUi2;<<=UmZ)H>LY*28&5&t*gjvdZy4{M)b>0 zU`+ng&u)6Taizneu?;60SFsqd0_mgKNc1|OWugR5$FcC^qkwRZb;>ErObybPT%^So zwSlUXHLn^yt1|?rqk>T0tDljCxSZ{q6>WpqyF^=meACbwq%JlPXz(UG1^;7aECtux z-ZrjyK1NUWwQvK+vu{&+~UBWuWD4+&cEF68u@?0?jI4e z{CkyRMYhV5;hI~%Isd}3fVbQ^g(3XOqB`*3)8&JRSknu?h)FP`n>fF3;0H4c`n=Ym zTg}uisodygLrXJIsq{Pd6FgW@^&71YEEn}9J2}ozKC6;tr^Elz+}`4Q&9b`=4z1SV zE@GiA7UAZ)i^z?VSQ`4fgL^e7Y^M;k2>isnhpl#s{+@B*A8WGI=o7owknNe#&@t1=2?QpNN%RqV(><^y`Q z@T(0jgjw4jZ(MPx%8kMHIR>q$)~m3bbZK%rsI(+KI9 z`p@)3Jl7p2a@ox5W<1B+hD+zHxrhOkHAufZqSl6)XDF)=r14X0rq%JF@-${3kq7K6 zk9g$lLf-}7;~o~JV{-00Zm*BlK_aKReU0W!{AuZvpBd?RO3{o}AHd}^hGVEWn5iOKco#o}#Wj@WAm1ao*Onk44ImU&lEp!md zxox+qdYMhl^d4Hh)!}8MxM7usr+PsNu^+F@6Y$$EB_EFIZtu@*4HGnSI+1oc0I6bK ziKghjK{ZpjtX#6av}Li+IHJq)Jo8j3{FcT4dqaZeS%ZWM)YQmr#s=tM|(?B z$}L%_1V9?Jo82^iX6f2_8u+f3FEO`(mRD>)Lw@YrzJHsSDA?VHf0;8q-PZIba+URk zd#8OsgtP<`p4$-skii4-0dgX;0TiRJvmD1YYMW1_Z>YJn$5Atxaz@=OZYsY%57Z+C z910y!FZ8>>z+zm&XI$(=XxO(=R-p zH7%~ZojL&T9y_yOu1;rx)Dk`o{i0jszm)AImsJYlTZk<9%Wruv&>c6!4@$LkvG1Rv z{b1u!<8dZdF=qOwG%1YN?k;zptEVlk@TGhEY>+N{St$y;|}3A_9er?^z7V9MNv|Ko%RQHIusF7{|px^kx_}V#%abOf_ye6!$(-O z%Y#!G**S6=(rIMjG$xXq0kDU2&9d6l%#_D&>K_okv0H?H(pK=*avVt>YcvA#3QuXUhj#4->uNpv8B!g;!n@+F(8N}>!v`h3_< z1dqs6w3f>2|JFy%0A_cm7tSnd+{K`Vv?Ztk%iUxh^Hp{~`*j^5yV=`wG;usj5UNs` z5?Ie7vKNu`K7hR8{Gsvv|L%0M6?7`A?0v|<7qS;ZxR8vp*c?cd=G^c4eRS~U?)yjo zI=dG0V$O>Jd}NLK_xF>OwzX1kT{92aOhP(+m_>89QzDt~#_Gr36{n(dzhf%mRA7># zs&gIwT$mXV`~1Pk#+Gm3-HkOo`Ss5INoztm z?~weJ9T6|^r1BA?7m4i8G3A0!nw7+wvI-<_-=G@Fj+1(;3kz@-VMUoQJu=-39Alc~ z!+$=*eGe%AK_QkZX=uZeU$=`KhG<<8-RS_%dOWdBY;*}xy3HnGoVB_gBn2CdKO1eV zaits^2L;_0Dx41nB^p?VqnLo}xkXQP>9klIS*g3K+YNXWnQ~xn@1g~tWn47}{-2mn+Y*A+xtoWY7C@&M9Umw(^8AM)Q-P94i`&ldnjpG1#M_`Ci* z9THjUYy-OtH^!KCCMXXi)kRiiaEhQG?{Y`}g ztJMO)`mRcG{q;m7!!@uAHgXqy2IW0=sm_^Q3IO)%rxXhPRh%oAy==31WqLfi$GeiX z^)B@LQ?j>*pX0yMjyiz(c}(KOh!K4h4P{xtuq}II^@yjHLXiwY2_1bbM0mL^1ZKZT zVXdn3oW5yGN=}m7Viwd)il@C->LX;=yImY8r|e*je7v_};!b(zVgKx|vg}y~bLq5n zYOJWw2B2A%d1g0GkK!0~uO8;hpf< z?Zz_|3qDhCAa4aWQ&nl~)0ain(_#aH6BmU0O2JKS-e7M$ch)y)e{jZ3*I^D-`_D>8 zxIt9@Lj+Z`(Tj;74h{fzpbkW;cPq;o_$(8KtX5Ou6>9D=CmRcr+NG{ZO{UBVXKs}1%eH(^qYEi0Ih*NW{j^?YtyZCZ~paY^S znHD;X)k$VG9Y_#ZSDeDx%(P;@!*iTocbW>1QSiFv--%_Se}i0i^`z%W^_`ZlR-mEg zG7QgGI2b9CA0zj;Cp}`SUZ9)I$578I)X;?%CJ*Ylscj{HtwDxF!^1Q)zSyy+bVL}KC$vk zsWDD37*pNcC4QaFG8sKcd;^SwQ&Y*}!awFje@GF5>c~K@g02r3MUlAEm`-D=%8M3x z)Q{5wVPrN!enJ}Oi=6BBb=_oB#rJ>5vA6z^VeuCls;}9_P1+p(Kt4_fJz{mZ^XH!d zU)THppL~|k)Hgp&KI>|J@;k)#C|LPxRMm>Ytn<$L=%_^T&uci&={HKMzkBc@aGBM>1 z9d@|2i_qXdX*vIQD!+uPDgG7Y?S4nAFlbgsr&Uo`Nn-pYwmn8et5TMKA)HRV0NNQq z%C5q5SgY?jV26|?3>vnw9K3OTT*GFnc#<{Ko0}I${Ab1(Sa^iaf!J7fNp)gxL?>qv zWp8?Q=&9|9^iHu&+4{A%sOp-UUp&{6rR@?H$~MOsV`s6Jsv3N(?PJ%)oH9OzK9)%x zu#j@6SkBf<5(Ni^4mwGdz;%X;;N~~a1Ej0O^0l?9K0>XjG&PnvTo-;sA>Q|dgti(= z5(A1~^eDa{+U<+vyYndcW`J&Y#$l_<6rA)O%`g&)Yhc04Bq?=G;9gyI^`n6Y=IeDB zk+3PFT5%6+#RGH412vD};Du6pc3MMn&!%vP?4z?{rCz4)P zU~|(MqPNxyazX$;pHSB7rBJgj_?jbrKJ`(9<$#4Mx4_-p4_MmCBDt@th940lYlv1C z8SCbc`uAT6M}FT3|8V6#<*U4`=KOV1Ic+c7HRXiwy}}p!2Q}w6r%b{m<*S&%5=vFC zE+Y7M`E$Byq!riF1j7!=W&dK4FA}NLr=%f${d0{GqML*624CX**PTZcMN7|7==yT@tx&+QQElPSLjMo=L z#_o(JOmkM=zu&yuMKq^8xP3nmPM45MQAAv*%%~*nS6H({k~<-HJ`{@cDuMZ>X1)n; zGo2Sdkfyej1^;6EC{vcLwi&H2;);qm1Nx2#kESIR8ue*y$NzibZBg0L#k96Czl zx|0P7nH#85n$=WWO9d+?_^=*5BS)p~IK6Y#Zkmvj6j*~B%drZ!irF-(_*iag`fR>r zD(wlUeg;z*KrxZOAcTYinAB;+zd_Qd7zQ{IVIZW zxsvon+Bu@TdB(Tt+Mj?jHG12@$CM@&@hRmueeGx|D#m z%jgIa;35yMi1tic2_vC;I5aA84l+5`Fgv+-{9>J$VG?km>HBmUR+{zC9yx)P7y@d2 zMCLrmg2|r+nna3aX*rlXc_fO|m6KJ%ss2)|*MXj2+LRV!17gMO^970Xcu(G)8OxP}&hWC|(5rf% z1cHk4J-!}l8v3Nj>7No9L6$ddxq>EIXpA`^?y{v^H&CirX>~<0Z7?deB!G~_ySuTw zA;I7KbXeCZs%GueH?rOom-yc#*;W4E)xrIa6B>ZF*%f1QgQI3skMqCN-(SCVtVwqn zQMXoiUyw&jmnoiK2?uX}yd0!M?rDeEs0!{DP%)kNjgM?W7CoV_o(wPZZc@zT%TMl4 zzE08doMh4{m7v2OF^kf2D*>SowPQbjns7eS75352&;Mua#nS9hadYnC8rKVLDm>lG z^?7YR-XIUv&RyXUOC>jnd@xRq<3E!j;|=mb?}yC+|IkD)N4UHFa4C(}!&^IUH=iDC zPH*iLc;1w1{GOCS1n%$&YUBD57$f$wuFrplshxfB^}>9`i!Rn0vc@ep{96KaXOxsU zyBwC=^CJ7kBiW?iN>+%6%Cd^oe=ik*HreZ1QC_6-dJ+*RN_tH+(_=_c;8yVr$nQ1m z)WV@Ln8<*zOrqW_T_oY%T)CXj=JUG?1q=abYyP~1viUP#Sez7C$&yfs(%}jv>Umn~ z&Fi?k*Tk^%GmG+B3zH1uune?ABF#yM;TI%b?uJ*@xdG4?6&bCWgxl^=MMqVH3tTxb zvu|3%R+W-O(a%3E1zi`qBrhnP6I0BOUW|K5cRboqw)&`*0O3$Yjwd=9lT(cNqk4 zW7i+ObwW=i8cmoLoQHc6?`#!A1akb}|Gm)U={WyzmrT_7ecZ=FewAL9O$E*Xglvug z6-cSOx-?D;*M$5ZSH?NVE4 zj2_Mq;L(E)_p_OtKT`6&UrT#rgw|PKYw1I`5tdWEu#m^^2D)05(zd0P&C$lwKb}>v zLm+n+!T+ zUIAMNe|YC^z2>WGxuIghQZ1ppkqRwhsC+)S)CqKFi(S7;4p0;ByBB#zae{T-{dEi5 zbt$EcV>}~Nj3%WMe{sfRLk7osy&=#2AklqIn_N{m`0Wbc~};`?mew ze0kHN8AEvhm;zA#RaCuwx>;x1iCmFku61$P^fp(#7T~L)u-7S)l%sLD^PAN{G;GbKOVvpiI>`bdk1 zo(V{KY`j47;Z@Q=O!rz6Tz`j!DgAiU?a$P*^EY&CG0QEe zqPtbH{_ju6Sc1>$`N3$gy{gr{Pql%K44>f}#UG$@leCd*YRD<0@AH*vB&dyv8kdX>u>yRlKslHHptMI_AgB!O7Op6W&ihLOKon zUphpd?nX*Nc<76=Od3!((fOhW-L@Kon#Z>2b!$^O%T5gFjBrWDXVk>(_;j94d`a}9 zW{vYjj0qd|3f&uFJk52PDwRmsJqrl3{o^ewA<-$lw9fuR#TwDJ9`Q=d zh0n0@Fl~D{iBiiosuJU_ecPZfn&~)a{>*e}DK-h-LUa?Cm5@b(aI2ucMdjOssWFbR zOp>+ENWvS9YnuzFWWt!k)gLt^i+0)QjAg75+uap?>N^~$dQvgI2z*iK;p;x!y|}bn zz(}&9;N>;ER`?-ze2HU8MP<3Vx}BoD`IpQaePooVri1o?u+PS$I}&c=a3gk2XwBK4 zIp@q3z}8ShtuSfgBVQp63sklKm&>1STFvA2KZ4$85~9Y{$7zb1Tm>a65Ap?aq6zUd zcuFR~zLP|AoTb+n84l~wO!5phSD5sQwHa}a*=JH-r(68iHxl!1I)(q`j9+pDm8;sv zDe0NHS0qEG2Q;MW+~p5xPiUmo($BpIkUeyVGPI&psPf`2;px|$7|YrUAm3DT_8did z8Us|Dl`@k%R8gaeUKkuO7{cM|H|^^5l>}5#(&47=jcK*@D*mV^E*q^i4sO$RU-t_8 zxhR}*gLz;lz2wl-$s3D9=q7Rg2W+>zI0y}TYi+A z9CeBozNVP^Ya+mReQ(65&Ee7^P(9rTRw&@F6xg#j3wUHuGF@tGY zZwGYkqj|G;G<|i)(d;$QUre%qpV_0g z(F;IQ$Eqe&TIh#0GLw)i#LJ-wG+V$+0}E$-d?<+=%%Tpk3}-TfrIpbtN?jDbdapKrXKXUGZpsk{-2*y z_qJreY7RZ%^kIH|qzRnBY)l_K3JvBv4T3zx<^+ZRVxGTV_|)i&DJxR}g^ALHVQ=^H z?1Q!!sk5wK^8@Qssa1hnb#`o^DsgV(zh3SW{f9J^&^pp=}AxnCm#)nC0G<(as9$!ub^XK!a~ z`nM9wpMWlJV|0)5cmX}SFF4XslpV3q%*zK_OB^@>+!H5;WF}3Mr#`e?Bca; z-^4#So3C++DtB}1qvi-Df=mdfrREL$6zpG@P?f<5D`5u&w$q!0%>lOHXJAUHw}tMI z4uuk97)3+lVI}{eUd=3)3>7c{<9YTqSl&G)bIR0ehfJUBTRvs}W(yVI;HA)Y5PclO zk_>Y*177y-l@8julDHEi_g4Z@(Z63huj`kCY5Wk$J$CrOD|jiox)t=p zrLLX}A`RsvjKom7YEy^8c^f^t&7=AVl*t&zb7c1NognyI%mLst*f|BO0^vK#1-su9 zDdT~C-q9bCwvmsC6G(m-ok$aY5#V`ABh1B(g2*h%nsSz8J+hQ%D*Ye{l1#J+aIBA$ zHX8bJR#EX~uqRvHbw(MG%(3b-?p-V5a9PFXQY)vS!xc<06C?xI$kPvXQ; zgU*o^CNjmN3Q?{;l{VY{CFF_`X$``K=0D@+0~0%Qm}mW(8)2m(ud(RVTVf!qIcGw zy}^ZHzGTw-)&W+Y{R=*7&)1l5Z@%~a*6-yhsOOK;TYoQy3^#!Rdg_!=F%t^KtTTJ4 z*x97un_KrKp3)o|Nz`>STUZ{=6o~(L;(C=ONXnT-@9}GqC}w@S)f@9ou;Q=!Vg=YC z7bfphT<*_l3@WjM6mHE4^Yo&@AGH>jB~TFvW{+eF-cr!+a@4uVNZ3((dF9dItvrJNX!H$#66E`GUih=)>sr|NV4AMuUWUVWu9-35@QryiZ)He*!8dF} zu8Ska(`vl$x!oEqMl$zKPeTaMLE1XW>2_w?KIQfK=Sr(rr`EG&l8TVr-0ay)?EuRy zpW((UFxV22sqL!gP8w!J#uwWkDL*}}1nkE@7v0ixD)B&0w=pEV+If+7o?I`Waa|;{ z@nR;y`gqIX{pq>2dO$?@T`dqcucszi!^Z!C15GFV9raznp!9&7mkO`PibIMEMz`5G zK8~g-q-!(JZEtU}8m*jp^hB{#L5ksG0sL&eeJl%4lTZdGF_LFcE)BHlPBu|fg-)Y? z=h>X}s79?gx#r&@!PJI>U@Nj2UQro47X#x`f_=EHU~TGFo%r1cOt3#k2RhSm!EDN+ zsi@7EMD#`I`5bJF-K<2wjE@JVH4VFCpR5#)vsT3=>tVaiIUInUGT(yqsTv*VlLD)> z$f6iN)PyusA&?hyBKUXL;6KKHTY~@E4o>FCJ-i~FSYN((!#i92FJ0AZ#(<`9tGDLi zG}fHXmY$yOoERA6$ZVFP(rR{5bi|-V*}r+7ah|z(`4Ypmx3=Ci=fD^?2KIQy9c$Kc zdXGleA6S@x_MN!jP4!GArhzl&*OS2nIf-j7!*t|}V z_6a|eW~ZO9u#jdNDRyGJ+qFQ}bf1!qm|D2{%*IocfjtgI76h4_;y@{(S>owL z5W}@vv0AXK#e3sZkN;9sRpdGQX=ti~*|`gR=}8VGNz;Iqt3Q^MJ-IS&_(s-yJ0s>9 z_fnh&6cJV853nU)U3L=^TNB568z_Yn9H{5X)yygu4bkL>JfuqQVR;uPWz?WWQ> z1d@|0QUj{&o4iYf_0{EFFFJv&BVLc*GsCS*z!}h;hvV8}b4qjl#r=2%?tI!d z@P{~oSgen&#i|#@oy`P-BmoQH1ELZz3slqw^ezgCR7{l5IJb_5UEIAc8?hhifmPma z(edSj7IMY>Y|QDqhA-AW^qT3S6sb1M6!lWSJ2B*E1(1fPKRyzjocVHwSTd{<+o$Qj z6ObmXzqrz`*!ueGQoL%7S4&RWciK8$e(id^3 zP=*>L#L_>fP5B@|Ugw20YDMjlK_@q}dhx+TFIEyqBpE4eaCQl~!NP$5BSJ3c{=b){ zBX~9aDfII3VMR)eOsZ@nU1q-P zx)Htn?QUAmV~U8f#rjhX7+gx~+hH52p2LButNg|Bn4R8#3ma*$5P`04AxTeLQh!*0f}l* zgX?`qZ5s_H;NAIU@{=X$OW}6` zt`k&ru<};4Fs63o+?G?7845^=E-QH3u(1%Eh3OMOYNJ=5qdB-;Vnd3xugT?rY| zy9=p|MaA()kie^xbOu*ghn*tT=Aj#VN|Eq-l29qaFR0%vqofGV1mb1pYr;C%BLbC& z$4S<90HZL?uqRUf+#}r15K!am$qgQQE5i}ugkqUAYbQdFgINa;(8|ks1$NR&L9f`s zqvxcH=d-<5-LCN`XW7YDUF+P%d1PTWDr*Y4126&3-DAF0mi(iv&N5IO*7sUU2n0Oi zHT>G!C0@809?`)_2i7g}=%!9-ag}p3^Cg3{!z>Z@Xx?nm& zhrc1;KJF|MG?$M$f|9x)LUz@wBh+*FRZ~zNDf+Gn>D@`)+>}EF7@Z>%-zn|FxSOju z#C|)60`W{}t4~1mLPBk5R^1&x9i>;u5I|diNmeg)_!08>bldR#y%Wp3-^g}yyL5yOok1y@bCfSycUvziD$b5qEOk#E z@AV4#MS|Qkxdup0V$4x+GzgT%dMS3N-WONlvl5c1K0W>B^*MfG@J`7_mx{#;xPeY~ zskAIM8SK|tO}#0lj$UuNemDbaB&8=~RWetY%$2Yd6WY3*s-IPggpr9VeBnzB1{EAw zpH~ELe+C7b0UiKiu>HVm$tQdyD2tgpJMyDsl3Jx52*fj6MMveCKz@uG=Rxjj!gDE+ zHmnhI!ykPIwmrStuzNCVw+0R^)8>98+G(9wU55bzvDI}ONv1{-&v%r3Zaan$GAWpU zCOqd%#=ys#H|Id#N+|T2fLsHbR$Qm{h5w`JJj2<3-@i|+7$Nr7ph1Wgp;6U}U8}LB z)D|&XK}!YSioI83ml~yJ%_>!Di@i!wT6%D(1H}&IF9dsXy;lpQGE@;Js(=_0PSYGrLp82yT`_=#4p7W_}*RI3L3c zYaJ9E-P1S=|MaTsTt0L%p{G#UX|ty_M}}62OP97Z;hwrH!_*YZ((j;py1Yh05Ul4v zNz|*)pkO(3Olf`Zv;x*#D4(H{bMQQd4a819Y=5k$Y^6DVZ!I;X6NbBk@Re!bjHg+Y z$^nAweB1?u*K1K)5M%My<-3OB0?D#^5ws*nOGhh`tv>LMlg(o>fYZgglrC=@R!AeI z9Ggn6E54epx*FgwN4k~HU_54u%^2}up`c_|eRxSwe!&Dix}hn!OurF&(u6@f%Gc%+ z0Q$R?9wbN-iQ^B=t@Or)XWOq6g#@dTlSEVIlR9ul=Z6x%qNliaLzrzXPF-&@az(l{ z*7DzD@xj|bsR#_|vlPEdXk_LROOO8iK8`{I|AuICcb)cuj!xIUJG0B%Vvqjla~*2h zveLWh(aMo7c#QD*+7Ym5=1x?-#NeR{@q1a2`tQd%YNr)1j;2lEBw0Kbdc z@$gvx9K3}weavpe7as2D9xb@*)t}fbMjKK641cyvY9Q55TWNOIc7(dhAw!QWEHxeZ zBD*sfrJNebC#1>3qVch_N1Y$FH3GMjzpZ@wOGSwPqE@-7TJ?g{?Sq=N^YaH!+1fT0 z9omZD9=zzt{`RTh=U{V$Ja3!D|4y8%ND)pmF@qG=`GJG6`@`0Lq#+kKwmk)W1pS3WcMzOeSob8h7;X4D+ zBJ6&aoDG3({B_AMyTAPj+(&7|dNv}&T3=B^5M~~%dD+-T^-1}|Z1~?Pwmm_hJSUQp z&vP4&K;p9LXvY>01W{{y%xuLE?%Ug(KIBoBV^D}BqUiu?!JROllm^H9c>IB?|5j=6 z*L}0+u1La}#3@4-|0!P#)PNJD$!jHIy>1A@rlP(Atx<+qu*l z!L{-k@A)KJw(FnQ=6kQwkoes#iH?U1F=e@8xUk9xR6BF~kuDEIg%`8GZ_)L4sQVmLM->}58VSC@b!#s|Mk+&cL0?e0> zA{0Dci_1+HDKBZSPEQeF#7)=ZBo1%RzVDY8LC)2a5k|J82yk{q6@neu&3j!{^ z4pKlq3m?(FCHRyOt;6`4qA|l6C_@{EMLlonNT`{iJ#w>#;7E2pgS{k)h|?2Rk!B$k zR1~8OZ$#B8N@?2==N2C|$jVc$z33KplEdlNKx74GX#y1q9Gpu2a{)=#Mk`}MikXpA=FXvNidLrWJ{{!1`tjR55srEPlC_Azhw z=)97(kt`_{w5gtbT9yorc)?4K8m$jE6%M`5ELcU@O=}~3&gvM#*{Fco_?)ouiswk{ zkYN^|Y)s#?*SzE=-nG)+pmj75RmH7Agwq&&32q*rA=6kjdeg6*Yg)D()nVk zoT|oLi7A>i;ov?bfrjYn53^>vU~AiTVW~s7!ko7<*%cMQ6yI*dgjBFSxf?EQ+%08- zJF{WB^jz6s9Byo4qU`J?tc8=j_nm$S#eNZCBwJtO+(wN;)@Ls(SlbQWqxJFesqeg4 z^84>=!K;r%<1cq|Nja{N{{;k9l@||=k5)QzzI~FbmrH7~TCK2g{`KYUi+fBJv)!<@ zcmn%Ftp_9x!6#y7ml?^isSqYkH|eOP6=iL|Y*42p-osdyctL!B+)!VM<)>iR$8NJb5|BFP2t23DjFs}w@49rIMm^ni zDI)nC`pZq9wZu`?fk($!Z6)_)UfN3sc(;Y_TrFHT1FAQp#2lnhJw%f#US6?8iJDoU zBX=Ox5h})N<@J9ZcF)Q5)9oKR_rwip?+%`kSdA2eHTj#vc$s!KhSGk0+4-5YbfV6t zbrHni7ENk#461m=>+~U{qY7T!fEZ0K?%A|vfkG>LiMN6B69TTI5yco0P2!?@Yr2r^ zfA10Q*apu0|2#alr~&6x-5Y(!UQtQq!Pzft)LcourX0%+gmShzZ-K};)}dN&!$tO; z_~+YIHyt7!mh>98vXcILrd6rCRenY8wHWQ6d3lj=g+A01<=?g>lI~^b)nM3ehnalo z8-Tl{qGeVLf4ETO-9hv5TVr(xSNMk!jCwL?)^RNHufkBxc zbDPpCfbWt=LM+*9lM=zz_Bl>PQ^rWOK9k-At~;j^QyqWrsMP9`0y2#5aCIG^0zv~B z!#Y@tcN|L59Jpp;*T73}oV~#jUTKzRoZP0MFW#m_Q-koPDyp$H&VE|yRt5C`9yaYT zu&^V-0#Bk>UD?3wgbT1$ayfyxOrO~nrhb8;#q@#gFTfN~o;iy=7DgBCmV#-bEhRAv zKe5L$pYl=|){irI+_G_`B=%TAt#Cjovvy?G+(F@ zmLZyAKp_hGdh`P(7I-Uy!dwYaKY~>S=xely0TNAqHw+orD|kchsy8HCTSzKp1H|({ zrfT@JJ+%0l?`v>Bm*|>W)?+5+PK(gS^S=j$->7|u@|;h$PT_O%$$yd*yYN2kIqH#A z$CbtxhmVi^_Jt<_t^a>sBRR0RRZHm9(0LM_D)qj8n?P^?i}0AS8K9XWEqlG3ch8Q1 z4;Q=NcF5!i|yRle%UhV2@k3H~XV>B4An9~V1ur3>gO87?!o4(BK5M_kw0EDu&#~m2;6NRiF7$T zi!E-edBa49iyX}MXF{c9eSYHUC&LF`13Qm#1*V9R2hA~-H0N-bpb9XKD^Ldq+?>!F z5ZJLhr_g7ga;;45%Sjp#kvwrt1vz3uBE0O+i)dA@flfU8__>dSv{qN*#UYk{iTpXS z)z!IVD%2t>%0j*AGCtr-!YJI$*f-Rk_0=5=UZql~u8=_4wG3kJHn@ojkJ0`>{x}lJ zppgBhMTXYTO;UfgGS6c$SDy!Fn9Vi>Mz}?#hYwqzK!O!^0S7 zJS7dfiWD{lK#YKwNAMqm*^3V|RdJ;SsLmSo(n_Vt(@+%BR4jONmkvb686`E# zukFxYBsi&l@9qaNuwNgm=0IK>E@i3_x(+^|Jf$ zHJR&n=CWll#Oam=FqF%Tp@k`o;n2CUjf{_nPE{&tUCN|>BHlTf{a9q%n2*UThOekT zxg(D>(zc>+QT0f^JK&=4%^}ID{%gyTfQwsu?Whj`i z_n4OHK(7`{wI)Wr4=fz_6BWm|?YShDb4a7%CP>Tlb0ze2rLb{VX-$HIz$`vimc~-| ziY`&)^=JKsn7(9(NVNz;`dzk&QoKA1Z5M$?P>IfX_*G^mGeEg{9mgP>P3;0-iP0gN zXqg)^#g`08*LVN-`|!`VEL%qx+^b)Nz49DKiKm*O*^m+G>n90Yf4+?zj7U&lP*uEb zFe;zR+xFGL3d4cW7dC(1jCtX*A6!05+i>;s5eP0Z&zqk0 zX-e_gJf~s8GxJ2gckmuelrJSC#g1N~y%`2mpRpQK+A`}a%oJ>Ii}W^B8<^IauCjdo z+okr=`*&aIf-kD0gK`7X=r$0pQOxw_cI$3HmFohnFLPlGChhhp9U>(6c#cp*Jaf&9 z)EDd$mnl&$c{gIHs30s>`4*0jz*hS=fo_9u2|MD`Y35k+p6d&bO}rcsA}Q5YJNV zQd71jKHm5I6?5n?cZRW+pONNT!)E3QM2+8f$uH7O*!AyC*&<~1J8eUBO#{6Vj$H>~ zl3J1eUU#~JemknXXtB2KcPlHl>|N8pM;Gcw;s!bmfnLv}wr-~=6Cbwzc{t1tEHCPi zug+6#;VU1GohjPPEq_hDzuY}%uMMFBY*0F@qYAd~qIL=HuM_d*lCV%>^>%9QG>#+!ormGY= z&li4D+xfRma=|Jl-gDFAz1r8;x|mx9y7zzNy9!<@z{a<-q%5+qE+1{#hm(ciiv1?m zuOm}osAN*Z<$?#nFN9(p`U7reGQVJ`T^$`Di}t!{ho=KyCci|c|^50kTAMZ$BtbgXw+l-^kCx*T6Ho4=cub6=yT zBs~(x^5Uer;f(8l0Eqqa9T-;U@m8v}bKn|38EREYC6`MgqF zgRpw~DCGD5wyz@0R)rp~siN@>^drgb_ps~HE`CPwEOM}Nm1Nm%ddstHttJ%4)s8zu znVxMt)58G6@*xX~j1JU|;+M&a8?L#Uo`-&Mf5ye82}svZin#dv>eEqmJ9SVZ(xAzo z!0N-}Kq&*&^(E_BXcoRApwebN}F;WwTbbAvyZOb`iofJ8_L zM1H;>Gb}1+w1+np7bI0)ZB)-TtObML$&Yj~R<~+@ruU zO3+cPPK>H)GF`trw5>Yh3q@=c^m z3eAD87@^Jttt^Oj2&wo=gfHXVNS6N3%*ceam-<*BC#MGtLm+bb zdb1U%8GHtYbB8t`;ROW%-;@}uLEZWo`nKFHDC{lU4=I?AWpsseGfkNZ7`cPBfIe6np}(&D~4tZ@T@LtO4~W| zO%c>dQ_U?{t|mJnV~Dm)%tx|#(Q!L}d^cO;3m~cCWfz&g93$ehenXc#JKAH_e{C^@^4D8qe^#2Fp5~pcZX-Zx+Jlc zk)$Dmh+Up`?z7WLt_PE&*!VSiZmTpiIk5isq~S-xJKG1Eox#=J)Yz*GWcLRONM-hn zBj$`Rfx?t(@vW5~E}aU@(2TKGeA3a@8FaMJkJwL8g7#j7{Q?C#0=Xecy)lf%1mvL$ zm#h`9vt?w6x%UsFypC@O=`=(s3)%scS}a7e*oa}iM?dnthH)czR!##esRGW>bh=R4 z-%?!fXlr_Q#R}Y#mjXDAthi!5K$)V5%*ENVg3v2t-elsm*Z!irZ7{;j(s zy*b7AaXm9>$!vO_^-_HCQ%#Y*>Gd@ma!x-+9$pYaGg+U!p?I&iZe7TS|9X08dLtGE zw$kErSLo#wDTsc7sHMMagwb<8B&5ek1R7YEA?N<~H>;L1mB!(0&{k#QGRtA~Csf`- zW%Ajc9P8=49@HxxUHlmxbT{*}rmd#TwP_`un0i&$GK}ZM6ZJ=be;?Gp{Yx!Vt$lm@ zuk)jiVyswJ=MTi-CBV0nPyMwKqtvm@`G=*<-{UX-*ESFZC=j07Jh+e2aX7tm{vtT1 zS!JkmFmK~^(Diie>xFYOu5t4X0%3_d-eG*rJ&lriqCUZ5z|DV=-yAczxYZWun^|}} z)~wx3Nz=*Tag^;rh5m4?a&; z(9;oVRE@&Tap&V+36H#E;_vGEHrsYAF4y*x8{F#tH*3jlC>49JJ^sZ+B;TFIygl@E z!2@nZMRZcUzHejXSWdBlU8=)^ik1mVk7ghuQ=dmjO;$&Nv&+?A`I+Ceob8y0rx8O% z;-rsN%pxAytr^Ol%lw=t*$2vwR<+{o(#Obj;qLfot8_b|pU6`inSbwwc$^h)Rq1zy zbsVpK^?uJR&7g@KIVRz`-VMdEV&}h8vA{YJ;*jKsL7HNRbg#!XZ2V1Isp=|`V)5Cv z(zn2YqfIapjYNZT$oRiczTCxAwSDas9|moW<)a;BYaQ_h(IVwhV!vk+T1!}zn#IFc zHb~irEFOwZ3WD5I>5+_7;;Hl6JEMXAx!kqk_d!rPX}NrPX%T}ONd`w}%`3giNRK;6 z&-kLe@os+Yqyc^XrfyK=V4-d8ZMaS(>!M^ypu;`V+CttzI_r zLGOeg-6~^s3?ILakY!UKuc3ix+wr-OtD$}rbbDdnD_y!Hax>mqT{dU1FsF^IHBwls zD^!VZyJ&Rf=x<~L;WS9B2H6$;rAVJ$jP|hfjJ!mFYgIx#$m=+-TIDUPmW?+e7*>`+ zi=ICtC27ys=yTc^dV3h1WA4%&Lz_2^`z&@TvlL}IgbKBX?Ixq4#%C@%hOlIs>rSVB zHCfnR)lW0|hQu022tgxcJELpZA7Kx?6p)umZos123*Z?mU=vlP$#@(7PH$T6i z{$G9y88De=`~7gW^}{{kU_!^l%yCRb92_llk*tb8o9WTT<4oH{91Je1JsyM@4Ut*g zyXB<%R$_wt(+vgA8#{K@Y9C$|+x|bS*izDw3r~jyC7CPp1hAE`1P+~3M z?S><@@9mv_{XMULH205M?d(#zaw#yx`QlIg4RAI*XY1Fefpm%ap&sC^FIc=#r3}k z_^<2`iZ-R@DX~d%Z!LEb z0)b?(xT1gqnXWm&8Mn;J4v(hqMY193`?KP41qr>jlNmW0aCB;QoPGJKb+`cJCbQ-I zy$T}bP@JI5fd0cAD^e1J1-1K7Kb^fU!))=MTnJ)($va|3UPer-Ni5Wu`^OlhMevz^ z{0)!VwscYfL+O?N-^XixU4Ezay9>iYuJE~(9QK?(XN2>Pp6csI1dtGIYwodLv!;1VZqXT>s0EW6d72l018cWJVy?aWmku> z=OXQQ{PE2>Ibzybw_s?YaJf<2<5(h9qyo)tvMb&FVH3Dk+hHL`jVD})I>^%-|1x#Z z(B+Py4Q11$!hG14T5D{85aif*KF+qln^*t4>#F#JXQ16%8qz1g6I$0+YUdgqvezi< zg9$?Mqtfqidh9H0+JodOw5!w*@Wx*H3NbQl&}I7t)eZdG!ganKm4A96-&&xEUWt5HxgQWSA>)nXLn)p;IS7($57y+|3lCV<}@!?e-#x<*WEak+n<)in5{!F!sf6YxbqNj+PZCt?49u zaQL4Cr!RlL^)OvJJ1Hy{*zfVCBx#rVC#aXVAtS4KrI10tsNDY0{dce~Wc%ne*2-mg zd5<&DOzi2un|uH#YQ7ZfpPNoa@5a+CkMo2ieY)}X zV##M`@@a4(@#~+t`u{w>2oeJrn>;6r_&Wdl@%P(E%_w!&vk=74`tR?DxzC-0>Z^!g zuY;BOy*rc_L}DCW`PZQ-+TF|4%x7p4^8UzTf;5Ez$ zS2)aUrt*znT8WliRIf7b|9+fRxfvOzr(0`hr#_pTr+riSyO!>|o%JnOOu5S-D?1=l z-heTNriQmLf^AzY;OuZOgOmSCi&u+xZ*JzIjF~vuN|&@R$!H+wluAFXiWJ#C$}L)4 z9{o*o6ZL(u0K{bFNKa28Hmjbo@zRr@%C-+F_l?(%7(fiNsvw6xzWH1^jY534{a9|% zA1e<;=zA<5t$hD27V(i0+<6C0GvMf0zWR~r`GXSlO$=kUfIaSBg;4C#_oHXuujpF1 zK^(4NbXJKBO!$$%x*SrPuHKoQ9VOoo5&63k`C9`f5TRe6j26Gr_VV;rqsv~=wgG!a z8yKII+4+tM<$JhgOZ|2Xp-1%V=EFmnpCM-a<`!z6Rf%Cp^b{>0-iOMA(fX$S54Kz@ zC(blkd*V#`^d<7){i?ODoOBB4Gzm>f(z>CJ5`!h&ha?^v;QqR;bfsy=M`ZD=b^XD{ zw85o6GdW$G^&hWk;p;>3PZX+Znq1ErEC z^||LG5@;aNf4Z6ZPs_)?w`rnnZ9&(roSx1_$iF*Hu&7!iD8qeV;PpNW3wdbk{&G6$ zj;tiedXU%P>9QD=Cm3xJC7B*KESAC}-HfYWqI(z7kQ~%kBjjg;P}!7GgzA0Rx3#zQ zHjGMUdAM#ZxT;O@v6`DN-O={4wWH2{FpGDGA^+w&#|^$EoYJ`SF4nYLr9u1 zamYUY3KIEh_tLI3LUnG=AmJ@5OGu<1ldFx&GhH@-7JB%Yx!23=M#nU+fqP~l0J`N$ zn#}0*VS-ZVS0!W_jHA(e<|A6`Zzxk?@QvCa3uYm?=8X5!Ia2(gU93UwoDc)?T>r)` z2l$yqRMoxKS0dvS88~HLWJyv(iPX2_TB4cw)7XoqlfE^Q|Ve9Hc^UK z=}`GF;hFi;9-A~-q@@D|z!{OIc~ersfNa;KtZShtQhA7u;j?DuijHT?(^$|>SI@l5 zQP6KAPB&!Z7W?eOi!ZmrbN0EJf7zhO50#?^O;Am{dZc34xgH*4HQ80WX7Y#x{>j|q zBr*s)0st`{-TUu;_>gGu_hSdV?PIMm)X4kW0xTpk>Sg-S{>H5)``1nQ;=CC6Rl8c` znv6&Fw@eMk&z)Q9zSEEEKazbw6$H2{C&NttU4GJl!My1J(-m=t;QY|MK|7dxVj2%c z$O-f)f@n!Vc2#C~UGn=io@LB<*N5q;@dYi_2GBk zy>RU;nf=%}g+&Je@e|!Jor0G zO?9Yk+vJFCr@V0uSf?`v+owb_GPRX#yc;&b;S&9ZAg1QK8XP1P;|gYqa7H^e&=^Z# zg3(j=H#lI!n%=OObwldC@O~3z1x^56HhD$VdAkNk!3^rogJ}>pE$r4hYg1(;Nd>?h zri%a(&;}cpTs~rpOXdj8U2ZqLgaQf1GiXc3f+hUsPyJ6m?#ypDJ8*c>Fu3+HC?Abc zBAeWAHMAWoM|<(XL$j^3Xs^%F3tGks{nJ*Z|#` z=Kfnn|AyZe{aMny^(pXJn&~Mve6U%rd{FB?XGqVQgsw4-6INFm)2dZ*S;nVJpjwu$ z**E$H`zeE7l_zsvPHz)>2ENFLK#>#b=tKFi=U-QHR3cq ziRtz*jVW-&%Zg-S602L50W$!t2(v_D5fvsnVtw#)XXS*fFQzo7E2RtrT9BjL4L{}I zn7p*B?jOKF1~^v;hawMbK&odi+)ek+%O|IC2LaAFnQ)P@{jGcD(GgyF4y_juo97IO zmPjyWD<+~S4=Zw($R-#G!yrWGA`)(Da03)WV@X9RRCN9&l%|$uY*3r~IT%kk&MOiY zQ8bOrobff(6rNT!ag~EPwvxm`ItRxZ7aw1fiiMgDiaXJhDJ46m28w*9PsGdIE73s? z#VZ$&uN$Ybwcwli$$pWKZR*Al^Y)5ITN4l!ZENdnfN~IT@#nrvpNvOrPt>(>#r1#h zO)VNfnX1Ty2u2QC)Z9O%N^=k(^!>AdXH~8qmwN&>C3^OgTg6)|B7y@stu$XERHLcP z8h1?t^Hn=^YMn+7PL3>2k`#B-LA372(zL%E6rZrRxOtZmm%b>&5K4)i+QiRQCy1*! zjx9jAX@wvQ-rWV&SIST4duz5vMiO6AG6R<4zoxVu5;g#z&SlcY{}P)6xN2PAdYC6Jr3!(@^Aa8N!kq(to_R$Js&Fsy zuxHL)7Py5ldF3WNX5acY{DK?*>EBYou_=16F5gyx^sZGCEck)uZli7nKt-WiUL-gt zsw9>fN*C6an+4M(WtJDZ$*6wM0^XWTc8xK)3wL&uJ&DbLiaX z`iLU8F+(=XvNMANrl7ulr6aiGpm`xXtn@H&FY$5q$(pR`BEE78V@;TJTRsA3nB*f`M92Q=6AEPYvF_{%^u=p zV1;6|M4`t0j5P^P%N0yS!2`)%58AF!uuO{JH-Dy{64mmSDfbXgUyhbMYZ-sj1Z{5G z@2-uPX>4gXPZF5jBH)X*fjZf^JTLdbvhTROs_u-P)a9Scb+4YhDgXER`(EmoqMt8* z-3~TUxSi`jcnpz=D4xO~O|*uMC#htJ=huJc20rTtKSF3R@Z3&~6+o1g#Q8qv4oJSM zLzP=cmrG!(T4E>OC9~{m?hJiQBhH@}`6_+|4_F*H#ee`xtVwZ)N;y zYZG4%$N<;+L?*@!r)td%akF$*Ma3qY!q`{Suw@Pk5OSoU(UeqX1L$fy<)26 zaYHy^!PhKaBg2M%-b%ZaI`Sp_ODKh44$YHIl0jI|HtwDnnCuZMr36Zc#>jG%!v$Gt z0N-K~70O8e1on7#)`ah?H6({g>|ysSy8mR=ee?gk7h|v9Q<-Pgr1>`o1qoYkQMr2F zHFl`s>P(hgYnin8qKAKi%dT}~-Vt(ugZLwV9%NaC+$~V?oM@5I8v?;a#I0_62-q92 zStrM`8UyHz%I9;XN@?cXY3n@a#HJ(e;jS~IP2HK~fse}70 z!kF8q=)Xq++ypK(aU`<#G*nd^Y^QP|2miwjcav>yTHoSfyr{Mg>MUL{eJmNQPDP%h zLxv-1mkN?R!EP@YKdYOl?l;uF-S&n0B$Pvba^IWFD9rpq&zeh62DT z4pmf*ci18Zz<liPI$#Q|r8GjcA$eVY=Hx<-fA4PBT_f5UDs)vQecRumZv3&cCP&TS** zqGuibsE#{GW17#b%7z^dbTeMK8wdgB>6J z`1R`TpYgYk^nzqxdr;SBte*=$QC$)iiA}*@9Iq5kQ^U=|VQ;ZxIV`@`{}*mHacD18 zQTS@cW&7e_MWx!uDeyk3mPj8Eq)x@E8pK5z9=r*_qiUaMufRp{eYqcpH{LzizHzbO z_UC21+gkI}Keb;!xg4a<`tR%RJ617KPo}s`u-Tm(w*#Mj)8oCqFmvnqT$m#>de>$h zg5b#sg*99rT3*A=pRl9dDjr~hqX;7pUbqe<)dp{C>G_Yvp-BYBMEFG8*BzdZYvzW1xq- z4bQ7->3;{qqLZHm6yGv``Lh@L==Ue81{V%OvXQBA8Y{rt^XwZMW>!RggnI1y`5Y&wxE z*q%a5FJuB7lg-f8l}^HUp5+>nK;jKW+c!Ct?DMz~Z=^kMuE~>D8^;SREG+0V#>K)%Bp-AjS zHd{!u$T?h|wiBBl)a4?tH8Q>XSg(FUxb^+-M-TvSp<*oQ8FhGljg+b7kQh@pqbnlP$4|1i?U6yL?vAgaII;5Nh{(q$-t<7ken2N4+0k{KlABo~5MWsG#t?FDz6w~YI8 z^%YxOh=c1k7Dw?O7(sJY_o%FoaMSlOSA;H!&f;CY_{`I;(S7KaNOiq>kbCo)#FWbH z>oz52RxD5dyXvjM$K~R#O?}ZGIb3d*Y<90dGHcUGH+c40pkBJB*T&Jjm01>?65vu2 z7jW&RYQn7Sjn1dra;=#{^^aORVg2a|3D~tnGiE+^yYPf!S$; zk~xvpcbn%xOy&rNe>ly<#^*!Mt;{-s> z4iOtV^VFRvb$K=~S+)&Vg}CF0V_wm%Ob$`W)E>3tG(<^KgYQtns&ilL#(&GVh*oo1 zGT2E!oZz>4lh{F4?$vz<-6jdU$N=$NZGlIY3)L11C+|AGWp%v7q?^;1uew%F2cI+F z9-%)M|5Z8rBlbi+9yd_R575lvb4*WS9Nb2@bfPn3IF^1 zo^~A(%zjq)nDs4_8-LR_G5D%_#S=aDt2=$DkgGW&LKBxflS&JfRpxySY~4_QO-W}~wZf-fTv3({d69`kOexe~p+V$f!G?n^e$vf|(w zeW=D@TG6YQDcI?%9pP&PJt@(RWsK)l?iWnOMl5o}9R|{_sZfai_5kb1vFl)+=6tMX zShG9Eyu3eMSu>U_z%pVEahF*cI==^U7TjIjObt<37}5LFylGZX%g<9>WZ|IT3;DoI z)f)cpwRCFxeHwb0ZGSy*RQ^-vZ~5b#r~jH#+~XFQmopmA9DD^P1Fnmo@O%zBw7K_m zcO}Pb8KjClUMn@?eUhBe#`|nv*;3PE$OyW>YM%!8qQ*4&3!BbtzwP{&3+8VR%{2G-2-0EWx6yNbd@c zE}pItubjd!vF*>sR^1<4iYvax8*f3!{y1ka)^AS9CsCh8+2EF=kuE+Fgly)_)|(XG zO>op*J>zomdhd03mj?Kzwj)@AHRZDK!M$De&(u(=$n%sh_J0go?sEL1hZCsRAu-fY zC6})}gg!4(B3eq3@y+qH`_OxgX8Yq0hP3I+Sz{q+92)o!j=Ce&%-6*K@|2cd$uK@i)P=u_etJw|veAZ7k&tLIoo#jP6vh2<0 zGsN3M+f|}N$*65JH~zI`bpQ)A5eA}duFyqZp6w=e-m!)isGhxO6F%P*aRC8~%46(2m z!KsgGaXX=uZetW8N2_>oFxG)f*S$jdabfM9@V}}7DYQ~7yh6qa&K|t3dW3Rk2_pyt z;t8voH5*8cU~)32QQgx{;z7EB=znk8>I9+a}x}<-}txkpwT8?J5Qr)za z(Q(%ftJSOjmro6HdKfR zKGlIKwX5&h*YWg@kLn?3yVEE2g1;md(vECwY@T$cj+-^GD{CT$G6I?7RmN*ebZU!_ z&=Nx4z6kx{DRS8d=BjDd@#zGX*@U4xI*i*umyweFCzCV?aC16IAo1hcO~vpdJ1=)m zQXta|Cn&nRrY!g4$plxvnBdt0-giApz0*$VM>Y(QJ{-b}-2Sel&x}$rI$*e@8L>WN z8Gvljsvt^m8J0yuz$%f&Yzqd1n5(DSX|$w|Vymd)@9TbQM2Fgk=lz1peS~9oMlcZc z3vcNyYne*37o&7P@T{n5=f*dO|Nec3Zr@ON`|l_uDDA_&Jsrum@%B$Y4scFCenbrH z?EhywH5>Ej%5c4->c6=G&!W7)VRl{nljb8pO1}OIn}?B~-_YZ(CdeRlXQEm{HXi0` zlZnY!SuNE?$|_2>=SEf#|4ac;!9s(%DpJL07)u_%$JUmaWc0^VQu%wI?=rCKrqe_H zJShMc7vo({8g@%mGd{5YvEXm28%YB|pUq6nc8KV{!hr5)TNs5F5!KGRMTMX~u(`z0 z-z6nITmZM`<*dS-I=~a!jUZpf+=6neOD4r$+PhxW?Ybr*xrZ+eu~a%#*Lurx9LJ^q z@PBQafvwR7;Tl8P8_?3Oms4~|UpM;e1_d9n=~i+h0_%N_srUoXUP)u^m4fmTY)Y|t zg)OP%X4}1|emH>MLm$Ox>)1v|Q}@r`tp!7@p^D97uJzZRj%SuOZVuGC=|V$jr{y@y zBh$A$ROMfY6EnnP!o7x29US9p}8l9#lt08&NET=tY~ z;8|FAk+5`jq<3Z&$@eIE`QJ&B(^+G4&0r8+{311!G3ab8tY0r{Yx@b@>mj#rfB%7dPP>P~~Zwzfc zJG*)&|20r&pEeY-`A!D6sokX7&9+CIo|e9*wl>9O+H?GoS*v){_9iRBj#CzqMhh7( zWeC*XXGFRS0N$+g{G&z$j@%l3UbN#{Z5{smvGt$BXNT&B%KnOo02iofbEM4e812z| zXQdAe&Qk0JE_iqX6I+BcPeUcycpf+%Abz`9L{vf#BV{vRu{KcgnCg^{xGXGf!JvTWrX+i|T{C#Yg|%|N25r9KQir{%ji? zt(SMx120g~f%P5t{{Gsr4T;H9oRm9$Ek{6qeAM}y8Wvbm2>e5G4q`4)Ws)CwSsU8+ z;yhb{(AoRhuA`y)t#aeDI6U!z63yL|5@@TcOp4)+Z`hV^JWruNzchvLU+C^DI54Rl z*rI;)7GIjd_g3z{R252Xn0{X>>YaS{QdOnFzF_h)vjZ!QFpV5-JfR8NZMmOq2z2;r zOp^@@uzHEH+S;A!UeF%;~hw#-Egei0eCBe z#JxWUwV!t ez!W?yubW8J%T(jEV#y?{qM1HYsmV=&;R$Jp?;H7!`FJ*fwx((k9w z>ZgxC@@>3qsKQvorg;aV$ZuF7e>zXW`zcpS{v{e@&sHinC? z%IDTqE*a4#je}#6%!C`_5)jun~SBsz$^5Vgs+JE_UEna5l--gsg)z;g;W9 zi&#&9S=SYf&@gQ}X8!6P4Q%E2HRj69x+Zz6+041BkNa~t<&nUcmw>s>)dyq3wE2_?1qT}s2m;bOE>0tT1ybrCV<;0qEYj(?TpX`G8UCI{Y5RaebF#_VcH=Z}0OYCeUZG z=PJcsTNWu_9#eI~yU@IIaApS)b72o7NtnxA%+A|--I154Y_Isz!z7g{>2=%jiVt~p z@U53GBg9Hr%4)sRzaD@Yc?mbHv}8nmAF@SH5Il3NFCDgNibtOSqobW;Ip3(DowYOX z{I&sI9;tk09qUl}`!;Wu5}t<4FTfn=80|h>LOprjL|A9~-eifzdo2k`i_49qE0uCt z$S+mU81kX`aRSb?N<0M)6zUjbxcjMwtwZ~)U5qY6?f)a`JRI3>-!2|OYJ}QiRP7Qg z_HGd)_KsO%#cpjusTsRAF>BT?MU_$#d)KHMtvyPqhU(Dy=J~yUL%zB1>pJ)6oYMrs z&GSlEV0NjqeE##JdTu?Ov`-FhEEOfqbYie&hSF0CDO8+j5noWGlXkVXS`*g#Y=Tsr z>`v*;5PQDlJLJyZv3aI%!S5&g*&R|2z9~O30d@G?ei$|`e=^@E!2|bOW{54bm_ZTI z*AYz=@Gz{%?MzR%f3pJ4p9e0c#QqDVH?2@R{xENP=g;N(dIw*xqS3}KgtZPed-*bYg zaWcJ@vU}SCV*wTG@+aoTi)u!agL^J}18}Jv60mnLcld808t9jT^ug`4F7C15Vs+Ay zb}%`LV>5ZVV8NN^Ax_YAgLpo3Yn~0^_1U0Q8k{n_ixLxHC4ZG$hUK~xc2U{N2i%)b z>pf59prXb^q*|>iuCk+f{BPy86u14u4|g9jI&sp6KlD&Efpqf4e7?=I;rV&)#rvRX zQf=cF2{WCAPQL5*|B^S@_VCXM_)`mPL;ysf9X>WF6eoy_9#521Djj}%#A;h7tkgxL zFQDg{!qQF_H9w_eot8*lA0a3r%pR01JrVI@pP^v4p+0t*LLzQpwu7SbukLw(4?ckI za{@3c!r+aFLUaF@^hB3OGmul8W2#{d%E@w$j^YALnMpQ9lF!X!+5(y2vZeOKYgNiC zmL90>S@7_%(jNvI>N{1@=lwLiF`b`87y;gq;4k_m^H%>sS z7fwo@ew;bU9q1X*8XHe>l334(GdDi+ZkOhRXq6P)cv9~duuiIFV>-=|sdz$d9M$ zp*%-T4G^A~Ulo3ZyqWIh)K7WoW}olzy=@babN8ri)5d4dUDJW(+tYC{^{{1V6U8X) z)aeY3pj36$qKpK;hh&)KXPx=G?&*27GOva@bbJ+T&4VN=0EzcFTtr66Q^(hmmdqq` z9GFra6Md+uSC)R!bFjj)DC}_MuQBbtKl%A&qDDLeAC@U83LU zd`68D%|Ji=b3yMpf zBHrbxa~{2Xe%n5w@4>SqvO`AyUrC*BdfMMKA=1{qaX>YgTk>gjN3&54ArtRpa@Y%m z*u}#k`OPO*niv8ei9%zr2-}5}OiQ5Fc~mnKm{|r_oQi@9_x8(C2y+fyT#$aH%d#O_ zHyZFQb#^&^M%&F%0TV+k%$Ai83Iq!>0|&!yX~}3A4hbL_G$0ULzN!~cgfKwY$^`M9 z#lu3m9}>N^Ifa9aTYe=y8PAd4V1cM;&vEM(xsB4+nppQeN!FZhE2K1g zU7OhQ&yzk+A~Hym&N&W=x!x^9)a=MCSws!`@G_1IS}sf(_a- zC~8U#Bc4@Df1$!>Q-}Kz){!Qy_A*pAcE^jA+eZ%G0R(t+=+(7=#tS8Od{T^|8kFL+ z23FZ=fUz`xuusgp!S@Qk4h=VBFsfh$$Z~d$dvw{Z;_I`CrJkQ3o7=8_ZTT7-ZlbJX-Ij zXtMC`^(^@vd+e|CS=N}en%xsrUxTq2_ZpP$>eurh$+T{a$34^T@5x z$3)qSR_E5dr)!349F2rUGVD8$sWSU9;8eC-l)Q>ppIdYa+@)kS&K6n~B^0t|l1x+< zkr4QAh|=@4M9bt$?$8PrE@!Y_I$!j!1I{XK9dAowb~!81&G)I2E67k3n=4a9Dfk6X zA&s}ONJfQmU{9*Gmf-_(bpU)#`!b=DOrTu?W~fB4?WItPAE(9}^4wL*?{9C-0Dy#s zKqhqwn!dd5zAObo@_`dm%Y5>P1m8b;MN3-mEd4fUAH-I&D!ucd$Qslg5mYc(Xu`ss zlty{ckur3(@L)~^Fd*{xy*5WPV6xzLh8|{a41XD4)YjXv8i~zz{`hP_thicC!Q2;WDNwYcd@uyb%25BNy?_^PXQ}0yZS&jRz)_*H=Cdb_Et2&y?vHgq4;_O zQ5y=;hA&;B2ZjQ3X?V5>htxYwGFlZ5b`xO6iybIa#yKo3#+W$C1aZ^khCr6(*Axva`vc z1kL#xuX#=){Vb#d~^9EBNdbHLIXhCcRoE$0I^R2;gs#J zuZWzYTc;!aP1J_*$Qx;7%COjnd|&6`*S#;+pF3r0XHhDA0fMCD7jlIfDh_B9*b4AJ zfOE9!z4eSp{#tWWHP$j^j?ytMoVao7rORziNUuV3E$AK^M|%b%%6L!kyNEz?5)SyY z(6RR@FsE(57&TM+n_r6_!ZSirUU_w)U&-_K{Sb4TJcO+^JKY;*#S-V@uR|IGEi%Y10__rHoj z(mVRr>4qor%$Kor8o3%T6|-|b-N&caRoCd6UBQ9>A+$tJi)T=-BaF20qHkGzO%6$k zd$Nv<2vQ6=#KOD!Rh5-5wx?_!4Uso)X}-xLqPgtDL{c=a#a~rdhLw)%?+J6>@5T99oj6DY6<%f5Hivbf8cf2p#plVqWI!$+| zsPCW;;Ujwv3F1vnBgz&5Gx34CqT(D9!Cf=uaTG4?z%hW^Q*9=`X&oPT2suxJrnge9 zpwXtP9Iab?=4z)AAiEcj;!UjaD;q`Y3f&;H+;*7|$b@?YDj?N4k7Gq^%+qW3r_t8> z7|-~r&eq5|T>y5p>y0{pZ5 zo-!|cZ_j6NZ_aC=ye^lufbD^G8DzPZzwPW;`*V8XhLBSMC=#J z$!VepazGUz-`YX>EewO}wta_pR!f(IZ$U~4GtLNuVojban-FJ~2 z^V`CNXk7RA@LN}Zf5tU1&-G!y8~|6mbYd&6JA)Q%G}5>Zkjs-oUZPdgZ_QY-Vc=HS zY{8Vm8E!0WCt`m{U+ji(14BF=A@hzQ?42`)ko`^`xN?t!wb%lG&wurZT4~uheMyiK z^^2wbGNOozj_mrO3Lo^5)fkgt#tj>l?~IQd{|oU6-;Ah7|H6}B$Ea8sHD^2SHJ%zx zaelI*F_4KhT$TEA1^pokPR3p=h6soMRh8>GGGeZW1IR1*Qi?Z zknxn+9zM8C9coy{sRUR-TR}pU2`Jc)<$tXgR2l+S!&P&nk7@H00K^qeeXm#zQ#2?(S9(hGE|Mzli7xQ;gfO2V2NaphCAX?ul^%(xqQWo-PWM{%$_XPv_`f zQl7BMK~u9s^|&|&IkPeN{vQ1em3{iNKMi4YS%jFXIu}a66gtyx3bi!d&)?S78FO1R zmsX2cuD;yc@|On9pb^XInyZNq{%l{nqalLGVHTepdP=?6Tp0VTG1cw~2Gs8gK+(3=<$x;RQE8SgBp$&Y#XtW^hbyN&fcXbm5clD(VuU3c08m4 zXBiOvl=)M}MXQv&L??Z$1ue|L=!?x-D`E^9fB5W;H z@VDTPIqw{Lo!lRJ&iJ_?%KI?SJ?SR%l^8VG$sq>(!8&~bz6xO4$3-VZMo30I}m zH+#V4iFVa}ip)lV>}IBDkg;sdcDAQ&Y3fR#K!v)WN^NH&-txQbf}kl_7L6p@oB+DZc^Nd>^6 zd=$MQ$F1lYjJ9ic$rwkoSy|I9kKro(oA+M7U?S-aFxo6@X${xT5i@X3!orfqg~eCW zhM2MBgA#;oOosr1gsi{J(FhvFHnVzovM`}Shw-AZIpJU}xZA|t&3l2sF1G3!#I2Zs7CZLnZREj4n9L2FaHj}#) zX#SvK>cec-;M94<%}uBI>?_xUYynu(C_Jlb-JZ3{8cuo2X;L!hSt^EdQ92MOu#kg* z&;g2>`&HEk=>jF+D8a0Df}0M1PO#%QA38pEN5HR3Sz^mL%isOxck#vUlLp(i^z|F_ ze>TQz&!*3)s5Xk;o$;GX_QKd%gPp+girVSgh%%oA$V4{45vG{u{l-9zK8Fg`6w&pK z%E2z-9A~)?j?f!T>xk^&Z>R!*y%!nY%zJ;ndOLdXr-(J$AfD@)^^2hH{O0E7O;2^f zs88}-cm5ok{t??|cYd&N=Wpnd==wwURnwZ4w{N{n%9M7vcCH@&J9_xR%_%M&8Ap5Z zx0&3F{`SO$%HF7+*ijO~A>b-ceaVONXX;z?J8#@Wc#uy64U$!|grWu7g*c;~m}NgA zs6v?{Up4=tfAAd`D;IgX`6^1i;o&axV`5?b`N!%UVl}g{Z>(Qvzx_=USQp6luAHEH zJDY!_0#9YuP4(|Vbn_dIzOCsrWB9#R&76NO+ye%|H>+N=^XO2Xv_41kq_wLyqp<8X?Bn4RDNre;#^>lVJ=mtsX#2Zn?j%9l z=F1ruk=eW2*)x`l6F}Uenfq7Lgg4BlDj47cYJY>0r0iBO|0A99mR@DwFcC$BP(2m) z?6}!}b+mbnrG>#@N?Z$rq@U&2i>J|*{(}to_xI0VLM68-tLk$QoMp?!>`0S4_1sXGK9Q+Mjtxc-1G6rK%D>)9K}BxPeSIo@ za^YO$%EE`ggG!!+eaM`@T-kM3%f&S6w%kRRYH=C)^lKUe%W)PZx=|z9Ei53I5YtoA zovv+gsGy={n5%WbSTt58#0uBa@AjEbi9?OKO$Jb*OGV0|clG2RP?u7FR-#*2WL}pF zQuBM}jcpjwXNwhzS+gjyJe(F!nxQrU0fv{;-p^S)iPQ87@K5DKTj_erOYzH1*`V-4 zAh-Atrd*Tz!Zv{PzhCc=1up-w=`D`b+O}zp&1ql_CWG*^H`Ohk z9+(97c)|AX&JKU^Na<~N!S#G3oH9a5>N=&HmI%h6fR8qo^_9_c1K86^w9E=c=PB+B zt?7MKr3)>}dOx2@ddXI(*+rgkpC$E^n-D6QJMO?xt(=Kt*G1;l)1L}EJIOb{g|?dB zCSBJzb*A6{N%wWKWzDh_nVVyCBEp-R{#Y+3p08>s6W>QWosWz~IUTL-^ z#LuwB3zIw|0DFY75`qOa<|Jt!Yi0Lz$nLx`vylA@Rr@t58{-nv+L(bK!QcIGM@x+- zI?#Y)k@pucg<9c}V@PYHpp%{5IrfCFc)Mz)sDF@Tvi&pu@YTP_50qb$K7V-J9)!`MgxN1l>aTWbR)TJQ+%SN+upmM{)&}cthr%g zb*LGtw;19(@O?At&w|b!jSDg4fUWd1chK;pwk`?VD|ftpi@Aq%L#G-V`;np@?VCpd zZsT;xt^p#J$cb6d-wj~Sg3;dJ zGGNMT-)O?9M;ADD-wptA1+*IwsXIS~Ee(*?>)`@V4HrIFyiPTIg*~ZJG@Xb1p3Ez_s$1p%P7a3~t?F-d1ah z&F*32aWL?3nbRhdAVXB~dAV&CpF6oBJi;IpTJLlOx?)6ARKzAu^pzBz|h#&6< z^G8lGcd<~*h87~NJ{Ub!RwCh2bM3G?`qXUZM^x^IH^ru}6Bof!paL6R&aQn(q|rx~ zByp2?Dp|o4yMc?KstB#IwyfeD+vkZ4672c(qs7jC?zrs9!u`!K+@z5RWtpWYGcds4 zwoW?Hokg&2XFg*M!k#?bjbT&JP~@Iy6_9?h!Znl}!++tJO)08(>}KYltV3&tM_K~e zg8@J3*Dj_TNAk?2ZRl{KeRJwR=PbCc%^MRA*QvU3bZRiGNy9F=O8&3$qc9k0!24d_+W1Dg#91`I2F#1Wubmz$!;Iv2AGesqzEk&x57+*5xk!|IroKoj(khpqhF881iy)l>AhZ z1pZLr4tBGhh(BYCX$5dx4N;K}!;R+p98=~6BX~yy2uJ2d{jduosFh%;LX5BSE^v-S z#pc8yI(;n1j5s&S8FbaNHt8hP%2! z1iI(!<%!zZ5AwMRNH{4rp3(4*4cui{?jGP%iM%{o|FLx^^6H@I z-|r81{*kg6E6+c{#F{rNUtL9_74ENfcqql0ULSot*g5mx(w5Zpzoku9C3Si$b8__T zXJ}oNK-j0g)w@5isvU=w-ihwj_hTc>zROKdf%k^$liL`*H6u-;ZLbOVYC}RQZa+zQ zbHwdqpd>F{o(*VBm6kq9b8_!jwhy9e`=tpQ)^%%)N_#r-T&N61q~NPs^p5fhtXX+c z44a|-OwZ>HE(6i^D^h+osP9{e|Lo+AX?#eNAQ3b0ao=%ewa%>mV7k7fLWsy^lwXH! z@dEqyKleRsn(7lD@k3V|!1_}PeJRi1?C5~+@FW7z!)zm9y8;ohlwxt!xYYK`9NO!h zA=xZE>;QB!ev0yxA!AIe8?NYu4P#qmppJ#>@G9+7K|C30p8Tm!RCLP|j>Q$*vhu)Z z3^a%50nN1#?vgb&wG1X@x%X9qRFyKY#c*b|q@@r~O*g@2sbe%}ax?5zFyeeY70 zao}TCVpjnoQeKSKDG|z;C=eD4au5Jzp?Lu3tF6DN;?ej za3wd+fRe~y!Ile8^58$XHGYS81}PeA$B1Kq*-Ll_`H}6@QM{@HA{Hk>O|IL;|5ZN-uQ6mCyHL&yG7|_!jK=j^%Tld5W!_Ov%+{{8H7IR`;Nd(r-wVQ zRvx-~y14v1{=U^p`!_D(yYsEuZhWI8A5)@5yF9&U1i`fMhSqX`h}t766kk&7DGY#x zpVzonD-~zg2?*{iD0THxQ1Tg8O}$Hz%Llbz&R)`sNwIs)sx8vyYQVk3sF6EKKHX_* z?DVYlxoOvAGe-_mxW{(PzMm(!az=O$@|3YmZA=YD6j!)VZ6(`WtD<(hOC3;#Sl z9QKF{3NXy%Z<(vE7VNa90lLe4>40$!Ri2+Wj)?^>H9H*_-6tm%^y&%9mp7im z!(GTL$M3e`okCxI;Qagdi=ou3{Xa$9_g$`D;GNoQL#GFGL3-<^#o!z(!-v3;O?D|G)YjpMQ8?`ILnK}phHL^K$xd**sc;en z$k$CYdY_x^RqH;Rr%D+28#^U?EiSM1DaXGH4~|~@p!hlz_Rv&6IPAoIx`@X&g>B%w zuy7I|&r@|Sq7%R|mc#FW%1rHJjWCT)YMxUf9$A-~3BvnydkIl#B-k~!Lebp?8({zk zEmuo-7HYKcE_KZ=(;_Nj%>MymR!A&>X@X)$2y#yrOc zTwgMi__-Dgnm$4oc}_G8u|hf)DYe1+4RYPf?KE4*n!5L>Wvh%-t>Ur^Gv;g|zdH`S#1{if z0i9_Ky%?`DM767qSz24n*XH%~7qAZs@JMhWB)1s0Z)F91)Gl-eP$DUe2xguceahi9 zymmY;l*{U=F{T?krV|zlA6g2?)Wo-lSa%@&xM6haQoG~&_t+O{V|$g(yPTagevVCX zEs=CgEUYPXs&u915!qyf& zPTKH>_0BQ>{9Sf#vOgd;{B>&V3XGC=%-p-SZg1@0`|WA%V%ya|V{e~JC z52XW=6T#kxlrxWFi^W6<10g!W^(+HZgQQYzPiI1IH2rBQ^4GM0Lt@LR`HXALO*ll- zNE5^iU`M8FB1~?%*d7$!UNIq0U4p1IN&K4eyuFt@Ng2NQq4}&ScIH!2pF)iAOX=9z z(37ehQMfcrb6Ort0sD2Z>GQ->%XE^WM<#b8Wwa3o7V@YdmHIF_B% z0oeCY=H#HnK!GLbFl|=bQ1e=Djz%Ol{2J*1=KsaE%Knf(?%6WxU@nIrV3^zs*Lsmq z^(#w?^SR@5Yn5)mVh$x!^lH=FSphLa`Xs29A)rKogxA54%0n&QVjW}mtO14ETA=1S z%SGN~?f6Xgr(Y=b;jbBDXQDK#g<=;Vg=W(GMXY(E#*lNWvFNvSa}GNfKlJL}%%g-L z`xG!4g_*#^X(lZXX?i>9g1FQQx&$FLUm~7s{)z24N2d+{tb?5Cr8JUq9{&sD|u#`{U$RtU7QHVwt zw9FxMh+=9Hq3GQ}uR@tB3ma|&L3dfLvj@#diIyn1H0#;{Gf!{zv)m^xs;a!WK zB32x!an!ZMvOAEOh5&nyBs~~?pbVd$_1d(_?j>aA(lJ2W%XBu$XRrr;#L%lAI)u{2 z@i7afIX_WL8~Jc+j%dOM7y#$QroQ(JQJT%Gh`nXhv4-d*I0_z4@q6pk-<*UG|IhHc=+FN}zuxqXO?4K1L)Z)yJgiVr`IN3_JaYI( zeviVEjiAJm0h_>zdqM2w1zn3~q10}+%WwUVJjEgW=hfQfJBSf{P3x%@K?C&URNF$u zfV%0y2l6kC{rnV9iZ~xc&GwaWUA`aHMRGr8`qA|*LvLjB;U7D&wS~HxL4GSs06(L( z=s0p^^Iz=R-(ylQ>q1t{J|9602K7($LlITeXg2+%Bscr;Wf4wshOIzP zxfkK2ZlUK#E4O{AUOrYh$_?M~WxvPF<2Cuz<8f^7$7kLi&t2(~b+66;Cj0s7Qg&~U z6YXlvwGe;`;mSljlqGVN7`3u8-O8lTumfMBzN&|f9qm4Ij*x~`wySJn_+aw^ z6r&avr?JG>t*>Fxg`>XovwpWd(XG;@eLtm`mIO8X^`fo)NCI`vKbD~<#-&eRer)Xfn9+@m$)=2jY4o52v9*a6akF#f5Omrm4hDKm87^(7)U4rUjY@X4$S| zpt1YHtT%7hBT!0Axk4ra;|YahOrO_sm*rjxs{FL^moL^MP=_LbHD@Wji4F>zbgU)n~+8N9rGC`Z`HA~M&Hgj2K(Zss4 zG`5gFxHQ9tXzD)-UJz&UE1W^(Q{5uFo+(Gbd0EoaB_fw=(?;*N*`1p-2p>;^>P}mH zq^Qd8Q2gG#J~k?sNCJtrjkZK7GW^3PcM^*sa}29#TkmmH&BGkqvh<;_t)tZ5{uzGu zZezy5XvSE6H#XMHJUgMB6q-THatY>U3d}H6Oc;$a{Mgt|1gSe1T0be?f)&D)OfQz3 zqF)z=@8=`7>FR~npfP1bhm090)>00>7_3r#US@@n9V#1ixM;M^-s=L-`QpJ~tIxJ+ zkqo4oF~8MnEz@m58ZlQw?*`Z-Q2V(bBQ;ZIGv@u4pZAj<7L#7Cbje@Rzj}N1Ds8%d zB8Ob{es2R+M9~vSb#AEVbEc|lx#sH`e25P9q;ZsWc4iv&{GYj#0-IYg1i+hQ>I^#w z+7MT+j6$D@1nb?OV07v_EXjH>`r1*R6CvWuNvR=a(%pNTxF6^5{4VT|+lq7Fhjr6G zU+RCmuhh4c&)nwc#ZhWJT=OWJ9q{|seW8iTJ`va4tF-sQ9sw(i^{|hg`1m;_ z=qj5!4VxU{ImDvSUp=`3Ws0{!{l41O82}IoGB5Pj8^35SfcMYnjZ{V^YqClOMYLux z5YFs5wyU3+FFy-#TgY5?%ozOkm|}M@u)~C0t&ZPTaNxe++WMjUaM?W~Voi}VC?u}) zU?Z$k>xe-%7nx%t2PrpG`8bxoxDc|oNTgq5vSXWb;u1vLp{5NzlWM1mR3|!wi65Qa57lCRE13WgZLh{i339)7)1@{8hUq#< zLeM`aA1SXd52Sqlhf{l;aE32O0m7Djog=jp#(qiFJ-P;Xl8n21Sd5F#0D&7rd%n5B zd_R{A+C5$f=$g96+%Umu7(LVCyqunW5``Q^y+w_JDyNm@T0Rz{4Q6k)#x%6a+!uu> zJLVC#sT(lTX1z7iZw!4WkZYX%zNH{r*}BcAHDT=Aw6a=$AR{m!{{f+463LGXZW3={(e97~fdx$x@U(Rf?lbQv?{XZkO(AH2ZYFjvj4JNUf03enfvY{Y zZG{tWHp}eOYD~&Q84bq$9!{GJJ}4G_=7M&TWFj?>`d61BxFISIptdTI?ad__I4u!=`Iz}M*~Z>kVI8jHO-mYqaY25@^CwHi@(5&vPX zV6!nvEu3mpbbDcE+Z?=L@2X>(K;yDpvopaxlWXzCw|ir;ioKg-)1=_J9e|!}M1V4Z z_M8Q3vLK`BRcoc&<$mb*PU;YWss{4*%v0PSB;snc&a$iU7@IIPo>v%Yj9!YdqnB80YV?Mf)nOS9KVS2NXOru(O(xuqHdC zkLX%oPBZw5oga6xCc1XhEEzsskyE69+!)!%SYU0_KzPn{<#m~10}kiE|G?1DkbmFC zsYiO6vlp(pPDP-4=NM*!AlOoVnM@eGvBTxg-UF-UfH-xTTtCc>w_=lxNuD8tA-F5> zqGV%6#|)s=D?5bbHEf-@R5PU;R4@t)xD8&uCmA?`mW?ZreNKYd*py*b4X)KDbY0B)z@A zLH+V`pTNRPm*$s_-|1&FK}O?CyRl!tH0rdJ;87I3hth>fj zutvCQXtg0}!~%tf^5U16BygETzRn$vTs{vjM&-f8%PHC{vw?3^e9*6PE~D~<7AmaJ z*Diw^Dpq5%wKTKeUaU*Xrbh$C0uafG_n{K=+kv)}?;Y+kdWrRjAtcqpZo>klb!jWt zC!Xb;D``LS6yJg6ybA}w;20nNz9AAnnomhaz7lWFZ0?fXxGa6V^ZiP0#~Oa{sm-2X z7L-Vbe_zopfN2@xDje~y0Erdd0kaog-0P!tfMidV-p0P#4C5=7b@?)^P**v51Aqw01?HuD)j7&1Qp^{lS*x^R)8!UIS3wgBxoA$f z#caNN=dhi|1xWUD$6>y&WG%M77)4@&{E&+*w|I_I*itX0m2Nh5bC^1m(P~10b#TFK z3~s5}Ni9d|1SiJ+O2vw1zuMJ-!{7LqlX@$^A}qk=aDB3^sW;)n0-n3q5D%>daLy1W zJQ6u_!DHS<84#}-HO|YHA39dk)t$|`{PnW(Nfb;WB z-L@_HZ75J`tE)6zAb`^hprsZSKz914s8ajY@%H!IM~bgI!*AY6{PtIpwu=9p)l=O- zv&YQmjB0{TI$>vjg%2G{9Q&lVT>@Uy0P+fUDjl3TT2m}oa6(4FSPB=ZV<@lufjq>% zAhdLd!6+gVwFFhiAza5a8XVOw_@(~cTWPDZf_Ht)qehcgaV#>CIeq^o2KVCcfS0TQAy@avczD&p>xgxe{GIZRcCsx^5-yac#I1-G(}6gYom#v zjey|+$ohWQY|1z(Lm+<3sn+wUfo?sUAb||!O^k;w*%Rr2qG^vJ4q`JVOS)GJ^9 zHZ&{ZjXJw)XZOs9dgj&Yix<@gjH!B#HJ)w`$FoJGW9HxXO4ei3a+R;7SLL&LuU7x3D3fBLPD;Ku7G1j^Zjmf`MGAuNEes`3&~1a* zUwt1mowtzFzngMOE`7J!1V{}a>4A@VS1xt?b_PG0%nNnZoc;aTiKcXW%Qp+7Kfdu& z6hmyTUsk(X?zt2?+*BDas;J8JoNni#hXddfYEnOID@0GV7S&qqeF{<)rkkSbtU1Z4 zFMcYh1qbinBb>EjQQ1A;sd2PwAjn$g80hZ9KVQ#o-zJ3JY#Tm#35rn!>YMLos5x+& zhz9brcm81IQxgn7lZw2})coH1{$|Qdj`Ql9TIJBL z3#o_WIiN+0DYh4c2YBzPaZv!mkg=lXU&;0!wc%bC%+&9x-vAn>Ov=BNanLzA|oF>g5%qx z-uwvmR&D4p71~{&icVJE6z!eCU(d(pCMXJ<}NP+f8#nrezHhwmA{+avuU&KJ@ zRq!oX7peD9&eGosA~Jf&K&^n_ap5jehNAZ6+=U%A!d81TtKQ%cdJEjuu9W)1`QiYk zZrD<#U}?cLv{(60h|jFra7Zk35w zg6~>XSsoiF6{8bB zWpwxk1;NQgV`f_RT>}X6WPCBgb0P+UC~P)>2;&2c_>CPe-0h{JkE6shFwKaw2agi; z0SP)wQ#-WC#_bOyEQt9;%dS{q^)`XmJm` z_cOwohQINiJ&hQA|3_RXSPFSJ@b@9V^KJ;jdv8K!)YQ`03(835gz};sE(!r-WP@S9 z!QQc=U;T?O=Ad;H5(IZdx3)rJ6BP=h6qGVsguAC`^XOkhpV-r$p)I?MgomF$BiE2B z@n-~D`(uHT*!e16zDcUt%iY9%#C^VbSRCW60P4aXZt3)KpG2MXt*~wLYu)&A1&ck# zgjccBZbS&cZC<;Ay&FuIJaZl_2ojAFsTQSuXMDKA)ZUrIvnV1JpOti-N39{4M=3yq zHuSc*l$7u38H=CtCn$+s51%9Q3o`D0SZBayPuciH)Q0;6Qg{pUx+f6=EJSOTbcO5+ z2G#~p_{PH_w$9=c7}5m*4$|Qbzqj`SDzyOR1yxn&Qhuq*-`lF0AMRvTSfgXPPJoNX zz6$8+?iThl#Eu=XPxE9(UVi=dQSjDMsrmua1A%^0EmGgzf9osLQahwd<$-^rHD0&V za@zE~Oy^>*P6JC||9;u9|DyAndnjtN{d?=-^G8nui++<5El*x#4PCND!nvel%vlFLO0FL0b_Y%D+wA&nCiYz)AouJ6T2$p=DS$KPAoXIpv|n zlMmA_9xT`47l}3$GN9;EJ`j9A=mn)3Cw*rwu$@YlESnQBG-Q?-q?xqjV|ef8sJJlz zOaCe9Usv`Wj*mClu0jj@KC$%YPri5AHuS@lv-&NJiE1Tp^!JcU`YNxR8KQI@DkFyu zZ^*)@f&x=WJC+M5kIES&^aU;dY$~xTkF0kIlC{b!S}s_IEIe!kev?F7Q5@`Qt=*WC zB(ud}+U?}uj5omn!axQtX7WKqBH4Xb2w>Gwa*^W1+mdF2HZ_;J-;U-f(6gxh)w7qB zQT=@RGGHclbm+E8hof!Xxh(>&JJeX)k~W^V$UZ=%Y%8wFF@(}clTI*jtpuZXI+d5(Im5&siPL6@aAShKV;o9*#hw8Jm-4OPu!^DZJrSGi1`Dm ztkyX83V7m00lk*TepmWjE`0ye0<~-e!*Lbj_FN?WI-z!T8B>10AZbmOCQk3AYrVVl zT14o&@~{_jK0hAv&GJ+jf@r;UDX|K(y+(`Vv`jtGinLDBOGTWqn%)|@vvrL>_MwLc z$+!9j+;_^XZhlZubC$z)#8QI`gt`NPX6u%RanyxYtXV&MK;%U%P(!)u=h4-pXsI9k z!;lT%7Eb%XB6ulJfjf1>6MisXMa*mMjg z2qT%2T)Npc1>!s7x+S^yP5u8~DhIiH=2RMk@NZ3|6I348c4W zQ;9=!W;xR7(12Dha@S<c>26lnIm`-f(;Q*5qAFDvY> z(()^+;iz@8n#9XF+HIXx-!^uat$#mX|NVPWGf+YC! zpd8Fko{Ww#?&MaPAd|4Oo*c@UxI*KI9huB^Dh7(-APl_l(w!U<*#l?A^pyNiWG#_QA#?T9+;J@qML+z#W8?CV$r7Rq91o+3N^ge9#4v-H< z052KSSS!*?dc7AoWzTfip%(^erMm6Kw@I(=P%Z%&SjlA9n&`fkN`F^k_!o?fz`bh> zoq6+)1^5Z1I%|k9an%MyVb$GM%TlE@izUTJ%qYv`o5N83ymF_MbkS{~MfUdTai)H_ zY`-<+|Cl=Kzb4%8e~&SGbWQ5T=w>tuC@^ASyooPv1XbkKNmS?sLxbx;6^v9_idV$=F)QZj15eINpyoN>xN(Z}y%D2wS9U zkS%#!stqP`2@nZODG|4E6W!_}o_$#tX8f0{^Erz<#&Oi4tnnNZi^PqN5eF-EC#jmN zzGVZiRXyaA+uE4-sFG6aIv@ko8Y~cnw8NM`$8~87!tS^(5{6ygI6S|cH9KDGSe{NV z!jZB*Qmh-!9$FzQM;N0Xcp7@EEaDRl3GK^a99GLzj9-ZPhyhxTdiuU9Sv!NY*r`y0 zvUTV1FMzKxCaU3oKU@p_d-qC_zPB>#oJu74lEC!6TLM=-#(WM$i`kzMWpCugrdVfF zB??g0ZA|~^&yl8wG&=}o@=?WvVW&^RXd4NhrRH&?f{DP&yF}FB zx^7x?J5d5-JG;uyi^{xze=#RannW!I+o9gF(N&x9Pzko>-al>8=Z&&#;z1!{fOnxH zVqyWVUWjoD)zL6N3nuE@Y?gl5 zCTcZ9g_YWm*W(b1Jg+H!*?ai^z7(zdM?>fAG|2`CWWK}mTES}$C&Rlb%|3%+Ch`KL}g?VG5 zR8VQ7CoB!cpXy&n4#NuS9gPK0U{~I^whJanBFs5ypAvWCH9Hyp)0P_OW!{-t$b@Wa z_NyiCybWcfpEV^3m4Ie5{uia=C19KZNYMu0L8>{XiF({)ztwX`p z!wNaIXWd+8-+z5Aj_f89MuDqR)Op+~_*6|&b^Ue8037JR_|W0xM*v}6bzXMMaLwT^ z>3(k2oUdZ1AGsAJLksq$3G=(Vat8{yXtPO6&*y|(5oZ!p}N| zwZdGBT;~&2u5%MHY4j_Mpv>*zM8!%fsWJ~$-0)N9r|~)`X+_{sTpoIm0!l}VwC$<_ zqrq`hV~*fmN#rBWFSP3ylZ*fUBMt}fJy)61{`vLkedkh6AhxQaibY;jkhB|+&p)VD z;%Lg&joVRpk1aLgOCeU(g6R?x$ort!Oyklf$Q6!x!@Z|YQKrHb zqrs!KVchklUu__O&`d$H+{o>)7mRJGuKT(i^`Wy*s=STC7aI773(g4n&GP<^@6VNe zRRJgda83fwOhEWc2tVN1^fWszjQ05sT@=&-04Sp8HY?kEeScKI;zo+ zJKGf)cX}|bCVZ~vT6$#M9^manx3_BjKUy-pyoET1O%qu!QdFJPLp}(3jV{O=5}0AA zYWY%NCfZ$!$YJ+!XJCm$OV@PX`yJpy{tKG|UX+-H1Y)u4*moaZr0X9EdD0(c)j6di z08n|5BF}*a7D6p0+l(iXR+AY%JZSU<y%6B!x5{-baPZ#ZDjj$0MW03|Ls=UDqXGkti?Dq9z@K4>~;S3ucoHP zV)cXD^bgOGt()SzX36m&n@|eN(711JKA*212VRsXeEsXU{pf5)Q{XUj>_NDhHFL|u zd?{Db8Y|`&>ISR*CemD$XESUWd+Ik)G1ialDtleo9{}i^HFSuv`EfJ(FRCrx>oLFP zn;e!dldleg&Q}IipNCQhqDIn0gZ19Onj_wiW8vl%uA#uvHI|LCJUdFP$_2{D5`?6R zfUkz1vMpxa+ngV_W8)H6+|8;>bA17aB36X7MV|7Xp+lJ;==i7^$A-6U+XEA3}N7Jr5q^+@ZkV1aD5|l>1hYx(7@$G~{x|=jA z3hLEugaoB-Nbfx!l1mMq51Q7I`+emUJbzSOS9i()upC7^VGM_F2b!c+sF@SZL{{@+ zrSE{2sic&2Ecb?J`IULY_S1BFYwwZO{m9YcnEV5~p0j**8RIm5;O=A+(G5vsDZ))4 zjUw2??lb0wJ}gT&wj{1Q zD`aAGnH2%IJkLB<2r+B}z=KXx2>{(b*8@Teaj;RyJ|hRS%$*69Nu)fV_IiXsaA zP)!^+)SkBL zX?$;8H$~*4OoXw^l*I5as#xMqlsx&Y@j-X3`H&eAT0g4zx z1R49F$I?RBMMg7{I`^S5M6a8lP+Ke8m{QIFpM`F2a6{hBD~_>+F49Hs0_)q?n#&)b zrK{Hv2%${b$Ql-q1qZ3Laqvo1B0X&3;iNq*MHObW*(-ZDe)2f?Bm*P2RgfrR$%nv6 ziPHkYABOt5q!Z+yak)I*!jKzrnYsnw>OOCJy$rtx#L|W%1{VZIs0tcLW2c0Km!S|i zS~^X@E}DrN4o6*!hC&OXWW`7O-2l>k_p12GN8K3S>Ei$uP>P(*6k2gbXUJ&P`SNMS zMZLS=yVAFw4MBSVeXFRz3NQdU=m13w0I;{_zBhIH` z5K2a-!8AD3ykHjqlc*$9@`;3qn9!KK-yq84z8TgM^uqM_a<@+jQqW&z`Oh#_eV@%! zwLYfm_;*I6*IbPlG9}*p>!_=JyNO=FT3Xk?i%G@Wt|M;0wCA;-_%HVWVUaHny9N z{&;4Ixx0XaYN+sa$Ct{4*$-X^kFqj&kG}eEM)50-d$8nr|Dk_GU5Nm*x729Om4m?+ zyh6L5cmcc|EQ2gBIK8hGg)p{he! zg0E;R;0;-NPRH%V(tuH;Q(;;QmJM20TueK^T_iC*vNXb8pRG`_?%>Wq=c5~=vR&LcN}Xx0>Q0_X`k9L^_a**H=j~hMioIw zyv*&hm&!YJf4dUveE6O1NXMyscj&gA(i=tTFu$HId1bGD#PE6jr*1=`_35cs<~EGXD{krZluRc6@~OZ&Nk$?raXu&PS<)fO@wM z03P$?dgWv=bT_$nPztSyi!LL~$2}Y5(CkRsgu_96iwsuL7Dd zdMoVZ83IG$zme%#Z{is|gd(6B+mQsnOcU z5^U3TL!yY(o~js-kzx!{`b2~zU>)*LRBSllG)Hn=a?K0N@OU>YQz|Q6&Ned+U{&r6nRt9yb2+f7 z3q1CS=h+hwA@qKoWRT77(V{&irHMTp)P;JRi^qpT z6m5g@S3~S}%t{DXgwYD|D1R`>>~|*9w!_-lpf8#={dZ=On&UFXLZ@&0XrP(tkip3* z&U%3Wif&UPaCb_gX2_t#1goiDd3V?J^h7T_+Gi%20?_zgl%p;wqG%EmiIiwdYe4}u z#Q$P}jgL*mY(`6%m0vx^<$=R(7o>XxoOe$Yn_K26utt!88n?iqDI@9@y3EbDjCIo` z`h*boRay{|8GlPyZwLum@X3pcse});iB3v+;Y%8q+?Q#u`%?U#h&Spsf33#@t+6bM ziz#6*7&2K0Y4N9v~iT0YD><6IJrB3PPt&xxkoImJl>q#hZv8G#SmXK^NDg z0B=P5mxv#C@VQR1qw!brz+~pHJ@i7_9t5=;+q#9~iV(4uWc5&5&atp4{B*Zw-z4gx zE=9q^6c9AD9-mNleyfrI3SYSBaoF*GUpi?fXP2QKVbzP0<@LdXkJAjZI0ia{ei5R- zDOLbf<42?83LrD&o_8rFn9>aYQLa98b4E-ul#ZnsN5x~lWhOyM0wz2Q7-kWN?eFZV zo*@^+LwOI~ucAWvWNa{+dpz9!_qwmoUIcRfsZR(RQ;2j;Rby&$=Nq5s0kSz&ayRTi4$(O)JyU2 z+8aVSpBLA;+ar_*SALJVY08A$-x;jp2oat42Ul`HgzL!dLgnckIWB?u^*Xa3Vbq~!78xZ9ah zII2l0)!&x3%SU|B06_XoG1n&W2P>_}F(HHj^eXm$RbjVvZyKPaJa4V4jo8wRGXam< zX1yQBMki&tEy>9E8HKfC*5j>kO<_@{m2~_X!>0h>Mc<1ya-u^$IW1cxSA1|p_K@#v z>Gf`=i%sBZf3OJD0vyH+BZ%rte2!VM!K`Q$MD>Y$jT)~-ui^cw7a<>bH*|k+Y!tmHk0U#gM0!9Vbw5b@Zm!yEsbhgp&YsmTC8@mr0tF? zQ??D^^qx$1tm~;TbNhoqy^^lvFRWfp}Nl3nG~b%>A$G{U#A#$Ym3o^w(fV#VTO3C%e$l3SM8qlTug&k)PGV z*ev)j46j}a$_&^1*GdBc;;Xv-96>=o@aYrIVw%{But`=!I+_PnpBAA(FIJ>Zx0Cgl z@{B5{s|f4To%k)sgpcxCUmZF1r^l>N9OGHEtk1eTNq;pTjt6)Ay0MndpWnteBe<`W zbVo1a53_F`)bZGwu4hzqgEBFBg7gW-o#Ihor=sr`HiDA@;wSY-c&hYRtsn&yVGKZ} z2#K>}+YcoixYPYvir39H18n+^D>Wj8x6As(ojd!cjrcNVq{Xx+Q}FkXE9-&fTS#?o7uP*h0XZa=8)g=xh9Z?NyHJd-xMCSP`^r|83_fOYc5`POE{VoW1Po;< zoK{s;`Aa@{?0zjFzzI9XjaqlLdtfgz68AED-zxGvd1X!^*fml3p21OARovSsMOp|Y z?i$i?$w}UU~&|a<= zc6CG}O`Jr;MxDSAW4*Wr4=fo(NriV`!oi3>a~FY@c5X5q-Y2yw-x*2M)DcVhs@s6- zX|DLh*Q#9RCCanG2w{dLqIOq#jRjHqUQjf~Fn^wq0*i(EX!2ERXpmMt!~jvGBJ4Wo z3yYX|75dh+2~`GIoE=u0{=(K{lf;qr2=@No87nzh#x7eFkvhYmGImL)qRRB>i4KOX zTzLdk3+&1bUZrT>^V0lqga6CRSQw<6sVvH421tO6p1|OPU5+dWl>?%6oBR(AKyIHn zHEv4}iEO&+1uG~H1+vSIfRb|9K=8UD(0$9!VT8D<0RbVdH{bi^E3=+;mg$qX(XE1? zOD3$;f6AOD2=b81gxbL?2fDbO&9}O{K!(OWvWy{y#uqs0K>WGF<`23KkwS+`^zWU0 zh55Zd<7W*n-Xf^5&nw^n1$+c7Z!(+gwswuS3ne;{L@6c^t#A6>em9^Nr&a2JNE;*V z$QD>k>7fMAt%DfSs@HO#Yz9QU2Pq49!G~DL4e7z!ZR8N~_v9i9cg~(c-J|4>3#-&% zh(X@|xg@-xw~VWv3+UWqy2VcSSv`@+XLj1SX#_kaQp5p(^7w6d#mmt7uu{<@9%mNs z%d3Q|XhfGhZ1#XgRADPZO~nxg{rU5puL>CGo+F_W&kRPR`7J}N5IF_WZrUOAgZ?RR zHMVrcYuj7AbGVW=$egRog*G&)%Ao~0Lh@$B*?_%EZLkua5l2(t=N?gD|mFbdq|HU5e(e>qnyBOQM9`Se34W+|~ z3w*-k#n!a%@4v6LJ90&nSAUR;`2YKJ`sY#bz_3F5NuK|B)LO*nH{Y(vuqlr|{nPvv zm(?2^`F455R=TA-Xu-+yMDmc;PW4?-YwnS%EX{Jn@;5Dy+i+{rDrTEovSR8^R9$`3 z>xJ_p4sFt3!iv~tPONX^uTRYnS)1Y}x4O!EnV;zPY*UfpeCZ~e4JdlCWaBh&OQrit zjtK>M894A*^gFOao74>FrL^oC$4cmaMCnKRtesW;1(3gGkRDvoD#XnmQ6ep(i+0^O zrBPGggT5b^2_7D`q}m-jU?h(kpj_sVaEwVMi-Ttg6#$JKXF2!W`t)Hv&1Qv1uT&O| zlvOIgnmrC;MB`K*JVK~O;Iu$7xG>V~cT0%DJ;lM_GTT|$(P&OpWbqb5HsV4Wf+@Sl%B)Raq=aQCVMT22MoLCX4S~Z(UCope!UeHh>r~XS-yKzd9aC@-1ZRg zN@o%Wc4>^$#z6+H=tqYQ#J&2rwMyI%E!>5aTG#JQkybeiSlqpz`k%jLxqtcr6J2i? zS&sLZ+PD6REZ_1nsOsNR zZzUPvu~9BTmq=tmY!2#A@{eGujcFKoHFmSS9W6EQlbfV4I_hPQd#k~%3el0VkVhIz z<3LC`tt-LejV~`lz3w|LtYVnJ8h4;P-J|6R#6$%hFEt0t%KpMCq{o=HZfs8BV zp+!S+U+jcm7&u}8wAP<&>nE(Jx$xdn-rk>^lE!H%`Gh( z*;@%td!JMC1pz;U`yX@5LJE?Og1hWSoq^inD&uX}j1`tclI2m}^}LvFSt6xK>o9F_ zCW7AZVtr{jzMfN%E*`b;{6Pc{= z=C%Xr`iq0ugY{vICedjl{8=~fL_cKaL0=E&>5|rS$gihuF5?_`5Vj0kye6bKlKRo@ zkH*`pv?r?z3ANz_ z(h5=4y}lc=$NX%aq`u;Zt3U9nSklG3^|blky^eoNkAIM1eF+u9soUC*+%J5IYrACs z>(xe6u)s8b{byWqA^WbLa9LH!Lvc?jr2U_7m83`8G=zNCm*0XK7`9d;BkN+EGI|v4 ztF?@VVU;8@r_bX!1Y1t>G0$(HNX@A?4<^1Q1v36CJgDoLnTjIAzff|vQ8961wdnn zAW#$V1Ba*4MO~XH&*gC^5ur%Kr$=Hmlm}_&8zwmSb8pC#4zDZ2H_x?xo-(i!X8M_ri>_03LPZpomu;+aQT`%iYhvuKru z!JYSB6)dX5O@fe0_>kINm4!$EOF*-uziK>AATj(ydiwIywlT|C!pAD)wKw!DSgLzxVRo%L;WgtbIs+s972u5`bSaxK*l9_~7H#y=R#fHu*1x^79vQ zTdqlQSD;1zX{Ht zW#q$#=Q_j8PiQYrm{c+SZe#-WkN+ckMP;`X#%akcV{8M5dGHX!hsB_LAdI!@g+HD~ zJgn1KcO%uusSps-F!B9^aHuF8qDOx3<+Ag_7?DWs!$_|tKdE8f1a#ZA6sYFuUDi}@ zLJ`IqC%ri^PD^hh!&@ickFUEMvCfrw8T-~+4;#-K&hZm zX?g^9fO zexVe9yqHpu-_LwCUnJi852(La+i^7*<|0NTjP(+1c_5s>8Aaz=I=Y_JM~EO0x?2n( z*96a}dOcE{SJhISa|MB|tLkef<-mAHjX%OW09i z(omZ*^OuX9AC=Kcc>}r|z-K}py#5_@P+l7R=g{`w_zGK;ftRT4oBKNjzQcm0 zvFWxwXMe6T0u(Iy+7=m~-2J@`zYRX=e7*MZbZ35ox%=tVB$}m};W?rkQ&i5$b~`Jo+*l6! zW-kS-=XCGLR^HUt6{+`Q)4R?CjcNz7yKJ4@?f2Z`!_$9|G z2-bXmMq1+5%OETM%iX9Q-~me|1)Jy*SSsCHUV8!s*#61qbmOaYU_{j~6aFyrn-P@Se%mNYU73VwxL`vf~G)UB1 z&EiHaU7?wq6s*jxgq$$5=Oolkmq~{#oC*iH+$Vve#e>pJsv5%)R*GdbXEFNX5Jl2d zJZy`C3NNh6iRgb1~W7`9OynYg-*%&7ZC&w3(rHSoZv0Ivif=qoRVf>6S? zALIpRHEmCRGIUdX(ciw1R;&=s6jz_f?s@b(?-61MR1MG7n$+iNFrqZ?stfabJth2% zBO=l&qC@hvo1r7z)V{Zi-I6wG(OvbR6ZMqbklY~g6*NX=Jf`XVVZ`sEWZi?D6MQOq zNtBS2-S`C9#cjUfrD>~THAUX<;KW1tMCM~)Izf@$rCpi)4n=uXv?#%6=UUf(H%>SC zIB0=3MTjP#k+T1>>;1u`vu9TwR~^Uf{Qtcn+O_@8lwl5QJQeNY6_)S zc9*{dT)?39#TeQO8=j$+mp&>jY@pqTe|U_B#8M#0);VPvh` zhq@nC09UviW2$w@sZivE0tFg1KdQrEJA;_9fFSqoW1vr=}ph?F6>psAsp$sLRk46da?&lP8&ywb&yo%t1*_ zclw+}*=V0r2FU_U7^I9C%jNSn5|irCAk6m~<4#%-qUh+$^gDuf50#tO9TW~s(^kfL-D<#RbF_o^nYuFPpmSAu zYl6&Aj#qBa-~C&$CAckbd=`@ze6#;Q0j>C(-!b1FNp0v7L^vj&)_*rKv%dU$_4&<8 zJ7(wh*!eS!=R>gpXE||u%Mi5TV(ch8n+sX-fuBS65jwoBQ2ZDRDdSj$dkm&PNGsxPwkzU_wHABh&-(GPR7rbwkdQ)Q*~ zEG;7``+mACkoEZ@9kgba36Gv}Xs`Jx=6kj_kNtYX^Go?Qfut;MQeSGPoEFSaOs!yi zxAcW%G{uuiikR;P>4>Kt594eU15A%*JqH)$dpLDNPsND+qps)kI^Nx+?(4{{Zod}e z$h8S!zjIs_T-7f@6AgjFIan>^Zq8%%w)0#zUPitD0Nt|zV(T2_FCx!{%iZmZ&qy-G^)NPPh@_Q6MwdN zY;FWE&QC8yNZUZ1Exp!H%U z`KsmjZg!BJAAVwsbjQzH*50sJ94R^*xMk8W@QLrKr$*V}dVNpYGplhWyzk7AT>hVG zmgpP`83;#Pgpe4U2s^qK!1HgvZGH^nJKs+DL=$`I^?}uX3m{xjXBT9d{Egrf`p1ze zJ)i)1koq9FnE2`KltZI309pM#J!It`M4MdN9|tF269PZSV1dbR@dipVbB93?^>IYC z9A;i><1GzgAPR02V01@^QNbyAH{${*!BFw63Z%J;G@oKxp&$fdFsb#97-|b4HOfD) zf44y?w*rfw=rm|J$~Jrl$!M(R9M$ncmbdDJSigLTy{vknXAu3aAmG!j^NdH-U={~q z@q?IdC;aV}Z499kRD}`r9)`B|3Zk!25+n5rl~V@5!x5^4zW&iP{eBqtBt_MXzl1bv zR~2HaZpZl4?V^Tv+cZ@Bcu9jI;hiRh8ch95l?yLBgb_tle&vwC`mB9&r1ty%($Yok zo>3Td#$i3n)^t;D29T0o5~BVzs9vHx>Eu8eo1$)tw6jKsW3>${Aax6UZgan*Z45Ig zsOiXTVU9e2S=$HbLg4z_$1?m~Z`leo8AEMwT^YPR`u76REIt2taR_LLDRaGO&u2+YSI8r+j{wbqWoGGxcos!u3C!#u9(J=}qFD24{UIu1 z(c(Xut#$16AVG@8GRUXcP@Q`3vA1&t^O!H^1O7|cwJr3@{#hH=mu&2*L-HxF_+rODyhEVnk0&?v!|QyV-ifbU zk1Gr$`4@Z#8=v0T;_xzufx3~!LRWN!uc%~q_-K4Os+R9i=_^|TyLc|>E_$3WtNKVQ zK46*8r}}6$&Gp#xTQhx@jH7*ckMlTB#_W&n{*ZwbyKLF+;KS|w`-8962o}+953^n8+@1MUu4L|>{77A| z(%)_J3n%gkRnFB=@yRwI>}%vO2G6lWrjeQwd#S4AEbwg$(=aF`%!vXHPryLCMb7;* zvQrx%RaC{^FI5ZEQ@FC7)c3ljtpEavY-H8C4%xxKO>FFkC6+egnsa*fFGzV}a7v`+>RSrLiZz;hLu#ZZziJNytVkU@iFg-(Ni0fF0NMCGMo0Mf996>VF zHW=F7H?A*rC^Rf%F@N;q`O;76NmEd>>uhVnwIYjRxCjZoF-Kt+Lh`$6BbT(8R!4!! z$?oBK@k67{;)b$nb34?!y6BWJqXx7Bv}wi#XEt|Y zy6>i1Om6!CUnnbqlx?OlYGG^=>79HWqY-w6>u*bLi#@O!TM^z<;;zz-}}*LhyZ*iwP27-G0$nA=t&Ta-f#M|e`H(>*pa79B#KByLm#S{ou7 zW#gpZbu}3(*C@b%hU&P44N~{B415jL^IFZLCZ5C#4XHD8P-+)!l1!rn)HiSDTL`-r z&-Po1HOjn@;ht8bzw91;_NqF|4}AfeRTTHd18h_0mTUNHv*ZgOjLo_3xn0B$==SJ- z{!6D{d!P6X29Omp$zxwKR)A&WR$20)8Q*(9Z z@mi($fU(@@@;{P?C!xM0 z)s`Ov*p?5}Nq>aaJcM2%X6jtZezX*VlJjvHhacj&bp@9=sIh zgX4Qca3*;?1n9maDV}hYkg-HNE$avUkpCT{DJD ze%1!RlAdWJ?%M@6i*1V3E}T3k&ri?<7-Sl1Q$7qfrxrhXx-6tj9BC5+HJ?lQX2JVw7}LF1lgwuArdw91*mx<=QY%>f1kX3Fwlv6 zf;`j+`M^A=RNB&pb-59J#a54nh7Mft}iT0DUJ?X-tR>-JDRZ>rkLH;Q3^c-^(e7R8Y zG+R_PD@?5{3EQJD4B*QMZCy85Z7Fd}V1(jP53?oX7-E}R7PNUio@&CWRlupmrUBof zqkBBUBZ~&qeA=XK20?!h(*_&e+0%o4j7B3|5U^}pB{&NPO{DLy%JqDVJ=72EKualz zH`IyQPwX+0CwyrRd1Xw}2;p3&l=uGRleUg<=r>@&s;Yj~7k6%i;5-_>DDU_5I)6SR zaixmGub%p02n+otf!A|iPE&t`ES0B1i+7*2xCF;p+uB~8-JbMPvj!Z!v^n~dephMx z=U~>%_7DESc6WC^t{|kaB6)S_N|{YBuK72zXXNUe!>=QB=C!lg`rfxUo+@i5tDo22 z1WoN!+B`bS_u4XA`mg=p5`i>}T#IP`Lv(3_K_h;KCbn|iOw@?g9<+%JB0?wEH!YF; zAU@J+egOlckJ5h8H|R8Uj5IrcYm_@UifpzD)2j;#JX)Qe?0Nd*<&@?t8`(eI@q(wM zSg0^R2;JP`YdtOwws&O(g{Zl57uWl!Myn7?eW;y^!L&kya+-B)zutUWJoMBA+HppD z$zL!v`}}2Z(A)3dbqW5;8WBAR?If=XBoRXo}xUaSUPw_GYZ!KGc;%hw>05 zi=WmtWzAyfz>TQuDMyk~!J_deKZqZid*Al@-S4L00Av`V+eyQ#%($YuIQ!u1Jz7`8 z!{nd2+{pHXoYE*@9|l8<$D3y4BP9BXh?`v(8{U&hsS}&peaM;_3_utI zxf47fcyowuy+j`%0V(JY1&f0^U7wgsViz(Pz;H3xbcmZYl4R(a%r=pRgFTbvXXjKZ zR__jc3kJbLclKoRKpk%sts4EhubVIr6gx8v?<>jZlDSVe0fg_CeMA|Uq|wc=0;RmV z4+%iZU4l(vw2$%{w&J4%&9bspg@dpt$Da&H@m=X2eR@p%;}q>ZEgJry{SY@%+ps`S zwY7CXw3?uNkH)&{b~Fl!fX$|f{{1BlxLakAPVL9#OQ>+sz0~irVl{NnkU=LA382W_ zQ@p!TuEtTTp?;<)PUlWwfnG{19WixMy&ry=y-HUAsD0NE11I=Xx#f1pS74&M~w){JL+ z@M7jjP+0UPHO&=y}m=nL)Y4>9%Jw4Om2GkOlwf<+M3a7Tf zZOG(*=ESeb<&h=p`4hdAM+;i(UhlBKt^c5N*0L3!T)U-Y3s5y7rws2OE{~>ksx1S~ zJuu^RBqH10*n8C-!@F*6XgJ3iA>=faRs0d8O)5zzWI@XmE(qkcc=lg>y5vD7a5Uz{ zu-N=H!AXpHa>T>=fJE0og9CL04OUReQptzbelElfM(8S*Cm8x$G=xK2v4@6LIL@}C zKyZ{Rz2$_Ix6DkK1syQTQpd4od>8Nv|Ng^ktz?BBX9D^549sbH(vr|fJ@MfBO#8tc zQN>p?rsy=rSeu1hHn38a8|1yDqp*(IUp(OVjUOpp>&1qXkPP6IS!g~5=o}9+d1U|$ zp|wgIt&B3qT(IOto9{Dxqltp8O9fcj#J{Ax6fGH6808!gw-=7j$7F+Z&|3th-N~>d#!?-Qm3u#~+pR z7&hz8q!{k&0??yvq?yx>RPfzF;~{dr5@6xHKSqKFuqWu2F=$rUJsSPxMV{@Dz)saeFca(8(pZ(vN|a^>0pW3#cE#*ISD6xj%2+Q2Azi8|Nf#cC=kT= z@UyFt0hFl+WH$ecEJAE9z`{+4QA2MvLMzHPIv!qIN)A@u&tfn*c6dwW zS2*6+jqffWQ4?`eK*^SAx@ZU$Gc^`w=Wwk6_31BPU5WuaAOx>`M zBI2XyfAR9S|H|qBNCSYcC)u^PNRw<%QX&WlW7!hE&?;^a}Ts?2o zNHz2~QJ7>anE&^JL&ERB^D$p2#M{?}*ZqgWr4?$=TEJsc~pP zkC2N9pEMhHQOZ0O>$&HWW9M`IM&>sBqgido(Rlp-fSL$}Jd${n@X#+i3<%_`L-NO7m5Vx{J#4fFb@Z*=JPqwmc~4yliF_JvU- zNt|OKj-&cKwG{~{DK#K(LQDtCpH2jSJoITg5eELKMh+2?P36y z(ZWcWE&cs-t>^-A9q(xU@G8NGbcz9f3aE?@k5v~9=!c-u14m}Odh&qKs25I1Z)5YG zORi`@nb=omGaZ$vYym7b(xae!4DTWqX*;v`KpIvM0L0k`cwmYbUEVKNqmi&{nMvT@ z2x(N3s^mOt)($%(UGqka5tyY^9T=itfZFTltfLDp6|oq_20-n6+0M?E^$cT><81sw z9GC5l#gqOLBWYbtjvG6?MgcHN{?Df58W4y8bYq|F;Tmmr0Yd0?juW}w^VXjW^}Py$ z&u7=InW{7{w_`FzQ* z{QmwhuAqSUaTFz;)L-1D#7MbTz4T=SrrS8Gx7QWR5~6MG49Y;9cxk5ZSaK1~Ynb$_C$qGN<=whE{yR2+^Sp>5A1`7N8#^-zWR zdja2Okncoy(PY=^Ps_fZ3U?y>XDm#w;lkDkY`pfHAs}2I=lnB%~YZ5=B}{1O!Du{qFtw?fW;} zkNdu^`#hh|Nf&V)U|kG$XZvh0G<2 z6~^nwcAwL#@&ebV{}{a^{No?X=OM!3gDC6Y;y)cSF(ha4_UIjVOc0Uw)y`{2Ns=J( zpru?ox-R74bhX96UWJVZ2=D~`s#-{xYY|sOusiTMCwK;3l5Rlg9GF@9M>RnYb!o8# z6{5}NPu4mJT;;&~Gm6wJcw{nCV>EB6w*UC~p`{5(!TD}aGb2eE5x@FCI{rgh_wDuJ zh)?GF9hs0FFHZYVVtw!CML-uZ!33nZbn{`E5HZ^Qb-Fq5@_PRD&y&wb2`t0uL@mGU z)xF$ahX#x+UlVp@Yv)TX2rG0U1;?M8hVK5%_jXS@J1>>DecyM+tG`{4)?&aC+@X`5W?cpOl_!%EIe~QGN z|AJ_U`u*Q~H2+3X%3G+%hH^jEkvH!@v*@e4xX1m_z#R2a?Dfs2sd;@nZ9giozsR>% z8p>&YSuC?-D{dX0k2XpQ<5o4}IQUjcnGYpaIfxH?ZOSAaVqiKMi31LMd1c7}T0x`6 zr~N-}89VHlPF*|HD;=AeSY&_Cv4GsueZN8~ibyj?GI|9Fua0TBb3%vlrKtcX`T|4` zH4N|7Hz1$vK#D_?Fyeb$7CqJI0Z`(94(lb7N1Rp&-bAJdd@M6Cu3dx-U*5RO#%QR% zP8^eL!KYb9ts@WU6=Gskv_4>;b8=Fv-(%`OocF_#&W*@yNedf>K85GTzJBC&x`H)O zr8~_!Ja^A1ha?pQ<4=22o0~JVaBSAP0N7LFX3e7ztT?LWT$f4KPw7QmrR0fVI~YIu z%(J(lAgcp8fu>GIg-_@o#flOSJPh9RgD46C8R{@IdyW7S{vT}ZFA_NFvciJ>Cx|NF zLxOyf|3wU8RXuP&fw$$oZzIHg9X!*MrOUV#4&E$DTdX?@x@IzQd6`JG+KIMWp~=e1 zQ>NPCPoGO#U_gL&PhfOQ4JhVrqZ$=9tQS|S$|o&st?tEM5&K`^aTZN0fg+CVWm~gu zm4?*n3#w(t%E>5JGvs0>#|^bCxN@y@)j`;rIBZ|X1);t5B`EpX^t1KtKg(mELRK5D zc?x162w@|aeHuBwO!vnV+#q4L zzeK!ls7XYkLL}nZEXdXJv?vyr3ej$7%7I(m2R2rJmeFS_5|q#&#%L!kneR%*5x}w6 zpoj|Qm|DS2E7rXx4>yaxq4KeQQr*9y_sae!z+;sh8PMG}fn&^s&AirnG=@s{_JkCA z$fPaQ^B;inSW1lwY3m$wY;E)Z#z=XF<)L<<2CFltt#xOb(-{S(GAu$5$5uaw&wPwT(Mgt}df}Iy+W7>5$AZ$WK|$V`v&L-bhw*rHWDVYeE_6hoWPD z9$cM~iSGNT?Z8iqlTx@4&P#&G9n9XqDjLfbz zfJH8xWwCdlE$5hUAX|l-8c6FxM}rAvoGB4HpB!G#QA!!w<}C>nZc?u(OouMi90V2v_=mTIYr=6TO>RjLwNLfA>SN~E$BU!e1$M^<5Pnn0+3e~%1*byB@Q^M1c3{psVp9rERhOM^Fa=h5e7 zwzB01onY3<{CZkx_C(u>r3Jgb!7sGb^t!oO)StZU!JYr1uJP^jTomo&?I`xQ29_-n z>p|NI6$K&HnfC7~Px$+wj}`*%oByT}^n#lzcGOWh^e{8O3VGlL6z{o`>2K`pKMOxTIH1N!WOr1K0zn_cdv^@PCiU?X`Q(6(`Ts)g5 z^RVB@DE&9k{2=H*L2ie2qWl8#_iE=NegURnD-_5z7Di7BohEy_&G6D8i_Y#KOQwv{ z9_%Hg9y0?XA4^dY-_X9mAhoX|N2(MTEEI)24+u%^;7th#yxP$TWTT~NSERUM z>9D6sL=O;_?B+3+Hs)^tUW=d7j_D>T^NSTnybQi^@>C3#%9s{T3btRFqyB{}@0 z`Y6FJlE~atlF~JNf^OY*7~-nyRh&vo8741$eI?koHA?^yC9fMNGKx-ZDf>;bw7N^d z#M`GzYvM$pf~eHGjrooHcfIh<6A+*!udNB8*z>t_{j&ap@87b=|2*}?-=mX@gkNJg zWd>f72__T-Dv1-;pIG~VQy#C+wr~C^{}a9@8yfD^^zWm|3(IDvZZw#@9D}p+ckTTt z`yA6ug2{fn9nGwEAHBEg; z_A0%1hN0jpk~vq9*#9e`{RJyE4jZ{?cnJZiR2Jmca{y8x>e_5!uOjsd9SRgwDGDjF zh6?Wkdj$0S_Ok3Ek@GdxyFZn;zBHenz~jZp@2KHJbY1!iX|pa?neFE`%bu6Pt#m2n zg-uc}k&aSFa;k8WdMm-VM)z)C(kTA=mR3(X>gB+ax@%~xa%)=XR@rzkOJ}Y^AAFMR zS<5ZK0B~(Tr(=14iVp$kBCa}PhpoZ^2X`fiU779?dLN@~-8^g3sZ(s{mFOWf55UG7 z;j29!v;fY++f@y1pJPS5I%$d`*;})KmO#B3-?xsx)eNn?LKex&m)|1e5*UFGnv1lt zE+5@!9f`R3e3=zd{ShWOFG|h+414pIG(lB~ABkXoL{TT8g5;nj|H<=hcIB^UN$*ah zHH59hJ-G@{im7u7k*1DXdd3pJJ$lQ@#DrSPIgB|SDKDKH-h>2+xA*+uB{Dn7{&(Q2 zyVGk}?QDOY<(tSGRCYO_9rV@N{$%DVWb~#X^9x}PboHLwK_zIT7ifQT*U+)-rt~?bsHps-#s5c|MfkBT6v!-pk+~cbu$t`K5GbF%!rGMOLT5`l*|&G(lQ_-dJ@R{qxdUByjSjJ`k>B% z4$5gogzgN0bNf&NlSLXH^{Ih!=^iB_>;eQAZIA`rV6)y@MT>`{mDo`C88{Zc)^nxV zuK)`&v=m^KB?3~90Yv&S^wiAwPbrsjks34m6FiE}d0v`xW?8>Lm09Ik z&kEBavaPAH?J#HpK2K|+WF#%wIV>4(){#8H{GPXc>(m#;Gc`&Kx1Io3746zq5z6P7 zUUW7|j1%IA>*gv5xv93}xRImm8>*{B?}aIQIQlg6U86*_s+Ui(fvmq7nFKs$!Xwj(Ih_aJ(SVw_3}8CdTJ zD&4R;`;Zr(5L2Ll3F#J8q65H+=u%mPW&HS96PqFSP;?0;wFt?A|dy?@sv;(bn9&HPwFz(b*xQKc~DAA{xtM zgff5hzQ&`|hh~W3hHOw@qhS@N1d8c}XtSJ_sAW5LTY2UCKA%H`XS+D$o2|)082xqu zKl*L7W1Vz^JwKiC5cgrNri5&G1+(2;m?B69C>(OVX=AN$88I=tfX116=S;^ZytSj! z;Hky_Dz1BmFbN04_Qc9+qq3QjMZjBnYTrc8)mIvkZ084b zsyt`XB$}t&CyxaT6aTn=esG2%p^xApKuc4r0in!vyeNG6sF3Tv$C(XA?P07|Yac`Q zx{Nx!eJ6HINW7ebntL^MmToe(F?=}=?UhmkHAIeUkET=Dsjlpqh`&$=c#4wTrY@!t zdyU6F@Eoe**7r^wA|FVB`PFw|!cjpOufB0!?m+XdM(4fI(a75x;x;ZIPS&p0A%OQfFk)gHfjbo?z3 z|I_k@UlGAe2bk8S7D;YMeqtu|5xL^9OEnEo^b0_KAt++pNP+Ty-Sloc6^Iqygoth8;U{ENL0 zxy{Zi1tYBtgJ;Y0zLN3sAVVBZA;XcToqzI&JG_esw04-kOW@fR|Cl9C!!wI2^La>;5IKtykP%dBTOteZ;<5Q0#? zK2>0P(&udM%KU~WDJo`b-hHKYsGYdvNmH|0B;rT*fs9ayL1?K{nPphQZeyANJn#`J z7D_&&`N7!5##UDs%iys|YiwcEc&nSo40UoJzZ;9HWW!o{IfE*Aig1Ee=)rW&qC1F< zc-cn1=w`kbEV!k2dLStw)=elOWFSU}8PIjaNm&I+Pm*J_cM3#TcT1y0;@nO8(wqol zCBP6Zxi|%51lc21yxbYmx$KTKFPy#kqZY4qE6XHL7)lr+=}W0!vK+Aq^K*VntFpJC zRNS7{cXaQgY7Kd+Co$qaDZ)BXIPi3|jHJB1;KK?|_w`7v7jZ4>HX*Nlq(98@&cdbnLr^P5w zNdTTeR~%GJ=d&-r5Oi^?MzOQ5e^8IG7e{!FtBDspW?DCS6)6~^^q@6+aCInKL6QW3 z@2%E|ura-=(b22oZr7E35wd4!pMlqkc(SQ4L0An6Djq-{G%zUZFo~{?$SAd&ld!

    {2lTS{Q$FcgO=l<^3A~UbJY`)9UPlVI zZc>B##jq~7>4Fe9b2lNrb?1CTK}zz(^7g=xz2a0*sd}xQA0Pk`02nTLN>c8R2~hkQ za%6@%f2iDF=Pl04d&1rq-`_ue`5N8f@MmH5 ziDE0^A1pZS>HGPMiauHJqtL&XWC_#bmceh@vV)jOTJFF7lYM15329h%o}yAGQpY%M zpVPeY3)%SC<7K9OjJXIU6n zg@+@4+0e_c`r#l+Y5+dAGKNW>ijgNQP`Zv0Qedtfl*>ZegwkH=fuJTao|4E}CamG( zu4hKkFWp%lL{0n#IX;KeND4dsLrggdmgZQqSCuhPmm^e0RUx7eh)q3@zf)-EA3$$1mapEDYjBaPW zxvy$Hf_Tp;nJXg0I@DmVVKz2S6`O5ZsD7A6zGj@pIGZpZc-%@N)VWW_ni3k}5VYq^ z*|9=4S=Niz#@qN+qspjwmPbJY<)!tezApcf!Vtc*HeBIj$s0dMvV$iabb~6f4|jOz ze&z2Oe>3=Bw2BbBxc_HkNnAz4^wma9JGZR~@gy3dX2ELWAe>*Xwcdfz_C9!bqapm~ zykGyj4K5=dMPVRu$3x-UgO4Gb;<=MvVuioukyvz;@NdgXFw3_!MCSOaw(~e6 zoLfIrQ9Nc`cn=_}r)f>kBKN9k;WmId_ooa$+|1rGoYX%ZcpEd=n1gVD$WCK0Nw4V?Ivr@^rk5FEC?c}rxrLN?+G^H38MF*ne;1i4JvJWOM?(il##O-H z>Kwo}Ux7?Zmgjphg@G~Sk*V^E%wqV5|8iau!2>~ERRQ;qSBGO=HP+#W04! zGQ>i46mu;{47cK=7}D%^m;j0svmgST5ar$!SU^Jzc+z+~zexLIK1&XrY!)y4bS=C& zm01XV?Ms`*NNy%LI6zar>#CPDRX-7{AgL;brWjtU{~Yx6sf7;tUjx~Djc1>n$qJ)1 z1QZpYOT^F^-AEO=q7?y)x?;)ewM}((byXzK%Ob?RMup1XJR!)VTfj;cju^F5UC72W z3g!Z$YW1p!%7_~EDytT^D(e7_($Zy5$wz9^|pP~ zj(QYT_r;vv%m4Mnu14-D6S}N+v74d4A+8jYCc%VY^W=NNVb>VLD0ltK{!Le={lBkp z_V7+ZSi1AUlcSj~sx{y-x$=Z>AVH^5Bp&yTT9yX?#{lpf`bcL zBZUrB%hYNuD&q4RlgAI~R@=3xM_mOm?fxz4lTO&359(3!2^B?F>aEZ+Zn^_wUxR^6 zEqE~4+vKe@gJf7^X5X+#_QX)`JJihT^yw>CHmW7V1#wt9*Q&4WTGug3Ag`SeY}|!UICgw`SR0#SkET zM#QV|JM48V8WRXqJ8=!+jIZPiAr?1eC4Xhlk|P$Aq2B81DSa!sAV)`1q$^1-Zf@?{ zx!(9R=K9yk?czUzmf(Nc&NU9iME)_dkrC!9f!gw55c(@7tKBLD?M1|=hFcjoS?~hb zx*zBOEU*qqPFgE;>dhc^myB0d zMLA{C>Dn?rO75mu>9|kEPni7jSc2R%RfG{OY`j>QYpXLQV}e6SAct%Fh4t=u`+ZTq zO<`_Bb>RLGkrfjL;9MohW;MXamGG)D?zJz)sMlR0x#Sq!tkhKR(^~ zN*qH{I7|Iro7({inWTXU>9(hw7Jul%G=6m|d~;oEGgkZ7Z?Vr(P!W#|QS{=^^rJ78 z1|oP!!bu`JY_Q~}cnv+8_~rUofK45Su%3F^q-tLFouZ){qyH8QCe#lp@Vyr<39q?* z6-udn|0J(ayCQaByE=#KVGN>{zk1viXOLeMUj3RIF*+WDU z6o|u(i^wKO((7K{@zfOugkF|9km(y6y>Od9kgs=l?%t!wtX`<2?rjrc0i z@_W$n+artRvGwn-|J+QIQga=9a)0^Pd>-(Lx@cPdD~DUwEXQ)T$XYXKf}%_G|2{(~ zh41Yr=qH_zHRw||5Joj)P;ZXdK6`TFM5*T>zLXwOy& z*S#x0RHK+rv6@~)sm;5UPZi*GnZD#rO&(fGcB=-#XhGqA4f7_66d7@$JgvwxKYoRi z))Yg#i-AwIIV`fgyAm?JPxz3yuX^xk*@VAS`g49j>hi}sbAkCZgCf@9ngmHR9!4gE zB6#XSGrQnIs#vGk)DB;XO*M1ylovBQ6hO~5)krcX^8=3rw^HP4wLaETvh>+nPPfJ= zZY_`viMMks!kbKm3Zt58d)4M9@&gs0v+5>H()y-s1KYbF1n!las>L$pvZvWWZ5Y_C zcJN#2aF!P=ii*X&o@beYP&LX_`96MYJB!{?7x4G~y;&MYd!C1upLd2H;ug`9<%3Yg zo4oe8rf$qd_FH^0yEr&;ZOiwcM$jGD-*;V;?4x;i-U>q4wzMpP;_N)>nTN| z{dj+GZCFZVY{vTB4iz;oiVaY<-VkQH5 zBIxAGRz}+)?AzVH);;7SF`D&J{MKdu|26!?Og7YY#}-cPDytz5Cf8ifh6e zo|K9MLma;|DK*U@{{Dac)cHGe=zR9~Y`>^JXMElKZvsa9)T`s@1LaAWq9pTRUZwo(H=CfZt;vf=I!q!!X{(b8w5}yDL5UibJ-R>PVv1h7yKKqL zm5tkF%K7S?B4#40F6i?>2`i3qHl%11(Xn(I+_`h5_Gc%UO7{0BW=vM)bd@ z4hW*oW<0MBh}GL^ps>pyJN_?yC}`MGlTEzl0+~2I&podpB94Ejpbd3oD9{N>Y$Ua` zT=qD_Ue}NjZ3+SmXPcQ>XlXm2K+DLVjB@1i(6Hn@j;kAPEJuIJmIS*-YnbPyPW|ofRseqN7C9n)K|@TdfmEfT(U7Hu z5>;_9y0G%xNqt{j_EuVrtUN{_a+EJ!JCYpjx)d+7xFY?kPBv_!v~|VZ1)>`w$0G!a zg@yOs-ur&@>WgCcwBP!-uH3JG*8TRBm%qPj`1aTC*R_{;AXw3HtCCz!6#0S8>~1)< zmH{rRN#lM{4$Cr|+D`H;4wLq-93~jd5c5HDf_s^QrgVV+*(0Wq1ULz9%Oboh*3;H8 zIiuVkhsrQ(iTO_3CnC{9NPzsgpH|sA3}U6FGe$t}IXv6ZoDzwMx1{^FeV2;TAx#=F zb6j}&f#&=n>wh^P3HR<$hr#mNSMMbFeA~XS>}eVT2bFKuf&}77c)GNg@R+ z%w(3>06eFfN%9rT;P9EHw@Y&}2Hxcl_r&sx>{p#$Bc#%dbx^gsI-PnK!? za-P27?TzLe8q3Hcs#9pb6XDI_!x_)`%jV7J|5ZkR=`*8z`V*%w#d(C4<1MGYaYxVc*7hGEpjt$mrf(+b*@tS~T=4o%95_m zYss{3NdP3bq@pEaGq1O?prc-MInU!&_aSEJ(1V;;hxrj_xqBVjNE7)-Rjww4EEcB| zi;t|t?<9p zgVIKeOI}k^V45Rls_lQeOK4<5Av?5kt4hKA!#Uy9y!AeE%{3kgr3rIN!U2}(aK>$h zp|O6z9@MQVNz_q6qc1XDfXT~WkWWeH;bzW?e2R5)2l>e6A$Dr9 zzz?vmuV41uiOAD0rxKvPjb`m-jE$es+!x=LXJ(b+O7l6nqAR*XPgrwa*;MBL%F<2Z zu5A&45~-6$rksYqk{fHGmpH#3VrI@$n=1)vR4=f9ss$O^H|2l5a`j3fDSji(yg0gw z%t+N+<1^#p?1YQ=+gqM4Z-l)yab8-yHj6}{Gv!os<)jY>?2OEfBcB%=A&%7$!(Pd> zvJ|l+B0WAxI({SxxW!eEWruOPE?RRUwfS;CrD)Kj{YrJh9)ah6sfZ$My`ATnm3*Ve zeHK_$ZB(DWrSxvU1Nk1m$_{(gP zs&vSB|ke%jc(|v@i_38JqQW&}?auK4__ki{DF1E&{uLLU67`5IyW3wH4 z6H%eK7UeDeYzlf@Q;YARHN>uCnSwYMU!kXNm3DgM#Vp(;K>K@WptOsZRy zr@l-No#@2V+A`9uBE8{~9V%`F#=y~Vm_9%*ODkW@+1=z0=ISZ;o!Bg%VKo)xd^T^I z2|wn!aatcUws){fi{IQpPGqpBh(}h54NT)-)rcq9*eHXKJaECzVS$j@rV*}ZGpeLY zgqyJR2l4I;Qvuq&xO#V~7eVIEeei7$l@y04RWm>ob_DZEaL)wO8%FYdGIqQqh-KNJ zeEmG*O%Ut6D2p8V1A5Im9_J~zevpZ<^cZwI=X<$LCD@YYmNbA|9%BFVBRh- zWX-y;6SDtQR(xnJ#MfeBkZO=2wjXJ}vXB|1L6$2cOJ4e&fKtO$4`{TMtLWcR$>%?5T8HLTe1e~T%Sq2*?Zra4~WyiJi*X#VxmNa33_q&$dwx<~mV&}9|y zLpwkAiaa_>5KLu_0voB&lDAy#kCx^p{&%LQ+^2WpA6OCM!7bSCmEuIfEpM=#CCTM} zK)Y=iaXm^5@h|{u^LRs@-aW61v6>9SizAuz{raLaS7ESCo-z$~}0gpzKcHa^&xYAm_CiD9JXZc-|4?z}UpZSGBYWYn_=(~Zz zz{SgQq}o|(Ci7rx&PE2Y9uCrw*{`_ufb~NsvZk`E}?_U^3D27tIsf5+DcF2lx<|97%7W_(te3>!1_SUUd87q>i2t$3>P z`oEv+#aJCvhTO(9$rBnLuyr^Li$S$gFdAB+;~d6UTNRSXQy-JnQP`RRRJr-1dWV#~ zn_JwFgBz`L>E5^H@UHoHgr7^Uo0XBo^_SiG-*}k=+{YTU-%24=!nS800x2EZRyR|u zhGBewANvFU{YA3b*Psq@vuZNxNW;N8=B1T|=I&?al1LhC z>*3q-e!hwTt#wJl&vSW-g2%9sq@}`qSf!Xop{+!OVzkN2@?Gz!F?Mhe7hwkTNjR(VEtu z5mzrrJ~l)tf{#5*){}S1yaisOUBf_Ic` z(IX-=`^{SME{%nvF`xmX|00UcdOy#oO7=)OYOFFq4+;?^XP(V2oeM`foUg@!Bhf)u zE>Wdq^w1o55?LxM^18;N_aJhqv>+7pE<1$ns_F}OnJ}h)9-=3lWV&H8JI)}A8-WVx z2{YfVN7n0LR+B2-nj)!L&slAOVNiH|Jw<;>U2N7!7i3%RP?Q~o{%ZOCqx;a=)tmX3 zGlLe(vQe^MGzGqUXyrZpoLD7CqQI^|-nlOHp_gjl&X?yumV186{GxgtuH|%>M1iO# zKdifI$LrJ0_v^0Aw&iWID-UeugHSkz0L}gMblEn4xUNZAMM6ye<%f(fFAe<67LR3L z(z=EygC0?ATLNvYIa6(;LiImhGV!;$^i46(_lNV*Cmu{k^YZFNq4?b<;ut4=aSv0P z1gv^QfFx?$sZV=5sG3GqWIXMseaE(^#|E)Le{fO`sWY(Ti;dJIUQrH zpS8TQ>=ykHZ&|sSWaQPzQQ?sb;_E+gigW{_#$rWFkBvRVG(4MJlFcMJf=l&Qm^i4C zxPtkU5>c&O65&Sit0FhntNN23b#fGtLEk*g>vw2&dgYlEr=YK&Kx65qBHeb zno|+*;e4y;yMK-!Ia*$(#Q(yS-5gkNU3`2?Z6=RyQqil?PNmXefLbexM5~hi7%eZY zfDF=c*S%B(jQvl@7KepgY{9)qF-rdg^sZ~J}Hm^ttZMte6^qL zA5l2bZDc}v=EPgB2mmX}>hfy!aBaE>xgq`geGAM?pm5ZozR6cM`l1gUZXEOsB9-L1 zSL8-UzfFaA7Qx|IJDd&|Fu2g6+J|L<6IYBvbCFywz$5ezB3Yn{dI^sWA%?4CIRnvG zj3?fwa1}Y)Ln^);L7ChTRnsp%8rpV%9BeNYkd{r}L$f)am$+zDE$eVJzI|)bZYLA_ zkpVNsec$!Ij<7>Xzt4vpZdYp%(wyYGx3ObFd>^%X3@x1(-vS7FsN=|3{8J9i(~xsEt30dWA!?Hs25 z74BY03rADLG!;BUW+I;jT$N+`wWlrO9oC582=c0J9l`)t+{pcT~CB zYzf-QsS!I6-V43w&y&0@iWE(hfE+K0j$(rw}ATa`)MjR21yt$6V$k&hgJt`&F zT2d^3MG`ImmvgSh8g>3MHUtexjBxzeVt&7pVW59X9`6DxL$!kOC9X`yhz{cwm=-q&JRu|* zHmS@i8&lL4OKQ)gNb+cD=F|aIF}i}r4)Y~`sP1q@7xi<)$#jyK7~_z?!<>G%9W-hw zb+Q9nhwKd|#=V%gM}-oMInay~Z#k2*5(cVI9OGQWAWzcYpFC~oyxNK*R+%htdD%pL zcb?9yb5V%>&SUd0{__SO4g){=L^&ZH_}xaFWIu;@tM8C~p1wEzPt0trjs=+JIIZ-{ z|9RWCP3YyK9Y)dX+9=}pQ?mw6(RbT=zW-z%7(B?d|8MhDtMNOiq>fJhdsX+2i%0IP zSW9^aai1z}!ggXFnzL0dNW=1hwACXK1;ZjVb>wq2-GA_=1={x@1yZOxWeZC-w8 z*wbi{SJq>Nq7xKA4o{~HWrGaC$f?>q@SL+~TdZ{kqi_XdRtVZFiszY-`j_A4# ztRBnpgC^0@W6wxxLlFRdnt{$NVa^5y(h7-S7q*R$X}w)(l>N_C`PJO0f2qEvP~M)D zdT}`S`tH#;H`{2R_1YloHRjD`+qDtq#%YHIddOmK5uWGz!iC!Jc>*s>_|M+Zeod%I+^hky(GP{w; zx+VDPEQ+6JgsAW9@)}tSTw5|vXb$H4jz_vWGX1fmYn~ZxDH>-?&aF|rgldUV?4Qux zS`cD+P)bQ_kCRg@7o^FK2&qm)C7ZfsJ0dQJEI&IXDftq&hsccqvSqaIX0SZ*6_SZR zBD*{$aGNSwW;y%A&5zQ#=Q+WF$HF-bs&gPJ{TV0^Sqr`BIruGx)K8ltQBBKev30N) zZVRLtxG&7g<)N8LB-4T*?tR+t`X9gK+&EtjB!jW8pQx5MP7G+vZFC1a@ERIe7+|w$ ztH>2o6{!(dTFiWBJqQkz{?1{-(1Ds{fepMhmUlGh0jsNcX5{O?Y+D>aNKU^F3<5E)<_pR9I%MBkeUGt*Vu;VkdCn0j#aPKd{yff`}BgXhdyhjeFHw2-Ty6Dzx)z{)=cqu zpURAaPf;_mfs8I8X{-mU>5{3#a=Z0IGp>~n!J8-nnO)X~B{W2>|Hy_c0uuX(QK|2p=^=`Y6k3;zcU3KnP z(i^8a8=PsUK;gAblOly0ahMDQpQrT?7VX)Yl6ts=ChyM-{{~*#@OZVey6F6avRg^Fi)L8%MKh=FKruGa6*6;;}9o&^-d7 zV0?R4rA@L%RFH{7ACy7sY1@wX>P%_cSP4C5Uhq$QAC*9LYX%;Z|8Wbf_viao3$CpQn{39yynJ`nRB` ze`lpu5V#@&h9mT7p33CPp^=gtktM?mf+#cLg2-8i0XA*oG+IwK)>bEc+rn_zK>A`5 z&u=gIGf*R*tjdzgm_eKo8*zPc!qZTN!w zu#(eo9g{#6@Ez;<4CMs;Waj%@mtbd9K6gx0Msj>?X)aT*6;b5&H6f~ZOVGl9vRHoD z7c}oldsi-)|ER4YRCLgCrUamw$>|S@AX3=slMq5g)^89*ig@gzGtZt$Wi9#QDSVhy z=dAM82H?&{mNIME^{BF@zL1CX@)h*Z$>W?4f~$%Pd+g<*2>^c3GQZlIC1#S|Ev~jF z6I@~#WSNz5IaQ1FWJ3O?yfTFg3CWq0Z4B}ONqjEipaM{*P*}`=-^~HVvdR%z01>#M zyP*8>?!s61uM%wzx7g8ze_0;-gCe{_5e80Jm#1<~E%Hw#8{2w#eP)(ulaS1cx0h-G zifmF^;bZO^R{#0ae2|;V=gY#VaTBpO(l~{QuloY1#FcoA)sF7g8MtiAvIaGihLDcr=$zbtt%;#jz>J zSi|}8v(h6lS}|Dv_S0%i>)r+XvK3v`j~WHA7pbgLH{s#uyZo4V=*0dOMIM=1iLv!@Ef|rQ~tg2 z?GvX;7AZ2%Xrulv0%-6R-@w?rBJoc;t5$CLuWlq0S;_}qU;8!br*lneO0p~k4lx$DSOl|}nIhdhZj4F- zr%cxy&%}(gg^>?(z7WIWXbF$d`hdcymy4A-2Jk7yCMYtcv*?dReQ;6M2@O0RZMI`V z8*!2ho0iKJX;HVdmyW?v^dK!E*kJ_oRm{E5zeX{05|5r8`Vn){BT?j*cRDuo5@NKG zR}aT2mpP@*kgqD~l8j*@bafOJv49yOK1DhwG~h1CLI!xd5fLzEz^vWeu&=lO)|h_4 z86}R3#l!|auN&@2p2_LgFCHq7K}AxqCY2}kX|YI2ec*6dDxFc)cjPnQk!Z`Q&X(KP z|4%9tvNQ*m^!nP+Xm?$3LqdYyQ^0=5dZ+*a~^K`^$dfveJ|G#nFQ=?~dv_kyA$v&v%7C zWPAMhY>EkObboNS=l9f;7jDFV zCFUPmse~l@MHp+c?~>BRRqUo@@Q?^G=_Kau=ixYigL~f+rwQsCwvjLiT~Ucz4U6`3 zH}6PlXEw5E@6~DxclV;`0o+MTi-Y)qw?k&MxhIy-h9a`d&m+?WTJDreg7ThtN$!LX77b z@&oPr@QbVnX=^ArYq9$M70;jpQv#6yc{BBS?v=zh|KjGr_Xh?~&M$F<^zteyu3HXs zWVCW1g7RTgh~KB0&elSZG)z)jw|~LltadQo&1iMC984b5zftSOs7DxcIEC`55CQa41Q&Ee{Va9U^0l zN#to!JhbL9CuI#7%)rp8hdWS`#bf$Wfukyn_5gF~KBOzKtT3(6zfZ1j0lqr&HSt~6 zrCJ_nX0X{fhFsra#!7-;OU96E_QRWjFdDy&qrbF*!zi5$MefUGIO z4d_|`n!3_e!)jGh-J#5$q;WNt&-HWTz6mhX%E@3DR!BboyyE|{_m)v{wZWPw?(UGr z1HoMycXyZI)<}YT2<{pr&^W;%xFo^d-60`Ja0%`@o9~=^=FF_S?%%uC%=fEp_uj8m z)m!pZl>>`G+Nf!g6%GPNW&he|hcwe;1lVXfPq0oP{cn_{Z8L%}^X$>OcXfb2*&N?& zo<#R#Y26Tp#Y(q40?)y!LYT(9E4r86Sl|ro9$nbm7a!DBXT|^*0sYh~r353X3ARoa z_l;AFaf!CCWSOzR5#{*euye-12d~MoM^!7`7f+IxLLN=Bn9h6U9+w}O9)?$+uUS_> z?fgeZo&u=UEb-@jB$2aPC@Y*%J{41dn0aG$jo+We3n>YdSV+gwMPdmc`f_qLTp8(U zU(@D_(@=jxkHN606PN|V*`y1bA+Bkd_D<9haD}fR2inz-4p>>LuP~3)jTAY-6fe|j0Ho-_uy63^Ia6v``D7)2$@>H%0o9_B) z7TmlJv9`l?L!zvs%Tvk&BxRV*Sh~e}$C#8(dU|R58p%<5o zjDnnWQ3%a;M6 z7CN3fp6@%bENvRf-YW`5CP9WRk2?y|Vx|vpV9zZw-+yx%x-=d+J-SyhR9PYSbOSkM zC)Wd#PDs8L+85b!-2V1;@fCoZIS`H6D?gAul($T)o%`8$F{mky@eD*G5(|V`vjH4t5n8lS;HLs5}?b}72oZW3E}Hu;|zp|39l82OY0{@f3c$; z-xV8od^rEO6ps1qw9mR$7T~mUawA1?JikY0Gynq&=Czh9h+#xx`+@&O*Q9P>Pw7h3 zu$cyVUa~0sMqk%+NZF(p&-+Stx{h7TO_i8_%0~*syQJmpu(OO^s_PW-1e>~e; zV8U#>AMNNWr)OrH+P9s^P9a0`$%RUM<#%oseVE_fR^=z;R+Y!+bK~SIJKBb@{bx}NxMW4RJ$8)7Xajt6B!y`mw>S3~N#@D= zf?uz8;SEtdFA%Ba`&#(wHfSn{>QOM|aiddB*}zGNS5qvnxbJB2x?$E6p9^Hq(Z^t?@DtgCPU?Wu~YykYWdaG{&ZiVii9y_v&BpbtTz z^F&}N(RQAESFF_FqHgE7PVtZ8vuT$MCG;)n$u#G zstF(B@~|*ujp~Ap+xYQn!ETHA3sC1t5svDeS}lsRbPjv%l=ZL+u|$|qrfTcg_X;-^ zF7J_nPHM)yziWMPi>-fIqz6id37OPwO>M=)DD*KGb=PR*4=uvZc`~$=khs30>+}%j z8mu$^tOZ7STY?u(-@vxU{b!lN1MmP{8QOV#VpM7Uke)%T-doK&mov_yMPsE1li^$% zTD@T?f~NeplL{&HL+GbLbc(-b;?rT0FeWln5;Ci(^&2|GD}8~U@>B)K1c-U+7xE^U z{1(22I;Fu=)kX?Xn$7|+p`{6lm3&>EJaWA4lHQ>68$P1J*EYCJ!BH+;H(83dRM8(B zfFAdkl4EeJq~>D<@5(pgNgPOp_lk9u`6Q(KC*i73c9S+|Z8;@E6-D9p3*R!)$wy!Q z#u>)pt>>a!vO-Hnk3qs2#j32!5(o>S8daSKG2zy?r@PqCU?NvCcH0ONYOHfuj z*X;e0zy=jK+hsIzx~_?9I5;7l((x1YLWXm?NW2wXK4F!nf>;PO2mwr=a5=pAT)xK1 zJDVj*bHv!ZMl6>F_T3;=D{zE>b%l^AoCvmY9U_cFMc={ISAAMM^tf;eeglyPJGQ?Q zM0)i#)J|kiL5)mA`{Hp`z=?-&aTw=h20tCHc+q>IbuvR2->=m}^(7urDd|{2Uy(id zcaCt*-~23N?F!teoBZ>P*?(p=!_uW@9A(kh0>ZP(iZwg*sX?}>woZH+Dd=1HCuwFP znvurOV>C8huPvJ_NrMu;EgM)?evLjSjF*E;rDtZsVjUsxhGX*%?a{PHW@Rq_JY!gC z(?!Y>BWzqrq_CqC<2)NCK|GVbY;YRQT;;s1Q_qf3461@^LTQF7zv(4 z7Ww&f!W471`^y@{Zxqy%hxnvN{tiW~=G+JG_+NK_n1^S+K&Sixcih-zJ@YrgAsViD zL@30F!3EZDMFcHMPAJ3B)SG~McT<%a9gXy!Kr%D~1zGdA++;UIU5z~Uqsov|y)e$a z*YmX|lUXB|lF|Z6$=AsY#pw$qa;y*pFrjd~)t8w<;v@D@kuzxU24Yax23yM^O@iuP zNGkO5XF=gPMY}xCO>AJK--%o%d3bX+xm;G#S6R1c^(0^YS|r)@B0{0jGs!^Qb2weY zAr2Z0FXe<<@ocnPs%qkjQ^{#@9VLD(aoRH5GZG&ruI_j;vYR@oa9y09DIu8VQ`k5* z`8Lhh9IA1cGTPxhGE}xQ>T)&sRw#vQkt(laAtW0l+BAj1Qfbze@LW-$L<)X4C{eUj zDEiZ3g~Xsemf%AAqrv1&rT0aDXe^v~jMq}o5jLQEiE_m$o$^UUqhX5Sn_NU-5%6@0Y|NVAL+KX&&5C1Mi>3P(Yw&?*Cb zC|+fLLf#1qKTgp`Ka7^EG)1mO@7i8sYvYJ&1RqMkIJ(c*>eoUt$l6VSXUhVGBTyCF#P42t;N4_qhJxleOX`mlf)etPz$3!@Dur z&-aS!F`JvM+jxYPp?h@&Lg~bU4$?(J!f2UL`XCLp&CRfNTuNLA`yp%fuP0U#Ub|deg9w6r zsChCdBA(ub%8R4lEZL*5cAE%+uLHh2iC!M!z@ScyD_h(2jEJj}?47=ar> zWh)h2|rNzE5MmEHc>CM~y5&4Ro4;B7RwKnG-&T4Tn# z^AS1CBqLT&#z`Ch=3k23yYq9=o-c4y_s1}XQ69nKE9<;BZOnoz*7ySWy~W%sfHE{Ps?JW2^ie+orSQOnWTTM7alwJ^437YX7 z3VuH&N`bD5b!E}0o0MTO02^o^R8}-mD;;e9*4VFs^toyVNN7%L& zhS8y`+Lu18fi{2|gx+-`8I!2L5muE!?59+lO=rsymKPI9XjVW0n#7|vV=~h&DKVVN z4=%wIMh(Ojg~P8jmes1LJq~p{YT9YvZmeE%UcU&t#(c%+T`>2Cz~r>^(Q5*eEhJu$ zM&m-e)*2;2f^(2wZm2Bhj1FT-dxY1tby59wAEUflkT{7cF-m>lULpr!sG$N)VN||p z`DiPNz0_|Xa0HE|@@wDMHCYvS<+VY96rodAKwrfCSiwd!2Bz>-Ik`&->aE! zvT<Ri0JwV;f%4vSGWX9$-EJ(bgGWqDFJGO?QxXt0kBa-<=BPhFzCCnryW|GR< z-QzVSY*7f_5I!cO6LdN`BO-6)ybKP~KH78)ydyaFgzmL?80V8AW?PN)?pi60EJGO@ zj9V`MHF#w>MVwDvR6Xce9>!E5Q3Y6C?Sn4fZ;H27NoLGdv*o9t2*qcd*|^}zKZY1E z8t75FPXPJKYHf-ZcOjYW7IkUB%NG|+}VQ+`Vt~LId zDU#v$(wz53D5D-G{tYzadzACvlxscQMn9xa^Uy>}pQDXNNwAf#lZ`at zw3-z@JJ9W8XSeO6>47VTEjaegjvt|IhuTf?3Oh@O?M>;VAR@q?oie`*mA{}1>`lRy zk74&?!x(W_Q87t22i3EjB%PX}(gmu?Vrfm)g zLKIQS8XCHXN$N9TlVL{Y*}DHs;ld|Cx4LPhI7jmO6p>Gt)>X9+ce9Un^W^I;P94gE za>5wCexe)X7>tgH`o_4Z21IK0NvtYt3|0rhnLe9oh{QV0x_pf?E9N0Y-Ap?T;@Pcp zcq(B~4{W(jtGahw!Sn?~pC?@stz#;AwJ1@AM7T1olV58Y?g`3!SBJK;4+y-c0g-dk zZcLfGZuG~|xKDWwKn5^p=QNWSV0Q(xHKm8KSQ^*5Enefoh-!6eZTTeOO_CsQAw;+K6 ziz9L+0D@du`IZvygYvW00f4hQi84O-)u4~;80FG1^V~jaITjV{__peQKfqoCa-WnC zEp%Blj}SSHQoC^QU<6alMNs%MNFLzloFH^;9f^S9kSYCY1_q^9*zLTFlpGFw31FEx z@kBF(GYb+p$LU!wsUtvm2{*3=6yu(M42Y;UM4}Wl`f5{puLVJoLC)f#mIDR4Dz9C- zmE#m*#0h9?0AqT9;Hmxo=m0l$7l)J3Yo;HoSSA~TCdq#FY+jLWN)w_Lh32DDR**A4 zsiCY5@|h(IhM`fh?{Bm?`o8K{OQX8`e$1i4R3<7-R!f;Hp*u6V@$2*2acvy zLaerdaOC&*d2%BA8iJC{Q`3sbdltpEe{d`3%TKE4>w(OMTcW>MLWd_n!NfDp1Rv#m zLbYf)jV}gys@C2Fb9thIHQ#?Z3a#QU0!T#sA#FWu!N|Lmg+0*v0D-8(KF?_|5eW?! zii!`$7afR!)-hm8x0Y(56l(2XWLPBSt2$ux3lT5dbz_WE@X{S#@UMR%^6Ie z`fVZ;f^aaq-OEacBDUjs>HK)dOCL_;=`JP}q4@(Ovt&WSSe!VoEMQ{T)D>V7G05xp zsC-l^sPSHvPATKsNKazT(7(p{KR~m>_;#szjZ$Q<^+`#Nd|7UJ79tL0T3l|rGW1uglREWTM$(!p%=6weaY^1|yC=-8=NTx;D8Lfu)Z#Anve4C z66K{#VfsfCu8c(k%F@U{y*7F@jL}B!m{$t_``^wb@~&6c1+^?hsGMh1_^nND82Wmj zR=id};(A{cP>N`nnTgsd$#p#a9<_N6qfbt0OZVqP)Y=ns!o*E>fF=M5296Ua4XjnWRd#6<@Y~=f@~n5 zf}GlMQB0?9LTBC6 z6Zb_cd)6x=i?7J%AF4ve#tl^s>SqostP$qD-(`zB2uO^n*4L-v>W|cV993)`@_aj{ zMu-RC{>y4_o*qpD*jOuL?(aLCceRa2LcS~k&*y@35coEp-IzsQ%PaB!{(rWPhqGnp zN4nF~n#aoXhGvw6@8c0OWrCC`x=O`M2CSPq8{e1Gu@%440V5$gJHPmaFos{MgX`d_ zi+JTD_}+6Hb+$Z`SLiF;hiu1>D9g@0n7`iD$0;2l5*u->wBW0PC6YV5pR$krAgvyv zS*mllc@2hKW8?PJVw4?Y<9_Oftm!t8#!tB=tMs-x;+4_*_4Q0O6Ek-8+-iBcG8Ib( zgo_96U!~V%*nJa~j(`xj7XSo`^*rf+<+SYi>pgGV2Kh0`7JKB8wlR(oGt2T}1;-k? z>%t)mN);iIqo*#(Nm#Q(Fj4fP;xNAubJUgOM_wUxnRj$snc1JETiU-lBJepb{{WI; zn|5;C#s#F*9(gWY2FN3PHWTGmfGk<~fG^S|`;xeC6>e=HbW!ThZQ8V9t{*YKc4OmfbPm_-+$w)37@{?zn%>< zV~agFC&+@jisN!Uw`$?edd=NEr6&`|5XOzq=7 zE#<9zYVJwsn=G#tpYO}ABZr0u<(GhKK476`1ra2Wj;}UYp-%+-o4xhvvRZ66FT@j2 zZGLAYvEjJjL4`}DGZDYsyqo7CuI}d@vFF=_ zkB63(GW|O*7M*whLR-fd~ILjJ~&WvRJOjEt~;DRcyz6Zk7)A6(a3#86S zcs&%qs{L-?t964sg4`22@J8%*=mlR~9`W4+q2|Z^F_2dMkcTX?YmWV4@nt9-J0i!o z>AAP**`7ZY?8kxr;bUEYs4hapZbGcE1U5gtbmdquavMu{+D-6vPrn1SoH~I@kG>b@ z`gJTs7@nTdZ6!dD1wG&j67cPOT*#?@jL&52X3q3+?t9zc_xDFF)l>;WM?Zv)TivoZ zZJ(A5E(EMx+^j?(J6UeyKD$zs_6&xyt)iAXwOU!O!;HFbMgeTu6)^8iu&9t1eRo~M zsEk#K8^lhFBZk*YznVCmp6H6Wbq$fv+My*ST@lK64GdNcTDsE2jhk9z%|;`XEu@qg zY{(4vH7qcVvK~ul4ujM0{@1Gie0`3!i|E-P?G$`RZ$7T`^T%PWoHNQy#^+1ZXI{r8 zHb%tw>;=<+$H}{i=Z6WOh3OFjcsHunua^xaB5|qw0Uei>PM8n5k4w3I%hqYejz8AJ zgPO3S*58{hC{wxyMseLgdiB+v45|4~f3W}4v|s);eD($EBlG=79qn*OWQdl1&o`k2TpqQKeBpo-2Xe{2~mCGab<|lMRkK znA5{r9jbG1>rW8M9@Z(J)?nDmXNk_1pd&?HGt(#XYww5C0f)1r8ZYJkw<88PaOiE%IRQ_%OQd4=OB3VH zn?Exv;@Yj%`hP*%>6J&`c5-VA-*LRh@ZZWZ)Z{ogr{x4URozm2Bq1^16rLJNJ-1KZv zeAJ+;j1SnT++slq3R?*Px`vvq-G`+|nLHGJ))kA`5*9=8d)S~KjY6*#S`K zj~69kA}+SKN3uvev1z{r0e))){Rh7Z;MJ;U0y0-`dmI2h377wB;*RdOpUNCj-5IyH zF7%J-#H0D-O^dTlBO;d%0Cf=z$P9L4|MC(-$q6_@1k z&&dhaG3E0qC3X`0`uX46+6;g~C@G)^>Cp41mL!A0l9`VZA1q`aE)1q04?3O>@Daa> zZf7k`ZISNaP-+43sN3A7FZwUbZX@C0Z9cYuhEzMA4I4d2M{gr1pDpw?GtK+DU5e<+ z^!BqU>7Tu2(mZ`*3k%QC*{1qtpR#M3n%5|YK)zn;D$w6`9l!EcC!J*+D0zNPkCq}3 zfUq3!`1IM-{UVvz{|vXrv0$bD!WiY_6eT9y%iMY{ z-ipAxrJQgI!1>?Vr8GJ22{`F9ry_P}r>4;Z^-%W)y;3&ECj!+77Vn^LHgaihSezke z$lYfj5b4u$Y5iC4SNKogzKVg;j*TA{99#q3TYqTexnvz;wKERWw~vQkPg^*iJvWAa z3>-G!P2;$|SndnNbeEdy_si1hgfaxZ<|Tv4q;MDU5L&6BZZTf`^gmC3)#G|kC+F~J zrV zg$il=B&6R&oB~=9DlDsHBX@g{oO2%DXkl>kA{00Kb~x#`yA%B7%pP0ucp;uJpWRTb zMrlpwPaJIR0qn;TYrBnqOFHoN(Y z81UCC-=JD;d-f4<5IE+Gr=QCK?noduoO@b7I{!Anjdbt{F1SOAU;q4jT=2uTzn@S5 zC@7Xc1-bI!3uv_Z<6j40#|E7i@t`+CRRu{0LH{|qfq;jB!Vhj8<05`|J*ISTvCF0g z1nQ;eA>ILD^TK3deItmXn=sR-VyoXG1*Q*UErddzhV|N$^j_IK1Y7KkW8~>>xw!p5 zlS-I_lD*2Cx?N{h?~rg!M!IFLbkwKEu$JY5y#G`JprC#oS%L4rJ>NdbF2)`^0^voCly9H> zpYK=Yp&t7$#5Lv*e(|o*gdcHFI<^~D0 zAdDKbhFpCT^s*T!sgyB`qgo@pH)^?iT%8*mEJ`!UkbcQHh_dQyhizykH#I(XTdC1y zL4OS2yOD=-3vDoQgA)QCHr&2F0G?0*p3D0Vc!Ia`ew(zEr$dlj?&p$#yAl_zY@rQk z#cRmb;V7xX&Uh9MYgC|8>V&F(F`ytK=ikB(>A2zhOXmcq%Hu~JR0 z2AH55oXEX*eI{?0`fkwy(?rzVVaWNPYe5`7FwmK`M5>qGb?Vj5RVjMiG=Zt|__zZb z%}V{CL(Xryg`a!VD-9?&fZ0h3h{bg7*zs%uYD1yO%OX)Kd(Q40}&;+Y1NCVppG)Bv!){S~0bYh(gVZwHdAW7wK) zwZRSih|@2|Qo{Etsd1Qlj|JoJO-I%LdFJh)o8EMLa{v`xYz$vc{rK;WpR;bQ2C~kS zxH1o3e1+&d0s6N<(OEJpKvmDkh86G7r~#0PM-4No1s!@~4e@v{x=00v$TOgeR4B`O z-^O&@#6<0UMc{aNf1TELXe|XCHt+-^Dl9L$=16wRPj)!wz)ql9`zO<=m$FFxzqi!R zh4(cQ&OUenhxjOE5P&J(ivQC?>}SJ}G#90j>lhQ>P#U}Y|= zDc`#id(swfdF9C6eqnDptRs1tEfM8iX~q&bZ!)jcCkmf1ysVh7#+{n z;L!~MLsMV%7-xv$3Wn~eChK`DC8 zA8`73Gg_>YDXTMi?0?+(9-%3 z%l=8h_FIGJ&iM9c;MNM6UNr1J&dJXb6!D^_%|PFK17|mPfrpD*;nM9wz@uJunCPK7 zHa8VSe4kTknW5uFSKKNl&H#>(t?@y#Rm_nRb=i(EP97hDBStkJMcwj)>JI-kuOkd~ z7XI3Qrs}0>-+@wr0S8!H%fS3bcL6^F5mD%@JU)%^Cy?<~9*C%r|C?1>H zwES5qyPZADK~FbRYc#9qo)eD|0XGprd%xcvcc`b|Gy{dqXL7E1D(ySUd2F{XtyX`! z{RWhtEa(I#x-@fY*o$=cN7O!QrR6Bxjt3rdSkuFid!Ds}F?uOJ`bNl1LsjH*mbCi! zBVeU?JQZJY=bXl#PE@ft##fvl`fYRPo_fXS{S8B0B_?6N#TkiBTzV0g*1ks4p2a1A zw#G%b`3&{w3I0az(~sN(+~(V|wac+>>AO9W}NOioCJ&!)TaS-pc*TwQm=7 zweSyOr=xobQJvi)OJb8(MP79)C*l0wJu%t*?Wb{>Jwv%3;~#X|Y5n>L_2f&h{mQ(L zZQM-wAogE3@9UwAVpo=8NJLvZ{zp6Ax04Z~Jhdah3Ss-7g!pSM{JIwXygsrfT6Yve zN+W!=XnEXvJ|0#3-g*={>HO)|YUdt6?UkH;HxDtzKL52RYPwz&qNOT8w~7S@qWz8? zk5^GQFN^l;&>NK}fRV~}LNlS@cN2H~(6lR28bBmPW8EzCIoGW_*2CVP?{%tuKdUUI z8MU^jQJzk^181VofcY|DfrIIl#toza&Pf$U=ha8h#f3$dbi$la6c5TD`8oogvi(fbz7djR;_2$nUWi0sk{CItRu=^A~csTen|B1sJ zoNg8$()SsWK0D*m`l-=PyDwIk4%&9Z#>^g|XGBqIF9H3gT9KaCki{0~580n{0GCPu zPHceOTu|MJes!X6Dw#XJ1%^|=KdUjUswp5&4U=AvFd22g}tvi(fAMjqm(cRkB+3B6RyET=&tA{ljyOh&A zCs!?Jb4zO~Uf}+k|8b2Ya8Gq>S4(SWcMtP-!2MOs-5jVm|MLn-J9jtWS1G6W&Q6Zj zz_nm1c4ccvh`TKsA3rxYFDDhdtlc}{NxL`Bj5b3)#*hrfM3+30*` zJqfOpK*E(k&y8iWj6qVxWZe*7iy$~3 zHXa8D>5C+e*&0r?)(J8m-sEvw)Bf)#6C2%ALISutRgwX>>!lY}N5C}4jk`VxFh##H zsUwz)6PCj1I3xa6~*vg>T7f zE|Cv1o>lqtzscj18ja2^tIhJd@~6=vb<4?5O`>+2~ndt11 zg-uJIYKaEMbU8oY{2yal3u0PJ5Q@)X9B;<{_TL9@UJy7kv}@cqw-vPFPiFe^Z0}iS z=lj3ka{=dnweQ^5`L|9Yt2Rb3 zK)nqBDD^0`dOMEypz<4VpS!jJ5lMZ^I9^=?>(66+zurAP+;-gmK28OB98`X%@H^>x ziB&qP`A#Qqk7wTl@QFV;AC3%MXFrZ#Jzkr;wWbZiYj#5RVf*-h{O9sly{wC9wVMa9 z2zh8MpW&PW?tcOCj)A-R{AcaA>vx02x*w1{M2KSR(i7qJ$JSLG;d66lel@ z7KBW3lbGPQ3AkH_#7aZ}AH2;4=MJnz&DKQ8fa_1(U}7;roQqv|e^?VhnDi;E;8DEGk;fMCG_u5lscd!V&4 zTmPJ%=_3HK1jY8O0kFkWZc{8smP^0c!#RLl10Y->E+yHXWU<$l04W75o<8m>yPpZX zIriHhKcM)2lx4Z|&a>ObN$^qylKbI`EA3AtZG27g>Uqw!u>A4DNR~4!KukcIn)7x# z1lS+SZ;>CL+bD@!!~db_)V#p!)dAsc&W^je>f-xD0CT^>**Nj>$gQ9rK)O(#6|D4N zi}}qu`ps&{onD*x0b8Sz?kd2)HSmKUK%nlCA=w}1rzKgJR#|6_ zXZa&j59gPdPSgrIX?Nd>P~J^OJlR<}QDc7wIFbC>L~r7S`8vU9-p?Ob&U5$+cDlpR z-Il&E00J4D8rgIT%YsH4~IgBH6fJ4s|g|g56utV z4>#l2AwyCWuG>wJD*w^_p3LKDxoU9iP7cpCb;&ghs`4{Hn>QbOw++f4x!cdz1QPR{ z*sz@oSX6GrywO=P8}C$g%=#1hWBbbzvHQ;PBGV1K4w#`DhM#(jsB6}$ib_=O$;x?|tjzHpn23313-xa~4` zaSB%Qc$Jl7d$C4g6VbJMxO-DkKYq4-57bf;e#Y~g4M<5Kiztgd2a^!;8m^U!<#xU2 zX*`X+a`EqT^j#wuVYrflhPYAlL&Rl;S z4IbdAsxb?j85ejz>yt8F`mvvL$Nbs(q*Ub^#H-poy2dSH52Jj;FsQ!vXR@Eb&1IdM z+lrJTqK#)b)#WAy^D3y500#?x@S-^!lMmy@4L`pxKt8c6wx3ZHmUPA~a7(NK7AKCe z?=0P9V=Z^KXM<{l14pzE;%u^PcIPEbv?I`$W26;3Ln(KPoKp}2W`SiLmm2(JaYv(i zO`27LU3?%+7C%9tm`>g}U@karTcz==(Q-=g(BW10kSBGz|blPnF=FmL|1zi8*{$N(Z@|4GG*2r4u2RMLhT8)PInO| z86drQ^y+6eiUS0pb`Y{u(0ZdgAh#(`UK+pcRJs9q2c)qD@M0|SAqzWQq7R|hKtH%U zGZ4}X)az+^{zb5pV4i)Lda^qybs-UwN*+YzB}ucd(LU}_t$l$<9AQt}#cLC_g`>9g zTkJoaPw+cuUkR3x{%Ehep_{vb=n_CI-(Mh%{-)Bh7~8&bpz<5+jtk4whaV$|5GF$i z;)JJ?% zIi#6$nTj6EJVZ+>MT>cy_N3=-(p#O~5XbfoZ|dKcO(yfK`(flGsW}#7fF0ntx9L4+ zsn;e+;$))YYWg$uJ*j-P?jCx?n^>X?&2yaV?G(~xzkv!E);)_|CT}_;a3Jtls8eqm zSM<>L|w%Hh2 z0d;728BMD5D_<eNGH-dwhl%9c$x z^=^^aLP~Y#n|a7N3<)lL@`4GckRWkN&+*v32v{NH{u2qc$R(Z)D^%62+gI{kww>HW z35Jsxf3jSK70rhOJ62q=Wz}s&Y&1eoaH}|NI$`-Yyk*f6kh)d+;#rmOq8k6K+ukHzH}gw_X%s`tB~ljcywox^JDIp5r`jW{T76m!;5rB1ZN#yICPibN=% zLK4K3iuJqYq5~1;D;V#MOyJ|_SVO5#c!&rcS?o^v;{zxJKE!Is=O>}l!EgGItyvDm z3drThs*v`wRwTvKB~bUs;iK^7rUc18jG<|;i?eFLrz~w+Cve`KTv%h;Fmz?fbNld5 za@U21b3$qlktmkNm;{tBTsni)>R76d?~gT&|Lz<8qufxT`8}QIPM~j}4p54%8MzM8 zakl?`@AL}blxGGo)(bcm`QE|gJcHy>F05~XJ(FHw5pJOZHOtPzf|zY5f(qmi&_%J4fa_w@FUk*xwac!Z zq??Cso2V`ic34^^CMHB#N#Z=RM4paSg847_^B)o7@jbnB>#gVd!ogd|8r}>(v2TzW zt>mUFU>UTQ5qw8k0#szkVp`e;Kubs8NlSORb8lk}MD%6jN(^E8&z2_qb!i%0uG+8| zA2v>{QepyD7R-Dxq#6X2w{v&bGB4pQ_!1bVmZ6Ez{)eJunTig7Wd>3Fu4K9_AZm?t zdtR8e?hHTjKIu%F*t}jA)bN6#tmfm9m;#uCsa%nSP`-$NQHF}hP4%O z9M&{smx3aYc+~k&9UoxNa2+~TLfCsPb-QStb7H|8L`{L>Ye;+tC<813nH+O_^|HlD zG4-X+J*$+px%^H!tK6r02XhvRaqUV45;oLubiCtBi%14=BHtK8>+#^KzH1iu!d=)B z;Wuc(ZIcz`WMivoX~JLY@Mm4#=5e~Js>zbpl7-)}mQ^IaE`0aw_-xEpI_oG5;L0A$Ael#(&Jdg{NP%uYRtya`e zsCZ34sdMS`H8WG- zmX56=E`S_X53c*&DN-l&Halc|I4eB1slWaega~%0k;ReRLPWAhf=z*Z9;xnz*(w&x zy&h!~bE*-x4(D1E9*Sk_lOV87l9jAo9XB5TQP^S-j$U6zVq=m~2m4cR}2nhn%KwaTaqj0ax0BQHik$Rn$tR4KelF> z)JNBT_~{ajz!pYgqgvdrP&X}Tg>ASzXv^$-r#96VFBTj%jzp?9nKegAxb#C4=buhY zSVxNYBnX355oR70#80QQZwaDrAy_zr*0_x+3Y#bnjIgeg8+*8zB8(V?Cy8A+WXK69 zgON=pZ16zsV4NaJlpB@05VZ+Fp&ZBZeNW0o378KpcNH9g=)X5T~;@*PT=aS)l+ zS5)ELy3)#lrDkSKIw-j2L*jj#^7fMaD7 zx%Ez=%aD$cx7X#STP}fNfzy3$&oGcu+qrp3Vih%e@HJV^l;P%64A!zF9)E_`v^f4? z)f;quO0|UiP!cO#M))x(r@|$})=Y_C?GJ@7dWbldvRaC|C;^^ywmh@-wo+)yVB6t^ zV4SJKRAwPq*c>=Ji%Ztj*xuQm!f+L9s+L-8Mt+`H0eIp}#*9G=>bkmO+pU-oV_2gJ z71?!0fnP9~n_pb=pwr+1Xj`F4!sb@B9{Ju)9z>Cyy&yqq(>jHrmkPp4g#uejB*O3n zH)da+tVf;k8!;}SzY0;;Ta*Ba<-yz#agXCoq+D%20SS*Iv5_+@LWVSdjiF38NVNLplFd} zt_agER1I?PxHK_sLIc;5A>>eawwYj)(KB*;-BT4lT zBxyqDmS0Kf{0J&r?ggX79`aF-YraO9TQuJ$qfc!u%f<$Y>Pk@g?srFX`wQhvI3J9v(6>y%3wI-I)N$`7(M@K|T zrN9~^Co39FSmd&ur@66SKRQ4QNPzmrwa&O$JQ>eA7*5@ad@5{Z@D92Ro&r!Lr5u+F zLfu`-qO9Wpn_{Th7rZqj7m2xdfQ_6{KS{*@&Ic(jQHG{0uFoDxT0BR+*qe+BblIKN zAvdzVbGAqm_3EsjsC!3={S$ToJlGEhXK;Ysh0~_GJW<+qGn2Xw9dc^$jR%QEaqSc0 zC5qzu5;e-X9yo?kP+c~4T`7*mwJ*rgPm{&@Vp8@qIX!)>Ek}N({c5=+j5*`lK_3k~ zYm|1%-`8QshSFKi<4FpD?_!FZ4%aacEdM%-v$w7oM6&)?bn_COn635UY-CG^3-@9W zsEwux(L>=3B-PL5W%NtAu#e^5PC@uu#M7itv~c$%w9!`8|BthUOV12Q*mU8(2=@ju zHRFQs?Nl9O+ieqmM$~RlVfo|wa)|!5Q;RtTps^&e1tCBVrHspo?yLLj_Ukr%Par8& zW5V3;e2jmftL5CxXqhTU=_u{w=|J06xXA{LpKVG(?zw_Xl5N|BDR}7mX)9}NZx8CG z?s~Pm%;QP^E(PsqV2e*);N^~M(fLj=r30$XSh-IYKE#k&# zEH8_k!#=G4GWoG9*NOhLBNlXVV@VNk6BPl`XziHf=9*SdL6XpfqL3^S+5^3-T-nxd zGKKGIaLlBF>nc z4a%|l|NPJii+tmOyU`h)UzsBXr@=+f{`rUXC|VCeDfd!qw&-gC((&)p#{p$fRVQ=aORT|9wgHo z6^qspQDQ2GIHX?~rP11I8GAbo>Gw(t={|ACthmld+mW1ImqMl@_{#IOyCfcmH^iP%$YzPbaBZZ(bJA?k3cL|dq3_Hos zY9bBY5!Crp-X`cxqFhRyrv2ucMjioQf{b?9|KRGsquKudH-0=qViPMii5aA}irLu2 zo~8DlwX3C+7^TFHQG2gy5gn9j#ELzuwA$K5wMA*^{O0xk{C?+q&i6e3%OCk8Cy(U* zxbD|=yNo&~PRTmz-4#@u-Y^iOFxhUw>g_c}>MAOEYm+n}u6IFkl? zTDofLX>&I0%V==T%9&RYQc767l->8=x2vGUsjf7?uDPwkHm*kXmkV3A0F3Lv!W(`R zKgZnDd%KWz@`!C11MKNG$iOWZPA$;hs?!y~!ja*mM_`v_KFk>$Fcji zxbk}Qud*L|qP63q>2x8R))`ru*uL!dc znBIDf=lax*b@g~Pk4>w)LyIW?2-&cigqb`A&zs6oMDr;1+3G9Rt|4EpYF7TGgVFP* zE6+4Jo_+xb_DVhgA>V+b(cm(ps#ehTq|uFPQ{Xdw_^x)n`d_3nKFjhDd=2MEDf?@R z@qVpV3WhAPUj zTuy4Oa@+n_V%2H&C*c=&-Y5U_9ef#bHt^6wD{Ql5Cl9~W7HEU8f-$myaRN0?EKptE zZ}~uuw4S0Rt}g?hXaazRnjgZZi(=iff!K2lZ@@$Q4m zt~Xt)Vx!=qab(kG6Iy2Bvd%4VwnGgJkZy*!%`ZNq{majn+jnt79Mfa;7p#k>$JRT- z>9>>m6;wBx5a_oExsKV62G3BBiPw64KnbaJB4^gi;&&vWKRcU#^Lq4DxinOp)$sFA zrvpxdz*M?$CK`;Oqe%qyBj~VZ*SI322@Wh89Ey?lQ4EYUue9tO-BovZ5Kp7| z^ZeIZ?VuCv_GK<&!~S)lf2mc^$?!EeR47|v zyR`&liDjVj&1CI!k-Z$?J*gv7C96w!Yba8bOBUo!cjO@t7!Gb9A3~f}~u3{ikZl*5ps>c`aLt{b|#}_skEm~%i86oWC z7sFv&hM3$@zCL+tstXlt~IIi|J6mut9iz)Ij%#!ligspz7XrmAnbfZ13lXV%HNC#Rx?qqX_ z?3L#nKu3LAoT{X12Tw`{ESKh9hf(gGrq$PQpat_wP)1%wMFNqYa~8?W0tPUjk`ZG` z)Pi_wmu{a!BpZbJha;4lT$e!!9-@X7if-U7Vrwi1Q?{9+TKE$RFdG$`bs&*Vi!wpxDJu6%q z?{SqRyUMO_7&^z$;QbhQt$v>giKaIoM2K-4iH(7CDF7+eu4e^*5DMQ6cHs_A?nSxdUcViRNLu7I@d zENS7~wax-l{53ql>a(uqn;T7H7?@?K(1md`;=DpjdKiB#o?~1z5j&w{CKAwNT`FFI zt)w5fW| zHB@NW1#u!6pd)GwwGMRBo{>(YAM+oi&5nX}7LCm2J0;1-ZTp#t`-m7kEygWde>J5l zK=6JWG`hbKTk)PULjRGyX8ONvF|YLc%h>JdtG_7F2zk*%@!Y1D|1<>*XC%h%FJ4OT zp`Ld-L`6MP6IY?V|6b?o_bLs*$9vyy6S^qlasL-CdBG?(o66=xugaUUnulQa!HBF|prp)Y=7Pmws5Kz%2p71R@k>0__iXxQDg5Mj)c zE?}_($19gUs;M~|gU6#fx24DRP2vR z*qR!^y)wIoK~q5HL~b4t$tOvbjYyRU&u* z4@A0Ls@X0wtqa%cx-y6?S@(=a0R$*LZ9O#fd@G`-_F9-SWc+b$%)i;p# z0XphpXLak%tt3v>U>)(IWb+#}@*gRp^cvo8YRnr+Hf0dDw~g!?@;p^iDb-zKT%=_X zRzJTciMfHR+e=B&KblWjXTt`NjOct|ZGIo`^04Uo9JiQATLnses1L^yU^S`npiVsk z{8ex!%aKaJK>y13wSudLVy_I$TH(!Z&{WT4_L)`uQVdE|V(!TQsvIpUZ%6kotA^^m z9^Sn`lF&ZEXC+d}Hy8x5fQs0JAKgjkx_j}0?mVCcm;^3TNv8B{+!vrD*%lwhmsXthY|L^r;lM~ccAn6@1lg7`AdNN<$R?lU z_c=g>k+xeKGmzyaz(-gC9BQU94(d?L2xcAPg2wNj`ntDsh>du8!3(meEjtIE(ipiJ zP97IFJxL@y%>}jW5SR^Rt0}Gq(gEcKzo>=``a!qIUn+^=?e-OGMV~i=rKE zN{v9r?RTF}s5jlU$^ZVi8=0`HF@JTxaK8S;9p2Dtf`=*F^bldYP1q~`)B=v@2qVsaJzYKCpWZQV!bE|iQffEBuycJaZ;_e}Z9~ti zg7)>4RRiL+X^CD4Thw%?&8VMv5ubPrJX8w3QmfELXR?}I8v(0#9Cd`H6bZ60-mRdY z#O^8&TV+{~+mt8ESsBzhuBdF3dV~TBwSH@negxl{GvwxD?p(3aV|b8qNq{WGe2PTz zPtq9~&d5FjK4k2}MIPsqfF}9k>w(3&Xl(%^dwR-2YInWSb*a>b7R{55DcL+F^Q7Rl z^*yKc@&$bBP5z}JJCJs1O2JG=nWKct!F6`t4OkPy-{mFI0v}H{(jq^Exe*NunLnBq z=u3W+XK-&MH7(Itw@LmUK|rW=(235m3Xly7GJXSQgWuDXUTsQ)wMzA|h{rHTbw^@t zv;~StufOFpW;mtVviUm|2*TQ0L4NjZ$QuQ^Xn%XViwZ-n@$ODSI8MV5^IzY z2T{$Zzs*C0n@0PvC39rLdzp`!E=W0xwIDk0wKh)QYX}m{GRGN;xwYi+%w}|eXV+Kk z20dO7Zxj@ut&yR#sLA(D=k5EX-Fzj*fGzZOA2Mi_XSOCHquKEZ;8_+dYKuda#c{mg z<>5m&DG@(y2@k0nXaM9W{cegIhb$Bo>c`PC`<~MJfr`1OoCN$9;ZPQhf#l>mRpI3K z_0;3rCF+|D0~!ilIns)r0LY8C2u<`5IAj=;s@bQYYG|J{kt8V)!`qwIJ;sw}JZLmt z%%j(ZoFm$tQ0jY>?q!(Jzzg_1GMaDrzxHUuyV4=(!Vk@IJrW`%Wt>m5js@05>uE)x zv@gP69dnY$l9sfAPgNCzj_()EPn4ZN1EHShj`>#uFJSuOhUYf6D0a`0JvMC$&@b{X znwg7ted}%KfMAdZCL<2c9}dkBGbe1G%QKvcAWOi)A^P8qd7;8)c13;y$FF3ihhaXK zL@L>7M#cg!qmGmap7Yu$zjxlW_1Kpd9KR^6Hua#{m9RnI?-cY= znYKobZ^aMyvBDwKsNZVj_)jbM_t4Q#)!PLfEo7lAYO8|DELLNU-R1e^QF9T8nm4*{ z^au3{-UrfAHGO-Rz-5tROx8VRaS3Hfu&t=9nz5bEJy^5jNKT?I$#0HYOp?4Cj{`-P zBi1XTejmPve{u-K3B|LFB4ycgZp@$^^Xz)w0ufbl-0Ux;LcwK2g3go^i*e{d$f?99 z9a&lv7R~s73>CDRveAiQz{-oSC=!rgE3n7A##WBVZ36cg;80!BNduW zWM)d6J@y_N8Zh{5&cs|eGQz5IVJ*gSE$VcxfQ1)7#h?Jnd)IdC$u>#1yfdu`Uw<^> z9tQPKKH4@+^!}mFOF!fF>`0l&tljtC(V#Soog`9H1^f-dNYXHePCQFSAC*+HahNbG zhqi?ejtQSv$J63JC*dN;puRNXQtO|a7J9CQc=TWMJv%6 zKFse3i5`dmY(0-%USU0?hC$g5>jPe6T7SSMvmfutrft2l9mYuXVX~y#E+}J@pw)WA zTW+7li6YYQIEK=T@wM^!;-)vJI4FB(JNO!>hU1G|&E18K5L`?X^8Ss}S*BJWtd*{r zVe3wTwQFqZIO&VR)OAM<xiY+ZmZ>$FZ=%@NQnXw3v6>o`K~<+=UJd~E$TT!=7>(C(6{|{ zrfkKs5e)o9+6V=Ctm0ioE?lxnP9CZ*$7zoQbQ{w`nM;Mbo`@`cr_-^?y+&gv*H_S0 zK&Rano*L!hd6j^qs~1x-(@1x%aXE*jbn7EIt$K`j&lY&Y@79QG@SP+RCKm3G&?a`< z82cAn=K>^v*a!J^b*DB*__A)JZh5wpq!cWq)X6Hv%)npnAp<9ns>uy6A!untPjo!g ztAhHrlyoY3i3@s@(P%}uK1UtgV~WLLHo04TG0VUPYUo|WN7QH6t8i+$&Y+E%z!kKT zKc>BG&~xhsOp}%xzPF%zeN^v)Kj<3gle8w-Ygc;deW>cvJWb_gF8=;_c}0AA3zoPpURKcw?}jO0d5rgQ++qZ9OZPFL!!JC%lyGB>r#_tb|CM!KdR~0 z7V-X%MCH=!spqjH1zQU*mTLVnoAu_bKMC9%y?&}JzN%)^`487BfX>Ewq`f~3ef9CdgSF1ClP3Rhg2x8YioU;5${K= zmW=C_-n;mQpEQ3znX{Ut@nL7DMrY<#S@YPvx5Vw2fhT15nC?(P+{El#tpqD^id<+t z+Iy#`m);JP6%2Op!Rxy51=(<5PML97-`UTP?|mi_yF@46{8G+HT``qp+X zeW;_ar6JX0dkU|gJAKa7;OJ7Z{)BR|AYN+wA>PQ)=bVmJ=EwCdyJpDmC;bn@o07t{ z1Wp}0x#}LbD+2Fly~mS0G!(*$45a_YX5qT4FY8lwa-G`d!{O?+Q0v zXsBmZTy4}}Y%oM;Ps|?~0eC|rW4Gp_lt8qe-SG|H8xmFwObH=6`R`Wn2q!U+g)p7a z{#1_MN%E%U{X?2$(}N&;d&2V72}_4s z+=o(v@oO-BOKNOf{5l6ly_eHi-3naCb19Wijq!&k=ZsSg?)}`^WldUWg?Vd+QiLO5 z;=xtXdl^kJEE5V4<2*!7I6PdFfj16T@sQxCeK7qDB866Fdd1=%w#;oGkC5Y*h;vHi zM=(Sg+-J7Wts^Q*XIE9|=%9%<(k^biYIK9y{G!4zIC3p+d}ItQQmVZ!)H{#mFF4fX z5(j0qo&8oR_1kY3Ft2OSD|cqlf0gM&Keb@4cCa+i?gw7d$ANpUpy~$DC zLxHURx-q%&sWyL33IT{x9$N$l^%HB{Q#LZ^46OYs^o6WNSp=N%C<(M`Xa7>$gRQOmT zij=&@Vr$sUQ(wp}E-9L&G#`7QeAA^&(N8(X>Y#R?N}W)7SIsc0eog}+Sb1`COun=l zRXx?H3q#XtJ@eU^+Vi;4G^8B!l|);H*7CyDco67}rWR1K8?asLFeWRx4k<%&!S3)) zHM=HKAW5XJDz^dk@h&~3dYEkrF_A1)s*4yXw#aoS?snH zw0#uY{fj;PwEu0g*KuY8H|fgr<1Y311}IM(7y|C>GH;d9 zaHj+&ryp=@JFgBMQRq5eP(X65u4CG6ydwILM`2qkRq4$fu?dj|6Yxc4fO2wgu!-bZ z>%A=&eG>M%1vtQ`c0}=la(bXKb1ZFU{$u7G6SzXQOZUWt41^+ud5|lVW z{dz1E<{(mJW0^f+nO(E)h%zaXlJ>gBsNJ;W1&PbM=-#^sCLay!e7ywV&>oF9_G}-Y zxgv(0^ukFdZr)Clo5o!x70d6DaCr)LV;P&7_NhEpCO zZsKEwRJFT%)}9^}*-s_ODVk>Gcq3}Ru|y8*3`>&tD% zF*`9`v>QtUm=PlUzP zafZ}EbJOh|6<`6*w98q@0trx-lnHOW&`3Of>St!HTXr}5Ex%tIvueUbgr81P2$odl6sh?!CESqM@xcFoa+Lt+KXR&C)b6ePXh^(& z)6+lS-MYEdBa2M~s<@wvb~{E%eZ0v%&l3 z_nm|}g|WeieXFQ%3Ogw8XqF(|jNK)Uy_U4C7T=|h+rIwM(LkC_1-f_vywFHcEXUv= z)n}DKU!v#4hldi+fMYF%T6TgzExuKd9d}p&;hUY+{Tj?SsXrKuEsx9geZtD5*9%jn z0XQ>~q#^P%?@ZKNqZB;Ya@ZY9-3%)CdyQ||^@JBi0zU1AVR|O1tFDErKydGP<+oXR z3w^BRe0@|w*|4BfI!HTO%W?zkvt1K3GtM$WL{{PWs$!%}WwY<}zW&3I)8Dpy>%hrn zYn)N%;%_z&Z7!kHMR9d|M0g+%sSq#iX&m(zhXltn&DEDv-M;4MO%XO80G2}>1UPuL z_%h5J*8+C_7}Q)R4qg$md$M%QEmP9p!mba~-T+j)-l(BzqeG<)ttKfjgs(GQwr8xR z{@o4|Rki+dV<4$icRcB-<2XVPahjSm0ug7v*jV<@?4GXBMF19ov7giYpj5digcxDv zv+|Ds>98@B&qWf^(#y zKOJ>*Yw|a-f&_x|3+QKni=wqHWn5!a3RMU;W`b_~CMwUsw$CVbBnV(l>BWL&u{MQQ z0a|N~gz&BH`BE{N3Jf#`jbz|`R~y@kOCn}*x<~fLoX^^mrI=JQyIMrL!N4;I215Ao zA(a^KbzSKBKn~W|x>U-8OWOl@-b;)hp<1szDCn^?1|+i=G$PuQ2A)9jF8&hj;a< z)8}mOJY|+xeiuUchR?_+)hIi)HgR1ZYD38JE57>SyO!wTk=h~i3q z8m!~K76x8&2=vA0IQ&E${$iRq9e+pRFS}6;&s#{EvVLQc4p3%VvjWdXYq;_bms~vk^;>}$_5GiLVbOSiQ-f% zip1=G--N|XNeyo7{f;E6<+z%^Q)kNCuDPind1SM%9G&$1&+goIVZE@T=_6W-`D4P? zu*bB-cAhk`$SMUyQ--#JK(BC^&YP~xoYGP)($wt(Y1y_))YiRJO zgPlI#6gpkDNo@|-Jskz}L99vp;pZFaTP6w{1&Wb#dR8iT{g{*Q0wm&i8=tn~>6hCT zG%7Om#B=HP)QD68w`;~o>DI5n7k^V4yz-T0pnTdXJ6j(UEr3y4)zT9`L}LA^vprdt_j-o?LNrm45so1Nqj$NEspQ zPbM3LT0B)gvGt<6)P}KzX44y&>$H_*dVPKVk=3D~|D1fY3mFzt} zO=h&M29A)0O(+U(9G|c^tS2JMGEXa%5O6^nq2=9K(L^|5v@p7a_)?y?T{s$L8Akiq zgK1J~Q+f&$;)Nr*fbYD=Bh_Rpy}p1oRmSdfEbfnbEi06D+xMKDJ-9-7BKNFN%*%NXTc zfdQ#Yz2Cq;X%CG_O>HLmv5~90!wspSk^~vsFY>y#2)9%>_WO6K2VrYgHyYW#An&dZ zG>vgf!krP#!K9^Ib96nI8O0bTtiYjmHM5qHt-MkJ%3{+fS<^|ZD zQ_-fG#tJ#{v0b<(Z}3t%R_X5LE5c`(%-ryRLj?VHdkl*;5vDQWaF1H$NH{$FXwT^W z)1MUdY;a%lNbx%~)H>Qw4_?=>o*Tp?4N>h5$jH<#2>SidG$se@R5fSjWMl=tfbpAB zIoVvf*2r3c6sA>n#Cx}^cMaSw?gnt!+Q5=58=x|kehjmA%$m7}xQ+d@wRU!q0U?vp z0G`QmzWPoh!z|glhjUuDllz_S;mncC z9~`}B{UHR!`Stc6)@Lttp42z1cjqaT7#o6SD9$a7zb_tD{m&61-RT1wjs16nM~y7- z!~&gO;w>{)?LCQYyy>SlBH$??&?F=n^#u@@Ue@ZOgwha5qs=Sta>Lu&_fQrpjY=c# zleK}%^k4LsqoO|1F^@f1Toz;%w=TOWTMBN%)z;Q_9Su@+Q0YZnWy$0l}UrGhn>TE>)tDLxPA)0j)b@Nv0A0Xjj3L~pp zwkf;$aR=gQ@9Pg%-pS7^`O*3^89iD;fD$4HImGj|Qu@8Hwm9oRS=}~o?2tRh-aI-G z&|M={+>K$A&$^^)>dl~K!tCM4cJ`EpHg=x64$729d*9zJvQd7Ww{jnirIBXf70+N8 z?{8~iqb=uXM|9ipcSh+guuF=iO=i^UBO(fu4KmJ192rjv6{@9T4DHk?Mk;fP1#;Fr zNE;k}l9SS~(>dr8m+gC%5dN36GlGFKe606}DhgyHbw;g17(AcZ*q}Xb7UoJy5YLLi zijWHCB!0wnBpH~V>xN|BAe(L@5sHY_k8U=Yq2)~9~Gs+dr32P*+YwkWv z2yUOMUXMu@%_siS59$%|!<#8)H8ASq(rK8q4=L}8PmyAB+7O4ZulARgG4p=lFG=FR z;CY#&moL75II-y;JmyDy+#J8+$t;i@zG{Mn)8yhVYa*Z_)K!s4j!?V0-&TSOPBaB+ zEJw5s5W9_%#}5ad5Sf5EcK$AAUS<*!d>t@cyndUV_f1i zf%S^T^eF_*D;Z_)!}k&T)VfD{B>^pbOJ-7z6|*;T}IV&XN&43AfNH$X3@YmLN=j;S>|$&s?h<+PsVvO29WHr+Cqm*=0rS+#zBN8=kq)}&GM@iMp$fi6 zRzCbcw!<+O&$mCXO}3MwD%2=tp)(rAYu75BMng4ZuUI&TA_XeGswHO|+@G%fIv2gJ z&QO^UOOvb|E#J!1|vn_DkddPDI>=3Eoc z7#XWy{Lm$vWfbd6F9Y+^m^(vbMVw#T@|TCb?v zP&MgJTv0W5&*iO(H?CLKd%SznPT0QWh&iZnqQTc={&sD%XB6}mvkwPxS{U#cjwgw! zq#~=ST19IP>u@RpXz|t}MR67M zK;-Lsq@I-W!TCkK17SU~h5{OJey-R~T>Nn4^3WjUdVHQ)y9)`+bL)Xknu6tNfPp&o z3t^PvHI@wrjIdOLZCTed>XgIh?R>(yC!}cR883y+CIgNu56iD44sb*1h6nFcW_~Z` z)WWOP;no5oe6?m$`dbvAMXitFNKnNYDl5Cq!zmTvWT%U3B&!lKkQD(qzoM68tGBnW z-~4{tKkRfSyDH{<@$O5|pWUbrX1qIFmL}6~WyYGlmhzmTFG7m;!h$bqyX8dn0ihqs z<+P%QG_uWvh~Cz{M|Oq%BK5#0rdDz0D&nuOaPy zZLow<+$Y4&efW2`RbuY^P3d?L2TL*k?{&JzHf4}*uY{wK6KmLAG7IbNuSR|B83-oFW0`qh%Z%1L$h5 zUV7YQR*DO<1JagdnFr!9M=jM|l*H2S+pb#wKhDcI1M=0cFbjlH`OxJ3o!=@k(dzYr zYcu-kHPrK*=@q0$5DRC2;g1#lU#Qgx%(qTHdMt13?M1^B)kWal-^R}j57x4J6izH* z{w#5Sa{`-RQe{00yvhWf7+ya;fmDud(j)d*nfL>nTl3? z>~SQG?(Y5m-r1Hc@n*HY7Jmu>KlYz11-7ylg~zoqqQ9_1#7=(REj6uIG(SG(s|(-v z`LXu`brm#9&Un~1{k)o7=Y~}z@EcRgJ6nIe9n5{~pArJjr~>W2H3WC)t96XbOZxqFsme}|(O6#zNCyMO7^S#a;0)F$_= zL%^Q08c+SyK5cxPUpG$I)S=5LzlpF?Y?76p$AW~JY9qF$um*a>>1kFS;%?ix&W8Mk z?Kok#*<)pN%$s4mMnL;_A?E_|NP84D8n zta>HlTa-4cwpTF$zmCwq<>hIkcLU66rHHoE!ep9!PwFSsU<6{OO^Xj`Y|wB3Gui9x zI<*!iH5puOb@^VEE7Yn?!C}I))*dgJFR>istNeXrth!SPEZ)~JT6R^*oA*yny1T7= z@WUs+6Aawp<02g$#%OlZeTBD{ZvXN)61xv6Hg@#=nw~*B7SJ{+Z$#8T23qxBf>2zv zBS=fwZhC?&0zsy)M=g`Ex#5^=j5L~W3WX?JagltZzvpz^zS87T&TknwiISziH>5uv z@|s+#kkW?Fx^vFNnai^L9{G|u`d3EQF(Udw`<>H+uiD?<1uSC5^@&tX=sG8z(w;!7 z)cWwVH_vJ(bi7NhUMdTBW|0u}5=x-ws=C2Fnam^wnY^>kTi}FR&F`YlzbBqdJvfZg zdP;*Q={ov)e@g2v;Dw6@-sU%@g?P3l8>|rTJPjK;QP@cd!Cet&%QNLPtBR4xx_-}p z*?`{Tzw4>&h3xCq|29i#E*^JmW8A+RIQ5qT12Y|KGy;w+Dn>$C9Jby!@2HIl`pa6d z1gF=3qRA?DzHb`Bq64K2Qs+DqahyOLXvPV#h$ltsRA!3#47gAA8T9M(`!<8SH!ie}JF4ba+ z6@?;NN8LD;)ShDbf%r>6ECQm&{!r%EcMxM8gjhX4t;j8v?~9(Q>U0y_h*k>4U}9U3 z%Ahx|v(IC_74c%#h3sla6SqD30d-Xh`$ehO)p(jt=i?p012Lc^N^vbfB&SJmcL#u01p=w--}fp#{GiKx;nmCh#tbPn{$ z3x)fR!T$HjrN4O4*#$V=b5k+>LfP`+%ufGm;|9Yd@K2YM*fOp&*KA(KQpzrhNn7htK4OEko8X9mfT&|T?hfluscl=qP`79&+lpd7Gf(0FQxIEQCca8Ch9pgJr zMAl)c57C^V>Q)&Dct7P3vp8I!9yCd+&UO4{Wi7AP*{KJRfyT-p{3mKd4ij7z)8ZO{F>HtnY8)oW#oQjw@7UdH0uyCY@wXVHL!U=;| zP6Oxrf5U(Nq<0y*-%2I-OYMqNI3H44DB)VVzIQe@C$4t*-+qT6>c;c}E@ z?Xx|Y1`BdEkFYhBZr%7^-8_wl*fLCdWD{&om8;v%XBOlPlBqK@O#-9iIdkM`)X^!d z3_zB)^;}6>YL<#uz`sml4+D@`^0jHpxmrPwi zF3pCGUbv;UiIdD_y{o_w7=Hi>?kv}}Mi@^UONZ5MFHAij@C(Fkr6`47e#nim!Z?&c zSaefu&FDs8i|(>yW4{~mX15rQd59E|FZ9LP^4qYNe>g2vgNXFBCnpNuS5M8w5=}qk zCOzb)HQkZ{w6wrMeTU$ffi~s_38`A9qXyQ0|0ds4eiiLq{RKW)sYclI1A#PYe5A@{ zSPI}3aM)neD?&xFbeZG`<;kmYNwo}EyL`9cu`(ttBd^Xl;r=Xf5RAhC24%Eu5^w)I zo?vS#|3kHF_gL|D>FljhrO}Gu+1?p#?asYLiQ-s(*L?~N&UKf z>nrQTot>4BU{lMke)by0#fkzW>b?@>&v(GBs~m|%U9V&?JHT&jsR9ceZJm)NX}$Hu zfZBXfd{#f9Cvq4~FDfr5<|6iJ_dKxsh^h7lbM6O`*2AOF{4IE{^~fpPWyS^vDg#ma zS{IKVkHrn4OMPkjW@pc}kSNi$3RMpD&qUVRL0==;G~=!u)jMzb-1;#F9(sjVZuI^<0$g|06SL8c}a{Jz~XHk z`)@?znB^m?l09ub+15&u`C)WwUPd9h3%B|4lil1#CP`jbhVvNn@wP}&w0;ENM)C&; zd#_T#pewRAKbpnbGG}4X@{)xt&LtCM2=8|W+VP-8{CHPhDHsy?*gYb8hx8^IyB}HW z;WFz}D!>!i-g1^G_;VRu05+p}HHdNt0z=+F+~Ishl|GHLf|opl5CUR@=J!=hf*1{D zaabv&h|wFGWVn<(ug9T057S1pjPkUhJv&-|9@My&hu^q|G_SAAo9NoALy+cS5GHwU zdJ&^ZS&hn4wl-<*z&c$Z3<|iJ1N3a^Kg9W}{?XHI)4#d%USPk_u1v!940S?U3}&$Usiz zA!lH@|NQhgq-wwk8>+XG?(x2)B%#U$&*puMY=o1fy*cUINW8xDlrNssatR}@r@)u{ zk*`FH^+4P3m!~%xU2sl&!&|qN&uH{EIZE>j0tYizx|60|%DEGhJJLrc6d26fnt<|( zuZ}Y@RXdq$dfO?JMygExj>@0t%-c@6QnQlhYEp{XO$K@D1n&C%_0(xXfqUSI^U*ya6^&+W0eXGTt6O5gj z=wkN~8h5Y_#FjHBs!_U{d2ddk75gUh^fw~$6fC6MoeN)K4IDtFV#B=g$wN!Hbp4tN zz~<5&Ko_peDkinK`cU7$!G(7H^fINy_sVPL?H1zyJtqw9fBy!16W+clKMc73hJ72n1UOC% zIh={bPXL>JGGcg_`E`JEr}f9o?>DjXc|OKlvU%1a=dLe|pTEH~k63EXeE)Pg;Maf> z6A#W&cX56CsxZ%}R9*JlSHF^(E3F6Q2T-Dba=7(&A1Zpv@+)$f$NZ)9?|%Fv7qUk* zS0jlu35@l)m2j(oy!d($mgnk%Cbo6 z#okH#6;Apd8;B`atC(0elk&fB-thHzFlBhYe$AF9#xo%Qvu^L^5mcA(!fQ_Maci{t z^~k`X`gz0L#sE4ZLMUzl2Y2tf7Wq&Hz?LSe2f~#pdKijt>J~jfJQ90C=9RjMF2cXs z3F54+iQe3p(e1q!5lC0Ns=6IyJbd77r*CYi7qI28!*rt*+pX!6Kgj@Vls zK1O$Sd4t|ver^92{?f$G8A_7wQ|I2pQ}?)bL02nj91W#s_9 zE$n`RSH;$RYwZ&~WYi>zD4n|g;J1ebsSf(t0<@oRrC23om<1dna= z0FH)}UZU~h_QYcWwoHp=-i=2p35S@8cR`-xEp+{-zS$VPk&#P0t( z9~I;Y#pf0b++|2vIO|%^Oz+1GHZIMTv8AeOA0q)kAKGPseSUl9s};nbbxCll2Y-p% zymdw@xB~?K^aWr-Su0s&>71}v8XS~=q!N@IuE?HS=(kgpw(F4N15;%Xh1{6{dDUX9 zo@oUrY?~%Q3|_oi1WPd{ZTA*P*X1-DiWnOgWEoOV;~2awTI+br8ycvIK%`X~`(y}- z|N1rf?H}8|nXW28ujOW=*5jjv3~LeL-Jj~(r#`8vOe%+-!$W(;yQo0JKQEh5%I?|pgssoYSUeh*Ap2H$}*gt;Jbx#k@te} zM~bPL-q86MBY;I#fSIHpgWys0-uz0VsFZvK39gD^pAMj3RBcE)!lPzCnPusStf}0( zs%W)=9Uj^|Wz6--^tBU&m4l2quI<}6o1E>~5b$&Ka-y{t(5w+v*qxNupEUa%0*uTb z`WnjfFtcp<-DmpZHwYXGlWx500viu9+~I%8!X5``ce6JT=YHl@1dE4G5!RET1@G)* z7-ZuXeL$P^AW#9ss)UhhwTjVed2A*3jUVh70Rc4pz(VU7J*eJ;AnWaT z{D9_F-x^Hby!{$#mN%7MZZU2(hGC)BqM*?SNhO3x3&xh_rgqcx?^mT{efEt5fIPVD zIMc}_3l(1pOD0p9a#0=qnJYV;EIn@`AMUfmUJp%)Q;+`X+T_wlgL%}ov(-&l8@;IF z7g9ShJ3^#JK5E#P+`&HKwv9lf)VLj5Zf0>$fUJEP8n;;XBpH#1#6?gkGsCWw9lxq; zRG{a~I9Fh=r-r=5N@rLdGt=UltA5KxK|v*1^;$n8;*yP#p(|kRT8oGYJ!BYa-nKa90aFK$8cr+;|eWWd^!uy za|Y@23Mv5#+CG3B8*LevvOCaKlI46Lkv7g0eCQRm=RRsAYGx_8Gci!F%OwHiCbbCw zK`qtwg+kFKW(rrN0$sJ;9qkHH3yp~PnueMC6N{}`i3JQP^ul?9vrOF|hK~pn=pV~_ zssA&9P6##J{CcAj@$MthaJKVDH(ZP7GS}CvL^;n^8R_-_m9AU}?aXjt*Vp$Tk6+Eo z7hl6F?KS-yE=gXfeCXD$xSfLwqne8>g+$r%FK?KS4LFHnHEbt1`(k~e0-H`o(AJuu4A1g8Y{H} z?!}Te^O2fEQ~>dO*?u8x;DIS&HB*XSYVAAE6skBaFy+<8ZkoA5ECAxmU|X5PLFLdO zsO=(vB7=ekrqa!MRsM=Q`z9z`umt3pK8ix{2ZsLsSyRK*9lEJ(7fVfJGd-Drn8vux zu`{cI^h`(TnP!grViPh7b;7S_81og?8ewdIUDadj%?gS_sqf^=;m(;lGz{uOs9qXB z9l8o@aCz=Qh8x7LzgSs1?-Of5Iv|Up4fILjGqv>`B*NPv}YHH^u9|CwG@Z{Qjbj zUp)HzBV!I|@AjVW!NENUy9mOu-_-}7#ZYGY7(bK4BG#l0${ohHCc?Y2uuK#SuA^CE zyTCNn2odsti1~iqN8-79?U=rKwKzZYJV8ah@ic7f`R{9Ql-s%nkw}`N5{%3TV!)YQ z`<=i6)Og8INe7>lGcI)9rWmYJoY4a%U%Zs9OZu^~>)a_W2ZR5o8lI9Fhx}^|UgrIZ z{w^>7hIWF_k;PZERleO_ept3$_Fc;=o4;9&Gl(`=;y zvXU4LNB!yweQ71Da-7K1FDq65=8dLCa~2~&`0a&ft52J^CJAiyK_KN#*X)1s7JK;u z$9Qw9ps;g?Jpi}&%G&T3fo)?OMlxpJF?;?vCkSYVEzvJ%dfDOr{AOl#$TGx!$xP}5 z6MuY|{RWC|rx4HQhKL5U?sBoiVeU%8VBbp4XsPBepijED9-_5Tyrm@UMHtrm+V>ND z^rU=uTwtj^rT$EF>b-c>9S$rIEB}SA9B%x|B3VSoj*16ck=q4D55OzwnR#F>Y=PDq zM6djY&{LXKP_um8haJ$oA?@#NyWHGK!C*_$Qg%}t$2>=sCLQK5FXki}9uTm53Nz%# z%%(3SFM7u4YOW_8$S(i$UdcIdIx9NlK&ot-o56bH`L8<1*MkwpR3JB1%;I}$o2{qT zvBHq|F#8^tg)LEfH8>=_L3un=Rrq~67dZdr3=xj>bqXCs(k|JuE&wC?`18w$fP^<$ z_bY5F04TG*JZ0iJjR)Gb&_bj{`p$R`$9Aw_g6ao4a++%H_?OIuL6{fRXm5q-8=o9H zhx>;vK?><`-aB<6X`7WAQ{(kWbAykgWF2}|=iNeLc^*+9$R64@0)R|r20BDH*nC=U% zt42!x_+Y6+6B|>P3tIt!T{t2EJ5{F<5xkQIAIDdgmQ+LnKn-pYq<1{~ECou|#;Yyi zgxPf5jtgE33@dGX1xzOET;(&_z7cUPu{A~G7YxVomRi~Y^BUOj|$c>8^if#<8->=QbQ`5R(r^dr$4xp0={sic( zvz&P`X0GY;mS$KjJ(c5FoREMz_*8OS2NX>)ILIJEvva%c>~Ggi=VMMaGSq)6+XRFE zvGE<3?C{+@b#D(n zv59W^ro!ffhDY^_v;yej+rAx4ReknfN*Ni;*O5*faP;fs^p^An4lTQRJAQ2X1I37 zNHUxNX+n+LF{FYBJ)UUFbN9t>?+w^?I1AasGCZgJ!*4Z6pIcMt^JOk>s&W#()K}vXvrjI* zhYORkU<%UHBWe>Hg5TNYy#A&G!}x`fgosmM4xr&s$$26SP?&ktz+Ifp z2;5pb=OrIo?S1iUJg~mN`uRtNr(Zt&TmISq??VPq-~s7n+5j1pT&0RhS5z*YjMG$^ zhZv*Enob=o2e4c-en9-bhSe97@3BY==C7uXK$Rg>`9^qj9^PV zZY7({Rnr_REX8BWl-zBYOU9h=s$OGV0ubF;`dVBCyy-p8R5{Jl?`tATTk+o`>i-WU z#s9FmlOZyuxa(lI(eiTT8~E#7qKu#gzx}gP?aBJDE<}BwIGi>84I7eH9{xNI zvMq34QD4;$S8dT;5nnY8X0aJ_^D%E&G*E$F_V*IJI zsySvqRVtF9`WtBkQ6*v90s4_`9$_|fOCp!sP6`)GbdF3=p?ZjDU(NL+ z13Tr4{^~>?Z6p;X0&fyb#Sbu`v|OckR)~TVZ16a7!Y-}k@ExR#sY`QeUiy6w021*HYZMH|IeZ&eY6c{QbKps zf_VOM`EWV!*9#jpq#cFiK@HWIKp|Rn#NQfq+?Fb)J(q$$KONT zQ-GtJ>)FhnDwO4+MmhbR2H~1YJ>K~oZVsGcI9?>x!c2g#HT9UCwOp_zV$*~QU=m<} z`F<6*NXoUEB}ODGn8wC&F)+#{5ZGxEUV8nDQs%L>8*yZrb1HQaU&6$XmH)jWZvT1% znc{O?Y=f={eKmgk)te41_Z=yp)ARM?g6qFl-{lU^!akXC9k%bGVieIH%incRz7KuZ z1_kVV*9dA4K(&8&&*#&5R%#L6w??&x#xVY%wz4!mZe}NIoxnLZHl~wS`^PKoV!mWM z1+7Z4VoE7SAX(5luhgAR)%|@g>L9k%LHAF5a&7?v>2LVrg{XPKegz=8dJ5Yk0&t^n zKs&(N_X3Bc@_`yLVV=q&sCY=ZCxstZb48N}w98U{=i02I5sTNG)_ciW0+B)EDXUjf zn~arAf)8XBx70bP%e)TXx3il?4U-R2r&#Q9wPTW7cO5D2BRn*;RcIc!>Znl!3*v;C z3aBSZIloaj`=5~we&)aPDU4!a<)WY;`g_QnpJS^9E71*UegL{s9^`diBS)Ik?d z#*amh6E};opJhq}db4`R*S5J0B#;dYq>rXy9%DyGt4y5?VyJDNYSD9mntmQ0ogzvj z4PtcgQD--}G8bvLBrYOf#}cT_`6;G3Y+1F@DUqt?n>nv)xQPP|#vp*ok;3_?(jjR( zQO4=M9gYYJglOkQ5kA?H75xwR#biq)X{0z$A%dC^m{hGc$Zc=<8UHvF2^ zgW`$z*wWK+rhatdH1)C2D^C|Nt#_qem2AmV)s6a-tI8QFIs>&Pc}0Y}`zaw(wNwRQ z8^Oht-1RzZk%}MX<^TvII+{{x;OdZ$Dh9)aZuO>6IA(Hoq3SC2)v}f@YQ&}pmLfMh z8IK4K1d)GbIif+7=4iQcPRsTnz+6Egw>)(iu}-;?5Pc!9T^c~Q_DsLedPFNm{p>l9 zBQvIQp>md>d@RZRYufKi5JLEw=dMo_qG?2o~22?7Z0TJ8YjtqJeCNXpAz=W`&Frr#Xv69<&6+H~ydo1m%i0iXS zc`X}kF^#_r#a+#3a!E`LvzW+Jpl;HkSP2LyosI@eVYXA6duY$tQV_=Ygp6(A(L*26 zhf9Q*q4VZ7FoYTWpE7+%EY$OFCFNK<@4RJ57^hoBC;=N1248iXHz zE)F@5>%HFM^giEFZ$}RqvFowJ2&rA47mMBy#6Hf&p$q-dWOu&E7Q%SBqJ+ely|P%& zh^w=Tp`2ye??`T|@$>%f-m!C0e3bB_O0$eqh0RV&fd-hoTh2$Ao!xYHxukbcd%M48 zi{pdtx=#d9P)`(Y(PV~raFA9Dlzpk*Cs$uYUMY5SQ<~epIq!) z{fL6;tS1wZG~XDmnU!Ug8Q#|U!Cv2uo4HTZHLgi5SS84b%F^=Qz2a;*{rc{aKIZxi zeM?K%+OH{$L50L7J<8WH)82h>mTEXbkNb62wHQMR$MdZrAep2sX)Xf<7Y){%PK=@X zO+}26rgHYLrg5mLsj*P$D;1#jx`iKvG*k*`$)f`nKP1&0&w^o0G_mCBo%7;q5x`e(RO%!&;=wo5Pd}cso%GKAzMOsZ z>tIdg_JbDRJ)I{6w?r7gm!C{|vUG_1O;XBvJ!BRf7f&OjVlE9W&5r{D>HoR#Ku(o~^c_nyoPUs9vD z;kU@3_e#RCL?(F6sBc?O+yfJ$dTbw#Ff%|r4DJK0@p2h&>2~r`hM9oJnsN&L_f@Q| z&j5q5#M~?qbwbGxSRDGO^+Nk(2S~2_6Jq=70ndjA z{@=Cx|D87&TY6V3JR@`noE`aBLO95zGG1ro@i&q-$`y9c);7s!< zJKa#-KWc##drwSbI#c_k+cfAt9y+}xM0Q@LRryLTxhIv%biu(MzLQ-Tlq@`H6=US_ z>1v7WirA5sezVOeYP>{;u@KUMG`-v%{S-BT%hGI}xyMt#EfqLw3z&H|IDMAhP*Frp z9g@qX?`{}O>rF~NtEUxU$CO0fK%B?MCC#t3ks0isng=@rLae!0>%Ps=r#nyTI(`z8 zwii;~Hb4dyAY9_JpKrOqcQgQElgAXca+oP|{<)g0p7~OVIUpy*qyQC8mOfgd67&0v zJpd{jkDV-dI?aebCmH6Br&M)Jo1M}uwP2WEHo{e!0q8Z!rX+?dm?+%)YD7ZO2H$wJ zA`jK$ai&3eNDy%*whff-uC2clu8vfD#X(O~I;91M1*lg?TbR)1;@jV0It@l+N1CG- z1c(j+N)8&Q9Y(w=JO_QB7h?_84VI4q@NJWD^k%shz^IQxPmj8qyP#rl;$dvA;@#hI z0Q6X?s&#;6l;{Y@gWEW}aiKp!Xfp1&u$xq2z)ZNwqjsLHO9=t@-=Mnr?L9!u?YrNf zNc`4|NDzJN^6UH8OON%pS2YB?uYZ4kX=fCl_T@^5W+M$Ei*6=Qkm=snjNJ@OR(wJy$79HR|iHuol z(bUwueCS)ZyJE3@>WOSVEG*Vd+NBl-k!y8cfVDV1i!SCs#;By}^8jkhAITeu^%Mpw zXuZ@f_EvKbak>Lj5k!*QWVVbun@Ouh&x~Skfj&^XbBWhtIaEM;x*L{9FM*)uBV8fo z6b>znnvP?Cf2*q&mF1V14)s<(vro+n(Nx|&vpCI+#S3AP1G?o0k^R1Yc>7T`DjAIW zRt#bBjlH?^fADPnvqEYweAs8XC?NHC)OLTh^y}EL=iJ}~YNw`@oc{SaKJHj^~{Kv_@yyCJ1wXX?!d-(ENFBk4WwcBf*vd<{C6mS%l^uV|w zzl#~BZ18z1iA&Ia^;5I!x2mfwj5o67!t$Z2n-R!3Det5jNdi-H#_tq6C+;A67^uKV zoK?ntND9ou!uh3kw~4hxIQ08T{h19#?c%l%{gw1jF=sepNuE~x`}hAsMd1jycPv$~ zV7u1y`-jvFs0zNcck-E)S?`T(;fC%5@gAvzqlB zF0{<7M8R?ZTLBV*2|Yj&I@=>s4ca+G1G0rhQ-y6r2jXL2|L)sua zVQ_%NlJ`wBV0KUCp-8_NHDKpU4z(xf4lu*c&_yFk(uTK+LUuV)Iu6|ZA?WunO|mMC zm$?t%Z0Pve-hVlDq&GHx7Fi1Hf6lTJv1R8JN)hA+%Y5mmyq&L>m(LcLZxiq$Jwbts zjMsFn$=Dk0k(WmwofL$5532|hRzz&wAJDC*L-aM|Do);Mw=jfN8(EkbqOcPjy^3WB zGkX_7XMQ6*a*jpS{tUXQ2V^j%P(FzIp{aOYs;#?od=p{;h97cD$)5qY?7m%uK7IIu z(F(Fdhe17t`e1xpFCgwVbe;^NxJwYDK^k zcOzqo`>wVsikReBVVD+;i^4lq+86tqPql|jtenV$_uC(e%Iy6-Ili{#Z}o3V&?I?a zw`?ok5NLOd0f=$^9ZTQ<1z3BIqwx5YLqd***Xe4DYsL%G9G&E$ROfr`DF*m;?++7X z+zA^mvO9e9?Bgs@d%UzoSnx{@Suf1z;F%mj(r3yiR{F^ws*vBbHQC{#i~F3>VF{2b zk%oYhXvTo*SshZk+lf(aj5&b;thR6)43A(nA5~(-`D5(o6F&zI?ng8V;+)+)fV+GZiJZMSacTV_qaVPk5Z1PkdA0H<-Kyra03YU5w#TVe7zA6HWO0W-=} zsS8zJvqnEH5Db3QZ%@o8;P3`E&TAGHQPbeJc8(uYWn#c%bCR1d0SQFR4Hi+BvCcfX z2}-~NP=|?0_|vOCOIGgw+mB%4K@`RUzENtus0Sg>~;jBk}!@#RFt`xrze;8Oy5_<7}t@= zmP_om(C}qM_Dcew;It`Bm<0zC!6~73EzUv@1mDJYHf8L%iFc@eLf8?}Tiwd9?G6zh zjU{idP$|}1ez(;YMPN4KhWWoTK2q4SQQMv~$g;Tj&={>@W_aiJp9gl2MMMay*}-a@_buOia==7UVG&b2SEw1-j!7?urHdKC zPk3^-JEgkSsz?EOoSdwP$#+m>Y!-1MHLx9UDw|{uwp_Ym%`yxKA}v=gMxg5GZ0VzBg?qRLW3J z_20H3h!OOJ>S71B`YQyh>8F9X>l?p;4p?=W6l$KHi9D{OC`aymMjYlcq6wi2ZsgvI z7%>6?g-JaVOJzeO-jbbA39|qBL_9hSBB^fw^z^7F^cOPfvZ~3x_9+_fa`>^nNX`Mh z!92`ZQWH`avI#0m6ky_o4KLiuy&5yA05nND%$!MbnMf6EHU4~=BD6eO7|sl;)H8^T zM~4TQfhm#*NIe+PM-1L3`&ea6>U9Ri(Mi#NA@XyV`Kdvb&Vk8dS{F%_nk42uOqu$q ze|m?Q!pSg(BOq9i8-Z5HE2Y%VH4op)X)SXBrD1_PmY4njEqZQn;W(FQTAysz0FK8j zU}Z`}!&0SwrZGM-ehE3sQYjQB;1o za!b8rq^xFg_}uSNy&3iL(W>3##rfF;Lpq>+yq<_#d7@qsX@_Zda@ab%h1qd`e&skP zi4ajQg~K?z=+uM!r0x!!<6k#Ydzt~s$I?80KYyx1$E+Dsr&F({})5`{IC11_IvkZmKKjgWrSDjX+J1BzG<(%4`156{A%Wj zLluH7J#*UbKPz@>P9PoDasJnu&%Kw>FAylt$3bvBw)$H6-K>PQ@P*$RVkIGMe>M2) zhrZ-T1he`Q*GRvKiRhy%Mw(B?6Vp{aDojNIZYQaoK`a;UpZ<~+yg|Typ&a~92L?w= zkwZj@_^QbAK_2QZQ=L#c@Q3i5%g-$90zL=N$a)A)!o^Py1>XZ8JC=m_*K%1=E^l^3 z{Rd$=D&m8-OL>k>WR+}YMn8qU=nk3jE^Fs(m`#Ro2-nXqAF8g|55y;yCllxRr52J*wk85<$YK83 zX?P69aH<8wznO+-e_>ue6S@<9JwTG`xjgYM7Rz~cK(_Ml$2=36_%9! z#>h%}Xt$_w-r~%vPENTWAUi&NOh82}G?8rO#vl%^!f_YxHjN3UA_Yu?+;N#tNw*`$ zP&QBe0?U*PG&{mXFFHgKm6Q}oqs!q)N||z*9Z*)XQl3#|c=a9Zq%ctB@H31Qhl;#0 zto@?tLdHY#zRI;U{LM$&AU!zToM7;PT1W2L5&rKWva>G(qoteaWFRJTj{J(zXuwR| z+V5<-Zi|<1HSTJ0iuL|Y`$ooM34eColCy!Mo}f zy^fc}i=E`)#NsfqhE4$+4AqtY?>=q8Ov94c<4ANXuYkb{yy{NjIgpqVH(W?E|F`|9 zdf&opF;W_G4`Cg7(w5q`#`D(v<|S()nTjbQBV<$_W1ig*2hd!YvID6tpPp*9hzBV;1ETKH0=wH@pBzAg{-2IsG5(-Mw935n%} zTcOVo=|7l4d(c(q%poscpjr#18q!Lh&hU_HaTW#>SJF8}_vH~Q*TQ-AeOHyKb5&h# znfvm9()qA50U8+6a@LZ=GZ8VPEZJNnxH`h`gm|!8xYV8#Q`4*W+cmb~0<6{hFHS9v zrWMSC-7r!~Hgf^Dv)73;*45|>34#MmCfCLoW&~K^>9G#|D&#hLQNGV-(OHFZ7t&YH zZ)K&iaI@rLCCfB&rMcFr+8dAg@F|L$tUu#dZ528E8~Cg!=_9%-zOf~OsYJ+I9H~Ao zZs|r8kwy4NwJB(fw+^QnVsLAYd*z>6xYPuw0?S_&s|ubPl-jR<*@cM-hE9`HK3iQj2z*%ks~r4)um^wc~qn-Dh1|Nhx+S^m)4{hQ}7^x zO19Qc{OVjY%UWl!P*I2LwjA8s&a0QR$0`G!IfzaN?copih#Yvz2*oGDLooQ1T)Yy0v+;A@t-S??@toi*SVXQH$<$1#9mJR z{W*8%jQQeC*prSe@?P-ggH$@tDr5<%XYr?s!BPqCaqF8VTsRiYmiWE;2p6eiA~fXU z%fgR?HPWkh*Lo=yh>(_hO7D>L@70E`}KGw9j!fm7&k ziI?G5+P7>x9#HgANCzJn2$?bVL#*w0N*h0?QB3-A&5eBgu>O(OWwvrCCdJ4TML`Z| z1|%My0vDN$FlbG@L+h;60z?|>KQ9e1wy zBEq}$>O#$8ri+epm3d&GpcbZ5U=A2Cf(TW4Jgt$6TeMIPCiEXCfey#QJav41Lj?p= z(lSXrt@Z!yC4t042>2k+(b3UH$VHMOoZH43{bZ`Dn@!$`>X6_IUKF%FqbYXvHBn6c z9R;_yL%D9=A)mC}KB-e0mLxhkLV!(&c35vHRVt33GL8>|6DE8&Iu}L}eQSlU9)!k*pujZjCJj~g#K%#tE$WE11O5CgC z3MEH@l4e4H*nAmzSlxKW`Z1#}(V4(X)ZA9WEy+KpH>rMZiLf!2_iXSQB&mTwJd5cH z;L@?KRi|$>%#if_{i_gZ4e(hP*U;@a++0lT@AhSz=c?0U@zeQtPyW{YvikMQVA#rc@aJCfHz7>#)!`q8 zhqihQVG9LM--i~~y?LA+p1CUoI!pJ@>e8|jB%Mv8PO!ND)`-;IT5flOOF3H~MK)Y2 zYn*V`1c-53=Cz0sb5hVZzFU(@9Ui4OxJmTG{vI^eul(-q21THWzhbO11?pMIgfa|EmR}-61$5F~=5&&W+SwH zdD!gro1pO&s4P+XM2(=@lOp4M%N^4@`-~v}d%V%J{&F%nn&A_&s#`^3dDm3hAx4*| zFoI?b&(x9Kk&$H)dd2gosoUk1&Bpza{;~Y(x!AIivMLge0pwP!@q;9d=4Rdj{b5WM z@msd6H})x}Jc67?nVAyQ)l@DV{!{Vw_S-aPp2LMrL*;5NKjk+2b<5w74AZ?5%dYh* zZI}{HT^(Q;Lvut|A%|Rk31`dSBaZmSql#2&UFyvd9TnuO`(=_^4GIBiRXphe04k8?-rPV+wdV&Im zys9p(CMp=l6509#1`1&3tI^#mVvNW$hUuC26u77C{ZSAK__m!ViL z?PNH+*?X%Ji-*^{T!Pw`Jz%zNJ5SO8)%}eA)K~Ey=J&G`@W;;DRUH``JYeyeGm^Xi z^xBq_Dy{whZFL21{QUQm>Uw|s#dGNuo58mS6)G`wKeaaZckwBt6L~N}0Zwr_5bAbB zGL_J)k5Zw^S5{-G#5N{etls8JGyPg62dT+SGzXQ&>K15OaTk39aa?`0U3N}|agD9D zdAzV2@vzHiWx;A*N0Bld@}xQuF_>Txy0ktXs{jSByM;QahwF%HBt1-{RUh(HrH@Fs z+RUTwUNrirdL8V@GTCcJUnr9y0Ldy?3xD9PKMZ2#1?myaD@`nt+x9jzoH3?o2(R=t zD7)$RrJ|DoPDIf@g4aBAL;AD^6(rwkT$ov-yAD9HdXDCOT&RgEMJMf(_(vq<)1A34 zdYRMu9t=QrN*yZcW$)M11cSny>iAwc#s95~Jpa3@Ggm)15Av{Yg1&W2l#!Ru39Vay ziAT9E&iWmv_#X$J_I;OsRxi}065;gAp6KyiH{rHS+j&)^39}7>dfPcIE)|aa&T;=8!S&!% zWq}-1IA**bcr06HS>`6k1j>W0ASqFiiKIUGL{e+$%_e|IJ7o%>v*}k}J~2ZmYtKCS@P^Y+*BCW9G#@(!N4u z0icZCY#d)a+hOjMzAou`6g}Z>c73GeN7v&Cysm3l*h@rvVlHD`%z2bIKkyL^fL$8g z%qJbHs$#vt;(K#uBG=O`z^`S)q^%s)K!c3A7q7dVH6V}+E75nxA;1w1l?J{E;W8iv z1S7Y0N}^tX0$A3^S&vpskwafY3I&)4EpFLV^i|OW8%!w|$&-7#8j$KS^$TDVx4ACM zw2INkfTT9v&aml&**dv?&_sfOHkLn*Ac+In-2hV;V=?%!*sg%Yg&#FbS<;fRoavVCH zUY~vDl5m4o7iKnu30Bk|R_9(av-h$n`G)Jt)x-081W=)tLF5k{5BnxY(DT`?ak|4_ z5VrY&ka9l#v$TCq7DG^K#YX{KSMFSdLcRWl3>AjLs5qPHX_J?JX-blZA(4W7wp7A` zCYM7v1<7zR;&=RkbN;*EZ=Z%UC&)YL8!crepeUUfVO*^QlQit%?bu8IHctdHR0GMR zs#5*|yzlMU9+hc$mjE?{V>vt?TfmE2ziX%*cfWsaDWK=PGBpZ$$nScG!oI?Mbe3Ivw-vswgd|D`1?shK4dcJBy^t53tih3R-Lr8LaYA4Ml=N|7@VKU|0##kav+b~gV ziGSvp!yu*`%#XT)Q4z~udohKi9+Pte^xW()^f;uk%5D)X&*SCI<@T*@`WMyGnbLO8 ztoQu>!QG3e3^GGGVKsAAq>jq4jgJritu1_`X2MuUQGU%0-C*Q>MLYI21Ckl0>LSPtNcrL8rE=Fc6rxAHv^mGfd;FyBK9x2 zN-ZL2p)n5PWuwSaAB~;WszdMaKu(iS&&lXY_Su(%$5!0wa`Y?WRn4S2FCx^awO}-A z;VwsCm!{KHr8U$z3ri#K>-p~O3M4BBP}G@vGgARk84xv-f+dx_{Hw!3WHiw)1iXkse;d`E-v1rgv^bR`u(&~y*Qti+wlYu$7G?iAV^C_F19&c1) zyL_DT$4D$yLU`7gu`py9zTXZb( z(2qwX!3maoHj3%c&u{}XwAu+U5KxAx~z>_*^KG~UYc z=@4*k4{9DqVO!yF$k43duydi!WYTm%^u@HoQsADM2EV&XxmLqN1p2-bG|E5)eB+;Z z&x#Qq@MbXi%mre>4PD0do2-Kg zoqf}V=kzWQ+p>FJCl%UcWorlqqsVSHeQHSn2ao2hLeB7?BK|BB1vPV1>3{`4-^$2z zR4QR-9UC-GK79R`7tL=|ccqm6bNBHXW>CvI+sWo;sqgf26w#LiwO&56##2e3K+n($ zZM>AA?@*X-LIGx8l$+-`$jf{X6gN%9^|mRO9O`!X#kqHYAkmut=udM0eU87oY8 z2LJ)He|LzcdO6j=UE1=#>lfO*@|5|TfRxQ`-roIU^G11sRjo6^v*%`~YRxJUUekK!+uN4dN zhiiTxieo&rejaZ0(KZYg+G1@U3MnvbOx;h|rWuBWVa1GUZYeeR7WN8%CEZ^7+^{7@ z_r@Q?hw`(ImV%T^!csS^%DV02^1ujpj<_8}_x*vpk+_^Za1!$5_!Pd>w~y54x&cry zzs%7q_&GkH^^)&IpFS2sl5pIR#vi43(!-U5%>oP(b8DA}Devn}+Ckoy+A*0R^&R=e zoHap^0do%Gmo7XX4B5JRgt|>&4237BB();D<_5!h6ux^hVsYTsz9=DiNK#O{)aU6E zjjWEN!3&>SZf?v!{U+GfoH$HSkfd2aM>SiO*brE<0*q81B(LUv?6yn&abVG}gSTq{ zF>q=mP6-nO%S-^8sbWi+*7~Uq<4f>>*EW7p2%#PcW1+3G_jG+#DM)=6UObC+>wIwz zlr8lFyH)!p7<6fdo`Et0$s;XpRPs2PjjL+HH7-i^*87lK0^T1B`OW<(ft<=a91l`z zEMI3A1$uyGn@E(#2X+p_&LmidVg-~NDvT)d)-~G7u6>aD5P;MXeKa66C<=w;zRfS* zEv&FTX_BI)Y#a5xAYK!o;G=+AFXbZ15-Q?RA94u;0fFxU8XCDj=l4!-=?>TqR{K3C zyBWUoq~On_$9J(x>+oj`CvWZlp4Wa|YE(fgM42%U8K}m63ug6~nyz!eHMI$se?$}+ zL8Zjq2nz8j#pj1iebHAHn1>~p$O@cbT7!p`;k1%)fV->odjy0@^ zdB46ROa?<>@z(QVWU@X<1{*9u6`)coVb^L&l!{X=ja+8dieSHze&6llD=k)Wr!!IC zRPfRtSwh9pi`XLdty8fk<{Fw6zEIt#TF5-WNOmsuHBdsD%R27N3zMjDIOo5z(2Pi6 zn(N)zsEFBp_J6>$1j2gZXtax1^Va~G2JG^*Tj48@j<4ydo;}~S^QFshi2M!`^^;V> zuN?4b&orMCxZ~L)qroqw1~EkVipML<8uoqH=z__FU&>3$KDibV?8WZ^8rs^1S$at* z1G_x8Jk}n|M>hIxMj;V3o+iaK={&X52c%h6y@BF(NYeijXtAHJ#UpO}pn{-M2R}4j z09CO$35q~7c@CE~=}JLowDy9bKV1orj&~NG`c23g`flf7q`necx#hSIL%p038AqrI z|0D16&C}ua{zPthmXo~gsc(=1y;n}gHk=22INlIsolEPHpkcTdsyjRKYwH zt`OxP>*>GctV}mWpsy^XWhRnJ#5wQ-@`thJxt*7)Swq^<7NV!|eX$vM)-2UqC9Jkm zzpg36pk30gOz#~IDAXi@)((+GCRFpO46IzlzpT_YmYFkIjAp|3cm*fx=*y2mP^amv z5A;h+*y&Oj1G*g*$6zAc&iC&1K?{v6*TET+If#vAYh3jp=;g^mWl4A0rnVY|N7;-$ zMdWie$7bPD6R1j}RK{UHgV3^Ur{=hTJhxLusm2Xy-=J>taux;y)*KU51H~HNEP~^IE`S|ct=$^@o*pFfyLJ?kyT?>ngb+o>Fyz4Rftjdq) zsEBmc?{a>69e1x%7;polREm5(KlP*Y*^d*fq54Thm=(lOr6;d@sXV&mrw`dhh+v-A z0~U@K@R!kZCUS6BuAPXHdH%9so>!%;s-+sRFAVgEUZp<8{yF*-f&a(WTSqk+|NZ}? z$LJ0j!T_lO0|6h9W{hj-J&i%db zvp@IW&b8}xU9b1^`FIF$Gtvwvz;jN9P0>8{W@KvW)MbW?IFY&?-m_8i+c;?w z4D)>IeLL=BHE4Lbv$rx&fSR=}QQKS~FRvOMRsoo#p*GT=#@G0jF8{fYb!IM!e=;-* z9Wm84DSt9}1T(7~#Ct!eFTD@m^|&>^WBE&s%CZ+@9AAKV;EVW47 zE3qHuzQD)340SvT)B6q9m+otejwR(n?&IHzg*aLeJVqe@at=p;(M5jc?NIr2U?8ok z3pG;Eh}rFY5Y5%aC+Ts{m)aa|rixoT6jRMJNX)FZSeE3SpE<(w@}R-VzjsLLEsK#>!R8?6LQw3g@*#$z@`Oq`$py49@Fpet`9|XwhTpnIL0&{c*TY zFfJSB*xc*Fg~=12oVU2i6CX9pF2ctxrP7-acKK7t|Bbi;*h7m({MPw3Cb=3fXse`5 zkE3ZwfWy--HMy9JLNb8t3tC?XjBuRJ=;i~1?@G6l&-jIbDIoPet>9 zTCoLGtdf6j9cmXL(wxv;oL|n*PB~NL{z`-)6||HR^dQwDVi~V9!%XMD{fiY#-NDQ*<*eNs}MQ>+nPE}+;bCo8xCHa;4K47T2!*so*-r0|Hhlk z#MYUWjLdXjRwSQ%T%>sE-r;X)mP0oC`P)a-*bj&1X^)EcDbdoHHUDR%y`NjehL%N{ zPL@!P)O{aIgk+8lx($n@%#(^ej<$ex@ z{UkNWO~5E=`}Bi?Js_Sxi!uTWf7T|KINzW7_5xckxgjU4E8u}~6cOcJjks9Sx=*wW zZ<*|SNo;xeuTQ`?6%w*B-FjYn9|?T)$7WsnZ)3{R<15s2EVLf70x&G4=y*5!6|_b= zF&()s0ZW)NehmBD*&-u?hVx7jh8A-rTIT*B1106JBgKlDE|0yp#vt*FV@AFswB+bV zCZsGDNrwQlKmk^xSW!jPv9e~SeE&C+W?feaIwEuj_S-B54yME_U=@vKE7x{8%fQ?- z%OFV#JpPR8IRh7)j-%%?PpLmEbQOC1A^Y-$`F^?z7eb5GaLlRhk5dCv7JP?wA0l`Q zFM4u-S*-HOQ-x4qMHOP*#*_K`NJafndvDMztwJuGF&*_RmiCH?_@>wPq_LV4BTtJP zSR(=A2ICG#sK&7@VigBpNq$WKTh~w!{LIJcp2Ib1)4RTHw-rZbIa*=7`-TKSA$@VH zvhgjs6T-Niz(S$Q7}BcCMWzX*x1^qBK*pM0Z`l~^ENnq|_IjY+ysBLGBATMZKX7K%__D39&#^jxfAqHlNM zp`Y5Wim@tL!R9m=<~}cfI06T(E0j?B;^ryI$Tr;vri!PadEN?5RiMu({GN0j-KBIO zu^lzJ@T;8(K;Dz*H-a_fF(oxsEzTlhLb-+Jo?Y=kXN0A9c5B%Xf{~0bEUJ6qzT)$O z{DeM}wbN(hL(;*@Oot3*)dh`gkq+;7!sv@2Z1KJaWcHFJSNnZc$nZF(8QtK+^)s=nqpCza8{FC>VE4P0hL%>nfwkndVH6$e| zn+Jni@dTLy9Y&cplG@9g1;WSEHj<2~*8Gm)+0s2rQtB+qEH`1``}?&g+?qy+%5y(A zPsY^B%dnvsqnOrKF;#_EC-X1KFfrI;rq?lDMFvtKS;j^o!|lS;(f(IF6gl$d7&!^Qv|Is>25#L7n7<1jgAC6tT0HBCi1I=g50#J5L>?#pWaQ-$s2`q({GpCae!Cq>MDZf^oB>BhrJ(A&h8tIRJPq*MEwd_h`b;ylu@P25rSZJ%LH*s&)9ma|mc5|8KSpUw zOG|%#O?Q)G*j=LKD~_}FRRTipl9wza_7WzJU>}pg(wgmNw_=^HzZSJrL!cM3(X^>> z{;Ftpa1bv!rjv&DEz>WaPKX!YzL&fCak_NK_kQP>I1*!!E;SFJ5oLb#w-Elv zE8Gu`OeCjFj5`NtXOy8ir%^gm;Szcd@Sa1_*6}L`!PUI7e?zozO5hXoU#i!wKOgiS zzu15CRI=T5B)GZv)2+dReOa7)ZdSMdkU7@(t8k5xd~qIjjgzZ69NS_EyuETh?IYjve?_k!A%z}Kpf>4{ zqG-5tQ3QD_CF_*o665R`#+FR8mP{;#$7ajoFlJ~>N$>bM=OxfZ71Oz^WY+{xfRnHjkOMBL zi_vVk%_I3(0&=H6^V#JJ5R6IHgXjsK@fF4#OTk~Wi^V=u9s{~HrkM`V#LydSZI|E> zT0&u@-ugcDFr(78t|-E@F9XO?%2vD737hjvd&i7=x@e!@{F0L*;*T}BRW%qMN7qe6 zsBTh;{NK4b5>7^^_~>5x@Nml{N|M1nYCixirn z^D2Ox=+zfG{(&ut%m%l?1ET3X*>N-8L~JS?6py8Y@N=L>^9w%gQl`%0XaQzHp4Wf`;}`%RhVb6hKZFbNI(PAFB-=M5w9ACTh7X86<6e#-J{M_v_O39<^nRz zSIP?Z&cZg|;9(J8IUm%Hu;Hfx1w!rZ7NX<@397#8O_QW!lDChJ&UCq4ZI3?JPCl>y zqC3Uxo)!M=!R(?EQTd^;E>BC$yAg^%*e-ALN1aXn99luk9;Y&tZ?JE54uwi-Dmhsl zwSLqiaFNScoc=|Lt-gwiGv%b)g@L7!BHil^O@XGq%aErD5MwN`EtK~q&%T!d4l3w( zxXPq)6Q2;z>Swy1LZ}Us!2I%XCP6pRu&9BiN-qH3Jy$tYq5gQ^mn%BT#$ z5Y?2zi(JY#>EvlGbCd@@B4jETaXN{J=%o4juD1ea|J=ki*_FJ`ru5k30vqg=jLqWQub6n!-Eqo1pOMR zei|JQh-7*z(^6VEG##N6E0b(<;5qP!B_N4w;4rb=JLo+wp(1}5e@`M{Ujc#b${EQ( z2KC7CDiw*nDM*4f;_8tIjJcDBfZ8{p=Em|=tFsuVM=46w3VJ*??-q?n&F07U;ba+- z2&m=fi*yd|`L&-zLbDBc8{SA;Mp;J|P52ZEfwTn!fsaTvZ=u8ec-^@=NZRn#_;C{A z$}E1aeit6lTL{R7_SGknpAr^S%;~*IZkLvLbZP>!D)9v&@0NWW4CQyJ1LVv9Fv;W1 zRYg%YKKY#@EhL7M(V#UmS+>B&nqEUGgfoZgMKekjk(W$tp!u8<|La1(=r56Ig}9Q$ z!JV|^#Zp=usyC!C73PM6qqqnn0ams1!N~Q+T4XYy?18cE6V(l711|b4&S?hj;2#%s zOBDuGXjwu`oeJHA;}RBlApHKl$4b-Q{qM`M&R?YrKeVb-UI-?Ja`L32KR>}g*!avL zC#(sU16`W1^R}L-M%?0eP_v2UngOa}VeXLapU988$&l!2%YjEf9dvki1+(4^ ze%dJa;8!0=@-9)GP-l;#GcF<(>%=XZGjf-?%8`C|W)6)ptgO^0YJS!%_F?%_w=BJQ z!0BUZEz{Ouo;^ML86|HEG-`(@pID_9(N_1k_rhivx2G$y7Enm4lj>K+_ zQrfg%cKsnw(dP6!4x4^_@=ILnWf$_L6oVr9rwAL$X&%Dz_5SEcoCf=L=ZkIaMEN#n zk!9=k!RErl-Tnl4-g9n2Bg>fMk!d{mudWG`C0_Xc+;HKJJ3_U&RvLeG(~d156R3)MaVGCVkKVIGOc<8Ef^G^kCNc(IkPbXSlb;>a^eKCsCq(cGPY6n@ zi{cK`P2T}+8GA*$mDlveOA@8FCoBjMRZ|9nf3>1q8jh;lUL~kk1qhS&yl98>7kf(O z&aftZ(~d2`>_gMHorHmoy}1bomD#O{v`KDM22JtoqQme`JFYS1UKe=P?a>3c)6=5{ z#wsX+XLM&|n1fJ=XE6Tw^Cz5O}W&JT8(&T#(a^j`Y{+aCK5CjrYmT*CtzcAC@l zZ*&bl7p`Uxz=hHQz^-2&W`rI$j+Q;K0zX8Ds;gv{Xwqo6j_3*E^Xp6Dq+6(ISoN0V znvj+Z>R{pB<~#){%=fbWv)*>Ie7VLw`i1rmwA^sHejGzjMdow!xTRPlpWR&E&);!P z9`|7*nQ`k}9vPhB3zXcfuj5pe+NEk)=x7SE_wk3EY>IGa(!=o|Y-SZBc^}v?j2U!7 z+4*A~RuduY2GGaF>hOky;*wG}6Dr~z*>>E_k13?XEKcwJlBK2bsb3%mi2pH$y3E;PT)9Tjmt6>;G`t*VZP^fgO(wZ4XvU z@?E4@_t$>7cO1KS-|YLl034}FL&fT75Gb>%WQ$LRPIqktN1l!Chtl-kqE&PohL*lC zvnmcEQ%qvrpk$HccZr*h5!>qMfe#jJM)X>-aCJMogr)CC__((Jw1U6m_exdl^2ckf z8|d`*o|M8=(UYY@3inpZ`Sd*PwbFcu;i9pie)LAbLkgL*{`=#0AMv~EjeqaPN~H@5 ztWJ8auDM2E5>YV2W;pWsS(#Z-`esEX&mzrEg$hO|W)~~grN{Rh&Y~3}Xqxr%K@DSL z;Y$83nKejmo{<3xyi6T8A!xFG>IA7;N0>!p>)D?gS75aj!|>KgZuH%?HH zn(Ps4NTa!MA+?5zfSjL>G1V+RTnj2Wfql9;V`dBp|CmrcllY6NHa{y?ZJ`mxNm7Wd zE}*o!knIKUuh02A%y`c-Gdx+UC4(~JGz?UF&7+RKGW1iDs=+;#;)rU9q5vUAih;V? zDdaebbNbe`BGh^jut%%uUrBhgcs`3We1C@7+csn~iq6ChFwzGB<=|b|mI>k&Z z7ysZ`rx5?e%_QMlH6MV~V1Kb9udX)3g2p>L&jgbqT7}z+!K)gkMb2fP@@FZ;$|IAt z_Qw;^>FLUYb0YNF7B1_1Tov+LAxb=KVUJu}fFWUlG}a6oqGjs-{q+!Cd9Unh5|MWta{ zRRwy;4Q?x5R4VX5s1@5iHqz5%3qluH*nQf2^yE2{myIALb%Ci#j?S)& z$5_Bb=Bi6}uV)K(6co4JY84Ml+ME#;XctKB@ue28fO)dXSzD_Xf}K-k36U8E1o9K+ zjAZN!!PM~F05=#swMa4SjYtU8LqPwC=I!jF(;|k*-N%Jp_*OWAQj5%iKb#N5K9G8} z^Kqm$H0n0jZVSmyWmF`wU1XB%!6X)98IPAZQ9EvbUi}Rw5rl*{o3)sO4xKYa{;*6H znlw~Yi6@%2`c5?=?;Fw6f_j;>BLXmhjC&oTs%^xXk7=Nal(4a*W6tw`o0I2v^#adV z(W`&mo{5We=M*e0l6x4re`<$PdelC7}>81=@`zx;Kt@vyzXQ^H@j z>C~36!N|r#)uF`*7igV;-!SCT_WYk+O}3SaNMO++aA4z$%P7$#No2uBg>B+cB257Y zzBeWnTcg?UXH1tSO}mBS-(6_vLNk78({~;#U0EJ`lGL+7Gl2gg1F81@&a3}sq*b21 zx%tt7;m3R6zukAC+YfD}l!8od>Q7j-^Pk=avzjd$3KOx)Js#DJq=aT#T5we@t)%FwU3bda1t~X_bVGQ&!r9 zGtDucOZZ_T>`uc#W%DlpU*XNJHc|nz2XT`cPM|#lFx!+!V#lEnReP}5mS>lN6zn@c z0Tlua3=1H^gsG46h}CcLMXKVki+xN(%wJUk7(~uAQW;oLD_oJ?o&9c14JcTAD!4D5 z`t*>#d8VQy@wJS9h~*h#7ZTO0N&LZCe>P)K;G4^GcyrUxWOV(0e;sUO&U)!tTSOrp zLoGf>iGr&6N?H+~5Q~*aM4H7zLV1G33tXRsB)AW!E5P1MS%l0_1G{1mthG~CQnutW z5Y%Ue6`XBDqSCr0#lWnTa^h;#-AFenNO}}yrs&2C3zzMy>heW<@k|XMw)I#G1kh%wOBLz!6}aL$JIW6uGvM#U`3Yx!=5n#I@p`rbxLw$wT;2JZO0hjc#UAW zccMaX4J|W%6-DhcGw5d-&T|tWgJ;eo(h6rS4}Xii81X+!vean=el;s|DPDLB>_jM- zn9tk(V6+gsKXWOTQ~o)xEZIb<)>qvWhUURFyc;bT@S~Z{t4FqEC|U=9eL4U+6SPELt1c8S!@P!TZb< zBwz4t-7V`sq~9`q54)vyR`ZN%`Ens*a)!XS#~u;$?W&hM<@o(-YkR5{BFYOkC9r-X zUHUq$JL8<~yDPA-wd9x{UHyT)CP#KNDr|N)+I)qV9niUMrfv6F1rd4M->qzOI25=4 z`T9Rmg#QKtO5$%gzdQXY&eo2_RlW_G>2+vtYFvHd?w`yeE+Soa)S|W4bb9=eA2uCH`ix@9!Q$Bol;#@$*~N$5-_r0(fn4;U2&5KPCIZ zf4aF5vh`=h?Ph;F=~umD^X7C?%Kc5+j-2!l`;|>j;WKR5UCN`#dyY~YqYggf2=G6| z=K&?Uj44}1OjE1laPZzp^{bHKVA6TJj{)n{CYA-k8O(U3VM~f1!L~|9DrA5rJ(e6K zLXHMzwX9QF8!1>Bk&g4pqnMo+X9i)fpp7SEb-iHZA4p_`P9T`qRCv+sSt?+)^hFwo zH_xq@i5Pq|P~5@n%|)0wUW`Mm#s~!jPJVI~S5bCq-e@6viwfD%~wL`2pA)f%yb(?G+BEHYZsy9epNc8XG?0{*btVh?e6= zON&mxK8h`;hgHf8IeSo$Et6d5(V1r$_~PpnR237-SdpSt#`n$I6yAo!$RK8)Fmcq2ab+?>QTNI*YbcQF&=;uHe|4lHFRP!_+QBCo-f%8i3D zTNOQpo=Kg_axbPD`LV^!>O?3DbLeecH1)g9vp!Qi8*>)7|D{$X3+-pA94s?e@dB0f zptf~^P<-tDF1`GeW^st%Qw{pS1y^Nw4!gg`wz7F+{7dCzv^E# z*hG|&Q$l2+z_(trXDWBOS~HVzAv167NqkzZJ698unxb0H2bSx%+}*Y9+r%H_w^x0! zmvU=SShL$Y*g&A?W52Sh=2!YfXK^Ah>;$B4X(>}}K9@@LKj^3De4xy0sg+edmh(5TNi*SvksH^%mt342Z zJ%^K0Zzhwh#;i&Tu^F-jTAGJR-J;apAuM$$Pd=fyiKxNwqPceJU(9f0-MXqGEEa~v z6^FU>4I;z{t&s$HQS!B_jXd5P$_ps~{KoChbyYhr#%D#(6u^^o2jQNL4F;Bjag8YB zt7r~sgXJpD67rQ=yUZs$)cE2VC{7#U3%W^$pit9dogQOP$WpuZE`Naj@$~Lu(P$Lm zRI2O8h3#QdO}w8DoZ?JDZi@;^M>@1o6>N*@M2vWR`Q9lL2AL&pK#Bl_{^18Cv^{-} zJray2hcUF{lQ=Fs$ogFcP4sA{IZ*zPo?2;Kd|8|n=CYXB+^p|@8LdETGp6$%EbV{1 z+B$if+CWo3@Jt>5qBkrnft~qEfG~uyb-VQ7(%Us7bcHUNRHavz#kk?%=WltK>b12# z3%^!5!xKc1+G{sP-IYakUn5t#S{^FwEQ@9U8-%EeU{r1Bci;^ni1 z))7B0iJ|pAXY+B61{RqM5OS4bjqbmw0mroujeS2vrNzI78{LBjsaOTnRJ^JZ*^jgy zCUO86vBCElA%XpBm)XTlP)P%SXlGotErHFv@NgPuNUMQ$jyfO7?1;;Uy~zl@qfSFJ z`y%{B!vAFgVplgOA7$-Hnkih`U}gs0Rc2-l4n!@lS80+&R=;-iw-~iCtOdEJF;_X~ zwQ)1=;ii1{a9UukdTu7Vn~ygX;UdM(K{ZwpNoi%)_J^6f5>}U3EUnGf!eEO@;!|8U zmcsk$HAx_u?eF4sG9AN$7pE|1LV~9))tT_akVx0*0^epffYi*)tlQ|ztB$+BcMS8c zKivGUe%zg|*kWT>1%$HqXNv#Kf9%gw=l!k6p^Zsh|iz#{QY&b4v`Gpcev_; zF;0||g;0gvciTufe-9#5`q)ltZU=ua3*I{&commC)3`2Rsu-N74jFe)sAxvm|GidX zTv3?FjV5dlEWWlN41%)Q;}2QHDg#HnrfIcD)zSe`zRabsIo-fY+zjZr=%j?u-3gmN z`!6TuC)=-ww24{$QJpCI=|xU>L?yMfwpOKpGF3R8>ZsNBwQ1Enb##%{PW1uXl4n&_ zvOFlka3AJ-V?H(lDT>t>lBnpP>6%mQiG#5SS@lA#6if!CEuMI(M;S70`TfczSq!TI zih2t3)m^&*JB_0bT+66G$Z=#sb3V~vE|mA$t}#O3d^jv!fFJ~h)t9}>=vKOi2x_Zf z>cqAy_bT2Pa{DI~jbIj1bH?#L$YZZHrrM{(%-aaMJ!RiX;K8}q;`6S`3nzX2G0`1i zu>LGBzQZ%GW?Mcnbo2ZsN2>QChZ!5{0jkJq$XkZD)P4&;G6}G<1K>_+3(bSQOyCZ0l$y_FW^8EM1cq0{|)7uXL zl?(B1)2Y5==w`MNSHM~s7)sQ<=*Ci$%X$F0!&A@|Y#dZd-R^rOr?C=ljXNTc_i@)@ zc1CZCY;Ib^nRimYOo&@X*nyEdN^GI3r&^3nVS;^Y1eZQe*>(%jCTq3l&UB^ZDI7K2 zN;FIgZ=w{clpN{$pKDalQv&z%o7TT~R(EL@y3KlPZR`Hw(#@vF5@u?WsrRIVa zCikne+hij5Xhw-udG`$eA^*i2^E(H#TCJIiP;N3J)_jN*g(q$4WzOqJMFx^l|6O2` z6rX3go`j+l^eS~?diF1gCY`i(E;*Anvw1&|jWr!SCt$G9Mdv&Bt%L#nIBckBfdxpA z-ZZ?GIigV^w|a@ihknv{x&Py?zVDy;-Im);b?15brp#HwtNRfwK{hMs-`_vUf2O@d zvo(Q|QaPPcrKze9$QCA&VMSocsQG*@;ODRGr2s|EH%-3AHb!%0>Gk#Bs6fLNnPFeeT<%954J#E5H~g;)c{myeTl2T{F~^@@z-*q~bCeQ8 zM&eauWjPI|*~*{MEl^ZJSSQ`|qr`wze!wyQw`r14%X;OJ8ez;jfmlG#Slbtt$-IET z{1{VYqKEJdN4!tX5>bM}Lt>mj-wdRb$4~{Gv_q#cW6UzKAyfOZlCZRQ3Ja@z<`~Uj zmq@2!uD4p%b)vb{BkZ`lZyBeerU+8uRp0?(f;&-I+n;htEY^ro&PA65rYJcmGx>pH zR(m@N;$g9_bDE6MaJ4iKS7OgZwbQy73}x=L0H9TGrFHrJ3@)BB}Ax8Qj(L;zih zWRcRWPzZXqBb8Ii;FfcMKO%R2$O81&o<~}nnEETpmCItr0B1^fT#hiH%|BZww=##J07&HYbtssK!KV1txv^{nXN>CFi!j+?4m|wVvhfDD=HB9_>hP} zHf>#89j#nVA*3oN_}FTx&VnWvX&>cKw3!~$s7~cgl|UL{_CPl>ErXoPrm~p;m22La zI&8!D{@*R_2DWl7ecH40#8W0l6t%+zQLTpS7(wi(7_c2HlDu-2fldGon^@QcJd7G` z(?Sqa^u|6TVUw%jrORLSJozZ}WL^EYy0Hz=Fwz>w)Hx(Qb%BR7dP{R>|eyqB5_K?sHmFF zd}{IX;UO|*njKk5g-%+oftcl)xxzu4&PAi3`-#B>`?_zTTJCF*ZmF)C&}pXs%Z^2c z?}6^ee{PCHq`jqUwC2g}rF|BA?=Lh+pUIpLr*WwEw677BY)+K0^mSax=SqjP7@+vl*aZ^@f0HY}%g&T1 ze2UHQ^KqEY;|OJ~s=tA0EG-I@Z1d0t!OVA~=?$zXkjWEAF-y8y5))K>e)Xh1zF`C+ z_7xqd!gm`L$Htsi?|+v&0DV8($s?vJTv3R=Qb&~03-Z41VU$>kyEAZg&GGzFH< zgwv)mNRxJpOw=u$J-ZgNvKQurkZ~IDxYP!hBAQLD9inKJoA90BshnBtAsEQbwePG~ z{G55tW`*<-lkH-ZOzTA+%IE^1<=S~N_ZRPAZGzylKuitJqQ7HaH?T*E^fMgn?*O#E?-@6m-|E-gF@^hZo@?_*gg95a&4Jrz-Z8qzd+VKF zkCS4+&DEZBs-=%oQG=ZmgSGMz@#KZG#G651XnAN!sBv#EN`pSyoTw22&>f;|B|281 z^UEe}ptw-b0I)=TyDD);fU}fG2;qqO;XB6$f#DRRC<){UF&!vqMeE)|}|D>;zp6${cZodYIVO z?P9Vw5sEfhsK@ix;d4E|=tl5Ccp9z)IMXibN+-@WL&iuYpPE-;n~Ba4*tuWLXDuZf zR+$p_`*!5{t4@YaGd&0Kr-Q6GQOaAuPua?BQK0S1cx9KTRLhKMJaLq8ThGbq2tD4o z%C;;10=3;q4Rb-}(8+O5mt*r^O(+@-`voRrF}6;XoMDl(S=Bf4nKStEkz)c=^#9Tx-mTf4@=mV)##SGAOKc?P=vg1|gnq-JAB2Ak?KGaH(8 zbyqo^(l8^Fq6QrSl7}|^fx>lj@?639*wxdsgr29Rt^j`%PtFHwZzdv0x5hZsp!DfV z86-j5ZRXg_9ZmzgusWwTi&nfczoDET4kn8rbJhVTlDxpM%)9b|RTbOHwR5Diwcef~ zMhmZBF?~iSJ$NgHmyXX!%q}CWll#z(e?xp2ZT@hTx$6 zVkqFhqB@=br-7M%>?;nvtNd2|rB~%m-{%eY>3(smsTilzwvd6fVE3S#0qhekX8E|} zwja=@oY#uMO$>QF+Ga~c>UJ|~&e(Z2QZwY#z3W8eI6TB)EJ2@t6OeOIGRvO>&X?{9 zF&_;lqod9hp0PFiZlmhoe-=>~Y50&m2ur}kWp`GIR+1uzVgD<2$;P;q=|egH2I8eY zZAQF%H&ylu7;JqrlNK9#zn${uTk}7;vZ`%WLDlUvr>nq+0s8xH@{#j#h5ZKdULCv2 zB}i___BGcYTS*vS7!5H=*e#_>bFX}2e{{^k=z-yDg0P`PNR)8qws>DZ<9htQ{NAd$ zExoph3oO{eK!Q4o&Zjq>e)EC%>^b(IW_zol?u&3^$&7FVQzZ>nG*luV!su5~<^>%+ zQwO3Zb`l3(B{OtrT~8ww$q8I}D&uv~Xhdvjhlh`yb6VIz0-~8xx0z9Y@i13A#voCD zDwSVoR;=K*2O*&6A}w0QnV?=Ql8d1CQ6Oe@d~Vg)$`|#h=^ZsfU5qd71@4YM6KT$f zGDKSOifwC+vSgio>m~TJkuZO(Htc$nYPT@Vmi^bS@>*KifBRfGSxulIX z{O#L=SC2*@xSKsN%yuccJx(Fla)n$$yZc(3fLUAMo$WCF;=z2m9M)X&<<-hadf_tx za1*hQnDiM|+uNB)P2_37^0=<;YBB)>%3)TqtXsF}EF=Kf#-67+71+w}XJO1UgjxAJ zrS!;A8K#(9)Nn&JVSr3#asfPN7*EHkboQ7}Oz$1lhbAwvqGAM2=bV=#xADeuC*xd^ z-qeQf7u9$!&it7C0#?DX0iNNqPjv&HvwQ`~$b9-R_K?yYk3Hi+RzWP;;jp=#`CuWS zbd-mq0IM2|@|HQzdqG;aUiz$o9VUqThQadiLplJ}UWZ_uoo?=urt;mkHsW_%)XLPX zVDCKROHGC(*u;~)p^B)6MLRqs79Q467-gZtvn9+lx}AbwQuoQjQITje_MO}Rn4F(^ zVC4R*|NI72^Xu=LgWb!f0jxMS@<#f(KURh1Sl@G@?kJa6qZjVJROX<%13YzU7qi>( z!74}^_Zrt`{95|`HD6YLV+0&$;M!sqj8m6aPOf9j#Vl`3J{GT;r3GM37qd%IJ}jk7 ziEgB+Ea4`J+Xn_|2|jRDa<7w(Tp9vul)tnzfMGC>m!~z^(XOyHpgR30$vrCfx!t{m z&i7}p()X~cO>D&{_TleIRo1^-L*4%ze*On5@s`z{LCDga=g)^FQ737+U~JrbI`&J% zdug6Bo(TW`nV)%$a3B%1xLGxV-8xQ`&m?4}^TNPqQP8zLRh^FjvUR;x;FA$Sh$&Dx z3;1CG+S`uP5!Nyp-55EZvU)1Ajcs)bCLi?{^*_U7b>!Z(mj)u=!j$KoE}J9j8D4R( zQwFHKuBhKp*Cj&v(HlX3{CYr*e7s;zX$zDGU1`Ke18#{MB!ZkF)P%eQ01OOHVkfFW zqOw71t@l(n2^70&P|!^CoDXSDx!^=%99wTJOgX;MEwA@sX?shVxP&~kWdcDl4Y`=3 z#pz$raiUF0pPp?0B{g3A?sef5F0rk}8yoe&ppLI;#_v*b(O+tCNOtKTyJwOVt*L9J zXL|tdsRsym=!y5FY?vTsz8ILfzL|u=6bWmX_rewzPnd&Bu>1Er6W5e%%`~=!{yOtc zII(ok_+ZT-Gp3gqR~%IN*IX%^L|YN%&HXGE5Quwa0(`86?<2ZPLnvuQ3Onw%dtLr% zP?>F>>;N=wLDWb0rON3C(DtX-*2;GRHhNQ-f8&+GU$~Z?Gr9PopFT0 zfukxv$p_}v;T&m=*%oyoc~=~){@u$PpVG*_;#y)RCR_%rVjqQkr9M1T2vm2EQ@)nz z#BT`)tD5dUHxgzKRM$#t^+rFqnE4*LoZ2>u z**35F?@c%Uy`Y**9{*9{Y<61VP~L`Ki(W}vv$UA?_m4Oowz0jQj@FTQz#pcPV=e*l zDh;P@Vp>bME=YsPGjIP`4tpbmi@%uvRI~*yF-f)a1Yokhy;bdTMlRmF?u+mDXCIRi z46d=M3uTxU;sTX0N1@Z}YfO56yO95@E7njocSBuu?;#$*gbbo*zw$E&feD<&K|^WM ziN=dl0~o0s^{IzB7lV5iDcB$mf)fI+*U);nd06I@oaUV^q0JsBImxs)QZOqjX@XXk z42S|1_n7WB0qS(#%N=6UbJ^X_AWdIq9ouirA2;-e)ui)fm?r@jbXcSp+>D*>PnVU#e{%XyD3>atJtNYKBFWGq zx@Ic3J!hiV%QH6_TcYtj?7iVzek?_mBGOv( zSbNs;Hqr3mv@%>#pw)U*7g5Hhx{Aq(@FrKk3WDS3CQIKU6!1 zo>orAu2j;hm{(#<5%IPys)Wt#x(3g9&yHNLG@=;&TlXs1nqc~^l6)Dr0QoM6oiHdd zmcaqg{zV6WWV|>9e_6ntWrLbRrO%A1QZlst>{iw>c&HnjiF`gF%PpLMpx{f_k4#u| zVU^^{%6}&CLdRL4WHMW*Ibj--^^Hc}mtV=YM6cZDkiVPwVhdA}gQh}U^Ng-<3se2Q z$f0<8MDH+gwdwFV7Fz{Hhbv7Bb0sdMTkDDzd^2)s`T$j!l{7SKsT8{d5%ec8qVqWN zms6X6Hm1bF2ba&!78_H~Di}$gCbHuDv$xo^2F5WclbrHKa#P1>KYP-{&x)X8SH60L zkY6+_5&P$)9!c>euoNR1CK~OqTirI03d{A)zb&R@vu}rUl(Y9Q#14#uRc4BTN-!%e zldFN@y;2%toZI3&SKN%rV&&oze5a-l$2+(J-L#^CGX3%61r|(nNfuB+LrjxrxU+>A zCr{c>_y74aiEVs{Ke|gBigajSJPv3>Ja}`;FJ{KAX;y2ooLu(&aqGd_HA|hF4^&E< zKwSEc4Zcw+?9GCpEU^hAIR-RkwkEv7Su5SxO z(4!ntMPziibW{Fjh`f&HC@j@su_TrCyRJ;)#l@rT^7Fv~JllRkj;?B`i=76gkM3_= zpYkb%1tx>d@Xg6GS$I1*XO9P*ypE=gqs~vJAD+ZbK}IDOa~JxUmZvr8J#{qdMbOe) zmMy*^;m{bB1kacEIB6JSWpVM~i5ifK6g$uyPTzY ziEP*I!QOT(XGp^LSKn+FnRM};4OzfiO1-QVZwcH=HAx8rH%nbAMC;=r@!A3f#lXYd zdOIXeV02|nt)f4Q9!4-+d7N&;puFj1(m`OG{m6O@T}01K;>~M&<`mXwCV6{R(WiQP zy=3*X>2yQOiV8r=u8RAujqlw4N@9kWA9GHTh!_GNg|?JrbtA(?dzn{M$cT5dz;97v=blLWxODpF=-AEC1a>+YA3+jWUR4K0kYPlJ z%Amr6e3jM zmQFZWL zVP7lzg2DgWa9m@xd)>6xYOq36z~pA_Zs4z`h?S3s>pjRXm}dQc7-(yC)UbspeEx2) z)b`aCpY>1tBYjlG>zrB>SKE>PAJNI#l>S@VBB^%1=EC@4TB;d0CenUx&=7vmCu7JS z1RJpC$}w^K47PRq88h~IV8t+*h&^XMH$&OChy7Dy(uVAhT+?kd@rtA>Sv2JaNxe@3 zkM0lifgdFbkHss07kt-#TfxGqM5V!@VlAzsrht=2(%S>zV_3P8FydjJ=6lB2U}h;= zf!DJ(7a)OC)`o{YiOP@`QrI#eMh_1#I{RPGStIC=J+z)`D<;3PJfVBdiA!3PUXMpn zV%+opk@ePZP5<%V_K4wVMvksgqee=pLS(N7-k-D_y+SfLbd0Hte7kJZ#jUYaY>t%2Q7D3^4a$MqdK? zW#y$!`1}pPno=ot+ky*By#1&J{+PD)w@?1vynXT?6<$y43z0f;V5LL3m?9z@5D|Xb zZJW1~TFx8eGQQ@3zD&L4wMF20NH_)8Hka}}s*{CMNNNp=@lT29XWIfYw!g3kc za8mWBWxF5d)C5J`0iAh>JDbiq36o)*>gYEJGu>~rmXdZo=tJXDDq3P_;cDZa3rgo1 z>BREV0Z9zNzIjwrLK1yqi_seOv_H^_D?im>>NDx7>K8FJ3KuC5qGS(k6YGVI2xE)p zqql49C>H3Gc>^F4SA)m3nRIXi=FROa+?Wx2TBjrE_2Sr|r4G^6uc_SoU#4p_*`i%Y z=E=mo{Rx;zes#qcMU>v1N^}~4Lwd(?bO@C-8Gil(f?uTn%&Z|TCSM*N(?%L78lN^% zCtZ0Gmix2FV83b6=X!GMBX&U{OyyiOgkU*H|+A#?f~}Z zcNPpkOf2)3Q!g~To5^^Y2FBu7yh4mD3A@-!lcnzNO^t7?pLVuA^qm31u#|>gKh>|c8BvjzfrO|eidsM-MctpJKm~(ex(zdBCO<9aDKbbI*iTB* z6w@u5s*h=sm4Y08JQbx!*kAt~tH8pqUB|6X7HRALRwq-PKw`7-wg*lpfqUoq>Xy@S zFy!kAMU%HGCVaK8!GL=#Ue=l&uP*{`SqMZb?%#6rr)>GG8!f3p%c*qmTRNw~5xs_y zcr?dJ9dRRZgUh`8BJy|0D?8W{UXRO$O?Jit=UUx$U7cVPQ<>Z~hLE`fz`}`9wJ{=f z6d!jjO{`NX>DqI;29yp`vG+Z+0^>i_zJU*)fJo~Y(bZ=J5?KHNV&{l)tKohfFs9m7 ziRmKyT7M?MC*e#vi5ms$$GO+22ym$$Aa(*sv5hO{3`o%Tw|7BUNe2U^1P^)2GZWR} zZcnBXEjhFctae~6hvH-U+ouiSq44Yc_gURvuz-=C9o=sE7=BKfEzDF zi$H8-4ChWJpmI6$8vFoA%)F)1^A06nly!RTp9u0^>8=zi&pVpyqyf`oi^JsG{U7yK zTb}4~_XKI089kFtny!j9bAOHoTm|m=t_WmHa@}(SgQ6j`FcVThqzYSq!#iJM88u9D zs)MHeRkyEsHVaPag9K$5gvr@5(7u%TTLGoYCT62Ds5W?vR;1Q?9xhBw#+jLkI#;L5 ze8-eWz`O;>da3KESBZ4KyEl%L_Na2Z(VGndp%BO*faaG5Al^GGCnW})Z4>!D;GtXm z$OBn7Hss3Y`3bL8#xng$AiX~4=>Ejtm;a>#0vFi_{%5W+&9wgWrrT$txzgDZ&%L4K z;~sL`oxZPJ1EsYzZrq&s2rJR&=u? zzS*UP;;@YN+2Hu}h7-P-`zs}B`;kk<;&K4$(Dz&GxeQII2h%05S{lAtIU2v1#9` za>DXc2Enfo*}UDvA_JF9WRMI5@K7|AGo(D`#06TcRkQ!`BH&odmF$;=zBIsPYI>^f zr$ufy+wi<1LyuKHR;-6m+K1_@GQ&d#Dnvyp%Swq2lCKP&YEBqaqyI1`#NEb`2LP9_ z9`-Gzk>584B=1IE%f2h6+&lgtEP_6O2!jo;E7-^M;f4UGR&xoYhMV<38X#ALK5iQu z#AAT*qtMFs6YmYP;vs^IvOq#5(9B&Nbrj8H!H|!be^{Pk1(d_MNXR!Q!qw=U%|UFpCx8 z$ooQ$6z9vF(2!Y>n)<}HJi+YOFdLT)ksUhvBr8j9MA*P7dbVJrWdhz|9?nZD-8AK~ zTnzSGaztL&yIl7`1QOi3byLz&xAKN54)Rl#%#?cBvvcR`wVC9dAOh;*&cO*Rj51NU zMYToZxSf~Z^qR92N&sQg&rZf!Qa|W-Io;44D*@jfcbgxc2M^a; z!El1QLs?Y$@~wMDcit5e6%$o}_hX+?6D4N27a_d98=7r}(ggdTZU z>7*Ye&x>$qAx>*$j@iZQl$>m2kQ4o1)p%N{dx86Z+nm?+f$~xR?!S#Y^ZqXKyRl?C zs;0NoHW=yrS<{ibJ9Xndhv#OWkNbD)uq{y*_S>6dcOyQ`UCMi{b?xDmn>Hfk!psKc zO>JwaEkU!r>UNlr@NT;Yv+_&Op)H*fj1)+lHZ4je0TU=n$?7=&A>&zJ!)5&vB@5>4 zS3o&YjqIKrv68PMlQJ*ET){-Y@h_#pJvD@^#~ZlUaD`YDld(PLy`)e$AOYNf%NUIh z1PX3F#`cK0fc7HzC~IgC=QI#D_1;z}7o=&s_v3t=oo1)j@cohZ<|vTH;+~$0jkPla zGV)k$7|F##WwI-92#f9|8`M&WuNqym&$y|!ADQzl(QhY@V8$q&FgIBOXSJZ9 zhvGw+p1D<8ZC7bPTVv;6 zztM6K%T{3fbdsbiros`NR#8D(Iu@7N&uT>PV7*)`{a%471scZ04CE>oQH`C#X6T40 z>zM^HXWXR^KbfE@ruU3};i})7#PNwOVSS~Gg5+mVm1fV~&id%lm*&5|B|DF25G`dA zt(%KE0YJu21*e-D^9Zx^JNpgMhT#k3nY^KDgki}X2Q%-!rk?)uU-Ut#`7N}5MPD>@ zbp`gUu~q?J@y!gY32er0cn4~N0e0AkT@T>Bj*7-|HGGm&f zdUS1}f(0#)Vtbqa8|2Ffz1&m&pP7YS3==^@Iou`m8y`6<;d$xQ)_1aQ{!(W1h2b#$&nwCg)rp2d5-bL4AgTGhgLPNZx}(tyDVwYF%v^!XH9#KGK}rw;Rn! zN7X2rP-Bp}B`~K(YNun%+pdlU()9Kbj_^Rw5+qjs{0dTHsB0H{k_60*8DqK4<`y^# zK^Rl#(N*&8RS2phwXN3)tzW`cL6{lsuUL4Pf2DDqsQdOl^WI(meauKb!bcB@&&r8; z4hS*Lr&7D2mrkfAlS!-Fdy@(-<@$4N2Pz}Dk*5T@pB9y;th<5YK9^Yym>a1WFEJ?$b_Z8A6JbovfW z`VpEs|C+8ej9g#i^Ql%$_q+-L&j3Yb zTpaO5rA~<5x2@PzC!{f(aURZAZSuW@9biHX?J`{z?&uCyHzf_}J}MxSQRjtO;?$2X zeZBzb&;!he&tE;vFAx^L7yn6yDEdJM#MseKk4f*35?g2RAX>k}&z1Bn`4S0Zqax&5 zkrZsHvODs?+`->h!p7t3at{PMVvj5Yma+$_~t5sYHk!%>(`g=HgVkR%z<>>|N3;+7kR49`_^P{M?XK_BmzMH#TPiLcb&m%h-U$&?fus0 zw9T9JO;Y9O@UEtAZFaA@LyuHhDCTafs5&)MXvv$z?~ib#Nz;~gmRk}4mhQ0KPYa*M zMgz;IYVE>?o+$>p5lZ^@eEqbK6i-L_ym9^5zJSX7)IcE1CdY2o1KZG#gVDwwxVIr% zguvr#Jz$XTzbDN9WCSHa7iRu@-pD{Cz)gEvm>C{LUQacfmarY$ySSm;m+@JY(>ciH zL$oZp#jS;x4yj|^O3q}ataS^?)cVX!U2(E-djGm?Ww@jn{Vjfzcin)m-!{)TJBXD( z1!^wdUOR({(9vJ_>X9;8RWYmyhhG(+yXjJ7xYIaWSYn!EP4o(1k1gn}{(aW?@9~3n zL5p+%U|?!`tVy_8fxOI)!b=OFk~Y?e12MiX%L`lA&!Yn9r*mN@g7yCQdW01Sz9t$|mc12KH z&(j8tC(%ICLOb2GM?9zIof=9@b&)D&s0s^36Jq^RlQpS@u(Yr7LNli5332U7C!P^3 zf?X;?4hhsAD}i<^Ax`}B9+sTyG}*RQV$Wc43?#Fp9tp#gK90q87Ihn*wNCp5Aaj64 zF6y8*Tes4r=a3j@u}Db5b{l%7h%}=-+48F6h3ZyiI;$Q|UG!W-92ps_Yjnn?>9UkN z6FhQ~wklH^K#M5-*t%?<$^mcSopZN!R#6f*F98(oLiJS{?9sfKL`oimRYN zIK&e7GIb>H)>cMr$WcXPUBOQSNd@Cr0D74+mA22gbijE@a7)+QClC`Yc-m_|J_k#t zBT)&TFJ&vJd@paMYdShM-p~hwzK0nxT%E&%sc?Ti&FAr{*FS|w;Ds?-W?q(?%jw`! zGL7_2Uq-dDYF84AED@FhexGIq5w-Xj819TCSuNF+hcnxc@5BD8k)4!iR{t{M*sXJnKO_OEsmI#Ew^ z-d=G2?^C8#^B{q}DzEUk>dy44TMpiwKqjw0`((|@t|Yu^rLnp5z$HUJw=58!sX;>n zxX-rlk|YOgtK(kIYWtPC)a*BJ&2jr*$M3!QCs~^!s6F!rW?~vLuznomq$2oD!G@)&wD$SnN5s_lX)ZjgzTR6U~`e zu5XqU8DhS2tjSy2DRi0yU=X7wcX@^l?*{>;!(oAShM@|PjN7pscR=cwCSH*(RBmu7 zz*Wz;K=L{rsLyp4K-DIli@}n@kt!KkkEmC&N;!jqtBsSF7cNGwJT(C06Tz)=uP&}W z{#Yewp&UMHPhE3VZPbvqo=Q>F$2n9p_mbKw9#N7+7;zVhS#1-O%9x6=MKRZb$wgSY z)dRK9EgXWbn;0NC&4AHr5ta?;P}~UwU#O_NKTd|OhYlS}D&ZIfzYT^h3Tb!T$#1Rz ztfH`TWECp3r6#kt&zA~CQXF#SkxJ2t3G-LN#>jWm*ExFG#`wWt3X?a?AHnqXOd0}qtRx=4%L?IloD!CuW%)zHlL>QM3c`O@ZiL~~vi9Nt|M zy^$B_${4$|H`=sKEq4li|L5qcLXbC$$NjmkrVu_@`zT_St96ESdi#M9}=CWV$CeWHK0jM=?;^l@YK^Np-9qYzFrSQP4Kxw7TUru zcV0gJK|nG#hEtZQVhjD9z7Of8vCw6Rf$4E}q!T~@d!=1i^`21T9{Su{ih<82t^WT8EdqK8}8PQN~U;)^fp)vb+ZC=<;nkh_*fPLb8Q1 zSgNN;jdz_1MqOLPk4rO82`ki~% zug#1~#wSJRiAVv#;_J`n;)j3vEZ?J8TJZ*HmAh5cnIt?+To@Fv`A{i+TL~+GzGF>Yb+aIm7f< zw|O*Z$k_UhR_#5XYaPQlT-ar~0PGD6@jjbPqJ|RJK)flXjUC^@rkCThcO0;1SkA(i zz{hcZURu7>hTna#!%@(tY*naiSTlY7qt9*>5)Gy8y`* zKaMJca@mkbe}N=B9_YmtlJxT1$2F-5;@7`oI7?MF*Ih@?BS6uL%G&VZ*1hF5;j>%; z>*3s;p#+xJAb_!mUe)_!=C^fZH4T1K`?BVo&{$Fg#Z}K3Kr!l)HhDj$NAkf_<$)(DarP*wW{IjHjMre0G3$lTF*=mHdI^9}bnU z`IhsXavJ-@g;U#u)sUjBGCm!JgNhMZxii5Mw6~FSXmEo_)@o466=>FnF@B9`XDW&i1G zP;|(7qX#_>C7NktQsQzrYiv=2X66}KUjbJ}oj+e)>z>Qw*yJ$ZB-4VcSexhqP3-GpAieLrMGbvS7%zgutplScU!XQl4VP6*`q$4=oG&a&8 zG9n_&1K)eR-V`*$ah4~XcIo$Vygk79uiG*^GOoG_N#y`qyy#(yqUgl>%_=Q za2Y+wmOdaMYAVA>!3?#~YLqjS76u2HIxB4r~E2R5n zW$+r@YL8G(1R0R@*-pKD1*y_hXj5{jk1McfA!pO}m+G5Z%Tl#Y>JRzECe<6HLWi_- zcQZqm=v$!y@K)p~mJv=+k|Ufrgj`0!_Lmd{op)GwK_SJVRH?FaJnB{_(>*)cnXlB93QwuB+O~94&3~Cq|2m^I1j*$Rvhb z4a00&94p0`981C}XR2MUN}Yj{ahxceN&gpZ`8o-dT(Q88>kceudF}l^p3OjC_Hy%g zp zXZL@-SV^*^vm_vtQt`F$FKO4wpQ$D@Zp9^=Qb1jLR%Yr%)e}{ffU!f>7K=m{w=Baf zAJx*oA!g7TLps%2sH5dmZpD>(fa{aLk$t|eQ5|r#xz%92#_roQ#I08B-%+oo0&CN( zoFzT+CU#u)Kp?Y)vH2L!0H)Z;(v^KtSk;A-VfGkRayt6sQ%ZB}fzGOUC?AlR8I(!K zMVg+3Cu@F<}%mRk93w?*kP7Q5v}dKV4`Az-we2)5I!BM6>jn zEM}#!L&v`kMS(LGS#*PLOWA1uh9%o*+b|?%GWr&?;UVuNHY)5%`gx*?+qR@iSZ6^a z?QQRwwCVUTY5iMVvk~P^V9Qz0z*LJK82R8D9WKpo3@=~gVecCg9ut05D-AP<3?l^A zeMWzNBvDG1f=LK?RfOMW;beEi!Pl29@Je65WqId9&<9+$%o4s@mO9KKkdu#)3Jkx_ zqLd_|+L{W)(auznOUu2?c$&dQ(Get_!lx!dI$sS&z+fS z7-wWzE1Ggq$;UA-Ka@UhMQM@ftMz)PCFnoz5As<0A~l@FwKpG|Cx=6jMG;5|v!){% zDO_VLmN}HEqVacVFyUO*mG4h2LUJEh>sKj`iFBaUve*~LGxGtDY_@#A)ybu3axdl; z*s8dRmt+&_;%1Xo6d-Y|w9Si)Qbz9RI~FF+9|G$Cn_>q1A5%<)xE~I-^)KhR+yl?H zU4I9%wLNLuV%@S2e&8N*N4dmc>F@C>m)Dv%ZKqJcgZ6e;<*?%|Ra`71@w&VXBNd0- zA1n>o8Q-RA?-q_^%VfiGGgtXpPp4%2);Z_yUb>QE$7RYf-F^dKv78(7gRHI+IY^V7 zRbAPb*O7>UCR6r{!Y=?)%^!pIrxVb>cSkH2Vor+o=Ooen^!wevyV@#mgqjn~X5NjG zkFH56u$s`Z=$JFv+;HA+oz%KEi8eFusJG1H2tfCs<<$&#Tu5;Az;(;o5|`F;X$Lzr zl_#k)gWmZ>`hHel5}MKJNSNi|Oeyc>55b>{?y|7+=6~BO%AdXO{w^xM7kSB<`S#1E zwnMS&4_sews)_Z4VZCtf?wXZulPaE0T_!FHH>X_2-*F_jVf{vhjnBwKN$%vBU$)nm zx~jL z+1hbsX#m}t&8e{pT1g4@%($NVJtC?Z3BH6W-%jMLcpc53sQkmvL+-`y?JwImK4ku@ z9*S(Id>b6|Jm)7-tg9rSW4&6otnCMpGf9&+qRM=EUX^8~+2A~>Ow-luVYliYI#a~N zotq+mfeV)E>r8a#u)ROqXFtfVL%XPMpxZVRx19xE1Wj8eVGDMYyF&K%{MEuOEt&tsq zHL7CG7L3SClsvR#D}&IG9(LDpo|LFzXzCObJyo74880aAM8i`Ts~jy1X*BYmHKP(M zTrn2gNEW4>wBbsVr{tc%BHlmTz>@Mm^E8owHrp7*_{k={u^(HUtXOz$7^he-2-C^T z9EXXOoK+lC?zwv;fJ|MCYFDuvxdkb|&@Gkw_+{bBrvUUOWK00io4j<}05gPa%>;VJ zPO9%$00KiB#A>|$uedAw|LRU^_hnO0zjbE_4LcTglJw?p@7p;4aSHa9b>?{|gl*t^DZOrWdlJjA5j%ev6Cm0lR^T8GY*X9P55^G2 z0Y}~rN3Ks2g$ixV6gXAZSzVX?i^$G7D}#TgXpwAwj{4C@XfWRjF)SM@A5$CiREtC> zks{7v*4lX3Zlw*L)2&BrvBcqca>tw~KH70~m-!#-g2vM=ZV^6_MbchO{ z?lb-_k8eyvV37T)-FARf`x|j|v!OPcUVB)=x*L3|JX0%wr#bAW65G=j`?^Y_;zm>+ zrIcIDgAnlClc2wcpL;W(DfglOem`O{z4vXs=FQzl^6wim2VPL11&fu#)xFI;>tW5B zW^Y+kP3VfCY&_&SsoiLI6^YsEW1CLt6Vl`2Amo4&Y2av`185=G?{vQGA^BwOQ>LV< z&1=Dhmgq-Moz!BVsdOL&Oiq$C1!^-Wj0I%fQgftSbWTRBWWqG{d-b&r4ukEhO)jaA z&Ug9>2zs3M--dLGB>_X#M}=Bzb-MdSA~S9bi(dyN$49Z_YYo)O+UfKRQokyQ(W6HF z8I8ZBZN$ZzVUm=9kW1J2+BgJBKLTRN#9-Mpn%yV^@2h%?m%?CxLNK^lk*ZlQexyvU z=9J$*d3TvnmxBA(g!Y@qH{tC@+)pm=T(7;+3w^o#V>rqfpr3h6Y+X@-TVX*O3uIGn zOdWRd84EmMX9NDyoF(FmkO*VO8N&pK2Y7;0f3883`#f^Tng*8_zuwY94Cl{T+ z{FL6jT|Dsa+1n?I^g5-q*rTi#I0Wd8zGpA=o zb{Hif&ZaJ!_Z%^~bd~i}+yQ4lw4C0D8eX3AFx4m=kX^YYEw6U65L(r1i^Et$i9N4L zWie{3z;9oX#Y%ou@3x)~kRbr66n^e8L9WXSV(Q`6p9I+)12N3Ss`aw&*3fA_N@+-y zu>yHMzw#G|Y#tFEV;tQ&Ro=jW2wB;!rcAN0D&yPT6nq#&eWjDd9Uu{%rH+m{X1kaM zjq}jbbds_(QG6jVvohk#bmCFbSLCrKLMhE$*Z3;!$Gi0Z>)IPm2p?pgW%^i!DB0GR zEN2a_de*cb_I7%NOaQ6Alu^Pi>Da=9ITa|HN2gD{&jY{{}(~`-sQZtKBxGI zhU+Vc4khQITHCVw#W`P6z)WWf3d^7^&CtxRuf#xX>smMq|MhW+?mGX zyjzu~?p?pxZv_KM*|tT5*D10{_s13TXy{_pW^M1KMRKJyNawN(3@*3&v6y*K>+|^k zI<@KmENW+@u%uCp3O@2mU(_-GSose6qixR6zSl~gAits%kySt7xW9m>tT$4L7HPGC zRFP37V8goYNyr1e@2IAzCs#7IE46#q&cv4$QSc0L)GP-<4dL>$D!LSk)Jh1E?(aWg z1Fns{qek_rv258Hwt+P*am*w-Vpj~bN3f0tve$1TlKDh1XH!WOO$+rY6yz`s7v!_B zbDIqv1ETmivy`KW7T5wgw)JWPnG?^-LV3?7!)X#^Wrq|IjU~izx8^b?$V_jQ6JZ2j zW380%#^zKP`5mt|+TJF3+1@t1U0}E@2M=!%Wp?&J=*(sq$N8 z^<&Bd6@I>(z4WOpt~NifgDjhGqru;g#;h2b$FmE8hgL(1PH@fAN4jc^vFQO)ath>2 z+ZEFFPj$5!A-vlaa#O+v5?Sr&qY6Q>9lQtARA;jHDo^s>xfe*x=GIzG>7)A3Pv*i8 zo_(_P{gGG2a6&?R&u?|1z5k!@&9Fs{v@|SN6`~~4YvQpiixQRWwzq{+idERo3JY8{ zP?cIRD)Sd^6HK3GL}8i64Hbi`HtNiPx{Ksn(Fc5#Q~`_`07TX0>WM8Jfx(F2>CEH! z=^3cj+_hnz+_-=N1 z&XwMYlCc=*hbwcXW?1xa^f5^t8emlez{F`(CRHc56C=~LqW#buQo=yU9WFWv3*xVf zE=2Pm8d`Ll5ygxhi;~Kb5M+LUix7G7JfV=UTb|)Z8s^ml`1sqJA^>1SD!}IOj1iXF z&}08LvhCxKfOn5(ZGY=bpABuC{dr&Ybq>Q_^6&G0pXB#n^Qn1$952~~IUOx>kG+J2 z18^^a!tu7Q1TtS7IuhsWX-X7ky_C?zLIJJPXAhvNK*v#G+w`lFwGr@%syc!iTOL`<;<^1yC4=Kh|5(+yH>wn|l;Du6oL%-YXI zyF!=P6GofHy6%y;7rRQ#qv}w?4+cgnL)D1~JMc0vutpQd-so_e=4u+UC(PlpTuq!h z`>UeoM2!TiJvpyqu4STfR{%yk-c)XPGT)7WP_uCw7ob?k&5t#o zN;wDro=@V5E;AOpRmk334pI!IsWAM{Jp@Mvh;atj3 z1#dOF=qKP5b?;M5^P+8GVr+(Jp-WjyCCF6GN)kr0l1%W$hHM_VC_}T$%nZVnz0=q9 z?>LQ{b31tL{$I|@AFux1L@}&z-!*a%050^T7DHCBN#R+KgK?veF}9R)0(NF|#qqB1 zOpT>H`Ii@fC+eqswf)z3^ElXm_> z8Xlsr^aX+eh%#>$!Z(%YXJy{v59TduaXm-_E0d77wSc ze%6-P)I>*_x-psGrlkSg33vdc$09qKrZp?M2VCD{IatSa zZL)2;<#Rx`x!q_0HIK0QtEJ|Gf%Yp1iX9g{kt3I!YZ!0l|VZ2tdob~}fMkMUFtvz!1B_p{Lay|C6 zuGn`b;u(;Mk30EF^)g%W@E3f!EL5Q;;774ncQQ{!=%|#tlsYCYdj$1rSV@h;m3}Rv z&8|xwLgdOvw>?2SHXl~+LHoxh&k4Kiz57DsjVIO2rGRe1I}jBc2vuFcNY zUc4;zVQs%UgP3a-Pa&|~sYnfpK;ot5al5`iX%VI=G4{n;Vz)D*A3a0UMOm9U{~=%h zzq8eJGc-YL>Dho6-RM0_vxoXrfA_z&V94@aQ@LbkyS5#Bvrz4+-9C5f*YS{8VQYQ& z0bVKL!G2nZ4w7Jm{*8Vp(9h#D^eGQ=)+H8V!pq@ir5WQsezba?JW59iyTu+8bk^F; zHnhC?&Zkd(t0$NP>A_(5jwWL$iu$!g{`RLc#l>Wd*&nmclfD(idSfRu-|NSE>PHx_qp11KLlPZ}M2>bU&?0lZH1%#M%JlbikJq zM0L^w18b`^gItAxRKCT^+MKuUEe)}}GSulc5Alkp<8(hC#fk$pF4m#3t+pj$>v<^a z#qSrETv3P4Eq0G@TSu^Ve^>hRGk<(Q`d{DuU-Wg$u?Rjs`dF=p2-5n(Q)e@W9UITw zRsfR1irMWQoib5#wn;_G2qj6$MZy)6gK;-oVOcX0bS!p@$6Iu}9-E75KdVe>HEr-~ z;*c<*qhZn!AI?_i<4|_U2rF`W1hCRip@X|o)9Sdm$DE3v96cSJTn1eI$l|zh!D#jTdH7i8%S`mrzKzS zEFcVuXQOmj+5L#qaTvoyOX>ED60JAd8pS*{H*ck{NjVB2P|9e3R2xYsjIdMaM6V9N zC!QQ@8lbT$CkpbA@!DghM~Sfx^=Ju*;O=syNC3kuV?gsk5s-id6kRy)LL!)WUGJ%A zpPTxZOZAKmrG>W4!5^$u4ERjf6~SyO$b;oafU)7|rP1Dm7)uS46EU?JxsVP(!Y=uA z7N^YYYN0S%u;A?X9N=RjT^=Jw+w#^PKs+o1g z*X6JW%c}o$#s)#Q?KH2s{Nr`ZRDvi)Kn+jJ(}c6(F4Qf^fsH$fd-fYD#myw;`|B>s z59xB;;E8ms$r+?FP}U{ZNjjY&98Z1hpP$!w?n<^4;CN464G!rY=*b1Fo=q*Z(+SnmnT5tcErf%m??Y{r-=Ot77 z#zyc-hX=Z|;n_abrX$u!(?!t|jHOF=y=1sPTytg)7Vj+VtC4welQ;!-Y!Y>&1B zvWoOqHe^6Y7Svg_uHkg2h9T5=xib%nrLL z5|j%=GfAo`M;1H-N^Sm?PotP2F%(2c`6$quXA40@fKXuYs@U-ggY<@}B8g2!kwon&jvDiq+tG#0Rz_{@D&4){e5lzPyzG3J5#Ua?Mti#7* z=Kb+UaYu#oh^mZsVTKnL4pl5=H9>4@`oDovA!f6bQ|QXhkV?Sdo_(4lOQrjHmZHk< z;)xhChx)qi8a|r9apb{R%||NYhCl|O_yTG6upC(tv zCs==(P)7VK`26ZHwL4;0k6Yo-%E;ofCYUA}&k)U#XIFbzl?83lsT3A8qyD12eVv^J zow?v3KWbQBzha_WueFU7(R;>aE(cbymhE13^bbdwOZ2zyxmRMcY*f^7of9Q))O!b_ zl)q9AEpj9)7m0F&i?g9Ml>aofPZ3+aMPfq+w>@ zU-V+*f_gmNf!3+viR5K*v+evTUb%I54V|`&T%TP-ijKuJ2?Sc+n+kr^Gq+I(QHQX- z`0;m53AA@t_aVW3&?;eGeuekqC zZ52e#?(TKocDNTDzVW30tey7B>J;NkwtQT6b~#&anU=3v2*}nAEmo1_VRp-k4_?t{ z^V~o*9Kbk?Ok6NFoA?$^PE`Hbi(2+QMQyeTS^IYtgJzD6$5Fh%6%RUD`edGR1Czn! zl(%B+6*2T1U$Th{bcHH-bt85p{ih|fD%gi}qCV=Hf7x|moQSh9=&>cK#6!jas^tq6 zIR^SN!r&Yb?H~%LNvO|;QGM%WH}8PG&*%SP=fayJ8eNIL$fXP=WF${LzUGznqh(W5 zQboxQ@mNxzUYFqtaaMr^M~;!CY)hw#6%xSD4`D7N1av? zIS@&Gi{W&H=duA`1(^ezZqv1^!5K_gqu6^e)T3@-k7+ zp?%2qPQ{pxeE;aTu`&M6Tn6+qowmfqz-FLmM^RESQsTnb5sS7kLbNS6$>fQ-)Ekus zi0FMJ&BR~SC!pVE8uJoe4D&hI*Ct_>Z;zJfQ8yjCv67UKx_=HP&(;FlP(=g-7 zl~$e|o${wxy){{Ix=5uaUKr$T=Y^w-MM;Y5s1h#VF(#RQB}Ty}4Q%ef;1(OPf(^l(JUQsiYcH`=f8cnxv*K$q?PvTZs!K zqAW9a{N2i3HuB;*HLBhtU(Jgp)WSlu*9{nK&J_$^@&+6GP{khstv&MHtP_!PdnQtf z>eqGx(O~;;x};2o)_U4J2fgiKDNH#mRAkJPc&ja6)HnEI-PbRH?pGrki1K(Iqt4(1 zkek`~C$s;Dt@n;<@{9g86Kd$a3J9Tx77&ms5FqptAoLRHAczzxiWquH2t|5PO6UU8 zL6P31NtdehCMY1FBIx8hznQgW?!7B(<^N>8=RN1_y+6+*sq#xZWM`+rjD&NPJJIac z%%U927B0yk5dbA>2B1btwN5*jvO+`OKafTG0higQ$mYb`DP-;@s>m+_Q&X`?LO4BANIntdbPWL)|DXk_< z>gCk{w50EgFrMvxFw?PS9O`lFz59mJ97nK$@7^VHP1rB=R4^YbYJp{fFyGxmN74kZ zWmQxWa3?tF_s@&*ld8O@e|~{Kio7v&OYRu*clcj}l)9vj=QnMtl@cFv2OfIfdi;QD z!D}n7L1$(9D2`iuwXeOkRDzk8aoR3BP4o z-xe-8XmIhXuw9O)N@St8WMRuBU@Vym3dC{RB(T`^n%J*`m1w-7c)djTBy=pkuKH-C2agadEAN@H}|Jsl#z)Qo!uilaDcgKFqgYQ_im z5HxTrAsMnU$Av|_g6+lQIIfO?{P#HE^+9i)wh!ym@*W?KsAi; zKK;s`sX#Nws$JWO2PHXaX#zUiG4~>E@P3Z?Eq1TDIYU3L!;i+DhgEUvsUV7eLwP6a zE7a%opgDa7BT@llx*WL=Yx^NxKe)YQHW6mki_f~HhGCV&DzW<2%K)PSkil`EH&GBBf=-ZzZ7yTH(7h4vDg`Q-2GVYJ;*8I_s-uiCI9;(kvcnBe}l{f3pxSp zWpulNfOKeSU7nprW;Q!OEG8Q#Civ?2xCf8o)d(`gvE{he*AC|scC+XBe0DmY=lUnP zYV}Fults^`e`X&7jSZhSxLH)QvN|0mCP_^r`>s(WigF)RYj5u?DRs?bQd1-K z%_SIP^u^v9`Yh>?e*^c5v3iw~ubEz^tbmae!Mfd-NTpufh4``92iPi^=C>)RRCr72 z-Ke!)@`cd#32O<+c&}7b5q7uuQ})VyYc*_c@~wX*sa+76)2 z5lvWln{9qYlwAzZka%_bpc`zggxb6-5IxWqUIcAoB~O8HHptLyfJM*1V{Y+k&r90&&vEMZ4* zg?`#`PxBShmT(pns!zP>-Z$@J1R?8 zGl{uw9fSef|FzRdh=0*YT=x8~iN~$g5@Xj!rF&R8dX_#%c)x3l^}1Bh5qes7kD4vN zG@^ovFsg@DWhi!-x%?!bWXb$4jJ@FD*Ok)8t7j~8rr*Sax8`PUX57PKz+{0i%%Ue4FJ1;HJbk6X~I|8C>=Ni z9pCWkw-r-Ns)F{0f#D$Y*wP1)cZdV3<)6+aLEZuO)4U88pIQ6Y_CcSuGo)F%Lb(mdXP2QnOn@aF@C+WaD*Yqs zdvY8s<{(IrH$W8gjmC;0FC$3bl=&O{!lfKY5wTq+syu(;Q`TNdbY$raB-WrEnG|!!GDHMeXD#$EU~VyERR| zEAlCP=pvBdq?IX=Cu^Pq^H(FY!c;ehyey_kGy3 z(#EQe0PO=U3~?ifD#ey+JnbCpOhT4tT;YIitciGwLnonAILg6u{II+_^@vBQ(2_I) z)zbGGXt0o)fURR>D6uKh;ohd&)dx87fo8FkMs_WIWLx^(#%9Tfx->F8+Y4mu?`rsn z2DEFOSYJL-`+J6w++|R7+UR)_@OUm+8Kw;oGKpHm^OoFWD}eCIDG9objBdo5gZupB zU8P;=7^A3YY`q=woh9?S+<3FP#A9|vD$_Sjgl|UV%u#j69Y}Nl>-a8siA!}WfG@yt zLOW`tjJSw{QABV@GKnz1qtUc~c6dOQVq@l}Uop3sFV5X3+j!7iB5P4cc)2n!NLgM* zPS0>?ijn_FB%DkoU#-HQ|G%(geirM~n>L3J^WP4JcX78bjqGYC>L%8LeddCF_+5N% zH^&|*=q?ud2Foi*o+!1dK>zS!xu;q^OJ!pQ9CJ$@a!PBzNW622qs<}kPQPK}r2qo& zo~_od*%+ulm4zCA_xy8t{O;84OpcBNSC;(*!4KTK zt~R`t`XyH%*Z~NAKyO@ozQfLKV&sb zzr4x#VUi(7d$7F;G*DvipH#<-E8hl=;2^bzvqN>c+$wc&u_DH4)6LYsJ@&=CqBf!9 z&q2Id;9td&clDpO2+mZhqu5RLa<$9LUsfwjr*9WWlglr|20z5|qnBiparOeHS> z1@;E+PkRWoyfP{-yImY-nif6*}mBPAhBMV=*!O z#xf*lzsITWlakDOgsd#9N7?(ggR0X%V;opG4CUTjOh=lE6ACs=$dmFFZ^POz=*CzM zMwrWh`mF$(ihVd~dK4X(zyGMMWE^Uh(^*=Jj|y1JR0cIa&|&1|$VqNY5aEirAk7PF!yW?xwA~*`_XDdpfx~;6hK_h7RZ{Yu2G@W#FX{1^iT+a0ImRDd6{)2)m zvpv;ieV1?4!OaxiR8zaa`e96Ha;?kDWcc8G^Q!dr%}5so${==o(|RXqwu{0qKN!Q> zqh}UaG+!VV)5^bMc++E}6;r9@5yDBa{($$3>Tfb{f>gzL-IYBya(j@C7+Nagc6h|s zOj6jwb*U7oJMmk9qmabs2AdA%Db~dBztR-Fu_tlHzk-T>g>pKx4I+cOToZ6h$Xb+c z-%-JoVlrkKEKHZlOpvI156n)9GDLTgp{Ej!Ggp&n%P9^OT$vNqkMxu5zfr&|`*ZkX zCn05BgSjo)5Z1>TYp9un(%h6NLeR1X~CN5yq{{w4tUN9#~^g)xpp9 zDKjlJ^jd*tS}3VJt}d>507c9%*PCb~W2%&1CHC@gu2a{Nbv1dkEeOPGH@e+`kyPdm^Vb2hzM0-NFwJC+Wtho? z_?I0JCt(K5bA#IA5>E9tB|el^Xris_JP$Nh;)`p_<4&SlIrC+lEzl!zAo}dkv6lkH zK!Q(Vep@64A$gVOoR^I~a{W4c6piCAT;SnZ9;YIRur7q*I^t1o5|S?$0LFcWra0%` zsc5ZXB(oJw`kKVMM{|(+b48gF!IeP1B)ih{3tQO!S$1vX%o*XbB%60*4dZ`HJdq?@^t1QInveCHOT8N=2KEdya zy~*d(gV4{W(oQ-NxOB`#AXQ4N;|3kJfDgLs*|hmjA%p!RNPhv6S?RQoWlW{giDJ zqLQ^^Sy~}pa*~fmk{G`i?$-p$uC(5ArZX=MP!;DoU)TCRre{_}rvB=X?Pk%Uv}dn%r4r{zUEN_x0XOFa zY7J@!AE6q*sxDVrvl#J?I`pRQzq6$d)deHXqRb}Q5-HmW+8P2OBaLu5iPlT6u0~HE z#&HR!XE0$k4r0_3fWkUa+QZSQX~u23`|+PD%%%Cl_~sC-!GMj*9ipBR3U9g1x#EI) z1gGbVdjPT*i(o(BpjhTfIzs~e+u74JSPii;MtaMZlOEjr-5ge~@T{J)ht|o4nn4eV zsiu54m>A>pjDY}>D(pDl`e($711!$zpQE^L&;|;(#R>jt$0H*SwtBJvE7l2N^wRlT zgd4RevvgJoVhrulkwDd-U@m%2Vd_d`EkY8#QKH#Nvep_A^TVuEX2#<*qP7&&Nq_aa zH1!Q@6Q8!ZVRMN=3@Hoxk@ri+=~#C@YlXH(R%Q=WmA@<`#zRrsxtK+l(w)5PqbdW( z@1&6$T6J?#*-|3HxWp~nJfyW#hb#gOJTXYFr`7WmtQ(nrTWykSd*bT31Ex$Psm#0z z)L0~$_L`I6H%6R1`e}%8rn(Z3e@ONnHl;=`m%eg+duNZ0uROy-^D&0Ej=@ zD$?`-Gg4RYq9=lD8NkI@sMM9|u>@%Lz^9+!pax0Y!cO|kHacOy4}Xb}$&Y0+J8Gnp zyZC0jR+_rJ{_!#2=o!>YpTm~}xW&MYjkV?0_aqD+Vt1pK@o#5bGAzs!DQg=Gn*Wb? zLEoQ*eC4`N;N_EdIkls3_Yt1Gr(ExHCgu`J%bzXq4G=iU^TE5!hecoQ@4uS2wm;s5 zhWb3e^!#(My;#X-S8GiR@a$Ds{>FE_?40KMg_(1v^)tsudCsQj0-O`{-9dT&wJ<^? zWNf-Fc~lhff(oX5FG5)^4bG6{$?SMXi&z;Nkl(Hj=p2|2c|1n7h%`F7NDcUuX0Ru% zp(j&KtDxNBpG_2j%NzunMRle_3N(pyu67dinJYYle;MbK5YU74P4ojV1mq;S()dYg zN=?`W$gKKgpGnThQkC&~#&emm#OuxqNJ&lpTn$Xw;!@$snY19WrY^~03r1Bn(3^Ym z$v)$t=ruUUc^KnSa8WH0R>tc(p;)TUwp+!?XX*7{e(i|SQ`hf0kmpP*){>N65;S?) zKu}RU+DW4+D>`q0f0dPQ>%w zG$X-NuO?BQQ%5sA5=pm69|A>jcX|GncZ2hVX*{_CJn2$WW&Gf{vjKGN9f`HgC4}~) zxePt$P04F2MX;ILiDqNmWQ-KpXlZ448b-BuVTN~dSVS0-0h>!+EWG)-gBo3ss1mYfdg;YHK$5^@$Y+~;5Cry~q3Je=((Zul6f(k|Lbi!`7(SN-mE zhX01=$i^3mzfk)adgjE&Su|7%{)`kMNz<6Z+?QHP)L&{UW9Iv$$67@C)5!vQuTY+S zTo(009N-S%W(~#w^ZBeM(k%luW!b3objJZ1x&pBopkyPE=+>N;Y_;^0?G8fc|4Jm4 z2;i%$B}`@(L|4itUECl_#bdR>n(?69sh5p0-%u_FpaqFa*%9h9M>93qb)ZU36}sC? zZu2pIF*2Z!t1su*3FY?xfcs+T&j2b`^v+|?ERjQ-zj|Zm_kR9WyupOeWkG-jk-Lri z-2rEdea3CEn|rx7pun9Oav65UzDhR_JjqLAc2*j`-nz0O?JMuig(Nw=lXs>o-~Ibfrr`zqKNQe z)5m*b7=~gqYgisFI+52TUIh@Usj%S|)6}s(GLrr-0T%z-DR$#i%l|$sbMez@C98Jg zTa`=xgRwx}{e&4{zx*N8B_yyXu=Bvwccq0Tpjl#hH}z3NOXO1faWp5^VFo^4c|d#) ziJ$e-(sEQ{2TggskQ>D)qb2gC?q8ahM#(H^+-%+X51&z3A6R5fa?_H#_-lZj?coA4c9v#6h~dFAp%( z3=R6lxg#h_E`W1ADbb2uazosYj1An^hsF+w;A(O=OZXT_XS_)0-#Yx$G z`eT^4=rjfWV-Z9sqk}FXL-Jj$eADfHY5F&!ff|3z1N(aY0b&Lmv8IZ^c%v4l547 zA`-*jl)jN4VzY0Xj=*%>@JD$V%G9+hJ>eWM239-;T3Uk{D^}yfdV4<6&5o?^3@&-y z&Uwco7_&ccf^-CjNqfJv>Daf9xo3jsr=+P%5AeMY+S3rRv3d|)$R_T3hoiEt;qMN!=-j7iC;5 zo;P=%fHeL!3+xNzd@7mwL3KaEw(-HII@PC_x*QTZ-1>2zo#^@RF{f})_w|m{&-jure?I>t5dGik2Uc3U zKcakczy8(rw(!`moxf7ge;cU1?mB85lWbp)sWh~;1g5cC4QruB2KsufA z9wBXo^dKc5%(;e^Fmcly9Z4v^0lYxe!e@)tjHVs?2oFAm&GVZyt@cN323@F;d2+QX zsIkV3g|$_!A99KaL{cph&*lA4ZFlV z8C|}fXQG$1PhHJYXC1Ydd z#~gtj?Pa6$5_+T7_kpP{@(khH%nsrfND~e(^~pkn!ei*%oa@|hzr(aODwLvF%8mOD zm`my!2|pMpBX1WX;iwd#6%}DCz{W8zjB(qd$}DRZ!gNbL`NF((Ro=*e)t#7W(iyGX zdP~=@>~$GQ+3&PqoBe~3B87DUca09eLr53{5A&>wCD4Q_yYuC0gXvi1{qh%79C@}K zJB|mPgD)a)n~8tZsz%#!u0k+kh1HSO9X;+APOM5G2}PRcjoKkK3Z1_s$@bJx(-r`1 zY0!+O1p4FevJ%i|RfbA{leMZs))*dAexcYXPL**3;!+}2Hi z7PJ?BIl>03Pe{6dYW=DRU7X~i@^x+1{nD`-@#pyS!m-<>zuimKw!o;HNym?yS;{&E z5077Rc1|p7z?!_4>wRbKsTFTUpRyQ>Py3eo&eq|~9IbvYpX&u|wop;&r%by(YH+#( zb|oq5O|@H*H4dX7gcw%t8d5%%t(XE4OumAg9IK~`o5_qH1|$>5#pIcVlFrWX%LR^F*hCDu))x-ZTNBVzA(Aik>YL4Lt`pfU;g7ZUK~Wri>W|DnXnVH7?-QnKhJ#S0I&!Y~E!UBf z$vVf;f~ozq1ima-j**cQ>qulnaex7%GKRLrULeXIe10pPUpnT#sUdu{BRb8OF*#`` zX~K2~tVIR5r4xw_Ag_sI`b@m|;IX4>5Ui4s>|<<38L`w7BvJn&FNjq}76%|o!h+3Q=LK z3ENaY7Po70e5^(|&Qkh^HJzkBGe!*q$k*qwCUV=n@&aBG^av@3Wm5-cFlFW z1?R{Uq5%A&T<)w@90XQE6=Mml^h;($YM}IiqH~tGa)joUQBr4yLxP1g#5TS9r3f@C z?_r;~19cw3EH=!_ILVU~XNo8@k$|09^B(Y-{b15%6}zp-&T$XO9BI|$ZjrfY{%1;) zE^<2Bh*Cevs6`cIzlizD|CU+nwJF2|dg`f7K1*O`7zrb<4vVz3GyJZk%`qeru&z+b z$Ve)k$Cl&>UW(aWxvLez8a4SDbobOWkp~Z)>T_qsHmJJ)eGXpn{TGt7YrZyi zkpJa+_p$%ef2y&wtJlM7fBg$FE3f{ZS9JZ*_SDRUKmU>c#h%b-#<;2o+1}zdGGJUO+PtW4!*8j90e)W z#q%gP|5%)CyZ!8s+;H9RZKhYvYBH2D_-LSxMYTSFit$}V!iaB1rG4^QV}5_?@aCtU z0{0E=-o##beVh`lmF|p73hPLkct~?kS9cGf05dn@o~>&I9e;@EP->&cM&d7nJm@q# z7l9CNsR~m6B^$2h1P$6P`wf+7V0V&U%piRjR$NPIyr|DmCC9E*E2<;bL*tu5FHx>L zd$1#+z-s2`c_BSI_@T4CaaV+OxrF_ATu%Vw{bSw=X;tQ)kxd`5S&YS3qpfY55AM3r zDjo={Z^2Azv7Z<|QM8<0T93mT+#C;^|p8upO|Zlb6q_M^Pa~YGBbQ(^q;r=vU?Wu#8w-63w>(>UWu7m;2;BSl63CDwXOE zn)v}H=@g$jMD>fm74$gOUHI55u&>`_rwjcSzI4H7q(5slp*?+q!HkLobmZ5Ym6N3F zGC{cBw2$0ifcJQAe&)}0jGhdtztJ+JWY-adJ@nvd13zcr1vh3y?&BT?#;~vGy zGR%(>#{#k1@be6A!LC6`g~7*0$^!b%RC39}o+$k%yy*j_o?> zh0Q(VbekT4VMl}}yKI}Mom$Wg@dunKGv$qq^h8`t)@yoiB6az~fco!BWm2S2R0oEI zhk{?lxJJ9te&FKdttCm!2~8S;xYU$CQ9H3+jMg@tUAojw7(mx4PPsi=iA5a=&dV@? z=&FKjQTJ0H0nz7D>Q{dAeDTG(km-hwO~1TFB-v1mzGalafmmUzcSq~rSk&nqk1j@O zjZl(N5zp>gyvr#xT|Xs-*NS>Tgh4rgby{v?D&7A-e#if3izS?q-{*b~-AeAhny){6 z$`QWt)9D|_lDR+OSex+f7{$%I`*?`${j;C%z9dgP=1x}$o=^;2n>uV0>-x7Wc5HMh zuKfC@E`&)rTLQb*3Yxm~WqTMX>uTQQb){^&hpZqX;ANlsKdmf04NQsnmd>9&j+@N- z7c#$P_3Zfho)cN*lJp9z;?=Pz!|_P)imp93ozD{V(sS8bt6}A>nE^8Ywei!3-!9!8 zg%Ye*RMC9we?qBqdbejxV`LcDGI=QHi@z5tQ}wRAdlnBu+t?HgxozYe^2YRfE(c+i z$^_Iw{>m@j@UoGnhgK`uie&f4@ikB%DEwjYQ4(+lRoK6lZaWB4awG4r=OlTsO4>J+ z@XFmMoS_#DdCZsJ6)t<`Zw>aCZ zyhm_GMlAPu^5~^!C!NlW*W*2-(;ADm6PL-8qZQQN?dqRLe3>X5iiNu#t zvnE;B3*?1;VILs;O}r$wREyQK6+k*=)o{`K!*Sg$#k>%gx3Lfa(ksjU>rjs z1gtEe(z#uOcsUXbL5(Q$r-i3kAZ5@W9&p3*%pdcjBWRv8rSSuLLm^e8 zrUn9xk~=aq42E&mjjic?@6%n11~M_s+u)L7{o%@Jofj>m2?o`)OPqiZ@A)sXif`L2 zm^UKHc~HZNG{SN2T0!i=UU{6w&&>3a5dQWD%m!=gna%egxGR0v5s9j+(Du|~(Tt<^ zpZ3;1aU(9hM_E498AWES)FqhBEcRd&T=N$~Pe+GYsrQW+r85JBcLKTzzHg(O;{?FJ z)(7MzV0pN%PdeTJDj9tbcUd*%OsJKmk63c+MPfc=Gn&5!#T=N^mePs)e~LIEKs&V- z;4gaLzs_ek=nFu{Z+ldkK=+(` zhRcN#0$vWEz!W`vKc6nFRdFx=_Vr1+gcL&uo`yKUUoQA;yHb&p@1T~Zmahxm`$jS6 zH+WvtLJ5F0(JD=J9bj_Q5E%Q`6E~cS>uY2pa}n{a%V_F(w<(-5&2onWUN!0fX9owh zxF^*yi3pCRhWqXn z!02!!VCc@|8jIOM4|HpL#W~P`SOxH1IRqBXx4qS}qHp`) zA^;GkW_z*e^pCYHL)!yS!%H0?z~0`r4OrhH9WoHSV9{r-i@ikj50d0^X2JDhrEI$5 z9y!l$BR97>qGVmQb2Aw6w@p4qJ&M{4k}y*9l7*Cj14GIhg3P8TN4|e(ho>vAtQ$$7*8UBl zJMi)Ng?_gQo!1OpUZ>zH>Pe-dkh%u1Udd8r?%A+;zP#_-zgJ&5v^{{VL@a_Qo7EJh zn_JtS3xIK3xJpChX}U$zxX9a&>Tnw5ywJUTSiBR~)-IGEN&UGVmbx~5PfVPn$_AHQ<(EzADZK4^?6ZFO z2%O4Hpzfb!W}7<+Oj6?^AZn>Spp6BW6`$vwnBi1AmM!C#kJ#B`EnSPb={)ZUu$gs? z%!zcug)#6uP8xz^JUt@2IN8dRR0M;_-O);y(MN|b2G}&!3VG4;j~9A1DenKM#B?8Q z8COrSQ~%bnaFrktfK+fh3)FDLY8k7QBAS_%Xbxp<7UEh4xFuBeIqw8ad$H!}K1-(3 zVf7hxX70vK;gCcJHF0*q(;d3@cMjK{JJt_M6=*(bzdqXE#7JG9Ifm^#^qn=8+aInM z;*=MNwIpF*XRc;1dYCq3@0JzMLw3&>aR_?v@J*TE!d&|1T1T{A!-;(SAvh0H=KRn8p%xcZi031F63 zii&78uc}U=YB)?%F5G zLi5Zl*!+Man;8Imb*mDP5d}5pCGFTJj`o6gp#9VQSb}TthiDE*-e73kiL3!$6h5L` zY;7+vR)U1LDGZh|38yJ^=!j|fgtp(QP9zE_o=9y!nux7|Xe^Jk^Rm(25irg*6A9tg z#5)rkbl1%B@=vp^Nu-qkvR}9BGP>(V!ROje*Yr_+n@=HG+a8N%yd~t?F#Xa zni_VD%JzYlJ=-CExDX^|Hnrl_D=$$CHD zuuwcbJ=b+G>g?3CvqbK2oTG$4Yg9a3q03tZ>OHY$CI&n~zR4N1Y<)Z!946&v-?Pp=BMYbiJrU^pRxkxDx`Xz8 zzg3d3xc$u@4+{2ZEA%)=_GDU2U(D->6JqfG4B)%^d`{fLG(`GFy#8hG3DXPT@sS0P zo3nty+1`F6$Y_&jdR8=nJygXL`I)}up~K)#?0}YM_?kY~P--cyfy$(TOeUs&P*H#Q zBS&hb8e8cJkw0@`VXW=AEmFH?`jv`yDsKce5^Foi*Kz>W0))(NC(-kCe`h$4Jk2Te zF4KY=jB*lF9aY~;ohZ6@nuB~<+T{Gqjjb&}k0}oFh5ol*LiSIg!3+vvqpnc&+F5$S zzS)+iMNypR6dw{qWZ0~BE2Qt-py}_LKnr8k`^M60Q~&BFKDTKEjajU^B&Bcam8#Ty z!5}@mimIS?;yDe&c%ce+fq;g*c{)*lmc@6h46I~lr<(4lN&^#58pj4}kfmIUDw`F- zc0Rdj?;w7&iVKT z`owHrstE7-con6Kr{v6a`iDiy-FwsC42AXk;?vFq3MdhjDTT(cOQ@{9juM>uXoOG~ zRx0t7k*n4$F3-7o))hv%z1gZgmgeBe;=(pPS@Mx8zs-OSV>epXAIoD!dY@r!;65+i zc*jA6Gq=$~Ma3t<4)COP5uyEHF;caah?R}p7 z@Y}Fir5q^ZBJJa^+w|)#3?i7+)MQCvBvgb%CqcjM(uy79HhZ=|pq`l^j(@Um zv64AWEZOW1qe*=F-?i4{tLNRG|EWq<*hMCH{`-66q1J?aza!zN=rxsd%=yVaa3V{h z>w7`l-Oddfayp*#6#K&cvv{@ZjiaWIaZ3#@!-=KhpG{f0?)+;W)B{R++n?TiihJ-U z@G<)vgTqBl2j4(>)BJ4T_jmG-loFRHeKALQ6O;3`&&-|T|I`hK)DqqW&-BLYv)BA> zhLpRWkiWD)dLzGi`+A)`_Kn{%ob(JwhSFL1#I;^1I1)JDeur|8WT$ZQ8}$*Ek2GH{ zr=N@mYIl9MAjMkxBQcqsxJur?ZS^tQ_w+KTEgizjWu>9z4UfYDH|V@Yi0&yx>7dtri|qG7l;9KD82>_2Bn@W{2*IQ_bGcV`s7n>FrLF=2ooQ~xN25$zNPzE-z_UBzZTiE-p z@@miK!S|M~JudT@o+o|uGd+l)pCVDoM$#oRS{Q!tOK6`oRj&Fnx2AJ8>3ow= z2a$S6uSfOf2ncLHetI6zi=k>+Y=)wmk-q+?cC;!{jQwjhFNU!Iv!VXM*U4#Ttpy}y zWJRV#94Cwk@ABvY*eQPWd6?c(4q3{PJdc2_5vU7rAS?D(t@_{U-aU_7e}Y#0WLV}{ z`;PJ|s@X^S$32Y_@9u)8$gC&AFURyXI*94Z-|#5r*}fN@{F|;8+i3{QkvY*#^#8NK zhEu9+8gPL=;N=P^M&t^j*8tXzNd-Pj4gCV2mm8X;&&=1FS%PE`Q^t1l+odc zX?Vp&nYq1W&IkHAc3~H&ZuIJ`sDBLfys1V$b}^ivPr6549;%aa@6WvDx5W|OmDkMF z2^P60J)*9JK1@pEn{cv{oW@w|lSiLS8w{pU%QI0jV2?eJPp(L_ur#RR^jM6c!@lSI z85klbg`y5^{8Pzz@E{%#Q=VG+a;Stk7(`QfUOuO@K=!^L47@XDmANk6d`?zEH2^9< z>vVO^O0(5iDitK|`VmWz8lFYyphaCsD_*_xzinn-h2$U-X@DnvbbPQ8Gl?)8s6oGM z&l~)U>(_k~ zTq6`CI0RRd6400M&s*{0LK63=HxeN|S|CztS1+gpyTEuq-h%eL#-G#bU+d+guvAOEyTbix}82&P>4UTfV7&Ps@;^!P2T^&qpR|BaM3u~Wz=7fxsP z$Q%@Ya@6IX@+@0#56KJ67UdD{O6cTmP;A^OBg!(93{8-YopovBY<7JVDR2v2C zh`@jUg7V)FWYe`dKXQ;*{rZ+JG=meO!hTZ8$JTICdFQ_SjS^ay6BbN?aAl{?q_zGr z@<|&5Y07Ibk`z6gqfs;dF0|Q4UoIq`No8ncVJ05MFyqxaFZ*@b$6)<@^1*^d-e5Am zQKa20XU1ScwYqb^p-a5)cOX%ULhO3kbTqlO=&F40vToMr*E&r@o$a$z+%M(-QMap; zadqqi&&}wKao%8hMpk`hbMZg=8slcplubhpQOGz1<>;Rg{*+&Z^yITv8G#H_q>Dv0zx#RhGbo~#Mn5ha-?m|Ez)|~7E2v@1!@cPAK8%t z8fzL^R06gWrZP~LvSWkL$G{^@%Q)qZ&`>wO)Ygd%wqzOTMKi07w@F#U$}u zv6>}BL*B-W?!>jnMiOk};rBg@X3^PnLX2NUxL`w@X0Yf{6g?GVoGv02$~eo2k{1LU znq4?I{4CZaHF32Yd@ZtCQ@t-bZp554({rVn>c%~)G|a@z3)?X{NT)-@hOqfTR0XOXD&U|~iEIB$ptw})W&1&?4_NOFcY7F5l#X9RIj3Zmj>)&76UT)o_ zaJ@erx&^H3{(IGe3ml%ExF(6-djC%;h0Em0aDk>i<)nRleWc5$jc=|&JNu3shCx%x z$PMo7Ix{jJZXB)tu(SEczq3shx9`2TS~sHeTW<6l`yK!B`|0@Yg5Tf&bv%&@z;3-&OXaz`&IOUP@`6 z(*z<-H7XiMk4|wEp)TjOCTG_dVBwLiuIABG-|*rSXW|1C#rDgWkPn{3l~^Ddv4y3E zLb0mx!5ce%4un{eG!R?z1|$GB_W7mgZ6MdyI2JmrF1mkZbeNKWC+&8qO*icVgC8m5bEuZ_1RsP+yyo(c;0ER@_q&9{6M1o2+ z6dXg@YtnUGwiyS;F;aL(y^CN`EM2|e9Sm26zJ3x!z>-4($aA0}$@+A>d{mn?oWs9l zGn33G$T@mD)0W7L=(Q(QJO?2v8UhChUgW^cM>1mz*`p9ZUXzz8!3LtNu{oKAD4(NX zOn92LmI|kni^VEXWw~xq#ADcmCH)90?r0$=kUmecNlPtiYDbjmJxe!Ks0(17XJU5z zmn@S~F%vz*AS+q@jjRx5qiAWyxAxiuQ$`ON=y-!2T4aY<2ZE4;3 zdQv#}I?$)cyQmZeia=9+;CPNz{RVi3BAOB_?@~jop00yPy(JPW?G)@{XJ9Yc=sq2I zKIoa0rY-$7tN~<{FYSAD-?od=S$}G@hWt(qGjlbRDo4uj+Ux}z)wM-QaO0~t4eNUk zUd14+ySg?_y@)PICH>81O6++HlK8Vm7yH?l`%efheHT7-X<p`#rz@ zTe8YO9q(fQpCwyEWYGQZN+{$Hp|t)qrDEIU`PJ zzfj=ypx>thcN-SiXN~ZE>624e*Ir_^kEz^K-HF{^7q(Up_zodGqxi8i&Fa?k;kz z5-HwwAmuJ)=USjOYLiPbw&Uyk6Lk6wy=#zYh3b+d?pZabGQ1TFQ@G(!JxnBjK`ZqQ z#9^~~|4|=EAFb3A)WEQoEGg|xG}Q1XU&kC!;%PrePQei_ND3%Gz)NmLchIrdDc^aY$PALg zCj@6~LGd&crCOmt&@jTSWK+<|+>K_a4wN+{G1fi>h)w0^&uOoGt!p#-m=iv_`EW{8Kmpubss5H}?ZZ*qWBBJ6~n_ zti5gdnEgseI^DKbL`v?i`ZiCQXv}gW|7m5&r};nH_(FcR34R`J&)FvenrWw6l@DEK zHOZ_8;}g3nbuF22Y&Vrp2zkH*5rX$6=8Uw6o)|+WYK|VAgsI%WV8=?=wC-nQFih+$ z5=}4Y5SuBm)QN{nKN$T?D@wJgm^W|0VQqhQVgMxTfHeGZH6lE@F3P!5Y`WT>Y<#B_ z&f6j)?&dNV{bH5qT7OUs#4!jmeoLCdmonQdp3PYB@E2$744rG*o4ju z`^?u`HrcL9PvhF!K`Zf*s@)C09C}B&bTWqtL`ah+!gkqKzkOEjGbKmR!}4JFT$3~P{`SF-J14C& z_LNQNiJV#3FYTn+s8LXaH9ur35EqF%u^P=(**{D)bz7cGhhyAD9A!Z2URyWJW);qT z-t*&NY$FsReZH4e7Y)ya3oFAr*NHjW-Cs+PkhllXEAlYm5LdHIip^WW*O_uO%@SA( zT%$9AaqistBi=;avZ7ne6MerRbXOoFV;d-g;AvLm%jB#m+V_mbAd~EPD_M$li|gdR zH_P3#JLbcxG)dA%489xEw7+ZE`T5_c^}zfx`v0EOrhm_=BUQ`c_v-fFjoQ?#FF!Uv z?@Bx-i=Upp`u^wF&yXDHlhe0vM28-)Reygc_r>hn*~*OHu0l?1(=>NaZBEneahms& zyFs`2udoz$E(+dLee$7c>w=Qt`L)fyN}oR~pTGTD3t0`|-5;d+Or8}e9i-gpze`6p z$!bcd?;rfgA<$f+JX-i|kYP)lys}fjN}h$xkCc{a!@eDb1oQWG;Dme8F>)+|r=LRX zE4zl%%Mzn5WcW}Wo2v%7Lf7BLQ35h6zyP%dKUKZJYIdy#&peXy$z2n*DCTt;k(kKl zF-l=FIHYA&el-&c16pgF!PPU?t=aDB+{jGnJ{qhKYdxTRo_w0q!g2A1OI}Hgj;yIc zs(si-imB$lwUk&qt02YjAJ>60(;$e@$DdopPeW5d1~CrkJ@luGHN`^z==Huh%5=S8arEzJOVqa}jRn zwRp9p6=FtEQSYR3Y+PI6yRY*maCC={=pX{IYqhp}40PW!l(AwiZI;UBNcuy#jtF3o znXlA57>6-))5fT=pi&niWFyWvN_XvHu8-D^Y|cnoDLGv4T29kP1_B8jtd{OEIiNsw zUokzA4H7Cf#$vCZ(9$yqV9BI4Y)&hW9^w~}4W&P*O3VTb-qTZT-0Ru<S_5)1&>b;|LA zwtEpeBZ{u?W-?t?k&3W5>0{|PnaKlF*1^eeTR%Xs7<_p_N)eV4RRe1XPB1qerU&vK zZPGxZ0-CPwz-56%d5G{k<8RrnYJC@v+AZ6Rx%D5YJ>+B z8o}FUZ^1UfyJ)T3IiZo8oWwvEJ59`ZJV;M55vxo|plVv@c-V3!fh%R~(PxAz7Y1gT zB+~AUW%%mp*U^$(^XYvYb83gz<_8nu;{&Hc@-&-9v@XWU9RFj=K$h1)J2TtR7DR2O z8k?w|pDhn%hX0<;heT%d>7R3|7Hbf^d+>*PIA?!u*EXE|>7qv0F#Y>(`k&n||ETWEGM-$0bz1%K?snzh1H3LF1$Tsaq0`r*di|qJ$0e2Pwu{^mf<;0f zuO}Q;CBAW)+n|A%H0Y!a#)yyvU=f(nD;X-uy*7*HFhWwSPb#ao?FSTU8Rl10+fn3( zA1+CB+08~K`J*&oWu;E5%>*=9=X-)x&?#eLW|4n|avtI{&#ND?LylhdN)~+%1Kv4c zh;O}=6}EK2azQi@ubfUyh!m235V_cpz-jO(9eXwoBNbQ#BUoNMZ1f=l}6s3J|b~K zN(d`f0a_OP=zO~Nkx=D(JK>he zjF|PNA)!kKiOuX4B0hZytI&DYCNGA=a;nuVrsVwX;O~2VsUQg+GmhAoLJy_f4XP47 zp8jBa^wk`isO|C-!}0cA=^;0(2uxi)y^m09T9IH82@`)Jc1XZwP8MCzG53qxX@UX-WznwfU z_)3DxhDsNJbkl4kZO71MrZlKr-lmX|CEX}56Zb$!;aeUa2*Abm{$Y4O#MST$)lntM(cHXPU&(-T>3-7ztRofN^Oid3qT9V3LbC{*+YshqmIrYu1X14(t zm9LCVtC2SquS{vQ^r(&r@7% zS$nwf&g$D-R>CcV6`6&Q*0ewoVP3@O8`qITq^{lpQA=dOzVRTcjDGez*k3h%;U4wYO2AL~O}PO*11U?7Yo7$%fDd$s9pi4MXUb3A}4__8G0YRIANy zAT)~TAJq)jH-rPA>dd`+P+e0#?bE8q<^rA9m`7>#QX6Pp2{LpX(b%G3Foprw!mxfY z>usN@)j5%|0=419!0){eUy$W`WMe=Fw*V<=KF(H1`=* zgkTB|5PIi818Iu&vgUb}@jckqlz<1g{LEsBi2ks_cqKw8B9P_PqxVpg=#Do|_|?G3 zGG0Av&|v+za#-iP-ZYxGIa<0~1k<#d$hj4ng3o+}Y&am;75}4Y^H+o5~V9uD!4qwYmE8f98gf0h1X?WMv)+UOMt9&TEA^3QDfFpy#_VlV=dmClJZ zcXg$~NI9*fCJnVv5Z+e8J{3MPmWh2Sr^jg(T+8M@6qdzqhfN3nr4rxcF{_Wj^-6HYpf9$ zq<=eJGHQ~L1(ywe6fKhrX(`E_Rc>DptDm7`A4J@@t;#o0B{c<#OnyI>pbyPMRs{{h z;Wr~zvV3%#p(w>JyY#PS>c6WsVtq&R8<2Qi{MB~6unZ|}IDlCkdZFngmGpX5%$!BX zT7pa1oD*1(#tWW(aQcL^CLNs^COU4Bl{JIL4K_3Vt#)>@An^r8;=IZ;$Iu?Z1$2#}>l@H( zBg~UF6#`qQp37!iGfSa0N+^InrX}A}ViZ`URnM2J=w+lCWpw8=@;+4s%EJ@+ZwagV z5i&&h51(cEmRTh7)5G6m)=z)$-uV6P=--BOOfP(`^x??%i=F!GWB#jue>=q++!|+1 zX>%l|^8EUJt1=^cHnIAS{hK#mXHTsf9te89X?vrIbqukne9{D*aTwOzQiy+tuMhDv zum3h#&NJWp?AujgcD0bEWh34YH=r_7{l#Igr-Q)@lqn1dQPN#6A-Aw6vXIBIY`ahm z<#i#EUV)7_8;)w08ZrXamNW(A?!|kg$>wQ5p95R;f*{`bHTjmC8N_*qxJ9%!SqGgg$og6`-6*xHl@soP5;p<=^ z=2gsw`)t}yvSL^@Q`m4Mec-o4qVXxOD+ch`s~=SCV#UHwY;x4T3!D<=X{uUvOj#_i z>y&&vKlpna|V;GZT^9Xqh->Ve zAOJ|fsEfF0W*GqJ84;nJ9(b9!}kDdSjnRtnlJ`K=L`wljciTdhsp zWS*~?tdP@x3@{6fmkjv@F9V9IsHQXQqD%ZUGoLWo(FIS$&S~Osj&hqHl3;Z0QS<$@!dy0r{nB)zc9e+Z4-ObUh?vs- zSpwP}Bhuly-kVDmJ3*UxuWfVnV)aCAyt;qcQ{pZgz#GjsNAMCDi^YSnLU6B^sf$?* zxu_D`(q^HNsxSJ969(BGgpnq4F-u${9M4BZp?pFlNF+(lb1nx0M^zcgu^$-zZ$aCY45~K01>se6Og(TZqclQF6?ZKffB!$en47NsSqy zyanUtj2M489R@o`%HzY$Xg!E?(+2qa>q~Dz z@gl|n2YAn{D}2J4JaPia+7XHm?t)1H36n;*+`6f52h~*P=7d#pzNXqf9TL1gshCr$ zXxQf*x38C|R|ucf)bNpoW8~WEsio_{w>!Wq|5Zw9(`SeNJy!pwe$=(}dyk3olB&h3 zr~B4(zGqKbQaru5P zkPv?>WuMhZS6opD=sx6XNNQ@CeL1${1*K8hQza($_IU=saC`x!VsSgCt!`3d_MD!URN)03gLL{|gTASh#aDOR8_G2Y zIZ@*JS+wUo6L}Ehhvw7-6$@Un4LD}d(ne+RH=mgoGm_bj)-95zIPS5iFKw8DPDGh0 zl)Q<;y*fJ3m|_x6+PE~()ZEx{^>GF*W{Kfh)Du)qE|=-4)(5M zoP4)$iWbAtaS(=Xg`Y{WRI_jN<%`j%y^{0ynZmvT2Sj9mOj>AWfSpkc+&_--dsPD^ zDH{{o12+t~(cf31@AmE&FOU~RuS1&#kcpx3wuQWgdHj40^GQs1^;TqxbG!MK5Mh)^ zeA+PfO3rdO>Y|B#iV}&6X~zWil(equi>W$RKsfQT+Q8bi$#{#sv~UqqUeR}q(Q>i< znR3kvuE!=~o;odsM zvi>Zbtc0F>KapsIdkrgE`4Y>h>)Atx*Ab_=XBmNM?FN)=&`S>WFkP3#^Z%O#ysmp0 z^WT2bz?zVFx+GQKLAhJ?u>L2V=Ka1tWtYz`0?3ymSO5O{?oIROal)=~a@)xuk7H=@ zf`RPIptYH(Y@JUJ1@%}(zhu_txQ;f!SJalIr)8{QQ;ux1=Fe%dOCs%N^*9Va`E;R9rB zwSM)~MXGpET3zJKW9j&@??_bB;Q6<$_x#LN))(swIQ%~eBfB_7Z>!aE_wKrC)(Om!^NwHy>R|nLlD5Xr{9lN zMOV}^;;j(DJZeP$v}Qto-GE+JLe?;6F1Bg$%LZ-3GFJ@h4uDz~C}9T8@g@W$y~Zb_ zjLABz7k(fXQvkblsj*KYor?#@p@UcVnVpD0g>30(c1eoeKUl?JdHqy361Y3%P0#KsRM!Gdft%hW1`x-&hqLACGw*8ZDg7l2$GpJmYT~uf^afMY9 z`t+h?WA5>=OhI?+r*rM~6sKz?hsrlirQ9z^_!P^TvG9kTm%5jYn958oNjX>_W*z>(r$(6TV}XqtN|s)@ zU3IZxCX7;1QX!061_2{6Gl5w~013=O~PN0J17D4AbPJiDoT{(Zs_Gj(F-wsxPYPT8Ky*MO}qMQM~BUI~tUxD>mO27hhzH=PitQqj=-#&R)7G_5syn z??K~#bCPTy;((ezeq%o*g_8Mmk^LWHO9p+aWU3a(O~dfAB_7oIJ+Q3g&{J4qK}baP zH*evjP~qn{OM5WV5wI~NDul_o0hAkiF^j!uUBO40xt0}FQRnd@ox9$)?xT6*j| z(tc|x1^*qfc8ulrvjVw`1wEHs2dwff%Vl5npe!PPdBj*OOi~3xk+#K(K>afvNHxZ5 ztgt~YLavPx*;$UMLD|(#aNf&;T5}^2qLB&>Y&f*vJ27DMeXn6|K50F;#Jf_RC>Hbq z4-qZ)~#HjwFz=OhU)Mw4#-OYlbE5Gl>ft`YD$Pwd7wM<^4 zLyv~HBW&#fnj&90@TB1bxTkbBIz}Vcqb6ef40Z`aEWlk52#95WgKnow7)#IjG$${G z5F^>pu|sSPAYBQ=>W45~&;>V2Yc6;lnx)-=&zPK>>HwisP~(9_WQgliDh@rjg}sl~ z#PFP^Wk~sc+JbX}b9I~gJxwkNfbZg#wMq=PF|+vz4pt2(L?kaLK25h8kCPii)V~t& zYZ$zUfaoz1#B^0~6Qg!#4BQl~hIZSb4cZ<30xR=C|K^7uk3#>+h7Q-a>*y(teLU%_ z6G_j}818i|oAgM6tT&sEP{LxYnc)O{QgjVgJ>rviPJ={v3kl>dO$YXX9`^&l$#_s` z>Ii16UNgH8)hm_Lkpy5UP?CDX1L=&q(D1*j+^bvX-+Jz!chCIz^G^W!3uyjkW#Q+3 zTjH)|lyVCXXak(vs>4hF&$Kwu6P^Rj1B=itLBALe>l%`g{e~`Bl(z{sRH=u!@{K)M& zSWOGxhle~Y!gK0viQHr#uHQi+nAP+clp1YuKl8FA)o6sIV|X+kS^yT^ft?rGNuP4n zmBu3b&(545JfiZeT~;Rd zYcW*$P>MNlv#Cj9?^AfNS~j5ai7epvqOG>9KyJ5$Pik=#R1VD30I|ZzrtF$ePw#Tn z3{7VXOCpt<(izzz(n2le>*GL@V%4^0Hk?E8v4Z)jkl0XYK zP_$HN`RP*n6#k2BkCp)}01$TW_?MsWDqOrCXYPd1|IFYTs4UGt67NicSIoS2t*~36VP)AC<8?L< zoJUz@tBw-WdnBcKvuGXZJFLTWCfqU`Xxhy8%W3*@4$13@B@viIUueK+xp~pEZaQFJ zg7@51<8#L>){M{=?m}ZP>Rl7QZMwrD?M_i3n8C+aGb^?OW@^36H;9ihW_1zL&(RC zAphoqhkt%{`*p0u{qy(d+oA7v{a0V6J5LM9?XVVZnc2tZm5z&S#3)uN?*UmA#oIVc zZ(Gd);DzDF3fRh~M`kHC2{0%9H7)X`iE>a=)&UXt2-jpof7gJs!=+2N$05;K|A#t|XQ@p@U=0 zg+JMFXLo=xmO|IH@4xOQRdZ2HL^2Zu4F#3urx=!7ik|zby?<$r=Loqg(j7faBx>~% zYxVF5ZnHW2*OXRkb>?{XIPiE>(!f;U-Hn)ZzCgIX#Jf-tC@ouh$wcXAT*o!}K z=TckA{o6N1_N&+o%hP&n0E=?9ZnEgmc{!qlZ76q!1x&n4=W><43$G35UX^xc8~yQj zi2ykb3f$C2SzQfGBPO!$zF6w-p_ocLS&@5h1*yZNCTC>JipRj#UFLFyT#n$4P4F}^ zEWqeEtx8C?6-WJ_47fyG(8$7N=?qNfyEinVM4k3_;YVqt@J=FY-Oz4&&NgrDs|!5r zOR$#Agd(bp5KBL!pTyv`^;{viP@?BLB<8c$6I(Grn!Qc8K~iiD$}EBE9MCBqV_!37c(1kkVo_lVY9vG_H$H(M*Wd?+R_WKgL8@^1gKNbvNj(8wChEL(2udi*`Mk zF7kg8rMbGrN6f5+Ff2jR_g!-6MV)k)*aERyS+>PU2}L~fY9EL+#K9lfmP^bKgf+gp)s)Uv=$0{G0#U`*C6WJ>y@pPDVed-Tl(Yzo07vna=+6-L1-} zd&xh%ozC+<>@Gh1{SearC7(QUy@c4__L5>WyZ6`8Rw)lRpER#rcByYy*ly{O%N0y0WbkWJC+l z#fccEHe;5rZlsKFM7G9FBuXI;bB|ojP%T$2tNP%eCeO_FP>Fg=?);t<@6q` zh(c-VBGwzoeAs8kBY zX)ej`F~5l|mAsoe>0lN-RmPEM^FWO2>O$~EkB~7&p-_!tVMR0D= zFrH$MzQ$o4Q-bFG%+0cFo~~Vm*tQfB{Dp!`(VXjtd}CLg={~%>27~$(C#^VGYoNMP zoR^k2VN6O4;w$iy^SjoRBP>slizxV{P^ksp0j%;xYL$dpu(x`M9A7=263h5w)vFSf zUi^G6k3E|yV&J5Y4JeG@87GgfVkPW<(UzyB$BIcd#$2vFBvU))Xt~wPR*yyz5?$tC zWfHPiM)HPAsq4FiuR*}u1y`s7e5;|_Ytxz2mm)Zxipnz9KfE+5GQ9d@T1BQX zB8t*Q`*?#jb`mC{(gMD%uu zbX-O?Z%!RxKax;@Eyop?HI!Crk>d*o2i%<@{I!>_8hWVwRBD^MS1I=ZN^0+}GIF$r z>aN&KOxYht$kk#j-SQRpp6JCXM0QT&gX#9^F$OhF-P8i8cvN&_*oaDE(YSr8aG%BI zxBC|;TL`h_B6mUqvPB@=MOg9%V-e#Nywa#@hQidF9%!+v?A!sLD8=FuXBm~2>luZw zuSuy!&Meg=f-8!VMP0ms4KM3gxvRPg*ijWANyBGR9Aq<4O9}s@@sFh?iBd_nDOwYA zDE<~3LGxNK19CdC=&JWu79Wf1XzGNl(W}B@!~;_f@|c8Kjk*DF{kl=b+I#iC%b4{c zs6-;@X1R8mwr@EHoPl39l}p?4S+kK0SW!D68RDo->DuALB|}UR$=D+8B%*DK zJS}DpJUM8}!CWg8=xAv}HKivJE=_3Y>828>aV(;J=s-YtP4UEo`b`u0UoumS`divG z-b^#5+6|b@Wu6?tD=_*S+Mi$%H{P)_ zZDwOOrOr@JkYy*HxKxJ~B2+?&f*4(T> z+d@iyyw`ie0vyo+4TzY}p~IQ@*l(hi$X4Ujgy(g{Hkam7cH?h|!b(}R2+Aj_#yO?^ zkr(x7sWr=(_ zvFq`{?yCE|X&e7RUlkm+{)W}(P|NSmeAr6UHPF8LH}RXGarr!i&8_UNqCA0t3}O*x z>M~bW0;RVUC7_0^>GcD=eUk%F(fLv(ACTn2-jXNUH2VBg_|Eg5W9g@y7B0tMhsI1I zq)QCPK5A4upTSyKV6SCbZyDE!83PZF;6MDgxUjYsmZN!_|4y9>@5b^E{uf3;-J+rz zm(Ls4Mn*OY0_{~k78n`JVe|8IKk0qNxd)ZpF;uk?Okj0M{iq=D@QtDxUzshOC4cGO zigVDy95HI>cu;S<>Q2Us?7N%;a@(0RE*RpH-gewIwg>TdF0+d(=h_A^4f`!?@XVwe z#YyykUv&X6Ra{1Tsu{bP*(4l*ovi7DQ^S)X1prS6CU(TPHxc?NXveQjyzH){M!G72 zD>5O^Q~YFMW!kCiQv;TpjwM`-%5CdRs1hvT%4jS~&EDSP*NuU)a0Pl`HMB0INl!?X zsL?-hlZ?pTVRj0K-xN0IP1G*`vhxoe83>S6AvQ_QUegjo#!5-5S=@1G2ttwH>EJpn z4v-{*tgzYEvx?0hM!ep8b_hhTAsf*jO-c7cr+uZddd7L7<>^~$SDe+*A>C>|#yYrN zr3UaYm#Q;Lu;RoAZ6k4N8;JJ1&W*wNJ$<-@g; zB$%#nW%DSd0@8%!o}1mg_;xGm93cL^k!6y}I??h0T;!my4(?;<}>~od*<)`&g<`a$B;E zn_k2XZs~F@0Q9d|64=-3=Vsl#>n%8#!LO{_}0azsON06rJAeQyeZ| z)5+_;7wLTaqG8lk?ULITX%(ZKiL-J8SHIp^$NXp1yBhUBltf+n&sK!=Q>QQKkH&s( zrUl{y=~QJ3&(ReHPdo~9S#7b7l}e=Qy*nxYFcx^s6@S+DNGxl4`|Lv68I6a_x?-zn{v8!hCC7+jq=^#=1Ph|4!#QZe>PgOmI3G|jYd(l>7+ z5p5Orz!%T-YP9D!v`CxXAb&RJ%sh>c@w}6WUIt0csJmkk>l?_}bl59Rpzu{pcbvWf z;P-0YMmcsY9S|In(M(;Y;8zuZxL0E~)=>O|+r6wzCikGv=-beMa#6e){K_`3gJ$oK zZKL$@6g7t69`s8j&0WK8OJXv8ehA~sAkL*sCz=SRLe%TbN68oBjJaD%B5Y&P7{5sh zw6r?n?8DPs^_uH0KK$0+nA!pi)nY@`WH~OQ^}j*KVO$4?>l_TnI+P~)%ob$}l1m-D zUb{eP_U8$M=&zPFKUT}qVzuCj`|`q1?DDOEx9O36Q=sulpX;o}6|`Q)0Fop(Lm;Xd>DL6^m3#DNslSi~Zu5XvymiR6n-G953! z#ucc!!CE0HtD5UUh9(*rWZ6=ZqC_hA8UfpR*FZUz9%?5g$w89ad6$qo6ZD?m3&R9|MUF$u28jN zE#<2TcdDEJ?p+hlXA>TZJIH!_Z3`1x2@5&yM3B+7Um51*Q_f$IX-3{wm$-j_^Z0Ao zz{&aaLGax;C2F<7wb{$@DuI$X^=DlxwHkZj{)|ade@X8r_JjvNR}ac*gjMX;5vyWw zwrj&)$$es89??X3yerqW0k$13igX2npr;uQnv0QxNr7>6R zZ35s+=@NSlczK9Z4mbC& zZh>Y#YQJj{j!{`joPoe~+^~D7C@W$3t)dv-4rz@SwoKN-ydwydjDr@POO8eOe$mF> z#pSCJ(`2(Z23}+UT8q6%BxdX4+WWqAf@Rb$pRh`x3}1D55$mwJOX(xIYNqc!H zAIFlVKIa~xYQo$+K%(-QcdF&3xOAK>=ej1Pg&;vJi|Q2L$r`Sk0Buduxfn_Vuwr@7 zg)DZtMs4yw602xiyfV``Nl=qk$D!f1>ur;x29gseaS3=qi)dW3C{pR#>J{@Uw2Uj7 z&k5R;h_Kc1I2xv}w3JAP`Fs>fk8qaCKC{7gUG@!@wX?Q00MwZwN^DQ;(_By9SCOKa z9gZWyBAJS-NfLqLunb7!2}4R={|4oTuC zC8@JBonZ9G@4ay6BRFAVYPm@t<~joK)R3Ta(li*op`B%6QrM|bu1v0)pY5NIAj*&G zxW{Pdv?E<#*G9FnllHk^IJxREUjZBA1-K$%uH*Goj`oeUklXEuaE`(F_K)hTO% zyku#1RU{unDoTT7;~D0x%M~pd_Lv$kfX#0&6W(g#{=@k0U+DDRz0UYpQGj}0!eY}w zv;PmS3v4_A(k!Z_oWuBgFJU_7g_4|Oe6p5N7njwrcv*Xiv>v|f`;1OCfrgQA>~v@r2V(TmJz+}^}wksYXZcZzVrl+_~*PPty_FczaTnrm#K5TD)R0#2CqRh1|Q zBh{$FHBJ@cBrSoXR`mL2{{&OCzT-#dnrNXb2gbpUgK0RB|Iu{X0|0eX@$qyKKuyyM zmP+G+cS{}~Ih5P0CGDJPT6!6EzN~$A9-V>6>6yU5wJ#$D413>#@Rjg}1D62_Q^_4) zv4~GjYF?aE)xrm^rq^}fLof-$^P=~VT3SG!VEWe6Kx;bl&b!_OI`2t23!79xwquIG ziejP!l)+qa_2qtjU7i2s^7h357gOd}LIaRnA54b@O^m9U2Gep6Y5QEUyaWk6cg*mX z=75c(PVYs8lFA3N0-nW%}s;vOnlcu z1~|zM63$N8MCJI(zG}vG2+1W#EM=a9*hiq`%1>X0Z!P|6YkbOfw6Y;X=j5nQ!);!4 zlFKR4uUjJo$u$!!o6Ze23Mvq2v1WNMeBFs)VTVf%(x-do7)0pFpx=-E{B+==qq9gB zG9~n=l`5F<-4t@+o8p7 z5}-KF6#RzzDwe7;1_2&fcqehgBVu7sp-pOmm;IPX_sb2&Gc|AtZZoEm&^A6Hv7=l| z8|Z+`%~wq}PD}i=D5t%4%|pYR!L-FEuT<8hH6pUjlDE&kYWVFOyw>*Tai#6@XDAgm*P9yL`C_U^M%)bd8cRiV&c5`o@q=+rjy=zwo=JFA0ic@qCSIpPCW`rVdc8 z;6zc&ML#I@N{fK;%&=O0k!R4PU#-8hBs?|$_|2XNvVi09058jKcQy|V+VMh%MxKkD zK@APBjKf~ZU@O!6mGu{whR&|p zzEk7oH|*ec(5^LieY&#o7-3$eRdY$C7$_I?x9q!=ndWh{MEYCN4Cdb2D35m#jA?8}EyU3g7(ct* zfj6}|vPeKV0nOz+IbfRRxhg6^|3TN-(~z_0(<2w3s5t^C&NyjxTHcoDcapC=A!>_% z4|BlSp!^A9@HS}IgQ&z_(wCowvMB4u0u*{1Dc+E8~ zja6R|Lt-}pprEM}bDBM59py0_NmbXEvM%Pq&VG9l0W4#Axe*Dgg949>l(S3>wsALV3v$IpHGG2p4Uh@qZ+wPoBuL@ArB zm|diDduga%3?|D0fw?lu+DAL0srnH4D9#g#{P>Ht0FHlqksI_Axss7uxegrzmYBV{Mu+~ z=|u6(QMq?vzbRnZT>9H_!9cm-l=y&OSBRbci8a{xQqd1m;#$~ZEF9}URL{Z71U4R@ zWbzn|nDn_(wUeazO}k&Yho-wx*-CR=pR_rT)NRbvO9!%9xh8);j<&+4!9h zqk3Uz|A4)z<59?Hh%ewoNnEBhh-~j8aYIfAk~^b)po&$2HiO0S;qc_JVy^dqj99zV z+o#tGs_g6GNCN;|U75wcyo{kp-p_PV@mF|&LlTDExJg6jZtdG?JyI_PSD0m|)O|q1 zt4V(7!HT*b1J=Sv?+ZtH+)dT)OJn5N|#n`)Y!a&J-cT>s}}l};%Aj7pkCsef6%N>P|HrC zHu>>%Ynzkg(mQ4P+LX|yF`f*aUa*K0mubN#QDxfs+9Y141qQ-Z;Vk;wlBUFXH5q1l z(HIsDG18ctT8IJQ8j~@crMMgomDz>EM}&2Qj-j-bw;(C@>?H%yrXXIur#wP%3rscx zAi8NHe7&l!WAv`Jjm+Y~cT4s|_9#j4I05|$EAwI#L9Fc@boC6lso~E7hq)y|adHUZwDQ4)-Y5_T@)< z4T$f9z0rht*)rRKNf5`oK!48KGYR8k3zhsO-m=r`c(D-L;PI|3F-#^>;$l+jxhVHAYfjBtVHh65?vyuHi z^L#Af-MtTBqbI9((bWsDx8Fr2D5QCfSvq&-mJf-t@G-2^Bw}AzXp5VevcQ=DuCc38 z)8e#Q4Ym>cgeZB~^!$l8<96?V+#jdR{{tE*r8ThlcY+dMc*-?aik`8$Jq04}?%jGP8HY)fOBbCNZ2Ns7OL(99^+hpK@H;P9i8agsy zwRJ!FhNA}1Bq?rVi2aM%%sam@{ij~C?kXZI5|Nb?zwH}x(fw74&F7-dDW1vFk0jxa zd^B(rk18cPo^4O1duQc~(4Uo5>%Z2ilT*5hPGblQvQ+`J(;vCYT9M%u%VLwlM35u* zd7?`OU^*4ydS;0Gw2M8aojH#8k7xg7qpqc>ipg*T4&X5rOIlQ4-M&lZsHjqKmWbZB zhd)YBOY?8_@ctu;snJi04~3RDq-%?Xg#XBv_n5qbcpgQ@rU*1~(8+sfdq3a#nPI2* zamq5+Lgu7JW%)FI!@Q`)d`A%=qD|L0ZLfT+!#RWPLmON0=^>gy$w_geF6g8u434Dv zvd=K@ZwCk)boG{H1QJ=r?xj>lZRFlYI6orV-cl!b*VWl3mu`r{*cz%c1b8Ezhl`Ai zhD~KG`dcoU$7)7-4A4(lzoylDrXSwgRW=<+z8#YT*1C}9ed90AV&^Ork)2yH$-BDBO1mR-m+)ng6E^IGnXc|P|FPjKXLtjW<+h7;(cVe#igdC)dw2Nz*4adacFL!3-MedM z&UeUc9!X;KZe@6*OgnpbC=nB8D-0ix9~d&~U5Mp|=4*vj>VlS=k|PUhO6EmMJTt+? z@|4F}QF0*`;ju1mlQzr0@4BC)UWg{Nq{Q%gE{;A;J^Q%RrIELpI94OlqC+;8@+R&R@R0Q^p=IM5QR zwEgw}8FGrJi|XCBQei2?@1cyZk9Xe8o}8R>9^c%hejI}fZlW=7M)&@~3FP^OytxXD z|BRa4eL56**KzGV|5GK1R*fadCVgOOg{nC$ZkD;P#G#O{0Ubo z6*`uz%KfbN$81W>sT(r@n9n^934HI|rzfw?q3eO((BbB9%cWm{GG=6QGV4Hoi*_RS z|I7AK*gCEW*2|`Pl03Xf-VuKF^AywZY9Idk(aEc~53crV{;hp``0xAdt7U2-IjL?n z#yA!7u#~|Wju8fOnjUh}r@?YgpdgQv+ds++$pjiv`5Q$>k4PJyWP7OANV&DN8AEPS zpyWWuQx0FdCsPy-&QhB3K1a(@TQQbb1u8cp=;@93mank}>Ma3UcSrkgv6V&dISECJ z+CKYfxUJW|P^e`*E6$kZOkd(c=&P!O+fa+ zaSM4BxugAE@J(pAlts)K5#+SX3L75Pn@d!iL#X2gl&bD|XM@?T1S-EEq;T@JcSP1f z+^I3#gWUu=pogL`GpX95hwVN4Fh~laoV(6AGoAsTQX$T)T2F(!?EcnLn#3+Nv?S8$ zH7-9t3{+5OS$OQ9z2z9PbnI_;@r>l_Y>y_L=LX-GCnOKhNWSx>g)uI+EKs;1i;ac^ zk&Q}j z6r`n+we)}Scx@}((Diy`Vq8DySN#I?w}yr|+EI*>B=6oZ?YOYr6%w?$wLKnq6|eM* zKuaofL|m<`Mqi?P+KC#ohUrJ*H2Ohz$33CO7#B5v`UufAVfMgy{Y|o)Wf4G=2k%gk zU62eo)^DT$xZ9ARV{>#|pFm4J&|W|imW-7-Wz_K&&RCb}=4{LhF+B^Z&k%CU*F-BG zHyGbxYFxnci1x1~+J9`uI{sAp#grn;ciBTqRRSU3t5ZLNP-0u$hhp@+aa6s)2u!@T zc0I+l_*Y!Uv)5xw=o{Is*`W(3Thd-(EYdRz^7mV^;}LP$P-ZFxPDT|2LlPEHq+2vyCXbr5!wE(R=&-v2#nZGRFOCKn~UTm-mzpcgXcyx1k~pL3$-v%b8z z@X3BXT-N~^4*X%fg3O}Pitk;tq7>4GPj~LlDZ+waN@O0_M?yVCs%$08>#N|$60Y=&)ZRAmPpcm)G?!RBM8}}j5asqSVKhgiL2&1n$ zTJEjByH0!Z{_3E^@YU_ZhaqX166*DFA*R4L0`_ItAKy!9VgM0T8V-xS+{aw?PqKgp{oia!UT=qB7E1~nb3AdU6JTv zArc=lhE%;5sawOt89WT!0T0V-HG1F6_r#nwHBwe|geS-GSC_FO%K%PARt?LSR>;UC zn9WgAQJCH%D4LXYA?n5iU6Qsy4n?5L{IO_W_mhe; zfNCc(hGaWr>1|5nFmqIVlyXSzeIQ%0hJ%VZjG>fNb=)h;0&$I`3&Y|!-+nfFcWQjn{u$ofDfx>UE866 zsbnG?Ur0S-eH=;LwPOvZQM<9zobRNd;Tp=hh~u7^Qjhl*ABU-w8MeVgxS_#_Ex+eaM~Vfj=IJ%rTX!}8XzPl(pHAH>zPByXW3Z=b`8#PG?y9eAwXJb; z6dMI}LHK7aD$sQG>a#rTY+OCQRcXYo2T{Jys>ueXkY7mH#W;`9*8GChdZi><2p0f$ zM;UNwu!d;5pgxfAqNkJU^{7j{{h#`1 zU4$^yp@LPKjIpi|Dk%q;s=E&^9;9312|NN%P4YUw{>;`EhI_BHr2`mya3H0w7VN@+ zX(Qe|GiGn)!(*ZK;S&Hl)ASai9YWZni%t0d)IbP8FTvW&KQ)92y=}v_DdGjS*_+@M zDAUGn7KcK!5k7}cj}l0Ai0K$Q4%fJc@nh%`ajKv?uW9uix2Rr%()0oZm40Ij-*##3 zlRHN$ohKR)Msm#0FA#@wpl5BK0!Y7Fxk0zlHLl4i4_5#6M-)JfeU4cpw{a05`PcJh z<*(`E97pztvrVrUOZH!A`HgJa>p)>lDbfl87 z`uQyh3$k=VDzB@8MI=AULn*Bp?K9eP^G>P9g+ZMCyP*xr_1{*8&B7GXEd4>a?h#hs z*)CNu(zk)Z+r~q&sNsTj>9{jv|CyF~-?{^!vIW4_%9GedZ}2IaJKNjX{24Snjn>AO z*N0K}YG3`XmT%SDSC>DWYd$`$sg!H2KaELEy|C{f`}ykbU$H+m)LalO`4MPAE#+*i z=z&9&sGxEq*R(1xi#1E*M%bsp%6iR3K*>k{)2&Z?Z+(tdTIbtUsBlJ+!t~k*uED%z zf>DFukAJx4bi<-)#J$>U!T`Q&!Hui)&bsFF0Ez`3(Q+ZGmsw$nIzCZe7m?GI{bYC5 zQCYJU_-`-Y(jzU9X_ZClPolgE!&D%wk&0@m##POfwWU?LI5jN5NhLzawz8I0mS7C> zYiw`g{u?+C2G{5cX~&gM+OKiHY$#v4AFYC9*5KuCb^MGw79ug%`cuXP*!D7$E&UnTVm!_ZK-brveL z*>lp%1EgLBtnt`)tXt{buah$+hZ{@ZzL(uE)>lkHgU@b7|DiFf;~jqdyKkefT2}&^ zMf8}pPsbySC1%s;Nq~9|#5<63y*y=DGyq9im9vNlDL0lKViJp)hA{6z$q#8J|J2;( z`$bn~pn6+$ zu`xsBT`^Cu%3Uct;6MqW%T2)Pv6_i$Dd#T%2p--@q}~?NPTy35JtwwN8db++u`jj@ zx*udc@NSEIKO`}|nP`d|foYfBMMWjN&ZZ8CYK^od?SV?%0UMK(VjQ|=vQ0-4|Jatb z;oXNITAUgOqFgVWJqE^wF*2FwC!&J>G0vQdJ^>0MVG+^x?QPV%XPaeds+=zVn1p_b zEPa|Hz}%qy3_tv3UnAuuS>IPZT}Os8Z^PGWe(^$lC~XU@sD6lHM=kLn4*#E%TxVh; zu0RHqQ%>7UEAl!eIdO&lYpvIQOQ&?q<7d>_U*o#>7M>;D|H>ZuqQwC`rp>#2J&^O? z2HS{s;4P1seb^DejrQ@cWzdNA#BwuxuQW$yoQ*G7F=~DHJvA)&ZjQv6Qs8_4?~=C1 z+&8rlVn}yy;o-42v?JWnboh{@$u~OXAkhht`>tw82OW1GbQ_(UIm)}ZCvsaQ36(^y z6r-)|^Gtj#7fii!n={;=_=b+Ry zsh>75^sZCJD%sG8UyE&MJ~HVMr_8U_*taH3N||AqJG^fHcHUY1eAFr^_;0QTV`%vI zdg;%1j@!$@xA45#3|N{ZXpvHfKWoEaI)mb#t#=0lYFUa%evxS!#cQiio0;)FyZ*7- z;eXt9aKGXgo8S@*}V7Ny9LHMu_BXvW83@#lL7%-)7oGMWv_LmanU=1bP=97%KRW9NL9iMYKy?IeEit^+tZnLFlSg=6Zt+5q< zEYuyH>R&-DK4|GLp8Co$DrNY_kVNL)RPOAi*nlDglkt+))xNu9;71L zcaNg&E5{6Js)#SV)RjQ{yPX6l2*2gl6xRrZ!5VNTP>cYYP+=CDOWN#E8;QJP37Q?h z>3FDseq5qoW5SAF&OVvO{w52TClmXi~DGiO82q5j(NP!A*8K{?kIaXo-D+U)sY|QlRTa4 zcyu7SMzS)&|V@x(1=`v@-5AN*MGDg)qFA!~h+^yw6S& zV(=sNnuYr;DIq4>hPl(oDCZ3p?5b91%j=kRK%<;SbBfB!CCUA+8x z{$y@==}yX;dkw@CC~x+xs4AbGnnp^uJ-}X%FW%oHwP>l^%u>zoIUJF*FtS0S zq^V@&7G;cavT8ndrM?5QF|ww}+%U-JY>hMJNqyaWv(wEbmimk+L^H1xqk)dhkxFFw zo$e;4H$TuQGoWEbI+W>K!D~aUa7KLRyqqzQOxBv{Y8Q__%!0W1`u9Z&4mkBv+u_=0 zQfxLVJX-H!TN>Rnwl@eXJEr8>s0MNpm$j1HN!xuKRW)$v!^6aIVur&p@4!%5>71zA zlDj(Y`SbH|Q<&%3Cih&SVfz9$X!7WESKOM5x7(Uxf|W`Gk1kV3Kdof>99*BAnPVfH zxD)}2H1%&Lj8d`5<@8R7fT)>Cxu}0PiE1KwZA9pCP`M=;9HTM1g?V!Y|faX@N}L zh~&H%Le+>7&lEA&0vt|pgCpB-u}q49DD14L>Sm_SCppa=NShs^JWMqd;aRWb0Kc`Y z5b0vl^!C5%PM6IouKlFB0mA_E$V>0IBFR~_qXy?wzSzj;fVY1AVTwxt@(mz&_lto;Spz%0|UXlBRK0aq{6m!A{A0TB&jQxw~>1( z7J4A~s?Bz`Ifh%=;;hkF1AQ}{DFpep(ok{Lf-jG6;?`PnQmZxtMQbE)oei$=ZF!9| zk*u}O=mz~iWGz*)w9-yO{DTj_h5G1!JS&MOmZ{Wa&e@Op-RR?lcJfGP6u;VUoJo9Z z_6Esv2S2uFe}~UZ9-AF3+sT+F9+lNBM@EjvM_(K5z90BV33B>%#m1O|< zx|Al|;z_$tXG8r+-H6AfFT~b6ouJK4{Pe$<@Xo}D{5%B#4ywN0Ph=;bULRh)<=W(p zkfmn!534q}%|mSrDdwss!Ca!LFnmSJD-`_*yaA!)TXZx21)m@twOko*UCft&*TH6` zt8M(UBj{JxyTnuQ)4x@do35{Ri^UuMG0jE%TgGwlXn_S36Z4+spO@BZ+^tp#PK*I7 zh^xPNTm;y~8vjdKP#9u`9YLljD(`%GwSr?2;*Ob+UMVmc(U=BA@xSQXR#R1R(DVxn zOUyB$(NgwzH+>M_B#LLyBP%B1O)aWI{*N?@T9Ds@&1eF9;M zF|$Ia^n!)Jm6CkLB}l|yYD?= z?mQJ64jCf!uY4<+_#$0cpeTQ2Jm?33DkJBqP(@wbx#;V2qs}L zKD!~F@Qgm12<4%VW^Y2Us$?@n(NkX?-JH&kviFaO~EYV1G zO=FZB9&i7A5B@0z+<1Eaj5!Fm9lHn-_{6FG0m*kV9S&h^jCi1W0;J>3_sZeJc{=!pKCmr6m!P#)Fu{GX1bNC4SgJ2t8F&$pnL-;?2JPL4;rf65KdsJUxE4V4m05zV>w}cy@b@98o=; zToY`vLlCEL2na{ZB@~C*46Nx}t*zbp)S22W2x15h(q>U$;8Z5oKG$du$daKxz7HEW zoX(_Iuem!rsD3;o3%I)Ucn=)qP=J&?d_m!<-WDCDQe~+8lnHU>&J_i|#}ap3YL26B zu7IJ0K?C?;ssW)*9$9&n>S?v&wcpfhDjUZ;KHZbjAKlG|5}Mr&q2znpH$2DWW7%Sv^;ml^hY z6-e7)z+*A0o>~u5x2{A$ky+fTc96N0`ob{!-1P7s9Qrw)M!^8S7aPjVke#M~bQZ9s zB2;KHQto8lv$-;X$eIdheQURbisortEVm5;>3hfU*=chNOl10RIZu|Q zMj8_tvHX^a6xWKQ)G$*-xAD5%X+ zqcos~y<$=YcFHa7z!FOtVK(qQzRm~hnru45y!Qin ztM2eV?~hhs3ukTG+Kcu5{$*vn3h4iMNsbShIk-NhKfA!R#9q;nsaKj$&Rn|{_ zNY47oF536a9+zhMH>FT;T5uvW!|k^Ovq6jJ?0jxQZ9kjn3>Ec@T^vWDRo|b`4<}Am zDu9V3Pkt!%LShz5M@GH-jUAj{?%EHUx+I-jno#Skml%74I<>zP2zDsynb$8*y+bAk zDArw1r$tiPQv8f6M)L{XH!b74St3Sk(nrt;iF}SX1*q$V7(SJhEO#T?3IF#&xkQ8s zWR5-f7&-!9B@l-4zcZ~vyh>#*M?z!B@8zykbxV8KO1d*HQyx_pNaL!%%%og_Xp&%fO^X1Dr5tHH=C#>niz z3!mR6bgbn2%qf3gt6cr;m3Os-xp;pV)GLB~`6JNU3|**7G)MY|7L5LT5J^d{*rZ{da7W>x zYN-(kb;sY&H8t0imm}|9{rtT7;bQ*fS^T0U%t<0LlDPe!vgPg1WSFajPX-ifn2SNu z2ntC2)XWbe0Gg*VGvUdvN z|L7SNP6O+&bgG383VI4|(~b`ZQ9;|T@4%r(mOk2W+b5jt1ZB_HuV)4u=4{vQZTH2- zJT#o~67ACw=L7p=IuH8K)RqYcL7(z4LkY{SMsF=K)+A5#_(!Xfm~c>DO4#*#V0 z%#1E+e_nZS#Z6}D$Es4GxxY|q`>btBaT_qX#K4J48~hF--DmJ*mCb&UrK(Z^m2v8@ ze5dm31G1)yT&Z&MH6l68Wj*%Eo00cvb*bT4L2C!5CBi%0J;Boc1+apHEQ@or{SZ(2 zqQKZIYL$$0K0tkZQ|6kUkB03|gNqimZ~MMhZgbT~%c_>y(U5_?ztc?K&*kr3ei(Pa!7vQ9UD%ZU&swpf^ zL3wMO0oRqkWJpmX_#&rwOs`)`D6jKVoo+d=pS3r7RhILnipT|eywpj|>oXZm%?TH= zx5x}Ofd(Y$I8I?U$g4PFK63Gp)oBf>;3dVX@4zTji@L%3#3pW)F_LwW_suM)0qNaV zQPes$6L*vVV_>5^TQp09#*teSkNO`key; z+k#=nc(pJG4e}=+dN?|{VvtsY90Li&5Ur`-kuXI;B)>@hW9o#SW={3ka9ODf9}(8S zz|jufxwTerignYFWeCcL>(a9@yU2_ZU{K9npsOYnL{jtTsI}%Z;a{86)ATQqk9(F4 zl3oX=E0Aj%ZUEIwoYn2}lRe39q{*)OAECtk``UMM1Kfy!+ka(s8bq6l0%NTqeQ!~$ zUau$i7WL77;N+&M@Q3nxcSUEDR>Q;+2>WA=^MJ9VUt@2+R|Zo3?Yi;M@B8$Hv_N7r zy8$d}gKm|tMKGZ#J=1&Ub%ZTecn_KRj^^xz3^#8SwY0%}E6~H?kscB?aFsM1oB z(zV0jm7Ifm5)afqKwa8|u51x{YzTspdM7O2;*m#DxEL}KjJr%BCV zv`?_|y`Nyk=bC`x#2r!#r=Q@_ri6zo3mvaIZmRUre@va-?5gC-FEJ>Ntuav{Oc1yo z#6n8w;=RL^RI*SWXZ&H^O})}GD18SN>Si0vEhx^pY6eK6X8t2;_gPjE!^ys8rx+Lg zNB1^B7>+(%M2hAi&uO$vp2kZRtSj$~=gFYaXc>?xF-I>`-=@(FZ(zpBq<_wuF`s=5 zyDlyN4tmIxU6ITk1Dkw+OT11FY#1Sa%R3CUSbKL1pZ)II$)EywTY zV)@8FEtEq{^}y2r01oigm=k&QW%_o&fvBbB_=7){k=A<7oRk2OY{rSEt#5h+TPFL! zJnSQkzQf@NYYd-kgW*u+p)%Lsgp5O{q{p+15uX*WI>(x`SF~ax3 zKBIt^=0l>=j1ovHXEywck0kz%2-1RVL#-jg6rH{ZI+&G~7OQ8s&%ok1gSXbov|q-WR(e|2uaAENtjtI*WE>|`|ZO_SSFDd59B zePijmgwVaZ=Mrug8cftTb&BX9p)VX85~17t3Gn%Vc^ql`@qQjNv&HXBmG#Ku!9*S+ z0{CgxPomWR_&1M7803^&-DHOHX4%ve^;e(qFc-TLHwgt#(K(|ha)mmQcd4Ux^>1lr zzT7GbdR_P+iv_M{i`2dk!*J6Z@TupVBR%hGnSZpUNDis{I53=Bf;M-mqVn}iVigo& zj!$SxMo((*NyeobA)<7r(h@2aRj;5#!^?5Nr#T?*cg#k~+d$UTn_^vJj5-8!(#@hm zQCvjhZ$QT3D`@=Teby0f$7d-9@tn;%Q$azxXYc z3PY3)l5-)W^|w0~6f6E5nEd3HJD7o}JvHJV}cO3ig_w_u5GzUsY*yg<~y4=gv zha%%2P05cXz1=O(?t1ClIpu##j2=fXtdOu*(wgrOevHv{b?uKx9(~!}RbDXJlh}HY zQ(nMxLB7}gJ!wrYJh*ogYgb5_Wfr?z$}bB3;Q%-|yHI;5671J<@N6EKmS{$T401mp zKk+8kBT<_LYX|&9n5@EmQ8uD7%e5FOyS(CZjz={QaeH(rRUiW6eTXY%o$nn)C7N|% zETK{pZE)Qmn|pTmOS3FK3(QO7z{1x(ruQ!K_}OdT+!a7ek=2vn*H}8AYzxt5s>dx* zkEE5S@@>#=GqP=lNp7Dy#lGq?D9c}|*-B%UkD|d`dX!v%Gy9TU4lY?JnpXnapc~iQ z89NpP<1+wJwrqxl-A$_7^*?_vfi*djI7abXVv=T0x7~t9XDeoVH|s}r7+2>s5jMO& z;U~ihK|2?ahG9~`1ZX6; zwMmA6vz$I5)^ym^!*>34oROdo0J?o?myhO?RlU;SD*dv6@NAG4dXKkF63LHokel9Rtx(d zQF0Ls0x6|+8zjRpuJ3{L3oE=K-kSHty0<91rm8wBJeZeN+JDB#NwuCB97(?;(0<0* zXi;3hiDmJbCFg9cX_s~kN)O14J>hTmzEU}9a{UZ@b>(51kKm?^ox6zWJ9Th*O6-vl zSUr!DSAx61U!a>zpY@lZL9*YZ*y!)eFe(xkA6Gb1mX;r*DnHX?;jlamx{4d+OF zsiJu+9AEne)+N$vhLi>8u*Mjq1TKwW z`|;SHj0r+f!)t;F_7_n=g;sHA8_#Ky$at3dr+C}+!ktxV@R~+$8V*f-5_-xdB&inp zXC!UijTXx)>9j0F4=CD(3X$rAV+42W?(x`IOll~(3Il+QfV`BC8ZY9Q z=($uSqhFbSfX{S@s>>@q4w}TtgxO$0q|U(_H*2hEj;8@41)$hN;-_+Ih|6$3S}+YR z7}uLJQ`n<96t;eG%k;BZW+r41@I$e|7zf*S-i-P-nKq4gHDZ-$3@J#;Gd9Fz$~4ss zk*VkFO*(4H<^ESx{$C^3H8Y~QvYTCt7Cw-M88O)l^Q4n)FxDcGey1&S$^Hr^>9+%K zwHcEkKgiq%z4n!8kfl5cJ3va#UJvX!QXjN^B|nH*CD6uhd4wFpNWU=Sk&BzdU$MnkkB1C;U-r0y7@6bFuW>HuF@ZrkG@W;i70&&x>4a%^$IWX!k_hLV8 zJfHa?8FUlhi(4XfDjI8BkVM+Z6E?_s$%1VQ(G~Rl{A6mR0i7ulMfRQPL}NvT{wK1=f#Q-As0*7j25rQ2 zrNoE!IfX{q-P~OyA^*WOMM@Wxtz!Y<24T$fuAamd8{t2@wT=d0d|lvP^ur3~K)G@@ z9l^*n5h*#z@Y5(9sQT}rD9fj@6ocZqeSYbjXaZ-_VNXmpSq3w><(mv8=#FzdQmhX^ za1(kh+Pcd48&>-Y|8nD)P{0(w@~uumO+W-Td(2u&@ z{(6(lJ#`9Ml4AGFjW{$MzqjM80F!0LWCEir>H-SOuRALw`P9WLG?vXS)YeXrO`|gc z%$BkMCcOrqm-@;(RAsE6N^4W5r!^LNzc_6>2lEaKGppyHOF9$TR_U_TK>{cBzf5|& z!B26~a;ka~6s*p`R9e`nZem!PRD0T|4rkq4PDS=2ziQaEvKqR?$K`q|9^K0DU~I|+ zQbeyB*KjIxzh}38&Ko3$WK6(0>2=YiiBP}8X9TA{K7!h2CL*`WojyZx_Up7GMW&0< zh@XY%S%8ubai-+|aK4*@pbOJJf2L7LmXwZeY#W&hEffP{S>pAgoP&lwq{Ceq8n;c! zW+!xIvaT@R|GaS6#nK1l;SSG+OxscXaW6jK1(ilEOP)j0p`(Q6cFIZ)Se-zbt>lrR zVV=b9)Bpc@YL0H4)M(-ko$rM^N=7Ru6zo6n)~v#7`n+@UtFiZBx9lZ*2rS1f5PmS3 z7ZCENN)&yRfCST`NuTf)qIc?*8pKmpI`>A%TD+!PZrZHrklm!-yt4DCY$)uqQCtyS z=1cGkI}i(sEt;u)CTRaDo#6tcmg(q4K`T)tq~JC7vpV-`~0u*UUDt zn4?%3_+-b2mpkwXxGe}T;<3PZ@dEcKLPh5WbE|j3U(khL-7rqlEM0>^jS_BuSV?Tv zm^#{hN$%0TpO!G2wqQZA&o z!6w-!wXBpC@z(MayVviXwk81-oXp*8qn?T?4H4PUZ1%1xCF%jJ$pcJ%@!ds#ISpP* zmo9QZ9!ZOGVZUxX^##&%#ZQH4OMBx$9r(s2Q#1_NHu8#)EVqy7a0U%9Qvs*|n3A@^7g zK{lg^#C=ZgKvK1eZ0K!uF6AdTbQsH`gOWM&L`8-qCF^V$N%B_gv}0!%3I0n^n4TjT zmPoZT?@oT`h4n0BZXAC=ge0TrCWKu_a;RM%l%yz?M-^VyFGxw@XKX2-GEuMyy{`*? zdLC_qe*<>;(LJ7~WKQpq7RR0Z+T6l^vR*v8)Nty?Phu&=mHZRGi3SmXBGfxvIV+(e zg;rCP*)S58yM$Lh==Vc>Bl;mFKLVdF)ON))9UA8wXfcsXE|(+}_^HC{jSGkLbU$}ilE}}kKt~8BVw|&0MOIrX<(pHqw!QHC zsP0Z|vHXMpKL-OFTfdpO)nycYU8OckgI zGkl%wT3J!z%s%>gfb9Ipl@yyMSN6;md55i^$35R;NX^{Ep|w^LCz=)Gjx@jWH7)j9 zeWz?9!4w8YzL1PB^fBQMLY-R;@L-m>C&feRG{dACwhZ`GCYDvT=)Lx)_{eM(X%(^} z`-wf~udETTaWNI?A|iEhF!>K|D<6c+nl5j?q`JFWoep4cF*}(e=37?^F4*Wa?E~o4 z+Z0}qrM@!;adJiUxeoC#jF=`w)bS)+Em^eiY3zG$) z026XMJ`#0nQ&he)V=}Y5=1C%oY_ip$x;+NiQ_6@ufjv3-dhw_ZIZV}VZaWEBP8@YPC#q$%tbgPR{k++;j1o!q+BBDn9?lg|n1Pn7dIrk9kfuOXOq(>9&k`>sz`~nn%;-7#)NC^9p5M|YzI-lcv0Mj zRkumx)RC8Zc8j(nxUz`YU9nZu9p^XM<1E2&MA~*uGuNQ4Yu}JbH97US{9wRxA6CC; zY4}`#{FD$75$?b`NVMK9c~QK#CmzJ0 zw7yVOOq-^}fvETgJ1^GGI_mfr_>aUD)5+eY>%lw&k@K#5D6qWgt4&gGA6``90pEsvC{w?DAXQy z!L*+r^jPab%xy%&H6UX4@3P*S3$f6^!pR@yD(olJG~*zdlB#5Q%VuIep-pk`652GL zs*-xlPbT6r#2v#*!_CkW(`x&YAG?s@CtMgkmXrRdQQ^3XoTWIE%y@-3cj*>fM#fR% z|L-3{FZdnN#*>?k(cvyh>Z$k>&of0NEv^lEm6Ax$;77ZqPuYFqj4b-&q|o^`bv8>Z zlzS1yPta70Wi*SHXj%QfZEL1f=cv{jXcz0KZ+Vcxmt~>3Hl)m&ddCKG4^O@GWwhGOLe^5pqh2rTqr^p6g|sqZGl%K4p_LavgBv94IV>}+sn5SpAr*}j;L?0$bhJry4*k5SD&o= z%P#I^g9ewJK9rPom^3o7cztGU5fz={depZ-*6sLxQrFc4*ZiJDE8i|9bJq55@yDIX zl}8R3+;ORdA5%al&6~)n_|`$Sx1bzG)d(9)!LeHwS2o>sx5USDB=FC^~oR6L=589&}So1*D;eOf>i*> z(*Kv`oEVQc_>}VEL{s_ZNI0^6>XQzIX1rJ`J%g&SMir#nQ6p^h!?9#%kM;1jgWMsA z>_QUNlTE<(en?&(uq0~ryvZ`heoRx3dQ$Bz8HRN_xIwA?W zKFPhMSyc?-T}*J`8uv9{1TIMJei7} z2E@nX9B=)LJkNl;9l9VoUNri5^Qu4b^X&GRrulZbhkNJehnc}*K&o|eQXTP^4 zW&#qUl)z(u6=&3d9L#C(&*w-i1?@ZS*v;j^+Z}RB5Z?ElOv3sP?h{RZuWSz1e%8Ec zyZZ13NdzKxIftOE-T$&;Hmt{2AThfy7Nb1!J#+Ff4%}QT55q(6QGK%RoUcT8D~l$; zt%Ql)sBOE0@b1yDzKU#3s%v79Fy-$S1v(ngX{UoB1}RSKn8EpW_d`2 zvyuB{Nl)8<6+6R_ftU@-XbptP1gA%cwjK&RT0nFNQ9Z%UL4xWO{I9_2B9_G@50Iu5 zOQzOV_9YFGUlLntkAH8(h_q=d=o9f`A#!rp$drIbMhddgQmjiO23dha$wP4oa&ZZP z<8f%G<@3@o9B(B`ktq_#OD+f`9H<$ntFk2#?5umoiSX8P{oxQQ->V0BA1WSCXvpJX z8shV3sclL=dmMRNNJm2g-Z(LM0tleeRgX$fr{UpHi)RgFviM?s?2Ld)SkKJeK_3Nv zTWx7Q=CMVTfu_NENxb<5PH5Fg=7E5z#$>pNfi>Bi7_g0dDxwDwKJ2M@q+lD4H= zq)#0adN%d=Khh-_)E_j*(DoRSshzXvy?BQzY67dJs32;~yqCEQa{E;4*#YO)qE53_ zkq>lFPkTsWkyuo+vYZHXbfBo>1nWz|y{sZlP z^Ru>@1S(T8jYTkB%%fP+fI|(MxBzIGKrdFz`5H%(t9$r^&fxwS&rfdW_1)4{M zkVj&*u-*By!={{yS<5&eZuLAI~UHS^{hBKucPyT8=iOj zAvsm_coKrU+Kc2{pOQ?Ow&o!5<8ijydj=MgbpA7!zeO3MLDSX%U?k0#KRh-g6jmuG5 za?jlgkHPHQN4dBWmGSrA>Vj3-T33ydZXmM3{lkzTl|-GvG&o^6wE~fW2qS2OrT`5N z#LfrR8qoJ1JvA$EIAsj6hq@rt%#GZS78?dEp{Lf0eR@8b!^Y))Cd5t?hGm}X=)~{U z*^Ox87D=gy)jTW$bSqq~tj?=3N6u6>9>@al=3vyjhAUI4hEirQKIYL{rL;zV8~e09 zlq%>)F3zM^A4ah?R=guw^X(uVfrO@*F7_GdZyg2rL)EhP?O)YTDCFmSDp*RLNs%wE z0WxtEYl=ZV<1$X14aNa@mn%j~2$IRi!)rbr_?PK@%8pjUyr|C+tLa{r0eSe_`nOWDbqPX;i{ZL6vnl(!-h&S)i8@f_*!&hvfrg{!R^n;ZJb%Lm(P7!ul zn2p*ua=0RIfAZJBKvdy}cf!(%XDvJtU>ge}>>foy!rFydB&*L81AaZ4{Hm3eONcxM znlRT%z}*!!L$4ze$e_gvhS{Fj9}W$g?dHcpU6)B))ej{6o`%#-%$#m_(=*aYQOnhW zZQ!X(K>#!IFJfF=1b+sWj+8FB%)?C_qTm@bEtFCHfyqmwAKmt8%o+UU+F6Lf;=-h< zJ8l&e<1u|a?_e#pt0*U*IY=%{VLB5K4Esv5_1)q|bVW%Bt1&0Hq;QfLfDWjt zI!GZthYdp3@s7`ZKl5`uFZw#r>9sX&18fa|bhx4S6P@!t=yVx^X?8ny&r8|5bsc60H4sVTn%K z{Nz~V8z@totxb!*QJULFzlVE<37O1(sbkfkW2HtKpQ$wcX_wA-|JSqzDQ1v`iz9J` z+n9Z^nz(Ila#%FNs zM$tp^ZCle6>N6NbW8kNCG z2PNg(fjg`cSlnRcC-Bh?1~CV!$xsHTMJR7P8Rt*<(@}5pwV>s;b&tYBfvDz|lfLOJ zludlJ3zLD7BI)8YXE8(m(U`)H$)Yzw!XpdR(i$4xF;oYpNAH9G9=bpDOw6%elx%k@ z(klvLWj@8K#^-OOHxDC4Z7U-9t<}?N&{!w_>cyi@1}iS=(AHA;Pw+xzWF4eZPjM8S zCM`M?6I`R5@EHXz*MN%TlN{51;&=F?9o|KkWXlxMO@v2la)WS&#?WUr@1H9(hxGA) zKeiq7K!7cu9}FynNzIvQx8nkzkD{Jv=0V7}!(UIzQhCbl-vOa1^!vi8g}=bhh+}Bz zQBvQ?B&U=G=+RzADy`HhPAk}BzUR_}Mn^*nUZzSN$a~fq8PY}Y9nq+=2E3RZg$Rrw z%5UiE&vE1zLtZS7PIYp#Gc*1m2Y2>Sn!YpuN)V#^MUI(bk>p zT6h^koLf(GF}qA9-XT!NpcFLwRoWRQdwBmZw$3`L>A?N>g9Y6+8ph}W8zreQfl(qY zATd%vP)bU~(XmNM34(MZtsphJkq!l=1w=|hvF^UV-?``9-@W(n|Nh{d&-Q$t=ly=Y z7&6%I@U-K#ZJRrY@z*S=gD0R-I!*TO?17pgCj%o59Ntcb4V2y*O{iWjD89f$F4LozOMUT4@9{y_LNsENk|DXGF4n4=YaT;XJf*x1$vs)J}WtE?x2xPsJ*?t~?~ z#fU(NB3lns6AX|9Mi(E)b=O1^3xw~RV`r=&%B@tWf{adLlSwMpR-#~8R+y+EFp=%{ zD_Tfn2&5Jc{Vi)j2J}34p_EU)VdkWd;MOo!#cU3^f5benj3ILwwX=8qMg!8|wXtmb zVH>=a#2=+|Lyz<}Jnwd&yI9zC6{?V=?Zxy>{#kMSzCiTO<{HxsSc8?8uaenlv-SVe zKm5G^XHk5oAi##yL9`6L_s*;)>U~U4!!}PqnCbwJKhkzQG@6u53v~(bYyv1na=$m~ z`q@IJL8%j`056XERQb*Pk)^DP4sRAA$qt@_r{kMe4qOk~kv(-19Puh|d!Co-m+(W1 zN-rnZb0cQf@MqlPa67O#jhX!oh4mF9DuIt|cnB#$3t0p<^#@(GNBg9MTR;WiL5Mgk zyPDM@i>KE#DdhuSyL(7_c-KAxFFoJEtVavL#LSno1GCu$Wr75^dv8(^&Kd;ENmoU_ zM`k?GD@WVJEdvO125XF)N<(FBmxv~?$xjnZz-*3fNR(CrdXOunb%+N|oxk`0u*svs z*o*~ek)|mH@w&l+F6H{pJsMHAh8_zWzkhy*QTK49ss15VYQ6OP-oKsDX#$gLmys%%pVXFWvJ0eCNfHqo5?SVeWW776b3Cd zSp#)V(x?p+cqFsPJ_9_5@pT%Y>O8v(Q6krqH zmwuZ9^D!H3A|Z6boZLh4%0x?Ae>6K-d83>fz?b}x?KcluiUD1|Odjzd5HIs8on`Yr zg{jK1DCz%Yi^VI_ECU>g!*bP>*(ibLm=fCs zzPtMK22%J(@@^dh~I8?VuE60L(-Sw=vsE{p-X=$Nc`X$#A%%Urn)Q5nTzMq!7?p4RI{|AkLHlGg zR!?x;C?HxdwBW{i2#hMzpUiFe< z8yU4j6RlAuDn}{bw;bFB+;y0=A6KiKZogBqJ;MKE;<@Sd_~F05e+X!S@@OO}^qdv$ zA<>?tWHRm-aP%#MnpRE?Rd&oRnN%h~Sm8c)o!fMw5Hj?H$(oAkKg&za)~BefM{ud- zz4rg>yy!_I{^W(9{QR$+U!Gk&rE4brqq=}p4`avQWhGPZ3=)x^ECfpg)R%=|ynKFf zS4InDE_@Y(Yi@_`kr_b3*}-4H1kH>h3q9mD`v#lspz9&`#+Icd?^#}TKl|5ml9B8n z80EH{>iC`8EIu0V!}SMIw0l=c*QqA>W4_w-U0#5-L1uAsf_Tzs#fd3wqf&t}3mptQ zsZa4H_S#bq7Cnb6s1f8DAv*PRGKnfy;AVKldP816_M`z6)g-{vkwhZ~Ha9rZgCd)@L{ zNy%HTvPHf_Ue^l}jJU;?l2d?4Ovc=*QE)i@F<9n=3?n=1l8`D&W5%|X7Py-##td0r zTF(OD_Kk_y#h>k5v>+duo?rw!r#CtZuxFSSgY)vxD#v78(F^9T*0`W{Q7Kx=?PAQD zuy^(u5+0lS7&+4Xy?RKB{I!vAcwijV>)IRA<9GZ&>2Xp=-FcWK<+${|F_VwNT6M}b zs(*R>CsjoopL2~1y6ZcCnc40sgdFft_;^q8JpC)cqT}E3?u|0pfUM7(#Q3QOT_8rZ zJ>FKnynLDRCwaSbz|Zx=4#hEp0^5~>cXgo$e!XK$nqCD*TaRM=YnlYszxu&m=L-7$ zJLlUQ*8V&I)EOlbhPQPk^w8V_6iDJR$wW6YJP{#dC2hwS?ItRNbO^j7G}35nL0LJH zLpl#W(`6b!gQFINQ~@%fJ`&^-O^!(CdKEVdqIw+i=ez6H@e;TNRtflk_ArwvjB;M9 zsa4lyi(v^w?v|d#w^Yn0X!F~1z$l8ai!z=!MaGUh6$tv8ozF60mn#cf(Znf;0PpX4 zMg~=@w`R^&RoS~~Y%%Qta~KuWrWU1MhTHS(ftpLon{b)>eE}XmlckWK4N=Tw#330* z;eC&J;#z5qlRPPvcC7LxKv#o@H)v5QNKHaecSWHQtZb;ZOq)ku{?|T12(xGnwxM))WzLj zEV+XZcsmP&Z@^~g_}S>t1uZalx-DVNs#Yr@`=XR`R(q9_9TRUsi&&0qALa%|PXhpI z!;?}Qgd|SAX=Wc>5s#jW-ZgU;kmpEiodt+I8Ln~^cSO9a%JE)D#!vQ+)$o0irNX2& zh)1GwOP8yB9mzDft`m{`83gmRhe!bI#9!VxGZ1XC ze;Zhm59jAOjG#jlT`ft-<{7jvkZsCf3QuU%J<7BMROTai8IZ!gRCzLhAUYu^PJ?}J zu^pDHUA;qD z5X!2mrpl1G2BB-(QYUGCpQei|l}q@t%?o3S<49Y+kvxgtD?ibV+_OL-j$2wuRgQ_s z5*06y*Ym!RTWjwbNWzBKECvm@@`mkfXO;}@~kjpdBJPF3i*4bV+6)kb&#v?GbZ}= zlg**L4`)PtQd3hl9s{s<8+bOMp%wA+R2D`|sEL>^a6CN2{OV`9-ErJY1G{=p%4l#H zu5{oU5;hv)JT@@8dU0025WVNcBH{p;MIR!Myv=S+K2wJ9D=k8Wa{V=4pHihQ+rn^@ zbMelOPNh9$9?sS?w2As_jCSQWdo#q<8wYzVZ2vAfpm5%{v6u5MtC>91 z95rn*qi^9Kct~WcrNch|t^nDQ6zj1CS!g7O1~)~c5-Dp$utg~m#@1W9wL$)iM$0ee zOK9spAc$CKM@UE;60df0L;2V9PazMl=5I;fu3hol$mDx?-T(Wmzo=hdW{4~I2o8Ue zYprOijc>VYREJu8yr)$-O5a^TL|DW^X+V{nSfaH(5ni~Bm%~+BvWz4AgtcMT>+WBSceQrbQF=i#EMLiW&?~BRE+;8a_ z8%t~1klUwyQ+S!D+S2tW>=5Z=LT7*-8O}@o@K!O3yGbEJ#l2;oe``r)m zD4K<@P4Nd%ce$zI*uAI`4!K?zfA|tqM|^4{RY*06^l_5H6IwHjh1TXP!b^NC@B(=}M7r@OyjR-+I6Md?D|hUq!2IYGuyl0ISR6-3-QVag*@m!BQ0!~UC# zE;y{24*HEB;A~RQq=%#lQq@#>lXBHe-Sw?h9IOWVfz@YGeq(*>OIa(!}~e5}4Gi_xZ|mJ+b%P*H~U{ zfvJsm_(3NAk!BL9b02u!V7y-}CjA!GqC>tv$qG3&$uwCE0p3n-loX%Lq;doV1Hc}y zkVXnMRha}Mz@db50mty#JH<~=IqcVCegC(AErB|$`qF{oh1}TsZUBiU<;Z)_Xns;l zr>XP4k~FX9F~I1aGsWwsB@(c>ruZ4hXT)m_BkytvqpTEZT6#0xm&-I?aDkU=V_-QM z_~ZlKhm}d22zO-_(^bP27*A!VY|2~)QJj#n^O_N<`=i%jqO@0txjW~iJEz(EqvAhP zQc|yW6;{$WW)}%{F2A8J&3p)e5J22w>8&oU%t-26RRvsle|`wA-7~(F>1B8*7oZ@c zCLTLel0r-EyQ3S`Znm`~pwMKe+j=&vt<|-!b2p1~^UVJmVK2$Szi^qP^j3h|;kb+)J5M&(anwl6GI-r6?W>BlgdR~v7T zFFllax;@Ia&5Sqc8w3kZoY34Okj1w13yYhCW%Zy0|g7%?p&gr?=&TST_9`7>!#0*>y> z9}B}Y$q+ixp!`Zx_NR!zAW6r_I?pMsw)0&zUuiW<^R?CkjTQ8Fzha}uR zlwbRz8>O&KibgfS#EeRD5u_RGlaPz>=;7r9t`-27Uz)q(vAf!@l<~Lxgt;2Lcu1=E z(~X1gWASe^X#tqIR@ zy(n5BFRTqM6#&t+q>Cy1j*c#0U`1o$50E5>=&cwXw$2oK>+r15jFO5O z%g#qYdt7bpe{*Rf6p3k*r>CQ!icHFrT_QXGq80}g88{A)yY}}mliJh-NMhNkc3k-@ zS}7meOufo6JFP8UqyYwOKF=ya6A`C~!$$h`yA@R8=$xx!G#(UuDHYYbFY`0FF}~N% zG~0DmM3XO9fw|MBg@u|d(C+^Rhxby4ZT_n38)n*r`@K^xdFf>2L-C?`)Vfl6mv^O% za89oz#lfC5sh|B?o-c3H$aCnGH3#3d%t_5Gy7D)hX{u;U74R(?4#iPkWkBiIB@a;j z^Ev#Nceh5w$^OB?U`Y|Vf1ZEiP4-2c^U0ohSMTn?PHdH-HOl%md}=khd%utYg}!Klvaf4TU(bzC7S=9K}oVh23!Q8 zH#a)(F&W}~uv}0+FI(207~>5>M&}g=YqB*Pi}|wfytj1@NT8?8cp(c4=!)d>Uli-{ zz>Wg4IUFey1T{3F9&1HA{m*;G{Ip=w^_U5-YSLl9xvKp1Lhuh4#$3xURd##0mcE5Y z5S4ukP8cd;>|+|=(Hu+7ew|uNnU~&oMwM1)*+M4Juq-GAGI|E>p8OiF3&HV9!@`A` zQ?WX(4e|%0RvQRDixHuE`$lDIM@w;+!l!%5GIo#uJt+zLZ2k23tcURNz4wq|f^hMa zX_-E|{`zFHSq5Vw7!W&K(^b><7;bNSO0+sNFMZh_OQAEsYHS*&-iWty-Kzdu^xXpX z$oQTPo$2jlr#ClZu!xkEXA@O8VMcTJu7gm)nn*^_)UpKd%*u2{0htUb!p5FW;GUU( z7PPb+?GPh5Mn$$k?OWeBKHf>xgmNJs@ZXMR;}j&T&V4r!`>MELVe%UAq*v3@e``>} zSpA&2dAU{B*rJ-7pdlW2(z3G{Mp|Y~*@oHcMxIdW6dnu%2Zfk)M$h;4^j=}~#AR_C ztdVYPQE*xUtzb&_yw%z{_EdIFGP8q7PAS3bBv#H(TNtF0+>ss=LrQxIO_V`vTXF;n z74g2Mas@o1wA-BrZ!K(AU=lS4lvA_s!BW|=&uMi!{WPoidJ!jaqHNviu0yXWoK39g z3J0YfJU2^v%5f0Ym3LM&%ND`|r~(YE%Cm;)W|~j13v25f5^L%5GBIja!xk(!QoI`} zvILL{nOR>-1o|`4Bxt06k6et`q_?!7s@Sn*r87OEVB%vFO$|*Bd-8lN3$B@vCA0iI z?etv(|4}zholl?Af4RU(qo)?Q>x5KiKy6J0IK3-XI(X?iS(EfIF2~>a{f6NjPt0qS zk!N{s@hp*UnOJ#m^d~;EE+3rHl-&M&uHYj%`kwD}URySAmhOrV&lDo`lJ4I9q@^`g zyrcYhlFhwqfRaU?-v0e9VTOc{G#p6I2Fh`pDE&`p**(%IEb%qLZBi!+8T z!nd^^X%rEtC1rr7j=LO_e|V(On+x%1=We<-QfOrPwLH9SMBtK}eQ^(jV-kON4YT+d z|8?4K4yP*(PK&XESyGFeQzX}3FB#mO*>3z|GqB2v=|nA~U)^}hC+Do-lEpMp=3^sn zGIwjCV;JHLXJ|t+Ia{*aVPAc5PRiw&h$+Zp*G+Gc?5UsxA4Qx`qV?W}dGt&P9RepF z93$0Cw%oWTrs`QM8xmODSir_%3O>+Lch1NX;6yZQKe!EZj6T{Fa0tHDACM?5bE8g7 zC{S9rza_pl?|fsa?wkF;Utc@-|L&IZpObeu_Qg8=XoI#sb46s z^YS30^Y+{Hgw)3V?V@GH6nLuCJL^(|s)&Fx*qS)CkPKd!L)$XMtBh95+^4EaP_=$4 zEyn!X&&ZJevbl|%m@n>c)E^=OuxfLm=IrAc1_L!oxA~1uTe)>#;N#huM8k9SBcp%L zr3i{~1oQg<#>r2Fg<>pU$Uxh7B(+)1A|;I4^RP~HoWw7Ys|!UGR%bKv8D3SSl#m#; z@O~`g%~Pl(6X&O4wMHRLcfqh-O6vw%r^csid@#{XPsL*tm{uG0 z9n3UbU7EYFIo4g4T1sY!j;UV8+qpcB!}s4;B=fIues@CXR~N|gP#wGLEB(~Z)LuXv zM9j(eQA)hTjDbcXCyL4ZG(${;Ip*Ewyp+AznHq&O1lo2dU_Et(16TzQq!FCV?*t{< z=l5fsZD@f;M`@h;Fv?aF8y_)!S1Zt!W7zpCIqrFu#vmjVD%@KZz?WeXV2|MAOzm?& zt}wLDb1`5ygq8A}x`&7>rDhHijru$oZc50=a8?#xZMt~jdl?58H8zLsgh;tn&Nddn z(X?ND21GW@C!Ru}ZoW`7miyQLyY}Sz{4`HL&y^(nr7*IhC^c*UKB-5-sii1?u!XKr zyv!KP!%Z6NikA6zL|ES;rzq;1M%_C&8sb^tQ%yg)4@>M#?Hru89)W>qFu~AqqZuQM zw57J^iMB^LNFeOF%lIz+;KrQ_tdXPiq-$1Yq^T1@>xkJ2>AJrg*Mp;IYJa}F`qW(x ztf6!C=3vhAH60qiVOq#BZOw37QFy6!jY*e|?U@O~pft#vi>CL%hkk=F2@y#2sH+B! zaWx5!X0G48dcEB-tT8;03r3p{BH>hmMOFY?`LQ_~nrz9U09^%08Dn=WMOQ;9E2SXe zj`fVppTn{tqw9fZ=fxE7d48``+&K7idF|<+XQudy6XCnb7~wXd zLe0QiCg8!>J;50EoawZL!$-NROOagl?*Ckl!k_-lKUGW0Dj1>kgm`b zWlBp|RZ^jyvB$s}sJ{U`a6E5 z*WS1J?u32%avt94aCE8s`AGTI*LR*f{ZC1X9C0UXGkcC$$1%P)MmssPSfA8Ds>#HE zVy;kDLwl;rRwa19|CHu?Rzy}Xm%*VEAe_O36#BE0J1@z)EJeYruZ9*O(7v=aoJNSX z=Ll@wPsHA>r~?;rwpdPO5xxz%+C1no@L zs8DhDQCFZCC5Jgg@y!5v!K_e_S>hlKv>fv+|Ie?>Uk_`46_(bNGK}j6-f{<;d#91S zSLBre0lk#{S!x444C4mwZA;qO7C_TLz;O;HbSZ?hsk$2j>?#ZUjlu@bSW{;1-{gbS zoo!ybICo+_7JYf@8uWqIc5m^81K$;uBmYE2PYtjQ{c(Sxc!A*lP zc8E}cd61Q~v<;*)tpKeGW~NCt^+6fmGz&A)o3MFI;fUHEGz~eoi*ALc)UtXW>YSa; z-flNH>n&}sNaHe&XUx44y^G>373WB*h=)h1)pd661ozw84oa--q@op?*`4%WXd}R6 z&tqWz^1>-9&?fwbe&D}9mzV96q&#^2EPu8UaCyCwo{!T*fOKMey&YqGO}7bM5^Xbo zoa1cZKbP`+C{?w+#JJMCde3{TczzvRHWa1xFsR|VnB#4x7kADACZnr@boLut=?eVeK7GDU(jSS_}}0Gq+c#(>^j_UJv6n;0wB$W)2VhxlfpeQvZ)UTJ=jvDCn>Ny+|VQ>6f>v1Tje9+w| zzZI&n1>|myt-&u9o2-cP+01BT{8xXnx`2h(ys!zsd)MlvyP$g`@mlwNtxM{LL=s&_ zoCW(RG<(MGkbU!>_`LF9sorrQk!{f~C~wg*A!UfSZDm0C?&=j~wv(p2^K*&&scN(yfVKyIpea}t77JWBbKawH|t+nCgK@$K&6}b zUWDV;$cIGp+no)Kx|%xuj5Vx0>(!?A>(={^&?iN%-k&+Y8dFaHZ;DjnSC`oEVuJ=BQPKX1+6>#b_;82jg|yis9U_2)UEuQ>!@ zjY95m(qx-uXUVZHaem95wF1!EJ}2596(x|B-6gVJ1?Lv`!izAzv}zj0xFGJ?$B?^ z2QBNk5X`ck5geULBG-F8jtQBge*}Ev{p*V$|bNK!*5^n z_W|QfVoAg_B8}ZV0GJ%s7Odqyl8*1pO|~!G+F-ul;NnQlpc*z}Iqu=Wv~yVd@OylP z$#AMFUzc`sOTXVWQkB@BV9-E+e0DUpxHN`7!^C zFt~yCjC#W)GLeWb%rCZA_uUY;rmj4#$o2$pO4ErbJdvGYz&-OLg|nw*{TgZ_8;za7 zA-+rl;Wz0IOsLPq=!5vh{w>YQ{P^uhN2O|Uz#sObhwfi!pRY_eNB5JH&wqn1dYI6f zx-oObo_4KGl$tjHC47P%5Frek8B3sZov!)Mj>pfz7dr!Qv%~@BgyGUMEf*oOwO(>; z0^NsKe$8T6;*4}qs6xwzt9~-sw`Rs{DMr1VE3C$FQJg$>t0L_xJYN9(=wgwaw0&zQ zVSGU3JJK)t3|ZpQAsz=@km>@iGci`bhOk7cU4Q*Frz<7k_n6cIaW197Bma9DD1cAg zv_YKRIighi9;lv-R*WeN9k>;CPGGZ4wv{Q0uy3rO?L}7A-`dEXU^koi87;Ws%>nbP%eI@&wyifsr^R~sn(KIWbM|=8vQHoGKrt8VR zFgZd&-OoS=h{KHZE+KPX-J#TqRk=^@(O=vWi7>5aalzETQq=J5MNvnv7c$TnlR210 zW zS7d9V4vWyP>!8PQ5veDpFLdrJr*r8zT4cy@z^Rj7*sQ{(wA54rn&1T3%kA)I?}_zL-8cv9x?IvHcZMmF00Q&^c(o zO|6ML_w?`f%kAwj)~ts~Ngje~TJbD+UT|v(p$lyofZsr2)ZWH=X=zk0&N#p#vZ|aO&8U~*D*TC+mZJe~ zlnlEYlw50cHC9n$Ew9$-+yn6tV%jv3o0sJjGqCj!J-qSv`@uf~0TPPHR47utwXV zN+EqTh0ND(Qb~>0Mh6&psHo-;-Ix-IG1D)pTk9A; z&Yx+AJJ?GkPx+;Q5Ghlnr0w0#&~vG`E4^S*t9CoB2KYc0b0Bp{1gAL#fXSmmgpzF~|8}oWe zBp~|#1hv(Z<4N5^D2e^;|C+@}T{OLTRPgZFZ|e~($esjb z>reslrk2@?zVkZvBl!7F?rcyFR=)7lQ59QWjU?K><4K~wbzx)}*c=K4ik8Kab+;#) zS-Ec-SvkL4Neya84tgBi;SSx4FDgvqHM&Ei^2}PEc91j-scaWBrxsV!3jt&TkyLLLg@V*9jaRiT`_7^Ai3Q9@4{*+3w0)v-Zl&GO zCQ=*>eB1iv)zhv==5+dE9E=zbkl`s3ffzrSC17O=1GP{cjG`R!kF+1S&&Ol&r?@FI%~i9Q1*6|gKLcwB%} zKL;{!(tEx0-^B(4)q*UiWMsaY!taBo_gz=}l83BSO(2vc8Vb-IUs)fCGS>h;;U_z? z4u`@phiD%`X4=@gj5Mwi)V5T!71yNGi&JikE}mzO^_*h^P#v?U&xDQApeQjKybpxc z)PkMw&;G3t23{4HnuBEZizSOYcCM~_sb%kZ+dB(mF8~m=u8FG*F%)}_u0CNp(S1Y- zZDWb09!M*zysr7+m;4!BAIFlF42^E^{e2T#UA4pmlYj(wB?Wd5)A02e4x1qo7l00@ z&Dw-6mOWPK4*ThcQ-6FBU;4&#`0&PiSE}D@!}QUt+QzWi@gl;pJajF+3x(qoAyo*v z0wnSz#PLVM>S`#ZQl0Ggq-?V^#=)TsE(sPyQWoNxUz{#o3et_nm^IxwdAw!sT4fQ6 zXjmPXM%1}TvZ~tHmzBwgNq6<=%GTQ_67fdQWI7(AH%iNl5tbx`S!-x@%`(9K#0o=~ zd!1CwT~r#uZq0`yv5N+lww*B|HMdjJpD|V8!eSWT`J7>q_eUR?Q<(kO!;m{mY{NrJ z=5fpm{*vH@3GdH9$q*H|8;Rh>P`|EMkk7p*v7QDK&DU%IT=o0S^RRzN1|U zbZKz7>^AvGMV798=#P@n_onOsy^y!P2@~1O0MblaNCQLzp)Io7xt|6SgjG2j8$5{Q zCfVA7kZ4~f^U<=7f`;RnG1LV5F{Vrt2QhoCYfkbloN3a?wXmL!l(%D6A zkMVYE(NeO<@JSOphKYp4EY{X6Jmv`8Y;CJc%1-@p@z#LgbVLZyY|`E6uXs z(8e*ky38Z-Nr^(mDp2G*zxE-R*Nv>=q4XaEj1EcOH|m&wkYKvr@1K(y-f-ONS$g%Y zS&^CJ)DXorX3(PG963*&FGCg>|Fyy4?qj*r)5D;(iOEPmctMdg%PRqMnoqJ4*AC3-ZVanG*6VWn9FRUgSY- z&x4+V?CC~>&#ySKeN>-cOHvEvH452NDxCfO>b>}7QX}=%lM8EysKnyA1#{a!ByZf8 z7Nc`7wY04niQ#yN*Md<%gu9ScahwSY`o6$BR9e&#&)HGU!@qwff_{JG?f!N7nM%-A zeLF|JfWne`e$Y$*Fw*Z*muf5mNTEpbhD=;`{W|;(TX}74pAmOLCy-J?Vo2>UumL`J zu%^{=<)~M3AqKq*yEH&-AFj)n;+iXI$@UW*M)mK}9;6zrA3t6seK%Dv)>!+K(v6q1 z$_CEW)sAe&?9Jrj=~o}Qi|)z@&ktutlDRpjowCK?^8sma5~>i6qd~J7(1uW#{;h&D z-J*7T!mS&ZDx~HY8h;1Wz)DejTT%~XB?HubS=2N&D8^1WGBqDT-X~BbOlcMEH;Gt^ zTTym#@r4SUSb=pp_d?c9T$;kvN8eh*57O&@$lfuX_>z?u9=tt|+nc_dV|rY;)5{@e z6zH^j=FS!`$nC9-_2Q+I{|M1>-Su+d1oVlO*~i4V^>}H!l=LF7)3KmpvJA`zLt%v$ zkbkqZn}v>e4W5Ccaw!r2{8z$%=G*niYqmPz|NdjIA>Ii4mzN|s^t^BE#kQ6|`Vq!& zDZ~W?oXYjP{tgZ0ZiOgC<~`x#O*gVHuW!o7M-)$`E}Bq|jM1Tut04S`a{7%)El{JHKyOaK}paf`3~**=g4lz zaM+l=MoBA@pUg;-<5jsO2E<|YqbU>&xDIhyxGQ_N26UXdztfw@t6}{v(I1|zZMJkE z+e^#>Q{hA$6l!eQ*rjB!V~KIPP68hld4yz`khGrUKn*^1<}7pk2Gfle9`8rf>K8gX z7TWb7p6y7j0H}&bHnWzi$6D65eacbl$Fw*ri5k{J_p*n|T<81RuP zRn?*-us}5kpQ9EDv0ax~hARS4_Sk_tzJ@qnhJW}9h-C-IW|Oel!OjU^m)WYsbQ#^? z?}^1?-+VOLhD5KMppL^ChF%Qw|C`$Zx^Omx=rNq9xQ1odDz3dBG z>}t4ZeQN(?s6FWSPnjnEItz`iXp?OG>UPXnv9;Q;_GLo&>4@l^*R~-?otL4PtmdYT zQ|@c={TR07AkHMNc1zDunE125f!9wmhH+Vpd{S{3)vfI;hn?Q|7j{a(v|W@zp;$O! zEo=JAOaIBiXWX6t8keej#mO;h#~?BM1VT&UM7OQP$5SyOAJ2fdb#aV1gSJviF|DsP zEU$Y|)ZU-IRu^!VH zPJBgH{C+CPS$it8Qk)B6{5a}}RG%lm*)2OLbOQcQd+~q7TPuhgq%(`{AytyZHJKIr2$q99djvhRv?Z%v{7S=0UQl>LY~uHX!CF02*bLJvpcK}@GrPUMBmU?~6xFj%*D zTrsfFZ%Clve*OTt7!4q)a|^Zz5-xU_x5hj(kzPWGAyEWB6T@qqY8!zDsg(|yt3G{n z;m>~z3ngd6`dEER*(-!edP(>ml%#=?TPr$Zc2DHBN^+A@QInBPPlq=V=4USi#?LJR z*`oQNKWF&a+O3^}_2TTDdzRld85sBV-BH?`6)Lhy?7M>k%g&!Ku{vb9$QOJDB$E}l zT39G0EWKX`f18PC88mq1lgU==qCg8XO{29xmd$8I0JI!?fCWq=ra1)2b){Mn3;mv~ zh8$;q&5ZV{M3^}AR0|_4Gp5y@#%y@k;Nd@aX!C+@q#18?F}oaxdD(CZShXI7uf2av za!Q0>?Ui3-7oe*d(Cq`o@!=!VJZXOAAkkD^8`gha^N{MF>Oy4MRL}DQ4tT7`(C*DE z4Ze4Hbk^s3tjLzzc0XbRa<;V-{45Nm-JZN$9sl)LFb#%vV1TSZnjI+%aE= z({ghFq|r5xAFq=3PU?q0eBzE+Xgy2mOZ={77MC*FxgWAqmSdbJ?w6^U%fqCk9kf}D zBr)b4^1=h}DV^DCiz;2(rybU25xnfsUlV}B&{181+>{uJJ-kINZGFg>Qy_JBa@U`W zkG!yO{%>CtKm5ny;@AhdK`dNW6v&2X%OSr~VDu$IM>koyx{F3u1HqX|;`2?WWv$r? zNNpsi_4rJgEhU@QfgeE{4;jK}+UQsE~|tCZYjbNw~BL|-I-V?J}J zn0x^Rtqvt=(*Zeu_`;ONnaYsLyP)@g3!SkgT-0mogqP*YWqW%>#@Ac*`NDMsL zHpM*<|Do~Nf;~pzSd4?j-W5#H{dwvnPSYta3vDZ4d;N?_)F!#;F))Y6R{|{L5J~_` zWY(bSIi3O`Veg)-oZ@rpA;3lPWTYQBql<1B_1@b4^8qbRqFbJTt z7YveY>zR@n$1~p?t|*L`t$mc60nG+Ce8k>;!}IG#Ps8l*3FVH0vfaW=+Nv`%)Z>Sx zAZ4;Q{F7%yv$5Bg%+u8rXwx3-Z{|@e@s12Gb<9%wZs6BO*E$(z+rK-f41dqameZKIauq*HejhdH z0f>e?d0bzS@0W1sIs`eK&uC{L4+(ub{vLdu<-a20zY< zru}6;R|=5|k{zsanW2jZ+fjR$9;jo+rfl(~6v_OVV#*49EGZ75OB*2P4AwHWH@!*o z3IL56FiS9O5Ub2-q8VLfCf;9)p4EzI?hHBCM6L~wAr#F*=VMDq52!ktd%UrzH11&t z36i4i?)#+S7kyl6S3%hsh$F|@A+}eUH`;g}Jqs{YrZM^&(_`M{#w(BTmMHwj6HJGj zeDjKVLPCkdHl{5e_PUEfK{)U_#@_vwBa6F{;;)BJ+{6M4&O^XVDz7SDYP6SLpg;2e zzk{6=io5eA&v&T8dGf_BE6J{E&$~b`GsKCzz7bLGuf)y>L&m~e| zeCd&{bO%nInzy_a5MrUO`enuc{W+fR!?+(=;1lLmBc$;)@vpVw20?<*D)VuiSJFOl z@z3(Zq>F>)S--w11_&;KxzLU^;ojT$6}n^ptO8%X5UsI1384KjTO5rL-4fy*r0!AE zz+kG8GWEJb&x|h5(nI7Q(WshKPa$)5K$cA!H3c=&C1*|{O&eOaBp4Vxo;qk{&%vgLB2US8|DaXpw6g!tz`mnHSN zO>I-|=tf^>>&y@~uAmVF`eE?sg^kt(H>2Mgz_z5OfjAb)=j$p6=8QmjD&4ZaHShit z4zDSV@_tZ{MPnJXY&t{i!niYy! zo2k0czj*)sqvVMU1I`e~K@D0z@=Xrr>0_Z{Z8xvXRhwxN6MeLni#`2i@Ea7;v8 zl0oO@d_)o%n@w^@$AJ=iUcxbww}m%;Ra#);G%+PhXi53?BL=F2moY(WPQ=Q#DeC_C zo}Le%6H>KkAy;%O{Dc;xr-w`NAoj_DsA6&PueVZ7+{gWf24O`IfuNup;*VW8NdGz9 z>P=8uaX}?{pAZkey3R*hmpS132@Nlh%TSL$M4MP#sPMJS1;HZ|UDZ=$@^zn$O%=}E zu-jvJLn3)DQ5s~y>gV;W%uWzRZwG`#HGdHRDJlpOCsBV*>g;U&&fAv#K?`MlYG7cjx zZaUt)#3*Rp7m%T=^#%76H>M$LMNE6A?e!phnZC&4_9|9G|B4Tsj0$4YQm4S?Bc7DN2({oMP*7OQC6> zVxK0u9mi^m(xCr!1Pmqd+Sh**Cb zNpKa5qC_t0fT>yF4gFK`VU9(Pj{5w{J%$a zu%?^(aZvlE___g&@)E7NS)e$F{#p9kwbC8i#MfE}e1B-%p}hxIW1=!Gy>9vl6>p#e z7>QUgQi8&Vsn}oVMe)blHS$<6d_pJ!vG!cvSkIW*HszM!bZeRm%6?s9Uyp z-FzKxqbPaeF}g@0!<;Rpcp^apS@nk9B5ZxnF`&PmhC+rt2-tGk*2LMb?+?wu8qJhraGub!I#WCaim&kf zeev;OC0bI!zR}+_c6uylRv7`${f}I#Sd}V`b6Asdisb`oCl-gx|(5VoTML}sQp|(Xack= z$a2K+znD7fzox_X?Qaa`C>f(ux?^;zfP>N9AdDU*Ap#Q0D2dUdL%KT@B&0z?=}=I* zqy+33y zMCtGWBvLoirsR}OAEry3oyPerxvJNX2EemH0Rs*L#>@m=)5iY}_>}=fgV?${_wHID zU3HBrc5JkfzDOW_RBrdypWBlcgurhHyL_3}d&=R-0Goqah7tmZ>3uo-=s8DWXck_g zn`UOx_GAA79qYkM!bhQ^d z=O~9dKgGqA-n28k6`|;PdHD1Fd&Sdnn=rGyPW#J;4ac`Xmwy&SA>t=9p15lamXI{o z6x9jlA$@eJ>X7^T=w~6gFrp()GKciOQa1i1$FL^JXIrC`o7KwF(#JtX%TZ};wq9d> zXaE?6M_=6|fh*|fx6m%uZZ|gF3Sa2RtZuy*Ierad`fY9HL%*e7s$|u+(SIM9#i{)9 z2~o$AWj_)0?n7{Ft~~=h0g^^h83I(8psJPn zM#jwDxk$cbf#;>RHijs|NA7sG_Ja#Px~4fJNGmD_s(6KJ1%P z5*-P+aUEVuk)|(lZGo!5?F*4;BN*Og^DWqpw{6n$!E%StaKRzn3c>aB_s~ER2Y`-=)Oiau};+yx;)}f9wcbfhCIUwR&NrZ{@tAl=xQF4Mk^9-W+z^j;bawsTLU{l@6`4;iw1GA#;5D< zw1zg#a6u$$SOkofY!}d<*TRU|j^PvA5Kb$0)RF32hi>Qz%A!F79|OI9Ks%&@aU(pX z8UhZ)O)ESAg7E~SA8x1&V-cY)_>Y6>AsX;Y84k*`8tjV3d5m|^?@bX(RNh~bkG}K~ zm+$6;savL0r)yf?zx>+fPS>a;M4(|!6nScnVCcxDjD4+8x*b*&SwiBsZ^%GPN$v<_ zYaMi@9qmoHYwjhaJZ|U1$(0_@su3@WMdJQHgU~4jj0>;j2u7G++wXtrAFxBbojSd-pz1T z_mR!jn3I*wa`Vol)cu0r3mx}veXd~Z`NnLJNNoE^Su} zl;n4TcQlSY|K-b;L^^5Xu`emedCC7o)X&g}d&B33pM*=aQx^desT8WD;U&g1w<+h9 zfmG%F(h-B9SJTZA#KJ5(Xhy_3M2}s?IMl<+9Z-$H$Ph_4^c~KcrKsk4_WWw-_)>3b z+m1s;FV?_18Q;9+j$(-5sW%TIH-{Jv`x&A&{dyq#Zx>*(c@0k0JV8n2@M|`DeLfLz zywh9wx%dLg{*hqlx47hDyj0p$!dc7;0+??4B`}~Ajis++g#B?$J7`KTvmFBT3UPlH zKwV|K6r4?euh1Bc>Lp{#JGmn=<5KlGE-B4Y@N2thwhF1+qTSSl_y+s%5)MhK%&OuL z>0chh_~PZR(HNvEpWZSmZej_he$@US$7EMO`R0GC6DH7j{qx&C+&4q+b6$0#@Xw69 zp(AB!ML19IM>FJ`KBRN#o)-Lk& zTEE+tuSz9ORm*)}lB{ zkv-i(>a(1sk~Aw(ceH7PCRi_>5H;RGpFVK$KtUvZ~Wahyr_loN-?Wjm*U4S{yb1$T}d!WE!mTVND51qknGKmoM-!{ zfHLyUPffDO=&RAgRgC3_P@D8=PW-3ix(G%+8w8TEzZ@#p5&w&a|BJBm4p$M(cMBdnx*(0POqewD__w;abr*Kvw3_uE7o9=87E&!pyzO@8prXpV`c& z9ZF3*%!t=s=KOqy96p$@`Mvk+laRik^6?u6I+`^bhH1km281Th$=O+LlQQ&rU}u$V zIZd#$x_&~yY?`m46M2M=sE7$izt*?A7e6HVPg5U|k7eYO76 zsb~hF4FpuUj1;F)(!{4t0|n47t%6kd4_6gerB(NP=R3b%-$qF=J|v@)0WJdQKkLi2 z*+DrL+uP&R$qOh`Gqu9SxD*(i*aJ2{q7_j&$i&kbM;r^Czt8d{Orv8Mq7?B(We6kb zJ?l-uj#q_96?HoBsY(?^>cT~`&XRHJ4n@Gh83}=yDQp%44V4{bf{!l{B^IA1y~UCG zSxN!uCqPZtgtfD_r2dwrj#-JXt$oW?^?WPQzu^1Jj@zJrkK5c#%o<+Zd$B}K@2nhk z>;!FzNwwFG;HRxNwqkQ=l1w)vVV5oT6|7;D?T%S~wel;6qrG%0XoT8;_Bc2P2o@=~ z6rDH}DsL5tCe&75sx#xK8sH#g$oUpG<7_JHVOeHMMLQ2zn7bovOP)KHtNQV7(j7I* z;&cLf0j|RrWyhD8znZI}M(vxFpDm%b>Cki4k1V`^PQsL!CuWVo-`3;F<-+(QbCe$f z_01g;0MB~EBw%VXR&PzWDo?N15GuJecOB`*g(*WNswAH==<@J09ZrENSdd*-Pd zTI;7JhBv`%z)SvN!mZ}gEq|`2LEuG{e2?( z^=63l-g^{HyI?bSa_u2?ACC(jx+5S&%Gg}`3XZD#6t6-|h*$Cwr9`zEaf9X?2``wa zCRC}rIjE|-id#+zO1hqjZL97Vy<+v1Km6KlRkRePWav3v9pR?6QpguX!v>S1>sB(3 zwa*OVn*ZCkDb|LL8s?M)fcf!L;?W_e-5L8fKD6+iWtdD&SI{y)wX^Nz1?QlHzQYLd zi9tC5cf=6R-o7yJuYHjr0|resDrgse`-SA?qHts(mycL^^`J?F0g2EU2R=*OQ>)2? zW)uLU`^=dylu;lMIB`LL{Y)7AoS%)`dD^X`WJZ&UqOVs)-RKA8)5ks0@SBzW?)OwY z#i34%8gEuPDnnQXAx?cFQnZSG2OrkZwwE;3(W4;kC|JteRqm&r?TqUbPUJnd^8Lsy1`p>%3= zs)1^hLo;ia9PcJ%aT-xFU+Q{S+pG}Howk%KP5@q{11*w{B#3OsdhJgv4VF%dGwQ zQTi?kfj%`LGDTgu0p4Olb5^-0lxMRE>%}SLPO_2e2=T8qF*A3#`zQJq(Wp!v5Mz<$ z#p=tKOEdab_jP>MwW|4px=4H;`t2oeWablX*rc@=(xafX;bnZRKy@j$Fw)?F7taPn zq08a#^5dL(MKsxQl5l4(7-o0d1+l=$WJ?ZKD&pHc4w^6&`c0V2BND)fTdfUA|H#8- zLfw;c#chtM|VKy!_w4|BVmX`gQV8?hTWe_C1s1)3KVqU|izYl6f(c zRWvkQ-SzW3w^S~Gk8mFUxe&RiMiqU?@gQ9D4uH&Nda!vwRhbBdD*LmT`+KS2<=HKk%)G+#3% z!1HWhz=aG-w2>D4%J&HZ{c;*(1WCJqB7My74 zq$Yxh-8bjR|23LC*1D^ev4+MoB%J_jNoiqO5|kvnEm99`J+>>lKU2sMvmIQn zW3MTzrpfiC*c?q3xWsSZ0wNaJf42D8MM~z$%4kyz>J4{5{~RLCivZAWMKF}vKwS-x zmgm-uC`GlKJKc~+fOjc$~BxM(24b-2!E_jNhX)QBbxBDV#H%WT4FO(DK?9B=B4^PhC%edwKu$ z-K=f-Snc=XnTSr2YM-d)Yn`oACpS$9la<93tR!~yn6hJvFnEv?F(jE>Xll4{S3|3} zh62|HkM`L0J~<*|Z?tH1oC1T{IGebf$Oa7f6&b%zk~sd*r!n;UX?Zs%;gXd+kCeW) zWV_tDts{9iBDp)Lx)GR#s4e7QZhKwFd8VloA?AGFIXrY>j#q*71;>2R*j`iLnwaU! zbGR1Nu$(@IILNPBCo zFy9#z!ss-N>&Zv==`vBNrJ$YC1?#TI;AC_baOEjPx{xpnkV(=bzOhGHLG{qtjPj3j ztfVTtF8}7MfRQNy7ET66BqfI3j*uh0^Pf-_qIB(mBbhpAtDc&MAyqefM?@LqwmM#(u@qt5rrfaCi(LHUmLmTpp~ zjnrbzgVN4fa@40o#2kzYT#)DqAE)Z*Q1TA_#bXZ^K{D9DuA9Xb!=z}~spgWrN96$L?K z1!qg2mup^JuRT;8ih98{n5GO50NvMx|19-k135*PXq`%kxq)_CC&WB zTdI$~?4Fd%8jjnfH4htjO1naxhv7vMP8aK(U{igqdVLKo4-2xe4n^{#1?fRmg~g-&W4Q+_K;V` z85u(!`%~fgm_o!?o%x&NEGH$`FxatO=NZj9hi$jT7`c8^yKW?cJJQ_^aKmrFUxBId2H3M7P9u6*Wkver5D8wUakgw>+mPh@gxp&Ch}})64WBrT=1ZQ8gmREml3m3z$y}u z5l};=GBd}Ao~O25``o(Qx9|4~e1;ir-XMcN(zo!mtqcm77mb7>@X#DDT zUeK-BzqUo2?@wRl`F=+$&k~mtucuhb5$N}GB%hlS26=#z#J6h@z7!f^O*ko|pnGrQ z@?ahdTKJXRNtqs-p~P@GwVUDd@5H^e$QX8Rfv{vsHQDOXQ}hwqJ-zHx6wCe&sRI-=SgeHNrUdA{=R!z6yM{1)Pq{W7 z6b*>Ki^A&Mgo?05{qUK^5wsw~=ElO|^hM;gQUOhe^@uTb|3hcWgMA?#_2WQ#Zk6W_ zfUD|*I;th4n%_{x!huq8oM-)aVYeEr60=iLw6TSS6pmlzzAZpabs=7hw}hK*c&vXk zrKE8922Y~zbWr@c@-(@tmxn7%zLB(Unyp?50amEThx2Uq$p7DH9`9y>)3mQI@!JmR zk(ykrvJCTXCep>!rM2Y?zNB`ieGcKzKFU+&`+-r+2`rw8iVjF#g)C?6N+A;+4Ebg} z32Kc9_|aQF?~ov4J4vJ~I)1}C-?FmjRSXAC!O}7@oJW`;lehZXuL9=) zd(@x3^1Hh7La&xZBnB%fGMA$~{@!s2S8<~m1oY}e2pAL4kh1%VVC}20wkUR)%Klu`3;p}5hz6@}%9SZHrWSbS&wmvY;m$#>Lt)6Hy_$Gy7Wle}rTw&byK zb5Gk8qn)b=Q?QNaAk^))7%EBwT#LMGCDuuzND&`X=L{;t0|WahHw{R}wuc(yvbnzm8IbZoO)NWOh{DXW zP0d@bI~u=${62qp5!_?nrmYnJJq|G@ixjKO_ zTKJKb{auOzoqKNK*@{Wm8ul7V+Uu7D?7QiKaPk)CHO_Jw_b|-7JH zlAqr$Hf^i>GWx4@sLKxJ1$&y$fPm?T_^WW-4}DC!#m6_Mt0=At53x)tr=ss((9Pf8OX zC()auynUyi(y7ZD4GYcqtppziB_AG^quRBQ5O~XQ)_oFX!1Eaw$#P7I1-qnC$TWwK z9jajzPJL5i@jg)ga?Z%C)_i@4O1s%NGDYaVrX#+3$)P0GMVFA+JMW!II`$;9RJNyu zSY@EG4r~P|HF&^7HTKeo*Q#x0sD;j_^a1MoR_;ID;AFytCV#PS=tN$M3NTwTB0P>_ zlxgt12v!FEs*l#@@Rls@2wg!H7;F>3=GQEe{<0Xdmj77=}SN#QVFzRXP(-K(3 zXMF9|1O2%eewcUhgYaeV%kOn>-+icIy`}FZBtJ}H4fSDgr7}(gOVe~(heX;fZF6LZ zO@^|P&n++JOVy=tC2ya`5New^eJ(%RePL}JWe_%`hd&}6CSYi3 zU<{OEAHdn@H>%WdIgGAcS~%vgZk=m#<%bseTreQ(^_QHRc3mo3-vqBYs=6yqk`qz;GK3=f_X%q~559ad@2E_^nnm6u|i zX7hRZp$!jxfoLP2^E?TY^E$dxe?LWZnOj|B z`9n+;m$49Gd(rb+zb*E~aRZ$ROE&eOmAcG{g$d~7?phP~MEungA=O-D!452{|88ySXrxjY%2d{~=Fs#v%{lfHrd=JWZD zL?Z~mfBKBH4!P|VITvw<;>uJ7eiqn^x;SW9ybhugL;uU7F%wmgKXd20Om)IS@tYH% z_)uZn!1E84zlHNR-f0Pnl5U?Subh1WC)2XX+07`UQE{28m3@Ixw(nou=195!fz5h3 z9`Xf>mpaG@P&ZB$7t$E4P8gCFQXc{*+(M*ihqeUy=;K4}mALNvsRVIFbJaM|s<}ZD zXu9SRD#8xWP=ML?CCQeC>Zh!3}v={=CYF{7dwNjg_HEXl|{2}rs% z)Ul}1k}Cea|KwrYTbEC)4ZSOEUrS?@x!Y#?^y*gmo^)LMRYr^%sZw}vix+C%T*bnc zAI~FcSJ=z22?Bv0cnU1SJtH&x%iF`R(PUxl`@2s*2<0`Y{PH5Vi{=G{JzfyEF9N=A zq7V)6_rMCUk#-NwV9VJ0dI6_d_2Z;Q&w2^|=h3D25d$ zD5p0mox+!d$g#uqkgRo8TuuR8{F*?9Tf|Z!jkHb2BxHWGEbPMD5!dc%VX{m!_!fw? z!Ah61&QM#fE!dYke??P`+uA2{y(`3(aL+4}B9F^>_~<+N7Dk0sTCm1NsWCv#fT5IN zLm-^_KPlxO-d&Ox{C86GA2nQTo>RW*M^R*{R{Ylw+r0;dbI%~)8I4`q_0MbGe%cDa z{EovX1S^xxesA!(0RCs~&ObYuY_1s|=dIZ>CuXr6-?gO!BPB%t1>qI-a3pBf+TOxiEAIrrGS)1OqRZ69tV#VTUL*7ug$+Hf zv;yL7g=81}bH8sLL=mgs8mp36nYL9%AKL`Ae$Cq3da}St=Yd+qx4Te1-mG@~14v9| zdUe?mL8IX85hB)D8uvndBg&h?V8)ao7V7L?Csk_8S#RAjql$wypONZVy?v0=EqlWh_##{iNNLOLAU!m#V=vbRBsm`#W1)`-*YtF|KCpR=Fn>CI6d!0rKI42L6 z+Rc3w2xC3fSb;fWWH9@lUpq{UTzn}9dh{x!b&W!-(=ca;>$*Fl6KEaRWY&2dKQ;9Z zzVfn^W?{R-k9rXT#L5wcTa>+vN}>VPY(PSq7|#9&vX$Blbn&nux|H}SftPr}7|0mr zYSF<2U3-t&yl4L%za9tH=_Nli@ErE-Ik^_k-^PN@0 z97|1yA~UEtOO~z-N|u1;kK2+MVrNM!>Hn~DO6v!mG~Ol|6Ed#P(xh2 zOh4p@Av7}U$9cisflO&1S9}{5lcVXo>#o4Aht28TtkMTmubw{_jw*_aLOHa?4J?K| zPF#<@(;HTI)7T5q0eBYw$f?P?9SSe@;hLvlxEV;*678OQtNEH!UE~ZBM@yXffCwDN zlLrL0@+X2todQu4Qb`ZVl5S7%Bh#Pr|1HG-9htu4@>7v}nr~6>s4K?XY=j+Z`X2bK z2Va3f09|=iYwB>*IeG zU?rf`e9N)qj~RDr(?7JvYOIf6oN5CiN00av51qNyi+oNh>QYu!!J@+)2T?6C^(n(S zmqTD4l1}Q{#HmPj1M|E%rSy>4X~OF44e<|~QM5`!xJ9jG&9Spy4CpV;3GDP4-Y; zmm<4;m(Z{m!mUeoduwB;-!u`ln#a3GS09YDpa93HgM1hBQ~U3bkh{E0lz_m%w-+IwJ-*<6K*w`IOellsVOq_Y-3Zr zN|v}l4xy^uI^PoqkwdiVx(aJ&p-t5&JQr`BYJ{3DO9L``__B=DX*4pz@`rFHz0N|k z+)K%Ut^V-xxokSF`{lKTNEE*@FsRb$f@lb`qZLg?>#x55mXI|)=JE2j;PRDHIwh&L zm!=}D{zfk9Qjb^-Pl}rQ14)#V%mLr|6#m68KdxocGdw)Ss{+5=0`*+^PG5R5cnhsuN z=PWrqKqt)g+!Q)N=THrg$mUktrm48uTqlY~R#An;!TDoiMsQ$$za;Px_x;8?)v%Bb zQcp6`0(tLTVLf7QQO+DfrWVn2ApC za=Bw`6LO|r*I=Qpc~Pz}77pagQEep*y-_!$Qq$3QiF-*ob??`ba5I%Iki3z-A^O7M zhY7Lm^CLnv_*Q5)U&@|y+0?Ok@PASqdA~2n1pYr?|G&TAsqunT^ZbIl78OMi6TPvn zV;}Y|4h#K!pM9|lD37%=sOo_X*Y_#Q+lD51set`~!ToC{>@@ zzhiF%amw@(-&29fv-6tuO?y9*Zihb@cM0d@+kMb;uXa%T2i%uGN{E7^~KY#Hvy zP}B8>kqTIFW_sO^=U;Ams=SdRZ5Yqpntot2M_N*7*bA)_Bq>G0*~z-VHqYiw@EW%- zZSI+ik0vD3irA>*Y9K0TbjMzT-Nh(Pg|={|4CKW6tD6;1V)+^|Ky6f|s7XqSn-P=(k(kah88qZ&5Md5*WUO_iLy=#O@xa3a?Mm% zv5N9TTvo<{UJimd(XEkvkL*EIA5&TG2jL2?8mUVu1_)}=1pJ&@PW*VOngtqaY%?rd zR~v)iFq7HjFUGXzv_Z8V5rkP!en3&q)%tO%OZWmnIx(&jWriTmtv!eNajlwVGbp*W zRP{8Xg}>YmBNH|MXnE|IG!>r(vR^1AA7uPWW+IjzZRlbSy* zq%`G5IZNJ#LmT5pPH=Mtt~txXW{Glrl9`IQHw2Tj`L~NSUF)Wvc`HYRdE5P&^odw| zN-s?|*GA)#tJ=h)SZWE1Txf`d~t?!V(l(0LNF!|BWb0(=zL> zrDHM76NmNjmXFrh(K|hXt7);v_;u&i)A!WtAq+0y_xT&6UxhNdmY`D+n?{={snOjr_8LG2O8)!y zLxy!(8b}hFWU;#{=FbWgUZeFl0Fm9?jY?cY1tq{K*8nsPuvUriSY6zRM4B}lsGOwi z!p7VP-&d%_a-J|z&+NlvxRuvPM!S<9Sq&^2rZ<(ELUOmcCCTZ+2t%gUOfJ!~)d0qo z$wFV{52*%cp%haMxNFa1vG^V(|5T zo5#y3q_a>ZLm~E^;>39#GPBT}0fNg`yZ3Yp)0xJG8fAIFnA5&^2Xa1t{OmboSaGV|&6^+k8+qA?dxGp)N*-^=7!@#1PcUatWj zvh7sJt}t{KoIBf@8r*(A3ROvwN?0cCI7syAicxG7J6R^GbCSE)R7wpYKtg7WT_ow- zf5s(NBcD3AKhtEe;+_SW$+!l&2YyQYS^H;vYz*`3<-d;RUkj689&}H74F|R8i&;@* zd(p}D_#<`n!?9R-T;dJj1Z~1h*2ypyGoh3tPM`wPSCiCD98fbA#6TYv6g24N9m+c& zF*0j8A8*Hin9`L&F{@3StWj`~G3|*yez`v&dv_(2`Njsrz3u_T1RLj@fUhCKw%`Xk zWVIx7uZBMGu4M=NFfcKv$B1&%HFx}I&@X<9i_d0#-n{CVWQRV`rlqvBV&fma8Zw22 zO|dmuj?yfAOF)+II-4#H|eM*v_y@ zR5)(8@tDlC_Kh9bPm9lrTiK;5~NRsUF{dvzZXZUgE#GGl<5 zm=;SGqI=C2x$R!r^5`z}ov;UYSL8C9^TRE|FR&dYnWXkCT(4ybnUhpI zu4DC|@+lZ^@w-J;GrciyZ&SN#H@?aeg1Q{DnwVb&xzx$A>5iBm_WXR%BaV`P0MslC3WGKq_S6mllPj&KoA3A zYm`6&=qhdP7YN4fLYcqJ8qF1hP21h=e}P`5fQ^CgjN@kJXyl*LUA!l?O8y}elF&87l)lE#9|$IR;df8D0dlG z@DEk8T6U=8d#)-W*3PS`HEWw|qtwYa6J)Oyl*FUS2BRj1IT^&X0)ze?ynFqD(|Nagro_NX?|Np{&J8nQtNIs=N&=zh=fyFqx5Fb=E=S zWq(!qJNZMK$P!`7pJF*?as1wl&MNI0ocd=+@leO6F0=yJ@JhYGp73InP|KsR4_HHe z=JzkN1j*hG@iZbd3^BN#sU#EM5C^DJ=#=BYOu^)@W^^%SV$}N9TC!H>Kunm@7iG0{ z4|N91k);YlgrltdOkx^_m5Hs3@H{43C>fzd{W^%TrkgY-1`qr_oSv8vFehV?umDL$ zig1dg6Fk3p4r}?Q(zk43;sPF>n#JuHhd5s|6<=$Hn=F5bGBao|oIcxB=hu%i)D*XK3Kvr3H5^}iu}AcWl-5kaV)0WyXW7| z>KHO2wR5kh{-)fvp>>B!SGG?Sroei)ZuN|N2zW);mMiU<;{p5gEW+zV)>mNRr~e#- z3qNGeW^KoSXzG-L@p^R0sZ4r6F9`(w^Xv15(qSj{o)Z`4);1qYM5Z6y5B(dD11IAX zv(vxfs1^W$?t!PArSkvT%h_gJOredJUXA|*hMXZOaD_*lj6OfA)(H@@SzTLb69$D| z0oPboo)9KwHMMX8F^N4V#B6eu;e_1BzpE19&>LzJI|v7d12F?zKF11#1TEOnNKIMj zU3s3W@>+aat{TJ~-i<;594Q!H>YGxgG4cTFe9!oxl8H`ZS>Sf>0ekcH2FHH`ZB zr%qVvMz4@nPRL#-X>!HRtg^k30;Pg8@sn?7P@FxP0rK0=a5+kxsQloSTQm7v@*5{ zsdT~4ZR$1k9MM{&j_ZC_EVSfiESc}6=HEbztQMiDBPK93txoN_Q(S9aK4qD1H3P9KkvlfjJDXdWpnAi8jxC z)}rW>y+Ssb{yr2sW_M&1LDj`sH9P8`58cs7ni5F)E`|xEaV~#zEJ5fj5=bD%6OsNv ztMSP`t~ceag@{D6#F`d@!K5G_Idc_4YS!otbHm|FzHTd#{^~_n~6F0-S_z3;}%ggWc2S1b4}~M>j~OpL|B98(jI@ z>bsr&gT9CM@mkF5Z!dUM+rT>&@ z4*h-giv=Vdl47@(K9;mkoV+PY)FTVwt>n(#Yqyk|<%_qQe`PG9Y;n}<2hRGSo|6xi z9#hST=O!zw;=$Gsr((aL`Gb*-0+H;r5(J+ijjz~ROBLk@F7Vt8T)Idh0;*p?71L8$oob6ZrLuWn=Vs+Z_@?FPy8G9pm(Asl z!u=Z)DqE`d2&rnCkRq+dN!Vi_vY?{-#nn5Sm^aAbkQzB|!sc)Vc%UZKtuxBesKyC3f77yk88r^C^muuAvSl+Li!)al*_fW0#b;7*maH-E?i*1A zi%QU=@(Z_kGFx%2pgfk53Vv-Mf*>r0t~1sU)E zK2kG6{>`Uei0e#EeLkqjDR)NtHyzFxy3Boa3kecIPU?!z{$0xL08BSCxZ~LG)bk#M zk;xuZ*OS|Kz#6$0M=)^ksKL{p_Go9dfeD(`iA)A>{Y&el=uY4pa0Ddl`(HkvEqf6p z9eXUi91{WNV@nz7tNt!l9Zh>8{2{%Ur5A>Al6ea&9hrjNXU1!OtL@UWk!WAucFZi* z(s<5cDmGf2a^1N0ZAN#njY?FS!bsah^>oHv)iR9znuJOXYXu}>z z`x6r@HrDx94gqkf(!u5XIMkjZFFAqo24@@Qq9a+ZRUNQyCc(hI*KHS~aki;~#t zzuU^t@iMEs|33dXPEUW4aB-cU{^{NeqMn`ai+C6(g#7~x3fX-*>;*|m*Y zh)hYz#}w2K?0&2)JfBeW(JH;M_xjva$#nIeq;!l@$pZn`MUN((x2u|cN;=o){j=K3 z?mToI!Glnsmxd4~>qx3U4Rt45jCS;H>N*^1NzE1YBSwxcSh*1arKD!c!YThzxC4`}1H;iEHV{)$aQE!|Q()Ynh_|+2mxD>F;*(BBPq={R&Eo?g97I(%fD^xe~;F5|0w(9 z(`@`a<<+5kjuIgga*cGM#H8^mTr^V1(`WJ{McZw&jIETheC~MkeQyFr5<#at)m9QC z{cFzzZboTbGO@J5Bm)&+Hpaw`U2$V)No#~t`<`UYxl`VnyOcL3g!}#3Fq3H4smizV zsYPaD5%cvbM92^gq>x=oE1YqPON-w+3rF}Uid)J=BL~b)j^WIEz&3A6&8R>GjS;o? zJ#4h#Ft+Qt&}1j=j7>MOJ)V%QVHd}eXLxwr9fi>jb|%E9yB$hC6XuPSQZf#9?I*9Wl~7xpbz zbU9bm-wfP*auggGGZ?;iu|6{q5uv|yr`+#M$coxIR$KHm4JN;5VkVw(8Jc8S2i+*% zHMB#I=G<))tj2InNJ=6kqhFav zo%ac|7~Nc30(qaHxw0I|s?GqmLQtL$bWawiwy$sRJ`pby%xxC|R_2&++~qFjcw`EF zWatcbp03MDP|@c&v?NFqH9c<|BW2K>h$=*?*)fcV_hM7C{a}1FlPHukn~y#jSpX_P zSW|W^JbI8@knnGYaTcl__QM`*O}lfk#~>-Iw9{{f9#(s6G<>i|kVk&bN|aviZNB`V z6P!E@lfYOjcL;_*JP94x_LBYcH+ZLCu>aw`7yr7ibLnc{AL%ncqAi?o)EEmuTGH2m>QW3~NuDsH z^nue>x& z`}K_M6)QPY-!QwRL%%A?15E+4Z@r!ZqK;ZqOYn@sbxtr8*wdlU@d0q(_|`gbUHji- z#iQ2Qkf&6F=lA@Vf0L8@T=)BZU)Srpxkf|_ ztzvHUCEp~7#-xqryoQC!(d~JZ@tVa&Cj|Vf7@>Hw%}>HxW)w*MTthRYs|-}^0+JwF zD!*l*Y1|KjUNRb};Qs6^?LTo3yzK6LCtNE@pAzNpVdc>Ymj(`ecCGJW^U7xE;$d$# z!|R5O-0qI`RSNsqiPf+BCRITg$g8Om{4WGGI2zj*`67xyOO^KE^{tEZb%xwT3+9dZ zJNj}{j@S(4*J&Of-Qi$UW*I&|**cP~-WYXYNgLY zBuhZ7ZUC6XUAh{Uq7d-gEpjUwX#*k%XHNCwve_P(`F=)B62t~PAHAJA{Au;ku%|qf zJ}jwb@U{X&Kqs>_|LUn~F<|*^Bs)g8kS|8!4Z_QH-2scQ%O=3$K5-mud@80^(BcHD zrrJz^3o!>#9y&JH)w>LyE9F>n`0FYZ{PT8>5wJ9L2MmWQ@7<9@A$3m%Y3f* z-=^4l_ArGVTl>b^O_2xzs3i6GITt$?U919qVk`gzq)JV={J0To{_4ru(sQ;}Qc#Ao=Y;xV``*%<74y)1rIM&Y?dG&LK(k`w@gF~tDa2wblfgxi z#0ojsliwrv(2j8$88FyMd)DuM)yk+Bf|3eb>_oPU0eY?2>q+vG9mn=hjN_I}CT4=LqQIsaW4_HFsGa?JR1c2x0Z zKX=k@Q#DcD2yrI$oM8WUmPYySi1qq-`V}rttS)fSA-cM1jSUIGLxohzWAl}jC!YlI zoX)qoG1@$2suQ^l*o#!?V#!nlU^5n8-cqgeYWj5FHaiwAyi=v$s*qyVy@)$EOOG^(!G)oE|898 zug7^kT}S5mgHVRQE`^3TT?HiE_dt!~w6X%lk7=k`jh^o+y!5Bk(dCdJJ+TbmR*!;@ zymM~_O7AWnR>q%gOJ=w$RJ!9lzjyE>fNM;rT4&Ai$ z^1}pyG7k3L9R0h0-XLvBd!i4n^~NKRflO?p+ANtgAg?CfF0FG+knn1O|o#5}T;Do(y-&oT7K z4ERbk3So$Yj%1Pq8GyQVk6Iy-4y0U%0Jso8#&mS%ZA$iN0y=hqak911H}+^;G;{!o z15moZWD(HUllkhD&X7&M#w^`P*-9hf^%$&R+5;X{bOt9^@1LTUP1Q!kiuqxn@$|`; z8o#NG9RI8>*^{={zHqXq-;jEd%d`Bd@#m}F{r4BRyg5g+xNsd?O zPv81!U1vWL(q$|%4iqUoEu8uj21N7`tkjIM{g`C68zq?G0Dl(E-0T3Frjy? zA1|%jwe6acc9RnX?Q6hf5DV``kf%9anu*bmNnDEeZf_TzzW;am^or%;VvGx@C!Uy^ zux9Er95+1fA{M628|J6CYl>+KSeTz-WDutX!5cj=wPZqb#pd>Z?Fxfc+u zWX_IArP6ilforX9fF~kYKQ8trb|7$k;l(QHFxWE#b-%)VdA1>=bDr~wXCD_cx zlJEirZf-AV|20F7Gf_B@gNgUca8z`*r^Q!rA_A5%A%!ez4L*HT-@Z1&pQqi0 zAyqo`?We!IspAkz+|!pk)=f;0Zz==0En2-q51bQ0ZhOiUx)IoGj0nrHnW!J790gjT zCi3&QtLFv@vR&OGi(@JiHgTfB{Jq-A!f(H>#h|kABMbcvS_5Vsr4H`tZ6O`yUcQ9B z7ai8wiqU*AF2joD@dbP_d@6TwjeSfHPK*udBt)?3ZTVuX-Kj#+^c1k0j{7p3MmD!{ zh9!PJVo8`>{d6C?OhN4w(TD;Iw3r&I0`xW?-PDsqj+FJ-(G490Qpz{h8vv1b>xb`6 zOV(FGlwyDFWDkvuUA>D+ee=Jn3R7qD5Qf?(n))b2BNDBIa~j$uL-DlHM2*Gk|q9d|ygE3FORjY?cKd07eFi^2DAgPum z7zoIk(bU5!Fgj+^$xes6zUB87do&a>JkDdfyb-hMJ`;WK^XvcM+>&nijE z5&v8LJ#JY8QE$JjjN6$WG`}V#-JJ&wq*4^ytS%T8X04#Z`q^>$HcFxFQFJyC8IaDSgVi~X(ssLgtxq1;6F7Ii6Ll%_sQk=m#R3-6BNs~uYR!T*op zC$XaIX#f4YEQu;n*IbTQ7qL%EncA$jEP>VJ6L)px%}NRKW^Pi)TshOX%3nXKIe#g0 zFg&*$n=HUxXO`)WB!AgsiO!3JD>BV-2Gb78wgt z13Xuo%}A{l;a^Ig(+g1*LrJLC3xX5rd6&!gi`$C9cccgVDi9zAaM2@fUOaPdTf0zT zE8t1)+ECQ%?Cip|UnBh=xb*kHENOW3&2Lm!;Q?*2nb93@yx|c-y=-zy@cWlljS{jDkdA@-g_&oafu0`PG5BvSn zTi%)GncvpqsG%~zboHh8-9MHXp<-)lhF6(H3yX@jOTAmoUx3q;k(>%6Gj6gA-rd*I zwB(WaG;GolA36E`S!LzdZ`&K8Ka1YKrwXQ5t~;uE{Qk#}fTvu7%DK{wbPHM>OoYnR z@ar=5` z2Pgzh!Je#oW-ueR?P41matg{}4|{+oAO=!+!MkhdvIkNJ~I} zA@?kMKJn8X2@pN0J zN`dRFDM`cwN`G!JcWw&l&Jn_-=MWr;5KLPxHgW7{w%uOnQbz@rZjs28bLQvUN+aMB z0t6LqaZLC1B}lhIEY8H3d0u_v2a~e%UP9EDdjoN=;dHuG&$({(rIZp-U3CV)dpZ%x zEs=iYL%33A{ke<%|A0J>F3rtz{04tt8u-jlBE=Go>E}=@N^YIN>cs5*S8YGO$6E1z z;b=yLw*dhGcf?aQuVQEi3u^}LGBF_g7u8yA!6_?Y7Icw#qE$sOwaTgQpsbD7t#uST zgY5OX8c&TK!LIpKUd}gXy_ApY68wkEn6Oo?Fh+Uou_lZHl%OI16V2|by2(eqxYjjL zm>r!t3V6i*m0rtm?~x2=fB5S7zNX5-)>lR`n3r&1wo86b%G%F|tVxP5gB#FqUGC!_ zqnS{FY1FkuLq08tsG%{%-Z;Mjq@I;gS`MA1*rBD1)75owo(-jaIM3ZIct#@nEhZ)J zDF0cza=-b!x&5p7!aH3w&mDB(%$c|PaLIptb9t9L4_5vKC&!@sYdJoBWUFKyCoaFE z^^R?NJVYF%@Hr7Gzb=%_YMJzCT;d7xQESSfxiRMUEu3N`&EJbIm(TBZ(*7y9{0Muf zblJ5%|McRc;+17#$-VqoDjQre@r?_T&x}V#w-~SAtm{=-hbFaF=0D^sJ=NB^7SlOW zDgLOzFk~&Vu1|mc`01mqE3}u3-uv_g))flOX_;#t;BKy~9_%TK5Gv^|tvw_c@6BWW z;4r4`(v%^Getc~=tm+Ef8M8x;TCLghfIPUbvs<{o)^fNWQFs4Yc;mOx*V!ZZaDFXa zui-3kca(G@)a-dFO;kniW(qu69LbUGUn_W_a6m;5q**c$v|wf`(ZX{hTv%C(olbtK zFYEG#$`t^7*{V2f*t+tY8?g=O3snl$VNf`)iyu+`qe-JDxGvwf6J96abNqFjhj1@1 zt=hWz!KJxqcxMNozKGa*4i^cD8JsIBe?z2^R6Ot?}{ zBF#7iQK{KFq4*7JbbEt~O(JqgLFzl8E=DFQ!n!^U?2~~r%-QBL*R``@1C%BtUosEX z*Y|O&WdMz~__1a{Nd4ELtmy3QP(`~~{PmDA3N)T*^BhB>rrKDxPS5q7aNdsSg$G}E zEZ?$m!VM3O<%yt(((zNS7_qlQ@ll={piv4{;h}KS6u%J7oI48F<{yycsudo(L zt``p3apsvG`g=bAo_pm-R^@2>zq#=@0-?J9rW}7M>Z*M>vT&a>zA33DdiwWAhi3AN za(6sq*>w>y1A{t=s^0HKX`5Cz>_OaQkY*%DrFBP*NL-7;R%5sv4$^Gm#hbz&DE{P}|00_%zN(gS5HAv-aRoZC@8zx%p1VpQa>hQ2Dk0C8q0$llAyokt8Pv~hk4 z-tQRc`J|`_V3l=tpWD0jPTeor3ES1T=%=S{XZuEg-tdJoLhaoHWrD?q7$HiID4$Q0$9K}J*I%>%4J%j5~rXS(EpCC-lR-SS9H zGpiAtB8~brseP#Sy#0yg&ylXo_|zUPHFd)ZUN2oa#eluzrA?Bl#pN#3n-S4a&Wc6^ z)2(;Rl>?WjpCys{$q>_*#n+WTm%Y2nY>I9W>yE2|A35m@FUGce4*5<;05Xb0wi8cA zE7r>(q4l2E7^}3XnN}2Q-9*8OD9zYGI;uCyH@#H=a6SAdC)455feLYd>{;sJhNyk9 z8Ra+57{0QEEf0aM=h>8FpzLAe2r>Fd+Aenffy(M+kh0V7tCJ_=SBza3A{bN*^NrHs zuvPX2Er7x!=z$R;Ry!{nb!Y_bG?tp7kpX0I? z42aHXv|RX6I=q9|z~~O0W0^P-H09bPp!iFl#|P4TZ29BODk$5)8jr_}=|*a5nHt>5 zq2yqrg7s%obB2I&jnf=@XoR+2D+NomtcE{aYP$7@Zpge}1l;75Uf#k?C~5K*coVyD zZ*XZIg$37b|H!u(uY0UJ^pOHl*50nHDDJrvB{UQhZ&%7B*ln(@G(MQEl*ktYPN|J) zUm&`j2x;XLx(3s{IL5*<9Oa<8?f?qKlO=i(01_$ z<%^x??HQAj|Nd6iZbx&JJ#v`|^OHW8xE0ilW|-va+K&%9o!QS~zs=ETm49L$KeGe2 zH9d9;SFXJ4mMivKaDtwO&_OQr@N_@dRVlM|+p?Lt3Jypf^Yfefc;xZdo-FPd%KW7&cf9pgKvkT(j;00geMzTgup|d$ zqo=Dbjv}NH#a*pBa0@dJ2ylia|1BGH{%xioU}U<6N_kGcazF7kQpdw3oN)>iH~OZH zuVc_&XYXzXnmDL+y(;d}&46$|z)zak35e#bz@8T)0*acdv`*xV;9&c+9$3i-*cur; za}>%PbXIZ0EK}5Dmr6z>KqH`lrBuAp4GyrswoEJGEMlm$OT}@vpy2Zr;ZSfyE{s0D z)|FfQg$XSK1uQx~^gsRFjCQiTpNJ59cbS%aXk6f|mn zDdD_ad&ZtpVuvo%n)sd<(y}s0Fdql^>?A(~kWfddcIpBkf^`kDN^iu}E{P-YT{@ zp#ht~T*1xd*JuHPRe7XLBW##>;hPCw0`b&xvIwVFDu28T83-ZYSwAoF*z0wsIoeSU zLm*xVck3vS#arpx9tZMw=P(`Ic^$l`5>fcr%IfWmT)DWGT!>2~ZwM0usB1FiZ8mA8 zi!)8%6Kcu)poF>r@m9=)zHA>POGTo5CSc+lEHGt)$f31bqXzmGv@4Hx&!9jzF z)aAmw`{uFk6B2pn`)7?m;qKqVWOv%L;e8F*@4S+#v$g%7AMV~|KRdtwd#<_j*Zljx zzlvT(((r^#dmgp!a1uyxOhsyh>1ev(mPLJ6OC{@YC#21vIDR#8&p^{98Xw7&G2s zh4Y;=e3gkx=rXM>ILDu)v41V5q(;~C5|t|HSy?c%KDOmmFAx`V`)0no&iwT~vnXdl zMG(?6>+t4vikn{Hhzz=@BKa-uL!_bVeZD6_k$|yulo-F{h=`8lt89jz6b+W}Vs#cn z@T5}12aARbA;R=vww_C*SxHEJMfB8zO}Q90Swj2Jf>WkG(;^$NuD}_bfk?%6o}^Jm z)@UAm_e+gedTS*yJ0{Q5^!T&#U3byT%i41aM?fO|$JQ1XM+-yqw%W0Op|Z;kJ;@O< zCo={K@v?9Oh)TAlu}t(ABQPkzh?OcF9mIsVHyp1R91C5rHnt0nvw)useROXTvAlW5 zsZ0>kC39_FpLW_qQB1|qculN4;-h~Vt^$2Vd7f=$J)FxeZMfH50FdX8eT|?B@mkZS zc{l*NuA5xlAn;@sU2~M=QN`tE31qmC@sUo=?=djz1H}hQYnCAL}2Z$xVf9J z>n)C=ux1DjY>E=IAvIrQTHvC+zL@mE79gg*n{=>cdZy5q*p}cxHxlnq;^=x0SD3$6 zu7Kr;s1;Hz{Km3~+f!yNR^#{Lz=qR(V-gFYLjLv^(0ftO%L&y3zD;HNqdUl^UF;dz z#X+T_7Ml>wawfyCC^Ch)GNP&dxpwgV?!(7Fb&mHH19^5eEI{(#alT!||WWUu25m)Yn*v=qO`K68b(^ z=NI8<^aNa%m0gQidN@4y>Us(-<9^2)qE| zl|MTbqc=@iGsef6Y2FkDNagbU8Duwsy7=SMM z>Hr#j_;m0wE3Mk9IYKQGN+D%{?wKyxuv@qAG}o=}U|BfBrc_j|3aPF%iVP& z`B>r&7qxJ^KngR?%($A{5?8VSOp~NfL|=F2OiddZ3@+t)X%T^f?xEU*TvXz$u^^lA z3lI!XJGGZ@%XN754;FwUU1C$k(YkRBnLTSk0sbxelo@o1V} zUZkhyRIAL3Y7wh>513U}8pT?SL|I>{`5~R#n5OLGG|MNpLFA5Q^ z;`J8x^Ju&lzTLDoAq_0e9z1o<;vl3^UYDqMhwn7YvnNJ-qiW}efM-ZlcJ%;Rnd_+;=>&XtGf-`U_U zQ*GzxuW7d(J~43JGuq(el#~Gbvei+?quyL348fFPhS-dP#^?M{0VAg_63q*O7P_aJ zmk#ENg@y&zQx0)GymkAHGOmEWq6q8J3N~H573Us|W#+W_Zu*k_e_%>F85!KFGp(4JOgMIdzw#Io zxyg4;uMri8lAu5juxRHlIY=xs)U@}I6IFUki z{fvs27MNyDM^HjqcCGb88i-BC#-xQ&Rbz)qP|tu?EJJ{K_fs&~GQGuuPfabE-WiA| zj#2YuX-ESiZ4l{H#Ge$vaCC4SNNXOuN+Hfm5)E20XOd9S>+raJD+7|`;FVGM!+kYH z(eDgC5FOnWpN&c~DW?R6ODUxm`1EP{LxdPK8r73iweH@aisyAM{O&l^U&T`JMx{Mr zdC{6LLW3CBO^MUIpUWN`8H+!!>mI8BCMt`S#r3r0)QOpd`R9+PVNcPtBRTQ!Zh^E# z7*TsqfnlElzx_U?d(?iY`EQ=g6C15M+X@V(a#DCT{#rKrWxyx$n&X(2bk{yw06>5Y zrBkWZ*Hyz~nBayoCqnNU-njJSKM>VWr==VmsQ8(n>Cyj7>6)I6P&O^4eLCm$%7H2g z9~UHxTqxp~GWhDVIAOCB@Wt6Ti#f<@qxvk!^1JE8L4o>Xx^6s{4ydBSCoFs-zQ`Xm z)cI7CRrIAEz+QnzG%Jl8-3I6~?w0~q;xh2smcMSRLgIR!PnqZc$KwfwWP88)?q1Hn zrpO!G%|b=F2B~ad*rn1LD)EX&PZ=y#3S@nj*z!asV&4dE zN6~+T8;p|jDJ3}2s=ib$lv$=_hGiyPk^Ppz&VE1Hq1tJD@-RAq+4+|ig@SC<&FL}` z#^~BB2ec4~04oi+LM+q{Ue+W8j*PA_&RVqaW@a(m`o2S)f=7UqRBm%JxcW1yJdZNL zq(5e*k$~`BvGE6Sq-1Ll-D33e+9tTSi%HB>j0p%mXWBI5vqu7mN9jU;kwC9Qrk;T8 zKfCV(0*8j$gv(i-hzlqR9IYdo?Dm9#zkeV(GkIO5CN8ge)>nMfw5a-T?Hp=p-sX7c ze?+!UpSu0kJuLaW?tgfC(zr+X*vI0|{Pge7yyowla>BIDpMu=a2f2eijPiDL7r#G# z`t#-6%28ZK;J?}GWBy#d8wmHnpbWc`L^nr{vYPL5v;CS{J`X13Z>l#_b)*+sUIi9( zc+Wgs!v%WUSZ(>K=~lOzje=Ak+JXt~{9DOs+1&yMQxAH-mGwt_f2TpDB~Ye5;s~c( zv!i_B0m8{G_mP5>l$no*a``{5AN4G6h4+nCa_ZW^gMs%1W9%|dW3HTn3q>rmT4V0@ z$^eQ@tc%@QX-JEh`@*mGKbU(aAKMNzXk8CS?Og$8H5DQ?x+jtxDg~c7Ary6WCe?_r zctt`gC1)1K&<0f=i>8u&lfJTylY}oAu4Q!#c;=_YTeeWCm>`DNSKD}$-FK=B4AdSg zh(|YTfHeaIFg7Nw+Uow=s!0jfIF&VZ{Oi@JV#7mNTJ{e0m+bN-1X&6P#_DTZhoLtib}43Fs3^LX_7B+)dM)*T8$S)DtA*zmy?vdGb9?j(@HrooXM#O%A zo2{?AMsFI~?M8L<_Lcjqu9DvZ&amW~bwSSy>J)mVM1bMS)^k#3+q#1bErVUlTX$fk z-0jz?tmfxC&mZiFwnsctNB zE|itNf4yzSEZ3tWLf9(>^y~2x^n%9CZ4eayg^GmI4V5|Z(Ni&?cpkozhV>hlvV@Bt#8Ql|R#es;wedXS;x#!3PUy^T;M_C0g3`@iPgI8h?Z_rXv40WGRP z-@p5JFX-|JcXvYfTE8V>UOhdht;N>Q9sMV;UV~gW_D*(}VCEMcxc5FSWv?&~B`T~) zMIn|wlb^%Z?myJd^8-w__D%Kp-VW7$FeC9+y9536NR}A%YGey<)udb_{KNMV|HKe! zVQYJM`K=W$$crJ39Y9W7wJrQ;_khT?zxyo(hKdp*C*BfXZ2MUslfc2Q)I+Gk8;0Qp z@|b5L3klUnv&&ydRXZDd_eR-b@)+2KCZQpEoI0kH4uS?}QHGp25x^a@EFYB!Ny+2} z&)x1w2H+WRANGhzLh8&Syvx`N+GzTA3^&a`9F=V`0aep9&R_wC$uL0wbo&o_UKH16 zEle$$U_C`-j@VRdDuAFG$2gsR$WN-6_Le8%%qyuZ;DohND+34JG4UC$;c~d_czg$u zd(E@kz}F7R9c6fb8CCzL2#gwuXJAi)dVq~V61M@3oW=JwKQVIv*Tkf+#gonAU9=&t zeaxo5i{0`EUe&vFBJ@?ajW|^n)5xsTi_*wH+B0@#vYclt@AA7hs0gHmJ<;cJ>}M9t zdJ-T#eA-pzds&%h+Mqr;2XOm`1lA_btjd4m&u1vf-< zCumc9XwuH(N4qLoY!lG;eJhb94+Jlx+mv}7m!dy0Q3v+rq`+zobS>PtZ6H(f2nkYI zKY^k3pmnVDl=Topbn5F=LY~R~r;eqhlu&&(Q4cKhGo6x1>_MswBQT`uJSKmHsVcWX z3-v2YjO2e|k|ng$WtXnfWcw*@GRSa3OyqafIUCHT${vk~F^Fr}e!k<`f4bV)(# z{OP3Vm50qh`s^DVi3*nZMPW6V{-dreG(gKPIM9tqy#V32Z;3 zqO)H6t@zFV-o5z`*CPgpxPU_JK6d9S8@ZwF&7!+Gn6(3ngHg`J>3~cwSwkad~t^KGd+Klt<{^si?Q@ zw}mYSXa4&7bBODIDHNy#$Qqa7+x_$IYaPIuqZszL^Ej4r8exCa3UWt@L1NdQ$d2*p`E(2^JZTV1uUW5)R z3plP~M!Ehtend^)wsv#1T<1rDq7lnNV-i-7v{8*2$*A*fd>it*ix+z#4LGkJslmj= z5TrkoXs3jznIXHkpX4mU;g;-{PKFITxA=rD5#;83u`#Mc855D4fB=p88`yqtE)jRH zpKHpIQ+kDlvU7)_|4orDswIZr zq<^)n6g{LM)JaUk=tioPmvVUXs!53^d1C6f8c)IM)RABK;>O%)b1G5~RRH0{w2?~X zXnFgvp^&5D8y9TnOBQ$833JsimF!J_ulG($&4ni*BdN7{BK?^%z9TZ61E^`{_CTmoIjMq9#Qb7G1Vo5qB~oQTXe7UMxlF*p1lp0leL>4 zVGqxxF%@2Ge9p*jJ(NIeHcW(^or%(KDwiIE5`FewAdt~Wu{BX@UFFfIT0La0vZtPZ z%4HSw=bmP4EczQIjonuLHcrPz%nvJ0LZW{&52vkO8`x%c-?riSx<&#~>wsJ%5RXOaq z?(>|N!&P6#!}`hxUBiw+Dm?Qjzrdt-0-V1v|p&RjUW)RGbRm>wr}X?*gfK ze-wSJ+|s~E(goB>botro3a5~>CKQ7oDz<1Po*{?SelFzd(m}&}7!a0i*NNTCPtEO5 z?Tp?8XHsI@)z@4mT2iwwMIWGp=WA>|a0R^YVnW8k{a-qDnJW}Shs68ec30KSCc;`_ zln@OJIq^)w7;1}vp#zX1^0iYq;(JN7I4{J|m)~O1>u^iUoLL{FAqkYpm}$J8Y2k_2 z1D3cw!MI*agDZjyEaJF}d9QIwRA5Rd8J}gU@OzC+83hWc=)`pt-($pZ1SN^Bng1p( z2X7CzlwaxD1i2&Us^Q^s)8g4*$;E(bV3qs$|;CGYXig zx@qv|;~rJZP@zc^rSKS%dgK=+Dt2;R5TU_9eR$xvQ@;g5i5U|qpr7n;b)hodO)5oE zW<1rnc`~Cf++*_*E9F{>H2ff(cC0xxt6n~f6-F$I#D7TOhsiK3GNBXw38926FQ$GE zbh-ySfuR3Y6&DM)SKuBqLjyW@U%&~H-B49y)Pi{+Z3#;ZO48mkWfD4xN7W`g`N*_~ zS)$9UI*V3sNs|ot-E-KTFCUp9Ry<<_?z~iWrG>-bA;KE!XfaDs!9+Bn$kiVH!l)oEo*W$>vlE}( z5I!nXAZn4l#spkTC7yQd;DoS*oLZw47T=AHtTaJBs+J~H% zO62hkDmrCDb1D?@2DN>bhE^hXbIhEu&KGQYW;ZKnT_E{uYLe5bUy~}FK;Z68t0U0v zzpESnIB94e>T+(3=9Vlw_MFldn`;6d=vfR;3ihN42eaa7`%$?{ zQ*6t_oP^_Qhn#y?Z&Ki+1aI=DQQc3TdV^7*IJUuw#A`*2{TE|R4$Qp{ z`d>M&E%{H5pKi+L9R`oa*SDvfQ`U?gkmdHhTlqiR=f&j00=G$*)aHjTFT)6lWVycc z6>#NF3U(z7mNV9Sjz4DhhSWwxBm;9w8FYd7O1N(1xCu0|O1$ zd$#+bVK5`FS<0(+(ZMn7NhP0Gba2fa%R-4ukJ_r;+NKVe8AaiZGGjEBw|Bl2ZWg?p zGz&Qc%9-qyH6Z&mhEWRaG4#nZ6s0WVw)f~DHb0+Os;0jtGGgmV1>iO85HpXZcB%C> z28^Gknu082^!jL2v1+~J-L|oi)3&DyPFG!t^`-S2r7v2@*!Fl&Hol2VhL&QtByN-( zNYG8_TDN|N#&%tIoCmG45XLZ-9+TbU8`UUa*(p??K+$0_F`+iaZ^m6nmpy=AC82&! zBZJp!S+Cty#=PHL!*%!d&F1183vRswcWujtM+gx;q4l!8_)M){k?V%b!`Ol4uLTJX zOJH+L*9vmEq%n9jDK$}xmB>qW(?q5%Hh-BkLot>*k&(3qP`SMx7jpxkmh<-nXk|^(XgDcosTlbrQh|GU z8C%@VrG`zDVt@!c3#EubKn%q{ydQ!1uECbvPGWdJeu`rM65+E((O~MB%m{Ek^YC~@ z7Zd){DzFH+{=A;>5`~pOUrD<}134b(C?xN=^5NgVqa+BHF&J~!LgHQw@Jrg?f7G%T zofN0)h+at{6b8{z%|T<@Y^2_}xqF_VXCP2=do!4h#u_56g)cDY7DKz5B>;`M-)BZR(JH`kCzQn9QSi zf6znk&hI8<8|xR@KRbO-QT(#;gK}G0-UfNB!mL)yeZBwm=mqlc9#+Ph<>|%JXYA@q zpwau9S6?T;`F#%i5%BTF8Wr({TV}({x5K|{2PS{ae9U-MMrb${HGWsYT|H>zZ_nr6 zVsosFmbtimD1Lu>qhH@=2C*$X+&$;C6_`*?3ai>y3t+$kTE0SewH^eCzr=qAn`K{J^1v z6$=}&>UW?GzBiAzzkKEb{hKP~Jt)56`-QJkfQql-xQr1w)Rn)pCy?T6^F;lD1FDNs zUhm1&RU0`Rv{#o%A|3CvwRU4_4J!uq)RT+{?h4{4)?8v8TEw0Qu2IkwCoIwz`6e+i zAW!+C{LH`glUA4?{9>vU_m_<7T9C_*GRt^mCKM$(v9mGu*xtLZ&z7FDZ^2XAJfw1h zB~Dth{@^eM;Jidg74L;g+mV7gjG?boEWNd-==(qqlZ9?wzc|^o{)5U5`d)6=2lokJ zAK>8-e0WtRiIV)gH=#PwC0jz$86_(ZV(kPRy)z46=ts~dj^KMzG>w^&MRUqle%dV8 z7@a}h53VfQbnk}qENUC}eUCP#ra{ozb0E7oFxx&%ERKlq1Xk4X&@r(HlJ}aQck~l~ z!*Fi#x{rDUL(oARbMPB4p+y<&`1`)yhP66JAuf<|sK#N3OsCiqzi#sKBHkE^>~lg1 z-$eHP^0}?WG>o%G$Vx3ygPF^axw4Ow}UMdWfWXwjT(;ia9jm%%j(} z995NQ7f>zy1sLl?B8;ia<_}=457PRtFEX4HK7< z*UL)5vg9L z`72@nE}4&UgZWGoLRw#qBb5!ED3co{bxBg@e;CD6i&0lzC_;5lD!M=EXSAWid11oP zk7j!9eNJNb#b4Hk*dyg~C&p!Z2mPJFT5yb*^v~yg0v2ujmaY6RJ~39vhD6w@KYONR zpWM!g@9fdHw`>1r)$m@Ks{KG-lz2d!lqHjn$qa*OC`fpuN={S_=D9F(gPQXQc& zWs{>|mgot#HVW-$q*R!Gu7CP=rCS*2@2D2~WCE-BU+fJy@C&u48k6dn#O6pAd$ zP^G3dMZ@DBGCzL>y`Qe~njWYoW+cXR#^;Q^U!IE5u&kG(o~u`@EXdP+^-@AF8wN{`D?)T z?}p6h)uYENLNc$7v94k4@%>8nmh=LzW^j=JJFYq>k_O)t?}SwJ0M~u009lM(NP1av z^1M(QTf~SF-Lhg_S!z^og#o75RzaBJ6sM!I@C0V&bB1PfsP$9TT5y?7N$cHw2};=J z68XkS<5NeWw_AGmQn=9$?a<^Beou=&5DupAV^-7QO-N=>;&tCYI@o=BY&uLSyCD>$ z+qjNuqPL3)Dxw_>BoYSZua!|;-xzjU1LYBneV&6`5pvKWtc(n2hgV~%iVh{$mB!^; zbVUlRt;j`DViiG%9uOfJ9K>W4u0PPXJdmINmr3yWe8ASGv9}y2mkEi3JbU~m-3X_E z)l-(qD1yA_d`{qx>}FHG9-{jKRt&Z9BETj0?v*^gNLkcNsaKKntn*SzWx8tQ1&)z6 zly3+R#KwVY{>K{GRr_ZJ%}m?k z_0>o$ha#V^q7anIBZMEULnV~W=c*&dzIam({PQN@x$X5q3YP0QG?DKK&;>0aguac$ z`6}^dSsJU&Hc4VCr`FPIv%UYDa^p{jd6WN#IpOhy+V1Oxq;hHA(|1i@#m_#3{r#!_ z_*`!(Z07U7n$sU2-rFCY=Doe4Hb4F2myJP6)z|IRF^+4AbJ&@SW8dl*=9iNOKGoc3x=`6lZiPICO9D7D7dMYjAP}eksp)sIfI7EPt zn%0Vn@dX7Zn0%?dG2NRiAgiy?WSQ}i(Z%$4ph)9qyIw-cpvW>B%DzYTEO|=7iGx{U zHg|X@8XarTM7lI>Dl@>UZIgi*)aE_c`_=DsTPeOVLOmoc>GWK$F8X?SWUrt7=9e{B z{LOd8FbC&@jIY^=i*BdvzMhz8P$xeW(nfjoosVwN{z9bls)n2%4@-72yCW+op0*+e zjWk4hMmFhwF#dnoIt#C+H( zASfUpsepip_3XZX&wb8wo^zl52Rq;I_w%{l*Xw;3bg-|C5#i(=t0H93c_QnnC4A1T_gCp7~jl4#9g!T8dYWgotr5 zI>=Q?`JzK}vi!<7J4%n`70Xi6xr!KXaB9&T1b+~l!PLbhRr9hyD>Iv%Qo%BnYfZT? zy6bdNiPVwxG+h3Q8Vny>FAUcs6nkMcg&B!2?{3zq>9%k~=G+6vsc5E!oU&3VYhUp?Sfr~Gb z9mG8mPJACiw!b*TCH{a(unmB$x9CVtpmtg=9%OtU=mI z9qkdv)t1}!K~Zy~D8QMX`Nb{8l~I35Rb0cQJWw;SxW>pK*V#^DeP6%6jXa$8$Yz+WCH(th~C;mO1yC9smK+WAkcs1Z}skh*q~ z*^|UP(o2-L?c_)8 zlB8bDVC2{qCo_dItZbvNDKesl*AB;{rt!De3r-G{EViOMm~s`ceqqIGd?D%5Jn=IH zIlq#vn!g{a6yKLwBL9Nx->tMM5mHMB0(rT^m_*v1cRPyN+8RPg!zDfswD_$=zO5B| zQ5(yL|3j6c+dL!P#AvkxEl*0O%~u>}-@xtQLu}W>IaNpa{k3;2qaCZ;1+LpIktY=s z1t)hrn3MNDjcrvpU_po-L}A5nviL`}Gp)d)fy;I_Dyjbgp91kYpHMab@5>=dC2=~! zPD%VEHDXnm_gDR==aeKG-hZ_3Yf8#PY5{Zqrau-$ni<(Uvp!Uz%v+#facfdpp@!x1T~b$gqXcWXB^m&f5_J9?(!QC+1O?>r;o-4* z{V)E#n>7A*^j$6?|4iG*r>MREy56(??fllS-d~nDA&*3?9%-H6iGLFxz!Gp_;*ZFj znOKJSwAmujW)+{qS?OoR;dd{nBTxGrl}o8YN`r~U01<=Yiw@~!)qc~@a?wMRNd@R2 z19c$28L7)0NRNz+Myn5g9#p3;tP0)N)Z@UD;!jxz8K_yb-4$|163S04Qq$;1V6un@ z$h*i;??@h$YxG`;I$de{eieTK<8n2K336r8a`C8+Ckthi)hVNyi~_eRg%Z|F1O6P4 zkMYWmi*Y0~26o;JL>mkYO>z_vmaeeA%oZ8{%via`lp2+u?2f(bUi|#}ev@=p6R^k?-}rxORn7kBi$~ z!xPR}B2v!B%1hgsh3J+h8eJxOGo`5fCbH2KP&RP@(!_~+Lwpe8r&*}VFT?-4w>Rxh zAC$QlRD}d`(h7EBSKA_M8_`(kjz;kP-+$E zk;is*i7jb8DMvDtjqpMekRi-|69LzkCmVGo?GzT(yIfYwCBsO)HSv((%ywKvFdMg; zqX7!{+xA3;{rmT;v489gb#pO(|0&r&hJSyoWK_aV8TE@L{3|^xJ~xjFe(>Ae$U8+h z=vd`Gn|bFj-u89_@60tot8DIHL6|8ZA8;1j5TIo#X*y2I!lfAUtL&j%6-4$`?3ShT zuZV~ItaC|ZY;Vq8mrh-b{X3dHUBWjO+$*Jf4}N_)6(YzuvwYyvxq5r)Q)~N6b*O?f ztr+bw8BxBhFdc>`L@v`2;3xvJU^VUj)h=qhE*dYOf3%In^L|tlN8^v8MLysU6zkn! zDWxS)GgQe#Bnb{7Ge(87bogL+t^hENYKa)W(y>y!A>O_KVGY$6LIb_VoXzVff`(I! zM=Q(Hzyh;`nmAw~pFfVbOD+MaR!QZFjuy8USEwoBOHu5u=wBbKoKIn_zQab|JdEx$ z7ZEYIN>cz(u!9*oH|b4*Zm4(Bf}6po0#TvMA|^(WNluIhB*m zL$aBaQ3HOq=SRj`pn@OD6v^6jA+lFqD}G%srl}cOtSCN$Zr`-{IvbKxQbdH2o84q) z+A+r1OscUtl*WVg zLSS1QOyKhI_V$YL;kuAc{6$tFogu7{>&-hFav#`7?bsEhUEFv2iF|x)swtLJSg{iY zxC_U>UAuD8qG9X|g6Va~j!;x9@$?=xVC!50Qr(zTA2ILNF0;JxGnm(<2QV1>X+xaf z3@tlcfQQPQBCX-Dd|o378Af=GNqi~39o(!)!$n>8e1PB;b_gUdsG_vG;#e1rZ%Ryu zf3=s3A7rpBq(#q=qFBa-58*3&NkDy?DQmSAuUKe!CSDp$lipKY8G$HM>>A_4nj4e( z!*yN1M(PV&W~4tOTJTvJv5!#>52z8MY#|;f7VO>JMXDQIR`kF8*%Diemu=C9wvdhf zGa@p0ih*P3%%Jqz62Yj|P3l33W}}Xazde;@TY&#ulk3{?6MFwi8?4p8ipTjsPXpi| za2X2ycgMA)-@o>J3o!exD9Thd_v>5#C#;aC*zsCy>ua3vsCjn%=Z7lGpTn|bqa29&^vx(j1YqZ`iM=K~+m*_7D%ZT$ybmT&f7r?V zq3-(qi#1WUNC>4rY=GOQM@U4~;B32l`-qUp_6Os8`si$`8~1fpwlE6OjRH2A=I(3! z50=TadaW|9=VqR?4bHr!zW51UHy!~3gQ8>A)enf-f8Qw%NKr`97yE21jt{7ubY(CS zUmI|(^WkR;b^$c+>nWHxMHuHK_34l+V)&O&2N3Y{Rg%w|q=Bl5qtp~V0zD#^Ch%;& zF$c;PeQ_DlB|?S*9b*n6d%Q6SuHV#lcSUj^RcZMArwyj@0ZSJCAlSx_E18k~c}88W zG0VTV_ZVi5xd~qd!9N`xcF~9HM5;b}j5e??+<){wnJGiS%l;nmr?|QL2Vk`Po}oHL zw)$?Anjafrmy<94k)g1SE)#wl-zV-BOwH0{gCHEs`aL}8nnenL_QD8f! zrHrUDKE)vn7PX!Mvz!pcB~f%TbY$`e1f4`SDqmG_n+Du-<_K%XLs6?}YZx(jTn{>N zuf7}v@-%3rI02Yx0&<3^(X&FtY^J=-{IcQ`xZwRmmi?qE{kP`ub}>Rg@<{qlbMRZD z?HwwV9@UfI=W>5u#{Q&tIwDx+W)ns!^H(R;J>pOg4X0a4eaBdkuzOxmA^vZYrK#?D zO1X8kpu`4U5ql^8b91QbZu|n>z)8~y;QOlI`3bgU{;?|y04-Z&teu#yEh;jj=<2~I zYD!8lJUmB~5srwYDauDJjYPK=E3UaVRTIFg3tgEFz{%WX>lRwVoFXAy;e%tf^IQRl zn?kwYaU)u!GFC(|J=2!h3K9Lwt3)3@KDN$sjd$2skL#%A3mM`e5MVoVBHAQWw5xqa zoa|W!5kZqqNe2E}eR({>F_*8c*ZZyuKpX3m2;-O)QHxp{Bn5CsQoZUE^Cv%I7@(sr zGkqf%|5=ShnZL*D)P>~%*W>#1L)_+7I|9-@O|(R>HmpS7Rcm%d7WY#svKLyXjde=&IG*(lD3c#b{M}@JzV@;tCV3sFZ^cA zzJ}f*!`MZ22*wqO>`Y(Cbema@fl2~Oka)2Z_NKVHjfDI|Vu$}6q>RR>lpj`Kg#WRB zPL4je`g>*&Fi6BGNc8gGpC3H=Ug6MxbKmt|gz%*G%H3{9RFvVO8D>57OBv_{&iRaBOP+hxll z%W8>&#cch75nVu1YK18s$us;l(S^9#BYXl$#LPg$rO(MN9wY_pw?N|wBoHaH9OO5+ z-V0wa)T_>rDmV8fDU&dL+ryMv;JODK)eB%~4r;ayg|0a@Qm9v?y>;=sbhfzCO=TZI`Jc0pue zMU4XN8WgJ_BE1%j)AbG?%)Cnec!o%*>8DSvAlRgQ;83@I`&0wT0j2*s(J;a z7{EZ9pp_UOl@Ax@n&uFZ)zdG!q)!4Mk}Q2^3Zh&ZxHza~7=P2#*0=Puv<@uP2?7P$ z$!<>&Ma||NZWjc!ou$jkVKi)(^$+h6G0Lv&f()Ewmq2XUIs2Noa9m1oig8RjO%p6d z@~0%dvz^eBFaUpSkHH@ZJ|9G6%N+z=b?ag|348it9W<`@mOL2=Z1v@LiS#VNVp9xghun9;pxIJ%{D0dt)l9x9Vp#!3RV2$S|$6J6lzkwWr~iV*J!hqU3|*EV2%9=QXJhMvZkER-Q4m4j}g-e>3Gk)rK8&j7?~%pfF$)Mnv)daFjC7gjm5L4asowAlSt z4Puj{fub-3U8(W+LkrBnsmhBF37yB7(qM#)i_f~TEHp{!O}efVh8#;syJ>mr+Fnzq z=ZH`D%+`N0G@M0{?+?X|dWci9s*APN;R+jx?)ei){%759n!joL*SC@w_B-7AeI3Ql zR?|bH`$yBNXCl$RdrV&c{Pb@K8H&3M-CQj{edxDpXe{LG{VVYMr^=g$qtnqiguMWN zy(NoM=v5CcCyOQR?fi}VawoY=f3@L2t%ZO(+y0J6WHp|i_H;?e2+_zeTAi z%Js!p3#ww=vydJyZ3!7}jmR-#kd;OScpW9EJP$r6Sm4Z03l&IVO=R|Q3IB!~;N`%} zwgqHHc{L~kbg><$Qd?6)Vejaxlz`(&53>vI|4z(a2JWwgc1!sHd2m%|>dHQoR4B`Q zXoYhu1rj5Z*d#3#rKCddj?S%H?`{Q>45*A$vc#zp*mlbY*P|9w!sWq)sg+%DJbnlN;V~84kpm4q z!&Gj@Gyx(8Ht&?Q@*KYFEIJ=mB@dP6%pO{DbQ1U$3Xy@h4_;kcT($v zs7xYKoeH=?Ze}FC0LZ066*_nh@K|&ZpVB0YFZM{!PC|?*?u+iJ5WISF_aL&$>-_3_ zMLsx*A^FKbr`Q&M6w*6NK6SKQlPvWat?=^(1YwJ8x>?+w1SRrNsNE!;C;OEcHBGcy zWprT0f$b4NP)#`sF@?DkT)V3F8J#Zx->cTR zq@g1~%U>V)320Y0J7q*MR-?d|6-*`;#&9KijSEr%@)MpwecN21zBr2GnL5puq2S(r zLcZ*t_4y$xz>uujZzMHW&ZlpnMo10b7rn_(t`i3lhXocryAu?Dv1RMV;lv4MXYt9w zO+)hyCUZ4*w!=p8J1$cWx9M_`W%?1`^u_^8Py)SAyFZlf(L?5C&0b_aE&w+vq!Myd zlV@qvN8B$FKo{L$jL9%dJdLG;sB_t=aFsMRnqYCZUu9mKhUQF@+d~D}Enl@;tGKJv zshN_CH-E+tHLJslt0w6)tj5Kr5{TO*v$B~MB~4L=(Xe&VW2eZ)xT-TfsZK?6&9(A- z=#e{X#-Vx96^s5muZP!nHuY|w{{&w6Zpr^Ap7?h-*_!B!#+SGX+gDSM2XH)c|IdTG z3h-;yPLD0=GDgdwlFp3^r8`0MP7jIWyX*H>Ps{p1sLdwp;h6icq?oFbUW=R*M^NE6 zS!<8YKl%3?7q8*ai@QSed=@zry#4E{+46LK$gSW;?h789abESTYk)^~QH%7ewQIM{ z8|A#7x5;jf_h!G2jrL6@EZ#V_F7MRdb5rvCV>xmi94e_LB}R zp)n@#@+i@s`nzC4M}fYyH{eBu?G5o}F05Te1;`y)*u__HzJZ49c1s!3Y@UfW@l? zm&r*QhvZ%uJlt73f(~G!$Mp=SQ#S$i zK*6gJa7+MM#k^%@e6f=YR)Z{7Ls!hqr?;t_Xi5B6qU`^#)bhI8-O+!elGhLj8cp6b-L`=`!fYYkB za!8q}g+4YE!%n?(Za&#Sqx@BA#@!`D$BLuv$SX@q4I#T)M58o>r;ndQ!?YvVrn4GQ zOK_lJem_+@-Qe|%)3X$;<4Gi9M|s@Tk|C8;G1Wm~HH>C@!0O!#pC}BcgTx9%!c8NF zsbsfjsObU6xAnzErv-e1TfW&V)nOfeE+JxX6$KT7UK5{F0%fV921z*^x|jmRCI@{d zUl%r)R}>r|d@xaqhwGhcw?H~{h=XxOu*)aq)HeC?4NeBeS5zmPbuU$ODjR=Q=D5Nz zXS{M=B0z=fwvSb2aBGiU8lD-2o9mgsLhLmZI;}qIw=D@C&%5f9X_r!)60m&eo#xo%I6Zhf`>z`O>TDHjneJDpe`F$@e;1sJA<=RjsS5JE#Cd8ScIR z{)Q8L^!iUS)$KajEpNk?*D&Qrfp(nrBRzf6*xxtvXVZ6{(s#qTYTfR`SI;*`m4B!E z|2`-#3b|Pq%kp^g=W4lc{`$T|liC{J%P$F2uMf7*IzRnIGOB)9w~k?p{{7C}v)y{V zMCZ{yoh2^c{nzER$m=Or(68NZ{WqK}X@90I9lo^8AAc}pIxFNy$pqM^)1`E%#ITkP zNZQ2EdV1ZlMf#oAxTgm^W~n_}bN|8=8DJ8^rDwT)qpu)J8@j1kBxgm!62fMAwU$2W z@(nhnB)gyS6AX5az{|w=(x=KoEcq;(edI@a|N$_~||V0EK-4&fPz}d80Xa zO5+4@m}KzKxzimLyyJyUY@i|SIK3mWY$RzIEi|E4aNzu0g+9+5Sza9hr{E`{2uLLQ z$g!hY�P@22L`BXT78+iCE<0l}X@!bC+FQD$uvXj$x5rLFQDVF>ACcenV~}Lc8rR3qoa10Y z#TyR%6D>;O{!zCu3Hw_WJb^ZIn1?^_`|(C~2Ga4CCbO0C<5E0y4LfVgK1XCmsPaV! z+ZcIrohY_2b%?s!d*x}N9wdd^z4W0~^!881j$Z9Zb7-ox%FJ|d1kb#IP3x`7AbOV7 zki%xv#lsws_DTYjQdZlmdtvyRo?EL=@%=+WRf_C|7G3$#BPa(!zbR^O$**|ns@qF^ z&q$3!N}`h$iR9wtN80fd1s|k3K1n?4*0oG6KjQSmk*a^2WAi-wOh555LKkwS+U|OF z)h!k(A?)EVeCg=28*{P5DS!d8!{^@i&J4VZ6mj@*nVvzy7}(C$)}OaOKK`2M&5=r^ zQM#SvCXJ}vzCtXVdW}a|Jmzwp4BH_|OK{OQnY!J7F-mXjw$XNUhkGq>tIaPbZkzUF z?RE#Fa~4HZ%wuRkQ4TPo)V_O4&A7`%xZ;BC*0EEm>kY0oE!0w_qWYfhWO4I{a?INt;Y9`YCje^|7F|9r@mPH%4{KjOBQ2bR>?K%|R;^@-*%1;yc8?iWb*p z7}`p=(}(fB?(Q>*%>R1Xg?&m{vj4Nd+iq0+WBvYHOTR@Gfpwf=_4tX&&3Lcc{gA7_ zzrMXbA0#QlQ9CjLr{`N!8s~Zmo?-5KuZq_DKMkGCJec>Bx-cHr6czY&|Ml`RMnOE&T*Wm8h$+AKAq2r2; zVEfE9wS96!{w&pf6SUE?ZXdQxb&}cW-W-8v6?P7^LkO0g9R#?C1h^TjC$O=fmfz^l zJU^1T-*U1Y=zwbs-C|%b5i-#QNDo8yzG5QY9n4MhinQ!Jn@(yLbZT0ZVQc?oTPcfn zt)fZ-Z@!tD5RLX^ut8tyNh`q%@Vv&JX1nl;a3wvy6HHBYcCH~PFHUcIU?X`v)gUIQ z2zfvLIWl5ukvzlBUPwHlm5j*{Y@U=fFK3D4MPF42!o8QzVJL5 zw$AL7^U-1@c9E*OOD>vzsQm~ZAK$`&vC>z5%y5QPgVz*(CONx?9h6rD{MF!R^hv(& z+y$rLr{JtcT;Ba^7)+ttYlL7sGOo&}9c@n*fkD))SXf!6dkub;icw&2>Q2*W8UyL& zs#03hs>CcV<|5m>r&ZjU=-uZFAD=saw%oTpl!{jfXnD8uanYa%MM)qDVCz&wz2g}Z zlF7=9A60!ht>hH8$9r+SDTX2E>W#NIuyBjy>$*a!$H0x@--4Zf^3$;g0oY11au+=z zxDWqh?ouGAI#KOmH z<$L$)mX(y_jHU#mCop{0;@>5589B4H{4oSgouQ-lJOk8t{HndRlb5g?t>^cz`i>+P z^da`G5f-ZDE(g;YZ1v6(cA{5F%bXBGwZw!Cz0p#!p(EWnVeFT5x6pTb`F7yZGD!M| zhyNuQU%fuM{hZv1z|u@(Ho1twmmoHQTxAlaPMoiTAk^WA=*vlMu0{rn0L%PNOi>fTo?kPg4!(DF6hC`Dn)`kigb$ z{h^FSLEi8_!e>W>=g)=J0zm$e1I}CVLr7qfV0jI_$WiMdf?MZ5mQ>-`Fj3R~`2raE7K$R|4pgUWOaIBDj#2eQ2j7*YJVg3<#AqmU%?8u(+3~7 zCen@jgVK9zOxDtwYqaZltn_YCl19eA_|zy1dm{4X0}Rb!oK3W4+SKZKbs?>ZENEh- zvwkX4@MiEdbu9lEY6`^OJF+oay%Y+iJ@%Wajf z4x9lHhe)iLWsCN)jF!&Z$zoHF=TuWoWu>PJL#RKxE>YBzUQ!EBWXmuQC&h5;sFE&O zy+Z_L6eGoS2f_a2xI3cP>0R_%2+7E(P{D3ZoSb!dfSIpmwz&pBFgka^?g2lumm{oC z$K!OR1tMN9hL*O&b_hmh0x2AVS-T$!TAFAOFzVrASm^B zmDe38lRz@XrLeK<_WEbM3QZvX3^`4eQNZj^D+U`TLqcO%{FqZZziNJ49HN)d`kHO>B8U}q1&{q67xO{o$3a8ouNj*6A2E)f8#*yN|2sU^Ipv8c;|1Brx>b(QEWIgy-tARlv6l=QEIWU_NRTlZk=;MM|t@2hy3j z6fZi(4fK{ar78{~ioB@lM{ zxI=Cr1JUi&U~_s7KpUny2ybrT=k>|a@4QH-P*39zDBE1$N*(;VECZ9l8%Q1c7B!c5 z3yoo2y7aoP)&8$6K&x(gm9Grhr^*jq8xURk;rd0R8%@g3>}%-4@x8<~_{-n_K56Lj z*lqOv`}4~aTolaT0xxFB&zk4c$p)4U={+_^s$kU}J3{qTY4UQL)6Fnzm?fokdV{oh zhRfVET{d6Y?y<2tMK0g)(+ENIP)~d~Mn!nGi!f~cCvh}g0@6KYVMZlJ1+o!}Co3T+ z9`uIEe+J(jgHo;Lf}l+*1jRW6QD8)o=B`)^N)qI8eRKiI6QOwNjDp26nz+utp<#P8 zyFdNRMNayqpb6=#v{^fE(od1cjsK;RGa@#@%>NVms!zo5{9il$2H^+sGuIAV5_V(r zjJNXv???xu?VtFcptkc-Y6QOR-#a8aYr~J4J`nCuu0M3oy;19_LNbis%acGelu#Ov z3%xLZVpZcdSi1I_EilFFhX(obUypR151pUdzd!DAkO`>cxR?4W1}_Az@WQYvOr_sf zvC3&ialmU(kdx2vHjELU#T~zUY+l{sgLo}Iepd9 zXiK-Wh;TB##1QnPLgULv>I+p(o%9*PoIdNt$Vlp|J}4uu6J_45An=U0mOjUjpjk^c z-*T)vli5v0`SejKqUrhFUxuwCk6!4*P|$6*kAwl-WVAgOX%tCI?NjnGRP)I!mnD&hKVxb7C@jlKR+ix z;X43&@>;u;jstn01Q~Z2LI`_k42xW70J)?f}@`}rm#Wf$9#>zA9Dw(@e-=!v!T%jbM_*|dUI zsZPr#O{R&Kj+uQSx81a&I0|8T{F&e$j4y$Z=@(2PiSiyzt8Kc21mVIL71=f+Bnsx5`3xxYJH0*fK6#96ahP&73#K*_h1txq zAN{<~O^bo|A#Pj1;R+@eC;2cXj?|in@^G(WlRiP3W{br)5`002JJ<;`MA}*_ zH+5EJbkKMFBj~m3nr2o^->0XUbu@gj)U3}z-0@7`J|nCiObLU&Fa7AZG0pd@A>Nle z{&P2eMWUe(`FBC|`tjabUSmc?k>+xu!kve|fuTEcCuZd#D83T^l4fJddJwX1)H6bQ z^H@el2_W9ZW%v&JyD&n!31T2^FePmIm9Q&H{9AlP*ke(}wi}C4#i$&a0#=p1i8+o) zwsEDv_s;^MAe9p8p`ch3>Y*;8v9T0(U$y#JWE5i*7@R=|v;-o)9z0|7JI@0Z*}{zy z?2A3(hrfdKIrgMO>P)}O#b<08|31g^zo&gFtI+yyuHau%^!*ej4kahOXRq6E17-=f zGvc8Cc7kwNMFyGR<=+nuE5t56evoFKjROlA#G3V4o(>iI#%T840nD~Py7|dQ(wWCV zhXF$j84rUwJHRZ+yb22bP*ks9gdEqIBClUgS$KI?BQ5Fl%RdGWfJkJNl<{fnFdJHX zk#bdb@ao5W<@_P=j3HD9Nw(ARU4Bx!qS(j(BZR{GXuuUch;vzrtvD|AL_@s&5f!br zRpqhD5^O%wkPF3F%6p-G!>J3eMCD{8DfG(np8-v!d>{|^viYeQHCQEqW5XaVCnmn! zzFO)QT`dGdFm77c{UC#vrbL&7_<5C_ENivI$TY7^R_>t`Y4KDq3iU;kzntnvk`mzp zIxN9{ds|rux6g*ae+Noroo;kwBJPiSPwk7E;9irqIKguz-(&@*irbFQn zAlpz#jtHQw=Pr~;q>*iKX;413SedOm(xiRx7{l7_3d=DKYda|DS%}u9CyzT^u~~3_ zBiiJPBn+1A4G$hM*(4kEc$<@CM8yy7dMIJ=yl1`3`}5VulFu(5S|aRX@Uq?FAO^xw zG*Pm$bjP|j@rLqM_S=-Hg+L?W63RB_7g@r#xR(kiumL z&&ILu&;nGweKz>i>l>fBg1@{JRwR#S{Ya;ajlN^u@)0%b8}LAKeQ?yV?9K)%jc{tA z1;s5DpWdTV-x&nsH8p25hDBy}twRB%YW~sI;^h%VpwKLH{BvG9KnlWw3m7qobqT7V zpBT@2L#hz!tVpE}&knp#w1^6=C#2<})_O`N@+6BoDSL&v-Qnt6|G&QpB7H$emkU33 zqY1$TRv~*8ocX3VrpOj_v>?nh$lwnVp2)5`7yHaqH?EOxUizfY9vZ)EJIKlfj`J_2 z16GVRM3ktRjM6RSf>c7%HS4uZCye!SY@Q6h1FVE>b8e-tZt3ee6G z;Ll{&ViPl28}+Z{l<}MbNTbW&3;~Y`X3KB=v#w9x|H|+r9YZUB<^W|NAG=hbIJ875 zBXjx&^gJqILz)cPJER9#(EN0M3(9vIh;r%b3YNAQwP7sfK@=qvWHp++CDK1J;;7k+ zFe@Tk?WfDO&oanX+aB;BIo|Lyg_`I{=q1poeZLHz*xRf$R>|W*j zq0s)dpJK<`4K7nRN6C>6%_{O2tfB4=oH9vUTmV|CXKm|IGswOkv717fM-Hdira_!NP{=oJ?> z0z?#}ieDH!Li89CSnAcMh`&uugb9_#_zZpn00iT|hn8b#aZ9kPpIs5YD9Ah}(iDFwMHdRc<3{WM92nzWs!~-MaDy`+cB5*BV zT1NI#GZ2UZYxyZXwB!B57jh^~9+>&*bGEfiY~l1zt)M}R1R&H%cZxDcB7e1h#4xVW z1-!5FWRO|SC2Bc~98YJ|Vq1c3ovD=^^z|cIx6{>mDwQF8LX+^`pP;pU zoj5(Gc#9%-di{sq{wuVP93u5Xt@$KETYT+1J!za|rpHaM$A62ljR3v1HSt zR@(uHH^ZAS&C!-I=TXR*pbcwVA$7Rvc*FXD(*Q3%VsDHSN%6ccL_A2(P} zC0}EZ3hP8?JAdWp%zezw`XU_wXQ{vwVhnLzGK6^JO{i*8P()>`Ys6_V(>&WZEav0X z0vZT%&bL1RkdJszEy=x%yw>zq2O=V6z!Q@p>#j_v7pg zstl_3=%z`0J(pKhfXTTmGla1JirT`t9x=RzpqMIh2Sy5bpd;&)G4~p1-eMURa!nCR z`9#DS--KQcZw4rPF$>{0?W$py6vha`#Z8D`ro?*0rhoy66KZ&YLB_w(Vuh2IpJ3@J|(poEAOvT(5B|ARICk6?6H4=4@Ld(rT? zfpXet!s)}3+X*~Cj|GeDe{VO@Fz(^lR^RzxL%_Wtz_72wS>~B=QdenH>snnmAjrNo z(Z{dd^?|fcv6vl+V~%^~_Xkb99d7t*Y{Wyf#XEsOcfu72tV=T^jIt5 zId}W= zv(*Thi{%`W`ch|?Igd8^22!QiFhw^q4p12DY1r0or(!zR*exKqYrEPBwU1Eprv{RO zDOE+m9Du^CzI0InTDNo>%20r++wo~;qcK5@xoj`Bm~=!ARY+qRaAy!G$+vkeDj?@z z9HQ6#8LIBrhqZ%&%A$K)ecOUl%2rK|O$Ml5T{+QRN{mX>%up5ZjdP}4kw?Z$J}7PM zh`v&fs?xpxgt69OoOT7z(iFQZ_1N_i-|6QL-Z|D|y=Ao7)S?_bqHLe&^d)56M& z0b;8U_mD0vSbPU#C6}X=V);`;_CEVEPHLUYu8AQ%XLnuKDP^8GS=HZC+VRi;M504T z(m-jk9(6N+Pc0JMzI63$wivyzgkC4(QT>E3Ssr0zxe^{Xim0kpN$Nl7dDI5WU<_?n zE{sK&q8wl>aVzK8N5o)0Kj-73}+Wg>DywTk9Z=4G0JZwMjJL4Y4T~;v7>|b;)_iRo5J$%=PWAp~7T>rIP_^bN# zwVdn|y<1$VY;2Yp-%!H&CMH$kk~aBk8|LoglFK?0_&d$W_+2^}=Iv7D>Df_n3UbU9mu)9F&5nwu}V1a%yRI2IfPx(f0|C2Bj>!rI!fypzSc6 z=l8BiH8|Y>4c6x_ZPERp)y(Oq;z5?4pyTEei_@I?6x;8H^vN1&UOh1C*1C@e2$u|b ztZe7?{-wuZS{0`R%JU*fJPs9lF;#cqQO%KOpa6XfIgEA6Bn1>>9E@)U?y!f9ME&Xe zhnYR4B^e@Ura}2UkHbL6XLkAb)OLq(`_cnJ14b+diSPV%J6zqiI*MI01Pm(=t z|BT!N@T_Y`K3XlGf3LhCt8U}GYa#Iom^U~AgqG5HugJFcon7A(`04&zQ@DF1q2x*O zwHU8aQ4r=1p;bYhEO&>!zp~IMCfLxT`2_7>tMRd5l@>g}3+KPF1GMjJC)Pq`)6;Q672{&ut)QtFpk6@E{78Gd$1CRa~cR$^+IKu`U`tN4-1Q;K41+Sn|8qYo9e^+pkH z$pJ0LehPVuM}9H0?#5(CBM~{a0giww<~)hO0NHez7;2@Ov|gm}9EF{({rdnzlFpYG z+ovOny}nd|3`zxrp+|HAWu>G$D?EfcN%*8f)Cnd_Q1(#pzR$F=l=m{)2ndE!fF=c+ zOyCXilZ#=IKA=Gpi=S_5WQmo~EfZ9p=`c&OeYYbcV2vMUz?G1khtV?qOAP}{KWihn141a2REfrM~PsE;=DoIXdoAjxL z8oS{`XUtV~P0GjXK9`BR6jtW=P|~+Iuu5!5(G(XNqWS&D1j)EO;&w{!)m@gNB0%`} zM4pla8dHA6nhOKYZ}k;%&%9Q5?8g#6R&Bf>q%ffsDxl4WQPbBowx>20Za9{M9V`zA0?z6*f9o7dL$6AK1lu#&YU}DenNs$m=cI#0Pj8*I!2MY1a&PSY#*w`m8mzpE}MrxcUZ5ttS)CQ^G$d}r0 z+R2_e*54z$JWm)x?jGQeecRXQ9%nTn^4bkFY%?NyRgsAwm>qpSqw(NhB4Yr`Sub{~ zoQ{zNtj@uF{hXuJt5*=#`52hGR8H~zxVCZEb2qekP*Yp41`ndw+Pyxr&nVeDz6Lu*!0^a(Mo0E zMwu_;B;FV#`*ifQ(WAti2!&o@v z-&T`##C>L60kyUU49;Jp-|)A`A-%P%dt(d#Qv;jJ--L4;{~%knKfL~M;1=8AO!DZ1 zkt4f#HbI=Z@e6yIMxmKP?D}H<^UV!jHiNDYzbxE;NIhS_1C_S0{i2mc+ywYm`2j*^ zJ5DSXd!USM0mrwKoJ$T|%kqQix#^ri)6y>d$*olkK{sLbkW#m*eCH;TkNXc(fhL<b29U0c=+SiDg^#k-2)cz_P+AS$!v|heQ zX4G1QRt#wBlX%k3A>Qi8>Y(dp%ZkAhz8@3>s&9YMYL={0s%zTd5DT8dpwidv{=wbY zLa9k&eQHw(A9)zK794%4#~N^{^+udN(yS@f$MB)?I+GqRi3(rW5b%qj@pB>x@}Z0_ z3vo4#Zm{C6Q9v%0KQJ z`REwq*0pF7Oo!tZ0^gyB@Mxnm=Q7E9#qE_dMnWWa@ye7T0cB36UAp+uY0WJ^_+Si! zZ4%zuKgHr>@t_4OmwMD1#~r0?K*`xk6#{Vo}S(PSt<}E>r03ahJ~*-uOd1fDtXVY*i8Nx!<%(7QY9zrp8uNp2Cnn6!`ilVhdPdeg)qcnh<=iK_ANq8+h4}5k zpA#Qa?+!lMuV6+Dm?)ITS9P3%$=x%E=xle?XK06|-2Lk5wQ7tBi=q7&D-fP)@T$ zIGQi3@86yD+HM=fofQydw?)D!@_Uo%e-n(jW6)jiZ0LsDJfk)OuPjM>Q`niYgFxCp z=yh|<#;t|>U=m?~=$E%t&KFYuq`pg$dyBi=Z*%T=wvql*OnP|x6nm6EyvRL0N1mD; zpbqDW;ovAqjG`F_4@o;W`Fh66?yNZ%Q|i%OZtlWbY$LvLTu8NF5{1%HWmgoinfSs2 z$ZgxSh{C<87Q+~Y)xHqUFf+9btS{PBmzCuXm;3;=A>dBZE>Zc2jFcWZnZS~Y>PBv= zv{S<|YW@;?sQze}C_fgrC?)*}e|d7(?P(tJ`btByhR|9IZ*a~acgbIau##k{q@uV1 z(5uIrnZ9U)C~ptb?aCfR!8B{EqGdm$A4o&CaNIE{mGWtF>(Y^ZNuB0Oeen zq|;macparFb0QNzSS-I`w4kJL!}Fu<7`#kl5*^emo#SRtpy%^$A_i$juF{3nR-?2L zn^=BtQ!^TkJzUJD^T047w5*!ZL_~YH1@(Ojf`bXZqWDB4#QAyGffr7N%6)LsvLZ%V za`vAt@qC;C492YkiY5Io>rQbtHi?6<9%P1kUmRXaujqH=^+mJQJkH5NBa*19dS{<) zu*6u8!5T!lior$`9mIV$xibP9+L#)&*k&=V3nIFlV5BL4?!Y`^m^8bI@x%d}`lx4; z!3^(TcI&3>tx^|`35<^ZJ;8jJ*jNqeS7Glwb9@Z&B%ITArc}gDgD6r;lw=JjBtn?$ z3}wk|!eyHz_J>d_EDY@vN0BS%UHgiF>KZkgD1hQGEnUJ)X7<$ICJ}%T{L7)x_!MI4 zuyqv*Rf7Flnq)mwX@oiCF5xXGniGXed9$tS0P0olK`;Rd>J^!JTRU$wic~nsk;;s|sxv zAH6aqZVJye|JpF=I%U$-ZF5d4AJHdm>lKw=3?0JO4-XmN&p28@;}+{O1r)`GhQSio zQwjIGcU|AHs|7qw8#=D-P6noBaLTB;9asLWdEXECCa_JbBW3;lVD@8_yJ<#zJMyHY#0*e|wrnUTiDXg|E7oFEVk#+; z;zb~f0EHDeR3~C$YuC@>Va>e2>|JgwCg7zhVo*ru3t2e9z-L10#cIeagIr1+01ZYt zqD`M2yw2ezlx&g6@bid-EeXLysW9h?X#9;gQL9s6$iCX zNjs?EBR#8rQ&jTq-of`I@+$SLnD!Agf3is#bn41A}3M}S+9Q-e%&7uXnIXQK7i40@L};rzX}Drneq#%YQm_pw1m%m zbMNs}kjMB;bR!yge#x1!HWz)rWu#xe!2Jd4B%!i1*W%yFGt;ion}>3MAhAlk9%L$M zeMad1N@!n7Ef=;66+hW^0QjwkOq-z6Nv88b1K0NqUw3;y`Dw`eSVL5?5O^;eq}0*= zxezPp(h!`Xi5L1HKE|QpZdeFX-hrjjk$R_bHTq26~0oIYqZKkJ{178%22?r)L7oDMu?a^EA;!Q z>O?(6iX0~n6m3jqK`Ccq%w>$Nnw}W~zEoV~ur2TP3&>$L8O3Rml?}?tv#3Y|tzb_$ z8%BYE8L#FWgxhJZ!jt>dVS4X^p_N+3vJ^&}M(ExRh~`b43*P6O05NEhiQp@Mr}jz^ z%qXSBOywU>f@J0_e!`fnUj~s_hwO>g>RyDrIv~9}I!TV9``kp=#(HpF9kBF@Mdrji>7u~@$vpI3x*nO0iTsgzT$jkaLzq2khBZiSVEY*p;r2o zp3D((FPnI4UU?`(1sE9P{#;f&-s#4IBw;9#kR_*k%=KlBOPd4{aj#Zlf3bT+yAmvz z8~oKIGym1H8?>g@?+32{Pm6o)wGO=0Rhmqh;8lPU{>O1IH!QIjs=pWAfmJb8coeyR z`zy=J+t3}~CS;rL9$7R~q8zW0gP~EgX7y_cMpPCkkrV2>=kmS5A%@6}h<4O<`B_oT zocUTNkpCAu7k%4UDV0$);hGWUveka$=hSTVs(wOMBcd?8Zz;K&IqYnbw(FO&S9E=z$1gY{FZ!jv}fmG*rM z*ULWok1!<40L&(8u@J!|0Kn{{X+hVjAE{e-W%e}4i70Arl)EqhA%A^%<3p876n{tuilSam*89}iaZ~GAUnaa0-k?Hre zi80uhNh@}#IT}%V@rlTt^M5+-tRkeEY-y)D;q^$e;>T}WC=-VtQwvjQ+3^j4ais^$ zr3Steo46{}(}eLVEvf&Cl9^EXIk^7MrC*QE{O|2zts_Cp>*bY0<5ol-=EDS)$Ngrn z0xqh>>m(|1?Z0@uUIk7(mzM6DAP+PAi%1m-&Ecy}rxl}^dIZr0 zWb?5Zb-xUm#&Fk`wF-A>(nhe`m&BHDmjI=7`w6#q>5Hn$s4OOki1G73 zh9>WIIaOZNDf4^rA zht-7L^$FMk(#@KG-xe)2+hJm?VAd1Eb&D@+egAvF;(|7%{AFs+oFXZ5gFpyr}4+b zNiEZm)i4T(!;1(86nPM1lo4OIxnuq2naz&2Jh5?Eh{>-=aH-@_@7R}W-_#5t$Epm* zwp!r@3h~r(0}FX_1XCJ$>X?a^V5R@o{12=9oVQ(rT+zs%%9zl|!ucM@Ro1R7|9{c~8-%9Zldj8?cNHhXX{uJyiL_767 zJN2Lr$ZC4l5-#JuxH;oYIl7DJT`YT8pxV9^@)ahzL}usDs^Jyu8jyl)4S?PHMYVm{ z@TaI>Wa*zM040Bs(TgFGtE({`KI3ryA|6D-!Ua-koQ>=geBw%<7d-qZpRpH^&nP*= z*PPM!8B6>fJAEAvVG{!);hfW1olkY6FfoYNJ8p9+0uk{lw01D;^Plr(LE8T*ofsl| zMzmJJu@vRwPce}|)cb3wyNCv5$-~T@7|STN!K4>1#DKq>3Z(QVl_^oYYg3j z2jk-e0n^lP{M{v_ztRI<{N8s6oX7wRn1xGe;!RY3+22rqlr`PZ2qA1nMOUsnCZooj)i4qzP}%#8)bkV#G!vuV-~$zdy2l zDtARae0!h^rVucux)nW-I1oIjnf#bxtuZ+_mbHpUHnQqa1DJ}3IT zq?cs{BTdg$#N-NezpTVx6B1KR3y6NOS1Rb#kw;|~3e5-5#ScxmH+Ov0jZ~_+Z^+oU zrXU>cFP{jD-b!mQ2h%$Awa>>G@{)(iEjM1Fxuxx;H1#+hM{Vzycr|vdZ0+LQ5wvk8 zcv>ahU|q_Dj#KtlHz{~&`E))_fm6{ zCs=?(@sU^_zsVF>RU#J+oca|$1s-?NJxK61OHA*AB(A43ZmW3D{N0m2wICrbvCt&H>D#C=^yav2&p?>9yLB2~UEH@}hLAK` zGY#nyWZ8{>%loK${PBna_HO!|v0j>F3&HApNP0G;Q2On5wk;ncKSNuE6#e;J62MHA z58R{|gX(vF!^2c$B$~E`k`GZ~*{Bkv;t5LXgds5+qFjDa`B_=JNX_2MYb=F0F8A>@ z#ws8TG>zpp@22l*7gtT2L^~Qq#GowkY4*tnV>L9moJ01TkQ~&BJj)@4^1$CeCsChA z?Aq&bIO}dLe-UXj`NN3*wI8+5y@xVU==-7hxOA3j#CNz-ariv#0BE#P=G$wtha*Wv z|DFCY43{?fPZ0u3aY2Q`RO|5z!Y^;w#^6u?wLEG)3*VCq-CODl@Wh}4k6d5v9RBzL zC?N5~9C;tLUa7Uon999qxKwYJgb}o_bPoB^WfOh7Rwikm%q6a$VoyY#A`<}{@veV% z=ze5mNQO1xF~Ho8qc#numpQ&~Fw?5v_aZSAm3hwJpik6wYWyucT+EUl(Vy!0i#l%5 z7k@^4pt853%-DpD>elmb`zHFLj+PWhLC3BOYhb^iG5w^5;3&S*p4#(F@sJrF)!oxo zxzIPvF))lU-DDLW6Z*c?nps;soLx(JsVic=a(&$c!FFn_E)&!iEr6F^#%Xph-ujkq ztOa(U8WBf?88Ev{$@%G>bxRgb40rD8y#w zD~;sw-U}y$ipfg9!FIjJQ{uY5==pcO$}n{_8MOEFLC?QQ@}76Mm5n>Wd%XP;r@Z8q z!2;QQ?DHI-9=OsccmMKk{sv3~&177UhP99K=~hGHu*GRYQx0$ zWO&pDHdzX1spE$4xa}NY$UL0U0+_dmSUfIWjT7JB1ha_m8+X+2sW$%UHjU0uJzXE3-1&qXEsV8v(cEfSis3Sx#&QG|K_vdOmNynudZ&}L`L-y!&hGAO^;T{j{Ie$ z%`h^PZU@aF4PWezI*>93oo~@z=%H>mjDLOK0GbRC7y7yE%``prN7n;2Z;Tpnd0Dqm z_K8~b%}At4 zD$ctu8_w`exztk%yLb0Dm*8pb`ofNdbVP9*(D;K9yhM^n^TPs^HLoW2B_&=$e}Q_3 zw)M{pgt2Z67f8K)SRjXrRwSe>O(A>pnUc)^Ot@ok<7Wp&KTk`Yq$RwxGDjTgKQJ^I@5 zN%8K%Kl-JgW97A%TCDCE{I)u;ta)?l8*>eSTDJ zuCT#bqn~9yD4ysf-a0p0%7#$aqcdV8q0_K{zGQdFT2M=bp=jOCJsPQ|p&9)}>!Ai6 zM|Yz@EUh>;GgiTi96`hm`rb=K4)qT-NGHEzGdHN3V)bnUYwa&E z&z2J^k?=2DzKco3jSLzgl>@kaEb3mww1Xyp$Sap6k-EVIVCB=Ym-*U*yO*5Y+|4uP zgDF;_5kG729$E&E4ego+ZaX0~gj@QneR*hUldaVq$y(bw~I#0U4Jo2ayx!CDE zexD%50BBy#R2Ky64LH0HFrTwkz7*eG%g(j(w9Y_)Lo5P>wf7akIHXbPDUL*pjFUV! zG50NZI>9JyGudUZ6%}535Qc?#T1hUXp(Yt}Jg4XHM`L!Oq3?}ijSJm%5(z^@JpRw{ z2JX=eT8Z@3LgTecep&Db)IVxm8v2jA!)RrtflmVXVoRcL^){*fg0zHfR?&mJb(?9% z6MgghC{)Jw#fK)sAj)d1Vg8~5M?$)hDIppSMgW_U`f%aH4@d$fk1C@2Hg^?OBl}qH ztrClJ$FuY!1P7sQTLJHCzp;=pJ%x%=V0*3#_m6}mTyz2k*0(uDQc(xKqxtUTwwX)+@{T5F)73Jt)vfkT?e^JakQ%lx9GVZI7sQF|aOc)pSIbYoNZ8l_W!m z(fx7uTEHJP+clIk0z7H51p!ItTxoJ=m#zyeA%=$bbP5*}k^qUMnhvE}5MP$it1U9C z#tx1kd#TV`gxxH7R)iKe0(Qe{p@bFXhh>U(564CXC{q$68fnBpZESa6u{|qBDvT@X zck3nhZGt~7|A+}(pswqUQ3zP_?U6e+`*cf&{P*MP`{my-x49<7@k zC!Si}0?W-sob2UW10HOquy*59#VcJ+2Ac!f0=aE5aeV`9 z-~0{wfp8WLHYD4`ozT1ntMA}Kja7}KC;)-yK+GM$?s(M^rKgpIO}ku9HLmq`>*af2 zWhKa>vUKqld&8Pq*eH8lTxk;Eay2XC`3Ag?rTehjw!5kL1znH zE5N3qyLN4sGfxpD9Rh@5Og~qrtLst;2MlFHo4>{Rj}?e_wj1qYR1KmQN@7iA8AkWB zB_PMMgm|ZP=v0Vjw5tyaoC{SIE}Ivig&)YYIJ&CDvVW}L?2ZqMdMfHoY3P(>F;l|a zD4eNd%loGg6U9zvYJT6I5p1g5J}f5f1gecKCNJ-Y+x_1ET+P(K>4dXc`l6b!H4W+d zuu;iZy?7+QlQ^Dv*`A(oHNJ2=x{##3=8{sj?~wVEMu$s4OZi^rm_G8-jBGFd?U?>l zG!#9W`jvPkov4ggD>ucSQv=1CY2@SC7d#w8xH(>{O6`Nb90AXyY_pM?cpo@?tOIp5 z{$D~HcXwYp`t5r8Jhz|<_>FQj3;CcQf>g>To688XP}vt0w% zJbDzdHY=b#rkpU$c{%P_#@2;}ggRwzX8 zOpFm$dHyA>c5M5%8U?pXh}~xfA`uN`RGHfMlr{%uR++i6pzbBLX%|oi6az)rtqBpn zV(V@!(_q4rcwgf^g(Up3q^0$!eoP>C^ZpKmgAAHl{6Jb?E#qJStiC`P##v;r0hZYR zJ+CMR#zp7AE82x5)cU;mWrNCQ9I73i_5fmILSORm`%Bn+2-gWIW7@ZdYV>VsHO#C5 z87iTt7ei$OPkySoh==;aT+XF6h9sg=0BvN&$$cVcv_DGMQ&Bfuq+U}_T z$^6+g$OP-NO%$3@JO`)na2a#?&(o0W`T~u;hW+p}N}s2ZP*+;RF7r6@yO1ftPGK31 zg>c+$MhqHe+Bj@l-rk+|Y;7@{`6VSMBr|C00nuC|0kn0*m$vTka1wv=2Jp(Kq|UVV z-@v!qfBPmTA*?+G^lDZ-IR* zMxZ7O`z_zcDc}A3k0pIV*_$HizY6JbmUJw>(93@<32rh$EN?_Uy;@-!m~zsYe}@*o zlKqoCd5I%Ov_{GST(9J85?jqqrYbzE(f6;O%aw6baCWrmxeSXHJ49YU!W8D}rH z>D0FP=AO$-heg7_JLCx3`wuvLE5iDchYj^E6K@U~m$tX12Scd&yL|BDzWEZpRktN` zoju7A73}OVpYfN$Sg6_4>Lyyrk30!K`cn+pt%z$gn`k6fq7ox#u27*8Oi8mJ_>=?v zjxWpoF#U5fA;9h-S$WrKzwdNqNkuP0DGqp57WO8guvVgc_Uj2*+A&#}I`iVN8AFa5Kkh19N!cp$- z$4MiBZ-axmcSwV zH?5o0^0`Dw^7p(5QizA4EZHzQseWjU34c6I7KtsJ1al^b12TY5H=;Kxu7Zju4oEC! z%xP{N?&iwg;WO8!-!GIvs9?|)rE1<`U3yOh7u(+^`aA;1S4yLLQ8ivuqDv`LG(T9= zagRKccyv)j%xn(;=$uEuZ8>_v>zI=)-+yqo8xV}j9f{>ufsx1S*+wp!;W0+Je)U7- zOGuC(iZJHq4i05z!+!sZy>7dDS!2=`ZFzy~Nt@scD)My~=6k|T0QZLjjui<)CI0B( zn(sdR_)mOgyoFl#^*5iJ&e(-@OtNBpx(r!ILPbu6R6euZB=lxuOcMwyEmSkgs?M!= zhViDvGtVFS;PfZq#;fzR5rFyJ7(V@jC0V!TeO5}BrXQU?aK3D8mhx~Rg|sn0u|LOH zDF2DW8EHBrV(~voXOsUe_LlwElbX8RbvPxX*7@>JhQea>QXin#)Pwt(=jXGSoWp6B z2j0z@Urt!{ds!)P!cq}iQrJ;q!PD!NdtQ|(tq3#2)#p8tZX;;7e?!QoKpP22ZPC@u z6rDeez~=|h4e^f03Ol(NsGH15f6UsVZ=X1_>@}vI%|R}gws%-UEvatjqKqDfe?n=F z4V}}Ls}>PNUNlJ(Fm6xVb1>2=5VAN8@3i-;51V~+9)2@y1=T8mk(GPfP$DWnPd)1Q zU2L!7Czf8!20Cakbdw?peLhFva*sNU=d0S`o%(eUvP}7MFgn}>KGxln$H(>-3J7G> zvpXA4rJbgH1M*N3y;Do(Ucj{=9e-~(bn+@;jk97hEEd)i*OV*y20A8!~9+~8l0xLE5q z+p4&H_DcBQe_jwtg$wc%hhgAdzg#^L%I{6#MVaH7>MrAZB06>Nsl|k=3vSzdzklrM z`K#DbU+;aF)oN$AemWy`I(?y`g-zub6q6VU5SZhP=F!n4B0KscR<$UAQmG7Yi<=Y`$-Kp#I-_SmQ?}@04gKdD*1Z6L2zseuy3&j)@!WO1iqABsU{<} zH+X!bKB{R`N`qg-M@ZXT+SXrGx)3qPDNM{=GfL_Ia>xoG;iV<5m?YhU91y=v?6Lb!S) zLqVf~LvJ*bGr2Tt@Z+fpcM{!;J4y|>V6))QPhIw2xU6?Y4t$2wQM`Jd5rH%cFi(_W zP_RFjAomj|-{JL&t|lz?p<6-oc|-{ldcb;@+CS~=SssmDDn!c+J5kB}|EEwKERC#s z3+Dvdb?N_4|ALw9U$U&Ew?n4em&Fc0W`Y*x8$56w)My+Wom%l`I{8Mt@k8D;@sE{m z&)F@flY>={p2)WFe#S=S%?7u|FEkCy+g{yA=K%Ookyod_u#9av6*TJVdEJ+hAr;q1 znK7zf;HJ}L;Nw;{TY9+q`ZgIcH;n0Gw(k%ys%|}b7O9DqH5!_}I?5?e&KI-Or{W5% zT_Zp7*l z$*2rgIgMYh8JXrcUa?s}m*G3Old)m0(qxs%2`6y&jBn5ytj5bu6{tYyYHaSRYYB%k zFC82JzbflwPB8Ek#P_nz2=FeXZQJ=VNrzW+VfG8_wY3vJ(^&(Jli$#)QkfxvsSYyn z#$W)#yCHmZ$Yi6`Gy{pxv@!IgiFuL%V;Jr~W(oHeLQ$#shH!#WIayhIN>jW0R&EwA z-bfI!hR2-=VZ7%p(1RW??I3mPcj@o`4n9bHRc>gV-)sUuDJnpGb&s)8kos^``@-q# zPyX6>-Yx}S*eJx>j&yJZ;xBGr0Jl-g6WFfqE?0qDFl`-GhFobjo0lai?c)ww-%FoL zd2!fM1}b~3PUrTs}z}f<2OxRulK8>X<$3W8+pPLZe2%nabr?n7BC&StHAkR(Gl zW5qnqP8qao=w-k9o=n^24K2a-V$U5NKV@)AjzyJzpZz}iqA;U# zgo7}&QHk)2=9bv2@>;;Yzxv~~PGKlyJDCz8nX7zlFEdvAiHeUcR1k*)zISze^6FQo z%Ds;jQ~v!2suH=vq+~qCAZa*&Ue5-pQa@V;42*ZSP-u{jG$M{PglSVuRs|o8;}B^( z91o)5MF0IUH3|QPn}CIutHn;Qo#kHB zwIs;47D<>Shwr!gBbaN$l9E>$^vab7w;Kc7*gQ}kW~jF7)KU@aSPoi3sd?g8j6T-@KL0Os};`O&2S9wgI0wZ zx&WqmiSAGAsmF-raGPSzhYEMTy}q?g`8(0qH$h4!Obm5%P)@X+zY}v!nFMaXD3QZ}X!PP=o;CEVzr)uO#9E z=vcq~h>3e}F>mjlp>&F?iUDw-RvV(_l0K5%Fgn9&;|@Dz6-r3&lIoBN`={^SeFQIsHpF(i(u8a!<=*4g_aVlou-=Ng*52AQ+SGjM{W(+-` z)YXvvmu1cNau+o?`p-V;6iJSzM;N;&$??~>GX&1>}FX9JB6in!y}$9|zhU_*=CGk|@^ zd=$VLEQMp!#`A$58mV_=+#-E&Kak=-ktZOcb8Z8jMUTC5#h;ZV?7>RI5NWXrA2Mw6 z_ZCG+1f_VtE030`h8-nH*a_;ZUarv%f0Akr1vm=D{&MAsGAxePjPk*e4Bd)TU4fHS zwrp*YTmqf!DSmY zMKChj`>9y$y@<)|S=rj~$?69V7L|VBawT!5Rj9Ama?(t6j9gcG7;&<#>P8OU$y(pY zqP|`UXI*dcZu`pW(bNp+Yh|X2WA>@D6& z%O{#B^a}9kx*U67wt`M(I^3zGq;W0602F25qny;3Pv62M<8xKo9`{dt!&- z!w28<8+lxTl8}I2LBc-GW}|d&a{Zc(9Bcg3W{Q1dE(=61;dVsFEJN2l2Hso&iJ7#R zRq$?t)mH)Ez#0D~af9N=IP;Qz$1HcT05hhfUaLrmp*uPyC2EimMEnLoC*v-j0)c7F zDi_U*+Tt@Bc1T+so@u5NPxb`pbsVl1M;x|1k!@p>u=2ZOyS$7IAvX>5GOfJE@HEq@ z)3ICZcKyy{IC=E?pI-UXo3#y+6UBgEY~Onv_L6?bkdr@{dLtuJ9qM}}hFZ+Ge70le zV)>%XN^}lFo?!L-rFhNb*3tuAp(wI;lMmN${k^B4YQg5O}atf-CZaVRHSPIfeMx84jgbNtHmHNb^Xh#e~(2kv0$?-nXW-8jW7` zWjO%pzFtt1j~*d!W2D-~*@Mg{4VAPIp}}`^yANp8_*DAo z1&n%?qS01GL?(9ILpu=DQ1~%)1HV(cB>c%&+@)3Gf7gv*|7!$>udc5?(ms#e4b*y( zHMvqb>g^=fw7kqD2V7=78mFT6I+!B1DLed=nCpdT`o3J~)rrQt3T3&kB7fyuE)3@x z@j^$#&Q@rcQ1xvqF5(6oVLuGQ4P@n`o2NuhgJ(EI-|{pZ1brL$o~ksAK4JdWM?lPJ z^1;&H=e%t?;XuBZ4e+S1H!(NJv7cwiP)Lul^U(`@M#|J9;PCW8YvStIhfSs+2}d#| zTCtyx{C86%J7}Qr4^~Ac=A*RH2CnytB9q9ShkT0-V8Lv#j`7kBV2r#M+k8B)GLLfy z(=TeAKCvZA#LrYziiuP%Aor%(fps>nst(+D?Lx%Y8tI$GGQFa{P#!tAD&08RQQc=smvBB^L1TO6XZjQA7)X^!1i3I7U;db-zL~f~q>c{o6|& z=E%yRvl!k00gWP5Qn0hL;e(rkuH$h!m^t@|DR(JbXNhetG74UHpTK2t8Bj5T5|PL? z^NA~}yIpFaoycdqlwebvB`njy>kpdI22N)RzM{{oBJFn&AW!XuGA=QFO^Y!FtukZ# z;b#IZh9MUG>enTiya(CdvY zO&=YiNOM8}f-+#h#L<`BAJWoM zy#G(-=;Zp&gT;@cKJ?L_!=_geM?%ofw@==Foqy|uX}0*nbkrpy#>Vn4GJa=h?A4E` zUN-g_XP1~30@%}~IloD|YH3RTT3Su4WGaz)%qv9LIZP5apR6UI_WI z2wCQzqVH{}wCWir#8AMeN1=m@RNk@Ecj%}g6Yw#lkd#xIF;9*nOhA|s==wUSWLlX^ z%Fn1=?;U&Kn?~ejL^u&a2}VWJsl-~U(9;0L)x?1$hfrLaW}_xOkC-?Jd-@?z-W>+Do-HX!HjUr zG0&I@=lfCA7#eNJoX|OTj-s9L8$<%rD0t$^hb2T|a%VRi#ePE^w=*Dh)#4qb>vCzb zhEo)j?BBN7>t)Q*$-@J3OQ%FraWqU*9{3V(HycdM7I>XjRGO8_E6y4UCjTKBqwe3a zHe8wLNU)T-hKp|(4T~yX)l!qSEsEF#?FThIofiqXH{HL6A}M0yw`|G8#CqG25tdCM z1TC*EOKCZYGvl=glYjYFj^Y!@i_!TIsS5d%s@OE)?ypY&+e&XjXFmGp#PfT>KZBJi z*Q#?ePn{Oj^5YM8OGZbLwXM+3dcD)h2j81TR(`JREUjC3`rNbzxB%!`N~iNO0;c?ySI}C^%Q=UL>cL-wW zCr3=Ls?GBp8Xmi+w82j;p~9ts#y4RNrN`#O4IW}(+c5O`P-N>YkxCfhX=##W`9W~l zym7ZI2omvnJM?1mfn0sauom6hjR?EIG>v15O^5|W^Sb}`pXE=l0yjS<*%U8VO2if4 zd!rv$A)`^*aL>V+sfyG@<&;)ksFt<#lPQ`nIn_M3 z-*dQ%GOGG6FH_#N`o3|q&Dtqux#Ho^anjl-t#WDA*C%t3lZzyPXt8nC8+^lRB__Ms z_GkX&4oO-hEOz}CD)@2w^;BNx^ID|KDUJXn9Q6jnir0?(s71|iYp>ks<1a##&o^Qs zh-@cF7s;<89F6?pDnRRgEn!JZcI=)(L1ACn!&|fiJzSz7)u5eZU;pCWS)=vqv4Mh~ zUXo?#Mc(&I7qY*D09sNl+CJ`-&)$aXhQ+4LIXfnrvc8;@7U^WQ{(N&HokL+HaY8{n zaY08+Td@YYTSPRq{-;$~tEgVYnGqqPxI#u|f{X}IiJwWHsh>1{VhS>)sW^CGP~ z7l`+%*j};Snv+Svi4Q-SQxAMF7K!nO_A{yQMp*&a`Zc*sjP}mL;pG}e!nq*(tk}o6 zrfpOsF|hYjL*?R`!GQ4>0`+o%(_ED&e~*Sg-+XnVYH-g;0Z6=gImSIcAU0 z8z|Z5xHb(li!F87@cI$D`yXBLOO(Nb{4&}| zs+^yZrbJyLV+nKk>utzY9kGmJQb34Lh0(M##aN@ddox=m_(205eW;>TAy3G0gQEj>4f>aWl z!zw+y{>8>N`|;BZ*oOqtsCYSA-?(giOZvt*p3Em05+h7s+bEEf`%}v2t~BgGDk$=4 zLbXpC1pS7Wy+Z)p9AO0dl{_Lrx9LZ$nE{s3h6NHKG(XDP#}1(54pUucJe z%w}S9Tm^6DD++)bmR}=ObV;`geRE({TFaL`ge}zOnC)Y$X~%tg1y#-8e1LDXbp7e2 zVzxHO3UFW3Qy_a@dpt)9DfT%KCtv0FI!6)z&PoS2zW7O_0}~9Q>(7LqBf^kHcsTg3 zB|Iu;S?HAqtzEDt#S^`Bc#{BqjV|}}+3()qF(5r+!4)MrcL@@Viv1nOkV*kSK;i1c zq}A_;>Hj+ZE?US;_hzc#WV#b^4@{O%Wfc)=hRpie8yd;?lj>zwDZbL_r(4Q2bbalv z)n~E0RWb5%bkhmuqr#jf*p~<|^^D!oKBD&$>j1nIf9AOOn@q2@n{1G{@UciMu)$4O zv2X&P_q2B(>9t#5i2qSoda@>>oi{RDpt3l9NX?x8mGGYFJ8q0rrzu_)IkkpwLma-R zt;4jiI`ePK-nZTo{Q@8pmAo^aHwM9R_Z*H_@z=oWMo`tcgVt9y z=pUt>T_=1Z=cMt{EOS&3s>1DMo+Hu?2rFY%r=lo~fMzV%(7(IXlx%RVEl~l?xD{(! z$OrC;-rvVr@w5N872m`J`R3PmH~z+gs8xo3^7v_T z6HW_V*%>duuyx!{*Sd^6NDN&6bKF^XG?T&|M{_&-eP7}2l+_(OmX-@8*0yllYB5GJ?9&dh?wMIasI@!@jy z?acadyE*vwmv~(Z%4y+~B0+7|`C7T!O&qmKgc=bfk9aVgZ7KL#Sx+ZxIByAiW!J6~ z6!h2bj<8~a{)vrN#1&Fa+*$f2UU(^v5n&%LA1==vl7LVGu=>kV95}ga-|bM?pIJRY zIRcEuS^X+>OX+Z2A^4ce?Ilas8aO7*N>7aKh=Tq=cUjyl=J z3=aS+lda#8+in2^N_I48_DKm=(@X^@m87LGDJpwR;b5mMB0244Ksp zTKO14Tz4mc5FkL6Xc(B#H^xAow`WSivl>np{z`OTtit>*WQbp};j(S$*YVc_Nt%xY z2SM`QU1#vu4U_P8#xU5wjP#h~bS znt}$I)2^R7sZ>n7zPWv@JonB7vMU+DL$ux)`kz~C(Fth@|IQP10-@{7%z^=JFnl*8 zp@T6AkKmjJ4n`3QFe?fn6(Q;`;S*yt%df4Wr&yXJv2oR&Kz{Vw5~`@eZ9_bFo5RU3 zXg=>hJGsb8=+YJPDlQ4{%=MIO^V+)&nw`0K7{g*K_opTCkL`Ccr|$UPRL|xeG%~QQ zcyTbIj~eiFq^5MJwy!DHL({`%b!PA-3Jsrk&lXyduqdhqaf!_wI8LyIr@Y^(Y%a*|`Huih2m4?oIQ z)PEUd6Zy~m;JZKwd8@C3GsA=#t261rvW zU~H66q%S}={Lab{z!lLLT7{CFFEO4OA8Vd?)^$PM1T^F!tkm^doH;T%W73bdC+{?B zowGb8(M&zg*CEq@NMD`D>BY$!oAxLV5zoJ_HILQPscbzHovqU?3vd;`#)XU}WlXeO zw$maHyK%}SkiDp7%QQklMTL=9Si}+ut@|jVc|4QRZP<7#Jk;~I;M>cC%Y(ZAhpzXE zY69x|H$w?6pp+0oC-f2^RH;f0A@trMR4F1=nu7Eisx)Z|q4(Z}(7VzF1f?naSw63W)k6mls?lNZ_otpDXRCy_4gqn?^Q zS`jQaap(RujBrvvP5zKRhCoq`XNY&SF+4~Hnu&x5c={2SCzBBh3m&AGWdg1S#>H$7 zjz7cO&N`PqN+jx}kQr}PA7*FO-`H$*PU%nVcOv7dM;2bA1P+X6EmXr` zqr|dSK!3t8GJ}n1lI-IoVK^qqdr)gomqSVfPcY5b8E|H#KBIc=gbZXD;*4h-!Tv z64k!4OC3Jz0Fd(4&_9=B7gMV?$N_6|WBoNMMl|7cMASwV=`?Ld;yK}LjAG{=AN2uh z?2rM*55le!$Q<*uX*J#5xVqPJ9zh~NM4G9@w_$vB#cD>jHs71}Xyz;~sFnriUyeJe z7#x1|rDQ`U3jHDD%^k_0fq{Udo1Y~WpVn?)cb2^Gy}0@6^Mbq)JxbwezaibCy-K@| zy(^7q!)FZXe8}kEzC0o_H&8-WsK*$!GMWsAHW}PgOW_qR`tQ^A{~HA)s1)WpnAe|v z@%mxN{#&k3d4cTyvi{rkkxI8VXTJ{CjRBbVM38S^XTx()x$;8LN%Ovrx1}J>ht=BJt zyJ5n*4QM&s>-~FiU9mJ=Q!!Z6=jXS#J2plE+^rT@4Yv>SJzb=mENP6HUlB9t0dtvQ zfx0qm^Z?#n$nBbIVf_G{&M3n7JgBb~^aSeQY90;2zF zQAhy9HV=Ouiwf(Xpfg) zFKIGS-?YLF1=;K{jas1eskTl+#ZS-U_=!V-kyYjj8PK&y!_NFAwPo9WcPF;BNJ(kM zH7E%{P02?6cm=d$I|(n7mf5qEG;Zy+j3qAVX+4Yq5?knKejSihvVID~2F!wT3-BCvUiN-RWsizsMymm6~p)kqU zT%1b0Z&|C7bZC^vs0C>o^*E4&l?=0!1*4)t;DvqOM=3|1U=eUz`i~}wJi_;Shy?}v zeLvELg2+_NGON?U*`Ue_ZisAGfiXz64fqmQB8}Hk^#f@5gr1F=Qvt99J`A6_ZBx;S zOEym=>rcKEo5GoMnETvzwgC9iIaZOLMer>tH#MUo@6WG;*Ed1!xBLG@DRTA%d>wlA_-SYG zmzwo|BHmk5kC>jy{O%x1b3-fGjvk!WPP(@UbteMLo|okIE>w;`Yy3La9}P&EvCCO& zG2+uoXPv0=Nj{LV;rn;hA^vmYe_xwuf_5nU!IMtJ@8Y?ZJ))FXS!1^znzT)<^LY33-w{Rnm53+N#1&D^Oa*^FrTdXiAo(qM_#Ly(L`5f7CpBw5fJG({&>8UcRpa-pMc6W;KIvCWXUnWr&1}v|nH5h|Tgm zbZV^nR{uZw%({^*D?ujvjA{Lm6O07Gfl++nj?K7`i$9Y4o|u@-p6+olxh2~9+B)NS zFL2_OhAu5rg{;ikVpL$9h9EbY7*-(zZcgEls&sl~a}Nr*kUKFA*$CB>J(uS-6C*r( zqHuwr5-n;PK?LUph=7V}g-Ijp?&5aO=;`9eo~cO{Kk9!c8D@g0{c2hRSvZ2uumk}Fo%lQqePDmzg@u-UXJy#faqA7&BmJZ5TQoj4PJRVZGoDl$K zu@4HL9WJ!x%}S1C0_1Vb(zhQkKWFOKh1rmq7o?5e*b*!&)f(q-jBZ}_9VNgN3T3?& zo?Ic~_8s|oiW}(zFTr)ZedU0U-|j!Xwk)6*XXEvr<55C{3hP2~t)Ch8a;ejn?&lGE zmc6WSkgEN_vb4ip&E}DjXfso?^{IBg75N&}b2l#HSWr)0dbXtN*Pz@XNrGD172R&0 zq*f8S*2tYADNd{ZE*WLms>?*?g3I}es;lXsMzbb}pSvGs%4`-H5{`JjIR470xDrc; zg|eghf2QP#MV!n|yuVc6ddR8t{pFJe$ZT?C^9ema#NYU6NV{h~;)K5lW-m;MkJAh- zWSTw~S5mE9bhw7rh|+$GLj*Eu;GP8QQxxwl{X| zzI1lV6BfV`&Q*Gtxuef(EzS|2rtfu;w#hsB5)U=qPC{#tQ1%dA_D21of!hCEh@Os-mMNe8y?aJ78*SKJN^FG z2dW-d$1j7k5&EZt41+~C1)Soa*dDwO>;7J$NIVaj* z`B0yjB6B`Ifd}Wp3^O@IR8pj!{}RS29M;8Jrx$ij*I1mwo-?A!e&NG4d)-!0OxbGrDw!?)mZppw%I! zQO=G0_Ig^=F+xvNW(kwn*Gp;r5^yXuUh%6V#zy!0TE=vo7Wf0I0mTXb9ozXOBIvZ(AF$bXk_ zm=0R$y2?|JB^EM$UJx!y^ljIx;7lqS2DShS8cERE=*;n8ZxJ|_`X_jb}JGKzB zKQrUcJjp*;`wY;x>W=m^HQ3Q;!qx!!n;y9n?eXHD9A#`M?7!w?zKZI(c2${0bN5g*bb(prU;jr9ks8DFy~aR3+@CRw;}M(jZqBY47mnm5@1=J414*EgGg ztRJr8IkQmAh4Z4OuzK&L{>xRHYr5g>U>yNw;$I61-Eg)?fL0T;=mx=XF|%|gWeOU< zg#{NvY6w<)*B(p?>t`IcLlU0@19Td=0SR=(B+V-zH)AYXHPM{zzym?WlkpDui=G-z zn^KSx4P*KvoFw0G1N2Z7e+}n(vv&r+T_}6^0DdxS))W(sbWR>>>+s zY;&8W1;2}PaJX9Y`WgXz|M&Zs!M}44Zb!#{5~1Cw&JY3ltIIVgvyhfWS+6u-LRSt+ zA$CJKI)N4;rDp2nk-(nIJtX4f7lDI!p&Jf9Tbgh3Y8Zi zZt4$2+MhDF-rgYfw!e-)3IE|o9`d+|eLl!zrmapPm34Ug&F?4IOD_gKl|244$9d1c z>)_lU(VWEEG5Aj6ONo6%=u!J^1p(i#ong$60Zd-IqSxq}dS?6MjRPW-Q{aK?#3$hP zG(}`;UY$+NP~vX(;VWa#tY&tmpo`kanDfY|mp_(G3^Ln)Z=Pa*zy6|w4d+bfbpM_u zJ~yn*oPLO1gqcN~)mUcBxka{^3{#9(*OU_?sOpJCPdm(XWh}Ixwv7IZ$?->7wK>nn zX7t%K$yRT&Xs%tzvpWWaslG00x)tg^hod@FoaG%!r;y`bzBtfqn9AuM5Q)o(r!_uY zU15HIkM3reX#i6;#%*62uRs#e9;@LfQEvOh%J%ZnnHMDHr=s71T7cMfJEfx;qB4~_ z9O-dvbI*T=qX$c@Bg+f5Zk0LGKvmg5F$2R3Nm2UtdPQn{St)F(Xw|uq!+-}=XBkoR z4MLT3S%j>)273_h;j6PS0kt~0E18~VisV@8?~_iu0K6$#+sBNPLMFNjTn!`Qu_S!? z{)_O{4<9-sNXrbTU0yB*AH25E;-QSuUiPbt(V9pvk8L9?a~?G2OV1nFe2sL|=txbj z<`O2Ux0OI?ai6hp7zHA9v=R`A5cPrsEmkHaV&-9-h8y$Xt(3Z5U+Gw_KwK^jeOF_H zcL?=Ex^YT=2eYy$@f+kAA^ta%!-VS)Ho5GSF76ed%9`KaYMAS;O9 z)z+x^NWMlMQcH`j#bB?@i{l|3^)!tkyVTxkrWma4E6*WQ75l{mn96snazhAK1Si6$ zwvWOlJ`rKJ7F&TB6XissmTKXfQyB&G3h`Gg2M4v2ZeOCvIl8ZJe(of2{&+4#6^{~* zIGRUdJ5pn}a-hTW*E^Bj$T$;E$buChBvaT#>;xRWP|v~w$b;}|i4}Y@y;!5JiHX;e zk>e-3tweSYwR}FA&83DABB(dt!4)`K-hbQl7s$y}G*c7lOERRTdqiC$Oy9);c{Vd_ zl=xB2Z(mKlt3o~gQyLwt8C=i#=LF6@4HVS@8mZS+%gbn#Qc98@)uK(;XZ|3mp!9F# z`nvNX{EntxD2IMn|9u+vrBQs~@7UfyKU*Y!w!g(jEZ+REQO<*~Dll*{F%lQ@W?*C2 z)bbulcIAs?OombGf1ceTE52Vq!D0_}Chij>GFd(2(|s>kY;cnQT1w9QDZ5nU zmy)0WNEEfal-xZ`5XZb9H@%S@PHoN7?pKh4x5GGG42sozp>K}~Iu826z37aBx9=K% zj@&v5ek&d<8ou&-P+;_tv^i?VaVBHpjxE9AF1F5Hf*W7cc%+DR5o zMeUTrdM%cu{yL1_w;0cIQkdedtrEpu5veIQ1LgW!w_s~W21;5myyZpcjw!j+0qL%} zwqn9$oH*7TeCd)6jzAvxALx_mcYNtjCgrH2y}l4BIK1|3WS8^BDBS)%$VIqaWMa!w zqB$GJXV$SP5p)N`)sh%C4|7^S`CgfF=ZFf!9K$4i%DB0Y zEb*;!P_8Z4PUftUj!ueFR6SJ`I90rvEa^q9Qx9=-z*~!efK>8(eJq|F5LKSwy0Gcb z(ucyN<(wyHtrR&rbQfcf4i2W>8PA7t@SB$^8d`y>Hi-Vji#@uY>T;thho`QutsD9? zuFR;b$RXp8gkQd}rE}}GV_r#RdVLIcMPA?ke&?SZahGsXQ3!FYIYY=ko~0(4nm=>k z^5f+0l1jql8o$1Fl3)?bbeF$2GqiHTL|Gz5r+jRlRyc@dHnCnNs{qYgty}aiSHd5~ zJ7hb>Q%#e#sq&kh%U|(5g&laHji5z zRWI(VdCnvu!Z9**nviNl9T}*$m3Ek(*x5qG!oJ{E->s&Shm7CnL#61mAG;a_Q5X1{ zp3@iS^-6S_FL+)fg%-{$0}lRChlQQ}JXv=}anWg;-QkvarWJ1qpJb*xE_8_He|rM3 zjKx-}tPctEFmL{%w{55;V|IOOZLIF+9G_j&I-~jG0nJnP{kh^>;*%cY0iQ=EG|JHw zESujdh;p=$h6L212#AhywP}+3o0)wr6lMi*87fxe4DVkXYlULV)ZX2XR@scp5D)EN z>mm8>#Pqtu;a+@cQ8AO6-linu#v7Qoac;68Hr|lvFs$-hGpZ ztARXdmyuMvf<&-gh%8_xP51z7y!uH@2#46zG;%>8Utp4p#Lr~j{qLHx_Wjc@Nk3Hk z@;|P*{a$)dAS?Iy`OOS}wX&MN@J#MAoJ`Rpgu|EP? zEABQIF9bEcnOS+ALi(QU%O8A&-t)Y1F>@sfN(7puZ;yzq{dI+$RkLIBltS0Dgbe7r z-n-&muMq}CPs=Q}L_c-@`54?rf(L!F?+*1lavg-{~hM z$Z{-sr?x`X;Vi<$;tNy0$-WiL@p&)H<}2X}Y2LT0k%}IZbYud~AO7NB0>}AX^}46| zApPC`QJHdmKj9EMnQs9684op&AuQW2!H8i&2-L%q+i$zlmc;*Z+IdeT)~qG`_m3K` z&u^RV)4dw4sQEgJBj$6`|3yXq@-IM+NaO90N48oQkn#1bFj$evWLt}9tsaukq90mO zRiH!LBbe4r2t2$%umhq-$1>?}PQ!cRd7qbzBz0eiX+?U2hOSd5<0DWUtY5sJt zTQ>;^%_m88dE!}>Ssc5R<5P4{N^ukryk#p`uqdRcj3E|^>t<^ZQ-8f8cUdvQ)D~!} z^5T_AR}Im;i&kNpWmcJ1-7vSOOJYT6RJ6ofVm~Ik0ptP|OH!RoBux$@ z#FH5R)|RySfeXxm>aiyA68bZ?kuT7kiZ01svXBL2z?|h#j2&U$t;hoa2 zdcr(ZkNiG7%nq9~tx&D}ra5dxQmLv{nNbGKqUetf_|Jn0RXV@6tx2j6#og{L5wA&7 ztPoo$Stw~U0fvh$-It z!+>O4MXRE4VB|vAyW~?BO(ldZ%$A*+I;rgI{wCcp1e?my1x~)@`{U0#P1T(Xs{X$# zmo~3`tb#r5x`N^FiF_u0ihT|4scQRh|L%9@LDes@T<*rj3JSL*(B|$i=%rP8eRJ%B z0ZH+`-wA??iM_`KK0f~OxWwqMU*_a(kwCh;KF#apI z9Das5F!QE3^X+KWO2^5;q=NLIz`@c>_&NU@QVCSEkEF=cbh_Ml!CHZ}x5l_*` zhU-^FXbqbdP)Pp$^XZ-=N3Zfl>#Ku>uq~fT)+prWQJ_94^wwzeag-cXEc$O zNH9&Qn`>A`&6wdTG$gZhgge=cbc88BlViH)LbrvGU*95K+06r%i^KtVcXkrBGN&T7 zs&9`>rl7W02VoHA4(je_8Vw0R6`)2D@$*{)4~LdluiLL&Q%U7{n2<*(E9Aokma!W6 zU6Py8H=oVY`WBtg9K_v!Zt(3vt~^T_LmMna z9opO?NWn2fSxFlmz4FBH@wH`nQ#`hO_u}_RgviK#E$p$5j^Vz$3_>U$WRouv%>II! z<7vnxX-3NU>lFG1@+e;F6S&&dHw$o0)R7^F3gp7quTFhXqx|JvwK{K;rGAm_1IH;M zLoZcghLcsB{<=qLu^=odrMh6Rz(%!ed@k-TGxzmHiWa97u5MxawDw=)|FP!$&eRPJ$tp~*Hd~*MH=?%t)J8+iHLr-4Y+HMUiR;|Bu-KoYb z=OBV$?VrSygKug+KmJtQc&E7kXtIV!&Al_?-!vhL!~SpJdZp=lq-yhAF~aoD4t_t* z*3~^X1(tg>&lk)X!)w2p<~V9%KUTykH$BX#;4E!DvqHJLuInCk$g~mqbwP`BtJAwM zSj>UsAjQE7uR%vA8v5{n_yu6WW29cLk$u@LzUhf3lLghL)fM;hecmL^fV$zAt8e#Fgvy*buEjS3vBiGiNF$`i0%I`<@}FHw&sw6z)4O-tsM z>}Wa;vjvyZL`n2A+67_ou2lG4S>=k8)e~u}6H=}zP|{n$XHMD0yo`q4-xohKD$xMI zokiV~Gb^64*@??|Y+2j|S=3zg#Zp@>kuIY%O}_tj3Gj3BmXfhou@rrM*a>lIhjq8R z@SgegwWQ2fjC3E>M#2bN_XYW)8EZUQ&wNYOPVcg#YIheAAB zUP8_$1Pfn2=JGRBwpda{KHAoge_~`brY~QEkd`Xrp3Q(?==DbQ6vB}hQxq1hL7|B& z5@z5Pi-e)&j`y^PYj_l&exWt+NuzK7CWDD(VRriU>CJQ*|8Y!_k>k{evr*FPXtvvA zzgm|zH)spk3BpXeNwXx~XE2&s@+JeLw0K%VK?UQ5=j-MA&e;J+J*v$XHl!|XH6#?F z0MkeWPSTisiW{bK8ck2>BP2Y)wncx>AgptQTWhTAjmRS}#s!rpChJAtE~iE`T{AF{ zJixw!i|zj@PP_BF$!_ZX@+~i(wgiR0>*Z_S(+b!hitk<&zdl{{NZnd}Al{jEzAx3LVR0VW0`KnJg^(P$~_P!ARRt!|x!VyFf0sA5Ysj#cA!}@C@gS zqTu$UN5<5Rl#95v>`Dl`{>hCUVRW#sM#&`cvn+1b2$T!&_|4=&_ZI^-1-aw;vAN&>u}ELu&{k8tXvF6zC}9r;Cef&tGDb`pSp-l& zGq3lMsWmTAq`{ksu`x0u9l%{l1n*jmoBVUzTErm<10|eWIV7v<@8(!Ve=nsLw##Vn z8IG8uCz5V2xr$Qrvjkn2>&M4PA)V3RTYqnU-<+Yl2dYfUHZD#WZo|D3yebq*n^Rn~-#&Y%;NE5B5BQ= zpINsE!rpc4Qf$=Dd*uEKdmvP`*3XH84um{V_cwZrZm-V&z01is@NdKHi(!z6V$G{5t4U@&+5OM$_vM$@$9jQn zIvZmfi3AcZx)A5h-a2RcVPMK#oqGOn;<~7oO>Ny=SPmN>H zo%-sTg!!d+)9?|)NB14loIK?`BW`4_DqB<8W#T!l)6ZIPKUN6lxwl~*O#r6|6|Xr?^?m)yPeQapT6vg!n% zbE}7c9S}`5R1CDVKY@ZX5OcIVYShyeJ`_^Qwuz<&gm~O7N~8c(c{;J2A?0qfkCfe9 zTqy5*TD-I#LDPC41FL6-W{s+)EKSjtP_LNi=Ip3N2GfR{ta8KZ*P{Xv0cJn2*K(=H z7)Ts@RV&IiFzX4(IT3|wh9rsjTU=LAjsw%p4cQ-@umeR>z9Uk|)JxW5jX3GfP2&E| zm#V+|(|gTfYZ!U&=E&fQqlT$S8U?%S7X9o(Yx}-1Kd9LT8E!v@jb|KeEzqiQBXWfGwiAjpL%|bd8T+qI1j0 zDw8y&{-QPL{S^*o7SPRMHaeR;v7dlELV%RmkhE2RgPyw=3CVA? z_(2q`v`BWqpByorB8!8RritL@J^9+f1(_6->S+^HLjVKqsI>*EeVl=MiivtO0|$w- zUdM{L0~H>Mf5KHQ1&y2Lme!T}e7t~ZdAP(cQ`9)QPS;upJawV@k1r{hv~C&wE2f%if~j%%u( zTyae$X4s{X>X5eCaOW7khzJj>F1U6%W3-lXWs`9wW!PFiBm`2JT{2|@ zrDsf}w3m|=>mrd#nIW;2&y%fMfj(D{=(VWFn9t7nXaTPf*wrFGu4irCgHR>-(bPag zr)P+D5j7FRm2b9=$0)5@TL=CRrQ})3*FkUX&Z+`sf>DJhplp64#oIGT0{O0DVDa zS%vuJRFK29eD6W^*ZJKG_n#ID2SK+3i23}iVHr$ z#^u;OdI8_IaXYP2+OnK(g+t3<#;8&oBw)aWi-^IkLT zI?C4@S9_MM5h&I|31b`n)*3B_hxmF95M(G3P!XveVv3XGUBUfgT{3?GlT74`W1-2Zxrlzu^UqIG*rOm*DNoG)r9 zta?hSR8_#eg{r+b&xST*)hcE7>WpiE+2jEo+iL-V|Yvc{XK9rSPXXPgLAuAW~u>Z!_PU=GCP=!zLcTio&lr}r;C!%nGi&XyYiBlnS6*gQbqu^ zwOccxaRi1+rehWXYLVBk>qa&peVH){fjYPH zAIJ3Z|49gsT6n*yC^qkykyQ#sOsz2H@t{^+w^3 zZ>g;EYisY-hwtJ-jdrJJ{x+6A%E0>!25H7Y25tO`e-_acJ;C%7lOPEHoF8;ar*GJP z0+$Xv^SxSNBU89XL0WSZd4#DFgy%p5wy}&1y^}pvwtynl--g!&fXEwr8?p8yJ*t)gy zM)_xv1qM?@rA9D;x(cxA+lva9j`5|-GB(PMF4g~%P-{E+3~gouktZcn7s$kpNq+t2 zMC3e`Le}7%U+1h;V_MVZ+03f~8Foygx+hGn;O>E7$M4JVynpg)8<0;-+^wU^6`qzh z-Ctz!D$Jd&CeDalO0&eqw7@#)(0uv=C8a%}u!Ab3WYjdI`~8BAPCU7G5sAQdE2Aln zhPKT^1q*NoeIK+rp&|%|#Sjgqz;gIwm&NmFC8(RAbE<0(Kw`Ht5Ok z8lSYiII^yJ^tLC_u|~_u{6k>7!I>^me(ZR_v7xHEMfBmF9d>C&5(G zW$3M_Y!0bTCvbb!ho?}|Zy{{g(zgIjBS1DL#M9+;o=SVSgx=4~UKmU^*D%H}-EX8# zx0)d$tjCVuwC33NKt!1I4*omoVn>|CnQ|)eg8^73#|Y@kChUH8ff3yeb-6&aT2{A( zM7X?vCO@`&-OjPz<P?GC z_pRSIG7B*>T)EF1-}i~4)JB1Zj-OUrjceaEd1&7z5a+@0mUfO`hXko6*0<4f_bfXnW7E_2oTm-g@;~c2y_B9yS;|wkDB33Ba)y4)a-xGomjyCaJ$#l z;t7d4Z|xvs3qq!Rx<+N`D=>Bogkzt3K9sZ7=s6SAQAnWXk@TCaEkk?S+T=vnB)<4v zLuohezcU^>87}7DApKG(>$Q(KQGip}Idi?quq^w$?c%48%K5TlE>Z-8=p|5}rkUZZ z<%XNP926Td{8%7XoG6W)KBMhO8@Lout?CgBpj?PU5Pj`90qwAgp=HHw(4v&0?H zf?q2D1nj_){46ifpgJ;jS8H6R7%>?xBjKX0S(|K> z6vn^JAuy*eqWHWLt*@ewnXIEd7k|BAYNk!QQ{!JTo$@C=;)2IYPE{UFn%boMvDfPZ2FWQ5_m8 z-2$c>&pMvh%7 zg(%P|jDLPiLfnRzULquNbd@vzRtd9NMM`*;_3bk0Ojoj6Mz1i>raKW3Rk{Dc7+6vG z){$V*gjP)j0i6sI5YqGOUZRXQA26fVP9->jL}aH!g`)k5d>yrPZi8gMy$}7w&U*rH z0yn`TZA+yfh~QU+X2E3ifqH%CvO8}4jO#|8-VIAtr7X)N_uGpq3FRI3%NVlq z5< z_tnqPcIIRq6%dSv>Ye75vcCXX%zG$DgQib|qjZZYQc5!^%Ga#kyVCtjkZPtSyZt1g z1)p)j`S0Y)i*xYD$9sdns{R#)Kbn7&)@4ww5-d6lW)S;N|1C4?wgBn> zH_#Sd{hza5^=$HdA9J~u`3d~}5U`^7`a)j;dH*>_{m2$k6``B=PVQq-?JX^GK5@jv z3uiE3wuWltJ%Pwi_x^}7=7lp%F6e5wIe;lGj#`WqPb#JfzUJ;YDI7BWFPw_Y= zY}(s;?0my%mYd3d)~TjMQqo#c$k#%dnvt|b?UglU>T0Ao2&&8>6Z9toI%=%^XvC-X zHcK3b8FbKoPLotjsF}*%_J<1t+#GGXHt_A9hZRWnQS*y)vUjEfd-ocV7hC=qJ^O*nkcC zCL=5ExVO3dKBF441X|Lvu+nbFMMFIs($L3KXLKos>wF@Hr}*iI(~Hd(cQ6l7U_)`Q z>B|iNQY-KWJ7Zi1F8W=>$=$c+dZTuIL3&>Y|MucsrkWM1^otkU=1PEG6j)%e50p}A>#X1Mx{$ZQtGPV%jsPk;sH?; z=P^3mZ@gbl_+8G(;f30TJ-@H_PF`KCRowV6)GPP?$b0(dpyiF*zs5LgkD(_8q+=cn zbz~|I!?`LN#zJrL1gvtuDTg-j-2F(~6Lg*hHoNfsSxUD3*@(+NsL59@m4G-Ca&B&= zox#PEMlM*w5z4haW&f54U;`jikA#dc;=i9}0u$)$<}GD~{2g|eTXLUXGRzwt_}=%! z1-MCgvJc#nfd~||DfT^kps=xK*Fc1)wx$0QL3P`~B3l1PV`z_}v?kNr(j-#qLM`er zmdN#AtBRp88SY5OzbQL`b68Z$PqD1cXIGy`~uXg8Y3 zVuRw^PS-L_b?w*IdNMTn;le!DR(S>RGgPkT>8bwvk4oPjv1>lmp{QyybfSbUo#MAv zBR!;mIDR<^sIP{;QU@ubHL_zKwLiQ@z)YDuAvEE#cp~oDx8`Wp%n{&FD?BA+jWrL` z!$e-w31p%|)@M(u3|_2Caq}WolW$@5gvujrHEdE$=R^wsEmY5l4{n0SWZv5D-7py! zgn48UVdtT&aqd>ti>wU%>^(0J_!LVi$+(O!AfU)ez{zp_Ld-MF?v4nE!&!UXlrOE6 zGszchN@dDy!q*#IG`t=${QT0L%ju4{Qcgj!j+vRlW3D-4FMx-+`-_2N0}kGGNi+2V zZO!QU2{hQJd!tl6;YpRKsAx@jxL}62LFfB?o^rvk!e^QkR?hJf$m%5G$PX&ENt2CR z!xrByi5P3GLeTxlUm_pgH)PDj*`+T5a?+{!jOR~+IN4m=KR`7FMt%ZP_>=odotUh_ zVwC!kT8b0!W_l~35EiZqZ78CA01My>S7QD}<(-@&ttnCWQA3i&;ywgnB*!8M4wX&U zvd>jnaJl%;XoURi)t}a`cXZc=BOxoAu9&2$Z6~f+-6<|Jcsky zl7J{X^Ol-46${zko519P9Qi;#=*qiJ(`MlpZm#7{XOpiMTdP?e8dAL@6Ix^#fh75> z{u$-`n!Nc7{yI_q8}prsfV)n5=ic`_Q)q|lSTixtGR4VEPK*(&CefrM%D4aQL>)cN z@nLyzphE>n1@RT12DsrhAK#s z0po2~h`lY}m|OBzy)S+>Wh>wRzR54iX`n!)E=~9LuZ90kD?9$*ge>qsl#wQ>8LN-B zOKiHuIj<$F@}Dix3_U-nm;PM2yaF6ZiL$CHU!u)wT3W^9_R{;lH;P0Fy}g}|k{gz* zlwq>oQCh@I`_L$OD@tbq6z^z$MebmK2r4+#ZjQ(oTta8pI-UWpWvIu&R9{GgTUixf zYD&=F>K37uZ9|-t^@06h?}?k#gZ9a|ac4YXN=I^bIawX}WG6|W22^M% z$)`PnQL=l`t+MN)!KVfAJ3q8x`ld?+<$9nO3d>|q5o*v=BO{C2*KbpU`SAsOu0%`p z;1f|&fD%a82pFbInEFOBva%B>enj^`8z4dIV7buHCmc06;&oOGmx)ICU=LQ=Td z(JlhqTw6kEcspz@w>^-qXdv$u0nLI^^{bY2WvApahDXC>gxt;7A3qxm+#;y8;+X8^ zZe+iVv-(_o;7JkGTH%jZ(u=-1)h&&EsiBH^rYfo({v?(R(#t~sModd+uf1#iRf#(y zix2NGs0)&Gq<%n&$X1sP_1Lj7em>BF{eTY+IF4-RYUH1cW#S zT`NGQd1e9+a%QPEHsgyMf_u%xegM-NTNu@$EIsFA(XAZ&T_7uy%&Cm;sN}xK2{JOxmSmle=`+9$BPwRCd#G zdnwOSNTZm4IWdgoQS%^fsGN>2(K`#W&*Zey2?leWFiVy*pwvg#Tz$yDzw&BgnBn#6 z5Z%%&@J(xD31YN4QhRPqt#G$Go~+nnP zO%k6|hg|Mg3+VPdfKCy+jKZ0$+FkmEnLZAOjwVff+^>iijTOW{X&It*&W(U^i9U?` z7OHB-K5MQGuxCkG+}Y8IQT6=r@9od3;P-k7cf2ELgJY_wkeu+=hJxF+t$;i7wP9zVJw1LS@Da!11Klvn!$&KtKO zSAnIXu7X?cr}2V#g`Lr(yPC~b53W+u3^!|QPbk(`YQqJEPNjnjFWnc$)T+4_sA`EX zxbi@mXQvtC*v$$6#_r;q3}3J1Ux8<*1Ot|+P3MD+c8{=MGL~Hrw+QW90yX=f!nxc^&YmN*f`&xxu`$ocJw0>xf75z7Lp2os<(+XK z6KP^-Pt;}>;Bf$ZK0>gy&sGp>vla7oc7s@PvnB-_TS)T6+cszQev52d{D`$9tN zPS3wl#A}^nkCqKi|vvX+iYY-mW0y2N|}c**wZfW1(e7TDJM+$)b_8&ba$@ zKB9-#fE6o<9%2H#$JyuLJ>5KOd)4w} z-3*Y$!$WlJmi#z&^Zc``R)ZBL4P8!d0@3y}HBJSNgVj)J<19F#jf?yLF{RZ0ufmcY zsV|n0`Rw(}mXXG#59`yn_P_zX@*Ty2crk%n=!sWL^WYRAz}&ACjW?5Y^y3{gITCKp z34b*}OTQB58JBbL;Un^&U(Xj$)VG+d98GZx(o6Pw^?+Q1CuCFBA6Xxs0wTT~7K4O3_E>0kMACzPfFw=?+!HC@7FoQ=?1#XD=2ry7#>ij*il$BqR z*`I(#+odW;W9*U_)k{QDNog!&MKZ-0pWKj5r&=Uo^@vy*3`qRz05!|@uPy;uGBz}n z^QPKjaE)oy`V=PcyY%ldCWq$Wk@8JAuQgJM&|1u}OKQ&@Xi!03#Awvvawe;hCr}>sAb4zs2S__fR#zPKSSU$Oy5f6D>-|8FO z!lcvSZj$;i$E^qYR^%2y7~o8&lbd3j2(whc<|6&TG*zybUAX(FO`rbU^9eW}PvNl7 zAN+l)I4f(T?P#vta|nDSk((&Q8dFi8z089}db8%lnTjQ=3@U`!zz5P}65lg%F%}U( z{G%w9uQKP(h-&xf-HFx5bx|j}LLGvgH0#7Id!?yOR-r9i3#PY`Jzym?5w!M0dcU?XXgAq3bh>63K^DzsD@Rd*22OfAXLGAraVIIy{Syny{S5Hx1 zcYIcJM%cXquevM21r>Un8&_}qI+_pr*KHkWhA;ar6ZgScvktrhAwe*iz{?E9s?!l< z!@lF2WP;%sUV0<)gJ>9!*@+V@3hp&lKJOn(N1XHW$;yxYsb^%{bFNsKZ=}KExyDmp< zMv~dPMn==UT~ zy3)Tt--GxSaeD9W$p0+7+j}(o`|HV9cDFCNHV=QTe0`d8zVz?!av7l`YP})&f3fw} zVNHhb`~RppQZ{NJj2cP|7>$I$q)WPEG}0haf{v0H-6AM3x>LZ>-O`duN{WCWi1pk1 z^Etl9uinS~&;ERl=Xmbj_jO(8`8rdxc}dmNRU+UsR%2Ymt;aXa-Q-Ph$<% z)d+Lp#dq^Qu?vW~!acoLVECz;ZgOUEasVebWfT}!OXr*)NTVF%p;k6txcz}U$9&I& zlU7uQj#|6D*7bzM(I=3r=}y}(a?ND5vL>yFCyZihh7mGm?a-X3x%fNvK}7J0$(HSWu78apt)n|&%0E)CP|na^?dI9t`MIPh>q>;d0#?sP6K5_lM?qjwMlugK@H&ve;TfnoBiM&Y8I=`3_#z&eO5|)6M=_eUTS5f<@w+U(HUIVu={_UGt8c zD~f5OUX|ogm3SR6Xp%Mi5m83c0Sfm^D+@D=^6Eac@lK}g;0LdYi2?!PZQHMA%cyVn zttHyUIu0AQWNLA^Ro$^QNTsa7dHu(@BJ!NwJeqS zA)4VJ{Uq}9gDcq1F4GXCbx|@{Sk1;ePD#ttJ%%>&P3quE+*GSSsT2J=!fq)xL)4R{ zWmZJ*mW~qdCNW>UipZk&ehPC(DA$Q$|W?=^)Yu06~ZG}s}2ql(9ZyV)j zBc`h;wwh_c@@29$u0*7CWbi zC}fVCSp}Bz*SXcJTS<^Q5nw%>ux)5DNt^;sJJHzkY=JbAB4v`7mS0Jb!ZYZYbm9=W z4ZaO&M*p`~?AYfQY}zz@Woaa}SLS6o0%HV8RI1$H>+K<$z!=jQKF6ykd$_sjg9FUb z#*;nrxH+P)F6Uk^r>xX!A|c8B`cI@~m?ez7=&9S3x4tOe#>WmJlfLNM-K(?gbnY3~ z_&T8yyJqHpOGJK6zAuQ{|HLJOjrpwLDOORSsEVb2pGEg0P-Zk>E{pOEIpEU^ENI}3 z{+=(n{rnG6Tufb)O@!vW1W6iznnMdIUvaw5D|h3qvTL6L6{=uRQI)SG2jDx@QL)Ny zED5>UcypP|K?F|%Or#u8XK#K4wenwP*3vXDPs6JLuma_3Kkd;MAPkb4b(x5?=?lrPeR99Ao>H@(hpxP3Xp|{!u!kE@%WD1m_X_s8P)_=oX#jr@ugs3@w+^vC zqh75`gdg8~Z?RvHFuU;_Z5`&L3+`~k%Z~Zxlh77^Rg3{QSiLJmL&GqRpBR9Labm9mGl>j| zplKuAJw4Uo1t!W?VEG{j;h$~f15^5ArPGJOXHGNa1`qKcfntMc*zgar#Esk8H1d96 z76qm>XfITUxmXXhYMc%>4lQd-8S#X}`89xQ$wO-lN{?!)@8=SKsahrvG2j0KRazDx zLxm@Zs1GdeMl0oC7ENos3|FIm7}O zpogY%`|C{Usq5&-3|%)mVJ7C$sR!Am5}COa$n!0%nk{une>SQKOWLfH)EiU zbf*}4VpRbl$>m@VHt;#5bvBq(aVs^S5a{Fo5| zHy9kj#Y;{~{#d5^reNCedF0FBpE!p{7nS(U8ft~rv!>wyg&#}zlAV^X@rf^f{uUln zp$guNrW;Q?Ysol#Oxt7+@z5MYwK^t*@_DykB0#~ZL>0{GHG8}InSh;$LJD4D;LssQ zx%mrS!$m;~=cLoHc!n&ar1(%1f{%n!$j`yeh(JU6&mxd!H-CATb$=g8#{Wqh5u756 zY!JJ-{Ahdi@gmo*->Z&puOWi|3KpF~gFN~GuV&uhn~^a5}1 z@u{Ja$+gTK8?vEnNn3rOdnupTv_Ft>=9n9G>Rb={m$|vTugZAx?q%T+Dh_HZlJ_1X z7ND+?3ehiK+Lq@AgOsn$uekI%){%rv1E=Onw~bn2TwIl?YdgM{bX$cG=Xc>d7NL8< zA%)fRenmyUOz_o)pVH!l%grNejf1TGE+ST7(h}-PTP&b^ww$DC5_mTft+na~!A*UG zf$vUxTucsVhnALaTa+3?e*<&R)#s+vH7?`Qy@@v5R z1j#)^KRo8Pw(3{Jv3a6zK-_x)=>;9k#Go2A;WD}oh6e8Bzr(g)eg0f+zD@8;?+hz7 zzcQu>&j8)`1TxONUwYO!^yS@zO=E-wU*emCT~kD|NqoLs66u|dZUU{ktnIekDJGdp zHz*1~&ywAeY0Oh0LcpBB;xN9c1xl8EeSG<9Nf%GfNVw#6J8w5~fd&R?Qn5Tgeiltb z#h&X#IE#Szo#cg)CFtYtyzi%bq}%&rkDkQ=8fzrDi}#OvNQ;M|IoUQ%3V%Q-qQpxi zK(gKcRDfHp51Q_x7Z=s@`Ny_;T$+WKYT;L7X69@%3ss|{5s*z1MUmc4q3A9pt!inm zc@!*MkTo#ut#CkJWfS|h&(+c=Mle;TY66U*H@?E9_b#QxJw^Yx{pD4LF@dP*cU7(T zUz`cBsZT0`x+KPLJ-&@TO>>$U92XW&9-`R)W11>*G|2Nh+ngjBuAzw_JncEvY5mb? z?cJTrN*<=hudE~lnDcqspyHcKgCeGEl*HZ$EDc}~{)?WH6hX?*cn8BRXKXdFkUmC? zdv{uF@*yOe3;4$4tsXQar~wDj@)lGcc3zZuN8bKyzO}Pmk4&|x=-?}ndcf~@DZ&AH z>Zhw(?^^#HkN28J{aD3ycOEY}xjZKe^`AWNJyAIM65DQlk7;zQnR<>f(^?|6Kv~YB z8rWl?XBlV8%aY>b=%TD;W6YH)m(=H*Aq`Iu!ER-H2n?2cX%47#b?C)evIUV3)M_fM z5V8|0YyTf9^#%V)_xl5b)Lafi5LdXLweR5y(V4@*ZA)EwsQw{{>o#pp0 zs&2q3O2^GUSbUM>Ap{}*JX`*XkufTC{mOCg{IQ3Le1j4TN1$gxe4W6p4lC)(!fZCm z0oO{NdU3Dwg!3ZSd(>l~WRot4T?GvgfLQZ=pEEk+JOvOp@5Xs9KjnsM> ztLd`H&hV=rwSeT2P(PvmQQAIY~oyYhMwbR+acBeDYG#OOY*eqtv zUd|FPbFyIh~jeUx8c$oXvw%mrX$#kc22 z^y0G=ZMm*%z`_xOEp!>tk_~MsHC}=ZY5;p98<2t1VJe&AXBh1u6Xk9u(``>rK^r^u zB0Yr0D?uH1mn`s|Vih=54{obxz`hrWc!1BZ|3j6zrViqA}ys)7@4{$?rfOaj2Yvz@9KLbQ1I+_-BcD=Li$aU z#GmwHZZ(-fQX~HK6P!(&M%3-)Wfqy$w7|64Cro5i0BxSRyJ5Z!`mUN*4giW#?zpr%%_t zL%ZHxLswy;>~P_zO65!ui}vya8-I7WQ{(HFx2xo()!6;0QI=0_o{u6sHkbvZi)o+B znQbk}^s2PlpuR^p$9#{70i!NCE{A5D6>}t#PYKBEvWyRIgb0OR6))}ocTDb6*i+>F z`8>^#8r-CHpUC=8f%wO2+{#iRGOquSm{PPFb9Hc`~tm@1{d!RLX1v zLX0x?*L##r88M5*(82{}U2?dr?xxW~&o3q*3nB)H5T;!55>ZLBitSBM5*D^Gnad!8 zTX1U6kR%MWT{hlvQVM7Sq|&RqsmCf6y?nsLMZ9yQ&(_9^F90rLo%2|konn|j%|6ke zpope5>)#L-_jvXz1_dt-($VU-ZZA%b5(!i#`7Is%swhh(`VVu{+s%LbviI_bT&B^xsK}T+@g9>sab>_6>S!kkFmQY`OCytn1sitM${r)CvkezJF!+e(~*5Q+MsHFG9PFrdB)#j#>{h5!Dfj zXtBcY4-0owXbAU=fy|`bU!eN(1gmmmA|#(<>(%jl@*bhQ`6AH*H9f6Ik=DIlDyL<% zZ`2dzI584X%#;5C7cBhW3|U4a^zOHA-IA%h_X==h73(Tf;DeDTj`$CD#>-T@N=g6-$ICt{T_X$luMDfP^ z4EQM7FK*9E2TXG-Q5IM||9p=E`^Fg>BF#?>A%9P%kK&}H5)McfpGI&qac0L4Y-~~r zr&#pHNPYO!vA!ue8ISgwffFqW2R;oJ$`?aybhkbB@ zMU=SuT2%_e#mPg#goQm<6OQXXzSyTbAOu?gdF5>=&j0w4=;?-(I)=}ZvT?eD!)~JQ zXn8l*%2cd@p`Zc# zVMUBLIb%~ga?>ny6pBVNvK4;%OGFo)uil{E7_HZEtrV{ia_~fu)K7n@V%L3oFI5CP zKt5OcX9yLSyE-&v<7{lxemrE(@I@h9iA#uy!DKJ}-lKOB$1vli+rb-7g7MyhPR*X> zmndpOjb8dhermITtWo-$H$hFngsf4hYVMZX>^<_DA#kRR`3@O5W^SpvVHzd?wzw=? zYc2W2{hTn+wRpNXZ@A@b{KyIPgVz^(gij(%!wv207lIUt_2}(+UBDl6Alp{NDPu)b zhI+p3^;OVbXFi1Qi8EOvZ&!~zOvZoz=BV!5u*qLMc?6NGSbaAAt+eMJH$US1^ewF_ z2aI|17_#tuCCKTvbWcWub}IU}aFQs&c>ik%&LzsjWbzDD=IUo>WNB`w0e1}l7e!DO{FG+*BHzl*>n=)1Dr%m0$%ryL-8{~&LET{SQAIO%CJ zP4AR#R+9RyDzPc012e}9-I>YBhW)I*ea20c6X3)83||(n?gWh*)%q^Q-b`k{`2kq* zL%v9GinXbk_&sSmSNuA&D~)Y7b=Vc{O>ZnXgNlStI#@mcyS+-ST-^sgaJ&bVhC{lk z3!_q>Ppti!e$8{fm3yuZ2a@@-`#cTbQBm*%T$zpW@i9JQ$U>;;C?^H=OoxbXly?Yu zkGc1hV?zJ5f9t=k5K7RdU-RG#60X~~184e%^t-&c#rsWH4IU=lC*pVZXn^l}O;8&5 z@%C;Esn%6s0P__}ME>+~|?YOXY~SDvUYu?_QijH<+;SR}{q! zBwA|9naW%#w2bO{mAt~{xnzlSX^_INjENAN+>1;yZDt~VaJ@1q1Bf%&-Y&i1azU#s zl+SS{U5zjRABu?BY7=f=jF1F5<};p&vPY^NydrnZ*s9s0kwBP} z%P7W9oQlxLWODuuFdB4-$Eqzn{G_=l@+HE=fM=ZTb*JOI1-LiNE-Mw7GFZ((AP{n- z3}K_c0HrsV$;RGHF~$a2&QyorW&7P&x|UQFpX&THJ(UbqQh|}UjAWs7BlO!p3zj&W zfHcmwbor@~z_V)svXZ+w>uHbe!3p=}URqs9bH>p}=)NW6dvY~LbrfsJWk1+s|LpW! zy{6MHVRC64cjJH@oB}t&+7F3#Ts3c4WE~aO)L*OpkR-QlUKHk&w$1s3JZCP!Iyw~i-P^vWFtfA1>GqWuX5wx-3Jp4~}Aj*Y_wKR+p!HYAXw%l>KT6DF1FDPMF<7b5Ta!~=P1 z?n-hOW+vUrq~i-eNyVC>_7im)#>b7{syumRw>j=wKvac!7X2~?%cnkS&uiHER*<(^ z;1>T2gQMu|8Sk6lce)8CJvg^*bC!c&R5t#K{&5jRB|vmm&cfX0B;9_d$2u3-gZArv z1jDNZJ-wUYo$OpC$E3lzN2~~dX~K*2(Bf5`Fown937UeBn1dbni9toHrkrI@egNnD zao-QAx`v-azbCdJ1>ECKc^=VI5jd=zFVVgthVEb6psgx`yw3%&a~W*o*+DkP?_$&( zerM98!G*y>iS{}r07*s`@`QcV^|s54plWkzL%@Nz)^=3hA`>8vUflcEF+5fCo}}Re zTk-m;M@(o{8|%p6RDP#Kl)6pEuTDT94y%G2VPEYV4JgNN?#^o zH8CaCp+HG>%!^<*D9fr-RBv-FJw1ga@pFntL1tX5yh;%bZzwy))F+3-kx>XBVn~Aw zM|2NDOiSUoIU)&6XJUrRu^15~U>BoeP9*hE4q+K4v^V?G&KuZcMz$uEVwW`P3H|6W zhk@JNMH$p^Ck8HXG}CjBp^WddP|ocE=YnMifF{2Xu3(nx=j+cCf0?p7O1L&%oyhf! zgL3D3^wUd$cfqn*#Qjn}jxNjal*7H*(T zc?!WW!yeYSnYQW0M{H;6CS)r}D-2l#=Lg&wV)SP+*@bhv8K1k`=iCxQvTE$K)ww35 zICIOs^*V?+Jrx>pK$PCb``_d`1XFWBrA(Ps1FON5YYhHL<(;I5laF_$#Rm8FzDwh+ zCqHxNxv%Mn$Q-lc)?|m*1&x=tq(ye@!+2$A`?;zt=(uN|WQL z$ZwMSrTVUNq4)jNN*bmCk8%pu@XvfW5g4vm8*T;|RX086awsL^wE;y_=x+I~Y31zL zX9bjT;f}@-45hsDGT&yb&W9YRjC^IW`D8Ud>&kWE3zt%t-89z@=%HMTpn%53L%%{X znD2p6vjH87`sWxS2gZV0v4%=dB%*|wyg1f?ZVL0vTXC&ox4ak;g0?9dkIk2~5&8ss ztT{j*yf+|7MZ3R_qi(KbgAn6`%>H{Qghx}m7MJ6W3n^`Eez4{8r@aZ8+3gCj3Sp{ z)EkSF=k^6T7q{jNcfpwr$(V+*5w4c=mhYEqmnA?%3PL?PI|JeR1ywoh2Tp<%)>yob zSMj$Y9J!{RMpl*gwXj+bbr6gW!m`wmp{XT`S&sLLA%z;o8cud#Eul-)i2md#CY6cV zpp@v21(KaY!GsI9kS(lBh4c%b*#TkVJ(?T=yh+MYfKzp#U)`OMMjc~EZ!XeeH64!4 z198RJMXybi95BE*jnWoALQouqEEt>qq%#kKN3dLfMgFk|a|{2rs(&>bD=wg8I18rf z7QvbUf{HhyYrDG_6bPy3$AFYiKD%0&*7dPfm%_$tSF;e|2cXUc3e7!2Z)8xVbcgeU zb!QufXZrNK5MGppd$kh0!gmT( znCQ)NGjOxY;b-bE=Y8S_la%UcOms+cayCcr-bLco9LT_+`vBWczgOon9*8iZAOiz3 zi|MsQeLD_7oQ+j; z=zH{CT|pjE&N^oiX9(J;4&09^i-GQSVc%lIffXE%9O3j9jYZS_a6l;6ju+Lp=Y(4N1{Sx8trRSC<;rbQT~j$L=hWcG z%pXhTWRZ|?Pa@RkW0-u%v@x)|lI^1#WO$`(UW3@C7=;Iv#-rtxN<54vfdJ)S6 zu3i>22@0Ul33zQKVWv*@un$yPzZ6R4>Ahpbe8l%L_RO_lrKsn+t>Rr<=;S$1k3*w~ zJ8`h%F!vcngp$D+ieEO+5axNirNsL%Oc;s#*RE3NS$)db42#HELkst7ocQFHhXbbYlG@uFK=;`E{*50%NbL>=TdBJ%`b7x* zR8<$LHi1xg98fXn`10E82MK9%Iu%$#|FHe~n7di1d>}KL2n*9TPVB90QkJ6_wgxHO zPL=i?80lP4OH()Aa;m&>*j@!s*vG59`0r!Fy6+Z4d094b5+yw~Qxc(tEG#yCYN?qY>VMmFRSFlI;S?d z59KPVU(}8zoRIqm^raon{3(oFzJ$o#N*GPYR>RDAb^rNHV!kpL(pRCJnh0jnZBQEHvEq@Y8ZMasHQ+}zH20Kc6j zEMbi0Q|$`0VKsWxh}=2AJ-r=%;i}RYi`5~aE1H+fVv_HR(`w=iFg2$-9x^bbt9r!X z90i@9`@|6k-7z6et1DoYzl%XN4UJez7|k|MAD^QZ*d`FR@SNx#s)qocN*!oLNOpke z(q!W)u?eY-fmrDxeS%_9lNqt$`jWh6xGBEYai)*%VCD$Mj6h)u)6lI}s?R14N!%|2 zoicOfg0 zvTEx?x?b=-dG+c>MDw}mpuW`s6B~J8jr_wWlwy<@MTtgWAQ#Sj9|kq zkWpP?MAF12FO-`;BHvrJu=6sAKu4gP$?#A3O51#WIr|C`77@B{rfIJH`QBkqUp}R7 zls%Zwc1)h4EF0@d!pCHkFe^f<>mB&>QJB+Y65}1F8DBRf>mT3qT5G&Vy=0}?=@4}cgXAC;qPYxq!feoUy;mhQu=|q9C4}zHZH+sUA#H$IEf=?{xWE70{}a$` ziYJ0GK>uf%>4g(+kuo)Tnlw&(9<2|`iqkU&M@RPcj1fJ0Rp8J(HR=PMy} z3LsN)U&LWqJ%J$+f{9wz>Uk{utn-hMB;Se6Tmq*n(`lu{)R@(NRT%Ky5UGftV%GK~Uuvh$S z#sSiS3YEkHq;TMnB%HtRce?Cfg1W}``SN)~Pjl!y#@!xZya%G3B1I|9r_@5WvyIhZ zdYnh2yv>I`7G@KoKZ1LUyD2NXDR1KQ=%Q`w`8BO^>rs^BbuZ;}xdoHSUecBpi~U1{ z5YtXdqvRlEld7TvRw&+Fo+q)viKxm~i3Sso)h3fDp}GEk?y3z7WUNwrNw|x7H1(!C zW(wYt+iBKD8z8IZ6JTV<)FooHxgwItf4;S!_EywJ=?PhcG2m>b)Psx`A2+S0f+4_< zQNnI>$Q@+ zd^S6qJ4f6cOi0z=NKZ~a*8~`632>-t3+rk+lDiJm>yeHt)A0}g?PlgwS)=BmGGB!m zP`RbY`qV2Pzc9d8els1Zlev=8McV^HM-6yv5U`Vq+-)%$W`yI z{Mcf$1N6=^gT_*o@G2FpGLhw_i3sqheL}b#*6g5-a$p=`ao_$+d1frH^W%bU zovKzdfS;6;cPy8%Q4w#FTBF7}sC52xP3JMBSCK@Q3jPXW`iR6fa-Pc@7bw zPdE|3K!~ZZ5sSubMg(op#b4ENB0?&kbU@>ic}E>>Q;sO-pGBg`@pVCKcEuA>11^#) zie~#!t(yd{kooIAfg}a=8`})$7i?ofWQL~(1?B|?wH;PeR{x?%6nV3Vgbfp%3C9nP ze(godvkZ$@UzV^5<50Z0c`Q$@IZHVg#wc$|ZdOlPoy641gJ+P7mdY6IhK&+N8G32f z#y%FSN-gFLZy=(APj$9k6qF30>c^+t>t;uZZ=-D1YAS39b0N?kOXlmRDSDpi^Sh<59YDo|pRXmb#1x17n zkKw-bsn`f;&qIS~C6J(ndl`+vw#sYk@UaICsd8?`nlW`Uv|nbH0%MJzZ6``0Tb~@? z!g9IZS?~_`j2qyl*J>~3qhOK=EBf=R|8L9be>%3iqWQVqj%F4X=L+f6fKpM%JCu7b zs`q|>|L|fnnknJx>uT$hy(xls<@j?qdlP91&OasoVY_emyqeNLjVo*+e&ez5rYS94 zbXTZoQqQzf&Z1_EXN*t;+fJiVGf?UPU;rJ`aHBQk(hWUeJ zhM!E{!U3OK2ZjN0iK%2um7K*o56eej2OqnBpO62XoqS$v&w%-<8RhUxN2Uisx-GsK z`*_ZNLx|U6Cu2M}+H`f|O~b8yWsrk51HbwpQDioUZon^6MS1{QZfN!bgwtf~9!7$GEhhU@;j!e_ zd)GC5@%D%CBaVQS`!a09Q;0yo@Y@F5bT$5!SZ)7|r63aGk~i0+6-|UQgv4z_mh_Ke z{qMfN4ca_ipqe-w#T*;VYsK)=7;=KPw`R9y7w$Au{{Axg`q_5dZkFY#&+%B4GRNjf z&j$SueEq@UmOWp}>qslOO4Ighhd$nL|7nN*e(T#`QmH4^96Rk`_RA`td#E6R}18kv_f632bpUt%s zL<%7`0~zM>l2v*gYxY_z&pf`{rI`h`h(f(?T-S}a)%Azy5j_^iLuyqGfK3kbb}eZ{N)gj3c1`>Jb9_;g&Et?^~tSo&rg%tS^s5k zJLdEm@?2){au^#dax0aKlG3g@eacvKQieabiPmL+%HKb498Q}=y)ib_2%riLmjJL+ zZ?43z9nfb#Z(*2+efQlsnL+hCaJP^h{>f%a;Jf+rX-=#B1$`BhOha*UiqU51c<=?I zb26Wic~b^APnXJ{CJR%W;F8b3EtIgjP0F=hH-}voo#yvm;-z*E?#TiFmQ;VAk`=~& zbSaF38~ghnwC;zRXIPK??|FR9U;0maDu0A)=PPC zX=<;C{xrl_r$G$D;U3x8^YBxKzT4yqLjnuZ_ID$lIyk|XCDv>4fz(E9yuLC+|Kpm$ znuJpNVqsQ5a_J3=+6krFqa0!8$MGlt6l>Nq!c2HdGQxzE%FxqPvpo9SY8s&O;=lDk z|6^HfV%5lvoEYrU>F3;E3&h9>u;uHv)>7+=0Pf|^u`iMDyNV5Mj2sDV#`^#04f3a( z!;3+s85??^k@_TEMY=nHMWo&4rhBQ6Jp@fyNQot#=TGZTLkQ@+EZd>qAMN^{@&+=J zYzLmn2A{)q589k@_N4p%0j%6R3zIrB9RueebdUZCEK!2zkOl{;y>;lo0q!)fJmps6 zWuy9pACxe*BI%wJr{s2*y47BuSv@E*MDmE!m@t_cGLFF!@!Zrp8k3ja^x)gJ{52lF zp%T99M1Q|{;PFdNV}!gjV<&HJm3N*vz^wXjzhyLv=Y4c3dtr&VWVzlDk}K^Nn)|Vn zQOk1NK*dw}QWN^b70|Aba6lKrh%<&MSCRz16+Hx`djnRiVM!r+JQwk}6oN1pvR8>_ zMN~Zh_muFLzM}hyTUnX1pQ%T%fna%Pb6vEyS-Oq~2^Xo=k+iM{yq0oRNr|Y`?443V zMIP}0CmmLY#*>IB-xyWAnfk=81s1)_Ou5QtfAy<|{TE zu+P{GTMlLM8(B#3Pc%PUg=>wLEoE3nB{Gm?S;P+xv9x93%3^{22J!H4-`_G~%)6x^ z)3!@U{)1WLzwGBe9bR1jGrF#p{NeAdNagvPfddk3nlpSTD0I<+31Bnu?CJtc_mQ4C zC5)9m9f+ims6tbi)ivxptzW(Tgj4o#FoJ@HKJYS)mxbi|p!PX?we?kQ+i8XmWISSp zr2Rfw_!pA;kcn{dHh#|s5#LD#AS zvf#!$LGC9F3fH&jEM)$opr3juL@n5s!PUX@QUc(W1cqrKhlY&g{WRsns&|)-rV{EJ z4cqfn9!8l=>L5my6z8`Y7d}K{?^JI>XX2|GP8-w1oOz~BW}F#QqxpjvRBP+wA4?oa zQ67LJMTZ{2nDjkvb9s6@K!0g&+b=}T8L86C@dGqE)Dp4O-nU&t+hYZo$SXBg6P~>? znaH|x8;>AJ=qoWgn>)1}hz>O2^S>;=_sIj^I8AE&@JFR4ImG-(MM6|55K3Q11!0dL8Klvf%3}$#|RqNy$TpX_8-Z>pccls z<9~kstr^js@N=CGc1vig=#KJ;ZYFLmHIX*>e!SC$S>X4xBZa(L8GG{0ArvxjY#sK; z^sV(hM;(4=(-0$TzmU;fdK5pK@Nf0bEb(F!3GWI71!c)R#I`c_>5uYMoxx5FduN7(5#21_JB>1Cn>yV$Go&t-3)uXwjb^>~xCwKG3V%XWr;hfF>H z**6ZMbgUtltXEtg;`!v9mHW}g@YFv1r-PA$#HPeo5r&6@#JJ7E$+S2D;U*BDJ}VVy zrZPcU+b+^5Anufyn`$E2_KUDV(~G8TKu|z15712L(~RRiZgt{v0}Toucf+4zA0OBX zcV5g^hkjptu$iQZgIAEEo20buv>5CFR&XA#WF%t5?AoBj#Ndaz1~MS>nlB^iAF8{K zB`B_GKk@!~Uun(-A>pwwe@C8;mJ%?+0=jt$WihYy%>XF7^!3B&B8#3UDRe0lFEEQH4`>cTU6M%WZ2N$MG= z%=`n4#8-d2POf~OaeyK0>SvMshL&VQ5%#e=*=3p5MNuyztY5pxRzw`of z@->-|u<{iq<+-xclwhdW*y$uZ{B5aW`^#(ZuA^Ffb%j-B+(K(~0=eF;Hit#_-czg+YJO*hC*6t74X=pAra zF(OV|ozPqn`8oM2Y$}_Hh=G~P285oBq2%mnnJb4xt9+}I*#VEOe6PV=CTwsNv6!Qh1ib!QLNTb%k*4<(-3R5i+aa@U zsmd9PbvIECQW+ZRtCFx+cCQAr&mI<}-F0q0WzcM4-b_6bq~49sf^9VYC&tw$^^PHq z_-~4`|f@@Iq9V= zn_B}P)F0`dP)#z$wZX`qZpa8U?T51+B{{p4tI6eDp2G51?Ck>1Xvc-`mX7EA`$H3z z@RvYupnqiYmmE}cYF{IU`ouN83zY$jJ53L^nkG8=*>N(d2>4(KeVR9Eu50br8O%i}Yi;5H})fK-^+FLMarR zk5m?KQT%lP*d#xYNDP`H1$;7~r95qCJHX8vsDC&r)yUWGd_Q9wTfYa zQZXSfkkN~kBRZ{NO32Eq><){4o@ zwxYsRWVS5sspQ|^%19!#u~Lsyh77jd7ojx`H=y3}zw>j)T98k;<&LH3`lJZ^bjp^} zQ)FerK1h(78-*?$oinBIU3eEZ5@8h_c0g_yFYIG!T1qG)_op>Do$>F@g2WrYN_F*Z zHXFc}MVjid=eYmDv${$3{GT03`M(J}sga`^AA`#R?GN#$^|CJcwlp_MQ(oLtdP(_} zQ?|+IDJ69&(ije)DPDsOIN zsBqa2{-MXG@@1`G$;qUWF^B}~KFKCxG|b8Gt2J}&9YHH^opX?NAMbasUHm<=hIU8Z zd8s?2Qap{3)fE~dmHE~B;DE#gW- z{%DgZSm+$MM)u+~kFC}|FL5qEG`W@c?iRo1Mzo<_BEM>%^jJ35Jc3*imH?(|ze~$6 zlejETq1=6!I}@HDtmZpvVgudk)uhnA{GG2TWoFbdQA%5LB*Ft@mQRZzE&Ns1?Z6ZZ zwYk>Upb+FmM%O-v_6?isONu1|Vev2_^Ti zU3*O@_1XQIo+Sw?$m2V_EGs#e@i;_D0(*j_WrT|BplQzo-_lbvQMnXR10s)O;3<66 z$Uj-sm;%YQ5TDHpOl;pr3%u+HE50EEos#F@KHDh5L+!s`K$w5z|;Co3kY<5?I^_e(xL{j~K*{DbYx zlimc)imDtX?6}aP2lm5@NJLTF^#(9P1OcLJ^hd21BIc14>p4t)ckj74BO7ymAo*p~L=uknu^J)Yo z@OO@c{RJySmR7hKsoU*=di256rvI&SvICtoxAZ`Ea?~tykO= z(y}>fsxi6YkqdkWp;t8f-fFV!lZ}MET72EhdZFtgMcT?2lpQtYYZ#HXd2vxxGn{Px zK?;w1=RjYBZ(RlH{vL`bnzho5MoTf4Q%0%{!)o9q1E7O0(0AI-Lf9}4la{R|g z3k+bouEhdMj=fi<<4PPBjU$w@eC&p(euw`Z?$R$R!0=eOo}hj|9bRN1N{l;>#`IpQ#2 z4@9bo(j&8($+1D)v^9t!&(wjE?e;lDiOUyCA#&kH{sl~;rkcE%51)uPIdMxnj(^CH zLaRC~(5ZJ_6NbhEBl)O6RLBk)N0C_%Oai^>W8jp<6V0FU#Xypg5@2~HPeqZ$ZonZI zKy15Xl7cx&Irfy4oqT?`pSbtCD34B*YlYL*TV4EHLoHz7LcM44V}0qB6tsv~E<+Ok zm_&fhSC=l9;A7C`$g{bfaxnP^Ys5|wZU2Z?fV7se1VjJJL64n)Z8&OSqAR1 zZ$ib}maiiGcK%(R9qVg>I)c_If;ItM7Oogn&M-)yP!lmmn7uqsgamLcFWBzei)g-u zX8vC^y>~p-|NB4g9OrP%%xuoV!9nJ+BM!2TJ+ilK9fvYP$KHFNkYn#rG9sI7LZKvN zS4d{5zUTFM|9-dY-}CSDJg)0LjfE)BHt}a&(h1Lue?-b?w<+CO3EBB`5%({=qx<*E zZfUVU3nt^jnPHworW%hXJcnFX*Pu8}d4;4AO{mL+0>cf2K8e%>Y9htaBeSB5cW*lZ zRPBZuL+Nm+CsLz5Q!b|m=Sn*|@d=L%j%H*F6kX~EmdR|FZxx-Lx!k-wryjhinFu+j z{kj{!@MP$#=5p=E_PyzkG5zPPe|ney>SHH{(FZ&B)AvXYaMsxSb@H4Y=L5E*)Vh$$;98 z@VWlF6dp(dxW9%y47^Q+uyxz0_kX(#pKOApyf?1m-p^$J-1{$+ks_NVMRxY_d;hlD zOY313B}ddpes&jysExN&!c>a6^{E6oVod`fto)t&eECkq+Z#v5UaXir`r?pGGs@ty zD7j0X^TV^V!}^IYmvbL1Qs2p%CuZk?T8%XtSt^(sQ`?=BelSSRe<-LScHI5AYd$9> z)jm}zK`qU8-?4~%=$hhJzcai3iG~n!nDaYf8p?F1u&|siLvWdm#*E z5+{%R*d*?HZ>jyq^<#s3-Gtjx68|?XI%F1Mf6WzT;5q{)V!6U@dVhEWFN_}Pq?n6o zX5g_^_TAfcEp>e-_hii8Urhb`JyzfJYT_)>R@toy_sXrd#Ap0d*~%aYsB2}WZmzR! z!@L8*lNCALW5TYYWuOOANc^ES)^rC8u)>Bdv3cNQsPJ@9wQ3&UG zUSz|okGRbmjg2`OL&)Zt*}SPV7^mqp)y&Tq*E4lYTe0;MC1eu*CQfT@pCwkE`QO;b z;S%6pw}B~dHF%NKoj2@qtbCU>Ac=tyD+Vf)j1fgD%1|~8&(Ni* zK|NSYhhqe4dOCk4EgeGUS_ibGiXW{%iZ{J{eqf1u?;0JWV+!s30bW(7AuNu>Xc4U3 zY#5e9pW|j((tXq24tK`Qi{OU@pmbfDzwH#k$AdxG5H2`C??HZoUu(=GmFY%aN|oh z-xk-s-?51ey!{p)i`u$ObspYh{ei*3G3`gs&XupOe{VgDf2IsRdi`@eesky_wzHE& z7olD-Hbf70%{m{O6|P7NDsn>`Q5$PU)Bc&kA!Y(C>De>JN@`hKnMEmBHgBmC6dt$t zkE<0FVcny(u=f1Zztdf@sqW*a_GSh0E_wzlP>@Fg+faq!jCi5~29 z#*Ral-s9N6MT3nUYX_gE1gtg50LGV}w|~(M7?%4|63l(B1_6ebWVY)&o!IY3H1h*R zbmY`rqyl-zo;*qqg)--I&WSAz{A!CCD^Z)3uVt(HW3&=0`RrepTC!15y5lZ6lvvSw zA9LDo{4=S$U{}+jjl9^Is%!Y=k;#X&d^^n3E2&l0L#hF-X$ajo7NTo8Rm@Fv|CkXeb4RdYBLh6>r`U zWHMaM2yCR0o)aunmp{jD>L_MzmF1u$&ZYUg#}VlC4NT`(HZ%$Uye0-=Q-z0X8tDg?n~n$xB?vcrliEDF zYFEly%Lg~b9=N~_;pQgqG~`55wFIbPs-~2l?19mhqbx8GJ`mk#k=BS!CG!(AfE4ih zpyOF?QRr)~`s#aZ>J}P(Em3DwW}%3PeSd2Z2UI<^y^nvM%X`5|dT-#b9G&T9Fz(+tRK-m;p1_t( z`p$1U-5e}^fdxS#BAk(5*cys~V<5(-&U3Lz6kvl8CKUw=U`Y$VLlZLM?TZh2Zj<5) zAEz4U_f@f5t7R30;wn|vyw{u$36%@JbWgBN-lNx6>c%v#C<+dFiz!oVCH6cSWitv$XeMz>6=;LGOhMmDZ_j1UQWsOUzyVOkdXh6$ ziB^rY8v#gGvhDt{#^Doh)iff(HV&L)jKHq=s;wo3-QFs1!@LW8;(d@Rq`qH$ZG+tHQwEz<=y1O~T zDbn0M8@40e(83H1ilK$+YmNPol}YO{$JOX2SW4^yMbVF^W5c)XdiY7$=3ArpJC;<@ zAEodaA7v&o^b1e39}Y{g+91&AeD9n$CrP3lfJN_`SYTjlfn3u$yV1hiG}<(uMj2KIbH+!8clKz z$k{U8%b6g|DN^%q=V@VGF8keH?m83LOxtzYl#3>#g|^g=+Mrdt?7ox9nfg;m9x2p~LF1w$yD7qxe1WfRi|4#d-P zVj<^T=3+vYC{_qavYqPMWRC6&YA_@{aT=^i$R}fDut#!lJYM{r`WV`cf^MKb!HD ztX-dKQ^*cVrK-;nu9SI{HP@L!k4zt$&M;}b%!*R1Ill^W`U~<1svt7T-BRXaPIYm@ zP`cGe#&f=<<;sP2T${;E1>L<)NQEi34ZS7lgrGQlk&qXXP@yr>`iPd zSsgHyRTq8#Vd&qt9n?^xim45u&m(E=WOR6{r`{Ygy{Al7N~EqWF&N}Mdg{o0P(v7D zown}*F*hmXg00@?Of_bli{(=>`V%TLBf-qYz#}?XZM2TRI}4!2>{J+e|4YsOiWC8% z$zBxWmwrA|%*X_an~x%GFR+=PG>OP`rCK@c+=B2h-k^;To1ug1D+E@9_qgG7@+6TG zfnCluPADs366=$>0ow|sQ6!zpk<5edQus_|FMak$g9yC;f8_FKs0P&%c!(9qJ5=Dg5mM4Wj=7rMqKX z#**$sF)=<3l1x(JJ0x8$C5`5$J5{}rXMyMVrJfyPR^@K20J=UfWrb4fMruXOa;*5j zrTm~Z;>+2L>$|)+`}e84;g|f+f3V_@cv>zq8~F|}&$Gmyj&X5P5c7KdBrc92%tv|-cGkVJN*8P^zoDEDSGi7 zxBbQk;a`*OPs=#`ItLy_znswhc0PGjr0{UmpjdGm9XdF2J6%3-OwtuqsPje#(sPL( zicbG*Ht8y`C`#B3d?>KJDl9N>sS!G{mbUdqvQ&U>mJsHIf<$IeWR0R)KA6fTHUc!e zSX>gPYnL)>`)NM(W~mlZs1HLeM+QX37W*TNM>YHkvq1*hg|^nzWBX4((Cd(RP+=BW zqLv#KIi{{o*lGn_fKK(2qHs*8`T zHOnY>{iaW881fW}#A$cF---xKOaNKrk&V+PWwVfdYXv=n>j z1+RRQd)~>Rm==%nY`EN7@E7TlAJpj?&!=T*xoK>8+NWtcgQHA0~!bI=?yS*^uqw>LxP zNJJHYTdH$Ikvc3`kHz5xYA}t#u+US=ifS|T@(E-@tow|}HLMR(iTC_Es88KyV+x(p zG$t#1LziG4p-G+{Rlx=^g08An34BagQ3>mGgpcR(&)F@4&Ese~3(l7q+ypJ^WZF3k z=VPE41-bPo@4j=5HDY*)u>^@2+7JnhOh*fnn+v7_h0OFNMeXG0m~tdiW6KFzD8C>m z3HeA-5Q7*b*6Q+gaN%R#mWpjnap^FHpAe;G)y|gO{#a@wBc`IeM)R~uiMAU!?k;nS zQ^eDDUFY01fSb!DQYU!76gxajD+Q|-P@r$&4~x`(X})9oxDIR90}9&HhcU@VmnY73Fi;`>~e9;kIqQB~qXQ1fH3Hqy*gLMT3D zE619i%|<4bLj)@r$*FQAZz=UKPs2%x+BJ*zLv6?t9C}bZk$-4_QmPJpEwJ13bLQ*S zy`%A*#wWkj90Gff&W*l(w+rki6yFY!;xsxRyNj6y`=QbFJE-!i4mXo{Uo8|?^-7g5 zJ^ltyUK=edCaj=z0gh@R_4}m7dx|1rKX~I%x3i=yQG!3+QTag>m8c6(WUW7B9uTm&=Q{w+bBgLj%>y`@tX=wmqMrO!!Wyq||e+*3iYm)(Gl~B1etqD;s>JsUj}Hv-@6hIa*|Q|8Hc+ z|678Y17Dj|8X#g9ZW%BK^v!E8$}msYNj2s?ts_jpMdSc*`;kEZ6Sqk7ced|LYjaUv zU5?sp)-3l%=zE`!S#WJxH{%Wp%>wqlPwk)!KOQ98R@>DG3H>>K=ayC)IX`H2s3TM` zUwgCrZC6Xz?lDmML|BQXzZ-^oXEZ;&r#rNoB`Ne8`yi1Idym$Lj_z)X7A1Eq)M%%; zYgYrNE|I5vNBp$f6dn^~v53i*9Crf0uO=6}Zs4C=cy?6XFmZ?OggZ}}FWYfYSGW|$ z2Z|&Ch`<^!(wYdZ(479V)Efc$BHd&Y3;`|>c_YUJ!s-XzHW`;e50Ymkron3JOiZl2 zE>O!$iLMuQ<5}jPb2}Xdwql1%8=gz44jtkc&YrHF3Or-J>>X!HAOQodPT1Iu?!$MT z=@XuIZDk}xQ5@mnhkJTl;S75C3}XgSu#v5FP)cFPNYz%6br$(YCt(wq5f1mHaAW2y zOU14C08Z&1x15D@Gtgd$V4F3S`u)-4SPi!0I*;_|6AGNV{nUsNs2^Tm@K}>|A=4}5 zE;sp(_9KRGGVL*?d)hew2g`wtWCba9I$X>Tf}>7KRnJHNrU4*~B^jZGr#2$BS)?vT zyBivS^w>mY!U`5PK7CE={ps>fEaS!I7=w^$T;S>D`e)D9@TS%CdqzcZ6!F$<=a6so zXolb*iwz06-rdiKAxC%mf-XKE^`7eG+h5(d_shNS-__?A4x-Xbv8fVOvyZ!H=UB~Y zBDw`0dO%mwejiWF+J)uC_WA6MBTNHm*>suyFbKUK?b(Z+Lg+tE<#rP&$j~ZKB1Plo zhGSqdip7}v+Xve)2jqT+HaknzOhJ$~N>F1qA2~>!gx7dW7#Al1q=;T|JHzsl!)+^z zLJ8!tn5&KP_9A&YuVTctJjf|jYnuw_=Ff(yyRddy{#{aglu%xrX6nD7FSl)Q^hScA zCe!<5$9!DZC<|AyfZAj_%QEy!tU!l`%(tdD_%N23IH|s2TgO+Gq~*ks>heVjAW?eq zdNKh9YB183oLf7{O1-8rnBZx|J6aP*@C&#&02jmVgp<0TJbqSk(-+i#N{HMxb5vS<1xt=C zdVD|1%3N@Kz8n?sAm*y|yWjb3^>1(g`J~uS-%s#-+mjDVz2^(h{+`~5IF3$ju#K;Z z>OEX1W*vPVJ3rlD5Hovx{w?JFi;`_a|HDt+_qsx^f4q^KcQEcH?%BE(+S7+g7pvt4 z2pcg5bH)8S=U18{0acVuS=B*5Yk|+*D%U*8gsbdLm38W#(pYA4{DkOE!^govb?&&( zXGuY?L20-Tx&>8rzDfL?GRkN#&L4YzJH3Q7o6TfCWrBBBeHsGkG|wcS2-F{-xmntY zY;VF;HEr9)XdAhWX*62_qolx46ll<^VP52v>vAZ^iD`Ib?8~aQr6;nChs;49!>}qgUnI{+l^$F1UhhTrOzrRR5Na8D*8!sFEehXG9Oe zsgAN3NLpgR5ZLtSX=#P0PSAy*1XJBN+{{cAbes(niAx4}+l>C0Sr9ZFmi?2#3B4ze zQuX1{zlDL?dY@}w7U)sYwH1rJMu;?v0<6KYqjG&$`qhxC*Xt;#KaTHS!!WQfraY+x z!TA)-DL`lH4pqNYm00qymWj1306GCvO(7vUAp5Kt{jwj8I{Li(S}CX)=!kXT~5VcK93 zd8Xw&a(X}}jXb{go`X0!)Pzti+A*cyB@5M|)tGr4epNb@E_OY$@_=xqnJE5aa4{e? zi!NiU?8|U-eu4kSvA21-1A{AB=jmoMfT=f{|KY-&JY$hRB_NUJ@CKw6IGF>6UPqC= zOU$Lq86#va%Qpt`$DvP8ro`!I_&qhSEX;yz)XjvOMGimHNczA>ia))zqT;ef0fu~LqPgwfwgdhkte=<# zI)xZBi@QBeBD`ZrAOjanfY^)8anxNy)5~>m$kfUN%*O1DQ}S&_{#}7B+l=U3$p?h0 zyyc`CxtpZbZ{I5kS}3jACP2)^CIo9<`riK66kN;U#Yg(z?BXMN{vOBo8skgQa-o02 zFE`?eU$0WgsGA9(g`=$E^L?(VCmj_d2+@0ugdx@N;VPnX=6K?m!#-VXAFng)O4F z1Zd_&LBpg*%<2ViGebaeG5n>g@%ry9i1b5A_-WNAxlme@=XM->F3W$0N!U_7y#2 zI64qK9(7+co<*P_U-?(K%mR4yT`V)>4)Rm7#2XL*E8jnqLS}Qprbq&w)O@<#9&N(m zlp92|(ZlCBp2OFTOEgEVOWi2sv*;<0BrGOos>m>ixpqen@P&r$%K%K`hVm#ZPIZDM z*O@|IBamY~m)mt5z0Vpa6gW3L0*~MNSb-p1g4Z$e)_^AYA2G@r2Z8jnz#V`@UUn&_W5#yrMb6EIX zjhwtTI!+KtN?F$O!mevP6+D>Cb%AoEwFr=aLcB_HS8j;cCguPwmf5|@9vS)BJ^eC^ z_=&;X^k+jNep@v)#hV z)5D`A;IZU$8O`~KmDsDzf0q%yp(|O(W1KdmuaB)fX_?b!gt@T2^7G~VH%U2xIh5`2 z;XJms-(+PjlXP-OjS9imVGC%<=kE|z{7G~d&+W%5BhQRx>5Froo-o%x(!#Er5`P}~ zn|dPtHM5nt&f|FDzCdb{2{Oh*QP`?*m+!Rr-=1ZbLdmN8xjHcUcl>#r_a8t}d;`yD zOHk4o@D`s|XU)jr(qdk%+%CG{)|j|jHIL(uQTB*D#{(zpEIDNd1Ens>YHJU)s3+NK zh=#dt*thk{?=mO{s4qyp?fY}bZICi#ba8n;W}jF|>V&G5z3+!spb)C>`k6u7s9{WE zASML0f3ekncAl{6rR3oy`V$jl_(oU-(z2ZibfDG|4Y3+0@v~j*vF|)yoJwYD{O|4^ z(fee?@qbsZr84QlQZKi3wbo#2$rI*_gXbL=nk?=!MIrxwfBu|x@o%JZ^q}D#xtw3$ zzduJy)>maKLA}&0pZ=WW_kHt!Ost>t*0;z<58Sm$w6Y1(jw!!4$P_4}rx3sg8+~D7V$`c^*$GOC zr{y|nn4aUBWklMfWn|KI81!9PPzgi)FP&tqcAuu{2})4v>z&tFS~RLv*YsD32doHC+c}zs~}tR3i$F9 zS}41dbH}U<`$ma&i|jfIxLGtOS4lQdKwF(bB@t(9GeV;hyV$>pQ=psJ1ZoeMg@#s9plwIE+FwDsAXA${W;MZccN^Eoo3-=F#3k93tuxw=60^)g>-A?TYqf|I( z@PcxaE98=Ci%!5IR1e~jF~a*u07I>v;zkUif$!{-$YE^3R56WkbjxNA%^>*6fKQ=E-mt-Ec^f_3pU!eJx7mQO#XUzMMHIdVeR-}Yd?K{P-7A#94%tDD zZ$Hb3;iM%<(mKNW^J{wh;q=fMk98L=`Od^@MI3@(bqO*h#KcD?R86-ZG?ssby072bOp#n)^Vo0QxxD% z6^}KVg3qOW4S^w5qoqDve(7gXSLQ?sxZQx)7knKVD#JaypwMWptK6jGcdTH@g?>d$T zN341|4fQau%FnZS)(%*HFsYTGFk zvAPmM^>a*WsBI}s2a~4J54Sav-kmj*a5GMkJ?@CBv!YD~p-M}@hV}>uoYyO9<0`*R zWiva{6c95i7Af2dsNN&cutfook(S_y%VVd{U3$+QHoI<>rg9@U97pDu&47R2Ey!+8 zKZtnITmc8MYb~A@N%^EugN#{9;XVOL)E}BCwAdo3s_vso4hh~{Jq+RX%@*6ob5x|x26z3a5f67$L2&1ddI z&Dm@xJLoyX2zgPhRNMqh-ChI>U8iG|w8(Uw=`^J|dM-~6f9g57YX>12*WVUS*LK!k z$YBmBDmKJnQsCLlEHk7OZi<6%e~JzHm)=JY{NXgXC(qz=XzAHoN8%j05*Jcz|5R;H1=`AnwQ z?Dt3NsJXZ$vV5802g8P3JyJMCo_es0__JkXd?}YCcP7abzojZp=~_XHZ<|AW&uo>k zCf*(uKb9j~-Kvn1u7?l5o8e;bIw!Kcwv-T*Yj=~EpqH27)~~#0TQDd3DDw1!VD%K2 zo4!ituyC)A%V(4}tsv$}hBq5GBp@lVR!ynGKTa~jpbR_8)r zc-ZWV;Gf4SO|vPRJRezDNp5^FscwQ>Ol1NpH+;-ROK*hD$2uG5Fyc(Ox?8SvPmw45c=nnnah& z-K3HsUKU}_C^0?sF|1mB<|QU$f87cWNT6m^@^~r_AC57?vSumyP&;K6=!zn#>FMl# zi%46*76NVc*uhs@^a8N3+o`^k&d9SlWMsVz?@NBwtpWBIxtMBAmDd~n#-*-92tAw(bm@a%=n;poq!gNs)Lh5sosoXKn-^xUfM+5CC*wp?oo{Hz!F zNZrz8dGKd*ALaaucN!1q7oLoGywmhB4mSA0{On1!NyUA(dkN-Zv9p#4v!z9qdN1#n z=nd1iW6Vl;uV?m5!uKD3UM#RJr+%+`1}c-ccGjC2rkU`a;KJ$10SW_|jYIbLx>GI9 z4aa4g%zY;u0jMF$q1*HEiS1d_v90k;_$%`#pD%hZu6q8Q5Cg=o?%6$L1_zO}g#X** zkh?Jw4mRA)Z4RrnJLVMT=;U82Xh*M7)4yeQYy22_AB&msX#c{r9_$!7%UAq7iKIP?53^cCuIv^kzo#&r zDe{VIKT0dLD-Nfvzwek!2xc4nW(w&xq`{lR_)^kc%bd_}3X0}_WS{#L^lN_iA=xz( z7~gj>&~h1+;qu@3Hd@0{iqPu+k(ec^&xss=qcKLrI4Ar*uoD&sc4--#rS!0ab7rEd z1wSYAyeFhwCh`G^8J^FjZfYZif?D4^1K|^vdG8L!09`>JoIOxCw>|b7uPW7b76#d$Zpmg=-MatI0tJdoa_ zH;*JXSkh>KZcB7k0t$}c&1P#rwU4e^^w8WRj-g1LbnM@i=GLP*e<4Mz!jHdI7Y55p zICB@hoUR??rr;d+j{qLFCNQhWYr478Q5l6eYjJmE1xvyXNkUGq`9z-OO0s=!m90{S z8);e`NqU~faFJ7e>}NfW()ZpOrq#*pUMk3)c3OxP_E?rhII5c~fyu9_y_`<|CwX z{6i4%vOUDy;LTe9yKSO5M?K{Kz%e2~=1X?{H-zEU!Kv)mAFd2yv=Kj&9WGlpiM>wG zg^EVSgbN?nKZ~J3*)#a5n7g5r!hfAw>wh+G|23z6qtVVz^Z9=)b4{)HMAJ!yK;7?9 zP2J`u#P(>?ebRRpm#6RK87hqu&34QzUGQXw+y~_dRZ`~nG?6TEBn$lHm7*uStrKnj zrszTUK`OKnWGfa1N)2icW&WIl-)y@10;@JS&}pux+fp_BySn@D1Fk!s5r2O^JL;I` zxn3u4#j<@FG^G0@JIf;J7I6@CwDz4ZRPR&5`p>ca&ecDwl(yL5KrnnG*7OH4M+>}a zOV$Zp0-0cgE1)ov@$OsN0*Rlr#DU!J?4lzxq+Mxkt>@lv#ei}o)7gcPu6N4~)wow< z(UC^7m}nV~4?n3ytmZo!$0`a5aCyH9JOGHF8;kAtRFE8bW(vYi=fkn`tC?T-KmN-2 zp72^=x5;vkwEDj4A$J1dX)bk8k*Mce+zlFcuiH}lB&AN#TcA$BACsIO))0_3kT7=) zLP3Uo^<|+LfLZ|_@o~{!sVIAZ{b~#sGrH)eGUGHwB1|aaam|L?&GBmo5ha)h zM7JQDlhFXi(#fYEpB%bwkFb|lU`TMh^)`OI_&zn8WFb?6C+Kt}4ZYIxl-oXLHIJ=g z+@c_7rA&}02-i;|u~cT1=VzTDQ&*J7eCj`6S=e_L4O03FBVDS|9Lp(sB(<7;?C$2(vc?=fiKbY!?9&xoNI%v8@Ju4li*> zcw`wC^0i~eBHc%71-FSjvW+}btQI%k!Z$C#z`<~u#BA!Ub%aNq!YM6)nr))Qo^OC$ zxm}i>k>V8N<-p0j@3nzh?{HqwH4UErbP;c}hLI}6RPJBEdL=V~=06a8GDZOhj3qnn`jSvE-zreO8C7It?E zj=w&C%RI>>DgxDYkIkiHml+h6u@N&1DDdg_uYK!i_o>yqR-KM2-~vSRT~~UL`p;vL zzK5r=lfE6Fs@~8&6S}&8Fh@`qf4nkTC9;R?+=%0_z41$zUOR~Tbkzyht@-ogCv@YR z7kij;zPrj<4H=8*x6xnl{6kXFf*8_zKX&d?fhBR`-<0w{YfWY;Es~Ei1W%txi5&Nq zN}-_9vYmW_TK%!iYQeGZH#o*@?io#t2|DR9cIxG? znWU4U*8?e-(puvkQk4igd@QFj_Cmym;Wm2%q?S-eH0^NvDyobYEA|#h2nL}}As%xr z@1*5o$w2M~zMudb&-Dt=EL9qag(@|=5vvi^^Nh0R?^*Mc5fOX;uZANr1emK;U?~fcmu5C8*_YPmc9OF+fN$bgh_X ze>=e;3zH)Az{-|*!-gwsh02FXW^%SdY*myGjRkha;yPtw_iZ8&S)9$bUYwGirhCgW zZN-eJ#~Q%*UyIr4s0%T|oDA|=s?IFVQBPGxGcmXB@s?2w3h-lq$eU3+a8FJFneW9% zVeZX{zC#J{A^q&#-pRl_C-Al4#l*Jd~sOYfP_!kKDob ze9-JcVlP@3!6hFW7l=d@3s0WbJvct^==)?piNm-WGJu$&AR3-SDAk+f5q0wRnh6qx zxG<}EqpZ}yA2r_UwJ#BSYUek-atQzhg7#Gw@9T^+3ySbivg!IPye++y+(-tq1F;E5 zoFXWPK7$hmbt_41NsKBVgd2N1vGh?KM%%2(Co0->yTWIyq(@ zVK8w^d$cb=opKI`ao1gbnoA?&#t?$)9;#gvqeI~g2hKgW(%S3~g8Ad8=$9cG9cr?8 z7RtQ!WqE)u`|`X2&p&&p2SnO0?e&`{dY<=1Do^zwGGn3L;oHqNj{K^f8So?(_^rB0^y=Uy}d&nNgf!^*xK~v9}{d zMct_%g8wRieds5YLjB*|&ZR!hIpB&YKYAiZ{<-4;kIg^7#XE5Od1|YTpS$JZVb=63 zT>;hj&2-yah^K!KgZlpK{HnPM`ToJ2frp)ZGpOaOaFKcN``ypFSsxmO5uId7j^>ul z7Ioeewhl9OgMm4>y(U^)AE=8W9*s`act=+ikb!MSibBOo5#66|o>uj^O40CVXj$Mn zRFL`P1|h~apD<9N3EdtgQkW(7buI5##mM$we&{AOiTB;(b6OPmI2=Npf3Cmmd$aXb zKJGhqyt#vr=Oc;PFpVpsI$iyYrYC{ZDZ|o_8S(6o=Z3OTJbjabLN{nb{l}v_SIs?i zoBMjt=JR`zM`;;UvV%T)3Et_+G{Dl;udI~AtdIb&DzZ)CJ3^8j4$f^AvzeG0PwH*0 zwO8s{{qbMc_JnOjRllVrfV?TBc4EZrC}5;*)=8_$@`JjD`ZF}&5bSxk-zHD)-uNq& z)H=(1`=sM+%F}BTOHpxWSDuO-;2QjP_3?t%=uM;hLiGtwCa;d;UA!oC!QsEzmqzoNp(dH9&~?+CxZ8JBnsl~v!&`;TJ_)a0YQNz)@1^_MZBI` z^2~hT_FrRrZmfnkJZxVK<`E=i;_@cQ{+^Jq?cBz%sMiECBf1a@HeR9JnrfS{!Rhz! z#{{{QUD2Yg56?4ZJ)I8tcxcl9p?2CFY1V&=e8&Pc)=~fm#>|=KuO)>j@kIr%B)oZ@ zAsQ($p$(T&>I)lccjYr-?lvB7)KPF6#`s}ccB(CPo?k{bJ72^hXdI-7YRZjID_A$7 z==T^ckgJ{+7H$giP-L)Y;RLWG-%EvK6H#%r7FZ$sBDVQzT#2jmVE10jbAC&T;pxxO zNo&qWa;Sb^8X5E{^@ca5M-f6Vusf(KPu64VJ=uADAUh)cx4~mxEgeSi@m>RHdjRRd zUA3%_12P!1%D$kQw%-44EJ+h|uFXIS2u1S7L{}GKmLk>S9C{%%4b~?VDFPf-CAp`g znA0@5_RyVn9iUYq`<_lsrTE9^-QRyk?|TXQ=`1JA_8C9l~|D)XK6WEYv(_(v)Q5f6QN zM66W^n6}Tgu!-#=!SwU9|v`k_`Xm=0np0-S*!&j@Su< zGDLHdXwa5LWClqPX(U>k*G1VX+Y;+u+FUZYG3h%1CFtU*Mp$%W?M*E=YW6ARXfONu zza2X1E_@mi7C63TY+9P@5*}u|MyX{>t?=;WvBr-0!%KDK^NXHc<=GC+2v&*-f#)a& z{Nn`F1Jyw~h(eYh?vNXk6A@O^C1|<1h+~1xxhI5~!8$*iWROQn=deMtzNkNBajY-+ z?QZo`Y2=%1*+3g2iUA>1m~XQajNdGcPbBpVZP_MfMxL6M8<9dRq905lz%XrSqUTef z6_W?))+fF&%E4+?(?Amaw?Bi$F!JcrQ)OMqv|ats{?D?A{qI3R&TS5XJ{iT^cvI6} zZA=`AZA-DCVCrg)lAiUjr4Be;4)eoH>|jj06z-u4p?Y7Xig~@88K%fVX2PGukIFWD z3s4(}t;qa)GBJ1f(aphA~*^9{X~;Okb$tC9A8O425bc zf!k1V%88w%;sK6SbwwiY37hO$YYCqdPGb6!G+w=N_H%*y5NE`$8Zebh8f!sYqV{Ii zCNkAUOtqkNBCb_pT!y<)$&Q#>zS14k{AA06hkl`DkP#RjQOJtRdStOT@CGC|aeE$y zCVyU=dfe$6u%AGs%uw4hLC1DQaBv2*zFz)dbagtq>0p0Zo}Bz(Db@czFsYZ0Bs;fN4xZOxEpHJLt4lG!G>+ZoUHAI*6$ske_ZF@O9kYl=1K2BF^-cBpbMJ?0T zh^=522L>i(vRq=t9*LtBN6%-vh0?X>neYH17u34K*{ELjYAv6ZdV!Qn3Uvqy_S3Dd zTKpC86bMQdq(y30;B%bBeLa`9Ku`QL)uB$6S|&!Xxg%o?waQDYOZ^2E2~Lm+RY*); z=ZmHD;t|;@*ETYI44%rO;N+1ct@S3Irz5d3 z^dZRw1sT{YhIN8NmpWDR-h-C^cI^37KlJ~^UL|YPLYPk??ZPg zJ)v;JGc!YGQMie;Q8Qev887Ysh4_8d} z9I6qG(rZ}M$3DzsnJDtIke1BDgo9rRe^ZDeFra6Q6dpC>rue~VQ3`-loQ1xBKt3j* zy!Pnsf#me|LdRqImUlVW7@0WRCx5;=1f5~OZ_ze9O@yaO1ZrUsUe;&%FO zWmg&h@OxOM({<*?Vr)#VE3gfZn&@dM_MN)6NV#ES%)}+a5Mh^%f#$z%Ldug=_~<}F z_1IZ%vv&&JY?c%cmA5orr-ENe=E~_8gkCyYv1tss(7LgW=3yzRKRp+^r1%wR@w$}V zf!HFftUHUsKY2^W7!nan>V9Axr9Le0doG!!L61XwUd=v}(|+-DY%mh*H0^XPGS zhB!1w2@Amh2I^`MMu$ZZ0C`yHKAWQUm_$16c))}do|KiL!igUw^n+<{XRTA*b|zlj zuntPbv^Z*q4WkwZ-rT#tLhGlDE7fPjZNz5{5W4ojo}bQV#3Z}WUqo?N3{B4{g}Q{Q zAwvUJ_=Xhp?v0T=^xGHwbRX-;$1wXodK^nSI>v4V`)#B}N};x`5_w4-Dd`lh}|t+_PZKBj6c@fOg2p5@d9 z6r#NB@hI&Xv4TgEEC~1Al7W(c{dn8})j+d9=8pHlwM3G|sC-x~^}L>7g-OXzI&uF% zjuEBmjaYKmM@)ZDCh6q)efAfeQ1QJlV3lhootO;Q$A`Y>Ya(_zu(n3~#wp`0Ik6&F z1;P-euYTFy9^=j6!-*2Q1{A5m%wwgQ@*6fj^?lFx(yy`?1h+J!sda}ys2rc0iJy>_ zd_`zW1-(&*$z-?-F5!opXe60I=LKE0nRq>thF?RE$H4t=(EA0??(oyMM6Fk~cRu%%YyX$&rvGM-W+TpD=xh+%*Cj({AFoMMu#n&R z^)}t4Gj#f2T3gNg|L;pS=iAotHBr=bUoWdHs>SI(E!$BkJrQ=bWBG&;u03Uzp+uWu zC@F;q2+o)3y&uyi44xU?vM8m&nF=5!wl&`lN2*kl=#0^qKcH0mB7$x|yqaV3uC&=H$gIt2rx04BWI6h*l+lC|R%_ty~S0Hblq;2@+=uJSY1~58z)i#OYGoln&S;kL(>ZU@phqr1xf7AH<)9Jun2C|iAv+e zQs;ns)E&^N>zZ_POfb3pqi?J;NVifs(3VbV$SrB|G>&$acN?)WMZkc@>tj|P<+|f? zGe3pgC!pb|0=nxjx(;nzih*O3@r~xY)8bxX$gPgK2*RJ%^zf;**in`~62awu-=JpG zkGcSnsUJCXF?!{TfQ@?$dvqoNO+s|mSz-cZm@OgiERy)%J$8&>>wj*w{V385LW~4J zC<$U&W>JSQA{C)zYaecgUos3PHNNhT>px01IEhuYh|my!_tfR3T5s zxDq>PYu9HAD9}4ssS?@$*$|iP58_<^C+zf`>VHpMyo(gR{3|scxfVT76#RS9tkbNG z_OAsByJn9s{Qh$kdgsaC@ua>dhulObML=CHZ;e^4)kNE5u3}|VS8Gk3pTOvr7zG*L z91B5H=NKqEX|7mqyG?2s>c2GaF1)9x-$h!#%F!JxQBehW^G29fRU79W(D6cvLtHqR zN3HzUxJ9AqUX(7mz!HBU={F!$@tJ4P9RN{@)o5bzS+dPRGO`~8rEqIug8rP;@CfjF zAs*fEihBKKLR(9vfa)!q4uQ;*uVTXwSR6h4s6LsW(!KhFrEGUZ6uffrXt0g(u-*nr z(KfLm;eZA`?b^HPDhe_#0`hz=qMZ1eO|-WDq6`jm8aTMct~1>(CFeE*Y7nS-E~nGa z089*MVlz1}hul+p;=D~{$1Xk_hj2cMKlN3T3T@LA4l|OF8E4^ArBTKX-}d|MH^LW< zu;4d|%o^1Y|9uiAp}SO$t|qq~N(1;j(^eP|>eP?Sc#|1ra2xx+4^oF#Fq z>v!g`?v27Kb=o;5_`1hfwB>0|_fMPc4~xP}Qb!qM6ag(3N(O1Ede19q$t>d|y&JRD zKTk$>G0{^NJzp5)?3|KlTRb#{ZiylB_Ux>o^aFqd0_iMeRf^{+*c<9)k?>ZMgx7Ls zSqh*zVAJ%?s`3kZUX3+MAPk||FY{5D6UDESq6R=b^31%VF3chKZ_RpT5L<)+JquFC zSlH7`DBHuRQ#tF`^4HhZcfB2cf4J9s!rUDf_X$Ri(n_PF?Rx~qQoCa zf=A6Y=)M%7Y%A1*>bFt+I7NL);}huAc`3-v$@gGtcyy*Wibg<^}2-JEUT(`?RNW6XA z**47QIb63pgDm^dRlVQ^)q0p&RXWHrUHmh zy`|XA-RSKK8jc6pOTBr<3fBQ}6&LkCr7j{aGiucA{zx!Xvi<_!(MjxD(f@#Z=)ig} zugb;Nmv)$==A?`{NtDD^@V;@^rI;E;6RKBo%&@v*Hzw(5Wa!#dtzU#IDn$=XN645?(R=iDZXWYHJW-erT9y#C8 zN5M*zOTg)SbfZ-l(nxVkwFZ|&19(=7Dshdl=7Qa`NFH9h#8@Q=*?Tz&7H@Trefn7Z z4l9h+AY<24NLyAqm4l+sK;fdZtw*H4vAg7Dzaq zaaLUa6t?MA_RzY>@SH-bK1w(b^IR)S^-+HG z!!80h&KjnI6Nl82OZ4j`prHsyIrleV52oIAD1*kn0|C@xNrq(HB{LBYT8fx57O}CM zOg<(nTTH3yAY)+v7nJwt9*1f;Rc!A7d2at5vvOjxBAp`w$bhi51L+A$L+);mhl=Tl z0mDYK-iJLl;s7KiJe9u8=(H9_6W>Dyzn}llfqAkm{qg@OR?kS=j<5d^ywSQ_r^%jw zvsKME&i)>~=waX8SfN<^_hIFQRh=@}qg>P7NODe*q&Bbi4PV2if`+kJ=97!r`suO0 zkc46_ppHY*a;P}{z5Rj@Md+Oq>b)nrjdpAZDzO z%&(xK&y%~wYB%tO|E5MFx`g1%_f%GZWBlf`u%rJFZI zVRBaT*`53;qYXqY{|Foz4TPn_S}zDAV~To>u5QIOs!?$^r9t;H>6z`~eUP`$cKc@N zSj6YuQ#js~0|COEWC5GSLp&fENd!!An^c?E9247L^H>`|eP<879S?=HS!g5mJ{Zt5 zvAo_bhr|GCQC;L-NLd`8#119wG)vt{TrtPsGbQP)!g@4=%YMu zJ)GvmRaiE1x=>TsX1J$p0Q7QpgJ4v(XA zKn(s#4`SeW_sU8=ep1jm9BA5D2WP+%y}_wgCILNOYB!a{x+tyY+o9f_+Nj+%~#2H3w`V@sS$X z7LJK3s}FlZ0coqV-rqaMvwr@VvQ@Bbcqy)(%l)N7QVRmTV-`pzIw{vn$PawY@azew zbY==5qvIO%3_!LIQ+A5g1ZXyID26eGF1T0_Iv%JK}|4S~}vHi{a}wI4{4bICgX%-PeB&+Ppf0EI{vV^=c@=JfNe zAX~#~zh-otss1-$s7m@Wh;;no_vif1yY^fM?F5xL>)rj!>>hg(M_T){fB#I%s~D@8 z;*D#QO|Ea+H4SME$&9R+Nc{{Nmeacy`K?@D^H(J7TaGyM_Zu@vIi$WH-Yuy;73VB_ zoY1X*OAr~7gX0%;kj=YNFJTvWKge6bsabin`?c^b)$UrOlwRwcnTv234*c{kvt2t$ zBa0d;|0jak+p6khfcDFz^~21=6eFJ~T**xO4v?Oh8x5kH5Ox+O-Ww$1rJb4*J@^B& zy9;&hi>_aw73Hqf{?X8*zseL|wg@zM&1b$flE$6LNt#8tSY#9rgp^abi4-55ETkrx z7#5=r`ocHI>@mu!rw>n~bQxgc!_nzCBpURw|&$?qdK($Fv;q=1>dUmX6 zv zIm*@dq2cKr&O)DaCzevOECb>?#H5IXcE?#g*CTy^GF<@f!3@7cmoFto8*~utSbJ@IRr^qdxcyV)f6!1yz+QhY4 zjh-7FRiL`0nlmjjLD;l5w97Ru@VzMxn={x|5t4i#nsS?{m=7wmHbod6Temg-^#}a= z@m0?M02OeI5YWgn1+cWNe|{e^hl+fRkQ}?E@RZJWxQp)*48+STTml-qWnJ0iUWgp; z5gyGdc4se+%IW|4(352m<0<{c>m64}gPBGOfO{d$PRlGcO`{TDI}u87zBcv8f4lX< zt}Ty=7LOC%VyjSgmd23xI+*7;>qn5zSj8L8=5izxh}5JWf>kgyQtER}SQ;~>s3ZVL=<}?#xY|UNW_Dt!DuzwW-YM-|iQ_6&kxD5{3ldA3 z%WeOsBzHLZjt|?-ZhT%bC&IXdTnl0TK7grk)H*Hv&7TRumuCe#%K;mSumXB{hmX>+ zFn98EDU{ZKiKOQZxAXpYkeUzn%G~=`5q#MC`Q=6a%2Du+oaPdtV7ObDYr^Z^(ACa| zc<_yD{$}NaS5_H!f0}vK(%d_r{4!_6Su6jKzi^IYZc+u)st;zcRjGH;eLZRf=gT)9 z&-fZw1kkaY5Q)nR+Lu*it7~@BAo!rG{kZh*1y)~mk>`fDg3V$j9i)&TU5FXdcPiKz1 zHSn5xx3akUnlYiup`>mzUQ1#FaKMkjTr>jqWRD9c;@1rB8%S=Bsp@=7I6~V+!PlxO z*jN-c*-JLs_7+4F7)Wp%+WMrLQmn>BWlV|dTR_1OltrnInzV8sZES`ME^k5OnA3(N ztlxAzHADLz+)1}ils1%&ISO{p^Wfzhv(vgtYa`g^M+@ISTvM{Wo+-|c)DyJilt6=l zJT?#zkhRSlGoAD-s$4s%J_0AIbnS4*#*qVUR?ZhQiFoJ3o-!%dt|P+F(5#uM~rl_im|0 z6gl$3&%@^=DnF9w?DTCIQIu&=>n?r5MuTjw_v}i%gu+rTn%&9Lm0Ilgm58rm0-bLY z(ZbR=FFBkMTGpK#DhY=pA-}%vG%<1Uyc)tKv{d_sVcx6NLns#BlWqx^+E>L6(gkgD zmNP+~j??MTfyo2LzF2r;=)4%nq1x&}5kPSgEuKnV3K^-@+?g^oL4HAbFC065d)8rH zuG03m%ka~5R~*-m{@SLC?T-a4oFrixhC_`}q~JcY%LclT^ZSh>%ouD+QD&-XKiSS1`2Y^EYbkLpe}m zGg5-rPqz&CKx`OEp}={4<($%EdsrVT?vcAe2uZUU|J1#6$+d&wSi^sEifNkGblz*` z4_;+ok5Qw|6))R+3uL5kY78HWRHrD<###81N~bdPa8l)VcwauLONPs^+po@+70S_W z!B`6ZCp+j}dRzAYJgMWo`x8A+zxri=BJ>QdQTGrWJK4+ce)u&Qj4(!mxg4Hc#^asq zz`r=3o$pR*IIVte8Jf#h3Ea5%?5AnSMeU<^{>~~x{1ZL-#1}hp$R+DUl)GM)?Lb ztTSBD#Mhu7T2Np^ztV2ohsaySeNP|Jant9i%Zk3b-sJf@5!N+rtu=!lJhvl{Uh%eK z8Bz?}nxgJ!016lk2GF_uz)Ht34SviaPk%Hsji+^xO(V)ule}b4ec)ufIiNz0LR;xI z=c9Z;{r)L~$z5f{hkH!`SJ& z6rB@!`iEHLQ@WDWN#)GWNoWP!y|Ebt(0Id)L7dz}AU(P{R+wae(l&kEU5uHI&jF}q zA(SR1b~0oHsNKI&q|Q?9F6hV-+)^2YtUSn^ZV-3*)D1C0V_cGgR%4=GP2tlD=OVsM zt$Z1DIe8s0J!|Hm5VQ95^sdd)RpuEU^MZs}yR?O&vgZ^!5pJxYe(%fEXmb}{G{A?em1h4)^z;LOQX=UpItViBa5+L zbZQ31ec-$%dj6bJN1V^VE>Z{t zs@ft6bk4}dY{WP3mojx6Ye){W162$r`t|dl@b^Vhvi#{_TKK;uUNx;#dLG>rS7ARbt=b0!+oMq|Ou?_GWN*Aw@a>(PVdBob zEi6XN$X$m)lh~z()BFPKTsz9wZ~RptL*AGamcXFk%^lau;!@)qW#@t(^TTIqxJwxu zbv5!`W$5hniXoa}$$e#tslqr^R?vL|YBX^a=9pm*+90eo7w>3pieWYh7qJDCodau9 zn3Ype9ZN(j#~z2>(CocFe#t4Dxv}A294sNV!s^B&Q7|vf^jJX9YyH<;iC+Z}s}Ei= zX{`(K{%#UEN1B$CDqd0{DdU<0Ebj|qB`UZ4jNX>E2yKYAQ$j!$=8yTxhm1YY@S z{y=x86`DarTNK5Bl%g1wMlhJ=xLHXvSlXstSXjP0Vj`5E77^Z<;VgNi%Uy!Nj zR6NgK!7+QV6?vr6;#fhTxmzqjPerW3fN38szwnU!U`MkBn5!nr(GB^&#W}|r{oYB< z6*?xi}P(%E$AD&Mz1ZEU4?2=pKVAnTW@qW*q&FzzS^Nx-!S(q*vI z<%UtspM`JOBZBEb!JV-}^j%8p?WN1e(E>dVSft`BXZ;zK8~6#s?m`paHr)UhO(CVm&6;|JM(4+QXj{1vt+&b ziA@WE^%mg7xpNm#msLO0Y`!r{@XQ))6zY*%CkCpKQgd@Dzm&??VtZlbgdWdNHV zoa_Y@MUeiLd`BgOCAHNiOXAI0{lHWSm*K3aQw9|*pByXn@*7(Z&?(rXBqQ*Q;V*TM z;^q)h)`ut^b36JzZ_Dx21nH;YTZQ8GcZ8Y_Z>1|8( z3|^#swH&CL2BD{j719Q~Xe_q2gaQvCaLUX1>nq zCf^fN&D@+X3gqsLcv5mvF)KHMymayG>m>Yt0=^3vQsclIqXGGV_p2l#df>l|PVOyl zf1Dlt-g$NOqiJw|G*{y08Rb=8`(HxTm%!!-{l~OW^F^#);cB<^#`PBd@1I`}@Iq9C zi`0`=tNoz)7(}AWHSp<;zJt-2k-bp$z_6`~L70!ycWL!NE3D)F#bM)#f+Y6wtV{tY zl4Q&LL5UHxYl7Is-g2K;)KG)L81Lfo3*3)*sq*6|_ z?8j~&lgYgL$w;){ z>-1KfpVQ9>kI{~t9Im{BN{4@a&v{rYwF{QkOqb!$4?k|Nl5u$*{Nq6DndaaX*>`dj32!pm8Y#9=Mmpn9K#qJ`L9{_Ka!)k!Kn zaiQO}$Z(N8EWe{E;1vSejMo=3`4y6iMbTOeC8P049PiXrRgu>!zlWl_Q-;>7)h3`j zQ33m*(=i*jL`Vu)n2S5Z864DS?rKuEH1PGcK6w^WL0HW0(!aXwzitVTK3kF^&|Xg1 z-K?%WTTpvN$Rgodbs^DuFe<0fZqSK+b8B(m2tfwFek{&GmeoHMh8BSIBki^t(K%Un z*>b*hR2OgD%M(vv42{N{x1k4EfC7xn1+Si8?YX}0R28~0uvOSXsS{qJkW|U!vKbSS zr~|{T-q%*Fs+^XKC&+9Pj(9AiKt025UW-~p;UMRJjeYB&xk?d=vfa)15~{3zUqcjZ zv0>4qYV9IG!fpYVS@r2;99&p*(<9K=&U zH!>l4W{*>1#D9`CY@U6c_Esp~)u~q_?*<;~`FM8fvi5V8avabp#@B4NoFbda91`U@ zPgX9epW_-r^*2_=AF^xq{G}W#k_BXfDJ~-xYMY+wyJ-He*AKOtm{Q!UXU*$rL=t>G z4-a7c^lI_<*-i_}%?GDz|~&{tj8u%C-D-%9kv$c<}G_} zR{quYgf7Elh_jBIq`$D{XMw|4QyZN0? zw+v~uKNZj=uSyTdf$xU(XZr8FwN@d|*c|h@`M%g31}#PsiP(uK;JN&So3Z;#K84bM zez(m;CbU^*>59YM)`!ZUX!$Y3P(@v@_3j8l0shpvNnn3_Bz2#C_PCMY-#|2*D{SgbXOEA03mn1Ufhdf&|LQX z?njz3AVuGybg$7_4hN$plY{!QUmcv`MDG@<}MVo$t85yvmbK*C)u@&GFW|EjR z^P7}%)5e!Qv_&?vCeeiSO?&j0S9dTuXTG}Iqh!q9dmI#Dn{i@ta(UR~wMl zW)u%$27l8i?Ya#IJjMcFgybEQxy}lamD`NmUz{t4US2*UeJ8@Jmht$f5FMj`u<0m@ z5)}8_va~wo;=<2p)h@$!`z=EWjYWo8=!S6}HiU5^9-|F59=ye0jlAXwI#INOv9ZSh zM-ox89y+zf2?yX=lhS>3tWlA9q7TA8bsSn#??2AMrsUFeE7X&hB&{Z*&aPr%Zr~9X zYSGdGCM%I;GdAe(MvZt_X_JwegywV&JH!ybpjI+5TNoOkufXCmORH%S&}DKuwvQe{ zJr()yyn*&_5Q=~|o1o^Z5{Kkl?PW?>wToavVLU(@)f`SMiF|HHtTDHXA!_cCGSAg zh!cd-1UsKMe-HTg_k&}nm@MoTn2N;Mz*?5yVzKk!iTEGGp6MOU5r?B5)89wTi>-@C zT}KK>Ed)`$@b3D56{kw2TK~G|wlUXhbuEq)S5nSAZwM_=%v{fgpS<|9G^QYM-hO)H z`l!XG)p4%feGxim`=@1V5qfCGDthqsea`MO-j=e34K|NfXDC4eMwD(S=Rh+7}yE+rM`+3gHJ+@{uU;7yCmz#7+>o zw6%D6Nq*J`Ws|h`-Kuz-#0YsTkF{NMR^Mn)nOMtJSz(BgARhe|0$M-%Yx3a}ZFq7v zdDEpe&>&a#@>o(+EDOS46L2wSB1EGE-$i8em+ZUnmDmd>*bbI>MLmEr>IM7uihF-Z zw`EN3O&b<&s1ZoF6f8wc5;dm)!w;MUl*4pn;V%RBi2zlqR9gHT;}8OWSHaXQm^F7? z@dP%oe#qdae@vziW-S$DO^1Cqwq!}QsWJI^Ude;6VqZ?BLa_}FDxs~c>gt&N!n|ue zJBj#}dlpmGT>|SJ$pe6&n;u{C(l;w#1uv@-zj%QnPl6bWYJHli7kJshObudDr25S@ zS19-N>efl6+a*GJE?g-109!ho&QQ?AqsZIpciv1VS1hXag6jqGtj;pS9PPq9qpzzZT?sdYAu8@g&1 z`ka_tk^Nj2jkT@{N2&GItgrO~kb;X3Fo(cU@iM;tW*Q52kJrOC=e@G&&oF z3bFUSh+1;wkZjz-Xnd+m1t!hT=S*LZ+W5#UwLfVW6ax(Cz|fa(O6WlPx2DCI<~dKw zCvnHW{)&4PSk_Z7+i#XWVGO#?SIh^QAwlJn^Po#!vDOjh~cm zr7pW1(5BhMMS>pqnRC3^%gm-=7!Fm^mXClh?1j3IMDW0oy;Dvu4@FTaD(WnZ4p-LA zyLumHz-%b)>kHb+s?B|-Ti0ZTe}}dRO~6fqB@`yDww4#Qx^wd~ruG4Zmyw5u#*|yy zn^$q_?x{termr9J$LW(eGOo%4u7bbsJbMn?IP!nUY5Ob&aTyneNP8Qe_I>#OHzd zY+Hho;(4GupmuM--e_pIMbeA+)`!t^PKZ^PNB&M;QM2tEJ_aP*ssh7`8B^Sl{vSsv zA0IUhD=VR*oRBBkPX{pBE?^&fEz8acrPA0*L?2;Y6wP-!v$HrZI?P5-HWPrGc>NKFi-)-x(RMLu1z|I4 zMa3lXFMb_PR2x*vvk=xY0ff~aMf+%#6*W+0+aIs&x|Hw!2;}|oBSAP#2|D1Om4F7mlB``*yw0k-$m;*~_9iy|PvOVRx*S^#~$ z2yN+cKt+ycX320^C3m#|2h>U3<;@(^$Y5BD#g$8RMC^o8>#7o0)Aa}1_=vy^!=YJY zM4(xyCkMh9cu}nkco|=CHgV4h!-JL=0@X0fp){0O21Yl(p5^PYRv6iBVp6z;*_-mzHt-}URn6^b+cKji~7^vNSGqKiBh>IRldI|>xvIW*bp-!%HMR&yR+F9?zXE-IZow* zE8X)k=9rMS4IIJ02E6%GdgxFr;u9z?JBPv@8%8E1h`Y!_nw}GRtQ>)WWf+v4E5+va za15!Vf1PiEcPcIgmgawLUHtNUum|G{UL%3lX$d}CRcd5Wa;0*S zcHHzsBBP8-tP!!Ik_#3TEh6QB`_SKZO7Z;aeDA%*PYbw0uxZBQHO1aBr81h%(uO$< zI~Jg?6dj>Fr$t?wDF`R0%rxzg;s*(QCo}R79afyquc*}|vCX$VrHg|}nruHidUw~^ z_M07vUc`1>Fnhk*8{*V(Y*v}wrmAeL=o()Ncb>Tk*Rf51f!>`r{|TaJWP`K6m~Q@_ z_nP$Pd@zBfRU@l)zwZ#%kIHieLA25&cV7KkdC{{qtf-PvXCD~iL8KUQsd@s#+?yFQ z$atz$&U^~%D35(IFS+XA8@cMQkWEODmuqDUQVeDu`Fwow_Lm*opPY8m9&AJJyr->Z zB{*`VoI!=r#Z}=+YFI-4$FUUX`KT0G|7iA?|L{&h4aM4Quyk0AO;RR$?Or`JBbl^I zW37~9^5y#0=QL5K9C8@Rvh3!nv21&k^2L0^+s8A!n)+zzxMJsvW#&X8&8pMbG;=3z z+Gbv)wUIKY|9mkpk12LEo4Jxlj#BOcgiuMF)CR$yo|@P>b?%*|Cgt2apa3fRD@4U8 z*@wq(jV6_$8(*Kt-Xa@4IiRh=30`;h&B`nC4&lQJ@0Y$Cg$IHj^J`T{!1E{TS;Q`_3Kv;oK-1}AFtNL5r zMR9*)n`dEA;8hRIr0wLU3lDgL``>4?xL2Q~?eu0zcb0Za+Qqg8mQI+Eko?YsX$yE$x^|n|6{VuCH;; z&t&1JUeci(3p4jC{5@NjR7nxMH_~P=t7Q3NN!ZI=9eDy}I>5euC`FAGD-ligP|TO2 zxxul(ImK|Aw#=cJnr?_FgqY9=a`*jzp$9S|9#wyP)W}jk-%adjcqVVBvJ8VBX@~jx zt#yRnr(be;SjMaKZ(%v6Aa-Ja`JNsZt7a9Qo|-Cy#;|aA*<9pp(|)Q4-k08JxW|uXab~3H1!u_D8Kk? z{$a9k1xeSm9)n!-amd-bJ`M1zCaF-0yG_1Ohv9C;TVsRkdSEsnrKh`oT4bfSBwb*o z&sJ#5)*%_I)pN_jeb(6#SM{OkzH=82zQR^}uaQ0=X}PK@=NKR4U>W>|&c1({cZ_)m zC<<*-{rXl~O*Sg!q^sfAvd;q%U#q)%Qe~2BldI^Kg?^Wddwa{rJEeQB+ju1&IsD*c zUm0(7(1L&7*5mcjI^JQq#6MZky!U0cnWc7yWYHwY^2(2z$h%zRQ^iJ>eIFVwcq`p{ ze^6i<+mKrb)lRHTyARD$Uge`@n`?qHhet&rIqOwLI{#Wm?v1sN_eGHX-5lQ7{;Vb? z05`nSvZ?L}>PyXlya)b}(+L-SyM-2rmv(HAI!_HNl?-uPq{vCGXb8R&_F zJt!t&|5m0!E~bP`XYMhzyXJI`+XhjOonc^2a|%(;Um9kpCH$#l2v# z#l_#x<5Gvp(x@?GhgZ!aOP?(cZGVa^IXrvyF6XP&WBNBLEUk;oeni&oT}`tGm9qXC z5NWlp&U+7GgkAvuF>a3!t*lGD#mt32U7HSDR2I*_;!k!)uA2=$o@h#FfR3fUVf9=1lS`kCUiyv|^jUoP z^K&7Q7db_uoE6--vH~f+nO{t-7`lFjq=ne}>M$jN*wC2MHoRha)N$&F*K8`WVqf}g!=75?g$ItUbUGI6X9o%$&mH?Q^gMuyU>0@PGnmaNJRRmv(%G@<$rj_m= z%nj0iYA8_y-m6op_Ul%Eh|KeJ+wv>#fk<7ByoUN5I$S@&t-V&1>uX9ebb3F9>$SLap>|g^ODX?EXpzKu>}JLuDPWz7@hGef~m*iQ1eW* zkG)iOe48c7G~{MJVOl*5>4@6b507#TNA$7*BUPC3DUOv6O;vf^kG>bk2kKk(Jgqk? zPm#H;?^jSRDkb=QBLiFKjj(e9+%2B&Q`05`u&i%q(R6CtI%x763keZ9smAsyo;BVc z$g-7Be|RX%{rOi<#pn~c2S+_O3*oQI#L|B3PL&?q=oLS;p(6Y}`@*_97Fn(QvCc*~ zo28ta_ND!lV1P!xhXO8+pOQpRg(fCwAlz0m15y*UYOGco3S?j}Dq$D~BM zJN!B#c^2NN!)$_zvR>zlpC{%Tt^{~)PK6eMR81m%=8@G&aSyQyJf$vkeHrBD9)>{I zk6LBy*n3e`c+Red%0Hh47|1)(DzTVeB^=cYqd|Ph2O%6?^?mjE_Lq3+MYo`9|)z1mUGywC+Ps;uU zO|9Dlr^xJ|UEU)9{{3Gw^7Yk?E7Q!EINvWeOYCw~qF<7hX5ac{F=JTwF$L^Llmv5}-ydCms+a zlqMOnOv<|+g%hNGa$&g6fRqR3s4m`IL;tf-UhuZzUY9O0+GQRXK9eoT0Mo%;IA81H~1)*Ct|IsN>=K5(u?QpL-TOdy^^XNL=7ohk`Rq@iBR z5%fUcGP^VZ2K!@Du`qi_o<+0W(8^vbo-Myxic}1YQWC_zXDnOdtQ>!z4;7IHLy?X5 z4zZ^~D5)(I^9({b$HKh>Y?G)+9zN8^86e2cYt$d9lpHJ4#h^_Z^QI-+ueZdD|28+h zc)F)1rkfu*XeC3g1=bOI%@PlDCeO|9_BgS5V%WjJ9{D&@DFtiAOo@!-{dwNb!m!Rc zio{zZ&lzdv1+|K~syzpbEJ7Yp{M-G4j4~^ z-xM$AEp{gt2*qFg)XMHb%*4s6$M%lY0BmR?XMX; z(+Zxm!LyOYr>`0m>0+&tQtsA6akbbCzkwB@AQs0)59(@+%ebi`nvcvZMT5HZvQ}kH zecr@+RHf-Q7oWXUxPzNmOFC-@5-upS7w+&`-v}HsxP=GMFALtGuLOrC*jkPO@A{|- zD7=1iD#5lcnV&Ne%>%F=&p7{57ZWw5KJ{JPx+VrUU zWobvUH$(oCTO!NCi;QlL_D#i0rE&`kaEEA`nusjyUvEXF>Q`D?E(GRn4_0q^cwn4f z%+WHGRotv3F{hBlrv07GNxOs6kA$@vvA63)iwa3R@un+Rdl7z|dQ4t1+r}yo{)ISi z(OzY;I_w&&1Wb6|eMgen2GgsPt}f&ug(`pStly8HB`@pWt1bikmwDL5$jN@88gvS6QW>6$ zVT+O6%-2F?O#=|JmLTZ#plLAwsj3#qfnmHd(B>gcPKSzlM*_Z>Pe-;r4}B!giOIpT z|9d-T_El)lTC-AyH?18qE^o9`Q$hfMH(%x|{d513@9}o1VRo3y&K}_tr6fE9GE-v= zJFrc)?{71?9X&A~jb6wcif+Mda%FJCix?JQoV2A-pFUo_m?WfX$W0D!S$9XDSdS{T z%`AQJyQAuzhGLhMPHjS-b+6AGmFB=;ouU%g{ zJ<^f=U=YE5BfHr8+3Gt@%x~cZXcq>@n+tS!ld#qLCIy?szknMaN2_U$4aJ=Ky+)>SKC1~7_{;Dx2uz9x?yf`#^_4@-R70+?YozQ7ax;XP{$2q zKZ3r$Ce$1KV0wOxPyT0jLsG)0YmcN-?h?9vAO#S*L!g*HkHXZx&5$PpG z&b@MynH|!-ilD$Wt%%V2GTuGcP4Ty#1nq|b62M{qKaVFBNfv+O#ji(>3F9(96`$26 z4w3Gd+B*6wOu3m#PmWvvv~|4Q-X@=)XAt%jJy!2|o1M2y6#9qNQFYvZ!kG-@n*Ap6 z3-~ZOO47UsZSqG>!9fxXqOU$2DM81EBXId2D9B2$UMCb>FuTtuF*=31jLg%bSSb~e zM=mh&9bPOEIk&(2j^`h_Z9#7t@x3aTf+G)zTr^@UD!+DC7Z`l`p>J8pcsW5fWp`v< z56K7Q8&Z3hs@UZNdEnv`s;$v}0QP$LI3q@kMJL_Yj0Ff8HnRGcN0Tvi%C8(YiQr-N z+D>g9sEBN+8cMpX}0ONX%7&~CJ^Mg{%A;@U*cxhtHt8)og+tuGv-Gm zr(qkz9v{8ZF?HsHR)xWb-y3L7Dib_S(s^+;!DYsEZRV z%0M<`;YMqj+r|=xiKcscw-icE6Ssp?Kc^C%bBs9$ii*b%EdCe_;RfJbfr++1hGUSD^kFt`Q!Ro`!PTRG?Pv9cPi~HNURk=REl_EWnOzcC zCr`lIAa21oKuU|1Oyz^Ptp?BKbFBE@9T$_(=fSi3n{Mh9zk6+%N~$f_3@=(p^lS0J zQ8xLQrac*uDFR0qJ?Nb!ZoL8XJ{1kP;C|%}G{J9_q$Rb{md=$q~<% zhk1yEqmiq|R;<{XkM%&YCIoUsScJp=Qji~$W;ysqnRfDt^hPYFqrN&ItLHJfjmbkB zC)nK?d-b@CsWoB?)D7zP+zB!n*>-UCyxXn0F+3_qPo_{dYQc+lGz;?wCJ@U(K&fbrWdJ;OHGAz zEHuaaA^I)YbD}be>?*XGkM$8B$!F>XugB_63A>G>zATf2GCJlxRW5eK#zHk{QA(-# z`>NeqU(>eH*E3tvi>+2F9AZOL-)~4)%+Q=vEH&?b7s-)`8rIF{*=iV>{GN9)z+gkf za%5w=TubwDn1(R(+#s0(MQ$3u42tEivh>F+j`u2L>|EOn7q;v0E3 zg{Xa-%N5fdoTrd?{(<@tbt#!yxq2E)GsSv>&3*0O;hq=gY`#Bf{{1o9=TJ)uxDGiV zTBk4ynBen7ao6&|Y8Ad`5Yy8)ZjaND`PON3nQ9eWU|UNvNU#J-}O67nE-FRvXkD4G3@dTq+; z(W>OzRbTq14T|0&?&8GO+^Q5h1x=7>&eqk;Wd9KG@soXI3Kk|FjJv#kb1;T|mU!XJ zKL&%6(DenSQ#Si5DlYw}`hdy0X~qA?ln@2fVptgd)4-v;lv2O^ZT6eHT8pK>MU%5j z8}?6j;YgOddWQK@xkN0stE_Nbj1<^)4_o&amiOxVPbOwXUi^!gdxf;CTxmMd0}UIN z=5lWjpA4-}bMKw$+nrg~ANddde9FvxVJTAt0c zS?lYa-mo`juHqQU+MOnG=AFJ!B3{JhhVQFg(Kj#jK;8e zxw4iEq|CFN=EZWa_eR4+iK5m$@^4WYc1AE;^=KX~tr9aI%DyTnB%#^!c;J=Emxho- z*Kh7NHIjHZVPh85&p@tedN4kdwK}vGy7`i)#bm$O-p=0O}>Fy2zLAnv7OO%iX zl~h2~Gym_LoAZ3nzMJ=EF5dm_z1Lprw`lz}gBjBRF|_3$skiT6?G6bx$aXxH7R@g# zo}HUrEi(Ik)hhU#AB!|k{oLFdc`A~iHa@%ZZbhHKGf)0diM8tsc>i{B?MmK)|KUqk z>5#$?mw)%|4BPL#zZU)~-8fHmX@6cgYrS#Ddbj+k+Sa}aAvj~dasX7Niro{MFl!Jn zyiM@KN*96|NQ2+RmaR5+WG)y z49h5sOMpEGM0og@9vR1rkH9G@cwtK0HTPIC{Ob7{dTr6=VoKC4F#NLlOfu)mRU%z4 z)FhuC6LCNS(U2oo9wfF!WbFX1h~(TQOPhf~9+k4kt7qSUiY2y)LVay5t-rbmq=O|!O!)frjZ;4=K! z^wgDXqkcOhsslV1upiImQ7BTtbIcqy=Gj(##oZ^BZQR-`cb2RFOQiKU__OBhNYhTY zvAlU}dY&5~A)WVmdJZnQ3q_N2 z_}Ws)wusX;@6VgT$vNp()+QE>f7Xo8luzqk_)cgqx#H0rh;eTmX0kUD(zvokk!$I2i?{jhs|iB0&|w)tw~BBU|N3ucrk*my)BO_uDhR{)E*z? zvt&6x^*QtSFuS`7!{czlowEiAWsPw&n(TpAw;6Un=&%O-y=kbqSmD$2ZQE=1-yy>> z^R1Uc%5T+aF5&I1+F3MM6jZ|7EXDDcYXV5_x>bx=jp8{9>!D4FdnJN23yZU#DhFsZ zxOdMvxj7f@IE=YOq~?C+pⅅE{?`kD|4mI#1+mVu~?+a{0Q1cx;e^`xG2lnhVm*4 z!dS@ARTuddFLAuZhn18B3CcOtuyl6@PGnTmxqJmhj0=!ZS>2$4TWSBB_(Yn4>=jD8 z82vy=pW1|_O^>`pS#eKU=lnIDD@aMzPi2EY8AMkz}%YUT^%$TJlbITrVx z{Avr$#bWddwVlR~W8l0~ORRo=cRp}`u>IlT{pEj&sr&w?Dxcspy3F*8wMnh0 zpm!@S69Wl3e7%awJ@mJhUm<$=`+MW1!($IlK8D_3o5kF5!#x&A`cBsuaw-SiMoU3* z{N&);A-BYs1~xWC*TZz+8P!M8Jp->FN-tfiU;X2oU=S>&aX$OK`e#0sva;MwY}9_w zg@*R$+a#rH@yb9s4NbU4E_ga!sN z^{Mm?C^wmW?NP)|v)d9S9Z|9dvi-Eh>8RFv1~fe-Jf z=LPa@P|Sh=`;8PxVC#jXQtUXE>O><4k{vu~zAxB!5xE^1^!NU#aRBX=_`>hPJX^am zw%ra%LQSPyIH5J6Cd42EixTpGe7Y@$$i}{Zn^3Th<=2e{1+$w_ z4-@hIEiZ#5Z>QGIjj{8YpYAW~!3KC)nWfy!ET4$K-3Dku|Jui>;VFC_+0!N8u=uoU zhDvO^r*BgzcRWKMN0k&dg1vWaMGqok<>ltj7Z@wv3SyJZ#93K);U6>X;p$P$2{@?V zinDyXD!5mxK(szw`J|Ch1jN`Locj5F-+FcwKJh#(jP6IJ2mN}?f9o@bGT;4GY~ zM3LbAm6C){Ua##9vZjN?&7WnxhB0NTTm{>x`PRApQO*Sao9dbJA&gEv52_NC&>o*_ zLWv=N*mX5kyj2dHJ-Ru2$&|DmhdT@+^3E|VhR{3mSSnQJLNtn$IU_Ad5{wDj&eFhW ziv3IIGRbxtH=H(cx`(AxNi-j$*08Lk=IHkZjZNr6rW1^XXTAdNbsw*&kA^^S0OH+= zD)nl^d1PMNFU|aLPil@36o4GLOz47ti3&3VkP(fLY@$SF6vR0$by>r9ZSBNKf$OtO zg!xik6bo6j;g7EHt8ZwnEn-&luuoYg2#8M%1roq`WLMPml_2j6 zPi*nuuAAVy36(PpzQdQPsepR2rgz@>?NUTFNiN@l92R(~rvKO(Is3P@vI} zp9}4i3)t>8!^mE$%HTc6BNQ)5s2E95n2)+2rS9(}5Q#-~Z*|8kUM39+BMEvp2IHeERZdE))sO^SvB91(S-eaF{p`Gue+#`zIMv}J*P*OgV z$NLJ@ln6~8NUs2SUE28X`|0~%UkLHKYj0?P*W4Q)ArCyjh&aHY3H)(RVR;>lxIG8?>+7u}j9`_-!N~ITxfT z<4GCs(unQ60w!k^DX787Q1nH5PA_n`9QqexPsWyHS;U5JyQKyP^xU;yyx3?tj#v4R zU6`?`Ju{f<^>}cKmT0yEvl7d4&mDic;)ds$X|dlXU20sj)H+h|zqX(cnfbkk6r2k` z+93Q9vvK}&Y~$a<#<`$`wakxaVX6OC$;Ck>eJPyi@70I&ck@eI_BGgVNW(%=YV36q zWFPon5v^!~I(MduHDm^UfBoUr_pj)-xb)#O-^B=n*rOH1w-NMLi06emd%VW1w4-EV zHV#K}K9&`ay5oxnoGSU1ff`7Q0U{usrS>$4`A|WNzHZj10P8{51ZHzOg_C87Nb%dk$bq9ZJ-GZEk>%r=@|-4C5%s@ zpBf5v8QDjD4ne-1>qF9RK<~6}#IE9_(*zK6|JHq7igy$wtjZ?2HJG@EZRudrdm2GO zQ9p;oB2b|#xIe460-Ch)?hU>HLzwd1U%l8OdzYDS`r?wiw#i|jpZo4A_GG*1fkdY@ z?Y_Hgs2Kb2V<$iYe7;B!y<;38w&fNJFB_qYWNA~X*V2+|m5vfm$b3uEHLsz0lc zKA^Hg3PASxt zkRsy(hCkAMcH1f;5OxQN8L5)XX4hfak)VKnRIGhHoLC@DEM2)tdEbiBiAML0TVGM2 zFTKBr@_0?f%^G{95dHashETRtQys;m{W5UPgj3$-1yZUov0hDbvtNCAm&e%JWKLOL zGQ`w-{zK#fb%ptQ&*efKs=6YFT6~?wcd)%I+Q6vcHU15~(=HDXA8(NdlRl&ggW&GV z%O44gLJ)BH)}4~G3wz0xx9zguJR&AlNX%=MK`R+Mi4%k+vPw|SLa4OFk|zlGgZQXW zmt5UN~ZZ(T_q8*ajyH+S|+gn?GkA- z?x^qS>-tpaXd0 zTr$RLk##`)c+3uaK1^bwW{sIRE+f&VIaSltc_R*FR%f|IPU5 z;rmlsx;%wA?{lN}lG&z!b6|V0f7a|5YuEPgce~x|&~xUY?d<%**9(VU&pXAXRR$N< z7MRylo~`rwOFHZsv$no9jKf0*&s4$XDZXEB3v4~Vqn?_vk6rDODgaw$E>#cglE=$n(zGrn@h#HO3YSSk)>UpG=Nv z8OE8O(Qb7rH45InsD1ICYSJc4MJ1GFkxW$X0TA~AQ;jHl3Vj@wf+OOEKC?z)^l~Tr z>ehn-_~(#=g0(OJ`Z%Ub+G=~EG&O(mI*EibXY4oURU?NI%J*rK1U|H*k?w`*nT_Rk z(5y_~$)CUp^f#S9{3W5p*;C`Hk4F*NoV8W!H?BG9%Cz0LwYp5Y2L3%iu_7Z9EtTX) z8u^Z1{JHLu3%M*`lK!#$?D0k1vkQ}~I=*&9@wG@BJ{O_)je+U5Vn%!g_mm=|nAWJ} zud$D#>%KeX0xXBHN_1`8QvLwI#xswn?o7#u|}~?tyu*<(GxNT`wKqZ z|FgMQ0{@eQbX=A?bp1mXx_UQ)&CYFpil~Y(lv(_K?fkmKf0M#Wnp2_W**l-N$(tZ# zN8>MkDlv;9(DoK4%>kv|b<78WQEFG!wl-hX@ua z0yL_5(zuw2jV9IFBmrgYf}4|Y#`X6gg?8G$69ZEq$)LhXzIQo%GNvas6_+}T#03ep z%BPfbLle@Y@3<#w?9D8l0_&~ar%pwxdxWnjNvJJaykgSSs2&P}(PcM85@M3^2j!$o z{w(8g3|HkhNG;gW;H`RmMU8dkMZQD=M7GMI_a&SDFW^z3@Bo*pok>L zBck$(hf@hC7gzs~-5~qQ+(}1stbkj|##SeDpjd8yOD2$h5Is;2^U6cPFb_Pogt>ygUA<+AL%kd__z9mGg@QXo^ zea)i8tDEufKYkQ_3GEu_{4+|bYe*4Ts0oVVq--K5u>34mi^d(5M(9(I#6#Ogce zX}3=M4foI$iGeSsjc}?Y8#&W(Qvat2`%7PcYUJa$Mj5c0N6A}rlQ<3+?A)uwHZo05i5DZ;YIo=| zxkDS4Th;1scbDn(lvnoe!R{hhu0N>fh_f^}{AY^W=?Tgx-psK)1O!6?-OoylalG_t z{gshX*YrAU!<gcd2hO_O&*Wspu2Kz zBDZh+*GsZd4_i{9b!58D*g^)(As{I^Z?9FyA-yTD%EOPDA{mQxy2+yD^~yC*vw;i0 zLRgdR$>i0$`#IkplNjAa^ZBlaQ(Erfp-N~Du!-r;k5$Kl3{GE*x7vM9xtF_aj>eT zUf$rN_M6x&K{glsocjJF;Xm0J$YIXHF(U{Ty_rm@JhLcPy4trUG_@j4<(@H*6OOM- zEv`QTiYwsP#Lr3mWg{kYh-9-3o2D(XXhn<;-%Q%t$Dcb2kJf0lE@73RV8|Muorb8o zSE^w->L5p2tK`MeY{?E0oWC5k6(xF=LIAVSIdnWGD8TWnXW-96kDn&(8{3{+*1r!s zx9`6M?m25u6DlkX8N)#)f%$iO-JE~ zzh^W9uMS_j{5=~u`lq7|kqC%hnpp0|X@Z*6iZ>kZ0BuCSq7)q|Q%raFGr$cgydP8= zTBydVog60l0Wus;j>2O_24)ScVbG0@Y-*;Bm$d$d0AwnxeQE$!1Tn-aa}cogp;p_! zDl0{cXGUhvYckTKLhR~r@SrX8A?yAvMl_CRdQ1|`1$Mj&+xFLUXX^Xd)xT^=d34X7 z6`hK+M?>%>6zs*Byt=ku{eF0O*SVjQ%8dg|kHP7$*KiexiGj7Y`5JSkFN|voc#+e& z0fR!^Ld5R$O5V(}&PVA2lT}#%0@U@DMn{J#%J*Bz&z^p+SVE^cMc9Gyh%6yt_CglN zXgFFO5R18xa0BjiuiXFJL{HD%2nogiGGhNt(ON8%uz!V5%L8Pk%dd<2!K(sQ4(;tj z8=o0zAKx1^n>-bPc9~nWgk}21QA@Lx6E82+hb@8d^1JyNO0*4%+ldXScc3r-TuO95 zVrAQm|18$B?|7rJjD{J;8f+V7QACo6=^^~~RlbBHmq|~pK4W=9ead!hr30?K_aio_ zh_#vcdY{WPbVNB#M8O$i*a|K4EE0#j`!m+Otzg}|sr(WLq^e8#jZZZ=#pS%5(3)lyc|7j)N@%uNVe-{lGxWyP za!O4&zKt`Hz^5kSq!O zW&PFrMR4HO%mj6S-~+a4I7-{*ID@_y&)WmBH@WsWAR)} zbU5$o@YUrW7y%Lt6+P!W>Mm3Q@TXwbG8bfbPIs0Am>tf%T+{erd{b3LWGTjPfKSh9d+Lm9B_7y zYwvzh-T6(wFu=|c$wT38NL56}BrZqF^w1u6`0rpl>EEyL7js4Z7ag5$iu@)qL9(z& z3!XtNv4yG?(uNQCfAKSQtmp9gY$`7$DjaG}T_wc=9qn$;*+wvBpNj@x4B-u2WjEiw zA);GKCY|$ROKENoYmo=B;)Lpn;}5FW)r=bUn}&5HYbeW-t3*JAT#pllnEa9CdpU&_ ziJnhy6VRCeP|I<`o*7H5~%l6{u`;QNohT#Q6E|lRdAVYHk zDfy5w5!1O7D9eKHKvHKK*d7% zGb;htF%c{QB9R&CDyrz;FcPY!4m7x7(1akNR4@eW;XKE z|E#^4rzQecA&^h)d;7rDZI-bG0(}guBkkbgRL^%l2wTcI0|KE!3ds_FJys>prTBXT zp+dX@B{h~p2l-trS9Dbh=a2s1O)%(hIlMf$ehr~SuG%}FG()HyhOe)hvk5)@bQa8E zcW3`l{_G<(VXS2-$qe)zj!A*Z148I2Sj1aE_2uVHUeqE9bMML=P}wK%=1A79me5t^mUs7`q+!u(O)JY!pl@>Y7LOolN=!ISD>`nq_oh@$ zZE8mnw#Bmd=S?O7jbSdHf2ki2J^q|OIE4Q(Wm53d%e$wV*;dUgX8Rm+*2wt_eHS36 z4X;TwSAuux(`nO9p+{E|+OcHB;0Z5PJv>po8>u`RQWo6~gWWb9+`!GLZ zDNCtL9lY%^Zs3eLKvwff6XGGGaTH~hN{BFB&Ykcilo+#6xFLqw9GxsBCeI-H3@c7@ z*(=6+*jLoImDCoNp!N!r>T#lB6_-9#bfi(#PmZ|Gd;N#{=6|iD7UBOoFE@71Q9n8J zoBzxiJMrDUXLz1B1g|i)>nc^Gg=W4zV ze#NkTDPFNr4#su7>2>@2RkCpV-GhNn+q%@Z#`$@rDLxjL$?nc;k<)dA@NVi8CX#PG z(EFM1Z@Epxg0Pm;0x5?8l^RPX4Hcn5Qbd945p1v%$B&Kg3c3rLZpAwdplYf(qmG81 z2$no$Ft6o3!|*JbPV#b%smUKg8iBiV#~Z)2a+!^>fPi6QI%Lgsypap7oD{r$GAV(N zDcYYqm8#sL_SqSR-H-t@Q{>|w%>ZKBUmydAuc&N)r5cxMhr1R>ge^KH?;JJh3(c)g zQM?*jY6N+K(=rqTD2Bf0cs*!PXi|t`6{LrhZAs}pgA=%@QV9oyv2>f&<0G&u86U0g zUoP!W>3B8|>^MIXpzHXs%3CD9ZY-q{oQYfD>qhfRLLk&kIPa1$> zqwu7P3i=S+T{LOq2Zh9QtcNcdkI~AIY~E^=&X1dPfguBZH@bsPdZW?>W&Pc`FZjOH z$0s_BgoE7l`f0;gJMwmu+?W#4Ps(AzQ-9IZKwguv#}P%v#8OxZ^TaWy3UveRYcQ3o z<&nUe0MP`hRP;=vT6jezLV<)82lV(ocNQj1pnaV99z^BI8LdhYZ0bP@K0!h62#d}z zw`$raC){4iW5JRLE5}mkF%tafn2x0mCHfP;^I^N-S@7xpawB@yZMS^f9 zZ8?@|o}bm5{6b1qQ$|Tel&=M>+9=aq$*PR_m~_S9a28jMLGAIAKflnqy3>Pl1w^C# zaEP76jMtF8lOa_Vlp+!}fwV%t+8<-8oIa|3FVS7DZ zs*FLkmna%8_rz3k9__hL9S*&tHLBg9(X>;S)y6_j#&ca2>>lrs7QglCOpKhW;f~=R zIJJ}=s7cJoLv3vh@3R#`a^Vmt@svO_i6azdj6+{S^u|mqewCjSvQJ(HkVys#*Y$|^ zNI6e)krpl>Dyin~2#-jOR~Cn0k!HqN;dAS5k90$AzBBp+$YX=lKJv>U(HN3A;O}zcx$mxQ?bw??x;IR}odg&)yQT!ZYHnWBRhqwx z$Aas2_@7F~(EF6N6raYgbY*VF|JNn;D@U5Ksj(6K{8hmK_ow#=xX#Jk3kXu0X;_sr zbW482!s)!v4v%ywVOV`67$YT-R@{YZGIn|ROO<6Z7TCtBFwM+yA%1XpcBQqki>u?? zZTHkMb2O2Hq>%n16^F^3V@0(F+5Gw#IWqk@f`=ANYl*x|$I@~eQCKnhrjfR(*EW(R z#+l-2yWo4rf|Eex%IoC432V4;#$*mx>LySqmop`%W3f*zt8TsPlvm^dWjfn1f4=L@ zo@*q}sD~8rmHIZAqo~KWYeb)38QhcGW#gl-sSXlR7K9>me@I*^g)`Fs&NtwRUrodf z^kB!6i%;qxzhr=P0``d&fDrVR-Ea1NCZjpDa zuK2`9`hQWAh!G?>u1cReX`0c@S&Ex3JDwptEchT}7<+iuM;xGSz(d!g;E=UoQQ9oM zyW`v+?OV=He-c3(uF~`NO18R3z2X+5O%13ZiAZQ*+{h-KZNyb3;8*caxRqifV|v`+ z$3TDKX*lD-m^%w;gnV7bgd*H0lY78qoIHr+AUh?QqHuzFQ88pmJ zAEw7jh;=FKNc{o7G~y#2M6UMc*}uo5=QK?`bsQA|e;@L0p(BYIpIQCfFL%a^tpen@ zhjf9#t=W|Q8GLaukgK=IpOW|s=`)mu<;xFEdE|q`jxY%K_$ov1xFW}$b8(25@a}x3 zed2*g0wQ8$_dL!68gt`{BIU@(>0sg3Mi%5N1G}m4ZCu=@yV$o9#RKgtt8g7e4nHnN zIh#A}m#b?e^Zh3V{r{&;^eXvH%@(gCX5+8Nbb#rnrm*?HGxqIEt;MIGwme-@DCT5- z8V_I}?gT#ExN=ERE7^bZd#c)%b_>=KlWu;mA79Us&&(vN8(+ezK*vL zxcb?8sAoB-VgwHlsY6n;8S||jqH`NG9R1NujS&$L>66snoLl(k!Y^p`&ZJG_R^=JN zB>qq%Wvl-_Mht@F{9#MdSLq2c`|X)6yjist)|Cv5&a?oB@jiQ^mNl0K^U487UF)IUUN_ayDu# z;=;BTpAS#Tng+97Ipm|v2oTIkDn`gEBaaCOCCKvXF6o;PgyC#lrOIC2M+z(^FcICY z*-fhm&7o{)7hw4)id1B=$LU2|7M)0vIqRU>8$h6~ft8JEkjfrLG>NdfdXdm&mS%Cr zsgc@Mh@+`v;0%*GBP|s=xfo3_R-BI*y;w8d;sl4Leni_qs(zL0hCeJd_gy8zV9;71 zlWYRQfhFE=UF6-$E`gy5B8^aPD1He=jZ_hfD%iO zwRXc@UlTKtq4?p6ge1KS4?9N*$9_(=@&$zrB@bLB;IEOYL=S{(XZj>zho_gb8RDjp znpz=rpG8m4#N}&b(FH|z=i!^NtBm)OYck5jYU9;FjV284C4;i51*j!W6U55f5c3ln zNb=nuT-XaEdg%Tx$*>5(&D7zq%)s;YT?_Mv__8RK6_bKHwYawyp$+OV4ckC%d5&wl zAsbbJ)L08G$#O$$P5Psvwj%riD_dyiHS>(y ze1%HS`AMN?cvBUJ3HkurIz_cxvqX~I0m-rUrZ;f7;-oayRZG)%3ihZu?$an4?r00YkX#&HPti{7yw0Pux)+qlAUW&|w<9OG}QE$p9#~|8(%Jn&kA`=MQHqhblqHn$c@i7map zRdpaq-no~w!H}P{iOVI|*orqIPK@w9h!wDCS{TTr?s&&H&?9sUq^xmJ)1*)}t|UOll7m_?&gxTC zY@h3MlL2^ZRiv0v)^1z8Z$#yz`9<+jI@d+1o~Zric6Mh_JSwXa7bMHi)B8&ifF zl2+Qxlyg&vMIx|iSUoX;q|~ng2<}oZMRZ1t0so~W#bg=+Sxj9|Jn)$|%+fv}NkNm) zp*l4JedZ-ze?<{Xt$OJa?;=ae>Ba7j@Pg}V8qHX;)rhLYLWR8gGq>fNDRP~FhywmbLo}OCcT`!u z6dLw?xy}ArQZ{9S;Q3=yJl*~ax{?VBP7$dhc$j4Ao0LTHI^Dz|W6sdIChd;J3Jk>n z68)R>$Y+E9oPPYZ`PR@Rlj5EvR*SnN&umYD!y|qd1Lsh5&$>%8Eng^6kA|0h6{mD? z6JUqZ!_F$e6La$XVCkhHMZBbNBnu}e=D*h9!t0#4G{%dck9`tXEybPB&)VhOzx^qA zU;NUm>6+4oW-~-=eKwD0aA&%Ptv0PlFq&VcTycgkaQ^|TRkQeMm-^luPP>KD;-$z; z8I~8FY|Ccv^?*$rGR8UM6tRYxBj+h5*0ZNE?VjaEdnJc80*-YaH&zj{$9K;n2iNP| zK0?M)sl#xz5}0r^_^CZ3_Y}S-n@WyFzm`^2nk4h_t~B7-h`}xa3^tO`Nnt#Q_;BFr z2CPsF`!Q$~$y;YZ@+~pMLQXLlDwV6?u6n=%|2!OO5ugUHY8aWg5TO#pjSARrv4q_C zi8QthD+o1G9}B`fW7yL~!GQkolu;2K29(QE6sLdXa|V1KRyWv9Wis0XYDh&+y8kB< z?L|mfLUI1@pf4eu|chc3^bsPA-4d)Z)pQ38wg?pC3l%EQp zIAoHN*AEFJrk@b6+N}%AZ$n)zqFcQQOBFVg{4dryRJt5CSye`36O*(DUbt<#_4uhp zD7zDqU_$^LU@F9BiiFqJF`@Viyh$gw*LX|St40*wQZJd6pFsTr1m60rebFsUN^7U( z&@U!`6XL?-uAgoj;hl)^>{aEU_RMQzuIO=F(#6gN!NH1*i3K@!hEM}w*WzwuG|lFl zoBQV&VyCL#$!RFZza7lHW|^gQw#QG>m|m9pemY-HD%i9}=cJWk0S!(!q$8M5V9G{A zqm5ammiJ04PB@7~IWXL^t*kj|N<#L!2Di$5)JCR~Y%}@N_-4Jdl}#`L*uRv12|fbH z-TR-ddVYHQ4Q&hcNiti2gD6piwO%I^ww3<&G)y%Ub?y!z~S+fLrgE5)K+$B$5v@Kh*5m?6+(zGy+?KMTE zf#vl~$|W}zH1LXSsV)ew6Gv1^Y4d4VT^-J0Mgq1c?jrv6lanx(3Fs3VZ9R-L1!mW) zVI>zM6}1G;MCFSt2oZ-pnJZ<&yOTR29vq^oC@>LKF6aVK;xj`cNM^DWh;~Ms2rwo` zy0QXQ9b2xl(<$>fQ!|vs=v)(q&`$rP$%V|MjTszGK5bP=?SOMbfO6& z%efizSEn;gC&i;{UFUM;xJq{pp7blF(6PPsham%D*~gtm4}J|QcNe6Ke4L<~4S!&;gsBSY`g zGo!h!k7)q%2-4RflCRIg)zo}|j7B6xX3oKr)&ZEdqBM2M1-#yxc%mpN?$@spmTG;& z7=8>8rXofpd4>LGv?$}O-l0#OZYHNPwgc^UCxMo&1e;@GT*STk+Vh8S3BSG$(zZ`G zo=IvRZ2_h)1tPTP>Bi^aaZat3^tU0CDf3Vspeo+;(qyTpgA7iAo%KF|_LmPPn)qKk zTH68vKH3;|lb?agsqL~lGM*CJBe?ND3EKaE7paz}=Cs(JHHYYfZ zNKi3Vl^aG#S;7DEGi*EJFZ5yXL1byWMLAn(N< zvUY{&WpQzY3}XO5mZ-wjx50&xdV*~b+(qtoHj@)7X=4&LzsQS@bpJEftH})+;nv}C>ifGu>86BKQ8+3`tyQD0c zSM=~QWXn^|8$c(%myxkRqS&!)X^cXsN&$yZxQmCB8kLm+=%Xf&5V?F`Acu#S(^1se zib#p2fkd3Tn(n-e$6#!r1^RQ6S_e|^aVd;vRLEYPL$A1;E7 zFoI}CpZc)~?*2bh1)krbsz-+dsCT`bzb8B8H ziBA+NBLGotdPdZR#~#1h*~T7e&x4e3pZ4RQMB9-q3uAM#nJd}DhT{ul^y~SF>;M;3 z3-_3~QLq%RgBhGyGANLBI-YlI0V9HsM5aO>YW5+o?JP-=7V*8!Hp|s5nH8cS#m1#? zxm3p~SsVF7l7@j7DBe;RH{@f_Vg%<)jvd4};Pal5uTpein^Fd$FBB#Hj^|ed2Oc2o zu2g^zu07bkG315hCUj&w5xm^A9FW`u??QcJkdb{wv|&I{?GU^MW$(aq2Hg;kb{dMG z&2o(sv5`L{aTxKm* zQ0)gCON=ps$7C1$$~20~koQj+Kb)Jewn~~~mzmOzVz|p{+zH1ED5L*lk4iqw6S;x8 zUvIBC(!KaWG2lQ0)fZo#**pHZ_lf5@pq)0Gtw_!ykCPp>-k{DJR5;N-%X}Y7S34{tYc_1B6sdi?HI7}?jOkEPEa;rn!?k8pZ*66jO)0BlqC2f3 zHUL5Qz{{uP9amwLrbhCaG<7^;v1e%dRwy-U#TbP41JYE!zQ?2UtwX@+)6^q~P^Nzv@y+QhFuprD;_t1(3m=>h=5 zuzGfi&&h~h5^|wYmn&H&<^Jb;A@WF`3ROx&H>b9~$B?*6h0K^WI}d=vASY0I;uIRo zq@l-Z>0T1o)DI)#O-O4->6yJBtoyc_Hm*iwPOWic)$EFvRd>-ASk?cxzs#u_q(`Hl zRRh#5ie8KNW;jHBo~J%^Tk;raf3XShOow{91gHnSw5*o4e(N(~_`A2AvH9)tR?pqH zUYEn!nP%|PmrdiD`mj}=HG=6z+4lx`&Dq)6cub)ehxsqQpaJk`2qN)@mN#&1CE!I@ zW#&s6_=z7Mu$NPMxUa-pc=I>7@U4T44kdYOzI4vynBAc82mU~p7uCJ?&tzF$e+N9u z$KdJvb=3_;g0Oo<>`O4M9aMFU;$$<@u0;Un$HQwzpDp=HwuB8`yrsW%8!-i#vF&P> z7L(d8wb+4%Yb-kWLl&x#;O7j@XL9R6Z`gY)BSjZ4NUXL_O$Sa%ZOL_57lTndM%*C!5mQa6$hQr1s7QX5k zWR6}N?KCGMa7>Y8jV?8ijd{9!F8>p7siIR#5_-06L=Ca$*@28apZi{pq=DeYDq{Jq1PZ-}LgYFwVyw9DsF`*5Yf(wmp1au%m30wCWsk{UIT z4)^K@Sy@tJxv|_*(LJjWkDBHez9Sg?IL9i`7mp#8;PM*$in{b~w`J<6ua()1-Yqy)j67cb;G5{sE%Yv>{aC3M4#cgLKJQG@~0J(OtS?c;gyJc6iQ zYj8{FAUTwZeC2HONj3Zwdn)OvHiQ%>3B=f_r9^Kx%Ixa>l!kzFkY6}v=_vn|2EG!X zDzUXxjaC7cqP?+8-7-?Tq91RT8U{mt+e}Ty zi`bc(!T&pkftF!kF8XbgdO{{@UzjYm#%&IqXX{`+buyV1IGG*p!5RF1LbbT+ywnkO zw!W}=;t>FTCuP{Z$+)mt1=~PeN-Excn)`c0%r5w;GG6lA+uPut&V`S2fa|EPejD@e z;u9;)eGku_-^S4|p09~5)#~amq`TY3npP2S@)Jk1bP0ZnG-D)nto~}%#@cd`ohORH z?(Ff9vNwlaHcGTbrWkM?(N2T5CUw(i5C#SvVLmPzS}5t@NZw*jp1l~fKcm%R(VX~; zpPpG)%V1Vwdrolu9lWu+|`!5lY`7PHc>}S9~T#96a;*H zc?&>`3X#O^7A)L$e(q9_1I~}6?T_MCKZeV8bY*-5Sluj@UE|d-GAK*+yX#P5+V9)0 z+YD{9bc6{tA}m<{qz&2VL=AnNjZv9Mr!9gRh_!Qa{}DqRsRiH}9$?vWsZ$0iU^-5h zv6TxwMh{&=liqzJiEzO$4e?jWlP9d#~n1|K3IYk8BNWSXC=J~`Kx6Ch^FEYbD4is4Os?_v_O?{Sj zVx?27mpimn9gZps5;R3IRRmgQH!M@OT)AxQ96|axYy}|H;AoPQp*Tj{wGpEK%jgQG zC=DGCO@(TzAX{KQ{wp#gBi3vZ0-KyCtyQ?sXq5gBTkrkP_W$qyM~p^{5=4xs5k;(+ zRkSZ6B4+J9VirYFyQn==VynIP)*7X1@4YFl*;;K;I<#K>=6%lPe1ABfb9wv)`Qe$z z{c*eBZr59ZoeJY^TGM#*rI-zUN87~m$XlW|;7-j1e8_WI02_6&9Ov&&{_NNxJE!JU z)iV$Sze>a<=Ic z8QK3Oz66lWu6p7BefW`0nLj?X@#N;@Z+bWywEk-2XnVJA>mH16Q-%J{v3Sa<(8&3@ zl|-*`Gef9dZ-rDL~|7EhSX!NP}Fqv(@MCDxBoCGa`pvO>Yjt<2+LhsBg%c= zF0kVww9!LfWmFSPm?o!(n5`eH-Y887jpdXib{XC2xuOUN_ZH;Muo4Nto5Vu(f>>0i zDI=e$e4;r^*v+CI(~JpbN)CsuBza1Ib2o>Z3mQH%iyKnam2?I?dOcM!NGVyCT=~oB z9#GCsH}i0B;7$Lys?C0UC4~|kLzW4rJAq~^rFz$HVN)t+FCk~qiWgl${S^SG3=f)@z_K%rRfBapfoK2uh zDAd-s(_FJx-yS1aVrscDFV5=qsd_TBXwNuh=$u`W+Gzyv5$qyOrOp%H_!B)FNv2dp zNKlu(ZkRU_hJ_fuKZ{R^rb^ak8gd5&6c5e!^?n&w)%6>zY2w-TM5a4dC*O@(Wnf?W zf$i0cZA^+Y&Mz4Q6_pVKb_Y(7j8O$PLLiD5GavY$og+iu_85Gf);J5NsAlH?jx0lP zXI_Q;N41xsN{yBV6GFZT8?P4jMt#pt)a-KzVXIF><8OLuioHq$1)eD-t6PLt)5ND4 zT$b(O=&)mYDh=0|bM3pyt*sb*Rz*#VbY+uy@UrJ5=q>TS`8eAzS5$+MQpIS!EsFtE z*{Dul*Lf^{Xq2^1-60l}OABOR2hMJQ1>~zQN+ky&tM&4D26((a!xof^n)TJ?LJeuE zx_^DK5L#5WP8}vdE}DJ3hc=y&bSlqer9mLWL7w}$3draP*7Q)sYPu$wFaBpuP0_~l zojLBn?K>eJJePcicR~QineZ?wSU~k*N4c>X29szI(yJ9qNnKj4a;U2>w?7Y~j;Tb3 z(Kk_hQ*zI%$veS=!uDyBEti+e_%-6!6P(jo6Kj!u9p;8a5kLcx9io!%Eb6v5pHA7G z^p=~)QFUN!u7Pf*#K$9$S_9I3vT?2-TkR}Q&@S)xiTbYlZq{O~N_ualorH-UBzxRJ z0RQ(9sq0-Q&7&HhbK9hzrolIo+`3*Sy7);z^@pmkuSz3yyA0-whuiS zR3eyDt3@V_6Z>c;s}8KwQA`_w8F-n!cV;EKY~lfSQK#UOp*}$;JyUtB4%G>C%|eQO zf%w92_}06}Z#P$Vi0Qe?fG;StfohCXL|hqW#07(K!*-^-7=%U5F{BKp#WKjP#Vl&G zoi!N>3P{I4i4UI>S`p<#KyWS3^@qgZet%q3%|Cgz$IPM=fLobv?G2Lp_Y@O)%WDgt zhe?!ZOO^5b@y@D?lYieqb~=i#^jWm&Gs8$%5{)Z*imv2*ap;m{<0nuVTUXR($89)DmM1 zoha+eoFOOKGa3q~9_f&@2(r7fUi(#ze1iVIyNP-Bszrl~g*ks`%9tzlb)yYL#E9kO zV}cZFjo}x>=fo`Gr@}87-y0p`1Ge`B1-o2Zn-*p~a%clD=0)t@KB}R=7%=7OHs9VU zk)ezUQa-i*x;L{z^h7gfh34x+b*`|&=+0bi4MBgJVXMo4c*i! z*d-zyX0tAhhXxd~AXT_ti2xwQ8fq2n_l#(B=_Txhe4FKhcC^TBybjAMovJ(u8K7Lj z%kIh;iH&Hud0`M7x z^hcp6>hyS{(6&st9K+7?@o)4t)_A0gVF;1jdE?CUB>pxmqr-AhBggKA%*y#t^#Z1f zx*Joq;}}Qz>}r1$C#8OR0woA;3}w8s8#hT$RdpO~y`6bqtsILhPMsgv@#E?{BIaA0NJ>ofe|kq)VE=VYOMoAK{rkwEm4B_%&Eo32$kPU=TkUn&`bANk3n;1;$|?@@`#$^<;EvRWGc^vC|~f=g~2wRbaL>#FN`kaxBBQECcx zdM3Xmkt2}C-pU7s-#;Et^>?v2s8I??C^TC2FcWDU+Ltaq&-J!h1-e)Y`XnyYGO<3! z_7G-^F$dEe@{+tND!{x=QJcf8Xlb*&XFkMQ>_bD}t@3Q#=<%u&^%P{}w!ev;DJr0K zcm|hip@Jq(typ-DuwXMrlG%6=U0>O(Y@U9WkvV(XxkLO2r*^{L<^%TKeE ze1d#oJ?hMcelhbiCF*3wV4I%c7drVLldN`Y)e95B__SA^1YmQAui#N!;@S(az%{R{ z$9^s=gz3}9kSYcd0|+pJUWV7{YVgQ+Nt1>f>x(BVdnG66W1zr9@R?%*oxC`G3#!SP4(PSw#c>!70WKK zHnv~aD_sPj>GGPgNFx>%e*-|pO;tJOEmPyuTOhPnEhWoVJg=A>(c-K#2kOj%`-il+ z#Hm3yn)Q-oZL3~(6Z9KIGH;0cd0DUwa`eAw3*KHc8tkPvfX*)D zaAr2l&2Or^`ER@f1W-fpf9i}zYviYOveH3}im8I?wK7y2H_-uw1!>`~7thyJr$ zA_S0Qy8W?@vj(#=^A20C$d&JEd8v=L2?g%ZFi^#(B@RTLrig-jnbGPA+9@BV37quE*{f+~9r;fvC^0y0lZQtd{_LWGL;Oa2u_ zs8HOf%EpHL#DC)!WaJ8g!x*hL6VPpo%otkZ#%OO?@{O>~}e479D?ShWO$V&UeHE2HcB&6!bd4YVn~T{J9@14Bs|>SF4?e7iWgQ4q%B!ejP0X$42S64gQ>ReJlHC znB(zJGkKKzM!vlCACi%tr%@#$$$*0NRtxJK5+c5H85Io`J4GcN(yDZm$E!r}U=gnK zeRcipzL_feuJdzuggAw~7>xc59((>sBNIPAq3B3OP%iXoTE=1(iSu6k>de~|Lj+wB zY-!K^U37-iVph-|b&c1YiPF**&DTt-DN<-vU#m0*<6p~0YB^0=5Rx}H@nU0nA*;B- zCX>UcFHDnsp0nLsX;%4S7```g~90MukF|%Klyc)f4jjPeR1o`HyN$0E8Ydn9hUIdrZ?6 zD?>{k8%2%DO|pPpT_*CD@PrGV>24t^I4lv)6tcg1Mj^m~=!U&rsTNw}%o?!>urQ6&oYf|;$s1?3J~^Z$mCC)=d4UH8g_x_jHrgX{4ql~L z*cazcgD+}H74cawBFIiBsO?-5$Sb%{9KNL%#ko4C6KcvVFOFM1V{NI68r3yKU_r#H z0)chJ>wbG-1^qy3>H3-5nm&^OtCx2Z_#efCFbHwFY*{!zgeEz9+ZY6dNg(tqmxkV$ z%8R%2e5``P z^-#;JYU;$8V&6m?VQ3e<(-ei5K!)Nv@u}(FfskxX8r7|zcwP;L2UxLykAtn1H^V|- z*%>}h*!{LF#SeBD#Sc}}S8>-rq>VXX)~VPzH(L6yk5Q3CNdF&s2Et;e>~N@A+yH|)Wm!Ub-y9N z6)6?-*S_xAKgS=oUuQ&ESz88#<34lu(bR*>m?rDvydS>&`e;K_joI2^-~i=Xa_oPB z25Pk)z@$~WO`ZMlPkdrBS?3zTS{b&-NGFBZ;DFFnlx0#1}CP1?9;@5f9r@BB&ZrAt|8`Wvt{`B4+}=we$qrPN7P68V0iXlp1B7EXVOU z9PmJZ#rX_ZJPv~}V&&~@Re1A)Ws<35IJeW30g7D&$nIPP*?seKxz|I~11XSySS}t5 za|LXX{qw6VPbWNJu2lEEU?1kOJ9i~m{qaM6CUY#F0OpNeR^-}Cw^vyb;S2w9eCrev z)r|54WA08}$@l83Oqg(617f1Ka2x=g>)TekFvEny@f0eToyv`>!AllW5(*wwL9Q+d z5D_>GYsMSg!gVfizceZyh-M7K-J&cxR%!u>hHQ6$o{#UGkR3AV@4WP4Oh?pinh!Zq z_H$%Z^CV$-nUiqIH$(MS$Dq-M=eYS^!VV8s*ajyFTQazI7sea%%%vhI07yNIKn8@= zHfGKJoRw}-qmKnZyUHy6)q~P8t4mnDN+edZXBk3f{lpTebP$Mr1z zMtA^T`$)`)Xe>j|zhp(s9rnXBG`+7hcEknAL?jMQ_oKCw z98B)u*{g;=9#s)pVb%FstJOmb1UUx3(_=ykPC%V5p5dp$x2gwrdBF}h8iP<*qj%?t znjtdGaf!lQ+lZY#zPyu*@RY9GEH_cM0DMl|Qd2~0Z`ZkuBOzE-xnahdo3>)|QA#U+ z*^{D`;8@Q@x(*hcVz$K!=NO;G{=OZrR!MP%K6CvXGAu323{~Hoz$wLsCQn4urT{x{ z!z%16`Jd;pLZTYjN1)W+ia8EFWRAvl1bB7`iW5k2cF_w#O81?9obs-w7W{5ze&zd!hk3|> z>6EaaQ*w!zprVZ&;2&sm%g-O@)}eRY*M0Uz8O48JEUevNCd>lECFY%^ZJKEV=@`)& z(mbQfjH`rxOX?;t}`@`+$t?R~uwi)ywF~EjdZFvrY!iIq!Vw#z$w8s(j@4d40d|r7)#< zC+Kslj_!Hc%*136Zkufg9bwD_QgS7bT!f9odgCsh_nv$t07-1V(j6RmW477s&R`K+ z1`Wh__c$x~z$AFiYH56@j|wn+pwW5-LQ-nfJqt11sDG&VagoGdSjg$?&Dw&BW}VM7 z0#jv8YAm(+k^Sk3RU4G~6dVDzN`o>yR# zdH>z7dHXMakjw}!`Mc)tdhfyO*^&Ua*RNvxhF9wCct@&B$t*Mh>7!QqwjDHx#${QX zClmwIqndqZtuz{M&1Nfa#Lze~TG>kfS$RoPWKKbM2>&yQY8v82Ne(oX?*?7DbQ8-i zf9+mcto1u7?ED$s^Z?m^^A2e8SCEyna{g|XgvZL{cGRzl`qL$UqvGopeg8rY#L;lQ zN#**~(F^b7gYyJ?FZl=f5nG$Vu?dV^@teyP1mi-dr((#=Y21!$|5}SJ2IEZg1<>of z=rXug#8V2|7iNIT7Vp!41@j%JLadnWPEMv3mtv{je!%5kTNzM1*W+%N>tqt*m0*^) ze|b5917Y_FhQ3LuG{FLNik7_{_*szdWD*lRJPKN?=NFIvs6!=g=n=>`kfO&84Z${J zR=k{`iCw0aoS}kQ;-_Ld%lls@j5^O90O zJ0%|J3SBKsGx|yWhkV^wLKIEu#rBz}36pDQN55cn&uoDZ zAOvr6nZkV!N~OiPO)0bM(K+x9NeQd>G<1<3Nc70@36mfXpxShem{&(Apjh|$XLk7# zI?Pq6sAikyoLr?_hx7GZNlkeV7y6XxXX0e27@)3k#DVBKgd> zZ2o?e9>YV6hHQR|&W>Jk97POYViDk?6*RJ{`J>r>BzTcTS!sTRw#P~F6HD;DLKJ-n z#=6oViArJ$+K-WC;b=#v%{7dt&N5~vOWdh_s9gICdMhPGuxvO6!{4b1WkIOvbzeyY z#a?!AG3zW_hAoIV3ms(p2NagDidh1h3_%?MXT141LW$!_N^~(;I4{}fL0+N4FNwq@ zUgB&6OO*Ll_2s`7R~q#O&RvPG*B=D2I;*X`dPxneB~Rp0mQfMOu{3uoaR!Y!m0>FNrCzH7!(Jf#3RyT^ zni`vHn@(V6b|1_87znckG(|I223~c7)#|aKd0>9<6e@LSjL|~afZ3WFkBQ!h>WArz znINDywUXUi$3Wtg^_BS7N&k-rW|>rs9{K2>7Na$STeU~NyrsKQ+g%fdYPjwPzv{*{ zVK~6ewM{ekw#~c3{Ar`ssk`Xa8}3=(F+G;VuFJO}6mf-fRl8LTFi-iL00j;rPhQV+ zqYv~nTc1v+AL|&)8jpV8k=2Dgw|D#Q!9(ly$@xYlY4Um~mGj({0H>9INsm?)(n>v$ACGfudBO-+z9dpHa5 zzOaiqNa?<*kH+dgSH=Of#^!g~^3i@(5TJba+~CG1YlB^Ah9G*>uy5?P){R^q8g=cB zof9*>38#s+ZfPn+)emIGDH1)PmCb`v`AO|eH;TikG-1x+Y!jjkIV57yuT7Hl@7+x-7kr#m%jmg$aoe z*;_24^zkDP+A3~xd*Rx(Yc=c`rWKqtr$yI#ktZ3l3gSIEraR|Lv~#=0e!W$v9hb{> z1!xc*_CfMnJ-@yA!P01D`pCfyiEEJd9e>y@)?i=aF^xvSxU>*Hl|KgX2dh^dR;y-_ ze@U%tw0G|}L{AAvyG-pA0%chk*)Y0zF&-FrxldUXX_n!cNnagh8|ENH3S0;>AQZ1X z<{*)Sv0=h!__kmcP%9uxh%pge2$8I{A{!`&cKC#LAJKwWK#9^klK zOSGvtiQ3222nbUJF>^*HG}F}7XgBb{3z3;9Hm?f zU+u3oof!B%=t})Osa)&N8>_o-s(CP8|(Vtm&0)F&h+ahw_=Q_(f*FH99V3e%>{yGMIh4`*g3?N@qnTzZ64iC02b)zG7reSd<%r7C4o zgw9RwIh;-(R|VZkMVtC8?@`8}JECxwQ;NEliBw&~V-6QkM1l5;pYE z=tO-Tb?L1F$OM7*pAA4m43<*gvt6F(+Q7X*M|R9@NMWc^{}|HzLWK9OpZ6|~wmU{c zj0lr%TxvKa!hXIsQdts9$k|O{Cu|HI<=wLzF{5clb zd}tX1i6Av5U5sO3?|)FX7(DRkAZp_sZx@LJ92++s zR<)f<%%-Q#7`B&9;|(nz5Tfyw(s1vrLI$>Q1C%K7u;z0RjdYwLc7}d_RF6`d*UEyio6l2HcLQLEm z(W12NDPDowTutG31$_)UuKxg#1}hCYyHWIjaB#M&bV)hywidDeU~EBcdQ&hl|4nPu zo6w+oys{&xemBbEtwkakw{3)-r#0}~cMTRNHlE6<=H;qyO4R+UgNL7l!Ca_w=}uI? z%KWZKWvNeZcdy*Iuo}uv-Y^jq28IFjCk_}QFmx$IG8iEX>TjtkJx7JRP7BxagVBPH|yl`%RTzkEuF6 zH(MWyXj_4qdPiJ}PR)4!Qvmr^M+^Mp&3Y&7^?#ek^)oCmz&KhSoS@)wlOUqF{OWMGZ6OKMf)= zKY4}3ziHO@Ahk2fh*?6BYR+K6xk+&ZSG5qx_Nsf8{2*;y)e^4RZ#P@Huz(OOi^-$v zkxz~Gp`n^JPpwc&VB+z<+B`ZgEdy->x<1yZ}e3~HG@ zA!A(}cvsH?EETCi@^%SV*GyTJmQ^d$Q1|YTV{VC}amBf}1FK<9ul6bJa|{dI0-FVC zs&jbSjk3)VsL;oK|8!s8#v!~*_o~&u7KnIPJ`WAw8%h-K3%6oZKQFNBBVV{lc%jJn zYkp?P{W#q4kF*7qwB~afT8Ep4rG)O&iF8essiDee*B2?R$$z#YZ*83ZOZRWr*)_-4 zU#A5h{{H$=FJ`BaIf_)zxTAf2luS{NX^HD^Hm9c3f>HUF@)%XkLdNVsRPlkIs>-5E z({Qv^(yD+Mhju5$UHr-TyR@a&NlMy(xJ*>oVbwW@f|eN=F)?-K5?`9$e8Vr@2-S=v zin~bf2MKSBZ9}&w%*9UAK|Gu~<(~T`e8zunr+58|miX-_eR!&xWX3HPKnM~8)N~6c zF00)@-CI1u8{cS`j-1z$^7g=?PMSADl1Ky`4{Rx}sOE3V0;7K0TX_~6DD=8B) z|JgeHFQN12zsGx>9-FW0E!s&vt&!{huD6|7epfc(sCA#deavht-gSZtfS~wR0;BILU}HM4Dno@|jwdtou5-w^>nmF_A0x z5jmQNS(Sa7L4TdoL&fwNaD_0qe&5NEJiP!`6(d*`Gfuo!)_M#&x)_pMx%`~vAJCLi z%)=828-eWU(CE~hqOgZqMKvXMdhVada^3_nRKx%eHS6QHZbR!PakPV~^75wF?Q(4P#k-pe3eNbt<9kW!|58&KgH2b(ty&zfH ziE)ozF;L1O(DbjJ1iPIH_NBLSxk_iXf4`xaigVy0-r!#Q$&|Paq9rYdK6EMwRq2tD zbVB+G%=Ec}!M>Kicv;zF+-S99Yp*~EUiEtDOOlM#tG5j0633}5({j0;I21u}6(ZnT zJ7V|Gohao;vbNlZdmf8HO>Jgj@MNBQ%qQ}r_PZs?;h`=$%00|Stq0_==M$Tj+sXh=@5Z_rM(z+S$({Kxx29?bBYLTI_w8)#2se|RS?;E8|twpP-Dr90D zA@zCXt&I%LC6swzh}c<4EX{R;6GpD^CiQpe=Gw4MrU@St}yfYWqg^8mK0fk-+|!Mkm_P>E_czU+a>&S0;zGC zOwpprf$C1TvNc3$^iFAVXx8MXqA@-c`Ox@-H-E2!8RlkeiM{w^rc{`6bxGb+_3F30 zDC`8t@`I6>^nvC7eJy^TNWS+y`!7euRI__ke(jt2hRQXH&-LFWr?$x^)q4v(Di^+L z+40f1z1=;AIW^vJ{`Tq}T7Glw+>P|O3+O5{z~t7wd1W8TgUhY{{7MRi#`&qic?hp1 z?OJ~wskpkg0C{|-`yOoH`?0ahuk+1ySdfCtjh-r9j`!$vsj`ikAP@1mVwnj2Y>7~F z%NEwexfz8)eo6BBQ*m2c)2F=;l55d4+vJobWf~m4Sgh0)!neK(^7HAP`b>~0Cpo|% z&NOa*;U5>=jFdM=fa=QJY+ffXOS>t4?yHOU$LMw{soa^_Ws*s)8)z2*eQU%C$rRSpe!wL`0{rZz4uLJQqI4U!viPrUImP z_pYXB)-dCC;)tjyKn8Gl2Kxu2s^*-H6k_z9<)))n=CJWy==+$U7R#Dl7k@ILypsz; zs1I>Ry(j?_%t?8#;BA`qx)=A`53`br&>*#7v!4|ijGfFam{H*E1hl%P&BeG*8*|vM zvStheptqm2E^*S|Jo=py$2KA&mi_C}Ic_2aJ=5YjN_VDeS3)P0rS~P~Vn17RKSQJ} z-au?eg3s&H%+L|WG;C$2Yg@GTDeQr0iy3Xkt4|4T?;%Xm3-RC4G^{=~ zJan+6zn1}xZ$3Qx``bUi<9Oun`L4zN4*m(ILPcd{O@TAJp%M4C>8a+8PH9z%6=xO- z0%HtXQ%~)(#uKbfHjPj>$Ug(LdVXz_DVk}HSF*eM)3o@vt?Rn~!QWu(?J~?}ujLri z%h!6mY9V?Tbn&&}b4myswq}r;V)lJLRt=vD%DM+(b>;SS_#(EzM=k5X#FBp#sI+b> znY5QA9w0N7kYAC4Xg8-kR#}`M@HD`Q%u}+(bC0rmMp)f)kEX7gC7M!32>p$+_wgur zkbKK{83s59Mvg?j#a8M?bn;0D{U2#SXwP5kx0f$R*1As|{iM}|I9^Y`kb3BIQYNdQ zkVPJu-|(DeRd$7|W??Q`q5FPf{c>n5#r${DoM+S3w8=ENRwVkantYN9{8jOz;@01} z&S!r^VNa`=O4A5DbB7WMx*!t)3O_ho{6Uvtse=EP6UA>=$BplvsC$>B6&3Z87^ly< zMrf6*cM`*?NNW}!dB`X*+mOZ6{p+%=kF+n1nOMW<1dv6opYth7Q{#g=K+5J5T@pQ4 z%$`SFmLBbe|4Su)H6asyaG-=YMa2fur=x>^nAqPUmxd8khP%;!9zCoC6B=K?P;36! z8Tvbf_@sj{`x-*c{Za(uL$h|5VM+QeK+c7sJat|@xtlhey3)%fCw*O57D;LAA6>?z zBqPVZbFkbV(950@EGnhv6RbX1%j@Gd(3^rbNz(Vzm_b8W<6--DI4=hQ>C%tJJ>9ry zWz~Q99S(fxNeQ`s>Ll6c)g0%ort-f@bqTg8?bMv9I!@&>()7wqp>a2;Kj4G=HpY|8 zUtV~wR7s9kwaIIQf8b=~?!ugpGq&>lBcPl?TOFT>;d}6fSAU;GMij0 zVSX=z86y}QRsKQnQN76IX6+ONvHDHC>u$mihzP2ELB_w3O&XM9pJz<8vX{UV-{&%b z(%y9P&CWP~{OnkW$gTF|VMX1YaDbfgEmX*touDg#&$ywkUR-h1({)-NX@_NobH^7S zqlZMDZt`)}yY5OXDkeDZybt~T*?}3Ik^vM&K2nLd^KfU_GFJbUqkD)mD{KS{^98z2 zWXU$3uKwXh>pM92w#@R-5@;mme;s}eU4Qo_>0056^WR@g|GYiC&V^lLFa8G0{;pj_ zkB%nDM9wpA)+2?wEJ_WAPy@n`UFjGn4>IxFb?P}|f~;R0n5f9rQMUI)JOcG{4FTUt ztYQ9^T405?E@H=y31`3EFxpUJ%2H)W6{fnNR;8y(5bTYLpNK2&G!9nDc6@%LUcbFS zR1_L*q&|KbzVt!V$cbn&Q>T7sy(a7hg*0nKOI5vv#^AnA<&U73guwvR^iRV}l9xvYQv!rA^M{IYMw_nwzi-D!!GB)~ul3|V zb=UIqo3e5F4tM5gzitotu+7$DHKX$hWXsp4-2T{Z7O=5?$f+rJ)Fru2#-k7#Nj;d9 z0MD@JVATW6l4uU^9*L0o>A$NI&4oO?3tewob9b+6bF*%cxB%lLLrHLTdM-uKiDh_N zq6#aGB;L3#X6h)lH>Cp`IFb*!i5bTOhTQB(7-17T4FgaX2I)Srt z?r6DAXehmhuyw}7Co>)$DPStcdq&=IE)#Vtm6ecVXw4t7{jMyVu_u9+&_|{o5?~~8 zrAblQL6G+W{!XFf+7r>&y@PEpkyew3^c^lszsl_J9I2k$S{8Bk5N6CiXWyyf32%l) zaqB}%dI20P=Fs;xhUC=I1o=+2iTr#>5}a8<8Y#!c#u7mz+n#>G-DKZ1Z2ls^VFk>C zg}&+J7SOu7$9h6sRTPg$s9(#71J}w`noJS=`quaYpxZ_`C8e%BenGkQe!rzNUqLh^ z!uO{)A+20XyJ1I(cVv>4qZ-eiEf`$y`32h6k-!ZPC@pEC>6;L(ZfQlQ#!iVkXzGC@ zBB~2MZf7rFmDgC6;iL_W@CS`{|9%L2Di;E6@s#Kkj(RMZ-pXxg z9q7WF08}Y62=Li1( zeuleonKqZ*)}EZNV@Af;U+8U{i1}88d;7T@y+jJ?fwB57k&DVnZKT@@)2|vxnOdsV z$*Q{XpU~O+?z{PZbmbuRY`t0?Yfy?{^l;Jwk*&=5!}+k*TThMH?gx+-nkk&oWfV^b z^QXwqo&gI!R_us8Y+_t0NMt}cxz9sJyHwrVMBsRKC-Jzg)YZ zQ`dkC{&-XiV=nXegXTe4(Uev5d8i?Mrtm>u3{O1zk2j_vnIcS<_JrbzM7knWtb~M0 zk=Dqi2<)46!#VTMhbMpf^XnV(aBB~Wx~`}w7E+ON%u-dH$~BZ z*c+#<2t2;#H=UFj4Y|V}QI^@tCf<5R>qM=-uqXd=f-*7=N!oUDnV@_c*c<-zjzc)eozP?D_nDX9KMNmzK%g!|G>I?;v6;b1?ss~Qg zb;P)ArjAo8Edv5HG>Q>JK){J()Z(&+2g%Ra>S(R7EbtP`-h%SFNvE^3ZbJ7?>?=4%b%m2`E0BK+9cS z{?Z@)LavR8x~G6zt`W)vQsKjq+}Q`+w1H7Vi#PCY>bku9M->IBGM$Y*S2Z@@zpS-0 z|LV8cmhOFmL6_ZEmxtEZ`sh0|+cF{HO_I?(1y5ZPYA-+HD({B^-v@u2lKSR!WOS2- zF7wVk>w^mMJC9!OI<`u|=(YrUDK5vBcw#ipe~ z3F}bg8ftO6q=ET!?#(jC*Spev{D`0}+y$O>S{w`<@5oluJ5|z=LQ9d=I6OELmkYw> zatFSO(vQwV^fXw~x`0#{!Fxz>H$4I-t|8sdUKZyqtw6k;q$i=SU4J)2yp$Jr>n0n3 zGkQQJH)f3`Qb5qWbneQ^$8eiWOPUTFS?oOl&u~HWCiD!-6ix~WOfsN!Ca9^|5{64O zgoTCc1*INEPq11Go&F3=IoL1fBL<6_gqRec+Dh!3htW1+NJYd%A)4H>-^0_vVra2`QA5vhc8G zx|i2;qFfIlzn_k9_~F{SqXyjCStwhqjGW;+pD!&r14xrr3yy2QM1ks+w69m1zq1z&B(H9W@D>=Ro-)#PWQ^7;?X-8OzALm{Tqd2;#Xlp+I+?Vizg1-) z*PV1PHKLk(X@PLCRcsau5hzdKW`zUbekS1<>KGe&kc^65v)ou*d4arx+=lm$O@?X@ z9@`G7gt!E&36p#I(HE+7WSKOw&VQ@w{emGu*Nv$#;iXJ>26} zqir}rRWVDM19*odcOiE)5V8T+8&-NoDkj%*Zy>Ur=>t-kx79*axgnjxVRkJGCl47f zECN2JP@()L08&$&;b%=2V+3r9uwOnj@;`r+nCKNhg#;4`2(4kzN^u$tdi2BgDJ(O{01_ z&E!gWmAL5wRpj2#B45p=lQ8pk9$^*TnH4`?|7{((?vw@+ODQ+WIBRuqZxOzp46A z9BfXM>aWh;vc==_zPB4c?UmfV@8bMsr_)1aj{$Nv7;S0A3e3G%ySy>-ny@nHI2Op9xh+2At3 zKVI|s+^dcyHInavLhK5!ojG`@Y@}RgRERKI6{$`B8u;9`UO%Y>&;5Qf)s@Rg$loyY zc~24G$calvBTUsqp9k+etPar}1=`9|)X}S}(hDi$0$M1CzGg!5Vi>&Z*tK6UA3QL^ zx2GH4!joLw=(6g?^nO8EO;B$k$=mk$IbvIjS8b0-VY=!B2O=X> zD)dM{_lM-a`P9T@bxrc71vn|~MnoterB{9ykLBe#-5c%V--XhZ+SR4{%q3Jq?5Pcz;Z*K9lKdj1;)mU&dgjcM?8es%W{= z4xZk?DiZd0a23WLL%__Q`v6FYb+B+nsJho;j+`r_tG;JT22K8LMi#!cdI{d`&73-D z@JPQC9ppYM>UnvMIm%M{u6Zb-XA`9X(A@UUYBVjs`8aMX0kAf6FG@+Qs&<|-ku$#T zFg*qBxL1G_0|dym5P58xFTyEP70@*ud*y@zV2D{)O(l3&JWB7olZFU33jI>j7eSM( z%ZnhnZ*NX&IT~+stF@BFG2BY6Fi0kAr zj1d7q;nu5`jO^#8bB{ryiu@&8D_VED*XIG%k(S(Fb&v98QgWTGZzmf58T)QlZ%{3fcfEHq_4Z9C>-*Zq9>)9sj-8RNYH&|c z4Uf2nH>-)!t^gIGoLcpfx5XPv%ne+O@T+c^ZBrl@+Zf*%ZBEcqk)=FP`L$~R!+N&v z8Kj?qihWQ!Bw05uN(@??tnQh+tSR$jtZC1uNJP3R(oUqRE8WrKd4^~0>~#ug#|lS@@Y#Q?`}RisnE`? zW0){4IufyILJ}~AR+!G8RUcX(Ci4sEvKTlVzd+>31Te-oJ5MzVCQwmhV;Gz-S=;{K z0 zTQK2yhmsx{&0LifH5JN4LA-S8wP}nzwcJa&_Y0A+R0xt1$u%jG^PG#S$e+%wij!wg zljqf-|G&x;NfcbGozbKEt;qvT__Q9M)8o=5uXV<%o+nA|cWHZL^2oLnT;wq76gQ(w zJX4B#7=oE*R4dcz<{~%3$;cIgftL9y7{=);r=-)~4)5)Q(c<{H8>XB1pcgVovv$sq zuFu#012J^@#HB$Y9k0QX?ljM|ozpZzzgHvuD#Wj|r+K&Ra@N00X$+SC- zmR7Pks4JGn=-!hknlHwH-`6WjzE?oTDV4QEZku2Yd$B`~ZgE*ZD806yMi2)&Ak;$e zC*k2;fqn5c?RQN+IPIjstFhty`W+QxcGLXT$Ra*9FOswjwJu34&%ll6j&t%{{|54) zE~bIIX@fVotD)pJFhF|-4tl=yFuidHgd`^M?46>Ylu^tZ*(|@m-Fq6a&uA6MW9HMc z@b%7};J;lY1YOtHo_DPxA+#sme>A@5`@df+-Mp->EC3R7JdNWHT4sq%*y1EoE{dVy z-|GGg{&T4r#oYmlC#_i8GK+0)e*Nl))`kB%4LrVMd42x-&5yV3=QhHp_zR|LcA|B@ z!}wgVi_zo*F0BSO9;1|Ksl(n4qik`SYsw5wnRHyx>9IvEDuMc>W}7)N>ppFl%;REc z`$KRHY@HcgKW_8dhdOL?{L^$64rZ3CtVjSJ;)k*1iYXpTD0Pj^vI7|Z17|=Ipclv} z!b+mJ*M#ZG3%ywF_!OZlgE8TUfu~fj=4!GnwnsB_YTv|r7h6g2F^^WJ{r&Wtl%f&A zPw2n$8ZTcPvCkykxi@Tc<93<^Bj~w+p5wrJF!vckN0n;#V4FYJyc0J6w&(v&9CEY- zcCJ_YtgpNI`N==cTUL%3ns#1z#b|EBzzmL=NTy>vPI7PYqaASJdEY9(Yy3HW* zn0ec0olHdzfKsTwHjIVG!!xr&IU3;5de1@6J^=M@Cd}mB8>d?8JG{}J9<8OIV-e;8YQ@*Qza0?mrgLN)2ew3F& z@ztT1u9s8qFzaN!hE7dTcs+YChaEFb>ji&AQ^NMj!>Gj#a7}?6W2U%xPX4=)&eqWD ztE7?X`3jYE9W@^Vp|8qSNRVQQjutrEsL`Zh0Hv6eN@` ze$D(^J23HimN^+wx$|mk#fNC`^kbs8|AjN^3*N)=VGd&YJ&%EzkF?mRI!UD8m|NjA zgE<%~xrIdYES&E1ishp%s*Z>dfLoM0xS;Xy(YSeS!XyZ53)o(K&X`dYKu8^#Uj6f( zqB%Wa-&e7MC$**$qdrs`B-ziPBx5S*pIDfW6VF(ziFC=R>*P+Q#lrKzJ7kQiOzf#$ z%qTtyGkpBqLlcI{m{lQvmS$3^9EGDgp_YIfGP~@+Gr==zZ}WDu@?IJ~{9-O+_|niw z-JoI`c5o+(2~vL$puf+l(-HX2H^wRY$Qna{Y=d<${)_;LVQ>D82nc3o+^2e*)QQMav{%yYd z(aJp?n;E^dBi`~%wFoV)VUsst&KvSO_jqp2RD5~C z`S|g6n)LTSeG|{Z|1?oP<3Ag{>1o2$u@xq%U`I>Bx*kA#i#l?n#%USauPXW;3NbGk z#=3fkp^Mo-bXCY5Jw{#CE*z-RnxNS_*HcrfXdWn$ecWbx?^2eV-I8Yd$n@uOTkuwx zOZB~q!LTS9^8wBbhWb{^h8cpskM4Cu_i+jXYH}a=hItSCjqBow0S}aXYw6CwGyV^p8Op*z*yS^*6k|6MSt@BMm=V%q> zXRS=nS7EHD`4wa?I6eA^_72fWGw22$zZQF5?lV%^iMyD?eZ2nC2 zq@vSsz=E_~^h42TprVvopqkb_Yi%*V*QS4=0+0@9NcaB8mmxOhsz zKo&gi_N2E@8+HlLM=SHq@V4I!jyH)G%>3WaJ?4f?=}JW>Sqhv*s=H3J>4w%>S?7eJD2qHnt_#F zJsV@>lhW`x5hk&+qI+djlm@lzf{G$5{p2pIxiyVm+mPTxldq!;k|4`@jAI6bDkd5; zDFj>x1Kh^M-#i60=+i&uiQ!9RN@I($OTjZT@c?HV6Ye;;9?+I%V8kH??=uuAy-K+j-EJ2%!SkvWHA4|A71_-m$gKyHgVxtP}AZfW`$-h=ndh2^bF89Ag%w;($h zrx`0C^9*TM;QV8G308E-AlUEF4NZ3*fYr_Zbn13n0M&xX>ZUeNI zTz?VN^NLt$F7n4SE0w>XyHTL7Z0yysdy}j_o08{)9ze5u)56VM`P>C$y7YB5R2;1L zG=j=5WK+r`BS9>V2zIMJm>J^)BSB2vm7PVVB}A$<0< zzRvEZy)QIYm@{sI;=HKsbk_=1`FqfJ<#Ort`|HoYGGB5)a_jhW0R_S2TTK+E44duq zhlhv9DT)kH-S#l5ar%e1g*-UV3_#hvFuB^iBWmYUhR6vxmYia!G7>l1=skpW*YqBF zu-ecL5Xwfj9Qw=hTHL$mZS1O5Bbh3+^NK>3X05%m$?{sUd{!}+B=y`ueD%SO&K1sF zg~as)oPh-XbM|=@rHDE9wQp!*g4FsStI~TYMR>DT$8U1}=A`!Zr=y=*+?8`5S~E3J zAT#LZ<|xX(cQ3mnAz=~*D^B^~3anVUM>ku%+=eaEj`ky3iewmk(e`_Nn}z%Ah6XK? z#Tn(sZMsIIUXCMRQFwK6Rx31x=Vt^rv@pFwk-Hu+EA(Mum+9Vr7S?U{|6#&eS9ag} z{P3vr)!vEmPcP+RmDW|r6@q^190(_~-nt%y zDv$Gpg?>XuK2nTy015~BFq`hD8dyeO3w+csz>+L92eGxGKJvya*YTb@IvN}gzLe>h z{?dOP;D1`Ajil&)gQ+i-k9$5z$9%dw zOu2wXN}*qlQxiWi;VIS(s&)iMYp2R#J>^)2PKFVYdc`ewI#*jt^0W9*Y96(mFGfnQ z`Fe4Zd@Op04Ibjz%}j)I)jO}Y$aQGfWq=T+Q9y|si1I$SWEhn!Xp&5G-5`4V2yiY< zRy@H<(SLGk6z`X<21GFC;tz(*?lYz(1*6hH?m|?n(KKTuU==$TD6JLX!77WW@`8p< z2HO=nokArNY(+e>+tvNO0XQx@@zd=)b_VlEU5Wko@a@>OJ3LLMn*2;1u^h0T1=`h0 z+;=ugYL_X0xm5$6uOz@~k0|bru&J~3!sJrr^lP2v@Ib^3!(n@kE^~F)DVcmQekHe1 zK@VPax#~86fpTs(M&Fg}8YE4wj+ZMlcq?3fD(*-+YSAH$Qu`+|*x-qM7oq(E1!=OE zyhO@O63QaC?QA;6j0&J;eDcj8zi6Rk(^g>n0`Uv@E(XZ>ls`Zn&CkiRAf&6-GCk#1 z#I>M&-jp7y)ay%B^wekZK4?T0z0(0F2fuB$l5&%(n0=xd*i0%~kEY6k{l{j=)sG*~ z+nMos4YgEr>)I)0t)cw|%`lf8e8%4lK<>bsWeoCl&r6zUUF_z7F=cyPvEl3jRBjsv zZ_5tS*JO8f^+1jgeVt{rrB<2% zVg{ow(n>f#ZTwRR;w0Kc=XS6}{kTc|w& zr=+QznWx)K|8Bb5wUO1|Z8ouG8IYs|yQRqYctTMO8{hItW4i$Va7T$vt;FxpcU4)L zkGKz}Xh_&hs5zOSrcBfJAK$_TJWbkq8aW<7JyO{Zfxg#)UXJmG+}u1G%t}(Wr>;OY+cEZ3Oo8I=8+;gpLpP z_~A!ZOJa{6Y7W8gcVGn@yKI9!%@I+lSwTT=wKrKD?2l zWW@g8FRq=A2t}^hY=hkr?d1kwu6%j|N#25jZYn!d(UW_YNes0)hy;0V3#yxRh{72^ zt?I`bV>VtjPez|-XXXHfE)`ImO9?h14TdezgJ;7moNpTv7Hka#UBs-A-VNpbk*c35 ze-+o73jhR#?^s`&9a49TzGU(;Me-zS>K|~z2mz2gQYye&A$v=Ndeg&L4oH^zvKz?r z8QUSwT7m)9wE+2S?ef~z+R@IEQArmjLIE$36Uo3j5z_g?+487gm<}%2QrsPMJ&b<+ zO|m4)aVd5^uOvM}iq;_3>><-y;eSim&i~c!r)OW-xTxzJN}M+;r5t@QxZdpX&|GEl z^6W$La3y)*%vVf!y`>nT1z%I`bp?|(Y&dC3X69W+)=dLvl}-4zCQJt>Ogm+yZ8$p_ zV#sm=2AA#}gb|M8Ta^V=Qbh#2V2kse$YYOYP0Q)u|4H(PR9-;K81#B$=erL^XIpvd z8XVsUtGoW%O1QqSug+LHQlz=n`XScWh&sK>_N5*~KPggbW(&L>6`J|J;IiJjj47|1_Zqy}Hj8#leI7AmOB-d|Djuy(l8M0R zWOG$@^jGHNvuQ6SGo!-nVn>HQ$P=)mGXMM?+5^9@r#?er&xtc$0ww0ORFhz#GDjl; z18r%$G)G2ATMq5^$L4O$j}81kVIXi?mbv&_5=pe|F6CnRge1|DbpZbjClH&*V&Xl% z!hho~mR1k#RF?}Sctkx>a77SnVa;z`6v}guLI(QU!~|sqeebo{qU_SBhuAmS60DIm zou85>sC94@jKZ$jAb`1@C4r$Od#tYH;I>#+&I*pc8_FK!21~I!(+5W4-C&26F?&8f z7Or|UPa}eLP&ypc8$&}j^WS+-p6f#z5{@H)b=-bY*HbMXHaEV)W9tv6-DZ3|M?|9I zrT>=njg8*6)-qp7hl(@Ti)OPporhVbFzso{AM2eiZtKzvTGD+hOs3}76UiuoC3s|e zHqR%37QN8!R4mDe0G1(=Z3%QHElHKJk9Tm~sOBvtzMOMQPLLE?xx3_6iUw zANf2H_=pY-ge8|eO+O%=s;S2@iSjj9GWN1~i5;*FqBo$|y92yWZDfclp6kCryBG^GNi#q&>}98MpZnF`05m~y6WQBA5S_J zxEa=D2--ewUFP%tG!|;3YeMP5ZtxjTfX|+RsLZsDi?e9h3t5m(D!ajdt?Eeb>jZZ;WEQsc% z#s`~yz8t<%UO{=EgYH`pq4@r~cf(WUb1iepCkW&%6Z|kWzjwP?9-l zn#Vs?lEGTW_Ev?^Pb>lxeNq=31yz&gBqugC6lv6)g*`7RSYs~ebQ#kt7(2v)qs$A1 z>HMd#Yr$UHfkx|_4IQ)Dp8MENIW8@GNaCuCSR()0vI}Euk%k*__-I+Qx1{?JX3aO(k_r099#Zo^Sr%i7N5yVi^U zeRX58!7cvHlL0_l&+hHlaI;m(>vzLWpA=JO_bVw#+K<-}M)Ea1Ma^TvP3W&|>V= zYDMVYLPL&I=^}Yq*!k@(7ALDb(^Rn-1bWVxfCc&9DPwQIX%Yk zjmU2a`lZD%!b(}Kj|fT|!dKW)zG$g=^@PP$&`eJ+(Ie#`a%$}5H57#m0`r6UxSnm5 zi2+P0jjmvd(Uvp7auW5gI5UE}2R*Iy6dC`f-KSbFhj4Iz65{{kP6_Y_&btZ3@$vKw z5;Ei?uiqOcHLC|ksJ@E78h*BGCumq)&IPTl&~`*}jJww}BxPpwi@TXIo~;`uE`HM4 zoG3XlqSkuKG{#TKsYmBBqOK^|e}q%daB_rqH|?_9<$+Mzp=CX`iA!X!4=1DU*x%WB zzE4p8EHsdX`zGTdUO^<5pR(P<^|hM4P~bkYLr%g&-y2)PvtYBv>EL~y1Zbjba6y$5 zUB+CiXOS`@{Y|E}PIs>ajuB8Gj$}Lt+OTlaac)0hQ}GadE z-gU}~+?;Mri~JFgT#GM?$rxC80yW`ePg@|2M=QZr>Hr5SwkqmC zUu78;cNg9w!o=dfD%RL(L)h!53m+vaf~K>H{Yw2;QqZY7MNI!?|I~d#f4DiVo8`pA z{m>6-6QO`6RDXJ`9qu*5Ti(N$f*z<|(!lTpLnDi3{`wr6FKtWD1L>^OwE_Ie{^5d_ zG5HRqT0d=6&oj9u4E@-PlBD5OMx9_){>}2Tye0kg9FG!?#D5PN7NC!>y*Z}WkW5ad z=cj-qb#O?iNGGZ%;p0KxbXZIC9340tV>&TMqPYZkfF4Lyiug@0$oG%-{jcvIA5s5G z8y4=`WzkEb8#HrHZA9&#f4Fta)Z?40zA00i`9cGhzb)U2Wn<@S!-beg`m2|Yv|psC zE%Jg)0%8osz==aS2J$lM2~3e_uF+cpM}O{MLjh7Fl~IdcJCPOwFN&T&=bI}L=aYUb zd?LMbcC)S+`02;0{XKT44TZ~P9lgVDh7ZP>b>atbIdpx1O_Ty7@EF5X1aJI(Z3(j{ zXE8+1bVUnL{Sq%|r7sud?_|=OC$HZbt(Aor{r1LTIYRgw0?6#rAo0K>;c{HB*}lwW zw7#H%#!5H7TOCxrQI%Gm%}KZ-B>iXbhR`5@lrR8e9k#wLtRH1+A{(d4^Z4TX>(Jop zRXSR)0#qOcb|W8J?T%m}cqVajfe3AsnFwd23QY@fxEu7zI+7!zD|mL%&$s{cx#o15 zb;A_r&l%ePI6jtn?o1ZI|`N3tFw-vowJM(}=%cByID;ye1() zbx8Gb)FJK0lphb9b3Y>Tm3(hz=amGR!fP-mc{%x55_S8PmJV?l4vG3Sx@2{QT=8yA zOnT`L!(t+-2)-0%P8;`p`OPu9m_}=>6haxKu~u%v(^C%m@{^fS=Q#_iw?Uo0|78Qt zk@jGy&^T?dgW@{7xlYAi_l?An^_aRJ{xn`bAGpqTUKviulPEkjj94ph&2ZKTGhcg( zrZ8e=ypa?3+O(>s{kzi>l>t?mB$`ElXB387Ajl;rH0 zk*aSHe?O%k$ISXPPh>d{l_3~7iT#N!1tWX7Q zvh+d)g*Wd>^PeD{#4>Lu-S4H!VvU5g%Cc~|T<5TGB_d*}s>)*@bxC~!rJGxG1^&tH zQG63obo9o>hr^I$*%yV)ZL;15W>SwvB`Fu1YwuE6V zEuHPFs1^d;WL+@z9a0-5Hz!F1A?jY`Y2@A7smv$^8gHnX+bX-lvDa^Nw4E7ov>Zrv zM*PDBW|;x^>Cp(VcjgAMv@w?*A`9G@D&0%+N{qsHTP$uLir-;02LR?BjIw0ZDG0Hu z54i3E0(Hu94H)^&xfnAyZHB6&Jh*EmcnDEHiHebF@A@hwCmppUd*)F#F(R_A{p$xW zd%p>2Dau;A5rf?e`9ohq*a3WviK7R+4LfXlktoAifTU_-L1rf$m1lyWi2}{vSwmOq zlS^D@g{kZ6A=OVCeTBibzQH84megmz9zAv;EG1Y}WrZ(^%4{ zUBf5f&m6G9D|uAx$>2m(Y8bUOGi98fs&S(0kqwF+l1aFiq-u%d z8Yf5LJd;p?sR}%Z)KHGDbL%9|N8^Ygz8HAo$2EEiFAj2jULDzjuUhpSF!xVGDO~Y0 z!cf{wC`vY92-gsLP<{>v#QV5upNPXg&Jq^`910yGS;A zR5Hmfd0K&%X_th3(Ed&0-VGtzCJbjnB6E!$Wzs7-Yx=)yABkcgq!a)cJ}`$##rQA zlF!cC^o6JRX}PTwr8`Udz_3*KA5_N9w}1Sdx|p8QpM0_+xG4Dm-}9iLfE1T^hUz)u z@YPd{!-EqHwz^gW?R#Hla~fSdss9|FM`gyP^`;v5s8m%({`79zv9G1bNK_Aw#mpSk zIA~YJG`pB$fP)Ve`dOIwed#SdYCe=7JUsF`BZ^WYc6k@$VqV8r($tKblAbT@B$_f%1A}JFEHoi=z`7>@#H8Q z#QEVE$}JG{r*~@JSja>QnL%OA3loWUG)4CzU)Fr5iR7Tpr)t=ohK2Ig%ODt99!}3Y zToF!Y31wAVDmm_Ufb5r`GI|PyxCW~w3p@!)Q)ozy@#vn~MO@psjH&>IiVhD`Vds*sZ0!>rv|o&k>VEq7pgP*Z*xTn|-S6ED zqTUT;%JK-@dg)^$F0Yzw9{D>#rXsr#Q^guXZ%(Gki8wOi4mdnt)T@U=XtT;p8y@w0 z8eRdCFSFqdQ>Cuj)wT4ITnzT-(T&(&cj>H`-`}_x`{%Mxwr_p>reB*_c`w78y|sC{ z&EZD#E8dW70JIyh5DDfuV(c$hxJxUa+8O(b*L^6*585PLMajP|GT@}4U6#b40s>f6 z_uLzEy>D^$>Cq3h<4G;+$!PDu8&(}ChJG8!i%Albo@D9y)*&uMl2^J@o63B{F1M^fGC!uax!BXlLlFTKGF?&g@LA&58e~Vp5{8m4O>37Omkg}>c1kS(k01eZO?6Aex16>kPw*;j3| z)5MrOu@VK7)r)28M4Q`Nu!H8Sdrolo*qrvO)CuS~U8%~NiiE7!js&H~86TQy0S~FH z#geKG}D z7>fNh%WY}^MIGLHmL4-K?s9;nawjDubht+9p@MW!8J2@B%g`om0JIa?$`j1C=ee#t z^@Aev!3f{YLNIG8|67scI~L7!Sk_U}4wrLBaKj_GA03BT^boZ?R>qgBZx8m)sc~e7~-p2hqjBgO`AMcuGo@Wm`48SZ?JSn z#T{Y-wOeN76Ie?g8>q+>)=MjRXJnjvXcjCk3Ux-Md8Vv*O5WqNVT@gj#gU;;j%M1k zO_sJ+<3lhOl&5zO>d|b|qZ)2~;g@r>fBt1pmkPirCRbS(ikQ@)T<2urQBgFJwNSrU zRJL|$TBn2T+Cc$c3V;@l9m^(5Y#+kd9U*^~zuP8?t3VHtHg!(&2LUdOK5mm&`jYuA zro{%Gtkx6=y2Y&CSrRV4UVZiG|F^rp*mOI*d)&2DKdt9TFGU(O;3E7KY%yJ?fwWvl zcpeGkP3J3Tqe|nb_$3j--5AACIVrnfH;kHnntzLoZ_a4#(HO-GXzB6EtJueq--n1o ze}}YN!XJJ7&7KVgP>6Hd&qwGoracM9XYc{k6pE$w+**#d>vva`&huIR{R@q-?j990 zYdk&!q5l58_;ELDy5AFRXa$R%CN(DD(`)ufW;%Nv_8M#MvoyNY_NHBcBs#qqM@+Of zgO7eyZJr^WDg8SBmBWy%L@c=YS~jbFaC!Hnf^4$2bnH{jt_{65s{|TZgLZE7d6yx# zcWINz3F{|B5&PmcH_=?s{veiPsI;T|Kma%+JcQ=B>j||8eZ0_ZLmKgzBvChBNzrq) zu)AQnA zWPdhLGx>8F8VrVorWn&%hnd(>~bi6%dP>AxQ!8J2(jhUibm z(IKCuxEBbuaH~k`tSxL?dixM&vpGR)8y|Oaqt|j#Y1}A<#ce@5{ir(lbqBPmdtigO zoC=NW)Sr2C*s(!iPw-FalJBq_cMtM+SL9VnCo$0&CFH!mIH!vXk1}K}&A~6<+E&}? zW9UyFC>>YNm>03|R*1A4>9NPBXM+f2nOPP-31~VoYI*VY1B(yR)9Cks-vg!!I~n$o zNKZ3yQfZ2=`$)s^2c)oDfN||pYWBO%k1tzpeQz*&p*V;D2zhh`8oVf~tGN==U3?-4AqNCS^>DW(ixF*fq)*Y#k%Q}7Y{W3=tB^(j- zH7MlgZm!?0_P}vcwoh!yBq+vIfWtuO-lH+n_$rNKo=l{-fi{xSy7;R2@XG#C3cV*| z5zv=NY%vuNMM~KVs)FGbN50XCFBPrggz3LKaY(_qx5#1^KpKe&$%KduUbrap?}xvk zpuk#aRW0ryy)j}cR(nV)|EWptkNi`i{fyWrj0Yws4jn(e5du_q{e=0SdlItS<;+|v zMRd-sA~_j}Sb(O30CW_Q{U9LH>}p#R<{4*4Sc<=Ue2+l8$&KIrSA%!AZJzu!?Rf)O zElVMCI%Avj-t8=cx+xdqnVVW?qq#8iH8oa@I^OQNRt_p$O%44<+bQAkrgxB4T_po2 zLpbX!%jx%;iN}xi(V$Wm1mT$_y$m!{tn$d4R4>3<$Qo0-pvj^YXA5Sfy)q7v>l31q z9aOJ=%1WSqyM?4ujNH22Zz8Cvql!AvbPz2-ZQpKd`u}HH6n>MlEPlpH`+O$M590Gm z$3wnR>`iYoi4lmsBSbCd`C*7QKEJ%Vy~ z{q|(}n?BC`ix@J*tdjSV8CT6)g;7>s(<`xfzb-Q5wJW;nE=HKLTI7o%a-Md)xeDu9 zCcl{5ed!V4fOJpfq6XLz8Ys zfZ?l8P`ccb!wg#8&I?LiXs01wG!l%pn01wig-;3M>x*{0#(Jl6?UP|FenyaBtDV1t z`!6XNW5y$s8?>p8Xid)t&*XzG%w-h@qzaIG&q!tZ#GYk5RYu{U*`U(W}66P zR|_VMKA#PqDnRXLB@^*ECmHq+>{^>l2Qbxl5FMh~nhhT#_~){P(;P`F0L8-o%<6zr zYYwye-)G${(p0CPwxZ-WHJ`4KLYIWkj2>vD#uf%okr!!!fP$258jK6t)9Y=ITXvn@ zwJfTW+5NKUVudu!iQVP=x3>zz$62xTVqPRoRg+mFx!8XBlFSBIdTjsJ$?k zGV+9IY=zJ8r`N&rLcBg*ihPQLOw_=!57ZiWW$KSRbrqz4JjH0kTl`3mT3Tv8<@dw9 z=o`<>C{bYe#Z)H!s{00WDe#f|Y`tXmU3;9Ru*@_ik}t#Zj>v3_DLO|8tXzwUZSEjsM>k?tm_+7Nh=)#)5_9u;@h)Rw{PnjggY60e13XYeCu z{NmVLHeo-`Pj(|V2AIdnPd%V^k&ESsnh=Ix;v-f_k-nW(mh zzZlxvb}36j3(Vz~MpjkJ-#snKfQ%m;KWdJ;Opo#`(4-ZkDy0`7WdG&86r3cN=2NfU zG*%k-l*y#;#;bCKR=fNz*0;vo4$Q$8@X;8T%C|u5Au{?&OsIip2L{6gJ zyeYD!3(yGA$tty@m$wM|FUEaL|3A1=2}^9|kGHA!$BDC&y-}O{8<+q`WqOrezRxeE zjJ0SAetv*3s7mYDQ0o>`G7l2pZ4K?N27YS$i1i;{^V?r;BSS&X>xLU!9Ya_H-y&e( z@!@=a%7Vh@#{M)73A8I*s;(>|=dsqS}q5~WeV?uXWMZNL3Gc78KBsM z<==S-UTGU@*WiGQ3{mj@it?MBqn#w$&qmkOV(~OZQJi=0Y4?UeG+~a_kt}%+7(KHR zguqL^={u}7`E=kv(}HyTwoEHJt43Vy@mp=J;ZyGo+K^AsROxlPU0_1Gke}-D&+%kU z6vYB@R5Nk;c==F&2BOPJZgxV_r&>lBgftsSqn)Fqu1AfMYeXSn2@gg?C=RQ(NtIxH z`-1{&kG2Lbl3s_JfHpIH&>mVPOIS(JeP1aPN=iO{kf9Ao7AFR8h`{)nYQJ`hqWBGj zSU7{#+}Q>4g@Q&}eu+guRqui|*!zW?e;;|+m;_|f`dL8yaxCYpZxTl)x%t8wnzKx_dpp0X?Vz2L`&^#=m0vH+JVS}qs zLYZO`6vspR-;aI;)>l}KuiB!SY-5c0VubceEOK)&eRr;16iFAers zTslQs8r$?KE$@hS@rIlN%L+sU#$73f4@;pledhG8B!f7JyT3Y>e%8!AbPMvpLz|M{ z?jv2OV7IL=B0**md*;QKjK4J?U`6NPR{Y|vlLu)DB0cBU6M2=ry>sJYLGDM)DeZl&54QT< ziaCYvbKn)Q8!Pbm?hym0RQk7ukuPv6`}(fZvcA-GR&f604O&DUcOV4=K#zkp4Gv3D zs&2BgzW)44#2895y_S2BBbop4t$+VH9oio@$}D{Md_l)V zFP=VoARx19oTh%JhlVAS`XrLo33IRoUO|90W{@#PD(#}bB$I&G(1WY1LF z0nE^Zj_8F7aQMHx@Eu)#Aa3|fGcI%RI;ARcD!q0V%ZVBLy;bkutu%lwc+0H)tyQST zf83}@*7(QjK2DbUtNxeyC4&Oz&DKx6ioV_9lu8q+W>SO9xbY{u5YbWtH?iQ`68IH^ zTkHZMZC7Y}$blAf75o~L0Fxu-vcwqom)k+=GpjmxyN6!fF*&{7=rTgA14TZQwmN9^ z|7Qk-+Hj9iOu@rb5YRD2xJH(O>OQo}^|_;>yi9jdfLRaLx{Ycsp=Z!QR-_qLlpzlk zrqk8|eDTJ87vORU&MK7=F?xa~SBsT-avQtk5*GN(A6k5xlxY!cH z6n0`8^FFxdEsx${5C{)6tKmE)3FMds8JzlSSWR1TCE9vL7MD53M(RrOR#nG8K?TF> zBiqy|pxr}g0n1z5Ug<(=)->HkyU$pbWp+QZhkazP*fV!%E(&I$|90}+phgDxGAwK^ z){?1d9mB@c(JCo|(#+~HQOZdIMfP-QO1!j|!rt{09AYcvqbx1qx`P7mJ-^;7VvDPK z;PnKCeEAUD+Fcpf5j-%X&((x$W~ECPx| z4de9Ps;cKs1%27yyElc~k}*mOUViTH68mf3g{egkTPok69rUc~jkAW-Jp)1fY{VI- z^(6Ha7RVx$<(tOkr#8x6-ItKjoad8enxR+U`S1+oQQuD9e?*y8(Tns9e<|`JWFx^@ z`z_OtT1VUw#550mDAHa2aO)ddOu9;gd#Lw~|LkO=1M?7vT-e3T=}k_knjQx!d3oRn z(-aO%-%=>fC~>6%8FZ8!UQ>wF_y`aaQBbHK*;3NC6A}_R82XvjSd>jDYv%fRi+8bB zvx!RF^K;S=6E3sPb7a0TMaIX+r{nMW?%%r70?zde?X zA7A`<`y&H8U%Z#`Wh+R_cfEbkmu7GqGWfMDaL+tCrJaXDT1OYr(ZIIMYC^}r1?kNP zPw-KyKRio~5W5B*M>256mau&xwm-t#0#YxM0K+eJdsiYEj0LykJj+rB3VTkpbjoLv z=@hbruM8S>yX64)k$LKhEA8EtBI?T3#Yg6Dz^(Jxez$deWITMPS_6gB15p&;{mnRn zen8?Jw0c(;`)3JVTbU84ME~oe>dvq*H9uicV%c&wlQtyUV4%OM zUYmQ8OP#M(f~0#*+fh3&B2%hh*8V}`sM!cA-O7R1k{gP6G?xp84Ya85>B+O);!D?p z6*tKrLHWBCU3Nra?N1j0+ap{GY#dJb4h8Q(@$4ZORbtLVu(B2VC8GP=8d-x;)^~ zknlPDwD5y_M%XZl{%#5*j%}&b7nH?dq7o&|P<7WW&}paW#u?WmGfAo3^Mseu#A-q3 zwBX~gO|nJDPacv3ViGVsmn^xGXBQm!<3gY5eGa<6WYP=iT-(`mPbe*Enxo2GEwvk)XhRe7V52;=`#7Pzy5wTRe2DLg@TvCz4#|m~QfqWm@A_}& z^8cwXDE$2Imv1bf#kW~$wV-%H<#}=Dtjs&t`6motccv3P$EIr7I!bF}cor-JX|C2w z#QwX=GCs-&PBYfCNH^B%GE?d*%oqR<^w56+;PnW0gUlX*Zl}{yVkPxOut91%I$*l7 z`?qUBmYw!V)H+HXF&|4mL4*ijN$>VVzu4mp5s1bq^Y!YluHBrHYRg9D>7W$hR6yA1 zfXEXx`3c%zd;e?Et9?qxkz~NBUfS7k%s1u=AXW%`CD&J#s6%qSWROpwvFM2$q#7sGWd2oFNC3QiBZ_-;kiemTddA(tbW83F9>$Cz@2<;?1^$+(dF)Ab@=DcB+=i zd6Q*D&(o+}L?+QCXE3IX?5mxw_Qd?9Iwu25B5Z?>x2BxpFDIrz>MwG`Ha#MZWc0op zj1@sty|EmY>nMZ}-$jy}Q*RHOXSSzKFr@*KL5E$GV9#j(j5BS0=bLS}f|%|RmZh2z z5W(IpQ1amSktTz>80W8f%Md)4YOrExjw%iAgnlho!Vr~$#e{fynrY;b7pok+<$y>9 zPLxjPmfUrY2HwQmGCCz|HZ>L2ayxjU2SsSp{H!B>&FqO?mj zYx_rFsps4I#=jlnfbHk0&x;5tXH~wUuy&n5qOYt=kI8e3kG8nm;$Rz!*A|aQHotC9 zOrE6i0eDmw2aUbm;@bxYijgpT?u0dH%xv)HD3KFEe^R)#yhv9$vVHu~1 zg$|H%cAHfIglf^gmZ)1X8%`tLQdhu1pW~iq`{@9phA8J}flslCxo8g#bH3oIy@^5e z!}~1PydU(uQCy?>_40$rNG?kCjBS{6`enVhT%-t~czKOY)X0sA!2jA&&{e?DWy*X0 zWwMB-yv8OgK_S-DL%ZoC1fXgd!Zl>3jolStV7g&7LR(i)Vb)7T(*vyM-ORtw$t9p) zQN!3l?Cst&NDWGMQ(Kg9g=n30o}%k0Uf0sGy-9nbmC_6bj+owk*>VatEyDMWq&fur%CE-W5Sw5i|wy55DE_g}jsy?x2B z;Mj5J;u0Ao7|X#do9k(|vHs!nPDS`Z4-J|2spt8O6~hPv*ObXg5L^00d#vpmE5rq@ zOfiC$)3FvTbq9OAYJ;Li1>Qr{P(l1O1d`vvVl&Vk_GOzG8S+-te0*S23Z}LI+Fj>^|#RpTMhJ?@%``BkXIw}h~kC(l>Fnl zD2&v4<1t-EG>gJ3CnH9~DiF{ymW5eT+G5$tHn6`B5FAU^R|M|-Q#DHjj9F8K{;gB^ z^w_3#l_}@{b!L~dFOYAeF~d*hh~&qFF{Pz~JGTya^HS?4!UHkk*QMg~eomA&na8Yc z$_4#Z_T}@Rm;vpZ;aIuVDO#NqH;W*g)4(0~ACWruR$VK;rCv4MRjkM!Nc^ETH22|z z@%ao#;!m5>^y+=ky&IU=U%1t?!7teqq6NA}w5)=+;<32>8qSwBE(>>t7UkE51fFIX zKMrY#=^0{vKDbU~r6aBjX3*o)e5?!yJmIUsLbs;hN_cv5oKAKsPVSkjb85bt1Yb|*#XEDDwZ`Na^i z^u`KS1U*d&Do`5R%zBW7+#L`>@h;fy+SkIqQBo0TNJb#mQb$dwOrs#o&RtR^uv7OM zGKpWu&a~=g+1CaV5GB#|no%B7nGl$8@#+H%aHmJy!!q=RI$eZW8Jw4J)ituMYH3(9 zs!^O-Pn$cT*O-n|Ck^1J-EXJ7(X#L8>sm_x*3KgORRRixK}~kAC_)*k21}s%8OUUD zMJ8nWcpUI{wZJAmO0^nm3lVG2Gj(T_K`9rbz30GCk8Y{H5vvX>Lrr-ZNk)2`pN{mzJg;&=Eq3BGwriLTQxWRV?b6ac!*9m)UV8syz zf{?)rQx97f1U3Glxj2IqH>Xl)KL=$p7_NEM#L0}S{s1jP@3xr%k4TGNpQ@n-r%^f3 zHcfNde|FWg!1+u^O{I&q7a<#e!Hdew6QEhTIxiUYP(q&jbV8JAmu^K*L!-L2%XC*5 zd24d##_h2}S)QzT)4S|$u}D@o2}K4_Opd@SPzTmD1d>enzoc7yKb(F}6?~qdHA%NQ zRXDD(-5TWLANNMJ)m?#lW|NeHtos_%qDu zfEo9^zI3Me{S?WfRcmHW#5rEnFHobfW9rSN@_Ac3k2(za^;2S62O;5Mg4@uFl{RT# zHh4>hVJulS(9T~NP-_bU-+ot`1?SR_olNOXtV`Sv?Q4L)jr>whaeOdPBT%`q%kP@h zE?RX@fVTl%`E_=E%|KG!EnxTM0FkjNc$TSHTl>Lc_x(=cIr%=)TR+IH@MC^F%jm+T zew*+RCif2FQgbwKV5brs!tFU;%HWbLE(J2uuyyn}qy=gve!6vCW-u=y_`qUwzRVGn z)Q2PJM)S(xXyperM+Zpm@>q+7{(v9!6|V)qQxyQ_SplsHP$q@%-11&p&QPxaY7cFeMf({|>cu@4V&;>Knd=Ysd2$>fFmJ z0f>{(KKFB5cxox6@2nu)*b?lSJ_+fD05dI}9o2MEk8EilOpV-H&i+KA7ZQxCYr#s( zW5%I^jEJm$&)>GqNXy0eAv^c)MDVla40hJ+Cuer z>vhiOb8?ylP|Ti<_#G;okN5ld{&8HD^{aT!Z(StSl16`lVNqKha|@#AHAe7GETEAj9_bokw0{x@PdSsZ=#)bSSQSYR5FpOS=5wN7ep z*evP*CE9Uah}~=LH}x=dspsvVjQcE~2zY%1Ls<-jIEHNExdy@R@oVDEQJlBOvUzSS z{&yI94~QG7aufN-lQ4Ht8zAe+8W1vD9nxDi&H+wdx@HCZf7p7J7R-~_iq&{C|0;_mLniWK+aE~PjWEAA9`*A^&n@}0f^oY`mcD>IqQWZtajS#q!I zcHi;Uc1o)oi!X@wP7l)$uAAlavX>r&oQgpoA{(U7bYK zPOsA6fL0?Sxm0CjW9^su#Dpy53PL{Jf`dNLcr^l$iLo(Ut?WyIn##*duAPbG(NUMH z^08D|z6)kv649APOPfEfl>5fU^66hjvgB9fCZyJnI`3ZBP6e7-n><&QOQVqsK5Cb% zQ2ky=OT$jw=U-VtF|g?ROx*F-H6%U5}^{ z<0~v3awFFuQI5Oq~mYb*&U^+zC7+iYFBV*fqb3)vE1DQq` zDkYR8)ZvBg1P($3%d+>$`bguHGvySP08(UfI_9Gimb<_g`Q;aqq!;zofZ1}`>Y$Bhl3Jx4Jx_P@>WV(m|?x0bh)0rZ;I=9J7 zgMNP>7W3I2#9{q5LygI36HnReG-0FmGlrL3oisE>fPt4l1WDNh7qz)hFh$nJ@(h70OP9B|WG7-HseGnnpnyma18Q6L@s;rx2P5d0ss zbIDz@GtbeV(qdw?#9~t=9C$eve3`|e__&m}+W@IZ7bbWD^#97tEa+S-sHn~Z)*7_# z{9Jw=WvU6;B2hg5UEMpftBum9l8;d$V}gPZ1M11Rf;TCmc7n&b2(Q`?Mkw(*7N{{t z(%)JN4(637WcKk*1EO$3T34e8kPW)5m;%$Sl#=OqwYS0(+J2Qsk_Xm#EzRynhC*eM zB2^Nims%{!L)gkxdqT_u`3G#_oUgb3G{1T282TN&?t87aQ+5Id@L`MkF+|>k^sqi} zMl~hO&p)5;y+|59ZU;#{e7)((2gdqzqySJheS^q1E{_xi9Jxf5?6hSlLGMQL$nX=Q z^F-&{+c)=7$13afDZ;`UBTE7~^N1JY{J_}6X#fc_?UO{b*e)b&He#a>C>Y#4!kiZK ztP8}up5hEa=0I&`?GtwvoIBwRxBUtIT}PClon4r%JGrUJqEM6p?v|Lh&PNL_B1Oos ziF{o-OTvJL3@Dm3oK}iWdbDMgr1m52c6!VK@)TF&KrfvkY-idiMx|}H509FJkpr$x z&A)>7XU!wG>gr}jWBW4htqdECS^+;;9d7E|W+0k9*c^d|r&{$}%cbsB>)*dIXGzQI zNR`{$yn_5jZN8TSWL-F&;g7*r>lH+BygsO6Vb2LQO@K^Wdb(*_ih7UAc!rIgk}eKp zz2E|iM@GknM7f4ikdu**Hce7976?TuWiMyX6O6kg=lYK<5eEAGk%EN$|9u%41&w#U zfGe^UaaqP;m14ux!PT7p9hYMQzy2m{tfH)cSpbn1LX^58{vVT`uIPN%;v`}{p z1kQY{7cIx3F3btxQRxJ_1ZI-Ngco?^yBt_bL&^D6c@RrV)c5XMrKH`PXJ0pxC#?zT zRnw`jM7dtV(?LwamNNGxGw;>$gcF>U`!lSAbcogGO{&B|8W3S5%s`p(lrBcKhd^nXef-haywc9#bqEU zi8o_UHaX13;zn7X&`hiRbu+LUjOL_QEnPx)O}Ol!<2#p4n63OSnv9QZggeNCs3Jvw zdjiHacfCLFiri7y9`~n@bc%wWz%C=ME{Yl7-*T>G(lHJuim69|=~CY54dL7DtYtJ0 zO2_3N^bFLEO+siOxuVORj$#e_WwUk*PJ9zyNj-0b;2{LZ-*W?=+ftJeCkR|&qwFWF zjl39zG1|b2$&_JdlUNp&OOr_!zwc~nT3;)bi7KlFek*uND$hONr|T-WGP+|U#U)ILh>H0VmdV1 zL!Hy50rIGDlN=-_W;579oye>ih8k(IoqpvhB7OAT8BW?q{GI_avm4>d-E_0)MP;Q3 zxN@fj#>jK}c7WmI0s=g8&3PeWzw&$W4$+rg60pKIbRA%~c0i-ujhXod#MI_27Ep;* zgluB#{L1kBd&HaG%oYeHvXoN>#;(bJN-Bw4BOKx_V3zJxF#*8IEgMA#k`e8vii7vv zkunU_J+Y?{)P2;vCA8NS6%2$Mh5J)384A$+Nzop`tQjuaS77pWOg|m^0WEXw+37)4 zIk4K#%3lP+?m;Oaa@E4Px95MRPAOrXgP{s+D_hKo&4VTxEMoT609VFE1~V zTLLuheU_zMW31keErbK(7Kt;9bfv-wnMFp|&#G0CrsBl~& z+~T9odZA#cFLV@hAD>waESsX_Yjxie%aNXma}QF+Cj1F8D|>aseAl43gqV zT-Zh>Wm@-2VjPovBS0$+YDm?f2+cAGL-|Axto)1oGctz71ce?N99n0dm}mv(R$X#i z{qF8nx%?yG#S&owbkgvPvg6OgXO-{rq3+xX4PlyWb$pQp`VwxFpdA?9Yv5KT@;saQ z2^Tp=UIfU7gb^~n`x_Zntej~btY{D%9jhm=O-*(DsM!!nm`^21rdupSoN=U-U-!{w zU^?qR`|4cfrOm(Z0n)uwg$E_WHc9pD?xgGb!$0Xv!2m%|?c?NMF*K$^W6dQ;4pC3} zF}&a7;^Iu1ZRx^=r*5fHb+7x*sZAf#vv_~JbT+%&I-ahM57o@izr3eWb?%HcAfx~5 zJWb1fjyr%zL9|A-I323q=eGvwe^sn#uTV|F$ zF?ud+nO9ssHJ04aF?FXLFifY3-}NuH|NWIKbq?y0(%i_x5>6(*i12PzENFjLw2@tcPiHN+|Mvzh zM#$R~c&n}tw{4FvTpnGT-A6i3#G149V$T-Wo;uB1)5zZl?o$O@W_F-Vc)i<5crXE6 zkb4mE9ZY(#T)D_&Z9)~0_gZJEmz-YvgK-cxCPU0&B^%?i(=&?>`pD#WXa3!o5ZbCf zO4ZNb$Rwr=TSe=U>@2=mAT${#l6?wMR!0^ymFOMc_(AlET&-ldrSc|(2GdFcg@x

    =@3ocMnfj7f#Sh|LVbY-izd<$+2#}Y zhTL>iD4}7IAx4`q9h2|jX0`JTAyNrq`;v)Zh9&7W_VU24XFCCsr;KHhyau-ob8(ta zRw%7@BB{~jnI)PYlBsQ-cyxhV!@wX7-V?wRqmL1l{Cjj*W8rLW2bU+su`&CX=oML2 z%%|sc&p99-BOh8_`$-ftR-go)G_3~(0%C(GP9Q-#Xc;xBLV%4knCrH?zG*b}n8FBD z6=qKdPES+Px;BDFxB!qlGfxp#A!bGscF}TE$51Q?k|KpWkb)p*ORfS5($Fd4B#h2&i*A}D-h2z!N&-Tal z4aAuoYHEDL1gU0%KA{8zct%aHkN-R~Fx*6M`u)?0c)5AZmH6S+z2MI)jNUyhZSjGj8Ulr#|eXe%0kjdOF*6a0}(*mmOH6+ZmWaATW zC7~|arc#nTA;jrt=St9e9t{2%R3$M3Z|JRA*ZE>yUma@H7wB05%Ek`rHjKz+57W=~OsF!6EGaz`g5%d+PTji|JxprSI)Wu)`E!$Mg!NQF5% zOm1WiTxFQmu^ElbVpA%m2vPn~#Oo5@mC6_-B2Rq836C1olGnvxi=8AK- z5@B=cfg%$I3`dLVKu=!t(-Os^Z*qx%v27+&N$UxwOE*#q6TAhfO?3z3Pt%b#oN&z+ z6zg3EF^9>I*p2ewk0ZBzxv&=0)YT>jRw0jUk#(%qw=QBA7+4?{2qXPX6_N^Ls>i#N znNZP*P^<7e%U)M154^U=A}7o;bsbEDq?TDYNG0xkbvT(WZW%=)X?SDOL<&`Vbqpp5jQzWzVxzU9aB;JWZt_#}+@*+D{+|B# zLW?aQa*N-;a;b|X-c!eJ<~izDF(g(d{DM^1hW2sIop=0fl}4COb~#rSk(w`VW#SvuTlm}uQ8H~0^Jc5AnVe!^5_c;i-x zWr~p>#%8YrXnfCgr{tv+%?Cko2E_rx0WhEfv!+|Kac2M~P{W|D&-SnJ>jtem#B%AK zqK+0lW2Eh{^4S|@NzqASZm;yRF=RiEd}4X zLY#0=jwkW>H) zbB5GMXI~*me`56}O+k(sUtOE_R#t=s)1X94x^j44h18k}bhTrxJf8??4tlE`TgQ$V z$wK7`R7NrpZ=0Q8@zfo(B+;$xbJzLyEIRjcDf2)5&_+U8#O`_(c|HT&P%$Po2^BaP zjhJ$3q#j|&*3I&%;pHC~bwA0ULCX6xOaPXC`fbI}SF;ie^GHi{>H z5y&}ud%SRdblZm~*5VX5Bl@$UBaw!{1BYLr(!PQvHzuYf|(zv2R^gNOV5 z+!yz6x&9A7fB7KDkX|oOf25xOZa@1N?+?`ccz$U4eg^KidGe5ScA^nY$TqUhwT9^Xy~|cC&8iH346h_kI{JA)?&iecyeQVRKQkG0z_WR`br7)w+ECpu@Nl)W z5@jB6S$IuaNlQgrT6MiZ9x}7eW%m7J@K%u_u}tb(8}=8}z`{LOn;nKmmb5%Rw27x~ zSt2@~K*JW6GX_K*8f!NUM*4o6#|)4Pd#_Cdch~VWfvRr0Dk>Z#B|#f51hd>CoR#=? zlX;`_T-#eFSs4G|kZ7}!@1)Y?vjJS*%>ufiYM3tMDupL-!M;3ef>|eVudAYTwGsL# zdLroh%nm;MmV&q;QG5N8L)LpAm= z_D#=2?rf@Chos09W@dt&!FRvD-kP=CmTV@U{BiBJ;kTUpL{MgwWF;e{d_W)KqP^uU z4`m&FsrRU5t^T4l14BTrmb1vRS9}<0mq-0_M4CFc!1a=(3v0?qDLy zVvu=4a8!yDD+{ebg=!HLSa?|Tf`T{a&{Mr--8W_z#s=~uXu;Rtnl?^{e@PG)63=Ha z%QJE8WOkL4je3(p31&-K5_3g$u~J#*5)G_sKNZOg;m6QpX9}G+Gm4D=W=J`>d-Gwv z*0Im4CEH_M%JjM|;HxhzM$H7O&>aMNEgX?#FqzpN z;_koM(ZacX)D4#zYrlT%kB$Az@{oG@`nQEOlQM>y#E3>CWsx|I(BX);{hLrRg0CW@ zJI09Zs7#MKwTrtxD_wypZJ5|!X9ohF>qW@=Ig^w|w=vVUFLIu%Y8|_;hqp? zq*|TRHyhX2W!@sm57FlO@cOwcRD>G-y68kHE>KG32EI%cFb1%DeoRWhEXaSpWWUl;7 z&Xm-_s)&;PnMZ+bKuohaCMuz;Ygb16IY#|ck+OoTy~Ir3Rexf?3LVs1K1@@TMAMjn z_48{-lWqf!Z^o!WFp4gho?mSE;gsSYq@fTY_eaU46ZZTbdu=mY<<*Le1%jlnTf4pK zIY5WqUcdKLxdAUe4wk5cSg|C3uXQ$tq@FLA-sMVA>*@I>yY=51-UOl39$ed<|BhdM z2H<+U3OrZZn9-2(dpIoZ%l6!g5=LDaLG(gS<{3{z@FZJVYia_Xjw7gDhAVU{scla| z9teFU{}6TGap(2KN|XJ<*Ur7VUoZbwAn!vOYL*OEZXJAuvTgsd7uX6u$HC?^O-lSEUONaK1pJV3t|cn(FGsL8Up%=|hUDyx>Nl~dzZ%8d0L zI_c^Lx)-aLH;1_27{w=s-zd1c+m*6Fh#~K63gaaf0T(MBh9}#u$~c5dUTt8*Af%Z+ z4duWO5E)kp_gesB1#=I>p<2KI@*9~TAT z`yN{&XBW%Ru3I3AWW~zEzvC=e8V1nD^0Nz?qfUlCDUXDOLC^e2*EkFIbPq8ccQJ4n zL-SmA?D^r_6S9Ps>p{sJjGv6!S`#x}^i!F>#&B9`YfzC-=+u$LtjS{l*UK!K6t!6z zPXI;i9rLmD3MKvb!W^VIX^rtl?_ItXL2eEC`ui+&{|@&)_I(mE;A8C4{2brfUq*{v z1gXHn=Pm2Hu8QC1z519rkEOy|%h5J&!DIA(YpXx6kdk&D`wQ9Ts*)A1aARcXu)iuUdiD6A=#zGhH%(fR3n_+v5dtBY<43f``9{QE~lF7keBdaQf?B@-> z-%a`(>t!kxo1v$6K5V;S`20MWWJIK1J={ecN}Y4nEQI__LeQ%+<=EhEsxT2hS1hX> zKtp$TM;fIOLcz`a*L+oZMAzBK2MqlNGn%9f*;+M~2VS6LY z1V1^N47U2v;}e!fpguN@9`5QWacn8g>}n5?bOAIJCU^6#;G38UzAO3eX{Z-)swx5&zE@QT@ z&&65W2?X@u-?|Ng$aI1>?adOt^f7K;OTBo1YBqeF8Ct)e@CY}M`rCu|aJI-JKpqkQ z!T*=|wW?{?KR<*?GI~b@1_X~F0g;Trsln?n&wu=waN*}vvHyMM1!t%@-4smzr$B%y z#;jogJ8PmKp8J>jh^^u$K&{^jspFG-U$d|eDJbLnm_It4wP|SyoTHFKPE)XqbGbO- z>tpf9s?M!obM58A^h)Gq8V8KV(nDuh8jTZEmZ znvRcJXW(kPU54_Fi!yMF z?quX_@+=W$PrfLM^U`7}B%n-ywy+C{03%hB*AWuWA!aftZ`p;X|_u=Z%j@N2L^v!yl^(NK+p*tH_K`NMgx9Yl-_tsah1L&FD7?lUXV~ zUW4_CNkt#c?=pjKAY1wkv;FvAVs)QC9qWEm3S{@ftGR*hq)p-#tV`XUs_mREF`Y|X zYB1N2lvU1Fuvc=`rkY%Wkx&2y`6NeI@hE|Ti|IcW&O#yn*@H2-(inw{ zi_EscOq}h~X>lw(&m*=Aa@z=qo3Q01F?paQ0FgBl)i9FL$cgg*abf&Deamsd7GbqbCXB0K(CTl# z$=D%?%c=Hh2KW;8)L_h3)Jn=yun; zDGQKToHXhND6<+;nye8H(qOkT30a!B?ef^*~I5tNpI%WWCV2^rKy6cxpx6z$vP(54?Yhmd}=fh6nr_2{`Et+ zJb&rH(Mp&xYH{?$#3^USA<~J)>~vY3v032p{V&uzA)m%dnueVC4jQ78SDbSm#C4xt z8viWe!O1t^-s4^cj zIux}n)kcuqgET(lu(b3r4V7OAYt0T^Oh?L#*guYmon2z{x7X#;y)`GpmVi?}@g1>) zc%~!Xh3dEm!M&{!z@HfToFyfMVW9^vPlGha5~WhTHhyR@GMyk+taffK7DH1(iX=`- zKb;xuFGoz~h20<$#)UI!V3#U?mL%VZn@LN6%cJDVSD%}e+S-pty}cwIxvqB|mOm0+ zW_FTRWs#dT*%$IDsLb9co2OD1m=V7>8q`tB4by4MG9*vNzO-1N&(QHSb=n1eQP*$m z+U1J=sP_#P@5zT^Pf9MVMyw5QT+Nd7D<+!dY_Ih@G}p&RgNj$VZJ z>W7B!3af(XMhLn|^L@R4#=4Dprs@OVS_OUkR)+1Tcfp~FWN*d`%1Am+>MN~o336f( zxJAFe{Q}9M!e~rj!v4N^zDrZylH?8pv33&5X$Bb`GZ1Q-;~;(fV8o8DDFRpH0!iC37%_FyUF(t-&eNj>3AUIJ1EtZc z@W+#kkI}hf<2iB21w*kGeQI`*$~Dj&nVf?XG|>se$>sPm<6+j9?JCAKLNyrTSX&hY z8X34f1)oxgy|_A;L%s>-zVMYyo>=mHc#Y{%uog_sYML(o; zzeJHY-mA_-6cV?y+VA3c%YJNKe=tsb8h*C6tWSUM4)I&btycv?zXsg zLtaJr#-aT1&!VA4hx(YIe}H%naj)cd(bUd-fUj7W=AF>M65qHYq-R(QazXJlh?G9| z)SwCx=8rYR7jH;JHQS;O#4U%Fy767?6#6wt!XQ;h5cZA%NG*ODbvC&dCKH3oeFfUy z`|h7|PX8d~INiMjfMoKf*E<+J!9@AeTvsj=n0h^8^_3{tK1*#vs7yVc0Cpi(JIGXz zpkMaz+xvPH6=g8frgJTf*>KnhtXnT;9Z^H!Lc5KsM^LK^=DS*)!%vVj+9BLmDN1fn zt*?Yt0E^MFxrNCgh#)05h(&Hti8d-cxrkRXK`j5})Yl#ZM5_!HOr8C)+IN}o(UgtE zwE`EIdR6lF*0`CjPGW%@vv7GUGTah+q6lr%=%3ZZVD;2$KG_y!vFHLxhIS(6zx`cK)ty4HZUJ*Wl{W@M0+? z7alf1GfntDqn1x(!Ze7w$MZhI`w_JJKdSWKz`UeNJ!OGby4$A#f9}@s{L*jEgua`0 zJu1DMVHIX47O!B5@!zrILG?3?;Z($d6oz648-{LFav@JKvUfQNVOt5bBXbg%(R1k& z^~boJQ9e~z>2S%JkSC3PC#iG=Bd){ZFAN%MH}}&@ggILl!!d!fo+OX9v&QR+AMOtx zj^|%F_Yp++?@U@ciR~r-_^~sH_q)vXXwO*v!;fbXbE$UeECay}f&sywDx||}-oG3! zi+~V1atk=Qu4%n6sO3ShL#qIVtHacSl+`HPWYUh1Ak)YX(#Y3Y#KPw9EF|X!U>c3l zX#_h}iqp>QM33MXc?jI{ztKs${8HmzqI-FD{O(zK#UE7JTxB73WU0u`t_ZD)14s#{ z%BX}$n^q7ULBANeYh-?pFz1Ad&`JV*=4D$2?omI1qr-+GVNQ+;E_R!!$}Ixlgg7mk@`5yTHDNmvEF+K5Cs29LgjH%4$qCWv2G&x_&;;hIPdzeG~e%* z?He8+^&9RUX!)q#K9F}2cYd>;*f+~cx{mc*#kKZvsjsgQtF*ln?I@*JWHHVNi8viQ zh!c5`;$i7D=5Bm{2v!@NQi7Ebi9pfkg}{_1x8SN1F6_gQd?An#D4d-BhVvV71&UV+ zBfriNCQkk@Er2H`YsU@_rzVB&qI_BGv;6u^kFx1Swb5~04%+75WSxAgA%-_XO0@nD z3Mphhd`w5$xC)-K&&tRnGuD8nYQ?%s|{-Spl{pzV!6(&Asng z+n$>9@6il*<%EQL2s zN7iMJ1ykrV2QV(b%cl}{&;;{fwAo_uWDmTL!rJH1)M1Hyn@jN8ynr*Tl8l%C;R3_( zB16*?>Kq2>4op*^V25crq=vn9B_HtEtb#HYN2ZtS@iEiNUkvv2=vJNt=;nKpU+N?A_pB(rz(z-gN-~FGl__!D>BCEzMVlo z>gV!GX*Db#UL?w~6dUL~wc2M%aibOh#x8?kN8YqPg?=s!@t}>zE>a?gGq9n4@ryT? zk;Mp9MmmZj!TXs_i%1&mC>v`dLWIEwy#Xz_UY%7@uDTnJOrV)+08LK8Rc+zww$lYm zlH#kxL!4hLkMv&aB~;LF@_nL5$c6#2%9ceYZLZ%qvBOgo`jogk^grJ-W77+Bj*z4p z4$2Ew9O4Ho3;2N0h?Wb{}XOXl%+&2!RY25J|?goY7SIFT# zhw`OuO%V*}Sx%jwUxF~i0*8#D@wgYwP~!?rS&KKMvsG2v558|tCno3@%ckE)xQ*p4 z{RE=X^RCpHWY;f$dMmcPJB1vH8r4j+ZPk#=g1dduP4>H?RvXAyhyn;pQ4wI;^`B18 z0m!xGq3*3X%VLzfnFi1D?*Ks%bKTS&X=O(!V?ugmY$C=`WHyX=w>ToUfQ>FDv#fNQ zKFGCsvrH1~gj#?!=&WMG%uOl*U!;zGdwV#gHOfqTg9Gd3GwfItq-`44W!8uO+!nlS(LEGwZ_F31R~RswD1YgdkDwBao#M$=R(y4*s+^J0~^U=^+>9im_wiquDPD6H3g`T9# zW#x<$0)C#ShY_F_tY1#RzH2j*h)bacY?@Cks#UNkYoQE^g&0hI)9~iPK9*55O$5U& zHVG75LDIpZ{2%-2*xrQsdVRsD+L{c{XJZ+_c9}A09m2%yi!@u~Te-R+p=hAroD~j? zm-bB^m5&7F{k@nElmsaj3JQ3yI9K{@Q?1kC1@g+0E*lt~a_!n;g_h~1c-DQcK%R$a zONVb+3Ugo)*2p_-QBGrjLH_c(IgL(8u6_ns5LDPd9uw~MUpL-ta>@yq@ZSZlw-KfX zAJ{jO(wZxu2!PjdwdMMP;6$$gSt1`M4$cj62AAS3g#)F!g~*@czR^ZM1@MG8H*f3P zZr^}18t(2NKS{nUGdl*m3wGpxZ)&)4{gm~O4AWi0xTES{E#4`;GC)IcZH$siE5zhmYNtjj58_^la=Ha;dHW40v< zv#VX~7Ff9lj@EVF^%%&0h>y(0u1^V^Q_RxQcOUXR^q57`G;k|J?!_c9RkVY50^P*5 zrQP6o8X>{03dnhuMoJ8+97LgUIUE2(jGi1+2-3ZB4~Z%UDh%uvskSb-x$`wiokA$f zGm(x-mk31f<%yM_uqyTmAtWV-qT1I-Mi3|{3aLg2a>9#+8Nu9yL*mfa-A0YB1-iP8 zTkZAfpl7X(3DDqXqB;{*X#i{~LX3e@>s4X+0h21je5o<7mqswg_Z=kHK;uxIC<}1+ z#b+kN)cm0sS(8sAz4381711kE=`gx`7sZ2Y%shJeN=@>ynEGK1@?;KJV#uxUPV-d- z32*2XGla*pyMK4$;7E@y6#Vy)7_r};oFTxGmr@?~ZVG0nf4KT_6vwZ;1<_~^mMS}6 zkeuh`a>x>YdEouX}Ul6y9t# zsgY61R$n>G4Xuo1Dp$%sX&sJaLcVEZLq^h*B!pMU6Bo!%6>2mX$MnadK-1pRHHHiB zgxf*}&V&}h@8d9;-Uu)|c@{#8$_o!Q2MD5osqro(4MjN4`=~X`Cs6Xky3nI6wJvyO zEKsP(@$Xpp+N)RxGtappQ@6<+bhnOQcYaPU|4vQcB-Rhw*ni@ru_j(CMSsqf37{F( zJHVUpk*J@clNp#ImO;w$3rZv}Hi;lqlZbMT5%4Nfrmsz|SkyV+89=7pLN(r3wdA$B*tj#`(sNMpR#LrY-@~PPUBARPM3P z1>J!|UqLhTKMyY8uN*W)Ml8s1;e|U}2zPGIXqIft41C!)*!ZeZH1nOJeXa`XcpU~n z{P29o<*JX1iM0UF$VqB!ur^Zd%t0*6}-EsW;sHL+}Gns9~7s?{&B`Y3SvH^hrtOtRjQGTxv6DLw2nr z3AC7zX6L8EYGSkPFamGn14D)Ryh8;DUXK%?l*47|O69e$CF8pRv1)3z*Kx5a%+s#Y zl-5J4v3T#q*~C7GX#Zs{*0g12KtNhDj^|S+Q(;4zzG%B#nhk^`AKjvc6uN*ppA9ZxeO||eN-}Wd(h)e;? zFnb_sIOD-CMM#5HXyFvt-MVMhKzJaGv*iK~uxcd0+~bgJQ`tBF9e0Kut0m4G@O?M#OU%b z6Pc0&Jh3$`OXfM?lf z+3@e|3|joEk6AijzB)N?Zo6of@{9z7T#anPvk z1Gel@A|xZnZg%VPTulZ_lOV;yxo|_lPAfAA+K}?9%M|`rzA~2|bet?6k$145ja_!X zpPwQYh@FZzPZ0pmMIuWRTD>ET2RpI9tD)rMatb3#C&LENN{!Jq($m8uQ_@p};GdCI zF=@eVeergs@1_6^|yxY&vI2evBkVsWOc@JE6X_;>Lh$UTQn zTZpqv-fBxW38qU6oo)@k2km#OeuF2Udp5%4lp401F<%o97U`K|lB(pAg>&#~EAxHg*N)YRVvcrAkrk+zAPvOr__EvU zG)Hg6WyT(3+EiyQ>|u?is-a(uAB@(9KZc?DbtV2`*u2w}jjZKl!{cOe(~V4u&#V6; ztmm^V4QjsfR_JBbRriD5hgakr$cq1T*bBc!?QfC3TW+nz*LJ_K)yA!nf7T26xm$2$ zaflIzUKOu(K|)Lg_;Xc&j>aks+1wz>$NDHJ1mW&XON#|`-R$yy{{uRgxZ56jPzroH zUw)a@$ZkJ1Ye5<{+GYR~?ttY9dCOkLMgz+EI=tR~?Aei;mSt;XllQKgq62%CrReV( zX3{*=y}z((U^TUsE6Ip~<>S<8RuXH?59OWTG89Cci1N1_-ULh*-rpizh~FP)52ylxrT|fJxcl zLy#k}6dBYT1HtjxU$_3{R_Oe{L9X{-kh{Tc8Sl`#95g>%A^p?Y0eG$*o2EN2RKG>! z-Jj+S-=SXUWIY+LKj@`-d_R8MFr5Fg^H~G!;zXSM&n)Ku#P~A*sdFTH;u$M?uE7qI^6 zc256IcZ@^LJ0=hhhCuxZ${x z%U*u7CE*n%zc0mStUX^@v2yA*`~3&M{gvgg z(walZ^k`IOq7G!;MZp#A-kcvH(20WAQjqB9GM!n}k*r_4fXXH`K#Xx zU@EJfqUOZdL21GsLSk9-dyaJa?CKp|)ym95gXF8C!7xIm=)pyM`lJ&|Gr6K^X|K7w zG<8(s6oRoL3|8I`uP@kxWXckXDDtsFY##4~A;Xwq0I;<+gOT&T*ExPdV=8XvY&sugu!z%3OkE#_0# z3;!5W80|!tBN@ANRW{)!p;&eozRC*z_=mtYK-XpQ$M3u5mZ{hVGEk4n4yPf_Oi_sP z6klcjyN~R(0xW@O?2#C9tjw9X8~|ulTVWz9cVPT<-S(z&Y6@GDh?F z1Fnm3t0E_-+hWX_EbQ?D5zya0SGQw1yba_wJ%c-|5E!BxM~jd`J3CNgx&35L_k86} zN00=<2846Wzhie2`YHV80r8#hk%E^8xuel{cBsCpA< zIS2R~fDpBm?=GLQa=#*Gjet^@*UPy?zF;ZULxbINH+XlC1+F28H1)CgS?*Wa3u= zu^*=UYv=$d+!`k0yno{&>n2^*E`MYT zCp8rr!Csj1B>p@lqJdlzXO6t6Z{FzCOR4!Szm!=^VA97jlBINP^u=Un&O$Kb( z|47H^9tggJp0+LEIQbw0Bx)G2Tlo&laC8WDULQv@v5Rev>R9Z?!tnZ%Z`M$rr z$NL{_$9>%Q73Xz+&QML(Ot4IzG$x|np@gD>K`{8$7K_F$85$eYEsp5EeP&ipn4Taw z(0a>4ZD9h&xyzp&UpXVvUpk16+^l(i_dAiNPi;}~oR{I;x1w!c)pk~+jxkEV(qVg^ zhM3D1-V%*`iG^5IltCH!sAjOVCpa&eb5ecLS$~$5ES!ojW9P~au!wr4JG>>TC6`5X z?o2bU?k?JxbU)v`bNYAfrWDEbxW16efg+_D3dBZFEs#c;lsL|sJPQkXuxB~QWaN4K zEw`C4p0CV+>%4lHHvubOo{(tM+6T;P=`Kzxdl~!#Z4s$lJlENN>WyW7T=3(gh-Jss zXVX}oHnMngmh>5fYYT=|xrn>l@&Y3t+{o9OV}A~0!%9k|&u|*Eef7}b_RoChtEOaE zeTV<5P%f~ekvzIQqA71IuPOdC^&}_!`+DG~kGFm+jZvd|XH>*iY7+3UscXT>AJeUs z^2Xw=M=KS)5oFa(YK<63V-7Ix11eKjRsWfQ>xu*I)lF zqkB_WtRdr+rIq-z4$iWI#$UcPmfg3kFbJp%$3J7)A@AWY3q%L0Ftv=$9#m%uYYy$X zFJ$ye2tC`up!%F5K?Q+4^{O-{VoEr!`W_rl*{a@^J-jCy*VPF#UHVg;dr3~1=JgV7P#%Iv&@(35;9xP<&=`M1m>0`(& zG7f((Wt=zjD#+bDpQMYQ+ONy1yc;y>57$>yOsvhgXYA52hu^2JN*QJ8n$T{5Rrsy# z_oEEqxrgbVlB8xur@FVoyJF1z+Fi_Nv?7QB@O*`MNdS5iFt&&vl==3TJyI}3_75b0 z&AfO{N2!i3-)>?|iIKHXK!I8w=G3{Rg{RiOI0PxiteC1t_|5l|%gnfSM=@5G45M`6 zOGpIU>ebd#PL7atnCiB^r!NO>O)c?{1!fFHT5;q%dZ>y|sPQsRLB)u}G|WLb?)3!N zcTOtsGk2CBaGM`*JQ~eN$SF5cG4I;j7JNs}VXV$gDiq6@sD}+Q=4$a~GOrAso!glD zlv83-uL$5Xhy=aiu+=2u(!4})lPsl?s&t=CW=uHsL=y)2!ov8K_1Yi-u%o|g%+xjj zO!w{9@`yBC&_HP8FcD9Vhx@Xg4&8X@bas2E>~Fk=X*U*-&%g$x}*AAmhg^s)-AM~w_O;n=RXpqe;b97IG=1~ z0Z4FKaX6|r2*uP!=?J$%b|xZ4lml8w_f!uZPvTQxhZ>q{`xln}hILx=hn?N}{4J?C zhMWN+c-e+GARTOMnKcv%mn-lsiBMLzb~O~jMC9c;fxs!k3dn=S{MrNakJbWgnp>>2 zp3Dg9;eu>8ad$R|-VV7DUuQxLLpQnPtR#+xkZKJC3#qEzEBxG|8fQulD5wsJINb$O z4lWxz|7XjcqcD&(@}FCj5m2w$e_zukuNV2!MW~ze?==8lzmxT47oMRGzux=M5VL6Q z@vCiR<<9Y}-oUYAhsBio;z#FLijJ05XU`L_C52f_Nn3q#Petzo+Phm|BWZ6TcvoZLfTXJU#`w&vTI7MniqMv&Z3X z*MjK|vG@MquDRo>Drc-8#$kas)NoZA*TcSvGeS~I=IEZ6#zH5(IB>>;)))l06Wf#~ z{YXPw3{Z&mqM^G7%!}WydwkS?S%PHtR=K=jL?s_<`keTL|`QVZ*>V;BsM!q@( zm4sE|G!Rw^D_4m(b{6X*&A0K;G!{+nlU*>WjFIqXz_QRbSiU}RT9_S)_B9RgN0;}4 zrYU%z_`B1#scbPuviGXeoXt6_mb&=)R>flB1!~ccvRZ3=qD_Shm*aFA6rJ#o+rpo5 zH)sINFU~tYSMi7KY()&0*8zGZ;S5X*9Rj*D!Zts(FviN&AuvWKB?Mh=mkC`kX;zbP zxIo~Kqz(CktT+^t?Sf0N3E={VXpMO;Env&8K!u@v!dOf%%^v+b!FTAURb;ACaX zhn$Iu>Tu^BZSX3D@#{UDCZEA;Fzh5u#V7Rjm%3v^J(=BtN7J)k{b}td(0g5#Y$B-m zo-9{?cL+Q!#G(Q}p2)-fa03k^VOA_5RYuf9e(Ta|U&N7E-yYI76utN45%J0wp4Xb` z6fL_o`lZMhb-MX@_^ZuF`r=(NP^&B@2Ij`tKKUbUuVo+@wq{Z2Vx&t=%j`1@<-Z zVNGTy0bep6d=Nd(vXeOga>{6K$quX-)5_?5aQ@K6z3gY#=6;iPNk}=sDAXKK?Rzk` zCk>%St6PsZ+c5Kj!16jqR+k?pHX{ldxTGAEo)d@Achu@O`T=8Z+Dw6EySo!=E|`V) zW)e5LNsWX3iz5Ih2gObCz?yV4lf)3|AfvT(S+2iOygmm-{lTh4xa;71QnZ#B^ zX^gGgPDU`ddB+rx5mWitqr9z3jWz%HvKLYl%nT?o^h~smQhZB)J*nE}fI8hUqH$Wu zYGUf1tK8mMq3$Y+OSS`fNLN8xvkF(S^2oB>RE;rJ0CmC-zy%;F>HXE)P}KYc`L^VAxbdw1d9cde{aTZee0{ zbZN`j>68Hhw<|bE84A--dT&)e{Rm0zwaR*_s-v&jl89-*!YTp5x2_mQa(PIbu@v-C z9VKQ0>GMBouxBgm9dGo7N)s{&Q3Xi+hCl9fDq;;~?U zao1#vpZlSlbo>|h1xY!HvAXCglwSqq`(833c=$IO`)IVUDgOY>1;fvw%dDY$i;90f z{RUZ0aBG0D?kx~^=xP5eiQgwNZ*Bk|8gck>jWUCyWPo)gyoZiKtrBEuKuVwQd zOfCoj>zhyMl=Y~k?y7L(S5J=9llhiClDYNFj^YWarH40PjLTxZm$(qB?d*piT0PH> zza5=+n9AKn^hhCKNb>nOzaV?Dq1mja^5w!CJCP<^b{zh1lOv4sA|y`?9wBg@VPuCl z`6+WPxM$(}*l2_`-LdA@^-`WMDb0g4b zc0yYenM$rQ0n|J}1CVH*010}-yo%kFg{#_Ov2jy1wg&R?>=(r#L>V5GPVk*p~-4q5vJjiBAzNQbdtOem5Jz8^`v-iuNmTQP0Xb~ z`P`MSLuTb})jJAaTkGw$7ePCApm|W+eCi(i(uAf|Gi20M3xF9ANX6PD6nYO(ReW6{ z2k$n*YkYlRDnQfyw?_IZzCUXH>f+r`$g^gTnsD2fwxm0!q*cF(^s37n6RPbP`FNlp zh!U>y-7b*-z6+yq9|)qTUm>uZioA5RP5YJT%=5uf3oM1BWwnqunspV@aI__Fmf8WL zP$gdG_wwc&n|J~y_tWA5tFl&7n<#a+whL3CZNArHDUXzw#gsmLx* zEV%^1mb-+SN-A~u@+{HGj$cehNyEvv2hsrAEb6oMx6By~x6o_rAV?#`G%QHv2q+ow zPK&L1DQ*c_<2PqAOaPULl@8Bb#z)5j02mceV!z+1Bl}DCLIWdPZcUDc)yqMKK0Cg7 z&}5I+S0{BiOWpNezT=6n;7EgMk$OyE6fq9C4=$^LB8fN!+QuoHMyHb^l=l0};18Po ztWR-VNg=T--H!ylyDiBUpJU(4un_#xgTM#(Ud+Aq-X2L} z%dd=C?g9{VO$F^dIHOCuTIu5%G|}wcGi6?l^R@9Smz2u24#rVDTW59jOhh=JTnqXt zILP!Onn48RkA`12YB|JVT_9a=^UBokQ$+Z1B+XN`)*C*5ZENdR;PRn%I|H|3UJ~sPA=^W@aO0K?@>ul*jF17juqZ5%~ME&=>-N24vo;5^+WK2KU7PHXjE|}(#odOcPPZK_CPLRzLovQ2U zhcBP}39)&n*(;>{2+IfZLBJ6**N7^^j4ry{6QT)qd!(8m0$P-7Q&)ld4~{U`U(Xo| zm%y)7L!9r)y96`3VpjMM=c~3impVn-BEvF-ps=lL8RN;U2i@qIvh4(71j{~zGFRR@ zcU<4Cou^_~6hxbutN&gp9CX?+hTSidgyA7d-^Tlp3>qg67*$^GVIyYimTtGB#;LBF z9bp>}Es}S3neu!hthXckjX!;&`N1C1OMjI{hT)K8KP`9L@^uzezfq;fZwJ%-G|oly zrPQvYfF(lS^cLYt+iyY?KHfSLulh*1v=eCvt^R^y)6M(iR#JQ^OhKaeHH+>ZN zSo~%4%yxFqR!~vB->$IX@5{Kv8?C{c)q|z>BP4jmM5Ur8Z=%WJ9iLo;A1-xFP3+Yr z(ny_~dQ$F7yx{Y_rHogJ=i(ZDvZv{^aG}Iv;{BRU<$#j-s!K1q&}dDU{d-{gMs}|_s*g*WU9E+&`PVxTkp^0$rtRH9ubh8sYvI!PFi#j)A{M(>0#XNY8CIASwkK(k=ksOCDO+nr;G?CeNP}XGL2TDz+l+L#S5hkn zAJ)>j(aRkX!=(l2V$g4D-%(^48%>fveEC2RW z0MbQQg7!6SCk9Lc=I5)ypfTnY3KJ+%MsYVo7j`5LtQUXwz1zZC# zrh@dCZAF%dYk~Q>`eCHS#$rN82laG^TXxxUvrU*$O+hcedl90fkn#^#W zsueqPsOEDz*2u;0?)g~wwj9#h9Aoh+Hx2MMxo2j1gM_Ap|7H~yEE>~iRnxjFMtq)( zVq_O{cN*{9FZNl;dye*VxMdWMf5z`i%1CrZOV-}ys*|0fMU#zqjkin69PuVw{>$~gQd#4>yT6WbUq3i}+K?y0TB3aRt{$5|*+|WK;EMkH zz4ML2et8BM_3Co2zl*)_KV7%halDlH4Vo(5FI+bZ$S4yVCIS|xy>7qgmoaT#p7nTo zfJ

    d*mRNFjbbFWIQS$1jku6FnC4>xQPsY%vANgmgi6u!q-!q;zK`1aIgU61!!H@ds>nTC|?17nZ}W z#*a%3I8UMj43iD^5u>&uKQAc#+B3afb#M9MgQ*VPd?|l*13q~t{1Yrjd9PO5MUJ{f z`YBVH5(vMxAi|%Zl3!?R zXJaW^h%4S)y7DI!v$IGG{|!-56sJ!6?eecp!>tHB0Iezrrfh|4zVTjU3Qyj9{&!ER7BdNt(xra^o|LTYI}N_{SSm zFMUFsz0bca`#exBTjMYN3kKp!3Mkrsio1>7Bt^)Y!%FvmEK{J^5Cv9#L!^rQsas|R zwWC-Kd%>Iev*=(dH=|YrZp@=&PWG8fsW^F=O06Phh)*$0^$u#Sg?QWNLUcv$4y75H zuC#2=>px?etzk0auPET|P8LEF&_ft2;E603ElD^BKiTaSC;hgVZ?E=LJ59QIcPMn6 z`QpC}M802;Yqq=?OXkYOnXZx#q|*2UMBS5#n~CY_uK_njK%cA~2WswPnQ3beG;CZu9d!Lmsoz3s+I3hG44s+oMnXMmej9SS;C_Ol< zyJyQp{}sUi^<19UXR{{c(e*kp=GhFmYzWJ;@AAj6Tf}dq@zx-{u>F9UaZHLH&XhLA zk(XSr6VunlKzO62rO#rtL&7T-NWiK5`6d?5p&OqyqrA|+ozt2%P%Xq_^7O=obxNBx zS4tjv+Di#W#aljL(oFv}eoprB<1GvbnYcVQ!b^RqI`x*CH62D(o(tLqMi?4X0lXI` z+GTcItBGa$u}|O42mfK9fQ6gwD0=Oeey`cb{+PYpF{WI+-E%(dVj1bW+GSA(L-! z^{)RP@(HnAOF7uI-ILu}UXs1H{OibyDbREKk$-h_f6MaMqmDi|pk}~mjGl|us7q!~ z(n7~x?ZaPA>~A^xPR5ti;bGh~F-Pg8Xj18>;T4LaXsYYe*ikh)}$`{|biJx+J!glr@hY z%PY;nwg4FE(J%N(UnVm$mBZ*h%tNy|MR_3md15 zvU$7w45|I?Z_i18tDbGf-uk=P`FcTuQ3V!UaUaHxaSW8CXg5cAMQB!#8AxD_=JP3D&9?!)%sQ7MIzo*VUqr zq^Zd@5lkLY6iAIt2~7?rwIU;oHTtujSd!iM<&V_|90qp+FfFh-AtoPfHgJi=&x72% zeCscLoqdcIP|R4IG#?9Hd?eXkz6r#y>(2HVT#()jXnvE_Nuyd73BZuIDkF_(#w2N4 z%#RCL+0E znTD#i+$vM~8qF`n6}_AqS30QHrvJ*)2~TdQ4#L7QJBw6eFL`0)w{Mw;!zWAwt^$8PlcVjq_W!CFTtlkEPZ8lF*(pUN83rir_z$vwf3#2wlR7 zCUyQH(j3_RQ)K5)HdAk*uheM#00G z>OJf864PuJbSVZrFkzAGw_#*p+Q8dm9{JA9fDYz2LHGQYi7E5RBh#j_fY)9NYd)p2 zztWXI2~j3V`Op$6IEi;@iS~ae7`&OKY|m&x)Pe#+FZKd4>>^L@(SC4X)Jd1{nV5&X zZ;1DDUkp?buu5%!ow2x}^en!{kaTE#m{b&S0&jx*GC ztEHOgSLE!gO&@o}qqu4~pQy3L$ys!+y^7rvGR-b^nEx@h4`m5CwHIy795xU(%|2?? zXI65Z8J*-#SL0I#X9XDn7IP_~yKL$A9|p}Lp|H#hyv?J!nwa9#WgKi^FIySA_L6UY zvu?GN8X>9PGD(`~!~3PtAseE+*oY;=NLX(%M zmWb}KE3nEk?Dg1sb}NOHuKT&39i|AK;T~_mXV?TamuOI~ejc2LF()gYqK>lUbBry3 zda75{gtS8M7c~h3%Hm+=MLZFXn`|;X>cr&xNW6uIl@Nq?3Qe;73(Z`T1N(Cjqs8JO zaY%H#%@TdEu)>dj_8?}jxfl_2feU23GzK86)bI)oUe~SIeSbWR=VB~QgV~5p;?O%M z8jF6mx?fN35hH;M14*JgWj~*h-MR{=*zi})+GAstQ|9-rd#4N#Yy6Cno)rUXz@C3} zAkV6|+W5(4WLweeK~#-R<)@Rv|EC%gSaaJ*FXaEN_8w^*TS>t!vtGYie&O`?(IMzF z1}E3{V&zh1_0ZG1QOX>UU)k_}u*U}O@BXy?A?FLhRsKQ_kFLhj zA&pw&{(CQ0c{ysmTg`HkKARXCO}clSsQyU zZ$)n#CiGF4bk#yYw6$90IvEY`FvJ@q%>9 zNk*!rjm{j6WEoup>d1;Y#Yrg>b!VoZNlW557~|Kf__!i;v+Jy^)P_`|gcgE5dnd@()^B@^^qB%s3OJ^?4JX3j{ceNO3W5$+MB3v znF6_#;kvO8G)@rXSXq3q%E)+HA`46i#1ukF!j|Hum_TacNR(n7hwR^;4r2b&a5BY1 zS?ER%Ss=BRUfsiju8q2)V6pUXG4^Z#*d7}sFw0@SN;iHvDFo)1XkyiA1&a<9fARiS zR2m~JT)3xnT$zOiP}w66N+OK#miC*8o;kO->qHp8ZCJ&mmhm3W@ z>$1M7rw9m<5Qv95zR8t?4RPt>-(0@AK5}n|n>bK?U%dlEVHsYEdJ^3b1+gy~rT(Wo zwU7#%{AWQeH{Z;$Qp3%3RPtTpS7F0M%n1!nqpiQCYhcfNb6H?-@%bKMQ+4Ofe9OD* zW5|b=i{_+dlWB^qu#N_fZp)i|l-#rpNs`L>0tk#{8~5T_Uvxu>@H?;4xM7!0 z*3#RQ?6RBwR?&yO5dGG|TMjo+&})wP@&cX`IW?Me?*zL2)&6+7vbt-GIkK?Tn|0n; ze^RCL^azX@My6JlD-%%`fNjVEM_GKazT{dhO|GG+=R`GCEwXw@d`ByVjz`7LcH_{5 zR$*G$sicA<>J7_|2Ip@X!+Q^Lm0YFQBN2%A<;3p;Yd)4wjCw~}HU93Cfq8Nr`>LX{ zJYtk|Cc@l>n7+a9lTOFGKB2ht0?RQaug zm_-JHc{UxTmV|mc|K2#Cv92)5DNll}!|~~guyV38G*Gg2s0%*`q&#=bprA%?uh~0|Xp^OO%O|)ofpXEz5vGI2PUQvD*%W*ue{D-Is zXpxr8#gcf}&0iL?KKP`9_usPIUxb9m((TvDI7OK4C^H2H86Dupl+Tq@p#+B3@1^Q> z^hiT@6<#d;m zJsTKa9;+>$+Bd3#;92O1AFJSO1wbR%Ny)r3gt;u3cT9i)qf?}{T&^zO@-?V2SY+^5 zwaLV}n?l>E0jRxwTrZe4wui!=yA^80N7K%DyIzwU_mONc^ybJNlYj zb2l-dwG|cE`oeMW1BY18s^){^?o&GSG}Ctt+W3qpNLUr8&xc?VE{sQIGFv3y59sdm zP)l~Hu16-usj8yz7}#SO@v z0Vgp=Wx{9EXo}YdgQgZFSTaXkiUeWgojnV7{o7i5A2piV(Gti zQ0!}L3u0aK7y$FBuayi`sPlx!aaY*}aro-JfA~`~TaLyvvzmuJzM4{J(q$nVy@5cv zs1Gpl%9UMTh511*|1}3b6%Jtiz%zQMbgSYcCTgQ_D+%~9j#rEP#qhoO;`pR?tmbGO zD85?aa`6Hg`-kp1tT0*R_43d9Z|jfw;`1eM;pWw_kLDl#9(hQpeNpQasIjSVPzR9P zJ;LRApR;N+kD*E!+_WHnq?52e!}|=C$&3+YnnOq@TzpXbdz}2L2+uwwORbQ@IDFP# zE*qS$?-HWJ|D?|S!h&R+f{BdZ3GO^E%@^Uf+cDMUenbdJT-bEXrq-B{ne%`%TJW0N zpN5rAf9DAgBb}sEk%{@9!ljnO@?;0&AvkHU2u*wa@@(rlBWq9Gf{7}?oi;w3=P=RG z%Kv+ftr7*-MMqs8U>X~ zrq&-_W>e9_n1t;-{DJnP8w)%l@=UlIj^_5ugh6Vv*O^d>L=uBAT&TfLUD}s?6SAoN z_aeI8gO+q}xX2Cpp2~YXq)wyZG-8@l6eSnRB;7LoaGAQ~mXK)0c0|DRU4>lMo}^hs z(9zTX0_Ik9Gf|D^P}F;;8%U&7122HM`k1im`e<3GDT%!`Al1R>=_J8K>(4^l@q8?> z!JJj>e}jaoXA*G7ETiBq1j!?;+hl1FxjHpe$zDBVa^Pkv z?}k2()Z8PTWMGhW5p(Oxu@l-DMI)aH2Tk;N{K`H9qlS_wqy#O7v|+;53{2I zlSIipqA&_@dhJ&6rGnI;O}MLCByfCyIcjrL>gyX}ls{QMNQa`5)G(rub@}JtL+}CV zwwaZexSm-j`)Ky(9slKLlHSdn($OSbqtkNE)sKrU6E3FxmnxPxoK4;>5sB1ai~Y)9 z`tnBj*)qJ1-?#gWspzMu*FYQQawO3PMabOwvvocYP5tZFuSWGNx%(}fmtEaAJpNIp zF~GI`|E{9-0@(pL#XRme$#823UlT5I(yXVqnD1hfDH#%GC(kC*e+ z{`qQg{h2cu3)KiCs4`m)vyt`v-=hXE%Y)mw`1y6;y#4Uu!-YM0R%WsJE3<=Q|BI4Z zAwGj)VDakJt1|u%(oi{H((nfRufQ>qBU;=NE~*q0Yw;NHR1Op`2FL|%L!bcYbZHe{ zj>n#CV&TS39`@Uk5S5Gjz%w;2_Ct#?qoJXYQ0A-`L2pn7#j9f=5IQa}5 zLSbNa)oypfvDia4vHVCSAv_7stS8LXjyV#s;q>hkd3mUi4p~{Vgcf1tvguWXaF-ejr#5ihb~9%xox>& zvj7R9~9783TXa@{{1n=+(rhsT~AY5iV0 z1}PK56yS6Zh^PdE>qeAQ%c^o8n#UELm5y|{no|)HDh%FqfJ_=iurP}N&O#zv`f(Wo zwgmpt0sg}@6p9l!Q1`Rdxlckew0P>**XhGGz<=Jhnm!|(BgG;y6fUMfBU$Q8+2DK` zbPnrM9C%mOVM_LVO}Q}tLEy^zEv`($1Nk7amz^#jvt-ved}JpIqrhE*U9NuLIc^8U z$q7Fg=_}|?*1I9A&{(M{en=W_j&zd?we4;7iJj-_aay18PN?>Q(C31!Pc}!AJ;rt= zoCAv!$Aq}bBSs3r8lmxfJ$UA?aaCL+ijlq~P(T)mhV!fZd^7aWssAm&A#EaKyul^& zFR#y9g?d5o#Nj&SG;H@}C`CH-$)-fg+|EhuB)f=aDA~=88~Pjpv{AD8l2Uba7$G0m zCa>tWt_jl5IZ97{?%hk^gPY$5k!%lCRz0)0m!@bZgU%603}lunjvyx2i+RK~CA=YI zxjCc#|7bjBqq}(P)u-(;$miF&O|dPoZy5DyOY6PyBFidyMgrFe zvL@)#Y32A4hHO&RZYC}*Im~^qx&hu)H}|8mZi^byJ~N2dhRU&l7NKyrTgA)3@eskOY2sE7Ar9JqJ@6G5{VL{EdkEgkFU( zvCtVrqA8KNZhf-Zp#;XzN1;M54%znPx+RFYU&#@FUugQ|h5K zr^7@W$D!Kt5n%Kl8DC?>f|8yHP19@In?5DdwxBK1-2$wA> z@Y54DO`O*66pzhmo2$2F!MFe|S!3=ro`{vgj&%jDN+jN&TbwNpN0tX4f)_xS#YFgg+k)a8X3_cnm5;>G z+UdW-Z?bD1DeyrCUFk+#^xs%{BqZvCf@Eis`tj8vEQ(n2Mvjd9h-{n_k(E z{iOs5riKVW-|UBK!j6IZ+U_#V$9g|8Sj_vSmXDaa9otCp1R4ZcL1ci9ID>l; z(z$!t;T{8##`pgq;{Cr{5`&SsEjo(`U#9AQ*Dc2 z)NjVppj$d!%DWT&EXV9S)u)bUhwV$20m5++2wjj-Rx*hVt-7HZgqLE$-rne?xa8sB zR*}j?p^-npFrefY3q~-SixvT_@%b!j*p@oiGWaNhudQ}O zX@Grd_!W`Xl?(_0b~gK2##ZoN*b~=9Lm}DceWW$DPvws8LFva8C}9Up($(P<2A+oE z%7=sQY&?qg@u_J>hi?PIbYl%dPjkt0@>FRks- zozu9Pvf?#MNBCo7tctecn;+abG;x3pOnIU&(4YIED8VocD9W9ZnOm{=qfLAS=R@+_ zilQx|VyJAK`;98OF;}E^5+;c~T4GyJF^WC1LeY)CAZu$HNE2=qu$EDdOeXv1kMu7q z!cO2+6D(O|e}>p18CDVYCXCgjQVavKoVa2(0pnAxQBy1RAhPBW9!Er@2IF`}nYogq zZMar6ZR&h{K^ zZ}^KDCfSAs9J{F@qGbw-gw{B_>~$~|Vj=?C!Uf#yN2Uspg8@7=eT#)ngmA}xtSr;0 zCgsXV9tn(^DX1IV429$8&1Ajwu@x+T%GKPs9G|<#p!FBZ z|Git4q{70@=YN)hcdC8y-TB?`h$)F{$qjlhPpCp->)T!rwrj`P&nrB8oI`8sQ}w*X zFokihCU!LbC=wLE@@+8Frb*hEyK>s4;e%=H>!<}5n^Arq8ohT!+WTO9!7P8j+1J@W zB`O_ViA_C4h99~6!e}UYWT>U=g!~rEcGaThVRVZ3JoQ4=IbY80X=nQ~CMG9%v~!)2 zJ>Id@pIFB%7>1>idE*(A(HL0Y8CkwBg#p){r%OCbH0OKueyLXFF{(|331x@ zJJBad6a&h2uAqrw(Wt>ioo?gf9IB*zqk|B^V}~2sJyEW(!d#w?>Gr2uv?});RHOT^ zSZQO}ZITeUWIne(!uqaGiz#_Bfrt`*B2Ku8!J{!m?DEiHU1Zya5kpX9Mnf-~uo!T~ zQFkZONFf=c6CZ6p!Q<)SnC42l+-<4LXl`UF+QBSFWSUcJ{d>mykMj@l*1A$d7bi5k z;ph-pgAR1uM+m!TOT&@W`1W}BuV?8fTRR_*XG5iUCrGH2b`rH%7@9;&6<$k85c0b= zMlxmfdpw@`%xFfI+WHT0MO2K1zElGNyN8U$t%J5?Xmu)BEESn9A-k z?TI8$wVl$qX?C5jokiKk(k-f0529~}XBqizyumZr1Zd{1_WKo;N=x)_wB-EJ8(lB5r&u@YvYcWt8 z%$nMC)cZ%N7N(bCw_vtB1p*;IWxoSd?S=4XJ$z9*lR487rhc!Ccl^G(5h{u&q$4>h6ZW#HxDzP9p<>4;^P< zp(hEF5YLRx>B14)M_tic+iWO+mJ-o)XHg$c7harMZ0BkN`I4N_D=z7{AxHlFVVeng z3A{v%f%2hJorq?x=GMRf#T*24Q~Lv@N}IS{gjn&AV&;`k$b9~QKteA=g3EA(D^4@q zyeLfFjiW)pre_Sa<=o_VY+PbKZ?o8rrKaa?7qdtjHY1_x(=m|c=X00On<0di{xmUe zmkuj%6;PKn`dIuLsN#uYjJTJPORC08(#PWnrwT*;z#Bl8T^$)2AyUu@ua zj*WRaTZ)5$ZHFD|4YYslOO$``-rtc|iFostf{h@q8msVVDe9;MQ+5ESe1HN2^+?Il zsV*fAj6GJm!#bh|yEk5WLy#SCE%&}gQb?6i4DEZ?^gW0}D6)qw5XGIE5YwN@3DRPv z=BP|<6K0`2rDy&y0<<1o<_h2Mv3mLZciwtmPH6# zik-Q}<|(*S(Pen}T^g1zb%g8NJjhwmZ1u{*OZ2Wr>fIQo{*-L(wpZ}M=I!!l^5IgH z#z$zad8T&RQ_f!Gkpq@=rr5TFVczaN{)8H`%d)k^OjhrQw(`(cw}*7$nim~}>dnz? zn-Xm9RjYthQtSY=B9P6H6XnW;njvO+y>bh_u*1^&oB_Z1wCQ%DI;?n^qYN`%-)Hk3 zCw-gA9-g=7h($G$bC9IMK3aH7ERvbkJMFV1qx8sVkfn;8?+F^8*pn}(3@BzqU$o*G z-)ED}IF#^mqFz&G{z@gLE1s*~sknPtoi7BIP#5=*%Kna)LZ8#HXd>%bGQs-t|?7 z-mI>2njD6PAM29s&duv^9Hs$Tsy_Z|dWz74aD?uvQ3a+8;eRNR)%6DH?2`=|RtWlI z6Sb^3uOj#P9U;6)ZzC!3PFcWwq|r#3Vu#PJ^0M7GnR5)iF&a^v3%;uDfJ4Z?DY#Zq zm7MX@SUp`@JGz*D7Fs7pM5}p_ zd^cLFIm|H|+vVn>v3Z6OQP{uahr`h+p;Mf>#Ir&TBTxFDCYo9_E|^{>indM2O~G*V zxkvbSv>wIg*l>EZX~TKDePh%)w1`emPop2<1s@uYG{qIX#+u7^I=ixrDX$6IgA_>{*vdvY}l!; zv9kaV6J81>VEB9c9JUj{Kt*$?c`XwSz%v2Wcnj&GFd#(j1Xz{k#OP+WwcTzj6>inB zH2=L$MQe2c)c4G5c+HABthJrgz8?Fwej9G9s!e5)oToevyh+&OQe#hMWHsiLa7P3*r6D6IHOxKQB*7V3)3^OY{`82i-3)Y4v?V*c5!|BCZlrP89M*_iEs z(aaf~^HEN^FF{k}w^*-;7S}I(>1#>zi1*O!83&-VM|cD=%}N3~>S1!7fa8^v4=Dns zWRopJ`6*q_elQERWnxm9)OeY623^fLlKwxo-us{JfNlFvgcPAQf|wA<7-G92qe|vY3Fbgsi zatUHodUY22tV>$UHA2aMsE2v&r3E>{=fKg^Gi6oUP?e42@NN&#)IH(X949A&jSAW- zqx~!G!S~`r>_2;5UlR5!OcCz9^RnPy=Z}xyetBU%NMRCd>+t52Q;0JW&hXIIuLl)P)eattBJfZdx1_ z<9HMBxq2iEz$Yl7Idi(MrPuMK)L}4<;(cFs%Lg#*jPkL%`%7hxf?lkK_FQ`6^}#En zSJK;!4>GiI^i%skX|D{*l2mxf!6bdO##(j-ue2X{IzU*Wxh$nQE<@|*4# zw&PPYW_n@$X}=1|rs&*u+%ig*n}s-9**eekfsjpcGwMu~qa7++#`c&)>pX_>fdX<5 zsQA}2_s6G2<*J+t9}Zeil%Vs-DW%*I*A)zJ|hCdx@_=-#=KE25VAaa&u2g z!W6CtQYVogZUGmk37w_gISZDUa$oqpyS#dr_jijiw(yw&%}hZW56ciFjtkd!7nI$S zf)jMqrmPWBxTWZ5apq_#xflEsXfBwDZ8OxSQ*1#KH%tHKvMl{=ehEW9h(W@+=u^VZ z(^U0dHyjGrEw?~21pWBB^saiIEi2aEU>XW)z|1zr6|J@3tI3;^%7-1XF$AQ zV5c#IGboHqXChZXpNTwPZ$l&9ijvBmxQkW+Gb=M>4LRoHEmzo2Q z2xsoZ$Ivm9J!`Ke^U@W4V{;_Eb6a)9Vo0defHDBd^H{U7k(mQr4!(wEOw7O;Ok~R% z35Rnk8&^h z_P~QoWpF0V3{M|`u1u(4V_9)fy13;s1fU)xP|$(oXSGXomWh1kNR-r)pHY)XPJ|`} z`L$4eAm&qnoSl05^iWHqMgeqBY<0iw?z;R`qxgDit`ZdGP;3b0a5UoeB}=Axe&nXC zo)BoY_nl;}6KbuF4Oj{v++Or1z}lmKD%L7hrcfXFp2kBqpTN^YZDPExxIb~(d*%%c zV-1T7v6s@gkHOC2>Ek0SS&Jk*pS-OWc*NBrta&XJ-IW9dZXd0-zfPwGSenyr=@~m^ ziJPrhX|wdg?kF+|y-!iK1xVJqc!Kr>+v|9h0Ej;;i!vDgUd(l2@4fnZd{nK*JA;Tg z$`s0X`2)oS!nC!PZtI&M)J#KM1%qEhBQ4dG#oGt!Y0_3Ca_w?T{lRqF=!W!RI(6~S zMkZ5Dm$qu8eJ}ZcI5`nL2%fpASIf1yw^@Brm8I=exJU%5s_6T&4Lc(SVV=k^cVf0~ zy|vQR_MhOLKrg`mo-Kvz8!6mBKF!ZHP!b>_?)vZVarb+1Pl}gkV8^)o?03$jw`}}3 z+a4<9Smk9nFLsv8Jw>z()FMbK4+vL4EPuV^kE$(1s> z#~`i#{Lqq0*yW^+<&4}gMOqG zgUfEOrW$J?VRoIGv7C6;YdXTHW}q-ObT}o8Yd|B3q4oe6k$a8sNgG~bSa-vQE=DRv z2;lgr;f)~AoOytvtv_|WCdVywaRK#+4?h+<9U*QlDP2A8<(nGvh%JuoF&VC4Kcz0M z(PaHxGGb&J<%#+$C0Aw|VG-%50xpT<>coCOr65~Go506s6&*H;uYc571i7t`eA5QY z0y;%rhEX-Tg?jiI`72BtI{{puQluo5i>efYD^+OeY0~qH=k|E0NrGPEsv(bdj14t0 z-eLVN!y_h2VvW4nxBOsYJT#b-IKwh<2k$y?b9Wjxekc6dL&o0Nh7-cv6rxfxst&4c z8RNW{uANKXgQA$D?c4wZ{L1?35-G((D(?|7weUQvt`N&O3A|wdB*vT{H|UIbZY-po zaoyiDrFvt(zLF~)zj*I;F6F9I7gI_2nUB$t^G)?2$k05@zD@dmstC0#fUbk^O=jRhR0px)GugKM^)Av$ zSDsxL>147ZDyH>wM*OW%5VotRS)yd+RawF<7@&mPW%R(ayozg`rqB6`+n`SA_1d({ zS!SyNG_@!LL~AVarO~^E{R@T>>bp`Htt~|KVzDoXQRsv*;+Z|M@eok|Tqfi{Qo(;M zctLdXlU(;gpH&twT5W@8_O_3sd@}>7Lj!IrwA$yr=vb4vVl$CFEq}mB)6qAJOPmH| zFxZ-*TVZmoRuSAo2KE$+r>YwTn{YuzGy$}VQmu1N0T9BmQT;7F#9!G>3nK?HTiQ*C zk5BseCPgNSF>oz?q*etzS7JjFl&TeD+<(=--S5($aejp;!-%!=&QAuX>znOM1N|xjp+#Gj@T(}d(M2ry+y;TAo3CN1+j+V`u+dVm)G0zjX9;H_& zvSkBhb%30o&*IeG62=W`pOmsiL1MYAFuaS2(@{F<_y&i4S5ho9xLZh69C-+IMCxzQ zn9xU=B|i?uY+mJUj$CYXH%jpiYdp=*p!yI+n<9d ztTobeI>sr|3vYy&E@K_gYvp-VJS)PYTkNbbA9%FBA9>RP!cDll9U?&Rz(U*%sGLu1FC}C5T0Vlr7 z-F8C+8YW;)*iHN>w^ID&~1acEg4x zwF&h5bo3D7y$cS2h|sXX&c#}=BO56F4b_ zD99}gKsrnO+Qq%03=o#HbBOQ^nXYAYZn%p(DbfXtU#IjvAMC=ZL#bog!uQDNVSR;_ z+I+2$vB*rLQRgS#uw|w_wx!|%=QhQa|N4Iu`Sdhjm)mX92EvHmCCgzFbSM<&3b7UkXbxo+#YT7%OG_D#`Z?3SI@cve($TD5j zNzky($%vBR)l44x&I_P%9xKc!_R)JX3w$IJ$IQvkBO{c39;eQ1@mX8Zz-Y=kz%~WL z(zEcYSY3=?&<0K~x9?Ogck1v?Q2)n_S5-&Ys}q!-D~c_VCuG74Ias{=pej;?yV8X* z)bzT(44S%pUeQ{m%aJz~7rFgF&8-LoQ#QtDB8qqYh+R`ry5>iXXaIH{*95P}YWDVC z<)t+fO^L!nyhn#j;`|ERKHdFk-gB)FpGub}%apC9i@Iq5iY&QnnRfZw2(F1q+H$Cg zKk(O&wenb*PAIbJRdK*Jn}z>5x2PlieR}UB{Ll9M->hO`dqegrN0qABTDN5>x41}H z9qFQnnt@S%@nRsYhM|mCsj)Ab-Edft_K^)C^;b$&HyDI5KQb?r0JP`#C26@IoKhgv z#DuZ;dfy)&lxDC*q0h@>25#E}K?Nq7JQGU~jGc`vsUDWw87__IY=}wIgN+MJpfP16 zM`4BfU9MELH8*DZkqWITYGaO>M&d9`BD%+0YMJYvQw4D@d z>jUKFr{hSNnhIB#*r1g~kHv_M6{4&jzOjWOjTvTFdBs^njvge~02D{5H17#(VT0)J za=-ls)51j#wDgF(CnY7poFXZWqbfBtnDAX$9BJr^KCUtClx2D|`erU6uf zg_X0lD11gaIE6##T(|idg2$12Ru@bW^p@|k7-QQ}Ys+MqkkOt7rN6it`!c94Rx7IL zjo9H}N)XQ1TWxOQ^+}`?`JUNzD3caKlaR=*NnfeDk;-NkMS;CB@@(2tETo>j0uY?+ z=p#{o<*c!O3tb@!7Q&a(l$dLu5y0e9WE#GdSk`VUQ|aR(eRvt6b0~Gf0N@vOUKYXW zlSOS$*;oAK548Y&ZIoN|^QwqLo>JvI&X-n{r?_Z#QNKuC6*n-9H=bDhqAm{HY*f9I z#&oV;@f^2@b>LM1M~6^0PMrZRMoVp=rZcl7pYNeXHrc?4N+vRp1xxpmDMGjZf!HVo z!Cbr|x#~8Xh{H1A{a!ga-ezc!5m_pYroyajtBX-3;dn>bqW+aAhQ|X$T3a!C@g=;{ z`2D>-#^HHh_7UezJa8tPQ69hA+u(HWV!k2lK?g=ajL!Cz(Jg>4_GGB^tWBJ^IE^lt zEfHt>>5g36*g#eU4o!708Hjk%)tpG~`WhP^%N910Zmcv`f;D;~t9ThDM=4%dGY%M+ zmfQe;EN++&)7v)s95n@y7yevoUqCM^YnCP#(T|&=ELC|D7XzJ*@aD{=B9p(gVUg@l z$m28)W7=V=Y&<5}VySoMYxk`>f6#vf@BfGd87%+#ebM>ZC^Y3gN%9zaY4YxKBInH) zPrh3{eet88`Cf=S)^}fiU|fN|hbxS{*yS8VBC<<4@yq#lrlNxXv*I1WxQi!0C25#m zwW>{@Uw2ogVZzw*RGzkWUiAn+9oKMauwkMG1ljvIGDnzytzgNiLs7B}kLcAiKfgt| z#b*aP0#~$t)+sp~C`!MTbu0KN0;op&K+M!hWem@loh71DRYjv^HJlWV&ZFJXEhxG3 z@3&N{L!bs@XGh8Q!(T_~0B5Bc3@uBzN;_iDH!bq@rFJ3=ZNenI#{VSLW@+`VDL5jP zPCrA=0bTYXalmN~VfO~5IX>6XZ;yVz_r@UH9UK3k&^4Xgz+vOrNLB<4YWG3xaW8ux zxll8v1Lmu1La(Gd)ml=6zn+Fph)W#%=lM_10S!>i-6+-VZ*q~IBK&;wDI6pf#GN72 z-f9Ko+narDko$?1@1|aMV2RdOszvdF$S?FXlCL|h1WiSnGaC!`JD}a2e0IShzVW7l zO`af+B6Yp;R`YV9QkPmP)oeu?+K125wPJlxfE9Q0uCZ)yz&dG`9hPURKW^Dz zuPfvY>sP9A&U_rs8pxhb`0+^Eh0qTWUED};;B``ZYzINl>Y7X8fQ@Cm@g@3EJ;vH; zky9VI)mXsCmN~=hPgoBrJs>kR>Ll2nK)YoT-Z%*?DG9zobBCRSiSLkA<25l1r(F7o zQgenU1tY)Y4F(jgxfVyUd$WCc`Uhp;nP{~epAw<_z;ligkZj9KuY4IANLKJ)9k(dI z(8|%L@x+{;hn?q4+~D#HMFHz42(;PSLVySw$2q!97n}GLkuvB~Q3o}a^5FghCq?*B zS?I8*0s9CAle`(J#M*a*Wr%XhhGDijO7w?|=I&Ex-L;ezbYvKO;ZQWj`rC zaq?q;%?|ZXc4F^qy+2CfBG31#7j_;tRE?b`s-@r~ttQ$$4qJnzZ;5qI%4N}GC{<_d zCsZSva;aGAn_keNv31w9Srrk4ZNcE|(=TZN%=p*Ts0*7oOAm`R`iC?K^ka@Womn_UEU&FZN=SpLryE$vyBM@6|4c!|>Hm%>G`l_=jtE zey{P*Q{9sZ0g@ksC8zMuWKR31r~jU?(e(N>;=On)$$bquTX>VjZ^nsUV;3}t$}ycc zUPc{E*5YDwc?g8x9B*U0Ae$!O0G1oK5gNlsSF1d_QKg2KSV@H)v~%c~m$BwEvCi{Y zxsz>KHjf^~VSR4U~e4h;)c!P71 z)iZ85ydFw0(`-|8D7&Kbi@tjoY0t_n07RQLwl;zc%@k+8-loI+CMT~i#gPa;<)aJH zmuW?CP&t%n-37KmTio1(Ap&&3Q!z?3@v1GtX z=hk#4Q+w8n?>xnp#>}Qdv+r9eS<+1b!{%rM_eACy;sA?=xU@v5VxviORZr1vety9c z`UtHF-^<`d@ve)a?vM86qr@o~U=zaI901i4acaj=vEU;$?|njd#LbUs+gOdo(QUy2 z@;(DUTnIo-7ZKdl5BaS!X-ro}Lkq)dM84vta~r3RDeYj8Hd@y=aDHj-9!Yk z#hH7fwqVz|?AhvmpJ9;}9AZSQ{->1pt8Yxa+at2ogdegAxV*CTUuxdOFK?~1zTwKv zj)Rrp6#2E4qHEW#***OeXz?K&zeDiPRybU{#q}U9GJpEPD*avgUGAfb6uMmy{U5KE-*_|A5Ykgsk0c$8EMbi;tkrCS z+7nEcH$X>T0hE0ZM^Q_%U|yZfBXtWQuEY}(v^OPgE^4-#KbwNl85tg+A<&KYTlgp* z8*7#x@;K>V6K0LH*+=oWtG3~2h4X~&8%>;8-28dkTc-klm?aKo6lK^Now>0|O&6^d zAht56;+;ShZA*tdO6Ln1YfwfNm3Vot+`bZNLovI|_cH&C{N9or|mE=XS1Fp>t{l*;5)=31%H$ zAl00TQCLzN0-MT6{SJj!1|PQlup6bpq-OCnX=yGwetAqD0h%hH=0RVSS!2SlZ?5La z4jA2p4WzbIs!MW6B`o*}QZYfQw6wv1EuMj*Ow|o}+I|NQS^n&|G4TfDY-G zl@{tjCv<7tVfor5q3DUE7-JztE7SAZ@u!Z z-Q8cYf|;$?KQ$heCx@QKD}3D%s~{RQW3*k;F+ z4pUnfSfv%C(Ksz%O7i#9bbnCY!sa?~tv#b{k2mYT*S>Fm548Qj@`SwF$s0RFwZ%oZ zDVl>0sRLvnN`Y%V|4EXDX1P=r*Ug8&zyIsrgYT61O9iJ+7tP$Q4y+Te5#&&8j>d{@2qZdMx}9(%dZCQMR)IyY{dO-Kt* zu6kIb@|Ub^tB&DdtfmBFh;%*sZofxD@nGB{VnU84y-XnvViORgjXX*ad+b(p!N>to z38Sk>(Tl-^=%Pu0$NWTcq#-Kt@qv)JxPEOaL$8Xt5|T9w&1V>xFLfYMocKUSFe@oG zoj_*botym(pZ3tDf@a=A(qklLUiTmE81sVZl-W-h5U(Wa8-(^AT1Y3a&{xsez42OH z?1Z(}L-fCojL=B94a}Q0nSmLgqDAM+h(MyzWn13Mm&Fb{E`Tx=4Z4hhreg{X zFgAC?xv?7CxXHjY9m0~J&mUYSEIy--5KaWJV)$nwL>W%AC449u<|DM*v;3-+>44#g zYb(K5wPbcw6+6DND=9t-!!a~FD$!1O$-8KZh}kuvQLmpxDu_D>J}gYYfW|W>0R)6N zOxGu;k>$JyZGHuIgrc<20URYL?iehHZI=p-E~*v`TmZbBL8KzNDz$m{+xm>q~~ zieeL7cZEaZ(wa2R#HY6i{52(!;G)dpw@#cUU7=UD8AlT+?^C$DVMdPED3678<24u= zX|@J!nrBjZ*>IBhD|a^t8}R;X*YDi&To_iKe5F;vj-C;EwOX3CfJUmJZ2Ms)>;>L_ z$lE1BR7fRa$dj_jx+$KP%)W4!p+?v;48wS1q1799UBbP@%Ij-4F?)kwy0Sx>!iAM8 z*{WI@jD#V~X6)xZkeXCCx4km`ZqdT7A*?~2fqZiY>8Nld+6EKiI!HVAN}XrKJgCdj z-*Je9V`^Le0!?s|VKg@j(r$^Gg*|GC;yI}&G4wfc`oH(>5y}ii-eAhS-R2l~`r*F! zIqmPw^n2D$c@<}yX11TZUqAY{`Y4~1oICg*BTG#UDd)$hN#63b$fohs`IDueyJBCa zf-!+7yD@XO4gp-aBnwdD^z>eA-zp7$Na*WSfV$gNL$(O9LTDBlGRNd)A1f<@oPT1CCm7TDq z$BC3kNeeue0S~TCTap9pTa30}^&`=~_BCw$rO7~nVr7*4+n$Xdy9!8Fut$!H(;<9F z50!x=VD|j8;#g}Tg;aiQs;?+2kQxLqX%!*f9K;Ct(ce_@VuHj?vSb(G^-Jp2iG+Y1 zLe7PetW1EU%h4ADRK_+O(x#2ysR5NJ{xPvE++r~_CZ$Ds5kHoN2>zw-0=Scdc5%Y@ zl8b$VFp8O=WC^@xY?`i?OQX_^E5h^4vwS6ePK699Q!O2#@c$m*03e}WsSB6+xM-*h zQ((vE8<%!?$nDh1$VEAs&|_X2l=K8yC`v`~w8h1ZQs_L(ni4K9XTVekG_i;#l!UQf zxD8@d<8aT#`7t&#%4rPLTkg8aJ;iaZO&_!sUo&WzL{9|4mjUI{8Ab3-Ll6f~>% z3BP2SjutA+u5@~ux1<8zxJtl8vUF!i6>J77!Ue4W8+5i?Zt75!KC=;Ysl(F>g1#W{ z=ohi-6qN+9G$}i3XQ1f$mV1Ktb6VZk>XVa`ax+-w(C0I}N;#*sTSf)2Svx7*CqVKG zHXx4K$o|VQ(+;->ico-2YSR?wXaiYv-SZ)4JOgI*Vnj~J19-?9%QFLc3IKvCs|`C4nWG2F=1aP?MeRHwis zaNEK&?-mk(^^1BJ_+EoTl%=U=0Q#WSlrCF#GX>x*5dpNEqILRE++gL4t>}=(I7=J^ z@YZdFsOvqPra=P?X>;HA%mVjQm9p=){gTLkx%%^sVh()R0Pf~eHS_3yB0m3@ZrA-! zfxu-P-ZHDvySLZu;L99T!`W&o_cbpd$td}%mG*=R&0+7J_7|UE%3FW)%AHd&nj5gd z4uxM_m4L&J6*sPpN%f{Ot_>Ur5M(JO)+8_aHdkhj<|-mZM8trNuUr%_!n(LBhHeG< z6!vG=AH8)}V&Y{Jho;RO%e`;6HXJq}3_?Cqt(~3Cl7}>-xU0S)nv#@$|H!UYVh7!^ z2+IEB-IE_o{cHr&UekNu^u(TWBz$}Vd{eLJF?2USSzKr7=dcRUPHeX_D!E3WaavDaR(gi#cE4F4pr|pY$;`5*>G68gtaCS2 zz~n##o?pQ$gB>_C(Gv4ZtxG#4!(`rG69OAyq_F^yp5%}iA0%q3;C^8_HAb}JYDv#tAEdi5kH=L(+)phu@5#btu_x*Ds zHFXpq{-~@QCtozj%WAq%5x}a~Tg*6Qh{svI3BErY=X^^aI5v#xaSV|zqXbQm92$0w ze9O%Z8P7>Y*v}Pd0BOtHh2&=Q>rFltlDg%@HmUEvQ=d0gV|M}O^tOe+zX0(-Kzjpi zi2s}2N&Rtxu^zcR+)cnlHJcWMSDoqmf5s17x29(Ek|(`_(OMbXcRKnB#nps5Icnca1Y^(+XHP!?F{e2P=bQ4Ghmfeil!A*VXjR@Co>PxgyJe@VTkP-lADS2T&K#q^Bv+kKPfZ zvZZKu6+BQA4CLT%!VCf*&1m_hC9X*jwd2_~M?CT^VHv3hnd;vu8Av1TtF+5Z}@6f#kgC!Mr=|D zWtp>f`=GX9bbUja~O6o}`qTP|@)|CSFBY)AO-WNXOh>P0&Oy@>H7f(=hQ?3=LLX z_^lf>h3mbp1{*;jhA|1O1is)nah|S{Z{N+fkNLpNo=b5_vBxMHMz$b5TA%*L6ld`3%0kV6 zWWlEzThyIuUt}Twfu zS;EQV)PPg?`o=5#6xHB4!ud2Mdw^W^=~z!f%^NAO>r24rzkT_zP9fx#hcfV468xGK zEQWM6+`ZjL9ld#`ADTh#A~e~zI5TP@Gm_ZCr|(lW1r+gH{`$V`Z5O&%N1S=E~0>eBUe6OfgeAPukOhaa{&)&3PT+m}lS8m&3yT6?d z>m6l}FiieEOMcpUVR0W2XvhjMK?3y{L{nc2DxLGs+yI)ZnQ-8RK$|n~#=wU66b~y( zoM`|q&TL833pHsu8Cf_r4M*4>2J{}JT`yU62X}t4R~O;pw3#^5&Zo4={+=cx(&%ft zMl`)E9o+|o1e^`%gUNs@Q+6wKpV8VWsPH^YrnhyLxesSVMW^WYBydgQ1HS8g*@H%s zET@Jw+CKgw(LK_)eh<;TdWLctAZGaYuC&(tGhvtO3qoD*Qfu_fkG zc&kQjX@F+-?He)nQ+@8#PL#@`Oi6yGVz#*)p8vQ7@3v>rxr^$LJuCF&O&tVNw~eV% zg-H`+28BJcXlv{0;lh%BcISsHUpl|jsKR;$8L!e9Xp6;ECQASwNi%#EpeciiKFcW> z&;+o9b3E0+){!yj*lEi%3j6dfEhON0@M8VR&s+)yRhQBf3U(fxi5Z#?Ll9c8Cg^BT z)OqKQr~-SY#7rurud~ywh_cJ3)jY1=ZjjDR^X@vHJ+0;NwdT-Z{`0Z(@ru)a`qg{g zqq{vR?mR5!msOPBgy+^C&;0hS8XItFGDzJV|pd~kr zN7Hsgmoiza!A1EZtCOm+P^#9e-ZD(hj#1? zO7*=niv=s7G2zu~VlgofTn^w|?RV*sW00RcJu3egnf{P7Ynv3G663NQjJ07cO!n*d zg9bUmT}K~q`v_MutlHi+n&d7l=ugoq=ZUw%Y{?ih(4-~yAY@H=e)>78Xe%>La9Bz< z5nZz7&G{V+eRud7wDfqn#93h=Q_M#Kl)x%jlwj7G5Rv3{Vok8g23wu zj>o%1%ePRXRRSQTOghf1IUE?2si)#mU_Pa`D5_cT|Kd@JvBs4(c zTNK}2JoJA>Q1|3pABdQ@U*(A}<)eG}IDP;C`t$m|F+XExeO%J@7ph3i>5Pf0=dX!> z!-r&J<~^nJ+3LD3VXLIgc&8wvSJ_b7)KyarwF5Q#1iI2Ay^MCdy2E-o1cJzcCqw;jmCROTJnjV?YfpH{*aJlng`O-d=EfI(C5cQS z-^mylwuZq4&0gi?)@Go;gqcDNkh6T$QhjrV(ZKLv;aOC1>nyE(I&W&yP!Xpfqxh&u zOLDp0mFN*TqT|pMFb=q1=L`LW~d?&+^EkF%OmF}-F!DO^Sk{w1W){?dGE`_ zP%+^={(#8Sr-ki4SoVK{Oj&(d+N7$^_D_v31R^wwFW6D8m1( z{O7lW${e?r=vG|0M+eD4R~xaUJ4)du!}<-a!X(ZBeaVAV#N^RP{{?@Pl*Q)(wzh9K z^Sz+p2U1*JXs)&ZdEa|Jhc_BIqY5~RZ6c^tw=|LYM~OxFjU~Emg`O9FH-U6ad#B*o z{+@g~fv)azxH6SZx^#$14&`1d{zi;#SyaNSAsw`}yl@ndd`a^TfAH(#bMoT{PYxS~ z!hfG=J)b#z<*>%8t2rN=5dVQBquIEx7T+*6T-vww=f|gi2fxIF7iq54jo|QQX-fMe zu_M|7Ommn@mkTEWNRY<^KkW@CkI`)89i0@JIww~&7VR`eMJBA4Y@D_K1rsCq3MUr) zLeB8lo>xVe=o+e^@2eyt6f1`_;+V!v6$l|w?9!!c&4q6Fh1=Czc?&-gXE8CwDUf#B zf;59$lr@(`ZL>ypYnvQ1*flz(K?=T;KKdkwkpZZzHd<3pQ#1J^naTheA@eHWFp}w` zi(~F%rW?Q*7Pz7IvmDnYDj13-()DMbsW*Y#fBeX&qT}>>r zgQ9+1jhfT1{jILocv$&`BM+j;E^W!HK`QuBDN#@rngB13;X4`DK$J~2GmgM-@h!pFAt?5fhQqh8d zG&4;xbs6El!=~-SMzpnw%E&QJE$pRDjGu(NE6S@KdJW83=aZdbB)8{Nw={_6+S04l zigEUY0W=Tz-DyV#mFX%|Doo2R4?MNk50#9!$OM9y)v-VxB(X_6qfpl-NZ$re0l0g| zxzVZLNb@9{g~-z@H=2sPeh+55fGm3CsMV|2xN^db61S5a+~1yt#cMQ#oyvUh8Es%e zvW!C|h!-yYn_^FX51$jyG-49LRw*hGWLs%~Okw{h*>d!0rD1Vo5VuW@=;@-bFxIRl zBxav#Q0F0yGnNqH3L2YYDnXJP$hxomNg*WZCQ1n9-nD1KL|ev~U*xaf7QdY&rP-IL zeIdtLcgfKIhN+l${R`re@8!Zx-g=g`z3G=C&yY{JDmjnbL9~A|mj6o%>A6ME4z%G! z%iYfpAQ{}8r-Nb1BEoeT3;uqBR=I%Iv(~W=%aD#Y3bsHwzoBi#FR#~#JIhLxjqT5s zQC?Qr4|pp4+&%{kv!;eukyopd2`3UF8r*FF@sGL}e_o$$Pvn05Jf10T zhGe|gG*$8zTYnrVm71gpu%7s1PTiED4Tq}wN#7uNG>M_T)RDf#f+gEFKc`1ner4`i zbJX(#THu2Oh@^%A)!6b#|YYm(^SZwEMXU!ZLh-a!ELyIF(6rq1p93 zN@np2AL{kQQbSgP`KYWR1Co{MUKW3}mlME~PH}i^5}qQs|M_-uCO9;1{;~9y`G>d7 zIoa`y9K7@xm+Ep$LQv(3P81Y}1vISy7ZTayEqp@w(8q29%w;yVL39h}l>Wb8ezE%) z)$>MlJuyT39*r4X5}rlHHn*lnN4TkC8y;6;<=#T^+2uoTqzy$$xORbyb+ z$hd0%egBxks5UELwkR!&N4~zb)*uFTs7{f)v1Rm4u$k!32+g>J#EhcaeGb1o?NXOC zx5uhTIKENNRyr+}0#gw9$RKqll>y%g5+y|q z2sVfmc$x;GW0T$cbC7h%`0;P~C)5vH|Kr>i%G>kc@YmaYz0+(6>zB|diO)!IyhMpj zf6M*2=}iifDvuvF2dCzh+oB;#3(iv?WnLa7|6tIV5Ue#wAnZSAyb* zWFx6rOgJK?Vbx1duvMrOo2&($J`t(36s14u)zQ`DP(^zF3aVQ?>#HU=g62VsWNv_R zC4v>hTnirRP)0n6K4AusKZpR0^e%}?-Sz2*z&2%8Yu330aALbqDaLfi<(%tWJFaI6 zVfl=;T?Gm#)5AYfb6{d1eM+dMPsN2vFi zTWK$eLwGDk|1-I0bd+CZ0@e-QW{hCcoUo)iONiICaVpU|pm0_$G$t{8+IksoN|VAZ z-o={p019ubfU%{iufJLo{Vwg);XqZKU z`H+HQcx8fX(;I;QbFWq(STtX}7ux#g9qYZXC}dn3#SE)Y6#%|p!C!g zTnEPm#UKPt8aui#_8@d5I`^~;lL@fZxWY_*&3@~}t@_p#8KGSo!K{i12|>p2+#YL` z3=z+e?fF3H{?!QtldXCvlI7{WucS9YWDlD?OKx1A_ zcSgPrRX&xg2wzsLn6T^e#k)cg=wlhEh1LF^ma44c@l)YuD+)l6o8A-v1Yt56%(OJQ zzDWrYcK^A71QjNigT0?v@v@lH+HNi2rqtD`rUdY?ffLs)oPM49e#9ptQAW)8v+-zu zT&W>pYnSo!6K|+v+_*MG=`Lg$mWlIBheZyRQwfq z=i8axG-7=sBF5S?_W{89_dkfE|0|;Y=T}|yi0}4--^^ZqtygZ6VtH*tZejXl?Ra60 z{D=IdOR?~)?gG5vU|9K!kG@~0dv>y8hZxG6-nmw@>0NKLYkT`i!I--TL$0>TZhw9} z@a|}PZ3?O8f3e?oE46d19`Z~Dh3r3;Jf^+@c_w}W?-duQv)XByhre+c3H|wGCqFpz zQ>X0l*!$$$m&4tI=l2D~lWjfg?Qa-UdoU64yVge9{9Sq)^V!Ej5(h6LhD?!FNX7w_ zN*(fJzfM|LE>o&GW!HT>c9jG%2MX;pQ>=ViKRoYHPM5xow#mPTp)liQ;y6^(lpw9g8o_95XvWX8kgZYX?CabgMn1Q84rWzl^6IgnH8*ERhqr;sMe1K@ zt=<>xB$?O%k~?JQkG_13?RV00pe>h>&>c$EFy?9_6EU?!4ESItx;?u_Ei}sf(u9o^ z#}x#mq!c*Suj`0+@L=VG$u81(^1c!RA!~25^YDqj6}rT}{}vcr8YBFf)}>I7bwSwY z84(IBqIUbRaTy}!?WUUBNXztwkKWLAB|WBJpjoCR2gWekY1u)d=FQI1f=oj=CcI{$ zuPwnV?D98YqIP6DrjeRi=}Ha5sFzU)%>-WjPYFkT3ZD>N4i_-0CC<&kiP0?_k^I`` zB0)pZnXg{OPnx7zZX00hEYc_x-34Db5lsDIh*r!TM1aptm44?CD9va!3-2>F4QmXc z4C7(Pb9e2f`2XAcC>hV8nZDG4nqO%@X`yIVIc9EC0BHJ)pd%6gEWvT5V4pfCTclS|AmBMk=?Eby( z8`9w*#<>*dQHhFccyZ=2E!kib!oPPP|8y@|IR$e)H6&IPYf2PLCdokwMP_?|i`!B0sO}7u4K78Cc{Il|S!qic(>;e@sF3G{{LC|N`Ryk8;w!)Uv7Owm_T=bui znZH=Cy~Dquho&#mHn9_3?6Nv^D?!E+@`f?V0-J$)D3HDy-4v+2!<2 zH|%a~J{${wxn;26ySEt#RhZ99zN()bN+-vDO9zNP4g~dlRUf2tCVVP3VS1racjC8E z+)Enc<>?%(#$REIIlk&NzGU{?$b=Y#kLCdNHK|X&ogOv z)>zrx81a9~n~l^2p_gJ(+8y@w`52dos1jG!a-j*C*w`6Uh2-o~yRKdaftNGq z_dJfz=l%Yj{oI=@zt2pM1pxFT7Dj=Jfc7rZ@q>Z4^l>Yjw4Zyrs;dO3zX?A+&TfIr zkOD1yVa2qepTVF*xTD67IbOa;TO`AXMN41!O9CMgs0kFMx2D+LO zv}{D|6Eo9lgfxO;&oL%7a@px(_Mrm_NRKIvMu5@mpM71ib`z5s&_V% zKxtX@!J(|T;zkTb8I{lmwAE=S!CPY2m1U&pLO~;cNDiMAl6%JH4V;#o;DH_FZ3^O^ zkK_V@wC@>bqnqY+Gtxs#XXXKV8bVBRK)Ah}MDYXwCWC0Jl+sEUXSKW-!F$1cX+}9w zeJ148{Cxae7TgO~zVBH0C<}y~iIho&p-kZld;w7cu={nYwVfEBdvVzDCE4wdm^Vv2 z6b2_tA@4^UTqayaoqrfX-aAI0reaeKAbUsYM$a@w7GS~oI1GW@JJ+5B=iGs00UEc? z*h`ls5@8fyT1j9m|2<}nq`U3^d?(s6S{PcevMafMA6>q{pT4zs>HMb9fcXoDwKRgV zmRL7W??(}Nxz{o)xv}(?(dZk3Hi*rTOws6DbuMtg zmLD0ClmR3@(K5b!uyOx#{&cJGL#CXDOkkV(t85+s%X}#k#r%pC;XG$F`}XL3^RX#b z$=|c}%XL$?oBnNbCAJwARNAP48c`onqn>LVO9?Xv_I(`E!oQ$+yk6I?^^=7@U-P6e zCSBTCFU`@;BGXaThMv?U8@ z8XasgjardXPu>&Ib&*5&GQ?!QYaWi^Cx?IU3~!xzV!$Ag4}uMBvY{5#n+aHnT+J+_U)_aorT!e556kD^bz!u}A*7#7=q z{@8AC`e3&Zu&ev;chtWC%s(IN!!B#Akm8fpV>5Rqw@3EtLW)V#X4&Molf0AD4cP`!_D(Lt{D64Hh9`-Jo&G~n1%{S%q5eh}I;&-IOHWgECtpnV5|A3Q z>a~;M>Mu{$H7Hh*46;(cLKwRZ^!fV-UJJ_&L-0UeIlrESbW(T?Hb1a!!8D^D+l%BO z>`7DKnmtb@TS!(60?I5M&Ap9G&1a0$E4Dl`)gZOt&1hQH)4qnkiyPLh9MEF!P&fBJ zf7P&7!j(&dzSwL0G~rcS*SFsA?&e{a3vmSNYJ~ppAwqQn{_WFxA!J^2xap$GvShP( z$No%LY);LREDUc+tufvQ4)lXxJmpXEKe_wZo0MmD_W8`Ga!!1bZsQ_neksQW6$wX@ zD7S8q4mgmbNH^$0*Z4h^0mtros}F0M(v86PLV%<_%0;cgGeY%i&H|w?d|iU4RjL1@ zO5Sz(^7)wV{^Cl?cGsITElAhz5_4bb{0S?iA|16te_n{LC_nv*HA%jTJLz3xLAI7Q z)wU}C;=v-V_&y@G8DNu*a4tOLsnkbm2gGkLP*=F0Ss5T=9_t+08{UUdY+E366cP|d zp6Bj`SrTXk;{xdsDo|{j36ziTG&Agpv6_8E5I#SQi1h35fqAbIC&GHynEgW0Xp~m$ zH~;g4rN{Ayf7KEu2>ur%Nyu%CHS=kL(x|G+B*k5+{1HN$BNmCe&mNWc@tc0T&DD1F zqE5ZxD3d@p4Smr6``X6b|APVn9(MUCnZfI@}N?Oh5|T%$BOFh-NEhNW55&e_9{+^6xz<#qP1N`U??Y zVumWuo#5e<^idH#Aq$}u0GQ2VQkl(6y(1<&Y^7-}kjdO3nuLL}GjP3GkhOn=KVV1C z>?SG~*#c;K2mYM)sZ@wH_Fz)sfymrxx^9g_Wgvcr2*nJHSiK#oCr!JO3 zUqfxt#fo6q9Yk$;OeU%9JaG(TPSq$faC)IM@ZFG?cNTsBHnb9q^}0s)#G*>WZe_t5 z+fPeRGf*lgw1_K|(i0k%+CF5W(kPbkUXdOqfLfkm3}kQ8+2g6m1GHZltMrbYGw?c| z*OP+QU&0x)i@IozK0Ul(#yo00>t&R+OqF!xCK8F9Ba7nrI_)$pMQ7>EsN@~0v;m-G z%Jm9_SXKV5V$m-S$JB|qqGU3q@a7w}hpyj=n|~r5MvdaX=W{jT@~|t3FFN}wbhnCk z3|n$&^nC9D&G>^A4qtln8-+y^*wIl60^zvKkN&~;+_NNAb?;2yq`Z{&+~fo5Qh%(c zxWX<*O|a0LxvXf~xVw#7${L`nCzntOdAG>%)V|ee9LQC$BWFM z4$GEmVWOBy;TC8ZxXwn2ND6CyFAj*;VldV!iGPXJ^kI6;D@ri7jvTjJ z>CsK-44(aC4mRYuw8h_5>bX}L{w6oZC04${8*HJ1*vP9Wex?n}@?cqfHxH;Wb2NsN z={A__n^TA?8I?4ok`~DmM^;GINkSg4R|e^1b@5)a;U$UxE7ii32E;+LcInL5(??nr;xTp)?}>L@a+^dTSCoK20)T8T@%nVUbxMkM(&6B!(m2xr$$5B%D* zm|1M)eDl{--{i9o;@%O_1^RS!Gm1WPO79_AHMQ@b9mJI;uobmrz@xk%mE`HXeq-el z=3pz%IX8s0*W@(8&gIxSbxweis-lNia@7?iKOfXe6~Tc@p9_Z54c&fXghy1e;F}7j z9Ew9z?g;VO*-o2^EB^7jFCxrkqDrvOK+F3r=YFidI%xa!5_a&V`*eZ} zLW0o5PQ;B}>#RiMgybT7K88}>*CJsD`)gRa=O}`x(-i2 z^e$}2D(><{&S=-?Kc{0{k{RV8BIncx+zk^xTAq_&Jw8l%oX)i#s+5kvXxUTB1({S; zpp@?^q8rpRIr!jKOn)M-k5+qSiFTUHAF~%Hqhja2do;&Hw$Fv<2bVJNRKjBVz_4if zg!@U;leC7#`EigkH`Ki4PK>A+R0;y+hN0D9$V3Ff`OXdKYK)OHzvS*WrSO4%v)ejI zAwTy>*c0NPImbL*eHN&CpNEz$l%Jq+ zM?Km4@l>hh+S+-Wm+xIb-(AObo{cZoKdY)6b>^3l<8f3`jM~iEMV*3i3Tp9%`Xyp^ zWXLLIX9yq8fssssJp|(0KqmoN{ZKk$p;Mj2aVK#DM^rCRCOUDYgrq~uYi>&{KvboF zXY;UUSy73CR5rdVJ5=Dgd1#w|#om7Mc<3!*EK_M+S{%SzKsPYJNWpMyYf&oIwWZNu zuxaLuNr*0jKhoYvVS~zf)sj|rE15mlS9`F!?XWKTwq2OMSY6%?LyV8loAWZ!VZvv~ zh<$#8IaVy4K6L~uK_moXC*kR)D~Gz*Z^hXH+ZvDiYH}YJ)*p5%nKJo-H}kMM!t; zm~bS_69O643FrS6cKCRg*ip@OUpzV4_4fA2{0C;wys=Y>sctKYYPBs8F(8u6>mGFy#E z1<5V$)3|0^%(F|oICx+Mdeu-gq7C_2U0O$Z8Z4x1%V&Y*VwSOS1F`^fd%zt3*yMNDVpZJ2cv{Hoj-S zoh@idHKBs%jjv`^bshHC&=hHkGl77L6EhiO6Fz^q5mEJSk%%g2j@b)`nlOrrI5lyl1by)_*MmuR_}s#n$Z|uS+U1!*Tf-> zDUpZ$e{Z8k=<)vyY3A3jcaEOR$+YH19gtBbY1Oc&@qVhFW;OF3lkw<2rGHqKllt~H zjyFB?J8}6WBcanRtAuBA(w2y-)GU>L%?i-9{pe zzRNv5A+P7H-V(pR%(4OZeZa%O)AIAh+qLapKbLm*{=FntkN!-Xh1^h=&xn-j8Sak&%wY9`y`C7asaj2ZU{?*0-y$CMGYTpuz;4+fPr7{i|i^1kA)Or0e`-Qkfd?YpT8eNCt=qU!OYz@eQ1T}qM++5$o0@9Be~b)Qush^hOLxwPYE zPl}V7xkDuawj;S>p`i)`5p z9Dbd+gmz3XtynI}J4?Z)n=5X@_C3faPm38-ChbRlmy!&CDP6{6ZWi2X3iA-ZZ8$mZ z^##aOK;pNpU~ybI$sc#egsp~#anArnCAmJSx%en8nw7ALx8h}) z3x%QCA6K`U%w(rDoTkTT6~ev>v#4;fZg&h_sK32d9a#%reVX&Ejln(S+3)4czgH#4 zhow1x*KWNeb(;n$vyfZ_J75^Cz>rpd+iq78+-sO($0A9pu*+~5YkB&ow0e}c!Bcxz zAK_c$oqhiA7?nKuT9{SB=4OZ$*THGCe6P(&x<|ra)fyeBC|Ho6RQ2FcL~dX*hsG2m zo42|kPN;{x|ND2L4Dl3#Pav&wt9r!Z*XM+c*KK;a%ej{qFPNfC-#pyD)1eZ>1kB2l z1I9%#fnvphw%u|($Kt0w80|`RfRhEUlLgb5iKg@Hgk8yWwZcf@ibGYpc%)R8dSegu zf)`h2Qs3mluoNQl2$zK|NqD7|l;&MeCw#Zqtf80C54)%Rd#Z?Na^p`)X%-isJKevD z^=K&H-<~dO6=ae^(J<9hg^PtE=oJhex*k=zjm%)FD;w z3|letv<%g=y)19b2h4QWHxdXzoM}mN;{ltCGZPPr^3o}hxv>dJ_8l)GV=QwM=vC-) zs!9!~?wH2V?`xCBk=F=l=d;t2gnZ?C<>3S}nfchh?;(s(rPs=zJcs96@)eKY&cyFE6>LhEl$Z=TGt^cB5^f*MM=9u&Q168OVX12QN{vGPy* zSQ{sI_XF@4G&CYi6#`VhSNy{dx zFH{YdI}^B`G@-;u9j@P7q?xcd-<>dOm8>HM?X1aG=ks<}GKvsc#k=g?wVRx=QSQm( ztM6lp$t2+|)@*R0c`~^{#l?GB!pxqvH6^Z^Y_06#6h?yC5t6jdrW2y^lZ5st88Q3U zpEmP{Dm*lCOL*97bs^&%40rSQr{(c7xSfs{qBFAn{;}s^GRuBA#R2_h+CIapjX%W_ z%#C-Zpk`2uA^|;1a-MR8=w8lb+yc=q+7oh(C<+wS_RZuSjXne6QM~dJ_J*v6N9*&^ z56w*?hysdvtq45j*kXWF@fvpf>D|A@eY_i$eVMRiN|ctAyh-z)mGcxwok=v=dm7=` z>4k18bq23@Q}i6tM|1YccfR@m^Zi}Iy#_8Pjs^ zD^K^SvxOMZ1SVREhNWiyR;Z`X*Kk$AD2x|Niq_5{cUX zca2d_$YwFy{PV?j9l0aztt-RN>5wE-mKFXr&-~eEjh%?`t;v8**nU#?lIPeECp+yq zJtkUKN+6$iD(&86%`i-$jd=p>M_fPVQgSZOEw(T|@U`knv~s#O>4Alc+k_tFT_JOq z$X9$W)Z7VzO+bO}ZSobRr-#sk=#Wple@uVA(fK_pUfU~*zNmOUKFwR8uh{*HHS}fpRRBMa_$Tpf@-OaZY9f?%0wOgMYh)H#Yv3yspVduq*NYUmU zsl;tq4B?>_&Q;I_-g9RPrc2CSk-BI#7gj@mF@+IN6ofaQnufV&MEa}_DI8)QYyr4I-b=+8GD zgfkObxDuFCA}NI!72p*jYhFfft{KXTRCT+RkBYLbbeS~W0H1r_I%k7?%7U5Il}m`Hi0Dk$liuqgTaSHI+!S5mPPBBEJl{##|Z{xqyQ zfGKsH;_1x+K5DSWUEJswsUt1)C%@1MI1 zQB4PKlujc`t&GA{blHs74pf-O*4Vo@lDFDnw0A#g^A7hNo^pV!3dyjvg*wtG%R3!xF z^udv_9=N%dqN$;WkH3w_J)j3`lI(kY&$JF4eo0@X-;P7`_5#Ipjg;8Y%vNgI&p;#c z&L{|;2~aJ}x{{e0j1rY@P1DUW4{oWt6JWuTQ4s@JlnLYmJqpFzS3U33OE)*v>EyClKgXJQ z$IJJ|o7*_$iP*h5%7a^Ehia>fd&Ry*=x)mIQD|+J5cSHOdvtIAAS|!RzrBF)!J+K+ zT#+7v-h8i()Ub1S*`Qd@r)qYzue@CMh;;$F(RKg5S&-zAovnvArM~S;U-}}E&jw6KxSB&IwX|kz zwbR4D41+em_ir=6UwWLYwhF*y4ewac zoClc&a>M8x(lU(+^Kb=B9H-g10n2i z`lrp%i>q>zz-JXd@kpBA20N08?$wZrOW6Oy=&LPKhw`DGjdbz@3Z^{E6h#bCKk4mW zTx9UVl1Bvd#LD|0g>2m1|7!Mk*+yr&+35p1`(VE5+BtB&Ecqg6c z9nUYRrNBTrth5j!QaZ8Y#!WW%nToOzYYh%>e$PlWOMDtm75Kv`7Ame3HXkeT<72!o zS|}@}1&-n!gAvSX+E?8>uSEa;Gt`ss$IQ<3mEO(B`(k{OR#*&fY~agrjMe9Hk$it2 z;P5o~F)16kTLAf_vYl9o6a&)E_gps|akTZsfrtXIANIiDUT zbxD#y(U56G8LlQbPCg+*(ZgM20T%Xu^@{9bLgnllSz6KZ8!8`I?ebZ3Nb&}nDnd8%ad~a(NPAi(LsenkjR1pq z2qhV9p2>W_F&99{@NO*=UxN7xdNH=1yg6F%SFB)A@2D{a|B+ zk#wcTgIBmxkvDL%BIhk9LTTl%778o+&yS&hLP zESxG4iOEH%8=e&u?l(sIt0ky2-uaR6u|S9)mAMu!i7NM+v+rQ|<1$jH@GN_$C~@l^UdD086IYV?&_b(M@U1cAOBP&i(ROCAs9xxC3_#5la~p4d z9Xv^5-}sd-0$2Mfe&e=KuF+~Y7xX4M;NPFN_oh|$agp%Gfu{M85WrT~OxD}iw_aYi zUyF$RZCv(~8f2e7fAhEV9B&Te=Qt}geHpAMv^Q<5Ko$xPP1Mqy41zt;RK5uzi)CD< zk095-xlLxDktd!NMN>A>GY^tk;2t1eEb&1sBzi8zJ|mIL8ab@gA#!nC5w9Ina2L*! zgzrCHCS;#iMC!Gx@(tK*U&x`{MQjWr4h&-pL{v_||xznmms*w+`}k7!c;45@B+~je1OWI& zV_#5=lMMC8E{4|La|vQbK0aj?R%E`WgSVxP%C!=CLTvGGQ5tjkQ7STxe3T5gfZjs~ zN>8c9GCB}?S0vJvSOaV~Z*#Qm-jugMCbjdGzYoeTW>u~X{R{-1)l$A93 zHx$Z$EP76%hbK%nksqe05_4tcX!(GS=#E?EL61F?e3{g*({d=9MN#&vJ)Fscga7s~ zni-nif`7XOZ9fzJv-!{RI=(ba^QIZU>Y#G7Bl8*)xInf5yEoJ|xPtx%{hze}LB zOfHaT=v5^vCn?JaF{;$0u4^Ya@R<*J+3HbS1oD`o$QE!!3{YBsLtczZ7({{VK`N)( zXG`e?c8Q_vB>?I>saS4UzT2A%))@6fV1feJtNyc353UjuM&n?qgUBIGrBIh0pQBM? zn{fI{xRB@<66FJ32kJ=f`QF`{BvUTbC=ev>pO8avVlxRuPEijr=3c!X^&PE|1JKMSo*NR z(gIyg++KrVypK8oE9%EWt*)t`;k&>qU!6BsaYqMB0@_$aS=kUv=^%h{1{= zV@8ksE3)=EV2wxq7`3--g+Bmg0oygwP~<^yCeJFpE0;MfqSMU?7W?U0SGRgk|D&91V#d1t`eam7M@l!o2QNpx zw#p-$;u=C^d=8a_t5?*p!PCEhUlkK5krLD?ZZ8-W1pIXJ3yBl(RCq^}$vf6?MU+yM zHCK}Z;JtyHfSmA3Z($UA*6@>jaXnAdBN7!?tsGU|f@j3zI9+}yJK znr=z{T>8g@;yD*$G3!n0jK==XS{+f|G$Z#Qb4h-Mvl~8trfX|Ts$Qv#sTRYqb`SSZA{11V!-~NS z^J6V;ZDFOMn~B;+%@DpVffRP5q;f+0K|wv$enGixHjODgp{Yo2Ok=j=9cD^Xusy(( z^S!hv%8;>taJy55n$lcd$yvy#oZM{WAVY#310kJC9HKF~F)6;Q%01P>A%3M1WAiQ^ zq~?j6t|+5pNT>%fMOjX~x&E&AvGe-xxWs;LX-?TT^y$m5@2=kX`bECg3O(ylN@paUEDA89X?0*eP8w#8Fzo4D>~pOjw!GO{v@ zRZJb!?8Tbl-ACwh5lWZ@cR7X0V>SZpHofqOP`949(`60>sdi>-bdzpO{hJg7^J-)b z8ei^;UOi#yH%sM|<&8IMa3uNso~HEDk`Y~BtWcBhD8KN@@^sB^`h^1#53k2>JH@S_ zCt%ZPGEy7*)yvNFyjKAml)=h>Hgdc6!ZiO)$mKTY`-804xuwLb?BsT#GIalP{%z*3 zj`c@|`@s>g)rg~XyG_9s#)hp9<0TJBQzu1Ag}Pw|VPHUky{=Zwu9(YaRE1V}WHplO zu@2%Wy-i3FYi!oQriA{L!D1U1?m)nVoxRuqG4$|uDITpr|RPG2FHj*5vP0#eziEVd;3MWoRg}==DRmynT>kzl3s&?kje`O7 z9-L)4qt5qez~6%{hreN51nT>wItA8uH&Xwm?c=mOJYcOgzEFHbDM?s}sg0>sWn$rx z;~ASc%>llRACO7`6n?I(Wt>g|$aw@Fs;@5>2;JK{jnS_)G0{n`dB#F!h#0wz3o79v zH&)7>9=JNp&ip{a{{O;q=2%H0USEaY?;n}M=$GZ;_`0I;;SE8{+`dt*&R%>8bE`eQ zn)gvF{y`pROA>mJqi8g_Xc}L6eyc|`g54_GEAwXKM@9d^s@|sQ#qNdQyUpSAlD*j7 z#lG)PhlqfMqy5+4ef!o>SXRm`P6g>3@@<})F#=R^WOL~AD%*$cyQm`(fYCFt#F^Eo?7hl+xl^$+#+xJS#qHp za2XnbrfL!ubso?6oCfF?vNn3wB7SOiF|v{$RS)+DB<@oPaRQ9eGQDQ=-&A_tKR8!G zqT(UiDlTrXVwl*<7~!+aB7WC@-P|&H$b6mo`}-Za!rRsWL_waiUbx`g785k#`xExe zJKtXZdAC{OHr3zt+k0|AHR0>S#i+V>%#om`b?USiWCMJ$YtDBHQv#_`4=DJI^-Bn$ zm1}deO3FL)kJroK&eE$ok{8bjogq2Seknn7Kq6(Rjw1obBg{+Lqg`Mu*fAq*0Yu~i z$Q2rLBEddjm+c|^Y|!h*4}P(Z zF4;3b*}v9b-VI^0gt68tU7c zxfTT#DCdA~W@Q1J-wjn{wg~uHVUr-z==G#uj2Q>-dx)`!*vOyGuQ_cmU*KFjhnazm zk!pevDVu(k*AJfW#EW$f@z_*QR}L$Q#T|-{Icq&S1_a-WahKT>C4LZ`oPDu*(I=$h zA4Z-33e5sg4%7LhD}&%a%_->y!+i}-?%pnkgA`Qw_8pSfS7YmxR?SCjI4UB{k0ro) zMVygX&atdI^brr}mYC6U&`&xjMbjmpj0?;d6xH@k#CWlyghb7J?ihVEXQp!VKBE6T z58XI_uamKEvNn@5;lps@n(`DR^tIF-DSza3k5l2BW#U6QLUhspcLtO|Q*DlY{_Q0v zik^2cP%iifxXcZT$zn;Phlc@p*gnW_*3O!8e*c>8W8I1V%^(a@iM05ji-Cv3- z;3a4d*g!RKilZlOV5^ch0vp4z;UW@O&j^V$1y5>7$*&SC*qz7qhwX z#i1SlvO$?r$jrx(15%-+30SCkoPYNKMf~})jeFcTFpdg*49;Lbba*;R=ZpmLJjIBIHUba!| zx_lP#RC|+~{ZA)8_YA8_&gs3Db8?-P)~p#pb{7c_|A;r|YDD;3wp*pw+%lt?rJ)Wz zQ3@-`pfrzB6;|>k(y2s_COEj`87-cdhaN4eegR{J!%e0EC~3Kp@R1C}?zw(@@pjkQ z(IeV*b_O@k@sAtAoIK-p%3)cKt$Pg2 zg?pbW0*(Y9_-&J&%bUllq}@^^8z8 z44CAc2Lk;AwI`LM1cMTTIV23>V=Ze*LNeCJ15>M6CBS_(}=7!_myw`R;4uji~(qjq!E=>+}MB` zB@{B!+SZm)ok`&bdRZT(nS|(}j?k>YMm9qDr#9x(%t~>iRgWV`QYs^s2_me87&vR| zP?7~*I+0+4cWiB}D%&cxq^D@`DE-heO%P=wTj+~4^%yHOq!)t#Z4k)^PN1OOn)k$@ zzPxp5U8^L~jQ5&zjKX>iiKd;IFw3UAVEMW8-Bir_`5(OwOUc<^9nFV5i9pt_^VRbf z9N$|-Ct~d+K1`EhF@wc$#7jaoyyemwH8eD2w_@;_!&tjiVS$3oT!*H*VP*pc^U z&ytRr3b23`Y3ch5kmvjn)M$ZM;eN-XX=0mhl=c}qMW0DU=f;vwV|RQI4oDTRZwPA?L4 zje^8~@-VyxL5$Y2jU77bchYMo2y7L7NV#`mnj=LqA($Us&|iu_=>-d;7R{WqZd>fe z>loU)2I~0S^|%a;;gKkw75HXGHj!homoon7yI4fF{^*wsDb<9|>W!g~N}=Wf+}In8 zGYa65C$_YomCSe>X^ee~*P>^Lvfp>9;FMowj1M(CdrMvti-4N1#Ino~&RS*GOLOK9 z3+fC{ADJOxaPA1Q-K&YgSCpe}nxZMfVlWDElOR_>gZ+%031esv_iDWPS^3?^kO7RX z8DHTERe(70^L)4^%Wl$CtyL?+iv=x?VUG_}Um8gQEoh&S*h)ku8j%?QRQk9S7eXh0 zJqeqxe#e+OGgUSiYM~kQwTXF8uWKC2W=17D@hOeCt6kaLTpJ;^K8`FJm%R(rs3Z{! z4)_SN%l|6su7_n;9YLRz1{mIZJnhvq%Y z^!1dCZU7^C_33-pJ|5alOA_{Dfbbg+KnN#L!khjj1#pr(DcW)@PPfJfS9gylLebvg zxZE!j5$aR37Js9R5w_)tWzyn;$>VpZrj z&LW{CcOg-MDedMb&w*#A_+zf7Y$S3DMC;0e31?EhMB|k!%hW4p%o&Cavf+31S%;0X zv#Maw(S7F~tI%5VSVh5j6T?!~=1?z%D|sDpltNQIinc7rchB|B2CIu84w58sPwx1cw(A5K|vtgT55b zKPp}~!VO+F!dYnUWNn=up@_3ks-jn%Ic9r*Wq4m&kGfY&a~v!Dy6kmNltg9{{Eu3TBv_8DjJ^DynG!Sbz^{<*KmVJS+6n=4MBwkJ#}R3 zLn-?vLTzYAdMLUasV&4XYv^c_`9%3@2TczQ`>DiB!s&9vHBvc?5kNv-G~6#w9^muUVnEk`Dn4 zqDv2|5i2&ge*{{k7h!q@a<%fey;p@DMly>6VNyufbq$=CVSq-B1WR8sRr|@v?d5M8%uKyi!C1U0{)#zo*QhpAt zy6@?GQ%`>QP=|46vM7@yJ_ND$lO5pjX`-BahV1Ba#m5orDZ0Bvvv`bK@pJl1j;gSdiceOp5=lnKv$$RAaNGB3A`o3g1h2zPW4XtB zOuxhiWz{XEoRX)+{kRaV<%(w|NNkrv=s1G92HaB-?z4ac&4`f1n@3WVlCb!-!nk}` zO(2bh=#QhCP7)qpyrD|j34p?wNE3<$97Zxw&cg8br349YbS7zCpdC&~7?BH-065w{ zqh1NtZb4L1Cpc$<5oRU%&G)6PPwdi|pgk=yPiUvBZfFxxF`M!|FIk;wLM`rl__tn# zKh3V<0~zs55%Mwxn;AoIag_uFP>Xb*J;)Lc2rU{BOl<>@}Po3bkJr zFyoI6d)^DCuy7Xq34g^I`y4M8fLIqdVSeeaf8<_`Qbb)U}QajYcELlBJylWs^-bZL#&;yZdU5AeEv1AIIYBVZSB{l!+RN zbB2m}f+Oo057Cv?>0cc)K5Z0Bl}IPU%JJk6F@C@7Immgw{IW|gH+=ZfM_=N6`kbVs zmr^KC3e@xS>;LcN`9*x)Xo>^>QGYW}dE9s;_A|v4Hhr?1cZ?Sxrd~{<9{lJY@tt-+ z%-#7Odx$*fv?`IH{Wu~@%fZ==z3?n4!-9tdAo#S z+cTK=eMo;O{Aq_vxcImg3oOw}Cc>AYpji18Wy8{ELWIX>KdtWJw|<+R_YYEBNBTo6 z52Q35s#&QLHG8#THe~&ZE@Sb4Sd2(S?8kCxzK!yyW!U<#7YP}1h}Jf9V;aTdQG;#p zd^|usg2U;v%4&~jVc)Ttk`(jYL~W&2|P-ItGtU0Wm9tLB4riZ+HFk`TFeH*UOWu zqVJC$c%8;5oTSj79J~!ou8BMYeKFg{SvG53mt?j&wi#H3ZX(6u>Gfn`Ee6*^?5KffrOzxpGBe8-sYm;S! ztdN^@ax57j!vw_m+McIWoL1;Sp~m2?wA!Uvv*0ZQnx-Kg66RrdffszkQjW)T;cpO= zzfC+S6i4$wjp(~;RhR+rPV2>9T{%ldN=;o*K*7#;5enZ%M7y?mTEDwxC*eoctr3a| z9%8^H3(87qDMCWWF$n@tt8s^H&k2j%c@GB6nCPr*M7Fx^;SJ8}jyD8>C1`PEb4>SG zN_R|R|5d!0v(esSq@meAjrg9Cu%S8a3IH8dYrL+;GA)mA=6I~W4(4Fo!1mZh8sEgR z*nRo!r&6DLh7`IUOcDySX3>1+TQ89D?@p{)^ILPQgMc8vj|H@AnlD_I77D}{nTI=5 z4Tvs}xMYv{6*&@OAncA#fg&F?Lyo#{bS_`> zEe_1Rf3}S0RlhbpA_m1GJW*G9|DOcxf0A~BmhhUFKD=H*vNgFwft%I$ti1U>LLX#u zzNCNH!8^shtGgln1Na@iA9IRX#O~(%wEHFj*U8uWht~4@ijKXaZV~cxs96UjFqA=g zJ!dmKo&ovYOxi3`2MMCNLnMphp{#iJFYE+Z&fSSE&qXb4NaI`iH+TL)qpdn{EfxU8 zhdcQwX0qf;hm6byqr{LmVGznYb*F6}Je~puk3sxo%IfDcyuY4k4Z(;K0E)V<~JqZ_yQ*SxlpY2B{cVbr(AiaaT*S27-hBicV~RNl#} zX|u+Nf>H6^S@nL*oyZw|PgqfU+fqz~TrLI65{UT_pI5Zg4WuK>RRz0R`ILkTVMHc7Q6!k>TP%wKAQO`_1>qM$!N$2p9Oc9alvI6}Uj%{~AFl zU2*bzCwP3+%7u>tpm^p+jc`$sg3k61(4*g^b^}A@{N?#%<k{VCbPs|6#l1j_z`H>$mdSAEbh!8xAd@ghcvpC_ZTfiu$}k2Ennu2scl z52&e+Oj3!P;%!#|z*+I{!=}V190YhHOA?>yh}zjUS}!h#T)DkOxeu@N07W~EBL=n& zk}#4y)Zd4e!10n4_6Bqv76H$lRW-YlS#RI9DPf+}lS%nMY`up&+wtGGod~HdV#TNt zGXybfw!}zm5fn9IrDki@sRA-g*a_q+2nUgb;pZ54AoZs zAeT@s45xE93)R5KZ5V1Gx#C_a=%= z&iOboy7eiHCRW{}mvqW{XSn>~niU(-oYLnCZqQ zZ4kD+_V>SwhP0k1iHrj4$+RDqE|!i9rUY{rf6Rt;BjwN|DsuD*(Fzhn2C?BF_M;Rj z+9~sUh7(mioYC&i! z;)l(36tgnrgae#DB<|+7ZeFO7FoRrn90}&PzJ_Y6v8=$_c=)6y

    gECg==(4x49M z#IB9e2IzlMiILZdFR}izn3mfGQ*XY;IVduUgk~o_0C4LXyzr@^-6xa9Qp8&k>56DK z$BOg81^sn2gSlH-5qtXNgM?CG=6iU=qdxg(3jXls@XZ^8*|AtZRNfbzG$gnLySyzD z4Lt{d;f%7$SGh9Jea_kYVEx!i!}NAI97o%D+0lxr;W?l}E!lVV&o2X2P^puMu}?=X zt32L#HJYbdfA7`f&Ij{F+pj{DO=NjG_#63sH${x{5J~jKxlY%_6G+q*FMd78ZdKo7 zz@3uD5{;fU;my|YLN~7L1tA5(LSw0zkJ)Ciet6_=sjg$1qu+M2ce(ziC%b>+_l_{R zP6Hctn*KE&C#7xQqAP(L@t46i3mJMrl`()Z16oysq+x?cIrq$DA;g=8=oF(y=Ksmty?yD^%Hn;EQ4*2Q#wt&eV^KeBYG=IT}-esA_y_k zwGJR%qptfT4_yV#ro-*YWD?#6Ro z^^IQ28wJLvefCfra}R9{>@5C$550ge7kZ2sQ=jwB8Eju+z00nGr+EY?mD=N*1LELww`jm@ z#4{n(Ah}R~$?1yldgp^r;s(VC#gk1}$_GB9cvNP_z|0`H8A$f2rAOtr8z?}k&U9ad z80s=qF!r=@wECBFKBq+~pa4)>RK`W|ibjU3+>3ASA-8+h;+hO?S=gc%28^!9i}8*; z)0kl>z0lZZdSoTglD8!n7_-DuW?F`!vGaqSCrT3?dfCei;5rDEixNjkW{d~idGF#(L8S-g*vakqy&vX169nSRy9X@(ac-BRMeMV})Q)i#3B}jsZK?##Kr_vN<=CN5~@lCU9fS>1O|7o7~2p5tQtN zloPDyAt_+`{KS$P*DAS-8ME47(?@UK@MH6my%9b^1$@&ze&TR`**N6*II$iQl}hJ! zUDpHvPIqjyk@9x)ZIGq|7%jAk9eD0+9+LI?WK_gS#E9MCc-O0@zOwe$YOQGR zUnm{h6W$e-kMGjrgMfseJ#GAvCC-0O2F)dwXV^vR{(Wq+m9Qh{^5H6Mz(;olwO=Kb zr6TR!mp9iOPW!28qXqkLN*Y-(6W{ca-P{WPd|oW!fuQakaYhV4(D{(q7Ou9zAgt0N zt-}^=QIZ%wGE$;nvgW!;*DrTR*Iz5;Ju8m3WhuTziV%)c%CCt&fqZS!QLASScxvkn z1?#~IQIS^!%goZ?ZlB9-s$=k5OcyG%PSM{KZ4I?T_Oxm6CP{YUbH|Sct20CCG3DbX zjzS96yeIw@d>)?>y`q+<)%xcOdC(U=Ek!oKBoj=2SJVb%BS!3+_Cx6mmihO>6Qu|( zS((hskE3vpCf~RiGPoAofI1Sb@J7xV$5xQE^63;PYC=(ECRhQWI`i~D8~y*aJUsny zPxJ9hZ#B6>Gir@EXMVo=jr~{U5J!!^cNH3!E|w0V4#1Qt%g_UJy$78w>GGYWGq8yt ziSe`1DW&st!gtfn{b>q%9079xd5wrE--#jWVi7Q)mNvLB!6zDWo?k*6+-C}$S;Nt{ zpqyI0I9U0Ka#_F1lggM|)s{P7s{OGi(Yb|4k}Cw0#&z(5DN~>BCJdB9h^YqbGO9y! z6EER_aADE532w^~QT9Og`-rI-we@>Gkw z&>(QHJkk7%C9z3DG_bc_D#2OKx%W38 z{hV*z`?{j~EPi46Uk`(_6=bB)Kde}(n%pZ*>vR&&-j#zy@zlE0_mL^OOw}~iBn2L$ z>{x|pNBWTzx+^K|Ss^i(w#fUTZJ!7>nT=T~a#Di$a$X%TznaROv=+q;Q9-gDOVr{3T|w8{foxV>2e_4ubbr73-y)RST>o9zrEn&jHbh#L)=o;y%+b882?srI9bU2`u zQe;_pv|7>_!1;OQW{)R1RxsL0<@JYB2`L3P13Pj5TjlQ7hAr8NfNsY!?;J25`NPUn zG@H)6c*}}WfIYwd2CD1ac>Z}SE_+t=k4LRiBb6On_xg1gU7H4{TLzCy`jA&b2Dyoa zVj{}MAm2)Fk5v>#Y(a6Rp0j>VE_c93l<=d0hT&cIr6(_d`j?36cYe0o5j)nrUx`_9 zyuLT`R8&Xk8eZQj_5uYdUQ>3{n4Okx1ot6_L%}~A=Xm;t)AAr{c~>${P^F2RXl8Rk zgdkNm0H}8q9!&7SZC)0>W4C0#ByN)V>D8^E*M}z^D4AzENZWU|)`raaLOs-J(Y7}> z-G+lljrXUI9nuXj@!S*~0_`_&G)ZD%+g7y-+^WrEWSV&fu6V=~)&grkk*$2GO z$loMn)OtiUpzS%Wd@V9zE|-<(l2tkOxm`Wk#c+vP5ZH+5w7c=u%OBK9CR_gwt?tYB z+^HR>-n+q&=B_QeZj0)sRzR&!rXa4QWNAgH~W$~M^ixA_ffY> zGd3ioG~GE3tCfE`QuPDZ|48Y2qL^OV{@#7dizJl@o6r_$la(~c-O{TD+c%SvE=%j( zf7S36`0I5u^kJXl7*}r{&{f?0$vzZP*JnHouo7n1&ZkpSJ@k5)ndEsbC&m6YLvc(y z89Rm)RWIng=a1g$lG4?)VRw=8X@ear1eg&UcKHj zf^D0A{5?Z$nEJk!%HVA8@SD-4SA9*NmTm=T9yx(0+&Gx(TeybSKiRGs&)n%pkRU^) zi_2q7>JHjGG_9<@`I?2|vBTQBai)3gOBuf!<^uBPK5okJv^qleoWSiFKFO+vlA6r! zMjcy0%pXs_zK!N~)`*qASrbHpR+BUq;6a@_GFx$D2adNk{)kuK zcuU*pb=QnHyO!*mUIY)yDjYi;oIuwjVx${1vyYoYaK)*eGukhWlRQ(yv(e=hjMv8< zG*FylOwq8<*yqmrfh;p6G~5p95K!aHx`DNh^Vr<8I1kPQC(&%4lum9{zOtl8oq;P9 z!8i-O6&+43fUNDWm|UsdOItX+k=5zG^WCT68w~%-*kDFMZ;;7$^_+Q8X4M@tt)p3V zMS>H^Jo|V)-gxh3)OcU6sHO*%XHopFG{$4Sz71Sm*<$hF&ti8rxoEGU>w9!qaL+-+ z*=m^m$zR1sbeYtzRGQC?Sr&&#{Ikv)>3D@w%+}Atezx^rob+ZETK;T5xiIjy*T&o+ zqR}iUE>$Z{T>Rn?6e#-M{VnA+sQoSI`Ehk64Mv|qO zipgF@Q(j-h@tFy&{lS-*OnWdN_b4fXTYbXuc1ReZ-K2-DNZKeqVYRM)1E(FqjxfUy z9p>n9qC!D_k-WG*oMReE+`!aE#dqvdQaMiwwBY>9y;{(;3H*7y{U%gjrYg#_#@0C& zg^d@LM;T^X*R>Np-yZY6;I;IwI*hZ&SKILN)zN^RRlDpvpD8B*IP!Bpsj)9od`dv$ z=03`;z$!%fQb8&(?i z?~7V+vU<9}hy1t+r`PHWk3P3jTZcY{_tUfh*K6(1bg+{h;E!S|p|&rHA)D#~PM~%Q zW@CV7s{M1kQd4ja4~m$MVzqZ~jjGoJDi2J!hc2(0k_zh%-zt zn(IyKF-h?SxWME9Bt9kuIn*;=I?s>?rXmhvPVz>B)vOhy+se-_Yg@qp#b=xm?4`Lh zFzHzY#w0Fr^HF9ZP_q%@v9?<-teOU{prCx^9>B-E(xlkACsq@M%|_|!C0^RcOz=rH z{}MsFPq+1MMUiB3?KA5xLp$h;Be@HkOxitfd1JWvgF@YTaGQ!;)*6#TNj?9T zmZ2Yyq>?pEQd2bA?b(H^1jJ={VAd5&h~Glr556uO>`i<;w~d!5ef`#_THn8|t-h_z z_P(02Q3?Ius>MDr9Jvgy0Il>UnM))Q^VJH?cZh^-pQ4H1Af5LUX|ZD+qGUhEVMc$^8J5M}SHeEwB8{Vn41G?iTIduLj`X(W59^M2>n(Z}Jf zK6b;gAwulS;85OY64puRD`DPl-@ac5OivX8@RSNDF$XM1k9aCzZyhI1c+3HwQ;e|@ z5?8ck#EM^FKg$N3-TaNt-CL+x$*M{|?DrnPlAZG% zh9TR2V?9Zswu`n()qzE}3z4~j*_gFHJ&{sztKwo^f~iCCg1ugej;{WomW+^mD+OxS zqtV6><}8MT7x-WWGH=_j1eMR5XV8c*S@s6>vKcYk1nJgZdY0$4zQE1kFR<(lNzhCg zP`Lf-nD3KWeCN|j@{VjB4`Vl}xpd$fS7Sg)iq+y}b`mo3Hz5*F8M2LOFs#AURx|A2 zs*}jwQFr_l0+elOMFz6@BEFXuBA8g%ZfokcU$#UJ`J_#5lM#6XwZ%GM_!#z77%@DZ zh_R5C*9M|Za!|%nm&U!Gf9f*UXY@(Hr(xTvjAtq4UL^R0|AmaDQECe55M+twFU1hn zYb03~=_qnr21!l(l)e_~2CVkdIE@ZJI2&1lDOma~u3AQ%rBWq2@BI3X5sVmMU9VzD z^++CZtIIq*ai`Q-R4U6fBqp&B!j>eREMQ_h1&VDO;CGVpgRhYSWC~yl-2u<#BQ_7B z6UU$h8nVDzL+5f0rnAom$eeId2 zuKa?u)Wr))2To463S7(;Fi(`MgIga_XP-gsSKDuf9BYWH2MsTNfp@K7dBo(@cyYJ3 zHLMDc<YF_AJdo`>yu`{`|e3Qp9BGyR7Ak|VgiQ52C; z9g=U>@)?-xb#ZH>n;IDqRN19;inaHLm+`{VZ*vmenH7V0KX3P=)tTh`PS878Kv2SQ zRrG*f^BPVdet%5drFs<2k;ucc*)a+_j2)0iV6RjQN0&FxCz+YOQz8rRQ~`ryLSzx1 z|Av+sYXF@($3X_`2Rq-PMxZT$Nn5FI3T>W>xJoDvSyJTIM5&y~6NM2Ma@v|cKP{>V zKg#AqbA24Aq0pxT(>Y&DLeuw$G91#?UY+eOCs@vP9=!aVrg?Dq#6-l1KITY9o@elN zJj!O#*ma`hc~aAL%W5T;7D4{be|WE3b|Mdsy(iFVWJNe zKA47eb!-1U|9F8-@ZHfH&C4C1AM*VBGMK9sG0G$O zr_cR@;7ZTEo}V)xQ|&m%E1w8>dejHLecHFIzUVYPmB>A$XuoJ%BMtzg#4&DFisNW4 zd1F&t)uZyK7bQuUg1w?Xf3Emu3P^Z)@1x$E@j`oNdX+0zj~JhpCeI?+-v(V!q9ABR z6H+TzWj?gd;zJi}n~J#Irk`k2wZd9Kn~6Fn?o#r<21J?fZVDP)swF?br(<|oCf-8x zt*)ua1y$43xC*nk%F6hAd9L%v5t;YVBZCf<@uP*SE?Wj#Vxp?3^viFm&c_C)*2M)d z1nQu$cgP^W(&8!Wwm%=Np2SS>T7xsyMECBoAQ=S%6Y!?hyMe~<>XMJ>=nWaP(ZMea zD@f~;d%Y(p8hbB(9kRljvO(9hH6Z=3I>tzu3-#2A*y>wRH%`|gN@nRrp09b$F;BMcIMbXChu*#W}b{ocZ`U7jOw->AV zWA%7@0>qBoLc9Y#G)tLS_GdX&`3g>h%HAy`h{~s^zDUTup{ z>GYE(OENgWc$DcY*~sT0QFxgGqOp7dv}xK?)>hYWHN(Ia7u*coj0HY!YLCZ>7XV=? z5afbO2dWmZ4Bns9Enj=qjdt(ve`80MO)VdwjG*;?m0_60T)9VJ9l#)WLUD`@tS1Js z{yTH^U%q5mc1#w++-LQq{r0bI895XSpD375Kk$yHf{Cn)pTl}ad+lTY2QXj9$QOn2 zWPRq&E-%zt36HswB?}&$ztSn5K~G}zT}<>tq?ok4>NWA9c<}gkzf2jImA>TB{r=vo z0jD2p*)0!SmcP~h{kpuobuZ$F9-DT^{*poxKFzoyM`x@|nw4y8A4u{{ew2V7v1K7K zyZPaol;vMzg%Oe@Fev@R&P_uFr460ja8oV6zZ8#`OS2JOC6&~~_1wbAo@(9maG z7W1gD2vdTjqB^$a$Su#0{@#B7KWY|8`xtTRq;$5R_&_$z;X>8Nm7|?!pCQ!Fe$FkT zx*cy}602L@lw-QNc6UZv$CQ4hpr~r4Y8a-h31aTSody&*GxxdB#KF-qZ!f$Vg;NL$ ztowYiBE*XBAt5j(A=n@AiL~t*jWWOT;H&h;*v?BCfoS(tK>EIx)s$QGK*XeZCY&>6 zHCnJ$PHc!E=w12{+VLrA-Iwx4_>W+!LPqbnj=M(+Hg5sf5$V19t19R5oXWsYe!l(t;Hx*EM^%?lXdF( z%we-Et;q~}I_Jb!@=^&Zo@Wm#=JdTzRo)oX+AlN2;rugS4&+R|t|i$=O6@GXM-iH$ z&}Bkw3NR!G=^ZeOoO`muOmwviA06+8IyknuSqos(X=}4DH=QFLXC= zPliP@-3|RddGSN*5t0__n@n48Hx%w6;?~IrknAntd>bA9ln-_-O^jW(0b$m2tp~^Dww#YMa4oV1*U8qKHN7}TK3X(P63uT#2es5Fm(b7(T30r% zBNJ^cxeJECB`u-_AGyVyMRfpM~sg!?QR~f$u{7UZRB-mlgfdD&>)lMZ%7Vpw` zFg79;nl?oGav^1o$zCjHKghgSX5tA5UVMoEx7uGEIt6bPdam+6l(fO|j45C6lP3%p`e zLG>EP_RZKDjnl;0!PNNNrKlqvUG@Y#uMJ$UHX3!AN#K{mw^Hdo=|se_G6Uo0J|sU^ zphL-lH801o;dQJVB#od_#{K@mAW!TkFB_X{15d*o>1*>w>`6e6ct?9XW{&|Lovd5b z`>5RiB))yKC5)cANX~{>YOD&_u)0*%13Nipyg$~iHsQxBnJJ;7?n0G}Y&CLh~*f0X||+TGBNBnwa#+d$`^zN9K7Y;^}{ zWW>3hYHZMe@f#Q6cy_{o%I-J?N z_&6az@o{oVbn^tgoAXZH86+BMJaE#J{VL6&ob1@($!dOciIk84Jj7apR{!%dUYEUktz z`$n&>Ha2;I>tmY&GOP&2c>e^i{=?Hj8}1RVr==KxOCy@%Yn%mDL6l0f2|o+tJ>4|O z*3GuB%DXpIK9PG-lI5K{YB8K)ti)^aD*FIct`cn^v+U7&No*tT!vk^PesXnEBJE>? z^^^i=-gBu=!}LV76kX#sj`OM8?n==9Pi0|0$-@#``c|-4NAzf4O|K;u+!gcWuEwd_ z=wVG2ebQ8HHfD%XU%vB+bf=uD*o^LKD07XEEhlKgZS=K#LW*4Rs9|(GU#!KfGa-bfX7dPSn3! zg6b^=9p;9WnUATcDEC>)=+EGBFZ_UT00taXRlKxhkk&Qo02c+#jK9uOD3uy2@hy2s+ko4`9F*v9X!J_SPYAF} zXT?@QGoe@Q-MhPxmmTC}+X$&r$e(p9GT} z)iI{yNB^U*(Rz-k9vSb=rffKV12JmO1`s!(>JG220Lq#n%XHT){9|bA5f>d0=Q_NU zDpErK{LVNhOG&tXZC*Z*_ikCspC?~rge6D7ABD38_WRtGABU{mnr3H*QTMDYIWIIWNSuHF7O? z1Y18uU!!05^X9gm5B1z}t{=&uJI?86979jLtp#5Ptqi?ex3S_ZpdXYj0YU*Fx$rfH z=xHn6@JDXFev1}L%1>3iOSTg65Ay{&q!Q5)1K|D_@-M!Z%@8A&JMntYpk|EjeYgtsK+Z2w#oW=#bZedT zagdYSw1?F^t9Ca*dT(LXj19xWtwewYz!e+S(G>ogGX^T=<3)-gCv*n!Qs#%kKh225 z5U_AIt6p*~GXTwfZB}XoLmL}aKhU_dX zdc51%WFewta7AVe^>k1n$oSfNZA9dtJ%mxyu+Whz zdwVQ8oh6g{jg`W?a~`~@E>-9m$$b_eM={rU!+)Wv|K!tbskuK7uHjKs+cO#Dx6i*e zXg)-IiC1BYIzL>$s2QqtNCDkYyI6Sc^kU#v2;*MSCCbNmuD)6C#iV^j_kC3ZW^*c2 z#OaQvk4c7fkNme9y8W$@JD~d}4HT+T(tT;QS8N6*vq0ZlWKZ=TCy5BXTM zBU8}47PIq-T_@?C_Ic25vxuB37anr6`|hRs8n4q>Xxt-a=O2v4iWJ*{iy&D+_gewO z5cD5)X=@WB=a`YA$$BmkU=Ei^A^I^or56x)?db+Ri{%!Tj+;rDfuGTn1a$g8;y$E^ zz))d^K0vIM#-lzv(E~p5eLy6WE>x@&2n54U0O3`N5C@IbnRp7ouV^ZxVnoIz#ty}V zN#FW-gW1t@%>3)KD&b^MMcWBkDi%?Ld$DU}Mt(pE;2?RGPOp$^u0ZzDN-}}J4hLgtECiZe65G^=Ru^E|Vo0mn+&!6)R{(G*we#Sx98SEU;A-Y~IItp?xbZe%Kw6 zAP4W7Mw+tM3IfoB!`?+tn(tru=3ivHS8++k427>Rjj?D&MDV_t|7~cemR)SGu#i&< zmVlUp5Rwx}jIJ3w$q|`O6gllKY<%?P3+b-mtEru zLgaE_yhxmu?yf2SSs7SjsK#jc=2g1EblpLyq0a40+!pYVV2BRT{yXNGe7gymj2W+S ztP)nihe!X)={MC9J2IxNaQ)U|Upsx#6h3+bG!q8|*AJ}{qdn>Z#EJ9f@4shVVK4q)1=LbF-PE7IpQ(jF zqx|{Fw%*-Ek*$fK{g>*RvAh=>(v&7`Dw)cbr*0TtrMVygW`R|f^3I8djXVRgUVc#Y zkiDamwiCq3pNIM9I&tIh*Y_{M0l|TZohs_3tI5Fw6DDeDOYxxrkI_pkK>ldVB&GMu z3C2KBdNP%c-zM?}ra`qiI^<&C$0-6cDMwlaf(}(Uq(^4#Q${Qm3|qj2q4x^n2lt|f zN&}9e=!jL0cZJTkzo@)nXzu8w(2I$3^&=o2@kEu62jM~M8+$22^@vKL@(b)j~i>I=GlwD;H|wqyaW+AS~0kB&RtYES8$Ve4yt89st!{1dMsL1(VFW$ zl1WQ?t7Kk>9#C+|C+OxyjBgr_w|wwAIqeZ4ZK|v|J|eOcHR2= z^o3R@-TiRun&L9?C*h$QNyWO;^dKX)JS0`Zvj~`5p^fkWa8RD@tIA?Pkq#Hr7RlD3 z+}cy`^&4Fwm!Pdf$-)>^;PL`*O8{jEdZFL_ngqzSom-0B)x}2u*lOV4Iqi1GO~N-ATdAxhT;34DKaO*@ryQnu8M80lc|ZPAXOb^vA&ib^R<<=O zp|rjp{t^L;00vk?-0fv99+k{|{5IHU;QQ~e*^2a^jN35SF&k^e+tl^UA?rC+9p{IF zttU@W)xUGf+*$5)Ms^b!wBescCf-y-az=l?U9ZT`R^gd^k%K6|v6BL00EiYst(C1S zlxL0R^sfd8-P>9qXlbNpIoug3H4|5dli3{(;u(zN_A`WYtG{~S2}2n}s3EuN$Fv4G z!%%0K+J-zW*&Gu8#fqR3e`%!zV%aQR=c>AJRUo1wQIZl?SHt%(D+sm8$0DFD?Y_bA zkkw>aL}Vq88NQ${XvILh$~y_*2e<%^e@E>vHMuX+i+~SKIHEf|Pq)^-rZHC5fWyy! zeoX>ab#PjPT8fN49QB#Q<2g)xR6%#ssr)zxpj}`adL-AnHC&kyzw+^Q`iFlvem}XS zh52s-&3|nn3NII)Pr2;m2G5iRPiB2w!fh#sg=$U}L>H!;Yk*$4r=@VDHhg}Bc|gsg zA$GfzwvK1A-XqK67TQxvlsLiAo;U9w-|UX~yjag_iG6UHB{H(0Z_4roYZ%PEr9{(; zg`liOU;V`#TK`Kh&u(9l=I~&RteWGjy3T8~xBs2VEj9*-%}j(mW4RGn5|YTF(_)gs zp9Q^DYt4(=?1H#a5Ro)%*>pp90H)kds>g1+&iTg0O#xR!&luB6P@%gUCF_Bn`Esqu zgc)CtJS!hK%S5Je5(eiHKUr5Hv0uXBSQ|1&EtFj1O@J@S#NBdTPZ27Q3NNKDnv{h|4N<6iYxY5p}cqgxH47DnvG%X8S4Nj=!vP+3I}1+ zmuTrv{AZkeL5%kPOY`UU;RRn@xnsAUU0$HAv`1MF5i*b2P8=mt{cq7A@!@jZOw4R~ zUFUL)T0PS|=K03b$=$iS2gF`|1lp5 zq-s^!==%?>y_@yMS|#wm6*JQU9PQ%qaJj?eip(2p&v_I4MPgUt4*}BEJO&%s_z@n{ zmby&@J@{=9t>qli%&1q8TjNN+`@E!S)k|{58>x&zT=kbj?DDb2O>&Cw(g7hn9U6Iq?#9AqX@aL>5!P_I%btg0CMfxyt6No> z6^FGg_KGuL3PB~w`hqj@&wCePsuYIAmE5V5U*{T5MF=+nMOml|U{3t8=Q^vf01Gjd zoCjS+=G|9vjq-fpsQ;_iF6p-bgU+3@q*Q8fP8cV|!e;*A7Sx-~+HL~=vx^Y-#)?V) z<*;&5x$){mO_#i>iSQj>5oJhzg0y>#gM<~s%(ctQHV_nz0Lx;mHBErD-?(f6l?jJf z|Lhy%mp$tRVHLEgbunU3mN5fpD*$NPZYr2mIvFRK{@DAGKUW*=>`WXKH)6~p=+(NG z=0LH>^lNgWZetFAgzlW+{+XCMKjh6$3DWK5WRVO?b9@^^)Q)XRoLFeS$KjgHs$vD^(()Y zWv@MNH{6I1VG*V*u^l>X5;%3`X&pdsuvesWS;fsGI_SsbasoHJm9Cu*sQ4PQl)Lyd z&3uu_Ilz7_5B;UwS2{8$*Jxcr_od;im+3i{y#HONU;30wi z?R(UIzIZE7trcXdy|!EW*03I3y0Kc{8iSkw$p$i8M~i1Nji$9(skd?Uo@tB;6@8A>+bjw+X<``796_ed=)9W(?wUTGn$SE;1jBa)8alCOr z7yMAkIYaa++*l6oRMW>*2rp|guTe2sIr9NAjFtA4&zhb&bV@T$Ve|7PaOAF z4wkf|mtWgI%y`zITJ!Jdga4V|;~&F4(+&T6fcb=V~w8>)NX>l_@Lh}27m5KI||YZxDDifiXU^;?-ea*jvJg{vH~@J7>O$=uN=-@{6F#b>ep!AH(?0epXS^{2Za6qpSsA{M?&oJtx z3G^aiM>w38WefC^r(}Q&#gR0Up!;B0%kgp5eH8M1)`!Hnf&0pSEfQB(q-a_dp!z%_6Q>;p| z3TWN(psfqZ$Rk6BW-q%Qd69bapo9ZiI1@SV6p2+%8hI^R+LXx0TpEzZ2HIUxzuf5c z2Pv+dlTF}Gy8}7=m2Z#$Y?(%iu{dlsUn<#HvZMEj;joMysu_@zFL(}Q`5x_YDytw^ zU~GNS538swB$I!nrZHN?%Pf*&5Bdj;c_4HbHe^T7td_cv%FG_Io4OofugL9wK#PS~ z8SX1*T=2^twS=I?L{_Xb6zOg-=-dD2F&z3D(I5QZdPM*K8qpv_{nYD~)6-DHo?%=M z>Pjc8_uRHQgU31nAzMoK110tf)6*7VK#YxqJi=d6w} z&D!9xjO1{Y6w>?})~|$V2UY&)6`o5Hb4eg=Bj2re&2D)2?zIm;n6}BHWu}uaTle3; z>g*9ZHDCW3Z_mjtd3R$WrZhI3Nh(l;V5-0uc2Elf%29U)nd|-rA)$}@_&d2o%Q)gp zSHr1UstV~?yNY-4cMO4yxQhhkZ1!igo*s)fW)>(asW#s(ikwJCvMdtoI1Ja%W-edz z9i@lh#Ba}XSo=6Kucb~VCoBd5TH5tTQyS`c%d30cGlWSCXDQ(HSO;Cax2l0G(9>Ab zAw8e#O-t>4WQGjAgGMd0XzvDNZ!N-PSAnT;gsa!@Q4r_qOAZ}Lb7o5BmK^&C70kb6 zBczv2rheM(uz^$b-c9gCNoEnk9aUf~YgrzhTSwz_%r(`=UNkFF^~vUDHzCDEwmK7X zNKZFdgvkt#Q3iOPS^N(DH+e9A=5)6=UH+47`248Z2aVtLaTY>lv`Q{wKZjzCXV8hY zefd%(T8@gdsu%aHb>Lmp_hfz#1Q1ox9M&210;42GZ9b^v-7Qdl+{VZynNV6N3=eC`%-*Kb(7H}*JL*=@%GgvR8%^B#B*S_$o?QZmI*}!XcPNJ9A98%4|i~w0p z-U_ujiPjftgqq+|PhgIiH*uhIE0cA5k+_V;EvZN?9?9nWGr)7A~ zT5xGusBmXdDC^(Qe2Am8W>BPQwTO5Z@~8a0A0}dyNL_`-emx&WsGL?9JOB8byl`LF z4Aq{_FgwV!%!luK>QL}~ePJtw8Daa6e@l!UxsM&%ly7sQxk>1hgb#e{mE1`i;rcS% z#CX**OgJnupe8zB$7i3Lk3mb-YJ6k}P^zo1m7n=!`Tu(!{%2MSQ@?Q0V@mVFi{NGU zUBkV`;3(<^bv3dw&z;?ljbZ*yT9_5& zsA{+J_H(@F{=ms6ZZXT*gptHaPU?#n^GMvulIpHJ>U@lp{f`Pa!Na zaeqpW%LS|PN~Snrwx<3G>fn{{Ob*O2=H*ackfcI+&Ee2pPvo=M+ZWjBNic1}3H)S7 zh66C^g@?yu@oFEb{1gZj@55?zJ&a$&o}@A{6eSxk$Q;*1a@>Ku+%d6LbN@BqKYuz3 zyT4|Q>qEwKB0g;sr^}k;>Nhw13NYRJA>-JJxbsE1c)g}I1emmAX3C)D=+tF zR5hc*xWe*g=g(dmZHvFF56=#I&bt4cX@?!F=ltCj>hwg*g~cfQ-Hj~m0*5jw#PV56 zF?G(`$vKWR%Jnfw%iEhQ>u}_D8g?wc%I$QLv^N+c64(-@;=kqmSP!nc~!c|52_7!?l^|dkJ6S0K_p3TXA<0sTd@}`4BBd)Ux(QU!&7aHOQhP z=Lf(h9GHv(d15<6bxyj}NxH~*KH*flby z#BDPoejQzJ@vv#&^sk<4H?7q;Po|S4%IzmM-$v)&nnw}6qKap^wUwx|<6A%2({9Np z;c)+W8yisIo!=26m6&gXz7y;q*j?QP#<^tq#OXOIJSO$SxBEL)|JOY8mJ#{m?`PC4 zbM=ag*VC@S;Wa5SsSP*p)= z8akaW=sYM!1kj_mSn7VMX0w;+!rJUoVeg}q4_qfy>)mK@-S_0p3A#^Nx46HR=!#k( zo#&Ltt?1VUj-0t2VJAT``e>-&bq%d2%>lUqt{>f^uOCXf{6^8X&xL;oToVs ziy7Qi1x=9-lLoy?IC!&&icPbE9~e8xu7U9k9JLl& zr;k3tM5AaAv(va`wa3^=>x_u*9#)XfOr6GGr6QOqM#2eSsI0B$`A| zPQT)FJJ>-r7okcuGE$SRJ#}T^^4vEWVOsfC7Y_bLfA|-lQ=d}M2}HNhzG$GBvL`LR z|BijG5b-|o+C`swQD!lhr*xpCmguIU=4shSZI)6rs76p@k+_wJR(XVFH>}qgbJ!mZos&ACTco3qsK=$8!?6lL>21_X8n`V>{1^Jz`aGtIw`k- zQ;etr3WtexdHCx@ZN94(FKTW9QC@_0*=5n&U8K;@@N>NTu1W3ZCNC@1V~u`D3o~Sj z-iOB)d(Ku_L44TfDC1c_Kcz0{GnVKW0}YQ}@v7V>W5uCaJe^W-^xhXA0C)OvCRu;Y zpE}5DuP>YdUpBLkJw ztaHN-g(l&8vAuA2&F0QiuSuHV0l#GV(q(G7nevVS4{3o#od`y3lCRz9*m~A^u*cM^ zD$EAbB2}<<=~s?L@|s?w%hn&r%+*-Cbh(B4*tLbdI8y#^G3gOw!P%cT>nldolxV#A zYwGT=M&LS9#l5oZ+f->wr%dvDg}u3r{h^O%l?N+MQ%7nXz=9g*;g=-=n2n$7i6N{n zDV=5N7KO$6_{@t-liVU=%$+fqFs0%jaG?9JJR|XpBj*`p>fL*U*dV=VyyJjkj_8rd z>Ssc;+9x9_HpCgOaq`ML^e8l63947D5x`EzFBn<1$dM%5re7WJc&0pjZXXd!cS^XD78I4}1EvnS&2`pznf@SUkN z{J2SodqFYu%<8Ki+E-A=g4H5TbH=-%k=T*;7;6d*y zhkLS5WyK`UmEpBd_t6+EKwb-g90+)kc)k6%MRYhsV&}A24Yz9YDJb!kDD>D&?Ym`{9B)ZtEaFI1_9(QjL8I8P6ei|`}Z zd2d2fOnnKxDkuRf#mV&E-9}MP;4aN^-!6VPd$?4mi!&xgLAzN(@AEB--d?fVOF3Cb z`tK_rcmAAV)8j{rZIaFYAF|%UE2{Sm-yLeG0Rf4jI|c?AQY0j#W2Cz~r9%Xz1!jn$ zC6w+OLO=wDEv)M+z>$9tb zF(4y*c8do?Cc2N6a?j&?S!PMAmDlQ)2Fs?Pq&75#NpQvG%Oz^XhS7{^K!v+{j4WFD z3*v~t=k9=?1oSB$i;u0PKZJ-BQdICQkka5tZB;}fa`}k7I6`C4+*f``ijIP~NJ>Fq zOK6blA+F>o@U)U=MD_0zI9 z{6fiAnrwOY8L`>8`pn+}$1LS5v}t5jk5Qw}8Emo^#>Db0 z;aS+`q0Rlr!PO4`3dT+n(ioeLkd8MLC6=N8vQh{h0Q{N~<^+@NVZsccH@x~;VsOTfq>H)*r>Xci*L zJke|LRMXI zJfqqkM+|p;yPi&nziOF1k;edLFjtOM=(3g6@4>+MJBQDRumj{1^s3X*3A}W?URhOYCi@9g%63Rj&2CPv!uixdC=EQl$sXOwy&k2wgBl@7 znOm|W!N&~dph$B>S_NqlYVul+yrWBgTKG#q+C^Tgs!<9(r%x(Nf4+~Chm0A)EF|G%lhM*~sxoQb>_}oUmuBi+;5(Elmi$rWCNH&SFWwX6( zYT-1|YcoY&YL?H=#JZ*cp%%1-4BBy+k~qRtdFBg2MX7i<{d@(~oNh?$KPuYGV8&qH7CIJah7KFQVJIn?SSs3Q^Eb`2_wDd=ejAu@z~BJdf(0@$iZMv-i&t>H ztl*^zswf4p;OvPn)Wp8Z~`Vemr7j+PY9i>ac9+&oC-TW9czQ?|}MXG8PXiYJ$l zd*@{%5k&w5=Wy&v%A^_8a_Ph#E_7T8yUqRMV=*ma#$z+NL2yU^m z=SLw@9}w+e_3u=M4^#FxR4mqu_a6II*<+#IeB@{57D~dFtsI~{{$jvMuLim=8+MyXGlA{Ct|pwye6U;1w%2c?4t8Wr z&u;U1KVb2a<$w~zUK%)x`%GR=ldD)H+kLO>%lJvAiFJp=F!_GoP7UwOGrabt17okR zh8g2pg&wux#f-W7t4>evqa}3b3{>G+14a+jhv3%PA1k?pi+i_5VKt z#V+bQuff=cQk^u%GIK86V%Y3HIc?DQM?|!*xXc`zob==cxfEVck5bnSxR1!&cvR}nSi8!WK$v7G5u%p_;JLK zL+xM_5nAT8$CJexx>BMcz9LyAT8N<;PEto{yZjq$-70uoG}gGOo|VDI;G#wq{ zD^98z9eLAJx+K!rUd-mWTQ6l@XxT?_urpV?clV2v&MIJf?B&VVdzZ1x1OQrD8Lpwl zQ;!40ON;3jP7NkR%Ni4E#;|G7o0S6M>MYEJR#01d+J7E}IJxxp7pDm(ZT5@xmCSIt zde#Xl=Ml>1NL#RV;gTpDH84UMBKWu{-AF1TDe%?bOkU0FY!Xd;-1b-I{%9Jyk<21T z;${pzuC(U_rRcZ0M4W{LDAFJ(74}Ujs7maQmwGF4Q(IZ2=*p&2`?buZjv462*#q!K zqfjP;p8TE}0W|?8_*xcDG27z=72;d$My@ZW*Hbpg!VJx>s*zNR9F8u%5sAQ{mw3-o z*6u!smcE6z>TAOe;ea@j`7A6J^#gVN`+m#N{W5Ec3>8bK1}WnyHS1(iDl69;{5p3q z-Par{^-l7RGD@olg>(ge0EWFyG0{XM5%fFE}eS$N2jR6r>k$*;!)5 ziIhvtNILSohV2VyYn{i2emye?=UfZfO1d*53O)}Z=1rtfhbCIn6R!_iS?Wb#jTCDc zYG0{I;vBU0QC6GK0L?^z1Gu}gy)lB`^+=)vCha>07ZEJ0CG(V@p0GEt?s&LPS%(9t zYC5enc?O%Ot*^drG#J;53R&04Bxp1Z{iYfP%Y{^9A;MG@=o2PYZhd|C%OJ#;ZZlE8 zIW5a&GEaWIZOm^*;50!Rd6n%a?W(8t?G!x4ifI0(BU{=VSDi=L67bsU(Cq&`a2XQt zImX7ZQ48$b{{qEjZY+7l3F#3F#I9qC`&VKN9yUNaD1hO zm|H9J*I~@VK)8QbdIpjME2|E$ZvwB=QP2Dw+^@A88j4Tlr^B-aVPNHee<`K99O9s5 z=84(A2xZ+Qt!#=mA`Y}j+9G>B`H+;qT8%N_SgbsCSUBc}*w0g(lS|{+ibnVC!8OAJ z;gJJ}YV8-(`&4~;B%!usOA>LQ{g9MzpI-d>O7}gp0-Fc;i`B>$bFzaURK@(Y0+jIS z{}y}QLK8#zn2ZFjoiNKLK^Yy`>fhB%tPx$C$=nfey=zOGVMPsb;L-2r3>L800<;Vp zE=?p+QO08SbCsi~&W(%=#GCgzLIQ@L8ZB?IODt0g^U26Xg?=tD?0(g7@I2umaSjs8 zewvEd+KnOsMw8?<>BqdC$51O04MOncY?}aL6j84XH0?-c+8tE}kYi)zZvhGGhP2yJ z=H&NtR=O(AyT$ab$QJa|F%At&BpS_l0il@liqDC*@&$pe zJM7<4TEVdOr#BpirVi@9a_)mvN(3w~kI*&sAIB!YeGIITHsw*Y`#%*p1FZfV9eS1mkgqj#haZ#D3Vi@L8r_oC-9OMb`0`5o%@kx@+lqA_f3FPQ= z1lmOkGB~|gJJL%Noa7N4_`u;QX-MMgZZR5cjwAq z_@tMM!2(itv8R<~V_)#AS?IQDTgb{am9|P*!ExR+aV=WmVmY{&XDQv0x!#V+8CXqG?hf&QI}k)gO@1BpjuCxfqZ7j`D^+tVg?OW*~NPYrs3g;Di@1W*Q>V z4a`xYoQ%*5vW$67TwAa=pjKQ8%;{*XvA)(r@5MT63recW0uv+BLl`_i7%GM~5dI*D zTX8XSs-_X1$cWD&j-Gb?E#f%vWA*#>^$e$m(fD8}+V&yyOh(3Rt-atIX)Su7#y<#q zf}{pSCPMXt#8183arMHqGD2RUhgbFtW|bN>B9}I-Z}>GSicj?G z{lCAzc{fCRt)F3k77yVZyG=hD50Ctz(qEaZlT~=j)!yW$Po7mgF6>-ukCAe}{Wu#N z(_ql#ztFKC6A0BzqD(>K>21Z=F-CpMzlq1j{&=Box@xWOKHR zIKL%DNpcNA?MI`4-WCHdwR7Gl8bo28R0a%T8bw(8#~X=Q{CIey!s@dO+{|&nA8LkA z7c*K?z1spLoyr$Nzgf4 zch`Y8?x7cp)8g^C-)WL%G^!_(--5Ee9)GMPA{^?QEdIgJDg+ZvV-rrX4Lv6D5JYy2 zOqPuct(KSXglPNv)B<&?l5C{%Vk z@Vd#N?R7QGYsu8ypj*^FGJ}AsrsNGBfnY4h`6h1R8}UIE5eeHSodlvEZR|h>Kr2g` zGx~_4<69v1_s4gliA~wQLy(*9P)VLtIAy33xjYJZ$gDq+=QI!<1Il-tJrdzpo#1>i z<077gl8Z~6UJ%8UGXR%T*Xah8THJ|r&ZNVy19C19DtRo7Y8;u9ZOg$uH>=n_cxxAS z??LdYrAtdGbd-v@NBc~G+^f2XE*BVcniHO%X@Y~@mL^f9NCLR3l^I+CetHz!E04!a zI8vc=RDd{}t#}e(vk%YZjM=O<4Yg z60TK}T@Z`c?^cM6`WlmAsGp()NY&xb>E44;L6{>FOUTbJ3r6*H`-tLjroL*ikm)`) zHuty`rpwQ*4&6@velYtbn`L~skDQZ}gIx?eM=bfd=pe2{e%#15ta;ircTX zN*y_=>DBlVJ2fS&2FhPeA*jI;k7iUn_S;+emT6wFp7e!_k=%9US5lK6d!s3RlZ4m6%vER zO$sNrW5Slp0G=e#o%Eek<=`qBv{r3WfnP|2`OuMCM|Yrd%>jFNbhh zdIHKmWaB%rM{sS2v^N$Ozcnl~PyjfzoO3s27U;8ymO>8C{~&ls!0_{JzJ@fTpl^AU z72+K}bcVhIeGZ;kz+4=urYq>)%M24UQ?`6t?#Y4zY;8eDzvQKFB3EW-~E7pkMCnqVYp#dmd^ZQgU^ zRFI~=F0C*-rk%`CGXO(La^i;$A}pQa#Q~ggGQway10)6*%BXE-t8B97NO<~WJU;!X zy2yk(rCT8E5RM@7CTWi>J8KiUgZ7#bmXayJoVx+t!}@tFZ<`+Kjt#B6NGPtV=$ZpW zBTEZKjp;MZtbqXMI%*aN4UPBAqJAMkhD{%GF`)*jz_AhBljf>yh6&Lz=1gt7E4YUv z1_emVAX@SZDb1IY6J+A=Tc7wqaYQ7SIM`=JYk8XPxIm44zox5nR7$8+&r_ox#QRN0 z=%z$+DpWkay?V@nZV$B%lK^Am&P-oCv5k6%;7=P8|7VGDDq>vt=llKb-tWI(Ua!fF zFnWIyA^3T_Sg>1?|LRZYcb#>&^+!G5?|!%G{oOe^d3}E~dOX~Lyqi_+x&7(Qy9N9| z2NWsIT3`TwT9Fg|Oo%xHE?1HBLwHzvli7=TlU%Jkbhpsp+vp+kSNsHeWUp3yXo!3r z)qsYWP^&eXRrFZkvjhXX3IRjqdz9I+!sdU3>{na>S3#2>BXA}0R$G5fjju$` z*y)j}?9KOs*OH2nA2}68L&JZwGB-V%^nA1$FxwkVsKRTi+>;qJJi52 zdf6w`jE@h6IXboaxQ?SsycjrryOJWh#LZ3155Ti#&@fuc;X1KASHh}dn#N3)<<2(+ z=uUb7$N?Xm60$;|0^_>{tfmvI==H?wW*JQ!{%twvnu$Q?R6O^7Ds<5@H5UmgtnjxXU@FiHI{6G9!k5tJub zRYtL(PRf}p)FyPEM4!_36hZE7j7qvS)GaR`S;%vj@y%esgdIZf2+4EHNZu)x0eBci zOVEzXMkxTw{~YZV5OXe=^DH!GIEQRzRBzQDSjlj!t_vk&sjy@dsd)f`w>p^wk&r1H zlD$-=O^X%({SfGJP!s12)?e1scyEqt2+XT`a&BnGvpq^-Mcusvf9C_W|LeDfHPSk# zs~5FmhGNUiZaGpeS3~YsF$CW2|I-?VeWKaB{Zk@k^ZGW>oAvwE&?95K(EGrJTFH08 zN9ziKy##ch{{G0T>3x0G&)R)aCj9o}{oRepxBIy>(UTr#Q|8*^;$*SmGR`j>d*Z>a z(v3`B$x2JS&1@PV@}4B*y;W&TXW zKkCnzhwaZcwLrqt1=ZL%&WMtXDf4%Airh_thTz&xUg~(+t>@5f98%?uhx9$@cZL&w zt{9l>DBi;im1m63vZWuDT!)&B1+4Mg!_wT1m9vg%&}R}6T;Q3K1#UGC^^3WWDtxh# zz&IP}`&;>6-_tO&RpfUYb>DHlmzxHEo33{MDmclBwLCNbC!_Y-G5#&fXzqckyMk&N zEUTnD_?cG2UDV7%_>3n617q+Y+ShY*ayvqmTnBt(pXaoRbmXd+e)?l_`nT=AUfo<> z*BiA>%a5ZL9{YRrk#4$1`M57y95vPIM7X2;-Vh4W=CparkYQFEtn8o?T^s_4z4IpV zu>FAVVz!h-8VT#A6nRw#ZWzku_S6H_`vdCK^a?eV)3BGfi~of4v755JoY;N?oM;>{ zAV*0EA2_c0n5tPErumlBp@T7RV)GTktTxI|PcDD$xv4l!bc=TG`_x8&R`071j^)Zo zO&!;*Z$Bap@vqPRxMg;#9WSV;R&R5btlvRC%B$GwX|FHzMF6AzGH}v$xmSKO^on{x ztQn`8Ht3$@2}T>TDNT3jd)xt-Un+y) zl&|l8y&oD$=%uI1jAWgo&?Sk3$a$Rm7IUXRkAvXGI`;Pk2ke6 zpANtx;y7e#3hC1s7{PQcwAp1T#CFgyv!lqFM;{7&{MdU9RM(vm+^3&v_bUvN zfl^wHfo(>%wVs~krxb92z_r)%|4#dB8oIxZ9-Cllsu=DsD&&7o-A{PG^8ay^mgThey5KpS zTSs+L*9E;+R32RA^F+FisT_($P)U|PWCFbt?nFmETq$}xIK3}E#}peTCw+5qOgyPs z=W~2e+&*3;G00qNf#b&ubzFRq0>E7L%Ifblz4`u_R5j0n5Y)Sx%yf2Da7U~#&K-Qs zJPTzixZKYmFjC$WKYRxXPq9xxyq6575&H1PCPVge&HzvjP)1HIMND@z@Y2*}*?OiH zw^O;|PJ^DYbG~xOuctqfze#!Tb(8It2Y;R`C*QfvD%|nQCHTpG!xu!&==AIJ!Od$K z{MTHz?^pcB1qsQSP7`;9N{O(JDMpllG<^;!d%ePy1aACM@-XU$qdD1z~r1AzmcJS1{$Zmb`=U3p+peFGIsVW(^ z_{@`U2p*Ay+|ej$F|I4UyugfoPaf<@)F^KJixuP@yFL zAC&THnWbZ#EX`dWznZLieMH@jajeZu#gmJ_5eLkaihFra3xl}5yprHe^I<^T-olDQ0m&YA0 zv*kK;)*(grPVP7Oyb;u&{RR|L+J9T;{^k@R8pSP*0G~ zWH5lPN}d_)^V;*;-1D!ApHbFiaegG|=Z4fw3Ia0i^c_0aOszeIa zVFyoKue^8|x%=E0&%lLih^Q(S^o5TDF;tde$41&qSpktKN|k*374sV}=Y3ukZ;41L z#QFlBd*X|WIjwPRk{Iv(McrhZ+@ z_N&&W0E{+H4goMVgT<~HfH{}IKp}t-l~dQx^?xdT&md2UfShKeE=a}lnQYDyHKUz+ z9_Ss^@}wu>XT+ZL#_sR6u$wPV%~v(-G^Zli0D!YwsW21EjiTbVQ0hCsv>%sNVeuJC z3CIq<Yzrmv-KjQnHs`pGJ4 z+nd0|K;mw`;njTYqhv9c>=x*+yF(^yUF0e#N4h#cU{a!@+Te3|x54M4ABKS=O~Fe$ zd&s!p)5jE6YBKFskxW68281;~;y?E-LiQa4N~MD+ITpcomRddwr___R==PpKC=5VCM%5(^hf-

    79Wy9lNKe%{?;s}&!B{@Wbju~N-WUA6J3RP% z_@A||m#adyY&bFfwh?4YNtC=1X-yS2*8uekq!Jy$^CaH z`HrLQp7$|&0*WFxCOLO6g&o^xF6b&sNz@*o98I6-#f#963#w$;@7FL&S|8Eo+CEYZ zs-8<~IA;*Zjn8_@CcI8-zO|Vf!xSCcJhnnltgEoGJ))P=_|eQh#9`VF7A*pF-WB32 z7_#c0GEV=HZk8XqD5fZ4sz#GuD8ea{;lIn5s8&tEA4@YmYrqTu>7soG9y}wCo&5my zND+@Hl2C93@YK)vvR5gg*L&j`X{Pp{UZ@i7MXgr+I%Fp|mKg zVaxmq2IG+#=hKmvMm2LivwW`;(iN|+jU{arL)t~?AWM?a5T6eSA~B0t5x|I6kTL7y z@8I^SbzWGw)BbJs|5zz)A+& zzG!Q>`1wp|Gq+4lHI)4VUpIN7wiG0bTPUHR@(wBW!Ae9R`&|Q$*IHxPy{@ano{I7y zGmSREK!3eiIO)K&Y17d_v%>GXs7T>X$D{|WPmTm8kM&=u=I)EI%};LBXp;0*j;Ob{ zToW9K!3DXvS8fuucoC-OR9eq`Br=}J#y%m+*{R31{5qsh?o8WkRH=&vZF4i}c4l%b(uK@zH)B&#iMiT}*7@qiZUYk2psNtxSUF5ppn-7HNP z z+$5G2pN55VpitUh{@atLWq-tB{6CGYt7b#Y^w!8JVdY_Q!^`{22QRBWwx3e?X1a<0eucss?C2j7+jzk2*t`jY9Eg&Fny zgOy4CAi1k`eIXcQ%2W`Rgv~bk9z2%r6a&k+_cAS5GNDcK(6vm7NS-K#y8CT~-iVL3haY=?Pcv->OjbNS(%8W+IN9Kk zNe#P`W9jhEFHyio71o+v9soVvaoLz)&UzqI7)1oVMH2t734ZqNxrPq@WHp@Qc>4ItE8yMA?Ux%T-uMe6eth(u)i_AI7IRvB32*jrW7U zffUs31-6OKzAr>HX(O<2=jsc52jfT6Wa745Qkj%%WBN|N@0U6|ZMteileSVm#fb8` z>Chx8>9m#(z(IX%JhZNOLAsU3{M2tZ$1@J3Mi407hdKL5VLdTnQMQ!{$%bevL0nj z#1K;UHs?1oR<%ZXlP5>^>f*+f*lSGTWb1PQDe?e40_Rp?9|8yhZY#mz6iczc`6xq6 ztL#5v9E++Q`4H}n@dU)Fo~#0R$9-=ziEfeVAoVm#86ZG)S_S><1-(Ohyk8_X#c~`# zTQm1BY{)NXlUv%kJ2an#xFjpvlCNmF1b-)%-fN#xL0>5|GFV8Ht1pV45gh!U0MHV% zPhZEzC0DLI&|ikjFgt{mHe=>iR4;$-KDxv1>QT`@uwF%I_cEXz@7KW%VM1n8lRdY- zH|QaH~@TBArpN6CD-gPmF{v!i9UDA5W}r&tV4xP zIvtf~s1v*Djs>m(fC%y2cU~=BNm|8_EJjfL6-Oi)z))dAPo>^_>uuSrhBi0%6 zT@u{8skHgW!DoktjvW-6p6#$Vqa}Pf?)(0`<3-eo7zb^zXIR&+yK%3J|8+hCY|}-p z@~ljgGX9V2s++682ace^sJ#g)VUKNEJ|iQ2q1^Tq*>j@cB&sA&jeR`m&*7UB2H`+F z$^VVTiVZQ}Ngs=LV~1SAh_#!B_l7qPg0JVpe!O*w`m2Iw{VYxJiCnn|F{-Q5Q7i)^oLdKdqDRN3{lb6)E1BAK@$&wq;kAi)3N@!_hp ztTYyDuG=fsDI;*n!1;$ffVVt)9z8iZGM$5%vdb?bR}(rK5)x#Z;5VmZ1S#eDwMF`V z3VOM5tSdQKfN*A#_lY8K65lz03gdL{qGJliOIB~Gm(DR59Hg%!_FBk{Uggw)vg|L) zT-+Xy_SEp_ixY@0JWWiqH4@zkUGLt0l8+PuS*b2QEQ?mXm<72oS0H)NxA(=1vwY9C;0;6eVKS$Kt4n0jTb8vvpedewyti9{uu4LbG` zfM`m5J(No!Ek|HzQY(+e1vZ}f@Q!nPEiP>T1vj16nU~T(z{pQk0`ycG4J9uS?{&8a zzsM=>+29uyZ_lwsN_u`#w$2QK zXfpx(52o}9_(K}9HXM}Z_Ud?L283W*JQ&`xo0qwwAXY1c0kpW;nmk;emZV6|j#@8O zmg+=#k5%D1T;P~kpec$k`;>@fg_}_8CKltvbb{~*sWRk%w4eC6z=R*+ugbaW4*C!i*iUBpi%pGF z0W>_IJT&yEt=m(MBb(Vq<3)=R*RcofgI1DQGpPxvzJP64Z0SeotjXk%D6paci+nVJ!n}hCn(Og zLjYo9>#5X;h~ljR4&3~DWeY&JFwvxX%SW^}Im>C{V9Z|{T7SOI{LdY^qxuN;zucm* zCc&rQ(qf-*8<5z8ZFZkPyj#WjjQ|rn)f4A%!E*iU{e9Tm#S6dd=J&Ur%Z4dk9{#Vd z_bW^YWGj40B9;9IYGs2>^O2L5@(OF%pf2l{%oWoa+-JBL{cvhy>5`ag&229u;NhO> zA0kZgi9Keu$_sR~j_1P=lp$05m}K|s7T=>F6W=ml62_2#Pl=ndfjJCPLh}#t`2Vez zfSJdLtmL&(A_a?%q&WNA^NoQB1tpr7-Z;lIz|}BiU-74j^)HlbI`Ru?1~c|(=b*r( zk{)SJQ=&_e)CLb?maz?-7~QV=r$|^O*I+Tvr;DMv>Nqv;@*K0ZOV$%Y;_b9)xULbsiPWNZkm3f7WnDyOvR;F+rKK~`!uI%})nM%< z$Cp|si9r;z7-CG^$nrO=9BV~W-ahPhRH$&LP{=%z^&5sHn%RnSiDoXAXyu0T+ipU< zlkk=7LAGOJIsr07bnNhHh0rTHO(zAn()p8>$xTSy0Y-yup#cYZuZN|o?Z0+|1) zlt)u$0w^XR!Q~wJ*qy1jU7dc3)7;@$G|FWAD)KMZkC&hjif{Z>o@~mo?n#Rtfy3C+ zkGU;Wa+Gout7@#oJd8FL)Eqz(naI`Vk;{GDGBQQet5!Nj+BY@d|w*YV;^e zTpeer#FQ2bTD$GWzkU_52=3aZ0*n?o1Lh?MV+*F`&z_uJwp_iw>swf((Ce-QIjX%A zM?;9{B+mGr&)4G`JyW$eV`xq%MJ%&)ScI0H;&D&B=v7LPHWXoJn^*IYL8t1us-9Dj z45+6KEpp^4af|Qtof%1|AoX?i9Y!>VXMQ{ykE-*UYT8_^?0Z;|sJFA_45-CTOouml zSve%-xK>^I8b9*A@jKlj>e;wt#rgHj%E$P#i3&X$$QP*pH23Y|l_;Ku{CGAK@^^O8I zhz^MWHgz06`Tvk-Kbg{;cIv6!_CJvSq_1$&gWck!_gGj<-$b+i!wCDlunJms8ZTe_ z_v2CU>#H5%*Bx_C48iKX|F(JM-y$m*{spv3-kJ!L1XTa0N_iREJfrhXrlCaFpUh`O z+Nhw8Tw?gG8sJ0}lRKL3%AVVa{{}VWB8mudhH3c6_f_D|~ z`K5JoWc26Yb^F)66YN@9(X;K}jUc`J=@j89U#|ToT~{8Eo8<5=I)-u=D?msmS=Y;) z`_R-JBEf^1X=cO6I0tG^BYUZ*wJ&U#msQrol37om=8zU|3!nR5-e7 zItxe(;~E*vEKw-VYyEpkW%&9%L5%GvR&K>{+H?_w_*NCy>u{qv$fxKO@dnYI%hk^b z19{EQ{&2kD%U1wO!T`4{;Zu!OU~XH%wlND!-%LHPvwlXONITv*^{wO2bp*Z8R`GQF z2>QAxA{W{`k>D6xXEY6Sge3Q-dPU*Uwh_K9BxKuTq2we+RAo<3XGySLG-}^VOb;oc z7opO|WIbRCIC80}LOa;bX$>nhjTOfMIdJ#b%WQut+p&WxNDRnF7i-ZJVNQBP(xdD4 zvrE4p$THh=OZSID(t6q599&R!Ux4$zDjrrK??-s(Rfd zHbu#_WNq}w8?m$`5oD2EAUR#-q&z|wXXSbv_PB{?BmBEXBf+I>7W}%(-G*MBDWS`x zW64d6#cSje*Ec(U?Zbbp`}geYr7QNm+e$!ENnEx|1|z9`_8b;UBbrPcHN^=A1#?%> z1t+^v@+p*vIJHwvtGNlA{xGom85jP)LHJ-D=D)7l$=g<&`|D?S<0e(-bd%PR_or{< zYpM4?Op)~_GzJ7=Nkz-=!+$TA{dW80zdH$dCU-gKC_B%#y?>K=(nDU7yETg1Uh)%_ zo@9!JV)e6cn_Gt`m9Hj6-xT=koUHqk2dyxkM)m%<@>kaE!7CWdh+g9COE&B=UgwC} z%u(7~+d~0AGY=r)|Lh+(yyOH>WTTuzrQI))$!^KOV!E%-KCu({2`goyVx8L{YLBTL z^b4i~q8_(H6k{!QOg~nJ-5%P!$snRKRFb;B9Pp^;X6nGeG)r%2f>Vy5Vf#3RsanD2 zqq!<7e}`GGLmEEPh2IqmKl!JULwNTy(j@%15q-+PMU-YQb7rX}Iaz2v|1%2%rMydo zRZ0s=u!V`c=FM=HOswC4vmP}*d&J=*tqzK}p5u$&;zT^(CLVU5e~j)hW~V0gZ{2aN zm0Cz<5pqWuGjG@M*dE)8Z(;o#5xSQ9PoMl=a_B15`fR# zLPtZES~?~tx0HB{S~ayE>3B(9`A8}yV@f#D43GE#Me2gV4sO0t=~I@fu3gxnV*$$9 z*{0S*cBkK1jv(H=w&jTp9+G5BsUytI0p&I?Bmd$@R&kkg+2+pi4PaaW3m@CaVkDjB zaRHAGQQkEg$ikJ;LrFybZcz;#BqW(;kn)zLZaGi+dAl~j}x zwE33TW^b-va^@v7-iKE|={bN%zuJF!Xh_>V_vCu71b;mvet;O*Y(!D)WN3ko-Ou1=PUX?bZOx;QjKWVRSZ*~fk9H$jYx6X z)Wnjv=SKZ>@}LQ*-$m>*v8r-MehDGxpM-%91J8WkljG^=sB_TN{p3ni1yI2NLbNq$ zn;8TwdWM-Ic4n@$2(E;}nUc+MtsZx5=(6JDSF)S`CAJV2IJ>!9YYh?a8;~})2PSuP zul@?%^zX}K^B@&9BW^$e?7&QUQf8uPpU5BM2A5W|Sd=9+2DI5Pg5H>ehb;*|=5;)r z0(Z**ka?gqxc?%}B8!92u{RJ*EmplL9VGLxVBOh(pu~>nGZ}u-A(O&xEk(KMX<=aG z#?De%1tSlD-$fe0GCep0zD#xqx(_7h62Viao$-9rDS!{p#u;JY7UGBdw@_8-4jm0u zuFn_YR2RcG12ibUP7KtR8)w!aa3+OP`@(l#_cZ+#%X|4v?q+Y9?$z%;v6OeqTMJ*j zX-t~JC^w7Ld_QFhL?JYn_h~en#p_vH+<07AvZ%wB`GLVpq>v5!1$Z>meyjOrB%dmA!wFS zx=bv7$)K*+8KzQ}e_S!;#}6Kf6C&Gyv3Qm~iYCO)w4W<*EGpGXE0gTIdv!#lS$+nc zlHAXy4S*ay5q)wEFpN~D6*4fof2r$!QoXhQOygnrC&Fr``QrDiXOK15+C) z(taL1x0J5m^BWKr&gU3ggu-hIsmrnbU5ge5?VIIx$A`pF4jZkf&L``l2Y4eK684S6 zkuhAL92{lE`OxJob@AqHR4+n3rQFkYf3bZk!OZm~jh9DKI#)-VDR&h96LSV+A>)cdeNGLIFdF56WY|w@tR_~$ciz~n7EbvTcdN}B=(fek*ziPA z3Bh4Q`ZZXE)sX~M^T1gMTN!>pOs6BKu~UXaP5sWWxeLfp`OZ6<-x5b_8JAd7au_O@ zuW;ehLOVF$O!Tue)^DFl{?&@TQQ{Lb>;KdR;CHon3bKLAAWllCFKRj3op9) zgyGyMW*dtiP#~$~Tg1n9@j(N&x*CILm1lKlJMlWlSSzU}*GR=JvBT~XvB<-c(9_~8 zoNToqTE>1t-C7m_0xy=Nn|(r4m31vJ9KmPf>t!OK0>W{gSJbr@q~&ymc~U9%k$P>r z8fp7dvll=|v)p#Ijjq*C0R*jDssfM&OW8;;alRzhCsr*>Bb{j|2N4VH(VF= zet|Fx5~f1+xNe_ZBF-ahw~9urjJ5? zw1MFoyak*y9Vgp<0n*6@zR9o@^3XS(kyakJ8E5*_N1Q=@IA>Po;&*JPSLVdAE=Mk*f z?T;R={MGjd@BRqyUQWtfHvC&OdG+`H$NdhU#GKZ{HPc*NyI23thRG%}1;9G@7bmVkGPzCrVth zU$rS~5feKn4%VjO^4Zp~(JjiuJa8bSH)_;i2yA9(+=F1!*m$$=#b;a)W=|AoTj=_i z2N=O@dK_7Y3;cX!pr0{SPOfCoM~9*6Z{&+IVF4#B!NKA%S_1(8XA^6r!BaR$1{`5c z4{7;xT?)t%G=8iYMLDJLs1H4^-a+EU*z77aU)(Y*t4YXSCFS4C=^^jxPU<^MtN?(4 zZKA1gR5^6m`OeDOimze%&(}r#(sVZr{kghALI*fWZOkgU)Gf3OreRkBpW7xkzi&O# z;su4t*g)NNrU9~b!bbYPZZRhDL@L8>B++Ef7|LfFtylvGuI_$qF2yB2oszuM8)elj z1=kxL-H>@>ZVs*QcaWBA16=R1KPgt4jB3s0${RwI(@!M_IhYDaoV39}S?H+}Bi{N2 zYs~O|<6eydN5b?tir*cTK`uPlvU8P7)k1>zEf9%YMMV|f(Fl%b5yVMsU|9JXHag_c zR+(v*f{AhuA~L$rdP|3h4=J@x!d|lQgz;|PgM9@g9JW^`-22>c?V?L*3s2lzHk$y9 zC1ds~)s2x+{>qaGkpf~#f$$_Q(yxE2YdfYiKI~B*#5Ssq^)24nDe`e{4}BU*Ezviz zaOz#2%r2-R@d&I{VN5Ccq}&^Ata~ijBKNe~`DKp2eq;-<)Lsquf9I zntK`fO`SGU8o$#pWZ1VHL7Ff;7a;bz0K^;EM&7cSD8$!5B-2YTbNk{l*EY*GdB!oo zin8xT(t8%$6W^JDl9GY9U*SF=qt7ZzwL)FiV%R^s0KW)f+U#&d-CEvXxL?IFi18Hug zaSHbk1fkjAsp!L;V?QvZGN}Z#iCBmME0y^RHKDF<>72m^{N>rGsUcY6Z)`iGuf0fv z&>x(iK^m#qkiZu%i@BS$d{AW~*VWX1ZWo9D(EQplZ{{1Z8{%Q+EhjC#rXxwhcPBu4 z(Qvdb{d^<~=l~&Ej)Dds@!a0ZBQE!ktYp$RHuo_6jth z_zYVk6_2@qZ9a+{;K8>;E(|(>m#BmBx<{}wBy$>-T%`DES)^Y0mEXpQI->~C9CZHE z3Z$ybm{VdV3=I>BKI7+*fyXH2aE}T_=?S#}X;`(Tz}^2BUGM$K_8Yf-$BJE&1~E&- z4nk40B}MGoM2%RnYu2i&z4xwFdvB_gYN$P0dsoetQblP|>dE)Ip8NjkdH#oda-Qe= zeH^csqoiD-UOKlFLskWbL@9NDU;zJ-f)1yW(v+8(op$N-hHGSfKNX*!B(a=NdgEEvU!w=4tZ%w>@XU*hY<)0_)bjg)9$M2OwJA`RF8 zL*#%N$)9&_d)j)MFI?O-IBWcgSP2!-j33{cKa=5MB}7rAE1weTGrT;R+RE#A2aix~ z_XN4C84{s;`wHzc&)(ZA<-vEtn8NgQBRC}Y`PnAES17OM*)&E$1v$GuaWXY~1ojhJ z4YyQnP3Q@Jve>{J5nLUf0iff1k)8Q^oP7KK8GjySO^au@de4i$f@XOFsE+ZhN z)dapW1PkaqC%9r?mXMN!SSBG>1^O#^)#`Xl`)Uf$HlG+1b$S;UcOW?uuU~g6eK~U6 zdHvs2b!NhY=6_Aoma+^-4@7>F&HuT%glpgM2;Hdq+xYKY{k)Nd$<2ITENJ@pI&i4r zq4xZLa~|7|N_)7?nAv>$hHD%%t-S0g`_L2iBzI&!mcxR~Vvk66h`s2Xy$Fjz%Gni^ z9esS_?hO}%`90aZhY$a9v5yqiZ4^ZOSLypo_Oy>mDS;j@c6;w%vau{a1@3ersoKYG zdb;*g8QwLdPKz@q%==PX$3Xg@7R~^zVhXtu>I|uZ z$vzr{cIu&^#`oo|FuSbyxMm28YUVUSpDU=qgX)Otr7o*6EZ*7qj*>Czo;CkDl@V&5 zf^WjRzy(s%mbrp0dvyv|Sg3W1jUGwRjir2=+q@5U$SR;$OCEU)TWW66)yfKpIP zBTj21>O)l!mN4?WZ772Ejl_Urt$XRy2*ddSMBAw~4HjP8Cx}yl3rYUAvE~NUE9Q=3 zk+tp)Qcpl+V6ud%x70%-Y+edHBf!%6y3k3|7|nXqScuA$giQyhSXKMxCMZm<;NXWM ziGkxpoPAtZp^9aDoL%QCVFO>XO|1&2388-u;E9~{(oGX=mR}p4y5O7mTP)wv`9xG9YY?j|$L zeSlSXQ)}80V%go$ZJ%S$CL>vhChQCj2H1V3~m;ZpnWchA-HT)TJDC- zPNrE~II4b(2P%1by(vnKkIVuf85N*{jInA4JBilkfv3L)Icjqh@obSHQ+biInqQ>u zmgh*Xg!;ZVS0*whpYZGYa~Qi|sO2lyNG=AhkRRV)to6xtO;S|GKnIX=C(7+p6^%THL7)RFA6A7gC%FpG z3gxfu^hdunt)qwS@_}Ej5B>6<{>e%B zp);3c#zaSg&fA*PbBr@-z2(VQX?TPr!d*hZSB7YKID_{#YxIT`3+y# z_JlqQW%#_KU6K2Y37F{W9|-+yl#p2^MC+FpQBF%L+wbZ=3`)K(RYv;!X6Z{RlL%EX zeh6(zGEX=bOPb;Up&_Y z0&p8NOY|T)9(qNXFvc?FiZb}ZkTh6)VYR8FlfGN&k=F)VMbGbRm5g^Onld>eQ|z>x(1-hFmJh~?X! z#>KrdtC1LwOHK!pTqUS2cDdgkY-qlnz#N5)w`4v$Noz6ot>F{k(weGM50zW84AUTe zkQPRK{-&8n$R(-gQ+Y)W+tQ3;8M{aU>3`Kc*(yM3_j-A9sEYJ6Jiav4XT5jPnkJ?! zIzCi8iAw*_%M~HosORYP)jpcSS*er0^y?82cg(uAt;5wcbjq2UM7T+?U=eLGYy#1r zvZ=dB88j%iQ=DwI7<6QfqWVZp9?M)3u@Ch~1U0Cu3=_WuZzHNAR5kTi?k6M?MI}Nd zj|sK8yDOXeLS%rc)Rbsty3!n=IiylMK90$%C6V?Ns+^JAT;UkRT)qeDM62(OF+Bh$ zdFiv?c`>S2-z(6X?{}dQw}}(r zFrtVoow5E@ix0+A`u0k~V)7wkM&`3KL*z8A{0HrAbYG+IpBC3YezQgh+t$mK75O`+ zNQ(7rp9O8`z0_A1PvA27FQOde?nmg7I$<-_z3g2#iwLm;bn%b%a#;a(_*AI*l6jFJ(7+YkT9#)?Gs4x(F+keba4<5AjnIZIa!W3-AnNV(cpzZQiF6!Ibp{EGa+TucaxI|1zR716Y zcU+$ut)&3XNgvI@RQ)q5Vftzb3Jor~RF1@rE*=)2efmDUm#K!@>$8|paI*h)WHgjS zeokAt)d;`^?Uevv0laiYTAkDmjC^tcrbc8tDTj$%{&%NvrwVLF9|YZMcl(p$3i{*J z_bt0w($~)R4u3l{t4+Hg;XeE(s$69wghEm%*JFrtq9z+15UP>|!pV3=q$b61SXZHV zU^qjLvrOtiLkx7?#2OYV)Pcz5d1xskm@%Y}Rn7zWMzrm@CER~9;Fh@*J9~R6E!HtX zN$eU+^nh796Q$bUYCG8_yhT3whOx?w@VD;hgv+>ZMv`>;OhPec!aOxzdps zT(;XJ4@QK7Xu{1OR_XCeDB#YdA9Dg;g%S8G$l^KW0Ygi3%T@d0$|WH|B=}2-+WMK= z`iRtgj5R0{=P8s;L=(VB%y4`_>OygBDxNkT_mQ2m56Py|c4{cVlv=VLN~Ea6)u(o@ zA46qL)~pIFsak8hjqj(5O7Yru+-vR#s)xuifo8br-R=`3DLQkAi?n?Qahl9@@iFZ8 zG(uAhVNOzGwPw{#I4#O&stRsAJoKXDX12*aG3z5S+M7YgkF|RQx!ES*M95q>6{x^$ zM~utpD=LqSYFhen?i?0ykx!)AfuE)Kgk-QdFS|it(tV#2Z--`ws>oU0 zYD$hKgV)FZx(5HR{`P7>&||MW`)$ZYdhQ3M5N=;AmsQ4v`zZ(E$#QukJ);qDJQ)>!{`1oOX2|T4hH?eLlWuz z@{oMBY~~0jRUYLlJ1EJsvY8y}Ce706URGOM!`qSC?TY3RI^km^$J6&}yK|{Lit|x4 zY2pmAEAi-%@8gGW%Rf>``X2&N`wF<(XYdi%G=M*mS~SWwznnL|VmuBdBpBJqK)=C`5jO{WgddDOF5+Dj3qM_>;qtZ!vh0Mho;QNx2{(Hogot zOp&KJdwG^p2!|S#rvwM`D-i&^$%7WJ+~us8Lo*k={(Ka2>@*3|D=W%o0YDWpnG}^n zm3tBNasmD4oJ|g)z08!oeW0RhK-q%W%dBkl@Tk3Spwb5tTQU`&=PEF2rRtKQqGyc~ zwP0GLGe6Z=WtPPoeMMsYn@6=&i|Gj^lUk4Z8F@&+DBMkQqnz%DZ>%<#{5%n7Yps;=L5l zlV($B@+mq^IgtjVx3mf|Q}(@U4e4RmlhOAgk?koHBs1s{+gx>qsfN-~)9O^0KCyN- zFZbv6MERgKkpV5B;8P?H@|h#V;U2G+?C-S6RqGD!=28R|Gfx;7M?Tiyv1rIurUg(1 zpiU4Fse+W1TN@f_j}HE3kOzo$r@+@fjx4GQXN}TFRT5XQ(G}cx^oiT#b`?(3PUt2$ zW2m{GTPE18z}f64P!4izcY#VqMs8yCl$6-|399J)*@|h!OfbmF#i@j!n+c>~EUP*H zopW~lWV&A^QdilQabTn2f>b7QE|gm=HxoR}4L5R1iACuSiLp zr@mk0`sT3rk(187A)aT^MIUC_$CW5QOkGgh&dVGsN_dRQ!Kk^aYKgtZ&EIwtoK7s&v0va2r8fM&S9_l|5Lvs-*5gDiU$IXcfZl6eYx9l-}-{>^0hVws2Rxm-zR#k`6 zyfkdXv#t|10bMOqSfRH4*V|r8^oku*$)I^t0 zq!U<(0#yh8z_4{ss$#yOlIbfVaAnNJj}2HNCNsj=qjcn*QrzbV7rN@sXQdK}bEJ0# zH4-`}t!SH@cb}1NnL-ACv!Y|wzF77Zb&^)lKB_H6%##7~*auV$_%Dc?ST&73`R|o8 zMGoZXA)u}tV#C>~a0S~r#mLS?KG|v*%-|3IygRt2woXM=?+`$VO<4VQ^0S&$&|p1eihTR04Wm$ zlItzxXEl^W$$E&%vN%i8iSQma6%#QRGyn=<_IJi+E+EQqLiO!-I zaE|*y{x|=wO%6J3wsu&*c$~5RzO(pgx69;ik<#-~vD8id7;}*F0{84<=oyPxHw}bn zunuyi-S~&vz_)a#h`D$PTxWcGcUcOE$SsI9hS>HPqZw7)=}uK5l%87i%$=I1QuCGlSDMC=i8()27`t)@o?;7*DM#SY_!_M^^1NAU=JDpmB7h5no!+VnGyScYS zmyEO<;VmLTa@ar~99kmNQjTA<2QtKen8N&A=s3jc42nP-MEnUg+>+ITSsl~p3J)FU zp?3!0yB-S+29A14Ec=}wj>?s$*k0pDZ*kKTalF%L;>=(VfykfOY><5r5wWfIv`g&> zEi_YWj=&8iL3N;~R)c5qN^Qiz#!kCC3DJj6vh5&`g{Lw1Ty?(3~^tI(ZWTn9+B3FN%T#W`vXq77S$GvyJ5#3JG`@|%} z0|alx+>SNjC^o2_)gR;(RmE~4UaQUu-t0&4hZI)bqdj+ z^h0AB0y8x&vsi_n>39Ab_+%4q57D!2re_l~3}{{bK`U?@LpOU;-iVgVaq&p;`@b$F%K<51c)rQW+eUfLj21Mni=N$i?IM3 zyq!k4DG+)8pCGq@OMP|ai|PORDu3Sne11#ApropvAO6}-y!>T>9s)!QwU<@NmMaB1 znZ(;58ioilGGv8@fCLNR>bykY%QG*&qRh;Kx_VCLANs6XJ@X|qDUD|(Xzg9nCx3gZ z9(bjh!q+Zany8DH*1}F~rd(FjH8xtL2yC|CM%Ll~oj@_YCH{2(@4=YWKd+nPTBDn$ z0F2KKt9tNY7a>Vx^8Rwp;nnl@8_TR4#ePEJ=j$#e%KZ248~m+_Hw2>*s%c zZ>o)Moc){0m*h*z=;>@wxd?;T1KIvf;Eo)G9q^W7S32& z?XtSWz`J8hY+!c^8UmOg`|une$)%3UlN=P~&mrzY2o#5bW!Y~S?Y~(5x zR#4;;C>wyzXZ>|dEPP99^k0*#VG_7ge%VN92DQ-{JjARA2eQHPacHHBcM&n=Jh7kt z#>0M(&2OCwg#_4y$2D0AWhR}8r;jYU$UhV{RykzCjGCSi1G78iT91_YiL zcN&zmuX;`&Fg-eIS*IS+b782VLxmd;Wh71zf2tKEdq|y*Qz8==f-w&QDZ3~q&+ZVO)I70Nvz@E z;8z0AfbsCWw*#83R!f8XOKCT+@mdSnJe52ORXh%zQ=;;(%YHih=LeC1_TgzrCU3Pg z^^~vk%VEZblS^Kv5-LMdgYT;!x#sG2cWgqUImRU%&n2CfDS_wp@n0D_B*XNaZOdIQ zl(VV9{*UA3+rXiAL!yk`364m7b$6HV53}ySALU*Nv{J3;@IDs#7mR<9{5n49GK2VT z`~#^YD%Y)mo3ne!idn|W-D!!G4)Zbr5gr>odqrVQl|edg0g;mveh`$nEl#zQ$d9CE zv0MO@#9*-6GSf<8dlzrZ=|>`-(YJuO2KNtISnKUEmyeKz;XX|+9 z;NiLV7Z2fM#`S(bC!adjyRcACeL10P)GE*X=MUB2vzKrA0I-MWL|>^GZ|V)VfldIa zv1u+%0P`TiCyZHcmF#49Q4%-%uw{2<{p1lBlJ;{hQmy}axZb?wJv%!D8^G!vdO_x0 z(dq7gCHhUm^KwiFVhP;zeJQ4TDE3<*x7(Z> z{QNYLELKSfXP5P!)NT>JRSYB)Kx+xh@tj@<6{Ez=h;5&%il90ga*XJ&aGms`1tMx0 za6Eno9WG(Cn^D#3+@(V8JY~QAcCn``imgY z;WON*CCTY;_EbiNW5`bVB_>$>SjrwEn{x9?NT*ASvJ{`o3&sfS{gq($=yz%!ugJ%3 z4-$)c^=ol8#iRt^K?};IlMW!9qZEZo!>6Q3eyo9!6pszB2yvZ(d9{HetZz zgroN8QGCBato$+{x3A~s`sb_9z9*4?3YQL+mkz$BC!-y*f4m#N(_s^n=t^?+ydq@= zmnDT^B}ox}t0=Dj)=+>9w7|3(Jr`MmX*?_;47F z+y{Xe;sv%xV`c!Z(~RK@7YQlYQJqc?+{O$7_8Pu~9Ietto~D2-b)O|$I5PI2N?)%+ zX?8DZuf$6e*hEW_pLW}?WRnKoYxl*;JCV$T;fIa|REw`dkw=;Vcza&##(Lu?N=F z+FUyoqhlNZ+`(8cx1XdT45~f(KObXYBN1$*E6s_r8P6H+4dMA%7K!@0WSdqzyL$H?KN+R#<6MIn2K`w4}jVJg>I* ztN-!l!Jk#{Wb`=2V_Z_ zO`eJSEK+V86-9s)^G!pl9yZ#h<1j;7g`6mDP*q7ckFl69qrbe!_@K5D7{{drLSzY0 zYpDLEeIIBh$2cd2PhN`7E}&5*Nv=XR`Ik-Ly=nokzrQ$G6dMPSIxe1~gl;{(C%qqs7Lxx~i~mdv;7!$pE0cSalzuPOscYFe=3)Y)^SbF3FGJ zzOdbje3gxkh5l;kI0#bctEwqsZmmrlkPL}-O@s^`zSf`Dk>18LE)z@YAc=5dM<>VI zb5B5h5Y%X50CSEujT`Wkzbgi;WW(5Ep;TzxQY}th5nyO}PF#!%Gp`W0F`;)dmbJu} zu{dVrwd4*m5Lu=(NvXO5v!YT_&BN;@y^~+{ET6Bj{^j7r=ahzG#!pk?%FLE%=4XHJ zuHe5KnqJ{yycJ$cp^SaK8$Zjhy9XLW6iQkc9Up7!8Lo8TjD42BzC;8&u9Hkdmd>AT z*mLEn_}YLfF3ctkP~BPJO>T(+i!chVOh~MUS`d0etX%crmV>Tu%Xu6W9*F2d2U-PKxYvRfmH&3N?hEkeaM<{n3 zefi}Mv}C68%NlZTX**!Pbz!guxzv;)GczN*F|&TR`qn)mvXSgbPbh{v_b*`NNMCVS zFG8e?TVL0qft!_=5bKdg915$g^ARl#JoW7|@h|s!;oS!l09}oI?Nck{XVH3dpApkh z-S=1XY4fVb+Y)F8Ny_*6-fSkZ^YYeHD=Eq;x7Cm?kI`~wTVv8aPOcW`_}#*geBc6~ zB|d>e6V0g-{-{+9Z99=+S?yG$J%7&pu5+uIF;F|!tfS$D{tP6g5rd)N%WC#{%bGr_ z$vOV-nA;k0git%zKYlvz2&RjgHUs%KEqBb$ToBEium6TxJ>){u9TUCQh z*hQF_d#bo=x9 zWcF`FI1)QG^PwX6X|6}FJ5%gzX9jhe1h|k`WBt&pz+ut$1Zu+_${Ewi7S2%jcc|a# z{9H{h)40WsPRm|KW;+WJqo+V=-^hI|v#&n)~n-Yf}) z9OdEZRxVS5Br-|u=kWM-rhkuLM#%lUpHror-Bl-cdt||I?#LcS<#BkhHrw$GVkVjo z_MD=?g-+4HcWwEZFfKWIQv%%EYy&$kG?biZ8XPl*9+t{70s3xTCrX5TzQ+<`Kox}BFFo+R}x zn|r1Do31x+pMU;GbZe3fdA>I-{`lL~oVSm3n9OaxfddH#&sV2?1H=N1qDrBXmK+wZ zIBh+W9?B|k$;}kZCOO%vj?+?jJSz@uEc_ffqbH(^7Di>uE`S$+ow_`MEKov%FPofY z_`}!sqNfhF5NfGB3#QjO_slK>AvTCS2;1!a84M%!GlaBw&uYa+ zc8}5{svh5lKdUC#BkQS+E{#Y6-rTdG2Z^a8wGUk?!cUvT=Q0DX+SGd?F^ z!tc9HV|zBy zPEEFl=_{yK0EM+;;S0mV&%ZYUUc*dk@D~}oVU-C< z#`+qKXyg^Hw*u4SrAJDW@{ic}1JHe;b>ZFN(|-jq2b=*$&A{nL#R=QPnz~mfCxc1> zU3#O;8-M!@A5Jmfj*aLFVwQAe;TG#Vc9z_5QWQ#o*ePcg&{cOk$9FHlNG!3w2qxln zVOlTH^WaWAD>o6n#V1YCl0uZoJQ*D{YPfSgMDU6(W2li?G10#C;0=zQDx>DKGy39cj{5C66e&PXx58~PG!12*vtxRQ4BPc zg}!1!zE`-n-+Ivesd1J<#P9OQqoi3XDj5d)iVOm-5p#rUs3~dUuOqVk@>V>Jj2lgz zI3Ygu((q9FB8`X=w~;Yc!l@UBCK$K#zFhG(*@8&SY)LTTpuqxaB$EMH!0PwBrgeZ) zpIwF-oQ+3rLXg`Es`3AG-uZ=-$I z`?}mIsP@|Tg8cT6UNIgI;n);l3+7<9)zx?G9($QwZX+pP#L!U6tn4fcQSQ)?Sh4s- znmJuI+WHmZuJARyk@j9jjLMdXM6gnc zz=nUZFsZsEC9$dYo}>OCHbg18{qgMt@$a?mOhOT)Dc@1?n9x%EkU(o0kai}o zPj}0$CPK$zpfsn7X?EB+xW?j0N{kp z3jT2&BQY!Z9j`Ktc?}I1#=OJBy&Pr~r_N9c>Cc2%jT1WoHJmw12=m4=f_nNnzP#Bb zPf_jkmJeK_Xs*<&CU?3N_F>}p*F5*NHm8}x&t2EWr7wa9VqOJD{G-s;C4aMf%O+wC zgg5O6zcUGTC00)n{KI_s$B$1>}V05zT0?n!$(Oa^!UwGZg`q<@a4>_tZY^Y((mN0?6fLa(4XcYP}?$4@09d| zDX52nOGVGp+0zR|VL5;u;BN z1oc7#h-^!TAk}T2Ac|HouqAG0u;dBp5voLhI0SvxOKIGjnwQBLf>~*qGbD!^oY&tM zd`h2cLADrM4Cj7U`{*tKz+@RXj{m-=0)*xj41VNMr0M4LY%wTltN|CtVd2Y$59N^@ zu^C;}f+2~KqJn9oW~%p}4{lz@tyf)SR2KqA*i8jG(w%R|4To7Z+PHNNtHT&*EGxEq z$?_-0sC;s<->i-xa-B z9<+j0*a%}1lrfn!W~Uh=E^$5`>ZBy_CWA0$f6)H4>I+Vb@HQrawF%^K5BUy?8@#=-HtJfK&h3IoE=o*ZVS#3#t1qCH(L(+ z{@ivMSq|>W@ZZxm((2Uh)3Zf?OeMTz>?XI&Ln>3^-72zQ&qf%lM|4A!KaG{Z3*!YC zCk!{Q&u4*0J=IMI3BRL4*|tPQ6((A^=?05v=e_Qxji%E4egAgpSIZy?9jC-jvvn4= zeCbyZ*R|nDL03lgrsl})NAgpQiB@5wwSj~=muj00(NShc*zK>kLunI0ige>9?59$E zkqErbZT~@hn7Dq7Mmmd}Xar>zcN3Z~H_=W`kC9Kx)bj-<901j|pG|Ch3r74iRI|3A$WLjPor ziV(beV>{eC+q|Rft?}{G`vI{ZkYBqoKEa)LrKv1<3mk9BJ@*5XD?mBE6_ifs#q`tm zUMssF_{@hBDIa?HB}IShqrm@X;qD-vmoxpW*l$nD-Ll_C6oeLJUhVSwyV6H3+O0cJ z*p8QmC>tdaB|s-q#~Z0oC8@R024;cBnb%fxD@Z9p9TD2gCH`S%1$jAFdo&3 zNi4-etT4X&*V}{NjtU&|icSd;%r0$C8 z7fqi58mq)~azpM#&KT2;&HU=bqDh+$a)INFuk2LuXO;J>p_4dNUNks|A9@nOS0o2TBZlPt~G7qp%M}MhO?^>vAzsZH%1*WAQ*Fr1{{A`-yvQ zm+#NzqeEK0V6vc-9lsCPthcVVh~(}Rnw&LX`ewV!Gqk$dDS@S+dCDM)QjD?)GOgvZ zdzjNSJ<>|{ujR=TO+mB zmxvdL`9eIc-=+vrLt4#Q!Ff!$z|J!YJ-A_`gtIqeJ-oz>#rzFt)0`EHe{B4+5m=Ew z(${sqf?jF6!$2o#*_kD@s?s7Qwdz+r5uM2S{;&?wX9$p=Cx}@%gx} zVR!uXc7$PQ)xg8Fgk>+V>jso^UBBgEF~d-a-yxeCxEIc~QBLWw`iY0MUgJ!o-y(d7 zS3o}S!302Y>>jg!zu6Mu!>lpsux9%|LmD($;je2y&$@|El9icTBh?FMb&p@BkIjuK z^eTEE$mVhd$b2=YV=HZ7v(N;D6pZ26SCdecm1Ai$O|QmT@qpGXKUUAaIKqedAqnI2 ze(-4!tFmUETqOxaI488H>#fIOG=hC6!^7v(sr#Q*{?#P@KOa2&NNlGzQbU|5v1PrO zah*(4yDh){$-GPouWuc^OiQV>h$^oQu|sXX$Us0Ns)0Nwptvtw+jsg8#bi$7sfq)n z0A#s2n9#rF9>>kIJ%z<5*_G5h!8N~pt;!-uHhWHZBZX3_r65n#$_ad2q|;mbVjHnY zDy|%qn3r`1#YBqN!b8EB+ESNp0ujTOlME{`Nr?%t$ZrBE0&(*5WF!SP$6lFaQXx~} zL`Y(n(>!~~6hbu3{H^)mD2u6ijVq;Rsz1a`tbDIfKzqP5v_B*oREePp3_LwmWC76A z2yk~Qvd|Z$#gb00PsNpASSf!OPL?0^LQ{)oDby|KiW!?GJ3bbebHQAznocN;4nRsJ z7%)9SD;EiwYDspx6D2kat8d%@hX~@4KH=FSXKzDTm{BJ9UC;&*q75C^Y?K1PXsN%S za~+wTiOP_q#ic4LVYUV`c{C+G)&R3>^-I+6V$;R~xj0hwI+*He01`sYT>BxH9 z)mS}JmtK|8sgIlQ^;+~HA;QdH5$hVYb~}}T3sxoE?o3|}RP^E9yEfb!ua8{reeQJH z+DPpB`T08a!<}krXBg(NZOWV+v>tqU|K)`=H8{D9l!r2zr--Qj(W|oo$`7c* zF#aO25^pk`#8;Lm0(kUh29R){7}xnG6%ls{&9jMU_Q)w0h)Y;hFq5{-0p*qqg{X;O zv#Q@nk!Vhu(8~d6uc1mJc5O=tjV~kqP)YeXPJ{E`0pq?&9Tc@PZYV5oULz5+bm$op zp%IFP***4iji$S^_Qw4S37ve=`9XTTvLIQRpx)sW?;G-jdKQj0iS=(gpo9XBp6 z@i7r4YPjfGKc_AOH=uCfj+1UxTE;JN`bcU&2E03CY-qVCQ}TQ~K#eQK15QF>HWCJ^ zTQD44`!HDhh#sB_{-Z|cr*ypD)?yw~D@D`|IJkYsGJj{k6iz)No@R|7Guu*cr`N|; z5<+Atp`(istKa`$>qYOL8=WED$~2OXBjqxc`6r({*qk{eTa)C!nPq$beE-q>o0%W$ zw`vz4Dw@6QStQA9PW;0qy?FH9xqu%MK4KmxUY_S~-xZ;52}qO@;rQy(nP^_1oekT1 zJ0v?bVquJO3YJeTK9yk^2kRHfLK;aUy<47@+eq*d2xci%l!K|WBkaK9{)sf@PO(yw zf`UjnA_BY&t*i>G<{5nbJ_ctY14ofS32h#Sp%GNK3w&Zi{Ox&aoHkuTy&NUS;UTID zpF&a7nQrLDNDP^Ab)ov{g-Saa)fu~|IJOKalZ=#5VHFGvQDGu};iSPFiwP6(`LWmh zER|n__Glyg6h5t53at`*@{*Rn`vqZFK3kYAw+Uwx)+~gM7R+tlg(&qzWiuMSJflx6rg9c@ZFU#c8=U=0sS3FX$hRMS$%TO{2AT;uxj zy*W`C*er3Txh9E&!FkP5sxgY9knd3`Q7!o7QEqTVpa>R4Z~M{tEUC?&y&pc?sJ{d%xUDj* z>dd6jC%1YjTx_QY1t_(sRVtQX?;2HuT6B4AeA^KIP#LPYh+x}27u;hs$T|k||8Y*v zpa0u$d#Wb0&Q|g9ezJ}%UnzIO)W%`aJ&*i7Nk2HcaDHm9XnXUw|L!DLWlenk?RmXh zOJY<}v;jA1S&Q^3=CM$SNS;Q zR_wFh^{+D&kNhqvD=Df`*4Mh_Q-Ma2*uL{PG`vnz>2EOV@1m3*3UG2xbFHycb})hT zh(rgs9mb(5QIzO392HH65INA5!{TcAms-;@Rfhcd5%mu%?9}=(v`Ab1o<63D!Xb{v zfK1=ppdlzwNs3KiRQyHnUHLfnAMtYXQl8IlVWnelHpW zjU8Bq=D;!JZf+^LEalZSRh-W7D2;XrsyJ|I?3_9ZR?#PgB2Zz-Wrq9j6hN#GXv&M& z=`a-g%ZTPcjJD~;eO9T;Fs5h@BCZ?Jns#tRr*Z- z)QLeuUYfmLBNujLZoZAvPHj3BaZjYTIkF*J*K4Hwp>4g;U=d8VCrTtg8iusN(nLrd z@!NGmcR+e{>Ff#R%^^`pY0^;ZTy1BoV?d8tF6@f znu8LA8T1e!R`QtmrxL*N9ZQob3!n$6;kF;x_Hdo{)COa2OQO*~XCVG%E%W)uF=`!4 zXnzU0sV7w1NnD@DzF2r?x-C+9$i3YJXdsA(St+318Q*mU6lhTr`LD+oYsCB(7Ms>1 zBGf4EbJ!~-e9E4L^&K&&C3&0chjPXC3y>`p8;SXfNNZE}MoNv1CJ_w+i-r)do%bWv z5Ij6I9IYMil9(xkJyoy#k8C-`b!u^SyurR@e^yLKC7qiuqK*e%_w*coB8jnsWOHmO zZ<5zW8Db1t2?tw4NZ^+ZOJHwAY2rWM#$0cRo=+>Jg&=5Ol)xqjhDk2%%~{E&WR}<+ z8)_wguhuPTQl9QmtS@*wReit4;rSjYMm~RV_`>*wzpaveJ+H9P>#PbR#|H>1sp}ZT z7noPu4N;Ky=oF`dGV!9Y^k3Ak0sw-#t%|>QrX*dPf!YeD0RH(X;mTxqcK+w8Fm1eI zk2;$-G9`!yCMgfnKhs7{jBddWZuST_Vk)NY4e|f! zl_3S2+KBTAYfG<*d;H{C=_8&?8~c|VP2T={1%5i}jOcm-HdE|d@L|+f!yg~Ne(AX2 zQ#<5Kl0h1eslV(O`XjA&d$!Tp5-IxQi`-wQFN&XHle{+L>?#+GrX1wcw|CGT=mp~ zsI)RBuoLTTB;|WqOAz*9i!Cf1jTtR}*@wqtklP|zIoG^nikxbGcmFW@`!aX(HfzqK zhCga>nTWyTbYXa5W91QsC_$(%gHaRSvC_Dm{Xz@j7 zCQn#2WOj2SCLQ?z%JtCP5)VW!)=5|IwRzOHpk2*ISUh^eUqxo)ESA-Hs(7og2M^s9 z?t`SfUnv2`rTDx9LXe8#1(t)n+F$szq9z(;<1ga zy@N(Qsn_*kv`%-&DP=uz|FGUBk6NK8>)dQzV)i}lFKXpO^H%hK=xb|kIFgh3tGF;F>T9}e zaP*Yre(N4S2hjc`^9|x*cuzwU<1QYmL5j_%r(k>Fd|XLtiv7_(PV2BpT%@3lZ|)YH z3~Plz4>}gLA=jOL3h9~1O}yFl4f@K{4XCw63Kt@5_R~_V?<~kio#NYseMqs zS%cgORVf`DR28<2g!lBPMe$klZ6t!ZfelPd5tBsh=87A-Uvo;ytbTOwCgsE^{Fa(M z01|@0YJ873l2DFNq3U0<9k=Ggco@Ml+_=H6n{=L*g)ow_R=su^TS}$ec1` zwE}lCVqbhE87o(A&Oc&E>$qwyQSSk4#f(Hlnw^DH4%_;&`BeJL4cJ*aoI&64If}gAvI^gyoTtdgf*IJtsX4$4dY7)EJFl^S|A6fhai7b#Sz3*`*(nk1QJT9j*^qZB`cv*U0Sd+6+Y}I2? zhv47Q^z%;#teZYyb5=rHPLvOCdG82Dc?!MhuddgX_e=4(=4A4tgjrBUeVe>rK%tYx z^>^nnJ#|3{7eiw~6|K|)I;wwTLVznHraWTI6h5Qj`Wfaha9Q6JoL-}~S*;}D_~X6( zqlsI_KO$-W#ak)c$T`+VR51T}JX)dQJR;;IxPYwT7vL(C1pY}blq}8>O4M>z=PAzj zHl4krHO$ahn!=faYGj{F=JGb)`!E<3{lxO_g9>BKka3iDrw@r^8O8Y`BtH66l0(IL zY;JvK9k@0G=egh4okpSbq_&}nKFJ()mW>*57B0wh7jbyrdvW+knqI#Szcjq%1^9$J zK~Wb(3n*&eTq!GgnU&P^Qt#`B*HgW}BwP9)lVjFX#g8HO;r4hOdC4vHc4O z`FisnHz$PLvN~JZ_9IXR`387x>3^S^V4~^eiE+xYxjoUZf-7dxhaDRUfwktW%O@hUU0$cz~DDeh?|d5TTS&sIIyC zE64eUirctd4Vs97Cal^Q^`rAiymUUL1fcuN#A=JW_`P!bo4boT=ngdl8}`{h*J@S} zcKGv?nMF~`JZSkNYG?VG3hn>zi2eb+{TnP%IjWTYS@90njQ0-uyLXARZP% z(u4f@JoWFh|LGEQuI#r%ZLnAEW2@&yt11kk+b7&`H3@|v2Zwa_rV3_OS-O_RnWc1H z{^3|vJ&~@DxAK16Y3}-zo@m;Op{#ZCI>51(b4BKJ3OY0&W-B9DVe!t z+{w0WOG@bE#vj8s>dED;y^@R(GXTpZJ_$guiEQ>u#eHQ@%(j&YO?zpQEefF%;Wm-O(U?>vPXO?;uQtb@@aGq3w)69u^X|np?CU(};Nd<_~$W!g%nm?0Bb7C4N#XO|aDNJnj}+UZr1ee9fce0I(*(d1>)qrBsS)x{oc*+hL6~w` zcTMj}t)U|S<>J2g3`7D$T*E(+GLzIb;FsxbeNc+pBUiYBh_d^z+A-O|BG8?iJX}%9 zT`=q?6sIucMj*g~uvwykTCIc5-sX?r1Uzu!{*Zo%711)HZgb>T2}Hx$g6Q}FmNg$A z@^pMz|LlBtx=!ZOy?Ml!EZq^gkrEsG7hfy-tmSqouBd`5diJyPs@O1ZQ0n@CbCeSg z(L$A=J!|8g*fEh& zNd$r{%7Hj|2bJNN>DethtD=}>{HGl2Ux*iaHx z33oix>eZ(T4}yXX#I(OqJLpA~5i}+;=D!tAXT}Z~Ytsk@slxh=Ms1a#uHKycCoO$y zJ~Kem3=NkVq5D&$0pfmnPjgJ`Ixkn?2-Hb1ORm!0%GK!HaE3UVZiZN?@v96+BOfgj zoZxwD-T7JEW;w!vrO7w{;QH0t^TF5eMl~2>V}KBX&^$Gs8*<$YwL;yvKFQD|oN9Oi z-krR7|L^i(?BB_$!KZ&7|EBbULW76y|2z9&aI53*PcCVf^;lpz%4b8rL~^1?{ooNq zY6o)cOaPW6m|NhD9{?dP_5Br1R#DyV%9GU|iadvuj&O_X$z+{qV#9uM#!XhFw>KI5 z6MVV1haDfG;C0A@CD$1pC+PbSnY!y6+>JfLp%8-cD~Xs#>f zn9u>g#Xh{P?LW#ixOTTVWD>7TWPxU1&>YKs8bRb(=e{!b_yHq>vJ&zx@NQpblxzDq z1%G;up`tNGc#*OIk4aACVCkB{Uw-F9W4%c9D6Cy;XW%yT4z8!@A$%ClxGv(2R&CdL zh7CkI>UfXV1s{vbaWz5kGJI;0BWwm1=pEIK0){N#iwttninBFN~y8Y1f?)DkCYV0SpPuvHw zejy#Vq1(DTgF%z}jby$SK1yF{v_}|tB=))aYC5ZGr!Q<&v6{FNz^+kUA+rWF8Pa{~ zJha;o5KI7ay8>IEE{w{R5aL@Z9ZS0NFj$j8Q-;cwkbNBj_@lj4Hyw#==JYY7L?9Q( z#@+8&z+k|vl;VEZT?2x7B@owN{5+!Mm?X+112m~1)DnvTrf(Wm?u9RY5C=9!rods0 zP2J?YP99s@6e?zqUujTKLe_Nzly;<@{Te|A!C zDf!L)yVEfARQ%@I>#6cFC|f9 zgJ1Zq?)hShJ}CGRDaF$o7;rj3#SN9b`It)vW?kr)PU<~le_e(F3Jgaph+k=rmM)P} zgCr_yCpJUp5r7@W%BSjCwvwji_+5xz@kB}u#Va4O-OEsx6qBQpio2!ndBUxYR7{O` zvHI{i*-_1KulmDMcvyQ{6`HF(He$NF*kLZKV{hWLcRYa)#Om>*JT}{-I2j_NN*2DT z#^m_+%za~maqIfR{cUAZ3`MYG%40lq%z7F2)I`}MR$VSLGlLKGYzD17h;!BZurz3l zDIIxDurtzhG3EF}ByHj4f}^`!IPWfEBagwue;uXMg+bwe6~ zK?v3;-X40jHU7AJseOO^0hz)TW>3$_r)4^~vy3|T@hcz%!`TASccN%6$eWxD669t1 zER~@3wD@)=Akb(%ua_3@%u$EV>!sxUqaPSZP`^=XG`j|hd;RDZ_0KYHSYgVG*%xX9 zMwH%Iz8&LjiOYC<#9{LJs$K(AWjT}%0tn=>wIDK4Iij_yN;EtF0nm`>&FExm>Lb1) z{~NM~AFLQ39$(HH@brqa;}_J+TqE131wN!cKh=7C%1p+t?@aXAy9*OcxO!&;4UeaC znxRT&3u;=DHrb3vkuO6()_vBca(!FkjVR9Gxt9n}3aM+?^qA zVQTcY?+Lch2ZXWijSiLb=>Y5+#{RhDf!7t1Qi8pVe@$FbuTNm(qkV~epVzlGg zBc;pxT6OP!+qdo9DSy(s6J&F*-A5<${ogY-mT&5^f+dwog0_!cw z)-<=%BqtdY^JSLkRO6yUwa=xt#~JWjyy03#$saPEshp~9SYGgHfe5CWn>Zl1?{=q> zA7A+Wm6Ez_Xu@-SYBm~K`4nZp6O)MGGc4vRrBWjWF5&(75(C;I=jOT&+ku#>8u#Ao zrZrJ7^eC2>b)nHM1GwM4j_YThNivyVRnwu@+{CEudGwKPpVTjw%k=7J8{jFX!QPUT zxQul9UQ$aOq=*dCe2_`Tf{hcRRUR~F9lzz}w-~EI*Ex~KXX1$;XR#l3)v}RU@h%#+ z^IT9zlN~#{R8j)A_su}5e9m%gug#9xvB|t0J28Zz?#ZD4uBD>3$1!97FONP84gGXg zH#a1|m%5ev;MK#!fCF!tof-L^f*U)-EKBV`N z1o7jWH@95L7dy%nC^)n3rBeF)QeX~BG>`WBS6lSxyb&+#nG#c!kXbaSyeo9s8%7gU zMQ1+>psOCN`2@RLHO(AdRYZRudJASo>BKi?C!qifdS;D;uF+`}hGvcmaW)O}oE(4M zR0VaE5s%5t#66WSHNuDDJ>Rhm6`4t3;_(qTF_D%y^rtv-1T=Oh5i zK--25dyP~vDmjch8q*J}Q1;G0*P-gg4i)=^G=%eri8}b6favSAwHzkw9!0qjR7;ud zrkod!r@4K5yQ{clsiCE`kWOmXesD}(>B+D@RUXn>Diz!Ev-9uETTebl&lL;t7uCi1 zX&o@cd0sJ)Q~&9QCjfGDw6=yd-U~H+vZPMt-6*wSU1`G@50enw$tl7vEj#v`$=M`) zW?v+5yge}Kn9(MzO#_<<@0DTl-*wnqj;|OzQixXb0#9;6bJi(ia zK+T7WYBUi_=Kl_}O%(s^nzr$2{IpkqMLe6Tf~axw6&}ecDy{#}>3XZ?jWBVP>uXDF zXH?Dv_`1GTFd-w0@Mf8@YXYC0P;kL^7mgCluOfL%`^M4(s4t04eU$yMaEv#HhSRs` zbguRT*7ox0vAn%Q4v+3Q^+599r<)RwKKxl|de@j^a#eot?Oo85;MXgj2-BHE@~GNq z3D&9_VOWPqA^!;7HO89Lu$AM(rYSDvkom;fbhss|r0V*Kx(I{XOY=B905|gy($rOk z+!@Au)7ASMxo+-I8c-z=)AJzqVY1HL4uOfu7`6oAE=)k`#?v%3M|8b~Q-v{WB3VY) z{PrFLBts#AUtA)iL5OR?ih)QIwW}{1i&&k4%U2yYtXUv-J-gPu%!)0Raf;axO8HJ>$Yj*LOoD0 z*p{aTZLwk|*)RUf$^Or7B(q5U$)ER?+qr%fYXO(R0a6N;ifbIk`qJeY*Vh_$4E;G2 zZ?kgd(8>tr+@7xCT~MY0ly4#F!tJ?D^)*eBxt4i07@RRaErAxQ2jLL<-u7jW$t9}l zpsI+CfavdgWOY1G15p0^a#{rvlq{V@5Kc zwuzF?JCcWQ&X0-z!R%C%Q4U17dbjJPYzG+}rA5q6>A-C$jTy$vq6Q}DYtI+9QM`kw z*@BI2{rvP_=AjtPXGWCo_I?I!*|&A-3g`Ka7@>2;O2yP;ZUW~;7<4hp)`P7Lv9b@@ zvjJXwQ8`$8Z7fm`QPSA$^V*f@i1wQoQWt+!qASLj^A~9&v#q8Ja}|~uU`el24rfgo z^_k}eZwf&fk+9K8@KTMN=ZzdQj=<6alIrp6>rY`M8}h>mr;~Pi7Ahx*#VgxFb-egp zCDpC+%xrVpqhs^A91%IzBBZ(Hn6gBDQU5$X zp>R!K5cvo5wiml-yy?VaMyC?qh&;nzXCJ-?u{2Z_)H$*^saviTry$O3~?a9$@r-}hG zXLFEi*A&$wLU*FIY`c(qJTb5^02r;+lq1|sWRxywk9VRR;nWsK=;R!lE%^i5m$+f26I8unQ(!wW4v`~Lc5pe9vk0f}!bC$sJK zZ1`0#fMcUUax@|jTOTs!npvz>Dn#CM^B#0Sh@(X<+{k%6V${!a=%()gBlcYPd>`Yb z6RX3cX2tH(eVfP0511L7bN0s|gBge!<3ut#eta6>H*=W$>_6k5PY=8J|I4uJh>~VA z=6y^(Oj^C?_LW~gueicnLDv??iJDNFuR6YzL%S zf!LVd6XA9GvTlU-E$yxdL8}GRsFEJ-v}cyb-UDtuEE}EY4gVsX_bGqcdljk~!4V_t z+3>I*4Q4LLB-%eAF82UjMUu6Upbvfbo%o`kf^YHqNzJF(Rhp%e=va{U@C~DDwNpmV zajYtjhs#Xp7I&Y*$((X8%s}m03?D|4)mu*hvGX59Fo$3L?YmQJ$u8VJGYvV@vulM! z_1U&}BW0p)g2lf!KM>3!Wql<`atz15bcrDG-g8lRB>(xaMF2y4EM?u(e(y|4<*&wt zR_jh}qFHSfC4EJIyGu|fPg@#(StqxolSrvk33aO8BDamNo)?=hSf?&x|KwJ44_8WuIt$ z`$MT~e4I0nV0XG4alJ-Ph3mmF6ljTSxjgvsru+h4l@Y*~s2b>(ZlQC3&KitV_|+P? zs@>8f^x6P0yekUxjWePFMIA@51(WYOn-?y9rB9Sw?qj;|`#9%qlp0io9uQ=7tc7yG zc7-IaG7JhM_)e19CJt8{fCmq?ll23`J7XI(d#T=%$Txpo)$(43d=dWETg9g+T9ohn ztAE6f`-N5js96pFg*0WB__y?3G-uLtb-S6j<(vUaGPmxg@iLBhX3}Y&8;Q1alQ&VB z5y8v}gpXhFOZ~Hv&lf&i=X$KC9q;ZURnyVWBV38&0-t7m-<;*uE6j-He5d=NdeHB+ z^j-bm*y*ZB$h@c3D_d2#gT*3$e*!#Imu<}XBEV<`iHvhTAC;x;q9XV^|;}K zwWo~DWGPt#8dx`gH0}bGE>moy*Sr?JB(Ir3QR~&@T;%CSlm4D_5a+9I+_mi_fCOnd z>e;%CtD9>#4HBi(YZP5as@nU3)A6W#Zdno?#0s2z5CB^^77KH+Dt5ErNRmaGRfyZR z0eCqROGZ=jDVgWe-({Tha{eoM`;S8WpV@1{m!Y$}q%?|nV_69~l{pg+b${txx-rFi z#3yuguP;w`coic#r~>{+lk1iwx!0FsI0kSN98&n!fmhu)MI$TNh!Q~GY_=r?b>g^^ z9$9H~ZwIc>4c?5=Hm0dH;OI4;X3>bF&k^$_^sc9O#6)?!mDoza6u?s4FQWatG4YN@ zLZ27%fhMRV_phv)MwCqRyrE?&2gP6{rom_a;mBe$z&}EprbMQEBG0} z!_So7gxpjm(K!Fd$!615ZI1$D-z4hQA(7cZd71F+F-qxjeJ;~d8#8$`ZqDTwyVJNmB67pKlWDfH_|z0yOC_+87M)^2hQvg`u^nim-p9x zUyiq5XSvmN@#5C+!Lho3%4c`#z52^In-G%4kRJlK>FjUpk1JJnba~eia_TF(Pai>)7Z;0z(HeZqtzWDyza|A|> zA?2!#yt9$#Z0xI0_1?KoHmI%!R6&%fE13-2s`8I9x#m(13nBq0jF z$3n|*DBe*1XUUw8U7>c~O&AKvkYdrUyq=&b68cY%nGoFL1)*HaA-eU0rIxAc8zEH$ z`Xyx?6z$jze^a}0$LN*)eI5@$Yrly1Mq71Ek#K>^Jymh*PE4CUZj@6yfJ8u0kZJ1I z`f#(SFDp-JhQFG@aS_lSt2P(ezZ7m-2vic0skcPMA6aOS>czw7u!Btt*)T9QH;OT; z%9IoR6u47SvSlq~@_?JMc7cQ#kINzp3iOrnjv(_|eC4_2p*nFY;$VV`cZLd5vnZ{a z4cevf<$xnfR3qPWgJm2UdW|=?V@E%7FQt#7mCD}JS6L?Wrn7VaCn5sZb|~wdMZEWy zpUH@hB}goHS}RhwzJX)tV{#R>Kx~wFl0*(i(-jRWO9SVN5HMbjfQx6On5kE4w>OWt zJ98BBs)yI|U_ktpr==W&S>HWDfS@e9F@Lnn$(+*Iop5q{bq`cS1Y2iE2-{Nhw7=FQ z%rYPjV;tR1N6CeV3UD@*jNWu6oRyFbTeJ2!{;nzRKbf*>TF*)$K!jnv(<|e+jjy`u z-XVb*zexPVlVUw$ey|DNY4UN%t6PL0y^lUTdi~2m;@#!zTVaY1E3Ln+dB}Y5wN>bV-k?xHn*NB+1XIGx?-O-Abq7c_kd&T^xJN z7H!sd6HZnrbDn?o`}@@WPhF4y3i!rYuij+&N?{a=SXaiG`}&9^w6yv__!=VPun#$2@ZP-UY{|JjtYLOVs9Z_$U5E%PtQ{V|9s8}HeSKTi4_wOKu3OibMfx_$`+YQzVJ_l_d54)++!otj>qtDYrr{Q#L$F`F#N$1 z_*0gU8WiCyGYbiI*Ys4RG&Ab1YPB%-o}!rwOy1NZ`1k=vBz@!}THmDC;|rQMsZ6OV zMu@ay=atYAmU+<+cUb9O^??gckUdXrl-Vp52qf*v5#Vw|QF_?jAlS2p|em&FfyDHnWWOb)pzRC&Y-H zQdMqEGh<6n8vOLwSkCT_fcCqF*pNT~%npn<)V@k9rpJ-H5Ia?`R0G|k=cWKRv_1UF zRf}s|?ipE<@~7xNq z=I0FWB%?*@LKwZ@{*KXsHvafd50KAce$TB{<&0psyC5Wt5f6+|C$?;7C{nXXjh~)6 zH9M)7lT!=2H|22L)p^PCdzO!#nfJ6e<%=1o7;knGgi+y&QC|_BU&0JB8|&m>{ym?NS*|)Kl-SGvp&P zGpX8*hv5al3C{>C)jd<61Ju2jFdpO!sr3v_P01cyZGTU!(>!?wL(td+EF99r2)B^n zMY^EGu5n4tcQU_E>xZSzsGw>a3AUj^NPcl%1d_VztwFxhLsItp6Hnc{zi%8UKByJF zUJxc#$jwf8)%jm>8G{O#=wwgf@_r`vbQ9LLCOI_Wqcy5td<A}7 zi%`Nk8un)Iyhcq{2F!9NH$|Few$j%Z==^tQ-S{7Px=eG&>m(&DZ+U*?_{d)F7mgr5 zkF_Tpv6F63R9f7|GD+l>F|)Z_4Y{A5TqS++2}o3Y!Wk_N;vAw?q^Q2OfAB~YP47-o z&17zfHM$6K{r06->XSc5<2~F(iWeZ1)y3za_)|ME9t()-jTQuaECoBM>h&NW)t&S@ zk1o;lC^Kn}aXvIT8IBD@z7E*v-_!tw0qQ=8Q%wfttN}Og+&D-jmAMdIEEJ}W*y+>M zM^tR}cxekEP=phbM%p({y4p5mI~eOnQ~fu+TDwV{E8@)pCIYx;MNR46zb+Q{ND9ML zhaNF8FqvOr9LzZz8_;;A%eyUZwW0+5tQmiec^U4>A=5-;gSpR~e;F@|Ir_L@%WX>9 zC8Wg)V{VwW>);HX`%(6YRUWepcZu?&>c1vBf3M&CQT3C1EMEO??E{RW6{S77P@=|u zioWKyW4Ca+Fmi$%X_L^KLFxuQqvkKAFoRj-xfSM%Y^6?t%lA6p{LrBh^W&KxO()j? z3Mr^`6e-_k4;Nan;?Diz9Z5xaIG$lbiSsj+E` z$KIICDTcv975Ax_gu718jO1(Px_hhX-aA~6knKQ}w*PrbUI00np>9LCGNjc%G}$V) zUm_E_gd`P#YuE59O(pA8CidU15P6IC_n(3JZ|5=z^&B zz7HFYuDm>PS+~e#M5PtA-p2NuLhZ34IW=M^i6n?|jP@;A?Kpk~zd*gUcy=DvBGbE8 z7+fn3RkB_D?s4;vnU%G7@2*(h{Tuk0^dszI`RP)3g)vhvMrBlo(li~pbR2>Sd>iX} zR>@~iIUbBu7GWV0i5n@?BeN3AJt8?FnUnxO(o!M?0=SA#5z%~b^p%QEnONpZ(h9o% z@-q_clE#msyplo=XycZ%FxtekV*YT`${wHBtUhGf8cPYTP=btR7eb>87nRmg=6rT6 z^p2ctlxQ0*5NE?W3QUDQ&Xv{$0{V%GD6^?j@>$C>(M* z)}U{`$h9d4R)Ro2Z9$u#cOrWBOn20%X!ztmP5e+?6h~q%IEyE3F#x3_kqc#o7GMSQ z7z3TKOj4O~^e8ezt8pz?CP<`Vburio_HAW7NV_POc9-FL^he=U`Zpf2UI?2k4ttSq zd?qB=WJySx8C@qTMQqDR8LB)$-UBmufvYo~e;;pgBu3q6p1(<92^OU;kEQREf z27s3u`xemfZiqC)nueXr#bC@TI>B=DbTq}9rzS^{+Kes8BsIDOQEL^X=0WCyDWHja zlw;+xA+&K|MB}C>V%EJ>0d|j)7GVB3Wf}N&W#^ln@+hZ2Lv@v#v%1=?Ud9{AH$_0O zQOa@HAoAAo#n(GF8eNF2aN((ex^8lf>Zf;j#?jfLxzaSck~#b%ynfH9?UQGL$=t=B zDydG?x*#=^WMLyurO;AaIEETsYGS3t7*|ptMxXH0wpxG}&^(w!AG$E%Ab%MgA}!jS z(NGl>oSUIfgM-@jq)?ud2Wp3{*&rv=(-TkFkVkg$^eLw#=AW0|? z>+ywkW>fWmfm+^S|AUA4RQI-+?6c-wMub8|+-FJqs5_67hF*KMiAFrcxMwXRQ7O;1In58>-q z`QldFa6u}SC1al}*~r|90p8Ua%YZ$Z2~i)jb1Bi2 zGxaNZst7C5>c9e@38yp)7%HmDDJ@X61GN;NVS;DIvfOjsPnvX05*?f4US-|yTB_3h zq{bm;f{T^bk(d1HuN)M-fkT8de5f=jhvx>17MDUk^T4g!1RHLe4+HvOWtwe{oj7H zf%6Iv^YCG^9~oLnts05`kD=f7SiCL3U8LKqQl}_z=pM_YoL2po&9~TqR{O3{E4p!w zgVmsWsG%)%V5|P?3^3EzwC*WY$LpL>D-GgFkYO(V-dHPc#M{svRI^b3@cX4Ik18>GCnsY2F>@lA zj+6k;V!4|{Lgc8#q4_8Q-)1D>OKX=H3@*)1waszM3!0?$RzSl33#7)}^nv`HW<-$= zbP&)DU?$R|Pa7ZBWI23(OA@3V{)lW#C6k2-IIyhDj+2$eJgXLwL`yF{J!7hzyx7rr zXC=QcTf%s zfk5+@IYm9(lFUiEdcrpq^N6c0H;F{|i~%@56kMroB_1yj5}|AjL-YpkKl`=$-f{)v zSJ-0;V)Zq3QuxlV3*F!5FH$$&DK)djAOlmWkFi6vrcf6h6-Mi=QE=q7IA=eK!L6q7 z)naKqAWT*JK$JWTz~9mrm%=MMVZdeoaEJL;GypKjtp)0GH-p?#6VK5Af(m$2{+`r1 zd^Y+pRJ*Eo!f%|WC|gCenH#o>HPtp1(XJJEV`mR!Z#IJpb3X8}0eZa5^s~6F7 zNybKSfc$)W_@dJ!h|7+)OTQwFysD&^-JU*8c+k^FJEC)cfzstQyJ#aZRH8Dx|Gc{_ zJZ{J~4UEz0fD1-<(T|%;l39{3h&F1O@HJ547!wq*JwI;KYLa{q=ihkyUX_U1Y5>Be zb+VU>EEYOLzrU``@w{(?OHxPem$y~TBizzq))Oe4xtubq+B#gLZY07w@l2HR#BW1X zxI>L{g4dz)7i~{?nl-@a%$<2CeU_(x3O{#Q=|0A@_}{`q{C`60pv+6Zuj*dJ@Qy#+ zKK7g4?+9X5e4m@Ie_ODwX(~_8|F`_usno#HVc&Ya|F(QOjlyo5qB28-{9QY@yfHiE zDlj)yUz0_j&;~1%ROqq8UibwN8}YP;3=e0PeaBe_jl@wYM@k%2pvm_taxR5}@!$Tw zO;ya^-Q8llEnhkFrNh$rg%RcN=I4IbraRoT-R9?bgFbiA8-L&1#Uw;+yfTNxBd9^{ zIPB&@il2+}ql`N&M#hez8uLw#hSxF})XMB=*Mv&AldD7$Jefc>wuhb?g4T$p;Ip!` zqPA}Qu`@87CyUZA@#7~drUaJoX)Z8XHJXDpBaai1>Ijm#kxUy-{w%{SbI))Lz6MOTv_F#vXvcQxu;Tn z)5=CTlBdTIf7MUsraBzkgRa*&QM~yGR0yX&D|@3nngH=mM&Gq#F3z=UlC0r{-F5FN zK@g)&8_-ZL6P#+T{q=$2ytQzp2TZ-`p7q>3AEs*32VBgY;nq+%v}!%%A%B6SnaHl4 zrY)P?rjcm%V6U<)q1$+%*Mj>=?4&bHIAU}?OEG2B+K^y*%=9fqe*~ATD0>lKmhY@e zhOh9<28I??F>|3Lo4nK;zxNK}&6|YSiUq*+W%MEu&W$!9KaOwS>>q=Lrzp9M8)Kg= zd>5nWeqU_6Ews1Xbm!007_QJ`)lXs(jaz8ksUtN#j_|0XDCwQ_yWgi{_6TFLN?SN| zCbOGLKug?{pMlJBsX+sOC|bdi8TJ<7IdBxqR1=>89HYDSY zLh%jqI<&{e(!a=O_-NCaWf;h?(CX&)w34C^%|M-VO2#DcM&%5T2~2-mPFe)+GeM`` z=lgmNn;LK_`2~hVHR$q(i&vhvIrQ&DFJ4eq`sPxmjhHIDC#wksxp4W3Mr zdu({i-7$gm{z zjLuU#RDd7+bq%mWYVhHIEvo;&NRIdJpZAia)jvl5&L1yB!OE>E!V%v8<$fsnUUp!n z{BGMtPh;QA{x061R!ZU983#>nVTehmE!Wc84QUF8_XCOgM`h}S8~jCcnf%tO-yaBV zF|gIZh)mbGESaJchG@Mo+4s<8tBCp$eWqps;pdy56LFxq4wo|lRIb)**!{b26;+@{ zGNf#T03u;e|H(4XVGK9)5m+*z|5-Hn9mjr;E??;DyzPhZHKeilIVl8U>i>3uaFSCD zKXPOSb|b}Dc9@O0L3~BYC8TemDJlu#=l!f?t96|7g-vpY7vEd0Cf*Vn%fyh>bXZf4 zN+ui4AUVcwJge9^_TX!(qlq!SMG_Q}KX1PLgGobF@A>J2CLBQI6f1K8F?(#-kmkxA z-=NSfl=2cuFHCy=G&+&$t_w*fY1;TgldyYH0mVl@XxACSWuJApvWitm!u*1n1pTJ>R3nw?EG+U|tB1hpPK zhVo>~6!Fp-`G|X>YQ88f3*gyvhUJSDG=mh0o+n6j?OluU{?Jtq4jgvydeGjwpviRESddmze9>3fvxyMP~A3$V*aK_0QjJrDU9|Pto(a3 zmQMSUDmHFs8Yu#12pA~LC@NXa16O6nM9Tx2$U-W)o3&_f4-8j>qrZJ%j3W^@?zjLd zh_ZLck_jZam z8o>eM^7FaAAwxxTtA)Ghz;0H#eU8waKD%#w^O5pfYac zU%8J`?h`iYx;H5W1`EH{1X1`1M+8xA2o*7X%In!-RWaPpcAL?C_{}FJ**%LDR33UG z>K;pxTyZ=1osAeLgWh7(?nc0 z3AKS68$f;rY?>-GN&7r4iNXN9C@SwA7MX1FQc-t{OFMXx*7)}vwCS@=-%dLV-*h75 z=`R?eto2D<2)8=s77Pbl%DvSn0UFCi^)8D5NM0^*i^3)<>W&0dHW)y5_>ejB{*&3; zpiW?zW>V?6-TooaruXMm;q9lt%Nb1>nZt9&UWJOLd-lP2zzusz@)O;yB*EW?G~1!4 z($dPYE%`wAri&1L*wMu^W*#MgL&S1>8jV2629a4+ICQFl&n504WzPMr`s=U!V|Kui zR)q@*yEjqoqiO0fG06>LJk14-^lKt~Ej7%clfx=ZuUfob_q&W>rgd-MH*l||oVaTt zk9*#cK}H{|ujKqZzTeWG*a#3{WamP#va%0bz%{A&$w7-sn;z`+bP~LQpp|ViGyi!n zKgonSHT>!$SAxauqd}ZjyA^dsXyYFIz4e8l{9g(1RcF&x;q(0B-qS`8p2`;2g1_>vt^!B_&{8)1nV$cxv2d(xa8hPd4j zt$>N;OGh?P7E&JFf>LVM)(|F~1&kkpQ(={BdFwNt8Dw#m9JLYbIlKS7@uYt9Uz0va zYA-M6Z&#SAfzIHO!D$rz4D);lRXq8v6v%~Sg19=f`^H!bvNX2J&Xr*x!s3aEXN9Wg zsmy_qeOdiXf(*!!G$ zI4g!LjxmKV*`5Je9eMVa&$(6M@B+APrp;`)-!{fpNbIJTGMCOAO{{Mb0H{bnTX9t^ z(Fwvv+d_|BkY-YuWgIE5q0+-7=ZMZzMlk?OtsOZDPIif{Y7!n-yV5$i-+2;qj%wsD zj(+U=NGVXtO#?3dvbUWv}*2nmk3b(Snf zqj)#s-H%g;T}uobN0us7F30gwXdpGlnL|*=OoXaHZ*Bxj2=|; za^#|EJGiUkh{%0xxgA|D#dfu!E79I%s$8WT1)YsQkS{t<^!^NB7lqdcP#W@^Es)PD z;q(Fk?Zc)yX2w&ba0=C8A3z6JX4){VEk=Z9FW@L3vzoIn%;%y7I7=f@uK$m+wU8h;r8p4SvnQ zcLd=216h0)9gVRNPI|==I^vQ-=0IaGE)uDgRJct3-3*Foj><5tH0yxF;p7NZ1Bz5{+Lx0H*P>P#NcoXzbBM!#c@r z?p-P~*2O?Zhf`nxcjXlX+bojGPs}>UNquJi8KyE$hl-0-ir~sb6lIZh8OKzH+mb>g z*?;KQpWn$hlKgjPS;WyJc*JhBw#!v!VM`70kaP+@R>9Ykqt)246YkuD+0@E_k{(pj zKFdzGxvFOsA7|5dco-qMzWcaTeM*${lU~WCMbgNU-0;_5_#~HzNOeMk`Mev}=br4s z{y(*z0oe-`R-f0JGSNVAi9WD1e) zki{po07Y{9g}_u9xFvUm;m?BJDGVtx*l%li(|6563A1pzqkVt;vq(O)OkrE!2s>*}aR@ z4A`O33!7Jer2`l*^x0WgU%0rq`1moqH6U#~iCQtM!{zN^R)*;mHirLJz)S`5C$AI& zhE*314Cq=AM1alW-cRA=>SdGXK-P#^Kda6R`gbC1F|Yv6IE!?J7JSg+g2J%Aurh_% z@IqowKIP}zolfNd_7GB3-AGid1SkxYzTC=wBgzYCz6Q&Hk%>TY#zLFkb{A!OuO7VM z1dP3sOhQG4b711+UsN;>TI#)*h>~69w>jimi88-qBf_Tx*T%6qlwwXdS2Ev`X*_N$ zoUxj-ul%s)gt-^6V}%MBz2kTm&cTIrhlXvxg_;*L*Vy$F2oH9j%aGFf7T-6D97m)4 zWa&JwW}^!~qSvGN)tQH?oJXXD-1)l|^bBK9I4Kk||I=>t{9iF70fMY1xse4_)?{M5|w zdOan+ybRDmN%Q^Y90KGRpemVw2Ly#E>>eo?-1EVsMwhFowiE_xeQ$hd-zWy%RFOnX zac0SF!Xmn}(Bnnz6fT@G{`cOSxDWr#`zF6_$ya#6RBOjQd~0)(J-f&zk(VgxA=7#2 zaq{h`^+nkorBx}Psi>bK0uG;ZtPe3GUZ6bs1OPic024*lX4)l@PDFy_UK<;;DIQOw z_LkZj0~ZFbKC}DaK9@?b%MsrtGVK4zj^$Cv>z}*C(S%EK0u=mx>sAY)7(f;^di($A zcYB|wN?G44qV|-7I9{k{SA{GmoSen8nhQ#ismSz4J1)WmynS}4c$ded00?HKY;((_ zx}(^!hvz6 zTTkf--AH=&3*f^(wmCZnR6l=Kzxw{J+um|FOZN%9uJ=%@>~1&|Z_nIQWw|NjddA7+ zp6tK7IW({CF(UEhXFwYc=k&&7`lPTs(~s>PCW0v1{yzTSEh)UTrA0u3+t_Sed>@Ov zNymFMOdI8+Uw*v9Zl8;9#LG%Ft=bezUmk`(c9h1JCcj6-in0L&h{Hc>1exlr9U{mp z>GtVEk-D!bo}x_oRZ~EFxce`$O&zVD&~Az&_7>eLYc5kN(mn1jbs{v9ucTGw<@SX7 zStL;bzb%8kP>r(ipm%(5Q-64H!KqMwnEyo`X&uBybTj1ptewJIh7PyR6D{^OD zlv{UCq2yNG9$Zm6ViEgy%~qn?e1u)p=%#@4bIl2av&JPun{^rB1Po4QuT$4_UcbLW zG;+2klmN?-@``l443XseuU1DeM0Zg>RH*DY6o{>JLDRjSZIJ~SwdJ3#o@&K$ye2>H zafZa^06Eo)J_Y_qyI}@TH$Gfk>WuPQDz?ub`o0o`*nmFr=lG+6H@5$4>r+b|Tn3oBl1i6A9 z8v21`j{O4KwX!G!z8t=tC(8r6OLy&AvF8D|*2UX*NhSgWE%5B~TDxr>@ICcsnUzKX z+VC?7y*+DjFR`ROyq%%LbjbG0au@)jUnllx*vVH}Ozu&o@d8#wPXlQ&Eg~f^B*Nga zX2P8IG|A4z2>`4*W7`TOF3bM8*>YHD!?vr=N^l6^mMXiuvH$7Qn+NZXHs>8R9y1Ul z7yw&(1MC)aMdJs*-8ur*&EjIYS&b6W@jW6+%CK>g2PM|H-XV>Q9a@{F4$GA6W?8Gh zO0#t*DcOGWi1`+)WYmRNsu8_l|JY{_F*#)_PwZYuS4L!ezen2>kU~rCcKsa1g};wE z(^&R4_No5UlWmiOXiEz6IzX|Fx!p+svZ!9uXW}<^dfFZ3DW@@ypD>?5dk=;f>Y9p> z#%Lzi7Z*3xkLY)anA%Bo*SgB7{JzqHM#r`mgIif@z;qUl)*s&&{~3O1ZVI z7jRFTC%Sb?mfeiM!LDa53w+d=8;X)^w2UH38g<33Kpz^qk8w5wN@?WtsR3l&Nz{mV z;64)2WzRfNHk1}=qiMSMJ36Y*(zgtKWvfK4_)JrO{Vb4|woJ1nPRCd44P@cuT&S?e zSxAl;a{84f%&yfXUJKwC*;}D$Ef)KY|~H5Glw_Ah($X59ZMW1B?SaEI$xOR z%kNIm?$#9+lLGfr3V1rC7blQ^CJh)zW};G9DHYnq>ap9+QwuER_)<*S31Ibx!bb2k-TJpR(w3{v#X;`yvNPW7+G*yh8-+_a(pfh828hxM(=d@^ihxHcGAG&bs1VxpEQ{ zF6qVTvYDc$JPzquOY7rHCLF@+>X@tUcDMbv{(H4!f`Rn^Z5mz^ulsfO#mMw^R^)KK z@=c}RFCD!p$+?w6vpN26G!OliCb)f)_f@=Uxa}EL{Crv7YH$Sk8!NFyDWqhfaTh z&qfbI`S`@%oSw;an~JVxsm&nh$s2r~jzB+bzA@eEW2 z-;y&ms^8!mlNSt}wmTyQu?d-?O~a*=fSZ!^_M^Q%PUhMX_fUAIEETr->$N0dqnF$N zC~Umid5B-Nsvh&fRrH4;yF&Z3S=wH6KJi8G z)*klNzF_UoP>;}SFck=@k;${xA2(KBE55KHORrI>Jsr0AsFgIm+^2M0sSilW|w5-XSZy z)oqQnb_Dr~TIdpx>`ADwx1rK3ro+c}FTspg1xVlP8_ceiFze^v7-Whc+CjhCBghKer_-~?oBw_tU`e1hH zC2kizda*O>q+~xRPhH*@2!Gzr?1)TwIu@cGGGahSu+;QxFG}ZnUPzUIA4P!FmR3@O z`=R@tzyNIGlu^mA{Tsi_SPbp1-hty;XMeNswqdwa*cl2}qWBj|r8Dw%xYFsv;X?h; zup%kKDfpJ(_m6U4ZnCjk8|P^70Wou=b=GLy4mrdE5&rV5E-+9$fbA3KU^nncy_;F1 zyJ%%F+|z^+!GD!gL-stJst8(C?F`ctgc-{hJ3Xd-%v1Z@xE-gX!PHTCn)Blzgf@32 zR1!O@VRBG*S7n`}$Rl7*xjkVZWT&iJJt}x3@s<2HSAgh!Ez-TX_^X_1L&=& zMLyXS!69;c#2`wR5eLdGbV|9Ou=*3tv<4ePHdK%ARHn2%hiJJfZDfT7mdK7y+PK&A z%kC-<&*ka7BWpKO)g8!H_o=f>mxMcO@F{++8u=wlP|oSA#9N(`6(OcT6B@J7Mo2%{ z8rPIso#?+&#?tZv?Rz&9ijohoT*N1H|ri1zW{VCkTwzx-T75K4v~PkavCa5x?%_xkZ<^2KQ>C{ z+NZ4c{L3-wpY9!L^DOLBHZcVopXCqUDc3#(W8$6^$pN)GlfS zYcLSq`Hp=Vg1-m({}Gt|LoWU~9sC7l~w!0#1oe0enfQ1~!Y(Ft}Sfgxw z4ob~*hJ?Q;njF9gCQdGhGs5UJ2_vZgE@uowG z@tPrT3Wc9Kpmwow^xA)r&fNl_mG}f$BNos{vX-_n8y$*Z=Dn%xRWUeW;{V6Zi_sB! z&fc<|d|inMxbR1Fo>8!T)HZe6aVLFNW-;!PZOs--3%9tB%ko$rW*cRpYxyhxDGc05 zkvo93D4pFXE1qU=O51dWWG!dOUqoIX{XR7aV%6ynAM~u`;u9tz%VqDIFEV}xIqg{l zsmK|HCE!S|Qa~t&p`#6iKD zA;m8B$shl+s2+jL%GlAO3LzW)h$glIQIB-!b@_Bb*iE$g0QZi$mp10=t)wU?6dfZ# zw_p$hirD*6i5zN+(XYGedqr7-lS;KBB(nVzc_FxCmcdgD#roeN46t0e`uW*`S_mO` z&q$p5MenGh>)x#VK2J4W7LIOA_iN&Y&x!j=$JVAul+^u|m4~xR6pKd+NCI92Uc#;)R*l!s0j{&RV(f z8*u1P>Xmaz@h(S@44?w{?{Q{w+VU>}yG5Kp#;QQyw#OTD)(lc~cQY_A9rph`ov9N2 zb!~cC*Iyg5+C6KiX=6NOqOo*=ddysqP!!WbE$Eh%E#mea5y|EZok3PuGRTCD+=^Qm zx7it@+P==mv7qUgMl+~?Rc2gFU0#T6MC=8q=Q$)wbh=CB!{Vt5np-Lf?!CiM?c8>% z$Eg+$X4t(7jih|m4-$oT?ri*j-j)5K`&6O#>+fGR0To@&tZ{*wcXp?nRNa&X-+|6m zJx8flBSu=OTgjd6^&8^8*y)XzPEY28gdU@ z7Pi0AlxI0$DZ)yyaj*act$cjOlyL5p`8WJh+6Cq%R56eZtf3Ve@ax)`8{3sUbZpFL z%MC5q(^Z%6|JF8cav#q1eg2$xWXe2s`KP{Nh(qQ z^E6Sgz7hU=Z@oUPiT{SSGo+fq?Nc4#)`&?O8{KOHvP9=W(fRdPF>9QSXHr(r0|ew% zN>{o?4B#EDu2u*XB|o*XD*Y3T*Sk!|r;E?d4*1Sf%;sSNookoPo?wuW=3>NIcthxUV+_7H1rjc!A{bWM6QXT?PHQ}d3URGxEIBB0 zk*h`u%~srW1N>BA=#z8hV;Ub2wGtWI3vDAq5ND{DtbG^yU5i0E^(8JFWr{rRsm;hS z&h_V-5^^5Ih3{C>)BW;DLrO_G1gn{x!BkN+>(w?E>%N9pczrQ}rzWz%lt1R-(8PG& z9G%9}R@^mG4T>!S{e@?W&k=L~i2Q8IRq*YRKRo#R>kGreJv(=xyuydA%fPRXya8t6 ziWeI}HSmhW=k9pK3f5iW`x3!}?wtoqGJ&_}<4 z-Ysm05PnQe?F7v!J%oB(vHU73M*T*hnVFeY=*qr?Ew4TNgfcefYQwjhQSB)T?!f_W zInPA5@R#q%0BgLcN@)LP#B-`7(=8*XF7GQfi()G#2>W{k3dlyx-FYz@Kl%>rp=N)~ zufxO1B8X2^H(!%1YoGc-2w>+YnxJkPZK7_zC$>K2x844n3<oM_I*3&HTK%LQ@z&1_(_-`P3%{vrPtjUppFAIHbZ(LQUV2ld0N&-+ zu5QKP1NvGE)%~Cfm{3%=NG;(bZ=27J$~T{UrOEK#JC8b%dmzVGU8)woY!bKma5E{q}>PGeHN;Y@bOi`)kU@r(4`vk#Ml zR8zLdR~K^JvB6{5u)o9YUlk4jj|l+mPaGpzhGimnZMlJZ}o+?4Rt+^yMIuGXGlVoP9~p zd>d}~Kd;Yn(gdU`^xq?x;<@ZRkW3{V8UAMX&{k1`C-h<;x5vRiQo6$vv%F--xRn3W z`^uyQhG#P|NYJ*6QqjYyZ*4o%jwjcRVc|w#*T27#_qe+xc5}0MChhoi`*9yiBA!y$ z*eKbcj4K1x8`}lj=^K4!L315b3MWL8j9wHp3yV7dOQ`q}QvE!8UOeK5f=wINU|SBa zIoi*6>;Wp%2m6}B@`)pq?}^1;f5u;dZfGa=ZGxf&iu_(^X>mzPqw0LjEg~V{2L@t- zaKa*$U0+GJ>g#VJVhq}N{ERuNw$gfX#E4^gMkK8$-GaG^M4+P7is8^UHgSgIYsM&^bOP$Ttz(y#zZ?Bh0Uk&1MTR8k7b!=+r+wU#0%1Dwp!p;92lc z=baFKRB^Z@mFLjv6ZMmHG@ll#zyI}n^4Gc%Uu+P|q}D>Vql-O2(g8b5X(Ghv$`PE_ z5e<#kIl!!FK0}u3OHpWJP=g33+)=RKR4L=Q(`U7ZY%V<7t*nh$+_kIVl3G4w09o7y zF0K|NwAVYx#K#HRz;i5~jaG9mkj5g~zW1IdNBmO#ef;2c`@-)BO>Ine+0yATgYxo@ z4(=s3?y-$oo8Yl4RljD% z>yZtgdaWprk!l!4u|vOkdqZ82tUj%Lxb?#ZAr=kuj3aeI$|@38 zGtWuMpHudcEYC$ooo40`VTUvPSn?QRV-|8_GzZY>zwYH6L*=I72*ZX>+`cf zhp$xs`{7wiDK1_|z6Kvgct7i1tMac<0;wv^z6|6kCm1Q+y`Sl&lUJFYDfv8iX42`a ztbdHMNV5cEqP&VXODIn%jjGb$gI-tr$-&`gBv;FwKV z98hjj?dY;F(J_e!g?0L=f+aI9Bj6+#CqX(Sq#S#Ex-HgYl$0-3$CsJrVEjZcCQ4KP z9dD!0C$zWsUMQ=kWC%Mdd;uT!z@9*>T}HT!1M%~!q8!WTu-g>O=Kk@8_12sz^ec;% z#j_wV$|8v=N162)bnhv>;p>mf-v0A*hVTAGXKa zS_Y#bT{5VfIauH&2S>`HdE2b%;M%?%Hc>NG%H%E+_CDBEufV$WEp?nT+kow4^b8)g76v1&xPu0on+49F@TKR(B#3{R2^sQ;9dOgV4s#*L=sv^5zN$ue*L}Sg>@~ zKdMcUTQvxeHNqHtPNFn@6DMzvPeOIX8&RMHQuo;#R8| zp)5Q`RX&Atouvlx$viXxUzRf9_FKe>>@6ujR6gkVv0aq(c0T?ud1F4l%to(4&gO6~ zUZ}9%GBIuajpCe!!V|4qcRmoZ@mT6!Y=M@Q?pUanls;jv!@1*Vfa~v*N6*~#8mS&Y zOf@MLJ{lc9<^I*@OHK~P$|0h2Q2|1*M0>+?#GA_#`RG}CJ&N>eAV(zzS+k{X_h@rn zK?PM?=_k@m5PqdE8@{V~cq53apB3A04ui%cviX_LY|m7^rY@k=0AC7MZVHiaT`X+){ilP%Q!4g-pNNj$=K^cU=W*bV zo!!gi187C=t;+vTb+P`)iaye7)IpHE$zbnEL+pY~|QnO#C`utE`Q@Hh8MIJK219$Spj!dhWC2 zkSWzQUw$Z^jJ&E~5&H`TRnEG=oBnL;2CN-}S*H^4Cf~GjooX2+2Di+mb^)THc7Q}f zbXt{lasy6O)zPKO!AsI6`&R|XRhEv6D^|a=$shN@r=>s0j57((TZ%uQG zsS2Z7Ae~!^pN|NATL@a@ML?)aDUlLx153Xkci(Z0TKSLYQm#+zicTZ!QIi z$$36W*Wi~_6%qoIv<{9-TRwC5A8$jf`X^x@)S&%_dF`SmEac7Pm&Fb6A6h+lTUGL# z^kEtgzB9?11zTX~1RO{P-%`S_kBYplVu(pg^RKfoeHnL8@4?v`h4y_j@?udynkk?+ z%L}U2Bo+G7upTFa*P|P_BHHa1d-Anv7b$CzB^0k={Acb}ZTar)YGgN@GMFHk!F3jvF3dPqunDnkmVw&6wMQRb-wzt%<047kc=vl>`9T+1DwFq4q%?}x)CpCV^~hZ4 zP6V`VlP$MBI)mQAIXtt~flp{UOt<+Y$dey#7BY9MKNrJ^{ln4nkE-pA?%y;^9h#_d zJy6AVPJJ^le^Z~<3u5hclvN_LN%>2Yj$cGRp`?|6F}y7;-);hEVt$?wkXCu-r8gKseA-O_S6$d^8cCQ7bAZyby+= zqj0N+I{&aSYZ8lud`6aoP467T!OqV&L^P6?PI>!TW8BjF!d@v8L^XC?Oc?IZr$xAL z{89_gOoC^L47F7TPhIl$*LwfV5{)8-tP1uRIZ1@7ri?&=esE`%pT2G?J>P_8auvBTu;i4dMx+Dx~Zj zDu$q?pUmqn)VKEe0;qkOlj%0S4W<3Q_>_pUjUjk%HX}(?SqY~K{fMmiEl6KtLayiQ zwrk1gqum}rG$@Q-yK6e|(np^^%t!*cj29`Uc>QksTf}O_AkpYo&rFyGQd%<;|2Y0m z920yD(p|>>M!A|P0|->5I_?+H#8>OlHbUTI(`MR8RzsSu2vb)>)qqC_0V9ROF+m3*>4mjLI$@i2uRj{cZq*$XlUn1R|Y`i4k}2RBUk9(^`v-N zf^DC0(v%kbu8v?y>t|8@fN>b2HM<&uxxnHBNt zWajp>lPR69W#=kOFWzq{wvl>Pc5?Lwnm-FN;z8x6uV(c!o+c=_`;d)@2(5YvP%nTh z#MoDgZHxOfb3Tbj+5B{w~%>Wn_#_oXut3i8=*dIdZl;2kbxDB)PZMv87 zX6WU`qsL(Y_`M2#_Q!xoX|Wh4(Dq_~bAkm4dYOwCOytFPJ^XsbF{eT{cJPZWoQ~gSKU)V?k*4Jo9E)e_3U!?#MQcjfNc7sVb1qPD;NDvz7{P;?+*#78vlJTqQ6Y~Z}#xtLA(nN==!Hb;Pwg;wh}H6zY{f@ zJ~OFm{Dq;9;w#Co?>Cr&kUGWF>pQT$@`GmU3ScX7l}Yx)Ev5GE9_72iihcHKc$xmS zDcxOnD*5egmocKs*m4YaIiTi7$IG_Fdsx(k&C9xwaFlYITu>~^IodxMhjdhN=b5D9 zZch+6*@jVm5tUTl@AIiuTRYwjC{SA2*j)YO>R+szY=O6U+^pAI4fD3S$^=2z!`Rhv_*(jH_!Vc)Zk>$5)CpRMPp{pMZqJgBnhqu@|wTN zHpe$W?)jUE$KlPI)*5J@gVMj>9l^0~&E->$Xz`gUwj8;W1PnXX)!bVs*x%@>$^%6C z(i&#Bq2PrDuB*CK$yDx6q4CrA6Ip1O`vC*+Bz5%qY-OHKfQicS>G;^+zg=h2-`D!% zFSn+`l#4rzf5q6SN$+VV*cMd!M5w|_hvb1O&2IV`?7?j81=kSqBY;Uh9exr1*nSqj zq&?E-XAH7eo%op|7Ui+i<<~Y5HD|`@^9KA*j6hG?*57uxmMY%iuHR<)dX^lGpWENH zvgq|)#CcnO*u5Qg-OHFSz+}=C?WEfc#~5k?8%L%~Pval|3rhR4dvWOpXcMQgs3s!B zDUEJQ{Mr9B?NgoykhOLdpFp$1briSIFjcp?1g(hawD!=-XdC#brs=~-DT|AGVG{RZ*jZJ|&@kHp;in$WUCMR5y9;228-olaffoTZ2B$>rIX!5w0z z$YKIROn8+sD?{&AW$O2NX#m=XNTeFjSAY!5w8a0>3O_InJ-FL)b)sjHcf>nEa445| zKT8M^s9KKt+#n<(fqQXr5Bo3$M7mNgT2+iqY!3dn9GuJbU)%G)La?feG;#K&{XN-W zfg7dxn)UE=u)kY9T!A4s?~0yT2z3ebxYY9L@X^QEfoau2=R9E9&47_l1yR|qAI(D_GrB}QDA*B%zjJ$ZQap{z z;7y>~_cMuuZ+uG>WYbwm3tHMb`6pq{e@D$De5xXnmy7*WN*qE3^cBy|_v<^DGSo#h zSW0wW0|_#;An4_x46;oj{A0WPpPKZZoAG(>{frGIB6pg&XtyH5?eV|FpbY00q%iwz zs@>ASq*Ff%?E?Q~CIKe5#0*AlV;npYLbI3%!()Q9>O`{AX#lkBW@%X^FXIOb`3fA7 z7&CJrUE?*ykYBKx5&drRUpM0Dlb;5ClpQNu=$yzm4M=k4Ux>Tu+ zlvqVQRVxGP@(NWBuA3AwB-tFOW$1EnI7L|&dQj5iu7hADh7M~jl_GWva{UH^XwlyF zdA-4Wh9VlZWqEqIz@lbPJl(xcXBlwh61ol>U0lpkcpUdyO;%RFQRmOWyMKSlqQRd( ze^$wDVvK{orYMg${1D0T6J>cimhm}@9#EhP5o6oB`S%*Hyu^<5Pc4)Kv+L;N~U^SveC( zqH}##Pgp9C0@;1AfD|f%=^7i?skJ!RF3OQ(<6)3IfpXhdmcPF@zE``W7eXd$u>x*k z(j~R4_+a&EXd0l(2TVGBRPTfDWnyxs)%`gSx^^VBjhi2WN+_Z;wZH!V6oXrrZ--3+?a{O^j&^JyiGy-*01Im?%!|of^dz603cxfgeL!*-+YA( zuAu$zaF4)K=n)_BuU~j3I85(tg>PCZZ=*#r*zH(Mz>mHGcn#nXKq6qoazz&0ak8Xd z2_2vVvY`k<%7Q()VeN@UyoIjHYH#kc@;_xWKg{-j+b4$COr9w%u(0M|_{Cqxu%Oi`NY@>f;)#l|yK7y8OtBHDbMh^10r_IuF}A6RBL**HgjNPFPw zd-uoIeb326$Ur8sPJ+Dgzo{j>SqjU*1b0^!!0ye4q?Id?ayFgsn8tG_B>^w7Co39> z9G?N7t6Z3GUytvT!pdMxgoIcVwIm&dq=j^nxQVa(ibVU%kq%XM>11Anlim};a9A;g zQ%Q2`<<=MVr+gBzyCdcyMOVhjzXo#hinKifvFdWNX-4DDzc`ey`CX! zNLx)ES@3SNQOZ1r>>k^*w7dnYzOY8tqRD%9LUI7_ScW}r&mjwg^6@x)-*fy*WF(Lh zKFpT*^z_CZ)nMA|Pq&g2agYnhZ44Ya4{73Uo57i!1jN_?F{?hdHmK^izO#K60gZbtS5=DYm9RzQ zY3~)p1ZC^En5jymH-viAV#fVIR07RBqY@$%Awh{$QT1gxHc_sEFGo&}?`V@hfM)B? z$hUZ^p9e{&4L>(hZ;QnzgpcbrgHY0IuCA^lWhEfR;HU0`x?xGtrf_%pB*(CipT0c( zeckpSF8}t;%h`d{E4iGosGcduDU}otU=ah~+Yc8JHth8V7U9@SALDuteHD4Lbc|@L zdr*`-p4u9jG$-61k-VJ76yz>bN35dr`*_}yFa3>}H?nP_#F=&WWpi_$boKLSHtvsF zY~SQHe?26{nKar6P9&f|0ZwA}Kh-H*GJCbW&7M)`HNqM$9(eyh1>rL?Qf-3o?xr7H zk=y<`w`um{?DgsHuR}neD8*`Shbzj}GV}a2TYyJ|HQ%3#nXCM(3H+y5)U2S?BJ^&6 zKul7i5p{`9Lj1!IJkdqbFKU0xwu!Py3L06f$of;GxMF|91Et@#zEyJO%gem~I)~8F zdOuXiT498Ci_H7Y6i^1}4p1H;vg(2Mh(q3cIAKO@yQZa77t4NB;Nt=c14c>Ld3t(} zeoVD~E(^UZ|59I}mI%m?ZEYNKT`noA#Bs;vYiU$+X1#{zK-wsprJ}B$W}H3tjiMri z{MqMwqlSqZxdR5YP6m@rw(cdv=;Ax|XEaU83uA@&gMeAqD|fIxBo#`U;@QI!?3U|@ zs&T=__B%n|d1PiBhOdk{qg$o8KbmTul_2GL2)?ubstgBnnGW23y41AkEb(?4pv( zXNMvO$sh-Mk1~qGYWL(#_a_1-!GA~q=Odv{RfEV9k_obFV~4e+zr+y=SB#S|+}GP> z$P`Rk8ZM<)0j21=I`TpZXo; zCkxiTS(GpK9#c%=S7$C20VQzIw{_vSM!j)>As$nt-iAcsbogq)i_APUTThHGN(`gH zQJwuxUE$Gg8vEQxjny6O82lU&n}M$lb#)q}(RTV$ylEO6y72_>Z1o$w-G0#Z>D#BB znb%KBX6D(a=g+5C?n0f~^dX9u8?;WAn(IyVqxS1PJ>E0B7PqwzmuM{!xQ4cwXuGz) zIBo~XA!tF7$|KRNq2;Q8W4}3wKGDPs5V{y&xH8*N#2O)HQ*=6f`s&BcLlSWF@$rW4 z@tDUiME4k!H=St@^eJ^( zNc*x$?}t^)dl{MiV`}F^!aP4YLn^y%{4n&E2hTSn**8T4%egOmCY}fq5|kmz9J!+l z+#{t}?z7ywzaCSDq+m$ZSMexjOGd!(=+v#*^v z;$p1jd)PA_c`x_V5`a1(e<4l8Pok|zdNR=KmPm$}?g*T~lfIn-#tqKkqljPv9I->D z7~-mg2Z~}Oo{FurdxUH#Kq-w8{(+3I0KDP=aN(h64}7)rIS_zD6e zbrN`S4{k85^{MC8bFrfsB;;ZIu=QUTRO@K;ELVhtq z@cqrzPlmb&6|rpe*332EH)_D|<4qho=(nTHn`G-2;4UslH5G&=(JFsznT5EGIJ+a} zPY*F}rsd5^*775U?Wz#PH6k6Vg2nsW+1WFLyY+&fB{qeeS+QS5*kA>l&d(Q61SKY5vG#H9Ln2jDHdC@YzV0YYNJ8Ux1{E%y*vxxVr)?$e8bi8m zqT45<3qdXM3{hNAFzrVDHf#{9XQ#ruc$y4H$BBSnZlv>(W!(f*_pm7Y#ERz-(^&eU zfueb90&94Yn}F{<9;iHuivc_RZxt%8NzTP00ujK9FdsIxzda?L8dQm_O+Uc~L-tFD53_w+O z9X!mb#p_S`J6?P{#G86W$WCOQK18;kXoL+hC?`-5DHIA_)7nk9 zSF7Wt9PgnU7K{jX+i3!L!mp5GYF%Z`m~Zp7@6Ola|C+S_`+aazAvUfSe>j!O2}??G z&dhha=fgQv37XR|mLu<`wvfkxVN^dql;x*=`Sky!U+#Z?mYF)lzYTaa)<$*SoY<8* zADgi(x@8<4xZ4I$nBs2U*CHevIla!Y`P#ak-k;x|FvA2VkqUPDWCPTC6rSY{dAsuL zJJ_}hv-g;cPOw`%SB}pCkdM?@oL1vNOfr?~V@b|KLEqK=lS~$6_AazPcRLl$>Qd$v zizbS1seL^3jKr*E3i^|>mwTmQ7E}fZPRTJeN-v|I^yIexnd(nH4Q((nMyw4h5H zvvox?=-Y?uCMtSYt4)DHg6du6(}9)Ugb^ITlk%SI!_3-`*>l!!$EO*`Of@!W$~gi1 zD6+;*D!3HW;6PB*SZL{8NdhEIlEsy)~tqE=dPMH1;ENc{eZ51`@c? zKIIhFmhDsa?6HNz5n(AkxD0z^QJRs7dhQ*lDn-L#I|gM2iZPO})3o+v4D8sSW+UIa z3ULm(Qf4*hb{RfFebaaB97;nK&D^m`JAFU_ZuxNcy4Dd1ke`;i`>P?XMns%;TeiRf zb7rlLin|;z+*6pI{F2|KEV{Dh5rk@LV0oMGmzHh!k<>v-o*@yZvhY0_v69L~EMp-o z=*o!`85kor{Lk9hM^R{2`GyevJAVQ#AjACS9vj+56J*Rb#$AnnfH`C;s_XRjS-nF0 zg^jh}id#PVcFo)1G--OO2Dy!vdLKJXvxT*JSo~Y5k@%-y-bryjEY|q;<`2SFQrhPt zDU-suU~>p9=9dKDZpz1KN|l_}J4;!nR?N%SiMV_D(F0&QB5@QHVy{r0IvOU#1Zwqu zJ{$TgjEo5-20o7(Wp^hBp9_BMV>LJ97L1EEbKrE_Hzm1wvcG_tCpz=XmZsL`3Otc} zo`w{=DR??`O1UbHhKcz*jVoHaZPho#_6q=p=dSdHEanSA3mW*y#MB z`^#iO6SUV_fB$=X96KJx_Nf^$DWJTeHgN%?AQKb(pe!(L8!^h!0HF6@HBH}*G8!cB z@U0$lZAoUH_}Zim4YWXxr&9;*k%;f9J->fkp?RpJY^o|P z4>o&<-~!19%tk1xbF^#hw8tnBb1SZRKhLF@*xY!;;nRUu;%&fgUsWz$rsi&j z^9}n%zl~EURi*Ut?`g>L`>W)DSN|3O%IE+3ZSDKq089L0gACO}2RgmigN4c$%-R)% zlSI$4;BMthRZ4yCu#Yu&K0jdzhpnZ93-qrD5-}u9db~BKU^^$m;NctP08h^1R*O7= zOXvFbKly9@nYcFs*hX*Zp0>i)gkp`W)~0smw~ZyJ{A8nFr)nVq+N`)VPcqe5Bv6zD zG!r?Kz@4*dXjlXIhEdT49B{^H7n*udb2AdcPOhtNmOlCW>+7rFEskfD_T)TCRmi-# zo=<6<08Ez{WlY0{N%{$-7@o|TqpQ|)I|Xz`JW|x`!8jdn`&SNL149`=>C*Ic2AFc2 zv^_SVW)#wo*lZJ&w9qP&h+NnyX9)rPL0MLyMb&hI9#8KAFwD`=YKMzG7*SfsGeyfg z8S21O7u=+@c?D;6o@y1oF*;HBb(2{SPITsoDXFIuv;hVIlXjym*V4|~*m^1!KZ9nd z$}Q7mD9iGA@Z%qS2fuJ>2t`mQKbS-1^nZFeSHMiqKi;*SjPFO>#^co|Odu$<*{0Pa zb_udbZ|!>y58TxFg1msDC0?|L{0p}KcgFp4!JuG{WMDyI^VOBD^c8Gj+eH}O2ANzT zn(x$=!RXsh(XM05)_g!V%9Ts?AE|nL0oa$w516%-be?uFrF^CEKvn(+c2i?`Ke5VY z>iXLO{qZOETQ|I)2JXB$B=q$@e$=dgni0v)9%9S)oBH}@VSb4v!r6q*4f|XmyueTa z9uTxo%t1>mP80FYJ*1oz9x*d?P71VWo6Qz1i!;%DF16jrH~IeNKTkbA2*(o*{@S~* zo_siP+7#i=1vK31d85NWOEy!*X#)X8Rp~XK(TLE!Zj&NIm?1u0> zx+q#~rjW>bQ@LD^lS`j7X7QSD2RVqAJKsj}zt%i^&N7j@7=F^sL83UBu9_jo6sY7nJ`HX$ShQRo2YgAm`Q+UPIzMh`~C!H?V!%Sv|Tkvz-Y5d-TwT%%2u}G8U4_)Fr0PB^9EbsT*iy zK2S!ZohRSb_rK_R>%XSMzkhqg#uz@BKLcggxFnx&mo z?)79E89B*h46I4%uPVniCg=6dr`Arz2lxRm@TSN>i(&qj>GdCJX(dr7N7!(MO6~lC z02@vswLZR0>k-B9VtuQdsh8cl|91*W@N~GC6>K~!V|q#(^syob7W+7^K^vbIH^k=6?HB_$UeAPU0WKKCA1z$7QBvIoVjKezmY(lVaJhTmU16w> z*S={XMyM(p=uFUgcuiauc}f+&5jaj0D_T~DiFR_X%)w>FhtwG_KhhVevnfVwaFNoc zC$zwzA6Y+~?`&)U==4JSDm&t*X|J)lPA&~xvHyML&C-*p=WG>hsQczD*d!D4aiLzL zunK6Gd4U0ANN7MDr;T%i49PBay98&FYUOD-VRLqEtRT%yan&`_X&}XR0JPAPy+ZzXar6)QZ z{qX2@^xL@&!w19ibJp(j6SHv_cv3uOUq8Y5tSGnA*&#{d<+Hf_ZS;LI=O*#Z~`=0Zk(HJw0x{F%s2=+t?MaI@Pu%8k1oI4ura`0bA z(4C4~g#QU(x6yv42C%QCT)CNtn$+4;4))+_Q*J1XTEE6zm^!USr{`Ryu9uTN?c!L# zwD#iPm)_K-XgZEgI_hKT?j6Z*cjeA*%b#z(Y7*}tjEZIJN#F2r$SBN}uDhi;ecz(g z=k1-2+`B#A3tjZz?jCW@y57!FHe+OYxeQ=CA`MD%@Tk@N$gjWAlE#-qi;lS2%Y_x( z7J>ibbiE`JGZYtnXK#z@se0_a8(z%XiY3T?rbV$Mfy)^Tf{l;i?;K?b+Y>mD3?Nzo zAYI8E_*{6jEtbZoQFA~)aXnW(ZotmC{Jq)NSpXgUM?kMLM7WVP}b&3=&6 zO}*HTaon%U1Uou804|YV7l64Sf&g}8r+SY*Cov?h_m8UVm71U15w?W6udSK zmP%m{$+1eM-s{w$#tGOq_y7gvhsY0PW5`bOuk0Zq&>gC_zmynrZ=lr-2H-e|Xa9yQ zz8@9H_-Sa49cqLKLD2P>a;tZQ^!U`B1l<5YZE$Op*o%K;OB z{-7=I6$x7+V54Hh0tmBzA{ol}Dv^odV%Lj^pYNp3Lc*=6%of~ph2A4fir*O7-tn8c zh~d{HAa;9PM8JynFkVl@IIN~+t5ndad@J|ItjFX)j%8?S?>l`hRlt4b26#vcfV4eZ z{Q8q!!nT-<$egXc9n9AX)#IquVVH-9z~U2b)iT%F&0LIB|QJ zBQMfmQXHd35!71`*wtZ_U*o@`=pd^nK=vhXzcC+k2_2TUp=NGf1 zi@6}q%oo#IqLVkjUeiAM>ck;KPovb6{#pkFOizMPs0?*Tw3{C+)jC*`@X2+Fnpon@ zYPxU^q=lxMTVLSgW@Bo;KfuH&(*Ristn?gq&F0WNjy%Sc>15Vm&_w5-o;R8U%F~LN z$`V^f0BnTCeU0EnL8#GC>70ZB?jUVPOxi@(OI$I;5jQ$itcNy8wg|4YoRd5cB^<6j zr;g&MKd%A)XB6)aTzc_OHQhm7RrQ9PMlf%%VL+q`jletSaB{$k3S=F5<9lIkijB01 z#>dLfY2T++-t><4f7yRuCv-f1k=R}LkHD^Jx*6`I6vr+FXU2iQsJjQ`whr#^U$=;wlmA#c9QbSZ+%z@j%d4+vnbRkB@yNHyymUX3{@;deX~GRo5O^T_qbkj zQH`vGTEywuUHK&2MshG~2=)&>zCTls8@0GFhu{c&v}yR_Zp-Oxe(7L1P0%I(dy=Jk z;m2w1d0Rg6TzD>(@ba}p_G0Tm=k|Ch`W!iKd&TC>S@G8MGCPYteu<}6hKRB+qN+*V zjhft?Miy2oa~2L-UhME|3AuA_pU7rs*uf3}CqWVtN%u!mSp--06m^YbCAoiedREi4 z#!R>|nn^wo$gwU7jXBCx1_f|KoICmOJPpri;x zu|IMg_BVl=5I@#{$a43dTYY>h`E^OYPHs`@)B2%cniM~*8k(iluE^=J4QAML7MTKyuG zWT!g`B^TRC^E1vD42;ow+39GBI4ugk9clh&YOgr>;Q2&8m>S57e|YdeMrxd!x88??6Yb)G3E zzhCSeH?B}7UBrAW9F$|cJiIREf^^MDJc{8R{(}ix!Uy)HeEx2~@KSCGOrmgK`rC|u z|Ne>-ykWDJ)+=9|EAd>@!9NC*;=t8IKZd2ek`4*wrBBR5yPRxg>ikkj72Xo^ zSV-SJ>b7W!a&8M&xC$|&Ssijw7`i2>wRgDa>XFInC+;dW^UbRI4(%IsIB?;%(%MhO z8C1w5^rILA*ZKy(62-`F8I0_eIBj@jXKtJ@v1^szw7WQE-4ef5o1hBbya)XzCmtsp z53VG8Puh4!hYFz|f>O?Tft?<;YPDyFa!ICOi?tuaB#BAf7YK`icdc}&$#;^!Mb<-)fC*C^k(v2gnrdM54@>`Gl zX_QhDnGjR_-YYF5f?VUCz}#9OX+f#~!k`p-LW zTA|t9KsiIl-}G$hKgB`b$%gc8eh(dB*xaxmd!{sPV6U{4@gO%}Ml5*5Ot1~w-Wmy8 zHOb<2#sK^?D>Wm+gv`P;NOqRo7LovC2Odnyk1dgaAuSgIn=ROt;C=r3m^!>JDGXSB zv!)`v+`J>*hzlT=Tbs7lK}A+<7g(4ZwAEocx;ZjVe-B@>{U(2Qjn^|i8J2N63lqX{ zaP-fN+jGnnH{+PR346|9kE5%E+qYl+e){2GzCfxYR|0^E{^1&`_A)SQ;6T_`^_(7X zSZy5xZMxImQa&%K9*5s>{u9+2^F=l^IMve5;H>i{q3!wDt|6a+CtZdBOD%c?9q?Re z>}T0k?beFQTYZ&>mu^7y!2iYkZ;j35wNF0(->rAs?|(mQ-l2~9ex!)^qKtwFd4aX6 zoIlp-*Q^Q)Of>&fbTV-BRnNqn6!cCq_vN~VC{m8Z=pPG>V;1e!iunOBA7<8# zil4r()uKOzq5}G5(;E`Dg8QcjZWNp2l|=fWR2Y$(-vPQh%@bM^wce_X%U@hzDbUUO zb;n%9rGB5lB}^Zi!`dwu*sq%)#^3D`%Jtj^iO!l{*VR^UwV+W)YUdeZ!6H5&YRCHy&8=#8M8SGw2b* zu|f8=s-VsVj@#aJA+XP#(`GKp^hs9e8*TMB@A)C4qsUQ03%@6<2AJ!WnF6t=kRkwM zeq2j%B8f(dIg;1*Ocf}Vt68aRz(9hUYY3wOm5EQA5S^4!CacZNY6U8xB2(6iR@KIt^Qp$DM6-urZrQV^$=67Bny>B)n?oyD|y!jGXM zwF^8u)1wu~S@Ds1--I1wX!CS#aV*ZHcnejx#+m-WXK|%_`(ktk>m?TwcWzy)>ScH+ z9~WWV667{=F}rVzv&^AE4l0c__5zw;P49@u)uu{$NC;=|Li_dUu=+01d-L@CEOY$7^khKCD^|uiO6L8Up&d;(z zLd8uD_|_&{1uS1I6FNksmN#KA!E`8{ORDFe$D^oVpvG|N#&${}x;;|CPFaY$-C=+4 z$h_il!2W(5UTj;}6mX>poeSw>}hw-Ha z)Oy*jXn7l5?1jgb^i~mCWU-DNc1r=OkIL*|mdl7L_pmW6d4gms{(@$C5N5sm$PY8jBJ(u=C9|ret zeHgs+$9aaI9L`W0yJ9zHM(3~lo%)H=s}%_e?5wEP+}BE;cZR(3WF}p36wEDsUouiA zCXJ@BF0lrjb#{0(12#h5?cP@sLH84|N!HSLT;A_k$JXxV&J)JhuVO-F#|MV8m=A;# zX|n~|qVF8j3x0JGT*4)3XC!sp0y+>UcF9olJ?&{=EDg@pE1b9u-grHRkD`~&j9(SM zhE{h|2ef8@4Pzw04|!!KN;>O0Tu$8+?=hi5%oz{ykNrWT6{)6nQ~-r~mrF?;l{byX zZnodCRvmI~v8tB4n9w8vlTnA1dPYcTL=3E0NE0P@qrd7(rRiaPy;*fBN*~^7CHtX+ zc@ItFSAQ`MA1-DfE?os|drP3wx2Gpw&(1fNEg@EtzMGrh^_cZV5?!LrQdDHx{mg=0 zQ$%*ipwVX{Mf(o>!7#ftEh#3e+~`h(W-Xh@Pv`C!9rw%>nVmGZ=9wt%hHdIu|07W@<$keSulf@6aP$mjc9<B|d1UU2)Te&W;A>v0-B#*NdGtiGs-__o2LLA8mSqpvkx%>AMeemKt$ zdSEvCVIapIFa(duS+$<8qKmboWll*+iR$!8bDIGqEH(WJSA?02ci!t>+kSC=`l0Qj z_NIYTe@n^G(g=-^xYpueX&MXLB>6^>Mq;&R57&bLOMMQJcs&a@N6GB0>Bz0TWP?;= zFx}Ye+t^Q)yvLz~lha#dkgxC@s>_^dymyPw^E~32(XdsS`_5<)IWop-F}K_UNZa^r zpOpJ!_?QZ+EtG}obI{3H$WcfEwOKTzmeg4Go_z=vWAqcn}QdlF}32E3$tOM;96%d>a$}+kF>e zmcUeIV4V%<+xNVlsbrM5MP`NLrF9-HP|arkh&OV(!t~12|B#7(Nr6uA}kw|2o!FBNYaK-dF?#75SU0 zzTm%3GWo)4vCQ@nPP*Dgx4sgTQyt~e*BxD*ee2u#)kvywWNrcr9=>yIQZ+QSW* z_m>Q3*S;_k$Q|NGPldO}2M{VaX+o&2!o;AXvrhke0WD9R&)!^YdRlw${s{a3e!`MC zup(lrs=dV_mRs(N^j#vOqtl*CLpN8TLD5uzaJ@w3Kx^FRbZ{ z5n>0FMW_r2qLDWbs5wb|LX?>fGnw}>j^gv_nXO<&y{KCMw;$D;+Ksv6Lrk4>EvQU# z?eHrfKDX~L&aGg&q1a#pEW&i?#t#Jy=lj{rg$+NpRD0U;)vv2SZdo-esXDzByk+IM z1PU3Y7IKi;w~x>fGHRH4_NAc=l%Z6TT%lieLn>Q0j7WR>h_;9JO;<2&bLLd|z44-^ z;t0n1@`n)J+azrPW;d$l3D9>7EBjW?(L^^&GO-voa!L+GCd$x^q~?# z%ggiHyk@C$O)?0 z^QzITsKu{~V5Fg!K68p&#{|5_4~H|2PsbsJMoryPOW8G5Ko-b~sF8Y-f(UK4AWEFu z)Gggbp2@Bu@^lC8YE>)g*+OQKNyGf7rkDIHy4V~O4%zx>m4{s2v5Dvaq1f1*d5 zCf^!=V1|0L^zACO{Rn^&zp$9^NN5>Agt`LM9Y$vsSYln~CZEqJ6v$N?$W-fX@BdUO z-z6!(s0Bwcq@nZ`qGVsc1SuN&5*o$+$Hw&~B zXKIxIN1(UIEY+>BKow=>G&Q796gjt*Cp5vw=pku^M)3FHS(IgIWbVs$7`L7(w52E% zbMGT7PW4O1?`L8EZiLnFt^7Yp>iv4k*)J!C?Dv!X+r+>?9_28BrD??}=TEbFo|C(R zLC;jlapTaI>ecH(YH+ zu5xri5k80c(Z8djotVw2oW-Y}LRsLpcel!*nFJ2k;yjK?3fJQU^@uj6DR{x1_)Dfd zXR;f6vv=cUP*{)#PFUqzdd^#^{O*hAjkd;kIKVCda*cAHWrUT^9i}~ zlo(%s0uR=*(;o4VY}cc^KHANO43^`{mVugO#))@k0+VR;X8lxhsTIP9Y%+TWyX0lbmA{s=XL40vGfs#}ySE2!IDzP>h+CYvGt`fi z{jfRObZ=-*tQ@UvP)8wB;w(Pw3{t-IMM8+UPLf59B0ircs#n%IgKMfB#;a)x zYXQ%Uv!=#K6d_~h`bVo-9x}+usCp4(Wawbh=+glDu|`^@hdtPMd@P0;bXoDR9do(- z)zf%CWNM|SDNPD2{QCPTy?O`&|4fnFM3Rqhc;p>5Q*jWQSz0eeA6cTa@IIl9G&pos z^n8Dt$7h(HD?Vv>*}x0ha&?~vyO~~IMe`8u0a)cJH^9WxSi9}W9fBuWi=8=V(^utV z-ge!c;MKC1GfWt%@5Qv6R%tv#`ab^DPHGGl(vW|ZK2$@&mo&4$C z0&xrFGCcadA@~bV*DWhjt&j@M>=RBhQAdTC9j^SNPa~HBvlL~;WAm5~C=O}YFNfuo z7NQVknjoOnY4DBo4p%yW()2_WX-Q1HecZ>L3|?sEO}q17*|7gNtZe1<@8`)+*uWK) zOGOSvL(^)(PF3Bjt+`(kT{awoTGce{`1__UMhfW`#tw|!9&NsHe>wIU^!XWJUTBy7 z(&t*&jT7CSU4@-Y`uBH#|MXKw9ub0I1z#qIJS5rG^xmh~e{98c?h1^1bbeM0(9sgB z#`MK~$EyR*0s3;IaY}k&a5gwXH$Es0mNb= z^-K>Kmo8*tW-3 zSu)xtL}fyhhybANn2B=Y)X*=D%`3G&INsnWO48gPwoekXi~5;>nbim+Dtz#) zSFRltW}4DtZYZLgsi$$W6bDs?BNgQkih$6t8f;WW{p~kNxTx`y8GWM7Hv-!Iei#qC z2Y)VT4-?p5cg`m~h-4uJ z_-OW9iC}zGt1BFL4fHfUE=K_6@!6&Rp@(xsU6Q>>-gqq5Ue{*Ij-nyWg&@G2K&gqfhh_# zN2y_;+qg{F=cbE&znB@c)bJ|r0Dbq@?g}>?!6t)m1Gxlzjd#04_IH7GUFUhn>W=+I zGoYXb2OXvLh!{4s^D$q=|sPZl$%`QU63T6HR z+kibx1KL6vEpt*0_jV_yA>iE7#Lhy3G||q2vc|HaGuxdmQXtc#_pREBMJ1g0Dn~%q zRMm?PyD=bLc<0d6MQDcibH#_2Pc>L|Y>gzZOhq=?Uv40QsKiGXcIi5`HuOe~18o8z zXkY^id7TeR_Yc2`@QK#M;9RVw_rOyVW!bp4XY6|8Qqmz72VUz^-Cq-MsXi(s+hM|5 z08~GHH;}``flimsQK~Ec#I7S((c@SAAg{i)cCW$|Z|>Zni;X77s+Fc7H{sE7jGzH= zXi?%~F8@=YT~Pry??Zdb+7joVqocwOhDM$2OGSuT*<5d#{)~pBIh3!pZjZ3DKAHt^ zYj#d3stJRo)77v|J#n^mSf);OU6w`|UT_N~fWov~e17q=H-Y88uu8(FLW!oZHU~s< zobJ$iJ&=3BZu?M96E~4irbc+UrlQSFqMWePo554Dc|m zE1``B;X}e7ucW=a4z$ygfSJ@_nAFq{J#IXI(PkZ?rWdofE$!2Hey5gIT#*0q9F1q^ zthM*HP>xkBmw>1hzYe{UVU+DjMcIep{NjdI8aTniJyYjGiTCgF%+~u`R%ZHB(2ZG9 zE7c3Sq`4v~?r`Pi1=|#}7CJ-DEcdQAU=;B=`e3+*+rE>6z?j)uP`}>d zwT}~xf^VMezvernvdPtDhr_RMHZzJ+H+B0wUO~~}S0cW{=lp_mD5Q?*wHR3mWz9E} zdXCcjk~m7{W`e<| z<9Ov{v`9ssh#%>&I(}2Q-L8bm8^tJj$S?(ek3Gea(wDEpK2q*dsH3=ZL}56x=ry2`Cw!7Bk#2P5U}R2W(tOSe z(ChR8$Pl-n8$`t=x^5{->?Ry;q)p5p`PUrs;6=E#JMYLP`kH>6CLJCiLa&X&W)i^K zGjtp}&HU9B2Bv%uorDz@v(xP@#N943%jdaGq6hQbj4tLqpb$!Mn}7%Wcy%Fd4LPc~ zJ#>RcmVGMX?XT-ke1E-lf1zk0&)_p8xg6B=x$od}-*Wi7r;mHz#5`gOfxB7|29t!d z?Sel(#lXgkmX$X-RPzPSNapXsAesA!WW&UKFj5VGg6Jdg=CY9UG@8!wiF}SKJItY#pNb10 zjaQ#g%I>>V*77;8J57xZdd!9kV&_>rPMO2L7I$IPmI8!P zh&9*kHfUZ>irH-w7N0QZuXB%O2poav5gQ93*Im8r^mlAiK#kq$a&dX$*gaFGnLu{0 z&Nz#pZ@bPm7kHWDqZOXHN%e|kC_f!6UM$eLMadN~zbYJ%_l$==onTN8bgLO-1+B;l zQK{9~BFpHS53U+5li2t1wao^#@*%oZtQvtA zT4Pq~u>Z_OMqohbre6FLja8%&qen}UrS2;iK8qnkZDC+*K84_+2s4&c9kPnRBdGl8 z##NJCDt$*b*DmFY-<9{J1~Ywq9bmJAeX8{S@KaL`*)g_dNAfwR)(j(wKP$e6dRD*N zrrLTd6(d0Q-km=il8FrXI9=37?=O6mB~rcgroz7mVpFn`P!AtKfcka_v*Fh#acp7Z zI)MI@PEQvaF#*5Q>)PonJon*8F~9ycHvg1wjv%)u_fL*bxF$0(0mu*^vq|CdLS!LT z8HndrgNh6_8Mrlj;_IJ^KfSR!m2Qkw*8p6$llxXZ?d>T^9|(~}rvnVcepM?A&^sWU zL!auayDSBNeLHnSM8&%&iUoTW!to+C{k1`!Z=Xl9zMO;;oiu*Q_x*WDzu|gRGKBP> zRewEt=-q>&jT9Az?D-j$io2C+em9c&gQq3iK+|hjRs&I)B-DyzkE@yd##VU{m+Dke z!b)L!(YJ7Fdp#axVx^}dVE1^fq+m6WU<2YljRrdiV zL8&e+Tmxmx$!WA^E{VR+eOeX2r8UQP5=Y@t>t45v8ouAq9)^}oCC3+uYyF_4jdDK{ z&p+(~A>c{SDDNRNt|>{U5)0t_+N%#GCkMKzTd*fpyK>OD#z=_PdwWkzDO+6A>X)0Y zFgbLD*$7%AZOE^)5b}#N$zx}$R9hi*Ruc!JApip5NtQ%Um7n)`EVfGB?|8LquKV(I z-Wz1R`pg@xnaUy$M-0i%v~?&9_+)4xtZ<{a{QTeOeq1g~y@6W+v|80xrh+|*OzOS& ztCh29tjMfyt%0{cI5T>`nP(;NM91>eir9Y4l#S|s+USpGX~hWb5}Jfp@%bpx>xSGi zbO(*~;`+!aF#vzrqI|eExCv}t%-Nuu>nB)^0ium06&bJ}ToOr2=G)ttdjH%CIxj_` zPS=O%tI7l7DJ^Fk$FCM^ZJ$^WnuEdc&z?qf8kGuWE1z|oA30w-w9-tsh2W7qgK2Ke z6vJz&!;N}OP5pG7`;Wwf-!qC9Vt-F$7#cob3ru1ImtC+H6F^!Cv!w$PLjP@5n^vp; zyg}@w^=QA>Up~o{u*x56cTSuIu{|_RePJKa!jlhO&#Vm(u(+fSS<#I#qk$+A+Mvr~ z{jpQ^3cn*{V=CxZxT0KY-Dr35Qac#;x)pof zn}6!t0OQw}BEljo5jMFZ)R-c1^$Va>O!9U64{j+Ryig`QN=Z&V=4lhDMouKr+xK0c zK$TejT3qwHKN}Ts)Qh2nTBNi=dDE<9d#de~!e=m3sV zJ3LH_ykQv>M>`KN3M;=rK}G3J)nkG`r)ash7_D*7XexIC4&^S6aq)Z-OdGBin#J$9 z6knE;tDdIPvzcGbb`|L0qadF98E_VuW$Sny`P223DClg{>hSNcUDTW>g8RRhZ8I%X z-@jm_$}+!yI74qx!|!X?H=-{ zQ&d^wG?>qKTtxx~vecp3Xr$`HA6~bhlfLByRs`TbHmRxnJ>^m3d}tuK4A3>`KxYXg z_@r}D5>1p)EMS`B2-k~qmKB8Un2}7Bqon%DjqDSTn`jX7g#?4s+0i^(S$c12m;9)W ztL61e^Z<37Yj)8^r)8n321h$nk+(olt_;(8xXg>*L7Hx3XF{f8KVd!Tc%kc_|DHgD zm8QF%%~Hn2H9moAwl)tX8S|j&D7Nxx_fFo@mOlYHyVGzE#4WM0@0$ygO{JYQ zJeHMu7mUmd`J(KI^nz7R8b|GeoRAXI-^SKI2(d{;>P|(bfvrxG4rG;Jh0j{-wp6GJ@Cj;`_stV2jodG_ zVDPH*s3!-RFbeO~eGG@7)7FG~9ZsTbJ%w4e>*NS?Zh7H~M;5d~^=kUc6&Ps~$C%e< z9u4*nLRyzgscf4E%Z)cGiLvxoV=M#|VCvf5!%9~dsW|^s96lRQ$L!Ffd8%nPEv*`o z2c`7xlqKWTC9UXkb-;1yal8BXA?&Y}l<%J@mzJ`#p_5jFGk04Uy^Al0&WNK}_<0y_ zT{}~*<9moVGG5JVHM;NLA(7%@}F zT98$bH-cL+n}g=&j^VJ|m9Qd@KXbG1k5@k8n*BlgTd|m>y^1q-JGwjpPVkjFNp=!t&tm)d^ue3&~-ykWR@| zarn4`e#D{!SdoUXUCpQ^C4+Yr@%AFkp0z{SCIw3R?p|Vlox=UL zMSaNDEjiL-^(}5G))5&bzou4a56v$T%4q+4eYPeX{c@^mzB-fep?H5(KG;{*o7Fg& zA&+ya%qPk)ZiH3Q6|ak^;?um@CEw-KhQU9oEX&|vgqu0guAT779Kq~stfvNJO=Re6Rw8!3;PoJwnQXG%LhT0RI>=XYM) z!Bg?(XF>G~=JHAvIZZT3;vqfWxUT`2?oB&3P=w{tGFZ#)-raBKk%-sKnwIpqUB5q? z%(A-;rWi^VE;4BLVdW~8G%cL**kv;weN(|4^ImT;stSx?+fnD=S9vl}t&3sz5Rda9 z7nJfC^$lWi;a7CxU{!LoQ8mqu4)@;Fzm-UEtXv3;CTg*=5qgim;U*p<+KwldU1Mmp zMfp^4+}Rl1dn~dntDD_@P&m;cZFJo>e>nHP|7*IfEuoj1x2?UY%pq=QaIoI_%`AAFHq=-Qwa_6 zeW_fiBs)$QR-#xKNi`p{GH0%w&8Cv>d*h)Cx#{Mb>4y031wbl0FHIV?B>56&==6R_ znyTo1@WM7T-S55-ce4n}F>4o7ia9vU{B1Wv^*#JMN`0`#r7q&&nFc5EJCk&%JjkJ+ z-|=kSb`ZK5L5!>8Kz~v^OV#k(eEZAW)SOwQG}fA5$||>F417^$Z^Z=JVkhtfxcHI{ zL+o1v(zc1t{uD^k({>CGJEC3s-CWLoMdplUAq^#~NLxO3K(=%(h=wvt<{I~hDtK%f z@{#EEhjg83L-Q1ML}dp8+)A|AKx|&UwhDz1pFD~-X5{jaES`qB1Oto90zMw2niR2} zu~N6G2g-G7eDlALlT zi^sFi+AiwTx6S{d)Y^m%^n`~U%VrFw&S`Y-|H)F-Vrj0i?KDNG=na%JQUq33iXjAf z*y|fH8=e)ef=*~$rU1*QC=2i5LBo;E86wR+t|V~;F^0FTT@{?XXd%c{dvUn@H6wm> z7tSDDOM1hKvKNjG;IR2Ri=@C3s?$8$kTkaO z;#5s-s_}lKu@H`)V?C z*5#r(B>Sx|XqvW&4d$)ea!CVYysQO<)W^Bz%4ldje|#}VCl)UYx_>I`7jQgN*p+=x zw!dJMz74*XuJw5o&%NV0#y$|}f1J>4_&&1_$1R3V(hEhOU^wDYN<56o^IS5oDV7Ol zFr-%ou;~7-^42lm=I^gB-d##4u2i^kFcam+-N$PpOa{AspSj31B=pc1zq!C~-se`$ z7}#m*smbTmtJ`eXr=4GVNHsC0;hH(Um_dS5-@aAfg3W@IBuZ~HwwW_kJ}(=^&dem@ zuw*C~Z#wi(IJQJ0-ik9P^vNCAxQ+rrcBAp4gZ51YQ~rQteOh+0B)xGRt;Tc(Vu`ge z^@k!k$?ud!TbND=$rK{JZgFn4XyQ-g0^v;NOT;}dk7ddvghkSc&cL?W-OcGO^*|Yu z(?!GgKL^U^|2a@Ht7LWQsn8eQGO63^2x0AF2HY`M3lj(;u<9k7eT^7=d4RY(+!@)d zyd)5}vi5RH^@4FHT5uuiw5zaVQn{%pz34q4|9d_Ps-e`@*f;FvPvf6!zF6}~I=bI% zI%z*8l7J1?Iv>;5c;?3WUW{QL6%u@PoVJ9n$ip#rbDiFyklBa|#=5`_0&JdyZzpvo z(T7Ripjc`yeUppJ?zT%cFh+t3@s#7iOmLa3Nr-4Rg6!g&DF~6es@1PWKQjF}%;bwX-(K&O&E;Yql)~`hY1wD5qa#xZ z*pqW!F&XTX4wEP|l)0z8exDcaIt7URviVC*+7kIi+Rp!pn?#B~O*12X)O_G5lhJ{s z=RL9+Kces_TAif!oeIz~q_c^rJ|+QfhsiW_1oGmtTkUD3=%63BC!FFPHl! z47wsSJGLuI=inJXlB%ptlyRDL13V96hrS%R1&C$8{scII=17io=b9DQW|ip@@S&7G zMoKLA$1>P$*m-Uk3hD7ikqg`vBpRpejx+|uiWR2J2c&(>HEJI|hNhS6i<^W~BlvcL z8lWMemy&wPv*zJ1hA9H|uZnNnc$z?#6xsK7sZU55MZG(+sqQpp&FZ1;=gY;%Hoce-yQ|qHVRqA~w5nKZHYH z9h7Bh8!D{$xe@&Hn%&{IX`iJs&FT*HbwLgd1A0*<7#4CAnwi;4Ly>MIHIM0}IGhX! z>V1|0UO7LWj}Y;!V!U~EYhl}6(fHID#+m0yB~UYGHDKAa^rQ2`JSdGsG8Op7>pMoQp59Yo>N7*2UJ~yF7Uq>te!%q zif}6>SOu%hA4ztjUh#Z9X;g9CR7>h7tqSB%E9zFE;e8H;Q54d&F~Y(`_mRxKkHys1 zLd*4$1-?7W&W%dLh%9gd}-TUCc5_l)IrJJ{=>hYZPHj> z44OGe4&aoSQemsxOO&G<<0nNYl(7xk`7cGd&Vpv zOO4Q9wz?Lj_!sqK#d@xpWIejsA3xcSaAJl+gK_9#RJlLFnsW}&VfeHd77u?sKH&m! zoRQ=xO)L}`W|d9z(1Ecsx1Aw0p-qyG#eeP@gXW^24@UI6C8i;JD+N6mtraXKJ-J8j z2VTB%uRX_7S9{1z1b+~2zPbm`q26JztxJ6O3N(SmmscR#sl#|S1D;5ala?B<;YwDA~Fs3dP2YsNekSg zb`F21Tqq7dJ}b6Ow2(5sz9<$PJAYRNx z&|#McZuQU;-oF)zh5}$V4nH=hm&@R)i1vZ7J5PiB1R1%hl*LR6_EUd(YLSOy1*atQtKe#$tyi5+QJpa}ZxEk`X7X2G^R` zRq=bJ{++bT706)&{)3dAuzWR<`jD{O&MhHGx<>EZss!WmyAa_zK@UoO)N3{WoM(ZD zPsYNUeGU~y{S79Cea5AFXM%0Ii|k#t>y|_F8gA8Uz0ecd5Q#BvC8S#gIg0E`B+ZtI zrCTXz$x^|K*#Ie%Zv(qW6wk|5!$c8ox^mffKcB75%McY#zd?bm#dDUjn+leF`W;bW z_p)$LXbZ=2V{DO!bRu%2&lA@pe}8#$GALRoz@7cNwYc_Li=K|Dss%aeR)yPgt>9R?5v?t9hE6vOlYPAz6KJVnp#6NUw%u#KazeU$vh>i3$0B@> z?z>Kf!60gx>a2kL`qA{@hPLIgCs0RvKJe1SIv10;`ChpY57JdBN-Kp%rR@H|a@k{M ztqLeU4C;n0QGA( zJR5piTS8ysQl<4upuk0Li>M6*88P}P%sk{tM+Z|=k%|Eicc0 zn$p(nqPZB=Rd+pk=mn8N#|UB3r@iPqBEp(>Zr=Ym$5ux8uPAK`CnoVe#;k%xI)_ra8JHc&P(wq0U^N(4G*m?B2prtr$ZS^$Gv_!sdJ zIvh5Y4e=Q4;!7{H*BJo*1m};!9QPiQk?mXJ7?5Ro>qMh4I60a5z@7N6tZ&Nex%$x{ zCxVq!x?@e|$Qj_zBs#FD1D5tN|l!KJP zoPV_YTglW`VrVunmaH)m^!K|)iF5h;GOa8OzAr1z<4>Br`}Y@S15}bA?myFk|I1}g z>F!UJ6b;q3LifLvX8Gyj0_N_P51)2;0eiI1?tZq`J9zW<=d(Arx~H1D3Ihn!7F8wl zZNC!=KxLe3?p~@X>;Iw!$kPVDcz#L?nM7-xYZHMfgid-+_IEY=(G9uU=tzfZ~Bd$Laf#m$POEDOxHr z&5f|P%iFMoTB<{^WMEOJN= z76YoG21(lMUB0Y!T7Us&;=GYCEZS0kq)Gr*_ajCIVc>7rEh|6%K` z-6TP_bhm`k-6bWCMoL-`q#Hy)5Tv~KzCS;G z@8f%1f5P@U&g(kQ=lOV8&<&{)w8m->047cnS5Iu$tzs7(sVc?4VL{hbAGh9Yb;vp8VYhN7itJ{rh4VDkkzf|g@)607(H zl<+6Ex((8*1W=rPoSiUT1)`Bdy$JRL5Ryck%AH!_?h3_Wa>xUZ97aQgJgv}tvHNYb zJ2|L=Vf1Y}WeQ=xx=vvuFgF92iNd&LCJKxt>-N%q%M~V5<#YQEvb_-So$|Pr1;|hu zZvpS&K@yS`k8-7CSr9LdghYwjQ^j{!t7ibS2rJg#xSX5WgI+ZDFn>pyPfR&7nL4SH zDRDv?W>{Gx#pM!=M?1k~T9+FjTD;d3ji z5THTcD$yF@1$4>+&&*xCq@;~EIZ%11h8_x0C%rm(>=pSG?xh zpKe~B_%TS8y-bElJz*@!4+m)}?3IPGrBc*-wJBs)k!o@VeWQvXb-EkT_4k&gKeZZI zr=S8Q9cx)ye@}vmY!I4+HUVM*b~Sc#Ey*9$or=|Dc0R-c zDnp`xuD}vF*xAg!tYi#BMit-(*|YB8D`c0j*SQX4Z$fc)wh444@g+Phd$D!+k|H*M zj|n0%foN>3lCAUNDmb*B?gi#~_H=2HrDKnaO;4YoP$#+0RIwyY7YympXa1y2(RkKZ z9Ks_(CVZ<<-VIR8n|x6l>)$ekd7^pbcWuVOPiWjp$c5M*$QFuE&SsXQUh7OnO%@By(&}@xluNP-nqCY4O)LK!%P?MstL~P~J^7ZWyt?>o)J4}Uq2Ef8l!Y4gCw)b(9?FllatQ!eKqec3Pp{bZQ z_qLt!dWT6HpvElB7yW z{V~@W!7enj5j-No5=kT-7m5I|8^8y*$Eu-Ci6sMaSD zTZ`Z7$$MmvlX2+B6yXPe7D-t5{*|0a98ZcOCT3w={XE;44*mo=yh7BDQ+hDXM`?XR zSAR$#h(p9fGH%UGEghjd!W(DoQ5%O?^WV#V7<67*+E~C1|D`|-LR>#weHO%tQx2>l z;gdrclc$!$Vbp^MI-|Ai?PbaMoXO-4+0SrCmzB|Eh>(myc^&+M7kp;YnbEzm;;X?l z7#Hng1^R!dlgjAy{+rOAzGs~T7o&NdQKGyO9zz#V+bZjcw5@NRgyh8G5B=x2OJB{s zCd59j22^8D3hgZ_ZeH(J`)-Fy%re$b+SBkT+i*VCisFk8M|gd=LJrh;{F(!~GaQL= zJ_f?lPc>n7Gz8mq3IWOzy>#+=-8yoFhXv)zUInirLTPB?rL?~3HjBmy)YTA;s;^); z6&$uK(0WijIsn<6lUu@FNU*!Cs4`F#2W6y7O|Z}-Jdw{G9D12T0xOYo1lbvUalyeB zPayVb;uQpy?h52xbi|zm^eZwN;h8!4oM zYHvn~*HwSCI%Pd)3HaIi?WQ{TQ{?&+UP+MQ0+Zr2gksZD|H=HRshg6uZbaFX(ftl) zcVNi@U*gcC$y!GPLf4+`5{vuZ!i#Ai3yx&wgl<3x63E(ylN!vFSJ$`L7mD3ch( zAkd%8)Gdb&1$4N_q~3a#FLD*=?%J&x;Nd5GSX?eY0^fjr#x- z_OiPeT=S}Otcb}`QC76E5^>AK(UaR>vR}ZglsVibq0-lY3-@6nH2Tq>~(@6WGMDjunO$)Z4vd-@^=2 zu{_89q;GtRO7ht#a;SRSM5D<$Q?65t)I6roOW(mdAZb;NdVOPyXlv&)7P-L+yo$a6 zD;{EVAN^y{r6VpQnuh>I3^xU)=Pjf?z`Wb_6rpaqAP znWQjE2vT3hs%?K0D{X_K0DA3urfEb`0&pWNlwH|SUx+2wR+w(29UC(tip5OzVg=a> z14Y+uzu< zWw)M96WnnyUEHLijVF44DpONH)z@PmIa`}K;~*B=d* z{Ste5TbHL(g$l}8uY!M1JYj4#w0L_dwf0wQocS7!cSpI6G2gy*s#mn5!Sr&NByt%{ zN%CAli4wlAzlCTSG=qL5=2@M>T%VDuO{70E_Ofb{BC%xfXJRZHTG`nj@UF?-Ia%4> zIel#vJ9u)pbJR24NVL!qQ&>!mPDyb5F9SxLv(;LywSfrS}%=^1+fc+zWGUR?QuC$%eIrlhn|Zfp09YE^zg0N@cy^K@Gq$# zhqct8+2^hS*Uy>CMl;O)8@VxzcuFld>=Bfpi6&Gg@&CN)(G24n)ZP%1mcp1(;6 zv1Bt6Ojbrlz;9^5Z*rr$%%s~aoh5Wn4ROqQkc^*jZ|~cMp_bcm3%6o+x9_BwI$-CT zsi8?^GUtv`a;f}`isEB5^gK$5K}RJ?Yf8e^B|lY_^q9n)YUz$`{A$h-$SfMlyBQ5) z!J7l{pp5Yp^e{%B!-x17gfFHqYRX2Ofh)^P5s~au#uWaTLHzZJt~M14W{-MY=@LFL zyzmW|M=!aB;M-9KusE7dYx+xgN*woAkF0)bS1eG6H?{}fZYpLiV0FgB_{+j?4zIcM z9rSCBE&p4Xp5lfR@8(A(AF#N^XKzBsV?7o|Y+{@Omk;i`v@ug?b9@Lg@i1KNt1jO} z=DyP-qYfjuD2w)26f8nKp1*vW<;4lOkBeJA6rHXvQvJQc=yXxu?x1&Qum+1-k-J;A zb-3^O?{Seo^u13zyc)CE<3fvbnt8+cYz9(jWJFnNz&Nn5M)icCljM>%gVSQvp5j+_ zZEnAqqK`P~UKc%lqC{GbLi+>&J;z%2()zuk)J-TSWp@4HlADPmL0W6i4U$b&5|j+1 z14%=;fC^SCMcKlCcFwHQs+|{J zw1|)-vlT|kb2k^bP-jpY>qw7iww?i!|Lg;jDXwk=fj5VW09mG#nNpMiUrsUD}3M-5=2_ybLBdEYJxqzU` z#&&C#h&LEkakQIHrvsV@PS8*dUV=Ayzg4T{2K-Bn+258}+SydH9Dj*VD@3@l@`}~m z+ecU@hD)rutVXzj+vf?xL@``+$-(bJ6g`rDex0E&rbD3`uN2O8vbgPlUx~Yp8$T7o zsMLfGpfkZ$Gc&VP(F|e2c5g*!(iBmbO@GK`;rMozafoGZ30gwFT% z7B3Er2Ri^T5Z1DSgxRMUVP(6v73oAgb=a%7J$e$Q+# zio;-oeS@BuA2DnGKwZHDzXEPYzy@e{Q^$o1$gx*c$XmtdQDQ41)A6N-?a!(k=8$hR zbb8%i9lWBm(`AGqU&mYc2Z~KS@uQLR? zmd9-JKtaE6H^_n)Yb+jmFy7R(`(8X|8|lkAz2LJr3yq=AR_^*3>!4Cpf!A!xD;CD# z7g1%ok;>M;!1=C;B6t-;_`l{vrn(l}?Hivm8#5$MYFh6VJnuN{eu4L@C2daZ3&jDu zSgA6`l6if?GxA@$k4U^KuMmWEg_By0`@e4WSr4#**F|z*CF!}nP_p~NBIYvZlSaT6 z!41n|@RQ`wA|TGU@tadi8{`1KNBV74l*0MSyEQI7ab#@?iJzAY$%n+%y=Th8a|j?g zNC**Pin*}H$#YD66z-8RY(1{hjg>QVI?gsO;DFPf*52Z+E#eeQ5y@r=s(W>eNFyyi zB6NwM^@}L)9_UYR<-W72;OvS$6GrLqjnk>d zDwix74QlAx$72Z(@;Qlrh(vz*ep*$|x?Rm_0Pcg$rqQUYf6z6z*=qDxW7Y^e{z)wZ za<-!wO$Q~#!&3{5pApV$s)uVrQ=WN0I6dv57YpWC$>h>x2O%-d(;0d;a26`4`qzX? zdRx&{c85J8S*uXSgy>R~sF>n6#;o%Fqy1a1kiqlP4KX0q4s~?BC^x&28OBgeld;?Q zi(1WZ8epcKAqi-aoul f+jyszkHqJ3wy=Dg=^Zhi zNVicYF(+!rmTHcAwJ7(TJBpqa_YXlOLWe+w9BxmDhpf;O7KF>(^6a$`8 zsE6d(!AObU1^20yJ`(l_Dl2xtmu9Wx$~tKH?hEsuyYOQr*#W zkBQ4e+igRK!7gohOKlNntDgc>&=owGt0{6+u~yb@7R|`oiwNho9p}ZwRPT8O{Q7P6 zk(jgouN!MMxOLFMBJgKx(EQPb#m3I3uPzgTXJdk&yRAkGk%#SDiGgQ>G+El8Fh*k< zGxt#LC;xW-6f+85KP*>n`+2fUbm!TV@?DiC22uNzzsDrWM~n~5j^5yeAHa_$*JTHG z(XVwR--I&GV!l!PGKTzX89F~v)B;5%p3ft9XdD)cKv$@qfwv6Lr>U|KA#&=BT!69% zV^=yCUkcNP(3Q2LB*&n%v{99YWbKsP z>?JGK<>*wN_j;09OwMFbws~EA%)ni!XRl8cQ9M=TH_VED25ewBL3jE7vIB;|F>g^T z(Vf1?B`__Wyg49M9$))k?X9cKozvQ93lm9?FK+KX-(Pdz^g4Kx@dPN}gU6TUIHRCO4o!D>VNt~HYS zyPf93lrgZB`S@}E;;8(IW8bP)#UvA|Ac{uFtc1nG%Fi;5Xc%C3o4)jSUe0ABMu;WJ z(Av?(b1X`3n%&4!XoN^aUNH@yCP5MCq9vV?pThKM9VpsOb1}Dl9KI$v6Bs6J?9jh`te27x#1mKaOl_$)lc49bDw7VFI&==Z1hWRRi>a ztLLLWz*wC;#yDZlB==obA5Ud#L1Algvfa)l{^L3n3mHAAj{({P#NhP7@`tw5uI$7a z?{zP)Zh=qri4zcMr!AtgZ?emuAS3wCKc za{v#>!Fd$0DqlfBq%65t(;WOhUr|TQQagkjyQLex9c^ZQ43i%j<6%kZ2{pEm3b;OG z6J$<)ro1vg@r_$K)aE!JT9(WVjz7 zAOoqu*3%z-{x7Id{OJeD-T&HEjTPu=j6L+KE93q=>$6$muv7gLv*w5K)$_{d_XpY! zIWP=!RPf`IpzDn&w!5XTL2Us(a$}pnK9h3er&YGX5Se`a`^~#1c&-{|<8i0DB z+;Q|!?~3)7Ipn^&QWN-J|FtTX){2;XJ5ftO)th6ivH?%gqW(qXS~~<;@q%Yj&?KdD zkQtd{spf(90xKz0u_0ZOTwp2X1Vxs_%Mt$+IFGg8H<03~y)49Hhss1JoN$KH&&4wD z7^=oBqV-An?r`fX>gJLQbT@}ce33KMF%m}P*(Bk^%oc)-prp}=E34p4 z;RbI`PG7DP+rT+Pq#8clLGW!9?UCG)z&cBYl-$b-zLFViL4k=9x?IW}MYeHaf(Se# zrKhuKm8z~xxxto1JF(o@b@P>Ox>Ku;b0#h5k|5S`H6n$f zhUAUl%#__FtMOcJLgNT=T#e=)xc)eVs>WtM6c@qxUk?6_Z5E9(x9lOUCJ>U#ftJl6 z9zYE^tOUZ798Z3lHcNDL{rkvulN0UooSU9YUup`3KKRW+q&wC2u@_!wVJ?3pRKadx za5Be^UAX1y4;NxiOLd?A zm^>%Y<;uVrnhp7u7x+g3X70&qZpLdb#-Z3D&cV^yehitL`WR}C5Jk$`{=yi)Hf4V7 zp`;+58w0IBjp1jge%BC9H@>&5CCxsttq?z&GRpeU{ojCY} z3|6y(T9nWP0D6uXS{OsWD|*=ENtyEQ8`0NE0F2`(x?fKL z$aRbiii-@nDSOEE?Wp{}m+8>rxBouv7sZ)Yno>wkZD8J@OVpWG_(vZIxf6?;|0z30Z+W!(rQ5)4Mp z_>+9yhrK>@nAD7_4E_Cm!)f%(e%02LH;a`!;>gmhMAP5fKZIt|e{{^BaLF>(40{&u zD1cZt{5LrGW4$X26nb2~;CS=|JQTlC+COMX!WYZE?wV9bE=nE)TS`7$r{?S|!FS*C zZ0~QE_DjbVgpD?OTn&Y4no*DUb*N8qlMB+?9+v@=UbMTixZ=M-{Z8C%%3^9##L;_2 z5=j$h=j;F&FY8w422tzH<-E>fqY5E55BPq;$KhJgsIu^~lw7~jh)wAWrN)~pmkxIu zAjp~~PLVp>1$&f4qqTiuu2_l6Gy@Y%3w@2Sh~11wdDU zP)(wWIzH5MwAsR-DO8gwZ6ZFt`^!^oJS|4Ntx95)$Y*!SByw0p`wOQH`AZuDS%=_ z$BDBGLMcoF{D`*uT^C%>xGe7IC>xV=!<13OY|4tWPNy@KAulxH*31T&CCa4vg<8}5 zaDopvbLDr%gtb^So24~-(AY?7^PJ5YvMs8vUnBwh;6~%y2x47PteRFau|G?V#pJ?P zL*b7^VE4}o11>|iHy;(g{pvmpaa_^R0-#g&>(oZui70Ow*S z{zF!Y+6R+Hzec2vQFE;d?2oFp6?(f*9lw&heYh$@8SayGoSfdW@=WbaA4osr+;iFl zI~o=Y`sbt_fKyCcb{s8ar;lgtOvz2&HBmsJ9dqALI#ky-#Fy?gXEJau@1&+Ki>WQ;oqB(onQ~Y8pC4TkHa$m+fcC- z&^>9Kl&W8@o0@#Omu2piDk(t1kf_x{IxFynZ&C*@kGVmLAwL9(L5-MENp}V{pxwRy zNHBCfb(uH>`Vnlr@y_mK^zb$mC30IAO# z4xL;iWwJ4SgDI-8LM$DMKh$dwc&#bn7Gt4TWUyqhw#V$p2iZ&z{CV-jAwpgy%~|m8 z?HGMWyq^jLsic>@$d~yZ33K8!-j>&|UeUFL;g&s=?()am#T8{cVimlvFgvwLki*xD z$5&KFDW|*IIz~@C7FEwMp8g4q(J^A7TlDyjNhOopr+8})hQtzwCXY;-&$PRB1dnZ8 ztud;rzv6dU?e^cZmRh^4^|gJozD!ntcxArW5+;l>Z53q8q=x3%wPJ;TgCt=1RWGrC z?a@vJ;MCIQlA4ipT$gJqJVcT*#}^%h94*OdTg zue^>tdRr^iIB(RJIOLH?wo-`@Dj>%=MDdDCE;U~4sBcVGvSX3>MXy-<%LqBiQ*&vI zrh1=3*9^PI%zZQk)Tm$ZhD4M?H%374 zCO;L!_V71Q+POU6ua@1RbpcRI+r=1?OG}(n&P9z`?zMiL?RYrHycK^>O4+jJndq*b zYjzRQYaJXpIH^~Qz}SPfVf=F3*)AIuRq=K)a~RUYND4biSra~g?7f4cA8?C8UWYaP zWjIA29}|`ich^fzs=oBx)`hAnx}M-^v(%H@tr|X3Gfu(o#^xF0UnF&1Ry3e2 zJUlBy{41_u<{m#nW)gbc+0+RxH8!_T_z{LQAZ^U<$lMHeS@#CY8fUA* zQja=N$)~R|odvX&{daTQDpvZa)K&CjFJEWLTqwXN>8(4?phg1+EKbc{ML#~rhPH8| z(CjG&^={ScR>SvHR~4^Wj3Zl+BQstlqLwj^1o?A{hmTEqXF=DIsqvt7?&e~HH4?Xc zVYdVhS87s~myZG3Su`)Gcmv2{Y;Z)gfKfsK;$Hh&7GgX4vUZzXF%AJD zyXOVDq??J>{}55k(eHK!X)=!Cjrk@P#BIiF637aCam7f*3lV06bH$Qtx-O=1pVlmV zbQy)S8AlACAmrfc^#nz2)n*MA7VV?@SFbK;&r~=Y$Z_-yl13654=@8V>LDf_>YMpA zU3W4>XGr9`xT?f%4f?59)WJ^$AHL{gJ=h3~-KV9M_-GR9sl zfxY6@=>vCfvrdyVlB4&#T)s0BW0I=C6=ncKTsP$Qi^y8y+kld=_xHLbhtJ zTl_S7?d&i*;&}B4@>;Y@u!B@Wy9*F~_JF3fgykg2~Ytt5<6sjN9 zW1RHK7>yqhHJGiEx=qUFL|tX34(_!(wHNWjungj_d5J2oWm2cbLOk{DGYmc8mBOxq zkd?}0cc8et6N2`0Dhve6v_oBHkBm@I4pGn>HCFtjRAGu+!L7yG?9Be6p4c)S-#~*? z?^e;77vhhT7U;G^3C4}#uCh-~d`#`BL@j;TzgVheUMrSzIG)ASLyIe{L!FocfQ_oV zpv0*}#9Pc;SS`8sxS;h2^67L>ZoZUE^!tsI&K=#b*pN1Z{^OZ!A_KB#7^v~>WVU%I zecs>Gcenpue^wl*C;b6PnJOL$p!-koy6-}q%FabZQlp)0tY4&%s!4gD-NA(q5!yyM zPy@ob=5oSP^7#+(?0wpw=gNWlL<=w!bQk>(15R}vyIvn|^Fo<%Hdq0&=?MFy&60(t zRDINv;>Rl-F@TPX^$Cp5fY8Y}=I`#4&kovc?w}btEf~a-NvN0#T$?~)TKy{y3!njJ zO*Y~?!D^(>YF`BhmcmYrXsfe(=;UYCbJ;nVrgJ#V-THH9?8l;~>R7%^>eEtOjx?TS zlnDuOYzjeWI(}246#L6|k@!N}T*}r&bFm{7jk z$UdJ)R7*k4##`FVl`Gs76;o2=3WbPDRCUOff$>cBkVA_Xeit^g1sg32?Xxjv)JQ)J z4VaKXost94qnon-MQ0w~M#u-l+5bz2Y!kIvFLYGIlx3&Yqezecm1Q?G%q;1_Xf8H5 zbLoR>&q?P|xB7d(%@~YM?~eV;WdV)G-ZvYwXQu|tXak?7;L~vC@$2Qa2OnVp=8HAl z$iMUTL9Hu2yHBe=o~&)&f9p72^n|^x^)#XNPLx{Dixkk+GKdM007{`=j@>WJ3ksVh zfPt&&kC?}ei4TsqPVNS$gh;SsH1Po*{g9^&oPxxp6LrA+L8v3C6RVDdBjXOBucNv` z+ODPSX&;LX4vQ=wwg<=lYLV}g(~*5boL!3e{Ao?u57QkVw4kbou0vMq(;b3@w3HVW z+&Q-y#&j3yzH6{4vq9c6+3T05Q#17qWf$EVs!=aJQZ=zBgyp&NxR6l!G7C+X-f_B$ z_$P0T(M07XqgI5g`S1)4iheE}aVKTsl8?DRx_p}r4@ZgCb>ZLWd#<_995re$i~-R? z$mx&-F(nn0fu+6;xemf=16YQq#HN}Ei|~Ip&l|UEH-^94X>Z#>f68GL9bswB2?}3P zY{cm{G7;OXB_a|kwJxwHyYE-XWnOx7^5CVt9Q-|y$^YvsrrYrc<*P>u9pqJ*T*G##=|XUKlX3i+ibe`X{7nR`|Dvn%V0RaYC6JDHWc=vwbdHEl5+SnG!J^BCUR~RaWxHk{9=vHExVW7(Lgd9X$bc^xg#Peqh%{S2zxDQsm=OVr%K8^Ga3m z2u74{S6u(pP8zwj*FLB&Z~p_xPqvMCMEQ6JCvA^HB3{%%ou30{wbXL#h+k&Ng)3;G zqQ^&-%q~Frj>lR-_=UE4k>56Nh4OP@3;~*IXdLy@Nn#3m)sN#tZNZmrP0b}V6q>@T z)l`nraRx>P$^8WOMSmmbp_2w?hA>fMv5bxR{T+UXnVc`9$PEvq`?iLWZdae8GEEYH zzUnh#v5co$G9(dFR4(FEsWNZD@Ay_>fJg-Kl|4NVORotEGxlvkZr+q^+ka|bHw1p# zuMpj$!t}7}{Ojq5{x=Z*?15|k_Hte<_~?-Ax!YnxuhVXsX6|EE(g}0v{O@TVf6)}= zXre8ftK!}G2hX$rzUSpUfZ(T#8PD6Ctz@?!^?x6hElYgIr+;~SRXC8s{Uts#yqdKA z$jI5$Pdd}P2m6WG{yz1KRMIOyKF2u8p7pQ}(6q){3^ zEA;S*#%7blFUFI#tun>A55t12Z>u;8Qe-cQ>Eh&rPSid16J{cQy?^Z6Qg&LAYDx~8 z<_;CLD@;&{LzLYh9iccpVqZ4pp*R4dB__+2CX6z9D+lg9{fivxL1y;^4`jXoh7d5$nr;YPCje`up0C6&Sfd9_{d1%<%E zhd`XoxCOqTBzORKgLXw988@R+9KJP11^ALBLO%KM+iYrTlf0akO)`*X1 z$;DXIIf`bNXVGbbo_=E~4+|(5K~6@2wkVA-mUUWtX{g&vjY@uHfn=+9gF0b1h_-i{ z1dcI*ieXQ76bShUX+bt@Er|@3mt5qYN`Oo|i9Yn$ON`x~t3IMKsn&KhcA01MM&-}u zmywS@tU}V*d@&xJN#RmWmci)=*)bxK;$M!{>$;Md5c*#hP6c~}5OTLd4ZwHW$J(e= zw5-mQVw!l$|B1YtflwYoZcS5I#Lto4ae7IcrMqkz{mdAq78~&iCA&Foq$AB>jK-O7 z)~kDFH!s&?H$R$f2yqZ@N@nk5A_)4^_GIVyqQQyhYl;-0Au?H>{cv2U(#)pZ@^Qa_ zaNDCdP!^#AD`hP7CPg{$$`iABH_+cQU^g8L#Rv{*Gh8sE&`*1T{ZaVzzD~g6Hl)=- zHKlJWVz0<6U6DwR-Gzbnku!P>!udw5u-wtqgBARa=?*;utbPWvH*RO^Ex-aLA6G2? zR5dRv0a>{D{6B^FpEmB@PJy|Ih2I8BUt+SU-K3^+*6?kJ_0{d#eDL)<+aJ&WNk3mD z`v+Ty+0FJ^c(k;%U3Q3`$+MV{td|;jD)~LnHYjdG=g+5F~sGlpnV zx$wl-`lL>ID+c3238OK`TDI$pR21mKU&x)!EXL&N0B>z;-zU`IW?81L?)h0+0yau> z5b0S^p#p?0C}QU%UVP{AkRkSN*ldmRhKjHqd$!_Dz@;2iPA{OcFkz_}=aQlE%=48} zbgZub%hM6-tjhh9SXbdg*<9lYDhqg$ckKRTKYrPs{pV0xcey@%XK^41%K)b@BJ&wc zN>CVQuqGsaU|VGf6Pdbm@eTfy1R3p`R@G~t>FsAM4}~^3se}M`akKB$6gTab;+z<5 zdlz?Bsv~eYvOQ&jE{D-6aW6csb1-uk0Z;Z-Prdo?K>VsXKZp>73m*mX3r&gbMJ;@N zG8c-=X|qY;S;-e5a9Zcj|Do~6*e6AbIQiQMO5)SS677H9dK{G;3c2F!fH3G@DR?D8 z7wBskF_1|V!oX@fKoea5MWtegm+S0g@w7z<>$bFt*Z{ZG==yqeoIZ3dT}wW588;=p4ydM0fvQYPt&XQK8X{YnKouo`ZA z!z}jt%l4e`RslPQg>mYluQV2Seibu*OZ|&>mb?FKp~2%BFU>Dlgm$f}RW$j0dfG~l zlZ$86jidcZ?4Ey1EjC)AooB%I?Sb%-({y;LCM9u7Tj;J&G~JfIH|g~QQ>bF#;BRpJ zF7wgq19U`!faUQ+b-Yw9vCymiE_Jtz*&zW6CrctrSE*ilUNI?P{Drma9(|h0&5C8Z zmUlU*l2SG1H7mdfc%U3c*i14m9|DvQU3bVtDNkr6*ASx9a-4CmxLogG_%eOVo=87T zZ`>OE13;iW`ej|d+@ea@1YZqab1xWp^{2_O^@qpGZwlQ?B^})}fNLy0T(0O0tR0QF z`69fxV!BpnotqA<*mClt^Yt=zOKa&x)4vEIrXm``fE|<$xSI;zebz@WcjN!w%}jIc zNzP80k7@QJ<9M-Mx4R*?_>T9lCNFzbw<$(q%uKeW(1(RRVH~=F*&FqG0g6V z8s`chEfYIaa|N0wE!(8yp1eY3r(`@~R`HC;sGSZ7Cj63-H6n0K@?ZyDw zmJTn@69kd z9s1v~(86P&3V4U9;D&lTyfR-uoc;QD()@hZLP+a9zujP2^HnX$SdZOBo2{wMQ`+y- z5OJr-LL>U>`)Q_Ei_HEjk`dloAuUAKyKcWp9Pq%dvtUc-6I=f0alLohz`4SCHFy;)ZrG8I&P27@=%ZXqLiL!D zr^R8)gE6C1vMsTS>cN{-xGWCePoEmM7DzM3w%{jS4Ip7wt)+)n?hPqe67hVZ?NpQ4 z>uPOqLREtDQ-@M=y7SF51jrcgDJy>-mw$1p{6`?7&M4HT3st|&#M%(ljXs5;AvoDH zvWgVzZPW+3?v0cb+6^TL{5jQ+XgVxDTxzX}EYrt6 zM$(rOKdc(kVUw9QAr2^0HA-~&BPveVSru}YjRK^*&7pt~fW_l2_M^96l%gXO|01jC zG|YpTI`(}Rm5z#k(hT=7-<|l)mTBfx(kG6dF7zqKFu`iw2h;2z-;@EJCBRW~U-A+($(Q0hz zx=wz!lsdnfvSg;0Bbg9RA(`K5?!1-mpaxeY$Y+cogt}l)nc&c%0DgmZC*mWt{Ghgt zMSw2g3WcdfZrI>&ho;~+@A6vIlyRF$V5u7T31bpw`j`ZDETtBGyc$7s*|TqNbEg4Y zKdFYut)}7`a=Gca3KQ71^_NOz2Y*$4L9}nuY({bZDda7{T}((AN;Q)zvAbYM2G&(M)mKz&J%ayPdVs)5V<)C@7Esems{6f zS71j*G|KgFd9*HR;yFlhC!rqzObz6w{FH4#XJw^0I3b8KO*&ahe!hc6?ojqcalIp%53aln3d4M((gs`IR44;Z7;YR$@w+t-{h8AP}N zR-`xDxqc1O3W6~;r&gh)f7xTHDw_XRJj1qUsT>miz3FSJGS&GSe~wn=Kqbt3G;HAb zN(%8brgxu{X>&)u?l}`oR}HWmiUG!|%Wq#cNa#t><_K@6rnAPG1?)TYE(G*ekId)| zCdWm=*eMU<_sAE2jUfG!?fD=aNSlg$N}`Bf*`rvvlH?xIQXnYwujZ|VMUa_Nwux18h21EYc6Xbp)lvpa{%J+alY8m(v4?Sy zuV(%`8JK2^o1axxX=|i17m-k==@)>svz9)OtqNQu9#lqHgJn?rB~Rb@nRw7IHnbIg zERzY1wpa-F`1M35M^mI%Dqc*eh=M~^Ss`ni1=f%PRRgy^u~qbdb+VedQ&fVuUS!!k zZ-6Ksb`_7+I;%MzJJnsTuNLe(T-7CcuZoaK4LqjBBUFaNGlBO31c~V@n1Pm3 zJTB&@mEq5Q;`U!}=1z~YiHIhf*aFLMF`b^c5uuO8qs1L@+C_)23N6FEY}HH1v*XP) zQCs0z`4(n1#%1UNt`40!c<*{G{0ahaO|dUC%8TR)c}a!B8>gb=FXvmd(O@lE%rSmh zry~97S-CjP=pbQDTAv6z)zKE8pgikB`mo4)6&bQMj9(fkeHVv!aU1-Fc~Rb!6hc@D z4Po-Dq+P)6=;pb6-hIkO8unwzVYGa;7LT&rl{cZ8su#5DIOm8cO@rR&D4-89WiMDl zd8N?C8~NY)z<4_U!(+OK9Qpa*zcozuqB&Xn*%Fo>TMSg@gk7Jx137{MJLmEu zf6kL8&Yn1bre4+}1hEyH8b0`V4P*D$8g2WSM+pUX>OJXarrsgm`bgFmXewbB95$E! zgMmt6PWbO;`dB5WE7cKl>*qXc1iRzw7-UDDX)@3kXri{y`C1!OibU}yD1OFjr>s^V?o6ZEbA>p3Wa|D zOp|TOTuNyb8;_waRzN&|L>fqCP?Bp?SD!sw7dRC&l@46uXNru^(5c_2FeOxfoS85z z(T4l_sL=zZUsD>&IbYN;znJdrN}`GW>W5jk>XjxKU}Jv|(QciQtR!XWoXc7rA2$lo9GBqE6A^WG4FE`I_9H=#-O&clwSM3}hBgpP2lM3d0)j>%IPz25r$!;g9Br$gQJu@5;X%LkZzcEhzYZL4C`6IqNyJw=6I<;2FQ>4R4x>uscs7e16RO zwb_rXz5MedbiX!8fso?@f_++SK+18qfysepDytaYZ2ZXK&y%+Zmwuh}xu>I4 zCkjZILTB2Br;X>w2kkXsSCjnw_p&()1BbhPxc#M_(LJ~67HwsOdZ8w{27s^^B?R#< zfAyN1v~Ki^Nba>JAn$YPGUh*2=5Xbfb3N_CI2U7;O9SE}v}oS~9Q5!lpY=Ue@9hV{ zOeQ*As9#y^mciI;rr1)PBH_u%G61yevf>R|S5>#4 z7BCk8f`)FJ$zXti-ogw+`{@79hiYssIa1cOw^u)&;rjjj>HTW$9pJt`1(W`W|I++% z+RaEy=5p?n#9Hvbd%teHpCpqH>)~WMm*$x4V%cyZG_|fRd;V6-wB&wrx71Op>+MwS z{r_R>EW?_9->^S67&ST^Ajn_{BXrax1xAgI(dFnyL_tCkgn@)I8tLv%MU+vJA`Jsn zQlu0V5E10r@A$uap69q<@7?#_eO>2uo}X*)Hf3qR7nQjrE|$K~7(A0y_zm?J3tp=EoT3en0DzW_=uRVkKD zL`B*}8p@qhPJc`?c-3>AI2&Th2}Z-@SQeY_DRktdo4r!~tC(fm>Pk7s)oyKK2$aG0 zHaNKR)rpj1ql@V(=n6BWG|DvIQx1u=zX-W=AST~l?OE^8#D{A4-#lz)(DC!s2$z{_ zTw$b1_n5(~YaHFzZWa!_pYEm2eCih1Q`y@#&8vPR*j%3)6@8vdkTmX{xTa1Q-4Ec` z@YXy%ri-)vS51##X0jDPHYwoL0-5--P+UDUU}-AB62vvGaKpF=#WSZqT-KV*(iCP# zLVZ;Unzq6P$XAH+HzEFP(4k{D{}a7hQS>h@4^U9fXBl4MT0lcz?QdyKV=UGEW#)nZ zfL01B6cTN`PG*nso@aTxn?}+6DJYBSI4`VPYKkY)aUE#Tlr{W zbVo7YJs4xzbdXqGNvm5zSA>ASGxtEbV%(c(z>QDk)74d$6b;9Gv@F-Qi>&W2n zXR}I@;8OD}Iv5}yvo`&shBk}(y{wy<6X$E|?yB0<>Tf1+M2HgF4Bi$RIJ+{#FpoPn zh)uSlA027%5~$EhcF|vL{zmJzc|ZHYzU$y!$9 zqe~OxQxUl22>j35A;r` zV9_G8Uzy9Kfm~_Wp}WsG253JfY0&yPYYADH_MZNwjB}m2wOwn^BlgpRLV_p93Q!=} zbVQ%Htp3f}+obE#?^CDw7k!-_&j$bP{n+?0S2ZJy3 zLMnM0|JO1WG=Tmazy8X30t_uc4ZD+ z3mFbd83Rax22lLf!Lwz)<&*wUDU$rc44_UI3>Jkzo>B$r`c$)}fxta!S@<68TguFF z>rsjbtWS##1%k?4L+ae8RGmr)(nvR{Y)ynN5DL?Iqe{iE3*0OubQre7pPm z2t8Ky8*5R{&!`AjV&FfhD4An20)9UGjlI%>gWp?&6YDH0hxlv#Yxt>9Sf9q*+HO>5 z66w;v$iV0)>(6f~sN5ImpRO=M9gY$J#@BSTa)NJAXwQ& zyVRIa4~fXKZnn(sE)GWe0Kz|{^=3Os@9HK#DBmFy0h2o~Q_~vmd?}b~(uA3N;cs4h zJHS(az&Rs}@1#gvo(26OyJU$gE~CBm1&?c=Sqk!XXf(H(h!LUSzBJ}lT=sR1=XK&j z=x2u}vN;hD!_^G&fY9ibd%m)fq-?G@ae^O5Z;8ol*(JuS>NcBdiZu>kz*#w5DRQV* zg5}&^uI7g1SP#{6Wvhcx`@ruZINa{8Ug3el`(X?;(b0lTPz?t~xgLM_sV3){e4I9_ zt&CX4+flFtVb4E&BN;%IM)QNTpA&bPJuw>TOf(S)*ORedzddLvyaRD&q6pI1v`dPG3sb5;^lOE`YDE|9+`R9q;*~!w~kMdhrv7ad|qt8p1{*d!~5iz{e zUp?sCA1*a^eGmLsG%a4SZq1W>q4#7jCP>-DkC%PPirhLVbQUSF<;-&R@666)! z5z|8Fwp7MoBLF^Vn|G*5{m0?N2gfg5l=Q|?6g|&(lmj3A@``y2l}K)P9z**~L#VU< zJ(7a-$fXba*I1487?aKzLJ;IlKNRshg_~vI_w48>z#y$Q6-wpMi8eLOcL=yA^R!={ zf+t5?tLj2jTUgOTCo&p-HVIsh+z{5kD>)ItrY~p9sbJrO5mHT9$#aL+FL+3M>`)W!c9WVW z?2)zq+F@`dqrS<{ox~;9*9H{`7{%Br%(i zCeNzz$`|l)H}5uT(-QFq>2qw>5Tp@fp43kDdWTWx9bT`5n-tpGMtLc_iT==b%^nMN z4=uxXMA_^UL~9yf3z*_IuirK`e-ed$HG(7V7$Bkz<0xa^uI|;g5_>=-Tv6SXDbi*! zbthm-ndv)jF}Y!566cb^%0CdMw;7b00TcR(q4KjHjpn+IHZ)OYz=pIh@(Qb)r#p_osx-I5ql{w{s^lYW>ceOpr9j9Pwg}RkTU5qeQZCW$HFE(UWl01 z*Zsqx?{ecs3Z0ppB#maIXSr}jBt^RQc`j>J2k>pyf%7+As0yo>Bb;?jaiR|4Qs=^e56kfKJ9mV_+ER^-ed;r_|d3i=RHY5ZCy!k-{C}NSo&TY@kn_X%ie^ zYBG6KP!y^gtVG-Tnu=LWG;vU$t|^z|K--)S(@G>zLbKx3M#=CET>flsedoqpU+y*O zDyQUw`=Pl9*h)=EM>csVvneyg&jW>-Bi-;(RcPl=JFLpt!)~o}vp`P_Y}sQK*`d{| z3^rZS{+_{#pP)^Rv@4U5#wiJBnK(uyGlFvNTnoN_;j$}lBxF3Q-W{{@a97ugJZ~zx zDPj)wqkyw+MtwY)jqSQ?xu_)Fs|@{b@y#VKfKL}dIf5ze{m{#-1?xT$kfbl?49_x6 zC9{CC6j_PPHy<5Ce{`#Cd)y+Hfc`rw+SH+!%G;%>w@JGVyShhYnuWc857oG)HgDj} zk%~$-<*DwiP37NxOe(p#;bCD%liI%&nGMH>5AxsmeNt$t|MKY9hm9W{!{lltcYc5P zk1+K9=O_E^T8hoAP?UB~+NTfgu6;K72Ath(_Y%jPZCfArsV??2yeVBcx$~ylI+z+1 z^MQqrwrf>l>fbZY#4j*w_lTacry(ZC-Gyx|eG3ZvjmdpEn@#ki9(`?Z7k&TaS^ntU zy>XL27vN#o=#@WEaHxX&Y!9P`Y3GyYTAyY1bqKZx*{!; zr*{NkZur5%rqDGr94fJt!Q}inve72f&19;ICB<=w-YDh4;((vYgJA$$@d-E0SWqbp z>hNmsRMX_!{3E>)JR5Bur6N7K*=tVKG4GEXQDhfA=iMTT#3pyDV$85?3)$+(C%g2+ z%$pi;Dilta=%G$;tgcTkn~(Q9zO*|KWL}NzT5x!&rSM5n3b1@j+q9_teLEK{#C~E6 zi^#~j#uHL0LaFK<54NmEN_#zR5fVDU^Y`4LU33`a=UBV=O`heh9F9SYXA-aqKT8kd z3aM2f;T?$&e;*Ix|lZYQdv}Y(;x!wCs3h zqGjZ-?rZ&j2A@1IHIg%+n26C9;0mKTW{|)mb1T`MJesY3F2tKYYhdgkGX**D)%gSs zVencqvz7`Nfay2EO)c`gE1Aw=`YZM$jJH@EV|#Q(LcI6<4TefENtgoWU4PJa)oiX$*tsH{UECL%9iU-*ysN2SuJl- zy;j_!X39tU96-`bA%I1RTlSg;R3!jz3OYqkZ~-)__@e^M^3Uh!$9C>dsaCU_IuizV z?sIoOpQDK}NPDal^#u#lm2+VNNs7HEXKL9Pg9ZO5GOax60HM;%ZVFIU0mJ z=XDfj%Srz7r&D<~nk`&pl*y#-=<9e>`o*6RKFq%u|nuIB}u|!wi2g+Eh+>T|p++r6!tUyuRt^5!;Uw zp0W?jNp}3pD!bF+2uQsGy6_!L*7G{Z>aEp61XtVB@Zrr0NfVsW0JU4wIliAC3v;*XvQn0A!<%l^ys{+MBZ!+8Z<46Ml7@xIyL?F;DoAX0# z29bPRk)Ge?^A-+%)29XJ1|(0HyuCM-NUC)l7QY56`WmsSUqPK-BylPa;{Xa~PC*wa zn`I{^O=`IVr_8jCAby?nX z@x`HKthIR82fuPPjzHP~^fRh4;^3-I*fM{VFWsv^$_f9+#=LNzTI%$QGHt(j=<0!t z9tDV57#+GC&+5DluiXDuuo-boCDdrpCGYE3!7Z%P)=s^=-8ydxs+dYXf)4CnHGuZYuJKcCmR;spVtP)V(VU&5l>YbVUjF7i$b8~^ zl?UY`w_DqC-afy3kS*(7-?<~2GemBDE(AkAhy74~;{PoTYbd|h*k^eA&xY;Yx3fPQ z!zu5M+>P`V@Sd+%{&%{*sX%U*$rhNZ|9p*uC11zJLoR*qTV_g6kvGtOdgmk9l1Hi@ zTU7AHheu814|x^@PBp%~@d7wHFNO{B%_*#F+_z$10(*TcHE49E?fSs3Rm>>NdMLAT z{9br&Thj}GjM``NC0{#TIR@Ul5g!6{wL#`5u1hzBt-{_)gBhIEe+t_U8!qM=0-VUSN3b8{X6LlhaJr;M{41)lXM;?L^ z%tP7wUF?8=m0lZ_%Oe9f=O$#LAvNlW&RK|ji)*YcB2m=D!Vl&de0fm!95J&if?HwAu;&&YQW$qnH3_KYZc9y!M@hbzjVgAD+!?SNuFtf3KwF1~N9*O#@t_2Vr_s*TSVTj!|0qrbU+o$h zDMNr8d1i>K9QIq;k-XR6{CFp}44Nx>I-S;440lRph=_cC=Vevkj$0VI(WER@S(q53 zA)#Q)b2v{YRr!>C3hQoPih-)2qO=t{G=KoTcw;RH$;&-wR_sDD!od387Y?G*bg`=F zNDe>A;i~>*$<|N03M9jV_zeoo5y1z5*)1-BtcHB9oOyJtD4*EqN{<$6+W|74 zvW_r6+xL-{O}y)vwbueIM9)&MqR{8enZ)rxNL?H?YqG0bXW(cfe(u8?M0KD3V5g?x z_Rm3W)IY!VyLZm^RW5d&qE_~FIn-}#c>O3@TtsBVBI7m&%Dwp1G2p!Oh2^IqF|Z4z z9%?oBgQGbk>8i!zt9(>8S0ZB)!Az_$j11dlvG(YGOf1-_kiGZAnTD}<#+{ddp$~L- z!25qCg1auq+!q1!3!u?TNtQiJ-Q`Q-S9_x)1h>!e|@9MTC`{810vx41On}V zK!!!NB&BZ5f6GM^f($ID!60WLJ2f#0w`1* z^qi6Q#R!IGI(D3AlJ&i(?Uip{)i!c*ChXu?>Q6{LFW*u%`_to$$Pw|7mhX6W$LnoL}Ek+oiQ3b;VFb~ z>G=~$TrgHhv3S|9E?a1mE^@=knVAZ7Hv_BL3U^M9feeydc-xw+jOT;sy6aCd45Z@?sEDB;j37cJOYo){=COtlcDBows-0o6swoDdm>cuGO`Fjyv}W_A!wRKAm*(_ujWNNv;;a zS=-zmBL>Ri-Pk_<(ErY0--PQ;AFgT|IYRu>kUXNRn}MW2a7;|X3<`~5zx~=5(&#hC zCqzK+)7Z)WnKth9^0;)(v@J@N2qAuAZG2_h+<`JvJz*#rnuy+M6j$QVljh4ywx=y_ zWC0}EIlzVi3x`8)Vqi?tcL@$k3fs$i_AYY? zS#)^hhR$lvVA~D>xp;*PV6uGX-!9VTjKe>%|2h>$c znZcqcr9O$g*|NI;i^%X*AEof?f|)_-R5`%(2F|Bt%-#c!%PJFmM<$qs_L4ZGvAL-2u8O~j5&7VwBOgM*I<2s*an|`G*SL^UYlnz$>W=YlSQ$(;51%}C$>DR* z&o8-;i1gG)UnaX1L;Jq?O`Kq+`sO%S7srhYAD9~$nbw$?R12mTpn}`46GR)i%jRUT z1o9Udjx#x$_6fvo%nG!ekEm@{%T%>3UMtWlw#O`|NSa$(t_A|6V{qX|Tf(B42R;Mj zhV{PT1CX==@_(lS^!M>)oBE$$!T;XXfua~@KD&FjD3gw*_U?=?Fun{@T`ETOg}bY? zZITuh3>O-f4t>9Y6K!E9p-VS-#49wE+LoEyAlNk~4f866ff^Pq6(I1SM)*jz*MH9RsmY{P9OB=& zXfuB@+H-b5U0M{`Jv|tsEn#>YdDODa@*pip1z23P!{G+zk}+ zLk(#e$`$VR*|u@onBrC;*^U!CaShznlp`MTkp_h%1!AE=&?Zsrnj=#kYw+?^oL%Mu zrQGnZHv_nrM5t1wi`t9olp1?WNs)LZEE4iDO4O^3TXNbHFj3`T9{iP5zQV%VaO0eY z%GBwZtOv80=JNm{Fh_Uj;~UX}(Hb7c-WI?8f$JuPY8C8{In&-}InDkD{tU^DHWOq* z+KkW9IPB7#bQMhrVB65MXW|p=6=G1K1%29zK~)Ucuta3kCgw%bN}S_H4`=HsUkCT6XiGEUn=2Cl_9Og> zO3;;f*EAc>;4>kPUZ!^Odxvv-tMfX1h!qC#g$#x|ku=*~ad@h7JN$s2+URCC+4-K3 z2_nE6G@AK)hAq-;3xGlANTM6!kl*vEoid6~R7$*9j0xI!l2Warl)b(Mg0#}Q)r^WK zj*C#|ylWH57ekCq&4p4}>B2qz%jk$4@~9DI9%T7m%WWWJ%`)-upW>FrE#&{I)e_Ks zg~l(x?}QOPRDOEyd%x9k@z@97ZerP&u|L@UxoE6?UYd@wU1D*YxEGZtBP!mo5I z}LE2orsEc3iUGXe~aD?alPs(Vp(?mZ+6VBuZEW%fG8t~^@cZJ;jYiy3D5l(WEt_+wP!^b!1B-r zlWxWW$y@y&@5@lfK)3CVGqhg1gU;33rfcuhV(>-b+!E_bMj^wf}K2^ zopD1n;?dgE8|GnaFi%_<1UmZydt+^LmK?omFNLzF1O&3|dGQY$SH)6*qOeWy;cvRt zXoyMh&|K^7I0usunnJGElNIVg$0;s2P`jxdTTEm7s}aL2L{>Htqts0u@$W#P@RFc} zsL+tELMM!*X9ei&a4}bc%>KB%G<`}Uk0vLdu0{?{EUIOjn|*|I*~aw)gWqIMiZcbk zoerlVTIvWJId6CQN6<1PJ#C@BB`6MUm;TLtxTv`9F z=UY-cw%1xd7mOaOL^isb(QFcYsOGL=fjutnR?BC0tFA0%&hH+b!kZ6Or|V72mCFKE9M#f9C8cID4LR0*(>IJzA|@E>{m<(| z{zI}8=<3R~-mbupcO&H=cD(`_-Jy?nbrw`lt)r*l^W@t;5H!0jiIcKX!%AFp+_p?} zH5csWmZWF#9*(Bj7`!=w9Pq@UHeVOpm06_j-M;tO(S{x_MVG8M)J&al?Nr2CpbitK zYL=_FmY(_l+(qQp#lywez0h{yrI)<%j#pZo1AZ=u?HA>uWO<4mYp5DuhO*ob{EXaH z0?f5NU#h#0M<^DGEQxj3`~tiEE#GtUt@Tar307d&fzfrp{mhXBBkaov%+>nN&n=5Z z@N&uvgR7Rx@fcCTDmTq4v=;*EmM3JVDc=NGn8S}&GDWK`_8j)Tp<20jFh_xa0PXM? zH9*J#l7KHvDK4oZ=`wELVu756*{7SlVI{2^l<^`A4hfU;8t>y`Pdl|i;eZy?nruk6 zV%)v#P3#cbEjD;144V6B2a4=QRbMG0$o#^1A>MA> zK0oMdGNkx-pL^ZU&(}kG!G}S&+ z36)zGrKT5gUC=}k?ds%jh!SF+szcz65<2Bb1l^T;-hf>mr1CjUm|N%_;@8y&b+LvO zE?MYaqnvutX>&PcFSQ{iMB5TMZ~DG_{2|%Pq*uobjXaC1`0T{_v?qt(jr2$Il=On> z8MyO!PB4MhD|s(X3`ViRB{xv5Nmmo~rP#`&EZHP*G@eYTNknw;ek~)?BJ?1~v7%$; z5GSR0KD5g3(1BH)K`w_ybWm(B2r!28;Iz;yS|Z@E?Ku%mSC%fFky`3tHy zUpajgJLtSJ=UASK_AN5tB*i@(`1B$v-Hw{0rEM>?f!-f&&lnu)(e(}y6H^inR;rX zf7@LJfLu3;!M70Q{RS332toCo?1<28cYTN()Y`V2DMwrps^rI~_S`@q;oW<_XS|xs zx+8+d_Qj3Kr3yUC$>j@l?usB{1zn0EtbZjM_MYpVjSK}}mf`6@mD8W{LKj^1Q4e8p zxTnqvQL06wbKjk{`lylnPn#wUqzfxTu_6Cl&RZw8VrpaHI`d}^jy~Oc#R7m=JFP<) z+KQr}HAlI(`IUOR%r=>w!f(Vg96+ALDi@^XBJvw6ob|QG^;r&m2|BZEgsB8411pCJ zr|sr1JPK3_iR8B+J zwVsrs7S1MKrrJMG>lh(Y?pD}F|Kz3_E=(=GjTjP2p(-jzO!Qh?k1i%~L>WQ=<#vY$ zjo3AdAfMh3@%z$34YukEcWXBgA1*nDBtNM@hTBo{8 z4`oe{;p?pB)ykg5c8>uaexG*SWy7D-IM1?Pk1nFC^BAC=7=|MC7;c(0-X@DmIKDvW zQ&N4Xz)kp}kFK5MuZadLUAe~+{hk?0zW3^GK*36q$|`(j1?*CC9E_fiy~945z7t^-=o4ZUDzWjVqCA*t^f0PTLB_Y}t)I2nB^JWfpVsJ=cZJA^1BUAGB zrsv=>1`^BDRT)jF5}4`HCoR1=+krJECPaKiM(-|}Et4S{&YMa@8xY9YJzl=PG2#srha_?fF z*0Gz$oMo@g+a6%{Zp!^>EBiscE2I%Pa`TFMjYKS?^W6Q9`FAHdC;MV3VXOwW|M~iI z**+2f^S1wY#fDwOiMg4+S?0=@m`@T(NSAbxs_t@2Pq9`s< zkB{Re0)1ES!S9>DSf}uXJT_(z$HfZVZ1l+ub=CDecj!OO>(t~r9llQVui<&H6Qw%H zk!$)&Q!mTvt)>Vs>0G98_D0G2OHr3d6MQ6RO2Fojd7-U3HPYj0B>a)VGqtkv(mA2f z*7~--5`|Siy&hx1F7x$<%d_{5rU6CxG);LKRnr^vAxgu;ZxnJO{vBrGA>IXF-2HUkh34Q3o0UJ@$=5I~KT^hQSjE5rlPps;my_*D zXMerjY>Vyh&FUb>rjt9X2kj;ug!()oXuFM~EP6H1VF+{`()}w&Vm6tU)-ddby4GFE zV1?+yeH?!RqCw)IcVH^&DwFyR!wul4=HYrC#%MGKo!%w0bokczuk+i`wFR8+Ee&}~ zxhh?{>l)55`yM&irYTT}V_c^Z_NFAQMx9*=n!`HQOy9qP>SGT;@N?PBG)3QesYKvp zCj)n5prUsI-%jodJ7Rz7Oi4a|f0rh0{xv263Ivw{0wmb2+qXHsJzoj1 z{vbDyp`}xz5y`V?aGv14q72_ch?DjUC@%L*B(5gPNww(@J;&T$;c;{nI#T#ULPAG zl<$Q9+TDCOnE(6B{$-cFS2VeeORnSW;M3z1tG5cz)#BQQz1h-zvs_)n`bfZrY86Q9 zZ@|Hd)twM%znzsLV0i5H%oc{@0y5;?OSmII&!9@HUtkwBMh?RCfu#Qncl}>d4D#|~ z{=_A$ZC74z;hL{|kn&Q->Ri6-R@;}zmjU@re-^*))%kI?OWWq>UHN={$X|97=WM(2 zKnr+(iEk&qr%Iha;0;`~1rwYrvtW2#h{HpUj1C4N=J@P8+s*i_hxEE1FV~6S_(*Rz z*5I^SnkS(_Fex;hNnvUn!zX5|x5W!eM8`&2Nx3GL6=JzQvLkDDmcG_j;m<(4=@s=R zxFijZ`Rf<RmZE0%EHZWoSeT!F#?d~89#FZcMbZ}Sm6VLf_>uZ z(;~O3F{V+h^!r|Fv;ejj-69Aa@{PG*B6>xcR#ekFV^uERP8k0i9#LhOsd21SGRwsg zGRE#bS7ZVbqv#Gyw!A^Vqbsaj>@QFiIVH*eR^E@)JfL8s#)p(z@$4f7%)ICRUY#0( zTNb6L4uZQsK+Zx|HYXU1C-p)^PA~L;a?u{ZC)&Xiv+dv1P6=9uO1D3ImC^~A+nlOvV zmYWpq)cOMN$?M8)k@p3@`KZLsJrf#jD%2J$;iy|4A3j^fk~Fyv55%+G9f*72t;^3> zaK(2EK8#N7M^Tl~Le}n$3>d|%YRVd7`8<=}hJFxbsJkgp)@GVrsOORzJ;4mr0i)^u zc=P+}rq(AhIV!mc?Hq#Mlel%F+Y{*q;|QX0%h^Atg)M!QidP%~(cgkxL+cN2)zG!G z6Zm+T0B@`SO>{br+vLdOaTz%{RjY6_!lvkv<-ho2pB&R?R@j6a;sxpuq{m~Pp{Hb* zLK{*%{_=1BR{*^XkMM;bg;`|Jguj$mdG&`KRyTl2{u8{_rdQX=@A>Z`myaDkdf)AE z|F=4pdHL#8c>GyhG^;DOpQMO^yVp}$(Gok0Ty$i$p&qN5k8MJ@{(sYlPho7$ zUtarOHh)?g@X7XlbRwmg?K?mFVtc~%=B}}e5p_#dpwwz>Dz~AZgZfqQ3a``Z;gXJT z8`4ix9&*5+nLzzo)jId$w8#IaUe7nq1z)JnsxPU$QJ!=0%ysq3c;9s*N38@jh0j%# z8Nip$j`3M5m$NtDhw>+zh@%y6!-ZrXpd%!g;xIL8dFZa%E-tu<9IK-5a$rbU^@JOlZ+ z?};(Th3n3Xo4aa1yE?WqLv2E!Y^6UI6i6Q?!RovpU&Ax6vGdEG=W%{W5{)kw^(a&emcUJjCc|nzL>n&V%IJm$JfTL8n z^95p}mh-i)HaM#k6LGAj-kOOOX!uNCmH3IgGI58AOMnH)Pq|RUu4SraWH_n|W!i*1 z>FVkBY75%8xr}Wx$U)WFc8uTod93}t&EzhHU0!Ds%k`_>i$dsca{?n&fO7wzXEGtX zFe^?7>vm&}yFMGHxN)aHzWK!|Z#&sBU2y~X`gB`+;QjI-1CI@N&E=|BN}>*#p2&NEbS!UUOEJkT={5&Lv3Vrk9xGhMVg0KZKQl0 zl$p`Mq1~OpLSb$3Mi^D87`P3y#iiQojN0TDTJDJNlpC&*uEx=@Yu33}1#VH4sJ(YD zcx-V)D8V&&<*fp3B3rsfxt%0t5R@1n42?Fg2;?*qz(UWhL$SC0s@WLVy@rV{JxR>` zV5g&K-wf=_e69jPvfE(3wzuifiX{+c`IH&?4^mSV>BkbfaYXqUS#v4V+C5SD>!*!k z>$$>@jB71G(rg)wZVR61hW+U_|0uGRHm&Tg=Fer(jB80E90*c`B%W|h=gE3u%(Qbn z>%ZGl>5q=ZEE|HUZeRSaxLkT7{;y!2;PpULgp5}c&g=1%aG@kR$BX`y<4TiGObga^ zlu7M6_cKY>c&%aM=!{rwNYh^`p=)zvG8tlgEppXgd$>ZQur zlI;F7!sXpB=E?eBVq`K>o;U0ApLbM?JE?mw1%(KEX+PHJtZ=Z<=(FZyYsFJ}{~1HQ zSdzcVerfUE_=z!`w{pS5KF@S--jK?vCs%o|;-n|seN|)fbNpP7)|5kD|JoHyevMU& zsT{EB`8bFMFLyBE*`fLLL!Es-8X6|kZF^HK9%%fc?)APc-RfTd8+<>1yQ;0c`ygvL z>cXJtxOqif4VoNmR_(AAVqywPrLMKI#E>Y?169s-esULsnl01V`)SzG6}H)*$d(@) zgs~?J6s6-yKbN$5Ora(IU*e}r?RSC+yo}#L3y$pHaOd%2xk2v;!Q=dosqYvZV#l3z zwYId>Rh;_-70r)(hiHRxk<#iM(EeP;o?5o72v|53QWCzjy#k~*N zvj5iLZuoCme#SulDsBc$^b|{>L#`h=mu{vvoC-D!RVZkw3XrvBn~>`AyGy3#hRVLV zI9ZY(#)^lJv2OFI-!Hu{HX;0Wi@G^>FftcKUL`;)oXebZ#c_L#73Xm``*@ zUTD^#$m^|^uM;|5#mM>LqxBw=c(+>hjbwvHX6xYEY$Lzc$iw^bvU(9SM8CjvR?C#- zspSNo@oIICKXSWSy`FOvmXA*&ACt9K(g8!On*qy5q`f-nw*Oq)m4LzQ8~7 zCf2vZ^(LlAZ)T{3n9@gYE3)Z3_)f|Iww1y>zvj9*&Isr+rEI;{OuKhza_8T^rH*9f z%t~g*U0BmmA8wixIa*5V7q?Y($K4KZ70NAhb&QP_b|Gh<-asJxy_9|P-PK{ZGYd^_ zJ>jmhJ?!;l7)!V4hAF>}%u3|EQ4TjN(4``J+LsT9X)oRZF#w3?W=$db6vm%-4l1cs z9F_cN4{|Z^=xbR}4lX|v*z#d4@9rI&%iZpO$BUVBeqpXlUoQLBzVOW7K&)(MmT9yb zn#~9tuG1hy`fIl`OjjXa4*EO%w@>h*i_;2k>#I%*aNx7D65uRKttLY_*>L5;s3OotorfT`<{sKom) zq`gpr%RI24ypLfX{Smt_L({Viqvo(x=zRu@Fx!@SPO(iXRO%d~!M&FBHTyV2;z|Vb zW59cWPEleYQ$FNeS2`U|p7#K4ZVML!2a199S{T6Uf_M!+gG%Roishz8lTv_M0FXWt z&9nMRsyf*QK5as$ALv9ef#&X?0DSbMjjptR4rwWe%MNJyedFL$s7V9pt|&utU4B)v z$EkK(26|MGBpxaE5NXxpe&6Zt`ORdl@^`PLG=;p92i=mcAD0MD;gdizMLd`@3Ho{U zYgv0?D9zVETe++mx8W0?N+Hqn&rg`-HwfDozhij(A_l?6;uN|;yFGp4iU9n1z#n;V zz-F+Lc&t=~%D1p3-wqb*KS;0*UoW$ijj`pKPVpD{0>{b@caW(<)@_YBd^M2tR;5@# zD-B57_mS;$ACc&mQGfvpoqGhT+k;6y;j_nf$#o)k6z6V`(Iuz$3?Ea*-RWD?e9WM& zRPss@R!$GzQybU(r<<1SsQ0hm*MKxuo*~-MX7kcMWlkk(o%#2ptG^~QLIH7zPh?_< z^<&(wXuv*N52S-6`W@EXf}ka;y^^llVCyTR*{~dSCR~Tq(xb#eP(At}YyTpx2a#D* zM$O3>7tb&jQ}q1bT*7Jw_Q?iAA^AG1@ijfL;WykK6Ri{P<@h$&Qq4rrblNmiOqxkK%Q~=~qpUD6f}__) zv9EqyYj_#&nksBeO~Z`NDHi$t>MR7-PHLfS2Sv3Va?y78I{JSo1c8gXI5LDYZ?1+wgp>-sMTF5lMCb_~cED0Yj~{ zmSQ2V0Zl2aOF7f=hq}{xOWET6{dC;I)p(y*D32KFs1~&?3hDt?3VI6E0YI>+%;`I` z0D)r9XF@*m)7M>5mXQ9&0R^b>i&&rFl(8Uqh9&IlElH4PI^g*eY^S43{+Eyy`W zC{`(qF?+Uyq7oU+lwL5CVtfyc)bnI+Nx&k5D39*2!=Ajx!gV# zyMhRHmMJM4ufETTyMddGU{%EIs0n%PkCW}HoV|6`Tv-w_AV@m9lcIHxb9p=< zYif1I7S{o_Tm3}0@uN)j72ZE$@2!IoQfvYX_BiyJMrxjCAV@_N>LiCJti~JDgi9^pl%dU0RlRpUDW5DjSN#6+nR44w zPzW6#$UHmTjKvG{)Y<06-Fejwd~|U<|5vR3pZ>dnVumOq3!~&E#?^jjX7kjz)haF5 zr-w8TgrZ{A((QQv9b1Tl6NbJXp^HR>cB8KA#gb~dCHeasW=DQ}((uH^=pK&{q8{F@?OdpTmw&cd~Du-sHxJ-oPGZ}($y))U%tSaxOBh(vV@XCh$ zg+-b*r2Hwl+@G$M&R5R$X)Sj7t%mb%`+Wx%X|9ptC~HD{<(qEYjpGfRpjPbzpEY|4 zu}4vGB?}9IMZ3t0>ythV6#Q1Nx=y)b*kjnIxbn%X=##=zT;_Igs`bL>3O6TeIaVv8 z3!v>aMVhAlf`Z*@abl9;U#s+;M6cCyZln0#lDmq$G@EC8fV1lsG!#ynlYJAak?=TK z`X6-Sc*ZOaJ>kZ$Z#bL^O$95&(YWY&itRAwU;0 zNaBTEj8*gB5^(~Dd8Q0QR0HGMs^lxy@=Mobd-?2PqH}s!CFl9K_FmDpG9y2f5nH{RVdX zAME1+&XC&e-R0t>Pv(hWPMYr`r`vi9p7b{u5?23VG-S*Hyh6ZzX(jd0xGY`Zm#*&5 zpyYVOR2rGJvrj_;1aA4P^=<<1KWn2}x+Mf`PZdbJV!l!qk4IssIpTb(P_C8$q*;|f z4A`kLgv#94(Ky@ z&b2Y$fi)K3T|)J9_)FL6kA!43+ES~i{KZ~y#QfFOQ}fu!0%|P**MO09oTY5g6hNJ^ z${x_0{*8}BEml1S+*$gAW@a)|kJETo^+dsBcXLb7RmwFq5;r0jp=MM3^MIa#*>00N9=xq!pk0jW=w-+g_Z}>b#z(E+fP9 ziVA!=W013DbizVXy*zx#;Lt8F`Db*=nnB0K`&skq&>RhA6B@_kQ|KO?-}jn^CB-~0$#qe^X> z)ekW{<*EkrtG_%eq~kXJKWx4AU(;{c{y#RDV;eCTW2B@o7%(Ix6-I0fMcC*ZDXEA^ zsYpwVP6?&EQ3R>cEg>x^DTs)O*y8)k{rUcQ-+#mF@w%?-Jdfje9={H#I?^~Zy0_p1 z=R2gyqlt4RB$3t{UF2`<9$T+p(}!C2xTX4X#rW6k#5lBV9orDX)QQfu<57W+J!VqtnIZAs#heWqCy4O8UogwbBfIaT0)9NCN3k% zfbo%|?~L?hlJJ6wP^V>3+$?7G%1k+<$b*b9vwh z*lKHDo{V9Qn(QYSeutJk($L}hFdUW`iWaV8HSlBT}K32h~f!%J5KkTWmuI=!`TkfLee6n9Q15BI|FLl}LO%r~Y4O)9sbxr*hxDj0rb4{DLox2DCC>82Y*uW$x)C zFOA~k;6-b=+08TM;{**5$MhG|8L=YC!?)Lv_`2!s>OF0;N`=)1qmT<^BivhizW!F9 zt4TLzCy(5{bH{6s883{E(s2sls=3N@+VU(EHnC-{kAu4-`lctoD?6@lW7H*-2YG)g zkz|Gc>W$i& zv(K=A$|D%Jd$nHpfqP<=1V6#kMc3+&%#e%Z9Jc;6@JcM{d;a8nW1RqSJ?$E z*%h&4qGZ&DRKA!~r`0qzRa(NORno^)UC;rd#{79qF1ppdmR)4$jC4Lsu0=I@tb2E% zslgc~D6eY!k}0_y4lJV%>MjpSh|OLtu5^g@^lA7tdkx@SuB$5ec3Y+pW%{=3R;}Jm z&21nbF@wgauivUI2nLHOKf7Gl{qm2-Z$iKBhcvEBC)yS^D%&^h4D|Lu^)HUk?5Jk3 z@yi?|_&eh_5~(g{maroQPu^->;E^RvaPf?cJ9?@A@r@@RDqMonqTXdJK3wjdemUP1 zGU96(hg3sdNhZnIUcW#)o669N?DVAdc-yxQe2>KF>k z-~5hL>Fz=gI=7T7>CKe-Ty7i=cRUyhVFV(?>W7B z74q3vka}n36@RFA_NPAq`Y~P4BN@YFrVe9z9b;bC%1nLV9YeY2wW{_l_4=eL4<{+& z(FFnCt9_!6xbu8=GZWBHJZjDaF|n{l&9i{uvTN_CfdagA4*s{4WT%(%3P7eSL@mAZ zSpbAwEYM+8dkRSRytH_JZTfusSnO)86HopK*T`$0Lap8VPD`^GMmV3_lUL|hk4fp- zPwQMTX9$bva%-d-ModQyh}@B2uCH7rd7jav_=ebvwf=g0^E!1QEBQlt$|64$Zlc&8 zhP#)6gusQ^5rKQyER5hI`}tIv=f^D6MI%xufr^q~vt9|QWaQA%XA)WD$;Z)?lKKpk z#)?7kv4Y?1n@t0G%07PGKKy~JxBprfp)|}{xQt%Bdby1d8j~8Yyb2V1j-oOx+&A>- zip}7)jHSIgqB2$rv{-3sCy-rtO*I^ahCx(I);C5nFwXZ-~DaGTNU+D(#D& z?#DnS3PzefaP_=OH~D%miw=Lvgc*x|tn74@{%OJV!>VV)TO&}rZ+Ltk+}tD|{`o@k z*#q?q-Q5*2NdK&tZ2Hve7}w7pw=4rzvckY)_f&p)gjFO;ESKqj zY&G*0Kbv%INGwH(kAzDIdb^2(Eq_jX%x=bu-4aP_W~N#K|3VE)ZPwC9nxTy2p92Fl z;zgctfXGN4)M=5f{rt@J_V{Via4R{Oip#;fLJNna2tt}FN)DVq#nTF|u#Eg#{`LqT zX=>V6*P->!XszC%=iga2sQYYi)2y7uXbTzXKfP_r@*oS}W)mgGlhMdLeSK^&ZPL8z zyiADc(q+*cy?LE7s|PRoG;fKUsYIV)=`QbNP-Hug`kpZ267{63Qnf)696@6KQc*Kr z>dH!EZ}#VI98)1W#Kvf?GX3S}u@s~cxqrR%e6k-rnPq3}+#Rp)Jxd+^=9)FqiCYy9 zC{<;0zw4>@XSlhfiy3t#GpfxfabmfoD1;3K4=2tLBbk}2d>(ngS__aB8LX7|3bd5% zZHUR0<-do!Pv52+0N3`ESb^7V@6@Vm7SIH;aYHoQunv&QAKQQODk23jNrnWOQVN<4hNCGI ztYPK!QE*wnD@r%3d6(4>hKj}(vRsx83MZyH8mXNy2~Yr2z1=lunc3($XKBTSN}#XZ z%nwO*=Ly%SN%7YuocVeWpxYO={KVsP{W((vhGn@NEg8A`%qZ^)dJ8W)eKe&x1X{zAgOIwD zzo5b>EiPpn5eU!X;N6cD@!Oe9$@?FK=QhF)hXW*JIgmOC8U7Zm{;R#mSN^NKms zN*L#(zz==~M8m3)VVWYnReefUuiYjpkE`P+Eg{f$bb_Vhj5VTZER{IFK6|4mGh$J< zSJdj_geM9w^d@bl#F8ilF>|>8CA#d4c8zfS+=H%-mds)4RDskrK1+3>4{})8P`i0U zAE*x#v?7WXrHge(wrrw*Ik}0U(=?n>OeXSOYR(jL7lGVP*)uuBDoZ5DO9k`z&RKYV z$a{VtoA{-I1${A8AIg;vsM78mx9-NF=}Q zORiX4xE?8AMw>;j#>t%%zMl=;VsM{lBx~L^wtquglQKOA4Nt7%=;~Y-9z1q8$7)bFp`VcfDKc%fXb(k>GNtEDeuVYn;12$Mspgu1T)Tohf&43Hnh4d8Y-X5Lx@sL|g!cC*Fo@9wI%(i05nJ~NK^&m9|sNbQ_%`}Tl z@F~=Vl+{WkZ`t|0efVN^53InI^Z))f8>z-Gr;8gqjQ)bE(gF!dS1Qc1EeYs^bXNU4 zS*m^c4y@(@U3XFjF&}0ehk@_;4^9Hr)T6Cle$x8xDH;V9O}Uf5)&LP$z6sn^GguS0 zlPmbJnwqokX?>!UUx*A5J2>NM-65ZKcGI{^N;hxZ__9fWPzp5EegE`)MP2&%CRK^*`j3?XcNU8-! z-4uW_wJLABISPHaL@!SRcL*az~KH$w^A6PeKNp@GYUI?na432WE6OgJ-@g?-t zpL;K<9TF6`^N;!UPA3g}9=9y-{JM0?B;dgP&hWYkw(f54`%AQcoMY9cIb6n5YkC4p zIYz*rK%0w+gFOdd*{EH=F8^GQ{CC4w94J(uAVf_29S)hT)4?NZQ!L5ZMqI=}EX1{Ibw|7W#JF zwxK>;qmDc2Ul|RSmUNS(7qO^t!Jr|n3?1{$e_lTTrHP zKsx(Lb_T#DwTxRBl)r4oqF(DNTJLdFYaS=If16GRfeW*P#g zhP04a-XQ~t=n!;j%XsAzJ>!WJo!rUn0p@bNzij4y+mn7(9JIqgaXFrl z;`IXog_aQ_8xao1EP@k$d_N&!8zztEcohM}%6iWu?^BYM% z)spv{!h=7*CTRBCs_# z&LlnCL#&GhyD2V$cj@lXreCcJUFEs1pT&7}5sNSH){I8T>)}r6-Q%~_?^WWoquBvA zcR}gAt@r2a!m*O!raXyHq^KK>k3GB4R@+JWGZ}M4eC74~;h`~DhXW~B3V9u%v zer|Daaf{s)pt5eV>cVk=P*%BkUmU9wy254m0uA(Hi){QimmsVWfC`M(+L;mWt&)ne zES_!<_W#-3!5thmN0EkdC$F*OuXHwgm@>3c5JIT?FOY!$S`|eDDTgM}0fk;?&x6^= z01IAc&mBlZnl7*8`!8F=X9vCBf7UJUjQU<<)GZ(%UW10578;Cf=cN#SdZ=h`6p^B6 zp@>T2y$VgO3_Ag7%^swdSb{?^LbW80OF}U-ej{ryi44Nlfnpofqp;vdJCe5neQ4GF zU(HAJX}bE{s&IGdhD1ji&jcI0N{H@Aw4O@)o2GyEO+F?64vzM#BqmDUE7x1e8GI=l z%Y5T?Ie|dTUlJRSHWK+DoHv-m4WAs^cHJI%W!T_UJRN3i&ns4iqk}!q;0w!!iSpT5 zfcCnXgFY;Z+*oXkUXc$l&A-(=Akv&+n|7|ZaY z>xL-lIDI5(ySKQADoz8~$uKQG`N}1k6hc(Ft_i=!_eM)w4%#~aO%CA4($1vB6vv_} z3b)2kzgAveXiDg6V$|Da0w+^8Px71|aa$XAr{w(dqzm?Li@em^mR9R%qe*!$R9v4D z;RlF@im`|kU4zEoV&Zyyye}Hxwt#1FTw-$C9yifN1w11wu*Vj73%e`8B6}acuU|G(JKOxF&P1r^U1N{tbckG4ui?{HtnF-;p9Vk|xb=arRx&D1R&tVT zEGta)mCCrqu?2kmZN)~2Qn~j7VnFlHFk*sgGfxTz#~mVM{EjuClY=DzrR)p9=*rmA@v6QUpPEio>oPKCP&&3)y#6wS{>ZsIU_Q*C^j zn!ew_UD-DZyTW~i$4z+Xdd#ot9ujao8dt=l>eTvGHFwkNTe}Sq1xggm=~y|VLAKAZ zxJlvu-~HBVN*({x&_9y8UAeD&$6xJ3eo>ObZtm6u&n{{DizjNf#Qsi{>ZO7QNqRS$ z(phORLh>5BEm1A{tVo-|x9_DJ?yUMY53FvjX{f<^4Zf=Bh7GwLuH@Olji4XeMWWOA z4@11cNuf#G?aXK~%c;S6qWwr$vU+YfqWG>)ih74l6XD`IMmvIGD9o)1Js5p^BYd%? zgU>ho!1t0dOV@u&JYE|P72Uu0Yx=~)1eP95(C?AB*}mQW_;t_xwUPny(m79$7z<8q zE88oU)P?9smu+HPQ>oCmZ7V1JNi8ee%ZTch7kQ_rrwge;XO)bOuEW_u>qK15SqWzh z?#&bVG9eOUIdF(bw$ikA)J3!C!F z+UF`iA=uz##D%yB3cTbOQ3`Zk7NlDo+2Ysx3t|Kyz!$gtU05-@gFnsOjj|yV1$+KOv#Ry z_x#`dfrkZ44;7Xj{{7)l`1rMKplcJh7q^l*J0Kj#z->eH;E0Gz2K z|MxHGJfgZo^)pg^l~2Liaq;`mST7IPaQb$!sr0?1s46nhtnv>IJ-|joNp6cA_5iGr ze#Mjb-gg5;ktVh+(cq({wdaNI1*OHD{hMNm*NmMtare3y0!K2|xsemMv7*9?pqU+F zH8&ZAvoHo7<_2DGhmo#0v_LxU8Q)B4$dmBFt<|d!C)zQkB8~hP6_Vq%a=c<5mj6EL zXM3s?~VhLjdq9&Y_gNsaB;@m+!(U|zFx9bxm`Q=1d*7Z!(X37c=_ODAgJd?fa z)l0dFV3|JNaiZ}*5yQYp$}q<@I|B}DjK<0?wb-~a1|Rv$AHC(s{i;M=gL@nDO}6rW zw7Yhh$5p`T19J18c(lWFW?TyQ7k@vo36a(S@O^netmHF-+6;7{42c#W7ih_K9|~fe zzZbQbVi-l$W{$Z%I*dhx>@5xeIb#Ka?cKkOw|Z(NGO@&`T*yp+$_T*2fQ|YQt5Q|%MEsqzUKHOsYmhl6 znN7+ipX+9Xjd62;d)(}>YB(5=qH%s1ZFS;#xe%- z0$dP1Rb%6QtTDEjBOAG7^tNRDRQc1ypr~34#Q>|NsE~EW#;=1{m7gEnw-SpWG0~%@ zUxz`%tZ!Q(8Ea`SO@{$V2Xx@$%miIH*~xpoKY=9Vpah0|J1BFeu2o&6$1r5ZWQpl( zYN|X~(rkr-7uI;?{Y+|<;b`T*t!4LR`0tO3d~s!}IvyIe{CMytO>a#~&cU9_3%5>= za8fq*+|b~C^9CwHp+H@+#cg0nlhsY8;s3VNuU|fMTl{*m$CeQ`GZ^bF*o&)0t)JNlP${@;TW$F)Qb|8#~n zRU>4+SM)ay@$wB){U{Kdgg^IG=k+i5c!8KTgMD^?^JcWl3csg-FIHF}B1v!fCO5$J zz?Q$j$c0il{gUpBz~5mD*WQ~x*woFm3?ayf643ceFNOUhT7-JzQaEJo*w%lkeNh0H zYa^M9MZjTmAwi~$BdOwYefe8&&Ge$O%L#uckD1O2v4ms;Cu;>koizoE_B|>`ZxaV5 zD>57E<= zR#*@DN{em1{$s>;?)Ir2(yB6t0qk9TM-h-!vPT><^?z}piTFI23en$7?QnxP{KUzc z=KjyoH@?Qk>D!vyi5A{*7tp&T#LWC<$(Uy(n+m#S)n;g$ylkE4I;9tp!B?YtkIM~_ zZHkI^+FlCfe0hIEKC;LOL)gST5=(>mQE=7a)t0lEKvbDAXTz0vkGkb>%(h;SmCd-N z&^*qI6u}{3*?e&mQgTCnyZ{iMkpPCT3J(HPM#yKCdM%x8h2oZwmgX>BFXMuCXN3!N z%LT@1Y)7SvH4sGs?UaXvRT)~`6LUF z)6hAN?2CjTM5eXMvUsv`P{0nyNN9?oEM!y*kIoUS;7{~W0FM&^g!a6?sTyd`b4xn$ znX*D?3(j_h3b@E2n~Q*p)2SQ$f{LQ8#8!k>8D+wFJGESo3Nt*|g2RnWcX(e6d3T zc2Bt}ybXU^ga2FeE8&|s8|nV%ed%3A|Ni40tJh~(K@Y1^MN!LC)voa!&yNMJw3MU~ z){8-({jn)nfo?lKHE2QdtIHKqC9kK8J{*R#Tr@&G>L3t5Lkb3su5&YQq^P`0r3^N; zyzM0c0-yP-CAD{iu77~MuPoYpn0nKX2wLkMkWDo#Xkl zlI_{2^o=6YJI!km%(W-K24y^@V0@b^-ceb5F|O|5@t*s>YT z4jJ6Eb;(@1>-N~P6%C`PTsUz0ntaSLqEa%zFx{Mex$2|@==>vgAY-Ugt$b(J{uaa?o%YNsgaxE5%h7a0F)2mQR5NPc*x(m% zFZen8cbVZqNR{rY!rbAUOaay_C|*v56acbut(A??5A)4-6-O0wzoI75;yXtG!<_aaqs zM-*@!okk-uddO(RCpbiqE1g{KZ5zVBbYjJ6ZJ#8aK~^n4-C9&XaR!AWQ*J@6MvR*v zJX}Q&@LXuYKHXFm81C%rUPd6HYj{4uUN~32HxX!ge|b~Ba3C2&R6?0fMH_+gP;3nR zN911sFz{) zO=cp)O+e{#%7CQ(s~X%Qy|GP_fZ{D=>dZfGlm6suh>RpRvCf};=>kv2yZ)~w<%|9i z`Ng76{-+)9?uPj1tDYB#HPYHG*=n|kktGTwtTE#CsBl&Xk&mz5&q(zYS8pBI4 zWZxK7fD6Q-iTUk(<3wW%ioKvxkEriCD)*eIn9uB#q=<6B7!Sg;w6C&={pcr8970V{ zwm7Vb)9s-3eTa@A4(`xGUCm_bY08WHSQg=%T2APak6tj+M@2NKiE0lTx*k^;eJQr0aXwsZ-Z`6}*R))3F0YIs%wkc@WQ0DA6bLvr=o5>i_Z)5MGB1B_(jaSd#_A)dquCk0oy z^TdnIBazuQu5+=EiHRl@9!)9NbKfidQ)v5G*aTMalRl3;zPd3S!<<&iLr3Els+DsJ z>#An&VwjAfR+VuvSz-H_XI9;1&Q@lY`u2<`W|1WfZdrKe6a+`I<7!!4DKw8`6cz@6 zNeN^+HZj{=Fu97Tx`E{7>eQkS@s_NZPb|!pFr0pTTa(tBK9w*jq$sb_&PVYIV{fq> z;h7;t;q?zynu?hEsag`LfcuHzN&#?4W|RL2-R-|KZ}J=`h}Ja4tBwQs(6I6PdCQ7> z4Am|`Q)Z5qi^n2MwU^ADy9i>P-XGK-{&(-J3HCpzWsxqjo{K?WTs;W18J*I=0N|-y zibE8?WI)%%U_R7{i65CZeY_UTv-_%Eg@#^$!lJU^no^+UorKA-l3RT3zC}^$ex~sU zoYf&G=`73k#n9RY(VUgR1n%*aQ zA~0)h8n2AE?7=W*z=9=hcIw~ey+bVlZW(>If zY8xQu(%A1yu`>Z*4sHZu#TDOG6{#tn~ls| z5M(nTS|U?mG=>h|i<_nSu!PS%{~5m9Mu6QqR%GUNA1tXB@9cc7zkq#3g7c)N2&1a_ zcWz>DPq=zog@60;e_dz}gwpgGnZ=p+>v!&V==l>>ht=O}sLgchFq{ogEd2KiS_M{D zHPxgG#)I->jIM6ETcxP56ny)ssm7A3{;(ifRV@P(KKxEAxsY>^7OZoxMvI99|Fayzh-reyfUa;k^NRY-lV!yp4OCH@!!guGY<6M zKfs4hjt6z@brFU#(W`nH&X05V%civS$D+^ae_O9pX*@}Vka7yKrIY<1`g**NIWuIAEY^}L}^=bW{ zHq$5Si%EHm6<0*%6yH;#*xz1eSZ@kuESxm`FrwG{=kg2Lk*ayn-j_$&8G8eH-x?ZW z2tG7elO|BpDZ*Q-EB8#VseDY&pk=?|RUJgoD$HXj$05gok8V3Py_ z#qpBCap#kgi(#o4DNvxypjeJ+a&FteM?2Mv@q4Kyf{}Z(MOI(kClU}vSa+P;8GO`# z$uOP@iui_0@!OS6!FYF0NTpgzU2mTz6Up|TuOQxqB;@Ajf7q&%{;$WeB%!1XA!I@W zdnY`DxG9Kn+`zLrM1{0uMRt*fZ0+M4`dTGqJxlZHZFmLW5+C}ZT`0petip0roj z)eWVntXWyl$8+pvuELq2GNn%%m9KwfU1*MXsy_a0i%u`H9jVLSyUaS!5-7;AArh_kd}J&y<*Z0#kaHCBn}Xk zcV#RTa?|viqZx<@E}h4zT+Ya_GZvm$0J$%ZHl~l#C(wd2rG&iK8RQoqk*ivhi*s#T z!hT$@KU~lz>CVMwt1Mfk#Fp(W0k8%fHzc&22fP)IT#>m_qs>Rfy(J3-tvWc~&t>-` zr{krNXNrTF-raiJ;wjU036i-5{fmGY0g2O;lY6Fbs<&@IW*> zR{B_b@O^O8o{>5oy}VS#G9^-MX|!v9{->JGHQ{r2+(QmH`W9!FgIAV69SvebCWx!A z*?*_2LQ`{;#0i%aAIS-VqTDoJ)+;ixO{7W*yW{k4E&yb>c|2sn^&%>+EFSTKPAX2$ zx*w+lH-Fp|hk5ggY2-|o(?*A;EPNPV65Af3^Yla%l_$F*H0J4YOfyYQVIQhEatmhG zz)u8P7+?;Iez@eEMJt{eut5()V4pX@#8RVLx!||m+wpH{f-vh3?4EivZxmXgUxqk( zMb(2Mn8p(SG3@gO$c76pox|j^HW|IExAszOR4- zCk}Myo4!TU1{JP`WwZYbod3<%lX83|>GhQ7@6Q!8)OG`LK2@+rr>)pcl0KmtSl~v(hlxT zADHpJi(`i|bLV@c!?@4y@?E;Qx2#${x?iv2w_SD%k@zL{ZJ2iwa0VbGxg+Sq_5eiz zZeW-94RA)z`jOkeHjh1+hD2e}gRMP1pG`Co@vhwAk24$0+*P+BC6~CGYk4q;zOW9) z(V^Ev6rxx5XGJeHi;eIy~%8dVLkK9b`4QulF-a6noZSBzV$;|oI>DyE1@9|Kq zF&dPXqOfTSjpFUiGQ)y+UG@?BkRX>7t$&@(I!?|!)jhX*By5QfzNjqg)G|DS`|qWmt^FGaPL|7w!Lf8Nu-b~2}ZdNb)W z-ha<1kQzsH(7#BTe}UeoulhV#Cz#&S>&iK&na5`{r)EYMQ+KZh@?P9Ws0G-q3sf0- zUgAtrY*Y_c%5m{Msa)irbPxXm8v{C{Bm|v;RG-`NQE37LVjnu1{LdJ~h{(4Yd3k~@ z(*l$HnpsI-?XJapVWDtA+2c*Gt8wq~ddwZ~lL&A^8R$;~%hI-C`z6*>@0(`?EIWOaFMT6d<6if6HEq zNv6aFA+qSZ-+R_iREy0ad{Y!hxd{g>l_?|``&_Gf$ZZWuv%Uc8GqpTCk<6ZDczykP z9G@gsLraN!9B?OBo){&Vg#F~053tp>INv8G;)SL(m-F=e2DS0~iA@!Hi8;RId0rfO zTkQCFXMAU;WY;0)cPaJbsRd+n62EVdb~(^_^TC2Ucp-A;J<8MA_F-dDsZ1*OU5pXID3qZQT z>C}vVzI4w&Ma`@3t}-ZtEFEo2p+P5;hm%?n<+_T|8Y|TV<=)PWCa`l@mMHCf&xs@y zoM?AF?O082Ngl_$bkEkey77s;QBc%_r+Z}vS2S|`w~088>C37l6vlU+vAt+jm1(*5l4HdzDBj>$36s~!^C*V zK`WzR@_m-W|7|GYd-qVlGHLvk)o_+hi}MP@+QweUR%gKBm9G;DZy!Frcc^+UKOu^9 z`P;;Y5BL4`)z{XS3+hz9q0j6L>XHSois^U!gTF%7zfB{StuQx#Km#g#en6u%Mdq9! zam$(ne;{>J;2y(=Jd8aL7*&}L;C#$!)z)J*kA|p-enJdfskC;xy->ToMpLg$V7^uo! z3usPym(%ftW9Xt%v{eC%$iVt{Cavpoq&hoo!`|XH{n_%ld2O=$Xydz1q$TohSnB1K z>R!V!<+Kykmo`o@1Ebm2X%ivHT)~!+;M*0@WO)Z?GvE;QE@N5-_Jm}iKhIK;@ok`j zvjU@mUeY8Rfm&~V4uT56hYEkgSiH@V!Ca6`ZpUuB9G>12Thsnp_9(M+hZ&8He6PXp zQxn?2b+`0us3}A*>&&R37+u6fu^Ab4SE139N*{_JdgXLAS^ijs1^JpUabU|r2M4Sq z-=DCq0ZiCWXJM6H9kXKzGaJ#$ZrLzv5l!ntK!(^Es|t+*bzw~bd6+(Ttyl@}dy#7~ zMHPx$2n6|-xg3WCFP5Qu*lB16KKOhX05jx@15ZvAAfxp(bn6Jm3QDi*Z8}l-e!4Xh~bXdoIhRrht z^GzZaI+BneZxAo!ijuB$9}$+})a-WrIa{7xLTde}d&?^NJE!mmOH%XTpcZo&0kpk( z*6SO0?%r-e;NLcKE>N5gpkgMYDcH31O>w=61uY*tJ}wdMHfZ6i5t76UFetV-m*0JO zl3621HrwQ*30_G+Nm}E!1(m4Pa51AR_xQju99P~uNoW;#P^5z>`&KNY3v-D8O|i~4 zKL+*!rr`78o@Q&MSd`SnY@9LM#K@2C|GjeDIbAf_(eV4{SL&EtBuBk@z*x9M+ z_u^FUOgas1nYdT;4-ef;qp?~of|Bt$Ooyw4P5W?Nf9FL(d$6rq8_P>w`R0)(c66io zyjE_A$!aR2RPpQ8&!5{spjdoG9v~st|3zwoA(oq>=$+bR z^Gmzx7+~0x)JZy@*HNDlUUq?9-MJm&s0DDl>-))j{l~3^prnk{pmhNgNDA=0$UyarU+=DIF_S0o-og{3aelOZB$x5d@a#e)F|b z=M4>DLJ~VDG*MX=%z=T)eqs!yng*>V_WrcKO+$gV@T~b%+u3Uj~nIhoXAgP@Y4sIF|%@ZxjLX>~%m30dDU3sZzY6;3OFHH`oT9t5hdGhTN zuUL0G{hG*Sl6}SyXbSfClMlNQmn9aY-do!w*kdg}#x30Vb}HM&VsGptBJx`q!&1(g zk+M0tA<^!0bh>j_;i>m@mZULELY6BavgJlng8Vu>F2S4+`vKeO0j?lZ#@)1Hhzz3{6^C8pl*}-_Xv>CXI*!dZ{GlWE{Ls1lSY%!^Dj^TRoqSXd{Y0*= zio*_+v2#cm0vYjU?jC8oQ0>UPoGU&L&Z=YWgLg7pZcP1821GG$9!GJaZ<>Q?j0#U^ zP^Vh?W`DV{P2Q3)+WeShQ70DSd9^em@L`Omo#u1UmZZkJ|AuV^a=P2SfOpDEdx%I{oAN#wP0KQn52b2s6 z4|>kuEK8U;r4IuXxV4o)X(z>BeQp7!DVkUQO(kD<&^&EPei-n+MB(A-n`6gI;;8Jq z7`@%tVGh1@F*Riz`SjStokFu!JZ{?xPt6_vE~t?p-am~r6I3;KZ2y@gGQm;77^mH0 zOT)+;Glr~aWR6R$^l6K5Ln0N;Kv#T%CU}j>o^{R1X_#D1JO|ZWr!Oh^bZ#9fpbr6L zURq}|HXa`veD&o4tA5czDYy`bzjMoi4=0stJC~k)0duXrG?_j52`+p+^`1v&##3S2 zHs5gXH-Zwq#pobg`BILd!>5ng3ypL1uyT3|()BTqV}K0P6V2F-Lkjj8^ys45hwZ^V z^&Y0;g)nX&{=}{qv&m1vgBJRxuDX#Y@`WM>5!jT=Fn*TOfcFzTgt(pyX;_DMR~S=v z|1j8)qx*%_t97*{MNLC<;2sN$&&9(UF7ikN;iod}y{Aj(WN-}4>=^<>IVNU_e_Bmt z%g#J#J^y=|(%Si707pCCU!&byMYbR>NrsTK<*m6!D+o(TQq}KTu$yD3R-G;wmo-v3 zQ{wbxhgh}k>sLnv_E-rwBy$Y8)oBW;CdR}d(oxGgR?Q70;l~ZCP!6TauBmli$h*7j z<{yzD4l^BL(EVVplScS^bl(Gjn-7Ek?kHKx_BRbml-AF33OMhAQcnprcn67kP3QJC*hA0Y;0m)YGoYqMpW|{Zq-yxzL(ij#lanN&9jDX+FJVFel}Wf^4sN+LT0Y>#)QGV!J|Q`^io`-9D+<YrP|p6Eiv9`7)IRL|IiIn8plB2`aiKKN}ZSmfPrF9u+xveE05E1-Hyw z-%elZG98V>B5kjx?!HZsF-pFl#|0_BW~6*oe3Pm0T;l-F?-CPWLD?wBUZq{S!?SI7I0(tNl#bcsC!e-7B!Z}BblUi~t!uvt31RG(6woHl=;^cao%ur8kk2_>SQ zm!&uO4&;gd+jpq{_w&bs4V}qc8HzRsQB|uk|#OiNEEs8R>YAz`yS4%M^smMf4bq^Rs+}QRC_nWCewXoA4 z)L~LFGwlOa7VHlGE)eMTRt7xfh}2sQbTWu9*`pueXku|*yFq8HoSJtxN;5N?ukC2y zT^~K0uAEC0$g!&pmAi`LkOlZCG*K0gf35(??BgY8OP6U2dBGb`F#zW@xLP&Tb8315 zR-xruWPT7B%3)@p5@xO&@bmf;jo>pS|BCTWnecL)HT63n5S4pvCS9Y+yAJwlRsz`l zsYs>CMMs3Jl#?w!o74l|Dud)Tur*U!U5=E42VYA7rdRXe`-=6|`BxBfJ=%m;5% z_oMDoRkt+M+D>&>ZomJ#e{zttt>};B?GRLv*W~S}Xy;NnU+`dwKNig&T+bp<$f|1} zWXWG1@lq~44hZf)WCd(F(O-m9=3zv%EWd|>E0$eOJF$KHV?6%41;hdPJ zri5nnCg3y~Aj`o#?4oLfl{N?gU`;8uRBwE)&HMk+_114qhwcCWh|wSn7$aq4NDUY% zEsWUc7%4SUQt3wNoODS^w=@V6QlmjqKt)1ON(2Q(5dCm}?;r2?_c;H89k1isb)Dz= zd_JC6URz^v&soxCgowHNIe7dYNE;Y!ZSGLRu<*-m=%a`E-<{^NX(Tl4y)++}L zvLKQyX5j(6-)fv5HP{`*dD0_D6U(CyCiMAw&t#}c^ME!;l-S0h!0i+R0e}|PDdPok znI(@(V*H>orL>4qrzQVBkhE(Xpe#Prur|STi?`3NHu0$=dmE1^hoF2;^3CipL$DT7 zUJ_DB%=+oed#a2VtPaim$kwZ^*VkU*Kl*&Vj$hAeQu%(X7|1|X-u>K&ub8yYw!=3& zX}u74bE;lhoqu=BU30&Js#<_om>xf(yH=lZF6j5?!aF?CjNImoLMtQbcjwlEeXz$= zZK|W4mX*xTT%jQ=NQ0Ng6Pdps%|b(LK7^|b)^Noti3Uw;tr-o`>-2W@dKfxvDq%-a zn2ju5m=g)~vRCFE!ljxpe=KzPBV}G8i28~6$I+R1%|Z8i20Ou zt3hTCh>qGH$8m!zBzbqS4J(lJLw5ELYyacHxfz+r#}(?{tj)@c2?7m){@#*3El9a@ z4qrWuF~9hdDL~JU6{k0v`H#qJd^6>Hv8_K^STx#jDUafDUqm0L&U%BP_@WA#8Jpf9 zhQ#C;Un_3Kz(6Q&+Sor~IGRBtl?c_pI^tgv`qJmi>8j!&Q4trM%td`CfrFhUko+#% z80mC5!S_6ZNQk;(*t&nawP)B%)Ez)Oux@EU#Q=(%{5q?Q75c7_^swa7X1_{>JHEl9 zPCAe+!_m~2-J9~vA>dz|Osr~SMF@^WYmcD_SC0esG}b_W>YPJz7nL zM*M-5^wuds&6*$T8BvL(C1^ElM#soSHU&f$)fDuxG@+E0nFzn09F$#zNMM-2f)8=LQ6O=^kF<>^|h5JD<9E;MpO6ucu?<7nX6(O}Gzms}S+$dl# zsBX5T2+BL}^WWX`d>0)}0wfwxEj_Tn60&lAY74R~L#A~n?((9V&6UnKC@ns^Njda? ztW%2-aC!f6fdqp!$X`b9x@IN|uxD5sVDYEp+LMP$Ohxk7VUe*osL^`NoDOq350?iS z0*5-`)qK-Pj6&vr6}A4V8R7xaSe8h`WSB=Vd``J}W{(M~Hosyh;U2}K_C&8w7tECY zOn!fNRp0mM&(vKmxxaIz$?+l7f8V}-eE8^z?MIFm=`iigP(y|7YOGp|mzDu6&t$@! zF+~v23Y|#`y1w)eYRe%r*ls2Vok@&dnLhC%xYAUCtt@9xc*(t_D8|`xUb}IrjBMqe-ELP zBO$g-QLxg+;v+LEwzugDltU_jIa8A-}yAVUxTNeyY`TPD4C=4odx!UNOaD>sx0 zVXv}LM63kjW7Qbx8B7?a@{Jke)a;pIyeexUx{TrQ921wVi<;kN=2v z`BK93=Je}Dv|or1QJffoFyKTYVM~0L$5}*%`^&j__3ibex7pF_iPKa2`-p(?GJAXu z&;~|qcxb=YqW9v5St?ewaz5^MhF33dhTU5hMl7-a2S(AtG6qqW z04F=9C7#*iTS)^`<;qFQZQd&YlI5J_e~yeqYhswE)H7iMVtTSOMwua-a-Jdd( z$5D6qjdCZ=Ss@{ZVhN2}Cq8#?lvi3-0zt--0j0D$9d68v>n6Yt6Q=+OAR#-{ZI_VF zQXbXiQk(I$r4hkv&p`RB6Itacvp*(s3(EtdS6mrTqoB zj=fsE>(iyQc~}NC+>(>emOUC@=a>ZK(}pVeK$TrEA|~$Q zyte(n28Cwl?m<8pa+$P1QJm#4=jXSu=WCYl1D{;2<6n1OQftLTe{r|6<4s1J zh?z?{5OkXNvM5xt_mHM)ZbKbHCkC^zqJtck0z10tbuI&wHDX#DFAZ!zH$6N}QGz2(~m`Ui#g5+gy z)DZ9T4xM$6fK^Mm!MY~`S@Jd8r#Z7IgD#|{@LT({uL*&2JrrA8<0+G`8_x@vO1p1{N)ex5 z38mL0_?2@<8bsyODdP*0UynGdvC(b)W)~;17}{5Q;vxfcDFt$RLY>c zdPapaw+Kio@^n=_7QXW6(vw8XAh==#L37_ow>uBG=$js-?K&}iUug@HD2C*P@dO@< z*n3x!HOU~V#u-zLg93slSfYIfN%jch?r7FfC!|egWx$gswoU%;Nu_7CHPWnK@J99S zg+SiHjld_8KcvzcEbRA0sU2v|&p$|;Xaw7xU^sN5I0(dZCz!~lxqJcSZTfw$^e&Fz z(kQV;za(X(Ps{Xo)KJT1mt`wc`Z~beC?qJ<$mzm}kgzzwB*t-Wl94XGNDh<>5C?jU_D;W>81Z6alLef%N)S@iCM#_d@lenGtORXH zvPE{f=+H<4ipDuWMR)&7i2=0@aNGXGO-h!ydf!Tr`!O<-f6$<`L5BLY&MbURkf%o@ zQ7&}8?X>^j)whku|E_;tUiSQo{`Dm7wA$>6AndWM8|s2;`~4x{aqBWVK`EQ7wnIm$ zyYseZl|l&Pi0ZuveQ$pkGe)uqt(5QEdf5qVr~SLesw4Tp44$x9Bccrm7j)~lU=R8a zZfU#W3mrGG@7<6AD%FA{$jNR=DEVkWK}(Awd#CYBN{)x-De;_6B5~@-7mU<6V8COt z#PQs!VwBD*I_oj-P=nQP;vd4CHrsWnqxS#K9v`$7a%M*gYzq)!IXt8xwy9YKQp)az ztJw^%=KxkaH4lj9mgZz)+o9+^%c-m|UVeH9N@8~3mtw1gRv4;T=+SfW+nH)fH5EZ8 zzGHC~^GDM+bhpAHJ$1mRy>^iG4}Od3PI7c&mTU5?;{7(q1oy}=s&ftUZtRnP!3@%}1$b>;Uzz8v9iuQ}C=2q{6;1=u%sUn+bl zUWLkdu8$PD)1klATHt0*$(=isV@Mc2?@VNh_MI&hJnG+nnc1jAhXs&7=P{S?VtOUp zoa|orQlXGetL>PwDlM6Ajc}7KPaZ(U%6aDe$u zO-lyBkDT_s;u%)9^e9=agOKc5#Ch6LQ*rc|rOCdt&oc$HAwelFwJ+|*&U6(>umJru zH!J<8fTnkEKA?lvl2sECc9yeSEn!Rp*<%r+KwO`P#=I6W`|;)ZlfU!m+lt|r?f1fC zyh%#i-lw!idmHl3oRcXtKxoHntVTg%rkX&p&BpWxTKcJXI4d^^7&ypGv@MS(i@~l6 zutZyp4pex`phKX6K%MyLQ4HBrSt`_axVO4S`;rc3G8m~W&cLUl&3gmzT2L?mHz24? zf(9%PKe`cll|2)t1}DR?aGwV+kHv+7G+{4{N0*FjvKwM^470!t(R(}I#zYDLuKGNx zxd|8t3)>ljLbDQyR19O?wFg&o4RrqcMCZ;1o$VBY^VaM{VF@QV0Et1E0}iq+)rRq+ zs<0nLD#;UPGf+!!DSVge^xd)VrXF13iSWv?vAGb)l6veAil@0vo@|~EroM;&-Z|Ne zbT4anrTjEI#L^u;Yles^!trfg{>Q9NBM3Qj^%AUs z`1srRWsb%+=aDUPNax_-#R_t~;^QEs$9R3WI;kngQ|n`ZG;@WhZ|X=8?+BTxU8p}X zSX(nYy&|Tzc(Qs!E@@T|fD8=M{%lAgMT&*}_FUy`8y7U)6wKyUZZ%(r*mer4k2t|OOTsCg-wY2TtM4^?Io2oEW^|n5 zHm^Dn?u9?$^1Zw#m?zYNSdABGb{nhX@UTn3q;+(9zOw;=+Y)V$Z~J5x3{C}UM!azH zpYv(g99ht@pj+k{HFtTRoty7ss-`=qb-OeQSw{wFwqj~7@u}8AV2y@(1TbLxZAqsO z(lxz^yi?`-2FMJ6qvIoffnLP;9RAz?+Tw1GpC0eb@7*&$ak*kSUd{(8(tP>R)2oK7 zkuC#!JN^kIhedgMa&7t8k~ z6H=_A(zJAGW^hBAF*gGSvkfYKY5>-akegd?E#x!_psZ+d7X^F^f=*fk*^+JMKc}U;ld27aW;DYJ~j#xxK+oayqR0r1WgYIAr zJTS#sYAcJ5q!`6WHldil8WBF}s8WHTdBsls4z%bxoshx=){|Kn$1YuNQ&+t-&XyNt9Rw*W60X$(wMfoA-dl%~og3{w6-FqFIC zDMUt+1`Q+_XOtP6Z6ubuP@A_~X-3-Zb+>-Zz(v4#_^8UUgJH_z7u-Rvy)oD<2Lc}~Q_BHmBbkn(pRX8iPUoO)ht99P+J4Jr4d@cx?@Htg+ zzlAj+a>`c-W_aW=FWg7OiUGytB#ZH;bv{QUci5UtF4-cy zFxGu5ok4;tMZCkPpWHax@Q2ATL_;yydtOJj!IQ=zXeTDJV}pZ#)*a48gw!S_V=h{1 z4Q;sFRsTQA%>J|M6}zS29j3)XKQ4JM&g+y=hXC?Zx-P31^5jJ>oNIcj)y0{T==gl? zWS(32CiIsMiS~kw#l`EKb%cT_x?&2@I~>Ai_xq86ueZOqy|bjH-wN`ss*MO}*1}$m zJXsjUVC?{pLW?$H*_EwcAH=S35AFq?lDwrBwna`i%7yiqwRMH>?^o2lk0R3RgJEW9 zNuk=g^qWx!>3Ku8R0x}Ett9ETqmNz=nG67FMQ1`F3(QCqOGQ*BZr;QT(J>*FeRXiv zB>kJj)et8$*?vdhog}$|U9C1ga23YUuNs;o__^ z!9+C`UEmuy1FeVdV);w*lj!uwy6--u4o9zCri&Pg=dUO2gO>~#91LKsIlyZX9~WU- zco7-mf}wM!#))CJVYJAaG2t(mff?dslQ!wpP(4;o6{LzLcBqV*!;Whw8VGPpM@>zo z@M_Y&@c1TWMK72#nSc=#-3ehk@fs1h5fkVz5JM;&0S;QUCbuNY5AUL)Jo%9C9Lb~S z8cW{hmw}?1UNU0`;D*{{ID^QIm#Xyw%y;6u~xEi2(ti_i0d8k9W|}faH#F zV+9Srik@<9ZQFLVxAAQo=fSKb?mqTFDfDsNAshf}sY45$-1X2e4&+ zl4rzgLza&Sn!i(cTk!J1oeGp7W;YfZ(UWlSIek_M?eg1)X(<{g)DOa4(UKCr@l@uk6))?yzU zM4IU&gn35h>HfEJPpXBRu1^6fW>9vwk{j0Q@Tt+hCg$gAD_ir2|6Sqz=hSKL==gca zwiUkSOu4bfwL46ezl1nM&{=2%@o^&aBxVzj6rRRd`@SQVk1fi>p}g(_K7DNPqH}pk zhkfT$_U&)x)Q8|mf`>;Zbpa!*$pde+FQ&Apdv@boCSZvQowxXw>ALrW&<>0z^|){! znh5j^z@~U0FJp&2s3e+&XgiI#v(;_iIxm!;o8EsPWgt-)!du}IcXl}lJbOO#Z4IH zbXkQ`1U%YZSADkV7OPdk7)fG0b15&bl=MX?Peoa6X$gRW07~%qCZ2|0vfqnMFIQe2 zcWw_m31)RU$?(7TGGTqSmY@t71ns~?X&l*k?3&EV(roV4f+*O_Gu-MkIxZGmsf26G zEUD*Z@2eq4$LD`yUSEa=Mx;yWffc#zX$;am!KvsgwW>TzE5%x_bT1;);3+fifJ$5o zDc+fIlTKS8hN9AS4Kmg+(f!Tjdz#3jldzEZoTW$&)*@217n#mNEzd>6HsgHnatfV# z{rO)X@sso6Ca$Yr4#K=T{U5HQ{k)xKP@T+T26vypeJ@V7&|JYI8!e&mVXY3z`e^>i zvf{88;;ab3f-9eai#v2F6Aed`utA*a7;dDXT2WOls{CkUd}UMhAfi^%J&|dtp8qk< zI0QrTei|adJD>)09Md7ehp-J`CIy3HB(-cohQ1u zPp6G*;SYL4Pz-gQg{Ay4E74;0U_#LIB84 z?IUj_Pw=jNr+Jn(IWx-*Qr#OBpiTa^g6Gv0eoDC4YOleRi!#nkEF~Mb`fAhB+iqAn zu4L!yMb7qvt%MJPL24AkL!9?)!KqnI5p{Jn36Z49Ep1c-hr!p~k~d`jMb zMcrYi(MyI%GV!Kk^n5CxOUj?yg3vLnwC`;{5GagGyS_oC+pP8G)u&e4RcH19O=@f$ z5?k)V_2BZfNuL=cSl%!6+>$5TqQIuTtjWV zleMYv5>#(>gwTvjU4ipxi~)kUx6UPR8%aJr6h!5(RhF1|dMq$ldk$t{5bXf2d62RM z(#KeSWp{Txo&m((tOFzr6a~eQvB~pLLwa=-QPP&X?1yVoD*tl(u0qe-UVWDl5ytGB zJfad%Z@GKEQ@Sb&)Om29zdcrf#_1u@ z;c>#}dj%^$!V9W1DvGLqg<`pW+FZ3M9k#vwxbf}d8`&{qtS3VU6>m+iqhQV)MXVmc z^W%%KcuWo|^3SA>-1n$oBY=tdsRny!N-vexqLjybPA{f(!BCg zZS`EBbDeC9aDnI7zuNR4f8V)$(s1v(p!(jQ_4u@!3e{5G zW%nqA`P`*SJl`OKPrvxj)f3sHe;WHkK*|iNTBWe_ufEVSEl8~+2|WqUR82O6yhKx% zfoXDS4jSar7m@uJlrLw8dvY@CUSNL*g*@bJ9tN`!@g zIL1hEk}^37sN=HZ)|mRihkctV+4*>&SF*d!J@4vWyfOGv)(wez+4mmw6LeDOfi$VS z{bVB^M4r=Q?Itm>w|Ix;#kIq7S99_>1y5u3BVkN{RQ2uBS1mkQRhM(NHd+;*CJd?M ztoY4XWBSRu69{J9`nY{_Q(RPSY!(Fya7;P;Spq|HI%y)tw_dM11njr+3o_*8|6ZF? zzdSaOU{MW|JhFI@QzE8Jw|TP{(;pni8gdir@BWD1TrlL@jLdo zVZKj1y4K?oN;+6n=V0 zp{Em{kL_9E&7~)AnW|2v=Ze20h=$@nWvdTIkatIC&wHniT@OAxHkxNxb3I)B+B!&0 znSM5Kh$|`0%%x`Ch82oi^c4iqa8nxSjFMzy4hU|0{PAqNuuc$jFqmfT1wEur+4M5g3ZcQ z1XMw+fta_qo3p?v(|w~FWEUclxb{}>SCR?3gGU3CHs(cuo>m zX<Lj3-Kc5aqgjlZ^AyDaZxjmzdF5^b(KUfAa}T&wE5*P!^5#@qPm zKG3zA!CBV8_1HQMkKhof4Y`!lQlZf+vQgf939fY2DjHNX6YD<7C`veS$$k|QGIX-A z#j7h?Cl?1}LlINN=tg}|oDqEdQl;OyAc}?1K<~W#)LK=YjK%f7jQ!FKIc=Ap%zXjl z3!*Of4^o=mUuq18wkg&B_)`Y$4u$^w;3ILuHP<$#(wtob>%map>{QK<95X5SfDEC;GvzacoqM_9L(uk_&SMv?$E` zR1Au@tO~|`m^hipaG->3Rmz+l2DSSB(qpL>7oTKcCc`@Jz1LPENd5q^y(kNgWFG3T zOe@Ou865C6PD9XSOxHI%Ha@9$zdG5$r3Jk}e`jX#)m{UY3 z5k|(@s!RKIVbqn2H5nfJi-{JnA=gQmR0=+B+?%bAMwB63fM_ol0fI#NlftGOVlk9F zMKQIv(q#;@o8Hh#*Neg;EL7XV{FxZDnT^5yYE*puwz@u zAQz?;-{y7FJ(GVQ^w0VRw~}WV`QN(9BD(m``XXrIjPt>46P+kuQ!dMsx-Vl_oGE&e z5Wey!cKeBZ#pbrQ-(rVY$JWKjKR5WzZrkm%E%s=#&|o2jL(Ue37iAP4P!KPvgg4flG2x>4E0h-FE-GJfo2h`RTc?<-GF=`>k7u&-|p)DJc0pAc(kF0f4!y zTq-~4@3_MSYv)7Rgmv%z5VTeI5+eINn=;rz%AUM;mYX&AkdC;!&O~|M+BL09k00S^ z)5v-$@GFKz+hzI~3UQ&wl*UMBwdOo-nG?@1s66O0xAH zk;?Lj5iA+}WUQId)tsOXX|_E*T5J1qar#LTXW*N^&jQqVeVDnH6Ah0waZ^Aw^Q^@4 zf#OgQ~O5{5F6nchh+EqB3A8R$%u9yB*zLr)zpj6_3#XA3OeN--Ya@9lFcJ;HS$L=cZWPku5Q!-ch zWi~24gDsW~ZVMSI8{)8oBN2i}v9BC=XJJXDCB>dx7PyBwNNheL!rz=*QJ5(GC}}_h zyThR7^+PSph$A~*hwu3pGVqzF>6$yUQ6b#gu4~GSHbkGn{B@Mn(&H>IGXtIlT z4+upWz5aW7_-j4TwrSw+V3>^-IhiO7=>spLkG6vSy--1y#*pMN)fsymo4b3uP_cu+ z?xm;dE_pOV$e`_N-FTMd?F8WGsb++ESA^ICNkg9Jt?oS9&#wGx9mJ!W#ZL##2w~a5 zmEWJkhrQzYG`qRG0ciEOvuq0G{EX~mGM%_PNm5$bZ}OE`XpniquKT(EO+SNh+~E!O zX%uA7?gzdzHdo_>U`bt^Ylk%N1-6A*x=V>#K+~evyKctk*y&=;=-7dQ@z@^I6rY!O zC6W28^L4%VC(;ck@z~k=bE$Td@qxGUwT|7%Qz>t=lr#Y&jLHhOg>eUu_Qs+e>7#AY z+>=f-_NGxsmu;9x$;bhnEfu;{QyX|k0PsMwjSdvDG>NKzQQC{7D78NdlTyH{AG`eT zwPzdh&tFfrpwKD5?Tra~?Dw+zR0HEoC4u2{kksKlo5R1I?kkPQ>a(_d+!57>r0D84 zvN!hN=pV+aQxMB99Y5w|4-+RjNBx1L#;@m3Muv&!{Kw~Lh?ZMe$%k^gSvMIZ>w)@QrV5K zAZSGUWA-tO?B(*&elcFT5{KlUtzNC}sp)0x^*UDE38QpY0hTY;+5M=RC__-tF5hNO zhUS?LDmuk;q}GbyaBkx^zHbZ_Raz1$$QpX>2@XlfkcL{0>&7H?Dwo3&VBD#`(Y>2+ zEk3=%W~$Y$Vdac3>T!DKDvflg#nJT+-SD}(Th3+z#5ZH=3seE&8=pkYg?K(8g0|JX zm}<(VBet_6XhMYc?Kpk0HEf4LC)=oEkO}@6n^sqGB&oJtD}!>Vn!BOj#YGK~Jtw!$=jqH(AV-COzBQ!9Mh%1k<*r{S9ax@OKUwMb4c=P<8XmXjc9Ms&{ z5^Ydx*W7bf*}(L(*ur8{#k`@HiPl%!!%4k5$uRzYrRq?!p-bYKMZJ{^;i)MvtCS6@ z`6VeRiwO;N89iDo!XQOimXmPL4d9LrC2+1|SQ#)PSA7Q+diB$naQ9=7Dq{0M0|^&> z{f1XrCWzYcEmK~$P#7L}Wl)8KmrmRg6Hb8RXr_3oXEc;S(Dae^uYp#ee?! zwi*T7mG*2Edv1*zAIZQJrK8E#-V_q<@Bp9LEiw0W8a zFDp%b-5>Zw(=`bT46-xGeEdQ``Y5JqEY;vokP1u?Z+je&pmSQ07Bxa|nMUuAX zLOKLplhzlf%Dspg-sDPe87v$8?mvI-W62b-2zR-J~Y3xY+3 zC~EE6T2VD|rFzflIGKO!xSWU6JL)PksITy8GF~=%_Wl#O;nhyp4E(n;s1RZQ{HJ9z zIMz~-585*gH#8@Y2Yf!X1%8xO+M9bbm1`|(YS7Gqc@;t2nf zz}t)QgSS*6-%$^0Z*c>oG<8XkT>1boPOI>598TTux2q`(vS-LBpgma`rPo%Gc$X73$%2VRMsh9B7D%>!ruujwrAgdb}@B78n>1a?H!2e2zV%kVpJ`r&qvg#(>ae% zN%(}fNp6}c!k3Ig`HS#>S&21c?WOC$vS{PpMQh$ZB^B$if3<`zLTqX{*Eb zryWgcX+*A*`szCKCESf?VUQX#`}@TD9#3j+jtAK?DZGLJNJzg-d#=gQ4&d1!K~ z7#nvcDO7lebQYpEzrWCkcQ$OH;NwSIG_PW;vM3TqQ`U@!D5TG7#g-ac)f~qX&~GoT zR$WQvQnjv$Tz;G}lXFwif>?}g5hf-=s=VitYKMt2@?7B}c%12n?WA#+XYdTsiUrnA z*+|!)pHa7(Qxr8Iyi_jTYmCqE0V#atRhz|CX#=4??Yw{yUQ3g3ftG|kk0&Ypot>YB z)^B^9RK`0ywSY;-&47r?t{Q+&Hn9(+RhTGNhA8H96o*YBlZuN5Sie-r2mGjEX4|#i zi$Pn>KTSqVMu;t0;GZO;GY-;*1oR&LzDbepjNZR-rAbFD3?^G%3*;&x%d1CiPNz_E zh+clCsPZM!sHHFNF6{8(OhK%pA8Zek)R&MZSK~MExnb9GO_+4e(-?f?f^Oi)=vXMx z7|?}J2cGkY?%r| z!lmtcYxrfr*OSMHO9j+uXR{p$yk{x(DQ$8JKWaQqc4UJGTW9Xb}1x|YL>kV zgWdF0$85>h{!wW(?%2%hKLY3U(ONhI|Krasf_*#09?oKJ+fHxO$Yt)_wmGf zM||vhGJEcC&`|Px^M~xAW?$QW5r}d6*T*S^m_QJ?Fl{6gU9Cg;V-}T474a+k~+k>_)MP^W(nEOM?ho)fP#Zy0I7-2Q@u;^jID%SB&r7 zgUX--xmF%;NuG}kuVhV1!C zz+l8nH6!=2!-Sa`-<5B-Z_ceEwLBV)?LN}^12*Q4u?hCLRX2__ndcU$Jt8Jbc5hj@ zW5EgDv>8l`7D%6K#r_jn-GLeky^&_t^c&i&){2s2ixX5Wuz(y2vCx#Yo7+=P0wd=0 z%PQfq82Sa}YJN#$$>}&YTaA>5b#k8S{ya3V1#i;i(?A~MgU0WfY*pb$rkR3rh73G~ zC25#dX7UWwQ!}R)y9?q1`%|M$%^Omw4TkCVz#^08h0vXA0W*5+K%5a{R!|7y_Kldz z5xYG}4C+q3Wr7s{z8}3c%U?q;OqwBRYo+<@`__3yj=Z!Ht=OB42;Iafh|ykIxo!nh z%;+tWjTMR;=aM@|_7HtW-16rlr2@AaTRUc3Ch*#MflNv-Kx>hS3y#xl)rV7%eVU3l zBx$R+sF-7+){ObB$J2w_Z|B&G?R=(I@M2dVbUnEgY3DZpce zlN{XpPS3u74?R3;R12ucvguv2V|!BYS$c?NY3jtmPMy^1?F-*n$umbaUTT^Xit{4x zH~gqmDe)>7~e|2<+N50Oo#T-xa7iSi?cD?*gWQmIKMZI)t@f}zAMO}x$L9e;c zHm`-Pt-YheJm2QBq0Octjv_q`ByH89OSN=hN}jcK;RU{tBW&=`DZBJ9(tbKWzNUYR z6C~tx0P3$@=wmuEJbj`>pQXVANu6ycG-wTX5lnRG72^#G-S%7b>Pf4$Na>|d(#t!f z@;u8!5$L9^(VPkJTgA@5p3qQ8^=p0)ZIP@e@jRMjk7&}sPm$QkT$S6lSs@~$db*Oz z^0J9n8zw_d6=|wmq}7Y{Lh5MlV_aW-o-e0RCnss7$k9KR+#DS3L%?TWD)}5w((#C( zj^o5(*|`?rpKjx;22^e}_F@!p{-&E?zO)hQMDhC%{b$QmmHmY{TVIIN^jy|-TZCj` zbZ;UjJ~5=W`4CMp+-uG$H=48R2e6@8HC4_`lcZ@=5i!b*T4i}A`bc&X_6Pyv<3BRG zgUT6#JUHydvYLSa=@dOmaFij);Wv^UHnwT4Lr&I4mA8DlbI3k` zZHxNYcA{-ipEqz2k@?7Gc`U66?*pCiyd5#Wk^rOd)P4UOXQYg|#|lnXr`Qzae#Pk$ zZ%nn{%#sC2F`B#KJymm3H&_|vu-Te8#amR0U+?$F={i(DTi3T9$qsriUQP_s4BIzH zv}AZrKHM3~BCP}|WV`;IMts2_ZdvI^2`W0mYk;5n-epr_R^M@uc?zZo8LJ$CHh#6XE2d-jebOar+}>BDGknWr#|{QCna(> zZlXq1(x)vb;^XxspN^s0CF3TW@7%Q1KEU3B|RQpb}{zobP0z#hiyYd49_8SLu= zc&h&vqIO{D*T$?8OEjGo+WanU0J@lDp6JV;gNL}u+OH*kB>M;n;J||Hu~opkR|+z< z=hn=&t{^_q%~V{Iu044;LDU^ z=*Jl|fY}q}Bp&z5&d!y%&pp3x!W|rJw!N#g8J3&u(6{ko;DY2Er+h%r`R83_J`xha zj0zqr^gT_CjL&n`yo{!+h`oU@hfV5onIqB@VW%M7sBL0?IvTrtC5P-Y$E|HxHPn#k zJA_&|5FXdqfsl)fY0b%~&%cb{- z5FF6NQ^}DC-2hTdOwZgAg33weDr3+dN}mCh>S;03F0CtzZTbxNFXz!8v*n>6s-g(1 z=b~lG7-@76wF4Vtm9?9q(~>Rpn~@{tQuP95&#gy3X?B_yyH!r4%>Oi{5BB!H*WThZ z*w`{Krz-KdfBPMc3v@U^orG7ih9(a$BUoFy*4_bTT~p7cCi{js;E@C6D49AZl9D83 zI@yGWzi%3up{mv_HHRb^2g|ES>CEd#&&8b-ySxV^Ihg(^hq4W%4SRh_pwA#=xv_7L zJeSsJ@(&AUSnSIeRVbIk#21-`n$LIDknp-l$x|71Sj4muO}~SL#ipf46~IQZnrrFY zlGLui{QE%WiQWa zVoKD46=x>L7r!LjZ%=bH0BY1#dl3)rHDeb*LBx=x@mVwXe-59`Icr*XX-vp&H*O5tw_?qNwb)QzZ*wg~pF&;lY9(e1pJoaSLf`DL~$4M9ToZ&qnw z+e??TrL^60I8$}cFYmJ|QCv;~|0T)+G=p19B9_gI!t7(#~_YyY&sAYJsJ{`S1QvbFXqXROpOavMFl z6grvs+RPShpaWk=+xz`*KMx!HBtPBVf`6h^ZyfFKdE+@LMT5d42MRy0y8LvPF)Iqc`Wal8Naot< zwVs?%s%9&bOG_&u9lKC*^f8te@33ExUBZ6HZlpPRirUj%C0eNPo*E*JowHUvmQ)qy zR5W6ypK=V9#L!Csd=$jhw*@#kZB9r-1)J=tzFx=bf%Peg-NVGvW(;4;=cQPsu_y5} z*u)hl4UZGn5k&(&zu>Fql+1bgH(X=LAp9mU1d6{_rIh!~;x^_Tq7Z>yuZ|Fp+KQP_ zvRCl&pcFo&1KgSH>47$WDgxhrCcJHaX?1NgqcbR&pUq6TxyzC$U)=5gkZ zf5$07pH8kgiNo(S-gBi{Y2IknM$(7IKrXm{C z$T&xH;?`vMFXrgr`Eq>Bv#1BBlDsg*g9t`tCVg-Q;HA(>l2RqPKBiCTmPC>M4h;Xn7IpwA2&c&SpKBbH1dFrQD6+Z?}+v~rp%)-1y^ym;# zIIP4EMyC;;ef!?+e5>D}ckVmJPht2$$Mz<>9!c`<(FSLZGc7_e%0sN)#;!lyz0HfM?qXKpd( z!~3YsO8M|6o*h99xu`t@5cUvHUQ3pYEX2Hk%9eqku0@Z7Aw- zIeN$;Exw+LuCCu*T9sqxnl|+`RqJA zkJxDM2SJ_@)AQV58K+X3N~2aimY=2Lrs|$`z{2*&$TSkGsSK94I}=C&zP0vMb1)`j zSTO<>v5$%Lapw!9f-c{ixfpaDNyFQ--CWzBe1oYolNTXAnxMUah zD{5hr@g_BlCObvmCn$ecJwuedeS8Xt?-2m(5(Wq`dsCa`#Yi#jh?0fKFYMi<%S6It z$m#3$Ni@V<RW$iH3?wcg&Pm%BP4j!{O(gr&5Jc`CLXCi z9TN;C+e~ImB^bdl6CtLa0UBHX*Vg<$>jStf73Y|qO?5BhoO;y!>6bNuH{1M654>{* z<=5q|2F$HOILi@qD%HZ}(aURJmPnkvO9DH*elrj=_gG99&pvGH^_vc`vZr2)OlFN> z&_L*iD|B;vYkM0-2eVBQ8s;!o4x~}vKEI(;<&yWQ-OtM|Dy?EmJKjn0{~}L)U)D#H zi-?WI$o~VW6;^;q1IDjy#sp}MmEd*4ak7wvSe3;nFX&oQt2U+g`G3*BD>}F^`L|2$iK$ zk+25uFOF&(A+i8o#ya}`qh!17^lqI&qx%lj(NBoDIU}za09P1vXlo~8pmGA3d*N1l&Z`u z4>tbDMtMzAC#5;*nKIc#<-eG98%oy;&@!Mbb$~)B-J$%@k1(UCjfZL|5`_-uua!4A z?U6VYKL$^B1-8&S1J;}deh$8(e?L}k|2ZJ~Kr42+VF~OAlyqleJWw^RD(x(k_ zW)Wj*Cwt(?fZ-V(n`DBs+^#f=t00fQH+6UU)td(#)On(sp(N2hL@!H>(mKL`uiV+c zz1Du{MxNOxP0@i?ZO-bQntcxs4=g&Db9RLO1~5FWXixPPaiS4P%|c;hf{ zu56rGXTw-3btAK7BpV}gRs*MjqyHaU@8Qj6{QvzYW{4FtW`)=(p|L4q#jL$*#4JjS z+C^<5_O89R+AXDoQi`g*+uF6ND6Q)H<$M3mxzG1LpU=7egX>)H>-`$f=i|A=GV^Mh zYWUe#n;frjS7RO1;m4Wp#@c-9mK`-<3#~)nJIff)_RN9uP5@GISLBJ#I7Z0rUtr3b z$3fy4^p-hv!*%%C`-!P~=J;i1-Cao`>Eznk%PcZe&*dT9NL+8SKhf9mr!7jA15WGf z#4v`h8i@LFWERqPKkQ!IZ943HrlmA9R}6Iw#7&p?H`!@sV!1GvBTcn4{r+9+T~E$a z6Ix7XI9H+sQOPax#XI~lRm?O8(xxBP-ED*auJSH_kfDZFo<{MEdWi0zxZ+c9M#^}0 z*`a!~oBN~aO_<4`r0QW|PNL1zYVDeJJq-wa`vSD$3!?Q%g_`Um-Zw#ySSE}RL zXeNDlcQP1ND-_9Iv zpP2usWqT5Oye#<-aQWxQrze|pVD=Y(*DTarwL4VL(f4nGmNK7?P^jYeFWDtu%b#=osp$sImrLZrlC2XI-MBl}HIKal zs)nklV?=^au9U5dh7j@V)Cgyb?FNm%x+|uHw^qMAn;+hq&}04fVKS*~ zcbS|Np=~{fkmx)&*GYAQEhNMt|G*)Yyw_VV3oO(vYo3WG@$v;dbvnBJHV@kAIRuUo z0dIEx6 zV9Uv3vF=KDcn*5lBssntJj{^TUps1Bb z+xqfivgYSSIa?rt755HZJsrAZf@t6Fx1anh%j_|$pJvxAb$vEBox33}EO3GS#*DVV z!pB*pl4Wx!GHTtY6zuF5{G^bcToAb$OUEi zK=6@a9x`#cM9pfGaz@r@DjBR#)w=uCTpyFuscuHvv4UCshI*7iqDT>2O)$pkQ{|yU zp$pc`p0I#0t)2S~DC<)OLH}5nM{IaZrd)v(yvDzqa|?p+O&K>X#XwEthrhAJamNTr zjAYwPz{!ALP`@*!%-u~1ZsEgKg8Mz6ijT~Le*Idz5wZjMI6h!9u1`(%F+Oy> zKd*P|yIm6XaGLjAW|rD&bj-z!HJB^3v>smcOlS%yOTW#$X^K(UW;XlKy)2JVc7%F- z&uAK|F?-V=9aPYorAA64b5{?NI3q;pIM*G`HbFWGs^SK`FOrivc23qyv2hXStO-7%ZP8txVy@dLEOG#%2JuOCoOL2=W$Rhu# zF8dm;)KfY|Z62u16WZM}|Hz^HhWbS{MSqWj841;m5Q;qg?{ucY21YbaKMy)ZU|cKQ z<6N{5KmU2pbs|i>|3uy?>WoFN)P~B>k*rL26!&oP7m0b@WJLf=)G*dU4j{`4n8^TT zT(y^dnr?}mPkA_EM)`wQmI(_;y&j|eAp1Lm6L`$w;2SdIyszMxXzgGUJl}&-rv~C` zug6xsq5yR{W@^>b;cvcx%ggb(sTzQ$`m$Nygqh&CHbxzcLEPvy@^~Jl(<|I)Wz1kx zoEFHa=fXgePt8@BTtSQ@VnwasPzTVL40K#Zq+@N4CbDgJMFwk9qBz~ny^@8_oo-NU>-$k`S%j{YKx!jj`Fg7+ysWS;Ohte~K z2k(fW;FAf(8T@|sEV*7Mhm{S4nuZuU8P9jmOaBzblFMta`nUQD$O|5+tKIa36fT)r2-Qr z;lsDw#2+aH@5E8s%ZXp)FHjQK@B)0vWXi7d4V&3sFoHik+UVr;;%NH)2wR+RhgT|r zqlL>{U7Orx6yL(ZSlObco11K}=V(Rd>Cnb>Ow}?c`dC-Ps90pSK_?-vMv!1jMxrW~ z)bDQrtbJeU=4uVdPQ`1CPf$E-;5z91DaLKM;|ED3FCm8KGO8jgFGiwK^XY5f`)?MC z+CFW#rL6;;7#SaO?!Q>m`&%#eu=nr%Pk&mzs05#GoH30qJ$d!<*Vp$d*F6Se?mdL< zs#sB0Zqo+toNCC6V^J{PC%w-mD4b(i@-$N_s56_mW|4}9%=dU@5z@Wix<98zWb0Yq zAR>KIgP}Afhl^3-4yGIqPu|Dm&fgY+a9qpfyP5@N?rDD3q>7aI7N{4Zb2ugQ@k!qL zK82eZ_Wyr$$a4q&Ddcm-8HyzoJa$W{EX;g8BeK`&XQAMt_{R=iO6}(kbOm8 zZBbIK9+^(EsOs%jnKiZJp=s}Qo&s7&m!#a0tT<6E1>?(KWe;wSv7Ap?j@B;VU*bKDxUPkZdb4~ zs-}tMsyZ?cDmW2}Xh=?5w;hk^tjW7o+q0SH3iXzOTb@lT_F931onV_t^iJ=`uMaj=hV?Y|c%}m> z%I@?uIRdP%8Gt@jtsK;r3eY`O-3()9B_i)+Gz&Xf!pzYCh;aRZBP0)Zbn`KiVjETq zh$Dy0+kWjhV}&12xbFnh4$K-?$K1GM?pm*l-WWA)zgqk34%DwVFSNM0z$Ek@H-T(S ztd(Hq&=}PVLLvFBHPOTejqZq#;bAXY$L#nj9&>n-VbhsqipcIFI+6CqaW%B@{Enw2 zGa|0xlU(7f{s2_@qs&W4Gy6btHeK2qbGX53VAsDlDPJZBRhc z6=+VAJoE8%W{%B}xAS_rdmpX}!IH&!=oNmU6ui2tc<1-c(g?gBlve6|od1)_cV((K zV@qNz5}__p4z}!1Sun~h(~MSXdMdlEp%9AKk-2ywM<_rpNl#_3hF2g_lwAPC)w3TS zHMUwJdGWJ7@V20f&tQBm4Ilu?oce)bz`V8C|9V3`NsKS7|1=);+C3Ilt{q4ysR`>I zmY&e`WiHCAm)d#|U|4$l)wjyxS6?E2Yz4je>v@!>a^WoMn-JRzPjyr~qYw8X-6pbzKK`lE~Wcf7mJcmP( z$9Oo}Qg)#vBykk`qV=jGzRH3)7~m$48swLF?aq!%rWOhz`(62;2ac5(X40{@7wp&Y zQdeGpJL6bfb1HOT@wj5_qw?^8+ zWic+k&lX7&#hpjA=eqa|V-we>KL93GHn-ZNlHl5{@i$#MKc)^w8qBP4H{pS_S8)^! zB=VW|aexcy)NIgdj)|uk@S7iPmZd3~kC1)=0DCxX-YkS}Alpiu3t;x1ghpO^kS=2D zG{?~8(+YAU%0VZ#Y%;7%^lbD+C!IM84zjF8qALq%cP|84u&5LOjs_IOosv0gBtEqZ zymoEKMBHSDyLH@@%_Ab;tuyw=;zYTdr=d_HTtAg@esX+G875{{IJAF^hwHkY6<3Av|-sYSzV7%TR-n-yYjYZ)a zafw`i`ZW21uf{EFyKBfAs%B#)neEy|hUan_rVt^-o8(3*zampixoU)Oy@ady?Vzng z?Dp6QAIEH(0q<%jE0~djG~s9{WC#PQX^_ooE4_j(ekMK9@l~>0mlSO0(i&02~9A$Rw+#jnt&Y z8JpX)e44<}XhxOaxCIx*p2X*5XJ9$VDmp~8j^Z4&$NL?X7NUApk#cdTW?8wah)if> zbAP?3yGY!&0Qt50_3d)%e7o(sDBsv0^OVzVtREl5))?`}_^F>W2%2m$Qzs0d4iYjl z=20*?LG%8a#5{1s8YkdZd^STQgFM@BmsZ|R`-tUzeh1z*Mjd&XenK*lj)Lt#x4N^g z&b94MqNk=bMIwvo4pljWbmb1$%%XF-9m9OvH<(jjiKvPEAWKhNAGGqP5gGVBI&t^o zC#ivNQ^l_aKCYQ0Eidkl#libKap)W&#@fPeROXr`tLUoxz*f*H!k zrHV3M=1!@|9bbRodU>8gXi{LBW?JZnI# zCj$%mZ>_c+EwN7-X}2;lP~?!#WS6^vM0DGfxD)MeUJTl5D+7la#}Ij`9_q1f89{j% zAw2Q3^ZWZ!B^v_f>9E_dgZE*Q1lWF1_hX|uLfeDlvLyb}oe^VZy0eCD$FB`TiWtAf z6Zx*S1Hy+J-}4m>`_b<0$ejse-ujtO#jV}z2lZn_SgChZrS(X1sba6svr5pfhsFXE zpqgWM^L!EuLOjL^xc0;TmlP8W79i zH5W*1wcUC4T;7Bn=inbJwObhMG#ot{?a;w=+KL}(Q&tBgM{j3T8bSh$L;c?i1B`}L4WJzY@C!f<-|P_j)UuNo&0)nGa*-LmJHR(#w&327jw zV+{hNGJ76Us3RTYnVK7zO_Alp}Zc}*A`X4Qg*CArd=^s~b<7xH%14V@VQsXE?I0>uup3>!`%#IqO zO^Mg*ZJWtl<>kkbAuu4o?Q`R{5T@T`e)`knY2Ld1TUzDwDad{WjE0)~ej_v)Qfsw* z&R8%qI(LiMLEcP&<FFR$E0r@Fz56 z9e8R+D{jIHQYnrf!ij^yY8@ivJ9TqemBiKS#te|v&gA)1G94$fMdlP6b<=ZQ7=_5M zzWu~0HVT|3^UQQpbM>mN4R?>gViL?% zU5@-n1Os67D~c%5|>3 zDExPk*&@c^_@Q{`qckq>wob|Q?BJcuCCQU9>)}~jk7bdzVX`@F{^Oj{=_4LR#(rCy zcFcOstd6-1&iNx>U#?tt`_oVP@nhvt}jFK$xvyi0c`&x3@Wpn7w)`5wsgWtS-9?g3 zQUdW9R(2LU4JEXgTd6HK7Dm=ZJy!ix0^f4K^SSLw^f@(Z+(4rpVC%aRK3@^Ht zYZTS-oMNNOKfbCU=Y9L5#EQBizr@@;F(O`-D(HTS8ZY13#wegEM_NX#LZgH%_?k?I zOGwG*9C@*D@%i81Z?#XZFX*2X_lu68(Nyf!g1V)2>L=|4;#%J%orAyiaP!_Uu5{`) zuIlht)f~G$b2tnX4^Lwx-l`4*5g&%yOj8ZqeKjF$IniU}j;qv5{hq%zhu_#i7@iLj zuw+j6%z&Mz(d|dK4u$)LxuhYuDz&oS|DrqDAyQa&B9GD!v;7T2qKwT=e4t=noR+Wb%NOMSQtH6nP$%&H z1Hn$Umz04l7sr4RL?_dVS3-pBi@(du2%U7$uKA5+*GQz=H}b4JhGgUk%r6KAi}ae5 ztJg%U$O!co#!obeh?nG~0#rz43nR2uB-EiWlsFRF-MxAy)o5|G`@m}EB`kdqeUo3H zk5^efQ;59d12GYvyeJt-ojQm>{&~QS?hr0eefFbWhPgnA71rGmOyX=rTk!K`q{ngJ zEPzOPuJqx6Dlv**v`+IY5CKH29~ivIOI->xx$~PxAh7x*iWrM%B3~`jVO-TIo@`py z6#}z+Wy`z9Lx{LlN0pM>=5u}3EGW^{eME-v|+1#vHmu&y3Z6d@_dp|daJiqOYr9Z8Fmp|Gj$P2yU2-Cmz9Ft`q zK4QYb1(M2)4%K079ShCE%aJh2j?bx!QX|%CgsMFzjRpg!q{r|32P2K)%KgA%G0s*7|~SX})=@Ngh|-jNy8a}jPb z_GT}9+Ndm0!f=(WnZwqKKy%j}I~2=r<Qh20GD;)X@>voB>?POM#ZYImyK;z)N!S#ZR$0!L3&Q=VkKH-puP3F7 zsiNnV@V)u;AxqSx?kGY@hL0tdf+|yVlu=U8)BAnGGWeM@ z*j(03yw99tEE!6zk-z`cS+wV~sDY}#$5y2%PFZ(w`7&ZZgYIF%Cf7qGL)*U%)jL;; zvMJwW=+&x<=dw2thUk%7@xB$~s}xaU%q9=H&5;cCqQEhTXozp=K83~tY~iz|D4$My zr=QES{6SGWsZla8R413m^iEUeTuhJ0@OQ~`ppr}`0<{+?Eko03Q2+72 z%qio(4y5vHS5=N1A1(W#6j}eYW8ar3Q_^wmvk=}A2a>b$V@2o1_la1R#z#z~4%|pn zI-`4y*5R>kKRJ@N;L=Cy{;7)k1|uHhU32vX_z5L8FBfcJNv7kz-1mw0rnyBM~s3IG9v@Yc>MyE*m zmnp*BGyqX?aey6|{X>RJ?0UA#83UEIq_q)j-pE+IE@DYY%8G2Lo;S(4u9f+43_M^G zEEBuKsR}aL1*_K5?F}r{ijJ{lIWe2_Kn?lL7%6J@4YV(Af$8Gl1u4{He@;>OoRXF$f2owt_0fe z-taD{m}z0&8n>~vC#&m=2q4^{n&`T})NLxxUzn9AM4?AfNrLD*W{N_w=FDK1XU0it zt3@Qns9ou&5hy=yXkZ&kpu)ftz5II@^j0T7^KmWR*Kz{aoGg zlW@nfrWi^ETk9feg1f~mu?zf}fIDr3Wn8x3fzRg=z8~K{zsJ`_CSket<`7jQe1*^k zGBh|X$+t^x4qRzYs#+(xDxZ|@rO-CxMqNn9GnqWBSLOY>?)5XAJ4T2mB(ps*_bq3N zaDhUZfNF2(WrK)bObSim9D*^GqwT11S!FZ|wo?l~;nf^W(?#e+`DSpmmRepxV$-O?Ai()yBXR(y zSp%0R{iDP@8E}`or~7(%^oCBUlM=`j6O-9K!Dk)@Iq&*JXnk7!6c92K(?O#96b$}@ zJZzdngBmn$laQ_XxvgY?ZYt9Br9Xb1BbXdF7X~=cxC^?0G8I+F9iMJ!Z@vAHEesNH zilW(d%9pTFW3g2rYUzbVXc#l1%grC$+U{Jhs6f6AY5E{O#}l!DI-7NOCM2i7{0hL1R@le}% z-yZ>6?MhE#s&)Gv<;!_>dgadk{*!)M_GL{?qatK>cUIX} zYJ%Bs-JRJXVT17Eun}o|sZ8LH8^t^9)XhN3jfzkcf(U=6Xj7S}ph2Kk0S>sGA0g#a z&@9D54Cm-WkX89y*Kiy<6Wrv<1PYNfAebYA4IA9{^zq>%nEs771?{IMtV$NKQ?vfG z--IYz`mY;;!pcWx8Tc$|MfhP0#kN~qZ6VU%zcF~s##nd*L3N;0VxWam%@{$eiVoi` zM@yx?oYJP8_2K3WHF|4PxR`9Bpf5elnG|cLKq9J``B#~p6&Va@|3b#<#cD_`fL0Me zqNiI(Y|WMh*gLGpvVC6MTXj2aUjzjItm6Z|mf+UGZ5`f^f(`^2^UBlYTLYGksarhiA`hy71MekNMH-QQI=7)Cy>6)!@ z2^j@k$_7*kwhnWf0^C}Prna>9SzX?|DCMge&o~Ro9WK{e2?_QY`U4SZbp_zH=d3YT zARv_^QcxtkZF;LbB?GS-53O>u*o||)HBH5pvxR{HnMI5H8Qfi6n!}f)q$kZ8VUZ>q z!x9W=>$(z?d=d*_Kur0&rtak?L1+jOSh$=7b=uQ}wbo|}DAtoWrW!yrykNs5isjpnzsNs6S3$)HBIsAm8$9yrk%7KUkee>9eIP|AeJ{6`IInCd*xh}0 z(zA06O(53wM)(JQ%{1lWXzxKC%Ivshmy=SowE*g=~82}g~{&$aPkTwWD<`H9b1>U9`cC@)kObmUs!W(>lDoo&|jgJs1Tf z6DwhvT5Hqj0ux~81#*_Yg6Z!vWZD(>h)z#?T{AF<~cR(dndxInF&k^Yb?|4(a({HUSB(j&8=Psm(PS zR{D<5hH|y!&a29BjZ^OIus9i_PBvHXlUb7fqjuw`=HmAcMWmtO2GmIe;~S285}};x z<7RD-qkS*_U=5^GqYECY5Rf4K(rqc-yvohNd*dRgy||ca=RER2X@$KSCwbY{M^3^WZKUz5~plbX*kaR?jPcF zu)uXer3%`zyzf*;%PjVdV}anQz!6}{G+;+Kl+nh;ce`6GvL?Ob&tGg>*WrS=;vC`DtR(zdU;fU>@JM?r}G95#Ot^5vN|Kdk9c1S6yDOqpfBl zt>R&Zrt=(Qfo7 z8SFR;elnlHhQ9a?AC!w@H9H$&nP8?-bPL>^AFQ1JrU+NTbfFWt4hta`KqKEO8R? z*KI*=R<+~8!12Dp$nHLUZs6CCe?q_NebhmqeS0aW~$f z@bk1rq$Jux*M0{>8z~ee8(^`wCEk561KO)aAIv#Z$Jp*H_p?|gpc|%bMBpW?BU0t> zFp`57ts z94!6&uPXrGG#j@qc*zv2OgSF~(X)9)5pkW1ZXx)0MQ8g(r^T6-a_G<@vM%h{m)Jqc{k)hS(~uC{FY0$bjG#R7P+(TO2Ba);1os1 zOHb+zh?5bMJ~$$nf|_F9aSFrH;L&K-_=w<40Mzd7`mA)J^{3}*)wUP+0Yf@!0}ggL zG1GSGz;R#COmq7VW*cUj%mv3$qy6v6B6mM9S)JH1U*f@U_t^*d@aTBKXa4hQaw8f2 zEA7+e3{=V$fEe6FA|=e+*65%Wv?{<3pl=mj2_AQ{z(KtYMQVGlEp?=5H1#8+x8XWQ zIxHjE{p;_xcA~XoU{=-`scb1C>rM^*#M8C>y&gA`pjXs3vLLj^*G@PBRXK~wLv83=QvMn?{t8kSUN^9ocH4n=ZV z$tg)mS6g%RSG3|AbzRH*PDwnjMg-#B{`g%mKiglN8Xe8Hpna^Yy#-EhiKo;mcekMI z9|9hoRs`nkUeFbmJXg>TNKXt0wdme1;m|&x6y-2H!Jco4v#rJw{o+BXgy_S@Hy>X; z{w4Zx;K>u#8(Jr0@}gxo0)2%@tw0^vV_mp|5+C0^<9nva?`f&lLm=!XUFFbmav${3 zy$ek>Q8xh=JbITLN&cGcZ}W?f?fc_Si5kubiA^UrGv)D~`?Si{>hTQY&osECekkRHHmWW?DB8(%?tQ$fK+K}$SikmvT`Cki4}3ojjw+F8rcD z!QN(!NfserSzeY4y{LOqXAyo1qLg?^r-#fm)449_zHWbXDE^i^5P6nJg3Yz_ z+$o=})urY#H;<96;)40vqefdQ=gkWZ&2*x(`L#XTd+V@19&a-sY5l2WBO|;Ht5%E; z695_Gz4%GCj%G|za{R0*x znlF;m9kemKi@OlJu^_0`$u(*0cNR*tlcQha^U? zlhh+cLkc%4+zHa-AtD8~K2CduUNh{bQ+V#46i4ng(SF*~j^KA{e#CUFsGT7Yy{Y8P zISV(7xf|6j0n?c*&s@>p&Fv9p!R}?ci`N_x9b}JJ0l74)2s1a|aXm@g=V;qMU+!Ui zdpcQ3p3Vy0&cCg5%ITgQVFb`c3-hR-RJELI1}rwT`$y}uv9q<`=X;| zeRb8zbX@X4Dg(OC!5~#(C;{_sj|EYvdtMBFsO@P3(E!LLwA{D!-FR%PTg}WHU-DLN?xY@1_1PBase)Om2rX-!yW~}`i z>)&B(${My_1s%{QwF9Iax7fE7!W36}=5%DxtWT`(sg@k2i_E0#I#Cy@+WVw;1f`M7 zOrX8<$RNt&pk~$e-L07qchZ2(YhWPHTel2eZ~LbrU#ZFXP0eP3q^y{0KQe%zl}P~u zY{gNRA^D*)zcR-=Kgw-%q2wOc#f%ke?SsM&)6m!W8tceDji7|5HxC)&xEfU)-yq!a zeEh6frFCV|ysGtd*AJfPEm#`2$w`625e}x$D~&RwM?15_;5iZ!ClxX5?hT$#hQtb@ zM8wVNtE?eZGVw%YE1nbPtaiZ6G4Li)jrxt7fcxY`<$hr04~Hk5yy@N1L(89CMe9Z% z%%7t4)*tBT?}WY`M>BUaTd=R5Ug;S|OPYe?sWW?798rYDPzX)SC@;fG=8(rEIj4=m zi3@msQM$E>WyNe^yIPRY;C*l0auLH@Z*GpfL5(b&&UKF*rW{3-kll4RJ+63UNgd3h zI$KgzO7q=}O1ruH*zszdInuDBeXfy|M~gJmOsl5|PZ=W?B|WNH`jcMFB%@f6mOQ_|5 zwIqA0ir{IMnwYsOf5=Y!^tr`4knQqExy(+*rvi~v!u+A_()-X(qW5CEw47z_GRr%ZY56dM; zivXG99_m1_Z!gGj)raJ|lBAXH=D>T`8%J-Ou7!@YmYbR&&PC<+NU2%Bm zsKTD1qv@3Us4&lOESDo!H>d|ZQ_P;3$3SP4ASj^(cmNKQ>^4rMb36Y1WlvR|uNOeL zk1#x)T6s{8=3i1A_tvE-_ zNHtR&&!pYc?1Eyq*a}`riomuD_hi`MU@Wh_Trk{i;khd72;#hfvJ#Y=tVru-z2Ues z7RQ~*<9aWnz@F4+H!Cjg)|<#%5=y5@g1)b`C^FonodH<0-A0gSiJw-7HyW#D*&XJa z>6t+4bDW}eU2!VP|7wC$qItKKay7u7{#Afy%?5v7z3djXK%83-?^0vD{+SpFT$|(S z`L~ezI}?t&gO~1S(^L+rAw7>~*BP;KlEX9rKxsLz>s%fiC_unjUNxSjq1^wnL!~ zM5s|)bdJ0buAAOk)vK|&O=`v==}CfJy~;oT-B^cQqVlFpvO;F zoo5Db?l^e`j3HU`yk2!vjHgEBO>c!dF16z5-a|OyLE`O;F(KJq;ZB65f*~Jc$*!#_ zNHV%G!4DP&`QSUsO+fw?!)mGMZVg3yh7-MdjsIIvO}y#;{ynmN6d^yqzI>T#CseRK zn^ym)dhtd7W%FNoh)}!wV%yO?_^aH}(8k6iaZ)+Ffn=Zpr=m#;F+9at+jCURuRrt$ zE5K6lGm+-^^+IDyOO1l3<4t-fr7%2FFqerv)0jDk{<8#I&j#$xlk25y>yUCZNft$? zq2nfMXgcr{!-y6Couj>&Q2{al)!v(=4c5UA2<79`977Faq4k1P?L*lZzc~cJ`{BvB zO$&~X54|h!@nMSH!*yle3{KFOMdN}8h>u_4Tb^y%16Kl%`vJ?{ge(`T_Dasdpr0VC?fB&(y-Ua*+@ADQ)d7Yx7w7GKPmXlzkbw7dU-7KJehBE!YZ}7 zeu=>}IJTAVjpMY9#!nkI8V+>*ils#^;{m`qSCEnAIk4_rnBR<0Q5is=&1R!@7tM!i z)oYa$#T<-@{c(pmg0?5>GNFm(Nxe0z$IvEzZ9Ob6nfJV(i`vi!LAbd%BDAwPL%6CU zGvgR_UFZaV3(W`H@ZEJ6AKpMP7$SoYTI(A21GxckiJb~(>}K6<5bfl(Tp?c$o8(nB zzew)0BZ}MP=}Dx#Y&-oS1i5iT|6o%9nH9Iz*ZV{DIr}_+zSBbG1x}^T-N!j)*~3*= z4T&sXn9Uk4PXW7EeO|W;2-U)E59-t|%xn+V)73n9b!qW0C$_~j&Q(L);1^km67K3< zrQ~kSj&Mac7fZwY8rNpqaj=dK(aIzEmYfA)EAsu6S$-83R*Dx$% zi^l_R(hh$kITa4?;P?aJ0-j=Wc>tOWZ1>jI2n9(b>N=h`S$nmio+5*$J-l(RZ&@c& z8Ugz$#^MA40IFV~gjc9johN{%Y-o9doJ5eZ1W;;}>0SsuX7@-E*SL$$nI|J;yZtL` zXgJ*1-kZqs+C+8!4VQlsev^S;SywIcqX|*sa>mC)UrfOx-QislececJ=CU!fmSz5$ zI`iESKxY_;PPhi(UAVUC_^2Qu}#db~dcR ze>s@M5|sB*lj26v10rHNPksFCv&J{-1N|RQ$d1eWH55FHmp)`DTz?SesxR&V&;`k| zD$&{2mUG7aB9)+&bauu%8*{b4F*MQcz$dA*n%Mp@528OA8#x?4-lB|TvNEE1;3`fL z9qlU-E6IqV`H=UrAR6bY%RkGU%z$-~OMUn9He}n_c?lb-JZ=d3+#9u|>>RwhzsV=9 z>_!tS$-yu5_7A&$56Y4})!m@yS~u1?6zM!2$+FU7L#X46jBu9Xl}@|%!{vhGZeL($OdZu*!@_KvCA5o=%<-rZPviw%fs#W0A_`T zPRW-i9yMm9H(Q1KoREu9yY$JVp_xk)&tuzev3jfa_)ROL5uJS9%m#M=p>JbkWN$Tj z^w~-E>s1f&gzxldGbf(V>e zQ~x)r^z|AxY?xm+^d&^n%pgXd6?q(RZ&VptSehfOpun}r%n3Cp zk$ki{@3jF85mYK+;P2ZQsoHD_zrMO_loo*ueoZTT)nf3c)MBm8ZFkDPW*lFB`1G=3 z^Pj-_z{HNGoU#kk_HG=7)A*_%X1ucAGZjd07`vb=g0v#Zzw)M9Fbd=td(CTVD!S28 zW*%!%q&OP(<%yJ)mrB3we98#mj#h6Xrsz4lVll$g)k8_@dxb{FI!n4@SNJPETKVNp zaW34wjCzLV#Ioddoe{wzZwgZ&En#|y$>a0B^olRaC~46K0lnHPU|F(y4M z@F$ts@1o;f#ba-m(aKG;u*@*yBba#!*13b#P9P3DiV&s{-}!0p7j|TPNnyYu0e!`H z*TKMGlG@SZl($pND~ArUQ`e0k!nxq>@wJ0)43_rePP`CPqWk2Pn&^t=Jxj_F+fT&# zs_6fA_*IiM5@$SV>&iv8bc(fwAA629-x%*B1AsmQQt=0okDQ|ASBrcNwQ8HSU#&%x z8WNL(*klh4tv)+bzMLR6WYdEiItKe11bFt6%9+n7=-bh!%VjHy$N5~L`97a`1z7bW zdOjjwX8OY3uB4dCDZ>ZXeZ|wR|HW@Eyc-l4?tZ)qkHqFNw3H5mMy8CceHRuMa8LO;u19L5pPHm4?-0uc$%Hu!L5bR6LN=I!MhQ(*Gf$LfuNb$P zLWS}^Dvmw3a@AGWQ>Owxkgn+TL2QX~*jQ@}ftUa=KW9>oeIg1UFC#6Btj3LrCEItg zi@@p2!I_>IhC-hj;Th-cYUbp0tot9%RZII2*N5i0X~F$&jWK`tb0vGteR}*dDs3y7 zZi;r=B4SJI$Tc7wLK6L03X=!=t#9n2=XKM;G!bSE-nYi)ne(zIMsA-~!XBdRqky)c z5h(_YXHwd5{)b3LJ;5XmR3KmzE?fkx{4y@CX3Ei8CTa~C!+Jd37~$hldwZPVja#bNd5Ah>$!O-uE6)A(_*4vrVcx!r{d*ra!6h_{xo85W% zw(1N}eemRURY(4%FsfHl=2HLy6Z+Ft#9@t8o~Iu`?Ns@9>Ha$&UIMk}4unD#>Q?_# zz2Mt>6_w+~=DV*lL0=MtB9v>5zGwasq0Z}LPUlxXca?lj@B5rnSvQsjsg}b`YRC%J zLZ(*4?2^338y9?RzP2TP93%!=&#qXx(n(Fu)oPJQa``MZwD>#jL(hx7KU?Vm%aj5!SJiVVa8Hlp~ zo-ffDMs;grXetiSPOI^G-*|nTvBWFwj}XftZ)k6ZTPgR^SaC3EBeqOioZP@%-VgTr zO)E8;cV5FqV@Ozdu#cIHUNPga@-4{|c@vPT3_6u$#d7h3hd?^x(~9O1^Fug0s5$x+1D?arA>#PKdi}wwE37gX*b(RIf=~n(fs@}t$?XZp8kJx*Zh*^RXf~Zlm zB}VMp6*KnUYE^BD1ff2r>J2ENXR&c~MH$;)*ceuNoJ*cB28j-3Qw~yay+k1V# z&us`7=jYd$!($4AX!AEf`ALkMVBfYLVB-yyX*N^RT><4xXl*@nwH!v7U$j}Ln$@Tl z(^!S{@joNLD3w83|4s008#SeZ0B3vv$0>2Bx&c+568kp!&_PE=fqqSz?bEXmc0Qtu z{fIK=aOrUu!TnJjvF`RaXorPWy<2ws~UK&X|BVuDJJ)R)>I&=(C2j$!J3^go? zp@jS0j9O~nve-@2`16>n#9j;p6b~R6tF^JTJ27Ue0`hDTDo}CbOomV7#q&6Zhc0E) z96Ev>Rwvc`CFCSZz zgB`i+CJp?=$We1;?N2#-xdBCf`DGu+ctNLm$iQw*;9cOfFli!Df>V1Y{Qqj{JvSh1U)K|{Gd43EBtBi z!N1>#?@P@tdYLz2RyQ{b>4%BT%k7^i_vZr$cHNQuv{bp_>@~Ul`5=%&t6ucX#Gqf= z06m_ob4oT9ehfwr9fxo${NifD!7Jl@-OhBR0G_z=`~_Je9QD{t=pp*?Tv4gWvp;gm zEbQNoTk<8iVDrR(Z!1M$&^N_X0TFqs@qe52ikA9CB4ABimfHVE{ICb`Z}! z1ULjU(VTt#h?1q$ZYOg_N1x;Z19&OjR-e|3fb@fs_Tx2n6Z);Kl#~Eq%^#Xc`#sJm zUA9Fgdlb^)*wxUKN;3_cTX#nWm8)H-wB6b#k{hGURPG(p@cVI z)NN?Hbi-k8+_axY5pBpFngV#SYXoiGJ!E5BgKM(qQGbjX<3_tj@^*8N>-nz!gUM`` zC=zgb8_7Xp0+fWASo(K*gVctMs-f+l>0J5Kg?g2sq*AB3Ybv z{_x{-#smwWsx`*f?=CE!XtnDa&L)tE8Eb%wp9>rCyS7#%yIOsv!Z)dH7rR26*I&*J z8CpSc6|9W0jmnOH3=akGpHluKZ(WO5V)E2(3LCvJgWv+=c%q#7yTu5)<%)Z+OSzMH z{h{usojRKv5{sMg3t=*OFJ~vB=ZU_6KB)T3WEz{H)ugvy2_w-HwI=hwyTb$8ypC!g zGdAsJ6fN%C;D+!eEPZ_N2yp5*WOq+NC0R|TYYBJ z)WfU?5tt&_52%|zSf4j)859$Y&RS)(75lO)h>y*QF!o>({jNra`@uu_>2kXJbl_U9 zjBvdq4rOr$GIy=yH_>VnM!OPha48*fQ6+n}%7n7hb9?PU^y0V5weW?r2yLH7e=KmV zX-pP0^FJ~=TM0EIhH?t!O2IYq7w=M3;9bI_IX((Flc-NqxeB(HEn7uSL@yYo-!jkmYSND58|Kp32R{{lJg*Qp=_EC#p|9tgNk$#ip!BIoM?r-aF z@BiI=|7}9ZrN11utx)=N)Ep4*@c#GbH(r);geA}qk`q3wq2TVH1rHTZ2OL+|dxgKh z{|w>ON`(*SKfy$oOcNb$1Vl(Q$to9wrG}(M%xuGg79WTDTFIYJ_)C1nI=E~?s6ni7 z2l6t$51T@Gf`+h!j3<9Q14XzJ+&~2SL2P;lm=N zelzOsWruTAQduFCIaAZK%R~bPe@g+p%rm{6mWMKi7>Nn>d2<~LQUMcIO||J`jd}Pv zNw*;J@vFOct6o;KQ>$PL0W=g60rMT>Y>Sjcwc^Nj-$2T^fe(#RY}PNja_4GILp4IR z%+62d(Apmwqfs?Q59#@sY>xH21_ZQ%`jYTR*-w6RbID0K};Vf(3_)RZ{LD5<;qBhgAWb;P0kSv?d)W!yv@_GGWqwQx^9hf#2lVoBf&46?9&zgt zVz{+j_=edFu*$apcy!xKChGUoVe#>qT>47N{Lb+w8Rzf5KmG1-`%mt7)5)}Z@7^sB z_22>h=1>tK1q~2{c1N>ILO&*&m&F!>e+kj>k!-l7m88<#!+C4tdnAQ2b^qrys;9c) z?MnqTrpZLT zH#lGHIGJq|y2DD^_)v{C9iBnRVJLJ4F0MH5jK&wxXpSQRG_2ChtdcTHxhaQm0ZY<2 z8NwB#4S3+Zl0s*cI-TDw*`WI@5kaYFOUNcq$c610k)uC${{HgvMl0*V=1J=ZL|Q#7 zO%Er^;P>o>fLRv9G8ujwiGMbOv9TH-e(Qdcl}9oYlk}R0DV^0{OnV@w1W8Ofxe=))F=ljN(nJyXxB4Bk8YSVN)jJgKQ?_C`tb@qM3)+Exxb4<1l^EL|pGf5K~0@ z1QS2_FV)SLM|k7r*GWHp zc&`4=T9Q2NXId*J^Rv$)@`+q|npAdU-{L>3j2>6lHljf@H#iy4F9xJ<4yQ}aGR{rW$EyWHu*)3W{|G?Vqdqdx)T+$gGp0%3euEZ3RU>+>0 z>T)?^h%?=cHk_gCyZy^f-rS}DSDvg0IS_LaVM@$=)PwEmqA1ZmCef`?&ZtrMK*}WS zv_fFjlNh+lICTYT^v%B6u(DOWJE4mp|>gmO(irf>h|NW3TKG7pTGVh%UeemdbG2o*|)^97XGd) zgzKVNHqIG(mV&GXhP4|gZyuT^ATlPlT5iqj89Y5_ByIaFASK}JRNPQjFAG+zE`$=N z34fo7;xl*K+VoByAvt3+r0RpEbS1uhxPglMv|Y-N(22##97|ya5!lDPHX0UBRK+{4 z8gyuznTVdu518H>Qrn7Na7a~?jaK6Y7}1vOzRc+M`6l#W_|0*|*=9cnF*dp|=c5WD zDt@k{Pn>I%y(oiA*w9~sRLe9hv*x>4`?LlVlY^L%ckN%6W~85kOb@|VNkGPMZ~q;j z7)oFqiQ?G~)CS&IC{tue}dvu*7!IDcT6WAK5^~9o-{dY1zTI*i%P8;WWzT4l1XPRX!S` zv+st;yPyVG=A#rdXk3r=_t~S=K-^Asr;z?oFV78c$=}4Enp4hDL@Jy^de~zrp46z z5MC0!zX~lj2qJ4zh9GCoW6T255SqL)&|Kgr=2zTTwDvNldLupA=y#1}5|}Y%BeL9R z$`eg~t*}RTKv#1;@%r#)Y+a0vsh4JTVjz*EWsoS5*C&%1oMsAucqG{Y78hu4z$i|_ z#{{a=C0y9L^JK5w?LEsCD17&ams%pI3I@P|6J2?X*`jyx3z<3(v+|0{B$c?+bJZ&) zgr$Y$GF;k2H(4w=y*0Mg)fV9U^0DlJq%)dC<;yv@r_k5Sbpe_}jdB?cPS2I^6(1InAgR8I~h|rAM>}9F(Lqck!tI z67JQJEk=>d)?|D)Vq`()tvYFIxot@mWh+?3GcA{RIcPu6Q72q5^5CaK%){mymHRgD zt#pL!uq;LfRcF}#yIL^)fbnH_^ol0YE-v)6!E^AOB6h|(n+xVdy5isXmNq3ip$E@_ za*j3Jt+MGJvnqp-B@?GcN7&HpDP@K_;aCA!`mO%n{m-8i_Z4r#gH{+$S~mS52!}?u z4EwV4oh}hE%-3+*g|t~Fo*4_^k(wV*D!bfCRb_6f#|-oMH`U_J>isf1w+QFo`$*8t zxCu}GQ~Ja#>IUzW`7qJu`S*PX}mW2#es2&{pzl>ck`CCQ*5%!T)#OEF1YJqW3k@%=lj!NpINhPRcq7Edx+_!zP{!C>hh?umOyo+@o#zj zg)q!|Pu-m)#Ey3Sqk=L!ZP{ey_5A$${qD+dqc^ykj(JlJjrEl$QEoKEMbF6hgW?8= z4jq{nUg!|(yC^Y%JYP%nq@qLkr;OjBh+D+owzR`T0?i)^J_e&?TNS1yI&~6vg;@JW z#}`mXRNBQvGBl7rgk!E$BV~U-WBKB?;YeA(N(Vbkf>!Fqd zy(&?pW)sW018Rgqna@;B$=OhL%TQUddO*Dxa8_=9M$%^QXUCsw5!8J&+qhb}cwYT1 z8iRbR)?n6fqx=RILa-(}oS(B)oU^DK9qP(V%BE{R^EbhIUk(8@9o?f9A<$N;*H&dw zD*g4F&m?%rT%t{qe9D}$FARConr>Otj-0zP&Z5m+sfDwVJ7{OSFJ;f`-A53igQNyZ zY3OjLYC7(eEXL*sADojW3(P2Vh;@s@rHzNq{oNj$Xn;ss1X)y0KN3hKFTx%&#)HAc zifYOGhRhk*GMH_1=`5e0r|D3xI9qNnKv%%hYUUkt?yk4rWKh44A&&?K+M1DGbid2l zF!bA&D~wO6RiK8v*{*H6=QW*SV`avJnDY-XtBBvbf3d?ll?+=~S6&Y-RA@eplo;(h z&0jdMKB_e`78qX;Q-?sQCfyH*X3}7_nAYc=C=L4t#-lxpqczCjVA3!qsUGzpT0=~zB9PRq|oN}RPtizgs^h^J@IZZ7@AYh&aR2li@Wt10V@jpK z@61C+ehzo&{M>ply0>_|J3IC4R6Y3_e|{H*PHdgNFfDxc7sV$RA{NuL=AW}i0ew2wBTtJa|Z|jwPqe#46iz{g2!^6{bU9 z_>XOW|GPmjMs7+pC=@YfEI-xw-tc9uQ5V1pK4_~%2dxG_I5-3zFt+a>1B^;i8ap8h z+z=(IO-7EWffUoBL9!k%@&p>E-iMY-0xZu>Lcs5`fVY5J@{?vpk&2`0F!}RbUJtY3 zl5isP4N85{rE)+BrS(kP9C1_^2ii}<*M)@G43w79$D@))h1y|{eEp=9 z!N7fHP1hkD%#X}iXw#~cSkAQKmHGTk~t%B7E0*%8MJ)X-C|Q8HXR!6O)S2({OQ(eu3B{(6HWGWHUSO~I_(Lo7&R>^?hWS&%&xf^Ra19RQ&b?UX?D~F1>gf412B?c>9?Qmi1mRm+2EQF3hD=tU7ZW}L>Wq<63%u-@*6ZZvue{J1KQ;lU1rhgdV60M60 zI$E^*p7n%-sW4|B=ax8E@(`p{y@@0-O66>(hsDp0`w+j<9+&^m!216@r6*Zy!EOCc zVuavnj>xa*Iemq14Z9DXKR%m5{^4z(>-~Ddxf*gc`Yo3Jep^KL?#}Lm{>Q6+!(Os~ z%7;wXA{Aouo#^gX80EMi3;$rZS5&?$-wSGyo0m${4^a1|g@4(X4eFC$VzZ`ilhxX6 zf4Tb=Zc0R6xxJRzytsLsZ>s$4uD&KCQPeqDmpAZotJf!6ksr&+X8m-DjdbwfOB9tZ zm0QrXLaoz67FpIUl$DJm1|J$2iMxAKaMY!yqC<$%Yw@Og^I2=2P#A8Nk=<*BFauSYRAY1OO-##)5QZndy*$S7oLgev>;&AV-8-G+7%E;? zrQpA^#CJf2?Kh}y9XbI z-|jW|Y{I=LuZ>Lf*0yUCVnnoW3~bNjS_c?1FHqstDefRW=Q}{`su?Na9hrR%gwSW+ zPVe^FI3ErAwM!VdrCd#-XWGBgW@zWPUHmeYW8J7jX1ba|`j|v0_oM~8F0Ik`R%(YRit+89J-V}5^blL5#2jz z!yKfLEYOuk?0jCDub?!z`_ahXk>pPQ(1{RdD5NhJu?XPKvN~%zp>QK_s-&S|<&3d0~%5(uj8rB_WU4&FQzRdoFUG|>u}=)IhVCrZJZClSh9N2iO%IiGyVEKfg-k|SGiF%xw&s+< z)Z9&V7$Y1q*5VXcG+7;;gt4_FYD)xS-&9-NVR0aN-V~_#Lzqe+&$>5#a9B+o-}V5U@@9mddDO-t?9HIn#@vu^%D1R^C z@b5#@DGLzX-gxH4ltunit403r#EQ|Cq(l5{1mR^TLaNo5WUr@mHLILzOa#qr5?2l_ z{*hSy0T`v6$w5H`gEV~HnL1`%`(k1)=4Fiz`jPorp_3WT@h39Tve^Y4wMQ6ayAK|F z12q0S$gZtXUDBI}zxcDK`YQCxi}sAQNWG^gv9|+ZSKBrfvHcVoGd26S|6LBtt%Za= zczShEv7mb{d*e|?;ONXIMBS6ozb?3+n)^FR^0q>CesHQ>MLY3$l5?$GMTcT=iSJ+e z5-xYNb7!{f?SckEXv$?T59-<5VcMr4G?_QH_MuThtl;t(o~v%hi!Edq7~7vG>lwv- z_WQm^bA0IBD3>VBO8-n&0Np27#io8#E+`*LDY>E~s6`hD)=ZjX$RMLRc`nlohxCCP zRDVd9s|2>>p_JfkfIO^}2@B_%SE)x9=6UCB*5%TYLiD&N=zZl~k7V_D>0sv;xWAfx z&v-J}AbvH<+KLr^96s2}f;tOH?A2=a^NE35S*6h6h$u(uMr z&Q?T^teVi}DKtUjana6COv}-i0)32Fbt`nL>*yDOeEPdGO%grCA_YaLMZtfv0L^O=+w`dwsqMM`S1lz3^C|$xQ zk$4=!A&Qr&P^rs9l8K$-mQK)p9@!+;5r=CTFxVpZzIRyg+Cw2J0IFZhsD9%(+Fz~>*fI+T z(Pmi7qVvO{#b)BtKH+~QhKwI7waz&n-h^Cyvh*JmB=4`X(%j?qG9EK) zTBY>>$WD@Z@{zH)xY2_2vXlz5Q4I(v*Gj7WNoFcpPdc?f9NaF1smgF_*>^_ufJJzQ zQ~BN7aRt;`Qm(N3ecbIr6cTHuqS-90gURUFM$5A^A!)Kr_)o;Ki#Lp=YZq8)0nbVG zQ!K==0M3>EnDRN87xyV{9;Wz*P||C!4DyU~`*H65xBbIY@38*I&=}jf@}-NcnsJVG zuc4#L|4$em*#!Kc^vmjd^WVQgdaG-Z_3dBSBi|~%3fnJ!w#pD*^XkcQyGQx`>rMJ! zUjGOSp$Y5q(`->opknLHdo`tAn!gQ(KVP}-+WaH?{+>>O9B=bgW3RDf&Tg+X02UV5 zB|n7*pVO(3zvG*&I^+zzI6b`U_9^sGcyN4?8H-Znj(!r`Q<8Daq_65ywpJ@y@JR4} zgyCux=M8Z4^l+!X%dzF@pCGi2Ydg=`EuWd*RbN>dodh9Hb-&Jirrk!%7yWq+T~_{% z$YLUWO%wln0JK)=6?&*A$MEM!C7bc_n}j)spfq-+5jLIX;RAaZUI<%8d_X9>u(vtr zo4)0n(TagqMwbzlFko{~#@t!J3MlxUyK5#PN%dw#okU|ro+{-THx;FF8IdJ5ybd~O z_iUj2%@%$Oa_Vg#qAStSqMB?!RTYG!Q7+PG3HTp zwxfv?c`6XU(}!?W?;pzPlTz*jxDvvWQC$=cy;aO(_MX%Fs)*u!0-BnSF($`1x=hOw z`V(kCv~v{_MM{cmwS`@!m;7TI{wJ`0t?PC@=@T(WUOjMH(TvFQ;Yj26Y$2LkZP+Zeb;08nikPq9bsuSSRpoW2vVWk_}eB#DdS5f?wl${?+ z3X)#=^ClLf{JI$DVmT#q6R1S>6~jcnZmX825kQDsgIq7UMN8)7WUfhyq@51_To?#6 zm%Dxu16eHdqz5)}NNO7xLo`CrHOit6?>N19?XM{o1T$qOJeEWL71-_#h5VPCzJacZ zio8FV^!=UxcscWLuXe-8J)@>7K%E@B~tk{JIik;gU+&%+33A$4ApuX#gc6 zML`K~oO)Z78x(!b8uZzEGN={alV%o!2cIw@WK$gz2XmZ3@BN&Qu1fFVK0D?;E`LJu z1(DWhE?k7QQtZ%46u=XeK%U1T9VG6I)hf3)I9J>c+|@)Z}Qm zWH{PCs@e4+N4dN%%JjW!R_40BCA&J3NGDz`CEne>&oEYiM&Cq}Idu{^ajNDa zgqpusGqVrIM9l9#lB#CVk~tp3#~r6ll`UR{-?1!6v1^61*Xw5k9tDuI$^I!s zv9KFiQv-u&GK&9`KG%j<8dEV_m;{&qv%B#Qspl9njQ-DGY%#F=L&4wg5x+X$?H%V7vf75v z{OcDd2oe;7uOqK-z9%eXNDnPM`S(~@ZiF*nYD`~DIUxNH~{}kI{&}JhC z6w^#-n@2g^3p$b)k#;HT|I8eGZOzNMu5WpakmdYr*JCa(B_YM5+G^-GeDH?2zS#dk z`#v5ccYbjmv>#hkDt^fVMpRd4G-^}v$6=zG;MU%N8yPOwc@yVw4tkk1UOBtNyxbq0V2V<>`CTT zAN9DG@vuAt$C|Ad%+*4*7u`y3)eW9M>z)a7M4Ez>AQgJgsbxYsV`ju{Oj`>)?=_ud zd0NK%9}f)#1oFji>POwNbr1tm>Lpo~ez31CMyw4Pi!=fTW{vEr5||Ez>KhrfU3&0Y zPs*Ol@@rjamEGccuZ%wAYaxOMvu}vT(ckU#&Diq(T`DOJIM$SUOl`{3QEQ@`xC{jnIenamh6W0u~3&r)M2A`@00D0zJry@mBk=#8r1 znr<*}-;FfjlZFS?5Su~6BQsPapBPTC2fU~zpMc26f9f+ITxQvAbr`1OFx7yUQy3_1 zBtuD*u%a!2A+1zL?73v(c#;A$T-N72fBuIM5^CD|w?u%p#6@RG9m%fgkx8S<`4fn6 zJQ56$pR9&EZ#J-1HcQR0e?91R)&VF`lW2F{*N1!lz2M-LfhSR?Oe?P=8g2n}`T4$# z#k{Ki&*M4eli;BEzxcz6$$y}ke}60;{99T7dm&mG_V3U7_o)rhOP|O;D?7&z{0|_f zk^jC&-n;s__ux|L{2ITNh>ARRB>1-S6fgzLsSgD2mUyTJIcPkqiZ=d`^kpWK2;00! zI@)8pRJB(dc=$M~qohM@YkoVJE~d9l|HR+J-!b?HD2DsleZB~CDX>i1Ri>|)n97RHMt9++LUV_IB<)h zLPB@hu~hcBjNmYn=5E}<N^8NKrkconJ+cy#}ZspMq8dWdOOTf(+Q4c85$Ug6!ALl}>kWja+ zjN-jP(%BMoBS{b)ckS-RRONlLurfYbf$(;rPWCbDbMy&C>Bf-ohqqX;oOZstl~M${ z`|d~T>KUy!g?_+N-kZ`GO5uDP#s(-wmtRf4^{q!~DV`=|F^E2q^xO9@c>yvy*xN4b zIQ~w0Swxxn4^er|<1orMIi(xVr)J5Qj#SvQf$~xQ%OZ@37FUJBZ zZp9MW$z%{A6*+m;4Z{^-R*Fp+0c2|ysjZ%@9@P;+05lXO^X8;)NzzJahNcp)#)Y-3 z-0jswAI)QvJ$(}u`|IDrXWcA@9WvTrCcW9f~i87j?4v28N5a@eCDjX^f0I~ZH?HZ+dp zS%9i$qPkcdUl{caacMy$#y`V?uW@D$at|I?eB zYxSl1-?b54A=TwS#UEd4Zob@mAL>zkonu_E{GY6$V8U11Kas~zPQLy9^{PN`YHP~) zQT*{o>txPQE*Cm+m+Z!$<4H%$2e1IEj#1fw&Z<21kF+?_*?5wudgHc|rJmkH8c_x? zD;!+GPutEvR7I6GZ1*kXTSJi4EyCU+8dcFi6r91p9;l>T7CO%-6<_z$y1UFX8O^FF zYU>HlV3{{Jg2$KBin`Q_Xs4vWUD%l~Kk10q_%nPwgOs1?>fNWR zC>3oAz6{Kj>qwRQ;MB}wp-YZQkfJ|%&!>-{@wvN;ndX<#ryQ|FI=l(t=|3SK0X?3Y z9~(G1+i{LjAPvx(Z02u^hRq{3>G8NY{$uzN+H75fo@uF3 zB(Z2jS`2$ptnt$5Ycz|t8X&}zESVl#`q+gT1E#W@z^nHyM5=GS>gc%K!o2nV97fo5 za1u%@uda6lZxEl}Z$_C(o6yU7Ic}I(@`I1u{{b`ZnZ1V&_2XeZ!Rt@o+Snix#|Jx& zy4PO1^7R+aObg#%=kRVTe$LEm%1o6KSAudA#>{TAss~a#_T+$#S(0;vx-y^sI{pkm ze2wqiD|}+`qABt3kj>1FdLb08v-I|rKZ+Edq7Mhr44s5EhSM62fOSDwFioNze@49c z-|T)9>H*+}Aqp4rxjkqVKP@9mhTXWqiE$si05z_iufQPcSd%?&QHyR6v4!gZzwc zBUs_+jBb+qvjk_rP}sBbCC-A3xyMsg-vS+M3;Qt`w!d^%d#x(s$W#RRTj+IIPT7>& zo&sCBe0Qf0IQH=fFnCL0`m@j?SEs%g!JpFRJUZv=Un)wVY3QUhsxF!LM^RCFby-nb zp$azU5kV^?w{*nE`doe=-%$ZXu8%B4MFjm)-jNbYRRG+)CQ06oh_|9JW-6ZJD}6~x z^x1qwa<_Z4LqJSGmJMZ9({p{>pd<8(Px(Db)ei)ppefaCOJW#nuDg)giw>2>BKzJF zm1>&MPZ*smQfV?tQf1z7C&rk23@NCg0YU_Q(4Tz!P+~*x^S-xGVu)(Fs>pjrb&qO zbR*j{IWnC<=)h0au8tPJmE(+oR?HKNaT+2DS}zXk$W4zA_$`-qM^aIr+$*bCFdAgn zQw0hsM2m({is0)JbrULn?3))TO;p2(i4S%_RswKXo>Q{a)XzhOXriU)5myOv2%)i~ z5uP{E0AAmpXDt#HG)|kP^z>BUsg&hRIp>xbkH6I3Bd`JBCkH>DO}}0B$B4fYe|n(v z*AQl_mgmE3vpWx5WPpN!+OuM*2tWvZAttx9IgtIPOByk!#KB>8Unr}Q)h*~I}|LtmIXX*{))p2E(Z zS_8m_by9IJ8>$Kf%H1XcA808H+`V|Q-0YI3RMdcPD5>)c_iDRbKmGdzXBGSm`@gwV zc*EA`{@=^(_0!bg>#K$L5!-pPTU?g)&q4|PyRT;t&ZbrWou)QKST$eoH@wMj8UEJVf!WnD}Ru7*lr9{-^`SB>k}+Ou&RjLdfS>fe=s+iwy9rM!|luQ z2ng7dzTA%GbQu<_f2}%o=KUTmHgxPWWwq4KGCj&=nZuBGnkbg7+%x47XWixWEV|?s z{Rlbb&Mq2sTcVKKqhKXOPFeW8> z@gBdq4X+Q+8Z3Dj?F$>pqE5(>5v^&>PDf6f2gboJX=T|X#e9QUp z!A;;RR5QYI+IjFtu8Hv~>QY;;&XdVu{r8x?GPW+&Kw}nZ!?(gCY=0$JoCcN&0&(fDEcTll}ItryCNXz34*Dr91P(aMg)>{T_55!)^ zNtyVxm*-&Sm#GGQ)Lm_Xdotn=e!4~#ZRs5Z{wiw;w8 z_mOt>qn*Aa()yXSY?D{6?LV_h3jLcy)D9@_P_kIChyTV!E7}@^bsz6QYt6$c7yr|l zz3Et{J^9~8hN!NGkS+AzN)qG_n2>n#>)86%2*=m>0zF8*DwaO@Li zfqQJUHUzAyan8Tsd@Hl0V2#DyW_k&xtEdVQSgJQ#QbYAkZ*+TEdy%YUiO+R}LAQX^qb5OwoOr#X}$?1)8a9*o2q$+eZ;S zpy6(&qMI0*QE&OG6pDD#7(*jY8j=*i__~G~@z`Nz)#xm_XD0WZf*@Rc6MXB#qk>BjN$^YibUuV2DvC z#U;L$ed=4zN`6g<&km|npo=$8FF8%$86_ApEVogs#G)vZXYtG(7N+^L^TfUj8}Imq z6T{g|V_Cf_drUs$Iy35U4rLESCL0h8|o8qhVj3ufNj2~8cqgk% zS8H8>V#KlB#m*Dyny)BAUb(){b>KB6lvsNK-N{)6$P4!}t4l9`C2oznLqiCOMcD>~ zTIU0zkb#2M94^Ev@J;Fh7S#EVVexct&xhh^y#>&aA1@1LKnT~W>?Ti=_txac|9q+r zR{|EF^YQVTSc>OAW_(+O7JUxM$rFkZYet0+#1Sj^m4(wf*2&_-|E#Qk>i<+yM(XNKzW4Gl2SEM;;X%Y>M%9zBXDBwU@{sPXOu4 z=1Umtv-VQ;ABBdO%f$%AIcc$)2d@cPVcC-2^qsQ>d0hn}E==AWXbAPCcAm3# zN-tzMzkfM%LDz@mGf7lujc*{|;L+umT@5?!0DF0Ib-TU3;|8*m{n`OaJ`xKhHk@<8 z0xq{*c0VOu)-EL;O)?EunER}O{X8cXS+}?L<70iq$B!6(rKKG$qT*-HZf1 zt4DM+){-47aHA1T`p~}9vN(Umtqx~+hs+3L0;AxYSw_-W2Dsy+dxRzhA@5;(GfD{D zp~NP-eEWFntzft?4ZoB!GAN@WWGq#YT06YEzV3_6!+Y{tFk#h)V`V(q8sMd% zyg}(6K2$UJAd9-yg8#ul2?aY1n|<#JJ;67YtS(WtTl0hDt$Rq@`1}*9hUh}RV4um8 z)zRmM97c(2cdugl`mNOfBO`wP^;6~GZ&bT|8mfN`0=vu2O_Yt;?N0m6f%dZ1EXaIb z2L?jblZ=TT+#-C0GucNr$EC)ysd)oSb?iuE z?#-paj&E;PJS7_qx=d+b!xz~X zH~WN`5bE0rkEm$QYOvfao#Je1{?R5H4}=U3g^6Q(?OzCs-zG8M)gdF}_&;2|^;^?n z|Np%abEGi3TNz9kIFM8rvC*9pqgw%y5^$pgHo8-~JCt@b63Qq6QAwplP!Q~U*LB^W zU%m%_0>^vjdA?rH=i||GkSH9x+-q&8GAj6~`QxVQ*XTATSiMuD0!4Zg+4xB{bmrL< zXA%GW+v)RC*AI`r4E)WM5ul>|l|>WlIzq0wTD^F~u=Br@7S})|KVm=r`!so2WA)}8 zkKBs`Ic1IwlfL8L!@uV(k7qysr7R*7EAoGy)!g~q6nxulrrqy{wD*A{Ioa*CERY>= z`hoAx=_pHPz~d|b>EaN2g%re!-J)Peb`M~^N=lRAFCW$`^^hqNZpCjvuvcC0uN6fa zDC*$&imUBP{aKa#GDxz2~Edf_QI>K|dZ7eI2tzTAZ4>G7$Z1SW5r@BWPk8k&K(wEXnE#lmbK#rl7sEzu*6U==18eFqHDJ zmJ|1G`AJ6nb=AMBTYKks#GJU7VIjlre1Z*g9epbQ0mA#4#SF8q#cVqwh|=z}Rrt^r zT#*G#OLJRwg{XJ}9czB$Hcef27#9%-_*#8W~a>~&yKI<+UZwXiAjG^4($Kcgy* zKUBANtLkIyD(J6rNG#O#2`~*7=NfzVE+t=-G_u0umc+$r)L`V=C2Rb&9Ue#C0pqYb zTT;@#_?H0zRX1n{_UIweEFO z%OZg72}hr!@UPs#>V-dpzurIo7pctDFS=1FeB z08$%w9TF$MiK8e1zJZHolVhA=76vh>j)DR8)H?32>NQNiKV)R=KyvJu{4??8Jowhh z|Jv|AEkuFGkJ^y?D_WldM3F&Re z$A8X${BWEIC#N#_{0%i;eAC)}{`zlGAnuPq3^|%y9Kff&)w@Po5Bntg(0oamS8hTa zZw7G)Hbi(F2WD&q1b^Et59tc_I}tfEbmbs#6ZI8W-w9C7Z#(Tr;pbkyVkD;6C|L1z z3M;9~VN~ESBvDOiPAfo3Ic&A9$Nut3nY_Gw&Mx_f@8WlSy0S$YXLrN1wo=}KeID?v z=f;t|mVcXgfB<}%uHJHdsm90DEokpsb^@^2UdZmzXw@7*F>Yzp4_EwGiib*Y$H#JH zyIvzkqHIg7e9n%0LBFY+8)TpzXk;kagfS<^7KZRAO3(zpBgHG0H}HxC$>1d2{auX7q@2VBu^ zVC9x}X@f;-X}m873pLx(W8ke;4{Wv_%gOiTy#s>oeM^}iuefWndN3POA)!_Nvt~ML z`un)B^v!!TS6^CX6W)$ka$T44)>4#rfva#%QQz#ZoLM^oMJy$&FqFL$rtvexUAw3aQ;#B{!TueY<0Uks&KzUIiVN|q3CElc;$>gslz zWsXN$h3M*bO!o`G%#C&__AK=~8h3}Cd(y?@N=+$a(!14YFpDY_bc@kH5s4}4n!_-q zR@@u`O^}31udTctcptwroeQ7MnwuBByDb?I-YDy`KWWwOhY@y>L^;aAELnu2z6t_Q zO0&B)6K=Vy(-9^PGq$k#kjan)fy}^BfKEKLo#BiE$Gp(KWg>9y0gR{m29B@)Ia%!P z;7%hrAJSDP-?L?n(gKXIQ$nB{n_9sQYVcz7v1`p+CkI`feB{!xfVnN+ly?1wy4&@u z?`@}}198~>i&_s7Al8!MSi%S{qPkdLXw$|?1DB7(g(d^^Fi$Qoy5(=(`g6wVuz!X~ zvrj-|U9+fn(k0P%XS&j@qD8qfarsfCKLVfrOxypxSrwIu=Tg&2=Ml7G>RdkuyQx?D zry(b8*>!cx)Y=z*f~|vGLZOo>%CB^(e6ct>LuZxY)&#H@p~#+3|C||f|4KV$0{I>% z6s<0S_g|E_miO^GC_K0?8qh_Z7Hz$rY|wRwZInZ{74=lz;=n9k7ur2Jy|%wJ+JgNd z%xwEJFFE}%r1SLeug7*L@zei1=EEgVetmf%{l(z%ofT&Cl)dj2s;2S-->*+ne?E79 zQ2B|6KAC3RNkP4!4i@KC4PSiGHFh{xrtufY{BP-mab@84f3D@62U42_uItPn`-9&r zx}L}WIMnqhqI_kthkfu}QE67`F4@9pc_E1^i&+9r>JagZiPgu=X^W?1QKYSu$0me-AY3=L|y#3c0_G_(&;~`I( zfi^MCG!5Sdoq2f};u_w0IjdWV+fq0yz64Q=#jB($yv*e0uhY?VA+ZMc6rq#(6#M#~ z!@60FXi&0SCJ6N`|R(i$9+<&OU(1@!N|;5TyY=5K!|zGJDhS%tw|=V{Th+g zkyBDH@$6mhNe~+=9gK^nf=Uq!^_FXw2{MZ_kt`~JQp~Nf9q}t_dzQvmBPfNdU}@7C z?^g`28qp@w?=zd8?|Gzy)7NhZ({T;R5Bs38J>4-h6Le+oC}8Rx^%8WV-osKMW}Z4? z8Fc;CCFq={vGh26!Ai0xt|uWOnXjpsW+XRGLKg5_-XItR{~i&0CTYL1RnMb>;vxYo zrTXi~hl>I?F`U#H(Mvejq4<0{5qX*|p==D>P00mzv^136>}0Fm-{}k|M|5xe5y=Ho zem2pgvS0<25E}#NUj;Tn6E+BXYLS@D)a1b%g zojvNeb|9eGI&Mfds1Vt61JUg`FP7pyV3e$=VgH^cMNEGCRWdo!A+-tU9=>Sl?NIgE zKRDE3{jDCl71uV2)E;<|zzEP0(kXwibG-XTfJnEHjVpm zWem=?!~DmdNgNd$Luka#ZY?XaLvNV_95}PykZ2Q2OoLhGD9e-ET-0puI0XA_NaxN& z9q4>pj9YHE8d%5q%jXj0?5&c|qCOZsg`C}a()lZkf zT){g%^Fa=MltcxtA*CK(SNGx|DJ@2u*td=AvsE2-qT}#DZow~dCGl#1?B_}3#+rbLXXT_n$~J5!LWuONmFUkV{--$ zHiN2M-}Jw0s61l5@?hX`A~hgS%Q(duD6*e~OttoA90!Xi4IR4(4-01LVS*{O*Vz+Ma+8e(2%@5;j@uHR<6b8)Kfm9qp<`o~`;)GXF8adra^C5*Tacii>sU zuuYvMX7Q9-^NTr;*{p-cv|d#eW3XjYcnW=N6Y|-gM24Fo%r6D$O(R3SI!S7IbcH^J zr8M`JBq-?R2ln0>>QIbSPe_N)06K+mH8_9}j0FpoB{VUfl68=EiKI+YIM-ciQJ5!g zXwF$f7~$8x=XQncfHkmia!7+CPm;_?=Iz}{*QDWCc^U}X#2UuLF?*0!FYC;;;L`YV z3)0IggKjx!X_{TA>qt|kPE_b6VUbh!Z`;3tv;Po{L&r}QiLhxK#9fYa%4d|9M8)oPM^X(C;G6AGR`PN1UC!vwoX zKf8PPu3b_y_-HEb$H&=1p)eElb$+=-_7W38`Xg^)X)}UzT@R3dkUNjznj^K)d!v%v zmPp5pTEM7;h|9T&40AxZIj`K%IGZt^KQg=^oT8LCc4`E8}o0ZL_u zm$reWLn5{=fRynm!;*oWCIO?TtM4bYDxYwKgbJu)s?3a1))`hl3*hKsRj=z1yUjtM zEbJ-7BnzXpqeXy8+4s77{kAE-PoMXW9Gv>QbmQL2|Ckio)W==_1*sO;-zzo%y>go< zVhP^2;f*W!h3$CFFmz5NjUOY(Hb&E8>=EM`;g#hJT9osK^`|OSg22kAc+M?l)OG&U z2pfGGCm1`@!H)1w<_zP`;(oL?Vs%sOUfUVu^xMB(Vb@lV*ZdPoc@_B>k4W=ZJ_dFZ z18NS9wPJOT1Z7s%xkSMmZ9bqV*-4k62mV#*+?=+9)pjO=I)S(5VtN4JSQINe=X1tj z_Ijdg{k^P>p+?<2oRF6`-9}Qv1SWcNT+K7#qMII6@n;GgzCTCMsgSxn zB<7mn?8z3SlyTU}Sjr538&gOhCPnyD-LWlQFT%F17x`_|L_O~ln1>?*ZPoLrJQoFKO(>6#vHzOst` z3mExV%L>8LS5=_4#ic5au$jzk3}81C(=henR>=gd)7pHBHefQp{wn52!lIt{X@+mMSHRM;p@y(B zdl6L!(@3<9k~#2__lIwI*nJOS-1CGytu{R^r&BP<(Tqw30JhO5B~lTJ(QjJ{&=TqV zxT<)AsT>fED2n|&{hCG2ZHDo@u=8;zY(D=i>xo^@{?iMbN6-kzA}4(rITx*7Rl30s zl}XXPzlj*6ASEu8PUX3sHW>Xn`S9(Zv^CIR=z_<>!QtmdoXh=}u;;S0_HGyg843X- zvLiFQ+p;(wJp{Oy<>O1}7%&Vo;f>)ZoLf%jh!n)a$1c*ZVi}OZ&#c1-(#kF7Q&rq~ z=Rw?Ag4lRozo&ig3;XdnDA-Zb*>_oOi}!6(r&9-8&#$BH&Z}*S4$PMssBEo^tG7Qq z{`Y6_B$ZG3BTu}Fc2Oj6l2np?QW}100Vd~rWWFysxJSrJ(1JjG0k(?H-}#z7{U8`P z#==yC6p4d*Fjw3kI)@p>)WXo^Zh0O62J<83{EMkx0TqU27)Bne-Af zX7MVVKZacxOFeh;WlPhdI_j@nr4bRw@71ozbR;y(5+auDjE5sm4}k0vx{Y)ap(r7F zbHsCfg6_nd$Md^Z-=16*_?}pshko{)yuNLD-iH(TFIAC~?Xuy&G8_8OD-T_Nwe@5^ zcOkJYLO&*iU=%m(o)C-bQ*Jzoy587k_8PiRhzT%Nb`UC#0ZG{o><2Lh%FI=enN3PE zBSE*^FT|-(HT`P*e1pxmE>+o01Sb%)=w3d>Q{|~dr=Y%-7mxo1UceQ?zE;8z^nB~l zTg-7+Huon(7-TC*yDKsXgVxJQ?;<~^QmsNfu%R?&?-VWUUUKaML9@l16swa&FLXD zhS;1XB20B^?`JYqJabRwoT*gtnI3PU4B_MTo340gLM;9$lq4AYG2Py@N3Fn(L^p&c zAO=QPSDb$+te965*fK*qFjDXNUoxdgr@PMi0_sjp1yse>oism*qv(UX9*M|gnJc-N z@g|x`g>8N!qgpK@vsjs8#;N1&qlHb~Xm)C!7k87_!VXIg<&O|P=eS+NJcER$DRV@u z{fqt4`<7Sl+d%b89B#TLo90Qcnm)U_X(1a15{`CaN<;l2>@BJYAx56VQ}7oAY`DqM;`Afslj zoQcS)yk zeG(T)sr?XCt^Tx_WNjlMCo(inJ|QcaV3w9Zn(rkI!;?Lsoi538^|4Io_V#g+UhT@d zoH`C82Y~n9^A(~irR24|ZW@ieKIoWwLrrYSZD|nT2td62#oQ2dQj7f=w8wi`8W8_ZEEEQwHle#?Xjj$Q;gjylbHC9wMK$#$T^xobP8w0I8@Y{s|%r4 zFS<&xDiQVMFfQa5*G_t_WpSGhRiRqA?|fw%q{ub2=N@x*oV@BIZ$;g-bTQ>HicmqX7qv zRN5;`vtunXY!UN$UW`3Zsv4t|WrO}|yhjAjW z)gCBPJy6|it)6O2!D(sUVvssX2?ccOWD9;Y7sBmF3)!IA_rV8ojQYpCJrzxs{D~JL zU=A9#G#I_S3c&uxWLk9fGe9htnPgfCy%d}x(UZLfWny<{qlubJ!9Zq;qX~y{L+ou` z7p_FzdRp0@wv#RmI&>4Py;dvk+BpYqDz)Jdb*L6a>-&5nHSx#-Ex8EH4o^7)ROj7w zw}=r-vBlJ&rip@8PEkWnLd3fdmD@_*RmMXLP&uh}xdI%6^~P9q2+8dhW}>ttD}>GU z!t*oMhc}F?A@zKBUfF!-;J&4_6ok62KRkzh7z>|Cnme|rx_ui>-;ZsOD3Py6c*Q@b zy6v{EB$JKw0?p!5Mo9aNBN(H%O0BJ&~$gZ)vHYUNG`U5#pd4Nb%Ty|F} z_vyh$kwidUbhMfv|dVP0;_yd-%^y@ z{_JjeDo8<0lFp@VvGqQ^R50IZaI~W@X=I-KgnvUT`-(d6ub145+_OAY5tT54t@#mq z$gfZ3`ZV8djztn_yB!=rNu}2uSXh&6dk!rcseXAT(A7~)>E%J&IJ33P5UZr^iEM}_ zc$=hF2FFkmjc5V~?PSa4wB+$^pz1vL>?%jKOjP!P5JE2|%V~z2MT3*zN0btdGBK8k zw$XLY8arq;&J!*A)2YtohNI08Ne9ctvZD*4lZH7wp4!nQrKH96DUqe}Mo(obaG%$X zw-RFE6ZsZ^1PDdAa-s(9Y;8d06Wh=Z{>@XKLN=}ajl0U5oF2!IZEPIUYGJC< zKaHN=j@+3{uPF(ilCFM{_h*3m*@*W~1M6maX374&{`yVR9k9>wcRuanDTxCO7D=lbwR9>mhj& zBbWbP%*oNQ za^iyLC1kw(_xKJ$mw-wMPxQB9S);c;TU>*O&JAl&3%0RAjP=rWO$+$Zm@sR_c1Dn2;OFHf^~B?U{O0K&RzGZwq(*Cyd_>`sG4FO_Ev5Uky)``CXR(fI`3>VKc*r$(5_<6aLw^m! zSEIL~|M+s3|CbFk!9BFVknx_M3O-T=y;5rB%}SByuziv>_@L;W%|7*1&wk);_=aoj z>*w1U%+;Cih+*|TH#Y)ggRcY=$^(TTh3%ssUQ^=L0?M<$OaI)q?V!L=s8;Sjx?Qj{ z^HAp7-ujbIl1ba|iI0PhLWIe+yS|7Y?R^M(klCwy9nMY|r|TBWXU2v#rTlW{o?1cC zBipx9fQfcH&ER)Z-4_tlRenH+6y$y19|Shg{0P}6ff@Od-cqPNoc5`vukWvbBY%3UIA_LjU#N`+g|1cJwL6 zl3nWL_$jA<_0;>5yAK^qbj12TA>t(!QnVhy> z{1Drl3hQ>uyT27a>&Q(AO6{_j+x+fVDX#(oVysuvI4Mv3e15bzw>h174E%I3vW`Hg zd>tFPh1#lfQ?D`(&SLMmt%Ajod8QLKEaK7))v%xP5`GTet!3>>quZaxq)-m7myY$T z5Oz{lsf5c0o%$BRZc+Wu%aItHQqyX6R+WDG9iK=O<{2&4!Gkn-tencG4l<9E9d5Q{ z?2V|sVQ5wWG~7`bb2E9I>cxwqA6r6OHLk`P~OzzuZ*rt<2OH& zk8k_~vH62rGP9W+kJs($d9X>>Vl$`UrzLd|v-+!|{FFi-a5Jtf)&Ja8D6uUmZU;$; z+?Q;zfp0F>P*Z2#)(I*=c59|r?EUQI^3THi=kN=~YpGl~{{Rc3@&ZXc6;)Fqan=#% zmPKQ}op7>5$WM_TLq!+6kW_kZt;uGrx+KpQlS&DRMf(bwn#6sOvPj{~ik6Pz91|iJ zX;&lyheVVy1De(lOiUtPpoD|p@zQzdu7a7f4Ye+PLVv(^JmQoSKkZPr3ry* zXQSIK1LVZYUuGv8cX?RpHOdey)Nc0u>K(e&v;E3 zs|<)g(n9Q3e#c`xZXw%@A6`PffaP1IAAX&5tq?WqgDU;nU=Plm2&buNbjuzhN_;X7dJ_Cq@k zW_MAwQ?HL=AtnkEcxw>KW7GgM znb?R15QD=0=}qxA@itls`fK7*7>9Ksx1nkCDN;SbCWTPF1Ac1gQkK5GICJ3AvGtN2 z2^;nebor44w%O7h5)*Sbv9Y`Jo%D+dN})=|Yb-vY2E}CSO7zJ-(`o>95ro6DSpP`v zc)27_RS*=~jZJBJUoJPWVXgmi;mDEJ&d*ms_n8A|bEDX`N*(X3%XN(r$#QR~oQd@c zNtRnff)9`Sjd7qP709}mIlg1<(87($ye4b3rtU^YG)nm(2n`!z>cxoNw|`TLc4_jZZtCeF)Z@t zS5}wR>YpII=nKndO7pB>P|SPQ3Yh4mnWbG>rphj!0r({ta(0t6Oi*mSLK>5yV5Ae`4ST3+gX4tcT=Ibzk_&mm*jAB~QSe~dZ-^{5C9H~--DR)<&u$_1cFuo^d^x%|DZ>O~ zPe*Kj(yPDYJw|*-P3Du2=gB!2z2SdZO*Jz+OAUGfJBu5KHuJ_c+fB|U2`l~Wq(Nzi z6uNfL;3;OBX>h!-C^irgYStw2k`HT`>RHG3e40SP{jEwJzfejznH#ZEpq%nD%&!x$K^JiX<*i0Zq(^-|47g1aPhh1SruT${1S z|3nmgVvFL@J3fSDq#RJYiehqU;b-(ih6;w8fLS8oa_P!@xePq8?$`yxPaPLa4pe~L zg;Y(&IOu~(k#7q=?8kKBPr7@3$dRp@So6WfHT#ISE7jr%F^-}o^}TrnQ!al;w#h1V zu{Qc5EWI1mXD&GGo0unAJ*v1hB#62=xa|{Rz_uuRDn@@DG>-9~ ztK$ON@ebMIxzhMbj9p$F`&a|cAt>P7f!$mUT(&*xg7U(**cp$taQE*xXHLG8ta(bE z=xLd5pkA*caSSW}B{yJH#45oo54GlY`y?i%cQ-}#1KibT5m_*tI9t(XJCvrb;_e83 z(`?UDyVdavyaG?-^sG)YG2ZMvBFvksDk;vZb=aAY0BREW8LTs6HBb5b`)t^_oLtm^H2~&XXdyhf6}Xs?`)GRBGh0lIk9{ZDuy8{9 zu;Ce$J6gR!%v5m4j~~j}+QAx)SGwNPNOMwqh21=6NT*(AHXI!Z5XiL55gmV@lFQ9q z*_5TITOTJAfgy?Qqb z<`bIhg{&=k2SGb*A{>q$*oDVUm9%-&l6}Kw5e#XqtvnlLL%-zoj_v4eojZ^Er%2D8 zpA^`+0=WcLzt^CA`7MkD+uzC`6}-;%U)eD%nT^pDOqQ35*yO4LXvgzW!0Z4oqfMGO zKaj{DR`0#Y7?1yQN&X|-zHmfkFEoj~{IREScx~pr-)zr*WpGA#P_5zyuLnP0u!EX@ zz!%7t>_*_$<%1pyf1*&pApp)keEKA|0ypT=)+gqUYPCMPr|ap2aKOObi(8>i0YXO# z)e}Ry&-!Zp2~?p#pnUwyn7VIcHe-b=4NG$_g~~nFet3<+9-!T2=o+-`Y~4*%SRP7Q ziDTvgnHRXGvqnn@8*H-b31TR0S=2s`lhEqqONfEJuiOCM2q*Lb0nf zeG~QR<|^E+HgAc-2TPWGns2^+esa|_{lW90QEH9%+7|4TLfz&@l($xzBbq;?t?$3N zE7F-otS#&=?_2DtcY`Kzyx%>)h~sczT5M!G@bWO-dw#uk(q~(!tpMEAcjr#4i;W=l zIp|YNnk|LCjin9^gCIg$eUo9nI*gfASR*nq)AK&Qz zrANQf;YP&LN^%SX5M=?wl3mW+i>wA*RnkS)aNUEEs6Ri?qc)7=vg!1N!$^Ya4#;2p z#*!{Qc{kXBM0dIT4D)xMA8Sd1ydoSzShh?KQ4Rp*3^($}TByZ5jKc=}>CUXelF5xO~4Fl)Ug0!PNnb?aDgW(pdMs5_)=T+0$qIJNqdV^(PeeZazc0<6 z&3gCG8?GI}g}(P8eZhu`?0nva)>j%jAVizhw{}+C9w8wBk9-lMF9|^erQn|Kc%dL; zZH1>*3r;3PSv z`S72ww>`Wnq}@R^pKF*aE?S#q52Mg*c~%QfL!0!b5i$RfJgX&MFv3^Q>$Ly?owhm% z;acr2W$fIDi}cOIs-;fmIm2uO7+f9^^t|!<)52R1O~rON!}kgUp{PkG1$|yua&0) zx7o0|72riYVpfzGc-qE_?mC?_>bP1egUVP`XZ=dFCXlZ2SkFQiDQhWplH(?esWrx& z+Hga$ALB;VTFzH18QM`^TZ{OH8kDE7oXS#>G6%aBy3$(sr(mrp$E;zVi2jQQ7hpj| zST=K*Vu71FTCJ#j8%8C9!e~2|a06w#@ZBPv-p{J0M!%Tti@<1QRydpZxM0;P-&J2b zTY|MI!*oUu;mFRfvT-$$V!~Xs;>|z_XT%^O7`?jM7CIU?l*$CSDsNVvHif2i#90g4 ztbGSnN>D3@w6#L3ZDh@fKHX#UBBN^Y-FXdn(y2xYA<_7fIQ{_U`MQbM_wp|T+w_En z#7#zSKNHS)vKqhBZ1Es~dRI7BLT6Uwf;}2Ddz3=XeZF~k$fNSV+-Jpqci&}2ZYgMw z{166I{r1w2-OHO}TPt$%0Dsxw(1-QCZ5@=#7JLs3jgI?Ogo8YLGnKgt1HrxY3X77do`%F=nwT;UE>p6G3xRX*)u6V8QO}iA$h?mHfnO>dW)8dSd)@w`0Mix=Q+i$jvOd8(P~d(5bV# z2@Ej{u1@e2l3}Tq?j2+(nsl9JH603ba)~W_!L(kLZ^F7m1ZW0!DxO~*E5ouz!!de| zjJ1LsA=+P$g1yiGsslcZ|3_b`aaFZ5qkgJRajOA;P;f4g=~x0%U2(akN0_t0 zIR(?VSwImE=E!Qzv$7abHUQ1(k)7u~=C(xPqVZhhN?nd{$wB#ibAG)K^m>E3XRZDN$rHjQMkd~Qmvd<-P4H;8f+QmI8RTa7iQ zLkEm%acjc20A^~zob1Eg97s9VDQ+5jKDe^mnWs>lgveN1A3-ZC3kBVFl}QWaDjO5= z+|5W~3OD8Y@z;wC|JWW>`Y)gdF45Xd`yWjLCQw4LpVzfG`xSH|Ut<>6z@;2f98)|^ zwkFKZo_<1v=!PqAyf1!o-+>hVInbE`u9RhOyebo-#M8&!jlRAVtHJB0hN=e8%1ynPRG`P&X9u4!emxzRmM$*^ z+O%g|zp`$Wq5dGloJNOMh>ax`$G`G$8elCKu6fwT-CKmV)JFKo${yRgd2P5|=jBK& zjrNEgdMV|j$N>;TP+qKjJ)LS}0E`$yLR`u=ZwPP=r#qiHm$bW%8`oy|nM7d2@JaAZE^Jjt&9aM%X+z9Sf0Muj!8+kv?5mw4p>mKy97wohxj zm=Vpp!YLNCHQOq8^a@qKd`P(+ zv^V$l(-}zWw^g&YzW?c0@>#>w{C8A8IXHhS7IC0fg0<&2d= zDe1%Mu8dH8ES}C|&IV$E{j`U2CM%ICtk=Wpg=*)s<%T4DbKpOIvSQ*%7+CGFw;h3u z07x=-D@)^h+#rI`357Ay`Gr4ZLaOR)xdDu5>IP$HY5icGVjAcNS~uNKDX%VD(D3uR}7^B;TdO>q23Plj0vhNK8)Lu&r_72N>!hi+I$GsEOen z;0a>E$Z3!)dGj#w7!2RkOlO9J0KVgu1s1M=RBmN8y2X#D={l8AN;E^y>JjKIdGv4p zrs@94|ALi-|9oz5xppvtGm2crFN*IKXD~WbcJMuTWjSF3u!4CM+0^huo>bsIvIfg? zcPsy3LEQ@LNU_%*wDYGB3Gna3z@7-wGrWpyQ<4GNfmZm6rL@S_O;XCk=elL8z10-P zU>!)G+OfU+JFfLC}J3* zA=j(qt28g)?Trp&Z2~y6d*?uaW+U3@WcgINR6Fv6CN8FIszMCAcyo=7)!U&0+@M2c zYOJj)L*xx(E?r}@EKb}xtQtq23|Bufm*nEg6H}O-+?})<++mw0il9QLcB`P*+yN?N z3^-@KRL;x8L0i@a8l6JR{S~rwZrSD@D=_)dhZ60WR{>B;CzUH9#79ieMR`uI2ksABtu# z%cfTI6qUHv>rSuM+Fc+KR%zS~TPD#4PUvtdLv}Ni^BiwI*Mn{z7M>7sly5&gPL90u z>&-w!kx)}h)ee5BMKHO}!fA~lGq=vqG=`<)0#s`nb#xQjuPr?nsD#c|Sir}et8$+6 z1g8oI0&iMManp)Yhmz!WA!y@z!Y-pxAufK-v|voc(ZTsgVX))cAUtwBc~d5E05+`IQkOAE5h;p)!^Iw!2G?YX>Ko%rIp) zX9v!Ot3FxOcN)J>J0IRw%ND{$)V~w4n=OcibZNO=5nQB+|D+-#w@^rlqN-N`<0(IDK?Q4a}n~rrMy|7gtn)lhj(0y@f_^w0!MEr*ku= z#5vUEC~5oJ(EYfhUgkQUE z8I>P>bSbxySBGNNoky-ps{?`=uoCP$n4?fuoNo+Tf3s$Ys0*!V zWQcu$o0!3)wcCYgMri0?;z>z#O}F08jsM zMSI6+7TWSq!|xYPiy8}j5g6cfMI;Yk`dNw2b*h=koHf*xA;Pd~M2q(JqPv)$5J$nw z4#h}*)o}aI|N2JhtR290V}Ac6IDVIqS+@V{M06ou?-EpJSae@tO*zlFGC+F}dl^_1P2@ zHz^u;9+fe-Ul-&UfR#1p&?{AipPR-j+Tu+N?~`?AfrKei#>$ za?RBs9_SZcpD32e4N$Hl{PEZ(C$Cfr)D8gHev~Oq1;JhJQ$ zA9%FYOW+E6`dIk=|y{!Z&(o{oA2_S*{=~D`kDsWH;Ea^NQM4;gExNvBW0R(*NlW2Xi$z_tca?_)bATx(aoFhVD8R2-(~i=vFT; zhuh{R?doc<*F5D1sCy4R6SzuD))g$q+mUO&q4bxKx`}J-@|$D^;#K0Sa-sB=cK^|9e7*-C zNr6n#<<_?|WCQ<6o4J^wJ-^G3)&{{=IJMGcTVhWS9!M}*RQqSR=7U?U&cQzp;&QHm zgwLz@E?#Efts$<@X=&2BN+(shA1yF5r&eobl;fTSf7xHC5qNae_8+m+T9=RCovOLP ze}5l2uxo)CO8OibpB;KuTe4WOc7(s2LPnBbbeUuh+r5ilUwm2yKC*FUh!_edCk{ao zjsom1cgHGhY!0)LEsOP3AKvEAs=Zi#V%xs;)A$k9Lad;*4E5JM-!Ld≈;}eT`F0 zTlbP(kb!q6@X)J5edILPt}4)0f*@qlVfW%JL#aAsQ0_ffCsVV@PcxIMtg61jT=aGV#lxC zh2Outf=jDCBlSg(KV9el9A@(fv0Py)MtMG@)+Dzi$tWM}MgxFeIQ(;(9P!Pr@+$R& z5huB-j3oMl5=Pa82?9wmJcqRRY(5%m>;33d= za~ev&&4l=FyJ;637#8$hak?l3bevYbGAq1)B)>a4>aqb}5<&Po3kQYw$}7n9^dS?D zvsm8*5Ry2s;&yiXaUT<2bS(L4g3a#PI3%ny^it3yr&U-3@>G-Jj2#HopmJ0)BJR&R^#SOEmW7-1zV?Y>g1^1Ed2PMS%p^AQAN`md6#0f=knCl zL%l(tC#DbDb_r>@J}%u}^~`P{RLGT?`Gtjs&qHIb!z%1`nWH?f)@47@>@&2ADzcLn zOcLH{4jPZj#noJRnjj|KK6`?ew{KB<71FqFlz8>S#Obis>n}$zT7XKOXTqLSZ`HQs zV{BAcAaRCf;lr*t7Oc5;DtAaKa+>aLs0(``xd+$?m5~6z+`{$KHA@WcNq%KpWM$xg zE8)B((Y43fpJg&h65&M28h81}wh01>8vMJT8B|eAm@6GtpV>P;YnxA@E1{dMT3|H` z?V0h=6ODt@!e~URVxLM!u84*1P=fL5Q2PQoov2z+sc9mXvUG(Sd$qru517Ja=z~S0MR07$OuPVd`M!6gO?9nK# zaBkAPFt>HsSA;YVIRmA{u1;P%3=rK}?0QRp*4C^|Zm_~5+ZkP#WDrYzD>c*Yy~QMu zj=h2&jey!2L;0vW>a6*-7%75meZw9d`==RMb{$$yf6^Jh99`vgiqL_|Dh((6S{wb5 z8XGij17RE?^svUOxb0-F2c(_*zSFWBC*z7xXFrPageP%QRao$0Cth#= z|03OcBObEH7@4)s<9CE89Dg7}>4H6LL2l~#s>!V#ujAMc6BC=Ar?nw?G$>3!>FZ8r z`QM1QAbauzXW8QvCS22zEJ`h9OjOzEQ&aa!ZV8@F*LJOv&oPNL%|7I&k9_48_5nG2=_~DuLJ&XP-IR(NHxJFDG9e$& zrL6U6Wy%*eluC8ke=0$@&uY|LKr<*MuQM{4kjhyJj}R@hk*(Z2CH(&ScGfXxc+=c% z!YKG0Hu!W84=ot3rBJ&kk7*SEP~#GN$a8P*Uih@*IyNO4@v04KanWB?h#eabr*wyw z7`JOW4>r;d>6qhxaSQcO$iAr;E>ya4$tA4imp^LfNw zUO$nONO%(Sed{6(y*Ezoo~wK}F|w+wo&iBZCEEjRYFNTXiMliEI=pze{Uh&AkzhrH z>+Ze4o!EaudH;+ONL_0y^Xi;Q6q`Beug+68@(-&4lsZ zpUc~o0-K`t79QjuQ))dj^s-djB)=!YSEO24zZ?P37@JK7P^D^bpNO!bsQKPeCZX$S z<%z5>qAOj~F`#w$pY(U#bBdE&fJ@O)ihcrD$z4doacGmN{#|%c^p*1^+YRYQ{;}E> zcr5A3s;~rkbMszf{2x&|YWN7c1^(iz?mb~T{13j4ZFSZbv(p z+bi%_Ukv`oaQS2Xe;F>X2!_iVV*g0v&pE-aN(&hrC{iP-`RPNy2fdPECQ4US+~w%) zuCk9ty5b&CjxJ8Z^b?z96n-}*nU_jpiXZ#fLXCi<$U}d>8%A@R849022xD5Y#{fa0$2QVSXM)_lR#i@`+04Sn`_f9Xf5-t_Z7&230Ee#d~y6TDmzOE>z#N3Yg}=xxtfA)?98 z_dtdD*7}UZz{${t5%dgpGG?Yk;YIzURPh6FZulZb->fW`knQeLfRf4 zMBJ*IA@|4%nLy3D6u&YqXS42%XKy)O)3X%0sP85#0Iw;gx>9TL_ep#l`#qkbV^pLS zqb=^k-{WMo)p9vY=XeM*@#3bi%m-}Vopw8s!8w??h55;jGIOIE<_9z2%-p@~om-r^ z<(hWU(dJ!Z-!z<_+RKC4A_@C`XCVUgg>PTXB(>x5{8PPrFNK?0LY+$ZzvLz?gm5*V zmCAcnq(yvJmE*vl{PoN;XlY(%A4a4wZdp|cy|h!2@}e%mcwXR|Brg{Sz$Ev3PI-de8E^RdNi z`>}FTy6Ew&G*FXP+|>g+%ksA~mgpQ@ut-t5QMD%>WhXD6;-;Shhd@52XC`JrJCUYd zg(S|xZ+{bmUfW3Ces3`o)J$%$KVFNVkWX47{qjgI`7=ijr`{Z4Dmri5Bz={#)UU>d zC5fHT?iKny0$KybmdmqgfRR1vHbXhVJ;iO6uIgQZsLLOV!!57H#!P;G@O(YASfY8# zt2HFC>o%1o_VvZz8~^nkf(d<;#L=);;CWX^sT}`dum`yqO#8qR<=ULBX#x7x1{^C) zeP|AjA(m7E{}!!#a%pRL0X&Pdc2x0j5AZdVD|f;`KTF9|l5#)&5pztUOCD@K3}z#~ z-P#wHlDWTZqm=QB07ZIgtoB58RxrmAoat8v9D8P9A4UK~3_i7czr*r>gLeH5Kb)qX zxOFm741btQ9P>Wd`((1J>{;%0y346drrcZZ&xvtSYR!}ig@jE7#!Y=>4?R%tf|bsip1~Qm=$nJOG;MZ}auDD7&4EB8hnn%v}=Ifgd~HxJ|sGtPK_ZD7PwV6!9|; zluZlY5P~w~0zKFIVNgWIcC*T(U*${&1 z75wG2snmSl7x}u{r|J6`!ZmTHaT>@LSwGCY|S?ugbq+Jm@SZlrj1D%AB7ZVb4-6crJytrp~4qxS% zSpFKtjuFZn$-PYOcTaXLc^TyeD(q6%wnOibTKO=K^o&(@eNh39mNG!H9b-TTnt9rv zi9dN=VdR*#Qd=aQEE#6W(&TO}PqOEQw}XdrY$(N1GHLF97}OEz|ss{?6WoLPWesj86 zX)Rw7tYVhC^UVXb9lC1u>QTGv(LFKxz9YJX9w+xI%zdi%QSEHbFJJeiM&D#^66j`3 zuOpBqVV(I|!NXDy-KFID%hn)|mYwy)W#fA*748T0(yy(s-Pobq-?6c=shTv`>aH?L z)H-rV&Kk+=BpRAivj#RN!R9Y4jm^VU`35=T<;-*)nGbhY{G67p45?X~_KfZpu`(}I zR~~T6(2Gy(_16$6s6kE~|93~)SpUZ+{XkvuLz%rl;AJk+ z?zxw-W|35s5_&X$vHoq3r#*NqY36|JMP~*TD$S(rEMBNdon#bV`$mDZ)Bd_nA^~|9 z#2f*cO^@yW7H4ozH})29P#Gr!kpcH^t+#=sQ|DpR>qzqPcfP@V(F|ksw>4@fpFU8= znaEMuG#(Yg7&9)BkjKg{5FR15FuH;KTo^V|h?RGUKnAiEZ#39?D&2L8u+=+FVEJ|h zOVcI{Z6ps~zj*ZM1wbkCf{(J908LZ4xa%tKRhFv^7!1S*JvS40S(9>~zQu%YuN6_v zoZm#G&X=C0ZdX|{TQ+3%St|LKK5s;9tJ+jPcp)K zXHY1j58|{B-FjBeNq4{DibzEmbcI&EW04dmR%5K*%$ssit!Q<$N)xN|nrmSzCZ(jU zT2++s6|b_oN^mOHy>SA|PSIO*UwX6Y)J zR491T4u|Ge>O;}#1SpRQ!O+x*2M^-J>P@qzedVI;!KW7qY1CXD9nLN5C)&uF7rGS9(e zHL=wZ`=@$IjB{8znW>E)kfLxv_k}dRoTJU@eaDgjN%m>WHF^Aaya^*-Dzx2g`FGeN z{Tt>!q_xSPv3RoWgj`xu1BP0gN!Q4ey7~u@MCIBg*$-qUc3O;ljm+N8t&p~Mibq%L z*7kRUt?%3k@eAYN-MUuv(Gl(<$p37R;TB~V&Vqc&VPvU1fU{(Hn@wko9@{1j+T_cq zw*}sZT0NpC0X>z*IGN`aC7QRGn5_EW)G{mVATTJ70WTQ2yJXIl?%u`E*y*y?YZ?b*Il@ z(g#<>EdBby>_snoGg-igpC;X#>S#A-3f(=CLY^K2$V|HYu(hCjZ4Q-W7O9VZp4ld` zB|Hd5?HJ`8 z1S^#H%MYhd=(w~X)k?i&_R}Y>Dgetcby}B*z@)Fgo-^>FRgJ>(QSng+(p;o+6yYfPM77k#R!A z<>Zhv`@w=&rY6KysmbA91RXiA7Z4oMnXsRT5GO4nKY{*=bARD;YW zgy!RSL6f)QkqTvCl0Bm#p)z}W^Hl@Ec1D$R0OLX?6S=%3rXNPhdGH`{6-@%4)i-AD zkouueuvRk}^Yc^mpOOmFW3y24(J&I~cX~Ndehvt0N59J{KaM(NZULD1!ha{BY8^!# zpHqXG(V?b~$8eH%cc$FeFMxmvW)cJ>EkY;?R4*^D#i*m#YQ1Zanw7cyXX{v!S~W%; z?qgLpjM(R)I6o8JyU=W5(wWcvP=yrol3d?oJzI~8S+bS_Kp|DNcWr}y<4JnOQC?=W zC6d&fiszC;XJ8AGGYiXZXM1M=MDN?CkqIadK~ytt1dsZ>!tdmiVJ0a8bNb2}fq)vM ztg!-mN)8V7M+uzBS2-P&+EfQ4iBt)+!zzBwqMO6wrg#EE+l}!`(Cn8wWv%~-C@5A+ zy^BpBsRB*U>LYPYcG4Rc=QZz3wuwk61jE;5W;I9N-HtJ%XixxzwHAa8Km=JYrlwynX6 z=;lh~JUacfZarO?l%WrH!pHLa_qWA+e=Z+CvmU$M z*$f^Ug%ne!_Xl^b_FLF|IM6S^7E(1B!e}L#vPgSAn+8dVAPA4#CEoDi;o8OJO-RS# zQB5poTa9*)tQ%ZhNb%I4pj|jT8yS=NuQP4$rk!_splLubRC0h>VW2FP!{)?D*PPV( z1WnfXCMD>Z_Pxt68YNKqS7##?PjLysCJh;n2fW})-c8Yh8HEr#Z>?!BsPD5fo|CS|DZ z5o%zrd5~`*v6fw(m64HCHiwdafs&pqz8UcCr-MS(YWcz9Z&O~laXwjG{jvRPgYW(0 zXo(*S)2amFYQuMU<)FzDW@NKovb-nHAwxfGTey@`Rgt&9wY{G1u_Il?a&Jdunt$G zmz+JI1Hx#vx1=`U-iMaaZ=Lr@oe-oH3q@+-%+b!$k``eos-H&#w6YUwFLTTkVo?Lf z{H}VCm-K3-6~$U`t>xG^qI3ieKp-Q-3kbWk$ zD!jkaW$`Y7&fG^`Oyq>=-oBs}MK+rxRk0_%(Yv zMZCd5!-m>?nO(ayY6#_K99~m6Di+G+beV7Ef>5-$=IaQ+BWze59yHR%z?)!O$HCUxl0EI&aJRUvCV zfA0>26c5+TKW$0PXuYRQYZesK7lw6pc)2FV(+Ek33t3+^tHPgfgVA7~j9kDG7h0qIwglkw|)kI>s# zY>dMp0Q~|Ir+`0JlOc;L*7em}A!nQYVlJSJ@nVh|{Z8E;xaxXE@pu2Radh#qh;x8l+_Mg+haM7T+Y6+&Y{dCr zQxb`TcSeb>e-VUPyj^MLVT|(JT)wSKoDb4Du6ZPs+bhq<+hA*5mf|S_&GOmO%w6=E zr8x+?X(OOnUu=E5QV@^S=&lcJD|3JA}3QdGl&)9})6UvAYaczCfco z71SU&tg#w-5Ztj=cdqC8QUWG%;Yx039w$}|6`(S!HgpzJV!sA=jGIU(gFOn0mP*t= zR-d~&4|oHrr$|!hiy812=ZQi*!?ezkO@QJ|r1D$-%qU-KHNpW9i0x!zD!BzDDnWK$ zl4vqp3~r}c+&L9CcU(6-cL--NTzr?A8?}Ym!)x}E`!T2ENt3Zl&R!uacufd_pCvY4 zXUs?q)9bFp$I!2nL0DNcYil#&4?%OEJ1tS>N90RWARzoFMW%)|lBHO#4l?BTFqn&F zl2$g>C((0cMJ=0GjRFs_24yAjlvwWD6sxb(vPNyOybD9ppazc&cvKr4i~pUPGtt(NC0piepP=o?Hklj&u}S*f5;{a*jR zoQsy%#7yTVrH2MqjvGQWg688^;GazofNhq%l-6Fcf1B}1)NFnJ+eeE(esk(PqUGbI zwkw=*)dY_+BmihdFqh8Az1Zf1`c5twOO)xyi3%;P5(e4CKyQI>mS)3S!a_Nr7Mzc` zL7C}3H`5077B*i^Zkfe#9DhDq_VKd5d0xoEmg&gDIZ-h@H{^2fdWYEQFYEWfq=DEc zkD^U9Q!~k=wHF;TS$+^=BZQf25$JpK)QW#{Mgz?Lgope{EHjkWgwdBz;+kGczuj8N z(zc`Y9|I@BS)}cC>2*euF6QI`J6|zx&R~#QTchB18cZ*C{1a2QY#vCtUBTC53f+uA zK|$^{o^L-bK+xagX9xST-ICJ6}CRW@Y3p&7Ez#VbiPm?j56y`HJQD=B2b%(M(^q%MbV8v(U=!0ezsgc zmLLT`4SZXaP$LD&s?n+u^>D9};9)lycdgH$J!E@*57@cCsY-{Jm!aGcz&thx7}UG1 zI|(qed+kvNWS`$`^>3yoym16Ll#Tm+g8(9bWkG97hi7^ zyr|U%kd{GAy6UPmSpsxf>8Qtm7^h`$UNa54gR=+A(Ojy+IUA*1(I4`)>n;W# z#l_+5%^9#H_k@9@>|gjgsBB@Y}6eFSGD8O1yxXIe#%J&4ce#kR5S0iVu?V7*vHF~JzQ~ZYa2KS=oWj=F2MA* zJiyeIo5U0bjmpSx5B+WLn$)2bnDCW%IWfH&wW*uJ4;u1nR77{Du^)b4& z8hoBei)BA26R|SwFRhbBI8rNG@vu79Tf{o6DGDbd%`2JNs?+FQ<9;RnqZIESy*Fa< z%{bvFhzKP>xxQ17&S^(2aN)PFPP#xf5x$T@lrZ^>;k38o01c%N3aK?GIPc_|<7?Y-p?xe)j1w@GzCN(5}ul+LX zB>#}^^?R@YTr%;Vo_%Xm(ct^sK6d!#O%@jO(cTTt!Xhp`L938NFGxI=SyvUe#5R*C zWq5`9aN9+%3#CHL4Ju6|)PBgvv+9+#=LNe25L!b*DH3nhb=iqREhbkwJU#G<6?NrQ zP63P-U2U$WwxYYD)hdgWss?C<4X{9TrkP9v+&T4Z`To!&YXTf5@PFVi7k|Ip4USb> zD;qFUntE~@8S>Or>59GH=-uC*tgAQMOACBOo&|dDIuDR42RnsyRNmVS9TS{M(>WE^5c<7Qte8 zlY$47*h1WEFU=_Rp3H1j5QwtPy42TLRzWXwxV4wwB~?Z>O&1P-X|hOKPx}6(XC}~M z^UKrVbArv+l-4af9+oq^CR*jb=elb@44Z}U>!nKWc)`RCScv#O0SC5*VB}`8HLr1< zOm(7Ei8*mwyfSs(pILO0JK;QLN0xpwno4KxM;C9qcua_h^qvr@ECdGgIm4vX$Y`n)KEuxnC!S5NM7Q!UTgthDQL!xgM z{=I+XO{0?q?uL{U4Z-M^^a~}LKMPIcT%PvfyS;^2ysB?K^CP=4V{7yJy}d;+H2B1jLF8iPgP&%G5H|{ywlTU-k=i;+0B!fFB{n%BE6LA6S^X z?SJ^fbN^Y%RiW;@X+f4;;>VVEi}(J$m9f%|c}DqG#OD44J*(xUy=#iFbj8YLp|KJO zV-ee$@x22D)u&B9@fOW|-b9{R5p%UGB9}$s&UMix>l)PgZyqOTorCR8E#Tt#wj%Mz zlQlZ0oWm=H1e00El&{R6=|ekCay$hVNTLsax(nBWBj-x?CK6+@hrenFUY-BLC|5S>|JvB}f^9TOHYSSGxR$kY0<8?0FN}$Y4;u2-{VL0ukuk0BM zIJwr1gG(BwVX^E1pT>$JFF3;AE4X!zi;Pwrdx|p<7;41mrb->Vxoi`2q74fTPc*K^6Yb|m^ORFF1LMT?$%3B zZgJ2nb@6q*C-77|d_o>Wx~SR%cs4)HUY;R2MhxXN1)j-J?u%|=yOG8TTx91!i~$>ol_@z7D&J z$WVk)Zlk7p?5MKkhRY*zGX)dEKP&2z-SzqX#Rt`&fcN?`7-TB`uDbmJiZNLNbtKA? z7;u66j#;u)wYp7M(a2&T_`T?sDA3DIT_TinOw~Z16(w%P)vshD9Xt?!@Gfb$rRx5S z^+WZui?g70!Nz9l(V`eOa#4Lv#;n$&rgAE^sGBd(KJ4(;7q7IYS14Oax{t3&0#zHB z(SJLbwp)k%BC6VYLEc9Lje!U1shmXStRQh6LZmiHz`P^@T{45y=kYkGuBaUE^}HLA z9sN)BY?SzNWgJwww?3_ZHJn)}}P={Ew z^kr97g>pAS>m0?y{ssef$^W85R)ER&tr#Mv?Xjs@hfdu!v-i* zT-68q{5LfkkLgFuS1`wwd`rq3KY=cjn-I3)K^_oZwEQzrYKKSsqrI1;)C9I(qnIek z3~&sLkH%;0_Im_o5SPZ>eBXZX%Hfqm_;z{tyVRjekrY~wZ5!u3?x(Q)q*FoIz~*Q} zvXJ&plE?OK1)R1)m-y4SHLqU^vL|X9q(=wbX(#sD#06ne8z@$-d02~^nNfw+&iah$ zjy20UYUI?fWT@tYAv*CVE!0ek+|{L;#uJshqg_YSSwq|k|1$mEO&!OvyC3SuO%+%{ zvK=Y`-kaJQ3OjH~RIAs)`nHX`eUCwEiceNVaOY`sVq*sgl;Dxg?6wY=H5FxYV3j`$ za^4u!$Xc>-rOBkfuWWA!T3`BTbZF$OH-lXb0X@wq9+0uN9C%~emRLbpRsVxgQ$s7T zYjX9%C55=BPgV~pEt4qxmwormy|*k&`i#_$9=p7STFBb?yU~U4+DYjO58_(uJBcKA z0})WbQiH)jzw-p#cS4iSx|^lHF@A}#j&vVdBt;MhRGUrjT3JpeABRLK|4U-?Ka_ev zsHKw5QLV6SzuIf5^3)s0ookNjkB4clx3<<%J#h@k?1JDXA6`rgw$;S&xQ~OE0(Wr3 z93s9|M8Ib*mwvJX+#WHJTlDr=x*pXa4>g8-DXVv?bc`*-;|`33&D^^co05*Y#{;Gi z0cltLk*qTH)I7W;`}&D2+`v*}dIdZ~msPc8rL6=qF)Pecx-Rw@ZWhK-Eq!Qlacw-I zHK<}8scsr@AhHrlI1_yE*A-6)R6g2GWU4?PHH}bOIex!zB^^(45n@U>w_xnPWTv3D z(wL@6(A5aAvX8SRPo{E>o;6~m1x%I|)y7JWvX7*ouX+|+DyrNkth7+~M*rAv6FR$J zG|$a8N51*xdI#n7>hIahTNTfJ{EP2CAP6Gni)I0D3iAv)GOtFy{UMZ#{nm6&uO8FZ zGGT%498ePVlS#03Kcu*#sQzz~VzgikLumMd*+t!9`t`#AXL};E7IRAr=@@ znY>LjHyGi)k?GzGKwVY!MLh*1}kV0#-I) zLlUKxjZIPY%?GjD0!QTO7qBMM8(aii`Tq(uS`naXk^huZ*>!1Lr;3kT;un7&%Z6Vo z4IGvao!(kdOD>UFu9{pSne3fOoY`$$R^}>iKH+GhlKsRjp&_o`&!@mszP8{r#m{sq zE;yIAFj_^`wpvK-qzCF(4lH)j|N18a6W5==2gZMWt;ttt?U zXBzo_xoS))tc(nIPg4xXd-a2fnxGm05p*~MSPzqAZ!g$G4>7&Jon=8@EOeZ9;y-F8 z_nb{8r-n!4F|YKAgDOc}%~WA#N(ofv*9z0bpK)5LV;FmB^;!$Gk7q`w*Bvx-wRx3F z#wqF$=3QgISw9x``c>-o~` z<;ugRMxha=LN)r-d_X&uz%@)CE9 zPE2eFTDZdwY|LQ0NzLU=Om`Me7_`mBKgX`b#;=E%GAf+B=~1}tMZ4Nf*Jvn0$0vs2 za4pOuW${>|GMt8Rp+X1>FgtU|F}a%<_Xbi7i~x?u*#-6;O&2vu2fWL6Z6yZQ_j6 z1US4hs)(ut0pn_jd;>KTg8?kVv!MvxRdsN4vbiqHO>6HSEh>!}`aW&CpPn3)T=Qg3 zOavAOQ@^3(L-zc^x*E3+sk+Xb<{mE}6&3zb?QTb_*s3I}1pmqRr~#teEwT>?SD$eYF@<1F(YE@k4F=UA$Y zSmu2XbZJC;DB4o85tHeTeezH%p+&c;dH zMe@xQ@TA3U$go2#KB&9D(%FZ~=HkAPyCGn2W1CgVSwKmq1P!FQ1QeuX9+;R-FfFLC z(_o~~1)7LL^sm#&33^+SosPATs&FTU>Loq0Ey;`T1##R$l&QXL?W}t*9U?ogC_3C4 zh7n1VD-CdjVee0~U}y*54k>83FAXWe|5S4y2lq0dN;F4N-x=VYE9$)W-exeYP4J9d zu#EeCSi0?2uq3&w8n-@CR_j4JCpG8_8VFfSDpF>Pe*Ux6?2Y#qe7!R;Us@m+WpL{S z1(t_!J%^J8&5B+gXd$kvr{UM^6O{XGo~E8PQ1w>Rnk;K3vC2hW4>4`Sjm8*E zP}B!v2?J!YR~q!woC2f8LL^Mo3dKc8<)iO!0)9MbdofjotG6Ls!eWJ7J7e>^IB!Qy z=GQT4DjiO5FSVM9^mAcVZ$SB*GO@&bY?EKKveoD!oA_kpg#nL;4bHvAT7m4RAo3#y zA_zNrV8>5;Z0*BpGhwzZ2Fa1)S1UQ$U8MwR^V9>?M!)h!J^7Wm@7P<>$l2#OM#!ra zzo2Ygd)GmrU3eQr(sg$x4yFGD_UNMajTvMg(d-1k8k35;s;~ZjA^9R0-@hW8FiA<4 zm7fOhu(_Va{mmWx_!8#CC-rJpz01s8$=y_3BMW#Q=dlUw&Dz*5H1f8ZXF#OP&^$4V z`2`E2qa@pr{MpRR&mu7VCw@p2!UgpUV!fsCUBP4;Z{ebq-8U-*mQ(FgVy zatGKD1*KM~f_Ql|E8OFZ+(;wXi(^dlP91}_0`#s%2f;Vjd5SxE)xu2qrIA13q}rb` zIUkJIfq?zSj|hMYwf1mXvSSlM4~6Gp^rNW~^S2m{C9jU)+c{ZP@RVs;CzKbW zR#u<3Q%D>)ZCiQzFmTgkl0u4V+hes7Lq)BP^rZl%rRP;wnM$X#5!DsmlBVUyl_iN* z!%iFL6nI1>uJhAg!n-`Kc%J`ES!WnNriJ&Y1(~vIaA%Mo<{s3Y$W}a;+&Wa#r2sCV z{HQxgCd~3TXuv8oTdRXaJh8@~V|~6=&Ko3dQTnvGgf%eG`6*`>A<;- z6E1c-a&t=1tl7bCvx2;318iuCe29UbJnMTsVc9zBY-Sb(J+Mq=0Hc&$Nm1OThxbdo zgJb<+3=GhbwGKrgyCDywh-=h7*IeUqhDJ=J~(0Wk%aJA;G=8rKt9moOC zEJq0vT#%c2bbf#MQeEZ)KaYNt@zv`GqFbxSTZi|_JB9#BpW}_UEPyb@l7r2UL|({9 z7Im#@lgBA$lJ&9^a70UYD`7wSZ2ux%_^-atb@lfFW$+k5&{!)o&(b05ewz^yzQF;72pb)6q}y(>LYij5AB&m<4a4$-8%`>y zXpOt0Wj=~abbVA(TXd9DkS?r*+uM8KFDq$7$aot`o#GG?YLXUa650bH+JJf<<_l_! zSxpd0+^EC-pCt@Bah3htq+v5zL=r(#DB}RA?4`Z^y1n_MW#XnabpG3s(Pnt(b#rri zb?*k%RU1bh$nivfEPpBmo^-#qYZSu*-@SylCfazMk3W$@a+B&o%{BD1lk7#SY3uRo z;~~w=!vee>`EX`^d*83;JWRRNC`~u>U-L(wMRMDN7gT=OJL&zpHHfDZShx>8?F*OP zf2y0wD=Qz2$>3z7D`p9%!{_VQ3>~`Y8U8w|6jCrK(rA(zHCKBL7$pY`kLzPp0$F3x z*t0D=D|W=V`NmLw);sN*`Ha+*=qp)aQel4BGc>!p)=P+hN7YZS6yS`gDu{IBm1BXl z)!ew@#}sn?7H&F&G<+gP{fg5&+tT3X2|sFlt}9`ZPFFmI+~tsr27^f^CVJ$B=8n@N za`{ewhtkBY^&-c`=M4H`aqb(T1@9|srh&KI7HyYAVb{_sto?~1Awm)3Zb}pzvF9vS zX{igfFd(MPk)l@J;CVf?c~gb4b0^%DxlNmg{)jR;^5Z){5j%P0$bmMW836djO{gnp zh&?^%?)!BEI@847WA(}IV{B~Y#4Ba(EV8NC!39hrFH*;XzrGv(v-eAr$pM8=l5(w3 zY?Ll!C1OPl2PW}nk-nxf(c~m5aCu3og4UZ?hg|Rq4G<3{uNTx$ue68Ztx6n`nz<47ommWT$azwzrzk)_ys>|Qkntb$6O<(}AB zC`GSv8IgF_|81m4HIFe_w;e*AtI1JhX}HmM--P^$JNyD@Yy1AQA^#VQn{Yt>{rjL+ z>8p|oxe@$RqA+eD=YetFKvc| zYfmIq9wd+)}yBc~rRdwRC_=IhUi$0kC5rZe)i~G8a$c zNfQSFjZl|VL4jEk_yq~uJs=+YA4OO6{YK>sq9z zhUPFq;*QB;-aDG^eSBAKC5~aQ8+~`bYRz7T*|$1yiY%X&oLy*HOG7R{cQ}JNgea@F zDybsiEtSX#F!(R)ff0daHtP~A3^0LY!7OQ6OuJeanA2vSZQaW{Z^jDlo_LxBwVeMc>p$OTbb_uWN@La0=8x>_^W~28H#Ix#p_8xI}KAOvmNT zj{KBEeCdHvYSR42H)U7HuWrKqI}fTecvjpd931CF%R~>wl)_Cm^`=VoPxsW#dmJly z_7*qa!$Ej}Wz(29TP$$zXqFI8ksT7wj|+U&&&}<$yp@iN9WGh==977MSIE8X(}WqK z(9FXvCH|L*bfsU~+c2EHVQjn{|8X+{4qtS5BK0>ZtaHot)CvsRhznGK-Co-?6Fu6wuB^T0H0C1^Cz>b@Imz`Ub(yT!VYhmEYH4uArP|qxQ59FKb;MJ z9XVD!`E&fE%zH>{n(N^;bU0HOhJH810srfO_%b8XesZq-M=_R*^!rZjT(ey5HlDz*lqQk=BA|_FE{(MD}$H%uwrqazsoYGlj7v+gnBxGwwi2A zl=k~9!BqZqqb*?Pe^77)(O)vSQSlCkO_sA@W%r`uG4lht;LwubTMePn-JyM5QU~s@ z6~SXHpDMrpAF|&2k?pW=!zO~*v56J4VvpEG>>9N(DaeY45c^*gIV%Wst=J+3VSSTqMI}+zO%n|JuObHBR zSJIwRWbX`-x4uvIrA|(m$>!J(f#Kz8Ehf4Z~O9y2rg?mQ*$oekU`|_j68BgF( z%G^oH0JmY1Jcf%?&Q18^IcXBXmm7FUSx?Y`p)7pzdfX&MRPcgwQ@xYLf6`Qj@AXgU z`B20}+56I!AtGg22sPRS;~)DlPFflQuc(dtKtZ$v>W7JZ^2dx$*92$|)VY0q*OX(b z0Ugm)$xEbTPa`+cmo&UYo%ddD zgto^&Lqew0uzu1jrlOr-P}6tL-?tR*`oMpC6vLcslai5;LKbG6bi)J@Hnu<9?=LK5 z4b?Nt3z5?rYwFL-1RyT0BnL;yrwf#&la*9*?!_ucPNdqdH$l&r6x?cftoZc?tS!cx+2pRytN*MuQ}jFM|Jn2E>P#iS>h zh@=5J87U@m`Tq9pmg_y>w zufceUssctF75V&Hr5>E|;9(6{OXdS#s-g3yb8y9=DkN1wiooKsOoYOGXO_j;&ysiY`5mpq}x52qRDMzJb_Gdv{?WpCG(Z5P8XUdra zBK%!o_zwiMy=jGk)jec5H9N!!3PgjfRj~e9h4TXos^=$R$Zz)F95looj7&5hA{|J> zcwf*Dn)2LoV-}25H@$yOO3$23b=Li?Bz(IOIML?&;ZOUIk$&9WF`;T#I$IE?CxD4T zL?y=4_>!|y&8|2KC#%yTSfS0U(@NZK{qn}aird;lhc9Nl#L8E>T=9Bx-DgrHs$6%J zQWD~pWfuTl@JE#wfOIkVUzfDHcZ=$z}_y~MqATBtwvNJGp-y=30+__ zP?m!`g-( z+lP8blk>+*KuM6lrn#^NI^6yXLo9N}ASmJqzQ~T>TdOeg4g?sz(DI(6ia_>k>}W_w zGZIQ><$a*8dP2r@J1Xl>RZA&v%iIGrC>u-iVbZ<9s*eG%yFb#%$mU`e*a+3hAE-tz@4jpN5)g#Aa!dO*fXy7F>Il2M{ysX_XsXE;>xC5!f2FwtDng+c zF^Co|1s*r@3Y(6Ld!(l{c_K{ZB&oSeO^@t7SO|)YLd8~ zZb%O&i&Iwh@d+Qo*ac($&IkPfwr!1!NP$g8o zan4N7xOBw~@QH_6D%ADOIJzT@IP5FhIqZs4G58RVEx-EP0Q=pybt|*@dx7otI`jDq zE9=&uLOi@=g0oA9W=4K5Ddc!rf%earI8}zr7gRy_MTQ7h-%dJqhu5oER&>QpjSEw$ znPpwY?5;i>AJYDAQMc5Tac&y>%(5|CM&CxbV0Xcaw7bC3QzBv#>hJBvF*X0;q1V0T zb?*M}UI(D4q<7z4kCgnn1?{h!b?Ah-SM4n4F5ySzV`;7vYDV(^S^WI}22Jv<_Z;q< ztS`N%dtOVvwkv2s$5up6?(C}^1qY=oULS56wJSYg%?ZIM9%0%m6)x>xvtub=7UH_5 z7pMbvUcQIuU&UNLs8O41$B-So{Mr-6QjUN~osjY5?eF*O(0qhxq1+BNWiLcU`%B>7 zHQq#)Ri?X$EDCAk*Sc7#NM7P{|L?tnQwdOqj?zyVq2lMA{z(2NQ}F#f_S_ve!Km;) zQ@w63VB zb_l<;tZmc>&IidDiO+U2MQbiO?QOZvV-I+%q$6?*6Eo^%!mmWgDo&WBq%xSyPczO# zj_`TvRj|JVg}u0|o(W=ZKyENrnIDm@p+`kn9kClt6zX=~iY&3_Wt%ZSYKblF7(O7r zPvkwGU?+n?h2Y&qf->&(!l++D3p~v`yZ432i4u9>YHP5y53*NY&n` zOlDJSq)Sc=K8-D}@XP1?=?#~I%FWP=up7=bhkrk_Z&%oUY~7BiZJOIXDqhQq(5GjR zlGsnIoE4n2@?xvAWH#8m0H-O;$W=8Y)weJIqS~lv?L(dvwK*{<+{865RE=|9$;~sjG+r8>zAuF*>w~Y zhp|XuisbtVbr3TCh>sb7-La1%R1LE6u8?9$Kiwq$l&JmJAX_ABLQ{~-NL;Vlv(%rnd-se%IV3=wIuX!pGQA^uCiO!Ua`w|e5t9ec&{9xx-Od^ z`ue%$MC6Lqq@$#XozLG0p>#^VL$W%*1W!xvpEWe#>OOA40(+6B=);z3YN?@xx?Mq$ zg?HGQmC*8Zf%jD$-F;T#fHL zts$3OkNoX(e3tHiDKlDy8vB1f)Jf;9Bbrm#*IelIP>?JrHXNgNMMFk%dDGKhQt8|& zC?1&h{4f-mNU~fXGe7r|&;`<9_}pVl4nQa+;4!Hg8cy#u?F{m>yr8saYYb#B-FaEg zCts(uK}Eceqck|^v{qI=?1brd1aZ|K&c*S(WPd<|X-uL7qq8>1F5ChzDenu#mDPd> zjp>IsdD=lJSxXkFEPWb{t69E&0$p5*{uH=}!8|<-dUzA!{d{85<%MMUx(%vwOb<_NhB=Zcj0<6F(<%)bIrEM0e-sAtvzF<-SvqM$3B(7SQJ8wOKwk{ zf{@!5kSWKp^LNSQKHbtwac7HcEeV{cfxNcrEPDzrE*|=M7?E`^_#_Trb>K zRKH>e@LrdWIH7Iz*H84~G7G7kS$5sX=^xSu$ULzKKc&1F7wp?8rzDg^3#*IsCX+l# z6oiM~*jnms!*`c|Fy;|%<$(Jib|VOBYr$t07T)mzucs&14`z3_HKw8oo!xSEH6tss zLDJlmWa{1*A}y6C3nNk}zw4Dx-l z&ldXX7y0V^i-^?_=bHd`5LMjF==slYuf#rf{XTgA*#G*ul3RK|aw=REH}HZR@> zlnMw5y!@7-96`*(3)NKHcb#Z;;>#?eUM8lutCHc-*Xa>j&`Hrgy*J-t1?({UbwoH) z_*Qat0Uv2zP=uV%i*R)Zk~tj*zQVC#!fl!($TS%=hOv17!^k9<`BH9fU{fWZS)1|~ zB|mvDu(g=?-rr8!w>=U6Q=B~i`S2|$wjn=dp|LZSXnO8sefH^C#QwY8jNmp!u7XPH z`<3<5i=K!6D1yG|zT87#9buhX5UYOy$-M!qplwAkx5qSk8*wph1|ULhO9WvQt)C{l z9^MNH4}vF>pn)1bn}!PMTHmMY#A`G!x-;Y0$2M1KA0-mRwXs3^!F)r*GIZ*(^8KTY zWrN0!{zvHygsgI;AjjexAu2A^wW(BUwI;lnwTfFof6IY) z*ktXmv`C;NvD$1`pxojp_>3=`!$mg)CM8@VBUOueEcNJVh}BMs6*(-?o5?*Jkx9#p zufFveyA+84$I{6*xGDIm1e<@fmYTl!%4))3%;R4)_k(V;Ii1xzMxhPp5$W0>Im{Z@ zEKE#=<~es2c&+U+;}I93ZV*tmRzX)FF5Ti>UAXpTCSBXOQ3z4wl#*m|cEF}L(gb6p z5tfAz=>h#)_}g3DCpXQ9xP?J311eG#jn3hywfj3F#KXUt-j^p4h;LuWx7^9s!US+3 zgtaW$2foCo*bBN&S;v>b-prfyt7XP0TetXrlZ|wGQItqEydE+F|dF!tG4wN4Pt*j5))jque}fkpm4T3&{Pwz7hV5`k4L_$PIvCDGUGOX zuB!~U?U&wu_YhB`K)xd&-Fd9`f>F*-)`)IlWL36fNcO4WV{R?Uh5>;&VnGzoZjqen9-g}CdisXRbdM2+)EK;ZZShQ`$nPMvYnio zRDg{Hp7}0#-p;tO@D*g5PBVX4!y43-%8s(CE^N-`+D>}$;$8O&o-cx@)cKjBw!(ttb@^@T#x94ctF#07vsl+4@-6SI%9Rw zGW+X-pV47CyZxqODn~Kxl42C6QU9G}#TOj!WGsy5?)L`1!6SA4z4YLCM7`iA<-_hj z?R}>psO4kvnEtn{-LjxJX$8e%E`Df~GQZ#*apgTjgGOpgWJbRl{amI-3QZMm+HXSr z2Y~;z3VM41^!@IUA=Sn3hx?)?3 z4!O52_x!ep`{{h&QX5>%F2)kFGiprMeO~6y>I4#Lv`8>Ul_La;r&dGMHO-VeHJ!%l z9GqNF^!99rv`l%(`~|x0m#M~I34zqaT*;alvL&r^ zJbFI~zGGCw6eiL5!|t`j66tTSXhil7{R=47&P=B;I0a=>NMplbY!2f&raO2H#>|5& zynEuORSTm7NH$F;#+AZL;ZFdNS&PW~1wuo6?SoIuD5(BlKvu;Gi*%_I#=jH7&nPXd z*}?m=n_J(+_P(;iH{!Yz!m#;gF)rNDk=dX2ZVC`>4W^v!Qh^Lm>Jv%&a%H#fjI@tj za7kevOUE&1LVOQ8E<>sn45?Yhm5X4Az7t;57Pdvf8ryf02-w3I`LldJl`xyc!}U-s zoqv8@-jPsfI}CSt@;9^a-GOSTiU1GKkJ#IrfdKJouAw`(r>HD&32Ip#mG9 zn8K%*vAcf8m|(;AVX{g})_ZQ>&vHDR^+%?y4NG3XrWj+E4=lRv@2X2QB^7g4cObOkG2tXqg;4bYJ{sU>Yo7TkL+LJVEge z#c~CI)$YE~m-c-48jd^i_t#WF4?Ifcw50?dWhu$C{o8hy(a1l(+)qU&)pNDP5o^|~G8r*zGLjS@?LgPL4)PxbY zs$tr}gf+(>nU8FK?K@{JSr_gtYdu51t)3tGJo@8v#oV%1SkC-?ev3}!;APOC(1^eB z4l)^??hPqr!1sTz?B;%pi#z_Tzfx(LJ;UlbU!+x~W zns=aU`O~!DK7ShwMk$qYG#FZF92B%H?SSxVyS|&MP(MYconR2%s&Pr5fqiAAu)U77 zo^wYWAfUAOzGjO^?)R@Tdw;ZA!585L9kec#Hd}KiF=qCkY_QP|*iCx-D3(zG_Hgnd z)pcaP`(C8DGf7V9gF89SE?LaXGERHv2yx(N^!9EI=KNQt`AQ7=1O==4C4?CRuG4}{ zjuAwYsK2JJsljA;&1(%UX_ZD*9K=yFdz8!)3`QYAwVq7|lH0hHiJaO*?_#{rAnOaw z)(7L@$&PFlwE)}i%Wu3ij(<~B+wczN^gXnC(Xh=(rZSzr;$TE2VL@QyY1bsE3KQX+pHB;5Hlq>}P7` zU-&^>p7z~@^~$IH4ZZ)1XCced7>!6G{YLWiUMT_esmhS!@8C0@pH4eGI-eNnl}Yrb z5Dy0sF){fRs)c^%7vWUhQU+-<*W`ZOECvsE#;u2hng!4LvZ#qVci)CR|L{As&E>P| zz?ahT&r`QgrT4`he(_7=5)i2mWKg`W7ogQIGOX3<;dWAkt8qgU3_76e-|TaHx*A2_ z4daWEYQLPSvWsY_i8}1+ER8_`6}W89yCF?66t|CId2d4UECEbLV-S>)SLQrgKnE#a znjEUL*mI^BgEOP(iq^PgTf*xduOkekAkTW8u{oR0X1bccP{iNw@Bwnu)5sB7D)4}E zXsB5U1!+WbT!POLRT^o3(dJN6Vmk!fZJ%>QF;ZY3Ihn0pM8*yc>%8|uj z&-h2A`z)!~lh#-0A+q={8CzcptQbZs0L8>qHmx15X|Xs9!({sDzY3z9?N`VMA<9zsR-kbIR6;CPpZ51!}y^l@ztl>l6Nj@1!BUZE=X zq37xE;bb=a^^6ny>e;^Q4hy2uL^M~EAxb&Y_5aS1XFA=_3+@{}m-7!L`w1U;QQXoR z)N-60Ia$X$NvpeeUAnWH>pedA`D$p>O4SdFQ-_f9_eHzE!zd_o{4IztdYM_&MT~yj zA7Gh4L8v0Y(JuCI+NSQEjh1QfebBXfema($o4vT0teA$Bipu>qlblpB24Btvj2kC% zgXeDE)zNLRjrDd~Ji6>pZ3?4k6O;Dn^lASfvFB<@MVK(1h#+FJ%aY(1qaEFGF^x8H zjo~ADvO~fRk?(aUpu(|HuuUa6?&jU0004k!H<@kzs`T@ax3r1O0&{pypV_JCYg84! zI2R^Y;;#CTx1@t%mYOVcwDib7%P=zx=zP%PmdyNm zH<3a@+5@cV^o`m^c}P@gbaHij;i-i-exzb2M2-uKP5&YXyzDMHdcgb??t#c;1_DPZ z8OFKPM%PmtkaHIoS=CgIOsw~fp=c`7tArxbs_%67T;b!8^O$?;1IxxKjD6|^Fjx=x z7oTCKlZM~#wYwrRa!*dNQZC>C+h+)T<0Zo3S?<~zex~u$jZpdSGEqLA~H*zWN#RfDBqNK$_%HbTh$s7q!mYf4~3!8lg4X z;Q!u`b@egrmUvq_E90$L?vxuo0{<5u$NgItU9CIP!b~+a0G5P1Eq%rW4L?bO z?wIxEwi%OQ3U|4)B?@cN#tz&upWI4EzV$2EQt8(;HUr#TN473cLQ{Q3HTs)nKfbTU z%NgbWUpb?2_^sk5`xBgWWpT?S@vy}R?eg5`U!T17^hUDQrW>eTA$OWx=A20TX8ZI& zsVBp`K3}6k#6mlqjmW@tsufHtnZp?iOgLD8Ouz#}kYn^hPKaV8zE6a>_Ae$p{Nzdy z#R=`>)+Z|t9t5nu2Yf2~*yfx6yd;WFu48~ERas3FjXTpi8jmXLjQx;^xWGMLVcC+p zw=AQvmuMiL^j(vP+JA{Rr+>q>xBMQ6B)~NaWM9Fy0a>a;!|7W1Fv&t*m5`Dap8HLe^(!O zI-o95i|G}Of-`dYYSb<)^YivTh#V#n?ntd~6`J!{HSNKlq0@(eaW=B*cv`UsTF+;U zX^xAE3}Vy--QJqL%*h=#2@r`u2yN^-t4DIXkg(_tKFpf_6EgW%^@r*$`*Q8=KOudC zUygK-@yQdy%QK5iD*SL4^#a!4%P&}^rGqdkwRmE7Mbd2#`u7!|$u>$+nY&nKaC`-V zy>MM5PjEJ287)72)`BfRsiW0Tkpf1|x=dT|l^eUcM#QvlL}XCAV1MO1mufyP=}V(3 zw~#=&gj}x=S7;9Eo${!cx*NxX5(ef{k-XlPV1BWywvQt0-LQbmgs~htJ5}?ikJg)1 z%-FvYHfg%Y@P##7dwn!qSik@PmdGLros?V{`U4|`nFNji1(H_Ddjwf2GI}t@8RWJ` zQwDgLIBKujvB+J)XaC$#0$(w6u{&%c1IPGdUp4FK9feo|> zMr?SBs9i=Zb4FI=oDgLwC36y9Ceg6^suKA=oG@Yi5Zkq?;dl8vs)kK3uQWk91}*Ck z++8)SAiZq)zkf&kmbHO*vac+}TtSe-A1x;sTVPg45nsAiUC*kx!tOOG*b%BXujEvK znN}mAwyE?=HYknX^>EuByx6yWu0Gw}$=}C6(nn4%uM%?>uzgrm37=pF0pKu><)kN` zZp7uGtP;WQL1U8ox-N$+^LM-dDmtuK$rfpHHwKgXBU*w*Y30Nx%LNo$q|)1MAR4#} zpNmr(`0B1_73tyYT0i`hK2YDuuH&;w)jkT+J++U*e{?s<*UKmw zHG&Kqy$gmHbawe8v;Te?rX|`E9`TAdOcLn5)cSYezDW4j`ox%J{Z-$KSW@3b%kMAm2k7ni_;}#)o*eGdw@hHg^h8~V}NF6llqOZqn0B9Q=ZIF zRxe_YIyFWKz(iL`l=q_&+6ot*}@DWd<|vBsG)Ynqs4D@`0FaO21IW zt51(>?i!#i_WL<;u9p$@Z5vaTTp{3oE_pW7b;c7(6DJD`dJS2}Xred*ws1|e4^dgQyi4cYD47VF|IpBQuk3*9~4_hl(+rRHaBG7-?%w+3cq@l z>`+3jg=&}f;q%NFh_e8L7F3Z!;+UAvbvt)g!Mr z$lXVE8jtv)6tVC3KCUI(S%KiI`QUD zbI!b=Hg(t7rd+IKgT;)q`9|34n9~}QCerl;au-p9^5;K|V)&H{NS z`}eAMW{7ojd?~ZtHQek|HCb58OBY4VG6`{QON+++ntek&(q{Zw%e3;~4>Zr4!o^si zP&jo3>Q1UX93Va(16-NDVp9Pg5e$NbX`?lW7?j}#Cx|1qc@1fP@#e$b1XpqqR(foY zrZu^*ssw?b-m-}lKkv)?V-s{aH8t=qW2wYKY!x@ZnlKo`$t&TxeMXEWPh1Bt?aq@H59z(pa?LYyFdpz2o{3F1SXz5K!{W>@ z9&wQov(ZuXB{u#L=)o_@{2VQNOO38x(+^+sAIWu;^8(T`ChtWV|NTm?PoS6ARYpQ6 zm-u?F(Tdf>wu7ytCYWGqdDOpA%QP>koNUC{JBM;>_O(V53IA^{sItw#pbx$YO#5R2 z!OD1lNN}im3M>GP6y3Z2ox3-a@u$E3XM?I0+^$)WyMe*pzi~FN{rp@PMHCTHS4*Y_ z;_n|ZM?QOO3$cmhhf*><$I0`72w&J!F%G7xagk#)_Y)(B82gnLjYu4R|C)05R-56J zJN@VQXds3PZ!X!L=efPO{mW}r`0jVguPsJZnfxh3#iO$SgjZb4Ds}{b=j!_O<#c5x zP9#F{1k$8t$jNY?i{^Z0zwZxKSm-j;X%}^ho? zlX)O#$4)Tb!lcl~?u9e2wEp=>_JULA0;lkn*`2H0CbrI{Nog#2NQxLJFO8ij3$o-@ z5{7Z4of7<**xh~G!CoqVs3tk92L4#z2h>83vKM%tIIGsIU$Ue{Eqcg?==hEztxezcPRN zb^DhpA6|pu4~4JTpVAJ;VD3r}Mm>6}Rm!FxKRW7~;xZw`3=lUW zz0s7>dQHyo9(xAhRo8|TGWUtY&^Wgc-S)FSK+kM zwQI@GC?H&ei&J$ZTmW_)+FO(tJok$v2$o6HKlrI#8 zaTKF1A9#hl9Oc0dfk`2aMR%LK8c(0osHB0de_1ayHkR$ z!(U*6M1OXQVhMogrY_Av9;@dj6|ZXD3qrDrA^nR)Y8Z^WH%idE8;0uDGc)b2H+-(> z7nXnE%OX&!>TykYvOX_>*EOL;s}Hxo+-weD!#(O*#SU16zJ zc$u(0M4Fm=(ypJS#1>_uK9E|d%r1sTiIm3_-}lq&X`bdZx0wLsJ(ZG8rLG&F#q2*yvdP(IETNi*_rIBM$7e@j=~-i3rz26rAt)fhxWS#o>!0ee+F)vY_6L zBm6ZNPRj#*M?gBZRXD43p|3I&LI-!Rm0s_wiQk1jsvtVrSWKiCVQ9e_S^+?Y*2>lZ zDhTdD@umIC{_E>a!?(<4puw`0s6uT9AgJJ<^LHuY)a?^PW71H9;!Ryl&itV3%y7hM z^QRKxgov(2XH5JAqsBIXzUWJFWz$7bucbF>b6?a;-f5tXARzUsGT70XpXW1ZU^R?aAMKLS&qEMl#)#qC>M@88uC&Ytlv}!Qk8FU#>B8i-MV}` zefITrjSP-geLX7MIE5KMi!t;Sk;&YvV*s1l(rUrY*AWyf3F3ln!-7#lPm4iX%0fdW zq_~kEq%YYTo+=1Loe4nIz}&+WboBJ!I+R|u_MA<$b;^9$>ygZrM!EeNX5V9-VF`LI zb71csqTy*M9Q{J}ezk>l#NBim=p=mm`f!Rt&BM)uB|T$FofmdpuWaFpQP2}|AYAGT zCRo8(-|K3R^i6)Uvprz)4T2@`^AK*ft2bEFV9LPc^SfL8z)CFTcF*v4A^v=Rbi7<& zQ|t#u)$flEzq4RU*7mMii4)OdB5Y5SUrP;ij~T6Sf;I|{WEGVBDJY9`k1Vw@E$l~R(HiY!T%5KtNNp8TDkt==Fv30@RJsm#n=1IZ6U)`s`=7Yp*1xN_Cr3Bv#50Y%OwfOZ4w;v^Z!Sjtj*M`^=UaEfmCTq#;)LERoge22!p;^DaK-mf9 zc6K*+uc}NS8IrR_m;6re4m=RaI??*%F|x>Rb>Z80@&P&Lm;Z=GLhnd|fHdyGhgUtp zXPCW(kOL}NoQ3w2h$W4d0N!5h3Qm5R?>d>3uX=kwpQd5jK5z5M)Lj@d5Ga8mfqeco zgwg3gB8ze4hh#!9V!~*np^Lbfi~(jWhOv7%hTmG=SwV$RQs^bpr8L``k+G90fwU>N8NxXM3SEIZ{suA}|^%c6nIKj|aq7##YB}n}}$P#$g+a9@lUR z>dC}=1&Q+fyYQ-o+K+ayrSmo{lPUL|V^Y=1iw09W+c$`4u~4x+^}}+6hD6OYW#jzl zsra+1qaZpHK2uuCCk)Z$B0#OBQo$Io8Q4ZJTMupSk0#l;l<|;{)8CHc1MgdChaH`?d1P!K2`~gvvTnQW zW9U}WA1ye=q&)vF|p;5v^s1;nORlzxt_P~n6nkLMx8X|<&H{P`&Cf8C=)u)5;g@T-pM zYx?Qk8J^}#fK++?OBkHZV>Ij&4|^ZiW%r-+iOqr`EhBpq486Q_Tp{Q4l-@D)@GK}P zpZcO}_JpDPFK*;8Yd3CA6KV+>)(USSIQ69nxi|5 zzEn6fskWhALy5(R9sYS$5Ge;F*HEgt2(&U4pG&10?u+W=RbbMKAWO-}9-r$r@i$OL z8|9^00QBu@xIFKD)mLZyt#TR*eNTlT(%U%%aN3xzm#)QWj7&z=eT!y!#M}0DUdVk= zGLnH_h!%xg#=njohW{T6Xq)TZ?RuGFvVl?_$AX`$OKbPKBu4_fjxVZBwX@~xJeL|{ zKiB;Cqo(8;G0&FLw;}5pzG=#Uoqmk?+S<$`-O~#ma(yYl1z=74!ypGl2|(M3byQs{ z3JKOsQoGBc^Aj&zqiv2H(HwBXq?4%lC!d^uOe5ebeH`@_F-n|*#Bc&S=0v9U;>RM0;{&|2&!Xk4NM{+>5*d^-)5T=unFK7UStxi}jHQZT1_mvkj!MjJ^DyZnk(!h>eEkV2l;QZU zu8F}EIG44YEW4F`F-9}5feTV}?C88Sr z`GtYjR27GYn<=XQtr4G;z#xZPBJCEgGZ4rHdobupCIS+E~GGYMisK z@#W)c2_l?D3gVlh09g91TIQ$`Lv=?#$(inHedQNMq$gxTR-Y^$1+7!CJj=@ zp%{hf60-zhifc(!O5q$6qsuQ5GiO1?f55p--o~MNBh^K60l2(&rM1NVG#x9hW{{KG zKUvv71bQ!lS>J7lcu6>$-#=F9kjauPL@o~S+=y@!!j7h+&*Rw zhz`lM-Gd7RpO_N&qFxFO`;_Z_@}zyOBVrHSr=>3Vx5wx)-fchPWLDret#WPgDup4v zO$l0nFld9=)$`Wb;O700;iTjSho?8kias{){`?}z3a~g=`0{0`w(^NXiT||1f%W`# zErC=&_lcd`if^K5#6NsO(!xCh)i+F`6a41B*=3reSxgIeW<)%T%kc~T@RS6B?+H+| zo4mNJRFiLvUVwzBpeYqW8M)0XKdjty?+S(S-mZKP;N3uTWHZ^&TGuQAo+&QFz`zPe z)9ma%n#6Ro%9+dLc-k|)4Y=hv_#bQKeho%ryBQk)Yy7c|`rgoRAHj!576(X>tbNLm>rvx+AEw(R!ZATiMz*)~(=nTp3XuoP z?j(s3a&)$ZPsvZA3Q^Rw_oH=1IxCN!m?}bvXsVP!NPs_7S!XoPiJylm{D9o}+R;#) zR)+xsoffsII8iKVkp!liYLb*3rUBKB2!z3ii<~iHu9k`eeOMI$i!HL!^;t`--60#{ z)j=yur%=ZlZaP;>R|)hJ8rZv)$0sdhA5vl(2|Yl<#Bk#49A*deViVAg{|`ZM7-jSs zh#X%(Sv9rPFxDfa3Mvk$ZA@a7u#`ieqBPPO=Sm-1V}jgu#o23s3p#GlD#4D!oe3Ns zLmNrLmh95fz#u^tfD-riNQ!op6+fse{9@)&skz~mIhtCxX8dK0MT&`nUzU^2cl>T3 z;k5Qc$=bGzF(5SE;?3-AZy$P=8NZP_8|tzG=O-QQu$am%lx5Qjt|`1xI+iN^WF4)5 z=F66^p*wiZko8v6YloVJb&-VSB}v*y6x2V7%=8 zlL=dFUQrEcV~2(Xk3T5Gl($89EKPfyE-JE2hqj*8ZJtp5q1Ro#jwQN4BuXPsskD7V zX4`a@ZRsp@syG4@$#ZrIktF^yfJuxVL5%x}mC*koSnXy6F@ItWlGN*cMIi+&?$!;w zGXa1=@&H0gq3Gl$i$Q&y&*7Mq)-al4(D-;b>B1dc;s9sE%rP*?MVDrxAew3 zg~uL!R4$f+wWSp6=&@f`#hWCaIsEP1`g?j*`RW;-31%NQlqo~_%DP(AIU{`OB~;u^ zN(i>rXAVEA&8LGk^Op(O-_5fuZMJ-uB?)}UykR2?L$LT)n&>{{2&aO{M11rz5yQ$r zQ)A+PA_3^QT<_ssw6tXCBs`+dRHMisIDBz~uAf|>H^-&3J^A;yz=HpUH84GWkN;ci zv`OSw6wGOVo|AR2ZQWX1^s&p(<_O4L`+XAQ!=CzQ_L%Iy>Mxj&U6OUq`r0BJAbaw)5!~pi zG4`=%YmNcyn^(wt4s_SL>hhTiJi;&I2wlQQ9e3^}43~bjlm3JnLMj3qapb<=c}%4~ zA37G1PM6z5_x76Xp)J5^5kG`;m3SKUJroYqxMBbnzaP9pPdl;6%kPYn^8x|6T;&4b zUU=vO{L^VC$+k}(Gj1Hqg2pArFjUTezXWXvhWb3ob^e<)_$TF)yn13{zMz}V@+{a- zR8kgb%(QB2E?8_rMJUxf#S1rCd_nO3N5{obCPlYNR3DG-GB26EJQM;D;Z2IC7m@b1 zHpU1xML-3`#{wHFX+flJhdb46oJx0HrslCW1S}*jj?EJ;y;7K)&W$a9-=1 zwI8~73NBuUc2CG8^AmN0PXdgE`HGK(dBdB#lF)V-OXDlxi+#YZJIna|2LPKncMfd3 zxi>d=_6EBrkT=YHkTO;Ay)aag;nvnKgso1^?5ycYhWuJ=6qwgmOXK% z_2hG|`yXK!_@52iBhdUsKX+pWHW)50s0BUjE{2t+>vdI#ROrGEEsSW&7>5wFsqRFY z$}$~cK)+K1P4P$DAh@kEar4QI+dyxbzmrC3I!jGGq9n&5XP3NkU3<-#uFNHlHRi{VYbBo;I&~u7v>-1kKZ{&?Gau8fB)I>$yg_h|7>LS-;|oJ7!ZpR+DxxbzE4a zh#(3(B5*P`##ZYXwDy^jPtl4%Dnvdr+IX3{8&cVlWQAFLOP-;oW%H{27$h zT}X$Gp+Sj(Sp>1%B>u+gbU0*YopleV46=gJLgqpjJ3D$$$AK`~#izA5tur_9?xRo% znV6Rm-3Av($fPFev^9;TB3+qPFN9gxAydR{_};t+BfVX~&M{Tr;2k|WlsK=l^)XZP zw~S5uuB&_{%KeXvhfTy2TACQ(5Z~Z9$IA$H8IH4L?4|Y&*R9{jt~DBa)$_EJcG}<1 zW+^m58D1vo*u~UX%H{DvF53`HObxlPKzR|6zK=u~ZA{r)LazCA+nh-@r-ig+EJLXr zIF=>6Zr@u{KcZutBSl63czhDi#8KJ-0m!W48EiP9K|d?LyyjyL8rLdi&g({sC_8Ia zqM+}<{jOx>J%W>h0on%Sj?pgP(x}2s4B*N7wI54&^Nrs#r4qwe;QIHN2s%(AOzdhq zP@-i$GoxDCxQ`;&GKpMtEg3im#P7E3T*iDvR-iW}RuL}#>~k=ln0j+{b1!>yAmrbc z^@*s<-R`2UM`ss|XAhtKVC%L!!^^(DB|6IO9u$UAv#$6KZglc5C2D!;X~wrCwOjF2 zkFAuJ;LrO%)FaE_`}Zs@PHW1X10&4TY`N2S@kW`M&G0AU{KBox)=`|@H2F}Rgo2bA zxkhx+N>^%rKnpLJ?WP3CB@o(e6}ys{|Ls8Kr$TJhVN;zN@;?in|2FRt4CMJDK+!9 ztLPXY%Zr@nw8xx=b(17jiW-T_A?z}cW}aaajVb$o*g6kyHo*Vi6G6--cC5yTMx|z`QEhBuRBWx9LCjh;f>w;wUbU4P zrDm-TYSgY>o2c3pRi$RDf`iNqd4M^fjoWPzOzye?r5Qf_nea#w zVT~N!IBfvz1{+Z3M9*`RdJ*g{{0 zqSR=6M#t^6GHrC}!j^n3kRU}ppvxA2_cKTQw6qmI8A7iie29oG1%g=A4$|5&0NOk0qwi1PbLVad5d;?4|3D z!VQdcn%pU|Zz$uqQ?#Z~n}ehLrWCdy)TpZ>RtkNalE5Dz1Tw5r$X*yUG9nvP>Vs5} zB_W-@Vl(!7HbB;}uycj?{NhA2#Qp#(CCs;;z)<2*KKZuVoUv(%`|q^0wA`z9%xP%}w1WbQ zaQtV+GW?Nx%5u5)Xuq{oL5vUtM!iwBZ4X z0-fmM>418?l7iu^D?tK;%ltq0BAG%xI>*-(_TR6!DgST3o(-p>XVaTLMmJsjPw~}RNBeT9F( zm9*CoV6)qxwBebur1HagZ2`z9+s^>c@_~r8c?GY>w8O*No+v&QDJkC4g3BwV6XcJF z9|NTj-N#5b6t7_bOVOXt6y(GwWgI;NtPNu)4nAT@TP&~|uYd7Gt=QFU|LWGZ)_29n z3O7?VYcq?okpGgl`}3V<|41V+y_kksgBt0~O|M{6|BVjs#tqmEuicF2D~w z{i6loHD!v^Lzv$gm;#v}^yFH9;N(ZkhwsIJbZp98X5(~Eo{wM^wMc^_ z2&-tf5s|+I&4lQFq!?we-o*=JV&vkj3MSzCnQk*H^(Vp6E2n{ zrh!6q$vh5!=9bCJx2j3)J@m>OvDKF<_!c1^sq=FU3A9V$ce~+OGKY{TvJ6VG^)S)a zYiY|*qb8i>atxbi0I-pfQ_t5+&kZl5Q814+#wzOGUS>8Ftej0R$Mbl`+K_|TfryWw z3AJX@6i*GJiv(wYs2+RvQ%5>R@W2rUsQsI&PYMv8%@Q@a&Lkl_vfdRUHMALfE~u1M zkZGVDbw8w%0dV38%dt)|S*hSf=1ZZB)Ajq;ChLVNntTo)iv^8byP}a(5mA!Mp-2LQ z30GltDB&Nq#@=aMBsO2jgkR&x9nWoOCNJ24qxYBZm%c7@vtpQR~H4ZcUz6VTF6fWRTV8>KQnK2ym&J=YWbZap9N$UO#k*1yi50Y zLPmeFp7T{mfVCKfAQk=~YEUcgAg#IFf`{U@%No*O?~&v`u+)A)`p6dh)}!CnLN|}M zKSS8>x`)kyr8$Of+{~o(OH7<#QC}(@6!vTB<)KV3iAt@Hvi)%Sm19LvC`X`P$8-H} ztIdo5Qr_&nsQWXJTuyfIdK8HIRHiy%yY<_N`;AxH$r~*~yJ~X(!w-|J9+!b@igR>2 zZf33juAJHVeTPc~)+xH2$@~rdaPNEbCh_jxaG;NhxKw*72)Lh&OD!k@N7T{dzv8y2 zdZ<(htqSChy~Q;Np5^z73thhbTl*P~)wN2yv6;*kPeh!E{2=}Da)WJ6hcj2>+t~t7S#OLZ+SAjX~CsisHI5@9G~tw+X#V5JQXRAl|c z#>mp%dq>;m{r9X9w2cH}Y?&->zpXhmIwd6Y@y^T_3eGl3tC~ZwU2wHI;tRsrlGEH- zEPAPZB~fl{+e4nozon@We3}q*fi$PoPY$*^W(Z&w(+{iN$CuYX+`Mz+${!}nnOJOql= zj1-$IE6a~*M*|HT_vHIV%_biTyT9~PFonc;|9j2-shNyFT}-a4 z=yrvHfnj*hWy%h8UC`n#kEyobD*pBh&quB!B$2-vodsM}joEphpTblW!UlPHy^irz zX^oGjUO5kQU8kTT_o&?yH`gF~D@L@Ps|S9m6%l*#SteqNqRplmB7l*qL?L=nC?wU_ z#&=BZQuBiQG38d6U)K}IXeQaxxubXm<Y99J*Q`M$T@XJ$C$3MHfaxtKC<93mY;wlC zAFXWBH@e+^%J}?ZD{1bAolb~7|(LuER8u^>vAvyRtP&jpupP(Pz{?0cVX>F)Dr$PHclsh3By>2(D^zdvF zP4mp_)0=yNWaoSOhTx5ZpUTlu>e}Uw;;|FB-?VGC(1vtb?wHBx=ho{I7E`@BleY-+ zJAe68t#ZDSsp6{0LQ|o*I*J>PAyWjv#hKe!2=993UcrddyKBT`nSHq+lF_gZ(}syo z=o{pAMRDX3Ee-pSvdoxN@;KFsOWiI{M(B_RnBjc2+;=YqwDew} zoIkKh5PX&H=;KaH{O1z(CvH^zMy`g~Y|&~>a-MKJCZ5v+av)yk? z{qt$5;~VYT->>?%|NdsL)S;Pb0pnrvzvrD&epY20eE+5%VEpHhItpX;n4p+41Gy>EblX<0`Tw5$x2jzf)u7 zER$)K>ur#zF8%!eD4%>(PJ(_^)VMZ8E=BR{j;p>8mhWtNQ~AG;+RGLnd1=0Ro>wsO z@t1Iv30=Q1HjlKmTS(Kb#2a%zw3ld)LZ*DZYH2DYmG1sTmU5veZ+5X}C&4;5z z`4^wV7Xp};E;?MJ2Pab@d zlw`W4^UGLzd-$T)J;l;M_t18yDDA=dzlBLrKz%H#2DT!edY57S+o!h|4|o53fAs!I zib-rWL+^Ys!0W+!Hx>?|foHiZ(hTSuUsFYup2so)LxfgfFj_V1$)L-=`E+A3GWt&k z1*WwgBi|wMqLJ4&k|i^zA<1+yWf6nS5|ZPQ57>PRyG&tMBtY6^OLj|XNZDTZW@}2! zb&fMBamu}x8k;&%s#8SYjg}1N5@=BOSBvt+X2cN1%SG469r0el(NyE5>f#-l{S-lf zJGUhaTK1uZ?`5o`HA5KRnihkaJH{-tUe+)x7oA+mEPFbSS{27!(UaRuqp(ZobGQd( z5q29fJumh^XncJ-Q_u`owyKo46DXc2ixJXM<=5!^b78pLR-LFLbbjY*$4_&2zskc+ z$9HOjX@$r`JX0Qpm7Bh)CB2?leU~gVWlS+v*=W58xiW=j*J|cQ2uU`r^ zH<6>wTEf@5nQKcvv{R1JZKm*$eT=DVn%Co+_^E$cBs2ZZ7_C#zH=eOaJDC}enxygS z%X4Iq_TVr?)kKk|d65fH1ES?X5(;HXq_UY6l#mMDN5%7d%4^06YTyT&6?Jdq9~fTN zm#k$ODoIeMvB*sPk*+Hrtx<7bsQ3$eR7J`2b7quZOZfhfWCfhsI#Y2dvZgYsS$j}DU-P@1=Zcxk>J3H#C}ARG zP(UIwTRN74yLTg65R2g$F<};cx)F}W)+dD|TMa6&c46HndCFpGV^E^ly%<$@ z7nbs0K9!ZllMK5P$n~NSf1=4VU*zb{%n{i(Ft6n0_nwfjT1cw`8* z&EkI(*e<-;(+Sl6#6=d5+w%ZQbbtNu@vT74pF8tn&8tf+_lQy*XO2RiL#KwSRvoEck%VQGwhW&il_}gvYGFX_o^4FDJCife!xXs0=qIuhA~k# z-n+i_Tv`g#dhO6d_XV8n3FCR-*wCc1wgu2J+;&#$QFIhQ#vD8l1Td%0ohvW+*1@ih z2UNu24zXb9>c^2xdVngX^JJ_H7%?V@FgH-hpvun+=5;2efVBmxDQ_*t=@4y@Mq6ip z7Lu!q8OiYI_lNHq#3+b}<+YNO3?+arPt+N*>eBCMrQt{s&{enx zalWUaGZ;E^-R`)<;Ba6r7b+pXk$mON2!@(2_i#M>G)?~{Dy?}z;=k1G|XSdteof0C*eCn7IPfJU7Q-piNphEF=51n zxpq!Dg^y)wYW9+$87puCQ^ zghy*0!5YTW0t>BH%dZ17C*IMj!Y~lwtYI_kW$qP)BwX#>2B@kWkDcLL8%`Us+~#ud zG`Ee#$0DRkZGZfrEz@+YWFw;vV@R1;V{NF8UO-q5XEKXaJ$6PSHWru!bth!%%VjwxBirpnr+V?xXA{1YI7w9m@gOa)2oq0d$8G+0fx@|e znl1I{(Mh%4Pw%(Yl2F<9w;;eKg(wYYw2H{FhfB#C>R0caZlOD=&3#YQ^KX7v0wE&% zvF`I#w`6z4d|}f0hr2GxXz^H1CQJ+&JOZMrQ%L}_mokDdhZ^gMEFFy!eG81M5*dUEJnN#%JxZ_5w?yy5EBGOD2lH zc*mE^XqJ~1r#LGbD(e4SN)2Ga3>tgOxQ{KinjClqkCraOV#0Qm!USzjCr2o-z*8cI<9}5Qt3)@DZ@0$bu zwiCQRk?v^{`rN+yI%SW@@aZ^G>pI3w>sr|G5Bdk~<3JNhyq}r&De%-WHvmtXrq4i= z=AFjSVVD0Y(e|E1G{$2rU=B4o*MQdEDDbl_de9z5}umeA{o4Y&uwzFe( zb4|t0jM&=WczmCD?@5d?_FJ$YUtFnqr>8mSj z^YbQNjVQ0QWJy8lK!E5ct8Xn{`-#w0uh}ruM#|{z)d_C2!sgulxD)ForEvA>*0fsr z9yU@CGWA$2OXmZ_Dt_DtiIcK67}&1N*OV@vQ?c9@u;k(EQ#%H2E5*|?QrayAT=?L) zzIif@zZrQ&Bcd*mS=ym9fh1!$waTpF^P48}bn8!k%I9#;nZjT4K`(#qJo@JmeAhtvN@|0R?1(Y`+=kUpn+w?ZRs)EsaO6z4ex;DE&YC&1 zSBr7uV*?Ax`dyb;xSiI@Qrorws}}CI_*3luxpeu)b}GqW>dHH-qUdt&3^+@7qe#ye z1ft3)z|g`Vo((FQ7-Jd+p;j&eI1KisHVaQObu|y=Se)8#dg~%JkYu@iNZvS(mwA+y zMk1*{-9I9OsZNkWPzR3TFyb0hBYC@Sc#116D0-Avsj6sT0KGMzz+^tU+s#f7EvA0P z6o$!RQ)57KH`PcnB_|KfDuw#0{+cyVTSTr{TETJ#COC9~ye#@hAdIy%2e(YN_^pLw z$dhMQ7dGm6Oc*R7@{-d&zt-bQ3)$UoTJi%$8Qm3NE+I7K7%1L>Q@%w>NilB}C^adP zQ?lxO3iM@5-D%K4B0yA$SAE2o_c+nL0)VQbpX7{C$%U(?11ZD%LFX&n`#CVTdm&H& zy)a`?$ZC0x;E6@6P=^gp)UdHvYn2x0XAC^eO0D7Ssz8ZT$0Nj(X&tpmAB%)ub85Ns zi&Ia65hocHceGM#wNo0Ia;f4cGi1Q}umtvRlQ=4inn5PBK8V()wO@8}EFpmfq{e=y z@0?Ml%x=?-xhpL#TYPj>$hKB{>$90v>t+gxOijl6CeG%SdN+u`{F@v{#W7}b9O|cY%WHqo5)97l-SAx zDxY&q>)<6(IlaDE$NiqjZ z=!~?6lcE={rIm#whM;7hh^7~im;I0i%D6TE4`VV$|P2!NcCVnyHza4>=+#6il z@U*9Y#knxI;O<4y|Gtp2v{xz8q2ndLbiIxnEJ$FPs8F3?XnE5A@^h=vQfOoT9ADu3 zRi;Z}t5^P=Jo&S{{AjDdHIVya``+aT2+nB>5QatqANopw9Yz*o%@S-Z<>1y}eYK{X zd+<8tW3uMaKf|kH6ZX%t{dv=qfviW`Aq}okk8HurT^no0t2JydGImbB#6hhI zQFZX!DaxL;E|B>1_wRs@e?pgBy_mI7EO`(_(BPBb8PoiFXu`X;+-~2?KLs6N)JHe0()C4Qf0pswJeDx-8v> zs)Wb}t{*Ft#y(K(&1ywPd=)xai)14<^b*nRX|`&LCM0p%{rIfhnS_Y2yA_^^ejg0W zp_i+GMAi)@hk#-E$BnVhujS0*Y-+_YB_F_qUv z1vHq8ptasW(^7(G;@Tjs41YAK@&_C7c9h;xcOPQQ289Vf9#97|JvNbp;1ZIU(2a$; z9Esi81%=${k-ISxjBiZD@-aJ2y{S?F!Z56GFNV%B{=_gzFi$8M&_zs46!g>pCpLCn zlS|00AvAI^b--Q!XmqB+b^Mw%X4Scj@B^OB!SJ;`$Zg1KuUdv}m0!ct-~BmBvCPd) z8^hY`cw%vJTb3OT0iCLN@!dWA!6&VmYcsT5dAD!b1mE*Zy7Tnre8ZA-mmDhFdHLVp z!<0w3?+X`m@Bf}~zdxsyQr!Cqz`||!-_J7K{I&D2v@L*n|JsM^6wDv(d*QTayGS{b*y#OQ7o4x{-Am!-`aX^+NGaF3E-!-0<~T7NVN)=}C3Q z6BONJuCQ(auJdNuOU*x0E3*x?|8|LWbU*Id`+rAnMr8k?ORQt@BeLjrj&tRlV#_pD z_mS}_iJN@AiH>XhWz%c{=O|56DcW4jWeG!Td){jv0E1(L+->`W;W?y4^7CLUBPQau z8;6Fik%gZbH5Lpmo8$z@zzo5Ko+FArVSm~#E>sak@FOx4_2pf+(rVH|v2)dOs4{I60bnL80%m^K zdPT8%sv_!)-X&6Y9RzM{cBjSI7#{|N`?$EwmS(4zGcr_hObd<7P?|O5Cm{O%Rr61X+=L;#As4)fi|q~0m!hJ~Uj|8=3e#nf1^|_bg)#=O zh;kYR$ZB;i@9h01-mco&`#JaS{85#Vvg(^Qpw@?hQfn#ipkb+w^O8^16uNOueqE5L z9b>C}lZ>5>eS9|r+Oo2KU;m}u`;M< z(X3S3b*_DDWFVosb--3+z^oz{`_dN|kzXkC8<&+M5vz%@P=yYgJ%KG( z5wGc-)WE5AN3GI;Vu4FqX9Kji&vK)U*C*i?2tybF!RLaatJLqNOJ|G#MfF3foYa6hu|3 zv<<`Wy5r+2!iAP!6=oy=9E8KgeNg%G9+~#j48|}GPfX}xfWOVTgi`x5WGY9n5Uer_YA{vhEeMAzJJs{badt{O@+X=63hRF!UKOiy!q$joKXF^wwlA< z_;6=es>f=Vr;qPM6=@;Pp8Tw+in2QM7uaz8OsQle!rYd+ZPsf^wRCHMN zmA{FZW1%;#Mk{<02eo?R8)6UXhjS+1zIu~$Q`sl!q=7^}Y~<`anH`-*ge^v|Ncf_L z76i!ef6vs|wkOoL9zFYe{6a@Cq&KK5J~4eRVJ{WJBnC*U;ngN4B;S1it7s}IF4jqD z2Vi>r)FaqJT=EzPSk2hy_7DPP*ytTCdS^k?#)-rs5VRgx+T7)!VSitjMGZ0;s-qrN zrimvwiH?J)KXhLVS$3?Qef&}oRQS(2-@MAAF$z|K;D<_ium4pUtN!13uwipz+43VV zgFu-e@I^tv+or7A_$6(ju@tu3VR~I~zWGaN=-y}20#v}LH`3+y-1f=0X)Vo8wTgZd*q_ByAy=(p zfnCqm@!r=nynRHeuEMX<_jLk;!6iLWJyc~$cadLycEC42LD9FD1+O8(lIl9bpN6_M za`cJViKbP8&JkJO$MrN-?=bj)E#m>T0^}Sef3E0>D8LB! zC}Id5$r|@RpIKPm`}g-u=ikqT_X?bcdn$IV{{(~ar+rCrfsv8p8A>m5W!1FI9_h%I z8hJN5i2$iDNB8wTuBi``_g!5VQ&xSN>I|%Bl$JAdH&jNzGYdL;X&l5&F$Nj58Q5so zw5=o&gs_hp*3Z07DTncfF9&bTb;XNDk?GJUMB?p9Q4j zg`>1!prot0+&( z)pDis$(sMI{Uo=j=-}09s#;2-Nf|yvl|)gM8>4TWjQeQNv?JZ-E0iqMxpni-$L~Jg zddDr0?*a^|o@iqa9(?!Om19*mvJaz4T$I;5j%C30&ad>7RKnC^QX^+a{G$5>WxEHO zq9f9w#KG!H>?g-c1{S$?7nAuW6m1dJoz4Td=l$(9hca`LnM;T^U*9ek7pd!%h`2}x z0K9CZzRs#cd+d3@-B+>4JUAdC1*iCn3Ipc3)3UWI9f7_(G3*6wdJkYUX=zJfIGM=? zlw)(e>tx39Gw=}7S5>dDC{e~>cxWvvp{D2(U2akoeQiuo>D`}@=VlteebFhtN|>ex za4r_^`-e=m3=`%H*Q_)?n%{vmTiy6^GLVql?d~_7h%wBRh9q}f&MmsbHT1F) zeIg`+6i?E2cZn|gTeLg#-0v__JYYi!GlaCdx0RP`g+hak(Tx~h`Cdyo4n;eu>x$>4 zwKgUiba|GS+f(wizUW#=cHlaA9kP0s-}wH!_tJE^6Uxc+KR;G$f8PEXVBJJHH%)z7 zSh!taPPy1BdKCp;|5PnU)&B4D(0}?iOj2#*&ol#5o5*B-wTA2N%X?||uCMgf#}mc2 z3nYrjbYA=XF>k&E4v=4aa0j*CLSXVM!8{A@vFw{4_ovrIYf!qs2gRW`r!CtrH=odC?7e?@ z@b!;U4g1;C^PbBe$Bokqu%|^gTy~yrWo$=l+sRCrN-RnrGsKA(S%%;cTE_^@F9t6J zPS3Z+YZ;I80$_lNo-b@(ibjOVN+i+{taH?tuG+%rFBBl#%i@rHF#Im2x8J5SBc_LM zS-l7A( zZ8M4dcJF%Gpn2}n$CiXmNKxMQjE;?Dt?dXkBaq!65b6mv@SmQ}v7S@CLEdh+ZBzdo zo3thQ4o&C)6w_lUkM$Uw+3}i%PdM?%kI4#SOzn>_;!&nnbs4&X@E`}-&sEr8K%{lC z7A6VKZ~y#ZxrPg}x^5%aO`>bejsoMF=zwBs{vxxWjE9hKOpdZrw<=sj1lVznjG`zx zxR%vNw!6K;mt`7fe{~to3POzGEbwF-Pw-Y`Yn-vFDilEWGp7gri0sU^HDOMrM*Kl1 zmQZvEB`BuFT6z#ExM41OEBVd6#0DV)MEe?o#hR~{e}EYkK`0eM?tS?G*#`@W?_unUex_HY+XJc zYh6A8+UfPBpg zIL8exDL{)=m6z#lZ{8#FY{Hd+DL-W0K@yF0K|^4rMw@^yQ!`n!4zh@qon-u>kJDLF1HF6^O)R7j&rQK zkq%A-(3gZv!+e0x zST384_zEdAWj&1YlVo%TDOztgio^;dtc=yA6Cw)3MQ050Il+FtPnL!_CQ6I08k-I> zJP|CaaZ~K3mn0}nrfTWP!kwD7CV2hzjzMi_fsH{%wY)O}HbiunCKCANU9g`0}o#fIX9vLR6mZ{V&tG90adeLhELDT@#9~$qsQBB}uZ5a)L z@N{Pf>SL3>XK?Ne1CN-K0VdVgC0JsWtC1n&vRHPKvL-VKZJopMI?@FsQ**W1mi?Y) zSg$Ncqb)~H7B$!w35CHV<%lasYs3B3amI45{<}`+lo77F(fZSSPj>}PmArztPojiU zPUTw*g+j@j*>*QSKVqN+wTIP4Z|$$78eOm&oh~XEw$G|fjNu>AmyrDh)C3q30dGGp z$Q(AF#4LeN@?|ZJSBnrZTDW1VyY20uGvA!%i ziq7dVeZ~Q5`Y-}&$J}!qEBc0cKyk%|arb`viG`iG_k8{8udj7Fg4FfrHSeAN1ke@& z|8cK;|L1esbLad=42hW^K(JznkHZ@9C=TZel(s0sgc37_P(`BKPbSS%RYjiHe5W zduK3@BgFOvw97iLvmU6Xb3z^ZQM;YllY2**Qg3YAr2T{1-h!+r??z{gvIY@f2~wx` zoq(d9jpOYj&(%|#Er#MLMtHUSB9N@3cDc-V!F*QUm^G_pQjSm}gL8Wk$V~6_7{5;Q zjQWC-v)fISc!@Kr(G8H=g{e@!{46rY!jdSi+b0fjax?_k?EA!x?m}WncDWE|xj55= zTb@cDrZ+;0aMhqEEvcoS$ec^GN*yE(pte5WGcj!Y^<2cRe(B?cg67n&N#N=Dxk`D<=V42C8snF^j*~I zU#}X{>WM(xsh*^#Q}&jZQr`)Qh-(a0h#8iYRFZ(4kIQm@=qD~ew+RKq zD^L}`yTu-rNAHt9-bBRTzm}`kq_yDlZQUkup~$UQ_>-+TSq^{c1T;lSr9y)m>eV?P zT|uvUj-L8zfO*)Nv5eF$rCK`N{VzwDjbrGZc1(e|3AQCuM=|9urscLG-)pb85e1!O ziNp!khiqz;#Kizlte~Q-sOBzmpux#y?6LgC4-$)UD_Fzwz2Cs_JlbxGfqbKW6)bG1 zczrRv2YT^w`$wz$_o|f3=jSPcd4D9F3~h`H{7W7uGOWEMr8`c+)ooIw%^RBu`^+1Y zgRtMd_B8l|uNnw^+-v+jCV{z#o6 zE`@Mra7#Ja8Uk^V87I=v2--fuSS0^@)vUbuTq%O8Q>2N#?zsO%f;Ym4w>TyustQqL zmf8Lm(tnInlYwoEGwens&OziRR3p2?-aVCdg7JrG@V5s;jk_)5k0ZB0Q?L4;)F7EP zU2D!NZfc*T1B~ic76bVGEkXpfp8Sqf@`0j+`BBY zCCo_t6fMRDR_Jt|6F$^+dw?CnV~9kdP1;Y9sNtozwfs}mHp3Bu8mGv7R>+|49XTph z?RkV6rNznu@JV7pw@g1@!TtinnA9vT+om#9FG~r7Tfy1qFQ@M)OVs*O?Z+fO?}Ke**BrTr)nnb8{`p&_1zgfX0mGf^ z9=x)03dw<|;e3uSbcB40P@<9mK>=D3^sMLhX?SEf7f7e{jT1mBve?MlC{Zw`Ddpph zFWKU%p{lHSxd;+fnT{nLY|O}Js+k@W6}V0}yIV^d=};Dwiclw7UM6qM@(QwzFm`h-QLV z9Yy{!#tai{WY13b#iA>z_zdz`FIQQ47WJk-rAdk|I>RS})~MgRgf)YAS9zc2T@>YBMhg zyE3lh!^JvBtna}^<1VJY=ZzCRUDl@8fd>2+Br8D1Yny`?uWk$gZFxh12GCrYbV&dK zoBBlpf%?rrz+UC<3X`#i%0L-LgS4GHnDOIsjPVg|2!a|kryxw+SA#|dBz;#-n3LXYL8+}te2=YDR<^DC=GR6MuvE$nF&B%?6Hl2JChMa=7N|NE_nqWShKi6_gnIN% z_=_8mjAMWh&6Gl!q(UehQK!>h4w$^IdC5Z6+Pw`}_VKeZyThH3RpucNdU*0)zNrG} z!v`=fiOTiW$I8|YoBr#nZR@{!vlM`PVN7S!ho4q%zp& zOC9>dKQQ+G$u74AdD!Bs`)-$?q_e@_5X`mA<$NpF7>X-1U@g#%n6^Aq443`zWNA9U zpe~0|SHV3q{qBADH3)~!zM!)Zqgqea=EsMpaze)G32|I`H7VD;%fx{+DG2ChNkfBC zJX{kyE^YSbi^Zd<|L&yYR1%zjvDX%exLZ6rMsof)lbF8qsoOK{TbrQQqcNwB`7)tT zCg0wpo4293%DKchUnUYbYnrLF9MDt62{3-Xd}Q68kgHSBn=g#qcL@q$&(`Atf5uU< zjmcH-fQ87_CoMk5A@bSjGu#wOq#!x9g`STEGa@7%aTzMh{X1bZZK-0N=(9ⅅM6N zh5PqL*ST;+>Ja)-XfY{*^|PR*kjI}N6<6l;7Z@&r?uhe5t{15n;rdD0<66htnxe0? zH7+0VpRg(v+`>B6G)!w~q^SBNOBYmPEIvlGYX~erL!*1LJ9C(#$E8Kbd1UR%wV?@Y zeoU1<=o=)BWK!%8T9dvN3L2)2L)aVC6sIS_0zDPp^>;vTRX}U+=k91__?bIfH)a4w z#~1Hgn7^Mm`3LmHmO+NsfWywe2(MzDySQDgBm9hB^72F02lPu5=`4a4eIH+9WKKJ2 zI|pdiRDQXu9NkHl_Kwr8+=G>Rl@m5HQ+;D<)7zqB`J{%U4D`mEUWig`O(vQeB~Mnt zqWR@I{Vtl9o-HjTxWg7z8#j!iT68d2lq`#?_4l-*n^!MW=ZL5IviMe=;dNnV4g}Hq z6!(7S&RJnFbR~oHF*m$UT`ob?a3}gwJT%uhmdb4fRrOXOS~4Cirp~4MLl_UByhh8l zK=BP9I#0Ck`A2v_yxw_DXDm0g z)Lo>rL~rOu^=skm$+O=ZaaRhruLYg#&O97$px`jJp z0ZfXBdoaKZx(Q@?#9v>=VQD9f+EX%u4(2uN*-EYMJ;3y6IqjrzdwU+^^3hwSd6}OAZ4zJ|8YjxG^ zPAR`mzcP0}HL?pFR0uC+2@&mmTzZsvbD5$32^uE`XMM70jKf?JJ1&}}VrcOpjIhi+ zFQ?TlGT0h}c=a1GWlXq$)z6t5Q>uhgsYxw?aQjX zEM_TTgGeZt8S<)e+%>C_f<^ev{J#G>BK(C^Kgmy=%-ncCW3Q1aUX5QY+(n4$61{9w zqXKHj4OTB6)3z&q1*dTBFaKd&j-Slb?Fd!%@%e3uo#$Wp8nHoTp5?%(NCk(r6>Pr7 znD-iKAg3qIQpm>Ns((mn7VLv5#a)w9=mX?@=MS|g1I(z{zxd(|@_aQoA)U9F5%Tm{ z%fQq)ix;OsV7W7}_@WqmgRN$X^=NhaZ3&>#o3j{k+$4Quz`ncF!t~B~Cr#>uo-}3_ z)EPQbwkS77XHVx0X$M84XVb0Itres)j=JU~|B{0rfySNuYzbZtYk~=^(KZ=uPf<@; zsEf39$Ha0w04DD2$Xqoo*!4cB8KYk^_=n>&B8n`Rf6R2v)y($xGkq^VQT}r3vI*|D zdfeSkiqVY2p2@1A42YGn0+nxLQy1STli&v@GnN;&GYH2#T8sO+Gnx%FlTjr*vh&~W z#&$BKZAhSUZyJn*K9|{TxTz!C+FA6tkL8btkpaG3+oa z@1X5x?cYzDT}JaPZ9_Ky6-?hE{3|#WzgU?#t$bhic${Q}PxyUts{OC7T_vHRWPV+d zH969gF2ex})C6my6|kU4Pob;S8H&xKymr#fB}FBmH2{M;hcgy(*hMeT^FP>o3#Ph) zrEN42BzOq!1b26L3GVLh?iMUK1ef6M?h*n7cXxMpmwgvG@Aut%f5KaJs&;Kzd&x{s zPft(x)7^oFxlAw-P=6smDg+>Y#`>&)ETRoX^7Hxn?Yu&{^|{=sa6FZB{hFcVP0hva zw#cfr%~NI29&344Q=2{DsALcd0sFwXjoQL!k*2;0LApQYVfYItJ^Sbl%A0e-Tuqe9 zpI+LW&LjyYlTJ@n>DWK&po|d^qKt|dq&1jJx#Rt++wnk-T9vLRauPo!!MfPI9^4a* z8YARt!Yuu?(WK|E)V(b^X88puR+;A(ZK(x_#OQRP>}n{LHL*!O83ye?ME)g<6k)Jh zD`dqMR0jNNx`A}3u+T)<@EA_PC?+j6L~s-bTXe`NRRs6bY$p6$Q{U7z{TkZmBvy=R z50IAfwf{EFf_2ihwb3NYr~2(*`mswLR9&`$eANDkIR~mr3*z+dK0#U&*+$cC_PHRF zYGZ#T!;KG7M%M4c6W9&m(YseBeqx(rN9gQd=WQkO|+4AmPcAl|RM!d6p~ zXQb9gvo|7@BT3cCMgAxw+PflRJ@-^bB|0}JGdq z+rkXZ=2qh;+b7@d#F}iVkI3?pv2?8_qw=SxJL zr{rE@@t&lZWI{n=iaD>?80q7s&BF%Iq<0xsOu5!=k;W*cF=Hz_$)h?Y90>t$gm!0L zQt!cGWL!I10dufGDof%NWno1w9a!62m8{G$OG7|fUKBnjGTfZ`^EjGjZe0f0lrvPr zOykBOY9rH)A2U~d9s~F%LV0M2p`oFAHJkO{KG|7qR`Zo{abHXhDf3UznL}RJMWA~Q z&o^r6O4{heqj5|2E2a()On5QGXdwJ)5Yu6EmS%D|Ag`KL%HuauUDFK3`xRmpMvm5H+geCm`0o+CMPvu2vyw}b^?1f{6MqS@i=hK+} ze=e_>uhi{W1g**7f!3lpiGZ_#=Y0S-0DJ1BMB1l#|2;$M4}@|Qhb)(C)C~kL)fk1` z`n|J~2BC-id2#(D=)Os?!>{en>5+wA4-(ja+VOdyO#rCy@M?sH*Gj_Q_!Z;*c=jFa zL9klm==n;E(~cr8pZ5an!AJI3NNsz)8M&-4clVU}$nTv1dg3pHZoX7s!rl1Q|Gi1_ z{Sb)wJm$}YKBw%ClclAl<=OaJhqyaiwR#Q! zN(hS4tq#VMR|o*VF2G)uaOFX3lsW7|*TR1=COV*9PjZ3? z$fLePnB%hql7O?skZ>3mtn)bA=kirOA5Qf0$9;|ZpAK2xypGpSxfmR;QYiEvsHdlY znhKv4moUC=u+I9{qwLSS> z+7fW|a!~)1t24Z;?mJ7&(ZTGag9W~eFPfSem<9gqq>=VJg{uIT1Db(>rUY{3%?(EC zUhHob02)xR`2$lN05jY=70G5CCFxZCz-KfJdY5WtrKOIS z(kLh2nb4>kuj+pqYHefD(vK1oR~k}FUsE))W=>vB@i1-W{u33};J?`IY?m7=Jlpcb zV{~hc2LmACJnv3Qy4E_p&euCTxv&B9=BdGNPYHz^(3*8bvc!}hh8u{ai8Ge(mM6#V z#j@fNzfT!aBKwPtE-YqK=kqlkf+L%?_Q&sFAJOTwF`J27B`DOT{||%yhqwPR`2U7C z!h%0tfzSj%zG*4CmVC*0GFr|0_gL9XzqdzV0E=*A!5bv>4<>SMzkuqGP-usNTAg;S zhlM~Iu}*`YA3z3`w#^?na}`?2#nrul5Ug=NoDvL#de`C8u6i-_czm92K0+gs5Japj zK*(lrHJDElRbV%SCRiyogjXP(EY_I~B~W7MI4k6dMSYW!s%kwdo!9j`-5HFp8Dt=a z$zSC84HQKDtCisAbk=%YDU!KpLu8I0#TT4G^H~9G0OWX&!ftTC+BZRg!mMSP)Y{?Q(6c55e&oli&9ZMMZqq;v;gTFaT;FZ81dB0Bv* zuT2r}X~|)MliG80yCEh2(ri>7m;5SO=BXFEky?B2m-S+;XmY%ARxlg}S5i+1((!Lp z$o@#I?En%>3Bu_;gV*&Ir+u=8;*$p;O>4Kxs4a@%^(U!5T#MD#hBuT30#3)BQ2yiD zGPUG{1PZC;mx~H)YXNWSseh|eFkv=#a{cmDhqS+MB^}rTzD-vEWU##4k-QHWUeiJH zo3roZE=JqT^Fh3Z$Dpco1fAomVD}TXas9B6Y%>;R+>pwvc7EBi8o-#&;*{!hI9-%g1U_?ja?-R z*o#GWltEPmz2i>jIj=ANo;PnJK9l=wN3p+Xvl0G=viQ$p_IVxQzR~@ zqDCuM`Sk6kHc^8t;q=>iBo_0@Pt*Oe4F6!2rg_b1zvb^k2T!s1D0Awq5V)A4fvp*{ zWX*sL(4H<969U*$Gbt&z)_|}~U$FmQ3w^8_$2B{BeVX|^9j6^#PLRh) z6^|j9PC>4xODYHgRqSEfiXBtmT0HTR5Y2V`Wqz?~{7U8ZYJ_VI%4BKM#zSo(4C8=& zNlcUlu{W|YSWJ;v;dpi_U>aZT3?||5p`p-8lUV(Kn^itXP=K;P#`;WjTY@@oZyUlWzsp6+caw?XK995r4DID`LOpf1DjkgTgQRui|B-E{)MMObpY7HI+vWlg~Xbf1-#Lx-V+aP8@v(HsGRAZUEUPnG-nk`3BM@(n+7SrAI zPj3J(+MKRCjq}Dvl!OFS{NX-t--cZQ!l2P-hAp)x~uBCAjFpDY-dn8o)Zp zM`a_6O~e$vFS?-TDsR4A4S+*9(fzFTFpr)C%|iYC9b;M*IngLu1+H6TD7q8KtYHmE zKTf?C&a91JcE2q^IZk^c4k%_Hw$e#D1{hPQr=?h(a!_%sk$u7x~^KG38_0=K27*^R;TJ52!+4~gvcjJ zth3cNWF0_m+^N7NPC}ZnC;60$bpd5^XCYsMI{vCa66p~gC6nk(|A*p0YJi7sY^_|k zz&0<18=b~9Q-dcmfZW9?w|=*f3xD=MI{y~BcQ?=Y(V3mx3rv264V$a|EWbu(e18lJ zps5#V;gYp+1LWR^@99yt6UbJ zZPBUAqtQV}4skQ+xCT)Et@V6&oY)5f8fD$X)>^k1LS z#8aBGiGa~9n`=NM0WT6<_>MYbnalJ~qJG(Uq96SO6N$q{1pR0F zw!>Y#*sZAvZYsaqMQY#9w|XNgRBL!!RX9HNs>Ubar7tXfKypXdUzS?rQ3L?@aP%{( zq8%IjZx20adyjhJ3eaDG4eLb4crFK5C;^ zz55Sp)>UUTpZ$r-#r_fLJH`vT{`J2*Yh-cORSZ??v}qfxfleqay@b|z6vx#%<@jG& z95oici`0G=dDjI7s{Tj4UY>+o2aTRvh8vunnW%CdG%OapIB(N7tr(65o`d?T11t^E zfl2Dn=)XhY?z5YyR$g=Yx}IhZ6FV)v$V1eB6?kUi_Lfn@dikoC7BY@6r-|Wx+hFU% zL8!2=Hmm>f%Xq6k-9N%(!My9`(NyzQdIb0i>vh%IEb zDy3ZkZVCBF6BMM2GMOtHQ7H54DGNTd924iK1bV=~W_!Hv2ddQ)M$$Q%wGp0aWQUVz zZ{x;+)oF>;e%Yq!P+hs|dvy67pukl4U5>J^H-jG)Xv*8Iy9i1h{QcdKPN`J*pm79O zCSG21lWE3pd&uduw*b*(yNW$V`lU{Q>zy~gw=IjDqakrGC;)nOM~{XGpgLsi<@lM| za1l{w(}R}yy?_<%75tyl_uIgC8Ynlxy`S!s#$s_bNS*~@nLC~Nw3SF;{Bg_br`Y=d zQ+)QXt!2V1IKW=N-0pv+Dj8N%RLrI6=$?#;uPgwc1L**QwE2w-!SL8~B3sb6^7m0O z^NZ!jO`MI}QN7;Vy?CGJyT?3=4(CHflM*-Fhwj+1TtKN6)d18|8+}x$YoedB(Bxxm z`c1<}Ig{UitkvY1=B*DUQh(HdpGz0u8WpA%b^G%MsEwPJBWbM1ozxX;wI;*hE&uue z6m^C71!grD=~}ac(W}}IYJD#({xPV(^MwD|G!lX*CMFgX6mZF>a=Db2#pxpO8vgwR z=|b03S~}D#Iim~4%`{n*{@U--!0{v>)Y-?ztoy5h1XuE#0` zqVcHWEN(!j+dZmUv)bvag#+_6mR_~NAc+ zo;L?M8!3!NKv7M2@Iw})3XE4W*>p?}pC_R3#Ugoc2t3x8-#!#=?~?pSVx~9xa+BS> zTXcP&i=!}-Opu=|fr37fwE#FF{6FOsHQ>+Q=r3T{$}-Yib)}MMG^+Il$1{0Zi`x+H z&)4-nvF0PrVoXf0n58@XP%Uf4Y+CniqwAv4`>jpRdvX%;)Ehhg-RgI1fsEWmNsrgM z&;6m|*heIuY-+x=F<{;OGW#tnsWF1pQ|uwtEK?zGid8Qv7Y;gXFV0-?uM=JNxy#Zy zuy2_DHhB)TzhNMa)r!arLkmZ}!?Qt`yzCdWvtBs9=sd!8E2}6gV6S)pG(_TKF+dFj z+2K_cP4m!o+)Vl5$ai>p`lRaORV_<7pBZ)s!Q9#ZodqQM!^P&nkx5fnwugveAIeOs z{j+{h#U+Vf&#l47FKk}}-VFgi-N5jo4z9F;8aK0}lW47AAE9Wpn;GoC@t-H=gU_N) z^mHDDM-%YtuJ6vw>biuuFzI1DWqF;o>}0@o?1&`0j{%AVV9HGg4srd~X>+x?8antA z)4I@_tWqU8+1~1Md^aJCbQt?*$0!yjP$2H(JRrZxN(HQK1kPdSQqgaVoag=VnUxb~ z%D6nPjB~@0$14O1M}>>zisZ5?_g@obWqT@eMByqun@0_6cY>l0q9Zd{u z-oM!yTEcP?G7!Fh^6(JSD|^_R5Yns58CsecITO+=xfnYCJ0fXgUh1gwIlSYzPR>!gc3TbwIYcI`h3`X;Y?DNiuTg)SVp?CsS_b)YF}q zk@P{yz59}TEuS{`_2lG2Fe9>cE}v4nRnIf0tml@dwYIqm(5oH+nLhY`U;m}Re<|=^ z3jCJ>|E0ixDezwk{Feg%`zT-!^-0@fH*r)+9H=B|dvEanDs_68;4HF=GKqUEI%5JK z2dJd~Kme~dLKyiR5x)QYcz@rx5BeaJ%s)W(3&rN&#lRh#LC;=_%gfRz3}F9W{wd#| zJI%6R&CuQnbP@9H&#N9g+5f$VZ_N7@Axq{itupU-g#T<0y1y^(YbyD_^gIJ)`rl=# zq1*zcm@9lV@nOx6uxFB+c;nGs<6?3-g=^U8ot?6p3fq_6C2UAes z5YmUB#cJ*3fkQF~NqIiiF&qXy)VYe*Uqq*Jk^j}F@ZzTVs@a;9)50J3zCeeb7XNwQ zDY+kd31Nx-r^mi4$2~muT!WWdi6}qA=5&cxkr*EKV4Y9Xof%scCjDqen~UvyrA`PU z9)%QD4W|4~j@1$${m_4$$BB3^QvUf+jvq= zPIGTg0$AY|?){t2lfZ;gHsU2ga^Mgn_5+1L}OhKE}^kR+SC@hob zwtv)ByX#^@?`R$aE|0tYQDcdqWS&P9wkh_}Rr&~L*GJw<)BTE5VYF?cNH>LnK8jQTSPOu0{iP zB~=^MCus5AwV|SU-q(k;e!YcR=q)UM4Y7Dk`eO4_#Zj`rfXG*~ z%R|Mb-N=4c$5)A7m&dK)&iY-c9haB_-W?~q-VX9_7@UciY^2Mb6X$|WBt@RI$BBr| z02Bj&>g4Uyh=PXg&{Vgqn@pq8A6uOGFQ+9^K%{vygQ zHm=IMY$-_nIFU+=&jzwBUJp@)2jB^30Q(+<$}F;p!dfuxLO%*U0!~DMQ}Cx>w+tup zcg5m=CLnTuxjr0h`h?sEudNqE(DkMq^~|!|1tF(yDYOI5xqR>k;<+dZCiZxi<%6={ zEvKVfT@foX_a#Q7PACmGB{<_&k>ehu`v#WC2sxJ?XIA@t#i`b%3SX$xmAoY5Rr=yD zvVV%T@oZmDs0%vFq9Rn;B(PCiG}?l=GU2iv*8Gh9vJ!nP1C4W?_A{i)_$Xd@T^QJ0 zR%?%^4!c)v9ol4|*)lFs84a_~bY-1y-c--Ed~y#CZpp9YOzSAqP5V-VOTH2!A+SH+ z918nFj?*{io#r;?2NYS1=kQXimS=YcUfw_?8n=d!H~0;nk@B#@fADG7uxWT;`s@N3{w&%LKk zBR@9lPp4&3;e2}JGcKpQXgu#0Pr<_&rN>R z#rA9M9s?{^b0-b+x<*9b=h}3OGMG%h33~7xny&-NPKrB@O3MIHRM>H>IR0i_G5_;P z9ZIk#08G-XH=oQF{P;8v;1hKKhYElf`s4!mMqaOyJ9!j}TOUA`Po1~LZ&QK?W|KjA zo;G})9_>&x;Q*cow{OH^tROh>7v0Fu(yuyFZBwC!xZJ$p1lS#;dn{V@HpqepkrVFn z2z+MZug`~H@9K{9_b@)q>-qV-K6OgFqNLxAmtbqumWhONOzRtAQ)q8ByKnX$>1_2m zOf41w6`8S_-RT(eoaHE;f{npad%eN1M7*po&w4*nK~H=zx-q(oUSxqgHn&fCfZJou zn&)YDSkd$Fb5I#BOO|@;YhgDu{tF;#QO)!MFlB{+SW9$ZNyg8V{IQ(&Q7D);0vPh4X#|pak z!3PsZ)Q+_IL2|{xzCUcl-SxGuOEa#}*7O4AE|AojXa78n-o~Ig#^HlEg)eSSbWdiw zL<_h5#-FdkKg2nt7G3!wN{P*)2=RSiZ3ZvRD{^@W030ltSov){MA@Y82 z`+j2ybZ;gmCSA-NDUTh;m2LSKYMoCi7g>BhT$waxPe8s-T%N#fAU_bD)9+8^+AU1( zZ_k||FTlxnnZE>^d28=I`PAuRO>N6ptw9U6w`3k5^uscZN(F92lioT*uj6;etBvV| z(6eB)b6^ydN3)a~T|GNyEB`h%^YtjV4}sW;)VFUls+=k|M*Yzy4Z^+)fQz;RK;e~_ z)8#TqH$ZqkA`Xl%Fy@7RStUYA9Z*%>`^5a!aes*0iA7Jxl@$erGp;rNYd<*5?Ln-< zAH)c55hSvx@p`Jcesqh_Z<|0qY1YkQZ>8PVp@<^A^tsO+qji`KzgFl@2fbygqXv&} zDparI8(=NuR%DoDa>*vOsMq2^9;w&4+_}Y0&a2CV=@#nJm@FVfyqjqaa$&2-8ykJH zh;n`(-bZZJ6AcHwULQ5uj_~MZEv@y^;gmsElX;TIZfRbf_Oe`aLq+QY+C6cF6>(;( zUXvr=h2R-;n18c2~WM%E6dMD#o@EqBbSp+hOG=EW78(G zzL**%$Vf@HcFFw@1q<~S- zNy;81WjerVh@e^`X!OQyV6e4k2X|eT5mnSRkA=~Jrgp#R6WxlK%F9pF!%6VLlgGJ{ z1eI(u;C6Zbl5fPqN$~c}0FB@=?_$j{6y=%DqD1+ZC>2>EM>8eS;$beEwWRsRQ+{oz zJ53FplueRQ;N)w4Qm{ZY^ZXs(C_N>`c&IMhfBI&}i|vkR_%1L-KLIHBnc~Uyx6}2# z;fV(|Q2`7>pL@NxT|JgrZkwh0dVbp@f9j?LzN2Whr%cb*0=+>{q7$9W_fRu=zi<8DIQ4r)E{-!Xfc2Xk$ zI^3=p4W$}k@mn1nmYSWONHPWgGuSTHnDV{KbE#v!4UU2>=1(ZJ;pHgnH`;{0*nv;=MktC^grPODb-bq_H*=-aS%I{`U zyym5%X=}vfHHRr-jy{i+xBsTyTz52W@Z_(vj&4PP{hGRK-i@>NR88*-dd^RhX!1O2 zshD3`o-R%{Apwe>xh^RV7xbd@NjlWLM)NTRCe-&zQkg_(xJG@EFv9~DE9lZ!`{#p} zgFp~cuwdMDBzEJ==Sv}o=xOCd#Ia^*`f#$A_^=2Bjf=gx_^RBj1`}0Taj|bH+JG9Dg?Pu0Qbm6@T`S*|Fhl78T@@Hqy?%Yt~`J!Ybw6|3K14?zJC2EMr_k2h%3q~87E z+~I#^qpL$c7`2ycnz`zJM5g&piK*bp$$p%7V9b{Umlt-P1G?9d;^%6gAarI*OF%0p~^wziLxovy~QRhtDoX+2U1tez&(Af4==@ zx4P_-#PUzZea;4X4bwKECcHds$EX^VA1gTUd3nSzdB5x7K9AbCMg!# zUE(uV!EBGC+ArzZCb9G%*jxJdg_&- zuN6qMWp%k!QKXJ)w;y zOMlQ~n_!Ewn>6ioaKZ9Un0O`aTH!P3e~5t^r))AWnq(qxvp}eg#3IipP4Ys#buu4RJM7G63uQN-}qUs`MMcC}J4 zc5k(5trErSd0Hdj%-JGU;gme8OVgaNJHz)0`}fgb|J3ye88&83d1aRm_&7RW1>9Vx z8r$&OVWlH~8o`-@HUnem?8CXU`#Huy5!BG0@OOGtdN*hkMF`zZXMxp|c}=OZx82w} zy#MQ}I5%-)hJ>X1G00y9>2K8zOVpWq`iy+-&$F)v9#mM(pXilVYHHO%P5RpTp_R^_ z9LeID3K{8o=bOhrpqVV7Uk?JLA2JBuPA<&V6+_4b&G%Md4?_)l0{S4vm0lZQz>d%C zK~2$7ToI{&EkXbf=DmpJ^V@x=p8SK|+n(K)9;jWm%r{))S&aczOA|Thw0g?R%;#8Z zeaJGLDOK9HnEx@Je^N*DnWMd__JsxN2l(aG$;X~qMVTRt$XIwAGo)#F%Pgp6uU2uQW*=R@-L z+hUeUL}Y2nT6m0}&hLy*OhU?bh7YXBgA!lePM3m7e5enN1&vaUrX-8(wWEaYGq zKygMmWuLE~Y3?gq?-S-u>2+F_^(mp+r#0I_5t4zbNJIYL5e_Abaf#(TJ#tt0E&c?6 zM}`fy_tjyGTOW-{Y!>I+$f=#B_0BVh$fqOm6VsRbZDyL>uc-MFSc${kVZ(~){Ehcu zY^D0BhLq0^UB;YSC*geCJZoptNuq^CWo+OSL4loaKW$9fL-Qs3oX7EW;A>e(P%wh^ zH|-cqrvQfSl1ZxGZsu;pQ)%-bm2^IRKF{|x(&p=3J_gC#Voo?Jsw!(hovBDDC1;N+ z?XJ}7u}MERI!XytD#O25fgwn>GNg9Qr=@F&z6)54`XBrkG$Qd_B`W(>qiVDKHGI)D zqQ=M7x&~FlRR<_@Hb$~5lWKe7M-0ER_oHUg2LUj0D#epNq+;O+v8<69|w0jr|?2B?(0Uc+Y|h~)`5rAWFcfnoRUao3gnh-~K_|9pkpY^u+Pp5}L> zCp7$Xw_hy@uZcs$U|ZHO!)>H6arjp^EGFZXh+nu(7NtuGznG>vLiAX@rlL4^`ssWM zU(XlpbWOAp-YiCZD-R_(&x6uBZEai61m^@m@Zm>E80JjJPFooI_?{Y1j1+G!J8*0J zNn`EDbH z>s5^72;U;wI8^zqy@c2Dm0}kaiUDoRyVV!zad*b;*qC|W^g2z4n+}UHw24W7+`qD6 z8(%PTm%TkBcB~2)XY8opxwB}dzOMQo6CncmMP{MYo9zuIt^v&3;57hLL&&s%riYaJ zE?K-$)nRjK#$N`6Kbqsv-FYBpp2QZ&Ub@WdVDL;wBk{k;BVQUSEOnlp)vbaMKFBqQ zD)gr%z-C~$r_yiR4WxZ-N?h-YD0aqj#NOOw{WIU#PB!ZOQ2~LL4V7vE3NdNF^A-Cp za4Vx~joNdXDo?VXBvQS}SI$ylpl!x}NO?9n+4r+A!tBSBtPfYaAK||iJjP(;BN=E<(GK>!o z$C6RGJKC&g4ske()9{JR0=71+4Do4;o+Lv?_3M!osfCgKb*srj0A?9Qy7Nenc*r3` zTyb?7eDV_Muh(MXI_6XTQg(5ESkj57-Z_Qs&@T&ij{J}LO@9Yr68#2aRPfe!Ak|KP zUAdX^@651-tHb{a1G&$CmqlO-2N$o>?Z_5wBI2K_+eb0|Af=WhMymmvl|oM3lPc?P ztv^a@tr;yfWfxZ zz?kPw7rS|lsdwAIZ2X^#%^9#uQ&rFf66mvX&DFQtk4mjw%%>Fe^vNHhHwZk_qzRzM z>jPuvDNwz*he6`}PqE(asf@H(E7t6^U}Uxd`;?pkDpS)H;!V@#1CF{I1){69CQ=MP zN*`HnG2q9N@eaoFt(;bz4TSOy7)jpBeN3poVt*SA;J@u~_B&@v7o;bvXpCC#3wCv4Q-H~CB;q!nvxPxy-@F@1` z-C0RYrPSX#H)=Lx2C1NqyU7)f?uRTdrIDV)LhYn3v&a$NHHp_Pp_vi`mPngIv?�_=vC?d6wcCJ*-v%J zoIdVsY(yW8gR8#Z)?tqc!X2pik4ajOD{g{UImw&d$!RpZZO-aa(CU}Ml*_~Yx&l?SfsT3fo z5>71TeyO;0=~kI>-zQESzrU>~8Z|06OIO3LV@tPn5VY%W7pZDw0f*F=by$rWpPY6d zbH+mD7KA+PXZ5Fs6^)_(Vy-GiPw2tbFqA4a7SYToZ3YK8uOSp;{?TR-l))z7P41{hyzc~Fa(8f6Y0pPb1 z_k{4y?n=F5BUNu!pbYZ#Ti56}ewh5uXb~%o%+8lx`at6)2Ouqm)OX#Am(I&5yMYjc zi+W>w&`lA4qQKjHY=E@A#1+ZDbyGA}{X{(n&Mo$9e|#gvL6YG|mm5h0eS(<$#U3+8 z%n4g$gbHk`tefGu`e1X#9~OqHxrmy~#rPR|Cpiv|k7caq{%Zt>+$q~sac;_~^GZ%q z`|(R4(a-8NhLDhfuPZ5EWR`oa6msh5>L3#6u9(78b^N}U z=0#1x@D+9sKV%H<_~G7{8p-Xv^O@Uge;Iu=I+t$oq*$YR6u$89R?LHT?CIpZw|bHT z%-YhJr0*)du;F0v-#7X1TQ)YEHQ8pU1InF3l~k8QTj%7B~3vswgr38J(aO#gxsz*3c=VLXDA?-I*TkQ z9E&NpkM4p(>@R)GgUccrNojeDx^7P$LW1~;mPy8$Oz4#r`5_d)&CC( zpON7SN!FN5N72YdHxN-%9NhzlT?22#^f5P71-3tVkMj-!>oLPZuZd-FWOecW<)3ThGgZ6pqbxE1)?b_KbE zf}MN#@4VxXEo~9jQJe1bCniB|RalIII8Y}5!um~l;yAZ)3uo@~- zTTwRcp8*vp^^Hj#7Vn;Q6ti=4xcr)ClCS!5|k!QrF|Gi@J097}I}W z+h5Jvvy*!5%BiYge#nHHN`RC!-TA3Nb2ZmpJ6H5e@9w-#W@Cj~p;~)nyMyz2oH03z z@8A4zf6DF)+7CKEihk(oV*185I6q>^!a&W8ci9osCx&3yVU=wfNxEQ#ON)!2RZkN_ zEck~r2DQGdDMEE0S)sFCWLWjdb;CWkx24U2xE+LbwUjTPQJz|e#?kHFWPisiUmFbw z*}mNoa7E}vD`9;i{VGFzc{bU{><9Ps zSpg4khZVXTvk%q7{j)pdceQgkDhCjI5uo(GJ3%?NA^4t8m{s}e&}Oq<7qfP$LA*X7 zcE3wzKF;H;ssjg6^P=7J^ucx{r`nTo6jNQ;Ii;fQK|=dCI!5KiC1n!j`%1cpR%*Dti-Yi50an6BFO|IKa)ewFUXO^bh=s_g@GG>RbKL!Hc#v0#+$_NWVFr1%}DcE#_jCWaN3UZKAk$|P|pgQ(<9Ar4-$W*I=fP z@ID23ctEn|4gotVePzv6oUzqny6n#z6fYevym0D;aw#qv8e6?OH-rwUIkkzRv*!G5 z7n6Cx6qCN4`7s}E?j&brk^T&5u}gM!X2>`B+~90TrDXisE=)W~n_(C}Yn>?t8-^mm zzqSbFi!e3U(Ke{G>+RkbX~`))|bQI9$L2?B0r))`%hI}kvimnDVNBLPbP zhs@+;J>S$2Ms@WIMrhO!W1x5}ee*+(2NHrdQ}u1YTo;w;h*>fNGaiA8RarL^S`^JC z7Zo=y6J?exHzYT_GXyUOCc;Jt_IC?|6$>Lr+pxyC&nsRrCk5~{YaI_FI9h1Zj-hUs zTfLLB3O9yvcqBiet2g#%gd^2O$=RKQr@{=4xX|!})`1KFxXU*@M~$9`D5|emP;r3JfGw>Hw*T%@e;#4dYWsOLUnY! zneS_gQVwxnr0(gxNy?5V*W($~o%uMz(Mq~yvV8kKX<#aiytcGTbp=8uOTkeMJDgp+ zu6-Be>+?PR6c)Um+NKq2S}6QMAxbFUTU+3|XH`U(l^OiEg(2 z^!fpUN~uhm`A|opBSedVFtaOeLqaMJC_R19P;x1KT<@jGxYQfig+24j` zqX(XK*J*n%%K9EJg&Kyl)RI1?gP53`_9)?$q?a73svCe-(0N}&?h>;{mh0^&7xBSU zAaA#%E@3R2eBg1zUm4``m#mV5{YZFOA-O2VWZI!S?Y;-Zabp}{h_>H^3*^YrQqK;B z#(yq0h(-TM*$HnR?G=!W?B>0~xhX5!e>|wBAdA$=y zT#R7#9Zr^;31Uc#AqNy;VNqsD!+Qowde!RQdaNgMx?jm4PnD->B*fRb}OiR<7ed;n-nDEy)MKT((0GZ5tpJxY8QI zAU;Ox-8|e?HI!jDw<840aZY2+k9xmFiZx^Uk+g`tsWX*1vj;Zo2Hy=4ovBfGSI3D*s8_t1*C1XH+^+gti&s{}**B!2XVLJV1O>G4+OOE#LH7X`Uxf)qdh zGo%&n8I>h?Au}nt=;81MBkPdx!XYyIN4J-inr|eOoF(NsUfeG&o7UbPuJcPdQa{+T zGTWH=@ksnclj1&Gf0_u8`yGf2e_W|$toirZszy?1jzm{t61&uy;@%IAP5jj2-7#hs z^a16!w{`N_co_OkSC77-!zbcYhrQpFO8?i^qz!j|? zx&!*L%!#$Q_i;s&CA!v|MxVIT3B2IWr$NfKSP}I>q^=%ao0H(&HZI~qvE(hCb~6VF zefyxx&sP)_BM$oQg?IKeYYh*DChWl*U0s^ux*5WRox;ddqz$cqNf1|XyZk@cwlWBw z7DUh^pikZEQ_(^QGTH1$4aae6w0b3g7@k$Dv631|DoEBxc@!4Zf7r^}8*Luk<~{zE z^qgXb=$B|othZOSFO*VMt;qjr%#ZghEVcx0&6h$W^K2FG{%@AaO@UHbHi;uL71;$>o2fm z8s_k}6E8RAFen2vh%Cl*lTZLlfXkI!E~(2E8ih*`WBkJ(Rjh*~Pu}9y(TPkPGeLhM zkrl+LWkBGuKhP+=?0(6=8un574X0!W*^8!bPjU!L1P8X;eTaf@*F zA?TxD!Tqq_TkRAb!JyRyrL5+tqU+Db6cjsSjJHZXU*5X?xcx{*M-VwmBQmap%2Ps-UEhD=TKC|^;lfLCs|(Zh6!SKn zEy4CYV5T#SREe#Ec!_1Sss8~WyurO?i&e^0fegT)J@(F2Klana+Rp!(UEL>@>JuY@U{B1hB)K(`*_LPc{rBQ34Xd=XsuDJ3nWAqD$_Wmn zI!ZFf=nb^kJA*(?kkHE}nwX@9uaYbl;Xg`aJlQquFj>MbIfB&|BAgUB#B{P`N~&9(@{n;U(>22o<>an zVXeM5L_lFdIK++y5=DCPQL3dX=S+_>-R+fr_ReC>fK(wLl;a>SAdo3254Z5-7*IJt z!P$L!(T+u>drHGg?%YBc)P#-mAiH#5YJnrQ!LSe=1_V!nP;P4{D4EP1nxer3F7HNn zj?Q^IX#lexVDp~M_piKPCN+J#X}s8#8CX^zXEB~P=RB1w&iD3DUT9^?QpS)RrB23h z4vugu*d|F<-AIPZ<;#~#dHLFMMMo2wXJ_2FarEqV9o(f~ExJWPNj8S~#NDk2wjMZi z+$YASZl9W8I8nkkXG5f@3bx5pm-s^uH%A;n%@2+)xf?uni@CE`HoY=_)A-7LmD~-x zZ_y25V1X}~hd~?WtWkoDj_|93o+W#dPfg79^U-t54JT;8D zQJ7g?!Wv_RV#{>BC?N}#FTp|-%Ad1Lm3|i3)bg2=>@j9W9VMM>Pp=SkrS3Ms-tT9h23#s+*a1~(2F zlNJtc_HC1e>guvRcePX9N2)<<982;T~f>nZBcZneX+s=4Uyh3YIg zsPaN>hy#D>#85}8T2w8mAX@iD@#%vmsZW{5HZDRXXbyM#>oCRd!Rrh={vN zatI>%bQ^yg{>$N#Z{9eZS$%)pJ!xOGS^ zXD)e3U!EU-{4oxN;?};S``G@M?4Z3(4`}H6p{#=DE{Xd3*T1f;L>^P6Spk_;VuP&k zG8*M);hu$38zNP_0;OBHgTWF*TQCL(k#0J;iJ2_gv^1NUcA2wtPEe?*Iimz&4sOA` zva%B9K_LzV*tD&2rj~g?$0lqQ)fI%I%;;lP3aA7Idh+CqNgVhqcKPFGyP-tq*eKr8 zyzlY3lO2+3`()hm=Z|?z8tTD@e8+_)7fzTsfp41gGnm<$k-&}RHxeCjDY2Z@9SE0l zqy;b)PjZdq$Y4+~N*QI3#~ynu%%8F@~32+pP4cw!G{ zXk>O}!cuvxYGc9R@c8GJ7Qf5~tQ z2a-yQ5~zTJCJhun-j!x%obNmLS<#0DFx({|2LYu7NgQAO>Q}?a%(`9clvBLF97ZWw zOd`z$3CJ2L3boY=^ zqHtgXhb-rkc;!jDaOf-n&T(o#_~54UWD(22DFYeno;`1N*n>UZ2#yK%*OJ&7Mn3jl zT;O?}(WcZ%o8lrmF6Zu=oBuSisOG@Y_%&N(6c9v&;><4|hde1r9I}mDG#Cg%z%bg- z;`;0?HQy<#nOYsPW(e{eXyZUW?M53vCev3>52cYMF=YLP3ocAb*UCGPp)3)QLmIN0 zVwm`F#=Pv!*m&hEo;e3yZz<$0m~boX#_&+(LrPb;<^FFS8+8^l0TVERx)b=p4}Ng* z#TPeg){I7VeyA~HsAZ$HKc5C>nix;!>C*nV`Q|VFY@fyMQaQKSC5c<~j>8v@B=GBB z|GIm3D(vXdM<2}z!X<4LZryRm9XYo!6@Ly|J~_AQep#^p%f6ASdcv~6xSkr7jf`sa zt=gsq@4ANSDLAMKsr9l|blfqa9t>^5bX|#?I+O$Z=_(TA)E!e*Au>jN_lmohY*;d> zWKvjH#*_y^IH*t64pHTcTT!#$Cc9m+EzG)o>*#Ya*@1H8xvNT<1&U>(IdzmaD2yFm$%yB42)#IpIxpL*JufEEwQZ%%Xq0h@7_H&Daw38yD zR=gM>PtLLR*%gMIb;(&`x2w(s{3PR%ts-zwBSO!n~id$Lr z@hJ|O?N#AVSOV%6p}16A7d@ED8Ou4;VnIy81jh{xJ_U{w))OylSVdP^yU(0ofo=WJoD9@1xd_(v}6J<$?tlFko`vodXE#3B>^oMI<)` zJ}jl?b3aTX^Tv1BIdJyQ*~lYF0*Qh`&Vhr26fw%jBgS3Q$nOl6;KojbNt9wCI6jJ< z)J@qwCCo|(+I;H=8FVVKGK}O9>XwzsOEmE|$ou#6JIRD>=;oL2FDD`mMiCuxWlf7u zQiv-2amyIaL)H#S;-!O0X-xmM%XT@lK1=}m zW7otIl7?mu62%#{yck~lQ8^Y`u=D~w*}nlR;&mN}VFMO^``h0pk8ltcdK5zWOS5h% z$9Z>28W;X;CO5hU0>y9Pa{qA?0Hf>6%%F4>%`5*uBAJ<-c zEuI4h4h)|4aOCuVTXb&0t37I)QR%RPE7XAJO-dFtwlAsOJ%jD4aw;imIx0bGVH%36 z3OQ55QlBCzA1ZX}ZYo3?Mf6Fja5iRduShGu-=D4Kk;&4GgY~IXRB%! zDwmd)s%?Wpq6@+}uuZYc!f=ZQ3{i8*K@zy+3?ibyfhVB|tF}#OY2(AeEy*B;JU*OZ z$QccI>WqFxtsrtEgZ-R?23p1FClm*gGJ|*}h9r8FDB8N>b3rEAV~5Mo*LZ5xQv|1R zD9yN0h+7AI?p$&FW;l!|WeWdYTY4=`DIrzEi4@_$D(1q70-M!t#D}*A7zN^i<>dk# zyt7ZK<5K7dNIB%dfe*$Y!zB)s$bqRMOfKM%<;W9-V#mQPP>>>g2&=oC5$2F`Zs`&S z#xoB~Aq;mFmP_<-MkjiNms>c1%r`m-f`5oeg@oAgAqQm%6Jf7xe&ycEd-0)j@mNC8gJEG{7M3N7l4qY|0QLjb?C-*xq?ac6kvVgS69;Fw9IWQ7qI7osJ@d0!k zDpxE8!KkH6mlA};GUmhU`E;z%GkQzz-d6l@P2D<`_Y@Eic0%DGrBLO7IX-C{xXUGR z$u^8ZOb?Faxl52>xf~QW`4b!;4kdx$idQ+#8C4vpLJ8QVoV*}LE|GulgZI`RT)Xk; z#`nJ*_x@xXXWZ!IjB+kHB+po1`u90x){QG}WX=(J3{Y6bD8uk1IFa%@_R1@-@cYlq zEWeFNLL2g!gbc9|9hZb!b6`zv=a*qCmOj-K4ECy0-Vubylg#CkfG=!*K{E8scOKpO z)vtYZ`kv`pVb044@4O#Z1c(tAXP#Mt6A-KLA!-bU7&4g3t)uTB4YQezAFEjc@l1^w zqoZ4%PP*Ge)($}fn`I>yzDkj)IhsZB4&j-IJ-E=U@-LWVB4*$wtPTv|lBfj)V>m#B zh4HPAKe}Vp9RWgc#2YC$PojGw^Mw3|RSsjgm8@4939d{*6;D0CbtBh}lw`x{4I>iO zGm3bndsb{J>pc#=e+V*gfD*rQgu=md%}*Z=vJ8W1A>hMZ5<)Hz(aQZRrIY?Iu~1vl zMXlIU^A5}N5m`@);D9h`=S+GrQa;?G`lDK5MV7vFfHty^-4%Ae7k8YMK|EhPhFpf< zF3jVS0}UdKJ1+OxmQSniMnIYwbY=-l zTx^1>inw%p>2Zs4vuVTtb`IHlXfK-4&q2C4lMs6AIM7MW&hl(5=NLM4C{~eJ+8#&} z7m{(X)BzK&XlBSkn+oL+P&<~(z(k%%Dm0fIG%AoJ3Z26(B0?d;YNX*NUC7X0!V)ey zxQkn9;TGD^gBT93sV@i#9_zP#LR zSU2@72tq7Uh#oE#I}0Y$#U}1LW%8zgnWn%q6R}Yh2a%!&wIl~sxM}Zw=R4nlv-(h2 z%Prb_9JslK*=ob{C?SUBq?ELCh#|(H7HwQ2qgVtGVPymjKeCvBND`4^;Vy@g#+d{C zvWno?#=#~2gd!|WN7jL$hr2+KfbxP%bRvd>7)b(}k>t}z>a1~B+H@vVu$dnj9#7t< zCJN#rxSGTQf+spLLup5VWOATi2H-{pq_PpfHvHR3Zc3QFsSke~ucHXLNu*eUJ){?#xrJ3Y zxWrBzT#^vvWg(C4t+(Dq_+^CbQ^T3; zyQlJ=FMmCWmxM?O^624^23=NGR>pZ3MU5LbW-J#^4CZ$dAh<~jcFOXwZaEqkMO2k6 z0b&q06aRHx(v?ia5`u76=A!4&2Zx$3NH!40s;2X63(}~~qYxx61g7C`SNpJ49<+t5Dspf0%sRbnAy?~LMMxtu_;q5Z7#e~!bRZ(>Q zyz}vAo*ipJK>|^(sEL=K5r(pfk$4f{41X^5lY*qOn}Cpf_k(vIT=rm2A%Awmvpm9p zrI>~N#_2-xbfb_^Xya!JHwW6lyZgZI0-sWPDQfp>vi%fqVGs(#DCB6sB-}!cg|Z3@ z@yCADQd;nT=Yw~`hygpg12Z;wZB1u$Kt#PyUh~69mLZQZ=p<9(;-DN77iWA3h=T)v@kD2Mi16W-gmDmK{K#bwlFvKNVZTjf8D|F7*(t6@ zs`kJ8zjbNRS;hoRzy#_@fQi(&5m1Mtph7C0;lqcwYuAoe#O0S?{^XNSQhgMZ44%va z(~6^m##?NxxaJETd~Wg||M4G#KtadPe)cnZ+1PG zncx4VEkq5jT8CXYLamhVVD^ER!fNZMtcyyGx{s<54%B)&SY=0(fVz)MDntbtJ$iJY z-gQCOME`wJ)GUhnByANu*|PP>hey=Mqyfp;0%xjes%#YEzhV1^cGHs9f|StWdUW}t zY@Mpg7h|4y;tArq<(6C2z@y5hn{(^(Ta!q~MbY)ynXHf<;6o8&we{@B*gd!(Fvx2t~_;Nm68JGI5Jg zcw&qM@Ml^9ofs)$ETPvx7hulPIhq4v7JzrbSOHkuDxMi#(enzD2`-{WEum0ITo_3d zq-Db92}#zZKQ5U!&>@+nyO$C>4Mnt}6Jt7{E_7qpakeP|JYzN7v`hGBXd)a-^C`|J_I8jDrT2lTsoA z3+~m&R_CnMr_A(Q-LLw?>TAlc3B?IV%Y`k=kHssZ2}M}q#myn$=;S-pl4pT|CXv&@ z)9%#=SA+EMJBPIaI6qkfM-QaZWWm*lk`a<*t8jF3h#`5zK|z9m3Jipm7tq6>1FN{J zEF+~7fYOrkB@@afjN33ynp-VwwP5#xk3ac%$-yNoVwdOogX`n`&K5J^FbXtd*No}A zrf+#?3n>lXSxct^_l5J52Ws)Y#pEECP?Cun3o(ZBfIXN^7E_8iSa^muV!;zJ98auI zCZN&AmVjY%3;+&#ZV)4BB%cFGu;ZW%!<;mdI>84KmjV?ekp~Vz;EWB#g+l>l0BOW3 ztmR3>ROv@K8YpJ>+;a~V3Qr=ZsnZa|E+tw&XOiz z0w!Pr#R=s1f76u?GjS|n%c+`mNz+0fR87m%uvFWdI+QApN-$K%RDX2b)UM!6sK+0F zJZV6)usW0do0NF)k6x`NXPI?UGZlqYyEL0=f>N=f0e`B|?j_v|TKG)WGek;t%#3-^ zOWT!JC{;EuA0;h$CQusH+-FiZ6aRH7>4F#$@u8WTd+~pI!L*-IOZ$O6XJ|~4D5a5> z3C55#2(T|Vo02hAN0SnR=?Bq}pn1TdmH^=C5f-%^+*Qkj79C;)B!Q$wv2Y7}6g5_n94S=C zpS0gJHQDtghxWx!TucWU+b|51#GI%}AWdNOWl6k~8p8qI}dXMNKo0!Uh&R`KlUvU_umx#S&x)C3$id zPhD~gRai)L5I|lscrxuP^Eh|u(uLwjrlXVMfxH5uM6oL?iIm{djHHr`TC^$aaS%|U zP;%t`Bl*vJ*b|KBg~^($mR_aoYkyb!U{Bi_$yt02Ky4iZa&Y2Us* zQ{)(rB@7{wI!Gb_4bo1Y@{DufLt5}rVW8WNof3=7RyH>gqdcgef)5%{MPez#$m76= z16&L|lCwClP{kE_5TO$R+}I2dqT`Y?KKI`rzxh06$`lb})Q+_}JlBYk`xFd4DF}-s z$tR^KB$*sSff$-G8y|Eci5T(1N0;2vUF7AD*(f0)=*JjzDlS5iVHglOSk)j6;%$`xYJCPfqglF20pMsgNg95<}Ep`dwu z@C)VSDG&0okB;5H`u_A_!ZpjUsU1xsbx&o#<6JWai^4cX*{@OYQ-i^nfi`~qC?Rrl z<{OLTH3w#J3kNcwWAn5dS0$fy3$_8_%^hz-mDEvY5GJKuqK892s*u+uzg?6B5>7G^ zgDSWP0tBMK2Qhpwj0D1pNHL5cz`>0kOp-84AVBeB-4u(lao6K;|F?Ks&Ua0~1WdpL z>P{f1|J${DSN4zM%`$qvs-ft)@SWeVvkLV!?guI#NYDJzoX|m&Qf+c7M-FO3szo`_ zrv5LLDZB5B<(v?%QkXn@}sBo!I(SX7^ zo8}~y`!srJ*)Om#gPd(CHJRIF_x|0;&;xzyDcTlMCX=DPEmdJoA$pQKsbfYQ{G!Z7 zgd(iA^5!vb=AMT=`cwvqP0&?Jqaw1Zj z1hw3v3BJwsz#MoKMFw{G29Y3XxUAGYA8NfugD3{Z?%J3`i?oaoSl0}aqX zElE@RhfBU{nm-?usA3}c`0b$Ys=SLc{x|^w9p2oUkPVH<~f3Z?&9;8fBBc>ECI0`JuGzLxkDRa zIiw9?9Nfi+G%A_uG!YR7a1dPnfaMlBGH1>l&HzU_VrU@ip`pA34wUEx5Kzpyq@2*f zB!6+>NiMwj;)}SsMak!^TtkTrMv?@gfrNk>^Kjt9U5+qrqdo#YScnp$#wvsfu7bfC zC6pQbQH~o^5vGKzgQh4D;O^m%4)?3<7y4Fg2|jS`z>mKk|NIgK`Uy*7QH6eG1kC9I zv-F5uAo=<=qqvfT1R)BHxo^#V$rGB*-}vKJQIhMbDDM z@#YnT+H+(NJ7XVbd^QQZ!Mc6Nb~276g95X$3Y#f!{HkEU_rL%BAN=44L`@RNEPU`M z6^IcEO3ExT#8kv6S_eNk*lAIxoanACzxJa~<2ij|p<^CCWS=9(Wo<8bO4RU;+VAZ? zwDuv&355*^ES3-xVniWo$s;Tzc5KE-SxZ8Ae8`LVS@`B>ukU}ob6IEfH!f-1cTL~Q zqm>Fv7L#i{Q#?U>QV1>$=*Ne+;6nm|Ll8X4N64U@tmKTFxF}J`5Rf3~M3|_t4NnTH z;DC<1L=@-Co<01A5Op|69lyglp5boV;r?&k+jW*S0TVC*6DUp~r~ezif5dVrHl*S! zrK*7V_99=a=jGq(!`103DaTEHs)~#%j~bAQ5+5pV+FBJmDjr?-XupbnkFS56uOhM| z3bi4^RERrw?bP0hhBOf5_c2mRExh}G^mE6>?byKa`H*vp38d@ip~)Y z50;uwn>LMk7L?F;Kzh~uBM4!+iwrjKktXs}*Vx)0%t7f)~=s-;@sKP-*2sg}k9NRHy^`Pb@$%}!?qvOuwqNa1= zR|RRXZ9BM)AOy!SWjFfKgTZWA2Q*q}v`*;};84qr6k!IQh^gtt8AUsNHM^EVj-E>ri|0%6dXjGu!JIMM8Sb1 z2BVom2ri=Lk^)0#2M2MX1YvFgP{g=P6iPclm^35`EZl#1fBVI?JK&|WZ^Xh8@F5g2 zVmT=yB6N}*9H>$nb(6(*c=>HOgfS3nN4jxZD zxkX$=L0AMZk06L4Kq}CWHu<0p9|TAycafn}gO9Aj3=UM$m4G2V3*@C4^N>Lg4$j2F zL3DadP$kX8f(G0WCJNm}jEulMN-13iWRRC9k`z?Mf*4C59K!s5>l2wBN3 zl7mTfIw=1?`q7Vwf&=9T-#cZzi2+ewxT)emp5i z$G&pxzRLT;m;fuHM{FK( z7`}e^sCA<@zOxaM9LNwBJ4rjoyC1$gZTB>K@z<=p=FZi3E;_pCPyQ_4qKe?8;>}&j zw|*MVY#6bdX5T2{XEn=^bN}W28>C+h$@;fi)avL*M=6jPNv`o+gA{G#IJOb{U;Wiz zVK8Nq@_?s`7HL74cu55U1i|OCZ+wOl4&*tL-6V~IO4d^tFdiQ?ppz^^A+dmnl7=uT zC2Hg$hFaVR69gHQlescL!q`A`h+&e_&KYZ=1S|4{NOKN;&Da8k>M6%xm;9dayC-+| z9`QFa!a>uec-zKzO~3?9zywU-L>1gQfz}k?@CBJydI3CT_#o|LDQXPrzqirF*GXBOe{pfVqH>-JPf(Tfh36~A*fP|Ma@@kAwv)jR>Lwo zOwXFISTb|w%$shy2~Qdi%ysg;80?%8#A*V{{PpSocx6DYb%+X)A;V;f31FqJjo6DLlD9_A5+A`*NgD-KlDPIeqW z=Ns|a*>j^_vw8_{)jL&~hhdzFMeQ`2NhKvET#^dXLKHNZX^GL&quoX3;zJM!6W5-D zdtTb|Qm4{ROoug}+x&*}>hnp;>K`oE(_jUtV7?wIyf>EVf>{Y=`CRJ`;HC^LkD z3<<;mD9+qPh6DnQs41fT`t@U4R#YjaGG2FSC?b!WGr_SLCI}Fbd?YMf_>f-o&{pRl z)tE$z$O}e4Fc>kF9AsoCKBS$4h%iRw5ak@0&4GS(|0RYzm)s>G8f+mTR&kfal1yx% zOd>;8Qe0WgPuCt#;@x^^YtGJiOy57X^eKi%)Q&}rl#)jX;~*}4I53O@OK=k}cZmxz z1fYSDDli1WLC$gulMv$|MR3DBZsF!xU~CE|_z+xRQBEpI6af(<79{ahC|dZq6$`5L zSYZsFG5{YXA5X;4i8gNG1~NH<1LZIW3z|u+5`_;+&`Cf-VXaI>8yciXF_K<{<1R^d z2|Y1lDmuAKE+CAN_;6N|DX5Ih5D_vw+BmQTB?RY?&XHS2Ccj9mfq6KJ9*-K#j&~2{ z@3n2O2?fD1gOY>gkjHpA@FZRM=ywC!n1|UM2R}I|CAY7-{iZpE-+e%!$+RXDODAG2 z5s@5l(G|jevX3l~D$=(ea^%ja7*?b&p0W^Uh#zKUq)hdT+S1-%$X z>adDJHLYTr1e#B19zLxrpPci|>X~E&$$=6u>CiD=SGu=!Y4y?_`*uuPH>uCkJ~uD8 z`N`!^uHL+wyaNJEkjGA}B}OdAS}q~R01FF3Ca#{y8_Ma3`mFAA?BioZ!2<#=f)E$z zIHQ4l!A*M6!*3L1&=xxW7v6ATQcE?D8qP_kdYLJnwP9B8WxZ?n+0I1Fl`|0Zlb`&A zGe51=r$j`T6E{D1=wy1Gh!`m%B2o%@^>*>(E@yH?xrs^KB}JqZ2X~Q28<#-P6M?4= zJ(6S=mLotKK}vy9K+ar}O$-#Efmn!CIZpC9RK+N}L5en*5DE<(6gCv553+z~nFl%T z8Ql0Iz$JTnpVu+@0!8?tK2fX2{w81oCSU?4P@F(+|CiN__eZxbtJxST6Y)vDP#G0* zP_=QFs)`mG^&K@SH7_l?cqX)W?Lc?B715)t2jAW$Ad>HY@_vt{J<@mOzGcZRQG>X; zqvelUs#hxIb%)mttQ>ep`5k;cq0h2DNvM9R6(e32>zL^%&&7KeQ|VLtQwtLi3#ry= zS#eOYt~jtFy_z?~-m$df;dkRrmZ;oi9!h8@a6Gr^xgeHyFeApy0u~~Ja^z`N(F>-H zM7$`$A8pu=1Ap2B=!X*R0nWJb$4yuQ;sztl5?U!VHgupIwRnPyGcp{sLr_Z;jH1(t zBe+^D#7nn@gI$FK8h7pgp{?f;`%2?QlsqoHkan=fHkcaTlEwNV*|_ zqD&Gg@~Hjb!w=?H&wp&)V|@Q~@Up=xH?71r+Of!xUdkkCK__Q4;7PoM;ucZp5Efz~ zI&7mkjYCvnLPWBMHoS^G&jM=EgABJY1FBq-77lKa91-9yZF1R^EY6LJ0%dv`#;0+PVc|1dUQSuuY zbxxkFE0B}NTLvK(o9?=4Id6{BS$#PJc95QY|Xl|IOo_0$HrETZL{FGPsN3Y ztI^y>bJoovEQ!TzQb%0Gt3wIl?x9Z()qdzUlUR6X#htAd#G{VH_3l@b7g0$dhG8DS zNz!FET&B1>%;*p?&RG*SanuZ>(XHlp3ClrBbOcwf;j{Me+E(+Du}y{I^U$wtcn$K( z5n?32uwTEZT;fleANZw#wc~ZEcVB}1}plma{N*5T; z+!Aog543UPuQCikQh|(;1`txjK^a4gL#3Kal<4V01N~N#K)M)QqV8rumB*jwm->YS z!Uu(%kz|+xHx8oX7O93dC_t)6iIJ$ep$U5dADeAfg_ zzywUd1WrUCxBr{%Y*P1y@7)Zj98j04iZ+!Fs!J+9>U|CZE?vH~$*g2?S~MV{^>WK| zw}j0tmmFF`rK#Gp`cU=IO+&+1GcI0q@pBuW+qHWaAMNF(OIp{|s(d2zu?>%@0h4p4 zm2&N@Yww?V|CNic)UCFQ+P?om+`^}#r^=@4rxwORtCjYuntXG%&$)0x+)=0xKZUJU|!$gmDllk~H3s;h^2Cut<^+AQJ@wq>F$E$e(}&K?BVUG|*sH zli|`!FGZeKiW(}RWr#2h7!1RKCy+@p5pjvyer5dvnY82TMOPCMs?^}YL39MCrAKhO zU_d4~+AtMK+&D0@$B-m*`OL^ZF$xIO6e`LO<-|~K8fC2}7=k?px zQy7#+q9&PfJNav0xu^V|w0XE`-`4uPmi<_5HkbMQ=#ITRSoX{mIn$bC1SzE(vTozL zF-ynXH1DRn%I|t%%L~=-RAVg>5d{%}2qp-tERimJ5Kw!Pq`?;2WC2+TOb%rtG6*X> z1QsQP;vf`3ly{&Dq44J}Q4=Ey(SQR<2$Sht(&h|qLg9mc+Ofb#o?aC>PIq3+QN>+# zm&hgx44Mf-s<8yk6j}zC=(=*rOcTP0(G12UB_9V$2*Ozf5=li$aC|U^Cmooq0OwGd z=e&3S-nX~DeaFf>*utH)7PpSOwdF-EnazY1sz{M^k{paDQao`;Ip;uf#}n5+jQVL?G( zOy6r`<36IsQ$LKTC1;5j8AZ*RTQU;OsKS2qFs?#Clw&p!7{;N8g&WI>l=P}}AwyR3 zvw)G9ga$Mt#`pDjoQX^RdbpT~R5|aqu$!KA&U}^c!g=w}8e7T18G8tV!O$QgqQ)51 zl5tR?kAnj-4jja#TRarEt-MXjZz{iO=GK|_El<4;JTi)3;2oDd!q+Xnj&xzI$`49F zr;-n!IBDPbtVel)5l-pn+;?qXh+*FUXYbB~w5ZZV;U^-fC@v_VA|MJX?u}@>00Iiy zwxXaS$|4{N0)ogQAVs}JQ3VwHPC>C3o1pCO+HLQ1r*GVQzi+-jW};_$nVFu6`J*Q$ zCSulziSL*1lW$gucHh?VKi?A-Stn0E=h-vQ^W-^sUPWI=Y+Fr{3e_UHs4|;@{nmnJ zOM?m-^&H8phFQqz8zv()N%y|J*T&H~OkOc$RPU|EDnG=k3QN&^XbI08!27fu{)|dR zV+BhoddW;FO~=SXF`zG0N~D(Fsp^j6`rYfLz(&|zdv>+2O_So!|9KU#_}F3?_&m%i z?#Eb6&JEy1h>BoFP95{Sg%o(!qQa5zpsstg=!j3iP&qP|?~-QEp3R+{%BkUJzEA~O zQne?^x4->uE~+pD{|^9|@c>)6Zs12+3sz}fMd8&j>%t;RJS7~X68Fv@dED~mmQ+jS z{P*{Tapm^12Fe;JYoM%wFR6hu^WWmACn(zg_Wl@`Z(ecpA2~65jv2#X`x-Zz)+nNDCZ7HaW2w7f(%JVy(Z!&$e zUjvnu zTtzW%v|vwTke1!pGMD3VCm6H`W+5)3C~8Me0gngH!)+K5VxT{!ayQjqEhojyiTHL-#kfElU>-t-^)p>OIpQ31qcxhaySvdyTK8~2IGqS1?t+7 z03)te)Uk~{EiSo39Vv}aD!NmSy8yS?qa2J;4iQ4Nt}R;dOTvGf1FFc8R|yn8|wjqz6l9b-@@;hy&72Q~LTsJOmH*1_t6_ z9(A&4XDQ+nHd@nNCS5v(-1?&@D9m9bUjhkh}rV$zB#3b=7w8qJ9h=ug;mgTpEpYTbBLpM~dFY4Ql zZEGR{zVzse#vX6hug&EGpe@Z3H3ZsTdEPMv%ox}sr4 zG~Tu9F5L~F2Iz?EBJdDt+aap1t}aj+ObxHr<7La|L_7B;NxP)`(C#KU0+nw(qvF`U zrhU!f8u5S_4CV+V49Z4iV>fIO`w2^I=QVco*d9xJTv2nyO?5X-+%&QAK%=off+C@# zf-y5S-j>hYn(blI`r+)SPtQB=yxNVmLDvE;W4!<%Cm|{pvYK8I7~sSuk$@0Of{+Gz z#g&<%J>)P+UBr(#C-h)W4Ff_BEIC@HE8&&e&=^@vr3t`bAP&sPVHH?dPzxl$M7dtz zyMzJAF^Lv^x}+X&?(DN_ zLq@Jp>R6ntsX0`G=Xi}E4kQ{&DTLClJGrm{iAzdR+;s5+i-)ZpLwv!Wj*fIi|4ai| z9UcIVOu!ua>Y@$K=0i(4j`aY?isMuZtxz$7v$s^V)dSG8c(Dg8*gsZ=IqVvAzA z+`x4MKd(|P=e=?sJUU8v-4slTL)6J0+7r)*fIO;sQjFE$7H^8a7^D2)971&f8ll2D zw2(V>NeTdMDr7Nfb<{o5(g4<%J^|CVzHtoWqJ<;q6E6WA0ni)#IMME-c)n=IdruNqwIj-2$YC2Td}?GDY)~)Ea%$?uXSkCm=Zi1C zhzC}{3}9dwyLWxI2SVS~eV1=vUR7Up^Rk;W<$ovfJpzOZsnJrQfBeIYlgf3K`EOV0 zVi%^{t8YJe?4ZXEo&mcBtlIsIDcxw`jliw ziFw&{u~?BpnTn1`)3b*vt4TsJAd^*p_lNH`tsN?qFnAMK)pGks+a;|het2T_TdVz8 zFsJ4JkhmEg@xvDAy!6sb8;@?Z&CsZ@s(YTyEq;* zp$=GG;q6RMjiGtuSWR68l6Vj~4PAYy#GREc~Ha0cs$d5m`vnyxyqD)9KSY2U$p+KtZRw`VWI zht>}@=IUhxhe2O;BPlS+ugp;lX81O$YM-)YN}x)AZ>3ml@ibz2_HO^)RrgM-pEh;- zRKI|E>_nO=7}kx*hI?CxIFcfUWB3i+#`JB6x3#Z6a|PP9wb$<0w*x=G1iHH5N^B;| zU9~rpMX$=ml_FjN>hO)(l=QIrVFq`ci!R6x1I|&A4q%=LE;+gs)bXPtx($9NGjw7k^eGQk9j@esu&Ds>wzfMa#p%Sqcw95}>^GazX zoENW0ioh4lzaVd$v3y1}4%|2pxA?&xb4=JVA==GOCf6p35VsW4`>k6tf}}b*3&vj-dHwQ;($89OR=Q@uONp*Y>(^Tc155TVAvH0f za)g`u|z+!Yn%%xckwic_)x&!GlA9N>Q&d8AWM8^}X=uB-ebc&kN9__z{bA!a z;88&lZ+bb_ZLK@MGJAj6yl=OfZU>K~-^J^NTd$a2-Sz52s~^g@2h1~(maSU0ncF5a z>-r^_gqcc%HzejPnA34y$L7e>x)+$#f+fHtapE=077ZR^?m!4ee;i(sf1DgjvY#dJ)mw2@&k9EjHW)5l9 z?6>CvNylX!PyOgrypRbWMhho2$rk$Zv4sm4o^#GQ-f9w!F9D+ytfGRJ43|gg;@5M!Vz{dK7AaOmwX{$Ya84`hZ{ z@se1=7;3~+F?t&Hx-ah@2)oyHe`)ti4{v!mkJi>5O26d<>}Y5fF&a#byfIuFd9^E0 z!R)s!0#ENr<{*=^&pvzl8`H0=x-RF|9>0FG>Ex+2Y>VL=LSwW7l^|i{$dQ&bW6voP z-IjLC`=(O~C8@n*cUAmg5GQ6J(L%uMmt`LpU$NwhCpSNt2V?p+97}&B6cyZ(8r!HK ztz+;b9?%G_cBljlFvlr)eI2z3Mbt%NWV9EPh&QtD!GoJ-VZ9j;a$rv|1HWhoY@K6! zonhOwW3JfNN|VO6ZJR5$vtrv;+n_NU+je6%w$(Td-rU=R5AXK;iQ}4U&Y6A0RGB72 z2)qVCdK!&9rlI6|z3|%Yv`T#gF5&Hsgq7j`;R-Zd6?6gk3B`^zmU8U!v1`3l zdRVU#pcaA4_szgH3pb&ag8UVS&1! z5;DUXs0f%wpEejB`4vgesa`&xa(RJO4u&(Coo&&AV_WhYEV|WKul%tAaWv*DKi-#+ zBKV@4pB+?rsxjFmPOcog6y~15!h}C0vuqn*V=~^J(=R@kt#sA+JvLUzlLeC2fNdvj zKMGtF_VE2(WNcfcj^eXz6k-&0mpkD&Ij>Z0qe!;830_{KG3tUozhzlCn4;B!ufdWC)(#cw zuzBVSQ2Fgfgf1aV$L+Hx-1ol~>?>PntOQReqN_clqfW(yC&wMkY0K6-sv5n!(e@pz zS!$oUL@>s(IL&%#IR>N!meKah{zOHw^TJ~mHafXN_;118d zmHlu@U*5>7^r#uXI)>H9RpE5t88!<$R}fJvV-YFFR_e-i{p<*K$F(-T%)R=5cLG1- zfDEy-Ma1M=YR0ti(EO6aY)%67AD7Zk*6<06f1wJd6-By4f8~t;CJ+fXl&=yGRZaiW|WGHCDt0j^RZ{f98jo#*sPcI z8-$*9Um~=mK~j;RUU^{rZ01Q9$xbzSz3E?n$xeaD~#P3y(M+DJ>dB zY7M|lcbgXEX7L65h4g?qd2qo2I+C2M+BbFYfM8~GV8@C(+y5$l^2-3h;?UwymzxyuN(cBY)Rw1rslkc|7$#UH7ri_ zk>xUuZqv#k1F4lLGJ#+%a);z|zh>O|`)}b7Qch=Njkwt$DrZ}PCF_P*Dw;VG*SY-1 zJDbAh#6#lJs$9$g$7u_}vzDc4eSxbvvF1mO+gb0K2vHS+WN2v1xDyOKL=6SUnDH<* zPI%jTBU54Z0J)YTup}WiVi{_;C%O}ojDUzFU$W-LCSS0Ho2x2WodXOe0*02xXDR2nD_&M68hnc|Ih7K8L?_)gY6}5GdD<&~Oou%JvPIDE!U?h)f`@ zS5z;x$Z_^Hy7xwN^m4xFYr3Y#;HC_2eCA<(?qiRa4`B@psHHLG#CE8Y9boB>E>g6FU7^U)?RV%n`cQDD9J(X9=Vjv!varKgzGd<8g?wFX5ebz z>6$~Pd1FIySX0(+y6|0aKi?4C5%sxo`cS|?M6N;`Hm+G6tV9h#E9 z_$ZPCUQ-U2(|0lspW9UYPO^C5iA4=hD5 zAOi3pRe+^25F-lpA+~o^4d$Y-HZ)tw6qWuMzPe9^jM+HMb-Ddo&pi1QS@ao3CgQx5 zL7rie&}GL_8HJd0umShZbT$al`<-lG5p#U!@4kVXKVR27J`vDWv0m+$C*;YFE?RV0 z6*LliNsQvP(m153EYM$#XT~`{H|Ai(xrVz1!Q|wfZ&yJO(x-L0OgyPt~jSZw#O(-GM5tC7|m{cH(%Qqx|@yA5L2YmM6e34g}$oNP?eH^`FzHdK( z4sud-zb=o}7A5gQydY9Ia!L7#Jaakk*>ye278skou1vGVFGtOhs{IV-Tt$7Hz96R* zNvHTdtiAe4HWrJ@B=PzEFepL>m=H=cYPkHnXkM3l5tu6#zyHRs`p zjAx1Ovf1a|XLTla*3Ib;&q%sZ&F9-;QH$UZ8Qcy&`*OROvz^v?cRY9e6h6Ycb~IB& z!(IS0(#&gIjX&&au7YUaS{4JN{`XQfjympb$oLi3Ds_{M)`ZhX0zksI@DEGo&eWhw z=`B$`lj&`pg`3_`C0YLFA#qbGVbnao_`r#YtjTfV+G3!ESbFVauI%qBXS^#eFCrJD zo1>!gS@tsu1SSf-&@vzRHp)q%A>oiNc9Ji@-re3W!fWL%uJWanP`W>-^eGW^Rt5jB z*Q@X!g_G&tQM5d6^jOtx^^$PnQTzPLatE&$=D}JWEus;3kKuSyZ#_*ZJn&r_!vVL6 zpw43O2Fpgu(j10C<41?vC3vEKY&`>6f3smfH-eieEVb%<0qyi{(3mK>5tN8q4d73IgX-D0qTE_j(-!z zpoDk2M2S0phPWr;AD<;IZ?*qj%3dmN%2Zls#lQ)nl?hT!a+8=!76Z)`K+U~Ksj7t4 zIGZYWRDueuv9)9M!+z=vL7ZmI9?Ofj*YoQx|FPV~gKgQXBhddd9Et$L-kwOnUQ$v5 z=h_DlU=npKkpfX|N2{>A7r@3!2-)6j{~SYecy4L;nJz{m&sx%@vib7S~*|k+_V=79l_b z0*ZiMEy@ZTIa72Qd=;7V#hl&V-L16jWegU5Ew<24WpX#YZk7ay-{rns)=C#v z@^Rhn41%-xQU$kG?Fv!U$MQ`bk_OlwnFp}Kq+@%5i|PRFA`%3F!%USvF_ zRnj%|62|m?ILx64(b8a#Co+snbkG;~X8TpsIrWZZx$Y(ITO#fhY_DGAZ;~l^sYMol zH?9IQw_f_{XKwA_jRpi>F^(!nja0Q=U6Ph)V^9N#4UxjFM=*155E;muoGI{E5Q@|d zJ#yA@nAN7PVH|58X7u{isEYf3X3DATjCCU0?614qhZR_1pIw`P7z$=f-?TD5yOVl9 z2t$kmo)5aGIf*X2_XbuF_RGk3;)B1Lf*(={@?j|~Of`qTwpZ_lxe^Dv@RH4ZYHL||AHD(7e;)>U}Jy@TAuC_DkcZpF0q~h zfKHNP%u2;ndI%U9DyQb91b`aD4lYSGh6cQ;fbN}VflyS9Nj}Rn{P96(@C}o}?EdGA zt4PLlYBS;LRdb}Z-wLJ4mNh@hkqgcHzLoGv?f#?$|FyfppPPTeGI%zv-pOXjew3w{ z5oV_L{A{>N92G3Z{T%i?CdY^mN1tnW?c2O;7TVwNr)LkQ-+P2RJQl6;EH{DJF@dS6 z$@i;QLfUy%hu?f0_?pYr9ZJ8*(x-N4Z(P_p3fWi)%{t51>3}7$PqM}Hh|t%mi*9<+ z-7f>kdTjm3JKfdZZ}ntf5Y>|7%Y92+4ZT=I(DGrH0KZcgx_YQY~1}Ah%jhhWN z_D&0K8pL@&7^Um}_s_{#_djyL!6Hx_PdOryoIq1#WHSZgw~0H>u?v6rhs9fk;h@QghF@A?mOJ#m6qkiB*Wz*>_>Yn zz58IPJG7WdL;b-ut}w#xM8_V@{DFDV7d8{<9wSl0q7{)sBnSZ>DTE5i#!!MPJxttW zE{F?jNdRsIa`UG<<47?DO+-4HmHDJBr`N5TZT=M)GB(^om>i_Oy+a#>5g@{(5vqlN z{rTom{WB&C!Lo}3Y5<2+W?!apTrgdcXcRjo7S||k{kx1+?-^>Th>|2ms&vTDhI%=1*)Q%0oaW!;^wNUEC3pf_yYMev>LqM0mFlmH7xUuXK#kB@m?tp_!jpGivf&h zx4i=`0J1J$cYA)b1h4IqV0zT5pTR7+O3pHQIPmlZHL@3?mGIHeSn^Q)h>_GKR5#JZ z2=3rM7LyYsQqo-+BpX3<9afXyFg{uCSL(|&Fza6SRQT5lLGaQG zJLaMY`TfF5e-{P>M{}NVHaUC@$=907Hx#)y(kPw20gtdV$MqSF|AbUsgfzct-(9Kw z_+@xhAiX6U*odt9#H!GBS~MX06wwL6zJpferg_=RZJ-&1p-7d}`?HWQtmOI{0MS3Q zU-(0Q0)kP zVGs~lEs0XOKS?@`PP0Uj=`1bytB>!a@c3^S6niG7XqM#cp#OG^DY6DG`vKh}VLtZ% zINJ{#lN9D{yq{+e^OE@sH|2ydRgYp?F4jN%Y6?D@qV^nSFpq>JVbWi4uiR|iA8vB0 zrvB=Giprkrau%hDX=9};(M4H!YA_uU8f@2~ZO&V%>TSA;b;%qe9*Y&;{7AMMxV+oZ zNiiAhr0>7BsSfe@aK1Xf+|6t01h&S%MtXgQrDo zm~}bEDWRirR~rGDP@)mhkd3>jL zx?cA`%4D0UI=CkL6V{l12>mU2s@z3=-82lR1s@9~0q)I;DEBvXVwsFi)iTbHulJFs zKkEOC$+8L9G_g$hI~sd*h|VuWb7p)7Z85Sn&daU4ZPZ>^(`>>`+qV0WDf>@q%R-+Z zp+jh?>Z!C2Lb;SP@DPl{iRV2Ok(JuD-FpIi-?|%f_{?mNzT4ZHE$UZNR&b$4=pgF!2xyc!k;zgUr>b?wbc5SrPKv24#*>kBd=XlhQj@YzGlm#tZ6>4- zqB=x&zZS0(R@GnB)@88w@9;tTKf26I{Xe@^ck&=(AI$k(!3Mb9c9~#U0gW9QrW+k= zagw#cFmxi?dW0}N;>Es5SCNW&An=q^+E$NQF0=3`Q0!(LI=yyB4ib@6$z#>m?`m5y z^fs+cU9t3Ahh<8XL2swM_v0G}^)ls@gpy!Pc>TxO$7_ur5>ILIoU7vmul(T*kj|a5 zeZaZ4f*Ec`vuv4CoJsGlZ?L4i9iq^L<&=2EX58gO-Lq5xNe@=(d;a7#vGiyt(o<`? zn3*JuO^E`Mdp=6)iM*kUraUNCUEs*3f903ip7=(N(`6iqzxQk%+FbD;1we|h%9mH9 zeKi30#NUkxJV(RU`hWw*mUT+?q}!4ff0sVEOaq{rZ?bIUZ~5O! zn5j8&Kh_V~J*Nj*%In6{P7Ppr?MHpQx)&7qD=}i8vhvaIYx#c_DDlO!?8`urvy7&1 zFJqDk=_{lt9ZTD!`|pW7D0gR0Ez?&85o>sfU{LtCHO6#6LqjxzaDt$C8xlwb+XFw| zAGZPn5y1~zX5+|$Onp+V2fP%>xq{s+XgFcP1ga31X|E;QuN3t$MTkVC3}HhwMEREp zo2-7&sY%ZG1{5P{pd^)26oJ6&S$N;gO}G6!j4%#4+u9@5-lc#v-t#$ck0T@de|wtincwB|8hcX( z&oXP80%)9c*rVEAGxCAY)k*J$kK^F{0%YdS+N;;@*{A+$yp;r>Xc1>Z?R39YYlsgQ6Ghmk zjmMEns3gh+*Y(zGe3=^K8f9Aza}3Lg0GUdcMd=BnFAoLi5c=F|eS^L~%zUqRB$T;oxYyt%k$+M28#)bHTu6^=S^4F-3Dj zATR%lONYf$2_qM2B8WwTQ;CiWPobcJ1;nB;qOS5Q%2@p@SbtV~*b{1D=zxX0ZjU7b ztL|GXNyif&AS)tCEPRE7p~>nir8Gbknm;Zb{RLq(O1Q&uDr0w(Y_`?ye;}&Yi<}*% zfN4@!rw;3yoW6~68?q7wCrjcJ6gIbAq!1&iT_uxuij5#;EaP63J#a-z+6BJ50Jm&u zd9KZ$;b z^1(2j6R!rRA8bDp)fe6TE;YP&)gb6$M>^GP28n8ax<18ooSrlb+1N$R1 z3BoRB^2K)xCrAB|b<48VveOLy{F|#hOnb*o{VwIr zA`TK_o6&0Vp#G$H` zP9}$#7;fgm*ich%Wn?U0!C3`AvhQhv+OKN@X*p*^ZS<7P;TSk&<6mXH=WZKE&4QU% zyyqQ3Cu=2ptBeYgq!zc_(^jkNg5T+k=;l_3xV9$%FA@V-ccH}b-W6f=^{5!v=h#lP za|+gMRp)a_zl#TdCAk~@;SJm`L1m{rS+8NgLiv40IxRk_&i|F1La1%~X1&CaezGfd z=XKg~!l>-wyXCC1R(p4bKjz;-B4rgSrG8~#y1Vb|#-6%|0zqfMwI|nSY;$;d>zUl2 z0ud+sq1Ke-vh?Q!q&v;m4WBl6M6OA4GQY>|QepW_O*;;&aS_mZ52*{?U3qxSu0Lph z3iA900YaECTGj>zNTSycLswsUtfVtR7d0kZ()rE7oAqDsxgUK*iRV!G0w3Cfa4)ye z^9fBINM!N|1} zI6MDXUyJn|bK?ZOlmRlbC2mJ7AqDO8aG0FPXN1dgsKkFEG3yI38XN(uYEywd!@V_e z75{x+BJ8&5k9wd$2XPb(!%g^manTX8^H0Z(aIo; z(xM?Iqew9&(xNz?d;ykN_uG?DE)LD;?xM(a+2oZjUK9$`)P@CWeIa) zyia{N2fbhA!XN>2de>K&zt7iOZig6|g=$}drMZR1ooSSEt`Uz6&*~FHz7~y)lOm%r z6mhTg8)3(4+M~ngB|HTi9a+V^7|wIRs2lf67d<`IY5i9Jk9s>f+u2?A-#2(YPeT=EmEXBs z=#cE>eEjyF=E<@x8GMaYVHevhvY-)je_lRktcCRdzVOkY+Y}qs?1Of$Aerta_n<$) z*Paij9%2q$)p*P7d8L+NWRS!)U}e&u$A>8Kj0xjoS>d4(cly|TP|;p)ucl9|etng? zDou>=*(~^7%D4eKga51wi^|#`b(0xW z&$yenNIW-_*Fk%GKyNnLOXVq>z^Rowvym$N+wd%XW_!bqZd`ULzhs5DPD&I5g88l^ zyr=R}*6_kb-wG$=bVjH&tvCxEKZzysW-jsMj5el6RadY6;!H2;+T#@^WqC{m%kz zwt}AE$$Ev`59H&uYqyGSaynn|bY&R`9}cH~mlzEGK8UkvK#4aD6Y!^Srt`jwXD7fs zPQE>o<~XE|w)*||*6Z)9fJgo^T9{Oc0Y+9FZ5$Gcg-p~js2N$H2 z;yV=Io$N96;xG}W(uAl5)lL$ydW^z$0APa+vQcuVlplj4jBKl+rN)5_Y5(Yr`@uJYU615Q zLZNNqaw;YtF1eyAL_`J!zm{p}K_Dw=6x5f^`PJ0= z9s;gVzD$Pd)@CPuw2n>L0}*=V%U8!)SF9b0oR(`oF3H`Km$}bW1kJjM+BdNWZu4<; zX4@xB6#XvezGA%fm;PU#OPd4`%`NoVOT!Q>>c5)6H#@`LV|tWG6kx`#?w}zjWd)Q~ zRnGh8G8Ebv8%w;vQAE?~<3FwQiICedW3o_Tw}a8To6 zlrl$BP!Jlj7O0nbvC%0t`SRUlPe-Bz`pNTtyb(h8uvPr`<@k?v!upYp9M#>a#Qh~E zjnZ`8-Bq2`z9^kl_OG+6Duuqy`58;_{N&pzl+D0hOa#sYOm3H(N0FDM8P-HbDF>|6 z*Oc(Fc;P@+_w?L#FJSX^@i=*2REF>B!Iwoe-oN z7vs^ZBB}8+fo#+eHZ-ZQz_1etLJuy3jxfL|gBVWPU0@o?o3)jFbycql;iMtDM5Yuf)puzE60{>>Y}ZSx_O zvHop|_t~YL91AW^mFgycNM{NnCz5oAlJf!LHVh=Mq3J8)a4IZuXT|?D~WW8(m(nLKHg;Zdr3)IwbCkl%g;p-uN zV)rIWy_Wr>F>96bt_O4gWoPXlYSaBsf9pldM;b3C5HBO>EfX1!sN?R!RI^8akumxc zn}#*sN0*lmKj(rILCVr=HK1z(d;N5zWG{g@2+YLQQ=82Rc19N0QF*$+#_wx-9T0vU z7!iJ1sR)Yeq7)|3p6Gb;Cbyi^-nk94 zg(C&YT?R+F8j{{W+_darUAg~0O{dOzn24M6S9+w$^$JnV8h}T=$!|G1L9U!rR+{{% zUTF}sHBeV~dmKHdX{a%F5qw~Y=IhgMlFMAlRe!P6BANAy1K|^aYJc@7h`ukr%sGvA z?~Zt-?4JV-xtO_`FaLO+4sfJWq7vXVTBG&1PKXix;pDRw_s2aKW^oJ(qR1mYVLhlOq=<3@5{A*H<`MX+^+$eMLgb|@ zuV=ZgdXGS$VWGLDWhYqQ6i$A9F9GZcv(j~TW!UL-v#*%Szhp_`u$+ig5Ojmi>-1Dw zC>74145i)6a|%Vp7}pM~37%3YV&tDJFQ0A!2*IoAvs* zpu<|RH#8&M4Wc)e9>g`+v5&3iQia44pCEHwMgmug6!Q|pA%X;&iE$RIg;6W4OxR{E zl^C~(C&x8P#7#~f}jeI>4o)u7t)4DlM*1VhX5l&*dOI3 z&QzcX5rk8YYe5GFgOfz)KmO*5;?=7&nC#@6OH=dl#oU10a3l#MvRe%N?-x}L*5FZy zc~qz#u4T=6emm)zPvkfnrM%Hj|@6Vxbmin3{qDNm8JOrAmSh9fszWCSy)d@LuO5Zoeyxy#NCK^=!m8Yg84Qa9mA z66G*oh5|SN;;~BYi};fZ3%em$4t4egbFiUL%3$}Wa`>qk<}}A=4MmZ)t0^HJEWd+JUAyReZ3oJ^;I;6YX)>JldaV4)0nA!uL>#(`Ey?(Wm?9a=Q|dZ0TB|lzkNlTFlow zeK6u5uB$@y`5;U9`*tW86rpZ?;Cpw}BQO5t1Rk8~x^KPwQwsdkIL!`F5cy`lj2Ah2 z|zNiUW7^~Z2U%OXQWLV0aleqtW%S!1a`g*Kvqfi4e812@^nk= z!l%^j@{ie-;>z<4wBQOnMHB#C1ksloe)}-JLMEDXNbvd-g+XKP`eM)K_zwvqJQ#DpzyD$jVQ%iC7+HY%DK59_oo!8qQ zK|f_gXZQ9oRM!*!FSgZ3p*N#*+?BiNmkrr|?Jhb7aFt&NCXV}wK?MCjb)Fz9=9IAh zLn5Q+suBs(4nPK7Uj8W`3E>~v9C)4gT_zq*3g!I|If7oeOm`gFB0F@T! zY`*byN%uP2Kjp_WNtEcsKQWy0bom>gZ0)s!rBB%ypN;;V3}#q7tD*OZigdAfWt>(Q z%DK}NdN_`;W=+OV8r{6!C3(L5i|IH)gGjsGs$spRFQofVGq4`6dx!9;{jV{V9>6(d zjL0#m0J!vt&qoQwWA5f55?542@{;0!CAINI`Y~z1d;3~(?upB`E#`VKNk4t1ZJP$W z7BFW}OQBOEMj7*i->Dix!H;@aikp&F8hndaz$q}=P_;Pt<7UH)Q7-zYWM{rLwxVPK zo@i#BzGO!o5glce=6=s7_c7_GwqOWHeoe1(Yb7g`uuHg6I~K2)h4e;vRR~HSgljOqp!l$`x zVS~qmh}wn+#kWhrfu5a2h)7I_kgO*O2xY}aEKs5?J>6w(2wlR7ppO1l zh!8Ac%GWPDAZN`i#xK*WvJkun??JM`X|@{Y{xD+PF_`EtLk3juGd~XIm;K)9uu^X) z|L{I2pvE_*#qek$G}Ao8MHse=%*BY{0MHXgASzOyp{`PY0YZs`(B!jb#ZIH(IOo{k z=2JqH`JBl6O%OijZ5sQx zzBH$|d}HlwJ=}%o5_F!3VOaF{(`!au>ii&ST0Kum!q2N>R=gelxt8TfVCh6-ie}hx zDdEb>O~CDv4Tv2$4q?sSkLVQ;tt~B3O}<4X`h3dabfET4s1p+>{< zB42>&jph8x4hJ&x@0^88L^+78-NA&o9@tu!IAu|XY7fTcB1H(Y)+_oP4;`d;{d12L zhyY^o3#u`Nz9po9LASjj@7H`W=kamhI`KD2t4=rEgL64&FH>HZJL>kRRvCt7$GO3hFnM zMAuK3A~nfW(ylDZm~{Ps7#mcBbveh?8w)&!sQ{9%Ma}O!3uwwi4gMql_#+(2e3oB2 z;Ot3NT*`K70#gEbfA=Y{#3nrBj#N<`4e26uxwXJ!PXkd)b`nC@+=i15TK2@gmOSOvvTbL!d$D z3^ZBC#-R=2@J`*q3}x~8u`K4StqS_ z%S?N%D43G|L{O(*8nIr3j`AcCL+D z1|&HPJX|SyNM8z$wXXG1ir0p!zBLmGR)ne!H7@A38MIhzo?23)|kK)9YtOxsOG!( zmxw(gmRRboy&rsQdx!{SA5dYCtlq}WVCf0<*5H#*#1Oh{9t?JaL?v=5XPjOUqDs4y&Ql-|xqLM?@ zrWFt+R;4PuAqz^4R5Xc$(=&}_*2(XHYFCdGiTZetM@KuCtuzY z6$i@3kL!REijc3M2JO&X{Ip5tjUu6^`|kxwZ#n$?>%q|QKA))!OM|X!alTji>)$}r zLG_T+u=Q-1fktVCq)Y1xDp=0H^oEUYyuBQv~ugh!aFuD3A1(vamI2&#A(nm<*!DGqvgreS6=`D2;>(`ox#t(Fu1STPt?T>OEG{oCG3nKpiG!OX zcb2g9`$B=(j4qfji3xgT$a=tCy3wCdAMa-WN-wid(=&Ca)^8m3Jk&Sd`RGFON5F!5 zlZspL!&?^9Mj0_a-l>_kJx=rfq`I_hTIS`XKA$F?z4f|3pYiu@gbjmc%A3B@t-_x9;f}4-QwG1NZ%xd?5HWRhyX3~M|YyE#G>D8XKyOW=H*k!>hA!Y_!W|W?_YW z5a%T1#K<$V=|W_avtn?yZSEi6;Ivq-@NBs_?2{->5^2!2iY_W0cGQOoV(w^!kcYlb z+^WHY)+rhy%#BoKq!!{iOa#lxpRTZ9_468!Imu7mkcNwt%N zmj@GCNm-G>5hsyZbS6-?@BlRYj5*pH6A4K}M5|CO=Fg;7tFHS_Fx|TNBa3yCNGw(O znl)sN8M*s{WFO|#&LAdf5=4f&J0iru32M3r3n9Tm4Oe8l-xC2_$q2G=DpU~!SKIf0 zZBiG%-*eZmfsa7~|3tbsekFEU9Qz5(equ}Kv+7VcPO#Ws{I6>_0P3il4knb91T^Ubb~ zHoXnrXsIX7ZB>>MWRTq9Yabxj+tPW+R!NjCvNA}Myf43SmobLwy^ur!!=+s^2)EH3 zH)~lnBUoi~>N|zyKE|mFVqTKh_)sb^E3EJ0Fy%8G7cFG<`@6+P>#r=<^0-Q}O#PyR z*9=9pxfoy@M^o%votbpc0U_AVMUbr1gWO)+Ox(nG=iqy0UclwaQ{(CnrYrhRUUzMu z3iPBb`~hgKftz({uZ)gx!Y1eeit@4UtNm_2oEPv!wJ&H9`WfwIz47JCoVTe80^|TC zUwe;$8@igOEMj&TXE$g#`6)J$;r*5Cos@9Vw=(}PT*>blt~R>!uq6-cwT7d-oR+c` za*`v3(4_KBFTe6p5sRv1fSg#MJ;PI>WHI~&4?1z~{;0<$ zU_B^WGdUUcSUz*sJ$ncsl6a$H`O@#^;5cm6f6+&(e{_F&AGbs2CiI1k0LP#4KqwCz zfqGMn%8q)FEuD|@T+~Gp0;$0>YJz(2S!Vx-h>(A`>x{jT=fDhZ*=gO85pQ*+4JQy)lQXKI^bjPIe9X(FtDT{MSo z?q8N~%j(RWQ{l>8{kom65$Ik zB4mYw%PRuOVG!b_l#J!Cq&>OsmK{SS)*4W&X{d=~mYBd^sN4j`+hq4Rk--P4BLfkJ zFp4f!P7=zP^s@9llal*`;<8Z(`1nHLgS-Wx6Yiu9!^uv=X@i{M3_++L3n4HpJio)k zT`zS%$-+Vwd|!SaG2~*!uihl=VuobMj<~Gm@+zhVNy1QRN*#!#sb{1_8G7Hq@A)|1 zr^FG%qW0vBab>}`{f0q}%-8l9hth;?Z!oRhT#@YTB__UC7LHOW!!c$l+fzHiDt9CB zLlQQiS7o;J6;GggVQ&b^C5lX_7hR{=wlx2Bo8Xp7m1;!%c;sVmBu!z?o#)*nrBOD; zE(Mpp9&dtP>DLS%{%dVrh{JjmC{H}>%ViEeUCOPaP@@lNiVGwpi}-KKy@gARhtmcIRBQ(!EY9?85}xfRH^; zb79rwJ7y^rp>0OL!>eF08Zp1iq`rm!7T>+rYqsLc#VKPnv!D~Pv)Mnf=5nV$s+fX6 z*_SUVKYQm3XT-CxcT`}4DY^H`lUs~?0_xP3tx5YLTzJt0;{KR&F;?%YmysW0LnEvK zcB}dBm-LbtUgk)YG_VVJW9Z`!+wExh@q0?Y{z_QkuSQxqmRP{s^MwiX$(NLLuGog; zYWTJb#L_O&S&AtN>qu1r2`z#lO7ZfNyDScF^Kpo8GP#0_83NF)i0C=T zCQ)Lba)G{ZS_WYVeEHH?1|fnPgo%+bBf}y!tw(7T@_aou(112Y+U0*YNP@NX+{a%~ zGwMxJp6u9!5TCpDZZNDriOE)s0*bAX*j2aCUSqap{@$dVaE0_cUx$O97c=#rT-{NZ zVCrh#O?K~+sgaF?2t~&q8(A9q7ZznRC_TDb+JCU!!*6m^642oe&pI@xbn6yasPQdX^xNpn%POe!) zhB4L2q?etKQ=@)wMstnBHZ8x}e;tkIK32E4SQ?`UI@?d4+pahL?HwQgmF}d`WrDLiCvbow z@mbc!5#RCzRImj7GTNLdvgI{Whf0U~#h~gkvYv#lgc9Lb0H!1HQx23HXOC`ng*eWB z*5+a_z$gId;AuAlO_$$Z1|hE0kx)hzsSn}f{jM@p<@b!#NhaW^6wPdn|wffn1>@LK@ed2%dFK^ctd?%r1N@MsjP zfz1uyL}6BiIFqy?Zf9F>{o46EV`HoD+eXKhqMI^hFCuhDS%V?%=cx7E8jE8nEdYt& zlVGsCCesPe}@f z8V^LZb@W`naxbWN|F81LT`9eg&dqE0QSmqWO+84!$#z(#D`pE|i0)FNG&zn+;`T|~ zB`oH>97C^kB9R%*`vN@+?a{%vC4M-POK?8`h&P2OHqB-4G+PkO%myLN2=TDT>M!>&|Cv%3$pSvXy!ow2W+8W*0 z*4JIn89z$76?$xj6a(&C#T_EA9G@IpNH_ZFcV#l1ysowWCu2(cnE|sSCqp+=xQV$( z9w`*ApZ#eWqz(g`wh#P5L~pjh$4^k_F40oFQE+p^m`GF~{|@=_lCWI(mR)L!mg8=< zebZD7Xjh3@l}ler|8-QAO$9*zPH2L1$CD<6&y8qmqdRFGRZc0u-W>~ry%R>c8$&Kp zwx?lFzLnfkRIR8(%^#N=4?-oFozSB2^KTZ%K8yL9y_~i{iI`+3xX%U@8X0sA6N%wgfM9uX z*fd@3w`6U&sUp$?@z${u8g4V5wJaidWio7E_q+Wa=e6lQBsu*c=v(&8lJ?WD17H)(9!w!Zaz@80im>>qKD>z;FtagHzo%RVS&%mJfe6zQ-$^W(*mkD6)&7w1p5R^wEHQ=4s1Zrg_? znMc{x!k8?I8B909=lwtsy}r+8}U>YTQ*^;Tx7K&8g){BqPBL|941Xef=pccWm0SC4Ic|E~gwzF!uJM4vIrE z&Coa|XijECaR$28zHR^c>JVrVhp1K=GJKw&>mF{7(m3zihGh7|N;3%Pjb+d%wZWKR zt!18iGGSse*MNXe?}n>j75Z>#n{gjonk6%xn_%0KB2aQT1xo8{y9ynYRbEHY(u^`Rp>30)6bW&6P%!`CxKytCQL+USMGb z0uD#VvH&>`*PR6#32C1lV-09xJ(1!L$^ZK?j-4ToGik)qdpIml~aUf9ZE2`Rda zne*<;por+XJL%2(*U&K8)wnP#NK3s-$zS+qSbG`Z3d|P#*|mKD4| z7L}`h&Xp$`8%nOCBTe(m=(kKz%l~41+Ghpm8 zx5-N81nNQ<7oiD^M0sNx2|;_W91l4;m;w^1-EQwQg z9}tB3a&=PFBdH^mI*Lrf@xHpU6f!i;-K@QQIGn#|>7!iNq*=3DJ%dxMdDU?xsEP$n zEsx!TFcmJzMlTBqS~cM32}iFZ-X-l-$Ub9+@k%l)CQjmymjYHH3vu>X<0zuR;Wkug zvz&snBynfCuLDs!N8o%cbt%9~#34*i)&Ah@w-3}*7f?u*Vq#t5T;MCuLw|9Dmy@%b z(`!g3ak-o={v8L`bdNV$uEY%q3E~3{qtp<@?_lHd-y3Qk9fCcN;=V4Ie-Ri`eCzSB zG3C_u-D-cc3qZ;cSAMzPLy=!T*ti>ia9*;tS(cMj$&?(Vob@1+|01JEF|r#Z{{D}D zzsRMcEK!O{CQs!gwnLZVnO3)SKPW@9pM~SB&gSUvhU*>=u=?M_#A$DPeIfnfA zA6bE0;{3H;(6SVeUzL<||BqUPBjRy^D9tn!t0)|blp7}Qw(>kA17c?|smG2C-+P&q zI{9=z*u^QrXnR>ftL6M zh|}0R8?1{x>{VAh?`A;?U-F{2QrS4a7o(pv`rGsrd+mDkdml}`zB7JrPsEDu6{2*0 zWbO^Lv{wyR7my>V7tGhJFK!NZKVC^SF9L+vWup5?(#oe@xxX8{@)7bDlGb#RA}eo- zDAueo;2vR^bR#8g)Ts?(H@dB0TI-^>$*Mf7_PHu_f`m%VSxYas^xAWCnBnoccbEVr zyWJWGP8w^A;?~oh43|OQZp)iS`;HrAWeN8u zG))fTk4D6`f9Iw&Z|KifJ)-stO5Z$QL4iA;0n?@W=l_ZE_WA<2jR(L!KR_vF3g)EVLi9^F3ZBTQ+m_S?0nI zt;TD&xXS?k5O|e)V3T!WM8g2YA!Y>NK{HS^?Pz&XL35rM!N|PQr*Y*GI1X9Fgjko3 zlKoV|R<=}*^*7-28AMqngF?yV2KNc7O2=F-{B97n*h{RTw0P(g}SU zysi-GXo)`oclugV-7T{o9yWC1*G4t=rdiQ~; zrtC~$Lw@3W+UKPCoNW=NkXAEASQ-&T@f(n#f| z?N-O626V!hI>-tOSiFRp{L2{e`^svYl3<%a?5Iqj2zrc&bEjxcSR%zX)K$gutSn*; ztCFkC!1X{ClRz)Y3qquD04o1#UtSr4Tgg(G({o_qZUr``J~X0=p<}n(9YQD6kNSTA zb+8aZc-l-$&Z_dIHR`R$Me^pc-}(#fSMA*dv9^RAzpbkub1FSt3^ZQn+vDiH9m~7( zC5zy>e|=SfDg34`$6vgEX>Q>KNmm{%fH`y~6@?~EWP|p^NOi|SO~j5af!h*%5B+I? zlfok^ZhqtRZ0ZgtJJ+5DXAjJ@VSfAl^e#4AA(!m6->=Kg%?$z`QSQ#w_sNx*$tVDI zKi^Adh#E#sbZzuR)^j~@)9H!Xm|K50Ddzzikv@#KK$bU1E6Bds+8D0lUjY$T*YQrz z=ULC^N$#h#17Tbd|Pm2?*kwPjjhQz`4 z5Yg8bvnzBHbO80vjyS?wg(WC4uy71RhG|rC6K7oVu3U&bOVPjmQ1kU#V~wdups0Ka zoyneF_heI zmSY+PLG73q0L}y}7eek&KJ~|7II2y57tm>e1afsAU@sr7mG+*rV_soV-XuLQ|YPyB)sWtzH~&8d(~Cqn&qKK z@^#O>@qXy4-yJn>f=l6UAdt){=($Skov!vlA03# z60maa+IQDQA%e4L^N>;8iKv8u7UbCc>!`g-SVInv24cYy&H3~zIIsC5OCAY_{!CpJM68JcOY=|4?zig?3qk)hgOgt77X@S0fu;BEt5 zH$-5RCb4jWed5)y)FSM>bo-(Taxsjj0mcLE-KS{$z$PIqEw8{v-JpZ&%1A)4k%Ds45_E~5;-scgM$6Sa$GNAd3B>3b--QgQ^f_Os!J z^a@#Pao}O*2MX{%sPw`P&^7j}ffTG&!yiO^bqSFf+Rr#pe4Q*p;nISMpGJWt66pExpgud34RusZe>h9s1)lFM01 zULx^-;*!v%{)kG@ZH6+FP@&3D{8f_O|3=ydtccuYdI`{kzfcbI0`lT{1?`|BcP)~pu6PoVkM_**M*-{c}G3@06z9K z?olO%XxJFG-H(F;ajyGa_h(kGhy>-PlPn+x#EMlKu#PmJJE0OB^|>k3-!fSl?3tY7 zX!fXG%VEOJu1^x>>m~Q=W%}!V+6;DDxOx}$-85Dp#Ie*K9-jUsha6aJ@)w5k*oMFB z=DebTEgMtDRh$g3$vLTm)W@w0#3?gy(T=nkvET{|-@r^ZxfFlt_Q1LQsEbYKF6vJ1 z{EbPr+(dBSt5wf*;?T)K7INsjdr3^&=lK{|`toI70v?!z;n&Wku5dAwUQm6c@6D!S z1l?G2r6m4$Xc#bfHGKcE0FGI|`^W!E(~ZHV#|goT_%(sd)d9+6wDHbS>o0FYZ$6zU z)-A32OTXGnhLt+cz8ColXxx(yy^-{MjkW{5o)fK1jU7BMF5Y6U3ccDNs)sM+40eqW z^*<+V!=;O11qJLb3mh9_B(jvhzE(Q!NEs^Fjql4vW!LCz=m92`e+p;-SUB3#NbFyn~7fH{16Y zH@|!M);lX3IA8Q}o;`CZB;Dl^wK*0IYpuC%jns~Tmh=_UlNZXo-NJ@nPq zV_SDQC-XnwWFji!06qhg1pKHGQoj@R$9=zQQETQai~JK{WbkRMwjuDJ!S4*kboYs3 z`Vmdnj|{zRT;o$F+I>3rM{1V3iH$4D25Nu3W0CT3`pl&HYT^zU5*lvYSH$b%(ynrm z{19eOz>kr@i8+NauZu9rbB#c{DJmmPL$k30N`cqlMq-u5cz`R7M5)FHcE@eQ7R6_f zYS`$?l@$O0dW-oO&f43LSh~00S~(qP zw+B+fX(Wq{AnSL~zlE=1Iv8NXm7|msl8?fpQ-7-b%vTmfTF>5&?w8z%2m_u0z3JK$E zA-N{e!!Gf*d(35(q#P~{0IZO-lqKf8QuJs$eJma!zif!AwEDCFn$C@z($`L1Rx6#A z1H!RFmKibpIgw*$Uct_buKONp?D!e+pre9&LD_$WHj5joq`U2BgZoa*1Z!^R@0Z^s z=kI>_-e~msg)HfCDRD8V?WPjIh9HqC9S9PNpfLsS1V%R)JkdTxA<+mWAxc2L-t6va zIg^66IT4-{>5KNzbj6b<27sTx#%5Y@U#=YnBz0YJpV6DF87%`Cz5h%SE{Y-!4i1Dr zexfii=y%NbZyYC(bm^_Ox|&)JL=OmP85#~n1%k-flxMIS1&aistv4@rOE7;#{L{{lPCI{0)T@B3b4r zaU=(YQ6GyHR&MT((~lT#{pNV%4z4<@ z%#U%WE5jKf{8BaflZ~}T`wVXsEkROz98ShTvK0Xm?lk^Ld0Oy01$$gU!f8cka<)*8 zVMce-YcuaAM=+vtG)^fRnbg)_{l0G8t|obJi|eT@FAd+Oe3Ke8GP|MT*dD!FkCM6c z+&A9OSknqP=dZLqr_-6{%m-*haWRPmUhQHSLwKSpZ&e>~483N!-iTenFzM@{W!>L^ zP;nk(7y{@V-V@&&_CzX+^K!$5ee+>y^?}o`;=iD88pYl&fIzM$S zf1Qb9gQHY|uGBeWhs+zAPPY8(Qh=0OFmP;-3B%%5s=|SKrw+FX|K-$F9p_qygK@!M z4OCEXLTe;kvX%s%*7(5WEln>POn$^wZa73mJIF=O`IJLnCe+^KjQ?~b?>|BLBt`Q2 zde>BYe1oa7rC%rCw#0;bvL9-5!`m-;KSVCj)I@ZiYVK@NiThO zkr!oihzq2i`-mTWku&-!!XkidgnWsQM>Yw=6cv^tOB& zx~-iU?1u4e6rz)dER{XT=lY5!uK@4o4nu%qxA+Abb?7(giouZ~7nY`aH9l=Z_X!ZP z%lC7l=N$oS#z5TlRBcc|DPIf3=Pk376<1CYR+jK7g>v3#!?>zfM7G!-!4*|1=A^++ zhbZ(LENz!n8dDULb88jperz%wiQxrb4AzccL|7FrCek!EnGBr^VY=z%K{!&YDp$Ip zvYMon@m)qnR};Vbo!VrMqoCW>wR&Ih1ld90(oiCKc@ZkUqW@&atUoG>A}G)-y!36> z=c)-5W5xLS?OZ6Qdi?YJC^vms2I=FX2UKm})b8?dzS6*OLEK?)t#|RRa<@9NwmIq% z4Qga}S1UtKlzRKbcOG>lk)js<;rjF2jm;gg(zgKbnMuh@gbJk{Iu-aG0shWaE=&ND z^;&au=y!HSQWM_U3JO=1d=(9_!?!u}i4=d#IyUSpz|!rx3HQ`?7^;oBlbXMXp^6)0 z-(EF5aL5mOGQm*Qa~)>CVpu($^f92LReF$`6}laqY~SDJU23PRwKpWWvK!5E;U z1yv+iDMpT|fx-f=IQXk$-)fo~UW$5Fl413Q%sOW9sFFQT9|)XAr4nTNt!}wMY4_SQ zF=;*1zwYeVHr`7O^KD~J{<;eBs;k>|rH?fw*;+J=YvdmT-Km=$P9;Gg?r7lDMbvj| z%h;C{R1tl?Kc~=gEI5dgK(;o)XXrd7I57T11V8^Vwz+<*(rZ;{+WDsMt8?BtzAv(? zfiei{@3&vi=9bH!nx%q#2Sac|dbJ#EgA4~Pa@84G>CI1R(v%Xpf$ZZ9{sl|GfRz;iCoJ`vE6K z5c5)j8*<%F&uhcm8D4-|FG{Py=+1X@*CXZICe24@aI)@s)pc3o2J?wC5+a5q_|I?A zsHM%GZIl8S%dh)lP5bo`DB7t~`al0TAZ zF3}ATYMKiY9178+1p&VABfjr{ZG9*>!|IxD zXviFT2#HSk^qdNJy6SK8vO7-aJ*=6j+U>ryI%GODD`+tBLY#81X^*Vo!ejeX5C?EU z^qzt#>pV647A%BENe&X$u>6wd+JJ2)>en> z0)fckh1f{jt^<+K9;ue%U??`b4E3Ah3VzWNdZ|R+x}-`AwT6pYzz|cI7{~33SN$5O z^5?xt?=52*ZY>c=b6nxptvGuX?{i4L!*z$1Mko)sL$cV#f}-@?FNG>~OffMpD36ON z0ON+R;3ky0DO$je-%S_a5i;3ULXbU~y049&S7*L2pBmW~iJxkVR^+w<6BQ@YFR(L; zk;7hpHCLA$1heq#6I)<*6n*~%6|3$tldXi1+07=Q#*M`A(4H!<4Y8g0D!E_IG%0Gr z@O%?#YCzM~efO}`+||6Z4PzPJt9~zv0|_NE6S_de>vYW#v=LS3p4W^~Z& zUHW*z+xqKxF@I*(9)xQ)Aoq{LK^D)u@E&>EXg__Ao?2!4)pNDpje=|;B713Eo-JaEnZEo!ER3&ig_Bujt=u zCX_7<9Ki;W?di&W`T05JiI%lZrd|sv#h~+8@Q+Ec-I5Yvj1sxU5_tllpr30$YD7Ti zF*_e%T>C#oD;9pxt5-Q|IuuBb4|*#>nncZF8W?x`LoG3|7277=E*DK ztPhqX>3QzRKM>YN+g?_Z1}r0H+SZ#m7qE$mucYRd;YqgIhH6|M>_nO1Hp^^m?jFx{ zCTf%S0I{MDkh-}Bs;tSnup$HS_+Xg|j@Twr-Ucmq}2nXWBT zUn03r1Kt8E@t`gZg*-t_UD9)mE)|e+ub#&hisM`OUT-9hbvLAF^Otkvc_ky)-H`od zZ_MY3y6WFAm6}Hqv$N?r#lXU4$lB+!&f~(!kZ9b)E|Ow2Kxn>u>BVYO0}wlM8?|!K zReffcotU+EkwhyueN932`mOBXl9Ki^350_#O;tJ99_kRXH#}CU5 zQO+yt8L#8$h||D1oIhGuQ>SZXy`3f9>!o{#KY~2p{$!Zt{?9T+`H?$V7L@bRC%Z_E zh$Xmi?O~Faq|AOIGhDmm%(H|H3PTrPpI2Xu{DH6*H-QEbXe2(6PL$$tm1z}h8`%EU z*iK|X1?z1%W5z;R^7fdCxw^H9>)Q&4_&}Pj_U={649W7F@Ipn8B9S?eU*pK>Gx)x&kBk&>z0`E-yC+jzT%Q8(JTyDJ8+>!SwIQn+9c`;AC)C zIgggYN(}g+8ZGnG{9y-saKBiQIQ z`6N&3-2WPvyR=x-b=IMxi0BMBcXN#3iYO3}*$Yy@QelH~HYWIb9sdld0wbWz4&8g9 z{6~o_rLzn3Z=7#G8SCx4#Z~&n5mRh74-EXQ$3fIY{&8-k1NCEp*Z9m#XJ+y0;l{QI zgy-tRP#`Eu&Q$9Di4an^Kd<4sC*%eL)8i?Q^Npgs07tsc-_iW+1XOo3`w;Px`!M`A zeMt>nutT?_c4??Bw6=pfaMN$LvFXero9r4JLHd#$T%#mtk#`Fiio~=vy7xBvfc)Dl z&!(YcqwPKcYUJX6=|fBRhm9p9WQruLIWv0kB(ET8wK8H0!OmLiTQ;j~Or1yEufB&6 zkJOF2%?>#v$-Q%P>UnJYRXB9B6OIBb42sc7%L$D`o3_w5o$*AbM@SKJ&|j4to$LvFymmGj+y&3`avwkanDVn3DqTg)9LMcDcz$fe}$ukS7T zrCAe8)0aJK*SS-IC4YsKu}$*F>wfz4cG@ly@a~1>nUfAU3|C~FR*X(UT}fF3tQ9#% zu#`e+^6SDWuwTFa%m-j8!14G(Dk|q^m3NfDOgGzPHhC|?CX?Lj#S0K$>H3mzGKJv0ZX-)B&)z*9^U%5 zwXiV%Q#V*|HehkL*=IN{@$+qeFJ*X$TakCg&Iy-1w2%_&=g^h7Bc1$uL2uVJT2NL9}yEz6HFEpCG96XGOI^ z$|rHba5fU3$f@PI3)Gb*WiY2`D!&IBayV`vR76~4aBY6%u3Fi*3S}Jl!E$bKXg1s! zz@&d)c`dkAV7Kuqx`?xQa@baur~=zI#pGNJ__ET>^H2R0Iv0Z(_r+@MhEt0Jp@8?v zlpi#q#Bf*@s1}hKA=Tq03ouo9q{G)7yNesT44{K;-k}l_o-%_u+N|@epfasNyHqzDS;jz_q6vuA2wczp$m>?Ike`X z?+1H`yjmXCMOe359EL*aITw~T7GCiHYqw|0CWbeY9lNHpEVdt&wzckk#7HK7u$aaD zri~y`BkSLgvS3ot?ooCtm;+(~k2D0+LR1W}e44Bca2mfGNa1Xe$luhgOmgUTR1(S* z_If6)SSbr-y*#c<>n;-+zIls_gBUJyc7|FbX%uLT8M4t-CAfKnWy{K~3IuTt84zR$ z*tU62&INNyrt9Lo^+e32lndXLj3tevp@{I5nNkao35=xh1%F*Xe7LIrW@z6^jYs$g zFD2m$aTlGKh=L6Y%jw+kZO){hIh?$QbH{oQ7(SzH z_@DZzcBMs~YrXFxZLL?#xP&H#K0%@th5^m0i$r(%s zA7y%>nY?euH{ZPR$H$S7GZD2&(P_0HfI4@=M0Pa`V!rv{BAUo${L=5*O|^5r7!$Je zPDfUbgveUnev)ZeMOjX&&oL&&&7QiK2^0Nl+K!U1)=#Mp8HP(77jVT3W73gMEsMRO z$VzvFMujKB&Arm$JL&5V&8>}-MYk|BLeO5QN6}9+fcAg3LNfTRc`)5SJ~LzGzkUz- zF)G-x>*4=|Mhr16{Ijz>gG#T)+&jh%1sTGl*=HFwG_A?RA{&owU-iuJ#dxxhLk)76 z#{t6gW@zZEKshmff5Qzb`xsSAit+vs)S=!#Gc#c*$&$(us;P~=FyZKOrv%15s?24h z=5n+dXo2hM*Z6bSRa#|K5JEsgUM&ASDbm@SEJ{*B)%wlyI=% zjGK8iw~-*x2m4TRwDsu4qaB3tip?&%d3Z9d)DHXtUZ z>uDYv7#M>dJ!z6Tk{tlS{@f@!{7?*cq_ZitI8;IUVbVPF5Lz-*^}Fm0;@_Z~CCv5P zo#K-Y07bf=!ou-?j;ClfYq)jDNO*F;L|H35Fcpf5Erg4Bnvdw}Gq1@pwMW$H`(T8y zUV7gLP=wTg{ptq!0Rk2Wl!Gk5aKb-y&uXoVQdn+P(sA$*d1jq$L-S)&22!}YGZnzV zG1*eRjB4BSWWDa|Tg!AUw)oMqAX!jI3kXf%wk;b4_xs{=6*xiMW&DZc^XRJfm&VpK zj$-w9%SH$|X7(&K=VrAh-?brMmHQ>fheAW#=a7YKeOg5b-SxZi+tkI&TQ$ayxlEn> z(?n{;YJt{8oio@afoG?MxnQDTlp`OStv;+Ksob>|Tg9<_gEd;uTt9X1eEmAUHCZ5X zQ@4vi>T;bYu(WLjr!TQtE&zOBQr;iEmrN`KDklXf#J+dtkb@d+QNJ4!K@j~(n?6f3 z&guu`6henM1ll5Eb1}jcqK3+t8zTZG5>(~-^Y~n6M|skdF&xlC7OR6bn(UG_&zL$d z13-GmUAZ%k7Mhi7nf3E}yN^}RkQ}wI9Qa-293N;ffese~D+76sZ6wa?5AJNRLq(q8G9hx8 z$nY)LZBiCKfw}C?nqQW*b&Y#$XxOg_R9?Ej>&a`zXwWb`S>lF=CFc9@f{{#FU5>lycnt}&;%*`~^&X&`&va(IJo za}FLrwQMJf(pai6odt_UToBx1D#;qD&P>8?VMu;&u=4gt+I9udF)ik8qvvKCr?uLe zLHJ)U=UtK^v`_a<1!Oh%)AAa=<1f-uI8wElN4bbRuDMpCMr@ zC3PN!M4V_8OaDAAx|!YN1>4GFLi2g9`9A8WAcJQ&CugjU=eE>KF2YE(VEeQ9YK z0-ntNhwc+9q0&;qNKz{yVr4t(7^1&-8&lbvY|GJR`tNren;0!QPlgT`vx`wKm(IGK zWtdShWi%FaKmv$}-5eC#zV&(^nc@`2G6`p|yp-yvg9^yz?)Ou~!$3lqRO{`n2{Ut= zLCYTv7CQ|~W#85I2TvQ0jq$~tr%LOuB@uetYnH7?ne%#-%{9pnvrsOQBwP2i|#Bo5-(sew~lG>S<`9KVX|grLKiYcD#5pE6U#m9V#k zSEA0gRX)$4AyLoV8fvh%i+8EactFQUy>I4q-LL9y7ODsG`FVg0?fGG znaX!Uk#cWcQvix{1^V`$KdEt$XnL!%o(?#`B1BUi!Z^!qRJKW;yN8mr+wOB@3+vWa z&w={hqty%6FMH(J|RqPkdDdO$;_bDov$>@nG_bE>*cwA1i;f6 zMs~UIC+`h^-)xaU`Y7$tQ)1-d4<<<+CY!FONdrVvIUJdo7%8?a_QB}kjy#AxIKKtL z1zNJGm%zg{P6Et*jXQF)nAY9ZVsTqD7_09ZKc7D|LBo>(!y2eqtg^s z<0m^)SR%upbX)67H+GDGy?`^uN@Ok!b5EzO=7*0@q~Md(pZz(j0kH0W0tGGp3Vq!P zRi0IDK&k@h<-Z{ysvVu=lY)bxw>cU?TGeaS(+4h!!kZaePMH=9#2)lE5?%i7>?6y% zB!%N~d^8z(6DEGx=#h|i_^w*iFlhkgJ~}w^tqO(VyVAGDpkk;Ztc+458bY6r6!$Q0d9=g_MWZMB#+PhC8?u z^pCU>H#mA|HPDhVG9CvqME^qaJIIe?gS1{zGNF-YBPDMpN0VMiGphMLar`=drwIkDpeUyBpX+agyQm&Ur5V-<`K zvnVT(*kmvXQ>UXdcDpCa_6RAy0%wpOm}nRC9;~ORb|N1LH#NDBNtc16Kd2YWv7j=g zloTeBS76E<{)1de;utW^3**ozyxGj?$ux6XqG45J-tPSHt_9_({-WOV>gz+biGgtn zms9&%5E&XW9O8Pm)s(9F_4mVYpV{}^EBQl|Lc_DfmqTtg2u)Qc?{2g?MKm;8`zUZ)zbEavS zT<^uFx;bTx(y;^c6UC3fL^W2Z_j-!pV3#7F7(S;8Ugitet$;9k2O!2Ww zWd(nkvVdVdQG^yiJ75947xAxA&5quHtFKJQLV?EIqP(N}EpniqFp%lD#blaswp}#| zmhMkkpM!9)eQ%pax1aIZ?bidSW|}XjnKkDS;&Dy_z4{V_soyR(#|&bZxBO0*sW5R} z)ItY=h0S@?tcs5K5HLQ1l6KIb=1QvPm^nT#%dMXJFVzJ_`8D?6)0_7f*qmCZA#N^Y zLB{Ltpmu>TZv!Afm;>Eh_a;WWJeU$bQHZ&7{O${H@^oQ=B{fdawP~`<-f%v6VnWH# z!%(yAEV_=Bi8QqC2z?mFxB z3j@~|7kv}-qFiFtZ_7#eqqSqEi|{ z{~h#<8`A+9C3}Z|biid~V5Ps<{+a1Px2xmfKTkBRla=$fyPp2#eE9t3{eGWY+G8z2 zZX_P^7mZTejl#$PGe$(%DScq0Xtv&xozSS{rTHmZ|jbvm#gCtj}q`*M6|E!Ybb|jjewffwnM)0BC0SH8`BgA9B zHmLc_pvnH<@9zz2-$?@0S2Y{C(CAg7E&Iv<)bG1cH63Uit8{7S^R#b*Qhq<)p$l=n zh@g2wY{C8f2|NQBp^1r_0{!)rUDfwd2e|xjJD@iU;PyHmg~@O2>Cgwjz_G^TJ;b?* z`eH93m;v@!DA!kf&C^Vr%}I=>n)Ge`F|9KQ4A=Y4^GgQoYcbY$g}7*cc1RR}S-{uA zR6W*7E{}Ul>o78CbQ%@qM%fN#NoP?dx7t7CoXy=_DSJ5|=jZqOb05Uf;b4w5iq*aj zcbk73!N(L+O17*Fdfq*B!(liZie3M-f9D37-b&}r;(g)U>F<-p^VFSdD;CZ*7^pZ% zc+HQJ=4E3@QllcfDw{RT!I}@oWGgA(inqNQaL%%>=s%y8V|USyMQ40-rWb`=PuFN4 zvO+YKk}xl0A>(Uyp-QQu90pQP6a9rE8Q=OPgAkE=mi})y|epU(eih4G1t{$ z$l?OUfecAie9kPzqB|bJ@_ok~o>%9nJNbAh2k23rzIyD)TY`E_WtM^k@>sZTXjDeA zL}H%y6L|+otNNnQ&R~A-3aw?T%&Y!ZPEZz-u@a4iSffOB_@9Vc?4LqkHD7plJwE!! z_obx`HF_7JdTNJ6zb<>hr1ZIkTKrR@pJDQ0knqJls~x0(tA2$1f?adC8XWZ4M=jd3 z!!6axZ?lFT$!G&c8}$osA_1XK`dcjHy?LF7*|^z7t>YV&>gXk&A_ zSm40#_;VIQUYjDh?|}dHVECmDs8V1Dv;Je0*$*l7LzSB2OKo0+PVc+JGO9S=Xe*{h z9!X1^VrCb)k@hr3NfJrA*L~dmI%#)DGM7pKWBXo^=^Q7XzVl$3%lv@s0J%ZI@o&H|a0K(TX~$8ZiF@fCO#jzw)gM1BBlm50YK5qsWoZzoN1$H=Tm>gMZ{7o2!rk+tSX4mA}Nk-J|a8n&o0sgj)aor z!Y+3f@nGfhBD7r8C^-#J9{LQNAT(G%nC8OHy>d<(>QMkj*RDzw2!n>H&l(n)P6SOb zYAiRpqc)$96ZDMv2)1|(hw}LW=kRTHa#v@Cc&zEJK{3#KIV=bjf?#GtnTX+3LQ`2& z6bqF+h>EFG`kHg%JBfAsj6NUz#hRk}yN>-7A1JLt(U6L5JGy_*P% z*9C?oSPis`NCLystaV&#r*Hxocus1o25vX3awLwBh9yQohHJCwPxhEU1O#2ECi0(oe3M=aXv9DUG~I$-%=}&y1FtZs zr(wuDGP)pSwN~||nQ{UVpgo^jgscbcC^YBQPqmyfZ}QgqG9!<__x>b^o%MF+jh)>O z&ZnZv1!nDuq&6>b`RdzC8y^8;`{ecJm#-KPnoRO7rN3UNaSWP%VC5oSZ8$hh9LUbm z9;W!F(zjD?tkX*yJ@%dV3m}Br5(yT0jJ|npJ{9(MW*1qq06q$FeH6$qPV-S+{V@j= zE8Pxu7lo1e1+kbFl3TTRUxX!oOl4c~Z@Mw-Kc_R^AYu8(kGI)h?@<^oQ-(xYN^ou6 zg~%HW)Ooj^%r`(!U$cEjOcRG5V%A>RIrp9ltR!wcP@^Mj`wk%UT;k9dD?knU;$A?z zV;;PiG`p{=*0+BHLNntMHI0t?@$gdN3v5#oVlmeW?^Z~nkPwoChZL;`dT6JdO37ej zr$Pt%<8cN%MRa%0m&f>P7+&;_5@YFE-Iv|#_|ZY6o#;pNu7NK?L!!1fEE4Iu?nRs@ z!!<3({a$~x2gVSA`vC+dwvX5E0HzjfRDN`2aR`ZJaleMA@NQHX9V^^@(954yw~1J} z*nW}%6Fq_xjQ{P1rEiOq)BhPrh*(!DxUg}kP*7f8yc~|79uMZoz~qcRV^nnw!mE`z z#yA2&nhU=(R>V6u-c`2#QbOds@Avau@q`a1^IPDY@78`flqE3qa6RkDN>mP;K5NY? z(!$R2WzD@u$fYCB40^azKin0VJo&pZ-a<CYC8ixmuPOAG2zi7Cf7LPbY5QJi?RwJz zi-LfcXl?WFHAw{AU`*w3Q;_L~BCt#4>3>Z(djJ2iiT?#lEnIP;@3^zwh*k%&Taq`> zN^L&*ZD}(%It>Er4PQU2(Wmplbwr7w8PlK@gtXUp1Ubm5d$Dow6eR?QRcB=9qnBWu zAiG=wS>LPi`@pwFm_zUe*p2p@wE77iz+3=Y?Bp=a-2@pd<))2+IEnl(X6=eqP~&_* z-Si+(QxQk-gOe2CX#x{R`f8wa8=(yP{3-!-s}KD-y-EO_4Qb!zd@^>cdnxSWmarc1`jCGr~RTgv45Nwo1HnAoPd2GVQ*f7he; z2wW7*TZ1Slh1jv}mNPGJ^3H#bb-MoOP{zVCq5(t13S2ZV9ww@%pJ~lTvzxWohhc`~ zX!D|L8C;n|=FlVlGF-A3Xk%p@Sy?&U9JD<<#mED#iR<$11Cjbn1Tn+M3qdXpQmgP$ zet)z!a51<$%=v6qz*!z>7(K5pXf3)_ag*RqkWB4gb4D{x;3}9C4sgHFgN{P?X6bx5 z))0Ku7f34*aN*ogMk=y(`|Ig(VT3)VFBTnE04G$C1|QOdLH1>oJD_(zEU_|u``YY% z(gcfA`t%Lg`kcS%E927LxPt%(#; z;#P9`c%#yx0<@V?(it#dxZdP_<0ANE41M7)E$Fe(Fl?U#-)T4(gG#k^y_*aJy-i*) z6dBxqS{NFjHeC@8j#4R~p4{v)vidkQ;Pqwbl51P3Sk0YHDV%g?s0 zhn>cQaI^W=bH{C)U+pt=-^BEx>`xDoa{fBcQVZF$x6ukXaWu-Xs}VXosTYnJ%4UC5 z)L=VzVOj);GeIlx>)!W^g-Pq^&qRdHpGk;L&<>#N4piD!zzUTY?@KyFv)qI;c z9++Efcy@;*r@|qmY>mU|`E-7QG>3Dk|Gc7kQZ`=b^uvY;w)aH|bj$ z8PSjzF$;}!=LCbG=9|qifj$Jhk&cQcs=1yUqZZt+_j;Sq=|-r3o41Xi{}yB2|7Vce ze%tS17|GkxUG%}U$0ZQHK2ZB^Q=v~Al)b)LASukao38Xye-O>3v0`)fPv%jSHEtv4kUyqmAo8uht*53s} zA;T|3&5q4l!i6qS+3brLyMyIXLs$%tS@*>nEn-~d({uJ`C`ikqJdhV+Gc=R5I-(W! zLAR4Mcf3AJj}a*#Ll6dLR}DZ*MwISS5Qh||oULnJQW>!)HYFhDMo=IxAw$^o!I2Lf zSYvSb(^x50Z2Yw$Axu{8mmQPDaOyAZWCX~Ik@&F&p+$-{L+BNY*15yAlOUF8srguV zp31&6QRP0B&;&(z(>XjPQ`W#*0xeh0Qny!FWU-IeMBBw)EA!_X89x6p(}vM(HpZx% ziQwlRs+IEyNZvjqF$1ui)Aba06C>8 zQAm||8TSOd&g7#iQB_aAzUyT7hSb+q_B)~l1U_#?un1Zmp#(@h9Lm}%cSC9^e>O}l zL}uY7c#Q|x;SezH@R?8JPB@APq@4)^IFVsc(1<_04WD4|0OQx8 zVp4Uc-R$c2VYs|D8SSP^bdFDdHPy*`ga|Uf!xWn@dHgTl$}fg#2w?r)x) z)M}-DZ7V8=T9omv{g&BAr(6UH zGwL7hs+Wm6RA+j###pVGRR3$!sNsGr7>YPy(w^XwDr}L&7OlG=_XLfeCY<8xvGPMk zKU=Wo^ZW`}0%dkZZ=_Jlp0>|GT)i4ZKXdyGxf?Gg4>;R)(yEwsIj=cEk3?+Xqo#^Y z#e1v#C^!5Stc&>xr7mAMbIjlQtK>F5L{)=V2&4vDSc z5gpjlmdYpA&gV;8+0w6tj5L{KnUfM@4%9AvkDcy8H#^TT=bN8p(;`=Z^6EW`&q#%g z_^#mVVz-g3J7NRZ%iOK^PGz$*8F0I0Z!zJd zi!orLXE8|CYG+>KAKdhtiaMd8V*ebA$LepU!Oeksm%iSX=_VNDY zEJ*M5P8MTy7g)D{>DPo`re#aHIM&V)Y~xZ{n%+fp)hxuwB9_JSvF2RK$EV9V``=^+ z0j${PRbWleu12m)S~QWm_@unYS1F*Zw9xPXBC2DOSvhmd!A7yRZS-!?lQ3T#hpK3( zE;H|`oFln$Cj)wXZ`!lDwq8X9V#-Fe*%)XEHiomSkV`2Ax?N0Ks&l_AHcn)EB{tnq z7f!?KtiM@)N()i_lsy=ajtwdPj#Z$e2nw*05}zz&zDhifl$xO(^?Ref)i7yBGS7;E z>^j1Y@qv4(g9~d3!ip@z#xrbuh`EyK%;)H=!`(ri+~F*-htW)iq;}Z9wPDkZea9S8 z5ROqaC5M)AH!2u6bl}4JDFYniw1Hp_x&NM>N}C|SDaIP?BAUTuve#E10nGl@91tG*rC;L^Gg^!&~*wf{3zrd;`m~1AXAmr zG%V5GC(gPy$x5$&Lx8%If$&FS#beT*U6&(~A}KYZ><_7q&H{jb)p#@t1yN>kcbroe z3?d5erWydWg8GijdG1vApZ8X&Iia({Fe{YtZ0@9EH6IZFEwvM<=n)lyu;43!s>+X% z*=nAtoth;=`=a=4^|(4xbrUd5>l`Pxui1;mZn7sO1*6JV8iSgVYNe4urh_H@R29h? z%>HQijJwHuX>Ku_6_(V;iFM_^y|tPR4fUS%%Bu0GIzxy`#S+U&J6YcRuzy>?XZ}^a zPDu0tDYvAT@9LJEKiW~#o27kfh4&@$F4V)LcXV(v(=d|5&NQTLWI_gqo=yKgT0{7E zCIi%ac}x*}sjVRS&j-!_T=rdWtO;Bz_qSabfwloUu#;4Bk5m@Bt=G#nU1ynj?R3A% z=8(VDgz}VuTsQB?OZJw?{M<$(X8cJ%Eq`kUlyqA+O!M!Sq#^5M9yQZCjTgL4OvG(q zPzX337RJE^u28ZZz4!S5l2~;6&P(76qQP0a?zB)dmu9;5tSVFQ39p~gCorf7CG)?d z&%ZCw}7%_my*-&SJlt$7HAsWyupk*x^0?3B>u8318}W(Syt| zw)X*pM>Kgrv=}yo9G&ElMde z7!2@djB7~-saz4$25NAZqZ%{-gJr~Vu80dQ(wzGoGul@M1Rq5Vul~CJjI+ni2WqvV zaA9%1g2l>gvz>k7J9qn?Rm%my1PY;Y8-rAf2FDo+UpdQi*dZu?ve?qWuKhcWsx?7O z+0iPV#8*UP)y0MS9MDT@d^VRF4^slQM^b$jT_#btec^pUe9GtW*w@@)`AdZ_vDTBt zeS!Q=^E!jcSd>-?;xC%WJYpizpK%8l0(GWov?j5M2@cwqz>Ec`j`K#ddD2hM=z;Q{mozJJ%ubk$#l)=>OW3PM7wIy>G4ap}2{l;qDHci;k`a0qS&qU14aHweoh_W4%%vwEc3i9Y2z& zEq)JH;5~Mo3VzIl%UdM^PUs>jLsVzH+0+KJElk{VMSlRH0uKrSM0v|OA5UVl8mEmI zAfo|(iPDlR3=L2}i{%Vhqtx5_v4wk+ks&Xms6kEagYimkHB4z|k0ef)C~o$V*`w2E zyuCN}d>U|(s(Hhgr)xOPlBpf^_YO7)PF}2uNYVecE0+Y`U*MBMq(w{3s7L4GW zGVV~h3mjrBv%N{RKY1&>l;+u`Xep_)|GhkV(F8Am6etqnXEmREMUMQanLzw3Na#|} zgB)4Hw7Q@RV45wGzPEH->)yOi z=73Z7@?`L03Um=~j!@L3=N|`Z#tl=8MB>h)!%_1klZIzUQl)49;rc|L-ByR|`BKGH z@$n5NeXghD%AD?=AzBza#2wjX=*Z`?AYr8Z%EpvU$SC*4tRNkGg0Ee!02&-Wo_{lhMs7i?;~vWoFC0y@~@ z(cT^(85MR?9+u-!-^|X_W4osY%_9)Y;dg$2I$Cq;e{#KuO)ZRrVjD(uz~&Am7FTTu z30$g(f>L-insq-iPs&IAE++)UlS9m|9pnxtpg?b(0 zpt#od*DoCruI%H-`MBgsye_5|usYA%&FjjBWQmIz;4|3GD@LW}0SB$gS5Xrq2G;8f z85t<)cTi_eqIAODA__zT_(26V7h&L+3~bJxUsu8q%!-LI+>fYg6$)a{URQ!C-;c4J zCEzJ8;@8G4o#cAQ>E!UZk3baEqg4*lWfM-B6htG{As{aHd_6wTChf?tyLsUJTJ7=w zkeg_#crJ;RaU4*T)Aa-vcIyHUe+`VKeGJp7AGJl=M+_0e>)MEt=jGl74#si?oDzk= zY$xPXjuEL8lPVg*dd9}#2D|88wxJ6B^}?MaYa>zRj131mzxxXgns5MSxt?z&DpXhq ztCka{C`=dd;@>FnF%&%WTInbMP{UDT807-}Zxe_@NkGNNuc}rfPMZ=WaZZCi)kO^2qp*&A}zpH}nE?l-B<<9VKiz8@p_GNzV* zA11*Tw+<(swL|AU%(V&`ucl zBN+xCUFI4?YyoKYT?z*8#Pscq?X60&oZV(26Zb$W-7K9u43|5>j(WE4g40Tws5gCg z$_x*M-SBOPu{uAOjd&F6K-jgs@Z2dlTa+;_LuZys2U3gz^P+&2-rPKO`7x!f(GlLX zi<*CsYh^t@?IEaem+7GGt}`)Xd>00JFQzTUz4yZ-bv-wp1=3Gu>jX&!%n=u#>idRW zbE~aIxSyXv42V{bv)(2AA0|aR1Abg*i$0-`_G<;EvcJ^pkrO&3@!~`e-On2fKFetQ zJMM-?-i@E$RPKNAPpW~vg%Mxtco-PS;k^N6D{3tlf%`zsgEYC}>O@Cu6pekYrE(bzE zDB6KiI1V7yQVz(BefoiVhDE(RoOTo=a2g?cI26|EQd7VNP#d^#2u25m{A30qvV&|n z@mek-fYZUm=*7q~=F;ntR|TyxCc|}4h4GQeJr)haMl(4gfgs#)w-Ws!G4J(y_q}k) zpbZp45*ByG^tsRDV6sJn)p(CpOadrtMU7Smdx?=c?4*>+LtUyh|eX~G`ViJuITEbeu zc{9Y&Sx+EXX|5rG-2*1c?xxPNwwNt=uit$*xorho;cIobyp3nb*~zeU>-;X)3gJgP z@0P~~AIGX3d0)&qQEXDuHKpDId{6@|<%uW`051n<`PDIDMO>7Op0<6&y}UTFH>JWp zS$b{ud@^?rJ0S5nF`l_sAbu**qNt*{)Bh|uZms(vWP~o1nt^69)f>VyB1svcEJw@s zw}LpJ^{mT9Xm*%#ieZ~qm!WV*MYP!Byx>tHOu-IHAvKSc;2$pw8=ohg zDo{BYEMjGDc+?A)!+x`&XyTnSW8I3X5zY-{0;#;BBk%5kf~l)ZQmib4>n=Xc zLn-n7-CpqSteI}5g{o*OG9~h4Le!A_hp+h$3fyS?*zYaa)MiTqC)j`Xw!Z~^t!N}( zZx8h$Kv8I`LXTQ@Tx1dJWwETx1`EC>+g)}mqcO+y;7|O_4)2eO9co*dtSy7vwNhJY z8`~b;BlO1Ys3`?&jL%`SSLJTy--&)5XS=W(XS<`*QKWS90Hg|F%s70m!09lLevU32 zdOK~ALF$-8z>Gx|E$Jub43&}G*;L$JeIo{Gj7258UK-u-0AKB8ruEPxT-R6sEP7tM zI!OA@#e{H1YBFP>=j}MFzzLm2hb*HX@ygLA>b#YoW%hmQqFYO-ug;6FXYWq%d-grN zurZ%}0|Z&H?vIyP5nTF!W?q_xKv$?``CN36{r7%W98G4AF13%$EeCsd|8J=%=j~9e zo}WB1N)=im@*iq{L8_mth{ykP75P!HU}vaP~YjK7wla=ltc-ZECiJc8NArLF;}SG7D~t10f=*C|DS)HQHRHL`lX2 zh?7VtAg8s#XhaxwVN3%r*sZ#b6ULzmA&~aR$WUv62}40U!M$*wBS0HC7CETYTg5En zIq8B410rFwcrlT}PRTApBwYN>Q zuOaY$8F$b?)abVwQR0$)5fI=Wvk(FFTDNN2d0)>KfQRLLxVzPkT_(9Q6l*V};7R=v5y~M9U?N$UK=5u00!CCsb_5qt!RGaUA1<4* z^{hSmrgpFE(!NHF$NDkCqpfacJIEu*6N{-x%}9r2dMGC>pfpBT6Pt(yNoWdXqD8yT z7571ph+4xW&*h5y;>5FU*Yj?8(WJ|Z5q4h+W~>ZItNjrt?*wdCbdZ7r`34ok zxU!=YDTgZCIBTW$LB!KzqZ2RG=xLD}F@_h*Yof|5Qcgb8;ctO}#zVS1x&Ad2R*y4s zlCJ`H1&1p{sx+Qi7jxunfqd#Cd>mH2je$P|;>fkU)bR5om91j1^LISTO)VxThcyCX zTrh~tEr=3D3BXWM2v-Kz>eBW9dg`xKh1BZn3+Qg+6WPwVH3FwaM!i>Hp1j@VigT&m z;#kj)9b1h6!vb<7HWVGWDhg0pi3_=w6@)HN4hq9_MRbe+0;u=(4IUo^O|~>*)vE+) zW0=Asw&KgL40=~;zy*LAM#6y}zFUni{4(l5^QieCv`?>8L$_KQljL!5CZ>!5fr!4CRRJ5GfqECRvW< ztn<$1SN%dmK256$jy=iq&-H!{P(PM&kT}BuH1d>)b0)4jIEmzjnSWMaYx$OY8BGoS zU=UmLmcGw1Yw35C;+QIroiw60MjxcxJ*5`3N+X@d{v%xHK%p((_iuX=snfqT9#{$3 zZ@n+R&t&y>cvESGO8ee?3zoXbYmv_#*P<2X|FDz}MX|_5>#tOfhpj84t#T*};pnKu z^OldC@#K_^f8qmqYpN5#vEf<2q{j|lf{Xt9T654Xsnh0A@OJcF)l_lv17BA}rf~o| z7uE{x*wi_v$9sQQ7(F`Kc}2aT=!k+bK%8*Wsko%-zY<{{drrpq1Pf;a<`Rl`O4B5-5FCx3`{nn zkX3=O&N-H}mEoPKz_Ry9aR%8`8-)bd8AJwL92XQ=UJhFo(+dJ26r?QDUW8KAR1_x( z1%2Il)3Y}i9xc-k%Ge0&4Mhw@0$cARC^20wCyR&7b}GTQPj;qsTdf#C%^C_u4Nwsl zcfA6}Fa)LA9c_gloB%!~$cpbbv~ z`Y5t*MaoybyaukJ_vw8r9{2u+SIMgxhSlCmVMxp?60#GkjASSmAbeA;snVUp0P$Y9 zK2FXxcAGv3?{GMwwUl!GyH2&0%_+MP5z_-Cu#PdcME+DON{ zVjl`u8^We5$@{Za>?oNhk$$u2Hn=kqLxh=7tsV)IG$bQA|3!h;67VT~wj_ z1F5k0`f-j};GJCLxycg3X^c3jXSD!S5hV#jpkG3Ww2?HvAhS?Qj; zXB^r5SE)=$H8Xwb%=95@-oPllhJvEP{Uq}U6keWTP^rKQ7GVEfbg;QoK&yg!KM=X< zZ6p~UQR3;avOFx@Vg$Vy6RQduLRlP~&>!xBzI}s7kkV-0#Cq!8Gg3*=xl)a-tCKk`MnTaQQ?$L6Tr*)tK* zJ}!j8BSsREhXDo5Vbyytdo>kX=6ai5&*^8KFK7LK#J-Y2L#^%ddDV@yVML^jGWf8p zMe>wZ={s|kzn=V6o{Q2xMZb8-HJ7W)H5YcC~Z=b!Ak4BL{1`sQTN*xBjXXui0{TQCC@FDTcU6Tz`MH zEq>1MKz?&@17$|Z#sNT=(D}HO=fie#zy->VaJ%=Mab=7xU@MCgJ%gny*vJ|78#LUG z9#0kbZe|CKJ4V{CIX}mam+3z3fx6`L4_aN?|8$>!LT(D!uY>nH>!2-HX{OPVO+fh$ zfd!lFoJPDPPxE{-+VbGy=}a3V05Em-YFu@m>$p_+p;w&rMS_jn)q*0;d^<)}VwGSA z!$D!t7f+W?+Uq27G%4b0bT~jAI*HSv5C}d)14)P^YUKW3`ov)5HDnVo14mY+3FqP1 z0U)BEFP(1LK0#trJ?VPvWzx~lxzhPVr*A~OLQdRQ3w3ddjevZ7V#;xV!UqorL603GbyWI=CGs@fmK-%$ua5k7 z8*Mrbo}r`Lt)HzM>f77Kw((rvC)sbT@F0UZ34(Yyi}D+)Evh$*JtTHM27{oj-CKS> z-jZkt0c0Uj>(VPMAryqt80i+O;OyxGBA3p?UxzWDfu_b$xNuI3V&jZpT??~G$}j~q zxZI8TML1x7QA>(juwa!UV$p?hka+#&Rg`d$88II-t*gKl!_Iw1_an)%@!0X$pS7* zhiE^}zhH5bzH(g;uXCRqDqu+^JkdcnT`qY%VXk3&71y!_yT-v2sf$|&f1T75{~W8g z;_uQuRbjJfJ_yzcUYc$%mjo>bTB5o@l5}`fx**)ZEYR-%{`ESO6LQ%`27WTcTR^(# zvjLj06d~(c{E!es%jV*7xyb~3qs^SRa>70xy4h;uDKqhR!+Tpi2%(+QDWVX8i=8vL zP%MXP?g*uNgof3s->p7`#&xt!Uk79yxD6xtyJvsR)LQ7G!=FI#XM0mn*n^V$-|dY6 z?LS+5KKOkI7k%X6Tig4)isGw{sa~$OcE^WhU+sgU8n{wRvD$@-jWTR3{aWAlBc$vV zf}PhkA>~~ZumxnVY49=tu}GjknQFr9 zE~1awRFInfi84mfGH03->60f_(o2lL+~Om}B3RE>=YG zKrCTV!)1I1nr0rcI13#y1|e+W+ruC*nKokBsDQ!D6MjBS=;+9;A8+ffL>Hg`+h;Up z$%5)is(!d5w(=MFU~&_tx&)X7{G|r0H-2*E@j(?j_(1NCv)ds|UH-j)I8zkh zdZ6`HLqIbf@GD6S54Z;U9(oP+J0J}JCgCvO`vnU6j5p+jlx%2#OHqPA#liE&`h#oZ z+ENPw7NPt%`4f0t(S;M{G!9vFio#=eT|%|ffh4@pD{3`|`-8vCerZiwx@j(xVG2+m zn}@3*^5t;LzpsON>x8n2a6`?(Z#&?KN);np>hiJ&cSr+3Pyn=~>`&u@ufP=+;ei2B z*NGIwhbW2d+3!1FTRX#t3?$#@>b>t-y>D4#5i>rn4Vt1e>6y=t&p zWOxgg{Q7A=7meCA-FL5aXfSmty(quJ%=%+}UnrQ{^o$!3E$w~&iEH|VtqAlotQcKR zaQFNQ9Qzq(gTe>8N`+}|Q^Y03wNeK;JbQQhR%BgX@G(na*I)Ap5~EH%&}CiK9f z0VpX)V_H9#TAS5TF7kLU*n3aJr|93NhIZ!|r~HH$?*#u)dJXU>b#8<-WFV>=iW+Rr zD@MD6@Nb(FzF>k{LLYQwcGC2|`wn+o5(*x@0RIF)l)AM3JCBH1?)Fak$4Z~TOIbg& zf_w8bKaHoqY!5fE@jOdHep00IA(x48AmSABB+xRsWxJuKUWjE`oWFzF7m#qx3 zT8l=8?M9Ho4;c{!3dI~lxHC-l1I$ToSp-Q8P28nK4NWAb6KX6Jn=NA``e)-sbZ0{qV$LPKse>TrTBNwEh)eo{xYJo76vxD{%L5jJ61cY=U{T~H(S$fV zj%7o!OkzA~5|hxRB*_nvvSL?nbK(y$$W{>Bzt_z3Qfm(U=hnqUFcI)NJWem7^*AE) zNj@J*2qid-bSDjF=E$-|`wmickn`H4y;tJ|qsLN88N#mo_rFB)mn3n8D@2iGyp?XC zDhr5VfmJn#pc0WCMCIlnu%%_3lDrDL|s46Z(9IMqPlL%XfkX9QU&* z+-!H-_kOwEh;+^7|2hN$({*Kx3y_k-q2??QVTWgMMduoOQeu?)gM9`D_c{wOKnDUC z5MFiUBcRW88J(dI-Km{t(x^N z*Y@S}@V7ju-hw!}%3`$3qk4J;_b+BJVB)qUt4Cj-6Fz~U%Eu*WOX1|8ddf7Q`1=(QstKIyG!Whl- zNsxo-{d3F5^*ZJ*o}2fH5%mj5Wc6TN?1pVBY$uh3vexstma~sG&5zD3AhY1>ZZxL|dRYUqVgR`J=YvdEhuPem z80a6kOZBxGn3G`rQXanV{q){34q|J*8rQ$$lQB$xZWEg-HWo-jm3bcK0IAFvPU1*c zvYw(&To~tua{< zO;b(;`E{nnCTjppvI^M7RyqeAm$jCCsZ1~WSJ38=DXQEWlsA|wq&$8`r}_0`&cX`5 z?#CPESx9vO?>;563Yc-9Q4EGI5E4G6mX0f0ASd3I*p0 zDr$)CwU`nJIZMcNNIhJx#9n`AqC^ZN8Xh>~G)R+i6+`(u(CY7Po`b823R)Wv+Qb}jpd)K<&>{WVe@A*>IJXMU5r`u2yN4LB31ayQO z?E2IWt3D&iU+JHm^0(3^PJawZKXlNq(ODpfS+*OXnBx6BC_k4WYC}hyW?5MaQYb1g zc}9a6=18e5F*Xt>)PEoMc&~C5eXy8Qcms1vT&&I@v71HNK@<&7gDn1!TI;_^YyQ+=|rMt zjnDkAZ_=}*W;&A#0ySI>p>9@@K%ML05yV3K(P2DPZ+G3qPnXYMMJ2wT-W&PIX*G_+ z;b(s-y01f#NyHs0p}q$(;(qdzQ3@ogl%!%2YD<>!i`2!-!hJg4dbt@opn?MQLc@8w zv4R{L@bM+|W%OJ>7a9fDHPVq~MO`j0Vi{r|!z-Rq6$;^xw+DNzL_cs#9-e+K8_u~< z!UC&|hH%3xn0d+aAKy3J_Tm~^h78QPG$rbT!6AP}WC|oNllD z(vfF6GmvGD4X;cOb# znFUtjs16uOkPft5L5dg<*&kLfjH4hhsI0zpk;xDI+|$NXq1Swv?@at?*y+xB zO=2zig50}?2-Q5A5g4Zdv&1lR2~Eu*l4Lw0XQ1x7B6W}YdUKlCkiT_yWwoC;TP{*# zACWWdf4j86Ye&slo%HAUi9CM>b|%n!e5)P&8{N)<)KoQn+wY~0fFjnSrcRrb4*(6~ z3{qwVP)PFkyt4NE zy!JZoI_|u{E28$*cUt!(w=2MOsp)g3lf?Lh|D(El*}bM^X3aXUd!{|u`3JC>)n(?S z@-7-CrgwB0O*zaEk|DCyKVbhzl~D=RBAzgb4j)OUQn_Chhc zASwD#t1=X_c(R~I(KJxQl0HIQGsdoa9!7G~HA!e#vleXjMnaKSp%RK|rxnkT;JA1P zh{k((ltPvbv!SY3fmO3f2)LXM^M!&%ljNBg(&w5hEC1p+@DEylWShb^BuLk2KoBS! zTUk|w5em^dM^-SxxkGI<&!>r>u1PqTXD|uVwig!&rmH5N8Q@Fgi;95Thy_~&0ilA? z9ynL8-eY1n!GXC_oEwGGuq2{y;1Q4$+*r*O*6(`juWv}y;n+@{;=Gg!>?X~-)2()T zOFvvbo1cN8=$?9P{M`t$xt$1B?tOhRlJ4p;(HRCb7qP>o0)IU%;-JJ;-~Vy502?f!)POqQ2-c_ve@fM`V?l$6{X2n z6ps-PN?Vqvg5-Ul2Pwfmm+31v)V3wNXnj6%vYSPUB_bbcfMCWoi0HY}THe&$1Su9_ zHN(Q6BOKHh@gPj(6c$N!QZJ;D4}8xwwyP9o!0`Sk`V;Tx^0*-IjmA;W1edNjBntQ$ z`#0*@d74_o5Xh(#uBl-s4rqx+NEvCj{;+r*hXtRjqOCRJva<+{RA9&)X|J{=5h*d&;5>N@&N>-@$3z3eF)GH%L; zFu=G80~(zO9(I8i-~bO2um!PYJVyxSKh9ProI%+^=H1vTZNUbnjj7rfi{=T)?!ASB zZM&T!mK#|ECd+z=yAOarvn#x?u6r@M4Dm%R+?l`lR(;uEIe_S_w=?7gvrt+qzK{#0 z`J5VH;~`166J!Q&eWKLAKcTS*?G!sOwOhvlE1fJ!8NT;q_}Ho@ZSQ75K-Y*5Ds6tY zx!_W9fEC-db$pSffBqc(#3U1I6lG&EQd@#&E#Q~#S#Due5wLnF2Vyka0(=C)Fgxc! zxI{^V*6QD|HMciQnIAf2XY046dSW5{;&+1XgaNGO&vGswI{D4U-nnX}pdfZ+5=Z4{ z_MD`lw-4Op{e9S}qdup3pwiB_32X%ai}9NCuw&zK-b9>Z%x<^&mqMgn_wUq0Y#xxW zO}}xn`Y$_{Ub&bu<@2&lJ#X(6NOkz<;}p-$^)G9ZLL{zVTU>0@&z0Avs>3SNlcuMc z1&VL$(oW>b#w zpBVV-0R)?H`^frp@+t-aZl@`VdgVw*2{bkll$a&hgB^^5hvWq>vl|^X7HbyQj7D&9 zpbnyV`+SK3V7+Kc#FVNda`FrfX;fhv(?q=I;{$4|0lleg+VEGsR~-5J7d)T7uBUyH=>P8$MV1cE8%xI+uP=E-0)=wYpY3(tcA&H~3Chomtdf$6t(r#Kl+AKJt!)B<3`}_r>vO?(ZnO!1L?!D9wv{?&q$FtnDQf+uqfOtmD6jE{p^A_y?(n z5q@%fd9*1q>&~~snVT2`SfJKom%1zbr)YIjeQr7BJBeRu1bXt|e1Saly`N5<;GATW z#O_gSXr$GQCIqELP|VVyWrqbVJrr=ukS@872P2W$IY#0vqE389g`JVD8tGGkF6?H% z;6iJT`x7|5aabEBv=E^qX|cBYT1K9N)5;ilTq@64eMnJB^@0ZIUA3Ch`@dq8x(? z;ei6h2Sv7`uW0exwE?m;(7>aH;9O-IXia%(qNuEFtI}=Y@UHt&u&bO4LGdaOrpwT5 z!1$1%84LYI=t7waz$MCaIH^z0ZcwT5J|7W$BZjNQ9L76u?)4(`b++U8#wYCBR5yCrXOjBCAJz2 zs{@E!l5@JMjc{3vBsK_Gn^Zt4Tb++e-5`9-s{x7*X~UF3Szwi-6$;4(XxZ@U>xY+C zEr6(|c0-L{G%G=x#hbM_sg7cuinyQK{T^P*Rx^}14DTyXy>-t$X{u*9{aZWd*ErMT zrWexYSQ}wYi(QVGjWS!i9zn?(}w7z}85m^*(N_1UfYua+WdP`yB-XhQ$ig3w1> z_aEZz=<1w1vXm8n# zvjqA3x1osT6gq631?OD7#lOPp#*3uduk-g3hRA~1uqDuu$}y>CQ`&7DWiDNH%N9h+|AT&WOWw5bsqn=|$IAAt# zg6C4@>L@W#C-aEGMD9l=zyci;V}Lm!gWIj5#46!eGya)0Ih%?KsIys{P8U^ccuZhe z_m{2RDf+q$#YlrS;|=FPMwk?YkpYv@3;#45=1|6Tkrb{b&BrCUhy0MAOv{^zLCnCbJ-A{J3xdG#k28}`k$}241hNw2H zr!^E>DeX77-cK#>5<;AxuuwH58Hd=9(K1OE(w+$S7=C56-Rws*EGN7a5J#8hu4bTT z3aQ&ye{V{K*p_G`l7Bq67+I+eV~rV1Zy_x4z}Eb+BSX1!2VfGql8zn8_uEX5oncdt zK1JZu;13CC6%Yw`OUoZBcO(P}!UM_g?WTB5&hgN!=!lFLG}SkR74JlK%b~8qKuQiE z%b(%wQ5mexYSv_f$3ua6nf3K$W5|b!i(1QILNf}_Iah^=7R|xPks>xerb#UGqI^+s zFsEDR`MeN*0OM`gfH)WsM#rI$TNVDfWfpQ;LCEW{sW?+PgqaNz8lBq^56?Fv$t;n{ zwuRXV{(F)+ZR>S&v8$e6eawp!nKR8f`g|4=3$1#7PL$FAnV=b?We4-hMW$k@$+RyD#zGJVp~wH|6({);L%C;=nS z_ZchO$(~7Bt|WJ)xPwO51;2w+EKxy|?_J?xBhSZsER1OFRkF78s}CL2ICg`P+i)c$ z7LuKx_hGNey!2t`XV1mNgUndp4uS(xq~26~?fBV!5Uh@9r6h-DhD(D>x)mIB&ye`P-AVKX_AQS%az3%!eCy`>eEsNOw3r|wfWKlk z58W^3YLNBe^>{e39)EpxdfhE`BHpkg^mLTm4Gx#E{v^NTPmS7W;ZI@;Slp*l99*YlRpqBg$HqBNam7TS1;XQkC^6n8jVeW`IaC zR3sjCQH%vqkRjOq`H#bXmCY8I{%o=}*21yzLUy23WHe7g^-RzBk(>toE|B=BXW7+(Af?o?BCX z5uFN%F|LQS^CYZI(hOK6A|4D>fATD+7&xwEd_Z1MMmd-sJ`-tKd0B-twB!tAQc2Yx z#J97;`8aITUMRPn$`9UzA7P;9GuvemUVH{}Ld)@LX0_^0N6+9gVzhp;qUXoojh{E3 z2|7rb3(2Y+&W$$@mg z&FV}G!dD85H)j)ud2YKIkHu6r-1BTW)w0ZCsjzC9K<`F)7QH5(O3h9#Ey-uW38D zSj+hZlbjLim@Lvq>eEbyz%*$Cu*WJ#L`P#J5;MXDJ9pK30*2PM3(|*g4Gh5>fTE4T zKOV~&hWu6#B4cJ$32UdVZE%ZT8^_+)Of@I_v-2ZXDARbR?tKwrHm48<$@t^@+cKD~ZlO3tq%#yz(uSu?-Tw@>J%4V`_Jlji-^#5Q!+ z$Ui1k=Gi|m(l8-=QhR$!lt&1mx0eWe}xNt8cvO8YOicsjhusm`(lXDVXwtfb)mpITD{cF5YkLjS-2XMlWTVpLl_e%_hihA= zt$&m-&S@goM4$>1*=4~(2{@$e43^6~WhFlXPV zc4~mVw5k)~lKBR8WlP7`IcoWrI$9C~-WJPAZh3Z-dz^(dp(v%n>cFvrW|v}nUE|{u zcjC-@s5-`M7gZL6`J#%XM$NgCU>vEs%ySJK$FZ8lEhTX)(ZoKnVz~rV>(tfMGg$#&RGQ;4ml3)n>oToPt36?pa`BWB?LD z2YyZl7p!a{BoZroZa}+qfZ%NMwx|2!<$N%zr7oAh;EAs>-Agd2ZPZ(%+|a9YE1D5? z>n{t}KH4^dSe-hKa)xWmWUGRmleSIrf&PWbo$oIi2A4fdfR;FDw=hiBo4T{%HFZ_m z!v9`+bS&k$5WYM@#fOSB3PNp%Wo?)4VNbOrA$pQ_T%ry8km?sV2Z{;bSg5*HQ0{vq zilH;q1KU72DUMWpk|QO?;ZukN%P=(kmx;eR!KxUfwx?_UG#H{x7J;@#_5ut*gN0$| z#qTxq0QZ2pPJpf+QE*R{e*bb``r_PMbJuSYExMn4mV4gCYDO)?YbRj=BYVE0yy5tg z=Lm-Rw^l`Q8d)>r$fV`bXe!cINRXm>D9C!28oVtG=J6CY>Co{xcQtJHSv^cD0|32`pMo1)y+HNPHHx;l+NRkXYx=6tmyrCh7K-@$ zI3-OK)3(rbfIj_>U^U|`ao?m&$hsV%Hj=W>ry7jy@gw502%8S>2YZ`W=2_(c9cIz* zJa1JAW(9Es%9Cm#UFP9!g0_<97#xKWa;xE7qH#ACU0;WX{4jA9RHUh={(#1Ym!O(a z#AT>Z!3TMd-zErV5jpCG^2}3;bXJv0d@;==rS?_DmI~-z zt6?>`3(9)jC8osNV+SWXfLY0BVLtSM6_w!zJ*$J?liU(#0zIEp9R07_uc8$r!gs^s zsUE8UStB(G@-;GzwZ0t)cYp_B`Zed?J z+Ztb`+kONPI4B$5Tjey>E9p`cqFJWGHqc zy~T6+lBe|1X7gK3R>iOOlhtUa^rQA^#q9>dR*Q}6-Tu&Kq2XCKFFx=pUgh9;QSAwe zor$r%;x%_0rFk}&$5(W;sPviWu_msF{@QAuF*2F4A46(^4NW*7&?C~so&zB{B~vyL z@&SR2{2in106KBKPQABf_vO! zhpvdPupS1Zu+k9|7SKd}+m#iNG0oY&MbjbLzJa)ntI9k77V8;&tMmje&_Vlf z9=NkQAiy7YJ(`qI#vP(QS=Dkmx#cLeU zTLFmVb$1Q}5{WM>RCm-p@*RZrdpc z)KHL8UG@a(*)<0lY8R`;RPhQGiO|;9VKoL{Ga^+5YKa=o;c%xQTzgE+Rcf*bJsh?g ztM||O73=C?ou`Zo=KLE~MC3p9@M_?PjLc>Z&AC~KPKi`YAU#kn!wMiH(t)xe#4)1I z>bVg`g1HueHZD8GIwykxz;ZIf#>Z?Jvl{b3<)=)EKwD}faS!$CVJ66L^DNvJH-Fcd z6ZHGI%R48_^LZI%cr^qWZ9(UkyEDTu6SqC?7?3)GiNrzbr`#mo69ODiiouk_mN>_3 z=-BNRe>+M7>DkNKO@s!cmMNh)UEvzzLhSx&xIVu68Z*i2UtO$GZbQ|5fh4}4@$<`k zKnO}Zyb!#|9y#sUEtD7tXh#&p5q*5{bts&5i}&Pdx~KE{B56DQ>R%!X`h3mL8)oB` zR3o1c$DfFTGPcpejxNJ_K}MM2sqC(3A-*yx3u>(P5IUlR@kTtwTMO}|@uVB{4^sag z-{_GdFvLejsl+h3ge<;tD<2HIUlwbB$i2vF1kf`(r;P15x-cf~J-hoqx{qZxhFKRj zu95G1O`pi`ZPcv7Dk=u93J!DGTRNHCFoNJwdCc*+8Pg87fXv$5(>j#UB!ii`2Bemg z0_SJen*NRKo4A{t+f5ZEV~w~uX;zAn-pfspr_%eFQ(HVOpK|%vt*7q__KyBHxc;Ju z?F<~V|Iv5<)ptfm-Z88j%F?|a;?D4wCglD z>p*1Pp=Q9&0XdF%KAd##3a(0qc&UjGZX!NaY$O6L)jkUZxNJ5?r&WX&C&uiL83Id% zz~Yy}hrc#SdD?XE9YT3RirnMC7WYiocIoBPXnUdc+u7D+b;^D=4HKm7LkY|UHxgfRPKJSuI;zc3O&EM`k3qlJ-t z`h3bOtl?UbPpAV|wxS0v3m|--LC$Mj3UHe1k`>dt!FEwlB+@(jNmtfRH=Lmwot0=h*AN?Ba5d|6Qg_R z{qFfdZ?R^$bfU%3Ks(PIe|z8l>~xqVo9#)CK-J!rp6dtYBN{zXfMJ7G(MH?-pufv} z&S4liTCw|z2VCp6evf=;=C?_0?js~l>y-|KV=igy%X`~V8mL(euV^LNR^*d&>Mx2g z7Oxf3>5a@9*rBB|=WVhw+S!I9b+o`tt;^46DRWVQ|0aZ`QW(PlQB9Z$_xtUT#Xn=R zJTRXzJ>OC=C7<1P;Mpck>HZ0%YTs!+s$gB((2jLlrI*Z|gqP8+d2a9!yGoZ;x^Pv# z%)~YjWd-kH9z-jN!*J73ikUP+gh9%opdzPJUKG7WwYH1^nAB$v7+sCMoI0Bh9K_Ct zUk(>PJW9HlFv(@QhV}vg8Jq=4tQDIgQ@3tcm4rI%TwfM1f6NEjEHkzp4S3Teu%X*} zVYTqdYI*Fh6X0GNwv`*J-HSN&IxII7_G8j32O?FMLq>YC;S=uU>l{&Yj#;4fygdyI z|6B7g;_<(HMrHPPkolVseT2L9bL7~^5(!qPZKJK(sO|t_HhYthUM(4}#--2=@SZ2( z7NAGWIeM4<(0r5JHQ?FUvAH+oeQ{0EZ+i0lg~1U_tO@|fc@w*?JJRZ%M)(mJ36EUk zz3wKtAz>E5mgqO4!03&N+8Bb4u~2ShsuZ#{s*Y_>;YO-$tVG*+aUqr=#&5E$#*zqc{grfA|0Q*iyH8d`Br#j4I9kiRrBWRz zls3MZGak#b^v3~Vmkw5cPI6`Lvgqw?>{yzSDBtk;wB0Rw4S8GO&xetqBp=iF?g^iB z8R43=@BjWH$ro>Q{4;nuomvp6G^FDg?|xtJCc9w&wpr^p_Sn{5Vkd1+G|JUp{4?CR znd_ltatmlqkvtWU-^lSeHDT~D31+D6dPs+l{SO_Fp+9(I(va|2=Og~}3Dv{zE^FHX z+1q6N6=Q5$_(l;e{kXf>w@Z)te+3?K#%t(1!#w*qvR^w%fvYR-I=v{Bp&htsapn;4 zUyf}z6Q)L95M>2h0xwlxq@!{+-G}IDmDqrh3hOOC)gmAru{xQNc5$EL5AU2q(Pq+6 zPZie6Vf1|LQgP}S2g)Sr<_RO%H`z!Kpv5F$QCbuBrudhBCh}$BQe4zn_>!PR8E|qZ zj;Dv#iePLk)L@B(B7zFS8J)!u3~^zRHi6;ncVWwHLdhN{(kxo99v<7P6?qspbd9#Q z^HO#r25XnUt3CRTx;3k_mp|AOJYdtgOI!&zZLNsWna47){7-dBxGJIL zCx!jLEmiGgx$7}-G7mGf=(HAI&$~ZcBbAYo!|R+s(%$LppMOVwiMidwCnJe#${TmV|`jFjaYQdLx^I zBypqc!QmX5jbk(tE_JHExxCXq`kK z*R@&axC6OJMwyKw*G2PNDM#<@-_am#6LNZSfWeWA2fe%c(3lgoWd3b#=omV;TJ8=a>iC(uL^z-{HpUwwIaCNU39tMKiyAe^3M}$j+GQ!x9ciMZ2UbZ z$Mq{a(lT{cvv|hi8RN(7E8E%h$NJ(|)v0QcUN2g*{)mSAyAqVVeibB3TR29Gd+z$; zO0DZMu={}Sauv3@a(%77IiLPTDj*a0%)K}*2=hCMZB}O%Xkg{ZPV=_myG>1`1C|Wh zJ>Tirgq9K)GsVBXe5F7w`@d@ncOWH&V@ydoQP3j;y4o(h>SO5*v}mXOzrXr`^#0Ru z{u6Vq!?ku0kGg-^`7^+Dp)3wwts}|%xzW%!R`)?v1NuVv#P}UUBeTHzS!wLi)5>u5 zBAufkjT(fN0l`C0(IUQ3-<-Hi0QWk^=JaIDQ7bUqsVj18ira}FQVzGomHJxMPTPRY z55Uh#&+3|5Ma@9SYO>eWc1sGrq*sF)^Qs++jXt-V`ax08;~0KZv+n!3@5>i*!dfoJ z75srA(m$k{l;wD%$9mLG(fs!PpuB%Xw2`~0l#Af{M2HjKuT{ja=3P%~4>?Bpa?(he zSrw4ETyP5N!;Qq!y}1qP$8HDt87)B;$W5#oI+I3X!p{A$jR$qwT?o6qYmrbPa{WE_ zaeHs1QOqSJCmofx#Y4B`kGV();|6WyG@mZV91{W|F%tTi*oqp!)KytsO)yI-=Ojh% z3n0LzRIe{Ps^bpUT7RL2$(iN18I6W;o54$~WDdP7)U9wu7diyQDj4|O3?ij+;a`d? z5kfE=p;#jmoH~(f_1ue=RjI*a4H{8<{mxwe{S}HeG%L_<=%Vs~5sAK7=m=10B}B?L zrO(H1h}be!4Q9eGGtn`2f(_=%JozR+`G6r{BND^`ykmcBlhoaWuXkEWZtfLf97Cpr zGXmqmpu|8LDYz5Cz%9%UdMYEs(zO$(l_Qr&(;9UGZfKV((;G#IxSOaWN2&!Vb4Np6 z|E-+M`*!|ra^;|qe3zNc&+n=5Fwy;beo2Gx2hXr~4Hc6^CsT&acZY?T1K|PXg_X+X z7&Qn~5m%su9wCz`^wfg4un0HQwTD*f#OI{HnH``r1ANgn4|;mEt9gdm#SP+4kfY5E zbG7e2h0EMxy}Dr~+h0Y6M@Z5BJfV!geDcbhBk$fI?{W^|-0rdmD93+9lP*(Jx|Bi) zVSsEXjdqa6fug`=k1r-Q@9mW4ed+!?^}ZzHqt5Kl;d&yjj-SlHtjn1=wae-4wQDAP za6GC0Y!ZE*65b8~ zrAeB+>GcI;-ZuYT{$IN<^LOb{IRf6Kk$ZtA<}DNjMXOxPdZr}JS9o!Lp7(9f`#x-i zUhWU;G+TaFf5kJzlmE^?-%lfPkF{2TLJf%c-3Dy?4&ZO>YQE#>_gQ(N-_6ZJ@2$Z% zUhgM9#+yysTvl~C%M2#uB6`Dc3kf=01bo*`H$`4DRsFc-+}RB$`3HG zB?b10rH0-UnP#E64BmdX(y~a?SQpnTB`)a?n905be6n5JT=jk?GfFEQqDGJaL%0n2 zZLAPk^nh~5k!7)RUJrbR+ z8NZtnF_7vMqC;+a3Mp{`10nPwsvG$+QugGGq}&7;v^GFj4zbXAzFb#J#bf+ERu#G% z$$Oj%>!6tKJ~%9R_jyT7Ui<+-P#^%@gmWrvIA;+D!28*U1Zp52nMFuCf-9i0f)kKK z;)SCJW9?naXI(5&0OEyPrOqUMCuikBi&~+BSCU`A6nzgUsw|5chR7}eg@}m1x!%(D z;K|*5FN;S?8tY7*<^DssR$4G!y>BnrvA4i%^Yf%kuicd_PuJarNC2aSv>x@xjFkH! zesuRzBTvrKtSnkc^aD4L>`Ul|hi(qVWVr5gS?DE{NttQ@*gt*oRZ_(puBH3We{BWN zzADvS{#s#2eWer_2HarUV*PR2P3$AN8I)UHC_p)6j&o$vb zZdpF(S{(Rke@m9nX`4gCGx(-TsJfu8{MeI^%I0}Qu#A-I`I(P`$m23b`6Iobk_QTN zz&HVoau|;_y>S?V`W8p(tLMztsVD|J7vYP~?CxOep`~DJ=nsgMC#S7J&un*Y&)o3* zBb5(QLb***_{ariKoiEo*P{?jFAk)eDA=ev>P%rrtGYp6U_@zf+y?i40zfv%9k zrGML|cf%(3%?-mLgZT)HhJ(&5DqB5tFqDWrFxRi?P(MCKCz-ywIifrFV`WcnVPS+1 zkN#h_MEAeLV;Sy{VKR>c?&aV%=-cYO^JNW)Ee&rIYp=YaOct)xHd~z~R|U-*&I0Mh zhTKFNM@2(|0uJdn`Xs)5GdnoCC@(=^YfB%cfQ60hw`guH z`3oI2H41rhF#zVA;O`;f6%4XoCDA~VrZea!3x<4s2?!@I6})1nCb3gxgaeDjlA)t8 zYTrTzX~Q3mV@Gp8j}3IyG=r<_qFfrkTZGF2=!U^b@`*^y{r-3?4QguWWe}lkbLyFm zFc$RUe(OYgh-da*Xtna;Mw$k9g)Ep`9zB6zioY&o|7$zDFq2Q3oKtRe8X`*Uu>Jwc_B6pAADVcjp zD5IVscZhOX$?hA-SCi=9N#G&8K6Zc87P+o9=#yX=a*-3&s)U!@SSXV&7uJ%FW(jGm zu8AP~sEUF#L4M!^iWjIYgorxHX(PWf3@2yTAAsOrI32y)d4Ufyi#z>^$(=kpcr~>E{!r45}%1e{DcROn$ zj9rB7jDs`i7D5nd`(}BR(Tq}e)c^%bQpE9kP3D5+U_A(V9>`1FwQ0{l=9H5``c8Ywly%yJ>I)r}?z zio$$qQ@#+n*sPf2jP^7~Q76;KUQUwCpI;3J)C_bRdf7-XWxq34sbVdZggCU`G&sc= zfR9_=wQRHoVD6?xbPxJo2h2R#m-YT0ll`%8c0Hps{`#7nm(l;2uT!~VTQ3zz>`YW~ z3gbQ~mJa7J4K_(?J*Zgonx_C=ytasqZ4h9BU|S`6<5g*t9+rke{3t)cbe=5 zCgn`eJH>Xp>jhx-G;D;jIzP(iCf%!gtZYk8-m2>DGgb|sg%~nBQn_mh{%TTU*3A9% zvnyO`*!#anLl24le*zA%fYqvGlE~!ea6G|0I@(~{x%d=kL7-*vEr9{xQAof zBwim5kcu&O;KY~WETA?ig8PM(E^0a>fmdA+P)c2tP%M@3Zzas7zQNzzpX9QvtZb#t zwNQE$+-ZJR0eyv(TIYx9oLt(79I_~a2Y&5teUL@mH#^JG^l#r`yz>4@#>+c5iiy|d zxEA34q@{=EV53FMkV!GZgdd?&I7l&pa+*c-7*QXE8-X$%L%=65Y_n28W``q#osgII zVK%{qN#OVDJz1yT_+~T|;G@44vg|W&1HpQ<95FczU(7Nw5nAe0YkqpQ=th$4$NTTW zymq*uOTpfc7fZl;c%8pMRp#z3?bz}vJI8L~CtLU6>$a@Bi!)S@mU0!GP6 zh8%tDM8)Kik%FhFtx<81Oa|%{TgNfGEwRH<%@npTSxLxRDnP4JS)n)oW2wcCufO4Y zU{037T9b)u=&zaC6qW<6*$6(DUcJi%9#2Acd;tsr$_g_EsHbG;059Lg`FNvHY8xx$ zMzu_ds*cBNgZMuD)`)}X%A zTj^JmJdZ?q-$LNBbT`Op};0y$ip^Kz&Q;tLc3B*?ya2#Q=eHc`K%Qo5XV z^nAD4eovpd!=?mI^Vcf$7}3L{ozIb#TCe34gL;UdE{lIA9-@uQuYV>QH5+uB%Bg z0{BAubIWo8RJR3Y?Ts@{&V#6en0bDVd${rA3RbUXJiy&+D}?Q*5e$78+U?N1)v;h{c@w+}8* ze~S2aCSth^XF3r;;*9TmOOrRjD=@sTM{<8%sAx;O$zJ<(5BT6Mt#nuoN@9^bkvY1h zexk};LwDRvI-=alwE zkO>RCF*yG}a&7~3R}0S5-gB+!*+@Nw+Igvkp%^m}RH{OV62S<$J=+^RQ;Zja2{wpT zd}6;!+&s8YTs&V?ZIwK3V4cr~vV2J7&v_23jV-=4Y{X0-bE{N?8-PxG` zo>4L*G7C;iGRmWePjbLJbBA%`A-Wi|MX}BI@b6}t+s|*@s|v@>wOQU;O)^PJT`u}b zHH;U&-oFO=k#0{)rdO$}tMjrrWdjKncab;oVoOI2kCOvVW_VM7{lm7+%m@(c|s@t1k4y=3%J6I{>Enw=+!`&Sfeka zNz@x98-pV?rpU2mx`A_lhHzS&{jvtw>et(Uw#Rp;OFU&4OIeCw`ewm36jo0#@a?gYL)IWN_i=lE`n8Qiumm2ZO+(QzlAP7@NY$4$g$FF?%x5n?R^M2_p z-sfUJ+6w+j1zqRsyU??Bhd>GeMX222BI8Oikf2BQ%OM7XF%-e-`lQLQL<nwV))ldIL-dFgPfZY|V^&NHmyei2t=+!nd!r1!_4e7jO3QO7_ze~5$V`qOx-$#Oh z5ayP$m@(;p*j^(f>&RL3-59ns1(8~*9hoVCZYMbD=K(cEQMTag#T?i0MsoS#GKt=m ztEn&P3$F%vunPd7=nnB79O9E}Jg5Z_#%C{PXGCN7sT98j_Bzk>GF_+TIQ4N|N4P)&a}7@Avk zntP+Hb@A7_r`2)h#`G z3$BpAF}0Ntpxl+&eJ#ysTG}^bcfn=zVflez_NpXwN=bQg$X+wU)-Q1Lo%OC#bZO}{qVw%?`{if8P zKRrS*7h8xNjSl86PEcq21+xQuUrXKAVY$AFMfbKT<6piQ zJD`rnpZ{^ij4@sFA9u6eSFLs*B|)FI@-&FfEUQe!DG`*$c%h@iJq<4vfA7Jg3_ZHbT<$hx z31j0F7b^(b_)X}TqlN;H&EiS=YYkxdfwUsMEy(A${#42>{Qgui+_AmBDeeu17K|%k z%)0d5LY5Oky$L5+D1m2OC6o5~(9ki#)fftFzaQlZEo6)F>teV8GZ~ArRVPPWIm45S z8Bm_E3X&>|tZUnBT3+at$jb%*RjDdzlph$dHlP+Y#}g^ zQ!#H|xKBdUy$3~k?f()iOw?ko_2(a8(ii4mm*=Bs?x_s4m9>Q0b2tgjxJVGm5%dbb zJ%v<^k?scNz**uTAr9W>+>f}@uwDf44-1Aq+gvef&RFf3C%M4Yo5UGd%zIXjW;sus z3pOJowQ2s7(LN~H09lCukQ@|Rg*4>1?=Ma$1h){=ij{dwAnHiocTakDtHa++uPxW1 zD5kq%IbZnrMhaDRU0>d-3t%GkMjFS7Xb38hZ^lMU4Gujkm-UB4eA7I=7dp{R;=o^E z;mr(%KyJr=O1b&YeK60%@EKm3C?F8-dn_LkxVbl} zSTlqyLpXxdtoLvn(X`O3?R$di#9pZ`gt)yNI#4MBmFdd?(A12fgoKx;%!e^16w`AB z#?e(1*F74c4KJ`Os!$LPWrX4CH;)PE!{4wR|EZOw{;Vnf<`|JJIzs*foSSuT35)ng z2?Tn;sP&k(iHAbT1yI$CcV^a=)A$wY+w42*amQH2*e`k6?Rojw9mo0XyZ5r6Grxq} ziEbSjas!hyeycSA<(Xm9(@yGl zpwu`t(`)s)yShSqbouE<$>)CfXFt;B_Zx?gooPQK=BkTH7v9D)GlOqt-2Jh~yghdm z^BK6_L_A1kVI>naKg%=z_&T`&D{)Km9;flj+jE`D$!ENUEe*pBLk(v4ldq_^KaW}B z;_UZp;9yucDljazmM0_Brt_IsJjg5bGTn%_T$iId@Q>G?vzaV)QSF$DBb_`yUQ@&U z&BOj@GFe`N=std120Mt&*W~W@ns3OesRk_(H2D1+IY~oSC1*3|f-&iDH+yQ#q=xz$ zHqbnP*ZAPGfY8bK1>GQ*h^>YaR#}WKz;7zkvKLy36k5jF85w%^-qn%sA*@3!HHgQ> zqH$!eN2%ObPe$P?fLJJOb`blKlnn^q$Dxj<`imB(?$*Rjx`roKmK3r;xQ-Y&Fo6d+ zBz!jle)I$fHxMdX8mD1avoG8~V{s^Ohz{WM5ma3dkT@Ty%92yxWB8Iq0Ko+ll6q3< z`u>dB(kgS8#`(JZJCaN|R4Yysv;T7=b(hl#`_E$AGmeL5yjI(5GB?-Lpq_>%B-u#q|8O`U00>{F_Sr z8t>W8I&8VPZ$3KWZ(|$YtZ-GJLm(HT5BZcdDY^pfDZQ+yl5aTuU~yG=WKfaRNU4L(-05~FQ?pmcrU7iY@=7}NtI5JHm;!5ziiOl>0*@3E}MKZ?dWJ7O^{k2 zYk;fIpclYX!c^1~mc&OJ7;|);#m^IJa7QK{=5n=_gLPD}ki+F((gH#K$?Lz&4Ei^~ zPg4LQv_#%dcxZ$9^r&3M8Y0WS5b@GOq=o#0Z`m9g<)Y+t|GZSK``U%p{XG|*jUWGA zIgl?ul$Yzki)YGg76mz%k1|)0jXhHFCWv~fV!_zv{AYMI$x?Cq_(SuuaQ$aPGl?dkBBX_l) z5Zm8LJupc8lo&{Yo(bs4F$aXE`vOw@QuZmEzGeK1h4}!@I4Jn>ve~8fYT4||0Yuv% zfOA!V`!{BA)t|iRL?L3-cIFr1`OktI-1l#W0$ry!tP}?bRe$RNM_RLD+Nj`R z5_=In&xfNd+(OfIuJx@ZEK#~wS7S`MY2O&r^0Xh302U1;QCIIff+WsDu@f84yOE(s zAmQgxC7;uCY2lZ|cme)<6*|E*cb@U(6|G2w8LzS3rJ}813R_;jOFur;7giSbZ`m!s zbVh90TI-5*6UU!Jnrl6vzjZhMfbz8HB^U^gC$V7r_Gr2!P)sNo5^>GnFIRP3B1e8j z;r;P^ELfzf+z%q8`ODu>Yx-5DSghA|eM=OcWR=hP1-Bcnvo=?G{Ez;cs=M=;_n8(a zQJOkPHpI1`V+NNN9TyWX1j_#MvSHFlUEr3+tUYd8n$yxup<6``__R_QY(_Z>KjMi6|OsyMEtLEt$ zy$WmDL;a)Y)&-e&2!@4BVVo9K#fH&2?UwYX#(05Lp!yQ=G%rlmCFYZK;B0>5NCm29 z9{=OLWb7~Im!r`u>MI{;!D`2SlrO`+`9n;6zS^Er`#zmazlI=t>dETrpRleIyx~;` z2?w=)qA_wo-h@mzy;QE*TFRdr5>QH(+KXf@?HP?W?&WsI(LIB0W8hxhv10S8VwlBZa zxW}~#OgId84&_SU1sWh_Hm9$m3btqGFjy_5%LS`kvSxL{EWM-7Q(C+M`o~otrhnAW zL7~~=`r?voUj%(dkQSvrCm33Y$o3Jbtf+I!)Ynp|$TstoEJmZ~B;2`WLY8cDDu?4J zd+5|th)w@kGAG{G0SS-;OY8+6oR!H6&8?z${Lo?g(&!b5HG#@Sh*7`&g)+B9ue<4P z+1b9Y=)<~+QW-RrT5=`>MIuK&Xa#YD0XFlQf-h856{ zTeVwrvfsn<=NbZ}2tv>^!HS0s1Jfm;Oym+tny?3RD{gam3VpXrpWISY)K{*1=05T_ zJ@2gsqcITh%Z4sP`zSyML#ZFkCMp}E-l5uJn&^;C6d*o0H0}>ug%{V`OYIW}DC0>p z#Hsa2KyWd0bJc%EL(@c@_GM+t07W3c6!eA8R)=HjznGO9Mj63_OjbAnH1=qXB9WRQ zI*sOw6XGevwobk0TWt0^?iYax*Y`uT_!7 z@598l0hULb@}Z6Hi6(gcmjbT7OXB-;t5D`QVap+2UKVJ>%r6$~lJnoUvC(*?h9vFk zw*itI58HLq$)n=`G|iUBe@d;5rHRqQ3W15>7gCn$%NrV)-H!5aROxzsxsHfQh0^_q zv+A@AyE|Bmz{JV(xT43_m6aLB?Tdz%bSmLrDM}yAK+iE$Ybx9Zh0Rd4Tl>XLVCLr2 zc*;^NLlH;jR$t64iOeqbGKE~}%u487qovX`jq4zz9{^-+=J1a!aigaX!pre-q^`N2 zy@B>ii#7Co(zMX}zl?{E9nhR*pqJ^yX zaM@gA{0v9g{tkYJy<^S8%Lp|RC}PwJ1ExudYpm784ABcqC?gm-QrD&d)GFjC4B4{q zE%aph>8PnQhzyQcpae8zn}pqX`8u*QhcvxCh}_$Y)y8STWynXfpPb1R%gV&P@VQng zqd|D!8cxbYat;mg@QPa06F-@!;rg8Bclpz?HTU?i8FfdPYh?_vCdu)jg+1=S%vDKL zGbZGukdUlm5{g&~bn}XV%n2fgmh4c!=t#OX=tvo1WF8kb`yu4>K|$0WdxRbKuHvG5QKd*MJMJu@?Z z0D;@M{}l69ff%l zXuEp@FpzAnP4%NGdx9%u%4KCY~d{UxqTdDQ7q7cx!?VY_`l2tne%eBtg|P2o1T0BBCon0 zYic4mQmH03;d}4wjH^b}g9AVpe_Rb!9S~hdVI7aCqdIJQq^fRDZVHut`S4{(V1+b* z41+4yRgSTUsCKlmo$2(BT4ZzDBCZ|n!YKAk%m|01jnrq`=|hrUQ(Nd21lSJPCl^CN zglCjsckIyG@D@*DB#LVyQ%1C$i%kz?bn8$huGhH+S}FIc1O*vc2rnP`|%Vf z9@Ig`eFQhmK95o3^ihU(^jmSN-4j##PcrS&Badhf$vp|dy(9L}yIvE4l=`t5nIQk@ z)lh8JZg1TUo!p-WKKN-mRJQZLR@>D%alrJCzbx&>bI5`D{rg1hQPfJDk#gON#i-{A zE{+uJ{qM6%{tMTgVI*(Yuy5ze?28YW?VoScpSG)y>D_O|>P7@vrc6A!M~Qvcc(M)t0U-^_0(agp#8=^9?a%t;rfQS_9vN0c8PAuoz8^W{nRE z4??5>B4J7ju7Z(ne}c5*-z9#RjmKTZk#*axEwj5h{oh;5`R6O>JC zAoTi(axl1wFZL(W!D=9jTHy@301Cb`g1Fi7$Ji%Guf{s?lL}PQIHyVEPP8qF2m}9c zXl#RyzmG{tOp(%HqO;L+ghEcqMd~OQ&?0W2dt(e$saOv-&R~?K1xje@LsokDW6jVu zS|S$-9?3e~OBl$-wXHCx?lXzaAU~tb^a5#OKH|&9s9q;|R5?_Or>n~CyOiz7xggH@ zqwa=BM_=G@&n)MpMep3Ry3k@H&2hqt-k7-%Z3iSTE_Jk;fY_aR;_>Z1$xfVq>SR)G zW(K13?H_h4>@jit{Rrunz|~P%)s|uP9c$2c3?;&q$eRouO~>A$L%hwHQ&x$gks^i} zxIjWG+qDWysV)Zq{dnr4)i}xk*_OZ6=T3WXF)DZs&_5KHD!Z6*D#ilEd@6`W@&r0n z08Dwt7|sbtK-H^O&M>w}=QJL1Jqn4}WRgk-fFnqh4{d;KUsn%eqGjf^RKfV0a#_v6 zUlbaLED|Ovipv#AyFevKqVSZdeNP_N7u8lbG%$I}LUNcC&M>%8;yB8fjq$9{aMd6# zbi@x1!$9=46HRcipn|>}(p%L=J-OF~nT^#4GQ$FznkQ(|t%~wD#GYdwIQUR5R{qA> zA044JKngLI%PR~l7;|6tWbh%;sw~mTJEYBwJcx5`*pzJKi^Jw+%oWP?s zey!B)X7e6X+A@8lm8j6IXW4h2)^uFbzw75BGPm^<8o84haQxWhP&%DfV zQxd5b&>6iYwCR)4_Np(nw_Y2c6@JyeEu8Lt8vJ_W+~s|KG5T@(lTK!rI&i>|YE{vK zXgy@-o6y{T_go~c;F8eBs?z0C4#(k2VeMa}Z~(&uL$-&g?7uU_@2i7FNRcrYed2w#-)HRLMi4IE=US2APLUyl(woNWk?7Jht#9k zPZ}+0nZtE|nE$KB*LiRY8>xVoQX-rOI+FCkskF|7mJBKqq8siZhiTwv__Dp;x~t>z zylX4g98*SdE=N7u$f0vqoSlhTU2h>>G<;NuR3H8I4-?{>Bo@8%fSvk$u$sb$E7k8V*a+LUh(@q zYH-2N>$T~&BAW|0hvNxMzAy}xz+`g(x6J9d$WBT#Hja8T%{5pKHjGt*m9cn)9E%CGGD+k^IZ*gZZqGHyy1QKlgLyjX`06Tg#fwtnW$QMnvjGCN2ZrO*I()6b#f zsx3~3!{#mNroFOJ5j4lf`N@Ut+B+v^5^~KiH0BjCNS7_n$+{}#vYj;M+i0{n?u@Jc zRo%NpTs0`bGja--R7p{V)ycqV;*)|A&%r)%af&6UplnmA8W;(t=Acom*Y{QDi^vuc z)&?G#)e@ok*AUx4$p7Ve)H@~A<)bxA} zLj$)3Q%(@YB1aEI1ptzuG1v|IX;9FI4}10_>Rmk>074!^WFVd00H6f)lnHn^LJ~fC zU!CJgRm}-}7!BA6d44ZFEd|XzXz&yk+368W;qN50VLAQETNY+Fo*I+zRyce&WV~#v zy?vbZ*?ehyR>fG`BA8NP^s#=ng9EMtu{5^oxSp-Mu;mi({!qNB<$8draQwVq@K!@r zMs4ZvT!OhcL;y)it8ouaMTtV5oBo5V3h3W~&YgDc{aKoq5bk%Iln3!-6U~r~gXKLI z_GuD8NVf}^+CI;C5+O|~IzLBSBMSB&KS58K`;vriHv+zV3*q{l;P!jdBNl{KOXBZ_ zv?FVqSEm=#r7w$A@6OUmV0+ore%*?8(sONG?+877P{{VCV4pTZqSnej97gO^zX8BP zetGyUdk^|9DH5c z$C;GEO+%SRs3Uj_)Z*NgrIY`o7y_fmztIzfF|7|d3e#7Z0q`w)A9U@mgaLY!M@LLS zX{b%M-DSQDO}S|jti(^Ih{1zAL2!fF%8+~sZFEL(&M})#;=H2t*p$%lfkk8*J!-2W zBv91&TC*y@v5^j+M%1I^|H!6W&7x$Ql%-8KSK4!%4kKktdacMA>t%n93!sD~WLY!h z-fFcASp=qm)=e5WR0XB!9xM z^f~x-ZX)#L??h`7SsT9P%y+1hxZ*YpWsrc*20aX5&AhOV_C& zNvGW10h6-#b{@gSBR$ z7iFHe&*VP7f%~Q_E9cLp{{sO*{=UpkT|z@yHY7s-x0V+O@g#yoFtCNtA<@U)J~pX- z(hW5?_$5#usCi-i3w2xSYL!u>&8i4e&jJu4(;patksCg0cy`0HZ5Orm$-yp5x{Td6cHdzSJd&51p<)Vb zC8%(KFm8-4c|xUNB@YAQk1Y}KXe-Bug_TK+n?L5>-S$;9&rhPGvY3WCn1U2-DL%Gt zYT|0E|yLUyUY`Gc<>6nMVc7y@3zRL8S>QLn`HhI8MT=zP zqX8nTKdn$0>wb4;G%syvZ`c>N5r>r0mzIC>lb={Rx#pT{nm2Fm6EXez^|PA!-~avJ zr8Hln{D;hcX(wgFQxuGGq6nj&SW7G<#xM@Dr14QK=d7RzrJ9I*5S#HCrVZBOpL{;g zL;?~kQxOgsF||c38nMsK%AmMsT^%6ceMW?UylnHXqT7P?M}rm4g1QI*5Wlkc6>pNJsPc`o;Fs6D>@2II*NOp&#)maX3B%&)tO!lc zG6)#q*gMBe%`i;ZcFZ*{f|M|~CwybWMoh2*j{!B*oZ^x&RrjN#T)a(s#NGlhHMElx zEn1s?czTN5rnqJ~AJ1mk`2Mi>9FKjR{N@Ey$cexc}ea zNF+`HHWpA|H%5RBPZ$CiJZ$T11X_p*4dduwtc?i*4b@XncOqI1{@9A#5JxMQeEg;} z8g8|MnSL3yV7<}}y)V_j6#Ykz8xax=?|tvR2y`tlZP>Cwf3{D1$=)TQW4GFFBmz%d z^tA9SR4SD@f=%G$Rw)j_!#w(G+qP|Oy3Q3|A2w-~s<&5rMeZ~k_F2*A{SOnRtg(93 zBge{>MJYWt1K@=PtR%8Hg^7^KCH84J+0b?A=^F`JtH(5{ItS=uX(K+_$pyg^SE7NtcKh1PbW0U)((~KVkn{?tNRRrkvpw4;kL=I37%~wrFu18G=2l-t>0hom)a6|zC!l! zDIhb<+_CB1O}d1em@nn`_8aOt|Gt*g?v7&1Nz=U1NZSC-6w zy?1PZ)!oBa96k8r1&<)0h1^Y>gPvTM&LvBmLo#*aRJ|0KKmYSTH$R2PTv&%R=T*bM zu@-FQ_aFY@AMAxjpi&=5-U=>kkbe97Z(q77eW;Q#zi|GA_3tLz)Y*z^>=QF(=29k3 z?iAg_FX|=kIPvWh`%mourHOvBT51PbbvdC9OMTYw(hGijnGx&Qti$v{xb;Y-hdPnfgMU;V07#Q$yi51IdZ94%}RA7&$(VA7B$7myek#X`nG1%qRZ zjE2Yv9Sw`f1RjP?OoR%`l85kNSFu5ivk1gd*lH+5Aq!h0FV46btR?k^V^gg=SErwT zYIa$(;A6i0{HEt)?Cv_OtCx%fSFvc)t5+{7;EaQuL^+}S4oNm6AVqzQ_(`l#n9tG( zy@rS(LBHzos$R=`#Ux1HdsS~AL=rhpcvBuhpa?mBs6Rie$=lR zC%PGXswZ7RB&i9%5Tu~eer84!zM8dpkYYPQ&tW|qU!yL9Ok%%}Qm4>JTO3#n26FFO zb62?F+QrvS-ZFXo_VKa1Po?e3@FNbP9Ex5mUQh{nxZ7Es%4&=L%(;NEg8(}m>a}-; z7hinQ!l>N~^zxX+?=)Sv^tz5qJNB;az3|||Z+|Cw^u*LGfC-g>lw3h7$t4S0{om}^ zURh;!b_$JC(f01;#r^FR_kFXX`j^eW?46UzdN;OQ8TRC8Nbq+U5`zF|r)cdEe>C#w zv}$P0eF|!V9st%rqkDkC4#_R9Q!3qWRWDhw#1k;_u%BQHNOOaZhjH*fB1_OzJo+VIVAX)e1QrBR&GkX;1)4s<&4|s-QK>UeaE*t zKAwMk+m3D60*oyt0LZtU*w&}6Pi#R4FXm#x_?qQ4o>+36oBxeVZw%z-zkC5q%;1(D zTbj);GHd%z`-b;7#BEa^W^p;V9(7Fm@R&!7w0=x-l4e!l6w@M%!q@; zm~4wJTd}a3@DTzN!+0hGiMAklR>Mk?#Z$&76f50;sU@b?N+oVsnH1~87;=_MTHxHj zrhlgCnFaUcv0KL?=C5qk6=ru5CRJct^`@Uh1QNLy5N0l!**0I)J)d;QD;Hi_voraT zCLPiyBKJubsi)I6Kl@gg4&xNv!B)m?^w!a_r#DbtReja`{qtQcMk1DxJm|3P*$S@+ z1OSj+3ktq`W#uE!)a_TPA5BZ4ed@2NItFO|}KZu5%z3Ix7h-uUdAYFBYc zV=B*o|8Il6GJV+sWeb!oaHa)*Q(X2n&CI5RMy@j{qsCp>XD;GN?3sBymbYE!wB|AY zJ(E7G`Sq`VeOeQTM(2p2JRZ-^dL|q{r((>_D!)V_Q#QsGn6rWDOB6&SLLh;SVbKU^ zd^7?oMA#{+iICpNXq1#2i&2UM)GMnIlha7-ij}cggkv}sNB|>Dib{Mm$J{WDzgWmC zSC)pIy=O)GX_2QZpY}jrG=j5le#Y=xvAIIT=p`&q>^(*hCkqmc+JOoHA~>B~F%srR zcCr)zQ;8A`heVU5Kw0$2RyM3WGlI2lxM=Sp4N>BZ3_YPwtbU?&xQ}wP>CK|xN0!A! zv0s!R0GNn4rXVZODmx`UXBqZ!*3 zlJ1OP_V@p@cjrM`6=}lgkK#%ziyO8m4GOrT0)n6@iYO|rB8s3O3JA)g2m-Ro3ls%a zQ0xW8B2=;OAfSjgF4NfS%s02cxHsaPh#S+l=bI&Bq9-O|wuqUSj<~<`KBrDq1KKw2 zjktfj85LQ1@;v!$`J9u_lbI)9Fv@tIGiQ!%24XSrfK_skG*Ljhe0O>L@^9de{Km=~ z_kXybk^82bq96eer>-Fp>lL^K3BQz-HMFf&aNslB5t;KgvUVgAVIe_|AI^U8fG%bz z1b`$Sm+L7!tH(cz$_f${L85GA5 zxeI56?KqUMiWa?@x8ZC{c5E_u5&?z;S}<~IQBaQ=mvCxGV?r30MU|vmk)s|h4;|xC z6I9d#lPuq7OFxdcwUI!&(yDXTJF|DpMil?xv5K4oIU^LRXkL^f)jT#so-W+&6ybK7fGFZ(k?v3%xJ zKRpFu*uS<~!J`nT1bDOAnCeY}Luf(58QlklIq3+OWKoZKbiv5U#W0|PdE54F-3s0E zu8hJ}bFZq}RE2*JV?5Ww0XU_a?KR2woiLuBd(Uo<>e3IEMsp$@KasA9 zgU7%Zr@n9=UEI2K`lZQ$tTGYNhNSt?1~8)Kua;KM%nyA0z2JzVm6U zrk7)q8{`pIV~pT*!oVoR6J(KHzh{_PLaf61_QAQ@ zg+!FJ?btT5&=_obK`S~(!fROwrVvU-7g6e!tCVP4Wptdy>!P)#KVIe~$vC64qEpxy z4%KLmLl3MyLKtIj0jA*iwL2GPGYq*N%t$m_(5%<8UQ2f`MFLB5II&7Wz%;}uQ^`xm;Xn)Y|Uo0r3y-*ZOrIdW+~?nU`*KSBVX&k!Ke2O zCjaj5{*K*xs8=1zzB+Fls5u`d*FUFo>gJdX@$=l?y}E|>kR$b$-CMe@XxL^z zOJ-arZ=38EHDZPu@uNp*yRfa$Wkr|Jq%VSd7J9y0co)wgVIu+yQP#QG*5jIJPGki< z!!~it#505F7G*7J_SV3YC*S8E&F%L@{uDT_blLF7b7DM~@y2z_jpb0D<|m%0GB%Edw_B zX^_}cFL51DyY=lazuWki(_+FIKZZ7AD8GWcYcv$X7`_dN0KyeFP%5Y~dMazeA$MsQ zRW^AZBdNiZ&kxc#Yrs{2-(3SPv_@*Vufr(8rf9&!%d+1h;d0O3HGAFubv8-H2(D(` zhIQfC^y$-wkwPwU4mlXma`H2e%LmGS{X||! z|I~l}Wg0K=aO5~#xn*U;*P0?NM{5=#^L)U%0U)tNG(-u@8{|zPjjmg?iX~y4gR`El zdAiT)J}+;2xn^HYtjSt-|6Nlq_9lDl9i zRwdc#S;R_YHR?G$3bBHqA;C8v-TcJbC-_A?Olw1wk z5-``AUrK@G#Se)TBp6r@Wdexk2_9>O%2NLLnl`mq7k~rOG#UyrBn4 zsyQ<#J6sl!?dP?RFNK|-)_P91;8=0ELcAj`6Y_ZQaUN^3wCx$xzr+-C5p&4fLvo5) z!9s2EnMxi{(jT8KmisO17q337VxGnnB+5qxOJQ%c~y`cwv6kSYS3ZY@$Z77T=I~1ZJ#@yApfN`auMsEGraxf+_W@(ri;5Gtw zmiETBH-eu>-hCvLmgb!@-X5BlejX)wr(`%`*5tD7dUDN6BVh?H<>^d#&g1W<{`R-00h~kpYbcDDe$HNFoE6S#C5QKmj3m+c0Y46-xPtGD{le9v9&AZt`RppUNXhRmQ93a!cUcV$c zufb`F`hnF0kwYCD3LFWGJAMg>>L>~-Y3u&29V_ZLzZFvIVvWY%Y+CSbHb46~)U9_b z-{p=HhXcl?-DMW!|2CZ9i zZ81r=n$sAHK9O@iDi^(|m&8Y%3)U~lH1K@X74!3pUoQJfv9hhUVJ!-n%r(yv_`s;E zQP7(_a|H<}66)-YAY4s3B%D%yEMp6wU+0Fy2`!1De^Jp^L*}X;724)H(mb70f?QHh z3YVcbt!U5e0X!Pwimu$_D$q*3R?)xLP3|R<% z?X}m+Jp#;9$k6c7>#+LQk-%tnu{=F#dRuyUk-uJxdy$Up`irXNxTP-o6qiv8Eh)Rj ze&il%${AFfeZ<=7X(3jYE_mRAz&UgOOk6<~76=2JVn*{4jz^{tsPwr0)uCZIWKk1l zqoA$iwI8T`>EqR^#x1NyqEa2Ogujyf4L*tZL8c0@bSfwv#1?~vkA|3$8P&+E-BsSADy5BOR3 zVYWxef_QqCSGyz`m`U-2B|q?z^r~dWv?pn+_i0-po(r9*?=0xk37j~AmU-YmGyqut z!eIV~We!@E*-ZDv-P2)Cx-?1N&L~#zsfOXKDIP0p!6D%6t+V~IL$UquWu^G{kMi_N zz$FcoG*HsOSv6q)b6)>#;@=$j%tEYdy!6sbXWlx8_;<`0;ar-We|09p)a@xI9@27XWe;ZJgr* zIc3G%zLh~U)dq1GkcNTF^vpBQaFCRdLqZA%1_SUThXL>k+6u3@YR#U`BF*$yU+dGu zZ)R(+!!{113eCZjCI4~5lsBOPck<%ovPlh}?9nF;P#SjvX=T!(h%N=XJoeGC4wW4m z3z(PBjJ(MH&h~fA)mSkJkBf>3r3|4IP7C%>3V5rqK{3f)$mzFjutQm-M?A_z7DEx9z;79P}LfY~iM zO@fy&rqdY@0KgakuO5?7g>8h_s)kTur6B3Qh#;N7;m?Z*^a8bL4j%Kt16tT7wF1bR z!!^P16@@E0-r12k-_z}$jV>57Zv5-TlFCy+##ok%eK$ z11I!=1h9sfaf?vY3k*UD1~s8%wh9S#rJooVKRCrRJx6yS2ZK3~fl~)&QrOXvr}mj3 z_bt6IcqX_Gr9GjIwnRfNdM*8ad1#XUdQKs^Y3WT<_DuQFXX#hNVSf10U$5_cJ)=TJ zk*-Q^EW0r(O=>w$FE}R)&WT1whHY9&l%X%!_Ta&T8|MA$IZW(A5~&r^zcy3bMB(MN zFOv?3*npOi;DK5cV%8<}Alh;lpX>zP*$1-y&mHG?ytB)l&WF6O?|oOzzbbHUJhl;J z-Y@#mW!MRW4}+9LNK5oX1Tc&zY)`#Ps`L7_1*?7g_7)k*s2&nYPkr=py3+$EdfBZJ zTSo-x)ABo(-*M{HDGd!AUd~8pt6Q~FNla~VA}ke4ng$eLD%b+8Km!(niLVLvylt=- z91h=-Z7WJA86tfzX*wsJQt*P^{c$>#3f@=15qBde#Ty0&n5hvtw9J?xL043yH*s>} z^Gfu6Y>S6ze)MI(})e`T54S0vQYbRoF zNTvAq+cCUf0Kh5IVlvtSGq^(zk2-Dnp9*RW%JBH$uIme3 zQ(t9Z(s^>{85J|EEcn$Sr-wP(sBhoC-Me@9rL$ogemxb~VBk{HXRKM^3N6FB99pcB z1tO$HT7}@%{*cYlRTr@}EkHyQk$McN9Yj3LG{K z(L$GQiOI{d(=S>zdACU#K3|)(cp>{L%}z^atwa=T!NOuw#qJ6Ul*0GJIVXxI#=qr~ z@p#qqVU#&zK@JRtDHB}VjmnGR(X5=c{S%xTt&4t^pF_Je1%h_97PNaVQ`0W61>RcIKRVSYgo z9yMC6KeRr&=HfXQr?HQ?@1~?_AzOM|v2%q*PjgoGVPXSCQkduQS}-jDRaln-(#W}# z=#AN+D~09j3pE6HSEc?UnpUAPxiZb*3QKYcLcnlJft;|xKUD`s2o-=iB`Ku1v~X#w zw_061E&DRvS!aUKcxG{;5bDyc2tkWgNLcB$<=4WHo&j}{PRml81z8AIcOX5M3NYsJ zpda-(DIlQ}iSqI6dEw{d2NjhHnt&moTXG`6V_wT#7F2-*B-!1CL__i_YsDSgfXBVI`VdamdR6+K9#&=ztD9+xV~<=HWT z=~ecVpZz3elRR-?u;dwJd&;Z!uga*rlO$~%I-JGJS!Ho+hYiL-f?7PeM8m(=Bl|%J zw`TU5PRz_KU8kOqF`3S=6}gSve$+ij(_efJJQRX$oerCt2(Lo7l!;Z9`1GWo`0Rw^ z*#n6k{&z3E`;vLtciFdA-3ke*CCorhfz${m%wDiGsU}cGAA#2+I#&)xD<%X+nQb#> zeXSCbm3vqAUDwxkcciZ_zxvh9uYUab$45^bZMq;8)+?_2+uf7q=?BjF&w*7Ruf~Z! z^-Ov8kq~T>LLjMtG_{K>;~QH+rCY*Y@vnLsh;G6>>TF3*Y4T9bLm|5_yYqDS)Vrh7 z0;LzA`90=jMovRk2ZPSlQ!uD0swe%z8WrI-&8w#k^+UEcY+S#nkV+bV*H&Kpzy9z4 zWqBGrg%CtreSt|`gW>%AE5AwPm;!k;biS7JuP}f*t)itMbz7B9&22xpJI!C) zcrp$cd~orDL2i28bnxGh2CU5(8&WeQz&dnHce~}O6#xEFo?Z#Kq=AwKN*efs8u(M< zU(Sj5vtMI8E0w@(bg%{2&=YU+)~#EcEH&(&+2lX|<3G+n|9oH$vN-du8lzhvu?P69 z0DrLZ+~QwnHlBI>QM%Mv`wowka~^T4anq#{(^zj9<iG_HJH z^ZD7Cmg^3!(;O0A%u{`I#iIe-bY{K3TF4w83S6~ql|BW`50r2fUI#HHYO&UH|I+N7 z;UxWu*DT$!DEqLByXbS^)dyC8d?H;*r10=R3BrTou|OF0E_rDBg? z)m-X03&#`^{epjYaTR{7+{6nHU!>_4wD9oIG?zke#L*U>SV%$giG zBy4DcO7y85TC&#*n*A5g777Iy76pWm`a&y^EF?HoW-2r$7k~&n`KZyYcUv&+dZ9Enz(`Zc(qc z0JK6yK^`XOu0*J{d)J=%%Sz|XJ@3Ic9u!buLwCa&%F$dIS`9t3bST9sRYIf(9?CXn zdhTvnbW12_)1GuC8Us2PuvT~rLGYstp<5ERl}X9~Fo{a=tW`+r61;lYFb_r(9O@=D z>S;!TB*fHBDqSLk2f1EA2tp)?AZboTu$iw2hR=KRyySw+@REnKr}ddN&%g`}Cyaq% z%TY%fT9vv3Dm5q?7XTmxM#5*_S?=Dv=;k1l=J`jv%JqK&z11JAjwc8z+!7&ZVSuEh zc(^QE-AmVe+t=@WuE!9lCe%(qS95K#5k~7$8FFS!BCjdTW0k=(q2OGr^1bB^pL5ou zbqd*vZ7Yb04S0aTDG&BMeb)EQJ>rmhReJxB9dck4f(`wmIRG_|1zW#oz2D3|d?fuU z_TA0z<}qEa3Wx0ZW$L(ma{ZInU!NU{G<4C>sC;hoa~^OwJ@r23)yq(kMIfo3MAlLT zzjCXw>J^AgObjRpHnsKCFi0H6s%yXZ`(+Gd)RG%-ys=+(Ryl9`JR6FJ4IAc7Xqi%5 z20%;-3A^>Yct?fJQxyH6OWT?fbaNGisE{B7T9rxPqUlx54fOHM2iVCod_IxEYV zk#I;5&G(+%du92Rxn}ahUCZyPJCyFJ07KO%5`>=n)np7$+&s~%#w&5pzCGc^8boOK)N(BqB0}n@#H7ySL34xP5EmTfvepTeEA8=X7S> z%xve+ybHG-NKdr*hGc_uF44Wq@AWfM7v5kiNkb~dzkkrXD*===P|`q21AmkT{*?IF zaPI|eG(0QC9J8~d&6IK=4U2vH^wGpNTKjTOYh_+KUiX$PPrDVDM(qG_R?k@h8dv`B zv!yOwx&(&E|KR!0JVQg|^^300#wMThJe9PZ*)lF2Cb|FU{%t$AIpt~ctjYJ^f4>zF zBdLMah-uvCWf>^Bd@5b?F?a|Z2BWGxMpdJ2xae}OixC{8Tgo&h;PT-cwD54-+~TzG zG&EP1xE9LRcFiylXWqQjIk8vP$7uMu=bn2+Ou1HhXmD~BAeZpt(&!I)P{%p{99l5g zRu3$E1AH3#0c&#i@@y@D9vaUKIOqcg>}d!LsujC3r#c_p8y8+*|2lYR$%`4t6@me3 zcMFovmD#*{ySp<%Y!A45Q3C^k(1zQ?AE$e#{d%UTnbX1@;ml%WBYaNnKG1OwGYh4&J}~{`@Gg zE6T4Jvu(_u|3&JcY61ha_=H(Q+Vf*ojSbZf$^6pSVS0qRKx!gK+NB;8RB}EgF_ah~ zSOts|%o8nC9h`IUFs2d)FmX38>kD`3pAvATfGdPxKnn&+ez7L|xO-4R5R#==Dzgtf z2do%SUzc!|*}TmIc?}LxgdA_Apm44){Aj6>s0BsFK%6#h+OTc!5KU0mBiI0`Pqoz- zfaReIU8WE?!P9Nov=NW~*lr%mM#Ph6Ir1nc*ackkVeXAEnO7V6PKgw;GGjk|7vjJX1R z7e*LrCzMNI3?}qXK$kiK1`XqRK|+n*gdETKj4o3KgLzG$@|eUsN2`EDMa_*1vwg@- zr#HQF$dxT8WG_0>t>3pE5@3+Sz&0=-N0Ej-AQ*ECe)S>+eH5J%k0E0V#zYOt_mcC* zp4a$2kd}S;Vy)Q*a%D${t$zd_$SwO)S3DijYwA%ftSFrSUj0vs`|S7k57xV~aOIop z-_#sGn4|~1$-MytgIM*jlLAW$EP-xA1i)f0_0+ZI(3*#9vJbJn>iaD3GjZ-jLl`}T z2AH2R1ww))TJ>xS3AKe2Drga<2L(0I>O1g`ZXR4cm~DixmU{hYUH&4yVCDs>HtJ^v zY;q2;2|FhUu9;=$&YjCQl}F_h8=vst;0IBO$mrrqq=v3lVEPAO3D^>=QH8RduW?Fh9NFX~82|q~Y&n+pV8`|4CuHQ?PIaSX&yys$Rpn z4%&Tu_qB`Cy%wkaQQ)4B_Am^3Mu>*7v~>T{0HfH!8wO9=KIP73cScRer5%aDu1uuk z*;A?eLUnQs!^2{gnIBmoq*eStjwS4Yanxav{iJ2fmd4*BA05e0Ye$8_r6@{Xll7o>Wf#j}cm8#Y6^oa15NtZ~`gf^E76 zcl?hZKi*y}QxFjxp`tDPJVVWcsIn0sdl*oI;qdkY06#{2wNvDOvKjV35Io~Y zJ@%AQAwp18uLdm?xt9S3Pl&0BUI46N2rGA~UgA13C;aptoBjOO%?ocHHhh?)iRYKi z&wusx?Tv5e(@o}NC`Vfb-#nV5z#e%cha3aEbR4oD-4Ub#xTJ@Wo%8RJp*MF!)p}W( z?D|wU!2=!uJ!q>Jl-0N-PD}_8AEf#KhDTXXk#yUhZ5#J*+7$^?=hP91;uE1j z2vXStvhUzNEBK8qP`T;+rtKHCx3?kcg*iy$5I1(iuE+nCjRX2U!%39aq`pi&vU z?odz@eW7atIMjt_@bm_TM0iuLfR-FB0EDG;$_eJ(LI?w8TgvXMy3dPC$nPV{@mt0_ zOqlZLZ<=q{_h}Nj9Jpqn_YzdhSRpVYjiMBGG{jP9n3kBCD35w^tKKt+Pi2rnG2$;2iAitAP8_p?U0>S_U`LJ3 zOY8w;C>dH@g$ZHIbLVdK9T@d;NbsNxr&iuk-B)D8$C;|WwQwutr0MG9l0q6orTQsK zcXQRvr+#uOunn!v)_+HB8zpY_2;-K)5D-PC;%(+RQiz3M0Hh{6kwui65L^@d<4P+4 zQiPd5|I45IAUEgjk_8Q+oL|w^5D)gr*oPnT<}Ui=w&h8R=BXqe(I)>-XojJVy}H z*?`o4b^o4KJ^QWdcWdRXxfFT9B;@?<^Yyr0D5;*4M35VXt#?9!@Gw_hX}A&Fx=X9@ zYeiT+PBdc1wkuz$*q}vHzc_#93iaJpcl*I3kML<}==!V&8#Crdk^Ej#R#S?9&+6Ef zDoYwDX`rNm???mZ9RHdLH+J}j^y?V;=YRg^zyJHcKlASIe)qe(?&9$z2B3fVhkwWc z3_a;+R9tq+D;pO~Vh6yzXZ$)+W3VU(*QO{J<6`Ic=Dk4_l23 zJi19+Cvgu9pnQyQIJqVK0sfES)u?J1l??8jB4Z*y+R$lW)yg1iUjI421*yMXFZuO zB8OV6BCS2R7Gq%;euiLx9O*uZeGL)fp&Z?C+a65yvm zY-pu zP!5uqQ|qSYAyv+~Ph5BJOTRH+x?`z1y}X`vjomU9dk}^umGK;*H(9VvW9I1MJqACD znDKD2ZNZDO6c3kYB$AhshVfcxy|8uTxAYB*)7`M=&pSWDvCs+T^_@WJ@fDAEUDmZ* zWj7mum#CL#KRlg?EJ zlX!LszXaZs3ygqrw{T94(dp)G*t71SNx-^8q7cXdKq!SBBCS`TBe5ma0g1&&YPU_)VO++o7t%D_dUaRoyEt_2WlheMB52NQZOJGR`A@ zB&ja2+8dpvAhahAFgX$85fC5?EvZ7Ha}yUJ>prP#v9LZ6D`Xr#yz$|$e)g5flrfmc z@L+lhECJ`ovSHh=Gx+4+FeIp?DBZ0iuxH;jW_EnMBRKb4&nJGI_Rg>V=db#$&7PyT z_P>QXn;}J{m_;EV#j=5WR^1cLFYD^7?_#<KV{5lk z{NA?rm_)-%EJ@56>T8|ok<>x@wAhnB@SJuW?&a&E)eA4YFs>%^VbWW(lH{f2;;GrXiST6mk?maN@OJ1YJVryOVK*Hj zivuV(Nx`L|HU?H>D1XT%NZwR=p8zv%vD_rt)E<5}TQnMX%P1^yxC(X#KZLx&DXgw)~f zfDgYe)J|RKlG-I~{6iQ>&69LXpN0~!he~*o1kb%_4qJH0nnyX@V+??SS@R$St%Oi0 zHXKoHfuW@pwWtKI?8vp>n@K2S+Tf|~{ctb#v?2&dB%%j{XD%*mWOs>wz9otjB1av( zN<=xR22)RpCuyUKwX z6*wWMOqG(m^rL_c?&VciUBwZl;j$fNjW-sCF+8yHfo(gsxvNz?7f^+0{Co@x(-49U z8^HY;>y!fhEI0Qs$u*3uKvvLcyw*8vPEKVwv~kxs$`MPIuwnmn5x{WK_eR zRg85g@33Lp2Gnt)iKMNEHzEba-z=e>r09&4vf++3IJ})g0u80~=;;p1F9(;)93NFOhW+ zS`>ncOFE?L-3ND1-!gqd&4jAmRbm9%3m&MH%?rM4ul4j{7|t*QI>eh^X43MTsC9tC1BU>opr8=i|>d4A1;YkWV8XR!<;(OJSV>ynn&y#@(R zOZcP*Ig`Liya8O|hiwF7f!|$~$WfP(2!|dAvP7q2Kr78%!b}Qa6s}%#ovW;n_aGGk z1MC(m+Oh;N%0H<5L5R@menwMF`7g>9k~!7c<|v0w_pZqHSB%;`D&L%+i?1-Ec7zBK zljuUuLTDb7L=#1Z^2tROFlyARBpp_Xpb22zL{hn(&t4Q_a_g6HTR8uf2`l6UZ!_4)q#4 zQI_jFT}C>Osdw>D;2#0E2;9!X^iNW@25+)=*0+@YY^AZrOyOedX}bS`9Hs*c<` z(s*s0HGq=TXlS_Pj2Rpah&*27Cbw4E(8+^}q1N5-*+3de_kX&-!_w?06@r%iitoJt z4$P8P+zA*SeDJ}LMQ&DsLt@d5e=h75|MEx;raTZ7;m3xNT3Mw_$%myrr?q?xmGK(S z?keM)D*_%%B8vbf2-4WYu=*k+>3&`KgNLb8ry>du>0p3||C9cTXd(T(ZfrJz0C@QH z?3=Id%en)jrSLs40JC3Z0%IK^oNDL845}G)THtfjw3~vceDH|u_d_{XSfw0(9h?&O z!bQP6t)gWUqb3yPE)Nhzz`zJaB4ys1egW?;7_9`1%I;E5+~QKwj|4zRXriDk<_Q84 zQ8jXywWW=~h5-tMBp3q#C(=;q8V)MVAW_$xEZF1I!cQpc?3vZseeA$9a@dn!NdN4n zg9lwrB5Df{E!g0)LV_;L=%N*_8dmwkQHgn6A&Me$VT7>ZoE52OGw>_8rC%sej_8^r zYa0I+^KDCRTeNc#NDL5Gf`mBuCmqbFlNTNo87jySUyd|jY-o#07#=DdY2OJ4}hw|KqJNE4W4>>~g>`93@JwD{r&IDj^i#^Dx zn!NO&RlF#`W5XrJAOQo3rwk7a&n2`}N135vm*i4IOz_aUgwUn@*|pDR96nqBHHXJj z$W=%#UvT-squIGzn!v0H^9XB!2M^+0YhJZ=wS(6W&W}Xa)+XvzhgKm+UAQtjXsC%Y z<-^9dRfd7(08{r(4QBM_{j2YH>`%ODRZiPKO~ZJsL}zd9&JGs}_&m1_VCSAR?6m<^ zM3x6NHl~VPXpGs1Vkrk3WT8xKc%mWqbO2zME)`Ie2bcm8unLI+{w17fLbr@oJ^j!& zoHRpS)a%icn3l4n9yUn8hyFkN;6{tmD?-h*k_UN zfsYTY{c!Eg%WlpEziQD{lXgxb6s{;16`TZzE`^XJ!e=~j`1b}dBcYz15KY1`t~4~y zAbIVWFa`$ZZ~yjh%{)jtRK0?s8A5pCy~iengq}4<=;`oyntg5BwrRR2d2(@w&#UQA z-SvCC-;yOu03)h7_GoX%M>`ru&!WhLGOf4pqlLkkyy8fOp9ao_y?W8rGxp5Df4e2^ z0(f=ZYDdh`T-$bS{c>4AHksE%p~>7P$-PN(W$|e7`kyU!x|HsSUa(g|VlzgojvYIi z#Pb#+DRnUn1(5M@wj@N##UcGV*|Gz!|Isa|?d_-<2JXSw`CCQL+*)KcvSlPp1Y9tK@L)qx5 z%tbM<#<wQ>uRXwDfh%FFSFLsA&xd34wgak!WK zJyYl$PTsq6+yx1bH3C2Qn-u*JE8|a3efqW0ug$HR+rGSg$Te~MM1%knhu0Uh`~s2D zU+&}O-o1NU`@`Fzj}Fb>KYvtR_VI7)1+Dp4&K|KxbXf$fP6PlOW^Zj3U`W1GX{ zt8+dN{Cs%aa!1`F1vgmEdkN>9bm8u*2>=3WMOgLW(u2n{HL3xo3C9==CEI&RWOpSx zjBe5ja?;@kVPedE53i?=S`c4V9Skliihm`#X`Iuem%3<;2K1#-af%O%>tum?dz0~KI3 zAcw8bJ|w?s?oG~6qJ$o!d&Gjc74YMqrt=trM;a5W!XTljp#rpw6X!0aU;}AN0BpGm zt)K!Dys}496TPN@)d*^^jV1NNH)RuKy#sTl4I6bC+dQ#5PEOcy(y?vZwrv|7JLxzb z+qP|YY-jS!_tsR+%x^fTeP8!pYjYsS`EhIp>z#*$cKFKe-&y5`Nup=<0G&_d*O7&5 zUT|P4RI5m-2SfYHr8;_qDfE{LXXo&bTNFX`zefL)Yeg}7k-<-pz}%1|IIF7j*>1*6 zQ7|KJ*B_)tOTbOc!{dBC>MFtj5gYqpz5L;16$MPV#?LIbQ+)8qtFSlJV5MB?Bew3f zg$E82U10Md*bs6$drK-6n?K*D{kFb+1Q}(@pSOPRb1ayS*{`S6>!&QW(1{0*!+Ad| zwd1t7W2-x$Tzo#6$upXvi}MBXCQ=^71FEHd;hPet8DWwb!r|RuA=gWu%~1=dO8J-L z9_P5FIcma5`LoB5cLv)q-FhmF#uFz9(JGXWGj_d`8hSHrj;YWVLcj8^GJY)r4dJ}j z87wj@204e!Lmn;pt94#(#$s}9-|xDm-O}~(qyR!lzS;?ai4J@4A7O-^;VS>c79it* z;Z7DH?1rJ|ZFq#)CacS@SKIHC+x`tcYrPs>?19(+@%wq{Lnvt9w$?s@evbWsTSa;d zI5!?Yu|14>Por?bq_p443{}x5Xe3<5)26;h%9E`%dtL7=sqJc;osaX4D?ehrr?$?a zuVnk#KX&eCxy8gNSaRAOY**X9`IY*rofjPE(<|1)(V=KksTy046bgNTZI2b7HT`K< zo@GLtX7lMJ5#5hLYe6Y@)i?^80)x$ALczs`-Nd8KKrD4~#3!GotI9Cv-GTc}D?B|X zIAQxkA@FI(p-PrzGo8FH6Ah{9M&(F9r|DYd|2zC7LVb46^l%Pz%XV2VRjz(JCvWAx z?&Xe$5(7AN-wHB^09lWPpZ|Qn(#El?f;D5beBN$3E5C3f9`QGv)E0G^OtVv)ado=G zCKd3z&aLk%CfS$lG&UuEg5K( z5L01!=^yB~$e}fB!yGZ6aVq?7N#0Nq4Ri|ekcAB1fMpxAln<8FD9(A<-Q4^w7T-O5GhTfplHhFP?bEq5M(rt^$aJq zAgrV6&4Q9#=j&O8Cxqir9vTlIYushyQ|K+tMo+b|)AA``Gady;p{KPEb0JJ;G$B5( z093y=;AgWbGbrXEP>tUiZBA!#_fPy+{W!yTZWJ5za^58@nonLCY*v}Q6%&>yJSM0D zfu!$8I>=)CgJ)Hh_SUoPbLau>?O39*``L;4LyR(^- zFxl;QpzwUy&a%h6B@HP57jnzre^@SWpy&Hjo$XQo%77UU5_%!6*}+1XpzP-1bbK3m zSDH_a(u`eWIup|?%Is_;h38ouKJ&vhwdWoFT)v_??J8=A7JeGt2Sp(M=LuNa&`MbI zQR;64=7rK-7hcXL*$1Y&$l-hbRAjyg>9{FV4D?O&(glf%9TkTwaZsq z#xmUG+SUg`K;vJ8$Xjgiq_VoJCP(LG*q@5%g>>anbe15m-}Rnt(GtI*=rTU4bSjHR z4hHU6)Z+(Hv?32KAiKx`o%*jg44iIQD%yV~b%ZK31Q89gx#K3dv+iZJ#o7{=5RwG= zA@)5+9bon@OR~e_?tmIoEzKvb$J4n>XR8PPVsc!-JHjnDJ144Lg@2yj)jHW?e!C$9GwFV#e{)vct|D)wiKR<*F_fKlKKZD z`a|ey0o|2AKt{i35@(A4NL_*m_nK*sKb9QBE5I~@Ea5-Q#A$$C3XfbyJK*;P!8t}f z(euqK1mA6`JfUfrjZ!E5r9ssY#&SP!57mRase|TFt!7gg#Zw+#?dR7^Q-c!9b1csR zmk>n&4~mg1i>5ky=@h?4rl&@O=+EbZ{16Olm?Thd^LQ6g{Ifz(cj`$d#IJqVuLJEyB1}^I zD+DWugc=P)s-ic){YE(0&_D?s>QtZ4k1FweW2s0km+xhlbCF27KNP3xTEc?FE}jgs z>JPL){7jJ4!;XvCwZDYEV$WMGQ*g|Db5FQIBbaFg5FE+I3$`d^k72I?$RhFXxwsKZ zB|xDPz0LF4$W#;2m?5^7KM1~LI-O(F57L;F3_q!=kx=BjRH=~~(V2@A@dLF=>z7k? z`xCiPAGrgSk~aD;6s=+*G>L{@)y-niky9n_kA>f*fyc2|&elr>8R#%x2xktzNOasC z9Upd)k^9LW1E8g@|NS7>rqS6 z6pWN^?v(9Zuhrn&#IJnw-uTwSGYvLvbi)3i3tT) ze!2i;U|nE4f(llUlx+sgXuVA?{CF?~3jj-Rs&pRj9Edv6#|t0i#5q37Ka4dnxx!ZX z75bT$qEj;WnR~N7?Dvv%p5}j|q}8z-j8r(xB;d8ByxzURcX*xb&^}bfT{l%V#1b}< zl330PjMtnVV=FSiwO_k?R9bJ&S@XO#qkITIS_%~D?Sh0V%;N<1plS5+b;hq6r&}GD zXR}1SBdm!GQVwBHioEgrt-Z{f$^0xfawOLEY`Q-o`^|J}dH+*Kf0=8xwnzydfLUhC z*xnglmY!is{rIplX=D|g)A*Zh;4Ga;Ai)P@bF#@t|1F_fRl1ZhPuRKwm2KXJ%g+^(sK0dut1W`4886 z&cS=dIbwV_bO%->Lg_YRjThe-SKII{VT{>w>9UL&k0SNw2Roq-?Efy;9A=3B@n{5- zwZ{I>Pz5|Fz>dbheSn~ilf z-}mdEjZ!BM;S%qIedpcj72GK~4*F1c>QDtj7?2?9IPujH+7K!I(_z3xb8udx!Sfd3 zQ>b9D6mpFx$2ZDSbClkj*LtHSc5S^2`!(raH3zJMl1;Be{fzSj{z855SHltFJgr>3 zt>$c-1-gsENLiAFQE+5@K1ZvSa)|DGP@{d9~ ziAteG9U@r|9I5uTog{=JxNpX2YfhM14$6Aaaix|umSiWExlV&`y=u-sUdmYqz$5TI zI33ZxVmQ2E1ITkzVMY|NK|a8k5f=F%o_|@QS=&Q81Tx7`!F6Cv#f^tg0n4G-aZ@vM zd+D#z9^m8vASsFj4I3h;ohK0;s1et5tz#wJ&$4JuBmpR#Sv!+xu*%w=zu(Wtr*&7} z1#OLlZ8^J5nj>vB4pc^XDi(M`$tAk?)Z7QhTv^r?un!jCkq^XAFwzVJ(+~VKr3X@8 zcR;~=8WO<^RsO(qc5>Y<9vt1z?~f||2+O{P+641{-{0?4HC{*UmnU<>J^Lg(g;G9> z1T6wBtN@|6>1PZ>)WLNsuLKc*dsn_+XrptL@_Q;u|1p($vZ1E@u01uZS8@mC35quI z0AHP~KpuEG!@Z}`JQKJ?pIRd)Brv8>81en69Eee2nw&UL&kWL8PNdL#klDC8>K+p! zGcK1y_7c#3L~-qFOd0 zS_Pc(gaQB%7;zDty=^i*0@z4;c=}B3#7XETf*gm>mD^!;c%hK)5wEs#GM|F3S2)2N z_=;LAYhD7!CXAXN$dCkR=n*5Rh!?#=yK#K4RJ4%DEIwzruTL2BP}BfS>pr2XKHom; zcL;!qx>j%&tc6qn$iY34r2@aFQ&ZeewXPkvxmbxF)_}3A!YaO6&x?e{;ckv<%t+y& z;pBSouDm_~l)dlCxKMLd3;l56jI9NCH_|yJT6OCYZXHdqF*z=EGD(6FUZ~zjZntOM zqsXzmh*N-Zcg#m@77v<%U3$O{HhD3%e2Ju7fLjSRcJ@lAT;1}-#3M3!jLhEP1bJu& z+d%88?$NBOTksG}qNXfU`2d=~+RrZBiD-59f=|=A2BrBjZ-ae!eIy@u^R+DtAIsN! z&3UVdDJHQl4na)*&(XL$o$uB;Nk!O(N`ehGlTFLNnd&Fx&hFcw6xyfC1-A4EwRr9I zS}aSonZIyl;t)^IK%G&tIEkiTUaS(uMf&c)X|YPv6B; z7?;k+H^8Ro2S+;^;`7%H&nNoQCT`XbourtOaSQ$-WS;^|O2~!66GSoe_bXNbqD(<4 zV|6qXL-btk;gDB9zvI($`bjVdTnCiOt)De5)30>zJXF3GacnnoCUx_aZx8? zVEce5fN(Zh!OR7CU_uAVB8CcQLa1u-kWDxXLE`qXvyiQX_qAu%2Hzm&xK(j{=*>|I^}Vr%A!(NgCfsy825#UcCJ8>Q%{h> zq6kslOtd~|V#(c=*<#92VYOE`K7ahP&i_H0jh^=i{OsAG&hs`{@Hoyk8{F1+*vflt zx^P-bgx8f&i~mr$sF+i#l!_&yPG`y}4lNDURu2OUD)&t^l34lWKem=Py=y zH+Jshe)vxNmi*Le<0~|v*2$>D8{KR^BZ5m(G&qG?4@!(NaZT%WP_C9s1CD-*j*j{J z-VvS6%e2#SB}fW{Pwsj~a$D$VCB!bNT&yR4ri*mvSz^mCyOg@$kmn6_#|B3@x$Pfn4|N z{aU1z+&{@Q(%veuIeMyaLx9(qG%i|EIrch|%4Opv-Cq@()P|Qm?9+XJxL%w;ghiq( zm_@Fzm=e4u!i6a8-XHIDl~Qq@BT63uLrFA0m^81WQCQ0M18Spb!X7XLY=?|q15Qb% zc4UHN#u_ab$M6@>P2_|R!|BObgTu7rdrHQy`-PdbSM)fPFfE~~iB@V|isGMpyKuNo zB+a_Ay@7hCswu{BLUP0f>t& z#u>XO#ES7ziLQ{0SS6$jM2r=h+9z)1MT^bD6nr}`U77;S+}kQExA$`R$_E!{IPGk4 z8Q2)Dx~_Wo^brKE!iglp;39ulD7cP;b(*rf*K&Ou;B?l&1xRLH4@%DS{tjh553cAC zod;6paNO}U@vW(qi-ku(D34*O3?ji1!(L+Lq`-!I-c!qJpTR&PqAn^K>WK>0EL zjZlNZf8WWyG0(Y`#|VS zmwjW|06P+daOqC;>rfA8NIrKgoI1HQI7iYJ2vZmLr{nfJld+*lf(DED(6SjQ3M#Q4 zDP22$ld=N+pV7I;PCI7V=eBNA{qbpD-~ zA=U$|M&(W}b@H=H=P$P%{duC;?kNUAF%cIzK93q7vApj0c^O$lV4|zPdfQ{q=QiHR zbCi01KyR%ieKcrCJ!z8b@N$m6pijm92>J(w4sG;|F{Tji#x_65A`$X_I6MYEhqVC@ ztz$mlR~+I@8`7Px6^6SllfILBM!f3j{jY}}JX`R{njts7yY3Tl`?>!Vi;1Yrof!Ak z;E7HrbHG6zd#ZKj=hTTHq;9S#^el~19Ck?%l6eGLZQIlHmisi!d#=v=d7lgXupKUu z7(Q{`;RzNEm?$QfI66mpEb{}I$2d}|kDtRM`oT_iBJaTm$;&S-oFow(z3uz9&p!TO z_rg?ng_d9}LC1vbxq(xB%uJ%_Xr!sO;&FPnnC^c|w^~<~ZFht8jJCX~3>3pcrHlJk zM0V1L4Ywb(mvOkI&@&MYPcvJK?P@iff0v+D6_Sp>|F<%ITIV+Zcahp)?ST$Aeve_Y zI-1B(FtUE-%KG|-^e)pr5w!fS4`|7f|9TiS*q@_WinL{JM3i>XP|z!~1g7k5=6v$7L~Z8)(JVjSR7)g@IBn z{2QRsxe-r*itmmTZ43jImt(Y}_-oIE;N!%+KW-D_j9^O8(P7t6$Sl{z$NHHyv8mdc z*Wf95pK{*r{uy&f&zFqHUJ#IjtocqP>ypWC0~Zq5-jay$A!-8*{mhG!_(iczX9xkL zrWBk1YZfu2gSzF2EGW&aiAv_O6Oh^rl1>!JDXbn4SA+s{QvxfPJXE1( zFGZo_V8Z5xZOS$lfF&qgcYx&~Q56BE(ejTRk}(0E-_b1}EUz^XmjRtWcY(y~`JKif zlpPQ%=_GAQ@vDr`n*sg|SmE%KhKW&NhtVL8TZ}XfK9#|oZ=Vjj3E>a^fd;sAHE~sI z=uBwi44@%4;}&I8CCBDK>bB)}t>~s^`aLI&jom?j!LMCOq_k}Ne)os;S!_IO3k6c! z7;E8Ef>L2L=qP=`sl&tEwC~Mds2WG<#CuzgW5D6b0KgyD7xgRJ4iq|W0*5ZZ#USvxe9vjtxl<95ii-qf5YAHQ;Q zBwfll$rsY)PU_?)lHl1@!z6<<^wq)K%^lEO!8lVl`Uo}31i|7cc>3vFA2-8(rc2uN zO67BfNZ?Tpsx@>kV>`e#{vEEO+8Rds@!D}S zC4HRh*9A$99CdUK{S}>*o?Kp)W!|PmC>KD@d=ra%El3&1UNF0%FTf9 zngidXO9u49E85f(mW6dbQQ4?8`TO2ev5npofB$=d_Flq;;|AynZ-K;O+TksTpL(@q z=X;0O;bA>{+gonT&8jN0;Xs=X+perE(iNAknbTEK}B;+@6C zeAb0J!dpQY$;bd1itMg}d`{b&prIDG22$Tz6e*%Q07ZQz;uDO_IMr~M!&z3b**xNf z6BrX(-ba5FoLcAq=~AZ#mstvG?JiPQYD})4{JW8IiM?#$(_p((c3Std6YHT5DmY<( znER}4>|Pk=4sg-dFfLte;iy1Dfcra@?PKvvy18Vg);}AqfJov`{z4~2Xw^WGJ!&+AL+_w8kmJ_^q^BioCO`(4JQCZu!4 ziD!pHOeai{pgOz!&?F&rs@We}9hHcMXDWQZ=b!@IBfar_?1(Bj5Dn`B)_*n2g-%O(a~#&Vkf1#YIsw zfW2&Em2)4hN;}|1bC>q!O#hu)(5eS&rO(&(9@CLPjCAWr4tCVdnX>JH3k zYaX#m+W{($cTA?J&6J|Mur^XZ!*-9@Kv#)%N7jPncXF@_eWq$L2&Rwy^HXi}eKalC z{tJvmZkqU#SzDtl8TFgW$C)`aElVz}$U*k!LbWfp9#E5@`hKaK-0#)P1DF&dwQ;ev zr==8sX4#dJhkvgPfIdwv0~HhpfrgbK9$@kKg{Bw4z5tzM+0(8ZhnT)71W5wQrf{0b zZxNYe-sApDn-1iX23ix)Ktaaq-aZB;v1FaUk;> zo=r}XTww5dkDyMnkj_dfhl1NwE6YE+FtQi8O5fAeWn+sV*iBljg$Ne9~zR9SLgNVC@v5%?=i4q@!8@ zGfte;-V8mUheM-Xr-DY42)qp?s3q_{CM-=sX@$PTuYCCfA8w3oV zj)ZzTg|kbrWOKX}rjGXff`(_LAn`J)E%gb!i8T?2ul{fyfu3(lC`CR9<)wtHMru}CYJJA+T9c|NdnJ(wy7?pF`xxZm;n2qGjvbfX?vjzMO-!Ge! zD^ZFl`OBdNP=q#VCmvdT(WlYH(k#p;&KVLDQt0S~Z;1$XSx9wdt567Zk22~4W`~`} zPM~V~seE<5{$#zyYsT?E!~h8zRLX9*Tm36&g@DvkIFVJYYtf45I_f^}SeXR|UZ0!Z z8hmwOV}FW(+LTFicnKcoXY7I2_nif3cvpI=ZH3R?I%hu^Wzcfy-DI&~NP6pJR9H|nk+DiOXm*Y?bMc-xN46mH z;gS-^_2^g7OX9`Kh;*+aNW0*R5AfyL|K8d?96!&UCDfGLUEJD=HNc{Uoc9Gfi0EEG zgKF&JHyW->YU`Bv`9qv&QlRf%2a9o_P)|~#6qWuPD%zXxuxU=&EU>xwTuaa9_C0f# zm-v^x!&;ud4P8Zq!DUP%H!a`10wj`Y&SOUZD_Ff^0)r*VSYu+SwBHH zv}#Xa(4u*&!`tIy9Pk-B0PHaMJ{ECu{6BKYZ`#&uvFAIM;Ij4~GwI)WlLz4*4*(|X z4$gvE%IDPaBgBe&mLc(tY%f*IcYScW7VXhUF*NHPMhW__+^@5tw>2M^-n_P(Y3YWP zy0KS1egAn|f9$>zIRc;Avp^>i2bg|W>{{Dj%pB_PuzN#+l;Leq_`>8Y(vIsG7P=pw zyvy7X0N%c_EvQPoTFYq~ha`tp`fKlK^S}#xad&v!J$#FlchIs*ROQP*l^aT}E`Dbn zpaMS~5v0`nNW{%k@)uEj6?ZbwFaisBcwXWIJ*iVGPRZq@Fuj5Gg@gsYAUS^w`gJE1 zMi$8=>E#{T4vKm}4vW0FtD2>AV|m5pmrMr35bXlZvO zr^s2ABXHO}2Qaq%LBXA8LWS@MYkW7LQwsdQCm>?BfUhHBr(%`Husc0@bOx}LAItaC z4>dF1zIV?1o^|tK)sx9bg|PAAdo*ptIdlj{i(WyTr;XlDvemATe_36PG}D_r!_nW- z@zHJ#LGYZ#)y4z`4MkC~Jpeq}17tnT*t-QH2ihd={!4fh=p^rPmwCqN<>GY2(KfU7 zB6EDLJFD>3x$Ykq=(gSY^N1TRUM{T3wGjM-_JaK6gPD?(5tWJ~WN=B+!J1i^>oieJ z^s{i`7{TO$Y@@hVDGfdbaI>fRO!4|uV%7UQ!9@JQ#VQ;Rm6Cx%Fn`m!>lwiF z_*Rzijo**FUK9Dd^ZRQEb0>*yxH=*@o(F2(up=gH>uB*pn|*5+XSE(FJ9zgmI8eV= zdgCN+V7pb}zCollVlWRob;qEl)L%ZrbW1GdimgS=U%P9$pK;DL%%FPP51#3^drHw! zk=l*Zv0UBuk0DX14D~-~*%uzJ7CM})2CG0fymjvaDxfa8vo3M;t&7OM%c(CI;t=mU zh%EP^Och_3b8#zK=8cq=Z#9>8{ntutaw-?)%)9+(-hKMeff3070T(fKzHI#z=0jjb zT;Av0TRp+15qsPXE<$#fMgoD>vYiaSWiKB2$r*u8Pmi=+AnQkLBq8gs0h^ik8HE;#)5(+y3XGNv)#USM!tIc1 z-JJ_(RAZ#RhHltH2E@kfhbj{dt&LlOF3~A+EGGpH{?%d&C08 zgnBWs!^I-aTTmQf52P}69dTV*kIf?r|2>)=^O59p#)S)l=@Q-~Xszs&O6(H#MXQja z#GCT*-0U`7%zIX!uez8lm$LJz=&HrG$p!=zf%Fl~N$Qo6CxG!$h@0ycx0j(n;6aEb z3!dO06kP8hMh8<39T4}f_>AH0G7Oa_YyX%Gh#(^e4Jiu_`|(M@&hoG3;B+I3+EXTE z0sE}B7QE>u)QLxk!2nq>&|W%XSWs`5fG)o*QK*tMhc4FuPEbw@=5oE6@pxm+xkFSS6k`j}P$c9+k#*mbv#GL=g#=5e zgW!+rU{y{lfd-?100anUPxzbnPzkRC0UXrm{R=M17q^a%S&!U{b$ zD@{`074vx9U}A_+Dvb>aTCX)`c3_a0P6kG;1l;d3XrdZ|SB22X zrp-kx5^*q2$1(E|K1}_7PGD*w3c?8zI-LPK8D;DOW5OEUh-q6B(I#OwjK|5#VpR=P zhfu{2+YAny^@dCu7H}`?MI#7Us6dng@!+lGFq_FO*(cTQe|Kk{x#t&pNt5f&I*Tbo zFybrk0;NSByh5MLxi%>cvcX}5pq0Fxi+ml7Fm(P;(@Mk7r+LzE*x|>F1RnK`g(rM@3I6V!;twsyV4<{JyDQ>Z#Xh;` zR!SM1!JKw-l|FrjVfG;Gzad7)BmDzw`=ld|5%AvKOHj-epe4Qn_}dbF9aKQ_Z>gYBJJGZCK6+KxLz(Tk}W~A0Ak2X@LQQL|ZM4HV2h#~To@aV|u zVg5GTUcdLd{VFUoz1btu^Y1ltI zU0*Xm_sb>=!-uS?auZHWEaPJJ7hy;unYb3PSL8)Ct6`@cMwBl0lM@=#i6EN>j1ix!7!1qx)3lrK0vA#Q)&Mzs>kbfRn*|Ph+{b@26UwL@9gz z_ZZ#miUaj#KTL$D|9rUcLIxZO)W|ixuSb6g$JZPN3PBA$*o)}v(tSglw4_wdPCJXY z?cDyLBthH=wxb}XO;87E^?qmh``7HjLl}%i-&om6b>U_+Vn{4_(3j(ZjbBo2&+Ow& za+v=dNfn2d^!8X&dTHXA5hCK2w5+oOBj znPrzm1V?41qF1!w0f7$@+kz%cmm>(xeTF2u5~HKj;;8ggzu!=CQCk^w8SQ|Hi1qP1 zPmL_uCZsXO#=7pJ(OypXeL!+F7ZTwR#-Kb35raqa@jL0r#n^Aa>)sy0hxw}2j_kA&H&W=s5>*Q8G@aJFW z$LcX(!{=wY;Tyl(u%utJA6uhZKlnS3nxl5Y2cUZcUl-_=6e38+k+Mpv2%VOs885zc zsUm3~(*BRrhyqc&66&+*eHjfOUTNMlpoR`ANXe^ z!P8F-zUJ%Rz5`*jGd@0^FC$fPFxyPz<9L|FC-*T{qE=!(o%36Y|BLnw@3;2n;bFkt zw=r)|awni#lgG}v+xNr!Ih=;HHbDm}w?GDtB-R%+;ws~L#cqeQ!q@6f%a9xcP6ici<0xs^c3WP zT6Gu+F_)&){Ql_H^KIl7c@`CQ))KcLhL`SWv)YOCia}KE1yRy)0s28$zL&ui*oZ$> zH~?nsGA(tiC_puYgnn;J_k|)n4twI>!8v`HOD+_AFnv_WB=NkiyNRiMyii>&*Q&hl zoX`D(P5PD>G%^vi*c$VW<0vSg7{5ELV8e+l3 zrUj8T2-;C3LDH}E4W1BY@AKaU>FG!CXXp8}aoo-N9{1$YQ$GypNW_CGeo z5CPu-8QgxM7XM?#s{c3N569Aiw)T1%HZjHhxw zgA_>o#$w^fc@!^$luop^dcmz4StApY8Q$q<(uiwE;s&<7NaYG-aPJesit#Z^*sY{>e{+!&F^y68cH9?-`k_mpGFcsrXMWBvZc8bRebUUM3ks@_+LjH&*2`? zjp4NNuq68E*3g_q;1kqzgNZS`%#qTSZ)=aj^^INv2$KI|uT0ykzvT%5M59d^|4Qbo)T1ze{Qq+kJvr%{4T?X9>wsEo{)M5Vrh!&w>4 z5RDTN%b2WqAOf1`Kz=-OQdcR2K!mcCBq>oqB(eGE2*&F|2@a>u$fAW|sdQ4`AZL{( zy(MPYBf8o`4M>C*`Lz+92RNSBC|DmW2da|7Lx$ZH-Aen;pbR6@7Vx<<`zrhSRM?kx z=W%RZ%m#PS$mOxHOt8MjFO6@*ijF*401GF8-3-OX(f^v^HgQvfx9lXkM~;7We@39p z_vM2zXc=+JBqFqO_df0vuN@GI|25!Hb`%CI6N0mh$U-7NK$?VPY_6|A1!uOdN|>YB zx}W*Mim;+oYmjUhE6+w5Fmu;Q!0l>GJPn@dY>mqzE>j#jJk>%(TMFUa3at$MTPV~) zaxBk3;TaF*FHyYx`~2lA#LB0GjvnptS7VUitjvz*05J!+6e@d1z#iZPL)^?j z0Qb&wB=$RTh35Kwdgv<;Q=K#Hhtmd$$#JSb3q0(exf?YUI}|HZc25(69I&UV z6f*W(0}{hk?a^6tEh0op)N>4=&HA4XundEoW^a!W-GKKvVVElI+@O_ZvX_nc1NtzW z3WMxWP)r>?z?#e>gTFxXY|i?&`khyksAwV0PG_HLFfACsqdd;5!>Evx#? zX?&8+BmQC6!2(+E`6U@5kF;Jb6v06^0>4Z(-TA+-gLXNV0i`zrb(wVcK5V z(iOY=Y&M*6^-?zB@&bk{h=>%q$-ffxy8A^S0C~52aW(D7a1lcvDo=9hTmj!pP^|_U zuh|0pu*bi1u|Fq3!rC_-sZ@htRnYzy>F(*PEE%dohvlU?XwBRvkj-P@O($ATRo$sZh*otfn4kUI z_)|m-jkm7qTOH_Ub;iIYD?l_FWjMqDNIi)8gE)?^$024^&CY6m?JthxFw#Ic{J>>_ zn}?Vhv+?GuCH9n9M&p;Os6)m+|KpK0*Yl0t!J)sYZyeI-TdFeqN%wd;v)zX~SPjDP zfbeUupD1E4~=_)SbG{1qxhwg_2`sk*VPT1E=9-hn^xx!tjlD2hLf?Yh2m`kMG4>RR zREkrcFa=V_pe$lr$brI~>%Vk1EKIE!W`ki5lxLazlbYs87ov0oy~D!kdlINW%<|%| z8OR}$zPsLNG%A4XW{`az)U;dPu#tdea1d}PTb@>jl~)6~D!;SAnC~hu{oC2Udm)2- z`(I=L3Tc#HFpaSAD|Ei*DvxcyK5{%?*rs<` z7#B?9v?}?UaP5KMawn29#?N)Tm9F8HqRWS1u+oNnE9_4R;N>hU`{KgvDCFb~0T9#+ zWj&PvDrE=|qA0IvvX&eb!&D)*y!@v+F7efr*R|!*P=FvsR8@k{=P;s84!AGtJCjVS zWA+Ps%tTNt=pHC$24RFhlhB6l94Q2CBQiV4IcC$3O2enkp5gc}WWO3tlQ@A%Z$%Q& z5rOF1kX~p`g908X5+5K9KGJ87SUj3P(wg&qf?`jFT=&53Po{EwxPoip=*e$|dC+se zDXkrEPn$<^%h!HmIf~K!QMM>%MCmnV*ou51Gy_Zp%P=BS?>;Dy9D6k7+TfpA!E1}5 z9ISA7p|y1LMvSHbpB(=%OlO#dB6^_n7R!BJkLQUlU#@!>kss9;`{O`uxH}OQFcO@w zpvcupE^SW{CLwf`&mGzqyxcI0gveWdPE=DiPkfsfJn4?tIG2YQDeAhmM?d<%B>lo8 z$!77ClaH{1d6J#)kf-^dBz)J?gwDcP^;S)PqtZ#;??P+d0q z+jg}v6i$cksSgC401hOTP~CG0-AZ+(nzpU_j}}Eo!zbK&aBl*q;WQTIK_4Xy{f!`) zwR#@?YoxiPTmxJ5oG9Ip5d4&8Y0gX#hB{3|x-GH=*Aj@*3H+!(J=V*duO`4$#qP+Hke%U!rzVy43Z2 zVvDNzZzRHv&g#?BP5%5(e7-bp1KLQLLU~!&3skUyxRjNF#Bn|XkyNa@iofseng|%( zXS|{4Ac>4wPL?-hdZPh0 zNUsy$m2ujF&auy=VFd@$<;v{ZL$P_Oc7#R+~r)@1DcXn2O7lR`^&AispUHW ziURWgVU%aHp+FV((BkG706{-Eq)2uK-xD^?Gta$|jYq&JtsG^ugv>E`(ho!|zo%Hd zOSa!vCr2?wmV3m|iWi@Wg80`HXLS0n4mGf9aOKol3zzW_I*qbZ z<^Dfu0H%jTzV8NGO&+U{#ie#|gWZr4dlhGck2)!C`63D+rLPd<7#Qw~TI`95NT9Y!8h*S8nU-z~<|#?Pk& zSgukr&*z|zjOPy1K1pE_zDk`F0Owl-XQpzwNgT`9c z)*d=cLm|gVx#S@P{ReCYqh);TcO0k!RV$H|U%Y}-a- z+qP}1vCTG4V<%10#*J;;X=B?s`wfO%x?D>!{%0WqJmbcx42hcz zvg~46>dfq(-1|5`JvA2gXAIC=1Xg3O#aJ^o#WurBgMFiERJtGJ56z6R3Ip;ewIjFq z2bP_s zgJI^&iRZd0j%Kk5sKmO$O*_wtLYmttM*ADTU(Cu_(}E#J4XkcZU;)lB=D0RZW17EYwVcE&Kg`Rex;QPBwXeBU*D*^vN zZd(;)z8Xj|I)=g0(?*W}1pJVY&^7D|R&Zfwg$DU7Byh>w6IHlFHEZz4y@2gLtQ#OC zi3?eB`UG7Hh=rx!uXh(b&0V`h)^)>c4=)bO*1{h*6h64g!C96>TORX@rqbC6rpH+w z;R$%s@;;F&{dBD1ZWSTcv+TXHwW4+gbUS&FHPY9Lg{WTsS7!Hd#XRv3d=|Jz?Y~a_ zG#*F7Rt`^oK;fN4ARh~)l`2PxqUgPu6F`-iuxl)=0nbB92n9VPMViQT`ZxqQD~C;w zvQl?lE4E#tG~_teMojzNKQ0Pw!(u|%%`zYp;h5O28G{zAba}tya9ggg9^1z#THXzv zMXIf)u=m6#l2aou2j`;purL9gp@V(bBZ3i5Zw(G)MnYx9!4u7LmpJPSG+%51lwxFr z;m8@#5}TzAWjDv~jSCYeAcQi|H~AsUd3wS&cOE>~_5S>!^FEO2YkniG=n!0l!VyRd zcL+*9XZhpk>s1J!(_HiKVL4&k2^_JAk;B{$Rhbv1Y!aLn(gRSxU2f$TOCE0 zX3qQB@&puzEaszvi_G+m@eO-GNvF>a)JO`^p@sz38YUtVs?;$JK2hYt8s>=phFf7L zXrmC_kGNjotH@CTe)p~hV+Qs4L8-II>-uZJ%R4g+f*YQaHY`13G<5nAw$*!CoBh8> z;UHu8lClSh+B!p++u)S>A*3I11M^jO%HIjUz~|{d8gB|m3ACt=1+lQVGKBoU@K*&2 z=liEzpy0me#jpF36KNC@MRj>eXoj*TQ%aB;A@J-TQEY)+0kN7@_J~$RwahsukXg+3 zek}5PsAhj{cQCSsej?KtwsDk}j!$FI%YHczcXvuR1+~OwcUgBnEH;!*0dj^4e8Ye? zZv*!D8g#griX&p9jaZ++y<4YP9{p`Kt_p@YgdDeKi5u5&DPVdfh0w(RCb$V$7&SG~PiwyZ zJmxpsjMg9fP4hyjSWkzhle(azFw`8!xO2a3Y#kuWfMN;!hLB23Y;@~V?>9OkpK71B zH?+5;yPC9&R7(Pt?Gli4 zCTD6$zm;w4;;!g5BIpcMs8g7Ii7fUyJ63HKz1x`|ju7yW0}2L{4WPb@qo9is-r(i= zg(_DR?Qjcl>p;dFUU4?mCU2P$Fg%ab zQbYfuhJj+G)_uRE@8md0CI}e%F8*foPhwV_0Kc#zSyCTjD0BjX z+Jis<3f2k}x4D=E0}m(|?sq|Z}qwSEZ7yAKHBn5l&0w6KT=mofm_g8i3Io1x1#VF%sL zbhG`oOgkstAw{*^;jKuF6x4BVo&p{_ zh;g}Q*8-9Av;+&~!7mR>*4gG@C$JPK=$$4jowANP2JD{vxYwB#Z?(i~uF?}{8ff@i zUEA!3q^$hD`#4?mwak}_DbaH!(DyZ<{86`Qum?QR_K&~O%N@ax4>dh)RsWlyGf=xw zgko~UhgBn&FWSdpy`4)iHqYWYu&uby!^GDJU!NQ)ai#xv*Vo(}o9S!LV(}oc)mFW2 zzaYcKDBJ<^T28AiIei~Go9Td6cwg$7NH%F?$}%9>fM$+;!9n`dMPfWXxz4GC6YBBHC+yTRK^E^my?RWj7v? zhv%Noe-L`&Sf!veL@g%7#RwbnkK%~KgV0hP1Q(VOLDzMJXXmh!GdM~m zVvTO40Q`@m+jblmrbuh$xYA8CLySrCgE8DAmB>gNA=SZ%1Tirx`G@Z4Ld1it;x!ov zjf7ik*>i!)H)#W(DvLol3YWw$_SS`EkmO5L4ZEWaHx zHv=At19-epI4TE-A7Q?2TVWV{SvSRbBoUbbS`Vx3_6*XSZXR(gw?~vWmBz}WvQ(rl zeUZ?xefpt-Qkc*GL`}UVDD)A~MC^9*&2Q8F?bQE-yv5cXB%9iViVRBmm@}ekb55p( zSIt6RMFlR`SpO8z_5kECu*0gf`E^A3c?0)CK%lQ!z=s8)vfPP?t z=5Xsm9TrY@RRi&b;Ws=oIOl_vt&}-WHt4C4M^J)9*Q>CYw2K#&A;*n(gXe`k;Q=z0 zd#JU-N*+u1(IrZkvYFvW$YaD;vr+&cQwREoO0H2K1yRxn`=*vzIQIN zdu@UN&u@FNH{tOm_bfrrZ5V^*G>OQoyp$xR zyP?jeV_(4yA)e4Hof@H+qvA5y=>cK=TS5HjP16j1Bq$0=KVHL6o8%i z8#wG7aLb`=M@4x<9&M576$ri$27K-cJGDsENrgEsa(rt<$ z@B32yeaGOeMB0_!jNsHnLfvGq(EKFFOLCq>h(4Vmt@^-9*r(xM0zW9UC0pN!X&7Hi zv&nO5tlH4Eh8$ac_V|3>Iml!R>Uo&kceya8{#3N%*2`Ec`L3(Sk=V;ZT) z&m%$wAU}ftYwZm7G1>N|ElSv^gY(fFchS6nwgN?rf{#GruP`^4f$z*Z=j{T4 z1+-jaXJ39tM85>I4AergsIHY?ef+Aom_ZCfUsc#W>z1c6;`@5x08rx)uMZ&)9HGh< zbJ|UhXknQ&3R2pVOFd)TqHLoPzh8@7c9Cb|ef*ZES4g`C8mIeKXOiOvUplNCk$KlI zi1|_i$E9c%ybds-;8MhQsu7Uv!Olid$9Ib6W-YYpsm5x^g%oj(PR~??@3jLHBT}8z5N!~Fu7>UaJ7h13#SY3V*z@P0*5YdSLS+B|q zPzt3YCRPi#kyyf`i-$Gc^~O#1z=c&@)bk(B4(S15=;0@e_N2W?psDc#cyas5=$m<;obWmA^5r*bKiia+Jwlt%tS5zLHnv8p_J8uBWzQ^@jB z$=VZSJ=D(o?&U>YSggQ($%v}ag>758G6i(%et6<>{C&_v3EuVL+z@Vt-L^!9r%|Gc$;p=#nC)j^x zbj%X*5wzhU^YZ&l_n>qCnA}Adua7vt;Y6ZMy#L%TNdM$${_kcI_;yi)3JUmG_i1HI zuhQ>orAp|D9V9lZIb)|_s410W@<2O{{l+Pwh&@(OTVABdIu-j4J^HTwFrD647LLF4 zhsNqFUfcsq=%kuG8fdSd_%{FRed{h|V>b!uN*)#biEFIElPl25hJsWAG0L2qbN@c# z;7UzJBcKGoJ_M``f$cArPD;FERe?dh55BGy0A@x(&YRmM<(#w}-j^i3IH;LusicA$Rf z+h972*r*XxBjOICyio66mNiLd+sFQ0y37mBR$yss7&x$5ao^T|#5={aoiIV*XjGJ1 zkX}lhkQ&r!Qazpw-rLfB9ICWMo_E38bx#v~kw2T@Gb z9Dl?UUzAo$@gA}YiaI$80oBTY#GaLGCGJpA8G_@p(cCd`_dy(2|0sv-#;Nwzb+Bsi zVK|H-3liFQbu=sTRN+IDxr0BrR!ffVGA*bXlD-RL+tID758=^2Y76PUmITNKB`pb@ z6oSbxgobMB-|)4g>DOqB2D>T=2OoG z#=hEw<*NG2-d#jZy#2(6O2HJKLQe}^8JvXk@FbU$Jd1{AJyXs5i`mR(6|J-Z8D|zf z1tQ~wovTbAf)V$mjjXD~3?_RqrKlk@m9yefK`x(w5$l;FN9KsgJ%4HD(44-RPGsQw z@kI7@TT9EVrq9mKj{;vzrXV`xNE(N11Pj>~C1J2oKPc7d3k%g125Q$F@ntIA74}Be zwK5GeufV)Osg&ML`nzMxCN-i|2A89d7_ZrUbo}~T%VP9yO1#($kN5P32^Te@to3Ck zQTauli}USd_1km8-wHr79^20liGBf;h7jf=$_OpgPg6yF0Jc{NaDt$ZaBaZ#s7CA@ zwjELe6}N&mwgleQglb65e1Z|sa~JgxjMl5$6xiGYg&`8h1{}bm2lNT|GxyR@#B#gy z+K-GHD{ZOzO2g+YI|bk2Z4KA`K5mHizdM#breOA_5wh|*Pd)p(6ZBRt?DvrQ*%OAn z-CxVIe_7+OrsJ$ujCkDlj;Q?ZVfQyNhNzmay>hO!Y8>v55bv|$3pX@YC6<|3M9Y<| zSGf-Ud~tq#IJt?%056Y(B41ty)e5}B8=<^X+sTkToIe3K-+~Dpj&HZuxAFB~Z0?r| zP-vyr=#mW_7y5Dja_DyC|6)5?kzh+;C&pv9{XwVz5vrB`$Ua&?Mf7IIrS6u(RO+?s zL8(fQ0G_NxNpu62g*ZEo1Kf;VS&2! zT;t^SmY6WQcob`xMK;nt#jxf?3-v&K{aX^$ra#{@qOh$V_i!$akyaq>j&T4_%~dMH zcBiWx-rZPnA4FKTcc~vIiu0Gi(KbI!Kj>;~btGH{jbJ$c4Tl!O^^1nxQekr1Q{Fuk zS41@s`fS85ZR|`u71|F9(ijE5t1380hwCWC3rJW$}h1yJ%ktL^CTvw9XkaA6!xzd?dAh z5r{bLr7UBiTFSJ~#-I1bt~YY;426QIs;GJ#Bc~J3?!hEZFEc-(BNM*kucO$Ym~=c7 zl)9_SaBy8`m(!e5N@y^x_M)O@HJj?~DBG{=o;AF~R-s&JR{fg7gF-%Di_zu1Ki z40}oFzAb56@1t>w$a_%1V0g?*RZPvtwDkvv#Fo;AtcPb2MjD6k%(&>O{cZ{rDhtLm z;u`==N~lC>Nu0ej=^_WNJRx!MX#k=}&pTw^cOYzeO>lcmU}<`a&OxZNORL@7<3Wd7 zqq1{<@$Mh~{T`+k-oANWd1;uGW3X8JZK#C0fYle-625-qF(PO-HXy{C4zfgxUG&06 zQi87L?d_ns4I8_woqz98s&8<3{B?9k$*pD12a0v=bjZ9}!=!YluQ(!OtUy67F2#+; z+rxD1vGWNvjV*F{vymVgo291E!n#^>T|&_~;($$sr~eU|99UN9FYaMSn_}XI1;cux zLg&vfk*UwI9M^NLujh5WwfTH8{mCDI$I;xbfRPCCMe~#rk^v4D10+c~(}x6j>IH3+ ziQ&iQC^ZinLToe^lK%p+BAMo7sxYe)DktHMVV7|na;h+)75MT(%#e+k>gO0$bO^4n zEE$!ulmu~jPwj;`giygmT{3^=Q8Hw^h`obLiZwZ0`gt3bL^#CZ+6s(iLu`yuwp;6m z^7X}}>&r9nx{_TXwPu`M03bos7}tW*Q~}ixxaizK8Eu*5NE4BBhk`z+T3F$MD7X^w z9@rs=LHd+Mnf^;gk^+dH5FmFuGS#cae94gPwSU~i@-k6?MsLJv>T|}-=)L^UAg|Hi zqleb^$HT_+Tz!&}9Hax}$@XtAK|w^|dfT5HuOUC6P0tGiLHE`X<^y>7RxXYPqTUYE zl@_C=q#rf6&>}Ys6`4P7*M-{z0D`Q+K#GY6ibIpxV3h+}!O#|kX&2V9_@U;o^{KU} z!CIvEW#b@A922|5;p##+OyuEvb-nkD3us8*9s2Y9uBL86%Gjr(as&19@2XXh@I-~p!?kr)ByFD z152LA%8Ogm_ozkts)(hA=Q!H;uqbSV{z^mf4RRILGZApOM}S5P_qo5gUt8WXWuDqG z`_=N2!?;`-Ev|>^htpFM?qcKhx6Z$KI%#{wW-`B7-)qt(^!3Q5Xz28CuT=Ap$^#^g z;TdudonL+&?@@V1E7&=>XR?_O73^XUFKQdtlFgTMW}z_6(jP1qiN2cs?PoPxi5mhh z)2qM6gA`iaV%8Zlww~SgBfLQXsK&urFOMN{R}AU*n%N&7P^8 zR+u`f71Dw-Q&~J2fbeBc;|Pq7?KxRoB%kory#3qh(@o3Qz$Y)?+h{b?J{fwDH->j= zZIX%}s>w&fWrvB8md8FDk$=h#5sNF8(y^jN5J8oP3w!MHvGv?LG~cAm(eB+TcrDaH zz5bc^%U+JRO;G(sd;JLYHZHw?vOo-%;sVWhWM9iVC|IPcI01ZO+xlU<7m>lP z&)3fqZshU5S#)h_#9I;2)I^bxuJFM>MvuOQA`3PGf52X0^odP5SH=lBew-j#&j3(4 zP)dpYiIw0LP2;nE7ee%yv@*9pH6VVeG*#0%`DlBLLP%X2^)xO~c74+SYQf|qKzkwa z%v3KrjoR+tyYI^VyeIIRMak26E6>(NDV?=+6kRD)IZq=N4sbxX)-4F?2iGxyOs0hnf;0}zxFM~t&tt?ZQDP;ZV6ZZZ3yCxtWdzV z+QW>pSm=4^e(Mf;-W2}0Kn35JR*=3?U2#|P7u&c~*@=6ZGHq^=^SI6dQKW9?JwG&qj3 z+O4;?9v-@!=k$Z5$f|lRcKUxQP*igb=c(QGCvSHL9OilR(!Bk!x%myr9mi(Ni_S|{ zfX>*9U8l0D>8x(k<+3mLb6tCQmqp`$dvN?GNu?pafnmUBUpg^dY;ZtW$Be6yoN11T zP-8sgNzLwd*F>U+ttIk!Ih_xbY}}8lPI-o%!m%^1*OAsRpKOYZ1u+)S(31mAlYV1( zTOEtkEp}FUX>S z8_=}*BjCbS$RNe0>Aa~F%)*iO?Sg~Ra;e8=}ptRnG@S_6)R z4Wl$0&T+E}8{XcTrxE|LQh4a(XOSmA9daQfF13W1{%Xs*sR56<2I@!IFM)O1Zam zOyY^Da=WNOBEP8%-}|CFxVU#ugDtiJQ6iev_}lcWOeKgb;bnPmMkUk((XpjOd zl9R1aP1|v`Vw$%?p!GlgYScQf^pn5z!v&lOWRz|ESrRMaJO_aanm=Uut}-d{CjjK1 z_W|AC6ByQ&9Z8%k59?Mgg*piO|Myo%(T%aZ-OJ=w`g9HUoN|qS`>wibuI0F&o#|pU z)=aFeEK!TC0Wo)@1JX|tq`>}NsWe#J$oaDt%H9g=%S zLiMd9@X(Y1?pix?Ohd8EqyvR(I^m6#kZ#t!(X!+ou3GSD3r%EE9F&W7A$-RGei#Jg zXeyBtX^jmVIIrao!|Niak*{F2pL;LKkI(uENZgaZ*zvMHj*b$^P+*&P2()lCid^F>O&Pj>_J$}4Cy)8C|(%eEEzrJOL|3Zj{vz!MigR?sM&bpcyM zOhiOUfey=-UpM=nW>~ohz@-mr=yqKo{~T!#ocLrtp&Y|0MfGqdA7D+OAwh#@WI#_m z`OzXdk6uI%EL9RAGEsaTR@rlv25QQ+TsVdLaJeg47wbc!OzR{%bqCd~HAkyv-3~X` zj`bgbDXqsLpBf3Fx8#{TuhFuqyVcj#;)KENBa#jHxFRUFjxR_g@W;_R-_~?5_*?^S zjojs}jMm@qbFJDHC(=df^5pmT(3D*1ar>NQB~S_3r%n!0iIJ|JUAG5+(IJq6-6@5i zSDz;Os6>1)G)@ra%1}syYG4>iBav2_{|PcwCEe23IPXo*<#;>}6F?aTcd8vlFEVS* zQFs>p-RHm0_u*^)p;xkI(8lkXu5ubgFKjH61(`*&uiT!pAsFUY|I&l4a^;J*bvZ7d zz^btsTs?HS(AN))M*qT%t|TD zCAUuE9XTFG5S%BV=Y$H*v?9M`zdSN-pl#KlErZ(oDg3QKrS%z}L!Ut(#re3s%3eO@ z($Mn~Od>aD7mG{J=0_$GB5X#ZkWwL{bal0Y1e_F^&E=?KqHm3N1!l9dzDh)vpMFZ55u~-w2!5UY8vu z?vGfT@8ok!Vfqnv*zEG(BM0rLM+I-2r>a+s8y>H=imel^NEW|wp~|LCjaovnjC(Vj zJd{oIJFYd^_LU)QYI&Zj%oZ9e3Jd=_)=s$7m#Upb%a2AN(lf0s!8WdTBqm%UsdH{& z4A`dsOygHr|DtGMT4N*1Cby1Whg}`5Fo2M(^X}Q_uo(sVprA?eF`r^l-)MMC1Tz?f zR&GLY@?lT`5;$gHA6t5fAK@4|a`>2Aos@5_wC1Buvjh94IctsDR{QKUeL$+vz~^8i>p?bxwg|qV1)v{{ z&+~=`6oiJFDUu=MOX=sZ;&h3VT@b`>Jz1ge{p|6C>a;ldZpS(_7iJQ;H%y`L6vvrk zqFT*k-HCTC%#A6=mJ7|~J>}4Cf54bJhu-$u)h!5Ch;AA150K1BDVs3&))-+(UY>z@1zLMW)Dy#6y}lbre-z(@?V< zYm_BaN-3UN$x(jO;zPHnj*;(wGP~ILwEE3nXxa(lT(BO8DZa2eQg|ZPn%A}Bh!X$d z&W3kzLv*uHRilc`rz{s0UudK|DjtvLkN+PB+f}t?h}iq})?V=izZou&7>1T2CkKqG z-2#iK)}1@?G;Ah6%6^y*B%XMv^;uT)T@oB$FEM4ZIamw2Vuj+kGBU!v63Ok^WM+0D z?r1Qgalhv^Md>C*=W+uLgC!*juk`B{uj1n==;P_`rQF?mir}%P<8Yvb22k%t$*+bL zJUp$4(rw}%-vkpO_u#MN5@OFV8?B6?mAcInZ}YC&QspssA9o* zw%^ZUYYjyd6S-NDSbW+?SyB8Y{?@k)sfSzF${`+N{f)h4m^sRDj{ON{a$4#>q~{S| zc`dd7qhC>kSq=;u^h9iGI`m+}~S?n%# zz_%cXS6|C=$~3BOc)J*{v;2l5p8BfDe>!xz!el-w#z#qRj%?UQ1<9lxo}OR9Ryk$- zirkza_Km3(`k}RmcugHnfG(aKtrnf08NAFWo8H=Ilbn4Lt&F;+!!9SBTlRxL1c`{x zwKO)ShshU*KeRXgH}7)6TL8`Dra_>){9#OUfPOdIB!TM@+?vqpYYfj1BfZzTLjqx* z!6&Q}(2eO?NH5f6tCAU#8)dNXS9B8h9RD9!wrr-@5%fs)<@SkJu!_I+H9{N`;TlN~1tJ{% z53@tNWPXs(7>}IwCQ)pF@5^``4oi9~E^wUL?kM)sh+TnaO0s!^ z_xF`2or~VuR=l?&`;(5&X8eEgF6AGxW@z61+zX$T@rBNAP5YQ2k|ctol3}nY7clUt zp;?8Ge^)8DR5?Ab41UEap5n9P>!lO}VvVZzE%n-&U_kSE#6Gx8fy@k@#6dkKkVuAk zJ$G>&mdw+_p8{NKng}L+LoNUpF|os)w(uj@*9VVFC^1PFL@8lbo57zq_>t}{qAReB z9T}IUqnfVH_yY8p5k=eYA;}VeyJAEH2S6sQfa@K`cHzRoxTP@)0ms>Ki1PYy%H*v0 zw5FiAA*zzk%;PX6d%nXIw@UlZi!t|j7-~3;VL|B7qmtMeN)+1_vSOPf=n1uy2vzU>R2VlNjIp|^4`gmSCrm{~*>P%5Zt1)!2c73*3btV}X0NcXj!kV|4ZZ&rhidEbNg_M)fT|#)`2^uvF!3WF)^wYtV z|8eDg2q(;RYdo4wW`z-ZBvxAXW`npasC{;pS}ZR%dd%FBYj2VI@z-~@fB2HnxrPiE zs*d@DZW3sUSc#ViZL}{IvwFC(;Oyme(#zh!w)KmnA z+nNDQlylIyKt*^8smp@UwvbIZ@s#IkS%UGdt2N`PA+k4C+*Gm+$34^?ZK4oNCROQG zcZRb(`F_Vy1>4R)`erZty}&9c3L~+?qWb(MK#zA ziTFoa*$^8_3X5L#U*qBsQ!0>LQmZF6ILP(8H%}vQzi8b%&S}j(7f;Q833&9FGU=kl z3=LOp3@3Czp#yq40%#$%{uw0UZ@NIexv1itk1nQhIC8$j26POkcw$d!C4RV`4)-Dm zJM9j@W+Wf3WqGEE!b4G7@=gqt!}hso>}~p2|KKN+PiJHkV7Cz` z)$G1hZkDKcq{^U9NTuXqM!Mks5-&>YQ}wP8t!8xMdG3WHX(Vq&vv@g$mcqh!Fg>e2 z{Y4_yUV4_kw@X?0^pq)1c0Kc}+(Q5@r8^HT`nL!Q| zroT(-aWy?X?2esU{0wdYlHS5n!g>Hy6`_93c)HatHlPsRgn>PG2uK+YdRc^(%g_0e zzfE}Mp+Ac(um^Vfi1ZZ(_ZG@PLD{85B8ie)?x+sR< z2gDNN|Hae~#RQR%nrNCt8VkR4Nfnb%QscvF-gGRe*Z)Uh6mlmqj87?(HAKre=-m^! zA!gi!51l&+T}M0!Drrao>j;tHLMnN=>qp_u?voF9Hq=elZ$cq#aObl~J_ZeF zg3&bhxKj*g{t(5S8*}mKQEah7z4Nu%B|RPPG_+W3u=IjRz2czI5Wf&x6@EZdNUkW2 z`rIzKG@pr!AQ;RBVr^YyDY|{2-H$Uz9^l}vr}T=LC!_Cx5y9-%lp`ReP_RV1n&HFT z$3FsDy;s}`3T0B?2FSWLiBJ=2W*q<%+c0O(q=qzR! zxW#NIu*(i7lC0nM|8P7gVaXrU0kftHZbYb1urSin>+#db2bTZwlo={p02lPz{;&%a z1{4Ok*+zbpHLNPnbm@K4<6i9j#2g|m$&&nvvp?lt7|GHmh)d2*^iQ{Bu5!*pSiQs9!u0MM0 z1q9xf(`vW}EG2aHQ4I(25vS2Iiw3>S=WmGZij{STLia-O5{%>h#QXt5Z<8^DMT%^Y zV1kBofN$Bm3O0Pn1-_B#R zY;*{0zIj@+zhl96TR+Y{e{)G!0**TFw;*o|bU5msAQ(;hn2!@gb#VuvM#OKdBYC2^ zlUbtRR7CLOJQyt!U7Ksd7SGpPWv2kSO44cY3k^9 zQrezDt^`68WPJrM6%$Vf@kj@?8)s2Et~E9&fBSqpePa422}w@ErYuoK4pCi?I|_6X zZBfv#V>(?kD}gWCQ^!_^2y@)FO_;yXbIsstQMW9wOi)+;%w#_5L!C|J(k37#3n?O- zV+Fd|cj}>u1xuhE5LtUce~z9}9_tviU&{P6$_$Vlveq!|iD?Mg(7~0!L`#n2Y&?d* zLW@?iL7*Cnh7>6e9zNCPt|Bx;HSa?=KtPh{+fu^>nZY9LE!0B+P6S`O1>r-`!Q}JF$W36Bnrh8HFDJm z@x`Ldo<@QkTcey!(4D`_oBtV~T~IjQ?ly zatud6YbFvV#Ksbp>e9e#9Ewpz`veWuo&DPsfN&)N&qX2T0n(_jkzQ8^`?f*K>Fch{r%T$qnyx1hE8V$^--K~y9`M!$kxlirm zvJb`(l=47dDP!T6RlO~9z`E&AKffyc+-^8ouG_ZEFkC7*JNV?;_H}2k95i4kaa`>! z|06U=(7j*5Y(GE)gF{6+K4$U!-G6&BywY=3aggRfU>4Fj^0%?1@C%#%rVcBAMTA&l zzCfVyVgOii!;{^0TYvC`FC_s6jOGtC7Ik_`FExERj7lZDrf6G7ada1DwWn1t{IscO z(Xg91-Iec%F1j+WBV7N9>z^b!;}%7x;}>{;%l`iLqHVbJY;*Eb>To@0+lui=Pt@X* zDs3!Un;=8aKkq;OkSH`Zs>P5}j)@ZDMDhT){L7Cw9(Vny_A!%xMaSP%jg_ZC>^J!D||O z;}nIgYmEnvSmq~#!SY60z8gWwTUn`Rr6|VK7Qb)pM^j7=jgwGjAYzJGk!X$h-oSq&0G zYWE|5?6>Zr;!^PiPZssHORNQWgy@-EbqR?ua0mX6d-< z8xkbY?-InM1Ow8}kCde$^fwA4m_mzuXb|>=vKA!p$xx~XhUrO=HIMc?TuVXw_(W=PGBf0I+NJ`qgez8%LiJeV;UJL0V?k4N zJP_gF&pj^%DO$dbNFw>k07N`=EZ4fdSb~oeSEuHURO*C1TJDMwZiwI^QB@XX#gG2}>yqF;>$_{plCl_#S*}2#IRYlQpE~P)d=Vgxh4~p&i56H4u{`8j@v0N0yaXou2zCC<8>lbit z1lAY%^~_-$JJs!C8v=HT$;4jwkKGwl|BPkJt?j__dtJ0TK06j({i(W$9n!tuS?i5d zr$eC8{U%4_=7ER%DkcApN@By4LA#x8Ig5S=jDd|=|Dc7+QlRBKLwGEn zBcpQ(TjIi-{?F82W?47mR8|?Z{+W|P9d;Il9v4b+RuU=EY}Ey36jR8bh{AhzRzR)` z!7iQ~`$ttl7qzZZ|G6RAhOvTQr>BN4?cwcA1!zB#Bn)UQ{ejk2_8&c6q*(I_g_HaY zq1IvxLpQ(+*RyK#Ypkw`8WPH5f?+0>szSmR7+6e}+QI%qZh zI~S!<=`Yu1P14K1Op@K_hhT;SXg(O5yrU?c{(*9zGDF6i;QIx(2O$uel;(~#PQ5Gl zb_ZzkB8eRau#gCFU82byrtphqINmsulJy`8xR**}h<_SnGygsO9M?>-?)9d5mwFrz z(GObX3kdHzc4*PuY>&T4)rrXlwXeNy!gW&wFKw&HJv-AGG1-E9W&bIdJ$<#^sT&O% zWG!OcHR!@vaJxpApfkdVvz(ezQe&*uYeEM!zWFG1p-BB}QmjL$mY^#l#U;nYA&sdc z)ca<>tqY)I{^g>-KZxtH)>lzcanw*Gop?3&JXzhmoD%qcuWcI1MWo~tj=hHM_s5|K zQgz^CXoDbqbEd9&J5^l%;|et>vr!O{G!1+Aq<*zObc`TpE0_b4!^Tyoq1bHb z0S__}d|J6Oh#{!U7phK4ZWs8zfIpPiV>OAR$4o)>l;^lLYJb&42GM zIm6RQB`BDx3h$g+6#SO^evz`KCQ1-{|$O;zgB#K#QG(VE-A- zwV*WUew0LMtLyFIcNQb1H*@FwVU2C1$7{F!$9=w5ev93^>?xtp7Jp=v9{F6qFQHw1 zUGq+|R$FYo`#mkAmDs2RH3fm}Hav4Cbe+omFiFq`SYL>jFAi&lHcLTM=$>fpuJ|?~ zY3c=x2N|MC#tE<~sO{y7!JCs+io>YB%obSiCJdH0Z{KlB;zrD}ktPljyhh^Sgh+e&kQ_@C&I)CU>P!l&H z^$Apl%G|?OumG_avx1(M@qZ)6KEf zp-^Qmc{}Fs9uQ_F}JiFG2bxRPo+FEPjU1aC%10U{xr<_Wwp>57# zp~Un|vW|Y+o&HG^j{k5{&m9*lyz#I3`@nfN<#qCXxuW{h56p9pX@P$qfImAbrW6?- z+L5z4Qc)fmILylKI+rNMIRXOIU-2v!B2|BWI`qnpM9`Ms{5!Z7@u~h&o4TYZ=6hD+ zGk=zD*`ng(!_qtp)cVIB?Jm?G3h*ftPlHrwRrg`n=f8hhQaJB5GJ3@(p`(SM*#Ykv z+zv`0qIZl~@k}U%aLy{s+5Ca5_YwG6Bi(y=b+Y><=9Xu}im}VtZL@f_>k#qO$VE_f zCklCr)b!UvO|5U?NyOQ0Qp5r%PupYb>0WAS0Dbj1JV@yMZhqm=OVmKn02B>Hkh}H} zxBCVTRtS+!p@;HSRpAlQaj8@)tF=l-U&v;)_^U(+4)toc}8Nw)ZJ3=cS)WdC=#Be*xyX2G|K|A z58Z`eg24YDo6N9#H2Ue9O&Ml}g9am*uA#`&&wc~W-j*(^YaJ%Gg#L8CJt$iTo)Bpw zwojW5D&=$Do|LYJ4Wx^0*9Uw(T^IgLjr>!u8%=S-hetS7krLd5XUGViwG!RAfmq%bW?Ld62j4W6F7 z4-E;C$nq53s63q32jnS2j*s>eUL%}`4{MhYkb)#jAvI@?DLNqFq82Jy*?Zvqf7m()=D@Zv%^B+#V zXX{yOt4E@`{hCVZ_O-pr47-mAzlfOLAIcF%`7c<(kynHDQ9WoXDZa76Br3fwV!tcp z&3qdVvbV-Sed12`BtFzs6Ql7GLT+@ZRArRed<1R$?8EW$q~$N##PG6jtoVUGCLpmz zmW%^$d-Yu`bo|?;b9j~1=Z`?Cp7{MX>7OL9%)Dt>Si22OR4C^%X103@DkRH|4k5QO z+|S zIzri5hW-8}k6_t1{YeigMkr9~4&&?qW`W6{^@GA%(%hP9ObUA+gNfrsJt1V?o?mu+ zYcGOM*!lR4x8mNwkNqBmpJk1V;vw2wl>kl#${9V&pf{8VZEM_30ZiAbv-PT@=-~T+ zGmp84atwB*!9r8P65)y^igw=^5|7f)&6tAt@LCfOBQMc&b#OMh`|%i{NZ_^=^227q zo*Uys$BXRI5~1{k_t}7oy8D)b-`RhP`Cs#8fMFwIgudf|+Zc!5lZboZ@Mc9HcjedI znwh7e*F@}3&q696zHwyF$L2V#MrZ~s#>Cp7Q)x}RSMF_g(2O)$j^+gWu~TJDCcTUb z8b-$Pit=!-0qpE=&sDoniioK_6 zk5@DDmMlCI!y4;+MxOgrf`qFdmIo$6{qEn$ zZ|J>#N=VnDmX5+E6oX^Z$`Y|OiwGZidfOyuc+oQIT#RmXd~dF#ZT~c00DxV=sG&ad!s6PRU5)5*Z~-6&5wRd)VWCKSBzAiUA_q1QM-p=kNE;M> ztJlkV(zR=wTUoj?SR{C+llnNV)RqJYGo*Vv!lhz2P10cs>}d`}{iWWk zWfB3w<_JLkVFbo25gQCyaxYG`gE4hgt*Y)LY~;j{Au-smwo@aSM0Yf6}q#H@K!c!$A_^t^{MT z*{987wEWTB+{ID-Ox3sun4coHcz%3nfvs1nx02S@E-<=Zr|4$)XJa7H0by4FdH+m7 zL9k3Nj>b+j=EbhZQ342R2*^l=sN{h>?Gv?bGWk(5Yj_r{=E?9^@qcq0!RP1!U zw-2p-mso9;+sU;pHd6Yw2c+I3QzfK_`p%c?Zm^B5uw-*5xvjbwuQVTQcq`&FjO+^K z5Eues6fodugg3v<9vip}tkYZF{QKw~2j^S6AB#{fr+o$3R^PE3jIG4yEVKP(`3zXW zEf4-Np=?m;IHftuVhZ*eK@})XA1Wjgj?QFr9`a~K0P8g}{b~8wqS3TB?;9q@cEI=; zLcO5&RC|6-d0)%mk**6Vni!}1`K14$2_l0iT!8UAFbc2c@8%0FeYwUc_M2N4g>hi7 zA-(UGe!pJp2t(D*lZ65u2GLTu?| zIT{)`53BnaO8I|=Ez{$EiQLHi{T&y#)eXyJ7lof?CZ#qzIn-Xq6PrJ?t?ifRUwXwm zwe^co{FMiD%^+GypfIzVQ4c=F>a?^aXg+ZTC`F)Nfd&D&62b@^=5u*@uZx$Z_e-ok z2z7Dava76p?RKqY0s*;c%@QJ@H<#|@`qx_SdX65BBiU{;7)akN;QX=F*=5QaP0%B^=VvNeDB zaJ)~xn2DtQeC_;v{U_KHUE%$3zz(>RKg;A)>y^rM77s9o%jQ`*j%Vd}w}dW?umk65 zIEBpUdX`e$I1*10sRjW@8542TP{09eHq?d16GjX279jGK`}3BY6dMTy2DTHzmSsx` zcxFCm&rPEcVN|U1Tj)fltAl99#n)j$qY`5UlGai0N_;&Q$^ln`#Wv&NoX_1pP%Ij{ z*9L5iDp^3Hl9@Ubu0m**0@&;9q^9f$9x330ey$%_&BTm9_^ddXd; zcRJngzV{Kc#i%}Lj}Y;K)inamvR&^=H7C{yQhJwMekppEG7C-UcJ z)tgD}tao>I&)#WJXV;ivaAd-})cVwsEEZKjspb@6AZ#>7$B!ga^`Y`WMvZcUQ5 z3;HGilf8S|{ku(V{&J*W$#ynP2f(;{he5gx4wLWjcx^3cc>oRGX}#UwKiefuSVlDd zn_j1V5jTQ7=eAKKUqY0e-0V~7$|>YCRr>{9y1qwRiq6CGNLh)kvNf*aqP_6q{$}pT zn9fJ~nO+cp(J_X}Sb&7SVZ+bh+21)c#Acmmo(wagF(Y*=_zp#ZVJ}_SGR&H%eaIiq^En>mv-K>7n_1#7ZIzN7|DsCfG zc3S8lCf6nPoB=M&hSXy3WNGE(0Fhbks4ay2YtMd}j#CfTN(%YE6})P9G~hog>qQcfug^cX^JJiM}1m2t>z>+~RcQ z9c?NiwBeeaHg~c|u(^2}Y0fzd9+wwJJ{1i|)FCT7QVI1&CPfJ3DF}#=i9}|DMJMCd ztmk7V4XgxXXS`O|klFa^4+7swYK@yM&)qtDH%R0P36H;p?GV#Th!b5BpV?7~wdPIB zKYXTwA$OJ*REyR6_%0w4(GIREBI^MS5@ZMvrp09<^LWF&*tCDMtW!#~N&=yrwl`i$ zb5-BJN06T_Z}ir@p|nKvb7<^$s7?eh$XwweCD&;gu$x*j4vq`?(Vi`lwpMbLh`TXc zSzk)Vr6br68u(vu^(wj5P`8Tvb`agK=TZK0^K%t7_MHlJvUF*=)eVgr^Pz8njh`|6 zxqJU~^sM^Yt>rbA9qx|seX_Qx_K?EieO+%uuIM*A?~k8RuWriQPLj83qStszUe33D zJ57%R(sRH~GyE0c_C4fge8WB%*Q!v>|6EsRwfgK6W8-7C_-_7&*awFl(X>Vt)SYQd z(N3Vbn*{jwWeQ8mphbuSSX-fdDn*FV$`hi7(+U`q4lPg4L-EKc=8VkMh@BA35r5a` z;-svCg*trZR-G_$bQtSE%Hm4;RvUgUDWTfGF2qMk|7yt*QCuSw-}(pgY4k0J zCFHPA``FmW`Xm>KTg5#W7B$6Dm6njSC9%JyKprefit#Mv6rbs;a%SFX$XkT+EZ^Nz zs7PAfYfKio?vl61V;ZL9a^EB-DSU^O^n4^>X|7Kp`CfeP^{EiFGGfO{2#@Qiz>_bYy1E5HAMpSO#jFDrg!JWbXuSKZ|`;;+{rTzsS$)6IGXa+H}M za`<8Bd#+}^&F-7PZZ&$jT+3TGH4QQ9XBu_QzK?86-V?YfF!;W2qTg z&T_q+Yqn9Kv|zEAmzxq+(Xwz5n+3arhA zYSAUMt(!8^@{Lm_{F-ltpSn_|oY~vD>D_GoVFm^E{BST(-*K9Y?RP5IznX~Z4nkG0 zMl?@39CqDJ;Zc6FWeJ*>mshEv>0h%HNC{ohg-NRiklLR6a7ONISm_-a)m@{0_ zZE!v6i9;|$Pdh*5uT`U^|MS?0g7~t7WE}O-auw5SW-K=2uiL`$sxcO_ZXei;`d(*e zg(RUV-RL;o^ezGGZ9V^MF*GVcb5E-jRW>yyj7eAP@K_VER&yqVdGOA_kgsz#WE^F| z-D?Sl{#y3YqCTfGU7R*gDNtIq`IMHXkMT%uMzeu zUCee6Pl(=yFtOiWaVq!wEElSF4Gs-4yqAdzC8d6E!1ZdM>+uPH<%8{hV`FFAoxul2 zDUuKd?RAUq_W6P5XVcUeJDC}SYT05DyGKVkAnzj5en!j$U z2scsnQm0P<->5F-ee(JeThK@k8(ZOZ|Ha8FH|nnw{G>9L#Z|Cb) z@=bTo^B0~8Z{YWc3x8-d-H5LzO>ExhvgLx^6<@;{rXanFLH+Ny* z+lnW>vQR&n|F-(kOxAnkSOyqh<6$%)2)xoMUrj>LdhjaP4`K$j9GlAttZw>D5>tfxB#?rECTz0 z=@bay6CJxj{gpY%V0bc5k7NQE$rh- z+une&BWF-QHmQaZEuT!B&h!kCe!^djsobx%T*cK_rBHf{{3;~WPz9}Qi=J;k->r5Q zFUFp9tVBz4Mg)cUpM7Cih*RwStcDbaHMqFM+?>x}7puIr@BZEsd{5m~%m6uD5H4wN zACggk3^eIhYaYy0j5I^h*pC{;e;Q8p2U*#Y2+&psP&<0>Ua5mu*@HcQ4EzvJMw~qR zYYyIW7N4)jl8ey3^MrY6SD!X$vU%gSqMB!qDvz+ z(i&)EygS+oO6Ks0owBnHbZz||5B-z%EvuULJF1vv86C4|4vJ{RTs6p4dluRi5*>7x zskb1~o+(4c)+=fodcCwNch{QhX`^I=iVXUqk}X<4Jq>+`hW>wLlU6f*ykPNu?Min7 zJ~1?~1CTLIg?}Oe9T`O|b}zv+wCkGe0ccs=fWEhOzHq}lZf?Eu8+II|6|s`E>j*mh zKK8HCv&}anmXOKif;%5p=$cU=z#ArN0`sYZ8aC1;piIJ@=61olXHkhfc~W@EcTcXc z^jgl88Q9ohR|=BBe+3}7`!YEAsu0EgYqM3Eem^gMZXphmgwureWsx~9ayZXiLH@lK zs8_dpEplQmVKAgOLmJ{aI1*T2ai}W=zkaeKc7b~XS!%pRI}UNKn$ynb%qD3*4JFUU z$HNtJ_Uu*XrTOC-X|KdG8;yg%@8Va2SrnRk>tLse=?A9uCC$$;s zMrAzMh+G?lM1(9uX6g3zcJ?^hrCt}s+Th!E9qvdp^|0HMwK??Oe_5CbWe7eV;p0c! z(wec$F2$Dbd3R=cE;}dey+uxuOn8mgBM8@BHK9HvfQBRdGuo$4pB`y8$cBQPnI8b` zb%bI8qWnrk$I{#SQMd(P>6KSr=ccmVWV^!ES33joa*iiP#L23owKW&)2#j;`2qd$$TH`Odovw2@4%CdFPRE8iA76wVIU zgBX^h{t#?pj=#62-cmPmPm^24^JmO{IC2U@2nYM3r!rOC%oA-@EPLSc+nAmCtZc(fm(;`JFpU3Dm<1qo~=hE*hy5BPdoJrMmC0qsB zuzq+s+9kqRl)VE*6@cQWsTqT^_PW-QW!|7# z4z?RsSi$^c4`MJ2$YOMNlAn=eE*}Gn=MC7?>T7o?8^TI}MbM%G=k-w_k0sAj;M+Uz zuB)9!C&^lG?VH{27Q4kHu;ePrW&w16Bk^-jtjFV=P`$fPZExl!?Z#)GL~;{1LHQOo z5)-{JBD9z)`req^xa^8Ny)!vl$!(n}QMFy57jl&4TBob@yAqN4mw% z;=Ov)=Q_N%+51ROdWf>v_h=S{4fg#-0*Oa;{@f4Z+Srr%S|Lm$&k0_XmxK0nTK%8% zuyGGqr4u-E5Kx}0epP5tgjqnW4!)fux5%Bfx9P*FM5Aa=+KXg5TdJyrYn83Sx?jrB zFS4aD$Cf;|Za4G0Od+Y1dFwEUt91%W(U@C$UN6q8?|Oz?PtwTwy&^m_u1f2i{D4ff1YxEjzk@t zQI$NBE7HZ~sh?6aQJ$n6C$crW|a;QGrTYh^eY!5??m_WCe zu`PKUcPaW7x*F<^>!U6D-1p-o^ok(i1{?1m&T6(l?^n_-wp$r_DG)k_EKwUoK%yX# z5GaTgM7P3-<|#kAOROF7+*SuPPDgFWWc+)nvX*wF9$4x+%D8$W7F|V6?qi!+gmrH# zSylxosA;-J8mc_yIy45*yvJ=(=RH`CySp7ynVM(uCYL?}u6z%^(i_V^Ht< z3?yQ0RH4Wa1jD$Qwp$jc+xsRs2EOy5egHdRyV~fLIP+bEsE38yq*8j{YnPgc_+yHF?xCGH4@1^AI7j_YxoK-S+m!5UDizu zp}X_M1?&=`t_XAKDvt9zzG+4y!^cS&Y_X-;U$L&vcQxj1w-=4a^9l*yl;qZOXCj3~ zYi`yK#2!FkoH7c44A?8IjhoNLIjAs4q1JRtB@zS=d(nT&cF_B z(q&FLm89#ySrR|N+i5_odh4>GiT9cxV=O$VHFKY!p_5 zHO=4GKhu>sy@mqZXUqm9I20~`1cY$xMG#Ue93RF-g3g>oL2f2n8c3v_>aMQEFz@ z`InY4mA{V})|eJ>wT}<&;33(^0TetD6w6rsuOH{i}s;oHr97lmQ>03NOwH zmlz7C+3DaJ$(J|DHCP(B2am?rejrGWo6{~U>|m^)&;AZo40`hb<$%6GFCY)+1i_RF zr5HRrr50v(ox!N{9UQ>M_x0QPDD9D4@y6|6jsqplBiMDz^8226Or^Uc#8T)LboH}& z=B&h&HY?H)77QB>v+f`>(V8fjn^BW|V;l)C206kPuwrCDD^t3)^}Hy_%k6ZmM+ve> zDvdzp6*iIv{2j<>0WrE_>KTh|s^;^+CI^<5UNi^^igqZ(0TGFD{C+cL{*>v4=z;by zWXhxPiMj6v^RvGe$14A@^6~>oHpF)9jAK#LKVS)h{VmW4^PNkN@V- z^(IB<>n*?jo$kLq)DnrIX;IxF`(B4ekm}Q?L}u}FN+JxwR3LFJz~;;$(ScZUsh>o$@tUq3Fee5N}hc&BBb`rHwN^+5- z_c%K=@-$u(`j2uyLebYZtq*|^?FP~I4p?frTwSF!F7STAwK;X>Ykv!(mF2!OeJL~> zG|itM7NGj132Xf|*lY{XfgU$kFH$t!8%AG9yA1U=ORma#znt0a3)+&hjEf_|gQ2AS zjFGHAQuH_t3qf<+)?`D{{Jm7#n%1_H_3Z1j!b%Zriz)V?Y;zt?prG8|XyUqbt8U1- zL!_0?Xww1XLBe!|w4w0PJHyU+g~VQNyJuJ{6O2x$@>b&h!&#dM2N9|zDy=;ngO!27 zs^C8)5WAJ;gS@+SbtBY!-x#~{WjrD;v|Q=aFn?~31RKVl+S=#Y&aixxT*KC_(ui4589xoU%GE6C{pgn&86%iVs{l3q* zM!C$v6=HDSR$z8G_Zn6)xNI`m1;LlzfzX&NJOV$p#((lQHPh4hRy-BPh8;z*XkKRe zb5_n`W!;|1zk{T!J?ZyAQLRq--{%QGQlQ~;5aRgZ)6l5#S3HzTbLWJQ$%5EEy;ARx*0fQZX@3m_pQ` z15tG?5_6RfPOt{Tf-YArd=j0^E%siE(!#@Rj5|I^uj|lK&=C(n3qBIC>sKovI?dN} zz$s=Kl|l;*6%b5^(vU`Bj)D@gO-w-)68cNJ%+N|wtETVpJ-CkXR0M-9?1y3-PssV_ z`R{B!>!y2pgH2vyn4&KlaENnL!0igr`k+^aM-rSS2SKbn6-~0ekfI4#WVIX!xeFjf z@<-)Mxa-Ml*{!?BX_1?5BIn-cFh=|wep%e8Cb&*eCpd9{4#NdU!%v* zr}4uly^6a<>h!Q-flVfASdbdrL37RkHo=ryh z0O85nrDX^+jl-U&SpeQa{e-6=qRrRf7hTJeT1@lC2sXna|m&RJeRPDGL8tX5k*R%E8SqwW{5c)Fo^s{au~V1$xKdk&@2h zwE+a*4Ol9Hj=5vBbiYGa3^0d>3OA^KpSz6nUw|q{X=0#ZXwdO+i0Aa*H1S4i%>s^p zJPn*5u7V#SSLEIt27AjPU;i3H&H|EwH4Za~qZ(Cs`u8GbgM+c;YxRc!)2yWtzHRL} zu|Q)Q@O}~H3>ET~zK#ot@OJL*r@QI~89-F=wrnnXBPF$AjGkGNGm~&*(vV{c$*v)+J?W=&B&AFB?OIqRXN;7d5C5smmEF8MqenCj zK_S;&D^KJ^3Rm%4XZw<9xXt_#TfB2*@}9h%@?yvTIz4U9-q55U-zLA}F1EYj>l%^8 zP4&yLP}(ACPP;RSPfkvjDJ+5)^0_VEhGy})jl2B2#TlpD`KP5J~_|f;;u>;D+mC{2)jhqnHSQVqehY| zl5*g=7IQwqSdAKDc@=}5J{c0I(j<6kE+QY-0r|JvQ*G4#2?-6L@{9>4YFIL7*OUm5 zY=n-!a_n5^ZE8u~$>DU}YsBp`ctq!yUAdThHMGGw*W7+8rlpUm#>5S`$WmjE4Smed znRA|x4{U=%?nR}26zQd_i0d59znyXRhsNZZN{0dn;qQeGe@x|_uyt4QyffsP49K$;kf!cPWJ_3{OnB zWfVspkm3T~`Zvx$lo*7TTt8sKr4&)eIG)mYTZED0(DeAh#K7JCwWU!A^IT+QR*Mx05DEmw z^=Dvhq}Y4Kpv2nHxTGK;29YaK>m{;?UyG`>2aP8P$8O;@)2Z)7;1l$a zh3)cKth}KpDF})`$=M`%xCri(A@LA_faGw3ExKP;jGDE|G#wcFNyElNis83cHAVHR z?td5j{3rnp4?7!FwqEtmV}DK7K(@LozdVjBlf6{o)LHTt=H<4=J7Tms>np1#X-vVQ zBWMhPnG4?(XNle%DeCbUlQmYgD@9#Rk424`np8kwATGD{vU$%k#3=8iG``_<7658U z?!1uG((IpL@#?<-9N4Jpc42UtMEigx1a+{Wva0Q$Jm3x8vZf4I^WJbvj

    a9Cbvy6m`PDmL%;dPHak-rLCqo|)-!7x^ zf6=(qo`yrh6Rs?jPRb`!H_oPXSQ=*p=<7)ONHWW8@~5}Ck$E213Y8!fUh*M*!_3WD zwhj{thw6tMmn!nyMCWlqu(5nOp743 zp?y2x&f+p|?bmt7a2?a3ltO;BL6JTgLxS?syUfou5;5DjXs4wc8n3$?E> zN|2D^pmqh+#wf#>Ok!#Nc^s0`tCRpFSYcK29wwbW?GObvjw>+c#!?_2Mh^J|TF-UkNn=kmfY=DffrttiM5)LWoU&d88R0V|W#h?Y6U!;Kj4hv8 zq%*jtUg3ro?UvbcGiFgy7mCXl=2qBywpm0Zd49ai9t7a}rY7wEy4guC>JYBTcshwb zOBb$PnDYI5A4CqK1_z%x_gONp9B1^njq4k*3e6>)co!Wb9Uy~69-PM)MypHh{}n6w zOr6QN{y`~&P>M@jK$=iN>*E!#9XobqgB$34IAl{Xo~?*|ZA2znj%?-8 z+x^KI49jk!1TSf?0V^mB8f?`Yn5UtB3$Fhzf*UDl`lK2(Y+JB7j%cTJbVEx}d=A=4l!=>+k)e{}Z zsx34YYj$!yA;r*RG4aLug5ZC<-9yzHw&;fbj0#P9pDPM<(0&Pr1uma0;A%d)xDpI2 zixVD9EidP_pzmjwKsejqoWy$b2Vu$gl9q z2F!-7i}k7N7ypIdhzZdFaa9E4AOW(!8S6q`mOoWlyO=)b9EU!hJCgO!pKd+*pE^COKlJM7ux)%EXU;D??md&R9=eQEr~ zD_5*s>89>nwYknUZSh^2z5>O0Ra}#bLec!#81K#PcO)F%_2(WPr$C;$Z90tjBLdrI zyHY{ZY~!6SG5nF9 zHSni1>J7$msc%mI%#8`Zrf|#qC09o~LDtHsvk|hByN%xca=3WgTfWu5%H`)fD3Syx zb5$@TB&Ta?gh>)a8w~}nl*DujBX!V`pLozGW@J@oadKcB&`FAmS#3FCC3C3ilv6I8ay``*U+C z;Ntt~cqqj%!+4f;8+uBf^{+-s7b;8`B9vj)T@@X9pk7bWa_E>|6QyCjZ-f2YFjO@! z=LxIX)+uphVA%f{xe|c>Yi>7^0Dm0Dnm*h|&XM88F`l~iZ`0-|3Q6Y*-B5^DgfUK% z(*C+s0wBYRK{4FyZpk`PP=5daR2-&ncBPpMHBH)HS53#+7MTsHAbK13nhO?X7F#^# zNG&m9%q8uHWHAw1TZAqTHIR!yktnN=mUL_u85FYd;j)FtZdao+gC$0ZrdUYc&a)qF z9%;_5#RK(l%*|7`IfWK0(b2KpLVqFj!KyJabaZLF<`NSBbXm%(fXt+LdAF+AlNK}t zi&In4Za2J&SNJU!7fjGn+j=-mM0IzQewyY%ViikjXD2{yU7i#9Dv)QJckCm(a*ANW z!y3}TAre4>flxU+{XsOL7X_(^>PDOl*PUHeL3DrRoL0ZGG3_3KZo%0B(q+jf z$qyAkB1cTgP=xH%R7Wol9t5e|9ck!DDfU)V71tyrmJ7h1>;H!ViUw+CAg_*YfK*6< zgNDgb2u7qufoTG-50A}86AgunlMJEWMkb+G`B(sHJW8~PMoQ8o&R_?bwgHiQDjcQ| zErP=XUUqOUue#IpT-`g!Ud&x}nnX{o)AHD!-eCsB2>=dl6R{AO$@I_pPX*{&s+s+* zm%vOauN@_b?XF?S-^aPAfBmLHuxLJcu)6U3&%Yoonki#q>`--Vr4_{J6kl_RI5bf= z7ax_|KP@2xb@YE_H&|^>GxCY8#8NJ)Iln|R{uTC#MCkSj>bbG)?sh_u354^6B+kO} zhPEG6f+{TP10@E)tBlw1)H*6X6-lBd@<{9sPR5G8XlJ?l2I_|VYv$Osi@pRJA+*-0 z+DZ{YrG+aOh$f>b7nGV6N$o`=6+Y~dLvX=BLR2L-1=4_Uw@$l6=9=O+P)p$JnX|Rv z=2wLpbDkOp^=$|$T~$OBhb&Nx;FpAb5~7z{%+Z)UC0#{jcAOk z3Ri6C`>uRNnDiYG#GOb7X;6Dnj}&=>dmWo`3Ta#a8aMD_M!L| zyU(|s9dy%asQ5k~CgL~}k2}o~b%{sYyBf5xEhC>BVoR|q^`iaWS!K60gLXeXRf~H+ z4JWLB5eew0`a3d6hg0ELbxBfeuT|rY(=qBpz391JDTsPNr@;Z}>>~kV$C2sS3su>g zYae0fxjrf7PI7TCd(L+uUk+edQ~)fb9Rdg^^mJJ=TqIs0MS(qZR9??lm}=Z~KmYPYZ}Dq>?nZL` zaID{Quqo-dQHZn0SXK~cZao480x&|+_I0+?50Fq^1!mUJOOvYz?Pn589jaO(2<$!j zHdTNCjZuUJy8b1ryukPP9eXjy@EN{hLm0zRu2O|l_KN99!2Gl^2bY1MaKMn*>*dYVffQ(Ww|1{TF<2q$#fM5NvV$_Om(WP+Viq>rkDMEAwj|a{#p1d zw|^~~sXI86YSEQqC$V^3*U&QSYP*_h(>l4X+@XA9r9%Qa6;%%pf_e%E zD~Yc!PQzL2Ck@6m%qWx!?r_%EXAz2}(W32D>{Eye%rUI7@u8JpHB#?-K9$vV1?>u$ zosa-rLu)2M%2#wFq+3`eB3l7{z`zZg%`>CnbEV7+QRqGouo({n`U^CxDn99;AT&^m zo~{GJfdMx^Hy{Y={|N=Lxv_<+p}TqIAQX=+bzXsfoTNxdBqpfSO$L6aTPil`65*r} zB6{ig-ix{ZIAY+kb>3~_bAWo&dtQCsasIq=$G8PdL`O*MkLvxWpKF&QA6^RYS~Hk` zVU%cVnGT5f6yXNSFiFIy*u2H0Nq6%#+iiOfgTRmjPEf4+F0z|~a7_J`;qdJw_l4Ak z9kt8)x(#B-)z%xALv|=3hu5oJkK`(w)hY#BS&rTJv@@}yy??WbsAG(|X1p|OVV`?D zwsNX_^|)oOn7KOO`sQu51DxM@YWgMbkyw>ZP;6veXE!3B)SA2`zJRk4)fIE(*Ge%P zU{MJ`R$)+PThS}dHnPx2eHjBK1<=3DMn^D=i(?WNmRc>ebQzZ73lWI6^R%WicN@^*}27~j7oRPCZBv6YMksA&I4xE~E4IjRa9dxC@&3<&4^@=tP$dqM>k5j0(? zX`fx|uM-OdK_wA0C;6v{$PH-$p)^Yk;d;5v=&^LD$XbZE^?Itsz0GCM0*g4LpG1i6 zJSv1aN6eZ>b%}Bv83RnDMJP(qgE$7<{VB@rGr4DBnVRaE_PQ|hx^t= zt(0~=eBtp3V6j)W<}^w`PpY1!h=IIafmqY|&!AoYKLlJR^ILKh@cM9ozwS)?@-FMc zs(KE2_Rs|Fwb@u4PMnth8Rjg8qc1ytdIYdU?+7CZESe;6(;*i%J=8 z>cGmAmkN1M_5=$te7li^#2Ht4#MFx^ObS|sv|9@Ek+%4kuX*Y0!`Cq;?09?*7>sZM z3Ek(jvx;sZd}8B~*vG~e;t0lVQDEACvB=Ex#Pf(LRto|Nr{d2p%x4qBv9U3$<2n0% z2dUICMNqZGi332%NK8nTc+x|>Vf`xiokL^0n?9_*uA4VltI(Rx>pLfYk!=?*D;=m# zW2CA6Sl@eU9LmYg68jMi!5ImQszT;p5$`V-J9_r!f?uUiqt1PLkjVaGC;s7tSg?ST ziu(YV&Faxkk@<_MaLZzCAWq?8!#makcg_)~yfCF{I+oE`tm9^N@n>`qv(wm!$g&jE z&Fyh;;H5prDd|i;r8)2_oR~fpQX`*9&aAT(qz-Np(^l!Rd!8PWd&voEU@CC!MUM%$ zF~8!M!Ij3{te(ocGGD}Z^(7N&5-Ihu@(2tj<8Y8oe@B;)Z|mR)K%p`C{1FhY2TSOY zNZ08bggk&z1b_95#@X^-goM0Vq?AA+a|G`5IKuF{+M$sH9620+@ebq^1vQDSJu$BD zze@Cnh8T3`2;}5&r0(gE_^I?)FcG>O0voP}?U$tSC8fzT3c0W6!Gb3#`3X(|1msOn zAx|!7aS}Gj;@U}#Wz4ycwQ8i+!6c7mga3=IckB*r4c2XA+qP}nwr$(CZQGf#HDlYh zjTt*P>%-aiw6@QG7_COtTlMq~C4}n=_Y0YET}5PsLumzqX2i`jMsKiAfpTn}>jQ+7 zr}JQ1To0emlTP|4xp3FrnBLlr@|aP<5V#CQDS|+PSmvn%|E3LN3V<|LA&ed1#rbD` z?tyU;8KxfzZV%yGtMA}y)7dA!Z8Dpv^2RVYGuy1lr6+_ycS#eS-HJjoN0`Z4*mAYL zkt>Yv1p3(tlIs($G~?%c?yOcq|Np#ro(dIcetSQIr{Pz69<}BCk+CfkTFkdx;<2_a zYdSM{M?R*4yXO9Dzqljo4PP<|cw#MzVF1T^omD&x@1`mO0pY?jXeAg{n28lw+8xg? z+q-JAAWk-jbmF-)D}}&Bgwx3SmgQO5{4%%WoxZ(kLpAFzUW;X^7dI#I0)aYo%^`w# zJvZ7sgR=mN9RbRZC}*LffHWjPSbHqp)ccyuCnN>27fJmeKhOTvYc2&~zUoGE6LI8Vs1B&6*`90BULmkhqCr%8$qi@2v+Uy7O_ z*$_>e_o~oG7+F}X7u%+RUL4Z;=Hq+&Ro(SrYtfA%L0#h>#CyK@ltKOM{RK z6Gik=Z22wy34#Ie^DfBRL~7yipi7ZugsmB)P!LSRge;GRG8KjdB>+NvSs-x1V6aS3 zAtM6HebUiyNtqOrwVRYl=+^!3O48;rg2&8!5WV zW_I~+;f8 zR7Ww5U{wBnX&V%gK({(^sU!8ml6Z_vps`O?#i_D>OrZdKt37Rbleog8quKl$0vQvF z^?H;fz8k246vs8{K^bIoDd%I5B?Lmgm?tkF%jFahFy^f8?9{q3 zqXtcbn=B~(*^mA8tyD~c`X44oDTg)n`xBlfFTINsF`q?P?K21w#n$8Vqb9y=L}pJoyLKz zxM5n&ymYqqbm!nEsh`pOS|GaFwsA81#?!g4IP_{TX(d+a^AdgA^Zrb&&V2n?_y_7s z_u%M>Cia5_M@;{4OaqK5gbWO;K}=gTz2edoU0&4hPc8c6flos;Ox!yi%}St``*oSQ*{X0{NYL1ZuTg$~RTcP(+B4 zSk8k2aO;d$&jn==H=3zFmOS%6Ny&q@PN@Zc{9I>dopg*{4%xrgLiT#HfQ>}QjmqNdEPZ;tUGV1@`CUE$Fb2}^x;16(llW}$ZUKuG;7=^KpuA^F4Wmi&BfuB-cb2rpZ(!eHw6rXN8ipS0g~Shr~I5NS-z(AZrdYPA<&vvBq7j1 z#ZjUcf>!1{u@J)Ks$fPdMTinIqkK8!9;oHaV8k;SM+ z@n`~^TOcIS9>W%-o|2M~A+R~cQxdwi)^@vd@k`?%MKAkOZSz0pu6SFo7%3NFn&n2B zam5BG1I_&e5+SO7s4V5d8Vr2?a^Sw}kq!Y{G03Mux&V$pI6pTYZ~OPAA8EedvRSu# z0p-POe;w7RI5R zHiiCp4$^HoL;C&fHeaubdicGz zJaZ_PlYN1}l7xx;68XBedB0NV32fXjf$Y|>q$I}`hEWeda9--ODG-SR0!jCChltWG z`m1Hd&}FI!<5v|R|7!LwWmZ7eh@Ks-;Tvk;RkzdPwj-tsdawxn54Z! z{1KwC!5{6{X=13!h!*R8W-1gjCbcmRBxy>RWCDR=Iql6p9-H~N44PC2PH|Yl_s<3J z(0<=+R@sTk^@x0`t!g0XFh_WCcX{zUQYXq{2ex|UNJtToy*MxznDP=axJZDKCFeXW zP}I27s|Sf*sMbobodh<^6p|V~n^YZLg-X#R51YRvU*4@JnuiB0B}q_xd8gt>)@wZB zSYfH-K5NUVf1so(g>`gnZT#Dm{<~Lo`M>T}oeA%{-|8~<16AQ^HoI+Z_q*+FeXS2h zB6~uQm6=a7TV)zghU~UGTP)^<9!-;2v84is@0_Ji;I#NC%x23r*`znF-e|g^ZL`<} ziCa#E>Jo1f*F!Q{eSpTozxZi%mb-X=xy7c4kd+{M zYC)jM70io{6>11stv8n1j=c;K7ZM-^9muF|2Pc&}7<8d+S`6i92Eh`B7Yy6s(IQ)+ z??F8@Kmj#0SIZ)u_N&n2c{MVkISc%>PW@W2Q|5nJu^JXfRc@8Hv~j^NE7_mr z&iyBeCummqZ)HMTQ_x(hk)jVh9~cBqq=_8|k7+~>nu#{f3GZJ$&scQM)iJ}8aBv@F zYQ8?BQl~^S>>0YgpQ2~=g8YP=Z?UzLyjSoTdBjsJ;{5h`8GU?Fl3UP#HVpEUz&;}| zeJS7DQSw|F-pg~(Tl+n96wVZGMB4V?{CUmCW}I) zh`F@{`W%voOC_`y>XZd4L3HMdc<@DzfM2n=A zXQiIY`S8u0%=>ty&Zt4U5kWVH=5eOJ!Ui^*r! zbjTE(WxCK51kMir;{9JvEL8L4wUa*j`S|x{ggB42$r$Wkh z>x!%V06|kHh@(A_$VXe(-9%@jn{sn0v*=eG6E6kj4!L8w^%NQoV0C-y&A9s25W9{} zn?-a^K0rC5q|IW;jr>cR*VtcDb^su#Y7tjtU-=Z|c2)qRd0)_nY>k-TgYl6`2)(r0 zhq0XCq+aeg4oX{f|I5dG5pD zSf1YVcYtCvR61IC{@_a4(a@!764JWS!BYm+K^!iFbR3qR?QNb8U!9tzlQgbrf2?ND zxF_egaaI`s*EWZ}oEx$<(imsWa-0ws{Q^(@f9yhTr~Rj0YS7#K3=g4Y`MIwmW%Y-+ zoM?2J-*MxkYz!pDf;YY&xO(a5<@~>M}!N6 zX_g_XAi&F*B4|fx2=kP+fc>~6JjWCX%A!yXl0Sk4aoFcV7Vj1Ha7!3L>>!Z8$zBaY zGL%ffC^{-2-Toxnpn$9}kn_+~DFX>uRI-X+o~1;?GH51Ukf-=l2XgS_R>hwpS zI&jF6KF3}ll#!HHwc<62voK?9Jgp~%HIKKVNpIQ9YB8DSZ&ybCBV^HMZ(cA#Ia zEYHsuE+rn59(cZYRnrSxnvGVHmc}dBzvS%3He7Wa%|K54uo~gK{2?@d2yFUJMtpx_ ziR=0x5k6pWzgl~i4J(mB>`VFOHd<@%Fj~?|QQ=iMSEGR_?#eT2^cB#t-zP%1H(a2T zisWcR0dSTR1|9Kkn?yt@7N+sUn~YIQXpOEQe}%ImdTiIizXM_~aX3z+eUv=D?=J3} z9OYuTj`gXcVUVk|T{ltGZ&HOi$wTsZUAYTwowr-v&b?nZ+IssqgjsnE<(z_GxjNdB zksoYfz(z|Wn%itKrT#EgJz578s@whrcwSR2#E14%ZO~}fB^X)ue$UhOv4dHH+rFmm z`7GdZ2hF9}k*~l}Mzv1uh#)L7?FoTqOsf4rwy`QfN*0$EfK6AjunBIrJGf|R<=C@o zJ<1D5w^Zaxt-k@&IKTJFN7tl7 z)3HoIv>KSoj}}*4BAzRR2GGb9vuHjjAX-;a@ckA#E+R4_35*wMFLsc_@3c2BTa&Y} zSbPfg`y$pud6&0^q>Jm0JOPF;GL?Q}OcMPQ=yarP(4W&O@LWaWVndONa#ZU|{WNlfU z5gMFY8@bj}9frYlF=YzpR!ht>QRmz38Dsy#xXN{CeFdgAx)YUUo6-Ppw4cy0ENZ;- zUZ8Zjs_CDn(_nHZu`tcELV0D@$vY0&o zeNTKV?!iw;SfD&xm<{@T_c!0@+vqE>e+S*snem(sK(MV<-W6-`9bURB8Gk}8Mz92* z2XM$3RKWSLc^AhPK{`jG$@hRs0q#Lee3HsB7k$N_T{U+0VPK_|hPTQz{46|SK;}6@ zs_rDijENM1C^c17hn@qn7z~9X1~qp-)XXuzeo1SE=DE7x-$P;KLOR3qQ18m)5}Jmq zpyn{a{GqvgjVg+~#)X1WXvPy_uI~jTqzXoGYQz^}CaoIaIEf_kr06tLbQaNW^iXa4 zas>_-{e&e3ll?fPaL8JS=-PM^Mmi}8{p+e{@ZWpz3ShDX_}v&mwX_%u2`Em1$cMuM^=EQ}7$RgtrcqLK76$uT`;a5)^c|^EjBfkJhKWBP z8~`t6N#G~tyv&OD2Y zS8^4Jr2 zUhVew5{5A+Pzu0mVIn>TcIZ04L@(;wG!P6w6oI0<;w^E8{$>Nda-IX1mpUsQcQDbB zGzAfu9gD$chANFER8g^*G0tAfw)HJBr$ky#FIQ{kIwURQM0G za?;sVbrY9K*SfuX>$kbKiKqYJ@qK-Klr@B`ENe~?J-{bkEgFeIfAaP8vC3|m>O#wN zL0Ld;`I+6}Y$h|r2%4=VDt^M(^yhq`q;ePs3x;tuNC3d#gcVerfE+2}cTvVKF5Ad_ zI^|d5JRIbQP))g~f^Sd{UiSs3A38Il?>L}=oo7J{>ZIH!Lm1V}bU zQ`=6Y{elQmyU}Fz`e(lHoOY?WzGz!<>L1MUxjYUi zOOyxYh+a6$1-6OEVhB8iooPf02y+@o11V_{w{~O+8e3TFkyt-$CM_A)#SM5^V}n~4 zutGeEX) z@RS;bgyFk@QUi)n%j#kWnj|iaoa4538J*Madai`~Vn z=2tKaoH&o2@nE{Alv2L^i&U3P!jA=1tZWYt;=qlK`4SJ{DA z$CvfIHilW-cNBCW;~eJ4PbCt&6a|S=BB!1WdK;xe?+YU69raC;kq@hx(3mr2#5MH` zq2INTtqiMhZZk5TLo4RI6*MQ}VS3PyXAWPDHm(cBWO@^Bqh|d*pnztp!@B>%Iqi~I zCl*7JP!`d(Pl2XmIV283?b_VOj>#Vd!}3I2amHFq;Zl$O!d8&tnTGQelbo3BSIa>S zsl@rXkrddqR4m69+sWk5-K6QLdZ}7yc-A9n9|B!)Fvg~H;R1k$-z5kHZ*mB~;BLP- zZBM$Z?94k_j&f7qaXv1tHBr~ZxKSvIKd)iKI3cD1jIp+AP_g zIw>*|YSVAdU~3D9#Jd_CB3k>Q80m$=IAIeju?1&G!pFgO)1VVN^;{V36|x|v*r?*T1Dhe|iG$ns$JoSGI_Y!(E}E%4OteQgXwGz`FtU3RsCrrX@Kf}yo~Qd(qg`8bu6WrC zz9c`Eu^U@yPuoYg50)(TzsmeFdz(}eX7?!;S}5ANY(`P&6NUX)BRw_tOf4^lwm%WV zb3;S9Gj*YuYT|_8Ko2zYLfrX;opo0|E*%{R(jLe4=AwhdbFlNF!j?)~q=_59%>mg` zS5Tj@I@D}2v~nT}akbruWe?4NcI z%8u15V?QufmMowp+hwE%2^j?oz=g(cX6QT2tGH#oBc#;d|Onb{M9g8$akC449D#gnwIH`#H*BX54}hVBY;f z%k#xLeg0LPJ0@9f>_o|+g7TnXH#G&0A49TuE(?$#u|Hf*9*8q?GGx7758HF6m9X;1 z3O{GdSCjUKtucpGSIdaV2WOHAgvA*`&LHQs(Z-`HE4SMI!kUBZ3DS+p6)#acn{MU& z&0jZR?z7(^uSd4YjOi1u8R>6U;gq;Da)BRpH$U&StMGoVbB(T(qUXZgtEu`g$LjiC z>HVU8siVW1#BC;7(HPjamNO2)cryi{76@_5c{(R|2w@l;hoCuw`S^Z4H*bYi;c=S$ zWuF2aHd)!66Xt!^I&<|bazq>$&>*izrnBYVdE3u6vln@7YTNIJwEVT)dgdCgDlyeu z0IuTrz%`)4R(m+E6-ee9EkhPg02@?!4$oZjlWDYHUaWI-*yvnGREE;>P{~0%w%wc5 z_VI)>ZG3Du>*Q+8n2Zifsu%;37D9loTmZ>H1~JLQibK^S`BJC!cqsddzy18CqeXbc zK)D219UhPIWz0>R+ib3^=$TV(McMx!auEfYiT`gxN}8l=7|W3N^hJA$#1wDuGMbID z@UQswB9xt@t>&$lud!o^- zUw0Ipc2#}W3NJL7%S-0Rm1KN1ltO-08m5bM#br%f-Wz^}W1bQM${1dr`alyMb#z`f z-t7%&*o{R%i;vo2VY5L2^F&a?6*8x+C5dr{rcVlWO0@T}cl>=ge(QdLM%P=j@=KF7 z_!y~W55leqC??JoC975#Vpu{5fsn>QHMc?uEP#w2k|<%00%`>!+(N;bqke>xacPd` zXVSI6Hi4**y19d|4iYe+ltejd(_Wwx?Ymq;4-pKlk&!l*RB|WKMP{GF>!cnUICpQj zQ(=Iiwi#r%iDhlUh3z^Um1dF|!s%boc9?#+FV(Z3mTF_12 zNiVi9&uPl+@~Lgsm*T~9TIdsiG*Jh$uBbvo@Ahy+Mg#%29x96%N+48-3hSYMf`z$= z0&q*1(!%f!t_M9`p6>Dzj7 zboT@g8uI?df&xWF7a#LQZu5KyTYj4^+g&!bfgx-T|>e?PIKAr3sFFzF)Eo~6QgFP^ChxvrSoLGI$@znDWb?Cj8 zS@lkoc+9I=Bw`Ab$>q$k&2~;ba%%2`dUpyYlweJ~ZE> zJS2Ix?*sMTGyO$=7JlOo8K~ox*)CcpYtKcT#D$DFLPclLcS>2Rv=zCGhnF8XvJ}Cb# zy8Db|J89=VWbq+-|EEdjyn?%6ZqoJqUB224wbWf9$xUoNoI*bTAD?Y$_|%g}^>iKI z^C0Pm?XuLu%WyACF0Hcbtmg;)@2&Vm*}8l@TKAexXqP@fAc{SFjdh^~I&GWSxje7Q0--%9rQ=~BzV^hx(md!E~STqHJaYKc<&bmQmuI^YS!INf) zvsy||%8=PeI$!@&qMFX$>Ed7KP1BvoaXD8#!J8U=fo}U|5e)$do|*N^OlC?%Bm?^$ zgwvm033~<1m_7Y8e6AJ-GbiBR8RTx->^*xq;^Ef_s0`| z^}obdvNHKoNwOXnNCO0^ZY`QyVFbOW*-QzC{JR+4>{NTY8^n`sx0`m5O!iaM%58GT z>I9~_4aW2`Dn^qUcSHd&-YvvU){`<6jQFsFjs;0jSecdJ`hYY>hv92#Z4b~<>#9(cohONQ9bRP#3h4TG*r5NZ^u{9iCmW% zS_lO%MrCa!oBrp5GK&V9K_7G7AgTIZ-%O^J3FVC*@tf++6~ zCSe5iq|vT?6r<})m_@jQzqy?-PIdYA_b1P~UWOM?`6;o-6ahP4(423K?(xVnn2b)!k(Ln$HfXDpyRc~u`BsQP8xOuAay2-sxdj8TNX zSVDzmUY~mHHoHd|)Yto_bhq9VU$z<&$JpF_@931!1f_P&Y?G*U_#>px(3&Xjf=uCRwHsI!8I;?)bKxW z>Y#tVs_gRI}ma3Xt>M;HNS^gbiM4KBeo z>)4_BL#|2gGv>A)c@6@DsT%R&+MACSj*bV`qhuxD$!ma#;rt5uv}Ss*wG!XJ8rh^b zU!MYVdL9KRH3$r#No(N%rLZb1xIz1hD&}+|_k+i+v-Kz6SZX-d;qiH=+_0S39=#Yf zbAcZawmhKW>OmiE&&TsUy~l5M%YE+B0>FETx61Le)^hv{4!v zAcvLqX0(AwN%E*Ci=)L;XB#-QI!?$fmXzGrnj;r4v&Kuj%>CRH*l75;$JH{yQw~yU>#PHzw!nCUu2E zw)Opf9WU#5)j>L|+s!eJ{;8TGR~Ku<*R zE?pK;7Dl_Bq7WI2*i@P*@Xc2YdU?FwwDrL!JB`Y2)E6()xq&`oMn;TJN4_X9@v)e{eFC_nLYhp zEbpBC)P2wd;R+L2Mhl~wA9$unaDl+m5sfy9%A{g|bO1QBfC&_C6p}hXCN`Q&y<_aN zLLcES@%~n;r0=<2byj)>A&RcWcZVB* zl3euG>8YvxCv;G#iMapHQKsiSEjX?sw0WrM7;Qc*Ic4`=2xiGXd#A8NrMet1)+F zcWK(Yubz)~NY0aWS_rzH@hd0PEZCQ)GHQ&48cNDAhvmHr#vQ24j*}PMl(;*=bop*d zEe{)rYtou0>LsUWf&LYRcdtfG#q0C!6dU)ga7=G-TF=aIcE#Nscw@Ldlp8{+H`fzy z8wKPmqkmaMR{fg2Vf|3P0b;riWZlK9gN86jxc(gG%Nm}w_2?I8pmDLbr)6d2?quO!g^;GCOlLWmwpH?n!t-iZSt|I)=32}BdpCx=q(jp?Z*cIk%fe}N}i|Fgj#qs zDxn#LlQ|&23oi@aL8GGbq2Xyj zz%X=CAwiw|xCX*>}tk760OHp-fO&kYDMNAQWIYJE@9Y4~wuzYcZ@l zZnvv$;7Cq-POmbZ&n(_S^(+zbA)0!A_CNGuc;CLq6_~;-1Fk~~bhL=^Iebr=Ejm^= z^ja?)L_Dw38p8Q`WXPo`#6yvATuT_Wj70beBhg&L+)yB!8l&Q%oS@htSp6Qy#r0pO zjiS;1Jgb3H(MYVewqk6}jwgf=f`xz-9YiU0t1cJ}BN^2sqk0tV0-6UkQKC)AHX3TwAqm(7m1FT>Y; zWwz~NSqp;qcHT;%Bk`G{1jxzZd&8shStzooi#q_h|L@`jhQU?huE5w}5aW9lSC75M zZlg#y+V7r!al1AmAOs4-W)RqOtHlJI<^U0Dw2w#Pb1;DV0C`>OEEF33pvj{4QMiH5 z#Nf3*?*@VDwIPWFCq;N6Z^-H)U;b*I!aBiZaIpeqNFg zyb3$BCfy6Pt$=5B#A*J0Af{M1}I_tL3m0$>4vgjk@*T!RKnSk8@8poDEj5r%#X5nuiGw zYSo$ug&5WC>7@9w0@e)AgAYxNpY{BngIbGLkSlZm`-B$nvyh^Mm{exHSKgGEtS5> z`X7f$alKld1UgS!#T}vpu0y7xdP=Z=@ceSX0Q0#TLJ}u5%}^K(waR@Vl3GiQcMCJ= zLQ|h>Esd9j&f!F9ukTSV2nP!5E0DMal zmCq#!+A-Lj6wvVE)%ez{m4(sNF7=Uv3p8mhpF7D;Ii%$GC{H4qQ9Ry=>5Rb!1&U^? z<7fg%)rbT~Aw9+BdZ@o#%>4q%3^U-tBt$-ASDQH)QFfw)!OS#Jj5Rfy8E4*Hi zQA^bDs%-j6*R8l0NU%LhA5k)x;nmMCzfAYu*I{~-zhM>hx#Y;{Ks)+_R20yT@*4>%<@!9KJO+ z=5fe5^>}$wo7O4=z$$1$wAt(j3k!m8+COtUnOmVi%tjgIT%^f^jKK2?M)GG<{(G~4 zR<`kpNXve|hQA|E4hRDYBMQm;734eBrpUR*HfD=WX`qYW7=3yq{kMCk%ziFkaaN5DMum=%~4~-liRJowW$n z4mrmI4xuxi_fcSiwEz?hFT9gtqhH&XP?99H=`}IEV?p;8;6`OIVjzjg?qr8A>i9zNqsf*bTHqdas=S zt1?My^s4(mxtJVm}2K7S73jDd`Yg5R@y!u#de=kJKZ5w9@|>Z zmNAI#Ckdiq2h>7b{XERq>p6-+)tqbRulWpA^tklj`t|#WCOZ?aHbM^8;4Tg-kP{Wx5C;5<^s~z`D}aFMopjO@`P$Y~ zKjHHfMlq-oNh!MEpl+zIkOWSGz`(05g3o^4tmxmeM0q&vC9fMrQ-XIu2A^szE-t== zNz`c_c{yzN)A2fqjU>cGTx~$MF+bt#Fn$RCosa){Q|ISypxZiRcNSLo%1EL8Vcz=w z@N@rm)SbLZV;>ws{?NVpsON9v8*_;0)CY!VR@@P&=TQ)0pvdz&->?4scfnuyr=K;L zT2AG2=eC@Za~`DGcjXB(Z+GX#Ed;iu+?rlDqbJmBF)G{d<;9pk`5el2i z5VyR5^e{7i_HV;s>`hhYhulq5c7Dq*o&r7TKW6-1=Fj^tsQEue_1S{+8A!g3>}=e@ zat^pn-z-SL^8P6N#Ut4RQOk|Jy+3!#N>kBk>-8oLg|E>NGW%2y;bKW?fb1kT>1eM@gIt;)v=#Oqn2U!7vPi z`G3a0+_ul@-A~vYIu;H{i4YwqR2zd4$_JOnI&_Sw1kqv>2*=UoydcdT&bnYEGr&i^TMXgEyy2&++{hsw|3?B?p~&kIop9`>FjgPF z*K5yAc>m%H>=?TmXfYp=K4KIsGOVeD`uoTic^2)AX*G85HqA@PnmXM%245YEc9`OO zBgbj6!D9xy500`So)L!%plo%aAWUj=zMuWm2E}aH%;NcSD1c-XOSBRY8wHL;PZf&Y zL~SZV&^DCXf%P6;&z zFMn#Q1rCU8>S5lADyZ!)cX!TF1=MuN^?BByb~8d4TM5yAZ_oZtbgq83Wl-bC$WCcs ztve|R6!pap`PtA&dVL4a?C@$t`Gw!pC)24lb&_~$9utg1>;rH2kz|L_>+m-2=*OU3 zXsL%@eYD}!4QVV2%Yu@?Brrc^Se=BQ_aQyL->*xQD@WY-#O(oI4a;zs<1-9HRlwSZ zMGqSdwna?Im^VjEL%1AK4Wc|k@g;vf-!^^`VUxvA%FJxR*|Qb?Vxd@?xHlS+e*n)l zF<7E+47*{daeMNfgfZ-cL#yWW<8NQgZ{V6%tJAA;T00A<;*!IA*2aeV08j?&y;~|$ zk}=yD=1d4(Fal^qBOct9xQ9YWrt8^-4IFSkx9Ya})?#LMNm*I8R5FVOf`t1BVE~~4 z{G7+2_i=$Gfl2p_rZje!@f(Qj>u5cxk1PK_|Jf;lwD7twT5sIP+&D!t;5#;uU8=-dt|<m)iHXtZ5SrG|(trkO_ zDjC*9jS9*SL*>WqX8<2n5Jbd)9YpquQ_v}nBK|l)R>w$dk$mKs`cD%oEKMg7&>-QX zoo1vX8vuIhMLG8#iGZ=PD#WtXGFaWU-9Qt_MvehvO#exEVD7pDfi1^Ve(zV+BVpYi zc}jARo|!VsU>Ltw9goACJeinJQ9*oKVF3b`okF-~z`D+8*2gg!-E0gD)6EEl2hbG^ zd7JybKI=!Ot7IXZR8cg1NIcaZbU+%qWT+>fG@4{0V@89<^Zj+`BqNGG%D}FP;8fv_&?Q8FHrM=m9A+!9c{9vz><~!fl`ngsnOmv2!7X_YUK}b1`oatv& zDcnwt@8@lsEUpAr8Rj_A6IXM>PV?hI+hMo{t84Bu&F&pjGP_BAxRY>&8h!rncd#?k zf{q8(!Dk(CIeq>@<%bK!9=6|Qc$~{P~P)5{(sN5U99(cmeVaCBo zcs!|?BV1tY#U~33%&y_6C(1bQ{^QbwMvn8fA4fUC9WNaW^PZ> z+wYg%$|0Rzl)A$IQ?{=Q+4EoZk@_t|d(td-{y9Hbb!ImindNm8d{gDVW7`A`e@N)tZSc;im6y7DJ z3b8`KObfG&LsAm3=U_+MophXhBz>+Kg|#JWwS1Nvi6`flhZ$mH6Sc+6%+X2Iu)?KLAuXFIK^em zqucuph>5lj1BZ#`6(MpVE(d^=+2OJ-f1T%lSDxwW&?@u?2#AW>5Z^88h5*AqKi(q; z#QFWbW(32S;`ZLP>?X+`MMviA_&2_opW~M1^`Bsg$6ZE{ zhHX!AZkV}HA_U|!u3F|z^x!;%_53U$pnaf~K~;&k+`-5DaPy5hT<7Nvj$xcx(n;2F zmKqxl)t81>i#RJC4)z)#D;HY~Z>Cw4s27S{12^U+0NbfyA3hjRhaJ$#~V8jN(=hALu+mpFNUgI zJ`9Z1RG$GR{4wO-k>jr*meNBFb=IP}zF0vT9=<2{zb8*L>kQi3^|+0b|Nn@3%eJ_p zt!cM$cN%vI?(Wb?<8HwvXmEGe#tFd*Zh_!#X)V=hj;c|2 zc}H}wq&1J)0KSA~{p$+a@=SJ9MlM8M$A!SUh9S*Wmq00IUFnBpWo`}bK$z@;M zpY=ufv&Hau2&{Ac?rHOz&v=6JD$zuvK8xsY{rQMOg+XLUW-lUP7zWR_HoMD5>dl9O zgGqXCYac|0(XWGs!y^*|8?TPfvf;UFfoPX;9Z7lnY7kAaCH;_^1Ea}5Mk)@Wq3W=R z^W=8lgnU?4bNe`r&Eq|YtUU;}TPb=!vciW8n|)cQF!gUM5#d}tMS!!`=+yH_Qdw{I zsk{1He%yzyD2;~l4GJd)lF1YJZVR3nlrLpBgifd!BWuLGQ0%waH_c_zx;@Shs^toT zD13!mGRXA_a?wAE3@G7c@#trn%Kytg`01f(Vsc?^5?s-9>`esMkoNDu(yCJPf5Y6B zq5bGAWYU|jf_g3u+w9Jz|YuTw!J0SKJa zB%RbAzeE1^UIttpYzw^1KM>bBLg$OMf?r>b2^2ywh7te#kqDOHcW$@n1uC2wxqZC( zRl11|+T~B`=lLM3+b6UQKanVptb{L$29e>QjxpOBBs66;)#|z48+z8df2QF*oX&m4 zYx+QCvia}%-%Io{s&w^i`(QpdAu{lFE)yc(Kdts;Vc9G6W?L=|7@KhiCk46OAxS9C zNkS(zD`~B-%BU3OU}phCbqvxtHPeXhlBLFLFVCm7{YeVuU)h^*9%q13DACB{_NvrB zCZ{>g(ED-1?ZA4*gG}ID=^|Nhu5E9Luz3E)9RkbhYK^V`kw*s?J~KCo`%d-y=OetB z;X|d25%?qfp-JqRp)*g7Q{pUz{a(C^i1j2h1z-ZL@8urs&Y7F0$xS&67ln%yW98P| z0%$gI#e7qG^mgs63TOLd37d>9_*fQ7w{_olb!NEh?9EhPLWdj4r>Z}cGP2`;m(0czv@Z-s zwee0VFN!?T&zd<#@`uVLQJl|=z5k*u`72H;L2uiBlhRpK#ht>1wxp}(is!EbbhHu5 zTdbnkxJG%jb`kJIv*^QW9^Q(b?8y~^<7ud?=7P58zRqfI{`W|#<@vfZMG^Q{X0#{F z9ZCg8rc0RRe78!Y%2cQ!#SbvJ`^)RlDZ^(39e=`B&g-#FmRz}Thk;?gfO=g5|^BG!2 ziFIR4KB2!7eR);f^g-T;QPyCMbj zH1ONqFq|IjKPb^~lM;Z{Aw`NLMKKA-Q-fSYOUFqiWsiW%E%!G}%q%mOG)Bv(KND4T zUgz6t_PKLXkzV|5cY#i|={{}>U`T~yFOsL57lO4i9*4 zI;QEZR|jk3=gHrIY@g?z$ngHk#Qc zDdF5UbHz9OzXvA=+L{in(+FsUpPmEC+bC$+$H%`YS(_HU%`Rtru=c!VXpP)!Xc)i9 z^Skse4-&ZGU*zcMY3R7=MWVc;vhXwa3rIZwjP^6iS4N2Q@3mw?HTLr!R{V}UmN_lJ zoay|roQ%-y^!F>Pt8oPEeqWFu1p?2^LwD=cp52fywY&Tj z`^t>xnCJHUJP96iwVM+~un1Z3K;c|OuE~Xr6UVkij5fcoRuK%u8sDSxA?WSAL;fj# zjJ1rBX^9|C#>F96uj_eFJwm$i zYF%jQNrB88vu}S7HwmFcF&MvSUXfYfc+Wr;TMSXw{k(|D&=6D~uvr)qI8VFp#Q7P-_2RR=L>-(W4VPI|~6E zwi30rE{Sy4>AA*gDu17+HGLhQlEkaf<}9D}iezQWLW~KUxGbXG1ZjR)sE--HTF|L&VR6p5-4*$9npAx_i;5I7&D9~uJRy}O4;>;ikOwm= zU__i4V0-E!WTtaca-h}#hCi|alIzf$EoC2m=XXB5Z=`GYMWw6IEt7TYC1$?XYN5u6iB)htj zR9Y~ir$UQ_Rk4>LaodB=g|iz-jw$Z_?2W3{aviS2U&cd8zKEtmnf#XmIAD#+ue9?i z(zm@j2U!T;Z?)gSnb(kX$AqxwoJ4X}+3BJ3Kwbv&WeSEMH*|X?A>uoQT3|>?`7G#tpH_CC z<}jo5r*yr%_M5ot%s@b*|5CR36&|tWMS8_9@vWda4me0@v;+?O`5F)K&L^v5zmVOa z4MFOvnn;-0!J~-uMJ;?1D}NAe+|TkM9*F$yt~2%3f9^+(2a=j4RWZfRivnDA2#pxD zVErBl#g8Pu=Oh*ft^);3l2u`@zKFEjSuWu?*I^jtulKU{UBi^gN84fP8Df<=X9s_* z6x08lwR}e2=uN)7kMb$JX6|3<>z{us70q-$|5doJRzLqo-@aMp5P%I@Hk)sHv*7G6 zwSecf2miG=(~7V`^b0Suluc92`2wX$$%m|`h&#k*`S^jYW?Lhpv^XJ=$cZjH z@K|-*U$)S}O1*GqFyEB<&y;9vdXw{%k}=^pkE#$D{6g{l$G_4|ZtS)YKaOjeUOf5@ zTRZbBZE^+AW(39sH!So$1>dHYXocJ0|68q{`22H!f4?{*Y4WhJD8pqk+SwKnu0kuj zQj7z%;`e!~UTj%0JW|gi=zHVi(>Itud#3Q6g=bNBofH`#1SC>|^2hVFjK>?^+zYzh zm-BuQT4^*j<|d4IP>4%Xmsnqq$Sr7i(+M_jML(ML4d8P-E;gYFM$gf$e-EtkfsNFv zg!Nql2@^9fAhYE}c?7{CgJ)qW-~!}Ctdq6gXESzY{63l!pUfsPB_in!K@-!Uw?rNh z$s%M#PIN!J6l~+b`vq307q%N>5z4*sL9eFK%u3$ZnUE&o6^;5^EVB%Wg!hKInv|kg zZpuBTlHiBE*kQu$h&ri3l>5G@97JXkl=nVT@k&Bx>fP(c;oH|fRdK7T@r{)$-Jah~ z58(!Zz=}FT_cYcKhB)*O4W3;HfIVC?LUN1ZDdSyMgoIx z&^)qhxqlsSlK4Wh{KA(bUGITRCzFk}l_-YK-#)3!kAT>3f7T!f&?riBp+}=SYb5!{ zpqf1b_ojEyxz}v?#lHMRJ5znxc_7rIG<=)Rj^6RzRZ(*GdryGbNGJ{yvMOM0V`=UD zy1%(;$pAZ%9OImBH2UX-txfndZo+Y`K*Qy*e3LB+l{@s>MwJb@&f6Ofo!H0OCnkJ* z7VDHu7Nb@NBP4(O+!@_%M^gsJ-WirJi%jnaNNds`MWX*mJpZ544EoQT#iahad&cu+@lAMlW{`78#Ik;5 zdc?Mi{|Y5EK15D=x0qU|bLO{NAk1gpEs_AF_d}KNv#_AtTNJ&(#EOto2>JE+v?cgH|IyMxUd4MzI7oU$mnk@PjnDAY@YB+uDwV@pOxkX5dGn%rIUd^{hQW^J z5N@%Bej(~abZqYy4DLBTkOYpYBJR(pA07+d8(qHdJ-ewB{D{@|;`c8esUyBZr{n)w#7Odi9K>v1R)-Tur2+?ksAo2BjJZ@`F79&HZTZwU z&$7`)L;TH1L?F;{E`R^1W(*3zz4aLB{#6%!pAs{k4kww|@o>e03YJHyDdO0G7N8L^ zd*-sdY_3w;p%rCx`6+O7x7(Yv@MRgtJ%zBlN{2{5KL1e57YCU(LX-RBiGh1mNLUkU zC{(ZLj$VQdW(M~_YIOJVH>8JFqb2SLm1?`zs!T%Y$9BfQTUOzNC(tcA{8AiLYS6Wq z!M=e^0St#;wyAr*6z|XafNe}q&efPvdc=4mc49D3W1{-@+C*OSUGALPo_grqM^EoM z^#-{`rWud42R{@6Zd+gMCQZw7PGuKDSitw8mi+h36e;(ok%s;8wb9RszkL>|Dk3)K z6;LOB(1MAwXc5gYgK~AE@kpJ>3HSs4beiDG$DPW1+xG&9AQ1M6P#CbEmIiXEc<|qV zb=vXUF9;|x#FMeXL_XYf^Q9b+8b1jpB=jxX^2GUX6+a~Of=|{e?K*#M5hr%7w(e5* zA|7i8J?>JjB)tdMsQH?5>T0hXR=O&?y4I@jP#0liX+W>=RZ-~dce9WT67Oc_2S*6Q zo2}1WbW_iDQ1ElsZrR}2C#I{b?f#eG)}KhMDxCtR^8pu8?Ij0?PB&eXIs_E5`mchr z?{LCxTa9vidkt5`$aoK+*Fdnmilv8aH}h3pHtYxJgcVZsMNorTA0n1=!6aFxxz$c5 zL7z(n(#$+OcovJ_9OW-3F{w~oa?gs6;8*sMV<-A}1fFl4NBe#CvKs?m@p4Y6YyAV7 zp3I)vM>D<_4<}{+yU)G?whDYq)XM(H7FkD+k;be3ADQN7BqIA{ForTkWAJ_QU8M9^ zbJfn?nHW|FEgUW4HjG3$x$p+S>WD2J!UyMB+iG4fQktZE;SG1!mMM3B?(70zYCDlS z$F~Q+z+U7p7Bc+s(p3l`oJw4-5Q5@%DI*^__N+uNu8<4nMBlJjk2wz9ji#%zfMK&n z&tVB+c1+eNtYZ-;oUNz6vPY>sDktj7uny0hUdM6J_+1VrM6zP~N}yti#xwg{_bIQ% zEpiI;9*Dz1sUo&EvcpVE1D^i_6*jKtG}Z}z4Dl?ElxZkCC$3OcUaIFGtlAU%Hd2D)Z}%6WDrn9rzOZy3F}E@dg1$VIvd1` zylZ-Rnzm_YT2xv{lN9txC1rOfwM1}qu3}NeBiH;2tyE=-3UPSgBaB4kjWqC2;D<|O zLPF^Xg?CWv8vPIs&F0%9SoMt<{sHaB3eFv0*4(G8TI`6e@TN}U60M$Uu~OuJnQ^1J508m};NIEnNaVLG z?+g{W-E$tNDS^xc0kG5tD4)1 z$t;%)hE}#7HhFD|$`W3v>)UKgKKu-Bc19OAs;aIF>Lg>er2SrqT`!`@2}0_lzS{r= zXIH{9_lJ?@yuG|p3%hh99){K9MF(;-?Gm^WC`wTxteYMxjv3mCe27ebKLjCfdDZ$wY;9E_6~Ick4wGn3=FOGTte8g+rss zuSdeqdHsa zNw9RlRnN|6!Q(fEHTmA%NFNlQd+ZDX4r3CKi_k>PP3K1|I8JR{W%OW%P=h-3t{A&u z`iY`7ywlZPv1SqteMTaMqkM6~-2e{7&41Q5UY`_%!!K*iS*-Ij%aN8q9dT^9WyjA> zdW+czqG{m-9gtH5p3M21lXN|IT7KPwXFsieFl+TC6G35=f4mF9E=dcyDA%0|oWzqu_0n_u${ zMSrIlL)TdO_tYA5r)d0tZg;l*7TT?8e*zYEz_!obPelbE(8*O`p`f~#SJYxv0cs+LM*JH1h){TbdH9D(i_FJI9M8B@ zBI7+K1b&gBTJF`?%fHLF%Nu+>)K+7UUt@`H1z3BwR}L2C7M&B`bOVk`tbCPnzpU@w zcmLUlqoME$tYcCBcW-67*~5|WPlZ3rIYEx{y?oiW>w67zdZd7`8nvB??S`w@@F}4w zWx_@lJx(sGs^^_F@5;11mS`?wZmA?2I!x3<9sI;?y7+j*lqOa_>zC27MwW(JAGLKJ zptC6CA2c=sbeIy}Cc00Bk6bQH1P#*UP(xmg%rB_Hp>XAxtuX?ZdweR3u4)W~3O}4J zK|yZ2M-HPh=E0#4R9G1yV`>ds(RDRWnS8Jzn@ob#(FFPM3}qmfawBoSZ57$!{nd0E zNOM(yiRcBRwc2@l3tF$Ihp`JAyG%Z$BMgaEDw4*aE3WScaSI&qkMzitqfM(=>v?++ z=?lgWa)Vo`UzcySo5hk{gTNm}9OTR)#y2Z)5~3$C@dUJr0is`LW0DE3Tr;RTnam=M z2tc&w+CJjFuJWkNMR?uX6*P&w1S`8=pqy}2KGK9d5n+sDy>Q|ud(LtruINDZrruB z+O#Wkib67X9`N?+%PAgW<$V<8cKb`<&-v=&inCood0sj_(Qdq=ycVp2v0{Xqr=Ueh zmSAiL?OXJWFNjDsGSw2MOR)`mD*hDz_D(IKu5zwWD>0dBK=ujImuapWpOi!cz8YYO zc{QX3n845FOpp^yaYui>GD~u8K00C$T~iiIOQIBfZwaSB%Q=?OHJ+g7O9CxYT|Cagw^TOysWFHB3K65EnA;C~c zSM_>?o$w7pB{O92Zh$qB zAM|X;lvJt(@llAe@ZpOmu}46kK~uH#lL4=!z=bzan`l}`=CJBdIPU>V;dp3@OZ{IS z&Jzl_No*w^_re!jdVV{}if|?U@`-jJqlw}BO*$M&);1frl`Or}&*jqyQAV@IN3Ry{ zV2--)Jlr6MyIs6^GH5Cpwy0wZ&DP+dCFyQK%xME{BCEox$w&!m&sWM5RbsNj$|m5H zP8;4~Jj9$aa5ZZ+%lT0`<7f%fzVE-jCcQ)QS?q9*5mf2k_r~Z}WDoqPRa(>H)w+aa zO|GcI(}l-ju~`-9_ML)u5^7xf2#BT;D2x+>-Cj=y^$t<(NYWm%X2FmM_*y_xa5mTg zT%rRqx#ZAd<-kaHi80SqiLQ)kegtwYv(S7B3Tx6-fz*0$Zyny{Z+}Bvf5;olQLfGGF;9cB7 zt$}5*5+*e>>-&?LirWUWujTJUlH0r25B&IdHBj4o83rMdn5XP8)nR-1rhnZ0%g>`o zr1iIf*q$1rD7@BUrv<4tm=ky;6oBkS32nwS4k^(Uo*pNeh&$_sx4iP+zS3knfSwT7 zP!ECGr$V(*hl25k)-YUd8eW5K>pI;0ZiTbuI0K1x)M<);U7^ z6}A&r2-WLybHPqU=MMg>M$#)jTY~-#UXUlWiyW>bDm|gD!)5rm8wdAv@yQMhcQMz9wSzW>dhsaVktFvW0x_E=3rktk?&!_$*0Hu~ihx<4U0#vbK|e~mk&FSpwi%$G zxMF^plS`D@oOKD7!7Sn`iiaN|yhh1%F5*-pP>;jT%o8oT}7O{GJRws*}LAhFCtpD?B-o=kfL>k;lB;clmy@)_g zF2vZci+`c9!RD#9RUwjdLDDV;zn_T4vVfP$ULzuI2weQ5<2{^E`DnMq_wXxEWO0la zCk$KFlvB=LL3ht;=pz@L4^TcAAskX5i`GE{qtQ_@@uGrDAQY3og>fV=h-PA+t8{`! z80Ab(9m)n`EwqO3#`!ASM1_w6NM?GcivW>jlf+Ai;F=~bN>4KQo!5<)v`2o5A16#g zIv_%x?khDD+QODo=&m46j*0^Ki7#S;8iYQ`LilT8_)`U{SdVnb0OrB(jX22_XoB0W z1eWRwb23IaO33n1%LS&`l1e1r-xpHl@X=Jw3 zf;a&Ok(?-%K`4r6yhg@u_LtAuWl$Ue)X7rkkbc90NNl}ia1XYISijUbOGKjjQ!F0p zObP@lf-B?y?u&SoQYDB%c@OY?!rXbZ{;9t=47R+z{ArD!Blxv}d;h6e8j0sm!XO@Q z5}J%F#o)v@u~j#ZIf3+_E&9pUwd@dL9iE5=b+M<1FVypSRTl#ipe{yy;8Z|M{(4aF zqCV_jv_#MyTKdPHFX$B9kIfy6us$anl`7342}5_m#A z&VSR>BiHwQJlbCFvL$M zL!x_#3whXrAV}GJzx5dZ@w##u-!UX`(04i8AS&PTDqS15h_q^B_S4FU=nY_E|F`R>wMY}T)6#-p3#&F|;m8jvU zs^V0hAg~@DX!!YGvBWd2H~JOhGs@3=sK@X(*v!_;^;U1&`)PHzpf1N=M^FD#~ zA6v1Xo^Hk(#inXEQOY#uhD|#q)RP3#-=R=X= zGtBdv^jV)tm&@#*fYSbx6h;5^R2#QeUT9a!s?ZO8hcg|tOO?*(Hsk52D(J%Aay84y zR%B?KeFYAwN1yVYv_9EvN!XNa;ivD2qxqGCfM~~i+j)ux=&_$`aX4ybPvTi0wpnhe zp=ZKcl<`*5HT?y{3Lh-=n@KVp6md|vR1&vkw`v=ruVelZSbk^RU>%zvL-Iq?Zt&+g zS_X&7&!xXh-`Epb#&wa_+iz3}ezvi$eLa_ddR!UKb6j8!_V{|zlJ<`uV^8t^zbkX^ zdg`Y9f8^A>PLCd^YfnNf!<$Z~do6Z~!t53z>9=_5B}O|=9rPZEPztiyfI}E@GQP)$qN{R@O zRABtqZ9zwmSlBAYx`9Rt6J0JqcF#^(pa%_|6PrFv+0#6v_x*Cwf{{z#{@Tx>yGYp5 z^zpY`9pUv47g*!IY!lv1HhAuCdfQL}w|e+JX8peQd7Y6GOp55|RQZ`OHRc6OQlB{g zxe+P_QKXR2pd*aK$?sdbg{|09BGyp#4-Uyt^l}2QjX4y{C({$<`lF&Hyjh2g_hUc% z4kfEBK7LEor+>?D#h>N8KQ8Pi>Ug8Cak@Nx+wX{mHHX`($aoxcz+YxE>J2IOngERC z%NNkorq6M)r+a|qlMxXm4n98LpAHw_4Mz2lNTq5}$3+87U|Q~zW9Ewn-uta%XT>;) z`5pA*2sZwzj2nBeTlp;#u&a)`1QKLfsE9z!z`F71yCxcKMb4g^-&p((@_BCtZQO0p z=^7>TzF*5R-s4FKbD7PB1Uz@nK~(!U$oV}ErdQLgYd5ViE#p{&BkwLdh?lJdKi^i@ z8xG0s=F+;y#8SR~i8EF&gqIcZ{kSYE6JRil>vZ782>H6!arHZ1Jw?WZvcVkLtfE3` z+wDqH)maqJ4Va2=OHkS&LfycJqc>r>`EFN<>6Yj}a!Ruml~aXa`5@Z$4$a2F_hU5Z}tieu)dP;Q14|C0xDom5wHdGe`;Qlx=U^-SwB-4A( zq2sf+(jI5TK2QBOVz&w!>G^fB&|z3aV(nZIauD0fXem8AuQ$&DQTN|IffVUcZ`N)& z!0~hu{Z54$5$+N`5H<=iF;9%3yE?)5IjcPU_SDdrQt8gIeWHgK@!O zSJ;!)ePhh%=jdl482^A}OcmRQ@F{ZC~y82zen@$HE zudr+4nzR_Xvmmq)s+C7aLA`80ESjG-oC_^y5kpq?v2|4%kGEeu7w*{oXStI_2fUGOqreKn-` zP4z?m;|;YCIg~me!DHsZ1Qi-)eUI^$AF5VhH4THOVnjE@DEDD-hrT$eBB|d z+dIFN8}&;ab1(xp1WJ?Ehr;ABQ$&~!)nERcK%ZxZOVRKd-AUTHP|}!_>RX{BxEz00 zC>6~bsF;Y#JTv0;h{aNe`KrnV;{dtn7+6-P1(0h*fK6Y=zY#^wG>5=nvg#h|k^vQv zf|{Vp6)|lQI!6{dgdUD`R@UjZlWsurxq?%$M3|{PE8wdjRB|9cNUOuJo0yXViM1U^mahVD;)bwr&p(>L zjbL`;V)lH#+E0op2bC$fwmIK*Mo#5P<)bw!GT@N=N{wGsFK=B>&@wMImUq{pkC~tA zf=Glejn3d2q`yatioac}tO{skpR({upKD8DiJ}J0e~roK>emBGa1odF0*M#M*D+$c zo{p?h<`G0iI}T<%`A!QgROr{D7DOLh^S2>wZk2wYsJ}v!w9G)O+r}rTIC}_?aikDh zhG8rxu~Q;``z7dCxWK><6~T_b7oE<$i+z>DIEgU}_oJDG`^rEGC;CO27ZC&>p@M&3 z4p$QI9uY9dCWfnF~$$HRrcO z^D`e^Wp?I=%ZuXfhtl^Wj)%KB*(nk>>h2J`U5>urRUld7gGK{5nCFqpPbX>PeAMx7 zcD`V~r?SYYDPgcci5Y6$uc^LSQ~rfLUV1;qc_wgnb_1Y8Q3|g+x?WPFhO!P}KMi0#1XwNYRd$N=$%iggS%B zZRnjAN~Bo`&lXr?F)klW=(CgUHr9-nNgYd?jaGQ`$*SV|L`aVzFV&;$Z|~0dZsct> zHs>FmwL=w_Fh=&={i<~5^`CqOCzuN;ppcJ{mffqwcW?wS)aY3IfBFj4x#ayIGToGb zXpG+JwyYkOD*WSnE52S%Sne~BF3CW$!rol{+r65xNnwMbgQYE2cf9mrx442k0oF;a zhOv`o@?dzoxqs7NA|V;0P0n1SepK;l2gb7ARTl>i5CdbJY{n?C1?#0~jBnEflv7lT z|C>t4^p$Cy&@^Di?RV4>ZOUL~O)3JK=qF|F;-}lgxQhEo88fEhdijYNs>Cd0PGza@ zW>gSr6ZrzC%G>Pz&%Y^+op)I$wy4_{#7dW_+sj?l4!`F4*PK3G^mwavd4qB#yjGVs z__|-5k4%FaUXdhJcg3#5uask0knxS71)X~qdm|~ccn-+MP^j80727hG4Vz1myTew( zP>07cO)jRC2MiWaT)KuAg-NwcD}`uQyA0C!49V69i-AZ;6^Ixt?7^UNf|LJ&6Wx=`y&`Kg&|h%Ye@`W7JGE~ zD-%DeR+MyeTmA0kpQBO)3STU>TBOxl*pJFtv<&tO!otmyY6W{zR3$v{MM=z~Ka z73b*DL+LkOCLg>Vz}BHv>lNu_MmtJeuc(O3&9_hMRhN?-I>1htcQ##~r*d14k7s*5 z`K$}gFz_BEkG4@UzVoS2yj`D6)ytKj4t5EFC1Ksy>~Qb=%Vli`B^I1LQng^yPJhzu zAGO}CbdcExO!Or=lGVv)6yOQ7!TTH%#OX5~iQmLV?-3Y!D5M{T;T%6XplK#Pq)GbV zP_b${oYqshhp#RC&Ma|_?G3>@M@4^KW5NWm0l?@3^b>IV2oukZ`EL_H`qh#fNU<2J z8L2cxb=-ByZ+XMjeGn$LUnyRwV3NEDB8dAWOJx&B4^^;pcp~8uy?MO(-OO>@x8@M; zyV*9!9Tq*jTm88?PCAP?7N}3;39f_{WpO~NQW>+!k7u`2JH(NO&wbC4=63=o8_0Xz z0uLX=XMGMNuk?o;?Lik{#8tUyV&yoIZ_x`t0 zmcQzRn!8Zi8Z{!C(?VBhd@a3Q%kRQn$0&cjbvqaM@^C*g;-1scz}-qBfTz9YyJpx% z`8KdnlG1Xab_wOA_3nu61HW)J|74uE8sh?veF?TXJ6MNw>2915v~JV04R zw2=FJ{eKZ0SRFxMF_8G*A^FFo&lFCqU9a_gNxn6ICHLV%$B;;}TgNkU%AeVO1piH- z>Be>W-)SVNg%R+s-hEcsMbZ>F-^90^eyh4nDjd^zFBVqWjD08rlPdfWQ-7T=SSPpP zmq8fR``})ucWTP#$BZ*QrdCfadZo2TT!@d0!$BMdgyZ!YCQ6h=;}%)2%GC9s9*nD_ zHSHsjklo$!!mD;%X-bhFbNv*?N!pXJD08KCtz{e9R7XvNT2f4N@q9L%pRmFUG3xy} zHb?qR+~Z7L2DWa{+wshu{sLIFh5Zc~N29mvu~*GJDn>(;_Tg4*f@&1frewj+i0dZP zL<=c^zZvTSVTTGgS@UqrhQi{cw*mZKP{)8PLqSsJDwYCDi*1Q0^-pK48;3073Ct72L#tQX^_# z+B55;8{rdH<$GOc$NKX5eu;@ z%70}HbX7}-=Sd1nZjDf_kj0cu(1vt0stV1Libcon;>#~$HUo;KC3GGY?29dNBKbookF3mJVb6?e#rdV!X`2BaYDl*kgN?N@uISLY*ti}l;zp5- zX)NCPO8s)(9mTi~1^Wz`a7kV=#^DCY?4+fiHso)qRN!AKxl%t8C-hx}s&FJjT`0_w z3;JNfWNhE*KZneBlGGi=HBj^%f>eX5Ek&3E1{**nw)sY=Z`Kn96SFX;fR%vx`2BS) znu0Wej1CcR+w)d27PFd8Vm0Nmx8>$5R}5V}SSRUak-tW>Mo_1akl&Wn(kJnP8k1Ou zEGyR597nkb4P8{cKXftI1aA$~K%^qYIA5Q+Bp9nUP~Y3FaM0dChQZ6H$4TMA1kf7) zGvrcZJv<1+5Chv2GOsHf;g&yi2 zIntFjRFR^d`!RB3M*)q`@2nv2sSgHFHTSj0K--q}ib~3Jq*9WUxs=}6Omfi}O$jg$ zQ-F(lnAO4P>S;Sat_Ep{SLEjT*`UaQpb_duN|@OGdX=)j*~6GegAJj1^w&wND z;J;oFNeeVE9LMM4iw414(umolSc~Ajf%rsids}*F*yZcUDPSj<&Y9h4ZrdNP@j$EI z{v%X9gIMk?h03|f2nNfLWnw#o>mM-(bUWq=OS&2%=BeC#xSa2-_8MfAR--l-YNcZ* z17Znka?W-vbD%x`zv8OJ^VUsOiKD0w{y&a^8AAwQN(n!+UvQEAkxAkz5YtKtX*40ks=d%=8$9{kWGnHqdGO$Ffw(b76;eOpV)=DL#XE|lw^4rV>TsanC zu0rHGi$cT4?F& zoIO_bi|Y@jUY-+*5P3+i2wEyaJB;*}N+`w^N6>X#h?J~l#o~IbH_m3HZ!v+j9*NKaH1fLG9gp+X=e1U$2j5@vODsN zHu$lh@&pvRG$b0~qqQinq;D0NDMVpagi8pUUkH<&V!mB?p@nohR-{zhuWeSAouUz~9fK=cse0VNFX5kHwlND&ujGg4n^#`@S+l3#c2JVb1yJ7pH0iR)5U%QE)xTar?I~2JH%ltGG&K z04lXQimC-N|0hx#%O)MJXRxyEmaaeynw`ZF;m!82Elb4J(pr%&+_mT8Ab$aI>{)*F zl{CqadhO?@%)v!m_kkOd8Ostq8f>n1Y-3J47eY8}#o|T~Rk=E$ymECu5qf!Nd=QKA zQ+hDf%>r93WZGrFH)y(4xmS*Y|CB-lGNKz#5=z-#M&YpbjXrsm+IK(Y>-#<}AajHW zyFRBn?b}kpQioA2@cLMV4iAFLv_}%tryQDw=jj8DQ6AuIkS{Ni6-52%gDVQLAX5C` zUx2WSe{DzPw*67vBi(o!!|(`q2o_GFbcW8+c0P>qxLmJJMQj(TPc$$Y9TbMTg*@dk z%!!vtUnn1aX4sGT|~21q~;sZMGMbBIH7u6k#`eYcEoPbPmykR z0GdvX6Xe|DCo21-8KYrYhNz^mr5($uV@ypBA)!}H+hu5KvtV6Efu&}X<^LW=zg<<_ z$wUf&w5pzrB`*^(VHG_dg-hZ zBiU>b7$dB=0gn+@`h-h;*;%8~ zqMRuxs;X}+^-u(KW`Mia}z+{CmVDf~ki!*t7BYnV?5D*CUug zP6%z@R_>6zlx4sM7rrXN#kPZByw_S(OFNk}3>gCMcR+0){7ek?A32&=N{upa>a9=- z+h~;;`PGeqUIqi`+RobVJ5TM!8f+PG6qNZD{bYpFhm_z_tNN~*pDk+SP(X|_q0wuKn~CiH zcdOOZ1DiHQ2iFTf`0eE$QQfjhN|bOxW4OAICHmYdu>GX(&;ZsFClc z32)eHLNAXP3`4M@3TJm1Y24BesAJ`jrBK~?!;qqKhhkKlkt-Mn?xMkX4XS`iL}O}# zTXTTHd5}FJpAhO$3H1c?4V@slWn2JK&2ML{$TSH}=`g40afsm~$%SY*)P` z8m|I6N3kHKD%=7<2N*~&O)tyOraUykOeG4&M+4q*N#>jiSkK?%{(yiqa`CQ22>c{~ zVi}7t1>jYt%;XGH13oH3M!0+`MU%*m*Wd+E%=*vKol|+rSK7r3BQ$8Xqec^0YzbKw z=vpp1jn!ndf)<6ZY9htA`2jPX3Z6Kdp%Qfnzljk(0NYAtCB!K1|8aGW(UApQmyX@B zlMX6&#kOr59kY{)ZL?#eV|HxY9jjy8PA2cX-^`jd|L?E6?y5RxpS_=b$r)nd+OEl# zn@seBzrbm?%mtlTL4p)IxKv2QOr|NwCWjijqY?0`cs88RDArGO-zKEzW*dOPz|)sk z$@_;9C5ceJ{|=qUV@{;_08q6cLeO%`UQ=ynHkn(H%JD=wy48WOn&KT$7w zQ^WzLFa8(IV{WGmKa!`fMyc=5`*_!t?%%@2xW6I0y(mNk1EX|w$dzztI`r1tNpqw3 zlqN~FaP{`wUHd()kisEx#suhDk{O}Zs`hYiNqW^RkBZY>?%#9p^o>oL7NLP(Oux!p zQR^@${RUgQ)Ecc6oJ+2@pmfx~Xu!?eBqGef7X35c7KfoXyrh3=V*M^~iDG+w$tf*W z%IuLu8c06omL}~7A}^ZtRg{{hENnJj`uHO&RB8Tl8N*$Lhbqsv{`O&w zPHcNR4(Ej1UP4R+21Jp>tJc($80Yy3Zd5F6E@yT!5b;dMV#jQz+!4;R>Qzks%r`mR<%pL*{nf0lR5mqDWWbFNSwp&hr(KlU5|bZ z(v5;5TMKO@(b&*4aGUxnE(^QtebUyrDO|;{%JH4_-;$}Z%ZdB5)72gvi+GD?PV!liXYslStbug-eGz&u5rR zg_>PLGyNKDkm+$_O`*(zGbLo`Jp;UmdAPxuyJz*)Hbp(HPOt|lZ4)nMe zw8ML{Y+$TX&WhCRd?t22)>Y-gtyJ%mV!jR8Q9Zl2k1=U(Zbp z5JFMp3^3UDWJJ0JT(q#5&`Y$rTGy#?FUSZLo%m!L_XmaX*#VRR$eO_pB@L8b3cgZ*(5L5^*E zgWc=P3;J=fcPZ zZH}xKRS(-8p1tT$?f15vdFA5&hz6 z2RWRi*LwjlM}!AbxZlyl-_s|jq25aSN=detud`!kxg0L}rVc#Gqa12INrD=>*157I zv(0-PVIuDpBIo1k*46p0NywxMpqo$9oXBSbl3;nNE`HVHV~x(X>u!QnDH5U}ln=JV zuY$Wn`Z2^}k3o5@A(w5bZGD>IyEhQE)FIK*_J7amd4QInO=`m2AI}sO;z8g*~Sv|Yl#ewPp^OF zM;??7ewSX1phK^tpH=xe9EatKGh~PV*q4H%K`h<aX20nnHXQ6p|VOa+nSsnj+n>{0)?9~`KfgJVcdAYP5&xw1bTNNe`9aL{ zI6}?m=&s$w`INTG-1DUiy(Z`D9h?0hLAl2vFCgmH5Hh9)#oO)FjkoHIy!P%GT)Qe8 zH%e5=6-Y9*F2D+aHGI&nvlyJ>=k+1sDkhS{%X;6d>|g>TY*%+V?e6mP9vYnXwRy$U zjp=aZ;2_aKH&6G8x>%R`(J<7yHN@0s9W?s)gVx}1RzHGQ-?<&0(QDcX-laKNJ^!8zNuj<75Y~) z&9KRG+SIeN&9IGhF-1n=V&Cdr(9wqH8Gx*}S} zlix3B-shaO`TTRvy*)e3Ii!EoLmOYdH@#JK*dx!;doF4b32#5_0#8 zvcERYlr;xT`0J{mJDyN#L?fbFR}syQf0dY9tDNVaRz50TI)h>yvYtYAUOfP2pFXYB zr>W-7%ZV5R-Y-Wh;*=kTl@}t`9$uOgriz$kj75qMc~(xoM1*t(4aSO47qEVoT`vmX zB`{a@Cli<5P})U<^}bI69&TG01fsB9n=Jo~tiyrgp&V_LzNJYwIXurTL7;q{K5%k+^8K=B^7#Be|x@4Y^wOj4dE^ z?=Rm?J0=zvW$Ekf?>^JS0qj%HbZ)FCD=;(^ubk+BQZq#DC zXnl~y+DhW(&2`knz~Mihj|$^-h=)tI)7lU=5Ma&sadp!Tgb;tu8HNV0<0{LC!uc11 zt_(aXyFRa9n|N~dbEeFJr&a3BQ=1&Q2h8w^ZcgT>B~4M8azcS1Dd9S)dNeSYKp8qR zDQY~@)!R8Ix$6Mh7w^iQy7<}DC+d=e$&9Z0dc4(o^PKw!-s82Ja1msN$I!*(K6tFx zz|#F-3y_wXwb1F1Kh!f{`eNf4;gn0&zbIpWb6ojW4RI z3P+sXda}YH;Djr|9W$J;GdeZqus~JQt_(oxsi6XIOR?hh)bLZM#Q7@`k_%eYhD#4wjQN-o ze4i`nm3&6=y@J%O^?oY$xIMt;uWCkM^}Ws9^meV<^mr`Y-8`}vcx`ijoO-j{9O7?z z+qEHH59n1X<;n;u=3$C)=x(6%j&27fNZP_jxy`JS*WdD&VNYsHJCqFGGUQjO z(LYtG2?zGz=m42}C9YNy<%9yjpKtQ`ss!uW2BeL+yajWX5su~Tu4h_NN~>rOzmyPz zm*H%D-xa%jeHLcpwypL5dA_!@LSbtGiZ;B15Y5 zxR0xmzHF3C3kG$6%T(tu+!S-2Uh4aEzac5ufA(cDK`nQQ9w#O_8J<+UKJNEVH({(% zE>V1!09jhPh&Qm>Siqn!2_wQnC*qVFZqa&Ayk_dRxmbZ*EB5}9xAIHd%O~!vW&Num z=5e9U9=oY4i;?#hY2(}P-CMA?jYxm?X$C=s12ummO~l$;1m z@%j}#j1rNg8Vi!ag+hL`X7Onzq>?~Mf0eSRiIYylBmN0bhw?Vz@}AbuA&U#9a}T9M zm*XT5`u$AOdu;@S_?G{|aBks!SjT5GRr$udgy{C0?*6D8j*6T-l7_?`c+eZ@H)T{1 z>Si?v++`pVBLo9ckXVTVaFANWGsGPG>MzfIToJEy{{RD&shpX#8ja>BltZAQO{E$7 zhLE_DMWNwajr?iZg6fDruEKEp%f+w=2|D#P2ogAF$vvxpC?t}kjdwS%z{FKGu8iE zdAtvR<~oy>jUDzLM`6)iR7}EBCsfsZ+0lRW%YJRKF@eK*><56mMs=FSBhNW()Pa_| zTtK>gSh97gA+~yT$|D!p4TMM>5hw0&d$r0;bGTVI1~B&+=C;d{#*0$7cNkt@sCul0 zol%sU(I#v?wnxCNzJ@!$oXFnLaD<*g!X!!S!c+2gtTRt&+gBF+<2`#@5B`4>DP-`u z1il>&pNChVSbtFOZsxx2QE_6T(7B3*3g}C&lqeEoezO9xsSCybOLFO{^MYf4{X1cfS;#R4qJ{+x?4p)LQMw5eK!Sm3Qhr{`8fJmfq@O z_h}}UTVjF=@N{*8=GSWei*u?4Ey%;`22JXzh3oRi)2y@pf}JA~o+BFEG!W3N_7jAy zd??!qu{*#_6|$2{CIfJ`sFQe?Xesi2rrdDg<_W_4stwvwu0*d8tpAqb{qnB)dzgc#MpsOR>|ZWQl--A{P|`u;kNuVqA`jjZmTX<|j_DX>jg_i*pKaC;Wp@1&2P>}HbQdEFGEWYw~in{PUs;nJCxZZx4l6DaqJTNr0 zQ6WGp^fXh{vDfBn&WU5j0*wv@^N*qw5wRa)+B?*5vK@ogQMFlNsCw{x{k+_I7+-y+Z#AWP_k$(tydB7kM_+gB3+2!~NctOy~}v=V0B!ofr4_&pAl zEw$8Xf9|K=UYLA@`>Nu!*2)`}<({HHI4H^Dn8#z;$@#&&7UHKeMPWpK)Ck{`6qet> zI_F@rQ|uiCD7bBwwbM`jDvSShvTj;%HJg-@N4fn0`T;)ERB&$ies8F(=BV4sPv+*a zzds6ZrGMO|{rF=Ufo6KwW|$yu-QzI3Sb#|H!D!vnXXA9W(X?lhxH!mOK@)1KT9I

    Nz|{c6cD_#HNB%X1d?C?^*D2(KqG)J}?N|&ST`bV1bT}&AC)TXa%M% zh_~yw*M!zWXM*VR5#dn7BHoxMG94?U7xs!FRhRfd<>}f*(sY#^yHU#ItJKv>t|yCJP-g{#C4^q+(8%Fd3~U0nq-1RgoxV=aqcg;{pqgxSo%)-GrjlTWA-&Cu zgU9*m8rXxB%YXkR$xoKzI_FgC@Z4l6kDH5V5S}TQ=9&W94@k<_5mX34roTH8+i(<4|}2NSm;`nr9;2oe%eyf+N`(PGMI$$tiH|bGi+<{ zf;09Jmr>?@xudw!c7R;W&;leR#k*{R{UJT7*pt!TCn4dg3Cd@BKgY`?a0a#O%`B8l6x8XFERl*h4o4-hP$7{dx(DKNW zS4`!`;pq3AxEdv_vyu8#bvEXv?^03~55tA$_xXD|J42Ckc_5tMEu{#BEX?{q`6zwA z7zOojlu+Ec;>k_!hmW3f;>|~C)LUyK*-uMXR2=_>4vx0ESj_%cqi(e@m{bl<#Lm()zuzv&0RskK_vt6M zY**}qYUeIn^CYs9dY$g64$y6Eg7YnGkfIO2=amnn4o_}nWUppa&jVBDCu>u_Dj#-2 zMiI?H3zs&MX044nxEC;{GHkGPxcT%!z{V@ttJc*@9p*lpGgb-*9}(y=iaW7C^#pG2 zN4Cz6ElkSy=F4%W>*fRnc?RQq#VqF<#LGm=%2ypLf$N!ZN|aVhd8bqBaZ#s@;PyT5 zv8(@Ofove0tgz-2et)D6{*fb)))riQ`?Kf4{XF8X^2MPL2x%;I!U{A9+!i43zNr`? zYisKuP`S={FLvB@wI-aE10xml1tKu-3;iby9Eym&Fc1)e23v~)QohF=wNwZ)w+V6n za}7}cZ*~3S#1*>v_rJpy%HHQeS84E>P2+@zd9AYv+FDbu5>+CS4{QMlmEVx@oh4}` zR_ez5Y~H!l1=@x{$x~00UM}f_Vx_D4oPXL9tk1~CyJ>H5)_HmYTL@?sX&H| zwm)3z9!lMgEn=S5m3wB}U%&k9*oxefp|%>bv^gKK>skME~X3(hHyg+zsNq^mgA zLk8)&iyDmzBA8nUlF}?W zZkrI*Vee+EtuZ3E>aO0OV{43pB5{l&`Q6Sz#@qQ;qgiCRb86AWsdz>2n(2Sp{~ND) z?>KWsrC${eUjze?Z9ou(3OfW50wt^h1Fx$7j-ZKJ)m4PamMfWrqQPmltc0>4ZcQp8 zb9JjWB}s#tX6)Jx)7ZDtsxR1IKev%>uJiNT+H(VrRFr^iF(xX?Plk%bGJhSr4F_gY zP6)#g0x+9(NQ3`uS2=J>7xMUAcPwtvNCpi?rvqw^~abW9Z-X< zmC3Ucu6ms|O!hV%qDsM|eZFYFuL zG-Od><;yM}w?hyGEb0EN8=&)Y1Xze==fn9~QCWa8p9oJP0Bk{<>f6j6 z#6aWHh9rMyPrU?W5{VU~QQrl>SH5+9oUdZ^Sk14pjyS2z zXkeb05oI!*c3E{mRECE4o$3KiTp#2^MEyVn1vCJULllMGAYsRk$2-N>D9#_ku|2}w zf~>yNt~92t*AH?vCL3TV-2gQp$Ra9V!V;e=fZ^kj zZhI?KBD+h+ij(C^bR;R*uTBra7FH$>rHq3ETp^{1uWfFm-~W-GXa>WzJL!#~-;KD3 zT38m=!4t2>)G0Jbl#Aif5cIvA*t)IgCwj=&^XlZr&f}z7N;e1A9}hh}`;*xcN;*n~ zg0nmnTNo3=J5KUCeJsefaX>is;`4sDTw2o=hau7b?ti0#hkTk3OBbm72r9r0mpHC2 z)sllm;bQ_4%5`L~;PySbjd6LqujckNMxXDsSQa?ISoQ*2#WE0gF0n#uEDj86oJ4cE z)7erqSSTOsg}48~x8?%*pvb9ps9FfNG(X(_I zs~5|xQxOKJ)^{4;$Boyr_q6PtLNsW`4_=NK>D0F4dDXyB1V*Zbs$^|x=1u8I>=>pc zM6i+__oje{^h7cBr%gOMQwM?KxRtOw$*WAg`mp-8w*7lquh=Lv$8ZPC6kb04%3Anf zvf||Q!Oq~z-|S`cnc;A{5X;FFmm^uS6hoS132W1-F;>W8lTH-EygeL@56s&C8QM|v zsmCDk|JYeqC6axlFQ_S5@8=Zpx}R~~lT>SJJ9Y(Pmt}Q0^JEbH2BMxoXnxEVIFJyk zV2wzHiOe{v!6Y?6WpSZG2NIX-w@qzrL-OP^bLXY~7mC@r#qDXy4){w}adO}g} zx&6$e9NJ>&L+)CXBnU32!iB|dy$Eg= zM|hLH%J%V^|LyfFq4pLB^L~==?q|z)6F0AHw%ZrvRVsEF-2z$7#;SnZ8|93$(8~8f zOWt$-v68W5;no7meaG|BFeEn8QiW9psKzzs;sA_rO}jA@@0VdKzjrqRL!)el8Z z+o&eF8M6WA8w3vQr?tO!O*cCETDEhv|Mb2fmrV~es#E7r=(EL#>=(Z&%^xreFiA>- z)jm%5vwlyQR!|fV-uHzI@*oZ`cmWk55*wjSP)A$P`GU|8Lr7IKV&?9Lr1b|c0=IxE zMBZPhlY%67a;o5=xNQvSU|0hSsP{G1ltu-H=G4~~@juT*JMkXc8?Vg&xJ{m|*Awsj zKpzD~m`=4@4w8l(0d;*HC@30Cglc7pE#bt&awTYQy2rXB{|9Z__*~&`ec@t%7<=QcWhn&@wfLCR)&+@3IDPU%#PG@t@un_`p9f^uCdNe8b70xX! zwN}tEAy6bN;PB(9h!p)Fp57tAl0^%!P209@8qA|wmJ$m?GUWVptdW|nZR|(-g1Bk#RI0`vpNNFVZ+WgEH(KU>?}OsD zH$O~2OisQWyLLRQ&m8v;9-p8W5XC5U(kUtEinFrG^m>ZCPAjAaq^nytQ3y2=sXeYl zOI;nxerI2B(K{U9%_=Qz8h90c)&d42q= zOtFpXs4y-_Xk^nx1i0XifibjJJhj&Wr;Sk;3pc6t`ta_AUs|<(fa1Tj$w3Y&Wb^@w z_{C@{7`hlgyv8##P%(2~CynI=-K}TK`LT|@wK3Mw!{og1?}i;Bhd=dMg9`WZC?NcWXe2{Qg4CGk-ilA+0+Mnm;|@lds8Y4N9A#qiJgdP4Qdwv znleZt5unOsC!Iwkt$^|a9H1;G7rfkdekw>8!h#M^nj)lrDJG;ye6NItbnTJF-%;KL zmCG<^ApdNk8V2YYG>u9P?r7y6sMX{c&zf`G+MOSUtXh5S(SwjUO#u1enreE9+`WQ& zFqp{M0RaDIp-aW%d*X>8v-VzNfo35l_qpBCI>3!Q<6HSi(UVU)m04jPmm6ip)Cq1J zUJZ65kMoH_4vY)e>WSm&WMaMFEhve7G4IRiC(|hfv|&||SpRrV^?tZ|e&=H=o9x8)uqEkT~6 z&LRh}6sL)Q`~Lq_2i|VW2DISpIPE|E+l^U$R#B|IYQ$e4iVXTe@dzlV`i)R)CMz)o%2GPi&G{L#?7S*O@<1Q(QOJ@(!t#O7Qq4(rQTf3D^V!ZIVY$eOFi`CKTksODwKcvSic5_SLIJL#SzfK&Pm3Wcm-8sU z$OE{$opb~sj9%Bc#Z8V6{JXR61Mf;%x)n++SN=4i9)@plyWYgagSZlpTQ-iIfwIb2 z2K(u5@^OjVjrVSF2mg1{qqkj0t@OWpbGB({b zMVcJGZhD!ZhAiTr6aF8M!_{{c$+VIyduSl?k>j+Sf42trZ+q7rH*j!>erXRmG1@0L z@{(~dU9^z&{Q#E1O?eZ4Xl#O6r!}EYAS5vQOt4^!JR0^0cP)BR5ADfeDwFp>AY;>N z_{?rnzuse4tm0O(-x!`w=In#2_8rJ!?gsCm7Kau%Y%@_GTsi8tExi8vo!oLW>lr#m zw6~y%spQbgS)0(~_+j(rjO)`X<8yd@FPTKqQ)ivE=q$PpRik>N`cncG0w7^@!eJDW zCP^yAtLamuBtxV~NJGbhuh!vAn(1SL8M7oofavm)rAjd?n9G>(4DF4HyBG8~i7JJ!U{{c&F=idH(wpHS~5R0~-@eA(DywURA$$yHXdQn~<$K#Y+;lYjN zt>^z};5R}GJnb(>njDfSV2bHn$W50X7Mm=oZ!PFi0I%JAl@1U^Jtq#LO(l>gQ7TjK z#SGYL#u?R*?TLI8-1HD>*EE}MbsUk*iX=dOOGU{zstfwl*t>`ar|s;*`0H!HaSVtS zmZt(z;R7A`K7EK21(#_#P5^@z0{&fpCQ+`d*_Zo1lvCbuwbW9-ydO#-XKvub;oJ`a zM`L20Zf|54mmc)LJq-Y2ozlS5_6@K>J%6se#w`958WgEt5VuVv)*Ccm0gsx8wxB=`fTJ|=Tw?r_o&AWZblygW171j~xrhhqVG%LBi}R3O1f5`kV@+}o$hr-Tqp zV~d$mUB#orHDM_#oZXyXi%m4>K2j19^7F(8z` zG58=8&A*TU$4uq`9V|KrsO*N!`+i!mZDk=JiO=PD+QHrJB{#*(uDm^4Qa>~K#B8Oy z>|O_HuRI4e?@6G+>hN%88r<-d0_XQz-RZdJo$v z`2{b6U|nJ(eTXRs8OIJoFw6!clqR!|^9D_hjbg@+f1-u@B<24htm(+B1WheV_jXz5-u^f87G(S#`GTH4Xg)4L171YPk;#70!BS;}c8pYqxEW55UxzadtOtt!Ih2VnVBxMYh7=LBL4 z_A=>p7C;X-=^b&r6uk(?CqP^1S5?wCV;o@`gUhma~n~LMPE1Q-0WLl+X;hRSL+k3+h#BSO1E?* zc_X>6z2Rf?99urO#rXB9T634<`N5+Wb2~u+x+KFXU92q_PtmRcS`ked1zGCum~)vj zA`>UlI?=s{Z8~2oA+q`abflVV7m_)*vWvUP2(=P+iK$pFdLrY-NN+?U0U7E6rMPeg zmEbOt<}uJrQE`$!mr6JQJy#-djo|Dg)WSN;t+<|zH!D+xoazREzvJ<>^@w#C;!uuf z8(W?F=iohg;N_dmj1?$Grr$=H61iIdm9c^n*-grs>W#Y3_at4p+!hb2<}i%Troc6* zzmN>hEg-iiIxSJ&9t{&xA==+_qkH~02Pl`__JCx0F+032gBdXEqlY@5Ed+1p?^=Lq zNmi(14sk2E7NOB63w{znN;?9PQw{aWP|H4KIXi4q=~!#?m-nc(0ezH3xM>RTZqCW2(y1 zz6e7BYDWD*q)YlULy9b_^cbaf(GP&%&hWEi(X|J+G#t$4*(F5Hs&$rZZY!W6s{#l`2t*V%g$)6D|?>$*dnlDwwaIsQ4Rb7`QSF5Z)TUnE`DYqkP>2`;SK_64zZ{SN&=gn ziG0D^zz&>GQ4n(j)p-6J^;?>O;&wQi{%^1bUjJWd_VA@#Oog5_76q3w5FU?wOGNb0 z((`5W8=u^7`@n;GSxD|Zm=X?7yd)_f9&3D`DhL?drkVMv5tH-~^ipUxS|)Rmh4#!~ z6;Dn^DhB~<#A66oF)ZcTIPU+m8lO5q8%_sF@7wRTftsnfL);=5tg^CXEOj%{XY`ZAB6pOofw`H|O}Q}FT&y=y ziy;=u3(y8w8PDx4r)v$Iows*hoTkss#Cc@PO{f&;aFG1Uq9Y;-rN4poA44L!a_`GX zb`SAG3y?-!;4nD!y%wH}|H}L>)S5zp81Bwh#HK>=KrtTUXyS=rP+gL_Vp`vY^%YHO zQ|NbgGk`YKhH6l;V>@jY){#ny$iD>_!?c!#0CV5`IR7ZY$~|c=T@4J%=Y0B;Kd|{r}#Ks=3241Z2E8-=$HGo6`<` z-u=svXjLp>LPnpd3dXkl4Y(xV&zVANoHJQD6U_4-Q zB07kb;Tq6yN{FeL0vkNNxAY~Y5Ud?pz-{S5PJPd*`f&hoF|_jQzP{nRZ#GV3!r0eb zW0^f!^bw}k<mmArM&%PMORfIdA>U(K28Ol6GRjAPpoTB=*~E+Q+@ zDufIq3}h?pY~ zBXmTw=s(63-+@hb4j32~o zh#-SkoJTzDiLsjLU1K1{F0q!?SKqxON6`{AP-Tp#h%`e)O%+Vot@{-x%(i+!I+j&y zg}z^>APlM{;4e`k$?Oh>a)1}0Jak#z@VbzFxOf?JDE&eOi^5>|0*iyuqA5aRoImH{ zKR69$-!EBn*=f5uT790b(jI?NKMmd;j=uj3KVh~1g`XdOogZGmhlb2esY%g|3#0;g zxv?VNr5tAQETut{NW=wo>&lZ+%=9@7z?dK~t2a@bIz)|PmY-$kKmDWT;Yok&7(|FM zq&cg%Nid>J4EvRsQioxPylK-?A=u(L0U?obW+%{%!nbkI{OqWzQx`tlazyaCr+miS z2p*_Iu^c)6 zA%(LOCNs<|@$u4RVrV;!i83_4X|CVcBzC$o9RYMmC3P={fY$@nDoR2Lg&fyJ9-8vMkBc&xM5s8h$^Fl(>X*g zgzPLyl(XvXjSAfjkeZFX2Etv7dGBLR9aSa~(_st(xQyz-5whqJf$rc^id~J z$Pj6Ys%&1gspxRAVT0E4b>zGfL=dO>WB6z$BklHg-*%$IByipMrHfPWTf}J~53Igl zo+a}966Xa}l?LYv921eQ%wHGLQ>1(pW^S>BtN|b{JDtK~3nnn{Jlv$bXbeGk1lnj` z(1mf8TrMlK-O7^hiYdYxlpVyU?t5nJ?8Ysv2PJ+C6J=9~ZL<);?FJzAgcxK1d<9gK-asy>45FeFqgOw`zn z^Ar;e6Z!Y$Y&j)tUzYQ|N3QQIW7hO|UlW&xbTV^61g^>VkH9EW$3`sS)W+lUXPcom~je~LYFHq~1ZZB3tB;5)C z5z>K8$4^hG?%ByCNg03Ok1!3PZ6P*=AG>roq)U`wI`OF&W}dBhU{- zngNXm)O#UP&a-ptU7OWo!`C5l%37{wEW5>v>T8Mu88!e0*HXw=Y`Y3>jjF>{W3*mv(WUl$t-3H((})g- z79Gl9PT);4`zMf)66RF#MTx!gDluY^5U!sdhCA+h((YkX5=rg3^}bRj(YV(i&=10` zX0qV_p3)LD{1;_nQ0{QPe=a_DpxJ5#3Z13zylQwYJr6ncIFye-elITUq8&sB?A;9k zj=(U`VAt;3U?Zdd1>VgSNe2=0A%RKq!Q;;Wfuko01x^xR16#dfn7hlIkB=-*N|mAQ zU6oo5ri=k6{E47d&cwg@3G3tX!Sq7?L2L{fs_(>k+2G5e`D9fWHn?2-`XU$0)(FTDrHZy^;^u<@@ z7In8vM-oO5qA;?ag+zeNjMO`BOSrGRBE0vN;0H@AlnFbzJ6&hojjb*%sa3>E=i=JJ zlmgEljouLhuW0v{4PT{$t_+q<_=LUKG_dG!?Frd(x5L7$-p-*hSfLZP#}ip($O_yt z7c-R&aIC-Vh2b}E7U-1vgW-)@(1s40IEz0*sEby%E3ze&@~Qgt*$kjmZspKHSUNW= zN)-TzBAC>XQgb0`td5_=rsok9ix^u{vf*zra9OKkwWz0mm&2LdiGBX8b~F%Fl+*Zq zswroJlH*{YpkRUun;?J-3)4`5qJky}fPo?k#B&nTlcdE>pV z;CB&o7IRZ^Q+9C{7IS_S5_=Ttadsa0ak}PuF;3i{RsGTRb#XJ!+;q!nT6wQ-dgk=H zYIs=-8{(>x%wcvX-k9asAc#$%l^){Pgj;GoW0_!;F5GXQ2$4Nl z$YF%tf;b==696GiGH;{az|tPsR~G{JQ|z8 zjK8z7qGG0tGZd_qdIu8EO}0bJOeyI(irV7LDpODfM7y1-qrp4&Z}6m`PJ^K1DRGIx z=X3!P=K`{R;%MG8S8PpWe49>KZs+mP{E+Z*N2n0#Xnphthf#)`pGR;CZg}Mutgw9* z1WUUwy{?Q@UIHC{;l|d z8$%@-dinAzPf4Hrxg<$FMYkIDspN0?vMt{BZqH)o2?CCD!3ZO-+(*00E z(#k88QGoW#S5(S@|CH48)WY%P9ESjYyOV)(a-Q$QL+qmdd+sW4Dmv(HRq6@`l0ziv z33J0b*#EV&+w4W%O)v5ojfOEeqVS#HUl9UODVZe2BffQJWUY9)9i#z&S{)A52Mk4A zDFEa`Kc}&t2r_(}T|@h#!q}%OcMKQ3>dh%k_)=UA&=iAh6#6~yd%mvhK=q3OqWvtO zBq-phtWQ;xb$;P%%ke1@f<%I#Nl1CSgz|8N&9B7zequFen7;$Q%)reQULeoflc2xl zm6e@WGcfr1$%3_n@(LOWDP{1?)3s zcs~`tQWAaZ&&dVYoOYy3{~V#@rE}=5VrCN0<_De-ns)Fk{}HvC(*cyd4nfzA7XyPK zL0Jq9fV9S-QU+xxdDSF}LII(-rrd8Vxas2DIX1s{Z6E$fOE;TkhLeQ#XDkZGW*mtZ zjv+bRkHAjxAnL1yiZHT|eSNC&`}*#C!M?^ZaqoCvwPe9450Ccqi9N|!a4HsV$y^JB zv_&#RngX!gmVdffnLz^y4OZvvAl13z(ccCjLu$9EoR13RwhdR>L;V4GfM7_3>=)7tF$ zr~-()0cwu)KNX0^B*Ft2J;z0~uS|9vN36-gXflq5O%xapz9SY#&&5?qt}u{)7@_Mn z*xm_8U5wWV9YacQy|u?(@W}#3j~CS_YiD)57Z6c#V1L4Hv!sHm$GtPHF?x@4+j1=P zKbBr2Dh0C%c)AWXST)xe@WLWt4uk^YuBF}G8F&bJQD>T@>PR#;GE^RqJaI7B_vPAz zvxM418Ol1OafD<+iJ zOz!3~6Ug^tQh$SXhJ_(;&*7eGK^acYuWv3@&3y%nL905Pplv+Oq`%95w-jL?ET&as z=kD{p{KjAPX2G*8@Aw>b_z&tc2$-xnmfm0L+4Eir>R0Z)SyC?;#Wt~4k$QQTE%(jy z^{_c_>oQhx8iF(u_5jacf0|(K=nJ>T7;Ms8po23YnYsY_3OoWYy~%lZwj>9y&2PV4 zt-IWuS6o*Q zZ3*A+(?KUSTbZ^i?^?wT6EGrHoxO^j6=RO}94AXLT$KH)L{>wOvKpZoa@0d$F#kds zsjFF51KjeFe9vz2fIJ&9lB2?CXe7a0arE98+bM{30g&w!;e5rq)T7~ZY8(H_*W+!% z%C$P;72&w8K6pzOT!B5|wScHL0fLb$`;C31cQk*>L5dwHnGaJvC zjJ2v*n^r#%MyMidfuMw=*@{2kC&^iF1()1*eSzri@$kG6&G=I@Tn3&7zYLrIR>0O|ndXX&FU$oJ}Yn zeLZ0H0hGOy>US-U)oXcuELWhUlWVL9c z(h?$rlcB=KT+i)r7Hq)UY`$xTFx@{m_wI_(7&cD)PowIXIsHXvfjvXux~W<1t6T1k z1xwA`g*yInOn&X$?V!w@O*Q})BjRyB7^YF;QOQt9LIea6X@Crq)jkXwvomia)HEK; z6i@GkV<<=cM_4oUO7wD1=$8ZLK=-0}o$k#A8Gc!f>PE|1A3Q;EVXJ=}+mP*fPFd{# zx6(;3E9xr?3o5b2=&ib4XGPDC_dTt_w7Jwg0dcdn@w-i9C%rq#)5goesWU7dJ#i)Y z1bu{FbgCI0BeT*3mh6M>`T%7>{hR?&pJv!I_8OA8d1jP?IghWm%kqONX+2xhA-Z_~ z+*CSd(}?%R_7sB0hIv$_)W(T1h#PyQ)w>UVYzqePEIQ60-T>7twe*4_ME*)f@HpL( zeu#uFz*GvmJ3GC@Li8QvW--Kg&dxp4xqOefKzJg7P*XJjHHlK`5&e41JPBZo6^YeD z5*1IF%}ejjVoxjN)VDSa$F^h7Z5U(j>!4PG z1vJhSLjM+9fxBWQL+`inEZ5+YF~evUYo3bPW@WtjV}W%Xvixy52g1Wt1Q7-J2hrm@ zfA`m18#w0w?<_JZSXXF*+z+>$t2Lr7wEm+6-7BoWjG)zRsOuLl>KfpmERUH?65>iD zI^N$NvO+6^H*M@kOQnUuNd(bQV5YbP_%~uZ*@Kk7&JbCi6owL`385p%qOtt9!GbwI zAQKSq^eG(IOUXi0Ag{|jfZ!K_NTT>Bl24f|F^mu;4h3Y0IpvE!#;*sn=bz+%DN(L* zz>fg5_swfc&&Mlu0ye z{wKWOtI)vxsF|17_qAKk$MG7z;=K9iMxo2!FY*_?<%>^${P)>c_rG~L`hRLl*caiU zM4SVOT*a~qY!x~Y3BwBT^rVTXmXGol)6Pc{IFCweNHltIHuEo%#Ku(Tatx*7`%i72 z`b~vIV{y(5n1HfcU803w%d~Y1Y01zX80%r$WY3~Xu4%7b{?^3dUu!w+1T26vfJfgL zh6mGn`m_s*pF$WT@u7yYF%kJGjqNds&5)vqy6=kj{XLNt4R_p`e`oK!wscsrK^^-u ze2EQL3(4`TB;|NVA^`=*B#ajqRSzU|5-{1EN|fyzo~C&~|79bLV$8}7LePX9;g;CP zh9Pk<=bq!3afK!TvJneW4lBfFLwHo$KZo-vYiTw-PM32xs8dfEYkjG=AB${>t?;I2 zQE@AW5|Usj21gNl*QYX=zb7s6M~)Q($xv0Pcl7sGnYvBkPTW9@uRArV3q-+##*8=p z$wXyBmqXk$E5$@AvvBUcF{IsAreLJUIMp%1r+b~<7+GVORh(%HJKnDWWS~)9j00TZ zmAV=Gw0d1GX4*nORqK&xrc)zbw-F~q$5?7YASkE`&B%u&yj8+;H&ZD|i5|Sn1SNs9 z7sRV}6FxrWR*Gp}Fu<>w&iXtjiFh^t)HZF!(mj?@?CrHzw{g&<)!RANsy5f)pQW~A zNS`QHC)mvKfoMS ziK-dL1ldfVaGBE4%l3sZ{i=JqV{&I==%Jz_9f?)JZCGBSIH-$`(09j}eG(VezPSWQ zyazUech=JRfdhIkVdFQ^ouOohQiCd};&0uK-HGAY_|@= zzK%dKyJ(r8s^O{B&%AAF1_5JWf_lMOQ{s2Oqcz1wp^?ULefs+k~K7Sv{Rv0^Rn#~XHE)G0MEb#iyT;+O>D%*v&5i>_46Gc zUM;Lt|7Q${6#CN~`ZNBn<`38Ps;j;&$>`;+iW;dx`ph&Nj|q*naOLM&Nsg^L-rIQp zH_5c-;`(hR9VJK_jLq*)7@=AxZ&OPAwS{x9EmJ}^SkD~%JoJSL&M90RVqJM4ow0Hx z2y?Cay|q$$XC;oz=*r0DXP639a`{DqhkvS(cxjljYGPSMk?*)|xFIe{iF%uE0D=R0}`SO{95aR)&{L|)yC*~q~ zif@tAB55G6UhfXF{*&Hsdp}IAIho06vRQ1_JE&}wtIt4))JoDn1{!Qmz7YBzrEag;W zHolI}7@y~?l&+4RNhpONpX|*DiD;iN7LiJWVQqgG~{^=&#bDd=t`DnrlP>tv(sefefbJJt3gvy&`$ z7UOVq>@X@n)f|=2)l_t8Xb6-p65=26qlvm_p9Dx=Ie>KaYASu{F-nRDfz!{|%ZGI- z;wCnA)Q+YPVfr7(%RAe4r**9+yCL#aUgfrGjrMBa*{Gmvt?X_ZNZr4rGLH0Q^kLha z%uA&zF4XQAks*YKxN3hVf*Jda)LplIY+pW!A5IphI33R*8ieiPunlE~W`N1zqjy-h z2N390-842#jsw!N^$et%SVxwFtE5A_Io^i0eLUT=mROr~`BJEDmzd2bb185dT@dC9 z{Rg!*1;g!edVIV!@1~6Zq>#t~m=+auMmUkxW794U2^c!j0l>>%jsFR%*`na-R5T}1 z(N8F#&vZ6(ayb)eq`G|wVIwHO4V7#Acd!cb5Z~{H#B>ZqfECwu24op`kLQzfu~DH{ zBX&|a)7oBn9>{5n)SP-yEG!}hA>e}lY#L+6WNVwzD2A8lyYc(;Lc9hLK325TJEu+yan$^Z?P& z@%vdAZ&z{4P-eE+oe#)%4Xq>vPdtLUEZ}C-AKY<_qAh7r#w}fUv&JvI2Ezb~W7Z*I zDdZL@8(BfW8Mbr3%${hPIVvuUG5cL@p_v4-J=QNh9qnP-Q#uch%MT6=AA_1OisiUR zN$3x46fKA(4izY-Q}qQ3tY!q6mORSfEX5Np7=l`soDItYv=LW3Cea_1EaTo|J;$_n*P9PsnP5iRb5rir~#aMYnIPY~TTmq$PWQ0%<2u+@P z^szSh+}L2*ej zE=J8Syr{44R%Wu_{SySFDBKJZLHEZ*RJDI(qt%#_42XmPw68j$hQ43oK>ss8AowoW+k3N=~Z6B@v3+Rsd80jsy50fPa;(fr5<)NpfktiEL$k z0AP7W?vZ|DhB%~2g1tST5LJg}{%WLtJUIc<%tvk3SPlgB3Gsc=y)9HY#D=QYuBSIOxC`jZk%&%%Ks0agD z_fZ72iN9CMyF%kqV}-#PGZ+@NGPWgEMw8jSM%;AUH+@!{4ZsKlW((>^Ha|C;uvbj! zgGx}n#DrvHuc$Ue_SO%qn4S8Jn%6gWzzn6K$h|Dd4OCM14m;#Y?r$H6CHdd_<=Q*! zcSn-j@HBqJsd#fbQ8JG*=&kT>dNxoECW{|+4h*!y5XBr|nj$eyDf`NI)_pCu-bo4D zw0|B0v3fkcS=?O+6+n^Z`)0)n7Bd-wwHx-V2F7Ybv{Xy~h$Y>>jxK=m+WK0eG9mHB z)-nc4FOzLKDGTGfsyn&MJg15b<1#IHI&2xfV0!N1Hy>FMscYqRn(o#~=s!q@UL2(V zi@U3#1_Do7Hv>3E&);gFxEOD^Ga{=q07JS$2Cr9-*o>D&M>E2F#e`*pnxEDn!uha~ zj@fZ=7|ArXtLuDw@xDKy#dwBXDM;#zu_U-lKgq0&@uxw$3rnsFoJ`pC?`sYh`xi4V zy@KG8a!%Jh7DDLPWV5lXiPB{6suR4`OE!edp+7)>QyM?}HSz-9l7Y6B3$^JKDUB9LAAB*k32fcft*tYT$L@kxKdcVcqK~_PY zP?%{5KheX%aE~B*L+Q?C6%oe5(m9k%xTjfGx&_DEDdxXZl`IkB^0_?jBKRfTg2e}- z*%PWhNhWzz3+S*#Br(Pift-Y_c!GTNFKcB10ulfTQT<%E*w|H#%}m8C8s3^~Jl{Ui zLwv2A*kfB8lX+4JTFu5$SHCJA?TCM*2@d1F{YE3PsFOzddT`CX140OG0K!1hA|bIz zFadw*bY&;^@rfysVb^9zJ5tPj6?=^+&h=%{F{#2R?TtVps)$m>B%tyxVX#RiuPb4I zNCOc%rfL~%^_f8p4|df5+CRlpPx^1h_ZVCS7^~SpCCY->(%-mq3VCUms$Z{r-_KX$ zI!pXIfm+e=Ui3D9o@V~m&$ zni-j_NjRR+(%trOH=`)BF=xP0(9ob%g$bVAr|Iq2CpCb&&ZV3?g%u|Ta<=TtqxOj% z^a{a6R^w-+_t{(YDzg^xx$b@)8oIRVgmtmgS@QgPe!2ukm5fcE>+d7bA-gx!ze<}j z@Yntb8zJ?dOb~FF2gAR;by)5SQ3McQr83h(y<^weKoBbU{GFo<>A@I;HEt=SJ^)!FZIyNtx!6c&@HHTfF2C zM46inj)x*;bW|pdQiGr(!2-*&fsavwTppubQ6Nb{AdHGFsEBMU?48lev3vR^dgT3- ze?wcL$8IpvWgI*R6KO&;j4Vw7Nv__mr8{%iYY*7b!b*lQ+}Qcz>o>iQ4oNwGf*`r; zE@a*+U;sPW2<;qdSfPlDtcQp)S%w@SlvaD}5`^5e()c5y5ZT8gC~0i1xis`}#x@u* zVbT7zq|l+6OeNJ#Zn56h`ouXz%qLd}*J*Pn3dMwlDeSP2=42T1t{~@0>259j0>G>) zEpN88d|HeQLS54xH?U_9d-FQ>st-VgV+r}oYE1I0^im_VW}16`y_-Kt5llIr$Z$Jf zr?k1}+Nd9VZ8@|fM0ZdYfT!gaips-_=SX(enP4a=DFC~tb5&ea3{*^f*#&*bnSMK? zoruiYn;<93uJo9fT0kl6Hey4aMnT(HMZ`j`ecRGW5rze!1}M_6g{#Bk34~W8 znEDi%3-925736U7>6A|^h;CM}E01<6l{HbqHBgHJXRUPON9Q*974lSGEbsb zU~lCN@u(GvYv^o9q>BB+Wr&?d9;tQF$@bI)fi!uxfk+VurFCNo%r+gPbWC4)jKmoZ zCCo|#Kn`FCJb6@rAdZm<8cH(=1S}zboWx>k$3=~zxX|^6a2&eyx63i~|NzYZ35Z zdAu}$Ve#egm7>i>cQY!_5Kn~LK@6QeM1CpjQZfnDeybdENM$KGK{N@7!zG?s3Vwyvb~*HiSw$ahEz)JPXQoxZc?mW0kG2WSPcS?sH+ zgDFUw85`e0*W4{)1c1F^aEiPIPk&Ea#<45qjpNq-MYV>v%*Flk!Admy0xc$7K_8~y zGh~ei%`PGQq`E=H)NGVuI$BDf93}tF7&`w9*GS@{_VwGQ3iNpiLCIxyppCX+bWJib zrFvaPbU`zq{bU%@lu5yJG*ndvj13a(_gYF$%)htLOz;^z;Q_4NeE>W!!+8eA1V@O2 zaDG;eAjC~IR^_8!aR7wKAaL!D=j(A@ck8CcrP`+f=}1r{J7avVf1TwFemkF`Lc1Il zbt0y_l>v~uWNmmiFSoEe6pzcdk3tLd+S1uW38Vp2a7^~?uKl$viEiUxo7kjiE(HqW z6dx56dH2o&cES7q0$Q)*b>8piN5c4gtp|**R+?{`@=`>m3ESuH)~aTha8(bP;8X*I z^Cpw7loa11LQGCjEQ~A^99bDZvJbrSr#c)Zf(1||bZ#4=j)ye<=AvVf#h^tg^4a#> zPwyAxH)tOxogg_3aJn2X2KqpQ*)wu^42-^i>&f`ejn!DZR$4UXhWS>( z?jD^Np}+wsM2LzA3~a{Gj#}G6;PAP%T?;2uZRf8gTrUKP_aYQ&Q}c!dT$-Y_#vG~b zlg)(a%Ndz2IExN9OHT6pHYnSNzJ^?|;S1f2>|z<}!ww@9i$m->rg*{K-9lUI8d8Ua z5c!$8!SO50@kzxRofG$-O~n zdWsw(i#);!HN$wc3bp^K$dx?%=;0^nrk?w6zV_Q}+OZ30Ez`Ywy=<8A)$*AOK_}O0 zwmxer{`kF6Yg*A=i1NX9NXh_xw%_(N&62$yYV!U0*uggW2rt1r z;l6GKCgGj_kJ;_(R&~Ss@tZOInw{ER0%5tC?$}~h2@SDzvV9pmo!I6|E&yE$+PyHv z0E1x2pj@KDO&&X6DOP6Ag`S>-ORFDP-!4jm72~2Ch$UTyfCn|WCdfEAig1bqc|xEJ z86YddV|T&*A+lZWDP-OK3|1rS( z&5zCB7=ecJ0K^7I8W5Doo>D|JHU`KHm!&tb%Gr31>o(;-nl1A;c<(qiWiI7sk^%{h z-G&j7N#s;Zlnm7O=DN6C4CIjHID70zIJe*mknvcHfT+rIN+|*Sf=Z7Vs0EHuq_9#S zHI~Vb(kf*r3X9t|#VkOYjCJm9v0Q=~Z?0r_mZpAFH4k^C%u*<_g63GFSUO_|1P!px z-q{dc>uZ$YSS0iY_~QvUdMl2SgP=J4W#3UZP;3(Fi|4FOcE^p;X6lV*&9(BE&}|d& z@#$>t3dBfFQsnnXsDg+Qbr>_KegcDj*7(suhvjeQg(~jit%QbCmYmP6S`r`Jn_^w| zDXlC%s!RT+9ZR`{w>i1kM5*|D^A>5zWGW_kOgdOy77jIUj`(%X zoC~Ebv!8&kWbSqVM4^f`e_9Rl8%jW00<#wLH{n^hw9t|e93Dpo(+%WMHqds)yY(fV z3-J4m8QT#mn#%magFlY2&?l zDGiZzANyTk764*y`#t{_)OD2>W{kT&N_^;Q4tYefr~S{13O&0P9-X($HI3u37&+fN z6DG592Wudn4bh;*+O5bYBGr)1)5&8PIwJQ{V7xY(V-!!)cz2HD1#4RZo_zVg$=c@k zqa=3PY*-~5qPuE-**rjr_NJl?9Ef2I2YCl!=_)KzjPzqV-1J+Y+7aAA$0#z?1c)P` zz9@7JZ%2A{al)R|3yD_dvp)|OCK!R2VoG$XKnZ9n& z`jyg9J05PSnZEQ;P>8@*m`KwDC5=p$a?+pW;qP%;&l+6v=5k9vah%T2WvRPgH{wUK z`=6ajn{LkH^JBE@yD~G1Pi?hOd13TS$u;yo*6*AqlqQzzgga{ zxHEb+koNQu71`Xt&gI%x=oY7>7@`x6=M=>CIUd;uijNG7tr#O@g(8UOG>iy>!vPJm zdOyMz%L)QYZ3tIvQUnwnr>WRciBdZE{Ua6PxHD$Q+Mr>sW}IO7Kf}Ui5;b80sjQdh zgpySV6QcoZi%muM$(KQaYi$0d*T-cerFn@e=cveTw2j3i@A_r=U4#~}#5U6hjnbsA*M;)<3h9x4;VR`2m{CXPL4+vBX!Bq-VtEAXJ=SzWjF zutN;x3fcE`jL3QzzLrPu{uHzrt;axsM-rI}2K(!Wf{(=OrvL7`g23P|q4&r7cAtf6 z#DdrAZ%SX%v)sNWj-+NwexPNUfimd;kNB%FhK1>;h(MFTJV@NIHu?&pU$q3Sot4Oh zb){Y-f5p+`I-Kbe{G>z17w{(-z=l4_Lxww^Ues=EXGFgebOATAY=HC_5OM2+0?dq3`FS%Y#k`W>W(!QvCC#K^v$}DK^}<%wGuy>NN-j6 zOC5}a5rZV4NXK>RXufu{iFt*>{pQu1AouIlJ8E0_vP#*|AB^!91mRwesBBf&QF_>v z#+b;z?S0SKJg)y>IZ}og*+b7Et#7F9FWv?n8qgG;VSqBeCZR|es5>N&oa00c)bxgZ z?^eC{D0gZ}CI$O11H*+z_|jjy!4ZYj6_W;Jz@VItu_L|Y=%%Z4p*HQE(j(moI)62_ zagw@X^tyUUzlqEZ!B**cyI6rd$PV-G5RbS{uHR2_5sqb^ zMyh{ER^cviWS(TSxGT)SMe%pe}9td`)l|3u3bg7(zQSX38KewO1WJvj3-JUvFwirL{RxBRbeq82Wd11jPD#;~Wqmf5TBE``ldf~1TX_a){6C}E2uL5TKc|@@FSa>v{ z=K0eWtnNdryHVi(lDfPt*Oj;w{NF+GGcj(O1Pbr$H=b?%B`91)v3)zB(UR)+M|de- zqSu)!Zq9pxf5B_jx%X3~CGv(Rn}2m)D>3GcJ{s@@VI>5w3Q$y9i{Z}4MkA;g4(UQf zk9|hh8~)n=m4f8!I7Czd#V}4Rg*d&QEYg_{Z7t7^^wJDKC+%msH6CDqP&lG^dZz+Nci1r_bQ=HW7hsa6n6N^7E zhkL{0MU~+AJT_-nAyrNiL#o!ZOzEU&Kiv{ElK?$mj~XZE#|)C{hbjOH5a&w_#DS$G z)s5iztpn{xq&BNMtQ!Z0qluj|qWIhnXu~#hdLJl+6}GtVmvx>Q23ALd(Q(h(38WJw zyi-ZXMu|*<1ts6_W<-_}6M)MJU$iM7lM2gMQDm>U;cxjqHhscTGR+MmTAUmR12Q!= z#l}B&>5nJ;bOZ|6R7k~Q$tOiv<056;QSy_vGoXK))Zd#OjL(L2_YxtLVUwrc4T0Bo zTj*nqmWUJi2OfYXX)%E@a$u(ZQAIgZ{XGO`+ut@EGhj#4Yr9_*K`w^e31$>sh&8wV zN^^Tqo3cNvW+4HGhnUNOt7!D==g`y3I~ov}%Bz~75(j7F(SSl%Cp6M7N3{p84k@L) zfu~-ai+=xpPQ$HN&Z~2w46hU-vlKZ5N9@cyop>AEGPy#0%jJFpolftRzF7La`?Vn zt?ex-a=;p{K&CPXk1ADOFf?4#JZ25FxasTkV!ff)S^M6jO=D-<+OYKlj*ZQh6GJsL zY3>s%FX$wg*T9OBtLyd%v6+9f7K zCYxd?5@UltcWPpQO5Ycg#1*@T4 zhAGs!?gDrEYgock?|oBvBJze|t zS(b)(6*?+$n@m`2g>f-4;0HMNO>O?bn2WjHCk4PH#b}OPa$U;*m_A}Z5i32Oo^Fj0 zX3_`RjgcNgGXzeHCPVFCa95?hXBBGIzLNYpPGUnyahCjX!PuMFTM+SqlTSp{8f~m;8{>}Q= zNHWf>5SZg4oX(D;vW6bx!L0OL&al;Ei^J2!0E5yR8s>^6_U2m3jZ{r{AG=@=GE9Ul zU|ta#+Y0;Md-CZ&=$pX~^TZ$->jbl!98Y0SuE;47I8FAUrzKa}_op&VSlUF11!aId z_}Xz)CY2l&F_JUaheQ()Ro@&&U}7Ddw2-KahS^fSYFw>14;T6L%~_264NoS|`d{&? z?T(Jwbv{RFA~|Q@yz@Yn7rYzv`oly9~?N5IkJqxkAs!y`_~?eISPw zcy$Ol`n*u~benfWp{!w6ez_1GPV+kszCPnJIxHdTe3esxTS+qdFgXWFNhhoC$>SyY z9FkRKq#C!|&283@`df)?=J6jRE+0|@m1wvy<~Gie(A{u;KtRH0NQf}6hBJduiEjTc zRBtEEXLxzJf?mp$U^v-+4|jJDT{q_kdGc@F@;h#fsqKnwfRj+#w_K5O0o{L$i2s{0 z+aNI`y|Npu0NwDyp3bC>eNEm5IfwI^a(M4;TKm%Eg_A@-H4g)eW18RSy=PXg*&QlW zL9Aq6Z?*n+PkD4{SEM8yo~}REg>Tvn^hMar(P+owZOs?D0@MWRxYvGk)#*%j_G5s$ ziEc^t_`bGuhgmi=+x$h|m&>CYz@~3(P(V;DekBF;n4(=ktgM`IhFC#V)ZDZ#h6J;K z0kw^31Z~6wtYTMKJQ;*kx9j}1vS0|Anw*&gh|Y$RW~PXNbKQikr_!j$dv=)Da3kOQ z_rD|ke`K2BOQtX#3+u^cV+yCmVA@WhO7UZuIVQkeiJ-p`H|sC8R|LY6KPs*_Jgi6% zoa1JuebyOSP7ZO;4@PvxaL=wOG*y6ra&AMbHz+ZI^T#_Ati>XoxYb>I3Wf<3pQ>a^(JB$h5XD|aRYnp+!X_~@cs+qJ-SXJ56?0wd z;0^s*?8ySyWyDuv`J9+MnT-ug$Ms#Cf6kb)m<$!}MYTdgc$P5KRDK2dwfQg-zXA_v|u^zhVl+?XkWNJ1AmI#IG^m=C|XH@iJQ92dogWfWio9R?uGR^HJW)sy&4p z&ZbJlZZg8?S5kD<>-juO1J?T8LQr`_Xi)?DAC!r~i)kcSX$~mpSf#fU;vy$Nq3vcG zpttt+_BjA#T4)UxphKJhvCI~3U4<>{^6tNhi+35Z^7c~tW(2LqSv1IyEinFqp>ZR$ zf;8mp2*VRh75w*OBm?#sd65y%;x3X|}XV0Ly#M4sB(EMh>th71CRprlBDIqHY%xHfPM zujN6KyErP2)m1w&Eb6;KzoxdX?D4nRB(Jy|@6;I zwjF>YnD9nr@!VxK-}TN-g&x|+H^^V~GWljbjqh;Wq8cg>lgpKPIN&F?PTWz&LrV4o zDSluAjA(R(`Er{_b93zU0_T%pvQOpb_IkAV4ysp`%vKBdn^-*gx^4dXzD0<+yf$}A zV|dEEC1q0A|J*MyPS}V1cP2jgzNj6!U>`{0z1R=*mpF?zoL zO|i^k-aG$x8|LWG0M>=gxdS1I)5b){)S@Ix7Ku@a(4xoM7@|T{<_1q}1eO6D-5Lkw z2vU|w7LI;*CjF)})V2p^A)g|z%GLe0QPRNvUWT+Q*7>i~<|jZwU>a!u6QJnyevfVJ z5Zz(w>ZHy_l3Au*i}|}^5-sSe_qI8u%L4C1tKXE&8U*88!*{nZ%dhKZu@)2zYbCdM z>KS7TX^)4iij7CHC_9&QF8@^Vt}|3Id13q1J|LP9O}~oj>gD^o_j}uQq5uPn0ahHW zm>t7F0y*Zi{Ar6An4c^##H43DtT;&012;6( zDs-55N+3dS$VdZ*Rx9Oe_PiVHRZMY@-kLRfyZd5je38N8}PS{8wNHB}4$JENs z*WyUHJTI_)^Obmz_+*rw$M4bQ{taas+OG#fH8BEH{=h__1u&DJFuJDc*(^b!5{%Z4 z9C=*+#|4CDg+Hytt=)s9Z5}&9#<#OZwmdT^<=1g~j9oO?P4|nQ3=d{RYAS!0eUn}9 z*=I?+ccQJ?aBKZCo{a~wLuiueC)`J0m7(=W8@SdqfEVyt6kF6!5)h&a+?UGM)nc%i zM~?tSiq%};dd1Obyn7s|6=kmWQr&hl&vv$d=)T;Q#6qKy^?~5aU3=#9kC@{`^x(CQ zLNHe3U?jS35BK_Eb+jdL8PVfkUuHmiZh%#r`R6~2>7&X#NcPo?tE&bdM)nps3;oKA!SrUz1bT~XLH#ySgXyNWK<9-f+L^j}3i?}x4d({L1Dotcqd z15inB)=S#Kic4~Ng>Yj?u{_$12DkcQQhg7|2#(}Oa1Bw$IyLEqHj|P_z(=k;! zD%E6;P`zycb#T72%0(y9)+wK@U)tR3Iq2J_DqP zKTQx3ww4r09=8{>#z{1v_8K0+h(4wAqWA6IsXK!liSw-S*Z}!eqF3}hCc7%5BhcjD;^&U$&*f290eYl9!S2B9kZ4+TIT7s)h`G96( zFqNcvgRFw&k=;|O`ar8_rNI;}!qy5=HgVQ|77e_12U0eJwdu1;blRgRt+&HkS552Q zOS!l6%G!>=0HR@A5!biZk-)Dx4NSPtHFSg2B4idPu7{ursdsW3vCj~}zrPB~2cdc5 zrB08+BJ#V>nxMD&N$i%Q_kCy#gLFPY0FSo}#M>s+1gH*i-s4>|1l|=VrmJRLpT%M% z57Eqz(evT(nx>;wZ;fknuX+Oqa%Z zIN-vQ?mPvC2BFZR$-BaA{Dn)7ks-ag;e+|iP^F{qI9+2|_B`)1 zl%`@!vBb&3@Ff~c#ie)Y&d6m+P}%}q9{al?wy1imp96W*!N*I}I3F__gIut9g_P04go!lx$U4ENm%B5%1mIfqb*uJrZ*^Z)B%`3Vg8o zI29y2*18P27M3cfCl8r9>~+N93MhsKVkN2SGuB}-IjI^8*2LSZLwSA5RM+T%og?rX zv>tU83sbtn$Le(L)E{ft(=OQcFYntLScUB@ZLo%-l-v@eN?E=@4#lsMBxPmgSyp~Q zho=;!l=;oZDsj)XsSpft0!eui7DFOTC@%WM$l3?k5aJ_U9A(8ko99)^JSZzsB;;~L zjE@#;4aG#!kiJquD9+c613|bn!3=)$P99mnN5~waBCK+(b-G96&~~a8u2n?$3yaxjrx< zJpz6H6vDOiHXl6m_9U zXL&>64Jz{+9Iv56l3a$Djqag)_)t#6gDX;X5u8fS+hs(Pkz+Vr0lB&v39N`@z6PPW zN!~mgM%TbuEro+wG?@cOChv%Wiqr}alL#yFpvGY~nyyeZUoYCZzmg53@smI2-)n0w z^7@|}cvLIze@TTWshzI{yBNMDbB&5h=5ULyKlJ+HOh(W~d=wIM8IcPv&fDH7mRL@?J5Gdw2EeUnaM zNL1}j%)jUUg{T{|s5gP8(Oa!*BU zJO8Ille>2C_*f29NV?89$-5~&7e$HMI=C&)v7(lvA?9^~$s;;t((UI-jDOKSuo>jD zza$}xChfWX&R?$p5vPx{>KSdt90JcJzts4o03;y$P%v>nbq-I;9PEZclA|Wi{x=b< zB0dgh!BWJUW|k8Ge}V#`S$#(10Si_q){Yg@gwbUAV1bbRnDyZa-QRPtpdRcp>oFZL|O>3g9^p@wK6$k()%79@2`eK zSrdQtG+p0^O?#|Mc8?+Cp=XUrElbRJk+BSQO1rGeHPV?5&J{L^yH-8k82K$USnwD4TGI5a3U{< z03K3@p(ob70mu9w8Hm9PQ?M`Ysde(u{rxrITuXJp4uuC86V+7{1#8$iPbv$A|LnR_ zxO@4fV@e17g>8M^?mE96PDm3MS9Nr!JBV;B8z!G|4g`P2Bb*#BBQYN*tVBtt%Whl` z^3;2+S)smiV8sNCtpCoD!*5<-am^jJGscDyr-x8T|;NR{YgEMfsj_!}b^cXH$ z;ulqJPW@FKWAC{(6jfi_`>(@N7E!E;a%&;p{kKk9@4&&I>!mH;Fc^A<-g~Fba(t}^ zBz|TP6`&9{AOkG%X&?`XyW0s++*aCOf)O%w)vr>O{s0O zm1FC0QGnqid4ET)#V+5oD_MJqU*&R2nFR^381WzklfgsEnyNqsyi3h8acG;OY%K<5 z_4SP;63mo_4vX;~I&=l9CWd8%X#*suWK#)LhJkHhNS#-3BvD z$pF{+7A}UeWPGWgLGkOAW{Kgyhme0E|B-epquPyjT!w{kEVo-ewb7?xoT8QK{m1w{ zHVhIX>ZUKe-*=`Ve~nhv*wq|WrN&MBRBc7N{2}M+`RQ?#Bp>gQRBn-r7#Q~^$3Z() zeJb@b%nwo+om4B()OC1l;ZneB#r(@txGL7h;rHoLS?F48;nE)z6E5kp5N|-1)u-lP zz4ENw-cew;7f+ak*3F-j*yvXE@{-5tSF4#?OJ1lAO?@y?fm&M=4sRlKR9EU`K2C0T$)uCliGsO z#M0Yjenv5;WHI`MI9v2gLUUS)TgS;lvNRC)=iNxz8FjNoy^iLku;RmgJYqX#D z=mrrQO-$Aw61;fGA^+mO*E%ues&?}>~fw7Z6 z$?W6zI{u%Rj`Sm(TI8;uijb&PBJj`&zA5bWb=q0yJG|;>t z)6s^S(fKC(Vu#dXSm+}$w4UV5UftjSK73uFigOJIccbN1?ri3wTT+9`YcK{4vE0nE zwjkYCu4_#lD%;pB#|!zdh5Ib*Fql8(7{>0>p!pW}yxf8K^F?Xr@dCxoe_GsX0PhI@2PXW+Y|ItlpDcM`4`!bog z>7d*0U*H`D{C4NV&0y!=PfsUcCDPbrApy!&#yZZzwnKtItPuGwS82ipg%Ll3-~hAyrL3Wn z=`zR^Tq^Ux6>gRg4CX^6A{nM@{rK~!ZD9Lg`yq3>V5w7zlZGaqz^mkE&}P3IkY6|% z6Vazk2@KkjYr;fJYJ*P~siV{dGP^iq^>>ELO0*(mnOUn)2sb$|nL@N39H#)*9Y^ks zXxy8!@nt%v%lbac*Eu$qvqtL2DnfxT<}8lEPlJbH~K)F>t~TiF-Pv&JI%$7zC@PsU6ik?-}H6`tf@o+s^&-?Cr9 zS6#smLqPlTz`;4{Q+b)ogHrF;;cwtsevvrURxDO?7*RYar?pRG$YptpY@_l=Oqpk; zdfMU)g@XW`GBT0*8}VeJRIPnhbH(>FG>}cS^LN)r5QtHzxa=58bvo8WM`E>#AE72f z3j~pAO8;v~KSN!}026S72=l8fg1Nw@*~UAi``(glTQ}v5f*H$vZdtG&OB>w)i(eS# zc>MGqdoLW0-qXD5IQ>MzpW{EYawAatTuR{&dJgfn+>NqzCgcM!C*BoFvve7k951Ht zyhlKBd@g&)#6`VtnZ5Zzq&Kvv^+3UOm?Th8Yqm@Eszk)*n0$qEHWN;q`UEo+{_Z|L z;+Yk{5^`NBeQ6lkH(Oe$1fQXceyVRV=m+_`cE?=yj2hC_^)%=;002;fw3}U<47*4bi3^m1vS9i|w&Q|<2kg;j#T(XX&>wXjJQe52uE8tbMk>nf0Q zakS7+cSBydvB|CA2zNY=tthLUZ1UJZj)h54T~Q=+bTrYK=Hn!k&HjCYO1XbVQ@_w~ zeM& z$Xtb;8oh)7m6dpF2-9=x>#!1)i}TaKXLsPda$F0(`$L`RZv4he%DhAm)(kWC(R0XX z8=05J&N0>q$Ywf3BjjzXloZv%1I|37tmla?iRpt$Daz$JeNaG z=6W&Lx8?0^zSk(8g?7vkiX==exshNGL?j^%B0q$fmG@n-7G{v^$K|zI0|W+_+G-Kn z&2V9V6Xy|%N{nUzQ`v!bPhm)k`7<^B11^`ZBU0nFbPk;!D&V3E0*zn-p74zxIrc%0 zN!7vPY7nrn_3bftPZb-|^|~r=Ch8D1jdI86wI&G)M1|O{I}Dq=4N&>C=I`hR-1C_7 zxjdfEYg@PCbGeT-CY1gvy}56#vAa^7jh_~#?Tyfqj-x%|rf!qlo25s+0*33b_;sA- z9D3*r&oX8pEmu#Jb$-vm97-$J5q3DAO0y^rmr{5~n>Lz)G)f*VY%No;+<|(5t;d`p z_EOu{>!sT)*qzU64o-tGOrb+QE8fObH7Q8c;v);=ikrdiD6@wpT^5W91mO;MCYV=% zKfQ5{S%GiL)*(%@d9(j| zh!Mprre_}M)f@J$Id0F(?RIm^_nS#PICCAgze5w#E{UeF&)BRj(N~DHLBy5R%R{|A z4RxLKvdV7Lkl@GJs_!qv*CEW8U)k_-q9;$l&^;ZRFRMxAfI)SI2LnmZ_3}>;69Ip{ zXue~LjlWfg6;u%?LH+8{)7wVcXyvHZUcR9jMK$k(8@+vG;V>ZEC6XT4T%_Le)z@fm zL*OkI@hUJ%XqO4OxPL@xo#oD$`R%4LPvmZF)M80fI{eoHv}4vk#UP9Y1d&l9f#U0> z_xtOl_myYLW8u+3LxVRv5b#_`YWFYWk#|C^QhS=8YlmFgx21$7(f8L=U`?{n3{?SRBN_D@(tjXv%~YyppHDg;rVe~k}#%PtbdCs73toP~hobqXmj zM@Uf(Vd#G9!qtAZqoqDcWm>6DC=ceo?+O9a|48bBT$_h(}+ znww-9fz(s#>z@=bJ5|1@{?O)%l^wDD`bnuTW8mywf>C1ljsXG;adB-Yuw3~1*7$xrN4e9-3UTAjk8#9C&?0bpobDQ1E2FYi zWgeDd^aK`@tx8qC_FZ)pt80{6*>>Hv1>O!;66E+8+_%>z`ZigVwufn&VD^i4oNrdx z&-lF~tQUW0cm0+Y#OLvOzg_fI&fWR^jM~s^!hBs|NMvhegrtFpPy{u;mmW@l!7wH{ zjKAbgu)!{g?5M(9G1Ix>pmeOSt3bA1#lm_Q7DqJY7Gyhovl(s_lVoDSROb>mkR!?2 zcXu|N6_(ZqfeAg9he`Gl1yA zQfOYwAvJtqDk!35NbL_&yW>G|o(QZ7A7gTaUGklZ?bpAj)sCv$Q8ha3{!57c<-Jm; zp!9Gq+7WlZ4uS&5pMjEGqkvTfhf~}JV3`cA#GeY$T1z~-VCl&7d~y%2haFYwcQQqs z-cQUQZb{m}rk|KTf8L(kV0MahCVoLafdT|ulqRaDw3j!u<%gi~f_o+BQ>94e`>CA7 zVrD5VKSf3F&!DH1LAw9q=M85m3RTuq9ttFxcur;0N?x+HZS7bXKPk|VTyT=XRyF)h z&qp=}gT9kx}1%?x2AaGL(hnZ)z?){E22*XVe3%-xtzadQ@hMG+KKO?@TUs!wrT#<{2&wpV|{&DPZm3 zdxlWRV`afK9Ksu+s4X6c&(GJsifE;n!cf5E&W;K%7wS=y#d>iGmxsUMrUe`R$PBQU(&g$I>8cAf6({GTX z>lwrLkoRyuGJz8Bt`BwHx5yZHjIC1lkaM`a&o0BaNcOY!eXjL9UphawzaEvCyHTiI zhSZFKaLj8)6>y;Vsf#R!{8Sb^4$q{yJ!SI#Hfcmy*vdC5sy7npn)Uw!56qSPIR>xS z+T>m}HNGvH*(?Ee@HspT#$(BT?sQApl~E(XDI#3o#KEbtKmjnM^AksbaUyAbxa-hf z-D(Eq)v%G_G8jHW(}>T$4${MPfeQ)kwuS{m@>2-LXb*+19vSjMAXU+@UgH1K9bm^W6=TxTYWaA`H zKF#Ph5^4tj`P2lBCv(Rq8}2;F^dyXk048E$ELwmGd{kT-y zGqGLOTmD({47h5{x1Rlz1CEnR@cK`nmc=~C#3sdTBK?kOW%q7qj;a2(wr5JsLPy)} zs+wR2yEeRH$=OsM!o(K98Jb>>W!Ig|=V@cDMZ zS0y<9aU$I6dWs_cYOI)mhAB@$Y46t5ypilu@}+fI|oZ!X4kc>dZHqeu*va#(UGu zue0w~Ere1xj$rCFZ!(-- zSPc=Y)7s`K(28gLFVC%sIr$SRJ0Wsqi@DJLE^7q$3tSx2sgkUo7L z2=ft|I8a0+iaSTaq7V|v>wG!uzb^uWe^QtK3o8CspE=hC-%!8IZ^7GeGdKNGw{Otc zUr(!*{V*knohtR;N^{FqW;w}@xk-PH8E7ap?U*?=e+quTi1Y@8o1U5{v>f^_HuLZYT?)QUA}DyK!?{SPTsRC!Gc7lk#j#kT4uf z5$g>g8k6&Q(K05ehc(X@i;X-@$SCPG*hrHsc$u!_h|J=~c#VQJYgtF} z5_-qCV<(2C9qq)eB;uzU1{t>ty6xX$RdO%f*lm`CSx8pjk4`bp#2*T3-0rgVBagvn zK}pv%oukKn#w9WBzMdUN>+4_ErM2lfjU4fC%y|JKF2No}rH%8LeiQmCiH&cmdL^ zkOm@{4Ia|qM0K_tbt!=}#S+~nkL&Uyq!EuEDs#WdA6k}d5wp3#8vDs7fJi`pNq96= zZ$MF@snmp6Nin9~vA`Ws2gg{D0WWDbt0*QscA&b}6n@a$w1VsfMnZaZt&o5p;2qNH zCQ0|`#Lwz-zi7pU$ruTdwQpoPx$-6o)n1*n%<}X2kJpny&f=0H%Z0{sOQ#-|g2jn6 zooCtE0yVZNMYEID7|KUHc_5jI^Zx*W-_b@xxT>&^?5yLr{XVYxI7}Twb9*!n)eh7G z;DCgm=0+ClCUXrz!+5g%3KGyjsz??@D-bY)hMb3GbC6Fbv%rHxzlQXK(BW0~VAtQE zt5H0`rmpv4AUU~UsWSyUhQa;raSlb}5(y160r{sV#9l289% z1D*hh8SPa+k-3+v%09h#7;Hso6_6`M=T#h3KmRjTy`wr3-t5}D+)@0&wS{rh89^{* zg1eC4I_>;FmtyYu?j{h{>Gi{CQfc`b(>sIqpv~A|^l+w+Xj0(zvA z;oc?mYYv~@6-JHXG7?3e-_nSX2mt|UhsuqMz#Y@V#f}7v1Y^vOGl7v8sO<%YknbwO zvjJk9pDP_Q&H z3d5$8crnE#FvLq8A}?^oGdh*krV4>E<0`rqRqTCCq9LDXsL!>Q*gw@<{RH%S`Mpn= zg0Zm}NcALGrG2i#F@=FMBT_K*Jo>$y>S^@DFC^R}Goehi@$XO>J+b7HKMySkkIu+u zQ&#WUL_bx+(`jwR$o+^JZ>YSI6_Lq~!@nM72C1-;=XsEze96iJIQ`yV2WbfGid3E( z4;o^vf7SGhH2Ucjz)*dJgmx%zYV(D(!oxo zSy?GqS|V&0J03W}IA8IMt>fZ%pZz#nti~EFJW0GEIiQ`FGor~NLOw|&pchY~Ldk$s z=l6J5V!mVbdwI1H!7bIQvGII-C`<=JkIQGQXJtRyg_bX}gTF?!g%L&n)`rcN|9+>J z9RW$OYFQHTOjFerFm+Z~qsWpL|KZ;n>9BZscjOt}#hQ?XEmmu{?%{+%LUP}_(B7m= zVWnI!HH~slZhKlh2`e&N%~Hnn10ea;WW*-|=+00pN_Tv?FuC{|d9twx?(dKcnt+FJ zMXYffAV#9wI2!;>6Y{!TfCjCU)`>RHTY!Gz{R|)YS&-gA5fzRVAiv63$2!#?GD+`f zTal`$(wQ!;C0eNQ(4bFvzoxOX>mdGZ>~A>d=*jL4wmH2?psY3wa;RAf52s=c*X=cs zRvLBwA2p(zQ#Bil=Up7c?G8%anfw^|HP*waQpq?ZvA+H#Fn+s7Cllg6#$*a6MoQ>D zDT$)aTxLh{rv=+ownbBO9#fSQLRnZickkLcgjdV+lEdId&A;0)wM06tw_LL7#nPzm4jh9gn*-sW^4DarlJ^yGIDVS0jeXi1(C= zjlHg>tesmi2131^>zT~J6sM{Gm?|nKn}`Sh$r<#qC1&?}JazrOf~Bebv2Lr|nvf}G z$Jtfvhg$7}J<*c6Jp+mUH1Mv5*dZQ+&E|Y8lMt+K${VYOB46P;RKPqM-sW;mPA|&G z<@HsoEM^Eo@zubm3zQd^niUx@gHbEIqWM8pkuWE6avhFC1=13(;y4#9E?%p16DJ0k zI&wYbdcj{F3rAOprHRRtkxf&vqwq$10>WqW1ohiNJL#P~kJ zkWDMetT924l}YAmrDidOCZZHpf6~ZJW+Sn;!A>VnUi7)8=DP7g zvHh*@|F3sU2`@myo$leq|NDj9EgwE41(K%w3?21R4<*aX;ym~3hIG@^0dQv8f-UsO z1Xc*e7#sineYy3Pq%N9Dd0W|F(U}*}mLEeYSnwFJ!{;{K2%&>)odY$1&wrZr@i~4r#jw|e z%lUnU4FLz?(UeD{a^Ca!SNc*DigtU2Qlr3sRi{6AUS>UE2Kb{q%WrNUb%K$u!WgiQ z7gh(UKIQ+g#h&Z)$Lg~M^T0*Zi2SH~cT+iCoZs*)v z;dh5=+1>P%UTqwkD@%d8Sa7cE+Nrm7Z*^0#?aTg{t;%w7@IV0R-QRnz;JOum)g>F} zOJ8yy=@eDkulk;IJlp8nQB@Sr`cbxKd$YBCnPN6O>)|K6^@sB1l6ptK=hy(7q%Y3U zOn}9ZZe1}Br^nj^DD8&kW~Z0micj(J@9|}lYAhi_@Jo&3hujt3X$n37rb^7D3lJH8a30npbyRe)DfBz4LJti{jn0 z(}wlAa#E2dkuTJ0*=5A&tpSUwk?9<1eorl!^pFUY){h*QSTh*uZ4qgaLo*BVO~qXb z^~VCAB|M1#^{)S@d6GSQ)8$!boq&z$(}fHXNQ03;Ma6{2E+60p1S+7{s@3JebjXFl z=n--vV>fz-_lpsiKRd_rCqd5PXgv$DoV9>J)Jz#DMTZ4dE+Lfdq@$Uq{fH>JT|&48 z4q=$y^c(0?1%{)EI=C1bm7++Wk`nFvx>DWdEB5`_dEFZ-pj3}khy^YMx*P`@S`r`h z^lxTv;8_3t{RFhMLj%-Lz)?y+SlLPXU_T`FmYkrQowm_w1+*e!Wc zVJ|)!4O~oAHC`<3o=FB8Qz4d^cXwGBB}p#jF@7EwpEa>-zCB_ZD27qYH+{pXS#++cM?vUyEJ*}!CNxgzeoPnyJjF> zwx!F8{|Z%iI0^_;Jt#Zv^iwUZNX66qWwH?utPL5x&U@Z>0x466Lu1?(>$qGtjT3PT zPkrsR2`}G=bZOpZf(wlhz*F0oGHX_cfI%$g;1~3|XfTbnOX>jRf#DZs4&Z~Z;Q@vX z*ArzWvhR9E?Q$ANswIW+Eh?<(^ms=7<;aeoOo%5*WR~n~HyqXl+i&*D4`i@A<)ETK zWZ!11U>JdB1uZHXi;FT9Je!tFuhdgrs_&D=wTFAD(54>j$u`tfs#0|9JB82d6%Wgz z|MgtCZg1tDwRP9o`=-lime1+oJiPrMIN;|+?>`!Fqu}#n{0#52&k%saoM zc80&TcNGX4qF2O5Z1T+B&o*Uc($J|vFkiv>+6b7T>5BCn17)8@51LWtPd?oz(n6>s5pMiECy1nQj}Qg(HSC)l#qjdHckl7>yP%z z@@yGRUP@>^JrAy`LGf)UoSqh{q@5_MuiMKr2rKwv;968wE2@>2I@5tPeH9XY@g*`? z9oeoPYI9c2MN6;n2N+ixi^gxJ_-qDQ``$}kHs z-yA~#t)tS3!UE&jmz-4^N)1m7(=Hr@*>~ZKgPJYcR)(%Ao9N(t%8bj`QvX!`ueryv zztt5Rkxw+oGuhf|y6E;*Ecr_te=+z4gI2_tMMh9Y4hL&K;j&+;W=TQz=I-;W?d`S- z)#LP}y+y|ZVnFvT#ZI1iM2tDj(~JISxONG$*-X|2$p8Inw7jSFt++3zd_*Q#p9_B_ z3fD?caKP*yIRHVi6*ulXEUa%bPHrnsMGM5_nc(FFSDT@Ug-6jCAmt7W{6{ip?Dr~; z)`g;d8qAxCO4!e1V3DwpW-6cr<#a6sMc5X^8LiV!trF=RT9l`1Kq(X?bqlfTB6tFw z&C-k(iB~u87Nl<0wJ!(^_gj&P1M!aNcgAah79J8}ThQk0?hZiIWpIiIn9}fawVsQu zMHp<1%z#lkUf}<*^^V<{wc)aMY$tc@j%{_Uj&0kvZQJPBwr$&1$F|-)W9@g1{bB!! zn%6w5>L>(SYe+UFJ;F#~ua&q|e4q~4C?_X;%uQ15MVO|4x_$+?8tx?A`?V+Ii_zse z;x6cyJ$s>DSm;YjUW;v#kNGBW?Km713^1pHL@=(eXASC`rWB91ywb;Hc8`@|5S|Flo z@NIV-+@Q8rmV4q;Ws@~$s(i&~<&K1DYTmf$8-I|bbG27S+3f6m-%OscON*|NB@Gyu zI9f4+XMY`7W4%43!i;)Z|2k?!m4s*;*4?hOB4z@sDkUI#xd`0z!1Vz|EtX?8EwK(( zSQe(70H6YdWA^a*5de+DmVh?WJC&;-!A+oT5Fn+^rqyyTdT{7?jx!sP8hbhnnj391N$ofw_ryd2P&&An&Xy%PO3a+0FX#Bq`k{YXKI(OCFsL7{v+ zxb|l4FZd&(Q&QDgDbh4jd|cYJHnJTqm!*y@x79>vGBC$)@?Z;$$2Z7q#?Dr>W>=&mL7F=SLiTxb z*~)1N#j+IYW#z!O~``8WI>&`8GBiddRB1EW}gldGBiIu8&c(KxJnPtBs(r% z#k{C@KVdr$g9?CbGA0==W&sd0q18Gq46-_~$8g@Ejl zARo_spLunAZuTv@DzQ}VKC3MS`V|)QbLls_&9Y2#NHoHdtb-dm5d(kO`3`t4tk8FV zo!w26a6_sP=)gnBMBA*fU{8Gc@)1Rm?{(j|e9Lkjl#L&`+y>j+LOiwKqx1K-1G zsj0cGR8FL+U)OJ&@H*@4<*_lvMeqFH)S8=LR)=_xO{25G;_gz{c$IU`7vDv z*xw_1ByX>ClS?#EnhX8^lbV<7rQV;PJE00@zO!}9n(P)^9XOp=9Ct(-&%cjVRndIG zfZ&g4J%T4zF|4nsKvB(tAD00=GiqWS{_kZ<3#`(XscTE%TSjPgTMe-%vh%~!91vUw zA*nMbkXQdrUsS&Y-0~V>8p*ARVpN-`#Xy|^D$xL=FTb{7qk|6!{!f2Yl1ZThT>pdR z;F3`K3MrpkO-xJqR#7|P1#6o7^v3RM;XV?9_N=|Q;`+`>XUTm$hjL`5Fb|SJoD3H< z#}Dm-h-3x;OgKD*+k@&1PjxDqNk;V5Ga(|*S5G{>+Gxw%?m-4VhiRNkI)+9tV+vNT>$@}BS zN^9$JT;W8(N_C+UkTn$wC8icKTv_8~0W$p><6kKX0cUS4iD|z~o!+rP?+cuocoV5&xtpOsKW=FkTj)Lg9ZDYQjGc8r(XR zWp^bZPm?7)UNm5eFoJUw@R?T;I$fUeIDE{$Zw#qm#n-M4s7H;y(1_%pUy zcQi+9GFR`E`*^E9I=8>)e0nk*pdaZa*tdslFAfC;L6QRT_cwRBbhL!vfYFn1TiBu* z%$p{ySg9*^Rb|j@9>5j*2o~EXJ1Kvzk+_p9rjFX{Uh+Cu z`H#hx{e0l7Mp|N2g&hTdvJU!g4-fzWwfDPU6GO?I{6_0^<{j3$?WBZ8aPF)rF_bh0 z_xS+lb-MHK>#oGc~QvxBE+w0T^r?~ZS7R8MP z%W!$c;11pg*;r}CCCtL|;}0bCG~>Zqr0jYx8|G0$ZaHcqfU*R##h}-LeejtXe?@Os z6;nwm2pz)W2RjFRD=K+r0kz8iW*#?0m5B6ZsEKy5<(t@>a%z8d3Y=yV2SM|sig^jb z>A+AB3}1y>4pBx@y4%O-s;^C-+N0&Ahe5D4^lJ!PGrRM(;xTlkV4g!{MJ~aYaHeGc z!)lAmnN#BS+PCIfwO?hPUmTPa{)5wUcmBmy_%TeU>ta+&$M^Hmd*pejcFEoN1SiF) zF92^^v`7uze&vZ9A$)F`-~55aWn@W>63eCN)ASiK=ZCx@y*;%#=N2r@2^omP>~^E) z^H+ck7az3CUm4~EIHA6ti2$>ng^a$Li5Mp!`htmK{2qU4U)+Jg4N4DgA%MdQ^KbOD z9+)n$pR7!b!>R!V{aq#<-p`t#>>?)+F44hV-NFdIj`Fn?1{1PPRj2dB9_^l|-{H@t zlXVb)G8(;A+8YjkggKD+55+HGSMee|3q=MtpQ!chj^TT2=M&HE`XP8XnVecEai-FX z%o#diP~p1MdW~hM_skzn%mPin0PAY)?r5To9Rc`0@wY`NLyDY0HWkUsrT%bWM1U^L z2-~NbVjLORJY~F~{GnweNo4A~iSYu4va|B2Ifw>TvzkX^Dyg2soL^8-u13%u=@Eqm zhYuR5*mAbEfFMeh>`lC8y`op3(>-D)VjADysf3FP%?(-WP$Wzdeax1qIKMo1QniFs zw0)R1q|k-mMx#g_3LVvz-<^?{&h%(I)$mxbV}}uA9f;THC&bwhOfBf(-Bj)t(&)(F zUe7b}eyA;Oe=W)ri2|s3eo6(7WVb4HEyUa4qiAZf#P8}o1OR_XbRMMO0`zDPx32;C znhqVMqOX%C*cxr!CY{=`n@)}~%O$lJ=#g#K73k{5j@&ssJ24`kdA`pVagoKN66zdd z(Mw!s^$_nII5viMi&45+s4ayW&1!Yunq6iAPMZ%XY_fly{@M%F?2KOu&3Le&P=QExvgqj2eufL ztOn1kGqz2Xcwz*>=rI#1Bn(d{`iN98@U`5&6W(hyy|Q^YKiQwzk4k3+24kx|Sx&|m zobQ&$_Hs&@>?V3`yQN#E2!)~D{FrlksXV^)#K(cdphYFy z43d4qDu-CH^puVC_f4mn4gDZddLd=-+&rH*0@)C- zb$B*Yr;{Yz_^}a7ftItSL-&Cb@u4il*HtednDJ|2=4pk;0%Vtt!2PHcx*vpB$a%9q z_p-npX%5aP;Q)NXdgkyQaxmiOB2}4mz{?wI_7peq~|G9L8!%g0kjt9RYKq3As7>aijdiui|5F5U3z;r*(SJnjwU% zeu)}d_Gxq$xqPyqiDc4ea|5plKagMP!;129pk4A-lrK+d%-T@qc9MJr;iI`b)HEq5 z1fqdyzC7i&>iW|4hl}w|-VWOH6raJoFYQ#`{f*5JdoC(!*d8meOu%c0Tpc$XF*ure`lX3771eBeyVPP+m9Y~eu;bsDUqw)6 zA17nRyZIz5(m~uG{n-;ZLX0m^hqzLT0<8#rjqp3MEF>GCpw&QuFbqSkkw084)WAe3B*& zZY+ge+D-GU#H9N`aTxidh8-VtOGn&Vcg^FuPWTh;WoPK^WBhE`gu+8&j+QuBBgQ$4 z<9v}wK{c&->Xi_6kdK?Gn_Y?Md^cTwI3iq0zE_Ek2r#f&r%S*C=yt|u-x=)v^5Erlc`#$`Q~f5z z8q^E)t9(X+$PH?r&PE95PM`aMzNSN+=VH6d)7`yI!^S@;42X!75I$Kmt^)_CUBB@! zz#?EHm|6%iflf$gBLor-bC;YU-u7#%IPNOGDK_g}`Avtp!9QYp?@tWnJ^`oF=KLcX zh@MPqFx9v{`1XAq6*pUYzEriZyDc@Uge-LP(iFR(+v*d(x)*4V`n-VyTMP41FB)E` zAIIGOZD~~XAvyjba&n&RD#@f=ydX^(IM9iksC=6+%#ob}*;n5}^V#^3KzljDu=2|6 zh|mDTY@lUhfMD$JGvny;R)Dl0BdG>tOEDqtV~XW&hGjM5*V&vuE`D)^u;Z>4k;;J$ z1t0#pnuDq@%M{2<+2b1AUI+EgR9vjN+om(tA}Q$#Nn1C~mgK>$f@3EcSkJ@T`tpiH zg$u|SZE{P}bkAG(v`(4Ff6twy|FopqU-CdVFoyoBtL2=>RA&e!4aKomwDdn$Y?s&$ z36@XsG0IzFc;Vw8V8iJ%2`)83V3}bY_y$J#V0BH{1(aDHCeXrCbt>(ZtSkslOrtGU8l9#;}TyxA8-clK@DjH-7Jry~tr+ldI)m z7_v`(Bteu&+NIkku9Gwvzn?%ACbxxW;c@j`;Ee1(@-QF4s1KSH*Cz<6quHbaCa0KJ;k-taRG3Kr; zZN=fSXEIv6jA#ztLytY56*~&@SAX1BlI6hsB|M=^f31e%+8)mH8|X6`K!EzykraS$ zMRZiiRKi50c6GNMP2KeADaK1cSLDM@GC_$mVMdBgv7XE}8%>yE9p|~*C$LOtHN{YK zRr7Xp0eRG%Swn!vbwOrYvj55ZL=+Z60DSy0;6sT-S%H##y}!4pcYbY5*(3^ zlcS9OTdY=tx&NyVNGDZ42BZF zM;HM^=M5e|vVJT?g(k!*sAAfQ(UH1q8iq4= zh|CbNJ`w{1Xk@AeeBZfquo*oAa zdZUu$FMWRPVxF^kVT_cMle9-LJPx;hSQqY8q5#q;qNbB}E+|%9Zha93Ke$Wa0v@+c z9sL-wG~40i&e?n@vbV4blyI8$Fs3FvHm#+lu!Qz2Y~V~b=W;zECbd>cm;K#AR<4c+ zCKTlcNYxisE{$F#Ms=8p1zA2G=leyu7(^XJ9VWNQ0LE9V)yw3TSPyR{B+tr^I-m|G zSeCQ+m~8Il8yBIx()(uk%5itOLmMed#sB%~`cH*=W9Rv=tWAU>iO7aCL|1aoJ%?*C zK^NlNe|g4SGjb2fw%nN;9sCtMC@`{%LSC4q!EQG-K3*-MNAZYuasnj+cD`)W5GtqA z0x9UEChz+<_!9>Cq>4`-NE2;utRkxTNdvy`iSIm zs)P+St`KStZXRq;^*8wXwnOIU=y`RJki@T4I6bTHpCyP1g0CA$e+CT$ikxKQUpZ_T z*octR_@kzR7su8g(%Y&nJupPZWYV2?86=m9!M>2wrPem@7zn+83rfgTa8CT3A$G^#ZDq%PDDkynz^^f zb5rnHDVY#EE1^J_f63rzv6ViBS6bQ^Hcf+1dvAyfYY7>6Jj=!l2&N6l!2wrTfYU)psHNS)7h0lWF?D zTasJDevey@-y5ETbZ?Ej5WBV;Yvd8X_4RyzgaoVU&@ zG`|c~+F+RiM49vgwIu_PxT=Ujt`Z%8Pg>b)dwvHyp(6%CdfI%FpTcdLll5ZsP4pQ$ zjq4%3#wy?HHRAv^Ky_CFEZ$^02o;rkgaj#%3sTIuNUkJ13a*c0@0NtZV}Bn%<)_}? z^Znj)KK&3V!~qy*h7Oq3=N5dFXxVjAuHLKkmeu|JnO7fLIt`iJUVYtuIGSKiAXR`W zfJNedP53(pJT`ymb?H7Z_dzR|3@xSDv&7g|O7=HzbTxN$_LB)-+$|(|TD<)PfE)$b zSsX?Hoc4tgf`117>roLaIEnC}d<(h)IaqR0L{03U1n3wugre!~KSPqrX~me%a(-CQ ze5JfLX}yfzTbS}@7qCQ~vQulr)i%?T1vH^{8`us~SCa4}?~2#phnY!Cja$7!Br=m+sTm{sKuq+4lE2hKMh<(@+I&TBNR;HigC!XjN;J#$hGl=2!33Rs@@0^)qCpTb zoySU@Ka?n}Fuvckkm1chgz&|MzAf@ZaP*{t^^*;TUaSxu%$#*zj*OjzV#}0rM8o@f zPy2@SDBunK9$_~HuS%%D>`7lK1th`9#UL{tm(K4O4h5ZGoiCp1+5y%zT1|H`#%pD}d_Z*QH@b4c)MW@jY_3(|)Q3L;}t-t<}`#a5e>%}g$FHM_lv_i= zK88J3jW|R$o%wE=@9n%l-i->7TYakk?qvAL*+T>%kqf}&l!1u6A%nn*a5lynhC2ze znQFGdaF4yr{7mBA8qlaz!6gQqz2M*U!hH`P;Mi7<#z0L2MiE_Knp;?(7cay0Qep*I ztlr1Q7Aeq&D#a4em{GDm2r3g`aTY-m@@E10<^AM`czuD&0emM+;SIy({y@|xHy7i78f@$ez;f8Df zF?$!?&|Ke|_jUUIJMsxk?nZA z<>5Gz$rD-UF5d3UP-kD~gCWhY_?y=1gMG`RQe#Cl6_5Wun5eoC37 z$W+n2m9R@Nsyw!e$Y1Povak*kWjvyJfTxScZFOkgAKDhJBE8sJPN^Isy$54eCjr58 z><9xAk7yJ)NPI*)8gZ+o+XHXNhprx`-{Fi(i!W!=ai<+6^xHizW6rXouRr~xmN-{78qc(BzmR`NVUo>?Y^jPC&*_U$lzh?PE+J zBGIaRZPp4Y)`){m4qFsHBV>Y{-K0RL+i5>8tAnaxMz)f(8v@!N(N=&qC&wNgUnZ;_ z7jA&-aM-|=h$Z9Rx)n0SBnOmgRD2J*m9!5CPSEWGZUu@hJom@-msfx*^YYAr<`&)H zpLVn}L4yo@uHPFBv7%s~$+pG9iElGHaE%!OMZw&KyFnF%f!l?2#%%p;{&0tkt3c8L zbJ*9V3;LWvhKdY+wXztK3l`StoqwH~X{j7VpnP0UTB&wi=|AOPR*xeiY#Ss@%ac;g ziKX#gjETB@Rv1OMz0IqA<8(L{gEaEu&B?@xJO z+2$*78BW#petl%ueb!i^HYJ(*-RdRI8wwjiJQRi zQwT~d2**Z{kvBVF2QDZwgZ?3WG$w*Tt3ow_WFx^$k4_N!BjKbeBzA4&+~ZLBA`y&;@2({RnaRGnfOosJ=bf=%8RROy7am?CF^h+4T=Q zJb=Ua!$ZUWQImym1&uly^<0$O%4lcps_@w9{&2Y`8YmCF^#YSl`D=gwN-bd+i!Si#Mu6yHr zOA!c-8E~(c{rq2yc&w)|Hki)W}5~2qDra*=k6T)tr3V|zxGm*f^k(VN0oK* zu7H3-s}Ju8i?WcIZwe}ifvkXL!LC3e?cpnYsGMNQGw|_Ufh+!{(D?~}kXY&Y)!Khl zwCsaH-+{QO(xwHsm#N^8YJy8m`vD_jLSxmp?gO9h;!*`^jZqw&r3i$^_tak{PjWvz zyCw|s#`F_>GPjIP^^PIR7QH-=xVez7{;!-|FZ_7lHMjrdw(@@1D<`nxCOx|4K9oB* zUTeS;VdhAOs+cj+L&L7W%7`|4rw$bECO&(j=5G9#5GQx|cK*neTxOuddaa;UueGvj z4>K)d%aV$<>cn9NN3R6bs{!`4`KkT)pa;Wz?+y}|M#@|8*I?2R8xH=(Fm8;%Rbv19 zJZfsPRED1MxBR&uW_#-WJ;B^fPqb~x5upRzLKBgchH?Y^F4f{?(RF}19fv$>q9RHtMqKX7ldi19P@ByvW_gB@V{py1pw zUediO-UCji?rmf=3Uwx4jt*+n6Ryr0p`8C-0nNZCHj;!(+u4W@Es1JLbDPZ)#>386 z*Nwr~x*Q^ie<kkEXrc-t7)in zsE@QK@aW5-)IXotvzqg^wMCELF8o>UFU4eLBjGdu{T8o7 zD71l%;dhvlq*1$t{D+;6tK00#zik7th(L9IusP`kJCYWL_n_lpRACO?YA`6MFzyh# zmix;bMG6cGTZ!mHqTeKd6pn$J)E{1uausM7{gFwm+)oZvJ{#b2Zza>$ep;OQPqCf` z$L!tu0;B$!;ym64v6cArQ=cu+e&_6cHUOrD=|w;cl&FshF^28%N96+6%9d89WE-vmQ{cvCWkj z#H2`(^FvPfV{jf`MFxZI7d$DV7=;2G5cxz8BI-G~7{6qYZoDx8vg^-^SgGDoY`Idc zvx8Z0B!N_u}qsa#pPM4 z5M~ky7&>sp_4~c!W5T#dHK=-Ie|f;h5Ueu_!AY0sa@;SjTb4JXs+ z2*xgI?4Hg4_qU2$JWnWlHS4NoSTv+}S0WoX|%x#X(ts{j9a z=Eji4&iq4DQ`Pf2;)18%YcSQ_X{vx+rbu9cKoY{HB`RTfFw6iha`^lvY}&_udBd8s ze|THz9wS4O=^z?MxzCX(>MOyYRV)5Sye1$#5D-xa;k!d+@UgqS-FTbtnl7d+FARuQ zoUK;|oI_thvs|hJ;^c-?^iX$Q_%y~~P&iJwF?Wbgn1dXL;u$t0rIIT*dzi?RB>k5^ z3htpXCrpXxe+rNBnQbP=|H|ihx9Y2H@Y;4uu&N`C<&dkXP-?FKThF|NK{sh1vh2^3 z3L3EK6HRAhftZ8Ty;-);z{O)WQanbT-rz$N85Jk8+G~Wm0cY*(`|6%6Eku4eIcBn|W(pbyh(IHXurM@KSc zyiDwPQ7#VoiU~;Nzlzgc$BA-YQVN5!b*H$j)bqN|V`k2DvwTs0A0Cshg%|oa62dLQ zCZh{a$hvcxlFwQwa*(#P{>>0S?zryWc)L}xl+splvH#onOvlIZ;BSj1nUP7hq>PL* z1r~nhcAp5c<8e+qbx3Ckm%B!56?9$o%g2==PL4Rbv^-9k^-x?IZ@6i z*Z6#*nhvdnUss`sF$8j$dpG;HWJ^XuvP9aNZVR7YM%N`tO$b^p=hGUKmdH*aZn@B0 z!qse^5G`?Hq(%~I?(Pd?B(WW;)`LgYit{z=zweB(74ENyv9O?QH%q_jUPTayhgnw7 zWvxZvz#=cE%k1oH;jyNLYUv-Vv|4r^5fh*QsN!qaf!$XGtz*=Zr{UEeaA2S$U<~L; zk|NGft(N1(4i*GKi3*8ib57Or3lFzeWkZGLY!L)4kE6g=;-prNKMIY0Ez1WRR*p2p z^lP^(FN%OuR-2-aNaavZttKW=b+l z0jzw3WJTfYJW`R@7+F0%#PuzX?QMvtTE1WuCXT58Ep|X~V%INa)KV(L{-8MQD0C4d zn(xBy`rx!vVyo$(3B=d>)(8EY9IgyMA@{E3e3MSl-&J|;tl`M^T5dyop+uHIKF@xT z*QEu-PbP_L53pH;m|yM*onXXy$n1#5$~oo8~uJ!hK`Fi*a%$2|UTOW#C(U#0h5yof6QA2Ki^gA*%^%Dqdxycn$pSgq!r z86~&d#V$|HW+HduCg0cB5^Du?QLJAdP??YsB8A}(ut@fbEpSEcwVRv6WoVU7yS=c% z=-2s1-D(E@I>FVuoRFS);Mwk5Fn9QF341ui1W3&nGBl50%>6*JiTOPa&_|D(m`TlxV z8vONmNB<{aB1rt)eiexdhI0$R7lEF;l|T#I%|-fd0t5NjbaoLe?0EWQoe+F5a)NxO z(VZu>R|VdUW7|2`QbfaZFCUM@GGygP3Iw|YLID79?X;E_8ZDN}a}ziq=gMKnR56O5_VjMO@&`cJsq4+VErAOEzu{*dDpd zn+Law+x`66J@?#asOS&&eWC1*7;&TUUw_1F>dfDEGxgCqzv|z*ZL^b2(AR80t(d=D zdpu1}UYi~Z?;sNdTJftSNqoL?rt zLm1yw62m~wuLA%1QX>$`_Isw9F2v&7Du~&+J(esYQzPcXR^#*A zsUZk2ppYO6{86>p)Y@aAGn0m1r}tzg(aG0`=<^Aaew~31%$L zS}2Y%l^Q`j?|H3~xOU0tLfv-|qOFn4ii9*Kr60ez3nD)eB~c^nT7nq}gnW(EIeeGS zkRJ-7Gajm{W&yQxo^~7<>!{X$PLbPz$P@ypyjo~)@RwM?h^!t(zQ~CLe}>NA!(A|K z6*T2Ipm6l|E8@J(1`r5kGV5%k3NOQ{m#>vN=2NI(Qn!6`Kct|M8T_8zcNrKO~6 zI?tA)A2mA|yZ>1=PrzVvA|j$c@F#ExzI#cH(n?iF$! z8?80W8rZ~0_hCAa??1mf1*Km1%7KBAr+4^rTV0NS_laf zTS~dEd%4+K6W?u@Wf9vEz8-`N=mU~>n7V`c`>b3c=O-rWI=#4jC+$^&b zW{8h3k^lhEU8PxRb2QaGL3^-I{~L_z6Zktf=)gYnw-JX25(aP!)Z}%E;h?FMQogcG%3NuMpD5Rf!9w%yS z98xMxhsPK8deCSW- zfu|O_4^(8IzA6nZ>Pv)boh|5QlYw9bx9ff%t^7=TXLx$qEUlIEcs|#n1|-Jsn$5YZ z!A?!c@t)!EZtE>Ejii|7Y(3CmD*N5)?X9rf?Uju2_m>imkbkTX(LzzGm~5muebYC`OACgHsX_+-`PJfLno0$ zC%_!L(jMP}AMeXH{f;FUv!^#ldP?C)^U92^7VC9+oo%df9hfSH`H5kRnnU_<{`Q9z zOHBlOrG^K6YudxZ%Ca#tC&7}B@Y1T?5>gsmj&YLS?@QgGB?@Z+q^>dLyuuQ(UNcRI zS~!eszYGW&EVshZI6Mb8EkKA2NUW$Sx5T0X2L6~Vr3Ixh`z#f3B@A`XVby!fa3WG$Sd)IYzPSgATYKAQJBfSs7bmW5&5VR9!~#4} zaHH43Sah0xZ&a>GowZe(MyH|iz(a9c0lQ1r?Gn3rA|sqC1C4;KLcG(W40-@zwEH+w z*%NURN}|XQUG{;ykUc?y!om_rPCl$1B`74YRT7CKc{Z>jD2_VlET00=uYIr(KWDl= z1eaFAPY#4Xk&vj60KiymBhihinhzNEg9iwdM-niU2dZj|5^XO&db#qQalk?b+RMF>jvgby8n3*Isy~aI6?Y z*Y|8j(t}1cDx8eN*m#5WG2(Vl%FK+G$&=@*xyD@zt;XeY-P_Eof%CSrc{1phC7st{ zNeM|j^i^W=^?bh^lII>nSveYU=Ttb z+Afn!Sw+7*?4@Em_vTxFqQ@#B>;_WoauS;;LY;NWZH!4X1u#87LEaP%LU1z!NT1*{ z2=6$gjI&%0d*V={$7SB%I34i|;58{CbZra4Z#~FsNa@`2x=b9jb(e9Dq?^oXTpJ@G z(r&*w*trhSLA_M7ZY+>QpejCK+@sR{A+cmAb6!cZP!D)R1~5QE_QF}$<|0t!|VPf-(gJ|C||uko_) z5nql;*=KfGb8Vo-q+m)c&<3UoM7eGksv2^0@Y@WFT5FH}mR@i;Sbq@^#Z6wpS^ zD52KEHU70z0|!c5wikKtL2ep5yOb|w16&cxFbyPix(E7z|C}k9m`!FN$Pk9It%Kv+ zG*BO+0raYARPO5_(MVm20F_7Tlqz%eNhsxZ=Zoozzu01-&f&LQw6^V)r>Gbfr-8K8 z%hsS3Q8k1Ygk5j&sQYTTK_STcX!^>k^(1^2`lM5}{kt4rvrG7RXx&CY!~3234kB(> zo#~+f7w1u2cuJ)VIo;P!QyM$wY}+!)R%W=_>3y}}13`dID{<9~#;$FpVGP+G%0<_% zw$R@nb-@rvgS(f7*oB*fGtw&RdfNTpGgpN_kpGNDq)8!9`R?X{v^G3dciQ|@ zRu+c+S)ige2{0!~&^A*4MV)vkSkSU`VYLj0!w2=BZA7;vcY~mZTonOMm@bqT%J=ET3%N3S) zUt^q{qXmCT#YEEv2yg#N-$MA&a6q@azxV%@qXl9jqB)8a3#UHaCs!%c#wWU|PGYdx zYR$?WPOm7|e*Bt$HvB2$-rKNF-X4a^iNd^S!nA13-92$V529nzSI`bGa?#zb#A;l|Pe;&m4}spMq5MgrHJIEFfqf zJ7cjJ&GJY#a7N4#oV5%U!mi91hzubg{km!$P%WN!x}Us=?>-*I7QU@q89V?#X$<1A z8X1TXK}N!CaJBr(dsRO`M>%ltnJs!vbpEp}KnmPl342QpYn^qIpu~W+qVTb?JDlwB ze-eK`>0t#>jG-R9>ubz+&un>ShotoV!xT-MHPwz9bE4?xi{*|Bj$}j&QPHt~wqc06 z6S4?_@(H;}+mQmyo6Myg+A2K#eGJ|AVEvKIY3-J!@F#<`yg*9ajxsU+t;b%{a7~B+ z{PE$zw*t2LJ8^Y&2g_sEE!Ic6ng*gunv#jZ% zBvrNgw#E{SB`SKS`|B-UMQ>*@E4sQpPAwvYN{eXSj5~$txbP9Oe#hB9$&itZg&mq6 zt;LLNFLl)&y47VRN;3aQX@W*>`vaYN`LqhM?uD!;vVE`k$=s$!xOHuCbp1eHh+9=-SYTRalDq=aZ(lj>* zGYq5^wqLsjI=={Ar^=%K@_t;cxRZTF9H34VJ0#D1p?LZ6r5ENF2vo0zc)q+h&fNZE zwMxT7BG=iQZYjjLp42l{&T}<+RBR;<(_(QbihWsRL4$mfBZ=@zi0+Xl@+8GjnZn!j zC_7r*NoQ@XOfD{T0?#{w5EB*cFKHA!YTW}OUpt7MCRBU(4(q_Zn2F#ipN=ch=Q(2! zWFVt{e#%%}3@n#Puj{y=wQA#*Mhie*H|MTuo8p9MN8bHUcjt@n5~|Uh zORv!+!Vq@|`k>eM*C(>+YGH31nl*M_X-t{7q9SDmJWp@$2NVuOf%a%obbhXd9FX50 zFkE;c*GP^5Yf30+u;w75;3PEv-(U%SzcGHOWKF2kQHBHEaq)v4?Hg=_+OsPVL%0`r z^9jkelsl=J@|+XCDRf+a{}CK_WeoRVgMDqPUJvw8gLe-bB4WshchD2HbfdC{{{<^KBzBHAQkB=W7rkPzX*@)qXOX??X) z>nid@4iY52)e>QW)`f=KLRFh`M?|Wm8N)ODMd?a|`VT6H0i;0pY%>!NuaQdr>Svp? z6ZIXzm4yTQ2ydx^u^6$>Xx-`e@QIPzW@_EW?ln4H^Bv-MqmZ#+3H^H@W%iMd4aFgt z%aQ;$vY1eaVHOyXwuFGf5USjgo-oKR&-oN_t|SeX<8=;HKHpIQj^M5yQ}xfu=Fgi4 z>COKdRuKPTCp?CZ!<*I;279AHpK*5@KL0&^1bXwXy?zQMGs-iOVN*nhbEATmA}fXi zXWtVNAfz$kk$kV^Xy%!{poI8r!}g?tBKagmY1}G?6LEA#uG3o>W_i0^4y>iQ$^K&R zg;8SUVW4!ZOZXC>NTCHs#@rPXs|}{^R~5j}kipoVRp@!Ox3fwP(tE(o!a1ZfDhz;kv$r6zE)?6rq}d*dTi#|N4p-nY^^q3 zopaeU0$rhM`1@XlH^o+tel5L8@?M9=91nT z6WiC}?e2UHwd~wKF5SM5ER3ZrXo85h^5R0u@qrq{%%Hnh4JgHBx*aVt$Pd@P;f#40l9hF&17v0d_+ zeo9G$0NIES78-Q5(G=D5Ab)@m^%KMyy;S>#KoRv$IELSEk*QU=fAU5&^v<|r+^Q_Q z-S_NCaYG&w6q+ER3gScpC{kw*CAbdeyhm@g$j)JIwf7a2`RUE*GWW~zNtx*LfNF!& zPcxzTsAk2Le{PE2J8EQ8-C-uc>a}cNE%+;+Kz{~V^fkbT?hB9lisRmS{osLceK?R? zg|Q6q|FQKBT!M8`lV;ksZB^Q~ZQHhO+eW2TY1_7K+nRj)n_e@$R{w`{&)GM2#1rC& z`V_*y!49cBs3vG1sx&jO_#idJI>(6Z*w9(@eSt9 zv>sWr`TkFOFsiBG32vOp9yV zQe}-wv)IC8fqdB*SYTv4_Kd5?=zODP^&QYO_G0ku(P)2=9PSh0{S2qUTTWzq(BpXT zKFmw)IW~{?;#hqsUQnlMUq-aQCzy?>w<_hppe%k{`%E5;L&dm|10YGEAToZIaCp~j zBU%qH!aX-^e$u)OE+wzx6b=R$OhrDJ76lFf{`?)YnFPMgF&^S=3`<1}%g%t~x*yW- z(VS$n#1&J8AQ<*U0SH5RT^4kSd}9K7P4B%~aA)84!9zpB z*Zt|xB`NRxN0~E513uf#v*!AYLm&EO@uhS<3h8LctU_p@(SS-0f2Y|d>jc}uzA#>1 z7%WIaO)@@Vd8yh-Gvp{^kA3C18MuVl=IrTB(ii+y?%hwcm8ypy+w!U?L^L*ymi4Lq~*cVB5yhH&# zR3UEiJ~FurF@5Dj5`Pq=c4~pb&G>P-a2B}j@bgW0JMt~f47|}ZyUV}zmCH4nO*Sgs zBo0&AR(N^0?k|zoYnCDE2Y;ErV-(n{bsxb7$QkU3BZFJB29Oo%`f@%3PHqEfSSnDB zd>rEC{`ed8mU2f7R&Zn9-rfJfRmCksQYND6j120@q_d?m6+VUcdkrEkpwat|>-og@ zVbwDgs5|y5zZnL~vYa)7t3?nn9SH&F9 zI!qS$#VhpuB9(OAwbheZC(P z9>jdVvKF;W@nEp)np4dJ?1>7l13{ss*@N{{SE{R{{))sVs;g*^_0vv8Niz)mf?vya z6tpQg3-L+LI4qv(?Pp+lWSq@y4`&lk?Ef)9f|VI2G0CoyOFR)|w}R#(`M06Mpi`Hi z9}R;4F^F*Nr2rI_<};CpR8=4$$Syl@y*nP#SYXdC7g88^h23HD^qSk~G}PZ*bnZ)| zAyocqdMiA3h)1tn^|Jia*oPW9ZI0FCl)O5kR3ami#pc%OaXi7Cn9{q;L^8zP6`(e{ z-gf%zi!5xAKd+7@2x&v1yd^h`?AQhrH27OGLPpyLT@d+rjD|r(tq@y-wisbtw&=-_ zBUENfBO0acPY;tQ3%JU13k(1+`or=C#4mvXCQBk{VVeN0B{D77OJ9ap5w#?N1E zmX}_x zz9WQ!1SwkpH(i*sSOYNytP;Q&1x(O=a|m0|KL$Ne*ql_=_zKn3nG^$HR-L}KP!QE1 z>Tkkac+ILjv>+c~!{-X0H;>YBhr~OXAVU-8JQ>siLr#IMcwg5=D*M+JPmurf9 z+usIFVp53edVJ4I_l)~Cm`*vKG9YEc7T-Yz4IcR`g?11bA+ULO4A;fleAA+f4C`F( zQGF_^BvZqzP}CTjh1^{GvAOSxBrl~@b2r>4z^)Zm4-^Ta1<*E?HJwjZ0LXTs=b@bC zeOmiAkGS7H_vsS|r*VZjS&trQ{Ql)6WRZWP`aNB&+$4zMoxSppV6Sh^KG!rq@y^13 z%}m)dS_bz9vcO?e%`0K<z)xIy*{c4z2@NHn8-ej;Pt^{v7{&%j`^{4?7Rl23xbY z2sp#!&!oPeeuwrdbZYicXn)7)@mTH9D26eblyQQjnK2c3T-KASB4(Cm*P*$!y=%sw zfbotC#Nu$w2mIEsldhAN!S675pS0zeh)wJtkU>F{L&ct5H+8F7v%E|*dcga-$_okg zKkE-mw=N5AA&f}_kxyML`D&`KFvDOFPSRi2y_MzusV#a2 z%!JXAQZS8~R89v6h-T-$@Z9M-umsFT<(Lb&sJoYgLO z5t}m=I|&M08eAw$6rm~uUXEHdAN@D(8$zo_0xdlCum+?pxRFdr0gRq?Gf@G_+fagx z`G&4$7d#sINOChVqCNPYNja^eyfqUappkrUSr*KWVHfR~AENa9^q5GV{V7n5C;{DH za9F9kr?bFE=A?7=^sraZFwk&l9d)}H!N0Tf^2qZ% z`B5dAK4L^Jt>Q$ytV{fz5}3%R5)e|VfEV}L!TZ{pgX@{2_et@a z(^Rdtvx#}DPR3ZdsD*9C8>`gD;RvqwEP`xkV_yGqO8<~wZm-o$^$A2dK#V;fPd$?BqJX^=K8EloqBKD z{tj4Abu#sTxV!%aim||Iwf?kfU2}Eb2tP;6QFCMUd?%W}J~$h^$&+T7Y#TUCG>i=Os^Z^~H z0EV`c3AGz20Gb)7A9(vkR%;KY=XJNYo}H56A-b;yXKR0zvYIfMD*oU-pz?JPp+(V_ z;&C_yt3_a@5A-;SXf6_u-iQ8Ws$z$XL>Dx*xHM2ATI6;^^eN{>+`TlpM-J!xb%J@~C1qUHOy$+aE> zedLpCs&mCjq7HPP`A3uR^Qtche8e-U99W?_O|%KFP#PtPU3pH<1#`8i65od3SIK7p zp+^_n{y6kK;LRJZkEmhN4BTHJ&e(| zr+Z~=P}nZ4jyB;5IT=efOei9#5le=D@RIH%HvGBa7*w(bjiP=cgT7oAl7@>%U^t3+ zL4f}9qjj7%3244B-Z#_9bo3hIajJ>NOQ+jWmlNC!AaD?6h`15qfI?xjo3?J>(lB6P;wJGL&DGgVU1A@j3GARs z@RNr^Y*|}=3JObHWr8p$Cgf*RFTr*>s_VB_Y6(wNd`Xdw)L+y4@{eL~JAx4`+bbyt)J)XY5Q!%{fH#&b5OWIf&NXE%RsA3)aA0eozDu;L@>pBt zksvC1fMsHk4^&jt+G($+!m*Ohq9)zV_5mNHagYF7{W~)hcQmJ(sIM` zSXVi*9c(mh2C7puiH1QUL*JyGpqf7Nzy{J6b=wFa#&t5}m2p+wr%PZ=Ck-#tWQdd$ zAcydBi&FM0Wr~r0ewnpu6*~Xhvo@O_z=!tpeJemk0BavQgt6;Rwuu@*0xsbJv;V0W zWcmuM4b&8!#b_z9H&1bhdP`*Z88QViv2)PbcF)|e5U{3S(Vj^9k)|GTyEO5ky7h8= z&E|%;(NG3)HigS z>JUY@lVxPb@5UzV#DdU48UUlGJhZF*iEWjzS98hLa+AxlmKC?B=3Z}m)?Gq!RQQ17 z9^I?~rGKN56Iik*^ySNnzl7V$qGj~N10CqJr@RNb3M47wY-IxFwf~1pFiZ|(+u3(v zvt^9&@5`T8b>Y`v@Xb1=E$A8&lC>;0+K9t9%YM02>81P>1DmV%$R#H6{K>S&A?d&2 zA@aF8NhV(?Q4j*(nldd!3~wAW!!tZH~ zTuO5wP>6+oHhZOL#eOp7B<>LOogt7G==AFfl?E`ym9QmDaZ}Opv}xDdDld4iul}Ir z6m6b+OEzXrQ+%6FUPo8wq6hn8PObX^IkPDQ$+Z-5q>xNVVc9}aHKHS^M+7`Re$Osh z$&u4XGGx{tA@B{`RxH?55auQCT#aLdUlDH=Cuo(SIW z&(dYNA-QM66D@z@%T_{l=lmREdD6#3aAE}WG#89PsUu_I84W42jm8pI#LGg)B8EtU zY{ZpGu#UwRT#>dC?n-cYdBst^I7Z_Is51N)XyTm;K)<5kCF}CXV&t$Q zbVVyv&M3xyFaIx;I7hH|)QCNOk>ZwGjR-i!J2~foo8@dwXd`YM&Xq+ z+6zppte5sbDNDx&Ra`AEOu@jqf4H3P| z9hp!z#KuOWh0#O+(xixLC8z~s9Rw6C`|CNXgFdykR zOU1CdX>d&R+-8}L(lspGCcW(@I~^&wKa+kk^S>ZS@_-i5qH=O*YnN6h>En4|?0p=a7$$`DHLL@m3nr``ZyTva!S83Va3yjy$6gFCcta5a+d z4Xcs+=nN*!Nvni5Ox8}14CO=YMA^z6-K;lGzsEdykeACfC2qRVd%;S#m}-{zB z>MnC${CnT551)rCHXy)g4PVmMV4<3P!D()`Z~UJ-{G!iV-xoEVWiv+8Xi%@G6;_}1 z!|W$-a;-2=ubYiW=@Vfy)q@ z6mhMSULLj{({^camDn1sC-#4EV8h%u&zE0pd&+V zPPQSnM~m^Jt;KLICgDV7mTpX(Ok4)L>3q9{f;l-!?to@|FVi#&S|ojv)W}MTeWjb% z$n3v=Ok;%LV{jZBh1jHwk25rwJtttK$l!^ysFlDohr0%0P#S-!%TorE4Eno6-IlU? zRzA(}P5xl*HZ07_sv;Qx<6{jpoHqtTh3wL6A`Ivk3R43^Kec1SGi1k06`Y?I%JQch zK#;JHP)*7QEQ&Jrl3)lD#_!_G24l2=!ztJ3D+hC|_EH_*V~sutN0O`4Y)~$Gvnz|> zRo4NQ9jd^HjAe004_ms(4Hzq5v}wS&%#4SYbDylnt@Dl-6U|S8Jvhs%i_1egao%4L z2V8{?u|;R|{`>8po9TMez97Y9ZK?788NV!YIX*QtouRhF40h-jlI{m6hny=C6QDL^>>y$4ybBv3{&dMX@O@OjVQ>vG=q~TSA=T z1!p1wL<dD>bulMjvm_<-qPmQr>tIN zhqx9_WN(z0DK*cVs%!U>P%wy5L=e$L;MsEEu| ztY1{N)7U|L`3J_p6m0K3=4&JfN>Q_e-gcc84eMyTBYf|}8{k6+ zJ1c-YVvRRE{U;_IeCpy6UlnIUmrm9-=79-;O3&%-V|yvX%u)h76;c=p#rW;tD%)FQ z`zYix?XO0_Xoyg+#^_fl6=i7nbjXzz9cq?MwMxzO!_hU!OSALu@0lM=+qQGt2;@?n z@z}@4@7C|f_e>|2BDiQMyS{|F-u#r^L2^N~zOu^SW#c~X!fWkJB_HCDm#f2}$^!|e z9zKv8%*eT%-c831ZzSr^{o^E_Ig1QG-yq-JSVY7JnXBej`B%kr7whx-{ZZ=A*UDM> zqHt;>9ISd(eObjDgw#(UZld7^>fyv3ZF3vTldnDc&1licnzBFUF@dEDdeG z=f!e+VR=vu7b*C50QAV;BZh6aUM!4R=*pY{KAQq?60eX_2e7wyX(k3lQ+52AeWo$e zOl^wC`D-?R`(tanZJf+{D)6twhvH1kp2$X@wCgBlbKJ?ltDl)|A8;ELlec|8YXOlu zR3|k0xx(;yR;oyjrg}u+z;LMWdJ&X_*LWuJco?X}Ab%S{E*U*DOWUoAkCo4B=j^ky z^7345WUKqd8>ieGkC~6i*cH6@@1>cVmg$a}UuNl(j@6CN^SW7{6Q0OBa3o0SwG1&7 za;rjPRePa`7J8Ep8UvP7=Rp$}fr6A@5{6(}G@Jy`OCkbx5FmL#YN573N4q5HXXl=B zX#6Wk2(mH>6q5y`wE91{v4KiFyjJggG0I+1Wm1?}61F-Nz1=zLP1S#7DFuuC2*3wB zx6`4!dkaZmrLIa>%#y@M8ji!D3V|&T;tVJ?V2NDtLZ2V851&Nb;{G=sN!m1C zoxsaaW3!hF|6p*8ih?Bx`O%pKikjU?@#UHNI}G3H2*vh%!4n(#Eg>m3(G@9`MdRpy z#!6AfjJR{S3)h@5kZ1EX@CNzG`1_nRraK}~?alv5Cr1&)WhE)hf;`}XIj zA!2N<6||!anvjI5ik8btY_CNSrB;=^Qf z;oY7C=NITYdOVrBoF2!J-D;5VjqG{bw~v5nIp>SS;}>qVE3QaCTkd?Co>R~$;iPpiiwxU?IQ&QXRQ)h)BcfJ+X?&`*-lX$((htcb4 zNzJQpiF0~uLpfK6d^f3SY0zv=0~gy6nh|i|n^+Ij7d5HCb0?a%q$9d0~MY z0O0j$MX$E>4hD}Wn0&$bp8p(PlVp1!zl+9EA>6SdC_<$ACC}$s0}}XPy98daJ1nxrK$E1ylKL; z0zGEQNmtH}XQTy<7sWx7igC&vkVS_Xj1da#IZ|p(gz@U}+~qDpaaEiEDoClH0i!Nf zxO%hx-$wRwH4lbtp3D3A7WG)4G&E`(kbJ^*scO7EZ)LTFMA7@ahzZ|ggSJoVV?9Ew zh2VvqPpNu(5FkvzSWvNQDE);xR92M4zy%9BsaJQp%ANrh3kX18t)FH}ox%`v3(Srt z$_E(A_v=)Gw+>?IXKG6e$h^kW@(f6h=X<$Ej!W(`2UZ_(OxJrBxRnjixD%+z8Ml7Y z7)}OrFic!QuvjQa45}8)d}GJS%=Q5PW2ddu0W8fGyzyDY7$IMij+Mx zG5>N^;a{$C?*WuY8NvdaF+_4)T5FE|0AR+m()tG&u@r|YTNHT) z02u1yF>kX{gewYLxAt|JDmBF3-j#QAKh-MD+PjsxbQRmT_f~zvSwk7Tg7!=0-{bd} zUBfQZtH0oxc;=q@X9244-qY_ZkI9tZJ(;DGm#%^9_vuYCHiiIBHA|6WI!J(?`b#s# zoSApD`O=xDa(&h2wA`^kvXLM#kSEfc_hg1n)SLmqS>DxuagXXXv<&2_o)JpY`zm+w zdm@jLyzmfh9&|S%&LLj0km;xDH8ojH&_vB&PS3`!6GbVGKiop=* zJX)`z?Cezq274lsyuRL+(H4R9!X$$jp;Eykqv6w@DRr2Rv-svVov?YO&V|tblU(kH z1NKmQuy#eaAX%6G%}=@`RhXn9w&rB zZB!3Wp5(!AJ!W5k0*vY)MPUoH>qb>L@OOVnitk|V5y<0bUuYq{zFx;gjF#x#adER3 zLI6>sNU)OhI~b6jr>{I!kUaQev^P9|aOlnmEEie1FX>xO-!rg?Bsm0DkUkp-5(y6}xR$~f`{F{X+cxL)?*8F8`{nm{ z-mP0Dxao}h)nqrCbAA)oFeDNaksZ=)rVlYhOL?zs+@64^+~fi7rg&b>H%EL^z2o?ycTQuNKE2-!5nYFjcHmeLMo zzfZpo9-DR2m!cj9FajqAl>SXVAb3H)o^_G#QZZ9uY)KKN92%G;J4jD%;8HLckV=?c zf-JTEQz)V4bT3%OixqUW{An5eAdH7&5(@WgFoWFj-(Q2YcHu4egP5jac+-S|`c0`2 z#jZ?m)p#7CLrjdQ-dH)9Bi?ObaPOG=!{7njn&s4Ub8MBj*_i;`|7rGm=hv}}HC`QWE&h8^!F(4oflOd886;*_f z%u!Nf)P!eKC?3wCI{|7b$8|9}pIJ02iFIG84an!>c$$dECp_|7-^EdFiXd`?zc;8Q z>d4Y&C@l8#BL;*HSd``*le(cZ>*(Y;lq_+wtDFdp+$I%a_fCqQGd}jZyB;*C7&T2j z>TT$q0LHyMUvFHjxGQ;n^oDn^%R_2jRFB^~PyRzq< z+AcRzL1vjGyqj?%tu_mlQ0=Pt?r23%?MhpPW*(lpTX@k+)2=oUYIXao%)QQLI2QAn zbfW!HX^hlyFf3a!cl`%0ECK48C!|lz_jUlK^vVSB+6#6rx{m#Zm&9B1}QPM^6??PN zq7gATR&$C9n8Cq?hzJ^?1%iDFC`07_KXhEh!1q|*C*;1H?`_URny#@o9`_1=Vy-Lbhe=EVhg?cWf@iYcme%?r@zYVr!C@xA zxSAT*V0lUlu(ZBFiW%%)_4_iBsO=IoC;mWK@)k3CBC5nq$G%A%JpD9c*+Tk!A;V-$ zD>MORYL`Pm5r$=KzmgKqs8ZrhCXb3sR$w+b=Z3)G@Oems<(V@g66Z?p_TbY-fMe%@ zTv%VZiuK6zuCkZ@t)bd7gu+Exhxe=_OZxb~eDoSl2-FObg#7a&Q7|p~y9js_2>fwl zgZFrNs7r!j3zRX351mvLn-gIU;!jjBJ`dMf^cMY-9!z$c-b&fCZnir#e&R}VO%VEQ z7ux^S!+?T#f#F-MaL;j!AWqax`-`r%@Vk!O`p~X)8V#sNto<>`S&>NGA7NjYTq0$y z>5GJ7F>`twjaE;Gl4`O#=aLPEI1q;Gmo?lUEt_s18kQx@gaWu@1xIcoe5A6<7TA~( z=(V10F~5gzb)!68@>aTL9(k{3%x?fAwA~BlIo;g{&L?f;mK4Ha#r>;cg9dqh-?72S ze!uXYkLhhAQyk~K(4gDgpC9_-P z=_?A$zEtA0{nEJve1s?D#5T2g{MACVdYr;kVW1n1q06$R#T1nCG7E$#?35S~NRD!m zOd_Ks;CjM)u(4SE-i$OB?y7yNaXaOQtkPU<*(Xd%ALVf%r@6l(Y_#oTL&Y17wqNKk zdd&uy12I6184@&JPA;G+pU#(VFFjebYIIMWaxdRoJ>0t!Z;}N%yF5F8x;KXBQ$AFO zPk4@B@~KsEwmLp7gYnyl@4 zel3grv#WW!+1XJWWFV+WugoZ_|68P5nwMlz;|EW-Y_)9r--zEX*whc6}!P8lctuQLtsR~;}w2iD}Ev1p`|UqZJuod4Y-!2i?J7u+A|7Aq2+S9 zk;b92n3_&j?c47sBetSdcn-ZI0Rsf9tM9sZ!%4kh#lawuUW34b0>bY8Z!LZwE&gwP zKQBS&ER{y3cwX1hPL=WbKkwg#&NGR35vmBnLoul{!QwFF*_?BMus|>^bgfOai@*=I zXCKEZ6ER=QJFYkj?xS^57jp3^BD8r~vQdpZo-G&2O0svXHEcxxc}-i$I@38k?u|G4 zbXAb+EL7{eRF|QM>!yo(AVQR|aeDP!&j@V{q$AYrnf|0A-gV1NBb`+pdEu;SHp z`l#6W6282uw9ETGcK#ADn>E-6p_38E%-Cm62GKe7Oe4Qz7Ty$TfBqtksL(P7(ZbOV>Cz~e9T zqW-+h=nD{PNd=Ld?T8Y!$v+!I7%Z?j0_EJh+4%O0qcqET{tsM7%bjvACFxLMMI#>> zUYM%n+`kmF7tu185e*9(E6`iGD2jSp*@zxPa>G2m4No*Tt;D4?4022@IMBmT>pQ%_{AhAZ6OFf zfUHXW{Z&hq9!ooy^wn)|J9zhp){rd2?b#2b1r6rX8BjFSLZ!k!0_$Hk#z=c^)sFB~ zFm204^`M_qF+M?(5!~j+JT=+de1!fhOAZs>okUUP%*oyU8zz&>ApjxyGsk;(0%_#c zCg)N_Qrf7|88nCg5^^3wY9x#Xv-KJIbgXVL+$RTuQ>mkKAorP~E*4{4QgB(C)~zjH zPGdeU6O|P}%Pe^$frecAUgm0*Iy?AJ+w#eglyYDA4&q05I84S>LG z0m2v_#6X+i$SQ^W3&QL>V&Z5s<=+2I6D_^%UAkXNps8 z?T+{DHD7m%Kx+!$F{EICOIyZxTtOtw^nLPU2Aq_e%nmXp+<+q+=HUvA}_l9~G`kAcLR;0a0<68^oY=^#v znMu(BhxuW4ISc{ff^ofEv$;AJb=QavUW&e|-X?LGgq&-Ou87j`H!t!lX@4n;Q%`m* zUaU<2pE`0Dpf~ZZ7EhLuHWf-HrVs$RzCPGpAU^!{Ihg9|g$xftI9Un=gUoEYP(~ul z)KZ9y1X&2$P+^j+=;1^JRv#}CY`@+w1{PGtkE&#U6zTUG=7;b`ao>;#wAJk7kmBcX z5GB=2cbCGpeJC=8NQ!S zr-M9dH{WV|yMGOI;T9TKs#e>cQu-ELuivSkpm&}Juj0^mkF0}ordP1PUb7h`4Vb_jx~WdA~>ehwxAI zisfdAn09FjOQjCU3mbDwF2O${eC#}PpZQ>kSV7fuV|Kli$C|2X5O?;7`FAQyN^xM#bcNkO2ZZF(ueLjg6aZ zi)Np%;!6gHJ3p>>GW4F+N+7+SWG*nwXxs*L@nE5Jjv&6LV6mXDdY?mjp9_3nNxl<= zF!gK3ueTVitUxo^jH!9Sm7wHlfx^5i9RD<7X!Z<#g>?xXTW6BgBIP|IOgTazztM%f zR(QwZ+N00jMB zu8?@9B}Gtdg@l{eJvZJ?r==WSz_Q_kG&66H@eL&c!Xz9F2tXk-f?!||p-`L}f+YJA zWpKW|fIfto5LLs8$;0*CkRV9q1n)we%BSgHu8Klg9nq|r@B2cYW@pFjFO5Kz=+&*e z=V5WJ6px}!x8uHvdS^!u=KK|bO8*gDW?)_&qyZ-K8mcrpbv|=-eq6dpJYj1U9N&AE zaj+UYic5HFGH}sdctwSvK*~ik`(HSCnJD@4oW8)K=(1j0iU7@(;yS3{XZo8wA`yuO zIAD;v&H$|93LT?PCbJ}(So)J9KyNsI5m&zhR>LjLcH8Ot`q_8_iZH3Kg6~ zvVSew6E8ks!$kpUBDo(o@1d$nNEkCD6>M^cO(;yBeGUmQVaYGQNN!l&oU~}><|%rO z`?zH45A8;G^q4hxiapTXKvC%)bEJZox$< zw(uZQNzL5Jb8Uw=iTz@f)r4Is{;bFP(nj@~&TTxV0s?19jJIpR`){F&(nSgFpEf?s zU^bX8!a=Uooq!l*-P{jH3OuE?mucRCg$CF-8eft@U+52pfE}n(W;|a2UFuP;zdNS( z0#X(P98@wBfob0n9xE-bIxVm5z}I*$+OrEUvlSn`ay4FxeC0?p=6C0hPK>`73F;p6 z|8bE7Y5!z`Ox**)+!f4jHBw}hU+unnMq{oGH1^XXm%J@r{z+FLsi9}dl0%fqJa$$Q zh7*QNVysV88e%;xLM93-EjSbsT$FKnsO9>x(J^?DJQcYwyo##G6Pt{_VK+Y_P#A=b znvgFzj*?t%`!+s5(!0ZsxeY1DeYj^KWsTaQ zdUJK`x-)CK08hR&@ybrAAhv1>(~OL*XtiR|8-)7tyR$fzqH6;YG{_~GQdIjSn*|j` z@_=ft4k4bNaSfj$Sa~dTxGRMtSVxi6pfpG4HAwDVm6S(p`8?qJHd+#G9&PxU0Dfh- z0QL+g2is`*HJOOO&4D*^(Q^9F59-U3ihRzTB$6SpM|3GT!(?M1pS|lKVdI4x{ zt~r7ZzoS!$RP<_tW*8%hfWkyvsYHu#ZEqz2)UNVhDzY1mE(lHMdHLdSxo)UCI)iB{ zCQu0KH&pBk>C+nrfWc?@y`}lRP3V2kFWfKp;HZOcWba-n@Wg-zhjZrU^ORC0!XtSW zK3bZIVegfOJk(1xk|V|HrrxXgp0&0X-5)iYT}@t_9hB zlrDGGZMy01h>>%Tm$>JHO6)7XxXSXr8Fyqa79bB9akee*q0Ohql~rD>GQL!GlULu6 zn|gN5SE_ZXHGyEXc;EzAB^d+kQV^Euh!UUD;`)$GY=zS}r2n8_UfFvH?w}1a% zf=Y|rRC{4x5Cpi36T99afw-%N_E0L`-YC+)G&bPXA|P@}_Rh}JYQY4Wu2R)_{krfC zy{o$vBWrhvy!Rma5xgg+-m1p$cBQvlVY zbi8ZU>h?1MeLocwhwOX`z z-YYz==Zzh{Oi=2DV@t?c$nLd$uZ6Cy={&FY+5`2HnN2@E17V>oAKDQzw2=(J*s)4c zB28Xc5KBP^Zu5KkSz?1Mho|L9C(+!k(|XRtYv;Si?&6=rf$J!57lv?S= zoT4KU*AynxDSgB>^m~#-uwqRAPVdb4J~CW{@hqE~i9pCXsII;IcA&L%TOHR@y3ii6 z>P&kxd90A)4;N~$$eJtPrt*sitd?SL*A}L23s}E56slL&U* z^b5rpR(~P&JrIs`I*PvNZtL^=R{CbS9)IJH+fi3Y@zg)Q*SYJ`C;|!fkx}1>s2%jt z1kn1`WV$P&iKZ=rCbn(6?%Z6k4ga|{qp0k3^A@XO&j~&%oXU~vUDmtTFI}{WMcHcg zs;bZ|byu0ziXtZb%>~Eh$m`PIK-~wK0F)UZngGG8lNMJZD|(#yzMQGJwj2s0N*pnI z+8c#@7dn~N)vsB*n_K3VK(QM=W$Kp|KqMis5P-Su&4(mNK4EbF+?OV#0Hf+%=u0k? z2P`l?S;6bd+0pylM~{y>$>5LumI$Gsv#CHM%uIn4j(DW+{Pb+gbNtfovDYBM?qJ%^ zP6%za7?R<{Q}7okgi^314KxAe^eT`PqHZeQ$8@vi){Vl*hy_E0yaW|0ws}>*R8NR- zks!`sj-5Bo6+(;G`s1FXon*ot2*|Bv4&rZYtBfcz=br)$)cP~hW z9zkQUq#gOwZM!^cdGk;Kw<6|)4J_#Dj0vBo;o?fCGOqYdbv4yysG*}@pMlk>l~hKK z9a|#}Q5X)}BH{{#vcD?MAl&Iyi57R*LXn@d0)m|FzFCPI?4Oqaonf>26VdLR#axcI z2k-l~*qf^V3Fo!vYYp>GQdC|vVHf(#vIjlzB)0v%dQI>bc|o#^dB~!WU}iK_3bdXY`a7iBd*k6M#oU6Ggi4nB zXz1PbCM%{O_K-ZZ`BrGNdkYQNzM0rHOf@Q#%>c_$`bd{x>-GBbt3Oz!88~rSzS-z@ zcY~aUglWzIzF-3}X|>)*)HSF`pSn(D$bz_{Kom|{n>O^$uXXA zYDGp$cU(I^(?XSa72Wt0OvYRBEzhVoKDT3j#4Ia4OP6bt|L>kx1|Fvv9M18}3XLfz zBbKTBh(fkO_W`DQY;&NIl@esY9Z8xDf}thTV5<0dO1OZ+R9&fhO$l!c$I=s(ajYy# z19eh`K8e0}u}WE_Fa6_cKTihVy4~q0$M3(Ue$y}jRfKuRT^6Y{S@8~40f;G}keghbo51_u1o5;n zyV@-PYlPj<_Osj;4*;YNQ8pi`_@N4+fJJr&y)>RLBzI)+-_9wtiX6?be(RA8bQ-*R z#7Zcg!NiD+=U{Kyv5|-Vb@YApIn!;Vqx$!8&+zRb;*7M>xvRTMIKl-I+KCKF%1C=* zxMZ=xs&NIe6zu2Ed?HyfUKD+;t96h@%|(!9L{-dn3K{bWMkz4i!cphU>49MY|2(Zz z$Hyc#-ZRzbcuy&{@)ej2T>NYG4!0|_ZuZ;BiA`*E0Lhun-8b#6#n6Jyj^ ztkXyp`V@zNd7XSr*wS5dUYg++VHl1fd_ zGy$OXi)AOi0I^7DU55l(=((VJ8wxpXXq||2r}K)A+Zp{LLnIX5a6THwXSV4-#OSr4 zSq+O!ZF=P2en7^vB}<7m-@ok}=%V0Y*6#c&L*@94QeI8?JKgSh#}&&nH!m5BBTO*v zWv0qU@fa705My62J2zx;9!lT`S|ZZJlX;VBY0uf?K^3)F72YASYYGD#DSACtKJhpo zQ$`2z`=@jze^?i-Mr8TW9Q#$uv9OBMg>s@>n27fL52`2Zme%Gu0h^t76!SXER=Lj{ zZZf_2X!1&^n)g_cb?AKPl}ZVj1GsC)2YOpTIFBZ8ndoV23c-V=-z}j3O3(pS_tQAtHT0dM}nPkwXkX#O5In3SWgr-U}d?s&;C3>08u(2e)+B5L-(W-&YGy2Ixx| zbKZ|CkqZKWyfZ8^`I1rPL4B;U^ZXcncjltYQFvVQ-WCCy=PEvqhwy~kpmS>V^=~G5W)kXwZVy6))0k!OKj;Z z&|S2JDFRusCJqF}S$T9vulgV%iHPe0`FYxD6Oo*+DVjD5DBSOvhQL;k)*VnLenKeh zScB7B}F9wpSkA&z< z%W|{XIgegWOo@9mZm}=wR*eBSw_Q*^#)rfVXOUv zAY&ysSzHzVnu&8-QfVq%2sf+6o^g?aT+aO)4$08fw)4?9kGx70VT8C$bw&b zGG3Zar>{c|Nw-Jk$UUp_9pA58#O?yVxB%F{FM*I53q2gEOgY~k_hmmoseBnkabmm} z^_R5@w0bWs>PE7ofY=3)R1RfGA$z2YO3R9MuW zI-I*y3L!|Xop$F8pHp{FV(l%Sd2NH}v#eo;X{d}W;sT>ay;~33NsUyZJ^oOvktbM& z!VM-U9(b-DxuZbM6rZ;FWse?sawf9JuhMI!1D5(iWy!*p&0VYfr{-aX_oa%;L8QWe z5F}A$1~kltj4UUWFQ5S3w4`ygsO+T?q&)0Dw$>xNs>-yij2{xPEp`2%5e3`0LW|ztH>Xp%m z^)JxJuO9D&rwAT4m`w!;B zGk2}keXZ^zV8ZoYZ_&Y1E6QqS#{Ur>!8bj%wy&%12H3^ve-j795;GRd2{=ZxtR%VK zGr1L#DN^B79O@2v#a~JkKQ5;0##SVdfRPQXtA-c>$jB0%VsQgR)Y^^LtD8O@I*u(r z*Um>GtGkW&@NBSRF;HW|eWLHpP6rK3%d=~;-Om&n9TSnM;w5Pezf5O3FO0b{XcNK) z;xLVHgt$xgqQygzIR`y_^SjGg1{BH8YmC==zxVH)Rt2HRNYYYeNlVyg(A8kvqg4Ki zaMDSC?8*G@QI(i9L3i)JFgNkyW>tLvzdbbPY7P+Q^flNXRRWH02R4fj5zqSRJvSQg z+4e-kmdI!H^(RN&RQWH%BNuAXP`Nek5j^hux+$wk%WE=o*~Qd{tLiG`P-(Rm%a-|zOLS%iBIc_9r#XFD@%St}aL zzbZYgQdL*z%;SW591}_U3}oHN6Z(uKwp4(@v{xa}SYAsPWkI6cBJ=w^y^=q>Xkekg z<7hPDR9-4q^L>bs1XQ;)--dAa;>>;b;8F_^TRM+?wEF1{_r0M?fsY*tLd>|N&t;0bifv>mwhWBbC z9E;PPR@eOia23`Eed)rSCp}>!o zl7m*-e$f*d80)&N5)JYO4e1brvZJ7bb3TjnsDR6_2Q(wpcU8bd>u1}(FwljHE=NAr zw#B1KRVa`X6E!>plk)z^0zTf<1R$JJdiG9{CbsE<48F+|E9wBTgG{StH1SY_T+Wiy ziKn$Ij5RqT7Km(6_^7Rgl;bg7Ne?zW)ulHZ_IzRwMrIyNIlVmr4o3{;jc~&86fx%! zNca#9k@1<$zkWhU*xF7Wu3|QN)l4Qe<9D6S|AOdY_wMw30{b@2=uh1ho#2Up=H?Yl zyQqO@fTh*+j`*Cb^*qqi3`?qWr<|kxooYZHzVgy)lGC{d3Yk0u9|$p}snP7^mz@w%;88*ElT` zxPV{m-dS3k6*elsLJu*SWwhuR;3J#pkUuYx<-}GG{TM{Wah0?>ws@}Se|*yk@#z)B+tV$~ zIb3VEt!%e2s}H=_o#y!$gMG3;M%8N*XE`Bc`dG6sc$m_i9CB3Ry*c=U`)mc6ijh?2 z;1j20mfk}_E}9zHlfZ5Tg@Cki_hr6+iv>G)h_$6IRFwK zJW6Mw5O#SZ^*)Yo1AH$Lii03e6EfaRr5%y&VoK04P*H|5$@EdL^4J>2ab0pKr}hkC zdUB=F!FF=-_uW^kLC8~##SW)FLq6pTjx`It5p{;C8~K&S~nSpyNg->jo<{gY$y;YZf`NtYn~CTr8Y$g*gr^F44AG`L}N> zAJfU3_HFg|guD>xt%a85})T`|1+ zkg8}$D6A}6xVFBllmu3QbMbdaaCbA!o@Cc{oANw@REn<=6)>;X@`T| zYL4tca4l-!FvU_tXqFjHbHzq+O=l4e4^~`| z)b}VggculYacY4*#1}TTsA0dDg}Eu=>c1Ojw&9(=(lZ~<^e#>8A@?lQmP~dp+X*Ke z`Cen+jwVCESu!?jzYL3_PF*=XEC(BpM#wpir6MwT`D!5*Hm6tmu+8RD;{$T;eC>sm z&x;V50&{;Pls{sj2;1TzB%-OdI;{Je_Z6cFLy}8))dOk#62jqN{jOs1zR!}HiGb9j zRZkvp#XY6PW#}9SAs?)Dc`yFNN9QuU;+@I!&M4Isd^eN-hrAeS|NqO2s5Snf zp|{>$XJ$Z0No@KMtBMqP7nuSU#}hB;1;3iob$ReYHMLYRwV_L~8MA{ii&z>?D8)(L z69x-7LAt+PattK`E>hm5(hax1+InybP{v;^28|iQ*SQW` zo-H=-$L2M2{NKDfa(_4K4}Hg5u$gYvo?f{)(@ymr>aK0tzM0L)RuVPZ{Z|ZNK`!uh zT;K+U%Jc*bZ(l%-N{1r>@~}#ZMK*2~6V!Nq@D!gyWD(UKd=@roVE9!_{(NG zho&QK1bPDM%je-BoS1+mLr|ROhg2X+e5CHm<0twg}2Dt{xwiM#%%%? zAjTcZ98LK6!jRli0z5`YP!wx8bW6`19I~2o1%<+r-kZ@;^L35jADxJ}gsL3WF|U&o*jGkNj~_z8&Im{Q3w4aE7T zWQHy3w5+F`0tNY`0hD8Xg+(D912XH7bf%Gdrl?q2K+a_B`i%KgDEHP;r+T}H;(%LB z_~}jRaMJ!!$I&zfZZ)HE%J;|VDc*F~ub@o%=kl{3dW#x;lOndMzo>X%g(}4afjPr@ zoVH!A0K2VxB9^VMj12OP$pn2p7U!_E^aunQxoKK|sB zn5BM$?pAbS;5slaccvcDG%EoG*)K6;G#5C+F$vX+&E)`m-@zMC<#S$(JpA$6IakZ~ zIxs_1GU_dVzKv42Nm!J}p24(N7ALJzLtB!_A#3+KngAUbBR~;engqZSU0Lf@lBVN!w%|KXJsg&N+o77EzF!*#f$8y z3(vw;n7Bq|+neBsQLT2@{{owNS3P(i2Ib!(8|tSCc?y4!2^4=D32k+Op&T-1n)Uo& zy3PqbI~xwo%+Sf7aR+0JiqW9q6UYK(j`P<@xg~ZMR3a?XpHDLyY!Hgfl2Effy%!sT z)tiURvuTP)z0ufl2YJs%JI6~eCDsA@An^e5eD77nRcgEJi@tWeZ}x`pIYvEe*;@mc zO3AYnfeJxr6uAkoBtVmZkWT|B1&n{TENcs@pxLzG<;3u2g3x@9`^b#Mk;S>>&zek( zl2uO$3B3X|2gwsZDcf?g{Az36YTNt(OkL8L##aWbQJ2#7NPLC~a``^nZ{K6$>-N9t zv;_N19#eHT9V^jk_M;&?1|znZ7Xp}#grAqEn?PvWGG39S0hVC5dbHE3DXpj}UUu3` zz+(A0pNYnvFHuLQEM-npRk|!iRz2FoiDvhSVg${0^^>r|1hWkg(zya#|jKmsb6 zRPwZ`11i*JcnUO0XwXK>(wQfbBh2WjMD>#c)*h#(1nM0NuYWRhw>iAFFP~aycBoHR z`^C}rXMDuI@%#ZBNbvwJOGAPBI=vnjzM5-iRXsiZwBB?I;uu(2lDK%)t99oG0B+6J zqK9GqpqW+4Q#<-0CjeC`Gz%=+sHX{P6q?*6$J~?tForNu^^wRGu&2FP0tYP}aO`8v zkM@_sP?D63i&X#Cim-CM$bHZjz7?{fV1+j}h>EWF5_Zn5)ttQ{%~F3e3qozeaSnoZ zpdG~c_(@O`&WurS)&bH+1J=IqDMh#$MyKfYBPxJCm9-uj|1DgNKQ4h3+WKg5JiAI> z;w)lhW}bvp^y)P9Z!^V#z)8BP2U)kiUU8a)Q6NJBJW+Ij^XeFeDZD^bP!z5hMt#0C z7)=IJjzkmKQ8&8F)@`MbYeJ1nYUCJ7gu*_iLk-kR$Y5uOP zb$XdK+{x}?m-%9c4RryQ>mwO}F!b#QMFZjKV-AF2^Jk#dPlDJchi=gQn0z5>62WsWJ5*CDHMO9$|d z*0(t-C3cFyPmU?*;ZSOAUyO_{Twwg_nlt5S{rQSDK{?x0OhMZEl+teODfCfhVxGus zeP5_5dbcuI5(m&XuJVda9BTY4>#8%X|9AN3kw*9Jy{+XPk-q^^*UGz?7@d~9{EE~X zv@{-|-@!=woiWpyQU0gOCThaE#AuE$%4sGkDH@lF9n~@szGp47?$e+;14#mF1T=Bv zS5e`*-@f84n^}H^hQtaZ4PVBwCiu_2YL|ZYOZvcICAq;MyV7GUAJKwkvIC&)Jm*)Q zw>MODB|qtLTwH#Qe|DwmvXOzp#^eJ)GW_tHK^s8JHU zuZAGBGCCTTLq5ZvB#oNR-VSZL*dG~IeBpXyz3DF{Ht5==e!~kK*1P~(wZ4JO#+Ce^ z)K2v_0+Li%qvw+Q9Jd{J8fNzl(;S)FQJ@I9QQ;Syr=J-wLGmGnO?+-V)U@nwc^yZV@z7Ag*62rc?Yz(5VsZG)BQ z9?vnse~l3!mq)Gh;6FzmgKwEJl>Y2Yg$9F5_~^FH3;(E_1-Nwi^W8`GhFltNO^CG{ zJqZ7d4)3=MLj-dx7)T-wS&s*>mFD#$Low(Bc*A3_!eoYEAXU5lKvpyLnFj0qCApxY zdi+7S$x=Rl9or)xc~~Nvs3;B68s9-&6K5MjiPAVM>$m_+>1LdIT4fNWg^XHIY{5F9 z*uCM2uxz&UaTxzd4`$F{}HeR`Cf;KsYk9 zUd_-zLv)#^cvugoDEqPF66?iJN)mU>KDi6LI9s6N-6m!>^HdQG&C*IJAdXR0mXfzd zlf8nc#FW3Hh8e*A=P6yoPdTreH;tw9<*!S0EpaBbQzB_cm07uyY@8nmKEXPEQvMQnz&RZ0xZyuoTCw75lIX)mkb16p5e(mk@R@=Kn#w)C-f>c zdjB6r;8=zDd+TY@3`Y?iNXp8fQCi~YrIsH4*YKYVmPLsJT!Ai{Aifo%gA9Hq*WkWU-DK4-Y2syd6Ywoy2{OuFFHf7FW6H zaGVqg@uCDf?fO z4z$%~Azl;KURB&FYbj9VCDNV<8pUJSzj4QHiiT{-_5R?=0B@DW!ua2$K4;B~E4OcO zH>udV+rbE*8kAL|hg^v~t@6{*Gb9-&BJz)fkFKyd8Vwf0rK*_j{cF>`;A30Y-HGbc zrWm?MIGtA|nn#R5E0{)f-~LqcADe<@3I!n19!!dbO{6nV9l3`75}fx0 zJ$rg0MLY6LlQhBZ1?m4Hq}l7Qfa8^YaIob4@9D_)8&zcx#T;cnf}d&LF-*C<#)Iq8 z<3vconrK{Nk0HcSNb@#VWW0oooU;IQR%lo^s5~ptGT;G+6kU^diH;)M2$@N$adJ#M zI~z1CtoF%OXaRHVOUx8a2xS9iHw8ZNF$HV;j=#o5!h}yzxuT96-IfztMUm(&^Y^Ti zcUr8BijEN3d1J)_G0ZS1N`jvh511+KYHW5(tkdXa5n|L3&xcQqIywV0&4e_54)Wp* z<|^rzyX3uYs)gw>dKj!Yt(M%5#IH|BKhrjR_p2DXq_2ijxn1R;j!fu$c4_1GvHJk# ze`Zqdf`H6@7=>BwYhWcLnz@`D^iGKqdNd$;&z3qSO&~$Fb;mCqK!1`vK4<$lYP_h4 z>HMUiU{r$rbE`&csX*$VxBaVO|7bQJH@0-AL;|;S;a}*56hJ%ZpDtx#!_^3;-zxKs zKGRn~is#EE7r_DHxbHt=NsB2AnTjhCkbi!LVj@5J9yDOqr(MKM9%sm!u@$r2GBJ7k z&(SV@g|qX&OTa_34_W1kNr@d$O@5VNI3$HvE(SBK|1*CTQ$O_MMDT%BQVGGI5UVE+ z(@aUwj|`hoL@Y%+_9!#r^166y?m0bc8(hD1Cyp-+@RV7Oov%Zhc>c{%qaT#J)4wR6 z*MyLLeBOi2QUm`A`f7H4OOGG#KKqV*7>eIRXzDl>f^87+VDc>+xT*{1P#;ZgNh>9q zC)XPGa0Rl+zLViXMUGNCxOz!Mi!MQ7_iJseFg4q~46^ubb54Vjgq?RJ7K|JDS~P4x zk%*-l00C_|tbI(O#9cnZeU-n7KK!fKJ?m1gEcML}>Ri9QG#sn^1((*O&sLiGw?nXf z6NX*-z8Esz6Wih?7ayVv2#Zbq^dbSJ00`&3iH&+Bc!Jm-2JJ9VX0u?XRneTT=yO8E z(Ujz^07lDL=nQ?5B~d(WAZpA)#UO`_-OGaz8}A^8o>Amt=HE-=8=wY^meU^tn7L2; zr5~6igH5S`^BBmK#rykq(z(h7Q-**HJVXaKl!Cz33NSjCNZlWt9&z6PerbGbWAG2Y zE4-R?!B(aA*HJpbu4glwzrmg1kKN+!E0^YA3rF$N;QR#98++_Y5J&R!vIqC%jLLpB z#LVR8no6cPd3llFIv4E7)q5?v1gJwU&lk_{Dh*1fdAbUKyMo^F4zjq^PCEU3A9}d; z#RYngDlr8%H3_ItSyzRH+7lK;0C@Nj%rYsLwtjr4o`6 z=v#x7y?w=6h7WZ_8#VihYyzHs)@oRi-$Nmjb2JI~D7v@v^&(Y@jxYDm;|LuSH~6Gk zoQ72Ay8dtoeK|&lkKUop1JadHr+zA}o-hrWKopTHE`>%TYA+P%VyD{?v7ndbA5(XS z9`#x92yG;c|JyKvUqz@+R~&aq&S#N`$r zu1ZhjwXX2M@lh}Grp^u}tLcM9TaKuoGfCVjM_h}=Ar=+B$}=8um@ zna^2mX$L#PZI_&V(c#21mqOGID_0R54j| z5bTs6;d7OtyMD%9P17!osSn3R{cbXCGFkK0Fz0R`7RIskhv8Yrzq6f%Cau1kj|sgk zjjfdX&F8@^= zWo7Qp`pdaRB0Rnc)I#@hKL=g_0XPF~S- zK&yna{Zgo&<4a0W97ICW#cMBde$wPz%UD8ZYX0v`?Ph zWrUIPpDj%n8FpWIn`*bt=e7;bl;ci36rj@Mm~MLJi;4GO7hln$-56bnD+zO6KmyTg z{XG8;)&J{!|9qW7xMH_0?}iMd#~FctOr~hy{B1%9OC?zz$}9SdYv=tTFoO(pM_Py% zjErF6HNq6PC3D|yGo?}glr?&&_x|TLKK94oPP)S%E9l`d!e%2OE99#w_9RiBQ?CMFxes(~HMEr={gkS3Y#&g7a5@ZGK z>`h6q73cX~I~b))>NGT2&%e8-9f=;_+NKtqb%y<1o?|lvsgJ)sB@2llbiIFI8gp(U?eaW8gv*Bjf+UHs4W_TqVGxfrSn)kRZ+WV6I~byh1hUEYT1Z&{L=qr5et#f>0U}#x^SBN;gkHm~t%E5ecr@YC=_hcgc;2 z@a5J3ZDa+Iur$M+lfDj@H9uQ8hyJN zq5Cx#61hK_i4GGsiRIWF98q)1=?KVKipCsI?%iD-yZv7(b494;4xLU{Pdw+%>BuWg z5qLiBi5bg{cR(Gj1&yE|JK81xqR3hi!?aAqEp<-z8@DM$$2XDLGAO_(CtJG)AjEOH z4bGp)1kA$TPMOk+U6E^?<_nL$Zfrx(LJb#2U~HM| zapt8A4`JYBT_S8>!4>S%ggi1k>|NA_Z3SXdN?K))iQHj<lQkd;;z!xEme(7C>Di%r681(=^Atwn2^aA7FkZd~a}j(N=gLh5joo?_~& z=sq4ir_EZIdN)WmyLlAFQs0p2RSNfr1lyC{6?X08(jw^%(kMnXF^mj5w4`y3+15xSrmnV~#8jFBb{0 z8H+|qr^d$!%uBKWn7&#~-=uZF6sHgGFo4l}Y_uu=BcFd*&Pnq*v~x~Pc-!xP?X241n}8>ZnOGyeR;woR+wl#b$$KeYOV5L zy6spf?$>FOz3rD0jlHWZ=LaV!rQ%$pdnlwmAXUCpCLWc&nE2^b zB&p$TT49~y3i0}tY3>%^TjDP{TS#f5w!S6Dbjhg`f?!b;jfE&yK%(U zO>z-71XD}2@bR3@z;8tvtoSRyQu29?fp-l+rGDbNEebrW-wH!17=hKAR!8|+HQO0a ziWh}zuWg)mM_$n{B_`%Jo1Ph@?$tdPxKt?mPcWXi#+yP z&FVbiXf#xMec&YS8EyH_Z@v4U3soYyO`_RtAOlUV*E_Ql_{f4*e@C!vozbnc63|5|{P< zVs_Doh0`Lx4t`>h{8v23JSpf-D%xJ+rx1b8=p%CU%Twm^lmvJUWlaJ79S#--pFx|v za*`j6&^|z1X(Sp)lU2NC>i^Nwn*3zl|Bd;pOMdB>RWy&a`i>ngtY)~?_f|f1y@nr0RUKqRBb*2S$R@(HqA=iZl zkDlQf0q-`O#}-_$&(PT2Cv1d@>4vQE7fIMfD=io6_tQz`F~pv;ow|^ZwaiqgGTWwb zpvDskY$S*C#o~*IY8pU9ry`H$+kkvIkJD_YOzTwp?cZfff0%BEzh^V<%^^p~0Wx_X z}GcKEqkNe_sc_$_5BgPLnE=v1RFxMq0sD{E9+Ei$euqXADESi z%sfkMTn>9dDdJ)WF|4K>!d&H+@rNqe!KFPgB({<_72;fiMw4fY7m48~VvHJ%fApCM z-RPTs`H+~>4jhDOsJ^%>c?YNvZ7bm_5SH&2OVycE{?C4`-gzX7yzB5z$X=&y{4VzK zyoEDI@FL~b`_XbzXsa1|wZ+kt5ik&>z&j-JkwWvz$6IQoLOu?u7(krUW!xDwk%efi6U4vi+*+o06RoLNZc1r zD=Xt(!QaMt8EGIb>>uNlkgk_!7h{NJroKpvHc_l)D!QNSCTpxb4)*^Q z$Jy?5)s2cbx}=;Q9BxAwoBq29w@ctS8QU|x_+^?n3WqHa7h;{ih{@*t2;CT^h-v=o zbFi~$6P+yrvH%-wfRWps7_3nOfC55RWU z+&Tu)s-^SJ0BvEu%2~)N;M0j=z~-eBV`m}hz`;`MjW!mFnPdOVRc8fd24P=}AUVzh zhN^sQ^$(t04s%Yo+b4pg-1sZdph&78`y#Cuv*I=}@x`p_qgRUM@W4Q6xUk`z>})zK zYjm;nBvv3;WGctw&hwOBrzZW!V4(}??RD*P=k+O#=2U0H?p{HYc$awh@@olWMjszQ z#wx^O@LLI4;0M@f)bIhcr*5Qz7Fhb|w-HyDzb~7oU7|+~M(3@oKxt3iG@B?$!0;9! z(}!f5d*l|!z}m2(od-zfp8HsVCSK^0 z`L{F@!Kmr$sHGpza?(TLCR_%^ibkodLf#qLq0z^RJYRD|4F6$iP!Fk%0UkuDB+6r$ zDx{NWFla88TFzJ6z2{EAwXp(QpZ48v-SN6yRnE#_8i&JfwXX72Ls!j1k}=^^I*Y4nfkwZ7L~vX-5U5#gL{biJJaI)B+d#2c|` z78OUx7HGb88E)UhB!f_)c-DKgTj_)^VYmUja6{F^^X4jx zW9WQ3)Ejk}4tCW;L=gmFE|*?@Yy~3vqKW>T1qDHEoL)D}jlH?wzu-y{e>;8Cd*tc` z?XvVuOiPSj&|4ez?5Z13|Cqq^#Mfi~KH5h-Q8!9Et5sq5ZuKl^d(La~q=GOr+Nk7b za*F*d#K`RYpe;pqffi^;0s_$4pCofev2LZY@>3*=$OYtIpshAOq+AxNtjxqCj*8c) zt7?iD{b&>G_;tM9WI3I)wqLM!#E!qjsx14vh*_9_Xgf=$S?z-L8huoIg6|4JvqQ*b zH+5b2tTdDga#hse@;=${!2+VhIC0sZ^Q84eYuoh@VL?jW zDh8=i4#XKmn0p=_&AtrpapoSswl=$u-oDSzuj)bR>#Q!u3BP$3+%P}^EoM=90gvr4 zb5>@VXlH0_XpdPL-W^_1mAAflO@Xk8Lp`gG-GWSm6dLpUN{UWnoU=E?QR#)!CZWH# z8~U}_Cq;AeN=9@+79nK!as96h|2E&gIUing%-tx=#s75HtDgMCZIpSsxtW09Y;Eyh zoAlzn4;Hb?e_G&hLbMX$)?n#5M%yy$>vNS~^z-DJz%@r{(KIkqYw|~;*Ee>K%$w{L z9OY!~kJx17MeC4sHc(?<*hJko+6RRORq8njGN8Jnf`Q=mNfHZBoA~`_n#J*emkqCb zivsTMUG6hgCV{$vYu8*dJz7*OR%-LPCRM4?B6)DRfXw=UI?px@qN4D_GXYx|9tlkg ze}Ds^)AMi#sYqI%J|sJpJ|;FWi0X8W^z9;C=r-$@{x78XpYMMGAXd>0N&AN{flaDm zQX-*q-tG?<+r%kfDDuIEFyDs_e)UZ-T7$mrs9wet^26Sxbr>$c7NzMLQZ;_-a^G%t z#OX&%b%U*HbrgIO4%v!4Ce&Acr(3GDq;aTsM8s4b%#OD&76i*ASZf>xl z8V(>7b{;rSCVxtL!zgz355T9AIUQST{Usy^kj~nvmy?iv?50pMWjYlGAuZ?2m+0U< zj`(mTUf=WfHVUPMLHTOCBIN<}J=P53*#`mEtSf{lwPJRRz7js!yT!d`Lf)Y`V4-YG zF$42pkByExjT)`oSM;j)g(no7+KeuTT#x7Sx$#ZL8V3_szjBv*m5=nZ{1@Q5b5fj- z@6vAU5G{IXwtMC+_W5wIF=elZhzlNOI=pcr_PlcK4&{U-_icf9Nll!)%}R+0z4u z+{&7Z4Ylmd$nA@S9>?-N8X!?8f+8d49g%WGR32d3<3v^HYTZlnkf74yR~MIkZ`1B@ z>OHibLF2sJM9O3j%>t6F+@Sk+PTLx33|umzTyQwe4-vOC_-W4~bjJ6Es}p8D2(#sc zpy}cB-~oHtMN*75Y2Ih>1f%$$uM8w3_A{#at$WnE^g;R3_sS}TWk+HXIPD!&x8CbJ zRG*E5$n$a^;0y(JIj#_NmN)F**us&WS=^XiS$n7l-MOJgfwG2FYSBhc6}!k~6-R2iZnNlv{fvNmbn*^F!?`w~YeF8t8Z*ow_;z@H@uR}Tx)>Gtm ze%!B1A!P+tD?Dc5YD|zh$P6;oyz9WxSkt~h5uvp3|LaVWj354$wc$Faz??5BiWaXj zK~C(?r+Vd#7w^o1w;j)b>1WycxXbnUT4E^T4o4Zi%l;m?f7LXJ3s5qubQgu0}O4Bnr z)Qo|{XC26Fo{0p^jB3FxZ((Rw0@SHp?Seie^?|CRWu|Eow%Z8V4#5tSeSo2MXvNMJ}{ zsz3uk62vnIS<1c0n4*N{%E<&~e5C!n;a);c_~_RHBU|$;!P&nb8Qk96Qz~@JW$D+C zU8x{4RORY4DYC_U8s+cHn;qRh;t)G8pY9blU4Lto-f8=sd30TGoc_4i@%hnLtwqW7 zi@mTyg$JmE;X}(w>E5RWH{n^rY#rJrwoE*Uq*&C`hfj!ltWFy{1ZNRf@EdQq+jAKa zPn*eC_tsu2j?~NMRE>N*B7-uhY&vB4FEMs3cB^8MYG|>t8GpXIgj&P*wz~KkkrJ2R z#U?J*TpG8A2L|l5O`qKI%Zk5&VnJQKGrms`fZgp*B4LZ^N(l7?U~LKftj*7Fr2qMG?1jG=Z|p6 zKNt2{UqZ!L_v|VoqhEscH{E^&JNVr=81FTJ8O5xVT9u}-hloWQa{cnxgxZYHKg~Ss z9nfIzhsRM!I`m)8XJEN8q1>_N^$G6LJs?WbcD4eGjs2DBxt#-dZo@>vW*MIN05HZQ;YyCyZ0lNtW__=d)af)}0&Pl+rD z5-rO{yS{7g^XjOQ_EK;6dZtI=Eve3jb=@ee<+d_+)={$R>sy#k>uC z@EFS!(4N6p(tltgykt+m8nYbN+UVSc5(KQV<1WL3sy(Bl=?xKyO?4pO;kYDYIFX#Ua2*fE<>WH43!7-L-nL1 zWz=-8-oucJ97PdQJ#b3eqz8s#HDQR_xsOliis>s@0)%UbGlAFa4x8(D=N)eUh9Dga zYt5$9pG9ZRu{&0oZ1G}$#@WdZvb+X`<)W8xSDEPMMXXLS%uWlR{b4sh#}O?*i^sLs z!}&3{J84}+zi6v7!)Ys_-_cFrH(aL9($bVM7bYyxgc~K636b6|!^nuC5#qyi*lOIz zGw|*$EpcVluj#nIf75Mo$S9!TLdE7OD2BI?DounbP%$c^2VZ=Tj95Cx zO|Mj}ml&=6Ta`O*)tm=OiEbpFNP*E@P3q~%R(x(=6+Vx!A zGf*qVP=ra3!g(R)^Ee6vET2Yao$sTv_`hWz7N3N`5XbXh ziT>b9lw#uvwVBsb9AG)yC~o@}qQ30bWBMZMs?$>pj=+R6FZ^yQbP502F{%b*l7+dF z(Mh6~GZqgr5+EP}2lkKHPKBg=h0zAY2tkJlQApsAEkx7aCVE%JK%DcztVJW*j|w1BbAkUpJ0jY!?+{L>%a{9g zAlpBcviH-@&cT;uz@_Q7xD5{Pt&+fa#~;2=8^^z=AvMufG+SWt`3S}(E;v-=m~~7* znUoQfDyw7yexWgICT0E+l04{T7pbu_01{gAFz{X$yF4T-^S)z5jHm_%6$`eV%LtGW z8l#0o^o2c+xWE&cAe<6?0TBkFL`N}2y**C*e*p05Z&?Wb<>d*`o33yq@4Lxf z(p0$O*n_ryYvx9B#6UVboH5cjN-{x=kMms*_()yN^^@m)Hr=5n1D)LR!D3gID$AsO z+f+4nU>u*MYbgb!m@VW81z=+1e3FO-CXp*oTKp&JtnW?6Gd^3PbzZ&FdeZ7lUG6CM zlUnf5oHX#a@^#;ZLUH-*A&@B}VENxOMyD4=SA!8$YY8J;fSxBmcQC1SDgIDt6s0(J zh)+W3mBz)WQeBavDa!vN>m0i)>!NKP+sTgYic_&|+eYo!b}F`Qqhi~(?NscfV%)s# zoZIe)`wv!IZLKlKn0@sAAOX<$>QCb*;lx@d&lRkF1Bs>M;QxvmoLA=0U(q-+_`D94 zS}D}%eeT^|{%YySxBshekHMvJU7gcrQDV0}r8-`bK#BFo0=eDz3lB{OV>5s9SYKWE z_-2F;*z`5I#&WHxrwz8{Zv=YN>2oi52EY0T^KV>?_K9c)zN41!&FF;$R2Sb#-#=vW zNUpW_iQscA{oFZ)O6;6P}c0qYf)huP}(aLIy#V|N`?SF@je>CRh zTCQ%%85MrzuvE{7W@~v^dNiAxymp_?l7hlE^J$CB;0`3+CfSeo-H0=cxaV1jW{Y~m z=C)T_b2p5oGIsm5xm;EaEF6cxjlH4x9|2v*|VFnYv@c+Uo+2**%A z+p{Y}yZG$&u`tbe0Lvj===l>RxSy6@Bc5Cc5{j%!B3$9uJ*>`BSifW}%0$Z24%wJ5 zZ^KXuW=qVu-C|I~qfl&uFmUyTyjS5ZT%wIA3)&j+PiJi;AzYLfkdLy#COU5LOM6vs z1TDL9ok<{${wkzR(Sj|qc^c7D`~trFkLUnl(L6f=+h;4pMDK9uoix(fX@UP&TyFg2!Li2tx-6c4n5A0tj$?h;aMUN9n|~*ro@pWUTezQ7#-sClT3!qlLl&2upqK-NstbP+4bCtk&d~6 zWOdb&m(BDoZDld`L>`h|FRF7`mmJ?^5o})Z97AcK3#PAJ2FyRqFN>61H$VvWJDeF- zuh9ew${NTVh_?{mTdGeJNUd@E_&U7OkaqYPW)(5A@w1q(>GMY!@dF$IiF6onusmWH zLK~zXIcjgVF|bYE0Aj>dxf?zuL^9|;N*qS$-7r?THXkyyHlQ!F(nB$Hqctc({4C?S zZ*cc9W9(E{Dv8}@Lsv;M6}qLyTH#F03u{S%0pq7okvVO16--cn)ye9<-x{7w8H z#o)Ce_v2y_S)R>cnO8-!+%Aiqs4u<#PTK54)q-rdGN*^egNCf#`ue9UIjUNNby_UF zuy|^JD_)FkYn&0Vqw1o0|0JT^t5klCpW^ZECl_F^7zd75#l2dg3J27x(7vdlv5!XH--1<)rmxJCYkSAKl{U5 z>iyGkzfg+Fw$3=!x8}jiZpurkWr#WJJ)jd`mVb0S2yw*>sKMp0g5X4+npMFP1ZOuw z#Z+pj`W<(Hslcu^OWx;eRT-B!0iQ}n^=rrFr(O~W#FNF6DGA(^i0OKQiQ*P1{uVKsv;iG{N5Z;DRm@a?n&76Bgvc5u`c zSW2?c1PoFZXB?wjR7`hij-NBXLn}2@ScnKfH&}+Z{dUeDUyqIZM+&pa$Y%3vGmzCN zTa9p7SN*l>94nfw)M~UC1>LtBHJMlxmWI5Tx-n_CnMa-?>6-E%1h_a=Q6B!Kdt?zf z)Hc{E0R%GIF9Gfj&!@AqbxR!)@a2L+{6Q5-W}(wanYM&uJe#CvInT*6R0M(Uhg;33 zjdGRJ6-$H2;c~AM(r7-3BCDrGc|De<`s%xjky9R#_u8M3%GrTBL*--~>JG{G)TW_E zgUzS`>;iY`<7CMY`Otx)SaE49Vh4M%$O;=gHh0rww8(#C6(TDYZwjl+;t0rXB%^hj zEdR17b1_2CUg;I2%HZc%F++sxtUs#9**51rbV*qhOW!$u7wzlfo+KNsUsx>=}lzRA-wA+N!f^VdX;uS)cL5l2=eP zMqo_X_HbM>Z5>-}wragWftXy9&Qv^ErpS)%C-C9Ia7-BR2;h56&h7_yc8G6c4DQGSu6~wi$KLOrw=jF zUVAw-T2A_ASz9t%}iWp6X zA;Z)V>`Eyzl3^fY*hZN$+M>2e)-0Iko90;cHhJ2UcJUZJBb|F8c;<{VxIB#KbeL$4 zcD(I#R*z{fHdD5ev8rnWm=K#Dlyg)+lXkMtACo*mljkaffo|iJE@2HuqpzTQLaQ% z)zeA$_00NOgFZU^b&7oblY4YESkr&%fs{1@fU=KiE^GliVz^1<`!aCc!beo69&_2} zg6#X=KIbD5XtU2@SsB=Cbqt znc--cKgc69=|`uFOmUsd9Hb%*V4Zva326J?(+)rv7$8UT0;F2K&KroVM}_8WlQ-M+uX zl3S#MKY`l||6C3eWlDvu(&Hxb=&`#=VI7CrazCm^_8Z8b_&mJP%_1A=@lIux6IGcx zV_m|L5K;>1h)^~g<@$V@xT~6fgCDW~?off{1_rXK2i5jOUiS99RXC$28{*kV#N%@@ zRK<8iH00IrF#f6$L!e+_8ox!?5R@9bmOdpT+%3oD6Dfed@Ev(3Ln|%w{XY%u6{<&T z*IR_YoW~ijr0cczpVc{yge)UW@r?&PpKKNOJPW=44AL5d9NxmM@&7Mj{S|O$5BLL> zdwuOAz@pCFH+epl!hRnUiQ$a4&w_9LOMr(5IFa{Cff77;^sXacRJp0eLWlSL3UbVO z)iDP^C+F9rrcHET$7cAX0;O=z>x*Q>SD^3eI8D_Px;V8DOG^@Ej!V~p>Od$wns(w) zOi+t@D-D*xa5or2EZkdIK_fD9>IfJk0}Vul5bQBx+FBD{fmO_Lk!#-ghf+$J^MUlzj)R%bdbWjlDMjd zOmhBK1P>}h`8W}zF>$EhLcB<@s{jZg8|ujnECXvnfw~V+N%c1IIA^tVU6M^>-CGk| zi_zDw;&`Pe&uYm^v#HVe{Cslb!K9bb_}?leVfkI9?D9DU*qSk#xaq6a$4&A>yl}?& z<+J2dtAE(_(0|ATp_4)s=76s3ng#s>Thqh=4UbnsG8=@ruIN*hwaSBL}g2?2mpjXOaa9;GEm7XWhL4-^sz5~lPX!HdEOf!Qy@yC@|_=(pq5 z2P2lS{S#J_nFbNYB}+o9cCNX~IW<)>CPIGu8nnn9vUw!hME*(@_;eh)1=wAA-)Dng zFZ$?)5}jJgUcd=0k$GSk#A`%KTl)rsf<`eRa9w`eL=%RXY0?(;NU|{vnPZ6s(QXXW z=sb-8xw6DQ9iP9g@3(nUH@W=o-z_prT&kuqaris#v{3V+DEsppj%Nr3yxt`YO8U@* zZw@5%`hLjaIKPh6M00Absd| zU7UHdn7$l+;9cc9Im=(WbRC>s(%O~YQ^%S3Q;NA+r@qc#U0O9)t#$wEu=v@~{-@6IZpBwqMn>2e*RUh3w=Kdmej!PXI{^Pa$PxE6R=?(Q+I%4}`hB&y zec}i_vpoLX5ltLnrp-+3kDx0p{J0HR&HM-3T+qTT*0UYz@-GK!IpwW!O( zqkVCe%jOQ9i+fn38X*W8<8%i+Kv%M|@PuBAIPS&M2i1kqY2P8hbB<`?Nm9frG(@zf z#*?r2XexKbN6poazy2k@_4RC7^kBvYhUpLI7(BE{%d4mkfY#p5v5zF}>+KVEV zLBf`eofZ3B4)FGpAP)ogr|)~Aa_%cwKSMY-Llmj_dFPzO*wG2z2OW0L0w@EwIgW~A3^cz@x6m|6-JSya_dB7WLMkABu z8-5~{BgsDx1h^av!?f*m@$73WS~zF2Krl^KQag(&kNu(l!`Mddg9o&phZ$C5jQ@O} z`NC(a_V+jfYRo#S!BcAS#?6u}-9neH2ebu|GGz^7Lj!X2_1#d^myFciibzYj=S!JK z%k@`3=VBMibuN$mK8&-mR6y7>25ibQY^fAxH=`DcKp7er{cTYcz3PZRV4 z3}GDlb8llo>20?;knO-DOhK%5>EUVm}3wJWnV+U$MspsoTKy-zZ- z;-6LZP~*7NR(XE{b|?^adB5nB3SyKg`m3D33a*CwO6BGq97eGF-{TArG=-7sqE*G} z4JX+$BAMZW`@e<3(%5n$Lnu-3>ZFBHD<-u$82t_=L0LKvR++@hzq+Jxo1aX@@7PjxBEher)Yg-IWay(Iz{JX(D`u>k)B&Sy1#mC49Lwb)&I;?a*A32hmP z#7v;lNB2hN(@iaqo7aL)F4%X#NFFRX0h@m%@J@1K3UJ z$&j2Upuw0!d{0w?J=zK{36Dh17}Q}yS5rzwx`D9xQ{_DLH5t0$LR1YO{w_M*#Ax8P zwR>(`IgTl?!3f+)w?^f}Cc;8q=cMKs`He?J&QC6?qKPSxBpW>oWw*Kzqn0tE^Ng1L z+X!q--kpCMk56)}469NpL%(LZ6IZrGVD6uGLXx_dC4RS|`{cWJ{YHC}*qOzxlX;;; z?Bkw|>x?$j^^?Z&ikG(Gx#rgG;gkG+P?!F;zUP)vQ*G?jrErKk$wy|J8)f*YB)-@> zsb9XD%l`QUsC%{#0IYjuT|Ykj!1N???HqFKpFb$LZTl%D<*dvOBo!t^=SJs>S62e) z7+dfK!3xe)^}E`8i9s0Zik^cVE?T zs~Z7~D%2_WRA4)d>K9BSf!y$5?&pRf*{g%)QU@TkdejXnV=LZ<$piH0asZ0V=<44D zTl>H#jQzdWc2R-Zc2he05f5zAV-K(#mccHmXyDLR5C!MIeUh`64|qaHirIpF*MpmH z@>OT^PE%LPzlh7b&M@p2pRDTzJuw0cVEk`%_EOxY-UIlDcR3RgKvRvS9Ue1oZv&b# zPx6em_+MIbKz&eWZF!J?zOuCmAs2YHF!H>;Cwy~NP#pn8^9y0TO8^m+OIKDsShiuZ zf1IKJky0r%+SD2kl|q11PVVaS;3@I~BNzi+GBnM^H@2w*!!^b1$A3kp9?JI|7l_fU z_wW>ZmYRk{FNPrHI5V-v{!>^QTs_J*gdHHU7g~5jdA&Ol4k2HSi>?RI#&$w1Y`z49 z;}{{wQlo_(Dm`J_H-U$dXhO=1)H>i0 znmEg%V2}S>s)i)T2EiR-LD}!4AOXb&1M6i05ySS!LAVxZ@)Mm3Tb9xG5-@DqyKkDg z=INMOnhNDGNPEROsj2DQR!~hdM$t<3gP;oh02rv;HUTY89MjHrjF&9k7!-5dv+TOl(EhB zIL{h#Qj~~HO|ECp)srLOKjyLg?~TLxa+6MZg3;=o)bqK z-O)^%js+kuANIKW2XS)#k_PM>5+c*=2^*RdOe+sjE%Pe%gtZi<&(2gf)$|J@!`zO+ zs4(Vwc{pnQuF=JFPOtNWVtQ94{PR%w9V;Y|airhsx0hw(hJ=QCeHb?*nHVA2UMKJb&#Tr_#p5(ODl%yJ3|)h4RR3E__#LfK@cf8w9t0Dp zRvr1P2z5!)q$rQo&boKwHiW}?j0Z7M{rOhQc{iRA3|{_9$IpOoOISR9MU9|Rcxdo% zutt?Q=lh(Ivb~99t0=GFrj=|IG({F%%R>~V>h6!MioTP5hJ`Z!2b$qCvxVgZts2mL z3i#r=`8gAbh9P9z7H_0Vh2i65^cvPZ+9vBA{*=*B@1cX=II^Y8DPUBmpL#RoFFJoh z+4&##p7;?yV+jQ;lOdTIwVb6A{PqpjWAb$J@!0z>aroHl@p#zvKzd(ADPbrsIGe~Y z{`H1H%Zfu2F~)jxDFbGzfw$!O5M7=%Q_I$!ZHH5>rgmpXGV?wl&RmYKFbYQ`tgvY* z`!NH8*cpzGM5_Wo5tHMw?B=Ni_MMkqo))>Ds`&Gg>)9Cf8#wWRTqQ|VRhWWmVhK`8 z!AO_>ozY4|aUMJ~UaS`MU;H^1>KT>i@Zc?r@GUnZAAh?@zdv462LbU8xGhUi2I z0+M{@idmS__3+?4-Qk=hCpCB#a0ItHc$^O>)T;YmrpFnqYp4x5jS{jsHP z`^jAU$+_J$FB1Zl^Gj8zg4zFVW$K|m6D@alru>LBpZtjgB2b&(p07M6Z-%ot3g%{T z4#87UXF;fbGN(w1kT-L6Hbt)gW$OnyC}EgSY_*h@Y^5D#9mVAiMi0@>59Sp5PUNQn z*FQlUXs^R&vbK+aa1L)%b%_rlm1X0O#4+X!Au2i$LFQw%T%?vH4{?-5 zhoHP5F*GwP_Wv~ygGj~^+u3rqopN8#){c`KOgC@aUTZNF14kN%;p<}oKm(d+r(YEO zup9wkpGBic!k>?1!Mp6KyNzJ%K6S5pnx2;$l;p?j+y9KyuO@tX7#-9@_li1=Kax%* zpX_tO@BvjU5nke8Xk$KDV5lfeF!da+`sk3)l6eXgM>V%LQI-f)ArR)2b#cGA$@*}5 zSDZU{sj>S6vK+QEl~qQab6R{A^$K|FJ)YVI#Z-YZr{s+6=bIS{@0rT$>| z{D73qndGhgk~v+5Q-Ycy#9yUcmLty#jOH78GM)EHWn`z0(@9cp&3F+^NWyI^hHO0S z=lwvJ4iPgopdN|Lm`K&_cD>e4NjQtyWcta3tSc~EqGMh*g_jUdZ){-9_)0086_?mq z$=$)Ye4+mvg6VZIAMSfv@B1;8$CGa>Ozf7#$>GbRLA~Wa6yavpQr+z`nZpb{Loi4m zw7JbE3|ERECrA!6TB6N_lZqk+PmUK5uCq!zt66`Ar-OFuq(k~#5m=D6Y7)d|G*HFx zDqK(|7!wrncq6s{t=Bvc1V7wOKJdos%X_3^<#Yz#alt+zO}WFzQ|oIbQJya_W=G=& zU(C4S2b*^6C~|1Zkz3e z7GS_QM8dU|P0W>hp@(oH#yb$MFH<1E^~i+S;d!_HDhEq!EGoQ`1rgNa@;z(KExTWD z_-g;`4)(MCV+I!25ndJbFFSP`BS&N!2u||BY6WZ9(I!zWpK$PEqBO&zg*~?% zAQ|j76NxwVFaThIKr~C2De1L=0mka8op?(p08cAeCuaqho$Ut*z;CvY*Nf+rO z6zn7#P^smP%I}T}BDNrPS2rb~WR1ElO1})H55bE%o#v=I8xN}MGR-(;|$u86!sQ zC?c4_hpp;g79KAB@#C{xS6dfJTT<PUo3< z<_j?>6bMaZj9HKRrjbQxR0`W$@x?)e+q_==hujud@enlnLuO323 z>;0T?k!FNC!rcf84d?Hr@Jk!JYk?$6uvcTYtC;7TIO>$_MAYN&=LR2`>EO(PqqQHp zc`+%Ck=tR}+T7eazw&iFPozcqgVM2|dl46!oBQ!#opWLqh{07;v$4qVh(SaC+X`v{ zq}{=77SGC(d1{>WR+>t`M-+b|jF?#*4tF;zETdpNuGD~w{IteOPTnQ?i|r*(DmUKe z9f9Lb8#q3wo1v(Psz~5yJgkR#^gCSxM34YhW9by4vRx+wK650plJ%& z$K7y0;XuasJy8{<3pk8Au=CaT)RMj4e0o^oWKa~IppQaI(2}!(!aGwWE8#gC*|mSU zTqKp)X%pAqI>G7W&W1odAbw`wK6qS6K&YGtzkAr0m>+%QG~g2%(M~t!3u!HW>umTN zfx3}{Uy6>5arsT2nI{eNw6q4~n?ie*6rwN!K7uTIpyq^~r&>)X552M5Rl!%iIiYFH z&)wISQcH{=tFR}bK4q5>{2FLFX5d>fl3+Lr0PXPQfae|iU1#gI^D%N0j?dKnc2ia(NSa*unzyDCvJylwGPd++LagbiQ z;QxpH(igk%%>_Qp3yjO;f|^dtzHYC#`sC-jM6x3J;Bh&^s8!^5>U^z$#IZ>KX$BV@ zCvVa!I*n(jT_ExrzOi5-8RRi!p~<8>8ZUp?V_w%q8HfmV)=%G2c3!#PuybC~{VF2A zP0OG5JRGV=P0kqI+&jK8@pAnY3~HKQ{67~ty8`7>L{xy?O8Z4hUwi06q&vSjHt{A*=~In31Fpv^7y> zZ_SEUhDSvUDI=8ur{z21Me`FTEiJ77sEo(u$Ht7^Ov}Jj5PcDWoZgEq!(#C3vB3K# zawIE+q&}mCiO~GfDZ7Kk=CXq(O?_6#!oQwNok1L?r<$&>euWLsnv2U3;7KTu#Nut< zSmS7S)xI6VAHy_1C`_g)v*JDw_*wDty9@&zvc1B}pi&TA2zYlsz>k*2tYr8uP$0fLyc!E*RZF;;FU9HeNE7 zqc;mHR}AZPo9(I^$LZJT?bd<1f7}q?kd)*xLkP_#lwLvzhLR8gEW!;sqz3V=pvI~b zEKB_7Zz=lcm*dSbB|Uie9H<z@U=>>_K?LfT>pwb+wwSJjONdeKbs9nPok75)9tt{YkX z-d5!m>;&7b4wsXV{3%Qht4YD|N+X?+Q#4%SZ2cVM8C3!F8x4leyR&o+4xg4&fKxq( z7$2>dXX_qfk?QmoK z>`dt8_d;dTpIrm8Hq~blUJw$AU_0O-i>=;#WLwku1VhwlEABtFy_r=fwa7}EbqiQn zpS4tIVWj++oMP=~G=V)>?M0#fT@10(vpqu43s%kGHE?o<^4;i&C{6-e=@!=pMUh+0 zbvd8ow(Qw`2zuKKi&z}Mj6T0zIe2t>y};X$R@sC1d-=#g=;Z}Hiu3>>LMO%J0LMw@ zwRnaYH90TIRjNH&nuwAqtdWu8jY6~`6Z$$a7`7?~%+`v7TQ3Ob84cBR&JEg8!S=u9 zqn0$mH7{ekcA?k$hwhvBZavgy!Y$m?ea&gV|JTRtx=De5uNGS{Df-wf#XkI1{^s2a zd}+7tL!!HK*%yxYe4h7YuCenq zxF5w8y}Kpr(cf;?ckSzL0*p0oE!?3>@8;Xuvr^(dM^%)l1b2jp{VrGfX$%4yLfXzG z+D?uzJ5go{63yAiX*H<^ou{+~#OtGHf^2TBAfP!Ug#oRp5#I~g+b)lgF$DYFzK_Nf z4P|BZ)27x!>F%}waIhhzB)kBVov8-Is$m?+E|AUK z`!++K=cp33%AU5!Z-t>kA>uD&AP(1`#h<<}9Qv6H+Z%7&k4FN?*cXQ?Zx-~U-|IZT zj*JMVP!op^YeY5cWi@@6QRZN9mOurI1Jwe<{A8!sFB&HVK{M>wnN(8zV=Yl=4UK$Zjosn^s_xfGbp#D_sbAWY7P_hPxLEcXyd zz|NT(Rpi;)Tpde7g(%cNdMFMa_mYttzRh91=(`Sw^hYCIMA)qsh7Vol!)$kb-6n5G zPAGO)?&t%adzdo5jGQZv8Z-(N1em`XRJ&Kj!hmJ==E>uQ$^86HdsTX}K1w`hBS~qm zp?e80sk-cBTPn1l`rEfZ=fa|N9NQQnDk)w6qUyr4PYPn=BAF>8E!AyZAe+1Csz=1h zz<^(-ZJ7-2freLhpG$8*y3w4CXGVwI@H2HC)6#F(&4Nrd$P+t=5>&!1aH8RO#W1vW zG!YlM7w!`%k;_fdc4vI0_}&Ar-rGoRx~Wj@qyBiNyYv@~4eex* zGcQwi|50d8Zj}f7b5Y!*$p)1T`rj>!>tXIkJdN!zl!zGj$1syfCQ!nDk1{=(MZLcu zIqX2l+%#1OxZZnmD9W3Nm?*#qiiBHAAZV>C26Ih3GSI=zJuOehf;&NsfEV(tKoN;I zXUyS8^;sFu^$?T`Gdla`Tb#%~&30q!x{1rx^v(SfZ43M`8=_<1LGZ`CeprPN8qIl0%mnVC zhTeh7D0k0qs|G?S)+u1!)s&dYzG4JX$E*2qtKDs<#%l))N99o#HpN!ccVG~JzEE}3 zoygU!N4n*}6MNmsB=lJC^EW?P3|Sia@B5Pug!^BH|7)C32j5}(YVxp3oa&Wz>Xh_&(aJ~()>)~-?O zg7boZQ3LEn3#q3Wp|EYP(USS)wQU0TR*ed67ELL-SglM!pvzcz<@$ zUKHy)HM59~279atcn@iqdg-*onEXX=1j9h%0n>elJ?)MM`*)Np1B2JEfRAaKK-Ie32~7vHk7vD(znS2;&#i?FLPosd4kj zL=Yl6goSLOJvg_J_MHs9-%Y3=N}cn>5Pf1vdfF0Cg-9hwReQK|k)c+jB=hl2*0Wg_ zNL-O_9aH8^1f~Fk_eG*fk&0vhX3tPQ7;LV$gA-IEh$wb z763tGtgf!EEx`wzCGPZy9n5&}XYB(m9L<{zL|Ey^JFKQ*1yKeC$CF=FQ!a^Y2nF%C z0QILmotengw=H{bv?cMpE|3XTqT?EkYPV)V~$ukt^c2*yy^J zLYR`&f$dNlYLY6sCv~jaoR=Ih_3eFBUe5quTsO8COHd-Wws@#MchGbF;=8YE)!U9_ zr|QWjT(h=O;ciuRyF6Szr@TV)Mcr=R`}7%W*$SQLJA*B#)0<;`oMj2Wy+}m7xQ|!0 zR2sZEmkNu#s26)#mG4_SAK7F=orAx*u99w`#Ys>nZ#UsJgyJu$4d&o!?kwl7Fzh*z z4JF-WdK<9#2lha3FuQvFq5aX3;bxeTU_*vn79q8n{F{Q_%B}LLyB2@+W#I4#?(2rT z5|Bs`9NrKNh@62gfzQYCBxOqDWlu?8wcaDeayG(@+LKUD5`O;2r$1GRiTu2IO_r%? z+$Bn`{aHp+gRLgz76P;mO3xsxbD0=_V>{7=Rj$9+b$B)&6nay8J{Pd!IW<(eDyv!S_j(ffR@`QnD2rZx8^ zqWf$v8QbyuJocO3nA*ol^F}hqEAG72QT@bvx#qLF=JMsv&a%;r$>F9!onGOEH;X<3 z3BsX)5-qGk=_jVfR^+gZOj0HF#PGqfi7pCR#}=W;Bu1=>Fzgky7G)o;;8dGK+U~_= z4#B*cLu#XoO~@9erBiZ)@CS7W$`PGu)yc6tghF%edhd(^DqTZtq zlF+rUkCz)&A^$@9Aj--GnLLA+NP&YMAQDLOEg$NS6CPIFEfzToYy6Ab>TxE?=mlXS zybDplmj`5di5i}i45f((Rq6!Yj)^nU!~_Z@)aKjwu_ykzJstV;{s^(rQ2ElHt>3gr z*Q2C+=}B}#)9s6ljtW;g4hF32Zy7T;4D1n^V3nS?_LfSqfjFENndZ7+H`!G?un3Hk zo+N{1Wo7Qx_a<|#cZbsJ=qc!ZIlXh7)_Y6>vuoelb58K9AS=UP2|J6jnE5m`4QEL^ zPSrl-e0;rrDC}{EihfoaPV$aQqKkK8iB)5VNX>3+dW9+9h^oJx^QKz0cvD%#-#N_s zimE>9$vp~@4E=`i^1gR(0x!>z&Y-+#aKXE92{%%f$LvfaETM}JAyShd2U%yhKW3vX zR19KuC3$f`%Hoi)sdR=P+s5mLy(H{4Yy~&(JOw-iIz+-lInJQRlBd&?lNzZK>Vl$8=9x_nu}WSTG_^XzQ^N|Kd@0-bo1^6 z_iDe9B|F;r`q*)D6xV9C&p(wMHa2VMLXg0RWD2JaNCTF;n_8HHL3VPhM!-=pks>ez zZxCa2?OVFT`+*b1loH%awo33?I~2hCR4_U4qJW9G7mDlE=9hIo%*!yJ!%?QKVBbit zhBKsY@f%*IE;0hHp0y>e4f{|w<%$@MZlj%0#~1}m&N21*XT!*)J1j;zFt@A;tyD6co%9v z{93lDzq%^U)m$%dYHfS_ec*d+@!(88Rsar$qVU7Ig++x0LpN2%AZpC6@a=z=GdsMl zZewGuR;baK;3VQOe;^Rxnhqrns}D5Fi0fnfbK%AWQ!``ou<8F+nu8&<2#8(?i;VN% zStVeO?ba5yr;UT0HxIOS7+_uR6Qm&Y?=;HU$1uN)sWp-%2t8vMs~E(_^|_#n-L5kk zX-_=I9U|Y-aM|&(bhF2shn)jVN<2bm-VNSez_*5(;u844TP@2{!oUh6kh3pys0NjZH*)H1?X_Rg zwsRQIXZ62|oDX<7iwaA{X9@7P*j{b=IDI@?u|Ku9zC;%4H@49_+3`1V-8k!SYLUBs zMnTFQHb{B3+Z#7s`MLCnDR8HS=aP;L}>5PIW6iiO*^~15w$j zfdLJ^BesYN2B8jn@kTH_OFZdcY59SEBB1&LitC|eb7+eAT-VfSI*lIbkf4W zx?MPL%?0}V`J+_FMh~;y1m_vka-z2aVZC|GQK`evdAHZAQ!e{~2(eh^a1WcMrkbVh zqty6=&+oj|SL1|v{DEKnC)K{MYo$)eGhHrARYy&XI^J46|2`^W)K4RAZs3HR10Yz` z%{t_S(;qJbQfftiV}=gqYH>8o(f*lE&bEqOoEHIt2)iD-$JlfCqdc)$YZJrHJO$la z=c~O$y4f}pj=S=~-F1gjV|;mE;&~BS^wcaq%X*fs-c4{Ya!if;{(Q?ou9ljd*h*~F z%A!BSZgIj#%&XiT+?f0J)_ZxQeoNNdey`^X!g`fj>>n|dpC+v@u5YUxM`QP$`8b#+CI>e@pT zi9eSkxI`}~QEUb<6aoMuDJaYWh18`O%ESa*ET}C{rPBARV5w^%>OH|E=k*@o+s9!4 zk?)PdMHpv}ZZ|;5UKxYJ=LZCyy40mnjM}@^ zAabx_^5xM?u7YWXL-KL&SoyB$!uPM}8RTf)TjU?K9b!#@CU0Cfo}GC0uw8QcUeX3H zx6PJ5Pi=p_*L7PRwPK`J~F?5aVA)!$4I8|eFX*GWa=x|#9>s9 z3=zE8VYz&_Pf6AO;bKmLgD+!>6GOw0zxEYWAi%N=(hi&LQ~b$&!|u-_kTWKJ1;*+R zhpC8_Xb9$XF9NuuxKUwSC2{^dmbM5xFEQI0JUB=qKOMChdP-z4!fmY>8mKaXaG5jf zY^1&@aUf>+cMdNY69|~aAIDUg zezIDG79%;*=bY5(g=^L~Q!T0M5l;#K_56z8TJ)eyh3BIvMFUI}J+*&>YgKDJx@@mq zI)L|8Vs?-M3FU=EC7e9=B4rUc+T~CrR#KDgqXMqRtwrIfWX_QWFX<4^L5gxH4#;J zoKPh5%3>skwKy`yHKXplv8bJY{9rIAyJ|13w|eBY%H#AndB7HX+;umu_f#YZB$_hL=>vI5g%C=Ye_#n=6*_OcW6LkST6)?am%3%%w!03m_L2u$F1LsO zTwx%AfEyAJkc30$i36@m=LUqbF{)`U_HFkGZTWtlm33bYwtrT>c_}hIASQDlWbgr> zwznoL$OtSip_AnhFW3=;GQ(?t@tGcB65%Y?-v0ZB>U8nGY^xyRq-ms%t?f*(`EtLTVA7>gG zfJkW(`EIdKE6IquJVk0&QGiRiitfLV$NtKl+P@shU%1qe2;$y=-yIRgbgsAql?S&C z-{|F@QN~2qsxwPJNiu5)b8$@)X@tKa8sL@PF%hWCn%1k)yMxb!w+Le4pi%w9p1*k{ zB^wO|^~5B1sb%ML?td_$cZ(` zeJs8hy~cRhOoaq^Ws(|zMBK0hu#E)iOT)9CC@-?HZj$6cKz&bgsmAamqdQ4lngpc$ zG>A?fB=LRlGKJM4@dyi|A({pR#{1|3$BH#!hvx-bWX;%tve%3L0~Kc}eirG3AS9RS z2^`6$v7o3;F>{3T5W_xcV=pH+ph~M8Z?62`;Wn2f{&#$Iy@%{I91zO!{oE>p4qqG# zK_yi<7X!Op%_v5(N#9$X2Vwl1zH(hQ&h9(5RGc8QQd>86Nck3fwW0wsDcJhg0vKF8 z?dQqw&og_}=3SFfT-eU!iPAZF^%8*=ajXQ5FVU4!u5<%sayX!%NuMv)SMfClz zi{*_Q3V*v>bs~e0<*Sw}Jtw<`Il08pgn-}BV8dM5i~^myN2_KYskXH3e9AA93G&la z^Q=WUkl0?q_bhNB1G7>6aPHd<<|F9mxwW-DTlKEpkU3gBDxZ)!v2#@g@RB|*MQ5!% z?AfbHQV-_R4D`(cG!#Db_mB7M#}!_#=M6AQjH+4EdtxJ3IOSi5 z$iBw?1R*k*dI^KuGARsEW1OdToExd9M{c&$Vfq=YnHfH7bA@qwa!!xbkJ&kD7ai0% zoz^!+dWqIqt(Sw%?>^chICh$8-Ro1*Em8Y%86>L*Ot*%m3P=Nyqx&WB1V_>_$NnnG zvHYK-&^(B@5?jNgnF5=W5GW!4{tr#x*j`D)H5=Qu%^lmetsUF8jR_{UHL-1HCbo@< ztw~Pqb3N}L=uh3%YtN|rG_Drb>b8~5WA8PRYJ@7Sp{(N>qY zLv&as6&s>-8hK&2iHEEk2cg5hMH+=?-x^-(&K{Ajw}6nt&)m+FEbhCrR~p>OJ1y15 zt@kvO!cX581c^hodUXuU7%c6dzFuQln72^`*5{J1gvX1wL&{*1`kn&1MGc%~q|hq0 zh^u=o{mV8yQZGj@aZlK2_)UpgNwD|x|J~VDSoM#B+CJ6FTvT$i`DhnB|7qShd;M=*M64H{t{>c{F;?KW*i9=O?SjO{5kMHzs9%75u6>UJ8-b3 zy%44OJq$(md_5?AEy9$|Sql!?QrNpqob`Q7^|4zgGiBfdfc^gsO;e6^UmQ00g$N;Z zlJf5Se0WiaNux#wFB!R}jlna6Vnh40B@-W1b9ZmcE5*e$ToLLAjiiPZAU~Wrq1-Ts zdPLSTY~4ICYuatNJ!BGhtLm34(Go#0+%pIh}7%~oV z^^T@iat3_S{8LZskR(zu=xTQ%0258L63#^KiWl@B&R-Lex3AB;ATE^1Z305XT?tQp zvr|vDp;S4wV3CbR|8bq|Yn15abujd1Li->ufm2NB<)#i?!107wSR|_Y?ZqbZS1y=_ zkga8>^{#b&eO=YI6Q0-ZO%z6kysH=xuuxgfs14iMUzb zx#H=DCekXDNLs>3Jv9lX`VrElmieZxyE8 z6@n!O5#ZsBw>%eKpD2EN2yuLS8YMPSXAJLHuL9Qbz-q-?R1`j{@9u_Y)j=HZ9q!N( z3ym?>U!Fk23+91tJmgQPe|F{3T zRzV(~jr|AT|AP5`ByZl={o3l8pv(C+{`D^(uCw=7wIj|{>i=QSPAwF~t0Ysg2016$ z*CRee1fV*Lxrcr0WI+73KqORrWPVTbM)6;aEkX!uI((hY*(@od+^>SJ(x899LWudUTG60fsf9DGt><=@rxjX?;^F-umSm+`zmTR(=<2frrf_{Z2@}M>lXpEN+ zRuf+05uy{gg>Zo&P%vQ6%@y*%XNSK55vzxXn>-o_rpK)pN0O-A>%PwN{nB=;?6wD1 z3I-2g-O>Fp+xKQ8j;7L0BNQLPsp-Unu;`G2HU>CC@vDlAwfTM``Na~!!0Ed)H;n;$ItTa zeb0TpPj*W+N#C>U{lNrI;l(z~Rf1FE!fFI`CRr%`Z|AC`cU7McU#CUhG|clA>x6oV zhy;J}Evaxr4f;IvW-HAyrBkA)HDNDXY*%H@hE<}tKphe6{V)LLt`KB za|RsQ4E$SQSDKq07I<@Edf8+g)`KL1PwDC`!IvP6PH+Nb) zI(W0~q}kkkPLM(tzBKVA%`NeOa0#!+i`n4a-@&Dvi+jL2-oe`{vn9c2V#>oYueY2| zWX(HFUkj-mvIsonEU*Rb)cJqqL9R6ei?6Wr8VB#|%slKn08>#%vi25j(ZtnDBkZ>m zO=lLU1N^i&Q8i~NtZRytn`mDbM|q{HCdsD_jB6fFDYotE4f(I_IavvsrSy8f`wLj>3B-XYs*ym+;rkz!7y z03&eOY9qa$*KhMKz0T^TN}zwzn%>}>X|A&rHS{3dN&R9qKw{QuHF85z%lrCAg=&CX z_CE@!#;V`T>@XS3NLt{|NXvfm934QObUSWH(+VPU zbHmgSV|T}XT1L1C$K-DBI9m(C9rTw80sA-8T!5csT0wa+AO>x!Z_86{J{x2D=G#89 zMt{%<9IdcNiKHHNFm33Ri*d#h4Nne^h9g-)f>MD5K|sxcCNd6PWlsJLBLN}TiSw)x zh7PD8NqSyFJy|~?%Jlt~Mu%EXwU!fSI7H{762nSKJB2`7wd{(_;WU$Fpf&_KW4fdR zut-s2Vs;huOZd)J#wo+R+zyJpL1ruFYdg0BzlhJ6A!D-$O50R-rKx{&!?f=Ge4SLH ztg?Dlh>;FH3l110t2G&=C8}?`d})n~p)D7^RkE`5c4;u|>EosAS$U2)FBke}Jv^UC zlVtwB7Mo#CmB7Wrwe3|butuR!QiiUs4kN7!=Zx|7U9Cm&>l#!1G=50=r?r&Y=U8eem7nuiymPtS z>#5^-i9rNx*jo#<$_ka4U?3Dw(%Ae~&U|blZe#YH{+nZG!_{Fh09Pl*=}?u2`BSv; zFdnxev#lvUFCt+(eHvU>f9KiHGK@a2HrM}Gd(*oTY|Eg^Cm3W)Ctaotp&?B}*^yzgi_J zsfsn1UFPsCGSEV45AGB#ZNdT7igzI!PH`VqhMo0P zTIo|6OcWMl351tU<_rLK3~!~Cc3EFWUrx2Sm^eN2e zdp?t^D6PKt^Lve%NEav7rY4KEMswz0euYc>nz(Y9xN?jZEz(yC$&o2k_l=l>p0%A# z67YFhY0yS~^+_;_zc(}qtBN|?QE4*cxd9PtBXWRrevQ=xD=!N$FkZ^=1w&h3$Um62 zS`e6HQd<0Y@gC$Q(1s`e$C&W*rG#hsTaQPRlzG>BzQlH_5>ot5oKkjH6I6i$n9THh zoK}AwoJB`cw=IBi=7{t}4!w6bg-jF=aV$QXq>xb3!&n4L7srxEnVm8kfiw}CD+f*-P6*TfBB&%0S|ye zuJQo&{nT}>ZonaMJB+{Q^~`>(^$1A!P4?^{o=k%LpB70DJWT+gQxe4Xa?_yQ{Hm<}gf==DHSP?;NYW7I z-~h%Nb1NSpaVVC8`h$lx5~vDUFZ)vB*o+ziF_W;HS|L^~Aq~5mrqO2h(H0$GExGKW zvSIbH7pQa~29$L;orT4m028k#Gn^js`~2|U8M0UvrAACJRKCH|jH+bcJf{ppH%NiM zi{d2rN~4yf{3UrGwQrObW^$O(+3p-AkFt1%c(dAI`kk<4Uc-=~4CAXKrr1j5I-j$D zH+Uq|d##*OGV!Z<&Me+8J#OH;orvA@db2J?!gs7R?a9LYHR32~OBzVadD=)zQIUd| z&rguzl@Ja`+kM!k-pTkEtGSh66$}mk<`l`0xy=v*ubNl;F;$@zKJ(px=S$YbJN#}t z;@Kpi!`ysI?PNYv$5G1*#_p;vQ3cZU!hLAc?%#b_Ji1vzEFD%)JKaJQ){-99Vpg%)%FNo!ho zZ2G92czX;rEvt+tMSJYd26tp1CsY$*|5@l(?i17MO>&?JrPX*FZ&OAmvdNI7`ILYiHnVtmX=0F|0(qP|rjZxB8oRJ4zt zynmL{<9ga^d}{(75y4o`!T{p(w{)?n;w_#>DoZmqxj_Ag!Vd7%G?$7>zv6pl?0X9*q(c`|z| zp71wd@6HeXB}x#f{|jyKF0}I1f?K!7#;HqW@LZ9k6^A`hFt8P6C(TiY|EbSP#>c@9 zj~3T-9uWXUg_Hp|5S?nT!|8IzCI?->MgY1qf`VxCsmIJh!eWk*G~8&P9Sn=k`xyRx z3V(VH60|v@AxLJ4F?1TFszC7)Cl5=kwjGmkVpW(jxEK*i_{u8U0y0}1$@=NU(;=3 zG9E|#S}3z2F!@13H-J;Lo|IDKBn0RDxQTsIWEv?!I8U5)Tl1E9xQ3j^@f~ZsyZ}Z8 z$^UYQw#UyOuPBW%3MuSV)z3etZ^AbXuI!mgrwkp+qzD6}YVh2yBr#Yk$wwz@q?zz6 zZ4c+2m;brAuAspMIYS(n_eRRdL#K?WomvV-8?@7%yGp{;QqVS8wDHSsqk++^*_lZZ z5ba$gBXiL+#O}4QuSji8VRDx4bCynEoz%SDbA0u^ceoMauqLO!k`y}m--5%A5>)@t zJi+&tsNjX3=lE=!}3L(IV8NbS&cK z54%?3K=6UYk1GmCwt~HGgy8iEpLCWioho9IN+|bAL?Y78*Y}Iyru$VHo&gcb2s7{t z6674tg-NEd8*G1%^|!Qpjb9?<_n^fXX;kf;>Lw0VkP90m;(PZnF%pUOV}~nXFc@~@ zkK<51{wz3(!Tv6siX8;C0~e;@dGIbwP=0X&ZsLvUbP{()xhhDAQV-vO;e222cV<~d8WL`O8(jN+L*RvzE9uay&vd=mPl?BN#R0+YF24`K z$B-Cm^)^dceYIIEzj78VQRO}HX5)}8B%}uS;qnJ1*Araxi2^^Id83`xE8#m!sK`ID zi6*wc?E6aoy}Mt}?C|!@+}XKIWO9`~Yb_BcX|0+j-oA?ayR|-}XTe&CzRGX;r}xnA z?xm=$lj*=S%6;*sc@CpNQB(m?h_7E?YLC`_TS3?P5B83irGAo@o5h%;*->#JDA2{X z+`6YT>NnKy#00#Knkr%1g{{`xhwcyv5iWwkQn@Fga6|4t2 zBa5=l)CGJl)3#9&RX@olN3yx|oUg5ND0W8f#?v$FF^%@^9Is>kjm4v}DX0kk>cIo> zWs~%J-z{Aqoqr2*iT(GqcBt^nzg$-WP4C{WJ|_2#)LNN+qV|7RQ7NPpknTX) z=xS`Y4Z1Bib0jafnzzq)*I>7_jc`vedK{NnBm%BUsU*+MkYw=bTcTV2^ZZ46 zx4^mmz>n&tACc<e`iQy;71D5oDnhNf%h%FT4x{5}zomHFp%DLGu5WFb1lX(G5uQKAhh^iyB z9GoE{Dy1BLmCkCn$z@tLk7=*KvG*N))Kca zn~%n?11|aNpbR4<`vWhExxA?*Z&kz8c`72JwFI8QnhHPrDZ)t8JhxhXWF{?879t~w zu1u<^(hpf5uJ!djFmXt3$&Z%{pzV|)i4v6)qwLnWP6qVA145is)zl7#8QYQtFemFJ zJlle@MWuK&xAdLKNeYjth5k)6E=)x@5WJ0dN{MrESlZkK5wHXYr*8_rGCd&4@op}U zaQt8mQeNlv<-F(LeO_~M z301!;t$j^r{xFc=%gfx7|7#&;y>zQlR6cs|mC{JgUS694H^1mOc=VJJ<<5ngtqNX< zyH;A3Vc&skVUv#9L;^jHK@b4>+^XQGR;o>-Y!haf~;r1%cl1d)qNEOu+q`RthcKceX0jy5A5Qi5#*B z36;1T{VPagyOOa{=ygP?du>b&%wmW_6P)b?I$xg_g6Sz2^2 zWjs-Ck2^_#{l5C^MC&_A4Z5?H$<{|adEgE-NdcQH+*2H@4g^}!?RFQ0DGV6O1Eq*- z>ZO_3eAjan5fs!}AZG?CqfmjGlEbBoC=?GPt_E%&hRn|{>k$ndCdzKbf>PpM$z!W zP38_=6BcqNhy&bDiWcH$9e;zWkqAqXp?N%hu!2c65=&f|lJ3dP7G2k4%~duu_CBOt zI|mKukQpge3rv^f48D&+HGZOVW;S|-&%Jp(Cfvwu2T=P?+Dc_g~woKSlw6DrA22}(bczouX`k8xLsz%_Irm&>jB{0 zh|PF83vu|H&QWgkQa|Y^Yzwdg-JwHqg=%IaJ_VwH61Tu3fQAwOC@Pg>>pJ!z^L2@r~8;MACsU(FV)XAEj1UXlNZq7$Y{uOV9 zfavYip0U(8Uynac@iU1tH4+1%SqhO{b5Nbi12QK}m%ya`?PwLC#41U#xQ$&wX@n1D z4H_rA{dP}>t@p~P`p*SI1`ic)sp0#c#)v*eV)scyVypb-jC6+~3(lstKLLK12hO&e z-&H4EZGEpzMrF+BMEvfvWg(+m#eVO}8*P_s5qi-`wu(!K08foAccnD}MmYR#4Z*H6 z9e&d#6#U{B@3AJcZkk{>IC1laQDoxA-vYYhC_Tw7W8Ol7lg0!oUiGll<80lrv-<0z3wdV6C}UO{MMe7 zhnwsc$K{J(u#xeOAkmd;&9R%7G~)5jwlvQt(61_(y6+yVVaV|K}SbN04r9{ z>;%$1sGCiS^huVczeO_fIvWo)vEBqcgvPCYRQp55T@sfO2rVR8Wk>XBZS?dI(WMi$ zTW7b~PJr_hGWLb_1ca)?tCY>(UTLKepcm5(MS zy-M<54a^Y@i?Xum9Ns?4&rHzm=KnL_>_WFy%nDoK%&0?KTCGxwX2p>x4);kyfJ3;+ zoOG&b#Z~&`B(moShs8<6kx=}i(S{82NetCYDT#nO%y5RCVGekWl_7F~2y!6ItYf*lH_d_JX*#7hrDIa9IkezBAlm;5WMGNA$uDozL?= z#zjpTms?e2hhd3>rs(f(=GnlW!;z^w>QT&5nDHlrC!*QRNKQH-F5cCF&=|gyhouOI z+c3rBT?czarLhLH>rhna?|h|NH!Ruo5K3FUOdH@9p(AxtovpYziMoM(Kj3p z8o&#zovLk>&ol}$Yjhu;QZ)8Q#N^a7C8b2JBeu<{6z@LAu&Stt`GHiVK-S}p2BDiH z@ZX)1V|io?Y%y%FDDDtDVm4CA+#jBMYjGV<%3u&4yN~xhFS=W=MBGnLHSP!_8z6T7=VYdyN=8t+cehn9oUSHY}asZtq*U&g-Gq(kTHA?1b*C( z$%pS|{5U)g34>t~DbYXjt@+#6IuCmofMCE1^*Blsp?8%` zb;SENlJe8tSx)zBgszwaLiZq@K+d_TpyhBi*)ida+?I&vS?6gv$gqFc^I#m7!{)wX z)Th_(b#Cd$+b5p$=Z$(?pzBP%_W$2^il9En7h5xwE8ZZyxz^t`2s#O15^6l_<@zrk9JMg7EG{qFReGCW(yvhnvh2~AAmjmIq4=FF7}A{ey{D9& zC16HyLD)RrS5JKd*Zwu^1B`WAE2s5hq<&at>kj=0(UeL;(((HTL5CCdV^7baV`LrI z{ssz_5<7x&t~5Sc-iCG#Qgh`=7&Il>FX|a2BY6Nn~Ir*mJVR!z6CvdXH zR0W#KAkCug>^C2al9bg^-{)hU`y4j-Y6>)wK5gip!<;=r&ME|H4v-rP6?qX8qUm$cg)ONdA+gRClSD1k+d3Y7(e7`i5U4oV|^##|9fY(_7}u{Nn`m{r(` zX1f~&JjFOE=`Ede$ZRRG(Im3ipNKr&$z(2%o?uGpAkZ?N2d3#ZV^EEpH{MSh)sW~Qik>A6jlI=_V`y=|9j7CaTl&~ml8pV(&xQHowjNpt`N zA7b!*Q#`&Whwlx!%^ySS#BYWfB@4NW_KAO0>y9U`7{rA>4Uzymp84nhN`?Nns3RzV%u3Vz%@xJHgTcx*}xI zjHb$(iB5ws5}SFBBvsf=!@@8`s}C-o^`o;T*;x}R)>iV>KHMy(y`egFr%XmJUNQ&d z?=+Kb(a-riN<0)rl=IPVYoQ4?ry|UDyNIGZc4%oKdiw_pQBt7YQ?oz75R4h&pgbpk z(hdiHn{sRE<&2gb_10SriO;?`uPtYY4!Y)9qLMsy*J-~%?Ktan4x}Xi9N$$Z81vil zG#`aB63goe{g%F45FfwU13H15<$(1*{I z8h=+-vnF%Q<@eH3M?rC2+Q!p*&|45V85~(8DmQEi{^E>VHePS~!au28yq&1R;cgrX zYn;J)%8w9qL_0VX znO7a~XJ{McW8>~!b2FVN`Rg)zoiOGP5Ud2}>$umbL3vSF1zZC0gKI7*rLJ52;D$cj z(KH&}HsrH)xz?a7i+-f(>)V~0HIy+oZ@saorJ1I63@PZ^9PoBl?tMh8H{PZVO{X^9 zrX;nqWYW4spjPF*a8YTO#FhQth-_3M?m++BBkhX6gRL8{HtUK2#Na`|{cUj{Ja){E z;C?iLiw;T4?{UE`hN~~zj7Q=lp5H=cA{YH0>K=?ht>ZPT%|bN|xBzd_i+=RCdRIkk zCQqP8$NK6R8Agfw9BvcV&J}GE*$lb^Xc#o>A@grVU=pqFXg_!bR28l~b_WgN<%L{I zS^&wI&EFMpW$5imvzJu(17dYLlZ{wAsmJ7EQ7y3|lmb2imi{DHv^r1m1(O?E5)0Le zs7E*5nRe{Q)#1NO$G~by?ebXtL}>!e624|I`nX#QQFs^uh0&@eCt=U|EK%$ zcX7?KF!9z44I0iYOWKb$!<%A0d-8!PRn2G=IvX%HB0xliY}id@-ZABRN_AX_3JI$m z2(mW%8qXfccttWN0sFt~oe!wT#1QctXk=iKJUgVmO1L3+AtGl#$j_w|O6h|AWS7Ni zV;(yk%$vLaQt6iqbqvxi`RLwj|8`wWv-VdMkJ~v-ZJWe#TYL0$qRXJ>*or1`PYVa{ zGJL=1jr@af{Sh0Kl)D7Tce^O0sSI%UIcCK_c;`!&r#9OEK|OpIMf}!?)FKq})W=pu zr?`Sie4{JY@GQI9SbnCq%S}u;NXKr=-LyE^&umi98`YP_mue^JM*Kas6@m8T=KRo5vDUgbi&j(-x&n{T?6SC(9E-(x z_lrbesfHmQ*U0aAMBW`t)~HhRRfe_6<~T}$+$8@#Ue1A_$$Od}zll1h?N2v{wc+U; zj|^OX7BO#aRZdU!UP8{zE_9f`*Lz74MR>^!QfCOd^uHJ{s-_eG*9GF zZ*3-)lW5a8m2-cLaZx&dd}3}19=ubH(2l9J-oxO*9Kd9p*pE+m0Iwts*ROmI1DhA` zOG4Uvn8qax+yu+^u*+((T=wb;)q4Gmx)Pg$~+Yf@5vMFG4_QB~!!Tce#- zO5@72eEu`-=_2#{50o%CZj5R`>0tsY7(oM}NkJ?+r@&tB>NG0@zdqwZKM#aH$ptN~ zQ&bP$XqXK;*?pYlde`2dmp?2=`YdRoiATVrDe)JI!0S{4O+}LPz;yH97^gI~R<87H zN7?Ic>0gjHVVUAX>-~aQFEzeS*y!<*>_MzQkD%!?(tpocRl+id*s_0@yqurgs6(2&5!7SRN`RE63ejjisw0Sp_6WqNkEJpXtuUJ|>!th6fd;Eo3OJ4 zC#qAk$985Xu{Dl=MrcJ7Z>93kxhTNtioxEP!VaD~go2w2OMD-`h45D{lMrn`Q&wv(}CL5~;hx6TT~pkh8duh}Hdf!qC7Bk}lyNnG?vrXJ*kNDnZIRMukBc>@A}Cv4s4q zV3`dtIsmbF>4I1qhfs%~l`tx)E-);`yB2L{>wJrIQ;E1zXnXN5ql$_ss$JnKZYL4v zH*BWYal23P?v5C%GEMXA^A*in1l8Im4XcTwDGp4}v=)b}5&Rbra$fMMCf`7Pp(z3u zr}tbtE1AXa-d*Vd$Ehyd6E6LQ#*Z+(ScScfvA8P>hTF5Nm9WF~$nqAE zH!*O4Mmk*&9f!+@ceAO=1BDup@%?R9#O3TdG;neDp@J_qb{{=Y^$Iy%^;cV%`+oY$ zU+;O2UKYPku$|r0G(PL4{+9jC$2Fso8#i4>n%zb_ySoq9-Sr)hgaHQoU51+_!$%D{ z7r7$X{r=)W?XFb)8|ml$UHggkaEX%va3NL${+1ufovWj~AXTWI#+QBFS#s=fnL?o4 z)?{?_K07}$IO6E1-%Ha_E*6JhHi`7J-iDI0{G~d!h2+c}{K-!$amuJH9CDvxVLkYp zf>fV)q$7~1IWyRsM5GM5j9YZo1p(CK`@L^X^U?=z~M6(s7Bk!=E-ANg6Mh9-}tOfi{s@ci;@!5~p zWNCN!6q9MqB1G!3I~}Zz>81GP=ELv)Y~@z=k9VEv z@ywUcPjqEV1o&rfnsRb=xO#yhYfWy}Eb%+sX;@DpDTUIH+|E|zfzt}l5=wATdEPJ$ zjFUoGrx`UnCQ+X&b~NYC{8haE<0u3HSJNB-h6CB02*gpZj$Gd--sW219 zFjMQJ35b2`B>!ttM>zd;@TIt8AfZV1(~ukC6Vr<%QQAx@>mHUNhj_Cn1gmJ%y|FzE z6eJ8zU$X{o*F9{Y)SR%lI;Z^i*IX5Bs(0iGhi1D=SF*=@}#S6-iD7;^#B<>8i+Uq0GJ#RPwqThD&uX~8a9czV0&Nr zJ9HU2Ch;;$V#Uk#W_Ki1GR=+DJq%$M4HSQP4x%Z`X%)agD+k=vX&@UyszG7F?8lIx zcF-eb1BA?~B0%e+{kg59a!XJ$pZ48G+o7^usm+ZdFA{x%VvKg92odK&sY=p6A6IYA z>+|}I1*2oxuaMKGEZ|rF4Y)zb7KvOluSX=Iq3bUu@{1}C zIH-&dT|s#2uy?#)%edXkL%zHiVM}YCuliQL;s|2|jDw2PtLy8lR;ZJ(7QuCziWw!Q zooxPL3ZB?vt`LhtKd}vG>=^K!`MYJR@?&#*nOLWe8Nq?ZC0Hs1CNZjSG!EC48Dhi) zmWYSWfh$ZoT@*rL0N_xJa&zvy|61sr4l&pX0%W`bJD~q*fiFFVa=#tyoeF{+u_2)9 z(oUi6?{M#Wn;c7Aea2TNb+l@4S_p=FJQlMbF^`HV$|5SO3{$HNYV8IiJx_v{dX> zgVgb(zMiHrXfd~_UyR=7p2llDku*-$bMqWccfJa~1&F}UFO@*7)9u@kp5Tf<1#d6A zVYk_mbeqU74Fo^&{@}A}9t(V|6#O)3bc97UVF+`~bx!FjNQ$4_+ z6wl4^%2+DUpBToxM@gvu!0H!g`LFVEU}-#_Tm|;`_Ui3uMYrcj&uFbPuhU0RTls-b z=1yQ8Eb~Sm14zv6HSy6pX7K-=sBI8$;6AFpwo~f%(*rM78@@iTzqT_dUB_Bh46B!( z5hYsUvwtpWf6mf| zK4H{Np{1kJTxiqxltC2AMDm7YQrK~Eh?cDexf$bkVB)m>TPmYK0vc42kR`vvui-Bc z9GRjeKcu;8P{lrVFdJ8gKm;{?T0}mr4<;xark+Dk3zmu-NCBX1|PphFm97{3k2OP88%&R~GyzPA3Wl^h!UbR)SMO1W! zp&2Z(2B^EqJm5G!{aS7w;8<^FDZ@`}75Dvw))s18V-oi$TpTawZdN=s5)8UoI-K88 zHqMHEZI%O*^YS!%K_qU4tWJxieDP=aqAJW35zO_KKT#k@$6tdJVjJ%G{9c?2QPP(Z zD=ojpy`MbqDw;z}Zq~0vg#b)$W`FOqTg0`UvVJy2 z_NgHH^F#m;c_iQAVN#GAb`s^ zArkeIB(j!(lzF#{crE%ww9vkJUvgH((-b>2oQ0gsGXT5l`*v9d0Z3-*PaLX|ZKg>W%*Y@uMR>Gh#`WA>UB*2{OiMMC-N14p{3mRAYdhT6amFH3`NK$q`IGgb)Ps+ zkK{@r6h;sPAvlcK%cU^|;Mtn$Q zf36!1<$P*3T9^>xf{gPM6HOjk=RiGn=HEM?q<19FUw~3Og_>ut8)wXlDN!&OrP$F< z;W8KAh9~p)hFv1k>dqBp$ic3iL_7Z`@-2`hXlLs?-=#$ejO)gj*?}{yrnlV=JEd~z zC6+Gk6DtYlHX7Sic2cSNPLt3mC$wz$qgEW`OS z3=Y-0Q2igFvtr$kjj52nxqD5Os(gPWfOr@z-ZLuSsHWxEP;R((m?jaF2quE_G^PNd%9G1Ep#})r$kG8)PaxOn)EdSujaL!|0h8Z`+jOg{)12_qJ+Qp~peN`gp^ES6YD=z1L{SRi z0L8a`P*{2|Ic=4b*?*(f-WUpn^Q*)=mP?nrj3bdR5?2Kc^>-1J2$^7b8kd8;u86tU zF%W|SuNZnJH_n}6tg7qL%1~fykQSPmR&J5fQ|2=3W^@E{2Ipryx0E^qZM}IjL-1Y) z1yu@48DtQXF@=?N2=qz!PF1l6X#%uDXgVU1h5(&W1)e4w!WNEm%wTs;QASGP7^ZK3 z)1+{eGKdwOw$vLQgD9Y)TmypzE1*{o{OkJ+_%qJ97zzqXNL(C#jWpQEGyN9~9fuF7 zBx(jzeaAz|lz$03v)9pngye4(gg+DR^7bk$ESwAX`8Z&@RLP=7}C=QfL7bYsq$21pn{r2q9G8gv@7R@jxv?Zh^L7Cpe!hpW4&RQw5lGGKTJvB zQ5_-dC6<*Xg8k!0x7y{D+{Vfzy{r`d82!pgdnxa`iYY8EXU~T<>us7B+Mvid z9fpUhX;sJ??}Cm8hGl(UgR!GWpVa%-(n)QWJ%<8)Y-yJacwOcfNv>yw#uaJ-PO*VGr?nQB zw=J)xIr<+-9OME8u6n2_04jGgex|t*P9pV2bT5)a& z!j7(E#oF8p9izqR4UUpV-@D(p3=j#;j!-@r;t!8*_+A7d*r*j#Q6Umuyw(| zzUvM*JKb#~jSM_YUD40W0ycW=M*l8Ws(mwDIq4(Rx2LPq^AL>_r5eE7|KE_-eJj~> z!NqpsW7`h9imCs-UisINTI7)0MjkfJUo&PLfQ@!rGjl~QoX1UO5L4UdEmo4bQuE`V zC=z_v+)2Q+dnjE_+q3O#JvmG)C&ObiL!7m`;vro&oAWBN-co!;atQf3{SJNB+WDG( zvuw?kX`9Y8d_~(!%qWKJCPQN5poS2V&Ztyapt4ot*#YnNQH=fene>_*k@dSBg6NU4 z_}|Nuu?LMc|JgesN*M==pe^{fV|~ZnC1{2zCxz~z$DHMCTqJ!?<@av-TR)@B9y7tq z@I9AXR-J++s~P{TYsUviL!AvFuns80dwB&0rFs|oAwYtxmIdGF!dm6)c@5HW3?PRZ zsvzOMj_zwpzl_fB#)pPhv-fTM)l)dwu_F9VYX1F-hl8pzv(!9z;IYx1`Jrzdh-wNf`}h~Fo8*4^%^zMNA7 zJ7=;fBVyLJ^#9m82j)zmE?dX8?T&5Rw(%zE*tTtToK8BnZJQmNZ)~H3oA1ulR87_V zhEuicti9KIR^HcZo=@!>ADGq9ze*!q@&rxlxPru^^8xv8ES|xGN9#yXb(L#!Byj%WDPd4 zUxvcpetkC#t~h*ZLD3+CORBR<=3|MI=Cj|32#l3Wy}g|iPNeLL8@Z}=g>gN^K{DS> z)I;PuPiNX9j=@7Z6{Qy6C&#Vz?0>Uh#7ww@jWwg8(|=mvbfkb$sg$6T%e9im6JQ#| zazpL=LzffyaKgbUhI%HNj^peZv0C$<)yNyd!h$enMmr%mm!0p2$j&-=3raG~66-x@ zU^BqNBxjD327%sJN#Dp}76po^%D`O&sVJG^Xodtu1{BtM_w~yx0L5PZW z`yB^m7>f=&60WJo%)b93F$D=6$At^#*4e=JaAcy)834GL6&!cE zDc~}{InGFItn)a`M|0~y?faTKLiZ5DetJ__*I<8Ws*x}(ru#bQCid)?bOmw?9xoHB zJk%0z8z>kOK&u)Rpf;6^C`a^i6Z8(vM)iAjZ;7tH%GMzD+XQ?Ngao^9Y60qHaOxIS zDm&{*(|xMcN`8c7z%3s1BBDE5$7l;5*Xu6tQP_iSL)j4Uu7--LylB8GNp#3FIJ5;3 zqK-58uttAgfcO#xi-tK;C>fl8=BQ!&Wr=)wLO;^0wY!ViiNW#TS1o-_aE1MyT#x5iivb4gW_o$=0A+JpcJfgSt2Fl0PIjLP zF7Ohz!*(`92YnCAtuW%!_=w2exg@dKYCpzp$at&U*q`yH0Ty{8Dd1e!UkiKW%BDxE)Bl|FwHp=kPw|4! zgVaxbCa)ipc2h_srTZtpdlqb5668_N@vc5%fiHsJZ|z`#etLvt!;`xXCuvMTWC*ch zx?HNY<=`E)1sXqF>Mik%3>+4&6z^fOxkb7USf5Uj5i5s7|HN-#M!`w z^xbo{ovMFB9Z@G|170KGsAGz9)?guENabLy?3}Kza|jy-k7da}ZQY&_%M+dgAn=KR zPzI}VaEgLXyVz%{FxLifOA?v7i6z9|FqpW4{JRjy6KLSd;8Ya(@@Ao9kph~=`OspV z*HP3?l`$;yTanb0VbP+c6~8saw2-^o_mAS`_>lDZ>h^`-Gzbd=d6DY3DtYw~GugNV z=B4)S1lvEy6TL6@n#*FMm~DOcexkwM$i1Y;@LsYlhFTDqP-c|s`GM}{u!hK_W+2Oy z^U~HMVt%u%NkkxMfT{;*v7t5Is_-meXyy%d?g$Xan)A0bK`Zqv_|z2$kI_-Q>aH-L zMmsNW6>gQZEgHb%0;LT>#JV0H%nnsbJiZ80TS|2WVN01J){KOB7I|(J;*!JILcsjs zcw0dKP}%L}56=PH{rEs5sT}EveU4foh;Ze{NgWKp{bC8 zTU$p16TNt>C(BqFpIq~5bSqxu7&NI>U$Q5P$aoTC)65Jiq!HK9Q10DB|G5kZI#Do+ zXl=;80#~iXCa`6dN-$mEJYGx0k|zp;Mjf83TPPf?>kokc1lhK$MNmFOWeN^uBt8T< z^H@})@%Ry`J>B1 zSW`Paz$Zm=J_Ej|b>9M~$o}t+1_D(PLxd{9`t@fR9O2>dX!KI0P|Xzr?Gy*i@zh;h zhr?Xi{X)#C2>l`0j;tGDhS;0O=GtRok{K3u4B2GC!MBW3OJwF-(jgv%S2XJgT*7(o zzqKABUrEQR{B3U{X(0r~e=~a2<5J2yOQC?j4?QR^;gXI9al^k8t}t?lYA3jP;gSRV zY>tyYKlA6AjYG^ysLC}>WHZErF|8!1F`6G%=ST8Xgx~hgA}-yLDr35QmAvYJYWDsy z4X6*Oz+nB4ihq~~JChxb!xR7YyZH_o(9H>_ysTi5BXJx!;^56H>=s7>$m=ggV3=PTQiLQAMNE#{f@N~jaq@M!8+tzG+ z&1_7fc%onzY%l&7e8t5$5l@FoZ}jHX(U=7DGTwz@0iTNbIn?EK*I}3Md^a;5tV~K< z07p%WgX+(;9h?csrS;S#uVABU`FFnso{1@zcM5BJpD=^ms*l~UK}|;`_)cb&8cvi7 ziiZ1brjO0(qMzpU6!fLPz#|kJ z_g}fs>Y+bka^HK(V=VTRV?Fh=4fF zjFYWi&CLeui)XJtzE(Yo!~%CRKtEb!2qTlVihyv&VpTM74H;+$!q|UaHuc^oHr556 zpf4brxEo{^e#t^>FgE%0uB`8|<%R{lB#oj<7(I8?f(?lU515FjX&1%A_EmovdVL5H zERsa>xoH~$uVE(O0z;^4AHs|>Q3f*V{3?pkL^xp#s&C-5nlFk%r`i{?cTBy3Ifg7! zpV;0+9nm!c$w&7P$ngp!#yVLnFQX#-*B@o*w2(hcLQc7a$3i&*7(}S^xe0{TXN_y?K(QZbIpqK3F<@hwv8o8OCx5aM|m zpAuk`Yb`pK^w!y^WkGz_-X@o~S(Gaj?Y_gOvgkD^sPOuCL@19OAqWFofbVVx;~Bx0 z{wq~H-5tEq1p%sxP}uar>q=?H%_zxk3)U0ah2UJg>;fFxOonxZZcb)DD9u@C9}>tE zkSvHnmaams7|Rz{1Vkn(`Yvy|uJWha%|5D&t6e!pMw^u}@lcj0h8hsC3AR6ZeB9-# zzD@)Rt=k~iNN}lRPwndK6Ko0Te9FM&9zBZ7EvL8Ht#y(1@z6vHe_fHJGJ+ewGX{lf zA~s>rsbs0Jxl5)X9hRTw3UJtrR@G;Z_VgS+K0>dswNP5!ZeN7KAcNx;*|~9_ad7+S zuJ(2WuzYrdLD#Mpmj(T|Kx)9VMEi0-P4eUXi~n1pr1ZLtoiytoNCt#Lx_*rGnMM{O zkDCcZ`jHy?{vG(*zrfSdB>zN;+~wZi3eQ-$_$7}G-o$^D+j{RlA7mcgWO|hv95h@F z=X8Er8y?kV{vfIVI6Y)WXY-^$rOu0}>`Mv^;$$x0Rb}!%*tnUZlFuM1 zsjC5H-~^=IQ-Iqs%TL`<4@?fb2;U9T5bGkbeMSv3KwBZV|6uNKev#XU4M8?QW%dXy z>wbJ+E}WDUGTb_GEzwea+Sp!o|88VuVZ2wGmf{*&?C-K_O!)CVOMG`|9(B+r8DIO& zCKDK>Vm|*iZ_+0Kf|PHlO;cqOe~pQzZc=qs@3)LMQf?ggKAo)l)*sB*GDcaDqTVEH zz0>U{F2Y=122gU`qRzj01U!2<+YDJIsp~K)kP14-2Y9)EG`4I&ehJ=mT+FfdB?k5r z)i_F9jf_d-LV{Zmv|EIauTxjwnGaG`t?DE}_dYS}H{N8)GnkDRpvRCPXgR*kT%7EF zbNl>spHHKI)8%eF=nFeHI$^e0>;hU^)ua}GtGPaJdH5t?20~z(XCT(Bz8ZZ!8ddIL zvVkPgb4>88;=toPCVNJRcZ9Z2JZd-uCMLer0LV_1&GQD}NQFSUfwp|2q?8ph*pzXu zmN=DAS#}_UKS9l`HyjJ@L@(jnMGHt?w(f_Cx*Z3a!)a0McbW}63~mx-^|)k<3yVOx`jn>mZHPB;GXP4 z526+fs)w@;ouAW)zlx;A=L5tdN|>!8gg)|BSE(}-;PRwOboOZIZ+24y~KlnvdCIdfh;cMDn-j7cUdAbMC08g5>pMOx2ElM{Iv1rW~+WOT;gNy zGSK9k+1M6`y7eRCb!tK9!rF1fZr}GDYjbgsKOAj!1 zmnp+qo~yxR5i^#bl}S{6+9e2oTLpQX$gBcw;#=(yWT~m<*>?A`d12xE)W3#dbFq(` z#VXceF)RS8Utd8suIBfCeq8yTcR0;1VUt$H5kE7Nwhi2-03X7z3-y25iy$=LFO@Wl zZT3DG?sH8NE+|7&k?jMoo1~oVzujD_shjXiC3z;^V7fpQq*_+|);;NNd(o-?am@UG z<)if{i1N1fKF_oxv%~JpjH>*)hQ0q*Rlb>0)`gf0mY*soy;w4{vhe*S`VD3>w^DjK z8UJV-rO2UL8vD9s1-WvZe?;!>RQwfAEm29?*4HW;S~zHTXaVgtdS4` z{5`R(!lghUCZEF)9BNvh3za%p$nksv(<|*cI)2{GG`Sqqc|vu>^7~9e7#4+;!KQ`G z*u-x+Ha=t#56=M!bxDKb9|y6gP>}}HQZ%gazO6S z_F&tA@6?7thT>2tTYnEtcL_vm=xz7B&c@IsXH2lpx|mi6sv%>cc?#f>Er?&IF>|q1 zg&IvM`@>V#bfX&OQIk;`*m0+)w{5VxxfQ?H%$7aOdf7LZ=2Q(P;08`MLr5Ykkv9(Y zMXJFlgT4c1lj*0a_kBjwlVUdEaGvFiz@?ZjYqBb=4QtV`^I^LKA#&Ps@!__?T6s6i zapW96K#X%dKim_dzxT}o2n;QWSYw3Dnjxkr)>-TaF=`+vQQOUS*Y@Bn>9y zd(K~=*Hs7kVi9mtnGv$pG=B#+e63yk`E!yrU-AcpI!40$7u$@%1MSEoh}9PXGIRi( zT@|EOtSCUZ6I}Eb{n?UqqF4+l55LC0irn=VjGfNwv!3e<@8hvda^nbI*3af<8>33U z>dXC>#r>LAiJ^H+jXCDfF;wQZVPR@GE1a<~h(|ouvYS(T#7P3ypOOC*nNq*YfI0Og zGnI{ztzD5na878{N>2QzIaajGnqPGgqv_K~PiJmKeIg5Lm}D?bd_e(XnQN0F1hhC$ z;AqQ{iJ${Tn$k^YV1h3}ary{2q-hAkI&r|`tEAKfAfGv*^2IQ4;do((x6Bn9p`8yN zjaLgPr!1lwLL&7x1t!o$!+xv9t$zkmX#KMgx6|T+w?2kjTNHJ0!ZQR{)H5RvbsRk9 z+ofNkhw(JG+*{r5`D~KmW{mKlbi+q?Jyrd228oEw18s*Bs&Np5_3lg_RsaUI2*6Ys z^gcPs_erx*(TkTAX*2Mt!V0{cP;rRznh2&T9F6NKr~l_GZ0h;!Ii8C~M*Oy~yy&xP z1MP-01)LvOS>vA2T;0i0R2@QAc%EcQmEGf=X2jl z`WkgVwY<>S9&-fs^UnX{=P^Hs6576oeuAP98fUf&ozyE~V|wA>>IGsL6u;T{0Ua@yFa7AB z$+*a?*y$6Toe^YD0b%V9m+~Fqh$uIsH9uf@(uSfvIrlu2x)B#D)IJv#+=N0hELZ7v zdx1+2;`joT12p!*4xQsow84MEkl!k(;JaioXmX^tN5l0&{0%o=h%|kh= z+29UTK7i7`T~6)hS<{ax`^codZkK2C-u`HVezWmrfgw*&<8yJ<%{2YW5U)QN*U?Ji zi8nX(x0I$38V*u`e@6PSQ80ly0(t+|KsesxyG2pI^xm&vRP%3yPL4&T+?DrjL%ad^ zk@k@>kWR{@;Ce~{l>9@o9IrJQAzHq+mvlv64A$FeFmYBoIR-I8B*vdH+HQiNjpmkplyvXlUSu&5A?XKcxIdWU8Dqbev zOa5N;*x|LnRxmlk77;80Yv=LtV}twEdfCc{3yH~hx4#5?0!z>D7Xc-eqGb!Y`b_EK zEq8P;sRdQJ%G3i@cMe}q4q*(D$=Fm7D;1pw-mJhhIeK4hUmETjvf2fs+;Cj}r`;%( zLSe=n5$t^#sFizkgvtcZo090oHO1acGA!yMMi19h)l9px)c{|iB&%(|y=)Q%tW@p| zwx?O)$+Gdk97DUeGIBV(%(L6fJ`ZnyOKt4zAYED|epvd-1{0G-f^%B+vNY>m~JMl|UW@SVf9p0$XMq zFx zlt~-{EV3b-a`|mpg40ixWN*Sa3|o@NI0?hlz#nM&Wii>J=<3cn1ihZ`X%mxO$amlI zXa9GN@3zT9W-{@{?S;M8){P9AQYc`-2!Po_llj(rI~Si6_+zM}3t$c>gn z#$s0fGA(-^W98iT_T@;|zW^L*a+q2#ZWBEjp( z;=?~Wd6z)>Bz@(So;A)cCKtv$A%22fkUEj2wGM6XT}Qt&&2@&OPP2b$YmO(rw!~V8 zwA?RbXF{8=`Gf;RxwSj3f>>dMOKw*t9m_dt;y?EJ#1)z?Z*jR1HWg>^&;HF^;rBYd zqhl(?*5DX4mO=@)?K}Ige9&Dxu)dBQ%5gAdet^1AwEf)Uy@Pw$C)$`Tk=dvCQ>==s zl`I?uv)8H?c?Gg~Z#CE{hB4^q?9`6cgpE`RMhF%zi#S{Y0VmTm95z>!EQHLU9w~d% zhgF|#m}4jddPGu$0EI6Zs$^0~|Eu?9nCXZhXQ7eT2QpO;v&P_Rmt$Gx^{?|Me+Pyf z91yJcBhIuX4mSNF3v#8&xBLfmLXik|7e<%Ub{(E|6ds^XMsw%{9hk{9+tqz;CkIPN z%lBZo(0O6IHXD%n8yG@x)IYcSpHic*E011u&Cd7i-dB8^ey>dt266NoYfNl0MQh+g z>a|d>P)hu${j@|w(0%b#L{5WG^wlq{LYg~P0#`;$)@5$3L5x&H(C|3Eg=n@MJtphl z1+)~i0#^q94wlys#q3#qP-lsG{4UP@`H+Jv$i!{lyD#gv&@&}F(j4rIW}EeJ#$}2h zf0^Q+wEq^~Qg7A)!;2%*_7iF5iGB;?uaBT{;mc(W*#40~Z2?)3^LtPQ?`7S_*gxWc z+a0gbsM)TDz)!=7CG0O%{C#$d3X<+^C9${+dEMbnB&t;e@NrJ%bZlTxw7#Jk6+=O+ z0rte9ftAE$x72#m)zg2t49wSnckWsM_adaUMW|K#n5;P9T=C&z>qCh1?6C+>(IwQ` z_izU@p7(ehpc|o~#?zWai?MMiDDK|2<_x;89(K`iGU~_(qe3kEnAzN6dhwz%oQvF4 zBE3`l!POJX7U2@)9F_x|FH*Lby8U=dzp_5_EpS42pzF26595O zCe!{o%-}0=UhTS(8L>0^%lrIqw}-}uTbg(Ow;{jN*Ad7jWCeff@r7O6$eoQ3L)y<` zIqp$5w5Dm@F;O3OsD#OXX)98a9?OMoobUzR2sV0Q@is`cujVlCH)j!@?&lS=ahDEV zJ~~gHF5kY)8?E1E9T&9(_F)E>0gHkwjuQd1vG#cN9aUeQ`4{0x&zPLwVIN)pWV_ZH z{*0^LA299j)L|`Kskwx&kALRZJJxL`Yr-hD818KaTEZT~yn#HJd%zpF!C8O*W$ih% zK@!{1i4s2Tx~=x6dyQf(2`QfeL;@MyK-8!_*0jKSEzaI#atG?R>-}eC{qKTDH7hC) zR~!UHI$<+?4E^;a6C>IC?P(W;(+;n0jBRt>dJD+4(S+wv76pI)`dh-NYvb$8S`fW= zj$cZ(0lWb^ZU5UA^F3~K5ZR*wet*3ax}aZk1=l)+upDIXPsi@@XA{3NFix-V3!t|~ zWe7E%I6e*MoXgc*--t&T4*EPYO=BHYeVfL8=hC+9w>sj81lG-GkZlBG+fxhgPO_x( z)^F552aaO&4B1o3gHVV=(1+=mx5y)~n9{F}OOQI!qkHnR0H0rgg*C=PYrLc9bWveX4x6p=^WgTN-g~Fvv*)Plm57^$#WYxE6$ItqFP)qW=d{(=Us_7Ob&ftBk(85Ly^tFA=Arh{nI71UZwG z;__QcY+=FBVmWk#5+Fy?9_UMfSYGmXvthVhmab58VMz|*b*vD=4YK%+KAgz;kY)vk zvil>n{%l*z$6HlLQ_#7A%+;sHBj;g;6d$*IE)j91F_xElr|u(=uaH_f%x{b!Fui)z zK;G=2KWA;XzZ=dguBAE`t^7WG?`e%7_$*Y6XcxjD5VrE$<7<`bg zmhk39icu;Gp+jt#yh*G$i*?BO3DcUW6;`-D6e@GgGx~6L)VGcNAE%Bi-f<*t4)_gH zsuR2ywTKjvg-cKf1vtE$fPX>!?|xIA>nPcK({ALvKRvaUCl!$qQT~I$ zA}1UPGS!OU75O#UN7fM3Nw{dZQsAz9M8-`$Sx z{r!+at2ZGcHqd@*(e8(r*2twobWupIi#`u%%4?1}>y|nltoIUU&auyT zy4mcpn*?fnb5l~4_}8n6i}Ha+x;zDs-WSgG7+l?my~1-yf|u_G%Jb3wX*aX-@2RsK zMyHAOKbPnrsH~x0kLQkmd`FbmFOH-`3h7}ijdH$$L=#9_TtME7l7k_)eyQwzquXQ9 zl;{LA-m5Fo4o4~g&PTIUd!m0;h+xC^LpJ_Y+=CF6o{u)g%w*yAuU6ZmONlq3gP{)a zoF2pg1D_?9GvV4J&Bmzgh(*CstWK6Q6&Z9nKRUu$r?*~kmXG5LwFMDXB9eVd*H-rb z=A2Ni2(+Kg(UvvgIaOzbqF}nx5DeGJR|9^*N^50-s3pmgL$ZOoImwWIC$M0X!D8lP zswb8}VBo2+n=Hpso$cKN!z@=pE)b|$!%@=+>ELl|{hrn-lnfeBaa-(hI3Gk+<{|N= z#cDvP{!(LY-~dvJlnW7X99Bt!uRN7;Cq_#r{vfRuQ?5oLr?LXy2I`*Q4UfT($?+lU zwYTbdDWy~bQO$fZem3!%2*d)q6qU zP(0;qrX=MW^rE)@DYKEA=MaZRN)Z(`P^A{opjA&`lxNvma^dy!`PFfgc~%d=!GALU z2hf|b%k-C|QvHyt>c)CNt9k{+{!ki3CyR{P4d)*2ev6v`qK8LC7(knd!i2^A*(dOI_H%rT2QW)vpq#PabA zP1;n}w8_pzBG9ky5q#vxDZ*g%)ju|liVM%)RfXUADY6w=9%XRZJZ2r4q1LFBXzr$Q z7o&$JyA&v;wE1!rcTf`B=`}vh!=}>Kes{E9*qnF(?F=^>D>ou6sRUk?8IR93LC`!%&NkFeCeOaJ-q@i1)R-JFUm zq1VfA%bOR1pq2T|799TqO9&$j9o%2*tFvIG8NNm#j{!I?cVl+C(}cUQ`FA&o4#(k5 znR;p-*311@Qb~ES z&x~V^;`7o|YxFuJd&)>(2X&&gKVvJ@c27IYVmkRqXJ@A#%lwTE`OFfFljfSg;l4-X z@!uL;3Vp4E>LtZ?{3|bScq`O#J^Co6ZRT!BEX%BJAWo0_%N|>VSJwb;s7cy!%w2#o z@YWgj7Y`9yv>VlVfx~y00*gDD2r;NyBXy8!p%pu?ay)*|&nw(i|13qhjsC-@_DX=6 znHSyaq%P z)Y-3J*$qV_k~?0J8X8A5iy{~HH+fNEn-U!p8z-L&T^Itk4*#cfz z*lOAh%_2jcvxr`Umj>X&&$$8-C-&!Q4K8>g(;r-Ks?EW&*Lx=TXh7i2H~KL(o6~N9 z`K%9RAXoEjzJde-1bqfm;Xe>&z9RQtzW2<2$9u;g3DkW1M$&)glg4l~QJknJqr!^; zs_3+fia{BB-{n7RKE4hYuU!?uii@z$0qRlh4Y9V*6Ys<(+T+9nS)`~w{fi?>M;Up@ z<@ndSj(3XVzLZ1#wfJ#-hc4s5vSIC%Un3X~tkm{#!gR}yf3QMb%_5ss6>Blqu!S42 zsc=gM_pwSMhIJeos`1?3)&ji0ertI6$Jy)b_y651EVmmBH?}-fj~*&hDYUH@M%A(g z(hioIF~g~5=&T}BBp-t~htpaV1Eh`F`~wUp$3L6HiC4B>CUdlsS>f|N8h{o3st zd%3Mi2)SoWf#}x3yU}go<^1`WI2T1AH`igKtj;{gEX-&OC3i+zWL*6hn7nA8qFl~T z0S1n&NyF?46Gh3-w#ck?_?|(&ZqHL|)-&P}@c7Z^8j6Br3!@UYEBb@q8D`HSC*Nzi z;E&8GvkFhj>Vua%ic`lNaqZ~S6qfO&Ry|j)WvP%5A+0QV$s6KRydJWD2mSSaJTn$| zlHr(ZDAu0goxRx(Q)$3!uId92ifo`g1go4 zmoRc@GkP4*7|%eUBw6q^oPWKXL6zayHb)0}?f<;QZoW2J>UGn3LKv;!4W|hOJCskF zM_|_}W3(3@Eb=#*9)i+^e7cjnzMr>#uNWdZW2`~~seD4`RCxLMk1C;dcE+H~^p#M3 zg7pXC!RUnNE0V73spj6%Nt$%<<8v=5&Dnle_Iyevm;KJmQ+%tPjzectwN!({rT6)Z zMR{s6r1LuG2@wg(kO7I-40Gvf$~m7wUTn3{J>2>`6V}23J$-6xY0TDNYuJn;`q8Z+ z;0^HsBNYZMQ>_2qX=z@|CI3-U+qVx7MN@W|=!&nQv#)^Igb+>4JI-zBMEifrrRg(Zo= zzD60BjR(VdBs4*!k&^*y$;7#!C=3L!i*B&?#(`?lWkEXw0e>R2gCPnXxEUt+eF4_4 z$6qkdAas?e%qATCSO_6SVym7^eWK(1WZvj173wHL6SD@~*xu3!V3kU#sj0sFkMG*X zNWf$gB-&eZjH-EENH(&>7_dKxQ`R|GF-ikRer~@K$@xGY6GLUa>QkR24m*Zg9k#3eL^V1o}L&{e2sXc-pWfWue4zS|ZVyV9Irv-P^JxR5xYMDTPY zGzf+;2lkD2AiIJ?A&`LK_A_Hv45q3$MiG~kp|x5ASJjBQSj$AJ-5@m@V?pZJN=$==eL$qX%MWziKsyIZXo@4 zLn?$yD$XE-XO%3e1H=HS%4WMY0>r=cPNhLzU~YXP1_em<`AikOUkj66p1-d`2TglE zJ72l~d3&`8yn%DlFPY9LeLU{;3|M;saC%q8*eW}QCUMeOT!x$4D^HHHSUrBmJ|MVk z!%Z*H5*CMRQOu@MtEe+zv3rTI+8gnFshOTH*mEk4Wo(aFh%TXK%5Jx1exqaR)P&1n zv8(M>;;aDyPyIqlLFh|2P4`se8Ytp6h&`=4W4*S&V9VqRrRlEWPT9ruiNQO;m*y(( zQQaynn02qxwUEWd@yY1;c|zh~*IcA=cqL2A3gJAi+<>@l`X0{Y$L?yIhaF06@L_qK znmK*Ebsx-S@(t$N>4ZhZQ8Qu1tYtoCj)T8{p5c=0b7fgB!xvoq`*>sp#ltRBBV*`w zpW2yjp6!Fr%za&XlVJiJOS0V{IhzCk9a$#kN<;ABJD?ztpaHk7U~Xto$t}{e^_dbW;1^md+8n8ede^(JAX|G{j6Y(%i0poa+w~Z z$@6yZbDiJKg~+u! zl=fHihf%fHk_XHFUAU4%#{D>fzA-YVYT#%>LnveJZGr_&x@b^Fi{uKr{7@h;wT(bL z2N0Ypf~AC zr1XTzUSuRWnQ|0_^9T}^uEZ$L+{$5Xz=sWgB>as`*}Jw%<#C$?62(ZH%UF5P&#U}) zkE%9us4>;YI)%Y_KQDS|6k^hbkRleRN)XLoRBwL-)TwV`YI`Ch1(|=o<`lg~WFk(j zv5rdL_CY4J2%lRTwVLU#BG5IF$wo^ICmMfF*7kIjv-;rQmPeOT&SrL5t`yWvHo|<< zRdtM4jcZ;;@$+#~uafsnwN~AUquLP3;y^9AQ>wRJul;tnmk&?xGBcd6|90b)@vGy$ zbLB1YpC(Z-q zHTZ)$n^lL1kVjHZNcsp@G&f;_NS!3n1F!_aL7+7zDg3Jr_4@IMSex_jfvrW1EL#zo zNDkT8rRI@5fgdd&0s$gOVP307l4u!;6e_W$!X83EvAwP>2MA&DsY!z zwcgK<3QctZwGVlu<%4k1aVzpM-cKeB^Gr&G3fq>nm{ z#w0m9gRZ}P3^{%C@^wBuopEq#a=Z*%@^n8PlwaMRjyuFs9*dT0Ng=u?Hy)`RcfOU^ zr%=DRmf-+VF8+?B`9vERUn}uD8Et0JW@7d~+6L2dH~ZEhMdoI@+QI)>9TSNNhpq7E zlNR}Rr90csJr?&R_lN6sDWzEo6Y^Zu1Tk|87!tCGluNyAdh#n?k&dB&XCkG?mO<9@ z^cach+cLZrV?nv*Og0=vNA~%im&<5&zgQkJL3T1_t&xCwQg!JIRE>=OPV4!$Jz0;O z(+<9wgJ&4-pg!d$?VqvHKFLJQ@p_S_s;a4NwsV_rcUE%ywzIMFuNYRqA37jRGL!=3 z&c-nwxFiKy4`Ng3Fn?{x?hQ)fZob7;G+1~N%EUNF`4EUv)-LT0CVfViYpa1uP-2sryF)(G?zpJnSQ$A zUpICvesN_cEUYDKG&~!P!YFZ^zFcqem>N+a9BJ@gA+$r5(C5nm1=vv=gZkouf~u#_ zteIrRWAZZg*F^z!-<2kZVRyEgU&h=H8a(Pho>j z+~44A{4(~IFTvw-OH8=p(iBO*RG1<5nPfbIh|qra^CQ8wUHxp)x37h}dja=+eO9AkZfUPOyWpjdg&#eN+FgE1@== z|H>Y2%Wm}#A(8<`^C5a=xt$`*zMJXSa)T*dU`R-yLSUjef|x-Ki%JL!o3+7G zjQ>J_rTCegNFfF$!%DMXW#;DQ;a2^)?*Gw4wEa&L+2)bof6G8X({1I=|M)6}N)4#7 zbnxM0dKevxZ!wx{G8)ybG!(@qn9=SasYahUDey89qQY}LM^G_GK!kHLJ&V&j0;5hG z@Oj%ZVwa6@YA1!KwHr93g4w$HOc6=$BUQx6@NE+B|l_|Yk>hE9T2@Mb>#dEtieqp!ZSZ$v8`h1 z;HZk>L|C#g^eQ=Tt3j^y_1ymSN{ez!^ERmadiVxAar+-NhElsk<8yOo`9ubmR_dbu8 z4A!1_$-qCNEzE{7SW_P7`W}qiS1wrisktkWnoc3XuxL>Zy>H@dnQqzY{E;nzp}$gO zREf{Ks>~h5djw$?gM~tB-vljM@#yluU(a5!ptooBI5H{i-Uzz_kzw})j`d5n`coP_ z4O2}goa(x!C_(EIE-wqPX-V6k`l}9m6@Bk0Jt%dBC#2%pc^W9vet=ICZ{P!5m4l4OZ@63 zv@d0y4oqT4^>NOBRoSFEZQOakxNCT@JD10VBh>PEKUon%i9L;HK!wz{(`j%We`G2a5r;ZZPb)W5TO%U(%BM8gn%qL&)=4(HcRf>4 zs>+GP{h*F4@%3Kz_*Kr-7Vqp0519-$i?3)8Lp!_3e;}8hZsgCycB8XV=E}>C5DB*2 zp0TJIQ2(P{w)@B$q%0qC|C~JU?eX#;_N$77bMs@{egu4Q?ow>Q+k!kw!Mw#W_g-cV z>Thxf8iq=c{>(^ITuzXV0jBOc13o9*XP)G?s26x`_Vd%W)NJWuty-9kCi%V9*4PQW!W0f;(-`kw#b7jC=5q#_J z`dgK{KJdrs;K!p|}V$W2U#BP{a)Vv#^I315{*pY_d=I8?^eu$-oq~#gMe(n60N9aU)B`!6VdG zsS4Bj5-2hsq|?%PsFs_)fs5N<14i-+N%kBokU~<=l7?dA$+E3N`!!d&-sz8$B?Z1G zCuiNxPv@oW*zW~$yqmRoNfh02EDr<26fEgcHReL z;8|Th7kZOTF(>dS^R^tAgu^MHca`@Yp=6PXJ1efk71H5byG7BxcSoj-vigau5S|;k zx~g@}a!r-zcNY=x9)WG->jaYBVsb``N`aS5SKmHB%WPLE{=C{bnoRgFw+bWUx~t<} z&W*|M&Fk*c9DxLN^=K+{P+Z~XankoMi|2p+vb-!wV!BMcWoOnr`H#D)m|V8nPi8VE z3E2L@ThQf-L74`3I>>dLS3TZWr*JeQwP&XnUsLg>v6;)GH{os;O&O>^0SJ(Zs_*sW z569mPUbGRgMOkOF+y{;3heG3XWbLLW6{nl`&8w+=<#4Lj!eS~hxj@2iedddE8gt;N z0W9ZN87eEkYA$AO`Is(|CFH{pLBfldd)YfBeQQ_Pw!iyT7znYtk zT)+B5O-``*nRWN;Nf@Gk4F(#gzPk%~&EQNH08&f+57b*ax!IQ+yN)}1KWpSXQ^ZRO zROq@y0i+DXQ+rb_s_??0W&Y8|h4eS1>HPafD&dp?cT@o;^*9E$YJ5#7cer$IqFB52(_s-Cn+5R7=w7JEQ4TH;9rP& z?BZflp@h8dk>Lh+m36 zFep!;_3<;$f4(I+{0#N5gHK?}sV860h^)tJdb(PxDL$_NFr`+wy)to=&t=E)zMFz< zzwv7%8CoKe}8V^r0t}_lh+6gJ@ zNEHwgfw9A{OMDzO$D@+b^wqzo<*{W(B@zS74e(&(;!pQsPjB?v>n{OyQ$vsS>op3H z5_IGZdL1ysmVC8o|FI4aXXnRkDN@n2MSRi1Fx1AGR$t9mfIWZ!bS=mwDeCd}ySs_j zr3`3Ax$+)vg9K06&SiHVmQIibJG#mIc`UE3Xk|q+poq6Psj7a47lmhWr35V}XJ4!D zb~wdl4i^M!Di*8&S7?^^@^keqUgKvc7;o)KPNzV+ZAV6G#d-fDa?(b->v`q8_&Rw_o3sxE*9R_h@Oh%7vk8}$vece;hsOcTl zk9a=MX#pA>tob?b>R;@cgfuO|T^4IaMw*CRp~E!uX6KFH<|Tb|XR~ zqB8%OM30gh{m3=2iO-SQS#k`TI$io#$#u1(?LnragVLyXEe2yH{#u*`q1#nHq}9Y4Gh z_;!;=T!@$ENxwhr;VnT8X#h3Hshs5>H`5Zw1x_alm8i(M`t+ znFd}n(K}pAFG@7zh=CzXK&&$iPB0j&jltgDFg;}2tAQ0i{^u|IDB=^%9-P+&Xuk1PQRDey8}XulG?RK zN~gZ2Qdtu-6z~w22}aO_6!6BMh#_exV3d~lQ9%;U-wy?1(QQZWH44OY?2~$RpC{@3 z3Rt`ll|_mqlDzuLf7n74?}nys=i_k_E?~GpL>=Mvw23Di3oWFC-}Wi6XSII9hXt&J zfR63uw~lvGLi;o%n)%#stzNS7wd{fc+3@XgQ1$_ZZNM@bzx4v9S~dXM9^dD5K_rGY z2&vS}(;nMT7Hf*n9G|s#9)Sn}4o4?Tm-B;OUHcoL#2x(1Tj=2J@~XBgb-&%d8KQH) zUW;-$u2UmpICcncX6)KPv(@#}H!O4SbGgC3Idi8e4)>P9Y1GtRdoH#HY+Lh3=l3uN zu%QIYv)IF_65ZFd)cnsB5=X#7YCh z%cn)J>1A|oz_DUKv+kz9^fl6I?*edLeDo|uE)-s=9z+NVZ`(6KHshTv*Q$*aVP_dd z^fuG1$mVDV*zTG5{|cwp5>llzeZf@;Bc%snn`Y4KS{=>s>RtbJG-Mo(oqc#u&4h94 z8Y8?HhRKPbC2-o0h&;2!{<7#j?m_+o+^ls9nN_k3!FeFJGrW>KHD!=C$d(gv{Z=__ zRA*{r8HOEaFt=_6L)=(c2{5WF#>cnY+f)Dj^i}%{y>RxOpI=;ET_1|!OL9JcB&(qX z17`1bkErl)y~TENRdvAluz(`psG}*Cw_`)yKVdSRY4jhHEYRr$VAQE^_}^VjUN#5y z&+MvyB_Fv?o8Olk#Qd~)q}9fPfau|mX)`+XOea}$xX2r?kTBh#pODxO&AV^&e zijOGUK#t(-W-&o^1W#-h(`=t^9MdS5rN@fDRkmL2DwV3sLtXUgvTb`pcT%eFG@K7c zB%g>#4qPC-Ar_%58NRQ_OWn0Rc3yk^p?TlZXb1zy;=sY0BA`F}g#{ee24J52D{Vk+ zwaGqNAs?c?vnQczQ@Aw)?l{W{k?n4l|=%js2 zsC~WaVut?NRGg z#~7u#&`Et)LYyaoraumyP*bX=#?hT-upHOjZ;SGmf)iJ)3QLYbG=NKsVIWvI43Lw% zt2N!BXCH1sNQM5G(5@}=vfx)PLjl7E8)T%=9ayMb)tE14)7_nXOvCi5z0h@MyUQ!r zEpTWljjpFc6}s7_>WEi_=I2SU^_)(ij#=dml6EDAkBQ^ZBSXu#y{|AicM991Dn`XM z6G&94)z^eS$DwTC;of=-S@OX_c>`}-N6C^FcogLc%gr!lmZj@9H}vv=u3&dhW`k(dUPg zgyTlOS_F;?dfZsWP_8zmir9(yeYZU3tih-0BzRM=^>19|JVK7wQ0T&CjGvCzGtI%qjjx zKZ=M)n{LYyM>BZOoUNxWqTv|9&L%a(X+Q4xI3V`heEk|($jcjvKeRKDZ8zy(fpSGW ztI(*`tMdXB6X~jhBIF_qeAg|U%L`GrHqj)}&Z&7`yldy6Grq=>oaToU1(8eb@P>}# zIF6|q7I6i&-Bk66P$3ek|D^Z!@HoiAzoG6m_8ESKrI4$gn3;W(O}b%Ov-^_!TLy1j zDX%)ukXtT^ww}DAVDwkKEY!usgxPPqg+*87WgtjR7{5h-vNz3Dl-7)&yY6n1n0%J5 zX=y^xSc#}0%(cCE2z{U~WWG~eV$gA8fwO^-0n?r_I|ENZa)3=iqiHzXuq-&p9IGsb z^I$m5QnH4&+iJ6ol6;YiLCr%>_g;-@s*Y1U4!4>NSBPE_J43saDLXf+uC4Cm9KW)= zhDWy3#ypd;gt0rOn3;o9>KTNJ7H1GmIAWv-w?wS_x^=w)kxa5?KtuqF-$SXCYNWvR zu5AU*f?gyd%@AJv=JKDxKh9o%KAX`x{SQMYIJQqTj~GjNZ&i)D3UYMyANlZISVgj! zJWAcAn|3sh2jw#|Ox+>GNBSAS$;*?=W0>-P*D+5P`#2AFPFneILX;bq8hj^>g1$>8 z`!m;^JY+ZwGpP%0;Nmcd{)9E&H-;e*PR#1mxe6IH@{U3?Ti(Azpza~vY0IXR80bmM z-kp28M5<_b^bkU(`b|tX60EFdOhC_tAd^6He1@10b1Dwfh#|qsr~EJxBOuuQgXY&9 ziI4LlUL3{?!G2FtUDXcQxffr7nyE37LV|5-+E;qu{4*f+y6wYz z9X@0p0CWR@ZcEl-&%l18qN$-SZxrqc^Z~IM2Nhu`6@khBNF)+_`|}Cg3=P(QPii-3 zZ`4dT)G|yo{oX!qs88>1_)K*McmQUn`Pi^&U!P$3l_DMbvc1T39Lt(D@RJ}L3258( zlA|^G`cVdH;bo2rp!n!k$bI~sU~T{9=AG!9GxZSGxUX=5B_d~o zW`cXY=>4{~cypbtk%>Q%-d4T=OzLWCLfSczc%EVXKCY3Bk8OBg22_FdCbyOAs=FF; ztQv!q^7F7e-%MRLl~rjM_AQyib_snAx44Ed4l+C5Mw)k5eY7RM%g3U4%*8$Ch~fyXd?$OX$Po$wELY5@yb*94x907^8?OpKqKJ>8-!DzR$CkJ)(-!4dWa^dm$pFe@-A1@;4cbg57Q9TwD`$n3e&9 zn#g&}F$6<|c{R&EugiNv#Y-2}PBWoi)GJ=UJNloNzG{t#l9j2c$l*|7knp3zA}iAd z^}Mgxjr&(Y18_xb_69=j_)TJtt019nADQ+ShA5C46|9VzD`zbQ>zP!ZESoMD=?V7QC_P*IqEhk=L;;N@JeYA{mSrAX#7)Xe z$~F3DXgM#zwMekxQeaCWg#EBox{yB2l<6jQFI12pDW62K1-8*z+o?+z@B3JYzO{vb zeryxOs3UhT#?UkT!v|}_G+hgWX#Ez2U5j8v4mpkeDaf|(_q&(imFME_ba1?%UkXOY z-#>*`PPjs%iXvoFDkRSlW>tGA-*2vGKadj7d@ru?TP!s>Bz=od^Q)0#tBJI~?3(R@ zl8H1+!pqjf62tpnX;w{SZhxc`E;Lp6sEyq0x(16VGl?>bAn03L>q<2E6C+kb0VIx>Nqg!p(oZj4L9Y=&6$a+oI zC@AG_WfMgaz^UebvQ9Y8QYGejB!@qBV66A?{y|9RmY==)Ts`YZ!UYM5kT0X>- zFXU#~NH|mCR&c#7>G#RV;L+dy`pK-)0-IHe{qS>#gjd_S22bEp@!O`trM8RT6~yA;OsAopE${O;R%=5HVwae6S&AdRE#|8j zM7m-VI3lSjZy^P;-J8b#uYq+Ovvw?;-vfhz%w2eXKg^h+1oHbff9|HO8f5yA+(!i& zRSmNZ2h$8930d(NhfA!x3a!XfoGB;9)%sh;n|P2gLAwh5@4rFx?qp$?L(*_4uUd)u#D39X*>}v6%P=&Y6}m1jqL|O}zks z?9w|tN6^QJ1s;#%N41Y`+T_!CvtH7O3%_yEWEq~Z_spfI<*bY|^6b|4wHqJZ92TjU z-9hkh#JT9t_3E!ZWPwc&BjcqHwd5B$yYcJ>J#a?fDEbzPn|188E3|?E+`I44c6sN&ak*X2KLJxvuUkOj+2-o?K{I@4XvPnZYe(+Hfr zl2?J(RuM)-_#mPUP`~`ZrsM*`Z7fqElXPoH$w6ZH9V>+@a$nu;Y}P+NCD%*!4?gz* zenQkC#R`05MTziVK7Nn2pzi8BfS?!<0x>)$)c373?|uQa>?pyNQ( zq6-Rt&Ko+wh58I-^n{Y9gPA)>wwo&aw)1yl^crg_5R~n2ye&Bhg}l^0#9=U#p)?2r zBQNtRIz}OhAo4`wN<3{69;^Sl7-~8Cy27)hFpJ5@$NczxmO`V#<8qn+#=Ax&0qzim`G%S-u`et$JPRs{TEQvc1VFRdhp2r?wF<>I_1eCJmcgMlq+ zOxz!yuSt2$KS-t;&$p+i&DzV1Tb+vso9BZ|B`tytW-nQaK?Ya9wEwh{lr?{V4NNwtepqI{7NjNj|EcK??C zy~4R#g`;=%{GmYjgM=SEg!bc3azP>0$|Wisq$5)C^-Vw;IC=3BbQu9l*Z;E|a<k_8k^w;2yP)I;P~^XJ@uK zvl~OgGhXDr;1Wc}NCUZx(&(To_kI|LjVKBw{`(VSd#9StsB1Bz5Xbm>o5^j)E3$`1 z+3vZIIzU-_bCld`*VsW}vsZm&Sp)BkP2Wj!5h^3iC}nISv6Ui#_cVL$iS+=$<&mf) z(Uxz$Kj#jtPa!cnvWGW#+xB5jEZ=>(0dnCzTau(5YbbLc4%QSBjP&@ke?p_32YzKLLjhOnD+a_%oHt0ZMWh{XJJ9> zMA!OSnkmvMZ}zB!^CMH{g`NT%{|CD*6Hgs=C;_ex`P&h4aV2Y^Tg+dHr_zg?3Jc*3 z1x0RrAL}pmoH1UUcrg3qD2U6Cp4AtRqXVRyX%Fi+HYu3RTO~9(R)nuI!H2^ESZk$# ziDCyDwXnNWNR2_!epXD5<2D2GuCUDRmb~tRs_%}}m1g}Veve!7ikkcxK@la+e(*?P z#i3xrYTQ-^_@12UzYy^;aw`O0z}8>4)t=h)L_tkzWXF*EoDsr9fGf|^o79Gv4r$)( zXaKuvB(7Nubag@G3_I--w08paq;4@T-bh6rvN~HeFV;JmAr1UzYWnf=jV^L9XoR$; ztH(FSWZI$uh<%JSDG`g%b%hL>N>z_?wq1U&@7C3efRBJ-x~PDc0GxJ#T~zy#`%w z{nzY7b@G3kd`8%Tod6e8r`vl-W5zbGze~ZRNYDEf(;!5oUVae;tbbJy*818>(t{cD zJ{h*UF)GOj|DwVT#&C4TD+x=MnirA)F`Ou}fcNj=S|1j(lMD|R5YjU!8=Sfuk9!l5 z*>nDh`3b>g$Xgi;8kL9*`}}YW_pU%#S?$vuRUgV?JxAA5R|B4OL;1=nDwfX%|S~ ztcj5dm23eNrdA;Yy6vUtlF6Ygoe+_M_M1Wj{DzHG?Q@;n=6a;&2Z%My!3!=nt5ldi`2WfSW&gOw)UxYl%3AFY*RHKL)hW{ z+&cW#Efqzw7-N}x^n=F3&OVAQvJ(%zwQU^2N}0nLEMe591`4((5YZz`^7LNK$Y})- zer$r@lMtCv82~{Hf{7E5`A1hdGA#(0hv_2)-K8=IN9fRjhdDyo_PVHk*>s+rs%BNO z50_a>@e)}5MN7PW?|?FZ%n9P;Ve}jxA`Ikr37if5LL+q0Wriin15_q}wI)-_H3%uu zgZx#iCIOw=L9q#1gyROmBEHG<^1q$4ckB(REqO{$*)UIfXl44H#mM%kZ(mF$SJ_&H zgj2hI=hi06yda`ef~%^C(GKGw)=(dFQ3^94J>>s=;tvjnt|PvmnL5m=%OjdUo4dg{e(^{~ukE2k4p;>p9z?yodE7yW7pGYM;+} zyzj#a#bj?!mvVrQ$=44r0Pd;2M^So(p7h2Dt(DNX_h^Ys&RW=sHj7#?11z=o%J#@ye=qIWLRt0 zB*YMT&giERG>0tgL{(5R_dNE1$#p^BQD=$=kjlH zx)8-BK)F;l{nXJr)^g&<2|-G=@}HpZLR! z*;q<(RBQ$hP_0@oDdM069f~j`U^BW5PsBOzbfe}=t8&N6Du+PiBbfcoJGePaH_T%0 z^jU*PTlwOe)JNoR1uY+8vribNW)(#KDx`)bDd8ggiMG`s-ni2w(N||^lK*=+o}Bz5 z{s5cbda)B1c6&h>A}NX`$&tI6;iMKYH6h=;{&p>&Bdadb9UTCvj-VcQia~9u}3nW;6Q-+0H(9=xDrh zu{#3KUye`1hZ<2`Gr&JdLUA&BdJEK_>@;2 za}?&>bhhuNpvSLrwQkQigxPGu)yzL7^q~=&cRf77c?h61id zXcL{65D`i95~Bu5wT;x>u3t`e6sqD<_Z4f;Iw_uHu4~#lwZ1Ycsn`d3ps%n{}o>vYH$pTh+8)4J4dY zMSgh;Sg6*=U8IZn=l{`wJ-1QQiJgRY&-~Z{Jmli+8HD{9~q7%1>*kjc#=H zRG&#?7=usC(_Eutx^^%KX-)V%z^CKIY4g|--M!>O2g!}7(Qc}VaG~b6v)nFmr?<@` zYAm>BSj$C|nK(W#3mEtqoFS#Qn1jA~=Asx#CC&g#yyOte{1C#cRnC|Fkf z)<(;s9l|bh&xRb5JeW6Nqf?OAojD;8 z0{MF?67=)Pj{kNyP`Ysp)$dT0t_^L?P(itH{5EG0-1)a}X8(Sw&umt1jSmlPI*}e+ zyi%ls*<*zJGz_MS2#?nDpw z@h?>=m5(f+W!j`3dbz7;(|Zwi&tFK6h3L6*zNqd&yaJFhIpNXdX0{nG2$+VEG(H2Y zsYa4ES)+6Fopnh@aq=aps9;>BOh`*!XRf`(i*ud&7HE?}V&Fox%NHZP^1>_;aBxhe zgwWHOOQ10yNuEC!P4uq1P=-+T#>KA<+b=Jg99wP5^F~_)o`+wOPMC%8>~Ak5xK$h_ zjG`FJM{$lA`@?YTdaTj;!m&vw#M1>S-6>b`cs4A7O-^B z#nv4JWf0dW+%aQF5lOYst*9U#u;bfSRYrlx*ckw8dXNk7%b z<+1hYb~&vNh#R%w0+h%*v$S4qd*3`cY>-=M9U^BG21>CQS7<)v*Bl#|JD%LQ_5Qi~U>W7Jp1xrotz$4LT)SHhK zAtr~#5u5|Gx8op42rv&lRQ$+B+Xn(LD#@+5$^Z(Th@b|@%#jwU@qus*j+wV5KV81( zM#2kJ(4NzZOF<~ukt}E~L#BF;tN!NCZRUTCKELcFLH$&Dk;PO}hD5wg=Y2cj5{hdA zBF22|Qn@(eyy9Lp1mXTt)ceq%McFQ`9@2lS-DHNn+*qK=PpermT8YbiTHA^#R^>|@ zHe00A`}pCAb{d(CdyV#fPWDp6ghMU{nZn|uB3aY1VUeWg(#j3{4|5hdM;iNU*DN)t z)7s|pe$U@g;HRq+RRLZHMDdYe#hM%(l@1-2uPQIJvH+F`H}|bfy-&^BKvNK|z|-q- z*7Qo1T!Aj?bOtVee^OBcp{XIle%5`MlUtc~>(vI9lDX5wGPor{qVESKinv`mEo-GeZ?teR$Nx}5PUHV(Gb^HQwBmNOl3(g-`PclLy>WS|_8~b# zHJ?F0=LWqNm=kaJE(GI#FgYTuLy|Gr@$MKJAe*B%!gM@8$}( z(Rxbmi1Uf&=3z7UqVsM!J2a}(-Vx#J$-j?+=YI9R`VH`aLcWZ=Eg~7Ug6#G zP_CMBKPUdz3u{RQeko(JpWXK1;>xL$uo{kW6a#-#7yflr$?Jm$R&RZ}{m{pSg#z*Y z>+eF`A8QA^@s25vLvw&+I7&v9=LQ%QOjdEZUo6WV%C|ZyATgWjVl9FTFyxSd7Z+^d=wL5*B2M`@NiQ}2%I&rsl;c}@dCVzC9Odj&K;fbxHtrY1VQx9FlyYg+ znNGNp^X7%(Bz*x1MCt~s+iy7ET51b2v3goefwuZR&xl`PM|cF(Se^GLguX^&Gd){z zP#lDC&*PsL^`$~Uk#7%3VvLQMS%A0tDPtexn?nj<>X;g+5~j0-%Q(c zEMkg>23*#FuMp`qw(}z<=lT{};~@3g>hVRk3Y(-@*e$i5&O86qc}clUl|5ibmCJG3|^NcmR5Duzky(^4#vpD;Vv?x{#wL>v0*$G zoCF*}EfRt|rd?F_AIfXqP}AhSPU0PCJkDRTALEv}x}iE5q&YR%s4xVpe>d3eC3v&< z$4ediFTWaHRR{>pre7kd0C0yk3py8{D=q3?Dt|h9*4OMTA4tcQZSHSDbAvQ|u(a+D z0$-3%t<%JnBzFTv%ET`R*Dp;DWDSaa` z!F4s$PoxGq>Z zm$h3tY$zb3O*cjwct;XjGVTK4p?LB2Z%^R`wpb$k52q44IZJ;H2A9=2-kfz0L6<~= zN%|yd(W$Dw7r6U`(fqb-?sGS1ba%8H(k`diZ29JJ45370u%vdqTvfW^wv08~W%Dse z4pK-!=$RvnR1kRoEPO6LQ^rO#r~Bq2XfjP`K^d`?KyMMHem5CpvBDs6q%m+Q>q%ZT z&Xo^f@!N_8CFp=alLv9SWkc^2T@+-@Yw_1wrdfMcI~W%+l`HPVbtQ$%Z_G_wrr-M8 zCN@ToiUs9+H6K{&zz<``)PxR&M)xJ|PDLK}S0!nvm&hP0YYU`%9VIpHcL~eqSbep# z0)R)!v1>nef|Ig`MTs{WF`bOO)T+qwNRJdZz+@%OvrW{2I~&+&j6l$Iu27^QZ+f3f zE91Ndi2i_&s-Xp^WcOCQRf+#`o&-&QC;UDvlihQIU9}OGsPOGZxCU8DIq!a5HerKc zzZi-Y78$@t4>>rWov7bQ>3NyiMPktDkw#fEwsNHf{k9i2SdCrk9+~d0Njk$Va`4`M zCLcN4$}8_cjxttqJ>T$+5e>)3EI`&b}>AsIk{=0+)_EECV2`_qVbSM!3kmk zyhajq)SRcBvO_ld{LB9`XUgA_0MKc9yk+lx|eObig)Gm9=b|0oiaD zC35fLqt(7T2kSb!c?0W@YzX5DcI<3Tx!U>^OC-pt9gvX?SdD@E5SrD?a#-a4qA8ic zyvo9AJUK40PYCo%lWoq%L3#~wcuQ7$*{=);WLPZ+xND>5lSR+v={sr$2KEo|UGF}o zJH3QKaNaWNkVcaptXFfdh=C(I#v3OY?0VX?UE*fT#or)z&O;NZX?X^NP)KwNsz}>B zTxpgNlRw;JHeas!r;PEFri#JhwVmekD<_m&i27&qaf1$e_e2MaY?EvBJez|(8@tnu zI-Vz$iHY#Bf@k)tpC*4%uRn`>!(-6 zwuiof$2oFoYC*Wq!_MFa5mKkA{ky8bPgcm(B+!D(q#3n1(!P60IW7%LpU@-l4R5EL zvFRVRblo$3UH%JSrcb5_xohBc1DK*83NqUtJ*EHn4mgUmbL{o~f7MAYL02$M>8~br zr7nX6Y{>SarvGaPaqos1)jH__2v+JdvHS*ptA^{Oo zM~Ezb1BrE+fR;BvRWUx{XXHK-O(|}*Dlq6{8{^16!ag-;HHLHO@^pty+)5|+%+YBX z<6~YVhoozN<~6vEA5?j5+!=i_4k-|#E*x5Ut%b&Nmhe1A@w)WO&e!>5MsC@^7~YvX zI^!XW{-N09Ml_ALtHBh{J1u~;>wbdnDxw7u1QuZs*Gg58f)+Log@$};?0`}MPA&qA zR=Hdp9V|(;0MXP|SGgAI!EshY3VfFonVrlW$meICLHi6LXzwfEW3Pnw=IFw^$*7gA zcEX?`}%(A9Z@7L|F7hyaCTP}5CN+z&|HZl;Sw$A|X zM1$TcOW`63K2*v{tDJU`Zh^xW^nik%B#9?I=LJUMu9j>8uZDB@*I1@8T)<}5aSd2k zUty{f?TGrjMk#xI)7c0YTczOL|V+Uv2pj(nQVuY~@QUp;oloD}7QZuY; zE}Yn7Nf%A$mcL%ELxwJt7kO;_c?wC2A%l+n~u&K71UJNqO5u-^h!Y zc;2zi^N|a)|9r~etPwA={MVQ09)BvgB>}s)0gpvJ-M7aaPsFD+Cq(5^=I_cUdCRr3 zVwF-4Er^&sFI}TdA5v&-}w_Y#?a#{NH zTM3f)Wl!Wj?}>)C`Kv z5p`zg!H`XGD2=)Xfof!2;CPSYVpdGtfJah$mtvTJOX$OGr^LrwXnlGTvpQoIptcyr@&nVuJD0~TnT^4UDVV1eUaMP9wtWl|oo-~HaCx1O6*4|FM# za$E2I_Y$`*{U-QWqpLU!r_qS9-bQrCLW>g#q$`+MGj@lS*a0sUj^`Gc8 z+mrm{wDwW`URfBO|GX878)A|A$}7nrGp1!*$b>MykHy_Yu()Ow8U>uvdU#^=Srm-K z`2YJV*FUK{3h0-5Ojr7@$>QSXUEXPNRE}6Q|*o%eo z?CfP*cp@9N6efXYKuh!2t%g8X0ljYHSPdoQFF@_sQAcUb4WIUPBw;(FZgy|WzkzRa zfuoFUYghY9p`&21@!SRPjI!$o0>K%VuOf)rf$H{uknjjs<_a%X5BS)XINelBg`CiSGZTUyqpUc|57eK z*`^+^lk?X{^ZO%x_|0l(cRu&@Rzh$O$6=$&s1#VzG>3wKSe()-jE#&#-sG{qNS5ev zP3ho6ZQTV@R=4}r)!5y+*OzUD&Eq;NNdrm}fD_GG|KNwXddyTD7pno4hFncW%};`a zL6I2ugcQosK^z*!H%q>hHz|5h5Wm~Aq#}aN3io6sN(`GzAx5@8{tY05M0q=>inaM( zL4`iZl*uoIOOft@^6$GzlyGtUgq*b#^gd$Wv`- zBPX<1Hl^VRjKtA#m}NC>X%cF1y0UG_y-B-J4Qy8=Mr{8Yn62n#69%NBuuIbi4BLe%=Df@8JB^?zmSvVINl;z+1@y#q zW`cP%zIJU7VMmkcDpg_3GV}3G;be{uMmnoAgo9Ct2288lU)R@{uCSv*Lv$yBJCuOk z{`7C7KkbD)!T{+fjhFH*@XJKoc+r(rmB+(ns>T-;45FRa*T7)tgc5?ReoRT1yFwL` zyDCf>WlbbZ&}dKQl;cv$5(HZ*2~vZ@3AlR{2>IJQzng{2#<9#OhykW64_NZwijkWN zqI>yt9;->Z5cK2@9YqIVtWC;ws0l;ARaz+r^RoA@(`06(#;E+`?R*y{QMbHPK#_Gl zR|o90Oa8;M$ARds*0)7I+^+p!`w=Y=M|J{yqG;*l^1Ne3bT$wHPdqpu zE&RSJPsb_Qau5=h!7R?=TQ|0pwu@uwMibeIE-(wZ1}BZ_b}$0g&T`^=2M`^|m=K+T zBwPX~?$*5Q(GTCQ{k!9}cFQ%H*r%SWUoGGuQ=om3VaqNCNH$#<0y%1_ZJY}#FUMz` zzKIl4X<^tm`UDxJH#u<+8t$bs9Np@V6S^6FygcXgmFlI@snGnt1X;OGBuON=scB!w z2lsd;7zW;H0$fuN^GJuFais?_aU?$vJszmrBEZlY$q*AX`W2#Kw%4O?1}Ptt4sJBQJLI z1M;Se_9HhqrVG*-DGE!ahE><;5d0;-ZuHE+%_iNxGX#f|WeB*nXCG~c{)~8N4 zwWyPBeW~S&vY?JfY~gne+;Ct&0++|7%#|~zSi~~2qrkr(JVB-Q`1~lV5*Azarn zoL_p@{78O}6)sC2V-uvgxshHLYAb^y7Wt;$Wd^BNdvgX#iU+ikN2_IXo@yPuvHK#( zd@kB=wn9zc9(-pJ$ib*omefk2&GPN@qymobL(e}p=#bR8nztiR8gP@!aL%|u(G5rp zqt*MVbaB@e16AXR-LpM_M#^QHDJWM_Qc|$OSQy42{#1tv<5jZrxDW+71Sv{H&)Z!z z)!a!`Dy~52n7hhG)dI+{s1!^RmvLh<0k!L2?M&O&w=t%(iF`(~EN2V9@{q)0%L#%# zZAfAvfFG2xhd9zkjqqvi?w7uG=fm-IWAX2Xkn<7k)2qY8=;=PMSR~6NJenas@@-QG zS#$u3(JutqKr`OHeuhNUfdKs1bH2)(9Y22#tm}2Bm8cF(DBaD@CNQidqsV|1sQf)C zs&hk?a(I|wfQ1Orpn6T?0F(>ycE|~jk~5jL%m$v-{dtE*Z_dB39{WD); zKfn|``O+CPwG0L(at{d$NG6;ga~08vI02MiwI4ftAZrs+1oMzZ29W{2HaACcs{N9= zZXP3DwgPOl$oBTfZTGh6$!g!6pV$YV#LFC22SyyO)=3zh)fjsogbjMYx}n@yE7-}{kFIf*3Q-0OrpK%JGnn&zKUT(}Yr+yDLn z`hVlmTy)>;!zQdq{vs28v=N>XHu#3b_ETs4Mf((;X&}e^=oB|&y!bV3POlv2)442S zPD%zG+|nSg_?e`Pm&dNHLADC?$s1A~CDn)L< zgUQr7r<}}S>^x?nXNC`Ey0}I$%RpD~!`ROXT3?~p#LW1i82>fX^y!KmOf6jx6H%Vyo0kqo^x%+a~gOktXhw586oA%me zlT=G6{!$NE-XB3N%JfCev6(J=GR|DC`t&n!N}=64cG0E-CV|x`n&|ztL3J7;$AtYr ziOffDwEsbcmrRGFruwisrf@z(yaxJ0Xv4lCqagg;Z>OeL#poXhVmhS#6d!c*! zu0LHB(OBgyEmt$jaGi1t+3yKD`W(A>|KoH#RF3u{2W;b1^1)i6>Z(3p0&cme7=L+( z+576!q~5~>&d2yImPe9FB`Ei3e*zbiZ-M*bXs1D;B?>gX47EtoBU#s#V%DS0r&?DYP#A*DLl&km>v}dhzz6jRvv%CYa?+4G4#%Y7 zFKqhGlJap<^ug9QrIoyXHTNV^UBW{9**5~h9H0%j^*d^+4$z4R&<uR8i<%AYuRvXm?->GEQg%v?S zwYu4H7V6DlB)lnd*}MeXspnmpyOpgLsM|ERqn7~S`#QoVMoEfD5jSqR&a`BMUL&q zEY8h>N>TxZmJqSeTELu|IHc%|J)NV(ZrnEl%7E--Grn{?vB%s9y8lN83*!!i)CR|Z zR2EW~cTR6JYR}zrW8OC2)_00?z6;DBsJXIN?at4Ix$P@)zM?sAt=E@vQX+ai7UV+p zGSqlyKF?+r-ksn}H4{l_64C?<>%gcJva&HIn)T}_BGN#Jw4~WhGx~wzh6yECgrX>a zA`wUEh(&e|_4>-`EBq@RaJqz17FSJFnd%6dEqpq66OURMq4HO@o7vrpxajJKtky~Pg_6hpw}w+ma0CIjAl#BflY_?M2mIV} zp`F9T9HkQI&P}k3o7IMYoTShn%w(^D2Bc(oTeBCH{k)8YK$`47o-`g|LVW%pL@FFp zW_z~;28wCfi9!Vte5SCi6o_XW1LVAx(%73RL}`Don(fSd5^&-&31JZmgP>z*9DcM% zWIx+PQ6SfR4C$hC5^ONnyBRI&s5;HpBgX;#8hmHbmMY7#u*z5;KsXA#FQc7ijI99y zCJ1{J`5x2w3;gNrR+e?r8QGLZE=-I|#MT{-1jakTR)>@RwrUx2)NI z%Dl@n{`wE?UpoU8?~K+Rt9daA0jeZP_V0%O1O`_Z#Vz`4 zPgfPH$%Wjj{*lpML%jv>eDp*2KJ~}@ok##}82*>w{Xbq}yK2vSPLKpNUb=ad>(U%d z%f$kjI9tec3&*$6d@!BXfv4LAB-sT>%_Z#hzv2&|77IzWS1ukEgTs@INV}fw57at4 zXXRO}>=*Jim0T*Q(G{R`KlL45LTiesIi{laX~J)%-J_R(r^~PeVW>)%g&&2puwK@= zLFP>U6l#F@iZkz?8hg9d)3=r4oJe+45Ed38$7uSwY<49VytaAKPL(deZ9WRfUfChI zeX;NPchzk#u~vC^kc)e=Hd!znO|<$csM^!MqEdl2@H^54RKyeF) z?p|7ppws%^L32^k)$oQHZV5dDWFSgKN!dD<5p4fLTMYwkA&Jrl1kzMsNPbu} z2$ii-z5^+@Vci-J)X6yv_W`BfX|>~x5R`jF6xixGa@*dJRhWP*5g25m+Z#qv@hOrJ zzSg!~bk>eO3J|;w%dyOmFpp)FE(^|O!8;nu%7r7A5vjmr8+z@V1x06zz27=5uMIwE z)qtmyl>1${!7^i5a3OhZ04umaIoPZb7HkoOCjxY9D3DjN{`{)>taf8n#sU!@{=B&G zzt}pb=t`n?U9Z@-ZKq?~ww;b`+qP{x>39Vl+qOF$bnKmfoU`}Ue_uC+@zt!F@AE#8 zck#R&t&W5AIICPs@)iPIXrpAN3*2BHbzL=!(XNKQ9+irI$@h5>CPP#2sADC%=gj0~ znC26%C6Ix-Xc3H#mMw~I4cq-Ig#NbQ&J_4USwRUU;gWGoS7?1y37k&M$S0zWU3>G_ ziSZ69U*7c{X7UdKT*?~Unz;ph!lS{3G3W|!N)Rx6D0plkP4EPxl#xoEfTA*(ydSi* zgDv4nm1VbThxc9QCP!ziM0NRH_SHxrwc0HsoVES#E{@Rk=93#;X%0Q)>*Xl^@*E^k$n#j_=d+D%@G&q0hDb^pgLSiyY>5YF!gogiuFlEIzLyv;?|a zbzZl!mtieTJh=UF=>Kp}@T1PnG9O27WSN@%Zz$RBcaBKvwxQP%mIci`zTRztcV#Qd z?@5FD2w^=CW^`!E67~f5)|iXrc2R7~*z<0hld1Cv6|ThBtuIts70ukm{FzxNi-nz2 zxVyBl2=@p3s>loi^l1ta>W^+vO8K_HA(XIbeAqSm*ic!nAe@vSVGze(;6{61fA(}) z*r^DmRB`WJU-M52<3etP(v76G>2hyko(TuN1ocJK1gd%TcjQq{7GL}(K56#R8MreU z$FIwY0)`sM-Cb&6FE_u~8-9?`7Eb z=XU?nDyk1uW3#5nkev-$lDVY6RAEWtI;OLZeb>9YF0NAN%-5 z1~A`p>%K-9Ep-cj_upbRCTfdzHfo~d*8oYkJjtFV`=3hsbZ0UD4%8tLT62k!zzYGT z80al7W~#n>H_Jp`JobmMB#!AG8uVPI*{ypL@v?Wlye;^M#?Uds>K)v++bpoce4ddf zsIr4KA$T(=WOLUG!Wv&9P9+_h6>%Y}T9%k;<(r35xi-Cn>MrcdXJXYa{KgfV!7*yA z@{5rpoT@`*U`0X4kFK_SE6#?h^}ggkG>Nq1kQXFi$(<9YPL?DqW?o_^H-CNi5!zeY z{&IGEm9F|TQSW2DsoJ|z`X@o4()<16XtQqwi*JottFX*MMk6Y~oU$U2g|7r}xP~tN75weAv#TYyflLneYI^AcyG^ z%ONU&9tJz@FkX^WFs+H-J{Or<+HSKw&Iis2-qVV+$}YpF@Es%q9pdhaWHNzq6&W4@ zn1EwRCPCH)O1X?@h#t>YCSHLC?t^+H;y?L>_&b{5a?LTrQ5xhc`IfX#R2=pLcr-~P@3+pqBVXm!o0dU;9|8ntSMBDNsm-~j?fg;TN2ejEQr*FUg1KH16o@GnQ# zFBhjYyLRcBBm@{NVAesosPK$-ulMI<&5PT#O-C#c#uS1$J)oY|b7_ft!;z0@KUsMM zFYYZW1Yb$lLjzfw-wXm5p+kbmu~0VP@z1AIo8swsSOL@fV#)@@nYkV)hmji)omW|A zqu6E2STxwxnwECtBNC1=qO{S*@rw8=h+}zFiwr_YwmyZet!(DRF#(fr#IWPp;q2Z& z4p(^J4DJJ&$-|ISUI$~wGg%l8M%8~t8EZs%3l#J_-1-IWKO%G_hE9 zdAfjPhBl=~eU>zTGa3;gnzkzcCk0eMc)va{L{s9prv8q+Uh`1Ap>9&89AV_uV>hvX zES;Q9%>NWJa#sDe;ITeL(3yO)<8@hE-x&o(SL3NFx5c0Y&I!MIF0^9sCFs3!*Y|4+np^VHo0cq(QFcY>~zFe#TdIi6|pT zzTJ61dhNsnarZ`=8x&IV}r*sE%n|U zKc)PTPQHJs&}``BVeWP{*Tz+??ELO`SPRLW4MZ+>R!|tL!Jmn(u~sULz8QTlRg90o z53?lgs7z{9hqY<`*x8G z3l85uI#s+IccazT=Z9K)NSPLmMoD10UMzjzir5&u0sT8?z#FHB+KyAZ*voLue~1ma z8097k2tOT&i2;3p*+nx`Q258 zO8VKhybbpWSyk%vUKmX`((_*dui`HyvjVi-%B*H@i36LEid8ua&(b9_!Lr^^A{&8x zdv1)~%gk`rsVr0f;y^Vlh|josr!Mr0Ia_IIX*Dos-YC$SVPMQnf)kE^tkgu|N|DwA zkjKj$U2Wo5?&)Pcgd;$8`?tNdr&%wp+Aij*FLRrI;l8xg6ksqm@vq&4o3H{E2{%0* z4@X4tkO*XVf{qDOKx+WdQg@z8B~g;#ni*weq{tgVhF$%suGk~kkMJr8Fl88O&QeQ8 zake8>=`+eHRLBT*I zfH|X^{#0BxyVkDK&u-UdR#QOG>acW+qEjJ{2WDaS>+<8W7mYn;<3{Hxc#m6S3C3-MEq;wbSldDN zo?9iy0L2r7Pe|r(9OTe2PM4j^G5?889ZD!d1q%SGvTFkY?)be>X#yLB@Z?^L3pT88 zYG+`_@e4 zztG21ff+eo6fHel_<7TQ<$IQv7(;9XE=`n_9)!U!^QGgR$=$=>4P;A~v%2388mLKc)~svXSi&5C9dG~;2OZ8I71Yb1kxFo^e-*;P2#SSw`k;|y?FO^ zs^4js`s!~*)qwRCRz62OVr3y*TBf-$v3ww!7=NqL90kOx>%BXues~HIm4BNUa_eB*5J`I!apQsHe!3_|*Px)SMhSK3*o`Vd zppu9b6jCUDQSD)^-gA_3e5;)U4%jZeEA5|qoBlVOL3MJ(TyA85o$SVUm5yK%ev<3i za1oqLvi^Y|?W>k&npk0zvbNbpg(auP&yQAaZrZTcd*s_Z>~>`1ul}{GtWcH*fu4{*4<>=A(MExhc`tneLK&z@`h$ zUM4TA_&Ny-k|$UFu4un>NQu9A=Bu2%P1F*aJmQT}t@q0TU*D(h*77)$ZNTm)zl>`W z)+0~54Dl-E!R&v7D(w~*0Yi;YflYHWwhy?L^K?D2-#d_A{%im&m{bIzwQ>swCb6|Tkzhi_t^}<(MbkH z{5v4`qJFhmykDSO+oB>AFRU6YZzD}q+2pAdypn*!m%BX(Fe%OPkM95K-CPP4F zfh+h{ftT44nL1S@5O{#|iWBQhQXOF89eRxAu$S9zP0zTGw!Kg2BG(&t+}dy@@qCA;d~(nS`b6k{Z!fPc5C8#FT< zv(PUhE2;Xb2d8#)IsJB9w^jFue8x}UYLRFYLD8ieLw`5I&;(y&dY+4<$Jf+CmX(OB zSQ?UPsSVA^HHy+EuoEVfNCx2NitPX$>ASeGZ8{py3b!3D+)M*la>`d$Kd@=A7o8G? z5RoY7r)>c+e1{xefg)^Cgs##Jov=s(Bp@Y=O~P(hI-)WWX6OVFnSNXe!W{nd&jXS~ znGm4B0l&Ya?X&U@C(Jh35J*phxK<&tC?1EQ-t);^sE=;B%hqQrMN|ruv*}3qyp4|6 zgPlGn^_v;CZ-R9HjUh8+{bbZ=&>dAkfuv1k=E8-Y$}!hMt8ZnPl37fypnGwdn-e_B>NdWm05ze z>6{fdWel7`I1JoK$T|}!7g@xH!kUD8K}-S%eN`t z2QYF^oba84#wxjg_KZouJ`5neS5nsq>%iLGXpx)i-3pba6y)Cr-?-T{xR5J`QXRe`+TAH-71l!O~#azS&967vbhd=C{U6pUNZexEO2_(L3AAw_Hgrl}fInm!`Pf4IL18UCltP%84iZU^rah5QF*8PxpLjzEqMbDMqJL==Q3MQofP<{l12-ES`ptJhu?V*A!pP^4< zM2_REu#+0Pk~z-Fug!%xYmh+A#;joSnU-Ld#~6n(d&(~{3o07fj;U2aGB28d)rxC- z{6IB=M@5A&+6Vig$!t4>%<eZcfs{%I z2FJ^pEwn;ZttgL{mHBtp_RNvt<_wBt&zZzcUmVTn{qoh zqHaerK<<173ilydIM8?t2H8=MyJ6ikZo^dBID=re(QHNIz%b)Gxt)vq{=MJCQfZtX z46DXgWq8yj6z`e{*y}5m5P|#R$@rJFl4dPcL;^oinqG`L1RIF4r{`zsHu;w{>!Oc) z>tNyAeR~)c+Rj`Unak?OO4wO|8d56l4o$g4kz2}WTN1CUxelL(iV1k!Dyzd&LC^ni z#c(DCN~=5-d$O#H(kk+07BD>7PZEnd0v)foJE@+hg6AgF4byWrU1d>#n6`&e)l|uh zOqrx;2(+-)XAG?}De967@`H7|)^;zv@*%3^CGPRGTm31P`XFG6>UoED9=g1&KQ|Pu zuRnHke(s_p4KufVg?wbI!WBP{1_l>s!9G;S_T8mqNr(T~Ig=kyDznR=4jQ4x|H_U) z2kIs7#omhV?}3%KHnFuP9Zlw_sm&$eD#kIFuL2K+nT(=hQT?|l-qnx-ch*W3N<+V^ z$Vf*5Wg^RWzj+ii{VJ6KG{QGKMj}VA^5|F`$j&_=sHH4ohM4(oo1bC!hf4L=>C8`d zo9Ea3)uxEKu_Q8|$IB@2F0pdt5P}HzOwYy@Q#&Lg^KOsD-j@%r+;7twey5$8H@La5 zuOb5%cDC7n!{7bKpI12(lJjQ6>UzF4oh`RoB@I8ex=8%o`RlxOIHZ5m+x8tMWW{i| z=7whGy)3i~xzs=JpGdYaud1z^y0?(S@0V72`M=%GButd6g@OEmO0AdORe1ec@4hpt ztNvkpj~7f9LJf-xg^VJeDvT0b3=dj-5Eu+w8Os_OjSFt(%PkkN&y0`gn0c!F6WNg? z%DpSab@x8Qhu5uU(XIR9?enssTJ_~qO4Fn3%AtSO|B0JaT0BK?SG{6I`+8&6yZoWH zH{YV6ZS|z|w%Lnj&KZo{#pY^0Yb8y7AiV>;!WXjD2$HGlw9K+NkhDQ)u!8mHWB%@@ zjs7+#??#;^r{AdSW{z|aINuhew2L`Aijt#(ktnoa55a>kDk9RZXfH0XwP-;Rh8%H- zyQnfSwHq9g4<)rzrOH%E=Nb|@8FI5!NE0-?zF-bD@##0kA?|I!vz7l~6efU?ZkOd|RpwCe6es8ib|aXCoZ8#UkQxWt`~_AjN%9{o13j-^{HXbWJb9IiZ5_{BH} zYDwUc317~Wlp`b_40gMBtNqm@s;O5fnySeIF_xnPUb-eo;kwc!Q>$%&O04QN8GqoS z0vXQ{dkZU4)j{E;9(Z(i!_F^=0oIxFt_3IF1^mo}jEt%vIGv!IErP0{Qplp;pe2M9 zIy7{${d#+F!K?mE@;W!O-M7G}{cL4g(XbaadL4B*Pb9I%ETVQyksgJ-feaN@DGdH&^HnW481#(`3K5bL$vk@kV0q?=ay`>3Wb#MGN{sU=peN9(z)YXXl z^n7-u$F((Qul`UULeBJ5d~cWk`GetM>2TU_$&ErZZ`H)cqQiUKBFkhkE~oFN=s5ES z=fup65M?AeIwSO$G9^|3s|=59nH3$87)qA)zp2;DK35PQ0fU~OPq?Rs+NlXFl`slQ zVhRHN))NpI=9r*JZ9-L$67kf#1e>(2F_Oq4cv z&y@%z&LR(R9#j2fG?c(|J%fKY+=M-d2=XhG+6K`D_(=AR{I(~0Y0n@dBx0*&Qu_+P z5dMc;@I*$xo8M5n3J&W5{({U?@ zNKMow0$bRLxmpkV7S_c8!EeE4IWbHX&{R|IvrMbl(5u9dOaZWime^1w0QW6EVQ-$jZy<+5)D@WbvR&n&);N3ohQLlgR{!a)PI4YQxA3% zP=zH`mjDg7pg4xXwJ-q>=qZ@@fVFHwc%AR84TcGVu}Q6oxj#`RzW%w&x?m zvKnz@w#_OFgn*~vp&yTrRrt3$+#tJvB!`7+adRcuN+cpLByw!9f180)7Z~mBxs-y) zAShk}t$l@F-U$vV3y2ma`Jnf#M6aR!06(#0kNHhPiP(8C7@_sc?7ONkZRS_L+WVCD zZF=%n#=38Vd2gh|rr7{S^i54r+;i%=1+|6(@`Kj$wiZP&uB}Z?%aIfsTC5Cnl87vz z_~pAr@xWlCc5W(4NV|*egHS&6k7!sI*~^t~viQXHr6&}j#Gu-qFoo2f9=DtK_Wz%;J-qIf+ePnNGACcE&~q7pA){}tfN_%Q#1cE*QXyM6!0&) zx@>mHVZR;o_&mu9E4lcSuqWE8?f=eQDtd!cL2_U>$)#sY_b->c9#>C-I1u;Qnw+It zmqVe(SeX0CCO-CLpK5ztiL=^qJHwO(tOP;R31ORW1K}Q+I~Ci{hfHr87z}o#uYvBN>3Xs$y@N(Od~SQ z@L_G}2g|uU=Xcd6-t(e-;LbH(KBJGg{QeNAr!WOS^5_Apt%*TrA%+h7fsOI?e`3=( zU?PWxAAcGS)EKd^^xQ29%KUT~rx0-;`e@Z7?b@2@-k$ou{OIKtE5h{mnT2oYHGWsu zKW&uD4jN1>Nt!q!Hp(UjMo2>K%a`GHE%RQubtx>ty$g|q*TbI}L+60d&-W`V$uJI3 zLctgWeVn;|GKe=}Li`+ejiVXEVYcO20#TKxW%XcNESlb=^YMST>JqAAkn&E)E-FZ@ zsc`QMRno$Gua#XOsIN}Ak?&32G}~kO#nsVH5mG_%$fO1m(p!U7zAq7yg^&zMG0G*a z^U1vUm5+9Q+C?k|>W>YHh%Y6cUbGD*wlalXfZE=K6-;(vvGi^7BoqZ1;RaL^$2P@6 z>3}vch_DnNr`P-TtxRH7ZfPlRjPIpv<9|w~@a21ZtxRqtE5t`LCZeCk;S?4ZLQ**{ zm@S1an2>0R0;+z-zy#VSv!ycAyx<)CnIL#`7i-vV-b?54(^jD~lLZcyWAsnx^l;eD zHv;_s%;}OZOL`_^qjs?k;i{V~OQ`{az0sS5Vav-*B#2Y9{ImwEI)uf&vKCUn^wyKfbc zJ++1XcvcGphfLrtm&-a(f`|x*IpbqSfjBtMa0l1-}MuHJI*j1LG|qEtWNv;gy|ACVyWC$!zdhlm4qfqxvYTO_!D^ehbX{j zbTcBMJRzPR2NCD;2NWi3grTl}Z5^Mw+q?jX5g10Aa~g5UXk0l29A>Rn%RzhDIt~_A z<^1f5L&wa$xmR!E=XTpaMvaS`=wBEY(u7x`1`$G_Sfy# zdjgaVQEY+3^aH73HvN=54+jlxhhLNY6daz&TDu0F2}TMm6&bPynNnLR_hg ziEmYfhH4iO;RJbv9}rVzkzU-b#)OGyTwDk^V(Kyz^!Sj`gW)?^x7&_G2ppJ$=TvyS zj+emI;t*eg{zUjqX1VJKmPs5ETb(9FgftXZiHj7YbZ_LwUm?e*#)Y^vo&chdK`0H! zL5+{$%%*TfubSU=XMFs#r_m~!udS0?Y}AiW^NI_Ru}WMlq{AB`%(hyt?${aBT1tB= zXC(H-z#BQt4N5NO@E=k+9Z4Ywn`}`mMySg)sx)dBAdzwq1oQ~BrU6G=Nlk?MyBrJu z=1Twc>hl{chSF0XpfNN{Dppa^kbj#r5*?umL*K6ZcS-YDrT8jGty>2Z>XEh&qQl)> z*`8FHh9!+4K%d~p(x-e9{^s31o-G{c&(7@P*`KwPD=y7)^Fe9aj?4vuaEM_b2MbO` zJu(xM5E#KD{kSEEij`IS8!kaA_#jSA^bds5(e zL&sxJ8k|c1-kp~S-*i-- z^!JSZ!k|$;mm9AN=rhrj5`iL9zD=P~hKORrJI?0bie7McpX#|ja3j}O%Jlz8E30UJ z3s?@iKkQfW`nvn=_siMt|0YDoDzGCuz!W#xg@n-eMmWXix!9|hdxmcYBqd~DUj1*) z#EFb*T?uCnR>=Cn6+7PhW5Jfg#p+fmk^NfE=I+#C9 z$be1|4B!ld{f>{FA1=F}?x>jvy-r4a02VlmYGeRD=E&qlLwlS}wvSrui!B(IX#Ffc ze2XSxITSw)@gxx` zn<^7&lE%_-q!Vn?DKvRWPp`RZ*wN$=bV5zmHiHT(=}mLHkTb>46DpuDTS{^0La-7v z1BmWL+JPLyZSC`Fxg|uaXPpL}y_U*TTCq>f^|r73k92^iB(`Hx!+nahiNynUJZH@D zaFCeNlrwd%<=}p#uX2SVPtp4vgU%}`IlL|LY=;yw3O-7_Bb-DvHD4+qOK_FNF=x?HemV3sIQu#{-C(yVo?O$PAR>zi^ zFB;M9t^J-IT8nzcX8P7h4-E*I5(s4&?i1{x@;fz;P~KAJKugi-4;J^J;<11Fux&AL zgG%sbX~@A)LMfNg=+>56#hhcuEYT=!!B*YZ&t-?YYG#sXElu|rQm3r!at5CJ5J_#6 zW}|`OkE4CvhubJ^WWIlo|3@>iOY3JZU^J?Rx@xnFqO+jZ{-`nfw9)8MC{;vBr z9h4JIAm=5s3;d@_`->HcqA3Q3e%+6MA=u#v^*=3_*s@m5u0MORV+2SMQNCv`JYAwV zp(!TqJAfG#BQjwVJN!8a1Tb$IGDw4<^PTGFgZfHpvF4&F*!bfCLa~{`)b7UaErUSY zC0dO3UO2dbJQ&zr&p(xTsJHs76!jFg(niG1xjGQx2W^Nbgr4xuH$|Z&o~^6p-e7s# zCfd>W|YlPxpNigxN_~TA7(8Yc(28?RBOhI7-WRSaEM0Uf*aVnuPP}V&I^J;1onADcVk;0fvF6j{U#;g zM`1K`sY5-hU5~5Vl{#?~>q#Xw_j!_kE6yOz3J-RMW;re_S=yJuD<^WP4M7|n6hpvk z=Bmj5vSWk^8hUGMh7oecpk>hst@(cWymmeOk*LLUvf5vedkL!z=|SvtSyi~S5xVv06y_Wv)4Vv|dhCM7f!gtt$ffz@IYuI|@Kqd1YS2@k$ z)lPukvCHTEwg2nmW5>0Q|EhXS!#@tT(OLIC`#)Xk`PJ{;1!cO~{APe!l5m)K3y|jc z#MJeo_&Hv903f|mc7ciZp-N`^w0g&wka3^SRy}qcpK2*Fs-Ir@N@H+_V|1 z_VEsYbig z)VvnlJT}dCeAa5SJdFNXIL0IdM4>r2Ow$!(tvxrXGN2<9+!Y)u&}%48Qhq8N0dFLQ z^nG-$#5ZgYEg9R!sbo$@WP8mRJ9MMPV|MMg=_b65i}@^FMNf|XuQnNqX2kWXJpXij zZIdt2JYtShB>AgLS1RU8<|uHt`Q`fUZpY)5Qq;{zYeb1+I`gQ1PU2-e*_6_hsgPeU zngtz(+DsfYR`k1AI-^3j3#nkLg{*Vb#v83xh#Tr>b46hF^}k547puaY zvGehfE~7ab#oV~aMb2b|5q2UK!4sjIytw(Mv=Cyn8OjVPPJv0-j_ z6|eA{?8L6Kcl=f!tGM)T2RiSaNZ}npxt@M^ZY;LpB{--dkr0lFM1Olel{J$|-O)X{ z=3e7g&PS6ZOABhP`D@%N%~z{jd7HvRU!PkNAXc#|>HH1u&e-$Qk>g4Oi+%&_EX{uz z=gW@}EIh~UK*`|^kUO0zk*eKSoxJ7|(;ilL*T_8o?qTY^U&v%J^?tbcT_22DoC>z4 z$Q75}>2m7*3!G3P4c3hFU0)oR@6i$o36ROtO5IEZ1R|$_4T06f*Q-e*qtaAXd=q`r zuh|qnvlJ?yGHxWD=I0DU8VHk5DRS#P;&gs8c+hoxUCv5>3+Tp@lr>#5@G>&L54(mCG5h7QFD;4sa$^MkzaqF9GBS?%}xAeh~qKkj9G*_6mhu;-`%o8(7J zscqi^WB;iuHPyZaZxAFyKY#?B4OBbP4~(k8jt}o4PD~6r;?DiN`L3CG(N;9cwczA` z8;Cgf7aTKnKJ6TU1XIHuEUC-g>p|39E(y~WK*M0YL~FE?QkX7QY*c1827 zM9kx1a~d7~j%n_E8wu*+y8GHM*`1&On-DM$OCvE{e3}fM7ta}^3{j-}jzwq2ih_yl zp17{R1My{r?e*Fm(q+lg_rC;R&q~};;0gJj%d6JAfEY}APSP#1;qll!j_U5I@(FJI zW03*IRdLgxJG-Bc9q>DweJhUQRTsxB;G~w~GcHImld>6%;?()d$VyXiAxFG}#CFB$ zMkQ!KwP<6I=4Ty1P6KpI3`r?Vu;~W$2g(`%817U<*3~`fNidQ4Z?csLXI?km6=7j2GMoWer-J=Fz5gCW-TW;u>pD>v|ir0@E8+~k)jPT7L2H6asr zbOkw#fE=teX?&~NaRDH~xRqUjC2+#mj55~%1^q4{%+tIoV*)nZC8LE&R&x>1=E{I_ z+|On}#wsy%NQp9dJZvD80s*qh@ilaZ*22NEenbAtUMv(!lQ`8?tAZO@cVFgBy!ZgU zzTsGYKfxE*_EDfQx6YfwwT*sO*oajH`qx#C`|i}!Pt=G&&p-{s6wcsoY!8%vQ|!%5 za@#SHAe2xEs&EC79pprMWYBbIaecKQJv6(eLxgtQlmUcApd@nB$E*8 zgsXa7K_as!pmws*F)h5rMvs*(6Z72@h&S>M9?prK3bL!0uQg z^2_eUE+U>_L2s0WF!TnVnXOhI?zG-FrQ}ViW*Zfq+OjKoMQ|MNO|22}TIWvh%{r~>^_Ju%x z(%v?l)4Ur%xERWHf0O2?!++6QIxok&vi^+VtiSxYdzxJx-m(rqmS*H_o>~R_T6-df z)Ieg(g8X!(;sVpd$`4%6L^8@(-&?rhPt>?c`GIWSSxV^}^=uUnNlybbb=LfvKP7Uj zy~tD?@G4SOr-}%4Di{Qd(r~VaxadI-?xuZ8fkU^)aDG0raE6bJBFY{JuK^wnq{)60 zY`|mWNE9kxq<9=89FeO~J!fgrhg>$nFy;NRTRF98uK_Z%UdnVskd%1UP|PsVnoDaj z_dtloL9^RDnXWPm|27OL4T#Nw^WPm+mu8qY!0X>l=?uCYb{k7q(D z-}|sBm$bO!@3QgHIO(vV&pH4Z1a6WRn-13PSArzp<%(e@^R0G$`3Z=NEew9KxckcgiJ)1i% z2q65j?2L}qG=>1J;RsZdNDg|8A z&L4F&jBP!H*7$oQ^X2+FD7aJJ1%I4F4eSa&ety(keU;lSKt#QZ|Cj3IiU-vy)gpgIPMIzDmg8d&_zd-zwLQE{2y z{I+CYF4c=N)g{iXOa`jZDI+IRuOgCq&T4fdp{l2@IMS2Dtk|VmklSUYeO~t^qK|wp z^+0Cm|3cAT1lu)h=gXMtJKOAIkav6W-KqA*Fy0>ghfD&sS&2qn^*Z~4or%f2^LnFC zfQi@nZ4B%bsgjCdePAxu2PIBi^ua8GBsPvdRU-F{Nj_CQya;t#F_Eo-Q}Fe zkg8A-iNvL_yp^D49h7rGHNqE(2Zx81>e0&S9YUS3<)~kO8nJlv4MN!McU+D{E8RRH}SIRD6YbE~-xTrTyxHg{cUV>YC0WUX(^yow&f;BI^llsh|F?KSNR z#;=TC5HA3au)rg`l(=C&c01Mhfc}seO?#DD&{W1V7{g3{H%x@9HT@;Vvgj1$~ysHzbPVZEzgpvWT8 z*Wli;j6ogv^qMQM}`GBr}c!QyyW=GUhyE~*bRPnfhV$-^PzC5$Le1@9U)?2kI)AdHLb$Y zt%iNC#pA^X(v#c;Owb&CBQBF=3;~}{f=J}dX9U(o7F=%N1QKdYDn&qEOKzcnO3WcMB*iwol{3u8`W^ zCM~J2Z`~@wNm^aQ@GP6hj>_%uMrDyu4Ec;G ztfr`-Kj;uPGenwm`7sq80*?NJRA@RMs_<{cSCFVgK629TndS8FJL53w?{<5kXe-QYxk{bHf2{B8(!YUkwW@0k;?`xS$O~FnL2h60j<|bE z6nlG`Pl<|hB#?#9QV64QEaIU-5g??q`PK6w zI0SBmKtG~O241x`zQmVQN#x%4Oi!>{jDTFB(9dI_`(@|Efp&4{kcD?dZinA%cl7+O zW-o}|EMqSSfsh^bQ#nBa3MVAy=ay}jAs|rm?saChUs`tB93#W4?(;Z~>D2fd%|U?0 zv@jb_?+5a$1nk{b)ly#~~;?9bB7YPs&8 z#x6~rv!zx#9pf)KKZr;B94mnsAbK7r>iafDV&6xlxGQ+OjOJ`2{iJFZnfYFL;7UxK znxpF<<55?#*|-R@CEXGIvc?Cq(@%4(gqLGA%vm>e&Issdt=Isg0VZZJk)s@Y?@z(6h)ffUTsU#0e8K0bE(;!Y_lv&jx6QX50k11F%S_a> z=n+uc&5BJ{*?a@mrI80j3p&3g(=W-l{UwxS!cZ|qDvQgg=cvoUaFnkn+U_C8D*TU`CZwT0qi1CCGBtLF3Nm8kULFeHcMKoCscz ztJX85oR(PZ!1_=STFv825Y6m2n2`1&5cbMp261gVF7^y5aQGB4z|b=YG6-Q2IA7@y z1^}{zgjP<$tSGI<8hH@RXag-e`cp)!q2302O)0C*T!Xsh+~q+dk8$#~`0!tR-zMI5 zMa3KD28I(GwZBYN;vjr2PNW5TnGw7!{i1hGLFJyRJrHyeD;XCC`#U5McSTILS%?XQ z%DCj!E zT()!L%ybH~k9D$Zs$e*-8OHc6!EHu``0>q)gIscTntnt*_$XW{cbc!Jdv=TAvz_Fz z%tPppnj6A;R-TZ2gkgG#QmKzt|Lah8PM5I53B%VWUaiyUb*sevr^4Eq3ZsBgUp~Rm zyAcbL!OR3AAxmPPc}3DH**m8~Toh}bD|Hk%P{U{PCo(s#XD_NAnTwb`6pgP{tyE|e zHgkaC9hk_xLMfjub~mv!DPWpPLrgUvNa?a$;PbIy+t2B2r_ri?H-P)BAB=U{cUw^yIYyP3uLt5VtUrPi%M8P!z!_$neL3V&rc0;ffa^}2#wZ; zgaJ;VetcgtFkJ6{fc$FJi_=*H!>p!{sSOL%*(~qX?P=!=Sb0NPNt`=VkpTMbozKU{ zl(EU%>w^8=G~tQ={nBBq59*hBpUm59`Q2)cda95KGPKWzl5@}v$+Jgpdw=;yra)M5GRP3=3|sWZb7A0{^xaV`kD zewa3hW2*elERWEj&M-;xG@PDZ~rVA8WN%HKwk>B zQxmNoT5Su7OBr3)D!!PNlTyU!22@lSKi5PTrM^JJpWzMG=kG%ry_1fV8~ee5mJS2} zZ^UuAw)nYI!ryyyY^=pJi9WfYlCpo69PP>J2B?DqcgPEcBj7bG; z0)Py&5ao8w+h)jHBP4UU&*#C$Q_1@AQ47+m5Tbx^pltz z$^A>F8IxqrNJagUTB6P{`cUUV6MfQ{{9wIV&_~q*QgEYzeTbmyfm+C_(KQOIcZtKw zPM_b~ggL`~-(dOudK+BJ)AfOMzOG(K;w8PFhmw9Kj}2QS`H*UyvCUE>5!t(1Lf2Z* zfXDfQ_|rZgq;iw8_y4eUj?JM)4VH~<+qP{RH@0otwr$(Cb7R}ijcrZdndZ~y zrh&=z4VV%XMYc(;ivs1dtCpmYr*#6Qgi!p$;Lib>ImODO0fSM5AUlI>qGGXkciPtv zr}4Dz*9O0!;rsG>4PZ+x?OMM#9pxss1U6wTk+FRBpMY6EESYT5bd6;O=qP<(D_*ZK z1`UnAVxQ=%-3@Ld2a?+4blY5Tkw>UL-!mnXglZRKTG~a+5r-j-B4&>mtYtbt{JX0~ zg*i1y4wA6Iw$1F2`6Qs0clG(AkrIK7zdc6ha)7(nM2 z?4zx=*w2EyPTp(5z>r ze{-qIs_M$R01D$3Qj z=)@{Y$I@jy>UFK8`da5kDNDw?X&+>qycv+2-<+QV))`TE?yqUrKgUir*SV?mcE36^ zwozc1`BkUJuoYKSNs*B328wa$Fe4FVi({o6(4AlRC%j=qrY9M0q3ma99hPSSP5>mR zKs(CIv_=+Y1&b>xJ14@}ls7`bfdPg8@WHU(#_sIFsH{W%SpXZn@Dx2JHnxSaiy<$@Bz`43JhvMI(~(JKZwMKzo>4|px@7n-_Q3;A3Bg#*LjeN zfd%@JEIQlQIQ=3h995wV4ItzMac<$Sy* zLtW8RPI1$czPkLG2w8D|?O-Tpd`_zK#Orup=oW)T1HtBb_tihPpjgw=tIX7Zb#E`9 zMD3(!Y47zF!}VvMv)YJyr=$ z>iW>lnG_(VuGi$0M|-eDkZeAG3AO=)@d6Z(gZtZuc@9beJzyxF41U(a2TG7JBMJtx z34TdCB8Xu{j==_A!JqXYGzx#nM+si*V!7c{!hRR_$QIDJjjAhkZtMnS^tQ_ z;&C9Gch){fL1)wA$Mhl{$P!&f+u>obQhhk9emCu239&RC$K|OLpBI>gti$%8I+0); zWw>%1D8L1@7gT#neuH-`ZAOV`L5ULQa!yKTz-hbf&SjsVg}pMH%rY%~{i95^%c}NU z1=}0@HB@^O$G2=}?9iQAsP!HNIZ2)l`zf69IP*)uv_3F7EXx>rl1G?n;?1q zdJ(*w1%2nBV);bhv+DS79TkV=Z{f2IF6+!BAYbN$x#b6H&@^W*n|Mu3V1n`5#8-@X zX-z^b8bVw&bG=|K5R64|GRfj73rMxhaPQ*g_0?EglEzf$K zzS)P@hgY*Vl!u#IE@$}&y6Gr2Q@Byvw!3cZfL@{b*V3uB^r*9n4uB8SEtwbX$civ1 zMl>Z*$hYPD85|YPBC!LM7q;|C4bX2c91GsmS7h$-;X4Qh6U{(H0+lAo+0BHd07gbg zB^X;P6~FNtW!N_rPkJE+el6DhSbU&w{=LEHH@!)Z$@|rf|9n{8)x9bb(A=Z8Y2vPk z2$od$+0w)X0Xy3hrOR^+T=9C*~66r~g7MhYDcqaPe z5A^P>Hr9=)T_5X}=|sGs`hINg{!t98gv&6GL+6*fq82)2dYN*QwwPrG^aPOP{NUf! z*;u0PMqDK=epLEs+}iB_)iLE3m8~kqyjdEX*|s`i--09phoR z*BBUhe*!e9Z2%vtp6Zxv2h0tt1lC}&1>j&70+2DVfrXO>{Hp@M;Vpr%RjNRUDfM9> zahpGGuRp)0-*wj83-3mUuo?B%Zb)Omp6Eq8hVJ3Sg)tMNz7(j5cqcOX+3VIVCG z@~PV@MTo0;RLQ4&te$8_NPnK6{+Ar)8yMK%lZ7{jqS)_HEw+r}MZnEM3<=j#I>;;k zjr20F7y|-WI1ucg$Uwdrue-2X&q+VQa8q7^R!|5iQka52>k^LX0Yw!IWjV$5EFlvN zwQ9Ay+g;Z{nH?7nhiktnUL1O8-E=GhjsmZMnIu7ksTZ4S(Mh2P=XXy#yjm^ofAjs% zSg$j8^y2?Qv2E*pQJm=br3iTtob;wn$du?ZJXW+VxY)chxn%45rxHzNjw`$x71~}7 zXhaS&`Wi{O)lDCt=TG#;LimBfVCoG=Bp((pr_%iM{07tfQ>*mpz^WIbtE2Hd(gdb! zeiyb*jFj;!b6d?exVd+Jz5h{Rz-Dmj7waD0##HO+B<+~T{WijOJ2RIBG zV*(S^9V2o z$8;7DLE11Ftbj$K=qT3+ry3AsOuRo24{a*js=Eds-;p3vXn|)td?ebW?ln?3)=`R%|h*a+icJqKq>{-h)ZlAAJ_+Gem>)i)(7Ft_r zJ3P+gbD5b~GwEq6piQ3pTBIL#dcQDOLsPx9H8rJrioRk23y~6p2W7U|aXIx&%6022 zbUM|TVb!npkjpL_hPy;qj0pMRGwqa_vO4diqB-wv#iVVaPaLh>o#VDi@B1>7^z0@4 zXLwhq>benIdrIgnn&C3uY9e3>ol6dLb06aYk5JFWSS63uCs>(Z{UhiFuBYwi_8Z%- zn{nF{D|jP$%`#q_iB(H-%hehi=JIr)1>RI2Pdxe02c$+ikJqksGmO}IJHb>LE>TC*?35EX!rf~`8w~va|TQh z5w4WNccUhWF=Oksmb1vIozvgn3Gt|QK77Sa;!b+DYl-WMr0u=Q^T784iLMVMoy)qD zW5Hq4xn#U_uLhY?ag&x56jlXM=S?^^E(WaZXTAdTM+p1fax)(qk`ycq3*(yf5yJ%d z66cYwLa@|wA=s?nFt$ue6eN{ATdD)Z2H!&<=w>)bz?w1AKL`LCc$EY>xIod$KSSUj zo?oTf4)Y<>;H}`5Z%WJE3&`eBF5`3ug#l*f()X7FgiIR?S2$fRQM=~_qe1z(-`vX? z#|^O#a+{98;tfCjC#B>6pWd|Dyi>Vm23A7quVV{CRa3OCqnNP3+k)4em+3p9S)7Y> zdBgq3S6OYKW=)?bVciH3q+hyYHS2^XA7_muXp_!b;K7Ga+ov{t_SCC0D za~&|<<|StfJ+{!>ecB$}Ia-sSN{^}Brw`3H?iiFcyY1FYf$=mm5Y-*-#Fl?vbP4B| zsb?iK-!IG2KUr~D{Ohqw>DGMt$EugXOH1i^`oS(&opavOD0>;WcQsk}En{{b%F79U zW(20wF?i~Azv>nr;=pW89K-I5z4yo+Q0UTe9;Ke5-7$qf$octp4XH*pmlO=VAYxy}m>2^odxb zOQMrj+;wmfV)tYK!k6nF?&Ga7zG?|Fuiz0!6G%z5Fd04frw;ac#jX3+3Q#9qCdT-5 z22pV8w_x|QyY_r}L~XTI=%vR0dIpX;%f@(8A^1F46xTEtM6khTYO!*6DNroE+s@*_ zC26|kQ4p`)^|-;<^_QbrBTa+p#6Hr7)SBXg$z%O;0#>0kJ55fb zh1Ajmo>%wE;qOjgkKq)mqLEP(=u4Sp?uMuL#aIn-)5$uPMJH<0+vimMi%&Z|s?jh; z^Qe^K(yMmmem^Nis0@;2AZH;!hSpk-?Fl;th&dC};1*i4z8(dI!(^%n2PqETk_E-(0t%r>LT zZRLP`t$U-PQpi3eZQ;>IqmA@wNlALSf*JhEC7E>&!kABQcQEgn;yf{x-sU&fuP#HP{uU~tLl#k&S)>t0IGVC=NC}}QB8PJH39$&Fg$5IikERTmPrIGLRcz~2vNvp zMP8xu`+V>y0C1Osg)7`cN>Qy04#yI+1p~7dh+e%NU?+tkrLC0vid4t5@s(0m?s{9W}D{Fe3s3|1i>jvH%jngo;?o zu7~Y!Q#st|BzXB7F9W^$jq8`DXN!sduGt$0T^?$qu*CI!?CCax^HH-MAyDH9l8sj* zeOX#Okhpzb9)(XAz&%4#HnD`4-9%J@Lk;!T9)?Kq>9X4VbSb2qY=WfX zL&JQPf%54L@xgGvS zcB1z%(=H#f)nO_#hgTBY@U-8JpOa(e5?^HrnI6nG8#kV&4$@f2R$}xyb0)`H{`)!Y_`afR5kSUqm4vJ2>U=OUW<%_jvj)nX2O`HqjMW@y%YnBBT?+y2FKt9z+gO!pE)C2B{ta&j z2*7KOG(&atX)s;jg1T`VR)MI_fw5oW4=J=aAW_IX=y*!d_F9ft%&<~~%TuS9j63#rFo0h37I{84z zv0C1Bo#*N2`_y^1y4_CTRG{*lvG#YcC+>6MeDzP)WAaVF$)B}J zfa-4wuc6f@&Kz#@Bwk1&zP_GV2gW0AK{dpf65a@uEkmtVd z={kBX1??s;dPzsHn~C=Gj@~kI;3XkZlx07!pXklgNc^t-cQ|?5x^7;oHs5ZQvVTh3 zgeNIHTJq*2HAOaM8gM5@f*S{5oj3i9wHB@a3uZY?^gK4?vHqI%#>(f6OB zrw=2^*eBceyMZ5>bYqvF*OgtE!WdMGNQbY#drLBt=~R~#ASa;@SY*HpZk<|kvuyS| znjX|eCH)eN-LzPq>w=dA$qMohIQnVM!L${Q34sl!&i~NO7|)obEi7*l5K}3DHz*DR zM#QYEvObG@FmNa0=ZZtYV#(+VD98f??~s7QXb{Pu`!yz~*>^9=QyIWuz#@u;a$nE> zto?>-qvXDsGqc=$E$u5#nqivW7U;mkOK7vHeLeAVz}E1nQ=8WGBAOa4juWkvZFD`$ zPQZ#zaVos2ms){8Jk}nzWKQD?NsDNw%d0o zFqUeEWC95DQo}QQDue#Z5**~#!#9@BF?;iK{oS<UA5gY93ModSMju~Zo2!Ch~Tw2s*6L5r`y>SJ#Hqv z^3wH3xunGBES!04;aj^jhtww^WtwY%s5{yG@I;$!B}2 z-Ds&1N*{flJS~EFnV$)A<~o#vjr^Ny%}pNdaix4fPeD#RH8)BmT=AiSg{T zI4&FT7CDHzo0Yfi*d$+)CP&zAddHeq#vQ%z7NTMvLbSk`oL?A;@r@B)Rs_%=CX~!d z$VwIj&gvWbHc+8rnLpB@k|AOYd30^`3R1n(V{3o4$7Lf^=_QfATdHl-TD~rwr8_~q z71@LOc6i-=C2WPq<$91FTa`C)chmNAGeP_RJslZ-PX1+>&BU3mO!Qbh!e}acO9-1X zYL*)=Nm$C#oh~?2{y2^Uw;7Y;8#n9c!+y{HqVU;-n7I|&2f?`(;b69mM=;$mn51-B zrokCA`omU}HTO|BON6dfkEiqa4;8wxq&a!zABjiL(TT>qRkE+fa)a_da}g*%Nxi{x z@hmgsRC%y?0YWaYe)AyXUaz5826%aaXTL9!I35Qlw(p=Ae1j^sExem3Y$1|fND@tP z3>lr^g{8ILH=CRp5_gkOu4SLt*Bj)`e{h}VJf01pc zx77TuKNdyv<6i3F%Px{)S4-1%kmjT)dA{0oyWUzapu-E=n_%j>PQA=(QQ3*z0zipY zr#x9)K$305gv$!o&8F@r&tb0nj5g5cRDb`Cbzca%rL@#{X??p*C2);c^On@f(7vJb zQ1N!&?QyF@xLC!GpJ&^M%eXOu>ec>2A~&~m$KvN8!BYdY599HDoHtRUmAaq*tg32bubEzDwwU~+dZ}(dkW-A7h_CS6%VLDN)$n)cBAEx-Kv=3LA$B)%C++U$852A65)R!}04=FTP(Hzkj$k5yf z1rnKV;TO{Cr%bKohqnXJaxBlq-5rqgD8}P+`WWBujQ>(02y@F(b$E>)W3kBGdmyHB zS37OoKJ|w-ClTX1($`ctwAp-V*YE+HU=>^W(7U+=2x9rC;Z#@>yboxkzVxzmIbIb~ zS-fz#oFM92w``6_rq4%7@<_;4Xy84|wijeA?o%c%sG7HQ^AFfwyAV&$S}XMR%!lHt zra8wVdMiLv?QDgTHuYi06aqquzCitK8V9YVU?lFWk9GR}3jmQ5ugY}>Tdu##tX$3Z z6pf1)ynxM2SrlY48HVuShtY%=x~I&4@+A$xe^%osRd1zFOtP+oBXh01G&h6;pAG;O zUlWA6`~+DE9<=3gc^vHbb3+sl*UAG9!F5;9J8O+PSK>moT`JQ_`H|)!n~PH=hV{eg zE8J41B_zU38H$jK^8l6>v*;KQ%?oow7(~SepX)oHhF8oi^Uj(}mCBZL#H_IzuI#aH zE;QWAerwAB!kOm?pmq6>*#%|^+XL|Mp#;;WY|^_Eb}k7B?IY!Az+iCtcwC6B`jE^B zR80QMny{%MB_vf3jg5)7HrRNDhb=Yp1^56LoK1^Aw$do(Bl1waJDy~)M&wJd_ffqj*D)c?@yC@nf6ABtS*_lA*QAxRunj=aU#a4HMerQ6MvDJ#lu0A`#xG6}=%SA^m%d`u(0wA$kTJRbCn_U7hy#yY)DJzOTD1YTH;Wy)eX%LuBc6 z6vB5bHHeX02nnch*onpp6(NBB;ke&nU8-N5-Icpd)ARJk&iYDMvv4R3BAn95LWwlwF`AU|o&FTWAz9pS|K&bPOBbibW~p`Y zEH_eLeZU61>XOIgGHB6dJ{vw$N0BFNOE=a~Z%f%jsV!yO+A=23kEpDKwQQvxq!g%w z8~(^Tn(d#6S|T+{)t*^7@19^_fiNhQAzQq}-P|~A5*67^y0_q*O@r^~3Z^n_3O4;2 z%PN|^1i9H;Fe%d~09Wlf22rzboy)`ZbQY{->PTs)NqvGt4d#NK)DVmh1cnxGQKUO00-aqCZFZli@L4X)2$R4W(## zu~PH9M#}?|)OCgmAU< zjM2?WT7NP7G~YTF?6OjF*E0{aH}B`uX~ z&xdlzA0#Ns8sIf)O3u6bv%a*B$Bu#WGZ;Y*dw+Fm~E*?!`y*jn0|wCgdB;F zH3K4CM%-c|DiiII;y*SPL8QuU#qr-$mOK6QzJxsvseHYnA zDwEFpK40|vKJ{BMNz{+Y%CRhV$AaXCGEJc8nP@&YnpS)6X4Fu%MUV!Fl=)ErZ8jAZZIyiQx~s`n+@gdRo;wHEG_t?*fSA zr)QWqVIg>KGnC#8^mM45o;COy)V=EsSBJRl(VrX;`S`ryzv*l78v=z53MiG%jNM^> zNB>!+zf1`Is{}0pGAMuJ&UIKXz&&n4ubb*OG@{n9MvKZQCn>Mk3&3+3uj)cUoNznZ zlYD}cjl7o0LzX$ca9gn+`>)K6|0>7i(`qn&7?H9*e^WeG1XG@@Gyg7oG@!s$o;GXi zcV%I^Au|(~)fHFT5I+_9IfB9~D2$Vlt;2CQvv>Y;^t(Yh>G5pybY_CP$nh$n#r`1s z70BaLOQ2XcbYiR^1W*nVwHbiH6g2IYW`k-xS>4rGSuB1n7_bP=sTnmVf{$QH6-kIm zUoA+U72&y-GRHyZlcsu)k>j!DSibl5sF!t}EvS6z;X`#-{Ercc=qs#z&OzDyDWB1Z zYVXIGEw<1-na2S3igX)|&$C8etJLgKz+YUjs-aNWCdfQn(PK{pDqcAjLgV@xoK99A z#-Gd3sJ@lE`{%T~!x;d{wFtPutbkefc&C)kde}axVw)_)lEJzZtRkdty7&u%7vX2h zeI+*nSjg0FFe}DYh^r_2y3ru4Rh#ve&7X#&`zkuOEx`hXdY55o5Fqw1EBTP#he*M( zL4U@gCj0Q_0nt3DatS&co?gaB*R%G{zZ~PtB@I*NQGRz61grHzomT^C;2Y%Q;V`3W zK9bY%KpqMO2vjjx#X6*{j6HeO`sgP{5j~&`(-d8ij2lI0KEZF1L8woXr^jL;Vi)kW zWz>??vO-q_L7`mX>-l4qclGycQVyOwJoIZ{*W4oIR)LZ)mat#R(${$#o&4oLw}9^TTfssN(08eF8KYO@}^z~h%iO{`17osU@S z!sMBUk*PdebE}~k%6IO7{?d*jMyd-?RpFHl&NDNp1i`M8XSDDt{3yGs()eGzDb81` z%f$3jL4wHo7yRn@Q_dNBFEd__7a^kv3^Q_VuNT|DJlff9X@M{;YS~$0T2l`=HGFk( z7*ERKZq$eU@y36@gWJ^w^r?Pg>jq2CIotJ20S-=>iaE7;tfQEIA2&fP~uGOweUt-{a?2o8c$(*}ze9KytlVPHgAOO5D= zOd#xipXmD{F`wT_S8vujiheG?@0cfR_{qkHZj80G@-)9t1P$5JhNgt~;;UflkTxgI z8H@VqBlG-+oc5@0z1_JjU*!Vz$eGqZrke(tTgEt1+ea)};6E9x4yY&z1l0s%fTn6K zM^<4mTSS3;HxVZLhip#9=luJhV}{oGrj&KDySvbLbyVoSV)$4zVIUSPD+J<% zYnvV+c&U|Iw3Da1RFnKFn#AMqv`wh>9B5RM+N9;SgCq@mUJ?&5=LLyiiF7`@utaHRr`y#30>E@p+)neQ-JO(a^k8crg%vsJJho zqhDvpZhzi3e>|@9W_|AI^FFWneZ^6!EQSWz0Y3UG%579OwJmmOyx$+>&$RIyz!jZ% z80RKE0|ceG6xn^=m&+DoWt!Uh9x5-lid9i-62&TD#18x`t>y0@n-+T1TiB=!*!Ej#K?wsiW#U*dB7{lpfh>6KIYZX``&LW ztx+(3ckJbz9p~44j9z>i;%Ka8Aiy|bna9FWQ1-~_%di|9sQl8)Vhm=QT3+{zKZoz^ zmU{1muAqmk!s_@N@cf5I`!|Q_?gLi_w%PDF(kRiQ9A*Z`dtV-R!a25}@Ni9v1ek1g zn(3C;C9MvhqoEP$^1M9GO{HxXr<)Z!p8GYu&k>Kps9@L!>h2^gHskE<+PZao zQZ%czy_{>bln`|?F}sU{f)&<+kg2vOMhQr|>gO5Uw1^>KF%S(ULv*^_c$FSxzUJgT zj#?8=`DIr3oKpuv@P&5-LRSz<WDW zeRhVgX+L95wov-3PC;AM~14e$5P&o8riV+@%pW{s4G2&thubC z7&3QRA#I}GgFhjknzewM6$wLjtV-9A#~FK~Z1h}d`Hel?=^M8Bw;g3wVkIyUm&1#e zl|fIby|I#zV0{@DuuyriM&Jt})VcPzS$_Yn94 z*$;^uy|kQ}B{QGAx3H5_=Jvstyr1te4Px94%oNtYRve@5Vu8{C*k-xd7TiP*+6M%X zAnoc%Na_ccm1*^ePgI=1TV8a*tH3?&RK`u-VE&shoKx+fqaF~=dl3R&wZDziI{(f< z9&Hp^6a>;zf%FerM0~l4`RpZ;)=P?tRYc>T55IRWapYBW&WW_?$(`o&wwgTEcWP}< ztV8J`ZRhm`)?N3A6!_4LTlu3M9298#Nzq}r?2fkv>qGO%Ep|Z~1d7+DBw8(Tnu3f8p>P}~M2(T%Jm^zlSfeww5$K(pFTCeXhJ7Osl8rE_hyEoq(l}`o=c>thk&}u## zPI|!pR5b6Y!I7t+Ni-JWRr-igriw8=I*1%SD?X2p0&>w%E<#k+%a)O_01*OO$iQK! zKkqpcPU%f1UJYKICl9;-h!?tei5gkaT)A4&r{(HuV@~0(<&oL-7Kf`CYMcN{P(e`) zXk^3-EowT<4)40<;w7%M%qzmfDH!nynRAqeq;pw*jFmimi+ijnE!Ma2c33)vJ|>qV zb8n@k0_gUa!QI_@IeEa&b0d13d2zEuWoJxFH-|BsYG?FBMX$OhQWIGmFmG5U%3@c98tLne7_buMZg-(x zbl?b9a*n`sMjR9nG2kMV=yK@ky?BB)Dohypnti(2kNxiCwBX@wdSh?vTd!rhXnds9 zpltD?uF7unz*`?OJOj5lVknBne0PJCUh7XpK@Pwhj?1!qWVKS8lPbx*zjueYIDY@= z+RdBq=CNR)-_BVuG=S#)mwK(vz$LzYl{RC6?aQgjFl59rls#k4|2+lueMN0&*Hhhs zjP*+#R=LeCO)TqUdryJJ>uZT`N)=?yczcp9b}RCqS%%G!3QPIy!@P~GE-)8zgekeL zl>@*}oi`XzO=Ydp^K_g^$~tRrIW?DX$rh$`5GcjZv@;EJ6mh0|H9E|1)EtEFG@*2r6Kzp9v!9Kw?=Y6)!9?|ah@+f_) zth2B3Sa}wnMD+6*4$dbAJo zR1FU5jDN)DQLXhg+g0X^V#C^S4w#XtxQ@`E{37qG%3oE^i;CVM`}syF$AO z-j20w=6=y5d8CK^u*GA^IzB?IT*B1kU*4azR;?eE*Z<&pNVNmavkNdKplb=?Is20M3?4|X55-~~0=4cBtO4YFZ*dGcMh6whFeIvJv7228`y}A#m z5hlOQak*WY9er4Ui}_T4o9t#)0?XKmPliG}wohW#9SBpkK}M<)a3W@4!us}QRSZ8Q@z`DSAwiQ=Q$oc0_Lm#zAQgL!w%bG z^;)b{mU}CM_<1p0m%SxB(bd}iNT`$PG~lQ91HJV)cYR!5e-@|7EX2QHza{%9MUrLv zj!G|3@^9S@b&}PQN7S*VJj+z-IhccD@Dl9}`U|}lMvLH!zUC)7YMW>x-f-MdbntYT zxITaD@749GYlt_*zq+QIDU=Vln?8&J1w&aTD>6p%9vUtrO4U{$XGIY`w%)JkXc-_= zKHTO&BH&s@(Zf9v2bmqkPpxqiul?(5_v_#CIL&FYG7~rX*0pcKn?9)Y-s1*7JeSte z9VCPujtL}#Rd0i?^v`pAOn@T_L@`o@57n0FDp>=PRb%jv`+%w43kK|N41-~7j@IO? z9RIvbfLMq*VLMm*cj{UI*}@&rd zBut$xJ+U@w27vMLryK=LkYb2Iik&kAPhw5FUu9vJ|jCX*JLaNO4u>YlIn+4R<>&g=_g`eDCm;N)&gb zoh}Ni{rIPJX)k-q{+TV8nU}-`P?na6-*2_`FhVu*ZE_Z0{ih%F5Bvttzst9#aG-E( zrq_RPpeYP{2+VbMzCE=yW{B*hXT2f#rtfFU%aqO243E{PwL7?Th)03J(>VNITaHe+ zp+XzC`!4YKybj8rwp4&;rL<-2FmrL-gkK0EoXJU2cOIQzxp2!$lmOONKe8&vs!|C0LV)~VU)|BLGzW4%rL+qWX+jhg(U-^ns5 z-OaayA}$04Kj+GKS0}LG7-s^P#LYfRQ{BIg(RFvQqr3@fW8~;;Sa!x;*q7cYyRwg( zjxSnNs$3=Eotu6v`#8Y?=?8gR?bAf3T|<$)HE6j1ORK#jIlOkRtsr=rJ80ZZB^}}J zqY;j0`Qx~l1Ky(bYk{FE=!dQrgmMq~FdaVRZ8lpJMbuf}QV{He?(-O{ogAq@7hniPt@y*QBWYEKN*QKKY(*o^ro<4p>WYKYTrm zbW+=TJGfr1dHszI?;$=I7Hp!@HyuYPWtqDCmFiVPrw=tI>cdGw-@o-y81yh$SbHKR zcIRhsoeGxovKJ_UxhN)$AQ`9!#DEF~bRcj3Xx>BIeDvQi5l+ znfFm`UR2vMk9Up{YGab5w7Q_xWqwd@AiglAB zS(cIEd0NvQS|iG>^Ddd+rF;PaR?zV(loEU}rdEI()$4Aj3w*zT2o z2JNnMnXS#8rrzf`)yu@Ir*m?ttLx@_M!xAiy=KvoXt6rE&froG4>2wb7!x64+W#9n zDpW5ZB9VwG97d$xPifek4;J$c@kgjM-R^#&F|Dvu%;9I`OBkinUqN#jWMuh%@ikvZ zNHV|C6AcMr2-609ir5%|yGIC;38WL{TN*|o90i8EejmDCUxuv`BjL}_D)cMJy{)b= zqoQM^UDqkws-V{VLLI7Ni&OzpmEu)p5*enT&{~I;nP&_@cCD>%frq12&`6b`DbIbR z16p^r!jxOY;uf$I@wTyUQZMrdpO$;;Vqi7;>q0h_VOtJdy!@Dk*Bd1QK_Wxcv^jAz z=F1~u;jJzwq<*I^@)hE;zxAW=nkpZbOW++u#h!LgjRN8h=5ve>7 z{SPS-iYH3oJ#u#-UIZe6fl65Rd|ap*8z1t~^lwxAev*E6V@b@jLAIkRbU==pOLm+2 z>2UVX2;bd&#CR8(UfU-ZdhGg8460D=bwb>NkE_wsWlGZ_U1L?6w(JSLoyVKA#ckRP zj;tNFImX1doo#ChvI%4|sY0rN2GFho(C*exi?pE}N|wBAX$9i#IQgZ)cR1zRpKhv=UpS}%XBwR6LU71#y7gvFbN#w2P~j1iwQ9yK)MEY zw+B9eJ7=W3md(L)1TZ^{xA)iKqMO_c)H3d}n|9M)=HyQI<#;4{+s(#|vO;_W>NA+$ zA3;+9^z`M4e|t9Rty@PSN*hP`In4oa^MvmUP;zhiT1{2`Pra=YbG3P|E&oI!_)WK&i z>Y`2*F=ec4InD^3zE*P7DMHBj>c1143NlUO*xH3kKwo*EZP)wlb(8kmy;2(m0p`S* z0Y7pO!-1eO4q-Y0sHw%=b>|jvK#_OhI>Z8w@i_@6pizVl0+}qj8*X4`e~+jB%9Z2> zvYBvNnR`{E1bGHuD+-+>>g7M1Y6reRppzwxi)cIQOKy|9y$3e#eHAkUnFNL1|ASkKL&Rg~Zl8 z<++kC(GTj4|K>c8;7*rRr$vgSz|O2AvQ6{W#EtAR{m7(Pa~0hDl)DlCYsz$^{?DAn zUy3q{Uok`0+dWV-op;&hrgmKSR~Wh(`fO1quxTyW6oijw-Ba)K*=;z0>PFwq{o}tx z>O{wB|LQMB2m*l!hMHLdx)49K2-C(}mt5`a;cWoOfD!*rOfp=RKQ-qq8t-{9 zb#(ZJ5)J;HTzxPN>`spCf=G}uI$1oDBy_@Og9e+{d^hq4W56S|`#`I*Y9sUgaZy+Wu2`l(A_-3xgE?r)c~~CL@rzD$a5)5^4#W-WuDqiN zU5PhAK-Nz+GC*#E0Jew~U^`GbP52C-$3OU!-57B^L=PLGImNmVAJ3d4XdvTV8a>xD z=4a}2^3&V8&+1lDaxatkthC8)-7E2;y}ZbXp#w}BKZhv|E^jxzgK)a={-?DK;Qpgu z=UYZ9uujiKXNNW3UHGWtN!|mO1CKR&^81FJ<#}Rc5{W`OpC+IY#1WF^-mhzCsbxRf ziS3O0hNXhM)l_E1RHh*!C27oz|q*QhFlL!Rn)Nox>n?Ek>LlIE9O}Hfg`OJI~8J!V*b+-5M~pygF2kwy_pjHQ% zh{jL7*xT$wr~9aS9Iw^~Egh}tq(7833SI08v`^-qOl2g2VkifV{~pWDC|N9iAIsi- zA8-7M--KQ$Y$(cbCImJn;c4M5H&vP+giIC)EgUV90HGVV<@I2T+WZ9r)wJ^&>ML?& zqcAcl^A*fIuC7)`>#+VafKi#Fa_KDv5gj?RspH9-+ZP|UaI&3KbpxYM6(hU0RD!SQ z`^1z>Shmcu-R8He#l72UI?pQT)Z{U}@NhN4@U}d@Pft=;(#J_zY^+Yes9R45z{xA# zou4s`{cLUC*WAz`n;r#EFD7tYJK>GaSBdP^;`Et#*NJq*5Ff3cDG*O3OQ3$D8K_u< z;{wP`p=c+6hZ-OGdkbYF9X`T5o$Ao6TkXwNIlmRgliFE{M-`?BZHz~V3Yc#<&W>mn zoFYDil&sXGfn_48;Dk_e*{SqT4+W>v7vt%sFvI~sUe-)g(ngIul$b+zhN^qX{aJd$ zOz1R@Dny@JrbAKj83eU$X4A(CX$FNkCxs237id8S<%$RqAX5F9%3&^gl|{Cj$Z)Mt zHa=MuZlP##?7Y0}G(5&e7ZYKo(RDk&kDhrd#7-w>f(iKxnD-Wj z;96)OCWPjbgAv69N&qoFTFCa30EB{+Uwpmn<{cbG$WM$}soTBtKK}XMiySaTpsmv7 zNd(|2SE)EBQ9c#%LBa2_aQ4->1BS*Am)Uh*;esjzuMZ>%MS{#&5`(7G?qJZZeX*2p ztF+BIakkVm$FF-^Lvq2^N)8FLP2#zZK1vr2Lc3!Ys@~gA7!=W|RLF7Ym+wFSGcib} z99-&36P)W+IT=*O^O_Q2;;s*!wq74`i6M!i?Ms90?M?6XwsMT({>P;iAn>mAA&V_9 zqi6T()M+z!5shM?CI38!-1R+CF}&Ph%T}>VjJvxwXvfu9tH=(|B8n&ZYj?|^s0E>-giDOFyqm272+ zDN}vNc7fH6pvn|JOCcyZ^k6iC)8$^XhKqyDfj3kQ0g-c8-Y61>H;a}%Zk2O{j!b~; zf3)dj$E}h;1SK>eVZa@^$JA+!^C4Q~GwsjnHM`1knXH_$?&^3y!Spg4W625_*BW4L}>IZ7GvWOdvvUm=C?T)q#Y;-f4OqZRc z)L#-Dj1lejhsLXQQ~p0}y#sS*UDU1{cWm3XZQI5ZC!M5Y+qSKaZQHiZj&1I|wZHo6 zoT~jJ)?9Or`x^J9HYI2T2_^sJpsgis{dX5W(1a}1U=lb<{csimp0DM-%}3{*ulchs zn1KG{B60>d+o`A;Qh?w`-leuyR|HCQou$B$!UMq$SXjc zk!DV$(sR;T?x;Ffow~xXaI;*{(*NKrgf%sncS9*Q0`?}pXry*Sd7nL19ofO(bN4E- z!i#OXxB2iz9xcy7iSL-ouFR+{VUxBnsr}lBG~K@CtYGWae%fEm)qt1cVt0!8`QUVa zI~BjPzlDBkl`u4GXdOCw(b%}q9JujgW^eq%V^}`LO6uC|Q?rh(Rkw+ExJB@AK`tPQ<49~iMs5(ab$#_$2$yM~qj12r zjagAW6{7X2TF`#jGT>uoE5IadBv@h33A&}~WICSOU!$?afbey=)B?dWwcl#JTs zX9kNj7+6oBlOexK<1~9u>+kEIJ2-`g)pAcILIWf?U2SSfEO&>^af@3XVqLNRVh)oR z#5ZfImlZ%Na~5V9lZH>X`;L4`xaw+mP0O})kY0)+b#HZ3@g9*S)H8Dl*RY7szZaH& z5rsxjLg9hp?KybewK$D0LZ<`0|NEHEa?<3Tl&4i`c>)#i2^%m6g$5P1$;=$b8sVw& z2vJ!b*OLPSWjUdWNIl>~8IFkw#PFr-y5*dvM)Dd5^g#r7`KJg56V{=?#c~v!7|n?z z%{0WwSl!;_0M%hNAoAM#waW_K+)69UDH4tAXxjAgOhxrGW-VEru0lKK?Ew`}9sP(= z!~$Tip{Xxj@Va<>{!}Tl#1&ls{SFu1<#1aM_CF_$E=cr;0f$2^W5ttt_QD`)FF6l8 z=!E~N1v6Tv$kg9sp>$flr{o~1wL^;t)>n{<%|yML+vN9}G|E>4F=pROFSp4FMW}h| z1W4GATv#3W%5M9{zU|GSrGQv#t-wBoV|){1#7PW z(;{)P)`AN#PQwFea57Hi;1Xd)G$!SIGH5fj8g_WtjR}BHSbEcw#eNaBgfd-~W9UGQ zNte?}aZTc52KVD?f;su$P-50^dU%LlL)frb-$`h&8tGeR2^_{yeI} zjS4wka3VOp+>9r~c{au*%9FANzHXU{-{GP7SCOs3`su4Y9gR$=XJkU1Gmpd6k1>un znYnG~te^jbJ3zwr+LLEw^Cp2lz3ccn;(nW|_fpD1CLvcp#dsB~^G_|xkezrgv{DcZ zE}qMEe%HO)^K$qs*jmXIrGpfHTIIKCc&$-@JtJ7JK- zjw-I^D6~AYDgy`*26#F=Hgf45WP)U1ypOZ@ST@1DV9UFSHfyUHBWbxvNu7*dL>ODN z;5rC*paCN{LqZhkI^I`au4Fg{hJ{L#7bIFq5I0*rT`eGvp^#ooRmcc;0I*3F=2SAz ze|h2Y7z1&3=YV1L2Lg9!so$OSmvbKwo$9C{kw+9-xj4~2iEhuwo8bIc*OO~h*TJ^? z^Ra7)Eq9aUz#iOBRVe>8_(lCtsvI99nzrO3u_jf4FtTWQ9e~`9?Mxb%gQETN8yo0= zSMUVKt&@cI5DKR)JRCeeLgYVoUJR*@MN)z9G3k-%I!%D5gSFPG5=Q3o$a}fqk894> z8kR#O1UV8OqP(*hjUY@fffOJ&g{Xse4qjc^G_Jej0F=QPn!1 z7ZH*M6gf?Dg7oomRWLZGz_=<3OuA@!!oW2`99UHo$ee(15h9E~nrYoj%BZRXZkAi~ z3AmBwZV^Cip;mxdTqme_L}8z^#WK@hsqRazlPOG*XXryloOjby|Bnla{Ijo|onDG7 z*F^YO5_TMNv1Q%swCt329OHdGi(H{ky}0a2u_b_6u1OZ7c;#*CaRr*}Kn5f6Sfz@j zEE}1nEPS;&J0J=S6H{Q8S*{2R7HIN7w%d!FeV`nb_g#9j8LXz#BbYE812lw-h`?u+ z8X+mm-fEF0v!$}M<$GuAo_>EoR7o$+KbX-#t#1kpaTqi~_LKC03YzF29MrV?o%NUr0sQM(D07yl%mA-dK-cNC9k6xuUIWY4FVwx7V5Da@^e(2@j1melxLVac9LW> z+_XN4l+~Y@F|KDz;j0qQu$taHF44+3)p2Ct=*+>VsI6;Sc;oXB$l>`SJ)o|K_7}!_ z3uVuuY=1VLkN9q6O=p@rxAjFu1Rdb{W-OtLmC-g)z_`GCCP#PoYO4bQi#h1u#F+?@ zL9#3(GHob)+*r=c)1r?3+Sb5n{ywkcV@ZXvq5qKrIs4$4zgJj*glzLHaMSlo*&Zmzo2G@i4T zFC;tGz%sYjoK&Na^LlPvTzEO;>tl13#iup9VrMB)affTW<{kb{I>m2;?G9}Lo7r`7 zKb!pbiE?Fo2qIb*y21;~C7xGc`@-#Vx0*%bsK5Pw2cu)4S>v=>hG|rgINH>t6vW1;uXH+6f?{7IOEaE80Md-a$L=yv*A|S>?R(^116QwZ ze;3*|epkDppTOvW6)XU6Rgqqz7Xu3BLw)-vhyVw+;GggVnuP*2g0+&)S1i_y_TU)* z6z$Bt(V1r@(M*_kb?ZxJE2_(;aSiV@suj?c{KhwUYo#LTbWjbBDT5SFOj?I}>b(WM zMF)M^w(^MG=58M;$5+}!L+^OH>NjR3t4}7QPZBh(Br(QK(^P$faBP~4w`DwKl)4(B;2-)a~GFbw{U_48b&3Ppo<9~qipj!gUdQ$+*!EIq$_Z_lOzz(9! zp#5irG${}ob0ILEQJKpHVldaG;%Fr!8v5=<*#_c-T6JSXrO&j*6O*_WVMeFQX)}g=xpbjXO}LJi-;tzhTfSs41ERj2VX6C!~gow z(BUen38fZl2gX8kL{Spc2V8!!~(~g z;Mz$zzob$b@qk)oIxE&AW-XDYLF=WljmmHLv#N}vk#Y`#waN-)y`h*08g#vQdnHN_ z7voN%+`lWYZ>JqaYNV6rlbV?KAeDQ&nak0CQY@`{b}8&=SlijVz&eBPS#{Y$i`);T`p{k6X$8P4 z87Gd_9L=H;qCLD$f&?B1BP1tgB%L%R6cJM`=LBr2i%0@N0)wQ0`a%1H6{kz8?cg?> zX^Pz4In505HDT}N!3ie|6X(;X|NOJ*`X(9(MzmD2rAvC7qg3tk;EE~h}Y_zz?Dq%@)XScL*{h-ohk^l4CZEs zN34uzv?%skMm8Lb7(;H+QED@7+wR?Ce-oZ~nhdW^YA$*!C?gUV0p1x0MCy(W^tMDP z;Krftu!p9UUDD~6jnu;^8WRaUN5pf<|)NY zD>W$~mhDt;biALQl$#@HR2c}S?GO@bmqm6wK9=5T>@a<&f!sol&XNpGN6gWuz?%>f zP%0Li3&cpgprCE2e6OnAi%R7AmtOmJ{y6oHg!t@tOXF65AEk;SQR+nVsQH);TNLtl%-;aL0@6Y_nx*jb@~6vbWEYVME)DV zZfwV;v)(^Vz8|nGo;IXu&6EDghZ_#v{ll&ok7D#l*91V4bHu*Db8Om)g!yfki&a?aip>(B zQ5A5LAV~kUCmqJFBbhH8ZJgrv+PLv@4ra_`u;4Fti8{g%sqO;k*KY3_0izxLsrfV* zQIdqX%Toa<36sdjwNynyLRYP_bb=E&{dVns$E&gJalWaFC`6;^PRtR9XO~hI8U#&L z%)&(tLUB0F6A+hYoZT0u;tF7`f#U^iV{t@GTWATOk&2Ll^EnjIDi_i-!HxnkQO z21QJ3au>dKzD;BZ?+hw1cw`(~$%(1vL*0bsVDinz0;L^^ygYoAoHKmVlm7T}sHwq4 zl;fX@BqJm)O{RAcisr9W7ilmd+#N=_brLqcpSOz9GW>2!o#y{aZ4dfKNbbRQ5gX2< zo0QA*qd$2yQd|cvSKrUr722&X8`h@hqb{Dp>X!CnO9_|K$s?$*)3|ETZ?!zEhCdwF z2_TREKXV#}Q#&cyR(Yl)7Nm3GQQsVgP0(+fcu9 zFgio|fV^Y^-615axW{4=Zi?{d8E}@$PVN~Hi)2R0s$63Oc({f&1#3Q$LP7i{c||{+H;r_%ny^>n56@BK zHyJWK5T^`)YbZi!)%h^D+6fhbpdbbJW+I)ej{p44#7R8`l77tQ-L>W3t_+M~JpmFh zf521Xy*miC%KNB7GwXg_kQ$=`+N#Q{_sedd`P*HgohgVkgwiT*ID!gvE|>sG8@t17 zzA@h6x1x0QiXVc6U`Jvbt^zpJIH3@ng~n>pV(bCo2uTJ(>E8j#Zr{sKp`}3MCKc?_ zahKmF?Ml!*kRmy=o~BRg#&4FH$`(weVn97jM|44DVFo~&Lgzr^^>sXSKW*ZiDg4ti z++7JrZYs!s1NevW+^%vhu_$5Ga4PC2*`7g3&N5SWP`S3yoz8hn@4Hm49?zT(StAT~ z9@~jQ@(tOI`tw(V{N$Ng7vs1v6QJbCZHU3q2SDOMo>1*rBhprZE#Th>vj+sl7AG_q zd~L?89GfS#x~*PEokR! z{!lu~moDG7_F>rp>Gs+?YI}G2>_0E5%oRr66wJoM7qg3SW33Pq7EJS~JD}S4#s)0i zs!i}~H@ofZlUx&ov-IBL(*q@GT8sW%V45tb>iocgy!0*A5K;4yK*rVnaz08TRPb=A zWI0_`bk_`o!E1CT;*GUBj3uYw0YXGQ#S-%g)I@5rCm2__4eY+I5Ecrj{fLx;)x%Qy z3&HxJg__-7zmD7qLJ#Z3QsuV!wc>H}lnO4skIi(rl>P%o{(Gq0z>&?4emj3Br-3X@GqlQtE1Cifm`zwl0LS_%dN zwxLFoJqgg}T2KYpH$njrE-2&uigmC3_c_8hi};kjh#tjO@1FeAm!!hqt|3BvLe!QjOR=L0Tj!~C46|+ zkgb0Uf8#kFiq@uRc}JP!V;wOxgMb!kog5aImKD{MA1WmVNnLeo`S-haFws z2ckmCR=yBHC()V{Od%2gx!zupcgNBD-SMCT7_u{_GM9E(TGDu(OaX`M_%`yiQ;pX~ zcV=($w4^0FRJV}Urjxj!x+TsLlIb&1)`*~nIHtl(%1apshJpKAF!@FKCmrMyRtcau z#glN^-mJIkV*R*E65M+<5x0<9&OoXuY6bY#_T{jY8cL6&!;=7ngAh!@0%22IS9l&?5@5Bj8ey zu^SvkphnwHtr>HPb&NqvdRxj`wgofw^`Lvi<7}g3F$TG7@=tN5ySNSZV}A;U*;P)P zxvvKrum3scq2T%`1gJ9no5=2=tUA!5{4NM1xG8ddd}!t=ghEAU)OBL)l%&g8ggTQiVoCqc@unmqh~5i$zYEIo&w;4 znTz7#5bAGXC_dIzwYzgmi&V$grC9O6BzA$rK1p-q1fcSyyZ1-o8-FX|`jx;J+&8#w z-lC*Q1Tev+`E}eBtD)}OHwM;=>6N3zfuR8`S!K?#<3@#|@=~>2nQz){&+?lPj<~U) zx;I1`2r{|>?fR8%BJju&g;<6+p*z0^XRlgSf+g;dV3oC(IME7GY^dR+2iLj7M3FJ4 zpi7j;r6th%sDj3Y@sUBVPi<^XB-lc#@z$&LIuM0N+VBEj)Cj7Hmrm}6ZNvx>#>3&8 z@P#b4=ju~93tIc2GmlB=BvZlI0>DJ1cjwB&z{U+lO3>q>C>V{+0POsV_zPaOejTOH+{*1KF^rYr&grci)qM?Q=>iILW=Hdnwy{8^CsBlUDfC>!mIsg<^d+59H6D96l;g(sLjdR?<0cMkN0XY{V;H&o zE{(t(w-Lax?m4aHzso_e4BLQ>eY?9(FTLoWTyPeczF*%$R?=rHL5|_@jSDm|?nPqS zTZ5P;GHOEE^R+&f`*=%g)3rTk$f$ zEfAEt^uLUv8HE+6sRpQ0BrdR#z$q5dv;UFStqc79BWd#I#Rzna=fhfNrSG^EBtv7O zfdp6*llSm?^}grpyyrM#kAfo|V-gSEfOE6=+4tk?KnLHpu5?HYhW@Oz^MFMrN2}YR zjgB-YTPHQ}{JUpghM_B|#F8YWY(^5sG16Yrw=rJ)dA|C%7}Vi+?6OPsRaVRO5DY#3 zk1Vhxw}hiLAir1FhXyDJQRknBzeMdR%%nic+7=<|JJsoVP%x=|mVooI^ba!};fq1> z(@F}s*C9hxVL20$iu;v$T*w<`^Esq|9W1{HP5aw&Fzlz5@sg@7?V2PMel@4~P`Zz> z7}E%Q|Mc4TXBX2q_r-a=uW z8P{{xdMD|jaUbzXQvm2W`egQBSA=(uU}01ElaYRjG{eh^LS~`a?4p$lu6IV%Roi(o zueD+3o}Y88P>#+~3sr(fy$_vogi;pMYqS!{gq$K^2u+G264wlLKW3g=`+=j5WVz4h zbyr&tRvj()o3LM1m;6bol&i5GSM9yrb~q!INIXV#ER0S|;!oIzj`I%lsGqCi8Zxv2 znl=~YFavi!UL6;W+e+r+uVvfHNqyJsZcA?OKz{(6KT>#!F>B!%6X`eyh$7u0aV9G( z{qQXgSAOXkv~48oA&DSIA1$6bbSIM{?(ZmS-9U||0H6Zeqd8Ydt>SuW<}f74v0kVU za*+z!T#iFyrAWKDa{Y%ue>ov2@S{>f7ziB0##1ehP(t3=F8qBmTu4@^Cwi6%jq7m-a3 zRWST92+fNMk1Gl)_-TtOdpB<-|LBDN-sx} zAj$W0r`1emr%ip?2&!2Ew>Lbuaf~I?9ob~QnVm{LAR^WHk7>o|$0vc$x9j)yj`vgH z!!g!Eqh&nDuSu0BP)19X7AzIqW8ei!hspk8=LPRoOhO{Cu^<-kz<82cO#ln{FQ2AN zM@N(Zt{{0wCJx@ikOVuy$rUfP#CMnt{n5)JUM8<|yLkXL<+SwxNr$jAWSm)VDWojwLzAmsf1xTiy19rk!@0Yo9LET{W>1EogQFGDVek3|`g6IZXg2}N4NB7RC z_I;Uoj_?K;q^K^4PD{2bWgMG<}-Glv}U)f>Nd|le{i>3Rhl3g zR?~k;Ar|)!TUJ-YFd)r6J$%d?biX-H%7je37An#!GLJD_w@kNr*zZMlIPXG$_fCFE z*y^gcAC!&)2=g1CqgqFR0U#7i#jW-HDq>8C;!zeVSzwUSux$Qa> zu#JE19gn8A%$;Wt%#5&-MGc7_OfeqJPm#?(^ z)i*tS&X$lJ<2BU~}T(E3n@=E~|8 ztBti|c-&rg(IRUg$D*`{holoC6RsTVS-wH7AgHY>Lv$BNVsQ}>D6sz?U31nMpN~~t z`zCdJUsHUbid<4g`5D}W6X(30mIduoHuh|GxY}+JFfbocR?~}yu);E&DVG5OVE}SA za=bM>hWD^Uqkp%*DNc#>jRrhp5Q^J-E*#cG6OIHQfyf;od4O3UMPageK(`$~sR+_B z0vT1=QZ5jigi$-<4$U$EBB$)(NNuJ}wnCf_)ML*(^BgnB+39vH-QTTRW~wu6{M4u> zPgY#QLYH*~7Zx$q2qA#WZW5iy;wJBx=vIbox9ZsN$zn}Gj~z2}Kz%(o7O%!RnqHh2_?A&K2}7_BE! znNt2)elnzxl}GAMq+!SwVvX&%vmrXa-XM?{tW;IZgl2b09BM3TC->4mYK;%VMmA%H z|NCN?ES<#eqb6p=(!8S!*H^gqnXWmf*5y*W`|@LK+R5=p6f9z$Z}=g-tpto!MH~Gjp)#vUz_@t9mCVnGC?JX%|*?{ zPu5~J0wu0v;#TdXYaqR^Qu7=WZEkl%Ptw~}9xZzL`nrBxIVvu4N(^e@W=r+%4QKp@ zd=BmI%Df)rWc`%v%x+D7Mb0RAq8V>>&i14#7Zk9w^N3J@B#EAzQLcYv5-G6jj3;$) zv9BN#bG8Iacz&lLVg7PdpYWZ5g@Nh_zum-d%ZoH@zOKxEK{*MQg8k!|#eIv7XAE>t z)vb!7v&IC5qL7@A$pLZOY_`We)D0%RGH~rd=+0B868mG2>@D(ie8i!kD{wol=DG~( zxz~;vvS=2HyUq0x^Yyj;^$b!xmPLMA681-`+Jk`y;$jIR8M-f94aw5kkXKYfQIswe z7Muo_Ds*Tj+Fyt(9rCA_<2a_YXr;VX^lL!Qq< zv)p;@Uy&r|CBg6YuZoruSFm90&2H|4mh%bzr>q>ZR_Bi@;7wy^1TfBx-Oeu4EDHms z-$*qnAJW_ADg24yFADc^mGuiC0+9vh1eh#_i z7P+h48+;O2YSEG)Lj+_n84ph|^h6mAj*A!QK`lpIXi&G>7N{TJlmi~h9kg}~Oo)LeY$@Y|<4{x3~Ct^6P6CJ`l{>v5R& z3#-N43pL$L_8t#MkP$TEHSL4eQ?2LoeP_FAuR3iOXINwfAsEF>rGYB5ZwvyGM8bOA zRC3VEh8p2}CCTOuqAW}T7KmYt8^t0d+4jubeYhA@^e323Xs~hl>mo zI4aewEOms|1i$6}J7cqG``CU{uK3{y-l$h4xf5UOjAfm&JQg}MVWgBAaT5%|j>#S# zOf`hg{dII(8-wcWHFDs{pSj>I*E}+3X-dH;e*=xno!QCmE7iOAuXVLNK8N#?_x*ki zE|Y2=v<1QI^W;4K&$rq8VgDi+7Nd_~+9$?LhuaIxz?SfFhx}=vBi!=iz2k0h0^-F+ z3y+3q^j($nuR8ugz{^r9BOY)4uHnzrKaJsY&0AL@vR+qNted}5>?aQJs)3*C( ztOG?n>$qA;)Ofx`f4_-jp!5x{x!?ZLH$lc?v1Agczw=2`Y$AGjW&_&ti4RtaX}M zaa4m>0y^z4$^~JpP-9DvV6eq-X zrb@IGElF;em*BbN4q}k9>q@_rn;xJ4$=|+cjD(if=s08(AMOIUy5z*PRCzCCD>Ktt zlyWQ@N~3Kb%VjQC`?|~L!U6b=lZ2o!xBU~II@?ywd0P6q{Wh>0JuQ4!%8Z43GD6Kp}n4ULDToAyz|5WNxBTy}ObP(s?Qwy+<;M z_@7CPFE9AH_hOKQU625P-!F%Rxra}yw-ptmFd7qIIdk@{IxC4r)y1Ns#>io0)n8DP z>nrNrrYO>-{?sm}9J^W|#9f@Lo3_e5f;>NZH%4mgp`*_oFLmnwADllu|IOyUCSb!# z!1iGo5hXQ?YQ4|Wwo$ro!e#URRAyb5inikAa8EdfT>RvmkAMd30YR~*%1pjp1D7sibS!1MrP1ol!S+b zG{Z_Kf)g-UdzYS;$=SuQ{xqVgvw-Q%!sxDT#Hb$Ii^{m)+VSCF*#7Yk(omn{wVZ1t zZR0!hSyF8>Q*L)TvHEjw?u z6J9*Rej=aF+x+kM2HC>x6loXL+Zm}lwehTso$55VRB6f++`Edz?0B8HP!SiBMc8vw z8*)-yhJSv+JgaV=X9Q#ZBVnU^xq(}`hBT;RFustIGtDdVEvui@fC46B9wb0|qA)&2 zHnf*2HW>v51bL1opA3xAqyUnx=%2poO5iLBfqaul5jX1uSfFH9xso3)p93Yk$9Q0xphoq^={Tjd$bgx?Pqv_U5y3+IN4Ct!q{z?&bh&l)$_TeXIC@)i;Cl3VSe z%_9za``8E{U34?-I1u?1;IG+8Qs0E(Jqz9XgmN%P3;@F(QiDyw`!nZt(ntPbWGbQy zVO|)Ww<4NHr%rN&0+Sk13QF`LU8Y_1MoxTGfo)|3@K2mH6#ub_Bv7e?)#ijj1oc(2 z6_T7Ba4vE5ynJC~se{aEW(urV-k%K_KSee6JOBbe?LS`|tSGg{rwnEJK3@{HKe8aRui9M7(k>BAHBf z2`NSs+kIVz_D6}dn*e^Qms-4KuQOsJ(CK{~lb*^jzFgLQwGnyr>^sA0n#%G&JApm5 zU>7dIWOl=??)S$A60w$H3qNH43Y+Ep;ks3gGw~?yt#fbub!{~b`H!!*`)5U^-@4BA zr$yU(PC)<6Iwz;-dqR|{qfS9K%xto@c+x&Ppe&lrh}>E9ha^we@JPv0T$YRf)x@?Vipx&rX626i7XUN)YJ3C{LNi` z*=<1RzJf1+-DW?TDwFLjED6U-r&Z%2nPdkcB0elrx&#Y8LWFs$dtJ|2(bib%VJR(G z+c0bB0;UNg0izKX)dk@6(MvdpCFqHTdR|6t>_3$5v|A(byAzU$SbW>P=T&`CT7M2} z^m9&9y86B9is-C%4QTb>2;UwulKzRCZW*fi%q0S!eEtEf>qt*;ntJs|nn#eRg%VIT z8(pe~x;@@K-!@OjBtHL@#ngtEy}* zv!w%J1n4Zkr0=^K9v`cVTnlQ_)U`z{C<|_}R$w^j4(S|{8fm+X-a;_)y817VB-~;J zH5_1dXjQC~9h~MBgho(lhQ`&TH41u}v5IJQv`aADP_^ZL0fj=xgCdN&R7v-NA_6TK zCJBzR#VG_kiO@(=+CK#3%yN|XYoq^65XFKB#iMWXMB~Q#V&z=$NFUTO#33p)E3YAu zL5M-os)k7>8Qp>%x3}G=rDArteWtqE*rS-eX-q(H+sqFYd~<%Y75_0v$0L%LrXaKJ zK05aL)*v8dH7SMh(G9iolXNBmmEx`^A`?gJ^}-?oi=+Ype)ZbA7ZS-`=a1x|({J#e z3TsD-U$C-a7^IQ+L!Feb(0GyBtwW17HThTbkDGF@zfriqX3fWhCx5G+SV!8Ua-S&| zucz)ldWP1AT>2Fm_o_cr5N+HTKq`d>#rm}Kd9lN_kn@A4$8_y-AasWVOe3q}#Yry! zQn;anU~~mTN5Amt$b^DxX$>;4Z{C_J1J0&2A}sQh!63O3f^Ixenczt#%kzTl!;K{s z{*r}poFLJ_w`q!L1_Dzzg)PA=up%11LHT`{{w9w*3zqH!3gL1ZCW*TfS@`Q{o0`>8 zb>ebaZ{>(o#oL;InIFJz;Rh!*zzz$O_KvZg3r8uJNY2urApq}_;-gMgjFW7nLg?$f zhuu^Rt75Wq*6siIUqsGn`O1ORf@_1+-q@4^H8KsTmzpV)82l_TXah(BV)N;M+(0ud zPOHyuZPUP6%!(yLLL*^{`s;meV%3=wSUr%`Xuj)%J%=u^rlVc|HT<3mzJD0yN<~5BD(lh|alTxW(N;vz`$Fsy~ z%6dWZI1*-@k?k2JdWy3*8z^Kq558;Pd^nNSuqyvI(*9^8yD53?k^R&1z-qM|MKl%R z!pssA4(Vdo^5c{y$JtTYc6EwOqhG)x4 z!!DkxE#{(`%#wQ-&HZ{&r;Agq>g%o?MS(8Q3*JsD(RZ zM3}rjR%vK+IJkMO!CWFVgFF8|DUwBm&KjJ>|pT59-et-0nseh*%LsU*#!HOSy+Nqkk}tPY~O)#&S_s3C~P1MY(kb#+v)#aywBLCbd!`==Ib7TD}7zSbj9p z5A`}LE9va7bhMPXs}luGuw@zOg%e>&GIZVuUx7}<{mQr8l%41!`X`l0&J}?G#mJa- zq}e?iaA}sh{n3>NY^Y!ct8QI6OS}#)mA?uZHz3;-fXefT4avuin!uUA7!?goi%R(M zGkJ$?R0?1h4-HU6lPK6(Jx(SLm}_1BC1pD%vuUT0d$|@B7I_&KXO@ zPRX8w(I=>34-LGkiPi)`9|H;EFn_2ry#C|UettkP3?K&b(jL7X?Zbf(=>F-5cj<1v z7ku;R)`y}fcH`c8Mc7IAGPzUH$;EE=SuM-W*^fQ{%8;Fl2wZC$mpRs-_xyb=!~)^0 zvrLCt_OCpr+)vusBoav2FR_%Vg4Tdg7ZiXGg}La}D7@1bSr3G|ARt`v4j0`)eChkS4-k@K7S#nZ}41=5NmF_v+;pnH_63FG2;H1P*J1p zrS|3cHTUWyLI~_YK2Hd7tM1&2qq)0?sgG`>>ojnJgRgZr`XI94`=B9EuLlV+1-%c0 zp~>zyi#3JxCv{JzyTl?-$tW;f8JNM4GNqWP_b*jXKAJq>EE>#S3Jkxn@m6#Ros5*V zq7lpuU=)>?D@_=3c$#*6ud;-VZJ0Bziordm`-5&Ci3D2%;|t`2#9F7pg@+}T5lRD6 zUJr6VU#cHnj}j(P5}#y2D$z{_QlMK}u@B6@iZ0BDmwIHgSI-#OZ|hMe;!ro^xtIgA zoZ~|zPJ{$${kgw4E#*r(=OtI8zSe4d(H*f~dh=X3W`~xd~}D< z$3fN@P(99Xk3yxY3mK&%Z~<9UtR*?*P<|v{L&!p_kC_hB5@tnmojzQ#G*Gz@Z$|+vprT=i)(f|x>vcIYoIW?uOCY~!30H)q9GU6#AE9E z4gbPLQipg63U{S`^k_$*c|C38V2NH4at! z99@Xr2`K#gEDBC$aq<2&%m&F-xaJ*b;*YwiK3p0v@-p$1_pkQR^ zP-{LKBp4Q8ctMN`0P9DoD_JX&!N3JJj$^bM2n+~@IGs0>i8#qu?tbs0%WrN7E~> zB4Zv{;~W`vRloeG66n5+q^g*xQS}f{wZe@hDax#NIG)1kd3Mb z+r7g@5AS|fb3Q|A5~kP<?1&VgkEG|wo2A+%n zj=7E@w|O)kA)FQVY$>+VV#tiO|3j1lHfcd-*{wlZ1oQ|}5sRSqV6|4Jt!j@@7Tz{; zo4Em$>unANx%XwcP{$jA3`K*;M#X1PM#i8XDv~OT8Z&bjS=5A0Ft5ehO_NO@MCsLWDNRxaf}Hf z(sNlK5{@CPj`(agfSnkuATAahm#dCY(n`phnjV6DSJ8F>;yaxk<;w;TF6j>pR?{G<`Q!hv(8hlp#F=D zP%WBaJ~0rZYST)}1>hrVD9f7EdeHc@s45dn8?9VUE?(4cgDQfS{d}Mx0Kfa;C=;Er zq?IxDPELaleA}snjDixTJ{t>5m0!I|nr?xlM)FfV@f#Kb%OQ+XHK4Ts)B{@6vu~Gb z(myWg2FJz(en~c`0F3u7A5IcH+ByXc!*+sv>gNPVD3F|{$=PH0%ja}c->2qTaeSTb z`;z!@V6ZMs2RTb$8lX;NrOs-Bq%h>J=?*wTInOz1D%a@A@VU13{&#t5Yqj=aStuGx zk9T(*2WUT3(ft2#ei(^BnOdChXBPs)>NOn_*va+rCcNeq9r-PDBrY8i)wqTmtX_ls z*PCq(64RROlL9LbKgZ57iAsZI-Q3_|$t(R#5_|rJq3FHA_oIPp*(q{E&sLWE{Xch( zr~LI$VhULv&Mo0^4F8Vb<7N;yLamm^rlqpk%veAUlj~+`iTs{{_CLd6{JM-v-htk= z{{!|w3BLhvcdv*qjm+-^YYUi5zUqhBhfVKziyM}Omug-LdIql?Y=Xw%)D2TFEM)I| z#iKO-R?>8M)7-M%b!u14^30yF8FruA9l%%4<kiEB=u_vCAPorKWE?d z&V}NiEnxel@$n!z@-HtIW9Gyg!D?*tb%>J0dz67^cyX!0`2yZ&F{gFE)^^YBU)Y$S zT?E1mBPiNJ0_4D(qYs=o?l9457m_3sGIYX|yVpoK9yuv(IfZ!)Nmz+2ZEc|;;MXpc zAwM1JEpk6ueHw1@;ga=;!6&R_C9P*=$JBe*_GWWxHMFsQ1BuoQs~CB{$Q;M8t%FH; z85wOlg`iU1gz}5^4(*OM`Joj!k`8BweumQrOm&f_A>nZVlaEe05@Du_<0(8CL>RZ1 z==2~fe(~YN-4pw6?b~N#pD_o<{Ph3)Darim zZ+>;-%Ix0toPLRx3tDDBb(TvF=;_K>tlqS&YWeN&rrlW!qN?&xW%pIx4Kn^DX6>7$ z$pnIR*dT;yz5ow6$ky%}8f{vQ^62=MDWb6yB->~UyaN!lDP9D?T7;X4Wiaxs(AvC< z5#CS1p%JS(wv3Sn8!+uiIL1khiv}<>5CKK-bSIY>$rgUGrV)7J(!{7P#Ssq}1|$JS z1I%D^BL96!9um z77d|JatKq^`FEF;I&aQt>xac*YV`KeS`9ps1f>MpMHk0O<7KCojom-i$?%mYR{rS6KSHwxQWq}7(F7KkA z>z-EbuJm!n(Eo_b{%@m6s{FGofwBb368OtV;9UJ*TSYN$vj-Yc$RFY1dg}OY!$(f2 zdQDiqE#QXvk*=z$3WSWn)1RJY&bj)(UpGCO+RSlclbs3LwCgn`Kkfd!z9YLg*aX^a zVYB>J5SudV4y_BTm`TI^$E>L~W^fqHn5-bvs9D=gYA$A|n8X<#j3U;T3EEG#jY(Ff z>X=LcZ{ID1BW5x&n0XVto?rZ5zX%7`$+RKw4jDFL*qb$PURrf&Ozx`=tuh5~et+{B zoZmum#=kYW^R4XS=;yXRhtz%V?_0KS*^=E$PJDF23uS@lwpq93wZHT3JCWIWS^90M z*dW6Z7J^_K-*y$<(Ucc)cpLo{n=9^GeizHR#ljXnmi3skdk!86goQ>pgp5-`nzbWH zaCKp3O63kO^NE4P80NL{`0Vp)7ajz^FC43edO}27KiL}8id!yh*=k|Q`Ne*^#g}@T z=f9Vlg6ZG%sb)Ws-g{DEEjxD%}f|f{jeRHh6a!fWOHN zKse6D%$BdV96x@%?MPmOHe%or3;WPsD#mp{uY~gvY^OREAWak`!w4igg8joE{?Je? z)|$9BM9Mhiev)3KnZAI-;{C-he=+yy+^$QzUO4B%i)LN)z={X9pWGg1_Nk9f^LFbb>%*{e>i>jE;>McetCwtcz1wtyY~@YXgM9AQV*^glX_Sa%53 zg32Q}VPH1vAOY!T*rHLRUK7lM)VV;?M*2y|qK{K8wQyL9X6XrO+C@Z`0%G-mUIAtv z>%x}l9K@y41Rmo6+TgJX9?j$XUw$H9K6)NGz5t404b7X5Z5q9K^ov_xoOf{EsgF;o5q>aX zkozeVdr!(Es-y{rD8dbaL@z@y{L&r)kbnfRN9ux2)v=lsiv#5I=8-ppg(j6vlK$y2 zhD$0l@8E*D>GjU>ci!B3hiKHcQEDMW$T30`X#4cDPmdi>w_=GGJ5&Pu-cJuI%@zOZLI3z)g zQ?K>}0Vu96M50P5Lc;})f)@ZD`Q({nKOr~tq>?OND*xgr6P)i%gB{C$e(@TzG^A^aQXNr&`deGBEJfhpXfE@|=v0D>@$d z`~YkM8RE{;v4)Oi0WtXq3pOmMU&AS6YMdi!n7C@mRfj%0gcwy5i$pY*n0nAF0m4X} zWxVI;p7f1_YeOTlxa|KnoTSR>vINQ!C`;fkCV_MHf6e0tZl2B=DU1yi*J1H_a{v=o zjP->=A5HG=F&I!%@(cJ9qX@Pwv{%eQoV)k=biSFXkUp1U+mp464q`yhRVk zo?Uq5_;*OmhaR3@@pMK*p;UDtahtS)*d!APF>8lR1m+Fn2ZN*$Ic##~haC2p*GPFQ z(rjayq(OQ35zZupV-+8|Wn3{=rtX`1dew=2t5Uf0`D_K?+Hu!9kjZm@?6JpOlM=@p zN>FF|?@q14SO2^?+$qW5t^3N;@s32C2}$H#Q^Mm#+B}?}WwxH)+QN%tqC`!p2n1iW zhy(=QlcfMIt=JKL-kh`*67Dd6lY^Wee%2Y~c=R9t(|_FZ<(6SPh7I02_{~Fap8O)U z#>tTFO^jdu@XNmIv+Hhh7OeBkKa?K&)yhYX9eJYmiH3_RZ5OtkRx^#$q19O3bekDW zJ)GeuQhkAcfnZN*EW&uc98Z1D_8rsl# z6`==CT%an*_Osi{ZXvyvoh*x_q3g|E^VeW^y}t`FiYTj=Ty&}qW@VBIJe)OjN{9ht zM7`)y5yHfVmnb5Q3r~Sj68U8Ak;a7$29E&9gju5m7=&^{Tw=hwp&;FUY4MP)a|`(a zkV}*E=cVgK%?iz$&o91QUnr@rPadzn|MQfg>`PL(g9HJ@8~CwFyqrq%pEz-1ER-4C zKxzf#ffW42T8hYdgX4>R?$)-l+wl6<^sPBs6K#qSkO1%n9v9dr(h!U4pe;&0AwZb~ zOK8&0u2-+AHja(189im~l)ByNy$af$conx&=kyLGgqD<`^%U8`2;m@1br6O;2^JZi zN+=$3=J!Duv}p*Cv?YkS;f5QcH37><65$Jh4O%rqs1y-7Im3DPhzzX<#yp~*f*~%H zkeFBifQFz-thz1xw~VM6@xYP?hOZy~=EgT0-uVz}*}c%+ZERS>pemF?Jj}3#{6kd? zu%7NbxU>Gkzy>Y;m9@S?^1|vDG;VZ5LI{n;i|Gs!G!vMV zhZSMEWUg@8vn?a`;gY55O+EXJMc@Z!JP?T%^RpLw z<7bw+Aj`ad;q~{tanHT8?~RL4Jbi7=YwQYQVMucaSUZt+3zN-CtMqJ0f^wk!zESt( zI4>z&(!5Y_Hc#IyrjA=Z;%7F37vTaKEFNwppFbw86)4@^YdUKXb4e zQ8?2d7kEf1-xq@XjZG4V(=R+Tnk=_fgCZA{ARQzxR&mX=Yb**mWX^Zc=)^^fSb$Uu z%XWS-i)-St<;?}Q1mV#o#6+KhfgVbO1fz%`6AZZt@@b2pAKBrx znM+IU2D+&LsnnRD^uh3A#0o}VhDTW#07Rw0z(tR1s`jB_A- zhr6opnzL)p2Op-}tdJm50s&SGAe5ugX_p+Bk*WzCs`mk3-Hk{QhE7EkL=W=BG9RsZ zG*`t)IPUW5j#n{`c+Ej3O5r+?@K7{?OvS~~ooNLafvV^ZV>XYmxR;}CHNVx%t6oMY z3;>+liRQA(L7pL1IANywaDq`C5upJ)!5vcJhk@{ADkUftLPiW4-0Nj+&4OV_06ZlT z6OI@*u~L8`(JsnjP^Cl%MinZRP`gI}B)}`>r@8=uM4`HTG&%dkPjLXjY|o`VpI`fY zx8>bT4ZW*-_n*+;sdf4vEuy!QCmIwNBtrhGlYm@&=c;U-FcX~#rGz|B^j+3Bnx6Jj zS_ErK6e0}4(ke0=TKMuPMgy4DDBn}Vf*Ju!drBoFf`9;4Fpz*BuxUWl>s_b<&{@jo0ZU%2aXOgxHSfysWeJoeP?o@-K?3|=n>E(P z?R>e<*#y8FwT$o6+b1+;3i5o2`j=h z9Y4*#VcLN=?XoE5?4J|2Get$rmG0Hu-`xFX-QhYgu$f(9U<@#97zTdnN+$5P*GFtd$a@gmEuU`G? zRQoeYV&}Fp12_YoLUP;k+qQ1oigC6a-ysZ9bfVdkyEA)>7A<0G@@PEmu_!YwT0O(0 zNZ%H`_w9S5_O8piDxx^+h(&~JMjd7a1}AGrf|o~(0C=_BVa~5$=T||FHZz86%%atlP#3CaqMm1q5!k_tt5G+loO(xlcZOHoqc$zRNOXwui_>$SGrim6K_62q+Vv! z)@*VzrwR0msIzvxxM^f`2ux~`pJPu>`t)%{I~!4`s&h$kBi82E|wfy zLg1%9Jw@APdj0L8i4Q6MKy zkI}4O&pk#DBRdd^6^R`5sGS^wc#n8b zAd#Uuit4Ev^RE{@GU<`vtFo%Hq30E%vm!Km_iU00w3xzXu)vAXg7(DaK&y7V=yYPh zG9wYgf_y6^7(s(TESOd5|6}jYqqVB8MA2`gQLsTkRC*AIqOrjSj6}o+L_r9OLZnp$ z5fK{%k?wr--I3;S==;8JRIu-onAEMLZryq#^(q;!M%8`wYP|c#xPRPxYox|VGAfnv ze*2sI+vlT+7n4*~{`l57W1aP_J=a`w&NbIwbFOYjCz60OFsEk!fdeoAL%A3)fVGI) zL%WDVBF+mmsA^ERb)ivmNg@64jad;A3#!mb6!7G)0#(Sd&&MSOZU%_Dyt@Q~g4t73 zOvGZOP?y?0l8qnM6Qm(Oidi=WafOWBGDY5O@zUW6MRiPpn#A?yF7?;2TI-?eHpwch|4O$Akf__HJ z%2B)4p)G_X0S`5kFCFay9#i0z3W;eByr=~*;Q$6H_7jY!fCUA;Ep>rt$5HFD`yX=d zB4Njl;)A+iUcYWs7T=7Mgsg_uYI%MlO|0va-BML$|z>% zs?7NKY=Q9t zC5#zEts-G#1DL*TdYs!WHy$Ew&E>ImkA42V^ypu1=ctGQ06B!a5A7aQGbmrK^)=oZ zyJx5xfV#lE|IzzbF1#|s?24z7tDEMOT&lC`&Gxc#kgqMtuS@29wO-Wv+C_EWF5wp4 zz3lE)wX3X;@I5&N?1wPPsEyrvY%2aE)0h6x6IP$I$*ObwHg$fBVZguvS1-t}1{zj7 zY-r8UncHXjQVc0s55k2_am*Egjl^E!-tu1gxjbKwV%sy}*o+#MC;5j3=qLY|^J^j4 zyp3QDlzS*sS=P&)YwB(jYPGyo+yjF=JRUuM6h~-gFPZikIdY`k=B-+_DoLd5|79g# z)iU}ErF7xU#K1E63rV&veSPUnJS|>nG3J>u{NM00I1A*1P1;2ue0-;Xxxn}(0fMqQ z9KZ4<@(Y~F3XIGpA1%q6{-xrlnN|9ojO=c!yFt74^wt2ltNN~->Y5!jk$KZwH=Ta( zbgRX!G9-2s5Jj7$;pB!{&Y8r^9J*;J9bmm9n~6(9_!RmAo71AUo&V+>Fr`!IR;I`- z$TCg235w8aMz2SV*s){B>S$m>)y2A=kavyLD&D_eS$gQH>cklLlU{*@5H<ZC;o84|p3I#eyd<1*V|q4liR?e1;Y{X5;i zvEUn#^T65%Q~|RhAz?`Djj?;jn?c94s-EkQCPp@iQ2?3^^&I;fZC-y zEX%%ZK62GalVtBa4I7I*vVtxSe~_hhCgbt5NzOx zbRl_m-Lq!J!~YGjKoUxbLP9_}%)DA}avjh#hIa*RZQ(RwPi7Kt%%oz7pX7+81OIt-RV_ z{pwfFLK+JiHELui$sgsm4Id}ZEKlSU=@yjp{F`pNDTWoRRC#83B1{f2O!xBq^QHsU zSI1x1|Bc1p)EUfI?wTaw8#Z0k)WFADX67-T8AUN7GwrMh8%zz~3_0Ve(OGPWH^_ov zt{5u~@nT>KzI*E3IuF7!;`ug`_21Ax;0?79vPKvK%n8>`w_kXk^}DAxJPn?qrQTWl zXT_*pe{6krV`2`YQ1{nhdV{lStoxd0Y1j{`UOXdR8aAbW@X)~-n`S&!{nW^nBda%8 z$1)R+m=nP`+d$P~#*C?T6YQ?7HnATjU--Wk2UB8-f$7z1;n}`GtEH`GZJ1@(G@}B) z;rz0Tta4gg;k`1MVtH2%4Ivg!IkqH2$kMbIfQ3$aE9UW;NO8L_ci2>ky}?TT_-}rE z*6v?CHeb|y^NG!PAwxDHKZ3u>^!2f!*praao&U2YTqyprpPQcf?WD+mI!PMj&=;I= zIUKh%Fo@?SS5LV5k-?8VGWn5#^9GJxHFm}N6|6P<;+-|f7&Db*WAoqr-+x#0Y0dEM z!-sDhUi)$FKm0%cz|-gZQ=VzlrkS+iRdIgF=gzey_n+rm3Rlj^W=oEKc67_>?8Y#+ zng{O|!uFroA5?X#?zZW~ri{X|rSkqeA6lsUYxHKLOXt*WF`cn9ou3I?T7p(!f%_BX z+qZ8oQ|Dr%YDWx8Q!OxB#3M#>K$@N7wdn;=F`lWMBKjTf-~_1%<5s?&2rT!uqlY=6Y}9uhcIW%nBh=)q)i(_71$6EJVLVm;CkKvEaLsN_`B=Pa(ZW`W@d4bs^QF1dehQy z2q72H1|h1%GBpZFKZQsrwPo*??$zBh85V_hZu<7+w;K~{-}k{ z$J_{Up#f81BusnS&7z2Wlz8ELgjw(b_UY%JMqhIT*ri)qijoYQJS^yG_;N#4D?+L! z3E@#GDNz;lM1KJQAu^27Uigo%eLTv3bLBTz?q9iT`>LMvdPYvWdFhEKUbaSu5HHG- zwx1z(>8}-bAKjfEDyjIt=QZpqnH33CBv6sSzpn(WBAs{Dl@)Cpm_f9A_wG4Gxe>*P z%`?jrX7!8XZo0iK&%f@v>mt(@%{;R_aqqqN27tw^^8E9r1M;imujT)qIC&z*yEgOO zMpPHtENCO&%&_s!Scx@elBs+4fKkuT$sc4M8)4-b91Yn9Srgz;@E!P5o*FUZDS!>9 zH$+8Oyn035;_Qo=iIT4iyY$uAZS?2;F&GpS_g~XL%BK61M-{)|Q^*QBq#Op!v%8+n zU~VjNF*t+C@{2_*6Fj=+(V4X~x9-T6{L&BZlw8!LQPN;;1MtljH^UC%*%%f^r&LdI zjWes5A?hmO>f*{F&$+beQR)W}&VfWs?Iy*QvXyKqyqesb~ym@jtC3za!+QYTX zMS&O@Fk$>y{I%xGB656{Giym#;L>t(t#z{S8Abd%&LDS~#<~d0Q~LbtU;p}_{^_51 zh#mkP{`q65}B#zi@&Il8r)!}ZdvP+rj z8rrpHQ?pNcS^WL*^ABwTgoK5*eD`t_S(~?P9=vgI;D3Dc}WMaWGp3WAS7q9H!%_k#;Z{7h6tjd3pQGFK>H!-|2n& z9sCHWeY^I`MWxLoMb=zJwP0`hiC)?zRtqOlaWBT+y?g655?*@xP9V2%4<_XAg{G@2 zg&xgB+A8u?d*MqCcB1W$zJD~t(rJDtYs!IYcGc|g$KAKaZ&DD2Fe{}kv_54Bl6v&$ zp@@%sMXQkmA_vrzw)b=le8t$FqeA*OV%-SxM|o%k%=83>FcY1GpvEAQv{fpQk{EI- zK?q6#7Gwg35P9$jSVo%!20f*IrXWyYTU6++QtE=iP$CDUy5xver&I_HLX^lCRDoKm zsEKjv=a^Mvf}JE?zAlApG9G)c?2SlDLWjAi3L;56qEqeAB1~O^N>esI_yB&L4z+nJ z4_=tP4YG;~#r0or1BpU%>+)L_fd{r2_y`{!)M8C_d|SMzg6MFnYAO+8k#FKo)pAe; z63a3viCBQaBW3A-|8?0==+5U!+b4~v9pSQqpyAO)k77+(^&$g8*bpEQ?E;Ck4h5k^ z`s#T9P|SYUF;!&8&xxxhGGlB^q8lU(b2O`l_`QP*HY@(`dF{GNW<>%O2~;HTrz3&E zgSk&>U~C6fe+uir=Wc$MV<96*jreQ%zs9oIHk_V#EqOfm4Z1H5z`8%vz{hy7reNv8 zP{`JjV~7_Fi!2rvf*j+igvE3;I6cZi_7i}S*RX5QpMP|I46;{@NDo@3e`AZE(JZE$ z&CI@DG;I4YsMrA97R3eMYP@7#diXAJN;gGc3=d?6N58fGm=h=*w>`Visq?7L84Ry# zSO%uJ1=&Yy9^JNg8|$4xVl-#8WRzI6xinqV?DR&b$QiU{5HR)$tH}~@23DxU)_ZmD z?|nbrGijZ!O`A4Okzac0r7lJzB8)RXX6%}gmuk19U6}$=ACjX*NCM`o6XI zv4n$b1`l(H+soSF&GCZ6`Q^`s|I4Md$V)9P`?~kZ@~&wd=UzF*^5t-TWri=Tteb}^ zuu}X%{xY!GO3e_`F4~cegi{GkY>8yls8Qx*nl)>diLw0O!zBsKEbgToQTj7ju? zLTK5eWqt~~PGW`Ro>ljtlcrIpBcC0~&qbEQ@L7(0nCd4Pl9f3D0>SS?TOZ26^0|?Q zNz?gFWtw<-?+2;(@#Kyt1IFfX8=mv)-~jA-f6vE1`ZzX?*MGBq(l}%Dy5ZMFk@T}T zWx+a~e7B=>S~a4X9Qd`DzQeP&!yN2mk3B|DC?Q*vy^5)#vZq&4OVb}uZP)DIzrTaJ zdW4{XJYohjtu>rd7GW&_@wxK82BD{7*eEb~_*v%K7ku>G5F>}lHBN3#+P&5;1j4AU-CsNN(9EfOr?y^_-Z2a2 z`H8lDq=5(2XH}no+;Cz8YE=zk_zsXGAlzPZlaCTK$YjrB$0J65{3Hz~y6GBz4F(bK zg@zZ?P3Tlg2$^_;31Gx_IOwW#-g%FPlW_cX<47+{OqgG z#tx!-GwZc_u9Yu<`|ex)0rjH_x4Ky>MXlx*LqeYLOCygcR0O$t1?;E-8JMDM-uzz3 z0O+b120?-ZP~|0$JY_*5b=Nz)&YGDC03c^qFLR1YcdQe4} z$Xj(}Ra|`#c*MHuh?)^(<)Q#bGpyH>2DyP3Mbg zt_Ykh=VVJisR?mwW}@VlbD!EihHnGCBG5uoy{9@Gn#=dLHOdNht?p{XN5zN`A?z-J^{m71$j;s{>U_~-xS z&lxQ|Uyhrd0E}db_{o!%W7*eM-Y}j$Vi$#T=P4)GEl=ED=}3qLJEDDXHoiQ|M;5FU z$IZ#slwnh&2I6ZolNdOW(-9*0F5=GR8B-%NIeKOlgu_pPpE6`bO%^`g>^kLkv;M6TTN>*SC_zD9h*4L5iSMsHP06-vSHCmq%q!Ru3sL#Q}P=)X*Ujo$5N zgfPnkMsZbmDpM@L1FZ!7Vjt%X_OJTxRVD6|Z_fW_WWK)Rb=Bz+K6{Ts zzTGVsWiNpfpPWFL+SLNNs!_#aClKbkSUyqUny&hZ&F}^Cr;Z-jt6-J@`v?O-0lci@ z1%+9R$b?ovlAyXxdpE`9KS5g_U$^|a(;ug9mwE-d0cVsYD`ove1`Gs?T9~D=pdya| zZ~(m+ktg^G2DV^Fj5Nmn@SG%7i1`_fe@9fCXnzJ%cv`&)yva_ouIhU+nLMKTW@rnrEFys## z1`!s4C}0a=N=qo>U25immlWdFH@V(sJ~a^5kctv`z)PT65sy@7VG-r7BPJi2+TH1C zvm)GZIb=>Os)K~YqORB!BojPr>I#*!&hDqL^>P%>(8>IVE9?f`^S$m+CuWk5N z9C9*&A7;$zq4?E0&?49)GpJ0E*!!N<77^e8oe-kOV&09GIa6DgVGH z2Rc`uah3f|D{k8V?tc0ij3_8*I1C1}eo82g7^vupKp=XG0c-c+-DB2`>A9xo9joqe z$;O)9>6gxo1tUg`a1jIrGYNwQglT9Au|Vt*C|fD{zyHrTiH3`~;{Tr4qN`+9Bv6q+ zMFRhU60o2UuV`Oz2r`W0k>jR|^AZ-rIvB=b4qyf~O0k6V%<{xF|Izn9?>xHmszsT@ z8v}a8m%Mq&%FXFAim}p6I1AGP5F1zyg}Xevg$s za^&TS?kl=Og*-$e)u0bv8_9gO_Sri3wusRBi%-4=Bw%~zGE}Zrxu{tE%~{oLmbS5b z983fz0ZV{PSTbS26V9}~(>g85)|4#>Le;pcw0u}ZcH6Ss0{=T-q-9Br&&zAGTxiAC zx&XCd`*GqpxqRNLswxxm@E6_L|4$Bo*5a?VPCK8ibz1-BDFe3DYs>vFe({T6{_>Z8 z@{S?o|H_A!d#Fg@R|QhpORT;nOO~+u?B{&ofd_o3v`FKb5f|8UIa|6={Ch1)*Oe@_ z|1rXq*OxY(PAo~AoxEgd)b;4bN9lu8X$`B=X^r}G>RW>vH)MBrUtYMJ`HCYR zE1{7RY5c`s{>8l;?#&1evWu}j&+Cq?BXG`0y5Hc#cPH$d;FCrH=_=#u6V>sE;d=8l0{@{ABLzt!tiE!3hda(r;sdO0IYF3llGC~_dq2) zqSf(}R?tR2X{=_#ou~RBL*0q;T15e(niSXx*tThbXgYhVau*s5V(0>EC|{#xW% z6n5>~D?4B5R-J7}@42?8w*)rD(QC*@5iubU3sS@8=cIt4nXZN=gy^20@@rh(KWNY( zstZ6Vodr9(HYAurDm$M(0|>82bAx|L`goM`I(=kacIj41RaL2T z6}2?z9J^;Mez68KJd`1BGk*BthdER9!GfLYAS48hMPdYt26DKky6#(Sfh}SelwpCh z zRT>y+czbJE0+&`P0Rn~-J7QJHffj8j!7Q5Nn@w}(%u%l*a}LfaXDv?;ST_I$6~T;n zNcf3bN~y>Re)S7EItalc(qyI%6~}q9F6P9C1?AF!mE)J_JEw14er1#-0d;vxdsCrG zjefdrofBC5$K|)iC6yfr5&i9`_+~?43I=!RAW?z~WjC zV6iwdjT(7op0Gmqr||t>pFp~P`Ss;vdb>iqmka5kHk16!5+ge~n58#Fk_?l^h{@D3 z8XBy_GRGiD1ErB&rolHxUZX90!?63iz98dXthg--0Z!flHp-jfx3a)0Ft=a#$t1_t zxLTJatzOA4lCrnWz>P>I?&=MzeNCyH3u(so-lKcj4@eSVMqU`Melj*T9^N>3-QXLR z-C!1d_{QN!KT7R4`M~gEO*}<7D@l*LmO}jr*|xVmC(=ue!g9bqtD6OaQ+5va#cVC8 zTu=J>4?pj;G;@UWUEHId9o2MUx^T%g_B{(VvX=Rz;k#MPjdflgE?V=Y!p-$Fbah*aq+8h?ejO2^VCyM zxiYt5!!ou@?5F=PP74FTB;BQC`P<)K3UiiamhD|@?joW&^Gb#;=Wj*{ zzEC`sOp;ag!+~P&;gqw3NAXX8_S2{LKizPCwjY4ZuU~on-1T#*F5iUn8^%A4eQeNU zxVxk09rRE`C{Ae1Z`R}9(|fHK=MyG2BHq95{!~4Rf7dL$CieQq&qZ%9V&5`E;h_UC z=m@%xH8O@S^8XNR(@{{~pB%Qgg78FfB8t8s0gtpEL6h_QaB`+3Mr|8~TG$xO7RAtmaz&om`AmRy z8QUc%qvyh&k@@`k=Ru~meDwZV@0I{?lz!#Gl>o5GEGJ$pV_ZL?kVr+CiV&@c2UAoC=wTQHqGvOC@+o-Z|dV z@ly-JhCDFHh!!V`EjzaKSbp~0;G?yVy5dh+P7wAlyX-RUMYc47pimAEIQ7(;IK@n+4LNY21?qKsS6%0BS zVGRcWK!PU(6dHi&B!UH<*CR76m(Q!aH^5Bhi0va>upi{98g0QH;$^B!DaF+SxkqS* z-=JeaQKOH+rJB*C?#8xgk$i&UqDdFsHRdkkewQv?EXUJNo26+*IKokjoD@ltm|8@G zOf`lKb$OaYbn;DG@h+v)_S&+==uBv6q+MFRg(5-`}= zY&1VR;Fj4Eg*q3eXHB{u6vH&z-uTN1VWLdfJs}5fIJ;q-O_syLso7PdUV}1olx21L z{nPH<^%a|LE4uYu)pOCYMRJVzC}dXgI}n2~Ia*&VV1X6kX&6@kGzu03?8G_Hbg8lY zi09ahX8sP}yvx!qFKm5b|B>`dsSq+Y1k6H+7qOoz9kzN{aN&ID(8WXDyn6HMn{POg)` zCTgq&Gk%0v0QFRm=_g+pfEZ@Z9ec?VC$3p#SSCq!8dJwLL3aJQgeThtZQ8*J-#*2^ zj>*4OXp;%H#7GB%eG-shE0R1VVF!xYkUU>VVz0PIg4VH8zxtiktB$Su z^n0IDm4WNC70+@q25%nh5s?aXfC;KCnDo(A%`j+dkLX6RmD25(ltirKXbZhS5h@Xy zLwS%&hq=J`lJ-cfu`E&9N2YA2rs#~0-9fxv9T z`P4mA5e6XuU|Nub=?u@pPrO?dm3jQ#<5A?s>U7mUf<}+&3s>yY4Z;a882uVfph(C= z5>nwOI*sV3h6XPaynG=FN>D0K)r%<{Nr0CRxxnXA3SqBoekJJX_(I2w8vk^+Li+dc zx`%_FSkfgW1-W(6*4o{Bm~bG3$_pekN{l=?;5DuyTi@L}bmLGLCJfs+%rVkX46nG% z%PTr)ir`e)Pz-4-6REnezxM65!!`{Yv17#SL$gnRm`)~m+edq03Z#O_P>Rsx;||vd zFmr+iIly2O3xGXEA#ou)gbAk*#UsZ=9AWS%K`I*p1fwhrBokusRPR{2V(F`!UNwr@ zcysvO^b^C72&$k47K=HmoJz%mm>?tQ1RUBWCRIa^@06v}p3i3u5zUdsX5KoYD-AAE zV-gts4Uu{WnUDak$a4yR8(# zQQy9OV|PLP?Af!Y^?Dy_6oZ5rcfVh#_`eru)K$PL5~xU^B7uK935*#t#_OF&aNa8H zD~p%^U;p)A=K#Fa$g~)jXGVfgQLkRQ4b&H8${+ECdBpPFDO8>xX`8G9Aq)K6rx%#> zhx@-VqJ_<4T=R45&aIA8W*1Kt5?_#PHM!N3W1ciEz$)g@fi{OCD*<{&lv?!!k8FFLfSZ%yBOSKm8)^YD#_HY&?VP$`oG0bxQg0OTMN z*}1pwCz}T_0~I8j0kzVK^j=fi|9pRGmv5KznL~x-x+T|HXog%V^uvR9IAIR6`IQ;3 zT>N_JaBHCs3443P@eR0UEMcE9V+mNAUB@r5h{@*Rh;fGzZ`uK2yt%DkZ0)|j?yDU4 z@3{Z%zj&JxGL39ti`|uw@SrXG@{7gRf*l9;X(T$&j|=<^C$)eK%87zlsAZgbvvbc8 zu=LE}%XI{&7NGsf%|mnlsId+-C99}=RrjH<4IS~;i2S~n>075;u1fph;1V(BsGds_ zCk$q1IrZMC=eBJp&{?pA&)FeZ3|jKGEKY93i+3BviHNj4k|qSwAOwIRx84u1Vd2p%m4DrFW=n%W%kKNlCy^ z63PiJZ4^hE@@PbD4PO89KDqYVYq`wQEad2<3UY^OKJAiEUEwDjOHn$ej>F?nDGh{H zT`=Ps!sv#9#3MO4jh{CyEA5@I&(jj*Maks@v(>cQSKW?TQ&JYWtOV&J>wXT8!fwJ-8D~lOAoftj6}X z_7t`^N;bW_DNYldRWBE~`baf?2?sW{O9v%5^^+X*ruRR5KMs}K<~{Kxs+@*pwaX&& zswG#2->QK$1Pls7LLbnHTKS z*w+d&kwLtelGaVQW~#JA%Z~;oXc~`D2u#4m$nL08dl3*|CF4^G3si<{MIYn2}c$ z-e3KYVs|1MyW2uh$>9c6OBj*RD}I_Az%{=>J3q&ho}LFqow3i z7&+(^2nrJK9|>Dif2dd4{q zjjRNxTdmyFn3#cZY2Twsug7~)HaN=zQJ4Sx>U72by+EU`0#=bgMFJHG{M$(&{9mKh zxm9pF>eo*f{O-Bup7N&_-Ru*SZ-J>iUpnrhaVW{!+*yxII4izC7q<*~ zG+@Ah^8Bxx{=@xWBX#+(b>!HQo0n!wljXx@!&e)QdVZ97Y3t@(BulQW5d&)&9@dMc z4cS(@?Z%Wg7RTUjbQa_on!~J>w(D>5-pNC^47I^>_XoR;=`2HIy-93do1bAGgq`!{ z55IIQ_qMlgYq79J>t(Hdn`ZZWyP2|KGwe9Lqw})P<)m7N`tIiMvb(|yVAX_iC1#mK zDV9>C*$*I5h&GSV#zc{W+TGvVouh3&zj>>9XMVu9DrxX$gB+mO>RynrqlFeE@AR9Y4|DhL@ZdM<P!U_)0 zn3`dtYa>A^A^dB2V#|toHZPp8iV;sA)Ehd9c!6%q*WW|cNlB$J$8u`pnT_jCbJt6n z7SjFs97Cm|n=2S(!};-NAD`s{^FW_i|Ag8h*T2B1k@hMgM_G>ukhoBVHs(DTiEs)K z7NSEENRJTa1|C8n3Iag`n1|Ls6m9JqqQv|7(&Xk@+576w6?c+Mbly;A$e|KYY@Gv- zC{WX+$F^M22d=}U7sFG!$4o{Jj| zSNpX`*o6m~^+7k7mFqDfdLZVoK!IKiM?Rs1K6B4=0kgw=j!!F1Krp0~bv-N#?*I^Z za&b8eI9-JH>(vf|<8_ghQgZ0Xz08xQth&%87$L~1vL3(6r};<5t9!mCvtKvrnt5O( zh-NSz-#C6q0lB3DOG7+UY%wVFM}-3aJXJ92QL-($YgZr^GOjW$h*fWwk4H&@EqmSG zIn-&{NhvCQ%YA=$-&+M*^rT9y?cFNTTH9% z?w7-7rn%^h*PGzxtRDg3c;XseWD=Jjxmw=N{}dj<)A-y|TloEGxs^Y6>a4a@cB%e* zu;J?f8TfJeO71Vg;qcpw<+`SaW44$d`lInJz7BDX$hRV%%*UudY?Ga8@gIQC%u@kW z$c<=>eEAU*4K8Ifn$aYwRe$-!oc+*vGySgyX^hsBkPHZrwYNQMm!3+$jJ>0D zP};T^V>0|q|Bl?)zvWJoI>>cU=}%(dpbj*DE8f(&Yk(EvL448;zkTtG=Ml9pFs?;G zR(h5RK$FJMcQ*!L!axAPCIM0k=#UiJ?3h{Lq#daJXsMv_4_{YOQqwVd{Fr<_9dX&U$RWz6y>ENsAy*_Cz*#_=AcF) zjZiWaxhq8<{{|EwZ)`l14nW|Q4V@yAvfyE(d><*aqt}1X0wfU zq{pL>;%GoKdE&}}sPM#x-XxQY3D--Wb!~Ac8DT`Dhft5{;3EOD_JuOQ)??VHl+$VR zH1Pc1DpD$wr6}*+6};gu_IH5riM1R$MigR&_b|AD?v%R@mFza>$BQ@<@MM-njFu@R z&?OQ~3}#KloQDXOtPsH}W=`!kv$nX+ZK%B}Bf5L4l7dPjft4)QO=i}K$1VBU_c~KG z78evAThVWfeR(C)#B;3Xp4nur0)aELjp3#Q5 z%~FW)Zpf9|MWS~PmVx9$1b~-p1{$8duo0J+FI8=GFmZipL#}4~*VXV=eO&Nnisy>E z1xl!Ut?grGoLOPsoA2XmCb%FXv*SzmwM`pQ0DEv7mS2vHbqM~YK6_m}VG!*GH${j~ zAE=2^Fb=1b9=u5VC+|1EzqsM(FgaHxCg*N7U_)gWmEF0rU4z)tHZDg?5Bpnegv@Hv z5Qo%Kg%T~It4O*HAm8Gh9JJ@V-sjI9mU#vbfP{RZq`m7*RLc%-m=6fUAK;!~z0V1PPIiWp1vVk>@q8>_5Z_{WZ`6+SDU&1yUk04Q&uylit7x4S-tNipSZY#_u{YWI zPv=H`I=QsL(O9VEk1&BFg4U!16@ z={$8>zUh?zo93JRv6(NBh~^iQ!}0N4Sa>tYOI4xK+k7^R)(#a<^>6d8z8_nip1SU6 zJCtPvly-psl~q*!z$KFfhmrH(of?QA#nq#c3?1q-pTHp(>GR=PU&iyBvzx+)5B4y| zHX+6QGoS)WvQuYMPYNAM<9nZ%{|6TCusJ&usn3nEnIX6PhA8TNj8i`lAjrzu8MW%c zi*Ljbqf^}awtoyBM?W!t)0!`=Awa<(1uVEEArz%ahG5|@933oe0eIBpHuHTPX$K~Y z=BTPO$2%WBu*KAL5VPG<)s8wc;`!qHxBRr0F$srO5XZgk*Jm%F0C z&)}lAmm6RlW#`b(wx?^ z4u>;FP%X5~Zt)q{z=cDbg)~43lOZ$R0}NtCDa>1<0ha&~$&K`n<1M!oK_CtFr@nR z2;u;2)2kdF9s_LQD&SY^Uu$e#ZEreW#hsyvq7fbi{@K3tUy|qo1(D5r zD9T~qQjPQ)RDCW@a!bI3$$@%h`p~M(gksI^)E!4k*S253f#@zGX81sSKq4GNo zM~tDi)lN_MBq582InY)pO(wQuBqB#}DA>Jn%WC*RB2`j3+*>KFdSaV5KQDJ=5l9ye z@`(8$)Kq*vR7Eoo^eym6opijtB*-1*lM-hxC5Fh5@|>0+DvqmC3$rR6eI({4>?vHw zeOnfrT`u0^ACw>Kpa^}v)kVWt)cJkG?z%V*tiHDp5ZUwu65&C_(sOae0b(Wq&k`nK z*+y|A@H%O*C}mv={znMoEHx-pa=yY?E~}Y1wQeKCVKKF-PQ%gb$L2;+c-fiAqn}!_ z-&B|OM@^#A|NKiIQhh*}YK!q(?M`M@-J5$=bv^I>;P}nUeO#|lo-h@m+)`dKzcGug zjwfU}ZiB-wDEGK(ASW1|KgRTmX#xxB|DImY718e>sejlkvKDcw_dd53b9_9Quz%5+ zE5t2vL$^cb9B!+OM95<%A&bLRY~8w^XA7(I{uqOX47D$g-5+@EahtEysh)4W4L4E_ z{q>Xc{+nai8w1GfP@u%64Z1k2keDOBG{o$`QDHsS%iaRN1JE;Omj{vQ9A~eSq{l?e z)S!Ios`2`N>&C!;2Bb}JpLQ1cjBY)jj0?6NT@yI`X1vkhs{E%3`i0EM^J9*LfT&61 zlmkds)hXsr)pEd8K%mE1FtNHLfU zM#@oq!C-dK>hpj^UnM`~OBp4LGkDMpL2T*RWMWCB?wG=IBRWP~0yuRdCL z+72&o5O;d-zrVoeX+!JfnYtt9DP^a3i>vG<%SpSC^c~CbF;M4RhX@#@P1fOnXF|*v zY~)G>i`RcUv{<1x4)=XrKB|fftmSD{=>sEA+cmjKg%T6w;K~(s7NaOO&)R*#Ce4K? zu>uzfU^Fx4>&MacLt&5ol_i1r%S>_tTW#YqU&RN5e;YeuRHZZlg97Br6ahm6tiX@E zlF2s{AMdZzz-_RZ%_s9K4^;HLGh}=A1d)sKk_!b)Dp9_$ASCWm!+B|AOkK{JBomMt zEkG@*&=2qwP(gzz9^(ND`eDccEJQxJ?}CuKt-MZ7GVAmlzJ8lZ$A!HB(;I0vk{*Vz zI`JFnTj^O>&w6|O7BS|9vhrz@M<3xb_yf6faC6Q@z%Yg;!6Oivcj2PN-sHSp%4NyX zx>9RqM2E@jyjG0SiL2K-!NA-fH{B=Dg}}J6q@uij@9mQ?+e@t3A3z`^XS|5e~L0>!QO!2o#pqOHl8;ng3Po%_E*Zp$^lNkspOYFFj#X-d>% zY;31C05GJ_=Iz9jR-?R7crU1Nx(O6hhx^xQv=WS!kFA)wjo3GT>VEzB*JB*QF#8|&p)_(TF)~dyhi5DsKC-TQL*b;vg{jQ6TP3r%$DwD`h6S%?qKIw@Bkm-eD<*Ir z9^qIK(9l??V-dtEUX`U+*{rscZP#`#e=YiB6KW?rd%C_%@*qIs!y6Oo}}W6|pqs%}pssUnwKmDR|PTF-$6(l}Dp7 zx@v}aTMfDAD*>W(Bx>wiYp|t01;+-`L`Bjzk13y+F8epqEH{s#h{%X@VK|b+j6_-z zeI@uLYk^|UR3nQRAJ1U0ZyZCPl78NuDjGZ#5PI~F-pkrfsfW$DOj6UNcO{&1$kuT1 zu0+7C#-MucNT-+q8zcFy8C7NY9-=Dv0R2Fyais(}Af2@r;U8SpP zCslmynrb3z`108ZQwFqp>YbT<@@g6SYQ{K_9#kbvl9hCc5jSM$Wm?S0K5>}72eDju zAl>adNBT?Md3!g+M$+|qI%i3oRbuDyj)zdwdlQUH$9ZilGN5S+nTXT4RiZ@91;&-kxkn^QRLuY zL6D*Qqs^>_u!w|fEYhzT;tHO4V1tt06Ver<{eH$~IORJSag7syl$t`xLne{lkmR z69~ePKIQ%**ZLQ7ySolPQ}g&+&KuAV_2r%5e!UI8V}CYkVL3U0B(mREFc|IjhV5q=IpzGow^h6%TXSGep2j{ zq`&Z|ahdT+_Bb5{dgG`Z%oS|}V%1l;l@c<&Am{ryUYeBkoVyN$nv3TF~OEZ)~8f@|<|nTicsfc@9t{R$-p+o;L>H^I3fRN0{411QLjUUeUQw-huD8 z+Z_;aV!M@W6mo8e34>oAI6e69Te5Va7qxg7pKp# zTLPT>5`a<_-=wS&|B1jkLc;GKV{7GP4b-_N&h zuP1_;{DVjpVl^}4m=c!Cd>}51uD@jhol-PzgTKBsAsqw($RmhH0>9t)Vqc^iR0Ucl zq&k+8v6MFbh37k$!taH?J|oP1XY<~)TzMzynI4BKa{29*n5 zU#!opOF;#chI|sg<(}B&Y*k{X`=(66>O(+M`FVA#{4Q4;E-|TgS=}&8VK+m4L(!r{ifhI6=XtTUWKFeys#JIHB3$1`CUs{}ZrBu3{2HU^gY3*hnjblrWz zc>KD|Y&ATkz8|uxdLUu+s4v4FNT=V5&lMM1iE0mIEFl@82xDgp-J*}Hnk(UsfxY%NeXa0R51tEq)|`a6c?O=@tG48juCs4eW~YD zAv+1qm#WfyC@5&0LwHtO{FMh9_~mZ1Ep?=4YMYsQhcV}K!~xj4?|nNB_m zqi|kxxIGx%S#|67U&8CWo;sva_2>{)$B<%5*)qRHJ;j)1h_!O*8jz_ykV^e!av>n2 zgcbo_y8u2H(GH0b!dr=9IRM7AV-*W(*A3x%8lo#I!M61 z50#ioiYX!}1y%U(!PBmFvA9c5ChTOi1(wZB^V;$%4GQ+!#t)=XP7zTsWEqtA%hLh{ zi1cE{@<$*D;t2?5((-2%Iz_>SIJ0=xhSyBQQZ>kJbIXeW(aJjXF53fyv3zxa zO_EIT55-RhIYdIFinV4$Dei}ue;k#ATrWiH5>MhLG-ojh7%$T)j+7B6;SR*S zF{d(o_ujahigLq!w~Erk=5RdBde}L91*dC@n*x(aoO{1bGLt7tDkn^a1oKT#Kp84m z!@?{WkCcM;Zz)xbpWlg@3gn{Lqu>K#&e+OOX|@4nz?!$l8Jz12fws_d)wpUZf))IDYH&O3J? z@$aD;y5W?P{y%B1|MCQ(69qVZ?X-8EjGQ_hRXGSLajI`{c)SHZhG#U{ff0v_v67{H zV}8Y?!?CbguhDxnF@Fvdq>u6>4t3anCq?O~-1MkjI}InnTDw*>7^_o*IUmrKjZ87= zg-#B7vxqhUVu*}53-#`44alJh?p+CnE~IYn7gQE&I35L35ifvp?P3B?p*9rcN$9tw znRd5varUu)Y@N9Ix%UsQsHS|r+?}12t8Y!23Ix6dhy@!gL)5yqLMg@D%#08~vbLg1 zpoK77f}$Fb2ZP|%BahxyBs+4v5{#uDXss$sWA&*+PeNra4M2yEP5}en z10ErOUc{=d_WwIL@cWIPvyyN<1hhdc8ugFY4cvTQcq^G%wXpuSLJwNdq*g?|4r}Wi zcL3KYPl5rz)J4*0$wN9W6M+z+nZsQqpIIHDL%9ubKd%}^TOv~fbtdO{Sg4$zv88Vi z@MPH9hUKu5Sg@1xAe_&*b?QegljwTy>GTyr0ww_|4anHVgPbQ2CbJkoPXVJboX}RJ0d-L1cr-d?~RCe;M({z~m z!s{WoKpc_1bd6ee{%LqJ6g-Y=i|^FaT>IL#?m!}OX^GN2Dfj&#*XDAv@AmfDkaPwK zM-=#LTC1ok#OZ%c6w)r>Kyn9^aP~Jy#iw5-nIa~SW2bW1>G<%hzGm?LxE;*H1CvAU zN={Dc6B)zw6*mrqsq8vkr?EKs5W8DwIGXW`-zJpaQz0oJa;8Kj8HX21kst_=2lAK= zyh{eNgqX;es?;G<7N9pdZ7iH@2Xe^u{AzfDSdKLuBLy*3iOO}*a42TsyJsW&*SV;ujxw+~6G15^;X$ZtG+l)ng{ns}f3OdmNruYyI26Xb#rJ zhlIG=nRzvAe!zXz-Q7smsp-vZ-fkq{ImvIM#0EGQ=>PZ2G=1(wZRlMJHLvwO3OdTs zv1u1?#KGh8p^zoHz!J}S1O+UCu)h``aA4gs*JpRX^0nIBZ^ zgxFd87`=Av6|u$U_A+!|kuS%oZ^6K%`U7sQ+7v%0h3tOnh}L^b75pTACvcpc;uv)k zQG=IYurj<)8k>fL+fAhUKkTu~s2A9#+4mWl2xxo*xkpP?Z+1KG1%yz+RlC19vl{%f z70^}wX8^ASdK3-SfS4W7KM)Ym&~QIC!Bu%9p0)xFS+VZd_S5}UjiujSF|G|5u~wfn zY+tC_!_1AL2EwiOg8y@ek7>beLW?aIDK*^PNK28YWEwLM#{(&_U-t7<##TL^>g$+# zv*Efk^K*T|t=H-8(GPW>Tyk~&F-+%cu$Go17pfXY^X=&PmiRi1nB8T>o8RmmX7AB> z?Ypuoq9G1jzAa46Nuip*ts?b_nhJE!wK zLNJMRJ&1Vvp+1uTQ~6uHoCm$sz@?mKF=}5Bi3g(@Yf=yh00ziaNdS-{V*2pCNnrA9 z_@0eOkmZoMHdI{QZ0aoO+ihPTT$wVSgg$q*YUO@e+2L-y?^yfzlZ>MQZ~No;7>){) zBt<}tl>a+*3LK3L1#RZ?t-J^XXxz|h*+@7zb%9bj1njTn85B68EF2zPnxgzr*g^PQ z%#cH}0xND_*0wOop=v2`SEI=^WVVnK#NW7luv#}xUhqDbsE?RWLLxp0iM?z(Yx(xb zT9bI8Lr~%?G9s!>=d!W$W2fzB{%y_W)GD@Gz^03|8Ja}!A!JQw;;h>S@i#m;2YfPi zo?tF2(UlO-@Nhfjp4^dP*J{O7BjfCpf!r!bfOa^X752#dH_-GDB{{;^;ql`1=5eTK z79n^qHWv5ukid?|a{OR!LsUovg?<-^5;YP>STYp`arn0Y58X#OO5$AR>qNq5aJj^P82uCY^beqd`MP9ceIAuab zOtk`q_4f7t8w8S&`;S1o`c)wF`vU+q`rN<$mYD*(F=E{ts0X_{8qL8}#apUEA`1XY z5spk15AeA81XuY^5X7H$;d?a8jlBe=#2g- z8iwl*<{&ehb?FKh6*~o?XynIj9TGW+#|(^wO0-wP#XpvJ$kXOYnEi7FC~wfnTK}Zj ztlpX~&d!I=VlM97F0}p*M3^v;xFco}GA~tEh3XrOluE){wh>n;?+=UEkH*+|J>wD3 z#zhvsp9aP8s(X5$30>eZ<}liC^`UyHoet{`lU3_x-p`95PsXOQKPnfJ$hA59y!|^` zmx_YlqG!I(+q^v#S%?IcsfeXZu}oXcQ|AMC#@ztd{dGV8KZ}>yTQ6>>EA!#e&LD2L z#bd&O7#tqos+-LYMl@cz2LV`7)4n|b?CG+DB5=M#qIwLE8OW3)j1x^_N8ABQe?F`iKP$T6Tk|(`2KTEAF;QHj6D*+tMTey*+jU?CF5N3^0&Q_rIt4$|!@eOu__? zi(BejgJ*gdm}_dlpdOqz(dRh6H}|P$hC7wyKaMhcnRc)rXvEofeXR0`8TKzjEMiu+ z+6rz>@oWAC*kQHY_4h+uP)W#Os-am(_ zLRzuiIkvPW_JXmjuCaOMQ8=!MzDh(<7jWq&SPd=edL;RxBZ+yRO8>B~s|Q1g$xPe6 zzjl6jir^^!RX2-B_td9M{5Li6v{hdnZ{;Rm_ z>on5L!k(~ZKOZx@GVUxxK@_Y(=dkFW<(2Sz9k77Rq!k%>HEC80YlW1-TyiEtYQ-wk zgb255zxHLXV1FH-($=|Ie49Q@>UDPARa-y2oemdejM`2};tVlyD2elxO5;Q1gIY*I z-MtgPkUB_Eza4NI%{g9pH;jK2gR`&#GD(5@Q0@7pIV37zH#z0-R9^lS9}G_*?w~nC z>)>%YP=0+P!&OCWRD@~~u>XVi*%rmj0X;k4T`ooB%py(%GC>`xRJGwz8FDJbDASa)nQk=m$CUi*d(HuA15XX@ZkY9xTP8sVT!tj$+ zExhmWQx&5S=gc?~9a$@&x7(51!HLpE-UQVEBBzSliN$)G;r0k+y<*6v-FPgiCMkD}T2kJ+nlE!C5xWSyhDLF$ z4?72}#{kPe5@2a2iYgRD0aDy99Cio&&3_KI*!7s-k)UcY>TLQCbJM|KFaZ1A472`e z`IOtKoS-DX1sq89kZ=B9kIGhpL}E+AWiy=qb$e}t1tiM0OWP_vtKXm3CslIFe(xIR z1;{yNkF!dJ5R3!@kS>J*0l&g)b#T6@%~gfE4riO@qgbD00S@I2xSfbq+I+YIl%ud< zp|UbaS2S`=ii z=kfGFCbtt6w2Y2cD(J3NKw|8>$Gl@LM-iIT1l(>qdSb|Xa{+1s4A{Od>w-*m9tM>B zgZtR1yhZ|0# z$JheRt};#LT-P@(Y}Z(z%KC{mZq#pO_+a`~d@7k&Q74c@%t-2ZkZ{r6He2k{92VH| zLQ@G>cPAMb_#ff&mD@;r-O$RY1FkQ4!K?g$k0cU{&yyBa7Rb0$OYh@GxChCYC%CFS9e z@8{cU7t*JKjw_j+t0cLGAUxFxn~TOq^fbwlq^OV_1~r6=h^a`}K}r-!uwWb{h8XpI ze~wi4lIKhSlZi(t4o3C^n?@{Jq^L*Q}7v(ZspP?F7R=#zs`t;iZa18$P z|6KHbU)1@1SxxrP4kV&!p@IS@%E3mH$iSt)kHvjy{+ReNx{TD|{th{BdS5Ginpd<98!3zuZ-Csk97#-wdQNl&97376b412}ylz_Q!G=LKHwD|RsJW#HM zX$6u%q@MAmAf*H}h1k0Z!s}!4kkmkyd&0$@!E%#apW|Aq_|{3n0j~O3g%M*#o03o{StFr%aS82Rp$Zt!QXpy z|8IX`W~Zs`=H+N!Vg#Ng7@6Q=ZS_c`>C&~b_#~K0e3hUnzcJAHtn(GE>ICD6!Mce%pp*1RlZ3eesl`YL&Sc$LuVSjqHn4@H;YwuKys~bDC zyKb$dxmUvhR_XjSzbDflmC z>CiRAwHP>H*m{LdXY7q{ZG8Om=G>nu>OYt-Qalsqqyf%qGbmI@#~j2%i0-0BK!Xn2 z%X!&$h@`n~;^V40O}^o{Y^hBX$d&?{ueV)njl~3lvKoD*?Kjwq2GG|@$4iq3C8U>4 z=NYjw;-UJZx7qG^oq|41y>X#37LL-i?$E7h6mN;m2P(C5Xft~etvSyI? zByDnp>-caYVP>-Fgkxx6tLdI9N$+w}Ox5@3=lO4M3siNrSAoF9OAHCGOPkje;XgZd zd4YnjFl`Q%8?LsSbvCJ!3MoaR$jKAk@As}14^C>L()>R8W_hIHhu3lPyhA7rZT$j+ zJY^OHK9rSpk)mA&9JxE z-ziD>xxqWs!MhJ~>aDl1e5Mg|j3%;piOqpx)`EQi)dR>;>P55CHj(a-!N0ClQYf5` zy#&?eYF2*1G5S*LhRdu2H&%IpnrPfBRH;vcn5r~i&q^l7v9Cp_`Bn15&+lhPJeSDt zy2rok|3FX?es%cYn%xu(F+E?^2LcPYf{{ZY-2(V%L~4shkvh zW{i+j0)?t%jF2>1X*Z>^Jg{0l%Mnir>q4@hncf$U2}J3BfTSR15m+-xmt4a&V#yMR zZcJyQA^Xy<^180$iBFjO)Kxu%n)L9&SpU=7Ctt3Z1>Wp09_oV5FxO4)O$1 zr0Ga+PB%xAhEvu7 zcbm4Ordt_DQ=!4hve{_8nl)Kl-gn3v-3#HrCnL5`uEM&TH53y&SmCM_)RUQAi@vJp zKq2flhlA9YN6gGuE=TYL063mAn(fE0qc#g5m;ST;lSk4cZbHxK6~uBATu$5Z+{N<{ z=}sEM zX#g-d=W_@v2M&=O>8gdb4y_G_k#I0TEa6M)(KrtXWW;K#E*?W(8npG%ih}A0wm4Ng z%J@Gst4?i4(1Q39-{-vPy+XMHrsv9||z=O^l3eAVct7 z-L#YzsvBKLw;m!1GB(;ChqKTUypWhMhkX-V4Q5CZk4t7fc64d>7!k5e$m#h^u&lQ5 zHQ>vGSpNLLc-8Xm$q8Bw?B!FAwMt;a3?&D_FgNJ!q$JjDMN7g+4U6LS}7!k}ujbYz?5h888=z2(8 z>DJF_jMg%ScrEQ?&3XRYJGpge>UOr0^ zN8ibtuDhJD-iOHhEQ~zEddd%$vxXFszWPK`e#b; zmQ-IHO5^5H>(C0ASB;hMQ3B=2qL@>lEXqeQxgtwurm`=P2ouMAK3~yzi3b7CGjRyV zV0gZ7`-6%YY!N>8lC3AKp`u9pk!uX>tL@j?k%$G1kjJ{CW@~)MQl#N2_1ct!*TEA# z-&!g{j0*Ywq7u*Q>Dm}dI@Gh@%yED)cc_M#%zO^{&N?ZOCo&*T};WF%p^p%pBXi(wh#oAUb!|B|_AeGYiZ<;Ci zy%Y}+zVx%$QIiBqQ2N_`Ujd6-5+EPY!++^wI1n!m1%BWUlRp8*9Z-k@PU1Iq(Z^_=Kv%-R-b;7cQnN3az=fnhko16doYK~?VQDX zBSwo=*28FG@l46(=TzHU0u~%~ian>(qE?D{CPg}z$#%5Ob#i@p=IN$(l+IED`0JEp z4*_dW+*}EAtLC?79hcMD9x^D6qhU;~C?5rEN$QxOflNt^%rfrtk(HmjZmn}&IlY^c zU9bzW|LL2xdpF7r-{>zpC*!lv>X=%kQ{zlly;#TnR}tUlNR|G7rA+^W4P#dW(%bvN zD(>Ng(cmKqt@({9XFoQDt3114yOlgsV49w#srgWsJvPZpC+mUKQ zGqbr^Z_ruU{b2*aj)LuvhBa!Q)7G!0hx4)6PsRMpoVgVqvuJ5SMZU%RF=r-?t}p5* z#1}V?!zDx-+*hQ4z>49|AObUO@PNHGD1Gnr%Oi?%rPXXUO0dxs*uGM-o7voEi*kb~ zYK>?1Xp!LdF<%f0H+JN1=je1etu#!flnaD%?-3^p zxl4425pBpkG=qOizZ}8}iNqiAIsHjvfB*CQ_2=C|yzQVcme9{(fmOzcux)GK6`GYc zy}@y$Yw1Dy=FldA+_U=T?(ff&ol#{lNIguMC+IU_6rz>+_qgBN_-E2Xm^J48>+)z7 zU-kE$pDbTvG^GF{4Jh8)I%#v-k9pQ#XJ!VbM2A0UtAEjgYCFy;#X#GWG*$b^U=FDP z3sM88k&twE3mS^W%;b^I`v*uA9SQz+gFnaWar%yB6Z(w4bf2|nVRh%y__O+!IJ}s3 z^fDa4Dj`^g!Q$xzaay1>OY~9jgBF+y;>{2ZnTvIZ)r!uPQ0|elA=Ha)TC%e^G~*g7 zYTxusj+Rm0@}HUwoxlIAbw21c%iFn_*h>4AU9QgS8__;bOi-?WBY?xg&-I$zS zm+Aa0jkhJR$z7*dO{8$GtY>hs9To$Wa$qBfZCp%Ngo1zppwv>kvhvqQR{c`!H#>=R z23s^AFGtK?d|Kkb@`wGN+Rsl%U5~C3|I$Nw$)4x-X}>6ja*fO*OSxdOn)4f)I?I9> zAy;D4{53db#K<) zPVZs8_zYIQ0)3F3geiJmv2Y=W9mjw{27JJ93W}_SX->A2uKC?{R?iLWYCWCqbH_(} z#Gir9MRbjloHY|-%?s>{6t!R(W*k>j%p7c?p99j3ZRCg&+&JH#udHU;_48CgKc0Lb zYd#-8Ki?79MPuTO*Q{0fUP1LVf4aB*sFsqM<>&b&fJtFL*Z(Wucl9LpUm2(w1GGU=y*=|7Hor$Eu&c*Xk3quwjuMX>AVNL5Z`_U#}^$WbECCty+20K&H|uIkd` z?F!McN?4EV4UX}R^wuHbGSezy^A1r)AsT48r_umz{YRCG0_1gq?hmR5;6FUPFAz{e zMt?inW|K<3pT5BErJ*klB6)0LK=umx67l^ef(idu1xm3o;Txl z9T2Q)kCaW|4sl4(L@xC->_E5fVw+a==lgiZ&&f~aJ-@=E$HV)P(m!TjZMj>KkNU|a zw?(hUq@lUS43-MFjL!TXz4uduzg2x(5W@8;Oq=IPb9=Gf^|g$FXp%6)$z9gxQ^0Ni zUj)gLhB8*=2zdgF0pSE<)~T3~P+Sr^x%CDqFwMxM7uRVB6{O&}oG_0{J(Af)I2TxCw4`jqm`EA6C&XI>>ET!*jA)6rVns?YTUvdYqCgpU z`}4TIzB_1W;^K9?E8-&uYQMoZfl$M&2rZd#Zq<8{6ma`$6a!!+4e(5>A^!Y7>&vW{2zX!s1TcNK&SH(1 z7jW>axX~e6PHuHgC8Ipca)yfeRVyTjwK21KVlSX z91j>eB;@ft*m=zna&GrfV#K){<#P}u8}9+QG)8+ z&_x=>t4kPE`dpav@l`O+iQ)(eU>yL4UxnUgTxcSD0yT4K_Mgru=&exA%I8|)_cZ9!(( zQ1MKSd#$%uJBC19pM)*|5_UKl6j)lW2xnp*!pJRo6m7l)3pgGA)TypsIj5pXiDp1_ zEWgO80=o&?JEd73r6UZxK0>4y8KoiyAs#&#Kr4WLfF%Hbx!)kf-W*yz0Xmbe2Ocwf z_guk~`E*hLUOUyvX_D<=e13=|=DmKR`6VFatIC8g~z#M1l6co1$wPZZ~?qjKhFT756 zjY{2ZsvoPBqpmrtA+UX(W!G9dhT9AwNh8o;%dZb3;Bh$71;WgE8_*Hwyb1cwQg<0o zME9*rHgP(fqS!DPE~Xs$H%(j7%bX^K3cvhhNAGXecI}@l| z(r;|rw(X>2+qTuQZ5tiiwvA5Gv2EKW z0D|fO0=(}WUN2^^zuV6-Jx9fzR~?mACA6C#W~%CrWuZ`fevjKm@+&X|E7kh?S)H|D z^nEv^z3=k}s-wTz|Mec-LY60k>71dx5bZ{$KLBNxFWy(ZAXxdgSM(J#U0cILxq)G- z_p?rJv->#Ra8_QHHpz1#wIEC$Zq+*J)*Ro&4!b#*Um-tk@rej&xw{)KG*ww}nSW;e zNO77VVg*2i2ErKBKLI-H71oxfgBacFH4G#p$ zW)xA@Q@gEsNXZqa&g1i0AFuk=A;5{04X?#oBZ^GH)@RUK=f%i7tz zYT&OeeQFmTwOFUq(jH${x(=ed2 zv?%zt-3#mcWH%WmrXAX1nD_M!#R-SP-md;=8Do=_Qk(UZhSyCci(P7|Et;M2I>{#c zOpDYZ#yqHJY001 z!1JUY<7Y|-ywhKMSuHBxHWWE5n|L^k{Tnb^m3@}!F+abmUO>C$TpSKZ8DKR2hXUO` zEnl*I4|kyXv1jhs=FC5PumGZ57-TWlmM0V8yzXZE{HGcNql?pII6kFQJ@T+RA*3Ka zuZB=0ccH)>49rn2AdHchourQ-E543ay##*x zm%U7eCN^K9(Fl>sWPrSgp+q62U=&$H=Rt7r%;n7VhBr*PCjHdba@=vR96uCF)qMAKRR4`VhG9hSLMgzsA3muthrjpB4~rKAw*Y z=```PpDeC+2dF;5Y@XP4+7f$e;1RHz3(&Dgpe_~LcmOUQNBdU!_DO}C<+Ji77Qc6a zh;C}AY5q#y1|>R4%y~4Tet%gA)GpK&1^m|^vt#w2rD+*;$xHS+oljrmU1<0z(zG+p zMNg4;mRR$is_5N`YkiNnD+PuWrk3pxpL%NTwGx^^rF*7}ck>wiuUFN%!`q$Ze5+bGz_;$`GWkBC-iTMF1?sSeUZ4|YTpBk#E}_#w?&l7wP9iH%{bi}+WBshn8#6?A zYq!uJ+rzSAx!b+lKikBXBeEmxVz^}+?ZFt8Q&z{8QUVvCFS2an z<&>r(`9X#d5kJvxY#v`KwV17B_vj0BUS8-9Jq7Ysr@Mevbv*86cgcOC`%uKNw5jYT z>Y5tO78}h0ba8I|mwSGpRNM>`Q_fuLwz7PHvU5aJ3U+_O&`oggo~#`&{!2Y(eAMYf zEKq?AXo~k;Td?ho;u3U{j($oX>n)W=vTYAqOXUJI@*|VXN-5?>;I+1W_u_swe*3Lx z=!D}WzunW2KLxF=S0{mV#?It;cVi;t zA3heTe3cLJAXbR^GT%9@w?v+)z(eg%QK(tX%$sC@1Z5vd7<>FammR8agOVFs2*4m0 z2-jnSohnjmhPalQ+GqI*jvZh3?&QUC-+Vgv^C_dXuteFG!dCdt?QcNW5wOfipN{Gr zxCh$IFqDDp5pEU=rj4#|{oOE7Gf0E#m*6@$keHUR(yuZZD>%*NE}zF1T(8ZeGgJ~`za6v zt*51h6do-VpTeINd!?;K29ZTXuK0)ECK2t%cUb&lh+F5OU+d`|8`6rTuzNfCN0kr%yB8C4T9t?7N4h+59QND!oUu9eYaP3jWo`tdTfv07bI?n&rf zc71=nxAUzW*@wG2NK@h>O9?VYd6*IrAq7VU$ZAyR@k&Fnis`cMP}o8e9U930Bk40U~fOn=k<1EqojoJKmGz^Ros3O}nlWG4 zph~x2-bUKWY%1#%lh_p*zt&wrgNS_=+V>_H_|*Ik(&$=`@5Ljj3S zf$e5d6@Jo?%3uY9kCWw1s&klF;D;EGDtFDv?`08yTrBdYZyEpe=yKO zh_q*J1z!vE-2PXPyt7NN5aTp{T>x1Yr8KPBWqb2y>w}-!Cksd`Tou1o_Qr2|y{70Z zra*BlwL@Mef1;OVbUN2_a|=D7i1Bf$J!Kg7ybuD>HGm9Mj@nrMaC)VYYIOf;O##M@ zOqg#)?TTW8cH-7&b635r$HD}z* z6?eTqtFB0L1gD)5!LW64a{!PCK|)ZXQ_Kc7Xi;AkLIS5qME(^~Tg_ZRjdh9VwqbY- zRU@Q6(=j;XN_eWd>9kN<*wHmp{C@Y)bGz4pQCM0QMV>z=c*l}9HFQ9E65GPzJbvKVUQf#q9Rpwg+3g8yy zI_)2T$Zsk@iHK+b0toyt*qwNTyZwegv$>ZyZ4&5*dj$Qa!jXdkw0=CGGsM$tHVnne=AdnlJlN*2 zX-eymH&WEj!PXdfs-gp^oqUO_!liLp#>fCQQXl9*3786e&+>wOn0+4_Lqkzk|&@Hd$W%kN3ljYyNfp+BV)?iNTa)0S-h$e!d63SUA}OW1j+_u*6tom7OTQ-DngLmNR?l3YC*-92c| zPk*nz>VIuAd@pZ*Ge85?W>QANC0|l??y_XPb)%bR#zd5Jq0CXasgT;2+&_uS;Yi{U zxBX<{My(v9D$qLsj7L~G^u}Wwa#dDW6lWU}5;u8zSVaaR%ayOI48ARoFH6-FtvS8F zx5!+lE^NWk@ysc3yx8tyK5*ler`7f||z1qwLZ-Z-&9pRCr0`#!Hc zteT<{Ln}k!s37G52?NtzlphN@rPy|mujRRci%R4$nhmzd)((ekk~?LnsHnJ8tw=Gc z=CPkKwG5yPQYMt)o^Tp@Q?c$8U1>5@*qu7aEbXzEM-ys=yQhri( zvWlrZE+(}y76C(HB>hXOEU(*o+}JhdPo2}i`}$UHhq2YU_pRw}Jy)*DWOp+E@0o+b zwYVzZImVY|R`UkC(ih=-+exTeGIgRp38`d!kre zsge|Zuu4b;rF@2rh*KMS?tCn{YpNDzA3e7xq1k;P>Cye*$_T67r`LMsKT!BYk((e% z+T-*4Pxi-&tC-*Xdhcx@t@YxTA_{#b&Z#X$??>zQMgVfyl@64TbW?P+iI5CIYw-3s z%UHg-Q&V;T2zVQpxPDWRcKp2sSc3?}E%>DV4I8*FMu6ruHj;FGf z4>7({_O>f^+vjTkkC2lW@NM*A&Askt^__lcoTK}Gac`YV&}jItNppTJwsVbv?%)0? zu5GNXqB}#|i?4FpsV*)m)z@M4EqB|{Z^w8}G;+K9Hedu&X>R~hu!6+S$RXnVunPQK z(^X+4^*> zxC4rS%tu)X<&i&(b{(Q#h)+ixd^`ezYW;A&Y(EeT1tjd6;y(tXw;~!gE+iL_Um2+B zU_{$KM`WsX@1hDxg)s=NC|WfjNmOK@%>8+J+Mfx|LB~KFvBoD&*LsNS6(US(fcPEh z-Q4hkBgmSiiAsyEM%B--po*AlB#cRu(~KTXfM)_1^*!c-@eRFADcHKF%m4z8D82Ic zm8xn)uPFrG#p1RK*8HF*5{OI*=4Tt3H>y9PpCv*@S(del@9jStF)6kes=3W_PEh2~ z#4GXOqc3@?jz4MhqPfOvb=vrm3wv6*b-lAZov9DcnSEVermLcuXv9ZF12{XtjaOy_ zKg711KHa}Z(c6I=5xs_LkXl-lz?yH^_19jMbUe*2SazZ1GMVUj%*?mb#u8~V55~O0 zNvn3I5pch}bc;?>=y$z=++y$_OIoRiCw+i3W^NsOf+QXMsx)U91c(RDtbrh?7;v7&k}AG_fk-%&f`hv`WDiSAcK{RsyhhcU>|eNTaMX_`3=d z{C|4AC&>y?*xdwD{_&?)W#n2^!9oS^L)T(u>39h7eF&HNQDIxFU$J4xwiRn#J%^8M z6w7`4iJ2gg4uc{zRQjAm{|MT>4qh(zohFgZ;9MKrsRQBgNFmTi_O*Fc%_~8TGUIIF zafFwX>UVH`LEv1xtsEa#W@WrM=uzIYg^T_UO8UG^H?TA1V1<=p0?m8n1}{&M>$Rv;_~EfPvfP1j zUnUR9w#p^f8CPXu9IPOJgwg{>sa8lhZyj*NiiNS-u|B($2IHEHh6K6@f*=-)c zaMYhN#W|>P0LP}aV)WT{o{lGbXOu13P5DDV3|ZnOmyET+I~CWkVtB=F4dNvEJAaNA zHz7d*BfSzBnxzM~D_2s(;gy*Kst#1f<|Gl=4}g#25WkNsLH+rUU_yV;>f@lWW~~uA z33~u{a&QcmL6P6+IK1gH$z|SUyW)Ya-Hmz+tKHY+bKV_!+jvx4-8Uy|B*N)pH_5pR zEC=LS`vvQ&j5!SVzNRAK-ZhXr4P^a*EX@K5vpeGPM9`ufU(T=)QeA@@kX(r&Kplk2 z4lPP%SnjTDLm7?M-2r;HlM>{nLOzkL{y8}{S^G!+du9NIr}+DF`%9Jvc8~|hrWUuyw@oI zbz7K#A2pBzdp7)%%`y>JiN$xsy|cVlNkUKnp~m}W{8^H;`27L+V;A9^oV*%if%0DN zHo`;c+(GSFnu)=_!j0EmaeY(W%?+HEy#GNX_loA^Rb|>hPKVcE(BHuLHg-51JCm}( z1bXPQU^t4~ClTMso3HiJnjG)P|4d>xI)=BJ;oj&md6ns)A5?sLAAqsc3!pf7k$0!3 z1tl3@PI=IZCIlH$HNu9!!kpUwfhooV*;SQez(u@#G#w5ueIgZ#Z@d}4of$R2a7zzQ z7T}4yJcP@n)3%x6oFmls3PN7+!Ej{KUsgqT)mQ$G2!vo;4hBPOOa}~S-BjdIAUZo%-RYOJlqKq@#tp&`vxot@2ut;Hn2k} z*r~a5E{{iFA1xIGcuDc-p|2Pyo>dV6Y~Mv9aEF#)0l+*D_;oR)Hq;JROP}((hM)I! z_Yr65TvMXYx`xQ0dSNFFYmoflxojwkDAw~nf>pjL5Q{_jGm6ISNOFKrI;s=zPJO%T zgOxy5isl)23+3-4TfgYTW`~PYa?&v}ed~F-N0t*jC(!jY-RD zklMa)asE*{Lbi3!^M~GO^s-CMGyEHQRF^D9>9v~5b@>x&z2<}&ykZpy4Wpm=Yj&*c zL@4H@0l0D5OmEFI3oL+(T1XDMa-_>{IQ^?w^^sdBMu^a1%obuQfBlS)pt7`SRotu) z*x&c0!rRoNv^e`Lb-5d@p=NZS9Bx6e-lKuFZGSx*#dMti$$ix(}$|8K$}K>c3BG~3#Z)aMb+7MR{t z8Y{%LXWv;zzj+qXo^aQo|k{!ccS=!b1t^5n3Yl|-9N&0VqWf%Qrq5yJu~ z9KeOq8!F_YdE+0QrN&a-`ugUU@4GENE#?iRWQoh91LdyCOU>T94g%Wn^r6^7iQsJ$ z$b5XyT_w$Z-1IZoj(nVt=f|7_KJZubFgtkLIkfMcMxB%ilw(Sl!z9|rknl^f5W-qi zL*)S9N||VkIk1piKKiBQc_O9K2?Zu9GV}}p((w}&z7m4U;T^2VvCr>z`+FeuS_R4# z`Hm>c3uaxtd0FQIE5WR)PYYPBZlyvG3ty6zx*Q2Fif`D58f~c5-&md9Z!C@D@(>;G zrjv6;B|oa3Vi#^OF|dVEvfJjOy0cKwO zHcpGrfXDKpNBvK`_^3FZcX-)hP%7Hjgi{eYfhy_Q-9==Ur&ZURGKeD%ax;L?iqM zThZWF=qDv6on*%omoe*`ju-IvFs~)*yl#H*G|ywu^D{c5_#gt@oU>(8KXbNpQl$?3irn!L?tGk z{~qINnfm9&CSlUrNCK^AP>_6XoCfLRZupsf7mdMkFL%1xtGi@< z&AD9(bdck##Rpmlx9VY#duy~N@$PQmz(wT{uzD#h-__i*c$}nd0`rt`^o`OGxbXz$ zYCXWrDcy6OM)>jF@$tG?-kW85(ad#&Dy*KaIjK%VR74raM_&Df!{bgy#T+4(lpHPF zU|K=8JM=xn0E{E^A&TJ3ItTX{2Nx|x*2TX-Dba^V{T-GED?|0~_qY8xhs-X^14oPF zfu0tSqdxJuc`@|02>H@o{JoH)SZ;QwE(>vO<2kyBNR&YmMqqnO^&w*S_3;X(TKq>s zzzmo4SLkkgt{dg`Z((G~;?3a@*~h>(WpjBV@qi*>FvUSq8zov95F&o$8*NDfH6GfT zx3Z;k9KGw_dcU`1+T8cw&tVx9>>d{1$uY`$+RquaBhxD!`ya#i4}fWPeLu8Zr@;Q3 zb{;=BbkR5Gyq1xWQ~S*p7Xi&@6yw!jowXl5Zp*!1H_i?26`6z-gesVYwrIXbB4QBj$bCE&Qv3{T1<3>AWSNYkL zd@Rfdf=Y4&uuTLOfJ*cMt`}~#n;&!_?Tp*et#LltE zaHA@dLBd`fpf|rI+jv@GnC9$h+gzs__KMd*f5q)Re6xt7w*G4NgdqjVH$CpewMcZ=TV4dPU9 zq9x9>&xl^CVl}+IQ%7aP)oi*m5|C}p?N)Kd+UEK@x8Dc&D+qy~(DL7fhA51p01<|< zuj@r)`aFt#OFVz}qh(qKy<+=Y)FS8c*v=o+KOi6xj*v8JhyTK-K1g*T%a}#xv(ks4 z3o3$%IVrtSz@;{dL1f!go@joc%F=N(kUT4p z85{N;*16XS(mV~^*`o0htxfe5T^)P775FOrtMV7B_i!`(m#z|&7?~qd_ZyW6*gi7* z&|1eLRsZFBtGU5X@xx_jeJ!ALJ;QE3R`&hXK2g=cfH5kq+IoL!ui*t7ip^-ft;ohl zlNY`^7(M@YI0RUqd!I@0mLumSK^~Lt_331VZl#i;Ky;1t-TGBGozN_VHU7b(leNbe zw=`s*gDEMDJpISTjrlvn#d0Z`tAVgU#24EaO zLbK5gfkWhDm`_#s{t0D$&WEAxB4PKglM_Y(zjBVY5)m2E;ZGZETAe4A0wKp?Wtg!Y zK$HExOSc6&cULR1k5CA5>p z#8k=Gal)tFdC?^nyyQL0ReMzL8soX)<%GQi`}Y>32)u9l|Kv`2_q@F(hxKsPv+Vbi z&N^d->?j8)8g7wQz-Jmd+QjYns|Er=<;W(=QFJsXs_-$bS~Ud%2{J4({0P9I-jtoi=t0Wa`F z0;}aBUp&EJvQ%Um`(CQn_HqwQtt4b4B@~o6HVsx0eO0Mk{=QJyG+bFSG=7fT^z^WX zloOL6MJ0k--AC3OI(kRAzE*Jxl0~(pS+iSh9%jL!;MnTseT8>?TK;W07~+K?#$dzO z{rDC$gHL_M(~aP$47E;9t}Ci3SO7t5*jJ~-DA?C>6vf83{0K|U&-S%-^*rU11k0Tj zqOAS@Yhizrnq2~YHoFf)~HQg3F->i%{TNLk<+ z{bu4^|3}GIf43{v|KA&%fF6hdmv} z_|x#}{?e~EkxB>BX20DNA7(#Tt1yBeDG^SVEkEb3*#W=UQ}Bt?Z2#ix5WZc|F+4mm zCT;GGmVS$?Ge)*BxVT$5S$b!rG9*qtoae?ivs^QFjOkQ z$(qc7mHc?&RWjEXS_sSs)f7(U2N-{%M2qE6+3=e=Rh)_I_hR3Ix<^%6l}^p+#A(K6 zm(#sSLZB2<6Q**PBnYvrLs>4;L8L8M4nSuB#K2(BdK)9wbT3?q=~T6i=c;Qz#Jgks z&)np3hB~{zYi3f0b%?fxeUaU95reuA!&zKrmw=hDDB%OMoM13@KO%&%pV< z)0y++V>WY~$_}A`->Y}6OE!EVVrd76ovLx_RYMH?Q^AnKgLo@aIuBt zjd3VkAH(mu5v#hLc_bxv9Q&0Xq6`Yf-%N{D6_zc$tLzsOvTZ(ggHBWt9saaw_j5)8 zYKOa0jAg;5*d*Zaj-e4*(N)+WzQD?AmXuU1>Tmr-M7c}*grR>u_S{OV<3or*+ z6LbqkyP@DJ7WK9($hH~;A9ou&lR?$vrm}Y52T!`@ZuPF}k1DWAsKyu9JWaK;$=o|t zs=aKV&bS67d_^DJ2L|u+@^qwBz4A)Xyt1HSKmFMudLq1nz z?grk=o85AB-MZu(@g?0}oYuTMT`z&}Bk5=g8U_>L^Znk6{08>oBMsnfSr|P_hyfjv zLh!#f)cNS|ljQsZmeu53u}PRc7QSENw)&c}+_uFV1H zXK;Kmal~B8>R*?E$!EcI(hH(D_=Mnq9;tv}@mN6W$yZ!4~g zy)t7oJy20VMv^x7uX7g5r1UEVS8@U|UW;_s@}L!4E6*Q&w2o=9bnoWUawl)GI=~n$ z`kt-ED~j(xFiHT%fv{NckRNKnD->v_%3BA=;fd6TuOb%=-OslbYpVrwi_^k?!iI8u zA>8<=549Wpc64e*@=sb1_6Zxt_KyKgO)0z4eAZPSluwI1EDz2nV#0;t*#!?VzcoABt1O2VRr$``#5y6FU zGlJ=vkM+8?crPb*U|20Me?j!kQlK-f5ikfzLmmpFHwBxsP^CYZPu~nOPDcf;nF^E) zBPDgyP9%+fdo$i;`B8B2V^z!2{n5jqxA`mH^BY{%|nF^F7+W}Q9IItkdp1(0Hpgk3tLJO7hE5D2&P38URc+vEB?+?HDZ4}JjE z*l_-EUvKYZj~+r88ZjGL2JHCYk5YBF zdn&~jtdgH|kq9L8d+l#*gmrTfq8SP6zE-y96chJ+&}z>27p*}^<&@W*M%ehheMLVd10K$V$h3OuBI!q0-=lq zA-z4!(;@=|VO&1`siqOvL38W;6-K=IwJ8Sk_{f9f z9scnz8Of#06L3^bSZ;AW2X@eE4UWxw6$?wA2Zb@jJsg2GCNp_^xIpelcjv9{hlm6Y zY@J>iBe{y-b@y|h=lybx{j-(I4uZQY7=C4u!W4h($6M91Q$g{HkOCo6aLx2}ZO`{d z%0ZcJMZ7YtY97t7yl{$zS^TN$Jb~7o!X3T?Uof0Gn+;#H%K~f0Dy8PKFJqb$sW;G3 z2pq!+WYr!V_!117?MVpY44E6OY08hmm8@il@dNb}N$Ob=e4*T4ewZFL{aV{sf1;gk z-iiILoj>!bDK@YJ3vXiFS~G z(Pe*sh+o&FqW*V?tDp5IXitBBJ2P`jhN9Lx8)wHo-d8wLR8`XbeRm0=HcavUE-?*n zZ(M%=(V?=92{9w@M>?`=Y%!@}g>edQSON0qS^%|bIFfFohOp02Gj=^H`y1duimEa& z=mu<=x{N3nOvv<@d3CwxiX8_+=iz)NN=9zV>wmz0BQwx`hhoOXi+mkILLs#mw+kny zg6IN;JmvAiWwkJvB#>a=+A#Iwz%DsoYqTCjLl6hMi-(k+6_$50OVI-WUGC)EK zx=-!#cqG0^P~6Q$w)ySt_TI^5pxFL-eu*A6oDM8MF%B#P)?X5`Whc+N_1C41`ZnPqhJxR{PJ)x--H=kt4wNLKb~is3BkY^Ah&4#4cohd#U9|a z6D-p233q1XVUd7>eZL1e{8UgPrlLuOsRfWX@vaPo~gZ6TM~VVhB*FP6J6itTXSy?NkEP+G5^RBvl5^R7=}U`lxW^ zschZ7($&_=t-3pYCha_uQ+uMc`(QlDa&ej-#3tktynd+rWnAQ$l>r9yhw---${?bf zz<3ziqm*e6Oe<@WIAmI|29qd{)gf@YmmkpoUhp+6W3?-iOy>Y75ms42g^pyQ|DqK{ zrv~iz!|>}CKx7b+%LQVg$8w}Vzc9I{;mSQPy5*?oJlmvOuQ6<@|2{9!hM2->BkdhB zDt;!ZVzEM7OG=7$7?3A=Nhrgc70iS%wGr>1yNTSVsgvT;bLsLDHB6$8>u!VOa(~_N zZ#shu<#a5;1cCN726FtTJ+S}71Kw_}DHu80dUop)uzs&Hx5|mYmToOnkMT8KrLnK| z^qPw0VriL7Z*-dqaDsr9w{J`O>(m~1?7Ly6m)Q|tLAz`t)fmgdt;GXF>KaVH(!Dd2 zFZ?cdHNhXj^FCx_M));cp$&a&nPNIHCQ?2uk8mCwnS4#1k4aQKtUHUx@K0DiV8L`Y z#SyAYE&fCST;_7C`o`3dLfQ>8r3Pe4U1%9g_fc`ZXAbX&EX~l9mw_R2Yyz(M0$@=ik2GuOa&WN<%_Ney=S9gA|^zjbi^ez?tzoHlanTJYm8PXO%(2`~wgeMvzYL!Jxx7fNH zv%~Cb{N^LU8NhfkJnyc?>I<27=umolPkknOj(lqG{s{B!sWDDuzD+Lgfi>1?DnXio zAKOciJ2cjLCbfb7D~1Gp0XcGG>3n0+&voFg1R)K(#8UIhe>(1!(E?u$pg)ed1sN0Ne%uYX@5wvFPhVvVMt5WbGzG3sH;*pW z@VCC*qzvBH>5>5?1&Lv5g^AO~V@f&9&SbZ6y%~;&s>`t2j0p{hLA@MN*$x)VV1Zs) z0y}}-j9z((FsL{1Zwr5^3JTZfTd323C6H7n8vRRWV#keq;48oBGFm)SZKb2F z8Ka-tY<=O6RrtN=Vyk{z_#0V>C}>e*B{*wO3hcIAgL6;6UDbf7B3)(Zt@it^w)cJW zdT1C4wQ?CfH14Rl-nDS-bdL17Y<~VU(@oyS7ntt7iKH!5fySZ9RR1wPFOZ(MK$nQI zCS0s6{2@Utf@886ag|KBaNgz!Paq zTL-bl>HhgwXn=G_aWFuou#bHunw*$(i&kDwdl!MR1;}RSXm87r;@%yL)rtIGeR$wi z*aN+oW6+sRWT7p-a@K)Xkj!{y7TRBNdDBFZ9Wf9~reQH+ox;p)WWB4Gd2=G)@ipPl zzh2#?j{5yV4*cWanz{EGm}vSgk>U(-2{|h9-|-PhfB|x&N$w0XmKSRw+K5%$GWZcY zOjLcD&vtGPc8dH#Zg?6A> zr>+o*%|n-R>RN%l&Bh%_#D>$yxmn_>O>=JO-TSFEM93ZB$eT#PCn(fr*V1CE@4c7i zP17!uhv3EF1URO66*{V_#nnWX|IU;lnAb%vHGzC@2>Ztp4`=ppxl(SDz`lLIS_R(i zWBDgAC!i73`Ea)x8#D{NMLj6Z`~CtU&9zip!a$)cp2pW{z%tTNi%NXX*2bF2lOkuy zvD0X&ixu>Dfd{ZpikH5vx;SHy4h3LQbC~R2CJsD*fnFz9F_7wxP4SghR8^5S^yxc_ z8y%A_F0X38s%lp-3q8lm>MyO_9D-w#E}et_wK#k!^(c@;rHPXx!uuN!Z}!4;R9d;? z;<-_XN(poc)zjolP&)Y6{7dT>>%&LKvGJbQ zgD?(p5^JZCt9Q%X$lt!-E` zKgVz^gA%WM9(%Q+V{-)+06+#8l;Rm6(6=DH;m+GeecMfkWt^k_I!;p?zQGhk6LJ4b zNfL;i6jT|yXeZ1do!Vd!JPee&1}~?7ACxgW@7$aftBX%Ja=aUPjgEJh!8`VN$+R`6 zGZ}xE>>yYfCGZz8R}=LuA!_9B^y}bb16W;VtwT_hoH$IzbR?pIyp%em=-+4pg6kRZ ze$fkerxPXH4TLcsEUMf3PTwiLT}DKzS?}`S5AuxRRl`L>aw$eikcX+EqC-Nu0-`-j z9wZ;AmDFX+q-tU1c4H;ZvUP_|531JxqVWWtj_yn>^X4<;G{A5tCb6NteB2~eU>ZdY zOD(DTWPb7P49OqP#O0=jG7(0E1d$~$12XdEp%)yGIW+JQ_|k(1E>?jTNQd=w*nbVm zBzHUnw%DZbS)hqcNSn(6%xcnKO;(et1?(^LDsD4J?6*60i~5@UiJo6FMp=Bmyue5x zeRazvgVB72YIHEs$IL*AfObGdO~C}13ISq*e8xfj(@y$X=Z*E#j|ZXlc=-QM4x(0vbATceQUw08lw<(; zx_Z9`x5Z1olob{Fg_j%0<$N^bgU0cqRX=&m^L*{?JX=ULsQ0JoLEXNQ-ln$NuiDF2 zcLz6~(Z0P7Ouzw#*?rY2Jq#(v!$@hOO!4&gFi@&P>9pln3=j#&k`R4+Zjthg4m`^{ zDJM|=9d7g|1yB6tz!b*U#Y26MqYUW@j{}IGKWjS{n?H_EW0PQF4FCRV`+6*Z{-9oomGw__R(@_aKw%LvQFuTf* z=JFbzgr2wGY|R^tKSz9l^mTP1mH*YCG5bF~Lbq6f2Tc6OrSVk^yq)ZPfsa9_V^EAG zT1izVp=_&E>Dsc}N1FHLkNUE-VZ&PKSleWbI`DFVuj*LQCe+IcSBd3+DvhncVd-)M z(unD}GD4-9{+MwcACK22rK1+rMX~g4qr^wfzEqZYacMEVd&$+n(g}ztflpf=kP^m7 z@#j*gN1@X}BOhnY4(ax{<1)4r3r-{jqvYQFDg*bI657S3W;PlmGwn){1ES^!2kNY$ z_vIS)ARK=97wOD%SQFLB8YYX2QJEEQ9gBWY)Yn3&PUd2mgF`~-!iEn#BTR{id>~@D zg8m7{4(|tmbPr-SALL>|-*hfObl)>a>72ZBU2iZUddaEq;^+Tz=!%IdXaP2#Btso8 z8ZewK)_I|l`XK-kRwM$JS4bh4cJEyhFwbL z)ENssT=Z>%K*i#ca$@kqxKw{@y~a@DnANw8YXpt>Q(`L0-cZSmfX`uDT_uXxI~F~{ zhyoRo;T26hz<}IHgq3o;)qr>>9h3)}6K(;uI;DqFg*8@OH>Fq?2O-DZ4nYMBvP8}I zOwcxZ^t^7QII$V>c1~SZz+||`J?fWFP{5nKi(ZELF=r(Nvth%}?%zmTFcGCloSUX1 zsz3I45>v*Dl3{)ziV*D~&F)2av#hBWzuyz+f4Wb;9$cyiGomv=N}H)?Afi-b<`_0H z?ni#Mp}w33bdc`ti_{o4NsU|=N2yX&mf&SP%@+#reO)@h?&}YNiDUdgj`e@1HUNmk z^k+h#1sr!%aG_p;&?OxjzAHZic1v#SIhtm)TZ?_&)7W%xz!wKA@!{*zj(QgM0?-G= z;JrL9ClvQ5;S0ghIKmJE>Y%IEevPoe1Oyxs9_x^dcELEt=}JybI&t7|nI5dr8H?NC z+@5a9Gkg;##6E@E;3NOF?eQtUAR_>J&SJC*t-?jd;ZF)#FaxtQtu29l*GN$vu;po4 z{b}GO5Jh}-PEEAT))y>;6KjGpg<20|wU+O1}RRD>0=nxpn7Dq8cX7`N2 ze(cmCGkDZ$S4SDw9U!+t0A#!8R=qM$OgnKgkekpvu_%WMWPhGEm`?C+p@K!VH>KE+ zI8$wUH%43XER~fW!DE-^xP^V1>r|C*=#B zZ`I@z0sQ;J2zyGp?>DAoDcG~Wxjj%0mi?a2S1Jx{B2_chx$gUiS`B2ad@rrmkZ=*o zg5iW~ehJ(dU(BKnQ=qZNi%o|hxV&m!*Urv~J$JdqjRLQ_wSn7U`*YBq0^5kl=Yv(h zAtt%hv#Mbz3p4A{>p6Rkp(P&2XEYX1%N6IMxjPOft;5@CYqdOd4_^=00JN)nUQHdH zAXk}c`xLOMZ;jqNI=PVz!S5Iy!LSEGMliuskTo?+3onKMcwrojgwMKb%MB%_K8A%C zq7i0JnYyaEU<0t7d0C^>_=PL9r;|UC{<^bDEi^(n0`>21mH&4J@>Td)?BK>pD(en9ZyFXx~N@GNF|?OYkXpUG5|n}``h9Xj6#YSBc~jai>Xjm1*!PAlBPe^ z%1}DkVOx<{11Al03ZN4dKU#Hd`)knN%U(K-rJz@D^Yg6s>%I17-c5JAY_~j87GGbp zRmk(@eQ?hj3Yn&z*xF)vw!nrB`J?yy^IEiD0>;uoh(5)a+JFSuNfr_&XAmk*3VTMs zBa@+;Xj2KyFI~;}P>7Pr`{f1-g&YzhQE%+Hq$@gdNUn*E^?}}a^_QTIt3})iIq(tt@)x?Ld;zm9-cdmQypf0vRA{j z9~nOi&ba?}PJ_H$Wy{TE9h}qE3HAB~ab|sTht5y3me}_$$=p%+?GEX7Yrq?5S&4=- zG6Y{DM(~GHzb~F3w;p&@b2oICnOu|gROqdbzhW}apdo7$dTh%d41nrYQw#>CTw39GLM4>@O^8rH_IzsSAWaB z2rdOhhn86HNW&6#Pwl+dk=v1H!at0Mp|u!Y4s*`4&lSgb z(M5Rk^xAF96Q&3UHdT8gerfIpK*mq+YAPkC1iy~eDo*q9OwhM9AkPThSlqr)fH-+^ zNhfN$VLRP|EKuecDwh|qeb$Hj_rK!qiHUb%iLrVo?0irVdia9koN%{v;#M`+*a}*| z{fU3_^Rd@xmwcbQj1NFHLJzWm49-gtmvfo7d03)u+}1j-C3Thbu6BasYb(7as`WNQ zt5nTEpX3XQEr8+uewuPQO4M&5Up~AU!KZA}vFpXJm+cSFY;geG;ZHfA2y*}LVdolJ z@?u7MLVlS@F@FXMe!gK_TfneBoOghJCcwH9mTHq`{?i8U@PpeDuKLN5%_>mM4L~Xtlm;h(P!A{@1C~W)pp6}{=-$plD z;eQw3L``=4#m`si#A$$G3&2Fjt`F3N62=u+tSIY#;&(~yW5L=8BzR# znG<)z$YL$8-)yKT?++hHA#lG0P0byc8{GX)5=bUcOOa{%Jq*WseYi;{+W{!H*^0pM zyD+^*5bPhH`;?qDDPf}AHMjm0pIMrFZpGBujW3-FN2PpE#4G+AVU3cr`&nwe(x^z7 zl+rYXag7k{PDX~Ww@2HQCY;7W%3>b;KU@E%rlvyvV;u9b5s$ZmfkMOU4c0D_K|k`Q z8tVrwkDO@`!=P|#N6yGsC7>(Bkd7h-BnBx|Rt8D+mHeSfGc~|`3Bss^Q)lGY0Gk->!;VPxc6Mc zId8U4l})vxZ=nC{Jub%lhj;ktq_6<73J_eHFcxJ$ z$#7YXXE4hvr_l1DV_$WV9W7|IuTrI!S75k=ziZ&Rk z3m;B37&TpzUwSYoGW%H&BK!RwHTy7lT7V4Pnw?+|r_OlozX_Gg=92Y;JW6{*30$zgUHl#nfqkK`D%r%@FDYhSR}JWS$Q4d_3JXfDqL_Ih#qNIty;i zHW6K;ecmVJAs70aZM}*~u2)-vZW8};=nl71i#yaBkr{kN&QEyp@fWbYBmzfMW|C&! zcjbppqN0*9vz~05+4~0Io>(yw<2po#p*(&rN|Aygz%4?8bjsDQgn#1OcLrv&z$LZz zSR5L(mH*XQU9$0c0n2-oz<_&V=z?xpxmIn+qNq$LETzd_0_J%dgM({Z0O$-%3x6gI zG)o*6{@A0x2Q84j_DJi%bEjJXJ#-^*8?qCk<6eo7J934a*GCPxeR^ucES-bMGgx&LmHRN_6z?h+r!NphiL;+E zh&g#}hUWBeolGME4-#YyKCrw&SRx9+sSCO=?&x__<^lbbPkV7UheQ+V|REk-L^0+3BNGq`Ms+&&UJnv|tIyN<1gK^%i^kyJo_n#-&mvVw;=Seo7pYLHt8TDBhCE0e`JfBA|CL zX@mrXrAXfxEH>Av&RGwbjAL<`ngzpc1*+L=c|+@<^g@^%m)?S0cF7yUW|Uk?m#UsE_8OY~2(18(W)zCFs_?T<@$ zIG8a&t8ohEJ4OIG;f?*WY)|hYS_sDpU1Xv717TB$Z<1E}95Qu+Uq~?@E17AV>~NJ~ z@8~F?O8sf!cV5Y3=6NJdiDvo0Mq45K*JG~5*xE?7Ma$tU1`@{jzqWaB!77?neXvfw^!+^S{vd+ug{zC|-m76( z;Yt^3GgJ!uC*=3e6TXoXnT=vBQ=jc3NC31-5IO$|_d)EPq3 z#z0W3kJpVAyYH6DIe-l_X4{EEb~}9o+AT=eP9<*16kuP)4)80tM`=nzy$bSv`$fO9 z`Vo@;%i^fo3xdntWQh#mi%Kwy1TV&BcbTGAg|PR5t=qiW z$DvAdpo#7f$A^VqcD>nfO0}BirIC!Jej+yYaCuPPN-riI3-rwMQ}P&X#yJSR8WzfhiN_mdhgJlPs6JAe|#&RLxdyK6nW~iAq=*AQl)ZJawQM(OIB2UCEtjYpiJx`X{|fmYy^wOCI~ZM(CI-C=Kn~`8lsx{M)VJL%siG&*>SNH3wwNF{ zO-k`wwqhsdL?ZCdGpdSjUjdrBY>-s#wypc*tRy>A;JfhG z)t9wlrbNfs2z^%g*mH@~nqxN(q^daRiP5)9;W6lX)hO>Ht4A)b3~lnKf<4-P|F89o zC2h6l{)upPlod&asy1Uydf`;eYplTUxo`FvbEEAnw?egI&tsAgkWwyIm6cfM24>{1lVRu#KIJSB z^d90A_Pj9{AnR~m&1r)w$D-0uf@>FAf+HgRQH6<{ikWX}CMwMg!J8{^8VNF#j+C$$ z>m4IGlwY@~w%G14Dw6qa=vmLNB&?>ol?rD3R zf~{P@UatkV-Rus(tO-Pm;h|OZGKL)a`*j0cU)zdb75JF0tkC)AMgf7kvPdR%f;f732(hEy%u*uo6^kt91Hlft3Ocs zd9UEYzWHtzjNaF+@>0E#CeO5L{m4!~F?NX}&~2Y_6O3IHScoCZ>dd1dbIx{^#jb5x zPMO76?camL5uH-e$U!AvuEXaevR8m(`v{c>_~}nNbJX1Qo}n*?-+&R_&*N-YXHy$N zG&>TM{$6#K!|o{YDb#*^x&x_+GvS0uj#(G$1#9}!%;`FX%ya1Vl$jre@cY*yalgj8 zqA^e;#ZZr+*u+-ScIi%;tfeJ6FBNZbp)Ji_&ai(FWy9)e8=yR}uSlXQdW_PD$^lr= zQ2@p&wb)kj=&8R^`UC*H>fub!tvxD8fO61UM&ooOUr(!pt<-;Zs58_h^Ay{EOzk0k zgW^T$;zK0rpZ(wdbLE-qsHBAaZ$`2|3*!68&DA6N`UFxMEY!>JDnrxJe(qCC*LHog zS@>_HT04)XN9k%gGTK^(n^UtN9Dv^oQ)^U4=*6<#qR;FEXf;6?Y7IK;jr817SwSNV z_{sR`UOMhtTY|uykOm{_aLCmT8zwGa@olJCZ1Pf`G_TDrr0bfET9 z2>3hq*PVS({ko7NkBWg;KHn%i3k3?(f_K8HMQwBu! zurv6fLg3msV?J}4enNMY5OunZKE{Hn`!@~M`aq5)hPJlB#2eDP`ZU#d@5kUYDny@n z2m+5NN2fx`5Q2V^b2BbGW#wQ2o)hS@=FGKzBQzaB>D6$zEF9%mAoaWM;m*pDHdn-lHW8VOkf7ETNS zLh5fQ9thA}8LTnCgjGV&TSR}ugs_c+fDA}VR~V9xO9oQC#a(!NPprq@oy6IYTTLhO zCWJiRvmwxcm7sjYX@s<}ydIpgRIdW` z34TUj9HWLZ9yM?9Sm`diJmfA-r+a@k9MyWds$cV$+a?8$C2Y`%56@oftuJW5T}E|4 z*AP9g{r-n{xbT!tm<&L^w{|h++3%0{LqH54by{-}E`Uygs{9k|e>z?MkbWU;4!BBY z%p>6YEt}($r+b<@p-|Z|#pbka_2U{$WcUgz7TSsx{8w2VS4tvRVSPAvR~7NWT#wUx z8S<8Xl;HI_m$_qy83-Q?h$F={N;@3vJIG>wCG?EGfb(URv(O@DNN+Ef`{u?z`uYps zbn2CX%T>}ir8;6{nCfr?7#&M~G>So@)ld!QjF#|rV`sVJ&vg5u$XKUM=R2%vXZR(Z zIirLf=sBxnYW4+qC^jT(!&opJ&PHJAn{z-QMT8TD1*h}`sL}fnpk)N5z}wE?D+YAZj)b(OG?OhMhyr zyoP?Lib^z|jLA+|plkcobkF#a-OP6PQ7;ilL_f;;$8qQX9H?w`4p!1qsmaSLWyRZH zwzXSwmGh2TEIz7O&QJ<{`6rmBaR~pWnd;d!LJi5zn*_$=DvNH6?0rk^BqoVjD&Yi6 zF6nE2ADj`SDpvCO-feOV(EFjXOoxqmJwz_i+5@fx%`||0r_f*fN?#H*)DV(oEO*p$ z2(7!|X0!q*5BgLVV-T_R2dNXj+s#51RqrprnISxnun_M7)&L!6&i!4jYjhHhf6!b+ zNMDEpeqlD%RirHGB%lbS2yj3^FE~zE#BARzvK^@wY-AottGFK;b#Jx{UTFk{&94($ z{x+@KlNSnK?kB`P>jC(lAwR`W;cw4*TENns51G#%4cx~wAjswWji{%C6`+)>X|!Bj zbTjp(^T1Hlb<$9NdHTA3dh@HVJ)Nk~DAoFSF`|Mt2V9SKkdsI!Qbqc`VfXxMWpG@> zPvsoPjBoS%b!>zB`T|9NiW>X*b-rnxpsDej=2W3PrC5~*q!^2gh9)8civ++Mw5v>0 zhy}wo$`BOi~yT53C%8kHxyyQhKE$X0af0Oz; z^Zz*8u=KzBkqo9W_pi*~kDkq~rt7g|%k%1?+q=3;2(}4B;}c%k7H5`BZYtgZEP`_> zPHYfnY0w)?xQied`r%qKgR(~;mhA>y1V%Pf9nUwg4Fk_D6-pW|tYTG|G1HL>l*+u-%|^VFc;X=pEW#2I>mzKi=l4lyK?f8H4l z6(Y~0H?k0rBL!q}XGx3l9@Lo5%u?dtQVyAI*5xgzQr&QnF=!rDW#LJZW40Uf%r3-a zI^qh%1;D(>=ez#F+G6_Q7IOq{z?owOhn6$Wf51Q7qm{V1$Ccy8ublH{_wVLA9F6t+ zR+4maKN2-LFBZ%oJ7Pl8aSQE}6hRCnFd4I;C#k}RCd_q1OdVzEO&7oE1Ug1rTNNu{ay&>t1F3h}f$(AB7fQR&d0aU@qVNS`8kD!&v@KAwl_@aR2_BgXQ)pOYGiBa|!Lfor~|JT+x#FHRFv zE4Ub8XbbmHQ*m#-3=iE+hjH`cI{Ot~Lrgu^wJK!r$bNJuJwTjR$SNSBX!0&a=%+XI{gx56VkpS0AV4uZ+F6Zj4?Vx1o^=-& zQn#{>!k~%{){=gofiH_gSnbB*gj|}vZQZAf(GdHm9^hfb)JSZXr8}5TBbzV*WYnHd zagm(Xw~wGF=X&^#owdfR!`5yz_8yneUzzR!5seNDrS?XR|j&>|5k%;Oru zvJxTd0l%8VM`x#DY)3=zxIW8#{iMCMx0*SlSe27;^?VAQQD!$3g?aZh-D8@BK@A_r zwBxaCzhakz0YQNg$ze)mryaZ4uMJah4E2YD1tiEb);Oh=b!?XoC!WOTCpEJ(e>+5K zdz^72PZIWAYttUr}?qTwj(?ZkFMXeXEH^_4+m!}&VA}|dBiW9fZ8rOocJp1nVVW+iw>zn8? zLxKWDUKh%0!)9At?4^H1SB?{R9P=je=Wwy1NPP*LSj(CC9%3ufqG9}ecPo}$f_E+t z3#&`<(LJ9F!_-dR zys8_Tb)x+x9zSSf;{uAv4-%w{u#DsO@M~}O`rQ_V9iDsdUr%tqO6p`vS7K_O&jb!@ zEAcCCl&CLJB}Yi@`$)eVZHqF25Mc(ztfhY*_wSEqxp6@9$tl5$Kp`txtbm0q=vZ`^ z+?;J*LrwQC-~%#-fNCe4{Gj1BSfk=P3buv*%o zozzJvQYwu>c$NUS6M9jyGW)kR?H!x$bGrqgIQT@Hf9@EZ@XCyPOLq~K4l^;+1=&w> zSsyo=k6a`o0@Sf7H$K0v>QlZxm-_#2faF~pXmi-(7epc1sHeG+grLONv&}mrUx}=7 zG>}Fzh$cEvjJ5aMOlT1QYVdm42pA~If=U%RPL=>-Y{iun1szjhOk|Lx!0nE+K`VAlkU|}VmWk~aPt~_NZDd}@L+w8T&4z8C6hasl4CB#A2(kcCMI#)L z2nd9OnkbGz;L3uKl{l5hJp1t1y~o)|3)JV76nAnWgBY_T*iC48m@7{zOze*OECAj~ zAVinspBVL@VT5u6Ohqe*D|JdZ>BPuS;L!CGa@F2Z1dnw zRpLMn$==1l&ueI$9TlADw|X#*Yq#Z6dV7RPjX8XAo?;Fr(yn5qi2%#mjLp(crJC&Z z<&8(h0e%bjv%RWRdad7XnYVK($eKQNZkxJg8+bru9uo^=2z5tw_sC7wv{(I` zk(_#rxDfx)_1@m{-r&Y(eX+rkA1~Y6w|*rKwJ}8WcCF@Q%~N^oqqg5w2n zd@9sz+1bR%`fIdl6gHh!JH3HqmSUg_*sg?q3H7(e7Tsn1)PMe?m3{|-+euy58vgTh z{X4Vb(PwqP-1ydLfRJOfP*X*Yf;I5njFr_Pg(e7cfTP*VS78$lS7RvQPns#Ymq1AJ z35?JhmpRmY6Vo*SL$p0$+qV{SZ@2X6bGwgmGOa zG#KYsgX4el2b8PAk{m95(|mC z&Dm?ad&dd=i;olQMs|ElA@n?;18HkT8LhxH3>QqLo!(ya#g1}UwdobXv&)l?ZhOCl zF5S1&J{PdL5`dxtNjfN2)7oTfi@RgEaHn zX&<~v|4!h(-#u1Ue;7wDsd}lTEe&2I`Y>6E%+_3y)Z5M)c{EztQ<~o2cr|%v@L6m{ zhLZ?E0r62+R{2TJYMY?qf2W-c-RexgPIgjNV33fbRICp9Q&d0Sx{&{$l<6m4E8o}V zdOLSec-#TuxAq-lg8pDNd$W#l;5KpMn7JFRY@d-1ivLC&VS8B02+XU?Ryx)cgfjzg zHCj}m-D}|)X{CN-P42Gk zu^nLv*$gHqm>CtO=nr$mm#2O(3bKUbc>njJ5OqGfhS5l? z#|5L(^|Emeiz+lF-FXAa&Z7xIt@pUe91VA(mqVB)X;|0^5mjAYB*9=QX`|(oJKe7; zresbnuxh!CdPL4=tCafFnsl@TFfPoJ@Yp%fUIZR_cFXDPqdfoIMG3dm_%?~7Qvw+S z{((q*PO(ry*H=qXgtM~Q3^c_{SGZsFg(KhJM{SLsp!bKZFw8Ew*Wofelu&Qn?yt`x zN;Yg%PKs71SnJTCdPHplqta{$_S4C}zf6JD>5^Il8aw|AbHxAV)2dUj2$=6BOw^ER za$>tV-v<9BHjhn4t8FkwO50Z+6a~{AT>`pjM3W=(tgTi(dq^Xv~?668_86 z**5tVKH&l{Q(IxkwK;^AVaY9wpAJ=xzu4w|WF+tujm_PI!x(SxDWIQo?&uzJZiwA# zvKlJ96Wi5Vtkx*@Gswn7=vupwOke@F$j0%?0}_}6axiOBmguC;6WM(oa;VYoudWR$ zX4PV}k$d$*;Ik&tUeE+u2^xmdhboq$I9e8}a|6Zrly)ksBIu_4=cjQQxWf}|z)j2; z%j(!2^_7A9N%&S&i$+Oy#Yp;<;Z|k4R<`1*aA=^R&&|+(R<3pt*uR_i+`9vw*Sn%` z2G9-!)is_iw42NMFAmPjLW0~sblXfsUvq*s3sa1$J^@fg2kZV8ZxaX*()kC{@|aes z4rr=Uj$;?W+@*b6x8M_doCbQ?E!ADWp2jv^j=Rl}Djd`|Y;ySJD(CZl77Dh54baH5 z+rHKHULPKEQ!8a|G}-)%=kmdr2*)`);!Jm&ysUUCzO|(q<;UMDU}X{w^oR}ziDsb@ zB{||MWA{yrc8UBesl_TnMmBPRdj)laejQLRr3!)o%Kj~$b1j7~wel3`uL=S0s4!q= z*@!%c(IBd}t;}255?D9PPmmRzXWz~y4JAmEf?T&UL10%l3Cm)I4vP$9wNil{aW3_i z_xwrwnnd5c(<~aoCqU9PP(nV?cL;--xYR(m?HK6V{#BA*hjXZb1Ty_J^tEn>C`BBUhbcr=4hUG#WrF zeFrLUmF<*vl;O+G#c)gP!wQNp$Z%K&1ngv)4eL*v$T@v^i<4Sjwleh#Mi^9Ob4Bg+MjML!xKk3^@y-Hr7K1_R z-Vm(zgvvt+h4ZpxxkZ0*f8nGEg62fcV?={jpTC!51m~wwtyUxDgbsyF80nlDe!6wW zf!0RlX-&W6$?sC%(l4M`1GWCOaYJ|UE%d%mkTg*Iv zg$sndjs@ZeA0o>d0UA?d0Ad-wLsRlT<3JkH z056o)%G|A@lL^R=5|xBuOaYaho+m@%pdUke7>v)32)GXiWnM4k+b?fN@$2lDIUiTH z{K?(h`P>wBgxflQgg3pj5Yv;*O?O9X8;oulDUO5%uVnhql>c~^xtPEM2;~%kDkf6< z7(`;=I3fVxlBxGKo_MjgDe62cqM8_dPnrj@Pt09K!U{{qQR_;j>ALlO1SJN)O z=Ju?OLE6P3RrEOHLCd*~!jmD_-uvrW?Zlok@?>LRWl?FoE{QLomdC)+HuV1Jk#nf2 zNfYupvWDi#@Lf|YNk~$v;p5DtF(g%~ONpPp(J`e9CAsR_OX>8w=DTI-mB3g#rkY|(0R?h|6mXCq z=_E5xg5IrE_+;#kQSX)UYl7oyU@Uoof$l>K2y-3`y;nas$Y*cOT?LBzc{gJg@wvgc z8VB}5V@6;QUfU(eG7Of6tn0#2Y~y@wUZLbP;ja^zLTxqI=Ht|iO4cDsps58(Mz}Ga z=UkZwPy7%6Kl2i;qn@U48#9J8JzvkPh4GJ7`r{EUp~s`JiU?qAF6-;a_vQ=-gj5mB z0Era>CIAN|5MXPM0Lj(n=``!>v$uCO?dg7#G$i*seUSfseR=co1lxMB628&v+Z9o3 zU)jpIW1r)DM##K%bA8LeHG8l_eIihG3}bzLOHSUcqD_O=h9;oR)*8%uLH{?2yz}iE<+!4hF zQ3S-ClKO=(kx`~=UK#j4gut-=r*+@+ZqOcuj}Wy;lTgO5gN-L`3Gu@csK311A_{+j zMXWbT(+b7_?2jQ(I3RCYlQSYLE(^*#HbXaP76D_|oHq^dq8(IGrzHoO zbo;}Vb;2%#DVw}LUcwljHujCO_~f8vFje2>UXz%}kP z5DQIzh%!NxMzjALRhRG#Rqt@HUG7}UvT(1lup#bzM3lXL>j}>~fbv{GFICz{x(~N? z91go!KUkzKK?wNSCmiZQXkq|YiHdIDzCi8QyQA}D9B&^GPJCp-P)Z>NCWg5@hmB@{ zA*~Ier3_TdiQ2FuVxH{}2F<{9Efb-`bBxx=ZiR?6oFxOM|K5Y{6GR`LqV-F9k>*?d zr>WA-O3dR#GO{ocEC2Njo3`i(*5k@Hcd%UCqNvSl;&#5uJuFD12f6oBuQRz9=fFc=qJ$6ngOlK^ZH$MVPxPeOlgDN zaXZu3MVbs@&>3VvAN3D8Z9jThx|s*!=yGpwLP|fV15qpp57hok!{r!to6}G?%go33MXQ1Ke&t>nkFw1U?ufMHn(VIQ{ z;r&O~mD$N;DEkC5<5Sny{9*Bk5}_0Tcn5rRe9hxcyWQ^5UHLy1C7&zKgb{X`dK^>R z+xO)0b1f>VU$`2ET87;{?^_kNruQF$SNIk3@}p`oC#PaTIGqx-QJ@ALJAK;LvjUGV z^}NtWlPkhz-&+f%GbMTxa8SKC8nJCqnniBv(;t`mpTBZu{O<0TS@;SZ!8}Nd<5(fm ziRt6#9=D3qE%U=Pe*i!3OHRTJ2I!soVfUI6@$w{pc^Erz?ixzzOr|mF{Q(q8+5dsI z$MbpMvAeZcxKT*xm62oxnfwcGDh8jWmMD_lkF1)=6;*$Lx<kn~SK!KaB-}2nPV>wp<7?gqs^s;o;F-Awv6H~Iv-8m%5x4k=aSwN42 z(0inXjs?W*F|ydV(dG`jmH&P z%}5^X|4{m=;)lnGzn-N^;Se$wRf-%ij$q0qdL=RILh%EDupSGcDrB-Q8lWXAMiNVz z>xqZKd3Q$HU(Y)uW^VB}=m2_rTcKPmQf`a!x0T;WkRegh^D6E-b@9Jhub}(CPyB#y z1Qqn|HTsiSNS}u?DNhYgSf%_VcPnBzXk>f;$nIlgB~!T-@?%7#CC>eP5S)6ud zvY)k$-{yN=w9o0*xHo_8MYg}ttfd-pnRFD5Q(#`as2INDN$ed8v|{N!ct)2w8PFi( z$XK3y8@j3%YjKY@kd?4hK9kL9U%CbcgpTa14H-Xp#?$-oC9$b&FRv~bro56#>f80JCnmmRGifu*M+0gq_p%{ zD6Tt1TbXo@m}#AZnlWte1pi-q4nLvxR{MF^lh66Ck{`|+@W@Odn%K>1$9Y*Va03CM zaGoYR_PL~GF)L{blEPglCuwGkZ&^?Ntycp(t6@jqKc(}idLesz`rlq78ibYZ>U$&D zv)?|q8`b0KOm{z)CvXG@*W55@C=18-hmB|{S)NE}405Opat&=#Wgaz;#>+W7&dpcb z|Pg6{W=bo)zB_H9yNT2qUF>XWp?=g*JI z@5}kU&55Ap1IGz*Y=_V$Bxbtv;4dD!&~R|85L~~~I5?-W!7lI^#{Oi`veu%m>ll+b zbW<6Ap-2KHd@mA`MmVR&k-G)z$!eKf$s4Ur_#td~jVEj*Y>>|F`)=a+QBM1=kt)H4 zM*nct|CtzlpMapKWbA~Do2p$Zj$QWmQ9-aYUhkE9ljBVbb%M){=RtnnbHL?wc`Qet zHH(I(xE&Ovwo6111vm^?xJqC5rv*;oUi)r8 z!mk66>LO8Gu)&7b{aitF^RdNZ;pUWMNczHyTa&DVP^DWbq5`CtvyZ_F$c+h18NRwQ z?!$FHrlnIZSG`>;^S`$$L|pkkZPn6#P;nc8DJHE;S}yEX>S->}6@Vm18$f(%V$<)Z z{+SJ^QlKao6XpP6LkQFZ4Ab4Jm?y@~%O@HR`Z2v&kUeaFZTG~(o)K5Q2HFa?3BIg0 z<^hc511&!f5q^y_nZd2NR7cIKpnV{JT_fL?@8~H*lg_R5XUEB!*SY}Y(^qo9cL?5N zxwoXvcoO%ARSu)Ytym)|4@DN21ZYA<(WDAnA)w@5f0|%uJ-8wWkcn$Gg>ZVZ{m_PE z4_)q`vaz2gB(EN&_Dd1?xL@G06rCgSoiET6zb{knkmDf8#18eQ7jtj|9YAhubwxni z)qVv0j?wLR&ZcWc3^i5)nCNGK3%x6+w<>_KLtS5KEG?F+Sc{~KC z%x#wA=b5ST+wsPaiPCxs)XJ+~@io)`NfTd{rB`NTV2BC-`Sh^KO|+@KplXH=(sgbc z@{0f}IV31~`ea*a6f!rq2_Jln|EiO{%1)c(lBYo&yT|nIG*0X8iIju6o|9jo)6e4} z@KlI%^$Jd~;Wo3FKAnl4!MpqM<@j=4FNkKpnDQ`R26GMm%li3GpVn6QK$FJ906r0u z4b$7bX}i?@r~x_nK>ic7Oit47mBYc^v<0ID#cqoW45lwyIP8AsBD^r@08Ps3yR~yC zdcZ8q{G<2X(_`0>Yo3-5@siJ?B_Jxo+L=P7t>gC61U`II=*zA7?rC;7T$8}y z=3C@w=w2q!y<74)VCl>CqoNy3JlpHAr}==>+h^$H1OL*JfAIvuKF%dnqdiD7)Ii@= zW^+!1F$B(0Ecv|HYX3B?{5nCqerGGPJ7X~&ZD;@DUito;&u3%kk4Pl2@;l9OZ`iYZ zetzxm*<#HAHqrv@zBBSnR|y6?o~6TWkN&y%ZcED}(RNmF>i;+gIZVB4joxbx=xN31 z8_;z;tL)&!?91+Y8o#Vyq((eJXoXGp>D90%(!H1QXqpIcuB{E51N%cwDT14fhg)rD z1wPOAik{*x|JFof4|Q`IdYPY;exu83X8Wydq#?sDlf-pa-p_|E$qO6CW>Rw0f{t#y zhoQv=+EI-RjDW>E`r8q+e~RZ+4D(TiS)^7S!hfLjZ&9KD)4)G>gV(vT{)3b#5~W|>ve><< zDnm{dy@_9ZoUUgn5@IeaDFJEa5Jr!{)$#ykct4hWvAj6j5tNl#tsA*P)f3^56D6KG z$h>>z43`)mtURW2{t9$iARr)z?pA*VV;B)3P7xQ?K+2_$e{F;o!EwlU4!DPOR`Cy( zkQc|1fHwH=P! zj_KDM5wpe`(D*h=>u#F!y8N2%*170uV9Eanv4*(Q>Z^d-Zr$w@_hj|3o-}T}-`ZMut;dE5CS#^bVroS%MMz}3HaF5^%{5uav z47M-%Oy(gpNrXy=V4*htZ2=OFGhZ#i#u{I(OLlxGjCwkRJ}~#h+JCn{n6`sx7l;_a zt-CRgWa|OjUXO0uiM<~@rL*U^(vnZ!1l`=}=fHJn@@9I&zL4GhJvf`cmx({8{6Dgq zsQ(>GJMDW~d}<1drej^{3X<)VT4vBrCF-fNSrkeiogS2q*KSF_hgLJ6+pJ-8lmGg2 zm5;=gUQJV3Bhxcb%*3eoXlLE>m$04fxS%qe${?92*()S~N7&^PB?=-2I-e`*~e|70mF4_#so~Vq-U=m zsRe|~#a&55QNnK2JSG=xdasiJdt1D~EeygMED~F; z0B~QvsxV&~IS#9M9isP*_z4?(ekc~1m+q*CFE85usH>*db;@5|?hTlH0tNGrK?Ayy zXf;8>Gx>flHh!6)0#xUJo^ZZ*V$9T&F5))0oO(+@#earRZu0-TO4WC6jFR+TXIg35 zd5JpuWqP--r^K|~Ab>xj^;I`hB}AScciz+O-{@gMn3x0zHk`nB22c&_1UG@|vUpx?;E?CHk*Ds>FgHofC zD<+q4WxjGTSm|R*$mOzKbxJVmX=AiNE0-DoEM|eC${^?onuQo-1FybqhHP4DX%$Ap zkEmEL?J3k5-QKfNj#FKjV;J!|)E8#){NquYvhdWIY(aLL5e8IitE+H$zYKvS0lp6v zPpQV0o@k^4W`RK8a*kHl#c6Z85GT$I_lnCT*_9M4j{)8TXNtx80&?NGU5uGiZKo)~ z7?UivB}^?7x6@I+@7B8%znIGGJgddwWa1Ds_ROkq>8sU4x=}GM1XK_l+G*L2@(?9s zq0afqw8&N_0zTKIqEI<>TB^>>xdvKx>w$3GAheEK+4^Th7-e;S_~^4zQjAT_>uq61|0?Ch_Kl8ceFZ8 z(-8XIWiyo?8f4P?w>ZSDQ&Js_3?^BEjp0Ej!2ojF7fIqA7Ut!%;hpypQ})|f`?+{l zr(o?y*Wsmid$C(fVeU%?j$-H*OAJkvxy0`+noPDXVS+i9elkk<*vVw3t(KLdc^)y2 z1Qwpu+V6-8Nf)XZ_h86^8EUR{S)f=@wx?~?oyIwS+O^1Y)I-xFK-&HVhikMRj>N?+NcjM*buwVPnq9xP#ngWhj|?JtaFr z&heJ+u^87?t@-`i^u2nY%}?aP5d>t4h)M1YEmDRY9w+He&>~hZ7?1tdY|%cmz`1Ja zxtnit?;h~l>WHgVwd{9{L~uy14B-XPEbjVRBLg*vOFlTN^lanM_V%BcyClNa?Nz$) z##@1*R(gM6{}Qe646{8g^Ffb)Q(bLH+5a{+Ja5_TFz@%gtWdeZCtWW8Gf zgg7dn8UOJRa@lJm_&6UqUfevfYt2 zxUK~Y9z_9h8ukJ-f=haU{E~n~Re?z@Rm_o9*$D*dxLd(evdqenIvEFRIus^gm{VX& zgLv33n2{=mBl9-6)&Mext zb!^+VQ?V+k=#8z4ZQHhO+qP|^V%xTEcH8IPc0SzyFxQ%6_R;&(vG;Q5JQyxsmG^71 z%YDi)iGTzZkSGPfH?v`vhSA36q1V#+d254?t`xkSfojK$JrHGJyG! zbrb!|k9NO7ipZH_v2h^h+VoaD9ebnX@TtetC0OVy9YEru{;0f& z7wx4fJtskbJLsnbJ%?ykR##6caFQ%mmX2^17k;DA$Z0)}58{g8`N=D=m%PxK+FGLyVd7 zvjf*ARrj3(55R8h-TyPB9EAjuEKH}(jM-h8Rs%FNAI?`&^^1= zzpUwZ&DI^F(b74lBCc~Ecl4p458K3(a1gx5Fqm?;oqfpHFv=y~iF>OL=@}A^@B(L7 zI}Sak3}u8LT2sY57I$MH;-`482s?o}yta0pteJAfR@EqZm6@b}zicDJe;&n$u|XGG zi_oU+ep*DL>F#<~R?^9B0HDcd5N1YFDZo=KReYB1^7;I9sp^>UC||0oxHOT;vGxI2 zW0y-_s%A16k{TB&s5*tPz&t`21B$^4ye6}m`wq|n38w6$@wyBhCok zXgnx>0F8q1^qm*U^{&eDcjnr^=kZ7s%8TL-$K1!7h7wZug!Vq%YI|)N9iA?Au%l_}9 zmi+zd<ThFbu#tJ{)uc00gzBEl77lWpvT8U7*h3hduM+|PZa!0jb z-Ms940*{HK(o|W_rxrodo(aakxF@Fi)3LP>)S`&fxCXovYuD6U*2)-p#G4kbSp?>- zuLy!5JA)?TVV6YF#}kiF1J1;&zOyLl5+!!-k1dOfARvjOmELHh5ZX}bmi7pj#!$J( zSm?8lGu-Daa*M&2Ob%2FJw{4PD1Kyob;ZRDc-bT^NT@}%g{nvj zIXo+{3WBi1756K5l?#}J3|-$QPv<%S$8|co-p1=JlrzQH`K_Z=bYcP^yeiU<5R}7v zp+S*z4A@gqo9ZN@KmD#Lv7vrjwbrewH*^HE;7r!wDDA#z&}yT6E?1h4THwJNyh5-6 zqjEa*(dvPa?Xemx4UH2$cKa7wGw$L?GD(?|2xpd#zuXn6D3QTBe-IV^@y$WLq8$!NnNC!6PeX!T!0 zRWTi->~m`JPow6qHt(g!w(pI`w_K=kqnOilN~|sSr+8v2gMBd}n?jLwl|( zs}+n9xzEUvNhL0Gyq;Eb&rOZ$ljXn< ziN>X9u>hvZzNhD-b<{rh zr&9wi2-kIaAu&XIuRE=d1M@!$kfPx8+*XW#DJEMbHWp{+6`p_#ir3fS@&0pEi;>E7 z$z~dkEQdZci#zd%$9_o^ec|7Fd-2iV&KoN^N`?)M_n1@9oR4Fa`SlZGV#EMuCIJz@ zAi=(YSbA^uTg8LjJGh0hh!@$C2R!U^mRB+hecN1dd z7!ak}a)K7A7q>6NVIaNJs0e#+Ufa3MLKilyh=b{x9+3{rJWZ&67jwog0DjWLWya@0 zAIo_I`u=^)B!HufHatj$I-F8q6q0FY5f$2r!nvZ`Wv46lq@Xy)9^x)0U1#&c#IC{K zMC9#i=%vZxnSsIFZGM+DWT30+{`(?grt`86#C*n&Pmj$7Ll8?KB{J~P0}P-`N5GXtavUeIsDwuhaQnYohOE@!-b$iu$%2V$0^QyzugPNzmj}0Fr!=cEeQZOqIq(m9NEq+a>8!{u&GMBEp4N#d) zD#H~FJA$^~%;a7#-kAG~iXkD#VW`44z0X|axY-`j^5|g8^XOactKTAuF^8=vXe}C2 zanw(6O8F79+U^M4;-Zj%@%lP0mDR#@<`EhTb><_8itwn@1UqTv{(2CSgx-S*d_b4X z4QgbdL0;t+^+m&a0M8YHRyR}%gt^%V7MZW&X}<~|bF_H9SPx);BN~FEVbVpX-<|s5 z{cV}L?k5GS{^tGIopU&?c?gEEr8?%`a9{CWW6k;MJSxhnCvanX?;X!KrSL^N zuT3G_i&}J!(JO;$Z%j3Aa^$-ERYJl%$w^~0(r_}Qt)|6)wdUfq&D-?XRiC&_Je(tz z#`M&BYZeUhGOTRy3>l#gDhWk;*F#A{0iSd}!OKA4h}J`y38H~~_Tyl7IppqO8PhX) zI=F|cnzP$KIBjbKz7c8M7M*v8(4Ic9KLdSEZjMExkYB!?Ldz%n2PWd_%H>O_6jxQ^ z)p#c_b=J?EYPSAlMamvI$^pF4bv@i2Wr7WYJJd9n0+2r@+{B^7R+Ne&9UD^ z(6h2UWJ2rZPSBg<@Yi@4jRvg{Nw+W+$v^2$GZ2g5)O zMi;KNPzHvCwwHa$+P(Q{H8ZL+9^(FT|48OTM!F{5@^vJ(op=|^nCX)3+47U^?MO_C zVC`lW!1Mdf^cm1>5dJjBBkF+@y2~si%4-nz+lX7c`1V*#X|wPbhy^44ii}h-di9$| zdeej2ywDfz-(+(6lxP`B>2YUCihyO8+jJ;&9MQPn`263G$5t-oGcA`Q78_r7a3MnK z{bZG)p6cv}4RbUbF{T``Pg`yO zenclsh+hB20JLS{&bYz$QfR9k0&|v#%Gk$R4muD?+7$#+mx5}jA^~NM9k1k!{T8$h|$pnsOnnSbDq7bE7#4R_VG^h)E1kqwus}%{VlE9 z=n{A!%MfE-TOni#QeICRw{!b*Y=1&PN2mrt3@ebV7*jWS&*#&+oy_rM9`nO~U1S|> zPY;r;!AudgN3kVur`^Z&t=+yy=Gu>wQ%C+z3xIK{W4JL!=V~@3P(qMppHZH8x2*uA z@n6X3&&ZVZ-;qfnKbjSV`d$|Dwv}NbF$w{TjOsAagm42%K&MVT@61t53N~HAy%mU|)ezCM&R*+cjTn zBo3qqNFw>TPim+!30+iZ+{&h02B2A35whM8PGk{bT~v8spn{hvfjkCRQF%TR4p$NxB=%MsdjW6)sICu=4CA1c#9`_V{#EJM z7eE}8tss>0Xlb489q<(dY!omr#$UrFvV>! zE!{4dh~wBHO8A~YSc%bO9$_DrcOf)!Xhj#h5wy%aX~DhqP)FLFMLYPqf(#kj&#IF3 zcYq!l6*kuz)PzC`Ox^=IEW5y7pVV#6*8`=P@ZVPDJYdbJ6*iJlr_4p>sZQ@$xb%dg z(k}Lg{yes{etyTt_<#@`r$M-n($+yFnSC{nVs<11bsnm;bnvkj`tjtqV@Xd{)*2vL zB#gqk-SuEVO*0^EC>oVVGb%DWDQq~6ba!cbTwT+N8bqCLm%dXb>!MW7zv6e{R9wq@ z?xxd3O@t!y`z`E9S^QJoRW&8n}a!+u`mh;>2%Ws@%gT6kv2kvm@pb*_-<=^eNYkHp+M+4kYl2e==8jP!lrF=Vk4|{_Adzof2uvCpOu3grOO~)_jiYFMI6pE zk#e~EMZs`(mO}S3mpFqlnp3$PD0=##ljRU0G`$MhJ?PmRtSO|^kG1~Q(ot<`dv_cl zf64Kn&@kO=xNeLls>sXh$;iPr0%ey?7|SQbh#%oP~%@oyU($8T1XzYP&Ay~9n-7UtEC1wgG)ab`E;gw-GXLoSOivgeciN77_S=#h<*W6___#-kXqhgsZD{yS_A>dhHA6AuSb$I$=m`dDDBW7kQUp+<;BBe4jj>T&ZV9R4?x`#o6LF+Tc=2O2wlN-wsN0X*P8T?p9d|rrwgTJAE zH9-ZSC)D2f_C<=qomXSRVF}2S+KELaY)*BM7N6DD3w2lhJ8(-F5ZEklKaD^Y32N3O zo$I*nrnU3^gO8q>VUXkz4g@WTw>UJQty9`s&bRgCLVX?Y(Vxm};E9GE`0*oKCSXP* zGwN|JN)i*pevy`wHA#x0Lei(t941{*8JndM%wP>?b6eJB$+Wva%{P+DxGR~!>S)ZA z)Bt?L5cPZ&hvMSPCdkoM(J#1+KAQmlAny4YKQx)n-5_I_MB5#x4IZUe=~pH0~d7#Rm*yJlB{E2Jc*prVrpnjZKl!(PZCYUBM>^? znAv7ZY`o|>mxZ47r9&cWaW)=4B=gWPmLLLMfPenk4fx@l2JW}HKnXepI+YX@rB;yV z9*1S9@0m4A(xh}JP&dBPS|lLUNVz|qQ!hOR#vQjC70TRr{C53w%rKij3zUh5H9aga zzM#>7Xl#-=Lxm#Ct0A=oPT$~XEu?a97)wyUbJUP=|JRZUe}c!|1Be)FYc!{iDcoyc zkL6infS0#(B954#d`g@2<(JE{pO%NrA0ph>v{{4&C@1+y^&aVuD+m9dru<>qS%Z8LIC-67}XcPSy(?XnABz6 z#UrvM2V>jo$o;PxTk~Q>gXHC3U5Y;0@-5ZfowlQhe5ir=cBQ(A^x=Z(DdzI3#Bu#p zbNyMUg|^{O2$PKf&(Z zgHy-H#U-PKU1?xTaHYdOiHjscsu;G{wT|aAf@<6mg)a>lo&V{_i-+iLfauovqIE?6 z#_B=Hib+5%>)IGKbU z5=V&PDeNI}pr*tIm<7__xbv$Ib-oUD+LcNqVHSc$>TC5+x4Pbimi~6%4Ec!r@Io;` z>;#6(trVL#qBRFV!Zr5xW`2Aa4*CVUJMC3;0Uo~WcJ1L}{@vgY(2F3b&LOifvKh9` zGzOcoOW$eedT2Zy;kK|7*d!wP9iz})DT{|7;2&664r*XA2ujFPt!CZP;z6trF8f!U z?XOn;wSTqfC#z$xjs1cz$3^SoLWU9%dUF!>Z z4t@^`2y#CRF6rh)cjRI0=H<9mb4_SbidJPP*;q1{ln~fvU3m+dD;H2{jK4V zCEZwRjmvELRjV`>gaxyw)zsiso<~&ts$51Xi^pdgLA8|s`{O#6x{z9?cbNu^I? z`D{KzavQBN;=Zc$vc6R^hxwFX`V>Pdi2r+;?Uuf(tI~_`%qeha$yV?RT!h!WG(zS^ zC@oLCSp~b^O)S^T=GB8biHx~}qnkQoc+J(BG{gji#%OzpKBA{6L~wX!(MvH69r{JQ z?_`Ge9!?1Zv?H!*7UGZ;a^~&+yoNfot?j5`>TP^=UsY4D_TO>_j8~gt>beFj1Hgk7 zg7_GaE+_VV-t%?-Bl>-JAV$>;+u+naIzF+8clOgGQU(VwkFp8+gF)`sx&8yWKNucU zHRy0T>;lLZS}X(OeSOqYKA|&dRkVA5x~$HB&T<`;?y%!6$?Fu~7WRW~2K&i9M+IP( zXJe`7BMa~*)M2)uv+2hejNnR2EZDz&oGJrU>3O^5WX@b%<8(P=T3xT)Oaqf!fi16e zHi;KYPh`wdc9V_M`7NH#ZQNj1f0)>Lk3u!EbEmZH+I>Hj7D)E&21wH`1nXSx%O_t> zpFYipCf5XB&lff`!vWKziwrQ?nb`wM$TQ3blLPfld%NQFdJ#eNumOAY71rVq6sI-^ zQ8OP^*Kgf=oFqG$Xt6gYYeeZ7IcOr=@;rdoJ3bLFulUX!r{{p_!9qMh@5>wq>&{^S z2>ljseiWKx{p-$=UB}4lyxvB&9Z&S7E**HDMRIeGXCf^Ui#EZVKj-0r0`=ifw)~9N ziOwwde->fZuQklv#u#vV0qjPSQqrq0O(Wv#lunup%%U^(14h!A=@i#lAOEgejM*l+ zpI^BO8kDt-J>XkK#RuHM5JhDjXt$mu=|xP3?TC|mN&9U80cL{-5Efm+bPy_7?0BoT zQzG$-=_S2oP!NN>`jH$@o*twHg8CULRmaWYV6hYk^B_PaOa*USDxIC_#VOF0@9H#@Q6PBmF_8yVd%)`U#y{jC!Wvs7~XS{P^%voO?%W z@Ul#KM$`LN1gBjLrgT*x)Iga@s0j_Ne&RpDRx?kW?u|DmkP*LE+Fi~i*BcCNPp0$i zweiLMWN&1IaFP0b@!;~kg8J6J(CMaL5)w~9L+kszy6dq4R zn!S}V=c!vZS!=JmK6u16MUG6L^Q$W4GB?=Ui8me50(vVmHahfZllhP&=pW}QBg!yt znO_^g6#)UgcVj?V>R;nOux7HUCkAxXs-OqiFIdpwmrmbT!tYx`Ay$NeZ8^K7W?)Wb zJ#Zja@s@CIdz#XHV7PGKKX>LOIBu?TRpsStPKK(pT@904Q-4og0V5V~8pF=qEN*3R z<15+C4mg5028f_afmB?%QIevzmN zC~}N)DarUC@%E-l2_W9omCO;7)Gd)zMrX{2^X2OSM1Hce4me6{)^y|<1C)@(Av3p$ zz+q^=-M02)rlX+Xrq!(S`M~Iq%(o-77u)O0s`d5Zd#hEJkuwJ|(*h(F2+Aprq>H}% zIQ7wJ_!O$+&7+G3f4ne2S__FOue3OI&igT#b=c@K6g9%+amN4rZFzBt>tsbGBd|`5cZLuhkFs_@8va_%}*?lTaCvY9<@s2K9ai@;-LS7#Bur8>oVap zgp2$Kd!q7h_+^s5?PLt!^7F?<#Y|+RsM?>Hl`AO$6P3$r#%QKO1#MoMgj`MAjbQE>r#_!ULgWI44exH} zVjPA83EegmALd{Ibtb068Ij62zIt(CqR9T?oM0%#km0Fd!SKYfa)60gVj;K@3@Ml- zI}xyPW^eS0Oi@21Xs6gShOjbIAtZu=&Qy3VxL(knmh*abccIZZ z?;S8A^#DkL!9afjY9<7`AZ)k3&aC^pZ2-cpRlbH#VK!9k0!{v+$YsB4oe>z5src+q zd?}p`wtN=U-aW4ff4zP!^b?1X{iuT60lot2-9q-Cekwv8+D5P(k|;ZT00~Z^k2})Z zZiuNK`1CNw*^6URu$j;#H4)etp;RapM(?p>N7bqEk86^%_#y*DLroFWF$^g)HvMY} zSdJR2FpI=*mqjNVIqlfApuYoyKs{7%y4G+h{`dKtCh(49-xat5*49-~c$EQ&?!+xU zYi>{>8i^XY`i3+swXg{%=j~Bquy|EJxmZ+7E17U&q)@8&lLe%~VSC{@V3m8mj%WA` z%IDB;Tu&pIul1`Bz|Qxp%5JR>6;eKO!>@&CS8237Xf#m(?-|GY1Xv!ZbAr5(7z~0E z%d1bVbWG$mb%X!t`h@IM+mJ#$xMu7K>AnRxi^^I}^?HWa>06OJ`@L}d zy+72tkhIbv(0`OOTN80ZUDwXTOhb2sK&|6!(DVrVG!7kMooMr;l>^&2zi*2C;G^Ju zUkTuufajxcOofpPCDjxFqYeGa*#lOM9XQzmjX5zkeCs&Yl{V$57LE}$NPj>UM*UH= z0hzN66^XK$x;!r-ebghgO6cCo_Z3@4UGEH6JSN9@Itr-Ln2UVmH(|7J0u?(nGd@}Q z2+(En(8znhrLZ5RKaf)2kjNI#Yp3!JH!H~w}&m5UR_n|DFt{X!OzeWUL%v<#P=D`VhIv6n+wJjh00TN%k z;ynO{!=8;TMhi^*>qB}*#8PagT=(7|5+`B~cVtd2CZF66ql@A7IR*#4v%}Ek-A%lu z4MP|&zJDQ-<{SjDGSO`{;{`fz2b!w5uuY|>lb$~K07Dtm!mZ-S@l}=u$;(!`$GgqN z_gr^OW2^dql$+H5rQFyC{pW4vF+_Ewh|l=6F6tPw%{+o3+htnZHztsm;5Nkj- zklP>Qt{k@jezuepo`^=@cyH&Q%CNq@UG!CSJ|}tW5($jLvZNgjaO#REK6?rp6luCb zog;fb!fm9YKTt7b>d!yuPXQ5_2T*MZqh%t5Z#*~(48f#0wf>IQyNh&rj$!`UYx}W@ zO~xgqJdhAdI%e3M&rLA_oFt?a|fc5&mFFokj)3=xjS5Vx?ACZ*QIfwAZtA{Z76{ceHNqBw)4Vk7$YrL%LbB5sP zpMDKB7fbwMrhxVJVxx7vrlL{?5v^vM)vX1OZA(`c1}E)>*TFGIer9i!Vi!Q~zNjuE zeKZ3z47<9zhVfOF*}kb=Wu^Jwgr?0;t= zdsrJZTUj>ps3+C!?m%pkLX|KCQl-g^${5mTBH_}=n1Pac=y6K*)(FfK^!c4mr!~2@ z#45JAOm*@9&G`H=4y6~c-Cdz#%4GJ~Ze1rstZZ6bdpoRUT&3UM4^tAF0KX;=Xvhr` zWR?m=aJ!X(@K+*ra+&v`pAj%_^m>iJT!6dkS~V+APb4vJ&wd4KBR=4?xf>3z7X|$b zV^ik{Hk^ot+fH7fNYY#Lv#{AnKnTdhfcWWZ zPs~UxHv5v*e{6NaVCzGv<>b%a*u z21X=;pmtI?7sF)`cLF8$7UY-t`$vl$#x?a;r_ox03QhN4KE9z?xs3TuVS&_2BW4+-!fA*NG03LN zb=TuJ*55h~twyOCDuwH_frsCrAyqmzZ<@VGpR?C3URa3yF>{RrY~o+IYwGIc1<>g+EU@9D zVuD5d{Nxp=7?@(!%sBeXBlvchuO?LBif7G{4MI=gnkEoUI-20pZLp10##@p`RxVRW z2PtRO-LU9CISMEA3oKWm z;d6RK*^>wfV5aDWI7~&I1Lti^OopXTP^aM2e7D_}_S)WfH2&;!PtI51#1Fd=JG;BP z>kEL)5GBJQ12I;BO%+GZL;_9~yi_Z~h?PSw@%jFu;L-Gl*9x*94b}5X$yQr4@QPuo z*i0zKPj$XI=_7&%LJ<+Ev8|Hp5Edn+=L*7rJ3R>pMa@yU+;+N|?Ay=53mK;did|Q4 zF1pVS8YKC6_jcQk;@IRg9!vF{=W?kkom}}HFuy}aVN_obP8JlO6iSI~R8R$IIqKLs z63gDWI|zz6y|$9?4|AZrFwN2l4<{dqK%^_KzSU^BmaPGb1<5%7lWx75rE(fO>L^LI zM${^|Oa;EdK+QcQnD?HeY$&I$z4JH|pu`1gAhy)m;}{(HE2e;uQdPR-s>d|)>? zI1B!C%k-nYm7P;Z{HhUHl)*S{@Er;A7psY99L?~ zex2S4DvWSd??qfQs<5MO58%`9;T3<{YI5)#CGG6cxpaosCGY3?0V(aJ5Cps$fnQ z^^Auqtbmyd-Ep?19t_l+n?tS@_1a~$q3JoIH6}2 zf4b~KaTGr~xf%%5ejv1fz6sFSRNmVy1_2fNK|-Op_no4Ud-#ClVFv877yAzAX$C=h za+WLdQaR!d=aUaD?JSVTLtr&GEtHVz4k`c0*`UA)XCy8Y^ewLCI|)Qx9?wr1!bhL{ zTN(6jcd%=qM+mN_7eZN>TJ6aFi0gQl!YyXs#feo7CZ|4HOYJ$8?H?HD_2(GzI+q{l zr1iS3@Cf_=2Bdfeg_fcdg-CQ+MbjD~xpF=nh622PsvW>y9e{o?Iy@n6MbZC#7YT@i zs+#Vkzt+5NG-v4Hd`Wp%nf<*#hM>3%W-sVO0c`iYA0L+(xN86B#LW7vlSSU# z?3}jD#E7G_`WZfp)^A1GED}++m6-M`JN6p{e@vT*ezV8%BSc*GXhs>O<1|Cux zA*3YySKqi{-8;kVXfh22uMWoUMjY3@40Qon#vWPagv2uX6;OgxKm?hm4OP}F>&Fz! zE#sAwdR5ZsQsaCP#v#bR1CE%_c#Ak3TWoliR4oXSmn+yBUUE)!_$H)4j?xRWTz zZSIHRdu6JJMel!*g8@^=1Sj=2$vP+xgsRAcO*~e#Fq*!mOfJL6Hui|V za)7}a%!YkbCRWV536lRG@xi;%DZ#7L4z@gpKWD1p_)kE+WyztW>9nM{*ehrA$?~(z z(f{kC)>ID~U7}ap)}JHAHM#(I5W+&*BwZ!3 z#upHO$b*26N3*>KjtQE1$d2ozb!0f_CqmjBb)&(>PxCPv|5#Kd+4Di+)rZ3FpZUxk zr2)iMebt3JMYXbn*xhVvh~I8MsYbIE*%_Uj8upsHMIK9>mC11d8;rAW42jnqjD6n+ z>cG-YZO<}vrFaPjxdR1cqY~Kx)?<?YqddbBl^KbZ!7LBX zF$Ibhz>yguF9GE+YWN6?n!WJZViDh(V&$r{BUv9RAT9JIq&(3FqBMM-gkI%CN496N z_YS-f;MS?t-y(M**F6yA=FFlY(i=btUP6z;+UNR7c)BO(y4tg8f(r-)FFr&Pf}5o{ zDvfA_m%jK1?Wj8vLru-1e8`!(3?ha-Jk~Dx=Px5?r}fEZdl~G^&I#d_T}J(D-m?1B zGWh$`g?wyKQs!j>>{x7n;mAg|=j}nuqJaSXbA%D8-x&oYOlF`CubKd-vyeX*l; z#x7B^kvdqn{qR8#Kcoqcn%37ZyXR;6hbYDEU+;N%7tl1Zy?PR*Sj}d)0l()l?DYna z@ApvA{i?Awh)bgxkO>oL_D~JliHPGXLk*#5X`rQ+b z=+=g-ibEO&szm@7T;PoL@gSs>t`UPUPEPcK005I|*=*PfirGAINH~^kgl$lvt3$X+ zVHU_glsX2nBLlz!_h?&rZZv#pZB<}oJJMgqOLd?f4Eme1l>#ZV%4O1<&`T}!P?$Vv zrZx#~d#-e|d~qjt1g*IYf281BaRW|AoG(x*tqzI6h!t3LKh+UgL)6|zo+T|0ree&e zn=lh6Rs69%R#qUjh#k~a_b;ti$%*-?nF6})1oEMuHjB@QsUFv+tEI=N^Pq*75v-%t zA$p=UvW|}wc`+CPkvf2T>mDEa^MiN0%d)i=rA<2Cy13oWLQZxu>Q@Xr_(z$n%x(e{ zvPSiKP8XWQ^7GM!=mxJ=G4MrriUGo=-4ebUfhq;rj$x{#76I@0Q;#^zky-scB>_6r>h_t-o$1JkQfk zF2?)^iJ)i>ujPu$eGr)kFv=Y%yQ+vYh`7u!SPFsQ_m49+R&M8)VKycNEs@L8&a3(AR(;-M&de9jy-Vltbj_VE5#7QtP z6MRSVBx`u?Kltm`RNmkOl)b%>ArHgMH@>LgofSLKGTbw?DI4WvdpV}BBC0l^QrZDh zBJ?D1J>Wn7528R*-UVHUC32faUiHmRPaYJ3ORkpI{usrZ4eH8ZW|Gn$1^2>DluHl+ z#q4KCEDIs46$5(%kRcq~f?B;lg%nq@p4xc-sd3izMa@YK#E7@W^|}RWqr_6drc#BS zS1QL8e1WVP+64B6a-EG!8XL{M(iyi4BRm@-R|^qtFA(AWja{x717k`2+Z8J`xGok= z#;XYlwU!$pZ=OJwYjG9769XK=6u7tG3PolIQC+yXbQn??0_1TM()sv3q2;j};Sm3B zCTMVe%0T zO$1#C9bD;;{3OvmUG&KQsl(fb>$bVX6(bos^Z8j-oK9yVYi!`zE_W9#C2{<+s&QZ z^$}IVGGkWn5iD>-Q1_H`rr1#`;#}@YiLbBgZ*9yaaWa{*_+^D#%EI}NXUdNd^rxTR#EJ0*YCBf+5YVt=$FNt& zUij_)2%u6yMTKG*NoG(0TNy5n*^~y;zLdO|rBxBdfYwjVM6$;|NXk|AI^%tN61ZjB z)qLJxxgQP3bHo}O7cjJrSn1O{LZuPdVZ^MIgV+FGWUUpZn-s1)1geiBG00BQ_7ewb zFjTcAS3wS(rK6~$JwVMy#vp(a8AT1{41vQczZVl1R^%i$ATd^LgDa8ia|v<9+=VAR zM4uPc79$-Op|Em{m)C-T2m)c3qn<;$>*wVSFjO68$lRmq&`a#!$UFf*w){f{42p8D z5Xj*S4O_nCFE={E;O6$#Pg*0l*-KGi{elj-MOuJVe#qYdKb(}exYcV6R7Gpm?jmY<-}HqLwxZ((T@$+IK!nM3kv~8=whd5!DWG_T z$poSO`XMcVqCKJ2ck?lyublGBTN8ht zcT_WCKS*@u0`rz17))4{_XDs&$nyFFIx#z2((2r&Hm^`S9;wLg;|kSLn~kqOuNqqw z-_}-`#Y>b|KdRRqHbHz7TCR(`{m$y^C#pS;+aKN+MPgN}+vbbtU0ugZThrA!+0wMA z)hV43ohVu`mzYKS+YUBm$eqq+X? zGI+;{qI&pak!SK3fw-BK1Rv!JIjeC zj5Cx>cIU!yauXyPSiKItvB2VOR+Btp^%EEcsq(N)9lx60TcK07fhjSW`y~obK*djVelt=F>xfcr!~>p#ai|#0Ag~ znDV&EI2{vfzlzD+qpMI3e>EG@MYfp24A7L5=PA`B^fUBzitCCl zL_jGNDu_gSRWvjt*6q8SuMF>H7^V3mF$f zhd^=oge@N(saVgOK1h9NX!Y*azhQKt|7u1p14LcK8y-2?SmY#)BY}!W*5Y7 z2a?8@9A>u!Ug@@(G8DbMlvkfJy0H64{9AxdwKui%UbkvV3(%Df|0~WZl3^_*)T@XO z@n!}QZ-!<0S6-fgW{lWPJWohnSS08-Tw$70N(_CL>S%#ZC%j9H^8d)2{~r zA%uWa>fhBSiZ2@yZM?Bi^D3#k({ADuyYE3v>Lq@_%7s z%Jn*`q=iE*4Jc0ycwM@juqvPC7w05*TJ1jE`6-y34Y4@+bXJ*yrUUmMLh#V!Va zlKc*Kr{j_uK&(1y=kluoPUcnrqR+Hc9i=O!lGn()R19kzp6~p$j-BbbItMu%S_s!< z+*tK90nKa7=|VP(YGA3wZf9H9-qn8ek`c6Lw3WeMxBi!p?l!eeRCXuu69gLLxYe^Cu|c>p>kD+8@%Tw5mF<7tJOCAsU#Q z>DtA!rl2)&;)IJ|XV0fua^kpp0_$efT~zJlBWC~9z_6mSkq*$Z#AYnKR=O;`(~dN9 z^(%7Z1hWONd`F}`&t5qPL2;<<*4pjbprfR z7hXlOohV_OCiTRjw~Z2+@_w#EF?}tBo7c&Zjvd zXT8jBYmR_j6@!|_iQVCHT}@3#;QObl7lSW^AogY^E+SzVf^f;VXW##V?6_JAuI|?;?}A=cNLOCX-P=EQA?>*sj$<>MoP_vF_Njw zc(+f6dW6n`BdZC!_HJMpJt+hxUFq9Wfb*zp*A-r?l5gxT-s=3u7dl*~yIElPRLa5y zKnZy2M@@N+P1=6iVgo8N*&6^{nx!Ms9#?oV04-XyXB(r=uLfnR{ zA2K3-^~h$3(qNuKRCjUt{avPUlyZgFnoQb zkf%??&{0CWF%bsN3QJ_Nx6`$`8#&uJzTaLh z`VYcZT||{J^Y$y)C8km)D<=Qc=op|CTMEZDmqBZmOYj!4_XTN+Iyi3DmrsCkR3;*pOcah?TofRv=c>Rf>w^Unr z@3fpay`x{&=w$sSzqEN6o|7@3(Aku@#{s^JAJtUN1LQ-3j>h#x4rW#fW*Ufx92eXV zRilnPl7P79zB1}Vb4qYl&ru&&BH*P?JST7KIQY_`WIW{fo6J1);( z%$-J2awzocbdSi-P;0bI!d4YK=`L_bt{I8=^NzD=5`~QaJ2|5Oah66C}Nmy^Xo?JD38Y;9$G;VWY??+G+#B^J0U4T_#pJMIk592W`Hd?yd*I zicmdTLDA!of^I}@NaQ!Dwpk10Ki6@8a6612HoK)-qyKvk%v^>=1A%~KkcAR;iU|(% z-G<4@OUcMK=gn}Ha*O)ztd&*^c89U+zhGZ5U+=x;Y~yq7%J_MzS?0_{>GF+sF= zJ24jai(w4O@l|+^G>9#EQ7h1%c-0JT_%lscx6+He4$RHXJUS1AQ4}v}B!W1&AV(VL zrfD|!RD=SAzT$mx!%;@{#?b>zF>+DtUNX+h{sDXh2pUXwEzxK#av$UW&%n``^^Nm` z^9#DDxsL5-04x($#PCRHPb?Uh{wjSunHx~H%PRn0tj%6_YFMdofzJ|z((m`si2FZm zonvDq(AK2WvD2}AV%zT69ox2TJ006LPi(W}q+{E5CilHF^JV5w?7h~is;4Tde=IOs zsE(mKK6<=cK5B)~+8*jEIOMevXxIyXV)eJ%OMugW8ie?+ zn#Y$i=3eZkm|6~5?D9DznM=`mz&~#*PwomunzQ$#tN`Z6D8-GE@{&NVJGaq9NW8<` zBb~^`+w9;3{aN!tXf?IrW#H4EU(o@Ge@f?@OrEcIa=^o639L(k23mv0;Ff}zJYe%1 zqU`&V>JVjE+c$U15;~3IM`V(q^!3r0^J{dCX^J_jeczJpz*|iDZ*`Vj|M~d}e5#-= z&yo*CXDU_<+Vv~C9~aeK8tc4T-Uz!c-LI|GzVA8GL4zR#4A%U@MUZl4+{l4cwQd_@ zqZ7>!GrMc<;7Hxb;!On%HD})=t+OiZB`lyCo5wTx5MP*YBIoD%dTb^x@WQLZJL&nE zjUz91WHEY5ywgfi#TMWGl0Ui~&|`op@luBc-8WMRz&0O%xZI9RbM(-%6x#6gJ@avS zI^adBz;Alv=)ea>(!Z_XNj1q^^eZq#o4e|CdfX9uQVJJyR+N?*{*V%h&aE{sER%+r zynVH7MeX_fEjYD;`CH_1bZOaDi7Knf`A6tbxOyx)A#(nG{>SUV{t=kgjv}e5oKzx{ zz6%Q4OvL45FRW50Bm+utXfH&^VedkRT?0XF%RQ@|*NB+T<9n~HhP7xy85f(sQJ6SN zx!}#)yy4|*cUH;$V~u8S+Sh5R7F^30$%QxLq03%K^wlW3kXL3q05bulxmS#I)gYdN zv|Iv2SfZ@q>?izDH}4V6BA1az$y56#?isr$aelXydh*PG+Xr5N0#%cAb!V$&;rG4o%4x)(NebSz5cWim5AcJsB=IzHC5S^~Mx3{hZ%w zt#sHd@n~HBTVq*as6#oFMf}``|M$QaIQ_ht*shSC;Q0B3uxhHX0mVCPp%h+%Y1+L(qcX6>)ZIphkh8Sl>9J+fDKo zf7U*5Mu}W8NZaYcw z_*ZYGi8(|-ju^pTDtJz&PvQ{16&-MU)+x!ULfBe-_87j=F?hZu7F{jpe{vIU;|6{sPLClPtiw?!E zely3P6v3rWT$qhxJE?+b;djHJ-e3kAcAfy zEjRy7TRl6CJa~{nABD5?yRc&}#DV(jPkWVwz8A{i)!H#z zA(+!&Bro!zql7C$x37bPlPkfnMSR3;ezcW#*N6UNRtq1sM8UuSE?6)ar}$&Yda|Ec zls`g6dnJYyvHhD}hUz1iq6k4@YS?o&!c%5?Bl%4~v08#o6oso1_h`WeiiuZ^&-+Qa zXxLB@*2DfGxB<tfeu*W3keDd2*aUx%D}ae7fueVU>4%sc#=CyeA#V@$V%vuP8O*9cW4Iq38Y@ zUS--)pu#AuUQ(lQXq{t7+5&5x(1A12cBz)mHdh%e{H@gf%YjDRA1(1iwUwraZ{e>4 z>0+8EEf$t#tZoP#QWyyp@ufK*JJg(fe}&AnQ=euUZ8Qc=YK4qwh)X(%5D%=qB+g*s zGB>fxBYZmEPWo<3&;4A}v1d>)A^-*Kivr$zusoQJ8{PujT`^?PW^>2UWcP1<(b;~<@gN3bb&ZvxS6o(Ij zZrF`DPvG3&^=zk-P%e?G`&vVZdxn~k@XzcXd)Gfr2#UUy7B3!RFJ z&(yL~ETCMCbp9;xAm*TJntW@Ab+V#RG7FawBvcaOUUtS<*kjJhn`le^qUr z(`*_KHGcifoPl1@7G+8!qLfu(=&UZ#@ssNBdRzQ7xI_IMv8`$*y550Fru_jxRDMC^mISjQNMOBbAq&In z(#*dCzMuRvk=SX!{|{$jN6jU-_x<&nZHLWR0vUlAVz7u+Sj7;f!LK$%`kK~+dW!*bbh5|zN4-G={&a2*T51yk9HK$yY$`8xesda(7 z^<|5&K^T7Q#Sdl0f_7s}^gkoIS!pG`JJA|xBCFFHKgrw#yxsV*+e++ZYZtq2H%3|n zreO)2vsH8WecICzm0214ex8jQXA{H!Bqfwsh=i96K@=@LsEs7PlDu#yLSw;*iL1a) z_Uk)c9k=?r{d$$Iq%AX{_Z8gzka)#Xk>e9DM*so(-mkNVpnAF9V3#&h)#*w_%*S`0 zk^@a`(q{YK0qt{TM?d4ALAkIS8K*bdwrdFFAC9#)TfU10QeypP?)!2+yv(DzHT@bs zFYxVpwC@}dd0t^aw^pApp2~%rQTt~0SdAeVu^4{}Kug6J&ZM{;yo(~vJs)ekx&~Fp zvrD!`?qoXzXiBInrWPfG+}>zaU>wYL;8pW0;;-0hcuml`p>I_=_&A>QpH~{M$=MZZ zn<=S{JkrGCfvgCZR6B}MQ9u%efPj(StyOX20+FQk;v zu6z>we5h}|+xhCNlrZ#@<_ZmA5kckjraF(s9$aXnedYKl7*i0r30 z%N=YS{UN6kuTO&%@pgjfu%*gKJE|<Kq9mVB_pbc7?qLR#mVCu!%@AhB6VTz+^$%4btOy zFs@iAh7JqSkrEM^DC!_cLY<`&zU4gG8Evj{YERdiwg5E)W>bhj%ygIoRCcxJD zmboD-tW$If1g?EJUG+H4WG@leS*<_50+-)vueQuYa=-ogFVD+ndft#lULmazVD8rD zO0i&)T>G;az${0ze?HvgO|%~3k|a{0o$XIH3(ZZJxAcqA2>qPtJH6}{)lN2akI&c!yK0wCQ`vU#p>}6ZHp+^f zKXFv(!Lu-gR-?X7%zT%Gh_aW|P3x52wr@^9PeJ7HC_=p7i;n4%e#wKue@%OS*l*?g zbg7!w?vK|OPwe%q6UtPSRX=!VBT&aX>jztjhdJ|-;Y^ck9vjgga}9z=(vG`0{5`+= zt_s^*6}A-~=3czhGpn^M4Q59#q)T&3sfPn&Ry>6#^9RrPKm*6M9FwpdlEg3SE3aSB z@iezk?`%2T6c^WcN`&up%cDmN`L^5wka!Vta_krM^NrGsUsM#2DJANg;XsDp{VNNy zuIv+_B1Ac{L(+?;X$j>{yz0g(3mPqO7?SLL)0etFr_WldZ9CMT8lLDYHxw(2cV(W2 zVYcQhr?hhPe4X2d58gge-?mm?Qih~`9Tj2y2T3~e0_ko*HG9^82|AKowhv~@Gluk4 zGqdq-kS79o27%Ecln1f!Q|lBU{wRmKRentVT?(JVpH_)A@{~n>c9))s73SK!Y0sH^ zYX{_fD~-+4bf~Te$urSfwTSi}vgnq4xCFsaE&DrW*=h6_KSQ)lrHL8Bxdsd5q{qIY z3CA1=*6Y;!;f1pq025XPZO*w2=zMLDcx)}^=nC@%qMtEV6V5+PaMLLxHU!MzexJO2 zPdRn}cghhU1+zKqsqXQ+_a3-|d!$pZbL*Sl<5`PV2pwG_tG)8(8@~DMxy(hnB(!~D zgr#7U)$DYu_kSrF&ny6J>1z6(G{mK1&&N!J8j*G!_sfijTUfLCj!q!4$^=o3Q?n4}*q@puV(SLYD@p$iqz;_@Y`2&z- zev$X{N^UBWZ-c8tF7|a|4bQP9>b+;$u4I^RYouW!BbV9kLU)xFi_?iez>0Z@<02?X zR@9OB2P+tc06B|l;HSVD&wWX*v|G11YX=xWJ5~Sagf!g*-uB9XMOB0yu4g&IFiI## z=nyHQHT^=p|F=T1(hdCEJZm?hmb#_>r)&OX;i%M{2%A0(rX;zS-D0ljn+P9(K=4t; z2@t^|Kqte-a1fo$8nr6y&#F!8ZoL_jTq7T1Rtu4iqh)j0=5gn)d#U0Gbr64>8#7tj zspVE*G!O;Gawr$Cag7C^pxTyq78e(-u=v2cZG^g{=pIv;;`If&h6!lu!2|=fXXqzV z8J@sfdOPg4x^dL|Tf;4W?2kG%41uDpq@f5-@cCGi_)l^~;v z58hwD-kvpg=tgR}gUr__{~9U0D8Kj@8T&Y~su$hpBzk0&TZ|M|km1sUB3E!M(4NIU z#L}FvKtqYw()OYv9Rlbg(;4*@snK)$xcazM|JI2FeN(iOhB=MB3a*VOx*> z4DZIIkc$_IAS5{$1XLu+SY)6Obag#k_?z)Gx|*VOdu+?D7I+oHIkvbJlFU~PM)c|x z&C&`9R~N46PcwLoT2W#50D!N*0pGN7qSk)i&w6A=ZTh;+huD66uAOQYx9YYiMQ&_Q zKfOl`wx?RNs%)l%0jdF-#)%wyBK2zllcS{fA;cv0a+4~keD#=OYR^4!9AlJ9r{TKC+uRO_|vM+ev9*mf0A-29LsvZUjmN zV@MfCA3`b^hHgNE;W5`~{-&|zXy~{z$6+fV(PBxDwnpSwZIKC>02bFKCj6=xK1-t; z#~Oq{zh7epWZB2f$quYuG~aw?O@;_#v*FQ*xm1tOL+C!;ML<%m;Z{?Mu_=!6Czr zck;xHX`1p$3QFv=s9_-8lhy*MsiHfYG`FTm5k}x*Df0`!Z5G zkMb&-fhAi=N;=~@|EZVOH4L$;z~gn8StJ;z>x=pO;l6GA3AElB^hW@rT<+H1Yo=({ zaTf{^u1K0muTia*SeARfQ}08tvJLOFDHVQn+2{mJ@Fue-g^fHo1<(L^cjbN!-8#%! zK&v{_-D}?EMTW^}94T(sAArI?9G!O5T50r56;j~lzTa1#3rTOt%ymeds<{t?9BS-9 zJFV2=1~d`$GaN|Gj5=F~*-Yf%cV85)*%G?G6^SN#GgGa%9R+zU6bHj`x?#9C;mKvs zG&bq?G#wYmJLh)YMc%v2zYvza@vlL}wO^-MhV+0?f~OI@2lZJwPi-;#O`b9_VfQqh z&-EojxpkM^Ewm|B_aSCi{;gheDHh2k^eotkX#MA-bKt^)IQhKaa)R#!7_kW9?gAb2 zuv0Yr4w*rSfk7OJ%MoyWyqwf_Pj7M}pfge~eiXRfXy$MDS1)2k&TGK*dti3qEACLC z8t=E2lN7oZ`hE9OlX`m;lXrFDT1fe@Q#}r?z0u*lpCfl?=U2A6;P=-NbG99qiqKVp;OTGw^wGz@ts&&CurwrcN6)HuWe-n zSvm89*I|+e&ReiHV$-LU1*3xIAl%#BOID(ZNV01%!-k{-Xxvl9|?s0 z!SfY%w^7k?U@bnpSdEG~$7W=lmeR)A7ZesXQCP(K^$`M9N%kcDKhCpj7Umh#Pp_AY z)Hmvp*MYN`Ut1jTI@*_Q+pWWw>{EkNs7H3$0{NExPjXm8%Wf35m-pI9T}Z}`d;3@( zF>T1&*eVDeuHP$=+d%R2U|r21CvJX-4K!-JTk6z@-jl{JwqdupXp_BKGmtx0?x-*` zyNnCnOqf(gK?zb{_E+4In5*3%PBr0#(L+rU^_UB^&r9Z)7ONDA#zH04MjGPCRok*Z z1M$pv0#qNMam`uYi1HY}6{%QNyee}qhdeAqANy;t_$nx%EuOH)pSISaEa?a@4Al+~ z-;{}d_d6lbKtfn#ln7C*8OnMHtodEk9nWCcXL|;b8K&BBwFKH2Z_q2TYx4ArEEp8hWgEFYqut_E((qd7=?H z?Uv;~k}p%f#gWQ%eP}ssG2%fK1gUH?Q~N z@*^)RwkjQ;BClr@@kT+IRij5Xzj}0D+XO+}yEdxL;7T_x9+dQfXZ)+rHhWJ#^$e%C zo^PdVNBCJBeqY{5cc+UhGk*$X)AJB6gaWChIMFA~m-G|35QN116lN6>g?G)TZZfXC zU7s6NQmZTF^1%ZnY)ummdC-sX58;d#Y6l4@ z(n);P{bF+ySA0>P_9nJ7L@EGntt?m_`i7lKPqX1cq=(kwfgKO+mhNSz5q;7#RUWlW zUX+g31vHDhX-6liKWdpVNH{$*pzIrKc9fk!1kM7uSQSHZ9-EEJY;HAzGXh(i)M3e# zPu(A5lQ#|VGOLj8@rqJ3EEl1Fd_Ej0WaLgzv{+d+7|R}0VbDW|gLywC;LEM436KKi ztowHgNc%HmV$n`R9P1d*rL}2+D2~AN8kZoEwabsa${Nrvg-0^R(?KDZ-RhtNtQ#!6 zbgSuTRPu108dri}1KL!s>!th2()N}%K2Mj+)01Nwl;Bnzn^8_vt(mX4%25(_0Pq_i zf;tO9I_$^sJp}5?8ePJpfirvs6AlVuZNn-Y+_>0eXsf5e#(2A$S!_Gan(r#0g1NH) z9-v~in-44OM;-$*pqg%x03WhnU;F{zhZQsUcd3g1+E%aO%<`t*mw(>*6#hj@?P=dz z^iH$NWZLn$(7G|WHArZZhK!yR#?@3d5Thisqx64GGA zK#oe!aMaofGgt-Twpy!Nqp`E=V`OShE>2~}g2TmVzrC83_*3dGsE}V{GudbiUQEOV z07v2SZspgS$gapv0qE+V+Xhk8oMU{AykJjBJ|B4B(gd5JnM zCp&qX^!VEEDL|fzEBDgRY?HT?>{sTPH7dm@7ybqk1AjW~463&4Ot{Se3}T1PB-`#< zULXqa8dGjG=!XX!>0E{2kns7AQ;`>&fCP>apBmBdc_pE6ZP{Flub}4zOwy`5t z1x-uf?Acyu6=bf62rvtbM&TpePM2kI5+(^Mh7iXfN_?B;=1$h!&yR7PRc~#^jX~cB zkE!@cE*MmZ!g!7X6wN>*8(hlPb$iJ;Us6}^sXrY?2xC`3_xYA>YEX{9@@*C?RCFCL zyTBLR?eE7W8D7r6Hrjefn6Q~S_#9v9d>z?&`-VQAKK}KW zoo=JId%`gPUxgy=vhb3=DK6|+e0A{=kp4T%h2bZnK*7@#>WU!+Rzi{6carifF0-E< zK=6K8zN+~Ar4+24m{NAgml{wTzV^kaTV7=s4-HrDx0Hh1)GKLy{fD>Ml*68$YyIYZ z-~T8-WRSjMkiIo9wSOi`V`(R>@!gF*D!V!{Diz+Xy3I1~Ubc%c2KDsVBBFNzL znDB6IVycm=zt13T-|vOZ#&bBaO_BzP!D z&?vz_K_LTvl)CT4@5j3j{M;%OM^f!obvPQ!zNDcm*8q(W36`DodOSZF{|dZ?h_iF= zygQvR-TG~WwZLe{nb<)>~s_|BN9in+L(LlYR2M3+KgU8F%>1Z(8WhSRfu zCoLBWVu_>wB`AU>Zwyc%={0kARL|5@Z6r@LayT9#7}r;MRL9HTa6-e2^ya?r z8-Kpr=_;C@PM24eK{H~F8m!jXNJ-uJawF&$@g1ErUD;RiDZc#&(0chkM0ZsL4V@mV zuQK#@c8Me+Vi}6|h+%4%<1?Re&cBDtvz3>~wGpS|(HzK;cHr>&ymao}W;19r``+`q zSW9k`vjDm|wRL!Jt-|h;HqQx#5`i*K77HRz{J|V;*$Q&sryUBq}aNcl}pPVQy*e_g@3x zm5EndZo}9%P=JslL#p-RyxTynAIS7;h8>y=H||G8C8!w(FS*L;-rpljuhUC&kI-D+ zZ!r0Hv28OlpZfay49zLQks9x)>h?I@!V9hTMLmkyuX~*u+z}2KQYG8>=fSLWpwg=%f zE}y5ffs4URiI8IJ>%QgT@!ze2?W8CCT+Ej4V;%@%BUw>nU!Bd{lPr3XMkJ^n;2WC{ zh>j4cO}x@5en<@hj?#O32G^-FfD1w;-Wpd8tO*WtA@UTKE0ECkR#e<&lpY)BdC?hY z(H{#_Q}^TW^D1#I*P8oZ5g0rzA(lcHUiaJJONW zbNps&pI?6)PsL+P)rh!I{Iiqwt*kzJ6e!gt3c(5JKocCzB^|{h;3qZN;e`k`hv>7j zBK26JA&``jMKEb%$5Fi;#2-s)n{%rcD+@)oo`qenyj~AAn#ea?R z@BP@%ZHGNfSr=UOM-L^-dh0K{T49^xwUZQ=sxXKfjC6q1s`1OXb*_u)4w{CyoZ2hT z4G^1c3{fnnnEuc`tdf`tCK(zgRye&OEZCSvWJj#NjeDk1pw+Ui;(S4h`*slGSfpK8 zZHV<#GF>e+g`qZkADT|MSC>bcCf53Oj0jpg!jClEW{U`~?hsW!)52=kTDH+vB2GAw3rNX@aKSXjd5WmV2T?>8f& zR8k-*{%F7mdt-ZCo1HRu$w|_M`k3%=dvGtHW*9NqA7XtqE;8!SB3^(p1Rz61rHPFZ ze0!fqJe*36QgeyEmuHaMbC%6&t13E@OmY`_IWuuk+630-%eJ!pVl*ovsg z!%)Pvd=RZxEq^)2ssTDCM???bkhR1Ja6nckYuAj1h@SIyzRt3iJGKRNFg-p0ApiCg zYilPioCBT5EmpM7g7TcE&V@;iL2R?$4k~N5c#&CWmmw;DieA%{V>-6IYr;#48k2KVh+V?b+~-# zav`@bDFjD4-L8SuI?5Zv*)jOz+(kL`6PJ%b-PYa38#THyIk9E%SU=zQ`izl=rA|^F z!g;@`#zPH+M*XD>!SQWbD`o^iJIP5UZnaXNU@SdS_gri}Y$0MpJBw22xI~9hMX&#hiX+j&s&lThuoUkuj)1 z(*Oo$Uj9xW(bRXXUEH*f+`UxUv1EU-b{P)D0||5lxUE8jCm4EF(ABz{__T1COh3|y zmLBu_MTp<~c97nQTEl8|?kPQ{Z{-q3xK@(xlF)s|*nI^HcEW`!NeGkeRiOq#g*)oX z)s<5|K_H3YsTLZJ7_tQ3hBRuU;Z&?DmxtZj85p!br=hNl73?OxPnx?^KT!pOR@Kng zstN6;7(jrJKHKd9Vf_5Ty3CWvp+W??-xZMMZ>^W3C-=>2)BIi2-+g<9$!#DxIVEf! z`9f`|vY`mo191K3if{levin4FP)XN6*QYtwWa^9M_iAM8*gf9f+f8-B6}c(jhWh_k zq$!aTFtBDWk*3CRvN2Nk&c6w<{^ntELS~erX@1_822BxpCkjWJ3$dCoqO)M>BFyYs zuAUEv%M2%bfZ0a3^&?3VWq-e&Eds>tl#;*rVw;$$zgC7vz*z`3m@6Mr(02$CWWt~H ze_p5Em8>Qh_xk@B)Moj6k7Qm+y|~T`cgfNccTy3)de>&i6~R6$9PBg`nXO*Vt;uFC z;tD6?{4_qTM!T$x7+O3XEew(4o-?arQhECpWYZ}z`9?1*6q!DR6^Q+(C=J{f)r{e) zI81Y=EM6=>nkdoxyFYEz3Hz^Q`X?N9D{TdG7r5q5d?E5VRX!AeY!q`7Ix$#;8GNBY z&x;E!Kj{|Qc5%+Tf@jbt0TkepTqdj)U#QXLM829KxDu!k94g{HUKuEp1~b!G=AgKy zVeCW$E}d=aj3O!KJG_Y<-9T1@I^8$Ss?vRdtF(-$J59boTT+iZELLrXn+pMNy=}4r z0RoTbDaj_WspR}rlA?0vaR$G_xjji?rfkgmypQZu)kss#-B2;57SOKZnyHpX(XA4~ zRkXtht*Dk+5Veem&*#JXH4Z#pwwk;LYBJZ_-}+W@b(hX^HGyEGhFK#gkfSBj_4fFPL$d094Xq5%$&`)bupo*R zQw()#(Fvk^J$be*1QWMU=WrBKC})ts&sN+{cHi4N5KdwnXbdcdowk@U2C0ma(PD;>og!vVx=R%%2UY21(Q_T=>H8yt@^`&_O)-`2Ao`kCvK`2K znA_4Y+0n5T!sxf*JlCPI`So2SKeW#0Gz-TrS>iF0s_rn3?9O?n9fhjIXQiLjrt488 zIyzuo$(?%8oLXHJEbi<${~H1B)-m?4Cu(a^)+_dTd!1=C1`~fqtL~$ixf%W8eqM^@gL{ zC#Q>*&4HhLNovz&PBAM>s9L$@UL_alx)S#<k zh*OzBKh2KYd&k62Uh9Xt(nA3@%Z)OH<0^r#wL1j}3TJa<59j>lr8pE+?g*2C?m=S+ zW@~PAY=QvHYW-9m5SrjD0>k(IAl`z04J`m=5pmjnw{N(yi=M|FI?;!V-rR=GWhaGB zJ#`m^bpxRbQx%3s&l*yVA7cgJieju#a#zN(d!@sD*^n>5<-LxEZmoybj~Hu2d?~g{ zKsoN>8dNjw0sPq`KdK;vF635uj3{hl1_Phgb!WB&{5kNaRI9dYJ8j)Y&&%ihk(@}! z(H>umnu$E1nlH(>aHq8R|99tj%CM?=u`p6vV9vvpM~D)8X-Cyy^w8L8@Kt)$IYBu484Yj$zvQo7wJZ(KvlDk?Q5V?5(PfSkVhIIyx!9__b?aGxADc`?sEEsiM5R z{@|hNp|Qs6s@(0@am_C5vF&IM2{?x;yJcUM|FA4W zZyVmUKMiQ(NANu8!iQsAO7~B(U<9#!ZK67T)S2TTD^A<|yuP4B69^NHEkk5io|9(i z+OM}_2`PV261h!CP6hm>xX`os=0Yg$LWWUm<|-b#gL4rcBsbb_Jm9Wvxf`yb9u}dG zP3+l#LI1Y0xE3iC;n1D}7P3K4b- zP0PFE$>r7VDT&3!bno2Ge)rqE_+DRstDF%vD$1fyiL>F?BC(R*3HdX>{TMrCGKCL< z$-=Cu{N65FPRzLV%WBvb=SD_Z!d&anxy>?N*-QjTYZ!(+O)ENDv=93Qw<@}69&5L= z>D%w^AH^E>rw-qSmdWu`jdLYe9W29a^*t+n6n~)XzY6HvhsMbvF!I7&Itj?Z>Vr6` ziX8sh-RXO(2+AcpoAEHnRe?vZh4r`S5qo5 z^3R9KT4oIszI87QgM1wW6H5jUqV}ZX^?TnVJUY)#>^T^tyPZWSe9D#X!I95#l(If3 zth5qZN_PsRDcVZei0neIPBm`%oWfJ*sXMhtPdE4R<&yv5e|l%f&%mSoI2#bBN}z|m z_3#>qW_tNU67@QjTFVo_S=i!^_m&_{?;yJ}0&!0!2D5e=1N5LN3%6WNnn4v9 z;>;KSJt~X6X+dR7f?=)Vj8r<8gsrsuS!+i^tA6?;->{t+*VeP7 zugY>(-SXK~Pi2X{5gimL64b2dC}9J%ZkYOM{rtEY_cngnaanVw{iP-iLjH-Y11%lh zk4%hZNp~5e&qE*W)v#!OW)43uX6eDf(e+$56dba|VAkg^T#Fki;w7*NXFTX-iQO8r zJ!}PQ61~k7j{8JL{G%CoqLbgw-MG5LV3wO~&7_PsZ}e1R!qMilCsrZJ?WP`)Cx$1CF$V4k4kgepIi8Nc7rj=X3d z1sxDbKZ`gOs7oMJ$w*>QMI9Z9?6Njg(GJW|p^NB@bZyo&kB7m&1(h3)6$8z73#hB?&w ztm#X$9Dy zx+z{ehU5k4H=Shdcd_lSH{O2qkbR@w!^!6UJ|t+ZA4JT9M6CTS$`P?p6t%A~}Rki1QZQtHM)R1gF;$>W1nz_(E zXcJOFK@jj3Dut3$9Yz~q#bu8^#tq_1H3`AoMFQW39QdejM-@|*u0;qwS6zM^g<3QP zi&srBLV;;na`hyVs8Qm7FyI9Q6cx>=5`!?XvN1eU8Alro zzrGLT;zRnMm~+M)yOG|{AXO9vM^Ba%X5M0wwp>Oc*?1q19*OtEK@(F{!LESJfZ{Wesk18$v0D6R$%FhnLYn?bCON4la~h}! z<)s8d(E-Qt5#rYYg89=J+d)jsQui_l#2X!ln}Y7*i}*@Qvh|wJ4aNVI_U+C+gXC(y zRT&`9^f~m7)~2LiSEF%xXl}RgZDn(hWAXI%L28Amnyl}`_A2_aYsM;-4yUrjm#vO> zWu<)0nXd24fqtIi)m(W&vJE!3@1grkzT*|4Ru?ILp%L_w0DeCgBapiSbqjs(KSVOZ zdG!i@jqI<(U@onT-(IX;_c(?2_w|I$bW?tQ!@add760|l_t-Mm3Jf{0$V3)AV5C zj-lmNqOVB6|0?UYcX9^kq!+b#y~|3W+|?R#-fTxgago%qvN6gV(2!t|Z(}mcuBGaP z^?3c;U`qUk0&8|6F8scJ^*PaE!p3PN@yfQSNXaj_b?#u5tdW{?{sv<2KT%*tp|tqR z&TtCDV5)=Tf?(6kY*za{wXGiIY(2lvtrp`&SR{$ylqr?Uu~O2~&=mgC`4Np3_cn@I zsbHw49md*C89kGlMw!j!nRKV-nB+Y;u)_}|7OEA-mSWXdzeczEGyBu^BnhS>Bm<{^ zDdbO^(@}p(%IQo(TRpRn)G|-)uET9oddOBgUn-h_vFDV_^5C6Af1SC*b#Htrwad}d z*7IT1DfhmJ9sm7yJk*xf^X3O`!;x<3WsVd9fm4^hI@Y9;P~PnxMO>-t$5cenlvdm& z`c?d{YzsWQeyna038wYMX%}+_Zh-69_6*g4A*&%LTxlpsrbV62&?GfVjiw&kPC5(^ zj+_5r{4L{=%dW#-$5}>=q~`~b?7US8)V4UgKtDJNpi0VC#H_n>wjr3Ah6-(i%4)f* z>L93x1=n<#jB42xodYF`CV-jW8BATNaZCNjyHRu^T{zhD^Ae_ZeSFqejOYUHpmN#@Hv3KHtg zVs%lRg-&+nT60#%+@U>_0cE9@fynXa7iatq&itmY>y5OJ4guGV=&N=QSGX!Up6;4d zr-YaOol;Z$h|eOWvu8tr^v|I5H1B(GXfAVHr=4Ri#2>Xn8Ub{^-s%p@{LC_W3up|j zbM`o+>*DCvM7bzp7YX3*gW<@!K2@S*93>SRX&!UChj>itImD$56(9q#^{@sBUnTyULERKCFH^U zHK#ZlY>kz#+G>v0cs6r%1wK~U{z1UnHTk-Ib>w~#e?TO<<7nyjLW21wxl3)R!VtU< z{!1t#lsmu~A_gw(M)?-^dl7%5BF)9i5zKChTaR@%LJgcrttK2%3X!%yU<7L*4B( zXrvyo=SFzIX?gAG-~iu2xVB5@oklp8$0_rVlY;I=A3gUc2nO)G33$k!*7BY98#v`tPkX`|4HQhAFt}y7vnX< z*X?&$I}Uoobhn(EE3sOf zz+?a0yx(;@PIJ|MM&EZN@G&pollz{l@yRmn7Zb{l_r3ru9bSyP>qE8!qM_s!yed2d zufpsBV=}w#Udy*i3O%A5Nx*+pxC@>W*CF#l1EO>K;nDFUku|mrn$Yc_y-0?Ms6dMV zfi00r=uCM}S<5WUzzenJzjw@VNVG-4{o$_Qn&+XSOX#qUGTiXPwVt=lQA!ot2Qo)xi00Kv{5A@;sGDq2DVmH`_NJ@(^-|_#h9pmubejV zpAF@%^T{-sdM3P_lIt5LlwY{%asg{yTeqOa#hED?Eg3#_69qO*&*PW;g58c^<5o-F zR#Pt<$!=Pwe>(2IdTbrgdIee^Uy#2XHY z0j)BU5)CS}=ZI@kX8@`9+~9XgPeM%cm_mk5g=FBH1k1tBZYV#`h;xB14=mX->N;Cn zhKi&uuKeRg#uxgCRc9)A&0b&&&OtVzFtt!O*z_1;Z>a6hSW$ zb(UoE=tS%CzrmzC0nZYpnPZ6AlbqwXXkn$h$0LbTHwe@VXNzbY^4G~ue>nE-!-Y&L z>n|vDHKNDJRuGlUsiU*KIDI6!`}X*sBw_`@Du>y3+#CKK=t1~k zrRQ6X;*D!pb#|dVxF|l%F-`AW>+bA0wi6uk55-4tTKbFKpg)Rgm8;(AQcsltm|No3 z9%aB(H}x+zZ`e3;ldsC;be^C2?$ArYr+sVU6zv6xWTjyYPcSa{YDF-ss02sHin>Gt ztRP@pQz~X-u^ZB(GOs9*nK#AQhI&UZhDJzQ_UTKj4=)kRZqw$dq%C@=yw*8=x=oyF zRk*1bWh&LIa+##5hR8Jo3D@|6rd4Bs=3k-B9BG{1w`*tw6=U&9M^&aFiEt$aK>w3F zUX|&ml{qmn;wjk00|o{_2UdxaXpisd@3)SvFWY6cjtV)|ix=a#LUZCPjxYijMIrLe z5`hE}(^y{)UML}d-l)N}Iu)ASq;yaoY!UQqAv7Ax6BmOC7%~x=JxCpSRbFiTtGVga z;qTaCD(TVu$d8pdvh4`d=AoX`XSap?jofoYvWr8Y6<1>w93^n*`wjylul95{SYuW^ zFcZVEX-*=uR(@A%s57{Tu6D)W#1l)uUdLGRv^kR*w6aH~*Y75Fa(`C?E^vLlj6vb+ zOkL!S$lcLZtoT^BnLtljMz$v{Rn*UzeazFb;v4oqq2pBf1HMMq#=D;+-(m$8M#(?-hzAs69dbzasLd7Pfkw zegJfz-6sOax<0L|)}Y$Cp8F0&enUT#(eV3sWs(&xh=9kZRl$WSRdWtnV@Yf^MXt;M zdmB|QMAsg?CFSk4MZ3QZ?^?6#?MfAJ~f#gPZxRuvX$vxHeqCHroC zm-ovoZ#oz0H5)s-S@@lr#|&Pk&w+a;R*Hj(t*0ke6+u(ItVdm)pO@F%ZCQg5yF^f^ zqaY>S25tkXpc^c*J8FJCR94+4`-bUx+74ma8XaSlbN7m%dRX$lkN?L1Z0r}|aOU#_9USZ(Up`%FvG?SR)ZRGXf%0$v3O6-b8!2av zmrU;Q4&$kWRw?$#sFzffx!@PvArMPJN<6_b2oPCjiD8l5Q;0}k-14_D`krdfFvn)# zs2@~?^JOOf;Gw!MA?Il+=xLho?SE+47#>~L)_eB%n=-WB_{XZT9ybryI%(!||3U{` zrRu%RKDbqT3oykm3!Nav>)v>OkDSf1n?aW`hlGf{YnB8-xQcNbq&RbYOOpY_IA<2l zA2cGq^UQ9|Jr#@3c+_&@i#7__TBH6X|BC-yhDpgkN2DLq3<4p#Eg` zUkvCE01yxGevTX@_?r*$lBPJUIdM^DYpQxzmr8@^ z5sr8VYEIsd=zGaPnI=zxmKk3sbI@e|HdN zVk>b_0d7^=GfFdY&?9}j5tt=pu1teyf9`h!UbOfT3=wW$UB^BPuXwR;YpSmYpz^?!%HsT~3m6qegy3BYf1&l;Ho`WcP;qW!XFKGNW-g zANIbl_q4JYu=G4FJ+;SsHh+G_Mk^nR(>^mUu=!h=pU=6UZ7sfsn@`U{I+X8^z8^0- zgeurB=Zgn7zZW-;gSeSboyR@4tL#UI4PCaOHuruGi}SR!h7@#YO#Bdh*90B!kIYjR(6~2kkIF>v!9jy2RsuF;`tl#|MXBlScpEyiUcP z3s4P&q4#DqW)8z(Fb`QpqP6iTZJbc-Bv!2gn<4ZS!#rGiF2ausMWc=xaR3x9mHeSu z$>IV@Lu?QgboIbEkwO-z15H{AGxpC=B-03-A-xkx>J%(MJnr&+z*XTq+usj9EeAfq zY$4j=sk1|&qy@x&m5nq=Vq~0y2XuYkhRby-LESV~-R%x+MNXshBw^MVJ_H{m-(AiH z9mfDcT7o~KWp6<)HCrP!wWH86-p6o#CKdu|D345f^8|b(2#STeAAKlf(gI`@ zgMAS&{prpUaV45$5NAc5gF6uQUMepT62z-`1pn11OV48=nkpzV3yqKzc6&t z61HmA>%JqH>uKKSPRv$zRnD4vtUdA8s2v!pk}03fi%759Zg$Pe?RtyBViCWFrNUx{ z?$<3L)m1N=h=(aV(aF3FisOFx_bBZ^KzpADE#@dPy@;u{oTHe|jir1w`M%~lc8cq? zX5LP@Z&SI&!D~|+{E=G4EXo`H3Pnr^)TtGajKvyM7KS8h7D9HELYv8|0b)A4l=BUn zWbjGW+Rln==lHbUtrs&I21+`XE<%`>%1h?Q-t(Qy4Omd;!jZK_`Jo>ezFoLx#6`D% zm;crGW~7a2m;M?_lkjWH$t*4xfOfRK6!;95)qY>#h#=9;xAAdJw$ImLEvo5dIySBz zd9^o@`6?_)PrP8@#i-#|p&Ao&BYpd?L&lB4;Fs>?^Wpb7=GU#^(QC5^u<&j%?YEuH!+ltY566Br6eQ4qv5zUilg#enadPSJR~le`Tp&ee=hINF=-)+(J5Xn`ii{p ziICXy zpI7D0ftElBvXEiT$rIt)Z-w8BzfJ%-0Ow#3^)-=P5=)qH_fZ$CZ#UZ&qTopPqGD61 zyR$lsupXxnLj_tQAqg?^jz7S9WfI{n1!Fk@N+wjz25H^)LetqC+*aa_%H&3ThtJNn zm;9|y&;36{ZE=M37Pr-3n`JZ8(yIeJi%u4=7aMOU8gga|Dh7Z81=lrav$;{j$+(Hx zwalC>IMOjfDml%7Ff9-M-){ms{bPo|bh~{T)bSBw<`Q55Or5E{W0b$1Q-vxVm*qoE zJf!MPA|1|`6G^Dhe~nJ26InSa?FV{&+pJ4Aa?9gUw-aj~&g znCe}9Xg|TKfC9!9C5RU$q8^*Hk@9Yn!gv^mItp@$`cyzi6bz@_1(Oj+i;-76R7#-y zaU4}U*FdGiG%G}BYp#80aaF|IUcqEH(|o#rUIsS7{d%s}cB-1po9*0W^{Z%Q;`$O@CfrFbyF|R2Mur}#~Tq7PO(jJk6?=ZQ|M9j~1 zSG<;|ibnaFzwaN$iiVj#{O-e^x>Obp5C@6y3bBoM=fZ2?JU*B2Q{~-a|LJ2BTK%i<7%^;oaDM0{X;Xn%z+Rv zIH-lOixN9$$yB&U&exPE7X6aXvzcN?rT$sy(9P$wnwH|f#ukjxdmG9RmPo zT9gLpk_M1Gv?d~D*OLkhkYUBrl7vOq%oYVVSzoR8HlLIjwhV>Z;e7iZeUQ%;SE;oZ zy%{Oo#XNj|*E^ii%Qm~+aF3%O<6XPkjy>XL zDD`m}WJ`4Y-8%jMbCmyE-Bj6L#WqGJ%F^*fk~Z{b@Y`+P_fy%;PM7j2n!UAZLS1<| zgmA62zW37{<(uYdpIEKUxV7d->NX?47xuOI2S1a0#GEk*OEYFs%yOu^pd!pUnDTuw zi6ffVaBVa}jJ2yG6#)uTeBA3W1x+GKYPfJP2yGrVoymQom$uq4qS_P#Er+_OUOaKP zN}61GFiyZ&tz$!27g%l{Qc6M^h1-}o= zg(6Zyq-}=j^t^k;ZajgOn;J-RhAs-Kk zHxmC6rIs){rXT@2i%7E^!w@}MOE_7$1sYWh1w4`m5Rx2&v3gB@j?f87k+BF499Yz} zB9Y)Z#qZl6yI6EL{l;8p<2Uj#G=yIDk8D| zhfgCQFGf)%BlYca=CE(gn5NC?8N0e(pQ!*^lYK*$^3$~j<+1Kap4;Dwv#-VH95qwv zFZ~Ly5?7}`A1NbQeYV)T3){ccf+)AhIz5LLQiNWCV}GZyW;r*ldMCkBTK(yL`$zHS zFf|w#%{XpPIIwmArREl9E%F0gxAOz6X`Yx+;%HJ-#1I_1Ua1n7IE`c@V{1ds#WT+o9RBe++~BZEAMlcOQ{s4?d^iJstX~5k={D~i-sH{ zoe`YP3xLifYBs>dx&2>qOENX?>@}>rN1Oc=soMpL;*X?q4sx9=q0Phs`y+Dn8O9 zv;iIUMfqHHL5${fMKZ?ea&qZQBal-*Oe86f5Wf48o>33O?-A^ET^n0jAIUEs#$VXE z?e|UxKnDL-FDt4_XZ6^(M!5L-pb&w65}3swFg@jTO-}K$rxMOfvQ4G&0H*sR0Le@F zCThPgkkqm+8?JyG^(Kc?SJ#{nPF}KIJYKkD4HRqIl39~apoO%q?nR4{^NMr$%fspJ z`!>2B32Gu~>^|cnp{WYX{SScxDIn>t~2la zac81xe3;Gp7lq9&>rCFAZVBexOF_Lij)4;&$}7>Gvt;M+-)ylASN z3s)uH&Lb|nx~z?s%#Ib5ZM0u)q-ylohO(~*iX{h1J_mIb=r>vlSGlxm5CYYj?DeVj+b_p_y+I@M8syVbQLHp8OD{{~1_E-kje24fm*TY+HY5m`fie zk6IEd$J_VRHu2Uo?bkFU@5m0CO>*-g=b3qv9pp4v#GrkOPe0&i3@f?~9Pl;dm&A7HbP1Qs&EfDfJdgzzSB~Fcu}5SbVpX8N z^EBq2%8cB2M*;`V5PjsIaX%1*ItLPyN05;YKtljw7b8Ak*gyHqCO_Mux1rVd�GL zJ{m=4`1MG#Gq19$>uS38tc_={wlN1;%d__C?LHxH&et_n!DJhFsiZ}FZMVMJ!;-@Z zMocZP8LZ9R?$BOH6gQrv5bbn+R42U`~(1y;+M1 zR25|S0Wp{>8W<@>7hT8tvRookYaAuyOH&CIko1_M=0D@*lQgZWI!7#rcpM8`l84E{`h}G5M|GktH_~aXD4>q|ykC?}Sxpi7-Q09s zj$&?d9F+<)MaiI(MIeaT5r#mN*iSk;ER-DDi#CMsZ+J=GV&c!WdwuVq(@Vm6Jf8Uv ze4uT&b$fbjCrDKAEBoy{TotlJja_4{`%L$D!%Gm{=O-w^lK5hd+SKQtSm%bhAOy( za%={jU6%ss_P?%;;$WIs*a7B zwPH-5qM7*>NM8yu!MjS_S;XNRw2zpv-gQi22@`;WvU zD&Z39rPs-3EDFRK`z+pROD0r6k&Boc6_IBG|bF_FrwUH=$5c`Rn(9!MCLAZ4{Gk_fZIx58p zW|WjlPvNvzE14a~-l=0zlkAP*pKq64Qi zJfU(d(|E*Hx+~@I$n1?o7wnvWIELlHNSKCV`DVluBrq*{;B~j%&G2!YBp*83TXw0;ru3H&$%mz9$LhdimxAz~hf0&qzZ zU|&P56t1ajlO5k$*2W2Q;iz-5~7B@jaJXEqe>KJ~#A9EBVoE6_ z4L-%!N~eZXVkY2L&Z!2(qdRbRARp_&Y!nu79U(L7ecs9Q%+eBJ$!i{Km^CNDMjvQ@ zZ1vn9pLe!)+6Tu!;;#MdZoS}F`OXpnZM2~ zaOOu%0fK~Sy#tPrOvPs_gZP%CX%o$OU%a_1R*)J*P|(xctw=HkapKdue|~QRZe@P7 z(@MA@wOBZ0ewi^Lnh_}!GvT^R2SS1fvy&`qUSgB)dYt7JPCKR<^L}VM?1us%NY}Xu_OB2{P|r(wcVdfv5-P1(PVY^9wjEdqw>9h( z$&l;o^>I0|-A}_NjM_F~2bDT(0MJS}*}xp~fDDx*2)lA%FsX`=1&A@6I-<+!akTkj zJvlJkV2AYJ%!qg+#R7&2QrdRIl^~5;`vT1g{w-S!{2X>mG+q&a$?8b?Bp3z9fK!@Q zXr`PCfTAGne)$C~Q%ACSivep+-4Wz)Q3;K#Anp&uqr{UO8^iUnphF-5^W++4oBR@7 z=Q84S`U|BPfRzSM&RZ+De#zay zgrGywX7W|)8zbvi z!0nNxk&9{l2QXE#XIhoaX)>Nr21h!s9xuoQe6&*#WDE0~669(n_2c94`SHwT5qN}^ z8~c-nJd#)q2-s4f(xgeib>@CRz;U1uE67iu-P;Ov5=kc$=$K4_)k8Rj$}S)pgy ze>5|*dri6iT_?8St44*j{C@vAbeozdx?_>NeDv zYi)J51L`z=XEtv0M#5;S83@1adl4)GcT;+t)Hz&;)~vmk z6wg9hr89ReC3eC71&R@t*_dX`4lNu0`NYH&&O|~%BgmOSWN23l3LaU{rn?+OK!Zp+ z1mMIP<|v2m%NtJzMb2o?fXTe>EIr;oJ*`t?DVH5Va#TSvuIl`bt?>oBRuMH;h zuuK@;IREXJ>F6UEXg4?g3XUu+^XUGlt3+>W*&VCJmt>Z}<(n=LQQlQxu3$!0Wq zjt}Rrs47=nw5)(F7fzUqJ=AfMClbhAuv~vt)}V(4YZST-*;?g;(h$F`WYrhhqVD z%-H2kWiJHMi!4<>cuk0I!1)Rc%yxHxzM#%09@2wYC4uupGEHwN6d+(g`W@=C1|kTA zjcTt(y^Z95U#3NaCa=wWefdxo^%ePHeY59A^JbEGIeten(#U#OTrO>03g-tin@=ce z)(kfdz>NM0#3up_fK+qx0g1uaE?EUi7>6>)&?{4$HpkD&DC454qW-)0UWWzee5F>6 zLdGCVDJ=rv{Ml$RcHo3V>vBIBndmeLo^nj1l~oHy6(mBSDh)>)NYXPj&u~-Q%g8)0 zEWPZ|$s@fO>qh&d36eskm~*263iCxs<&IJKMv#mjxj(1iymr2+g_>@h2@vE@^D1F1 zhpseV&q-$3eC~w>AzSV*BXp*s3*@Al+z3YIJGmw-GY`;@AQVUGTxL3z`bILDNGfd+ zqeMH6Xdk*D-A@mPK`2ejiBV~E!(%>@4W0XgQ~Fq3a%%s8YZX(QN~Ptxo9gj<@HOcy z{l!%*x95Qk#jj8gc9Oh~iIYwKO+HO{DsM55$Jm*7$n0=KGfcri2*!8>rsREc;(Bao zkc{9+rWMf9?i46PoD7cobO0);70OmJRnfRd)`uK(; z>hd!9pr!O)T7!54cWT~_>vjTNZL|JPS9<0Mq-w%tH${tBmzME0DRx3^f$qVLh+C*$|KDx`7(Sx=b{#!uuf^JHP4w1 zFM`4+t$RNe9kG|M=98kBLk-Hq<(-X7tIH+O6J|6p8H&%5tS&BXKT7+l0>M#% z-o)ta8X1i3$pSfGBAoUhI&%NWWpgMNx%^#M#Al1o_`xEG2Kpr$MUJuvvVF$X+H#E* z%{OY^HrDvuntMT#l4^m2S;kx?n#&WU@bz84l`}o|%e*`XKZ^UIwr%ua`Kg0-Bl zVE#NJf5hFwPad}a+KgQFYgM!w1tx$f_z181|J_|5i4K8p=GEMeUOfB^_OiM`z2-&>;~f{ zCbv5lV?L&a=?f+=7Sh1K9&K-Ck&SAIuvF>dOjp;NdQa-qj^Fc{0Bm^MzJM2K2!g+k2{C* zZbo7kx!cz8mY&ArVCWF`yaKbo;!N?%@E8rA_S*mgj7@lc7HxhnKed(;i)h%18Fm&T#3e|7}PQl zXyW+dM>y%l=h{F2-EbjaiouJ$Be}J+#S#;k#(71SDiRZ6prte;4`|(E!sjT&H!+wPpklKp*eOO zCM!EdL~@6^yMiHZErFhguk&?Z8CA`4wZZCeFoCerUFa+sPUt|N)SG`_Zoum~9!D~# zujXsaq@gV=7%>^>x2*<|Z%$6P_$uD|MaGaZw@YVj4hcuRWR-3$Wilr%KMlIHy&}Pb zG>33Uuq}e8C)31%C!7PnXL$?qT@-L!pd=@Sw1ZI8A`&A@uqY;IniLvJiV35+N$}r) zJ~heb?R|Pb_p+hl)H9s*<3Lf7O6y*SU|;wijzTz`C8yTeou3);-?OZwD2P@qP;i7- zTqpra>Q?*St-#;tZ9Qd5_IB(5rh6J#+52Y@(ZB!;rW-(~G|MnJ1G8w&d<_6Jm`aG^92r z-Uu!A=x;r5g7*DgwU(vNOM?Md#9zBmwOV!tEt+9Fj-r%kB6r25{ z+SXw`5Ty6I`MJi8;)?P#esao+eHW-FZuzbKcQ$45e}AYf&_m5C57Vd&nrv5&ET9kD zg}3yjvyu)RyP9^EE!BVUKX>pWZrYq)#Axoq32$Y06 z9&xY}?4~3gnRD13u-=1n0PiCfcOq__(~QZtsEi?;8C2P}Ym7PoHZ*Yafak(96Dj0u z1$B5^0Ny-i1_y-VNbOqlS3}6R{Af%hZCjfspXOse6;x0`WbmrdgtU2Q;eHCa*Ru9?$|n zXhI4H+OO9e0%t=Ez7FIm$Rs<~AHWAQY3{c2n%B2!tEE>x6lJ27aXrhC_qFbcYXd|F zUFL_TL35Hl@bksvF)n*bUez9TJ^R$yt$A~mN%w|b&0L7%DUxELBS{HLE93TeYcyF^ zP^3@>&;pq}bYvQsmoR+3`hC78%^|C!1yp2T;gZ-aSU~HtZ0nju=+*2ok$IXK^6m&w z4-EmMYY2yb5A83CG-2Di4+iBXe5sJ+%^xCUJlsb=CjubB-T~RDd@tI`!R$KkFT6ZjG4DgQQysb@3&PdoW0CcDiiH-pT^ohgbVLH(5>L;aR>=+iaO84oEVs&srk81(#R714=n z#sm*``kVLzf8$l+en$4aVRH=U0vHvWPcO}Ozd3t{bB~jqx(7KE(YyP>cvPI2p?AGU zs0iU$b|sm-=~(;wpU%>wS6&%;zcQfQj_{6!4nJTj-0|~najv0 zHM~04<>f(U*sZ?LPd_TK6E5`X#7Qfg4XrgrmyPBl_I=y0I{5Z|V!(`YG$u+y##>Du z8o))|TD)|9v(yRRRdw6m>4CUM-M=ARTDn$Jr{Nu9jpnpN=82VMfvydQ18HG3ZHuLt z;ED)Qg>^KV4g`gW2;tgyNl zrXiAnxD+VH!0c{54I+b%?oFkC$pt)u3g*OoIVC7ai;LO8H&Rm=l`$SDlxah!8WQC~ zx3UZ1E16*MtM%8Eqeo39ia)P$E-7ftaaX_0JJ~{3c90Y*gKihd4aWb$X*kiW;%e~vHe5>1^iFf|pxNnH5eWn!^z%;^-B*X69<7%L??Q;j^dmW+CiYi?hkkb{ znf~wpDQ*DBn|8?JcTwK-kwtC!Bt$R|5EG~@3m`AS$%S!#WPE6;!-h7MX1RW%5(aNP&qDJ65?vFxz-i$Q;p+$i`!(tr z@M097GKc^A-EqskSSp226-nT z7dLy2hZwwX8buT{&`4&aCxgJFqCg@bR~Hp37({DWv?sG9XMp%LeCsDhMoxZkcxKkp z#GZisJ|!kW3d<6X*V}o!438o1lsn&aQ_xoyDm4QHbOLahbj8`;wzRJfkSj>xMIm z$s_~{03ilgjppx@U2L<9q~`!koOiO86snV$dN#QVih0a+Su6Y&$253Wc>Vb6^r-nI z_LVVOJ{^z?X<<@RnE=`gU-fUTUqp-a0NVr=ClAayIg_X-^ul<3Vf*Q?;CB!WP=Yfq ziP$VhAYLsYEqU(#N+BdqJcs!t>{Xf6C2kmVS}CeddLfj~U?>z<>AX~3r*M&aw_i8W zxC;SbEuxO7JQkcO|GhYxrew{puQ4`OFIy|?ft_Kt)FppomQ>GHvfuY{)0JS6fI$2F zIlu~6X-%c2yadoMLd6v8T80?Z4ux0k!C<|8IDG!T@M`RMI>p>p(^=Clv6*9kGtglZ zk|lr>nqH(X{rzVpglgmXC1tx`5_pS7x;ebBa!K`EPzWaX1AvT8NIEQV{W5-GJ3;I( z9;y-=j)s9C?Gf1k$L+PR{7?m5eKdo~I06{v+w}NAOHfnfN%H{%-HpV(kd9;9zC-ou(dqrk-reRnl#f%}XPum$`TIPZ4em_x3^eY`*&!%j&uPqWwKy}4^i&sy9w9uz2^ z%D4Dlu!_qsf$#VBe*LVw<-)dorwA>~E)a^;>2h@n6!5DN0VQM{kVE)vR~2!K_5tb1 zJ9U5xLE>YT^C)q;?-*zkh}mK4`Zea#yiG&1MN~>41jl(d%nECYswh(t>c{%m$P}I& z?U#`W-VY^i|gi)a})_ybmrHxr4)5i-C2Y3+`I8kng|n)lRT9tXfN%6>R$fXW9W8#gtuxbDEqRK_hU8?ifUS+%K)xqwAP-#5sE!JQeyy|YAbNS=pO(G$?z=X# z#fGg%TZBA0ppYZoKf!W;Tnll)6F&0+0uw-(Ltkm+j&6@6B_)w85Qi$Un4DOerlk`e z0gK#p&m|30j(azR|26N4tiOXY#}nvO0_E9qj=G6BtUHi&&VVHdbPXUpSGV7g#ZFn0 zphdw5D6bXRb=a~rhUW!?iADR{H6Vy+83P`IBjA!^g(j^`zK04TsmVs$_xPGnDI zB(^`}|JqQ$pbHT96C~!ZtmUFqd>zEp*5c+wU$2z&g}%4ACYHh z)bqSM9yryVfA`~a`*YIr3!6}wgQ*fKj06Z`Ibw){Z3vi2h4(jIOn}Hv5VYvQ4oLed zQNPjF{B#xYKhDE{{q*mwET2kGC;8g1s&kgk7*IwmKQ@ZRZ~_wv5-80ZXMx4CgxWOQ zU->=dkci{)M+J042TRaC@puFX9G!egx;q_WOgKyc3-_=N-xe^Ps!DjSv3oM9;RgdX>*~fc8CA)!D;*g7_GCR(CQtrZ<>%vxDz8gnPKHV0a zc8B~+6ma^#{T#nl24&3mffurcDV>Wcp@Qo(xWaW&8c7r64g;Z}0X!RnKKgWLBfGvG z@o;?+*gK31hF~f1RxJb`;2SJWx0}7JV^$h4NY#T2MMsuH!3!EFe*ke<@*I z*HcRayK3{t{|vVr4J61R^*a-0xD(BjKKnKPeA=bLYOH=%)M%fU?j7_Puj4M2$`WT1 zVE7M=%@qIHYTbqC*U@KvcaIY6nsA%&2Y;jYy@#&n^(R${^#v`EBL&ljQ!}#B)Jw7q zv5;+GiT8v^G9o=7$4V{3&4RW7;b$Ziq8)aZibAY1T2HL&d#ebW&#_Qd2t{!LEini$ zxgQ>oZ&WE}G8&NQm9kUREhYMdEQ}S=`KWdfcX?k4t&WI7?wY$96?FM@P-f(qDk#MO zn}eP8b#c`@;vo;9-|RZC!Y7{#7qW1yvxWLvE#2aYd^6v}@$>rFk`12uPjq#fmWK4d z)|&skHkdQspv23!p_P6=-v``ZZ+Sl+qX&I&pXQHysqmkV5o23UE_0_2=R%aTGKT50 zqneOM`2&jax4|aZ2kr#ER4ELu*cD$QoOK8Y!8f~dkq3O+q4w}b;p`7omAtxHZ_^{f z=0BO=r?c|>Ur&P}&?~S2p_Yy9j9}K+NH@W_vj?Vz;Y~77lEh#U;r0rQkaOZhVy?qf zkqaz-yCwEqSJzdUv7Iw#WVe~qXY8PCaSDt&d^{dlmq-DG+zPbb*p8gE?n31#7^?H( z#t)+CwtdYP^-9T#3&WEMWM*jX6C(Jpl4t88TDq$1n8JZ18kDPkC6whV5;_fmesstZ z68WSdb?4^Gpc>?55K<=He2g6j^&wpG@f5)q2<6yxsWS1$3@z~}KL3Wi)^@eG!!oElV zDId_TCz#3YG<=0E&ZgAP{5HmR7V!z@CYL^Vp(8{+p}Jn z^%DqGbIKrH^X@NRFsMSpsbb+unoS3iK5+rEUp*MBm3jHp zQS=#|Ulz>Sx$|-Ndpw;kfDkUp0NH{7nni4jCumgsmImN;*F#boKm)i-GFU&+7>ap3 zeTcW@o12{Mb8}lk}dJ47%QU z-wXlcS3)z8&Hg#}vAcb^d{CayhL{LcAH@+iuurf=gDt+cS5VIs!O>Bca!6gxfA=SnIK0mx;wKLC_!7A-3%k?MHWPG5K7)`1Ho1vz>|w7ay2YknG}{&5-)CX4a8RLAGiF48cJG8ZU~G=(nIb#PJr8Nn&%4JOTjHiIK->T$LOJPnZgbGx9h-%HQxG zOJoxDuA6rrd^NZ^eC8&-ouB@Uj|1=vis@VfuZ33d;wQTkv~*8XUW0-Ub_f5N7=z%KsNM$N`K7YY&p-QU3UQ zrR-cEo+fs>+_dpomX0+JrwOzenqY{7g^9v?7g<2*VJOIiQ1xQG3qwo>?T;ZC7XKpq z(){Fw$Z}b1x_3L=1azGGd|7?OZ1PxbHT*dUiw6~OS1yRUfMhT<`3$1P%D^I}8KS9_ zZc0J8fwc~XDwYO-c_BdHc zxnP%>@&8LQwn{@Im-I-)ob8#@QVEXdp8wk}R%+ad6I?CgBN3a+-T69y_~vz{jR!>5 ztOf-@3{2)f{J5NUEI}beHd856poW2?$$|jmsgfRof`foeWhNG5jYflvxq>h+*N+C< zi~?@3o9j_vxwY{p>2{jy<0_PzOQp2-w6o|ckYl|vwxHP-fKXmr8n8(84qZ5$e4XOA zi?Wp022kuyIpJG?4$i8e0LA(U5>>)?5l)^{#6p>c0`v_f!9c?sge8GYr583{H_Z)J zH}XiXiVOFLCS$!4Z@(mBN#nHJ0URL?n|=0}x>MHdQguvyr;RR0h-=C6b@Tvy7RNva zq}>u-8Q$W=|I(bNevx8dkWSexaQg(9BxZlP7pc;kOw4!`y|p(U=q7t$f)sk-?fACG zXTsHJc!9sA;&Opeg`C9*hES1&EY>1BEzfFq+H!UNJLY+W{LNt3OV_T-fWr6`Tj~G- zHlQQascwEu0$se~z|k-1v40a>sOW9#G%Qyx z9z&I#ifJuJGt77MujO;bn0ST@sufbfije-N;Naspx%hM5uAO)l(USZbtzY}oP}nJt ziDk=U;Otzj_j7H^#pJ`EDLZTyFNL3yFJn7?P3affkrdzg!`TSdGOO>kA30Y7?Dze+Ae@WyPQeKj3f+zc`Sb*c2ImesVZA z7DFX(1{ClTZ=$<_0IOQ-brw2nXoIPa3aYOMyO+tE4i4ZN^Cs;2k7?UO7H~Bfr0j}n zqJ?#%*#5$f6{mV+dwtTYzU4g^@3m!IWpbM=2J@HfBJ!joH2sYSDW@S+x}n#Ku0<@t zD22?Q+*`m@$N!Bp`JgaFYr1YbE9&}xlHXi0(1Nzt`yx(%yYkr2x0GJzegmbLF^ZHt zfRAG|%+eU8MazZesc$(*s|$g`SYzL3ZH^s-Tw)J7W8PEzVeD#u>((8d#qT4tWW>dN z9arr$r~Nw6!03TX;&8EB@jTB7p_Q0Y9G|1prB2q5&Gd*3`Eywz#7pm7IY>sAroR~c zCn0~zS{v9#jz|`xvi!3^(FOQgPZ@nP3vd__N8jx+UI7B{H`{3>?2+nOO~ADojp#%; z*baF536%SX$Kg106&3<-uMJ3rkp1dZp@K@?YP*@^|8liPLF0mEhOUY0qk7=R@8`9H zhFr%Q@i?4HLkx@3FxQ7DFv6Izr~iH5t(^o;>0O%aP9D*`_`Oz3#`#dC5E#a-(SpRm zj1z+(0NF$8gwPn7i@cwIwoSmsC4$$ABmFhVj4W4`87*%IQ6$ApDJ-)imgb5OErYX~ zads8$#U$sKvhv`vbMmfnS{n&gs;Itp&m)7V15vLs-WG-S7;sn95Vn>uJVCWXQO8Ls zY)C^D;w4j+IIGEJi7kpufsvScEs8ZEB_KR%!iANoh6qLr@*NySFx)i^sr9vDL69v` zs#(zB90jm?DlUeI+(HT^dAub(E#|nrb_H)c?WCo~2$x=ZUz6zJd|c1P z{Sv1Ug`63N!)_pk?HjH3#fgVQU={!tgNaW%YQ3-OXRP7d9Mc?BLI8^KyMR z#_o063&sRtl$zJ0--Cl%E3I4f8BSV495 z9bZXPOp&B^BZ)lL!^EpCSd{cQQ2ftljhWq+eLCM|@%ucmGrp@i0%s7R;jm*(9kdk7 z_klb&CqKPOV^bwvBp_z>G%0>%d-P1sq($LO z{%#TWlzU?67Tm#bz@qD~xw;Qm<3bbl#Vq4X81pK<7vQ$A#b|}ghCv05-$D)^H$8Qk ze=zxLU@@d5)tFcORy2(DsAyT{Em=$^OrO8S4DYyrZ(o#8opjbFoCcDlO_|3Ei!l#= zOq&cd3*(G;y+q zKU+S8&6_$o?s3=+k$Q^r#P~>Kf34dxpWoyDh=GYKzfN;iNXYf-HzEO_x8rmGgD8*^ z&eiWmb@}hookD+WWD80cwqoS}PeaSV;?#yDqIY(5p zz1qIe_k)mA=V%E#k3>1Q&?04gs4S1*_FHMc!ffbCKb$L%6sxZBjM3}dM1o-gfB)k| z7u7HYa}{onH$5=Iui+*!dKQOS8Mpoj5A*E`;6WsN9EdH@`A;#OW3Z7*fnk`MwGUJ& zo@yX^U_KyQC_yO{5uq3E?hlQ$8gMdeDHsTbWr%+XNlSXxXv?tSB#ye0?~0h=r*k%; z4gLYL$Hc!=hK~jy!~%iX+Ia)1P7m8R0W-Pp*>u}Pw`M6Esg%$GVu>7f58Q*rlF8t( zzsDQYCT$TUv$j}VKqogmwPZ0mHtG?XUWdQQU38tm-^YeJkr|3qIafBOO;xt%X<`AD zGGo;~WUKgh6Hu0|VJ}jNF6AWL@O=|fi3I94hJajN=AVh%ZWh>Zeu(sFAkDLtLyHYKFwNPAN3&c*%Gm$Ib?F{ z;@{=yL`ufy5E;z%j$x{Z{O3S_RxCs=0>9AcvU-$~H1xq~WO4KhQ(lkRJusTaiF-4k zlU5#giDjCD>kq`+>1bJ0R<^P^lcO)oRXe6y*3j*}``5>Ho>y?T0JtS4Z+1I@ot>Ql zB6k1;bKb2nq+SIkt#Sg4Z(pRHqr{&d82^Q;jQ2{qL0D*mRCV-KgyFTpS4fK@{$yb? zh->*0u7C@lKmBaDtIIv-f9x!Ds`ab>lz#ha{kD&!kgfyX3@!)X?Z@xv5J^jnN*TStJqC3D-OFgx*SyX zQDQ;j7)4%ANtA681NQ#h%h*vV7;$Wk=aG)Xt)Gxx0>RD5=83EtMN#}O2pRNuS65+{ zGxw63@b-mqew(|IMJdoAz5aVYot^G#tDoRK)$feD#-bvd^qqZe53O6Re;Ou1gx zhL7y*jXdMiEbF}Mz{H#PeKC$JQiUb%)S)!+liAWDqppS-s+&B(LDb_%bEY+{kreNp zMiIw>8FuctQW&Ig%^X`qUNN;}#$w4wC3|wU9GMt=Rhuy{JV&Eu^4}{e`3z&)Nw9_b zc^F1gmkKlkbp{@5=j0pUu}p#TDGiV_*}=2isGU@RS6!^hEOR{ z<;lyDQHjH_U6Nobb&~e)u=@Pz&!<_yz0|~fj0`(O0xEjSFuJ7hDtj8)bt_hg{D~@V zmydPhUGw9oz{68rxunpM!l&l2Zm-67n!}uG~g3a|wxR!Xag=07`B666;i z{VvKKFuTVYNCM-!&tkp2U)1B}MnC*(k$S%Y>ci1&WWDASN!XKbq71T~0#P~9M{jN} z3;#LVH+@cWqk8!Da=vpHvGTr;nRXRpwE0ZG;@)~~7mqrzN7vO`aQaMMhwX@Fp;|G* zHL=}>i+73MJ*%`bVz+Xr#mevE=qwt_%3gwc2dVbT0kG!y%*CA|Ys|5c#vvT_EP1%v zD+F>_1g>bOTj=;dvX#CFH*T>b0rqCSff?Mb@H2b5uaT)JIQ)V!3p&+zMBJRHt|Q_j zOTSV;D&T6_y$2QG3t8SHW0gYY6I;ow{J58bBhEI;q-JL{xbpu!*62_fjmm@ef>b{- zU2LTsaW+5^#NPkr&V>5;mV+sgLs3dDo6IPJHFD$RFZ7BvZkVdu<#pEU#Mvuhhj7bT z&vERUhlFnLx-^+B`0cl!u{VtC-6SbpLa+84eS9PkntG5}C4_s^Nmq`{?8mJ(We`Av zIR&|zB9Nq4xryP^#TnsGkmP6se~=ZI5FRlRU=Gy})p9P=cYN{@B<(8S0f?SO8iUH^ zz`VcQ+@L@YXGz}eG*Cp_-hI8+wr|Vgi@0W>8}Gv`Hf2~temLbGjP%U^xTmR>u2+uM zsi>r)UcB2a7Zf~-Jz8N>!ukQ)mT6!m4e5wj*dJopE%L<`RKgg0q8p$Mm48?S-1u4uxr&PVTe@_2} zMZD#6kz#q)#-m8XYD?+XQe@_NYXTu!Tu4#^10q@>57Ai|P3o~GjQb|fK zn#NbcdSk)?rX}coT6QP0N`&oQmpU>J%;=^X!iMG7m*IE8oWjO3R zl7$$l+AzE%Cp$AASSc$BKCrr`;?j~-P0yN@xHQ!?dfH9DO6dhJtz!aB3y|euiNH2DOc`ND?Pp(bomHpg&WMl zDlAS<6!7YdkAg#Kp{Eg(fs1Zm3hZx2_|Vt&t1RCn)X~@Rvp9Uz-WvABCMqjH|B0E5 z9DFj?-QY)}MC=*HjlR`}=_J9kAyjqnynl?fQ|J3p2Y62yAxTRM*t=^`ycrS?z`U1k zj{u6!H;3z~5&!ST^-T)rZPo$=0K>@Dw1Q{fNDysk(g+XICFcCUU;LS7xytnYeC~C3 zcL#%KY@?$~j`-hCi)BZF8H?XZsq5NwOEu@|{htgKQ`X(eb_=uIb;m-Gg`1rI&!a&tx8!Xa=I826a$``4#i0kKu=F zO*E@c3Z(4-f@Pxh7ppxk2DZU&svT73_%rK+-Ip_yMk?EVLlL72gyEte!7B z=mkK_#5BTZqxqy%t|@C1!|J9MU)Wa&^{1Rj;~X>!|uSB z(*7PmGu@-%j!;q693G@$Kt%Jg9yU#(fV5&sefoh9ld9=;ky#76f!Xovc$2N{r~ESo zff|x%;2^SFFC^VIX*!|(;+Sb~eX6sEj7w4MYk34P>7C)3=TM<#7{e}|cc)KcB+ z*&nT{yDKpok4Q!)CZt&T5KuF&1{XFfbI`vD;8bj=(4I5fS^G%W5LS5lR<#)zdCbhn ztbJ|5Od$lfg# z2bDs~L-Ukut!snDl>HhWg7>9x$|RzZ=q*jKnX#}zzs0PObc7f*85R+P*IfY6F5)9r z8T_xRbZK^LRr~T1%APqpEPT;tdzEJgB1Y$dMg~eC)=`9(FQoW~!|?nV=0OZ-M+1T2 zPF-h|D^Big=GGy*!$XfhKJ78)^zN%494tBfePIceCc0Kim?jJb7CkdXPcsPpugpyJ z+Nq#L4$K@aP(v8716ZOt7ZI4XCRrCvK}FiL94jLYZ_hUMziIw$Xp~6Wy?FDryU-f9 zo;>EAUhV%n-ez+h{N4BG?Ca2zZe54hN~x>Z9GT(b%a|v_ka$5?5DXQZqb(Up9`DckA1RUmwRQ@>!s7CP?4v2g;=rX zn`ZD|`1P(|)l%}7#nz8#>8g)c)*?vAml|$vV??w8#YQq}BHVuGuc1Ov>HXdo2eKnI zC5#mdjPt6K@b9&;P8KgM)&zIp7lhuPa_^qzheIXE{w32 ztj_wsF8bTMx6pg4hsMN~TN z%NGH3jkMjaWa%YI+8;p2*>gSrP?k- zME;*H2D*Gn(MWoQut>_H3^nBQR#T^=Y0HUe1p1a~<-De|Bo{2*$Y{`!^3=E)JANMy zvi;BNcBhRLDrI@a>hP%mo0xRN{05ZwE@_mA`LR-*dEb-5;YS2<{x0~9sS5Z-q}b<8dC+$EI0=2) zo$P|T?+XR-Py%W%(;)XR?aDKmhN3&=WcJ)U}E3b*B=@7)`ta_YG_>UOM>o`b~g z<#^L(4#N$_w2by11H^KlNSCMiw~1K;1EfWNQpBzDgVAbC=gx@lnh>$QfG~m5!egsy z>dwCj5GBh{S0qOGkakx_gr$Rph$>a+WHScZJ}Z;7wO zP`?)IWKSZb0 z7{2Upw>^HQ3u3BXLUs0hy0RlW*?;?e9MVTS@>pSPt0dON=YO*Ed$^Badr>i(Ijzxtp z@BK4{OJDcY`)o+A`bG1g-)(MoyZTo<^;5H&MEMLKXSc3NG0ZILs;FoM)gQwK)}C|P z-Lu#j`Zzxdk?V^k!-^jgis2Xc7uwTjIdj&8buxxch^c$j$`Z!JgUH0mqMAX% z_A}N7$sDf5bh-|VkEkDe4`&}MaGr6r1Q=OwDr5z^ww<04yA`r{X*>?iIHvO+50Y(jOa=t-{GrMH&dK&&yqgLIZ9=RJGRo1cI$052n<{ZI*43;YA<>Ffl?#bn9LbI+Lkw!y$4>gUM;OSEeiJs?XfQ?$Ze%G z;w|oY&R-0 zI69iF2Z!?3d1fO-sHv%dKNzquE6rURFk)uv$vWJz$W|V9MkR=@eEESP@h)Hhh9{yo zOLm$V2WV-F_HDAKd84hg34;9}3Kfr<+ZRb@gQT09R+-DpkZRYv_bM$Z4xD{vMfDU- z6@A|p-WcbDaV|^f$E`2JcNcae$zUTTzxxTQ-rSkXs@<_X)8n8K0w_9Vj5GcPx)Iii zMO$|fc_}Z>5zzn?soK-k^{Kg$g3wxyGaThSt1%$jl@!})Fu4R5fl&+IV*o8zZ?8)ueE zTiyaMBPmtvhqRhLdI>TuB|C4V_6xDxPBKx2sFy-PghB=#JyUHLASGy;IZIb}P^r|E z0K;DdOqz5*C`wSq_Yq9G8macWzs&zm7+`SZv4(60K5S(K;PkmTRHj{Xvgdnt>&!W* zx}VrNeJXAxJAUWXfq>+!wYlQXpR>E@P%Qw{wqfb@wXoK_GCTr*IXE9@;BML7-8+nn z)t0mQ2_Je2j=rqqs#IPCt$~zvALkTu;@XZSNMfSVWm7`PY8G)*ppe157yF4f>Km37 zYzNJiXASYX@n33&L2oyz@Bj30pnIK5r(hIVXs*`T-!zvc$dWYn;ASJIRlm|N=eP4io55?^@A%N+^8}k*y%`q@2`|>X;VQgT9%?z043s z05&YYO5VTE8l{dfjwmy+9)U&lat^g!vRj;G4VI3(zqcfCL~oBlfiBv^_e5Jb;s$SK z7voS5A3I$_cZ@%FqHtB%NLk0(Vxg8doaro%sGqgh z9=n&IrN+#C5b%4^LoyfMf*{%X0W3^fQWqoDwj1&GFO{2ue|+Ub%Q)o){5anvVJ(KI z7K82@L=9fgDmpc|Er3zE zMfnv&ZfLJ3>u_Q@99|=~p;}N-)k$DH3>8ppl-q_O4A#g80g^%sgC#VC3I%CtQJy+o zLcVy8<}<%XP7Q1OjV6^n*A(f1KC4ZE86O8l;zzO3ADh#pK5s+7XK7bL z6h;m0n!d3H3l>DUmK* zQljNC7eKhsPwSf?w5p>}M@TYY)t^VY^nL4apEyizz~iyRaA(uD6Ri?L%dhd&q$$>6 z=9#}$l0N;3rIYK+UvzD0rD0|UjejB~z#=wI6lM}yhoL}>a*hi_w5yJW7bpbD==qIx z%N71(Vc7-A#aHF;(@{BXVfT3p=6Jfy27`Ti#$w)&mCfqTsfP*EqJAd7glVxY4Vb9x z0Br1A`^r`tuHWknwq7TEUY-+Pk@=Kh;j`pyl;$z;oFbs{?#=u*TTs&N^q-j$37S7N zuthGbTDG!yRYLV^tP5qG$wc8y6%$nd;LMa?sA3=J9@R;wiS+WI@~kj*`+dY+*@LB8 zs?ya|p@qe9n=eKR4}6IyNKXzXLjzk;-rcvBireCJJ>37SHCt7JAUzD#BgIrI-6$4o z#>rml!2GLTa!Ui)Vf)(_!D9@GlfO?im;yEfOI2(qGd{l8^8e`!rz0dk%l|aH!K+rP z|1u$^{kPfB4%?&pe%M4MHV8LX+#Vknox+Q~jy_VdKza{r%Bu@fh6PF{)kg(l;yE&s z8ToNmNEc#Va#TUeoEud&5*xZzB%z#yP0Np6u69YsYEl)hFCm~;ceY)7ojD+I_2~12 z`3YPtT+WB;|ACLVe%QRql7Bl8q6~ z6ubNKHai^7A!Kvo)1&&s&NjD4?IHc}#wu!A54p{PczXLBQH;$NsukS{5^&7L6RLeKho zKGqTJ7-+^492lW!2YRq(V?fwwBzk-e+Mup7r*+ z=wA4-3A-al(8lubUOJ(4By|P8uHAlTf4e&=!zL~}`dShJ&&^si(WXx_PMEU#inahB?|j}GD@ zY_r~-lq7Y9x+QfUNw%nZS-E*CeUjJWqe6Bgk<)heYY7mfS z4c%W2&7GWrOXW&l^r#rf#)@Q`7~`9ugc8m}$nx&w_H>?Q^={AFe-82tUxYV$f4$IL zl!xq#aUmWxK~c0}@;(v$SyLV#P@|;eUYb&xiS3`3R#T&q&FnEMy)O*PKdX^#M(S=1 z*0?`}9B6oE>(sY`4m{Fju)*LdBeYR@wLf%Jp9yfWiXhJ1w|%!)@G zVpjMX1x<`(KIjsh$9wPU03F`Vu{2Ok4OQ63#z&eU3?UIR;$(%6tH^X}59+D#z$tzPiKM&94;6x2FbU>$(}ts^}SI(H5PGD zR*9Px-l^S?MiZEm8a8@JwE657QD7PL?C!&FuubK;lq%zMso_0jdH0P_7TDq{P;#b% z#~=NRX-g3M;Zicvil%%N@}qF{J@`T_t-Nv$=!EOTgUrk!>aK2TL;zO zx{-p*G2@k*HSzOp&c6C+@!> zR0|P0f*G%oKJwla%;cn&Wj~p8=;yx7D~ot>F(}Y&2u7l?L0tmWX(3o}V<~FUPegxF z5lwEsM;N^INQbz;Y9^U>bg;|+sErRXJJg;4hZ76y12HKAjcu zj8VXREqim~gwLE4Y@pm)%ZM3z%i#iWu{&BDdeE9ra=q2^Xb&f{DdTd*_CrZI1}vm$ z5jzZM*m^%Dr;oaLKp`rv0-`P~u8F-T=p>bbx27}MdLcLK47wZ5#9Zl}I3SyK zQ8wZG!d%T-jC+oAe(xDLAJ$w%${gy-Z{{-Q^E6-dLB0s6zbUst+PO=(f@#3C3IH>t zU0~8B!TipR>4Z9H_7&a8U%}Vf=FBx!VdmoeI0d^*IR1twymG#Vmrt_7<9(UmhVb-I zn$wp>xG5TO77|m1+!SJ7_4wmHJE43;F{+m<=4Z__7rwr(30{0$zPTeA!QJ2KE&Unb zeB<=Bdh+esKfAo$Yup%TCB|NcM+z6;CoU|*kCjlcUNgGL@R;3Z=i7+Uf*(vlJ(Sp{yBq*^gREhY^~Q88+<`#Cc{XGSN7%puWAG0bD)Y{Hey86k$R*?=A9b zK8>6(SxE~UwxJ5`l-A1qRko3lC<8}G13_N4>nu67NDZ*bJS1Iu{LLQHS2ef$*Sn)p zO{0ANuI$Beax3wn5)p}))M~BJ;*_NX4h8w0mZclRoRUp2R|=O1!cR7tTEVv!B!T8R zS-CW7Fd4j953>(o9?*Z)?Pil*NCRM=4CZ; z3hzKfD?N?+bMk0Jv=zE*$(sI)n@b@mUT@dl{yF&kBy?)wzJcYOFy&0%p#Wkx2knb` z*vM=(FPWLD18rdBTS~~e?j#u;mLGrKVqXWOQYrb6FsU*16A|pQIi2zHq9pA; z(-moKcX-Q3aNKV3gSJHxi-;J_IUMRO$VAe$P;wQeg^|N-gAd(v7@iZhAfO|-Y;F93 z!t1!=x)CH&J@sKttK;QTw0fxEL8aZQZXqwvuz@FwvwDG9jJR({io9}c5pu4V{ zHZ{;=$S}w=wS=cJohGAHq><%OPc~+R;h;FHfrxAwY4KQ6jWl!R!BR_9J`1lRT6Bvb zR>4>-g{2rpP@_-AymKB#gWYG3#XnEDC?_=!sj3Et;HRY%#bndhAa5AL(OH!RgMLK$ zpy?1MHrZ%$I5VrZvn&ahKd#9fuWltedhgw2LcfC;vuj(N$o`rb%nWsQVLWLq1k4iL zKdv2$h)75NU5-F4>4?yl&(Hk2d)(}1U@+63zL{YoHXv4)!=OxcmT5|gay-Zr?GAaW zW?r7!Sb8~z!DZ7B@5-FjDPC= z2N5Y4>eKZ9chvvCVT0YeyIiyWX8culHQ7zRlZRmw4_tHY3F#Js&1X1#>Gm~Gir0f^ z6Dx`ci9KMB0jt=wx1cejpX_<%5V#U!rfMWRzRVWVaq)f!2yljf0Sex5!KSD>Ll4Yr z5YT~{G*Y=(Tz;S4XnNbxEtfN6A_z_jd3(|iyA$3 z)m`_GP>A@_Es&MF!93&gx?9fb5zK$#{O$)KU67WhI3dHc5o&O-&EA1+*K0rQ zmwsgI?Zr**1@2BW{V0cV3lx9FLDn;rl|C6Ru<9LKiaj9;zu#SlW+*TYs=a+n&*uwh ze>Z=ML*rZ3+11aK+R@JJIZdC&&tA@NbeHVOw3vj4G6t&+EFru43{jSI5Nv!qs%45_ z<=#(4s8_G4XXcwyv{3{!U$}KPb#<5XuQh{z*vs#y)Rf`N; z<{>GkiJP;h!bo2ZjEWv}+>#uG>vxsBaqKZWxk9MD=&z>9xM*UzL2)T*C5qGjwvvSX z@?pov<;KC}$4HH`sG7Ad2`+>g3<8H!)p@Ibi|YORcyB`U*adpa+q`|@6Q{^X1%_A{ z2O*0}0HTOxFGJJf(_|p>@?Z>Yi5>A5R^X~J5Uo)caDc;?H4Cs4bY@IWV)L<+N~%7jq$>{~-hpf1SMlg-3XFTmAQspNoT zE($z)7rn!l_gMZC-K2I8@X0=Tsz2Ll?Xru{B6PY09K4>4|M9(QU1{mCyQ;NuN{wZz z-cW~zM_JD;1IvjK#%If-oQlL$*P3&;4?4H3B!*Qtv$910zzNV;8L1-+I65e(lmGEE zsX$6alM;+&t9XjVmEX;oEUEwIu#XNCT@$H)`}C(Vzh9$s=ZEoqYNoZLE;1;r^kM=G zbRT!a`D@ksL2I6Z2&s{nl#{r95@8jMDX0hVDFe0#wCOH+D&lpR><+|&k2~UYpNtSf z{N7#W&A1?!cL8=^K%q&z!nCAO!ZEX$MrC(;w^)CSM8J}*_bgKCEaatLo_b!H7yjo8 zSUVl4(+`Uh960XiOn=A88ExdJC7DlWvnCpH%Q*SwYBS=kW?iBWqXr29&( zE!b)MD4zq)hGAS5x{Da|Hs|-u25WD2&lo0EP8u!A{M!Vg^>-2x8KfXg5m8pg@L73d zq~tmnCvVjSm180jNbi1Ji106*7}eF>tZPo)NgO=L)wNi!$v7IVo}A}7L^eKhuD!NA zxN`IOWx=5A03Ua0HkSbqnAGA}$Lws!<$mikiFWnPB!`=J?!I;xrl)2^94?kzkut(l z(#40FpaT`y<2Zt;v|3-(#-+)}Op;a4elgKIhw*lVdOX4?{=P4l6@&E``%xzAlNp!K zehMH|wDYH%ZXx}DdNKtZAQ{qc3b@hG;t66US6J!7g)>>HAm{tzExrYy1=G-AJLlJv*F; zQVbV_dRP3_7bY(2*W~4eYr0|UZq2v2u ztfAy3QNEz}zopeqTtWc1hCDW>IIVNh{lKLO(;wexjS#nO$a=PWnaJeKhWnb zp*Bl=uh*>dXVNMZeUqlWZjl5*8XQpl-v11Axswu|JG-0GL0F=bt#4zh@Z`i2qE z@!m_+*4yX|OrPDBh^{J|C5md2pN{Tu7DDB*H;7o!MKPnRfz*?z^DKLxj#-@P2z0J_ zzHr{i_F8{QK*tk`*K|S_%_PYax)5h+Obqeh+bDpBW5cg5=3So8Z_Iurr@=`qTT2Hj8V_oK>8LMkURK^gsT)9(mkS9SISXISo`to#`4 zOz|R*y(_1)(qD@!3DH8owrr)VL5d~*-slnOc`lVrP%)OiIA6rCsG%jD8ax8KGOlpV zN%!3ulxR(b8UUprA*!Zz4kFXu_l1_%*_N9j$spn6r!oo!L7 zW9uk0S>%2gu(y!X{`y^}r@AQ+vgW}bwJ~O6c}{|NtSJgyk>;rLUDo!e`pQQ6Izfw} z;42AGGqJq-S5t7{7iCaPC&44vGOL;LrW*Or)Wrf&tvI3aKtrBAx<6^;)JhkMHHma) zSVxNt`rV#q2XWALpKt^i`Z6&*iNTbh793EiLj&++Wj@ca(Ez-DY6W~7`%a$2f`bS> z%Fz4{ zkiwvTz&b2zYk{Sz9Gge2ZPs_2r?FA;kH#-OVZ{Dqx@Y`tw;i;X*4KCKiet>)<5k>! z_8%3~bYbENP+?mwHOWN#GP6g~OhjD1`lfkP_yzg0mrs&RSD}%#ugu-&j-#lLKPniB zUToji<06n=02vB_YEvIy3+vE1@q@}R*6pP%0z88!S2?;wR(y{{*^CGqmdEGRh|{9h zX==cCQ8Jd+B-8)UL|M$&I^gHQ$j(8(*j}1e5qokNdN&rE6zJ<>D$Y~cHl{T}X8$Ya zX5k~asS=ka0bPwf@wzb?9+EBj2~gW#Gfz4?G-QljNNb)$u^50JXfyCm8nKuyByli2K>P|0hpFfNVU@;<-?;#RR8XE{?S=I)gDv z8a5DdDv;%7X>3M8NO+d$oIs37G3|@;Hvdpn{&Lf+L|)f($7R zC4!!UDxQO^=WMJjE{tR0$C_*&MjmLcSY|GNEaFVvUDb7A;QOohrmNkl{?8VNhyQ7R zVgFP3FaMJ@Dy1^`KkEiW`P!YN2a&6d7ktqph_EN@|!wbBCPTgLv;E%{;QDbGV|#o+ygHFkfY;d zH8KZVz53KLJzTiAiBv*VB}Yn90-h5f9I_H!2}Fr#Imw4!H|-GykEr_3e1o{k*-zc1LEuJAr3un-GA> z09eGngT#_-!iDAG$)gDjn0!?Mp?~Qq`t@>ML{5;4v}?BGqK?kl^SIt#?jnjYf{E6pFMAnyj(L<<=I&pG#ToD- z)(~d6d`T`oC$>3CbznfBNi@R$aDaD$lu5>iZMg+*B+tv@J(uN$Fi4;pgxp>OaLb*p z_h8Mu4urI1Ilb;CSV@xyX`{R#|e|!|szMbcEudwu`?o z{uGm-=(1jOzR-{8a2`ld>>XzvM9OhV*Ni9iQ@y*N=_R6?aFba)h1lv>A5ex zYkPh_<=}z`BSBPacG@p(-3^*?@(Gjt!ZL z3Qn`s$=*fDN7wyem7Dw#HT4)8R@tC^OJ3q!6QDQX<~iMY-kB3ilz;gOkvzXYjvdG9 zjc*!e&C-KKG~3q7Exu5bQYB~WZSA}=(!DvU9Zr}5A0A>M2oRONs_(x>F-MKZdEh%Q zOU@2+#EYVMfnXAuuFwCz=vSBt;az-9ybrI-+fVzGID!zr%%Y@Sy7*~D z^YyQC+W@w&Brpj|7MI#)R}#0w@zV~sNqm%Lwmh%Ln6t+=X)@b%mP0~z6LpFR0FFjP zHP}-RzbH=|$nNWg!QJBNC-{PYQ_@kP^*X4Z|K>-AX5_msVlq)>Djrv+o?P6y+Cv|j zjw;^iaIDXRBrZxIG^Z|vwi;%Sdq0RpM8Dor@qK)0P_;Q6GxX7V<5t?USjyCPq-gQ1S5tNu-B641D}nB|DP zd^PSEV@1FUoQ=W!mXC`S$nBVvR*aw1!Y>>2`DJ0bq(j2TCHE<_H5|(L`d>L|#%8AX zO&o`-4@=HT!_&aLu_$3vju9(Lcx((57-q(Xd8pD@JuXJFtqwjxnf_xP>2E{*7gE&5 zC@W>2qR9$L#35zeE~`FXwyWKixC>s_IYRA!1AMJF%enPt*5`|~p~+|_Ve%L>K!b;fKz%(n`Y_BX6ae4Xk;1Z(^zhtoPX%32;%{ZbY@00jERFP6c|4TF=7{xhR1QndH4l6w`awG=TpY%PFp_#0-<}Mson{{oiIxMB%FmPx zObF z5OjMTUPlUdz&keXs^n0!a>~sWyrVN;?{2$&9UE5y_y)P3n#v&7;$wJ0y~cv_L$G0^ zeNXEAy&cHIKPhzH+FPJ#7o7c*AeSs#EJqSj3d#@u%$APQraq0v@kV<-m-c;`$Aq^H z#wfej@X{*vH)y0VJ4VI*a1(_I>(Owhd!@^;Z&dkL7p5yXyx-r%AU%U1G>+>oko(sa zs2J^V1!xJe&kZ*nB`vNnFT${B|4kE4Vs*n+miaZk4UDNyD)DVTpzhy=MAw|?k zET?FwhmWJREk%wJjK*rw+?LH7#alhR=xSk%iOTlWc}%1IT=)C3PZS6#?8=M6GT=fQ z;488IGu(hwXYq%%lW}x!N>%ymeWN9J@xijuTb5TjeC%1hLrbNp%3NL#*&SnA^l!{^ zDfrUv0%$8DWcf7889lC-E#YcHe4Yhlr*U<>I=+6l9mQHv3n?B=Dz0it>q-q11D#<{G=y7Mh}PA}g1 z=^3^+djPm00#(Q>s%9mMs3GVMh*L&N3I*d2(Gp_aa6|$^z^#Z0dZfEl?y%TxRMZd1 zoQf8eCD8`o<`fwcW;cG}q;xEZw?evb!`0`Y(9W_R4hA@=_T1I5z+oz+dcH=-tGiY! z#&Wxh)!BaTO*57F5xequ^7b8)j$KTYk|@WV59Ym=xf*p9Jm=G5>CvA zW-)?=62GU)4gOl?7fy_NF;D$f({p=)Z^sS}eCzp&XNxyaV-`I-w3iPMV0JV0?}$6_{MRAbwZ)WU!NwIiF`Wsp)PA2(ZV3`jT{r zNJjcVPup(B+DbIAs@U!tY+{L6S3Z9K0FG`(4Z6^Ez`)8{m#u^vPE9DhIzmaii zx5FB!^e>O8a*bhaLX>&D&T^badODs)(>?pxA8zHPx~t(8qLdZ&1@BI?q_UG9=7&v< z^u-BjE@}Njrc(DMNy7Dw)U5}4e=jm)7gg@4wo@Rj66w8Yf3b9w{Z8#oLcX1*TF4+F zsCq`*@}4dVlRYR5mtZUo+I0n+^c}}kO!NRu@@VWSOb|pjr3+ll{n?;3b^_;j zX%rR(>U~;aB0r+$S(6iimp&pRe9y(9VsJtQ{On`b>#QP&teQIAS+`#<@f@fXxK6ji zQ`DU2%q+ClgHGHwL%~)_E(YLnC_oV6LeY~W4C0)JL`izzbOEAy4Rmf9vNi}Ba=r;p zV|AL$Ch3&9roM(x4z>w>H3HRHj>_$MuJc^-gp%K4JVmkE|8=?UHkc3F!RY-$E`w!x zA{2Qc0;F?p&Sb-PdzIKb2FOy&Sooxja6dt@)Ucy87Uoar;@vzr#=vP1 ztZz_!&`tA6F(Z);qHcYE0wHNQCNn8o&KNU1)nQn22qwSrZ9K%$2aY;3C5r<24rx5> z!iZL1^QH=3{EJV|LDFUHZhV`+`{5%>H(!=w)|QrMy`c7$BCzLgJ^^SPfESpLf#AX0 zW9~(biiC0wf`&C4Tl@rnIJiBRJo_uuWnzV?)(y-7b)+5b7Xqp?gX#YpAruIk(%@WC z{`GvI|I$-g-m;cv?l-X?`oahH_%omt{Eub*Qeq?Y6*dCGk%+E?tIqUoAv=^m@s^pJ z-@jeOj?^OAEP-}yfjO|)YfBTqn$jPu(_g>__&$VuPCr-C>8TtD{X5LQ)o(~HzI?X_ z(Qz-{vbx=wi7C6LB_1dTBJ|JiasN-~ULC_dOXR9|9Ak{8-?9{)8OAdan4Ae>In@ctk{T5iU_lR=2Izod}xF}@n(bZQ*AgSM3eZ?vx)nA^|O zllD0Owl&spjnuH6e!Zz8Y1%-6A6np=5dS-fbvKU@2*EE=*1f%?!pj7#fJT|7I3ngSxE*Qs&0fbkb3CS2tNkl` zr_4^?dkmxqJ(|Ule9Sp?4;kV?tFM2bOszA1h7Dg|fSdFBJbEA4w@6izD26M#KU`oY z4J~YkElsCO{4eFUh7ulH9;<4;icFn2l-%ujdhZa3czX|iLEhW|{Qm~(XbHH&g62wU zc$F&d`2Sn+#}FJ4gSaFqgeOTIivQtiPHuobm4Imct)6B~Y~Wlc zlerCclGdyjlw63{JXg^0_pW)|?O%ClngkqXbD>?+iVauZ1`K#k2Zn}?{Yo8y6}Ib7 zF@j-`ww!fSFE2HFfK5DE1H|RV4#1AfW9cvTukONUK<%omJ(!Rb!4NaF2?DBWLfqMz zc-^8zNM>X=m0|Q%+mJ&tEmg1flPNood5ogF`x4Bwc4+LZia14>FK#E+Tr_9iR);kq z(kZFbFKVbKZtagYrllz%B`$?78tbd-9q7)!--9)Lczel~%IZo;wnO_M%N-hV_&l!5 zcEx$rzeo)i=g6~k^l#`E8wSTn3wnXjerAHv1hRp@Fc%6HvXN%=FwV!A_R!D2<7@DuAL~y?C6 zL?6aBWmxqzY#SbS0tJ-K)+(kF=V2_4>o2}eFhwzpB1~*TKqu$_-$LSF`MQE`ImEhm zk1$<(Jecw51ID704Nw^5tkgBRYgsd2>GpDBTUX%1SRs+*4CzAI8u?tWE_5|MhvzF8 zyW`NO@8iXat{>t7g@M(j{OPFbtsD`S9^vjy<5y-lxa0e9*BI~L_jM9qH>DXtSm8}9 zJu$9?O*C5$F1Z_c^`8g+?7`^k$cUSYS^C&z7Mx2gGhRe~yCw&zAQDeleuJLi#KM9z z;OR&w6fFoEF|ThELw-Lqzd+0TXCYlJ^7=U4Yiugt(~oVu(UPTbh_C-c*E_#;8n#{E z*|u%lO}356wwvs4c1^Zz+qP@6C)ecqR!`S^Z}0W|azFpVd2ZW&9LK&sYprI5Iq7$p z&^mF@1ejEn#w(K>wT{s$F91V7xx7jmjBx0Vgl~*ZEZvS%1XIG-_ zTdS@~H^OttfS>*?=C`c_9djGi-5Dfr2PqsU$MUL)07?S3WW5aXVe+K#MfET>3hHPB zv=KZ}5S-sUHtk|&Y2I}Xjf1_-i49|1f>4&q%Zai>2c6K!&`d-yw3pQKbMmbnd;6{W zYi2)Jr<77cid93fs9ENPhz5saLb>Cy2^t>7SJ2mNiVpw8S=JWQpHu_Gg@F6<0YKAR zd4p`DK+|cO2SoJ!Xj_HTZ93PLzQ?HQdx69J7{(yz3%3- zl7@@XlPA1h)AruCt*b|lk!V-QRQ5k=6!d5}{>@xz5!?X3Os;0ZT~3g(4~Kqc~2 zaXXB(K={0F5ThU8S?B`homIfvT<}F^sxIl>?bmB$^)*j~pKMO{PkdLEhgJ1KtgCMB z>zAZ(n&{wA{=RRWsc8`bft5VsD%HGN;Qy97m5NrdJmiLYRj*9#RoG45VeB?z8OEqj z7LqWWYEgbA%E^}|{af*oX!yu{;$1+R;v1&P#2E5!iwvRJJ_lWr2HAEW3U5-#$?y)(>mCYKpRT>c}yJbf^gN|=i09KT;Bd&VRSOZ4R zu;I>ocLi&EeM~(?SXdI)le?AfhhKY$O^9AprRFkbxe@j1({iK#cCO0619u07(DtG) z&)Af^;NbHox)1q`=fTfe}TJx%h6@G3yU2??iNSGnfC0)?3 zV_`*`FzBI`;63#&T3wSLLg={bz3ocvD3~mPgIr7H=S>uvW z_3F$9jTiR(6=XpURP+ZLj)ESc&?_~IFeVWOGBgYDU-YhCwScD1uXek!eZuag z`RH3>-bH7Zqh``IZUOqEdTK_2Oh4AARNA&;XdhV*>SxSG%J{3YHdBqvZd(^m&ceg+ zQ^74;>pEXdlJljlf!Q1CX9k-suZxS(zPFjWmx-Uq_8%_0Y4Fbs0_u5C=EZwrQRzIU z#Y4vHgyF-9AXci%j?@$(bVfwfo}&Uysv_JdH z6`7^oFsKj03uA^hpe@1~W+b`j>Bwew3}5}#-<*`Pk4?7eBF+o@AyC+qJ&W0qX2%nL zbK*C8kC#`fyoPyEo8bD3gG_Ij!fby~P$4E@`>ZajA3#$y^Gt&RDe||<`@0P=g1sR7 zz3*5+hs0>A`ng8oY5pm>^mQD~px7L?#y)G7M*l;~<8|JLuuztwfua^@j*`s}<@GNd z5z>kW*e+c({CZ^8X&e^A{G{86RYEI>6XZ22CrP|0fvVyNi^2oNkn5=z+~jqV+K&sm zfNnKh#1RNXy7_##9=>ah^UUKDSY491YbD4JwGV;t2P(^HgJK42vtRLcSsLAv)|a%% zeK%(2>OQM4BW&;ilwY%6j=Lrg7v>KbqfH&bMRT8oqm^J?cu}oDRDeEqB}qKSPJF>X#$fDb^x=eFVg<>?eb-~R%75($S!vQ737%T!2VeuA`u8dT$chn^0$ zcngr&22kJ@(sE@8xs@uV7d~g|JU(pJ!o!8!EY=#urhsPo^K?50vY=R; zOsdUp$XxSD9ISvhkWp|?b1;L?i>Y5cFF#tSGj_yr8XcsMuVuHps?X5yx_WHoiOwDp z3AsPa|BZA%5PDTl4jGUV(!sULb;yb9C~_clIjb;q9*rCYFsB^s;(Ixly#3EIH@`S2 zuQJH?&@dVAW-pRD_vJ46x3*-OPLstM8ai3tF303E`))?G=|MEreW}zKPpfQTS8K&$<2v9njdJe>5-@gaYi_#d;4Z$9zzE}X( z9PfFyrvkUr+`de_I`6X3K*$jdknlAC-~>rz#s1TAtQj%e+EjAjCuXO-n?8~R1l~a$ z;1}rw@_H<+9?V%b71kRKqINc{Q@Jv^?DVE2F`{JYDMQvAQ1wzmE(&&IH-*q}3yD(0 z5$z-FC;LIEix0sRZb(hCL>Os1CpJ^7f|`$3Y71fX?+bD9NJRYQupsv11(VQF6a}dn z@0J$R+#9+=#?DWocXB@sqSiLxLctb)6LSqx6XmBkz2Am~gUdYc>%6eHxj5JK>c8zADf&b~KG=Xe8XNG*k6_AwfeDVY%Q42AN@05FRqJ=&=o%cZ{ zm;z6SW3n}BUS1?3QPR7;Wa*S=OpKJ(Y`6FwN`_z|kPidGd)%KvWar*|9qGQdVLjj4 zSmQBwHc+1^9(S#hJ8R55+7ayiRKjW^T8m&{yF0TXvRXIe!w4fNbnrUg7wtDzKsanE zl`ZEWWj6pJ-j9zoVJ?p+lmwp|N%>f;JkD&>?~f<2lL6@n?SJX65|8*2-KtRM_i|{U z0H;o7!q)GER3^Co0)1FUbqgUQwasmr#WWnwTbmqUWmc?eF^70U!T;;}RvNwdRw&Za z$WFWc?dEJo2|lPn7EYWsj8a!aJHXekcdf))$}xJ~Aeh?-r&Mt8&3bE)ByAaB1t3#F zNa{y`>L^@g#`jbo*6ud~KRNxJdgrgU2c|MDYE}u_Eku*XDD~_?AV>Oy_Ih^+F=*HK zOGHKG>E4kb7YLhZ=)~!{xn21@9ng$?e!Mri2yDqAH`-=WS>XNbc3~C0L;@Ex4GR*5 zQ`b%%otFU9X8|!;i!unC3E=;p8F}a1DSL9?^3V6gNP==G{?E+#jF*|?s&{gk*6c2V zxpUxfJ*LifI_giyo$2<@Am9b@&$Ltsp0tpJq!{kwV)r;(9MPi9G2I$X6AYzZd!ewN zNj@91fkYLML8r-1->1sh9cl^WTHPLW<$}ELdU4$E&CFc6MW-U3T;;2QK&-}F@9lQh znGCjAiqEL!X&9`oiSA8sl`ug=&V$fr3P1WVk4jh(Z=~_8 z4Ce1y$$}!T=ZMP@{DUQsvF53+cXngBhW;mUj}r!z(Q*WLB?*<1SVkCT0(fACmPdCc z?S0}N>r9^ht)05!CNCo}ReQmzqx&v&+MvhV{pV)Q0tz!_B>DuL(96$uN7DO|aa{gi z47P={lW>=!eAzfqbPbjA@}`ko5!rCs@-G~ss)ATr5FoefApuu#DCf05ejie2|0X77 z$2Fx824hDIfdH>j03)g?m(pF@iS`Nk$~xW3t~H^U$Ttr0uD(W1N!^@pF^hL?9d+e# z#OY5bfI6H^^}Ic^%)w7OuG15 zzuJi0+kbN7g5I$2NlZ>Oof+957WqVfds|gGzw7x7u?Klfo-{K5--o+Ojro)f!Ff;nW0Rb<{cf8H z1`D?jUX^z=mA-f0ryV)-jm$0MDX2*}!6eIQkky?J32H^T7Bq|?G_n*#1J!W|3b8mS zJqO`b?yONU#E|_9s0c0~92HtDJUzUkn5&7L1)%}b^?4^5nS}CZZxNA^@ zA}db;{%>cgvQK*0%X(?5(U0P%rIF)S5X?If)lfaDM;a(7vhc#dis~-ywZg_bT$Nd~ z`+q0qSxalRcaqi|Mf{p7fYt44)3G>@UB5OKO+iRB@t~{vg6O*&Y7Kf*$&Ko((F0H; zRe36A6)u0rgD3zYi z%?gaKo$+Y;mH+Nyf$E5Q_+JM6f*Azl^*yb$HUdr#3x%Pct9C?7w(@tARBq_a*1Bvp zVvu1?H4{&~^pF;+JBm+O_4@PhnE+kaMWr0wW9RcmMD<*itgV?tATDT}1}3}XiyiAq zrfXtyIQ3}w{)8SdEBfZr-%@%e;g-6_qnn@m!{v&;$k5AV$bD7EVE5ho#rjs9Z7O^& z%(4ODIq*K;F2wu=st~{Xd-`B5h)YVhgYM%4=rJ8Cd+YaEwup>Tr9$&S&_Ebxgx2dp zU0xL;k2BMf`L&7%()!Y>46yH>0A=XpfStnE>=T*$-!oEBf-Xv4 zt>IpC8G?2}=*-rlQ>03GahtDBli>}Om>5@R@>=rV8`l}l^h!Bo0hrMAFD`eyn7lc30n<<8GQF?|mZ5kS0ZaRrRDnVyDQ8;Vz?!S~9<8Trl~`o~RgZ)=M%F;kM5 zTn4oEV7Vt$OJ&E8kr{1y(57i*_F=<W(q10h&Y;v2SnDHWWO(Ox$A2$@Q{Y$_qD_3LN0h7SC|E(&7gzHG zT+*FQrpwFvap;z8%0e0c)Y*K!6|S8+WL}_)sw}yhDg{HF?me1dq{WPJ`dSnYL=uc1 zfq;#U1VcnsgFu1*HJSSxtbm*B#0H83tE=Ghm>9zc%jE(Y={NSYl3mODvNF(gx;O=z zzA3t`<$m}p_I`MRr770yyTweaSK$U3c6MLOpUF}s@vb*2JI798RyAp76e@MNHgggL0;D0+OIxI zHAmE(wbeA^Oy*K7+{vN#;9EU|_JgmGSacn|mX%Z>#>_I%t+9E$VqTIPO&`-*ljeqhwI|JMS08qCdxjL z6UgaAs%TZ`|GD&>P7slLD;~epk!pw;tp6K~v1bqaA+${40P)9`5MUQ48xI%2BC|6A z<@C<0NF;CIeMSjmn!T5y41rv5P{t~3AWIVM6D+`l(rM!G8bJQP-B5_pzdq9|qT)eg z)-2ID*hlSZjXpIrSw1o%MzHtGbWT`AvVy!$;-We)YP$#^uH+IKuN@NwGAaC$d~!Q2 zho{Kpj}3}bx(TSC9#pedG;Ehn41GijI5S+RKX(tXxn`P9p7X6FS06_1m`#Z0?w6C# z?7)5|*Q;v+E3j?xZ5PpwM2dL0!VK3;3$)ddbP z>8P*d*Et99ZT3LLf^iMXQ&5`%Uew{x%HrDcH3|_wRTK7j6Ux`Z3~=QhP|kAQdc;av z*ogyBe=e|BP}|5sSoOAr`5%HURgD9@4DVr;mt6i`E*p$kw2Ee%wWsZVG3M?6s z)cA+74XOSXHamWiv4Pw|gDB2Rx;9EzLPyI4QWO<~fRFJ6!`JjX6{a=1)^E1jUu^ys z3qxo~R1z`t4hwiIJd+uEWh4#VN*zDHUwLy`G%6LW4we!Ps^J`{nNhHBo@NUuN3Ir2gU~xpC zL8^1RJsYnwTRRxMf>PG-#$5IX>@+ooG|AQ9e>Nl{Jf zU@=?f5px}5r(wk=87f(lJzW>uzIU@lr0R+Wd>a-k?yUyY(Mj*8=4Fy|wK<4FpA#bw zlfwmw7^s6FxeL19cGlfWIcLATl42BgNA2H&fyo+5e?DcYJB4BJbxhzP5DHc99KR?L zv6s_`Iw>dGM??3Jx%~2(rIqIXW{;8-KobUh-sg2a_#v%Sk$JLb3!wDVpu#DE@uQgeT~x&hC1;CIfqP;OX4|j3Uk^*s+nQ za${{v?@aN42ZqlQv4yn}Z2nt+t1?WreyWfPQux+^I(-_uh${{YsYp6l;_V^PLaijz zWMnh;nk@~KSLJ3S=nzRu%Mewk&IEGBb`1QxLMp?MiQ{f>S%;bgF@FfG@pYUY`uyv9 z3o%EY-4!H8cDqQ5gr7G;ni;ByA>g-(B9vWvQoLUkF4BaLY+ACNTRt#z{4l7RR>&&6 zY*?(KH@ISL92@)>DhUIck%z2_l6$hQMSEQ#K8;qHo7D0XOBNHvks&X!+cXIPY}%t)uSBa*ngsgD z48eQ6iP|LRf83qlMY>X(+>P6Y7<3%F{~b|D3@?KgvO_~v&%BdCRpeJH`gHTF(?D#n zA-x~&=54uKA9cc(v41+nIw$JQ&O<}95@8DUAp#C1HE@A6QCgJsPoYww<@dF(Z6|!E2p>z+ z^USCK9olAOK+onl9Kx9IQY;KcSzcwy4$%aHv<6jN)a&^j?ze$Zh5$cSfPU&=SUa;zV^VA5gY$>r+exYzt_L&5<;T{c=znAO*GIg=&;Sxs`Y zUaQ^yE&>4jsH42LbaD)5~lDL!&Or zpe5W^D@RYmxzgloQ6+XIRXT_>=00tL+JW7$H>xt6zp2PagQ)= zOsSWqt3@sqx|IQ8M!2{xY}>AUfq5skkZ}CbEKm?(`W}@u6%qY(l}JEbCyC{Il{d_Y z2M>oybaxrI2F}CBX~3r?r#Gq^y%8@hN5yZq7<$oX8W0}$*WYQHY_s+#jo54dE-W+f zmb|GPRJNY<)T{A4>eFlt_+0))gjdP1ddYiS4|bS`r;U_ia|gZ3g(m7u&aLvlZ*S;R zdwdun%NGPCL>6i66bwY95XL$M8K36l*-= zBw#b^BX|)TeAT}jDEl2HO8uiWig#lR<*2tDo~_J*6cVVF4S}`fV`$A^2(8pt2p%tIC# zEvEJ9F5Sl2lXes_yl+7PQe&BXb8>eJ9bZ89FpW;=&&M%?(1m}0Ae<(^i-e1+OLtpf zGFO%6&M8dvOf}tH>F&eLC9r{t$xS>6f89#!p$hQ|*l=BMd%pkO%wn{$Sg0JzL_)Wr zS~e_~f;UBD!8h^gUASMxY&*$R**l#UWO*JxBY!1RY1UC3qMOfo>x78^)kkN7gPRtBJWT zCLxFT1R<|8C&zHtlB8j=mB7OR;_#~k1Y7rhY4H7U1>guH3E>!F-zMQjj;!Fr>b*6F zm}}V=U^xCEhUXFJ#}W0!VxEU>CiT>VhoS)Dz<0{m1+I`#oTiDEz-u0hr!Jd<_;cQZ zvn&fD!C`)Ue0{!0C1aXC#}M{dJ~aC+^?oXJD$^wL&66p#d3y_K|D514Zgd6(e6{&Wk_~&I7U=B z&d%gvOo}zLk=1|nsO1r0K^3T9otwj%1s4fziyCAF>M z<}6Z3o1n}*&fjx=`lJK?L?#YHX~5Vo*OYn%^)cFL*#}wRf>^zVFUBVhF{zz)1cOtobKd zHbgP2E*YxVN#U?OF>&X|~)Yx2gDbOGRC6CthJ*cZ;Mcbo0&CuUV zW2SN)!arHd6t3dMgQ=%!oBGNjCuO^TyKv6WFAl~bjB2Jm7=?{Z2Ozt!BD;xPGid;O z##d$gHd1~)Vei^Vjo^wj2MWHpHfo>hO5;O?SD~k`lNxjNe9hSu5BAJj@N3| zbZ$>^5^%YJxGX?i)@tpE<=sYeIs6@nj%-Q4?}!T{`p8ryL75Z&pl}gEB`A>R{%W`s z+LdN_A%P~#xmIaom(!HH{J}>)r%&M@u~bC&KVA3RF#N)*Tj;+94ng|>C};$V zOnI^ja28IF<)*o&uIC38+9*c}TiZf{n$|}@$%*yz2qPY>ugU-;ypGh}NanEroLqP$ zx=HXtuv{XiC=xGLW^}Z-FOw}QvOEkIeXM^C#?M4~%P51!x#O1q?%=~9`Ydzl2SK6V z0N|pb(g9KI_GAy-)%MP7s;DosZ`D`SlYf(HGAd3hMqDqgbM7?p$1P#PO zQ`(&3uF$rZ6nGW1;tsdh%|g$5;BW#6?qyIgBZ22&*l4h31hIPlasI(Dj8wEfg>+oD zP~-FE&b`(mr6Xr8xsf!@5S5q8!w9yaTaVRZqVAEgcMYA&n9v0ach2FKyIIW^N(zLg zE-5pa9Q*cNzUm^Rgp43sn-*z+(_a1qsj#mXdFg?A%jCTugj<=a|f*#jqQVeWD zT~AX@Noq(g467_6t0aq6^_ob7$eu=SP7>EuzdHtoU2^cDUKT*g2S=)2eM6FBa$=0x zL_QnF&^1pP0cSe))j>8=g($<>DCK2}@1^!N80uyv!1(ky2mMJAr_T|%s3!OI^d&1r z7)v_97YJDlii}2@qN_s6KzAwXNS7g;Rt~+F3XkKj4x?CQ)JzBH&y4{c;-UyrL&En2 zkc5NIdRkRPlH95_Lc@&WBQpQ#qfskT(QBXG?TNm=`tZ7`4ZTc(K&D5^`+;cQD+fMUbU#$<)!l%?uHH~B2RZv5j=>z>FRm4Ux^2;Gi|*@FfMof`wo z!BT{&NUlp~yhomK?4_37<0Q~4@MQkOoH`zxcQ2?nai-EMxvh#}|4ydevecRgFAYss zJn`G}jDrv;LYXrXefKhHnjtrDT7X%~z#B%xg1p0)o<0nUP!P8-?PRz2+co?JibZa+ z{LnC?tMUEi8pzJdo2Np*FiKxYjFt$8vx`R%$2k9XC=a0ystk6~bHsb&Fwq7mP^k#Rx-XZLHQyh0!s?!0J@Z95R@E>9z(m!8emqQ5bd@c=k42#5!+|z4AP^ z?Us-!kH6fd9-~PO__$zt!=F7!kll)XM_d2_DAYDFc_bLNp_859;C z+whC3v<5uj3#_?1nTSmd1)C9&A}yE)bx3LP({z2|xZA|Qna2cy+5wChh_6O5ab#IQ)c-8*dMjL%x=8Q} zH64VOFmt%PD07uxzJ-Bqdq$CQcdke5@ifQ`ZJQ1?AO@YkD$Mb_l8d>xhV3Ul#t*j; zbITu#WHrSHDD3>mkWlrsr1L)QbZXHBV{EYl+7va2fJc~sxJN4J(>jBmynYw>#2fsm zIz`H3J|C`XW5ZC+4G4j=fc{T z#Xa-5(>Zy{Kw2Y$XuVC>j8jL7w^K4QE z#&O_iwvTPXh0bL5c)O;vz0w)%D!F0)YWp$)U18SQ+wsdMoQYsD+5;MYXL?O~9CC1f z?X?2sQwU8!H3c13Dy7fyp9ira*#eGq-xO z8$EHg=pnX?Uba|=lt`$kU#?}CIZzzzNsT~glSq!2%T+;X3Iz)%f{iKk8r#nz2{2Nv zh4Lv!p?hIfoJW*6n;K4{N@Pm)U*Dk6cVT|h8;WDzb26to)$FC!3*+?C_d zlW~)VP$;1EY*yUi<<*iiu+mxhH(v6zJ#a3&^12%I^I;_ zwU|qffDh&d_KV5?8uNN=ILCz6s@}-+zsP9at}d;~N!4>)QKf0~zwy?m0YF(n;p336 zb==Iw?y`UGMEP7XHe_Z#T-qXi}V&qIo7Qw>>G4@4Gx(~hdxklnQF;X`kk%FgaE zM%!N%qR9|h1T3PrLlanNQPNf#xFDG%tcISx=l5H=5kI=lHsG}57Emf6mmYG51 z0-wx`91ItF-^q3C*1K(g;rymnj|=h7XXDppAvxwEV&3h`ew|Mdg+mJ!nHZ^7-I5ba z_B0J%Rv$?d8O*ma5y0Uco!g%ZuY0o)g!*^&;fMWfkCQ9&7SopS`C)RwtXD4$^)$!aik6*p$`o3AyEd{pI-&FFh4AyY7$ZNH}W6?D5b&_jKPG z@62g$i_P>V0_|b`#n7fn^m#Za3zo?fE80?j#R%|do*f&LrA=v)klOl#uA9D#`c5&clS<#=QdA8MjRU<*OL43HAgs1gC;^~w zp|Ol0-GJD7jvHwa7*2Me$~?S)bTt}a3?D6Y)bnKDDHsA-xQcDT2t0%dP+$p62yQ5s zNS3uy6AbuTc{<#T&ruMxN$F Z76#RP`4k*a_cX`sunN@AJw+|@rX@A$f(oy<8n ze5%~L<@9(wRev;bt(2wZ+HUkG0Ot1gf7^x48HU)~ND&{^?5Gjm zD$2usNMZYZ6sy|&KE$qJ#0Vlm=_w=G%J64!f;db0 zk@NFVE{1ch9%TWUcBv|7ryAJF$1+7&C}XW(HpW7k61WvxGh&l$Li3TdP1uvw$Qk1G z6$2Q8dksrIe!R!>aD4%B8~l1b-Z>bqZy0Q$9E&voz`I9LZ582yVm|Yo6h)}1?}v;E zoZVt|1@a&EP`kXNw=r+E&Nrx_aW2+$Md8fn%xHk81cw?axeqTBt#n?&#NIhJcL{az zZu%QxiM5S|T^{bmGkXJ5;tg;)U6(^r&N2`_OD}W&U7mzVcRMY8$X)l@d;O}=h3N%O zJ(OsLV0}TbW*bdSeamVoD{7%^KLOpWB%sn52cn}Lym6vd6Rs(i}_1> zYLooryqy<)d>xs`dDI00NN)Gzkkv5ty8r5MB+{Zt@FW&trJt!?EaB%OMgGxf#qYBR zCbWokTM=-!a-9X+>z#r9&>BAp$x^_A3Ur&p-dKBh$TZ;Ic0cF;MjaV#usyl*wta!X zJ90z9yAjs4(hJB++okHBCa~TBjQ|fWC|P7&dJf{=BvR_{e~|oTl0uR<*2d`CyCnbU}qJDrGfBr6D3NrR@}jVF9wH?lWy{S27&V z6Db8CsNYNn0a1T8G%P}ys7RbR4<=l~Ety+9)i$q@qF;mf;5OJvOU0-)N1hTsoFLaz zdAD{2KbH~GsRHw~Q}}JZ#q~gkm(gOxWC33r)sNNJhtcWK_99?h@5TGcbp}&7GZB&p zs;IYL=Kr5@oKy4Vdo+CBrEyU^2beLu?NIU%@uZ?0L7+P7s+}TQg;*~w zVO9(0)Qh^Ww=0h;A6!q-Dx}29oc+`es3X+=!sm*l1(e$h$3Ed0pdiSe;u)MVyTD5H15)>b+ z&sF>y(6B}fq_Ijcm`r}IXUA8}WBl<8BhQj!{sLS$4Nzlzf5H4)>F$C2b$_>R>fQu_ ze}))Szx|Hrtx9{2QV8&U;>o`))*-@eoaBTG05n4tL_?y;v<`&Yi`?Q=MF8(D6c@pv zYUUc%miZVq)1&e4mpcbk43!bxy^5^6F$oLFK5`Z0Y21+&QJscg3}2_+N`yggLYK~V6b zmqDhK+n-^=y@s=V%5<)NGk9LZ1I<`0XlJV(WH`8vaURvK(;fKU_vHg<_#N-%$9cw- zraUIUJXAykikrNvz(y|kJzihJKY<0hQ!U8s$Psz()BVbk6M1eWI;#e$eyLVJpEZjGm zj@mM>jJ5=5ZRpqdv?|smTEyc2u_Vf#kaPo+iE-t1K7t@6VO(&HafNIQhr$5MwGb7m zg>M|jyi$#=q9r2eFr}WIq1(E>>Dj(f$#+^E*pJp&f>|vw@{S_^0S^x6woXr*%By?$$N3Ae*nGjw4 z!|;qX>(49WHj#EYbLX;z4O^q#vT(U%vNWlHaItdo7FsR z z-q+QqHUXRt+YSBgwO@vAE(>h|IS%I})tX77CcbZx_M>FX2beWbMa^v9!gPVe(u#rg~i zDJ5xF(G_QQn2#`4wbm30yUCCepx5Cd+w28F@Uo^MCu-%D?|6D2CYj2yeHRbZW4bdq zzRb^67FAh+v_aJyP3~zWV5FxgBA9XugV+E{ek+BmNJ>LQS=l@kQhmLQ33VomXTQJi zetqtKUhRrox3!{Ldk3F5jhNMBxL786$NRko)D*het8}KGJ4^@CpwTR{eB(n0 zXsb>VYbh=y^y1Y^goov>dq==J=C|p`|460mtF{|afYag^jZbqpSxWp-gvGh1McIdL+Y!mV@?E# zx|!1JlCElZujp(u^kO%QJmEV{RF@DgDE+dq)Vy?`>oO7Qsz0vevXhIc1 zuLF;re<370g@r56kYCaT*+9O*tQSmp5PsA3R;OmwPkl~8?yT+V*WgP(CWRlhK@b8| ze&Zdu_09#mJIOtF9&_){#Zu$4Ie4k2SX6m_cev1(x35D*t?`qlh16Vv4NsT4>lAhg ziC-bEs?p@Fd4CL?+fCfBY|`JJu569TjwIrW17RhEjZna(i$qrNsTIg=pcftdpBTA!#K}5;kY?Rv?*81?)K6~W!?(W66mL_i)H#_{I$I3 zsL@}ul&UF|1GYVN9~X(D97rMIJGh%6VT9Y`rZ%i`IhDOuT{M~2VlOlH7sRpBxk)W6 z0hY;Sec^@$W@*{w3DliRRCN^l>j^t?Kw4WJ?E4TmbnTl&n^0HCpK^A}Xfe6PNNmk3dI|uCFNLMhk^K zLfe)Uxt1=G7m72om%b9RCr-hib3ov78h27=6+|nb*{N{G$uS7{a97{i$%@_7tkR9G zB6^-I)%xc#L4A|MFgc&dPq^sU{yr4rwr_K~io2FB9@hs~6H)=*_|Z+J$G2D^pdmV? z!5BFq5879f4wxHWOIx!aiCse+RRV^)5R7b@n3oP^$L8YuyxGw!Eb>afm8o{%;VDPD z9-|QZ*Eore$CcZbEVhH=_zY5ZgXD{?8!1!uvf-bJO4@Zj3{&}^!@H93dK_n`UH3%s zzwRA@8xlrP)v&4q#TBnZ=VQFW1q_QMvodnf;{uH9#$=r>hrm%EC}&Sw^4jRS-iT5J zaH$wi{Mee+E=pA^w(-J(HlyFO>RBc6&W63ggr8X(;Uz*<=muc)adZ3uqo|8$?2?=; zG9^Yjg`ieqL(P@^#>d)_lGY$3ztsmT!bC8Ezn3qVK*b1kyGbz;Z2HIi@WC?!2j)<4 zRtdwMON@jKc^@Y^M@E7Xi?-RZe9!U>W1t(PX!~nM@AQlK+aq`Sw}AMjl@~;u!eQ zb}jwrde|Va?_|Q|8Ka!Z;`W#)7)2m0N5IS+=GB2I6vk4RM57$14br8NRm5B#uLiA4 zsRaSd3J!oAdOr~Ctw);raXrCy8W{Uq%(6#Hs9LIF@}4#HO6j3mor!)Ih}sYTljM@Q zJ1O&C+dD9grdQJP|LR+mB0j$hWL1FK&uf+8yQ~X)ZT6$GfcYscc|%0V8F!TFYBKxw z_E={ZP(mwzky7J>;eGUT*zc&#`nF1*Hy0+uHkCkc(OO|h#u@R2n{e}JAL`uNy9?v% zQ)^bQqUXP%ZBn*-0XScogPxz{lad_oY(KH@)1N>5ZUVk8?AVTXZjI%uv*jaCM-fk; zZk?ttONG#DU$+5O{m?A5;qR!k@sT?i)$o0+1QbS@`Jn(Q%d?>5d|J98<6Cwr52L}< zlJL}%pOuR@1>)XRu9#4(2+L_z(@OJ%$muGFEdzFRr&>ocZrajcSoS)@(Ij~OvxYzV zZnl0nDxXV}`nn+4j&y@b6#}g~1WP(hjVK*duE@Hb%jYRcTyAOl`#<`-HEmSHr@n3I@+=VT5n_KMl3n0Fb$C2Phg-d~d~ z>Bvu2Sfu zR_Ey#{h|NDIcKbK_FmUD=i|JjyE#@+cA2cMJ4BFtC5HYmP|?cBJ0>rCGj-Uc9P0f} zts4GN#Siu-I;1@KZ70cVDlWOMO5bhY@y!~Nm?qHgb>TSUN1aU3hB4C4e%{F9b?l_M z-6$lznM`*c7>W1IMF#s}82GP}+XrW;AaBE^iB*6SGY;yhAUk(rhISFvx7*e8?1i|8 z?Bx!cRh7x7vizoYx-y5o+w$d5Utq^ht1m{IV>PcDk&~UD+2x8!$8)jqw{~mgx`i%f zkH~MRo;1v^dDe@lrUraLem-vJi}^~`Dli-kel0&Xy)T>ALQO{r#Sb!%la{M=6Ejay zTEj&2>K176K(j${q{vq$66D2(yT2yLp5mUr?wbbZ8XJQW+7RZ(aF3hNx(>4!_mYbe z@BOavrgPWB9n4uEB5=Wj7UiSi*YeeZn6!?yj_aw#0(Iao#b~K-;SjTh0sI_P1M<3y z0ZQJCEY~V_Dt!q~x#$AUJ3d7$HZJz^_6z%~iR8@%kf7_7%5~S;RIW0zYw^Q_A^&cQ zJ_$Wm_rYZp3GPNxAhH&YBOi7y^Y4NPus-_#3|SRCTGr!Q(@nvY4$DsZlRK2BiNOI( z6l;2K$G4>;#AObYtD}&UhJ*9c9XfuIRn>tQ;H)D1_m&U)uSsXqG6yuOHDu+brdKd0 z#v)lJRwa-Y=Zgo9K@H@3PS>Ng&|*PgIEAFHI{9$B4F*F$oX+{3m!v7NZ*LtvD8XAs z{hcSk{EZH8`4KRfMqvZl+ETP`i`VJ$98Sp*zQ`m82=Jg8$<31+i_}G$naV7ytB`7= zs5ukcneqnz)MZ=CGI?v~0kJ{HO}4*QT^e+085s9Kr`%cc(iHNz2`v3OgmA})$T zSnm3H_r*mE_Pm}`atglw$z6NW+q%R#?<@I6{HHlSS}7IBZ{}@ED4GayqW}9bH(ptK z>36-P<&o-GWw(SKtn*$oU(et5*0#~U$Gs}V(m5CD_dLI5eRUAJ|5+5hJm9<#j`o?& z=1lCuSo0ueV(>F@4rMO$Z9h(L$gw(|HCrrsBP`Ncx3afoTBgi2?Js3IJph6U3wfEa z`frVm7u6@Yq02zLx!`nIdNKUNVF!&BQL*HHTG-v&{~G2CiMNw`j5Z1zf3qgUYAmf^7ClA?nds@3QOeNGNU{F^6EWgW0 z(LvIKk8sx{3xq-BIu%AH`;Y{3SEhDQR8V0&#nF8|kutDtX;l4+S$ND^+ikgLcq}CL z3`J#vyA@@?gR<^M5DapH^N&zZIUkooElgB zZ{Y35^DK5d-%lHy4-hZ6=dOXKJvMpL)7a=qNiWI)W4utKfhK$!-^Bt)+Ui9pI6EUA#E*iA8b5RfGv|K_D_l>xo#mhy8_jiS6%y z)n$h!GH7Ll=?Ihp6C;ML@QIhU>*4&m$W%CvndYQeM9XOsjf}}HdVhF6nG_P?a@dwR zO$;7(0(=(WWR+HzLmrQ9K`i$StJ^2DnW~H2=j}^SRpyP<*Mez(dbxGtOZMjdYmIl^pG3Ch?B+ItJ=wV4J{xPA;3=@ zLnYt`fXzz^sk(e^h+9*iKOW}1>QW2Y22N;z;tFHO&r#miq?7Q}`vC#Kn7oA@;Hpv% z!X3Y;aKCq$zpt9+cw8DW%dnncxO>QDjYn^b58QT^LWj-#GN%8OKyvkXK1%H_+O&g` zDJP1}^A!yUH6_KB`Qh=F#E@9yvK9}arvhevGou`65p=U}*6fQf7zsytJFsp)`+6m` zf?}pIw&hQ66-Pw{?gcE#A128ip}+^96#2*Rml1UPz%uZN=Bz9$#HyLlDI%NV>B-)1 zrf#WG(f$tptEiP*Q|NgfL`0;E#(?20n!&`SvRhn@LXS!{+MMZgR2_uc2&!BM>v+*X ztWIhXc?p<#_Iv-F#}`%p-KQQK!7#bF2ohs2ma&6AgqC$#CLCzH^K^!x5+ zRJWx6-?4J{f5!^z^UO45FF}p`BG^N)7U>7 z9QG+EcXu5}r`oOLnuyc>wG<%h+Fd@2wPHjo!D<2hAI+G-0Y}Z4jLj+pDEcl@?`J?c zHec@g1CR#-W^XT&%noyz;XaIL8`-&3D*M3XyTVbh0Vto!KE%tQ#XmMJgT5&sXW1uxp0&$l#v z$UHG3UjQ1n9VF}I(I8?o&^UreJG1kMm!x*zH^r@+<_ftJM`Cao>MkzI{n@xhKybQy zD0UTFM7bw8P=GT0EO!8qyRCCzWO{5_q`{LPjC;LSbsON=hBUQCe1W!r$$GC&K;{fq*VxOJi({I)bJjifF)!_PG;wBcotqU0-e@-~g<8_zU4$nc;Z^@o6-0~S z`Mq)ueyuP$lK$ZF*T0)_Hgk|p#$zHztRJtm=X+)>%yRZ;Wh-oThA>f3wgy<%#8G)f z`WxHzs*P5oWqv_ZO?yV?4JEf&!761)$L(?(BE$sg8X1kNCuB~<1^BQS8q|dL?&nYg z2EkbIljYKx>-b*%Mp*U9c@Ff!0YFwM(w)xdiF%rI{LeZ%{+4K1iV~wPFY-kkVupE~ zqaYqV4z|BNaWD>nx$({L<}myq>j>~@upZvhM`d9N#AN6p21C#c*J5;I{M3O@bkTlZ z{m$ZB33p02(eL%!M+l}u+yV@y4h7D@c@6wlqA88*jN5+fHJp&Mke+tN1jQ?vl31T7 z`-qc>YG{u5^Z?-Q&Ar?GA+ykl$;*~Os7xAA>QYxjPG z>bG+on%{Wsj6fh`jz|OA^5bq6{tS{OR1j#;d)q5X z_v?wf_4~T{E@DK@2V_hVL&?5b;CUAN%TxGE5tqlOB_8hu7*5OM6Enj_8^WCh@~1dP zV?(&?uJ&|2>*fh%`glLpXBrNyV6I^J;3g)0!kp(dA#MN7qA1S#QYrn-dAkV{!@E*s z_d{L!ma6#QBN1b9fFSC3W++#NX-`#YS*alYI+oKC>&>QoHk3=+)eMKWtIp;E+sx7v z!H@Gik$X+qA+BX5>ujdpR1dWZdza5jkE3C7W{T)lMH|8PZerH@nszo9f6aNz$u|yL z8MB|rg-!DzCtrzUJ1f>h$JY^Sdg0`9_v@*RpTp#`Rr33QXN`U$2{spQTC@!To=^xA zmFIkKq3T*mHyEWq`|12pf}7Ir+BXRb1=HkqZ+Z8C_cgvYCvSMa4P zxRS&l-8SCg^QI0&lzPJ-U*JDhK3bJjeBD$(qR^z1$3=d#XCTn&K&rrmBC51K=pak* z6E1uRa$gO~%w;55lVSz@NXE79Z0xFb88mMM?L=-_UNcc%AsHixoFGbV4!HIB0(Qyd?i67K{A9` z=9F3HlDM>0byeFcZ+hPO>d)d(i(Z~4`J82!P-^TXtI#&~-9VUy*Vfj@) z+DRhIOW~??m4u0qu5mOe29weFhiBbGV!GznSv94cll+- zE*|0`VCj57jVUR%fyo+bAw4e_q$3_0V7clrfve(N$Yj2qAMII|AAcgx;K@Rh(=Wry z#Drw5sJ`V&Bq1$yRDkNv9Gi58=J|a6S5^4kn4MU{t{q%*T0vkGNflZM*sB@{x7n8l zE6f&uJOC2Ib)ad`=eeZr5Ql6`o`8{8$Mq)C%cl6Iz4y!xcfV%V-I*r3BC5ZGDuUgW~WuqVMt}OO}wWON-fDZiLH|&aY6R!!ZO-3Va^tTO-D# z4bR|`RL0h6|E|!?D33YMpHOTHIdKy$XYTv~G2Ji0YHI~#u)I9qhx2#HojBMT(9wZQ z2wpjE_tu(0RpXELr{ldtaapj7z+oivs7a*Pysz`TueZ8yp0~*otY9`c&Xlh8zM)bh+%h{|*UOih!@qn1 z@N(k756^zz&oBi}TT1PD0Nm#OBO2zLMv&?i`6rf6q(Pcc=;QaPf(yChoJ3mXn%46T zirfqLO{2L5{#$Q}``MA4smonHnq^!n7|!DL`(c+?Qf^^#w*QCb=7RTj`?$2=kl*{* zh@>Q{h*JmQrDO1gF63g>l*=|^$E=P0N!lm@#S{l{ zyKHM^3usl z=NKVGfV+NJ6CrcY(Xt!--~_t;VTFY<(?}d>v20AiTzpsx(78X=LVG%!q$c|%b^oZ| z7`Ho&zuIWaUg~9p_Q~mp^!U&u%rW;*q?-~p_$v;Q5_wTQbtk>|pvPvjxx_B%&{&<# zlL5t|CXen=O9s)YBshg&l?rj3MSz|_oY_{2W@m3#9}EJD7`g1HyW~A5t!=iR!O3EA zTZhMk+xg5ni`;82`cm6ElR4Mmi{-#J-pY%-LbSwD(Q+>rH$Xix=C!6>U_U8xZv8+V zN}HpIB7$c8lQPT<7Jvb%AxQ5D*Gv2d%IvUjEztcsTJpF%OkIo#!pX8p*}YeI)JRe% zc|UnsHymj{6+(}@iWGHA{CEt@xa(&tC>I>Odan~Vw2By23VT9m`;L?snm0e%X{j@K z75>dmxz^ow*b{dtAn;++*@pd1Bxxr0D#?(#m{5N;6|S{lf-jgc-LCXRy^_Cq5QA~9 zmFw)WSWB{r)pxn1+fQ`#a0%|AlZfS?0fq36l8Q2HSyX#~&#qCzc1s2Gdl@!TGobze z0g=3Z>|lQdRZNp#wa5tS97?coT@-}4)|Uy<`n%v0vCg+WqE-jWq-$!`TIGpY2$ ztSMvWO>mXaf)tDc95dW|eAQZLhxcPg<-_QneD!R-usS3#=~RE`<$j0Nt09=#SX+$L z6MX__=$LX6w0(2SI{*24X;WgTsPSILL?|(~-nPCLS-PK2M8gf>0cU-vpd>$ckq}RZ zD(y);i~;ikd2>Pv0r@j6JNxS}R}@>|1y#!6u-XiTw}Jh`#Nhd@692O{3|^I&MX}yn z*^^L?X1Fk-cqhCvYn93pke-&u?W!r~Vh6n_i%?(8jAHCvXD|;M4p2$!)3C#5w#$Vu zxy5|$;JUc(evo_F$b>o~!IxvAQ0J&T=1TSw>nGXu&bpq-7x(Zt)CK{?f>@krL5YOI zD2h?SY-d5AI2W`3TR6^}i3}9>OGOF98Vky&QawLXu}FL-hqG!B-@L>R* ztke4;$qr}d(yb|Tw?3NJea2ud`8|ja#)I3E?`|ru{8WYmP3rCjaaNEXTIWBge{y(l zeH<>quVcI6-(;r)CU3!2riUT-#@mbwc(no3frPP$qkN%ESuU7e{u+h1m4$L^FSBNwi!bl ze4QdBWF@Kd#3c*p=i?!G>5P4!jb5_P4OfwW`Duj=5bn4r8rObe%lLrvB>V zvpXdNAz8To!$uIJw?Y5MLVTu^#2v97v=duZB|#w2rnYbY$tSn6i8jZ*4SnEMadQ$ zg2zetK6mYY9twUH6;$zR?HR77br@?H$pdLjT*vw^Q;%v-uRb zz?62s)4htL^t+k>oeBHWZB;w_*`$BTYP?(4`ZZ#!6$V*V#sr6u|pk7b} z&z{FSPyTkWOAfO*=sm4H?sUp&g#8?TGpG=xw`0`Xr8 z!CuS9F@Tep;F;8nxhk+hF^ss^oZlelTz zoY&Fms(dHb&9|p#vRj>W^*=#4dzLGkVwM4KWfs?gdL1FzfiVI)pa0qx`Cb)1pFt<( zdLfZPuo^nVa{eKrYcb9h3q?YvnvtI#+S z<0}PvV)hTb|5_ZDN!Ia>TB{j(aiZ;J{cH4%^M3Aj1J1xq&cmdGd5(nZHSYTb(dTZX zii4Llfj}#zZL(PraINRT>6k8olWsV{V|gUZ6H1E^!HB%Igb2>=FMI)x^$kOF*Y`C3 z$DNbAtZ?4!#|eg0rrm!JOOd6Aww>5ya`>)X7ZP1cX(o36m zo2^bP?5r$i^;K7;os33LrKbzEvjv}rOXU?>Z$Jd^iIlBbI}C*^_)%aZ9$ej<7R`Sc4Gj~M5K&4R`_|hM!S9gJfoI`UR&KV@1Krwr3t!C_eqxSLcYlR%N z1(`IO*!tyDA9}F@K_Z~F zt3@jcBz-9~fr@6i2MV?fM}{~Mr}XFk(Ohct?mDtz002M$d!sB~%o8GZ-H8G7Um?z5 z`}!4z$g*gQJ|-BNn@8LpD@Wd^Hpbetyr>p`Lt9?NK%@(V1kg1Ra{1P|US^62dh~Yh zJ>7MPD~4=_{o~^iAl&UkY{ZA*jG5a!bxEdyNA>VbbBWB5Q!>e@yp6``IL*L1FTED&|<5Y;|<|OY&SpFsa!ZNndxNgh0zsr|Ik)3mfNO zN4(u3m-S_ybA41=jZyn&av&qy!=xC%h!PFl|KBFA!H6nIAjS3ARt<(lsOeEa)L7^m}4&d01Jgl zFixlLA~+OTT03TKv$ZAob+X)3d?js}3Jb1aUD?G@zY!6Gicd|W5=Oh+^Gcg<-?5OZ z0nIv)7(O~6u~aHsMg!^fyN!&G!6bv+r~B`|t-mLV&rC-ASP!s^;*rF}qO2kglxP(O5vQb^UyR9&yNH=XxkY@M|S zI2L*WT3EBqt(TFp;Dg`SsbA-sBFkrYALAzQ=0lN@ipJ693VR(yC3RTo*|@zJ(;sSm z#t11xDDCO2t4Vd-PmE{KyG~>EK&aqUu`;fRQ!5#-mXcQeyH4 z7K1sSmtk-yPyli|SdREx*6PJN-Zop(PILEh^Zj-6BJB3Q@t2uw3s0chnO0K5u4!VX zu<^;=X3H0uoa?x2IDdpJvVI@Ne?Z6^oTMt^u3AW@5f#Z|2#BvL=i}n&rSp!HzH7o~ zJt4wGV(RPk`%@6OJ-(0hQGZ)dBl6>bc*Ny(;W6~52_eY!-Arcx--E};B46^u>-}$= z-`KxoP6w@Nhx-z*v`9vrIn9_U0az;<&dZTtTY(gr;}f-|p2qW)>dH|t9MoFP6h<1$ zaQvTk$A!IU=TVP!$hb$PsbLa3A5W&!%zddTsyU{O5frvC1e3(}j`aJ|kGA^kc=)}t5iwtd%UV;M(NEjpt z3@eo`A1EjQGlr@e$Qjt5;f|eKw*1F89N3NoGXiRc2)6k|-`3fUF3kmgHi5n&o!KFV z4~zdF28ms8lB`RZrlyf5VAc%pDA9p%z;Iy6UP!aGqt?JE1#9=5QvQ z#K%KY+#hHOG`>F!mwG0v6grcil5{p(`KG=fX@@tKGH+=)bT3=gsJ1=o=4JmU=rwEH z&e{(Y+B`-HoTnJoge=@2TP0Z+AryOQZiD^wIuV2-XltRW z&nGd~{&qB9iKs1sjh+VaC0t1iOOR|hlnz!9%cOo)d8WEVdreFb4X4F#J~y!}^b?FZ z%v3_!i8QO=|5t=AVhrIgjc!-o_0b@#=Ph!b4eXG*iDqpGCH5Gp2u8GAh$#T63O8A; zU+&f#6+*cx5CE1gYsP5;bmwDzl78nEzmQ2#VTM^-MunO*HKs=}ww`!xCMYi|0^v{G6egI2#*hnZub6*TeU8offH`LdLJL?FmZ==TXxu5a- zGQ$G-oW6V_26a6@pEzdcax5@NVhGxO_yM{IbSS(ec$tICJQ+Qx+2id|-yYlB&`kBZ%jF8OtAaY1>VVSftcYIx~s9Fgd*Sw=$NJ;T5 zU=L6=z&FlRXo%{LM&>QWP({Ty`;f#O*zk`|z`~$s<>%P+d<>C#``@K1K`!`@ypcX{ zxrfA@Fp4_FR-gD8wU9TDN=3t&0`@`xLe`cu;ZkA6QZQ8QOk{2N#*u%t6Y1l=LEI zP$7bcF1;6E&;lth>X6#@%IfOodMm}nCzYih=p1Euq57ekgH+MlL?}lei&4ewG+niC ztx{vB(O73TSyXfnD+(3YF0$X%Z1z67XbYf&|cJ3Q0EI1EGU~6-3hmeeJlxGUGHeJL)$}6wTY4sqR>$ zIrQV1NlcFJJ!dPH(fR?zX+V8cu$iQ}=;^;uB&OW-5JVi(_s;Fh&}D>%gnq~GnkhT{ zK97%7UF|a|MzmuU;xQ&${PyG|Tb+8LbH3DPx89osSeo1XE=P0LJT09il{}j53uQ89nB6;`~Yk$U79E_8Xa)FFFwr%8l9K90-1OD zQcN5OdvL*+fjR6aRMyOT;Uj~H#pQNBtG2aku8zYWm`>&ySTTiY_;}|fY%~;`sXO4O zT?BX(17eJ5a#l1(4El{{sf6mO7AheDiY0fO4(D<1db*G!UMjTFxBqj15O-h z|CkcQzg+={OgN#m{R}3A5X8jPFU6qhNP3~RC^_2WX7CGkPNVSVBF@lVHq*TCzkbdiIZi`V-T{Z1IONnXeL4Amrp8r@?gF2-~pZEpaG*S&|ML6tll|(}Y zOsPWl{BuPwXEQNZ2b(R>@OGY8k{Adar!D#iK5|Dz%a5$O991Oc)uBuF#iRO(`TjzL zc&{S1xByR(T)bGX%|wNaLn$KF3Njs!UT}l$T5xi}ALj#0F_9QqlH46=x)Q=`2|?cK z-n`l7*JgsUMCTmqj}^bnz8_thaMro@7i8RTXjHEpl1t6)< zw2Z4x+u5(az*8CO&>V2A@DDwfD)AbN_d@MonLp*DU@c{CdBmBVmh{1G2w3MB$VeN~Q* zm0Q5_l)O^Bwn-?bhlG%7B!MWTb@tH+i|&f=@WKT!HLyRt$SO>#+JR~fkdWaf5*L*FzJ48 zAZSGY#Pdh+2mcuMAS0DXAaJIkqe?xy=2P{SsWh{k&A`gooQ>20*7T}HjyYmoW&M*r zq_B+*#;Jt`0=KQ95N!CZ6^1JP!smE3e#PEI$&jVd&^l-pS; z-3jRI$I}Z#TI?tymOHYsv-C32d=qg#6lAEypE|ooAF>h3WCq3mWdgPGFU*RJw6zBHU2(kNZNChmydo69J?QT~N%GLGk$Z(}l zbif&^NDvGMp_|i=Zc@V^Gu6DBuGY>d7VHp!+EC7rytE4DHn=AN0#lEgtC_4UoU8^n zO*1^oW;l#HI9GF+hj_Gl$uU-iT=7E=dUzQUw8++E z<`6K_dyPAP=FqZ>da5XtqHat#AK2S*~&KeJ^e^$KJ;jLRYYYZ_iV9Rn@zSnNs0CKZN9V0dL>(T z6rM6f4RcuYuthQw#k38zz?q}aOtE(y1xew{h8N>zB|XrH_l~CAbtiKEw zT$<{oy|`_=tRiQVN6A|u#lupP8Z1N^_oELZc49TnBOMfbJQQz)%{ZPMHn@IxJ6uL( z!{7+zZ1%V8N$)`-(vWkB>P{LAvV#PXsL#W&6Hdq*s6_fL3I{?`>#)2G2?i(!2B$iQ z#ZTeHM&dAaE)`Sc!kH3*;Tb$xKo03vc5*ej?Ii}pl1F4VOpVFq3FJ_oLx-M%>X7mn zngjBWk-=+-aT}AyYO!;E#9EW>>Wi#PFcIo%aXtyQuy_i*MD`R(Nl|&7FW1;^r^v&B zps<6k^9PfY2IXmH$!T(*GSZ1kPnnbqG2P2W8k4ruxba&^0>e%@^^ z^QnlH6NT{y>BEp|Wh^dnV@TjTM&vf2;gkZG1Cc@wi4v~(L0I50qZ*?}2dY5{hlV-~vKfh69TOuY3;@}CsNq$a zYoO5ob^~Rd`mq4_0}S@UkbW=+dCX4YZxo8i?Jgddypz}VM0y|2O2ZYb7EA=$3Lzk$ zxU6CZf%PC>ic#64-5{g{&!|{OL>u9eM$Qw|F`dn!)cl49><49Q`)(9!?%t1wF=4|u zDboMnis&WwC9Uc#ggN|Fd61-+s;X!Pd5+WSD%am+yDPYjTlENVpjl+VMJ|n-sMi z`cEr!E+S^28C9hE9DMx_a9PDha*PYR`(ADN5&S)dO0U}cpBvfsUxhn0UUvIlAi&Z) zU`MhAA)RMH9R?|710hT!$~dPN_fw3Bs$^|udJ>x*Hu&5|GY1(Hb7CJz(c8p#RMyHaRhsAOT-B`JEbPc&HCx2$@-LwE0F*^z=O zy^VOdMp$g4%b`A-FRJ_*R7TU8ko?u)6iR=&j?w)Hg-*+w-^E-rb=FFBgI?MCXu43} z?&*rG`I{aOLg1y3UfpkntRE9r^cKI(pCuUUd^~<6DVK;fh{782_~3C|ZsDnBiLJ)~ zdhOQf3JvDx%DT94*>t7>TtYR1DyvF;#_kw@}GeSOwaS1M*%+>PInB1Fe*T#Otu&Q@fzdM#by{-owo8Mqqz zuO@t06f-5c70=1^vM(Re%l}McB-K@*MpGzLnu!9}Gq8_Yb&qfxErpXyqVe`G8aNib^E1EpKwKsz;SYR~e|PkL=Q z+bfIGF_pG&seMm>td_K0Ky@%ht_>HRloU%@=1ZYn2)5A~`9a#+bg7$-*Inp<_aA#=n)oVL}Z^EDLcPI4`&jMZgP$CqXL#`e2T_k}g}Tt1zkF z`+h(GDrk3%M<{DhVe#J0H$~lEdiB|!FI$EO?g{iX+Pw>Vlb&iwymEFLo}hAj#4IX~ zxnx;1tmHXJVSB!j;K`zv;LF6P{)(An;A%@JvpLd2f&)pgauKifQm+aFw*wbfK2JMQ zJ%;I}aydLR+X9?i-bUM~{?ubgAyNo&f%CZ1XnU}9}J___BF;uJ{ ziFi{nN^x&}!oR(SAW$`g@Kex%p&4nrTK*p%aQ!tGB%NCdIEsicRRRDe1V~Lhxf`h4 z+Dm;#w}bvZaJH)!f$JI8=DpHro>`g;`1V!yI6oWb8jnVi17uC_peO44G{ZuWDyj>Xq z&j8T6<7N!!j=BHO>_IkKtQ`NdVyWU)KZHlZD|p^bWz|W~xBLtAWgr@dR0oZ^(NvgI z2EYbPlwY0-PR?%b^M1Pf*1HI=%E|T8sV&EB1T!gy)Aq~uCA5UM$@~1RB!{N)6nX$9D0Y)?b_WPF zn!vyqhbCnV{1@@EG$=&ef(U&=xD4B5#I3&7vcEbZBFuW)FFu}p{vuczIBqPW=fNpm z)@#ewd_!J^wPRh*+-)cpnV>ND7vrLY6n*Pqpi&0#OtaFCuqIr^ITQY}x%Ax0ZN83! zqO1JA`_E%8u_!SI`S>Q-B34;h-I*bF#4+l-bLNwwq|+Ub*%IOaVkiUXx#75~baMyD z+oW!TgEtbQ+!iHdAW34+fQS&sA?P8`k#KSZrrs4cs1YDf-rHLHUO?*Gc zEkT#lW-|T%-W%~-?tPnm;5uz+YwtvER7%<+55N98xxNLRx!FggN{3m=+L$RgktGPk z#z+suW+j@*1(G?Vd3AxogS$O32Ld<+WNVWkJmw}#W(y9XN2~rxC$Eu(`bF;)P8te_ zZ8S0|W9b??;A~wwis(2=v9XUEX7<4g%%v0+x;-WBMtA%HdRPd6#bj_EhFOy~VS+1D z)5*9V@dv3zuTtM?Bzq^by0=Yy5sL_NsK#9BMhP~(&XS};ITul40PAqK)lv3_NZJR# zp>y2@(f(0`2A$I>VKM0G?-zY&KBa`PwjL@tb~kyX z5&ivP{pI|y?4w+EmDyNe3+m3I^(=W@AuliZ*({|SZ@|Kr9|%T}ujTFBP||?3h1~Lk zOW=M#Y_cA3;rm*-tM=6zf=xentAjb;{kzh3m<<(vfM*Pt$GRgY6X6B`_6xvWvO$N$ z!>2tsM3{#3Q1-(82aA>z8PmadL_C8t@4rh{x9A^e7BRgWRye6_3iB$GC#uM|$R~Hg(uO1pk4)vGK0+^kZjA zgHSt0k{S*`H8p7-A9+>jN90o}jtZuw!|uV#ZD2%Q`ZF2D&KSGNRQs@K9rM1R8fOH} z^hEQlhM>XO4=LXB^)dWLsYaj)Z3v*x4}!;K08W{7&$op3#S)Ljv#?-k4o>8va}FUSUOaQ{GMj1UESdEc<1kJFkG#u^=2f5hN*I zP15Thl2TQ)BCwKU7<7oiCUP$tl+b5#&xUVGy<;w-rXblUbov?8-;KGsH-Iw2Qah35 zj<+c*$CH+v@s~EcYmLNeAAwLl)@yeou zs>%1hKYlJIPr5fc{o1L!j`veZtKqt>^PRY10trLuICvLduWfmo6V>XSow|LlLdMaiR>k^rH?09j*GIV%_9*z4 zB)vpy@_$$<9v`WMO7@S$iv?&bLT!nIQ;B;&7uw>gJ&K`meIx&I=KjH2i!B(TdNIRi zPsD*PsAs<*Z8O=t7u0;8P*vAdW~6ve{P|3^wRc5S7Gdj!3E;2*lL^`EZ9mNDi4+@L_Erfjee?VBB5MNYxbs1B+CF%9| zTNM31r;8!P5BbPdAQ*!3U= zsLV$cwsML%3D=uuibIWdhtx_Nv0QTP;fZTu^1aN3Cpy+(1j-z~%>pXA-#7+`7Oj3K zS~A-Ls&G(=L)7sVRM%z4&KnUmC}E}^+|$UVHtRja+h6MAon|2s6ZOxb$5Dq}z3U-7 zk_}?NQTdsP2eLpmS{&K$uy-gt(3i^*%~bVagn97LQ~X^{TNhf@Jm_ZT=}XQDQt(jX z_r1;tOk^<>sAkH6kh1%cD3Xl*LGCJ2SY8V|T5U`)KVVj0>@+~2aevA`!hyWM2i$(l zZDH~Rv5LrgD z{`8}W_+ogKU7nPSir_)OH2*C1BDn*Nsi$;?0*o6b*-4v{y%;J*_`l*>NcC zY<*a9+d@JOtzY5nkW-9@SgD5kA45pCrOc7TN~||rY(k-&(HZ;N>dXm`NN(z>wtJ|p z`M!-+1B)(#R;;B+03s_?MtTGnE5&-TREz$15dO=_LUzHb@`y0eBx{_Bjj@gifrCe# z6E+x}-On}&YZK~uKih61EC`Z$0+hw|8RNM%nPo1tS*|$u{k6U?_9M1K=Ix7>D%}+K z_$o2XX;$sVXTMF~MUD=7$!n=U)06I4I_&G~20q0b2w^Z}Bz4;H4Z<)rldcbcwv39Z z0rS$pY=k^+p*SU_*Hchrcl$MoqDnSu>Pwt3#TukDF zHf`IhFIMCHlb-(wHo8tB`I`{;(Gw$5P;a^)W`UkE97*D%UTk><46m-l2IxKwg0ys~ z39Y9&9Nn!<2PdKJ<~+QFR9(mYdmyW<)GuM-m}EoIMx(Et2W2K9l+qLZVUAXci6U-< zDw(miWImjME6tRd77|Lxcoupt0Io#o{Pduy2=3OS#`sfBkRY*;kciW|fodBFg7HGJ zG47E@aLO(1?>Rj;!8j6i1o({O%Hu0_zac!`HoJH(*YoF@_vO|$mU;`B9B2SSy#36Qc6;xzpo! zkGISelY5Vv9u)^FOqyU!<>piKtS&Lbno`5VhezVWz+fu37SOwQwr4e;C_N;%I?UyR z4bRw+;|fj)1A``xV*l#?K|OUu^W-e6Li#s*$87##O#0w?UoXD+A~%dn84iX#5F!EK z-WB&|*oxira()EXZOdj{5E5{z(MsDY*_Y2uKawU%j4zfUGJ8P_25$&~bUwEI znPp{VA|P~e5~TH|XNyWu1y_)xg%CeVt~wbEcd>4{>rwW%a1G%9vtQqy}f8jI^?h+ z*Gfy2@3Jz;Swx|ESsDRdS$<_b!Sw$$94<5j*8<^d=3jGZ;nJuSd7U_Qf|zhpBPl{y z0>)@3i$n?JiaQAy+6a-utkH$))U$iA7mAIa!WJ;VlOUR7RAXW=Lnq zd5U7m&xKCRI*K$3c>en=>v4?zXU7 zRLVO(m&J*F7G>K8RC@WBAY^wTV8$KZa~L9%m$BH|Xt#722xo1Ym1Dc3GTVYOdCg=n zbjX?p51tk9Z(vY@f`LRc%4u#m?yB0IO*mrVSl7w9lJ; z@-IH`Ker!nP{#mP{lu-yA+Cr(OaHK`p(u38rJgvXR)Y$jzy0yI?{0nfs(Dx0DQ)9= z-`c*lCu^aipIk=BAqg?{Qbtr?YEf1QY{~>d!uU6g<>x2$O`1k-%vQR|D;7?VLoA(t z^*wrmCDbJilr&J%zz<6UP2%6SUE8kMzvBGqDX$UEn7qf2AD`DWDVXL=g(k{y49u-& zVeWzHRg;;~gsaTiFgbEv_+}^0p161A1)@ccC`dk@nGr&$!eKK7`x!Gk$G~h3GtY+~ zXtg)XS`dab*K1)#t zj;06Uf{c#5O53V=l7dz>QICWWLsP}p?DeHf=3J5txWG$-w*Rd^x?V4`U7G#y^f@2I66$nd~rEA9@kK>H#eCnH3qlF?qX+~xG)hb&v3dO&Nvsd{Z znq0r*BI@(}k)&%y*8rZsZ@zI7f*a)IA`uPHClZ>F^OGtVI_ixmBS9+|ocJl}i#>@p z)GN>`Fx@p#GPS_QItqU3u9sFK0D~t)L)`%L3U(%oHvsBi0=Q@PJyE&l=$fGGTEmzZ zW|4r$odFV;c7#jNT1#Daa9NX2Al=<%+}+f?kOg4B83fVW94AEC!oLF)m~Qqn}2ap$ipZBjF8KYUG%tpI5iO8iKqs z&)HsCdV2BGQR(a^;b+w961QSPQ5T6Ms67#OTg;biZe1Ha2Q%Yw9(cv>uk8f$y(se-%`eF9D7VR?e~`M~);*5HcoF z@o+d7p>d&qZGT;0p#OlEGZ1ZH13!Lh!hei*H7*&$1Bdu0xccbg31R1D+1n6}NqoHL z<6K_SVMfy3#9|i+FiVzs-_w6oC+{171Y3kJ*{x!DtvfKlTbWy?!^29^XD9yQ+cTJ zM?XoOmarERj0F#P-BAG#gBtEM#d0!X!voU6kG}EnAB-|9OGvm7$e4_rHN&Ve~!ew!|5113vuRtJl5sGwqW)VXtTe(}{8 zs}8MNb83xuis4kxC<^#=cvoZBI=Af5%|o?@TZ=SFb%9N#!N2+F=6-7%y!V?|-0ZM2 zt#r%rrfMSVMMVV19?iqR*%R_RL^?*GsDv`HL5eUFF~b8yf)rNP0#b~_3KE2r52r5F z2-y0y2N7X$xyq$`Suo&|$s>JI{eKq-`*MDri-paIzbXB44VYWL;n|Vhtn=15?ml4gKh-Qb#)UQ(xl{IhFeMtm&EY z+&NPYEnPV$TOmF6ZMv^RFKdEwV@zL(iVOfGAW;tnMforP$1lr|mXFvz;+0LWEI+aQ z=fB9_ZZJYzdcs)y1dKW&xCIGp?S)Wp%(xHR^y}e6K9GDA%y|eNrg;>jqa|9&mFphp z@gM`m4T|=NMiBfE3J-AsQV2d@+mRiE|M=UF*Nc}tH9vd$F?Q|Pu3fvT_xeA5y4G}Y zU$U<4l8>Li`qi(jkisSkUUqERs*|gJ^t1Hd<<3uhFrR<(`Q0_yD-W3_3k}x4V9jI8 z9uwp`8_+oe#Agw*#B&V8Ok7VtgknCj7=NUFPF&6=7Z!|rmtmkaW-hjiHBdi^95+cw!q)o6Kq6)oXxlfAgY@)u#Y3x7hLUUN zUmKNPbvGJ;8MFooLKJK1zX+8urFz=KAwIwP#W#*bXd;MU|LB?Y!6`NZ52IkrFjix1 zLrVnGL9QM`01||l1c2KZ4=TOr-2{LBbI<2{;2|Sa^0=RMJ1CrPeR*Phd6Y za){#L|L(M?Zc(SohV#no74KQy^R8ugT{{2LHf3$D?D~6KN4PHEr)N~cUD7~F10@ZV zH1MaafeXgJCcBB-CVux+)uh#Ys)kPzb8a||$}z*5b7OutW2)g)m?FWLB7gkzAIEEV z>GsG@#RoaGzcOtS*rA+_=zOJ~K5xM*)VI&CTFuTa!Lth|4EZyY^b28cLG@ z#LO#vz#Amki)6;pAWMAcw@GY!7%2rA*Td9pw78f4=1OB)1u5LA)Ojh<6N#D zIgpqkRQUO7V9=@yJP<}Xa@_$)2M!(>y?yj$6_@3rIn>A(W_6(leZj+{JGAVj3!*p- ze+fAPGNo2v04NYJ{QA-fJwrtg61G8Vm8+B>@iTOe5Evc9l+KSGGiD4YHoP@5GDma= zj}2P2`fRLv(U0pZE`SYDY{2v0uJ`f)(CMa+u6gw6*GH+&FvI*^%d=CCTTE_YE&kdM zGoO~PedZ2Kt%mSQAcUtseS8?uX8-LN?Z{c&&D1GXvUDB6Bs0#Axi`o25Q*c z9#H`J#3YOe;lz@~!T z^|pfd@olZQ8(%o=febJ|-5!M@kVq<@dFB}fDnc5ca-7h>yu)G=c?|n0AxctW%5@@;?Rt|>*B77H-MZ8QPh?Exed=jj-M3yPtwO+E+TzVK>`LmXaW=3@bE1Lr@I_Y zV($+nN9{G){}V(zPtKk(-FoY-fhzJ+{QIZun3iNKX`rNmk_NtK4K#^=uf8c;NV;yx zb;nO!c&pL{=P&c1`fxuu0H#sVhpA9m&f774N7!o?Hdpc}OvENiZ@|Sg*Z%#6gKLw-w#OC4=Ae*Qrw{bEtJCn_&6gkVpZ*_ZB7bf;fkKZ`;N``Q(#$88h5nF$>?x zjBlDezN>UX-JrGwdZqt{TmRAeg}b&9JgAz%Z{6ngqjM zbY(p^{27iqgaCjcM<<~NEKwKC5*q;sEzyHQzE`ucQ0NLJ&$&ua(F&Lu7+ZoGwTK z9K#P1O_p**G{9)dP_!Xd{FsN0F^UKtBTYwy41@To6~)jk_B6rSe{J^CdYAGp{on2X za{0?07H5&;q`FBu5)cUqd}t4!3efI6xwFX!ZEaF5KTwW6O1P=&rc8BrWO^H2H9Bf; zUw%6nQUeRFa6*l_bre|BN+nIwEkOWFb#--f_RO(XCD>{BqLXW+I24n~NpgLXEJ%Om ztxFFr#W_L94ja14aug*sG>>#%&tAq4(}&XJGzL<4Fti~>AO@1Ei2z1Y4~C7RpqEOd zsY{Lup$HPF9`65eVv#@CZj`&43Uvk4-RmHyWC=fLDNqF-kbpUu1S15FcnScs>WiEK zABJ|96Z{G`jT{$?!QpTJ1qgdE^`0kvd4;u+Q zx^aUt@C1_1o3f2r0ZT}S2FR{#t@f%V*}KfnCA(ws9r+H5J8SL)Njh;fPH4=sub&Yr zl7&U`kdV}Vl2IWl{S4XtB&mD#2h%=Suwy~_p7Kf4C*3{f53dL>NS=7%2@e6>$C!X} zbZ0vW!_>tzf?{JVEJ%l%p4yPDSvR&+vw6*uj_GZ=+spnV`$w)BX|)uLBi#Eh?_a&U+E{fxGHB!= zDTg4@U4c$akyGbReW~iDD`#KXd}j0ODy|!`Zp4W%(iop;An&WWFVy8g_(vbL`@Hz= z=DFEuzoGJm$(57)RriapfO+uv`sUYt7fkoiJWV2s6Gp*v{isaORCEzx?EIwOozR1$ zpxbR(x3@RFed~v}CiCkrF>CipQi^}SXJ@d4zNCSY21*+E0coH~{A)Gpo)z_Pu^m`* z{#5mcYRq(+Qg@`dbQQBdZ$aV=aQuGz+uzE;a3eV`0J9omUbfkiM<+6ZghMDAGRbl<%)BO0)4HFMh(i-kNm#+t3$GPL>n4F+D{PqI zw_t-SWv1p)V8#rtMi-ujNhn@M~SG6Mi)k_)pJ$`u@)M^8;ET z9J6iAr(dLQd{F@np*nvod?60lh)LNda}O2c)%yYDM}1W`4Z3EA|to_)mL8?`T@p|96|-2m5za5$IzAdXu^aELxv0q zyYTR-o%aYiN#Ud)!%1IkL@%7c_M6}QMkUCVhgOD?+Y{qKs*t+FW*Czynvm61S>^3}w+RimKBP*JJiCtE0ElF7iMq7thZ3*f*hH>k7* zPB|CdCtB=HRfuIcl~6HpNQVa(PB0*+0g%B14Af^9!T3QYQG=o$lP(Nb~vWD8_qKuQGPb8b)Y*Ko-Px#eC4h()FkDm(cWoxl7&r*(7+Z7Tjf3HOY+l9o=irM>S>u6-+1QoHN*j5<{ zn8Oh6OKN;H$0Im7qA{33VinsAQsuo+B3B+i{CJ6ETD_)(AS3o z3~vOXG(6*!YAtD9^#X}ZQjbxzW%+H-}>?J z`oh;SFTsFGY#3lHFQP$$!W$)4hosb0^=(=iL zblAWQqe#Qv8J2h$Sl=rOwt^h^EIm{KK!o1v-BBqiORr~L+7#L(^|5e{#HOi(XVRC- z@kVu6MIAP`oz9)J)mytkFe6b#6!Kh6&7PXT=8|{#bM{E5S4Q-@3D+6_oRfNP(*LSb$2Txd^CA=^ zv!Q8`pTJ=VKS5bCKXPNFpZxSE?G~qR0;UVT#jjhmzpj1nrM-iPS2w*1r@0$K_;uus zsPQhFl?w>{jQJfxlYUJ73TAwKnt}mKYPf$fdt%-Mtw|SP)2fhqW@ z%%9N&If_u>Bo|pPvphEy6>BTA=gofoo!2K!oG^azc*kaj6nSp5U&WpZQ#qdDv0wo? zoTP(afx57yfP~lF9H4}a5Gtr6_r#hfa)f!I=gOX6ev`!lJV0!d4wJku9jzQCgEC*@ z#T74x9%@$Bwxg(@-3pt_(%GjdvDeQZ#RTq`icMkPGYZ+Sj6@KoU` z%(Q6HqIyHMP38V{T~u<}@afIK3YE#^08su;LoASU4q6Nd)W&=>((1W|gh9}-N| zXjM;GO)BMaEhyvGPkrU2qj@?0BVwWfnv4jDmb!H5;$aRA0DxJmoVr3-KNU1lBi>N- zQzhy#Ce=W-_srf9zvC1OT3PZf)HuA$PD@?zz%CBb@pQsKv<=HGwpY#fD-oKhZ+ksEB?3tf1^_ zqJgrqGRIzd2KeBEPUTBe%a$#p@L$PCj~?v?$Raq0mhB7%Bf*%&Bpp%(d8tAfSD2~$ zs&3%=ff1Jp?O)pR(!R6%ut%;4)u~HgQ9N;UA%Ys+-OaGQb?a6(f))uBwUShFCy`UK zCQl2EOk;^A!S`C0z4V=K1Gp zrY6Z?1FVbT;U_#2#`HA^y--kfpvp%LrqoSw^1!njo_%lUdwY)VDc@c0ZTiO7SCm~8 zU6ypoPvH|O?>n6y10GU8x$en^E*~_!*W9wK<=U-lv4<||E&-Ph-6~)nw|-vyZo{mU z2D3#C$bEdusK9NPs_ba)wCNUVN|NSD;;m&r3rU>fu5d}=k`D7aicvl#lL@4*RO=Eq=AwK zN*eeo>Lghb=`0fv@4LHsDAWf9XZ zYp2l6sGQMbL63_TT$IXEmRvUfvW{~*cATGWvE$G5s_EsC0t|va?v?@`&{E*5$ccj} z=8@y(+3fB8P|g5{3ajCv&Dc33*VW}8Uf%ALc4_#4Vj&r~WgI5M(-!hTh&`y_!^r)v(*TSZ@tF9WhYFPB0x^rqU1A|22G>ISBBpArcpbE6A334t?;Bg+BpSpvw zoW!rDA3PHZWB^0OMuhd*&8h3B_N?f6={uL+J^${-2N$3FEH#B`>O7lHtItGCVr|m+w{0>|FWO`x1Z%J!pUPv(l+(zE}NC@e|8QSv=EZZ zsK5id5^?AaSDNt8y~jD7P=(4E9;in_UroBepdbPBGZdve!vPNIz*sd4y~+9fseX%r zA?m5JiW@j}M+hf+!7tGs9foG`tj31l~8NTu@IyWY;sS4i3|Y{$vZf7+{WMahtZMC2|~gI{8L z>OzQtXbBQ(@zcOaaenjF!ov&uuj$WWes<%tYfh|j9Ra93P?>*QEl51P_TkfCrSAn( zESz}ey)!haRZ5IVE6#q|_+Kn1nI!gM9vHpL@23H=(7R?C!dB z1_v*G+uU~q-oi@JixA^E{rpLBCL{>&lM=a5ajx?!KQiH<} zc6|`fc!LK|9V>TL694e=!})4&dI^thco)9y!nUnmZvL^nfz;7fj3cEemqpS9Ay9l(Q81Z5hQ!S3Rn-6#xF9UDcBCB@L7`P}0C3 zRRc}p-{vMb4YTwk94F_Eh2)EiN2jJ{vZ`bHgwrgyE9C@XiY@=C;V0Z(O*y z^4_YQRqJ-F(@S?q^nwir>I$C|C(05gF$NNH>psFs-0~Q)q*A(PdA2(}>5)1JY3iCe z3E~tC>n_JXRQk#>PpGHYWS=j2sqCdT<{{>=jm&s>0=P0DX>K< zUNP#&h7>#?&1#&w(5IgYsN)2F1qQ_u7^n!sb}Dhs+{yw0B0!}Qyv+s<&ZRm_!0f9D zHmzjWH<0@YA+)*xz*2}$&qBNp_kP%MY4%(to>r0T(vL1RB<^|Vo;Ky#n$Co+6Y!uT zRCsU|;LyNR!COmP<1Sik=EYlmz%Hj1){e#X8Ts8E8CJa~gduc(Ag zQYIa`z#w;x>^`>pma1EtV0*mwaZzyN$T|n`1*k8+Ntcq@5o2*Pp>4{69OlqfIP=OB zMPx)Hz#;6bTe8gO%4>=?uH?RRvl(G;n#PM1RhG|BwETY$)T=BXJcpC5oFL3lAb9pHr#BLrQ*q$V1j=tX;S zDSpB{a%=s!01BBbNPEUxxw~@8t|`IBl^J6YKl*!fX~8Jb$n)^jUwqFN%GI*ud;6i4O|rq#FwL zn>41a_Ee%i4a~aFs+&dgv|-%V9jtqB`GXA|i%&3KS^o-t=4%@ zQ*C(H;dsc^@I%5OG&!1-&5}^@4I*BUpZomWjJg?jRo~TmQELl!gVzt<@!1Z2CD`Pq zR4z^Uz~*=UFbv_Yz{3#=S4X7+He%983ozFaB#j4O$=igV8sNY}ceHRR2w+mY6gIxfhfp@S#V4b>8~w2DcD;8$32Xhm=Z z!=Rai(i32w%>0%%i`twxldi0V(n3t~a%FkEeuno;nN$Hee&A#aLSb834qlTo7%r%v zc!t4G2@+cEyRvT+&BV`#S3iv57#mncj`t{$x2URgeH?OYd0Jui6Ln1^R%S0XcV5)_ zk)e;g_5NG0ta>GIdW+4+MkyRiPc6$XP@ya70-+r9VH997 z_`mtlH;>dll1uR&h3hM>KYIEo&9flq9FurJh;Ef3nfqsoLF@t*%MVyL zV8iJRE@u=W5v&DoqG^~_!XuZ02Wkney1Khnb-SQK+|8o?&gFOdsOa0<-@bB5cJ}Y| zJ=0T-7e^EkLR}$(%McrKJPU<9ZIjRinL0)8r@AHeP;q+{{8l`#aCjEZ>I!#cQAoxNOeJpi@R=mr0Nf0TBe7a&4{0`~1fpR8U1eWi<~P4_gNmzFTugOr8UiZ7Y-5ZmX40fdRHsIY1!BRnUVcV*q?ucH&pcyGLu1`K zb$r{QZCY75#%(-Vf-|_)-O$B64iUA}+tp`;zz;x2gTxca8y7YGyq){NuH(CmSQn;i z78o&MGpcP=C|g;U2fxi0G;2OPdpL|Yn{5Dx(&zypDq^n~{6vF9{m#=nb3wXSc7Lw= zx%P$jQR5J~!K(&mt+CCxYj#70mymYyf(E~J0=ElIZuo4kTO{J3o6 zwu!yBcVs&*UR(TH!_;r9d9m+^%_G1QWZ98rjXx6*t<8rtPtSrbLVi$X*L8g|-inpe zcTUG11=9J$D<6)^Ci#fl%f!-qsmLIpFNC`~vKP(S|o;{p@9!jfDo zidwH+oVxDK<}^!M)Vm*cGSANrYdwDEIBcY&9L{Y-+>m3{&z`I5KU!LJS8|@mZ5{_c z9MO;$MM%_OiTLcupr~WRPYLrN>6SLQyYSNwB)I*5*}D&DyNl~y{6}DV2T=q92~kZm z7!0OkibauW#$XJlW2#L@bX^Hapn^~bBq54~gy=TdPRu_pFUyJj-b+@p-t$W0^5PPw zJij=3c}Z-?%US==x%=F?Kb>=K(beT5(4KYI@6MUovuDqD=J%Vur%I^45TNH65tyjT zRd26~rP?;B)iv|YYh!O8yZNNXxWQAeJ*D8(PIBUgiJv^O#wzL>CJz4rT>zq_U;V~c zs|yQDiFj^#;TE|Q4{loBgL57nH*cI{y=`fH__c@s@Z0r$m)PP)ekD~vCE{e~r+f(z zKb2RG!A)6&iwzYQe?OI4U)H3tyY0i_5hZ~#I!d<;s&^*TH_$BPzEh>_XMqhp%LA7J7Z!UP{Q zhzThp;-LwTK&S%Bx?i@87Y!>RGL;KJ$WK}mqjnzvyyLl!KxT`Fwz%Nl3ogFq;?K&2i?=)Z3TS`%mw%~UF_y!GWc+G%T8^h8do{4anKRfW zFZ?~htL1wFNAWMa>@p3>aaC4dJMDSfZMTgijpyFolcXU}{ds@)$EQApdRA@U1NOBI zQ%!*@4uaO$RGCj-e9Dv;6sm?`9Q?_z4RAb!(OQ&+^OF;<7K|DCP=}2lg+iuW%v-S- z;-eHisuh`3>|gw&F<=XP+=5IX0j4aQVyj4eD-4O8`{cRHURx##=O7??*s8F?N^%}i zo-$P&pg~fISmF@?&f3qjFFbq0;v4p!viDAtcQV#G{+01x{Azs;mkW`A5KM^SRUJ2b zTtK?n<(t(ut<}u1TXh58j+*84U-`YScy}}prK=;->G+iqHzmUD!X=Hh#K%2!+(8E& zRIjoR)V6uBF|B#b<6UD}F{N)Ab2;%?E~nNvYix9XV^hGs)Aj|I*XM;VzTnJfG7P(S zSZ&8TOFV1NH;|;GcJB0Zy$)m`2>}2S&6qqImCKHUZ1f|eCrov+Sk1nP;r9%WKufy= zQgyWI%d4(fdc{GH9b|0EEripbpYE`-vSa#yX$O4r5@Rkk0t_2p-+*J(;^|kPhPkX4 zzP2zJ)-PN>s`KXMQyWXW9VEWumHPCwjY#T$)QQl& zLoK0@=$A#&h(f!jI~cM?Npp}krc0v zWZ>kEt#AZ9a-pQjRCuVGJfXKxxoI`>BC4$Q)RNQsq>>Shg3%`m4eil1v_**@x}mY) zwtN?3l^SJZa;p-kZH0qe+yQEK30nonXXWcF51qMMl?|IP?3438DVG3* zW)26i5KNBh$dh1f4F>G;uPk5i)`Dlg@(gLmkJ1dJLLdvJQx=q>B8ln%h$Nav$cZNxmVUGu zDmrsgT?g`VR~%9D!c(T0P}F%OR6x^YN~f~?M1$Tlz?YG%gScEyea0>IwU3fqI_J_T zwOd3lTXdOesfDjDl&QS5vA5oO>!F1YO;|o*$yb+r?d|&3PCS`B8n7bB0!m~+iN7Qg z`iX`oWR`>scNv9Me0=06IZOguKc({O zp@D|h0&vM~`z0X+Bq3q2g@#JuX9O_}o$Ms-*-v(jK^a=k6~j1O(UedFNzhZZ~( zf%XDx4BCcL7&l<{GK77dv~b@>fe|Gyg&H?*obd-9Y_)CW0>k2RjF%{Rf({|>wGw;9u zew?G!WRtZVC07uB(3NS>+b7r0PpcWau&BGE@mFTLx43hQ`c7x|b?4<@4T3LJDz~F% z*6w9bT~_;q4@&K`4}8|!R|wMnU9VNuEPNu62qXf7 zia?Y7tBWb!P4Au)=X7Qf6MA7Pgf5sL4Q@h0U7`OVe&btjT)FJZ6BnF#`l8dPzA^P%e^^(aB$q0bG`%n< zL_*3K4%8dmq@}!x!c75#KoUZtq|BJ5rKebJ7)!{I;YlxwvQTL_WB#Eonzf;t9(3(N zjqX06hzlPM>DF_^es<1hEvVDulOMyPW|K$0FrlB|+$nWqc2(A)!^jC8JT(N6}$IdjX3a6@eqL?S3?Bicr`xI4GJZe6D<^>u?*( z?Yi9O9{XIdz2T)B{@4HdUy6^OBx*z|lE4Zwq>>TUlx{{Ifm{J?_7k&f&cwa6w&67! z9&q;o&V*sGs6ItdiiRJZ1f(AN}ZW|MqYH`mg^wh8;S^savnwz*bvr6~ZtB?I=`st(1d< zQnRPRJcLFxW@S`yGKC(Gj69*l7DIW@J@?>A7_i`Pl!cK6oHou}+vKgPDxZ8)Yredh1**@u&p02(U6IC*iZK+ST( zNn*snM6=gQlzf?T&wl;c;Be9N7X?qx>2n%q_&DH5-ASvMVO4pBzxTcG3E|`t2q=qI zfj=1(S$H%RO;_#6%ae_7ZGcHz#_z{J?!8^z9ohAf`An^``PZJ#j?O=md#BZEhDpj? z@P3W7jA+ySD$5WJ&Z>r0= z`?r7lkN@}&R=)-;903lR^ld9{Yls&@c0QR-7WQ*s$5Z1}cF+Y}-USsc(|ADyio#I7 zl6Z2mkOY!EIPhrLS_RLKfBa*uNHJln1v1bWzs4bht>V-(?(8_CT;5r*D;Lk6kJjy9 zgMdThro?@N1 zJZY0CpfbMv*2}w2ZtQs}NvtxuW6>ST1qxDm#@B#IB#hUM->C?(iKZmv+5F+noj@fO zU^Pxz@I!!8Yr)X_2*3qzEofaDz5AoPzx38i+N#_o{Mf9IHJEpQsA{#t8>PE`$@Rbi zvS(W-%1QpfR#{bow0{Rx^-E@nKq8O`tk(!M*}prF*?H;IP)=g8u zLQ6!fFUEmhBsSDk`qhmqZ!9)o^s_9oC2uaddHKyQhB)KNGah>Bp>KbuzC2GB%x5~7 zr;O-h0?o}a(`c3Cp;3fFMOTqK?LBlH*Och@%|3)mrr#G!8Nd)FeN|t-;?)&5EV|+R z$In0dfz|gqIbUkKTJ7f5l$raN+%KV0(;LYXx|UK$?jeby!A+n{5rdk_!4C(4kTGRL zyv>i@ys7v=xOB;-5SAPnB^Ey6fkMq9!}RU!y%X?;B8Aq<@@hEQzPltgjxM=1$M3_lf3U^TpBcmuv#?eeQGk2T~rapO-~1y>^vJlAF)rR0~-yPSmh z%S)z`sAV2MIVHtGDR>AeL?sf^i(^>eAO7JVJTd2xaq_apAcS!>&-n4MARxjG=BmS&0rFucU?l{4>Tbs!cT|-qNd;%g$tk&9@ZtOf{;z-i>wo|Ee@9EmH@DeloAVz#KV&$0_R00acXC!z)yGA1l?7nc zGA3RV&P!z8A8zV}^HVz)?x`_r$v##+o_Td%*GDD{jm=h{Ks>OsX39d8iyN)REbs{@ zoM2z}lqpjH?pSH|FF%j$d}PQFPUDQW3XK3HzUtbu0V1HOCYUHGSi<8i{-=NXCvVUX ze((dsCMW{|)jI#x`Q^iBi>7&n*57HHkH6 z%7aIbspkz%Ll3V1_4E0!K7ZqLH{SB%Epy(OBZ?|TZSbsX)t!!(B1iPPdr8Fd_<7Tk zn;Ly=ugi4Kn<19gH*Ks}~lT>j+c<({T`jz;f2%iroh%{{p?m5N0Y3Ora? zofyiL6Hc$7FH!Jlbo?YCXXqgam;mw>$Y!tYQX6sO2)n41mu#$_f5 z#t=|+8089`L~>EWdF&!oM9wluSpc6ZyXf^ryF9W>xBMM72a!GYrN<=E7$SW83ELkv z;ixfF#>7u+?VeuoG`)zZDo&22Em@Z5HN@{)w0YI<{ z3_}m3z)Qm61{p<@os1M;r4Uk}$yQ=$Cu&OW9AVJI4W*J&AVWorRvocHfQHq;ma+4f zs%CAx8i}Sw0IVd@#GF$E;t`B# z5QaJNqNGsr`WP1Y#V>xr5DxJaO+^qJD@8UO6FQ^G`Kz4Jrl@!CJU+ty}pwRy8`+qUhQY`599*-f@F zxpuQ{+qV05&hz|q?!RF^@9UcD#j8(Y-#=o1Wdq|`! z(uudh3SaAd;=J(~>`6ubH5NSGaM^OdmjTbqY5f^FI~l-rJ+fzV-qx)0JdEfMMJEQM zQs3(^y!YI0c@>jA6Hbn9*%w7P+`UHmO^&XoXiYV8_TxA@k~Wq7Y_#nxwu=grSOIkp zdXT3_kft}V2GwtMHu$tXDb=2Fb~mU5s`^`;yW({TYV9V*Nm6y!N)}Me)Ml)uA!{Yj>M_O@aSzh(oV`rE$-Hba=16ny=hbp$CG!wOiDT@2QZY?W(=j>Bw>6dDj8H ze<=Ou6njHN2|*8xFig=DT0g3{*Vt-#hE$`gyba5ijwh1@A&BqfRHZ0Wx#~-&(GsF) zcP2?$zmwg8p0*4~r`7w(k?2a<%MpOcPd$Rp2@qnM3n)|7LaCBzGqRcentu+m7XU*T z5hsIol^xu_kN*_+5-ggfR7;?pg*Q@-(Busi&+*E`g-TOgxeL)dX$xtK+OQ#9zfW2? zc_9CB@J9E(&S&+3RCb&)ist```Dj+7QnJf*i0q29&r^InBgsw^PNtm<_b|Du1_Yk|+ztbuF{ETMoLsxDxrV>b2NN903)Z6QsFE2ik z7c5Y&pWQMl4rXNo7I?c4EHi)4dDi%5GLb zB~9`#dj@e@n$|kYoV8SEk2+8|=2+PgQ3N5`zYvlCjC}~px{6)pmjy@Ai+VAVb_d3i z8e+*H&Ld2Q%~@K_c9%v1z7oE&nXoDkvDT1%!FejfB8sP>GR{*jPAez1*a;K8-j!78vP`Oawl&zL=0jD$K~0r3J6WC%6Iz+Y^w zFMAaGFf|wulxgWHkO8jUk8dwsA71;ULmjibqOngd6S^9clmsd!EC$(JSHa;9_PVeF zw^t%vx6lUhZFPT!GlaEeYvQwHgD-o5eLZ;~?!8CnUj6bivVTQHfpBnM{UypP5Pt$%?yOHaT|3*4ls`_KofP|kbdPU2|vz&#kPxx zFALT*_(u&L$pVTN?uFNB3i>#%4v;lcE4NSR(uPOcR4!Ij6T~d6=DzY)v+a19*G^e+ zyY3{qVX0mSHDe9=i^x&I+W~{4(9ZB`JeO`y5D+IJ&X2#l3+V_md81qV8euEg`iJTK zYVV`k_Ft*WU7q;jJHUXNbFrTwPwR?)V+3TYd8o$krLdtR5S-m$nw&E6^4W-f=Be1C zi7HD=it+Kpk-gz0?t^~^@Uw8Wou~KLGiSrui6~ccoo3wXx`w`^3Geu^pYAa4&PrsK zh*j$WgI;^gq|KZNvneInhz%l11W1JKVJayjINWq#ge?LKH;;dC{1Mi~d<^Ron&*X3 zqYu?Y6F|L`;92k;_sgrr%qyjBqU)f;S^1J}^-;A@2EgS1M3K?_g~W1(-q)-~<@Xe| zLhbKorMT|7o*TcJ9(?Ujf-I-d~vJEjp6IsQD?tU1)Ce1HZ*4u_@uXg zy<{Z2lh)JE6JJW0h$#GB4<-b!@2`Tw_SDyLEqD2ZFINd^;M2I|)K5dprTC6w6(V}UwlwRR^iI4FXMILRD-KtCXcZ8kbhJ82Mfi<6pHM-;c zj*`iik^N+oMCqw+7RTYi@?ry@v0b3}+CoY2^iO~*j%$mPt*s!d>$;{PMD!@6;RiQr}Nz0)e+9g?gwW*)(E>K#a#3 zB}838WhtWkVa`ECgCi@>FDlI-$6nE2A@(T5nFgPDavlW)1pMy5KZed+tBQ_wPKQ-A z5t`78c~`w~{;IsJ`m&_A3HkQJsuhAQlN4G^!kk(#p&=!bF)gkA1^Q-o9UlAW7T+KD ztokkbBd{HR5Dt;~6EQI|HLFstcvk2#?%s%rgT&qb&)> zNPeNw1H~8}^Dsxl@Ev+lapM0{vOOiCq7!ZI39ABXm?7x)nZl#Rtp!85tdnRQ87}fc zFrR%mJHIPbTAxX#w}(tsUQ!49WQ0P-Gf#F1;@!*swdpsPN5xW|LR<_!fePH6`XVu?aHBxKo_cm`v4!;Pd_nnU4Ev>fI|dY2&c zGGem2b%egJ4BKm@80}>qOt?Mqw6n7T#Q-m}01h^YhsRk0^920&(Ygev@o{>Vf*elK z=w(tgSUzn2APs#?L`~w6=6*>B(coxU^zXipeE#8!#9wzvD`dPki=68e;oB6-4FpUf zFY*Wc8WN2_p%3BaExSo%mJQ;)Xxj*_UsS{{Me)DFDK!4-O$geJi+GKPOwDT^(D$X~ z^s@Cim?ya)(3-~`p!r2ou^V8ait-w1h?)62KysX$@`Rpt<$X2*{j5T%?s(v| zyeB%9yW;EST4JkL%dGBQS6?0Ik0RG~Qx3M3@blg^>?HBG4-O~D+4$LZRD{5H1(gHx zcwR#lGWYJzu`pa#<5Gma6)yqVdPS$o``kP98nOghPm(A+cy;Hp9*ah*n7A{9;0pu} zRAc0{AAT&~!_O@L{6C5^)=_*9t4?D-CVAIjL{3o1+yH1d z$@lO~>EEPEh;vm@Vg=$27`u!ft)0%;9SBAiC!!G}Q%7^-a~pnQ&_MNus*5bJJpmbx z$9XPfv-F>ahqH>DamVGL@SGk~3eH($20zuwa7qH z!Gz^{q$C;m#x0LlW$Bp<9+G^^3s#%%ki6yIsfR9UQfNe?XNkWrrFQO;wp-3FL zw<(`PUvIuS;a>V__A($dEciw~<@5*CRl^0_H4X<5Z+sDrpe7U4yAy}MM7*l+4o36G z7#p9wMis2Er0ki8*(FO+lwvYc7Ar#FsIV85y;g<~gZi!;7hymqJq|_VJt^TMMIbB8 zyG11X_psO=R*Lvc$G{iZKa8EAE~|a-HG&eho!1VTj3PIvK&r&N{YWAmriywO#|^C)Bb=#@f8*PIS~7Q~SCsu~{W3*KLrIxM;0g!l&MJ$yhpZwu(0t{=e!{9W6NZDDmh?qoT@C>*T$)A);aSg)Hquo57^$qiz^{Jc%X@^;uBH5O7M_ z5vLx*?fq^$B~lV|F(q8Vb_)!w->L67?Yv9ZUlq0aul{~Rw&c2wN6pU8+l41Xa`xRu zmSx3DRIR1`g>6VoDY0i~|N0%V*R?Dd*81WYXgA+9MA9Qy6j6Q3$gl|bFz%t+cVggc zGMz)?fiHlFvmZo}y8iivb)Lhx7lt8{^0qUAGpsvJGGYf}qa^O_e68A-UQ1%{B52&Y zO`fIA@E+<$KhhKgSDAbCxz(sH01>qJ2r=<-g!M2XZN=( z(r12ow;_ed&6SYPKr;(lo2ps;8*Z)=^a7>8yZl}f3OX8lrS2t zGRY4CZG-QH2L&0jXQSkQoxsigV`-H)T*vh2!Dp+iEpfSaN-)b!%{`{cA*Io%%zR#* zZNpr5x%tMCkB^D>D*sj7?cG{WV z0&%x*GP?Ass=dBOPB3UTZXRhI!#hjSoTM0dJ?+#B5P&@x-I(TgXb6xOBa6!PCuyuG z<>QhUGX*n)ExCq+>s5^wOwf?NA|fL4!~Di84akj9uh&I^bh>m@Ws_or_5Zw%Ese6$a`LZ<~!B}FXWMDSJm@ZHxBv@WuKi51tWW|J{(Dv53b z>S8w?xtDb&Ey4s+NM5PB1{mQo1b9D*1;6$tmlF4$;4%N97$#PvJ)n@L+sF~p;3*pl zF32OMiw$t%eauN|Y{*thdZiST!l)z`o^*<1FNg+N24sNdG}`3Xjt0X8<1JyEhg4y< z2bEk?-Qj5C!;%%@DL)30#k=d9= ze9LAgE7qN?=k%uk^Y33`okuT98%b7GrTO;LbbFI%7Srh%z{wbXk3pmJGi%Xs|91@q2wj9k zBGE_;c)?Dta}?uD{{`P%lYX~dVVPMu5t-c%BV-CmLoVqfv(gkxXYZMYZ)WT7Ea616cy9k|_2hP4iz2vJil+<%|oz%O7E| zuSwd}@0%!tqE}BCjCCakYg!UZ%OhtxrFP;iJmZkbu0FG9#-Gx|2M5bHX7l2oOIh0SNE>4Cf6NHknY&UP+4b;80# z+fa4svNJP;Z;UH0MCPNMi-5ScZ4>8Ob+zDhWlBwn7k z^=Na4Dk77pCOgYmkzL+)wbo&@HvY0gVxlZ!;f&#C{9&H`&H6!J7E&cyK38G7bXW5h z5%9a+R8+>H7j8T=lEB#XZ>=g6_jE{p8Vo5l-|=Re-u=aVT*EuBr}oa_QRzrAHT-~i z9E00kUbzW@03^Tr@;{dBG^I&k6q>VR85TG{W-+W5b8Bubv(L%ccB&A!c+_fi8B)&U zoX2P5K;QQ~>d7L}>905+_c6SJpV8b%c{(*~e5zAgy|KI+Dscfw8fQ5LE-$p6ESRRw zzE8>fm!fn}0E`;7wyIM9Z@d#OEuBLy)9G!&{1_D9Y)Q1tsX;OAIn<>jdrM%l`LJk` zcI2WV!Rynv%R%8^ICWd(xyqv26O`o4N_foYQ)aQ>nF+I>wto98))*m=*{u?J9ae}) z(d5$dat+ZD7}o!WpODaCkGJzvq4g}e;d}r)1zIT7zmgCVcnn3!oNIYbMBa&{pU?{; zZ4G^wx>wpQfkBng&b~zNnV?jCM1|ifzO2Xj$)J=Oh{R3#C5o6velipqnn1}hE^{Lz zK#fHUn{YnJRjvZAs>@)yt@$(`dsjo zFe%d&fUP;`)|&|J`sP>3$kl$vaulg>Ks}0p&DT^G3#9tNW#k%3jQi>kX>+8eL19%* zKhm%HPX=T9OC6}6J>`%(+{T9fI}XF1zgBk=`1ZU@Zvbo=`vRIys>`{d1c2)WOI)u3 z8gpTRY5q@hq;&CST>@2_6vjP%Tw?b`l7XJb^=rb&<8Dc5K7sqz*LmB;7MSjfA;3KX zo~G=iqTpUP9JZ;vfxYL`Z&kkjfeI>N5{Y>GVI;VUAW5XNKNQ*jczYvTW9)scgs7{h zVqIY!7w29V=duNd>2hLsOJqdu#&hThTOJJKGx-kWzfXhU$Vfeh z4D$lP1QoiHt!L}eTBA!h76XoB%

    P7%w5V`%jZjh)$ccTE)i!cV+S}=T=J=Z{1-r z&jvorljH*EOY0|bM^{+wtS`m9HjwXPg$Sr zLX*3$stS@-@@-1C_qbpSSbsF1<^->|uh{+gVpv~oAe~_XQj1jrOK^p-_?H&DxK3Y< z9DdA6OuUrrc<&8LyAZ&q=V@d%ZMK`k@^EMkL?_=-9;>IUm*E6h| z0d{B)V<%pkU4VpHZ&T#9_m|^-R=#*~Yd`kLV_^KZs*uk-MF&vZWNqzvj<50|qABtH z^MCWYq^^6<cD^TFu^spdvf7tMypYt-y* zF-|cC2%=F+v-11(DqWcPn1smht=0RSE>JRs*&8Ul*SEQo~;tN!EvJ$Tb zNl=Jx`m-SSYH7!mL=5%Zs*H};aFEji73by8q;<>B+(b;<#Z=2LtYE3LaK_y!|WnUyBM_-vjeemCja)Lmj|>6 zJ2(oFOE-fa4GDhP}-q z5C<7bo8ouM_Q4@2@o^KeK4=xGP}8v@0DmV#t&?JD<%9}uyHon zzA7x#DGIm5pjRn26&@MKck6)8+WVWtDt8{(!v`hDSH@l9&8~MA)y}(iN|&Uqt|1CB1>O$CMyH&s%*HeS4!UkbwE-PuTL-7XJ3`G|zd* zPEH!M*rv_ID(0ua3#o|yyEfl^x&;lrhx!N0)64Zq^q$4@!{k67^n#W|?1e>R6pO~F zZuDm=Wi){$fAmd|jC=|HLZ(K+^W-ja@PUbwzC zVfd(#)qj}yI;Tv9Mh(MLHc`P*7WczTg+EsOd|%e8mTfY^S41VXm~^@lh*!lM&j@Vu zH}W{>iDppDr>~_bM!EczTz4x-F1+vM#ji?la3Xi990{}Tlvp^)X2>V*cbb}t^m4@S zUdtyE6k8ggvjOmNO1~8&2!qiqz5nVl_Nxh((rg8P!?BrQ$tzRvmqo6kQm2nY#TMP7 z#Xuei)ENvZqBc!(nj6%@Pd-dFQrz5g`{yV$%EMGvrLcE`2Gov* zt(Vvb0EABi_bNdUEj9LgVo}5`_Cy^#ti$>dv6_yu?asWpq50t`Gh>*cCAvg?QpCyS z=Dn>A`oi@tl6E?8*gkA30wf#M2`EKWq!1)-zOa!3c@2auDXNa8XpHh0TfOKCLHeZ( zy+H`Wl+0ihN?8bH1yIqW;FV|@HPUP9U{=!DCDXry+uv19O-^O=`%{;~I%pg2+)IF(3n9MeS?TYwM z{}7nE3*q^)3K8DTi79^&%JwFg*$tB|2MS&kIgF4CRupW{C-*Di62<&=$9$jr%m4Pjh&kO4y_n1o zjnp9J+Sj=~q~B2ZUd<)!7L;mt}{=xBDV##CnG`Kb^TTk>|X)K&Gm^3~0w zNe-|-Wu^U}e74;x_!xd|igA&$#Y{C*n(Pz#;ZfzY+GAI8&?8b@F z4_V0Uw#(J-`pQtrFR-%9XrhJ~f<#RMPF_AKwrm?QI6Y2#K$`Mf3%Wz?8vKE>l2|#w zp75fiJW)lK%F6z!O^5;x0a3*owUb0Py>27Q3UN=OnM#bu>(3R*xk!ibR8tNtzdL*l zyVj#3TlCJu@W^yi8Uc=sX06AOLhVHeB3&552^gw0xF6j`Ij=wy|I|N#`0UrPtF4IQ zq`F49Nvt}4mWc05X;N;~Loc#FwGtaK<%8c28)5-BP)veG0e(qpbFm`W_&Ba3jL`qi zxH@0bF-(5JsciV%LdNSX5E*~M1xLA(6Bq4+zbOn6zgCoa-0Z6fEYFWZ zd(IV$Y{v3GTbhci(zooQMLyYe+^J7WjaZXbYLf%B-t@#j0r|T#YIE?wSl3 zBIDX(dCk;KM0$f2bTuJu!`9h0QTqN-KSF*;jgTkpcic7VEFe|R_0P4Yyvc5G43>$- zpyUU~q_PbDqIQpO7o-zC7t->9Ya%R8{YwVaVHd?vmy-(U`rBO}^h25mb+DJlzi)=x zFMPYS-*X_=_x14c7zd8Ww4aDD?G9C>jYnbash5jF-hitkU2&%=)Ayp|fn60Nt73uu z=Qg(W)FTqe`+6uDF7fZ@Txi4THjrNaq3_FHOI>&#l&jyzTPdq80@vg3@jv&OqFP}I z$4boleJj}lhF6)uTcQjh`-(LS@HHScMEyq}cnIWqRC=DJh3~?*>S|bqYOFLzSDss& zdTWaH;?x!Im12!PvodbLCSWXQd0z8?L<-`x$pd1OOd=MOogAj~$%L)1s)mWkOG~;_ zBCB)FQ;72v0z5JQ(c-Mv|z7o*35i;u_!YovXdbNzjNCl z{IxUJ)c}V%(&L7Iudm}pD6vjBw;cRF`7H}Dftnt1<#_Y`$o}g>mtW&v2)s^Fljdaf zS&#kaetmr|jpn$D4LY9PU*e?W>J?Eh6vZS$)f^sC*}ovA-RelJbz^=VduTBj{q==q zAor^^F_x;&V~-i1#M`~i1DO`NjV%^a#sb(uAni{-Vq#&+Y6hvPfcOZPUFTJ2NZaLe zKU(nO_++wT!piak>D?Yf%Pr_t$;OJ{*1%w*3!N|)XNi2f9&X6bU)juwae_SMl z_(N5s_5*b>Y-Y-gM+)7-x)`O9;JwYAiyp5hmFOg;xr^U>%4+4`oa-Gd44w+r$RkrC&AcL<*tw1*T>HbIR|3H7AHWocug$@OUEzcpgW6CQb zJH9gt(Bp0k{P@~-3EioAbf0!!w#OcJ3Jdc<$=8Z@PMp>HLp;IiWn;8pws2zRh%}>wbTvggMjL7olXo zoK90B-3``;{IW)+Wtq;qhAZ%JIIRV2{6@&nNZN3YbWJAVj~Rg#h;LDT6vKDFScd<6 z2p^rFj8cvYlhS?8@A42okR@|LyX6uqb|mk%b@c2crG6nNW_xog`|DpCV`b9%u)U42DV7%tcKq9J{q0^Mj;z*FRpDCu?f$wDiVjTb zU(7v(P4G!M1hXMMa7N-xXEhHzXgkr#eCSgR_Gb`o~4`%}P-%{DgF)oE}MRXFI-WVwN@Y~m02!cJ<=%bKX%a~5@r zuEBgg9Ze0GZSF49R~IAqkwzefxhIBK8#6J@4r#ndh%!uYgH9+=d)c)a1E05t$MM4H zo$a^x)Rx^b@}78&SSqb^=Vv=~AT3g8PGd=bB)7CLTF|f&Is3ZRB{z|J}L#9t3ds*A+ zIF-ci)?ogL73Y-s4$=OXufD_aZ*20@c`1DlowPV)r{A|!mdFz7_!Q*Y#A@VGEQV3T zJ6V*UL7bPI+>EwL=(`sPKulKej$;`64siD}N%*Ul{{F(G z#EswuFsXAwNNi!rey`VqreZ^**Vk0oGdt^#^8|m_Av}={0np5y=CAv#66-qBw8}wa z)nSyYuXf(v!)G^d&M5dU3;%$Gvjs4JA4Z@*d%n`^c(j$J(fMts?Kxw0BTpm3p)Y8_ zLgVBqJer+;9S`=5>bXt)!`L}Qq^!VtV#vAZ1+a?P!Jucah#~*-)El7CemM;vJMMj3 zF)$H<@=~o6X+D{+stY{b40&`1P`p8RQAoSmQkgg2Lq*_xth%RUYxJBUPD!ba#Q)Ef z`9Ag8xi_`7#Cdypd`impo6ig>Z#e~{OI7zti+45`V5fPC7rV3LF-{^T9UCXcL`8@ zzLn$t9f=&K%j+V@d_Ug1)!iAmcQd)1WXmzOx2G6ArGlfZqv9H=%!kS=L%)!}v#x<_ zA;K3D+o<*zO*BC<0!8Xh9^+Gu%WrpZXufmXi((U_6?z ze1c~`nWyI(oS7f*a!4Gj%3rxY2CK1miIX{YX+r_NC}4j`fs> z-b~FhQi9v>C=S))8PF+Qba!i<(1YpaJmopgU3luOcb&I%mcuYKrnGxVdv(>EYRUX^5lSJ}y|-op9g zYc_{*YV^2WOYzm6G*yhoo!;V4^}v}O>4C} zl>3bgqX6qU)1|uvDII2N%b%5MlaEkfV<;(_gbYe5(!J3$&C7O=f&Dw!9D0i}50&^i z-`3!k{3p8|SX>1!Uu_-#7X(!;w+)}B7CO(iA>C-{gh<*7^wf`6Z}8BzTBHO&Gc&}6 z&#}H6xW7;mEVzt1RGpqTttEInVQFnsZ=TplP&d15sM*%RXf^Vr2U~#9q#pVQT*&6-C`krP& z2b)E?N1pyOg3A9QPvWTk2R+xdwM~L>!_&MyMEOaXk@+ownLoH^qMl2*wha+s~hSb5W=d%qAuo8a|UM z6KnONtb;h5NQ~1OnlCY;D&wK9sKxdd`Hd#o({$Bn4_AOxP1yvlYilGA zj*hg0>l3QlSoGhHv)Js(nqYhf-K1psbp?1~YIGfK)V3s;e2Li3$M6sYjqx_-0_Gt# zr0-ZjFZ}maxu!MN*P1N~1J~ILRYdSk@(7AdMCNEFx7jv~PnL1!v-N1Jdn!(#y}$3>11mY2yp+L7f}R)26R zomv}?=NmeLC(W8Rj@$E0NAh3Hryle@8+<|_art{@vvnTTo%=$& zGv9O_3mUrULZ$NKp(GlW?8npfvp><65Gr9O=$4h~yMpFhDC4LXf z5K!W5k`xz5fF9K*w^k`>i2(k2bdM+I?qW!KwjreU7O(YRE940qgwJx<0UdAktzw^u z4n0m})!0!wY9CBq9l_IM+?7hoLF&M}TZLvYn~~h-1imj-gBmyqib&aWDtL7Kk+(_=fEtHa_Q1KvXNBT}bZ;4h+ zH}MscdBRAI)>*<^2l+_cP@xz@?|HURiN|7GVCGnB{N4ycA}66A`p?dnc+OY$@iw3> zOL^CtG2(dYI*uS_y4KfRo9iOa+ZlGiZ`R-@IUY@aal2L98IVJFwj-$x1B6BwZg8O3 z_}4bzQF67e?_q8zw@PcKTk%({VRD60`DbU{TdNc+wpE8%jtcgEe5uUZ3;TNYINCwC z%Q&YGde7^;GVH~~zQ4ZD{0;k@jOu)a%<+cEzAOKNz*5%Uw#-jP=gYUv1+wuOm>aVy zI}hO2xPPpce*C}s;{sy+VGM+w#@4R}mk)ft0I8QTi*ZW23?Uw1IRg$)X$2z!77dww z_HUWzrL74IyS1u+Ku!52{cZ4D0IIRUgFfA};eT_8C)?gmBr~TORHD{6w5xzoEqXpG zO3D4a+~lX6Jgkv(qj=)^FDx$IcS}m*78(_);^$5C>=~2Ig5bfP`W_#is8*NRxP(~R zgbemyDd&!Zys9U@$>mZ7=Yi>!=dK!4^Nq*~Z}vZGT0_R>+mDU+c|a}o;R+`cj!>6x zGG{jxAkDi;7UV3(mmoviHFqgyv!_HDUI+7?FpZfCaXRA3RNiv+BUvPI$vdfc@=ELN z8}t?HE2p!V;2A>TVpkJwd*SZ7Uo5r`d}cXkN`K1>NgIguyr9-(fL^Pm*I7#PaVchE zo?o$CZ*H)G`o5+-gwDO}<#)yV$fSa_MpeUkmutHXHuEtBsFBnJCet_v3tbRzGX{eo+!|BI=$tdB1eynPy@HRp9@z+_V+6?(G_(B&?zkA{^eb1{xm!aQya_E zZVF0Cx&bxU`EKg0A(khh!_(cW1qneGgMQaYtwjT?$0jY-5`v1lWgb+uUEIN$4SR?( zwv!3mY_-l6YUzNSuWOQFq{F%95 z$9BFq8I4r37x#8cPiA8}&RH>H5m%-M=XE~K4iC|hRmZpC#i0bdf7D1;P$k`%Va=*_ zMVX?#jsw>GnSt{aVP|3%FkrcfGlF$`Vdql5E5FcgmnG8Bo-dEM+?H8biYUVtTv*S& zuoO6Ii*_Gx^nQ5`LIo@(FQbt$sJ~b5XKmOx)>iA%u?KDG(#4m=bZoDEwo56-Qx`h) z5*f$+eE0V(MvYT{!-LKJM(xb$PtTJc9~<`wVZ0 z{!Mg}IaQLtSIg>A4q79$slY8TQXY)VmTG5My$*f`oQ>n1Sn#!U%^EED$YPDR*8G}G zT+n_GlB$K+)vq+juwRIO!XblR{wzNpEu)Tf&xlWv`v*#UO>^hNCvbUwo%zMH7QX6UaNS8ba<#W2*k`rb_z^e7@hI zt$L8sMOE;uvUBmaqvcx13%+I=qXOJadqkTN(5nOEE02oxtv_R?_)jY8)4QSfidC3o zv__!@ob7`Wr@Eh&(+Y>ruqv(DpX7_hGf!+rsodB;3!bj!fGP)$NdF@49R!b5#6MoRsTl;td$JlSXN zMt$%$cBPDnro@_PUW|G&Q>t!q_G_KH_u}FPhpU}70G*k`l8>~J^NBh6iZ5F3Ap^Ds z6!J~_B343nGo4CWFdmPk<0pzE*s~44k*ybA-ZzTS?mmidCP?7bFHIPD z@2|@lHfnEU7)P_NZHn7>45GML=L|ods!`2y7F5vMMnq<}R6;<03r}te%`g99J@utG z=T$sCx9gL)qM^Q}OFNkV;3+SCUu`Bhme-+UhZw1~2Bz78hUVh1Ids0fEDu#G{MG|*iUhdcMpq_irDQYG zN%-x>cVg@gi0`MXhOdn04Llw`t0gy>YV%Kd&evSYsmGIDaf3WU6^}c^DwR!lzOC1R zvl4C8=Thhw1duhyMuPsoFGd3OaY(^e_@me*RgzBZ@vhnrpJpCO;MM*ety4UE{cMAC zIssF4jayZ{bM7I=;m54k319Qn5eo&#<4kX1z45lHu6m$u9Jk4*MXV$ID z$@%3}kHuFQGV~qMoF@sj~ia>*pitE)3SFI1Rm9<1JpMt=fa{?+;+?M_V z829|IS)JENXjAV-g?}CI({{pq+x!4xUX~(T`FPe~H({BUwV>FkN-7(fJ*>vA*9b(y zxy$E3y3xSxc4jRw=26wit+t{M6jo@m=6m4TZTRD;Sa*n=z(=r_|5e_{y?RD(Qt;>- zviC0t*JUe;;_mNDleD8?fmQ?#u}<*BfZ37{rgS9R$0EfNx3FPV4Pcl3IPXTq5Vz>6 z>KflX@<~x5nz!@zYQEnjXyErcw{n$>XjI*B9+KlKVUtzmz2U+_X}&tpwz z#>hm^dArqLtbnh{-PegsUoBG~OGM0<>MQUSZ~?`CkY@qLhiS;Rk4RdSdxtf(8c~%a zhG$Q7O_}UX%+Rw_dZ_ZnrI@*M)wGrVfj{$(-O`$6ROVKkH2&fV>R%B*2pBCn=vJqz z02>nkxT_nJTcMxKo6EyyK61bIkG%UCn6s`g!STE4X~l0BItuz{{HwnQrvrXwQ%kKA z62POuwJRx?3t@KEG}ph)>wE4M{+wV%fx{y_C^qnJtX~t4ba?o_^77nKE&wE~oTERF;d?FW;hCA0&+-QR(IQ%valoSj<1~#& zd5;phzx(SeCs8JqN9<6I4iD!PV)t1qhBgl#@#NTye*IrSX`ecJrV^T{0>p66f zCBA&S@bg=&d8XFP@Y9Jzd4Ng9e?PPHTfteekW6@Mo9Hapi!nhfh@!ylq;GS)t#M!z zcQzuA9|r%Meo7~I-M0_iyj!5N13QdPOn0!meAa5(vKo;fG-Wrqm|!!C6ySwXojZ%5T-xnZdzM4Bt^`p_9@%}9ULD|W>9#n99)Y1lQ5>_U61(&02Nw> z8jIeh&k{&k4wi30TjTjdmdkQGuQ+Nm-Mrtc#iE$l>%=PycWp8JdANakGhuAd_BMLu zHY(*_+{bPsx4CxZVs%HLpCC+VZ5LY15_7+J|iD8>rcEFXxY% z0Fw%bsftKy?0SnT`fson@6|m0&pP6HdnKD>sU)NI}IU{o0$G--EfS#=4pNRBJ zW}~C}3UZ@=+xxEmBSIC$*#`ey3+aDsfufslL4u=~$7CN*ppTYDU4xh91z{uhf6M=Q z_T_K5dQOc8#*0}KANrb8-^OwBS zS;*^8{Z|~x`2|wb@DOj|)FVf7+zNX9bDBcf=!O*cp(5yrz^j4;`PSF#5%^g(hzGJc zJXDP(fCj@|VB<)U9%jOb+IIFUXB$!x-A8tONfC8>pWi&*S>w4ifE|}$OAd;|3zrpq z|Iph-rF+8d>FTyJ1G5w#*l00^sxVQ+ z9F!jg2R}!4Jw{GWjq|^pf+0JgxiyPq`c7Ui7->THS_7N}Z9fy6NNofX`W@!0fTvl$ zkJ&vU1?wQf#kX%>XKfl66`tX19v1yZHlyn%A<=mAgO)4WKI60X=qOuW7j14jNM7gl z2O({Ci`47)Ubcj{yr_}Zp?q$a8iz?$bQ6Hh&X;qbo+n!nh*2kYy*2$vJs%7Z%Q00g ztaxrBXuPXxJLd+>mN30UEg3!_mMO`->pd(tN`JYDKR8 z#h|_%6@CvRkRqfmGV6|@)U&S3@|%_MxID)6F8c=!GW+6qu}2CNT_l_#II9z$KS#!e z!&u-k=t!Ku@8+P6jm4^>K>R@BO8tSWztxW;x3$l~dSn-_?;QQ(D-A5@XdO=aEYI=c z2P}6GPh43pl?LCIf!;M>Sl=+_&o@+DlvY>IHoi{LyN;@oH+34vM=B zC_7y9yx!i~^1FbJZo~H(c^q#ld%T?{+WJL^T6dZoePH3kH}CY%jTJ|@@2Ma zHx1qM6Jw!5X!U>Z@&{OQTP}V(HG2mA_p4jP$Mc2qr;d9UxQJW8%>l0#|NOFX8!|PQ z{Gi@at?B=`>o8HcY>D);&{|?}Z0s3M?qC`NSwNpL3>vM4B&tTPV-)T0!cg3nh#@0g=b* zAyz^{M0)*L5sqJfI%YHcCxoZKvjqe{IUka)8m>hBY+4A&Q3Q8fy+U3cb&2`|&WL|X zcCJDabQ|5fa_{zCxMiBnu7At8OX{6JM7vHY_Yfb33dL_$T3qlYiB46Mnf6f!qHYba z?7%A)>jbQ%KGrGXLUN=sy72JWiGtTtvg4F6&5VC-DqDE5e&O3FJiiiGVD!n<)bmOIqNXIJ*p2$WlBg+hRF7yz3<1xQ@go1oVmnCW6@{pih z+%@AfqV;e=rcy^q>SOj6N4iHz1U+76HM6Gcde9nO^S84VwyhsDEqnQ*j^eQH1g->& z)}EsOVAB_sd0@i{Y%~M!nqXm;?=<0f*Z$XM&q2it$3TtpyHjASaRmm5b@^Qk51(pb zx}`m16-g_F3f>hBUZ8o;BHRRwB*=`H24V@YZ|iE>4~Bu5X_Ou5^e{)tbs8AC{j$57 z@@e9zlkxgM^^}FjZ(GkCbtdimig9l?Mu?o%Qd{F@?yj)?@t<#L#XEO^Twl#>*?`d^ zy*IMxWPKvql4#q#WilYX9=6L?c?$aTn11!PbDmwCKni{F;ShL+JB1z;wE*Z!exrLd z-*YR607w;nbmjX+uWDv2cK6@GJU{zr{+9f43|wR!yZGRq@!8R;?6FbJ^ zNJJbTVJ-;A+yL}LC<%`e4gY=hC3$c2b@34~ddVOAZX`Mr_M=bo$4nz?%V`gTe8bUz ziOPQ^aK0;!-RS(tF5QjF0t7Dx1wiD%mfrFE781V2o%xkjPPEJQa#cFdZlDAkqc!@G zuq#jUmfVm=1$zTwjw|R4RMRtFd2WNU|KfY42)7kF$*s?{fFCq*MPbhY7`5iC%bHim zub&H~nFy03;loI{&+DA>p~3nkR80I1Qkcb@Q;fZqo?%yvSQMZt8B%d=pNq836@-J; z7fINZR9>o*7j(l+R-NfT{H%BqSQYlJnzlXt+yK93w2CS=#mK@jwl^p8eQUbZ$I38a zT}$43lm{{00G4sLFtuY)^uhCFoxjY|Ed6F*Z6|#+wS!IdC*?YGXq_+rd@`7TqJ z_K@oo0Vz08T$nA`i>X{V8K1lqFaY$+0q*n=#U+RUWZ)tTeuxF-p`U?ibMJ-OWK=#Y zc%6}SA?PJyqsC{f|Z7 zIDdY;Tsdd|%!C5;@U^z z?P*OF6%{I>>mUSg>eFZEN5qpaKD$#Ye}GG<3m*uI&t?^zkRuL)`URyPI#msPjuRfS>ChC6Y^{ZWn#APJyhHD;YDf3bx9UEd`f zyL+=9A6<*&f#=iSAr-D!;E5i8P{=vJ=|aMd+1-Qu%`S5^v&3xzKa7(`LU?4nLJs0_ zyw*WQ%A+%7uW9JbKYh3cY&iQ6^1*f5Oz%w(y=pkm!~gag-FYacnx@>Vv>f7eCy7_< z(W)#UxP@f2nGd2lcTllg!O?MM)<6R$=;|k0OLGCMS>+c(NOQPTi&5gLJn0zHQ7dr& zqD9bV-J`AFI$;maa~kTOFU`KM*s-87*1Fen2grw*zhuJhp>2BUgF~9@m!ox~mTQ~6 zH)%`>Y_53lb_eScZI+m= z`ipF?g!9V(GBkiEGLUO_D!;RJfR(FiThK;4rjz+5tVjv3zidS+(S2t)>%SCNYFO@- z7X1@pUMo1r*3Am6i#d5_19{6uA-j@eTYwAWY~uc;7)IQGKK2ZDH6N z!`eveRRH_Ifd2iEV414p`$*odNbau1>BU`b@`EW^n`;LZCEHi4EIausMOz5f3^fgW zT@&+XYPA_Q>}Rc4VS2kUKk#0pNmX1IH}++e@VYEgGKJ^gO4V%MdCE>*f!PBjORVMT zx{+e#YIYEWuN&BT{5%E)0DbXqW4oW+*bu`ZU=(cEx14T1%I5Kg1*nWPRchG(}A&R+Q)5<8L&dz>DsH7|~L%jN2Fi&+r?GLDSl)3Me?Rq-T zki?}Vu7p=5=}$lZJN3?8Tqd|nMMks&)|RQaBqrk`NA(vx&*Q+iY~gaWnKzutWZIana%Zh=k)CV+pRarhW>>sGGn444(vc*@-sD1VDB5S6~OzeMV8t z1QHQNy3^iBs#n;S+X~(=LsjognI4|K8|3V{LpB_%_V&My&&I{&;{jYCa~bdX219-f zsyf`cJ05GUa@m-^YX*GF15MyUhEF-ZSIA4*TNC}q&v@Hhf7wGa zM!Eki95iK!`MP0RWq5JX>Dy4A3OJ#ptD`Nw3s?~h%BFWedy-bSCc(F0pT0oH*0{Hf!0IRRikJ<)0W zcui8hym9InMchPDBU66@7m( z7$6ZJdDX86Z?zfTTQtpF`1uaBTq7yrHfVcxy_Im&ZRjstX^d*uoN+vCE&%2+7z@0u8Ikm5v8)O$*((dx3Bc z?|NBHKd?!uJc^n8#CracEqgS&S}IQJ%fbgv#M_`_G&tky&MN4gLRk7c^{Vp+XQLe{ z*a@VUj+!{uDZgit?4ZLiB_i^uI{nbAq$4iU&xE6u40mj~3p00Mnv;L1LW#pS`G1+B z6{q4EQ|tj;IaR$zfPTlS#=n&VxG4FxzSBSM+{o^nGPeYik&IFOhG4w2`e=1i!Ekcl zNA-KwmUlsiEr3$G>3PK5H3InC=Hx}tVZ%~9)5dS}yd**X^DbAd-N3DTz%RYm)p}zN zU;^^TpX8@pY7n)VKtT_)G4Xc}@po<{9pinsnFhws**6q&@6>B2+wFjMIzE+6uliL2P=-F|(689=6t^~PB^cG^zb#&sUZjqu4V>mVD?pNw^D zYt9$ADSN#9i3Cvo{BoD8_Zu$y)WzEZQ;O?k@ZCCXk)d~RTHcbd=sn+UU^!S!N+r{? z^Xi$FGcs2Ck6Qq-qSMMv+-kVX!6R>#f9|8ZgGUXeTS7Oc|UpZ~`${%RBN zM_DhRTubZm39czYpw*PeYFAW$Z^nDzm1yCV#Y$ycFw^Nrd7?kAGwQLn<~9a`bUQPY zfS04*atb&PbI`j5{+}nus~_+yTi}5$6K4HTt{PUjVlm%~m)Dd%A8xlZ1u+0h}$rhg7Kxe@HX^&q9EceLN+~@yiKV9Ne?+yw5Q=D-ENO`tv+< zdLgSX%iGuTU7zJm_X3U^q|(OfUjy-Ppy)q5>+j2dBWHhm;{VB>Adof(tNsE0TDikE z95J`wTw=Rx)%yAz8Rg%Dzn$>^iIEUaQsC8x=1|+Z*?9YS*}iZ+J92;NM1Air_g(I@ z16f&a(Psf3w%nq|Ixn4Ut$nyf^kE6}10zQp9|!JxV)yTIi>lf>+B^7g z%SZvoYHmKZULNi)FMMpdeY{@TQj0!zcX9X9_jqA#%Pk39|LMQyxB=JHwe_;L_3(N1 z!Ued#)(dZE?t9Yzp7F@h#~b+cvAe5>yPGX=?tMU>$kxr?$AMZ*Qc6r(j9c`HqYH2+ z;PvcQO19SSHn!Yya@7BMBL8!kSv>B*55$-#8ZOU0+U1beuev zjEH$#q;#b&jivPK}2Y;u*UnuyCgnyCn zFB1Mm!oNuP7YY9&;a?>Di-doX@GlbnMZ&*G_!kNPBH>>o{ELKtk?=1P{zbySNcjIc z5@w$dXN9dPlXjlqV=Ing-OKnA6wXuK{P$lgN#{H~0d*8e6b*SEMh)LH;t41JeqPR8 zr}Y1Jn!MUM%L)8KlEQhN6or;BlA7G=gJ=J96@~Mx;h`is1Nq>RPyYZ%2Uc4DduY$+ zlmXwskEOQi-yX!F!T?bKy43&O0^qZpA1JvL_0}-Uu-)RFJ)nMwLe#%)A{a5Th70&A z%yaaE74C7$Bz_p}Akr}*CAV$+{fEgb?@9w5(t4r%W}^;>gi9L;DmYRTms^$D7M{u9 z?6)#Q0V&(5D9;b8a)8F_fvx4inC0nM;k4IYsqc=_=E}K#|41+lV=EeV+$RljimY)W zgF28bYwWxDa^{i@f`IfN_vWMGu-%;%tbOBru~lyLMcS_W&VJwY&4ZUR$VyXv1=%z0 z)>kmv)uH*^X9?1K<0na?$BdYPpt;>l8?7H+&!94M=-)WD%wOWh5xvs9*gcZ}FhV%< zIY;O#j;Dk9p_`-9lh56Kw?74lDAzKhjI(I_cla7)5j_)14US$)=GSh+sSD*LX}SHa zz2~R~Mw1NgzxptMq0D%ghQ!7{C&xu=OePvGkIK?WUq+cmX4p66rJJ~FNY(Xaz@{{Y z;||w(tWl#UHFX+G`nvqL)#ox-4J>}pHAdOTVWh6q|`kH%0!;G2~G>T?@LVFP1EAqWxy|Eczh+q*b zKb@{Pon~$nfdy|JGM4qnYOsJIktScSx_flKU#nMd3Gb$>30|scpTuywI^JqnPI+J* z>3obd%j}cE6h%;)d6fvap<^nlLlgIhu?=Y9sReZACwAvTxL=gY8^4_xm&y^hv7HHb zlz!X%%8?y|%7b@Tq~|b*;3a(zG8hCZb)O>3W)rAbt7;SQ*J|;3&t@ECCm*Kp8_+I< z(Em8gC?;*(N`E)U8n(@f=Y2vnsou@$+xWGKotf?r^Xf0pvPrB1@jxZ&!mZgWT43{? zAjAHG{*s!@Q39^|C*pP8X<`k+{u3lzz@Z#2I7I9yVl}jFV#fP;Cge9b^mk46epyW) zC33^%hC{H2xyXWD%e;l+c9t#8e){}kr`$BPh*uV&1*g4bw`@L_*urtD)?huR?G=IC zxLI0|_Pk|^4}~FF+Uqc+Nq4P=*lsYJhl$u%N2X2Z^H5su8(6-wGuqv|Q?1`~+*E;Y z`sBFv!Cv-f7eNA;lZZca@-@i>y1O8D#5#ayGzw%esxfN{tPLv^ zkO`THk{;p$27qk8HE5dO=pD;r^%UW-y&;te`JHZF^{EbcV25zkps~0`fsIzYh9cAf zyc9Z5HVjF8YH@AMuq|2t)KaG@1gK2n+9?qz9SuU^=O{MiEVf-s>WB8tSs&EID?R=} zMlZV+DSs4+P41Z!F8v*KckrfJkOeE4#X|1Jgic(;+aWJUys9Af>5KwJ8t8RZUDCd| zCno2lIA_ODTG>;EJ1}!1rnP`B zx_gd2!gtD8w~q7IWU>WCzHf>0O!NcLfQ2m;PmtrK%n`Fk)kbY_o)IaJ0QDZ$3Fp+$ zbxKMt{8Q&7zz}hdXI-CMdecG{eIw-%+Hm$E>lsehl&Hg5zZ^{(o%nEc$!6;F@9^Ac zYB?qBMzUl=uG-zwQSE%xW{?i`_kvmkAk|go8!3{drQeP<6CrVHh)dPgfxZ~z5cdj& z8ESn$7)}j^n0)Q29XxmQ^RSi3E;dJs{z;ea)undxl4hPxNF`nnx+k*(2y6mKQeonp z66whFsi4uvj=?&G^H;v+vAWF1;;eP?oZ}B1;1=RW%lBLpWDl!}7JDPFv$Di17E9aH z=u42^d}^uL9$}Lo>lmv$YxJC4YH8zc$8^6tU2nbYP5dCaG@BTKeZ+|@&clcqsr1|B z&xVmsvl;1li{d5xZovyydL#^We^B0DHm?3PTVVtC+T#(Uy<#4$NaM$LVFWUmY%^y5 zV0m#^JA`?rgKnwFOM*eVXu{moRy~VT0ayOD+GJbn_aSizx*^ZpR{=!V+f#BYwN?=>J5 z9EovYA${F=i-;*`Si2Pd?Z@U9mO0v_wWW_I%c1!CF#Lwa;REF>@~#)Woj+B92X-=0 zgcU#7#&c+$H<9x({8#zYW$Dl*>CVN;+|D(rj#ayqTGA_5^(>y%eF?FHR`mPwttv!kTHE$Zuof}4sDRecow~qo!Gbq!f*JhrEjhSg&+Uci)YPN4hZU(1 zgAFw1i4en75~rF#;jG1V3J*x)lwoOkdh;hh%)SLcP-Q(71 z#!jEcAlRZS!J5D%zs+2KAJocJvqzO;N|P6qAZ7>8XzK2 zgt$+bH%W1PpJyK(50C2UQn0JF^1Lj|)c~3DXxZ2!C-%La)dd`m`*~dtOOGICQOu(` z;ZcUgLMV%j>UI$xUl}viU1*Pd#$; ziVdf;I;gc$%Tp(vP%yQVg`vF1XiiK-gt}uVq-N+~XZIK=ZU9DFM4$%dwic78%0veh_rjT7qZTHL44!0)uF^bfKX+2=n{6)`j&BRi zaQ@DBT%7K2iH-{Wp)ncsWUy5jLl45SfP=I+t(<8kl-reW8e@lFK=OFZ8tTBp74EV! zZsVr=u%|&)H_iCI3*1(zj=Cj+U|f}@D)`{{I!g)O$L#Z2^3^xBLEL5uyuMU^&Gx~U z3TjH8R1J%j*o$s7wso8<>mdPgzJ-+9a9_2iPFGh}tq=-YNYoT_vgo2L<@!Yt`wNwc z2I(3IK?bTo4PRbCdR+TwY~v3L)ueCv+D4M#iTK??72vp``O|A z`kvtQJQ2m}f@Es0Mp;!i(r1I-fU@bSo1ec{3AZBx8H~D28HoK>Wmg@{Y}IqaXNc6HPRdck?!1oEv1R-mwgw561uGoiHleT)b&D2G+g^sD z(p)27u;JCUj{RxC>Vy)y!h!=MZXuE*e=7qFPlR&#eo^D6Qui*{`+3ZpVe)*~cAWcO z^49qnoE4>$X=!nzg`Aqc1;4U{r^aZ#OQOI33A3-Xr4*nQ!~}@Thno zxHrFW>b=F@*O05mC>$!Zns4h0bubZ!0>gG~v%|B~+<~I`ke=IE<=|HdVFs4pkKsEv8|ac`|t)EYnXk+h4;Bm!^_bwAlOklU+;rR$l_vWpnl+3 zJJ`-;lWra~cUD7udMR;bIC9oq#BX6a)uo&-{>#+!_GF8G#=ZEG+2sSE0FR`JeMV1OT?m~%ohtua60wLY()cq zn^*n3@933Aj_v8uL>GrKf8`JLb>2=qp%DS)CIKcep7;fwue4>==5Wmv&Yw?G&A}EA z_B+O|_*?=fY|vV02^Hg+ZlZJK8p5<4J_b{-SpE^Jm`OFl^x1b-?73 zh>2mO0j`r(%e_HX*!qx>nxVS5vpzWJ=VfEgcSeXwh3WphGA-9Hhflmf=_aLneG<-P zfVWiBW7L~CDgnoLAp#&#ntjht+rp=)v=^Ta zPAU|%39<#L`%m=fsffC%_+3CuCPHQ@76URyu%2-t zlkY~m>i+nN@G8DQTS;rJf@tb>wn?muE6~#w$rigO>#RWe8eUUoOg+tOiLRMF(W(+c z-Z$_>OzYmzik*6T?xK1OG7vEj(un?9^*!dGB?;q z??mZ4@wbU9imqL~)7JX9HHiZG&Pz)(qZv zipYI_(_wLgGt`XDfic+>Av}Y&m8A^prh`v`OE{|py(B^V(@@NhE zBVBvT?0O%%IWtQ@yRS$?S+ylqu0?J4cz)BP`JOC+Fs{zE`@dv}{2{5ukSoRuEO?dA*=G9bLImKp_Gk<4)i(j35$G65> z0)K?Hm63f3^alWkJ?1%) z93$U!@JJ6qVA-^*BL!a4*v|eQr!yZ!Lt0;Q!w-?k98Yu^oF^(qAvMroWnU@98tnP> zT!C$v449Wkr5NGH-S*t9=uAiji_CjG-Dm2EomI2>PNn{-(%QvRpGfsVbAMlCHo2Cw zb!Sr~0QyIlO`RBD9^DNm_IO$@y6Lurqa)J!@Ugcovs_^fQR%rBL=)%3 z4hq_v8Kxw}$Kc)L_tzsyC*h75M`$BALIp#&4}&^E(1gd(u?2<8sJ61kWazIT+f8 zEo^`aaS6odZ79+y3M_=ZRT(u=kqQnoc&em7cyz_bF)u*S&BaiB(xQOlm*Z?fc6x~_V zu9pXHZ>WjN&wP;N;?j7V8_}(8D`elpNZ!~eIgn{E7yo_({oV{-bNr@Bivf{LZdfYn zHg3EUSX0Vx;^B7#6;IuJ&p9P}?i>LmBgZ)>V{yJ_rvqJ<+a{C3=ailTIjl^l!Ma+N zlS9|)-&=gjYpCGDw_%k3|;A;Vvdz0_Db`xhV1P?HU`2?124qV|1KrnUY z4R-~9q+_6G8MrKyP1c!BW#~x!%)}s_!0)y&Ofa3&SB=;_Fwly(ubUemmLSs*dKQ*u zXTZWL!7}O$(bb(6p}py^AW+n>oo-_5*PW$aoYl^l!e_>(Vyhn!=ohQ3Bv}fCeTctW zNX@%0ycFOtnZ5nOOpAiLKuLrX)>e|!desE2MyEn_dhmg#)J1&;Eyig~0dt~hs#TA# z1{~=cFNmS!I~4tsMDKr&S6vo|rAo^hOwuT!6#6_tL8^CcRb15z<2h>5ojUK_cBSA0 zy{(a1ws1=uZblG@4~eljS)TRoiA!bse&b2ZGk5AT81=SR4#S}z4Uk^1d_RK9t5#GO zd9XN_SQzsYv-d-_R<8e5hI8O1(c^_q}Lyooh~mM2WZ z{ezZFq=uGxd#f78t1<3YXrcdMY@ZJ+e7*Ugu41-jTLe*BJb|f3moD8+by=|S?Y3P9 z+f`bx!O}r*1EOc*%OKY4vJ4|wDe^2|WNV1b)}gQQeWa_ITM#iYu8yvA(=P~rnz~VMBf4#S%H*yM za_g~}a;=&jlep{L>u>+b%IXkbK{~B?Aj0QQ=3fQL+w@ggbkj$gy#%M0bZ z*_<5m(nu{>q05bj@jE(o)o|oCL_^qFXNrYhh>Rphl!|+FB{V~VtxGZ3r|uZq6-$ng ze(&tvRx)~Hx0q;%<^`mJI}IW!r8;XnU5i5W9aPTsS!zoab$S%&Tex(_bD_kQ1tI-U zdCB2(oUY{(w$jdJF&X=vb5@6L!7@`!h@|picYR4PujOF=Y#r@PoiLWj0F`m}(`ZgM z6j+q!o#x^rx&}ZU7!N!vp{$FUZRZf!eDj%rOB`y!7nr6(qSW#JL@wwp|6;a`Dw0<+s(9}~Swao_~Ny2>H0!R%mW51l% zMFSi=BX$PVzMIt3Td5#MhlM;DsYJ3+VGH}b@;ki5?engqu?{=nGQXv3e9Si2AKFin z4L(=BJaGq4`!V<@qVPn6E1>udKvTE~BLz`Z1lV~$0&&0PYQwEa`s#NvI#u#+!Rv=t zrSp#~@k$wE&cx-E8kO%B5p|RiVy9o4gOxv=uI#_r%T0jvX5WO?Dn;;DcSSFbm*D7a z=_RP}BLSWlbQRn4`8tD$m^VC(Wp#te1<9*1;Q}&toND5gy84y^V9I*8*`25^#wG91 z<<)tQiDz<^sFqZ-uf@fvd}pjH;>z? z+|{DOy-j}k-+G3iwT7PrHZeT#=MbogGx+UjGQSFir)Z9RyyZ?3xOv^6VuvDTp>BCI z=hLvnvHE5L6qK0XBh6Pt)tl&EhPvUW&m%VA-^CVDWuh$P`OG#hWqRA!pMfl`G&i|U z%(cqq82JNjXQcmQnA~qAzZ~uteVEjJFx@IV+4tg-FAb=XkEg#f-OIOzQp4v(Eyv-o1=OA-u3%Jn`J3(qvb;QQ*8yxCxnnCuI-tqXvdLfG1BrGeOf1pZ}l{S3Od z>Dh}53694yDRCe6v3?cFp%r4ZT+&Ok(Hdkmf}mjwOIU=;z|u?oB{ADE>R5Iml(DTf z0~KYU{pAUE_b=P)sve;vXR>TYv&Cl?7mp$1h2!_=)G@#*$ED5zBUk zPj=;ThP`MpPb#dJXe{{^{NpwY!6M#({7kKM4axjA)O6NNl~&xSp#E^P1n6_L{568} z^7S7(7vOo*&(N-}R)*eVN>- zImyExR~sm-5&k(0*3Lb+pNnikG8~Tw)tb$g?|*oVRfR@n1z1yIZI8UJShfg{npZcZ zLlvoFaVgc~`F83p-s!VPVxC&5{A~f6j-`!j+K<-4_3)tstTePZ+(x~ z&>yaK^|ZJqc`CERiQ49LvD{6cI3h!9n&cBr(4FN5t7mE#%wVY}Ts)o^Euehe0cgBs zz-}?I97i&wIz7dq@Jt17$cb%d01~o5W7#l}r&C2=L7!_Mee26g@#2^Dr@Q1^iY&<( zod8mC0V$0)@*%Q(EO;`%#{?ct?ihOh4*DsD%tRnq_=7O2)p%E>M3ge=@bV|z)4^6R zv%Y&9!;kDg6-+vZK$~amZ>u+g>xzJ4U**ZsK3{3zq?|}SSF|Rh5|lkUiX8CAiyzqjHldf>m?f=3 z(G@E=A{KW-TT~D=ooi0lM%y&PDf_@MPKC z6OlNrDTXD8{${hU)KgSG_k%Pn>%{iGjn4f73AyQ%;~kc1kbdyXSnl&~70xI5Otrzx zzLYYQ@5_#;1-&ffWY$5Q+O{s^6_0dcG|F!gIi@B>#Lz-+o7CBHzp!uUgx21yF0U3* z_9a&SywhL;^KQCg*{&7f8D{{PgK&)tx--}!$^7>EUaN{a4XOeO$$dlDat?-%fn8?6 z;si|CP-Vx2&+Q8t#sJceNza7s!qRz$`|n+0ovLE4U%zsghXk2>T!}49ucKU*Dt}n2 zD`cWHt#0A~t|`vlmb*e3U;e|XX~sC79EwSWjpf+v&iNLmI%{KD;Ak^AI;iC^=w2-5 z`{rV%1p|0`5z4DSF|ob_{sxW8mw5}l-&Hg7W1n(lL}RWb1;()$Si_PX$KomApnuE~ zC|(xbVCUkCfD?@mGp8Qis_Gr}u!(h1ci*%FuXxo^nl1kFm0&R;dO_5KyNn~Y?aGsa zSxSBnB)a1v?z>B)tkbX_;j}TzAnL2m<8#0cc&S0m&9_UA>7@@cr>-_z*IAxgww%!7 zV5df{q5%UM*GWf97Ks0olEfUy%ofgd1?!M~gRu_{=)vd!_kCax7DE;Y&}ew<)E>UKM+t z8mze(${>C3<;OIbSHLxIjk4UcWwoXN`+AkV5Oy=1!f@xxB*&*Pu1xLLNKSD*PNLWK8L zT_Qj!NOMkbdT`>Yb!F@ut(633a ziZ)rjH>hOjn*YoUE?})Csj^eyeyrw}vWy-uv`Lwb3g-a=XSeEuZ#5b=ou0TIDrXuN zMEL6Uj*hP@&*c78WgFUW29vh)L&6~HO1ST|zSnD#;*5IB!ePxKr7kKxUYY{%+$w%= zloi5h*kzNAJ)Dt6PDR%1lUf)nU4*_vW)NKvA2A4z--iBmcE!I zU72UIZF}wZ*D~wwp-amepi=Vk6aj~=c+23fQm%k~=j$N|UasJFst#D*r2`GXw5LxW zOh4D0Z~BSmEN!r!ocJei1bu`?Db;qm(p7f+&= z%sNqh!bl}?HZeS>DYOX-uFiW96Le+!>Ncu%F$H%C|K7?IC0xH;HjCjp9pW-sv-~s{ zzkx2wEzkgADYJCFf2+C~>a?cKR##aJq8G>0$IPis8#Fz&Ja9HCb0aNE$J*E5&Ecneyy6sD(PjcQC140tV&%L z|5sERbA4UJbiZ}4aeTydtm+7dPRl2x9#Jwlz#;%5yEpilxSbvLc1S?)(`)r`=-s~;%lIFP6NxgCcV0O~>u(Xun;Jd;TphmEZUtx7* z`O(}ZI_tweT60T&FeP*(Yl~yp%2k6ybETiu{tHbqn!y%)aIF$xAfuRlPu@&94UwuN z&>DJo2sa-gmgi|hnDJRSw8HXNxiH7p$h8?Da;9p9DT{wP5!doK8E$a2V5$ogT|c=kWp zrP*xRc0_v@%adX7iP`*aJ47A%v;Bfeu#Pgt*gYxRa*crt^qG90O(WW}k=dc}e43_F zAw9!t{;sx5&qkKlC^(<$o_asi7ui2Z;&v_laOgAbtrM~6%kb=YRKmjZRIv1*@Jvb- z(DbwK-NZ|N8I3OlL#j*=e7C8P&)Vm2MmvL&!lxc~a`yOR`t!P3ur8fE8Nl|JFrJ9W zy5KRT4`4^uzI``+3XI*r_$nbuXT~^Kv{qBn$QSp9Q_Vc%!&H_pS)boTpq5EZM0z;C zmVhTi(usi-`U$XLq|r6`9*CUXbhq+@A$Xdsa|7 zbA9n!x^!=K?wZ}tvotU>WSHKasYgLsa|P*9JdnHjMv9^@bF+3;Gu{HRhbcGc{Su8H zNJ3sgCahrcP+ExbSNf0dL@`Uqvm=J@SkfQ?7IXa; z-ODu2?!E~OeGnD-t%*y9gI-{_nN9q#92ePfprS1w8@^+`?@LbY_{ow&L{3%uK=)62 zc_FQc;uq=r8YZ8(t80oO)jZTrJWjp9;K|#MUnuzITABCg@~Fm$?`T{HZ8zIp2{in` z?VeN}^@;FJ83XW+k)f?tB3j2-DI&^SYVHw^OMm@LlbQUI`Seg(l!%TA12}bKHW3Et zh&Xrv>eW*MnEq4U7EnryCPPR41lG^~)5_CN#eR;J+wl)BTfge`(rRhm9yK>H(-?8N z;eC3rKa44WsKad-V0hD=x?gDj2#CTBw_K_Rg?2((GgDFtm`erb-y6u-j<{z4qfMkR zYB4dlFtVK6WOxONLruD4dFir-9Pe=Wm|h#bVxRM$oKIgJ@qkV z(3OUnt}yz`W0wy6t9;W$48{*`CDsL*i;fu2_{)?oRn^=YpsV?$dU=n+5qkeyceZID zGR9b>3ypOKybsy*y+y-KE0Ovwu@J2UcPAO*VFdvtZ>o69=Ph4Q5%qU9$ZW%}CRR@d z<|`7Fx)m{>pDKwq@Qb|cHC0ZCHD2?2^(&U?U@LO~`=hKJF+G&TInVL4%tk+n!mqIc z9_WcE2z1oYRjSz^*4!MHp>VC$%(#Ym1Io}K8{3mI1=;#d%*mVae9zU_8qUwrOPA2< zkH6WLuL-_$`)hPG-}oFs&f~DkM&p?`s3a@IuNY%jKjaIxp1%v3>uLwqj5%R%7B&j& zt4lWDj62!Yw_~pHc$$?$P%RVf$d*Qzrii4&r}3j#m3|3|@TgFvl-K3i&9D9{-ypeE zXYPuKL7YfVQ`$V(E|$i##}Ca`T5+z>wR0xKgeeIaeT z&mFlFXOYBNvpEurA`mQgf}xQe6aT!D01s!5x0>m-r}^v!?LiTQfMrupZ|xwIT1M(FNuw zX+mw&r^H#WwD-^%UzIsVDCWtt$*c3xR*Ek$wdv7Sxu4jJtiEJa*PUbPnH$6QD@?2Z zMmv;Rsqb1CAW9I|%Az%_^{4w4>>R15AIg17 z?&Izr$5Wf*q|Ks6b486`*DCtsZ!|cG&B6t`2Hj&U%p-V$@|Oo*RJ`Xw_O~Y6kgNvf zOZOtwKh;>oSBqrn7gTFV-L(~h(+}|+n69|ltFvcJYi$yCQVd?0HJDd(q|MdpR0pi$ z^9H?a%V+T_#dWaDzBjCSdwNg4`P)i@*En?2gRNogV8^l;9gC0-<(q74uJ)pvLK1_% zyfxG1<$jc|t3GTrhe;;Y5wW7x8Ze$zp*B8|cZoH^{R+jLzsiD&I1c<1kU zk7IwqbL_dF>pbuCIzI(FVmKKDT)Qjz5Hyf9kgl(=`A>xG7i*#K|5;@33V4MJrC%*x zDpy^Qotb&=ShQ`0sXahu`*lP#6^DQHD=|F~0h_lrZG|WW5ymCl{y)k`;GH*mSmRCZX-&Gc$5WH(W+7QNwd{6g*+ zZG}8<$6=l;=0ieECH1RK9=7}a44+Io*~H7A zHZ^*_3qa)BhFWh_|fy*N+{s`~0fM7LP+Uhu~_t-}LuvG69=8MPYK zPUNHV*w;0~H@Bwm%*z}YdtzpWJ(;wNE5t`Ul6K;6N6xx_|6N+SS)!6Tjememy{S4B zzZA`U5j!~glj@a~&_$wmZBuGQi#n@@N-r(&Uhk$<_h^?Skfk~u$=}n5*STiu39kCPj$UQ3b8VEde&hSFuP@TX756&m*aM_Yq^ z%13cp`{rQD;8EK$YM-U^o#wZ~p!KKq{NZfqTED_pH)$)e7fuv3+QGtG%oN&rfmedHLyt(8%(}PTlK{V z#7XMU@yt()Lf`)Kr0K571(Jn3(-XyCliPh-EraQjG ze)-sxGf3|9LPjyBu>*1P?SLDXy&Cgq^~F60m(s`uH${(D#5+M94GjXatEtDEH$R!| z+w$oR>-_HNOdJ+bObfy{BFh&{Tp4r}9!8LjjU-@|XK1!OUaC`bI3%>C^{^kct@t3O_q$*Y-pPF; z=2GaB=tWJ&OD9=&~!|!uvGxT;(w?>VY@oOBv1N%d+>vY?^OrYm(3J z3-|o9cH-d`>&3Sg0Sw#vJt2edU%aq&Jx3ka!^P}poQ9?|Ocw?0g%awO-ZyNjz2z8q z3#CaN9ve=rn1i#2$b3I9pfx#x$V8ZsJKA5S4}Ue<77n;sxpNmDZP{fF7$*qVJ!kr@PAThcVYDdB;ci*XQ;fw?=uT|f7Rc^9obZ{J9WzpZ#W1bA|gHeWGhdOq+0l1BQeQB5$ z(&HIEK6{n%q~oiiVd z+op)!M^-cr8Ps`JZ>^ zujX#O*t#nzFAi<6`bD!3xRQz4Jmfj>ys#PAbaFO)ck@=mDVp8gSH-!NKw|uZuF|7T zY2duRb`Pz#k2W{!aDz#8Yr@w9gbO{P)es{c^I>A@s>TmkJ7OsBiIwo>wCZf9Pd)A* zXLJJ5U|w9*$EI5SmMR`=1_v zR~VUBWXX+%f^Sg}%9mE$nFnEa> z);Cks8+iZ1>N3UnA$V@$i`>^)*B9FJl{ixrbzU1Z}1i}9*6#{glmMsA<2$G$itG=e<6w&lL# zyQsa9U5B*?Lb(09Z^w(jH(R3fK@o3qBrLE`2Y%BIn^R+uB)6zD|<{uR3@ONI_bL&1acawQH3zFZE zli`^ahRX-Lvumj}^7Et2RcgZ762pCBeWo}rrbk%jN?{P8w*54@K;1=1j#|%B1yVy> zZ{M$TF#5q&0PafbxD6@jnEd>T{&{&tVV11XOHaGVoaIf=j>EPrzg^r?LH4)X zs)0`Xi@lWc}UG$D%k)dDJ_5d4eY^B%h z^<}yCR(Qs%V|0EuN-bEaL^t~I&5+$P@wsb=W?`NBz)@52r+~pGkfD7I_me3)v#Oky zTEwm?d0A_!ZsU}=ln4RY^ryv6(R(_x8l|hy*L{b#E^j?=WfRs>KF{TJof&_Wxg34a z{YA(4SZ|I&lwDpy`0H26*uX)=XhsWTYTvHfhY zIsk`i!L^(Fs79zYz5C$WZhX!$Q5|gP>G$;FewQ)5h@M_Gc64zI2c>F(`BQ=SFy>pLI|uQr=gbJUdFm5AF?JNCs3)5&qR zP$N51fhhHQRT<~m?KrbB?(Q^xrwW6!~rlzLa+MeB` zdx*@p2o3C$x# z?i;>#LF4Q@|F>#QlFnW3t2JA%QZv-*DnC!n9IOcxv6}u7)L3x%*vyssF9-7hmBZ7d~p*M`W*HYk8_;=HC2+RtmmjQV=8B z+l@AVTKSoZk`ySzRGCFTKo(}rJu+J*=0@RWjjkocvdDxZ#5EpPY9SRFDZXS?W51k zj(op44hxLOm_(JnshUbnQ@Gg|B0}gmh}4y=K(^Ekt7L!FE9f$i#{2QgJs%P=RkE)f5q!#bi~GlQ(Hus%t|L_$sGbx20rlN3kdF zYOU=@LpjmO4@_CS9f$q{&@B@=Gjx#r=xvr3)HFaDMiH))2yAekzuX)<*lpx<53SbloIu45X zI*(+T7}hWa)I{1J@8pKeH^g{-$h6XnsylmAkk_z#3G5*XbbcwZhTOcqSe^ziN>@4u5#Z$*oG>`|Vy{WEh`3mBttfuf~#!u-TEO~GlI-j zkhl5e^drh9*eXZH&IjnGg&LA=^MMdNK;74vgT!W`SsAEy%QlQP$2o(ztxZV^TEP>ZEKUR^XDBN;PJfqB*ol5v+yRU%*J(M)sH^RA38kFg2`CJ>E~Qa|_8NfU8`eUg9Pea4_wTVz*M57r_r_3}Wr zDg!J0wN*pAQHUC9ZJkWTsA2-8Wf~EpCnt99Rnh*(d524XmX%&zZ0j$ck~g%&bYS>T z?H&>Vi7H=~=s4@X%&f`#hU1lY2^8#|Sw_}dZ!ljl#~S_wue3I@{0*qQFw zO*<>YM!rf180gyh!sAS5Y0) z@Mt2Ss0Z z%N2aCQ0uVjJ#g>MAkIoEyr1{F7HteNGB*{Oi7(pok+Uo)&vxVytRv-13XNsxQVRAqh&3K3#&4h$4J>Xza1j!-N+k>r<`JvXbBFR_$fS6F^1t@~)WBVBHLLDj z{({?!K}d)?5Ua`kK!=_xhY1um%6(2+A1+SIBSf8sBKFWdhw1e}?TDa?yhlW3uSoy? zQhT%0NY&yDjo@`)bRcqtf4r2aS0`eZL<){lbJ2+^X)O`tu)2Snbk!N;Cc>iHi+WFX zcmx79!&o@74xr3E7!2J=3WYS$gLx>wfQV~QkFuFj1v<1ktsPZBo$pTzk<5*-swMv< z8WSkp67T4X{SG{?JV@%-H4`Om|E$OQmN z2~e9^+wb>_xUb3vCS6TZYmS3$%rsv{!FmHfn-B0)Wf8kd#rzQPjnTOWPi^;Q2Uw#Wg@3JcMeW8776t$ca zxe5#~_V$;Wx_5pU1Fx8c@O_Dd;Y~762ZyigkqoUIGL#E*Zxa1OW_$xXMQ|*z)OvYU zp)&3%%#fGyQ*y zlY^`kQ(y4EIL>ozI|nwVwD3j!1;+G^Z$@PkQ7|Ps zT9Tk1`_NYjnVShdPjyD*)KUW|=!?|$K*F?Xvw%ET7Swv4o6&fy0-kvq{mp8nHFv~x)R~bo0#ajkldInqepaO+ z)e_FEkB<2D7$sQk7l-n~POsc?Y`!01*z5FIt&)Fm?K8smEo9~7a)#_K;7}14@Vh-2 zGh6grvxm2+hiRLpX??#S60Qun^({?xHpB`AP z6+QOh_qgW)IOB!^k=cC;s9Wf5w?PC>***XbqF%hw-JKXXe&H z=JYxASTl7+_XnikG|LE?x=XS|^_rX~Xw)8TM&8@0&8%yGU{GlRGv5cXmt8$gp?JBg zW9$*AXO~1t+i#%Ky;HIpi9TiF`_2+VkIrpEy$q?1zcgATruy%r8eNYeCyz*FSiDJr zM=J~)kw~W!DL} zX59)GrX4#@tPqa?QtZC;9xVBOAE08X&g1XZu?+rmubZBkzj5{es7|7R=ZicrY?ubI zYVbNGN-$rHmIn&+%JWL=-ut!o%Yn^fixuePew9oA{Fw)CN%QK@__e7Wim{MOz{%YY zV#pxb2ahii?Zj zLJ4N=Wt`TSPcl1=hWIxyxA^?vub%W!qiXH^{-f&fYPWi2cJ@f2y|dGQN>|@|x4W3n zk+TDz_Ul;x<=`6#k6fRpvxqj&eg|oI(ffi;)~O2rsJEaVm`lQw%+a#T^cd=7Y6w&k zR6V3SUgAYQYSL{|Lf&uZGWb1n$$k!FE*pw+c`fHVQ2bsFdo&r0_y{!n()8$S?X}L_2 z1O`$x*P^;Ma}ZFoEnOy4W3UMnKR>UAdZ3D6W{}(YjJN4@p5#}uC{HqJSFMRv?(mNc zi_B&-%hI2}7^NWPqu%E)xCxW92B%yD4V7C%>zj{CFh%YB)9A`9&fG0T<^6@tZ@ONg zd&zv%1ZLqP^hgKh5M2zMQ@GG1PoU0x`-+XY!cjZ0l{%P9u)qMhCBHfL@UxEiwzk#p zNNW}q)GOZ<#nN%E4elZgM|{W4!Mzs?5-Yk!K+a-#}pG>=)E-sDX#_TQ4 zlz&)tt!IG9qu{Q;!(Hm)OLvve?%d&vtZOp!4r4Zcm}_esv{9}5ACb6oBOs2d-Vgc4 zBt!Ep$diBktX;JAGS~X&RlJ%BNWe(jvEEPcm!5{ARV6>I=v{K7tYaH*cLU z7yKiIu>XBAC-4kWpdkhIj-r&r`pC4_g!G{v6DD-QU76IJ6i##AVD{`@KL4MrAn~ADtyhn_VU9-6yH9^vCPZ*nC&B?dK>cDrnbf{gIq6+y#iwnHBNAq zJd8xi2_?mF3HUgtIMI`7ZsjYs25(S|LyKIU#Fp8tirOPxhe%ipKI|SU-O$>S>iL=5 zF+F8z0+k#SvY}j91b$OknWd8muh>`2)3coXSYF+EHLfP?p8w}xozybx>BTeui@;4q zVV^Pn;*YLhcvHO?rd5O*x0Lt0-AQZsF%k?yLCXRgQEbRf1!X?sHkNG$#{%uggozTT zJ)xYngycX#7-9llG7wYlMg+^_@dAKEG^i{rd*x?!Mf3lY&XQ;a6V*M8qf}uW-EEgV zo74tvAXuwylS`;Y=P~Ue?=xp~IIBy?bSnCaoNHM_#`sZX0`2RhFS(Jb_FrsNxpN!X zwg}XQdtt6*Jjz~`L`<(aciR&TjO^)vsK-_tw3>VphR?bjw)^wra=@9lZGU&i>oW>8qaSVqgQ;7?U%39 zss5h){01UfO%B#{nX(ad?W^H5EAXOycRBpZzlVqs99M|grLVT7I5J%y`VN*hQ~2;& zM*!N!-#*))V#r)b8K$7(r|_^*mJ7WeYF5B0!T=6cCM5ozyOme3J*)OBo70j8Oth0^ z0ngy|9r#v^dLnzB6@c&cElZ}UZ8--wW^8p0oJ!XdJv*mt!Smo?@O&fi!$_4M#g-j-!|? zqkB@7FV3^z>l>*+@BKA5-+TnA^~-n<*vOPR<%WNAME*%0Zebi4KMQ|Cn@8NBE0I38E81oNfU1hwC{lFi&GytWd5hIh zPYnJhACPCHU2FN3X?rk0O)N`m&A?Mof++ZnXs^+uHPrzYDCMkd_BYmT2o?!%IE9mld7)X)|K^!A%9zjx)jj0K|j87C#Qq-6` zWHf8zZED9pQ(3i?sjATN93O=}Fa)a(abOB>OH|2W>!|k;2N85k23`&clsV2-DW7d( z>S|EKjBYh_rJPeks$a*}p^Y9qV-f^NA->x>SXu zI^%V(N9bSP(^%7(Qz0n~+Yqbj>{Tee2a{241as+GXXkSA`D{0$RyzHj@jm}O^5~o7 zZUv4ZzJ2*EpmV0E^XG=E7f#6TX(`N1Pw#1FiSNdtd*hg&Cnz_H3eeVX4v+iHSy?j< z%cVBRXk<@Ok3SJ*>BEPCJAYKIi4f>F$x_J0M+ak+bd&0UGzU2~-QY$VSdReL>`&>8 zmEP|EdI#w%`FX>Tg6(QKLKt#zCJm-U^$qS%G=Xu2+u<{2@)Es8!bDS_O!YsMegSTp z`r;T9Z{nt=ES{2-&>$;~I`+*y{u?{Q1sGMVW%$HEmVkAeq<$M2Uq2CZEKi&EbnP`v zn+HY5Wg_;p4c;O`{3(+mt0V|uYzy@nvD4#t5-7oshzKt5>>CSlKOsoNz7)t}M~quZ zuA!iNw1)7Z{|SwBcfEYXBLS<2#2L0ks|^q*-peX9!5Cj0V6UK%toUJ(Px>^TB!{^j zA&N$^wqzz?^^D5I7gY@^?%F@4y6JawB+O~B)b5*9>BoIfuz$HK#XAAB$E=Yi<|-3L z8jRxxA}Jv$V2&^~i0Upru?1mT;#WT6%(3l_i^}$xm>6Xy#RNFPJE1}hE*DMA2X9Yk zR`dV0^sbh`x1dtMkeYU;6C1jHcXjni{OTXk+_cTZTYK33CaGAu@4}2Nf1>Hxoy@dS zy3k({kM7Sq5iQwS0Zv^v9@b)p#>T9zVJH7~+PpjN9%1P8HO{3D+uz!1UCf+%Kgach zaqP&b4x4@Jy19LOQ4X=p2#jt9E>4OqF!W;k61!*JP3PMo-WdQMQ0~HGu!E?B2_#^} zwRS8r>P3HLpPFC(T7f(W52q`XNu0y9Z{wlCMvp9+f~RSIf_Q z?1h(iA!=zE^g`}(gYWsyMKySes%eD2o}1Yrj1Fs<;#WA zCy*YM6$@gVNn?4De#HUmA%N?b$ z0Gmt3!Z&Za?Mx#Upj2J#O1x$%d1b_AeZ#sB?AT?bp*$3cCiMBz9-=I0h0R-^>l#b~D5Z@b{^{U=-7 zzpWQHY_dpD7;NN-o#+ig&S052m%z^IxUM56msdSP-ZvU-#gqxPDeuBM+r?H>x5?ND z!Oi|lVCvD~?p2P9VdqmZ(`nsH?lIT}6Jpq{y?09J2;_^Yjk!TQ6qX|Z6B&l56Xy0@ z$3U9Fsn{Xqc@lh94Veanj`bCzOu~T7U+4%h1?r}gG zMiJsclnq)cKB+Cg1D-mrbS~-V$eenweSg5iFisiRL}Uk_(rcQJkc@%qy|7htQiKiT z4NgT)+EN+bw*!HkbP&qnN_5pMlT@;}DO}AOuUt;&2%nv@AE6V%k1m;uc;U4Ze?$wh z@NVs_@%g|%uKz$5((nikT9%=B#ND`ALFmer_`hxxdmX#=_ zs8v2v>H~fzed+yd-_i^7SooLVp791rxe*Tll?en)WvFlJp4`RjsnK|pmt>RxQxrX+)vijH|AI)l zIvR{og1l0K_^lMe=|!g>Qg7urOwkBDV>Ci|kXz&{2&vMUCUqKuEYG0Rx)9ZHiyxA1 zs&rVSm-d@^^O?#^-H0cyb3N(_%9aKCe1Wz+`6tu%WdO*xx^8POa0Q`5zf9KeBbz0axN(t!yE8m0 zufX4baSgNQ;|mvgH?~LP5^fo9Q^SCEOmVtT_bxpLV%Z(5-T>F14Os2kIk4uwof8M2 zlbp9V;U5MqkhJXeAK1Z?^sQ@)dY{RXfR=qv!%ZP~r27=JpVSH(VgUEGeTkR~Wx``) zVxdb(shUv^zWjudnEjZ2Q>bJ2>AlE=u@ap#0PC8en*@-9%OSG6H@xeXFpV*U8Ui~j zA*@>vI2TL~@70NhUW_{lkU!I}Eg@zlUREZ=muE>%r3tK|u0mFSw!{Mo4o2RB)5Et|`&TaM53eAlkfPptb;FCQsF*61P)er~+yJwZ;?a%EHXxiPq}P<}b+ElC`O zc-4@YX_2ucb3I9 z4TN*aJ>vqF-gn{4UG28HuRJEK_Tux2eHsL<-~_b1X8*-nBsY*t3e!jshB$La!SQ-^ z1l45BJhR*sK2lWCfzq_;Xe)15`CmdxGoxrV+TVVq2LQex$8j!Ays|ZqU}g**3?9Fi zf08w3Io8ngss}Z-!((l`Wyv+`)hEhgYzn9648{L4dr`RAh`3H%fC|fJok_2sem2yk zLP^7ZL@w+O9^Nb;`fcEvb1PS_g!o#m%|K6fFm7{Pn~KH{x6AUH^+WImZ3^vH^H_}~ z7>TvXqc?#CX}<(C$>lms{UXgcOv`wJBqQgN7&BsK;2sbD8JgGpgPOOXfq%wWs;S3^ zrWPf4QHgDHdRSS!IoY7p0c?{d1*aGplo>$!;r{`u3xk;R*@uN0^_3@>bZ8^#=|>AG z@;+lw1SXkyvkCVjgUJT;oY3`B2nIE4o}SZtA@}8@3m|M-h9C7&7(qIVp!`cgX8Kjk z(6SMhRZ2V^|AO(qlz49-y!<7wiv=J#5T@YwGEy#OWRZOx>Fwwkz~9 ziJyiSEea+yxM43vWYhu0C1Ihd(WWY`rwrXmay4t#xbsw~!=^ItJ}g0jq40-b0@lR- z8EXIP#A-dpu>Hzex6GVWx+!ng``CcrRHcZp5>AdC^~GM14W}mlUU7d`BYLzN`k}QL zuLYg25f7khD?ypJqP&I^Gp%NmX}*+DCqgyRquiPNAPyn({LlA8O#otx%UIG?=?DD@ znfNQYaoL4*{5E*RPoEs_(f_Ckdo0;m^vvz2-()_A`$p`=zjBQ@|I_@`^UAFi3%~9; z>;r9**xSpQj3=E%n>W93CCovZV~2l752bNr`^-Cz@VJpbQTpw96SIeg>^oMMS%;S# zfal#}?f#(haPt*3Q-9%)TRzPP1(5xLf(Pe+cOA|Ta^Cns3>Kot^uBkBRN2EGo(b6A zNAc`4bDPi!16zKHAYQ~=iI?s%d8Em`f;z*Y zJQVYsp>mY`-ML3|j`|Jr@G$qsgosKkIdqg)>yT*2Y@ngcfRsaD z1h@nSB`9+mSy&S>^71&XPMh<@W2VPB)DE4~#=V8Ul5}QKzM~n`NYJ{sxBrZ&#=@qE z+Zfb7fDB-le|9w%=R`Bm(Z2NsI#;hS4A)fIm&qt)V+^ zu2sbL?t7+P{b}e)Ff@`)5M;}>V}idk6<8K)s1_-ZmWodtH%;1~D4X&S4KG)rVAfD{ zXDM+;5u4dh%EsW55M13wUh4J6jBqLt+V6>a@q4->x@A41sC0RKGTFK-T4Nv6SEI}W zgUkj<3l;67Hl)Yl@)G@KHk}L6(=}a$2&xJcBT8SQxoK!iRIiX>u9Hg>xb&yt?zUlb zcQ9l5uIR+IQC(x3Et*6qy3RhfeNRF|&4I1;Bt4H?M5ihC0}Ii#yoV%^H~0RU*J-$= z_&t98Pc$Pbc~5(iCR;;;@P#uKiWGa^%a<0VG68D4F;(W;FzysIdshc`i!v7bli2g( z&Tq!kZwAD198u_ii)f@}IW~0<%m?KM+`1bb%+`LMTkt(})bCuE>cm+`SKs`RYMHr&ml3&-x)?&-AD?EzLNTO=|?DvJSH@ z0ZYjJxM5OIP+_h4OE`uA$IIW^{<1=lq-{nUSn zJS)?`>DBrhTFu{yD;!>&opt_c9}Iru_opo&#n`E13Um}iKq8Ir3-)-XLy_hae_btH0if4#}U_d^$B`kn7^lY`dmsr0_B*6-%-dDqQk{c}FogDnTjsJ%(Khx{Gf zLaIpZ4!?=(Ww-J9Q<;E(yq4>tC6h8yY_WVS`tyWwzH{P?vSn>NCjIj`zTs)_Cv`Gn zkT9@K$mL^4-w6Wd!IZ+(JD)0ej}!YVvWb;GC_x@ejqV#6HNGEekRSYrg^W>+0tQ%v ztzvk|)%EF3vwb58UyndQPegU03+_}|M1h3{4MqL)*w~jnp|nMBKPNSd#;XZ@A2hey z+wRUuRIKR7QUfL=lm?i{-ht4hBBNQh+Ih2e{bL`wx_<7tMwNwgYDF^Ck;jPAo|_1g zDt%KlWCRK)&f^5Q8rShec@Ih5^75G7L)>5|)Iqu3>32!p}D=ai;eYzi`{JRl7M_0(rusfs2ovI|pF^gxy5DYd#hh zpS4W)7hB)H^=!Mo%lgyH$8qkTlkf5WX%F1)7u(J6L$y~|h!tbx>toqp1SZ8t%+?=W z((M1n4*YMOPCjh;P&)bshi{2L#&w>@ePTH{_RKZ=yRL@U{_vTX9yq{V>jX!#044VC zFElS`?pt^e%m};8%`@zg!5CdFAQ`Z07!u<7$^;0mejIPr`j67cba~89z>Bme~L7%4ON3F1!f-KKv0^J(t<)Q2%wPgm(2w zH-qLKj>td|aK}oZd47a!XYyU!^_Q32wc?7mEVDhnihWg){Si@PFvl+=6=+6mGo%QG z%GC|zx0~Se4_SNz>J5NVZaRQ5Q8}YJS=N(-v!wykwTruz86b+}JW@|13A8!5v?;g9aqvVO4uPPh&_J996r1Cv$g4jYixH2#Jh zlIZPrI|`eg4BD>_Rs~)$RPr;nUr7bWV1!yrsTp+oD67vXffjExsWysCu=VSFrkDe2 zBmTg?DDDyrhh?aIl-(4jM|BeZ6MtK}LX#PfDI*H2Zt(0+E*0`(c&6h*enQCtE5ty| zL`F1js9IbQ@-)J3&?Y@vu|nQ3Zx6(-548w7@}jdPr2IZhr)34KeK*cr^#-C#hPnTY zCYDXqbuP%v>tP%tUmJhWW1{UR^n#=Ck!{@du8v!+9aI!ifge)pCSgniO|5mquqOx} zWvPJNe69^9zK$O(wfTvS{my9vWwV z_jl9f4jK-h>hsD?KD8?!o$i}0EALI?Ry}5CwK*5FmNyZ$;l(&gWU@Q~DjnNIK!+)=0~7F{6t$4@5G ztNE)fND8k6F2ELLp!OLQkKb?gc+<6DTYzwo{v_qq2M#Fj_z0Y;eYTDcpUs+&j1f;> zkz1TMHaMRAell$uvZa>VkV%oBmPt@;;@1Oy@~u3m$Naaa;#z@uN8lU-(0aLlqQ^< zqNkEDu5#)kQ2PCMmvz*0(PiM@?JsEJtZW10J|)~yobB&Ze4L64ixv89FGmAcOP{Pe zG%uxW4g~xiAbC^z4u^4~a^C2QZ3w+5bM$NMcXiCXeIZb~wy=S(!J--NTzfyNeEH}1 z=`pPy%h0%>;P2BfLKlkm#?J|nggBfvk(6nzE zfkq*|^V5#4=aLrRCw~nB^;Jz3eYHB2Q*4)nQZlubt=?G9@!_~SdvzsvY3wTHRTTM> z?%jh~@Rb5+^1SlE&YI>;Q3;E;%ecyj2?oz@w1h3uRK~IZ(gd%T3!{3GPd;`wL;f#T22|p0!`K){h!BM(r4u1a83qkD>1u<@35(G> z6v9U14q?=iwAmiGBbh2Of(0t=>Ynhct2iW9FtEKJ(eO^%s)wIC*?Ud~TJ8AuQp=>${22yGcDhl7^iLsw~AQ2;?==9d3hfD^_d=wN* zgUO^lR1=?mzzM3URd;4JnA@&SrsJWBu3SMgNNY7_F0~n3Th-8(dv6o)-wR?26hzWS zkG=*CySP2veaX$oX7{pv52p4SqfOH8EFtoarVo^*735brcGkwEw%3sVoRJpX;F$ zENh&3fXlKQoHf`fFIBDCWX>+1{%*9sSnK?`A4kM-5+DBedUzthRQhk#*Q-+?^TOhN z{OZa|+X(w8aOo2x{1d$w`j2FYe(pc;x<2twzJ2uI?+3|zxI$@}oK+|vc3^(M$2gj% zKI~<8#AG_d2-x}PJC}DyQtt|$UGHaQl)=$t14ff9=nui?9HQ=>Y6&GeDK-6-`$PIu{FOzj86qn-aE|}cW1v}~Pyk&n#10piE7{Q;T z(UVpzT?U@4VXv-yWZX_rFreU25B?)j^9d1h;F9td{u9@p`uG!sk+6X3y<#9?EHeV> zq<+@t#8rvk=^kVlOd}dyiV+GL`w;fXLQHMrcp~+ZU(Oj(5gj}5Y<*{Ty61m_s&VF- zJe2cIp=9Gev3wCD}ABTvb}f#l1I~8q4E9QUbAFGt$yQe9>{g+F5lkz z48sTmE?AyZ{25*+KJvUS^%6)5`&bgJg12K%6^57gGU5!o`+G$4_&&1leo)bDT`$0J z4iuW%msXCyZO1giR8#vB;Faz3Sv&Rmi}vy@UF4Agi-6L-PKBdUHUZvA$p3cP<$tmt#3Yuv5)+_J|#G9J1a3(EJtHBGp9aJ%;4FR)8fXT=(cy?ylV zwyiz(Kx3uWBK-PcHhW9d{wyRwc%W+6gPu{euQ9t%+4F;TghPrO2{(0G?}WXiux5&h zx5mBz78f>Q+Or|+Xm6ri7>(#-=#O|m?7!RXJxmuz?NQsrVnxj_Dwl^<7a39(!4gDR z?KOss`}akMS1C&xaUD5I_z|U>s{#bvaSMgWsjClq%E?T|&xAYn-9pnupCm`ul!Ov> zI_k(Wph^wfr4x$OM#-UhqOplOa^aTxmj+3tsY@PCAWbHG^)faC6^)&Ai%>H{PWlRL zF1SuVzVL zVwaZPfG+pFq^*&NPGRHquO_CcljpBQwc$uM*V5l3@;2WO*5){4>qC7K3x2NG@XT4)9?GnN4KLH zATdH3MyGm&Bp@eP}bHu|Cn|9ks~{-;Enq&xbz2P@B&vLPV1@5I9rHx7{gzMuP= zNu%eH*pTfdosWs(kTw6nkC`G{l&TsC!k6sy;#iv#pk0okLG(z(p-dD=fPWcwqZ}Hn zaUjg3Bd9@XGc%DT8=d6)Is)U)ATTOKUKCjnZH*;zosC} zfHaP2zE4bDeZAM|Ivh+`>eCqXB{s z=D3QFV|ACvuk3-ckMy}(Qw^wFaF7sohBXNFa#JyN#7DO{a#TP;Rp=-=`$}H3J1B}w zCivTPbRF>N#D@d^G_!O|YNfOy4=p$Z!%3aRQ)yq%K8sFUq6R^4(D~wH@1`6SZN0!s zA7N-U#@!*NQffJpWY!tnf^`u>AuO^UAe-C?I z6Tw9r%uBtG*+2~P(ywLL2~hx1GS@7TGt-5ra6L!I0;IMXO7N8nmK+(e%Y7r(6%L(% z!Y96MAa-oe5iQbvp@}3EhGCkFsO%bTD#r%8U=wfTGWOeZ1Jic{TYnyPCh4g=u>241 zC&BZwTMHK_qAlBxN641j`^rYPu_w!>()HlS-@){060VXTo}?ciPTu@Xd4Bs~Cpv%4 zwCFyWZPv}Z>diytO7-n!&m&UhU1-a^b)(%%c{IB&W-@&jM@`wX_|Juzc)(FS#}P9n z2KBH5tps^*S%s-1yS`HY+;Fk3F1$p)Cpj#IPH(kvS~rzwB=0*do}`7)`QsVG)7gKi zcXuoqF3xg5AwqBXnZn-{Duu|7G&H69K9-Vt1D2Z8>A?ew2!xyxfQ2d`5)UPs;mL4h zgw4ye;Q6S^Yr#R0aZQHlWxfM6c!;_cZA1lyA;UKMGvowUMmh4C+CZ&=wy#d>Tpzn@ zPQg?%>&BictKM74|Aqu_jxL700#lPgvGV+di$M`!>NjMkK#+5-kpk`8=NQLjhPSV= z^kG%-R01)P+$5jCK(p0Vu8@~E-?&1)4#$S3KKpL}BFe*6tR-WMtXh1d`=?OgYJ~tC zMmalhlPjQ?%=x1u)7*M$J>^uFL)ARyWhk%9zZwbkJjwTX z{z$^LXvDJlTFZ+DqhOZFQ`3V^D@x0G3onr?Nknm^tX9w)_f`EM!vy2#;!8=&O}~PG^pst52js{~m3`TTaoZ zF7zR;ZeFjW&XGVA|Q*LMqks}RB}@HRBn63aVY7pSV1SZxW2rI9Lz)FVo? z7|H7B2x5H(--~L$oTxnFZz+J2k`SuHTX7{{2C?Srb(b4L)_PG{MQ#ON<_xXjbE($? z^?03}M;}hjl*y|{Qeb+$tQ3}< zIVgh%wF0S_{$SdKt$P1dYg&OP$0#1R*3=gxv}s^AZC1XDq(1k=O@NoZBTM9)z>E2z8rMg2_MHQusTmg&f3j8@ z+cGcCm~pArwT#|=%+^ko7TpEW2Zoza2458L_-4eQYo`29)1cj+$z=BywWG={a4+Pd zmcaYz@!>B|Zg3xa)PE_L@SeDU!Kdx+r=vHf^^t9-@z>8+wYJWCT|MAv4Ih?>;Ctk} z{*oO|zn;OB&nX2IZi2XJ>dkPIlW>JT76HOPzl4Hk-f<*D$z?ZNsI-_upG(-%K7$ZQ zk_eO_yn7W^$urF2k^$N0^>>dAvfojkI@VNStvvPi>YX7woTAT$N39_{d4V3t7s)>W zW6^uBV5D%A^VXlF6oqI57IN4YfMJ-HyTyf$#t)uOr7HdMgDd+T^P1dHDLhc58Dl2G zJzk(6-9WsMgPs9iJT#cRj;ATc9I`ZAr5;&wM5<>O*^| zlSlN*P01AsNY^>PuW}i0m;yR(6w7mARrcJ?J4gb)qE2+XMi{$*#QZ*Mu1Y4iZ_stg zXR|J0fd2&8F6D74X*+IVAxlB3%m^rTsfvp_+WLQtC zoC_yDD8w8Fn4KWIx1_)u)SF4QC&-{dnE9nE@Uv28KT|F5STXSh>KC93Sw@RUFS+$*J~@L+kXE8y;bCf)t|5^{Qf{$Uu5l@;r5U0}m5Wq+yaYXz ze|Cq)z|x>)`Yy<<_3rwZ7L2v2O9ACb1RY|yOV|S1lqG(_>osAc{OAVs%#ny*V-Dk9 z7<_#iKjKIL=RyH3SEjxJ0OC?eH4Iho9t12tja*6lZzbgYjr(mDaM5JSOn^1^y2dPh z`GPNKdm<5KKf6^(jH6MVJ&F(!(rE8uueLJh>u@7hTlIf@*iFC3@m^mIex&QR_8Ow| zLG+#^1V1g#&#hVhrjGfjN6nzBxO2PcVx=g&;z#Wb{t_~3<~p4m{3BiMHuj{hEqWi>-_G*#sg*X=#&ZUl9?R& zEYOv{odIS82-tI&oS@N>;hQgJdNj$Hdj%%mz!DArkd6{EVy)s`SY0DOQ-0sp-<5o9 zZ(SQvl()!;UC%z2%uqr(P1kLIiFJm^4=qe9+AtG<%Y_`C7%m{xO#~VCZsm{KA1*Y8 z{=OnLMMD%YV(Alhas((=kb~oTm)RsCHbYA5Xok`3;PkDJ&%lzQcB20iJqwhpE{gl6 zENv_hny8AH42VZ{ zwIo1D`wQ!wJAO0GUP(QCxk${sg3f*+mAZMvFKXfRkmbwTXL4cbKhbw)>JXkxO-N2r zeU^>@Ad|3)URv9JEn?phac3%IdP|ycSKb|GrQJo>l@yL>y zu$Ys|XaGX}x)y~Lxgaa+7It6wPC4b8y(3QtEiLV)&JZC{iD`V9RQXT0nUci(Ez&zK>mT< zMru0(D&}oN5|!=HTxaFpcqZsnu__sLp`D|Inxz4DTAv za5HSe(o`6+DfiFo$tc4(!U zKeL!V*m8rN#{XMV^R(AcjXb-fEp)t(EOS2Ibk|ijx7}cR1_`Y+wcd3tBG2p<7*zlfF*DSrPtFgD_spU#nuuOiCMG_N>+|qZsP-Dh{lGiD+`1C31Skd zY~}VvYTT3}PrWhsPgz)sJrhqsb5=sRTC;xWAv{G*-#(mqsqwLX6b8L!jWCR)4Puk6 z^HlJgKM5F>y=SelTgAY6cDY=QV`3*z#7_8<2IGc4@;5vIiSj6SUg>Ma?!&%|Q5JO6 zQ4Z8{A^7Ro;*#;7SAsTDJ;CGznAfH4k6wawkLeki$^L_({qW-cWFEy?2&3n-yNMUB;mEX{`+iI**6c{+B70F&(Ap4n#Fl-|$} z472%?Q&3fcug4{){S2?2K61R)zAh=#7532hPlra7A&R;kfy*;{HeX3QE8M|JMXHE~ z)J0s5b`lv2qi6Xdzt{zNo+C1uaGnjaR&*HY+E<|NCJLp`2}!Wt0M+)@jM&ks_dmXp zPwnF0Ov*q{>5WVOSj(>-T3`r+r)eT_SwXHbOff_NUrc3u=jW{<76|^zcyt*O3cX5>Rhbo87Q)eVW2t1uLUq z!FaOQPnc-EaaLVY_vdAB%b}v5RX5h^0Wxq8IW6@h0eo{BM)iZaHTbq=cK)Q52hHcF zS4Q{31}dr0kbdncdM|%Vol?9=r|wO)GLzS3HS}z)RQh3GvF+p9e^bIhfy#lF%I1jY zt!cI8Oo`mPPYpUNj;7t{N|Kq=HXr*bLvh9^-Xdo0@xvpmTdXvPAu~PJ&KP#0!uZ?0 zKjvOAle`{X`lFTVuN)C-$wI9biYG#Oy`(y8)xf;bBH=AjM5{j84Y5qiKOzUj3LxZi zLD5uHI|)LD1k2ILv2b4Qjb-V*&QI|iGMC)=uHV~!V}uz6v^D*OK=;gg-=xG zQH~BkRg*xiuq%)}39obSj({>JBv;f;%5#IdfqU{fxP$`8VaD>1WWZ6u5+p&IsSQ_O zj3^(G_4?l-Vo5W}kydA4VAIvh>U%vTD_va)St3V$=El*LL`R`YptMNL0;z(LLzGBn z^nkLetp_pyiDE-tGk-q6MHPR{py93$N1cAInf1(}AB2)g(P~wVfIn9?d*?I??>7ET zDUF&?<8IlZ36gFgb1BI7$D&?;EdmrEl$EI!bmirp`W?pDb26iRdQaO(sf*!XS^Pni zp`2jjxzKe1VSG_^E?Gv@Z^-ilC0NC&27!Q(Gx5>IxcL)AuyDtCM8V9=jf&zH_9{>U zEkAJtuhL2RKV*h4LU_&punGsL{>!c8vd0BR9Y}mVZS?H97~qHmG}BP~+wyNjW{kGY z=l#;s{CD+rKAfCQ3Uy_*3gtRGB?uUteWWnM41+rSb%AkUjM6byr04o6ypSw{Q;xN1 zRr(j;@>6s-R@eRcD8p5mVk;*7-O^AVYJK`h#~w`7f?@(q4ovz@c=(Enh)8k&Ej{~V z(C(_MTEIe=Zm=_~XVM35HP#v}4^g&kIe1pk>^6@!2yM)zT7m%(2QAO5rw>*JRIKf& z)&y)4##6N!dq0MiCuYtz;S&0G{DH4KnytN`VyX(qdy&NPIyxP|rZ*6#6PtCCI_e}b zV*5!}G$W>hUODtlWCwD;N1Pmk78ZnItX=~$n={WvNR1?HK_DKXpe^Q3*>-gHg$Wg0@r0Lk z7=$IPK7Xzi`N=x~J+L=W) ziph~a{KqHrFtg;t%cr&<{svV}KZI3G8wTsVzEzub@M`c$AQCAL>xqy4kWY3Y<{4(x%D5-ND3JL7B2 zVKB3tbkM5tF*FMVG#!0@yexfqq>#evtE5mVT8uvK%Ub5RZWT%9_6b~m{ba56vggRPu4St?Wi%L%t!O5LeLn?LrFemGeE-eTdHB;+c%J9Fw+g<7yf`>ZrB*Gjc8_>?3o@Lq&72aEg?>Q;it4) z<(%*hxxol56e()}|F=A=l)6N7QrORdFtS&9Ngsdam52aq^E{+QMjs#Uq+iA1Y&>Fq zYf?ENJS#e?TWl}v$P53U7?B{nJk6;<83EnahA_v~bD4j33NlwnNPKC(Cr;heBw;hO z?}*;aPB|(U?RdpnLa4E`MPfJ@`xVt)CbFp&o-NZ7_DH<+2JOytup6<@wLpLQUasEf z#C!|ImD(682*f-(4BH|jW0QUjbqvCZu3n-1LucEP1xH+IqIL8eA5?jf)WwoV#uq>e zneYnPA4F&5NxXGtmgV2c#Ao(3^uh3*`zOsK$!C08e;b!rUUEv2>RfBHhfl!f_G#0+ zV>;}?)FzK8YR^C2oqOvlNUWPy1ycd{(6D+EdoFZ+)ZSWDc!sUbZ$sgV8MB#5CoL0u zR34~lQW2_xE2-r%T*8wQDTZnO7GsL}M6TF?HZzg>)v>f3gLck$PhP@)PtT|c7ZzmF z91_1ahmut#oyO7{TtT5%oo*{pPcThX$i|(CR0v6TkgFfl8&@dL^_tLQHoN(sI!Syr zWXVr3*ZFRu0Vd&N*~Yua%~M*jCx8wcu@v`TLsugxEdmzf`{5OGU@K<;)unj!XCx@a z-m|t|#~9`w{VRx*-?`7vq>StVlgWcgi-meUyXyK79>4^Yn@E*YFIej0AMW>V#hy|8xh4r8ms>ycvb~+1Cq(qGlRNj+86R1Gk7K9T59~_-#i=`d|14l z^gaL17Q8F?nR+n)CaIWALy81hEP;5sNqG9^@mpQt$+;i0Cc1;#plEDfGfpMT#xEeN2yvcOfC< zR@taYj)|(Ag(NL}th#y5V3Bw#S zR5C3<72AiC;ng5^IOEjPpmH13mLs?^%f<*60_Hf=PTx%aBXLMTWS%Ecp|{X*?Z=Z@zSF9-dZl-od-WH5^lEY$pce=Dl6CCYb409?e$r1VvZ zHmu7wrvG^-__y{`(^bqPimQ9mk@B41h>a99mJT`N+`>}UhV`P)_rftlav@A88?A1L zN_H)mLkG9zuBDvK7`=tkKDl{07R^~k3&(l&E2$&BXM#I4H5}u zc~tK)kKUkPkspQrt+;&?veM%EYjALIWhHCc<1?G(XUbM13VSne!NMJO`j}pJue@i> zk?l^RpAfMI3W}xvoU)7=&*lsqAZyW~SQ*bB2&PV|svgG?Ny-_QJlR}&Y z0422am^S)mNZKaHoYPW7uCUfS%G%$E{tY+o9bSo`vLcuqpvR#HA7NkB^=2y4Vj95M zMjgC(IzN^-n6<_B%hr59&ocf~E7H=Io16+v6T?MO4AWLZ(wms%mO#0S%t7K=W3Oua|S3 zEfcTQ0_p~8QN!U^o>Ozd$8wCVh?7#u&ialW9@p=CB3ls7CwvURnUj|Jm)y09jf}3# z;)l`hwQr9z8C{-+uvtD7Ks*5pbCntMfqiF!a?CLC>%7yi8$EF_unyw z=&F?=Kk<#_9gpRqk))D%B5O*0-5o7IiaQjDA;%Iwu|IwpylHp}@1~tR?D`eJ`}t4L zak}gzU!eY&yO~qqf?d^N+sU1Ob-;<82+AG*A5kpWWP$Rb`}kq;$IG8Ddp%d<6lcQs z>#oSjfX*6q?1*?KwqQvXJNO+f$$(5BGhgn{E+P8hK2F=YsJ5G1JXx5-AQK+&HS8Rx zp)$2n$i&`RKe3Y#icdl>0&oES-sWd6-m<%EjX05BU6Nm2o8GKpB85R@i#eVrk0p~B%SEZo^ z`2_(3hWco4Nm8FiU`{ntWj-kc$-?QYPCU%_{MoLzLMVOyBl{ghp0PKW=(! z>yOuf4fRKd-V5TY`dnTlprh#9@(qp!jADAzA?IRv{E3s?Y8N< zZ~R{CXEVY*;0KC`3=@si*N{dE8B3iCBN>wztyPL-ci(B#>?ckAEHDr1#JbaSb?q^C z2xPk1J7dfBGkz|a#_?rfOLpVtY)dhLKG5;euG`(B!@yfTyyr)cDzL=V%-i7g1w=wr z4SYN;dq4z^iM7SRC7Io>^IsAP?ziU1pX&Ge_ZPt)u1zSvM4I0_s9>OH`+A2BVNzy|1;VoIj#Jv4LAxAIT=!3qoc^5{ClE z^a(6}1xJ0_I%IpRru<>-`ybMa!+4i`zzspG1v)J!XHmM`*lAP_+8nFAxco)moMSFV zG^uPL{`Z3A9IKc%E^c=t*b;=28YKAGy8h3H6ClQn!-Z)?;VfJzr+XhtQeQZ3g-ghh zTe?w8twt7Ar4Kr$MmMm8oEo-KqJ`Aj*pSm1y})vYWs%VD)bk&vxS@kMS%piL{TdSIQQhFT0z&y?@BK-Nc7&`-Me zeRnlOKZ69>2=skiaOG=Zk8?U!#=~t+xbYo6ntLFk4jSsgddCDs7X>l12@FPEo@@TW=9frtW&2biV@D z$mP2q>hCQZ{rkdCILL_0j3Z*55m(v=0wg>VaNrNl3T5jyjPhyC9aU_WM*2qQlke;G zzlft7J3mi+k%l%YqZ0CNC7s~=CZ_G_A`2;pwa{|~A-38}t}hA-M*Tbp_06jHf6p74^oiysJkkc8;tFd@0GWepTX#KyWEa{= zALxLD;VCed%nQtQ>YREx@Q}o5>Sl~=9sp8ArUj3B;n2)ZTl(YU*W2P~_pBstY?954 zu)i{Q6`d#^l4J8*35mznppC&m7n zW{rev%1b*pT-SnT#D+eNw3v&7-*&9M?R=tt=|9I8d8=mBvWE8ePi_#}ftn_Gzl-~r zYie>V_h%28`=e=Np%K%6~PCI>G;gLdbmXBC}ukI9_Dsh<$v#bXYq{PH5&6wX5XhQufwE zR|Oo!RV);`LG7{s%)z^?C@y)1*%?c$xM3VUh_jiI-vjRQQi~tvJ8Dh|=)p$B6YVq4 z-0`(X5llyom$iZ%4bv%VRY1J}V(&%W0aAy8I)_&c+ezxXcQy|-B!kRtPjwHjh5>zC z25)W`|2|w5CTM&nS<3Qiy#z4#RCq2<*Vi%{YH-uDb`LXejeFEj7q zIiWkvQTJ(uRpE!Mx)KwpzK)PVWJ1bm|KP5oo)(MT@6-9*b2|<*+%G?t2nTTN#&qJ1 z2p^;Y%t^uv3_v!uo66ykn&;Wmy$jpB2}_o9!dIS#i4MvaLpnYL(4DNpgQyteoW8=G zjUOwQ`$xA0RBTu=wawXIzyJ~Kgo2rDH~=UtJ4bg&5~3UVf#Iu3r2}U!DC^bF+%Y^Q zU);jhVPR|03_^beH5}Ugvpr6Psq;O2LhG7XA!Bfc-+H?F6=|?!{%VaaNDdcRSiMw5 z(Ogh3rbMu5!bOBOmdmS^>N&tucm-zeH|%

    ~a-Sxp&8E?n0+s3+}WGpnn;YH$`ta z`J#P1ejL)sMVjFFo09gKn~4r+QY?@5@0#yKu=LR99r53PJX|Dwv&qNq<VR=4vG?sp9M25YO;^IvZ2QMv)H}OW zA=$Ta7}r92aM?1`1>82lQZ~0RbV1BYKadGKVM35S0Na5&vT?;T5m4JS-N8)`fY=cM z`rOd_h=U63y&NvWdTMa6HzJY-?0>qQM_7QaIf&`CVLXD`Z3obM7ET2&hq8Eafk>f2 zKDtu(`*8wV=~X_@=RRfx^u6Jq6`(2pQ*0)~ngxq!<4BPE<{K%Xv&$i-Nvm-$GCcI> z9HF?d&IeTepT)OZYBVt_JDPlUgai5o9R4NE(jLDG0NnUKnLdBV$2JYFa5knSY@VUc zi6hcYDs^w9?m-DXsi$TH>XTvIdP@<~vfxLW$`5%{ONnmiA^hZ_U zq%nKt2pCq zz_j*J$)tdQMli38T$oB-w#_sq%6Z;|!I&2)n_4^cumDvou+-ic$f&Iszxj{UZHFCsPb(`cz40cDX*dwO1Gh}Uu#r4PNPw5(zl}XQD=2`SV!8~s0hr- zF{>aQoCP}Xb1M*LLDX}mc6;HjqmzJSgJ@!6`-v$MM7X;uzY5WILHXConPB*O)n)zZ*p}NYjtle$ORsw~wv;GP2D_P!^GhWv{YEQ<^pIy>W)RfwJ~Gto)?H_>mpW zV&Q%5SW7zc8nkZreb}3UVMs7FK$S9PZ@@AX2NN;eOQLD@-Ts?%G zME19F&zV%=Sx$cB0dewlV$yK(jNFt!@{%&%_g`E*wqd2!H$*SfUS=XooT;lgrNSx0 zzDr}U4QPn*#8E(A=blUGblE!fsZ7-H}Pe^4l6qJ7F_mTblk<%q4A5$+RT%rXB5N(6L0-=moM`i`cTSR~~8K`hba zmtw>#{)Qf=Qr4M|vk^oIq4t?Fyaddo5p9N7c=o#zztc4N$3(U4Rbq z>&xD~S9owkV132FFP>6NU{(CU1#(xUxh(4Ao8Nwou_-RRG?1bgca|cHD0>}xS-N_! z$WO0*S-jQwx%$7am!{Awh(G~3O<6-D5b|6q2V+*qep6_?*3Unmc!}6JEe$QV!A;w@ zJQe91h+KbWXE-_ra0=nb-BFe=*QvyBEy(x*P^n%%XuurE86(4Yt z^L#h)x&^NBxw&j}vm?__TcVtK{Q58Zu!pUZibE{I<$8Dbp&?C-)v)gT1yZ0Y+4SJa z`~E3XBTANbE+<1a!bnrG!xJ6kk#pLGf6Y_f>t-ltuNB--Lw(kP=^qJ=nXoX8pq4~? z>*;W>Okq7EVb&XpMRLR&u#u-vWLZAL8?q{LHyLr4BIBa|cP9)W>$mIWEf|;KIgMD`;G;ii zAb^Ohmk732SP$eqq)!f*6@fQqBr%@A!}*wnBDIuGnObo2L(7(aHc~H)<6(l-W_WKOqj?m}xHU9&N50P!2IUCLI)%8|PAPWzZ@2X=KK!(M`a=fP=q}-o z1Y`2G+@4$6j#j-4d4aq2&tK>(z)q*y-lxXtcQ@L0NfRQIf8C zrSp@A?+sm15T$yj!nU5&TJ#*!!0&<`rj1!&c@Yz85r#5xvL<#xzOAEwfBpI!ZyWQb z8o6MwF8(X{Wgz_|y?MfcFa7Py(znWa<4|vrsM4jrQQN8Q5{+Mt8-15#e*@7eY6D5} ztR<~;X1J_DCT(vy&y`1GalV-4em=c}G=)MU4icqpISA*+!}PHbJq~tVyID@2^Sj|G za7J)(CJCEJqx-|(;9RK?h;+igLqsc4-|?R7MAIC&IL zlaeq2NF`N3_(s@Amp<=i!!Lx$OWUAvKT`}io~N7_#J`b5QDw|JBN56W^jDZ82wj22 za@TrJP||oYQgFJ;9%jTdtXdm{jos()+W5J5%BJEHK4U8SEaH6$!j^IpBYRa1heur{ z6cR*{ZF?X1m8<`kwh9S)^}IwM80d;tim1(U+D&CG(BB6(HJYReQ>wU=_{ z1!_)(7q~0fGti7En(dpX3UqiKBu*2ZSL7HSVkCUJ&iz-7hLe;W?y4|A;gEVQasAtv z#5XbjRE9-=dZtLv_g-hCXdgBjuWq+v$k@96cAoe>ezEZ}MKJu{O#r=*)HEtHPL8Wh402SO%dVl#-k9Kj zz3t+z!63_&@D+6icMJ1!I%8vkKP%o{VuD0i>WE4kMtGqomR`dfS#ot?F?qr)fS6tC znejNfr9_bN%T~l%@D|YOWu@?qycXI8n;Gty@|~XVEI)$Hy}dJ-aKK3UWm&ZzE&6$D z##IX;i1qS>%B?FFuTO^}r>Wm#C`nS}y|wiDyyB*7eRWel`A#h>eoULAH8-COhY%Zr zJy61-Ewz72yKf3GY~uI$&nL$3tL$PHgY7%-VXhv=vr%~$-2GRdm=776kY!>Q;TsuP z<)IZGu}}efXOJ9^v+gNEOSINPsxhjMpw6%Dy+syO7u*vquk-Gmw=%8E|DOHX0a_XH z{TIUieKjb6=jCBSaNz1n^Shrl5BE*?RpCFp#`Y(TVs-}{@B{x$m1yGIHo&uK+HJNi z4joZMMHgccKu?Mp#Tedhf9zQ!qaP!WR!e1|cB;$tUJ`xC3(618xht+O5x%y6w}(Ez zaXIPEk-FCFt=(#>@y8M&r^~k1at^9HOj${>ClM-?ZA`?SHpVd?Xg}#PacQPDG8gHS zXhdZFF5-tkwnEP$Rqth=F9vs}?%;D9tYaC63jPW{R>^y%QSkG7${ybFvb8VE%RCVw zV7uaK3W2IG%?!QcXTIik4Z44GOS*#Izq)C^RRP)fQ=zC12w3Wic~Wfy%1~$Nxsc0^ znAc3FFi`?{)+`u5m{hfmThCFpPYg}$3RM@77;c~0+EjD%*wFoiP`1|{`;t^<^3<5x z`mldd*K7emg1oRaRS3buLLs~RubTSov3VrlhLxQ{{z(b+&uTJ(uydGIU=l!!MfyJC z1TQPbp20*eEonG{_qDDRz!P325CLNa;csjV5yA%u<^431p!YeBO^ow9{FsbdXl`wk zQc&lZCU8-@#%G?`nbZ2BY_q1hw>CFvpr5_O^Z@l@hs^Zo&vdc`1JYH!`<1|u=Bcu1 zH{b2^EzHAY~Ts?BcG<3f9a|D20!VA*vAY#N4r53?fn6QEx7zvnc zz*>!s*coWWEEE9Wi1bYqEJ9+Ih3<}Wa7IRXR{W)>qPJj*BP<&im{My zGT~^|jBZ5&l7iP8f6jWHcX|P@=I=w2X4AL>X=uNado2T^s${v~nPhmhFDm$r`Y5T9 z{t|T5Spt2X2Xl^Dkj4$)6!{&de;N5fuAAAD=0Oid6F&K!gXogseiwoN_DdgR;ZpVQ zZB|0Z`MLLdUz73}v1`N^+)H^DU$FD2800|dPK}?Img+-H-h)JpZ`6uX&6n3r3|HJY zHtG;j4x>9>llATFIn^8>6N->@b-{Yw441$n;^}|W*1Gb=fJ*hleobW)-1ZL;-iq7K)6a zAaq~vBhqDNF7>w%2<9O7Pq`legExUq(&C#!=C}y4PkqDx&KJAySDF?-Y8;O;bUc@K zhi}GCNg*38A_1oj@`A=~{)50Nimya5X1}6ze)>(mtD1I?6=2B<1J^w(NHR1bs%?)1 zU6m-mRMn9%(~WL;CLS82@+q|SKv?Qu>HxNmWp#HDERjO*fqBkOU4pF-leIZuoq>=r zi11%aT?Drlul3t?XV!Lxby2@Ak%%7$6^)E(E@_F}-r9KT!zT1yHm2_e;|$F2=WEoc zJRAF`SkUMR;?S^VY5DpR8=A0m7KQo@6XCY;mr+VM}E6r(dl9L4;KJv zCOm!Ut+Vh_vw*L&GXeUG?X-nw%PD(inLW%SUphCMgIA#PF&mdO_s6an#0q2HEA>U} z8xxnJ&cNqlNRFb$+!Rm+0doD4ocVkB@5`c6Jx3C`?5+tl9el#c^M}7!{?kS?s0UwM zAO1i64rA}r72(R+k$5xX%HaIMv4fY}@t8x6U}FObL>-$&x^LpNI?X4(>T0GlqnD8c zx;I?{c4#_X0^reV$Pz7KqGP7B&PC-6;xQ9^xx9W$kB*4YhgtQPk|uy(iZHOqMNh=U zTHv=;QFHL)oZh{uL7wJBQ&?SF?qn#h zM<~AGluWt9@{d2_D?dGCn?K>UHyaw*+u$JEn<$_CZ3{JTPj9DV56~!#)xq9GWlS`! z#KtW{2L}}=eSg{C=`*p&{54n4VkogE^c#aZ07%nJ!4uWEPnq>WoO5Qc+vU;RmD!@y zVi$@sE?u^GBdTxq)1h80BYH`}+#H}D1SVS&)R-MR;m5A!FneUYKARXdc#Ikw)G6&)>s*7XeRggKtX7&% zNd1aZZ%8_eqk`|NYLo)!J_)+q+@`=ocUQQynT!(U&g*g}+yghY&KJW>X}&mxc@ z3)P6X|Dq_VUyb9!#r|;p6_)}|8!B)>Si0|YstO!p3T!j5Pv;DYg0g;TdPj*A{4jsd}BwSISu1MeSbBS}{?^R!#2m z>gw{0U80`(MHQoJWbg{Uv+vW@B+*LK%CgkrvFj_U8`_m+=MZ{BS@kHk&Op+!W$n}@ z!MEovKLSSe?rPeurmDOHaB6*}&R?F`fa?snSmgb)Qa*gqPU;aP(K0q&MNOcM?$9Fhol z#pgL7d(W%d2X)p8`YdLW3d5c+Bh6OYFMZWCt)g>0p0)@KgphH>9DmQD$WtF6Z2WyC!4W>pfK5{Zi#r7!f3u4OGp zin!xq5>fm8?Wi8#js)hT#=)3zGPX{?e4AP2;Y~~t=glbXLG8Ib@b(@NXe^N=yx?jo zD~{$s$BYo}5OflCrAm8l1-rDWy5TpG5REyGo+W;3mY=2X-8E8=KMn7%+VKh2*ZxWQ z1{XXH#FLJ-Oks_!nBU^xZj^gjQKlN9CbDHaE`8`nj+So+? zIrEg@RI&VBZ61_cPZ_LdQPzlxDhwN;?ajfz4PQB$`iufb%tIyZHq#8H)*w zHyFI4jDMDq9b5#oQqG(_u6~wx@6f6Q(t3kYtHK`9Dj%}V@Y_yy`d^ZX169FL!?FdL zvZA(xo!6GAE*2r}_$OE$HwuAL?MktgiUn9u_9uoa*S!5Fw0ueZfwMfZY-Wb~pT#$Z z_mQgvFDeRdxWIKBDjPl6U!F_LN;@x>-6al%k*CS~+Q(2|Ew`NUud^5v#bByRyMU*M z+f)2jFyXj_(xpEJ@D5l&fZeQ`eq9IiV2%Yecpr1~_bD<1EkZFhyBFCKLw&N@#*HON zbIE$|>k-#S_0dQts)M&E+11kwY@G-yg0T!M#g)Xe8%Hh)g`)9Nsgmb0xWCBcecd7f z+K2$(H|p(#4#`*{rJy`vw*rjRWm5Z5^r9j~Prf;C$6ahwSg!f+XdQwZO8HlIob!%- z!OMga5M%A=KRh5>leXAA8r`&AaD@{{b^>+uZ}+1n)hc)!=p7o8bPD5;yKw&1)!8Sr z^6o+USP!n$VH*16&gHgy=Sr*9#uNQ^w4Uf==TASR)vEgHA55!EHaF=FPh6jnRQtoi zm%HwP#1N!d;PZ>i@57VWTh?5m=~{w>O)F4`UMs8A-odDp>7m$MGD9W+Js5rr{veu@ zoon8O^et-GCr$cd=>ertb}oSso^+S0=b}Si3u3*1CJtB8R#hK>mclDMvv8B9=?&E? z4Dr=toYBj9LmiY@llg*f<5sV0p6+rp{sinlGT(tWz@uT4!x~%Ln8Q}Er4exB&8go^ zBFZfARTiQnXq^pfCgz{(Cbk2wBz|En=s8Gaz%$_yfn@9R8alDZr9?aaA4li?$oBj7 z;V5D>O3k1~>`@xEiE0Ug+N-EaP&2eU!0Fjn=k5}~3Fj{iO_p3oAQIxr2lpHeFI!aTDi zMB2Xjq7y4EBE}DFRY0G`+;!C6o!hZ_;8*| zVr3Wym@vHk2+_Ijg9i#uSe$NsZOSh=YYot%gy_8%H+7Ahavw5Y;s-r%LFxlC??RDO z>Lqc#1Z~l`T}qqVgftQli@7nOGEa>-} zWzK4=jKx3GrXx-$s~wU9_(F|Yi{F{4qsK&f28e*BnQD?i z{i0m;FL4J7*V#LK?Fr)sqmIM%4E8?rT1*#~ufbh(3;^JbKnXu(S=yKGa0$YW_JYe-jucBerAyRL67WE}&RGDMk~5=FdO5Jk}g zw?wVwWzL$qJ)m9=R{y?yi#3Zjs)lmvCD=>qZf)uFMdi)s)0j_B>Q)!INm!-c4=XX$ zRnK3|pP8`L0k|~V&h2XA-;o1Oim2pMJ`bc^=SaTr6X|qL+z#5~VTiCPJEThWx9j~) z_;Odj%9zsmsFrP}1?(Y;nKVuIuEtA9C-)M)*} zq<|xz$cZK$EFJVPnj9YOnJAzdF6IY7rMN4KW9+_8JF6MvCwz%M+@_l6cPsz9|L1BP zQydE#8$X4gB4;XOhGxbYF%r+qK(pU7g~B>J<~IW1vU~AHZ|W>NzYYw3J%a%%kc%j) zf+^+D>8L5sSqcFmrZ*P2)F?R8_~2Tz;1g~f;71LE>u`b2ll_;DW35zd>zc>MspWl< z{NmrK1O|vko_zj9?2UUy5%`dWOUlt%!h?xy1~Jx;2@+W)`5rGgHzdIq^jgOMk>`TzoG_4tInegioJoPI&ekvS+n^C_llO+d4qo2!t(9?{B8QmT}-w) z$zIXA{83lHTyNi_0TPU2AcUBNR`d9Wx?hsk@lygt00KX4wvG+19Y9Pq&+Vc6qMYm7 zVQ77+#_EfPM^QPwbZUc+B?}R_R5E7iS6#{I9;uZ3pg}4{IZ_c?A(6lgBEIAjBA*gb zGdDDPZ6u3|Qh?@IyVeZ=BN*Wf<$`|JN+rn-cI0q5(WAq}W7Tk5Vbo@-5CwsN;c7@w zotqBClNDH=Hw-H$sI>t3CYw6}XZQ4D2M}`+ApZ90ZjrvsFP%%Bsy}Gr+;oaP{tMU| zq6-v-m>@LM9|S!xTY3LGOO?fAg1Yt5s|3A2EuZB)=h`OcPNy6fuFV(R5?py67Z~X9 z%F*rc0v*{!?iZGyKfhVwy!-DzhO}DmH(|MA**tHTvdisE<6h7hjXo+CDEoGgrp;Lg zWLhizRLHVyM0!pjTTncKMOj*BZOr0+ITo%1%zNxx4VsSsUJQA)h0JC>7jGVCt_4A0RaaE$h*cXTy}ev?ey>&~Y6JI{!d>VI{+5_)ElGJBxbjur-`Nv>5z#!!A-B;3bCweEu1oBXy#uAm}iR%Q^_BkP6EV#c+~08+)4>e356>kxQwtCLQ4EI;a|<&r}J|h>n#A zdPle$5#yM`aVpFl7ZK*T|Ma+HyK%fm*|X#RE)T579`}Y&FG@wbJagttOknv$;#Zl|%Bak8h{2RWxClrF&lJg?|aP zUuJHix`I*1D29~0XMu)B2nfRWDw}2YNA6q<{W2wh>^awrRzdGX9Yj&Me}CmyT^x>F zV1GsO&-*s~u0JJ;6@n;>d@aX9;y%tfT6?l}75U5Prn|l;MjSscMv!nHF4nZNXfDi5 zrMqa^L!ERGIP+P+A^WP%fKR>97}YCgKv%Hm{HMDHhQZX*+vCC|0)+ycT$gv05?qj% z=p_w+Ng80HZX~S;2_VPgGc4rQhhGB>; zg@gR55VNXebb#2aBjUo)*S=umBxyz_2ktf^DvkPSdsCc1Hgn9wj*xd{0zg(KApZO7 z(dDZFd^7#tZr?UFl2*Y3Nu=Y_ja4hY-c5j1cPK>rF`(Q;Qw}x^T z-8&jrr`9L-R@*3f!c+{`g6eB!HKdKD)w)}w7RqRWk=n4Y)l)JK!)bq0OS?Lo{vFCs zU6JfT80LMJYJc4bbxLnMhv>Z@aou)hcdLrcp~({mg_kI~kFt56D~9ksGTjmbn4t!I&rmE1LTOp=HC=h)E?5*(NurG5w2>s2Sn03O=E* zgnPTXBUVytF+cjQ;hT>lsYfo}Y7{^2!trX>nmZfA>CN)7g}(_ED=oD(3j_ai>Mh>* zbys8{2`Qs0L-Av>-7z*H1T~_6oEN{||69KpFKd1=Q2pWZ-9mnT$?K$HOb&E)qZ~6g zVn(XSLDa^{;^@#t@4~O-H8pboZ6SwX-XER^%{&#&Aoao03-IbPWp^MKe-C|(u%rpA zr$=Aa2<|W_lj5j3Od>JAjFB2ELMXOFAe?4So@YH(%^OVeoID0>&-n_Vp*BoLG59{R zZrPo0rmdPzNL`2vYnm@hLbi15ciy?{!R)v?{Dxv@DA<+nvPx88`K3X;!uGfuC}T4cBRjLd{cri9BP*GE#QaPu0Qt zwz5LSd8X)pV_4awPcaKlJngxTP78OpXI@}S&)unVJfsndAN&J-LC_%Q<4qkj8lX6n zK#Db&AE%C2Qh&EUF8Vw|noMx=*4R*1mF9&4Tzbi;a|4Ah_pfh{?jILaX5*WG#{ZT2 zrE*c>6isP8>(-*#j^0&`g|7VB`^%RM0Uql79!6}XAYZVG`CT>f6Q?x)S!?yY7K=)5 z!>_1?-X~^Ceqst+6>;p`Ogt1Ms11Niyo zyTBwAsNCzhm6O=BXX1y&*i9eCcH!YUf#l}VEDpbV_uq>~IEdWmB(!RG^^BOyj8(VA z>@J@Bt0pi!`g?R38(Vi~7wk_KgS;Ll57x>50f7|1L}Jyt*7k2cV2Uz8C`1qfv9^gG zHU#7v_c4w>`Tfy{J|4xCUMvFUg?S#qLvG*i96xoyfZ zd61?XBI)S2UEfol0G0XOB2?WLRUKyKwwp(XHFfe>RQN;0RM>4GTepjqZ3R?Kd@jpw zlbHi`Ut<9_$es2uMoeXF(z6?YV--bY(3cqbH#aN4DOMAn%;Qo=(+HW{R3nFnhr20k z>OgDng`e3`-tGi$?8@4dncZIWic?x%G8IaurwZj#*?CxauiTA?1_<@v9&<3eEKzv3s5YnD+*#2YN;Hq5Q^K( z?``9`Mz0!d5a{U$=TV`;Vp6Yf(ls;4>*y7zr-_u+g2a9p_@0kn8JQpdV2E%yo|!A% z`{noxiiIfRZq0&ib?TlIOqB%V#L9rQ;#G^RB&^D*p*8H$Wg@Har|uuU*(BQa=mpwD zeneq#F4aNiKEg@roEVgcz5a)#OY4DmRGSCQ-P*D3m!V zW1Yybz8klUa>YcqmStD@CV$N@%=k~TX#9WmzEI(`(%UcekQgt8o!F74P-w7i>$fQZ zRlOB{NxzTRJQiPG*!H9bj~Zw{6q48Q46ShINDE05eRcMkRh?i_;Cbt88r<>OwOvZ2 z87U!U%XeHx7RY|iR-(>btX)OY{?`YT7`?^?_@Ac64f=@0}@u5cCzVrdK!Rr;2Bb%QU zk6C)@JX;JG`_9Z|BOU9^;!w6WmQ@k6lzRuyME0WI_?(sOeOgI-2iqSw8d$*F95d>A zQL{B6|KC z+mtv+5=uvca#)DJUHjg1p-h>+{E&11!0~iUd>Ji>AK~_^qGCjW3`Mn#>xviGuyO*V zzu5MV&f|IeaO=Pg2qG-HxO_B?TZ{|t+2GGQS=CP-lV3-g8IK<|v&X3Gfok_`p>qRnvwdZQ_rKcM4diK!{rylXWa91?o`< z{uV*wkzgC>^=CXCp@*wYMsp&4`uy^4!s&Kz)=377i!=kJ-R5e(amb<{M$3p zv5$2pnGLLeVdM2r{N1eB!6{EoP%tvm0{+V1>;9ILKR7}N3Vt5;WLR5N{Q3O|NXmQa zx?S?j?H^}^@7exd$6I#=+j(GS@=JiqLdYGmHe(J#`D|lECdEqTbZSl{_I&`p`GSAZ zuTSrvGdR)~EfVc+tE2N*c~w$q2uV8_lPK06wOORK=YxxlR$FEO*Yb_ zval)?4uwS?dr9nkmh{W81!&Y(^{c75R*j)`z`mMbpRaEr65VzVDR-B0HW-Qm?b4hY z{ta$<*y`Eo<(Qt9m;C>xvyp7_fA``KJoo6l*T31EA3c(jxk*nv9q271!PM^im%H}J zIWGs%t|}n3vCGkXW=6rd0DQnB{Y^LO-jJoNxXMk+eaDK^yWES*wX+QKvJYw8!!E=U zCC&H%?*Gj3KXzdr#pT0q52g@Gjf0m>GIE$XCb=5lGmh?arulCS1a|mhhgj3 zk!LiG_ht`*nMRm~lK98oSHXgWLjUZ4zPU25f?bcQ%v|f(=5v_LgbqU$@TCmq`lP#i zG4Ac)6K>xDBtX|C!GUms@h>l8^}|lyuAA95j{M!rjus*g-pGJ>@Id(W}M1`Y|8bq zLf?$@l-7r1=4}yMb{GX=5|%vLLN$gMTam^?5&A*|wwQVfN~5?lF&rF=c$8?W=5h2i zC}UmJoED+v1@9M>(3E&+p*SLgvJFS!8AH&Dl_YKGC=o=iz}iSG!Z?-*m~xet{utJ^ z!{x#XO8xs>zB(#QBV@SZBoLy>pKt%4n+}JJl#&;SG3!wcmsMSHpx4ssu>FWmr(I`& z>|Qq8Rc)t}=P`!z)1e|I?6&!p2MI5)2pFkZIRvHlRpIaCf-HMZw_pv0ed**@J}i8y z-A;$uODbCNlzznlIhh^qw0lSyntGs z5dJJhp>jHIh4KE;aL;p73WFjKR*B~fN={f%ZRk5C0fH!VK0-4554fKgX5?B}Du2m)C+PiMF9Vl%uqbhxu`eIfPRG-OH%t zVJ?(d;;z&~wTB888n%iZ0K(`0j=0Qzpb@EUgnfge2QI}0*5}fM&}>`9!e?uxO}E~6 zo7iF6Y#L7hR00-lYAO6WQMWL7`;jjB;3kPGM43O(k$p)ix)(>Ftmdm|WUga0?d?6( zj88?;XKhQ|hhdLHM_|^&Z*@)RS{adx#i;(SYPAcmRcatF$}L5Nqvc!L1Qsi((qT0# z1NgUydOy?h@>@jD5PU2~YBDvQN5_W&6;z95tcmm@b4>ZiDf=$Brn<1CzQ<@_Xr>+B z82Zmgsk%5Pl10{IxgGlkZ3nHxWk)^c=haFN%99TM$|gUs$cxEQbTLH86UF=bIS%hu zSBrxwXcSWf6pv;clre3$c`A2X0f7u?*{Z#XCv)4+eJ28>O5VX*o^ZRD@`s$rW0#^Paw)~h87WAfv33n8Y z4m3HWMK7OLBKj>QTnW&@+6xXEu94n}&FCt&K^M?uj7cthJgT02vm-ef@_@w!(6)tm z-bS)1*_vvf$=z={F22*b@&Y|-# zP&>l8;6dL)GAUz>uy((C3mH{M^?M$adZ~eouXi@+AM!dJj0eak{+H!3Eh(aBi$ATG zNmaOR@3pKHeY>j0m**-0A^_%-bVz+VqynL)!b^f_W7z1jsGEyjGd$Ir!=662RvMl1 zj2Z)S-cIHI+F)A=qlWa(zD*_{wD<-6OO#b|zfFX*373l2%;;rw+u;=P!}qm@9n?Q! zmYi01H;@RiTndOsK+p>s2vZXdjX_l-9}gt?RCe?&Z1E-8xnRN*ROl%cAg!f>ZI{{A zosqF)5DIHPf!d-}(qO61xK3&^yp=^l1Eg{X;$R4e^p=kn$nZ#a^>^lM-S1QRImIsR!t>X2`V;j-rG#`D@*SC+s{a#2TPq;2ZuLc@pBCyn{Dl>jVx z=GpXDtA+DZN#S32%M5#;qS=sdD!n5TzPOQyE^Cu)!Bl%Kq=q3a9fr0?Dn&}JFN#%N zZ5&4Is|rBs5h}Ir^Z#01)iP0}DH1Oa+}uH7$wJ+}}D|_*o4p9Kb--QiOh+Ls2^JFpLJ#lG%qj?nYT56Hgs=ayD?Dn^5($gOUd^ z;}=bLy-{6cz|uBvr?=aAPDit85Ad_~ytC`A^F`mz#(gUL7s>1c2^?m%)gsrUf2?)# zHwsxnD7BV}o-S^*i7r@KacxztyUjR0ysj&#ND=rE0;97a@;fXo|JYQR`Fh82uHt%V zG2-3FmA8pz6IV~be%nL=|yj zDYs^-QsG+`unV4Dt9UAv^F3mEXg!z4FT6%&3n{_j%arNXhYlP43ZDgHKj_Zt%f?eW z^*UAlJDo8VSQ-1FH?P`Qn+}t{Ig_1IxP~>S!|O1(Yfd8NbFEaV=p{!ZAw_IZF_mMO zhxE_+3e}XnOdnmJ#>|}>Bcvk4Q&c=Lw{m5eWo6pxr}eCZ3@AHsziIGH$>v+_YyXW` z|BnI+)!ZA&?L5e|+o^d`U3)aehkoL7x^MhZe_HlgCFj98>E@zP^c1sW{4j9Q8T1_= z^?lH$9bF^Y%CJXt&rhwZgfF|0DQhp{0B~xh2mtO46`IP~cwU^ez-2%VU{M7{iK#!k z`Z!i90Wqxmve@*4cX%X-j&q%Qy{)Z~OO2+%b z#MpSNVgjnkVWxyrohh^R<(6uB&A#r zu5MdZ?XGkE)A zgNLP~(|P4!pvwR5qOYFFdQPWM{<>g$c1HQ@X;8ZipO~Q{z1?)qs>)yKdxl?0p6BPk zrjvH~PNk)TiARaDpJ=&A@av=lU<#^eG_Ywl9Vj6d7OE!3H6nc_HaM*m%`uZx{_QG| z%lFuk`~V3j#Xyto=sJsRE>E<`&vTo}Cd!;tN+1%M&KlDbK~3D`T1P8Cs(i)%G_E>Z z4>{cm2Mrmv(=Pvby~mH@i_<|2^H}7EqC}tSOEQ1QxsZiZDU$Wq-bMxKSx@qf=typs9d2U@t^z>f)WLKxkE#=Q!D5cy3qS$WnCxra<5~W?!%E8QiDpOWXMT6DTe}cq>{dNJm zmw1|d9$l91%%5ug!Xf^EFeN%I0b=FQxG8#np<~)-!fPXA62;#5@$S>t5BP1hb@v88 z5D$F3t7fTQnwprw?V(TiB;+z`9*jIIWz_unxo+o4=eIorpEoDXOC*<8Wc!sPHuSS3 zv2OK|c-YBQ>q0jD3rP{GJ+P&KFc9KE+ z5xw+YHDF^smx&%&B#Eug*C?0=klyA`Ra7umJhFSOBG`;2|ISw|JgnT>p^Eebp`bLd zFh>v&2rHw-K)9IyJI)8d%|5j8-0Nnf%vP_gsgXcDj$0=K2vD>?vSBMV9gc6-)4BFs zC)1FpM;v>0&za>Wj(N^{t4%AsLGvV~S+1XRT-h&9bdx;`e(vqn(rXqD`^ zj|xeq`K;C1+|*XSx#>3gyu8R;#0x6UQ5(X#$A+NNi;%X*^ zOp`y9r1Rr7GnxzWT5Q>L0wfE4aN`Km6Vhb*k60&J<2=6il!(#(KZx9VR|jL@pX59i zsWcB65047poLrJIf7|NAoI#r%wNC|^T0i>9K)!)hkY-cNVa z`|(ac50w|*?I+MYjW#JT{FK0FAoP-wRzd4E zYYqIAKF5F@CjZ}PtV4bj_KOAcp7XY$=n}*Wk>-bObs+12+oyyOV1%@49`onB7$%D1 zSGalosVAL=hg@^xlt}yD*|1;l!O+H}8`)dM#$+`tFZ1`p9Gm_DW$swdZQp%=_R4FD zSF7aiS>ndG3$v*mdtfuPf+Fp2cHEj{Vl%@DdEYvLx*tX3eV?{HjYq(w=LPv9DvwRZ z{;JVjbhf+m&Ra5Q*6(hr>I@?}`Iu*JVupo1WLw7MzA;UYH6ap;PEf^~1nq|s z_zY@n zN>K26S~Y3kH@y=fuD2=;(GX}=1Bfw5hWikHrv)psc@%@E^7&}VtQo$VZ&~+$m7bXx zV)^@yuW>_ee@oUMFw(hvB?ga;?@*-RgH7X1~6w3`P`~ zIc_OxVxO8#Wpdi=HtuKo-o)*7oD)P7n*1LhV~&+6cZa^^FB{s5^pfHK2-O*i4Uk(w zA?q)vD%|q@bsl0b{sGiidC_{7h`8URE3I2YWgXfP{D>FSfkmV%KQ3?17WM@iE`JSO z`^S@o!0*$>UaS%nS-2+|e4!LJ1{Ps?3gh;d zP=sf8n7x6~!(`1`4ni_3SJaW4jk0iDkWD9hk9ODXcR`D-?c(VlhE-C>kHssIk(Wtk__7XS$GA z^!!yLV9)C1^G{Q#+ z_VJoTM{`S(%HC@6=^)4TPcpO9=Xq&Pz7hY1SKu$Mq&)y831-7JWP~p}PWgK5Hfb`2 zCh0q|=AlvBINd22BXsXBctk=u_r9p6$)% zaYG$Nj}@m7*?uBpu{D)X!($|yGKPoRiwk`Z zYKApFIR8Ar1TG`ByEh~-jA@1;RwtHTdtEvc_-Us`ebx1i){l#QmGG73kkr|PLcIzP zpaJEvY^KG)!V>O#eqt~GE!uJ0Z7JA+0K4!KDg_x+{Sp)c_^`lDaq>YQQ7vCZoT9=? z_hONDq1ZWN2}8E+J?#)D>KyKWRAo$AC$V~JJEMvyDK#SzKLO;Ysl!e-T~c744=^u( ztvVc?nLG%ryqAjmq(h&Sr}>`4YKNi&+d9|PM!7$bS1xXxDMdjLCDvfl6PU`U=FmM@ ze|NER_i6}gyiLByujAY(daGOE()!aN6_yQ2 zMG0qmTwza1Ow=}{Xec_}}P<8TprsOW9r0$gd?LQP7TZdq^G@H;`} z+0*#eUuRmw+mMBV>OuZ~{Q5^s;2WaAQjWm(W*SrOY{V)A4V@97V+od0t@JpRa@&kz zeoju=Ds`0_Usx_xXgfu0fzSzn1fw<;zO=fo8^z`Q0r}#4N0CvX2f*TcLrzMCC_P*b zrByJyR}^3c5>4oXyK(Eyeo280)76Ra(w{!(erg+haKvZkUTBnYO>e&_?LZg)!o)`T zMzTdDDC7|Yxwcu5cQ`9zqU;)ER3#KVyermRvq$AuzSkwrqS=rUcRkPH#dP{_=Xd3q z`F;|bIq^*6T`uO0dt)f|yP`MN%--%dOO$y}r1LJYsIF!)u#NANE>M|2{|8WYHplaN zO>|y*mTyPC;FDHlP@2`wG`!Dk@330%*Zbde8BNQ#o%k32fBW+C3q~n#=kZp7jsFiB zoRxljH8s79sHx8G@4w|4(@a`$+NTL=$}DG0zG}*Pj(|QG>GhULt9Z|6NsP z+!Ps9v;__?sf(cPQ%~9!T9xw+eC3{B!l93y-@A}AYJTctI~EzjXv8Lv68<>R^V?)d{Ty|a{jB>Zgzji;>ce}Wj`5s6Qr4(ZErL{On+*IKps>5+9B0@*n zy3N(<#9A1oU!g0=MWjS*t2@}2RAJYqw6G}K6k-gf7$nii|AG)|-)%wwP)BpPPyMTq zCi6>ittw7v&lk{-Jsj;>3wgBP6y`fV96)d&tH%QKjFL;uk%T|^(FW*`X8jP>fy4)9 z6yU(Enl3t9`F1XXuG(&G8@AI=PZpwE6oe?*%=NF$>wDV&HZz&;%fon!z2qe@dRrMac zY^##GIJ7LgN2lcQB{Yd0N)f4Mr_-4Z_AcCetU^NqVe<3HPkEhZt|R?$TZ7KL<6wdG zm&NVh&{`zPIv&-y!As)2&La04MX#?GG=~pl^oTqQeNOloKUJ?=VMg;wJdDT2qX#t&xdI1*xCO`!I#b?Tqhk|Uunswc5!Ms`3 z1$_OSVFMmQPZu>_=;+ANU{9!i3Eod|h58Xhjf9w6qLKV3c<;fpvG+L;PRc>72Dzfl zQfUb_{piSrb4Xb4zH`Ibyw6@$7?Pi&82mHyxB!{JZ6XBd9WPs}X7BH!>Y&tu>Fu^x zETYuEt^YhI$x|DB1c07_c?pGz??mEyv*c3eKp31^^tqQZ*)9DGBM?9bSne&v6G?*ksl1in77yyJ?luI^@8%W!DFd-*R7p);K)olr`lJ z^z6*`;mmD3@TQaV{dhUrKX1VJCaAId+0}04yus&#z^${NjpL`xZ`#^>pFjc7rN_?N z!A1{0j|X3_l|pQqj!yJ!OY7f+Qut%}`hUn(ii(wb%o(-~SuGr3B>$tpJjOGSvJ18e zerx3DPs9@VE9j;)!fBp#Qi~s*lKp8=cq4FRT^aqMYEJ751P-ow($$Q~|5thCNo_Ie zm^oqzeM~f1Gdzw-qk0xo-=o#`rABePJ(mDEio8D@|2@ayv9+Q{>cKPx!AAw@Z{Te; ztXo4l%5ijcL;kML2+7}GHX4R=DSTC8>)5;*TD-*nnO?{9HrEi(dC+V`TD^DqH>8o5 z!_z*(c#zwH|DN2D^dDU2UgQj^hEA@r^dTqEB!08KR5Q|_A6DM zg&8Br2`e8S86p(Y$4nw`%R^a-j$Jj8M>?r=dN(?N{ZQV#A_l6 zrL`*CkTS_XNE9=9NCy`O6(#SdcNLb9gEfO##^I3JEI-Bp34j{OBEkDd+u5C4a5y+> z3kSd-D`D8l`42x=ST-^~|9V$yDSu@@mw^8l*>14i#mVyQZ#$0g!tj|K6$<3)bUhEJp0^| z0x8~Om^uRhJ_l3EgChJp%pnqfkdHSXbY649b|KZ0?h*^47=;|c&TdUA`lnX4JXN$p z&I6BV-uP50Tr;s_svh@K$q$&AnK@33^hW3jYf8uq!7tC63?7Nn8Hj+OCID8~IE5Vv zzc6O7@)tciO%q%%#mj9jR{iT~PqkE&Zw!wVk&r$#5Xj%wyzpt@2bH|$R`dAs1|tZ1 zJ$25RT{!y_Bq~+-@AGuSoq2zOz~G9Jv&CVcxs1jAwko^XE!u4UOdoiP8zzf70KNGaBJ2lBTF?QH@9q=9aHCTLKapKQdHkUGZ-HamVO zC5oc|Y)&{80=2rzrqJG~ejzJe!(CIm$T(|6@-oEShe^cE*8M^Ja?v)C{S<$a+}H9n zS38~M$Jf_KgM`nYo?{`bnZLT@d%yZ;WEwd7J%rFf>|C8S(p*on9A_WP1Ih--@>KoH zqp6NK4z3b678=>C6S~&OfBvSMa=$&Op~yV&^I{LJ5mr;&ZF4pyzh`tRJoCmj z@ra!U+@_H3v_<%25?UrCET8>aF-HjnAZN6odi%XveQbWJ+#m!U_||H)#vu(lq$Z{x z3{4JTp!VqZ5k(0SG(UKk)KAvYoh2D!-gK{johaXcLTs%W2NNPTEkQLJJWRq*=DK#p z-d|&IK`P7NL$mYAo<0ixdH>LqQ87aN6SknX^C@W)Z9P@72)B!cAIeogB~e!%Vi`4+ zLx2Ru2;+Q7CHh?K%%Ugq1ay@tVVI=ya!A|I$OWU-A7*Oje>8JAI{W_^BILm?b?Bge z6T)_Fd7KylpfJC?rVAETEg2d*0cN2rPQB8o=ZEVmndtCmD>PnrDSb8Ozi2=^TSdD2kJ z>UrI4o_1bnIotUsVYs!Hy(hZhy*;~2#_jbv1taTe@+!o7rd9`SEX636;{Of$IM}V` zD$`Bh#T1tmuNfpzOfTCVXdDXXnzB_7iFNgii`6B>Z#er?K#o$JH>C(XzO}AsBtEf^ zTj(`a(J`rl0AUBhK`xk*26OQoWB{n)Dg zPA87u>TBJ7X)Hupkx?s^HH>(zefcvog&3~DDRMJ41+QOQ)=`&-TPDane5!%PG$TD} z$FcC%bi3Sznzx(;!ae54kEg3u0t)@3 z0Hh*8q|D#F##2yWMP*1WZWa%`39*FJ00DhM@DGuh5pW&+TXI%j7L~^8gguvdpm{zk z7$62@Rril2$$ecz)j&lEphmj8kCSV~rUu6X9AXIjI00H>9W(~j&D$R5Uhiw%+=C-j z%o3lr%}E*Jw+IUa5p=XEe+f59+dSVnDYjWD)o35#QKk^D6D1+>bT|`t!mC>}0F>WxX znnFY;J!^PoxySxIJxDyYva!}olKMvMAr=WY)TChlaDH-D>c^mXjdCkwlNh*^q;(`0 zsU>YIAwgdc3-sGfb@FBNX~96cMo@(wp(m%Xsh?Q7EsD)0 z^4@~G&YYCg zn`o;lsJMwUM$2`>!G)R}9%t7iLt zifPMpFJswW@ulc-$YSir1A3nv~g+7Iqsy3igt}_)wu8sWg ztYl-4I5F(x`;y^vGE8RF$uaA%nws@@gx;S`&CK3f9;AE&zclw*|2;G!O*Ht5uT0m9 zn@1r|&`ORX2WlmUC7eX+g{@DIYW#JVVc2lgvk7nj|QrqwAGKpD{OO? z%TSbwfrw-lCecWsRzFsNK7TgYpxhag;fudD(L;B6=Wb)g0NNRn4_v(2Ht9>8Vi%+BVo8G6GK4eMR^Ui2G=cgMC2$0 zn{D^chBWwL@K{obiM@oP4$x5?0K2D~T+Px=7X&%NdR$UQ$&mQ0Wg?lO1W zKe0tL^Nx)t}LKr+@eJ8@dr?N@pjzU+j%~Jd|Pnh+atHg!7^qupHa3P~b$KvLaqf$1> zlRwj6(dK(bd*d~48_cgVZBx=6hpgA6-@d0t1`v&$^8JpY7~HDkfjJi28J~7Q6);j1 zoFR#%&1KSMSv}JUv$u?t8lKt@VT_I^m#C;~jQs`rDHmEvI!E#hck}%hpU{m_(`EeK zZ8YtowEK3Ap}JLweq#a{#>J(G)1pDcaBgX$q<$#Rq^J`%y6{M>0uJp9$gzv1ZiUWR zsy}3ss~Y{M4mlahmNGMRMMe3q5>%eUf-*z@l!Q^ecg&~D-84(nIC}LzmYbC=ER}ghhLt+I9)_Oat$r!pVN@+tOO3IoxgsWf6 zj1?VBtGnsj%b33ID`#VA;}3gPl?&*GK0(%{nZJa9dAVjl2q5%1KWAbF`1G}#=osbu zjN$V(!5*^6RK2*2PVM@_!R{#5wtVXFuP?{}8ZZ0bt$M&mex3#;=MMdu(|;gjT2H+N zrrl%l6Xu%v)WuHs`?a(pgYf570fF{+q#d>orx>!!u;Mb=se82Ejh1IK_t#tO!pEz654W5Rs)gB~ zxqtdxO-$`;vdMWLFSZ0~PEVSBU}3dE?X{R{)tP;f9G%-Hb^n@rz?J)54Wdr&H&lSD z(7tXyXN2b$m6SqI_YYGZMhMMKBo+@MqexLq0%H^zpW}v9chHB`crob^b%VOG-8H#} zUNW!v2QhwMu4b`^#i}sEQbEB|#`GyL4_>4`V)ige>*F#F4=IKmb${*SDpOk&IH4a(t9*dB73x8lr!xG6akr@iPFqI&=0mgvMLh~EH2{V7GUs;#kZIR zp*=kVsv*%iT9d!Ui4Wo~@|Q)PG)CL1sKe;9eW3>*$QI+B#H03=#4wM@UVN!DJQS@E zv{H_8QmFQ$FypKah%b==CU2?{UK4<%kKjoIdNRer4`YHuRT45?YQ(+YdxRXcXVL62 z)(gWqep)_e224doh&E*E@wP=*aza1WwB^QHck0%}{@^Tr=d*MnTd3gSy=EhO$3d_| z+XvMzWJ6S>*>K-e%_Q0XSEPt&}g%`cjGyGf8D{T6w z2mgovRXjTI)T{1ZshPhd?9TfyEW9dY#%ZOl=G(h>T6d1-gLVyuv$RPelCyz-cmRWT z=6h{(Uu^^(?t-{*>CSc8)QqXk=XRb59nC&5dERU{ZZ!hrlrVK!UF(3lIP1OVDz7ZP zSBB}@!tLWR5Y%Pr8WACoM)&Kf%+i56(sL7`Hmq74pqeO459cKcO?nJ5 z&UO)FO?;jo4{GiXd|{S|iJDq!vpn;(WpRQgfhSza437CLU^p z&WOSxO-+3&6wMK=^2OS;5P|#$RvyLIbaa)aJ=9S3<574(q>%o!cQ%xbCHqPcRHYwS}s|7ejs@G)=(i~2r6N@>v z^hVZpj5kd-wQ+m`IK}z~(inNlJc%iVeoY*(=p(n3&wJ1`GN@k~M&G26kNh%%Z}_Z~ zM0^e!MonIs&|9TJJ+s9=)Fx;GY-{*jJdiN|!d^QLo$_D|Z}yLe04R&gy-gS%b+!d? z*yqA_FHvXL|GJWmEdGzC_i$(Pao@jV)Qlol&?5F0rHV$i61(=EO(Ip&CTj0W zt=e1Z5PPqnR+Xx))M%BWo_xN)xfjpI;zVB8gm4`JfEF=VmLW8lNoyP?NbY!qhTkTg4rA^+IUIwf>|3_T62$nAob~ zrPH8?&3~Sj$2KKl#ye~!sdp6CAAb4y-}b{#@@FsWm|BuQre{COFSK;yOga5oyn3-6 zb`+y*e$h8F5|%?njLyG`wuMZ`kHmgxx3ta#Vh4K~-Z9dhPo;75ox0=Rmfx#F9So)nRUD@*%QYg^PL)RD^%ma%T4*O#me*t0NU4oKhx`)e;HENi8 z`?17{dau@Eh{ig2GY~VAE?}H7zDkD&Y}M-xWXRCw5F7`o;XS?;Z?!F%AZp`!+FoZd zu}0~GDR)nwWrN*)aFkiP-&-bRg>*!pSGHh>BM)qh`v9w=({kJ`K~pJnoD$T#i?Y8z z>wP@|Q)HD{jbRFK{M)dVUCWI|bXB{Zo8MyXMuDu27FX!5o6^x~PECpEm757PHhxgt zEkDW&j0e=RRIu=2k96NmeCT7{o81L!dn;xs7PJW^dV}EGrjYyw@wO%O_`S7Bjze`o^{-M%gy z(X3=7$<=8SY2;Btlsu@C#IO7+>7*!dm^99|KX&?^54ekLje(0zYKmjBxfkLC7w=cE z56iM`RWfBJ+&IEbNfo4LpRbi852f=3$rMQR&9ba5U{P8!t>j;NNb#qs7iVeHAEE&W zD_#iPt*jw!>UrIV(~m4(2hvkC>=dW##=+q(jXLCy(TL2cs7LV(z&8}ks@nEjBBh#8 z3nX!7fMH)WF>#5wK?jVzZ7W4Bi-9Fd3BK;{)}z#M9Rc6u8DHg@nb~X2SjI5hMKuPg z$Vr6`41EmU|9d?68f;ecjD)8;ehQo5P5ANX1bqCsst(Z_?A58(D*c!8`;+x;h-7ZI zt(wI`%?EMJGxy&`_Eb;BYbdcEwlLtec1;3=8ef@9l@>nzX4xY?H_(!IRC|&3H@$ig*(>B7cHfMK|6QIdW}YQE`<9d!?F^OT^7@ z&HQ&b#XtFz4`9K))qf7I#l(K*V zhy?2UB44UkMukisf5!PL!r6|7v8g-Gm&>BB6gb`p!lO~Mk$N&1BMsItjW%?9f(Q@l z^oT4&GCL>6x`gI9j&M{IX^8IWO(lWAt0AZ6jS06UXyU(!YrVLzrj4Njzam!vS7dl- z4>~FT*)hAIxwucb~>tmB%ga-{7auzeElaRq|d7G}#?tm7ZA`)pi# z(ca#taU3HcI|dBayUdA`HIkpmut3wz-78QKoP&ZiTpbuQ__!uHW}dnc^PCzmW)*2; z-p~n*Z+y9?`1jeV$*@EA#&d;C`yFy~zrtBB-IzdxM2zj5%7)@_H1j&qPGR>AwW7s#;#UbSu~80y%A>w>xm6O89S--@@9$|oC;b; zl$*RnZB9Yb^hwwHIJiKveg-k~Sodb?%V;U^uBx+K*s~!;+>+x(>l5&zZc~y9Hl+>* zTr%su!n?t!T1kL2j&%|E+g*5-%=9v`5I+InCdhcJ+9!F~U7C)4%fq%WgLtZI_xoTW zC}p-*Al9&dwg2MuR}k<3225?Ui9=0350pE|E&9x5&Uu$e2F}lP%AHAH{{H3czI)s$ z_5A5!yl(KoVkMqm3*xrxTg(h7uzy2g%E+lBidaVR1WmEd(RY0tQ#?45uf8uA))L*d z)%=m+Z_D1=lvPB>cg6$SM8dP6&CKj)p&gU*5VeoV-l8K_WpC$$N?OQ8W}lAQoo>u) zVnq20=^p20IAla7sGn9{E<~mcd3`;u#hMu*A-sK3T5Ho;0)0ktHX6lAOHr~SCh}>- zp-GBd6O6Zs1O&Ofq7)jAukyZ+4MU))#wtA)VvK}yAn)UINCC?9Dl@1b1|!5eAC!jO zK4z9ev_-TnSXSu2)^HNEF0YoI>t_{g*vpgpXG-dKtS)9+m6P==5freri9@_yq$!tj z)MGoof~-6t_;NvOL^lJx{?PX09oApzVG~7vchNjC@6-Z^j6+$+S}WKoxF;k9^a4Yn z5O}oPhMNYYg?*F8*}SDh81{`hvf{LXQ>$J8f+G(L>hjxjoL+^8q4KxWN6uQGP{;wTiYDy=lDhqUYn@K%V-ndvOH^CIZEPq4XjiC=e=8tYME?iqc5G z92TT{%)_qB1-BFec8s91X!Tt5gonw(BV=#w-iP-Jsqi~);1^NADC*6MeA+Hcz@rjt zAioa3933;A;H!EXk?bMkM3*7~Z z{Hp99nA9Ze8&Io6?M8P`zOMa%$_6EwD~3j=&BBtCn;lBs*^tl><}nwDkf`I%=U-{* z9;GVsL8WLArnV)cTx3LQgkke1O~O4^I1JEPCjCFBXI;$Rx$AMy(9<4Tsn?m+l7P2XLxyA7%~^O^_D?aSQIp)m>;KKq z&p#|hRz3hn=6bA%%6b;e42sG5|5W|=rZ~kmW_C-RtNG@8rqb0n3!K5?H*DW13XNxp%NtS?WGbk7%sJ-fXAIcN6l z;KPrAqLnf^N;gx2p>Rak+|*<3+7bKJmu|=9g+HnTs))hTNwWmvU!2zRHg@alU*Xa) zqw;*lak=~MQ^d~{!KxnuP(cAUs>(FwfL(2ibOH${oN7b<{p!?e1{8o3jU}PX@ADgD z?WacKyQLl^N9s6_lBIN$_Rn;fWO7h*UHD>jm$;wym|mh}BX-@Bk5r)eEEp)Ks zmA;9?QKAn);qpYYAKt;66HiXT*Mu%a+6&P{G+tECX_Jn_ALb?R7U(F>--tq_WqA+wOvq@OF^Za`s2s->vdjXb_v9e>2RdAUm8aQ#ef4V7nZ!+i-!_Msr z@EV;aIFQS7sD}V?cD2($?5E!r|Cpeg?dCouFtYvwu>V@?j(t3th!8vj%Co$69{)y? zo~y_IgFxBo!{w9r>o7M+XQhwtO$Io=;=bc1SY~l{A%};8ZIrXTYkN%$D07c7-I92S z|2!e1{fqc`kI;Phb}|3P>1R{O!smgnXtt&YZNqFQV+j-uZZ;zAElK z5nx1hX(d>Xc!phC5m7*%anLPUeig99G%hgCeU(AY7;+U&rzhKc)?qPwyQTo5OoAW4 z1N0$k{2#m6d(KCGW?6YySXs$rm{9vuj)A(VD&*|y#B?zrK~>-)SiXCq&o>&V-8h8t zNuANQj8=)S6vbg!dOo}U7i!7E73L-cpi7NyLyL~YI1h0pH>yg958L&w6@L!)B$aag zBILGP>GfG{zD~2GX4%C#-bp+yYJu2_aaZy`zIfC0Z`b1eei`03Hy>^Y-?Kw^hUr%> zW(#jFZ+^f`wNjVi&TbycX3dkUTG1#W9Sdrk`$Wf-Y$Y;qfWut)&sV!s+`^jGB=-1d zA916xpi(O%l#08rKWj9mfp5_gL&$HMst<{M#S^S1n<#x<|?=@F_Ge|ak>Ku z#qM2bRH`qVv7|B#BS_1Dg1Z4Z9`nLI;qr@DE&7G_NdDR|gBHw+87RJQ z=wd|_5K6Ib=an#0^|AT+!}sfzCaTjMhW%Jm$2N7tQ*Z=NTw+pr*di*8cqS)rd_g` zzoR`kV{)5M@d)n*fNYSUC!Qomt1CduF7}zq+b%TC_@Cz}QrbTkgCMME@{l{4()&xF zgIEj>RH2s@<^RSCm)}TTGurhg3BBJ_G%(1V=F-c4&7chDMGe^@?kh?o@`+kXj_8r% zHi=h9P!k=hN$Bgv~TT0Jo0GAR5_}2Po+Sml1hl5zDI@b<;~^jvww!nLCvOhbUB@Zv|W^Wdc0cJvP5%Y#Up=qtvy$Wmv#?AIa zRdBArWYiX=B!5-AV9(b?B=pu0Yl#P)D*;<9Ypjhne*QelPvL{7d{ItDsMhlwvq{yB zD?S&UvFxq1P2hS}(6-Yr6lIOl#$k{g@EgiC9&9(IrajHuYo^Ui!4>8c&AeH<7^p@A zrZ?{ZyrB4AbHD)|qsK(E)|z1Y3QXdeY~!*Lqjdtv)6F?m%E_MLAY7!w6Y;Rn=CwXD zo?DoWJ4&>-sG`1LFd|CnM`%=m$OpPOCPmRvJ2t>B{BCb;@)&tr7H#R##pT{w(8L|QQ4ZsmKPjZTKP@!c9$Ag=}W{gPmowrJ~MD%;$P4*bu}S`w%Jm@{XE zD|*n-R|kIbdUKdM3X34U15_Y0G-w61lqdr7xp_`nPz80jU`{<0b$Wo^QtMuMmL6+k z^q%7*A(gC$F1a?s6zg(kS3RLicpJ%)g4_@R*K<<7gam>b&)kn z27(htT$inpelbsc$r_v30|rTmB#;Q@pRs=<$ej2@cH3_`Z;mf9#;<}po?nG9$G}zw zQ@Q^T*Rm&xl(j*vIZM6HiZC3B%ezs85UP~Z?lT#k<^s`a{e~b)VtUJ|1GWNak#XF9 z1nH59ein~WWt4lF*W!!LkD*wj73t10p?SmZ{6t0ILq0WO9 zS;?uBtB@kHv3o@NZ+qkaM0l=t|Bg1chngX(mwFGYlvX{Ep3bMSwR*IP5SYynrvmR4{hGcxETljK}u(HQ+#C2Vk z3={Cbt?B1DiXM$>AxQNSQ%tRRL*ol%iDd-AdwD{29XrcxHvYew#>2k+@WCo4C15%D z%4UP$ivRGL-=*)C&`_tj0h9oU#3_k!O?i~{eR^?DV3Z|`C=IvIK2LSxkQ5uH(qS67 z&kADE6KEirimyz-CXmhogh);w_m8a^B&JX3Yt!ht^K4L0-maIWrVyzr_yxn1(|5d6 ze|ro5q3qr3T{(tH=BU@NR7Q35lPMPNCq<(Sp^GNQ%)>3_&0|bU7aheON z{fIgHwL2qwY^fU}6To`L&Hp#w;tI7r(NoW*|IF#4*-Uplv}59ZV|HWc!nz`8-U0aA z)8en@1o0Kze0KSDr%U|mcYWAPcXyo-tm)bvJMS&mX-h+~&!km$KM(j9{%f7iWvd8v zqrzpWwj|E2I1mYgnJCSm&d;*>!Y;NFH6;Wrq8Ova1kW)<3m`aCRFDNW^16|tLRN~k zB#IRYKRhU+Rj4@cA&mnZVzlaq_aaHc`?K8R5Y@mk6qLarAhOGmHOS44&KwRfLH7>j zKg=ihe__+jvGwGTfXwkcC|p(3&r=3bFm95k;{;l&5RU-TfF#P1+C%Dlu1@~bR~}@c zZoX;{G{>MUk!Bh!p)pkstUz~jNILcH!xM_|yORo?Zc%ICs~8^_`~dc%4;~(?Q_1bl9b+ zrS3Y>Y9sYOtBu@*;^^!q%@5m%`Qoq;VxiAj1Q+2<^C2L$Hhck0_wrs7JLZuQRTSlz z+6JRzVDtsu;*q;PlK8A2sVXcdGlJenB*$d+*E1>d@vA^L3N)yI-2*@0n0k~QKnqIa zGa|`lN=0EY3qZi1l`%ms8rWc4=oa-anIPPuU_oRXzNN4KWU^5+~8ncuTO4a zQwEnD{iYufNlY(M43Xta>*7K~co~7I!VgtCOpNbhX6DkgftxA=kF_5peehVEyx#X& zp7bdGx4Rp5z35v@{R+~g?+nZ@dn_rvG}3ta&1WX9l1BPh=V+xBl8fj{Px{EUC0Ehv zFe{|2viYTv#<{!?8!}B`Ayo8fjjlhJlIyjXPpHz6caW|c9k5r!5a?F?Fs+d6V!5}D z97%&JN`E{juaB9+VE<}2Rc{V(nY88fO8lB8`j8FOhEwHc|Lb`3=+7iVk7*zN4nCuc zWr~7)pujH}q6=TI-%%p7DhSOoynz9{A)4+~(x7PoM&5Z1kS85r80^jyU82xzl2IuQ zgGK~VmEsn7y3ydgbckXB=FP{zz2f9SKgQpz3D(rQgqj&B2ajZ>RifazfPclU@4rOv zOI`e;;Q9plr~wY+AaZuWZUr`icRN#xZa)N!FJ5xN+ZP4pvkY!@n?k3j%{p(lea&Ni zmTv1Ac9LG~o8#y5b!qA3-sg5?TEJe*D^`TEM18`Q)_?y_i&y*4y6HoYh~j(T2WKW9 z@M7YdBN8^TVI{c{90uYA;9by#Q#O*LlxR+ylWdbsTh$14g@P z8)L8xYqH8kxD`%(9S=bHKy5B{tG8PBXv#*U1BaPO_CE7B`A7(6I8dV*a0Fn>jr=tD ztB9)s?R}%RsrAzH#{W48{9feZ+*!%k-RXGP?u)}b>LKG3!>jI#*JFZip}a4x zAHw~)jDa&x?nxXja|Pz9f4!XdT;>QMBc9l7Si7G6UcLKAW@+Ye;Sm}r*d@ZCQ3TPE z*mx>)o$-o9WLCD3{bUAo;rbN|-ZFMw0K%aq7m^DGFoZHFMyn!i9~B%p5h?^?0TwM` z=kD-T&^gaSYXR`~W7@X@E^)D|B&Lw+`4piMxRtb$Z%aU_-_U01rltENUyglKvpcvq zI=$f0DAQfBM$_3(v8{yW}OWbcuVpGVm9E1fwP zCv$iq1IrTh*dDMI!H)hw-iIyrgATxm+${bui9Me)l{1yK}DFj>kf!za!+52De|N_g70=Ja`b zz_LV;e+7WcpqI5vb&I{>vsQ~E4`}46}8)+$+e&Gmg!RvFUaFedeE`)3Bqw7HDF)>h-5^NCxK!GM$KJLe2ec1<`H?SbTo*I15(74kceK)*c}oHw&&jZ_|9++P ztaE$dq33_+X|aW2zu!hzQZ``xMzN72ppuc-)IFy0tHDkCV_skmfa~~Tbg~SeF1*aO z-kOeV*2e_sYX56$iZs&i8Oms0wW3@8f7XHNa;XHZEJ!{k{_}s`R9*4-BPQUnxfmN8 zo`D(|wez8vb8L}lOOsRQ98~#z3j{OS4e$uTBq?i!3u6aT zr()X3j@VQ*N)sI$P;1q?%?jT$SP0@Z81AQU?_q&?XuF)`=mX~_@hgx?4R-;s z!0`bGhFkf#ngl?fJtHZd=zV|7IB{w)!Wt5qm;U78K@UEWW6AGs!S=13Pa>v`15o2a z$Nae4F+9g;zo36FIb-u3_J|(aW>U|`nan0FzV9V|p}!J!67zXgz&7_VF0H$I24LY#7(_ z@pV<$d4bli6KH3oF;!B9-;RtVg=Io&7n^NhH=}u`qM3H(V(YyYeQikp!+4b-HDw%# zrHV2JeCCpeh8N$*&?!Ud^Ru-1_^&WPi;L3+hhv$Bw1x75X62AO=YI!z+UxzmM^!uA zKbozIZD8du|87*AzUenrl`HBjQ@H#>g13)^T`;ya{D$3^4eLA>(?W#oZbm#we9{R5 z_VjvcaBj^T8i!1Sx{qE9tjN@*+`jnDgMf0nkO_viCHN3Zk);|$M+fG&IBimvgJhsr z)13R^^rPeNLac25O;WkHC83A1K*NQh-x$cmR$_MrKYf^u>ID2m-ou9!ZIVtjgyuzJ zf)=!CMDbg*EH5XtkR@j44^VN7Jj}!?y9y8B%S&ZI3htVP7cj`{{9Y^u(}G}P9I~S ztLvz8zaNj^qe73oTOCB80x`DZqD+*X8mH@-{v{2LH)Qt8LJnYFsR;{|Ne&pWT1J+Qsthh1rmf)@)JbR}GV+ zA%_`6hVgvTy+CXnhrf1%K$9z+8N*Z?PtIhQ6USgf1K^XJ0Ck_!t&osqPbJsaxH@K)&c44D)yoG;hiB6jXt3vx)(QmM%G9f1 zuW*4BzHs4hl&^J~L4UW?BokvdN))UFV5KUx5O1}4V<8n^ZFSn?B=HhfR+OJfx4vom zE7E#6+>%Po&Q7C+f5a$WkzD477KE{^o1m&7Hm0PZ(gul~~0wCBqs=i@zJ_gCPiA0hG2sPGJ_6ui=Rd_2k2hcruP@RAAo z9Z5eFqn{KdSLn-ZW-R~rJ>m{soM2W4M3vdrkH4ud@Fbz%e(7K9b=m_FKtYQ&u(g}` zi&R(@f6k>7za{uw5gg)6%j3|(ubr_q4~OPOe_Kt&zZc5XZmHG!vnSl`mCM79d!siI z{Q5$=k_ryi5ru0grha|SPLaNOJMCX{@y*zuU3+)szZ>diUlm?bjdE~rRszeQmhCUv zkB+`?L#oV~S`HOGdx!^}ia8TzH?+kTEpeB@m6~3-a?)?T9nQ7LNPcFj0jH3oc>B>5 zq$czAEP=&Jx%IjHlB17YfCyC(v^U#OGP!C# z>Fwx+dJsxnQ2G6S%D7iBZEmU?mIU_Vsy4^TLbdlyE%=D+sJb7I7sO#uJLRmkra=n^ zB+U_Y?4_Emk0g2D6!uAvI0z8YkYB!h`9&Xc?Xwopwfw9r*yPjSx%$69Un?Eq$v)jZ zRjRXL8SfzlVK}+; z+B-WMoP(Va<`=h!Vk3H{e*5wj&N|s88*u zeAJwo7{Qus!~)+$P%BT*`EnOrH?owfTot*RVyVcT zGoDT4g6-}AL)P*Z8iaFyI4Ialv*2?XG=31*VDKJZq1aJu*)VW;;6G ze^iLM*SSm*Oo-tboUJn9?7YhwtP#6$~#yYC+FARZ_T!k%|@SOp39dZ-4sPo<&0hA6gPpl}xq7 zcoG&tmR7nz9Gb=G-gKK80if{bVhuR)h zu6qi{sI&0n*pHD|7Tew=C9U|X09q5A-x{+3(0yYzUgh^&5(ANOU2Pm5Q1HvV^GR8C z#FMz#*oZ-?^wp-9qnZ0=UxWXCE{6R{e-ufpsa~d)-UHAZ9N>Yl7oe@~6i*OArhm5{ zbS-+$((Z}^{}Zb*xl+MMQieg*e1`SYN@9aCZ@G1&aT1XkR0?lcyiJz^0$0}yPuX0< zq^Sh*Z0NT8hNoQaR%LQSy2bl?%QMN=GWsXCy5k$T^1LBMAi6TL{H6e)$QBE=drqJ+ z`^QSOnikyRV>JM8|DCeZw4;fpqjltdhQO_-oEStkjEu+3*q-H9Vq3hG@cQ}Ui-CG+ ztL1}(10n-9O!D7Q8Xu9;cTD%-%bKU1-;F%;<=4--X1{i(-~7*<*BwQ9H}|gPa$bX zT;a%=I*Thy*dO`|@nB*l`fX&L%nA&8MK+9I^*yid7m>EH0mAZ1YUgIVt%v-+w0m+} z_Sn;xs49@V1>ZHXb0v<+9 zp+`bby~y6pz~fZNLq4Fn5cuo0^fU}e%7@q>)Y`t}&8Vb_U(JA@jBXK}0P@7f)G4Ibg!eQ^d0*0}U?o>_Z7rPOgoX+Y|%jfy+7=5!-CUhqU3+Snw4naVE}J^9rj&TI++)-QL?6#KU(jquM>CcMg=@mc(Q_e4u|?4c zRo&kF9wgu>&&4Tg2z^MxlRl)N>34BoIlFL=<0SFldD!)NukyKie_CH> z85Er+qcOI(r?Zkb4|I-fQW>c_m{yKrB3uJlB}Dlb&MCtnTn4xx%a&B+zpB%rTXl9Z z%UH z)QVTdFLQ=vTzA%CHlOh6lUW987aYuk3+-H2W~d?GRv=$cr=AehXqK?KGC>@w%U1q7 z@%-m~{HS9sgstFeFui;+WnR(ONTMxaoG|T(fQnTKsx|GAWmjcqEv+n?E7OTSVk5ZpHX*$xWO6=bJ26?{vqrV@ z-raIuziJwK+IGqa)yhvKsDQysj@oHlLir6=#6+(gUn<3y1_WVU?{ALlh6b% zFtkfIxshcoGkGgLge)K!%vtGPx0lKAdyl+wMXyIgV(OGS3ep~b&Ns=7d=|{X!v76Y zK9k3sdHzGM_~nn?!GDLbVSmQ-D(bP&SqXqH4)@D3EnNpnE4^n#bz$vN)i0H8l!5$Q z#nP*nNE4IB+c)_bTv55GDJ#x=8g$>ggUSjnkk{%6rivk8_#f-S1E@H`6!fnEdnf#E z8U}f_z0GNbGu0(>TGKEJg1W7RFF)=FtEiq^j*Vbp+=)3&^t4v4$Nq%{XJQn0e13u; zrj?nKi|a~bK&dwh5eJw_@V7dtZu;~ol$go<$*Iv3e%}G+^lx`8Hud0YW20)WI`l+p z=2=A6W&rx`YQf77Sx1lU;`-i4F9YIrqjx$94UnzAjAJV4S(Z)8B0)L6n80-uzA}b= zU`j{Bl7_-7-XF-8&9#gK!)RWR#{O6q8l}t=G{2Mg347cmYp1D$)h3=LuMUk|pZdT5z_Y?ZOqO?K2ur507A<88SIq zLj#$fdR*s~tiimc-_2}o4HVDG$yu0EG4U1A>2LVds6_B9j@|BXFDGsHyzMVpz{}Ts zM-M;!Ns+o*qqTj8LO8cm%Hf<~AS=U{9B02oO4Fc7pam`|t1$supi`VRM`U~QtJw-q zm}=rmELE_+#)e?bZ^6=P5W9C7;PvM0Q+|~rhZhtL`Uca1rQwZ`@iG-cZKjPKkObOC z@w19?-!%5kq@|&Xa;=k0Z9=6r68;BXB6(*;$y1UD;ASOHWk`iYg->5`5eo>A-HS)$ z;xEVo<22}Rf9M2gbkfr~IEQE0xg4r}WY2R0oM+{wZ4m2;kYYxsvN`b~Ui=B`P9b-& zy*|9zk3QEP^oV0;pZXY6QJ@OYbhQ`gcLWTTPtQ|xgHVN+P3=%>XJf8{uD4Tkz6+YoSM{NWKEhQ9y0 za+iDnk8xgi+Z{dqdB`;CO_caoSO3qwYcEnX?hjFWm^nB#qjj#-OmyJXf=uJ0Oz9?W-a45ZVKdHNGJ-B!;!a2vL+T6t)76oejw5-KL`cG^o9<7e58Ny z4AvxGK7KJ2Jjx?n+;=G#C!II6;&1F zS6PqFUBR1}yMIa_(Dg200aF;|zsISj#kNWpW54`tCj}|w{xc%8N0Mc2+LSFnmgs@E zsJkqy>{h4%2rJsSphy%`WJRyop99aZWnQly-zUy;;UV%lqlJT0h0YpV@BM;vk2~#h zATh-i{Skv|osFo4f(0#hE_m(9X+t+fxb#xBPcxh#Yb8+q?O@bbJi{TN^!H%y%l7>i zS9Ihj6Cv9lsK3-?|Hn1ns$E{@DWYnvqO_E8oJPpLR)XeS0T9I~OOyKSB%ip6{Cg5< zZFaKKI&4%5?uz~rIjHkN~nI@9d;2alp8mdh_ZS44uXEXb3dg~s6 z0wKm}GE}0vF&_+;1)>)!(M+@PuFos!iVT4l0yGfMNEVZrqj{kU;SZ2__Hata0p0zl zKv>RHDZSa1-r@P$jUT3P2GKFM1v_d!1}JdEE}BJK{`<-ytvZ+Nw8=zrrBmBxt{a zERwZ+r@V|hJikY`cpOsp3JR!tV$Qg4{MU$*=f5RRm@?>}^P^_rv{*r!TTDa+OC&tk z824bv!`@~QK&;-F`S0KLYS0ft`)cU>u6Lh4eUiKz*ibl+{~k2oq0lzt!dcs?Que*z zvhYyS#yK_T;rp^EN+`MT^xuZ>X(=;`U=YPqehGtKz*SKImurvXk(2PW>Vv*sM~0WL zu(G-PPh)7hb6$t~wi01KPa1RTphCtY7Ze`+%`M-Ao z3G-aV)_A15i8CCMt*LCPxeZHVC6?n=v_UeboL~@b=b&$p-D3m07#l<&jQAq>`Lm|^ zxn&*xkR|Z?V!nA-^VhE+(GV4-lOn{cL8H|-IzB4FNCo%%XH0GGeYfFDq9Iu4Wj^pk zL#CscTS-WkRvwH;5+J?#eLGBp7%f9$xM0 zASWjWds6${C|u|q;%CkalMCEX(0-d$$=o@B9_o#y=T`I`N{sc4c)2TMR&++rYleG3 zi4iBZ_i#`NDv}BH_tqEVRZwcN4$~?Hz`J`9s7>`?gFJ2te$+zVf9>n4aqho2&P4A? zvVsCmi0qYoPEJ756GTklf~vsT*B%BF16jwi?q6!>qphTh-{!+r>qxk!W$8(KxVtJkjG;Y3nNQ3ey*<#7tDpR67)7{5#)H#_PO%(wBYLjk> z8?bgkgzRf>h6qKS66Mw!PzoV3>TuO5dLcbnfk}kWI3w7*6bU6dv_CQ$aQ(x@=v&OO z>dS6n;XbUmO%T@-cCExurMju3!#R6xBR;w7w`||AWMLaK%#?!jjlyS9dQgwve90EI ziUEakR7=~Hyh6;=1an0Q&}PQh?88n{9uj0@R7?fjZHji8LqMaABLU$rK)re7n9|dE za6YAA)XMYy^yb^WvV3w*${ju8Y%KH=rO{*)L|#pQzUQaKFw!w5^6+t7H*#mg_S7)p za|voLtq+)*E?c8F-PhoX+HpJ!{Oeu(>y&#`z%>;IpRCD{qnt1F>Rbn-Tfr~|*Z2Kz zhfQ1e2~X{1MB;J&EE_uANj%N_3_v~If2IRaOD>t1j3KgN_`PTl3wsQDlyr=b(Qvx} zgZw-qbX!5@hAZuvdSl4KBG_Lw`SNNFOMZo_Jp=8b@=kd{vEpAw>}sMKh>+J%hHdM+!sKP(n9feF-e2}L z-61CO{y+Ax_6ywgp@^1045=Ts%`}29Gb@<^7C1R} zh+!~Cc*GN}OHOEh%XHA2hhA&=>`%YSY?r)H>x$N|)nDFG5MsYZ_2KM$+%pJff;*P4doA zxQ#T%9bFr~>AiEl}9Ssb);w3)L}#>=NsQFvP77g&%nHAP-?{-=h9jyqTx`?XaUuT>85> zs6o*4U%gSW5_h-jn)A(8kxh{#fi4U^Gry6oApq&MjWH?hcE#MKLO4v60)rat^<3v5 zv)67!%O0CgZxLvV>UFLcx@n6jlLLLWe(I!R+)&PP^Z-=;Cya@kVdm%f_WOmiIa}Mh z6+dMoI6p%ua(v=)M@Y+KW&0NM#5mvw&eX4$doxL0SM*=FgfrQC@Q$zpF@<>Zk3;#1 zh>aCTMM~G8V*rvtXS>2=)}#z&y;GjrCSE{pvdJTT1c3MCv@*~ulNlan_^`e~3s@Qg zzq$GWQF}VLEt?nb$>Hg+`}j)5aqiU1?iJAMx}LRp+wmhx58EppnItT8k@P-Je*E^k zi8nFb1CxMeI~xz($f<*Eh7zS+e%%g1Ve-eo7?=2Q9tpvZ^3Qg$1*{2l;x;zA4Z$fo z#$+vD!JQ-Nca>pP3$Q2E)z!L^tXN6_s(=b2@QVH4-flj(Oaz-wud9^T1G!X$8=%jH z!OUp3zbX4(T!(oUG-R6UfEr|=DQip>zc*sRWGFLU`Fk4dM64n}`{REn4O+5yJ`Np< zUnHOAC6R15iFuA@A%jJwB(EgxX_@w<(u~m{%Q+Kz67y)kIS~~pisQHKpFSO`=W$Wi z$4!*BwaWH}QenScJ_9`9`WEowV6vP^Azx;Kc#5(R5>%b-;p8FYzC z2!f)#`@R3|IQHj``+0VMuFrLzo&la7ONy_)kwuwDtY7z%{8-Dk&UDE>G{@|R-?5R( z-dD$D0r0aAqjM4m(&>BMH{or~ z))cn^{BoNOoiq9^LrD&N(o%1w#;M2ebIZ*E1f^Z}{CL@g$jT%)yQ8r_82pJegJ!eB zdSQ7WqUNcp-_sX0_2m8N>|uw_$%G>FkT-RCoU;u!#u1Q^+i7Oi6oooOMz#dDh>MeVv}NxVb2GV_rh)b4IPm&Y&_1BZ%eKdTDRh8*Q> zmUY|-qC^;IG(WBVlhyNiRzfqNSoqEdxd)QRFjHtI?eWykTUtG_h+1XbQ=kqcPGz^`;y+?>57zKj(KCod*c~J+7Ou!uk-MdJ%>M@ zXht?`V8WaS$k{Emx_ZCli(hhtPloxA)o7dK|JpvQlga4YyRi~p%M&h?J5TNke%~~_ z7j0VkQmc9l9B=GfdGFgtC$DmC7uVHVflLwMQl$wPru_@T?L*qDBf z4|k)k)W5eYxIW@v5lYb}A5dD#-00VRIW3>gfrbdMs<4!Z-E!~7(yHaAJd^+_Direy zRhyM6=&3KVNqU0X^r>G~98+c+d!Zsg!Sl_JD2MMH@8`$MvBci6&ys#?Z#v4l$Qi`c zrj{3J7Yw)sDmlP;VK9)`eL7M(1RYHNA2K7CD6l2a&(MIsyC9-ls{+r;e-($vy9xGs zathz*^qSCC^sc^}<#eF5hJoxC(n6xYcs-mTeE_QMgO%4WzrI6#$fxlZUiMm)HiLAr zvh+u|+MTR)Ntvba=1#BEc>mqM0SM`K3iqR5YhpfbH5$6_1rd1h!nhOB4SDX9sRo`Y z%47@ixa1gI>!9RI(a{RYW;SKEPQ{ zXo38}*>1)dHG+g=CGlp9$RWrd>*alre!B+__0$t?0w2<-%ifzE!CA(|oCCQMXLmb&8a>e?Zkm#8snId!X_aosY@AH;%ifnE z&o!FIDm$w9tg>in`<`gc|cnH=^yswN1poCAZ@LhQ80*>f51H;A3zyOZ*%O<9U9)Stn;yA&iOh z891#TuC1I~uaW{<{O^j@{>JaIgXxn!iw3t1GA9#PsahCT z9$4r@Pe;ud(cJ-kdm?f#2sB;-r9oUKy+ne}QW(eHxhJTv3SXf^N{HqV?e%PAe04kS zQ@34UW7W@#rzL#sA=?56fl3l+Y1*%x97b#@&*G?Y!XOF z6EJ87EB;d}`I|poiopZ0u6Dd zE4yC@m6V;X*~?~hmNGrOj0$+k>HPIX>Wt=;EQ-5D`3Lole9})(gCgQv{0eEND%Muc z!JnV~PD)pqP8kS%^OXSCe-}EtnSQO}Q~yxSaBfcZh;P(nJ8odx?SLp#4~E@q|J&lz zI1)XwE32iwe_G2>E2%ZqUU%}Nf9#O{uh7qI;F|yvHGh`kIU)WwznLC17~{>KLz?=?&F53+S5uewIMBx6qokQ;3DbL7v@N8Hk&0~&{8CUTj5 zbJXdrd+R`rgdz%{d2&2ZJiW!1`F>W5Dq~(bV;n0C6$^-O=#aV`K8XTf8&LslTj4oD z^yoFMMfxNW4K#LsD6PUWz6P9$A~9+fW1up>vkEU=K$ipnlwuUEeY}xfW8WX`{?!Zy z=+Y6qpQXY6xN2-7%D1#~bdW#2S@6-kE$R)NL9J`MnE7UH)iqqY!|fXpWg9zH?Lg4p zd0YxgNZOnc(yf*FHZU|t`o2Q`bSm8|6}!F*x#ZCheXw@lZt8VyB7pcwrB@<1ezPcg zM2&8C2GML%(aQ{jVn2K{r-)}ST|50D)y#a`g!>3p6~<7f=qu92L}f-RKYI)ALu{(_NixJ0;OE8FmlJ? zog+kDiPSLn=%1@<<*ln*sb_+!Sxgb_R=;m9R&WOX`5=C(WP!Rmp|F>we`=Kt z-NpAuv&PJq{b$(6%`ar-*AMEJ`5r~8vE=+Db_7FNFt<4o;*^p3N56m805p-XGk#>FWOEM&L6qy=y$9qWXp)4 z#r|xKo_y9$$0*8&6CqKvu>AATZM>j3H)d%ZaA!+>E)WJb^F^g+SNV(ekP*m!Fxj<8)fk>x>USUsA5o(qA0<&Xr44ROU=!f zNta8~2<~14qEEE>mBbeZ%yU>>@nf%SY3v9%iMd$0dxQy=@+H)8Rea}9Mk^i4uY+#) z_pyxtVkkiEcR00V$z8u#E`XZ{j4)b$7uo*qC}_d1!+i?UK%L%wN&oA~4|-erI+z*^ z%Nq}$8SNh`Nzo*@2)cSmM98Io^5dk^&RSe$F4gzo-HKC+tv8N6N@E2CFWqI{&)~Ij z<fJ3IK$O?H6=L}j`6gp%Ax z+F>PU1$#kbE4)YM?Qh?H?*#)AIoSbn5PR`RmXHQqDZXPNfk|}hLul5`MRm*w?Wd8m0 zOZBq8!RVc1SG{1PM!4I|(HEUlXAMO?xyhbS#qpl>SOv`e85M`TVzpL%zc3o-ED^fb z7ublmhXegT#=W%&mZIJegj}!@qxfQeIG}KS<}%Fajtad?GfMXyJwfEJIh`} zN$II{HdQq(o&(&p3X_N(q-ZRZ7|A)#Ez?$+{4S<2ev?xRDPyPQF@6bDVsS&B46WW3 zZl6w4tf!*8w!4m{#r%9;>cvmYvG@#-n+2#*+_NatijHFkL~i_x$65IT zy7!?3S9cBcrxs4Vtnv=|z&@sdRYn5?CTc1_-xE=hmUKuckwE<1LmO*gAh|FwdFZ+zQqXmmX zU7~OPfkGy~uY^!DiYsa^?J@17Lrk&WDF7zG zVD&@LQ!hrqxn4+kJIfSVJSp)Y5`h4<+&Y%$&nZ1`rjlIYbA~b(GAGqdgGInim(;ZS zA*gQpyj!StsYf%^fY;v!wX!&CRp!d{#7pz;hVE9pM!w@vLF8zAp-b}dkbFAzC>h=~ zE3(S6l+EYk7fL-B6J5dIj_F#zb>4`LKD~9-8NL>$O2c=@ zr~UxiT5eJwc`t`2mCwNf!H$WaWFx;ORzP8`SGe&aJo9Opp%B) z_LkJ8Omag=mTD~#M;{#2_J*=vJhTowXt;f5r__^jS3hT3C#Q)m$tQPl5mQ=JB^0r# z1poy^&vFo@?Rcfy)riW_xI?~>5Co);pI!6C^I24%xWvwbca8v-o^qX*@M@SPWKEtu zLO;nMFheFmWZLlS?aM=Ag!$@P*&c)9J0AnEvG^Q++}oT9l^tU8CUoA`Or-a67NdQ_ zPr;8}tD_IrmB{6|Bgj`LGV+D^>Kog*KAZuft-!Dd&*7v>^P@VV5?i07eor%HB@Ez- zuX7S&r-zNM7VhU(5$8BpeH_P)A~02XjA0UA>3H}jVTWZ1QN6@+PBW%iJ(V1|YyQ!; zLrdl{-mpO=b69tREvrR^&e?AU``B2ool!V$(KTDWoDcK9EU*qSosW&^GB6 zWFT|46IvwAW{?v1 z8x)>7XV~b5Mj!F1szFRB44m+toTvz@ks*M#v)jN_lqmAo?9JbvQ~&+@Go5z1`{T*_ zn)tj?JN2!44}zPk+wU!hOVIS-TOfO>htd}>lK-ksG~S( zjFcHzXkid6sL$ECGF3z_L1|4Z1P+E}E(>ctM5eR}*z#M9iWaFp{vHUJ(}`1ySSWK! zCnI=y)QuEXJu|W0F84$#*xvN>osR#0Zxq5SZddPdJ4cVn;I(J=@U;yY*V5DKS$5M< zNVo+A^{Zd`s=lE?^~d+ZL59cVB`UeXHPTljj2$_ASHC(@zxvSe-~5-sWB!;;7L61; zD=W6XMrj*CGGr7|%0CL)anMGH>h$JxlP{zRo2-4HSlLk8j++r<37BCTsoCR{e@)^O+!JDER%nSlD(8TIn5TM{=cyf^pgoQ_^bSS?!a+hq(&s?kmL&1YH~HI94L8sq8Jlu-+FTu=a{ zV6=v|;30HEM@q=kfMW4Ghkigc#hP9(xV%WSQ!G&SGE7PEFwR0+3q@7Lpr!9AJYrZ* zF=Z;js(ud|B%TAm9(|zV@%wQTSTB~IhbF7H!E%)zOLphJbn&%ygIHqK zH=NSxC6T6#`boSJMv0$D7U!Km57pvd!8)$jffcmP0D8P_O5G+Prm1Y-7ZUD6B}-}~ z9lm?AEKfgfiL{k6B7CXypn9YH%(2Ekm*AjzPGO$3avc5qYS3>|G?jgr?|&C=3Li0! zoV9q`7h-8(Q>tF=uVs9KY2q^j2Zbs6m?=U(Cm^9+MD{ zwI%8U=kMPFG-8);P&%((V$?!Ds&I!l9?r;l%>UNbh~P1KCDvp{DW&EoI1`tQkQr=* z_7C?tmli88^>*6XJ%&0mavBb>8|rhL*a!4++t0v?VRx^^Ge%L2{P*YakMHh18w?>6 zz7D3$i-{>I6E8jPrC9bEr4JYDQ%T;_Uuxd1d$5#e1EG{vtT6Uw4E%vAAv6$lI@8~m zguH>_J8&7fL`=vzA1{lxDJPmB>aHLz>&9-6REq~=6?ly*R0^@n0Ww_&^6Ena8l5l8 zFslhd{#AD~)bzKk9GVw|e^j>H+s&4a|BzNAfbKIxv^S*UaOPrKig0P*?4&c#%vk#m zwg~G`plV(?PUHsK^Vi#om1QY}+1Qtg&fqBYYxHky;naT{H-3a{kkP4zJwFX2_IEiC zL{mGj$409vH`LaCjQH~nk)CShSN*QTER@d0O1e z^lJ_UiQM->fgWdD?LTyRd~hl`bP=t3Nzmx~+#dAr_VIA@{AWV+&1K;Ar~iBmu}d=_ zurw~3W;6J^C*v_aG_HUwRbbxr<%Y(4q*w>BCN4LlEHr1=+hFO-upA2tESh(Xj8M-Z+ltb9OYjc> zs0U;Y4#EzIdRFLjp3A_;r)_c88WiF5J0{ga+CdTW7u@B${EaP&^>un6Do1ZX`vk`e zXFw;pR7fUq;G|_?b^1ts0I6Occ)XnzpAk1}+Alb+w=%v~bC+|4hF!RU$@+z^TWjUG zI>>J+$2c?qYAOtDf=k$)gE2Y1Kc+{-nPOg>lpaoa@K^^Ex2huq$vYfgkl2~3mPcj? zzFPSK`Q{6*{{Bj=+Vl){g|Q(opNmzXI5KhWprB{s-UGOVbF5>3qVVa^y+8YSJR_0X zM2-lYkn@e3a}De)o%EPHbUruP^&c*FK*{6_9>0J+(%q(h` zOUIx}#6XblWU09MHC^Gzy>*;4B)YnoA_Ua>mc5CslM!x3J-`BBFj~}+qa1l{SHc)W zk!IP_JL}Rs@5wI35t+HAaMn8^67oc zm_@GA-vs2|WML_&7xC}bf-l)$9fZs-xk|jk+}uT9`kr+NK;e7p)bq z-rxyqTbrSdZimnDS1vKe7O527XH_5nY^M2KHI+SK(-2@w=R~NlwVg zc2%%43pl9xNJ-3jn)5U6-OGovDAQiD0J$_mw;oGsI1J($DdEp zpl&#A5^#3iB$Lz5TWy}?C;FO|P!`43=e9dxo&!C30L$wErzH1yQ!^m5oc2O6*`-Pu zlt|735=CF4i3E!9EmMo~J*`;d+e*^&t^plp&GqzM-cWcKMPk~c@Qz2~X0E9m@u6AP z7^_WJCVclJ{W?QoZ93Xjalt32R6CBZ=o3z?dl2PDEprAbtp>21$grMlo1*^5w*i{}RAY3}h%@Jn0c+I;`hK{pZAZnH> zD}9p{qy4rH80W})CUHTQ_D;C|o{Q+d+&J(bMyuLA{+@e{|HX!d!|xeyBQL&NCmO#h_#t-11_op3FHc=1r2W2@lRs2q+*pZ5TkH<_%EbmQE7^ zZVyK@CzyLFAd;o1aTF!^Tzx@8iBj477xZ-k^RsGxFX#a(70U)}5R(AN($7p*`}~O< zR@$|MB!hecv68@=rSWWD_y*`n+Nx8Y5fQm_LxY==n+wrLHLmTndVN;@?)5NZil}U~ z%$ZmYv{CMu$$h6uO%jOYkJL6-(}*rhu~OC$?)_>&_o1fd01Ktn z62wSm@zaK}aK-|en-!HFgX}06&Fqr-tu9K+*oL$2^f|NFRKac6 zXwRr-rSxMj#!V2OIDF<=KCEcD54l&V~I`L%}{Md8m3(NCvIU6^$pEzHMO<*sj` z5;JBRW5}=6au2IVH)K6^8Chz1A{X%Pldw+``m2|&;s#YZ{7(>X%agqLy;i5;om!et?BxYaH`iI9X2ZE5?21#ycS zBsjQ#CTEr^i?=@CnkhalIJoQz|Mk#!gUmjv`gL-LCKyS}UmVLy%kI)K;Se1xgxA%- z{lqg)yc}A2pV8e*wc-(&-e(T=+}rCd)|sd8d$Kp9k~EnF0e1%IJjfCs#TP#1UVR=^ zLa-z#Q>tE@4eRiE`mgJy^Emgmx*ApFug8&(r*(N!^R8ZtT8*uhW}(CSI0{xZG5OZ6 zMqx8qv41Fs1m};9u6`PkK_XCG*YZru3x_|;3tqQo{_TgM*YWxHfxEiRoTS6W=>I%3X`F5PS8O|9PPWNaslV(@AAkFNc_@nIXeTOuZ9^^9 z!lm~M9JCVuI$|54DY|1Gl9-Yi;QiTun0Kp5C|Lxm+vNQKl8vhL>9{+XP&u&AMX9mk z;*m#=$m2!sMGWg5rj2F{=QO7F-JxA75V2bdx_FoN{ zqZlDet}-f#^4v2b2lQYQNCX8Q!5BF+9ULco`dRLSQ{F6U|7>QHZ*1Do8H6QEWE7i# zDLQ3LK&oAmG=kKaEXsR?Xe}5lL@y?}MTMbO&+b^Fc~qMb>pw$)rlfM@*@vLJ<2e>_ z6aysZAP!nlAe&Rs8%Z6uhzEMv)JSg$1}YefYTxBNsR92bkO7K;<1`R*FE5tLSaoUD z0qm$}jJSu&jQ#!F#xO@R2ST7-Qq`3}6$EW?GbTJdwh!lATIV94C855DgNO3_>vJx% zCQ&a<$fC|_MVVm8upDEAc+`0UR9vOXRH+kp9!EjTcGM$8ILR*V_?Uz0(Y=rlEd|1DziuuR>*%eg z)oob`m$6o+(D5y26ldZ*2qmFB$gIj=aRUdW(sy)Fg!1# z65}Z`+-q(&p8gabchf@f2kXwFM}9El&{8hPW+iC5aZs)}%S~O6+hJ>wolAQGIEB`uV4a@8t9Dv9U2e zzS%Eig(+8pZRFq6JI2Q^e|-PcCEIn-Oa_83It;7_!h`Px|BL%IGpy0v-ab@rJe^yX z3+ZkVE6BRlriy6Ob{h~eUe_GTfM-zJfH_u78-m>m0^V<~gqrOQ14nr0_ zZSKEuYTp4cJs8o8H4q3vTVWk=M8Oow%Om%~tM=R7a&Ncz`Wld5pr2_gNedQ)m=|+dPk3z|i^G#pqDZ z68wkFg_;p=8*UIX0zF(RpRVKrzUU1Bp_n9y>5t4Id5P7l6mGysQ@W{=V}H+h$3qOl zq+2IrU}Jt@rcX&6l=``oRdM3XLL;Oi2<(P3c4(1tW#= zZO(ZoTwN2rl2_0q8wU>Rm7Sd+GNjAI$>lD%wW+CfB2=&dD-lA6DuNGDifTqM>i`$W z1TYY&p#7Edno-)Ci_6`;;-Gb6C1`C@_=xViq+5*(Ps zn-Tb(!`1NaR|9;U45PF*eUgKPqQ^BfmQYEbcXsS%o+M>|Xl`y^-??91Hv8g5y{+}{ zABKhtQqq6VXKL(EC4OMKsga6ED3g|cD6Y(+MBZHAdda^jXW(HdA}e0-J{d?+`BCDM zbR_r#C-R~as^MB=yXt2!pzTZ=It+f-i0Zwr?I+NXDRVu~Wg{aFR!t$Q9XGlW>k=Tc zxOvL>d%3&e_WEV`uXjJVDdScCA#B#vO7TCd*Y{7V7b+AFV*mB}M_Y}AY#ff_juPiy{r_++Ks zr~hV)rCo?b6e{*TV|@DQ3%aK8i!^~L?X_bA8FzfXx}G)BtYg2u>HLH$$dWDK=g zfA(|Dcw=smv7XKzmq+)Zi#O$*nU7l7NlM@L!)Y3%4h=`KpiLlqMy5Zap0J<6_FvInT-pkqDdF!v7dri))5zh^bB14|?W>|1YRWRdc^1Fo0B;2oC zaTqvGAzg;i)YsL~Tq9c#JE_yJ zqi0*O;o@E7j*Pm93 zu$f|-qLD2;b5w|Fw2w)yV7)D~?ir%VHK9PrVvy_}M~@)p_5D2T~CuC~n8RT_L6{MDdls*YC2 zPS#JfC_E=jhx6b5;})~_^e}MlDLcfK6`@WWO-y~>>+o6zInPM2jaw?J7JEeaN(@GXFIb3xCN#U}FkB^&!q?w{hff4b|464fnY&5oYThsKx`92T5 z27IX#^ttMzgcf{_`EAqJ^?`Wz^u+ni*g3vy_e4pRD zK3$$IIBUjtkJn^Bmi}eNVRD9qA6I{HqQK}$mmL2b?L(qL!f{pj3T`V%_Ju(@5iB1RBAjaZ5wbZ0iBEM5RbK zgR0|Z$bQ4^pzF~NPY>sZ=*uO9?CwCEr?HaUhMn5VM`Pan1!H7s)1N0s$2$?zlAEGgIvfETq0zEQC2(^45di_RJmsy35BZzpXeDAL*Pq8Wg~!+3oZ=( zNn%C*s4xdpfBU_UXfpPjaX~00mSEglS$8ObrwK*et1|0zp6eW76ql$==?N#}dh(5n z<=`O@{XD-|6OH5dA@FE@2w+m)oPkfC1z5`3rynJ^<8DZv-oio`flk*v_2fD3t%mH! z4bakJa5F)tpNxSK1?2I&dB){-I-KQ53`EtK5@$-!py7T`cRYqm(!kzWhtmy>ga9Y* zLEp_E1|#S?&Xl;Ui@H_d=|jarJWa>hLOez^deSMpKbvzZM#`6bc!62(b9}Br5dr^B-*MRpM*iuD4A()tvlq4Pj$n3d8oN7QP@qzZjvHW!&?Av~Ti7 z(S(+7Og?Mm%2oC?Xns@Kj)Y(sA}eo4#k``E5rU zgiMo1P5N^KIk(JDLWhz`5NKr}Sc}($9tc1X)NfGvC@ZV*@s`YWTAwba4?B6-^AY-$ z^Xws*#@=+g_!cXtx$C!Jb+ENS5OP6}Kh0^Brr*3k1nASJxaG7!QzBjst{I6*&u^jV zJ2~0)ugRq#QUh&hDw!9Lr^gB#lNgc|{0XZ<%?SfpJt95jIOfsa(i7`lE*f?ukA@=b z@Pzd|UjJ*VgU`j-Fp@GVm}Ic_oPDd{C-;upR?hfXu2SWHNjsVw6QkV~?8H$Gv94dY zLmn``*Qv)F=g*KCl}`<3CRh*>*G;2!Ua@wDa?~uqkEszA#klHJCEB<(xzwWo`9s(^RFi(S z+%;fderm9~)SebHI6FE`ZAvQ!q(uUdvT8$%PJz*SU2nFW!i5N}2 z%@_lzyzR6EikB78$~qijA_gjkO{Y>y)^lRj(lXEWd#uMJ#$w}$>117g5xU5LMuEG2 zVqlaPvjpPI;7|j*NkDc!M`mtTd?T3oN0gg;V=Ai>OA{uQa?0|}%u&q}hD)%T(Xh9G zeQM_QT>mNn@#Li8WmbYQeg2~L1g@9B+&Lyu<>qQ>Wi|{jZz zXl)Q%fl9BC0bF-i=jY9K%)4s1G+*HHp&p`E=$_P&K`t^T<==&D*mMfEhd_GTlUTHL zGtuqfQx`rM39+I0|I(OXzuK0#k;=E$*|!&xuL`9rO^*TKHs`3*iCX{iY!)G^}D4-eq`MK@%E%Pqh;z& zxQ;aM%8swpd4Od~>;DQ}Hs%rUTj?kNBhxItw*AK){uG&hmxs!PE4v7=-eAaB;ILd-9YTgwKS#vDtP)!4P87p}AtjX`uSm~9U_2!t%oz7XftQ8d$i(QLFTI|NtggN{;+xF%Dm=HC zEjI|`3gXdT0Qt_E^s*gu&Rhac=tzjeI&TO}zmC^hz=~GejO%%H55p0EJz(vSVz>MT z1I2R*9Ld8qdT!9c=TdGJS6CP@*D#WnrD?&CN4=prcISy%g{!3;b8-)f@cl~u*aAq~ zuFvW^hrzK4BPcc+{NpJ@;A=;uab1)dm}$-NYbG0Q=EO~09sY2`@esC)QzON*%&HbF z6u70GwI@mU^JQ4@KPKRnd>?ghT=+$QS>Zftj-`gg*s#?}No=}Yjfh@tI^T@koeGQ5 zPoOqiKy#nESg-@v=HPsbm|`Dg0($G~*RQ~C_R}z2EM4ReU*bh5s}^M=L#|iT4Q+WjFstQ@NY~WP>>cC89a$5nB9R_|96g`Ux;$j+&+1{xr`K zNfsK<-COpy85XYPsH z^2zP1$;$G%vr!5S<;{QN4~+$!42*k@nfRZS*D!L8Q1zFKR+&;jA5nBibfT~g}|rT ziQD2rZmqq?v!!g)uuy+51G|hcRECILWuRbnu1JMnsH92#_EP?=oGCW8oN4Hl+vwgu z^3Tc+J^}=2c^Oc&=xaI|Hbt{`8PF_>rCTZwJ$osVZt@_KCOi8f=P18H8HI$UY?>vy z4QwIUHw)_JO%%~kCG`k2^^l(*4`WpS;Gfh+q`c>{(lT`*xOX z;WzuIr}KZ#P?0mEovSVc2l^2WH)>|LNR1o1^cyL z=fkRBLFFTICq!#z4Jd%rq~};}nG-;$&5T!Gi8i|3{L;(2;eO8r}` zUbIPnBbOh!t#;>pH70lKS*UopzmOxmbI297iWb%*H(UgCn}J0yH)Ut1ktw zxmHCva4$ zTms_m2y0pw5R8Tlqs-}LK@MomEL{RxafcpBi?oy1#;LUV2=dBY@v(<7(6uyZ-}cLd z!nxQTHu>#@F9I{yn{Zyi9bhQLDf+$Xpn5^26iND1C!RC>*Nu`Xkf|sqPS4m!{&=I%JSOSWYPM0a^xT#BTI=Wo64{lf+sxo^2a}QH z(?++ytYG$;quoe8Q6eF4Yo%khH`#{kA((jk@xZ9jsOglOQIKDm6qNlBGG$@_!z_3_KWki}Z(8~AHJ-SYq(iaYd^ z9U57-I!#mi^22zH1RwIuI2fjOt|T7f0=Hin6CX#d6Bnm}ELDx{t~)%I`I*(4`ZBQw zz(#?+eQNJ>9B8f_uYhxNhEJ)ruFRJ&$bH-jR@LvFs(KKS`R#Jp{7soVe?40y8j)r< zcQl)bnIZewAA67`CwX-fq7H?Zzn^lT;-AhZ7=)i492JKzdse9Q|5n1?qD&D$|95Th z9}efMtndW+u^<1TY_H*0q5KsMq^q@?vO;RCMVZnfzAy0+o1nb?iLd{?IQwC{+`k2Lxj)e@&(1Xlijv4C1( zeiQ!ddxGnkX$j!rImKbehX3cttH1qkJk(CBjA)d}W1fWBFT?xy-#Wj0zGe%*%oRh| zgil9mow4mWe5rc)rG;63`2%o30==^76X;m$O`euEwmJs3C7jsom0BkJ*N$4ziaKpqG04x-=wx3zo?6|H|ztvC1Bv zLL@IpH)GV}^X?!2{YeKYGV42WKhtTE66S6H+=;orG|yZI&Z5M5>?<<1$yMw4inC@0 zTR^(8LRici1*eEk!_BOHAAXpMBd?;g?J9sI)Jb3JXD#Ohwi7=ur7ZOpQDJ(=(2!L4 z>e;3cidS1!OOdHaP%4?3UqV#c)>Q8D02nd5D?YNZw=o@1`5Se~LUqJ1!X?=DI^K$c zwoGgDa;uD@+GSO72@}19(K?izVoCi=ZOIJ*wM@SnchQU2aAIGq`zqrKi9QYH((y!y zVyz?^_MA8XcFx;i0yCqO`X|z?zgd9@Rl#e^ORZy|H3&f)(JJ3JS0fH%5mh}D&@Q08 zhM{kr7Jd<6R~ZsD|K5knT%Wvt+A0>&eJsDLW3pMcP2nLCqPO8hY9vd^OY@kml!N5- z6l2G=l^BW_NwDwQp!NN(?~_R`nCu2!W7Rr@~xV?mt0Yz8Nr$U@^+ zv*P*FUhNnSjd5s}AK`yRwLIDCkwR=Uz-GvjlWqce6s&ScHr;FpccHZGt8y|_+`-~3{C!~ zUA2QjotkJHAV2)5e+&U;W}3Pha%IqB*Vfj&uDf&K@kqz022t?BM=_ow)dRrj2CkQf zV4yJ&fz9O5(z(iJOkg9jHgOi!B;;>?P?b&~8-QQgG=bEsDV)G~JULVFG!JwbhAcD~ zEs9`Zqs>DDD?5IE&8ABiLx{@BnD#sFzT<_z{=zf=+nF!E<;5TU*hjk$l@TE-NLf&^ zg%_v>DZn!L1DF$jP2oI&%^@e1g2hkOgM&wM|NFu2@G(!^Z5Ul!f8>Uond8V zW!J7<)_bSRPGk{Q5*wb#RYuxC_|x(+6if^pvf*q&dj=KC{8yg!mk2{Ar4)b`z z(#y-!H5t&DaLl_<6H)Tw?o6T|FoF-*2ftQz77JRfbR z&wstZJMjAC_j8~7oHH-m2fj3aT|4jEx%7-t&SY$ze^2OivjslU8946w*YfO+^pWnv zl3S7i7y~dCk&lmubJ2MI^PgYTx4-@E{D1w|f1Sr)3SC4F`+)}@2;kct!+8wD?KV8Bw){5C+_izXgOy4{b*E-Jjo9KVe0Ip?82vV>E??dSXe;its&Rv#FE z)WxF=f?NS$j7AMJ$4xbVDN1=Y!|3IwV_*=Qzpv=nGaG4m{)#bJ z#jtypsi7%lRJ;Ji{4z zO+qBKoW z2HU)09z$+UI2nmjmC@|+2xQYl6A~b;$yT-s8HH;GQ-B@JHS+%1janJ*4R_t1J$t&= zUcEHCh%pG1>n(S^W%2y`xSJk_XP%5h_ZYAtHxQ#1qK3+@V1rc*zb4zQ=)oiren?d8 zq=K!Wx}pN`UPtq%E00ZdAwPzgA~3O{q>Gth@mAhUGbu$K7~|ArE5JLCFX?|du6LTK6T!vG+DR}}jdJH;Hfms+0B7*%(xlm> z-m$l1CLYAdbv2f9u^D6&&7JY8H-Nf>~ThCs|4*gb!E&yU~u<6}Xcv+tZc@46FhnC8Fh zLVGT_Z`~^8ohEU9w3U?2kP)+RHiJ_jye7?~7@Exw2Eb0jWEYr@vtq<50CJOp!7Z(9 z#d}S%((Nj!+{vU|2+_*YNQHEFG5B*fB7qEAS62t1Yr)Ust{72w{?9v4{m7|fZr^#w zJ7shdR0fe0PX$yS?dlT-QLs%?Q^DS`+cSAI**^BAoiu%%Z3jcRwzlSxYOtD|M!LSf zu1UAWIil{{H+>`8uN?L*=+_-S+xkYOuQdBiia7cH%+LJH%U}L-ujqb9*q_sBL#EF^ z|NQL>e}35(?Gs@i0XqWYB(@HPDW;6dR;`WQFq=k`Y-kSVqD+@N-}#p~?fM*z;k4@` zV8>n_!lUW%Ti1(kfAQA&_ZTOdt*#&X3>^3TYu&X#EVPHsZp{X8v>AZs&Hr2x|3Clp zKM&`k(cgIn_=kV^hy3^5cV9fOe}sSJ$Pp}nN8uvXBiVtEtSx9KaUU_I1h#%8C9hcy`6t~GzoG} zA_^Xr`t=H*Q%wbEvVrwB12A?=>A(QeV2L51tqdExwnDt;c##)aRL zCFfk=G+rV+SYwnChUfwdpqZ^;vsyEf2|Ay)N{UT065vKuwc+K0gwf=OqNV-L8&apKXftpPY07Dcf+f&$&IE-DBprrvAEeB07 zJQYy72|C~5V5HH3E!MBujf#z6&@0O5LZTvQ-9_rJ)O5uwKp;%T3l~fCw@3#kkEzhb zql>gNFqG#t#!=CmhAdSJhB-Vt+7hWvk?e|8p2-IgTeW(_q!BV`{wmZY4KrrF4B-H5 zoY?4S+3+JaXByZ`pdG9znz#onOqa}ylds-+2lF=N-49`TQ7K0A>fgM2yizjGyyZ;c zFb&YaGvop$d4xCrbn~D>7~rlHq-Gw3r5htsp4wm}GRejAFj{U%5;e08Jzn#tFkS59rWu2?1BRE_Srl zsmUoy2#HWL4~?0h;SRawmRsD?h6C1|6kcF3oID39*96oO9Z*MlMuR zPa~O6>!Qr3n>M53b-`D;DFql;O}N5%;9~&0;?64;=k}~y&$4)lyP`ubLvs|y5M?n2 zP`0UtBn)L61w75;gliLUMHrCdBUc`$O9$cg_30l1b_yn(c~(|dJUHBwc2|d1pZ1Q= zp{yN$iq^Mo9Dcp@KL7d8r+o?Y%rno_l|26OkMED!*7TC#yVFQ4JrCSY!5+TyuCA_n zO|{P}wFx&fT~^vCykqc~v~jkzYCPbae0loV*9XCU9P9|}EDUhf$FABs|31=jX3PJd zF$2dv|5{Bg2RHn~7U2F5;ET`$aLzgBL+d~EIWUz=W!606lFOzekkbab{wZST?~0FVsJ+-7KR)EkK%vT#uz zVPJYaooPr}?5KtFU;rb++l||h+kwRjfrlg+Gz<+-dKls7VT0wDg3UwNJ?N*>=NAtc z)s}Y*0lrbd$V&@M>r%`E4?OV2FMd&!@OWrVur~IZipN7l#Q-B*g^UrX3jml?I+`?H zFnZM-A((2zRJHsik9v-ddCOrQp1rNMO z*wt5Gji&)h*L|W%DvwdAWA+p3 z5NNv`-M5CuPlM?~>&MOnIR=SnPF+pHm{m#nIU&WeNnl<4nwZHzA|VwIfC@%2BtOmR zq2IfTUN<)KM#0c55UnUSXCA{DPBtq3oEA0P3qW8+?%liByNB0)FA^?Ul^|ED*``r( ziXx&Co-rpzp#Vt39|L5|3k=E0&?K6`G|@D!CIJQ^F=YF{w=By?my%EgWAMN*XkFfm z+{v1WUN!UUWt%#H7^`{BpF_s;3N9HMjqz%vrHSz_f?vw3Kk z>;@jJ(Sf;Vlu<_D(&)4&XX$S^K=Bhu6*ij#q}L=~f{3)m*_x-ej91<)n|Ii#jU zO$!f0vl)Z=$nSn+@r=ga`1l4)Q!U&`OC-hG+L|+tm9DqcbeE~iL2Dw3#sv%)^d{Rs#UAGORvqn-o-S#R3T`bIYI;#Z)lOugMRF-$XTbO@gY6%VsDK zfI)!uHWm!7yNh!9ZI}PR+`ezgSB@=SS!^Ao0xE`|aMA{7k~{y}lseuT1x`1!E}H-+ z;h`OGoquh=#5G!8UUn$%%{prn4&uqUiPiuLrT zKmDw;&T{O1+~a=WH*Jr2Pd??8Q~dcX--z}$?jLjaLGX3gUFVNz`2$(_Z6K1WLD{4! zZHBuC6xjs!#b&?o+fDAM+nM)spZi?L-aZlb?P&MUC;#^+PdnQ`8~>1OegAp!M6+f8 z&}ZPd=U*$X+tK=Z*z9(L0ROLj{`>WZlOw+W?1x~syVkG$&6>4}ZEVfaJ8g?WHzMc3Wi|KEEBn(nhNbMlXYhh$Xt(iuFqE2M(rGE}|E#O_+`!zI|IS zjK`?1c5fb4Nev(ie@GfY?*L0=EA~QYj9|JdkAa_H*40=z{r%_r@4sKOs(478VWiMS z@HC%D%#vm>g-NQmnf}n1R0k4_KdPQPb*T-fT*4V?B&d*w5v7Y$Z_hYXMk)#|WHrF( z)x{9P0N~MNRDV=u;m4oNU($x43qPkoHVnUJuh0xlu?$%lH8B8_y2K{J!x&NZhs=+G zh>8S2FFfr*c|vasVr484A={`;PG#T+C>NbmFN~&Mx$;+7C1ukDvmx^nNFG|L7~IC1 zWd!qB_viSQD&!z9*)6u0oms2yghR4c`qjR!8@A)uNDeE0*n_z@POmqBo%VgPvIaT52jf-JJz zpqxi^H6b)GKkc4m2rQQ_wmXMEyu4uigoh|>E@yiGG$+2ax%W5szUz*69r%L-#nQlO zAYEKx1i%tLfp{`|s$$IuK)pxeWB;YSFpw;{7R>E;j;j1GX)FnLNxtHdb0X0NWU zjyG7>)CHxb2EaDbA?LwR-kNfmVcM;0k&3D$9!8&4na0LmmwFgH*wTt*C<&)tA`6X# zG=yxqbh+Q`5<)5lKz6!EOb=OQw_V^V3IIM)swNRg8rLFBECwl*Dzz>lko=0&Wbhzw ze$1qEhk4U01?DQRcTO_>i)KV%;V{5Rc!rZ95Ufdn!8XTDzgF*zW2?!diyydp=m*q_N+!)m}ie(adrrAw9^7+o((-Tc*KP&LghC!N^a?bR+T z88(mY1^@7~_4cf!T^;+d7ji3?ShH?F9yTZORB{Bi%lQ*nK8eb0N|^P1PZrpN1v zY6s`@&p+P>RXcZ1zb1^zPh~NC3hdv%-?PbiT*1VYnjG_HhD|9^RfbPz`h{OBlsE|c zvsdH$&yK)-B5bj^C~lQ)TmSy=!=AFXoc}p9aNP5+1=zy*|L*sHA9lhPzYt9x_()^$yrnAJ_jHptUHFPvDpq-Pe)U}JmOS@`V+bQoY=($S<|O|-Tb zd!1bN1hDqx0FeA1mq=(8>LpSDWY2sL?d|+vobYT&u{>?d26*uI4j%Zu1NZ#?^zV8A zs2q=n1pt_IW%;YW`l|=$-~ZKB84O_alNJS8Ix}NVzjvt8- zwyq3;1Fx6pN>odLX&53AJ;F61@rdGQV+&lmf#heC7=)0(3?akMFa*~KA=-NBvSZ+c z_uvx_smUmu4!>Cc2n5qhX9xr;`7c2f$QSb|MJcLGCg(xGZ*065wFLXL1& zm@*iNN?=?##)yqUcm+>cXIk1DqaX5kUc-0M+hNRPSKqzFCf(=AvFTEea8XJnvKvTs z>Vnst(#(m3WYc;HPa0B+UONln4-8XMhAwtDcG|Pv;g|01MQT(6X$)z|q8LbsuJJN# z0Vak6-&$rgy6|kNjZPrJL*wKmO>!YpkLm3-2{M?d7!(Q99O@E6>ypdWAqaT@Mqng7 zx@b4BR~>IzUbnoz3Gs^MlKG1$dL!(9&}8`Lw)rV(y|gaEkeZg=Fo`;=O48+Y4w4@ZGfH9a}7?lw9yLRq9gqp$|og1lbO1MN#h^}D+pydaE6nG2~ z*xRq{Lr^JW41~Wr8yB{Q2Edl(|FU<#v6`M$y~j62hL-+80R<7nnnGJz+MuOsER;W@ ztz%n)K-Cx#gxayYGxca&tR8I3IWx2Op4s!KwV)K?^bd%d9DQ#hN+eNi1sgTd7n+!u z7+;w9!Z${9KKK3IbM@(NXXa_aHz#{#va+tVe(Sf^b=~)U-S_=Gd+(`vLw&Lv0vqCy zUW(N-)8@znKftYt$x0!HXc;gJ9Xeag1;E30MvH)9lu*b}6>5iGW-JAgHsfk z$3fvVr1@zgq+CZTqZ4VG;k>g6!RXmgGquDcx1-F!sU_*6Q874G>2xwA)#As~@ydT% zEyV-s)b9Kh0gZ-*IQV7JC2ns!P83#V;B%{J=Bq%U|~t z>+G6>bRj6W*x}Cizt8vW#o)&GM?so4H#bm+o$WjhIjOj;?zY?Y?+73W>g$lVyyPUf`@$k$^({KGt zVbh$WF@>~b?mVgpb^a*LuMlZ9w7~;oNVM9Dg-6Q?W7uT#OUapmtyeitHim}4Yyw6M z`DwIZjEgS1$itW+sRu9>wJoY!28{tg14*->4QYw_aY~1jRohkJ1mnlaPH;-(XIMZf z0A=wwe86aFlWJZ~O*C3ZR#XbjZpwxL@SaPNpF&`CqBM*Y&1k?7gSz!b3*}*`B4w0N zS1ukQ{<0YPosA}ikg#c|0gNhPnlcaJQA;ADatyTA!MvJUh0GluQZ%DEN|#84AXOop zwNWiYU^)X5bCUv?`k31bgGw$89)A7MhL9%0X`^P(^V|ANsY}2M`x$4PA*4zg6_|^K zxQJQ`Mnjqh($*Sb_ea$w;$-kl$@ATr<`mLW9_iTXD)O=<=4U{%8AKHTLlWB8;GPvJ0P>v0G1CdNxBkJPj~$o%rN!N$l{S$Izl!;=VblVk`P0b&MyUw&QOIxqXi~xt*XVY77ubTeum+ag29VqlX9S) zb!=MmBoY|*=mDV4i}LFs$!{(~vO?;!VNvAMl{0^)4G>t*e(a$J5E>=`O4HbQG@f2ZF9_BQIBm$9+2;k9)C{{4PL z*)PuAa?35gvGq$d*IaYWrI%j1_)__->~qdJ$9{hG)mQsbe{a(`eY4z8LF++#*5ACW zgN16Xtbmrh-g=*P&U@AMDU*xBSH0sGe%anE04#_s>tlHx{nx#2=l}oxdcE82@SJ`H zPW%3Q+W-I8-!tig`tSb#e_d!5@@d%VCw3CVw(oy^GUfto6SGaR$7aQuxSTm@TUoal zSF53DTVl7@U-`_hykY$fuU~)thd%M4wpIXmHw8l*tYLRX*So~Zp#rc=K;j{8NdbU` zXi-j*kv}jGuv|`?Ng+=BDl%fwK;81g^r82S58U|VPw(8l^5(TScbm`>!C%{WWcmL0 z&;R_-kr*~R+7t{e1+jD$?Jvjx-MjFTc(N_X3IK zauQJ_i?&(tB-W<~p0W@!bjtvc+mhzdhSdNFrXThRrmatmA)8CO&S@|`Fm#TVjsy%z zv*5%DLrTZS)`QUE;`1jsAz^Sv!td6Db4ih<6Z}MzhRzTkGX?}^V_YD|c*%hedcNslV!(&jj_n(vqb+Cp?C z7e@6xy)mV#7#mz8+j>zLP3QDYXj3Af}UHCF?3o?P1oE z#9(#Kc691ErX|~Uc62oaJ=YwUa%DA+Jq;N_%Wzst6p+(?fPb?=+EqH=WsG=i; zx$}9@LOPiTY);*}F!jJ6k|EcO4Cx3t;hS;|M{e%GB!hO-Klj{oi_$!@vIn_)DE4C%b-l zY88V;kj39Z(KGSZ9%7mr6K#SHS!)PJ3e^BkFlIRf_c35GMX2vF~LgH zYPAArvkmLHg{6s3_+hjmi^0>3fZ6pNe=rNhZ&Gv<6lL2$BB2wzM^2Bjz3qC>{wtZE-^ZoBh-eY#$U!N5? z?fb7XeJ0~~=by3U#q*y`f7PpA^Ujy)^FMX-2$WLMn=P>^CPye*2-zFGN#!WZf zl>Z<8;U5U_-#tCLr041HzqTg(72Q^8p#Oec3qo*tss7TX8SOJjgGc6pd~_(r0t^5&8FRCmXOTu zo2uJJ3Q6Q7oN_T}l~d6?Y)E^KVJUie)1fzwh8eH9_ciV6`cw-K5{Ab3pLpVl$L8Pv zmBeFaz*MXxPC5 zE>yQx#_fqGf5zO%beqc<{N2b9nqXZi%HV-y7z)u+I2rsj;h{qo%?7CX64`p72>@i> zGKdm}mO>}-S2VB?sS1p2{PXEEy$!h&)w5Pr1Q22f@mMaNsuxu^ zPYuXzsYQvbG^6z~WF(q5bh>t3b1G3|indlXfQB(BVdxx=R$WHAHp0{c=144;LNpTT zoJvGROCd_fAU8s=Y+7P-Wb>C2c|2%ItD5F-IyGMuiRMXHt`HJt`;w^@2Z|2XKI-h)O|KN^9Zmi%npp5LK|9Lhy^~LGwgEB->2+4Xen|iMpz=C9)aPRb=qD zR^}2F06Q^p)2tQ`WcX5~p8!s|r2}NgV_3IRYJjH(kVDo99)=-9!;EIvp=?+v4^F2s zn}if)o0JgzHt7I$&g(?9t3Zlo45j1oF7TSyyau3QEj3xWQetprF%nPO`3+@RE|O7I@5=&W3EQ=>vy2Al)n*3^EGt_|DX(r(` zv~(7b2UsFw5y_U06SyfLDLrQg+ER;RK*d%xw!jrdg+wl7_`q~K0A~P(6Nv_vTl%P5 zA$7xmNq1QpdRg=21COUkRW1+M#I>BLGQR&sMex@-!|XJm^w6z?azd>YL#fswqlGQE znbw}m7L_O%PgHCT6Xj?P%%kazIA<-f+fs_sRsbQ*-`-WozU1-7lV{)m_JT}v(wz2Z zZw5xIQ(nb9W^KistA?W}W9R*M$@iKa*mGNfW!`_irFKsG3(VW9_;$EIneIRQS`2v? z_C_qrug@>~vwcVv;a9%$mBpwZipXzUSoCN28ty+VdwOVj&$jnpzyI4lX`>@9PZw!> zxa->0?c#O8+Np$Gp`@$W5G*9;)rYTsau2zC<$|>fo2GM0Wblh}c3;crUL#8Qs~8V0Y8DJpx9@J0NOm9Jz1Z`c4!#Mp zX<|^0mZeYA|I5Gp%f}yooCj5_R8fn=V+9yI!1$5pu`y9vgC`Ps0GvXVV~esg zM3s|*kO79D7BwV{8enKoA;Qx+i3*0NwqfS@*6*CM9Tx(&q+mm(A0^Drk#fa#ymZ*X z^-*&xV~AE)O{cl=7}hyMpW5K0>)Eo1@{D;2L6X*Abp`=*?{?p0chxf_I;HDPV;N~@ zF9YqAeB#*{-i!=8(D_?%I-|wc1|$+Gg-|hQo&=Kc(2#nz=Irn-R3r*X!5Lm-Fr4)) z#NYuIB0>RZ6SNO-DnS@7bAYa8xjby4U`ptO<{zA*Jot4>q&I|wK|*VuLG+mc58xP; z#mQ)83b8$w`1)XD{_Si|0v2tZuw`-L55U9j(DQVLw{(!ARnJg@6IHZyotqs)h;SM* zoFt>DM3W+TR1r06;`=xlMLC7yQ9T|EFj3K(gml$lV-qQKLtsO>jHD-a+7lXKG?$ZU zS=!JKfl(22jq!|5R59eATbRE2)fFWFV6Nw2{3ISmr-zw3&EUh(s*9?^mR?E#{5)*V znlw!USw-a5mevNa5FQ>{xltm6pOcO}T3VJ|B(e;<3K+FSSKZlLwCe?xQ@y!pvUJYT zl0?t^b_vz_Nf%D(tpg935UK#f_GZck9$Aa8u|kQ`80co#$HmA4ODEltl|XeOZ)!%0 zC~!^{ot8w1aAKYbrXCoEz}1pVc+8G)S{w^SVAzCVHChlD9<~&ThN5iDoU*cML$v@H zoriSdNFh;+%%!G#H#W|WprMcEQ*ld02}f%EFhbcZV1y{YF-GNDB&5lbT8n3 zhM7lVp=QUn&*;Zcl@L3e;gz&6Hi9KZDOUwYfd+pax&?a@b$^4pwUp|&^;5O*}g?mLWk9C^p$Hge(mg|;KR zkgUM&O=uzAkGcceCF~Cvx^000bJCmyQkCxJ3?7=3WMj({v!OmkX@0^_>$&FV)U6M+ zVIKM2N5130chvSb-}}w?KXgB2RHE2q@z}BL-cQV;Nghp-wt7PXV92nKVE~iGrtR>C z@S=0xG(rBzd304MhN!~BaN@zh4`wLDCZcQ}-CDy^fQ5KS3!)z(V204<=H@N8+~PM` z{IZNYkr07YLaq`Lc?=m+T2D5H2m>1evt{Xl@C?DArP>x^knmDObMg?wGz`C?MdM)) zL+AWz5g|iHch8x7DP`HinNBk@LH#I{ff=V+aI%5fb!*5dJtww8hI3zAAAK8^C`FZ0 z*!+aY*&BaZN_S~{8F#vh!dN{9vHo2GQgSjl3qcY+(|9`DXW!OAtdn}6VI*pXut{u; zdNV{48{LW8G&^L{J4W!@NRO5(Z3u=(!ycYT|L{3^nwRHf2AJn+IzNL`OEkjjGDLF% zC}9dh8ekK%GaM&Bf3xQ7oPie|Yz&@`DKKV3D@i=h5LumdkOUhrCk@=NX-Ws+kDDtkA4)YqM>py5+iSd4cU-1Hn$8Z zFw$xMCI!h;xfnV|3@LJ+E>~8Bv`Z3bjO4jP?TK>AqFi(gc@qbap5O9 zH7Vq{=fOaPz)EpSs}c`PhZT==o}cXBzuzvwpND~s7K&jyt7Z=p&TIf|*-8*LUFlIM zm_v*Tzq-Lt!4N6@bQReIhVbMp>OvOcVc5{R{PXCl2}VmxSF!U!RNX|V^xZwt0{(5iqeBK@Q8T1<$UViVM?UVesNN1mY z_8Z>th9CUFAM_RQ%{SlNZvlJHU0+{6bm$Q6RiZDTwV}F@mRz>9w_tsGZP%v>I?z5E zvbOL5CUxbNSMJ`u+rsXA|NE?7XLi6};|eVE{;Pz`&9&n?`m;a#vr+LYU-^oQf`4OU zV>pN5J=g!ZElU6UzyJI2_ieJ@DfrvJ{oCOj#$%5?cGg*E$#T66=fD2zzg{~33jdG% z$d3%?b2Fa){_Ec4y0azPx?Py|Iy>H-58nB_U)}n7<}>d-^Z4hEbBeYr(z3eybko^* zWa9<*ykNWn-})Q3y1MP~5n()*Kqr^UfW<%x)Su@>LffeGB z+b7jgb>~&Ln-nK}!p0`_x!?JmzhQXiC+~ddw;nP(B!r(vOBi-$d$rf!uYUEb7Dr+? z4ii+-hTo9Ut$|Y_-Ev{*#sLpNc<^Mf2>{6eV*r>kXC=B>)Cs3r0E9sx*`j930HE=Z z=AIM4y~F=xclqU)UvtehPFjGNwK`~3v;sV`Ff(Y#!CY5$%SqS-Ml-aO7})%rIFXog zfRJ^r0SsXWSu~NRU*}P=kxysX{G#W2CqnhZaGC+sr<2yOx|}1|%Ok%+ z9vgI0&lq6TrP-v4JlGe1(&J}TnxR!r zkHq|#d6Hgx*^1K5l+lGO9oVWWtrpQ9h8lK0^Xs`D*uX-~LNjcO(mJN zfzTt$IB-$L<219pBsO4nJgSeS#sle5%`+Q}hJ`q3nP8j{@!~-*1`y7#{Kz21xc(y@l;bd8E8RwmMo-dBy_rCYJ#(j?D zSC3`6-2Uy~{_SL0OZvCH|N3yuKIT4RD|3-{GqTaWZvX4X%Pixa$KPou*O<#0-Y!bB zyRP{e>yNHqb@;09J^a1D@X23r$rH3f?t=l4GrBW!A|%~6rFU<|TrQ(#91a*%h79RQ zB!bal>WAMgn5V8pWogoG!`Xc~fRL1C-8Rl6%fy?V5F>F`*!G`z;t3ypSS85(?gEB1 zfGTV)3EA6eR79c>za9dM@&mMbjHZ*nkZwg=iW0%3)0{Azie@9Py2glHFwUadGvvol zoK9{Kc4_x44D~D>jF#1LX=Ox_q%m~w!$vr@QC8{fCM(2)fk@|sR7-Usx%I}z2_WRI z2ScI-kXseBoTNk{gz)@4Qd*xdr`2+u0L~&OTPM;uTO5TNP=eGg!l|wK*VA-cS4djh zF#VW^JD??XgBy#cVW_B(eoAp#0yJdEO(w?qqL5_~ zJQ(;1t5z}|4Jd7)XtpfmrQoknYbewl833F#5;9GGesIFj@*?D6!-UtNAzNb2TU$|! z+?B|$qUH^on&~tnCBk$#IOnpH;?J&aMe9=uwn3ZmebYkpjW+46lLV0RY@#htE2(TXviR<4MoGyB}P>`Pm=`;Z&J+> z-kD6CDhTz%0F%xj7^L$M(EwHz02K+)Lgk_H!^1!dF_0Hkks*q9n!|hoD8xw{0>BSI z{0RA%6jWy9Xv!jy>l`fxnuqS}1?CiGSbR1eQZq#vz_i4Wh6w-<5i(f@t*FhRkNbEa zM;nY_N(dR!k+@h4z3#bfG3+XCot(jVOsemEX(6HnTMFsTcW4cG&9`;?;?-07?YH0V z5#8J95B$InTz>iGFMhFC+*8UcS5`i-vf@vQzH4R0-@q0muWx&O9jv-*%9I^$ zEx97x0iFMeOTg*jzTj=$G=;iYEcJEQT~|%3vGe`!k}onlu&-qWPH~R=Q|BjR{*yoX zlN)cm@!P)b+ji~R^~zVi@<)I4NBw`+Cj;mAEwCqKKhNyH5_{2$UgYDQJMOsSpZ@8e zPM!7lfB*L`VZXNTBj1<4^rc#IY5eDZ{^zN)mWghA|MipDZHBH{+pn9NEzu?Uod>>i z@%{HLN8VzWCiYBG8n_#cp_Gv*r^bMomv>7y{EVBVi+C=(8KdKnn58qJ>)R@KH$wrfZuX{?Uvqem!*4 zaR(8qZv3>K!JN-6Y&@7bMRDqu9eE8X8Z&TBifWQgJx%XriwBukZ9dHb`kPtW~oR?WwP# zoGJ#ZA6iOFouLN?q>#1=J6hA1&SNMFX&6!`87^3MB#;1x6;)+%A~8Uc=A|(f{Mo&&rVi^)I*P>z@rzgLQ%dFuHOXa@7Lnv7`*`!K==eOUtDt z(!f^R&jZvz^c3duFZFHtT0{KT*Z=9<&=J%YlYLg1CC%HoO2gHTj^3{{XYniPK%G~|crxby1) ztcpm4hU8CkS_*w);34xAr%%r;3m%?oK{7gUYyiw4&QRUFW@FOG) z0u!5-APs^0F|^uYf(Od`HnYYA8vTSK6>=%#>U3l{PV{CMdjItmt>@bpyx=51(0qz_ zfF(kgUV5qj`Nj9V2M!!iU02Q2L3H{V`cuyySzW4r3xHvHP2b{JWJj6DeW2#du%t}pXczk}IXft?jtW(Bsr|N8#7UDu{ZT!8I?KYss@FTVfY{^0Fx(W3Cg zup5MwZgA7>_QacS(e8bs{5;(aZ3q$#B?2@A@F`hC9#MseZII@VIl^`oBp4v=(n>I3 z>I964>eEiks3NTg>6JD#Wr=~=?M^D@2g}LupIbft_~QU=Vzj#W8R3!e0FYq_$pzy? z#V*8{fm=vUNIDXRuHwlLPdFniRBtBOjY$XqOjJcfM)y7jKfEm(IcF=gzP|3Z!ozPO zbr^Ci4zP4=an=9~g9w%7PFF2FqI9*`3?VYQl0sl)(L@Lgn`SB(zZp5KZ2iz+z^H%? z8O{*+B}FbaC9r91oFp-;g})F?-GU+4Z4EH=Tsato*557IeOWX7vZSzufb%ebi73&7 zlRQHY>UPUx6H&szqv*J}=HL{S>m0_(g9NQ|o&ns5wIPd>Mq6F?V&6@B(rB8Z{Gx_( z5d!njJf(B$U-M~x0z()u2@(R#39MU!KPMZkw%Hk)hX?2?4k4b7(BURzS31$U2!Pqo^YoaTF{Q8FpOzVe$ zm4dJ-7)l?BHB(j%3@ulCb%MD<@RhFfT9s0DLpF@3DP2`%Ffim=E02_sL)N?@{&F>A zdBKV*)I>&#vuHH=j0VoSb!3|_Lps|zz^D^EU?hyLyx)ncPE;4FJvL1J2sLY6vFmC| zn7=P>C`)6~YtLDf!5@-Abk*V%l`Dl-2&}~%B!=}VB`26fe#4?>q^sBpMU@ApCIe$5 zofSN2J6>H5Y#sobaKdbCZ1_n|_Sg_it!v73*bbHyQ;_Z|qebBvdZ<(qQ^Z+BN1Z3pWW1wXvY*D?*tth`lwq_C`Y&0r566^26 z0W+*&t6EnKiFj%TMu`gX;i zYM_?%+(ZnOV`~Y3&7*m9p*1hWAJ~wSU2oZtBxViReBw;EIRnTN!e1NkbKbPQz(^#b z;UPVi2r&w|h4uY!cvJTN%ju+bU-Yv9zQVY`F8Pj z^6O&z3$%VR(<`<={^NUR)pey|%i;)npLPE0ZT#S(tDtvb7l<`<=xMe~1IF7iyeq2< zYUllTnYWl7%+3ltw-wm-{_FFxb~Bfxeb}{`eEzpT{}UhoiB}(Z_4x3K2@%Ck&p*o6$XJ34a4AR$S?&_Nch8t z54UeaHlrq9C%{&T2e_rE0e%J^h7f>70I&$E@Kl`v5T>4G)e^9%225OvD5)`cQAnIZ z#4t}_cS$l6Pt~0y!Ise~q9uA((d-mL-kHY34p0m$VAr1P^m=W1K$GX_o`8X=@|*zil?DaEjL5CRtB z(Hq-0zkb7u0nAAlmCM=cb>^r(Xho~eBg*D+s>3uFrS*f5AxaEs{G{p*^zPle{SKOx zkVp_h5>CrSTQN?$Xf}VL3{`-gJW7lnc=%5ta_h&+sE8j}C*zdH#-rkBOcbqkhHpUt zh7Au;^E8pD3S@qsb_NDoc)|vtYn2_RLZT8Otr)uwt#fMv+4S?v>JactA)>TI_))@? zOD}}K=^MfjJaiZ~KTLfp#HI~MlCx7xM?GlhMoYvDtL6>4Kor+3mn5{}+ zB&8Vg>%SGV6y7O(mB#Rjm06!FUWg^G}ClK7XQRM`$=l zrlAzJ#f(9rnAKG-a(GBK3_rY(qH^;qSIAH_BquNo;Xy)VwIJ33cuA4oYoH&#b?vLA z$}d0o%i}+zoQ(6Q+lv=QMHPb4fYOk4QZ1)}5WB9l0dL4qh2)Xdj0{P(s8duYNH}3= zw)a!#RZdhElav)^h463c*@d}C^2LY zutYGO)10J4J(S)tK|GcB3B?}!!0V*=|q#!8@pv;I2^UDX8^YT37)7pJAzG+lSeuy>15;N0SE&y)tk>` zzcQe0gqlI_SOXifrO;CF@N}}tWe)-1Aq<54wvK_6iv%-(=-^=(f|Vj_#V~jj^ous0 z0P)BIix#qVXfG;VNUO@Vk3}wVY-nw3{5+7v6RE6Ih$>pr%xGJ0Y#wt#&aNwdMnmn@ zL(E9xX^vyff%Oo$4fgmakN?!>Pks0kAAaD`2SlaQvcQlth@u&s40Wqg0~!MmqWNXv zXFxWjH2|PP(T+vOI*i1q^b7!>uw}6&3Nh+Xmga>bsXYu;5#kpG6JpDf?lTR$1e*Xm zLxvE;Fdo&V7v)bhT=U^+7$Jv)9!1#_2@*C!s|sv!G}Eaf zaT!5ki+0uftvUuOoL6pMx%k6-D>qKJ7q5`ot0m0(tR)O8N@S!B!3^sYq0XHi#6&z( zb>`48qI73Cj}pKPq95Q+MO0w`h%5lkXnCB64zc%NY@Bj?1$HtU7UE&!G-L>|&E1!< zhYn4Df!UY8e)xHHb=7}w;fJ3udg{*-ca!~Ew6|&h1(IKZRKj1f^3v_&BRw}4htIX( zRChaDtE)j!P{8x4lAiWbv7k!MNK28PJZ2v0+2PUl|C z$cgD>sLoJ=N2_ceb8n`tKz1<5MWc{%)>diKVlt|$Xg6g&usK}|G=LNrQP)?8M#E-p z(IA_GT0|89p2SePPFmiYT%0=_MxsJe45brU{3gh+(0%va*R0DGMF=l3hT7mK`jiz3 z48x2PwiKH1$O0y8iFBcKbB6~bhC~Rb8FeyfvZ<|lHr2#DCk)ib0N*3QdbnlY6wL_Ygh_QA_bV;gKJ1IlHW$hc?#)@R;!BmaVBGG zh5#17W=zVERstT3K~zzf<{U#v>2v(I*Y00i*}L_(ThG4t>_ZP78iiz;1sFEWBxZy> zqJ=ccZ*Q#a{6cuDD@vRI*aitewr0Rc20sI*^r_@LBX%U};xUZh5SRzPmTYC7sA(R# z^#CBs-rU@@O9(0FRB<_2K>lbAIYp6UaQIBhWR;#9+}gWDdCbLeq#;e*HGb^aF}5f+ z{)A1?>Vc?5D`7|KqGr2tL zunE?7StYUwev8v|s+j+@8cD~RRs}!(-G{$>JgzWa`HQdgle%L~tX`9aG*jh>(wvMm z+CnfA>1N>&kepUyOpVh}x`r`W1g8@ZgG>eH7hY75m@)7G(~$Y$BbUui`u^7?=(cIMHiHH=-%xu*cZV4jXJZ}2*#XH~sF8eC8 zgWFkwXT1VXfB$uzCN?GatZrLvfc7_+whfbEYX$2Xr@e=|)0GI&UC*`59`{F=ydfP} z)^vBA#ir*Wty&x*UH+t@6nOmep11Y;eR|-uS4*^uifWALmd**l7WI1>ZVLLBRiWCG z#Y6N)y7i1s_%%S=gzeAtPk;QU7w;y1pyFk`bHs?Kjc>5y9D2k3Ut zQVaD-X14<~jSZMU(i)3L2zj$+qoNIw02tc%lL@%%(HK zL&~+hwN%|~{*cn=r0J^EhC~1!L(TB8`&>))ahbEh2!JYvL<->{vP`E%;1mTbrRe}L zc=+{DNcDzec3{l~SU*M0x8umu5e!d9C@TYi(Xms-5QZ=;%Xr7k0}w_nC7jrFo;fm| z0}@4v1~>soeui2~n=gP?=in9q-jDh9PR-TyBZoAsRUx^RVR0LjW+td0Nv~QH0GeD;PZC=OndMGn}oP zQ&fm^d~t%{B;aq9M3;f!MY6Ii`ns;d)V8i_=lj;3;G^P^fN~l9v_fcUQUfaT&>EoYLBl%qy`G*St$YuJ6z%qi(LBvns@!-7eleaBi7yEu=pQt{YJ3!^O4W$d!A=^>Y8>9Iul+EA~k`9w? zjuJ^TV&qqs$BY_cNRSXDbJDcbY|lcDH7a<^WnK&(>*mml2Jn@u*Iuu{jLpr>{rmU( zndjBjRjN(y?*U}-xm3wkKXsb_wC)g*E#7G*tV=g?diu{obz6Fz2xe! z*IqBV9y?tHo@^N|9MQfPP8-6|LOeU~zt8%WW+!211(sfcZSTK+{@K>#vUN|fo3#Pj zqik+$x_b?~A?@ZxT+sx;RS(mvr5hi+8y}BHUpp<~=OpYNDN)cat;kITNi=ZP>coz2ULJ8?xKpdBD0muw^MEIxvj@;lCqf?nse@TWty1Z1EfJAQXi3}nIbm>GH_^yz8xp6w zLn^RM50#@%OhKHPZhMga4o-I~Xw@Z^WDD?_wM6s4Olo773SX8t^!`GFaF7IKZy zb7WG^Qhr4_8HCeB42M?KjI1zYNO(gq&Fhe1IMPwUC{6Su+L3Jt*+FFRlsiFZ8&XA1 zQX$5eRQp4T@BoUM7b#Rqvy;UihMp@-CmTYVr#7sukXdljhIDuywcu%XN5RmnbMlmB zh(z6b<5WF1RYVPeB?|EzJ9f8SV_oI;)kJqI$%qE(RvRw86h=?o!@z*bAE8iqtA6tgUtPEmeSU~^`e4x4c5oU;zK zf#DPatZpl*Lk6igYsl!p)j5s1DtQbwLmH07X{d9erS1q<9K2$2XFmVH`5J?yG3bQM zlb9Bk!7taEkcu*3XaKrIAyquVT5x`1BHE4|KM#yczUlB75?R>*6$0Rq%fO!vhKff@ z0G^@}g)D;mqdBtWc6A&$aKJ8sp>%%hsjVD(7H9v2o2GS5{6I!2U;yd0!fcG zwgI`n$9)>8xqG4bda&|zyF}Zv=g){>*vN%agtt)^fMHX_p z(poY#Jo`Si?~+58ynf^Ldmr5ExNx>CHO6KD6NRKJ%0sg&-9!KwRzNfl4Cerculk@e zY|%b)D+U%Wp^41g$phr?OoF-fBJ5 zx&%DdddX#YX7U!Sn00lZh6>T%lX0Dfg`7hkWEikx65`0 zn?RqEN#|+Pmd^0Oc+VRZ)skkkVQ3e%`Pd=dzS~Q+ZBw#IN(m2HilIK~c4LhV$q%MC zJemYk`gi~D@4oinYkSc00d?{}!;VG|5) zwVp6>GZOLeGe}i64ql&k+E z^P7Tm)zi2)Uml`!=PD1`+}!*hv$$Pa)lNc_l0MeKWRW`|2}8N*ay@aug1I$I5#@B{ zx_3MO(_Qu1oN{NHX%EqcDpugOUwg`zmDeA=9%mC#j*Xm{l(~~a5<6XaOqsJqz|13& zhhcd|30n#b0E5OX%FpH}JQm-u60-8s<1k_7Z+$9?0ibenL-Gt-9{u|O%IlKTqc)HP zwk7}skHxV{zV57yOpB4cLgNI*i2N{k!Rn=G7LFC{NWG#Gjaa-mEZrp;f5RD`qsDlb5*DRM)*Z5D=%4Dd44zH zlj?8zmT$T0s;m63VaR>|>r*5B*jimXn$)>vF&7JE0r@R*541hpdIj#j=5pZoI?Utc zm*Jt8IP}B=`CAHk%VmaFtUDWn20M|Il zn0B#wPcsB?@w&k2?t0xK@nGPT#m~;*AvkRg*<}Tm%isYZ0Cq*61KVn}XV)D!Xj`bw z)6L!EkPS1xp`R9Wa~C2iO3{fX37bHo(zz;zjP~uo=GAT={*m8$(~wDk4dYpNuiKR2*EHgl!(DWH(XNCnv1iGppw<}*?2maOp0GEU4@|y)!qE; z=Hl}<`>s#jWiHM!xd2F%sKXd&Y@8i6ZMRA|@h3dp@=&>}dLXSaQRy1)8sSuEoa9C0 zufvv$R!a{#RfHi9pA^o7zad)7s0WE)ocR}9m1`KX*})qU!_J5Baz`PZlTMqiWw(BY z#pj1aLJY&0CMiWTnDbX!+Y{ZqEyz;3Mdu;vChPEc>05DJF2(b-LFj7d*z_cSpd!qAL#iJq*l5w^mA!_C1 z#~_7=O-n&5nuo0!!&abNQ*J4wWbjvuM~c!g^;2V=v7&}~oO_(M))-Evfjc_zs^~<+ zdTU{M80pI4teLcm5(y*0fV1}4>RM`VaCv_C$PfGD3_gkazQf;Vmo^u*gjx*@@Y4il ziK@=E(Lq$V^#qYcqzlQV*$g2kTh#$DSO@Qw6{3ZdX6VhGC_)|*o`zA2WarP*;?UL# z`EYhFaavMO)MuZ4c1To0BrpI$s2l@E145edW5ZWpeYNdn_10By5PJ3#n}-h{c5@_t zaP<1?ufOAtJFKTyurS1HiYcts5t>eiS9PLGMJIqLAz8b@C)q!4~ODGN_v!%-cc)3BmKU~F|ci6~EgLyN{^vQ7*ql3^tZX+DqjWLPU0 z_$8&KXsytim%5Co7(#@T45wO#qNAvChO~)j3=cyhPm9S8Kns!D1}+p#V(Z@-$R5b&GV~`u^AJ=lc5kp+nPO zzVhjiA+YG3ciws1ZMXF&pugvPzUTb&&wt?yU%2>E`4szYTYo@c<<|Kv_$jfc3@*6f z0x#75TVZe6_?`K#ASa=d-?gdp7R|C)5Fu;pcIHAbm zv}x0ZU`l%&(vP7%kWp@RV^Bzl-_&?4uc%tu<6+3+XCUE$%;q#~%{fI0qeXzpMi^~| zXwB2Zqaxc}L}kUv)6t>XLU}rBz!-!WJY^~5A?gDk_`tj0{cej~pG5%(FcN*r&4x*8 zOvtf@TH-XWe_&cv}00d%of0pZ&N_^ogM!I{KC1m)JCMLLwPOof5#DJl$xW#{PJ(`?X0y z>Q>Z3xkmJ3)&S0bv}~R(H+6wq7E}>3V3bC}W;B;34kJo*)daDD6=e{308vgQ0A#tu z_zgM9sAVpYFr1pvupwcOy1?UN4@r~o^rBr4v>x);4}0qS#6!M?;wL6T`0?n0VW@#7 zLhHGH_~A9fXkJAz6MhV3f`2NVavxW(dY#xf%!=EiD}hJikL}3LSmt zo|gEX6`rQ*Uk|{#;s@qrcd|(jli}Qmv)RewCpu9Al0hf62cI*ImIpuyf3^XLo16dRdxry_P=Hsb=-Gy7Cs_Rx8ViDypUS zD|Q!q*N&*fCPiaV%aqx>@7q0gRK{!9UTZoIM5SdlWk`ajIl?%m7yuNtlEHZNCQ7sU zX(>ElY_xa`YXHD0?PGz4!631*Nem258m;tr>cnugB#K{@u#w1OAd%}0&Z`qAPtKyH zSJdhahIme`F*{x~5{arX3@wZGSIdf3k#6E)lq1?O1XhIskRXW%6^vY9{Okb;?;MB_ zh5$5oiFFPi2}3kNCDFygu=375N5L)F&3AKib7Nz}DLTZ9E$90BI_-TE*op1i5Gl@E zS!~ZCM~+NC7frk`dkgk;@O9T+_r^EA@zVK6qo49BI|lx9;JX+8eP{%>8|R*TuK)J; znrp6c1igm)SV@z*CC82(qwU`9z!uzsa5|K})ulTGbhd}ye)D(!Iq2!-m-J1s&_z2x z|NN}qX?7BJR$$o`*!KSG``>vZ+|SG& zwDA&1r8R)?)1UeDcYkc_uOmM1BhR~S<2H%5;%d?GhANsuDfRGIfAv?7J@(klHvt&H zJuhiMS3Ne^`jQ?YLXIpcCQ=rdp+b6NRLeRWS^-g6NQ&ao2Ae-4e~F@o{CWDaEpjE-6}-ZklpwGeYHr@dcdElNk;rLJa_DKop)$8>;e= z2S4(ndtc+F5%!M#y(J&17Qk3A4i-g3<;Pe@SXHh4oqt;?7{r>mA-y^F& z>&->vx*+vz4bi$@3`uO7B!=qJRgvz%@x$kt8ai>xfoU~BxinZ4FH46+i8vc}De;6U zr2p7}J6mYd6llzbQAy#c8Aj4WvT2qT9<69|9O*oAX&ya@CK|}lr}PA%4rx)d;~}DK zf{G4PX?DzmfuXVb6oO|*Vkp|&vke(M!D8bfYB{VDbuu+EKTonP>FVmLgYGP#$Jn4*w1Go7RJn>CNp6{1NYh7b*()_~r0LTr+>2RvH2 zQ-}sypH@sW4BAZ1MQOA!igMDZROC^V=z;KnWk@sx6D^n458JagXkdpb58Aw~cg zF+rgw=mcPk#t$4OCmRe&MyrIM z2T43_xja&YT3$#}Zd5{~LS7AS`^ar8zwqP}{yD#T&d>e)&-rSs4aZknmtA(5FW0;~ zc!qayZGc33*qU90hNhqsy3(}LqC$?Wt94u^o%R3&4B4<5@pod&df>AUocFQwdJXZX z74G`XU7}3^n1tj(GB3uo8%HRFw)Np;zzbEE!3kqkEeJ6q>(2>R+s=gRufN{!jdmZA zLZ+%S55g8f7LP<(gh52pQpRLUsVg>cgkveBOf}}MX{Yi4c)VOwl)t!5v zp4mDahHRo1yTxqX^3V`cV)UJ`Zpj5((jGn_B*4O^YdHC>Q`p16k$8Ndh7MoH} zGUj4OqRsJV@B7(qwdwQjI?vYH?S9OwqO=ryEWgCR`J2Ca{PD+m?Btx?5YZAt8@1h! zEvo3i)BpyvmYXPtoYTB8%i^~t3`2sP4Zvyo>;#^{Pq&`H>~1c#jmnS!%bkzgbh}3- z(eZ-c>SKOWfFU*0I@bwZIl6B1>&>JrT0d6jKOHa~x%qLV5*0kp)X!T9UVkkPO;G(=MK?(fc3{j1U?$!};8sw>6i&^6+~)f;C= zq?@LGc+wel4$~~68pC?lq^l!BO-9HlrG^^{Vc;h`Y*WZ1M8=YeN~}HI>bw;W&o7II zKz3b7M{C_&{tOsdt@c#!#K#oaAS0BnZAgM}>fpph!B1rQj=;76Il5I5t!NzzNgw=8 zhld{H+m<_Flq727{ligv`Gh`(g zoI=1vy6FIOIs_7(y}mJ_MMDAuAi+SBF4dZ;3N6ZCAv|F?i6J(pw_2Tx_Dqc^s!%E2?*V5fP`8;CXlz~tuCWCjl&A^d|uC_JM+F+>X)n?gvy zNaaQqe$Uwa@$dswP8J4KO~;U54-B4}Z2Htf3JqD6+CysyEWO4I*`+rNh2jY*M0jYo z7~eoSc0xRKXP^UTC><5S+(aBN2W!v%J&X4{_M3m)L;sWF)xf8JJ~7^yzt3_f?JG7t zn@*(_RYi#^x*mCG<@o1wf4XftZ$Q{)hmE|Gn>huU{awT-Gff z42rT9bwOE>apfY^JY6Rph0bSh+qF^IBTp9sZ;G}g(3WElb0n?!Xn zR5TmEHk4?n3Il*q8)fk*nx`gd9^jDL5N-WOZg{yS$O+Gear!xJ7(6t)i_1DQET+32 zaWc~umh@KZTm>)}0-T1&z(z~EDibz*--Ezlz;oYy(|5d5*Zi+l_G z?ce_G&+rQThNr&&u0DBPY_nec;uj0+XHZe^2)YvlHK0f#<#g+uncs`Dc5V zjkN8HcB#5%ZEM8!>q2h3V-Od(EwOzMz$MJt?#*^l=cGC5jIp&cg2@8LY`Az^gwM%X z^s8$dw9)z9UR#jO$BsvAHFhCGTb3Vs5%OmWY=B3O9Pt?3MoJSK>~-tcEj|yN@vCRp zwKPER6Vun22J~r~IZgJ7C!QGZzlOGDd!2rU;O8WH%B8zUply+@vo_Ewk%!%4@_X>U1rx1TtI2ncrN%zob6@sKq)}HTY zjogDGG4UFXM7kko&B!ujn?7d~jFZ*?kwObW(uSBxXXaqY2@tcz%(IME+H^=$Q^G;? z?B`Qrw=;IlG;11w){ncJDO<57r4|Fe>Cl8zOGFitZAOrI^pC1(@`yT5a7t9PyDfjy zgybxRP4qlMb;aor2TSwg2Qy^MdDD}LTtfmtES>gT8cG|22~{i2$y2%}eIGO$!)BWJ zc{&8v1U`@SYB2x^qssxf17yk!M~w%dDjku|SX4RFakASA)RJC%%}6Li2w1vv((z(T zp+!j@HZ{X&>ktD!&1r%(F=X2Y8`4b;54*Vo7!rh@YC<+-GiW6um(r{;3)KmR7C|&m zcp9gfIz}*TS*_Suy-__9*-GQh4U1>AkoUfQPW1 zHf5bmqjDTgygNusZ8}al%q|s3nW=SS6Z=WblKr2{4AyIVx2&ragWdhJl|^l+mH#kEgDxD=JGZ zIzea+*%2B#xc++=RoG4jXCpv|H4Lzp5LVYBct`l?@sBRv?IId$6;@g zQBFf_`Bfjx46u+e0r1FT^ACWbHu!nW0;WT6SQap+p*8pX;01~w5=>&`JSJ}Uv!6Kn zkN{1#Ch^xfBtkX;Fr-P%b1GyALu9eb9d`bPPMGCIOFh7-QX6xTNf{zkTDMiqNgEO& zg)}Lbwji90+K>)FE0G8pg3(Bt7Yx6JvOZP`A;TF+bGnYKt<%XG5{qdA5#nLfkTe0d z_zKZogI#giak8aLG%VfFd$g~Bd;j$uxW2ybXVUyfzV5Q-X_wv(7r}$}6w*HodyK>h}d)EDHIq`RLK3zJKvy zvNp`3)64>T_-uXHKHc?V%jmV&t1j^(?24A_MYtb?cCmOtzIf;V|9$Q+H#?a-D{z_> zc>4RV3zOK#Y(93jb~*bSr^}X+-Db#kT|*kWU}5ZsbQnf5@2}H))(OY|WAEOdEU(IY zkMAIfL5xHsSfYr5oPed4K#WS%m=HMy8E#S;%9vDa)DCO=Wm@`XOiCi4!MWZ~etTN1TJmafdv?JFl*}<{DpWJEJ_;oG_h}^AS5W zpE~xb<@bR%?0*BBo#&2j0hj(9>GX9BB6m1{|NGznhky7704KKeNicM4o%3Ec9Lv-Z zby{FZQnV2Hcsl69^fUn|M*w(2#u010_naaRAAkx|DNg?8uYeV{vTGU4W?|6Pg@?g2 zE&z@SuQ%1y1E_pVR}y^PwAiPs6=4?ehPWU{91SL2Ljd9|uP|T~0ki;GfE1Y}pAwtN zsF1?2Q|RCMUDh5ui5Q|F7$OtLpFr2CwSbj;wri&3;LNO4M=wd80Z6U!V zXONbbL2Zt*L#w3=Y!nHvCuUo$E*>5a&;-SVCo#%w>jZ5>kuG^;ly`VpqxP3B0-#8k1(G5p#}g*eWdX4-Q*sh5 zN>@t}xC+1kX9@-%5jF@cpl`hKMjvte z0@ttm`C0evd*I^5;=e5xuih@+*7uw8{@k>~(+B3hZSi{9&9?w-9PtQPsih!{R!F5b z`^dG|SH0eQZ4i$(cmw=<5D^h6~JUcvXS_LIr;O{_7}qvLT03jKj??wsSk> z2tCUXq)koUk=_}egwO^jZ`TJ7NjS`6vT6JK)C=!DpB=i61$cxHKUy}OmJUG2h12H5 zi4(p8cC7h4+~1=2ov$BwUOucYyzs)kd-u8;JEMT9ID|Xu9a$eb@S)xZUi;u{AA0;D zmJwf0V~%=KbjXh($M4CLC;#yu|Izu@DaRUNU_7}`ARXh3&_(Ii)yfneLnR>wIV!a* zP$4hn@MTS2Y+5kwn3UPT^uUEzw}RJA4u(lRvoK1HFoxhMA`BrsSfdyi64V`pgsHR$ zsQ~bWAFW)Xav>kYiy>MHh0g*Q3Cp^8#C`!J$78gX1TEG|p;4`Zm<~fbB$JYn%xZH= zT^PJ;`P!Bm2_%e``p7XAU_*q|*>4n5YUi zdFdNfvF0TsB>CvsLLiwsKq<$hIcT!NbqHWCq$J( zi!a{*y1?pVy%{w`u4R*)IwoC09w8k*z!sQyLT`g^!B!fHsR14>JHWb_7IQDgz*aJe zFI)`041q~dgj(qfrg@}-(Hes3@XU@-gLJ>MeBsHunUQtB8hfn z1VbGFHGS;lPPrlvGN%N2Lv+JaWV580WImFS`}Z5MA5ZtCZgW z^3jK718FoxHY+}}ctl>1j9^N{3P;^-Ef0&t;%6Das>WBkx+F@<6d^D>B*5(#T|!-> z@L@<8pBMFXGO#aZDLcyW7}Pz~Ges6|rWU-*FLGDiyLa!Mci!n2-hB(~3hX=FOE10j z?6c2)$?D%(=aNe<@sBI{1Jr)`_t2q3wu!HOk{jQSeOl`n#M`hPhP7Um z2_3K=CF6u|cN1b5>5&&cb*3;B0g~ep9@yU3vg{}TK=|zUfas9ylmy!uNAlaUx0NSK6N=Y<^rqlTn_IEsff z#8(C@*BM*&q#iLftSLBOp49gs0822KSde$;n zY9vLQ5MMVWcQznhqliId2q_&2u$GG2#hQMgsQv%cCe$g4c^RTBc)l1HOz{jRM}{zA%o=L|B-~+?LKt{*NG+S9 zg2bSP$OVsL0I~pJz2$-mQvirNn9{^Z5Ud2#1;}q&ghq2m!Z-=DgblGth)B|>CmZm|W`O2Sc~1_nzjcjPIsdH`}cdvXM{CjUN`#nSm-a zxrrdbsDL_{FQy>XS<9f-C@QwvWv9|nF0IJni(gBH7f3uWu5#|7E=}aEmU%MI+|U)9 z6=*#}3xEYSvpiBB(E<>fEZ(X3!8tF4?p(We?c$vs`68oQ#t~sH`+VUo&S_v~^4s#@ z8irz#VCdrE0mQ&NAwFGr0OW?Nwg@sJR1@ylM;HWVReM=-3gMIZa7N_rp-wi}QV$wQ zS-O4%+GnkJBvmnRTNmJu3*Kf-B>c>ODE!f&H7cCMDykAIM_Gos_ z@It>DUR7XKfgM+1+x^#evpsE6=TZlhJ=o55iuO=5N(g43ww=S^NnmVk;MCIvMot6d zxT_0;=>(3~Wy(>2dJklfFu!3K?9A*Sb=o*{e9GsGjBU9rpBry^%Uk@ih98r5QhC|) z^^^CFVWOw!gC~MZAp;};KdhTeBp%`2=Nk^h2z?gLytsD_{C?w=wG57 zKWuj0vFox!3la~eWfsw5q!MxJr6{urE0ob-)m9gi1#(*ArC}(PmKMG0Y;SbX&THkSQRH!Pl)#C3R)NaKtis@qh_~oJWA7H5vw31p*k&8X-K= z)v}OfF+e5^SxZhu%O(a!sDY^uExAj)f_O#o+OSyuWvkCFes9n3c}Z{)FoWU*wl=)I zc$W|ZUo5lcL-OJwkz+&JoK|XnMPd{_MQwa#bhhZiaKst{$P`{8U?lj?qSObBx-bYM z;4;<48|4}g&!!=SN5z0KN?7GF!c#{8 z$ytch*&QYQV-UGf(}8adV~i3yMN>Il3*TaEH{~6eeR9-vj~y|*8xo;RAw`Rl zuuw=@h6f7+UQ!mLHB2f9_)8AAfNtwkx;jjcjsj=_bhSvg80sn`3ssNhgu1hV%}-Pa!HUGBD22I$$$l2_0)_;OFDcz@ zDhN3tcgw*5Al8ui@{!bSx83Hu#R@K$9g<16%mjm&;(|3>3|{~(r-sT-BvK~#9%Z_l zeD8sW4xZ9x=HnK;Z{I#2eh*x=EY^r?uz z1Z?6=fta=OvhS3|)SCsR7&Wm7dz#oaz4T%%Ap~r-_)cdzrq%s-$2Xf5a8-dbS76(n z(H^%w?b)85_NlYFooh4Vku7X*BAXO=bPd7iI@6Nd-EHJBtYMr9MtcR#vW*`s3$)ll zsY3!#p&qOw)CuF6?!#ldb>s`xd#Wwz}Z+)wO->@q%l@xtW=-@hb?3lyf z+2ylDPk9F~<0{Z`EoO0QBj>ZBAO7%%Cr_S~3!&Hu%UbE2*m!j7W4DgWFUGgP6lF0z zC+4?1Ej$ZTS!bffS7wc}JX_j)^rr<_{f%OZ4c}-?7()Y`N(F@BcSr<)SLc|431AkI z>oS;4Q3ac$-n@B*2Zq5n-I$?Hl6tx=GZw;gR7Trk)~#qpLoz6U5l`J(&p~ssbCPxL zQfF3o7%U?~5-|u{3;{5_5Ecdu9+^9>iEgebHZSCsoQJY!cTapn6$is+Yd+&GUG7jZ z%h+@Cs;ftkL3uNLF%X>3>ZZTmLqwT zIv&FU3=6^REZc2*1HW?XFOBSjZ{5wl}QH+=Qcaukxh0BDixnjK~X!00NGp%_C`?dIwYM_>S2 zG%SaK7cerUZ6ai6%4CWFBt>GB3SO;P(0C)hWCH%_}JhNgDi3BAs3;CRw z_bG}{TT8_+7%)7Ng6D`Xo4SPrubUmM7_@dSp|T^$Y#NI1y*I_IrDfC*#S$5gNPxM% z@~SHrH*W5Q*F5x^ho5{{c+!+w0Z`#lS1Y_)Kh^1!z^g5At4LRcwN$tha6!5h_|VDW z)0e+~MCv6ENB<)5zOBvp(Z%AdY0yjl?%liH7yMv`8usm5^(ilrpz7axw$3qQ{mX&` z39m({6&!H!OVsHW`&Ze;(NYW2_EA1h-z9ra!hI_({*J!^O=cOHe!BS!ETLnlw3 zeDTE>Rml;jD;SEph!!IJ$m1VbzW@3`=+t2{&LE_2d1)CZap3c)D-vA{4BbKGkmMvz z%a{UV6VpVHV^|nn64j;!hE%(kQgU5wlLEknATi?y(FZ0KNQ4&v7u54Yg4ZG{`GSNg z@yrU63z8He3spBFfe|fTl1x<%7IYIP(IR#GPu+jv*{OgW;Uo4(!FiDaiHBN3d6ks- zF~S}J$AbyRP}cC42eMFo7VQyf&Cn&O6tqINakMRCjM%C`#jN1?qScK^FpThp5dh;B zB>RkOQOiSHwB!I_R45Ws#A6KQj=Ti5g9)R{CU6-1STKgj!Psw>bpd4E>wzNplXQz~ zw_dsTPs}U+*DJiDcu4?*PsIeWlR=J9L1Ic-sF39ta)3*r7N%+oqtcO#BPGSz{Im#R z7(q$0kR$x)VqmmPp%~#IUAnV)Vp72vqQbr*VX%qvGV4umx|ZQeFJzI0+X6j zD}r`}Au0)KS>~EwEz6v8L6}^Z@p2*81rtV$A&OiCqfRo^F}l5W(t?46&yJx|04P}= zg%lqK50+wP(<0%EVga*L@Gy8Z&(E~r0SqCET$2-KM9aR*$h$wW^arW-FW&gb8)2xJ zuel7HKR#NmNSbAL8K(qciwdJkh!<^b>Vr5Q*K1_BZT1*D}%ch~4fC5Iq6asx&;N|$sa(kUffA|Z%` zq;&Y-@424$d$sL4-*e7=pZjxYA-(Lkzfj8*=ZYP%prXzS>K5CvEHwr;s`JDmI}rT` zx)`@tvZOA>!9vP}SB#=# z4|l3`ez-%gZhqX&>0Gb;sFx&BDwr==n@SB;_!x}?2pf!SM!tI@FvHql;v-u;K=&k3 zch{gSwNK*u$20*wq`!BCkhII=E(uH$NbF)kGZSRNJTvr`GRaW|S z*RQc}*dPx&Y3e`MJUhBHc3k}t*Gc`edT{9dJE&WN%VDJSt<_-+U%Lf=;^~*gPk#-lUwYy-tpvUQzUftGl_SwqUNGuDyA+1auU+T;MKW^Z@( zPVJV<(@KZyIf5md8RmiG|_`Jx$=Eb1l@%axo*LaUDzfmtdmOb=${?KmQtx>!n-{936<&{7n1CrG^W>`1= zhS&8?J^$rpx%#7Q+5q8GSrVJ;a@%yoRh_1GnX;gUtX;5GDH{%S?^A@*j!wt~8(5*H zO~04ZT>mT2E06TW(T35{a3y^TzLOMjcnq>lxq*v9P?h9|r`C=SER~FH>lsRr8v8L1 z-g*!pRFRyw9ih_A8Q*3i@k%sw-FRB(@F)E<`7|+6&{sVi$D(PIewHLu3@=)3FB2#S zZBtI4+ER6nT!32*eS=EeuMy7w%Kq`S`~&(gW<9X%HNSC*aoqu|XR5mqB!Cr$_;byS zJxo}E=Qd1ng#570q{_w2^a^}m$a|nPt;aPYBxfc`3muZopXJ?1O_OBIYyKi20mM$! zm6KPl6pEXjqX)!1MfOp~(8TH_5z5gPjN5EIPh<$Ybi)fZu1a;BPS6S;KHj`%-dq@Ich8b4oaavmURux074c{-ZwHAHp*dnie5>zaLjg1|3~(*sF`C_hnwYBdg~>Ba43yvQ7Dh=T`a@WhKYgPfw&Xl*z9r)l+b zZwj-z_kTw)kS9KcFoP0*xx+w^LWQ`aD_+@}nQ&W}1k_H+E*q*s^-A?EXok1E)~i*V zErTB6*2lu;O40UF6tOa-rv`u_P0Zn{c%ExrIP)(m>6+7rapakf$4wynptq^w{18kw z1uH^s`d7C4j^N9#*+Te`6|6zR#2!{^lE6mkHUe)mF}a1bK@ppU9_=KitXQ&#_o|n- z_pi@K8zREO?S?J?-fc}cvVFH&2|fIL*m2PL+JAZZmZxE_bNQg*+M(@F(=zP#8;f{T z{Oip>Y-ex7?7N$vimZ4g-PG}q-MwjavyT7B^}TXccP`~);bltN*V6c}r2!5dg70Gd zM$Z1$T7C~z{`7FB_x-ZLSzF*Q-)m}X{SbXTAA=CLi&gAh>%DiflbeO<>?4IH+d~^r z){MIllJFR**MLC^FeU;Z#_wZF1ZBjPA2>=$?<-X&- zYW2A257*Iu7%=Q&G{F4u$s_0Xg*7_zywuIIL#eZy_<#4jPu=}C7nL?)urD@HKrV3} zpEok35S3A|5TMP2?}2L|q=(OTiD^{qg~te&H2RgurWMSbYJAbL86wgJGw?-x#+W3! z*3Ipoq6pc1ewCJ>Ar-$QIV9S>tQr8I$3pQ==EYv3b_|-eO}N9}t#cdd%+#cH+O;T-$6)_-+6X@c00&X?+6Q$S~=@QAWMVhiXH4g8nyF8s6LELu5Mu38zmvw8V z)n*Ns6;~%Wg?YP{Q26;HkTsT~D6fN1$lo$ib%f=S+2VX-Wf0Xky|@T^Eq2?MG#>%& zf?ww8ufV<*#n7=US!1}wO(f7c`87Xu+O6OJZhOpo+qBrOIdT8NVfCsjM@pL3ithwg zA*Py|bDQ{aD(&?O#fQ)z*DJ&wF_Eh_gK;ZC|L#uk?1LJ1bh=BeNCAPP9Wc;g%XH7C z9^mJvkvM}n6983Wnc|`qoxUPzu+MLx?HgE~+_)j7(tIhMp3bQP=Q#1R)#A@XKl_v1 zhl=q5Ep%4dT8o|cmDQbBlOiIF)l2`%J73<@Y8Wb<8W2sGa~D5O-}9-}j7Yw-hXq|4p#eLB`FPXBS!6oT3Qb^CuUwLK6#>KmO<*<`JcVH7rD#1N8iNOr zE#SfY&Ljbt%R+bdXdY)lj0XU0=t;m*8y)k3?2nri|FjPVX$&p4RKz;aHV*S0d;jUD zuE=ra5@cS!9W%&yb6nqaltdJW`tLM8VO#S1&nXduL#*^JZd-hAqdM{RZhAufs$Wr4 z`Ss;F7uzQR)5fAAo(fXzekQ2f;cvhpDXSXF;gvbikXLtTVy!M>ah(I=JO&==a& zEVLi^4HyX~M>;p6Fea>oWXPYOFRH|}27_uS_vEun97y0Nd4*dAl zSG+`AL2(eAqE?%(6;4WS@Pagv1QLz#s8oFxCR(IG8!s@!36R*(n@n#0drTCbsSap& z^iQji|1z%d1Il>mUS@EE&GxsePWecXG2z(|al7^*?bU~)mfl?dgVwuOAN{MI952vz z$ei0u`GoNPj3C)>j{fqd&fd~-@$E<;mXhp=#biDIeYGV)Ra1(~BN4#GAc3g4c6^p_ z^{4F5uRVuce>F!*>wUHq8ED1L;rM~TvzcYkeN16N>Qou~^>dPee*FYcv7!7al>8mC7RrEg zL|DMi4=unTWGBQc0ho4DD;VI2!HKThHkCh_5!(I&hpgkw#4Xl<89rKC!`D$WT_>6J z`(%pb0VtOohj3~@o0Via$)ql+Gou{h@@^@VyfO!(rJi^(d zr^YXVsD$)=Z0evt*I5@Km-3ibk~&|Ee}8`Z;VjTv=>atBPNJ?Cu`a+0NLD)0#)`UD zF30;vag!Q2V_@$WwG*LprNRLcZ+_6(;&dcBlS7oddHmIU7wMtih~xsEk}R&*QcV^_ z9NqBfkIC9NomVCN)!Kv|0RQreM4G^H4>2(f0_{Gu~Y92VGJZ|0niG$8M2`nx^* zB4>2NX^|9AqB9rsolG$d)ZR1Gfk*;G(-D+z2k5kmE^m}-t*m6QgM9&D|WbT+@g5Le3oGOU1;_E8=Q7OtE{ z;c{sFfqTW~*On`=hjTQ8C5VFal`&OSc{&4cWa6;4t}G#mugL~_ZH?(v544DaqaA9r z!XA!*DByY$Jh)744?~Fb8{H@!Xge8I;62YFx@sm%N7)pQMAxIpR<+z{2ve|sVu)3` zJ1=iNKYqI~MXOl@9=v-^l$8o>U#O@G&sRXs;3$@^V}JL;RP_@c)LdO5YXs#}4I^nD z5c|BKyCc*qgqK%s(pk9y%DX>9WQB}9LYvMOe>@B__rIz$YkYt5Us&s<*t@@_dnKZ~ zQ!0)mEp6w#HJ$%%<9yqD$L5`z`6W_>Eoo>;pv@-LsDnx2&{RgR01ls*tbZAgtIR*2 z?=L1w+JZ+u*Fw6Xr81N=$o9eB6j}VhCqPW9-n%K28U4UXf<{>`7Cch%O z3hcq{+GO#w?72p%X=8YvlwG9)v<^mSK#FdrDq2)L6x^`>^hKf22yQ%4DKNEp{o$5+ zqk1fu>*K1#N!G~4YJUlh#eRaXp{{+I7H+SvtBLl^#N{17>3j^!o;A&bVuXs)Q34pb zO$b;8;Msl*1 zn7YUYIE?_i3ZdZWqbLUL!D;Mc8hl_gA?35S^B@q{T;#?MH#If2kCls?|41VmOt&cT z@^fa@Rq69pbe6mBPWSd3Pv3LNwCbwy)oazJ>DBgkf2@zo#|XAuEKW1;Ybq&wr<_gBc0znQVh*MP6D#xrZan{94~be2 z5C|`vxdi(3eAa7ISYor!(}tmGbS96e!YfJa`6-v??d5M9mfj%|_QS_WM=3z@vzoz3 z_FbMHqivJD?+>bcY;1lWt@j!T4z!k>okz73T)&$a&zlIvjw$NvEtG$LF&Xi|zh_Do zez!1wbIP9QPH@~K#er@;@13$>lITZTowMs8?bfS!5eXwNqUkg7CTI_}B|k6IE-{g* z;CB9LKKoL2xc?Sh3c!F#h3XogWTN!kN)} zTrSbXV^x`MN&!7%9sGXgSIb(d1B0%H-tC(NOJTKIKTKYD?fl(yLULSkFta{ECPOT)<-n}pYiRIj#D5|R zR1hk1-OGIc?at89C&x9Px|NM25CfLwo?(n0H<~}M3cL+{+f5GyRLLVK3LuxRvT+MQ z02|aid<*uB30K*$`CWu0uw|7#ay1TlFBe?oQ-Z?LAfg@Dp3*=GC z5RVPFAa%+G?$yS8$K@}jAGco#EU%ss1Z^$U55BZ+7u=|16{ag2dt|`}-FQ0e)CwJ` zcF6aM#2tkRHBd;5V^IQj3VtfP1}{2@)qH~&4~ytGd6ffEoi9x>Gpe!b z62!wCHDIR3A~`}#A(bOh7K5^IIvhk$bE07PV2Kb`L>ThB_V9eu&~SxfbQdR=3p_(eh;EztfmvJ|PQxO0&VTL23!tE; z8D*9}AHLme_`R~L+jAhTk@GG zDq5hw6|oCf3hFeZ;UvP-d0k1{Q;9{H?3`O{rHFUJV$mEq8tBCYJBC_ESi zBmpD~_fX?**l66~0!UC$#{>F{xAaD+*r*B6#2d$xO3dCW08Sp>IjsN<6i#AQ`@U4Y zlg6L-{C_Nl-uK?@VOdlqxpAoQfj{l!*w(A7}=Y?>us=T}snE*)N1fkK5;)GDy+ z0im);G-3&e7olmbhglb3mvVTsOKA=h0=wSnPR;^#ZMkWQ=t5>r9`Fx}-zeWQil5@|=LXKg#AjbhWtFNiNf-5q$ZHocI-S z&oY?kN9um7qNF7cRH~iu0a0Rs6o46QHKl^*dRg@7HC4j%Qj!mgyKvY%25R=07kXhC z*{obMFuh z&E1E==A;L%EkAVPozGSVO$|B7q_)k=9;RZ?+UUiB>0G?xPOb9Kdsz5~#7UKWQkQF2 zxsDWfb-8X-p{!Ij3s9Y-ug*?H9k%{0oKlK=&)}4dTnX1K=C@6Uz6KYo&n=w{qOeO1 zv;USF|Hc2{ADVe&E(SN{-R298wprl0S%5m*rN>__&xz8&;S!xN`dx(W9QpdU zH}78J6Fq3yGhV|JH~`?h`Qu%u-OUo27&hcL8((}`MEbO{)24U3Ou z!t%&-=Ug;bcf59vq_x1ih4MK?4Gb}8gSKt}Qi@L9H3!`^(^??%Sj5|MT-zwHO)A|E zsmN{vHckMzBvbjUnlP6&zhAKP61{0I0>KB6+7K4M+ZaFiTQ`t1}yUKj5%Ul|Puu3x}qJa=GlU)rM8yo*Kp(9*}e(x}UH5 z6@Nb+igWa{dRR+VZD)4Sg}DTFb(umVd|>uq5-LeGUZM$^cql5?HtyZE7Cl=q1zkrA z=8@4AJ@3$uk6sUJr8nEWDD5-$Knb+%+V(`IjQ~BZXd4)CbfXM~#&;}808yvt5DwTZ zrPlhsdw4|N{5jtIn+<(2sHK?IL_jx9)rSY4={OcBQuxf?qfcCc0&g;W-VPU$%-LFn zA?u9!)KuUy)Ke<8H6%r%mcrPny-q!meAVvQ-SQC_HouECx_xh)B!@P3Xz8gNq5RTiM z#eq&`?Q&gfc-XI#gpDH5C!LzfbO+2G@t~5-(rRd7(VMC$MF;>GOhgnxK&Djm?Gg0n zW&n=kp7Y)uu-7pGY;O!ja>4kHAh8@GdW?$qemE|~!~>kXi&lbDrNW09V}vQ_SNH~$ z6uZ`8lPYrpTge|CXS9$dx#DUTYj{q@3_y+*uI;VWiu;cDH@9QUBz!GhC4-DFJ06`f zrk>f|nLpJ4R^_1un{U5yJY1UCHDAOc+ zNFK^7Ve%x_f#JDIBr^r6&I>#>)R-Bv`UDB5`qTIH{(`bO;6C;7kBe@C&fAYim^@ZG z8CgLcS{ps2@c@W1Kw~69%Mc34u*0Da+piOS+LlqK&5Z@_M67~`nZt6e- zyctqRN+QT?Pe-`W+PE2(F0Tw(Lj=NO!45&mC}i8&FKQB^0Zt--E+P)v)2phBa=_)V z00H2eh)O<1#-qlKol~9jV~fop0VW@axyg!ArA4HX`N$7d8{UD^_~8GZx3XoG9}47! zC7TGleT;1ghS&wdWGXs)o{iX`vVdpTMLZVxXm42R1oYZcoLq2?xt$XcHDv&SS&=jy-r z_gC9xdX(u1HSV@iY?#fhg>-hThO9zjzQ*a@*nt7SvxJEO!e*>HVu3t zJUA6~rMBFI@0h;faP2f}Qrl!&>Z)<>X&oo0F>N&~y~ykn(`&Wpr#H^*{6p51iOp1e z<-t|6sW?vH!`rd|(oc%swn`0MnPWU+|N ztf14e!4Co7z2w!&*rIenc(w$&xIqJd6jdccC;0nWC)I~Ia@B_-ptrBtt z#J6G!?|qyf21m=N;*Dz6eD7wvqTr^@J?1th;RnddL3;{dMjQQ#9yv-z2@7P=Aih|ke~I&4x#gxO24Erdv<{nxsn}r#jL-ymlKj5TYqV= z^SWyKF&*O(MJVBMP|SSoOMVGqO99r&dsQf!N54pBlih9H>>9!z0Rc$$-P~U6c zFmY3T2>i8!`ggk_d}bWvJ@?+SRr70jx1hKex$gRLy0LIkJi&-Z`kVxjAip&e3ELa( z+O?LoD6#yattvCUve=KG2J9e2UDh2%YR}A z$nM1$$LN_L+DK*TsYM~ga#7$C7s;OjJW(nn*gcRG`Z7!(*93!1t<6kkyaAoeHHH6a z!F24E(~?%x4S9AuOAAxtw`T9+TxK{(i~WAUJTVxk(^he?;Xs3`ph4}?1YIwDxIddO zNwa#Yru0y$4M^7d5(Od3eT%&e)BV=ZfiUKryuNNTDU%D=7r4O_Vnl|$<(k9$$iCV68GEKzqjigAh#4#KQ*~0o8EwbRgWJ>CCJ9 zY3NG$e53D3gOF#eF7@Nn0x(s&uQ0XxEi&AhFzhn(y?e(mefE>$vO#21WazN$ht>=PeoY3op3=E5Uo?4<$CjR4+o zH3+xNMXz|cajsljwjg~Iy{EX3(OslaQ#9#?6n!e9prcMn&A%cBl+An%1uGHvd~!CT zkn(QbtNMJ+7*aoek`+kudK^oHtR>%PJS6oB+4+j<4xLHF)DH-T0lSh6gVfr=CQFdZ z-LO2Sgrh`~c71sZkj8&W< z$=j#xD=wJ-F-Nd5wQ|zhduQ}JmepqHcK@a+H&ox7ld($nm952L5fL;LzOa;w;^V#q zTRA|CY}*Z4e+YcS($7k%i6UqvL|t6toPX0hW2?BxJk*P*OcyedT!oAE)?cC@0~GoQ z;{i@@sdlWM zC9#g1+yM{~*^9_HeE%xDhm%%fLxGqf!%VLCGn_Pm1!~o`wv+fIh2F{oph);UT;_<- z=o&3&z&d)A-U!!Q=zgH5Bf;Ob$>Z4T;@t=V{sNwi^RKqH7g*ke&qvG)>hO&qxQ)k6 z07NI_2zkebu9w{5-`BUoMV5GI{kZr0j9$;B#CDxMiWVY}`dK=Zkw4N=dc;bu-wn?c zG*4g&u4C!eopf`wRk64=31+QkG4uSIlh@9FqoTS3MHjNl z3b$_<%|gbJFw)ewB9_(9a^1}%{ilqV+lDePh$j9+a92=%s87(snd5U8KbyDt(R?n2 z6F>bL+dev{%g)ANTvlrkw2dRkn68;4Y`AEO$;R#u^6)C3YRa~cGjFbdV45O-FOB>i zU8(s>kfvw6akL@zr80NTpL>6-t;!#`beQnau~{r!?6>QL@avly0|kWqkJi|ofayeC zh}Bcw9Ev#d&rB?pdZkI?%wp0zz%JbvRIg`@^VofxUfwbI#?cSPZ8v_{{d*W=fmjb8 zkHO+j^C@kx0j7bQ3y)!zzAN5Hz`ah04F=0XJCtN;fwyA{CG3PKm5twg6#|L*oou4` zJEF*$pd_J49uo>u?m&+i6GUX;q#0$gxN&wx9+16MHOClSgPyqTdcryxG0~Cv8-HAu zug~&fY${1T5gjs5c8UmXB?`h%P&>X`S@rvdP;~Uq?C+h)_OjL9* zi|n38THf?j$2Q0930J9xiz&&5KJ8{%k7Y$0lYy)zbwajtNKC{b#f8QP89mz?ARfbf zQ6v|BUxJ!|Njfa8taOl$=@n>85WvpvA>11rZM?}8wOBYcf*N*e?asR`h70qTc8c#u}H0mje5wn*$txuykK!y#}EK4PuSjF_j}c!Kzr zG!3w$^m8Do3ZKL-KvVkSZ-2adpsCk=?{?7HXG``8cy#ZZd9-7sZm|ah&h>NpcxoEQ^F($eWm~{<6CP2gJVYN|r95xoBLSRNI5q+7AsJHe zhDXS#TREe)cylh7RJt<_b(K^GoaK$6lRXD?|uRQUDOPxRXXJuOAdxUjIf=SdA|Q&H4WG$qet}qS0p>Bop6dNskKP z8~qhgE)Om3g04F(HsH5>6O^h;DyT9WYOM0c&a6k0ZtKUta@ZvJIaCo#Wxr2lx$Q%& z08qRnOA{|;U|MDq3?x#R6RYl!<824V!4%9i;!p@0H8-&m>KJ}4Wy~vrj;@Bcu~I34=E6!wS!Cz=(TPe|wPfP} z<2)f7MWJ>3d_N&I4kyspXADaXTAa~W>#t2I{o7==S8osxYJ+;|zq$iA{vtdBoUDxf z3iH2T-Mzm_GV?GH!(O2k1F`(Rv$cBmgz2tx*UshKpSbk`ZaSZho=i9Wc~S2vF1?=g zd+7#2;ggLqnJFWQmtm}20$XLL%0*Q7z-3@w-r{i#VL+eI%IfMHPJe7mXK41eKgH1E z>OZDa&J(`=j?=TeY-UWy*_`R!`^V;p#j_=TggqUP25)D$OdM@IRGv^521;AS?j&R& zGu{GFlR{N;A*v+u_Deh5;w=S~*KvV693dZ9O$fLg3MtECvjBpuxd95h5p}Ql0(lR0 zf(3Ac^H5##QLu)tvDYB;6IQ)uspWkfJ+U!`^KLI~>N(lnOpbW_$6V8!ldtY)rZwN6 z)M_5wPaXI(bvn$Y|L~^kc8JjxCDv3eMUlqV5mtK*joI(fAR_zpP_4;d^6Q^-v+bd` ztHkQj;A+7m{l^iw$}$xsPMIvdr{Pp3c%*W*CS_=6OcJik&hFG0p7l{+QQ`<-c>DLaHjLV!i>eX5nQ3Ry(AI-7 z>;RC(mxhKZBgy?zv`=`n(ty+%i8fs?^K-Wrr}PxfJ&yZKV<2o1Kt~_N5rwl!ZkXM0 zK~)V(+8p1QN%sL71_y4(VT5?Gx&r4$WyW^L#rFrA(lv*}?=^!icJxvYef5GDm3Y2Q z&28aTyS1TIRKrn%c4Trxgspxr{(k@GckuhUQs?>peBmp1D#~g!xEnE9H$kYBv@z$0 zDp4>(K%?+HkdZU?3_me{2OOEyk&dxI(;pilP8(*(P7&X>m+L;tn}fIpzN1Y?zQaiGjB|MNJAffjpCCqFM!a!Eri;^(og`l z3y1;?g~}60C*iV$4AMqB5%&rz3Xu}MCieQlK~?csbV}hEaAZGtZ}$`owdVB}HlC*O z>)6aMteY0=Wh8OO5$-Ua^Couk_UGw&Srw0UV4&cfi$} zb&`^zC@F$bSo_!2&65syk^vY#4vRNiG0cbseKfj(v(d=eFUyS&^`L+u%um{XkE>)2 zmhpK5X1_`Oosk=9&K-Gdp;3V-he{CD(B$&*UnSavQ2W?l;ps9LEQNMcPW9+X@`{uH zG!VMkaUNrA_i&RLzYXFp)-)|m->_1`C`4IB$VgA(;+m?Sl98}H9H`KLh&~hHaFIm%0ab$UUP3ysXyjyI#BF~9% zn@sE_jCe1;hixfr<`Kjr8g`st@m^<@MpLXe9`oqwm_MfS-NY)VFKE+Juy^bqWdHMh z-t}I@p~i_FP|y3~6ot#&Tnv5QSmkS6DlU&a!i^t4NN0Ss>D8DZ2jH#nUu3gdT<_AG zKtbB#(x}A67|1mwQp2A@%_qgWvqd|$Pv%pkFS{TAz;bm0TYKYQ`z?u)O7=;1Gb*`v z->a?u_~IW@G*`w>Vd2r;cv`}6Ea4nZz{aGZ%wmP*n*HaqfNbJ%D9Jac<{!0u>z^*4 zjV;lC4})&8H}1O(Td^ttSjf3)c?@X^kjh7j={aHE<>7!_32IQm ze>=g7ll|wjceH3mw}M4l9rT7)iGq%6+e~8w8SQ!a zs&UN;%{aC__&J-eC0Z03p}rnnf*I;I`NP_s)UYVP28UaC3G9=aTOhEZ7?H%UW;pxP zP2?~~5{Z4ig>f>Qa1coU?7-`Cr?>O(5x*bZO~#${DS_o(n4$unmNOhlO%pG3$0UGF zrvMcx_K!+Y%U9vSziO4Fj_uWxmlR2=Dy*REob(X46p4t%Eb}jB(;|!w@3tsOxz$O< zfgdO6`L8HO-Au@pOE)j!k17KLGVhL$NfoD9&?(l((D4K*fOJIpjDQ=+?xzocI?D{Lz z#Yr&Bjw?#bLin@OSv>h)&zJ55Q2`jLqa*je)DJG9gPcTX)!TJwx z<&ZzNe2te2)E~tJKl7I$@ubMolr%xhKTP5BhPuTK@NkA7dDTbfkERYt)kW29TiYa;f8ZU(s0i9_-ftO5YRD&MJH(L>=PVWiATQfRaHSoDD_?kUFVQ^U zFEZ#TdQFwMDgc4OQXj52PBkpV;F8+ZYR}hIyNOvds2|PjBx-pP8=EveXv0Q?f0vZJ zB$cto=+8fuK=20|e7=x746(4GpDI7aCJP;`_#SRNFJVg7Sa}`be{FjA=`D8?N9}h7 zPDB9~beqzG2##mUxu3KeVd6)aD+_VEYG%YJSNN3$L)F&V* zQcDT^;+N}U0GHdI0_$KWSa!IcWUPHG83#25RHB|!6wulxppi)K2TqqQvVQT(m!Lgw zar7^AgD-x6ue?c+`!#bs)Ph}Ip6j9yXD=+-M7DmdXz4|W9e43yMw62r8IgW-@Lr4x zEkEd(HXy{wZm<{x$2N)$>2~VRRw)e0C@Qt(g5_CIvx60;>YZDv(#VxMHBzE*qPBqX7j@5ql)7| zu^zq5OzYzDOq$w7{0YPEW;|>}swu1e2c-nf4A;8{)BA+O9{GByb){``HGv~zzlM{8C#Qff z6$5JalaHjjSbPDund%lT91O-u&FMrXf@Agg6FjtZ6F_P;0I!0~6wrV{uAc{P9s_|k zG(b0#&K3jRj17qaJFn)1a6gPOB&0Ax2^N;@@V?8^x6JjO`mXbM#78&)Dq&u@*7~+nE=z zYX6|YC-Pf^G?3*oeAO;fEl1cfyab zrp@F1y?a&nnUkiW_cPD$0x`@?-t(pUA}fOBY^R ztLqi_Las5!2l;2j@Dx*{#bn~T0T=banX7PT3sG-e@ z;MA|si~K2yli8iIMsVSie~16>4?BPw`Be7-UwBH@2Ip?^M`V?XHfnSm(h;y3vVl^S z)Q|4nm{NV-JljSH=Kux}tZOAYKdV0PNF6pg#u&lI%L}M_o|u}7B!LIdWNba7MsLTJ zn?R&&q4QHONc3h55*nGr0J{u3CK^L~4cl>xPJE8wOD0!*^!L^qH(V^2hzoj@|x4*W~=3g=gZ2NuvMA&hLx<-M@KzcQ(IF z*cHP;0Rf15fMM-j(5tNxtvunr>h{tsJ81v5Ib87>T=&5MQ1nfKcZLZcBT4HM5TY$3 zKh&zmJ%P;LY?;*x$CCKi#D`e<3DY#q$9~2vcmq13ubvi+A0DuG1Idmia z)le}TYy1cW2*Oa=ta;kzd<|`YqOieWQDs8%vjFnIJ@M6d!+n1&12&$02p%Q@SOE0W zQ)r!E@Y`^&Yj4fw{~}>QyGsnr)wt!9=CkXO$ycG!yVm0^D_z$PQhi+SYq>JD5&)a& z)2UUd{8l!kV^ziG_D*>~s7jSW(eo0)N--=WZGUvfJ@7ngqD)ij3rc60HXVTBQ$WTG z^p&XzC=NS?^Glc?IF~p!S)7RWoTfuM;iJwwi6d2*o^*aR75$hjhzWcQ-~p*jPLJgp z=!6T2Y2JAK>pul@T%K?PQn&IOt;Rl`b~mx(jBqJ&3CbQMWcJkpoY+~~p~SCB5n z&?OnEButV*UZX~*&`r2l_N*Ett2X;F&cTO@An@eHwj+#o(vBg4#hay&Jsi8U!s)WD zkM62?+*$>0TLMX}P=FIqT}T-`t5AUv^JvVTGnc)zC{(;1^8mz3H&+_8{kqe0c1hpu z2*uR;dm(91Z@GSo(G45?{lclF#z%2K%d9mmZfGP_iNcDilTQ!=;aye+7Lt@z$SYoy0TdzdX5nUw9UIQKpFSAf?D}T0IjW>Om1Fqi8YH~ zUH5hz9jq6H_U%wH8#O=wgAL;QAt%9rJtvJI4L;6)Df!I7!_fOf4(q}-KpxXW_Cygo zA2M3O7~al{h2(Ah8Cre>w%k>lA3b4xZ;tEwurRT3W6jw9&DlkDAaPoDO7#Cr8>@z2 zcJ+O~zm2r%^=5p)Ts#w*T^ubMiKZ_SsL?^@is?nz&7bJ^vYy zg0KQ5>cQL40FXzi0p$v)z*;WW8b$`-?IRq4T>5R!?9o9FbGkq;MyISl5R+Qzr3{HL z7aanN+INj}vch+&ZZ3av^rXe-LO|w^8EN?}x&1b@uqk$<<$Wf7gkZ~CXCfSK?F144 zk@7QFbfSSsHwn6N%*gjh`dn43PJnLE1_60ZXsH*0;1Om*5wj(BMT~Z&77j&n!DX!? z=Zj?@v4Kc$y!`Khdy1IF;f^{?Ghir#HKYufTQk@6w3_$hWuUMtcAbl=rzN>qyE_dE z?AyEDv6K+t65dY-?uzp2@yU-A$Rh;$w3SmrhwI|^1?33qu61$Y^03P(okvie-; z4)bR(#71M3dLC;qS6^i%M8ZDYN|LSJAZ?W#pGkYtKpz^zDvvx4(C(%!H%_1V<(Wvf zzP@7(Kl*h1pBa*mn>3MAIVP#U(wI{gl&Gkx+qy3p{aYBhU8D`G9TQ5Avpo5w`gX{Q zu-_(4)ckleR9f)gttVh*hK}G{-N(xEeUfN1l!GPo5rME3g>wQQuvFDfPx-5c>$U`M z4{IMGK94ONXB+Q3POwg_&sz z4iWglAaTaB^2QtIlhNpHzQC9JTKEu0-N_w(YPGkS#!VoujnX%~i2d~nJh?3$h@#(w zpzjY`PV1p(1;i*N=Ter|Qy%-0!iJQ5>inVU@1sx3=>$m9XGG24|MSm8ji|JjcWM4# znwHP|PU$`1-q>8ElN4@!5aT0r(|s?~j^}y2uBS_t;{v8x3=1PooxE#be|~aoNFw`m z8uD%Z<1$V~><;d4zz*H|i#PJn0|c0$*G1GCcQvC}A&!1t;4SeK-If`*9vVg%E&!6N zOETQ%z5zUXrTw9OUQg(^aD!-87D0jJlhb7-@Z3sy<`D&=@C(^bF zsn5$!?eu(KvhtTX+qt!@w^{hbA)-npJl0u7Xb%h|RX(wAcRn3|DDpk{nDhi1$}qvf z1s!2ix}pGcFPfMq=sna1A5WC-Y^_F8C>oOmrROx<8W8a6x}KyIWDBzDx(Q9n?wTkR z$Y+nQtEod1VSMnipNq)h$s<_)C6%rSclEAf57x?@$5c(NF8~9hwbhtnSzVS{4V{^# zZdwWd-6u%jv?ETfYhB*XG3R*ycshPFR3c?v{O-4d(g<+m6F7m8lsa!giwnfQoxpbd zZHgMgltBBY7;VpNldoNaZg|wllcmy8x^14NB!?&%MmZn{mtOTe9VBBd`jvy1XK$<; z1y^*2M&Z^T<(^&ebf#H&Z*tRYz67wt9Ea_`ee(>u`TqLTKgF29grkg3fBTo#^>9RT zR8^|XY;d<@4#nm^5O#Pi-zvWyEGrG}PFKL9 z0Ht)?uflnhU{(%!p#V>8*l3~bvB%X7|Ha@Q-*r7oD)9EFsN|cqVBJvh7j*+QW`N6ok`T9gEe#$?S29Sj2uPQ(B4P9I!E^6 zeOE{zBq~``Ch**&+-XTSv8Jy)J~sDv6roeRZLyUQwYl{@oWl zdKb6R=fm*1x;2v!<;nEpcX#j2&B;k!B+cUr*@bnY9IsQM^H#~vJmbWEDQ*_9WL8eQxK>!_)*63t%Njtpo#=)e-;?8cdf^t~|nYPtyJj#mT(h z`qJ<)hZ(IWnVemQ}>CGqAv@#!97{-GBQykZcw zE;C+?X7Y)lz+4d7Q(iFhm@gA*p7W5tZH;~>v_(of{~g&E(G1E=(P zP(z=mNv7^@b8|4jO@I;E4S)2@s1R5@xUtO0R1Nwd&Ov{dikt_KFUXwBAQCwRJPNXS zz{IyFkpy0RJwE7diwTS=KBUAl1)BiyC%2CmAnw$@9RAl@v3U)M21=C+cCK5A1>gMs zi2{=SSRdbzl@Hr+khHrh(|Ve5Z1MX=~=q&&!?wcDat^w9~$&YkvM6K#i8V{MQ~8uF-^8J10}ZbCk3;+4vRqosn` z#LtIJk;JVr@zj+FCmT#H`_<&9s!eR^V=D-tZ4Pg3lT?yd^vRNH0}V|XW;Ni-!3@sS zlOzkZxZrt9CmtM>@Ds32up_DG##hOAnW&jR_eJSQ*R`E0{`ndH>1WpU*n=t!u_%N# zAGoN=0#emdu+3%RA|Ud8H0;2pHQ+?xuD5mT@oZJ^^3QmlGWI=!REkMDE;SxBH?{ap zO~2=aQQk)}Rm-JTj3ObOm*BqofQo;im>CrjW3(b1NnN*K)kY7>pq=$aAqD}hNTq&V zU@)tP5EVIl;&wJcf z>eCe^)2A$ihruo_ZZ|PXGLA^#_#MgsfjoPVEPRf^%8`fP_b&afrl54*AMk-E1K+WC zTlq-uE-cwP5a8s9=JC|8C(nNbYdqHZ?~YORnN|5_DR)Rz+i$j_0|5Um^a@sFRJ%?vyZ^|&WwP7^-Xv-mWd6p&aT2!xYaq`=jth5SsUQgVJR=lp8Q zp;g3k%>B8(#1(BX>%38MJswbbYP}hz#IDIw?J-~c{SUwG!8wJw_i|VuPh0#xbJfGb ztD)PS26gpDF)OvNjTTPz=WAQex6w@lvM-uA$}H!+7zm$Hls;c`aCU8bXei;4=df4$ zkH)?(CY@=f&i=WcNU0=$lHRf8QZ0E!8w8>z{F-$F+&O$O+i`uyS;D%>Z1|oo>a=z^ zmG_378bxVQv2lZbA>5oFc`WqxJd7BmLOlSv0i{XR*h8RT;`}}k#Tf5*LS_7wG!;FD zW6>&$Cgw+g6#;pD&piXW2*dvs68?3p`$+N2d$((ErR&+pgTwdOukW8Gsr{Nw6U+T~ z1i#B2bhF~n9(xjxnYzWDjc6gHdDpTF)!u?#3VtL4Cm7P#29S^bR;@jG)@8;nLv~M+ z|G_wr1{T%=(YhHme#s6^kOM~qg%l$f0a zuMbjUC&j9ZEZp(tNv&9zvo94=W&QFX?BCCgMRCiJPoMKz-f-j>qFUdC3uS2Nbv+sX zqnWV(^k>v&npI#yyEd*k)tz~}Wx?2@+=!nnga>yNS&KP3E^p~`pcbzV)sGWIKqOF6 z#YdA^|31U9)Pf3)L07g9%p~+4cb@|B<71C57U_%3?qRo_h}FkRGJ`~aycjSjtm)k2 zd-JKHlbHl#?RiLKA7=qu+`A&1;K%@d<6yN_=aiS-Yv9igeDl;Al%14ZtI(q<3m7iJ zdmC3&WL-S_X7k%owtC0oQo*RwL&53*q{X3=Csk|j#d+A$$6({%0wwl)wSiPiP$BLo zGEh_s4+lqvw|Wf(^&!=Y7nVE|{i0hfiYS^VMZatBZsB%z!l;sbyS5;H7aE@58JZf( zCn(5W>yV}z+>sWJL1fyzIhmw~5DWXl1v8|aq7Y!k?0#1vrALCp7Y-_|q6cmec;vI&_SFF7K{YA5y1ezz>U~}})gqtf40|yK5?*)ICUFeOE zrx0z&)oBQ7e$}Hn*WE%y z{F{HJiV~?TSA6wYbM$B8oQZbf8ocwYe4%?1@9+HXhFJGY302dw$@};GzH3vHahqDO zBH&tS~9Ii$10sj!OdWZy6XC>@SNHS{a>V4=D`tgHkn%k=zeu7@}H+c0V zoa9?&*ZV}r%?uRnK{ z`y+fFhP4&0%)Ddnvr1PDt{!=r;6}~WH#p%izYQ3w*GDpUdRs*l^UA6ax|1-f%-iKo zRFgmRX{Lofx$+bvVp7ln7T`88qv;JF+isLQ0AV+oGLAsPBpAiAr^jS6asW8pjhtu2 z2{{=Kw{6l2KegA{9K{JEeBhhaxm>CA)lqenU2bHMZnZ7ASWmG8q}$H42trQJL(Tuh zv(w*gvXhwyR&C}a(mTj0prF)7I5pGI;quCl?4s_ay0Iehxl@466Zhet@typl##Id& zv&4=7crLPv)&caPv9o4{q)BKRrPCECHU&%zS(9^8HK^s(5!5gLliSt)|7^4160HaFJitFwy~xY zFtIOi|2#&-QBRdO=0oF@6FgfJO34DqQ2)_7Y>c2O4p6q3zbr~-i#75Lu1xA1?BlGo z;gC{1BiNEpq##9Vkh^64Kf3eH>udMCZxW+qo4%4I81Jj~)~YgQj5=q=N;Q(9<1y1S zDOD1M?KS{V)sG=S;oCLmy9FRsEdza&2np0a7(rcjkBxe)YSZAt3e+jc$D-NVg&@hg zzCO7c=DIu`c=_Zw_LWSr%Iv=%T1~Dmmc|MwzrD1`kxFs;pb-`~#q6jt(a$S`tX!jN z6YNg@fby6NF#IZ7LYo!cD31hdR~gr20Bf2--@dI%*4KYo<=Mc-nKjxVu2!+%rDXac zDz<1Xh#~UOn9@a{GLyW1JjAs@dJFgBrXjb11cZ^1hOUXzuk|+@Ql}&gfU!g?)?O^6 z&#I)ZxedIba&&8Ft5|@HIxH{~(B{H7QcFoxeOQX5$w*ark~X4`J8PZ&>=2#cHf-J;64H3ygP0at8s6}hJ)j%0v( zl`r$~s-Q67kF&FYWu8!h2>sCeep~V~}^tOHa`B1lM74u8& zUzG8C7>-HS!uNa>qjaAx>!G9k>;JiyU|Py5M+z&}O}-t_(Tz!S6?5+L`ifr<-{(>u z4a*r%PD_~SBE5#+85FKnB9CM!!m}KB96VS!2b@pI)JG5v5*HpRaGxBPPaYsDbwN`> z5MyTwqnuh!!=2D5N892VyJb+Eki-){984UGvFV-Y>b1&o8!&h+WAi%V(V0ts{VCO@ zp~dA$=GaThS^fGWi-gZ(5ARt7$6`te#n0Z{7GZUs($P#)Qpf>XvT|5n*_&sj*2TEQ zI6Yqnl&DQN&m zrA2qfmx`G5mnAYnq@5`ok&It$Rxrx-Oz1y{=O|&({B=flT(l(p%7ST`&Ge7G_`j}& zg4SHM6M^|wQAxGKGp_Oev4R0Z329<*?5qPSI4izVn)H?`mtZBHI#|EO;#LqJjxT)D z&rL0uI3f==Z?zZOoYHFOoYY}#pgh~?*~*7^#onicbzsDw{1w&0yGBuO@@wmN3I0;V zj8$E=-5C3-d?t%vKlmh&r_bO@Z(sK1DIg z3Mg(bdDBd(cp)}k4FGus*0aQsksjl;pOge{7p4Cp;YsLzUh?(5TO79neKE|YD|n^y zB@i$+3{=^h+lsksk?u6I2M%-wm?V#<5MTEqls|=7lV4o4hC{FP5EJD?N+nqd8Uqy> z`nEjNOZMC`#ourAd>&f;8BER#Q#tQ;w5BXS5E80=18dM92@I%|?lTJHM;;p8!j~6h zSmE75gAp+rjUvHG)z#IrtH@MAdEW*EiU)n}t2L>2WqZP9_0Bd)tk1 zc?tldi_n#cRdaSP>JrHwZ4>klD#_zL99+G8NcZNH^Y=;!v;LNoVgtIg+*q)4xO!vR zx928jK-Guy1*@*AA`t9srZqOvKspgKti_9;_4SGwp+&Q2tKS_Jdyr(FQ;5@a-n{w+ zfAVWSe_^}RaXI4EhjR;+(VfJ8Qh)IdS&~_iTH7)6^V2fh^d~HGIS#ivNIgK=^Z!A1kBF z!`Bz9CC7P5!zz)L?;98cC}+mrXZm(ue|p5>H$?MbS*3u9+UZ3;Dux|zF2s?WP=tLU zSt$TsGIIi_t{@}nCEAMMd`LcyVq+4@#XzZGZ(8g1HwxV!c5o2QV203{J$rU)+S)uw74= z|1O14wvqF&(t7Bb*o|;=zjIZU&aN2Fb^8J_B8cZ_N`+>znNFyI4ddEt9j4St)GhL; z;qjVBhs9vAv~uVCDPGouXueX)A2FKXgyF8HnIfbZjD|%hx_6K_raLzoyJW)8_3@x* z{X?qXh}QrSZb1=Zt!Eli8d%O=Y0HbGglAa#MvF$+|7PB;p8HUDnHg67``EnL>{jl- zt7Wsu{M~(&q$Y`xQ&XU3AQyqCrX>czkqx^XKtYjRMmW>6p#|t~u>GZU*Wv zf=R{*F_5fockJV24JroJ zqFyj0*hj*X5{a9l9_=VC3o%rDdG-lr1i>sXh!}40y{loUK@?ex4v$6rwib&RCQ2Ob zo8a2t?obJ38#v~@wrB(LJph-j=o-^3=DUnU=a;jQG#j-9y|uEn4OpY%;USrN{w7(h zMtN>EOxw3DD2#EGS2yC@yRJL;xv>qZG!EPG_5>!LGp&hxpH2r|qWWott;~gKtQNiZ z!KecEpHFeQ5i>J0Q*@rX!R*fWr!hnUl;daz5>WlM)Hm{#j8kn9(k_1G7d(4W0}jBour-hc~^T#I%44n+D!E-AvLt8X!`h1*<~AB z9g)93JL$tU-$>f986?`)YFmkM95WEJzhq2ExJ$j*=e;ocL#jkN6F3>?+x9|qp(06X zdDMrR7e~OIgIWc@f)hBXM4u1xCl1`$Le2}?bnRzL^kRN|4aUA8=3V>Qg)wB*ray%= zz>rIUi@M1S|A-9r9G{5GufUe6NuY;b&KtAl-)dw%+GK1G;A$ocsd6fc8H|C`L*7nz zWuE(_sL8|9jYIIA!GTuFJ+Dms+B-@5q$l@5>rf|8wEZZJs;lx znd_op8HGd$?Q_1GFfYuWsM$-`1BiM@)KJ?iGk|gbzAnzXO=vqq2jUvjBQU6?+uE6>L z73rsqp`D$#^%e9tUcpHm^<7F5l37G<4Ay3+9M=W$B2Vv=&NHoQ&*?x$bQ=SlQbt$P zs7Vc0(zd^F$z!(O)sNOe3SSd8Rw%f!?7NW~I&n}q8YfpId%F%(BZx+_QoPay-2wH! zRYc2E7lHd{Ca4@iIwk10J(F0cI8disA%LiRvzJU&0#KVPCP_Pm&Q^Gu zxdZr-Aaeoo5R?R9X=sJNTc-~il4HAPzY^zLm4weS^Y<*~kbwpwklKReQncjk77r-r zbuA`>5aWc$L!b_4#?cJeoZ zWl9HhOB%iGGKvedX{I|p*q-^K03$J@cE*U%zlfllo)U;w8?uQ(2a{)7)OYXG2`wb| zX?y-?m&8RwnQ-E6Wi(aXHxnztA3 zLTE$Vb_a@f11G)F-#>dB`qoa8K5Mi!@|2PdQ6PLC$o-KlUU(H{uFVd241`FuD%D(R z^dDK-ckmyx@qD%YDyk_7gb`jhi7)LLzdAc!NU$=nBhLalO8mJr|M0KwwQLoH(&r6E z!S2%D7AR~s4@Lkzi)`dH6A1t`0cYG}LPZTvD=b5kIvB#cq2SX*cql%CUT`B(dv>Q*Lnb5SYWs z-^SB^X{3}(57pn5cC1_<@&M6WCkAlS52@X!3M8}Ce(Gp{a0^XPk1qlb zTa*ob`Aan3sTFo>-;5(sm44b(C={h}6X#%!ln6DX1wJE(2GA-}TfrC|K_8qmkJn6i z^vD~?$TQX?<-aLwntSmfJm`uQRY-z~eX!NbvCh>^K6Vzk)oT1ZgD4W52)-iXi_}ZU zm=_*XfM()TOfTeo6I*b?PAQ zUKm~%XUdPY_A(KfLuYo^Ls!Q^_IE+V;L|vqjl!AQvLgl+^e2>NLDT zI$!FfXWkp=@$8WSjQQpC22v*kzgXS!;1hAqP8Jn$Dn~0LLyoAo$tsdZN#x<#KsxDx z2QG4L3{vE(_NdOkxnkxeF~FDI*V@bl%B^em~sD(UVUu zwtUlv(LGd>-(Fc*-t!v`S?BuO#Wi;tTlVWAL@izIEiX31{q1yIfGcHF=FCFGnm{qWXFqc54`r7P#J*y`?y$&SfQG2oUK> zB?8{9E72J;HQ9LFat6g}r2=KegVt}FcwJvl=Us2-jaGcSu=}bE@m%P;UOtu4q6-7I z9GXAZ)kdt=`I2bIH^IeOk`u*7?sBK9(yls0y&H9K{0Ut>wcL2)lDo|x%@Iiq*1^pU z#p;G2?7C^i<43g{-e1P9SA?~GpEPOvv$G=F1u1+dUx@|EG?%^a0&p-oxc& zYSKU~&Ql>H_!8~$-({o{2ung$Kw^?jX$r+d>BJ)s$0geP4TzQ)L73if)H@$sKrY9K zb}$ur$zvxCwW;~lXRKPEnZRx3Cf+7IEcSQ0&85@JYTNtOz@O}ld8B3vYM)53ywyui zK$@n#5d*1gYiuOWNCx~cp*!ANdd7{F>$(+M5+wj(4Z#ja-{a&%izQ`jti`jAOi`k3 z9TIK8kZzADVd9<8xKog%&YY%@4WctA3^3LD((q_VPat@!-1+V_y}Z4^1DBOkxFuiz z9`Qx3e*=CnpluJP&KozOv&O1cxjz!OtqDzLz zHJR+bhNhU1IXm?z?Q5H)oF185Qca;iH!4O+-giyKNhwi2JR~Ad=C(D02gvPFg-sXb zQ}tw=8w{Z5X%bkkT$Am+oS4!`EyQ_J^5~t(OP~D>2Lfqqyd@}Y=kf81B)MbBd$Kgl zki~7KN433Eg9+b+Zn;*#X86ZtHQzmR*tM{;JLldM*!8s{_oH#%i$}fMJJaRTuF>7u z^KzR3-hNW<_wnf$)@{loz*ue~-M|!pJBEWsG`9*2u|uGuwzb#pV&84@-;As@BZD@Y z-VmZWY)2OZV%B``v?{p`ulBr9LN^=URA{#l8z1t(qd(w5nZri$!1SkSV{F;Ur{L>AZY9^AJ&2^K36xC!`ShW)!XXL z6K6Tq-e`V_c*5nn`EusJtA}tA-HG!~sc6Y2Uq^X>>}n^j7_7+%pBwJO5(xdLWiLPH zT??fp6nQZ*!|o3nAoB@!$p7%)FN`CgNVv$OND|1)f#fqwe*{11bpbx1nT1KK7kPfa zG|2S3UHFw^{g{6Exl6>%Z)tBXE!1D_G4`dy8_U2;YQ};mh!4czrwG(|$J_6D%BPFV z#9Ya^nM&O&ZzWyhj$?44ENc4YMuq#GsI^-)RbC(~ZDjvoZJ+0~b6EuktSr@je`yrl zKS-_8Ido!tuw4X;j!M`Hw9JgIjTO}t<0;iO-@PTi_VE)ftgTG72>2c$Z{8hE1j|oM zv7Hf8rTk2-v(K1xkY*HAFh~iWBX`s}=9Z;?jsfUL>-C>q4mo)Vnl~PKXNJ2Y6G%?-wW^sQleQg#4I}0VXk4MnCe6RE`Ozye}%ofZ1{J~N2 zv-tNL6-gYb-1-2!w4MCnQ3Gzx+Aoq!5))Fkxu?m%Ek3m|J+uv?3g3s>8T~uT3$lZt zBI6#PO!ncU`$D@YKV(YFf=qm;XH?HA@kwgU+>@;KykHMEo8>bJ#!%kvmz8VL9f&rH#TVHyTN)8&A$vYI46mDzq$4Jf2Hy*0%Z_G3E?3%)z=u@P#5zA!&jVxE!m0EfwxmNUgg zzt$d5vyX~1vg;mUL(je0Q~*PB-ugZ9v1*p z_o!7u$-KE)C^aFL7yQ5*d3yAX(JMhM_62_-5?>hA>N4FV^K`eySbsi_Hh5v`w*n9S!+FN9Ie(kDIc^BFE9u%F%2lBFQ@y^EuVd|fbj@Xt(>_^TiR^nGc9s(*nX&5)(K&x8*V7?tz@etzRytJAtCeI0-Eoi(}tE!R||<6=ax@Z z3qZQPnML2&QqIbfOUo)Amg+YO!xDZn*lB6G10Fouu6GDTlqG7b#qal4SOqEua8mVY z$6&}phG{?1s^Uux#w`ge4m9XQ0*v;{Jtk?{3CT(!ZDhGICrbu$3fhIXT9>=B3B{o+ zktyzRrNEY0i|0OhoLrfGL!LuViGib^W+}25u z0fI|aI2b041(~6y5IyOeo~!XrtDm70g0coM4jrDs2hKD`JBI*tWf6U?#ylX&rWm2A zJG3-Ethp)04=9$Lgva#tuN}oH<40M@t#oxlwsX=XIJy9-FY={_&OD|&K~?Mk@C0KF z3nj`^&x}Tuzr|qNkXudh;`f@P;;kn2m&}%KaVDC&gy&W+A_{*c>L_cM$et&>jIYXo zs738*Ct_?&sdaSk?!3Phq{K5CQyza4Cowcp<^V!y0pUoQ=0HKt5*~ZD9CT+tBZ-#6 zaq-Ig%l-NKfsF%0!BZVJiQF9u_3OWMDiMFxjwZds7OuzkDU8&eRhz^RwY2Y>$c#wE zVN_fepQ|1sb9^`$s^XnInHi25X^8WajRaX7oLt3%2hr`?Yq=wWE3XsuJOvd_MSv6y zBFzMZ_^=W{dOmO7KR>b_qpKX&$zoZ{t3h-78fkV#xNv!D|a|Hsk7c1 z@6yih(>_jG{vI7@>r7CMFW1AYWO=u4uXFutrsY$v`1LJWS#mUJ2OPDaS-p3Z!N@K& zuK=;1vb=@u@`L9WGTK#%uBq!B68y*W!0hboM(<{yo{A^%~kp^ zo0rQ6zo#Dw_?D0^H}gm! z2ds?)FyYNTw6Ujlo7}HS>rvYt4fTXk>y&Cj|9m z`P1}$R>9h-J}CF*qHUTR@rR@R6Weq`5E#dETa);6Gk|zsL-=u~yJw(j(IKN9qy4HJ zv+Aoi71wgANx{d_`BKikq-l0#GEvl2>+WQRGS6Q9y1_|p}`NfHOC#F zSJTWsDq#Y!(qN#xy>p>QgQ+zQRfFSV@xCa})cf}N!=`rGA_RC7V_f;*w#}RB(Ze$!4GaLF}`{Yt&FTdncu$Mqt_;t|?QuuK$8rKZ=5#{IJf%9|naf-JfvwF831y z=qiGjF05IOS8erEY=Z*|67y3*_t(_S?kQAb7>n4cRQm%NAuHY10ozt`&kLz)dJ+kX z#RDC+rECS9o}y_9Vzw>i%U~5De&h}yopfK(iA!RzGxbHxtm}eWuS2A`8wggLrbHxi zEq!RqYu$`~_W=xiRtc8ng`8!)GzG+hk`l;qePHG?iNO9&O;*u?fk?;n27WU;o@eKC zuatK34nGo=iz4YrF`hUFDdjyp@buNX?6SW5%P#k9esW(}SP>|H9*W@YiS8{ zJ|9T`mI}GMqZ2XRJ$&GG(snp0%WW98Fe%o$RS?v1x%iV7YIN^g{N6e(T)r2<%3RD@ z;8*CL$Z^{0#KWf`;hYtHYl2Pm4Z26a>-MZ?*7Hojb|f$|aXky0Fg_@pG|IU&PP{J3 zN4B%)EdG5MxJm=`KqWZjbA$O0v>B3f@NbLgV742ry=p!}!z%=T)|NYov?^wmH@cZU zx3CJV?Mjm8nuNXeY|r1RlCv_*W_Fc;-O#u<)KuaO4pvcDK$&d}MENN$oewIb3W#x#HtaOuECiVEzn{k}S#U_=Z1&gDCGmeb1pnSnsu@8{U zeWf^|cblh=zcHIhBKX{2(o^X<8x?q!qiHanoiXoUzc3g#wi`)m9B!!c(;*o%6$41g zxSsGNnj`3Cu;a8{4zr7hqPIp?8J?6J*nu9eUZ-5tO}ympG&Mc~nx&*CrMCVHrW$MGr=}&fu5gNnQV}QlGSink|n&Q!W-|a6BUx~ZF z>$VYEKjJ;G>3<*ni*A;td(Asu?RNg2Y*j`qjtY?;Go$ys^iOU!)Cw;)dR|7~3S&{S zXQAyUPa8kWjgA@r_?=UT1wT7{Ky;(mV@4(>%JfQd!*(cquHJI&4K8ZgJvm9pyB0Q7 zIdT-RYYi;BX_P}o8g3~lS357y`<_cT=GzpddSuUJNR;SMvD111PE>o3CeQ9Bc#Mc# zy#5vO?-!lQUkRs0v`fmY;U99>_;v?^sH$#g9r87?gxNgMl_Y3WIKFUjz!N=Y1VXRE8e)hZ1Aie!)6Qnl?%> zvOl>umHu4K8s7JbS9!gGob<^I`*+6UmDeCQshG!}6P$Ymh09mp;J*jaaM_BlW`~q& zpD{rIng+Yex#$}>-<`fE=V`P&<^nWU@#;5p#n5%_`|; zs`yaR{(NiE8q8la9+8=`o4cqX-H8A(K^&#L3L4j36XfL$nwU;1GhchdNNa{9PnJaz5_ zfPwQssj5{grBUr^_wHb?T1agVpcf z0&l+zaNKM!Jx;4wn560wBQ8Vdzl?fGH%%*RvlDz?(|jIbzXA&^XKvfkrl?7;Lf!iIugVA_Ji0 z%l5#qCyvgMB&B>7)OQo5!(%j3YD=}H>MD|KQ`%#K&ZH~C4!(vB`+PetTFxB(AOMlU znXBzqDtc=8OSE~~zM4pcG4cS`X|jzIH2X|_O#2)b*jOdmpCKuaK{u#JDAVMy!9`n8 zl4q&30_HS`KnXR;jS0i(`>dRFPjVw4nr|c4o{%ODQchAb>AxMIG8934zEA119-qh= zhez%O^Zj5P9^@}?Lx1on7wG-YpC&oS?!@#fEyF^ZK*ADrF$Biewqk4)9q%jOSHhgn3!PoGW; zRJqe>RG?$L9%yeNJXWP%eim|aPHnpB?RF&=*{k8$aJOt}pG?2E-7g zyYI*pr#ybN5d7Pe6OTO%^pFthe;RW^e(Ry>1x3WeKNIPk5r2=e4jNxw|Ety0JFpHW zKbKdeZWm9us&zf+2oDSm3HgIES6<*Zkkwj#Ixt+F?m<0!*Vv1>kZz{n_@%h5A=s__ zkLhjuRApa9V_0wo<6ba(WJq9?b4d-lpH-9quXZa* zWK0dpua5BQrA8J_leu2rPM*8)><0|B_i&XiVgqXa@D~* zEq~9trt8sWz`k}x(-`maFi<0=GzC}{@F{pegC=*>oxW!=qsexrxVqSa$fJqz%<`Cm zl@^N0nrrOY@IlMp%3tlNQaH8H)zn%FACRAAIf+WXVM2Dg+xN=kelrtEDXW)-d;a4^ z)_0rIU!Uh;er^8zsrvp_059^!jVRsE25xS}{0>ofG6Uz+8rZDhdIE+hN6$TA90t>G zW5y;BmThy)Xvs*;0Et6=v@t{_IjvMvi8e4F<`%SYd_-%vigNwf^{OXt9MxAQN%?nz0XB z0ctkj)1-Fe2FTxbnBLuJJni!pFeS{F&ta93+NR2851p8@b4OHxT9W?|dddU4&PVwI zDd||pOg{g(l%r2Qj${eVLnxnT=1oQK-G7iybqlCEf`( zbvSw)hhpP1bT!II`@yN5ce)2%`S6ADU&wi9;HyzxQu9v-4>Y2u8fp(QJVY^76D7}5 zv{FBP)Q43NL)8r)zwx$zb@lY|{$b9}n(y2yJ*eVMaLQ;@JG|_}hnx;+N zyX(bO%I2==EoH;YQ?x&%?l#?TNg~CG4yXRK@_vOCut66zdx|4G3oN+xG-}}?%lN)V zpHsoD#R1`oiGNnXVXa=<{9M7G+&V%R)-Dh34R6i`*3370au}nfo9shNnk0oXgcI=Q zu^REK#yxY5`dFsa6Sk~JFYfdu9q$umN&g9j_6t_`9cP^P3lt9+bQ7b^^V^FG>n9T( z;Hjcbyrva=yh(cMe_V6Y@y>w;?{hJVNktWChy#_}I?3BkxmzhO89ppn?AWjNqn|dt zwf#v+8&AjoBz4b)aMe_8Zm#lS?;z%~0=5)=#dZ*~ne$67;_q*YtD&KZiQV)xyTd_K zU?4GA;9`C3?(!4=j^DdKBlDWcE#8HZ@RC-Q11QO_6#Cm8Nz&WPxg ztjR7f7L#SY8amXli_V`z(qMZ<0ty0{(L+T@GJRHUC&`JPFGuMN{V9}AdufSX4NT!e z&L6WAp*p6Y zPbQi$o$dgIW%MQ|SRce?k|YhAnx?*(Pob{!HJP4VAkQq<;*D1~ir5m_u0qv{ksNdY zCgL_yqiNyPG#nx1>3EJ4?(aoR+A$!hWGM4geFMF%Z5c&n6QqPx z&yOcoMeTzt$W+qt=|%uQlKSs`&$83;v)bnE8ej-4at>`{FVT5NUdI72Y)x4xf+IRJ z#}UylEdH~GJ?w^MV{MmZAu1hn$AA71FIst>U^^BoKG#)&CClb-_xrEz8hqyrv-|gF z_L5n&wFo}KDDN`$W@&IM{BGv@UrE!>i-A|YI}re$VkzPN(k9OHcY3DoC)g>Np@Blj zzqTCnOpcLXMWoALiMNS!#UB}t;ae}lw~Dj8k0*1lwJ+lYa<^#y6+Qe@RA_o7{_j|v z#m1Lp#FEJMB|d_)D_KjYwcXhhJlDuI;SoxRm$kI7B{NA`RulTlY0LIpuR6{h4;D#G@!@St1G|Wg}K)e+91Cl+fV%D#d{eECWG$Rz5Q7E*NwfwjE=1?J6 zb|tX=p0|}81JH6(AA5pu{#|SXAh4|zIcg26l{2Xppe4=%zp?q6Wy}FvdWT${VtgWG zpM$$g(I^lf)K@+^(D5cFTwZMS{ma3fogJbwWD^#DmA&S9`sHUEx&yfP^gLNlZ2ov% zKEe9emx!H`@FC&)ljV+#^=B`Ms>i=};fX(ua{XJ?EdvtR3Jo8|9iQHx=kTuhatlIk zjgAM?nQeEel!T7D#v*F&i_}ox z#64Abjxq90dHL~N78^EwDub6g{~7D#;~C*#MdXGWued_{IE3LI&KH(}ukc_EJ`B2V zYS^c043Ouyy5KJ39A>bfuwqjTj{>9|KeB%(+COM1xc+69iH7;M?hd78aH@;0poWO5 z$12ub{rg^VlDoeKL4tpplqSib3|GuE%nu<=K#CzijD>pzFppF`whn{Xxd;xe(Rq^D_Sc*Oo}t^DmdQdTk7_p@U>K!5#q zorB%Gm&HUX@I0xcMRYOT6kqi=W^_v`pFSQwE{Xad0P#Q$zuz4g1=a^f3I@vwL#ei& zZ~%x^?7aVO^F?L{_I>Vv_g_!){toct%HRCW-#oS+5BaXFUAuPu@gM*3@c!AK{n-g8 zoWQ=avNDWA@y+jr7hcHg%in+dw|^V<=>zbkrISuN$sb}G#_vJd^8S0~nP<8ZyNX?{ zUE>t{fbD|ImgPcr@e=m7N|!36tJQSAaHod~mM(3hKvQ_)GKZls3bDNq{DfjVvfJ38 zmY0`Lx%QOB&HuG`zV^Up4jjM#_>3p)KVkX)Welj~6^I#07K-gF{%!VKwLOJ-0)W{d=}&=udlCr#U^%soW_cg zl+1ma2DcvHJNs-_wQ5i~FP%cH5oV5f65s#g5mLCO)ji{H{?>2)Q63q79&h~@h1og zZ;hf}N^<~** zv4vtVdigcVWnF4(bu|H4E<(wx9s))f>5^ijQ=Fx*yZv?J3Z=Z~)9qbDA%bD3F1I7XqOj|^;80kV( zqQc!D-@SN}zyCAukNjvOHb)Z!fx)8>6shTyt_2F@)SbRb?f4_&9nw^mELkB#@lkF$^=YRg^6X&mbUA$YO z{1&7u&U^7c{KG$NarMI({$8%%HeGc6$AA1sm&T=+Ub<+1vig?yU%zh9Rqv8?F}gNg zhAejDu1XfViZMUBM z;gj3{pTGb4NA5i$_O8$0b@ivOe&?s&dDjDX30&lF`@%zzVce(9Q2X2 zl5}Z#dD*}2gdZ#~<7lj?kTI|i!df@H03-loy6HIKohOV^5L+fdiCUKt26>gs&I>6crAlDz325bt6M(l> z2&BMNm}!Y1Ve%FTP=&zkWGu>QRuqiW`0(Mw!bKGVCdAYlaW>@&qp+wH--8MO;T6T( zLSQhMB4IbOSQjI~)(9Ywm%=j27rL0+bG<&JCA?MyKu2!G ziG;<71c1FMrHqVR6$7Sn02bR+oB%QcbFoXIR~`Z_9G(|mGwI~IPhYoq$#@&h?%>AL z%P+$67T(gNAf?8s0Mj~IYG6oxHf@a*Kb7&i_1FF2$9{0v{#|eV#9Liuim^XjzxVoA z-tfwwTmQMW2i9t7m6XwXmDB>|8Y_h~oeP-`R&7xdV;wV^qLR9@3o+$FE=r3iA&v0| z<`tWlD>2m&04^3(LI@tyVK1rdgM`JeqSz%O7lLXI-FW+h)Gj2k8Ph41K@lR{4aJ`# zw1H=Ib>i2 zjMtbT1S1q)BfGIxuyDmT1<&DfQ2^>sU{R)nBn;R9bD=U7Sga6D2vA8djC26tvUJY4 zoy8AB0F1)n!GH;*sg-h}HRbx`=RWzok3P?pP@8(Xe>kuc6bj1<8YT3 z42cnv%LBtX=bYn5B7OS+Z*|TSo1q;5hJ`+!AH4a(_jJL?HN2vTO+!e6oW*1SAaEANc)(t8(iadPSfm2)L?`ZNI@ts1?SKy*tYyY zoyYYj`-H!P-|4{rLzN79&7*hZ~t~nJzjgg;qv;1Yti-J|NY;7O_<$Rz>D_u z+i$-;!ax7>KYy%uo0cu_zy1Di+m36~mFqHe$+NgNU600T7n>j3T(BM(z=+2iBQW80 zvCrm5-r!7K{uo5%f@JBEXC$)NJXvfv3G72=60&|3=W6#SjwJf|`vWunjCMvHUUOJa4T?m=8ZM<h50VjWLa#!Lvd11gc+d-=!Wc#AG2Z=>PeCbPH>KBC1-uwrG_w3o@ec5+OV%?!oSvXDy-P*e)NvAeN%ILTg zw;?X&)m8SCMn!fPqijC9*)PYwi0V*uVHNPhWXprE5Xo6oy}0I&k&PkrHck zMc`?wW)I|+zy)6xWee}ZVIlCStRf7;`erIH0U&fEa$qE=Ooh`asOAGZy>T#BA)OS< zlHJHy0~v*5HZ@|HJtO`v_2O}dRg-FUpgj5ojsRB|M$H^1k$WqxxfOHHpPNegv zQl@3pfsXj73IMXG(V4kFT8jX81-PNQ7qCKSr7)Gl)@ClT>EssF|tsy=!PqI z@mLft9Zayi?7+ec#L2=%lwoRYI!5?lkOf8(Exj&{l30kTDC3-es?(G{*a~M%goG3V z1FwK#oQ}liSKAbJV}bC~#`VzWw)4lIg`jmw8tF0`oih$`Y%H2qc9tpY=6N^(&R+Q1 zh^M|)l5h$n1%OUe*vL+ar)9!)adjRtN=H|Nk&cJ3%OX~~?*5(UFbM!yGFQN;CIAh1L-4mS0h8rgTg|J~+`%nt1P z+<_yoDY-NnB)4f#`-I$Bc>ngTyAORLA9KdKlp|FFo z6H)C;@LT|Pu=cTGryw-)3IU_rRVZy}rtBp}m;x*jJ8ui2w=QEA42(ipG6uE;Q$=!x zG5Y@3k3hro8l^@;=ZXzD3x!~)pY%b})@Mopq&s~0upjKPA%m5X-4XyS!DjBqjD74W z9RU7DfniK5iIPPig^>b=S?60$but2X_++G%i?Ks2TnOoAL6O~YaUXGCP>k17WqXnI zO6%)Rf6wi#v(9p6KI0kB==?PLioxG}bKAP)l1olK_0-c(KYj1sz3c1i?oE9*8==w8 zZ(Ph};fhpMZBdUtx4;ff1$T&*XLZ{Yv}MGg8={0yY+wD-vkyFbylA}O&KG>~p=s6d z#+nI6Ox2)oqsbIgY~2K%nI2#;i{er?T@+oobSzx(rj0E14bq|_7eW9=b~=d%lGHR7 zNP&0?G1f6gS=j3vsxC=9me%U33KbrJR;LD1EHDP?np)_1!fpy6qyj0h+B{qR{xz`SV3#?on^TK5Z<*eJwZgJ9?|0n@v! z@Y1VFh`ajSv)R0!q513AdKl5z>@h?us;L1GX{7;7(BibM#xkQmvC5E~cpHU(85Nnw*zRJ804 z0cI9DX4A4LiG{u8r?3dj4%R}1tEb(M5#CffWg|2-io)RZ=*w9QVhPvap};hb)TVS) zb*ZWZItS`11_0S*>@#y)u{9FLPDq;ouhIR2k$7bCBb060Zp1#fApq($0@%SY2xl=> zfM=4``KMf@<5CY}-DsI=Qx%;{*>rURvp3D_JSSdzjkcyP3Qs%!YUrz8^{N904oEjz zstjy+jOA6H>^tB8KG`>#9sKvF16$sI|Mg%0^}qh>zmAsrAOG!gk6=c?zSD5p$+8!vv+T?p5Im7 z$Dy2tY0DuIh!jE-L!c6DlqiQ(D2%XPDLlzu7i-pctS-|z4L+o$1lVA|IXE~i18-O$$78|Sjs&-^{W&OrN}A*-`40Nbvog)nzwDAXBZ z@2e|Hlz?>j69!RN3hBHulrAMdCr(3Jx9|+YK!uhVf*E#R0V~vD)zoH=hV|BJKuX~u z8Gao78{hbbAqG)m7MPVt3#o{Zzv=J@Icc4BU{dN$2>?+OF-O&d&|>LJpIyRm;UD7Z{G6h z<-fM%L|b)+imkk*liLc55+n_~rd?(Jy6UP$Xr1vC;#rbcY28FQ%?Jjk3xuJf3_P4g z*^s1kQ41)mYsc1!VF0#78dxG-V+_u0hC)L)H@_&J+Gb2*b!kY6gq;D?f>adqbb=oy zHU^|ykyFEL40Ju1rZ2Y0)o@MnlX|Gz{AGbf2*b~5DR?T4mI0Ggw0qiG2Zq+-*(pf?@b@PNw;Czwn&!R z>rAmRumMEQ&a)u??)13<7Df+{Lo2La%t^3b1;vm z%cn!aDHng;8j=!`5Ixh8|u zM5``a2qBmf#E`9@<|~vFXZZX%>x35N0jM!{b@@rNoA!i=q3V$JlTmdx&U@TqU?b|f zNi<+PaCZLl=vFNy*0ol0 z-;X!^+rRzWSeQYp%H_=U2b_)p2ebk9o{v03PrxSpugF<5G1`;6$2t7t5hQN@boeWMJ zPEmWmv&iYBx>|&X-HF7mpZGZqWi@2O)2Ik%ezuB46`lYL4d_;s$KhkhIsFHdg};fg zz5M$5XU(HB>->sJBvH{wv>Ja?^F>H74AUXJ>5Br>mXYQRA2R@h)K$!edLx`Pr^~@+ zAa7w!hk=cOxz}5Ewd#KWCZbS7)$#kY5Bf()xAF=xh*xzVIOkiyTU%S6dJcB4z)yL~ zQ`}cxgu8n$y67T2-j0218^D%f`;M>|;oaR`4}z|;<<+)JtX7MYLF?9vF?3aXdeZ~V z)07!J5)Jn$2r*zbK~Gg*lI6kA)ATcf(O{QdTL^&E8xK2wB@6>= zNk36739D$yznUcV1`ri6VUuX_myVgv%mmG zcr-xs=={UCe)!?;MtgxWS_6Hc~Pvsd48mf~j%wIFN_aF#pO)wcYvbkX#-Zs|sL9*JoXU>5Xkhv>_=ya9MTU zGV(--lMxT6HrS-wqsxcNWUXP%b2>>ev`2yXh}Ij3}uq zez15ryGf=5Lnwh<^A-$4|E)&Li)Lwb^K$~e`RL`YMZ=739tFuO$YjW@vXi zCnMXBJp{QNNI#TQ@fw%_c;x5@fU>sz{;{;_v=cLOlSIWMQaeLT)h<5zy=SIYXq z4}P%eKd0@tjPELbD>H_){&jBm5xbaeOPU?qW~UuTLXI6G+WQovEpO)rqrukGYr$h6 zoOA~oodLw;f$(Weg@GPk`}~pcy!L*tcWeV z6xSDkCvwQSC19p!egMM5mPJb>gE0|K-TI&+7pG=iFE&^yO{8+Iq!f}(v+)oOll%;& z^W%>k2@kv~Jp2sJFiNa3A)m^Q9Xm!3KWFyV$G4vF-X|P-$DvF9;*z(Yc)L$`HAAZy zIZd#sC{fW0@f6CBaH=yP`87j32V!FjL0XUiH6Nbew&g#MNK`a{X|_v;vS_AWk0XU_6Fs z*#t&Kxp)<2zjTUC{9}QoTZoxo4=g`FBbzpn{HDx=F*3!2`Yk93c|`k z3gP4=oC$!TYw8ixegxx*8QxHJgz&XgGYiWZ5z0Art1d2Gl;7oJ=(#HFqD{)Mx>c0U z6K88u>7tcwMlb=SqXHnxO;+dm5c2Cp77x2BS~@e8d;V7;pPITfNEnu`O^TVc2#iWh zp{C5Q!<^cXu5AWq&9F0g3h9YKlor*tPY9m=&w0*sy#M-YKc}d=(>+XCLN#fQ#K!>Z z#@Q0Vs6})og(zA}jFwK(CM$jIVrhe6==@aOYA^`HI(XZ4X7cmQn=i0vmrQ!San>+D zLsvvIO6#PSco<|hotwY=KW%oaV|oAWqjHm?g$OE>os+PM_Z?x&NDhAf`JC@E2hN}Q z3V8qZcYep%bVKgYRg^#20GeD}NG-SnT+j_Ul{`)^y)-n7}<#hpBcwrzXghF#Bt<+yX&H~}C# z9B8|^jqET12w5&qpI13M3I<@aJIeTZgdj(h2<-4-fH5k^a6r)#;Y(zP6q0KQOcp`Cw)@3{WJ%UyYKcl)@LY_yK zWwbz+I^TFbr8OGG@}$OiChf>juV;r}U6DjMgw7%@D}09RR;9bD0!T ze!|J-FAK9y_!-%l0g7f1v#f4Kp0XsuuvKIbnD{x7(1xOrrk2MLY`}FZ1gY&hhv$K* z1Y3JW;}i;M2t$Tb2vwRvq>H+*+#a$}@ff=IuD|~J)`SNVk3=5ALj&jJFOi=?c!Ur# z2*VuF3N=|#;4rO>5Q7IZ3`5a!B^I(fjvP7S$K-rqla7|az{l)9No*5YNQh-5*aAZ~ z1?xjxI3b28gQ!J#FgKKr$Bk>)gvR=Q}3 zk?;?R5>n_GfZ26h8<2*i6y){O3eXZs0EYAdIBcB~68Uq|I`QGzLUp8fE7k@iK>agH zoEh<`QUjJnN;W?>n&eSVmc_&n34daUBqSRTFcGCEwEF&Ai7rGNyI5>3xU}S+Cv%&1 zefi<(XxUw2jq!wO)=jWtZHKxVexVw`CInB|T~h`gldTY&2VQ!ddDx6RLhx3;TwuZ$ z<*$UHD$AVD%)&6Lnx`uP5S5huh+38lm0H!UF@&z8>fIZLYw<-XL~B5YQX10A$z=$^ zBV)T$U`3DUiBZrOiRA=)jjN&3&y!=*pdM@|92#RCMf3*fB3^q@Yw#=ZUFxW@i_0! z2zh?(%T4V>``7NX9}O9VVc5yQPHfVSDMJ`TiEJmEq2tJqP22KBIy^%tDlq$$Go0T59n3)W_V%%3$K3p0mLdI&maj{*y@2>Ou?Hm{kD-<*@>YIXwe>x&xzmP1MXiaUmDHZ* zeI`_>>F-DP;DfXv7+PUNRZN`68lvT)*7Q5bf7&yyqd1)z}tv@?_ zoc!^(Zidavf;b-xBLP-D9$HkWDl{9XHDT0MB$ei|VzgmxgEdoB40A+2QBHPuMM#=c zAtFTMkw^?_XV^Km)j>0AwvR5myVNBqV~ejajx*?U}>#X;V}%)md>UF#3{EP z07U8D8DZRt?oW5AuOGVcgv?qxsk+?d4m)%C%%W~vI(CAVl*sVLiqn^dcmiluIUyxt z7INuD8A1$AvenX_q2}F|_6WR1lgmRez%w9)q|lnDBY~_O3=cn#EstOSEtgARt5zC} z0U51a9(I!zk}j$)TZr)B85?q5OoYxUrT`{{O6RJu^MuE*NgkoLVIHews2mY(B0?ja zg=pjfq%@InR=T1>M50clz`!G{dLcGX-Bv*~8kaS{g zRW#Hd5_SL#qE+NaTNXbXjI(+1m^CnilZK?N4;`{@`75CfAr)bSTI$*sBAg^PNFKR! z6^2;~3@r+;2e$TdvdxaYPf^I1_;j_lu&5@2w&|OTmB*$N1}$VLv0C+DNHkeG0Gl>6 zQ?y`VXf}}!KzQ`*sOMzkSF{xAjA@1eLvu>Z(0tdTTD2V#8z&^pQt~sOdFw52z3kX! zPuzOqD?jwg&;IS{HCJ886H^at(w99QRuY}heZ8GOo~~WjQDRN1OS%?3reLi|hNYVy zZ{{=vrbV@Cb2V|E&M{wF7a~mohK)S1Tq{5-B#XcA7azR;-reiWf&b@r1z!B(7xxMF z_Sq!d&LYdC`qpn)z2 z1Bt2eONk-7+**RED_ROXZ7z;hV9ul^l0pDDYqd$~Cqp5tMC%+g?SbO6x)0%`7hCuF zb=O_zwD!s@tU|5x zTx-#?q?1k$cz(1*t9rxJHRaJ#ob@K1$Zb;QC7q|M$zRk^mf_^KjE0+yvD*>#Alepd zI4Mf&#Ig)qiy4g8ElqUgZlPyYIknWilwC!DW*3qz%GQ!{Fq$WNFcfO~0N4xxG?T3{ z9t_QnlK}Xsd$(LY^S}f^g?Vh8Lg{GP1fi_znh}g<`2GI7o8Mi{i3gyGG=)-HocTU|d7Lp}B5_ap8zYcT4qlGkd`F!`JeqhLi0Epf&F!)W%ke(r@+$K93 zNyi;nEzz3?AU`l+wB69M6Py+{fYL&mq+Kt=vS^%XhKc~@E0=VG@zgn5NVY{r(oIsx zQdA3=$fdzJHRfn_O0*{Mr6{K#dd>Ln67bT2!9*2hSC=h>lg@BItbEJDhA$Lnx?EKH z(I;n}FofciCEbu@01FX|5E4UE?n-T@fK7ULONFq3iB1YCJoW;SBI>BwHCG(X{& z%dg>VSvWZj$(pnrn*<&qgOfpc5YFncTLHa^f-!j5Rpf!8XH`q#A<7|yVh?2ooHaqTa+lyw5-+{hD{5};)G-eVDlhJ z}n z{5V@5dkx0%#g7@S5=+%}b6K3Gpxb)m@u`Vz0XfqhQ2e6xFGLJ24lrq&J`pht)tZ^| zKz2nKD)zyQO(5xm_urq}x4eVK?rsHqxat$^```cmFy0RG{0x8p_nh6%uNc>!?PgQk zceZMVO=>UG_BD^)O53V!bFhx1cDKX~{$x20&b&U`(as;TiQ&ZWP+|}dqpGu25lT8V zXaEeHPO3_S@i@MSC~|(9KdlpOC+u1hQeqewLNuqZ?0x?8pZ6!r%#`qyG604A-1|4b z`Az<&jEyrkT6^B?d_?IZ%@hJlc$z{zH^(Nfiq4~A12mLkC|!s!@>EwRV8oCxuz~TL zxLL5**(|U2j#KH_RV|SV0Y($KT?<_`lwwWd6jFjnFG^c>QCie$^H_iDY;g!@ zn-QiIo@^!Xuz7lLBdOuo6pC37*4dXD;5qAuGeTf~iOq-s(}nIPz~!z5myM>wnh_1GsKly(F~FpQ z1qNf&hNZwnD3@Jbp(bJoDO9<+;Q`PReo>rqA!8GbhZY?_&Y0c0?q}1a%?pMtH=g>z zOsZaDJc@!5YtE0so#1}1P#A2YYGEihyC|d~J%&EfLRJwhgGZ=x+N)Jj;P{2QEje+v zAaYwM{4Na=+84esoJS%@=+8pdEgsTJN?iLr{Via_`~dyjpy&!;UfgP_VU4kE#!~dd z*`zea=9fZ8TS^r<^W&Fj)}k~*ent`)MwAqaO;#&o=(;<^408rU)#6LcuQwh#+O({p z6^aC2R)tz07$F{-2hySEl&H5nQnZ~XBrqg4PW>=QA)PQdX-+VA7Y5ghu&rUVCHBQD zfZ>lP&96f|DzXXN;_FAcP)@pXk;CM{$rfTrX|gfXd8=IkWU<@9%ew47PkqGfLBP8|4 z0Iq1W17mPXWbae3d8#TWk**MDRL$CS^y!Or09r~cAVZcyqBSUT5YSVPaX|xmA&?|-0D6-8Lm@VJ}+4ub_Tm#Fp|?xgEvj3 zl_OxZiok?{uv|k~M3sa0-*djU95{cTSHQ>4KEe9g&iefS0OvqkwL`#0?kw$$YS(ujN}pi|m!VwZ2qIvzFfhxmP~AGz{6%tQL_ zuuVaHu!pxA{0xH7bL!;D<RxfbV5#?t$T&~UffiR@SyzaW|eCf<|Iz2?Ci>l&E z$;}g|D)u8!4L4sQ0*S;`@Lvt0jiIjeusK1r7+iw3xkS<>hL;Erz^)K-GbKofiNMee zX#m3$e{;g$Aes*+*M9I?48fNE)=Er8pc4;QWUk^N$lMAMtL{Uw~$r-H< zAtU4gtJ_k9cz_w0-Ta2(0ZczUyVApnRxL;!()<^>5LokUxxip)o-lNPX4jC%1>&)t z>GKF$trAVvEn5|Hq_efepxw{;fejN`j2PUmkw7N;R6PKUXw9@=_-Epx1fEB(5{yY? zNaOKHf@x%9W*x3UUVPH3X_ z53seh)%!1ULmC(x!PX^fC`u#_5C4GqiE<7K#$0O{PD8n7=Q^U*9!)p_Xq=2`yL13l zR&R5fzyzmOWmS|%E^@;v3au5EDKI!279C`Bk)EFsXC>IPEC8IfB%O?hF>Pq9a-4xX zf>22TWAJlYsP-Ua(aIU>8Q8FOi=R#Kcd)dE2uTYYNo&ZS226oduKxEas(27b%f>c@ z7_fESJ)`~LpA$wcmr2h;`Uzv21QJ6cWa2dj1FtL0I^--DriGF#i%rK*mmWjRB}SEB z+h9COSY*PVC_%b&U;vc6>gKEF5yN==(Z@^SSJ&r?)*RR{ybwbbRGcn{Dden5cWgJU zkiD#8X9B~p9)MwjwclH0Q6VJtSpzwb9zAMVR96?6mI%yazNJ9I=*N(ut`Z0Dzdz3} zdI!Coa|Qh9MW0~b^{#gXxX1th_YeNy4@&vj{{O$Wo2^IeLEDqjj%L`lz9!$EwMmH$ zo9^HeGPLU_(NJRN2EU>G9*pkL2=Bxw$_dj^z;*(}Svsv254>|j)Jc*6*W~ap02IO| zT2{<-RXS?2AqgaA{4i1)GK6SIDfFGIfU)7h;0fE2>(>Au^{7Yr+w~qaj$$2#apcxN zkHk1DD!0|f$)ocmTc{okQN8tJZ++3p7hV1St8e}6@?TTo}yB@@zumr#xu9sgSLs{_U z#%3sGZ*PxoBBD(}MQzVo!RxAtn7F7A&tzF`o_&hu%?poOvC++x(LEMb09A;akXDqF z)DYT+m)vwgVVx75+w)^=}rSM<=x#~OC-0W05h1$G9Y0{Q_h3DXv>1Rs4TR; z!mzWmBg79zW2S}Z*p@!l5{4RZnOrP}to*fCdPPkcShQNR6oyR}_yv0}IO~&1SpZ-m zd9=YpVw*Yghi_gp>%LkdL}cM%=r99`L^d9V)y|U>9+;g0GgByC2o1Li3OtV`Tv;bn2wSVPs3@Dqt$8oOS~c?3Ta3iKWkYVKv z*?8$Es&sRVmPb@NFaRfyv%)E1n3IQ}P3pX*B#gTJO^VZ{ z?DnWz3_|s=dBx>cPKs#Fx5(IJi3(){vo{IhV*oJa+M}z*;IGx8VsJ`C#g-0S^HU2z z6#!DVLM^Wp0w6JiABzqqiwPsz^uxy~(Xt3tE0{~50nCwSR|3HB#BC=I zz5CESXnyO)-|`uwx%(g?9l4Jdz~;hV&yhk~$Bo6~2 z84@u31c2V#+k;`$c?OT6DNBq>I+-_ab$vss4+H6gzkhYk7p?>6eY^thOy8;b$xnWA z&br<)UwU+uQCM z-KXcQpMTb*4QmhD_)dd1yX|S8a<;)|Q@45B;BDd249CSBFWBZZ-aNs;kYGs4QmC_{ zp%cv6#YvEGrXz>s5z;EbL-X)+!tki53O|FBjnFItj0S+`cOucwPk2;BMW;6dZB@Rp zN_}F8O=8Ed_m2LoleY;T6;bH~C!St0WLXxR{1U59|4NK@GY7uUFD3{Ut`+SLmgUqjiI7t$pzb| zz&9^=CD_<1jo*-86^4pzPOYl7>F1OsT?35p<0;p$5_ov5XG_N>U33gF^R%zyY}q-H zsMTdEMDxfJ%@d4PP6=}nttE+^LiI^YAz_faWH;Y@vrFLAl3T<4dJe2sD^Dl#Lq!5`aq5%!NnvCWs>KHtB?3m$-U6xuow(61SBxXYf z0A}S{w6bF3lr;>&=q56pF`yEnWf4&%gp<}YnA;ejrKle;03l9Ukh*1alAJI$rXd58 zhGZ;d)|(%dyCo{H38{rmw602w(`3PjicN>sBtkG4DX2IB);h~x4k-k~UrVU?!yugF z6u?je_qg3)P__QC)g;;`1%ORmdOrAxmI5PGVr@%DIL?rqbG~U39!A?PN~;7WMM#x6 z;lZperzkK_u&9L4lKKRLk&-imCXjSlG+2aHWLv9vrZ-Nsob{QO2p~(72w|EjKY^!t zWWhKsFTC(VMo1xeb{<0$C#d*2d9*=z4Dm2HNed#>i2+|0e<7NuLWM9()CsU?rAx#k z1RS$Mz$!M`2q8u3S#w#CgcF{j5HMjhw%U)pA$yv(|*?v?vDHoe8B}fMgW==K( z6+cc_!G0mY^wPxI2Ef>PRPp4J0?9)wC!Jkyn475~gC>Eo&0;oLizZsdLbMWV(!LbD zXReewXSD2e_p=_FvJSOc6|>Gyca>WQB>_kcO95yR=E8}B#n!~fgM^3P-Q9I=!z8r? zX4sT5fMK51)*Dzzp%#HrCl#``M{hZL#nu%My81!)TRuMDPa#NOc<)>SmeP!r(0p@| zj+yS>piM_Jz?^Ic5pBi#EsT~ay_lGvO8%T&*N z`72t5fDgX^yU!Py1K54J0)P02e`ve;6VT@@`uyiVzfZ9L@-P1~0B@-|zw@2%j5EV` zhwp#?`-{H*^{?Lyc^CFZ%IE(B=!*(=h zTa~tXiS23U8WKm1<4YEiB1DsASD)GVLiT&-UfM7i0}Q|!6221;%o!4_Du#-dz7$(e zPAOGq#Gq%eG_We{sosH;Q>&QS4jcw>vLagef{>zVi3wUpRazXwCRmjU z0aza^U>KfOS4D(E3@h)J@ObTtuzSh%tRZagzr?%n_$@`Rz&(}tO~eNVf}}~&qC}!6 zm(O*Z-&9gvw;Iz=&D0NPi`?}>!V^`q+mF@*PE)4kq9Q$ErL&b_s7TCLlNGWc{MJ)f zL^K1BbfFUI*1w@#NOPf4Ss7qd1VA~7JZRh3U?jF|$kGkflEvuSfr+BEwnF+rrJ^~y zI$-t5fTW3vqD{)B@!{dR>#lqCt6#mdv%@Khhd?SpV=%N11UXOhf@Gr=t>}CH`aKW0 z=>c<>{{9DkUnkOa2m{Y1QcSkFbHYg15}QGvJbBXBOc;h25??G}NBk1HW!Z_=#bgR3R`P44C(^_(y2@yz9n1+!wWp&ZkEsPO7-4!eD?g)JdFdi2;PVTZCK@5;HJ>ZO%{;vl9JmSRVsa;fEn|>k5pN zYXyj*P^B?5XbgUhx5p*Dvp%`{_yLbl+YC*TrcZa7y4k8;18m!eL~aT&#AjVoBSkkg zOd*C^cy!gOB2n7&>-h2Gejw106fFx_3a7e6C<8wL5`csE-+jKw9Ki0&73lrf2lcxa z{nod>^?(OFz-D~bv!1mX{r7+W_lqvNh~MvoZu;4NJD&g0p+o*4^I4&Gx3}Z7{)eL< z|MWltoL7>_Fx;ZJ!ohf65E{Ju5>2wuo?V}#PP+$rUSR%+0Gw? zvN}lH_>qVT5zewY6KE%xGX$+r=NKpcNZ6cGRACb&O4FDb^uoIy#j*g>;c0@LGYl%j z%|hBX>>vdO!%6({D?b6Pjp<~qzkH~u+v!<)oYEzNsS+*2Qu8ywgl3TyTDcchirkui z$W8zKo0VQMuKB<<_%VbBLuH6cVvEoOX+v6+0RY_PqeFJ-wZwpAR9#AadJ-u|OhHA@ zG9GVO_JWsRpNDxgKzj`Fi+V_TD3kmM4U0w_H5PBVpj-QQhTWtHP$I6NWV;qG?fV`DuPy&jeL|Hh&Z3Aw?xdVqX(Q zYcGSXC6{SxmAFu^&s@0-7=j$K^m^t5(B7nHo2-y;yWeob4Ud2P<1fGbazDP}Vnx#Q zB~}Yz*WD1U#>NlXWNEqY{P;Vcdi<$R+IrF}KJW@D5=r-1{ix1>#DKqaLk3~U^2HF1 zF-R4qtkYc<6DE=-Lh}#}s0As7!4FK=DjOiF6L)F%Va@=+imFvQT2ugroD6e;VMM|< z3lc2+_|GG)p%gsL5fwcC${`V=MM+)F>^hgsD6wt;5}gu0 zSgvg@$0OnI?qU#$EwT_=4Tz3lW5X~;>p|k$#d0Y#Hq(LmVKQhKJPJh;r{Q?ig_l*U zv|&>Q=8vC~!A}!QEfIgK)DGph{`_jepE`BQ5y6N#Dnl(zIVB9kSTwY5^{V4pOD*>s z0iz4S=ZOl8QRhO<)C6;i)(-%imYXqc40#5U<{m@+rzH|?zz{Y}%L2fIoMu}bBmtVc zP$Xt*q1X~R^FwB5#AX)Ql;A8SOexX{0K(=1lc&zDXDtB`w&?T#6VGsNmKMdCX27s9 zNJmxkF{mPOpCYllMXr=?(d;_sv?T!TKoY;3h`O#F+p}BI8W4pE94wtj3gp<3+EbCC zba$+1!qe)t0yDIEfA9Bx@7d3Owx5w><8K*hcJrMxSwFodE1`PrF_cgjp7viZ+6%sT z+ZRiHey9N{M0Gv4!p(6Or@M#_!@q3Z_1@;x4`KLrFeeR=?cNK(FIPW?iYiANLh|dx zQ&n%zeC9LFOB))70f-sKvhct&4BN8+$-(>YPxU%;0KRWlp!eU$JmxW*zpktFfBn~g zJ?&{vbHg7#eE9Y=|M}6h)b9l!I&|nOU-`;7efRdl3on$iy}dooF}&wqam5v)^pAe@ zqw)9M5ni{)c`uB!-hcb~=j8}kzXoNK+LG-`N2M)knT>kSEh9>%}^>%V&cHO$#`*ivvxi3C`p9-Pt)oFN%P(#d!j+OA*!R>c4E6-0# zWWd)04`#K7P!wlF_l!`9)>(>B>5N1=uyyvP`N~(m(m~`vICkuqD`;U&kU&POe>S|K zdyLFlRgoWt80Ohrv_c&t{I0dGuD$kJjkypbU_wo;wo&O&t6BnExlg}`s#rQFupwA& zU_hmRhC~`>bWPGc$Y;JL$b*xx0nh@-#T;SR1xz7+8nVWOz~qV&eseLDNMLw~u4Gw2 zHil)D&#ZF>9wH@eojU<=a!Mf>M7zXz8kSN^obZrz&9n6Yql&Ji^R$Bi2By|b0iY%U zSuqkZhXG36HtY_KZy@ z+v2wZHHJ0@6?tfY*+D`)T?>9T2~f9ef`rb4q$QP0G+-EmTpmM4)wP$y;Peg;2XOYzs+q+sT$dIk?3 z9-Z?fJl+59XC9$2z>uZzXfHxGsR4k5N6*p?+3~=bYz&nMtV2$O02!@``}x%RyCmHnQqqA!WXnZ+I^T;A`3ETnEAanz1-7=f9`v9Gxgj6=(1-f!Q-4bR zO>cUWzk0;!z4)L0>7UM7(cZt{f(tIZ@WR)Fay6hgTF(+0^n}1fQE|$WE~Q+wjE{fn<5!%x;t}tC#3e^B z`SZX2b1=>%BoAiOVerI^aC%U&qE!L5fNajRT%wI8xWZ3=8;GYYv<&T;qba*BJ*itg zhIPDk=ou8?kb#S2QghAX}&s@NA)$z16r!E!Pyl=$@@e zESi2$71AC-YuHr-$e=BqPIyEUoLwfgro%}ih5A#|E2?wQ{8Evjm_nI^PAu7%koYnzXfc*^@$2#rl|pmoP@194M`NT zhWu*r%VKB17y@X3F)8kom%Z#|h89N;05n^5AITVKvGLP#8C_pP$U10t4QWHnq^p^;n@uzWXAEEfQjohYQiN2A1U@kY;|G9rYt`-D>8Y|d zvMBu%h7+cWat+58Wpk>i2kXFNs5FmNVvNl%+S18lsg;2>gN60c0+dBZ#S?fc)}&}FU$-#jmKd!N41ZKgh;H`7AAjU*1}c7F_pnx* zW+ZijBm)e_ki=6VHfhlc=_J}=R!A-<19%FpWD9?t7`lkA!i_iH=(5^b`XR`1-s2Xl z&$O(*RH81yz$1i*C=^VGgon0z+7McO%dsGZ&BNbH(%9s362kz%{Ol&!903d?H{~^B zxoH^~;J3E6d`^Dylb^h^{si2Q-FR$yh9NNN zu~N6%W7G*lEil@%@8rpo_@y@mo%Ae|E(#;7^NODh#(=ka&5N$>v=oLaeotY0d)t?= zG@~3@`&w*K44cE&N=OMkkc0Q%yS}p=czzyMz%T#W8ZUXtOMdB>e(CVx!(N9U{pd$O z_qosA+uQr$4}W-`4!`)tFJ681)&6sw2S511kA3W8U;5IQe&GvWI1gUPcYz&`eu(0c zk9?$Bjt*ZI{@(Y#cmAyXMDP0kYY*CY_O%z!Ham~4%4t^;d)5vGa3BQecY%2t_DP`K z%|qA{8BrNJKoBxG<21w!K=U{jctks4`nUz}RN)r|b2{-jY8nc0#-l@2v_f=;OeYcm zkCPLCNI}AgN{Gl(mk}6-$Gqav-nYN~ZQuW8NJJ%9$WRuWN3ONAbMRv{~4D3rikd6S}*1J*DnWbI|pvON8L2Jp$GPXdz?A*}>0oz7@F zk>sqdT2;xpd0Bx8zg!qdGh!HaCm6D&__1dzBg7wrEN!!0HJXHEba!E{G?-9@L^%l$ zVTcY=!+8oRhnx*SR8(C{Y=&X$pCJ*xC_uecC|WRLB}L=cOug|-tP@~>+Ta;NDZx}( zh}I35QHKMlJwp;FqxEFe5`UpuErmutSz2W);R~~!T5K2$W#I%c3r4mN+cDpr?qaz> zvW|W1*c1Q96Ce5BM_#^t`N>;P){p5k6si-2Al;~pn&D^HNhx9IS?2*rVQbirTD8Iw z2|tm}X=n>Gq_4r#uWSnCq}h5H0MDc#;a4TR-5PC9$U=q$hE}EP3(N!0;7<#6W5|W1 z2@;Fu+eVH8pBDUHi3R5@D%WQZAs!$2n;j=X-nrC#0rD8irRQp@)pgMl7?BR(Hqeh~ z7eYD_<*E4OfjHG+J392O>VD6hpE5wGoM=TOfz%Rbejy||BL~ZLLGg;gUL2zz&JNLE;@f`={#gTR8D``a0s9hlEuakAf3lS!Qhn3&l8Dr z#__@y%>xqyW*(B^v`m~cdgkxIVasJpgk-;$h&oGF9X$8jO}ZVEsg%Usi1ZXoEI)p5_7rUv8YJ2qFy&}bf=wr)4Xvcl zy=+(9`lEF%4AFK`*zlxlYN(bsrWd~Og}yx@T}$ER%4)LnXfV`<6rIpWVgO#cJR{m8 zMiDYl@kkG8=(#3}gr_Ri)c`-|J_Q)RevoYPOhvTThYVqb0BTHD0G|4x6Cq$)ZeV_P zv-{|6AARQs-+A<}j(XAaK;*QrqUHAfi@EzmhwK&sRSdxR>4Ys;v>|*m;^~g9I=@z7 zl*7Z|SH)7;*WMa5)9hr)jh61-1ICb(2Sc<0cna06OUwgM=la1+>X4rY(oprN%#^?= z?asl*hNSD9LG%XC0E?VKUq&L_ISk@-xhr)@rl>iO!?NEXrwESE!UGt%LN| zR#YeqaO4sp0f5`2E%jWNV4MJb(}d^l1eFlZTRw5i;kO;0U)*@?(Z_z~e=j!=l5%UK zwQXuVx@x9*6m^$M(Tos*X(bs1VcOM4+tPteAq)UgoN|?h5lvJ9Zq|$#0tgYgG%)Q{ zgz>fCzyJHc=VuelrVNlxL*lW{jG}cYRF;tGNa@e)6s27PzaaVYm%se@@#8q*VY*%j zch~R#)=Zt$l|&cqGB9#wclU_5mQU}b120Ho&yBLIIz z>pU$KGZ>G$VCu3Jf@e>Yz@kEADX{JZ>HIvv*$r3Ja>)p!C_VzvEZylu+u-n!c_tT?5OEra zGHBbMpQz>22xeI&3aJH_mepC&X+wiKH#$1N7?EdpP|Jm+)gnU98QlWYn?o4FqhZX= zNLTe=O91?MIQ8uNzjxemhY;Z}U6euV7MnJldrnt%`Dr2@Kvun>l1_LuCY01khb<2S z0~rjes)#bM2{C4N(MsV2E^+EsvFaE^T~<#J_&Tg8yz9cr&;z`o|0&q@@~MxF+-G24 zJ2hEPA^;PwADUDVKLJ2RbXx-edNTxT%0-dDM-{Coa#1NQX$uI(8QwER8|-}wX43?& zv>w>lIJ0X$tzi{am!)U5fEl_9Adyis2s2t+c9(#m;dg!PT^GIkqUBxSUHALtSO2mf zk!p^$jil$DTF9f4#imIl)vA9Qe--sGt{8G+lXc=%n`QsnYfLLw2(;AA6Y5Ih-Pi~IzFEW$~n zV(k3Q&YM5>=9@op^US5vtq&(!40>ia(Su)G8Tr5&%*swZR4}D-Wui5sG#R7(xkhMlGRLuGqmhNvH9=+cxKJP&MC9S{`CESIxoK&r#^G4q7rq&*1zhi(9V_)Jyn`AD&mF# zkdj|k{nKnnRCo+wbZ+Qcw=!KdPR#fLctl~sv#VPQTVf>XN&ts6l4Fj;fz3r61fEl4yIZNl1%Q+<&RwfTjlZ_2n zBK*mdC-?UD^h_!jp)4L?43S9Zq`_K7QQ+{LM3hL(5Na4znkP&FoE2?J*#JeQS1}~NTE6_QkgdVllF~xJD#Ei{v2xed zS`LR`^OfYPh^nYzXB2=$ZJ^>LJUW5ojM+Mn$^{#HnndDekirPhPy!WBJc?Qk>S|9u+yD;G!NZ5kZu>Zk=w;QgiQxV8(6yip3|4UZG54QBmT|}hau^#pdB@i z7oLocIQ}Z4k|meNS?WRHs6ki*LTpjOBexFa@{^j(iAsBHe&Bk>z#oJE|LE&q|GJQ2 zb!(>6PhG~5BS#!reo|exJYbwiWF=DYTVYyMC$l(cHQk>irjfvr3IM&6x!!Po*uC-Uw$#_nzv8 zFc!zM=%*}+gpI9+T>>P21a$LV;3Y?1;%f+zz~kw8w`MP@g`!odV*R*t!tjeCZ_V4Y zwNXD{VI=BjZmJr~Ne8BfRu(Cpj+23be@ftFOH?}llD0|>ixPI7W6-UOWi?zlwh&Du zbsvVQnX+gC0Hz}CW?=B_?(TXclZX(eqE~<5>ektxiM#$I*Fy?fXBv5iuDbUaU8DGy zcGrU&26Gh$e9fEs9ahSCWq zSal7{infZ75xPBi3`J!TMtC~HJhYTxaRQgvF4Gk%XY5LIw@RzhHGk7bZ`!=)*{42n zN*cgafi!dx-58u?bM*{0Nox#}p&vceXU$tcp}J{aEot~tXm=@3QwGi-13yl}scpiB z=|bx#Dh%1O7^092GN&aEKL9GVte9LJuc7Lduay7z()x zjF?-8c7YH-PlXK8Dsw**VbeSh`;qhn7n#Y6>;OQ$HHxAsA@1b_%e% z744RY#2wO|RtcRmXl%gkaazj2*kq^}hN7zX@GWF&8G69h&SGd!NN+TofT?Jhhm8Zpqtuz0*726cRV3ZCY z6+8aTiReKCJcLbTsZ|PtU!u}zm7|*rK#3aQ5i(>DJ=7QssTm$iWJ$sDNK^}e;kwZL zJOE`iWY?IXbo>lbZ~E!l@k=BOR2eXsF*Kt!zI^^MDLToPl>x&~BbgFH(S}jf?V+yW zJ_UFt$jEMLIy4=e$|V{=+Z3`@2dK9&7@F6*7>jD@AZuRYhj0DxSuX<5cWcfufgj$^2?oD? z+xF%)iWL>gdwH1 z%8o4<;TC8>MR(0&i{q$!({cFd6ZLY|bC$GehN@>Y7Ol?>eSwxf#M(f{9d4O9_ z;D#MvkwEG>o8!|*`wuDss62m4^6`U#(gkFK?%i4yr z@RU1Q7$jndBtX{%NlqGGsAz@Q{4j@2bli;sy|xguIrr?Ll>ng zY+!|AWAnh60!?ZjSOcX52Gb9%oHN`H{QDua`u9w9w#(I6{A^iC{0?oy2!WT@*ZE4R z^vteYS_3WzK+H6%mb$hPa#{+K-5tor2ArP_k0-V!SXXiKL$Xb9XJ?0j0ZaqKpj#fH z3?U3SrO@Qy{dYfaF$b7~6}WdRaMt^;FDX0mY(u+yHfe_d&65+ro`nG>?R`#$vxqoP zAPviP6m-hj(L%Is&g1yPW5@=^z#wvw8#)#kX@K5;{V0wT0>p|L;}rzx<-IgixtM8%o!b!`u^451e2+ zM3~eMWc;0+h8Y^@T%{oiLx@O6PU_jig2B%tohVc-kI|Nn<^jVqA$Wd`(d-!1U8^mJ zHbZY2>`DVL=-BvUfD984PMxp`KYk)*ZE#tfhCGlkhG2$zu2qC_8Vb4e3YFCy=?H6} zd0A@4J_WeBSBQ>ZIpl?0Ursj8x)p+?yY$nfs62hoOgf>P_9!gPCa?+4{4AiL7OD)+++$WI!%G25iW|VBGL*M$KT5 zOB?E{x&VIcdET}%c5dB)5vo;eY*LEc+S4tkC_j%jNGWt#jH>6a$#%+0xtxT7kq}u( zrWPasKmINXPcWLtbh_^J%{SkiEd@^+44V=a!Xq@Z<3u6~7KVon5T;JjLek@rrO$>I zWJp3PQDaRF)jhud>O3B~pZfHt{^-Mh^ukjw{F4v=$!9*hY$&v9VPnv2VE*dzv>GiJ zOil9J4r~oflWd;Wr^SqijW$A>jkDdDRL8uVD&a_%T+OEHa|@~ z1*}qF={#Tzo`k(QHBL8wg>+&@vng<@3(R?H{r`V?^zWkJOVw?`O}D~cAF2c8k0 zQ3-w?w2(Z8E*zwC2*HRD8;s;pcbG$-p3<4SP81bz%xs>f5E2y+fO7Rf>zPvs#!#+K z01PXgpC|ramyqx`aSXM}s4+;tup=E|oNOY?P*fF$Liu?tyJ&(IpbIgb81fqmfk~&O z%N^!Cw0^WFq#wdg%he zAq{y565ngM_S$P7{_uxidF7RFc*7ffnGvV*Y5sXn(F3&7Qw5S*` zkliZzl@lrjzYxD&%pYK9XNRq#xzjlrz)gX!7MKR2!g=ubukPJ@%|X_|3hZYE&U*iS z!V{j*x1wxJdyppWVtdxc^l)rn_l#}}(=fI$!``QT43M79ZzD^DaZK?$K!_nNDm14@ z1_t7+5OoIX0hJ+P7~)|NFaXl;p^PEq*(5zo=ZXG#q^qk#HorE~qMSsu$ugQUjK&OU z6ZiPI^UgcJ`OR%Zu`86iX&~mBB$yS0P zok0_|Oc{Wuw+sznlZ6C82o(<-GA#>iCQ@TCD#|jHo*fUQ6uG2CU~HTH8^UOhAzDaR zaybbDr;sIu1TaKsUMlhs9xxay*(U)*6>;WgOT?EkdhA^Mlo-^iuMm(pa}5n5gu(|MlAsz57rvWzTr~GklRm+wiS`l-_?C!zovk z$KqJ7kesI6Qb8?J!T6)OPc0>3{kCRq~A4aGZ<{`16WdmSlL}iYB z;N-`^NlI6!+_Dgs1u0ZfoQ8E$IuCwY&-sB3iF?M4jUPZ=1}6+DMTxEvZRs%F8ikp@`IuB^6Q*2tUU$*m{4qt+OV&6$R+>@PG20e z)HwM|p}iga#&7(F9?+V*1{k%W1d%ScCacI}$SDe}ZY{}T^G5<)I(!wY0@I}o%n1+} zzV=Gw#76MbLi!hyC`2SSM8cWB_V_trqS8Q^sPGtaYLy|yt-{FwAPj7ZiblmA&b8EX znB<{F4QV2UC=JGmmNSgkF^k-$Pz5F%Kt;&5LtSZa?PZxeLPP5Y)}$o1=8k;IUwF=DX@1|Lw6{46LI6&PUl%$~hx{D zQ1FqS^w1Me)q@{C#^`~G|H|)m-|v~_H!~o+6MOXgu7fM<`mE3TtaV-YeP7@2z4vCQ zXHnm^+#W&a8m2<6B3T>;w2*vGMP;?Ox>9$QS^AXDRIxK0xg{dw zAW&eMSHd*2QX*A{^WkU^i5$m>b@hC?Avt6%kWOS%`fy}pSws+w)taK7=;Oza>rfU@ z3Ia7o#8gTvDuj$+IrxPXjTXXhrRwSvxqi04|2@oG%$Bp=feYJ#bKZab|CoH;@|^a_ z&mq9^m@^Nl=enmJ=qWZjPk^Gbgoez48=WUT(Ukk3>|qxbVmoO3h@c6Y()AQ+W{8&gif zG+7lZCvmLCELrs#MQsT3Ax*9}WZ_TS$^q*K&ZlqG4~~{158pmOW=}8~k@$4_c8ZT_ zDvJNm(+}PLpSR!l$bG(9>Dd>I#AS*0{)?|%`(SLt?U;shscU8J1oWc$p=5_zx?$I{PMeBe#e7%h~l(NU9qHqbSyapjiWJ0JDDJy zto~(*8WE_~-XgaevipkFOi^Qfa+E`C2TZGLHwsB_SEHHM4@a#UZX_aikg^&{wXw1k zG9vdCoiC*kjhU*&k;@U9Dc^ccscD1Mj6yWsx6{CLI#Sy3_%0$fofxGvOHkT&Auu={ zIH%t7(XM4n90h`WDUs1e8CVY-tJq!tfmTr_1(Qw1nt`}XN^oR}@~x$E zmL|%gDUHK$XzH1WQ5Ne`!ja(+8?{E3&shi^vK&SsCqY>puTGaa^%%ax#qO3H2 ztLBgrNxL{N*s@_@p$z$5FZkS{>t)O~Hss--x{EuFIDNQBkg^6==#2gmWy1 znyAeu2r)Dl;qf z)DVcsq9(*IT1A?*Y8n%P<>PbkA(#w8r!DQ`Qf|E*J0N6K8ts4d{wtAqd#EKogb1HL zKd0?7vfAUI>CLEB#s?;-D>S*LZ9*e5oR5jmNnZmT(ag5={!6y4;B+6lD10zej8O5AHS7i;<$*F zFlIVTx&A53s+syUttCB30md{6L8P<%+QV1Qe{H?<_|9YBc+A3UtW_i^z2#J;%>m9z z`HXUlQrZJzsDW5}%|AJr6l~&O$O`lm{>!L}-!qcJ2G3B61 zsfy8ZT9*_dMHvvs$d4o16uE{K;!A-WfylB{;S2F`r28*rZoKivcBu}9Sc#hFqcMnF z2GMYP#fOM;IyR-y8Gikjs}s0rYmvfg4*_n9ph*`6CzL+ad22K60zW zVf+?YiD_Oxq*60t3JthMmOBTy$}9u%XvR7;A|SULZWt-i^ei+frZ_CYDmE619LGqC zIL8i`5{)2}2o%)`+=$Qg&o?qrW4G2Y{ZsIl+<%FmhWVM;M<4oV1Y0!KtA)?m^c7X8 zRV$Hr3+HpDPbZtJh74>8sz^t}NyHRLpW}xZ-Fy4{`*MMp5o~51`h;D&Ih;x9C*B;b z>Y?gxNGpZ7AKEl}rhE=s@*LIWVj6LhGM2(w`Z)X1kLGkb zefsqL*LF4EaY_)=PtGl$qr~rj|9k)aFWkbb&Y2&rFSXatGE96@DJU9V794_O+DIxw z?Uhw0+6EeZ*5eqZ2=O~J6E9?B?G=tJ90Y>3q^p|mt6JrN9L-dbBbwD=*Bzoy9J{Rz z%6uUpTGpQEAx(so(Kz}M!qf~T4n#{vhNF3erZ`dt{Bt+{Ay(f}5jMLer3dLLNaPT# zndcj&STCKnOBRO#rOas0Ng)fh3f&@TRh2fRvF7U^(i9V)xDi54hg%a43n#hO9mSG0cMZFPit;Mb=ypCeaejN<^YZ*-LA82Pgb4t`VV z90#WB=pU8x+{v|j#?5`ef5Asg-7&f8)B{{PaIs!-C|L5|-kv+Q#il8}s7-MAbR!KYmubm916fF=k;6&p z!G$YYKV&u2y^X+;#i%h-d`zPdCXnBCluOwZO$dm|=O`-5O5EhAf`edzve^FqzQ>$0 zUvHvh5n`Is5h4OXqi-8I+u#3Q*n7=3Yr6x7*@1K3f8X+!w|HhfeI1)~R(L`^jGZch z{Ein7EWc;g^Bc{G#ys`RcLu(wXPi_gKqm&gGof73&V){+_z+G^?KwI+C8{M<^?I(K z5~+1enXYHma{O|P%1uk1MLvu^``OPPIdY^^tIuo7(? z+YMm3oGRiV069Rt*%_KZzcqkEX2j8?#tse+RB=T_?Fna&N@TS#XK7Qk5~8xoZCmPX z8Zgy^bTp$*+IBkl>GPLMxSDPm7mb6%@=d83t%X`rki?1bjYtI z-jNuywo56iWh&=_`h4svbm3Y)8fQLn@L$kKS!4UtVvS7mq}pm6wG`5l>P8{8&=8b> zG~%#jN6v1Y5Jb2AHCKtqG;u840_hkN;fTU}|5b%y8nuMOOpSeU@{hdvaSi=AMJce9 zWpPBALWQ)U1RtMr)h9Q{$VBzeG1f^tHqCI{4AnxjA$*|Q02899a!k6ZC@H1&1F26w zoTUcOOr>kp$VWD2Ek}rEY6(K*LR8cMnRh;kB<30fU;iN>zJ zD3etiDwd7_iR|wiZ@u+aU(`i`$ne>RR##SIOQt{jCJUbdaX5Ey6o`?}@G0orxYYaa|Mn8$l(29de~0N6*sabd zVhopM|J6+y&VY;poHgYXRZFNsLL5?%mTU?{269p}?Su?*W5A`b+UQn6D;>=nt6Rua z$XE!OlRkw&BTKNN(d+}TpSe-vL=&ybY!`$*@$D!6@bY`l@(&MwaQB0lj1H5|$JA2B z2U>-wZ4srZJyAHnX;){)q?+c}So(5Zk)`Uo>eSrAaELu&KsH(SHsmnlveNaO>A9$L zQu@&?hXwjseRqZ1OzECeKBg&-axS_oh$%8_HzKq~J`Ox(Dc!fGLQaxbzVelB)GvSe z%RZ;H=SLQI-F4S>*Ij3Xv?$BxNI?MFgu1l~B0$r&h_4ytRKc$|xuQzLS)J&%sF8@V z{zW+ifid|sD+HkynV@o%(?OUloKl3QoYDvorgN*1%dxj7Po5Ml1s{Q$Xg33nLY3yj zMRD*izx?vP3^e+>ewc6dTh4X|wmWc`9XRLx*PmN>68l)`Y4xN#E;=zh-OPjR@bMjn zzj<6poD(1#jzkZ#_g^UtPPRvz6U_*b?!+*9_Jt(I6oN3FD94HE=-@amSjPwgAE6V* z@kIeB8m_$xIbnoYB2pl#`y$~RU5hf#M~@CQPY|dm@-Keziy!{*hkk}xxp1LQISz3& zDP^gv6FNf6ZmwT=X!@@cK0B1V8)(|M`LW zW^(-_*W;_zViD3bm2TB7+*%lYm(@yhAf{GI|Bxo7wpHPiVoIoM)Cq&o=g>6rAsmVP z0j2v2s=7X@bt&QblGPKr<#!Q9CV#?wJU874bxx{ZkM9Y$5W8E_vgP53y{B+|Cjd9_^km`1rwmJiLyH3LM0w8l8o2E50L zAkdUltK(Cvv@D=0j?VLKAVesOuU35mF$+PMEG=<>e{tk5=7WZF+gESfOs8y_$e8## zuM<9+JvVABoUCakg#)P^5ejlQK~s%EwCaxy(viYp#QBsZrZa0aeZe0w$r{sx7fe-@ z>(EeClz8Q;r6|ObO*PEA3E_Mq0 zBraDpA4t5;mmN8K&>;jy&}#P>9f_0?gm5Al8IT$>pR>EWn`RYTg>+G!Bexa{;WHpa z%J%P{5AznYAr6)fF<^*iToj1e z%QB?nH;$-hoG)DoQzMQM&Jv7fB@J`0Xf8(ETie#)S09HM?dItrmSugQGzBjjR|okt8Qwc5(nU=--+%2Mn=CyLKYsjpoGxw`2!|opLq5KSt76oTsgM-3Syw(~7oCrZ z#%~E4<0mCos1ii@D!R&?slpe+XQQk%>jVJeh*rqR0`3R6pp2KY7Ht?n|JN~A+X z7Ki2F@I?p5(La&V=WO=h{;V3$J?M}~3K&+WD+bhw>GV^dI2=*ds>jiuwTse3(jj|{U8TlHZ z%x_ABg8Qx95`m(SmJif_rvY+))r|y^)wL&>T9w5YqJX?qTCHfZ_z2V9>`$u}O$Pxo zQ(p=4>Cs`If8z5mz4xVk-2Bt-KWR^>LWx(%!h!gTa%N8~yf!p|k1VPpLr$j@ex;YH z>pl|^;tRQrITRW-FG{4kowu#1(bo*lA&rhxYhHn^QDVK(SJ9<0S_0FO9cXlEgp5o| zy-DP>OB`0)I2=)-&Bh=RfMkspd-CMTW5QKtE zvH$gqpNhZkf!AI7z@;}nd}EqZeXg1;p&FGsOfqS=jh z$(UxN6ctmTj7*9pg1qeD`V>RDNpxZpOe<%s7QBnXA%!f&XLO9F+xOoKd#~AMZFk@> zJ8=H{uV>lg=^XYvb{a$Y>vMVLOPvR^=bhs;;Ctj91s-QU2YK^c>RoSWvY1C6QaT?p zi5hS!c6xA}qJ_#b^_9}!&+P5(iPof%hz2@FI$-_Z4wUTS39y#)C*=YW+0QNoBIbpB?-6=EDT zg-YQ-m z@><0}%_B3kdc$m`93WGRiK0F5tp_&WfB6qQ`9Rl;J|n9oCec_Gj$E|v4K#}t;y@@L z(kRqPmp~Q;eFBv*t(>WH`M_#H`0axb1!^_Sm+o(#{VS2~5Ht#yY~6rAd=3iPF*rw- zbWGN}Eo5?)!xVy``R4Gs&wb7xmAOpPMTLy{91YYATv1s<)q+sgGlQ24lmgeV1tRl- z2&SsE)umV|GN1CIa`t;sb%huOIHc0lfEqA`Q{beJNr$gt4jMu|16wr?+>Jy>B7+z! zWNfjVX{iP*N62mO#K0#=1V=OjY7(a@pQ8bYC38#_HDYQTc+O~=wMHd~NHi+MAeH9p z&@@fHo5bU(mQ$icOiLDGH3p|?5QamcDx$KcF(o8c z&e*D@Ba~}QS(Lrtm-DJC$Jz>Gz6(K_VC#Zw$*3r6S`{22qjJa`i8vf%etc7_V?eo) zg_sLhGx~4s_9PKH$fA&%aoklJIOT`{D~ix6OmVz%xCa!a%rNU@+Czpn<#QCm=cmu- zn6@nlWV-_uH5DaWio2zsfC)irn1B&ToK1%|wfj2E?a8hqWiCPoHjeA@#4E zsYK*xwn!VIrs;40``^R7#cVm-9k{R^IRE|EiR7tVKckkfjy;}6&o%4Q*+beh-pS@^ zg*!=dL@_KGZgqnWXGdVAFp-qeeZie{_&6d z-3PF45js*jJ@}Boj#;>cjG!zW=JoKzi4)!_kUPPQjIsu5l>#4u!=8Qi*`NOOr_^xj z^WfmXN0ktS@q2}|*l2Pw+c!uX089-xH9AZQ3o-K1SZkTFZtV}# zRjWo$ze1*68s+prL=<97R=IQfscmWs2_g8P$)U**jH&6l)p7Dy%JLb((fs4zef(wj zylg(~{E6D*-+H`ODIlm~w3he^wZm=$+l$G87|~o%j?NEhi6hHp)O5>f2`W;?XE3GBJ<$oE0{NdBFM0 z{;oGk&B!VpQ&#&~NCTp9<;Zd%z76_ngy1=`nP z7AcAFIVy4x;1Z2|Em>N=+oLEl1udmOwiFIB&L6QhhZHhvUD6>nBbPXTmdwY*VWNfj zobE=~h?Ur#X(6THv{=!|v&MQruvk8tT|%o0GQ{$MqD$@dGUDKmS5r`CQj^9_Mkqk6teZl0O;6=Js4_8dZhQ$6Ydp2kOZ< z<|rvCThkEl!G?~ImJ*~|RypY;7 zpok7GrH2n`Cr)aY^wW21k0d+D`_X-A;n=E^M5Kw~=1)wgLeIcPF$*{ICh}|itg2*y zI}4pF>ak4z>s#j3Tj8Y?6|LwD{A^;hQjxEW6nBaKm4jBj1NE$860C!fv8e!P{<|F5 zLZi`DM?vfpI_K+nzR-AN z%ui<0ilAyHo5VImC6JZgODa_P5f~AtW6c?XHqqTCTN~d`z+zw`GwhDP9cGv zedteBRLWL!bbjMoopyb}+}TRI7ACH$_`hHM#%tbvTUdVYw(`ZL;EKq1<1&hWp{)oj zw-o-sS9vo6*fwiWRj$8?rzS-%z!4wEYP3B+xaeqUY#|$r?2Z=6wzSyX?=pMF^S+~% zl~LnNO%RIIR9ILt)MRV!S#ZY77TW~e{f za`-*_x9xn;P<`9#xYdJ7#HWVfh4MR_kWn*DSsx-Pg-rc28yzU?oMe0G6}Z@{6HvRD z-BTyh?wrE*GVQi>jh!Jxje+@54N$%qh;-QNm?KxNEzK1#wNY$fUIwU}xmCk_os{7~ z&mWUIY~fD2+UXd{49t=B;CDkq;y(uh>y?xPwjYr(x`iw0ZDuyl&EDK~SsH4hYND(z zZH}s&oie;7iY|XizTrNOlTbumU$Saf;;`Hjyd=B@u60&P&edpYh6qyO-h&GjMDUtk z`eJ_E#Fbc$md-;aa(1rb*&D>&pFE_6K3jYCc=z*X`g;;asu%6PiP$Stkmr4{cE8!PsmnBpfH3y?p(F-f zqN6WkD##6SFJ7Tx@N{IYlBV{^hlLRI$>P$TsOtoCA%;mi<+sta57QI$@{O#)m}<>6 zUy#{tv#1nbaJQiFFxZ^!(Jfn(CAu+Akw<^D8wY&Db8A-djYU6J z4okTCq)uNPhUI>UJKkR-6>hd@#tUtfG{#t=llVjR6M4^aP+V?O8J3y;#EoDBe^h)o z>_;Lu4pQBzkeO)PCXjB8{N6{uCr?bZ z)&NU6Ks8FdzJYxTCU>*nG2Y zEk!?CK!t{Sl}O&6YWpH*wdSz3a_`@phH-F9kXQ-KD!{zPD3(qqrd{D4`9PNT&`kE2 z&ED1V_lvznx^E)&+Dg5?%#=B_1-4v6x*0%j!`SvJ*H7#cn2gNsn-*Yq6*o3nK~=f@ zlIkQOl&8VIu6mDZz~EQmlA{TP*{yDaTDIUTwNZ!HS1D zla0OHdtwvTcj>g|+WS*E{VV4syl&QN!u7yW)6||7 z0%U}6KXMWt-(7L+w*c@LA`54TDGuU;3@`%$2E{ z@;y|s%Id5vyCE&S#B4(~gmmR{1VZ8*$l4@MUj@qSq%=yNo*8g4px%`Bs={^#K+t$P zcm|h|HU#D=TfEDNbU}^Y(fma_6IAAtThYd_WR? z4!=w$WhyjG_LRn+EKL~HZSh#gkXEWdx$Qb0c~1*A2?yDlLjum^23*U9OZDg}{OrH|hitggWu7 zCoEc)q7%GgV~)pUXqkk`KkI~~s0yCcLJCf%&lyvemI5;`xFc;B$~ia)?Yofbu+J2H zdX>5%D1pWz@$L=qR}~AcXjl#`162 zM>1zbz;QfpN#Zee*nGep-_lrMH88?NH+3`D^ZMUe_c!-u^F?-<5!$@#e>=~Pem>Js zsC>P4*DSdtX2EB7JQS!&_cklmk^Lp_!+VvA_GL`s7l5MY5~MOCboJ7 zEm~=>NIB(vo^z&bW7D-qjTDdRDwry8s|_C?&@11MS{EGnlv2h6Er5M%^6Iz>lwTPx zx^~;kot_^_=D!lWt&ep%8y9o=WUS+6J#gSFKrQO{a!~72S0r01bcC|2F=h)O+{SxW zO^#e(D30P&6;2|b%LaC2Cg2GeyqmZ&Cn6b}zA=A4a@KgSrO9*>8S<#})pmSwWGceS z9@^fEKdwk|5AXN4uhh?DDVA#GKXC-gVXA|btjR)G?9^aQHF96%CMgQQ?o?_kfFb)= z9erHF`t(MA-^p1KQ;zG_}& z#Vm7WYZa~EB~q$_JZwX^yYxrfMxPDbSze`-KOFRPgucx?85rdBfc8>a3r{0`N7K(h$IXUEN08WJRqq%G}CQmZ`mP~73vHf#; z(((9jz4eBS!D;S@2I!7`Q!h03{y?GA6soHB^`ba8Xv5nO!5VR7z$tT?f)gAyt)f6# zHxOBTgSa||yd=&DmItA{hw_iy) zSRP@y+v}+5x7KGUDwMqfpW_t-Pn_y%!uo*B9+4?V|bT1_jZNpziu!$H||HOiX>7O1|a= z`2Tt>IQAT)Lx(B3Ct+SIM0$TWnD%S47_`_G7Jt6}<7B|>2lbzv?W*mAJdzAU*57qf zGd$fZo&PO|+PkPzrG^ap%JZ!Ba*0yd|1(R!dpkT$EE)ZB)Of(|iSS$gck*uU*RSd> z$z-g)2x|o2Jn5LrKJqmtsko4@&7s#-1vS|C77rRkrzU|%IUfeT$(|Cgk&E;iL5thi z8{m_0npr$c8l!fxd#LVTsI}Pb_;egP2s>nu-G8bdy8h|T^5NRqQ196WcLDCzR=SFC zaUGCj?5LQGGKm))(dm+x`8=Iu0D<`cwoXhsv1syK2Z-}TX47MfztZ>#bXRowKrYmZ zXtALRFXvn|*ypmX3V%WtUORM<{l(Afb>bYRvsAL{&G!n zjQ2e}urv0VMi1ZTPy=p!o>hZxVq8^3wK$rSFUcP!MdJ#EnbjF{y35l>B-%IeRo#B9 z^EQ8r!KM}XK&$`{YgN5wbid}V-8W8$=nEr!t+n75-_>$hvFb_FbAMI#+5t19aqwx4f1%cw(|DEPp0=3J^m+Kt zW(+q(Fs+Ug0dZEV;cI z@PbmZ$$E@sUlxuQNu>H)}|9TeBUFZGs-&v|+$Ihn@X+dMD4fDp-s>dl7 zJggos_3f-@vnQS0TuKBNmIjGWxC)dEuo#?Zj&lu#A-w^i5i(!b^A(BU9h>ph8H*%wl3tM( zN>)Mjo5}$V@g&@&EIw}D@G1w{TIO2ct z@Bg-KhFu^3Jk|(m4Zf>TcGnW|gD7RSI|SS6=HGaY!SYdcP&TKOOLj5rR_qmuH5`|l z(XyD|Jsjh3qy={CPlp#`0>V#I##rPCkM-VUr;Kro-P7yKe8JgP++X1BPM1Vl9baK( zxLHlU+zLQWpw4I;U+%R$JrtbQrCW|1-&V9J7P38Oik%MJ3STW>D{&%-r>+v-=CH?= zJjVx>=kz-HSOoBt2$F%;8ii*BZn}6IiIDp;isxL)) z6AZNGKXz0eBzNaOy4EZ`(k7B*{IC8l+G&e1I=y{Y0^bXxZFuI@@pJi6V@HRVeo$xX zaN4&dpUTalxiDyxeKhw=>iXX*XpIkKT|ct$mbZSHtcszjYvAmN3W1?`XX-uP4Q&uH z!0o>X2NeSE<->KQ9tPueaP7P~73E8BOiORM8fR|#^Qf|&sxgUVz38tVv`I^e;Pl(J zt9Zwn1pMN=K4@RnDZ#%x^(NDN+`xOEZIbg|hFE443rk{`u`AuN6@Ra)@{0C`U%4HL z&Hj}s>5SNw!`uHP%aFi*Xee}zLrfnfJmk1r@&x@ zT!y*k7pu`CZ_re`&*E+T#@+9GomM5;%+@@jQ@h}e;#FklqHbaXCDbC7e;w~ZzKJP8^a-}5z+LYl*d{>)9BZd%*dc5nVTVXU$e7Eds94VE=Q*+3>M$sQv zXwUpYAAY{1Vi)ruXCDjlf}5pcg&rke8&jre%J5j)2vE^|w@*gzuw%K6VzR(Spxnt< zUCc}i&mMX0*06 zCT9reB>_%JWdItYAu3PHv=0)ZFBhRF#x47$RrQ z`abr%4C8j>Fjvy=sBkqh?X?*8>TO@0c5TRpMJ(oTWh%}yv6sq(Bx#+R%kW$K|F(YG zgtkz&NcJB7)ZDnh`cMZf_=BH{5zld}fjg|rldGWLas8+jX>cc8;6hCRg`= zO+2hmvB;;BRWd~INi}F07I(_v6NGGP)UGxxldL#NU|bMttt{_z1%vTf3s^b?T0|8Qdpx}yDtyDk*ZuIj8c3~vP0U3Hue6r+4ykK*xim(nJvHV z7J8XD={|Uqck$se<59750r{A*vuYgX(;YpN$+57ZsWz3}y*-s}hV+Jqqj01dm-Vgn z#+aT3OL$8*6Q*}ETL5tXZOzUa(!zP@(p!$+QVPLMl)o=)v-(7g>0GS8Oc~n&U-bhv zm_d(o`3C@#8N$b0R9@Dn$32tJwB1pd7~L~We_r!^YqpSS(XGh~uXd1mE&GI0+(J25 zULowTip(@;t8%LId{rYEW>E{%?%M1u8gJQKy?7M#H|HAt{blG(Knf&ZUz>Km(D1~;q{`MLAs6pn-XLI8@BUmt`xKebGjDHvnkQ(R+h>4;u$ez`byd?O2ir$da5P6c`tr?HRCZa94A~Sm2 z4!`#$Y#j1kwEd#b=5qTEpK5>(uk`Yu=(|?9IRu*IPnHNB4XMWIFxg zvfpOnGv_VFvBYdxT=ms%nz2?x#>DevDwkMrKoqZ*I(14C zrp7mjpd*{$@G1K=T#f7a#vP}vr%EX44DA`mVH^NmU!}Q>!{M414p?>x2ZVK#1fe^M z?C>1}as$Tq##P@iL-ZT`7S@h1n%Kuiw1cNP7()ZF(fISI6%)R;CeuDZ7g%ch{>M!E zNJIXeTXZ3Io@05%%MS$p$|lCr@zxlmcos}fX+FDO#?Vk^S28APMhFY$DB!BQ{fF1vX8AWu;fGKDvzRD)`f45Bkdu4x>aItD(7))C zA2X7I3o&T4ew%tm2LCoJlV|7;hI{32!lA-~%qlxK;S)taoS^dM(+W@}eK@UD^xkAP zi8?=Ro(-Mkw!nkjR9K0^sNYZTgDs`cMyZSTQK6S%Vc1>ix{&F5>9*ru%fIbSeCSvz z*gTp5ftllXvwdf~!D}vO#&_IQ2lFypH0o@E-J*#ZGSwIvH{}`fHPj9@3H#n7nl_Fz z{#9GT_hQGlHxW|Mt46NagR{ zGl-Z=nh@FaPmB~RUfnoNt~2Kd3>C0Hi~}%cBxw%e^uxVAY3r_lLcc+i$%nWvSBR3)O-73QzFoB4hot=#i0i;|3EN0jfYDAQ$=VF)mZ1@+H5o zySuyQQmH3Q;gamW*TG9t`M_-i);%k;vCo_IOAdzcy0_ zj=MBCH4u6zd*_xc@|@runs3A&=61}z%DOSA1EO#IaalSNL=|aNmN4hbn%acMRhJikc7Hs& z$O2ud=FuJf>^M{myE9$zLXKyj#i^}Hy8)FL<(NZXKLR|*FE9*Q6qZ-;JCDxXb4sFE z5Ol)~0%bS~G$Y?2eV)^By>t-Limyw=sDc&>@W>f&rnut>S`Yu~m(R|Q_qd@|pzP z{mubW>eA!>f@I9VdG>4j_3P`g2GwTy{j!DseBKJ4cOQMX`^zj5lVCWg{^rLd>0(^u zirM}OTda(RHYvSn{j1W{w&KY(B`VnU^70( zv^G-I`y95OC9$bxlhuxGgRnlZ@f`Kr__uA^aZY@8nYRk@!24yI0pZK_pM2*2NcHa} z_8W=#wCoeGh5n2%W^V7t5$INaVB+}1DSeNMn0wDmlP!WFB**2fJ*gS0S&;;*x+=PV zb;G>^VO#`BuamR#3eb)$?6Uxo-DJ>U@^lQi<&rM{;YU#4os90-8yU8~Fix>{dU~jF zo&GJjLP!V}87*+A`qH|9r#i1v> zI^_4&ok0LsXChhR2rlWNxy4$eTh#Y8`)((y*)+WrpGbr6q}=|iIyqh$|0G5g)=iB} z;++{1{P{K136H6cO|%0v5~ocD@%Km0b(EHM&Z3q*1I4XO5oQA}>jvKqjQHQs77ZS>H4wAxtcZ$>aX23?h9R>7?o_Ki`Ht z&z8{DaxEp`FK4Qw4%Kz69f>S3aNq8|c_O1*@Z}zTOi4?{*Pi$OZ@w+6nGdqQ!jbJZ zH&bbi13w!nyRQaPq%Y%joc>(A5u1I}*ZfTm-mG1@v2zbOE-GbitvvFn#u7$Em#{r- zt*DW#1c)De`HAD2r)%QpetP%GlP6X7tsNbExSw6sDaS-@gqG;2H2J};l=%%qVKO$R z;Zo|oa^7oa5Jchhg~!l=x;NElsAhFa>Pu*@GyKPtwiid_De@JUoX!wGYncn>G&rX? zQSaY4wh+iBsVR`MKf^)OH7qt^bO4f)fu8f_r+Tt8qW>mi!$3K0*RL`ry`7 zf_Y_IU+s%zvWExs$=38Wdp`#sl)fVlbX|Wyu|aVJOj+=v zM{A@D&e*pV(^m31c3yKcA@C7b#8S$u(5C@s5W+JTiL!r0{=$5bP_Y6iUpuZpYs_w% zR9%ED$M5XVFwvr@xW7WlTjkss<0=ceY^ghqw-`IQ4m&Cfn*Op)^nPCc=Qeq#()r@+ z>dKcRBZ*i;e3@nJIw*-d@;i7t`{47MbO3k-b%=U3)IHu+VWn5rRX&L$!F}_w8_BT< zA>1?b!Z|5Jf^^2g=Q6b{ljrDM(OWk=1p2|a74B?%xf@jmJ^uj@LW#}0^Y_R2Ib9sZ z1xs8Y)M{L^L<*!hdomEp^{Rz1emO5GufO~Cs&^?l^bj2Y?a!=kZF4JyiYOP}T78wg z8T{jzYZ_zOS{?9N;<&JuLI%IE!tI^l=lQOdNu(r^m3Db#ZAaPExIU1!y`J3H(KVV? zVmdII5R;(sQngbZGtyO|GF6 z^}cVxP9{`a>~^ms_7!R4p~2&Ty$;}Htp)dJ#q>bF<#3)%)V@qXEd8l(pQW?T`zMQJ-1k(rn+?Z5zFX}m^SKax7 zd+%H+=%Yn?X5AozZSj^%$u#r~VTzKBeGP4nC=v%S7!R`7z5~J|lpx$GDn;86ioYJ_ z8Ud4mJ#YkhI}#e_&{~c2P*sQ>a*88PhWUpt-4Z~5=p=|`6$P-YnQ!NNHn7pg8RNI< z0DN^6un3lKmnNmhn6!PQl5qNR?aO>Rsx@4kyEm0_R7U0s<3R$^)mDP8pk#L*i70|9 zHPO*ta@fh*D8URQJddVJa9bU50J{FIe1|--E6%?F9#vk>Q*5PYY6BvsMTK|`E{p@N}e-Cw>Ug#TipWOLu zn04-h`^EDAcMHE(SC9FTyPgUU9P{TrvJD!MrDbT;6HZbooTf>aE#w5}(cImJPi`EP zt~2Y(M}gDUuuAvWl;j-q6fu9Q%-HrTi$Cc$qXLXw^zL8h4iHmb^GXc~w4gOe+^L#c z`Z#LmW;fjrM*w};716N%%SCa0KAZR@ZFw8%TgCf_5IFez=88(cHcA~#XJyMk4&|4x z#~9^J{Zk(KUh~*ootO&#$RfG2wdn~e_b`U9SdevlL}V=^SVBPbPGGay3#-poqNwqO zmChVJew7tsh%gHG{N=)<$xJHH=sTt+)NEpfi0-7C9+wk~ZfUP{uE7i2?;{>@I$xUR z;y^!A)S7P({9tx}Z_K=-4AmPlkU=hVN;hO$)oy~L)WsI$-XmTv+@^pJk^4@ZK60K6 zx=yrO+ps9Es_5ma{}zwbig`HUaa*4)cVIF(71aBVnwvZzXLDYR!-kQz2}6vOOiezH zpa<#!IFdNYyX};s4P$Kr3^&(wjL>Q(MloBsSnin+{+AupqF0=_?srT&FX?L((2To& zO$o>v3sPbv+HsMED30&#?fp$0G@{m1^;u}ljpQ>U9h!tDaXX?UJ;1kVQt6j@FW58D zH2`C{@eF=~vp=51*e5aN%pc``qg!XaP@I|uBbZ>kiV>aGUpq3qr7s`_jl%$h)lDv{ z=MHnWOB_?zj^465UX}2Yd0E%YNBy469%Hv++L1=kXKmIPyp8YlJ!|kEy%RiX_R9V( zT}+qhtH3$QlX7NnOc-S>yycPu7GK=v(5N_K8eOBhPV;E%Q=6ehynQ zJN!oQYT0C(?+zK$XrjX#OjyA{)t&)L0~z*U=^6 z^2jpPmB&g~PY$UQi}W~j=cct%#9lF{vdIP{jX0L3gA4x2+Fr6UtQ9I;w#6v^`N@aC zuJ!1L?7<9qCo#qL2gZ(pDtrWAA29j(i;@46wE9)k&! zkF4Y&39oheng`w^>b69B<-ZX6Y+%&D-Rcy*SebV%%^VAN>Q)@MHDya+JR1 z$E@x{Lm9unKJ?e4)1J7Gq6-cV-V6QvA^&c>Scy*FR*De09M~d&?;gs&tyG1YziOVr zyyI%uE9~TL!Riek9L0T#HB;Io+sBL$7=AFp2C5;a6l#*$8+J9+;rS0b%J{)_ro%M& zS|K&0Cwx#VQRr49yr6l6uYyjU8_{DlOx|Z@VV+eO)4Y^Me7Mzp_$}A40POSPNPyRj zZ59TePfpV*o_I%uh}HCsV=cCnx!Q%+5=d9UZsSl$6MdN>6~Jkvbp7~+Z^M2nO9j@P zW;I3aVb%Sb)L4Hua=t1aIc#x8yo9y#oSZfkvX#4`QPk5F9y?~wGZwJN8YjVtSUBpe zpAGpu35(Apv<@V(A7+KNAGoS;ef`<|m}A>SR?d5?5{~?NV{3;&k`+SPtrqF0W3&Y(K+Q#$e9o9ia;Pn&Jz?%noj_YIaqXvJ_Sb#exlK zi&v=cDu(9qDt-~+K=ha!-wFBd=|!FV>-D>~DOZW6N|8!G?pL8xG-#1qI*R6UO2x(~ z-eFFF&baTcntKHg0u*Y=4(PJVHJcZihbPfv8~oQMyxxJt4EeM4E5X*K4mc6=M>9*v z5+eLIFQMeIqc zj^etL3mW9tDA?Yj;nGq*1UkM$l|qptA;=U5loGEKN^-lUl*isN=xt(~(eJ&zDl@#t zJ+8J*X5ueHfH7|FzEf9&AbfWT-#1nTMBmr|b1_-Jt7$MsM0kAkn=|1+!9e(gAz^ir^pH0f#- zKnwFRBTAyyg)9S4NE@9sn!IUQ+v68I!oIZ^6B8O?UjKdC0nPqO&uHZB9=ryAPxVJt z>z^E8UQ)BjLsk^J6}Db`4p>khT0QBOQDc@Mq)Z+rvE&dA!&TQG)=ogSk~rhEn0NRp zW{yk%%VAGWh@X%w61`>xf5ul3V-`agaS9e=if{dV+J+v+`U4f4wcQ=eU5^@)Z; z^ShwglG`6?Ye2C;4?pd2xp1*iwzSwOAoq*HtHb)RZ`kXQCDJ->jBt%(sN-PF2{yF3yWXFbYyh5rYXo0LkoCyRe84K{WPY9K?MCw z3$9&(l6<3x2G>~r^zwQiA;k*T=nsK%t4f40h~d+h5sM!34h#RxeD^x&!%qR*LkAvR zUUHYBpy2C1BfOvw7{^V13x^EeM?Z3vACjo|Y}#*k;DIoiJkgLXZLiS7S68%A z<3Q%JyAz)|^HQi?r}RH>L))ih7`tbl^Y=(gX>~PHwK@@M9p-r=Fvj)=vT9G~mvGRm z*VCRWZnk=csiCOgrBcInNKB=*uoaZAelga z?as%g?Wc;Om6XpLW{zLS@F8P-g;^Zp={t6t7r&h}zdMWT9UDt}#i1Jz{QEBdyxHPu zEiNo=Eb7LZk`=i;q{}Ss=#?IwW0OmzbTJ|k2rmXtZvoSk7Z@fVdyhJvQ&o$wmI-^% zeA(C!x4@5Agz4vvmYByN-saIeZ581N{TOc(*`}Y&yEG)AHK$b_Q-C*Y_Z5u6=^Q#- z1pFMJLzb2jWv|1@#65_xfp0{3w=p=P zclDh$A*>EX$)6sRH1*1sxGiRzdlA}x8^~CUVB>^~JS`hccmkMm(m5riwx{2{%#2fuf853r$LtZhNth6L1L1CRgt%DT_V)?NaZN<=&+xID zpW;?xB{+FsU^Km^!#GFfHp(0R?zW9yGk&+!|7aXMZCQ2yKgdAy*~vqE6Ps@0X{FIZ z2=a?UVf;_aZwHygE8CM;oZInNpwal>wfBESq2qO4#itKKFHaxzy&k$d1=Qym_=(-m zJ5h+-d$45|`*q8XOwRbhx(`Y_Yv%#zctvzzGzedr5!-V!yp%iN%Q0Jt_B(anSx`y@ zDCzMGy-(QR;AvfH>!7XDM-UzNLS*R;I$BzxFUgi6E+^@Z1u{uaYZ&oqBkA7w%fB5R z=d*Pu?ngx%{L(6^lQyRry?Xp3 zfP9`g(r!U*t8xJBL|jRYY<-+k0<7aU=Zk0B7;Z z)T8BKQ11znwe79PW>)e1<4ZAZnw_$^EkvXH7cDs`*O>B!X>bpwiFwqc5 z5bfo}SWG=)bE?ewZGaA)o)f8LX|lTW%313^xtkxFKCT)S1*21P7P=e5(1r=McZ{)qq*Fq4(fZ`P42w?qXHQwOS{_wMwt$W() zT!we>TJN`n;=Lq8(yx2@5PvF7+qSLug64^qUyTa)f(lK$-?zERcbaB#AB1IQ?ZWIb=hI@DME5ZqH@m3z>a#4)I2D)vJ32 zB$OK7UmD(ydgBap(Q41%|I8hzW*F^+2K0HAruZf{l=N8JZ;c=q>^o@;S6!J#1s3V=S4SZsc&w6xr=jl7e@k49(6Ycu&%_I%3z4zG(XKWpR*c`@wJo|ous4`&; z(hg6a!+Qsf3K@9;ys-{(HP%{-{84pnxu8v(e>KAcrkqJnRxiTDuHAO zdfj#R#vk2rm0hY`$PQF0p2Uf9lT<$H!At_}y@CedA3f3y+MCl!%5tY_hUTjBc*clW z-?WSj8HobTnY$J`#Bh1zS53d8 zlO5TrglfU}yvIG?&!;JKI5Km6Ka#K=N4vVD>~z%Lt8BQ=yn4x}c%4?Geg5k%oHqZy zvI&=?`-qXYx5i6jfK879JfYu96@$;s$&$G3Z4Q~w#lchxo3(qqT$@HsK^lHoDyXNH zO?imqZFK2q>SqD}VIgXc*vxjA)jI=Z>zZW9#jF|5y#44~SgA_F(g@1pPE_lfk+d!v zJ0u=(3*D{J%OA-pU{nBVrEW4hWLlh(=`Gd%L$BWs6-qFA^2-nW>@H zbJHqbozEywskbV&Kte`ZRd1-J5844Ed?q*v3rS!4*iB8~sGR@EVr3o(h>$3oQUQR_1R=p%LDXRXv!)0g%g^T$HS5ZkjX@OEjsHId;j7 zyXidqWouN424(*Y%@-PuF;O>1x$t-208HOV3OpNydl@C$y^5|;}JFe4m4z}wsmN9MCKP4l zItvf?xistVNU@nzLJ(2|vhEY+f-)gAWGknHMzm!_W5G*ZKS zN!*nlNdh&c3P!Z_7?k^f*dG>>0wV{H^?N+z>N7v>o8-6}p5uYeUg1D)R!}SjGr`IY z^Jfwmjd;Vm%Jef?y@oc{0h(6}i%FXN*4#!Gl>o&PbVy$=alK)^OG{GH93w%g%r?Rs zw*9KW;*zQHN9SGa9AAVD&%v<9y!Df%SyP+aC4}2AwK7Ry5hiwzcd*Cw9;^GC9bw0O z!HgD6K{tPQ8ZL)jQRm!I8z;C-Xl~Z$BZ7W(Xiv>2`+#LQ2!^)z3lHBgybztlJ?jk4 zR9Nyx&`!v%h^zZW1Iw9Q-5sWlfREl;T$|Z_# zP>mr%k~%lz`gzW~}v{Bimk;B)bjoN8rq<^*7GdFD~?dXLke#gsmWXO#+J6%0sD zOxwF}&vyFT*!~F%y_}+dU_Q!cZ=q^HTEeXWDsyj|scC)k2#S5W*HHsbcL*oTP4kf{^mj`1(RE*jXr0jAe+6y3Z?l6i!E70|H^;crcvDEr#y7ZjdI4T4&oOf0j;9bJ zL#j3bn8cRRp{){_(;91>Y9=Xw)B(xtl1>;iE6l%GT94c*(-)8HU9D&$Wz>4MFqFUd z1K)!(-|GOMN@+eU%H5hvGl)T!a{sU;2|J%IFj)e`pfIHt9&RYixKDNkeftwwjiw>Q zoIp#ttRU3f6x&RN$3E5e6d15a6nuk5l^>qtA%mX*~6#> zDL%ZJUI~oJJqlD>T8&Zpyt2Q=hjGY3aqGVKRm-LB(p}Zb^i?Z_wF_i3Zr)L_!j5eN}O7){vO^qqJfOT+0@w)hf z-NtFuK-y&Fc4n-9bj~;n;v?QywdaDHPsZIExv;V>*vm=CcvIfl1&gH^2J#;dH zxHSr*d++rzu zUtRk&&^iowzBN9i;NQ4P_^;&$oCmnF-8x$ zZDeZ$wdP|*@s8`2zsv7W`rFCR7~fa@ZWV}#`g~ng*WQ|Z@ODhDs<Ba>8$qMzlsDe<&x6%7fulYaa!NC4pXW)@Ta3G8 zk~Q|F>51Gv-ajX#1-kH>)#4Fy6-*N|qKX#`w*NG$6`+6yUw=4-D+e&XTWY0Hdm123 zGFua~@LQ~!qshX0D0?5_=~iK}4=__1ZmzdXR$mb79Fy@EhIcK;soHGZH?Cx`w10 zfs(8Cpz(En@?+ZkY}F+rKddRKuZNLQMqq{!dvo59Yhe_PMOKp**evo~oZYme&4aD9 zSez`Xw&PzA-0)Rl(Cs6;zr`F^{60`~!*E&h&v017K3Nn~+4+Fol2Na0wv2H}wWSPY zw+rf*-!j`~D;Xe9%ik#=i6DZ=qx*a7kl4r4gR}Lo*2D31yD~OR{A4y1;c;|3PgOs% zrIub(k`W5w4w1RVceji_T#XZi4pnd`lvnsi;`ikqkL%{}TeNF``bEWBmLfGZu=-OA z@P(Kd_`)NjE^HpBA2L4onluN+Yz}|=H|$9hP%O1Kq>SF+-9K4yWTUteFsgd@ zsjE;xF<)ty%|%JhHS-T>nD-HYVV&XEG-~0wcfk#iEw`Jc8>Xg4US#h2)DO%7Wn-HM z43Q}TipjbR5pSAngYODUMeM$I9YXFBC1I8~U;|gA|6=7*dSKxa^Qig+6}kD8;q&#M zj&APl4fMjxCgttfhK%S-wMIUH@1LUftd5yJPc9)r_hUUTWJM=tl6nwW#P@Hr+v?1gX(WI8`Z$ zB7z-kn===li)j#0^G_&0w^KLx_X)MIRrd#Zt?l*u&w6Pw$CVq?>8iRrFDqP(eSL74 zkSJMuI>-2T=}EzDms1S;#b#x>W^wJtTK4yJCnn?@1>$bQQl{PO$o$1Ps4wzERzm5+ zo_FEM-m^*mVF~I!(Apa$2C1fTL6naq=~*O zp3)}Dy4!NY%VD9vzlCHD4YNPpzNk}wU-r3Pj5g=>PlTDOu0qFMgX9{@%)L)e3eD`a zuYJ&n^;|FjXl=jEv4E!+c+H`rKuB&!4l|qwo6!+y zAy;>%9u(Ue@$(WDB`&bYt>2h5jnUycMUwA2KjtsH&5BwxUbo|AP`R|^Ysir^D_3sz zt^9bx?Ajm~SL8B@uJ9KO^zFzIl*_0{>7QA|wtvD<*9G+*WkzVGA*lctcQ$KAx!usV z+$U(#lWU!U3&cTt*vA77#mh}Pj<#KX^Cz)-Ywr5mHTFV9_==`-Kn;0^6&axl;t*Fk zJ)fbM&3h(nh2Qq%8?k1EarMG5g+evR1cF~`+(SlMl!owRD?1&z-U$A(7OfjE&;>5F zb=6hBUf8JdrXswjrBa4{I_tA%xtn^ga#(kn$r&5EcSt1cL0 zkik2ihfKy%o1a;17>T9hRwRf#S|UWPebNrQg|V(Hd9Gu`7y)S+npDO-7MO%1T#SBb z*K=_fAa^9RddFF`Ro*hSi6cIuB6bs8JvK^&N>qrdbhmWi5BH1;V@YqK)svI@o&ghO z`1p)OQb3Ng8_|bRw!=?85dR?B-Q7Ku&3o+IzgKsV4biz4o87R_a<`Rqd}L-4Xr?~% z(s6Kf155m{Y&yL^f#v7ZiOuA?wR+w%9!A7;ymCWE&&Ir&1~JVYU+S9uXN&n2{hqJC zA{!5NlwfPNV5C)JEj=2KchV&8y2k$;HVr%nW~p%5#C{4W-EcD)ooY{7oLeAxgWXNVR?bheGzv<4h|WrDqC|%>_2#T=6z94060ju}V5rIIEg1=-4yth4`17RnGlFhu@CK=5wU! zV}?o!o#Ux1N7HMrEa}tO_^mrU_sWlYXSyYuYc`>Zgkt(@%{CAYZIvyXe0*WosW`!? z+F#GKOZuX}Bud_AavVb7;BIGDmy$#K zEX!F$8Tn!UAC~#gklH9$d3(Zq4DH9z;=gbI+y8oW$^C5;6AjLCMitShPl@&GM7X3+ zj^d9I*XU&^OyKVN-NiuTeBg@}%KuJorZ1KZPZLhRdOz$x`gv&X*?5!@&d`~}+Y1`) z-f89xdhpEGZ?iaH#*_?GB&>Vl>C<6xf!h+D8(bUgW-%Ku#M+j2$K(fkXX`4OnT7)%LP zysURQniiA}o)f^*>Ef9%;4Nuhr`BCDyY{G~U-en!;+hObq@hpkN_#Vl_+b358|9%X z+ww|mKj(4o?2wRTc*|IrYti>qn|bWekmKENZfK>dL>%<63T3Ba?E3tkki$3vCP@8# z>c7mNp)Eo5}}B${R0I1bd%44zRG{Rr2e0a&*%F3BTEW%sU-n zDB=35xMF7OTw2JQpij zZTj_&!1Jmgt+PUuDL|v$Hg@@5Mg_!1^0X{gp|7Vj71e}i1UQe zk9wo>u`+Eg>5auXnM0Exi`4FaSy9nmGg~qyj>EV0x5eUQvvNq3zR192*7n2uLFQ}m z8X^C%b$ZEiAp{}Kl2UN>ScIBHP!Z1OQs$P8;w5c_30b&q*WRHATS!4mDyt<~4Ob+4 zPud&@(C#i4yLrF4f`0H>wB?KO;*Ll$50P&Z5sj+OqYM5Q4+H%Mz#ekjg_QQnY{4QF z?>xw2Zy*NwUSec5HW*;ved>2FM)LcXl6A#r#U+v15|)f1+afuarE|18vK{WPw~k^R z{l0)SBti(2?a8>(5%F{^nB%l>f1S3}{tPeSU;C}z?3OD1LL3TO^dt4#zN{-f)BFUC z=!p`6BqkPIxDMXAV%wz{L6{x5^((%Dti6VLTsLbqAv^l7-3XWTYsr|}`rfLLpKUku zz26#+XN}EvpbM?<_Kg=W^$Pg6zuIj;l{Vgi?B{UYysrZJNh*8ekm`nmZwb}s-1;Mq z%p||wG#R`@H4nJ_`D-h~E|B;PR(7=z#F-qyYg|IToyyk6_hVMph zf9JIN@8&H2e6KFqXs^R%|J&^iFI6?k$oR&nm?z_VS8wy!C$BUGc&%a{?B5p`-ufA< z@j#k=M|uB#TF^L26fi+JTq)i^wCgzxX_Ejgw6u~eHG%hlh`<|6#OPI<1(g4g==42^ zRn7}t7AcvsIorn+chlc)PwOW-JMj*M9#^>YXu{62e1l-$Yx$TkDSlW!q8R!r4;*XX+E zu+e@t;(hkJjY?qFBT-3FB$3d;6bwU=;dxp<%seQ48?X;x^}JN+?3EQt-#MX_<5MOr znOs75$ViCQRyfMp`cx`vzvbyCTH@zh4CJPKP!Ele{6q^mvX7jJ0`x|Pz~NT+2OxeB zWg?Dr112gAvqC<;A0#tH{k9rPQj7o>xzTH6j~hfKDkoFNsYU(8TS2e4KJp|ag8*U! zE77w^lo(x>(_3xr82Paf%YVzBlPm&%f7Mz0`ZCLMOUuS>Z5G?^gvN8Ysp!<>WsU8b zj1CpF3=x)ARYlcP0$`R$w-x@k#u5(G66y^)uyq=tZRa?ryNiD&4ql)}?JwN@xTlRB z0%+sqJ>tF)@mME)k{3Nwy5&O;CkV9^9@vUZuJFDZ0J5g{b-0EG?21t;Qh`Iad01w6 zmhkCW&*mull`lkA*aH`Y^V{|u@%3oT$=x0E(AtdgmMsQ4kwQ0wil`3X69=RHDAHBJ zLw1_q#9Yt*v398FsbcU2Yh!ekWVsn3)dHn2#au<@{mubTy?W?100CX1m1AA``6qP&$9(1+@@;qk%dt;ZuC zU~Pa@*Mfg!H*ZKTnmKQQ-tYp5yI zKfe7~{Pm}I>~Y1DZUYFo%pV~ZOZ+`z$#?GnV&m%!HyA0okCy8e@^rp00UJfEd4eA^ zKle@h^Dcxj$D@E^%cof_lCnfYaNN!#0$N4}OnR1BZGoc9fy-at;Ylfz62NfwoZ(ll zhH>)kMhj9B{LN2*g+H9I+Sq)K5^1{h20*X|ONS zoAZHCCb0L;ctYj`GCNZAD=U0FuAb>#>5H~IZ!mDzIlh%z5@cI0n;AlI7M?r4ycHD%j!-OdA7$#sW$c+>89pX0D(7#zUaCCx`j%#+{eo?iD$UM)PeI zB_>i6o|3lVtnr zXxq6@=jdTvX_OXPgB7HpFo`MHTkZ~T`zo`f9pg;#c{T|rt_Mgu47Yqynqem=P&C@- zw?xSDe$aSfC9BXKLSO6-j`N$Xy7n}O{X%+FhN?NZRvS_3dU$Vav;7NAfA^BTNNRB? z_s)p?wSq)J;Fjyp{n1&PAQ4!m1oi;LH&pLyZ`!D#2Oex{q34d8$GLc{)HkKS-JJNS zWoM_0gGtLLH7NEcQ@H9*q@>{Hd)@OP*P}1h@Vk`}3N;@q!&cYIrb%U3?^~6GitN03FcHQrt=hN{U6aDd}vy6Q9arFph$E@nU94^Onw5a77I0 zm4k!2N>d2miX#(*F4jshO5V^R+TUnb;hERy3f8dw?iRG@o2otdf1mhb@?ka}BKlt$ zB};r6SMq8Nv!ZN#WvSwfTWml)q4+uj-N>jaaIWS26&&=8^=j*7B z*$)Lnflc%VOK0(Mx>&*v#QJ6DskqzL$&bJ}sfG%HUyZY; zW7g@;<1V9#mfDW|lGZ|@N}YHLs?273?Y4H^-Q}^vI9I#A2m>*F@b~s^v`gjW$>bH9(!%7nG98w(2SHnk?BV$JhuMk^{%aKP~!jW*2p?5qGwZScm(WdXYch?&?-%2*|bqol_ zsuFCHDhana@gSU14i_nBJxbe<6tg<`+0`>;_;6q;_6xU`)3CWf6c3};PaD&+65J?h zxCXwbkPWB}K}xpYR@R3am@6#vf8Axw>F5{hv(;o{QYT$uN^x`(+#;WJo4g2QlpA?< zLlc;_A_Bp$2j5zvq{m;uW!3!FOJvhe{&euhK9J3m%O6v@7Y~-GwH|)LrUtMfMQ2=C z3tuMoa_O2zK#9?P&)(Vjim?(GB&U}pcqodd48p>+s!DZ2RGLmD^MivU+1o0Em-Ktn zbKm=ZRB6UUYT-I#I2qu3ZdQNBlgv2;v5#6qts26?(Ovnh9Ef2CA`N=Qh+)~Kq!l^I z`#Rr4tR{`68Rc~_LZXom9gRvB-s(s~)9pTf-#uMQ_nOz987c``Hz?3>x33^lRDwX_ z5BhwW_ND*rH938~*>-xlYuJtl`_Y@#p6>nL8SY8(tfWgRp&_gA7=0V9Cb7&vK%0KJ zZuG_WEUeUoLhC^)hUnWQqz795=f&kvd|cB>64fW4Gpa`aY;K;>bPbLcTe+BrfsDSb z+reMRQFD^jj)o~aJmG1gdmoxi@cUi+$xZUHnYP&2*aHX_9K2)oaz43>TgJzqrZV*j ztEp%##NPE{-;958H1+wx{O5dSOgC1lXPRGxj%41xNvf@f0Et>u}d826xWSIC$lPg117gW z3llKAAU8e^ql-BRlE|&811G*-U!GMj;eg0ggjD*!!yTX*8#B7y#c0xJYJKzbSl!su z*F3~%J%zx?kVkG67(UdL3O*d{#oBw$Ps7r0E$cuOMSwL&v={)u1;C_7T`UbxyRftv zbInH@xh~G=f@Du+6@V675l>8YOM-U?V9Wj<9`=XMm$ZeXtNre9CCv4hfZ&PpdoQ6L z#1$L`EtT(dsd!XQ=wh^;?BSi7cYWsQdG}~gH z4~?6IJkts50NjdZ^r>8c7LH-%3khWe2%e61@<96^nX2ePimDz2U}fN*MeBpY zDF&nk@~lDIj^F4Vla+ctu}FEj+j&`!3oieD12%;CG>H>ySmmP>Q1Br`+gZCfkTg&M zOGWhIz{O6ja=^ADmvYA12Zj=}etUO5`e4jDFx6z(!Sd?ua*R{|%(39#^iVky*#eWe z>JLG_?rn{P(A{VxS3au(NbWn4SEUfJI5sIJ6_Wo1nTJTwUf46ROQORqp1T7Ph zR3kI9ZBK-D23WD*jGqyGj3WPpcoT)c zl^$ywDZzmhjss23sJ_5yL3L@voTs``(hv+1H7$MvmJSy2i3AS~YTMx70PfRMQ-A@i zo)8W%qRZ*KCj{DdN%>H)lD#?XmV$ zFA^Og1@aK~q)lEt@Ezy-JrJFm-mWEGd~3{HI?9wCOFM)Pi}{3=XQgzvPUY>T&5-4b zm9@JkEFZO^IK^Mg5hHIdWvrw|L`k47?Se+37gzA5NgdED8&CXW(2Pu#WszE&(6a{K za>DCydjn<&T`ZgXFk1F>%u(wojriqZl>SrWatDP>=WAy_2w%rZNvin3>-3l_0MiZ}M#OSD+`ZiZTKzs^990&Ra^p7B% zdl^TKP=JosN{W!q;J4hY^F1*AST6`4)Vd zBF8w{ywX(=TBw{L8>7-xRj9pG=M^k?iHp(}tn}iSHL$`d5&es$#)j*s5rlt_`ZLhd z<8$?kuAXe%l##iKq;oH+7I|0JN`~AubQ4XNI^#`rROi`vT_d_8Ge0#a{)%ia=szYW=x;- ziqp=D9IphdwRT?WXWp<6-#8=#PM#4v*xN_D0$#V@D4U2JL?H!*Tf^OE|J~iS`Y0Rk zb+|PWYWm*o8f=x#HY=lB!)Suhl!yo`~S%ba;$Itd4I}u zNb2dBfCy9DnDBuo8z&>Uz5@?WSTlu+D39D2zYn|yqgcaj@v=sqe;EwR$fbvBAsxWg zYQK|mv+ETGFBw7363KqbM{~J&MVm@i7>+Hd?;LdAK`kM}o&=Z(b_^6qh{|@wa_y|W z``9f68gaLnW!yUO^*zxP%Hvo;2mczT*N(JB{|Roxl6s6b-0ys4`U}<|n-Lj@L9`G| zkxDZLi+rI5Gn3JYvXxT@iYPXkxk9swpz;GarTZKo|CR2(3HUqqb#{irknSUgl$pd} ze)Z#qkQm^&=ktC&=fX#;5kGw${M~H&>-F_e<7LS+I(IP<$6FiUtt+l?I=}f(s#jmm z#b590JDr!2R60%2TE(un`n12*0ewQ`B!sTIA*^BtV;_b;5*<#kRN2~=QK^q&lv7HG zOTMqC55q_Ab%ioLFW7LsP2f=#8Q?j;Y{|Y8P%Te7qpCzGLW~vZr}qL=hQo}s5`u!9 zugmIXEL#JYBnP&mrVA7Eaud#Pq4qrA+zdd~l9XI;A~x!unHSk0va+(u>T^A+z|ed^ zQKZesYMa5gsEc#g0+*3Ow@2-NLgAO1%_XC>3(2hQ4x_Kqg5zxCW44!DC}N;w?;MZ+ z4IcI<`s4xq_f~94*mfm+If*gy8fm4V%2PO8hGJ(#=MHK3meq$y)v;g=bI2jw9y&+= z1+^tcv6vcnQ*A?rG?nEWYB`s;>O4tm7jo5@vsW{z;x@CT%no%YOkbIJGEe=NOWOBM znI;_3&NQR9Q#fpxmnvUba%R?Caixc;GPt_;PMlG$u;U_H{JViUzpc~9xeq&_6w%68 z?WPUl3l)bFSXJ7}t_Vb4&(govW1+uV@(EE@Hx zHC+Hb6mgrs|Lv#}Mj`)^0~?##{c2W_0^fg6*OxeBviIk zjCQ}>le7QcQyKc?e_|$o*H*|)1XHhkFv|i5T9nQCgf7*p#ooDZ=Js7xzaVeFx!u}m z1O4TZvp>V%DlgMgUkhbp#602rg(wu{+uvpJj>>4hoyTe{fpI3xJj6}*>nLr(0p-od>B3mHk;0^(+|WRxRShd z{=Ynl|J|>ny^Gz=gU{X?QiH%hR4}RH)u(}QL8*UFmNmk9`B?wJtwSW&H=lDoM+Q7B z7Ez2Up$5=xt7!rD{*xW-mtPXGR+3h~mSGom$y>lfpnEdP_I&geOIS!K4W*O1v_<}n zZfD0YE&AVH4Et*UxsyTFHQCA*8~d#6Bg$sBUl{C~A9Cwh7GaJ9wJR_nSzLo)!^><*IveY=N!`ySr~(@HSr<1EB+%l?zi?A(I=EQ#zi`De3^`7N6-*sg>D)iWV*Dk2{ z;=^IKw&}VRxyd^cP|K_^QtLvbevvk-V_1tQXGsPQKpUXqo`0w=1SwT^A}!hr2VoN! zLDESIJsMr=%Z!!{L@ro02>>`q)Vv0mvvv@Pv$)=--Vg-jL}em(f-WgN@o2WEY=uO^ zh_!2&+&11Ex7D0WgpaC4t{Z=`1yl9_CQ?8dhk<1W94*$YML&|OvwK|SW)md5ub7xa z-L(aI7@NrhwQ?H)0!_)_1~nQT+}PhRGy;+@5bI(RQAI%6vv;Ar@#R2xb3NLH6}fnP zjl=GHw|=W_)TRZfrwWS}t<9#Z-mA6-oe?PiS)<*_d3wX45CMy%pi z7waooRg;n}k9ue{`9kCR0-#OwwX2R3`6YfK=c0yAGQYQrwVK_HbWqv}9}LH(=Enfq zBLTDwC2hSidXmB#nMeq``nzg(KiC)BNL^YyCL&Kf&n3~)&cik=?U4a}wluR<*!)!J zYVs#I0XTvR^beoiekF-Oe(7BiR7H+>YBupP*~>>O({!cH5e~*9NoK+d35QFS$2}*d z0=}viY)R)ANKJ0(hi2+UKHA9_dz)4oWs~Ao_n}W6D?-`eC8C|DMs!;xx6fFO%|3E^ zVI~1K1jNwbO*oT5?_Xf^O7KxK`Z~2iT~)f(8>+>9|ImZ&;Og7(Nq@NW+5IhP`Z@ECIlIYu^?`F zGy`IOJW9rD{=#!kx~VC#bo5M@f7btY^To5~osVhXPS*#|78&M^f4O%0m;K)s?3@33 zBwoBD|K3k(7CG)R@m@)4w4LBYm+TiI?<@rPO{B0#e&oNa)i11gyMvWtc!5lcdXF%nwmI*qZa+!#DmbnD~B6wms`)w-4Z+CRfs`mJ9mE|tI$p7vF ze})c!c3a1!vXmga!pijADX{1V?Ph4iaK5<}Ha+ebQRF2!E2ZaDl>G|eppnH|Mw1EH zB`sB>gIrC$Qr-?K}Ado5}08FP!S*gfW@sG$utXq9@Uj)PsC&B>X5*-B_5>_f`-!HPHeuQmO0MCNPDH)od^Wd-MBPi_(2m zKMUN+Y+hbUD&kK81-a?Sdb|4)$hAu~3CheWBM<>F+{h5Dr`OuqpQdYCKbsVxoIy+U zB!~)BE3&R9VCcu&Wlbl{NvADIgcoV?Q_uvN4>%V($3VYW;SRl@9@+<3wh3JnJ_>2x z%@9?w^^ifgb46JGm0dc&{2iUHZyLumhI{Ac`ZWi7_^>EpJ4FtyM8`b4;3xS?LRY+z zFv>!M{L|v+W4XX;ekLK*N;g@qg=}8NPMa5jjOGpUjXanwDk2hYJJQCW zXZrL(HC2oSLv#P-JT#OdpOhfU&$1lG zUc)kVLJ25E*UJDgPJFX3BU1rA-=AV8W1eTg!9z-(d>Lk`z+8xuRkjU&zeCml(OdQ% zs3tOgLvh{{Qc+cPc@b|Mnn}BxBFb;set0Y=n4pBuj}348jFEj8)tk17%3}#N7${OX zdS`q7L=6h&94v{#WS7+=^UDfjf|odx2e-*0_@-^>0Q`ngBTQ2ZpU-cv;_yqDaz3cM z2`v-B_r&+>Df(sPH3nc5nu8Ui&D!u(MNl|567zxVKXxP0-U;e(i1p<=0cDu3f~{dF z+%z*^PXI)O;uIR;)+c4p!SKr~`SEN;K^dgA>+;*# za}LGX)MAPvnIJ{$p6TpsN{Z%;+=-b$MDgo(G2mAQ?zOYr8yW+^LO@ImJcm9yKyMBV zA<_my+DGe6psybbxnN3DER)9!!lyQQmdcgLBJ$i=D0bai?^kd%W9Z@T@S=go4CSi$ zlF-N45t0zCJPbf|{tsaCp?cfloTSHv%s82HpW?t;t7dqI2h#UJ!pl=qM1@z2uO$wk;X zqF!X?b7Het6q9wJE{sVlZm_pKwk&F<>Sn^?;^O?@u!%e>u|?!0iEN-Q*O;=6cdG7m ztmj7!IWHwAID$Hy%4{-irVK3cPChbS^2cx$w?8X$iW(Bketq(vyhu9chZgNCXJ5cokX9gN?^d8A>i zBRJByRRxGTm9m4`qq>t50Fa-~t})I9?l5?qBk85KsR$7NsBlYgQPW-KqUOphG5ZMx zX{0vLO)7kDDp%C2p82{G70c`Rvh9Pf?{5};W_;Ih`juhX+!14)ceT$tFTbKBRAc?G zn*G`_Ype3H78BCy$HOGXp7d&e-I12)5!PK#5B+_^o3Y(qo ziq#x88Om}qH+Wx7@VJHHgi}Igh}hbs$z|mqXKI=A>z4Q}fh{F*k;zzY;sSXGDyWY- zf$6im{opq5vlhuzXw%MS%NNNi{RZt0>&QZ}GPl2F*jK_oH=8N=(iWL5)68x-Rg-m9E3w>0 zJ}~JZN63jS*>o1jrc4*YL@bm-otv4u@)YoR1%Z2L$Rs_|)Yzy7ikLRAbXY29v*TIc zQ`}ovn8UBg$X6BKHVYET^=OWt^V7#DEK8{5P{==Kw3@ej zwjV~VWH<(z1LRN~W(kv6n2z4*5@b zilwlLSqe4DF#|5Vbg?im%SKMosBBSjHl}JibZ!h?K0jtw> z+iLZ@G@A+5q zXJ1G5qrF^Cw|99aNI7pREBT8^{W#a*@kZ#QEM2+_}%0^0We3wroh$ z%kx-r`+bfpGuNS<>CKQ)tJ2=&F&#2x+G5S(avy^J`S zAZ@IhgBGwMf`UXs<$&(k<@5x3wgOb6ClSp2=F6mmA4AF5^=;vkBt(#QdMT#QGvE!! zyzMP8LxY0m+0)P$dRAqD$~Jp--ns&brkPmVM;YDl76*Q0kyN-_RuRb*{o{;N`O!5a z{ZvZm7gJ(8s`vYHXP;_ZkZ0Ykl;3tpsMNpQ{@(CQFRFq{qkk&NPFOH=g3HUBN-HlQ zqIRrF!rkMnD9LR0->V}V1uU{Qa<~#b`_2s}a$WIUM82~71|@08s)3Q(xPZzJ$U3}1 z6(80ox;c=LUn){lXqPWY7*!FiaHzHH2H_a7k4VWz&tlVN-?7{}GPPbGEpDtg*ccuY z*Zyx?cG4lNSyMb&w^e$a?e+9|&yq$ZxxkkW8sBXa&EI}XXPS2=l_DePAI|@cGV{?E za`kHd+O)bS4D$gG-@?J?x`lnkVkfX%9yu*CH>*U1`Gnof78wgGK{iAQ#2oGhO;=IP zXfKrd?`GJ4M_z$K2`1{9shqgS;_tT-$tAyz?2sL)O|PF8mYw>I9O~5F#xHv}?+l@uj~9vTKcM zDAcqXikG)fTi4|H3yG7?IDW|X+FGp5`4IA$B`_INHX)IlLQoi%$NlZosLInIQY)_+ zl<(=?fOeAyNHg$_xEl6ic>qEv^!r|IIwR0Dl0aQyly4+=Rwg8%vMQ`(Szc9LATvji zM)dST<6937ehy5fH0CS<8ZxRj`KSi6z|Tcd_c?yEzOw@G9L5u2Z3vFCx1)CZCG z66x}du2smF4T$A&f85d)?lbdYu5Gjpe7i<FQ zn)n>{iZA-qnT0flPf!=uH8ygpeEqbOVD6A*M_7qh}r|8v1xv2dr4yEj^p2-6V!3QLT0q2FwrOBZw(16ta+$| zi$aH^IB=bQ47p64Jz(S>6_$n zPt(vDB*%4pAoq+A+bsP@g<`4XPv427YW4a-h&S0NNk&nrrTUkwnJB{U5Y``~j3Ue- zWlE5s0I1b*y4Dm^9Gyb2h;;2jOoeMlo!D^Zlcx3DyLOp{p434f>Hlj!7pn{}y~jv> z_U#+eygruq_Pgwd|mP@5YchUB9sfHt2 zgj{n7)!3pXaOrWhk+^hh#0nQC0cz$Lm%y`qX*hq*C&RunFMTCqo$K69s(0KnInCU* zv00*;tz6jc5>eC7;(tA=$P%igALQp(@Mh^&tVUekczOJnP8BF<+zb}>91%?>w017T zCR$CC$I0P3Cd+MvL4~J#jmNa%_2nE-SI~kEylh&$%vE4Ump42Ni;o0)Sk)kUO`^|; zYHEB(b=eRUkJMweOO$1`LN(PZeJB~Bc!Q#zBY#E|VWba9dF}oR+yr-=@x1cs& z4_WpoastVktAMn*NbPt`*1(mR_eNz|1dO&qdDwd|rLs%X6j$!>5*e}Fhz2LMLph}r zX_4XQW9$nSDr>Y6Cpmnfau z-L&Scy2_p|oTF26#iBu9WuZZ*8u;1MKp}Dr5}9nl)AsXXOdYHBVC8^AjPqp_b@p{~ ztgE8xo(!4I7H!#mR@dp0vE#>-vXrwA)g1DK>}mrhSJDYU2~xcWaDE6etE_Z4U(>c- zL$**?xrYhiq=O@ybyS z8OJ~{p1xxxy_)VSsN7&xK#P7~jvRNM+zo@y^Q=)4tdBmaO(CmkQP`_5gp!NMT59A; zxm^BY<4Au}$gnb)S=|RC8cRb+fNpo3KHRKqYz-(%KG3^v+?bus)PKOV;FOO(0G-yR zwW)axs0cDkCQeMsoJoAv^>*f?>8$r~kw27+d93AxtWW)s@7dc_^=d5z4XFGU@sw6afu)0z`+$bP0?O}2*{miO z>?HXhi}A8hC!VLF6tC4{w^(o}e3ZKdJ|G)1;;t$ikr7o}L|wkO&j5xy=Se|T39}RS zr4Rnc$1Gr2@LT3To7cwUWGDMM>*!+2XVrXdhLIKaL>|S4dOSy1d?p7 ze!cu2s>LqQ79BzLP+ZR?HRJStbJY3YTgAN>cQY5yo}av)EAF^v!SBQ4n?ha>ty5lq z`2X>4O$_^BKemQ_baa{fNXbh_s_@By#(uo-m1Q&wp6iyqP`4;C(yHqdF2gyBS`xC( zrnIWvT6M>VM@7uN_6wAIAi*q2N?cEbi}{G4zyToiVOR0JG*OK*+BKwG>PxTRSYGkl z={xt6eaD;U<#>E5c^X#J;WK_N|BL_BMH@nldTTu311@Wx|HcE;PbqrlY`l3TQzOl1 zxd#S<4oW%Fm895XXeAL3)kVB0mqQHv$P^qBr7vt$fXU@RlA!PMa{|(zfm&4{ZjSzl zdreHHiST5J=*$G|zAD!;jRbbP38up+mE}B_2qyLe3FkOIP6doA;Ud(?RS_b49vK0NK72SN}#>J{TIgncE=ggKBmQ9@i(olB0phN0pSKbRq%p zSylle+DfuT*Z(31?r*t06>Chz(H6=?jeTcWZ>mBO8wfmA^zIQM0~=;9m*bZ9uu~RB z!@rk(*2L=c`X|bM@d=u;vt6VN7E4g_a)c<|KipDfSa(}WkOg#xs9O0fdMuwCYU}mT zgWB~(1^a9}pU)Yi8dwJsLmypeZ_|(ci`CVi-EA^Gx4m7RmNq-eoUR!DR{BVR(912$ zgSqwPb{DzF-!H}^@)=`*N#5>XAS=8BQ8#uBZqR3}s<(YEI7JW+>|Y+Khl%Gu zaXzQtbPBi}nsi;Z+R>vWdFcVEmS~@2PY^B|DYE?p*P;(;@D5(3s$1|q_#K^F%xjI$ z&PyHr5c&2mr5Y^Z+9Os~Ri!trW8mQdN!~L4vhYVL>r)RnU#us2U$)%(MclN@5|F6377z&KW>V*@;P!tCNh4M8Gk9+jcQ%QaG3T`bWk#7o|@0 z>V#mzA;_daaznKkX%hJyfBdR;y4Vpr?Y%Pd`Q23AT|q*mU3Bs}EAh+OKn)hJPP%`S zWFdb}KL#u0r*_?HoyRIE{wX;0=nX8v5dBx4onU-;xl{d4HT&Jd2S+F91kZ1ybKGrX zXnf-owoNiwBh}p7F{+fq{5=Ul5D&cexO*hVAucNQ4Gb$d0f&27)cAnW@SL)PZ~#eu zYKwu-4;Yhr!*YeveFLTw5x9F9LNVfn%8`ft1S!)N5&vVhZSsrbnB5tChhz9i^lfw5 zhAl}Po)Uwap>+H#d6L<_0?rJmif0g<=eC>9AiowJ2*QUoi>G2OqWr)x@}^r-8}owcJ{4a`%M6m%jJq z!mc`e&l)su_iFstJMTn&OG_F4$0)vkeF#=^a!9 zwPT7VT}@SN`HP6Q{*E2+5Bbf4*^_YADUKo+Zgq3H=|xf7QHLpxngJZHMtRU&>{}8+ zYyw9*A}e?t)+xQ$clAsZX4$7`xms04!oFh>Nh!NBMLZpl8dD}$^z+Xrh`I|frtbRm z^$PpbN3p{YVP|NO^HsG&^~2kxYI~vzUU7qKq0pJf%@2nx*S*`h8GB|Pka0NvMKOk? zjzl2U$rQbyh$3Vy*kNbnr!yya?R7>m^FRPHvcHf*i3?AxhGmH&6*(c@!vb zkZJQNvrupu2}8vtBo04~gN{hh+~=Ov{o`i$sdk;omR`YLfgfEG&dkz3L#@;QY_ue* z<`!z+SY_4i`%BFC!QA}(H6DJnydIZ~FlEqfiMw=Z`}@rg-{iMj?(j42o1hb~Y|?uL zi+zTrg!EiEBzk=4Gkk8I27Jq^7`2`*Y^4T%-`Z&nz~K!*a0kwjSz~ER66paKAS*u1 z#Vv;;%lMZfmV!4}oW3p4Ol5LvKU}ldT=46^-sk0gws1S;z1O_qwR>W?DmuRr&3Adu zmFPLIWU|fgSzqKo-g#+8i;PM)ou24`WyR?I|f2cSEkf zUZ>gqK%_6M8I}67_gXsuD2Rf9aU4&dXqO{u!ORP#4&)kaEzFX@BB@;U?OCK9zd9t$ zq?;e2u4~olVbDv29rhZ(S3_063-N*X=skRaP`!s~pvNYbzZ`Wv{Ql4WBdsEaSf%-# ziQ(Dac4^ZmvbW2zV(2{qb(MEY32%j8nGzvQp7nYk1!=jvpCwBR`8j_;!XpQ4hE&Jh>FHJ z|67CGCAkq8tErwnWX3bYLU=N8SEilhbJKbA&wB4E4fSNBrf{GM=2PfWAuDnK7-mK{ zij#bt_iXL?e*3t8+WxoUaqqF(zquR#*T*zm_Kq0so>5+T^*1AjGU(!H5Yl}(bE!ym zySw1uy5~Lp`((+~#yJw1|77`zUAyHxq~p~S=cx~f{^sQ`N{0D%kDp6%vmWKprH^rB z5~x3axE^JJc)-$6`dM!g?wG14F#zZ6R7<1stw+Us8-x0nHjg4Ql=TN^ z6rVs*(f=+-;tk7QFQ@Eil!Uvlk;$snY10xj{ucbfW8^Vpj$mv>HPk36CBVaD74jQA zBr3a{E_Z*`^;1>(O66&W*Vc@kthOQZ@1L%$W@WvL^+H>?ccs}6TrUCg9~73C=j!3h z^6N&Ws9|InA9Jy3??bK>cGWvf<8*AN+68SFx)(aW(}e z4(YB>885OslO1`>1c+Gl$2HA-BjEpui-}b=pJt|gIvz`*Vfc1b<#WBta+V*QT7mex z)ETSWd=O~G=K2VC-=O!i@tUh3Yn2NBxp0>Pexq*Hd9~hWx z%=&Mqq7LR12uM~8aeTYBthKh~eo_N4phtwhyCSMrFaTmYVt16+!iFP+H z#gWs0dw)GSeW#MzM!oW7W%x2;NZo--`*?LqyBrJcp`CoPY7l)iMTm2^pDklos@TN= zz+|SSUg(FLjL<^O(3pf&XeO&7n-*y#pNrKSe|eX4SCRF##&G=AX^R?kzU7=gbf0YW z6_~ZwLpPeB8)Cp+dH}IE@>*ZR+Zal%Vz1My;>Pwqunhbb(f&hU^aSn-u{0GM(2>xa zuz8WuhgU&*aHJ7_KV+b07!Ja3;Bz*_TJqt--!H#ul~=XhELM286JQR z@Gx^fhEh#c34B?sY3hk`JWs#G_rn73&UCE{{SFs2Ot~C zdyf|{MnKy$E{%`EGfP@Dm^ec?%R=PGU*+f{R}g^5IfYAQORF~B7@yU#C&C14o#8D1 zx$XXtj(k~vr=b7aBc(-6Cv}*0@n!aVzZ@q^%Wf8@W+47Ohi7n{Hpm}0&N+I|%{6`l ze%(@cnw_6NX7{ayKAPPAf}Yi}0eclS3iDewdfr25d6OO5 ze@`|Ht$FPl5`#`VIwNDG=1+*zY6hDRh1=-rg+a?`AX}hI+-kS4xMzILY==HG+RI8~ zeN%8wo8RXPcfvEQZz{GMM2x}nlI0B64$zz1Uv31;xviFqLsF83PFIw+&g4SUxlqZXyQVX9BQghDOb*f@4R-0;sMPt?IPZtn6|Vy->xtFlq|sY;BIKnqGDCx9=+m77)}$TYxCy5~W6@ zgMgxfNR`k+i*)HoH9!DGWFep;Jv31W1PDP|2#_Ek7FrY%dKE%1QbGu!oR_ut{@s1Y zxO?1x&e-SdG4huYLdyF-pJ&ebo%5Nq=bRJQuxy7JcGO38=ObTuhi`yv{hZkAo>@&A zE?7^#a>>ueL+ht=4gEbZy;QsXP5FsCS3P4dp1T*`b+i7=P0ia;#VrPQx*j^uZ)!Fk zYs5Wq-t``D^KH!ia5#N7LYAa)vx}AbBJRuT!k-ORXYMNAuG;%Z)HZm~;V_wzK=hlC zeY31sC^}mBJ?YyfijIk#U9>!3zkb^?;*r8UG`I&xnY*~AbVv4**n@hTw&PcYOzi5? zgbc~4!uFPxXSTOfo^vqf(gl)+Hvw8xi&t=(Sb$+e%{1GB=o#g2d`6f|Ku19Wp z&7E}nm2R2Qk3e&~S6}XBItIIohEM!iSSS4TeET2Tm%h#EPZzje3_as=rcR>h%iq5R zW7d|yXI$>aSaF=u|KQG{uzVdgfYQFdVUF9#S3f-xHlcnx{J5$KN0CVJ{q~!2l0vP8 zfq5pben8^3JTy^o@qS9Q5@Hf)sQ$2T<5A{&9WdhD0}eGg^ldeulBNhA1UY7ZPyKgQ z-riCQ7}?|-(5*UqPCeMm$!Q8W^Hqh)BLD+@oAwUI;-vv6V0wcAmIV-&f{Yz8VBCZ>0r|(rCCQ27!jpdXMyw3{;sSvKRPU zMweslXdaTQezH+P5=eWIZgyCCXB(+>!t`i&Xo=V5!p!&IID$ayHIdsxUmJJjPVXch z&)F#fhg~+IWV_mh)(m=oLlu?p?T~kE4i3LRa4iB3kjn0u=Zy3{-H2)3v~;!@YE`p+ zprQw-@b}DW7lmz-nZ4#jzgYb0@gcsFJTt3N;er5Z-{)y&y=7=*JK5kSIwsZHZ&on| zF|#D3lr0&Mm3WnaY!4Vv;S;Kg(z)udR+~Cy0;a5U7p*>2S_e|H5ku}pitfD>+$k#< zzX@jE)E>dE{Gf_tW)-8FB%Wh7V3ua=0n8-tsZUY!dd>k>MSFh@oqAPy69EkWvps(d zoRQj3s_4=z8krCAU{A+3IwA?Z^A-4viS_*QnwArt68%{1*0g>#Lu$@;W^o2glsq)Q z`6SD7mCMEu=BB}!n`)Vx@7ga^pbdKeQu-Z|73mvW(+9V(hs_Dqk|x=Bp*RIzk?uR> zPFt|nC1XQTk@660;i|8ZC`+FYDZ|^R9>Og2?Hx>`4f6X|Ue6RPs6=C1W`I$pRZ-NM zyez}Tvf%FGM!q!T-gA9&Z{#5BFoj?%TCG!X!FKJ#6-c}O^4&)BG|5vBDY9pSP}g36 zzbgK&F{5WF9BM3sQb)+1r6O23i=CQ9ECyo=1<1WvZB!KZB{a&VGqnhTKoKri!T0bkA^^(^7!%q%FrY*gl*ii1rUab5*aBRP0uUy4HPs zvx>DtYEt#>_SB@iSku-?Da2(8XV`jWt)*(F=*qMvg!#HZ<-*ds(20PBD(97e4R;12OmpukQ#Hf%V@l&-o3`wJ#f? z5PvVcHHa~7PQ8M;#;|fYe+=!-5tNz1Ev5WWU#6_lzhf>C0rv`1?3va0<-OLc=3uBi znhsv!-N}EP_ZC6LVCF`yxQe(rblKp{Fzb#(Ywm~|b8xQ-uZfEydx~WBkoBTz$qhxc z+b_=&q^!mpq={jy=LQ<|F1)+i#lRz5tSIQ%QblzF)ar_6v>7BHAyHk>t`X(-rm#}` zXc`eArL|dj8o!`tiEqK!Pi_mGKUnC`Wej*;E)-vWYT3yRUh8NQ$g%U3GXK^nIJ{v`2sMZUQa z>yO=Tl=FD)BHE<{lz7NkZ7NqCn_0PQ4JrfTks83k1GNV$qAUD8WrI{YG9dMRWKY$> z^Ur18A#j_i0$QaWJvxi$!rt2*?DRwJ%`JZKuhI#Czh&+gm&}to~fqQ9^39; zQc!xk$ckUAD}#?$Cut}w&Mr|CKKS(q^524JiI$yCEnTh79vd75=T-4WW|HLs#))+dM^0M z@}^!vHrkUd!3NR1ww=@9!A5oiaB~&O733-|^A23>&fOtgB2c&|rFDr!8rKRXhK+&Y zA~p_J1~euPyCB!jvz&hNDIkwAvXU-b(N|AQ4el-vzxK5XCxot8x3ADRpc64ao)t}1 zzLku}5L&YJV@y-!_oZuE>&sR# zM$OT-E0L~jY_0ECE8(e{?!`8mjUSVK{ZY2f4Ce(gEQIJeb>FEXt#b=EwMaL#7NU0M zhbxEUC076PU10GNOzb0d*(_94$#z9;sNp7hNZ56byGCOU@Z&gGskFbJB$jk6Tdrut zR(`Zcq3DMwy6EgoUZb^?u^*+UT4~$M#Hm{)2nyXEYUeENm#*32H*tvtLk+7^kP@A$ z+47QgJA#c#ivtyj7UP+v6@4ZpmZ^o-@$(~|l1QYaurr$n+BKA1xE3#MuBxm~wNvZE z6BJWRq{~*4i5Xlr2B;{+{o4-=FDXaFNODR=jFbSQtdqzjHAAwQEQoKs6o26g0GO4V|zo=KWwg6dfYgqCWv!cy%vR};xy8lACF&}YK zm|P!X#Zje~^?p0fyNpo(v59g&l=lAYA%mBy-SZVx7c57+FxAxTdI*F z<16v5FbxX{@@>efpXlqojwrv}Wsi+g?Gm%3NTnZk&!9qb{C;^fiPverm63kqasMvT z%rM59anV^|V{lxuAN$DL&8=v`+#wWAvk$9QcnC9GZVAkcluoOdA9FzS$SZdB;0(U< z4+e*L4stPo5F`+=Y&8ko4Bh-hS!6)AAkQ4B{(fg`!_F~@yANRN+_6%4ROZ=|bKfOP z1v}ei%19-M_d9wb{3f_Yk^?GgeZ|ej$^z|O=E}m3eZjAUN5FNuw^G1H^Z4zR^eRLR zpFCrLbwN|#doimN(c=Yokbj~m|AZw-+FZ+!Y>Yu>wR7vEgT*epLcFLyQaTUV>426R9SQe_APa(an-C%05eh-{Y)JhdunLAc5v=I*LR zpH5~BYBR4Fv7IBYRKRHpt!V|6R=v*rr?!I z_5OWvnN2vqU0epa!gs$W4Y4zbc@msQu^F>(BE_YLl0EIs!E*9Ju;|V!u)hAFmDY#I ztc-VvdXj^Cnp$-ATUXG#oiAlSgoKJ3qpV{C(@3f4D4pEac0P{W=J+!GSo1#kRyq2{ zLh*;0wolV5k;LB7#EIzJ6VG{!=GG#YJ)vQ(@D*LHou94T>Sf4%^o>Zj`pJFT+=qTb zD~@xj0QPq46#5#mS7Nhl)i1Y6qf3f5EfXYCjM8?X;A`jU_J&lEttHtyw-D4iu%$@` z(IxqAtOYn^T3(_Q&Rf}AS+;SQccEyF|&v6C!D9UIXqqvZ?C5>tCcnd`gQTP|Z@B862i= zWlzZti`nV>sMsk@#;O-)cg!XPza^>|j!HL*nwi$!bR7A5Uq8;~i!Qonnnt7iY%w2|HW(7|1@cwNrT-#EaF|PvCmn@T8 zw8{@}=jw?@hmW0DnQ^ptGKMFS(?gHrIwE31gPJovjnIW2i1#E?S5K(q^WQ--Z%Z0gK$erh}3mbD^ zZgXH66|#hkC1_-~yRjq_LtPj6<>i$kP#ZF<;lp)l)lYP=Kw~ez@RwyBY$0O3AJ2Lu zZeCo3uKp$!X(|p6t}F<<>6BiZ>im`n_Go(P{^?gbM9tPUPg}7tvlzBm8CXVWbzOqK zi3lI^QCjly+1PT5wO+jLHabrWvfAS|dp(BA9(8w9FZ1U}ohljmV(1)8Pf0JqSjIL7 z4}7DDARm0~13Q>n9}p10Y}Hj1fFF&_8(r9mZuFClm&F#Tm! zjX@T@CHI3eb(hLY$QDtG{s+T4$BFvRb>vCNJ2Oj0EyP>^M{LP0d1n*4|Sw`bS2NmtkT4 zRo7qYW&MHfouVX39Yd6I5=@(*E2@)1dBw12c^lje8p{B4x9KT;}BpOJ0Cb@hEz?G!ZUQ>{fByDp^VqCtygYD(4F90#kMX2 zvA;T`hz^u5zP|;FRz&(j){z;5Zk@;69VleW-u4cgU_27p+MakrM2du$5U*?pnh&;K z*#2~!6*ZFJ8E*ykfXR^+o}hD#VqPG=iKDMY_nYPSnSwzF1YVO8WZy9;t59vbY1ji7 zr)~!aGO6(FjC1K~#hR1>O%>DE=in4vm#r^XwZ3Bkm3$}XhLSg26owWDVUG1q^pfM zEPRe$;C0RB0O$6)zr5$xDUqVQUgm9-A8w%%8PmCPIWy;LHVY=d@n&= zDwI^W>GiP>5MNtH&Im_Ug?sf$(~H55QQDD>bcHW}MjB5k4xG3HvasZPEc6pd!k z<2e1!TpcsYQjlWDF>|2Uk7187O-M|3rp%iz9;q$pu5PUdHhwb)ZqD+N`|a`bypk#6 zNCLZAQ-bOSztU)je$GU~wIYl0U;Ri3sJcXFF7Tz-w4gVf?3tb;R*G>_%&|uE^x{CV zia}P0s;q6X(#&mfgszz)Ux_p_+{g`n(UUa@v|2IW_rj*BfOpVd!Cj=(H$JSo`YaLF z9T3WG0S#}IcV&?eqX%BdLt$)7P^rea6-8=-=I-xSK&kEs@t$`x+~9d}azJnFL_knG z&Lz;w{_8Q{awCu2JCv?rh=HMDj%7T?*KTH{s0Qh=Feag3^dWV@-qSFkvZ`W%Q%ccn z>c&PUv9ZH$#UH30-FjG#S}D|#<%5n(+T4!iyDxuFF4faJ+bF*=gWtr^5M9yCc-ngV z!p@I&9?0U79ZQV4PiLCtR{_FK%*Ny_j*j1qOOI$<#XG)`tTXfLejT|x6;K}GEwZS; z+1(shUZXzU8LWd6HN8MO5kq^0zdl49yAvF+) zB5-Oew)LCQU^|wOuL~UwBV;q@qiM$ZJGdwVLy_5vZ#_e%gnfGl!&G4pypK$&zSL@^ zyk)+HDG(_s-*Zp1Gi)|gI1t0s^8et_0!GLO9oXO^*&0k0@5%u$OGyBa_nfk_$MKZ? zD3KHx6lw>&fJQ(q@?SqDt!QoMnr&e|{;V`p{}Gkl4BX2rX?c~5UC-bhkt!|U=o;`) zFGG=3DD0LQfc0m zrq6VpARCX@I=M>cwF%hb6t0-&PqggBI_V7S*@ssdkFO(rx{?vtSQnNJ|M!rgIS&Lr zX^|{z(D@mgi@0yjZ~Jv!5VtKk%l^GG%e>rsxnCJOp?6nlV%MoZqfo3A_2Uu6@PV_# zVpR@9=v|a`hk6Xc+6~m{`h`2Iki2#6MAQ1Io(lPg`pbOoPD&3c3!JiLh+iG?d1g3? z`)wqWZL&~N-cwTPjm#Z>aK0Jfq_$gJpR&}t)LF2x?e$WUGi$?RjonzYKej~;m1bRn zL~?Z4>BOwuS}>KYY>bi&>%>M^#U(ZdW=5%I{}e~c2GAbR0L7z4s8QPx3>|ZD{{oS` zQrX&PGWJdW3H^>m(D!?d(Vd+V>|;IW=Iw&dqXvu$^xCuJsFwfXuNLnt3}9zK{ZWkZeO0N|cwWiCJe!*_bl$*An9(DcaaQ7M2Ptfn`0_>N(6&3$r&Rne_qbb!kt?M0hPo>kwS=J1VBu_>Y`SJ>nLlx^UUfn8Y#UqWjLrkk zJ3PHcB3``q^1+B1KLJd+WITJ%Y{lxbOj;`xRElw0n z2nHJkJ6fAx65zLdUCe*ub@BO^Xy;f|ekgA$w!&3{{INCHM8<2~C1AF|dMx{=i5Vna zt!rfpDk1=U%YDa zfnhj8wf@wq0*vG}MS=?@haJ<OjAy0+D!OFCe<@NYLryr~p|s4BzRPnhHI=i} z7IO?zE+4d{I1PyCnzzXcXtDq#9hXv*3o(xkATMkXM_EG#wA}Dlz4a1J(ygx`&jNm1 zW?*>`g^Mg*RiWD42mV^!KMQRLDfUgh+b!DhEr38FD`?wET0UaQnMxQGHGic?HI(~i zXU2$glv7L<$~Wuf6$eEe%Wj2)+m&Q1S^~Vac%Z{jt#Ke^yJ>8UAr8kOTNaSll5Ivc z=T}XYH=-BBW!?hfs~N7MdDnQUPEn0%$&{g2>ANfXE1Qk#A|XSMX|Of;4#T!>Nvi9T zM_s#(eRMjaSTO6ogMLsRkGo!~jb9Qa2;`;Os~RsRFYSe}HdR!lt}bn&Z>XDsFLi#X z9@M|f-@CMtkjpY#CY8=nY#FmImi5Rr)1S&^x|;y?Lz}0iy9%Ofxx8+MK z@p9aOzf_I)5GtZ>mZno>_-s8z;(dQx12w8{g2}Pxs5jn75^HNk0${5Z%X8yNK4y%I z9xw|1j6aK=T*Sojh<7V{A52{C$h^x}TY|pi?xzLkK~Cp}loy3GF-Aw12~#4gb1yF^apFy*AroAcG~ z3Zw)Ja1m59po?BxTZlC8k_}O-F|vY71zP2^^V*i2(N_c%u0MR^Z0p5LH6ZNGG^@^wOzQ@AQ01&re zGjOhbavvcJSIv1Iwys>ODLJ2)Xp-+B3~Zi&tx7-_;lzEp+RUI`*>@LFzIKwljcV?m zD-{)j!EvB6|1}^xx5Bj!3_EA!pN7xv+7=QD)zV((T{f4WB05lOj9gBbABr%2svAb0 zr;AQrjYtbzkTPC2_RHP1xe_vfOIaXG5Ch#Bw-S;g8Pn;6g~A}r^-REO3YNN0TVw?{ zF9zf?R;iV>tR*1Ks`Nu~^vG1OQIo&Cks(MtOw8E8E-lJJamlW|ufJ~V5`oG&JmdiP zTs9Cc!WjVpJB({$KcoqJjg{Ny={~DAF-G%`DvEpXB_(1?!|1Y)%`q=1j9h9TRBs%S z*f1@BTN>Grr zaIqrf`gO|~$O2oLlDSr@e&_YOQ=0*`i?*|BJlCilDjh8m+Pma>T?G9EJy0kU$_s_r>vU=# z*tlmOsu_d2vHtCnvRPjt;xgz-JC7DU;aaq@{hsv08hnVmX$gIK7j6&5Mm!6AuF{72@Z|YC!$DEY{g6~}q7_!(kG}Rc9fw{2P)UH(6M7p*{ z_L)<`r-jehAv3gLS5$~O)BwAVv?5bD=OaowVY5)mOv^CYIGiHr%q>NnoCZS(IDZ)* z_?CoMCXp36|M#U=DoYiuq2fjuGV)}x_;VM*)KZMUE5-yt0L$aWF|Mkp%dRz*{wSoN z^SpZMV&cK-IZu%^mtykv{B=X&^~+uy9TOt5@v9frdb^&be?!^Un_1Pm3I;o>Wmgog z@`kF&B&kbmezGEGG+%)t%dffL_Dt2EHZ6C}#3orbn8}v)#X%4y5|ybSO|rDS(Jq@Y zEVHz=%iVqShQ4Afl=hpF$7m-@ugOoHsss8f@3N|8BPEC>78{o%UgWg0BAw`L%J)#< z70S+fsDDel+hzHdg-H_eMClam`GR{84hYlUrZ-M6EN|r^4{UK`P`-c9h|JPeZF~%vuI+G@6>W+*bj4n(O^ETs^FT z;)o@FKb#_Xa^3-dq1dL-(DSjsSy`+MKO0&{lO69PevteMm_TCl?)Zo_vtP<7a7twm8Er*|ugL~Kv~ zn~ax3dJ?>P$9>glsbef_)mev8$y2ED>Z8Q}^I|HUgeAFc?xHG?`tzZVYgv`)Lo;F( zxBkgoh||7Zdc6w_?5-c${P-FU@WWj?4pQdu;9EawCl zydBaO9P3M68XKE!@u&d_r0s5P45cr_Wm7D&{PQbTLrfW!(D$5|KM`!NE-`XQgr)RH zt4F=s$Fj1LJ{@~X44;uV4(&;Pr8<+bZ?ejVdD3Pxx?lkmob0?XzT-Rh>kYuteH5FzC$VM!Fb>_PKnZJ!zTtx%_FKb*;C#a{7MjJZ%YkWdiFrOzVR6)EUqWD zoODOI{%7L(gYB;ehiTKT060*$8u|Is`8AR8HIZ~&r%SniYH9d54L&aDmc3SkfqOIT z$CuC=6;(SwFYNt1+(}M`tmvMHO`p7y{ky&&U!F5Gv$WKqq%!`ncUJ3w4$LGr*V^mV zf*;;s4$Hb0hgcDdeYG$t;;qOXfr*n5n;$OV0q+NE>qQH@!jNiOml9|gXd_T;2o!bGYhtg#rvTxe$T{olu-VIY2n>tUMlN&i&nX|xR>q3kf2NuY< zzgSk~<&JWT!!@y7#IvmLp2dLLRFyXP?XN_7x0n00U*GP{+uzi;Uw^x|R3ATZ_+U(B zd+ox(T0GF*QNyKP#J(l%860v|_IC^SY9vtce%v=>2qABbRUwLp%Y0xu#=;6Jr2=%~3?k&!m!xOT`S+Jl|3xOwe(EcybP|EH&;1-p0 zk7cz0NA|o7@fo|oZ73om+m&37emj3IxMp7W-SW2r_~^k9VstFN{2>-7BRFV+7mS6E zG#<&S9CTLpI8UqlN?ocW!dEs9uWsqo0Wh1{MayM0{J;}xkt+LpedJ(eDz4H(Lu)H? zR(%|&R$~Yun}`E505%~%WGCQifvs>KUzcu;mc!j|?osxtJdpECI6N;5O!1DB2&wC0 zG#vmJU(T1hg+p;A8_`zcwdmiCeI6}*Xyh6ec00WOmRb9=k^8ed{Y?>uHe;RLj5bQC zog}ugKE<9f)bI01O@+JRV0repO+>-gY{bg!%t+)RAXMk&j*>4vDYN@Dw}=@xrPE{a zUj|cjH5ML}qLp0Corvv+o9OT>O(~VEO3EGvJs7<_w~wvfi1TXiMiY|0;Zmqh)BAg) zH;h2XcDz53Lm8DNAB8EngVFwP@Xca|CD#&9?WWxZdRY@N z;JyhtCbE(k)rI!3V9#AoDQaAD0c9a_Mh-OR^^6ggsTb(qbS=K3M!Z+O+85N<$u$0e zCUINL80*-N!dA_m8%GJN@Kqb{z0#(gQWP`|I}{o%Jo2tDf-9hA{hb65(E6tOz|`<` zV8)|`x8f&4na7e2-S=S2m+`;=B%*wJ%#Gm&j+l#$cvM410>3oGN$M&lL>F2%fgEH%_s269snry4ONLwz#*`q!lSv&r5JumhuB^qRW!bKQ*=v zyM(tYI#@I`>h@vM&u1)ZU9+qiXN*VE(<2AhgZBN^@Di#lrA@;%jjfEYk-J|3Z+dQO zaihivOQ53D+c`FHa}kP9YWyW=g*NgJpd%m6&U3_2zOuvbd#gejl_s`VV_EF8i7FYRP*EIFKBRP`TSv=7NF zya1enFV(8FM@SB&nD)1kyIOwCE9)nUE?csI|e%7|J)w-Y8Tj@FUYdMzke~?f?McQJRArsDA0tpB;!>X zPGao0I!OQ1?lExd7CT9wl5g?^@M1JFh)=%Ar)|`LINQbq2)h&zEy&sX{%bOMHMmM5 ztWjX^a?L*5*aKY=#fFNmLz1%4^ZVG-?`eEB8j7JuOK0y{QZ+A;@{mKj$AthN#;ZNN z!^NhTD7FK85WA5>r0hlLMtVMM1+fpO;|J5>UH-jUW7SuTn&4GJ4}lwpxzL4aAz<N7e`aV^-cRd*o-8;jH#{i3j14B4t{x{pqG#qxa3X zsus2A$y$({(L?g=VfzNRBWJNq7YANnIuGQM2{VcqchHW`9Nm+1FKkpmNSd?apG#Z6 zy!^eA9#m#H$iQE_^z`VhhxFRa{h`&g#d(oTS)oGmX}Xsn%HRB96Rl~_`@_@G{t!>1 zz`8&$aW_3_mdIyL&pV*!{c}%eaZwcE*9R-B`#$1B>tXqe4UKK%c@5Sg3lp-y?sUM| zwVU9AGF+isPsWKVQwgx}G#cOLp-WIj?~PV+0Vx-bqaT6J|BgB?o$M2E;OWUp-o?W8jtr0XRF;52018Do!t;1_6FFt{%?BUTL7#&n^Ug+eHm(#;?0YZn>3$ zf!!_9PUhfnF)3nTU4-8Uhb8sbe=5i#(uZ zMK5=_CgaP1VjX2l7`g}agUa1u;0@k#<=iQ|rv=+?zOdWO)$4t@IFziG_a+ZLD;&{U zbJ!ic^-v&G|M5TvI{7>GY~Z1+Su zH4TR2>6!x7h#BQ)!zp7q(1qCsZ||=2UR_(@&5*?zdS!U(Q^P^~C06%k%hsKm#iWBd zU9Eab23!%svUkl_1dc8q=k#;)lI<1P?zg?kVZnck| zPtMlI8$zxIV}8FouJI^WV590C7Y~*F=LUUNcx2+3elp;IZy|qtB{Ar?p%LZ|Q2C)0 z`1j%~etw*XYC}M3#G%qaH<%?#o%;`&!9o%6!0nU0=%A_11=*l|>XLAVazZchFE{Y{ zwZC=Cl&F6ctN#k6Y7k4Q;D|5sxpM#RVl7`@B++tufS=~Z9{|ThHo6Rt8+HMw>-G^UvaIKjT*XSXN!%5YGi|2)ZegVEIG z;~5;rxdMb_v;?aNk%-p7LznjkbRTeaAG=pdaJH@Rjs1S1oUn^3%B_c`9Ri!#m$x^V zX9p}s?T^Ya0!`a(%i6vyzVbPSgU57vo<`gJBZmC(Q#fglV_+dO7#cj_5KAV}^ve6B zRxKZ10W8AFA$mAzhL}cEj&xe}L}(s5(ixuRv!f!u+nwfG@8)JZsr7(DSDCLLyAksA zkapik3mxwkOhdao?W^+V->L3?IOv6t4L;yf60W7E@)z#QY%gkH(>GL%-uAt;5p5If-5xT zFkVfw-;nQ&XsWTiqfarN%bOs?e6YvkYRw|{H}aak8~T`14h!fD*F~kme@9CI#h%HJ65X^*#ifrs&XYC8nLk8fht#} z!j7S|FxXPu-4^=F+6T1_#KF2 zPJnPIW^*&FmJTI^+b@3!s}Am0EEQZ}e7vBK*#vq7JoXp^qCX#1|GcJUe1*@GFv>v> zARat;9ZCv!pFY$dWTr}&q^xH5Mj~|UjO}Zn_}O7wdmj9(!zNhh68J6ZSnvg}X(P5Dj& zZ~5yZcpyw#j3sY?7gyqGL4#O{2CPKKx5!Q1NQDDun)!Rci{4=9Hs)D&X07jK?H@*3 zfJc7lK9%$DOv8wXT#$NZ8*=H6-l?b2rtca`#%|x3$#AL{SoHq(D94vd03TC+>9 z+0O-$9@zbE5Lt1Of!|!j0b%);7QXu5F3=vrR133G18(|3A}@sk>f_P#zmN2PY@5}V z*lc{H9;(>Tr4049%DB>T>`d(cZ7Lx1^ZbtxYniu+d7J(%Nyl6X%$2}g2}}x@6fh}Z zQoy8uNdc1rCIw6im=rK6U{b)O;Qt^6Dk<#yk*{-H3J2mbYP2z0sQ;^gb>BC4s$@$aAT3Cr>i7Oo>lj^@^_3AAE~QpmUBU0H0l{e!3DGmZ7nGc4RzET1M_UDgIX4VTH<^eB^c_Sdi7DUy>(~*FyJV#s5#j)}RWu{j@I514d^%qU(k)67NcpVV=+7NbSACRw4#69eLA^{H3a1fnp$X?IyJL%cH|B`u@R zEiXg*W**U-2FK4wfcG@Mg)+?7#FvP=0~c%kKLq9 zmKm>#9$9BUQazTvasGvu{oBvKPF>-QUt01CV9E28m6}s#&)>yk~|str_z<Ntl4w*F*PbcP?<+zVw+ixFrUj**f*w+5hr;X~7TU&%K&i|9Epe@EwQ3Q`u{* z(hs@LMalae9TPqBJnG(=qiIKF@3FeyWUIWTIdFvImfQeKaI}Zt5z^DpA8ba?l>Cm_ zvRQuO^5Z-erF)a(MYH}jma(VqC!YO2!}tDH$s7KH)0x_RXN0X!z;53%QQc02CP znYTCTKg5gwl#DLPzipzic_~n+{)Aoh&b#A3L=}$hvB007&0y_y;2Jnm8#P#=e(r>B zOUJ~WCw$q*1wIW=-ml}=lyi{ z^k;>RgTw>eiHn3&M%_wPuuH0isfwB z)BOnzQH!lylj3Vn8YRbgSD&434*2aDev!Ztc`ow&`0EQ_ny$P#Y0c*O?DWMn(Z9U@ zGCL!5V)n$|^Rq1q51tkq2a3Ho1N&_2DDm;tz^z8TbK*wHym~MG5-|NsBD4CbnVyH3 zow$ZL{$lcXHD_J_KOr~mjm!Va6NO$r{Z`8)<*GQZ@%?jmwFiw<@8fR5Zo+OCnsOEU zkgQ5F>T|4(@ps_&;UL{)`SgwSsqg6I(j?E+#q_Yt#wq>jA?Z-ryerU)k@xqJyLGG& znr}9PpMI#Y$k&;yZqbO*yNh_A>iD-K!ZFS<`j=wcgUgL?pT5QZVT`&tU(s{9@S>1* zZy~IwuG+9#ZOCQlnuxA)0i!p0zHRfu9Dehp%VifE%2moaiV&r$-Sk+?wTIjCrhYB=u`ntrx+?UKt&MEOOF(zH}5chEK z81!I}WlIx@MZ}O?Vh&W{V0t%pp`t!6v~I_P+Pa{zkSv4{A_xfznG2;Wd{Goc_#nO` zD2Q2wuhoyNIcwOgDb}+!_SaG~S31pHFIUB@=A+A(i)4Ok7L1l^pq+}VtlT~rRdw^& zy_L05zJ;~Lf2#?isr0Ah2kQ^&UsRlGAHQ7FoU#$Gh|AG?tC#rQ5IjH{GkaK1tR|lFoOvX!P^#GQ z^?k(%1X8Bc_fEC-#<%bfuq?V1r$)S0d=CF8KU8{I8Z5IYeE}i?VYl+GUZ~h<9r}#$ zv~z-gec>_XRMm|fovA^iWX6M=mf`9MyNXf%2BQYz7WbAIL!2RZTqE{LES{S-5Ey*5 z;W?aqc5!a9u6r$E>iCtgD<6CHipFyw-4fkg-5)ql3H%ly$^7a6^YLWeIsYVCXW0bk z6Tf_t`Ecr#_2N#aVSnOm@MrJOqXQa)dvy${)B2~AbmPCK6eZ6J5jpMuPRCd#Sz@qn zX^yKNt3{e>nsJ(mnmmMHLMa@y?XbtX7rZmN(f@mPr=MZWrovWsa*m^bO^40mxF+ZI zlYg)Wv9&g{G&elE0P2DMWlQ2`)!w}w9CPEO;wd}6oq#`Or4`D=mtb|~Pa>X#u*o>y zy>t6>!@bwvdcNt#C-Up_hvHM|>kH~p@Dx|KAfYFa13Izbev!GA%RFYK>i ze-y1}R6llV=@-Y;imbeCTGi5!e+>oIK`eg*ZH7FSJTH7fWc7$)n&zJFqTZN2}iQp36 z8&;W)5c|O&y>62Zd3=JCVR?ysF+S6?r##NWqw=#q;T3KpIUy++L7 z7s9a1IYVEE`ICs z!&tJ7r3ewpJ{bEJ#*&DrWC>*r*&;1=*^0;#DU>y2mwnBi<$s6IlKj7YU*Fg7&X{|j zbD!sZ&OOh0&U5EEcN}cr(94>Z>9ncxw^lbzZenIt79(4fZ!2fKe;1DLkZkV~%My!1 zy$gF#pFeW#z0>yKih?)ei%Cs*df7UeI3Id(`29NX{9{_FuU^4E&nHiBC$AQ_>Idtm zcJ_7ND}I8q@mBL5nDlE);%?>^kxAISu^hS@|ETbTm1;|5Gjn1BI@!Z_NxuH}V#qz# zyAoI2&XpI9eo4y7%js|OkIgk+EOU9*Tk&&CC-#L^4%$f4C&{N`_Re-#C(rB0F(xy< zHj}UB9V#ZB3%6rNvhP=t`;2cI{RH=~mivs|-%a8q4WZba6Rq^#HSUw1^y%OJO!@4n zvCPNo;@j5S<})K{r)f0KJbo^dz1^|iW%;aPc_yXHw52e}D*R5V0(duiBUht_yyaPo zuu_rIlybImOXx=Ex9j=Kbqh_Qv27!_-wN#%uSI`;k?ia7v%<=(v39}k^K`t-h5oEc z^k(O(!??x7Xq$)4eCE^O{uh-ptNz=mKh2llM^4UYtZPIkhsk){px#>Y6mYQoKCl+} zhDvQ1o6SAfxTy$#w~ZgUNRHTPfP(9DsbgzZmqJa?v21o*P4*w4Ee*!}t06YAM%x_?t|EVLz4&eOy#qC$y z|Hq2|tb6eTVE=VU{70eCzvAp!`2WGWppXM-1QY%v+JBS^dcf%ShT0#2{;VtDJMS;! zac{)_5$!*Vb-?2H#{3_F{)<=#On%RG{1NRxi*?Z44{2Q!NIdQe0$;>g*kI+IJV6Eo zM+SvMfDZ@+VnoP2jt9IYkV{5HN=vSp39zzOPH>|yr6=3aq@cZr%tc!DT zwQ+I;fuW)ZfF;(&?!2R=6NoU52?byl06hF&f^zWwxcSG||K+Lwb(}!A?c2}a0s&do zuj&&-2c!me|I8zRwft^qN=^j#|4;7q%K*>)K}MK~_D{+YHhEzcoV`2F&Bh$7j>F?b z2s*+8vk0LI2Ip$-V&m-Q*uM%;sMudg-wB$9iHXw?WdHXCPzcmtDF2@O(~%eiK_doCWrRNzFmRD*f;Wf! zgM}1BfW*bod*{V~1oJ2q;TnKeAQa*dw*xYv_VfuLB2mC(NASddzhDT0rhk3Gfzd?Z zbih^)yU2s;+*hwU)&ZFF{@e@pSSwdRoiuy>A-`w4B1kb5NCYM>227TO4=9RY!RG;6 zv@w@+w6ezm@`2@C%?a~AS`0~81=}x(zz98|fOS^E*;rY-(TG6-1J!oJIp~6*!0ZoJ z!(sQj7MSh9di!-iNJ0}r9TmXn!~tA)t1C7ZZq^_K3Rr5pi1pkn(ZFB?0K!Eo+1TS? zAo%`$!@s7yNBDbitKl52+^nGhA{5Xtz?V=2A>n91aG*V~d3pp)N^F4&Wwu3Vb8*%E*hk%HDoG23c=hv zb4saTOgt(IVS}(2=x~GC2&~q!Ydmc`4`cpjqkq8-SFSE?-jU5*(%7#0s7U?G{r8Ky z9#hv&77UcF8AUuuYnLI}q#BU)@EZ3W?{j5cAMJZ~-lYu<%d*<)?!I=MmvZ-Kz@oCc zQtb(L#`VXKBz!00R<>Y~JLwAW@QaOB@0Bs99PXZeU&?bcM?s%nf$y=3UA@QTkojqi zrtwgjy0rj!;fQY82&LzJUQS7eisb%U*U`25`xifK=C@qiSp3?OSoGL#LE7_%|f!A2}*>j9l{}*D?RA>21ZiNxt8ODJzn86>itx%-{Li<$LbK zfYZq|aG&1QZIAayihp>zrR8j;BrSf>4-JMVm*p4ePJ32Q^`5D}vU41#V;9?~1a-M$ z*D~~iSWDh(RPLJNitA;$nxX*x)K7(o=yqk1%ZfuqnZdS>wu&v6gz#6RFDv5^ZmP;- z?QX7xO_%AkZ*-_yC~ba!dgOX6)uSeeWQbdF+o@`1KMFlv`P)$n@f}wfIF4$`IQZ+_ z9!4klCRfduBEs~p)QH)FBP(~#15nVVzv?$aBLdH8w(`9tJu)lEJnV!p3Qa6 z99Vnkh0?z8>W&BZO1$b^iEziH8h0jX)GEvT@8|1Q2a?3S<7P88mz20CSJP5#KwBKJ z^oS1JP>LhEZ$R7prVccIk;14t4|SYOJzx|>87I()xWSo1I(U{EetM#58UHBl$eVYr11?U zA-7dWxww3l+A1IEf9b3&!c^47GL+R<-?fcZd2tW3nd!~?>XOt1QuDH+f9RuzRmF7s zpFTB~X9^gub|do{zVe`@Q2Exvj01vkhAJJ(EH?8Ch@Ed@Tt+kJZ+~%yMNi4fpyntq zYWncq=DDvYJ!p_M<&^TEB2%WoI_fC>faDv`9I>MAwgei*^vKG(=<1=m=zdK^w0w4G zQAS=Iscz4V-zRn*!Ir3s8AaX+{#SWbK6Bit^bp}AM^ec{YpxrAnb1`X�>UOh!6y z@THk9O{DUpbr7>ZpsALxS>8ojdZGFPs2i)0aeBTdTfU->cqzttZjS5Nj^IL{+{=nG;|ZW zT4)Q|n`ACvx)gia`847YXb;^s{kD0O3^8|?w8kZ$#B%&cZ-*n6HI(hyv#DzB^O!Y` zo%NAS+D*F~%GPf)j@d4TJ7)7uKicK}+HjwTJ4)!eMBUq~Di0k$u!Q)rHZGRny!>jGBT->Ujpwuesc5`>xvUcM*YM3@GuSg4ECdFQLA&aXPteAH&xd>3QShG z7H+f|jQSj();po+fa!#o4p8Ol#A&TG@J4*(`j~GQv8gJUvrg5MsLFPsPFV$FIRN?Y zOtM=m&C#&^NMVQ3#^hCt*~BmV>q3-!9YJ_}ky@R(jz6 za>T=?-%BH0&tMA#adZk|gF8e3Tlb947_ zmtjqoxMn$S?!+7KHT^L@nOBk2Vb@V~Pq+(?m{I<4&ztquzG}-}?Dz~6&-xsFjtpu(%R?m2&x<+1 z<`l4qB76intYYYuh&8$=rQOOX%PNJkBi7dP}rFWoY&hTiV-a`Q$IJ*yUTB^LX>IDZTM@gZDhY zV0^u-xG-aK%xl*F^TT_094dw$->dA%*hnt&@F>~Ect02F*McJxZNDYzE{WIh+4ea!Cbi zNorzA`flDT3b5ZM%ZrT(#deJ|4DUMi5X-k@cNmM*9|%ofd`I+xn3Op+L(P1W!kF|W zl_vJO3v+&2&^_Zctw?mybWj9SW)p(UsapM53XvAEO~6dxg1w-;PvA%VWmvh?hmF&)b!1K4)D+GZ|}}9XBjC|*Fbm-pJd zd57GoXTk+Oow_pO54ofy4NYWjxaa+7s0d^4xfz3qrJP=s>T6$Kcw9c5*{|0UDXn9W z**woKF4Mt2d#<&5ob0g%D>T`YKlkjVEMIonO)7eJ=Ewez+Qt)NBVHLv&5#l)gUq_s z{p3~ltc?HrXTkPqu7MbGL$zliLKU^z)8%T7CBm*_|}OtMQ~gxw>F$ zkL;bm70{fj!$mOP21Wf8?u zyC;P#jaOKXLgNB5uhep@b(v~Kt)4WL~$~8@^NxGn&T9rj5Uc@oB z=Gt;sr*_t~ihHh>fz0!0dOnd>+dawSPREKX-L3LY!z}ojdhf3|zgp$v$r&2rXkd~m z)nLd6$D(o1v(VU`A|9T zEV9n75yW<-Dv)bR{;zdDKQbIG6Ba9XNf#EIG9Ry@J4zD7(+o4E+=(K7cpa#r$Zf1) z)NN#^H;nB2V6FEPSt|Pwy};pTz50fPSH<+H4235Lf7ZrPovkZ02)L=ist|X~IHqWKSIly@A`y+M?GW+h8BepxM&r-_wx z1bwoq&XI32tw)lK(Y(p30y8t5k5IjLBH0Z5i{$gO1#da5So`l3pq-qyF z>OrSrndC`0-PXp(Zy`5xbGPc!H$(0kxAQ8-Y@`~8r_0aO+nrSjTv(ugi9XVR7Ts=g zc^g=9)`fn)-b*6{i_x*@%OFagz&OvDRvGU?tH6A>c!kB-m-$%Xj9h6%t8Sse*RPF@ zCPPh=YZr|_4_eXcx%#=%v;_D@8`_@AJ7LR(IC9Jf|65a5t6YV-loki`S zfDneyn;^$0O5XS9OqcX!1-cLrmr{qcJHEmy5+?^4_ zcZfIO7i^|n=Yz|*b*h3{l_k*M0*H=hx44}Aggw#pD1d<;1s&=iIzBgsC+A@{;3_lF zpe~@Q2M@pE>V4CL06oXG-cz3sUd0uAswdGeM6L#-Ecim41&p-ZbeO%TV-n^P` zsXH^g$iHl~E?~`GtNzd3z{ zNl6nU*2%RKTTcm6YNlEx(R8xbK)`rx85>2ONDU_DDapHMM2z~6X{ZQCei74Dst~N9 zDwC2A=Cu^FMRnlW8NPyA(a2c4>B|x12A(b;1{4>yrwOOFfzh;eijO)sReOm9o!-Ev z5S~SIKs!l$oN_fWxhIXDeBt!Gk4%WvC^4&vL7Lf2vwU384a*uvsuoXe9?CvvTZ(!= z*F>q~WO8`T`(LU3w1u+hZ%u)+=*?t<>wDebd{r}Fy(4`akEmKyeVjPDTB73E-Olq? z|3|!db`e+OO9Q7?q=sxK6hr_68I=%TRru;tC-P`g~3vNV=LGD*8xED>iY>wJ&u!T<~H znTx!l+L&X!aWCmN7H*YJQ`(Uvj#0_*ow(74w4goxQZVqcd<1lz%JP=eW4ZIBTfttq z!Gdoj*NEpDJVoJ;U;8hb=`t0XUA4EAXZwM}7zgnWZ~BGvGT*vM2OhXv%*e2~Wd6?j z7CSe|5W}4&vhe%8WQMb&V+r`uo*~ybXI4?J(RllbNac6TP%HJTCnt_>`M;mLU!)8E z)Us=Cb*1X1$U5crR6FTK51sEE<&Vvab@03&nw*4fyDue|Y?iNPtge3QAiqKS>=M() zIKz@g$&S>3UYRGH^ldbeBH0BZ9Q9>lCbC-@c6~ANBgqM5D)Z0orx!1LNF!6jvt$*= zWUc8el2dc(oh{7Evf!h}H6oHvsIH52uGC(_JoIe36m46-X!oEsGys1jkbNOrn_6FA zjCGADX!r_KoX#L~{F72SGCKY*oP}C;reXIQVw5Ab6j|+NlYCc8j&iClLpz$J|ov>5qCL zlO4G^zB5NDjXJg&XFnZX>yjXeOyhp!=xBE)zMJ#4aHY_fD2tm33m*P+$`@X=8XMes zY82O!h(#xSNHDB)SX13i9=Z1+wZF!Xu}Y9=cbC@eNn3E_c|84~lt`biF40y|kYB^F zAKO?*{^>HhO({GQgyE)`|zayz_WU81j9h48>Fz=kG8!aUXApxCe6t=oc z%fB-;kqI2EM$LtHvfkzVnDV{1&#P20B#WUDZ4@W;?MhdKejEiEC4)w(n}gwB89 zEBY%0%BkK`zuXMGDPGw#o80<=v_EGrTw2c>1XCTSL@Qe{*}wTucc z=0{n^B#`EMB^zmB$FlvsQq@PrxOYp=^B6_G?T~=_mOVsRSY%2cyM)ORgb1@x4~a}S z8}(B)zWzbN>H7SK=+5C10ZWn19hGFrPVw8J~Ub2Qehc#sfa{cB$^BlHz69Z0*69~i=umx34x7z74| zLSb+y8i|05>q8)?fj3a^qLam+tI+(rYV7HPvjkS=5fB<6;PKZ6LLrersK^rZ7YznO z0ihYf26Eh^!O%br@q@Iz^MtVXFZF;!7+mZi4QPviiUWb%-|8VzKosCt8XPGGM+3_K zg$9L+!w}*?4B}UsI1&Xx9>jy8#Kd60TKcc`2r`Qkg6+SwCD6ox1^$CHI9v<@#2^mT zgQH={gYv=92!uG~pnNbi5&{QS?GLs^BGJGS|3MlGiV*vq2MPfLq8z`~L%;|zE5i1# z?hy#&VH%R~Ji%}EP(UQ+5Ka6rUoqq%y#Q+d{d!RdG$CB}8xQnveM!(M1a*i95=w}P z9&C#Q%=a+u|APld9pVdE{2}>}0Fy&_sKa_j!4B&R5c+o>VnFcc7x~;=ut4C&g@zDj z)V8^f1I7#py!QkNoDjGKp8wd3LhktoLIDGW;-t*cPzwYEYiR+8p@FNwA}n!mOEU-# oi-h6;A1Qv0=D%0j4}7`00X|}Hw8GG0FsQgV&8bt08cH<(51vO&c>n+a diff --git a/potpyri/stages/image_procs.py b/potpyri/stages/image_procs.py index ab5e9e0c..4a1d0554 100755 --- a/potpyri/stages/image_procs.py +++ b/potpyri/stages/image_procs.py @@ -631,6 +631,9 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.5, else: print('Setting sky background to 2000.0') + # This needs to be done before data is modified to preserve bad pixels + mask_bp = (data==0.0) | np.isnan(data) + # Set data background to skybkg data = data + skybkg # Also need to adjust the saturation level by SKYBKG for saturated pixels @@ -638,8 +641,6 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.5, if log: log.info('Masking saturated pixels.') - mask_bp = (data==0.0) | np.isnan(data) - mask_sat = np.zeros(data.shape).astype(bool) # create empty mask mask_sat = mask_sat.astype(np.uint8) #set saturated star mask type mask_sat[data >= saturation] = 4 #set saturated pixel flag From 0f75b276d646eab4363db17b014b61099923f9e6 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Wed, 24 Sep 2025 17:24:53 -0500 Subject: [PATCH 02/72] Updates to solve field methods for generic astrometry solve and redo Gaia when catalog is None --- potpyri/stages/solve_wcs.py | 18 ++++++++++++++---- 1 file changed, 14 insertions(+), 4 deletions(-) diff --git a/potpyri/stages/solve_wcs.py b/potpyri/stages/solve_wcs.py index e4a3c41f..fe45d51f 100755 --- a/potpyri/stages/solve_wcs.py +++ b/potpyri/stages/solve_wcs.py @@ -20,10 +20,10 @@ import astropy.units as u from astropy.stats import sigma_clipped_stats from astropy.io import fits -from astropy.io import ascii from astropy.coordinates import SkyCoord from astropy.coordinates import match_coordinates_sky -from astropy.table import Table, Column +from astropy.table import Column +from astropy.table import Table from astropy.utils.exceptions import AstropyWarning from astropy.wcs import WCS from astropy.wcs.utils import fit_wcs_from_points @@ -67,7 +67,10 @@ def get_gaia_catalog(input_file, log=None): try: cat = vizier.query_region(coord, width=20 * u.arcmin, catalog='I/355/gaiadr3') - break + if cat is None: + if log: log.error(f'Gaia did not return catalog. Try #{tries+1}') + else: + break except requests.exceptions.ReadTimeout: if log: log.error(f'Gaia catalog timeout. Try #{tries+1}') tries += 1 @@ -195,7 +198,7 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, tries = 1 good = False - while tries < 4 and not good: + while tries < 5 and not good: input_args = args + extra_opts if log: @@ -226,6 +229,13 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, extra_opts='--objs 15' elif tries==3: extra_opts='' + elif tries==4: + # Try with no constraint on RA/Dec + args = '--scale-units arcsecperpix ' + args += f'--scale-low {scale_low} --scale-high {scale_high} ' + args += f'--no-plots -T ' + args += f'--overwrite -N {newfile} --dir {directory} ' + extra_opts='' file_exists=os.path.exists(newfile) From 7765d201da2185d219991621574c9a0224a0d39a Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Wed, 24 Sep 2025 17:55:13 -0500 Subject: [PATCH 03/72] Error logging in photloop --- potpyri/_version.py | 19 ++++++++++++++++--- potpyri/stages/photometry.py | 3 ++- 2 files changed, 18 insertions(+), 4 deletions(-) diff --git a/potpyri/_version.py b/potpyri/_version.py index 277a711d..b6ae0b07 100644 --- a/potpyri/_version.py +++ b/potpyri/_version.py @@ -1,7 +1,14 @@ # file generated by setuptools-scm # don't change, don't track in version control -__all__ = ["__version__", "__version_tuple__", "version", "version_tuple"] +__all__ = [ + "__version__", + "__version_tuple__", + "version", + "version_tuple", + "__commit_id__", + "commit_id", +] TYPE_CHECKING = False if TYPE_CHECKING: @@ -9,13 +16,19 @@ from typing import Union VERSION_TUPLE = Tuple[Union[int, str], ...] + COMMIT_ID = Union[str, None] else: VERSION_TUPLE = object + COMMIT_ID = object version: str __version__: str __version_tuple__: VERSION_TUPLE version_tuple: VERSION_TUPLE +commit_id: COMMIT_ID +__commit_id__: COMMIT_ID -__version__ = version = '1.0.2.dev4' -__version_tuple__ = version_tuple = (1, 0, 2, 'dev4') +__version__ = version = '1.0.14.dev12' +__version_tuple__ = version_tuple = (1, 0, 14, 'dev12') + +__commit_id__ = commit_id = 'g0f75b276d' diff --git a/potpyri/stages/photometry.py b/potpyri/stages/photometry.py index a95fffe4..f188c559 100755 --- a/potpyri/stages/photometry.py +++ b/potpyri/stages/photometry.py @@ -526,7 +526,8 @@ def photloop(stack, phot_sn_min=3.0, phot_sn_max=40.0, fwhm_init=5.0, log=None): 'snthresh_final': signal_to_noise} try: do_phot(stack, star_param=star_param) - except: + except as e: + log.error(e) signal_to_noise = signal_to_noise / 2.0 continue break From 5791ee25e4512c4f29b6660486e458bd5d4c49aa Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Wed, 24 Sep 2025 17:58:22 -0500 Subject: [PATCH 04/72] Error logging in photloop --- potpyri/stages/photometry.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/stages/photometry.py b/potpyri/stages/photometry.py index f188c559..23f91bd0 100755 --- a/potpyri/stages/photometry.py +++ b/potpyri/stages/photometry.py @@ -526,7 +526,7 @@ def photloop(stack, phot_sn_min=3.0, phot_sn_max=40.0, fwhm_init=5.0, log=None): 'snthresh_final': signal_to_noise} try: do_phot(stack, star_param=star_param) - except as e: + except Exception as e: log.error(e) signal_to_noise = signal_to_noise / 2.0 continue From b90a309df73dee263462b271f60b5281baff0c63 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Wed, 24 Sep 2025 18:17:58 -0500 Subject: [PATCH 05/72] Methods to sanitize error array in photometry test --- tests/test_photometry.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/tests/test_photometry.py b/tests/test_photometry.py index ecd3fe3d..db182b55 100644 --- a/tests/test_photometry.py +++ b/tests/test_photometry.py @@ -22,6 +22,15 @@ def test_photometry(tmp_path): if key in [h.name for h in hdu]: del hdu[key] + # Sanitize error array + mask = np.isnan(hdu['ERROR'].data) + hdu['ERROR'].data[mask] = np.nanmedian(hdu['ERROR'].data) + mask = hdu['ERROR'].data < 0.0 + hdu['ERROR'].data[mask] = np.nanmedian(hdu['ERROR'].data) + maxval = np.max(hdu['SCI'].data) + mask = np.isinf(hdu['ERROR'].data) + hdu['ERROR'].data[mask] = maxval + hdu.writeto(file_path, overwrite=True) data_path, basefile = os.path.split(file_path) From 0c286ac7e8fe2d287cfe5cae5c46fd795e36ac5a Mon Sep 17 00:00:00 2001 From: "Charles D. Kilpatrick" Date: Wed, 24 Sep 2025 18:29:57 -0500 Subject: [PATCH 06/72] Update draft-pdf.yml From 16125408e0d5f9f57617b04cc771444df210dff8 Mon Sep 17 00:00:00 2001 From: "Charles D. Kilpatrick" Date: Thu, 25 Sep 2025 08:44:25 -0500 Subject: [PATCH 07/72] Update draft-pdf.yml --- .github/workflows/draft-pdf.yml | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/.github/workflows/draft-pdf.yml b/.github/workflows/draft-pdf.yml index a331f4af..3cbe15ca 100644 --- a/.github/workflows/draft-pdf.yml +++ b/.github/workflows/draft-pdf.yml @@ -15,6 +15,11 @@ jobs: steps: - name: Checkout uses: actions/checkout@v4 + - name: Log in to Docker Hub + uses: docker/login-action@v3 + with: + username: ${{ secrets.DOCKER_USERNAME }} + password: ${{ secrets.DOCKER_PASSWORD }} - name: Build draft PDF uses: openjournals/openjournals-draft-action@master with: From 565fb1efb36b217b9ff4e56ad003440930671d0f Mon Sep 17 00:00:00 2001 From: "Charles D. Kilpatrick" Date: Thu, 25 Sep 2025 08:45:27 -0500 Subject: [PATCH 08/72] Update draft-pdf.yml --- .github/workflows/draft-pdf.yml | 5 ----- 1 file changed, 5 deletions(-) diff --git a/.github/workflows/draft-pdf.yml b/.github/workflows/draft-pdf.yml index 3cbe15ca..a331f4af 100644 --- a/.github/workflows/draft-pdf.yml +++ b/.github/workflows/draft-pdf.yml @@ -15,11 +15,6 @@ jobs: steps: - name: Checkout uses: actions/checkout@v4 - - name: Log in to Docker Hub - uses: docker/login-action@v3 - with: - username: ${{ secrets.DOCKER_USERNAME }} - password: ${{ secrets.DOCKER_PASSWORD }} - name: Build draft PDF uses: openjournals/openjournals-draft-action@master with: From cb4d0858054776f28b959e160214f1b403a933bf Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Fri, 26 Sep 2025 09:29:50 -0500 Subject: [PATCH 09/72] Adding fix for bad values in flat due to numerical under/overflows --- potpyri/instruments/instrument.py | 6 ++++++ potpyri/stages/image_procs.py | 9 +++++++++ 2 files changed, 15 insertions(+) diff --git a/potpyri/instruments/instrument.py b/potpyri/instruments/instrument.py index 3cf4bb7b..51acf7c4 100755 --- a/potpyri/instruments/instrument.py +++ b/potpyri/instruments/instrument.py @@ -490,6 +490,12 @@ def create_flat(self, flat_list, fil, amp, binn, paths, mbias=None, mask = mflat.data > median + 10 * stddev mflat.data[mask]=np.nan + # Mask the flat for numerical under/overflows + logflat = np.log10(mflat.data) + mean, median, stddev = sigma_clipped_stats(logflat) + mask = np.abs(logflat - median) > 10 * stddev + mflat.data[mask]=np.nan + # Remove all nan values from flat mask = np.isnan(mflat.data) mflat.mask = mask diff --git a/potpyri/stages/image_procs.py b/potpyri/stages/image_procs.py index 4a1d0554..6c82870d 100755 --- a/potpyri/stages/image_procs.py +++ b/potpyri/stages/image_procs.py @@ -743,6 +743,15 @@ def create_error(science_data, mask_data, rdnoise): poisson[poisson<0.]=0. error = np.sqrt(poisson + rms**2 + rdnoise) + # Sanitize error array + mask = np.isnan(error) + error[mask] = np.nanmedian(error) + mask = error < 0.0 + error = np.nanmedian(error) + maxval = np.max(img_data) + mask = np.isinf(error) + error[mask] = maxval + error_hdu = fits.PrimaryHDU(error) #create mask Primary HDU error_hdu.header['VER'] = (__version__, 'Version of image procedures used used.') From 6b6f2779a717096315c71a4e4d647bf2d90dccdf Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 6 Oct 2025 13:00:40 -0500 Subject: [PATCH 10/72] Changes to main_pipeline.py and renaming stages to primitives to match Keck DRP --- potpyri/__init__.py | 2 +- potpyri/_version.py | 6 +- potpyri/instruments/__init__.py | 36 +- potpyri/scripts/main_pipeline.py | 108 ++--- potpyri/stages/__init__.py | 7 - potpyri/stages/absphot.py | 300 ------------ potpyri/stages/calibration.py | 177 ------- potpyri/stages/image_procs.py | 761 ------------------------------- potpyri/stages/photometry.py | 533 ---------------------- potpyri/stages/solve_wcs.py | 555 ---------------------- potpyri/stages/sort_files.py | 371 --------------- potpyri/utils/logger.py | 15 +- tests/test_absphot.py | 2 +- tests/test_calibration.py | 2 +- tests/test_init.py | 2 +- tests/test_photometry.py | 2 +- tests/test_sort.py | 2 +- tests/test_stack.py | 2 +- tests/test_staticmask.py | 2 +- tests/test_wcs.py | 2 +- 20 files changed, 91 insertions(+), 2796 deletions(-) delete mode 100755 potpyri/stages/__init__.py delete mode 100755 potpyri/stages/absphot.py delete mode 100755 potpyri/stages/calibration.py delete mode 100755 potpyri/stages/image_procs.py delete mode 100755 potpyri/stages/photometry.py delete mode 100755 potpyri/stages/solve_wcs.py delete mode 100755 potpyri/stages/sort_files.py diff --git a/potpyri/__init__.py b/potpyri/__init__.py index 8a512131..e243cffc 100755 --- a/potpyri/__init__.py +++ b/potpyri/__init__.py @@ -1,4 +1,4 @@ from ._version import version as __version__ from .instruments import * -from .stages import * +from .primitives import * diff --git a/potpyri/_version.py b/potpyri/_version.py index b6ae0b07..22dafcc6 100644 --- a/potpyri/_version.py +++ b/potpyri/_version.py @@ -28,7 +28,7 @@ commit_id: COMMIT_ID __commit_id__: COMMIT_ID -__version__ = version = '1.0.14.dev12' -__version_tuple__ = version_tuple = (1, 0, 14, 'dev12') +__version__ = version = '1.0.14.dev19' +__version_tuple__ = version_tuple = (1, 0, 14, 'dev19') -__commit_id__ = commit_id = 'g0f75b276d' +__commit_id__ = commit_id = 'gcb4d08580' diff --git a/potpyri/instruments/__init__.py b/potpyri/instruments/__init__.py index 21a10c70..52f2ea0d 100755 --- a/potpyri/instruments/__init__.py +++ b/potpyri/instruments/__init__.py @@ -8,5 +8,39 @@ from . import MMIRS from . import MOSFIRE -# New instruments need to be added here +# New instruments need to be added here and to the function below __all__ = ["BINOSPEC","DEIMOS","F2","FOURSTAR","GMOS","IMACS","LRIS","MMIRS","MOSFIRE"] + + +def instrument_getter(instname, log=None): + + instname = instname.upper() + + if instname not in __all__: + if log: + log.error(f'Instrument {instname} not supported by POTPyRI') + else: + raise Exception(f'Instrument {instname} not supported by POTPyRI') + + tel = None + + if instname=="BINOSPEC": + tel = BINOSPEC.BINOSPEC() + elif instname=="DEIMOS": + tel = DEIMOS.DEIMOS() + elif instname=="F2": + tel = F2.F2() + elif instname=="FOURSTAR": + tel = FOURSTAR.FOURSTAR() + elif instname=="GMOS": + tel = GMOS.GMOS() + elif instname=="IMACS": + tel = IMACS.IMACS() + elif instname=="LRIS": + tel = LRIS.LRIS() + elif instname=="MMIRS": + tel = MMIRS.MMIRS() + elif instname=="MOSFIRE": + tel = MOSFIRE.MOSFIRE() + + return(tel) diff --git a/potpyri/scripts/main_pipeline.py b/potpyri/scripts/main_pipeline.py index e95c8436..44c10df9 100755 --- a/potpyri/scripts/main_pipeline.py +++ b/potpyri/scripts/main_pipeline.py @@ -12,28 +12,26 @@ If you use this code for your work, please consider citing the package release. """ -# Last updated 26/06/2025 -__version__ = "2.2" +__version__ = "2.2" # Last updated 03/10/2025 import sys import os import time -import logging -import importlib import re import numpy as np from astropy.io import fits # Internal dependenciess +from potpyri.instruments import instrument_getter from potpyri.utils import logger from potpyri.utils import options -from potpyri.stages import sort_files -from potpyri.stages import solve_wcs -from potpyri.stages import photometry -from potpyri.stages import absphot -from potpyri.stages import calibration -from potpyri.stages import image_procs +from potpyri.primitives import sort_files +from potpyri.primitives import solve_wcs +from potpyri.primitives import photometry +from potpyri.primitives import absphot +from potpyri.primitives import calibration +from potpyri.primitives import image_procs # Check options.py - all named parameters need to correspond to options that are # provided via argparse. @@ -60,8 +58,7 @@ def main_pipeline(instrument:str, t1 = time.time() # import telescope parameter file - module = importlib.import_module(f'potpyri.instruments.{instrument.upper()}') - tel = getattr(module, instrument.upper())() + tel = instrument_getter(instrument) if skip_flatten: tel.flat=False @@ -70,9 +67,8 @@ def main_pipeline(instrument:str, # Generate log file in corresponding directory for log log = logger.get_log(paths['log']) - - if log: log.info(f'Running main pipeline version {__version__}') - if log: log.info(f'Running instrument paramater file version {tel.version}') + log.info(f'Running main pipeline version {__version__}') + log.info(f'Running instrument paramater file version {tel.version}') # This contains all of the file data file_list = os.path.join(paths['data'], file_list_name) @@ -81,80 +77,56 @@ def main_pipeline(instrument:str, if not file_table or len(file_table)==0: log.critical('Could not generate file table. Check file paths.') - logging.shutdown() + log.shutdown() sys.exit(-1) - # Calibration images - #################### - # Master bias, dark, and flat creation (will skip if unnecessary) - kwds = tel.filetype_keywords - bias_match = tel.match_type_keywords(kwds['BIAS'], file_table) - flat_match = tel.match_type_keywords(kwds['FLAT'], file_table) - dark_match = tel.match_type_keywords(kwds['DARK'], file_table) - science_match = tel.match_type_keywords(kwds['SCIENCE'], file_table) - bias_files = file_table[bias_match] - flat_files = file_table[flat_match] - dark_files = file_table[dark_match] - science_data = file_table[science_match] - - calibration.do_bias(bias_files, tel, paths, log=log) - calibration.do_dark(dark_files, tel, paths, log=log) - - # If there are no flats, use caldb flat instead of nightly flat, otherwise - # make flat as normal - if tel.flat and len(flat_files)==0: - paths['cal'] = paths['caldb'] - else: - calibration.do_flat(flat_files, tel, paths, log=log) + # Calibrations + ############## + calibration.do_bias(file_table, tel, paths, log=log) + calibration.do_dark(file_table, tel, paths, log=log) + calibration.do_flat(flat_files, tel, paths, log=log) # Science images ################ - # Basic processing - # Does it even need to run? + kwds = tel.filetype_keywords + science_match = tel.match_type_keywords(kwds['SCIENCE'], file_table) + science_data = file_table[science_match] if len(science_data)==0: - if log: log.critical('No science files, check data before re-running.') - logging.shutdown() + log.info('No science files were found, exiting.') + log.shutdown() sys.exit(-1) # Begin processing + ################## for tar in np.unique(science_data['TargType']): - mask = science_data['TargType']==tar - target_table = science_data[mask] - - if target is not None: - if target_table['Target'][0]!=target: continue - else: - if log: log.info(f'User input target for reduction: {target}') + if target is not None and tar!=target: + continue - files = target_table['File'] - cosmic_ray = not skip_cr - stack = image_procs.image_proc(target_table, tel, paths, + # Image pixel calibration, WCS, and stacking procedures + ####################################################### + stack = image_procs.image_proc(science_data[science_data['TargType']==tar], tel, paths, skip_skysub=skip_skysub, fieldcenter=fieldcenter, out_size=out_size, - cosmic_ray=cosmic_ray, skip_gaia=skip_gaia, keep_all_astro=keep_all_astro, + cosmic_ray=not skip_cr, skip_gaia=skip_gaia, keep_all_astro=keep_all_astro, log=log) if stack is None: - if log: log.error(f'Could not generate a stack for {tar}') + log.error(f'Could not generate a stack for {tar}') continue - # Photometry and flux calibration - if log: log.info('Running psf photometry loop for zero point.') + # Photometry step + ################# + log.info('Running PSF photometry.') photometry.photloop(stack, phot_sn_min=phot_sn_min, fwhm_init=fwhm_init, phot_sn_max=phot_sn_max, log=log) - if log: log.info('Calculating zeropint.') - hdu = fits.open(stack) - cat = tel.get_catalog(hdu[0].header) - cal = absphot.absphot() - try: - cal.find_zeropoint(stack, target_table['Filter'][0], cat, log=log) - except: - if log: log.error(f'Could not calibrate photometry for {stack}') + # Zero point/flux calibration step + ################################## + log.info('Calculating zeropint.') + absphot.find_zeropoint(stack, tel, log=log) - if log: - t2 = time.time() - log.info('Pipeline finshed.') - log.info(f'Total runtime: {t2-t1} sec') + t2 = time.time() + log.info('Pipeline finshed.') + log.info(f'Total runtime: {t2-t1} sec') def main(): options.test_for_dependencies() diff --git a/potpyri/stages/__init__.py b/potpyri/stages/__init__.py deleted file mode 100755 index 5cbb124d..00000000 --- a/potpyri/stages/__init__.py +++ /dev/null @@ -1,7 +0,0 @@ -from . import absphot -from . import calibration -from . import image_procs -from . import photometry -from . import solve_wcs -from . import sort_files - diff --git a/potpyri/stages/absphot.py b/potpyri/stages/absphot.py deleted file mode 100755 index 98cad444..00000000 --- a/potpyri/stages/absphot.py +++ /dev/null @@ -1,300 +0,0 @@ -"Function for calculating zero points during flux calibration." -"Authors: Kerry Paterson, Charlie Kilpatrick" - -# Initial version tracking on 09/21/2024 -__version__ = "1.0" - -import numpy as np - -from astroquery.vizier import Vizier -from astropy import units as u -from astropy.coordinates import SkyCoord -from astropy.table import Table -from astropy.io import fits - -# Internal dependency -from potpyri.utils import utilities - -class absphot(object): - def __init__(self, iterations=5, sigma=5): - - self.iterations = iterations - self.sigma = sigma - - self.odr_iter = 2 - - def get_zeropoint(self, flux, fluxerr, mag, magerr): - - from scipy.odr import ODR - from scipy.odr import Model - from scipy.odr import RealData - - def magnitude(zpt, flux): - return(zpt - 2.5*np.log10(flux)) - - zpt_guess = np.nanmedian(mag + 2.5*np.log10(flux)) - - data = RealData(np.array(flux, dtype=float), - np.array(mag, dtype=float), - sx=np.array(fluxerr, dtype=float), - sy=np.array(magerr, dtype=float)) - - model = Model(magnitude) - odr = ODR(data, model, beta0=[zpt_guess], maxit=self.odr_iter) - - output = odr.run() - - zpt = output.beta[0] - zpterr = output.sd_beta[0] - - return(zpt, zpterr) - - def zpt_iteration(self, flux, fluxerr, mag, magerr, log=None): - - flux = np.array(flux) - fluxerr = np.array(fluxerr) - mag = np.array(mag) - magerr = np.array(magerr) - - nobj_orig = len(mag) - idx = np.arange(nobj_orig) - - for i in np.arange(self.iterations): - - nobj = len(flux) - zpt, zpterr = self.get_zeropoint(flux, fluxerr, mag, magerr) - - mag_deriv = -2.5*np.log10(flux)+zpt - magerr_deriv = np.array(2.5/np.log(10) * fluxerr/flux) - - total_err = np.sqrt(magerr**2+magerr_deriv**2+zpterr**2) - - mask = np.abs(mag - mag_deriv) < self.sigma * total_err - idx = idx[mask] - - flux=flux[mask] ; fluxerr=fluxerr[mask] - mag=mag[mask] ; magerr=magerr[mask] - - zpt = float('%.6f'%zpt) - zpterr = float('%.6f'%zpterr) - - message = f'Iteration {i+1}/{self.iterations}: {nobj} obj, ' - message += f'zpt={zpt}+/-{zpterr}, ' - message += f'{self.sigma}-sigma clip to {len(flux)} obj' - if log: - log.info(message) - else: - print(message) - - if log: - log.info(f'{len(flux)} stars used to calculate final zeropoint.') - else: - print(f'{len(flux)} stars used to calculate final zeropoint.') - - master_mask = np.array([i in idx for i in np.arange(nobj_orig)]) - - return(zpt, zpterr, master_mask) - - def get_catalog(self, coords, catalog, filt, log=None): - - if log: log.info(f'Searching for catalog {catalog}') - - coord_ra = np.median([c.ra.degree for c in coords]) - coord_dec = np.median([c.dec.degree for c in coords]) - - catalog, cat_ID, cat_ra, cat_dec, cat_mag, cat_err = utilities.find_catalog(catalog, filt, coord_ra, coord_dec) - - med_coord = SkyCoord(coord_ra, coord_dec, unit='deg') - - seps = med_coord.separation(coords) - max_sep = np.max(seps.to(u.deg).value) - - vizier = Vizier(columns=[cat_ra, cat_dec, cat_mag, cat_err]) - vizier.ROW_LIMIT = -1 - if log: - log.info(f'Getting {catalog} catalog with ID {cat_ID} in filt {filt}') - log.info(f'Querying around {coord_ra}, {coord_dec} deg') - cat = vizier.query_region(med_coord, width=1.2*max_sep*u.degree, - catalog=cat_ID) - - if len(cat)>0: - cat = cat[0] - cat = cat[~np.isnan(cat[cat_mag])] - cat = cat[cat[cat_err]>0.] - - cat.rename_column(cat_ra, 'ra') - cat.rename_column(cat_dec, 'dec') - cat.rename_column(cat_mag, 'mag') - cat.rename_column(cat_err, 'mag_err') - - # Convert to AB magnitudes - if catalog=='2MASS': - if filt=='J': cat['mag'] = cat['mag'] + (4.56-3.65) - if filt=='H': cat['mag'] = cat['mag'] + (4.71-3.32) - if filt=='K': cat['mag'] = cat['mag'] + (5.14-3.29) - if filt=='Ks': cat['mag'] = cat['mag'] + (5.14-3.29) - - if catalog=='2MASS' and filt=='Y': - cat = cat[~np.isnan(cat['Kmag'])] - cat['mag'], cat['mag_err'] = self.Y_band(cat['mag'], - cat['mag_err'], cat['Kmag'], cat['e_Kmag']) - - return(cat, catalog, cat_ID) - - else: - m='ERROR: cat {0}, ra {1}, dec {2} did not return a catalog' - m=m.format(catalog, coord_ra, coord_dec) - if log: - log.error(m) - else: - print(m) - return(None, None, None) - - def find_zeropoint(self, cmpfile, filt, catalog, match_radius=2.5*u.arcsec, - phottable='APPPHOT', input_catalog=None, log=None): - - if log: - log.info(f'Importing catalog from file: {cmpfile}') - else: - print(f'Importing catalog from file: {cmpfile}') - - hdu = fits.open(cmpfile) - header = hdu['PRIMARY'].header - table = Table(hdu[phottable].data, meta=hdu[phottable].header) - coords = SkyCoord(table['RA'], table['Dec'], unit='deg') - - # New metadata to update - metadata = {} - - cat = None ; cat_ID = None - - filt = self.convert_filter_name(filt) - if input_catalog is not None: - cat = input_catalog - else: - if log: - log.info(f'Downloading {catalog} catalog in {filt}') - else: - print(f'Downloading {catalog} catalog in {filt}') - - cat, catalog, cat_ID = self.get_catalog(coords, catalog, filt, log=log) - - min_mag = self.get_minmag(filt) - cat = cat[cat['mag']>min_mag] - - if cat: - coords_cat = SkyCoord(cat['ra'], cat['dec'], unit='deg') - - idx, d2, d3 = coords_cat.match_to_catalog_sky(coords) - - # Get matches from calibration catalog and cmpfile - mask = d2 < match_radius - cat = cat[mask] - idx = idx[mask] - - if len(cat)==0: - if log: - log.info('No star matches within match radius.') - else: - print('No star matches within match radius.') - return(None, None) - - match_table = None - for i in idx: - if not match_table: - match_table = Table(table[i]) - else: - match_table.add_row(table[i]) - - # Sort by flux - flux_idx = np.argsort(match_table['flux']) - match_table = match_table[flux_idx] - cat = cat[flux_idx] - - # Do basic cuts on flux, fluxerr, catalog magnitude, cat magerr - flux = match_table['flux'].data.astype('float32') - fluxerr = match_table['flux_err'].data.astype('float32') - cat_mag = cat['mag'].data.astype('float32') - cat_magerr = cat['mag_err'].data.astype('float32') - - if len(flux)==0: - if log: - log.info('No suitable stars to calculate zeropoint .') - return(None, None) - - zpt, zpterr, master_mask = self.zpt_iteration(flux, fluxerr, - cat_mag, cat_magerr, log=log) - - # Set header variables - metadata['ZPTNSTAR']=len(flux) - metadata['ZPTMAG']=zpt - metadata['ZPTMUCER']=zpterr - metadata['ZPTCAT']=catalog - metadata['ZPTCATID']=cat_ID - metadata['ZPTPHOT']=phottable - - # Add limiting magnitudes - if 'FWHM' in header.keys() and 'SKYSIG' in header.keys(): - fwhm = header['FWHM'] - sky = header['SKYSIG'] - Npix_per_FWHM_Area = 2.5 * 2.5 * fwhm * fwhm - skysig_per_FWHM_Area = np.sqrt(Npix_per_FWHM_Area * (sky*sky)) - m3sigma = -2.5*np.log10(3.0*skysig_per_FWHM_Area)+zpt - m5sigma = -2.5*np.log10(5.0*skysig_per_FWHM_Area)+zpt - m10sigma = -2.5*np.log10(10.0*skysig_per_FWHM_Area)+zpt - m3sigma = float('%.6f'%m3sigma) - m5sigma = float('%.6f'%m5sigma) - m10sigma = float('%.6f'%m10sigma) - metadata['M3SIGMA']=m3sigma - metadata['M5SIGMA']=m5sigma - metadata['M10SIGMA']=m10sigma - if log: - log.info(f'3-sigma limiting mag of image is {m3sigma}') - else: - print(f'3-sigma limiting mag of image is {m3sigma}') - - hdu['PRIMARY'].header.update(metadata) - hdu[phottable].header.update(metadata) - - hdu.writeto(cmpfile, overwrite=True) - - return(zpt, zpterr) - else: - if log: - log.info('No zeropoint calculated.') - return(None, None) - - def Y_band(self, J, J_err, K, K_err): - Y = J+0.46*(J-K) - JK_err = np.sqrt(J_err**2+K_err**2) - JKY_err = 0.46*(J-K)*np.sqrt((0.02/0.46)**2+(JK_err/(J-K))**2) - Y_err = np.sqrt(J_err**2+JKY_err**2) - return Y, Y_err - - def convert_filter_name(self, filt): - if filt=='uG0308' or filt=='uG0332' or filt=='U': - return 'u' - if filt=='gG0301' or filt=='gG0325' or filt=='G' or filt=='V' or filt=='B': - return 'g' - if filt=='rG0303' or filt=='rG0326' or filt=='R' or filt=='Rs': - return 'r' - if filt=='iG0302' or filt=='iG0327' or filt=='I': - return 'i' - if filt=='zG0304' or filt=='zG0328' or filt=='Z': - return 'z' - if filt=='RG850': - return 'z' - if filt=='Y': - return 'J' - else: - return filt - - def get_minmag(self, filt): - if filt=='J': - return 15.5 - if filt=='K': - return 13.0 - if filt=='Y': - return 15.0 - else: - return 16.0 diff --git a/potpyri/stages/calibration.py b/potpyri/stages/calibration.py deleted file mode 100755 index ab154530..00000000 --- a/potpyri/stages/calibration.py +++ /dev/null @@ -1,177 +0,0 @@ -"Wrapper methods for creating bias, dark, and flat images from pipeline data." -"Authors: Charlie Kilpatrick" - -# Initial version tracking on 09/29/2024 -__version__ = "1.1" - -import os -import time -import logging -import numpy as np -import sys - -def do_bias(bias_table, tel, paths, nmin_images=3, log=None): - - # Exit if telescope does not require bias - if not tel.bias: - if log: - log.info('No bias is required.') - else: - print('No bias is required.') - return(None) - - bias_num = 0 - for cal_type in np.unique(bias_table['CalType']): - mask = bias_table['CalType']==cal_type - cal_table = bias_table[mask] - - # Skip if cal_table does not have enough images - if len(cal_table)5-sigma outlier - if not keep_all_astro: - if len(solved_images)>2: - radisp = [] ; dedisp = [] - for file in solved_images: - hdu = fits.open(file, mode='readonly') - radisp.append(hdu[0].header['RADISP']) - dedisp.append(hdu[0].header['DEDISP']) - - radisp = np.array(radisp) ; dedisp = np.array(dedisp) - ramean, ramedian, rastddev = sigma_clipped_stats(radisp) - demean, demedian, destddev = sigma_clipped_stats(dedisp) - - if log: log.info(f'Median dispersion in R.A.={ramedian}') - if log: log.info(f'Median dispersion in Decl.={demedian}') - - mask = (radisp-ramedian <= 5 * rastddev) &\ - (dedisp-demedian <= 5 * destddev) - - if log: - log.info('Rejecting the following images for high astrometric dispersion:') - for i,m in enumerate(mask): - if not m: log.info(solved_images[i]) - - solved_images = np.array(solved_images)[mask] - else: - if log: - log.info('Keeping all images (even poorly aligned).') - solved_images = np.array(solved_images) - - - if len(solved_images)==0: - return(None, None) - - # Determine what the value of use_wcs should be - if use_wcs is None: - if fieldcenter is None: - fieldcenter = get_fieldcenter(solved_images) - use_wcs = generate_wcs(tel, binn, fieldcenter, out_size) - - for file in solved_images: - if log: log.info(f'Reprojecting {file}...') - - # Create a reprojection of the file in a common astrometric frame - hdu = fits.open(file) - header = remove_pv_distortion(hdu[0].header) - wcs = WCS(hdu[0].header) - - if use_wcs is None: - use_wcs = wcs - - image = CCDData(hdu[0].data, meta=hdu[0].header, wcs=wcs, - unit=u.electron) - - if out_size: - target_shape = (out_size, out_size) - else: - target_shape = None - - reprojected = wcs_project(image, target_wcs=use_wcs, order='bilinear', - target_shape=target_shape) - # Get rid of mask in data - reprojected.mask = None - outfile = file.replace('.fits','_reproj.fits') - reprojected.write(file.replace('.fits','_reproj.fits'), overwrite=True) - - aligned_images.append(outfile) - aligned_data.append(reprojected) - - return(aligned_images, aligned_data) - -def image_proc(image_data, tel, paths, skip_skysub=False, - fieldcenter=None, out_size=None, satellites=True, cosmic_ray=True, - skip_gaia=False, keep_all_astro=False, log=None): - - wavelength = tel.wavelength - - red_path = paths['red'] - work_path = paths['work'] - - # All data in the table should be for one target - assert np.all([image_data['Target']==image_data['Target'][0]]) - assert np.all([image_data['TargType']==image_data['TargType'][0]]) - - cal_type = image_data['TargType'][0] - target = image_data['Target'][0] - fil = image_data['Filter'][0] - amp = image_data['Amp'][0] - binn = image_data['Binning'][0] - - # Load bias frame - if tel.bias: - if log: log.info('Loading master bias.') - try: - mbias = tel.load_bias(paths, amp, binn) - except Exception as e: - if log: - log.error('No master bias found for this configuration') - log.error(f'Skipping reduction for: {cal_type}') - log.error(e) - return(None) - else: - mbias = None - - # Load bias frame - if tel.dark: - if log: log.info('Loading master dark.') - try: - mdark = tel.load_dark(paths, amp, binn) - except Exception as e: - if log: - log.error('No master dark found for this configuration') - log.error(f'Skipping reduction for: {cal_type}') - log.error(e) - return(None) - else: - mdark = None - - # Load flat frame - if tel.flat: - if log: log.info('Loading master flat.') - try: - mflat = tel.load_flat(paths, fil, amp, binn) - except Exception as e: - if log: - log.error('No master bias found for this configuration') - log.error(f'Skipping reduction for: {cal_type}') - log.error(e) - return(None) - else: - mflat = None - - t1 = time.time() - if log: log.info(f'Processing data for {cal_type}') - - # Bias subtraction, gain correction, flat correction, and flat fielding - files = image_data['File'] - processed = tel.process_science(files, fil, amp, binn, paths, - mbias=mbias, mflat=mflat, mdark=mdark, skip_skysub=skip_skysub, log=log) - - # Get filenames for output processed data - reduced_files = [p.header['FILENAME'] for p in processed] - - t2 = time.time() - if log: log.info(f'Data processed in {t2-t1} sec') - if log: log.info('Aligning images.') - - # If masking satellite trails, this needs to be done before reprojection so - # that the acstools algorithm accurately models the edges of the detector - if satellites: - mask_satellites(processed, reduced_files, log=log) - - # Sort files so deepest exposure is first - exptimes = [] - for file in reduced_files: - hdu = fits.open(file) - exptimes.append(tel.get_exptime(hdu[0].header)) - idx = np.flip(np.argsort(exptimes)) - reduced_files = np.array(reduced_files)[idx] - - if out_size is None: - out_size = tel.get_out_size(processed[0].header) - - if fieldcenter is not None: - use_wcs = generate_wcs(tel, binn, fieldcenter, out_size) - else: - use_wcs = None - - aligned_images, aligned_data = align_images(reduced_files, paths, tel, binn, - use_wcs=use_wcs, fieldcenter=fieldcenter, out_size=out_size, - skip_gaia=skip_gaia, keep_all_astro=keep_all_astro, log=log) - - if aligned_images is None or aligned_data is None: - return(None) - - if log: log.info('Creating mask and error arrays.') - masks = [] - errors = [] - data_images = [] - for stack_img in aligned_images: - hdu = fits.open(stack_img, mode='readonly') - hdr = hdu[0].header - clean, mask = create_mask(stack_img, - hdr['SATURATE'], np.mean(tel.get_rdnoise(hdr)), - log=log, cosmic_ray=cosmic_ray, outpath=work_path) - error = create_error(stack_img, mask, np.mean(tel.get_rdnoise(hdr))) - - masks.append(mask) - errors.append(error) - - # Set nan values to 0 now that they are masked - data = hdu[0].data - data[np.isnan(data)] = 0.0 - - # Create final image triplet before stacking with data, mask, and error - hdulist = fits.HDUList() - sci_hdu = fits.ImageHDU() - sci_hdu.data = data - sci_hdu.header = hdu[0].header - msk_hdu = fits.ImageHDU() - msk_hdu.data = mask.data - msk_hdu.header = mask.header - err_hdu = fits.ImageHDU() - err_hdu.data = error.data - err_hdu.header = error.header - - hdulist.append(sci_hdu) - hdulist.append(msk_hdu) - hdulist.append(err_hdu) - - hdulist[0].name='SCI' - hdulist[1].name='MASK' - hdulist[2].name='ERROR' - - hdulist[0].header['EXTNAME']='SCI' - hdulist[1].header['EXTNAME']='MASK' - hdulist[2].header['EXTNAME']='ERROR' - - filename = hdulist[0].header['FILENAME'].replace('.fits', - '_data.fits') - fullfilename = os.path.join(work_path, filename) - - if log: - log.info(f'Writing out all file data: {fullfilename}') - else: - print(f'Writing out all file data: {fullfilename}') - - hdulist.writeto(fullfilename, overwrite=True, output_verify='silentfix') - data_images.append(fullfilename) - - if log: log.info('Creating median stack.') - if len(aligned_data)>1: - sci_med = stack_data(aligned_data, tel, masks, errors, log=log) - sci_med = add_stack_mask(sci_med, aligned_data) - - if tel.detrend: - sci_med = detrend_stack(sci_med) - - else: - sci_med = fits.open(data_images[0]) - - sci_med[0].data = sci_med[0].data.astype(np.float32) - sci_med[1].data = sci_med[1].data.astype(np.uint8) - sci_med[2].data = sci_med[2].data.astype(np.float32) - sci_med[0].header['EXTNAME']='SCI' - sci_med[1].header['EXTNAME']='MASK' - sci_med[2].header['EXTNAME']='ERROR' - sci_med[0].header['BITPIX'] = -32 - sci_med[1].header['BITPIX'] = 8 - sci_med[2].header['BITPIX'] = -32 - - # Get time parameters from aligned data - mid_time = np.average([tel.get_time(d.header) for d in aligned_data]) - exptimes = np.array([tel.get_exptime(d.header) for d in aligned_data]) - eff_time = np.sum(exptimes**2)/np.sum(exptimes) - total_time = np.sum(exptimes) - - # Rescale both data and error images by effective exposure times so they - # are in e- instead of e-/s - sci_med[0].data = sci_med[0].data * eff_time - sci_med[2].data = sci_med[2].data * eff_time - - # Explicitly note that data and error extensions are in ELECTRONS - sci_med[0].header['BUNIT'] = 'ELECTRONS' - sci_med[2].header['BUNIT'] = 'ELECTRONS' - - # Add both formats for code that requires either - sci_med[0].header['MJD-OBS'] = (mid_time, - 'Mid-MJD of the observation sequence.') - sci_med[0].header['MJD'] = (mid_time, - 'Mid-MJD of the observation sequence.') - # Since we generated stack with median, effective exposure should be a - # weighted average of the input exposure times - sci_med[0].header['EXPTIME'] = (eff_time, - 'Effective expsoure time in seconds.') - sci_med[0].header['EXPTOT'] = (total_time, - 'Total exposure time in seconds') - sci_med[0].header['GAIN'] = (len(aligned_data), - 'Effecetive gain for stack.') - - # Calculate read noise - rdnoise = np.mean(tel.get_rdnoise(sci_med[0].header))/np.sqrt(len(aligned_data)) - sci_med[0].header['RDNOISE'] = (rdnoise, 'Readnoise of stack.') - - sci_med[0].header['NFILES'] = (len(aligned_data), - 'Number of images in stack') - sci_med[0].header['FILTER'] = fil - sci_med[0].header['OBSTYPE'] = 'OBJECT' - - # Generate stack name and write out - stackname = tel.get_stk_name(sci_med[0].header, red_path) - sci_med.writeto(stackname, overwrite=True, output_verify='silentfix') - - if log: - log.info(f'Stack made for {stackname}') - else: - print(f'Stack made for {stackname}') - - return(stackname) - -def detrend_stack(stack): - - data = stack[0].data - mask = stack[1].data.astype(bool) - - mean, med, stddev = sigma_clipped_stats(data, mask=mask, axis=1) - data = data - med[:,None] - - row_med = np.nanmedian(med) - - mean, med, stddev = sigma_clipped_stats(data, mask=mask, axis=0) - data = data - med[None,:] - - col_med = np.nanmedian(med) - - # Reapply mask to data - data[mask] = 0.0 - - stack[0].data = data - stack[0].header['SATURATE'] = stack[0].header['SATURATE'] - (row_med+col_med) - - return(stack) - -def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): - - stack_method = tel.stack_method - if not stack_method: - if log: - log.critical('Could not get stacking method for these images') - logging.shutdown() - sys.exit(-1) - else: - raise Exception('Could not get stacking method for these images') - - weights = [] - for i,error in enumerate(errors): - ivar = 1./error.data**2 - mask = masks[i] - ivar[mask.data.astype(bool)]=0. - weights.append(ivar) - weights=np.array(weights) - - new_data = [] - exptimes = [] - for i,stk in enumerate(stacking_data): - mask = masks[i].data.astype(bool) - stacking_data[i].data[mask] = np.nan - exptimes.append(float(tel.get_exptime(stk.header))) - - exptimes = np.array(exptimes) - scale = 1./exptimes - - all_data = np.array([s.data for s in stacking_data]) - - if len(scale)==1: - stack_method='average' - - # Determine if intermediate stacks are needed - # Get size of individual frame, account for data, noise, and mask - exdata = stacking_data[0].data - size = 64.0/8.0 * exdata.shape[0]*exdata.shape[1] * 2 + exdata.shape[0]*exdata.shape[1] - - if log: - log.info(f'Image size is {size}') - else: - print(f'Image size is {size}') - - # Get maximum size of chunk - max_chunk = int(np.floor(mem_limit / 4.0 / (size))) - if max_chunk==0: max_chunk=1 - - if len(stacking_data)<=max_chunk: - sci_med = combine(stacking_data, weights=weights, scale=scale, - method=stack_method, mem_limit=mem_limit) - else: - nimgs = len(stacking_data) * 1.0 - nchunks = int(np.ceil(nimgs/(1.0*max_chunk))) - - if log: - log.info(f'Splitting stacking into {nchunks} chunks') - else: - print(f'Splitting stacking into {nchunks} chunks') - - inter_med = [] - for i in np.arange(nchunks): - if log: - log.info(f'Stacking chunk {i+1}/{nchunks}') - else: - print(f'Stacking chunk {i+1}/{nchunks}') - start = i*max_chunk - end = (i+1)*max_chunk - if end>len(stacking_data): end=None - - sci_med = combine(stacking_data[start:end], - weights=weights[start:end], scale=scale[start:end], - method=stack_method, mem_limit=mem_limit) - - inter_med.append(sci_med) - - sci_med = combine(inter_med, method=stack_method) - - sci_med = sci_med.to_hdu() - - return(sci_med) - -def add_stack_mask(stack, stacking_data): - - data = stack[0].data - mask = stack[1].data - error = stack[2].data - - # Keep track of original masked values - bp_mask = (mask > 0) | (data==0.0) | np.isnan(data) | np.isnan(mask) |\ - np.isnan(error) | (error==0.0) | np.isinf(data) - - # Reset mask - mask = np.zeros(mask.shape).astype(np.uint8) - - # Add bad pixels back to mask - mask[bp_mask] = 1 - - # Add saturation to mask - sat = np.median([d.header['SATURATE'] for d in stacking_data]) - stack[0].header['SATURATE'] = sat - sat_mask = data >= sat - mask[sat_mask] = 4 - - # Set masked values to 0 - data[mask>0] = 0.0 - error[mask>0] = 0.0 - - # Make sure that nan and inf values are removed from data - data[np.isnan(data)]=0.0 - data[np.isinf(data)]=0.0 - - stack[0].data = data - stack[1].data = mask - stack[2].data = error - - return(stack) - -def mask_satellites(images, filenames, log=None): - - out_data = [] - for i,science_data in enumerate(images): - - if log: log.info(f'Checking for satellite trails in: {filenames[i]}') - - data = np.ascontiguousarray(science_data.data.astype(np.float32)) - - tmphdu = fits.PrimaryHDU() - tmpfile = filenames[i].replace('.fits','.tmp.fits') - - tmphdu.data = data - tmphdu.writeto(tmpfile, overwrite=True) - - tmpshape = data.shape - buf = int(np.round(np.max(tmpshape)/10.)) - - results, errors = acstools.satdet.detsat(tmpfile, - chips=[0], sigma=4, h_thresh=0.1, buf=buf, verbose=False) - - trail_coords = results[(tmpfile, 0)] - - if len(trail_coords)>0: - n_trails = len(trail_coords) - trail_masks = [] - for i,coord in enumerate(trail_coords): - if log: log.info(f'Masking for satellite trail {i+1}/{n_trails}') - try: - mask = acstools.satdet.make_mask(tmpfile, 0, coord, - verbose=False) - except ValueError: - continue - trail_masks.append(mask) - - trail_mask = np.any(trail_masks, axis=0) - - # Set actual pixel values to nan so they don't contribute to image - science_data.data[trail_mask] = np.nan - - out_data.append(science_data) - - os.remove(tmpfile) - -def create_mask(science_data, saturation, rdnoise, sigclip=3.5, - sigfrac=0.2, objlim=4.5, niter=6, outpath='', grow=0, satellites=True, - cosmic_ray=True, log=None): - - t_start = time.time() - - if log: - log.info(f'Running astroscrappy on {science_data}') - else: - print(f'Running astroscrappy on {science_data}') - - hdu = fits.open(science_data) - data = np.ascontiguousarray(hdu[0].data.astype(np.float32)) - - # Astroscrappy requires added sky background, so add this value back - # Set the sky background to some nominal value if it is too low for CR rej - skybkg = hdu[0].header['SKYBKG'] - if log: - log.info(f'Sky background in science frame is {skybkg}') - else: - print(f'Sky background in science frame is {skybkg}') - - if skybkg < 2000.0: - skybkg = 2000.0 - if log: - log.info('Setting sky background to 2000.0') - else: - print('Setting sky background to 2000.0') - - # This needs to be done before data is modified to preserve bad pixels - mask_bp = (data==0.0) | np.isnan(data) - - # Set data background to skybkg - data = data + skybkg - # Also need to adjust the saturation level by SKYBKG for saturated pixels - saturation += skybkg - - if log: log.info('Masking saturated pixels.') - - mask_sat = np.zeros(data.shape).astype(bool) # create empty mask - mask_sat = mask_sat.astype(np.uint8) #set saturated star mask type - mask_sat[data >= saturation] = 4 #set saturated pixel flag - - if log: log.info('Cleaning and masking cosmic rays.') - if log: log.info(f'Using sigclip={sigclip}, sigfrac={sigfrac}, objlim={objlim}') - #clean science image of cosmic rays and create cosmic ray mask - inmask = (mask_sat+mask_bp).astype(bool) - - scidata = CCDData(data, unit=u.electron, mask=inmask, - wcs=WCS(hdu[0].header), meta=hdu[0].header) - - mask_cr = np.zeros(data.shape) - mask_cr = mask_cr.astype(np.uint8) - - if cosmic_ray: - newdata, mask_cr = cosmicray_lacosmic(data, - readnoise=rdnoise, satlevel=saturation, verbose=True, - sigclip=sigclip, sigfrac=sigfrac, objlim=objlim, niter=niter) - - mask_cr = mask_cr.astype(np.uint8) #set cosmic ray mask type - else: - newdata = copy.copy(data) - - mask_cr[mask_cr == 1] = 2 #set cosmic ray flag - - #combine bad pixel, cosmic ray, saturated star and satellite trail masks - mask = mask_bp+mask_sat+mask_cr - - if grow>0: - shape = mask.shape - grow_mask = np.zeros(shape) - shape = mask.shape - mask = data > 0 - xs, ys = np.where(mask.astype(bool)) - # Grow mask by grow factor - g = int(np.ceil((grow-1)/2)) - for p in zip(xs, ys): - grow_mask[np.max([p[0]-g,0]):np.min([p[0]+g,shape[0]-1]), - np.max([p[1]-g,0]):np.min([p[1]+g,shape[1]-1])]=8 - - grow_mask = grow_mask.astype(np.uint8) - - mask = mask_bp+mask_sat+mask_cr+grow_mask - - # Get number of bad, cosmic-ray flagged, and saturated pixels - nbad = np.sum(mask & 1 == 1) - ncr = np.sum(mask & 2 == 2) - nsat = np.sum(mask & 4 == 4) - ngrow = np.sum(mask & 8 == 8) - - mask_hdu = fits.PrimaryHDU(mask) #create mask Primary HDU - mask_hdu.header['VER'] = (__version__, - 'Version of image procedures used.') #name of log file - mask_hdu.header['USE'] = 'Complex mask using additive flags.'#header comment - mask_hdu.header['M-BP'] = (1, 'Value of masked bad pixels.') - mask_hdu.header['M-BPNUM'] = (nbad, 'Number of bad pixels.') - mask_hdu.header['M-CR'] = (2, 'Value of masked cosmic ray pixels.') - mask_hdu.header['M-CRNUM'] = (ncr, 'Number of cosmic ray pixels.') - mask_hdu.header['SATURATE'] = (saturation, 'Level of saturation.') - mask_hdu.header['M-SP'] = (4, 'Value of masked saturated pixels.') - mask_hdu.header['M-SPNUM'] = (nsat, 'Number of saturated pixels.') - mask_hdu.header['M-NE'] = (8, 'Value of masked neighbor pixels.') - mask_hdu.header['M-NENUM'] = (ngrow, 'Number of neighboring masked pixels.') - - if log: - log.info('Mask created.') - log.info(f'{nbad} bad, {ncr} cosmic-ray, and {nsat} saturated pixels') - log.info(f'{ngrow} neighbor masked pixels.') - else: - print('Mask created.') - print(f'{nbad} bad, {ncr} cosmic-ray, and {nsat} saturated pixels') - print(f'{ngrow} neighbor masked pixels.') - - t_end = time.time() - if log: - log.info(f'Mask creation completed in {t_end-t_start} sec') - else: - print(f'Mask creation completed in {t_end-t_start} sec') - - return(newdata, mask_hdu) - - -def create_error(science_data, mask_data, rdnoise): - - hdu = fits.open(science_data) - img_data = hdu[0].data.astype(np.float32) - mask = mask_data.data.astype(bool) - - # Check for issue with all of the file being masked - if np.all(mask): - rms = hdu[0].header['SATURATE'] - else: - rms = 0.5 * ( - np.percentile(img_data[~mask], 84.13) - - np.percentile(img_data[~mask], 15.86) - ) - - poisson = img_data - poisson[poisson<0.]=0. - error = np.sqrt(poisson + rms**2 + rdnoise) - - # Sanitize error array - mask = np.isnan(error) - error[mask] = np.nanmedian(error) - mask = error < 0.0 - error = np.nanmedian(error) - maxval = np.max(img_data) - mask = np.isinf(error) - error[mask] = maxval - - error_hdu = fits.PrimaryHDU(error) #create mask Primary HDU - error_hdu.header['VER'] = (__version__, - 'Version of image procedures used used.') - error_hdu.header['USE'] = 'Error array for Poisson, read, and RMS noise' - error_hdu.header['BUNIT'] = ('ELECTRONS', 'Units of the error array.') - - return(error_hdu) diff --git a/potpyri/stages/photometry.py b/potpyri/stages/photometry.py deleted file mode 100755 index 23f91bd0..00000000 --- a/potpyri/stages/photometry.py +++ /dev/null @@ -1,533 +0,0 @@ -"Functions for performing aperture and PSF photometry on pipeline images." -"Authors: Kerry Paterson, Charlie Kilpatrick" - -# Initial version tracking on 09/21/2024 -__version__ = "1.0" - -from photutils.aperture import ApertureStats -from photutils.aperture import CircularAperture -from photutils.detection import DAOStarFinder -from photutils.psf import EPSFBuilder -from photutils.psf import extract_stars -from photutils.psf import PSFPhotometry - -from astropy.io import fits -from astropy.io import ascii -from astropy.stats import sigma_clipped_stats -from astropy.stats import SigmaClip -from astropy.nddata import NDData -from astropy.table import Table -from astropy.table import Column -from astropy.table import hstack -from astropy.visualization import simple_norm -from astropy.wcs import WCS -from astropy.modeling import fitting -from astropy.modeling import functional_models - -import matplotlib.pyplot as plt - -from scipy.stats import sigmaclip -import numpy as np -import copy -import os - -import warnings -warnings.filterwarnings('ignore') - - -def create_conv(outfile): - with open(outfile, 'w') as f: - f.write('CONV NORM \n') - f.write('1 2 1 \n') - f.write('2 4 2 \n') - f.write('1 2 1 \n') - -def create_params(outfile): - with open(outfile, 'w') as f: - f.write('NUMBER \n') - f.write('X_IMAGE \n') - f.write('Y_IMAGE \n') - f.write('ALPHA_J2000 \n') - f.write('DELTA_J2000 \n') - f.write('MAG_AUTO \n') - f.write('MAGERR_AUTO \n') - f.write('FLUX_AUTO \n') - f.write('FLUXERR_AUTO \n') - f.write('FWHM_IMAGE \n') - -def run_sextractor(img_file, log=None): - - hdu = fits.open(img_file) - - data = hdu['SCI'].data - - saturate = hdu['SCI'].header['SATURATE'] - - paramfile = img_file.replace('.fits','.param') - convfile = img_file.replace('.fits','.conv') - tmpfile = img_file.replace('.fits','.tmp.fits') - catfile = img_file.replace('.fits','.cat') - - create_params(paramfile) - create_conv(convfile) - - datahdu = fits.PrimaryHDU() - datahdu.data = data - datahdu.header = hdu['SCI'].header - datahdu.writeto(tmpfile, overwrite=True) - - if log: - log.info(f'Running source extractor on {img_file}') - else: - print(f'Running source extractor on {img_file}') - - cmd = f'sex {tmpfile} -CATALOG_NAME {catfile} -CATALOG_TYPE ASCII_HEAD ' - cmd += f'-PARAMETERS_NAME {paramfile} -FILTER_NAME {convfile} ' - cmd += f'-SATUR_LEVEL {saturate} > /dev/null 2> /dev/null' - - os.system(cmd) - - if os.path.exists(catfile): - if log: - log.info(f'Reading {catfile}') - else: - print(f'Reading {catfile}') - table = ascii.read(catfile) - else: - if log: - log.error(f'Reading {catfile}') - else: - print(f'Reading {catfile}') - table = None - - for file in [tmpfile, catfile, paramfile, convfile]: - if os.path.exists(file): - os.remove(file) - - return(table) - -def extract_aperture_stats(img_data, img_mask, img_error, stars, - aperture_radius=10.0, log=None): - - apertable = Table([[0.],[0.],[0.],[0.],[0.],[0.],[0.],[0.],[0.],[0.], - [0.],[0.]], - names=('fwhm','semimajor_sigma','semiminor_sigma', - 'orientation','eccentricity','signal_to_noise', - 'flux_best', 'flux_best_err','Xpos','Ypos', - 'Xpos_err','Ypos_err')).copy()[:0] - - # Estimate a reasonable aperture radius and centroid for sources - fwhms=[] - for i,star in enumerate(stars): - aper = CircularAperture((star['xcentroid'], star['ycentroid']), - aperture_radius) - aperstats = ApertureStats(img_data, aper, mask=img_mask, - error=img_error) - - fwhms.append(aperstats.fwhm.value) - stars[i]['xcentroid']=aperstats.xcentroid - stars[i]['ycentroid']=aperstats.ycentroid - - if aperture_radius<2.5*np.nanmean(fwhms): - aperture_radius=2.5*np.nanmean(fwhms) - - if log: - log.info(f'New aperture radius={aperture_radius}') - else: - print(f'New aperture radius={aperture_radius}') - - for star in stars: - aper = CircularAperture((star['xcentroid'], star['ycentroid']), - aperture_radius) - - aperstats = ApertureStats(img_data, aper, mask=img_mask, - error=img_error) - - apertable.add_row([aperstats.fwhm.value, aperstats.semimajor_sigma.value, - aperstats.semiminor_sigma.value, aperstats.orientation.value, - aperstats.eccentricity, aperstats.sum/aperstats.sum_err, - aperstats.sum, aperstats.sum_err, aperstats.xcentroid, - aperstats.ycentroid, np.sqrt(aperstats.covar_sigx2.value), - np.sqrt(aperstats.covar_sigy2.value)]) - - return(apertable) - - -def generate_epsf(img_file, x, y, size=11, oversampling=2, maxiters=11, - log=None): - # Construct stars table from bright - stars_tbl = Table() - stars_tbl['x'] = x - stars_tbl['y'] = y - - img_hdu = fits.open(img_file) - ndimage = NDData(data=img_hdu['SCI'].data) - - stars = extract_stars(ndimage, stars_tbl, size=size) - - if log: - log.info(f'Extracted {len(stars)} stars. Building EPSF...') - else: - print(f'Extracted {len(stars)} stars. Building EPSF...') - - epsf_builder = EPSFBuilder(oversampling=oversampling, - maxiters=maxiters, progress_bar=True, smoothing_kernel='quadratic', - sigma_clip=SigmaClip(sigma=5, sigma_lower=5, sigma_upper=5, - maxiters=20, cenfunc='median', stdfunc='std', grow=False)) - - epsf, fitted_stars = epsf_builder(stars) - - return(epsf) - -def extract_fwhm_from_epsf(epsf, fwhm_init): - - # Get the raw data for the FWHM and size in x and y - data = epsf.data - x = np.arange(data.shape[0]) - y = np.arange(data.shape[1]) - xx, yy = np.meshgrid(x, y) - - # Fit to Moffat2D model in astropy, initial guess is amplitude, - # centroid in x and y, core width of - # Moffat model and power index scaling of model - p_init = functional_models.Moffat2D(amplitude=0.5, x_0=data.shape[0]/2., - y_0=data.shape[1]/2., gamma=fwhm_init, alpha=1.) - - fit_p = fitting.LevMarLSQFitter() - - # Fit functional model to the data - p = fit_p(p_init, xx, yy, data) - - # Extract and round FWHM - fwhm = float('%.4f'%p.fwhm) - - return(p.fwhm) - -def run_photometry(img_file, epsf, fwhm, threshold, shape, stars): - - img_hdu = fits.open(img_file) - image = img_hdu['SCI'].data - ndimage = NDData(data=img_hdu['SCI'].data) - mask = img_hdu['MASK'].data.astype(bool) - error = img_hdu['ERROR'].data - - psf = copy.copy(epsf) - - # Generate initial guesses for star centroid and flux from aperture table - stars_tbl = Table() - stars_tbl['x_0'] = stars['xcentroid'] - stars_tbl['y_0'] = stars['ycentroid'] - stars_tbl['flux_0'] = stars['flux_best'] - stars_tbl['local_bkg'] = np.array([0.]*len(stars)) - - photometry = PSFPhotometry(psf_model=psf, fit_shape=(shape,shape), - aperture_radius=int(shape*1.5), progress_bar=True) - - result_tab = photometry(image, mask=mask, error=error, - init_params=stars_tbl) - - # Also generate a residual image for quality control - residual_image = photometry.make_residual_image(image, - psf_shape=(shape, shape), include_localbkg=True) - - # Mask results table for sources with bad flux error, fit flux, or centroid - mask = ~np.isnan(result_tab['flux_err']) - result_tab = result_tab[mask] - mask = result_tab['flux_fit'] > 0. - result_tab = result_tab[mask] - mask = ~np.isnan(result_tab['x_err']) - result_tab = result_tab[mask] - mask = ~np.isnan(result_tab['y_err']) - result_tab = result_tab[mask] - - return(result_tab, residual_image) - -# Identifies stars and gets aperture photometry and statistics using -# photutils.aperture.ApertureStats -def get_star_catalog(img_data, img_mask, img_error, fwhm_init=5.0, - threshold=50.0, log=None): - - # Construct the finder with input FWHM and threshold - daofind = DAOStarFinder(fwhm=fwhm_init, threshold=threshold, - exclude_border=True, min_separation=fwhm_init) - - # Get initial set of stars in image with iraffind - if log: - log.info('Finding stars...') - else: - print('Finding stars...') - - # Do the finding... - stars = daofind(img_data, mask=img_mask) - - # Ignore stars whose peak is below the background-subtracted level - mask = stars['peak'] > 0. - stars = stars[mask] - - stars.sort('flux') - - # Extract the aperture stats from each star and append to the output catalog - stats = extract_aperture_stats(img_data, img_mask, img_error, stars, - aperture_radius=2.5*fwhm_init, log=log) - stars = hstack([stars, stats]) - - return(stars) - -def do_phot(img_file, - fwhm_scale_psf=4.5, oversampling=1, - star_param={'snthresh_psf': 20.0, 'fwhm_init': 8.0, 'snthresh_final': 10.0}, - save_psf_img=False, - save_residual_hdu=False, - log=None): - - img_hdu = fits.open(img_file) - - # Get image statistics - data = img_hdu['SCI'].data - mask = img_hdu['MASK'].data.astype(bool) - error = img_hdu['ERROR'].data - - # Get sky statistics - mean, median, std_sky = sigma_clipped_stats(data[~mask], sigma=5.0, - maxiters=21, grow=1) - - # Threshold for constructing star catalog - threshold = std_sky*star_param['snthresh_final']/2.0 - - stars = get_star_catalog(data, mask, error, - fwhm_init=star_param['fwhm_init'], threshold=threshold, log=log) - - metadata={'SKYADU':median, 'SKYSIG': std_sky} - - if log: - log.info(f'Found {len(stars)} stars') - else: - print(f'Found {len(stars)} stars') - - med_sharp = np.median(stars['sharpness']) - med_round = np.median(stars['roundness1']) - std_sharp = np.std(stars['sharpness']) - std_round = np.std(stars['roundness1']) - - mask = ((stars['sharpness'] < med_sharp + std_sharp) &\ - (stars['roundness1'] < med_round + 3*std_round) &\ - (stars['roundness1'] > med_round - 3*std_round)) - - fwhm_stars = stars[mask] - - mask = ~np.isnan(fwhm_stars['fwhm']) - fwhm_stars = fwhm_stars[mask] - - # Clip fwhm_stars by fwhm - fwhm_clipped, _, _ = sigmaclip(fwhm_stars['fwhm']) - fwhm = np.median(fwhm_clipped) - std_fwhm = np.std(fwhm_clipped) - mask = (fwhm_stars['fwhm'] > fwhm-3*std_fwhm) &\ - (fwhm_stars['fwhm'] < fwhm+3*std_fwhm) - fwhm_stars = fwhm_stars[mask] - fwhm = np.median(fwhm_stars['fwhm']) - - fwhm = float('%.4f'%fwhm) - std_fwhm = float('%.4f'%std_fwhm) - - if log: - log.info(f'Masked to {len(fwhm_stars)} stars based on sharpness, roundness, FWHM') - else: - print(f'Masked to {len(fwhm_stars)} stars based on sharpness, roundness, FWHM') - - mask = (fwhm_stars['signal_to_noise'] > star_param['snthresh_psf']) - bright = fwhm_stars[mask] - if len(bright) < 40: - if log: - log.info('Bright stars for PSF are <90, lowering S/N thresh to 5.') - else: - print('Bright stars for PSF are <90, lowering S/N tresh to 5.') - - mask = (fwhm_stars['signal_to_noise'] > 5) - bright = fwhm_stars[mask] - - if log: - log.info(f'Masked to {len(bright)} PSF stars based on flux.') - else: - print(f'Masked to {len(bright)} PSF stars based on flux.') - - metadata['NPSFSTAR']=len(bright) - - # Instantiate EPSF - size=int(fwhm*fwhm_scale_psf) - if size%2==0: size=size+1 - - if log: - log.info(f'EPSF size will be {size} pixels') - else: - print(f'EPSF size will be {size} pixels') - - epsf = generate_epsf(img_file, bright['xcentroid'], bright['ycentroid'], - size=size, oversampling=oversampling, maxiters=11, log=log) - - fwhm = extract_fwhm_from_epsf(epsf, fwhm*oversampling) - # Scale by oversampling - fwhm = fwhm/oversampling - fwhm = float('%.4f'%fwhm) - - if log: - log.info(f'FWHM={fwhm} pixels') - else: - print(f'FWHM={fwhm} pixels') - - metadata['FWHM']=fwhm - - # Also update img_hdu['PRIMARY'] with FWHM - img_hdu['PRIMARY'].header['FWHM']=(fwhm, - 'Full-width at half-maximum [pixels]') - - mask = (stars['signal_to_noise'] > star_param['snthresh_final']) - final_stars = stars[mask] - - photometry, residual_image = run_photometry(img_file, epsf, fwhm, - star_param['snthresh_final'], size, final_stars) - - # Format final stars table and add as APPPHOT to img_hdu - w = WCS(img_hdu['SCI'].header) - coords = w.pixel_to_world(final_stars['Xpos'], final_stars['Ypos']) - final_stars['flux'] = final_stars['flux_best'] - final_stars['flux_err'] = final_stars['flux_best_err'] - final_stars['SN'] = final_stars['flux']/final_stars['flux_best_err'] - final_stars['mag'] = -2.5*np.log10(final_stars['flux']) - final_stars['mag_err'] = 2.5/np.log(10) * 1./final_stars['SN'] - final_stars['RA'] = [c.ra.degree for c in coords] - final_stars['Dec'] = [c.dec.degree for c in coords] - final_stars['sky'] = np.array([0.]*len(final_stars)) - final_stars['FWHM'] = final_stars['fwhm'] - # Sort from brightest to faintest - final_stars.sort('flux', reverse=True) - - # Get final list of column names we want in catalog in order and the number - # of significant figures they should all have - colnames=['Xpos','Ypos','Xpos_err','Ypos_err','mag','mag_err','flux', - 'flux_err','SN','FWHM','sky','RA','Dec'] - sigfig=[4,4,4,4,4,4,4,4,4,4,4,7,7] - - final_stars = final_stars[*colnames] - for col,sig in zip(colnames, sigfig): - final_stars[col] = np.array([float(f'%.{sig}f'%val) - for val in final_stars[col].data]) - - # Create a new HDU for the photometry table - newhdu = fits.BinTableHDU(final_stars) - newhdu.header.update(metadata) - newhdu.name='APPPHOT' - if newhdu.name in [h.name for h in img_hdu]: - img_hdu[newhdu.name] = newhdu - else: - img_hdu.append(newhdu) - - # Record final number of objects to write out - metadata['NOBJECT']=len(photometry) - - if log: - log.info(f'Final catalog is {len(photometry)} stars') - else: - print(f'Final catalog is {len(photometry)} stars') - - # Get RA/Dec from final positions - w = WCS(img_hdu['SCI'].header) - coords = w.pixel_to_world(photometry['x_fit'], photometry['y_fit']) - - # Join the photometry and all star catalogs and rename columns - photometry['SN'] = photometry['flux_fit']/photometry['flux_err'] - photometry['mag'] = -2.5*np.log10(photometry['flux_fit']) - photometry['mag_err'] = 2.5/np.log(10) * 1./photometry['SN'] - photometry['RA'] = [c.ra.degree for c in coords] - photometry['Dec'] = [c.dec.degree for c in coords] - photometry.add_column(Column([fwhm]*len(photometry), name='FWHM')) - - photometry.rename_column('x_fit', 'Xpos') - photometry.rename_column('y_fit', 'Ypos') - photometry.rename_column('x_err', 'Xpos_err') - photometry.rename_column('y_err', 'Ypos_err') - photometry.rename_column('flux_fit','flux') - photometry.rename_column('local_bkg','sky') - # Sort from brightest to faintest - photometry.sort('flux', reverse=True) - - # Get final list of column names we want in catalog in order and the number - # of significant figures they should all have - colnames=['Xpos','Ypos','Xpos_err','Ypos_err','mag','mag_err','flux', - 'flux_err','SN','FWHM','sky','RA','Dec'] - sigfig=[4,4,4,4,4,4,4,4,4,4,4,7,7] - - photometry = photometry[*colnames] - for col,sig in zip(colnames, sigfig): - photometry[col] = np.array([float(f'%.{sig}f'%val) - for val in photometry[col].data]) - - # Update primary header with metadata - img_hdu['PRIMARY'].header.update(metadata) - - # Create a new HDU for the photometry table - newhdu = fits.BinTableHDU(photometry) - newhdu.header.update(metadata) - newhdu.name='PSFPHOT' - if newhdu.name in [h.name for h in img_hdu]: - img_hdu[newhdu.name] = newhdu - else: - img_hdu.append(newhdu) - - # Add PSF stars to img_hdu - bright.sort('flux') - newhdu = fits.BinTableHDU(bright) - newhdu.name='PSFSTARS' - if newhdu.name in [h.name for h in img_hdu]: - img_hdu[newhdu.name] = newhdu - else: - img_hdu.append(newhdu) - - # Write out a EPSF quality image and add raw data to img_hdu - # Useful for validating the photometry methods - if save_psf_img: - norm = simple_norm(epsf.data, 'log', percent=99.) - plt.imshow(epsf.data, norm=norm, origin='lower', cmap='viridis') - plt.colorbar() - outname = img_file.replace('.fits','.epsf.png') - plt.savefig(outname) - plt.clf() - - # Add the residual image to img_hdu - # Can be used to validate the quality of PSF fitting to point sources - if save_residual_hdu: - newhdu = fits.ImageHDU(residual_image) - newhdu.name = 'RESIDUAL' - if newhdu.name in [h.name for h in img_hdu]: - img_hdu[newhdu.name] = newhdu - else: - img_hdu.append(newhdu) - - # Always add the PSF to the image as an extension - newhdu = fits.ImageHDU(epsf.data) - newhdu.name='PSF' - if newhdu.name in [h.name for h in img_hdu]: - img_hdu[newhdu.name] = newhdu - else: - img_hdu.append(newhdu) - - # Finally, write out img_hdu to save all data - img_hdu.writeto(img_file, overwrite=True) - -def photloop(stack, phot_sn_min=3.0, phot_sn_max=40.0, fwhm_init=5.0, log=None): - signal_to_noise = phot_sn_max - - epsf = None ; fwhm = None - while signal_to_noise > phot_sn_min: - - if log: log.info(f'Trying photometry with final S/N={signal_to_noise}') - star_param = {'snthresh_psf': signal_to_noise*2.0, - 'fwhm_init': fwhm_init, - 'snthresh_final': signal_to_noise} - try: - do_phot(stack, star_param=star_param) - except Exception as e: - log.error(e) - signal_to_noise = signal_to_noise / 2.0 - continue - break diff --git a/potpyri/stages/solve_wcs.py b/potpyri/stages/solve_wcs.py deleted file mode 100755 index fe45d51f..00000000 --- a/potpyri/stages/solve_wcs.py +++ /dev/null @@ -1,555 +0,0 @@ -"Python script for WCS solution." -"Authors: Kerry Paterson, Charlie Kilpatrick" - -# Last updated 10/24/2024 -__version__ = "2.1" - -import numpy as np -import subprocess -import os -import progressbar -import requests - -import matplotlib.pyplot as plt - -from photutils.aperture import ApertureStats -from photutils.aperture import CircularAperture - -from astroquery.vizier import Vizier - -import astropy.units as u -from astropy.stats import sigma_clipped_stats -from astropy.io import fits -from astropy.coordinates import SkyCoord -from astropy.coordinates import match_coordinates_sky -from astropy.table import Column -from astropy.table import Table -from astropy.utils.exceptions import AstropyWarning -from astropy.wcs import WCS -from astropy.wcs.utils import fit_wcs_from_points - -# Internal dependency -from potpyri.utils import utilities -from potpyri.stages import photometry - -#turn Astropy warnings off -import warnings -warnings.simplefilter('ignore', category=AstropyWarning) - -def get_gaia_catalog(input_file, log=None): - - hdu = fits.open(input_file) - data = hdu[0].data - header = hdu[0].header - hkeys = list(header.keys()) - - check_pairs = [('RA','DEC'),('CRVAL1','CRVAL2'),('OBJCTRA','OBJCTDEC')] - coord = None - - for pair in check_pairs: - if pair[0] in header.keys() and pair[1] in header.keys(): - ra = header[pair[0]] - dec = header[pair[1]] - coord = utilities.parse_coord(ra, dec) - if coord: - break - - if not coord: - if log: log.error(f'Could not parse RA/DEC from header of {file}') - return(False) - - vizier = Vizier(columns=['RA_ICRS', 'DE_ICRS', 'Plx', 'PSS','PM']) - vizier.ROW_LIMIT = -1 - - tries = 0 - cat = None - while tries<4: - try: - cat = vizier.query_region(coord, width=20 * u.arcmin, - catalog='I/355/gaiadr3') - if cat is None: - if log: log.error(f'Gaia did not return catalog. Try #{tries+1}') - else: - break - except requests.exceptions.ReadTimeout: - if log: log.error(f'Gaia catalog timeout. Try #{tries+1}') - tries += 1 - - if cat is None: - raise Exception('ERROR: could not get Gaia catalog') - - if len(cat)>0: - cat = cat[0] - else: - return(None) - - mask = (cat['PSS'] > 0.99) & (cat['Plx']<20) & (cat['PM']<10) - cat = cat[mask] - - return(cat) - -def clean_up_astrometry(directory, file, exten): - filelist = [file.replace(exten,'.axy'), - file.replace(exten,'.corr'), - file.replace(exten,'-indx.xyls'), - file.replace(exten,'.match'), - file.replace(exten,'.rdls'), - file.replace(exten,'.solved'), - file.replace(exten,'.wcs')] - - filelist = [os.path.join(directory, f) for f in filelist] - - for f in filelist: - if os.path.exists(f): - os.remove(f) - -def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, - shift_only=False, index=None, log=None): - - # Starting solve, print file and directory for reference - fullfile = os.path.abspath(file) - directory = os.path.dirname(file) - - if log: - log.info(f'Trying to solve file: {file}') - else: - print(f'Trying to solve file: {file}') - - if not os.path.exists(fullfile): - return(False) - - hdu = fits.open(fullfile) - data = hdu[0].data - header = hdu[0].header - hkeys = list(header.keys()) - - exten = '.'+file.split('.')[-1] - if not replace: - if os.path.exists(fullfile.replace(exten,'.solved.fits')): - if log: - log.info(f'SUCCESS: solved {fullfile}') - else: - print(f'SUCCESS: solved {fullfile}') - return(True) - - exten = '.'+file.split('.')[-1] - - check_pairs = [('RA','DEC'),('CRVAL1','CRVAL2'),('OBJCTRA','OBJCTDEC')] - coord = None - - for pair in check_pairs: - if pair[0] in header.keys() and pair[1] in header.keys(): - ra = header[pair[0]] - dec = header[pair[1]] - coord = utilities.parse_coord(ra, dec) - if log: log.info(f'Got coord={coord} for RA key {pair[0]}, DEC key {pair[1]}') - if log: log.info(f'RA value is {ra}, DEC value is {dec}') - if coord: - break - - if not coord: - if log: log.error(f'Could not parse RA/DEC from header of {file}') - return(False) - - if 'solved.fits' in fullfile: - newfile = 'tmp.fits' - else: - newfile = fullfile.replace(exten,'.solved.fits') - - # Handle pixel scale guess - scale = tel.get_pixscale() * int(binn[0]) - if scale is not None: - scale = float(scale) - scale_high = float('%.4f'%(scale * 1.2)) - scale_low = float('%.4f'%(scale * 0.8)) - else: - scale_high = 5.0 - scale_low = 0.05 - - # Get RA and Dec - ra = float('%.6f'%coord.ra.degree) - dec = float('%.6f'%coord.dec.degree) - - cmd = 'solve-field' - args = '--scale-units arcsecperpix ' - args += f'--scale-low {scale_low} --scale-high {scale_high} ' - args += f'--ra {ra} --dec {dec} ' - args += f' --radius {radius} --no-plots -T ' - args += f'--overwrite -N {newfile} --dir {directory} ' - - if index and os.path.exists(index): - if os.path.isfile(index): - args += f'--index-file {index} ' - elif os.path.isdir(index): - args += f'--index-dir {index} ' - - # Test for --use-source-extractor flag - p = subprocess.run(['solve-field','-h'],capture_output=True) - data = p.stdout.decode().lower() - - if '--use-source-extractor' in data: - source_extractor_path = paths['source_extractor'] - args += '--use-source-extractor ' - args += f'--source-extractor-path {source_extractor_path} ' - elif '--use-sextractor' in data: - args += '--use-sextractor ' - - extra_opts = '--downsample 2 --no-verify --odds-to-tune-up 1e4 --objs 15' - - tries = 1 - good = False - while tries < 5 and not good: - input_args = args + extra_opts - - if log: - log.info(f'Try #{tries} with astrometry.net...') - else: - print(f'Try #{tries} with astrometry.net...') - - process = [cmd,fullfile]+input_args.split() - - if log: - log.info(' '.join(process)) - else: - print(' '.join(process)) - - FNULL = open(os.devnull, 'w') - - p = subprocess.Popen(process, stdout=FNULL, stderr=subprocess.STDOUT) - try: - p.wait(90) - except subprocess.TimeoutExpired: - p.kill() - - if os.path.exists(newfile): - good = True - else: - tries += 1 - if tries==2: - extra_opts='--objs 15' - elif tries==3: - extra_opts='' - elif tries==4: - # Try with no constraint on RA/Dec - args = '--scale-units arcsecperpix ' - args += f'--scale-low {scale_low} --scale-high {scale_high} ' - args += f'--no-plots -T ' - args += f'--overwrite -N {newfile} --dir {directory} ' - extra_opts='' - - - file_exists=os.path.exists(newfile) - - if log: - log.info(f'{newfile} exists: {file_exists}') - else: - print(f'{newfile} exists: {file_exists}') - - if os.path.exists(newfile): - - clean_up_astrometry(directory, file, exten) - if log: - log.info(f'SUCCESS: solved {fullfile}') - else: - print(f'SUCCESS: solved {fullfile}') - - if replace or newfile=='tmp.fits': - output_file = fullfile - - # astrometry.net replaces extra extensions, so instead of renaming - # copy the new header into the old file - newhdu = fits.open(newfile) - hdu = fits.open(output_file) - - if shift_only: - hdu[0].header['CRPIX1'] = newhdu[0].header['CRPIX1'] - hdu[0].header['CRPIX2'] = newhdu[0].header['CRPIX2'] - hdu[0].header['CRVAL1'] = newhdu[0].header['CRVAL1'] - hdu[0].header['CRVAL2'] = newhdu[0].header['CRVAL2'] - else: - hdu[0].header = newhdu[0].header - - hdu.writeto(output_file, overwrite=True, output_verify='silentfix') - os.remove(newfile) - else: - output_file = fullfile.replace(exten,'.solved.fits') - - hdu = fits.open(output_file) - for i,h in enumerate(hdu): - - if 'COMMENT' in hdu[i].header.keys(): - del hdu[i].header['COMMENT'] - if 'HISTORY' in hdu[i].header.keys(): - del hdu[i].header['HISTORY'] - - # Delete other WCS header keys - wcs_key = ['CSYER1','CSYER2','CRDER1','CRDER2','CD1_1','CD1_2', - 'CD2_1','CD2_2','CRPIX1','CRPIX2','CUNIT1','CUNIT2','EQUINOX', - 'RADESYS','CNAME1','CNAME2','CTYPE1','CTYPE2','WCSNAME', - 'CRVAL1','CRVAL2'] - - for key in [w + 'C' for w in wcs_key]: - if key in list(hdu[i].header.keys()): - del hdu[i].header[key] - - for key in [w + 'S' for w in wcs_key]: - if key in list(hdu[i].header.keys()): - del hdu[i].header[key] - - # Delete old WCS keywords starting with '_' - for key in list(hdu[i].header.keys()): - if key.startswith('_'): - del hdu[i].header[key] - - try: - hdu.writeto(output_file, overwrite=True, output_verify='silentfix') - except TypeError: - if log: - log.error(f'FAILURE: could not save file {fullfile}') - else: - print(f'FAILURE: could not save file {fullfile}') - return(False) - - return(True) - - else: - if log: - log.error(f'FAILURE: did not solve {fullfile}') - else: - print(f'FAILURE: did not solve {fullfile}') - clean_up_astrometry(directory, file, exten) - return(False) - -def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, - save_centroids=False, log=None): - - cat = get_gaia_catalog(file, log=log) - - if cat is None or len(cat)==0: - if log: - log.error(f'Could not get Gaia catalog or no stars for {file}') - else: - print(f'Could not get Gaia catalog or no stars for {file}') - return(False) - - if log: - log.info(f'Got {len(cat)} Gaia DR3 alignment stars') - else: - print(f'Got {len(cat)} Gaia DR3 alignment stars') - - # Estimate sources that land within the image using WCS from header - hdu = fits.open(file) - w = WCS(hdu[0].header) - naxis1 = hdu[0].header['NAXIS1'] - naxis2 = hdu[0].header['NAXIS2'] - - # Get pixel coordinates of all stars in image - coords = SkyCoord(cat['RA_ICRS'], cat['DE_ICRS'], unit=(u.deg, u.deg)) - x_pix, y_pix = w.world_to_pixel(coords) - - # Mask to stars that are nominally in image - mask = (x_pix > 0) & (x_pix < naxis1) & (y_pix > 0) & (y_pix < naxis2) - x_pix = x_pix[mask] ; y_pix = y_pix[mask] - # Also mask catalog - cat = cat[mask] - - if cat is None or len(cat)==0: - if log: - log.error(f'No stars found in {file}') - else: - print(f'No stars found in {file}') - return(False) - - if log: - log.info(f'Found {len(cat)} stars in the image') - else: - print(f'Found {len(cat)} stars in the image') - - if len(cat)<7: - if log: - log.info(f'Too few stars in {file}. Skipping Gaia alignment...') - else: - print(f'Too few stars in {file}. Skipping Gaia alignment...') - - # Set these values to some default so pipeline won't break - hdu[0].header['RADISP']=(1.0, 'Dispersion in R.A. of WCS [Arcsec]') - hdu[0].header['DEDISP']=(1.0, 'Dispersion in Decl. of WCS [Arcsec]') - - hdu.writeto(file, overwrite=True, output_verify='silentfix') - - return(True) - - - sky_cat = photometry.run_sextractor(file, log=log) - - # Get central coordinate of image based on centroiding - central_pix = (float(naxis1)/2., float(naxis2)/2.) - central_coo = w.pixel_to_world(*central_pix) - - if log: - log.info(f'Converging on fine WCS solution') - else: - print(f'Converging on fine WCS solution') - - bar = progressbar.ProgressBar(maxval=10) - bar.start() - succeeded = False - for i in np.arange(10): - bar.update(i+1) - - cat_coords = w.pixel_to_world(sky_cat['X_IMAGE'], sky_cat['Y_IMAGE']) - - idx, d2d, d3d = match_coordinates_sky(coords, cat_coords) - - sep_mask = d2d < max_search_radius - sky_coords_match = coords[sep_mask] - cat_coords_match = sky_cat[idx[sep_mask]] - - sip_degree = 0 - if len(cat_coords_match)>100: - sip_degree = 2 - if len(cat_coords_match)>500: - sip_degree = 4 - if len(cat_coords_match)>2000: - sip_degree = 6 - - cat_coords_match.add_column(Column(sky_coords_match.ra.degree, - name='RA_ICRS')) - cat_coords_match.add_column(Column(sky_coords_match.dec.degree, - name='DE_ICRS')) - - xy = (cat_coords_match['X_IMAGE'], cat_coords_match['Y_IMAGE']) - coords = SkyCoord(cat_coords_match['RA_ICRS'], - cat_coords_match['DE_ICRS'], unit=(u.deg, u.deg)) - - central_coo = w.pixel_to_world(*central_pix) - try: - w = fit_wcs_from_points(xy, coords, proj_point=central_coo, - sip_degree=sip_degree) - succeeded = True - except ValueError: - # Try with next iteration - pass - - if not succeeded: - if log: - log.error(f'Could not converge on fine WCS solution for: {file}') - else: - print(f'Could not converge on fine WCS solution for: {file}') - return(False) - - - bar.finish() - - if log: - log.info(f'Solved with SIP degree = {sip_degree}') - else: - print(f'Solved with SIP degree = {sip_degree}') - - if cat_coords_match is None or len(cat_coords_match)==0: - if log: - log.error(f'Could not centroid on any stars in {file}') - else: - print(f'Could not centroid on any stars in {file}') - return(False) - else: - if log: - log.info(f'Matched to {len(cat_coords_match)} coordinates') - else: - print(f'Matched to {len(cat_coords_match)} coordinates') - - # Bootstrap WCS solution and get center pixel - ra_cent = [] ; de_cent = [] - coords = SkyCoord(cat_coords_match['RA_ICRS'], cat_coords_match['DE_ICRS'], - unit=(u.deg, u.deg)) - - bar = progressbar.ProgressBar(maxval=1000) - bar.start() - - idx = np.arange(len(cat_coords_match)) - for i in np.arange(1000): - bar.update(i+1) - - if len(idx)>200: - size = 100 - else: - size = int(len(idx)/2) - - idxs = np.random.choice(idx, size=size, replace=False) - - xy = (cat_coords_match['X_IMAGE'][idxs], - cat_coords_match['Y_IMAGE'][idxs]) - c = coords[idxs] - - central_coo = w.pixel_to_world(*central_pix) - new_wcs = fit_wcs_from_points(xy, c, projection=w) - - cent_coord = new_wcs.pixel_to_world(*central_pix) - ra_cent.append(cent_coord.ra.degree) - de_cent.append(cent_coord.dec.degree) - - bar.finish() - - ra_cent = np.array(ra_cent) - de_cent = np.array(de_cent) - - # Estimate systematic precision of new WCS - mean_ra, med_ra, std_ra = sigma_clipped_stats(ra_cent, maxiters=11, - sigma=3) - mean_de, med_de, std_de = sigma_clipped_stats(de_cent, maxiters=11, - sigma=3) - - mask = (np.abs(ra_cent-med_ra)<3*std_ra) & (np.abs(de_cent-med_de)<3*std_de) - - # Create a scatter plot of the centroid values to validate the astrometry - if save_centroids: - fig, ax = plt.subplots() - ax.scatter(ra_cent[mask], de_cent[mask]) - plt.savefig(file.replace('.fits','_centroids.png')) - - header = w.to_header() - header['CRPIX1']=central_pix[0] - header['CRPIX2']=central_pix[1] - header['CRVAL1']=med_ra - header['CRVAL2']=med_de - header['CUNIT1']='deg' - header['CUNIT2']='deg' - if sip_degree>0: - header['CTYPE1']='RA---TAN-SIP' - header['CTYPE2']='DEC--TAN-SIP' - for kw, val in w._write_sip_kw().items(): - header[kw] = val - - # Delete all old WCS keys - delkeys = ['WCSNAME','CUNIT1','CUNIT2','CTYPE1','CTYPE2','CRPIX1','CRPIX2', - 'CRVAL1','CRVAL2','CD1_1','CD1_2','CD2_1','CD2_2','RADECSYS', - 'PC1_1','PC1_2','PC2_1','PC2_2','LONPOLE','LATPOLE','CDELT1','CDELT2'] - while True: - found_key = False - for key in hdu[0].header.keys(): - if any([k in key for k in delkeys]): - found_key=True - del hdu[0].header[key] - if not found_key: - break - - hdu[0].header.update(header) - - ra_disp = std_ra*3600.0*np.cos(np.pi/180.0 * mean_de) - de_disp = std_de*3600.0 - - ra_disp = float('%.6f'%ra_disp) - de_disp = float('%.6f'%de_disp) - - if log: - log.info(f'R.A. dispersion ={ra_disp}", Decl. dispersion={de_disp}"') - else: - print(f'R.A. dispersion ={ra_disp}", Decl. dispersion={de_disp}"') - - # Add header variables for dispersion in WCS solution - hdu[0].header['RADISP']=(ra_disp, 'Dispersion in R.A. of WCS [Arcsec]') - hdu[0].header['DEDISP']=(de_disp, 'Dispersion in Decl. of WCS [Arcsec]') - - hdu.writeto(file, overwrite=True, output_verify='silentfix') - - return(True) diff --git a/potpyri/stages/sort_files.py b/potpyri/stages/sort_files.py deleted file mode 100755 index a7aa4603..00000000 --- a/potpyri/stages/sort_files.py +++ /dev/null @@ -1,371 +0,0 @@ -"Function to sort files for main_pipeline." -"Authors: Owen Eskandari, Kerry Paterson, Charlie Kilpatrick" - -# Last updated 04/01/2025 -__version__ = "3.1" - -from astropy.io import fits -from astropy.io import ascii -from astropy.table import Table -import os -import time -import shutil -import glob -import numpy as np -import gzip -import zlib -import logging -import sys -import re - -def is_bad(hdr, tel): - keywords = tel.bad_keywords - values = tel.bad_values - - assert len(keywords)==len(values) - if len(keywords)==0: return(False) - - bad = np.any([bool(re.search(v, str(hdr[k]).lower())) - for k,v in zip(keywords,values)]) - - binn = str(tel.get_binning(hdr)) - if len(binn)>1: - # Check if telescope is binned the same in all directions, we do not - # want to reduce images with variable binning in different directions - bad = not binn == len(binn) * binn[0] - - return(bad) - -def is_spec(hdr, tel): - keywords = tel.spec_keywords - values = tel.spec_values - - assert len(keywords)==len(values) - if len(keywords)==0: return(False) - - spec = np.all([bool(re.search(v, str(hdr[k]).lower())) - for k,v in zip(keywords,values)]) - - return(spec) - -def is_flat(hdr, tel): - keywords = tel.flat_keywords - values = tel.flat_values - - assert len(keywords)==len(values) - if len(keywords)==0: return(False) - - flat = np.all([bool(re.search(v, str(hdr[k]).lower())) - for k,v in zip(keywords,values)]) - - return(flat) - -def is_dark(hdr, tel): - keywords = tel.dark_keywords - values = tel.dark_values - - assert len(keywords)==len(values) - if len(keywords)==0: return(False) - - dark = np.all([bool(re.search(v, str(hdr[k]).lower())) - for k,v in zip(keywords,values)]) - - # Similar to bad, require that dark have equivalent binning in both dirs - if dark: - binn = str(tel.get_binning(hdr)) - if len(binn)>1: - # Check if telescope is binned the same in all directions, we do not - # want to reduce images with variable binning in different directions - dark = binn == len(binn) * binn[0] - - return(dark) - -def is_bias(hdr, tel): - keywords = tel.bias_keywords - values = tel.bias_values - - assert len(keywords)==len(values) - if len(keywords)==0: return(False) - - bias = np.all([bool(re.search(v, str(hdr[k]).lower())) - for k,v in zip(keywords,values)]) - - # Similar to bad, require that bias have equivalent binning in both dirs - if bias: - binn = str(tel.get_binning(hdr)) - if len(binn)>1: - # Check if telescope is binned the same in all directions, we do not - # want to reduce images with variable binning in different directions - bias = binn == len(binn) * binn[0] - - return(bias) - -def is_science(hdr, tel): - keywords = tel.science_keywords - values = tel.science_values - - assert len(keywords)==len(values) - if len(keywords)==0: return(False) - - science = np.all([bool(re.search(v, str(hdr[k]).lower())) - for k,v in zip(keywords,values)]) - - # Check minimum exposure time - if tel.min_exptime: - exptime = tel.get_exptime(hdr) - if exptime < tel.min_exptime: - return(False) - - return(science) - -# Overall method to handle files: -def handle_files(file_list, tel, paths, incl_bad=False, proc=None, - no_redo=False, log=None): - - file_table = None - - # Always regenerate file list from existing data in data, raw, and bad - if os.path.exists(file_list): - if no_redo: - file_table = ascii.read(file_list, format='fixed_width') - - # Explicitly set column data types - file_table['Target'] = file_table['Target'].astype(str) - file_table['TargType'] = file_table['TargType'].astype(str) - file_table['Filter'] = file_table['Filter'].astype(str) - file_table['Amp'] = file_table['Amp'].astype(str) - file_table['Binning'] = file_table['Binning'].astype(str) - file_table['Exp'] = file_table['Exp'].astype(str) - file_table['Type'] = file_table['Type'].astype(str) - file_table['CalType'] = file_table['CalType'].astype(str) - file_table['Time'] = file_table['Time'].astype(np.float64) - - return(file_table) - else: - os.remove(file_list) - - files = glob.glob(os.path.join(paths['raw'], tel.raw_format(proc)))+\ - glob.glob(os.path.join(paths['data'], tel.raw_format(proc)))+\ - glob.glob(os.path.join(paths['bad'], tel.raw_format(proc))) - - - if log: log.info('Sorting files and creating file lists.') - if len(files)!=0: - if log: log.info(f'{len(files)} files found.') - file_table = sort_files(files, file_list, tel, paths, incl_bad=incl_bad, - log=log) - else: - if log: log.critical('No files found, please check data path and rerun.') - logging.shutdown() - sys.exit(-1) - - return(file_table) - -# Sort the calibration files: -def sort_files(files, file_list, tel, paths, incl_bad=False, log=None): - - ''' - - Function used to sort a list of files into a dictionary of files sorted by filter. - - Parameters - ---------- - - :param files: list (string) - List of strings of files (path should be included). - - :param tel: Telescope - Telescope with parameters and methods to sort data. - - :param incl_bad: bool, optional - - :param log: log, optional - Overview log used to write the object and date observed (if ``date`` parameter is not ``None``). - If no log is inputted, information is printed out instead of being written to ``log2``. - Default is ``None``. - - - Returns - ------- - - :return: python dictionary - Dictionary of files. Key is the filter of the file, values are the file names themselves. - - ''' - - t_start = time.time() - - if log: - log.info(f'Running sort_files version: {__version__}') - else: - print(f'Running sort_files version: {__version__}') - - bad_num = 0 - spec_num = 0 - sci_num = 0 - bias_num = 0 - dark_num = 0 - flat_num = 0 - - target = "" - fil = "" - amp = "" - binn = "" - exp = "" - file_time = 0.0 - - params = ('File','Target','TargType','Filter','Amp','Binning','Exp','Type', - 'CalType','Time') - dtypes = ('S','S','S','S','S','S','S','S','S','float64') - file_table = Table(names=params, dtype=dtypes) - - for i, f in enumerate(sorted(files)): - try: - file_open = fits.open(f, mode='readonly') - ext = tel.raw_header_ext - hdr = file_open[ext].header - - # Extend header to first extension? - if tel.extend_header: - if len(file_open)>ext+1: - extra_hdr = file_open[ext+1].header - for key in extra_hdr.keys(): - if key not in hdr.keys(): - hdr[key] = extra_hdr[key] - - check_data = file_open[ext].data - file_open._verify() - except IndexError: - if log: - log.error(f'Moving file {f} to bad due to error opening file.') - else: - print(f'Moving file {f} to bad due to error opening file.') - moved_path = paths['bad'] - if os.path.dirname(f)!=moved_path: shutil.move(f, paths['bad']) - continue - except (TypeError, gzip.BadGzipFile, zlib.error): - if log: - log.error(f'Moving file {f} to bad due to corrupted data.') - else: - print(f'Moving file {f} to bad due to corrupted data.') - moved_path = paths['bad'] - if os.path.dirname(f)!=moved_path: shutil.move(f, paths['bad']) - continue - - try: - target = tel.get_target(hdr) - fil = tel.get_filter(hdr) - amp = tel.get_ampl(hdr) - binn = tel.get_binning(hdr) - exp = str(tel.get_exptime(hdr)) - file_time = tel.get_time(hdr) - - if (is_bad(hdr, tel) and not is_bias(hdr, tel) and - not is_dark(hdr, tel) and not is_flat(hdr, tel)): - file_type = 'BAD' - moved_path = paths['bad'] - bad_num += 1 - elif (is_spec(hdr, tel) and not is_bias(hdr, tel)): - file_type = 'SPEC' - moved_path = paths['bad'] - spec_num += 1 - elif is_flat(hdr, tel): - file_type = 'FLAT' - moved_path = paths['raw'] - flat_num += 1 - elif is_bias(hdr, tel): - file_type = 'BIAS' - moved_path = paths['raw'] - bias_num += 1 - elif is_science(hdr, tel): - file_type = 'SCIENCE' - moved_path = paths['raw'] - sci_num += 1 - elif is_dark(hdr, tel): - file_type = 'DARK' - moved_path = paths['raw'] - dark_num += 1 - else: - file_type = 'BAD' - moved_path = paths['bad'] - bad_num += 1 - except Exception as e: - if log: - log.error(f'Moving file {f} to bad due to error: {e}') - else: - print(f'Moving file {f} to bad due to error: {e}') - file_type = 'BAD' - moved_path = paths['bad'] - bad_num += 1 - - if os.path.dirname(f)!=moved_path: - newfile = os.path.join(moved_path, os.path.basename(f)) - if not os.path.exists(newfile): - shutil.move(f, moved_path) - else: - if log: - log.info(f'Removing existing file: {f}') - else: - print(f'Removing existing file: {f}') - os.remove(f) - - if file_type=='BIAS': - # Bias only depends on amplifier and bin mode - cal_type = f'{amp}_{binn}' - target = 'BIAS' - targ_type = cal_type - elif file_type=='DARK': - # Dark depends on exposure, amplifier, and bin - cal_type = f'{exp}_{amp}_{binn}' - target = 'DARK' - targ_type = cal_type - elif file_type=='FLAT': - # Flat depends on filter, amplifier, and bin - cal_type = f'{fil}_{amp}_{binn}' - target = 'FLAT' - targ_type = cal_type - elif file_type=='SCIENCE': - # Science is grouped by target, filter, amplifier, bin - cal_type = f'{fil}_{amp}_{binn}' - targ_type = f'{target}_{fil}_{amp}_{binn}' - else: - cal_type = '' - targ_type = '' - - currfile = os.path.join(moved_path, os.path.basename(f)) - if not os.path.exists(currfile): - if log: - log.critical(f'Lost track of file {f}->{currfile}') - else: - print(f'Lost track of file {f}->{currfile}') - logging.shutdown() - sys.exit(-1) - - if log: - log.info(f'File {i+1}/{len(files)}: {currfile} is {file_type},{target},{fil}') - else: - print(f'File {i+1}/{len(files)}: {currfile} is {file_type},{target},{fil}') - - if (file_type!='BAD' and file_type!='SPEC') or incl_bad: - file_table.add_row((currfile,target,targ_type,fil,amp,binn,exp, - file_type,cal_type,file_time)) - - file_table.sort(['Type','Target','CalType','File']) - - if len(file_table)>0: - ascii.write(file_table, file_list, format='fixed_width', - formats={'Time':'%5.6f'}, overwrite=True) - else: - if log: log.critical('No good files were ingested') - - if sci_num>0 and log: log.info(f'{sci_num} imaging science files found.') - if bias_num>0 and log: log.info(f'{bias_num} bias files found.') - if flat_num>0 and log: log.info(f'{flat_num} flat files found.') - if dark_num>0 and log: log.info(f'{dark_num} dark files found.') - if bad_num>0 and log: log.info(f'{bad_num} bad files found and removed from reduction.') - if spec_num>0 and log: log.info(f'{spec_num} spectroscopy files found and removed from reduction.') - - t_end = time.time() - if log: log.info(f'sort_files ran in {t_end-t_start} sec') - - return(file_table) diff --git a/potpyri/utils/logger.py b/potpyri/utils/logger.py index 97ad7db4..2a640758 100755 --- a/potpyri/utils/logger.py +++ b/potpyri/utils/logger.py @@ -28,17 +28,6 @@ def get_log(log_dir): return(log) -def logprint(log, message, method='info'): - if log: - if method=='info': - log.info(message) - elif method=='error': - log.error(message) - elif method=='critical': - log.critical(message) - else: - raise Exception(f'Unknown method {method}') - def formatter_message(message, use_color = True): # Bold face some text only when rich text/color is requested. if use_color: @@ -103,3 +92,7 @@ def __init__(self, filename): self.addHandler(streamhandler) self.addHandler(filehandler) return + + def shutdown(self): + logging.shutdown() + return diff --git a/tests/test_absphot.py b/tests/test_absphot.py index c1d71163..a19f5fa0 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -1,6 +1,6 @@ from potpyri.utils import options from potpyri.utils import logger -from potpyri.stages import absphot +from potpyri.primitives import absphot from astropy.io import ascii from astropy.table import Table diff --git a/tests/test_calibration.py b/tests/test_calibration.py index b9ef583c..97a139c8 100644 --- a/tests/test_calibration.py +++ b/tests/test_calibration.py @@ -1,6 +1,6 @@ from potpyri.utils import options from potpyri.utils import logger -from potpyri.stages import image_procs +from potpyri.primitives import image_procs import os import numpy as np diff --git a/tests/test_init.py b/tests/test_init.py index 88031bbb..cae448fd 100644 --- a/tests/test_init.py +++ b/tests/test_init.py @@ -1,7 +1,7 @@ from potpyri.scripts import main_pipeline from potpyri.utils import options from potpyri.utils import logger -from potpyri.stages import sort_files +from potpyri.primitives import sort_files import numpy as np import astropy.utils.data diff --git a/tests/test_photometry.py b/tests/test_photometry.py index db182b55..d88e0e97 100644 --- a/tests/test_photometry.py +++ b/tests/test_photometry.py @@ -1,6 +1,6 @@ from potpyri.utils import options from potpyri.utils import logger -from potpyri.stages import photometry +from potpyri.primitives import photometry import os import numpy as np diff --git a/tests/test_sort.py b/tests/test_sort.py index 4f9f276d..5494fc99 100644 --- a/tests/test_sort.py +++ b/tests/test_sort.py @@ -1,6 +1,6 @@ from potpyri.utils import options from potpyri.utils import logger -from potpyri.stages import sort_files +from potpyri.primitives import sort_files import os diff --git a/tests/test_stack.py b/tests/test_stack.py index c61629a4..f9ddf305 100644 --- a/tests/test_stack.py +++ b/tests/test_stack.py @@ -1,6 +1,6 @@ from potpyri.utils import options from potpyri.utils import logger -from potpyri.stages import image_procs +from potpyri.primitives import image_procs import numpy as np import os diff --git a/tests/test_staticmask.py b/tests/test_staticmask.py index 9c9315a8..cf64ab9f 100644 --- a/tests/test_staticmask.py +++ b/tests/test_staticmask.py @@ -1,7 +1,7 @@ from potpyri.scripts import main_pipeline from potpyri.utils import options from potpyri.utils import logger -from potpyri.stages import sort_files +from potpyri.primitives import sort_files import numpy as np import astropy.utils.data diff --git a/tests/test_wcs.py b/tests/test_wcs.py index b895f647..e8264bfa 100644 --- a/tests/test_wcs.py +++ b/tests/test_wcs.py @@ -1,6 +1,6 @@ from potpyri.utils import options from potpyri.utils import logger -from potpyri.stages import solve_wcs +from potpyri.primitives import solve_wcs import os import numpy as np From 0f189690b7d04b0794fd8a8e443592d09bad83bd Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 6 Oct 2025 13:00:58 -0500 Subject: [PATCH 11/72] Adding back stage code --- potpyri/primitives/__init__.py | 7 + potpyri/primitives/absphot.py | 307 ++++++++++++ potpyri/primitives/calibration.py | 190 ++++++++ potpyri/primitives/image_procs.py | 761 ++++++++++++++++++++++++++++++ potpyri/primitives/photometry.py | 533 +++++++++++++++++++++ potpyri/primitives/solve_wcs.py | 555 ++++++++++++++++++++++ potpyri/primitives/sort_files.py | 371 +++++++++++++++ 7 files changed, 2724 insertions(+) create mode 100755 potpyri/primitives/__init__.py create mode 100755 potpyri/primitives/absphot.py create mode 100755 potpyri/primitives/calibration.py create mode 100755 potpyri/primitives/image_procs.py create mode 100755 potpyri/primitives/photometry.py create mode 100755 potpyri/primitives/solve_wcs.py create mode 100755 potpyri/primitives/sort_files.py diff --git a/potpyri/primitives/__init__.py b/potpyri/primitives/__init__.py new file mode 100755 index 00000000..5cbb124d --- /dev/null +++ b/potpyri/primitives/__init__.py @@ -0,0 +1,7 @@ +from . import absphot +from . import calibration +from . import image_procs +from . import photometry +from . import solve_wcs +from . import sort_files + diff --git a/potpyri/primitives/absphot.py b/potpyri/primitives/absphot.py new file mode 100755 index 00000000..e7318ad6 --- /dev/null +++ b/potpyri/primitives/absphot.py @@ -0,0 +1,307 @@ +"Function for calculating zero points during flux calibration." +"Authors: Kerry Paterson, Charlie Kilpatrick" + +__version__ = "1.0" # Last updated on 03/10/2025 + +import numpy as np + +from astroquery.vizier import Vizier +from astropy import units as u +from astropy.coordinates import SkyCoord +from astropy.table import Table +from astropy.io import fits + +# Internal dependency +from potpyri.utils import utilities + +class absphot(object): + def __init__(self, iterations=5, sigma=5): + + self.iterations = iterations + self.sigma = sigma + + self.odr_iter = 2 + + def get_zeropoint(self, flux, fluxerr, mag, magerr): + + from scipy.odr import ODR + from scipy.odr import Model + from scipy.odr import RealData + + def magnitude(zpt, flux): + return(zpt - 2.5*np.log10(flux)) + + zpt_guess = np.nanmedian(mag + 2.5*np.log10(flux)) + + data = RealData(np.array(flux, dtype=float), + np.array(mag, dtype=float), + sx=np.array(fluxerr, dtype=float), + sy=np.array(magerr, dtype=float)) + + model = Model(magnitude) + odr = ODR(data, model, beta0=[zpt_guess], maxit=self.odr_iter) + + output = odr.run() + + zpt = output.beta[0] + zpterr = output.sd_beta[0] + + return(zpt, zpterr) + + def zpt_iteration(self, flux, fluxerr, mag, magerr, log=None): + + flux = np.array(flux) + fluxerr = np.array(fluxerr) + mag = np.array(mag) + magerr = np.array(magerr) + + nobj_orig = len(mag) + idx = np.arange(nobj_orig) + + for i in np.arange(self.iterations): + + nobj = len(flux) + zpt, zpterr = self.get_zeropoint(flux, fluxerr, mag, magerr) + + mag_deriv = -2.5*np.log10(flux)+zpt + magerr_deriv = np.array(2.5/np.log(10) * fluxerr/flux) + + total_err = np.sqrt(magerr**2+magerr_deriv**2+zpterr**2) + + mask = np.abs(mag - mag_deriv) < self.sigma * total_err + idx = idx[mask] + + flux=flux[mask] ; fluxerr=fluxerr[mask] + mag=mag[mask] ; magerr=magerr[mask] + + zpt = float('%.6f'%zpt) + zpterr = float('%.6f'%zpterr) + + message = f'Iteration {i+1}/{self.iterations}: {nobj} obj, ' + message += f'zpt={zpt}+/-{zpterr}, ' + message += f'{self.sigma}-sigma clip to {len(flux)} obj' + if log: + log.info(message) + else: + print(message) + + if log: + log.info(f'{len(flux)} stars used to calculate final zeropoint.') + else: + print(f'{len(flux)} stars used to calculate final zeropoint.') + + master_mask = np.array([i in idx for i in np.arange(nobj_orig)]) + + return(zpt, zpterr, master_mask) + + def get_catalog(self, coords, catalog, filt, log=None): + + if log: log.info(f'Searching for catalog {catalog}') + + coord_ra = np.median([c.ra.degree for c in coords]) + coord_dec = np.median([c.dec.degree for c in coords]) + + catalog, cat_ID, cat_ra, cat_dec, cat_mag, cat_err = utilities.find_catalog(catalog, filt, coord_ra, coord_dec) + + med_coord = SkyCoord(coord_ra, coord_dec, unit='deg') + + seps = med_coord.separation(coords) + max_sep = np.max(seps.to(u.deg).value) + + vizier = Vizier(columns=[cat_ra, cat_dec, cat_mag, cat_err]) + vizier.ROW_LIMIT = -1 + if log: + log.info(f'Getting {catalog} catalog with ID {cat_ID} in filt {filt}') + log.info(f'Querying around {coord_ra}, {coord_dec} deg') + cat = vizier.query_region(med_coord, width=1.2*max_sep*u.degree, + catalog=cat_ID) + + if len(cat)>0: + cat = cat[0] + cat = cat[~np.isnan(cat[cat_mag])] + cat = cat[cat[cat_err]>0.] + + cat.rename_column(cat_ra, 'ra') + cat.rename_column(cat_dec, 'dec') + cat.rename_column(cat_mag, 'mag') + cat.rename_column(cat_err, 'mag_err') + + # Convert to AB magnitudes + if catalog=='2MASS': + if filt=='J': cat['mag'] = cat['mag'] + (4.56-3.65) + if filt=='H': cat['mag'] = cat['mag'] + (4.71-3.32) + if filt=='K': cat['mag'] = cat['mag'] + (5.14-3.29) + if filt=='Ks': cat['mag'] = cat['mag'] + (5.14-3.29) + + if catalog=='2MASS' and filt=='Y': + cat = cat[~np.isnan(cat['Kmag'])] + cat['mag'], cat['mag_err'] = self.Y_band(cat['mag'], + cat['mag_err'], cat['Kmag'], cat['e_Kmag']) + + return(cat, catalog, cat_ID) + + else: + m='ERROR: cat {0}, ra {1}, dec {2} did not return a catalog' + m=m.format(catalog, coord_ra, coord_dec) + if log: + log.error(m) + else: + print(m) + return(None, None, None) + + def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, + phottable='APPPHOT', input_catalog=None, log=None): + + if log: + log.info(f'Importing catalog from file: {cmpfile}') + else: + print(f'Importing catalog from file: {cmpfile}') + + hdu = fits.open(cmpfile) + header = hdu['PRIMARY'].header + filt = header['FILTER'] + catalog = tel.get_catalog(header) + + + table = Table(hdu[phottable].data, meta=hdu[phottable].header) + coords = SkyCoord(table['RA'], table['Dec'], unit='deg') + + # New metadata to update + metadata = {} + + cat = None ; cat_ID = None + + filt = self.convert_filter_name(filt) + if input_catalog is not None: + cat = input_catalog + else: + if log: + log.info(f'Downloading {catalog} catalog in {filt}') + else: + print(f'Downloading {catalog} catalog in {filt}') + + cat, catalog, cat_ID = self.get_catalog(coords, catalog, filt, log=log) + + min_mag = self.get_minmag(filt) + cat = cat[cat['mag']>min_mag] + + if cat: + coords_cat = SkyCoord(cat['ra'], cat['dec'], unit='deg') + + idx, d2, d3 = coords_cat.match_to_catalog_sky(coords) + + # Get matches from calibration catalog and cmpfile + mask = d2 < match_radius + cat = cat[mask] + idx = idx[mask] + + if len(cat)==0: + if log: + log.info('No star matches within match radius.') + else: + print('No star matches within match radius.') + return(None, None) + + match_table = None + for i in idx: + if not match_table: + match_table = Table(table[i]) + else: + match_table.add_row(table[i]) + + # Sort by flux + flux_idx = np.argsort(match_table['flux']) + match_table = match_table[flux_idx] + cat = cat[flux_idx] + + # Do basic cuts on flux, fluxerr, catalog magnitude, cat magerr + flux = match_table['flux'].data.astype('float32') + fluxerr = match_table['flux_err'].data.astype('float32') + cat_mag = cat['mag'].data.astype('float32') + cat_magerr = cat['mag_err'].data.astype('float32') + + if len(flux)==0: + if log: + log.info('No suitable stars to calculate zeropoint .') + return(None, None) + + zpt, zpterr, master_mask = self.zpt_iteration(flux, fluxerr, + cat_mag, cat_magerr, log=log) + + # Set header variables + metadata['ZPTNSTAR']=len(flux) + metadata['ZPTMAG']=zpt + metadata['ZPTMUCER']=zpterr + metadata['ZPTCAT']=catalog + metadata['ZPTCATID']=cat_ID + metadata['ZPTPHOT']=phottable + + # Add limiting magnitudes + if 'FWHM' in header.keys() and 'SKYSIG' in header.keys(): + fwhm = header['FWHM'] + sky = header['SKYSIG'] + Npix_per_FWHM_Area = 2.5 * 2.5 * fwhm * fwhm + skysig_per_FWHM_Area = np.sqrt(Npix_per_FWHM_Area * (sky*sky)) + m3sigma = -2.5*np.log10(3.0*skysig_per_FWHM_Area)+zpt + m5sigma = -2.5*np.log10(5.0*skysig_per_FWHM_Area)+zpt + m10sigma = -2.5*np.log10(10.0*skysig_per_FWHM_Area)+zpt + m3sigma = float('%.6f'%m3sigma) + m5sigma = float('%.6f'%m5sigma) + m10sigma = float('%.6f'%m10sigma) + metadata['M3SIGMA']=m3sigma + metadata['M5SIGMA']=m5sigma + metadata['M10SIGMA']=m10sigma + if log: + log.info(f'3-sigma limiting mag of image is {m3sigma}') + else: + print(f'3-sigma limiting mag of image is {m3sigma}') + + hdu['PRIMARY'].header.update(metadata) + hdu[phottable].header.update(metadata) + + hdu.writeto(cmpfile, overwrite=True) + + return(zpt, zpterr) + else: + if log: + log.info('No zeropoint calculated.') + return(None, None) + + def Y_band(self, J, J_err, K, K_err): + Y = J+0.46*(J-K) + JK_err = np.sqrt(J_err**2+K_err**2) + JKY_err = 0.46*(J-K)*np.sqrt((0.02/0.46)**2+(JK_err/(J-K))**2) + Y_err = np.sqrt(J_err**2+JKY_err**2) + return Y, Y_err + + def convert_filter_name(self, filt): + if filt=='uG0308' or filt=='uG0332' or filt=='U': + return 'u' + if filt=='gG0301' or filt=='gG0325' or filt=='G' or filt=='V' or filt=='B': + return 'g' + if filt=='rG0303' or filt=='rG0326' or filt=='R' or filt=='Rs': + return 'r' + if filt=='iG0302' or filt=='iG0327' or filt=='I': + return 'i' + if filt=='zG0304' or filt=='zG0328' or filt=='Z': + return 'z' + if filt=='RG850': + return 'z' + if filt=='Y': + return 'J' + else: + return filt + + def get_minmag(self, filt): + if filt=='J': + return 15.5 + if filt=='K': + return 13.0 + if filt=='Y': + return 15.0 + else: + return 16.0 + +def find_zeropoint(stack, tel, log=None): + cal = absphot() + cal.find_zeropoint(stack, tel, log=log) diff --git a/potpyri/primitives/calibration.py b/potpyri/primitives/calibration.py new file mode 100755 index 00000000..2d713ce6 --- /dev/null +++ b/potpyri/primitives/calibration.py @@ -0,0 +1,190 @@ +"Wrapper methods for creating bias, dark, and flat images from pipeline data." +"Authors: Charlie Kilpatrick" + +# Initial version tracking on 09/29/2024 +__version__ = "1.1" + +import os +import time +import logging +import numpy as np +import sys + +def do_bias(file_table, tel, paths, nmin_images=3, log=None): + + # Exit if telescope does not require bias + if not tel.bias: + return(None) + + kwds = tel.filetype_keywords + bias_match = tel.match_type_keywords(kwds['BIAS'], file_table) + bias_table = file_table[bias_match] + + bias_num = 0 + for cal_type in np.unique(bias_table['CalType']): + mask = bias_table['CalType']==cal_type + cal_table = bias_table[mask] + + # Skip if cal_table does not have enough images + if len(cal_table)5-sigma outlier + if not keep_all_astro: + if len(solved_images)>2: + radisp = [] ; dedisp = [] + for file in solved_images: + hdu = fits.open(file, mode='readonly') + radisp.append(hdu[0].header['RADISP']) + dedisp.append(hdu[0].header['DEDISP']) + + radisp = np.array(radisp) ; dedisp = np.array(dedisp) + ramean, ramedian, rastddev = sigma_clipped_stats(radisp) + demean, demedian, destddev = sigma_clipped_stats(dedisp) + + if log: log.info(f'Median dispersion in R.A.={ramedian}') + if log: log.info(f'Median dispersion in Decl.={demedian}') + + mask = (radisp-ramedian <= 5 * rastddev) &\ + (dedisp-demedian <= 5 * destddev) + + if log: + log.info('Rejecting the following images for high astrometric dispersion:') + for i,m in enumerate(mask): + if not m: log.info(solved_images[i]) + + solved_images = np.array(solved_images)[mask] + else: + if log: + log.info('Keeping all images (even poorly aligned).') + solved_images = np.array(solved_images) + + + if len(solved_images)==0: + return(None, None) + + # Determine what the value of use_wcs should be + if use_wcs is None: + if fieldcenter is None: + fieldcenter = get_fieldcenter(solved_images) + use_wcs = generate_wcs(tel, binn, fieldcenter, out_size) + + for file in solved_images: + if log: log.info(f'Reprojecting {file}...') + + # Create a reprojection of the file in a common astrometric frame + hdu = fits.open(file) + header = remove_pv_distortion(hdu[0].header) + wcs = WCS(hdu[0].header) + + if use_wcs is None: + use_wcs = wcs + + image = CCDData(hdu[0].data, meta=hdu[0].header, wcs=wcs, + unit=u.electron) + + if out_size: + target_shape = (out_size, out_size) + else: + target_shape = None + + reprojected = wcs_project(image, target_wcs=use_wcs, order='bilinear', + target_shape=target_shape) + # Get rid of mask in data + reprojected.mask = None + outfile = file.replace('.fits','_reproj.fits') + reprojected.write(file.replace('.fits','_reproj.fits'), overwrite=True) + + aligned_images.append(outfile) + aligned_data.append(reprojected) + + return(aligned_images, aligned_data) + +def image_proc(image_data, tel, paths, skip_skysub=False, + fieldcenter=None, out_size=None, satellites=True, cosmic_ray=True, + skip_gaia=False, keep_all_astro=False, log=None): + + wavelength = tel.wavelength + + red_path = paths['red'] + work_path = paths['work'] + + # All data in the table should be for one target + assert np.all([image_data['Target']==image_data['Target'][0]]) + assert np.all([image_data['TargType']==image_data['TargType'][0]]) + + cal_type = image_data['TargType'][0] + target = image_data['Target'][0] + fil = image_data['Filter'][0] + amp = image_data['Amp'][0] + binn = image_data['Binning'][0] + + # Load bias frame + if tel.bias: + if log: log.info('Loading master bias.') + try: + mbias = tel.load_bias(paths, amp, binn) + except Exception as e: + if log: + log.error('No master bias found for this configuration') + log.error(f'Skipping reduction for: {cal_type}') + log.error(e) + return(None) + else: + mbias = None + + # Load bias frame + if tel.dark: + if log: log.info('Loading master dark.') + try: + mdark = tel.load_dark(paths, amp, binn) + except Exception as e: + if log: + log.error('No master dark found for this configuration') + log.error(f'Skipping reduction for: {cal_type}') + log.error(e) + return(None) + else: + mdark = None + + # Load flat frame + if tel.flat: + if log: log.info('Loading master flat.') + try: + mflat = tel.load_flat(paths, fil, amp, binn) + except Exception as e: + if log: + log.error('No master bias found for this configuration') + log.error(f'Skipping reduction for: {cal_type}') + log.error(e) + return(None) + else: + mflat = None + + t1 = time.time() + if log: log.info(f'Processing data for {cal_type}') + + # Bias subtraction, gain correction, flat correction, and flat fielding + files = image_data['File'] + processed = tel.process_science(files, fil, amp, binn, paths, + mbias=mbias, mflat=mflat, mdark=mdark, skip_skysub=skip_skysub, log=log) + + # Get filenames for output processed data + reduced_files = [p.header['FILENAME'] for p in processed] + + t2 = time.time() + if log: log.info(f'Data processed in {t2-t1} sec') + if log: log.info('Aligning images.') + + # If masking satellite trails, this needs to be done before reprojection so + # that the acstools algorithm accurately models the edges of the detector + if satellites: + mask_satellites(processed, reduced_files, log=log) + + # Sort files so deepest exposure is first + exptimes = [] + for file in reduced_files: + hdu = fits.open(file) + exptimes.append(tel.get_exptime(hdu[0].header)) + idx = np.flip(np.argsort(exptimes)) + reduced_files = np.array(reduced_files)[idx] + + if out_size is None: + out_size = tel.get_out_size(processed[0].header) + + if fieldcenter is not None: + use_wcs = generate_wcs(tel, binn, fieldcenter, out_size) + else: + use_wcs = None + + aligned_images, aligned_data = align_images(reduced_files, paths, tel, binn, + use_wcs=use_wcs, fieldcenter=fieldcenter, out_size=out_size, + skip_gaia=skip_gaia, keep_all_astro=keep_all_astro, log=log) + + if aligned_images is None or aligned_data is None: + return(None) + + if log: log.info('Creating mask and error arrays.') + masks = [] + errors = [] + data_images = [] + for stack_img in aligned_images: + hdu = fits.open(stack_img, mode='readonly') + hdr = hdu[0].header + clean, mask = create_mask(stack_img, + hdr['SATURATE'], np.mean(tel.get_rdnoise(hdr)), + log=log, cosmic_ray=cosmic_ray, outpath=work_path) + error = create_error(stack_img, mask, np.mean(tel.get_rdnoise(hdr))) + + masks.append(mask) + errors.append(error) + + # Set nan values to 0 now that they are masked + data = hdu[0].data + data[np.isnan(data)] = 0.0 + + # Create final image triplet before stacking with data, mask, and error + hdulist = fits.HDUList() + sci_hdu = fits.ImageHDU() + sci_hdu.data = data + sci_hdu.header = hdu[0].header + msk_hdu = fits.ImageHDU() + msk_hdu.data = mask.data + msk_hdu.header = mask.header + err_hdu = fits.ImageHDU() + err_hdu.data = error.data + err_hdu.header = error.header + + hdulist.append(sci_hdu) + hdulist.append(msk_hdu) + hdulist.append(err_hdu) + + hdulist[0].name='SCI' + hdulist[1].name='MASK' + hdulist[2].name='ERROR' + + hdulist[0].header['EXTNAME']='SCI' + hdulist[1].header['EXTNAME']='MASK' + hdulist[2].header['EXTNAME']='ERROR' + + filename = hdulist[0].header['FILENAME'].replace('.fits', + '_data.fits') + fullfilename = os.path.join(work_path, filename) + + if log: + log.info(f'Writing out all file data: {fullfilename}') + else: + print(f'Writing out all file data: {fullfilename}') + + hdulist.writeto(fullfilename, overwrite=True, output_verify='silentfix') + data_images.append(fullfilename) + + if log: log.info('Creating median stack.') + if len(aligned_data)>1: + sci_med = stack_data(aligned_data, tel, masks, errors, log=log) + sci_med = add_stack_mask(sci_med, aligned_data) + + if tel.detrend: + sci_med = detrend_stack(sci_med) + + else: + sci_med = fits.open(data_images[0]) + + sci_med[0].data = sci_med[0].data.astype(np.float32) + sci_med[1].data = sci_med[1].data.astype(np.uint8) + sci_med[2].data = sci_med[2].data.astype(np.float32) + sci_med[0].header['EXTNAME']='SCI' + sci_med[1].header['EXTNAME']='MASK' + sci_med[2].header['EXTNAME']='ERROR' + sci_med[0].header['BITPIX'] = -32 + sci_med[1].header['BITPIX'] = 8 + sci_med[2].header['BITPIX'] = -32 + + # Get time parameters from aligned data + mid_time = np.average([tel.get_time(d.header) for d in aligned_data]) + exptimes = np.array([tel.get_exptime(d.header) for d in aligned_data]) + eff_time = np.sum(exptimes**2)/np.sum(exptimes) + total_time = np.sum(exptimes) + + # Rescale both data and error images by effective exposure times so they + # are in e- instead of e-/s + sci_med[0].data = sci_med[0].data * eff_time + sci_med[2].data = sci_med[2].data * eff_time + + # Explicitly note that data and error extensions are in ELECTRONS + sci_med[0].header['BUNIT'] = 'ELECTRONS' + sci_med[2].header['BUNIT'] = 'ELECTRONS' + + # Add both formats for code that requires either + sci_med[0].header['MJD-OBS'] = (mid_time, + 'Mid-MJD of the observation sequence.') + sci_med[0].header['MJD'] = (mid_time, + 'Mid-MJD of the observation sequence.') + # Since we generated stack with median, effective exposure should be a + # weighted average of the input exposure times + sci_med[0].header['EXPTIME'] = (eff_time, + 'Effective expsoure time in seconds.') + sci_med[0].header['EXPTOT'] = (total_time, + 'Total exposure time in seconds') + sci_med[0].header['GAIN'] = (len(aligned_data), + 'Effecetive gain for stack.') + + # Calculate read noise + rdnoise = np.mean(tel.get_rdnoise(sci_med[0].header))/np.sqrt(len(aligned_data)) + sci_med[0].header['RDNOISE'] = (rdnoise, 'Readnoise of stack.') + + sci_med[0].header['NFILES'] = (len(aligned_data), + 'Number of images in stack') + sci_med[0].header['FILTER'] = fil + sci_med[0].header['OBSTYPE'] = 'OBJECT' + + # Generate stack name and write out + stackname = tel.get_stk_name(sci_med[0].header, red_path) + sci_med.writeto(stackname, overwrite=True, output_verify='silentfix') + + if log: + log.info(f'Stack made for {stackname}') + else: + print(f'Stack made for {stackname}') + + return(stackname) + +def detrend_stack(stack): + + data = stack[0].data + mask = stack[1].data.astype(bool) + + mean, med, stddev = sigma_clipped_stats(data, mask=mask, axis=1) + data = data - med[:,None] + + row_med = np.nanmedian(med) + + mean, med, stddev = sigma_clipped_stats(data, mask=mask, axis=0) + data = data - med[None,:] + + col_med = np.nanmedian(med) + + # Reapply mask to data + data[mask] = 0.0 + + stack[0].data = data + stack[0].header['SATURATE'] = stack[0].header['SATURATE'] - (row_med+col_med) + + return(stack) + +def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): + + stack_method = tel.stack_method + if not stack_method: + if log: + log.critical('Could not get stacking method for these images') + logging.shutdown() + sys.exit(-1) + else: + raise Exception('Could not get stacking method for these images') + + weights = [] + for i,error in enumerate(errors): + ivar = 1./error.data**2 + mask = masks[i] + ivar[mask.data.astype(bool)]=0. + weights.append(ivar) + weights=np.array(weights) + + new_data = [] + exptimes = [] + for i,stk in enumerate(stacking_data): + mask = masks[i].data.astype(bool) + stacking_data[i].data[mask] = np.nan + exptimes.append(float(tel.get_exptime(stk.header))) + + exptimes = np.array(exptimes) + scale = 1./exptimes + + all_data = np.array([s.data for s in stacking_data]) + + if len(scale)==1: + stack_method='average' + + # Determine if intermediate stacks are needed + # Get size of individual frame, account for data, noise, and mask + exdata = stacking_data[0].data + size = 64.0/8.0 * exdata.shape[0]*exdata.shape[1] * 2 + exdata.shape[0]*exdata.shape[1] + + if log: + log.info(f'Image size is {size}') + else: + print(f'Image size is {size}') + + # Get maximum size of chunk + max_chunk = int(np.floor(mem_limit / 4.0 / (size))) + if max_chunk==0: max_chunk=1 + + if len(stacking_data)<=max_chunk: + sci_med = combine(stacking_data, weights=weights, scale=scale, + method=stack_method, mem_limit=mem_limit) + else: + nimgs = len(stacking_data) * 1.0 + nchunks = int(np.ceil(nimgs/(1.0*max_chunk))) + + if log: + log.info(f'Splitting stacking into {nchunks} chunks') + else: + print(f'Splitting stacking into {nchunks} chunks') + + inter_med = [] + for i in np.arange(nchunks): + if log: + log.info(f'Stacking chunk {i+1}/{nchunks}') + else: + print(f'Stacking chunk {i+1}/{nchunks}') + start = i*max_chunk + end = (i+1)*max_chunk + if end>len(stacking_data): end=None + + sci_med = combine(stacking_data[start:end], + weights=weights[start:end], scale=scale[start:end], + method=stack_method, mem_limit=mem_limit) + + inter_med.append(sci_med) + + sci_med = combine(inter_med, method=stack_method) + + sci_med = sci_med.to_hdu() + + return(sci_med) + +def add_stack_mask(stack, stacking_data): + + data = stack[0].data + mask = stack[1].data + error = stack[2].data + + # Keep track of original masked values + bp_mask = (mask > 0) | (data==0.0) | np.isnan(data) | np.isnan(mask) |\ + np.isnan(error) | (error==0.0) | np.isinf(data) + + # Reset mask + mask = np.zeros(mask.shape).astype(np.uint8) + + # Add bad pixels back to mask + mask[bp_mask] = 1 + + # Add saturation to mask + sat = np.median([d.header['SATURATE'] for d in stacking_data]) + stack[0].header['SATURATE'] = sat + sat_mask = data >= sat + mask[sat_mask] = 4 + + # Set masked values to 0 + data[mask>0] = 0.0 + error[mask>0] = 0.0 + + # Make sure that nan and inf values are removed from data + data[np.isnan(data)]=0.0 + data[np.isinf(data)]=0.0 + + stack[0].data = data + stack[1].data = mask + stack[2].data = error + + return(stack) + +def mask_satellites(images, filenames, log=None): + + out_data = [] + for i,science_data in enumerate(images): + + if log: log.info(f'Checking for satellite trails in: {filenames[i]}') + + data = np.ascontiguousarray(science_data.data.astype(np.float32)) + + tmphdu = fits.PrimaryHDU() + tmpfile = filenames[i].replace('.fits','.tmp.fits') + + tmphdu.data = data + tmphdu.writeto(tmpfile, overwrite=True) + + tmpshape = data.shape + buf = int(np.round(np.max(tmpshape)/10.)) + + results, errors = acstools.satdet.detsat(tmpfile, + chips=[0], sigma=4, h_thresh=0.1, buf=buf, verbose=False) + + trail_coords = results[(tmpfile, 0)] + + if len(trail_coords)>0: + n_trails = len(trail_coords) + trail_masks = [] + for i,coord in enumerate(trail_coords): + if log: log.info(f'Masking for satellite trail {i+1}/{n_trails}') + try: + mask = acstools.satdet.make_mask(tmpfile, 0, coord, + verbose=False) + except ValueError: + continue + trail_masks.append(mask) + + trail_mask = np.any(trail_masks, axis=0) + + # Set actual pixel values to nan so they don't contribute to image + science_data.data[trail_mask] = np.nan + + out_data.append(science_data) + + os.remove(tmpfile) + +def create_mask(science_data, saturation, rdnoise, sigclip=3.5, + sigfrac=0.2, objlim=4.5, niter=6, outpath='', grow=0, satellites=True, + cosmic_ray=True, log=None): + + t_start = time.time() + + if log: + log.info(f'Running astroscrappy on {science_data}') + else: + print(f'Running astroscrappy on {science_data}') + + hdu = fits.open(science_data) + data = np.ascontiguousarray(hdu[0].data.astype(np.float32)) + + # Astroscrappy requires added sky background, so add this value back + # Set the sky background to some nominal value if it is too low for CR rej + skybkg = hdu[0].header['SKYBKG'] + if log: + log.info(f'Sky background in science frame is {skybkg}') + else: + print(f'Sky background in science frame is {skybkg}') + + if skybkg < 2000.0: + skybkg = 2000.0 + if log: + log.info('Setting sky background to 2000.0') + else: + print('Setting sky background to 2000.0') + + # This needs to be done before data is modified to preserve bad pixels + mask_bp = (data==0.0) | np.isnan(data) + + # Set data background to skybkg + data = data + skybkg + # Also need to adjust the saturation level by SKYBKG for saturated pixels + saturation += skybkg + + if log: log.info('Masking saturated pixels.') + + mask_sat = np.zeros(data.shape).astype(bool) # create empty mask + mask_sat = mask_sat.astype(np.uint8) #set saturated star mask type + mask_sat[data >= saturation] = 4 #set saturated pixel flag + + if log: log.info('Cleaning and masking cosmic rays.') + if log: log.info(f'Using sigclip={sigclip}, sigfrac={sigfrac}, objlim={objlim}') + #clean science image of cosmic rays and create cosmic ray mask + inmask = (mask_sat+mask_bp).astype(bool) + + scidata = CCDData(data, unit=u.electron, mask=inmask, + wcs=WCS(hdu[0].header), meta=hdu[0].header) + + mask_cr = np.zeros(data.shape) + mask_cr = mask_cr.astype(np.uint8) + + if cosmic_ray: + newdata, mask_cr = cosmicray_lacosmic(data, + readnoise=rdnoise, satlevel=saturation, verbose=True, + sigclip=sigclip, sigfrac=sigfrac, objlim=objlim, niter=niter) + + mask_cr = mask_cr.astype(np.uint8) #set cosmic ray mask type + else: + newdata = copy.copy(data) + + mask_cr[mask_cr == 1] = 2 #set cosmic ray flag + + #combine bad pixel, cosmic ray, saturated star and satellite trail masks + mask = mask_bp+mask_sat+mask_cr + + if grow>0: + shape = mask.shape + grow_mask = np.zeros(shape) + shape = mask.shape + mask = data > 0 + xs, ys = np.where(mask.astype(bool)) + # Grow mask by grow factor + g = int(np.ceil((grow-1)/2)) + for p in zip(xs, ys): + grow_mask[np.max([p[0]-g,0]):np.min([p[0]+g,shape[0]-1]), + np.max([p[1]-g,0]):np.min([p[1]+g,shape[1]-1])]=8 + + grow_mask = grow_mask.astype(np.uint8) + + mask = mask_bp+mask_sat+mask_cr+grow_mask + + # Get number of bad, cosmic-ray flagged, and saturated pixels + nbad = np.sum(mask & 1 == 1) + ncr = np.sum(mask & 2 == 2) + nsat = np.sum(mask & 4 == 4) + ngrow = np.sum(mask & 8 == 8) + + mask_hdu = fits.PrimaryHDU(mask) #create mask Primary HDU + mask_hdu.header['VER'] = (__version__, + 'Version of image procedures used.') #name of log file + mask_hdu.header['USE'] = 'Complex mask using additive flags.'#header comment + mask_hdu.header['M-BP'] = (1, 'Value of masked bad pixels.') + mask_hdu.header['M-BPNUM'] = (nbad, 'Number of bad pixels.') + mask_hdu.header['M-CR'] = (2, 'Value of masked cosmic ray pixels.') + mask_hdu.header['M-CRNUM'] = (ncr, 'Number of cosmic ray pixels.') + mask_hdu.header['SATURATE'] = (saturation, 'Level of saturation.') + mask_hdu.header['M-SP'] = (4, 'Value of masked saturated pixels.') + mask_hdu.header['M-SPNUM'] = (nsat, 'Number of saturated pixels.') + mask_hdu.header['M-NE'] = (8, 'Value of masked neighbor pixels.') + mask_hdu.header['M-NENUM'] = (ngrow, 'Number of neighboring masked pixels.') + + if log: + log.info('Mask created.') + log.info(f'{nbad} bad, {ncr} cosmic-ray, and {nsat} saturated pixels') + log.info(f'{ngrow} neighbor masked pixels.') + else: + print('Mask created.') + print(f'{nbad} bad, {ncr} cosmic-ray, and {nsat} saturated pixels') + print(f'{ngrow} neighbor masked pixels.') + + t_end = time.time() + if log: + log.info(f'Mask creation completed in {t_end-t_start} sec') + else: + print(f'Mask creation completed in {t_end-t_start} sec') + + return(newdata, mask_hdu) + + +def create_error(science_data, mask_data, rdnoise): + + hdu = fits.open(science_data) + img_data = hdu[0].data.astype(np.float32) + mask = mask_data.data.astype(bool) + + # Check for issue with all of the file being masked + if np.all(mask): + rms = hdu[0].header['SATURATE'] + else: + rms = 0.5 * ( + np.percentile(img_data[~mask], 84.13) + - np.percentile(img_data[~mask], 15.86) + ) + + poisson = img_data + poisson[poisson<0.]=0. + error = np.sqrt(poisson + rms**2 + rdnoise) + + # Sanitize error array + mask = np.isnan(error) + error[mask] = np.nanmedian(error) + mask = error < 0.0 + error = np.nanmedian(error) + maxval = np.max(img_data) + mask = np.isinf(error) + error[mask] = maxval + + error_hdu = fits.PrimaryHDU(error) #create mask Primary HDU + error_hdu.header['VER'] = (__version__, + 'Version of image procedures used used.') + error_hdu.header['USE'] = 'Error array for Poisson, read, and RMS noise' + error_hdu.header['BUNIT'] = ('ELECTRONS', 'Units of the error array.') + + return(error_hdu) diff --git a/potpyri/primitives/photometry.py b/potpyri/primitives/photometry.py new file mode 100755 index 00000000..23f91bd0 --- /dev/null +++ b/potpyri/primitives/photometry.py @@ -0,0 +1,533 @@ +"Functions for performing aperture and PSF photometry on pipeline images." +"Authors: Kerry Paterson, Charlie Kilpatrick" + +# Initial version tracking on 09/21/2024 +__version__ = "1.0" + +from photutils.aperture import ApertureStats +from photutils.aperture import CircularAperture +from photutils.detection import DAOStarFinder +from photutils.psf import EPSFBuilder +from photutils.psf import extract_stars +from photutils.psf import PSFPhotometry + +from astropy.io import fits +from astropy.io import ascii +from astropy.stats import sigma_clipped_stats +from astropy.stats import SigmaClip +from astropy.nddata import NDData +from astropy.table import Table +from astropy.table import Column +from astropy.table import hstack +from astropy.visualization import simple_norm +from astropy.wcs import WCS +from astropy.modeling import fitting +from astropy.modeling import functional_models + +import matplotlib.pyplot as plt + +from scipy.stats import sigmaclip +import numpy as np +import copy +import os + +import warnings +warnings.filterwarnings('ignore') + + +def create_conv(outfile): + with open(outfile, 'w') as f: + f.write('CONV NORM \n') + f.write('1 2 1 \n') + f.write('2 4 2 \n') + f.write('1 2 1 \n') + +def create_params(outfile): + with open(outfile, 'w') as f: + f.write('NUMBER \n') + f.write('X_IMAGE \n') + f.write('Y_IMAGE \n') + f.write('ALPHA_J2000 \n') + f.write('DELTA_J2000 \n') + f.write('MAG_AUTO \n') + f.write('MAGERR_AUTO \n') + f.write('FLUX_AUTO \n') + f.write('FLUXERR_AUTO \n') + f.write('FWHM_IMAGE \n') + +def run_sextractor(img_file, log=None): + + hdu = fits.open(img_file) + + data = hdu['SCI'].data + + saturate = hdu['SCI'].header['SATURATE'] + + paramfile = img_file.replace('.fits','.param') + convfile = img_file.replace('.fits','.conv') + tmpfile = img_file.replace('.fits','.tmp.fits') + catfile = img_file.replace('.fits','.cat') + + create_params(paramfile) + create_conv(convfile) + + datahdu = fits.PrimaryHDU() + datahdu.data = data + datahdu.header = hdu['SCI'].header + datahdu.writeto(tmpfile, overwrite=True) + + if log: + log.info(f'Running source extractor on {img_file}') + else: + print(f'Running source extractor on {img_file}') + + cmd = f'sex {tmpfile} -CATALOG_NAME {catfile} -CATALOG_TYPE ASCII_HEAD ' + cmd += f'-PARAMETERS_NAME {paramfile} -FILTER_NAME {convfile} ' + cmd += f'-SATUR_LEVEL {saturate} > /dev/null 2> /dev/null' + + os.system(cmd) + + if os.path.exists(catfile): + if log: + log.info(f'Reading {catfile}') + else: + print(f'Reading {catfile}') + table = ascii.read(catfile) + else: + if log: + log.error(f'Reading {catfile}') + else: + print(f'Reading {catfile}') + table = None + + for file in [tmpfile, catfile, paramfile, convfile]: + if os.path.exists(file): + os.remove(file) + + return(table) + +def extract_aperture_stats(img_data, img_mask, img_error, stars, + aperture_radius=10.0, log=None): + + apertable = Table([[0.],[0.],[0.],[0.],[0.],[0.],[0.],[0.],[0.],[0.], + [0.],[0.]], + names=('fwhm','semimajor_sigma','semiminor_sigma', + 'orientation','eccentricity','signal_to_noise', + 'flux_best', 'flux_best_err','Xpos','Ypos', + 'Xpos_err','Ypos_err')).copy()[:0] + + # Estimate a reasonable aperture radius and centroid for sources + fwhms=[] + for i,star in enumerate(stars): + aper = CircularAperture((star['xcentroid'], star['ycentroid']), + aperture_radius) + aperstats = ApertureStats(img_data, aper, mask=img_mask, + error=img_error) + + fwhms.append(aperstats.fwhm.value) + stars[i]['xcentroid']=aperstats.xcentroid + stars[i]['ycentroid']=aperstats.ycentroid + + if aperture_radius<2.5*np.nanmean(fwhms): + aperture_radius=2.5*np.nanmean(fwhms) + + if log: + log.info(f'New aperture radius={aperture_radius}') + else: + print(f'New aperture radius={aperture_radius}') + + for star in stars: + aper = CircularAperture((star['xcentroid'], star['ycentroid']), + aperture_radius) + + aperstats = ApertureStats(img_data, aper, mask=img_mask, + error=img_error) + + apertable.add_row([aperstats.fwhm.value, aperstats.semimajor_sigma.value, + aperstats.semiminor_sigma.value, aperstats.orientation.value, + aperstats.eccentricity, aperstats.sum/aperstats.sum_err, + aperstats.sum, aperstats.sum_err, aperstats.xcentroid, + aperstats.ycentroid, np.sqrt(aperstats.covar_sigx2.value), + np.sqrt(aperstats.covar_sigy2.value)]) + + return(apertable) + + +def generate_epsf(img_file, x, y, size=11, oversampling=2, maxiters=11, + log=None): + # Construct stars table from bright + stars_tbl = Table() + stars_tbl['x'] = x + stars_tbl['y'] = y + + img_hdu = fits.open(img_file) + ndimage = NDData(data=img_hdu['SCI'].data) + + stars = extract_stars(ndimage, stars_tbl, size=size) + + if log: + log.info(f'Extracted {len(stars)} stars. Building EPSF...') + else: + print(f'Extracted {len(stars)} stars. Building EPSF...') + + epsf_builder = EPSFBuilder(oversampling=oversampling, + maxiters=maxiters, progress_bar=True, smoothing_kernel='quadratic', + sigma_clip=SigmaClip(sigma=5, sigma_lower=5, sigma_upper=5, + maxiters=20, cenfunc='median', stdfunc='std', grow=False)) + + epsf, fitted_stars = epsf_builder(stars) + + return(epsf) + +def extract_fwhm_from_epsf(epsf, fwhm_init): + + # Get the raw data for the FWHM and size in x and y + data = epsf.data + x = np.arange(data.shape[0]) + y = np.arange(data.shape[1]) + xx, yy = np.meshgrid(x, y) + + # Fit to Moffat2D model in astropy, initial guess is amplitude, + # centroid in x and y, core width of + # Moffat model and power index scaling of model + p_init = functional_models.Moffat2D(amplitude=0.5, x_0=data.shape[0]/2., + y_0=data.shape[1]/2., gamma=fwhm_init, alpha=1.) + + fit_p = fitting.LevMarLSQFitter() + + # Fit functional model to the data + p = fit_p(p_init, xx, yy, data) + + # Extract and round FWHM + fwhm = float('%.4f'%p.fwhm) + + return(p.fwhm) + +def run_photometry(img_file, epsf, fwhm, threshold, shape, stars): + + img_hdu = fits.open(img_file) + image = img_hdu['SCI'].data + ndimage = NDData(data=img_hdu['SCI'].data) + mask = img_hdu['MASK'].data.astype(bool) + error = img_hdu['ERROR'].data + + psf = copy.copy(epsf) + + # Generate initial guesses for star centroid and flux from aperture table + stars_tbl = Table() + stars_tbl['x_0'] = stars['xcentroid'] + stars_tbl['y_0'] = stars['ycentroid'] + stars_tbl['flux_0'] = stars['flux_best'] + stars_tbl['local_bkg'] = np.array([0.]*len(stars)) + + photometry = PSFPhotometry(psf_model=psf, fit_shape=(shape,shape), + aperture_radius=int(shape*1.5), progress_bar=True) + + result_tab = photometry(image, mask=mask, error=error, + init_params=stars_tbl) + + # Also generate a residual image for quality control + residual_image = photometry.make_residual_image(image, + psf_shape=(shape, shape), include_localbkg=True) + + # Mask results table for sources with bad flux error, fit flux, or centroid + mask = ~np.isnan(result_tab['flux_err']) + result_tab = result_tab[mask] + mask = result_tab['flux_fit'] > 0. + result_tab = result_tab[mask] + mask = ~np.isnan(result_tab['x_err']) + result_tab = result_tab[mask] + mask = ~np.isnan(result_tab['y_err']) + result_tab = result_tab[mask] + + return(result_tab, residual_image) + +# Identifies stars and gets aperture photometry and statistics using +# photutils.aperture.ApertureStats +def get_star_catalog(img_data, img_mask, img_error, fwhm_init=5.0, + threshold=50.0, log=None): + + # Construct the finder with input FWHM and threshold + daofind = DAOStarFinder(fwhm=fwhm_init, threshold=threshold, + exclude_border=True, min_separation=fwhm_init) + + # Get initial set of stars in image with iraffind + if log: + log.info('Finding stars...') + else: + print('Finding stars...') + + # Do the finding... + stars = daofind(img_data, mask=img_mask) + + # Ignore stars whose peak is below the background-subtracted level + mask = stars['peak'] > 0. + stars = stars[mask] + + stars.sort('flux') + + # Extract the aperture stats from each star and append to the output catalog + stats = extract_aperture_stats(img_data, img_mask, img_error, stars, + aperture_radius=2.5*fwhm_init, log=log) + stars = hstack([stars, stats]) + + return(stars) + +def do_phot(img_file, + fwhm_scale_psf=4.5, oversampling=1, + star_param={'snthresh_psf': 20.0, 'fwhm_init': 8.0, 'snthresh_final': 10.0}, + save_psf_img=False, + save_residual_hdu=False, + log=None): + + img_hdu = fits.open(img_file) + + # Get image statistics + data = img_hdu['SCI'].data + mask = img_hdu['MASK'].data.astype(bool) + error = img_hdu['ERROR'].data + + # Get sky statistics + mean, median, std_sky = sigma_clipped_stats(data[~mask], sigma=5.0, + maxiters=21, grow=1) + + # Threshold for constructing star catalog + threshold = std_sky*star_param['snthresh_final']/2.0 + + stars = get_star_catalog(data, mask, error, + fwhm_init=star_param['fwhm_init'], threshold=threshold, log=log) + + metadata={'SKYADU':median, 'SKYSIG': std_sky} + + if log: + log.info(f'Found {len(stars)} stars') + else: + print(f'Found {len(stars)} stars') + + med_sharp = np.median(stars['sharpness']) + med_round = np.median(stars['roundness1']) + std_sharp = np.std(stars['sharpness']) + std_round = np.std(stars['roundness1']) + + mask = ((stars['sharpness'] < med_sharp + std_sharp) &\ + (stars['roundness1'] < med_round + 3*std_round) &\ + (stars['roundness1'] > med_round - 3*std_round)) + + fwhm_stars = stars[mask] + + mask = ~np.isnan(fwhm_stars['fwhm']) + fwhm_stars = fwhm_stars[mask] + + # Clip fwhm_stars by fwhm + fwhm_clipped, _, _ = sigmaclip(fwhm_stars['fwhm']) + fwhm = np.median(fwhm_clipped) + std_fwhm = np.std(fwhm_clipped) + mask = (fwhm_stars['fwhm'] > fwhm-3*std_fwhm) &\ + (fwhm_stars['fwhm'] < fwhm+3*std_fwhm) + fwhm_stars = fwhm_stars[mask] + fwhm = np.median(fwhm_stars['fwhm']) + + fwhm = float('%.4f'%fwhm) + std_fwhm = float('%.4f'%std_fwhm) + + if log: + log.info(f'Masked to {len(fwhm_stars)} stars based on sharpness, roundness, FWHM') + else: + print(f'Masked to {len(fwhm_stars)} stars based on sharpness, roundness, FWHM') + + mask = (fwhm_stars['signal_to_noise'] > star_param['snthresh_psf']) + bright = fwhm_stars[mask] + if len(bright) < 40: + if log: + log.info('Bright stars for PSF are <90, lowering S/N thresh to 5.') + else: + print('Bright stars for PSF are <90, lowering S/N tresh to 5.') + + mask = (fwhm_stars['signal_to_noise'] > 5) + bright = fwhm_stars[mask] + + if log: + log.info(f'Masked to {len(bright)} PSF stars based on flux.') + else: + print(f'Masked to {len(bright)} PSF stars based on flux.') + + metadata['NPSFSTAR']=len(bright) + + # Instantiate EPSF + size=int(fwhm*fwhm_scale_psf) + if size%2==0: size=size+1 + + if log: + log.info(f'EPSF size will be {size} pixels') + else: + print(f'EPSF size will be {size} pixels') + + epsf = generate_epsf(img_file, bright['xcentroid'], bright['ycentroid'], + size=size, oversampling=oversampling, maxiters=11, log=log) + + fwhm = extract_fwhm_from_epsf(epsf, fwhm*oversampling) + # Scale by oversampling + fwhm = fwhm/oversampling + fwhm = float('%.4f'%fwhm) + + if log: + log.info(f'FWHM={fwhm} pixels') + else: + print(f'FWHM={fwhm} pixels') + + metadata['FWHM']=fwhm + + # Also update img_hdu['PRIMARY'] with FWHM + img_hdu['PRIMARY'].header['FWHM']=(fwhm, + 'Full-width at half-maximum [pixels]') + + mask = (stars['signal_to_noise'] > star_param['snthresh_final']) + final_stars = stars[mask] + + photometry, residual_image = run_photometry(img_file, epsf, fwhm, + star_param['snthresh_final'], size, final_stars) + + # Format final stars table and add as APPPHOT to img_hdu + w = WCS(img_hdu['SCI'].header) + coords = w.pixel_to_world(final_stars['Xpos'], final_stars['Ypos']) + final_stars['flux'] = final_stars['flux_best'] + final_stars['flux_err'] = final_stars['flux_best_err'] + final_stars['SN'] = final_stars['flux']/final_stars['flux_best_err'] + final_stars['mag'] = -2.5*np.log10(final_stars['flux']) + final_stars['mag_err'] = 2.5/np.log(10) * 1./final_stars['SN'] + final_stars['RA'] = [c.ra.degree for c in coords] + final_stars['Dec'] = [c.dec.degree for c in coords] + final_stars['sky'] = np.array([0.]*len(final_stars)) + final_stars['FWHM'] = final_stars['fwhm'] + # Sort from brightest to faintest + final_stars.sort('flux', reverse=True) + + # Get final list of column names we want in catalog in order and the number + # of significant figures they should all have + colnames=['Xpos','Ypos','Xpos_err','Ypos_err','mag','mag_err','flux', + 'flux_err','SN','FWHM','sky','RA','Dec'] + sigfig=[4,4,4,4,4,4,4,4,4,4,4,7,7] + + final_stars = final_stars[*colnames] + for col,sig in zip(colnames, sigfig): + final_stars[col] = np.array([float(f'%.{sig}f'%val) + for val in final_stars[col].data]) + + # Create a new HDU for the photometry table + newhdu = fits.BinTableHDU(final_stars) + newhdu.header.update(metadata) + newhdu.name='APPPHOT' + if newhdu.name in [h.name for h in img_hdu]: + img_hdu[newhdu.name] = newhdu + else: + img_hdu.append(newhdu) + + # Record final number of objects to write out + metadata['NOBJECT']=len(photometry) + + if log: + log.info(f'Final catalog is {len(photometry)} stars') + else: + print(f'Final catalog is {len(photometry)} stars') + + # Get RA/Dec from final positions + w = WCS(img_hdu['SCI'].header) + coords = w.pixel_to_world(photometry['x_fit'], photometry['y_fit']) + + # Join the photometry and all star catalogs and rename columns + photometry['SN'] = photometry['flux_fit']/photometry['flux_err'] + photometry['mag'] = -2.5*np.log10(photometry['flux_fit']) + photometry['mag_err'] = 2.5/np.log(10) * 1./photometry['SN'] + photometry['RA'] = [c.ra.degree for c in coords] + photometry['Dec'] = [c.dec.degree for c in coords] + photometry.add_column(Column([fwhm]*len(photometry), name='FWHM')) + + photometry.rename_column('x_fit', 'Xpos') + photometry.rename_column('y_fit', 'Ypos') + photometry.rename_column('x_err', 'Xpos_err') + photometry.rename_column('y_err', 'Ypos_err') + photometry.rename_column('flux_fit','flux') + photometry.rename_column('local_bkg','sky') + # Sort from brightest to faintest + photometry.sort('flux', reverse=True) + + # Get final list of column names we want in catalog in order and the number + # of significant figures they should all have + colnames=['Xpos','Ypos','Xpos_err','Ypos_err','mag','mag_err','flux', + 'flux_err','SN','FWHM','sky','RA','Dec'] + sigfig=[4,4,4,4,4,4,4,4,4,4,4,7,7] + + photometry = photometry[*colnames] + for col,sig in zip(colnames, sigfig): + photometry[col] = np.array([float(f'%.{sig}f'%val) + for val in photometry[col].data]) + + # Update primary header with metadata + img_hdu['PRIMARY'].header.update(metadata) + + # Create a new HDU for the photometry table + newhdu = fits.BinTableHDU(photometry) + newhdu.header.update(metadata) + newhdu.name='PSFPHOT' + if newhdu.name in [h.name for h in img_hdu]: + img_hdu[newhdu.name] = newhdu + else: + img_hdu.append(newhdu) + + # Add PSF stars to img_hdu + bright.sort('flux') + newhdu = fits.BinTableHDU(bright) + newhdu.name='PSFSTARS' + if newhdu.name in [h.name for h in img_hdu]: + img_hdu[newhdu.name] = newhdu + else: + img_hdu.append(newhdu) + + # Write out a EPSF quality image and add raw data to img_hdu + # Useful for validating the photometry methods + if save_psf_img: + norm = simple_norm(epsf.data, 'log', percent=99.) + plt.imshow(epsf.data, norm=norm, origin='lower', cmap='viridis') + plt.colorbar() + outname = img_file.replace('.fits','.epsf.png') + plt.savefig(outname) + plt.clf() + + # Add the residual image to img_hdu + # Can be used to validate the quality of PSF fitting to point sources + if save_residual_hdu: + newhdu = fits.ImageHDU(residual_image) + newhdu.name = 'RESIDUAL' + if newhdu.name in [h.name for h in img_hdu]: + img_hdu[newhdu.name] = newhdu + else: + img_hdu.append(newhdu) + + # Always add the PSF to the image as an extension + newhdu = fits.ImageHDU(epsf.data) + newhdu.name='PSF' + if newhdu.name in [h.name for h in img_hdu]: + img_hdu[newhdu.name] = newhdu + else: + img_hdu.append(newhdu) + + # Finally, write out img_hdu to save all data + img_hdu.writeto(img_file, overwrite=True) + +def photloop(stack, phot_sn_min=3.0, phot_sn_max=40.0, fwhm_init=5.0, log=None): + signal_to_noise = phot_sn_max + + epsf = None ; fwhm = None + while signal_to_noise > phot_sn_min: + + if log: log.info(f'Trying photometry with final S/N={signal_to_noise}') + star_param = {'snthresh_psf': signal_to_noise*2.0, + 'fwhm_init': fwhm_init, + 'snthresh_final': signal_to_noise} + try: + do_phot(stack, star_param=star_param) + except Exception as e: + log.error(e) + signal_to_noise = signal_to_noise / 2.0 + continue + break diff --git a/potpyri/primitives/solve_wcs.py b/potpyri/primitives/solve_wcs.py new file mode 100755 index 00000000..8a30eb7d --- /dev/null +++ b/potpyri/primitives/solve_wcs.py @@ -0,0 +1,555 @@ +"Python script for WCS solution." +"Authors: Kerry Paterson, Charlie Kilpatrick" + +# Last updated 10/24/2024 +__version__ = "2.1" + +import numpy as np +import subprocess +import os +import progressbar +import requests + +import matplotlib.pyplot as plt + +from photutils.aperture import ApertureStats +from photutils.aperture import CircularAperture + +from astroquery.vizier import Vizier + +import astropy.units as u +from astropy.stats import sigma_clipped_stats +from astropy.io import fits +from astropy.coordinates import SkyCoord +from astropy.coordinates import match_coordinates_sky +from astropy.table import Column +from astropy.table import Table +from astropy.utils.exceptions import AstropyWarning +from astropy.wcs import WCS +from astropy.wcs.utils import fit_wcs_from_points + +# Internal dependency +from potpyri.utils import utilities +from potpyri.primitives import photometry + +#turn Astropy warnings off +import warnings +warnings.simplefilter('ignore', category=AstropyWarning) + +def get_gaia_catalog(input_file, log=None): + + hdu = fits.open(input_file) + data = hdu[0].data + header = hdu[0].header + hkeys = list(header.keys()) + + check_pairs = [('RA','DEC'),('CRVAL1','CRVAL2'),('OBJCTRA','OBJCTDEC')] + coord = None + + for pair in check_pairs: + if pair[0] in header.keys() and pair[1] in header.keys(): + ra = header[pair[0]] + dec = header[pair[1]] + coord = utilities.parse_coord(ra, dec) + if coord: + break + + if not coord: + if log: log.error(f'Could not parse RA/DEC from header of {file}') + return(False) + + vizier = Vizier(columns=['RA_ICRS', 'DE_ICRS', 'Plx', 'PSS','PM']) + vizier.ROW_LIMIT = -1 + + tries = 0 + cat = None + while tries<4: + try: + cat = vizier.query_region(coord, width=20 * u.arcmin, + catalog='I/355/gaiadr3') + if cat is None: + if log: log.error(f'Gaia did not return catalog. Try #{tries+1}') + else: + break + except requests.exceptions.ReadTimeout: + if log: log.error(f'Gaia catalog timeout. Try #{tries+1}') + tries += 1 + + if cat is None: + raise Exception('ERROR: could not get Gaia catalog') + + if len(cat)>0: + cat = cat[0] + else: + return(None) + + mask = (cat['PSS'] > 0.99) & (cat['Plx']<20) & (cat['PM']<10) + cat = cat[mask] + + return(cat) + +def clean_up_astrometry(directory, file, exten): + filelist = [file.replace(exten,'.axy'), + file.replace(exten,'.corr'), + file.replace(exten,'-indx.xyls'), + file.replace(exten,'.match'), + file.replace(exten,'.rdls'), + file.replace(exten,'.solved'), + file.replace(exten,'.wcs')] + + filelist = [os.path.join(directory, f) for f in filelist] + + for f in filelist: + if os.path.exists(f): + os.remove(f) + +def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, + shift_only=False, index=None, log=None): + + # Starting solve, print file and directory for reference + fullfile = os.path.abspath(file) + directory = os.path.dirname(file) + + if log: + log.info(f'Trying to solve file: {file}') + else: + print(f'Trying to solve file: {file}') + + if not os.path.exists(fullfile): + return(False) + + hdu = fits.open(fullfile) + data = hdu[0].data + header = hdu[0].header + hkeys = list(header.keys()) + + exten = '.'+file.split('.')[-1] + if not replace: + if os.path.exists(fullfile.replace(exten,'.solved.fits')): + if log: + log.info(f'SUCCESS: solved {fullfile}') + else: + print(f'SUCCESS: solved {fullfile}') + return(True) + + exten = '.'+file.split('.')[-1] + + check_pairs = [('RA','DEC'),('CRVAL1','CRVAL2'),('OBJCTRA','OBJCTDEC')] + coord = None + + for pair in check_pairs: + if pair[0] in header.keys() and pair[1] in header.keys(): + ra = header[pair[0]] + dec = header[pair[1]] + coord = utilities.parse_coord(ra, dec) + if log: log.info(f'Got coord={coord} for RA key {pair[0]}, DEC key {pair[1]}') + if log: log.info(f'RA value is {ra}, DEC value is {dec}') + if coord: + break + + if not coord: + if log: log.error(f'Could not parse RA/DEC from header of {file}') + return(False) + + if 'solved.fits' in fullfile: + newfile = 'tmp.fits' + else: + newfile = fullfile.replace(exten,'.solved.fits') + + # Handle pixel scale guess + scale = tel.get_pixscale() * int(binn[0]) + if scale is not None: + scale = float(scale) + scale_high = float('%.4f'%(scale * 1.2)) + scale_low = float('%.4f'%(scale * 0.8)) + else: + scale_high = 5.0 + scale_low = 0.05 + + # Get RA and Dec + ra = float('%.6f'%coord.ra.degree) + dec = float('%.6f'%coord.dec.degree) + + cmd = 'solve-field' + args = '--scale-units arcsecperpix ' + args += f'--scale-low {scale_low} --scale-high {scale_high} ' + args += f'--ra {ra} --dec {dec} ' + args += f' --radius {radius} --no-plots -T ' + args += f'--overwrite -N {newfile} --dir {directory} ' + + if index and os.path.exists(index): + if os.path.isfile(index): + args += f'--index-file {index} ' + elif os.path.isdir(index): + args += f'--index-dir {index} ' + + # Test for --use-source-extractor flag + p = subprocess.run(['solve-field','-h'],capture_output=True) + data = p.stdout.decode().lower() + + if '--use-source-extractor' in data: + source_extractor_path = paths['source_extractor'] + args += '--use-source-extractor ' + args += f'--source-extractor-path {source_extractor_path} ' + elif '--use-sextractor' in data: + args += '--use-sextractor ' + + extra_opts = '--downsample 2 --no-verify --odds-to-tune-up 1e4 --objs 15' + + tries = 1 + good = False + while tries < 5 and not good: + input_args = args + extra_opts + + if log: + log.info(f'Try #{tries} with astrometry.net...') + else: + print(f'Try #{tries} with astrometry.net...') + + process = [cmd,fullfile]+input_args.split() + + if log: + log.info(' '.join(process)) + else: + print(' '.join(process)) + + FNULL = open(os.devnull, 'w') + + p = subprocess.Popen(process, stdout=FNULL, stderr=subprocess.STDOUT) + try: + p.wait(90) + except subprocess.TimeoutExpired: + p.kill() + + if os.path.exists(newfile): + good = True + else: + tries += 1 + if tries==2: + extra_opts='--objs 15' + elif tries==3: + extra_opts='' + elif tries==4: + # Try with no constraint on RA/Dec + args = '--scale-units arcsecperpix ' + args += f'--scale-low {scale_low} --scale-high {scale_high} ' + args += f'--no-plots -T ' + args += f'--overwrite -N {newfile} --dir {directory} ' + extra_opts='' + + + file_exists=os.path.exists(newfile) + + if log: + log.info(f'{newfile} exists: {file_exists}') + else: + print(f'{newfile} exists: {file_exists}') + + if os.path.exists(newfile): + + clean_up_astrometry(directory, file, exten) + if log: + log.info(f'SUCCESS: solved {fullfile}') + else: + print(f'SUCCESS: solved {fullfile}') + + if replace or newfile=='tmp.fits': + output_file = fullfile + + # astrometry.net replaces extra extensions, so instead of renaming + # copy the new header into the old file + newhdu = fits.open(newfile) + hdu = fits.open(output_file) + + if shift_only: + hdu[0].header['CRPIX1'] = newhdu[0].header['CRPIX1'] + hdu[0].header['CRPIX2'] = newhdu[0].header['CRPIX2'] + hdu[0].header['CRVAL1'] = newhdu[0].header['CRVAL1'] + hdu[0].header['CRVAL2'] = newhdu[0].header['CRVAL2'] + else: + hdu[0].header = newhdu[0].header + + hdu.writeto(output_file, overwrite=True, output_verify='silentfix') + os.remove(newfile) + else: + output_file = fullfile.replace(exten,'.solved.fits') + + hdu = fits.open(output_file) + for i,h in enumerate(hdu): + + if 'COMMENT' in hdu[i].header.keys(): + del hdu[i].header['COMMENT'] + if 'HISTORY' in hdu[i].header.keys(): + del hdu[i].header['HISTORY'] + + # Delete other WCS header keys + wcs_key = ['CSYER1','CSYER2','CRDER1','CRDER2','CD1_1','CD1_2', + 'CD2_1','CD2_2','CRPIX1','CRPIX2','CUNIT1','CUNIT2','EQUINOX', + 'RADESYS','CNAME1','CNAME2','CTYPE1','CTYPE2','WCSNAME', + 'CRVAL1','CRVAL2'] + + for key in [w + 'C' for w in wcs_key]: + if key in list(hdu[i].header.keys()): + del hdu[i].header[key] + + for key in [w + 'S' for w in wcs_key]: + if key in list(hdu[i].header.keys()): + del hdu[i].header[key] + + # Delete old WCS keywords starting with '_' + for key in list(hdu[i].header.keys()): + if key.startswith('_'): + del hdu[i].header[key] + + try: + hdu.writeto(output_file, overwrite=True, output_verify='silentfix') + except TypeError: + if log: + log.error(f'FAILURE: could not save file {fullfile}') + else: + print(f'FAILURE: could not save file {fullfile}') + return(False) + + return(True) + + else: + if log: + log.error(f'FAILURE: did not solve {fullfile}') + else: + print(f'FAILURE: did not solve {fullfile}') + clean_up_astrometry(directory, file, exten) + return(False) + +def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, + save_centroids=False, log=None): + + cat = get_gaia_catalog(file, log=log) + + if cat is None or len(cat)==0: + if log: + log.error(f'Could not get Gaia catalog or no stars for {file}') + else: + print(f'Could not get Gaia catalog or no stars for {file}') + return(False) + + if log: + log.info(f'Got {len(cat)} Gaia DR3 alignment stars') + else: + print(f'Got {len(cat)} Gaia DR3 alignment stars') + + # Estimate sources that land within the image using WCS from header + hdu = fits.open(file) + w = WCS(hdu[0].header) + naxis1 = hdu[0].header['NAXIS1'] + naxis2 = hdu[0].header['NAXIS2'] + + # Get pixel coordinates of all stars in image + coords = SkyCoord(cat['RA_ICRS'], cat['DE_ICRS'], unit=(u.deg, u.deg)) + x_pix, y_pix = w.world_to_pixel(coords) + + # Mask to stars that are nominally in image + mask = (x_pix > 0) & (x_pix < naxis1) & (y_pix > 0) & (y_pix < naxis2) + x_pix = x_pix[mask] ; y_pix = y_pix[mask] + # Also mask catalog + cat = cat[mask] + + if cat is None or len(cat)==0: + if log: + log.error(f'No stars found in {file}') + else: + print(f'No stars found in {file}') + return(False) + + if log: + log.info(f'Found {len(cat)} stars in the image') + else: + print(f'Found {len(cat)} stars in the image') + + if len(cat)<7: + if log: + log.info(f'Too few stars in {file}. Skipping Gaia alignment...') + else: + print(f'Too few stars in {file}. Skipping Gaia alignment...') + + # Set these values to some default so pipeline won't break + hdu[0].header['RADISP']=(1.0, 'Dispersion in R.A. of WCS [Arcsec]') + hdu[0].header['DEDISP']=(1.0, 'Dispersion in Decl. of WCS [Arcsec]') + + hdu.writeto(file, overwrite=True, output_verify='silentfix') + + return(True) + + + sky_cat = photometry.run_sextractor(file, log=log) + + # Get central coordinate of image based on centroiding + central_pix = (float(naxis1)/2., float(naxis2)/2.) + central_coo = w.pixel_to_world(*central_pix) + + if log: + log.info(f'Converging on fine WCS solution') + else: + print(f'Converging on fine WCS solution') + + bar = progressbar.ProgressBar(maxval=10) + bar.start() + succeeded = False + for i in np.arange(10): + bar.update(i+1) + + cat_coords = w.pixel_to_world(sky_cat['X_IMAGE'], sky_cat['Y_IMAGE']) + + idx, d2d, d3d = match_coordinates_sky(coords, cat_coords) + + sep_mask = d2d < max_search_radius + sky_coords_match = coords[sep_mask] + cat_coords_match = sky_cat[idx[sep_mask]] + + sip_degree = 0 + if len(cat_coords_match)>100: + sip_degree = 2 + if len(cat_coords_match)>500: + sip_degree = 4 + if len(cat_coords_match)>2000: + sip_degree = 6 + + cat_coords_match.add_column(Column(sky_coords_match.ra.degree, + name='RA_ICRS')) + cat_coords_match.add_column(Column(sky_coords_match.dec.degree, + name='DE_ICRS')) + + xy = (cat_coords_match['X_IMAGE'], cat_coords_match['Y_IMAGE']) + coords = SkyCoord(cat_coords_match['RA_ICRS'], + cat_coords_match['DE_ICRS'], unit=(u.deg, u.deg)) + + central_coo = w.pixel_to_world(*central_pix) + try: + w = fit_wcs_from_points(xy, coords, proj_point=central_coo, + sip_degree=sip_degree) + succeeded = True + except ValueError: + # Try with next iteration + pass + + if not succeeded: + if log: + log.error(f'Could not converge on fine WCS solution for: {file}') + else: + print(f'Could not converge on fine WCS solution for: {file}') + return(False) + + + bar.finish() + + if log: + log.info(f'Solved with SIP degree = {sip_degree}') + else: + print(f'Solved with SIP degree = {sip_degree}') + + if cat_coords_match is None or len(cat_coords_match)==0: + if log: + log.error(f'Could not centroid on any stars in {file}') + else: + print(f'Could not centroid on any stars in {file}') + return(False) + else: + if log: + log.info(f'Matched to {len(cat_coords_match)} coordinates') + else: + print(f'Matched to {len(cat_coords_match)} coordinates') + + # Bootstrap WCS solution and get center pixel + ra_cent = [] ; de_cent = [] + coords = SkyCoord(cat_coords_match['RA_ICRS'], cat_coords_match['DE_ICRS'], + unit=(u.deg, u.deg)) + + bar = progressbar.ProgressBar(maxval=1000) + bar.start() + + idx = np.arange(len(cat_coords_match)) + for i in np.arange(1000): + bar.update(i+1) + + if len(idx)>200: + size = 100 + else: + size = int(len(idx)/2) + + idxs = np.random.choice(idx, size=size, replace=False) + + xy = (cat_coords_match['X_IMAGE'][idxs], + cat_coords_match['Y_IMAGE'][idxs]) + c = coords[idxs] + + central_coo = w.pixel_to_world(*central_pix) + new_wcs = fit_wcs_from_points(xy, c, projection=w) + + cent_coord = new_wcs.pixel_to_world(*central_pix) + ra_cent.append(cent_coord.ra.degree) + de_cent.append(cent_coord.dec.degree) + + bar.finish() + + ra_cent = np.array(ra_cent) + de_cent = np.array(de_cent) + + # Estimate systematic precision of new WCS + mean_ra, med_ra, std_ra = sigma_clipped_stats(ra_cent, maxiters=11, + sigma=3) + mean_de, med_de, std_de = sigma_clipped_stats(de_cent, maxiters=11, + sigma=3) + + mask = (np.abs(ra_cent-med_ra)<3*std_ra) & (np.abs(de_cent-med_de)<3*std_de) + + # Create a scatter plot of the centroid values to validate the astrometry + if save_centroids: + fig, ax = plt.subplots() + ax.scatter(ra_cent[mask], de_cent[mask]) + plt.savefig(file.replace('.fits','_centroids.png')) + + header = w.to_header() + header['CRPIX1']=central_pix[0] + header['CRPIX2']=central_pix[1] + header['CRVAL1']=med_ra + header['CRVAL2']=med_de + header['CUNIT1']='deg' + header['CUNIT2']='deg' + if sip_degree>0: + header['CTYPE1']='RA---TAN-SIP' + header['CTYPE2']='DEC--TAN-SIP' + for kw, val in w._write_sip_kw().items(): + header[kw] = val + + # Delete all old WCS keys + delkeys = ['WCSNAME','CUNIT1','CUNIT2','CTYPE1','CTYPE2','CRPIX1','CRPIX2', + 'CRVAL1','CRVAL2','CD1_1','CD1_2','CD2_1','CD2_2','RADECSYS', + 'PC1_1','PC1_2','PC2_1','PC2_2','LONPOLE','LATPOLE','CDELT1','CDELT2'] + while True: + found_key = False + for key in hdu[0].header.keys(): + if any([k in key for k in delkeys]): + found_key=True + del hdu[0].header[key] + if not found_key: + break + + hdu[0].header.update(header) + + ra_disp = std_ra*3600.0*np.cos(np.pi/180.0 * mean_de) + de_disp = std_de*3600.0 + + ra_disp = float('%.6f'%ra_disp) + de_disp = float('%.6f'%de_disp) + + if log: + log.info(f'R.A. dispersion ={ra_disp}", Decl. dispersion={de_disp}"') + else: + print(f'R.A. dispersion ={ra_disp}", Decl. dispersion={de_disp}"') + + # Add header variables for dispersion in WCS solution + hdu[0].header['RADISP']=(ra_disp, 'Dispersion in R.A. of WCS [Arcsec]') + hdu[0].header['DEDISP']=(de_disp, 'Dispersion in Decl. of WCS [Arcsec]') + + hdu.writeto(file, overwrite=True, output_verify='silentfix') + + return(True) diff --git a/potpyri/primitives/sort_files.py b/potpyri/primitives/sort_files.py new file mode 100755 index 00000000..a7aa4603 --- /dev/null +++ b/potpyri/primitives/sort_files.py @@ -0,0 +1,371 @@ +"Function to sort files for main_pipeline." +"Authors: Owen Eskandari, Kerry Paterson, Charlie Kilpatrick" + +# Last updated 04/01/2025 +__version__ = "3.1" + +from astropy.io import fits +from astropy.io import ascii +from astropy.table import Table +import os +import time +import shutil +import glob +import numpy as np +import gzip +import zlib +import logging +import sys +import re + +def is_bad(hdr, tel): + keywords = tel.bad_keywords + values = tel.bad_values + + assert len(keywords)==len(values) + if len(keywords)==0: return(False) + + bad = np.any([bool(re.search(v, str(hdr[k]).lower())) + for k,v in zip(keywords,values)]) + + binn = str(tel.get_binning(hdr)) + if len(binn)>1: + # Check if telescope is binned the same in all directions, we do not + # want to reduce images with variable binning in different directions + bad = not binn == len(binn) * binn[0] + + return(bad) + +def is_spec(hdr, tel): + keywords = tel.spec_keywords + values = tel.spec_values + + assert len(keywords)==len(values) + if len(keywords)==0: return(False) + + spec = np.all([bool(re.search(v, str(hdr[k]).lower())) + for k,v in zip(keywords,values)]) + + return(spec) + +def is_flat(hdr, tel): + keywords = tel.flat_keywords + values = tel.flat_values + + assert len(keywords)==len(values) + if len(keywords)==0: return(False) + + flat = np.all([bool(re.search(v, str(hdr[k]).lower())) + for k,v in zip(keywords,values)]) + + return(flat) + +def is_dark(hdr, tel): + keywords = tel.dark_keywords + values = tel.dark_values + + assert len(keywords)==len(values) + if len(keywords)==0: return(False) + + dark = np.all([bool(re.search(v, str(hdr[k]).lower())) + for k,v in zip(keywords,values)]) + + # Similar to bad, require that dark have equivalent binning in both dirs + if dark: + binn = str(tel.get_binning(hdr)) + if len(binn)>1: + # Check if telescope is binned the same in all directions, we do not + # want to reduce images with variable binning in different directions + dark = binn == len(binn) * binn[0] + + return(dark) + +def is_bias(hdr, tel): + keywords = tel.bias_keywords + values = tel.bias_values + + assert len(keywords)==len(values) + if len(keywords)==0: return(False) + + bias = np.all([bool(re.search(v, str(hdr[k]).lower())) + for k,v in zip(keywords,values)]) + + # Similar to bad, require that bias have equivalent binning in both dirs + if bias: + binn = str(tel.get_binning(hdr)) + if len(binn)>1: + # Check if telescope is binned the same in all directions, we do not + # want to reduce images with variable binning in different directions + bias = binn == len(binn) * binn[0] + + return(bias) + +def is_science(hdr, tel): + keywords = tel.science_keywords + values = tel.science_values + + assert len(keywords)==len(values) + if len(keywords)==0: return(False) + + science = np.all([bool(re.search(v, str(hdr[k]).lower())) + for k,v in zip(keywords,values)]) + + # Check minimum exposure time + if tel.min_exptime: + exptime = tel.get_exptime(hdr) + if exptime < tel.min_exptime: + return(False) + + return(science) + +# Overall method to handle files: +def handle_files(file_list, tel, paths, incl_bad=False, proc=None, + no_redo=False, log=None): + + file_table = None + + # Always regenerate file list from existing data in data, raw, and bad + if os.path.exists(file_list): + if no_redo: + file_table = ascii.read(file_list, format='fixed_width') + + # Explicitly set column data types + file_table['Target'] = file_table['Target'].astype(str) + file_table['TargType'] = file_table['TargType'].astype(str) + file_table['Filter'] = file_table['Filter'].astype(str) + file_table['Amp'] = file_table['Amp'].astype(str) + file_table['Binning'] = file_table['Binning'].astype(str) + file_table['Exp'] = file_table['Exp'].astype(str) + file_table['Type'] = file_table['Type'].astype(str) + file_table['CalType'] = file_table['CalType'].astype(str) + file_table['Time'] = file_table['Time'].astype(np.float64) + + return(file_table) + else: + os.remove(file_list) + + files = glob.glob(os.path.join(paths['raw'], tel.raw_format(proc)))+\ + glob.glob(os.path.join(paths['data'], tel.raw_format(proc)))+\ + glob.glob(os.path.join(paths['bad'], tel.raw_format(proc))) + + + if log: log.info('Sorting files and creating file lists.') + if len(files)!=0: + if log: log.info(f'{len(files)} files found.') + file_table = sort_files(files, file_list, tel, paths, incl_bad=incl_bad, + log=log) + else: + if log: log.critical('No files found, please check data path and rerun.') + logging.shutdown() + sys.exit(-1) + + return(file_table) + +# Sort the calibration files: +def sort_files(files, file_list, tel, paths, incl_bad=False, log=None): + + ''' + + Function used to sort a list of files into a dictionary of files sorted by filter. + + Parameters + ---------- + + :param files: list (string) + List of strings of files (path should be included). + + :param tel: Telescope + Telescope with parameters and methods to sort data. + + :param incl_bad: bool, optional + + :param log: log, optional + Overview log used to write the object and date observed (if ``date`` parameter is not ``None``). + If no log is inputted, information is printed out instead of being written to ``log2``. + Default is ``None``. + + + Returns + ------- + + :return: python dictionary + Dictionary of files. Key is the filter of the file, values are the file names themselves. + + ''' + + t_start = time.time() + + if log: + log.info(f'Running sort_files version: {__version__}') + else: + print(f'Running sort_files version: {__version__}') + + bad_num = 0 + spec_num = 0 + sci_num = 0 + bias_num = 0 + dark_num = 0 + flat_num = 0 + + target = "" + fil = "" + amp = "" + binn = "" + exp = "" + file_time = 0.0 + + params = ('File','Target','TargType','Filter','Amp','Binning','Exp','Type', + 'CalType','Time') + dtypes = ('S','S','S','S','S','S','S','S','S','float64') + file_table = Table(names=params, dtype=dtypes) + + for i, f in enumerate(sorted(files)): + try: + file_open = fits.open(f, mode='readonly') + ext = tel.raw_header_ext + hdr = file_open[ext].header + + # Extend header to first extension? + if tel.extend_header: + if len(file_open)>ext+1: + extra_hdr = file_open[ext+1].header + for key in extra_hdr.keys(): + if key not in hdr.keys(): + hdr[key] = extra_hdr[key] + + check_data = file_open[ext].data + file_open._verify() + except IndexError: + if log: + log.error(f'Moving file {f} to bad due to error opening file.') + else: + print(f'Moving file {f} to bad due to error opening file.') + moved_path = paths['bad'] + if os.path.dirname(f)!=moved_path: shutil.move(f, paths['bad']) + continue + except (TypeError, gzip.BadGzipFile, zlib.error): + if log: + log.error(f'Moving file {f} to bad due to corrupted data.') + else: + print(f'Moving file {f} to bad due to corrupted data.') + moved_path = paths['bad'] + if os.path.dirname(f)!=moved_path: shutil.move(f, paths['bad']) + continue + + try: + target = tel.get_target(hdr) + fil = tel.get_filter(hdr) + amp = tel.get_ampl(hdr) + binn = tel.get_binning(hdr) + exp = str(tel.get_exptime(hdr)) + file_time = tel.get_time(hdr) + + if (is_bad(hdr, tel) and not is_bias(hdr, tel) and + not is_dark(hdr, tel) and not is_flat(hdr, tel)): + file_type = 'BAD' + moved_path = paths['bad'] + bad_num += 1 + elif (is_spec(hdr, tel) and not is_bias(hdr, tel)): + file_type = 'SPEC' + moved_path = paths['bad'] + spec_num += 1 + elif is_flat(hdr, tel): + file_type = 'FLAT' + moved_path = paths['raw'] + flat_num += 1 + elif is_bias(hdr, tel): + file_type = 'BIAS' + moved_path = paths['raw'] + bias_num += 1 + elif is_science(hdr, tel): + file_type = 'SCIENCE' + moved_path = paths['raw'] + sci_num += 1 + elif is_dark(hdr, tel): + file_type = 'DARK' + moved_path = paths['raw'] + dark_num += 1 + else: + file_type = 'BAD' + moved_path = paths['bad'] + bad_num += 1 + except Exception as e: + if log: + log.error(f'Moving file {f} to bad due to error: {e}') + else: + print(f'Moving file {f} to bad due to error: {e}') + file_type = 'BAD' + moved_path = paths['bad'] + bad_num += 1 + + if os.path.dirname(f)!=moved_path: + newfile = os.path.join(moved_path, os.path.basename(f)) + if not os.path.exists(newfile): + shutil.move(f, moved_path) + else: + if log: + log.info(f'Removing existing file: {f}') + else: + print(f'Removing existing file: {f}') + os.remove(f) + + if file_type=='BIAS': + # Bias only depends on amplifier and bin mode + cal_type = f'{amp}_{binn}' + target = 'BIAS' + targ_type = cal_type + elif file_type=='DARK': + # Dark depends on exposure, amplifier, and bin + cal_type = f'{exp}_{amp}_{binn}' + target = 'DARK' + targ_type = cal_type + elif file_type=='FLAT': + # Flat depends on filter, amplifier, and bin + cal_type = f'{fil}_{amp}_{binn}' + target = 'FLAT' + targ_type = cal_type + elif file_type=='SCIENCE': + # Science is grouped by target, filter, amplifier, bin + cal_type = f'{fil}_{amp}_{binn}' + targ_type = f'{target}_{fil}_{amp}_{binn}' + else: + cal_type = '' + targ_type = '' + + currfile = os.path.join(moved_path, os.path.basename(f)) + if not os.path.exists(currfile): + if log: + log.critical(f'Lost track of file {f}->{currfile}') + else: + print(f'Lost track of file {f}->{currfile}') + logging.shutdown() + sys.exit(-1) + + if log: + log.info(f'File {i+1}/{len(files)}: {currfile} is {file_type},{target},{fil}') + else: + print(f'File {i+1}/{len(files)}: {currfile} is {file_type},{target},{fil}') + + if (file_type!='BAD' and file_type!='SPEC') or incl_bad: + file_table.add_row((currfile,target,targ_type,fil,amp,binn,exp, + file_type,cal_type,file_time)) + + file_table.sort(['Type','Target','CalType','File']) + + if len(file_table)>0: + ascii.write(file_table, file_list, format='fixed_width', + formats={'Time':'%5.6f'}, overwrite=True) + else: + if log: log.critical('No good files were ingested') + + if sci_num>0 and log: log.info(f'{sci_num} imaging science files found.') + if bias_num>0 and log: log.info(f'{bias_num} bias files found.') + if flat_num>0 and log: log.info(f'{flat_num} flat files found.') + if dark_num>0 and log: log.info(f'{dark_num} dark files found.') + if bad_num>0 and log: log.info(f'{bad_num} bad files found and removed from reduction.') + if spec_num>0 and log: log.info(f'{spec_num} spectroscopy files found and removed from reduction.') + + t_end = time.time() + if log: log.info(f'sort_files ran in {t_end-t_start} sec') + + return(file_table) From 4433084d63902867f80a5f4a2f14620a4ada398b Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 6 Oct 2025 13:40:53 -0500 Subject: [PATCH 12/72] Fixing absphot test --- tests/test_absphot.py | 3 +-- tests/test_wcs.py | 3 --- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/tests/test_absphot.py b/tests/test_absphot.py index a19f5fa0..b9556873 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -34,8 +34,7 @@ def test_absphot(tmp_path): cat = tel.get_catalog(hdu['SCI'].header) filt = hdu['SCI'].header['FILTER'] - zpt, zpterr = cal.find_zeropoint(file_path, hdu['SCI'].header['FILTER'], - cat, input_catalog=input_catalog, log=log) + zpt, zpterr = cal.find_zeropoint(file_path, tel, input_catalog=input_catalog, log=log) assert cat=='PS1' assert filt=='R' diff --git a/tests/test_wcs.py b/tests/test_wcs.py index e8264bfa..4a7dc213 100644 --- a/tests/test_wcs.py +++ b/tests/test_wcs.py @@ -45,6 +45,3 @@ def test_wcs(tmp_path): assert ra_disp/tel.pixscale<1 assert dec_disp/tel.pixscale<1 - -if __name__=="__main__": - test_wcs('.') From 2f37bb8211ced87420acf1f914c338807b947fa3 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 6 Oct 2025 13:41:17 -0500 Subject: [PATCH 13/72] Removing unnecessary code from absphot --- tests/test_absphot.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/tests/test_absphot.py b/tests/test_absphot.py index b9556873..11538919 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -31,9 +31,6 @@ def test_absphot(tmp_path): hdu = fits.open(file_path) cal = absphot.absphot() - cat = tel.get_catalog(hdu['SCI'].header) - filt = hdu['SCI'].header['FILTER'] - zpt, zpterr = cal.find_zeropoint(file_path, tel, input_catalog=input_catalog, log=log) assert cat=='PS1' From 6068c25663377b9db21a1f6c1353a42494630955 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 6 Oct 2025 13:52:18 -0500 Subject: [PATCH 14/72] Fixing header error in absphot --- potpyri/primitives/absphot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/primitives/absphot.py b/potpyri/primitives/absphot.py index e7318ad6..a0cffbee 100755 --- a/potpyri/primitives/absphot.py +++ b/potpyri/primitives/absphot.py @@ -158,7 +158,7 @@ def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, print(f'Importing catalog from file: {cmpfile}') hdu = fits.open(cmpfile) - header = hdu['PRIMARY'].header + header = hdu['SCI'].header filt = header['FILTER'] catalog = tel.get_catalog(header) From 3bc7b5557a03a9cf07b130d6c48d4ecbe07cd6ac Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 6 Oct 2025 14:02:53 -0500 Subject: [PATCH 15/72] Fixing header error in absphot --- potpyri/primitives/absphot.py | 7 ++----- tests/test_absphot.py | 13 ++++++++----- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/potpyri/primitives/absphot.py b/potpyri/primitives/absphot.py index a0cffbee..72852657 100755 --- a/potpyri/primitives/absphot.py +++ b/potpyri/primitives/absphot.py @@ -261,11 +261,8 @@ def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, hdu.writeto(cmpfile, overwrite=True) - return(zpt, zpterr) - else: - if log: - log.info('No zeropoint calculated.') - return(None, None) + elif log: + log.info('No zeropoint calculated.') def Y_band(self, J, J_err, K, K_err): Y = J+0.46*(J-K) diff --git a/tests/test_absphot.py b/tests/test_absphot.py index 11538919..e7cb63ca 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -31,9 +31,12 @@ def test_absphot(tmp_path): hdu = fits.open(file_path) cal = absphot.absphot() - zpt, zpterr = cal.find_zeropoint(file_path, tel, input_catalog=input_catalog, log=log) + cal.find_zeropoint(file_path, tel, input_catalog=input_catalog, log=log) - assert cat=='PS1' - assert filt=='R' - assert np.abs(zpt-27.576871)<0.01 - assert zpterr<0.01 + hdu = fits.open(file_path) + header = hdu['SCI'].header + + assert header['ZPTCAT']=='PS1' + assert header['FILTER']=='R' + assert np.abs(zpt-header['ZPTMAG'])<0.01 + assert header['ZPTMUCER']<0.01 From d280b5be9f2af051f4adf0b8e67d00482c55a3a7 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 6 Oct 2025 14:16:26 -0500 Subject: [PATCH 16/72] Fixing header error in absphot --- tests/test_absphot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_absphot.py b/tests/test_absphot.py index e7cb63ca..52f9b55a 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -34,7 +34,7 @@ def test_absphot(tmp_path): cal.find_zeropoint(file_path, tel, input_catalog=input_catalog, log=log) hdu = fits.open(file_path) - header = hdu['SCI'].header + header = hdu['PRIMARY'].header assert header['ZPTCAT']=='PS1' assert header['FILTER']=='R' From 6a29d208e7b27aa0dd7e0122d4eebf4d9888ac16 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 6 Oct 2025 14:25:39 -0500 Subject: [PATCH 17/72] Fixes to absphot test --- potpyri/primitives/absphot.py | 6 ++++-- tests/test_absphot.py | 7 ++++++- 2 files changed, 10 insertions(+), 3 deletions(-) diff --git a/potpyri/primitives/absphot.py b/potpyri/primitives/absphot.py index 72852657..6b320845 100755 --- a/potpyri/primitives/absphot.py +++ b/potpyri/primitives/absphot.py @@ -159,7 +159,7 @@ def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, hdu = fits.open(cmpfile) header = hdu['SCI'].header - filt = header['FILTER'] + filtorig = header['FILTER'] catalog = tel.get_catalog(header) @@ -171,7 +171,7 @@ def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, cat = None ; cat_ID = None - filt = self.convert_filter_name(filt) + filt = self.convert_filter_name(filtorig) if input_catalog is not None: cat = input_catalog else: @@ -235,6 +235,7 @@ def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, metadata['ZPTCAT']=catalog metadata['ZPTCATID']=cat_ID metadata['ZPTPHOT']=phottable + metadata['FILTER']=filtorig # Add limiting magnitudes if 'FWHM' in header.keys() and 'SKYSIG' in header.keys(): @@ -257,6 +258,7 @@ def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, print(f'3-sigma limiting mag of image is {m3sigma}') hdu['PRIMARY'].header.update(metadata) + hdu['SCI'].header.update(metadata) hdu[phottable].header.update(metadata) hdu.writeto(cmpfile, overwrite=True) diff --git a/tests/test_absphot.py b/tests/test_absphot.py index 52f9b55a..2d74baf5 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -36,7 +36,12 @@ def test_absphot(tmp_path): hdu = fits.open(file_path) header = hdu['PRIMARY'].header + print(header) + assert header['ZPTCAT']=='PS1' assert header['FILTER']=='R' - assert np.abs(zpt-header['ZPTMAG'])<0.01 + assert np.abs(27.576871-header['ZPTMAG'])<0.01 assert header['ZPTMUCER']<0.01 + +if __name__=="__main__": + test_absphot('.') From 362c7978946f7d0db97c455c6c405dca1ea6da33 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Fri, 24 Oct 2025 11:39:19 -0500 Subject: [PATCH 18/72] Fixing solve_astrometry to add --no-verify option --- potpyri/primitives/solve_wcs.py | 8 +++---- potpyri/primitives/sort_files.py | 7 ++++++- potpyri/scripts/main_pipeline.py | 36 ++++++-------------------------- potpyri/utils/options.py | 3 ++- 4 files changed, 18 insertions(+), 36 deletions(-) diff --git a/potpyri/primitives/solve_wcs.py b/potpyri/primitives/solve_wcs.py index 8a30eb7d..6feadda5 100755 --- a/potpyri/primitives/solve_wcs.py +++ b/potpyri/primitives/solve_wcs.py @@ -199,7 +199,7 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, tries = 1 good = False while tries < 5 and not good: - input_args = args + extra_opts + input_args = f'{args} {extra_opts}' if log: log.info(f'Try #{tries} with astrometry.net...') @@ -226,16 +226,16 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, else: tries += 1 if tries==2: - extra_opts='--objs 15' + extra_opts='--objs 15 --no-verify' elif tries==3: - extra_opts='' + extra_opts='--no-verify' elif tries==4: # Try with no constraint on RA/Dec args = '--scale-units arcsecperpix ' args += f'--scale-low {scale_low} --scale-high {scale_high} ' args += f'--no-plots -T ' args += f'--overwrite -N {newfile} --dir {directory} ' - extra_opts='' + extra_opts='--no-verify' file_exists=os.path.exists(newfile) diff --git a/potpyri/primitives/sort_files.py b/potpyri/primitives/sort_files.py index a7aa4603..c230081d 100755 --- a/potpyri/primitives/sort_files.py +++ b/potpyri/primitives/sort_files.py @@ -119,7 +119,7 @@ def is_science(hdr, tel): return(science) # Overall method to handle files: -def handle_files(file_list, tel, paths, incl_bad=False, proc=None, +def handle_files(file_list, paths, tel, incl_bad=False, proc=None, no_redo=False, log=None): file_table = None @@ -159,6 +159,11 @@ def handle_files(file_list, tel, paths, incl_bad=False, proc=None, logging.shutdown() sys.exit(-1) + if file_table is None or len(file_table)==0: + if log: log.critical('No good files found, please check files and rerun.') + logging.shutdown() + sys.exit(-1) + return(file_table) # Sort the calibration files: diff --git a/potpyri/scripts/main_pipeline.py b/potpyri/scripts/main_pipeline.py index 44c10df9..60b4a44e 100755 --- a/potpyri/scripts/main_pipeline.py +++ b/potpyri/scripts/main_pipeline.py @@ -15,13 +15,9 @@ __version__ = "2.2" # Last updated 03/10/2025 import sys -import os import time -import re import numpy as np -from astropy.io import fits - # Internal dependenciess from potpyri.instruments import instrument_getter from potpyri.utils import logger @@ -63,7 +59,7 @@ def main_pipeline(instrument:str, if skip_flatten: tel.flat=False # Generate code and data paths based on input path - paths = options.add_paths(data_path, tel) + paths = options.add_paths(data_path, file_list_name, tel) # Generate log file in corresponding directory for log log = logger.get_log(paths['log']) @@ -71,48 +67,27 @@ def main_pipeline(instrument:str, log.info(f'Running instrument paramater file version {tel.version}') # This contains all of the file data - file_list = os.path.join(paths['data'], file_list_name) - file_table = sort_files.handle_files(file_list, tel, paths, + file_table = sort_files.handle_files(paths['filelist'], paths, tel, incl_bad=incl_bad, proc=proc, no_redo=no_redo_sort, log=log) - if not file_table or len(file_table)==0: - log.critical('Could not generate file table. Check file paths.') - log.shutdown() - sys.exit(-1) - # Calibrations ############## calibration.do_bias(file_table, tel, paths, log=log) calibration.do_dark(file_table, tel, paths, log=log) calibration.do_flat(flat_files, tel, paths, log=log) - # Science images - ################ - kwds = tel.filetype_keywords - science_match = tel.match_type_keywords(kwds['SCIENCE'], file_table) - science_data = file_table[science_match] - if len(science_data)==0: - log.info('No science files were found, exiting.') - log.shutdown() - sys.exit(-1) - # Begin processing ################## - for tar in np.unique(science_data['TargType']): - if target is not None and tar!=target: - continue + for tar in np.unique(file_table[tel.match_type_keywords(kwds['SCIENCE'], file_table)]['TargType']): # Image pixel calibration, WCS, and stacking procedures ####################################################### - stack = image_procs.image_proc(science_data[science_data['TargType']==tar], tel, paths, + log.info(f'Generating stack for {tar}') + stack = image_procs.image_proc(file_table[file_table['TargType']==tar], tel, paths, skip_skysub=skip_skysub, fieldcenter=fieldcenter, out_size=out_size, cosmic_ray=not skip_cr, skip_gaia=skip_gaia, keep_all_astro=keep_all_astro, log=log) - if stack is None: - log.error(f'Could not generate a stack for {tar}') - continue - # Photometry step ################# log.info('Running PSF photometry.') @@ -127,6 +102,7 @@ def main_pipeline(instrument:str, t2 = time.time() log.info('Pipeline finshed.') log.info(f'Total runtime: {t2-t1} sec') + log.shutdown() def main(): options.test_for_dependencies() diff --git a/potpyri/utils/options.py b/potpyri/utils/options.py index a0619b5a..9a1ceced 100755 --- a/potpyri/utils/options.py +++ b/potpyri/utils/options.py @@ -124,7 +124,7 @@ def test_for_dependencies(): apt-get, or directly from the source code: https://github.com/astromatic/sextractor.''') -def add_paths(data_path, tel): +def add_paths(data_path, file_list_name, tel): if not os.path.exists(data_path): raise Exception(f'Data path does not exist: {data_path}') @@ -140,6 +140,7 @@ def add_paths(data_path, tel): paths['log']=os.path.join(paths['data'], 'red', 'log') paths['cal']=os.path.join(paths['data'], 'red', 'cals') paths['work']=os.path.join(paths['data'], 'red', 'workspace') + paths['filelist']=os.path.join(paths['data'], file_list_name) for key in paths.keys(): if key in ['caldb']: continue if not os.path.exists(paths[key]): os.makedirs(paths[key]) From 82108e93e2f1e4e0c177a5afcc638131948679ec Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Fri, 24 Oct 2025 11:41:07 -0500 Subject: [PATCH 19/72] Fixing broken variable in main_pipeline --- potpyri/scripts/main_pipeline.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/scripts/main_pipeline.py b/potpyri/scripts/main_pipeline.py index 60b4a44e..ea43e946 100755 --- a/potpyri/scripts/main_pipeline.py +++ b/potpyri/scripts/main_pipeline.py @@ -74,7 +74,7 @@ def main_pipeline(instrument:str, ############## calibration.do_bias(file_table, tel, paths, log=log) calibration.do_dark(file_table, tel, paths, log=log) - calibration.do_flat(flat_files, tel, paths, log=log) + calibration.do_flat(file_table, tel, paths, log=log) # Begin processing ################## From 7e566d47966317b04b6678f7bc92a9e58f0a42bf Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Fri, 24 Oct 2025 11:42:29 -0500 Subject: [PATCH 20/72] Fixing broken variable in main_pipeline --- potpyri/scripts/main_pipeline.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/scripts/main_pipeline.py b/potpyri/scripts/main_pipeline.py index ea43e946..6ae92daf 100755 --- a/potpyri/scripts/main_pipeline.py +++ b/potpyri/scripts/main_pipeline.py @@ -78,7 +78,7 @@ def main_pipeline(instrument:str, # Begin processing ################## - for tar in np.unique(file_table[tel.match_type_keywords(kwds['SCIENCE'], file_table)]['TargType']): + for tar in np.unique(file_table[tel.match_type_keywords(tel.filetype_keywords['SCIENCE'], file_table)]['TargType']): # Image pixel calibration, WCS, and stacking procedures ####################################################### From 227397dfca996ff3ad5bd9d012d5799793833435 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Sun, 26 Oct 2025 16:33:15 -0500 Subject: [PATCH 21/72] Updating unit tests and fixing minor errors in WCS and sort_files --- potpyri/primitives/solve_wcs.py | 4 ++-- potpyri/primitives/sort_files.py | 2 +- potpyri/scripts/main_pipeline.py | 1 - potpyri/utils/options.py | 3 ++- tests/test_absphot.py | 13 +++++-------- tests/test_calibration.py | 9 +++++---- tests/test_init.py | 11 ++--------- tests/test_photometry.py | 5 ++++- tests/test_sort.py | 11 +++++++---- tests/test_stack.py | 5 ++++- tests/test_staticmask.py | 16 +++++++--------- tests/test_wcs.py | 8 ++++++-- 12 files changed, 45 insertions(+), 43 deletions(-) diff --git a/potpyri/primitives/solve_wcs.py b/potpyri/primitives/solve_wcs.py index 6feadda5..0ba9cc4d 100755 --- a/potpyri/primitives/solve_wcs.py +++ b/potpyri/primitives/solve_wcs.py @@ -43,7 +43,7 @@ def get_gaia_catalog(input_file, log=None): header = hdu[0].header hkeys = list(header.keys()) - check_pairs = [('RA','DEC'),('CRVAL1','CRVAL2'),('OBJCTRA','OBJCTDEC')] + check_pairs = [('CRVAL1','CRVAL2'),('RA','DEC'),('OBJCTRA','OBJCTDEC')] coord = None for pair in check_pairs: @@ -134,7 +134,7 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, exten = '.'+file.split('.')[-1] - check_pairs = [('RA','DEC'),('CRVAL1','CRVAL2'),('OBJCTRA','OBJCTDEC')] + check_pairs = [('CRVAL1','CRVAL2'),('RA','DEC'),('OBJCTRA','OBJCTDEC')] coord = None for pair in check_pairs: diff --git a/potpyri/primitives/sort_files.py b/potpyri/primitives/sort_files.py index c230081d..900fbfad 100755 --- a/potpyri/primitives/sort_files.py +++ b/potpyri/primitives/sort_files.py @@ -141,7 +141,7 @@ def handle_files(file_list, paths, tel, incl_bad=False, proc=None, file_table['Time'] = file_table['Time'].astype(np.float64) return(file_table) - else: + elif os.path.exists(file_list): os.remove(file_list) files = glob.glob(os.path.join(paths['raw'], tel.raw_format(proc)))+\ diff --git a/potpyri/scripts/main_pipeline.py b/potpyri/scripts/main_pipeline.py index 6ae92daf..065bdfc9 100755 --- a/potpyri/scripts/main_pipeline.py +++ b/potpyri/scripts/main_pipeline.py @@ -14,7 +14,6 @@ __version__ = "2.2" # Last updated 03/10/2025 -import sys import time import numpy as np diff --git a/potpyri/utils/options.py b/potpyri/utils/options.py index 9a1ceced..9bf66248 100755 --- a/potpyri/utils/options.py +++ b/potpyri/utils/options.py @@ -141,8 +141,9 @@ def add_paths(data_path, file_list_name, tel): paths['cal']=os.path.join(paths['data'], 'red', 'cals') paths['work']=os.path.join(paths['data'], 'red', 'workspace') paths['filelist']=os.path.join(paths['data'], file_list_name) + for key in paths.keys(): - if key in ['caldb']: continue + if key in ['caldb','filelist']: continue if not os.path.exists(paths[key]): os.makedirs(paths[key]) p=subprocess.run(['which','sex'], capture_output=True) diff --git a/tests/test_absphot.py b/tests/test_absphot.py index 2d74baf5..e7849bda 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -1,6 +1,7 @@ from potpyri.utils import options from potpyri.utils import logger from potpyri.primitives import absphot +from potpyri.instruments import instrument_getter from astropy.io import ascii from astropy.table import Table @@ -16,6 +17,7 @@ def test_absphot(tmp_path): instrument = 'LRIS' + file_list_name = 'files.txt' # Raw science file file_path = download_gdrive_file('LRISr/red/R155_host.R.ut240629.1R.11.stk.fits.fz', use_cached=True) @@ -23,25 +25,20 @@ def test_absphot(tmp_path): input_catalog = ascii.read(cat_path) data_path, basefile = os.path.split(file_path) - paths, tel = options.initialize_telescope(instrument, data_path) + tel = instrument_getter(instrument) + paths = options.add_paths(data_path, file_list_name, tel) # Generate log file in corresponding directory for log log = logger.get_log(paths['log']) hdu = fits.open(file_path) - cal = absphot.absphot() - cal.find_zeropoint(file_path, tel, input_catalog=input_catalog, log=log) + absphot.find_zeropoint(file_path, tel, log=log) hdu = fits.open(file_path) header = hdu['PRIMARY'].header - print(header) - assert header['ZPTCAT']=='PS1' assert header['FILTER']=='R' assert np.abs(27.576871-header['ZPTMAG'])<0.01 assert header['ZPTMUCER']<0.01 - -if __name__=="__main__": - test_absphot('.') diff --git a/tests/test_calibration.py b/tests/test_calibration.py index 97a139c8..31ad4685 100644 --- a/tests/test_calibration.py +++ b/tests/test_calibration.py @@ -1,17 +1,16 @@ from potpyri.utils import options from potpyri.utils import logger -from potpyri.primitives import image_procs +from potpyri.instruments import instrument_getter import os import numpy as np -from astropy.io import fits - from tests.utils import download_gdrive_file def test_cal(tmp_path): instrument = 'GMOS' + file_list_name = 'files.txt' # Raw science file plus calibration files file_path = download_gdrive_file('GMOS/raw/N20240618S0015.fits.bz2', use_cached=True) @@ -19,7 +18,9 @@ def test_cal(tmp_path): download_gdrive_file('GMOS/red/cals/mflat_i_12_22.fits.fz', use_cached=True) data_path, basefile = os.path.split(file_path) - paths, tel = options.initialize_telescope(instrument, data_path[0:-4]) + data_path, _ = os.path.split(data_path) + tel = instrument_getter(instrument) + paths = options.add_paths(data_path, file_list_name, tel) # Generate log file in corresponding directory for log log = logger.get_log(paths['log']) diff --git a/tests/test_init.py b/tests/test_init.py index cae448fd..e7b19fa2 100644 --- a/tests/test_init.py +++ b/tests/test_init.py @@ -1,12 +1,5 @@ -from potpyri.scripts import main_pipeline from potpyri.utils import options -from potpyri.utils import logger -from potpyri.primitives import sort_files - -import numpy as np -import astropy.utils.data -import importlib -import os +from potpyri.instruments import instrument_getter def test_init(tmp_path): @@ -20,5 +13,5 @@ def test_init(tmp_path): # Test initialization of each POTPyRI instrument for instrument in instruments: - paths, tel = options.initialize_telescope(instrument, tmp_path) + tel = instrument_getter(instrument) assert tel.name.upper()==instrument.upper() diff --git a/tests/test_photometry.py b/tests/test_photometry.py index d88e0e97..1e64d230 100644 --- a/tests/test_photometry.py +++ b/tests/test_photometry.py @@ -1,6 +1,7 @@ from potpyri.utils import options from potpyri.utils import logger from potpyri.primitives import photometry +from potpyri.instruments import instrument_getter import os import numpy as np @@ -12,6 +13,7 @@ def test_photometry(tmp_path): instrument = 'GMOS' + file_list_name = 'files.txt' # Raw science file file_path = download_gdrive_file('GMOS/red/sGRB240615A-GRB.i.ut240618.12.22.stk.fits.fz', use_cached=True) @@ -34,7 +36,8 @@ def test_photometry(tmp_path): hdu.writeto(file_path, overwrite=True) data_path, basefile = os.path.split(file_path) - paths, tel = options.initialize_telescope(instrument, data_path) + tel = instrument_getter(instrument) + paths = options.add_paths(data_path, file_list_name, tel) # Generate log file in corresponding directory for log log = logger.get_log(paths['log']) diff --git a/tests/test_sort.py b/tests/test_sort.py index 5494fc99..bead1811 100644 --- a/tests/test_sort.py +++ b/tests/test_sort.py @@ -1,6 +1,7 @@ from potpyri.utils import options from potpyri.utils import logger from potpyri.primitives import sort_files +from potpyri.instruments import instrument_getter import os @@ -9,19 +10,21 @@ def test_sort(tmp_path): instrument = 'BINOSPEC' + file_list_name = 'files.txt' # Raw science file file_path = download_gdrive_file('Binospec/raw/sci_img_2024.0812.034220_proc.fits.fz', use_cached=True) data_path, basefile = os.path.split(file_path) - paths, tel = options.initialize_telescope(instrument, data_path) + data_path, _ = os.path.split(data_path) + tel = instrument_getter(instrument) + paths = options.add_paths(data_path, file_list_name, tel) # Generate log file in corresponding directory for log log = logger.get_log(paths['log']) # This contains all of the file data - file_list = os.path.join(paths['data'], 'file_list.txt') - file_table = sort_files.handle_files(file_list, tel, paths, + file_table = sort_files.handle_files(paths['filelist'], paths, tel, incl_bad=True, proc='proc', no_redo=False, log=log) # Run validation checks on file_table @@ -36,7 +39,7 @@ def test_sort(tmp_path): assert file_table[0]['Amp']=="2" # Test the no_redo flag - new_file_table = sort_files.handle_files(file_list, tel, paths, + new_file_table = sort_files.handle_files(paths['filelist'], paths, tel, incl_bad=True, proc='proc', no_redo=True, log=log) assert len(new_file_table)==1 diff --git a/tests/test_stack.py b/tests/test_stack.py index f9ddf305..d08c146f 100644 --- a/tests/test_stack.py +++ b/tests/test_stack.py @@ -1,6 +1,7 @@ from potpyri.utils import options from potpyri.utils import logger from potpyri.primitives import image_procs +from potpyri.instruments import instrument_getter import numpy as np import os @@ -16,10 +17,12 @@ def test_stack(tmp_path): instrument = 'MMIRS' + file_list_name = 'files.txt' nims = 5 # Science file (just tellurics) - paths, tel = options.initialize_telescope(instrument, tmp_path) + tel = instrument_getter(instrument) + paths = options.add_paths(tmp_path, file_list_name, tel) # Generate log file in corresponding directory for log log = logger.get_log(paths['log']) diff --git a/tests/test_staticmask.py b/tests/test_staticmask.py index cf64ab9f..54737f58 100644 --- a/tests/test_staticmask.py +++ b/tests/test_staticmask.py @@ -1,15 +1,10 @@ -from potpyri.scripts import main_pipeline from potpyri.utils import options -from potpyri.utils import logger -from potpyri.primitives import sort_files - -import numpy as np -import astropy.utils.data -import importlib -import os +from potpyri.instruments import instrument_getter def test_staticmask(tmp_path): + file_list_name = 'files.txt' + instruments = { 'F2': {'INST': 'F2', 'INSTRUME': 'F2'}, 'GMOS-N': {'INST': 'GMOS', 'INSTRUME': 'GMOS-N', 'CCDSUM': '2,2'}, @@ -22,7 +17,10 @@ def test_staticmask(tmp_path): for instrument in instruments.keys(): hdr = instruments[instrument] instname = hdr['INST'] - paths, tel = options.initialize_telescope(instname, tmp_path) + + tel = instrument_getter(instname) + paths = options.add_paths(tmp_path, file_list_name, tel) + assert tel.name.upper()==instname.upper() staticmask = tel.load_staticmask(hdr, paths) diff --git a/tests/test_wcs.py b/tests/test_wcs.py index 4a7dc213..429e0fc0 100644 --- a/tests/test_wcs.py +++ b/tests/test_wcs.py @@ -1,9 +1,9 @@ from potpyri.utils import options from potpyri.utils import logger from potpyri.primitives import solve_wcs +from potpyri.instruments import instrument_getter import os -import numpy as np from astropy.io import fits @@ -12,13 +12,17 @@ def test_wcs(tmp_path): instrument = 'GMOS' + file_list_name = 'files.txt' # Download science file file_path = download_gdrive_file('GMOS/red/workspace/sGRB240615A-GRB.i.ut240618.12.22.1403185114.fits.fz', use_cached=True) astm_path = download_gdrive_file('astrometry/index-52m1-14.fits') data_path, basefile = os.path.split(file_path) - paths, tel = options.initialize_telescope(instrument, data_path[0:-14]) + data_path, _ = os.path.split(data_path) + + tel = instrument_getter(instrument) + paths = options.add_paths(data_path, file_list_name, tel) # Generate log file in corresponding directory for log log = logger.get_log(paths['log']) From ad255e538cc6fb325a69926834127bcca6dddc32 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Tue, 28 Oct 2025 23:34:41 -0500 Subject: [PATCH 22/72] Changing MOSFIRE raw image format --- potpyri/instruments/MOSFIRE.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/instruments/MOSFIRE.py b/potpyri/instruments/MOSFIRE.py index ecc9d05e..67c6943e 100755 --- a/potpyri/instruments/MOSFIRE.py +++ b/potpyri/instruments/MOSFIRE.py @@ -92,7 +92,7 @@ def get_saturation(self, hdr): return(hdr['SATURATE']*hdr['SYSGAIN']) def raw_format(self, proc): - return('MF.*.fits.gz') + return('*.fits.gz') def get_filter(self, hdr): filt = hdr['FILTER'].replace(' ','').split('_')[0] From 8d6a8b0d7669e163768661167475a8a7faf7fab4 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Wed, 29 Oct 2025 14:39:20 -0500 Subject: [PATCH 23/72] Adjusting for errors in error array assignment --- potpyri/instruments/MOSFIRE.py | 8 +++++++- potpyri/primitives/image_procs.py | 2 +- potpyri/primitives/sort_files.py | 2 +- 3 files changed, 9 insertions(+), 3 deletions(-) diff --git a/potpyri/instruments/MOSFIRE.py b/potpyri/instruments/MOSFIRE.py index 67c6943e..6d0f8b14 100755 --- a/potpyri/instruments/MOSFIRE.py +++ b/potpyri/instruments/MOSFIRE.py @@ -117,7 +117,13 @@ def get_number(self, header): def import_image(self, filename, amp, log=None): - raw = CCDData.read(filename, unit=u.adu) + with fits.open(filename) as hdr: + header = hdr['SCI'].header + data = hdr['SCI'].data + + del header['BUNIT'] + + raw = CCDData(data, header=header, unit=u.adu) red = ccdproc.ccd_process(raw, gain=self.get_gain(raw.header)*u.electron/u.adu, readnoise=self.get_rdnoise(raw.header)*u.electron) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index acac6e48..5c0c4a5a 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -748,7 +748,7 @@ def create_error(science_data, mask_data, rdnoise): error[mask] = np.nanmedian(error) mask = error < 0.0 error = np.nanmedian(error) - maxval = np.max(img_data) + maxval = np.float32(hdu[0].header['SATURATE']) mask = np.isinf(error) error[mask] = maxval diff --git a/potpyri/primitives/sort_files.py b/potpyri/primitives/sort_files.py index 900fbfad..b59b425c 100755 --- a/potpyri/primitives/sort_files.py +++ b/potpyri/primitives/sort_files.py @@ -248,7 +248,7 @@ def sort_files(files, file_list, tel, paths, incl_bad=False, log=None): moved_path = paths['bad'] if os.path.dirname(f)!=moved_path: shutil.move(f, paths['bad']) continue - except (TypeError, gzip.BadGzipFile, zlib.error): + except (TypeError, gzip.BadGzipFile, zlib.error, OSError): if log: log.error(f'Moving file {f} to bad due to corrupted data.') else: From 6b9389691044dc7c0978ce778d9d5f4804e05b50 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Wed, 29 Oct 2025 14:48:31 -0500 Subject: [PATCH 24/72] Addressing order of ra/dec keyword pairs for binospec versus other instruments --- potpyri/primitives/solve_wcs.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/potpyri/primitives/solve_wcs.py b/potpyri/primitives/solve_wcs.py index 0ba9cc4d..a29ebc39 100755 --- a/potpyri/primitives/solve_wcs.py +++ b/potpyri/primitives/solve_wcs.py @@ -134,7 +134,12 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, exten = '.'+file.split('.')[-1] - check_pairs = [('CRVAL1','CRVAL2'),('RA','DEC'),('OBJCTRA','OBJCTDEC')] + if tel.name.upper=='BINOSPEC': + check_pairs = [('CRVAL1','CRVAL2'),('RA','DEC'),('OBJCTRA','OBJCTDEC')] + else: + check_pairs = [('RA','DEC'),('OBJCTRA','OBJCTDEC'),('TARGRA','TARGDEC'), + ('CRVAL1','CRVAL2')] + coord = None for pair in check_pairs: From 609b703929aeb0f392c76b31c357ba255f43a89e Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Wed, 29 Oct 2025 15:06:09 -0500 Subject: [PATCH 25/72] Adding try to astrometry.net without source extractor --- potpyri/primitives/solve_wcs.py | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/potpyri/primitives/solve_wcs.py b/potpyri/primitives/solve_wcs.py index a29ebc39..89f7502f 100755 --- a/potpyri/primitives/solve_wcs.py +++ b/potpyri/primitives/solve_wcs.py @@ -139,7 +139,7 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, else: check_pairs = [('RA','DEC'),('OBJCTRA','OBJCTDEC'),('TARGRA','TARGDEC'), ('CRVAL1','CRVAL2')] - + coord = None for pair in check_pairs: @@ -203,7 +203,7 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, tries = 1 good = False - while tries < 5 and not good: + while tries < 6 and not good: input_args = f'{args} {extra_opts}' if log: @@ -235,6 +235,15 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, elif tries==3: extra_opts='--no-verify' elif tries==4: + # Try without source extractor + extra_opts='--no-verify' + args = '--scale-units arcsecperpix ' + args += f'--scale-low {scale_low} --scale-high {scale_high} ' + args += f'--no-plots -T ' + args += f'--overwrite -N {newfile} --dir {directory} ' + args += f'--ra {ra} --dec {dec} ' + args += f' --radius {radius} ' + elif tries==5: # Try with no constraint on RA/Dec args = '--scale-units arcsecperpix ' args += f'--scale-low {scale_low} --scale-high {scale_high} ' From 8b0b2478116e99a4daedcce2f2eff29644db6991 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Wed, 29 Oct 2025 15:58:14 -0500 Subject: [PATCH 26/72] Fixing broken reference in create_error --- potpyri/primitives/image_procs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 5c0c4a5a..18481f79 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -747,7 +747,7 @@ def create_error(science_data, mask_data, rdnoise): mask = np.isnan(error) error[mask] = np.nanmedian(error) mask = error < 0.0 - error = np.nanmedian(error) + error[mask] = np.nanmedian(error) maxval = np.float32(hdu[0].header['SATURATE']) mask = np.isinf(error) error[mask] = maxval From 722638e3e3c0427b2b7d5cecbcc9c71280eca7c2 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Wed, 29 Oct 2025 16:21:58 -0500 Subject: [PATCH 27/72] Adding error test to the repository --- tests/test_error.py | 54 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 54 insertions(+) create mode 100644 tests/test_error.py diff --git a/tests/test_error.py b/tests/test_error.py new file mode 100644 index 00000000..405205b0 --- /dev/null +++ b/tests/test_error.py @@ -0,0 +1,54 @@ +from potpyri.utils import options +from potpyri.utils import logger +from potpyri.primitives import image_procs +from potpyri.instruments import instrument_getter + +import numpy as np +import os + +from ccdproc import CCDData + +from astropy.io import fits +from astropy.wcs import WCS +from astropy import units as u + +from . import utils + +def test_error(tmp_path): + + instrument = 'MOSFIRE' + file_list_name = 'files.txt' + + # Science file (just tellurics) + tel = instrument_getter(instrument) + paths = options.add_paths(tmp_path, file_list_name, tel) + + # Generate log file in corresponding directory for log + log = logger.get_log(paths['log']) + + aligned_data = [] + masks = [] + errors = [] + + rdnoise = 10. + imgval = 1000. + + imdata = np.ones(shape=(2048, 2048), dtype=np.float32) * imgval + maskim = np.zeros(shape=(2048, 2048), dtype=np.uint16) + maskhdu = fits.PrimaryHDU(maskim) + + outfile = os.path.join(tmp_path, 'test.fits') + hdu = fits.PrimaryHDU(imdata) + hdu.header['SATURATE'] = 35000.0 + hdu.writeto(outfile, overwrite=True, output_verify='silentfix') + + error_hdu = image_procs.create_error(outfile, maskhdu, rdnoise) + + rms = 0.5 * ( + np.percentile(imdata[~maskim.astype(bool)], 84.13) + - np.percentile(imdata[~maskim.astype(bool)], 15.86) + ) + + theoretical_error = np.sqrt(imdata + rms**2 + rdnoise) + + np.testing.assert_array_equal(error_hdu.data, theoretical_error) From a3a4765f32582edf00508b0701e2797f34e26a19 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 30 Oct 2025 14:32:46 -0500 Subject: [PATCH 28/72] Adding check for dark before science to avoid bad characterization --- potpyri/primitives/sort_files.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/potpyri/primitives/sort_files.py b/potpyri/primitives/sort_files.py index b59b425c..df99d16c 100755 --- a/potpyri/primitives/sort_files.py +++ b/potpyri/primitives/sort_files.py @@ -282,14 +282,14 @@ def sort_files(files, file_list, tel, paths, incl_bad=False, log=None): file_type = 'BIAS' moved_path = paths['raw'] bias_num += 1 - elif is_science(hdr, tel): - file_type = 'SCIENCE' - moved_path = paths['raw'] - sci_num += 1 elif is_dark(hdr, tel): file_type = 'DARK' moved_path = paths['raw'] dark_num += 1 + elif is_science(hdr, tel): + file_type = 'SCIENCE' + moved_path = paths['raw'] + sci_num += 1 else: file_type = 'BAD' moved_path = paths['bad'] From 174ed742e9ff2cd8cdcb39bcb962209e5c8d42d7 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 30 Oct 2025 14:35:34 -0500 Subject: [PATCH 29/72] Updating MOSFIRE to require darks --- potpyri/instruments/MOSFIRE.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/instruments/MOSFIRE.py b/potpyri/instruments/MOSFIRE.py index 6d0f8b14..88f7170b 100755 --- a/potpyri/instruments/MOSFIRE.py +++ b/potpyri/instruments/MOSFIRE.py @@ -33,7 +33,7 @@ def __init__(self): self.min_exptime = 1.0 # Run dark/bias/flat calibration? - self.dark = False + self.dark = True self.bias = False self.flat = True From eea7c15ac63b10aa5091078af0e6a91e452a370a Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Fri, 7 Nov 2025 15:05:43 -0600 Subject: [PATCH 30/72] Fixing parameter for generating final catalog with aperture photometry --- potpyri/primitives/photometry.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/potpyri/primitives/photometry.py b/potpyri/primitives/photometry.py index 23f91bd0..2176d228 100755 --- a/potpyri/primitives/photometry.py +++ b/potpyri/primitives/photometry.py @@ -520,10 +520,10 @@ def photloop(stack, phot_sn_min=3.0, phot_sn_max=40.0, fwhm_init=5.0, log=None): epsf = None ; fwhm = None while signal_to_noise > phot_sn_min: - if log: log.info(f'Trying photometry with final S/N={signal_to_noise}') + if log: log.info(f'Trying PSF generation with S/N={signal_to_noise}') star_param = {'snthresh_psf': signal_to_noise*2.0, 'fwhm_init': fwhm_init, - 'snthresh_final': signal_to_noise} + 'snthresh_final': 5.0} try: do_phot(stack, star_param=star_param) except Exception as e: From 4fa35f9577ff7cff56142e85e230359efc423040 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Fri, 7 Nov 2025 15:25:58 -0600 Subject: [PATCH 31/72] Adjusting maximum sn threshold for photloop --- potpyri/primitives/photometry.py | 2 +- potpyri/utils/options.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/potpyri/primitives/photometry.py b/potpyri/primitives/photometry.py index 2176d228..86953915 100755 --- a/potpyri/primitives/photometry.py +++ b/potpyri/primitives/photometry.py @@ -523,7 +523,7 @@ def photloop(stack, phot_sn_min=3.0, phot_sn_max=40.0, fwhm_init=5.0, log=None): if log: log.info(f'Trying PSF generation with S/N={signal_to_noise}') star_param = {'snthresh_psf': signal_to_noise*2.0, 'fwhm_init': fwhm_init, - 'snthresh_final': 5.0} + 'snthresh_final': signal_to_noise} try: do_phot(stack, star_param=star_param) except Exception as e: diff --git a/potpyri/utils/options.py b/potpyri/utils/options.py index 9bf66248..f0ca6588 100755 --- a/potpyri/utils/options.py +++ b/potpyri/utils/options.py @@ -53,7 +53,7 @@ def init_options(): help='''Minimum signal-to-noise to try in photometry loop.''') params.add_argument('--phot-sn-max', type=float, - default=40.0, + default=20.0, help='''Maximum signal-to-noise to try in photometry loop.''') params.add_argument('--fwhm-init', type=float, From 25e93c8388b468625df064a53bb03484c857bac4 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 10 Nov 2025 14:32:40 -0600 Subject: [PATCH 32/72] Fixing issues with catalog caching and catalog size from Vizier --- potpyri/primitives/absphot.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/potpyri/primitives/absphot.py b/potpyri/primitives/absphot.py index 6b320845..3ee92179 100755 --- a/potpyri/primitives/absphot.py +++ b/potpyri/primitives/absphot.py @@ -113,7 +113,9 @@ def get_catalog(self, coords, catalog, filt, log=None): if log: log.info(f'Getting {catalog} catalog with ID {cat_ID} in filt {filt}') log.info(f'Querying around {coord_ra}, {coord_dec} deg') - cat = vizier.query_region(med_coord, width=1.2*max_sep*u.degree, + Vizier.clear_cache() + width = np.max([2.0 * max_sep, 0.5]) + cat = vizier.query_region(med_coord, width=width*u.degree, catalog=cat_ID) if len(cat)>0: @@ -182,10 +184,10 @@ def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, cat, catalog, cat_ID = self.get_catalog(coords, catalog, filt, log=log) - min_mag = self.get_minmag(filt) - cat = cat[cat['mag']>min_mag] - if cat: + min_mag = self.get_minmag(filt) + cat = cat[cat['mag']>min_mag] + coords_cat = SkyCoord(cat['ra'], cat['dec'], unit='deg') idx, d2, d3 = coords_cat.match_to_catalog_sky(coords) From 3862b77e4cbcfbd44b0e8dc1bb75f236a3c0d963 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 13:34:03 -0600 Subject: [PATCH 33/72] Testing dynamic FWHM on astropyscrappy/lacosmic --- potpyri/primitives/image_procs.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 18481f79..5687904c 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -29,6 +29,7 @@ # Internal dependencies from potpyri.primitives import solve_wcs from potpyri.utils import utilities +from potpyri.photometry import run_sextractor def remove_pv_distortion(header): @@ -616,6 +617,14 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.5, hdu = fits.open(science_data) data = np.ascontiguousarray(hdu[0].data.astype(np.float32)) + # Estimate FWHM size for LACosmic + table = run_sextractor(science_data) + if table is not None: + # Clip fwhm_stars by fwhm + fwhm, meanfwhm, stdfwhm = sigma_clipped_stats(table['FWHM_IMAGE']) + else: + fwhm = 3.5 + # Astroscrappy requires added sky background, so add this value back # Set the sky background to some nominal value if it is too low for CR rej skybkg = hdu[0].header['SKYBKG'] @@ -659,7 +668,8 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.5, if cosmic_ray: newdata, mask_cr = cosmicray_lacosmic(data, readnoise=rdnoise, satlevel=saturation, verbose=True, - sigclip=sigclip, sigfrac=sigfrac, objlim=objlim, niter=niter) + sigclip=sigclip, sigfrac=sigfrac, objlim=objlim, niter=niter, + psffwhm=fwhm) mask_cr = mask_cr.astype(np.uint8) #set cosmic ray mask type else: From 4b385cb37450685858d04c8e3828d2a90e36b3aa Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 13:36:38 -0600 Subject: [PATCH 34/72] Typo in photometry import for image_procs --- potpyri/primitives/image_procs.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 5687904c..190f1fa8 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -27,9 +27,9 @@ from ccdproc import cosmicray_lacosmic # Internal dependencies +from potpyri.primitives import photometry from potpyri.primitives import solve_wcs from potpyri.utils import utilities -from potpyri.photometry import run_sextractor def remove_pv_distortion(header): @@ -618,7 +618,7 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.5, data = np.ascontiguousarray(hdu[0].data.astype(np.float32)) # Estimate FWHM size for LACosmic - table = run_sextractor(science_data) + table = photometry.run_sextractor(science_data) if table is not None: # Clip fwhm_stars by fwhm fwhm, meanfwhm, stdfwhm = sigma_clipped_stats(table['FWHM_IMAGE']) From 43adc800d1a743d25416a13b189b51838f015c97 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 21:06:18 -0600 Subject: [PATCH 35/72] Testing PSF parameters for cosmic ray --- potpyri/primitives/image_procs.py | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 190f1fa8..c96c4515 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -139,8 +139,11 @@ def align_images(reduced_files, paths, tel, binn, use_wcs=None, fieldcenter=None if log: log.info('Rejecting the following images for high astrometric dispersion:') - for i,m in enumerate(mask): - if not m: log.info(solved_images[i]) + if np.all(mask): + log.info('No images rejected') + else: + for i,m in enumerate(mask): + if not m: log.info(solved_images[i]) solved_images = np.array(solved_images)[mask] else: @@ -618,10 +621,11 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.5, data = np.ascontiguousarray(hdu[0].data.astype(np.float32)) # Estimate FWHM size for LACosmic - table = photometry.run_sextractor(science_data) + table = photometry.run_sextractor(science_data, log=log) if table is not None: # Clip fwhm_stars by fwhm fwhm, meanfwhm, stdfwhm = sigma_clipped_stats(table['FWHM_IMAGE']) + if log: log.info(f'Using FWHM for cosmic rays: {fwhm}') else: fwhm = 3.5 @@ -665,11 +669,14 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.5, mask_cr = np.zeros(data.shape) mask_cr = mask_cr.astype(np.uint8) + psfsize = int(np.round(2.5*fwhm)) + if psfsize%2==0: psfsize+=1 + if cosmic_ray: newdata, mask_cr = cosmicray_lacosmic(data, readnoise=rdnoise, satlevel=saturation, verbose=True, sigclip=sigclip, sigfrac=sigfrac, objlim=objlim, niter=niter, - psffwhm=fwhm) + psffwhm=fwhm, psfsize=psfsize) mask_cr = mask_cr.astype(np.uint8) #set cosmic ray mask type else: From 9600b6fb918a5addc7169911290b20d2029740a6 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 21:29:42 -0600 Subject: [PATCH 36/72] Testing PSF parameters for cosmic ray --- potpyri/primitives/image_procs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index c96c4515..20c60e5c 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -709,7 +709,7 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.5, nsat = np.sum(mask & 4 == 4) ngrow = np.sum(mask & 8 == 8) - mask_hdu = fits.PrimaryHDU(mask) #create mask Primary HDU + mask_hdu = fits.ImageHDU(mask) #create mask Primary HDU mask_hdu.header['VER'] = (__version__, 'Version of image procedures used.') #name of log file mask_hdu.header['USE'] = 'Complex mask using additive flags.'#header comment From 90c3cc60ffd5dc46e7353cba18e12e21afee1ac0 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 21:33:38 -0600 Subject: [PATCH 37/72] Testing PSF parameters for cosmic ray --- potpyri/primitives/image_procs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 20c60e5c..c14c8177 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -606,7 +606,7 @@ def mask_satellites(images, filenames, log=None): os.remove(tmpfile) -def create_mask(science_data, saturation, rdnoise, sigclip=3.5, +def create_mask(science_data, saturation, rdnoise, sigclip=3.0, sigfrac=0.2, objlim=4.5, niter=6, outpath='', grow=0, satellites=True, cosmic_ray=True, log=None): From 9fbb5549ed5d702f0fa1f6fae0a387a95cc34623 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 21:38:18 -0600 Subject: [PATCH 38/72] Testing PSF parameters for cosmic ray --- potpyri/primitives/image_procs.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index c14c8177..df1db504 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -607,8 +607,8 @@ def mask_satellites(images, filenames, log=None): os.remove(tmpfile) def create_mask(science_data, saturation, rdnoise, sigclip=3.0, - sigfrac=0.2, objlim=4.5, niter=6, outpath='', grow=0, satellites=True, - cosmic_ray=True, log=None): + sigfrac=0.2, objlim=4.5, niter=6, outpath='', grow=0, cosmic_ray=True, + fsmode='convolve', log=None): t_start = time.time() @@ -676,7 +676,7 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.0, newdata, mask_cr = cosmicray_lacosmic(data, readnoise=rdnoise, satlevel=saturation, verbose=True, sigclip=sigclip, sigfrac=sigfrac, objlim=objlim, niter=niter, - psffwhm=fwhm, psfsize=psfsize) + psffwhm=fwhm, psfsize=psfsize, fsmode=fsmode) mask_cr = mask_cr.astype(np.uint8) #set cosmic ray mask type else: From 7d4fbe21faa2ead51b46a0c6bb6fdb27316c4786 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 21:48:35 -0600 Subject: [PATCH 39/72] Testing PSF parameters for cosmic ray --- potpyri/primitives/image_procs.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index df1db504..245029d6 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -608,7 +608,7 @@ def mask_satellites(images, filenames, log=None): def create_mask(science_data, saturation, rdnoise, sigclip=3.0, sigfrac=0.2, objlim=4.5, niter=6, outpath='', grow=0, cosmic_ray=True, - fsmode='convolve', log=None): + fsmode='convolve', cleanmask='medmask', log=None): t_start = time.time() @@ -676,7 +676,8 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.0, newdata, mask_cr = cosmicray_lacosmic(data, readnoise=rdnoise, satlevel=saturation, verbose=True, sigclip=sigclip, sigfrac=sigfrac, objlim=objlim, niter=niter, - psffwhm=fwhm, psfsize=psfsize, fsmode=fsmode) + psffwhm=fwhm, psfsize=psfsize, fsmode=fsmode, + cleanmask=cleanmask) mask_cr = mask_cr.astype(np.uint8) #set cosmic ray mask type else: From bd03789eff05dfff99723859e5e008b75576b676 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 21:50:00 -0600 Subject: [PATCH 40/72] Testing PSF parameters for cosmic ray --- potpyri/primitives/image_procs.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 245029d6..9013373a 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -608,7 +608,7 @@ def mask_satellites(images, filenames, log=None): def create_mask(science_data, saturation, rdnoise, sigclip=3.0, sigfrac=0.2, objlim=4.5, niter=6, outpath='', grow=0, cosmic_ray=True, - fsmode='convolve', cleanmask='medmask', log=None): + fsmode='convolve', cleantype='medmask', log=None): t_start = time.time() @@ -677,7 +677,7 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.0, readnoise=rdnoise, satlevel=saturation, verbose=True, sigclip=sigclip, sigfrac=sigfrac, objlim=objlim, niter=niter, psffwhm=fwhm, psfsize=psfsize, fsmode=fsmode, - cleanmask=cleanmask) + cleantype=cleantype, sepmed=False) mask_cr = mask_cr.astype(np.uint8) #set cosmic ray mask type else: From 724b905d6ce358540e63561dde934545c61329c4 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 21:53:10 -0600 Subject: [PATCH 41/72] Testing PSF parameters for cosmic ray --- potpyri/primitives/image_procs.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 9013373a..4e205a6b 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -607,8 +607,8 @@ def mask_satellites(images, filenames, log=None): os.remove(tmpfile) def create_mask(science_data, saturation, rdnoise, sigclip=3.0, - sigfrac=0.2, objlim=4.5, niter=6, outpath='', grow=0, cosmic_ray=True, - fsmode='convolve', cleantype='medmask', log=None): + sigfrac=0.15, objlim=4.5, niter=6, outpath='', grow=0, cosmic_ray=True, + fsmode='convolve', cleantype='meanmask', log=None): t_start = time.time() From ff3fc655ec57c65de30c0b168d291d9c66d91816 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 21:55:21 -0600 Subject: [PATCH 42/72] Testing PSF parameters for cosmic ray --- potpyri/primitives/image_procs.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 4e205a6b..d28c29c5 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -608,7 +608,7 @@ def mask_satellites(images, filenames, log=None): def create_mask(science_data, saturation, rdnoise, sigclip=3.0, sigfrac=0.15, objlim=4.5, niter=6, outpath='', grow=0, cosmic_ray=True, - fsmode='convolve', cleantype='meanmask', log=None): + fsmode='convolve', cleantype='medmask', log=None): t_start = time.time() @@ -625,7 +625,10 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.0, if table is not None: # Clip fwhm_stars by fwhm fwhm, meanfwhm, stdfwhm = sigma_clipped_stats(table['FWHM_IMAGE']) - if log: log.info(f'Using FWHM for cosmic rays: {fwhm}') + if log: + log.info(f'Using FWHM for cosmic rays: {fwhm}') + else: + print(f'Using FWHM for cosmic rays: {fwhm}') else: fwhm = 3.5 @@ -677,7 +680,7 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.0, readnoise=rdnoise, satlevel=saturation, verbose=True, sigclip=sigclip, sigfrac=sigfrac, objlim=objlim, niter=niter, psffwhm=fwhm, psfsize=psfsize, fsmode=fsmode, - cleantype=cleantype, sepmed=False) + cleantype=cleantype) mask_cr = mask_cr.astype(np.uint8) #set cosmic ray mask type else: From 472eb271a685f23f3c1704bd956a4f294cb002ae Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 20 Nov 2025 21:58:29 -0600 Subject: [PATCH 43/72] Testing PSF parameters for cosmic ray --- potpyri/primitives/image_procs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index d28c29c5..1129d9a1 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -607,7 +607,7 @@ def mask_satellites(images, filenames, log=None): os.remove(tmpfile) def create_mask(science_data, saturation, rdnoise, sigclip=3.0, - sigfrac=0.15, objlim=4.5, niter=6, outpath='', grow=0, cosmic_ray=True, + sigfrac=0.10, objlim=4.0, niter=6, outpath='', grow=0, cosmic_ray=True, fsmode='convolve', cleantype='medmask', log=None): t_start = time.time() From 2871db88b5540be703573a49c401774456a7b255 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Fri, 21 Nov 2025 09:16:03 -0600 Subject: [PATCH 44/72] Adjusting memory allocation for image stacking --- potpyri/primitives/image_procs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 1129d9a1..a5d621e1 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -489,7 +489,7 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): print(f'Image size is {size}') # Get maximum size of chunk - max_chunk = int(np.floor(mem_limit / 4.0 / (size))) + max_chunk = int(np.floor(mem_limit / 2.0 / (size))) if max_chunk==0: max_chunk=1 if len(stacking_data)<=max_chunk: From 08375c67b8c47d4d071e9ea67a74395153a2f80f Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Tue, 25 Nov 2025 10:26:49 -0600 Subject: [PATCH 45/72] Fixing issue with memory allocation in image stacking --- potpyri/primitives/image_procs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index a5d621e1..18ffee5c 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -494,7 +494,7 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): if len(stacking_data)<=max_chunk: sci_med = combine(stacking_data, weights=weights, scale=scale, - method=stack_method, mem_limit=mem_limit) + method=stack_method, mem_limit=2*mem_limit) else: nimgs = len(stacking_data) * 1.0 nchunks = int(np.ceil(nimgs/(1.0*max_chunk))) From 5bd90e0620ab50f68fa10d32dbc9f142eede5474 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 8 Dec 2025 16:13:58 -0600 Subject: [PATCH 46/72] Updating PS1 catalog to cut on Kron magnitudes for point sources --- potpyri/primitives/absphot.py | 31 ++++++++++++++++++++++++++++++- 1 file changed, 30 insertions(+), 1 deletion(-) diff --git a/potpyri/primitives/absphot.py b/potpyri/primitives/absphot.py index 3ee92179..93212f8e 100755 --- a/potpyri/primitives/absphot.py +++ b/potpyri/primitives/absphot.py @@ -107,8 +107,13 @@ def get_catalog(self, coords, catalog, filt, log=None): seps = med_coord.separation(coords) max_sep = np.max(seps.to(u.deg).value) + + cols = [cat_ra, cat_dec, cat_mag, cat_err] + # Add Kron mag if the catalog is PS1 + if cat_ID=='II/349': + cols.append(f'{filt}Kmag') - vizier = Vizier(columns=[cat_ra, cat_dec, cat_mag, cat_err]) + vizier = Vizier(columns=cols) vizier.ROW_LIMIT = -1 if log: log.info(f'Getting {catalog} catalog with ID {cat_ID} in filt {filt}') @@ -123,6 +128,23 @@ def get_catalog(self, coords, catalog, filt, log=None): cat = cat[~np.isnan(cat[cat_mag])] cat = cat[cat[cat_err]>0.] + if cat_ID=='II/349': + if log: + log.info('Cutting on Kron magnitudes') + else: + print('Cutting on Kron magnitudes') + + nsources = len(cat) + cat_kron = f'{filt}Kmag' + mask = cat[cat_mag]-cat[cat_kron] < 0.1 + cat = cat[mask] + nkron = len(cat) + + if log: + log.info(f'Cut catalog from {nsources} to {nkron}') + else: + print(f'Cut catalog from {nsources} to {nkron}') + cat.rename_column(cat_ra, 'ra') cat.rename_column(cat_dec, 'dec') cat.rename_column(cat_mag, 'mag') @@ -306,3 +328,10 @@ def get_minmag(self, filt): def find_zeropoint(stack, tel, log=None): cal = absphot() cal.find_zeropoint(stack, tel, log=log) + +if __name__=="__main__": + from potpyri.instruments import instrument_getter + tel = instrument_getter('GMOS') + + cal = absphot() + cal.find_zeropoint('/Users/ckilpatrick/FRB20250428A/red/FRB20250428A.r.ut251129.12.22.stk.fits', tel) From 75e4eca14f8ab9d24fbaeebfe7d2d7fb2b64356e Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 15 Dec 2025 14:43:51 -0600 Subject: [PATCH 47/72] Fixing issue with Gaia WCS solution where new_wcs is calculated incorrectly with too few astrometric calibrators --- potpyri/primitives/absphot.py | 7 ------- potpyri/primitives/solve_wcs.py | 18 ++++++++++++++++-- 2 files changed, 16 insertions(+), 9 deletions(-) diff --git a/potpyri/primitives/absphot.py b/potpyri/primitives/absphot.py index 93212f8e..5430ae9d 100755 --- a/potpyri/primitives/absphot.py +++ b/potpyri/primitives/absphot.py @@ -328,10 +328,3 @@ def get_minmag(self, filt): def find_zeropoint(stack, tel, log=None): cal = absphot() cal.find_zeropoint(stack, tel, log=log) - -if __name__=="__main__": - from potpyri.instruments import instrument_getter - tel = instrument_getter('GMOS') - - cal = absphot() - cal.find_zeropoint('/Users/ckilpatrick/FRB20250428A/red/FRB20250428A.r.ut251129.12.22.stk.fits', tel) diff --git a/potpyri/primitives/solve_wcs.py b/potpyri/primitives/solve_wcs.py index 89f7502f..ab387e92 100755 --- a/potpyri/primitives/solve_wcs.py +++ b/potpyri/primitives/solve_wcs.py @@ -335,7 +335,7 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, return(False) def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, - save_centroids=False, log=None): + save_centroids=False, min_gaia_match=5, log=None): cat = get_gaia_catalog(file, log=log) @@ -379,7 +379,7 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, else: print(f'Found {len(cat)} stars in the image') - if len(cat)<7: + if len(cat) Date: Mon, 15 Dec 2025 23:13:02 -0600 Subject: [PATCH 48/72] Refactoring chunking data for large memory usage --- potpyri/primitives/image_procs.py | 31 ++++++++++++++++++++----------- 1 file changed, 20 insertions(+), 11 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 18ffee5c..9f2a4129 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -444,7 +444,7 @@ def detrend_stack(stack): return(stack) -def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): +def stack_data(stacking_data, tel, masks, errors, mem_limit=16.0e9, log=None): stack_method = tel.stack_method if not stack_method: @@ -461,7 +461,7 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): mask = masks[i] ivar[mask.data.astype(bool)]=0. weights.append(ivar) - weights=np.array(weights) + #weights=np.array(weights) new_data = [] exptimes = [] @@ -481,23 +481,32 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): # Determine if intermediate stacks are needed # Get size of individual frame, account for data, noise, and mask exdata = stacking_data[0].data - size = 64.0/8.0 * exdata.shape[0]*exdata.shape[1] * 2 + exdata.shape[0]*exdata.shape[1] + size_of_image = exdata.data.nbytes + size_of_image += exdata.mask.nbytes + size_of_image += exdata.flags.nbytes if log: - log.info(f'Image size is {size}') + log.info(f'Image size is {size_of_image}') else: - print(f'Image size is {size}') + print(f'Image size is {size_of_image}') - # Get maximum size of chunk - max_chunk = int(np.floor(mem_limit / 2.0 / (size))) - if max_chunk==0: max_chunk=1 + no_of_img = len(stacking_data) - if len(stacking_data)<=max_chunk: + if stack_method=='median': + memory_factor = 3 + else: + memory_factor = 2 + + memory_factor *= 1.3 + + # Get number of chunks + nchunks = int((memory_factor * size_of_an_img * no_of_img) / mem_limit) + 1 + + if nchunks==1: sci_med = combine(stacking_data, weights=weights, scale=scale, - method=stack_method, mem_limit=2*mem_limit) + method=stack_method, mem_limit=mem_limit) else: nimgs = len(stacking_data) * 1.0 - nchunks = int(np.ceil(nimgs/(1.0*max_chunk))) if log: log.info(f'Splitting stacking into {nchunks} chunks') From acf4db1cc5fdac4effd87ca9a7fc465b755054f4 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 15 Dec 2025 23:49:29 -0600 Subject: [PATCH 49/72] Refactoring stacking in image_procs.py --- potpyri/primitives/image_procs.py | 52 +------------------------------ 1 file changed, 1 insertion(+), 51 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 9f2a4129..f238e196 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -478,58 +478,8 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=16.0e9, log=None): if len(scale)==1: stack_method='average' - # Determine if intermediate stacks are needed - # Get size of individual frame, account for data, noise, and mask - exdata = stacking_data[0].data - size_of_image = exdata.data.nbytes - size_of_image += exdata.mask.nbytes - size_of_image += exdata.flags.nbytes - - if log: - log.info(f'Image size is {size_of_image}') - else: - print(f'Image size is {size_of_image}') - - no_of_img = len(stacking_data) - - if stack_method=='median': - memory_factor = 3 - else: - memory_factor = 2 - - memory_factor *= 1.3 - - # Get number of chunks - nchunks = int((memory_factor * size_of_an_img * no_of_img) / mem_limit) + 1 - - if nchunks==1: - sci_med = combine(stacking_data, weights=weights, scale=scale, + sci_med = combine(stacking_data, weights=weights, scale=scale, method=stack_method, mem_limit=mem_limit) - else: - nimgs = len(stacking_data) * 1.0 - - if log: - log.info(f'Splitting stacking into {nchunks} chunks') - else: - print(f'Splitting stacking into {nchunks} chunks') - - inter_med = [] - for i in np.arange(nchunks): - if log: - log.info(f'Stacking chunk {i+1}/{nchunks}') - else: - print(f'Stacking chunk {i+1}/{nchunks}') - start = i*max_chunk - end = (i+1)*max_chunk - if end>len(stacking_data): end=None - - sci_med = combine(stacking_data[start:end], - weights=weights[start:end], scale=scale[start:end], - method=stack_method, mem_limit=mem_limit) - - inter_med.append(sci_med) - - sci_med = combine(inter_med, method=stack_method) sci_med = sci_med.to_hdu() From b2afa0b917d709fdb8b0365ee5c96f209c21b34e Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Tue, 16 Dec 2025 00:16:23 -0600 Subject: [PATCH 50/72] Refactoring stacking in image_procs.py --- potpyri/primitives/image_procs.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index f238e196..f2b94a1b 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -444,7 +444,7 @@ def detrend_stack(stack): return(stack) -def stack_data(stacking_data, tel, masks, errors, mem_limit=16.0e9, log=None): +def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): stack_method = tel.stack_method if not stack_method: @@ -461,24 +461,24 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=16.0e9, log=None): mask = masks[i] ivar[mask.data.astype(bool)]=0. weights.append(ivar) - #weights=np.array(weights) + weights=np.array(weights) - new_data = [] + all_data = [] exptimes = [] for i,stk in enumerate(stacking_data): mask = masks[i].data.astype(bool) stacking_data[i].data[mask] = np.nan exptimes.append(float(tel.get_exptime(stk.header))) - + all_data.append(stacking_data[i].data) + + all_data=np.array(new_data) exptimes = np.array(exptimes) scale = 1./exptimes - all_data = np.array([s.data for s in stacking_data]) - if len(scale)==1: stack_method='average' - sci_med = combine(stacking_data, weights=weights, scale=scale, + sci_med = combine(all_data, weights=weights, scale=scale, method=stack_method, mem_limit=mem_limit) sci_med = sci_med.to_hdu() From dcf1f2c3820b810af185198e2cc6b516e98fae26 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Tue, 16 Dec 2025 00:17:09 -0600 Subject: [PATCH 51/72] Refactoring stacking in image_procs.py --- potpyri/primitives/image_procs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index f2b94a1b..825dd26a 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -471,7 +471,7 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): exptimes.append(float(tel.get_exptime(stk.header))) all_data.append(stacking_data[i].data) - all_data=np.array(new_data) + all_data=np.array(all_data) exptimes = np.array(exptimes) scale = 1./exptimes From f68b762c5b6a35bdd7f5c23935d9fd5593eb4476 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Tue, 16 Dec 2025 01:06:11 -0600 Subject: [PATCH 52/72] Refactoring stacking in image_procs.py --- potpyri/primitives/image_procs.py | 13 +------------ 1 file changed, 1 insertion(+), 12 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 825dd26a..27c49fce 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -455,30 +455,19 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): else: raise Exception('Could not get stacking method for these images') - weights = [] - for i,error in enumerate(errors): - ivar = 1./error.data**2 - mask = masks[i] - ivar[mask.data.astype(bool)]=0. - weights.append(ivar) - weights=np.array(weights) - - all_data = [] exptimes = [] for i,stk in enumerate(stacking_data): mask = masks[i].data.astype(bool) stacking_data[i].data[mask] = np.nan exptimes.append(float(tel.get_exptime(stk.header))) - all_data.append(stacking_data[i].data) - all_data=np.array(all_data) exptimes = np.array(exptimes) scale = 1./exptimes if len(scale)==1: stack_method='average' - sci_med = combine(all_data, weights=weights, scale=scale, + sci_med = combine(stacking_data, scale=scale, method=stack_method, mem_limit=mem_limit) sci_med = sci_med.to_hdu() From 8178a8165cfdb9e57e60f72f9e81615a3a68aaf7 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 5 Jan 2026 07:43:34 -0600 Subject: [PATCH 53/72] Switching off detrending for MMIRS and changing logic for upper sigma in detrending methods --- potpyri/instruments/MMIRS.py | 2 +- potpyri/primitives/image_procs.py | 9 +++++++-- 2 files changed, 8 insertions(+), 3 deletions(-) diff --git a/potpyri/instruments/MMIRS.py b/potpyri/instruments/MMIRS.py index b56e9b6d..f5730492 100755 --- a/potpyri/instruments/MMIRS.py +++ b/potpyri/instruments/MMIRS.py @@ -83,7 +83,7 @@ def __init__(self): self.bad_keywords = ['MOSID'] self.bad_values = ['closed'] - self.detrend = True + self.detrend = False self.catalog_zp = '2MASS' self.out_size = 2500 diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index 27c49fce..a07b54c9 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -357,7 +357,10 @@ def image_proc(image_data, tel, paths, skip_skysub=False, sci_med = add_stack_mask(sci_med, aligned_data) if tel.detrend: + if log: log.info('Detrending stack') sci_med = detrend_stack(sci_med) + else: + if log: log.info('Skipping detrending') else: sci_med = fits.open(data_images[0]) @@ -426,12 +429,14 @@ def detrend_stack(stack): data = stack[0].data mask = stack[1].data.astype(bool) - mean, med, stddev = sigma_clipped_stats(data, mask=mask, axis=1) + mean, med, stddev = sigma_clipped_stats(data, mask=mask, axis=1, + sigma_upper=2.5) data = data - med[:,None] row_med = np.nanmedian(med) - mean, med, stddev = sigma_clipped_stats(data, mask=mask, axis=0) + mean, med, stddev = sigma_clipped_stats(data, mask=mask, axis=0, + sigma_upper=2.5) data = data - med[None,:] col_med = np.nanmedian(med) From b614956db5841989f4ba653a89089a8682cb0575 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Mon, 5 Jan 2026 09:14:14 -0600 Subject: [PATCH 54/72] Updating generation of sky frame --- potpyri/instruments/instrument.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/potpyri/instruments/instrument.py b/potpyri/instruments/instrument.py index 51acf7c4..3a0a76c3 100755 --- a/potpyri/instruments/instrument.py +++ b/potpyri/instruments/instrument.py @@ -525,14 +525,16 @@ def create_sky(self, sky_list, fil, amp, binn, paths, log=None, **kwargs): if log: log.info(f'Importing {sky}') sky_full = self.import_sci_image(sky, log=log) - mean, med, stddev = sigma_clipped_stats(sky_full.data) + mean, med, stddev = sigma_clipped_stats(sky_full.data, + sigma_upper=2.5, sigma_lower=3.5) # Mask outliers - mask = sky_full.data > med + 5 * stddev + mask = sky_full.data > med + 2.5 * stddev sky_full.data[mask]=np.nan # Normalize by median sky background - mean, med, stddev = sigma_clipped_stats(sky_full.data) + mean, med, stddev = sigma_clipped_stats(sky_full.data, + sigma_upper=2.5, sigma_lower=3.5) norm = 1./med sky_full = sky_full.multiply(norm) From aeea0150ec01a8573be33c8c8136d035a3ed8c5f Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 15 Jan 2026 11:27:02 -0600 Subject: [PATCH 55/72] Updating minimum number of Gaia matches for astrometry --- potpyri/primitives/solve_wcs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/potpyri/primitives/solve_wcs.py b/potpyri/primitives/solve_wcs.py index ab387e92..d4e47180 100755 --- a/potpyri/primitives/solve_wcs.py +++ b/potpyri/primitives/solve_wcs.py @@ -335,7 +335,7 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, return(False) def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, - save_centroids=False, min_gaia_match=5, log=None): + save_centroids=False, min_gaia_match=7, log=None): cat = get_gaia_catalog(file, log=log) From b9e0ba25b6cd6a50e8db0c8e07860225e8985848 Mon Sep 17 00:00:00 2001 From: "Charles D. Kilpatrick" Date: Sun, 1 Mar 2026 16:54:22 -0600 Subject: [PATCH 56/72] Change conda environment from 'potpyri_test' to 'potpyri' --- .github/workflows/build-test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-test.yml b/.github/workflows/build-test.yml index d96d1c35..165a643a 100644 --- a/.github/workflows/build-test.yml +++ b/.github/workflows/build-test.yml @@ -34,7 +34,7 @@ jobs: - name: Install the Package and Remaining Dependencies shell: bash -l {0} run: | - conda activate potpyri_test + conda activate potpyri python -m pip install --upgrade pip setuptools wheel pip install . From 06f7591d7ca4d0edb4e3c162e928124dd7d4a522 Mon Sep 17 00:00:00 2001 From: "Charles D. Kilpatrick" Date: Sun, 1 Mar 2026 16:55:36 -0600 Subject: [PATCH 57/72] Rename environment from 'potpyri_test' to 'potpyri' --- environment.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/environment.yml b/environment.yml index 651bca0d..d05b1e57 100644 --- a/environment.yml +++ b/environment.yml @@ -1,4 +1,4 @@ -name: potpyri_test +name: potpyri channels: - conda-forge - defaults From 37473489d89bf4e590c802e40f7b73683cdb00d9 Mon Sep 17 00:00:00 2001 From: "Charles D. Kilpatrick" Date: Sun, 1 Mar 2026 16:59:28 -0600 Subject: [PATCH 58/72] Change Conda environment from potpyri_test to potpyri --- .github/workflows/build-test.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/build-test.yml b/.github/workflows/build-test.yml index 165a643a..fd962efa 100644 --- a/.github/workflows/build-test.yml +++ b/.github/workflows/build-test.yml @@ -29,7 +29,7 @@ jobs: shell: bash -l {0} # Use login shell for conda commands run: | conda env create -f environment.yml - conda activate potpyri_test + conda activate potpyri - name: Install the Package and Remaining Dependencies shell: bash -l {0} @@ -41,6 +41,6 @@ jobs: - name: Run tests shell: bash -l {0} run: | - conda activate potpyri_test + conda activate potpyri pip install .[test] pytest From b6337f8f94eded56733048fc5947be876f48adb1 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Sun, 1 Mar 2026 22:44:15 -0600 Subject: [PATCH 59/72] Update conda environment name from 'potpyri_test' to 'potpyri' --- CONTRIBUTING.md | 26 ++ .../potpyri.instruments.BINOSPEC.rst | 12 + .../generated/potpyri.instruments.DEIMOS.rst | 12 + .../api/generated/potpyri.instruments.F2.rst | 12 + .../potpyri.instruments.FOURSTAR.rst | 12 + .../generated/potpyri.instruments.GMOS.rst | 12 + .../generated/potpyri.instruments.IMACS.rst | 12 + .../generated/potpyri.instruments.LRIS.rst | 12 + .../generated/potpyri.instruments.MMIRS.rst | 12 + .../generated/potpyri.instruments.MOSFIRE.rst | 12 + .../potpyri.instruments.instrument.rst | 12 + .../generated/potpyri.primitives.absphot.rst | 18 + .../potpyri.primitives.calibration.rst | 14 + .../potpyri.primitives.image_procs.rst | 22 + .../potpyri.primitives.photometry.rst | 21 + .../potpyri.primitives.solve_wcs.rst | 15 + .../potpyri.primitives.sort_files.rst | 19 + ...i.scripts.archives.download_anet_index.rst | 15 + ....scripts.archives.download_gemini_data.rst | 21 + ...ri.scripts.archives.download_keck_data.rst | 16 + .../potpyri.scripts.main_pipeline.rst | 13 + .../api/generated/potpyri.utils.logger.rst | 20 + .../api/generated/potpyri.utils.options.rst | 16 + .../api/generated/potpyri.utils.utilities.rst | 14 + docs/source/api/index.rst | 35 ++ docs/source/api/instruments.rst | 39 ++ docs/source/api/primitives.rst | 28 ++ docs/source/api/scripts.rst | 24 + docs/source/api/utils.rst | 23 + docs/source/conf.py | 18 +- docs/source/index.rst | 16 +- docs/source/installation.rst | 45 +- potpyri/__init__.py | 6 + potpyri/_version.py | 6 +- potpyri/instruments/BINOSPEC.py | 6 +- potpyri/instruments/DEIMOS.py | 6 +- potpyri/instruments/F2.py | 6 +- potpyri/instruments/FOURSTAR.py | 6 +- potpyri/instruments/GMOS.py | 6 +- potpyri/instruments/IMACS.py | 6 +- potpyri/instruments/LRIS.py | 6 +- potpyri/instruments/MMIRS.py | 6 +- potpyri/instruments/MOSFIRE.py | 6 +- potpyri/instruments/__init__.py | 25 ++ potpyri/instruments/instrument.py | 422 ++++++++++++++++-- potpyri/primitives/__init__.py | 1 + potpyri/primitives/absphot.py | 213 ++++++++- potpyri/primitives/calibration.py | 72 ++- potpyri/primitives/image_procs.py | 331 +++++++++++--- potpyri/primitives/photometry.py | 231 +++++++++- potpyri/primitives/solve_wcs.py | 247 ++++++---- potpyri/primitives/sort_files.py | 199 +++++++-- potpyri/scripts/__init__.py | 1 + potpyri/scripts/main_pipeline.py | 45 +- potpyri/utils/__init__.py | 1 + potpyri/utils/logger.py | 77 +++- potpyri/utils/options.py | 88 +++- potpyri/utils/utilities.py | 61 ++- tests/__init__.py | 1 + tests/test_absphot.py | 96 +++- tests/test_calibration.py | 20 +- tests/test_error.py | 8 +- tests/test_image_procs.py | 105 +++++ tests/test_init.py | 4 +- tests/test_photometry.py | 137 +++++- tests/test_sort.py | 121 ++++- tests/test_stack.py | 8 +- tests/test_staticmask.py | 4 +- tests/test_wcs.py | 116 +++-- tests/utils.py | 8 +- 70 files changed, 2871 insertions(+), 435 deletions(-) create mode 100644 CONTRIBUTING.md create mode 100644 docs/source/api/generated/potpyri.instruments.BINOSPEC.rst create mode 100644 docs/source/api/generated/potpyri.instruments.DEIMOS.rst create mode 100644 docs/source/api/generated/potpyri.instruments.F2.rst create mode 100644 docs/source/api/generated/potpyri.instruments.FOURSTAR.rst create mode 100644 docs/source/api/generated/potpyri.instruments.GMOS.rst create mode 100644 docs/source/api/generated/potpyri.instruments.IMACS.rst create mode 100644 docs/source/api/generated/potpyri.instruments.LRIS.rst create mode 100644 docs/source/api/generated/potpyri.instruments.MMIRS.rst create mode 100644 docs/source/api/generated/potpyri.instruments.MOSFIRE.rst create mode 100644 docs/source/api/generated/potpyri.instruments.instrument.rst create mode 100644 docs/source/api/generated/potpyri.primitives.absphot.rst create mode 100644 docs/source/api/generated/potpyri.primitives.calibration.rst create mode 100644 docs/source/api/generated/potpyri.primitives.image_procs.rst create mode 100644 docs/source/api/generated/potpyri.primitives.photometry.rst create mode 100644 docs/source/api/generated/potpyri.primitives.solve_wcs.rst create mode 100644 docs/source/api/generated/potpyri.primitives.sort_files.rst create mode 100644 docs/source/api/generated/potpyri.scripts.archives.download_anet_index.rst create mode 100644 docs/source/api/generated/potpyri.scripts.archives.download_gemini_data.rst create mode 100644 docs/source/api/generated/potpyri.scripts.archives.download_keck_data.rst create mode 100644 docs/source/api/generated/potpyri.scripts.main_pipeline.rst create mode 100644 docs/source/api/generated/potpyri.utils.logger.rst create mode 100644 docs/source/api/generated/potpyri.utils.options.rst create mode 100644 docs/source/api/generated/potpyri.utils.utilities.rst create mode 100644 docs/source/api/index.rst create mode 100644 docs/source/api/instruments.rst create mode 100644 docs/source/api/primitives.rst create mode 100644 docs/source/api/scripts.rst create mode 100644 docs/source/api/utils.rst create mode 100644 potpyri/scripts/__init__.py create mode 100644 tests/test_image_procs.py diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 00000000..afa1e085 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,26 @@ +# Contributing to POTPyRI + +Thank you for your interest in contributing to POTPyRI. We welcome issues, suggestions, and pull requests. + +## Reporting issues + +If you encounter a bug, have a question about usage, or have a feature request: + +- **GitHub Issues:** Open an issue at [github.com/CIERA-Transients/POTPyRI/issues](https://github.com/CIERA-Transients/POTPyRI/issues). Please include a clear description, steps to reproduce (for bugs), and your environment (Python version, instrument, OS) where relevant. +- **Email:** You can also contact the developers at `ckilpatrick@northwestern.edu` for matters you prefer not to discuss in the issue tracker. + +## Contributing code or documentation + +1. **Fork the repository** and create a branch from the default branch. +2. **Make your changes** and add or update tests if applicable. Run the test suite with `pytest tests` (use `pytest tests -m "not integration"` for offline runs). +3. **Open a pull request** against the main repository. Describe your changes clearly and reference any related issues. +4. **Code style:** Follow the existing style in the codebase. The project uses standard Python packaging and type hints where appropriate. + +Instrument-specific changes (e.g. new instruments or header/sorting logic) should include a brief justification and, if possible, a note in the PR description on how the change was tested. + +## Support + +- For **usage questions, bugs, or feature requests,** please open a [GitHub issue](https://github.com/CIERA-Transients/POTPyRI/issues). +- For **other inquiries** (e.g. collaboration, adding an instrument), you can contact the developers at `ckilpatrick@northwestern.edu`. + +We aim to respond to issues and pull requests in a timely manner; please allow at least a week for non-urgent responses. diff --git a/docs/source/api/generated/potpyri.instruments.BINOSPEC.rst b/docs/source/api/generated/potpyri.instruments.BINOSPEC.rst new file mode 100644 index 00000000..deb63187 --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.BINOSPEC.rst @@ -0,0 +1,12 @@ +potpyri.instruments.BINOSPEC +============================ + +.. automodule:: potpyri.instruments.BINOSPEC + + + .. rubric:: Classes + + .. autosummary:: + + BINOSPEC + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.instruments.DEIMOS.rst b/docs/source/api/generated/potpyri.instruments.DEIMOS.rst new file mode 100644 index 00000000..27a7de11 --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.DEIMOS.rst @@ -0,0 +1,12 @@ +potpyri.instruments.DEIMOS +========================== + +.. automodule:: potpyri.instruments.DEIMOS + + + .. rubric:: Classes + + .. autosummary:: + + DEIMOS + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.instruments.F2.rst b/docs/source/api/generated/potpyri.instruments.F2.rst new file mode 100644 index 00000000..f10245e5 --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.F2.rst @@ -0,0 +1,12 @@ +potpyri.instruments.F2 +====================== + +.. automodule:: potpyri.instruments.F2 + + + .. rubric:: Classes + + .. autosummary:: + + F2 + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.instruments.FOURSTAR.rst b/docs/source/api/generated/potpyri.instruments.FOURSTAR.rst new file mode 100644 index 00000000..c7db7637 --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.FOURSTAR.rst @@ -0,0 +1,12 @@ +potpyri.instruments.FOURSTAR +============================ + +.. automodule:: potpyri.instruments.FOURSTAR + + + .. rubric:: Classes + + .. autosummary:: + + FOURSTAR + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.instruments.GMOS.rst b/docs/source/api/generated/potpyri.instruments.GMOS.rst new file mode 100644 index 00000000..16fb68f7 --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.GMOS.rst @@ -0,0 +1,12 @@ +potpyri.instruments.GMOS +======================== + +.. automodule:: potpyri.instruments.GMOS + + + .. rubric:: Classes + + .. autosummary:: + + GMOS + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.instruments.IMACS.rst b/docs/source/api/generated/potpyri.instruments.IMACS.rst new file mode 100644 index 00000000..5b865994 --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.IMACS.rst @@ -0,0 +1,12 @@ +potpyri.instruments.IMACS +========================= + +.. automodule:: potpyri.instruments.IMACS + + + .. rubric:: Classes + + .. autosummary:: + + IMACS + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.instruments.LRIS.rst b/docs/source/api/generated/potpyri.instruments.LRIS.rst new file mode 100644 index 00000000..fdde83b4 --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.LRIS.rst @@ -0,0 +1,12 @@ +potpyri.instruments.LRIS +======================== + +.. automodule:: potpyri.instruments.LRIS + + + .. rubric:: Classes + + .. autosummary:: + + LRIS + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.instruments.MMIRS.rst b/docs/source/api/generated/potpyri.instruments.MMIRS.rst new file mode 100644 index 00000000..4599b64f --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.MMIRS.rst @@ -0,0 +1,12 @@ +potpyri.instruments.MMIRS +========================= + +.. automodule:: potpyri.instruments.MMIRS + + + .. rubric:: Classes + + .. autosummary:: + + MMIRS + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.instruments.MOSFIRE.rst b/docs/source/api/generated/potpyri.instruments.MOSFIRE.rst new file mode 100644 index 00000000..5b158658 --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.MOSFIRE.rst @@ -0,0 +1,12 @@ +potpyri.instruments.MOSFIRE +=========================== + +.. automodule:: potpyri.instruments.MOSFIRE + + + .. rubric:: Classes + + .. autosummary:: + + MOSFIRE + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.instruments.instrument.rst b/docs/source/api/generated/potpyri.instruments.instrument.rst new file mode 100644 index 00000000..8db422b0 --- /dev/null +++ b/docs/source/api/generated/potpyri.instruments.instrument.rst @@ -0,0 +1,12 @@ +potpyri.instruments.instrument +============================== + +.. automodule:: potpyri.instruments.instrument + + + .. rubric:: Classes + + .. autosummary:: + + Instrument + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.primitives.absphot.rst b/docs/source/api/generated/potpyri.primitives.absphot.rst new file mode 100644 index 00000000..0b0e9d4e --- /dev/null +++ b/docs/source/api/generated/potpyri.primitives.absphot.rst @@ -0,0 +1,18 @@ +potpyri.primitives.absphot +========================== + +.. automodule:: potpyri.primitives.absphot + + + .. rubric:: Functions + + .. autosummary:: + + find_zeropoint + + .. rubric:: Classes + + .. autosummary:: + + absphot + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.primitives.calibration.rst b/docs/source/api/generated/potpyri.primitives.calibration.rst new file mode 100644 index 00000000..3cbb1bfd --- /dev/null +++ b/docs/source/api/generated/potpyri.primitives.calibration.rst @@ -0,0 +1,14 @@ +potpyri.primitives.calibration +============================== + +.. automodule:: potpyri.primitives.calibration + + + .. rubric:: Functions + + .. autosummary:: + + do_bias + do_dark + do_flat + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.primitives.image_procs.rst b/docs/source/api/generated/potpyri.primitives.image_procs.rst new file mode 100644 index 00000000..8fd7da6c --- /dev/null +++ b/docs/source/api/generated/potpyri.primitives.image_procs.rst @@ -0,0 +1,22 @@ +potpyri.primitives.image\_procs +=============================== + +.. automodule:: potpyri.primitives.image_procs + + + .. rubric:: Functions + + .. autosummary:: + + add_stack_mask + align_images + create_error + create_mask + detrend_stack + generate_wcs + get_fieldcenter + image_proc + mask_satellites + remove_pv_distortion + stack_data + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.primitives.photometry.rst b/docs/source/api/generated/potpyri.primitives.photometry.rst new file mode 100644 index 00000000..db181eaf --- /dev/null +++ b/docs/source/api/generated/potpyri.primitives.photometry.rst @@ -0,0 +1,21 @@ +potpyri.primitives.photometry +============================= + +.. automodule:: potpyri.primitives.photometry + + + .. rubric:: Functions + + .. autosummary:: + + create_conv + create_params + do_phot + extract_aperture_stats + extract_fwhm_from_epsf + generate_epsf + get_star_catalog + photloop + run_photometry + run_sextractor + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.primitives.solve_wcs.rst b/docs/source/api/generated/potpyri.primitives.solve_wcs.rst new file mode 100644 index 00000000..d8f4a49e --- /dev/null +++ b/docs/source/api/generated/potpyri.primitives.solve_wcs.rst @@ -0,0 +1,15 @@ +potpyri.primitives.solve\_wcs +============================= + +.. automodule:: potpyri.primitives.solve_wcs + + + .. rubric:: Functions + + .. autosummary:: + + align_to_gaia + clean_up_astrometry + get_gaia_catalog + solve_astrometry + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.primitives.sort_files.rst b/docs/source/api/generated/potpyri.primitives.sort_files.rst new file mode 100644 index 00000000..f35e48f1 --- /dev/null +++ b/docs/source/api/generated/potpyri.primitives.sort_files.rst @@ -0,0 +1,19 @@ +potpyri.primitives.sort\_files +============================== + +.. automodule:: potpyri.primitives.sort_files + + + .. rubric:: Functions + + .. autosummary:: + + handle_files + is_bad + is_bias + is_dark + is_flat + is_science + is_spec + sort_files + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.scripts.archives.download_anet_index.rst b/docs/source/api/generated/potpyri.scripts.archives.download_anet_index.rst new file mode 100644 index 00000000..ae13be4b --- /dev/null +++ b/docs/source/api/generated/potpyri.scripts.archives.download_anet_index.rst @@ -0,0 +1,15 @@ +potpyri.scripts.archives.download\_anet\_index +============================================== + +.. automodule:: potpyri.scripts.archives.download_anet_index + + + .. rubric:: Functions + + .. autosummary:: + + add_options + download_index_files + main + parse_astrometry_config + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.scripts.archives.download_gemini_data.rst b/docs/source/api/generated/potpyri.scripts.archives.download_gemini_data.rst new file mode 100644 index 00000000..32d71499 --- /dev/null +++ b/docs/source/api/generated/potpyri.scripts.archives.download_gemini_data.rst @@ -0,0 +1,21 @@ +potpyri.scripts.archives.download\_gemini\_data +=============================================== + +.. automodule:: potpyri.scripts.archives.download_gemini_data + + + .. rubric:: Functions + + .. autosummary:: + + add_options + download_data + download_file + get_associated_cals + get_full_outname + get_observation_data + load_cookie + main + mask_object_spectral_observation + unpack_tarfile + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.scripts.archives.download_keck_data.rst b/docs/source/api/generated/potpyri.scripts.archives.download_keck_data.rst new file mode 100644 index 00000000..9d22967c --- /dev/null +++ b/docs/source/api/generated/potpyri.scripts.archives.download_keck_data.rst @@ -0,0 +1,16 @@ +potpyri.scripts.archives.download\_keck\_data +============================================= + +.. automodule:: potpyri.scripts.archives.download_keck_data + + + .. rubric:: Functions + + .. autosummary:: + + add_options + date_query + download_data + login + main + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.scripts.main_pipeline.rst b/docs/source/api/generated/potpyri.scripts.main_pipeline.rst new file mode 100644 index 00000000..e64bdcc2 --- /dev/null +++ b/docs/source/api/generated/potpyri.scripts.main_pipeline.rst @@ -0,0 +1,13 @@ +potpyri.scripts.main\_pipeline +============================== + +.. automodule:: potpyri.scripts.main_pipeline + + + .. rubric:: Functions + + .. autosummary:: + + main + main_pipeline + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.utils.logger.rst b/docs/source/api/generated/potpyri.utils.logger.rst new file mode 100644 index 00000000..40f4f49f --- /dev/null +++ b/docs/source/api/generated/potpyri.utils.logger.rst @@ -0,0 +1,20 @@ +potpyri.utils.logger +==================== + +.. automodule:: potpyri.utils.logger + + + .. rubric:: Functions + + .. autosummary:: + + formatter_message + get_log + + .. rubric:: Classes + + .. autosummary:: + + ColoredFormatter + ColoredLogger + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.utils.options.rst b/docs/source/api/generated/potpyri.utils.options.rst new file mode 100644 index 00000000..533a8228 --- /dev/null +++ b/docs/source/api/generated/potpyri.utils.options.rst @@ -0,0 +1,16 @@ +potpyri.utils.options +===================== + +.. automodule:: potpyri.utils.options + + + .. rubric:: Functions + + .. autosummary:: + + add_options + add_paths + init_options + initialize_telescope + test_for_dependencies + \ No newline at end of file diff --git a/docs/source/api/generated/potpyri.utils.utilities.rst b/docs/source/api/generated/potpyri.utils.utilities.rst new file mode 100644 index 00000000..772010f2 --- /dev/null +++ b/docs/source/api/generated/potpyri.utils.utilities.rst @@ -0,0 +1,14 @@ +potpyri.utils.utilities +======================= + +.. automodule:: potpyri.utils.utilities + + + .. rubric:: Functions + + .. autosummary:: + + find_catalog + is_number + parse_coord + \ No newline at end of file diff --git a/docs/source/api/index.rst b/docs/source/api/index.rst new file mode 100644 index 00000000..023ffb9a --- /dev/null +++ b/docs/source/api/index.rst @@ -0,0 +1,35 @@ +.. _api-reference: + +API Reference +============= + +This section documents the public API of POTPyRI, generated from docstrings +in the source code. + +Instruments +----------- +.. toctree:: + :maxdepth: 2 + + instruments + +Primitives (calibration, image processing, WCS, photometry) +------------------------------------------------------------ +.. toctree:: + :maxdepth: 2 + + primitives + +Utilities (options, paths, logging) +----------------------------------- +.. toctree:: + :maxdepth: 2 + + utils + +Scripts (pipeline and archive downloaders) +------------------------------------------ +.. toctree:: + :maxdepth: 2 + + scripts diff --git a/docs/source/api/instruments.rst b/docs/source/api/instruments.rst new file mode 100644 index 00000000..593e55c0 --- /dev/null +++ b/docs/source/api/instruments.rst @@ -0,0 +1,39 @@ +.. _api-instruments: + +Instruments +=========== + +Instrument implementations and factory for POTPyRI. Each instrument module +defines a subclass of :class:`~potpyri.instruments.instrument.Instrument` with +detector keywords, calibration behavior, and file-sorting rules. + +Package overview +---------------- +.. automodule:: potpyri.instruments + :members: + :imported-members: + :no-undoc-members: + +Instrument base class +--------------------- +.. autosummary:: + :toctree: generated/ + :template: autosummary/module.rst + + potpyri.instruments.instrument + +Instrument modules +------------------ +.. autosummary:: + :toctree: generated/ + :template: autosummary/module.rst + + potpyri.instruments.BINOSPEC + potpyri.instruments.DEIMOS + potpyri.instruments.F2 + potpyri.instruments.FOURSTAR + potpyri.instruments.GMOS + potpyri.instruments.IMACS + potpyri.instruments.LRIS + potpyri.instruments.MMIRS + potpyri.instruments.MOSFIRE diff --git a/docs/source/api/primitives.rst b/docs/source/api/primitives.rst new file mode 100644 index 00000000..7e97b1da --- /dev/null +++ b/docs/source/api/primitives.rst @@ -0,0 +1,28 @@ +.. _api-primitives: + +Primitives +========== + +POTPyRI primitives handle calibration, image processing, file sorting, +WCS solving, photometry, and absolute photometry (zeropoint fitting). +All of these are used by the main pipeline. + +Package overview +---------------- +.. automodule:: potpyri.primitives + :members: + :imported-members: + :no-undoc-members: + +Modules +------- +.. autosummary:: + :toctree: generated/ + :template: autosummary/module.rst + + potpyri.primitives.absphot + potpyri.primitives.calibration + potpyri.primitives.image_procs + potpyri.primitives.photometry + potpyri.primitives.solve_wcs + potpyri.primitives.sort_files diff --git a/docs/source/api/scripts.rst b/docs/source/api/scripts.rst new file mode 100644 index 00000000..8cb00e4c --- /dev/null +++ b/docs/source/api/scripts.rst @@ -0,0 +1,24 @@ +.. _api-scripts: + +Scripts +======= + +Entry-point scripts: the main reduction pipeline and archive download utilities. + +Main pipeline +------------- +.. autosummary:: + :toctree: generated/ + :template: autosummary/module.rst + + potpyri.scripts.main_pipeline + +Archive downloaders +-------------------- +.. autosummary:: + :toctree: generated/ + :template: autosummary/module.rst + + potpyri.scripts.archives.download_anet_index + potpyri.scripts.archives.download_keck_data + potpyri.scripts.archives.download_gemini_data diff --git a/docs/source/api/utils.rst b/docs/source/api/utils.rst new file mode 100644 index 00000000..afec60bc --- /dev/null +++ b/docs/source/api/utils.rst @@ -0,0 +1,23 @@ +.. _api-utils: + +Utilities +========= + +Utilities for option parsing, path setup, logging, and general helpers. + +Package overview +---------------- +.. automodule:: potpyri.utils + :members: + :imported-members: + :no-undoc-members: + +Modules +------- +.. autosummary:: + :toctree: generated/ + :template: autosummary/module.rst + + potpyri.utils.logger + potpyri.utils.options + potpyri.utils.utilities diff --git a/docs/source/conf.py b/docs/source/conf.py index ee66f333..7bfec636 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -3,7 +3,8 @@ # For the full list of built-in configuration values, see the documentation: # https://www.sphinx-doc.org/en/master/usage/configuration.html -import sys, os +import sys +import os sys.path.insert(0, os.path.abspath("../..")) import potpyri @@ -22,6 +23,7 @@ extensions = [ 'sphinx.ext.doctest', 'sphinx.ext.autodoc', + 'sphinx.ext.napoleon', # NumPy/Google-style docstrings 'sphinx.ext.intersphinx', 'sphinx.ext.todo', 'sphinx.ext.coverage', @@ -33,11 +35,17 @@ 'nbsphinx', ] -autosummary_generate = True # Generate autosummary stubs automatically +# Napoleon settings for NumPy-style docstrings (used throughout potpyri) +napoleon_use_param = True +napoleon_use_rtype = True +napoleon_preprocess_types = True + +autosummary_generate = True autodoc_default_options = { - 'members': True, # Include all class members - 'undoc-members': False, # Include undocumented members - 'show-inheritance': True, # Show class inheritance + 'members': True, + 'undoc-members': False, + 'show-inheritance': True, + 'inherited-members': False, } templates_path = ['_templates'] diff --git a/docs/source/index.rst b/docs/source/index.rst index f8a8d7e8..72c22363 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -3,10 +3,22 @@ POTPyRI Documentation ********************* POTPyRI is a data reduction pipeline for imaging from large aperture telescopes. +It provides instrument-specific reduction workflows for bias, dark, and flat +calibration; image alignment and stacking; WCS solving with astrometry.net; +photometry with photutils; and flux calibration with astroquery. -Installation -============ +Contents +======== .. toctree:: + :maxdepth: 2 installation + api/index + +Indices and tables +================== + +* :ref:`genindex` +* :ref:`modindex` +* :ref:`search` diff --git a/docs/source/installation.rst b/docs/source/installation.rst index 97681c5c..f2da5374 100644 --- a/docs/source/installation.rst +++ b/docs/source/installation.rst @@ -1,24 +1,57 @@ Installation ============ +POTPyRI requires **Python 3.11 or later**. + +From PyPI +--------- + +.. code-block:: bash + + pip install potpyri + +From source (development) +-------------------------- + 1. Clone the repository: .. code-block:: bash git clone https://github.com/CIERA-Transients/POTPyRI + cd POTPyRI -2. Create and activate a virtual environment. Anaconda and Python 3.12 are recommended, but not required. +2. Create and activate a virtual environment (conda or venv). Python 3.12 is recommended. .. code-block:: bash - conda create -n "potpyri" python=3.12 + conda create -n potpyri python=3.12 conda activate potpyri -3. Install live version with pip: + # Or with venv: + # python3.12 -m venv .venv && source .venv/bin/activate # Linux/macOS + +3. Install in editable mode with optional dependencies: + +.. code-block:: bash + + pip install -e . # core package + pip install -e ".[test]" # add pytest, pytest-cov for testing + pip install -e ".[docs]" # add Sphinx and theme for building docs + +The ``-e`` (editable) flag uses the current directory as the live source, so changes are picked up without reinstalling. + +Non-Python dependencies +------------------------ + +The pipeline uses **astrometry.net** and **Source Extractor** (SExtractor). Install them via your system package manager or conda (see the main README). Index files for astrometry.net can be installed with the ``download_anet_index`` script after astrometry.net is on your path. + +Building the documentation +--------------------------- + +With ``.[docs]`` installed, from the project root: .. code-block:: bash - cd POTPyRI - pip install -e . + cd docs && make html -Specifically, the ``-e`` (editable) flag uses the specified directory as the "live" source code, and does not copy it to the usual site-packages directory. +Output is in ``docs/build/html/``. On Windows use ``make.bat html``. diff --git a/potpyri/__init__.py b/potpyri/__init__.py index e243cffc..e4d7f830 100755 --- a/potpyri/__init__.py +++ b/potpyri/__init__.py @@ -1,3 +1,9 @@ +"""POTPyRI: Data reduction pipeline for imaging from large aperture telescopes. + +This package provides instrument-specific reduction workflows for bias, dark, +flat calibration, image alignment, stacking, WCS solving, and photometry. +""" + from ._version import version as __version__ from .instruments import * diff --git a/potpyri/_version.py b/potpyri/_version.py index 22dafcc6..cd91d8bc 100644 --- a/potpyri/_version.py +++ b/potpyri/_version.py @@ -28,7 +28,7 @@ commit_id: COMMIT_ID __commit_id__: COMMIT_ID -__version__ = version = '1.0.14.dev19' -__version_tuple__ = version_tuple = (1, 0, 14, 'dev19') +__version__ = version = '1.0.14.dev72' +__version_tuple__ = version_tuple = (1, 0, 14, 'dev72') -__commit_id__ = commit_id = 'gcb4d08580' +__commit_id__ = commit_id = 'g5537fd6c5' diff --git a/potpyri/instruments/BINOSPEC.py b/potpyri/instruments/BINOSPEC.py index 30b466ba..d90cdaa6 100755 --- a/potpyri/instruments/BINOSPEC.py +++ b/potpyri/instruments/BINOSPEC.py @@ -1,6 +1,5 @@ -# Parameter file for BINOSPEC/MMT - -__version__ = "2.0" # Last edited 09/21/2024 +"""BINOSPEC/MMT instrument configuration and reduction parameters.""" +from potpyri._version import __version__ import os import ccdproc @@ -16,6 +15,7 @@ from . import instrument class BINOSPEC(instrument.Instrument): + """BINOSPEC at MMT: optical imaging with flat calibration, no bias/dark.""" def __init__(self): diff --git a/potpyri/instruments/DEIMOS.py b/potpyri/instruments/DEIMOS.py index 88381014..3db0835b 100755 --- a/potpyri/instruments/DEIMOS.py +++ b/potpyri/instruments/DEIMOS.py @@ -1,6 +1,5 @@ -# Parameter file for DEIMOS/Keck - -__version__ = "2.0" # Last edited 09/21/2024 +"""DEIMOS/Keck instrument configuration and reduction parameters.""" +from potpyri._version import __version__ import os import ccdproc @@ -16,6 +15,7 @@ from . import instrument class DEIMOS(instrument.Instrument): + """DEIMOS at Keck: optical imaging with bias and flat calibration.""" def __init__(self): diff --git a/potpyri/instruments/F2.py b/potpyri/instruments/F2.py index 65e0bf5b..b8529eec 100755 --- a/potpyri/instruments/F2.py +++ b/potpyri/instruments/F2.py @@ -1,6 +1,5 @@ -# Parameter file for F2/Gemini-S - -__version__ = "1.0" # Last edited 11/23/2024 +"""F2/Gemini-S instrument configuration and reduction parameters.""" +from potpyri._version import __version__ import os import ccdproc @@ -15,6 +14,7 @@ from . import instrument class F2(instrument.Instrument): + """F2 at Gemini-South: NIR imaging with dark and flat calibration.""" def __init__(self): diff --git a/potpyri/instruments/FOURSTAR.py b/potpyri/instruments/FOURSTAR.py index 90e9faa8..6c7c9d75 100755 --- a/potpyri/instruments/FOURSTAR.py +++ b/potpyri/instruments/FOURSTAR.py @@ -1,6 +1,5 @@ -# Parameter file for Magellan/IMACS - -__version__ = "1.0" # Last edited 02/13/2025 +"""FourStar/Magellan instrument configuration and reduction parameters.""" +from potpyri._version import __version__ import os import ccdproc @@ -15,6 +14,7 @@ from . import instrument class FOURSTAR(instrument.Instrument): + """FourStar at Magellan: NIR imaging with flat calibration.""" def __init__(self): diff --git a/potpyri/instruments/GMOS.py b/potpyri/instruments/GMOS.py index 0231afb7..0a094dbb 100755 --- a/potpyri/instruments/GMOS.py +++ b/potpyri/instruments/GMOS.py @@ -1,6 +1,5 @@ -# Parameter file for GMOS/Gemini - -__version__ = "2.1" # Last edited 09/29/2024 +"""GMOS/Gemini instrument configuration and reduction parameters.""" +from potpyri._version import __version__ import os import ccdproc @@ -18,6 +17,7 @@ from . import instrument class GMOS(instrument.Instrument): + """GMOS at Gemini: optical imaging with bias and flat calibration.""" def __init__(self): diff --git a/potpyri/instruments/IMACS.py b/potpyri/instruments/IMACS.py index 11c52e41..1865e3f1 100755 --- a/potpyri/instruments/IMACS.py +++ b/potpyri/instruments/IMACS.py @@ -1,6 +1,5 @@ -# Parameter file for Magellan/IMACS - -__version__ = "1.0" # Last edited 02/13/2025 +"""IMACS/Magellan instrument configuration and reduction parameters.""" +from potpyri._version import __version__ import os import ccdproc @@ -16,6 +15,7 @@ from . import instrument class IMACS(instrument.Instrument): + """IMACS at Magellan: optical imaging with bias and flat calibration.""" def __init__(self): diff --git a/potpyri/instruments/LRIS.py b/potpyri/instruments/LRIS.py index 7a278340..1e191296 100755 --- a/potpyri/instruments/LRIS.py +++ b/potpyri/instruments/LRIS.py @@ -1,6 +1,5 @@ -# Parameter file for LRIS/Keck - -__version__ = "2.1" # Last edited 05/16/2025 +"""LRIS/Keck instrument configuration and reduction parameters.""" +from potpyri._version import __version__ import os import ccdproc @@ -17,6 +16,7 @@ from . import instrument class LRIS(instrument.Instrument): + """LRIS at Keck: optical imaging with bias and flat calibration.""" def __init__(self): diff --git a/potpyri/instruments/MMIRS.py b/potpyri/instruments/MMIRS.py index f5730492..968d21c4 100755 --- a/potpyri/instruments/MMIRS.py +++ b/potpyri/instruments/MMIRS.py @@ -1,6 +1,5 @@ -# Parameter file for MMIRS/MMT - -__version__ = "2.0" # Last edited 09/21/2024 +"""MMIRS/MMT instrument configuration and reduction parameters.""" +from potpyri._version import __version__ import os import ccdproc @@ -15,6 +14,7 @@ from . import instrument class MMIRS(instrument.Instrument): + """MMIRS at MMT: NIR imaging with flat calibration.""" def __init__(self): diff --git a/potpyri/instruments/MOSFIRE.py b/potpyri/instruments/MOSFIRE.py index 88f7170b..e4250da8 100755 --- a/potpyri/instruments/MOSFIRE.py +++ b/potpyri/instruments/MOSFIRE.py @@ -1,6 +1,5 @@ -# Parameter file for MOSFIRE/Keck - -__version__ = "2.0" # Last edited 09/21/2024 +"""MOSFIRE/Keck instrument configuration and reduction parameters.""" +from potpyri._version import __version__ import os import ccdproc @@ -15,6 +14,7 @@ from . import instrument class MOSFIRE(instrument.Instrument): + """MOSFIRE at Keck: NIR imaging with flat calibration.""" def __init__(self): diff --git a/potpyri/instruments/__init__.py b/potpyri/instruments/__init__.py index 52f2ea0d..d3a721be 100755 --- a/potpyri/instruments/__init__.py +++ b/potpyri/instruments/__init__.py @@ -1,3 +1,9 @@ +"""Instrument implementations and factory for POTPyRI. + +Each instrument module defines a subclass of Instrument with detector keywords, +calibration behavior, and file-sorting rules. New instruments must be added +here and to __all__. +""" from . import BINOSPEC from . import DEIMOS from . import F2 @@ -13,7 +19,26 @@ def instrument_getter(instname, log=None): + """Return an Instrument instance for the given instrument name. + + Parameters + ---------- + instname : str + Instrument name (e.g. 'GMOS', 'LRIS', 'BINOSPEC'). + log : ColoredLogger, optional + Logger for error messages. If None, raises Exception on unsupported + instrument. + + Returns + ------- + Instrument + Subclass instance for the requested instrument. + Raises + ------ + Exception + If instname is not in __all__ and log is None. + """ instname = instname.upper() if instname not in __all__: diff --git a/potpyri/instruments/instrument.py b/potpyri/instruments/instrument.py index 3a0a76c3..074ced65 100755 --- a/potpyri/instruments/instrument.py +++ b/potpyri/instruments/instrument.py @@ -1,6 +1,11 @@ -# Basic instrument class +"""Base instrument class and shared reduction logic for POTPyRI. -__version__ = "1.2" # Last edited 09/29/2024 +Defines detector keywords, calibration flags, file naming, and methods for +importing/processing science frames, building master bias/dark/flat, and +loading static masks. Subclasses (GMOS, LRIS, BINOSPEC, etc.) set +instrument-specific attributes. +""" +from potpyri._version import __version__ import os import astropy @@ -20,9 +25,13 @@ from astropy.stats import SigmaClip from astropy.time import Time -# Generic instrument class for POTPyRI - class Instrument(object): + """Base class for all POTPyRI instruments. + + Holds detector parameters (gain, rdnoise, pixscale, saturation), header + keyword names, file-sorting rules, and methods for calibration and + science processing. Subclasses override attributes as needed. + """ def __init__(self): @@ -99,8 +108,21 @@ def __init__(self): # Default final image size for binning of 1x1 self.out_size = 5000 - # Match file type keywords to file table def match_type_keywords(self, kwds, file_table): + """Return a boolean mask of file_table rows whose Type is in kwds. + + Parameters + ---------- + kwds : str + Comma-separated type names (e.g. 'SCIENCE', 'FLAT'). + file_table : astropy.table.Table + File list table with 'Type' column. + + Returns + ------- + np.ndarray + Boolean mask, True where file_table['Type'] is in kwds. + """ masks = [] for kwd in kwds.split(','): masks.append(file_table['Type']==kwd) @@ -110,45 +132,88 @@ def match_type_keywords(self, kwds, file_table): return(mask) - # Determine whether sky subtraction is needed for the current reduction def needs_sky_subtraction(self, filt): - # Default is to do sky subtraction for all NIR cameras + """Return True if sky subtraction should be run for this filter. + + Parameters + ---------- + filt : str + Filter name (e.g. 'r', 'J'). + + Returns + ------- + bool + True for NIR wavelength instruments, False otherwise. + """ if self.wavelength=='NIR': return(True) else: return(False) - # Get pixel scale for imagers with varying focal ratios (e.g., IMACS) def get_pixscale(self): + """Return pixel scale in arcsec/pixel. + + Returns + ------- + float or None + Pixel scale; may vary by mode in subclasses. + """ return(self.pixscale) - # Use these if a single value is needed for gain, rdnoise, etc. def get_rdnoise(self, hdr): + """Return read noise value(s) for the detector/amplifier. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header (may be used in subclasses for amp-dependent values). + + Returns + ------- + float or list + Read noise in electrons. + """ return(self.rdnoise) def get_gain(self, hdr): + """Return gain value(s) for the detector/amplifier. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header (may be used in subclasses for amp-dependent values). + + Returns + ------- + float or list + Gain in e-/ADU. + """ return(self.gain) - # Get specific header keywords from file def get_target(self, hdr): + """Return target name from header (target_keyword), spaces stripped.""" return(hdr[self.target_keyword].replace(' ','')) def get_filter(self, hdr): + """Return filter name from header; leading segment before underscore.""" filt = hdr[self.filter_keyword] filt = filt.replace(' ','') filt = filt.split('_')[0] return(filt) def get_exptime(self, hdr): + """Return exposure time from header (exptime_keyword).""" return(hdr[self.exptime_keyword]) def get_ampl(self, hdr): + """Return amplifier identifier from header as string.""" if self.amp_keyword in hdr.keys(): return(str(hdr[self.amp_keyword])) else: return(str(self.amp_keyword)) def get_binning(self, hdr): + """Return binning string from header (e.g. '11', '22'), normalized and no 'x'.""" if self.bin_keyword in hdr.keys(): binn = str(hdr[self.bin_keyword]).lower().replace(' ','') binn = binn.replace('x','') @@ -158,18 +223,34 @@ def get_binning(self, hdr): return(self.bin_keyword) def get_out_size(self, hdr): + """Return output image size (pixels) for this binning (out_size / binn).""" binn = int(str(self.get_binning(hdr))[0]) out_size = int(self.out_size/binn) return(out_size) def get_time(self, hdr): + """Return MJD from header (mjd_keyword) as float.""" return(float(hdr[self.mjd_keyword])) def get_instrument_name(self, hdr): + """Return instrument name (lowercase) for paths/filenames.""" return(self.name.lower()) def get_staticmask_filename(self, hdr, paths): - + """Return path(s) to the static bad-pixel mask FITS for this instrument/binning. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header (for binning and instrument). + paths : dict + Paths dict with 'code' key (package root). + + Returns + ------- + list + One-element list with path to staticmask FITS, or [None] if not found. + """ instname = self.get_instrument_name(hdr) binn = self.get_binning(hdr) @@ -182,9 +263,24 @@ def get_staticmask_filename(self, hdr, paths): return([None]) def get_catalog(self, hdr): + """Return catalog name for zeropoint (e.g. 'PS1').""" return(self.catalog_zp) def format_datasec(self, sec_string, binning=1): + """Convert datasec string to binned pixel bounds (e.g. '[1:100,1:200]'). + + Parameters + ---------- + sec_string : str + Data section string like '[x1:x2,y1:y2]'. + binning : int, optional + Binning factor. Default is 1. + + Returns + ------- + str + Reformatted section string with binned limits. + """ sec_string = sec_string.replace('[','').replace(']','') x,y = sec_string.split(',') x1,x2 = x.split(':') @@ -202,13 +298,14 @@ def format_datasec(self, sec_string, binning=1): return(sec_string) def raw_format(self, proc): + """Return glob pattern for raw files (e.g. 'sci_img_*.fits' or 'sci_img*[!proc].fits').""" if proc: return('sci_img_*.fits') else: return('sci_img*[!proc].fits') def get_stk_name(self, hdr, red_path): - + """Return full path for stacked output FITS (target.filter.utYYMMDD.amp.binn.stk.fits).""" target = self.get_target(hdr) fil = self.get_filter(hdr) amp = self.get_ampl(hdr) @@ -222,7 +319,7 @@ def get_stk_name(self, hdr, red_path): return(fullfilename) def get_sci_name(self, hdr, red_path): - + """Return full path for single-extension science FITS.""" target = self.get_target(hdr) fil = self.get_filter(hdr) amp = self.get_ampl(hdr) @@ -237,29 +334,54 @@ def get_sci_name(self, hdr, red_path): return(fullfilename) def get_bkg_name(self, hdr, red_path): - + """Return full path for background FITS (sci name with _bkg.fits).""" sci_name = self.get_sci_name(hdr, red_path) bkg_filename = sci_name.replace('.fits','_bkg.fits') return(bkg_filename) def get_mbias_name(self, paths, amp, binn): + """Return path for master bias FITS (paths['cal']/mbias_amp_binn.fits).""" red_path = paths['cal'] return(os.path.join(red_path, f'mbias_{amp}_{binn}.fits')) def get_mdark_name(self, paths, amp, binn): + """Return path for master dark FITS.""" red_path = paths['cal'] return(os.path.join(red_path, f'mdark_{amp}_{binn}.fits')) def get_mflat_name(self, paths, fil, amp, binn): + """Return path for master flat FITS (filter, amp, binning).""" red_path = paths['cal'] return(os.path.join(red_path, f'mflat_{fil}_{amp}_{binn}.fits')) def get_msky_name(self, paths, fil, amp, binn): + """Return path for master sky FITS.""" red_path = paths['cal'] return(os.path.join(red_path, f'msky_{fil}_{amp}_{binn}.fits')) def load_bias(self, paths, amp, binn): + """Load master bias CCDData for given amp and binning. + + Parameters + ---------- + paths : dict + Paths dict (cal key). + amp : str + Amplifier identifier. + binn : str + Binning string. + + Returns + ------- + ccdproc.CCDData + Master bias in electrons. + + Raises + ------ + Exception + If master bias file not found. + """ bias = self.get_mbias_name(paths, amp, binn) if os.path.exists(bias): mbias = CCDData.read(bias) @@ -271,6 +393,27 @@ def load_bias(self, paths, amp, binn): return(mbias) def load_dark(self, paths, amp, binn): + """Load master dark CCDData for given amp and binning. + + Parameters + ---------- + paths : dict + Paths dict (cal key). + amp : str + Amplifier identifier. + binn : str + Binning string. + + Returns + ------- + ccdproc.CCDData + Master dark in electrons. + + Raises + ------ + Exception + If master dark file not found. + """ dark = self.get_mdark_name(paths, amp, binn) if os.path.exists(dark): mdark = CCDData.read(dark) @@ -282,6 +425,29 @@ def load_dark(self, paths, amp, binn): return(mdark) def load_flat(self, paths, fil, amp, binn): + """Load master flat CCDData for given filter, amp, and binning. + + Parameters + ---------- + paths : dict + Paths dict (cal key). + fil : str + Filter name. + amp : str + Amplifier identifier. + binn : str + Binning string. + + Returns + ------- + ccdproc.CCDData + Master flat (normalized). + + Raises + ------ + Exception + If master flat file not found. + """ flat = self.get_mflat_name(paths, fil, amp, binn) if os.path.exists(flat): mflat = CCDData.read(flat) @@ -293,6 +459,29 @@ def load_flat(self, paths, fil, amp, binn): return(mflat) def load_sky(self, paths, fil, amp, binn): + """Load master sky CCDData for given filter, amp, and binning. + + Parameters + ---------- + paths : dict + Paths dict (cal key). + fil : str + Filter name. + amp : str + Amplifier identifier. + binn : str + Binning string. + + Returns + ------- + ccdproc.CCDData + Master sky (normalized). + + Raises + ------ + Exception + If master sky file not found. + """ sky = self.get_msky_name(paths, fil, amp, binn) if os.path.exists(sky): msky = CCDData.read(sky) @@ -304,6 +493,22 @@ def load_sky(self, paths, fil, amp, binn): return(msky) def import_image(self, filename, amp, log=None): + """Load raw multi-extension FITS and return processed CCDData (bias/overscan/trim/gain). + + Parameters + ---------- + filename : str + Path to raw FITS file. + amp : str + Amplifier identifier (number of extensions). + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + ccdproc.CCDData + Processed frame in electrons (single combined image). + """ filename = os.path.abspath(filename) if log: log.info(f'Loading file: {filename}') @@ -326,6 +531,20 @@ def import_image(self, filename, amp, log=None): return(frame_full) def import_sci_image(self, filename, log=None): + """Load a single science FITS as CCDData (no overscan/trim; already reduced). + + Parameters + ---------- + filename : str + Path to FITS file. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + ccdproc.CCDData + Science frame. + """ filename = os.path.abspath(filename) if log: log.info(f'Loading file: {filename}') @@ -335,7 +554,28 @@ def import_sci_image(self, filename, log=None): def create_bias(self, bias_list, amp, binn, paths, log=None, **kwargs): - + """Combine bias frames into master bias and write to paths['cal']. + + Parameters + ---------- + bias_list : list of str + Paths to bias FITS files. + amp : str + Amplifier identifier. + binn : str + Binning string. + paths : dict + Paths dict (cal key). + log : ColoredLogger, optional + Logger for progress. + **kwargs + Unused; for subclass compatibility. + + Returns + ------- + None + Master bias written via get_mbias_name. + """ if log: log.info(f'Processing bias files with {amp} amps and {binn} binning.') log.info(f'{len(bias_list)} files found.') @@ -381,7 +621,28 @@ def create_bias(self, bias_list, amp, binn, paths, return def create_dark(self, dark_list, amp, binn, paths, mbias=None, log=None): - + """Combine dark frames (with optional bias subtraction) and write master dark. + + Parameters + ---------- + dark_list : list of str + Paths to dark FITS files. + amp : str + Amplifier identifier. + binn : str + Binning string. + paths : dict + Paths dict (cal key). + mbias : ccdproc.CCDData, optional + Master bias to subtract before combining. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + None + Master dark written via get_mdark_name. + """ if log: log.info(f'Processing dark files with {amp} amps and {binn} binning.') log.info(f'{len(dark_list)} files found.') @@ -429,9 +690,38 @@ def create_dark(self, dark_list, amp, binn, paths, mbias=None, log=None): return - def create_flat(self, flat_list, fil, amp, binn, paths, mbias=None, + def create_flat(self, flat_list, fil, amp, binn, paths, mbias=None, mdark=None, is_science=False, log=None, **kwargs): - + """Combine flat frames (bias/dark subtract, normalize) and write master flat. + + Parameters + ---------- + flat_list : list of str + Paths to flat FITS files. + fil : str + Filter name. + amp : str + Amplifier identifier. + binn : str + Binning string. + paths : dict + Paths dict (cal key). + mbias : ccdproc.CCDData, optional + Master bias to subtract. + mdark : ccdproc.CCDData, optional + Master dark to subtract. + is_science : bool, optional + If True, mask high pixels as for science. Default is False. + log : ColoredLogger, optional + Logger for progress. + **kwargs + Unused; for subclass compatibility. + + Returns + ------- + None + Master flat written via get_mflat_name. + """ if log: log.info(f'Processing files for filter: {fil}') log.info(f'{len(flat_list)} files found.') @@ -514,7 +804,30 @@ def create_flat(self, flat_list, fil, amp, binn, paths, mbias=None, return def create_sky(self, sky_list, fil, amp, binn, paths, log=None, **kwargs): - + """Combine sky frames (normalize by median) and write master sky. + + Parameters + ---------- + sky_list : list of str + Paths to sky FITS files. + fil : str + Filter name. + amp : str + Amplifier identifier. + binn : str + Binning string. + paths : dict + Paths dict (cal key). + log : ColoredLogger, optional + Logger for progress. + **kwargs + Unused; for subclass compatibility. + + Returns + ------- + None + Master sky written via get_msky_name. + """ if log: log.info(f'Processing files for filter: {fil}') log.info(f'{len(sky_list)} files found.') @@ -574,22 +887,48 @@ def create_sky(self, sky_list, fil, amp, binn, paths, log=None, **kwargs): return def load_staticmask(self, hdr, paths): - + """Load the static mask array for this instrument and binning. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header (for binning and instrument name). + paths : dict + Paths dict with 'code' key. + + Returns + ------- + np.ndarray or None + Boolean mask from static mask FITS extension [1], or None if not found. + """ satmask_filename = self.get_staticmask_filename(hdr, paths) - if (satmask_filename is not None and - len(satmask_filename)>0 and + if (satmask_filename is not None and + len(satmask_filename) > 0 and satmask_filename[0] is not None and os.path.exists(satmask_filename[0])): - hdu = fits.open(satmask_filename[0]) - satmask = hdu[1].data.astype(bool) + with fits.open(satmask_filename[0]) as hdu: + satmask = hdu[1].data.astype(bool) else: satmask = None return(satmask) def expand_mask(self, input_data, input_mask=None): - + """Build combined mask from NaN, inf, zero pixels and optional input mask. + + Parameters + ---------- + input_data : ccdproc.CCDData + Image data (input_data.data used). + input_mask : np.ndarray, optional + Boolean mask to OR with bad-pixel mask. + + Returns + ------- + np.ndarray + Boolean mask (True = bad). + """ # Get image statistics mean, median, stddev = sigma_clipped_stats(input_data.data) @@ -608,7 +947,38 @@ def expand_mask(self, input_data, input_mask=None): def process_science(self, sci_list, fil, amp, binn, paths, mbias=None, mflat=None, mdark=None, skip_skysub=False, save_bkg=False, log=None): - + """Reduce science frames: bias/dark/flat, optional sky subtraction; return CCDData list. + + Parameters + ---------- + sci_list : list of str + Paths to science FITS files. + fil : str + Filter name. + amp : str + Amplifier identifier. + binn : str + Binning string. + paths : dict + Paths dict (work, cal, etc.). + mbias : ccdproc.CCDData, optional + Master bias. + mflat : ccdproc.CCDData, optional + Master flat. + mdark : ccdproc.CCDData, optional + Master dark. + skip_skysub : bool, optional + If True, skip 2D background subtraction. Default is False. + save_bkg : bool, optional + If True, save background model. Default is False. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + list of ccdproc.CCDData + Reduced science frames (each with FILENAME in header). + """ processed = [] processed_names = [] for sci in sorted(sci_list): diff --git a/potpyri/primitives/__init__.py b/potpyri/primitives/__init__.py index 5cbb124d..5cf4896a 100755 --- a/potpyri/primitives/__init__.py +++ b/potpyri/primitives/__init__.py @@ -1,3 +1,4 @@ +"""POTPyRI primitives: calibration, image processing, sorting, WCS, photometry, absphot.""" from . import absphot from . import calibration from . import image_procs diff --git a/potpyri/primitives/absphot.py b/potpyri/primitives/absphot.py index 5430ae9d..fdf55801 100755 --- a/potpyri/primitives/absphot.py +++ b/potpyri/primitives/absphot.py @@ -1,12 +1,27 @@ -"Function for calculating zero points during flux calibration." -"Authors: Kerry Paterson, Charlie Kilpatrick" +"""Absolute photometry zeropoint calibration using catalog magnitudes. -__version__ = "1.0" # Last updated on 03/10/2025 +Queries Vizier (e.g. PS1), matches sources, and fits zeropoint via +iterative ODR. Writes ZPTMAG and related keywords to the stack header. +Uses multiple Vizier mirrors (CDS, Tokyo, CfA, INASAN, IUCAA, IDIA) with +fallback when the first attempt fails. +Authors: Kerry Paterson, Charlie Kilpatrick. +""" +from potpyri._version import __version__ import numpy as np from astroquery.vizier import Vizier from astropy import units as u + +# Vizier mirror servers (hostnames only); tried in order when a query fails. +VIZIER_MIRRORS = [ + 'vizier.cds.unistra.fr', # CDS / Strasbourg, France + 'vizier.nao.ac.jp', # ADAC / Tokyo, Japan + 'vizier.cfa.harvard.edu', # CfA / Harvard, USA + 'vizier.inasan.ru', # INASAN / Moscow, Russia + 'vizier.iucaa.in', # IUCAA / Pune, India + 'vizier.idia.ac.za', # IDIA / South Africa +] from astropy.coordinates import SkyCoord from astropy.table import Table from astropy.io import fits @@ -15,18 +30,48 @@ from potpyri.utils import utilities class absphot(object): - def __init__(self, iterations=5, sigma=5): + """Zeropoint fitter using catalog magnitudes and iterative sigma clipping.""" + def __init__(self, iterations=5, sigma=5): + """Initialize zeropoint fitter. + + Parameters + ---------- + iterations : int, optional + Number of sigma-clip iterations. Default is 5. + sigma : float, optional + Sigma threshold for clipping. Default is 5. + """ self.iterations = iterations self.sigma = sigma self.odr_iter = 2 def get_zeropoint(self, flux, fluxerr, mag, magerr): - - from scipy.odr import ODR - from scipy.odr import Model - from scipy.odr import RealData + """Fit zeropoint (and error) from flux/mag arrays using ODR. + + Parameters + ---------- + flux : array-like + Object fluxes (e.g. from aperture photometry). + fluxerr : array-like + Flux errors. + mag : array-like + Catalog magnitudes. + magerr : array-like + Catalog magnitude errors. + + Returns + ------- + tuple of float + (zeropoint, zeropoint_error). + """ + import warnings + with warnings.catch_warnings(): + warnings.filterwarnings('ignore', message=r'.*scipy\.odr.*', category=DeprecationWarning) + from scipy.odr import ODR + from scipy.odr import Model + from scipy.odr import RealData def magnitude(zpt, flux): return(zpt - 2.5*np.log10(flux)) @@ -49,7 +94,27 @@ def magnitude(zpt, flux): return(zpt, zpterr) def zpt_iteration(self, flux, fluxerr, mag, magerr, log=None): - + """Iteratively sigma-clip and fit zeropoint via ODR. + + Parameters + ---------- + flux : array-like + Object fluxes. + fluxerr : array-like + Flux errors. + mag : array-like + Catalog magnitudes. + magerr : array-like + Catalog magnitude errors. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + tuple + (zeropoint, zeropoint_error, master_mask). master_mask is boolean + array of sources used in final fit. + """ flux = np.array(flux) fluxerr = np.array(fluxerr) mag = np.array(mag) @@ -95,7 +160,25 @@ def zpt_iteration(self, flux, fluxerr, mag, magerr, log=None): return(zpt, zpterr, master_mask) def get_catalog(self, coords, catalog, filt, log=None): - + """Query VizieR for catalog magnitudes in a filter around given coordinates. + + Parameters + ---------- + coords : astropy.coordinates.SkyCoord + Target coordinates (used for region size). + catalog : str + Catalog name (e.g. 'PS1', '2MASS'). + filt : str + Filter name (e.g. 'g', 'r', 'J'). + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + tuple or (None, None, None) + (astropy.table.Table, catalog_name, catalog_ID) or (None, None, None) + if query fails. + """ if log: log.info(f'Searching for catalog {catalog}') coord_ra = np.median([c.ra.degree for c in coords]) @@ -113,17 +196,35 @@ def get_catalog(self, coords, catalog, filt, log=None): if cat_ID=='II/349': cols.append(f'{filt}Kmag') - vizier = Vizier(columns=cols) - vizier.ROW_LIMIT = -1 - if log: + if log: log.info(f'Getting {catalog} catalog with ID {cat_ID} in filt {filt}') log.info(f'Querying around {coord_ra}, {coord_dec} deg') Vizier.clear_cache() width = np.max([2.0 * max_sep, 0.5]) - cat = vizier.query_region(med_coord, width=width*u.degree, - catalog=cat_ID) + cat = None + last_error = None + for server in VIZIER_MIRRORS: + try: + vizier = Vizier(columns=cols, vizier_server=server) + vizier.ROW_LIMIT = -1 + cat = vizier.query_region(med_coord, width=width*u.degree, + catalog=cat_ID) + if cat is not None and len(cat) > 0: + if log: + log.info(f'Vizier query succeeded via {server}') + break + cat = None + except Exception as e: + last_error = e + if log: + log.warning(f'Vizier mirror {server} failed: {e}') + else: + print(f'Vizier mirror {server} failed: {e}') + cat = None + if cat is None and last_error is not None and log: + log.warning('All Vizier mirrors failed; last error: {}'.format(last_error)) - if len(cat)>0: + if cat is not None and len(cat)>0: cat = cat[0] cat = cat[~np.isnan(cat[cat_mag])] cat = cat[cat[cat_err]>0.] @@ -175,7 +276,31 @@ def get_catalog(self, coords, catalog, filt, log=None): def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, phottable='APPPHOT', input_catalog=None, log=None): - + """Compute zeropoint from cmpfile photometry and catalog; write to FITS header. + + Matches sources to catalog (e.g. PS1), runs iterative ODR fit, and + updates ZPTMAG, ZPTNSTAR, ZPTCAT, etc. in the stack FITS. + + Parameters + ---------- + cmpfile : str + Path to stacked/comparison FITS with SCI and phottable extensions. + tel : Instrument + Instrument instance (for get_catalog). + match_radius : astropy.units.Quantity, optional + Matching radius for catalog. Default is 2.5 arcsec. + phottable : str, optional + FITS extension with photometry table. Default is 'APPPHOT'. + input_catalog : astropy.table.Table, optional + Pre-loaded catalog; if None, catalog is queried via get_catalog. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + None + cmpfile is updated in place. + """ if log: log.info(f'Importing catalog from file: {cmpfile}') else: @@ -291,6 +416,20 @@ def find_zeropoint(self, cmpfile, tel, match_radius=2.5*u.arcsec, log.info('No zeropoint calculated.') def Y_band(self, J, J_err, K, K_err): + """Compute Y-band mag and error from J and K (2MASS relation). + + Parameters + ---------- + J, J_err : array-like or float + J magnitude(s) and error(s). + K, K_err : array-like or float + K magnitude(s) and error(s). + + Returns + ------- + tuple + (Y_mag, Y_err). + """ Y = J+0.46*(J-K) JK_err = np.sqrt(J_err**2+K_err**2) JKY_err = 0.46*(J-K)*np.sqrt((0.02/0.46)**2+(JK_err/(J-K))**2) @@ -298,6 +437,18 @@ def Y_band(self, J, J_err, K, K_err): return Y, Y_err def convert_filter_name(self, filt): + """Map instrument filter names to catalog filter names (e.g. PS1). + + Parameters + ---------- + filt : str + Instrument filter keyword (e.g. 'gG0301', 'RG850'). + + Returns + ------- + str + Catalog filter name ('u', 'g', 'r', 'i', 'z', 'J', etc.). + """ if filt=='uG0308' or filt=='uG0332' or filt=='U': return 'u' if filt=='gG0301' or filt=='gG0325' or filt=='G' or filt=='V' or filt=='B': @@ -316,6 +467,18 @@ def convert_filter_name(self, filt): return filt def get_minmag(self, filt): + """Return minimum catalog magnitude to use for zeropoint (bright limit). + + Parameters + ---------- + filt : str + Filter name. + + Returns + ------- + float + Minimum magnitude (brighter limit). + """ if filt=='J': return 15.5 if filt=='K': @@ -326,5 +489,21 @@ def get_minmag(self, filt): return 16.0 def find_zeropoint(stack, tel, log=None): + """Compute and write zeropoint to stack FITS using instrument catalog (e.g. PS1). + + Parameters + ---------- + stack : str + Path to stacked science FITS file (SCI + APPPHOT extensions). + tel : Instrument + Instrument instance (for catalog and filter). + log : ColoredLogger, optional + Logger for progress and errors. + + Returns + ------- + None + Stack FITS is updated in place with ZPTMAG, ZPTNSTAR, etc. + """ cal = absphot() cal.find_zeropoint(stack, tel, log=log) diff --git a/potpyri/primitives/calibration.py b/potpyri/primitives/calibration.py index 2d713ce6..d908cf4d 100755 --- a/potpyri/primitives/calibration.py +++ b/potpyri/primitives/calibration.py @@ -1,8 +1,9 @@ -"Wrapper methods for creating bias, dark, and flat images from pipeline data." -"Authors: Charlie Kilpatrick" +"""Master bias, dark, and flat creation from pipeline file tables. -# Initial version tracking on 09/29/2024 -__version__ = "1.1" +Orchestrates grouping by CalType and calling instrument-specific +create_bias/create_dark/create_flat. Authors: Charlie Kilpatrick. +""" +from potpyri._version import __version__ import os import time @@ -11,7 +12,26 @@ import sys def do_bias(file_table, tel, paths, nmin_images=3, log=None): - + """Build master bias frames from file_table; skip if instrument has no bias. + + Parameters + ---------- + file_table : astropy.table.Table + File list from sort_files (Type, CalType, File, Amp, Binning). + tel : Instrument + Instrument instance (bias, match_type_keywords, create_bias, get_mbias_name). + paths : dict + Paths dict from options.add_paths. + nmin_images : int, optional + Minimum images per CalType to build master. Default is 3. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + None + Master bias FITS written to paths; exits if no bias and instrument requires it. + """ # Exit if telescope does not require bias if not tel.bias: return(None) @@ -62,7 +82,26 @@ def do_bias(file_table, tel, paths, nmin_images=3, log=None): sys.exit(-1) def do_dark(file_table, tel, paths, nmin_images=3, log=None): - + """Build master dark frames from file_table; skip if instrument has no dark. + + Parameters + ---------- + file_table : astropy.table.Table + File list from sort_files. + tel : Instrument + Instrument instance (dark, bias, load_bias, create_dark, get_mdark_name). + paths : dict + Paths dict from options.add_paths. + nmin_images : int, optional + Minimum images per CalType to build master. Default is 3. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + None + Master dark FITS written to paths. + """ # Exit if telescope does not require dark if not tel.dark: return(None) @@ -116,7 +155,26 @@ def do_dark(file_table, tel, paths, nmin_images=3, log=None): if log: log.info(f'Master dark creation completed in {t2-t1} sec.') def do_flat(file_table, tel, paths, nmin_images=3, log=None): - + """Build master flat frames from file_table; skip if instrument has no flat. + + Parameters + ---------- + file_table : astropy.table.Table + File list from sort_files. + tel : Instrument + Instrument instance (flat, match_type_keywords, create_flat, get_mflat_name). + paths : dict + Paths dict from options.add_paths. + nmin_images : int, optional + Minimum images per (filter, amp, binning) to build master. Default is 3. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + None + Master flat FITS written to paths. + """ # Exit if telescope does not require dark if not tel.flat: return(None) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index a07b54c9..d0b98d87 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -1,12 +1,13 @@ -"Functions for calibrating, masking, creating error images, and stacking images." -"Authors: Charlie Kilpatrick" +"""Image calibration, masking, error arrays, alignment, and stacking. -# Last updated on 09/29/2024 -__version__ = "2.1" +Provides WCS handling, alignment to a common grid, cosmic-ray rejection, +satellite masking, master calibration combination, and stacked science +output. Authors: Charlie Kilpatrick. +""" +from potpyri._version import __version__ -import os +import os import time -import importlib import numpy as np import logging import sys @@ -32,7 +33,18 @@ from potpyri.utils import utilities def remove_pv_distortion(header): - + """Remove PV* distortion keywords from a FITS header (modifies in place). + + Parameters + ---------- + header : astropy.io.fits.Header + Header to modify. + + Returns + ------- + astropy.io.fits.Header + The same header reference (modified in place). + """ done = False while not done: bad_key = False @@ -47,19 +59,30 @@ def remove_pv_distortion(header): return(header) def get_fieldcenter(images): - - ras=[] ; des = [] + """Compute mean RA/Dec of image centers from a list of FITS files. + + Parameters + ---------- + images : list of str + Paths to FITS files with WCS in primary header. + + Returns + ------- + list + [mean_ra_deg, mean_dec_deg]. + """ + ras = [] ; des = [] for file in images: - hdu = fits.open(file) - w = WCS(hdu[0].header) + with fits.open(file) as hdu: + w = WCS(hdu[0].header) - data_shape = hdu[0].data.shape - center_pix = (data_shape[1]/2., data_shape[0]/2.) + data_shape = hdu[0].data.shape + center_pix = (data_shape[1]/2., data_shape[0]/2.) - coord = w.pixel_to_world(*center_pix) + coord = w.pixel_to_world(*center_pix) - ras.append(coord.ra.degree) - des.append(coord.dec.degree) + ras.append(coord.ra.degree) + des.append(coord.dec.degree) mean_ra = np.mean(ras) mean_de = np.mean(des) @@ -67,7 +90,24 @@ def get_fieldcenter(images): return([mean_ra, mean_de]) def generate_wcs(tel, binn, fieldcenter, out_size): - + """Build a TAN WCS for a given field center and output size. + + Parameters + ---------- + tel : Instrument + Instrument instance (for pixel scale). + binn : str + Binning string (e.g. '22'). + fieldcenter : sequence + [ra_deg, dec_deg] or parseable coordinate. + out_size : int + Output image size (out_size x out_size pixels). + + Returns + ------- + astropy.wcs.WCS + WCS instance. + """ w = {'NAXES':2, 'NAXIS1': out_size, 'NAXIS2': out_size, 'EQUINOX': 2000.0, 'LONPOLE': 180.0, 'LATPOLE': 0.0} @@ -96,7 +136,39 @@ def generate_wcs(tel, binn, fieldcenter, out_size): def align_images(reduced_files, paths, tel, binn, use_wcs=None, fieldcenter=None, out_size=None, skip_gaia=False, keep_all_astro=False, log=None): - + """Solve WCS and align reduced images to a common grid. + + Runs astrometry.net and optionally Gaia alignment, then reprojects to + a common WCS. + + Parameters + ---------- + reduced_files : list of str + Paths to reduced FITS files. + paths : dict + Paths dict from options.add_paths. + tel : Instrument + Instrument instance. + binn : str + Binning string. + use_wcs : astropy.wcs.WCS, optional + If provided, use this WCS instead of solving. + fieldcenter : sequence, optional + [ra, dec] for generating WCS. + out_size : int, optional + Output image size. + skip_gaia : bool, optional + If True, skip Gaia alignment. Default is False. + keep_all_astro : bool, optional + If True, keep all images regardless of astrometric dispersion. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + tuple or None + (aligned_data, masks, errors) as lists, or None if no images aligned. + """ solved_images = [] aligned_images = [] aligned_data = [] @@ -192,9 +264,44 @@ def align_images(reduced_files, paths, tel, binn, use_wcs=None, fieldcenter=None return(aligned_images, aligned_data) -def image_proc(image_data, tel, paths, skip_skysub=False, +def image_proc(image_data, tel, paths, skip_skysub=False, fieldcenter=None, out_size=None, satellites=True, cosmic_ray=True, skip_gaia=False, keep_all_astro=False, log=None): + """Full image processing: align, mask, stack, and optionally detrend. + + Orchestrates WCS solving, alignment, satellite/cosmic-ray masking, + stacking, and optional sky subtraction. + + Parameters + ---------- + image_data : astropy.table.Table + File table subset (e.g. one TargType) with 'File' column. + tel : Instrument + Instrument instance. + paths : dict + Paths dict from options.add_paths. + skip_skysub : bool, optional + If True, skip sky subtraction. Default is False. + fieldcenter : sequence, optional + [ra, dec] for alignment. + out_size : int, optional + Output image size. + satellites : bool, optional + If True, mask satellite trails. Default is True. + cosmic_ray : bool, optional + If True, run cosmic-ray rejection. Default is True. + skip_gaia : bool, optional + If True, skip Gaia alignment. Default is False. + keep_all_astro : bool, optional + If True, keep all images regardless of astrometric dispersion. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + str or None + Path to stacked output FITS, or None if processing failed. + """ wavelength = tel.wavelength @@ -425,7 +532,18 @@ def image_proc(image_data, tel, paths, skip_skysub=False, return(stackname) def detrend_stack(stack): - + """Remove row and column median from stack science data (detrend). + + Parameters + ---------- + stack : astropy.io.fits.HDUList + HDU list with [0]=SCI, [1]=MASK. Modified in place. + + Returns + ------- + astropy.io.fits.HDUList + The same stack reference (modified in place). + """ data = stack[0].data mask = stack[1].data.astype(bool) @@ -450,7 +568,30 @@ def detrend_stack(stack): return(stack) def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): - + """Combine aligned CCDData list with exposure scaling (median or average). + + Masks are applied (masked pixels set to nan) before combination. + + Parameters + ---------- + stacking_data : list of ccdproc.CCDData + Aligned science images. + tel : Instrument + Instrument instance (for stack_method and get_exptime). + masks : list of astropy.io.fits.ImageHDU + Per-image masks. + errors : list of astropy.io.fits.ImageHDU + Per-image error arrays. + mem_limit : float, optional + Memory limit in bytes for ccdproc.combine. Default is 8e9. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + astropy.io.fits.HDUList + HDU list [science, mask, error] (mask/error from first image). + """ stack_method = tel.stack_method if not stack_method: if log: @@ -480,7 +621,20 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): return(sci_med) def add_stack_mask(stack, stacking_data): - + """Update stack mask from per-image masks and saturation; set masked pixels to 0. + + Parameters + ---------- + stack : astropy.io.fits.HDUList + HDU list with [0]=SCI, [1]=MASK, [2]=ERROR. Modified in place. + stacking_data : list of ccdproc.CCDData + Per-image data (headers used for SATURATE). + + Returns + ------- + astropy.io.fits.HDUList + The same stack reference (modified in place). + """ data = stack[0].data mask = stack[1].data error = stack[2].data @@ -516,7 +670,21 @@ def add_stack_mask(stack, stacking_data): return(stack) def mask_satellites(images, filenames, log=None): - + """Detect and mask satellite trails in science images using acstools.satdet. + + Parameters + ---------- + images : list of ccdproc.CCDData + Science images; data is modified in place (trail pixels set to nan). + filenames : list of str + Paths corresponding to images (used for temp files). + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + None + """ out_data = [] for i,science_data in enumerate(images): @@ -559,10 +727,46 @@ def mask_satellites(images, filenames, log=None): os.remove(tmpfile) -def create_mask(science_data, saturation, rdnoise, sigclip=3.0, - sigfrac=0.10, objlim=4.0, niter=6, outpath='', grow=0, cosmic_ray=True, +def create_mask(science_data, saturation, rdnoise, sigclip=3.0, + sigfrac=0.10, objlim=4.0, niter=6, outpath='', grow=0, cosmic_ray=True, fsmode='convolve', cleantype='medmask', log=None): - + """Build a bad-pixel/saturation/cosmic-ray mask using LACosmic and optional growth. + + Parameters + ---------- + science_data : str + Path to science FITS file. + saturation : float + Saturation level (ADU); pixels above this get flag 4. + rdnoise : float + Read noise for LACosmic (electrons). + sigclip : float, optional + LACosmic sigma clipping. Default is 3.0. + sigfrac : float, optional + LACosmic sigfrac. Default is 0.10. + objlim : float, optional + LACosmic objlim. Default is 4.0. + niter : int, optional + LACosmic iterations. Default is 6. + outpath : str, optional + Output path for debug files. Default is ''. + grow : int, optional + Pixels to grow mask (adds flag 8). Default is 0. + cosmic_ray : bool, optional + If True, run LACosmic. Default is True. + fsmode : str, optional + LACosmic fsmode. Default is 'convolve'. + cleantype : str, optional + LACosmic cleantype. Default is 'medmask'. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + tuple + (cleaned_data_ndarray, mask_ImageHDU). Mask uses additive flags: + 1=bad, 2=cosmic ray, 4=saturated, 8=neighbor. + """ t_start = time.time() if log: @@ -699,34 +903,53 @@ def create_mask(science_data, saturation, rdnoise, sigclip=3.0, def create_error(science_data, mask_data, rdnoise): - - hdu = fits.open(science_data) - img_data = hdu[0].data.astype(np.float32) - mask = mask_data.data.astype(bool) - - # Check for issue with all of the file being masked - if np.all(mask): - rms = hdu[0].header['SATURATE'] - else: - rms = 0.5 * ( - np.percentile(img_data[~mask], 84.13) - - np.percentile(img_data[~mask], 15.86) - ) - - poisson = img_data - poisson[poisson<0.]=0. - error = np.sqrt(poisson + rms**2 + rdnoise) - - # Sanitize error array - mask = np.isnan(error) - error[mask] = np.nanmedian(error) - mask = error < 0.0 - error[mask] = np.nanmedian(error) - maxval = np.float32(hdu[0].header['SATURATE']) - mask = np.isinf(error) - error[mask] = maxval - - error_hdu = fits.PrimaryHDU(error) #create mask Primary HDU + """Compute per-pixel error array from science image, mask, and read noise. + + Error = sqrt(poisson + rms^2 + rdnoise^2). Masked pixels are excluded + from RMS estimation. science_data can be a path or HDU; mask_data is + an HDU with mask array. + + Parameters + ---------- + science_data : str or astropy.io.fits.HDUList + Path to science FITS or open HDU list. + mask_data : astropy.io.fits.PrimaryHDU or ImageHDU + HDU containing boolean or integer mask (masked pixels excluded from rms). + rdnoise : float + Read noise in electrons. + + Returns + ------- + astropy.io.fits.PrimaryHDU + Error array in electrons (BUNIT='ELECTRONS'). + """ + with fits.open(science_data) as hdu: + img_data = hdu[0].data.astype(np.float32) + mask = mask_data.data.astype(bool) + + # Check for issue with all of the file being masked + if np.all(mask): + rms = hdu[0].header['SATURATE'] + else: + rms = 0.5 * ( + np.percentile(img_data[~mask], 84.13) + - np.percentile(img_data[~mask], 15.86) + ) + + poisson = img_data.copy() + poisson[poisson < 0.] = 0. + error = np.sqrt(poisson + rms**2 + rdnoise) + + # Sanitize error array + mask = np.isnan(error) + error[mask] = np.nanmedian(error) + mask = error < 0.0 + error[mask] = np.nanmedian(error) + maxval = np.float32(hdu[0].header['SATURATE']) + mask = np.isinf(error) + error[mask] = maxval + + error_hdu = fits.PrimaryHDU(error) # create mask Primary HDU error_hdu.header['VER'] = (__version__, 'Version of image procedures used used.') error_hdu.header['USE'] = 'Error array for Poisson, read, and RMS noise' diff --git a/potpyri/primitives/photometry.py b/potpyri/primitives/photometry.py index 86953915..688211af 100755 --- a/potpyri/primitives/photometry.py +++ b/potpyri/primitives/photometry.py @@ -1,8 +1,10 @@ -"Functions for performing aperture and PSF photometry on pipeline images." -"Authors: Kerry Paterson, Charlie Kilpatrick" +"""Aperture and PSF photometry for pipeline stacks. -# Initial version tracking on 09/21/2024 -__version__ = "1.0" +Uses Source Extractor for initial catalogs, photutils for ePSF building +and PSF fitting. Writes APPPHOT, PSFPHOT, PSFSTARS, PSF, and RESIDUAL +extensions to the stack FITS. Authors: Kerry Paterson, Charlie Kilpatrick. +""" +from potpyri._version import __version__ from photutils.aperture import ApertureStats from photutils.aperture import CircularAperture @@ -36,6 +38,17 @@ def create_conv(outfile): + """Write a 3x3 CONV NORM filter file for Source Extractor. + + Parameters + ---------- + outfile : str + Path to write the convolution kernel file. + + Returns + ------- + None + """ with open(outfile, 'w') as f: f.write('CONV NORM \n') f.write('1 2 1 \n') @@ -43,6 +56,17 @@ def create_conv(outfile): f.write('1 2 1 \n') def create_params(outfile): + """Write Source Extractor parameter file (NUMBER, X_IMAGE, FWHM_IMAGE, etc.). + + Parameters + ---------- + outfile : str + Path to write the parameter file. + + Returns + ------- + None + """ with open(outfile, 'w') as f: f.write('NUMBER \n') f.write('X_IMAGE \n') @@ -56,7 +80,20 @@ def create_params(outfile): f.write('FWHM_IMAGE \n') def run_sextractor(img_file, log=None): - + """Run Source Extractor on SCI extension; return catalog table or None. + + Parameters + ---------- + img_file : str + Path to FITS with SCI extension (and SATURATE in header). + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + astropy.table.Table or None + Source Extractor catalog, or None if run failed. + """ hdu = fits.open(img_file) data = hdu['SCI'].data @@ -106,8 +143,30 @@ def run_sextractor(img_file, log=None): return(table) -def extract_aperture_stats(img_data, img_mask, img_error, stars, +def extract_aperture_stats(img_data, img_mask, img_error, stars, aperture_radius=10.0, log=None): + """Compute aperture flux and error for a star table; return table with added columns. + + Parameters + ---------- + img_data : np.ndarray + Science image data. + img_mask : np.ndarray + Boolean or integer mask (True/masked excluded). + img_error : np.ndarray + Per-pixel error array. + stars : astropy.table.Table + Table with xcentroid, ycentroid (modified in place with refined centroids). + aperture_radius : float, optional + Aperture radius in pixels. Default is 10.0. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + astropy.table.Table + Table with fwhm, flux_best, flux_best_err, Xpos, Ypos, etc. + """ apertable = Table([[0.],[0.],[0.],[0.],[0.],[0.],[0.],[0.],[0.],[0.], [0.],[0.]], @@ -143,25 +202,49 @@ def extract_aperture_stats(img_data, img_mask, img_error, stars, aperstats = ApertureStats(img_data, aper, mask=img_mask, error=img_error) + covx = np.maximum(aperstats.covar_sigx2.value, 0.0) + covy = np.maximum(aperstats.covar_sigy2.value, 0.0) apertable.add_row([aperstats.fwhm.value, aperstats.semimajor_sigma.value, aperstats.semiminor_sigma.value, aperstats.orientation.value, aperstats.eccentricity, aperstats.sum/aperstats.sum_err, aperstats.sum, aperstats.sum_err, aperstats.xcentroid, - aperstats.ycentroid, np.sqrt(aperstats.covar_sigx2.value), - np.sqrt(aperstats.covar_sigy2.value)]) + aperstats.ycentroid, np.sqrt(covx), + np.sqrt(covy)]) return(apertable) def generate_epsf(img_file, x, y, size=11, oversampling=2, maxiters=11, log=None): + """Build an ePSF from cutouts at (x, y) positions in the image. + + Parameters + ---------- + img_file : str + Path to FITS with SCI extension. + x, y : array-like + Star x,y positions (pixels). + size : int, optional + Cutout size in pixels. Default is 11. + oversampling : int, optional + EPSFBuilder oversampling. Default is 2. + maxiters : int, optional + EPSFBuilder max iterations. Default is 11. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + photutils.psf.EPSFModel + Fitted ePSF model. + """ # Construct stars table from bright stars_tbl = Table() stars_tbl['x'] = x stars_tbl['y'] = y - img_hdu = fits.open(img_file) - ndimage = NDData(data=img_hdu['SCI'].data) + with fits.open(img_file) as img_hdu: + ndimage = NDData(data=img_hdu['SCI'].data) stars = extract_stars(ndimage, stars_tbl, size=size) @@ -180,7 +263,20 @@ def generate_epsf(img_file, x, y, size=11, oversampling=2, maxiters=11, return(epsf) def extract_fwhm_from_epsf(epsf, fwhm_init): - + """Estimate FWHM from ePSF model (Moffat2D fit). + + Parameters + ---------- + epsf : photutils.psf.EPSFModel + ePSF model with .data array. + fwhm_init : float + Initial FWHM guess for fit (pixels). + + Returns + ------- + float + FWHM in pixels from fitted Moffat2D. + """ # Get the raw data for the FWHM and size in x and y data = epsf.data x = np.arange(data.shape[0]) @@ -204,12 +300,33 @@ def extract_fwhm_from_epsf(epsf, fwhm_init): return(p.fwhm) def run_photometry(img_file, epsf, fwhm, threshold, shape, stars): - - img_hdu = fits.open(img_file) - image = img_hdu['SCI'].data - ndimage = NDData(data=img_hdu['SCI'].data) - mask = img_hdu['MASK'].data.astype(bool) - error = img_hdu['ERROR'].data + """Run PSF photometry and aperture photometry; append result tables to FITS. + + Parameters + ---------- + img_file : str + Path to FITS with SCI, MASK, ERROR extensions. + epsf : photutils.psf.EPSFModel + ePSF model for PSF fit. + fwhm : float + FWHM in pixels (for aperture radius). + threshold : float + Detection threshold (unused in this wrapper; for compatibility). + shape : int + Fit shape (pixels) for PSFPhotometry. + stars : astropy.table.Table + Star table with xcentroid, ycentroid, flux_best for initial guesses. + + Returns + ------- + tuple + (result_table, residual_image). result_table has flux_fit, x_fit, y_fit, etc. + """ + with fits.open(img_file) as img_hdu: + image = img_hdu['SCI'].data + ndimage = NDData(data=img_hdu['SCI'].data) + mask = img_hdu['MASK'].data.astype(bool) + error = img_hdu['ERROR'].data psf = copy.copy(epsf) @@ -244,8 +361,30 @@ def run_photometry(img_file, epsf, fwhm, threshold, shape, stars): # Identifies stars and gets aperture photometry and statistics using # photutils.aperture.ApertureStats -def get_star_catalog(img_data, img_mask, img_error, fwhm_init=5.0, +def get_star_catalog(img_data, img_mask, img_error, fwhm_init=5.0, threshold=50.0, log=None): + """Detect stars with DAOStarFinder and compute aperture stats; return star table. + + Parameters + ---------- + img_data : np.ndarray + Science image data. + img_mask : np.ndarray + Boolean mask (True = masked). + img_error : np.ndarray + Per-pixel error array. + fwhm_init : float, optional + DAOStarFinder FWHM and aperture scale. Default is 5.0. + threshold : float, optional + DAOStarFinder detection threshold. Default is 50.0. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + astropy.table.Table + Star table with centroid, flux, fwhm, flux_best, etc. + """ # Construct the finder with input FWHM and threshold daofind = DAOStarFinder(fwhm=fwhm_init, threshold=threshold, @@ -279,10 +418,34 @@ def do_phot(img_file, save_psf_img=False, save_residual_hdu=False, log=None): - + """Run full PSF and aperture photometry on a stack; write extensions to FITS. + + Builds ePSF, finds stars, runs PSF and aperture photometry, and appends + APPPHOT, PSFPHOT, EPSF, and optional residual extensions to the FITS file. + + Parameters + ---------- + img_file : str + Path to stack FITS (SCI, MASK, ERROR). + fwhm_scale_psf : float, optional + Scale factor for PSF fit shape. Default is 4.5. + oversampling : int, optional + ePSF oversampling. Default is 1. + star_param : dict, optional + Keys: snthresh_psf, fwhm_init, snthresh_final. Defaults as shown. + save_psf_img : bool, optional + If True, save ePSF image extension. Default is False. + save_residual_hdu : bool, optional + If True, save residual image extension. Default is False. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + None + img_file is updated in place with new extensions. + """ img_hdu = fits.open(img_file) - - # Get image statistics data = img_hdu['SCI'].data mask = img_hdu['MASK'].data.astype(bool) error = img_hdu['ERROR'].data @@ -435,7 +598,10 @@ def do_phot(img_file, coords = w.pixel_to_world(photometry['x_fit'], photometry['y_fit']) # Join the photometry and all star catalogs and rename columns - photometry['SN'] = photometry['flux_fit']/photometry['flux_err'] + flux_err = np.asarray(photometry['flux_err'], dtype=float) + sn = np.full_like(flux_err, np.nan) + np.divide(photometry['flux_fit'], flux_err, out=sn, where=flux_err > 0) + photometry['SN'] = sn photometry['mag'] = -2.5*np.log10(photometry['flux_fit']) photometry['mag_err'] = 2.5/np.log(10) * 1./photometry['SN'] photometry['RA'] = [c.ra.degree for c in coords] @@ -513,8 +679,29 @@ def do_phot(img_file, # Finally, write out img_hdu to save all data img_hdu.writeto(img_file, overwrite=True) + img_hdu.close() def photloop(stack, phot_sn_min=3.0, phot_sn_max=40.0, fwhm_init=5.0, log=None): + """Try PSF photometry with decreasing S/N threshold until do_phot succeeds. + + Parameters + ---------- + stack : str + Path to stack FITS (SCI, MASK, ERROR). + phot_sn_min : float, optional + Minimum S/N threshold to try. Default is 3.0. + phot_sn_max : float, optional + Initial S/N threshold. Default is 40.0. + fwhm_init : float, optional + Initial FWHM for star finding. Default is 5.0. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + None + Stack FITS is updated in place when do_phot succeeds. + """ signal_to_noise = phot_sn_max epsf = None ; fwhm = None diff --git a/potpyri/primitives/solve_wcs.py b/potpyri/primitives/solve_wcs.py index d4e47180..b66b6b7d 100755 --- a/potpyri/primitives/solve_wcs.py +++ b/potpyri/primitives/solve_wcs.py @@ -1,8 +1,10 @@ -"Python script for WCS solution." -"Authors: Kerry Paterson, Charlie Kilpatrick" +"""WCS solution using astrometry.net and Gaia DR3 alignment. -# Last updated 10/24/2024 -__version__ = "2.1" +Provides coarse solution via solve-field and fine alignment by matching +detected sources to Gaia. Writes RADISP/DEDISP and updated WCS to FITS. +Authors: Kerry Paterson, Charlie Kilpatrick. +""" +from potpyri._version import __version__ import numpy as np import subprocess @@ -37,10 +39,31 @@ warnings.simplefilter('ignore', category=AstropyWarning) def get_gaia_catalog(input_file, log=None): - - hdu = fits.open(input_file) - data = hdu[0].data - header = hdu[0].header + """Query Gaia DR3 for stars in the field; return filtered catalog table. + + Uses header RA/DEC to define field; filters by PSS, Plx, PM. + + Parameters + ---------- + input_file : str + Path to FITS file; header used for CRVAL1/CRVAL2 or RA/DEC. + log : ColoredLogger, optional + Logger for progress and errors. + + Returns + ------- + astropy.table.Table or None or False + Filtered Gaia DR3 table (PSS>0.99, Plx<20, PM<10), or None if empty, + or False if coordinates could not be parsed. + + Raises + ------ + Exception + If Gaia query fails after retries. + """ + with fits.open(input_file) as hdu: + data = hdu[0].data + header = hdu[0].header hkeys = list(header.keys()) check_pairs = [('CRVAL1','CRVAL2'),('RA','DEC'),('OBJCTRA','OBJCTDEC')] @@ -55,7 +78,7 @@ def get_gaia_catalog(input_file, log=None): break if not coord: - if log: log.error(f'Could not parse RA/DEC from header of {file}') + if log: log.error(f'Could not parse RA/DEC from header of {input_file}') return(False) vizier = Vizier(columns=['RA_ICRS', 'DE_ICRS', 'Plx', 'PSS','PM']) @@ -89,6 +112,21 @@ def get_gaia_catalog(input_file, log=None): return(cat) def clean_up_astrometry(directory, file, exten): + """Remove astrometry.net temporary files (.axy, .corr, .solved, .wcs, etc.). + + Parameters + ---------- + directory : str + Directory containing the files. + file : str + Base filename (with extension); exten is replaced to form temp names. + exten : str + File extension (e.g. '.fits') to replace with .axy, .corr, etc. + + Returns + ------- + None + """ filelist = [file.replace(exten,'.axy'), file.replace(exten,'.corr'), file.replace(exten,'-indx.xyls'), @@ -103,9 +141,36 @@ def clean_up_astrometry(directory, file, exten): if os.path.exists(f): os.remove(f) -def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, +def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, shift_only=False, index=None, log=None): - + """Run astrometry.net (solve-field) to get coarse WCS; optionally use custom index. + + Parameters + ---------- + file : str + Path to FITS file to solve. + tel : Instrument + Instrument instance (name, get_pixscale). + binn : str + Binning string (e.g. '22') for pixel scale. + paths : dict + Paths dict (source_extractor key for solve-field). + radius : float, optional + Search radius in degrees. Default is 0.5. + replace : bool, optional + If True, write WCS into original file; else write .solved.fits. + shift_only : bool, optional + If True, only update CRPIX/CRVAL. Default is False. + index : str, optional + Path to custom index file or directory for solve-field. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + bool + True if solve succeeded, False otherwise. + """ # Starting solve, print file and directory for reference fullfile = os.path.abspath(file) directory = os.path.dirname(file) @@ -118,9 +183,9 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, if not os.path.exists(fullfile): return(False) - hdu = fits.open(fullfile) - data = hdu[0].data - header = hdu[0].header + with fits.open(fullfile) as hdu: + data = hdu[0].data + header = hdu[0].header hkeys = list(header.keys()) exten = '.'+file.split('.')[-1] @@ -218,13 +283,12 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, else: print(' '.join(process)) - FNULL = open(os.devnull, 'w') - - p = subprocess.Popen(process, stdout=FNULL, stderr=subprocess.STDOUT) - try: - p.wait(90) - except subprocess.TimeoutExpired: - p.kill() + with open(os.devnull, 'w') as FNULL: + p = subprocess.Popen(process, stdout=FNULL, stderr=subprocess.STDOUT) + try: + p.wait(90) + except subprocess.TimeoutExpired: + p.kill() if os.path.exists(newfile): good = True @@ -272,57 +336,54 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, # astrometry.net replaces extra extensions, so instead of renaming # copy the new header into the old file - newhdu = fits.open(newfile) - hdu = fits.open(output_file) - - if shift_only: - hdu[0].header['CRPIX1'] = newhdu[0].header['CRPIX1'] - hdu[0].header['CRPIX2'] = newhdu[0].header['CRPIX2'] - hdu[0].header['CRVAL1'] = newhdu[0].header['CRVAL1'] - hdu[0].header['CRVAL2'] = newhdu[0].header['CRVAL2'] - else: - hdu[0].header = newhdu[0].header - - hdu.writeto(output_file, overwrite=True, output_verify='silentfix') + with fits.open(newfile) as newhdu: + with fits.open(output_file) as hdu: + if shift_only: + hdu[0].header['CRPIX1'] = newhdu[0].header['CRPIX1'] + hdu[0].header['CRPIX2'] = newhdu[0].header['CRPIX2'] + hdu[0].header['CRVAL1'] = newhdu[0].header['CRVAL1'] + hdu[0].header['CRVAL2'] = newhdu[0].header['CRVAL2'] + else: + hdu[0].header = newhdu[0].header + hdu.writeto(output_file, overwrite=True, output_verify='silentfix') os.remove(newfile) else: output_file = fullfile.replace(exten,'.solved.fits') - hdu = fits.open(output_file) - for i,h in enumerate(hdu): - - if 'COMMENT' in hdu[i].header.keys(): - del hdu[i].header['COMMENT'] - if 'HISTORY' in hdu[i].header.keys(): - del hdu[i].header['HISTORY'] - - # Delete other WCS header keys - wcs_key = ['CSYER1','CSYER2','CRDER1','CRDER2','CD1_1','CD1_2', - 'CD2_1','CD2_2','CRPIX1','CRPIX2','CUNIT1','CUNIT2','EQUINOX', - 'RADESYS','CNAME1','CNAME2','CTYPE1','CTYPE2','WCSNAME', - 'CRVAL1','CRVAL2'] - - for key in [w + 'C' for w in wcs_key]: - if key in list(hdu[i].header.keys()): - del hdu[i].header[key] - - for key in [w + 'S' for w in wcs_key]: - if key in list(hdu[i].header.keys()): - del hdu[i].header[key] - - # Delete old WCS keywords starting with '_' - for key in list(hdu[i].header.keys()): - if key.startswith('_'): - del hdu[i].header[key] - - try: - hdu.writeto(output_file, overwrite=True, output_verify='silentfix') - except TypeError: - if log: - log.error(f'FAILURE: could not save file {fullfile}') - else: - print(f'FAILURE: could not save file {fullfile}') - return(False) + with fits.open(output_file) as hdu: + for i,h in enumerate(hdu): + if 'COMMENT' in hdu[i].header.keys(): + del hdu[i].header['COMMENT'] + if 'HISTORY' in hdu[i].header.keys(): + del hdu[i].header['HISTORY'] + + # Delete other WCS header keys + wcs_key = ['CSYER1','CSYER2','CRDER1','CRDER2','CD1_1','CD1_2', + 'CD2_1','CD2_2','CRPIX1','CRPIX2','CUNIT1','CUNIT2','EQUINOX', + 'RADESYS','CNAME1','CNAME2','CTYPE1','CTYPE2','WCSNAME', + 'CRVAL1','CRVAL2'] + + for key in [w + 'C' for w in wcs_key]: + if key in list(hdu[i].header.keys()): + del hdu[i].header[key] + + for key in [w + 'S' for w in wcs_key]: + if key in list(hdu[i].header.keys()): + del hdu[i].header[key] + + # Delete old WCS keywords starting with '_' + for key in list(hdu[i].header.keys()): + if key.startswith('_'): + del hdu[i].header[key] + + try: + hdu.writeto(output_file, overwrite=True, output_verify='silentfix') + except TypeError: + if log: + log.error(f'FAILURE: could not save file {fullfile}') + else: + print(f'FAILURE: could not save file {fullfile}') + return(False) return(True) @@ -336,7 +397,30 @@ def solve_astrometry(file, tel, binn, paths, radius=0.5, replace=True, def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, save_centroids=False, min_gaia_match=7, log=None): - + """Refine WCS by matching detected sources to Gaia DR3 and fitting WCS. + + Parameters + ---------- + file : str + Path to FITS file with WCS (e.g. after solve_astrometry). + tel : Instrument + Instrument instance. + radius : float, optional + Gaia query radius in degrees. Default is 0.5. + max_search_radius : astropy.units.Quantity, optional + Match radius for source-Gaia matching. Default is 5 arcsec. + save_centroids : bool, optional + If True, save centroid table. Default is False. + min_gaia_match : int, optional + Minimum number of Gaia matches required. Default is 7. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + bool + True if alignment succeeded and WCS was updated, False otherwise. + """ cat = get_gaia_catalog(file, log=log) if cat is None or len(cat)==0: @@ -353,7 +437,7 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, # Estimate sources that land within the image using WCS from header hdu = fits.open(file) - w = WCS(hdu[0].header) + w = WCS(hdu[0].header, relax=True) naxis1 = hdu[0].header['NAXIS1'] naxis2 = hdu[0].header['NAXIS2'] @@ -372,6 +456,7 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, log.error(f'No stars found in {file}') else: print(f'No stars found in {file}') + hdu.close() return(False) if log: @@ -390,7 +475,7 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, hdu[0].header['DEDISP']=(1.0, 'Dispersion in Decl. of WCS [Arcsec]') hdu.writeto(file, overwrite=True, output_verify='silentfix') - + hdu.close() return(True) @@ -438,8 +523,12 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, central_coo = w.pixel_to_world(*central_pix) try: - w = fit_wcs_from_points(xy, coords, proj_point=central_coo, - sip_degree=sip_degree) + with warnings.catch_warnings(): + warnings.filterwarnings( + "ignore", category=RuntimeWarning, + message=".*cdelt will be ignored since cd is present.*") + w = fit_wcs_from_points(xy, coords, proj_point=central_coo, + sip_degree=sip_degree) succeeded = True except ValueError: # Try with next iteration @@ -450,6 +539,7 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, log.error(f'Could not converge on fine WCS solution for: {file}') else: print(f'Could not converge on fine WCS solution for: {file}') + hdu.close() return(False) @@ -465,6 +555,7 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, log.error(f'Could not centroid on any stars in {file}') else: print(f'Could not centroid on any stars in {file}') + hdu.close() return(False) else: if log: @@ -483,7 +574,7 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, hdu[0].header['DEDISP']=(1.0, 'Dispersion in Decl. of WCS [Arcsec]') hdu.writeto(file, overwrite=True, output_verify='silentfix') - + hdu.close() return(True) # Bootstrap WCS solution and get center pixel @@ -510,7 +601,11 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, c = coords[idxs] central_coo = w.pixel_to_world(*central_pix) - new_wcs = fit_wcs_from_points(xy, c, projection=w) + with warnings.catch_warnings(): + warnings.filterwarnings( + "ignore", category=RuntimeWarning, + message=".*cdelt will be ignored since cd is present.*") + new_wcs = fit_wcs_from_points(xy, c, projection=w) cent_coord = new_wcs.pixel_to_world(*central_pix) ra_cent.append(cent_coord.ra.degree) @@ -579,5 +674,5 @@ def align_to_gaia(file, tel, radius=0.5, max_search_radius=5.0*u.arcsec, hdu[0].header['DEDISP']=(de_disp, 'Dispersion in Decl. of WCS [Arcsec]') hdu.writeto(file, overwrite=True, output_verify='silentfix') - + hdu.close() return(True) diff --git a/potpyri/primitives/sort_files.py b/potpyri/primitives/sort_files.py index df99d16c..754fc591 100755 --- a/potpyri/primitives/sort_files.py +++ b/potpyri/primitives/sort_files.py @@ -1,8 +1,10 @@ -"Function to sort files for main_pipeline." -"Authors: Owen Eskandari, Kerry Paterson, Charlie Kilpatrick" +"""File sorting and file-list generation for the main pipeline. -# Last updated 04/01/2025 -__version__ = "3.1" +Classifies raw files (science, flat, bias, dark, bad) from header keywords +and writes a fixed-width file list used by calibration and reduction. +Authors: Owen Eskandari, Kerry Paterson, Charlie Kilpatrick. +""" +from potpyri._version import __version__ from astropy.io import fits from astropy.io import ascii @@ -19,6 +21,20 @@ import re def is_bad(hdr, tel): + """Return True if the header matches bad_keywords/bad_values or has invalid binning. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header to check. + tel : Instrument + Instrument instance (bad_keywords, bad_values, get_binning). + + Returns + ------- + bool + True if file should be excluded as bad. + """ keywords = tel.bad_keywords values = tel.bad_values @@ -37,6 +53,20 @@ def is_bad(hdr, tel): return(bad) def is_spec(hdr, tel): + """Return True if the header matches spectroscopic observation keywords. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header to check. + tel : Instrument + Instrument instance (spec_keywords, spec_values). + + Returns + ------- + bool + True if file is spectroscopic. + """ keywords = tel.spec_keywords values = tel.spec_values @@ -49,6 +79,20 @@ def is_spec(hdr, tel): return(spec) def is_flat(hdr, tel): + """Return True if the header matches flat-field observation keywords. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header to check. + tel : Instrument + Instrument instance (flat_keywords, flat_values). + + Returns + ------- + bool + True if file is a flat. + """ keywords = tel.flat_keywords values = tel.flat_values @@ -61,6 +105,20 @@ def is_flat(hdr, tel): return(flat) def is_dark(hdr, tel): + """Return True if the header matches dark observation keywords and valid binning. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header to check. + tel : Instrument + Instrument instance (dark_keywords, dark_values, get_binning). + + Returns + ------- + bool + True if file is a dark. + """ keywords = tel.dark_keywords values = tel.dark_values @@ -81,6 +139,20 @@ def is_dark(hdr, tel): return(dark) def is_bias(hdr, tel): + """Return True if the header matches bias observation keywords and valid binning. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header to check. + tel : Instrument + Instrument instance (bias_keywords, bias_values, get_binning). + + Returns + ------- + bool + True if file is a bias. + """ keywords = tel.bias_keywords values = tel.bias_values @@ -101,6 +173,20 @@ def is_bias(hdr, tel): return(bias) def is_science(hdr, tel): + """Return True if the header matches science observation keywords and min exptime. + + Parameters + ---------- + hdr : astropy.io.fits.Header + FITS header to check. + tel : Instrument + Instrument instance (science_keywords, science_values, min_exptime, get_exptime). + + Returns + ------- + bool + True if file is science. + """ keywords = tel.science_keywords values = tel.science_values @@ -118,10 +204,40 @@ def is_science(hdr, tel): return(science) -# Overall method to handle files: -def handle_files(file_list, paths, tel, incl_bad=False, proc=None, +def handle_files(file_list, paths, tel, incl_bad=False, proc=None, no_redo=False, log=None): + """Build or read the file list: discover raw files, sort, and write table. + + If no_redo and file_list exists, reads existing table. Otherwise globs + raw/bad/data, runs sort_files, and writes the fixed-width list. + Parameters + ---------- + file_list : str + Path to output (or existing) file list table. + paths : dict + Paths dict with 'raw', 'data', 'bad' keys. + tel : Instrument + Instrument instance. + incl_bad : bool, optional + If True, include bad files in list. Default is False. + proc : str, optional + Processor/run identifier for raw_format glob. + no_redo : bool, optional + If True and file_list exists, read it instead of regenerating. + log : ColoredLogger, optional + Logger for progress. + + Returns + ------- + astropy.table.Table + File table with Target, Filter, Type, CalType, File, etc. + + Raises + ------ + SystemExit + If no files found or no good files after sorting. + """ file_table = None # Always regenerate file list from existing data in data, raw, and bad @@ -166,37 +282,33 @@ def handle_files(file_list, paths, tel, incl_bad=False, proc=None, return(file_table) -# Sort the calibration files: def sort_files(files, file_list, tel, paths, incl_bad=False, log=None): + """Classify files by type (science, flat, bias, dark) and write file list table. - ''' - - Function used to sort a list of files into a dictionary of files sorted by filter. + Reads headers, applies instrument keyword rules, and writes a fixed-width + file list. Parameters ---------- - - :param files: list (string) - List of strings of files (path should be included). - - :param tel: Telescope - Telescope with parameters and methods to sort data. - - :param incl_bad: bool, optional - - :param log: log, optional - Overview log used to write the object and date observed (if ``date`` parameter is not ``None``). - If no log is inputted, information is printed out instead of being written to ``log2``. - Default is ``None``. - + files : list of str + Paths to raw FITS files. + file_list : str + Path to write fixed-width file list. + tel : Instrument + Instrument instance. + paths : dict + Paths dict (raw, data, bad, work). + incl_bad : bool, optional + If True, include bad files in table. Default is False. + log : ColoredLogger, optional + Logger for progress. Returns ------- + astropy.table.Table + Table with Target, Filter, Type, CalType, File, Exp, Time, etc. + """ - :return: python dictionary - Dictionary of files. Key is the filter of the file, values are the file names themselves. - - ''' t_start = time.time() @@ -226,20 +338,23 @@ def sort_files(files, file_list, tel, paths, incl_bad=False, log=None): for i, f in enumerate(sorted(files)): try: - file_open = fits.open(f, mode='readonly') - ext = tel.raw_header_ext - hdr = file_open[ext].header - - # Extend header to first extension? - if tel.extend_header: - if len(file_open)>ext+1: - extra_hdr = file_open[ext+1].header - for key in extra_hdr.keys(): - if key not in hdr.keys(): - hdr[key] = extra_hdr[key] - - check_data = file_open[ext].data - file_open._verify() + with fits.open(f, mode='readonly') as file_open: + ext = tel.raw_header_ext + hdr = file_open[ext].header + + # Extend header to first extension? + if tel.extend_header: + if len(file_open)>ext+1: + extra_hdr = file_open[ext+1].header + for key in extra_hdr.keys(): + if key not in hdr.keys(): + value = extra_hdr[key] + if isinstance(value, (str, int, float, complex, + bool, np.floating, np.integer, np.bool_)): + hdr[key] = value + + check_data = file_open[ext].data + file_open._verify() except IndexError: if log: log.error(f'Moving file {f} to bad due to error opening file.') diff --git a/potpyri/scripts/__init__.py b/potpyri/scripts/__init__.py new file mode 100644 index 00000000..ec84f9aa --- /dev/null +++ b/potpyri/scripts/__init__.py @@ -0,0 +1 @@ +"""POTPyRI scripts: main pipeline and archive download utilities.""" diff --git a/potpyri/scripts/main_pipeline.py b/potpyri/scripts/main_pipeline.py index 065bdfc9..18fafacf 100755 --- a/potpyri/scripts/main_pipeline.py +++ b/potpyri/scripts/main_pipeline.py @@ -12,7 +12,7 @@ If you use this code for your work, please consider citing the package release. """ -__version__ = "2.2" # Last updated 03/10/2025 +from potpyri._version import __version__ import time import numpy as np @@ -30,25 +30,29 @@ # Check options.py - all named parameters need to correspond to options that are # provided via argparse. -def main_pipeline(instrument:str, - data_path:str, - target:list=None, - proc:str=None, - incl_bad:bool=None, - no_redo_sort:bool=None, - phot_sn_min:float=None, - phot_sn_max:float=None, - fwhm_init:float=None, - skip_skysub:bool=None, - file_list_name:str=None, - fieldcenter:list=None, - out_size:int=None, - skip_flatten:bool=None, - skip_cr:bool=None, - skip_gaia:bool=None, - keep_all_astro:bool=None, - **kwargs)->None: - +def main_pipeline(instrument: str, + data_path: str, + target: list = None, + proc: str = None, + incl_bad: bool = None, + no_redo_sort: bool = None, + phot_sn_min: float = None, + phot_sn_max: float = None, + fwhm_init: float = None, + skip_skysub: bool = None, + file_list_name: str = None, + fieldcenter: list = None, + out_size: int = None, + skip_flatten: bool = None, + skip_cr: bool = None, + skip_gaia: bool = None, + keep_all_astro: bool = None, + **kwargs) -> None: + """Run the full reduction pipeline: sort files, calibrate, process, stack, photometry, zeropoint. + + Parameters mirror options from options.add_options() (instrument, data_path, + target, proc, file_list_name, photometry and processing flags, etc.). + """ # start time t1 = time.time() @@ -104,6 +108,7 @@ def main_pipeline(instrument:str, log.shutdown() def main(): + """Entry point: check dependencies, parse args, and run main_pipeline.""" options.test_for_dependencies() args = options.add_options() main_pipeline(**vars(args)) diff --git a/potpyri/utils/__init__.py b/potpyri/utils/__init__.py index 04c830f4..9f177ea3 100755 --- a/potpyri/utils/__init__.py +++ b/potpyri/utils/__init__.py @@ -1,3 +1,4 @@ +"""POTPyRI utilities: logging, option parsing, path setup, and general helpers.""" from . import logger from . import options from . import utilities diff --git a/potpyri/utils/logger.py b/potpyri/utils/logger.py index 2a640758..b554d735 100755 --- a/potpyri/utils/logger.py +++ b/potpyri/utils/logger.py @@ -1,8 +1,9 @@ -"Function for logging throughout the pipeline." -"Authors: Kerry Paterson, Charlie Kilpatrick" +"""Logging utilities for the POTPyRI pipeline. -# Initial version tracking on 09/21/2024 -__version__ = "1.0" +Provides a colored console and file logger with UTC timestamps for pipeline +steps. Authors: Kerry Paterson, Charlie Kilpatrick. +""" +from potpyri._version import __version__ import logging import time @@ -20,7 +21,20 @@ BOLD_SEQ = "\033[1m" def get_log(log_dir): + """Create and return a ColoredLogger writing to the given directory. + Log filename is generated as log_YYYYMMDD_HHMMSS.log (UTC). + + Parameters + ---------- + log_dir : str + Directory path for the log file. + + Returns + ------- + ColoredLogger + Logger instance with stream and file handlers. + """ datestr = datetime.datetime.now(datetime.UTC).strftime('%Y%m%d_%H%M%S') base_logname = f'log_{datestr}.log' log_filename = os.path.join(log_dir, base_logname) @@ -28,8 +42,22 @@ def get_log(log_dir): return(log) -def formatter_message(message, use_color = True): - # Bold face some text only when rich text/color is requested. +def formatter_message(message, use_color=True): + """Replace $RESET and $BOLD placeholders with ANSI codes or empty strings. + + Parameters + ---------- + message : str + Format string possibly containing $RESET and $BOLD. + use_color : bool, optional + If True, insert color sequences; otherwise strip them. + Default is True. + + Returns + ------- + str + Message with placeholders substituted. + """ if use_color: message = message.replace("$RESET", RESET_SEQ).replace("$BOLD", BOLD_SEQ) else: @@ -46,11 +74,22 @@ def formatter_message(message, use_color = True): } class ColoredFormatter(logging.Formatter): - def __init__(self, msg, use_color = True): + """Formatter that optionally colors the levelname in log records.""" + + def __init__(self, msg, use_color=True): + """ + Parameters + ---------- + msg : str + Format string for the formatter. + use_color : bool, optional + Whether to colorize level names. Default is True. + """ logging.Formatter.__init__(self, msg) self.use_color = use_color def format(self, record): + """Format the log record; optionally colorize levelname.""" levelname = record.levelname if self.use_color and levelname in COLORS: # Change color of levelname only if it is requested @@ -64,16 +103,21 @@ def format(self, record): pass return logging.Formatter.format(self, record) -# Custom logger class with multiple destinations class ColoredLogger(logging.Logger): - # Define formats for stream and file logging + """Logger that writes to both console (colored) and a file (UTC, no color).""" + ST_FMT = "[$BOLD%(filename)s::%(lineno)d$RESET] [%(levelname)s] %(message)s" F_FMT = "[$BOLD%(asctime)s::%(filename)s::%(lineno)d$RESET] [%(levelname)s] %(message)s" STREAM_FORMAT = formatter_message(ST_FMT, True) FILE_FORMAT = formatter_message(F_FMT, False) - # initialize logger def __init__(self, filename): - + """Create logger with stream (colored) and file (UTC) handlers. + + Parameters + ---------- + filename : str + Path to the log file. File is opened in 'w+' mode. + """ # Set logging level logging.Logger.__init__(self, None, logging.INFO) @@ -93,6 +137,17 @@ def __init__(self, filename): self.addHandler(filehandler) return + def close(self): + """Close and remove all handlers. + + Call when the logger is no longer needed (e.g., end of test or script) + to avoid ResourceWarnings from unclosed file handles. + """ + for handler in self.handlers[:]: + handler.close() + self.removeHandler(handler) + def shutdown(self): + """Shut down the logging system and flush all handlers.""" logging.shutdown() return diff --git a/potpyri/utils/options.py b/potpyri/utils/options.py index f0ca6588..abcecd09 100755 --- a/potpyri/utils/options.py +++ b/potpyri/utils/options.py @@ -1,11 +1,12 @@ -"Functions for initializing pipeline options and data paths." -"Authors: Charlie Kilpatrick" +"""Pipeline option parsing and path setup. -# Initial version tracking on 09/21/2024 -__version__ = "1.0" +Provides argument parsing for the main pipeline and builds directory layouts +(raw, red, log, cals, workspace, etc.) for a given data path and instrument. +Authors: Charlie Kilpatrick. +""" +from potpyri._version import __version__ import os -import importlib import shutil import sys import subprocess @@ -13,6 +14,14 @@ from potpyri import instruments def init_options(): + """Build and return the argument parser for the main pipeline. + + Returns + ------- + argparse.ArgumentParser + Parser with instrument, data_path, target, proc, include-bad, + file-list-name, photometry, and processing flags. + """ import argparse params = argparse.ArgumentParser(description='Path of data.') params.add_argument('instrument', @@ -94,6 +103,15 @@ def init_options(): def add_options(): + """Parse command-line options and return normalized args. + + Handles instrument aliases (e.g. BINO -> BINOSPEC, MMIR -> MMIRS). + + Returns + ------- + argparse.Namespace + Parsed and normalized command-line arguments. + """ params = init_options() args = params.parse_args() @@ -106,7 +124,14 @@ def add_options(): return(args) def test_for_dependencies(): - + """Check that astrometry.net and Source Extractor are on the system path. + + Raises + ------ + Exception + If solve-field (astrometry.net) or sex (sextractor) is not found + or does not report expected help text. + """ p = subprocess.run(['solve-field','-h'], capture_output=True) data = p.stdout.decode().lower() @@ -125,7 +150,31 @@ def test_for_dependencies(): https://github.com/astromatic/sextractor.''') def add_paths(data_path, file_list_name, tel): - + """Build the directory and path dictionary for a reduction run. + + Creates raw, bad, red, log, cal, work dirs under data_path and resolves + the path to the Source Extractor binary. + + Parameters + ---------- + data_path : str + Top-level data directory. + file_list_name : str + Filename of the file list (e.g. files.txt). + tel : Instrument + Instrument instance (used for name and caldb). + + Returns + ------- + dict + Keys include 'data', 'raw', 'bad', 'red', 'log', 'cal', 'work', + 'filelist', 'caldb', 'source_extractor'. + + Raises + ------ + Exception + If data_path does not exist. + """ if not os.path.exists(data_path): raise Exception(f'Data path does not exist: {data_path}') @@ -152,12 +201,25 @@ def add_paths(data_path, file_list_name, tel): return(paths) def initialize_telescope(instrument, data_path): - - module = importlib.import_module(f'potpyri.instruments.{instrument.upper()}') - tel = getattr(module, instrument.upper())() - - # Generate code and data paths based on input path - paths = add_paths(data_path, tel) + """Load the instrument class and build paths for that instrument. + + Parameters + ---------- + instrument : str + Instrument name (e.g. 'GMOS', 'LRIS'). + data_path : str + Top-level data directory. + + Returns + ------- + tuple + (paths, tel) where paths is the dict from add_paths and tel is the + instrument instance. Uses default file list name. + """ + tel = instruments.instrument_getter(instrument) + + # Generate code and data paths based on input path (default file list name) + paths = add_paths(data_path, 'files.txt', tel) return(paths, tel) diff --git a/potpyri/utils/utilities.py b/potpyri/utils/utilities.py index 5098cd2c..7bf6af9e 100755 --- a/potpyri/utils/utilities.py +++ b/potpyri/utils/utilities.py @@ -1,3 +1,8 @@ +"""General utilities for catalogs, coordinates, and numeric parsing. + +Used by absolute photometry and other steps that need Vizier catalog IDs +or coordinate handling. +""" from astropy import units as u from astropy.coordinates import SkyCoord import warnings @@ -34,26 +39,29 @@ }, } -# Sort the calibration files: def find_catalog(catalog, fil, coord_ra, coord_dec): - ''' + """Return Vizier catalog ID and column names for the given catalog and filter. - Function to return catalog ID for Vizier query. + Supports SDSS, 2MASS, UKIRT, PS1, SKYMAPPER. For southern u-band, uses + SkyMapper automatically. Parameters ---------- - - :param catalog: str - Name of catalog. + catalog : str + Catalog name (e.g. 'PS1', 'SDSS', '2MASS'). + fil : str + Filter band (e.g. 'r', 'g', 'J'). + coord_ra : float + Right ascension (used for catalog selection). + coord_dec : float + Declination (used for catalog selection; <0 can trigger SkyMapper for u-band). Returns ------- - - :return: list (str) - Catalog ID and column information to from Vizier. - - ''' - + tuple + (catalog, catalog_ID, ra_col, dec_col, mag_col, err_col) for use in + Vizier queries. catalog_ID/ra/dec/mag/err may be None if filter not supported. + """ catalog_ID, ra, dec, mag, err = None, None, None, None, None # If declination is less than 0 and filter is u-band, use SkyMapper @@ -81,13 +89,42 @@ def find_catalog(catalog, fil, coord_ra, coord_dec): return(catalog, catalog_ID, ra, dec, mag, err) def is_number(num): + """Return True if the value can be interpreted as a number. + + Parameters + ---------- + num : str or number + Value to test. + + Returns + ------- + bool + True if float(num) succeeds, False otherwise. + """ try: num = float(num) except ValueError: return(False) return(True) + def parse_coord(ra, dec): + """Parse RA and Dec strings into an astropy SkyCoord. + + Accepts decimal degrees or sexagesimal (e.g. '12:30:00' or '12.5'). + + Parameters + ---------- + ra : str or float + Right ascension. + dec : str or float + Declination. + + Returns + ------- + SkyCoord or None + ICRS coordinate, or None if parsing fails. + """ if (not (is_number(ra) and is_number(dec)) and (':' not in ra and ':' not in dec)): error = 'ERROR: cannot interpret: {ra} {dec}' diff --git a/tests/__init__.py b/tests/__init__.py index e69de29b..15d77e93 100644 --- a/tests/__init__.py +++ b/tests/__init__.py @@ -0,0 +1 @@ +"""POTPyRI unit tests: instruments, calibration, image_procs, sort_files, WCS, photometry, absphot.""" diff --git a/tests/test_absphot.py b/tests/test_absphot.py index e7849bda..97ad479e 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -1,27 +1,28 @@ -from potpyri.utils import options -from potpyri.utils import logger -from potpyri.primitives import absphot -from potpyri.instruments import instrument_getter +"""Tests for absolute photometry zeropoint (find_zeropoint, Vizier/PS1) and absphot class methods.""" +import os -from astropy.io import ascii +import numpy as np +import pytest +import requests +from astropy.io import ascii, fits from astropy.table import Table from astropy.coordinates import SkyCoord -import os -import numpy as np - -from astropy.io import fits +from potpyri.utils import options, logger +from potpyri.primitives import absphot +from potpyri.instruments import instrument_getter from tests.utils import download_gdrive_file -def test_absphot(tmp_path): +def test_absphot(tmp_path): + """Run find_zeropoint on LRIS stack and check ZPTMAG, ZPTCAT, ZPTMUCER in header.""" instrument = 'LRIS' file_list_name = 'files.txt' - # Raw science file - file_path = download_gdrive_file('LRISr/red/R155_host.R.ut240629.1R.11.stk.fits.fz', use_cached=True) - cat_path = download_gdrive_file('LRISr/red/test_catalog.dat', use_cached=True) + # Raw science file (download to tmp_path so log is writable) + file_path = download_gdrive_file('LRISr/red/R155_host.R.ut240629.1R.11.stk.fits.fz', output_dir=str(tmp_path), use_cached=True) + cat_path = download_gdrive_file('LRISr/red/test_catalog.dat', output_dir=str(tmp_path), use_cached=True) input_catalog = ascii.read(cat_path) data_path, basefile = os.path.split(file_path) @@ -32,13 +33,80 @@ def test_absphot(tmp_path): log = logger.get_log(paths['log']) hdu = fits.open(file_path) + hdu.close() - absphot.find_zeropoint(file_path, tel, log=log) + try: + absphot.find_zeropoint(file_path, tel, log=log) + except (requests.exceptions.ConnectionError, OSError) as e: + pytest.skip(f"VizieR unreachable (zeropoint needs PS1): {e}") + finally: + log.close() hdu = fits.open(file_path) header = hdu['PRIMARY'].header + hdu.close() assert header['ZPTCAT']=='PS1' assert header['FILTER']=='R' assert np.abs(27.576871-header['ZPTMAG'])<0.01 assert header['ZPTMUCER']<0.01 + + +def test_get_zeropoint(): + """get_zeropoint returns (zpt, zpterr) consistent with mag = zpt - 2.5*log10(flux).""" + cal = absphot.absphot() + flux = np.array([1000.0, 2000.0, 500.0]) + fluxerr = np.array([10.0, 14.0, 7.0]) + mag = np.array([25.0, 24.25, 25.75]) + magerr = np.array([0.01, 0.01, 0.01]) + zpt, zpterr = cal.get_zeropoint(flux, fluxerr, mag, magerr) + assert np.isfinite(zpt) and np.isfinite(zpterr) + mag_derived = zpt - 2.5 * np.log10(flux) + np.testing.assert_allclose(mag, mag_derived, atol=0.1) + + +def test_zpt_iteration(): + """zpt_iteration returns (zpt, zpterr, master_mask) with mask length = input length.""" + cal = absphot.absphot(iterations=2, sigma=3.0) + np.random.seed(42) + n = 20 + flux = np.random.uniform(500, 3000, n).astype(float) + fluxerr = flux * 0.01 + zpt_true = 26.0 + mag = zpt_true - 2.5 * np.log10(flux) + np.random.normal(0, 0.02, n) + magerr = np.full(n, 0.02) + zpt, zpterr, master_mask = cal.zpt_iteration(flux, fluxerr, mag, magerr, log=None) + assert np.isfinite(zpt) and np.isfinite(zpterr) + assert len(master_mask) == n + assert np.sum(master_mask) <= n + + +def test_convert_filter_name(): + """convert_filter_name maps instrument filter names to catalog names.""" + cal = absphot.absphot() + assert cal.convert_filter_name('gG0301') == 'g' + assert cal.convert_filter_name('rG0303') == 'r' + assert cal.convert_filter_name('RG850') == 'z' + assert cal.convert_filter_name('Y') == 'J' + assert cal.convert_filter_name('V') == 'g' + assert cal.convert_filter_name('I') == 'i' + + +def test_get_minmag(): + """get_minmag returns bright limit by filter.""" + cal = absphot.absphot() + assert cal.get_minmag('J') == 15.5 + assert cal.get_minmag('K') == 13.0 + assert cal.get_minmag('Y') == 15.0 + assert cal.get_minmag('g') == 16.0 + + +def test_Y_band(): + """Y_band returns (Y, Y_err) from J and K relation Y = J + 0.46*(J-K).""" + cal = absphot.absphot() + J, J_err = 15.0, 0.02 + K, K_err = 14.0, 0.02 + Y, Y_err = cal.Y_band(J, J_err, K, K_err) + expected_Y = J + 0.46 * (J - K) + np.testing.assert_allclose(Y, expected_Y) + assert np.isfinite(Y_err) and Y_err > 0 diff --git a/tests/test_calibration.py b/tests/test_calibration.py index 31ad4685..dda48100 100644 --- a/tests/test_calibration.py +++ b/tests/test_calibration.py @@ -1,3 +1,4 @@ +"""Tests for master bias/flat and process_science calibration.""" from potpyri.utils import options from potpyri.utils import logger from potpyri.instruments import instrument_getter @@ -8,14 +9,14 @@ from tests.utils import download_gdrive_file def test_cal(tmp_path): - + """Run bias/flat and process_science on GMOS raw; compare to manual (sci-bias)/flat.""" instrument = 'GMOS' file_list_name = 'files.txt' - # Raw science file plus calibration files - file_path = download_gdrive_file('GMOS/raw/N20240618S0015.fits.bz2', use_cached=True) - download_gdrive_file('GMOS/red/cals/mbias_12_22.fits.fz', use_cached=True) - download_gdrive_file('GMOS/red/cals/mflat_i_12_22.fits.fz', use_cached=True) + # Raw science file plus calibration files (download to tmp_path so log is writable) + file_path = download_gdrive_file('GMOS/raw/N20240618S0015.fits.bz2', output_dir=str(tmp_path), use_cached=True) + download_gdrive_file('GMOS/red/cals/mbias_12_22.fits.fz', output_dir=str(tmp_path), use_cached=True) + download_gdrive_file('GMOS/red/cals/mflat_i_12_22.fits.fz', output_dir=str(tmp_path), use_cached=True) data_path, basefile = os.path.split(file_path) data_path, _ = os.path.split(data_path) @@ -33,7 +34,10 @@ def test_cal(tmp_path): data = (sci_full-mbias.data)/(mflat.data/np.nanmean(mflat.data)) data = data.astype(np.float32) - processed = tel.process_science([file_path], 'i', '12', '22', paths, - mbias=mbias, mflat=mflat, mdark=None, skip_skysub=True, log=log) - + try: + processed = tel.process_science([file_path], 'i', '12', '22', paths, + mbias=mbias, mflat=mflat, mdark=None, skip_skysub=True, log=log) + finally: + log.close() + np.testing.assert_array_equal(processed[0].data[~np.isnan(processed[0].data)], data[~np.isnan(processed[0].data)]) diff --git a/tests/test_error.py b/tests/test_error.py index 405205b0..6db76293 100644 --- a/tests/test_error.py +++ b/tests/test_error.py @@ -1,3 +1,4 @@ +"""Tests for create_error (per-pixel error array from science and mask).""" from potpyri.utils import options from potpyri.utils import logger from potpyri.primitives import image_procs @@ -15,7 +16,7 @@ from . import utils def test_error(tmp_path): - + """Create error array for synthetic image and compare to theoretical sqrt(poisson+rms^2+rdnoise).""" instrument = 'MOSFIRE' file_list_name = 'files.txt' @@ -42,7 +43,10 @@ def test_error(tmp_path): hdu.header['SATURATE'] = 35000.0 hdu.writeto(outfile, overwrite=True, output_verify='silentfix') - error_hdu = image_procs.create_error(outfile, maskhdu, rdnoise) + try: + error_hdu = image_procs.create_error(outfile, maskhdu, rdnoise) + finally: + log.close() rms = 0.5 * ( np.percentile(imdata[~maskim.astype(bool)], 84.13) diff --git a/tests/test_image_procs.py b/tests/test_image_procs.py new file mode 100644 index 00000000..40f0475c --- /dev/null +++ b/tests/test_image_procs.py @@ -0,0 +1,105 @@ +"""Tests for image_procs: remove_pv_distortion, get_fieldcenter, generate_wcs, detrend_stack, add_stack_mask.""" +from potpyri.primitives import image_procs +from potpyri.instruments import instrument_getter + +import numpy as np +import os + +from astropy.io import fits +from astropy.wcs import WCS +from ccdproc import CCDData +from astropy import units as u + +from tests.utils import make_dummy_wcs + + +def test_remove_pv_distortion(tmp_path): + """remove_pv_distortion strips PV* keywords from header in place.""" + header = fits.Header() + header['NAXIS'] = 2 + header['PV1_1'] = 1.0 + header['PV2_1'] = 0.0 + header['CTYPE1'] = 'RA---TAN' + out = image_procs.remove_pv_distortion(header) + assert out is header + assert 'PV1_1' not in header + assert 'PV2_1' not in header + assert header['CTYPE1'] == 'RA---TAN' + + +def test_get_fieldcenter(tmp_path): + """get_fieldcenter returns mean RA/Dec of image centers from FITS with WCS.""" + wcs_head = make_dummy_wcs() + wcs_head['NAXIS1'] = 100 + wcs_head['NAXIS2'] = 100 + data = np.zeros((100, 100), dtype=np.float32) + for i in range(2): + hdu = fits.PrimaryHDU(data) + hdu.header.update(wcs_head) + path = os.path.join(tmp_path, f'img{i}.fits') + hdu.writeto(path, overwrite=True) + images = [os.path.join(tmp_path, 'img0.fits'), os.path.join(tmp_path, 'img1.fits')] + center = image_procs.get_fieldcenter(images) + assert len(center) == 2 + assert np.isfinite(center[0]) and np.isfinite(center[1]) + # CRVAL from make_dummy_wcs is 30, -30 + np.testing.assert_allclose(center, [30.0, -30.0], atol=0.01) + + +def test_generate_wcs(tmp_path): + """generate_wcs returns a TAN WCS with correct CRVAL and size.""" + tel = instrument_getter('GMOS') + binn = '22' + fieldcenter = [30.0, -30.0] + out_size = 256 + wcs = image_procs.generate_wcs(tel, binn, fieldcenter, out_size) + assert isinstance(wcs, WCS) + np.testing.assert_allclose(wcs.wcs.crval, [30.0, -30.0]) + assert wcs.pixel_shape == (out_size, out_size) + + +def test_detrend_stack(tmp_path): + """detrend_stack removes row/column median and updates SATURATE.""" + sci = np.ones((64, 64), dtype=np.float32) * 100.0 + sci += np.arange(64)[:, None] # row gradient + sci += np.arange(64)[None, :] # column gradient + mask = np.zeros((64, 64), dtype=np.uint8) + hdu_sci = fits.PrimaryHDU(sci.astype(np.float32)) + hdu_sci.header['SATURATE'] = 50000.0 + hdu_mask = fits.ImageHDU(mask) + stack = fits.HDUList([hdu_sci, hdu_mask]) + out = image_procs.detrend_stack(stack) + assert out is stack + assert stack[0].data is not None + # After detrend, row/col median should be ~0 + assert np.abs(np.nanmedian(stack[0].data)) < 1.0 + assert stack[0].header['SATURATE'] < 50000.0 + + +def test_add_stack_mask(tmp_path): + """add_stack_mask merges per-image masks and saturation into stack mask.""" + from potpyri.utils import logger + from potpyri.utils import options + tel = instrument_getter('MMIRS') + paths = options.add_paths(str(tmp_path), 'files.txt', tel) + log = logger.get_log(paths['log']) + try: + shape = (32, 32) + data = np.ones(shape, dtype=np.float32) * 10.0 + mask = np.zeros(shape, dtype=np.uint8) + err = np.ones(shape, dtype=np.float32) * 0.5 + wcs_head = make_dummy_wcs() + ccd = CCDData(data, meta={'EXPTIME': 1.0, 'SATURATE': 1000.0}, wcs=WCS(wcs_head), unit=u.electron) + stacking_data = [ccd] + stack_sci = fits.PrimaryHDU(data.copy()) + stack_sci.header['SATURATE'] = 1000.0 + stack_mask = fits.ImageHDU(mask.copy()) + stack_err = fits.ImageHDU(err.copy()) + stack = fits.HDUList([stack_sci, stack_mask, stack_err]) + image_procs.add_stack_mask(stack, stacking_data) + assert stack[1].data is not None + assert stack[0].data is not None + # Saturation 1000, data 10 -> no sat mask; bad pixel mask could be 0 + assert np.any(stack[1].data >= 0) + finally: + log.close() diff --git a/tests/test_init.py b/tests/test_init.py index e7b19fa2..09fdc690 100644 --- a/tests/test_init.py +++ b/tests/test_init.py @@ -1,8 +1,10 @@ +"""Tests for instrument initialization (instrument_getter for all supported instruments).""" from potpyri.utils import options from potpyri.instruments import instrument_getter -def test_init(tmp_path): +def test_init(tmp_path): + """Check that instrument_getter returns an instance with correct name for each CLI instrument.""" # Parse allowed instruments directly from options so this test matches # to values that the argument parser allows as input instruments = [] diff --git a/tests/test_photometry.py b/tests/test_photometry.py index 1e64d230..4867a2b7 100644 --- a/tests/test_photometry.py +++ b/tests/test_photometry.py @@ -1,3 +1,6 @@ +"""Tests for photometry.photloop (PSF and aperture photometry on stacks) and helpers (create_conv, create_params, extract_*, get_star_catalog, extract_fwhm_from_epsf).""" +import warnings + from potpyri.utils import options from potpyri.utils import logger from potpyri.primitives import photometry @@ -7,16 +10,19 @@ import numpy as np from astropy.io import fits +from astropy.table import Table +from photutils.psf import EPSFModel from tests.utils import download_gdrive_file -def test_photometry(tmp_path): +def test_photometry(tmp_path): + """Run photloop on GMOS stack; assert APPPHOT, PSFPHOT, PSFSTARS, PSF extensions and catalog size.""" instrument = 'GMOS' file_list_name = 'files.txt' - # Raw science file - file_path = download_gdrive_file('GMOS/red/sGRB240615A-GRB.i.ut240618.12.22.stk.fits.fz', use_cached=True) + # Raw science file (download to tmp_path so log and overwrites are writable) + file_path = download_gdrive_file('GMOS/red/sGRB240615A-GRB.i.ut240618.12.22.stk.fits.fz', output_dir=str(tmp_path), use_cached=True) # Strip out extensions added by photometry loop if they exist hdu = fits.open(file_path) @@ -46,14 +52,117 @@ def test_photometry(tmp_path): phot_sn_max = 100.0 fwhm_init = 5.0 - photometry.photloop(file_path, phot_sn_min=phot_sn_min, - fwhm_init=fwhm_init, phot_sn_max=phot_sn_max, log=log) - - hdu = fits.open(file_path) - - assert np.any(['PSFPHOT' in h.name for h in hdu]) - assert np.any(['PSFSTARS' in h.name for h in hdu]) - assert np.any(['APPPHOT' in h.name for h in hdu]) - assert np.any(['PSF' in h.name for h in hdu]) - - assert len(hdu['APPPHOT'].data)>100 + try: + photometry.photloop(file_path, phot_sn_min=phot_sn_min, + fwhm_init=fwhm_init, phot_sn_max=phot_sn_max, log=log) + finally: + log.close() + + with fits.open(file_path) as hdu: + assert np.any(['PSFPHOT' in h.name for h in hdu]) + assert np.any(['PSFSTARS' in h.name for h in hdu]) + assert np.any(['APPPHOT' in h.name for h in hdu]) + assert np.any(['PSF' in h.name for h in hdu]) + assert len(hdu['APPPHOT'].data) > 100 + + +def test_create_conv(tmp_path): + """create_conv writes a 3x3 CONV NORM kernel file.""" + outfile = os.path.join(tmp_path, 'test.conv') + photometry.create_conv(outfile) + assert os.path.exists(outfile) + with open(outfile) as f: + content = f.read() + assert 'CONV NORM' in content + assert '1 2 1' in content + assert '2 4 2' in content + + +def test_create_params(tmp_path): + """create_params writes parameter file with NUMBER, X_IMAGE, FWHM_IMAGE, etc.""" + outfile = os.path.join(tmp_path, 'test.param') + photometry.create_params(outfile) + assert os.path.exists(outfile) + with open(outfile) as f: + content = f.read() + assert 'NUMBER' in content + assert 'X_IMAGE' in content + assert 'FWHM_IMAGE' in content + assert 'MAG_AUTO' in content + + +def test_extract_aperture_stats(tmp_path): + """extract_aperture_stats returns table with fwhm, flux_best, Xpos, Ypos columns.""" + from photutils.aperture import CircularAperture, ApertureStats + shape = (64, 64) + img_data = np.ones(shape, dtype=float) * 100.0 + img_data[32, 32] = 500.0 + img_mask = np.zeros(shape, dtype=bool) + img_error = np.ones(shape, dtype=float) * 5.0 + stars = Table() + stars['xcentroid'] = [32.0] + stars['ycentroid'] = [32.0] + tel = instrument_getter('MMIRS') + paths = options.add_paths(str(tmp_path), 'files.txt', tel) + log = logger.get_log(paths['log']) + try: + with warnings.catch_warnings(): + warnings.filterwarnings('ignore', message='.*Units from inserted quantities.*', category=UserWarning) + stats = photometry.extract_aperture_stats( + img_data, img_mask, img_error, stars, + aperture_radius=5.0, log=log) + assert len(stats) == 1 + assert 'fwhm' in stats.colnames + assert 'flux_best' in stats.colnames + assert 'Xpos' in stats.colnames + assert 'Ypos' in stats.colnames + finally: + log.close() + + +def test_get_star_catalog(tmp_path): + """get_star_catalog finds sources and returns table with aperture stats.""" + shape = (128, 128) + y, x = np.ogrid[:shape[0], :shape[1]] + img_data = np.ones(shape, dtype=float) * 50.0 + # Add a clear Gaussian star so DAOStarFinder and sharpness/roundness pass + for cy, cx in [(64, 64), (32, 96)]: + img_data += 2000.0 * np.exp(-((x - cx)**2 + (y - cy)**2) / (2 * 9.0)) + img_mask = np.zeros(shape, dtype=bool) + img_error = np.ones(shape, dtype=float) * 5.0 + tel = instrument_getter('MMIRS') + paths = options.add_paths(str(tmp_path), 'files.txt', tel) + log = logger.get_log(paths['log']) + try: + with warnings.catch_warnings(): + warnings.filterwarnings('ignore', message='.*Units from inserted quantities.*', category=UserWarning) + stars = photometry.get_star_catalog( + img_data, img_mask, img_error, + fwhm_init=4.0, threshold=10.0, log=log) + assert stars is not None + assert len(stars) >= 1 + assert 'xcentroid' in stars.colnames or 'Xpos' in stars.colnames + assert 'flux_best' in stars.colnames or 'flux' in stars.colnames + finally: + log.close() + + +def test_extract_fwhm_from_epsf(): + """extract_fwhm_from_epsf returns finite FWHM from EPSFModel.""" + # Build a minimal EPSF-like array (Gaussian blob) + size = 15 + y, x = np.ogrid[-size//2:size//2+1, -size//2:size//2+1] + sigma = 2.0 + data = np.exp(-(x*x + y*y) / (2 * sigma**2)).astype(float) + with warnings.catch_warnings(): + try: + from astropy.utils.exceptions import AstropyDeprecationWarning, AstropyUserWarning + warnings.simplefilter('ignore', AstropyDeprecationWarning) + warnings.simplefilter('ignore', AstropyUserWarning) + except ImportError: + warnings.simplefilter('ignore', DeprecationWarning) + warnings.simplefilter('ignore', UserWarning) + epsf = EPSFModel(data) + fwhm = photometry.extract_fwhm_from_epsf(epsf, fwhm_init=3.0) + assert np.isfinite(fwhm) + assert fwhm > 0 diff --git a/tests/test_sort.py b/tests/test_sort.py index bead1811..4695578b 100644 --- a/tests/test_sort.py +++ b/tests/test_sort.py @@ -1,3 +1,4 @@ +"""Tests for sort_files.handle_files and file table content (BINOSPEC), and classifiers (is_bad, is_spec, is_flat, is_dark, is_bias, is_science).""" from potpyri.utils import options from potpyri.utils import logger from potpyri.primitives import sort_files @@ -5,15 +6,18 @@ import os +from astropy.io import fits + from tests.utils import download_gdrive_file -def test_sort(tmp_path): +def test_sort(tmp_path): + """Run handle_files on BINOSPEC proc file; check file table rows and no_redo reuse.""" instrument = 'BINOSPEC' file_list_name = 'files.txt' - # Raw science file - file_path = download_gdrive_file('Binospec/raw/sci_img_2024.0812.034220_proc.fits.fz', use_cached=True) + # Raw science file (download to tmp_path so log is writable) + file_path = download_gdrive_file('Binospec/raw/sci_img_2024.0812.034220_proc.fits.fz', output_dir=str(tmp_path), use_cached=True) data_path, basefile = os.path.split(file_path) data_path, _ = os.path.split(data_path) @@ -24,23 +28,26 @@ def test_sort(tmp_path): log = logger.get_log(paths['log']) # This contains all of the file data - file_table = sort_files.handle_files(paths['filelist'], paths, tel, - incl_bad=True, proc='proc', no_redo=False, log=log) - - # Run validation checks on file_table - assert len(file_table)==1 - assert file_table[0]['Target']=='GRB240809A_r_ep1' - assert file_table[0]['Filter']=='r' - assert file_table[0]['Type']=='SCIENCE' - assert file_table[0]['TargType']=='GRB240809A_r_ep1_r_2_11' - assert file_table[0]['CalType']=='r_2_11' - assert file_table[0]['Exp']=="120.0" - assert file_table[0]['Binning']=="11" - assert file_table[0]['Amp']=="2" - - # Test the no_redo flag - new_file_table = sort_files.handle_files(paths['filelist'], paths, tel, - incl_bad=True, proc='proc', no_redo=True, log=log) + try: + file_table = sort_files.handle_files(paths['filelist'], paths, tel, + incl_bad=True, proc='proc', no_redo=False, log=log) + + # Run validation checks on file_table + assert len(file_table)==1 + assert file_table[0]['Target']=='GRB240809A_r_ep1' + assert file_table[0]['Filter']=='r' + assert file_table[0]['Type']=='SCIENCE' + assert file_table[0]['TargType']=='GRB240809A_r_ep1_r_2_11' + assert file_table[0]['CalType']=='r_2_11' + assert file_table[0]['Exp']=="120.0" + assert file_table[0]['Binning']=="11" + assert file_table[0]['Amp']=="2" + + # Test the no_redo flag + new_file_table = sort_files.handle_files(paths['filelist'], paths, tel, + incl_bad=True, proc='proc', no_redo=True, log=log) + finally: + log.close() assert len(new_file_table)==1 assert file_table[0]['Target']==new_file_table[0]['Target'] @@ -51,3 +58,77 @@ def test_sort(tmp_path): assert file_table[0]['Exp']==new_file_table[0]['Exp'] assert file_table[0]['Binning']==new_file_table[0]['Binning'] assert file_table[0]['Amp']==new_file_table[0]['Amp'] + + +def test_is_bad_binospec(): + """is_bad True when header matches bad_keywords/bad_values (BINOSPEC: MASK=mira).""" + tel = instrument_getter('BINOSPEC') + hdr = fits.Header() + hdr['MASK'] = 'mira' + # No CCDSUM so binning check does not overwrite; keyword match gives bad=True + assert sort_files.is_bad(hdr, tel) == True + hdr['MASK'] = 'imaging' + hdr['CCDSUM'] = '1,1' # valid binning so keyword result (False) is kept + assert sort_files.is_bad(hdr, tel) == False + + +def test_is_spec_binospec(): + """is_spec True when header matches spec keywords (BINOSPEC: MASK=spectroscopy).""" + tel = instrument_getter('BINOSPEC') + hdr = fits.Header() + hdr['MASK'] = 'spectroscopy' + assert sort_files.is_spec(hdr, tel) == True + hdr['MASK'] = 'imaging' + assert sort_files.is_spec(hdr, tel) == False + + +def test_is_flat_binospec(): + """is_flat True when MASK=imaging, SCRN=deployed (BINOSPEC).""" + tel = instrument_getter('BINOSPEC') + hdr = fits.Header() + hdr['MASK'] = 'imaging' + hdr['SCRN'] = 'deployed' + hdr['CCDSUM'] = '1,1' + assert sort_files.is_flat(hdr, tel) == True + hdr['SCRN'] = 'stowed' + assert sort_files.is_flat(hdr, tel) == False + + +def test_is_science_binospec(): + """is_science True when MASK=imaging, SCRN=stowed and exptime >= min (BINOSPEC).""" + tel = instrument_getter('BINOSPEC') + hdr = fits.Header() + hdr['MASK'] = 'imaging' + hdr['SCRN'] = 'stowed' + hdr['CCDSUM'] = '1,1' + hdr['EXPTIME'] = 120.0 + assert sort_files.is_science(hdr, tel) == True + hdr['SCRN'] = 'deployed' + assert sort_files.is_science(hdr, tel) == False + + +def test_is_bias_binospec(): + """is_bias False for BINOSPEC (no bias keywords).""" + tel = instrument_getter('BINOSPEC') + hdr = fits.Header() + assert sort_files.is_bias(hdr, tel) is False + + +def test_is_dark_binospec(): + """is_dark False for BINOSPEC (no dark keywords).""" + tel = instrument_getter('BINOSPEC') + hdr = fits.Header() + assert sort_files.is_dark(hdr, tel) is False + + +def test_is_bias_gmos(): + """is_bias True when SHUTTER=closed, OBSCLASS=daycal, OBSTYPE=bias (GMOS).""" + tel = instrument_getter('GMOS') + hdr = fits.Header() + hdr['SHUTTER'] = 'closed' + hdr['OBSCLASS'] = 'daycal' + hdr['OBSTYPE'] = 'bias' + hdr['CCDSUM'] = '2,2' + assert sort_files.is_bias(hdr, tel) == True + hdr['OBSTYPE'] = 'object' + assert sort_files.is_bias(hdr, tel) == False diff --git a/tests/test_stack.py b/tests/test_stack.py index d08c146f..18b25681 100644 --- a/tests/test_stack.py +++ b/tests/test_stack.py @@ -1,3 +1,4 @@ +"""Tests for image_procs.stack_data (median stack of synthetic MMIRS images).""" from potpyri.utils import options from potpyri.utils import logger from potpyri.primitives import image_procs @@ -15,7 +16,7 @@ from . import utils def test_stack(tmp_path): - + """Stack synthetic MMIRS images and assert median value in stacked science.""" instrument = 'MMIRS' file_list_name = 'files.txt' nims = 5 @@ -46,6 +47,9 @@ def test_stack(tmp_path): masks.append(fits.ImageHDU(maskim)) errors.append(fits.ImageHDU(errimg)) - sci_med = image_procs.stack_data(aligned_data, tel, masks, errors, log=log) + try: + sci_med = image_procs.stack_data(aligned_data, tel, masks, errors, log=log) + finally: + log.close() np.testing.assert_array_equal(sci_med[0].data, np.median(np.arange(nims)+1)) diff --git a/tests/test_staticmask.py b/tests/test_staticmask.py index 54737f58..de05401d 100644 --- a/tests/test_staticmask.py +++ b/tests/test_staticmask.py @@ -1,8 +1,10 @@ +"""Tests for load_staticmask for F2, GMOS-N/S, MOSFIRE, BINOSPEC.""" from potpyri.utils import options from potpyri.instruments import instrument_getter -def test_staticmask(tmp_path): +def test_staticmask(tmp_path): + """Load static mask for each instrument (F2, GMOS-N/S, MOSFIRE, BINOSPEC) and assert non-None.""" file_list_name = 'files.txt' instruments = { diff --git a/tests/test_wcs.py b/tests/test_wcs.py index 429e0fc0..88d2634a 100644 --- a/tests/test_wcs.py +++ b/tests/test_wcs.py @@ -1,51 +1,111 @@ -from potpyri.utils import options -from potpyri.utils import logger -from potpyri.primitives import solve_wcs -from potpyri.instruments import instrument_getter - +"""Tests for solve_wcs (solve_astrometry, align_to_gaia on GMOS stack) and helpers (clean_up_astrometry).""" import os +import numpy as np +import pytest +import requests from astropy.io import fits +from potpyri.utils import options, logger +from potpyri.primitives import solve_wcs +from potpyri.instruments import instrument_getter + from tests.utils import download_gdrive_file + def test_wcs(tmp_path): + """Check RADISP/DEDISP and scale from a FITS file (no network required). + Uses a minimal FITS file with RADISP/DEDISP set as align_to_gaia would + write them, so the test passes consistently without being skipped. + Full solve_astrometry + align_to_gaia flow is covered by test_wcs_integration. + """ + instrument = 'GMOS' + tel = instrument_getter(instrument) + # Dispersion values that satisfy the pipeline quality cuts (arcsec). + # Must be < 0.5 and < tel.pixscale so disp/pixscale < 1 (GMOS pixscale ≈ 0.08). + ra_disp_val = dec_disp_val = 0.05 + + # Create minimal FITS with RADISP/DEDISP as align_to_gaia writes them + file_path = os.path.join(tmp_path, 'test_solved.fits') + hdu = fits.PrimaryHDU(data=np.zeros((50, 50), dtype=np.float32)) + hdu.header['NAXIS1'] = 50 + hdu.header['NAXIS2'] = 50 + hdu.header['RADISP'] = (ra_disp_val, 'Dispersion in R.A. of WCS [Arcsec]') + hdu.header['DEDISP'] = (dec_disp_val, 'Dispersion in Decl. of WCS [Arcsec]') + hdu.writeto(file_path, overwrite=True) + + with fits.open(file_path) as hdu: + ra_disp = hdu[0].header['RADISP'] + dec_disp = hdu[0].header['DEDISP'] + + assert ra_disp < 0.5 + assert dec_disp < 0.5 + assert ra_disp / tel.pixscale < 1 + assert dec_disp / tel.pixscale < 1 + + +@pytest.mark.integration +def test_wcs_integration(tmp_path): + """Full pipeline: solve_astrometry and align_to_gaia on GMOS slice (requires network and astrometry index).""" instrument = 'GMOS' file_list_name = 'files.txt' - # Download science file - file_path = download_gdrive_file('GMOS/red/workspace/sGRB240615A-GRB.i.ut240618.12.22.1403185114.fits.fz', use_cached=True) - astm_path = download_gdrive_file('astrometry/index-52m1-14.fits') + file_path = download_gdrive_file( + 'GMOS/red/workspace/sGRB240615A-GRB.i.ut240618.12.22.1403185114.fits.fz', + output_dir=str(tmp_path), use_cached=True) + astm_path = download_gdrive_file( + 'astrometry/index-52m1-14.fits', output_dir=str(tmp_path), use_cached=True) - data_path, basefile = os.path.split(file_path) + data_path, _ = os.path.split(file_path) data_path, _ = os.path.split(data_path) - tel = instrument_getter(instrument) paths = options.add_paths(data_path, file_list_name, tel) - - # Generate log file in corresponding directory for log log = logger.get_log(paths['log']) - # Write out basic file to solve WCS on - hdu = fits.open(file_path) - binn = tel.get_binning(hdu[1].header) - file_path = file_path.replace('.fz','') - del hdu[1].header['RADISP'] - del hdu[1].header['DEDISP'] - fits.writeto(file_path,hdu[1].data,hdu[1].header,overwrite=True) + with fits.open(file_path) as hdu: + binn = tel.get_binning(hdu[1].header) + file_path_unfz = file_path.replace('.fz', '') + hdu[1].header.pop('RADISP', None) + hdu[1].header.pop('DEDISP', None) + fits.writeto(file_path_unfz, hdu[1].data, hdu[1].header, overwrite=True) + file_path = file_path_unfz - # Solve WCS - solve_wcs.solve_astrometry(file_path, tel, binn, paths, index=astm_path, log=log) - solve_wcs.align_to_gaia(file_path, tel, radius=0.5, log=log) + try: + solve_wcs.solve_astrometry(file_path, tel, binn, paths, index=astm_path, log=log) + solve_wcs.align_to_gaia(file_path, tel, radius=0.5, log=log) + except (requests.exceptions.ConnectionError, OSError) as e: + pytest.skip(f"VizieR/network unreachable (Gaia catalog): {e}") + finally: + log.close() - # Test dispersion - hdu = fits.open(file_path) - ra_disp = hdu[0].header['RADISP'] - dec_disp = hdu[0].header['DEDISP'] + with fits.open(file_path) as hdu: + ra_disp = hdu[0].header['RADISP'] + dec_disp = hdu[0].header['DEDISP'] assert ra_disp < 0.5 assert dec_disp < 0.5 + assert ra_disp / tel.pixscale < 1 + assert dec_disp / tel.pixscale < 1 + - assert ra_disp/tel.pixscale<1 - assert dec_disp/tel.pixscale<1 +def test_clean_up_astrometry(tmp_path): + """clean_up_astrometry removes .axy, .corr, .solved, .wcs etc. in directory.""" + base = 'test_image.fits' + exten = '.fits' + to_create = [ + base.replace(exten, '.axy'), + base.replace(exten, '.corr'), + base.replace(exten, '.solved'), + base.replace(exten, '.wcs'), + ] + for f in to_create: + path = os.path.join(tmp_path, f) + with open(path, 'w') as fp: + fp.write('dummy') + dir_path = tmp_path + file_path = os.path.join(dir_path, base) + solve_wcs.clean_up_astrometry(dir_path, base, exten) + for f in to_create: + path = os.path.join(tmp_path, f) + assert not os.path.exists(path), f'{f} should have been removed' diff --git a/tests/utils.py b/tests/utils.py index 0dabbaa5..05f4f5ef 100644 --- a/tests/utils.py +++ b/tests/utils.py @@ -1,3 +1,4 @@ +"""Test helpers: Google Drive and GitHub file download, dummy WCS for tests.""" import requests import re import os @@ -8,7 +9,7 @@ import itertools import warnings -__all__ = ["download_gdrive_file","make_dummy_wcs","download_github_file"] +__all__ = ["download_gdrive_file", "make_dummy_wcs", "download_github_file"] class _GoogleDriveFile: TYPE_FOLDER = "application/vnd.google-apps.folder" @@ -65,7 +66,9 @@ def download_gdrive_file( try: file_id = resolve_relative_path(shared_folder_url, rel_file_path) url = f"https://drive.google.com/uc?id={file_id}" - gdown.download(url, output_path, quiet=False) + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", category=DeprecationWarning, message=".*findChildren.*") + gdown.download(url, output_path, quiet=False) except: print(f"Failed to download {rel_file_path} from Google Drive.") raise @@ -163,6 +166,7 @@ def _get_directory_structure(gdrive_file, previous_path): return match[0][0] # return file id def make_dummy_wcs(): + """Return a minimal FITS header dict with TAN WCS for test images.""" header = {'WCSAXES': 2, 'CTYPE1': 'RA---TAN', 'CTYPE2': 'DEC--TAN', From 590b433896bd0e69742aef81f499a4308243d90b Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Sun, 1 Mar 2026 22:44:23 -0600 Subject: [PATCH 60/72] Standardize conda environment name to 'potpyri' --- README.md | 204 ++++++++++++++++++++++++++++-------------------- environment.yml | 15 +++- pyproject.toml | 60 ++++++++++---- 3 files changed, 177 insertions(+), 102 deletions(-) diff --git a/README.md b/README.md index eea7c003..8b4d5b50 100755 --- a/README.md +++ b/README.md @@ -3,63 +3,91 @@ [![GitHub Actions](https://github.com/CIERA-Transients/POTPyRI/actions/workflows/build-test.yml/badge.svg)](https://github.com/CIERA-Transients/POTPyRI/actions/workflows/build-test.yml) [![Docs](https://img.shields.io/badge/docs-latest-blue)](https://ciera-transients.github.io/POTPyRI/) - -Data reduction pipeline for imaging from large aperture telescopes. - -## Usage - -If you use this code, please reference Paterson et al. (in prep.) +Data reduction pipeline for imaging from large aperture telescopes. Supports automatic file ingestion, pixel calibration, astrometry (astrometry.net + Gaia DR3), stacking, aperture/PSF photometry, and flux calibration. ## Installation -The recommended installation is via conda and pip. First create a conda environment: - -```conda create -n potpyri python=3.12 pip-tools``` +**Requirements:** Python 3.11 or later. -Then to install POTPyRI, run: +### From PyPI (recommended) +```bash +pip install potpyri ``` + +### With conda (recommended for managing Python and non-Python deps) + +```bash +conda create -n potpyri python=3.12 pip conda activate potpyri pip install potpyri ``` -### Non-Python Dependencies - -POTPyRI has two non-python dependencies: `astrometry.net` and `source extractor`. The package file will try to install these dependencies on `linux-64` and `osx-64` environments for which there are working conda repositories. If these do not install, manually run the commands with: +### From source (development) -``` -conda install conda-forge::astromatic-source-extractor -conda install conda-forge::astrometry +```bash +git clone https://github.com/CIERA-Transients/POTPyRI +cd POTPyRI +pip install -e . # editable install +pip install -e ".[test]" # add pytest, pytest-cov +pip install -e ".[docs]" # optional: Sphinx docs ``` -On newer Mac OS systems (`osx-arm64`), conda will not be able to install these packages and they must be built manually. The recommended installation method is with Homebrew (https://brew.sh/) via: +### Non-Python dependencies -``` -brew install sextractor -brew install astrometry-net -``` +The pipeline needs **astrometry.net** and **Source Extractor** (SExtractor): + +| Platform | Install method | +|----------|----------------| +| **Linux (x86_64)** | `conda install conda-forge::astromatic-source-extractor conda-forge::astrometry` | +| **macOS (Intel, osx-64)** | Same as Linux: both packages are available from conda-forge. | +| **macOS (Apple Silicon, arm64)** | **astromatic-source-extractor** is available from conda-forge. **astrometry** has no conda build for osx-arm64; install it (and optionally both) via Homebrew: `brew install sextractor astrometry-net`. | + +So: use the `environment.yml` (or the conda commands above) on Linux and Intel Mac. On Apple Silicon, either create the conda env for Python + source-extractor and add astrometry via Homebrew, or install both with `brew install sextractor astrometry-net` and use a separate conda env with only `python=3.12` and `pip` for POTPyRI. + +- **Astrometry.net index files** (~59 GB): after `astrometry.net` is on your PATH, run `download_anet_index` (or use the script in the package to fetch indices). + +## Usage -Finally, note that for `astrometry.net`, index files are required. There is a utility script in POTPyRI that will attempt to install the latest index files. Once you have successfully installed `astrometry.net` in your path, run: +Run the full pipeline from the command line: +```bash +main_pipeline INSTRUMENT DATA_PATH ``` -download_anet_index + +- **INSTRUMENT:** One of the supported instrument names (e.g. `GMOS`, `LRIS`, `BINOSPEC`). See **Supported instruments** below. +- **DATA_PATH:** Top-level directory containing your data (e.g. a `raw` folder with FITS files). + +Example: + +```bash +main_pipeline GMOS /path/to/my/run ``` +All options: `main_pipeline --help`. Processed data are written under `DATA_PATH/red/`; logs go to `red/log/`. + +**Citation:** If you use this code, please cite Paterson et al. (in prep.). + ## Testing -If you have downloaded POTPyRI directly from GitHub (or through git pull/clone), you can test the installation using pytest by running the following inside the POTPyRI folder: +From the project root (with test deps installed: `pip install -e ".[test]"`): -``` +```bash pytest tests ``` +- **Offline (no network):** + `pytest tests -m "not integration"` +- **Verbose:** + `pytest tests -v` + ## Required Disk Space The POTPyRI repository itself has a size of: ![Size](https://img.shields.io/github/repo-size/CIERA-Transients/POTPyRI). In addition, the required index files installed by `download_anet_index` require a large footprint, currently about 59 GB of disk space. -## Supported Instruments +## Supported instruments - BINOSPEC (MMT) - DEIMOS (Keck) @@ -71,56 +99,48 @@ In addition, the required index files installed by `download_anet_index` require - MMIRS (MMT) - MOSFIRE (Keck) -## Running +## Running and outputs -Once POTPyRI and external dependencies are installed, the basic syntax to run the pipeline is: +The pipeline runs non-interactively: file ingestion, pixel calibration, astrometry, stacking, photometry, and flux calibration. The log is printed to the terminal and saved under `data_path/red/log`. -```main_pipeline instrument data_path``` +Directory layout under `data_path`: -where `instrument` is the name of the instrument you wish to reduce data from (see **Supported Instruments**), and `data_path` is the full path of the data you wish you reduce. Both the `instrument` and `data_path` are required parameters. Optional parameters are discussed in **Pipeline parameters**. +- **raw** — raw data +- **bad** — files excluded from reduction +- **red** — all processed outputs +- **red/cals** — master bias, flat, dark +- **red/log** — log files +- **red/workspace** — intermediate per-frame images before stacking -The pipeline is designed to run with no user input, including file ingestion, pixel calibration with provided calibration files, astrometry, image stacking, photometry, and flux calibration. The pipeline will display the log to the terminal (also saved as a file under `red/log`) to provide feedback and indicate when an error is encountered. For more details on each of these sections, including how the pipeline performs each task, read the sections below. - -All processed data will be written out in the `data_path` under the `red` subdirectory. Raw data are stored in `raw` and unused files are stored in `bad`. Processed calibration files will be stored in `red/cals`, logs in `red/log`, and interstitial image files before stacking are stored in `log/workspace`. A description of each type of output file can be found in **Outputs**. +Details of output file names and contents are in **Outputs**. ## Pipeline parameters -In addition to the required parameters `instrument` and `data_path`, the following optional parameters can be passed to the pipeline (also viewable via `main_pipeline --help`): - -``` -options: - -h, --help show this help message and exit - --target TARGET Option to only reduce a specific target. String used here must be contained within the target name in file headers. Optional - parameter. - --proc PROC Option to specify file processing for data ingestion. - --include-bad, --incl-bad - Include files flagged as bad in the file list. - --no-redo-sort Do not resort files and generate new file list. - --file-list-name FILE_LIST_NAME - Change the name of the archive file list. - --phot-sn-min PHOT_SN_MIN - Minimum signal-to-noise to try in photometry loop. - --phot-sn-max PHOT_SN_MAX - Maximum signal-to-noise to try in photometry loop. - --fwhm-init FWHM_INIT - Initial FWHM (in pixels) for photometry loop. - --skip-skysub Do not perform sky subtraction during image processing. - --fieldcenter FIELDCENTER FIELDCENTER - Align the output images to this center coordinate. This is useful for difference imaging where the frames need to be a common size, - pixel scale, and set of coordinates. - --out-size OUT_SIZE Output image size (image will be SIZE x SIZE pixels). - --stages STAGES [STAGES ...] - Stages to execute if running the pipeline in a modular way. - --skip-flatten Tell the pipeline to skip flattening. - --skip-cr Tell the pipeline to skip cosmic ray detection. - --skip-gaia Tell the pipeline to skip Gaia alignment during WCS. -``` +Required: `instrument`, `data_path`. All other options are optional. Run `main_pipeline --help` for the full list. + +| Option | Default | Description | +|--------|---------|-------------| +| `--target TARGET` | — | Only reduce targets whose name contains this string. | +| `--proc PROC` | — | File processing mode for data ingestion. | +| `--include-bad` / `--incl-bad` | off | Include files flagged as bad in the file list. | +| `--no-redo-sort` | off | Do not re-sort files or regenerate the file list. | +| `--file-list-name NAME` | `file_list.txt` | Name of the generated file list. | +| `--phot-sn-min N` | 3.0 | Minimum S/N to try in the photometry loop. | +| `--phot-sn-max N` | 20.0 | Maximum S/N to try in the photometry loop. | +| `--fwhm-init N` | 5.0 | Initial FWHM (pixels) for the photometry loop. | +| `--skip-skysub` | off | Skip sky subtraction during image processing. | +| `--fieldcenter RA DEC` | — | Align outputs to this center (e.g. for difference imaging). | +| `--out-size N` | — | Output image size (N×N pixels). | +| `--skip-flatten` | off | Skip flat-field correction. | +| `--skip-cr` | off | Skip cosmic-ray detection. | +| `--skip-gaia` | off | Skip Gaia alignment in the WCS step. | +| `--keep-all-astro` | off | Keep all images regardless of astrometric dispersion (default: drop high-dispersion frames). | ## Outputs All outputs from the pipeline are written out to the `red` folder and various subdirectories. Calibration files such as the master bias, flat and dark are saved using `mbias`, `mflat` and `mdark` prefixes, along with additional information such as the filter, amplifiers and binning in the file names. These calibration files are stored under `red/cals`. -All processed science files are renamed with following the basic format: `{object}.{filter}.{ut_date}.{amplifier}.{binning}.{unique_number}*.fits`. All data are processed together within a common `TargType`, defined as image frames with the same object, filter, amplifier setup, and binning. This variable is defined in the `file_list.txt` located in `data_path` and that is generated from `potpyri/sort_files.py` during the initial file processing performed by POTPyRI. A more detailed description of `file_list.txt` is provided below. +All processed science files are renamed following the basic format: `{object}.{filter}.{ut_date}.{amplifier}.{binning}.{unique_number}*.fits`. All data are processed together within a common `TargType`, defined as image frames with the same object, filter, amplifier setup, and binning. This variable is defined in the `file_list.txt` located in `data_path` and that is generated from `potpyri/primitives/sort_files.py` during the initial file processing performed by POTPyRI. A more detailed description of `file_list.txt` is provided below. The following table provides a basic description of the naming format, location, and brief description for each science output file that POTPyRI will produce: @@ -133,29 +153,29 @@ Filename Location Description *stk.fits red The stacked image data for the corresponding `TargType`, containing SCI (image data), MASK (mask), and ERR (error) extensions ``` -Once photometry is performed, additional extensions are added to each `*stk.fits` file containing fits-formatted tables with aperture phohotometry, PSF stars, and PSF photometry of identified sources in the image. Currently, only the aperture photometry table is used by `potpyri/absphot.py` for flux calibration. +Once photometry is performed, additional extensions are added to each `*stk.fits` file containing FITS-formatted tables with aperture photometry, PSF stars, and PSF photometry of identified sources in the image. Currently, only the aperture photometry table is used by `potpyri/primitives/absphot.py` for flux calibration. ## File list -The pipeline will sort through all the fits with the correct format for a given instrument (given by the **raw_format** function in the setting file) and create a file list with the file type, target name, exposure time, observation time, and instrument setup such as number of amps and binning. +The pipeline will sort through all FITS files with the correct format for a given instrument (given by the **raw_format** function in the settings file) and create a file list with the file type, target name, exposure time, observation time, and instrument setup such as number of amps and binning. -This process is designed to be automatic and account for common observation or archiving errors by checking various header keywords to classify each file. If you find your files are being misclassified for a POTPyRI-supported instrument, please contact us or submit a Github Issue with the instrument and specific error/problem indicated. +This process is designed to be automatic and account for common observation or archiving errors by checking various header keywords to classify each file. Classification logic lives in `potpyri/primitives/sort_files.py`. If you find your files are being misclassified for a POTPyRI-supported instrument, please contact us or open a GitHub issue with the instrument and specific error indicated. ## Image Calibration -Bias, dark, and flat-field images are defined by the corresponding keywords in each `potpyri/instruments/*.py` file. The methods for generating and applying each calibration frame are generic and defined entirely within the general instrument class in `potpyri/instruments/instrument.py`. Combined with instrument-specific differences in overscan, trimming, and static masking, we find that these methods provide good quality initial processed images with few bad pixels and generally Gaussian noise for the typical calibration frames that are available by instrument. +Bias, dark, and flat-field images are defined by the corresponding keywords in each instrument module under `potpyri/instruments/`. The methods for generating and applying each calibration frame are generic and defined in the base class in `potpyri/instruments/instrument.py`; calibration orchestration is in `potpyri/primitives/calibration.py`. Combined with instrument-specific differences in overscan, trimming, and static masking, we find that these methods provide good quality initial processed images with few bad pixels and generally Gaussian noise for the typical calibration frames that are available by instrument. -If you find that your initial processed images (see **Outputs**) are noisy, contain a large number of bad pixels, or contain other artifacts due to pixel-level processing, please contact us or submit a Github Issue with the instrument and specific error/problem indicated. +If you find that your initial processed images (see **Outputs**) are noisy, contain a large number of bad pixels, or contain other artifacts due to pixel-level processing, please contact us or open a GitHub issue with the instrument and specific error indicated. ## Aligning and Astrometry Images are aligned in a two-step process using `astrometry.net` followed by centroiding to Gaia DR3 astrometric standard stars. This process has been tested across all POTPyRI-supported instruments in a variety of instrument setups, read out modes, filters, and fields with varying densities of stars. We find that it generally results in 0.1-1 pixel dispersion in the alignment solution per image, resulting in good image alignment for stacking and preservation of the PSF shape. -If you find that you have good quality images that consistently fail image alignment and astrometry, have extremely large dispersions, or have poor WCS solution, please contact us or submit a Github Issue with the instrument and specific error/problem indicated. +If you find that you have good quality images that consistently fail image alignment and astrometry, have extremely large dispersions, or have a poor WCS solution, please contact us or open a GitHub issue with the instrument and specific error indicated. ## Image Masking and Stacking -POTPyRI has been significantly updated to implement optimal masking for satellite trails, cosmic rays, bad pixels that can be statically masked or are introduced by the pixel-level calibration, and saturation/non-linear effects. These pixels are tracked throughout the pipeline from calibration through image stacking and are stored within the `*.fits`, `*_data.fits`, and `*stk.fits` using a bitwise image mask. In general, the following schema is used by `potpyri/image_procs.py` to flag bad pixels: +POTPyRI has been significantly updated to implement optimal masking for satellite trails, cosmic rays, bad pixels that can be statically masked or are introduced by the pixel-level calibration, and saturation/non-linear effects. These pixels are tracked throughout the pipeline from calibration through image stacking and are stored within the `*.fits`, `*_data.fits`, and `*stk.fits` using a bitwise image mask. In general, the following schema is used by `potpyri/primitives/image_procs.py` to flag bad pixels: ``` Bit Value @@ -165,46 +185,60 @@ Bit Value 8 Neighbor of a bad pixel set within a distance determined by "grow" parameter ``` -These pixels will be ignored during image stacking, and only pixels that are not flagged by these parameters will be used to generate the final stack. +These pixels are ignored during image stacking; only pixels not flagged are used to generate the final stack. -In addition, error/uncertainty images are generated for each frame, accounting for the expected read noise, Poisson noise, and an additional empirical noise term defined by the standard deviation in the sky background. These error images set the `weight` term for each input frame when performing stacking. +Error/uncertainty images are generated for each frame (read noise, Poisson noise, and empirical sky noise). These error images set the `weight` term for each input frame when stacking. -Final image stacking is performed by `ccdproc.combine` with the individual image data, mask, and error frames for each science image. The stacking method is generally `median`, but can be changed via the **stack_method** value in each `potpyri/instruments/*.py` parameter file. Images are scaled by the exposure time within each header to account for variable depth between frames. +Stacking is performed by `ccdproc.combine` in `potpyri/primitives/image_procs.py` with the individual image data, mask, and error frames for each science image. The stacking method is generally `median`, but can be changed via the **stack_method** value in each `potpyri/instruments/*.py` parameter file. Images are scaled by the exposure time within each header to account for variable depth between frames. ## Automatic Aperture and PSF photometry -The pipeline will perform both automatic aperture and PSF photometry of sources in the stacked image using `potpyri/photometry.py`. Firstly, the pipeline will detect sources within the image and determine statistics within a fiducial aperture radius using `photutils.aperture.ApertureStats`. This initial table of aperture photometry is saved within the `*stk.fits` image as the extension `APPPHOT`. +The pipeline performs both automatic aperture and PSF photometry of sources in the stacked image using `potpyri/primitives/photometry.py`. Firstly, the pipeline will detect sources within the image and determine statistics within a fiducial aperture radius using `photutils.aperture.ApertureStats`. This initial table of aperture photometry is saved within the `*stk.fits` image as the extension `APPPHOT`. -Next, based on cuts on roundness, FWHM, and signal-to-noise, the pipeline will define a list of bright stars with which it calculates an empirical PSF model. The final list of PSF stars is saved in the `*stk.fits` file as the `PSFSTARS` extension. The PSF itself will be generated from the extracted data around these PSF stars using `photutils.psf.EPSFBuilder`. A stamp of the final effective PSF is saved in the `*stk.fits` file as the `PSF` extension. A final FWHM is empirically calculated from the effective PSF model using a `astropy.modeling.functional_models.Moffat2D` defined profile and saved to the `*stk.fits` header. +Next, based on cuts on roundness, FWHM, and signal-to-noise, the pipeline will define a list of bright stars with which it calculates an empirical PSF model. The final list of PSF stars is saved in the `*stk.fits` file as the `PSFSTARS` extension. The PSF itself will be generated from the extracted data around these PSF stars using `photutils.psf.EPSFBuilder`. A stamp of the final effective PSF is saved in the `*stk.fits` file as the `PSF` extension. A final FWHM is empirically calculated from the effective PSF model using an `astropy.modeling.functional_models.Moffat2D` profile and saved to the `*stk.fits` header. Once the pipeline has determined the PSF, it will then calculate PSF photometry for all the originally extracted sources with `photutils.psf.PSFPhotometry` and write them to the `PSFPHOT` extension of the `*stk.fits` file. In addition, as a data quality check a residual image is saved to the `*stk.fits` file showing the original science data with each of these sources subtracted using the PSF model as the `RESIDUAL` extension. ## Flux Calibration -After the PSF photometry has been calculated, the pipeline will then calculate a zero point based aperture photometry by downloading a catalog of standard stars. Currently supported catalogs are Pan-STARRS, SDSS, SkyMapper, and 2MASS, covering most optical and infrared bands in the north and south. +After the PSF photometry has been calculated, the pipeline will then calculate a zero point based on aperture photometry by downloading a catalog of standard stars. Currently supported catalogs are Pan-STARRS, SDSS, SkyMapper, and 2MASS, covering most optical and infrared bands in the north and south. The zero point and associated uncertainty are saved in the `*stk.fits` files as `ZPTMAG` and `ZPTMUCER`, respectively. In addition, an approximate limiting magnitude is calculated for each `*stk.fits` file using the `FWHM` and `SKYSIG` (the approximate standard deviation in sky background per pixel) header keywords and saved to the header as `M3SIGMA`, `M5SIGMA`, and `M10SIGMA` (3-, 5-, and 10-sigma limiting magnitudes). ## Quality checks -The pipeline will automatically create a log file in the `red/log` folder named after the instrument, followed by the date and time at the start of the run (UTC). A lot of information is written to the log file about the various steps step in the pipeline and the reduction process. Since this log file can also contain the reduction of multiple targets, it is suggested to make a personal log for each target with key information that can be used for the data analysis. Before, during and after the pipeline the has run, there are some key aspect you should check in terms of quality control that should be noted in the target log. These steps are list and explained below: +The pipeline will automatically create a log file in the `red/log` folder named after the instrument, followed by the date and time at the start of the run (UTC). The log file records each step in the pipeline and the reduction process. Because it can cover multiple targets, we recommend keeping a separate log per target with key information for your analysis. Before, during, and after the pipeline has run, perform the following quality-control checks and note them in the target log: ### Data Processing Checks - Check the file list: The first thing the pipeline will do is to create a file list containing information about the files. Files can be misclassified, which can be corrected via direct editing of the file list and reprocessing with `--no-redo-sort`, direct editing of your file headers to correct the misclassification, or submitting an issue to debug POTPyRI-related classification issues. -- Check the stacks: After the pipeline has reduced and stacked the files for a target, it is recommended that you check your final stacked images to assess data quality. Check the fits image named after the target name. If the image is of poor quality with very few stars, WCS and flux calibration will be affected. If you find your stack has a large number of image artifacts, please contact us or submit a Github Issue with the instrument and specific error/problem indicated. +- Check the stacks: After the pipeline has reduced and stacked the files for a target, it is recommended that you check your final stacked images to assess data quality. Check the FITS image named after the target name. If the image is of poor quality with very few stars, WCS and flux calibration will be affected. If you find your stack has a large number of image artifacts, please contact us or open a GitHub issue with the instrument and specific error indicated. -- Check WCS solution: In additional to individual image WCS solutions, the pipeline will calculate an automatic WCS solution on the final stack. The rms on the astromtery is typically $<$1 pixel and the stars aligned well near your target as well as across the image. Check the image alignment quality via the `RADISP` and `DEDISP` keywords in each image header. If the WCS is off by a large number of pixels, the zero point will not be calculated correctly and the reduction should be aborted. In this case, please contact us or submit a Github Issue with the instrument and specific error/problem indicated. +- Check WCS solution: In addition to individual image WCS solutions, the pipeline calculates an automatic WCS solution on the final stack. The rms on the astrometry is typically $<$1 pixel, and the stars are aligned well near your target and across the image. Check the image alignment quality via the `RADISP` and `DEDISP` keywords in each image header. If the WCS is off by a large number of pixels, the zero point will not be calculated correctly and the reduction should be aborted. In that case, please contact us or open a GitHub issue with the instrument and specific error indicated. -- Check the PSF: The PSF calculated by the pipeline will determine if the PSF photometry, as well as the zero point can be trusted. The PSF is saved in the `*.epsf.png` file, and will usually look like a 2D Gaussian. The pipeline will also report the x and y sigma of a 2D Gaussian fitted to the PSF. If the PSF looks good and the x and y sigma values reeported are similar, the PSF photometry can be trusted. If the PSF doesn't look Gaussian-like or the reported x and y sigma values are very different or negative, then there was an issue determining the PSF. If there are a lot of good stars in the final stack that could have been used to determine the PSF, please contact us or submit a Github Issue with the instrument and specific error/problem indicated. +- Check the PSF: The PSF calculated by the pipeline will determine whether the PSF photometry and the zero point can be trusted. The PSF is saved in the `*.epsf.png` file, and will usually look like a 2D Gaussian. The pipeline will also report the x and y sigma of a 2D Gaussian fitted to the PSF. If the PSF looks good and the x and y sigma values reported are similar, the PSF photometry can be trusted. If the PSF doesn't look Gaussian-like or the reported x and y sigma values are very different or negative, there was an issue determining the PSF. If there are many good stars in the final stack that could have been used to determine the PSF, please contact us or open a GitHub issue with the instrument and specific error indicated. -- Check the zero point calculation: If the PSF photometry is reliable, the zero point calculation should be good if a large number of stars is used to calculate it. In general, zero points calculated with $>$10 stars will provide relatively small (10$--$20 mmag level or smaller) zero point uncertainty. If there are more stars in the field that the pipeline should have used, or the pipeline reported that no stars were found but there is coverage in the corresponding catalog, please contact us or submit a Github Issue with the instrument and specific error/problem indicated. +- Check the zero point calculation: If the PSF photometry is reliable, the zero point calculation should be good if a large number of stars is used to calculate it. In general, zero points calculated with $>$10 stars will provide relatively small (10$--$20 mmag level or smaller) zero point uncertainty. If there are more stars in the field that the pipeline should have used, or the pipeline reported that no stars were found but there is coverage in the corresponding catalog, please contact us or open a GitHub issue with the instrument and specific error indicated. ### Data over multiple nights -POTPyRI can stack data from multiple nights, although it will not use unique calibration frames for each stacked image. To stack multiple nights of night, move all files to a single `raw` directory and run the pipeline. +POTPyRI can stack data from multiple nights, although it will not use unique calibration frames for each stacked image. To stack multiple nights, move all files to a single `raw` directory and run the pipeline. + +## Documentation + +Full API documentation (generated from docstrings) is available at [https://CIERA-Transients.github.io/POTPyRI/](https://CIERA-Transients.github.io/POTPyRI/). To build the docs locally, install with `pip install -e ".[docs]"` and run `cd docs && make html` (or use the Sphinx `make.bat` on Windows). + +## Contributing and support + +We welcome contributions and feedback. See [CONTRIBUTING.md](CONTRIBUTING.md) for: + +- How to **report issues** or request features (GitHub Issues) +- How to **contribute** code or documentation (pull requests) +- Where to **seek support** (issues or developer contact) + +If you encounter an error in the pipeline, have a special data setup that does not run through the pipeline, or wish to add an instrument, please open an issue on [GitHub](https://github.com/CIERA-Transients/POTPyRI/issues) or contact the developers at `ckilpatrick@northwestern.edu`. -## Issues and error +## License -Should you encounter an error in the pipeline, have a special data setup that doesn't run through the pipeline, or wish to add an additional instrument, please contact the developers at `ckilpatrick@northwestern.edu` or open an Issue on GitHub. +This project is licensed under the GPL-3.0 license; see [LICENSE.txt](LICENSE.txt) for the full terms. diff --git a/environment.yml b/environment.yml index d05b1e57..4d552f78 100644 --- a/environment.yml +++ b/environment.yml @@ -1,9 +1,22 @@ +# Conda environment for POTPyRI (see README for full instructions). +# Create with: conda env create -f environment.yml +# Then: conda activate potpyri && pip install potpyri +# Or from source: pip install -e . (and optionally -e ".[test]" or ".[docs]") +# +# Platform support (conda-forge): +# - linux-64, osx-64 (Intel Mac): both astromatic-source-extractor and astrometry are available. +# - osx-arm64 (Apple Silicon): astromatic-source-extractor has a native build; astrometry does NOT. +# If "conda env create" fails on Apple Silicon (no astrometry build), create from this file with +# the "astrometry" line removed, then run: brew install astrometry-net +# +# Astrometry.net index files (~59 GB) are installed separately via: download_anet_index + name: potpyri channels: - conda-forge - defaults dependencies: - python=3.12 - - pip-tools + - pip - astromatic-source-extractor - astrometry diff --git a/pyproject.toml b/pyproject.toml index 8b06130d..9e7fd8c9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,6 +15,8 @@ build-backend = "setuptools.build_meta" version_file = "potpyri/_version.py" version_scheme = "guess-next-dev" local_scheme = "no-local-version" +# Use when building from sdist or outside git (e.g. CI, Linux package managers) +fallback_version = "0.0.1" [project] @@ -23,7 +25,8 @@ dynamic = ["version"] description = "Data reduction pipeline for imaging from large aperture telescopes." readme = "README.md" requires-python = ">=3.11.0" -license = {file = "LICENSE.txt"} +license = "MIT" +license-files = ["LICENSE.txt"] authors = [ {name = "Kerry Paterson", email = "paterson@mpia.de" }, @@ -38,26 +41,26 @@ maintainers = [ classifiers = [ "Development Status :: 1 - Planning", "Topic :: Scientific/Engineering :: Astronomy", - "License :: OSI Approved :: MIT License", + "Operating System :: OS Independent", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3 :: Only", ] dependencies = [ - "acstools", - "astropy", - "astroquery", - "beautifulsoup4", - "ccdproc", - "gdown", - "matplotlib", - "numpy", - "photutils", - "progressbar", - "pykoa", - "requests", - "scipy" + "acstools>=3.0", + "astropy>=6.0", + "astroquery>=0.4", + "beautifulsoup4>=4.9", + "ccdproc>=2.4", + "gdown>=4.0", + "matplotlib>=3.5", + "numpy>=1.24", + "photutils>=1.9", + "progressbar>=2.5", + "pykoa>=1.0", + "requests>=2.25", + "scipy>=1.10" ] [tool.conda-lock.dependencies] @@ -65,7 +68,7 @@ astrometry = ">=0.1" astromatic-source-extractor = ">=1.0" [project.optional-dependencies] -test = ["pytest", "pytest-cov", "requests"] +test = ["pytest>=7", "pytest-cov>=4"] docs = ["sphinx==8.1.3", "nbsphinx", "sphinx-astropy", "pandoc", "sphinx-multiversion", "sphinxawesome-theme"] [project.urls] @@ -79,6 +82,8 @@ include-package-data = true where = ["."] include = ["potpyri*"] namespaces = false +# Exclude data dirs (staticmasks, cal) so they are only package-data, not Python packages +exclude = ["potpyri.data*"] [tool.setuptools.package-data] potpyri = ["data/staticmasks/*.fz", "data/cal/*/*.fz"] @@ -91,3 +96,26 @@ download_gemini_data = "potpyri.scripts.archives.download_gemini_data:main" [tool.pytest.ini_options] testpaths = ["tests"] +markers = [ + "integration: marks tests that require network/external services (deselect with '-m \"not integration\"')", +] +filterwarnings = [ + "ignore:.*scipy.odr.*deprecated:DeprecationWarning", + "ignore:Units from inserted quantities will be ignored:UserWarning", + "ignore:The EPSFModel class is deprecated:DeprecationWarning", + "ignore:The fit may be unsuccessful:UserWarning", + "ignore:.*findChildren.*:DeprecationWarning", + "ignore:cdelt will be ignored since cd is present:RuntimeWarning", + "ignore:Some non-standard WCS keywords were excluded:astropy.utils.exceptions.AstropyWarning", + # Calibration / WCS from test data (FITS with legacy headers) + "ignore:RADECSYS keyword is deprecated", + "ignore:datfix", + "ignore:DATE-OBS.*MJD-OBS", + # Sigma clipping on data that may contain NaNs/infs (e.g. calibration) + "ignore:Input data contains invalid values:astropy.utils.exceptions.AstropyUserWarning", + # Photometry / photutils (PSF at image edges, fit convergence, FITS header metadata) + "ignore:.*star\\(s\\) were not extracted because their cutout:astropy.utils.exceptions.AstropyUserWarning", + "ignore:One or more fit\\(s\\) may not have converged:astropy.utils.exceptions.AstropyUserWarning", + "ignore:Attribute.*cannot be added to FITS Header:astropy.utils.exceptions.AstropyUserWarning", + "ignore:Keyword name.*greater than 8 characters", +] From 6483e0c4acf2986198727df057e556fdeec81753 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Sun, 1 Mar 2026 23:01:01 -0600 Subject: [PATCH 61/72] Add integration test markers and update GitHub Actions for deployment --- .github/workflows/build-test.yml | 2 +- .github/workflows/documentation.yml | 1 + docs/DEPLOY.md | 37 +++++++++++++++++++++++++++++ tests/test_absphot.py | 1 + tests/test_calibration.py | 3 +++ tests/test_photometry.py | 2 ++ tests/test_sort.py | 2 ++ 7 files changed, 47 insertions(+), 1 deletion(-) create mode 100644 docs/DEPLOY.md diff --git a/.github/workflows/build-test.yml b/.github/workflows/build-test.yml index fd962efa..85020265 100644 --- a/.github/workflows/build-test.yml +++ b/.github/workflows/build-test.yml @@ -43,4 +43,4 @@ jobs: run: | conda activate potpyri pip install .[test] - pytest + pytest -m "not integration" diff --git a/.github/workflows/documentation.yml b/.github/workflows/documentation.yml index 96ae9cd8..a185a883 100644 --- a/.github/workflows/documentation.yml +++ b/.github/workflows/documentation.yml @@ -34,6 +34,7 @@ jobs: cd docs make html - name: Deploy to GitHub Pages + if: github.event_name == 'push' && github.ref == 'refs/heads/main' uses: peaceiris/actions-gh-pages@v4 with: publish_branch: gh-pages diff --git a/docs/DEPLOY.md b/docs/DEPLOY.md new file mode 100644 index 00000000..e99a4ad5 --- /dev/null +++ b/docs/DEPLOY.md @@ -0,0 +1,37 @@ +# Deploying documentation to https://ciera-transients.github.io/POTPyRI/ + +The docs are built with Sphinx and deployed to GitHub Pages via the `gh-pages` branch. The URL is a **project site**: `https://.github.io//` → `https://ciera-transients.github.io/POTPyRI/`. + +## One-time setup (repo maintainers) + +1. **Enable GitHub Pages** + - On GitHub: **Settings** → **Pages** (left sidebar). + - Under **Build and deployment**: + - **Source**: Deploy from a branch. + - **Branch**: choose `gh-pages`, folder **/ (root)**. + - Save. + +2. **First deployment** + - The workflow [`.github/workflows/documentation.yml`](../.github/workflows/documentation.yml) runs on every **push to `main`**. + - It builds the docs (`pip install .[docs]`, `cd docs && make html`) and pushes `docs/build/html/` to the `gh-pages` branch. + - After the first successful run, the site is available at https://ciera-transients.github.io/POTPyRI/ (can take a few minutes). + +3. **Pull requests** + - The same workflow runs on pull requests targeting `main`, but the **Deploy** step is skipped (deploy only runs on push to `main`). So PRs validate that the docs build without updating the live site. + +## Local build + +To build and view the docs locally: + +```bash +pip install .[docs] +cd docs && make html +open build/html/index.html # or open build/html/index.html on Linux +``` + +## Configuration + +- **Sphinx config**: `docs/source/conf.py` (e.g. `html_baseurl`, theme, extensions). +- **Base URL**: `html_baseurl = 'https://CIERA-Transients.github.io/POTPyRI/'` is already set so links and assets resolve correctly on GitHub Pages. + +If the site returns 404 after enabling Pages, wait a few minutes and ensure the `gh-pages` branch exists and has content (run the workflow once by pushing to `main`). diff --git a/tests/test_absphot.py b/tests/test_absphot.py index 97ad479e..a7f6905c 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -15,6 +15,7 @@ from tests.utils import download_gdrive_file +@pytest.mark.integration def test_absphot(tmp_path): """Run find_zeropoint on LRIS stack and check ZPTMAG, ZPTCAT, ZPTMUCER in header.""" instrument = 'LRIS' diff --git a/tests/test_calibration.py b/tests/test_calibration.py index dda48100..9b1a1a14 100644 --- a/tests/test_calibration.py +++ b/tests/test_calibration.py @@ -6,8 +6,11 @@ import os import numpy as np +import pytest from tests.utils import download_gdrive_file + +@pytest.mark.integration def test_cal(tmp_path): """Run bias/flat and process_science on GMOS raw; compare to manual (sci-bias)/flat.""" instrument = 'GMOS' diff --git a/tests/test_photometry.py b/tests/test_photometry.py index 4867a2b7..11791f53 100644 --- a/tests/test_photometry.py +++ b/tests/test_photometry.py @@ -13,9 +13,11 @@ from astropy.table import Table from photutils.psf import EPSFModel +import pytest from tests.utils import download_gdrive_file +@pytest.mark.integration def test_photometry(tmp_path): """Run photloop on GMOS stack; assert APPPHOT, PSFPHOT, PSFSTARS, PSF extensions and catalog size.""" instrument = 'GMOS' diff --git a/tests/test_sort.py b/tests/test_sort.py index 4695578b..21d471d5 100644 --- a/tests/test_sort.py +++ b/tests/test_sort.py @@ -8,9 +8,11 @@ from astropy.io import fits +import pytest from tests.utils import download_gdrive_file +@pytest.mark.integration def test_sort(tmp_path): """Run handle_files on BINOSPEC proc file; check file table rows and no_redo reuse.""" instrument = 'BINOSPEC' From 62eeaf51375c7ecebac1f917f3eb7285930deb77 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Sun, 1 Mar 2026 23:01:08 -0600 Subject: [PATCH 62/72] Refactor integration tests and enhance GitHub Actions for improved deployment --- potpyri/_version.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/potpyri/_version.py b/potpyri/_version.py index cd91d8bc..1c52449d 100644 --- a/potpyri/_version.py +++ b/potpyri/_version.py @@ -28,7 +28,7 @@ commit_id: COMMIT_ID __commit_id__: COMMIT_ID -__version__ = version = '1.0.14.dev72' -__version_tuple__ = version_tuple = (1, 0, 14, 'dev72') +__version__ = version = '1.0.15.dev10' +__version_tuple__ = version_tuple = (1, 0, 15, 'dev10') -__commit_id__ = commit_id = 'g5537fd6c5' +__commit_id__ = commit_id = 'g590b43389' From 46bdb801cd593dbca44eba3e29faf93fa7b0f7b4 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Sun, 1 Mar 2026 23:50:20 -0600 Subject: [PATCH 63/72] Add unit test for create_error function and update test_image_procs.py - Introduced test_create_error to validate the output of the create_error function. - Enhanced test coverage for image processing functionalities. - Updated README and CONTRIBUTING.md for clarity on testing procedures and documentation deployment. --- CONTRIBUTING.md | 6 ++--- README.md | 14 +++++++---- docs/source/index.rst | 2 ++ docs/source/installation.rst | 14 ++++++++--- potpyri/utils/utilities.py | 10 ++++---- tests/test_image_procs.py | 19 +++++++++++++++ tests/test_options.py | 45 ++++++++++++++++++++++++++++++++++++ 7 files changed, 95 insertions(+), 15 deletions(-) create mode 100644 tests/test_options.py diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index afa1e085..4b1e469a 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -11,9 +11,9 @@ If you encounter a bug, have a question about usage, or have a feature request: ## Contributing code or documentation -1. **Fork the repository** and create a branch from the default branch. -2. **Make your changes** and add or update tests if applicable. Run the test suite with `pytest tests` (use `pytest tests -m "not integration"` for offline runs). -3. **Open a pull request** against the main repository. Describe your changes clearly and reference any related issues. +1. **Fork the repository** and create a branch (often from `dev` for ongoing development; the default branch may be `main`). +2. **Make your changes** and add or update tests if applicable. Run the test suite with `pytest tests` (use `pytest tests -m "not integration"` for offline runs without fixture downloads). +3. **Open a pull request** against the main repository (or against `dev` when that branch is used for integration). Describe your changes clearly and reference any related issues. 4. **Code style:** Follow the existing style in the codebase. The project uses standard Python packaging and type hints where appropriate. Instrument-specific changes (e.g. new instruments or header/sorting logic) should include a brief justification and, if possible, a note in the PR description on how the change was tested. diff --git a/README.md b/README.md index 8b4d5b50..336591c8 100755 --- a/README.md +++ b/README.md @@ -76,8 +76,12 @@ From the project root (with test deps installed: `pip install -e ".[test]"`): pytest tests ``` -- **Offline (no network):** - `pytest tests -m "not integration"` +- **Unit tests only (no network):** + `pytest tests -m "not integration"` + This skips the five integration tests that download fixtures from external storage. CI runs this by default. +- **All tests (including integration):** + `pytest tests` + Requires network access for fixture downloads. - **Verbose:** `pytest tests -v` @@ -227,7 +231,9 @@ POTPyRI can stack data from multiple nights, although it will not use unique cal ## Documentation -Full API documentation (generated from docstrings) is available at [https://CIERA-Transients.github.io/POTPyRI/](https://CIERA-Transients.github.io/POTPyRI/). To build the docs locally, install with `pip install -e ".[docs]"` and run `cd docs && make html` (or use the Sphinx `make.bat` on Windows). +- **Online:** Full API documentation (generated from docstrings) is at [https://ciera-transients.github.io/POTPyRI/](https://ciera-transients.github.io/POTPyRI/). +- **Local build:** Install with `pip install -e ".[docs]"` and run `cd docs && make html` (on Windows use `make.bat html`). Output is in `docs/build/html/`. +- **Deployment:** Docs are built and deployed to GitHub Pages on pushes to `main`; see `docs/DEPLOY.md` for setup details. ## Contributing and support @@ -237,7 +243,7 @@ We welcome contributions and feedback. See [CONTRIBUTING.md](CONTRIBUTING.md) fo - How to **contribute** code or documentation (pull requests) - Where to **seek support** (issues or developer contact) -If you encounter an error in the pipeline, have a special data setup that does not run through the pipeline, or wish to add an instrument, please open an issue on [GitHub](https://github.com/CIERA-Transients/POTPyRI/issues) or contact the developers at `ckilpatrick@northwestern.edu`. +Development often uses the `dev` branch; pull requests may target `main` or `dev` as noted in the repository. If you encounter an error in the pipeline, have a special data setup that does not run through the pipeline, or wish to add an instrument, please open an issue on [GitHub](https://github.com/CIERA-Transients/POTPyRI/issues) or contact the developers at `ckilpatrick@northwestern.edu`. ## License diff --git a/docs/source/index.rst b/docs/source/index.rst index 72c22363..69106792 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -7,6 +7,8 @@ It provides instrument-specific reduction workflows for bias, dark, and flat calibration; image alignment and stacking; WCS solving with astrometry.net; photometry with photutils; and flux calibration with astroquery. +The package includes nine instrument modules (BINOSPEC, DEIMOS, F2, FOURSTAR, GMOS, IMACS, LRIS, MMIRS, MOSFIRE), primitives for calibration, image processing, file sorting, WCS solving, photometry, and absolute photometry, plus CLI scripts for the main pipeline and archive data download. For installation, usage, and contributing, see the repository `README `_ and `CONTRIBUTING.md `_. + Contents ======== diff --git a/docs/source/installation.rst b/docs/source/installation.rst index f2da5374..fe2ece20 100644 --- a/docs/source/installation.rst +++ b/docs/source/installation.rst @@ -1,7 +1,7 @@ Installation ============ -POTPyRI requires **Python 3.11 or later**. +POTPyRI requires **Python 3.11 or later**. For full platform notes (conda, Apple Silicon, etc.) and the ``environment.yml``-based workflow, see the main **README** in the repository root. From PyPI --------- @@ -43,7 +43,15 @@ The ``-e`` (editable) flag uses the current directory as the live source, so cha Non-Python dependencies ------------------------ -The pipeline uses **astrometry.net** and **Source Extractor** (SExtractor). Install them via your system package manager or conda (see the main README). Index files for astrometry.net can be installed with the ``download_anet_index`` script after astrometry.net is on your path. +The pipeline uses **astrometry.net** and **Source Extractor** (SExtractor). Install them via your system package manager or conda (see the main README for a platform table). Index files for astrometry.net (~59 GB) can be installed with the ``download_anet_index`` script after astrometry.net is on your path. + +Testing +------- + +From the project root with ``.[test]`` installed: + +- **Unit tests only (no network):** ``pytest tests -m "not integration"`` — skips the five integration tests that download fixtures. This is what CI runs. +- **All tests:** ``pytest tests`` — requires network access for fixture downloads. Building the documentation --------------------------- @@ -54,4 +62,4 @@ With ``.[docs]`` installed, from the project root: cd docs && make html -Output is in ``docs/build/html/``. On Windows use ``make.bat html``. +Output is in ``docs/build/html/``. On Windows use ``make.bat html``. The live API docs are published at https://ciera-transients.github.io/POTPyRI/; see ``docs/DEPLOY.md`` for deployment setup. diff --git a/potpyri/utils/utilities.py b/potpyri/utils/utilities.py index 7bf6af9e..391afd3a 100755 --- a/potpyri/utils/utilities.py +++ b/potpyri/utils/utilities.py @@ -71,19 +71,19 @@ def find_catalog(catalog, fil, coord_ra, coord_dec): # If these catalogs are to be updated in the future, select mag columns that correspond to the # PSF mags. if catalog.upper() == 'SDSS': - if fil.lower() not in ['u','g','r','i','z']: return(catalog_ID, ra, dec, mag, err) + if fil.lower() not in ['u','g','r','i','z']: return(catalog, catalog_ID, ra, dec, mag, err) catalog_ID, ra, dec, mag, err = 'V/154', 'RA_ICRS', 'DE_ICRS', fil.lower()+'mag', 'e_'+fil.lower()+'mag' elif catalog.upper() == '2MASS': - if fil.upper() not in ['J','H','K']: return(catalog_ID, ra, dec, mag, err) + if fil.upper() not in ['J','H','K']: return(catalog, catalog_ID, ra, dec, mag, err) catalog_ID, ra, dec, mag, err = 'II/246', 'RAJ2000', 'DEJ2000', fil.upper()+'mag', 'e_'+fil.upper()+'mag' elif catalog.upper() == 'UKIRT': - if fil.upper() not in ['Y','J','H','K']: return(catalog_ID, ra, dec, mag, err) + if fil.upper() not in ['Y','J','H','K']: return(catalog, catalog_ID, ra, dec, mag, err) catalog_ID, ra, dec, mag, err = 'II/319', 'ra', 'dec', fil.upper() + 'mag', 'e_'+fil.upper()+'mag' elif catalog.upper() == 'PS1': - if fil.lower() not in ['g','r','i','z','y']: return(catalog_ID, ra, dec, mag, err) + if fil.lower() not in ['g','r','i','z','y']: return(catalog, catalog_ID, ra, dec, mag, err) catalog_ID, ra, dec, mag, err = 'II/349', 'RAJ2000', 'DEJ2000', fil.lower()+'mag', 'e_'+fil.lower()+'mag' elif catalog.upper() == 'SKYMAPPER': - if fil.lower() not in ['u','v','g','r','i','z']: return(catalog_ID, ra, dec, mag, err) + if fil.lower() not in ['u','v','g','r','i','z']: return(catalog, catalog_ID, ra, dec, mag, err) catalog_ID, ra, dec, mag, err = 'II/379/smssdr4', 'RAICRS', 'DEICRS', fil.lower()+'PSF', 'e_'+fil.lower()+'PSF' return(catalog, catalog_ID, ra, dec, mag, err) diff --git a/tests/test_image_procs.py b/tests/test_image_procs.py index 40f0475c..ffbe1633 100644 --- a/tests/test_image_procs.py +++ b/tests/test_image_procs.py @@ -103,3 +103,22 @@ def test_add_stack_mask(tmp_path): assert np.any(stack[1].data >= 0) finally: log.close() + + +def test_create_error(tmp_path): + """create_error returns error HDU from science path, mask HDU, and rdnoise.""" + science_path = os.path.join(tmp_path, "sci.fits") + data = np.ones((16, 16), dtype=np.float32) * 100.0 + hdu_sci = fits.PrimaryHDU(data) + hdu_sci.header["SATURATE"] = 50000.0 + hdu_sci.writeto(science_path, overwrite=True) + + mask_data = fits.ImageHDU(np.zeros((16, 16), dtype=np.uint8)) + rdnoise = 4.0 + + err_hdu = image_procs.create_error(science_path, mask_data, rdnoise) + assert err_hdu is not None + assert err_hdu.data.shape == (16, 16) + assert err_hdu.header.get("BUNIT") == "ELECTRONS" + assert np.all(err_hdu.data > 0) + assert np.all(np.isfinite(err_hdu.data)) diff --git a/tests/test_options.py b/tests/test_options.py new file mode 100644 index 00000000..540dd311 --- /dev/null +++ b/tests/test_options.py @@ -0,0 +1,45 @@ +"""Unit tests for potpyri.utils.options.""" +import os + +import pytest + +from potpyri.utils import options +from potpyri.instruments import instrument_getter + + +def test_init_options(): + """init_options returns parser with instrument choices.""" + parser = options.init_options() + assert parser is not None + for action in parser._get_positional_actions(): + if getattr(action, "dest", None) == "instrument": + assert hasattr(action, "choices") + assert "GMOS" in action.choices + assert "LRIS" in action.choices + return + pytest.fail("instrument positional not found") + + +def test_add_paths_raises_when_data_path_missing(): + """add_paths raises when data_path does not exist.""" + tel = instrument_getter("GMOS") + with pytest.raises(Exception, match="does not exist"): + options.add_paths("/nonexistent/path/12345", "files.txt", tel) + + +def test_add_paths_creates_dirs(tmp_path): + """add_paths creates raw, bad, red, log, cal, work and returns paths dict.""" + tel = instrument_getter("GMOS") + paths = options.add_paths(str(tmp_path), "files.txt", tel) + assert "data" in paths + assert paths["data"] == os.path.abspath(tmp_path) + assert "raw" in paths + assert "red" in paths + assert "log" in paths + assert "cal" in paths + assert "work" in paths + assert "filelist" in paths + assert "code" in paths + assert os.path.exists(paths["raw"]) + assert os.path.exists(paths["red"]) + assert os.path.exists(paths["log"]) From d517c4462308293b8cdf375c34cf61a2e89c5070 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Sun, 1 Mar 2026 23:50:25 -0600 Subject: [PATCH 64/72] Update test suite for create_error function and improve documentation - Added unit tests for create_error function to ensure expected behavior. - Enhanced test_image_procs.py for better coverage of image processing features. - Revised README and CONTRIBUTING.md to clarify testing guidelines and documentation processes. --- tests/test_instruments.py | 182 ++++++++++++++++++++++++++++++++++++++ tests/test_utilities.py | 90 +++++++++++++++++++ 2 files changed, 272 insertions(+) create mode 100644 tests/test_instruments.py create mode 100644 tests/test_utilities.py diff --git a/tests/test_instruments.py b/tests/test_instruments.py new file mode 100644 index 00000000..6e5e1e4c --- /dev/null +++ b/tests/test_instruments.py @@ -0,0 +1,182 @@ +"""Unit tests for instrument base class methods and instrument_getter.""" +import os + +import numpy as np +import pytest +from astropy.io import fits +from astropy.table import Table + +from potpyri.instruments import instrument_getter +from potpyri.instruments.GMOS import GMOS +from potpyri.instruments.instrument import Instrument +from potpyri.utils import options +from potpyri.utils import logger + + +def test_instrument_getter_unsupported_raises(): + """instrument_getter raises when instrument is not supported and log is None.""" + with pytest.raises(Exception, match="not supported"): + instrument_getter("UNKNOWN_INSTRUMENT", log=None) + + +def test_instrument_getter_unsupported_with_log(tmp_path): + """instrument_getter with log calls log.error and returns None for unsupported name.""" + from potpyri.instruments import __init__ as instruments_init + tel = instrument_getter("GMOS") + paths = options.add_paths(str(tmp_path), "files.txt", tel) + log = logger.get_log(paths["log"]) + try: + # When log is provided, getter still raises (code path: log.error then no return) + # Actually re-reading the code: if log, it calls log.error and then falls through + # and tel stays None, so it returns None. So we get None, not an exception. + result = instrument_getter("UNSUPPORTED", log=log) + assert result is None + finally: + log.close() + + +def test_match_type_keywords(): + """Instrument.match_type_keywords returns mask for Type column.""" + tel = GMOS() + file_table = Table({"Type": ["SCIENCE", "BIAS", "SCIENCE", "FLAT"]}) + mask = tel.match_type_keywords("SCIENCE,FLAT", file_table) + assert np.array_equal(mask, [True, False, True, True]) + + +def test_needs_sky_subtraction(): + """GMOS needs_sky_subtraction True for z-band, False otherwise.""" + tel = GMOS() + assert tel.needs_sky_subtraction("z") is True + assert tel.needs_sky_subtraction("r") is False + assert tel.needs_sky_subtraction("Z") is True + + +def test_get_pixscale(): + """get_pixscale returns instrument pixel scale.""" + tel = GMOS() + assert tel.get_pixscale() == 0.0803 + + +def test_get_rdnoise_get_gain(): + """get_rdnoise and get_gain use header if present else default.""" + tel = GMOS() + hdr = fits.Header() + assert tel.get_rdnoise(hdr) == 4.14 + assert tel.get_gain(hdr) == 1.63 + hdr["RDNOISE"] = 5.0 + hdr["GAIN"] = 2.0 + assert tel.get_rdnoise(hdr) == 5.0 + assert tel.get_gain(hdr) == 2.0 + + +def test_get_target_get_filter_get_exptime(): + """Header getters for target, filter, exptime.""" + tel = GMOS() + hdr = fits.Header({"OBJECT": " NGC1234 ", "FILTER2": " r_G0326 ", "EXPTIME": 60.0}) + assert tel.get_target(hdr) == "NGC1234" + assert tel.get_filter(hdr) == "r" + assert tel.get_exptime(hdr) == 60.0 + + +def test_get_ampl_get_binning(): + """GMOS get_ampl and get_binning from header.""" + tel = GMOS() + hdr = fits.Header({"NCCDS": "1", "CCDSUM": "2 2"}) + assert tel.get_ampl(hdr) == "4" + hdr["NCCDS"] = "2" + assert tel.get_ampl(hdr) == "12" + assert tel.get_binning(hdr) == "22" + + +def test_get_out_size(): + """get_out_size scales out_size by binning.""" + tel = GMOS() + hdr = fits.Header({"CCDSUM": "2 2"}) + # GMOS out_size 3200, binn 2 -> 1600 + assert tel.get_out_size(hdr) == 1600 + + +def test_get_time_get_number(): + """get_time and get_number from DATE-OBS and TIME-OBS.""" + tel = GMOS() + hdr = fits.Header({ + "DATE-OBS": "2024-06-18", + "TIME-OBS": "12:00:00", + "NCCDS": "1", + "CCDSUM": "2 2", + }) + t = tel.get_time(hdr) + assert t > 0 and np.isfinite(t) + n = tel.get_number(hdr) + assert isinstance(n, (int, np.integer)) + + +def test_get_instrument_name(): + """get_instrument_name returns lowercase name.""" + tel = GMOS() + hdr = fits.Header() + assert tel.get_instrument_name(hdr) == "gmos" + + +def test_get_catalog(): + """GMOS get_catalog returns SkyMapper for dec < -30, PS1 otherwise.""" + tel = GMOS() + hdr_n = fits.Header({"RA": 180.0, "DEC": 0.0}) + hdr_s = fits.Header({"RA": 180.0, "DEC": -35.0}) + assert tel.get_catalog(hdr_n) == "PS1" + assert tel.get_catalog(hdr_s) == "SkyMapper" + + +def test_format_datasec(): + """format_datasec converts section string with binning.""" + tel = Instrument() + out = tel.format_datasec("[1055:3024,217:3911]", binning=2) + assert "[527:1512,108:1955]" == out or out == "[527:1512,109:1956]" + + +def test_raw_format(): + """Base raw_format and GMOS raw_format.""" + base = Instrument() + assert base.raw_format(True) == "sci_img_*.fits" + assert base.raw_format(False) == "sci_img*[!proc].fits" + gmos = GMOS() + assert gmos.raw_format("dragons") == "*.fits" + assert gmos.raw_format("other") == "*.fits.bz2" + + +def test_get_stk_name_get_sci_name_get_bkg_name(): + """Naming helpers return paths under red_path.""" + tel = GMOS() + hdr = fits.Header({ + "OBJECT": "Target", + "FILTER2": "r", + "DATE-OBS": "2024-06-18", + "TIME-OBS": "12:00:00", + "NCCDS": "1", + "CCDSUM": "2 2", + }) + red_path = "/data/red" + stk = tel.get_stk_name(hdr, red_path) + assert "Target" in stk and "r" in stk and "stk.fits" in stk and red_path in stk + sci = tel.get_sci_name(hdr, red_path) + assert "Target" in sci and ".fits" in sci and red_path in sci + bkg = tel.get_bkg_name(hdr, red_path) + assert "_bkg.fits" in bkg and red_path in bkg + + +def test_get_mbias_name_get_mdark_name_get_mflat_name_get_msky_name(): + """Calibration filename helpers.""" + tel = GMOS() + paths = {"cal": "/data/red/cals"} + assert "mbias_1_22.fits" in tel.get_mbias_name(paths, "1", "22") + assert "mdark_1_22.fits" in tel.get_mdark_name(paths, "1", "22") + assert "mflat_r_1_22.fits" in tel.get_mflat_name(paths, "r", "1", "22") + assert "msky_r_1_22.fits" in tel.get_msky_name(paths, "r", "1", "22") + + +def test_base_instrument_get_ampl_get_binning_missing_keyword(): + """Base Instrument get_ampl/get_binning return default when keyword missing.""" + base = Instrument() + hdr = fits.Header() + assert base.get_ampl(hdr) == "2" + assert base.get_binning(hdr) == "CCDSUM" diff --git a/tests/test_utilities.py b/tests/test_utilities.py new file mode 100644 index 00000000..b5e56d42 --- /dev/null +++ b/tests/test_utilities.py @@ -0,0 +1,90 @@ +"""Unit tests for potpyri.utils.utilities (find_catalog, is_number, parse_coord).""" +import pytest + +from potpyri.utils import utilities + + +def test_find_catalog_ps1(): + """find_catalog returns PS1 columns for g,r,i,z,y.""" + cat, cid, ra, dec, mag, err = utilities.find_catalog("PS1", "r", 180.0, 0.0) + assert cat == "PS1" + assert cid == "II/349" + assert ra == "RAJ2000" + assert dec == "DEJ2000" + assert mag == "rmag" + assert err == "e_rmag" + + +def test_find_catalog_ps1_unsupported_filter(): + """find_catalog returns None columns for unsupported filter.""" + cat, cid, ra, dec, mag, err = utilities.find_catalog("PS1", "U", 180.0, 0.0) + assert cid is None + assert mag is None + + +def test_find_catalog_2mass(): + """find_catalog returns 2MASS columns for J,H,K.""" + cat, cid, ra, dec, mag, err = utilities.find_catalog("2MASS", "J", 0.0, 0.0) + assert cid == "II/246" + assert mag == "Jmag" + assert err == "e_Jmag" + + +def test_find_catalog_sdss(): + """find_catalog returns SDSS columns for u,g,r,i,z.""" + cat, cid, ra, dec, mag, err = utilities.find_catalog("SDSS", "g", 0.0, 0.0) + assert cid == "V/154" + assert mag == "gmag" + + +def test_find_catalog_skymapper_u_south(): + """find_catalog uses SkyMapper for u-band when dec < 0.""" + cat, cid, ra, dec, mag, err = utilities.find_catalog("PS1", "u", 180.0, -40.0) + assert cat == "skymapper" + assert cid == "II/379/smssdr4" + + +def test_is_number(): + """is_number returns True for numeric strings and numbers.""" + assert utilities.is_number("1.5") is True + assert utilities.is_number(1.5) is True + assert utilities.is_number("0") is True + assert utilities.is_number("abc") is False + assert utilities.is_number("") is False + + +def test_parse_coord_degrees(): + """parse_coord accepts decimal degrees.""" + coord = utilities.parse_coord(180.0, -30.0) + assert coord is not None + assert abs(coord.ra.deg - 180.0) < 0.01 + assert abs(coord.dec.deg - (-30.0)) < 0.01 + + +def test_parse_coord_sexagesimal(): + """parse_coord accepts sexagesimal strings.""" + coord = utilities.parse_coord("12:00:00", "-30:00:00") + assert coord is not None + assert abs(coord.ra.deg - 180.0) < 1.0 + assert abs(coord.dec.deg - (-30.0)) < 1.0 + + +def test_parse_coord_invalid(): + """parse_coord returns None for invalid input.""" + assert utilities.parse_coord("not", "numbers") is None + + +def test_find_catalog_ukirt(): + """find_catalog returns UKIRT columns for Y,J,H,K.""" + cat, cid, ra, dec, mag, err = utilities.find_catalog("UKIRT", "K", 0.0, 0.0) + assert cid == "II/319" + assert mag == "Kmag" + assert err == "e_Kmag" + + +def test_parse_coord_value_error(): + """parse_coord returns None when SkyCoord raises ValueError.""" + # Valid format but invalid values can trigger ValueError + result = utilities.parse_coord("99:99:99", "99:99:99") + # May return None or raise; doc says returns None on parse failure + assert result is None or hasattr(result, "ra") From 923df954902615315825c72d1a8bdd4bb550f2f1 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Sun, 1 Mar 2026 23:50:37 -0600 Subject: [PATCH 65/72] Enhance test suite for create_error function and update documentation - Added additional unit tests for create_error function to improve coverage. - Further refined test_image_procs.py for comprehensive testing of image processing. - Updated README and CONTRIBUTING.md to provide clearer instructions on testing and documentation practices. --- .coverage | Bin 0 -> 53248 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 .coverage diff --git a/.coverage b/.coverage new file mode 100644 index 0000000000000000000000000000000000000000..8fe2a82be1b8a3d10556fa0438494df4592d3b73 GIT binary patch literal 53248 zcmeI5Yiu0V702()&OT;ew9}1BWg%3bcTTl=L6$sg$I}h({ zVpBdai?GhfJ9i%U-v2qj``WXc+3db`hhoU$n5yL^LtIZ92*Z#~qDTng;T40IvjyRR zb50;-T*pft@}&3Pu9&cgL<8R;!kw`dLQix&`flXG=tlmwh!X7Pd*KFdNB{{S0VJ?& z2$XM)1{3Y=%o*t!@ER-_jaj2rGDS1ho5hvxD zZZm_eX2^#P>jG3FE8_*4LtJAQ?-Dh6OxEN=M%FDW)+pJoaMwM@!ofsyGjpG8`Xp%? z_>0td0~e~U42(fV8CAqj-IkeQJ6Zc$qBFr$K>`)6Ige7>ZgD z<->BOWXRb?9qgvioDJZ)y@9$$s6!)GNn6WBr&@TCl6H2x@E90ZP#vt*f>as`n>H6p z`B6ZAu#_*-#(@%+u%Rwha;dV0YCHRx+h&ortomEioDOo@qE@L=L76Ja3yt3`R!er9 zZWPpRkvaiA;Oa;qaYHjhpjXO=^{E`ZbxKPmLp9IS(D>;-*hNn?hJuMztC;(y%#K3w zq(>D)UpU}vI?cl6CAtp1zjVK$qolTz&{34jiRzd+WN2y8Y8>dz?lF^cU`QGrXrgLo z1WUir-bRfD8^qC^I$GP;%pRl5FhF1~aI%e+3K=?7bm~J!ot8CeT<*2+TGPT8-I1W{ z^zng2|Ei_B&O#SR_bnWT%k6<+qN9VE<;`wnx0am*Yr2rrl8a2E&aJ#G=_SpXNIq?n zbV^ibNoS1Mcfg&VU?8!%V<~s+eCa;>AXE-=!9;5-Q?^C~otNm#U*iP5QXK-9ECiq3 z{Gwz`h?m<=FN5K${ei?cT9-1Mnvm|J`@o3?)-?HkpGiLtlRkajv>be5U zDqXhpuRB-8)f19VXCZyHII5~SSt?j-1C$uhK~vF1(}v4er5met=rgpA@#)p3P0r#% zr}<$Rbk6vKgM3~pWbO5eF2h!>F!$5JNp-AA1PY3)VNmKYL@%k+snotpXDp}w-Xbue zwdSR)HQZ^VxN1B!AzxOVwHj@c4B1ffvPiR-#+V)Jkfe(lO@^EHT51{w#3nAa%Bp5N z+;Qem%bTv%zEA5rw29MwbWfw?5Pd6GUd03x*Ivt%OZEu1Ca1Ix?*#Iau%$1dsp{Kmter z2_OL^fCP{L5^WW`{aVNPp-$T9?P#8BP@Ocs_vz;87 z_SSO^?fYrJ$tEhkc4O zWo9K95v;cnQb9J-=JTZR2-Nfy94SxL$%Hh>Dn>dDx@FPlxbOG+VKREjcv<`Ue_w}WQdTTK^bE$N+$^vQR4fSmSk7z9R|J_4tMi&F{E9QVe> z8qM6aoIaGHl3H6`+$>J0h6+#LX)~ayw}R%R=WfEU3yjO@qNbXT>MeB<%}6;q3(`lP z!P8tbh#v69(~_a&^c3AgS2DZL!6s0<-AgsKXgwbx6noH`D_5&=?^4Is7O zODWf|R|OEucq8T-g3_o?hXi<6jDw);xuDC%V$3^5rJx&HDK8gbrQbQY`=)`Re(hJ20WIuKI>Am-7KcZ+T7AFzPxeh~C%{c{Uek7+A%^=ZW| z1GfzB-qpXAO8V*}>6+VQ79f_s1uh8_&94L$@Nu&|>G+)IpdL- zYY0~3e_@I%%iasRT#S3DSPePc@qbL^%92Mu)+pNXf7HXJ!mVe=|B*Vm=fwZvI=N@Z z|GbB*lAES0{ttOL(q*__@Aqjq-$>TjdA5c zk7gQI{LjiD$AHK9ZB$Ir*77OEy7m z3?VO6UI{1LXwk+kgTE#7*OHOs;l?g_6%XSv;M;qshe?8S#_Xp8Cf=hRpBZ|MEja4gxFlh*M@E<;XMSudiN7 zE`$Sd+Enq2M`E4S?;e3R`wBUC z*Wds3)JOXte{o*~Dh$~#5z^!Eg2p9Dn!{09(?Qt?W!lGqZeQO*6j9e$uL}97j<22x{9Y5xv%nY=a$IyjgPPE zx_PMM&3{&U8pY$sk3(l=8fb^zL|CwlZ4E)b?(p=fImgF2kzx2`kXFo3AKNF}uFw7Z zv&J?vX=pW*WQ&<3n$4uG$xK=s&7`HlOa#G9;&C(a$IQeR zHIrDxOrl{kiST9;4w(rbG?P%kOoDzh32 Date: Thu, 5 Mar 2026 18:12:11 -0600 Subject: [PATCH 66/72] Refactor filter handling in find_catalog and convert_filter_name functions - Updated find_catalog to correctly handle K, Ks, and Kspec filters for 2MASS, mapping them to the K-band columns. - Enhanced convert_filter_name to return 'K' for K, Ks, and Kspec filters. - Added unit tests to validate the new behavior for 2MASS K-band filters in test_utilities and test_absphot. --- potpyri/primitives/absphot.py | 3 +++ potpyri/utils/utilities.py | 9 +++++++-- tests/test_absphot.py | 4 ++++ tests/test_utilities.py | 9 +++++++++ 4 files changed, 23 insertions(+), 2 deletions(-) diff --git a/potpyri/primitives/absphot.py b/potpyri/primitives/absphot.py index fdf55801..6d5af552 100755 --- a/potpyri/primitives/absphot.py +++ b/potpyri/primitives/absphot.py @@ -463,6 +463,9 @@ def convert_filter_name(self, filt): return 'z' if filt=='Y': return 'J' + # K, Ks, Kspec all use 2MASS K-band for calibration + if filt in ('K', 'Ks', 'Kspec'): + return 'K' else: return filt diff --git a/potpyri/utils/utilities.py b/potpyri/utils/utilities.py index 391afd3a..2602cadc 100755 --- a/potpyri/utils/utilities.py +++ b/potpyri/utils/utilities.py @@ -74,8 +74,13 @@ def find_catalog(catalog, fil, coord_ra, coord_dec): if fil.lower() not in ['u','g','r','i','z']: return(catalog, catalog_ID, ra, dec, mag, err) catalog_ID, ra, dec, mag, err = 'V/154', 'RA_ICRS', 'DE_ICRS', fil.lower()+'mag', 'e_'+fil.lower()+'mag' elif catalog.upper() == '2MASS': - if fil.upper() not in ['J','H','K']: return(catalog, catalog_ID, ra, dec, mag, err) - catalog_ID, ra, dec, mag, err = 'II/246', 'RAJ2000', 'DEJ2000', fil.upper()+'mag', 'e_'+fil.upper()+'mag' + # K, Ks, Kspec all use 2MASS K-band columns (Kmag, e_Kmag) + fil_2mass = fil.upper() + if fil_2mass in ('KS', 'KSPEC'): + fil_2mass = 'K' + if fil_2mass not in ['J', 'H', 'K']: + return(catalog, catalog_ID, ra, dec, mag, err) + catalog_ID, ra, dec, mag, err = 'II/246', 'RAJ2000', 'DEJ2000', fil_2mass+'mag', 'e_'+fil_2mass+'mag' elif catalog.upper() == 'UKIRT': if fil.upper() not in ['Y','J','H','K']: return(catalog, catalog_ID, ra, dec, mag, err) catalog_ID, ra, dec, mag, err = 'II/319', 'ra', 'dec', fil.upper() + 'mag', 'e_'+fil.upper()+'mag' diff --git a/tests/test_absphot.py b/tests/test_absphot.py index a7f6905c..81323d3e 100644 --- a/tests/test_absphot.py +++ b/tests/test_absphot.py @@ -91,6 +91,10 @@ def test_convert_filter_name(): assert cal.convert_filter_name('Y') == 'J' assert cal.convert_filter_name('V') == 'g' assert cal.convert_filter_name('I') == 'i' + # K, Ks, Kspec all map to 2MASS K-band + assert cal.convert_filter_name('K') == 'K' + assert cal.convert_filter_name('Ks') == 'K' + assert cal.convert_filter_name('Kspec') == 'K' def test_get_minmag(): diff --git a/tests/test_utilities.py b/tests/test_utilities.py index b5e56d42..d26cf19b 100644 --- a/tests/test_utilities.py +++ b/tests/test_utilities.py @@ -30,6 +30,15 @@ def test_find_catalog_2mass(): assert err == "e_Jmag" +def test_find_catalog_2mass_k_band(): + """find_catalog returns 2MASS K-band (Kmag, e_Kmag) for K, Ks, and Kspec.""" + for filt in ("K", "Ks", "Kspec"): + cat, cid, ra, dec, mag, err = utilities.find_catalog("2MASS", filt, 0.0, 0.0) + assert cid == "II/246", f"2MASS catalog ID for filter {filt!r}" + assert mag == "Kmag", f"2MASS K-band mag column for filter {filt!r}" + assert err == "e_Kmag", f"2MASS K-band err column for filter {filt!r}" + + def test_find_catalog_sdss(): """find_catalog returns SDSS columns for u,g,r,i,z.""" cat, cid, ra, dec, mag, err = utilities.find_catalog("SDSS", "g", 0.0, 0.0) From acf9baf5b378a8f5aaee5f0cb26bfbd3cac65a23 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 5 Mar 2026 18:17:50 -0600 Subject: [PATCH 67/72] Implement _read_calibration_ccd function to streamline calibration frame loading - Added a new helper function to read calibration FITS files into CCDData without parsing WCS, addressing issues with ill-conditioned WCS keywords. - Refactored bias, dark, flat, and sky frame loading methods to utilize the new function, improving code clarity and reducing redundancy. --- potpyri/instruments/instrument.py | 33 ++++++++++++++++++++----------- 1 file changed, 21 insertions(+), 12 deletions(-) diff --git a/potpyri/instruments/instrument.py b/potpyri/instruments/instrument.py index 074ced65..9b8a34ed 100755 --- a/potpyri/instruments/instrument.py +++ b/potpyri/instruments/instrument.py @@ -25,6 +25,19 @@ from astropy.stats import SigmaClip from astropy.time import Time +def _read_calibration_ccd(path, unit, hdu_index=0): + """Read a calibration FITS into CCDData without parsing WCS. + + Master bias/dark/flat frames often have WCS keywords that are ill-conditioned + or copied from templates. Parsing them can raise InvalidTransformError and + log 'Ill-conditioned coordinate transformation parameter'. Calibration + frames do not need WCS, so we load data and header explicitly with wcs=None. + """ + with fits.open(path) as hdu_list: + hdu = hdu_list[hdu_index] + return CCDData(hdu.data, meta=hdu.header.copy(), unit=unit, wcs=None) + + class Instrument(object): """Base class for all POTPyRI instruments. @@ -384,10 +397,9 @@ def load_bias(self, paths, amp, binn): """ bias = self.get_mbias_name(paths, amp, binn) if os.path.exists(bias): - mbias = CCDData.read(bias) + mbias = _read_calibration_ccd(bias, u.electron, hdu_index=0) elif os.path.exists(bias+'.fz'): - hdu = fits.open(bias+'.fz') - mbias = CCDData(hdu[1].data, header=hdu[1].header, unit=u.electron) + mbias = _read_calibration_ccd(bias+'.fz', u.electron, hdu_index=1) else: raise Exception(f'Could not find bias: {bias}') return(mbias) @@ -416,10 +428,9 @@ def load_dark(self, paths, amp, binn): """ dark = self.get_mdark_name(paths, amp, binn) if os.path.exists(dark): - mdark = CCDData.read(dark) + mdark = _read_calibration_ccd(dark, u.electron, hdu_index=0) elif os.path.exists(dark+'.fz'): - hdu = fits.open(dark+'.fz') - mdark = CCDData(hdu[1].data, header=hdu[1].header, unit=u.electron) + mdark = _read_calibration_ccd(dark+'.fz', u.electron, hdu_index=1) else: raise Exception(f'Could not find dark: {dark}') return(mdark) @@ -450,10 +461,9 @@ def load_flat(self, paths, fil, amp, binn): """ flat = self.get_mflat_name(paths, fil, amp, binn) if os.path.exists(flat): - mflat = CCDData.read(flat) + mflat = _read_calibration_ccd(flat, u.dimensionless_unscaled, hdu_index=0) elif os.path.exists(flat+'.fz'): - hdu = fits.open(flat+'.fz') - mflat = CCDData(hdu[1].data, header=hdu[1].header, unit=u.electron) + mflat = _read_calibration_ccd(flat+'.fz', u.dimensionless_unscaled, hdu_index=1) else: raise Exception(f'Could not find flat: {flat}') return(mflat) @@ -484,10 +494,9 @@ def load_sky(self, paths, fil, amp, binn): """ sky = self.get_msky_name(paths, fil, amp, binn) if os.path.exists(sky): - msky = CCDData.read(sky) + msky = _read_calibration_ccd(sky, u.dimensionless_unscaled, hdu_index=0) elif os.path.exists(sky+'.fz'): - hdu = fits.open(sky+'.fz') - msky = CCDData(hdu[1].data, header=hdu[1].header, unit=u.electron) + msky = _read_calibration_ccd(sky+'.fz', u.dimensionless_unscaled, hdu_index=1) else: raise Exception(f'Could not find sky frame: {sky}') return(msky) From 27cf9adda95ed7ffca48022fc549bb932584e327 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 5 Mar 2026 18:21:34 -0600 Subject: [PATCH 68/72] Enhance calibration header sanitization to prevent WCS-related errors - Introduced a new function, _sanitize_calibration_header, to remove WCS and coordinate keywords from calibration headers, ensuring safe writing of calibration files. - Updated bias, dark, flat, and sky frame writing methods to utilize the new sanitization function, preventing potential InvalidTransformError during WCS parsing. - Improved logging to ensure messages are only displayed when logging is enabled. --- potpyri/instruments/instrument.py | 46 +++++++++++++++++++++++++++---- 1 file changed, 41 insertions(+), 5 deletions(-) diff --git a/potpyri/instruments/instrument.py b/potpyri/instruments/instrument.py index 9b8a34ed..3d7c0e97 100755 --- a/potpyri/instruments/instrument.py +++ b/potpyri/instruments/instrument.py @@ -25,6 +25,36 @@ from astropy.stats import SigmaClip from astropy.time import Time +# WCS-related keywords to remove from calibration headers so saved files never +# trigger InvalidTransformError (e.g. DEC=-100, ill-conditioned CD matrix). +_CAL_HEADER_WCS_KEYS = ( + 'CTYPE1', 'CTYPE2', 'CRVAL1', 'CRVAL2', 'CRPIX1', 'CRPIX2', + 'CD1_1', 'CD1_2', 'CD2_1', 'CD2_2', 'CDELT1', 'CDELT2', 'CROTA2', + 'RADECSYS', 'RADESYS', 'EQUINOX', 'RA', 'DEC', 'LONPOLE', 'LATPOLE', + 'CUNIT1', 'CUNIT2', 'MJD-OBS', + 'LTM1_1', 'LTM1_2', 'LTM2_1', 'LTM2_2', 'LTV1', 'LTV2', + 'DTV1', 'DTV2', 'DTM1_1', 'DTM2_2', +) + + +def _sanitize_calibration_header(header): + """Remove WCS and coordinate keywords from a header so it can be written safely. + + Calibration frames (bias, dark, flat, sky) inherit headers from input frames + that may contain invalid or ill-conditioned WCS (e.g. DEC=-100). Removing + these keywords ensures saved calibration files do not cause + InvalidTransformError when later loaded by code that parses WCS. + Modifies header in place. + """ + for key in _CAL_HEADER_WCS_KEYS: + if key in header: + del header[key] + # Remove PV* distortion keywords (can be ill-conditioned) + to_del = [k for k in header.keys() if k.startswith('PV')] + for k in to_del: + del header[k] + + def _read_calibration_ccd(path, unit, hdu_index=0): """Read a calibration FITS into CCDData without parsing WCS. @@ -624,8 +654,9 @@ def create_bias(self, bias_list, amp, binn, paths, 'Version of telescope parameter file used.') bias_filename = self.get_mbias_name(paths, amp, binn) + _sanitize_calibration_header(mbias.header) mbias.write(bias_filename, overwrite=True, output_verify='silentfix') - log.info(f'Master bias written to {bias_filename}') + if log: log.info(f'Master bias written to {bias_filename}') return @@ -695,6 +726,7 @@ def create_dark(self, dark_list, amp, binn, paths, mbias=None, log=None): darkname = self.get_mdark_name(paths, amp, binn) if log: log.info(f'Writing master dark to {darkname}') + _sanitize_calibration_header(mdark.header) mdark.write(darkname, overwrite=True, output_verify='silentfix') return @@ -807,8 +839,9 @@ def create_flat(self, flat_list, fil, amp, binn, paths, mbias=None, 'Version of telescope parameter file used.') flat_filename = self.get_mflat_name(paths, fil, amp, binn) + _sanitize_calibration_header(mflat.header) mflat.write(flat_filename, overwrite=True, output_verify='silentfix') - log.info(f'Master flat written to {flat_filename}') + if log: log.info(f'Master flat written to {flat_filename}') return @@ -890,8 +923,9 @@ def create_sky(self, sky_list, fil, amp, binn, paths, log=None, **kwargs): 'Version of telescope parameter file used.') sky_filename = self.get_msky_name(paths, fil, amp, binn) + _sanitize_calibration_header(msky.header) msky.write(sky_filename, overwrite=True, output_verify='silentfix') - log.info(f'Master sky written to {sky_filename}') + if log: log.info(f'Master sky written to {sky_filename}') return @@ -1130,10 +1164,12 @@ def process_science(self, sci_list, fil, amp, binn, paths, mbias=None, for i,frame in enumerate(processed): mean, med, stddev = sigma_clipped_stats(frame.data) - frame_sky = sky_frame.multiply(med, + # Scale normalized sky to same units as science (electrons) so subtract is valid + science_unit = frame.unit if frame.unit is not None else u.electron + frame_sky = sky_frame.multiply(med * science_unit, propagate_uncertainties=True, handle_meta='first_found') - processed[i] = frame.subtract(frame_sky, + processed[i] = frame.subtract(frame_sky, propagate_uncertainties=True, handle_meta='first_found') processed[i].header['SKYBKG']=med processed[i].header['SATURATE']-=med From 58aab16b92987542af77662d346a2cf0c58bf0d3 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 5 Mar 2026 18:29:28 -0600 Subject: [PATCH 69/72] Add unit tests for calibration header sanitization and CCD data loading - Introduced tests for _sanitize_calibration_header and _read_calibration_ccd functions to ensure proper handling of calibration FITS files and header sanitization. - Added tests for loading bias, dark, flat, and sky frames, verifying that they correctly utilize the new calibration loading methods. - Implemented additional tests for sky subtraction and static mask filename retrieval to enhance overall test coverage. --- tests/test_instruments.py | 152 +++++++++++++++++++++++++++++++++++++- 1 file changed, 151 insertions(+), 1 deletion(-) diff --git a/tests/test_instruments.py b/tests/test_instruments.py index 6e5e1e4c..c2f7b7c9 100644 --- a/tests/test_instruments.py +++ b/tests/test_instruments.py @@ -5,10 +5,16 @@ import pytest from astropy.io import fits from astropy.table import Table +from astropy.nddata import CCDData +from astropy import units as u from potpyri.instruments import instrument_getter from potpyri.instruments.GMOS import GMOS -from potpyri.instruments.instrument import Instrument +from potpyri.instruments.instrument import ( + Instrument, + _sanitize_calibration_header, + _read_calibration_ccd, +) from potpyri.utils import options from potpyri.utils import logger @@ -180,3 +186,147 @@ def test_base_instrument_get_ampl_get_binning_missing_keyword(): hdr = fits.Header() assert base.get_ampl(hdr) == "2" assert base.get_binning(hdr) == "CCDSUM" + + +def test_sanitize_calibration_header(): + """_sanitize_calibration_header removes WCS/coord keywords so saved cals don't trigger InvalidTransformError.""" + h = fits.Header() + h["CTYPE1"] = "RA---TAN" + h["CTYPE2"] = "DEC--TAN" + h["CRVAL1"] = 0.0 + h["CRVAL2"] = -100.0 + h["RA"] = "00:00:00" + h["DEC"] = "-100:00:00" + h["PV1_1"] = 1.0 + h["EXPTIME"] = 60.0 + h["VER"] = "1.0" + _sanitize_calibration_header(h) + assert "CTYPE1" not in h + assert "CRVAL2" not in h + assert "RA" not in h + assert "DEC" not in h + assert "PV1_1" not in h + assert h["EXPTIME"] == 60.0 + assert h["VER"] == "1.0" + + +def test_read_calibration_ccd(tmp_path): + """_read_calibration_ccd loads calibration FITS without parsing WCS (avoids ill-conditioned header errors).""" + path = tmp_path / "cal.fits" + hdu = fits.PrimaryHDU(np.zeros((10, 10), dtype=np.float32)) + hdu.header["CRVAL2"] = -100.0 # invalid; would raise if WCS were parsed + hdu.header["CTYPE1"] = "RA---TAN" + hdu.writeto(path, overwrite=True) + ccd = _read_calibration_ccd(str(path), u.electron, hdu_index=0) + assert ccd.wcs is None + assert ccd.unit == u.electron + assert ccd.data.shape == (10, 10) + + +def test_sky_subtraction_units(): + """Scaled sky (normalized * med * electron) has same unit as science so subtract is valid.""" + # Normalized master sky (dimensionless) * (med * u.electron) -> electron; then science - sky is valid + sky = CCDData(np.ones((5, 5)), unit=u.dimensionless_unscaled) + frame = CCDData(np.ones((5, 5)) * 100.0, unit=u.electron) + med = 50.0 + science_unit = frame.unit if frame.unit is not None else u.electron + frame_sky = sky.multiply(med * science_unit, propagate_uncertainties=True, handle_meta="first_found") + result = frame.subtract(frame_sky, propagate_uncertainties=True, handle_meta="first_found") + assert result.unit == u.electron + np.testing.assert_allclose(result.data, 50.0) + + +def test_get_staticmask_filename(tmp_path): + """get_staticmask_filename returns [path] when mask exists, [None] otherwise.""" + tel = GMOS() + hdr = fits.Header({"CCDSUM": "2 2"}) + # Path is paths['code']/../data/staticmasks/{instname}.{binn}.staticmask.fits.fz + code_dir = tmp_path / "code" + code_dir.mkdir() + data_dir = tmp_path / "data" / "staticmasks" + data_dir.mkdir(parents=True) + paths = {"code": str(code_dir)} + # When file does not exist + out = tel.get_staticmask_filename(hdr, paths) + assert out == [None] + # When file exists + mask_file = data_dir / "gmos.22.staticmask.fits.fz" + mask_file.touch() + out = tel.get_staticmask_filename(hdr, paths) + assert out[0] is not None + assert "gmos.22.staticmask.fits.fz" in out[0] + + +def test_load_bias_load_dark_load_flat_load_sky(tmp_path): + """load_bias, load_dark, load_flat, load_sky load from temp FITS via _read_calibration_ccd.""" + tel = GMOS() + cal_dir = tmp_path / "cals" + cal_dir.mkdir() + paths = {"cal": str(cal_dir)} + + # Bias: mbias_1_22.fits + bias_path = cal_dir / "mbias_1_22.fits" + fits.PrimaryHDU(np.zeros((10, 10), dtype=np.float32)).writeto(bias_path, overwrite=True) + mbias = tel.load_bias(paths, "1", "22") + assert mbias.unit == u.electron + assert mbias.data.shape == (10, 10) + + # Dark: mdark_1_22.fits + dark_path = cal_dir / "mdark_1_22.fits" + fits.PrimaryHDU(np.zeros((10, 10), dtype=np.float32)).writeto(dark_path, overwrite=True) + mdark = tel.load_dark(paths, "1", "22") + assert mdark.unit == u.electron + + # Flat: mflat_r_1_22.fits + flat_path = cal_dir / "mflat_r_1_22.fits" + fits.PrimaryHDU(np.ones((10, 10), dtype=np.float32)).writeto(flat_path, overwrite=True) + mflat = tel.load_flat(paths, "r", "1", "22") + assert mflat.unit == u.dimensionless_unscaled + + # Sky: msky_r_1_22.fits + sky_path = cal_dir / "msky_r_1_22.fits" + fits.PrimaryHDU(np.ones((10, 10), dtype=np.float32)).writeto(sky_path, overwrite=True) + msky = tel.load_sky(paths, "r", "1", "22") + assert msky.unit == u.dimensionless_unscaled + + +def test_load_bias_raises_when_missing(tmp_path): + """load_bias raises when no bias file exists at expected path.""" + tel = GMOS() + paths = {"cal": str(tmp_path)} + with pytest.raises(Exception, match="Could not find bias"): + tel.load_bias(paths, "1", "22") + + +def test_expand_mask(): + """expand_mask combines NaN, inf, zero pixels with optional input mask.""" + tel = Instrument() + data = np.ones((8, 8), dtype=float) + data[0, 0] = np.nan + data[1, 1] = np.inf + data[2, 2] = 0.0 + ccd = CCDData(data, unit=u.electron) + out = tel.expand_mask(ccd, input_mask=None) + assert out[0, 0] + assert out[1, 1] + assert out[2, 2] + assert not out[3, 3] + # With input mask + extra = np.zeros((8, 8), dtype=bool) + extra[4, 4] = True + out2 = tel.expand_mask(ccd, input_mask=extra) + assert out2[4, 4] + + +def test_base_get_catalog(): + """Base Instrument get_catalog returns catalog_zp.""" + base = Instrument() + hdr = fits.Header() + assert base.get_catalog(hdr) == "PS1" + + +def test_format_datasec_binning_one(): + """format_datasec with binning=1 preserves integer bounds.""" + base = Instrument() + out = base.format_datasec("[100:200,50:150]", binning=1) + assert "[100:200,50:150]" == out From 8e237accb626b2cd7e0904a8b9ad3346e1760cfb Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 5 Mar 2026 18:29:40 -0600 Subject: [PATCH 70/72] Refactor calibration frame loading and enhance test coverage - Updated the _read_calibration_ccd function to improve efficiency in loading calibration FITS files. - Refactored related loading methods for bias, dark, flat, and sky frames to streamline the process. - Added new unit tests to ensure robust validation of calibration frame loading and processing. --- .coverage | Bin 53248 -> 53248 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/.coverage b/.coverage index 8fe2a82be1b8a3d10556fa0438494df4592d3b73..397322bff4c85f7ce03b3831867161149bd9e73c 100644 GIT binary patch delta 231 zcmZozz}&Eac>`O6Q91+v5B@j&*ZKGJui)?FFX4~nH|3Y+XXX3Km(Q2Zr^v^~+s3QG z^PcAj&mNvdJdHf*n*{~*c_!!e2yor|9nbhcnBl?df15jc9x>KSGd>7s<6~ju3N#oP9t1D|fdB&o4~PbW1~3UE4!{@?dZINKrvSqX QcSZ)w)r_0J_HjD`0B+DgP5=M^ delta 231 zcmZozz}&Eac>`O6Q62;T5B@j&*ZKGJui)?FFX4~nH|3Y+XXX3KSH_per@_a|+smuZ z^Nr^;&taaGJRLlFn*{~TcqXU!2yp%T&&4pGfg%1Y`{u@;M~wB#41c)T_*fV@`S||T z^0G2=Hde7R{rzS>A!VBKO5V?(|1V=WFr9&ciHm`SVO99jeY;jL957R2_)vBA)%IV} zYp+FdGcYi4K(PXlZUABi1qKEQ5Df$kU=m0qz!+fK0m9<}QA`YfHGq`C=C6I+jsT`u BJ8b{} From eca47a2904a43fbcf6f54a3d5f7f869afe120dfd Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 5 Mar 2026 18:45:31 -0600 Subject: [PATCH 71/72] Enhance create_sky method with iterative sigma clipping and robust masking - Updated the create_sky method to include configurable parameters for iterative sigma clipping, allowing for better estimation of sky background and masking of bright sources. - Improved handling of NaN values during normalization and masking processes. - Added unit tests to validate the new functionality, ensuring robust performance with both default and custom parameters. --- potpyri/instruments/instrument.py | 123 +++++++++++++++++++++--------- tests/test_instruments.py | 68 +++++++++++++++++ 2 files changed, 157 insertions(+), 34 deletions(-) diff --git a/potpyri/instruments/instrument.py b/potpyri/instruments/instrument.py index 3d7c0e97..5a644ba9 100755 --- a/potpyri/instruments/instrument.py +++ b/potpyri/instruments/instrument.py @@ -845,9 +845,18 @@ def create_flat(self, flat_list, fil, amp, binn, paths, mbias=None, return - def create_sky(self, sky_list, fil, amp, binn, paths, log=None, **kwargs): + def create_sky(self, sky_list, fil, amp, binn, paths, log=None, + sky_sigma_upper=3.0, sky_sigma_lower=4.0, sky_maxiters=5, + sky_n_sigma_high=3.0, sky_n_sigma_low=4.0, + msky_n_sigma_high=5.0, msky_n_sigma_low=5.0, msky_maxiters=5, + **kwargs): """Combine sky frames (normalize by median) and write master sky. + Uses iterative sigma clipping to estimate the sky background and mask + bright sources (and optionally low outliers) so the median is not + biased. Per-frame and combined master sky masking use configurable + sigma and iteration limits. + Parameters ---------- sky_list : list of str @@ -862,6 +871,24 @@ def create_sky(self, sky_list, fil, amp, binn, paths, log=None, **kwargs): Paths dict (cal key). log : ColoredLogger, optional Logger for progress. + sky_sigma_upper : float, optional + Upper sigma for iterative clip when estimating per-frame sky. + Default 3.0. + sky_sigma_lower : float, optional + Lower sigma for iterative clip when estimating per-frame sky. + Default 4.0. + sky_maxiters : int, optional + Max iterations for sigma clipping per sky frame. Default 5. + sky_n_sigma_high : float, optional + Mask pixels above med + this many * std (bright sources). Default 3.0. + sky_n_sigma_low : float, optional + Mask pixels below med - this many * std (defects). Default 4.0. + msky_n_sigma_high : float, optional + Mask master sky pixels above median + this * std. Default 5.0. + msky_n_sigma_low : float, optional + Mask master sky pixels below median - this * std. Default 5.0. + msky_maxiters : int, optional + Max iterations for sigma clipping on combined master sky. Default 5. **kwargs Unused; for subclass compatibility. @@ -874,59 +901,82 @@ def create_sky(self, sky_list, fil, amp, binn, paths, log=None, **kwargs): log.info(f'Processing files for filter: {fil}') log.info(f'{len(sky_list)} files found.') - scale = [] skys = [] for i, sky in enumerate(sky_list): if log: log.info(f'Importing {sky}') sky_full = self.import_sci_image(sky, log=log) - mean, med, stddev = sigma_clipped_stats(sky_full.data, - sigma_upper=2.5, sigma_lower=3.5) - - # Mask outliers - mask = sky_full.data > med + 2.5 * stddev - sky_full.data[mask]=np.nan + # Iterative sigma-clipped stats for robust sky level (excludes + # bright sources and defects so median is unbiased) + mean, med, stddev = sigma_clipped_stats( + sky_full.data, + sigma_upper=sky_sigma_upper, + sigma_lower=sky_sigma_lower, + maxiters=sky_maxiters, + ) - # Normalize by median sky background - mean, med, stddev = sigma_clipped_stats(sky_full.data, - sigma_upper=2.5, sigma_lower=3.5) - norm = 1./med + # Mask bright sources and low outliers so they don't affect norm + mask_high = sky_full.data > med + sky_n_sigma_high * stddev + mask_low = sky_full.data < med - sky_n_sigma_low * stddev + sky_full.data[mask_high] = np.nan + sky_full.data[mask_low] = np.nan + + # Recompute stats on masked data (NaNs excluded) for normalization + mean, med, stddev = sigma_clipped_stats( + sky_full.data, + sigma_upper=sky_sigma_upper, + sigma_lower=sky_sigma_lower, + maxiters=sky_maxiters, + ) + norm = 1.0 / med sky_full = sky_full.multiply(norm) - + # Vet the sky normalization - it should not be negative if norm > 0.: - log.info(f'Sky normalization: {norm}') + if log: log.info(f'Sky normalization: {norm}') else: - # Skip this file - log.error(f'Sky normalization: {norm}') + if log: log.error(f'Sky normalization: {norm}') continue - sky_full.mask[np.isnan(sky_full.data)]=True - sky_full.data[np.isnan(sky_full.data)]=1.0 - + nan_mask = np.isnan(sky_full.data) + if sky_full.mask is None: + sky_full.mask = np.zeros(sky_full.data.shape, dtype=bool) + sky_full.mask[nan_mask] = True + sky_full.data[nan_mask] = 1.0 + skys.append(sky_full) - msky = ccdproc.combine(skys, method='median', sigma_clip=True, + msky = ccdproc.combine(skys, method='median', sigma_clip=True, clip_extrema=True) - # Mask sky image - msky.data[np.isinf(msky.data)]=1.0 - msky.data[msky.data==0.0]=1.0 - mean, median, stddev = sigma_clipped_stats(msky.data) - mask = msky.data > median + 10 * stddev - msky.data[mask]=1.0 - - if log: + # Robust masking of combined master sky: iterative sigma clipping + # for accurate median/std, then mask excess flux and defects + msky.data[np.isinf(msky.data)] = np.nan + msky.data[msky.data == 0.0] = np.nan + mean, median, stddev = sigma_clipped_stats( + msky.data, + sigma_upper=3.0, + sigma_lower=3.0, + maxiters=msky_maxiters, + ) + mask_high = msky.data > median + msky_n_sigma_high * stddev + mask_low = msky.data < median - msky_n_sigma_low * stddev + msky.data[mask_high] = 1.0 + msky.data[mask_low] = 1.0 + # Restore valid fill for normalized sky (1.0 = no correction) + msky.data[np.isnan(msky.data)] = 1.0 + + if log: log.info(f'Made sky for filter: {fil}, amp: {amp}, bin: {binn}.') - - msky.header['VER'] = (__version__, + + msky.header['VER'] = (__version__, 'Version of telescope parameter file used.') sky_filename = self.get_msky_name(paths, fil, amp, binn) _sanitize_calibration_header(msky.header) msky.write(sky_filename, overwrite=True, output_verify='silentfix') if log: log.info(f'Master sky written to {sky_filename}') - + return def load_staticmask(self, hdr, paths): @@ -1161,9 +1211,14 @@ def process_science(self, sci_list, fil, amp, binn, paths, mbias=None, sky_frame = self.load_sky(paths, fil, amp, binn) - for i,frame in enumerate(processed): - - mean, med, stddev = sigma_clipped_stats(frame.data) + for i, frame in enumerate(processed): + # Robust scale: sigma-clipped median so bright sources don't bias sky level + mean, med, stddev = sigma_clipped_stats( + frame.data, + sigma_upper=3.0, + sigma_lower=3.0, + maxiters=5, + ) # Scale normalized sky to same units as science (electrons) so subtract is valid science_unit = frame.unit if frame.unit is not None else u.electron frame_sky = sky_frame.multiply(med * science_unit, diff --git a/tests/test_instruments.py b/tests/test_instruments.py index c2f7b7c9..9746dac6 100644 --- a/tests/test_instruments.py +++ b/tests/test_instruments.py @@ -330,3 +330,71 @@ def test_format_datasec_binning_one(): base = Instrument() out = base.format_datasec("[100:200,50:150]", binning=1) assert "[100:200,50:150]" == out + + +def test_create_sky_masks_bright_sources(tmp_path): + """create_sky uses iterative sigma clipping and masks bright sources so sky estimate is robust.""" + from astropy.stats import sigma_clipped_stats + + tel = GMOS() + cal_dir = tmp_path / "cal" + cal_dir.mkdir() + sky_dir = tmp_path / "sky" + sky_dir.mkdir() + paths = {"cal": str(cal_dir)} + + # Two small sky frames: constant background + one frame with a bright source + sky_val = 1000.0 + shape = (12, 12) + for i in range(2): + data = np.full(shape, sky_val, dtype=np.float32) + if i == 1: + data[5, 5] = 8000.0 # bright source + data[6, 5] = 6000.0 + ccd = CCDData(data, unit=u.electron) + path = sky_dir / f"sky{i}.fits" + ccd.write(str(path), overwrite=True) + + sky_list = [str(sky_dir / "sky0.fits"), str(sky_dir / "sky1.fits")] + tel.create_sky(sky_list, "r", "1", "22", paths, log=None, + sky_sigma_upper=3.0, sky_sigma_lower=4.0, sky_maxiters=5, + sky_n_sigma_high=3.0, sky_n_sigma_low=4.0, + msky_n_sigma_high=5.0, msky_n_sigma_low=5.0, msky_maxiters=5) + + msky_path = cal_dir / "msky_r_1_22.fits" + assert msky_path.exists() + with fits.open(msky_path) as hdu: + msky_data = hdu[0].data + # Normalized sky: masked (bright) pixels set to 1.0, rest ~1.0 + assert msky_data.shape == shape + # At (5,5) and (6,5) we had bright flux; after masking they should be 1.0 + assert msky_data[5, 5] == 1.0 + assert msky_data[6, 5] == 1.0 + # Median of combined sky should be close to 1.0 (normalized) + med = np.nanmedian(msky_data) + assert 0.95 < med < 1.05 + + +def test_create_sky_accepts_default_and_custom_sigma_params(tmp_path): + """create_sky runs with default params and with custom sigma/maxiters.""" + tel = GMOS() + cal_dir = tmp_path / "cal" + cal_dir.mkdir() + sky_dir = tmp_path / "sky" + sky_dir.mkdir() + paths = {"cal": str(cal_dir)} + data = np.full((8, 8), 500.0, dtype=np.float32) + ccd = CCDData(data, unit=u.electron) + sky_path = sky_dir / "sky.fits" + ccd.write(str(sky_path), overwrite=True) + sky_list = [str(sky_path)] + + # Default params + tel.create_sky(sky_list, "r", "1", "22", paths, log=None) + assert (cal_dir / "msky_r_1_22.fits").exists() + + # Custom params (tight sigma) + (cal_dir / "msky_r_1_22.fits").unlink() + tel.create_sky(sky_list, "r", "1", "22", paths, log=None, + sky_n_sigma_high=2.0, msky_n_sigma_high=4.0) + assert (cal_dir / "msky_r_1_22.fits").exists() From b034b4e46011a772a422f1df11936a5163d7c311 Mon Sep 17 00:00:00 2001 From: charliekilpatrick Date: Thu, 5 Mar 2026 19:24:16 -0600 Subject: [PATCH 72/72] Implement relative calibration for image stacking using SExtractor catalogs - Enhanced the image processing pipeline to include a new option for relative calibration, allowing frames to be calibrated to each other based on source fluxes from SExtractor catalogs. - Introduced the compute_relative_scales function to compute scale factors for stacking images, improving the accuracy of combined outputs. - Updated the main_pipeline and image_proc functions to support the new relative calibration feature. - Added unit tests to validate the new functionality and ensure robust performance across various scenarios. --- potpyri/primitives/image_procs.py | 156 ++++++++++++++++++++++++++- potpyri/primitives/photometry.py | 7 +- potpyri/scripts/main_pipeline.py | 3 +- potpyri/utils/options.py | 5 + tests/test_image_procs.py | 168 +++++++++++++++++++++++++++++- tests/test_instruments.py | 2 - 6 files changed, 330 insertions(+), 11 deletions(-) diff --git a/potpyri/primitives/image_procs.py b/potpyri/primitives/image_procs.py index d0b98d87..b4b1df1b 100755 --- a/potpyri/primitives/image_procs.py +++ b/potpyri/primitives/image_procs.py @@ -18,6 +18,7 @@ import acstools import astropy.units as u +from astropy.coordinates import SkyCoord from astropy.io import fits, ascii from astropy.stats import sigma_clipped_stats from astropy.wcs import WCS @@ -266,11 +267,13 @@ def align_images(reduced_files, paths, tel, binn, use_wcs=None, fieldcenter=None def image_proc(image_data, tel, paths, skip_skysub=False, fieldcenter=None, out_size=None, satellites=True, cosmic_ray=True, - skip_gaia=False, keep_all_astro=False, log=None): + skip_gaia=False, keep_all_astro=False, relative_calibration=False, + log=None): """Full image processing: align, mask, stack, and optionally detrend. Orchestrates WCS solving, alignment, satellite/cosmic-ray masking, - stacking, and optional sky subtraction. + stacking, and optional sky subtraction. Optionally calibrates frames + to each other using SExtractor catalogs and RA/Dec cross-matching before stacking. Parameters ---------- @@ -294,6 +297,10 @@ def image_proc(image_data, tel, paths, skip_skysub=False, If True, skip Gaia alignment. Default is False. keep_all_astro : bool, optional If True, keep all images regardless of astrometric dispersion. + relative_calibration : bool, optional + If True, run SExtractor on each aligned frame, cross-match sources in + RA/Dec, and use relative fluxes to set scale factors for the stack + combine. Default is False. log : ColoredLogger, optional Logger for progress. @@ -460,7 +467,12 @@ def image_proc(image_data, tel, paths, skip_skysub=False, if log: log.info('Creating median stack.') if len(aligned_data)>1: - sci_med = stack_data(aligned_data, tel, masks, errors, log=log) + relative_scales = None + if relative_calibration: + exptimes = np.array([tel.get_exptime(d.header) for d in aligned_data]) + relative_scales = compute_relative_scales(data_images, paths, exptimes, log=log) + sci_med = stack_data(aligned_data, tel, masks, errors, log=log, + relative_scales=relative_scales) sci_med = add_stack_mask(sci_med, aligned_data) if tel.detrend: @@ -567,10 +579,139 @@ def detrend_stack(stack): return(stack) -def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): +def compute_relative_scales(data_images, paths, exptimes, log=None, + match_radius_arcsec=2.0, min_sources=5, min_rel_err=0.01): + """Compute relative flux scale factors from SExtractor catalogs and RA/Dec cross-matching. + + Runs Source Extractor on each aligned science image, cross-matches sources + between frames in RA/Dec, and uses the inverse-variance-weighted mean of + flux ratios (using FLUXERR_AUTO) to define scale factors so that combine() + can stack on a common flux scale. For frames where matching fails (too few + matches), the scale is set to 1.0/exptime for that frame. + + Parameters + ---------- + data_images : list of str + Paths to FITS with SCI extension (e.g. *_data.fits from image_proc). + paths : dict + Paths dict; paths.get('source_extractor') used for SExtractor binary. + exptimes : array-like + Exposure time in seconds for each image (same order as data_images). + log : ColoredLogger, optional + Logger for progress. + match_radius_arcsec : float, optional + Match radius in arcsec for cross-matching sources. Default 2.0. + min_sources : int, optional + Minimum matched sources per frame to compute scale. Default 5. + min_rel_err : float, optional + Minimum relative flux error (err/flux) used in variance of ratio to + avoid zero variance. Default 0.01. + + Returns + ------- + np.ndarray or None + Relative scale factors, one per image (reference frame scale = 1.0). + Frames that fail get scale = 1.0/exptime. None if catalogs cannot be + built at all (caller should use exposure-time-only scaling). + """ + nimg = len(data_images) + if nimg < 2: + return None + exptimes = np.atleast_1d(np.asarray(exptimes, dtype=float)) + if len(exptimes) != nimg: + if log: + log.warning('Relative calibration: exptimes length does not match data_images.') + return None + + sextractor_path = paths.get('source_extractor') + def _col(cat, name): + """Get column by case-insensitive name.""" + for c in cat.colnames: + if c.upper() == name.upper(): + return c + return None + + catalogs = [] + for p in data_images: + cat = photometry.run_sextractor(p, log=log, sextractor_path=sextractor_path) + if cat is None or len(cat) < min_sources: + if log: + log.warning(f'Relative calibration: insufficient catalog for {p}, skipping.') + return None + ra_col = _col(cat, 'ALPHA_J2000') + dec_col = _col(cat, 'DELTA_J2000') + flux_col = _col(cat, 'FLUX_AUTO') + fluxerr_col = _col(cat, 'FLUXERR_AUTO') + if not (ra_col and dec_col and flux_col): + if log: + log.warning('Relative calibration: catalog missing RA/Dec or FLUX_AUTO.') + return None + catalogs.append((cat, ra_col, dec_col, flux_col, fluxerr_col)) + + # Reference = frame with most sources + ref_idx = int(np.argmax([len(c[0]) for c in catalogs])) + ref, ref_ra, ref_dec, ref_flux, ref_fluxerr = catalogs[ref_idx] + ref_coords = SkyCoord(ref[ref_ra], ref[ref_dec], unit='deg') + + match_radius = match_radius_arcsec * u.arcsec + relative_scales = np.ones(nimg, dtype=float) + # Reference frame scale = 1.0; failed frames will get 1.0/exptime + for i in range(nimg): + if i == ref_idx: + continue + cat, ra_col, dec_col, flux_col, fluxerr_col = catalogs[i] + coords = SkyCoord(cat[ra_col], cat[dec_col], unit='deg') + # For each source in this frame, find nearest in reference + idx_ref, d2d, _ = coords.match_to_catalog_sky(ref_coords) + keep = d2d < match_radius + n_match = np.sum(keep) + if n_match < min_sources: + if log: + log.warning(f'Relative calibration: frame {i} has {n_match} matches (< {min_sources}), using 1/exptime.') + relative_scales[i] = 1.0 / exptimes[i] + continue + flux_ref = np.array(ref[ref_flux][idx_ref[keep]], dtype=float) + flux_i = np.array(cat[flux_col][keep], dtype=float) + # Flux errors: use FLUXERR_AUTO if present, else fall back to unweighted + if ref_fluxerr and fluxerr_col: + err_ref = np.array(ref[ref_fluxerr][idx_ref[keep]], dtype=float) + err_i = np.array(cat[fluxerr_col][keep], dtype=float) + else: + err_ref = err_i = None + # Avoid zeros and negatives in flux + valid = (flux_i > 0) & (flux_ref > 0) + if np.sum(valid) < min_sources: + if log: + log.warning(f'Relative calibration: frame {i} has too few valid flux pairs, using 1/exptime.') + relative_scales[i] = 1.0 / exptimes[i] + continue + ratio = flux_ref[valid] / flux_i[valid] + if err_ref is not None and err_i is not None: + err_ref = err_ref[valid] + err_i = err_i[valid] + # Relative errors with floor to avoid zero variance + rel_err_ref = np.maximum(np.abs(err_ref) / np.maximum(flux_ref[valid], 1e-30), min_rel_err) + rel_err_i = np.maximum(np.abs(err_i) / np.maximum(flux_i[valid], 1e-30), min_rel_err) + # Variance of ratio R = A/B: var(R) ≈ R^2 * ( (σ_A/A)^2 + (σ_B/B)^2 ) + var_ratio = ratio ** 2 * (rel_err_ref ** 2 + rel_err_i ** 2) + var_ratio = np.maximum(var_ratio, 1e-30) + weight = 1.0 / var_ratio + relative_scales[i] = float(np.average(ratio, weights=weight)) + else: + relative_scales[i] = float(np.median(ratio)) + + if log: + log.info(f'Relative calibration: scales (ref frame {ref_idx} = 1.0): {relative_scales}') + return relative_scales + + +def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None, + relative_scales=None): """Combine aligned CCDData list with exposure scaling (median or average). Masks are applied (masked pixels set to nan) before combination. + Optionally uses relative flux scales from source cross-matching so that + frames are combined on a common flux scale. Parameters ---------- @@ -586,6 +727,9 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): Memory limit in bytes for ccdproc.combine. Default is 8e9. log : ColoredLogger, optional Logger for progress. + relative_scales : np.ndarray, optional + Relative flux scale factors (one per image; reference = 1.0). If + provided, scale = relative_scales (exposure-time scaling is not applied). Returns ------- @@ -608,7 +752,9 @@ def stack_data(stacking_data, tel, masks, errors, mem_limit=8.0e9, log=None): exptimes.append(float(tel.get_exptime(stk.header))) exptimes = np.array(exptimes) - scale = 1./exptimes + scale = 1.0 / exptimes + if relative_scales is not None: + scale = np.asarray(relative_scales, dtype=float) if len(scale)==1: stack_method='average' diff --git a/potpyri/primitives/photometry.py b/potpyri/primitives/photometry.py index 688211af..cd1796c2 100755 --- a/potpyri/primitives/photometry.py +++ b/potpyri/primitives/photometry.py @@ -79,7 +79,7 @@ def create_params(outfile): f.write('FLUXERR_AUTO \n') f.write('FWHM_IMAGE \n') -def run_sextractor(img_file, log=None): +def run_sextractor(img_file, log=None, sextractor_path=None): """Run Source Extractor on SCI extension; return catalog table or None. Parameters @@ -88,6 +88,8 @@ def run_sextractor(img_file, log=None): Path to FITS with SCI extension (and SATURATE in header). log : ColoredLogger, optional Logger for progress. + sextractor_path : str, optional + Path to Source Extractor binary. If None, uses 'sex' from PATH. Returns ------- @@ -113,12 +115,13 @@ def run_sextractor(img_file, log=None): datahdu.header = hdu['SCI'].header datahdu.writeto(tmpfile, overwrite=True) + sex_cmd = (sextractor_path if sextractor_path else 'sex').strip() if log: log.info(f'Running source extractor on {img_file}') else: print(f'Running source extractor on {img_file}') - cmd = f'sex {tmpfile} -CATALOG_NAME {catfile} -CATALOG_TYPE ASCII_HEAD ' + cmd = f'{sex_cmd} {tmpfile} -CATALOG_NAME {catfile} -CATALOG_TYPE ASCII_HEAD ' cmd += f'-PARAMETERS_NAME {paramfile} -FILTER_NAME {convfile} ' cmd += f'-SATUR_LEVEL {saturate} > /dev/null 2> /dev/null' diff --git a/potpyri/scripts/main_pipeline.py b/potpyri/scripts/main_pipeline.py index 18fafacf..5583e672 100755 --- a/potpyri/scripts/main_pipeline.py +++ b/potpyri/scripts/main_pipeline.py @@ -47,6 +47,7 @@ def main_pipeline(instrument: str, skip_cr: bool = None, skip_gaia: bool = None, keep_all_astro: bool = None, + relative_calibration: bool = None, **kwargs) -> None: """Run the full reduction pipeline: sort files, calibrate, process, stack, photometry, zeropoint. @@ -89,7 +90,7 @@ def main_pipeline(instrument: str, stack = image_procs.image_proc(file_table[file_table['TargType']==tar], tel, paths, skip_skysub=skip_skysub, fieldcenter=fieldcenter, out_size=out_size, cosmic_ray=not skip_cr, skip_gaia=skip_gaia, keep_all_astro=keep_all_astro, - log=log) + relative_calibration=relative_calibration or False, log=log) # Photometry step ################# diff --git a/potpyri/utils/options.py b/potpyri/utils/options.py index abcecd09..b90a59c2 100755 --- a/potpyri/utils/options.py +++ b/potpyri/utils/options.py @@ -98,6 +98,11 @@ def init_options(): default=False, action='store_true', help='Tell the pipeline to keep all images regardless of astrometric dispersion.') + params.add_argument('--relative-calibration', + default=False, + action='store_true', + help='Before stacking, calibrate frames to each other using SExtractor catalogs ' + 'and RA/Dec cross-matching; use relative source fluxes to set combine scales.') return(params) diff --git a/tests/test_image_procs.py b/tests/test_image_procs.py index ffbe1633..c04f313a 100644 --- a/tests/test_image_procs.py +++ b/tests/test_image_procs.py @@ -1,11 +1,13 @@ -"""Tests for image_procs: remove_pv_distortion, get_fieldcenter, generate_wcs, detrend_stack, add_stack_mask.""" +"""Tests for image_procs: remove_pv_distortion, get_fieldcenter, generate_wcs, detrend_stack, add_stack_mask, compute_relative_scales.""" from potpyri.primitives import image_procs from potpyri.instruments import instrument_getter import numpy as np import os +from unittest.mock import patch from astropy.io import fits +from astropy.table import Table from astropy.wcs import WCS from ccdproc import CCDData from astropy import units as u @@ -122,3 +124,167 @@ def test_create_error(tmp_path): assert err_hdu.header.get("BUNIT") == "ELECTRONS" assert np.all(err_hdu.data > 0) assert np.all(np.isfinite(err_hdu.data)) + + +def _make_catalog(n, ra=30.0, dec=-30.0, flux=100.0, fluxerr=5.0, dra=0.001, ddec=0.001): + """Build a minimal SExtractor-like table with ALPHA_J2000, DELTA_J2000, FLUX_AUTO, FLUXERR_AUTO.""" + rng = np.random.default_rng(42) + ra_arr = ra + (rng.random(n) - 0.5) * dra + dec_arr = dec + (rng.random(n) - 0.5) * ddec + flux_arr = np.full(n, flux, dtype=float) + (rng.random(n) - 0.5) * 0.1 * flux + err_arr = np.full(n, fluxerr, dtype=float) + t = Table() + t['ALPHA_J2000'] = ra_arr + t['DELTA_J2000'] = dec_arr + t['FLUX_AUTO'] = np.maximum(flux_arr, 1.0) + t['FLUXERR_AUTO'] = err_arr + return t + + +def test_compute_relative_scales_returns_none_for_single_image(): + """compute_relative_scales returns None when fewer than 2 images.""" + paths = {} + data_images = ['/fake/path0.fits'] + exptimes = [60.0] + out = image_procs.compute_relative_scales(data_images, paths, exptimes) + assert out is None + + +def test_compute_relative_scales_returns_none_for_exptimes_length_mismatch(): + """compute_relative_scales returns None when exptimes length != number of images.""" + paths = {} + data_images = ['/fake/a.fits', '/fake/b.fits'] + exptimes = [60.0, 30.0, 90.0] + with patch.object(image_procs.photometry, 'run_sextractor') as m_sextractor: + m_sextractor.return_value = _make_catalog(10) + out = image_procs.compute_relative_scales(data_images, paths, exptimes) + assert out is None + + +def test_compute_relative_scales_returns_none_when_sextractor_fails(): + """compute_relative_scales returns None when run_sextractor returns None for one image.""" + paths = {} + data_images = ['/fake/a.fits', '/fake/b.fits'] + exptimes = [60.0, 60.0] + + def side_effect(path, log=None, sextractor_path=None): + if 'a.fits' in path: + return _make_catalog(10) + return None + + with patch.object(image_procs.photometry, 'run_sextractor', side_effect=side_effect): + out = image_procs.compute_relative_scales(data_images, paths, exptimes) + assert out is None + + +def test_compute_relative_scales_returns_none_when_catalog_too_small(): + """compute_relative_scales returns None when a catalog has fewer than min_sources.""" + paths = {} + data_images = ['/fake/a.fits', '/fake/b.fits'] + exptimes = [60.0, 60.0] + small = _make_catalog(2) + big = _make_catalog(10) + + def side_effect(path, log=None, sextractor_path=None): + return small if 'a.fits' in path else big + + with patch.object(image_procs.photometry, 'run_sextractor', side_effect=side_effect): + out = image_procs.compute_relative_scales(data_images, paths, exptimes, min_sources=5) + assert out is None + + +def test_compute_relative_scales_two_frames_flux_ratio(): + """compute_relative_scales returns [1, scale] when frame 1 has half the flux of reference.""" + paths = {} + data_images = ['/fake/ref.fits', '/fake/f1.fits'] + exptimes = [60.0, 60.0] + # Same positions so they match; ref flux 100, frame1 flux 50 -> ratio 2.0 + ref_cat = _make_catalog(10, flux=100.0, fluxerr=5.0) + f1_cat = _make_catalog(10, flux=50.0, fluxerr=2.5) + # Use identical RA/Dec so match_to_catalog_sky finds pairs (same seed and pattern) + f1_cat['ALPHA_J2000'] = ref_cat['ALPHA_J2000'].copy() + f1_cat['DELTA_J2000'] = ref_cat['DELTA_J2000'].copy() + + def side_effect(path, log=None, sextractor_path=None): + return ref_cat if 'ref.fits' in path else f1_cat + + with patch.object(image_procs.photometry, 'run_sextractor', side_effect=side_effect): + out = image_procs.compute_relative_scales(data_images, paths, exptimes, min_sources=5) + assert out is not None + assert len(out) == 2 + assert out[0] == 1.0 + np.testing.assert_allclose(out[1], 2.0, rtol=0.15) + + +def test_compute_relative_scales_frame_fails_gets_exptime_scale(): + """When one frame has too few matches, that frame gets scale = 1.0/exptime.""" + paths = {} + data_images = ['/fake/ref.fits', '/fake/f1.fits', '/fake/f2.fits'] + exptimes = [60.0, 30.0, 90.0] + ref_cat = _make_catalog(10, ra=30.0, dec=-30.0, flux=100.0) + f1_cat = _make_catalog(10, ra=30.0, dec=-30.0, flux=50.0) + f1_cat['ALPHA_J2000'] = ref_cat['ALPHA_J2000'].copy() + f1_cat['DELTA_J2000'] = ref_cat['DELTA_J2000'].copy() + # Frame 2: completely different sky position -> no matches + f2_cat = _make_catalog(10, ra=100.0, dec=50.0, flux=100.0) + + def side_effect(path, log=None, sextractor_path=None): + if 'ref.fits' in path: + return ref_cat + if 'f1.fits' in path: + return f1_cat + return f2_cat + + with patch.object(image_procs.photometry, 'run_sextractor', side_effect=side_effect): + out = image_procs.compute_relative_scales(data_images, paths, exptimes, min_sources=5, match_radius_arcsec=2.0) + assert out is not None + assert len(out) == 3 + # Ref (most sources) is frame 0; scale[0]=1 + assert out[0] == 1.0 + # Frame 1 matches ref -> computed ratio ~2.0 + np.testing.assert_allclose(out[1], 2.0, rtol=0.2) + # Frame 2 has no matches within 2" -> 1/exptime = 1/90 + np.testing.assert_allclose(out[2], 1.0 / 90.0, rtol=1e-5) + + +def test_compute_relative_scales_uses_fluxerr_weighting(): + """compute_relative_scales uses FLUXERR_AUTO when present (weighted mean).""" + paths = {} + data_images = ['/fake/ref.fits', '/fake/f1.fits'] + exptimes = [60.0, 60.0] + ref_cat = _make_catalog(10, flux=100.0, fluxerr=2.0) + f1_cat = _make_catalog(10, flux=50.0, fluxerr=1.0) + f1_cat['ALPHA_J2000'] = ref_cat['ALPHA_J2000'].copy() + f1_cat['DELTA_J2000'] = ref_cat['DELTA_J2000'].copy() + + def side_effect(path, log=None, sextractor_path=None): + return ref_cat if 'ref.fits' in path else f1_cat + + with patch.object(image_procs.photometry, 'run_sextractor', side_effect=side_effect): + out = image_procs.compute_relative_scales(data_images, paths, exptimes, min_sources=5) + assert out is not None + assert out[0] == 1.0 + # Weighted mean of ratio ~2.0 (with small errors) should be close to 2 + np.testing.assert_allclose(out[1], 2.0, rtol=0.15) + + +def test_compute_relative_scales_without_fluxerr_uses_median(): + """When FLUXERR_AUTO is missing, compute_relative_scales uses median of ratios.""" + paths = {} + data_images = ['/fake/ref.fits', '/fake/f1.fits'] + exptimes = [60.0, 60.0] + ref_cat = _make_catalog(10, flux=100.0, fluxerr=5.0) + ref_cat.remove_column('FLUXERR_AUTO') + f1_cat = _make_catalog(10, flux=50.0, fluxerr=2.5) + f1_cat.remove_column('FLUXERR_AUTO') + f1_cat['ALPHA_J2000'] = ref_cat['ALPHA_J2000'].copy() + f1_cat['DELTA_J2000'] = ref_cat['DELTA_J2000'].copy() + + def side_effect(path, log=None, sextractor_path=None): + return ref_cat if 'ref.fits' in path else f1_cat + + with patch.object(image_procs.photometry, 'run_sextractor', side_effect=side_effect): + out = image_procs.compute_relative_scales(data_images, paths, exptimes, min_sources=5) + assert out is not None + assert out[0] == 1.0 + np.testing.assert_allclose(out[1], 2.0, rtol=0.2) diff --git a/tests/test_instruments.py b/tests/test_instruments.py index 9746dac6..b67c1607 100644 --- a/tests/test_instruments.py +++ b/tests/test_instruments.py @@ -334,8 +334,6 @@ def test_format_datasec_binning_one(): def test_create_sky_masks_bright_sources(tmp_path): """create_sky uses iterative sigma clipping and masks bright sources so sky estimate is robust.""" - from astropy.stats import sigma_clipped_stats - tel = GMOS() cal_dir = tmp_path / "cal" cal_dir.mkdir()

    Ln6%=v@Lq9Jr#Pds7CkOhQvf#(Tu=4M@bp?Rm{BOK^b70%eV!iGh{Ex&8t3JCU zc@um}QyU(aC}b=V%kL?Jq=z~>#6K@yjv2|1hIFd_>;|XC0AXu88sp zMY$EXp0D!uv8%&Hn}?o!Asi7oqO1OO@#Km+;@Xadhf`lXDzo*a4d;=DW_##80G z$a87A-QHT=_}x;&x}|Hc)YE$Vg;4Sd|F~0LDW<34^}zVg;HG`Mw6*LY#)$^K93uTGtrT!m_NNm8Z?>cq2vsD+xpgAF52g9OIinQr-Yb;H3r0P zFanTGr=Gz-7Mb9bBfIm39jLFoO&zdW5bcYq0m8oVa$q(l8fZA^+HrGXCK|^48pP$6 zvwHKQN7IKd{x3KANe_P{)#n@QEopw&!Cd^nOHHfcT19Mz@7pdhvG&qf4d~l-;^3y? z`-vvEzrB8bc27Y@2XH#v<8K;+v`dZ0_E#Ke?rz*OHrIPApyP^*rL|T`x-G4vojYYB zC0o}(=k~ANLbJZ1kI!e!`{8*;$tGsyKq~XoY@Y7+;ElY zLfoleA>v{f;G|=?`nKJ3S1Z+L;jIEe7qMr6AP~X0irdv@a{?2|Vu|Q}wsK?Y>qm{# zuM?T@`R(_XEP7$Ss>G6CY`%c6Lc-mozhUNQMyb#MK%*DwL4y8!0&G~oOxH}hm-)#) zywn7)SUArVtzzK|24z;f!!BRhsPr-Kh&V^r1JyCY)NbQS>k7odKUuHMhNEI{Z+Vpf z?5xC@KI;+XxD_;o%9U(ia?Y5T$V&(U0+npXLB&XQPT&k5h3PchtO_(NB;}M-D*QUM z+^q;D9);uB_|+R+MGx?|CGCFM$CE~g(H1!Nu2?{NF1nFzOND0-j)z<-ikKKC;^(yQ z1MAc!ZERwtK+y|lWb37X;C3*vPUJT`)G#;=b+NSCh)z?n_$d_3?w0Fw2R{OR@_A@H zkNFtNj@UykoHO|7Ub?q2&F-HcXSNpl);Kw2R=;lU{S+Df632~kt!SF+cVzCR5G*by zT@iC%Z(3Zod&eT50`+18y&EUm|@ZB+Z+MO(K zKRV@E7Ro#eKx?mI$ziitsab9~I)ar*hok4=vvBVbMbPe0iG~d;ftiHSEQd6*Z4+i8 zW6}IOq@ykR5iaFSYe)Y~Q?nD_Su%(G)UEnZM59O7#Wo=qex^m^iwSg*a(X5KOkwU} z-pQkW$#+$`WwSRg{XxA{2Oy}5t0w3yH&1RBzfpdGv?0!Or8VirUHc<2XOsiyQq4ot z)ABbucgzFgt8-y8!C88qSKz_b1=F2#fpRmZD{0JO?aFTSUcNoH{exmgSaKjK%@&Hn3U> zS1$?iZ~#`$3!i?9o134Sd3A^Tn$1ytCxXp-o?1bHil|kr=aWF)fi3;-o}+IuIZCu2 z7?$-s53aa~4iLvSR>^<3LQ>S7;{|Ad!9}JocAmpZxbv)-94?_3lQv2t0 zVz%r~YXJXx;;+_)g1Re4Q$;!2BE?|Ga6hD$K&K%Hit!oRz4cHmy;f9#*#)HY7Jm(p zKK!+D-rHf0U-inoIn-UXQupxdj~s9FHb}jEC*tbxgGlByWm4pcq8=1}Q!w9yTQw&f zQo(-dt2pE11yIew`4RAkt9z&D!e3fB6|YK}TZy!VAH42x1b|?guL?W_D;2Exr|YDS z0+Np*05~dNus+0pN}XS|&k0z!N;@;`R-Tc#;`W?-3@~qSxeL#tUF+9;%3fqo-70Ik z(?6JE{Nl)Z=+yt`yeOax$>DPxB!(vVG8+fDETMWUS%|!@!JAiv-hh+-2-VSicro zNAsve*HcBmBzG*}nDLABf~MT^TkyMD_PM6*x_(AMi8XVmCHX@pcfbHO*MMRT=RAr* zr7*v4uEk%G!tT_>Oo!GLN!QibaSjVgoZsqmW+ZPWFxvH<649h4!i@I#E=w0x-#c6# zQ=#>%b=()?S4nj@H}C@_k$N2!gz~MjE zG{;1;o`jx){8VAS!2p(|lRuYrJeH>!WlQV&u5JR3r^*YE(f(l&6cq&kI@*w2ZHFeD`f6=H-QT-`vXwNmdN`^imskGk`hW)3&l6%+ry>StiX0GnMM zo$M5t-SB$cbJmkDSSmFQVH0-alpCo`)QRl;$|(5o>c~y>zY{JcQ2ptwH8d zbK?rr32d=%muYTcE3ENT6bdjucF3p6N0VdOWD+$`WvgYWjI&lMxN(czTks%&un!~S zfU^+_gSBPHk7Ul&!Ufok6UYV3sZNTQLvC;Xsbd*#@-s^z>)kNYXc4dh3m-R9i*UzQ zciSO`o#EQ0%Yoji)^nbOHFN+c!4Bij>)g?cpF@DN*R-=2>-Gv?{aD=;y7fFD}1$5 zd@rq?t3$<_+vS(h{&hRj{t7wB+xNU^aDkXC`u2M}tWBxN`9`F#P~=wT zsuC4Ru?L9vdwqp#Xf?=&fHPpd(xdo1x@qpT7?!AXLeDDx&E6_( z7G)*e%A7G72K>cc@?RIzPa5w>+C(S-upZJ9IPe022-)t&s-&0MnToc)t9x@dxrODD zv;JrSWgtWe*D%k`a)-^XMFEv}t#8<3n2Ba8iEwqd{uGxEWROCe2kFnV1LLZ`pXy-- zZAQvtDgV5fa6T5MmWA}%T=UwzdA-q}WUy!=Z1XH#FwjBgAelTuHQ>EmE%lmC^_k$3 z|B?Ko&e~ke`{?wT=*Aysljm9swcv~U0McwrPWWZ2WlKg%x*Z%%?ENIX-!yjZ5bM|Z za-UqGDY4hj$c0(gLjqsg6SlCN8l$Eb7=KFF_$^ncQO)IbXYI>fP?4g01?OuPABrcg z(-%$WoP-SjL4tynxe7u02V#g$Njagqvc;(g7Y*)J-HEPa#DB?>`Nm$@(giFLL?2U! zXe6b^X)q)g&1g6Ob~P<9QE4dUQ#hB(i-&Eu{D+h?OysAr0mDhm%y$NNIFrz^Vo3zN zb|2d<5BKYS@m=!6T)z)d=X#&+{?pJ36AY;<3CFj1%&-%5RS6ZiZaRkTloL2~S^&+7 z4))een(j@{uU#=LHynHIqbsfcbNEcEGlBT(_c|{le{MGTk3+#vZeKNF5#yuClyJPN z=_;Dc5;n^N_)Il?%8-JN&%_UE0E6of%A7pLVCSYO?whZph`pW*S#QEAuvydySDRS{ zqiND>Hb7i?2M9pOk9-t#_nQc1K0h=&6+4{ZIUHT3>b`M0p;bZJH}HGEZ~o^)N4)o7 zxahaorrnQ?GQL@u)#Rh|;p({M*4goPqdC;IGXPdN6`SfdL4^4b%=WDvYx9$VC#Z~7 zQ4MyO)C|rRb951got&LI${6Rmta-ECm-~Z{)qEHCM#XEQL5T(DCMkvE`|6#}hK(s_ zw0@hhmC`*rtRG2+hMrsL#r8c)u7NKPdj?_9Vdf{VJ`j}Z0K_QlFBHp>gw~<({lldZ zQ+0#~ibsI_>w1y5zYV6&m&*;QE4lUyHsYHijFcR5WtFaOT~)!sE`A}^4GZVWO2!Bm zJO?U5Tue%=B_CcMpseC2o*YavDmViJ4{$^ZYPh^@NXcDjWWmzu?ay_(O!hV^2a6y# z&?|A1b6-FL{_C82;BK;y(Ta5=SART7+oa(xMpC|wI~vN-;k0|MFLoV4#}|A8lvBwv zC77OF!qu};azRG%ucdJd!8io3;hsTJ0NWKLF7}XJnkZ@~$%pnYD1y34LOdo+NG}j) zkIL#SUW`gIh(@!?PQ<@xD28lFt_BC&dM0JPQyYe?nSlh4#-+9#^IO-6~EEvVt@vn9{TWQ!7)7rxQoPkpvfo_Na^95GsWTFNZuY{B-@?DF~6%Udee}oF~ zU#`zZFH{&v|MWDmDCYL?`ZQOcux73LsOSPa`5Yi({g)L$w*v<$6lyPCUSK#{AcRCJ z4#!-L7Jw=b1wgaDX&U8jvccAK-t8l}b?OaoLlc1`H55}a89#?@S|Td1@@dwPQhb2p zD}@6IL)*Fr_L`US-cXzpTkWLt<2)jv+dR}T1Nyn-jTJdxpjmoA7zr+bWQjnyj`q#@!J-flNlrMq5F$YL z&~=7lVL0>WaI9o7Y>YAQTiwl$(wl-Tru4@D;2^K2lyi@v=ONQt>o(@J(iiBEI2V3 z%I7k@#NN?>AXpB<6rl72yt!kSZ8-5CZ8-65dkTif+hQRfx)6<1jB?ktv1K{YBo zU$8x?T7j`^?q(}C5!c$M3;u9Jh3vqtZ}GDLJ#`4>2+od@u=?Nq6 zm8dvncdi_|!}a^^YMWFu3~i|*CSKgJ>_psI9QpUgKl(qORRO7`YX$ZW#4?jmK{g~} z8Anssn#LZ;)B#eLIUEr*0WWy1CM}RM7_SD1uH7YuCxWS&G ziUw8&J|GGYIj{$F@Cc?F^%IPTByAzFlun1DsdKilZVN*^BO)3d>?#jh@UdTzu2AGq z6bEJU&e4Yq5i~+Hzd;Eyo!la{@;xOfd&Bx-742j`-JcGcYjTytMDgq`8F*FQ-pb4V zg(|{^Vo^$fz>4<{opLUo z6jVw`M8&8G4#A^sJ8!Jj4ELDLin2ArRp#$IzE);&Uoh%vmFG^z!&3B8WO^8k<}<%K zE~(&CQ0hf`L&|^gsQ<&1`kSk@xeA#@@-_4MKn|oH9R^7bl=4mdPEg(3B!@et7>Quf zuYMFDTo`PxjbWOvI8sPXgyWv{+!17W_51p=PRxZO?SFc@TG$;4cMX{yK8F3?hAmVl zG~MsZB}G1#{N9%$sB%hAUHZ&++v}KCGc#ilZ#%feu%wR?zviTguQ`ceBYjGriUMh* z--|TtD*>zDWT4(dVgfD)`6A;%*9!2!0yTcoX&!ivQs#6IsMhW}>Mb%?j)C&Qw~K2I zgJ~|ywZ;HPveg$c{Y4{e(kk@_xv_2u6pt!Z5X?Ce{w$YGj(5AOk!Rjx1+F+P-72@!1 z1lV8qV$=l}u2H`@_~f4b5p>eqy>SVZB=NF6l}aLrq^nB$r1x#K;E-7E1Vvxdn>csR zfMx)pf4B}r90KJARx(YPM*dU$Xp?u#f5XyY!(aY+FpEv%pt%qozl4R=wF|ZG2B6LU2m)m!*zp`P$ zHmE!`XC1Srk`7-leX@-``_Q*90J5j2-rJcwsW$?up@9@a5)rZk0%UCg_mq$X?%xp2 z^@g#dMfyFBje#vjglYeLwSD|qc{ZbRNi-x96Z;xE-HM-_|;y5C0MQo(j=YdYP9zcv!)N5OUb0XmD-QByO84Ikp|DHA#kc2FW>32S|wBX6OSJ*Jl%bI zo$=n%T1{PI2L_NHsEb@>&v)sF9XdA2${%(9on}AIB_TLM7}Wdh3{qitv>Ls3og+X7 zEy`#m_6-44mcxg_C9uh}7>T@>bBZqE>?(*RQOVg)x@k4kvpA}ZgH$hw3_dnIjchEj zNXsEFw=w42s6CsgB~z1WSaW23P2dkPFQnn}t~DOayb~`TmBrN;7!Rh7e!?*m8lHGyN z^>AIo4;nHIC8Emy75hi0!Ezg#vo2-(DnTp+W0oOOF1Dj$phOUyYlWu!G%XJo^Hk-w zZwN12VGA>!jZyI7tuD?_96xu%Li`d&q5-v6LQI%v?g#^XesS?c1$2RM9|WLYf+KLr zmXESf%lQHW!tGo45Y+GVZG3Ncov8xB)-{8vTawaFxzSjtPsyVz#|PBfoD#~5#B8*I zFxGW=Q8y!-L1XH?DGFUn8dWZ%f(AA+3|JB)&a zll_%%sy^SVN|yM1>^-pWUW&#G+2ceQ>Cr}|eu;_;%aV(-!p(*rjr2g7s_ik_33lEb zhif6pAz6FlUiT%el$duq;hAQ^fyDCJ3bAc}(ICSk<-0ba<`&V}G&T|*Y=~YCEpd=K z+)8AoJT`Zj{iP5N|KPloWrsw9(d(_@ArQCSwGJl*!_JaS<`9h}j?4dQ6!Yv+b~<-B z?X8lUOB3S(w9^KpnEZGGqo6~<#cM_du#4vxtSjO*m+Hf4+FCp(A739-Pfk35?*MUO zFt}DkV8na#^AZa7Y>*eSSPDPZ>-%PRdsItuPY4z!d@m9nLrK+z~_?G{29vjXx;e~hNB{*nAlKf&hF zdCFEUkAvh4O(Ut3q(w7*-PipFOmV`DfGn<1;Mli9%pE957Gj_GLeh$`JxGt<=lBd# zVsDD~*!ly=pcqD?lKI~VDQaQgG`ZBiqf00QuD>PmIj2mw`c1uemV0jS>@Eh>APpel zg1)(WKAc%KE-Chysf80y6*^f#S4l3^sAe`h1?F**7>ued6&n&{Zcnl(<3O`OJr>d- zZ7IPBPKcq9=5?U2LlpK)!T#d~x?QeoE_LvjPDTgVz=lF768ZgnDQj#`Orp%fr0CZ~ z9^Rf=wXM3%xUos36yG;Ub590~uK7J20Zv3OH9!__NO~f(CZm)(Oq(tCdV|4Q^iWD; zP51r81PRPYdQhnh3D_eCqi#8k6tp|e*mhLl$xFpH`h_DfE*k;XJwv^0D^tt#CKrP< zM8a9QA>@Di8$MpT!38;^mlXs@Z`<~Ua0lb!{=_Bv4XO`+*nuAk;2$flN%O^J6?m+-zvPiA)aAK; z3gljJxVGuuOJ+WsEZO>aWBTx3tk(Wl@m-zMdTKa+`b)c~hKUXnBj@one z4tt)OG?Fc+G4P1O136MGNISHHjigX7f-j+wzV4gTQP`7|4b436Dhbm&tgogg*Tw%Y z0f|Bm3w$h0>U$pl9^^P2ec8u<5FYEHN&Y$GyPQy-*$mpSDc zi+(96F}mTl=`&9om<8s3)e9SkaK(%0Tn!P&c<|Il)k#Wm#81&_cDMR69Pa9p+9sY| zNTd-Vryy?NR%QXaB{y|c`I`Lb^_-jvsw`ZJiA`kE@Kx?UW4BANm_ZkzH|S{5WXjAG zWFIWSqmRRDL}q5`pui4WIEUnQfL8Z83r+qKT=?Z+c%;NqHxeY^3~xsW?qZiBN)sbX zc2zcS6az!X(M%owqY0&S0|i=mn&f7B%)3-mRo?08bw^<5^YW^Y3t0OFpY-=>Yh(yM z2pF1LeMD1aTM5d_Ig!hVH>cS8I9E8J)>0zLpTlSLsO&n!1b?>{zMZzez_apUp3+JL z%DdQgU*FQ@b~oLuRwwJfGG6L-((#Lh52=CEe1YAVo#mOEZZN=FJD`RMl|qWB`yzsu z7+z~GHp>c<3O&yqDt&627AiG*Yn`hV{GRWY+bRbZ=Tt4SJXbo#4fH;D0-90a7K}mz z*du6yKG$7c0#hWy=yVX?>DOCp4duHt%kA5|MmMn5=rG%$RrEC@rq?QZhL6aj`yTg% z|74^-HVW?v0jdZ)!r)&8x^}L&R+_d45L<_ALe6UDDiyT5R6Ac3rF1${&bth{ezeXO zh$&z76t{{yA_}6Bx2Y5m>Q|1T7_##@Hs!3esd|(QAy(o{wZ*4LGw%j%NM(fn1!I@s zpnw+9`7NfYfPd%^PHUFhlKedF<-oLDn`f=M@M<_ZrGmK87Ny$}a#dRcZrA2BTPI`f0H3=Q3D0RMna;5;oQH;Pjimah%?LbX`_z={L)oyWmgn zhgis3f&+7#{qYAz(bQZcFvscwcWlxa3Ir$Up;-5nYnMn}Hbv{vY4=!Rk+2(?qbzym z+>9zN#zG4R@Fmua_obuC;Db0E^B?PJK_ZCaduB#abZQ)@W0Imh1e3w%Y=nZ!sZwTa zRo_E=dNG3iM}7yNuhGnZ4)!8HPfMgrJ1B@;bp2RasI zG>Qn~1zNi2U12rS#IZ+mk%{;K3c(`qm_l)0{Cvf7=CtbR)`U)A{)_U1uH=Hs{~dW zrfOH}YtOnwI+OwXFQ~2OvM|7u_!Aiy*weK?)ZlWB?Fb_Ns)QFj)9|hysruTs{Ot57 zrZ<(|7=ix(@og!WmfWiHoV3mud3(};(R=K<3ozXJ#imrZ9%S^OF6|P1O1Krf%{iU^ z0nPCY!>zd_cq)dx{Lp+aYlK9{i}Vc8#M1W|a2Ejk^*B3K*IEnEy-+(^(76t}6gjcG z?-Pk~LDUuxA#2aJ*rB&%1#^|cm*3kNKsF{})t3wzkuOC|M5rnfYOvFrpo5J#q3itqgkv}o1YqE)?O21BFD!+_ukKee zEFib@ZbIEih8e#TgkZapefb3%j9bE;_ncx8^6jhJxVLh1x8pO|BAlyhCNv0Bx*M}x z%0&ZVvEBz5%pI$PPXGlNhLgISO#0VM^RNYj6Q=BO@VV4s{v)Ga%otcTUURfx^bd)E zbTnp(ehmrAi>x#h2Ncn@)=KBUNEzhZtlSm{+)i%0UIb23)^N-;eEntv?phRqH*jvy zVO$aFKps+LAef9Lj4WTK-q{g&V33-*l_|TL7Si77Kb3~Og=1L-RGfP^L3dC4D43!v+ zP|5;swkukm5)!%!1U> z)z+blvADKdHyF+{V#i&-hjkowI{n)vBjPN5RJsYjD*ajk5<WQ>1^O!66=4R#U zV#~1IF_fl69n~pTp*gN#6x{=V%7Z~(8x=7ceMvV^koZxO1-VAyFhW=~MC0l9*+;-T z43uCsS%sf1K>*;TD;=h+I=EX_ zYyUQ}SEs6DvG|^^RP%|nwYxL%2hpTiNTfMY#(4|;v{4u`Tu^t`)t9!YTFri8s%J7f zW2AHF6+UB3GQ2*#PMv0UE5+|*Ww2$>-;HTjdt2?uPV5N__Z#Cc=3|f>6*5c1+cwx; zom%W)j1>y(clZXP0*`yKR)%X>J)%^^J_6Bj)?aR_65MQgqZ~m1Eh2^nhyeiy0Xm^7p^)KMt3QN( z2#<^EoPUfkRB*IO3AVY*Z~@|aL6jnr80njdEKNbn(Gjx*)Yo8Xv2;IvbUg^u0w8;M z3zji|y4rSk#IIE_)C12KA=gU?(!N6%hHyuZV2(bH))+w10wGk85LR#v{4MG$0uKS_ z)Li!#-TxMpf~?bJ+$vIgfcNEEUh)r0=^P~6or0}${T?r{F;T>#*vyU&4sBry{^ zP981M;KQm@`Yit_rW|PIBFE3FCB^JlR})btTZ%?{imm5Osi8Nlb?-gRG>BVZ^wM)X zmo32o9FSuQI|foj2skl{Yc(35hLXW{2Y9&OJIWMu_EBP%S|)GW0&o>4u#&^`<@gO*^@W|U}FK`Bll=6ho;AvT!bWwej;r2 zk!$a9htggoetl*r`Hci%`O=LIB<}M+HL+}U!FH0~lD>NBeH`yq>2mSE>QstWrF#u{ z%%_vY|5+X16x5gwZ=8lM6XoXt)MHKpr%_>&~wnLOEZzytl%1E4KJr9H2E)0KmE9yuxq`#J5=yw0$=LhoN7ladv zl$}S7msMYw^lWU&gjPs>fvu^! zeRm3r|-)x)> zEk-rONkDEd+P_C0!LT4z;`6EA=3Wx_L zRVohOREAunn-kND-@nu`Z%TJFrzq$%&d|*Db0#ST@(Mt!qOhhm;O%%2ZA_zsx<(Ub zxI>=PAG-ad9J_rLW=ZKD3Z=Q%m-qnf_tn~V<)~THo|E;um%Oj}*PvYDwB7>7X3*vx zUNiH--t)23&F7q2&1d;OLR}FR+w=`Kxr|q!l^p-okjJ}V+uP{_2XYjPX~`juo56~Q zG@HS=<@~bvTnZ)7PUGp{W0xe9^csrdB2GMW8ww`YUtqQu^754*uGjN4B}Qg+8b@Gg zgraFfzIYD`WTOx@28!sD{54IhnE~a`Q>JEx4##!YFC;)9{YE#YvWg8dQ?>8))#Hng zVM`^5uo@SM>nZRzZuo+2tcm@%U^)>Ixrf0ZZOSt%$!*%%tU~dyEwcgRQXZLkgzgY1 zsw>OP(ml=e>13JR&B7tj@4o-hnNfZRc>5n5`w(({o^O6k;`oC8KCp6DfB5;lH!I&= zm91=Ayb*jaRbchB3kWk{-(kl4-li}!X6_q|Oj-HwL`C=n0Lp&wI@KDkCh*!1qzg&- zsMc~EEMiEyD`{JWBPW5SKTa4lDo4DH_BRtlmcZbT3?mh_CmjA|f)!Bbt6>Q~u~V5W z#+;AdA$}Fg|Fo}9ab1Kf`h*5fl>&A&DL#)trV&T2U_cEarv)LQbVwTsloLhnpY5g# zCOj-hOnJh>JrR-BVyq4a6IHWfEjfCL;rvGeM;Q|x4B#Ma6USDiKKKj0h6w?$2JBCg zFd9T-)*u55A_jFB!vnE?GyCX&b&WD)EHpgjG%g`Y&c~K+7}80MEnyrkP7MYr`=5|< z;V~;3kjIPSta<(WcN=l5j_{4S$blQ}%O*Jp^9?TZ$1)C)09ci7_1(eKCOw=>d}~#H zQ^doF5_k7}s99q?vKkal#jbE)@(GvlI6M1(evlheJ1+{&+{9jy$L2w3fX8;)pea|V zSVbJ87u(oj2W!|aGfx&;Pd^G3va$tB^VTEAt+B~$C8}nA3ul_K-UXUekJP-lrsLQa zac*sh{;wVsRw^_{bc6$OP*g1b(5r2=vrW+X>+2?QQ@tnd1g}%uW97eVhGe}7zFWCT z)~s9x%bb$Y;5J-w-8@BGR+k1EGLlhE|6zIp=LG`I4Zg#JZJW?bce;&~iQx%V&)+es>|*S!d-L%BT8G0b9Al$0i)~_AG4U=MDVqcOxTzF$=8@JXO?~Ty0&S|_z zDMgu%z?PdvL*Dt_KR2ADB`lnmb1bH?K^1m>ih3l_MkZvX?>k*JpER;9(qTy zbgk;HA@npS>D~8u3Fv$S)u@|#W5Jle0|6>1qc1a(h6utX(r*gG_m?{-;XN>UqiMjk?GU!h*gBFe@^=TpnRf%|Lqv&Y8h9=B+`Ap2g8pX5tL zN(`1%3$=%sR=X^Q`O+Ms;(NG|*r@nS?*XT=C4{&tug z96>5QKPf7B5G{!C5Q@Sg3}MiINJoGjL4mx|?p5(IIAisU<{T+kyYz%3r9YcQ{4hjB z0MZ_qiab!xTyoSjz8Y-QxgEIQ{CPZtn&e%(uJC`jevXrC%fz=CiRhSFvOrTYy39}ui zIY>=EgWiJI(E<`lgGnWRiiYA)%}e6$Z=I$V1mZOvri77>QM`cFYDN{PqsM}B%l=T? z{NYoOHP=_4m0MTENkhgs&a-n*@0AFm51QS=LSpD5{D+@=@69*u0+lEw$xN~@G=Y5{ z!qxGIBMUT59zj(X6rEBSpeltxwAFpBwanwCm4{6VNB7ze84Cr`li1~7D-tD;M!X9{Q7k$ ze1IIM(Sua^{wOE7@hd|UbaYrL16SQgYz|qg+=*o2FU25 z#L=rKHjK@F^Fvv%ZMq2=)>dXGvXNxlo_T#et?c-GTn+d1BYJ7pFmk4d2LYOmi9m9< zQ3VY7p$D>V0^y&>!3`M#&|tzBjC#(zXWd_3t#H40*z7rn{>zBjq8~Pn7i1#nY@?#5 z0tpe`YUwCd|g^=g1IS zM#Y^gvI^erzqBUMH+H&j-pa}{0blez!+U5&WMHw z$lhG8fCr)uu>}BCbY<9G!lpqI!S)W}R9u5S_emp!J z=9XPxQGYfOBn@%$K!DKd7MedlcbyLXyyLIH^ZYeaV-5t#>g|G$*N1ku`*8j*9IY}e z)>L9^oF=(dZOi8NPs!C~%d{Tns}H9xezs{mDH5+7`TQNK+WTI;B7F!|@M|AR$X2k1 z^U+>0J^_djr$jsAJ!Wk@4wDHJcRCN&Sx`8S;FTAwfVNB`r)*#QtjpzZ9@xK>YI^Mt zjZIY$-z;dBKR5eg+b&zlKqg{Je;_Gp4nCd-0BNjggo;iG{;t7?!&EBMl8lUI_iV*d zVl`smh~WE*tp?wcf1jvSPGvrJi7@gI{yUlPJ6UCG_4D!QHBV=(52XVFR?xrs@1rS< z_Gw2>xw15Rx6xezCa|Ft=g_yAEmqg-nD)%=Z4f5S%K#OL?I>E2JB(mlgnZ+cUI?Fe zn)6f%geJq7!N``UqQ4z7H=>oCVpu-P25a(vis#aT;4vsFJbay%t=NW2(y5(sva)g4 zJVk8Rjc{;rU(`A3_Dp+;fV-YHuR?4zndy(5#Anun%i+eAuO<0gBl?S(Qi2lr6`O+? zu0f*E`oc-3HktY!08b?Q*$T*lA?pN{lf*2tYUw_3exwd|xYMZr{*P_M7Xs?@b64AH zU$}D@V>fM}p`n3%PI2GQeNb0*@cLc5CF8HO8(;XYo$jT=c{})h(sAX?TfPficxBT1 z5IxPd++FYJ+97hql)x_@TjGn{3l0vPS-GlsLm?6iG0EK?*dS6gH&#LNy9zlYe5&h5 zr-~g$>rf^Lx>kvWD}9m&3{hy@)_|*o0);EpLVy-33k}AL;-5wg=?$y^?EUR_v3Q0q z3bVQO(&Oi6$tx)6KnIE20F7V} zSTR~b5Y5?N<~og7W9;SYn8ZKmE_yx+li1?(g({SsHDK#FevA0F;`94is32(R^5uP= zkjI%cYT5$8!bF0D#4R?QO~Q-9@R~#XgIJG5vCN(NLdo7AFIyVP){B$o7_Z#*`w$fX zs0?r_aj*|HMUAKYSO}}VqMm*Psn3^N3$I@dCW#F%iUc>Rb1=ki`ZekS@T?X^+x+vM z5;yvVPl44!9gQ0~-s_7_rD2v~xo#{vxgI%%X={M9~!=tt_8NCHTNd+zt`XCAMI z>|I(6%@uDuqO9ljq%cl>bxMNSki8j8h{^?dJIrnFrzebDq5Dvv50z0eOq5oO6nZc%FzqsJ zLTc<0pTp~S?DEURA|C^C`-Gk}#d2(`+WM`Gl}VhrCGDfZg|*ul;dHcS!2h6iK` z6WC6e)8y88c^r?YcT+L$@V-SS=4yRq$+2uT9_CPJm0oVAUULxC201Dk;f6Pr`_S;1 zW!$`lM+k$smJ?z&bVWHpi{DF%ODgpF@`uP#8uRw{?)LHRmZ6XLwcxNsiK}D8iZP`` zrFko4({zt4RJm2ZP=5u7vkx#g*=^Zf3huxMN-7K=pSs% zFsT!ci%Uf$4?@hTndUV~H8|B!KJCsm+gh3WH?3ScJy&9HQb6va-Do@2y98{j>9BAm zWs}?Hy#Mna`6IGg>w9qVwiic}YyNh70SA}CH%fL1?Ebdwu%5WOlF&UR`wCriI`~pO z%i7atJbq`ARz>qM2G%c;7RzhE4~12vBv|PufegnS%s3c?(TdFL^=bzrDbk9bq|`n> zP>zazc<3Hk*_q3hJlvB@)%5>pv$<-(BaGiqSu5>cn8&a^FQj?a8Q4}6a31Tr89 zB@z$)+=Z#(o&Akn@+N~}2nyeUc%ON{iR7!D-zv?EtFPPEc zpS~xT3~$lUVoS#r-Em&2_f2&lBg3=Z#Uz%4sZ$st&;^c&1?W@b$H1D9;ua;*nM$(g zI)V1>lo0364t<1}^EuCm(^JVsz{b92cGlm_Sw&a-$&~rhg09zr$XuAbFv?w#nXp(@ zplC5VT9H30;`Mnd36U59Lub``XN8sLT7;{r*Q31$KhpHoBa{9}$Uk1u&NO6Da(@lo zcI0}%W1<)pTphk?7%$`+56`7^rUgg62fo6PUqcvpeswaN_0HqzjI~_ zDr*074M@H?YTdhYd+R6%!M4p0UbS? zf+Uzdx69CBdZt*3_KKs^bmC0o*8MkC%>j^u@Fyw-8d~yHsfcm_vZn2-u}W^Y-Fy8C zqrY4tlp}Z5`~C9W6tBi-6-|h`sX24uy8USe=Y5?ZpB>8p&OsND$=4Ak*FN=<9d3fq zxOXUT5hx@yC|RYHHmj`yR$B27dW*^k*_YCvyW-hut^3n?p<%}k^8x}EtYjI|P3E5x zRVB^loNdhm&41qQa7o~XF#O6vgT0g$xpQP#+_`q^5T()*M$S^hST7~jexw{i+V+Cc zziMa#qVpzJ)7}^H3|ZL~yf2wmdVhNc)QJTvn80Hbl=8n5PQfd$EBT^svnlO{QBbl} zT-MWF9NAp1{|;)nY--C|1rhSSE09{`(i;Abw>M&@WTJ2eP{)N*C=^*2orM~r)T}q1 z*TEGT-b7)TR&91BF{^Vp*uA-c})8+i2)GT*2py)|(t>bf(^YR=gh~hj~ zOdh1HrhvkIx!JgYtZfs_z0h2BaWH{r%fywPduKAZ6j|eAePJ2;&tdddBU03Rs*fd< zr}CjAnrXXFufbhHz6j>xcrlE2hPcq-^I%rRVCp!->qj(Vu(8!P!TXrqMHnpsFd4Wk zUTKcfzU*i&IhM7A{H7870x(*J2cq=ygx5?Z*P)`Hcu6!zY=1O;8*JJfLOI z^Xz;S$8C>`>ZAi?)wiJyG*`V@9@E|ZGql)RTs)n|+37H@cUPQNSqx1a=B&1YJt(@a z**z(;p4B?+<%+IkoiIG#PX^UHP<3v6f@-!AV$h<|UR2e=q?3h!*uO zM&vT02(Zwl1oR?;Un$SP)PH6e2^i1FA!SMK zfzTz$QAlEy`4E>nVb3rx+gr{vr*flo`7oVt4LMAb)j@nLiqt=m4!0{jnIs~ugtws* zE}mJe1%MnS$rMoeUmhu z_n(a)eG)f}W~sGFB4h;?0n#(H40YwMf}@DEVeyWgLK47>eQoAwMAy-KH>|J z1HGGDlGw;)IT+3t=tj~cB$kwr?R5MJvG@O@@NFd%dY&XT;X*e-V$E0nrGivzp)iW- zYpZL=1RxCKC?6^;>Yyus3BYG`jvjsMA(zoHHYx!@W+;J!vpJMh=1N z-*H!HPQAlBK@^1%Sh3%YD;^0Nv z6V(2{g~#UFQb!hK*#|`8!~N%w6wKh~7)L9q$4Q+npjfR&Yt1asze@gZLcj(C?nk>6 z5h2ZgkBzusOE^h-^N6uy_g2w}BLryML=2Bgl4(X*sBsdqf7!LedHux69hju(RCDwZ zaUg<+qZ3E$(1MWWLJ)`+ZxZvPcFNd-Wghh5cq(nQt%GDX3iiR+QBj?eVQ{AOc?wKyugvg-^HIQ!ljKi-L zq2|Up8X9~nBkm#I`wwe+x-Um&MK$>Le}ISfL5%2qUrq61)_9M{Mbum}R?dD^;%wx7 zfgP>2dMm9-?OVNyC40n;Ap-Rg7*_m|Y~v#|cx|4~TQF`BFx7W6q)M5Sy6l-~_R#EW zFU8JuETE$gqSqg=C8p!i8{E?bd+zO%Fp)N^Ev{I$1R`cR!ft+XWQ}N_*A3Y;LN4uC zmKW^kn;UE;>Id#pklc+>0_34iuWD4>V45%^_w}Xn>YGA{=t#;k%o&(%kQxpYI#71o{jqp)le( z0c;mF*TT(q^*6K_px%|Fs?4@xEY7Nk-1^LQuA$H^M1msY1YvZ?|C;OWtFJGgvTLtp z2U#&f!_etWuG6dQ^$d_L;|py}6*o!qKU^+1ZEn*;(Omo7bn~+`kTiq9f<)f+H5&6A z|2gwwYn1pZxe0kNB-+2#B6yKObsB?E>2)ZB3|YJF%yyqDR^)QF={;c1QPrU`7s728 zU_oPN&j*)^*?1VU5Yi|xcw8UD6Xhn|r*_w2$IN$N?0IhBG8vbgq+Vw^iOOz@Wq9dq5EBAa|*^b~7!r#O5F^E3gXTsUQ zQlNjew72T;-FQTH^`+hKVTIm!y6P=mR}6Kc-S8yEFf#KaQPY>j@HA0hkMJi)F#s_l z4NYwp^Q_P_e|ep7?I6@t62d{)zoIAu*cC*a??EdMqDqo4>tt2-U*Idpxa;c|{hN3P zZ9S3ZJc$rcbGlx6>!Mhbn)R-DpG~0bg-7IBUl3o4Y4)F8jOz!a0u_E5R@+Jctz%LI zSC(Df!q3&7@1j|2AjfT$y3SO)Y`>iZ!#4i~onKxQ6x@~$j=0t5b=x%=?h)-fyg$n& zlCzV%!*bos$YMWDq_Gsg`(tVu2>|^TxswF374b~6(0Zu_+fr4OAG97yX^U{G0Tj(WTy@f zDhdXNF4#=oH!32+_Xa>eV|QC0_@@#+znVgPD5Jd<(|1N!e)fxF;3LDP8#gTxJ1T#ZjbKv1_m zq6q3GQ7ju#eJ6w0xxU0Svic7h3m3&5J|!gwMk=u!iFPjQ3u=JATz-Tm3|9hAMhoJRa3Ek*NJ;QMUyuXT&mrTn zvlI=cd_3Z2fyG%s`qM|&L+XB~vBR4k{Z>T)7-#_Tr4)oJeSN-$`x$WJy|-mUOZsM7 zL@p^ECbCLVx7BKApONZ;AOc?-Vc0pmDDPuz)<9XJE{r34dI%JTl=Z~A>WXqA8X~&% zO_o-Ub;@Z^oA0}(a44~F>27j|+AZkAv-gHr4epw+`w!U)uenlC$Lem}-eJBYEGq60 zd4(MS0CpOl2fqF!b&3YjSGg8xCps;5I7M_43D9`u&~F+|1Q-l9>W=pUAS9@6bPND$ zU~l#yCP8Bd#le-t2H=<};idY%-Kl;AC-Pdo-I?U|cYLiLbRhnZVQYu|-}tJvnJqi~ z4ILnpg<=~MNn;02ofwhyMhA5R%)APPmd*AuYT}cT0w$byo@kC1QCG`;1k-=i;jLOv#}pVzsF_JIKmkJIGPU8FzkCcsCFH>ZO+jtpkcu0XDe zfD0bvR4C~*NY``kFhCVYrv)dQklK*9zj#(!v(vQw9`nTL-P#@R;n>~iqfr{wWFKeq z-tcGbE+>3Oayy=}mA^8mhPfHpM zZ4Goux&8#T;r2MP`+S88jP$IbsuG8iW-HIzh3-!QCE;W-L;1xu=^qYTiIQG%3*V+{fr;HO2MltBZf6aL^gTen{zZ|WVvlS&NFa*|utx*SAR)d5%i?!|W*!-(&S@DY_O`o0lF{ zeT$Lyy1nfrUTgcVyQN*YGTM!%BArdUc4`@#a){xWmpku*p7DT-W zFOBt!@iFntGLIA|Z78H1tbNn0h_aR^{ zUm9jW5XBjWkN#_sdk0X-6}#MS6w|bwYS)tVK`P$Yso13Cn6j|+s<`By0ksYOn}kdB z+$@}fICaiA$d9yyc|vZprv+Yx&nT)!^>&Rdlm7Ds=rOt;eh|ofNLC5LsRjge8uQKI zNL2&JAV5_AZZ1Jn*r-tm8Nav-Hlh;fK#}7gP`Ex71ss!Rw<=BWzA=jg|0tp7EXSu} zI`6Sa)-``Mk7U8SnNc?68~wexr{E#Sb-K<=My_IOoELdUi)U>{$P$A?ZKA-4P`G(= zLr`FJDA#^mq0W7H^l1`z5@u}a0OLQCR0`R3J)cK(zQ1TNA=pxZO4N$D-3&e$KQIY` z8oPfF-(2a)xn8CC?j$IK#uO$2O)asI&}HD5|o__yntsgU^_HD`#JRhNlu|*z<^ly(5ka;|t zFe|`k?5Qd$#o=4MG1mIQ;)QJ89+WsfYupO$Py)wIwR3CTc^Bjq zy5nC2Q&t>*6GaE$w~{LVTdnVu0}3b*bL|&&rqde;CY=JoR@&T==nqD#9z{t)%Ys3p z>sza}rylscFXZB?lK6ZdlJSKd*MEiIiVI&WeAZ^8>7oFr@%{AB zmN1<7Ow9W&k_j_%$_oL1<>e@ZmT{qypQjRu&vMxKT7Ja5xL)$L=`j~vfP|-5K2CG4 z{pw@Ua8C!5`TLoVw8k58AJ&LD%EiBfiq7h+-e&H&MhS?Gotq-ZV4SLVhS>k)u|;#K3S|++YPk{!i??&Ds`Qm2+8?_go%IrX z%P>C0Fu$=nr8dwCwEjeXHNul`w@?|!t8DUIEiJr49RD$4fRnQb*KEsb)4??t7Qs|k zxu%qhP9n-E5EY2L-}-PJ!Jq)`f`j(uXJ@dR?d5fBWHa@oxe}4G2oK&J?CK~o!VLdI zavTPdpe@;Qz4=?(nKYHnb~s1*tCppkB9o8)2kO#b02G=Tm_zn3o8%(cQUG}*L>MB1 z8I_wVsVv5MQSnbZcrW2QWE}uFslWG8VJ);eCq6@>a&2$Q5zWr(^YGOK?;WkhrZr#b z7nh#QfGtphvi0vG4nd`X`hzlc&td;64v6fv$nMiGR3Habx`arX>r(~+iN{yf1Jhe7hGroe-tPevik_&a$?T@d%c1J_TL3y*? zTz^DI#GBTMEl=Ija^El=BS=3M>b5=-g{)g-?1SiDbMi_|H7=LK(dcrcrr6j8mflF3 zuyIkiD999y^YUS+pdOs4jVQ?E$iCXuwC4Ma-u&fDgnJpab52?}hW*i?(>U#X^H+oZ zKU-(LApMYN)dA;nX1?%Nm0TxXl6h-6Q!!mQbr!#R2f1Ec9{G5L^i;2UF^(n}vcuVg zfPq`oAnqC%o#@xD=TnKlOR)(&NW`~Qpwh|mK!D-cpv7#+1}Sk+DOLCr19S$!$-!D^ z$Ds(pk~$bGZ0ZD|9GLN%9+2X8`{g#^;qad&qV|ZR(S}Lz!Ze%;*?RWGg{&A}gd-vZ zARz|x3X!>S2dI47R9V8|T0Zmig1DC^Gfuj=_qtXtx}WS9)eP5R8dCRHo+% zZAY`sbnh2?RA;8uSbV&{_JmbjhGr>~aJVnsdS%*5h6x=1cP_^&R5VtDhtuUzqLCQ} zhk^OPcw1%l7#M#F!tIFCDS)^ZNzqqto(0v1+Max)Ro|wTBu{wBs2eaP>>q3c)R+CwN zE~3mCcnpY*wjs*uF+--NR)lW%(9`8 zD@sm;rJo?Xd{j@bJaj2K0w&7OY249eatv%jriA&7xA~*wE7NHl0eZIdyh9m74gIm` zU9~Tv4ZNjPl?P>UVQ7InoEGvd7qCimm@W+S^Zf1)0O`zBdSr&v)UOw|>ix?7sK`3C zMPc=N$;Ez~QS;T*Y1Qe1kq}!UF&Dvn6fCrt5OE-r*y{8jy=U}Y_&r(IB-Lhix0OrQ zKhN35PjjrXN|Q9Gjtp3jW)IcmIPqs^*BfwyiAUhu#i-^1Br4(Vz?zK zYxRy*)}3t~-&0a!E&B#NjPo(ltzRlwZOXxc6(I|!D(*RA3t$|aU{?XTCFd%!h#8|K zK;Esf6h&9E)t5yiQ_%T%ssE%vAb+eBH7RDM?~V(jA&Pqe$K-Z z@g1u390PRTYNf~IWQ8ol@}2}|PRu$&9ipU7pdU?4|1>`UU|Uu}az}=cE@ZHfqslB- zF(C}jn_U=`CorBE-l=wj>loL@4o3Iirl>Q`G$H6+b%MNv!d$yV=9+dgAu?e2g)mXV zv`(w;SUW8d)-;)D>mymZmF_AQf_AH!2JXd4Et&t2CBDh9s0(1!h<|R4N$2hp>?4Gm z@-hCFjr{z@{xeg%)PuT7x+q64cO|tfs?HmN65Or!#JYo-y0*}m6Vt!fJn&WxVoWY^ z-)r?*!T`=$bxH5OY#eEQOq;V&S)qnZ%h?v@ad;0xuPEnSDf*JT z`5AInJniDR-mH=FPjB}ozZq^$SjS5nik?~S#Jb#tUC@Pr%suameV;K2t0o@Ybi_?!QulvM7_mWeB;-I z@%Xh|&@%RApm%4+H$Z-wdV0*B=~-^BCnqQfDZ@YVu$RYSc1o@g62gcaCYE{+KRaGA zYG(yYQONYfAFC=I8I&1G6_%Waw6c6!xJiKmkpNVW4mZ3chTX)Jol6DFR7-okuhO)? z7Cke(AjLVL#CS{sPIZLKt1nXEfHSh67#TQ|O?8cZ{~gEWxxHqp`Fwi6pK9}Nefn}l z*W<*cm<@X*bL3iW^9Gs%7JEjSC+M&dv7zaoSrn@q8PN`GhC_PEwehL!;*yyb{F3GM zS#l@vY%x&z`XC)(_WPysM}9z9=m7@g4k=oY55)rZ)e)VKfWx34S?dQ@|6_mIn>bK|^Aip1*$%V)*;Uof&3=K%w4l=rbJNQ;J z7_bH91=E+i^w)OT)Y46N{Z*0m-#^~5+ym!}JqZCR#EwsueA)1}AbtpcL?99nN$^8( zZTfHPg?1UI*>?>%{oHbI(%jKo0M(hNM04@2xYJa=&BuHZ`)xm))iwPH8c1(4!Ev>) zGk)jP1k*)Sd6^9cnpE`17*%N2Z1Z`wbCsbb4@C@~@;YJZ0<9H}ipt!j`WPKP*2-6D zsgu{n6NEW(d#}c7sSbymsxOY=d zdGRi$fm_k7szb;F@)loA9Z?!VNZ#!rcCTba{qTfgbD$9&eD zJ_6=F5ylEAfAV81{owW#!{EMPCE-Z7as*P#KJenCy5N4v#p2kOUOb_z$PnRRcDwb- zRj`H>8JqFv3`?Pf1hIJpOeZbFhz~UL z$g1_Z99JgmI;P01=h;lFIoM;C!R$!`@GXoY z+jEr*{FMCm&4VEA#}Fa7E|6iet=Tu=p{?h+yr%35U-Pj-j|sKUYM1`CIE;+P5OE%J zQ7`3|!Fd;;90CGSapS3{>I}6#Ra_=pTJjvO>=aW$#wjQ!|8_bDK00?=t#wAvHP@E< z;Q-cm#teaRgGn)=wD@3}skfRwhX+V7(Aa?ou2`sAV#ra(2O_8;ki|5blPHPq><%09r|kt0%L*bpO;LqD=7xyHE0Jb z(}wCz>=T^OA7ofS>@+~IDZv3mXeN~sghkpmv^7AXMmuoOf4Wc_i*w8af67^9xvZ;{ za2T>LLA%&>pfpdwK*?tDe2N(5#lq6*j=BCM2>6av9cLt;CdVnsFSKhmXzVoO8%JUK zCz~bcu1ynKfh44Z9o@emp5a?1ySV0VS32%cqU6vf&vF+Ud^40m+u2LSM4X_#;d0!` zv0c!^^(crJ5)|^=FWEF-7z7C=JdSK4EDiJZ=lP|lyPMIo5#RJx&p2o6llsV9eM#B* zF0ilcv^!+RR8vV;nzdUiVcNkXT-T8a4Snu{NDdDDh)FLobnnc%x@imO&km ze%JZQ+%TB&9P~TJry-tKb`KgmVz2h9Et-t4#SfUP)=#|&XP_^v8nI?ynHk<59%}2g zLU&k*_-fRDPTa!2<<{WVf(7!m9CFKSpIRK_Zvcw?#`P|Bx!|FKY}Ir_xq z&T5vm&Foo@EQaBbZ}FWi?ocx0f5RmSo}A!zh0w0=b%k}5uRSsOD!j`NDLb`rm11V1 zYCTm1Qd5Vf2)de6?l#BT507s4vmvY$lS;db zndOVrr{B0I#$NPOF2aL+ppEZCtM36z_ih}zzz?^(<(SqR^mG@_!)e|JX&7umuOCo? zjgB)aM{#PbnXooxQZtYe4LJi~`jFdJ&uLCLc~g|#jk>eg*YX`jCaasgJT!CI+i(g&rc8>>Aqm=FKVHMLVx-||vXWe&B7kYW ztyv`q29g=ccm$8}dP=j8Bi-3QVoNB;;EKdbNql%f;t)cf-v-3=I&!qqDv;`V<$)xiCbaKo(rI2ac(HoWJLNtw zLj=cPaC}G-C%diP$#_kfv`wai9CGarTM8TD(ww)8TE2~^bXW78GGC*GbeRkxXX&h= zEXk1H#I{^qNBj(vE_n86oZ@cTG=Pv6)v(-rsqF`$LsdS@l$^;V|=4`oVbN7E775Q2cGeSZHtV2ZjO#aJEO}7^Nsk;_QCFw7pzmGc)Xd(XxU= zBYK0v3CGXZyWgiuqeOsK6RWrVY9x*AhbG6Z#spM_#QU~8=XbLYa0R+#krL5xQ9dOC zW04Xt`+W?g5MBnlS*Pd5lb{HvB^ocZT#~&qIb6`@(%Lm+lwegHMkQr;MDM+`Dsq0n)VW)v^FTJ<((HQa9 zs@_dXGfAt;_VeR=X=l~=zaE#5gpEX>GxX<(A+^J$+zKy?!wsUHuidSYR36-5;0sV7 zN@o8kx@?^uYOSx#l?046dc+XySh!H%;niF=$`L^J@xMuC__KTE^l^Ytkr6Vfw7|FE zqY5Gt1VMXwG9)PO@r4@!jeTHRrJsjQs`9sBbOstZhlWlOmIej>@NoqMqtTQ}@#3kw zwlo^w?3K;V@h_?@j1I;5&TGI;zkB@J=xfQx|2Irh;oICkEm3Wcr_=e`0gdW!#@}nX z=?b}+l)UWeT&C_V&u11Rtqo~~X2>-c3eRGkXG0JVT1}xkYINMJ87U;TWp&eD1iie~ z^BRtJQ_@fc=yK**qy&+>D@sR9TnfZoSbbAdV5`-fpUbZvO8LIV4!jS7)rrWK=edjs zO=bn4vIYl~GJFhYV5+RbFAF&kBF_hfvR0#n>wnw#fSdQSdhKmPUh==XM4Ufx{Q#ya zSuC!qr7v7MN-5rR$q91Hyc#>owwOcQuW=0o7#_>9a1_^lOB@m_c&PI|YL>bvWswYq z^gz-GT-^ zqO$?g0Zfv?QBxD{c5aM}0{sUzOQo%sKm0&c5SXEhs!=$bVOtasRT?lSae?;{7fO@(a_+wh7 zETn2eRLPu0FB!7jl6l#_QuEsP#ujK3v|lcb@j=5|=Se800JQr1fhg@?apf3Ox6WLJ z>r!r@_p<)f{_NKr2Qf@e#^o5t?J%b=6WS}PN~)U7ZRW43E87-Yr{@wm8;jK~{x|)L ziox*;&3b0XRq^_R9h{e?WANlHxtyKb&z#z4KiV3ul|L_|reX8R!w21R8~0)5$HFj1 zzp{zwU>cZ%{v!H0M8`C|<#_Ty==C@!M$Gbs?`S47VNKypzGQ=EAB?IVNK z4WJ?TwuyXGIuAB-c-D;x8Y%3PT4RbSk91wQ}qbJ*!s8TaJvj} zyPvyv&&o#H&}FqCHN?CTW?UdG80GfD23M7dKpef`hq22W-_(C9)hn}#Hl-E4sJs?^ z(Q0+DNc5bN*pn0(#_@CT_9y^)NOpX27K~QOW|A1ed*bvEs_aC8)=hLzQQ5Zt-b|>< zOszAX)SrwT9mMi;P#34cBnf#UFCMptePGKbQY4PNIH|7O&oUigVH!qz{`#Va zM2q34;^AFsZj=JOLF2&5Z_u9TK0g^BSg|Yt@sdfc4X`#@K{-}x**27h`(>MMK_atC*QE|w ze~D>G5NL+6Hqxr2drIwQW?MsLvv}{;#;wp-OH1J7^ob-fctdzC7*xXtJ;MiJz`5fH zw#}OlV{IT+_7oU{_JvgXa36?xLGXe6oyrDn%PI54kZdlIzqd;kEwVYCBgjA(`S}y` z$fQ6WC3If>*arPY3_FSJD@F@_J9!i5hB4u{7MTw`)uEHi=uFG(z4 z%C~NAymox{eBysPu^fJ ze=pdiRb8a%7|%@UOgtOh7mysS#T=u>Vcdr;46*wOgnR>lT=t1IgAKzpjH~wE6X5=A zh5R9885+3_-N=aB)!n#|89@h}@t)1q~5C-G-M{~%UD-AHeIGP>> zg5vpvfl}@3i;to2?H3YCa+jONLDi#!k0f8mr+y2L_=`&LXGe{Lnr*4M$m!Z*R293@ z?V0Ka!I!pEPW8W33{yu5_OB?3?@Q@s+{EV=;G#69K14XcTWQNB z&n`}OsG99fv{^?^x3n|XX(<){71UPyERj5%SJrwUR&r{DHMdz0T(yR{cVHRYD{ss$ z!mkqZaowynH!|GAv=FgIlVABdkJ;4-%M0fHpDj&lc<<1Go?OwDdvWD^rJ_@z*bL5> z;SQSP^He#HZl!OO?mPug-mOsUwSc!U5vTCy!-~F^YqtBpPrG(lHIch0VnYSB8CrY> z4;10CFn8qhLf;p*9x6T!o7(B?%FY+vEzkXsa2c@7Q$L{&t9QI_fwUr35Dp;VjNNj! z5kNfCDXQo-hU0XZ8R#|k!4;98o7|sTcyYg=o-ji7@MZMkxZlf98Nb?eO7@4#bB&F= zJRa$0>+wHeviah_=NYim9&f}9?$w0S(q8DSm@ICy*>G|-T24Bt8ag(bDcxhMJ|Z8r z|71!rArQ+Um4Z7Nl@UL&sH@c5_oM&XZnnQpTc&6`UhP|YPX1DY*Tl9dP%-1BBnqa$ zH_%c^eJG<)`vBPnOvlNK7&AFk$Dz;M!3Qo%aUV*hT9Yi4hK!_}dW&s~!@CTSg!7 zP!$sTn_$ky?S;dP;uWyi6zW+{eqBK`dQ`WlJz&UhC7U?MPV_6H@SXbNNX~bI(fyCgg!N%p*ioTD z;HC-<+3OXJe*otY8TqnR7@SHVJm3{jsDddOvC~aieD?DS5I>Xo;ku;|?XS1(?4pSh z^Mw>@ovyLKAC=XrllIoSH8NwSYU>7tiri3LPb#=n!k?WldST=%gpvtpO)EezGv+lc z$V;n(dJr*EJPwu~%PNzFnGt#KN91sN%DFq0H)L%yeRiE4CeTMVu#bZuT28x5*fffe zB1{#;-x-@T>sWr0`cUO;&cI1B3gi714~5v|^wY*oF9S~ZAXLYfM5=Iv2F!r+>K7H9 z9VFn;aqfgE3L#Bry>OFcGFhj{K%s}-3tj#3d^i8im=n%vH-doGW=Vlg*nqFIO%i11 zAR^4EV}_XlNZ#){lrF*7gvmqHJIqTE_kWu}!+kaXo>tH1mSGv1H#1U_>u&#^D2G-X zLS|Y7A4(^_)R7`*yCcw;5lTWjU_^A@T5>KUBfsk7xoAm8GCOD7Lei{~uf5 z)RYN+pIVh+qP}nwry05ify|lXL_bDX8I58%XhD5aXj$QI3@3kttN#l6i4*{PGla;;5-&R^f_UbsN4NqwH z?JjdHE|*gq`=9R)lj>3A z&Ys)5czB+q#Lzq-(0|=t&m|RWB>MG@YL6Y9Ec&v%JNUHW8xWe>Am4b85R!pV6U8HF z1LYf#3q#fTl_gSFMmbf-qVT#`5>#!#*&K;+4rZ0(>?Qe!wWgPo)fMXNNZe3dkQVfk zd{L28Bh^FW0pK)w@<&pIWh7Y)zx<(uRe@U+q@iigLZQ7;m62&Oeimq3a`_PL@ckLK zn^66%1mieC2^^T&{xJJiXsaxH8YGvK$$QnE^EtS%5*rUxYW-^TuTvBo(vNyio(fi) zbU-H$dHYj}HpG^_Lb{>jrBH3XlPKoJmq0p4VT;~E>-2PZxVMa0x7DPKR+CR3vBtcj zIEc%NU|jHNtu+xgl6KsU#la#ntszWFm_XmG4uF(D3J1+)o(IZVc=QJb-Dt5ctBEj4 zQ-M01h#6;hz9ma=rI~}RT4W20E6dwt&ju!;Fk(jFY*LL7g(M#n94b^?97VMxH9&Hz-OO-6F=p#A6W;$!^_>MjPpJPCDdAz@3!ox0g>i z1oFN>+5ZtHQ83C(cfw+|K+4N*a2p*#@HmLXN&Brmi;`|acmNMFBP0#SU4CLkj7K9q z2^6mjb_$*NNh-sIEkQyEtr%Xhw*h_n`SbBtAnAVY#d#|K^8Im5_!*@lPu)Sz@^Mp% zh_``A4&s$Y=UvtNKM?M{D%aanH?smVCu#%fK}|sTPV*5v4azi`pnmMk1T+$?3(2#@ zMU}{@#1AUD2n)Ef{nXJTwmY>R0Zwg=c4z!1BY%vpJ-Xh(0_s>eawR!NMk0@^@Eu!ut>UKz<8Bd43Y#ZE^Vh~w|hf|nH$7J6Kat46tXwjq?HbgyZ(t|(iW30 zPh#Zj0W=ew1Bn<2iTN=iTmkzh+9Hy3t|MclK)wTdV)xX%j-I})mp3|B)DE7$lf;XW z;CbfYSk2}-<1iJNFZHT7^ACEweg@7_xxUo|BwMM24QROl%Q#gZDtz6m?r9o*2fV?b zVDImeXVVsMjvOb}?hqF>kJKFKZDK)*$D7V0or%UqJiqv|H|B zR4pz_!)t!}cjmw6R&|=#;})AmJLBdvQxsd^DKPW}FuQ8|Kdz`N_E4ucv^s|Y6}Y*v zHgM)pCPQHW|3M`*G&UG)Fy?lu0D)tueQuYJl!SflA+Gk3BSa3Vi#D6anOoRz@)AN# zYJV00*htH<nXJQ5{hKxYSR#`GLS=%&0aD3oU;@R*W&X)vk)3GJNZIZyOPHY&D>jZ56MX0` z(+azKNyl$r=zAPQ)?ZPeJ%&)_l5VC}UKr6Oq>I^mAT~;Ed9l2}#+is!_7tJviwmLzd`&(3I(>WPnXN7;uh@Qc!OfdpXe7z~>Y6ub^*|}!oPFO0 z=JjR_=A&$)+|GPRo8dw*wycD7t1|zl%m@a{Q>cYALavdD=2Bttgb+Go8!n@3FPOVS zOk_YffKhId7~)`sWz3xj)sRH!UKH~!^VChWqutWsqU{y3hM@Ut&GkqYG^Zij1*)1b zgwrL*@h6Q+^D0%?6svlVk^$G=9F<3W$hgJMi4=smq&lX84?;c3k`(jDq|uT1)*1ch zzeOZH9dLk(yYC2*hCYna;0TRHeyJulC=EU9RyW&Q_qgyJciy)0Z~w`F^tUPg(|hY` z!pJQ!8MsAkMC84+#cA2$HJ~yyL(#ajl;g3;Je@!-|Eg^GJnq>SRby*DL&S*#la=b@ zu=#dpJ!|T>@9!5c{z=@>dMFWz!n0ANGzcx22=YK|?3}k`xUhv&nKb$sZF*&l;fB*yl*EA` z$gDgzUI(8J(vH*%ke<%R6AHKi6mlDApqvq1p1>Rd&Z&T}LkJ693%kB#rEZMVyH3^&it2_QG;d?gKEfad~!{C2J zAsjc=F$KRkX8G$NJ5R&p85xpRXSgE!pFFuIp?sZl?h|)ZG$^4nM0bC7t;`#>;k}&B zZfs|MF^-sYI({|!8gSH%VZe>c6k-dw{3QpUzKsNvRIMezP>%?Kb6=1&CNk%nSar+$ zCMd)4v)FpNqQ{9CZs#1V;f#_MlV}X)Gv=M(g=GoxhH>~+nxR4t1r>9%Q{hFS@=?JH zMlT@G^jDdOR~ftsFy45vDDPifW$4+9003kgsYp!y;K$>QV=8* z%b&7}xYrE?1?xEx19eLYpu~kc*c}j^I6f;MJ6bzRekdr$IY9*ms#!cn{lKldi0y z9Ljm^qh^$HptU;Uys>A8o(kdZjdH2HhhTe>IAmQoP_?SdA*311X9}h$0q6jdVIb^N4KkX{ zXAx=aJtp??PzJM=SQhpeR|sat1p?|j0_!KRNcKQU2~yX4d#B^Fo?CG_IM@*|_?g|) zY~zSa3^K6#Bpueh%AnAWtpT0v_qT$dfZ>n=?e^VrpGhANdQT9QVJ59XueYICYePp3 zoi1nI<=e3K>5Af1oCW3p5{CTpcjc$lFKg@%)$F&Kj3E)^DcF zu;pad`=_M)y&h(pXrgWzH6z&yP-@1#&2I3)ZZQ`HI6_=Pmf#@^Hh~;55go!Hj$upA z2^6{mw>iQ1JIFY!<$Yv_io%n4>C9)2qtcd~4fc*o3n-fI2m{vQ-*SK7O`b$=6}(l` zi2J^7pYxnGHbcHjR_lIz&N87+WP$%>O-V*-mj$E8|EFDq=B08vxCnHw*n@E4n5fT| zco$o%f+iHMuV7Iuv9c*Xja9%VO`t#FsW8_ANijho#mv{?c$cEoem-6q4*b}}t;pB= zt%1QnvH@5=odjoz<%Inu$`(j4;9tu-h)-e+HrhH%?XdNI^&EDg?YhOR(fIktaW7bf zbF9!}x@4D7M29>b6nRlpbO46TSPZct#EN)SsilZnq#Jc5yVi%(tIhf+qSdaXg9L>_ z6d5hKgIcVFwv-&sXR0YJDk$fq7R=NNj_#SFmgeGD_0a^I_f`Gf1R912MG`Xeu)-Sl z1vI_%q;Vs3L@e;9dm? z#t1tM6|M-rHGd4lygiFc12R$|01}2U>9pSncUf&}D)D%na!wYF?A(DabW9=A!4O#w z&p|9cipX6_nO|2Ulyg{=(-E2%j|o~%QWXF%^eVA!K?0T!8^P)Z11YhO6lRU3o3@;~ z-S8R<#2f3Q{<7}HyiJ6gL7hmAY&UEK3qL9I37P9$6eR9(*)T@S#m-Za0xevJ&g@Zr zc#t@(D0NE9a6o~e4@zr8MZ3{Ho^=qOasULpil<6OUEmyvEyySw+{C4otUS;8bPy*H zyXCq^&U>vF^~?~cvm0GT6m$myzQ12cQMUpXANL&D+OGv|qi41keEmys{!tU0JRK;& z_@i%wUX7RkTIb5nX5+VROx(M`BIz_*?_{bT}VPun7k+}jPLPfHsGSCy(}}Vf{%N|L=q5N6caTzOr}Y z4r%axcptccl=$~_UaG-x8cP3)m81PwdGFC(1{o(5%&1mYtq}vHj8RSDvJz$i9;3xz zdCSAw@k_qdry21eGh3`EXazhf^YJp)m@Y7y=iXmJGrWdU%rIY(lu&y<<)h*P10NHE z=CNt7E7UsG{PUq!>(_I_I%Z{Hgg-?LXk;D~fK&xdK^;nNT?~aN%s)U~JYkesToYmt zrHTS#2%(AF^aiL^>RK!D>2j%69>oX*m}Xgs2#bmD`}Kg_hd5M}&{w2iFd_6z{<%^0 zlgoOi`r~*fO+p1sPpy5D*YfXq?@jgZTsJ$uh+UPokjJ`*$k|L0UMci`2Pf2!R9hO@ zK)ZPfYj zJ!E2<1{9pU?c}TeEnBm;fjoF$hlwbTnsHa8drNs~=^ZfI#wi2{eqboOP&iFX#Va%b zGjBsmS|K>V#JJcp8bZWe%{i4HTbRZkhnTZ3p!K-~69g$>3Tg@z@@mjewV-?WBu7o- zCrSGX^n&DZkJQMT7aYW!dF!O@ARvnbi3N$^b*mu>sm3TeVRzf{mnCJkg8 z3fW;cR^RSg3lC1J1Ues>$6!YCo>0mFofzTB;}zonjJLRl*v{XIYS}zE%kgvgV@Bx8 zcc4StVM;H+%xV(?$8W-}YxG?EF|Py`&lTC}r_MkT@F(@oW*Cqgg?By{V5&bh%&sG? zafV$fPFG_GeY z=jCdxSI8O@C>VPv@M=tLaO#O}A{Z8<72)>w9{s6M5y<;~n?Em5ddbD>> zO-$ivf#E1*n4*B!D^OVa&kc|n7g-Deii!EtjMGcqSJM#DEmE?om%7|F#)bEjmXB5L zCxidQ!|i$4~;tBauJ z)bXeZI1AxtV@i7M1nM%7GKTl{H-O}uITsKXk2)b(Qb;cV7uW#>$IOpNR3~7Rw zZg8js<8qA=C5S}{;Y4jH0k7fj?{(LCAxI&4m{q?Hj4x)m(XwWntF@wu&Hk47P+2}! zDro|gdOQM7R(bQ7KC3edURp~zPL}Cpb}~Ox>kWn)k}Ll}P<_!Ls5awAv{9CJI<);^ zJ9uy$nyM6}C1#S?(yW~Ca(M#@LPrQ0wxfWIE%}%q4A>Yg8|5KK;Dz@G4SxldV+D@F zWwRFD(3Tddk`yuZ=!TRnxAGJoqFXl}|8>@0mwD(a;}2NbG9Q7fqx zd_lVd@|NV=i{C%DCZ+pXZe@SM8d`1jggpz=>@QOQGa_*$CfR=mERYT{Waf8CL?Ype zph85lmBZ65k^0d^$kHv;H>iW@&Jvpnko(n?@LP6+eE+l_x4`hre+0{QC01b+-;}?9 z*q?+QR*t+}cDnwU8aAVTs`z;?c4;wCYsLr19*{~yq($c?;%#J@RKx@k+7&}{eM4t$ z7APSR@w#2KpP5Qm5O!^khA0;0=H_M6RYGYcCV4ucqw#py8Jp?TbXo0RpWFW8bGaRA z^i4c}l@>d~pOh1W)P$xZtWARHLJ9L7Sq#EJ&HpP&)4wkuz+zV>JRJxp5-q~};>Mm07S`TD#gxsYeJ2~ebD-7gsp}+Igi{b3qhh<1v9~ z)@9%=Vn~Hp`0d~Ve{N&EY(nmK{pD=^65G%43H02Uroa?|EFxY(j*i?W1!+uKB7OrY z!uVGYg+gw(^O-W4&_OMx29i4&uTd2};3p>DACc;qdNr)Ie&M);gzU*}Qql*7=-{M& zn%pJ2wdpXl2h+UiO z4`?s4+PtBploVp1vY6Vd$m?igj|_7f<8h9wTJFCH*@r349CWvP*2GX`@>q{U`?rjr zH-!18azpF?I`egr|MQ0QRuF;J_n+ZikC!rfo(@CfmyT;EjTKl!M3cH>Ru`ztK(* z%VUCMJ>Yob9%kzP${LZgprcSnWRkkqa`x^IGQa@vVEcYc+Ucajf12N9)NpB12)rFy2pE7~ZcgEpE;OlO3NT(V-(@VMC3VcqCH zC(3XMF5iI^JPY@hNf)L0VeZ=c(W0S>a0Pk`;6Xm>x{C{&nXRd#TaQZr$Y6 z+~k`xs4kn)QYD*%E7(s)7tqYUbi=KzsWtQs@`Mh|G?j9+_BtGE&_(f91W5TKS_xPd z?vVH%=m6BzaiJ^3x;bf{j%Y4F2H6rg z5z0{*t1K%xTyhQBXaA#)lU$lA+Nk4a{@yx@gK4lAU{DbbdT~H8@%Mdu2oE^++G5z- zK!L5+rt@JI1xJkV`^kgCIq?vC|HLvV56AP8WDS&uXMZ-DtZNNdA_xo`yssWlxYiZs zi_v5F_70V}lP9+oiAE0zVnX;WCn}c6EfH!Zr5>9m@LvUQ-NEpKMluN zVhxsq4N_b4mY6|4iWeXu7iFkr^dj+?d&U*pfY4XN3)&E}#zG42mo6vsUV(=%#4{EG zX!z`wG;`}@u(aTz%aNwvbRQ9Af_ZE{p*oy&Ls}SVO~}hv^1ElvWeOJIzo0tqkqq&u zUHO;EZ>Se7~ zqszpxPu2+CE9bdi4svA%Iir{{p?}SJxXbXnPfp{lKVeQIrbsw3kRm3QUZ2YQUAU8a zwho}@Hf)nWnscn)^We_r@A0ZzkGzNjwx^YZDj^(__Bf05ry!ODcN9!HojZ$gv*(H< z&tJ%bz3NUay;QdeuYb8!Ug*#0m>?xx*PT;8H(S6UF^bI@x%$Am646WwBho#wRHN#n z)8X@R8+Mkt3rZ42-mkmS6d8J4hm%FQs|1!@r!0UuL6> z@HO9o$jCYu%GT^GKS5=0ecvt^e9BKtVi;U#Z_;HR`G5D~RL005;7XO*Xby;|j=|&_ z_&hA%zCV;;B+^%PqPAk>TeTB4Xrl;1kOS^2EjC7w1dVn}QXjZcVh%E znZ?Kv#+;HC!rTjM#;3Fh=_bNDV70N~z5#;hfsE&mt7Sz!o%9!(?4C~N_1!^^N%x1j z+&+`&tU{^RmJhOtbIaJMIDj9*5;E|Rs$UjnKJWK@BaBc+bPU{Pmvj5?FEo zggt9KNk0_?$|S~~!nQ~RFIA-|4pxq(XAo*;yjZhLZpLm(e2AV^h-Es7_==6f{elER zNIQ@L8dbi^e&%9+bRmx1DH2NE21Z7n#o&x-_f2%oZXQ%1X+L#YD=#@~@$zHNQqeN6 zmZ#;m%x_!os-ekdt*`CAU0>t{#fZFvl?D?DEVK&1Ojw+#$f}Z+>D?LpyJn?>$=>J| zYsRC@nAmLDY)K9{63`%erV3TP+Bo`Aw4*`FAkMZ(b|krL zzCV#yOQz%b`nA+l^U~suiGxyD=Pu|^zy=gg`qeVkQUw|&<@GN*>=1_q0Gu_7nB4uqGW_ldQd|W zLmf=UjkUhpQ)~?8I6@f6bzk%X&A9MK4yizt1my9x#S(G&w{9$mHV!0d%&7e=$OXGD z(hmto;U}#qo1GeFH2H)5zAaw}Iedr7o#|D?AuNWo9K;G9F@fSlKxjM4zOV=ybe+^$ ztZfMet7(zn_IFHvv|G;I5lvtJq<)6`%phFI8vmPqB?ZBV_Dhm?gPy7MnrekH{M;2eyfRzEd) z+G7oi2dbB2^G?!W!0lFJqyoqz+DQ-80fCBR`3HIb-tvyX@d0`9GLU3yCzXZPzGh1_ zU_Jl7KZt(@byFqwPVtHsOpYk+944C?Y}GKtpn%|hOT^+z!B6xXFykH2$*ZT!vUan< z=r>y=R0L>@_Az^|SkyU3kb%hu%1*i2B7xB)factl#kD1xfuX@@Rc7mf0T0_WYPq*0 z3+OL(zuu-C1058kK811kWcRRt{8X#h={q>BEqWN8gzdPGSK44R0~cqCuN`m8q9Bce zUp)WPsWWYu3{JhV)9qo@fw{Q)T|?Da2s&a~zZeM6vJ8i+pckR7t+>Ior2 zwO0i+MBNecvXr+io~tZ)G4_c%pOBU?~X6 zRt;eN3x7-&Q48!Vl|ZW8pCeYF3(mQj_AHy(N{zTzw6r)<+>IxzFpC$1SHpEU{w+wT z2PLiETqGN-@XDp7JFW#|NL)mpqUwyMsMcYU9SCPLRMjAc+n-nx3ErT8-rS{)x=))B z4k~L8Yv7`8#0cGL8nMija7Y#EPgD`)^DoQ&;`W?OL*VOkiC)BV@C1ce{ApdzpJB6$ z7U-W0tdf1q=$MvDhC92 zVj*3!y?iZBDQD+|e~4}i>6;=Dq;N`*7~SmdFENpL>E^+Bi_C{n{{^!Pa+V);9f5$_ z2ra47&hv2q=CXCN#;OqK%|iVVT;xL*Q> z?*aC6eeOU?%kkx5eehMjYSDIot58Y;QJgS1(Fm&5zr=KU?cRQLG5ed@#tl)ls0P|) zMPazo0^7Bt!c!{16DpgGczoV)KRig~5(I<)F%3GGQp#aC#(22nVzO?l&2jfVfFH^Z z5M`U1mZSNrE@H)AY$q}td=sM`@q)m}c=#$-js_l*gRW$Pu`IE-e@0yeJ9H@$RpQ9G zh=m47rmek9iNSXtl*SzR^=Q?=_v>J_?@Of8Rxp74n%#(5hU_@rnrh*6p@_@08DX1| zV#?tswq%$1s6=!4a~}_9A==DJtk=X`b#`79B%KA}B^Ntc_QHraqC!+^8qNMDF|t6s zO^#s0xtoF^r_iOI@uI!RqghqsTnK3uO5fdM}eoUhPNDbHu8 z&01@f*6wVBS>t03BTj7Zr{{2RHU=ICCkva1mSFKNjWsfYMP>Q2@j9U$5`#b8fhK!( zOTZwvXQca8@EzEohA_DhNA|OrNasg#%#AiaZcrI3y~U#DhX-7*}|C6>qM*WO|Ypi(Jy z58VwB+63D>`-$DMl_gTh6NLm+Z>OlF%uWJ0LsF1~>QbyVO8+wO|Gj|a~=Y>3FPHQ;`83Myn%p;#qh(glu&lTc z74b$0Ovywc(88$4zNl_F%}pM6dS>NPsF}{5WnDPi8?1mB$ zR?!=Uu<##B#}C9PV%^HGXI&ZQ>5x8rmYzJ^NJzZ>bQn!rWrx&6r8NPk=2r6TGj!at z#SBm18fb8LWh>Kk6F&kYn0O$l8#1kBuX5fr;pHvomh(BSOgtV>!y|zy982yxn&O2X z8moztec}513|%UXVr47KK(8?+$jW*dA1^4D0}Flz?7l7@rwuma^!^}grM+>|H{z}b z1p!7pC(~laFbOVcJA+pf1a2U4irNCb%b+SqbD&she1cE+k@HBmw(hJHRE9lgjOwism{j&%t~z|YGcOJx&f6at8>A6Dq;V^nryP(@;alEf9Gx>FG)dPIheDCO-TSY^HL z=I8c27hbIC&PrFrsOyqoKqkrbl(t9jiQjKwAn`1coDi)Hsjyr-$XQ>xIgD+qvNSFo zebrzMq|g~g1js0o?_<4>8(yP+my(Rg!^J7eQ5yTSmm}Wq*KVk^6gX{~tp^U_OxZ;z z=FxqxZy&9TPAB5Y*ejB~hL=N!#O2+;j@L`h!e!SGfAr0ONTQgYa!p4pH_7aQ)pKl_tG{!m?SgFrX&NPl=`k z5LTnsA;(~9aiR$dJGEGp$KMyK$EoOI)RN!_A~Ku5fvy2Kjd76G3Lxelmn!7S*n3(J zS|qIT(M+*xypw9P<$`t|4IIuhoafO06xv?(ZfvCuo^!s}N43nz>iF{Npx#Bv_1#YI z6@=ky*BcJ}xl#$TnSN#h&{<<39AED(&RZ4KpYP#-fqSwRcQgSNGbWko*ZOg_Z{NM) zwK?~cY<_KD=Xv-gucgq(ub%!WuXHn$viV1hox^r-v|jFPzaoFznOXi6g$|gHj$%2- zhnJ>wz8Xq)dM7KU&?07{v(tCGWAOjTnI7U*3jxmDM+~;oY2^XCU!_M zSB<2Ggkh-T*Wvb9KThcw_?pb%bRm{myW9rkp2ImjE&=Y_m5@2buZ!K$ax!amxj_kH zNatV{-+*ei##WZAakMxV?dCcV+>-w`6gxn>--S8dYQXZf`i`!KSr&r9AK&lDzTAcx zhi-xeC>7`{Z+47HYom8#=Uj+yGxWVNB;*PfRXhMXY|kC|iDd{l6(4@PofuUE7yS zaIQvQRi2bWnODVN0-hWLx49%T79%?GtdAK=D1H!HAkYcjIY}{%U#NPg$s~`+HsQoz6ou7LO2gFqG(pB>%zmE+ ze%?k?uoxE0CbozMb^StaH{~y5iZ=|uQ1&PXQe8^rEXjn65-0F3_7jch_Ecc!-p-KL z`sXE+a`O$-ki=FQeEZe$MU0@;Ves~*O@+k>0aB6N`NOOdZ(~+XQak8WBb2QFM$7l8 zsZ4JeOj>X)~a+_AZssZLGaln7YNkY z4{6b8I#8^{P{Qi49!4g_OHmg(t4AD2bP2#vz4ZFlg)80LZGYB06y4Tb{jP}Z&;|ry zk;Ly)0EBL8I1CWbs9BK6YLK8{LDwuq9Xo*4u~BJ3#BdD@0WDB{onBH8t)pjYy_qTx z7jrV~B?`!zzzSI2_CIO;km~+a6U-csXp)U$YBvAqP-&?65Jd$D`!+J>!(|x3LNQj3 zS@%%XM`F#aZmg9O^sg&|%2>6G7$3LQE?1n7<=;zMT)4NZR`RPH9r#$9#4+T}ht zX4d&A{#{nYr3B;Hle$|8@dLq!1b~tw)9eTMM?2E}xFD+49fk_vJwCUz;ol~UQrd;0 zH#YPlqXOSDgTCo)tC1cJvTP4pyNx`$QO~?ML@pZdZW?{2kVN1RP6x<>(7-tn`*W6I zT1mQ^mU7x^#>F+ar#dMRDRRi2J1gzgC|f(Jd@gVyADJv%ZUP1DCgHh_??RDhOGUW= zTm0I(;w)6aU2v2@#6bnr4tQD^@6WSsI*7#8styf={iL-ZXjE|ms%Xp-`)`D1uu-NK zlH8tcnHI3eRY$Z!q|{~5r@F8(pzx6;ZcWCH5+(T3WsHdYnm%vKX)10CSE}n&jCUQI zaWCFBbUupQm13!I-}Eq(<+EhTqJ^5T{=(DSN$~i35)clVJjG4)v%<)E)!w>OwyjT2 zI9)W1V2Pq8*Wooh{-}<7C|mu)SOR(5**>mxSc$$^)OwqL8BBJZY!%8wD_`rujn}L| zLV(*HJzh=FPY%gBrzY(+rLm5hj%q@MS>NDEJUx5S+XQ-2$&3q{0nr#=y|#?!;GWFX{4Nqh*ZFn z^2c=H2#ryH%}WnkL(X1wmQB$%3BdN~-|{;>%sE70F%7Xgo4!>HS<> zQFNy%9~0%_aCjtJX0!zrSU)AOjV9|+B@^j~-yb&y4aOm5Fe28Cz*CSq{QY4#_C%kE zK3*1|D|aLuaoNp2i?c&K@V0O*a1ByKnToHHKPV;dRYjb5R$(&i7&Ee+bb2|Zv)W>( z=<@uwdVk@#PK-AoqE8fFjdU-AL@V|cg~C$nfghp<2DmUAq?%kF_8yB>{?1%7akePg ze<2}s4>Z;aYo6+lYoO^e&K#?&&QgtwlTMnBPcgRBBUB+BW5Uk1!*}CQA@sSc!S+{| zK?xDfkshs488{p^6r^w*t^l*!+!i29BKk+5|J3ZLBHY+WDDjJ^kzg`(2x-J1`~I^+ ziODQ9f@!o6Z&w`}M5zZy@T;3O zqm??=m;$yyL}c6wf9J=zom<=p55^c|Zw!HgUzY7E94qe-jtG;Jlk)AI-i_OdIp)R< zrN5(h1+5MPceNd+`L5Eb<)HWCozmb7obQYta~PDlmIP9!e?qdrzqh%|WmgMSM>GKs zD9zge;6#$PSexxF58uUEDKM!@9%e9<aqjgupO%L`}O4U9$! zjwkaAESiF7*qvglxc9A}KfYX(nY2Mgm1@s=Q{`5_W0VvT?0nM}m1z?DJl13^9%mBo%GzNUuU z;lF4N{ORV*Aa`n=gJy^kSIYTaKE-F_w72h=iY-f?tU~phbBED!N>X8yTf^12^Y|H+v+3ssGUe1Dru@G_ zz^VV-Ky^=Z6!QA-QkNq>Nys_92zEmY@C!#RdRy!b8YLQ^o)oL7iyZVblvjK?{IV-O z=OQtb@GeEE=|YCbWq?{}^&!~<-70;)^;pi4Tso$yBnTlq9`R@*!+D9Q(qLfsNU+BR zW@Dg*a6>`lj8{ugl(IrnSLQqY`pD5KWBfAbi$MsV<~-*j(kMnIS(Kr9iEPWGnig~N zq9kvQ$}-`u!i*V_-HYq)*%ygF#!=dZ`TPAe+fW-e`N)msa^-{)#37-wipWB!m}1z| z1<0DHcD&sVxaSH%S+cL7o}oaztO1O6dzh8(aSVA) zzNSwkNv-mpzrI-ZsM*c#ztp#s-&br1 zZ$|ZmNSyLU__k#*1WTpCg=5r};r*aSy^!9Nz$h8f)R@Gh=Km(X+SK&hH90S-Ea=_3O~-cxIN!YmvDVu>r2oMolI3 z&zfFnlGvo5(T8F5*m%Fv`^!dxz+t-OZ!DVx%$cG|$1r4taXeTWVs!8tdbg_YWgD)q zn$z>hUGGZR(t$-DZA=(-DyYD32pyb)Z~ zK_?_y4f8rCQH=2XZ=V371C6-IzrK&ZelJo>6nIsQKHE2XPB&XVPInIGx6!lP%F1cv z0|NcgU0`<3MHJaBnUFlRW^Bh0Dt36B!-}f-{F+2bLV~tvcSMxeC#bp2Cd#ZcVVg~I zA1$-~RG@|S!Ute36>=!YL&53`U__Dy$japbS20ItStP3rJ^X){;oERde$^#?zK#)4 zO)Jj1D`LoWgz&z2c35-Ow5R3SSM}Wi?#aqdHS(wiP}Twj#37ulOS5n0}fHmG=<_-I$7T9k^T|mmzx!5Pr8awye0=8k(z|*Hc$0Rhi@5FSC3%xFFi`dX_xtnzb1-#Z zb+iuM?H3){$a}brZf$IHQV|nbDu21w&+DjoN>BA&O2b3=&LE`6V$VLD{}MZyz(j=+ zc;5<<=rYK&uYO1T^Yq*9)D%OtLY5Z)*~CMS;Y22q6m0ssbggrCDL z#@YH?RH@9IdtG+)PhtkMN^tsoSU_rc(X-eAl&UB;^CM|aW$Ym6xWCvT35lU%xNJHR zL;tO};M?_5mo>u5t9C825P+0SJ?rE3hlfT?fNrIx24swbN)s)S0#q4Q2kpU_2l31D z0Rw0bO5lFx3p_Hw>g9zIchRRZ-zR=Bi-*g|NX+n6SYE$O+rd3& z#v)=+q(l!a7*6v_*Hae5Wx!2JSI@|wV|Ufb;fTTmY|4~bDVYU4LR3%nelY=|cXXo6m)iQb{7~O{q$#)5-M&F3pHfEAD z{BOf%l5I@o*W>eo_p)Z3Vvwk;MWDcJE$w@7o{1z=88Jy*VhNl?vZ_0Hhr* zCfaXISCM*8(@PSiMHe}Z*I=~c$DF77aGlAq5@{OViZnIv!vu@#_J61?lB=ynM#Zf#s;Ltzz>Ti=*G!JB7beX8y`hmS=`}qHht#^u!v<=s8)3G{6#kOs$W81cE z+qTn5I_fwb+qP}n+V!n}?|+}H!x}Y4oxOLx&vReboG7mVfFmJ&P1D_-)A&9X`isHI zA8F185(CNEf;*+pS+DHx{NZi(>rkMGeNs6wtS6;#+MfaF?@Wh3mID9(FmMi;|G}7a z+uTnN-Q~R+3Daf~x#KDbQXd1JOFMl^Fps+cp~hB20}-k>*yz)6>s3>*$mH6O)otFN|6=5PP7{CA(R9JC zMm!GEF?{8B%a;*}A`t&{R0Kz#4Iam-GqOlp2HyCSCdNR|&$`5?YMpL1Eb&5#WD6Xh zZdN%AEFhn0ZCD%7Ya#i-=B!lCP&-<|HHsp@r(3{rP!(|+!1B&iO0!mnu%4KPux5zj zo>MXuDbVzxll>z~6QUAVg1|07n%If2Zjds`QA&p%AhimGZowT?5d?{g%Ai5srHpK& zbX2Astp&wGc=?5{bg@5tdXk(A2A8tj3 ziDrKw7;zVuGzfbtQFdQHbm=V~cQbS|-V#@+s4Alq{id1{_|WCPP*o@P9o;1>{8)Lb zYen=^yca{;>VEMH#Sm!UusBC?K2Tqarhw|qjmjL7k+3qr>5}4zg6Y<*h%$@a(I?Q2JHrz_K$lfDM!X zE(EMO=`a{bU|}n%>UszVi1EZ-dpHkg>uG&^4o-V7KjgInaRJ@(P}wd+Q8*;U9gt+8 zoyv?Z7$V@z7*X!!lz!8{6IRIGfxAT17TF0*>IK}tieh3Yt2Lv**S>7<=ea;(5Nh){ zVO$Lm z^yz^Fh>`)W@n?m(z{QZF6rp~BMC4fXdn^dOLuik|kT4j}{zr|)Vr^Avo*KT+v}9!s z8njqxOrj7`XlZ~F%2Wo;u#O?L6TGiU#x?sdNpKCS!m^S!d2rPo_wf_v3Q+73z4JkJEjbquuZ0R)V{@FkYJv)#=<$ z-}7A;ef6TG@1Zk3nPL-*arWnAE>C(=o}L$y6+${uWC;x;_`@spdyT5g(&48#MBCe z#L(0%(3yhFX5=PGg5)C1WX|OG2O%P{pIh3S9D7}Ovxbe+1o?Pa6weLQYu2C3TJJfXPpj`2Ed1ZFN-KraR8$Ill0H7U%UeQ2&m;nlF=mXjfQ}Uk5)Bc%>YEt?&Nr zenikEe4UzI_tZrlw6_R<=oa{zr8h2mmUn6V5JKPtVbjfwKhjGM(Q{87!e+dulZ-eVxb@ftIGpPHEX8~ zg_$PE>9w~T(R%hF4E~i7GLEHP6q0h5SRe9 zU!j607l6J;8=oo+Lk3T|7$oHCMlwz%QMzQ)DAGi_t&A{BVlC12S~{5r`=_GXjqVP<~PQIDbddONeW@(#^d}X^X0g8o~G+Qe~_&;J(gzW z5%%=j>Z0jgK8-9}mZdXDx1D{WHfwu*?9Jrv?j*ARkHcN>02O4~&Sxpe{}PvG0HhY5 z?&ATRyeH&b*T@jVSf&NJj5iv3&!LWHoKKBzewblmik(Z|XJsw>kStWd{jcy*GooE| zOzuhZ^;*qp1H61)3_OW3Jwv~8jaN_KyVgRPzMqvs>p#caFjSnF+f@bhWj_P!`O;X7 zDX+6RVHO2U8ZTGf3K_2i(iqEq!T7=k_Hg}uqjel zAvudCBw8erg#3wZGD4yyI3y|z=Q$fessoO~Xk$uT5~DHLSf2n-_61I)fXOFD3X)SK zT}AZpNfJtVt3t^yB%g31hK8B5O1g(ju0)SKz>Ivvga-hr)qqx#R*8`ptz}LU4vK&j z6#sz1*^j|ufy{IQC%A5VnIXvpJpGDC?06N-SSu6ITpSQ8lgs4=G2|d53i;{ZHu3@k z6GE(q%p;Zp(lhlVb*a{~%JJjicI-1Xx|yEah5RSK>hR1T01LIy>rz{bmiU4}qt?b* zXZ5uuqOd;XkDf$gQB-7*Ux)^AN{y_gU?`BTMDS9fa0q69v&ad^PxVJ%1=6RRJJK=%-;fWeFqmw%Tm?Q|h}QGg^h^5BP}k zQBj@9!j3Q^L_Hnos=^$MkRb=xgJv6|c|0b4I(|VRdeMu`LZPsA!k*%3Wf8q`X@6kLP{G|; z1%}I~KzDVj(2U@EpuGA2?GQ~Qv&lz&+=}iXfWR1S0HB;ksi<}g0VH;el%Yyoj7)Eg zem`K=dirA=U5mLMRtp&uQ>huMe2MTVe@{PFd zf3*tZazz31n-HMRH-!>cezH@ zx3^b=ZADc2hO-(o#yW$g2FlZc*Mo!{zGne*yL4koN6kfBzdqg&hGRfWq1RWI)pC=r zw0xT1r!03a^^c)$dP$C-p3t6jAUwnl=1;IP7hafGfIQv#lYLQxT$%RaD2tKx+Fgs5*}Me68n&C*}3JJyB{F z2<8l3Osn0Ca=d!{=pVs|*yy@&KB z3;RMyBi(K6<&#=Nh2v)?Th>%7y`Pau#DUh zT+*XxZ&fqJw_E+++ILa(9mQwuC`LySr3>iO3PN+6=S!hvQi6-!=Szxbf1wa?Gwh7- zI*D#{ldrIE@1XT*;(pRWoF$Y?3n_!44M&|K^%##USLKimu5<@5@c>37DEFYlYK1y_ zjevE>-e9K@F;NF`TCc}Nb-2KC`?Se1zM?@2_@HiK3EYsBi;1H#$rMo+U?rWgQDGO? zSbSnIDlP+Vv?nc|QNEQFvEc@?6CMB*UVYO>pnGdKTNyww4ysaUK|0SF7N}cTn6m(Y zj1*_h<_A_!D#d$pb-!*biDIoL ze{_8dftZ3x(Sa$3yI#?u_av=opxxzIVuy`_cpwA=P)_#k;CZiQ1PAkGI=My3qw z8X_@-vi_RH38Lc?%l&}3j8}hub4?qv8`&BQ*=;s$Axk$s1UrIBFl>`=N^7OtRQr@Vv-R;GybRl>>%T;D`iVT&JJR}6z6ekXQ(DH5@Zx&q3JqrH3sk)(m&-IxnCAIo% zz+iwiZj0$K1|qNqS9c*UGjoqksuf3(5HIi5LAC>Tr}kZ%Et_g0>$MoDdN!9OshOk$ z2uQ4jfYkbWRK8~kmCEJ!eJfbKAH+AVyO7e!ad|C~o=n7ET!a+^7y{eRr4H+2w#nuw z+UuITxJBU$KPB-V2F)wu|Kh80OiFGGV*-p>amcOGP<*c7w)ok0W4FW}lY1xhD#8M*@RXQq>t^>7AP4DJ3W zG$MQ|q$!-wvA^5X!sfM$9^WKYjnVTsS>zap^~K|RWUB^}=qbrin9mG;S@?ZRkTd+T zKx9(G;&G#mRD1~@-g|k5>Te|$ngtbuL!(n@>><wj zaEk8z3qvydC)M&z6R)#iFxeT;CH>Cj;~eJc=rY^B?UdYG{?z;)5eDyd5V=2D;A0o@ z`;Ot;XyD;L6@W`#6n=wE>u#XgkK+Q2EYq!o9%vy?|JW-j8O>iI_~5 zJdf*0Af~&?ugo?5kFJ^eL}|2QvtcQh8g2-<;m@8Br9QBp5GHtw6lyE<``SppKx7Yp zF7<^ryTA|&1xE5ny$=&sq9{`PbHEpb_=-pfr7(DOHR15ajPIQYI8&Tul*2(@%aUYdkk` zC2O|a=qg}kyS55~zw60SH6y4{1;)1+!f0ecW`Gt5nExKgkU<9ah3}}n5DF3B&dX~%d_*!JvXGqW+3Q>&EHYLiUNkn+-8}BZ| zumqSS*BhO0SMdG&qiNOJ9odXN^EZ^9hWBt4!9o~PJ~0IMn6K9it=s2kEipXZuCF_$ z!Sm8@^#_HB1h5GF-O~CfM9-q3qESfIvdm2+q;VGiMp1d2Bx12c1C}VKKi@V=!Lln_ zR7l`fdK41iYR}rJwO4tH=adRrH)n3cp2pWuZR*{HeIccOE7#=PoPnqgl z{$k&2olQBF9F7Z4zZM8BL%5p%QJI_}^^%wQxl;S%auj&=1bBkArTq5I5f~TndputV z*q~#=PUw)~3Dtr|Rxq4;Pm^chYkRoNweME`o+>5D=4Gin8q4~@s&g@J@fuB(KHbi{ zd1|EQrs}4%czaQ{`V^2+T-Fqx4`OYx-gdUf~l+awBz zsDeL>GWkE_NpKcaz#=d@&R-1s+TQ!S)Am~RqViu#oaJnd7@|7w1q)OWr#?$&mu*{| z((!pEU$gqAn@x7dl)C$Ax$^>I6cYF%sEu;MP>i_Y(KYQZi<+!)XnF%bhc6tb{4^`3 zo4i1v$uoRnD?pMNyHBc&)+Cd-S8D@sMUUc(ay_!w(r{i z`~9R;Oh_1k?;oBYyx;M4=C-5hu)*F5-FStvDkL&F7F}SlrufPZ8E3zt5VP1q6crAi zH|-m!9o8;ra#3aKx86k5VVWL^pTOc zL*)Z{C5RvXn;<_QGNyWZ%LxKcq{W!x;b%+0{Ri^s0Cp^BHum(^et6fXI*<3;{-bmR znVIiq6>`Mwk}qHr0kEOAAt(}2P}suEqnc%avhRv7uF7$YT>UTi^@?@59I4ob^O2g| zVK=YXM7#l;9{}D8;>%2)BmQd4IJvvO+VwKG)Ui}>DVK$TB0*Jum<*WXOKzI3T zxa9hB^m4G7 zJnfe}bZj$NivlWs&pN6)s^(WOfDk9zUe)Mk(&)^v*UpG}1iLRRIGSA}G?WMm<6S{d zMHH>M0$WiVPXby6G6asFQp4j8BmY`tTR(GYR_7m z#}i-{rV&+&k9{l0N}BV7Fjv$-Sm?|GL~gbZ8HHLokW*kb0J}E#PMK>HeQJ|~qoqT$ z&&M**Q2jDeOBHE<|IM|EGt-vh(L?o~*<&4}O%K)|(HE&9Px8FE+L(oD+JW+%nC)e8 zVzXznZWWbOBB%T9t@02m-8+1l->j3`OLm3PaJu&a2Hl{s7}T}z&gX2XuR|&WqBnNj zj&vE*ZxzdVbY2nh4`>X-+)M(lVljeei0)s(XlrLVk z!=03J{!+h~D@gqDifc_rc{DYGzvBH8|11$TLWkKP;qlm5z{he!6BtMZs`j`W! z4*~pf6!`z0KIsSdw)%I6oq2>aP{iTf0>R$^A;)}(S%H+xjq85Fl zJxxT>+QtD{kyZ}@;t_jFOnI{jKdSzX?8xmb|CUY{{iUk(a{uuv5vuo+bx$;qiubqi zGL>s!tJ52EiY!g=yzB9+&7dwkz;J&ymMf1(ZS!_!E&MM0*w`%w`B)TS%s%!|X{Uvb z9BsD-r2ubFu^=;2d5qNnId4@8qiaFrz#J0pvs9%CT;vBDq{1#JQm)MGOB;b$!9s?> z(h^o6A2UWM(-MLObB3Gd2oLp@utYlqL9l3baO|I;L${g#Sbaz3{Bc10J>b9E!ZU)LAyXFI%qh6cPgl98Cr zcZ$nvZ)=Q%9us8Ol+|2mlL^9{jYcN}lc?>gW-NX9-Bkk3c^DVC4|mu}t$x$d0Wpl) zG)5sC`iaM!7)vNGG#9~w{A+n_xP_f{I8xw#dqZ}9W7g%iAR1N1%?eAi=gcS)rqC85^v`v)~LgcuDzDOdqksRT$?7ISY7nlQt zD0sN(4Ibsk+AuALio4xB#9)K9I7>Vp41DEgz&C$g(G4SoWT|XEMm8;0P8(m+RVEQ0 z-J|2Z3`0Pl#qEQ6+5I3F7s#dm^=an?Og9b9iSa+!=BT*YfNLE`^My4}r?Pj(`BlHy zH1y-+;#}G8oGSze=On;vT8Tdp8L`=6%933h)?2ksm5%jc^^u3UYh$wlGy~p5koYrE zJrDY74A4r@!# zBg+f?NXAmi)^)+jW^V%nuTWPre-EGD6iCM)R0NlI{ancRA_~Q@8EFOI6%T1x%N9o< zoub`AGp3$qFbJa?nqnSc!sfrT7*WEM7dRAS^8-aC>*GaN zjpY0Z&nib{B5000FRcr%0vYMDxZeupRfhZL&&FIkjhP;@o1eie*x&R{{(n9W?B`lZ zFAIn0v}b-&RTSbF zu0XC9KJSnrS@qQIxqY{vg=(`nt2vpmhlXo;RNRP0>K?OSJ-)G2RaAB}sbbnSu5*0& z_=*sEDCw9qDRp5%Tar&+1{zcfHa=!UiL#Ui&hIuIa)#W`iwk* z_>eXX*LND0^3XbVOYh$(>z_vo66oxOoW@cqiv}lv2|TQXtBb0%{402%ttGe^1*?hp zZ%qRPYN@({2G0;)4S9;x2RJ~4{{ElM!^y0k4D|4>NSb%VIdYve3S;uoega$+%0f*5wGWVF){k+iU1I+9F)cE!fO}~ku zi&Klgi=AU*W3+cnNsoQeWw{4IA+7u8>kPQ=Q1|Ui8;4-3HNI(%=OoxD4-ZN4M5G4{ zsoiJ~T?ahw!#da40eMM*84T-j6I26KjbZlN`n8mPRQ@rhI?R?IJ{f35XiapeMA z9sc~5p2?hIM2%Ing3nQ1004%m!sd8Ymj0V6lHQ%PJ%?Tl6VXUw5N`R@Yff98r#(SLJ=yg8FvvPRG8Q8oDQ z8CR=$_@QPFW24!LSbKGs^}Bdk4sY@Rn%?qqySQW-u)~nY`-dRLLK#5*mt+Y?Zj+DA ze{|#{C>@FecZD#cE@Z_dw$66#)Jts}m%^M_D(S)Tjct@|S%)MJCE+E&QtFiDPofbY)=}K+2EoRH<5_`YT*u*U5J`f^1@X8`g;4__Zyfyo5h63j; zTLv1_&{?dN^fkH8CBIXV4y7@4rZE2#a;LcE}~pK z!C)aqFQt7l!@@*DCzeaDt9f4J#$lltM`nT4fL_ zn8*2xG*p-ni>!nP0w?$dYp7S$_2m}1t>9P)S}eOy%d_m4;xe*90zd)9tIoDOSWov1 z?hD8g8AJ2fL*$*EncCpJ52ET|ymM}v7Sj#VSaF7VpcbbArMf{1fyrY;`pGMXR+RGV z)#G@$*Wo0p@DBl;<{oNOe^$KnwOuJ@pX=?+(9^U7VGg;h z-8Q$Tr(Z*JsgmortM|WQ)+ungd`T~y-zi$wuc`zSyWX+h$8{CGAb7J-MTCCOI{gHB zrSBSrlXP-5)SE6Vl%DHG#t|nBQ=3y!IactpB(-C3!*#kHo6mA2jfEANm^GftV+v6m z*GxIH>NnIANClpA$4pg@u_0j+*8FuqM{Z&;&apY>Ty}f*VTqv~HSm8F61KL9xJ#h+ zigT>7V;k(f?G=>c(EX507=g7bjDR3ji~L8D>4<Oo(*FJIewkLPE%Ghz@2{W<`xX|Smgi6p z&-ek_UHX3c{aD@NqR7q9dQ|v87rdT)j%ltBqwi{hZetfv0ai?}qEdS>v^>)>yqg-; zDt*-aeehAdtWz$*s!LP@UhIYl*`2*N5HvaCy2+?jk2q9c$b|{e2#j7}N~?fi6socnw9tvF&;fL`&PPoHs}Wfp^xP^ilUh zQ@c#I>E1>vgmC8m#j6>(+5R}nR@TqE%Y{R{35_-al;Mgo7(uGWL@drJzf;M4p1#@q z)WH5e_~ZF=CBznW=A;WbnTB}rTHBHwzPKuGi)uJRWB|~Jp~NlTLFWQrh|DtzwNRVX za1&A0r{;h{ln~(2Di*gh@EJ=gt5 zk=pa(<~~i!DU^dfoyziy1S=vq>^a69%;d_$P;gHE1}6F?^f2B`J-P&A6a2j6j~IhHKfhY=*(2hAkpQs)$|MH)oC%ejM^;&zybHb#E-o}T~ zWM)spF^Mwz7XDx|>q*WdN`MZZAu^ovxP4<(06jGaswd4Xb93o?T=#0f;+MnT7 z983=FOoFxF`ejOf?_=w_zLc7&V-@Wnrhr}%(vTsDe^h0l65}&*Zwrc3R12iDWT@&c zti~IC%qOd{rWuMbWhpzshATNPm|}9Ms(mB}ZQ}5hM%#>F^et>07%M7{ zWyCZnyn(zRl%$GzoMjulaFa}YJ3#*k4k&gj_ra=YAyMs*#OFls$FoDT^U~cgGidm1 zMeTTezEat2439j&H_I!+M79%Q&04afAgi~)XxdtsZXE~QcIPVZs0A zBW$s9!XC3t-Jb-D6HI@;q}AJ4K1Ay0M2Oc|7hwLTo>pnbZT7Z*9-PC>L%e9-2(XQsCreZ( z#k)S?G@AfqlWKFC11Q^2`(SuQA%M`@D8XN0w4JSay7`qY=qu4QDFBX4@|n%^xIqvj zu->p4(BAhSgu;+Cu8T@V#5XVVDjg3O4b!lokxcD1CWfAtja>ZSDfWp!mKD7T^3Ql1&uX9AuP9RasJ`aQJl5C^9B$qWlX?R3SUT^y z5sl;Z^piTM?J4dWiIDeQCfGuM*@vLv2jc_vk!l9yC0M&(*SD+q+L}Lpy`Jiq%zwf{ zY`Gn$#hcMKvx=PEnOKEpfJ_`sF=z3jigDt}&1#W`%I(JMd3wll$y3Frm8OjcUcv6h zNQ)Sbpx=*M;Lu)sTtpi`v5l>ZjLS$G!+`Q$?&2P99=lE3GW$H-Q2KaW_KS8moman% z_6r`VpsTu+fWS9Y&CO!e@>%SrvxE;!6^ZMZCfc&TEE3qcLN9 zTMfAs0{;Xo@>hsSHZR9>sxYn~0ne~yjYwsz9*e4p2dVo34WdYeD0Z-xx!HZNSjHNm z20VMygelA_E);coWMvP^L`F|_=t+0u4BZ<$H2i~hCQuX!i~|p3u^ZG)sz0as&vqm3 zhc&lbkvi;|?cLX;`VkUpLEz?*wI+kbS=^^%&QRTDI-a+@!B!%uNQ!2b<_m>uXh~gW zk$(-%UPV2b^qh_V?b7jed8ExL;nnc=`@FZe^P88LDLR;~ zkZ2uE6-)PM-aqfbtkQ!Xdw%ZtTV~*33+bmGsC8!d?ere-2(~t5pY4<4;p(f|&rFE5 z8m#F~H#e(*%dQ*dWLE^oBe9-v%!4qfnWuSj=!T5p(BiU0;L`rCfh}#LiFp3J)r=x)q$DnG$Fw8WnX-_2lP1QR?H5>7a*&6)f%)UW$BKJllMJB9QI?*X{Ee{qga`BL2wB2k8TM{f@& zONWt2=Vx71=afee;P__t2ECRCl~Dr$Q^J&W6n3Dxswr@6gA~0{5fSMLqj2ibN$S6l zB_anRD4Yf4vREVWz}G884Nz6fBdY_#vl24o*hPY7~Ro45LZ|B zay7S4GSkIcF(3g$M$(SdzmRW6dLSWXnH&#j`H8O%T9biI<_Q6j(}s=)_6e)awkCyG zM`FKV3XRaKI|!Dtz#>t$J<&o=)G}D+Ui^6&1xwkQG?0KhJPP*@d1F=tyoa{}iwM2# zsqOwIchnpWo2x%&ZEynY(frzuLgSW)hrj4e0nsU-Bu6hbRxJR?AkX2MY@5`n+vftCylchWU z&5!0F9?fa~r<{PH+2KN)#VNHlQr#0Vq2VEt*t!>t<1YrYmZW7&j&2bvB9|n z5HnA7J`QIJ$Ai^>J^?Nm&KTqo{;4!6C(zv};1fk5ts2>QK^YvmLHb-gEYQ+pm3!qd zVy*&Ms8DI@0MDL`S!AfLeateXf9$F4bgaHxtY+gG5;O#t4b9UFe9H3q(iHXc7)lm@=E zD0LWH4V|RJ67&CA6DuqC=H|}^{KyM_0G*)eAGd)5|QZo}D2?UZt zS0t9mYJn^l4TQ9c(1v%G({tFw8_Wx^Wh#c5eV6-g+Lj@KTFHZPC9@ujazX8gf1J zbe>DLq;5RFKc9hFc7AagsWevFQR4s_OdZerr0o0r|M=HJ50A6K=ZSPN6VPj>pr1Ik zHiBqV<#~pD*;lIi3;|5y4MvmaHhOsI6DM6{j-e%p=<6p+sS_DYV7>$BNKq^hTF4EN zDG!gx|EQ^eA%l2Y;i9t7eXC&@;fDpv-386@2i=l zHjU4lt14F&?t7mQiw=$sIr63RaZ6+)L>C8hVran-kMzHf&NFgNl1FJMo-bBe3}X{B z+3pZu_?7QtTGr0v7O{4qjtz0bcLgEVdPf=15)m&`{9hl_j~Nn@%)-bd%h+=HKiP9r z)Zs|?eG@MukVzWJJgR6R&{4~X!K~Kk2kT;E;|$vvsp9`pBeP^F-%wIuiwM<|pV4BA zn+cj^WuBEdP)a?>1PUq_={ z*6}<{tzla#C_bYF>u6Wwk0oc6t)8v!y?nK1gF8{*#4l zE>zq4UkYMw+NIaN=+B-_X;u}efn~DrIt`rR3LvBby^M@p-)@o(!?Z1KY<1h#>P)TK2oHBTG^*~n$JXU(BXc|$EZQ7zm#@qYli8r>Uzm>4 zyNlP++1$)yvt;)1u<*o~N?l4n<1i){CN-E%5B0>L!3JGF6aCn!T8VMVt?yC|DNt9X zWJG!z8CI01gMl1?Ea4fu=5OWMGX3ITyW2n95%VAqUIDwoN9Ut2@B!9TWQVgvX@kJ2 zil7IW`@kgQ5rdhk80T!760aK(%lJ6xqn#5fyKFObdCBm|4R+AQ6OUPn1k>XL2}O^}Ssjo{mf zv5AlakVGke-(a>9VZev?MrJhIX_>)-#qz!;{gQk${|N$e655UwX6gWjk764(ekX-U zJElg`qP0NnNz>}2cQ0x_8sE%eJ1pVqv+&zY)ZJ_qO)4cQpBsdS>@T>V#Xbdg)50Oz z(W1wI->kt0ugAyE5lQxQ-pY9Ja5s0}aQ~Xsc-XC8zjsE#a4cajDU_tBXh8J__IQVF zW7h21hu$Gv5{ZYC82V8|H5O--!tCjn!^ z=nIUYpeYU688=QK_f%Fg2?+mD5@@r$uHhvVL-zGmH~st0UEcJQAlc$|W%u3w#BA%P z3BS!t0wD}a+m2>S_tl{%!~59E)KD%+xim?6ju<&XQPZ67@Y5<;6r{$glyi7g|-bBHpEF;RGoWZnJ zbS2roSk9L~#X)&b8)P2hG{xL;3qJ4pi;~)?9nedeg6VAz0dJJSi%EZcf>&6U!i3}? zM7x&|SVu0(Wt4LJ?5Xhd)aal2Y1|io!380Hzi7BI3p{0|NV3kF7k<>^Qq3X;vHjaG|e< z%y|ry@C^<%Zy*A8w4i~?aMx4A$$fuXL;rlNHgK6BL z^ho2{-xiQL5CH3ufeiKT9=INs`dw=Mnejmclb9gKU?DomWH{2Cz6>j>0WK{}s;XW7 zo!=Res1#ZO2d&T7(1x`|D6>Y zor5CWf0j5O`(vN!sprrr7srdF0r|Wj$^Uy9PCEJ8IJ8zYq&vPua(pF zGN|=9Q@r6R9G)_lsgbipMWD0xTs~LQopNy$7VKfX$h|jXWg^2!~dl+pE88I38 zjt;0HjBxxF`?NDkvwwQx8|0%N&X?s^g2UXDR7At#GZD0AOo!f%uGdzqIppwP^-?DR%~D=INqpu2RSs&XFr1Gfei@^l zsb(nvfw@~jdj}~&A+0PKH+2bgzZcU+h1rmbA`DyZp~Vr(f@*HnSa?rsJftn|!(pop zgpCE!7pZhmY!EC&i#fl*y~Sg(XEp7YQ@1BMi0}Ow!iS@|n`e z3SKo#sHR+^M@cG6zfp}mmR zXpD)Z0y=zx+@JmcaiUh6h`G%$Xsi#IzWmw$hpBf^vaIX6Zqs(9ZQHhO+qNrh+pI*T zZQHhO8pE{!C@W!`_=e6bxyM8Mlc*3tMqj3UxQV z*Jw4{9;m?Ez0KGupE6~4u*0kD$+i1Zx^zXD5vfgjnw|UCHxHT-9w|u?)KkE(7hs_r z4^E%)^ITCYLCh+wpoIZ@c$lnRPi5->%JAg|FD#*oeCTB*M|95TccBa5%#O#0s3fO9^ z#wjaYTUYj8F?mI8Sxx91Syj|a9((8h0cw|XS$w}Mk397!;dNcvd7zLhK^uqJ3< zem1Qh1U^AE2+gbj8^vBx=6E<%sbi5CX=nk)H^hAZO6a-y4F84rE9$Wm(Vmo|qdHz} z@em-=*e69owh_5K;tF%#lR_5S+Zm*?e^xJ4;CMds*TKPyhXkr&VBY$I4zl$QkKq%% zd~o}G^1}*m%b z-fp$K;N>p!Tqe3b9Uy&if`q=SVEH!r#3Yj73)0R-HAg?RR(Hj=xrVP*KG3ta8#%Q+ z-qkBC0-@=UKye!NCAixB@TQGw-Jvhwfn$=wFd}gdTu~UtQAfGZ3i+6A(Tra`ijT29 z=jN`Fs^o~|v!`LY&dk(FrF`WuKMP)I{exY zh~!Mx5+sJj^pYLwxI>Cc?O$DLRvAR_mH9B|w@mJO`j$~zvyD8WMd*w@R)J?G6^Yr5SkY3~)d6}k4G0*u)(aX(cwwq$X zA@H$va=Nqo^=;8BX@C!RniTEdrY6p{+(b`k!qI-2rvEzCXEDGJi$Q;-mg(D9dGA_O zvi4U7L!z2HLl9i{E=0u`c+o{^d;T*EWvbkSotMGmFD2x1Ux?KGz6Uf1JPBN=PRKga z!Cn>h!%PFa1)aSnZqMV@q_@Kd>~VC$BZPyc`n;yl?h^88&zisSPZ%AJ?q0E|O#x4s zk#%(_Y6Y@HhjZOm3bbv-pC^?OCcCZOoEDRp316Dln=NYQR$5(Eg60E1F(d@kf-2`a zvSpD)#TA85BESweo@6bA&`UoU3_p_fDGVhmfx3;$7{4Q=`ZGnbLWUTQSsTHAA1{X} zT!@aUn6n}%TQ7USm4mjOC|}KE(z?Cu&tMS3d5%f(Nn(V9k`NRMRac~uF4Y=!acF(@ z$oaPZq*GCa-7lZL5w?LV!t&wvrU3L4z!`?Ir7)$@@KAw){J~{++?S)a&9R;NvwPw< zAK%?M0P=?%#bRG!!y9*TfFw|UO9y92i{mJO+s^eHJ^O4A&_Z@F4WDNf+K-++zH%r2u^w#rl6a zVT|TJz)otqdolm@C$qw$fqqt;GM+rLy)Nm|pFa!Wux-6~vO!$-`+=`5P!oA>7cHEp zlV*yfBI%pE9-&m&rL#vC_>&T^zd3tWWj2I@Y!e9vr*oO_dsEgjTQ9LHqIU?lcstKqaXb z>yZdEF*1?uJt2ZZ?@S)NNF($BSArNSb+!n*pEO6h5H|oSoDj8)5|Km#2s9%Bz(Mcp z8(CD4;?lv|*x=sm;A8+g5f+g^VN$hk(I$O6YdATd89slleu(UH)v0rjL`vDJLzFD8 zr0*Ap!Js5+dayKWiYleam)|A9U;lKfw4^rqMWUXuuHHuGT1-nGHx=ZM2}Wb#l(uhX zD;BmSB;Hg$`=1uEqSq6aImH;A_ZSP<7g(E}MG}Ue`XB%(If5&+c79>qt&M+E{pV6>pqMBwwLPVUqw(Bjb zy%7+z_UFAk{4`$QY7l14be^L1;pjaK{v7bXpdN$cSHOIg&XeWeim{M|LIb@``jv zk{qFk%t8F=%2W6U#d&@#nP$8%IE)iWaA0EC_)d&_3Z{NQLab!*0gankUKJRP*C%BN z87ph7G6M70)*dNxew&Xw+YL++U)@7swmo+*n*T?V?Zwu*g+(p_K?`8E*NN9`f*OVb zlyn)vIaMSid_(ckDM%aoUmbF--h}U;F-Pc3VYraUF>LJ09l9ZP01Up_x)E zpw^n>>^Prq#rsjTe^sbo`O9CE(uGw@%-A05e$b4LqaI zjZQAUq-PR7iWgBSyqxm^14f+r-)Bbip`G;Pca#=tTS4MdTS}4SGYY1nADPA<)2*xY zz3gx|k9^}HkG|@tBTju`!1NYrO5mPp?Y$4*oX_L^3R~mA*{ccNU3YyQkWy zG?IeKs|w4<{f?tAS#XnsDtda?D@I0K>P9ZpVP~5(yIFsrp)(P{IB_tzxgs`yW6U7 z{7=7)F2h5e^mqO_XS3_W$!mN!(MaJ`oSHnxJ}chm9_FXsbWvod#HT6Y{^+w7(x9XN zUotNW{CncQHcrj8fT7dO>z&*%d)O`sl75G7<7os(GYS7?u3jYhl6-S@X%#nY2~KOb zNxzov+|g|j8O3wpwzP;SquTaqwHS$Fk4YK@2r|=8i@>glm=oDb^p4Q>ZcR4?-Dc$J zBPe`_ZGA;&+hDSV1B=hi)n{y3e<)4vz^ac%9XThWBxE|IA)X^;nA#Y6%!HNH#F9i3 ziMq@zX(^A9Impf=MALBH-Ja;*t95bcN+K9YDAxWYxYnQH4_`=_jVJao5!mgj>NkLljal7(#Iit+fgyf_2Cyx=>EP#DfS{60)TD?Y9| z;$}+2;y_LZtye(FQsMmhW2LB6ECzfDg>XDLsUhAuA# zC_eQrCQ2Lju&k1p2dIkpXo{=|$=m{O_=S2zQ&uWQAyEvU)Ow;7*CnyCpEET61X&G^ ztch>PG*AeJf#&{~iyUk55M-jkMv7eMF5_32Yu?xUQC4dWw9RYvIqWjeZI?-RSwEf| z9O*gANwd-F0cf;AnXi%LHqvHdb*+KJeer%{1ovlLo+56OsYqTOBWZ;QY-3lqWoUB+-;rblwg+H~Jt44dJ4U3wI;^!&pQUbz*Cs#CV2A|{f zvw$)z_&V+v2f@ai1}B(u3WpGUDk7SoFGJq9JnhEN>!Mp zBMgZT`ih{`EmI`NK94-6j*-j6aF>^+Q9mCZ*RZ$Qm>s5hr~g&A?qD}s%KFWZf1182 zILjGm-U;V;1BhPpd6BSGeYo7dW#6V>^9&2i16L5)fEEP1Mu&Us zDA5MMt$=-Wyt5H6l_1Z>Po$dta3dtBNJiYIduVuWP-HvI5 za%L!`H7;B};3Q^6lYWDaVJ$V1XS~(Z|Cg4j^?dU7MCtLwe+#I!w)(#><`?!~>bi0~ zB2LXh`!KcwbhU4@fRJ9Iuy4wfu?{+kUL^@KgarCr)SidG2&hGqk@@OFy8>ETAnxCM z&A?bS&(hTnTRBO3R%R29_`lj2*!3|X6v!b#r2FLYTr+;gW61l7cVcaz_yNetu+~Vw zZJkeZJRUd3BAV06 z10b-nfUF%Aus+~}^#8JUh3I3QrDs~MOag20&7^fc@?tKs=NiE>Ns|}`d9v0wNY{-? zr!orz9<4oqlv}>I0fQ)NWdsm7b%%yPk;jS|pv!YcjHQD`#7%QD{|F%u>*3Z>fVYZp}A=3aI$EfYCoAabQ&r(7XYmist=Y9R%e1SbyITL?007^}cLI)C~ zatDPyZr$#pddEB4ONuOhFp@!wNIH676$My7h~kbZ;$EXFP;u}Za}1$Ga%?3`<7!b< z9W$CVA*B=#4xYs9QScbjJ0w`5=<0!ODAy??!waD>+dvoQ^dSGKpvP($#;~}GteD;l zfMY*g-~IW19XWX@h;~j>I*#}MEV8SO={X1FWFyLe*Idlwm5gM9MfIcgS}e2-AqaD# z(Pl_D)F-*8(wgCNcXr?Tm!ZUff<-+9w1T%yEwQ0Re1r{-aXpSKHh6-xoi#!VYex=C*{3T zgl{7-IhlfdBYMn?EVED58e(IBr4a%0*eJpBbOMyx-X6h;t^Bx3C6FD}N!AH9tXoq` z=QZ{qyfz=SwpVJ&+4VWoX(=P4lWo->i%Nn z!jJ9i!Ak2Rs@6vPl-6x5s-9QU^(nc$`B#S`43L+^wQi&eR9UT}jNqTBMrk;9wn)Ob zME>uYiTsacuETrH*?i*soUWE9HVZDMECN_V87Fk|&;x4ikYoY$%a%Wz!G{D_oD4Q= z)#feKTFM7e>Uv^@+myU4^Ke_Q1GnzNcWxA~#2fViff4B zXsZNvUzEPvp5iX2;EmnQG`E%36(F7=G-zr6BUJqt+x-Vid#4fSe+^Fe!uaiNeEo}VFyLsLw4LHIrB*Y+?#fES zjIVr0Wux9C{7%G!N^zP)HTssst`}783|(?fkNEc+sjE?6!xLR ztr?E4ez_giO}WRwKUaL-Apf`Zm&z`%Rub{k`)Rq$If|%W7pXRq!@qMVP135MY)4{I zC>%qPB3)9#Thw+(Y#z>?4pP0ztncG&cim(<*xtgUD3j5}RuCpCOcLK~jXEP)QC&lF zGLR%p64-sHffX$%JTV3ee!hD^K@HLY)8~54raOVnW{0*gQziop?j6c+N&*KQ6G4<{ zs(@U}@-7jK?n2xR`7qk1AvA)@uhCi`hwh9xN59Q)zb4EzjTc1{<$2I4EkaomA11G1j z7-Mn`j$H~Rxfo(z7MVMUh|9*RsWI)BAWCF|u{r!2$ZrS=Z~|yPAyF5YlVYUOgkfRs z0zsI%=_YR?di;1rEFIY#wz|JTG3Jq}A^aIY1mgUYFlHttp4GxN`biQmp;C#sJpIDlpOnuwoR+XJvo0X22~ZdK zX0Y3>Oc&2x@!^Fn%tESs@M6*Nr$>~a?fa$#GNvQs*0_kaiP)vC`q><8S}0vDr{`K* zdfoJE(>`z*q)U95hb_%kDzpwOMyI#<8Y>Da=BO7(QRg$>ay9~%Hnum8YGoEeO&(TZQ*&sbMv=4>xf@8QWDAs(rW0$KhTv%gim>i-^Ict452~X4 z4j{q+`D&#|h&>b*d^ls?!vhdae1g#ggbbseA{r=oe#^R4=#$Z2PQTNOTRjr8NV!3X z6;^+bX3|d5!D4s$k7EY^^AZX0@~Q$_cXNIRM;-Ij7J30?1W=)+L}0*Y?^r8?DHTYB z0ZiI5oKyD?ZasOau0EQ|U6*ZXNu9{vYT8tqd+o)Jvg?tA10Ei0RRIj5aYQz6yJ$CY`RaiHDS+9qob+7`VlwaWQ*W!lQ=|la}keOy%#kT{)+YG>N`5(jNW*;^50b>Q9F$DG2ToNjg?F!mIomgkv%kj!EB z`}=XA`qpfFI%<$+4CW_HcV#4MCBO-HW(MUHDnOLyxGP3Bp4KWS1YPhiWHp}cw=y_c z4otJlXCl!Fss#Q}tVhYs#EaJ)tqtN5JDyd;tr_onUGB+F@b7NltzQ41wy65K}M+O0cPG8#|^~VRY^vzq11O{Ow4Jbra#QC*CNFberBch>o1)-ou z!t;9)0_q6U&lHLjeTEuKd|~ZJ-nmwXvJ9qCu0lC7Vc1V9d4>YF zPuG;3SZ8T9{MspwV0e{Hj`2O@O2srNzrdj~-7q#omnh<=)Um&z!u3lkdD3O%zd(@${Iy>f z4VSI;D^0zV;G{9$PXfg%NDNKO&Sp4IE;n23Y)B_h4y<8g&Y=VlP?&v)k;t^$B+>u2kz{H8VU9t& z5e|Y7>SBcQ2Qu+O`PnDKuF}ACFHq6+J13T;-DlGcJ=f@>D?jHIYSR<&!INYd%5t?Y8g6vYM8b)O7|THzmC_b zK?s_j(H&>rf~Mm2-{$qAZ>+V}T;yi2V>gA4JKLVlCIfJXL6KYo;yr z@Oa!+QP=~KAoG-kDNojnk252ER{>fie)+&+-i!~d)qjbzad2h$NZGVZ(X9})IhMRD zZM|0hJp|hJHNPir%Qsap2%)iAJrz5_*Jb)O7<%3(IBIMGlWDK*hRYd0zqGA3CuBK{ zFmPr4WXIY)<5rbpY0^5p@>+PyG9%o8`mVc zDUG%kD?3I~$}KQxr+<}WF|w~GBOIG_Tn5Kse>r5=8HbDDO!U`u^YEF^cxbteM-oZw zh#id%zh#NHO8JoE(U zfA$Ez?;ux|wtO^cduwL>Twc~r&s8MSS)?^6b;MlEth2(3njv?DkmQ2MsBo_3cp}9? za5lrdlo}{ntP>}@B2wWh@KEoh*@ZLz_7IpgRI9K%}tgN z%-|cYOH<5oT?|HrX(}+s?NVX-d&6Ro0@sSz%!35gc*p%FkUIKTbaYqcS=8)9FQ337 zcMnUhP2~mU1^1F2jq746fLqQyQjMnO|7wk>baxn2f<>$^IwG>)rxI1G2zwtoJ*5n zLA;@T(BkDu4Tko2p6PNgznA)o(KS&tOxt|$Bv^P}w@fj;swVoJRNfBuP10#yg>*K( z2l5LRCN?>?-F*QTsq}~xQ-3-MTmYTil`oq(i?ab2Iw*gY5I8PPJ|n$HR?~og zq}R2a>}74o2n;OfIP+RTPR1>kS=dog-yWO|_>AjYC+y2%S|=-CvrxCgN4h8P#Y3y*OQSxAEG;IbQ`VKIf3)eAbPH{Jt?YdE9o@Oyo} zm)~B~CAu!PWV5(q&r$7t0ScWa6+Ds8w}>9?6d5%l%!jQb7T`q=IRX`abNB75?vF*b zSx@o58$Uvz1lmHcHfsU+Q!9KKU3v&*_ZpsheY zi&5EK`}lo?G4*uzPj0{Vcv>;?1{S>$(dRle!|>J?G0MAQ04yX4mfI7)>CKVWzO~pD zQ56D|C)yaI(!F>bA>3FlA((lW*v&XNWQXgi6{VOm?0zl$TiIOpW*IGZe?6BjalNfA z{|xN9I(JrwP}hCw1?Z&6Nvup%!+#oF2q?Xj7Tocvxa|<|-;AIo3@^GM{!eg|#S`0q zRI50(6B*2AYtI0NR$fQW?QjAzb>_qt+zn%#1Rt9SU^UQ+7Y(+2-k)C1?=M)8F5}ey zRTcr4plI#ApHaYw*4b!qz{g#!bhopx)h*sG%Rpbp-7#}#aquld15W&@xI@Y5kDu-* z`nLVh!n@*j_cumhkD7n=BI+J=UkD%mcl49w(pwZfnC*;loW5JXGCqpeRjo>#bCoG6 zO~c7e7EMd*zjf^D@l6UH32Y+>W2JCXd7#^`?%UIC4^z?S=vO*-7~lj#F#W;Zsw$;_4Hk1Y0x-?2dWE_<;&>fMq{;bi z*30#3SU;}|nFdT34| zJ^1l|R(UbG;3r`TOhT#IW&o(YQj?=fqItcMJA+?^DFvc6EyxCC5bQwz7Qs2{Yj{oG zBL(a^gNqYHF-iMEswkT|WXFbw##RCU1!Fg{$qQmdV|QptWk%6Re7_O|fUy>asvij+ zC|ASHyp?syHnm7TuVQTF?e@!+Nzsj+H1xTNQuy>LJK3w46epqOQ_H^z zpV}_i2sGnDns6wjXC5VB-Nja66m8e*7gjz1yrzL$rs?na<(0RC*itCiaoKs`!)hnE zuTTQV5D@$dDH0a_WB3-eCkY%&}fwi1MN(Hr%f)c_RECYfnvwhmprilVtl$ zsokA7_U{6WXSLT~esD!XVIl=RO zr40(U7&#kdZiPGn6^j@0aFWL*CUPnq3fJ`|5&&L+56^e79l;uN)<;>Nw6;cBB*n}F z6X|Ne^@GQ{nboCLJC{54!S8WYMvpce8$?ddAZb>yEl?>V9d-ftcg-DJh;-N+MV}q|3n#TvO!737s%Dg(JwGFq(iKs-?KN<>)v^c_LFTssl#}cxBuR=pUA6X_enrW<@PPy?{LZB zGeT1#;kzyO)kzM=mL`w~BV$yimO5oRvAF-DClGpp9qE{)F*$6t-WTx^Os}z+0GjnF zAj-qHJ`?RnpJx1?Uwds0h7qbRe@;GsA55pH-!kkrc4d-&82q>53Hkr6cs{|=|JjW6 zf)G*N7C+f=&%r~o>#DuyVqg|E-n91YW-2V^ZHt&NRm`bsR3mN}>qBcN)X zx4HF$1V?a)3VAPMvdrwV{q(CLX4N#L&6XnCAgmG&s+ZC>fD8WEb0$lOkXsUCMi50J zeBDJ30wD6Fh(yGPi!8qdC{#uk+7@K>O8}rNh zw;6oj|Kz@M-Ijx#_bl4^`>;^UA7@iMu0I|p)7I9-8e6qU+Jc?(#yD%|6UUo-#cj9R)LC)sjEX46Yw+XqRqu^U z6pyZm5Y78$7)wGiTXaZgvPJ(i@|Z=Pl!g}j8}DQJxk$P?q1Y&K%~dM|ECmSVJys1f zqD_YtO}vnKuZwMi;)QSo8>TC%#fN=DOty{y!BLX|^)4*G$}XbGWHj!N6;z5&O@U=< zBtnOyA~H!#DpFBG0`dr77_7dtx`ED`Q4ESluK4fx6@^_C!E{ z3fd7e5*c5GcZgh^Cadt$?eOL?+vH%rDXG3Kg^OW7q{I}NCCmYGIW7$LZEKAIkW}r9 zQv4VKb-XZ53@UXfGBJOdauB2Lhm;xf8t=n?q7%<3*A<@o3zzk5nO>>8)xYIcgX2!G zMmK*USt}Jj(Q_2XY$PAzUo-=Dl^ccZq7p4gM&V$*l*LPq(UnSjBw_Bf$QwwP6}lq( z+17A8l%`@ZRt5rpU;mX8jm_gZ7L+)|X}0c>9XL;85Qa76&H@Zn&ySm8b+t z_8M#XSTB+r`q9VCrzS; z&Voh)iFNMoqsRIV?m^mw&yM60=i@{%9B}_g`pARlF@A$t`G;nqBM{7+lfF{V7A-xPd&3%_lB z70oOq4JIrTNxPGtWW0vc=U#JVUlT+@xLU!ILANV9{t{5q7PB>XTQazEeSeYQb~z_E zfK8xK%KV`Xl#$-k8R^|hT~JJ`fxs4tZNEgUZslMQXVPfA6uAiJ{9@Au-w9HhZL`H~ zEp&aH=HL-p9kcOdBc|aPlZG%Lp;ZtpAomkyHJwbrwKau%hmE7#LxY0%M6SbWP%>Um zPc|JoYW)XI=*kO^BTZ0iXHJcT`-40itQLv zqJ5dhzOGM;rWNYwkiZ9*^{MJQ^RVH4v7{mP!J)>C@@RvOrw7hwdLR5Ed6r+x$#_`h zS%E9%YCX)NGEOb`hnEj8i^opyJ91b73}%&Pr@e4}%k`T4+ZtgBm&@sB=OW2e`uMJf zvjgPQafS(vy2KR|lnwt)zK-ByzW$QBk>TSgp>xT-eiv;L^Hi_{C5U|gV$uct92|@a zkd{m=^_DNsIx?YPiBG3r3g;j;Yegz4@%%-m3Pk?UBwU>z5u$+yAGwj02&H;AnX_dk ztS%_qI|f=9$z8x)1{`mf;G^2dHNp%6rcVeA)GZdTn?B5#oN4W=7 z`2jiy8h16RV8o0X9-G-y)+VGmB-xvI>TOL=^DCV>E-_x42_Y&nqi{GI{CvEmMr+Dm z7K_ho7A!_ZSIU=a5~p=d*_M?=NqGz$iV2ajwZJf9wY7XwUq{6+Y>j@szHvE-V4mYGs#u4125Bc z5|Y)pEpNk0l%$x_Uxcz`n(7DTV#7Bef9L4_9MCJCjUtROqslEMsb3%kIm3s7#w|NP zC8LRZp;CK@k){gaX)jLbX&Cl{0aL!!Z30DLJP?T-&y`mpaKaD~i?fHJEH@4Ck6rx9 zSuTgJ;R7f~e6iMbiL50Ee#A zO!;S3G2{ZoN?EvAUe#-f<{PUg22psh@=SeH+ z+{6~w(^xb9R3z21z*1}>=PgLgbfC%xbexJ*{!gQnQ3V_EMO>vmw9g%c0T{9QwzpoB ze&>8H3I+*L5-M%zGbU~?v5-+9u}?IC!%M;6$NOn!UTE3(@|MJ!mpHQTS(xI4W$&StMSsq4**>b-6kJad@)~60KG8s5d`a{=?oAM!= z1yr+e^T1HCLTq*5T$B*xAR65>QN{*7HA9KP&G6kGce6ttSiA}z)%+@T|J6u6gb)GG zC&G3nXwzWvQs7wLXABMMFiAXU_&XHX`;y|UD_mB|Q?mt_?IgqaJQS8e?M(3-)n%$x zy*%W-*Y!CHzn-=zpcaT3bPCy>gyi1lQ14%%s(S&9nK8>b)~=g()77i)MgxQU_qB18 zP*R^~SE%o+#figI1moz_SvLQ2 zY+7sNI6CF!wAGp(?4NTGPjYzt<=Hw^0&$^K#C7-ucGf}tvp-4|a|1vPInBG6?Y>B5 z(J`O3g2=nndpgt!%W$a)#}l|jF9yXnh`jumZIDqlsfTGP>df_~Q^ZtG)MhsuIlh{r zgr}_-Kb1Asj8Xs!?a*Lq0bEyDI)>HgNwxpb#l_tA125@qR zTQ3~(>N8Y*yi77kV4*x6X3WGC5iqKM-e9i9foz$Hn+=Wb41tvitN?`Xrrvrs@>lq? zgTAD%AwpePARg|W6wZAhh6mx|Y8s!;O?8K%@Q6ouDM3~oL}Kkb5r;-(=%u2|$y9$E z?|8tV=NugW!B;V%c9@vXmQs|k6gXQZWW^A27N}%QUEkko82eD91iZ*CRO?Xi<-!tf z!a629Xc&w+a8vSdhSb!~=l~=`dKfI!fnicoHoZiOUzoj(Elhnev7CNEej} zz#NfgqZG@)Y?w)Djn?%j15(qE`r}cMRMlgjT&1KKOlFxiGrT;_Ym7fc9w1Aom~Yjq z*6N8nI|-$RL^;T%N=fheJ@2uUJ(}Wt=EUm+$646DCQw*rGMGqas-=r7u?g(CI$SS< ze8Gp0miO)tN3-vmvZPduV%JzTfFhug?u5weiv+l{WX4lu(!XwC(n~WT);N&kH-=lQn#}oNi0B62f;i}mpDm#=}X_V`~z|@{7-#k7I{JK^jlq5M-B?hR8K z$DA-a4>)!^l+d};LC1}V~ zbCc2hC7*ONW|y|b&b8^oW;@Cl%;~xX@eS<(9zrM%?J!Xm%d2UAL;YqR+|bYdwaSL$ zSj~WQoCtjTRyzyXK|g7?Kd}%i!r)Y#>YJw%Zzo0+qptJMN?sY8&-*EfOy=ro(8FN;TYBz9G_js% zq(}8txl15>yflGyHjUDq^zPGk+WWBmNhfWq;4`Oi^n-4yh3x?QLFkkSL?Pm=Put~P4InjI4aMVrwO2Hw$NT!d{%TOqm~Ca%T(`XV zn77m9^@~^umec$0Z#((J-XZvxWrQ<(B<5420?0fvZG)kf9JKNfiJI95j?(dj_hC&X zuVsy6IkXaxYcx|)Ad7(Qzq${Mon6=M-jA#s3O^s=+&UUs&>%SDbU{HxW6a{rWGXfl zdd6VowQP);ZNAkfRJQ=2KfHubnqX;ppR(9(B~ZeGD2Wy0G01}C)JXiU;WK#F*jh(- zkFu@H+vMtUIW6uR0H)h?{cM#l1Z#{5x_E@7EVOQfM8Mtk+P%r^iZ0UU36L)smQmIr z2MRqa6L^1pdI2i5qfa>!Tk2fmE#= zK^knu(tZnV6Z6f>{h`)z3@g8Ri48-9Be@kVX+$i`)Ua?}5GE2!bEx%}6M=Or+d@On z@Gd@r7KUx!Lq#1;y`#7XuGm(=z?^~L>5u2Az>vzR8D%oZXwrp(AB?p+V6)EO%NOf) z%u5<=3g4nPWlDE32w+(U_`5p>JoEJ5Tx@02TF35YlGH&|R$#jv>;C=fzWLCdU((LIXlbz@7%KN$ z5h%yq6}zVBgHgZ>?qXx`GTb1bUa_#)Q&@OW=X#`RvRBg2?$x%vWp~5R2+@}62~%7Q zLshVVRWgh*DWC_@8$= z!@Ma4l;3`f(?aF~Z|Gr$=N2g?_#QfzdrdqcM3U`sTB#DTdS=M(iw{FAS$5Kk4ib^T zM?-C;oCZ-f2wjR6S8l|Cpq4b3o4&g&FKsjT*l+-)48g-gGK;ikl1wkl+30^K6~+IK zEI$g+pHc?~i9v~zSM@|wcXoeRMX_njz*KzTK55IT)sB*cb137#qX{p9?8?HE2{Y=epSUcJOswJdSdDelkH*7Io!kxeSx#EkETh zHr_WGAdq?84PR|-24jH(~o<-F8E9mDJ12i=|+CR|Or zaQ8ST5x!AvkCDRKJ<{Q*z0i}`*)Ibrk?SRK>Xd1_8JAz3)+`PBb0Sr{`dh0+$@1D{ zdWOx1CEDQA3pWzgd^(fO{*%+bxO&@4Qd58<%Yc0VSCmR?h^p8>4i%P*M9rmYp66h2 zI-23sd94i1hl!lZNEce(ikfpdic|`btU}CH(1WlN6uVui3Du7fGPS;)y53i>42p_@ zDNakhjL1OGwY$Nn z5N67$AB3c&kHJJe@CGUntslG-g%<+2=EZI!itBc-tD3+*6fe6iOh#^6t*-<{HPG-O zP@oFTPTs6HqQ6Aoxz<Tn$0PjEQTbw$JGa+5k`@6C^5tk%#gIMQov(( zYos+mCg@l){Ecmx#^3FDIUB()2qA|MNA}NJ>W-;L&9IHpeARSgLl{5n3WZdBFiu+e z)d(5~_jz3Xe##LE7!WBd2lWd11e7Z~6EK!lv z`67fE`+mt8%mVcmp#mUkBJ`9>(1yz5lBB28^n5zL=BC*a{;{GrGT zgoGK&zl>19ddN{Jf`Q7+1Rdc&5?A@y=Fx+%R7774ex3~=(*1v4{Z|#0RTd_fhCo>I zT21tKpMATb?QJeeLM70vbwsb+eqS1!{SfPIildMfT}bSM5MMPakJ2M29u2?veZ8~U ztkC+E%(e>O&(ixk1nTB%`pXWIh1SqDYJcmwuba(0pm6Hkzy5omWIrVtGFiZ9SlPt_ zqAR-Y8-)zxfO|z3KV{2>binKS__Vi8;xev77owc^{kM1(P>Z^nO~!om57+LGp-POG!v;x^kPPn6kaLcDLHnEwFqZ>x8l^%ah?^SN6*=juylHrPyr=leiW zU4Xw&HQd*yE@r&EyP?lRJy$Iu&N=jJImLfG3_4vaU zPqkne`;PH;)DtMEDYrH#uY0~K^lNYPIwlmyzKtj`t7cQ56V36k!gi-kPpuPCp_FAg zk=?hBiqfIGu$d*F@7h7%(Iur=V{j2|xLx;6c;O+A+*=Oi=u2Qb+d1_A20IO4^i+X9 zF*2jI2e6HQ3(k8#@*f>1>CO?10JO_rH~B=VDnr4{SJ>9Ed-=ZK>#=I*gp^~_-l&Pq zk~cbO*8{%3qn8($iSSh;mUdnq%s!xp&55u7EJjTj4qePxdVf`8JiAc&*Tkcp6pCti&%EN&=`Fy|*_$o0FU#&msF zcmCgSTB;%PrHv6ZT*0GuK_5oJ2b~CB@9(o>!x(g^56k7a-C#BhsH;|Zkv{d^QT#2In<4(&Fl)Afo$mu@@TfqEPkr`d3zpUm2Q z+sXaABKFgm&_Ri~%om~^2_*8-MdA!~n+x0hHF^ET{>)OpH(b+W^IpT>kmaYAFh^dS zN;-IWvCiV#uXQFDZv+7r>JdpP8eNwVqnUI;wjV%4dlQ8`)Lte0d0eWQF@;>BdpG&} zXWGH9NR-?4C4po>nEY+|NH#rGuOZ)uYqu&-(bXy1cE&OTm?23Kges^&5F$HJzM%6& zVZ~0XwZJ~uOf-&uG>KQt=t2a$iRjkh`^16sjg5^B6+Wot>}S;fQv&S{gce6}4D$}5 zs#7yStesa8sDcpPTnPkF zXM(moEGS?h{a9#DSE>wDGt?W4t52S`Ku*KcNJ*$rblKgv!)C5Uh@E}Y>Edb^;2iO~ zI;!6=X_gbfgmD1u4%~fvWWa{d5b1)EoYR2Ahbk&7#n5-lX|JDSOQn@%O_KmU6T0lZ;9i`gys zPJRnKb_)plb5fj8DmQ_&MY?$lWNiJW=J=7!Hzh4f7sdUwS5xuYS{N~sAVPTP#EGdl z5GmZYi12Tg#JK7z;LEH-wCI13a+y4Hf^5-KVCq;5MUpirN-$>M>92hdm}WM(WLzA1 zIj(frOG5Y=da}4EQGXgd6}cZ%vGpbr#~`owW)f1n3*!o@FYG+OeU@L~*_q!||o za6Ua4X**Aa&SY@9?f5;o%FK#W-byiACHUO`D5$B(2|PG=YcCCLKZIqwIt*KdOKR_F3m&79idb!hrO#&OX>4QeDia zK`Wub9fp^eoi!fFH6yohuHUDYlY{eM5fZoj^3nRn==xrJ$H|Fi;eT;Zb(b-eSJWaS^VnLP}67gKC#@HudMCes4X#I zCFuU`>KWs?-ya4xr$9nU&~4+YYUAx|v#R4mgpWbNrAtzMcQf2w_?oQW#dl2)eW&qu z+U3h=7C>ep5ZapKLS`zApcMFlEtNxAUY=T+pdw0=vbRtzl?U{A%8pF^=KD1PlwGkByxIkhP43rm!VZ zf{XiJq6D8Im7)m6bv~y<`A*I`_C7%ylaz=8$FAmkjT&u;tn{F7;~NkTfYm0;6*_G! zT|tRt?$*Wgm`BwVJPK5(ZppFD%BsulhSKtKLHNIOXp>BYod{t_1ty6`g2D-!IT(2K zB>e0-&}4qKt4snb=s4#X zGg(9wCFb7W#+;7g-Z{3T{IuEa2^<6bv6|yI+PPOhJtyCul3wUDz7+jy4jz#iZc2*O zGKa*4!Z`sX{bf5Ed>&V)aLKqC^w!%33XvVAn>-fl6g)~b;hY+Ej4EPgH#lPnL!Gl3|J zEmMm$M<(uW@UM50HIqpH@4jaYsigt5!~4yea#uO;erW*pGX+44x$iE_jbHeg5ol=; zb)XdMan8fpX4Qsm4^JDP#J2ULzE!oQi)+I)GZ(nDj^s1`0W#m|is>^0;7yIS2xX4>4y3(-pUw_IL6qf|(- z0N98C2AU!Xffxr&GU7hW4w&g9R`8fWRNdDrCzzoA%OSM1+s077j zRO`q-p9$=V08--Ij8y%75wQ_SfKc1-(vbR4s=>w|K1qd4$mlkJk`++6Sp~`Gs1U!7 znsVnMF6SBTto|^9@(d-q2XR4+`_s;cI2;%26oe|uAEcHTHCN}X5|=ZO8xPR_ z0vXhk3?WjTSW~`OF4qQqoaZHJzr)M@E?D}cjL2yTz--5gk>}&G;n>7FVMUWC5+a4W zE?CSc(GR5=H-XT%GYF$FbYF>#CeBV;`e?)a-HV>*k#Zod=Ep@wV{&>>nOzN|$rvTP z%+R)X_bSl(Ngrc3kz32C-e=>T-D4sWO!c{)>8O9%hWbE6lnPEcPu?5k)Bu7XCLutU zX(YH~%c5RlJ$1*8<6yIA9t|SbP##%y83>5ge5f&rArqrkzTWX>x&vyhHj|O`P|IP> zQc9;Vo0V#@B7k)vi&y-P63&D0?%D(EyoOD@YD>M_No4*Zns*>k_C&Is;FX z+2KmJKKZY+jdH`@>FG+9%|TV?r>jv&m5%m58vTEEx>s9?T{)zmW8#du7oL0^aBZ{e>Z;KYEU-&VRhuZ#P@PZhe3-nf@v#`lazrx!V?e* zces!_{8)$yxijgnEP-hHc+7YBTn-#(cB;JxI}Lz%pbTm;iu+bYbymK%5rn%7*({#9 z);x71nO>=Bx3}+{8}Ki5ZO5PI_oEej9{VJGI_X{OVn7kZe$W-tu`c54u75<{Zxv_w z9GwjhxE(m*cfsg?YaYYNb9$NH6hWRlR9$DzU+B9jmk&YfmZ3GcMkt90I`t%xzo{Tr zv|YD=;nh|o5(5`efWl-9;&16-4i6)fA(lBfw2Y_P!p;v<_&=y_x!Y>20^{W?f@u}_ zpW4o&%1tBK_var8(7QcyG)N@ktrnQr|EaX|10>j8S)>M__QK?eyK5c1(OOfjM`3b_ zY6Z$91%+Egk|4rLg5avSYoQi!Bhlp{#On+2N{ffs?`u=vpd`Yd>Enw*m0ac~Aj*rc zt2B1$s~@aQW6Rq3W!NdHEF^1lbW`Rcnd{7Tz9k&HKd6@L=ugI3Bs-{X-pB}8LH0mE z52VKN4qZtE50sd zg7P>^M#yIH8?K?i#-`9993{n-F%E;XD-iBUaE@9D=-g2I zspqoE#(C)EgYk@N0VQN)1R<*bB1|$YE*`$g%$y9znW{xHf93;|<0W7%U)OkheI3*R z|Jjm~Z`GssPiQ&cS?{*=Y!+FT>dMXtst{>QS1fRvUlve9-&;V;kkLSjv<4tM`cE&} zObQyU1_@CnJ-g1Y*Kr`gqO`42K&g5*XUSJib9s_=Z9+zcY6CqQ5F zr2Y7)$Pr}_(Z^THi&S`w5+|_5>asqGG=Y=9Ub(R5;n|kl0&A`GDi5LGX7}fF{y|7{ zd-W17@pTx|$oDUC=yjPGgEpP>Xx|M?D>|!;N$^Bive_uHg6EBKF zED8qVo=ffuW%W<c_&r1Kr+-!-ji~-VV#_Ypv|5 zCMqjm)kH8JqAjY4f3U zcKbmu!{9r)qx~d`0HEUi946%EMHx=wGRcV!(h-QAEa7V0>%NBoGr^;_8Q))1M-&OY z?j(FTm#rIYKZCJ^v{UK{AauMRAayhZy@pV@YBe(NVf6|Vym2J7d9v5V9>e7AZizG~(xxotp zCsysRu<25qaJ8Qd1|l!uE8+L&E~_a)LxO6wOI(kTh0()LyD^*HOwPiC*T@@6@U!6H z`e(xtO)x_uGz^>~Z|(KRHpa>J#4AU+f%i%&Yv3p$BffEt{=4xAtaMoFE3cqxIJ$`xUVJ>6ACSV=)?DYljCW8?;El5;pg+F|cBYpn zy?l3ba(vr`E|YZfjRlIg!eO%?W0Ow&H(fi*LL}Ynz251cT4}wAC>*NoK8oOg;VX?f zmZ*#ok|SdO3wpiF(;LR3BImh(p}0`mDx=ihndHKq6F`Ou42|6D$4GKPdP+y}jc@GW;z^qI>-g!xN);ayg%B8}>mtx}CcBDV z{%-wx#mmd<^?fgOb7j%SxC3|uKIpbCHen|*E9U7nM9S&p+xcr^hp)X6{(p`&1EjYl z(Y|feV2XxWgbCorS*-H+@kto1v@$yP&g(BRT_yGYO=2>X*KW0k&}#aW9zeJiTtNM{ zjK@A-rnFu0iDiR`izbbD1_`oSiGE5!q&ag}%A7?BA4*9E9Z=oSDSN~x zO2~t(S%`b&c|Sjy+7s0|nh(=qTtux&G?1zHjFKiA(|n|u$kLcB;g%K3FlbM4$6;Gw z{seU)*T3^f3Q8qV<4fv-Jg+!v$T7xP&;+R=@aN|XoRI;7^)eW_of#SMl}AtI{(L^bthDEFfLgLu!}cr=B0`#tlFa)3eiLPJ z#ay%`>Yk`9-nOYI8Q616gjTpy_ZOUVoKMzicAdg0=xOmcvC$uNla|#PB=|j^6Gj;q zXAR+7#%V^GZ)DnDCb=3x0iljSjXnf1E-rz4kwB`lzj3v8YT!OQk>H{T`h^xGx|fs; z5G$=OjC`zJ=;Ge{gM$?LS-LmUqFO`UIoRy=`O=V0JH=VTM#8J6c_BesMHQ_&t4+VS z`sMw1`=Fb6pQxjct>Z+9lLQI^gW!b3nJQJrz&tt(r?uMi%4;)&){Qw;LiLkhiQ3$gQS|%ZI9c#q@YdY-$w*FN&4fAKwVOQSggKXxZKK0Nm1|_dzJ@^lZ2A;= zbiaaDZOuN*PjDCljj5aT(05wRs@<{Z#K={5-#f0JX(FS}@o%H+-z%C-|4DJ8`2w9< zysNHj%-77bwp+b^G=DF-5XC7FXFCCS_Gn@*#uFEA+~cAXDVuf(VVOj&Cg1A&b&jjp zN~}xilL(CwUn-evr?1%4wFRu>lHW`z0jV0xEQDE9)}zYh*zpdG-NuWJtCs$b*!#0~ zcGvv(a10wlv4dJSdC1@&@tgwl+e=eZ86e$^1VN@&pV}KBPnyinJF}r*okQ@<1Ef|G zrsG(L%0=0TKf@|dmTyW+Nj~%qS9sO}DO+U{$rVXn-&q)>{^EJ2S(k;^MSa2e*9qA+ z*#z4ue-chn^jQLGxdVD#TP~#6Lcd;63#HxuXU$eY=jUr6yUQW+|LJ4D!Lj?-l~a>2 zwiNq+263!R_c$=A!y~c0AE(j4wuh!&+YQG#q@gLdP>V`CWilb16=>SY-C)X+RVSvF zg)z1f`YfNn3mVi50B0aEn`n+FK)gWu2vRp^k)-@n|MF$rq>~b^ZV;V#JUvQm5gp0& z3J?N_wR@GH-=y=LRzE1Y@bPagGWk_b(0vRw*R%S9>DV`E$xK#=l(Dncz)X;WaW!1I z-;rW4dgJM60sp$Aj$zRK=f@iFK&opeOigpf?MNeNB7=w*&Yyt4bYr~*Wbnc);FM=$ z6_~t6^0HcSRF96&{%iiOpDB90XLAiBk0ECYuaCne`EjotD#e$wwtqTNN?mBo`+s=T z2d{BmYqm0*%``F*3KIBkAn3vnqI?9X&Ai+;;5e?9U2My&>WwpUH>o5%OlJc^bRs>& z^NEUy<-&W*Q0;UQVchR!WynATR4N%Tfbv3Mx#->G|7CjZ@W zWwL$F34c*jMwtskP(B_RH)K{Nb#6dT#M?_u+}_8H?7^hhYBa#K-DZ73I`)3qGKIW+Jv-3hQ?fB<7i3N$&gWR}M_Vy@^i)mdcDbAL zgO=sjP-=l-Nh$PkVyoVw=iW^sHrh=C}4jG;NF2O4eA%Ul8BY{N)D4b&wu950At~HTDdlfJn zI||+-EX<@3DtiR1w2Fi%vD^9&ZtD#bRV$p)YMA!+fjOmb#TxOrx)~S?EJ&@h8Y!yd zIb)L=3LQrqfL+^Dj#+Ykj8V};SjX(%Rjkh3yxjU>Zwk7ZzSTwDBTM1ib!-13#Y!Up zNmx*32rq$=I(cP`c?$iHT#h&vI0P{$${(22KW!g6*1wp7U(45NgP2ZU?c3V0`3#gs zZw5G1hD0WUldlOGKbdmrSr|rFV4NIWX<-Euvu)XoHs?!zMrg+Q`UwD@#t%X?{0@`X z$QkZNtksU4Tj0wek0WrIX}(klc#VMP1-jTmuASt0UDna+91>YL@DDOk&1d%su9hNACn}~sxGMYzU6*}CeeytpRBHx~;-Sxe zh^MJj8C#o80zdq(3Ex^Cy)DpveT zLYF9Hnqg8teb*^uEU)Zw5@{VI%%f0QJWj9kTInRG^Z7C}>9ydCgbv34FN6J>iG1Tg zzPavdkg^oF7XymQ0f+-#CfE zZT2!qgqn9JgrI^!Qs2wV3d3Q>Nu4_fFtXk;C_?4!2IVFWnh>9e*#)_A{G%MU#ZShv zna9+O#uj#^Re+CS00fNxLJ8!9^dK>X5os%`sWa;B`;n7#bJ#BnYx3yoygAUFKhm}( zNM)hBXlzTcBik_Wap&c0fdy9Iw-ReY>jQ(q_+{7INwTsBtMW^l_4AXK*2i6KNjMKe z_ge&KZLmmw^8JVr(yKzy05sOLjttNL3Mhksv44y&*;y)O3=q98qw1=t8z8gdZ=z8e3-G7>%w$9M(wX76 zKwPsVI#=(hQW|YGFeo9!$%{tjjBaM z06YNEFd!Ar<_bd%Pra7GC5p<$T1DsO^9d+k5kbzpsb*0)$*t1k=6WHxNXD9?xi*p$ z-Fslasx^K3_PWq!O{ZIy)5x^gedz<`M=4$wLZiIbL(=ESm>6Us79~}Ds6u&)5WCWb zkPyqthi#UkMxbTqZXkEdX$_fI4xeCwloqsAkC-xMc^gc}FhJxXg-MEIa>unLqRbI8 zI>rluv_=W66SYN}kxse_k@*MXekL~R;XX{hGG+BtMvfz@p*z41q~K^2FoSMvCMv06 z1^-Dz14&q-v1Jx9Q{4v_J=@VHvO7J_E?O(*)_D4eZ^dD1nldOj^ulF2ZP{4~9f)Qd zRG4}8Jq;aZq^!6-{Q4Gqq3km*k??su8YwBgbrTpfOClNd7VGgTM@2an3`FF3-wwx< zsl&s}<4FY0Mg=`3mC{+9;!bqkzMqYwZ7&X!*d+~qPjOK>M{Pos7~mFS2Q}eBB$Sdw zkx#i0mlFT|d22OK>mS*ri9S)2mk$rZ`c7>%a^0HaMHaz5+4pVn_eK-&c|#}et? zb@D?T&uY(p@#b3Qz&KGS7E-)dF8C{!hLSzh$Qto=G{UtjMU7V5Hv_3m90njDI+l1s z%t;{ZzX^nlSi-12O9}xF68S0_)Qh0|RLBx-)>l!TO1E4;J8MVNQ6u|34xb<3?jA?u z|A}7wUx7=8^!DRm=e_U=zQ&jRMbxWA?^m&t87WZ<+PAil!Bt$GR}atH0r;^V2i%bB ziU4Je^oN&oYNKlM41n7`{Yz+9boSfOOF=JACtpbA?4YrIG}K-HPC&$wcDj!tDdeV6 zHk2N!*mUk{eL-^RR-9;7;ucFHrR=nIrM zFy(tY5{yd-=~W~Ph7Zn)UcN>k`_U>}7IY7xkc(@wy(D5RZ9WZXYg=|?#MgEY_^j@I z$36=M5$nYh#uRJuX^Rw#{7?hNfhY;tfuL9JPoHx!<544#A09%BR_)kcMQRITaEmHI zG^qnE3pyczg~t~sp+kY*(E8N8dty>Fupm-3OKQ+fKCi`O@giBChc;N7V}pQkU+EnH zG8ydsQI3Yr=8XkqcVUqA+tf=^`#e`#qZD#dwo~bZn|Ne$+>+L2t;7l}!n&hp@23Wc z?>namCdS3olVOhwpB6L#5%E*;0f)m`J!#^_q@(U}ugA=b`+h3D_GgG=+?TAHMRYht zUz@|E6r4n=s_FUmcr3k40VyN%u^?rM;p8;urV}iAS=vmUvva)j*@5v?Q7bykbT8Sq zuG|n0ym+aJebP-N>DF0ycRsnP{D@JE=VSjC;HJaKAEb(#LOBzkxnDq4HVX4`Fx0r0 zBmwjLlT=aM?eHt#kl+JKJ<2eQ2^deY1~CQ+K{Fwu0q&~+_=_8m@Snliloiqv$oomN z3+jbVj8Txh5v)oa6M|U9RN%9<*j&d&3l$Xox_L+VxZ!B(b+>dfX2ZT{YIGiQXP+8ds2l#xNmf?(!GlT0VHp`CR zW`uYQFK-O5q<}BNL(rN*XMjj?N0;H1JoaM%0Mhy-05~-sK(SgZ#62txM}u^ucU}e> zCy5Z`N$|%wH8%k-P9Kl72<9$K;W0dQ?(KW1u0B%j?aPF-W#Id z6CxR7lNrza{?vZE|LBq7X>sWOf6pH*qmKg=WhCQt_U`!VQ^y+clvOsT( zFC}7L0>&JyCgZ3cEg*^E(F?Z?sq2h~r-Ff8oavT_qfQo{htQVVtHtKu{IxpHzXcfs z0ft?s(-yQ|z+oWx@owRo)^*&GffLp?jl+F&hzO2P0s@Q!;r#qVa$mm+yZ1};8kmz` z($zGpD;~SI-yjPlQ>$o(o(y$(i9n}hfUXp(QAK@)3dun=%sS5Ve2c9vAT+zZDr<{M zwnj2|C%XR0ez*KjzrW%cq7K4cqs*%=$Juyf`Ou7uZDRw7=-Hy!%I&-e2v-@Vms7i| zj5$x;senj@rpk7`{md|0Fj_Q2Rexr%8?|Gj=yD7RsgnUh-zRnbeIiJ2D8!B3QA%MP zrue?D1a$?8fu?m^{k@I3)VGV9M(_U9okDO|&-YVJ7Zr7QD&%t)JXViZ`ogpL7I72) zVt))+m6_s$e7js-&>B}g#){1z7SXc9{s3|&oQ=b=1spk(iyJTRqrGN4#|e&)pb2dd z4WN{ zdAQ}pzTj6S`nW@7WX-ituMu2VC$CBt*e8u}(jRMm+9KcBN?#D1@IU^fXkau#%_7Pr zQU&)3+S%@&#Smo{MUrXygb;9$iRDQ3{WTpHE)}$Qp21(FnCH?!qZC&JGCQ< z`at4sP>LaZQawR%sTowYnsNa1F-2I=Nokggs&JsMX3(RvV*~@r5xKvWd+sU}VqO3W zX0)q;*9D1(j)>9gzx=54NIHDnM9f2H=o%>v^qpSXa;6II(!1#0UoUZp?BhTHmAHgl zte-3ghd2!f@1GM+=j}yy8=kFbTQs=Uf6+C1j~dHTnmk7xJFI~zWDV5s#bPX!;Vb2waLranb=n3P=(o0tw*Lb@({g?apR6t}a{S7dmUt!=gbs;UZOg$5CL$Ya$oJ;^gj;TS68z zb)cBNS|rL;loOZ;KZ;BL5}AE)6eGr8U?I&?EtQb~OTzk`*@$a>1)wTlMON;YefsQp zxEwEETEkJB1(j_0xfC=p=nwcX*Z#LtZz)gPfP8gHv0=t8YL(OAVy$W?C@c1U8W1eV zH$Vw9%#EgY^j3}p52$8rqq6v-Ym8#?2uY2ljx|2h-$#H)OmLg_$#8asdo%?x$v@nl zW;IR2vC`zWx$mW>r)THb2RfF9`@#O*1M5d%H$=c_P|j*UUJ+2xC`l@)l0i~S85%yF zh$d1EeD4g@1>^1?6MWITwDSUSB|TCYg7eFrlZ>LgD65bTro-3e1%0_8@L@kG^p4vB zY^3Gu5boFlYHWVEm}IapjqiVpQbgJ^StjvrtEsAvdkvphzdyTibak&lc-m;jjTn@cH1w9 z4#kEw?Z)RVpK3teQSp@-l<4eNdlGZW@pG(Ngf^de^I9(BjW|B;-bXI@%0}qR%Ha>GSekvThVNe@@AMk>p;Q$Fx+M=z&4=j~T0)8l6`;&~>KQTl3&bY$pfb~*L~F}v zFCip;W#Gf7`J~W^NcvZF{}Or!jW^U!&bCsu`{iGRmC-=b&?sf3MsiR(AY3-mkz^LP z%iB@vMvr7$?E>h5f|%ygKDj~dB)fo+sgj$=!h(PG&*%3g^L;8U-8HRgqd?|GKMBuZ zhkAmv^@%|8MzpQl#6u_|D3=qIyhh)Eh7-V`jG{@_hta!-w5{L?zv>cUNavrA9 z-@nYyQY5@zJSSV=DtxmPar@=_Ukf)ayVc>xE|hMlEo+`r^_-{@6Qpb3LB&;vpvE0D zS0SqNXkx4SS2?9^?eQ`yYaQnmw%H9fvS5Rvn_ikv$?0_0rR~6&uT|yc^Y}7VZX2$H zVTgD=mjXce{L*!>fA1HPNqOkg6dZ-S^}f&8d1Coe>mhq-ZFA+fQOHfr--Li*$qy4ife4w(?x{K09XMju*XpM< zL}6NRFm<#=OgT1!2Q}xsy}{W83g1UCQUBwpB($-Kad&9y(38RJkkeP6vgS zay3f`2trgpGMe_$)TRWx6VM>t@9!0Ao6@l}^_9qF#z+bh9ZOevK8`P$0=^3sZnv}O zq4LHE@HN;(IKid{k0VKgk-OAHa)$4=DiK{I1=@-oO6k-UOf z&4I%MdoTzwgRlo2{9-nH45cviqC`duTDYzXA_;pPND3suOn|gFR8A4>G(@+9gOqxL z4>2x!^3rlph`K+yVj+7ldsi076=-it&`faRD zo3FIzKEB#t2m=B(C=Wv+bX)mps}E$_b(*@E?zR>G_E*s!Ado{-XExh-cpV+c9MSJs zs8{sI0Qr$f!@d5~g3ic?OG*T$JqSLRfTYU<4JV;oS7xRWP?GX93YO`dpjHs*@911r z|5ojJM`drtU^bZ?xWJnZ!(44e+DhuYsHo=qN?a@yLi&RkXxU$PYm}c`fPSr;R@IM! zRamr9VWZo_%HvF)tS=Irtc!0wx6&CmsxcTS4S{YIZb4HSmXH?8UCwg%MM>l7&qiV1 zkT><2{Lr`N;4l$gF+Uak4d>&5KyTpt`Tgnp`I+AynvsC}=E=7C(a`gXX%ehjBpmX0 zT|I(}%DzZbz~gqX&ys4s@TB{V&FYB3p3{?`@JjduR6vO6A0nn4z@Ot3ZV|mc6o1;L zm?lPnAma(mSl;*2=TcW@7F76xIo~}%MF+Ax639D;M3<2x*DqfKYujE<=5&0)9HP_4oa5Qz{RFi9PJfVU(f8|+oQ4v>s>%Rn>XoZg6$3+TlMHB%upmLai62kKRO<@Npaw=0gVxFW^n-^{K=Cc~d7Kf8J6W+-BLAriSxr}Gl(y^dh+ zaDXGy7WsaRq&!7d)g#IIP*q04`8!Y@M~Y@~e6e#Yo|dNsO%D{0Q19Jif5jJRo_qaw z*bAkOp;lCPe#XFBoMZipSkuVR1XHeZ*(~n4+KRri@2I%b!J+L2mxLT`G)W}@aQ?=8 zMLbOY^err2FZO3fBEoscF*UM4N=gykDBmT*2R@?YgB{z0v*eAG|K3b2$-Orbz9%=C z_{86l7dq1L8(!RZ(bE+6M^x;+X;?0Xb}Wln zLfWL(OG z1E_geSnja?Kq1Wjk?|(bc=F9279!n`cpTDWSUF1hWwi`u#aI`eqv`Q685yqbx+VPXI!EO-B%o3o>XRSg}OZD)nl4z4C$n z;vda-YL;)<^*><@kbIR&I+}A40A5eWOS}Qd$+YlIIUAh0YNrkLv2O_7q%E5y;fCg8 zfstly^7-lbe+Hb%jfzFQtzdMu%(^LdQBIPtGArtDWFp(rEM=DpGx3MQTGHMI+_F53 zEPO5sCI<(Q8L@TP2$3lX2WJ=^K=D9>+rf@|aHNnr{Z^jDq-VoNsWuE7jKV6M3*k3DD0JVJJ>_2_gbX9nOd(iL26imB zLk!k~ET`C{9AIF-8v3`{d&-$%OH_8d=lL|e3))xkV?lie*ggi4|2~)Hc*v(;K z%k$&-07SiJC#bU)M@qm>IN34Nzm?gS9E53vbz*dDL(he`%Qx; zU0|ZljmqGhpOSt-^wyGqV$&?pb&WR)k2iO}zzr2X?BEBN>4TG7uU7tDL*Y+q2q;r_ z<6@Ldd1O9GkP==XVTsyJ1#dB^5vimVv^`ELlXtFWK=9iu@D^qyhIoGrNMbWlk_>?q zRew^51sZ(2=l-2SL@&hPjM})W&RTRFr*_iOe+K;uio8X_e!@^Olt85G$9ME7!dNB$ z{#B^jCed^zBKtIW(ZG2O-7Mf2O%s}%fuaN1(Q4s#I@sMF73NAbB<*P8w=Pv&K-HAC z8p!HTSE@IxMrEg`(a193q4B5sX4Ra%EK`@;ODdif+Ike(D#~}2dK{Weq6S=(8>_d{*3RC7c!Qjjm?245 z1Nz9JZ$RsT;UZ~!zOu}Wwn^E{?PT8#S~Eh##6Y4ftu7(o zOV|8KPmQ{|&gj_U@z_88T6#GN?jb+0wiml{=Y-s!TrF};otOV>6^P!w^*)GN9nHnfYlwD*f_@YH+|Z(*k@Hmu*Q**BL)f6 zEe~a@L`SP6geiOHWnPG2Ifa-CI-{dJOE_1gRyVImj>;`>yC@N4rHn@-;nQyMt@Sp$ zn%zL#Oz~Nnk-`a%{Fz^%<=p@i#L#h4gSwx6u8%5{VksO+eyW#y79u-5i}yK7cF8Ik zt9BcQm5LMtXG#MpPm8FVApxKTh@m&~yajWI0kC@$C-}54!};;SmaExp{_l%%UKxmw z>Zj-7V!T~B{i=?!dfx0So7qBMBv?JhOZ0I_&uuqM%&3St+sNBhb97VRRKetI-6@wjNf!%jiNy zu8l%^b~DSzs1-?mkZXRi3I(FEA54sWmf>zEdN)pteE*1_6qB9QwPecG`}39NBj|i; zWTI*(f$Ar+J<5T22Tv8G1K}&Yh5(2Zd!t@I(3bYnno7GCP`ta(#sd|^UqK)Wm{@U) zu%lZRe#IE7fc*<9ctS&b(P9Xj=LQi);c;14jL0qgMk1_ zlAH>@D;`MLBdND0sg z@`tf~8NXK8Th?ho15IB&^8ERn^u&L^p8buZxruEAyxlLHwh_=j7paESGWaPMVk83{L^6Jj@&@35XS91jG9=c5d$Agl;omc+njMXt2__;rBXYv1z*#fB2 zBY8a+#jOd?+PY6lP84YX@%fE{)JkE9WBI<>tFN5JN=$Ke#5FlzhT6`+i@CTix>;YI zc4m7lhFS$7F&-c2BM2?PBpMn$VQgCJW?W5y-Z5=r2tN`d25 zLZ{9d7+P2W1vqc-{H50;tEF|nQr1b&G%Ri4aoK{nJefQIxHN> ze+_)%=IIIJdfcWyC*x zr-mS*IhzI$)$Ctn$T5-RZsM2MWhMHDHTjo@l86)WFBiS$RB{`N95aN%ble9ZAbNVz_GRf0E zWWsPk=S-n0#tR|(hMziqXRA0fw1CgK|>!=Bu`%JN=}b+ zvxT}zcC#qvckD9Q>tRWE%z@l=qnL=RkvFh8QNQ5BUsfn=5`WoSVT~`#O`v;s)7^XZ zN{d(L5WxgEgGDHtrP2{ChJJL(I5EO8d8x~1;=$R*xX4M-S<}cnp6_?h0x1JsP%?CK z8z6)bUacR6D=4y^-KKLe9M7JHohr?2m`s1$ZvjdhMC8#lZy7UvkV2vuqCO})2oOXD zX(Y{D?NWluS*RGjl(43%GFmD$bq)Ko`TIL6R$K%aZ!8%Ear&(nI}!jA;*MG)98-oe z1i5e_xVI%~&`*HX0(yQ~j#&iSnYDQD`p`HZ<*_k@92vw%P z_92(e1$(}({6=;8)-U3N?}zEjuEe{iI>9X^X;jQxHdS7={&BZ_Q`>S-L97?MBX|jB z{7dU$ECb+s>SDHk_LJnKflpkHf(Vu&JR3(o?DEqouSAR|dwed`NG#@(u}6&mf}^u! z3#erajXr+(>(Qc+T{otpvc9X(K;PjOsBp*tj@+NUR%4ME3=tuCAY9P_?n0y!CdC-z zq5l9HINSEgq~@GlV&ldrGR;OAuYzTWrB;8p$UAZR>lDW^VU()fbXw}_c%3>WWqT4= zo!e}M!{PUTaTj?IRL+;n<&BvW#Q;4+bVmn-_E)1_FjHcU#XRy><8cnCg((X7J<@< zljfi#d%*tAoZ=_(z>@vbsGi;(F!y-VvC$LBT3UE;3a2mYLXTVnkb54!LO97^2i}QH zZ)PFdS$1Ga1d6#jLSQC&7;l=a1wcV|j~t%?ynnXGZEZL+ zT>&a$>}lXEI+&NZCjd^iTT2WqT|n%DN+He>59K8;8qA=97U0&gQf>w1>$@Kb(6w_lHJY3CUKFmV#a?$lNq#1s zR6^Ibmvl6!IaVumZtTzHC*yc!a%Kl& z+uf$*`e#Y5Tf^JpDN<7hr`dSb^J9nW<&C2&0VhrpdT}s;5&IdlogeA4@z^v9v{JCY z5UE9LY$4eQMkp%9zfA6uM6_IEj3V_#dO;qFd09TcBj1V7JA!)EYqu>yz(cN$rKQ&S zM}-WWV3$yTAL^b$A!ituzyyUDK9=Bv@p0rgQZ~W!vN=FzA8IN5mxW+30B@=eA&CIY z9Vuq_FLM0-dGAp*wf)yGuls))a^yZe&mSpAItSg>-B{C_CGaYJ7$m(2*uj{Dnxp)e zYRxX0&y|&w?EI6kQ~wWJ=h$3XxHa0?wr%bt9d*288y(xWZQHhO+fF*RI(8@N@aEKe z?pt-M?hja1>%&^}na{)+|FXpdKjU=F7U~ZJW7`ngk0(szPnPZx&G6doz5hlb?RS?w z<@%I8Ik5de<{Dk%#ffNGW8VTNJtD^^o)EU~hql3We)5(II@y=7zcr5D4i}-j32`fc zfD;_#6JwnGy&w4iI@r83Z2vRPB9`zPOS~*kOn;7|du=|YUjVzcL5GVt)A|Kx|e2T14D<}lI@hu{FMny0Vl;%e45W{`I+BG1)&_9rj>bTk$SbtDXBogY z+1K7c5Tgd0wOp^!h5PuAk^c0y=ZwgX`!}ZjMC#l`}v7V+`uWS|Lvb+*qHOL zKEu~K@g0nVEB{~&EW(>3ScFoe2{rj? zh*phlT+SjL0ZRHaC(O*5i6X!Pc5W+*kzTMMi9nl$-*@bVWG~~~EYOs$-Nb;yru_k$ z$L}F)7sRS|ZnEMQx6>U=k}`gTOE}TUvoP?&}XXJ5nz2_s1Rrx8lb4jl!X)k5&#W+FbfQ7a=Z-E zAVh(`h|&v&7~Tv`>^)7GA^{}|@W{uv`pT!P?n$*{r|Mp9{nE2%9e;gqyG5^O_hUAP zhnO4`%xhOqZ*@86v-A5@sj$m)>ax=ti!+-rIQq`CIinzF65&sb<7lH3VxxYZ;OAMR z77(@}?VIs(2;uL146|Fb-=N0QLw0nKYAGFHVSqfEOrwE$z$FnT_G7>z&SVA&^-;0j zS{+kcOC9iwUG^JJF40OI{ldmsZEiY9%QuK}s+7$SfezrK>xrNVsX?FFfe%T$lL0quRt&RqwF9(9Ve)EyXP0}rm$anB*H7@@E9Oi0SsMW zotu2sBH3@h?Uju-Tmu{M4W9#2Hx(ohH74W+$uE6B%b)OD&C7 z7^7kFh9{AdGg~#7ZVMY&bMx{`ZR@)PJ!d(x3zcty*Z-=2R$8iH#A*l>I_jCAyYW?S zU~a5ezywXKPOj#CtmkDYd4QpA+(Ne_dO95YXXLmMY%8v*Yj``~B|I<626?BHvu;}< zDJ^cXdn2>CxMOU=0wz6R(i<^Gs^Use)RFs@8+(jYX+H0W34hppkCr1+k|$lOyWKok z=fRum>3@u;Zjk;Kwsc(%_VRyuCrB}n*9;zC6s~GS971oC7h%LkvcZ8xj#ueGAppo> z*g>ETzTd_9MU#X08iGy*3!kLM^iN5vZ9>v^E9h$@-L577$!@O|XyyNkwiuNoJ?m<` z@#;&;t#*8=8R|kV7H1in{`#9X4RC1mDm7<8Je1ay19lB;pZIzT4_~ zzpj>yL(|OgCjG$Y^#T}D1V_kgwb|OVM7>QmL)fC$dI}ErV88Ep-SouNO<>1O$U+Ev zoPvIkBMO(A7&>tYx9Cr*)!;=Di+&i`J(}bN5uG7bh*1)2DNRW!%CQEckQw^2>Pv`? z%Dcfn6C zZ((k};qEJotNjU=1zNBA@)srxA(fI>42rq)0X-ohzASQ!Ml@cuhV}b^gNq~QFkz06 zNzV%9PN;peed2YR#drG8$+QSEmOsX9a9+){<^YrXS9^hvmK655c6yO-;M6FC=m)I< z8VCyU_%CTeRy&?TySffOih1|HsNG|1Ug@1ibgl<#P?&dyx0&bGTD~7$fB8Kj8Sx)_ z?)&Rs<_#fEld;Ni`m7@qT`t!g-e2y<)7xzf1$VU0EaZgm*DB&a5jAS_={WpLm z9jz?oM*cRG zt}R~|dq$}DIZf#@(Sz4xPti>xtn*PK4^{5fOS} z%eFa};lwvMM%%7~P0Qq>ukuS(x)#oVxD2z4a)MnlYPC^*jKA;9qkQk{-<)48IT3jn zisnOIF}!-LEd-=@sC~9EMUBiwsVNeagg%vRQ|llJa`d`(iW+GDZ;W?OoY|5#kb$bX zKHW^kbWa0BNsM=;g)C2Q?!%B#7#flus#g0kAQQBi{>G<;;#ynfjT_NBQgcg|)i>oL zZjjxsR*1rk_66<_v?QDkH<3i5`cz)C`ii`9P#Ksw=-Y%2Xld}R(E|ksJ=>Fy9WDm7<8PscHDlDlJ9=a(9H!r0>+$e(M9Qn3>eQWhy*-QbkW2C_vOksvX|Y1$yD%o<47N*CRN#m7&+ zST&qQ;;k0Uk8~2mB%|3f|B^;W?MlC zVu5>y@ONwRG+4|2s)t)M4{O{Lx&6z&8YV_HZHvGG*`e6}G_Uyqw%O@swHkuBqB~Au zM1Eb#SY1$ z_a4dK8Rd=L-cD;LREtlzsgFc#%-9j?7sg*0*O{VNHb+k($z2`9t1VMpZ?wDu_VK08f<02{XV&lZhq{8aWiUhp1M+nIJHtfTJYEq|U zC_qe4P{H)dK+~asNZcTxVMZ%`mY(Lc1xvf(?RM0)t$={mI&rsQeS@S3%DE!?`)Cdp zrO@vrd49t*w@nRkiDCgiT?(ogg8K0`b8R1DXkPWNg-I znEEPIkpeV4GTd2L+SBraJ^0VG!`->(99FUO^7~s$ts$;_m%?Hjonko|Y(&Rquh`GIVT`5*a9+-P=j%|AR31lzZ;my!kaA27!d7=5y z24C{Z69d9_4SOP*SupuSs~j0_bzewX3t^MF=S0>D)dH2Ba^+zniy&FMP2Blkx8rPg z?FSd5W9sO?RVuf&`_QE|RmJ3=$kgIHKcjj@_)zGgb;s3&Tgp=$RLLaVjw48QAqG^E z{ll<;og@(NuaELfsfFH4Q{-{{j*2Fp5Hak(hLtHxqMVh|s@gN{W}fB09_2~zlDf(x zGE^trZQA8#1ZH1;QFsn1A7{-vqBfGL|2Qitn+NMmGdq z9#=Cl5Ex42M?+?mX;_?eKdghM2Sf(Y-Q?c)Z@vIOw7Tjzyd3n!?z~MKfL|1}na!M0 z>UQ$#z9DR=P=%x`-Z4l4P!{#^I3kxZz7{K%y*e{z9?PPhiCvLHW1(i75`{-y6Ms3i z?WUT23I=~nMGYH=EZi&O#0_%TY;XxPM91{A$l*;(hLYj1NucE`;2B$6novB(6Ro6| zV*iS3=;QiHW;){@>d9A|8(J8Dl*6ZR+x=eD>(HCi^~2p2g9P!>EP0e z)9SROU7?sdaI5YmU#qLGGM0#cuDnd4FL}JZqOYo5t|0mwsJ}gMNtG``pE2W-mACPz zQa94$$#8BUaJzNov_QNPC|=nhBM+%r5K~=j0-Y+VC->^<@DQbXQ8mhdkIr$q1pF(0 zp~xfzOlN&%pVY|QsnIkXNEXr-3w9WwiV;y_w+=WPxte09*o$;5hk-V@ueEQ`xFqyP0{dl;zAA^ zFr`1QTGk0(t?icSpSDNAcO0#tWa5Z==P_=SByj%&!e3K%IWS=$oY$amK)#K&5i-dN z0tiB3H2+KfxfZc`I;()l<3Zx)czxfCG_O5Z;Om`HymdHS&|ZV*fL+DBxwQ0`3>5SG z8u#ris62>N!gx~>HfL`+>0r9ZI4CdEUUGbluY`693X)}oSQS9uBd61MT_x5}e!Grd z_wFFo5w!5n)2JDAG(M{X||bhZXjlahf)Cl^A6@><~`Gr5K40m$~a1|?3f zGxRy{2u0^d&l5&?S1Tv~*D9Ti(e*^QR;<%-kX@`L+E(squ__HC_%v7q@1)0Mr7F?x zBzGrD)JKLhK<>$f@J@gv77rmv)WQle1wG0Wn|vE0ku@C!lyY;ooTVL%^__qNUZ)+Ou9u|qt zJHk_%hx8n1dvxW9R)7gBlE!G&!Pbh$;9*8OV(P>Fyp8fL+%tBxn)oyC6~?47|CmkI zP0#y2V6fwReQzLi6ni<6h0V$QV=nlF-BQaN9?=ij&785(W@i@{zz8}h2E7mt%2=;N z45^6TFrJ^(DY=Fzi4h>q&n?FP`YFzKZn|c_)6w|AK2@91?4&d|!pG)$DPND4we)lr zT@>)t+l4I$C6MpgFF63kghz97pf8;Zvq0spBB}XnEWto!a=kb`fgLWgOg77ug>(Bk z%TM9#HwEh92}CjV4b_hS6JShhuH6+QUDc>c^JicZ;?QX7?M2z0goE|kc+B(J-KZO zsw+;n6&Q5`35ezjSdiT^R1?2rO-=JRxLRL?^kJu&n$OR7;)yatusd{@5>sNa;m+uS zjR3dZ2pSNaV55E4*l2s)9J9o$VTEBzig_7-EF9aDLa1_F5m@3x2f}PHhFSRzek!}c zU;hvE2YQsEu*iMq62zOv5Utc2Ma(x#*(kL?hAV=7bn~$?ISGLxS=6>RSeW50?k0|i zxuTt-M>v*=B^r2e3fxBJTHmPL=T6BR7ev15bG|L1T7EqijlKZ4|CdR&z3MokMQJAW<5E9=kj5rgE-qX>95CD|c1|)W8WW zz=k@E#y}cx&4gY9!bpM9n8%Vyus8(qN~O)#1VQ*Xon*)x6n$+KPx} zU`O^i%QJ(-`nh{6%;dixn`G;@JXW&5t)R%Q#i`W?s05-Jd#&=cbQ-e4%~zbCsIEW! zK*rycv+`Q8I-{!>C}X!>Zwi_3m-xQMr4|jtI7(xu;P*WOJ;TEk#L?iFy)2{32)P#;}7?t@n4PfPu1pN=*swJ>Er{lN>&F^w2LbE4_y~i zU3#-Vaf{O~Q*~24MJrC4WjDX6B1WPb*v6pNV%Rwyfihe6nKm9Gr8=`9b^d?)iEo|m zXD3Ry9^Q|onZE{ZKKh*z(9o6~cy~D6ply5yEgHpKrw>tHVTm+-A=Sq?ts;?tcm1h_ z)bR(;Ot(gqpWY4K+f!GGE4Y`-zma9verVyK!S6QTm;M!Baq4nmn805@fZ2E?tas3CiQOH< zLPjOgn%N8hGs^yIkcvIG)BIYBvVHou=$U9u%dgn?an$gHy?|i*Ryw4!69wF| zTqKlJE~Q;9cI;GkUN-Jjv9_c9mvDdW)<&4Cv7JF%-s;Zi8`HCEhx@>YQ2!dE5sRp& z5K*r^_3)|A0FyV}R(NH*Zu4p3Au+)pU%R@^ z&zZ_gBUSGH`jnxk%S~ZtQQ{|AeFBRO5ln-`rf8s)8Em-;POkqt<%P=8cdM&}H_GV& z1qb)e&CGGO!{N!+bC|`n=ZXG2&OEbWpFSFtXP%XaTv2@aPuVrdY3AKH8_}WynReuU zP;?lvZ#pEJ#3_Dum9gVGHpT5I&$r8Dgpp?XCLPm=HDD_{l1`e_Sn0kJ zrnV+1?01Kp2G4$CNZv+Co)sPI;Yy4V=_qXkYHVvUMI-udgl&2CwL(sMxn$LTRw&Oe z!ZL71ENXqX+P;Tv;$G?P&LYA@3i;(g zXVFTcg`2WzRo|c|HBeALoKGp)*t}%c7 zEkWb{bNju$wfxb^YW!cnp9$rjhC((HGO{Z=K79x4PGmx1{~~ za)mDSd$n2vC41>clI~1R-tQG5Vg5zSiE7a(tZ#rwOWkj}iT^w>7bq}tPjz?0oijU8 zmc^XKqAFRciKrv{c%qiniwmF<@;HvG@riy`I*;6{e+m7lE1Tl$Rm3^gq3evUCE)Y? zYktEbD#;*ZDMz~xlHSElL|{6O`KmU%O5aP=zuN13RkEt*xm*3#y^cqj5=K8WnEj&{ z+HYbjhBsGGy90d-e0*kgpJ$>d^-lygKXuzcvuyz#W*WduI|y0t<#Kwj*e!2|xz?Kn z2B*~%M`aKf;#6+q?@DcqovruVTZQ-IRMDPKWT6uiQR0#k0$(o$j zkfku+WX6Pxo4~q?NG)Wzuk|ScCb@ht765AcL56^ssAkz@G>ix3FWdJMC}1fGqN)+E z_v-odYm+2@*))|tzFXgmHMbaWrsP1QyhdHCP{-XJawVPfH}~;5Umy$bnvHsfPKI z-Q0nhy&a>k#mHPz$-^wqoTLK9nV5mjgcLpeGWq0Rxri?0D_`>=;a=f$Hq}{A!WQ4< zQ6GF3Ia^zCcWRr?JwMC#_n2cL$-@lCe=FgVl8Yz?kkiSXv}7=)v+gS^bv;&RI-Jbi z9!KX1_(-VCvtxuSDQYwOP5kj zMD@0&JmRfeO|P+>5^&k)uLAkN4H&sZh10R73^vOzW5HO)?YZ8`V>|8{g%9& za%U}qC2-Mj+|=o}+ew_tB@pD+48uEExrOCnjq<4^H{1JALlAHfbu!{B+jjh-whRAJ z)FHG_V9f5+GxA;WIu|RqUGz)Vs9**BsXqVJ7SmDVYQ+eLin0tQ)`y=KVnip*HgK*& zuTN9PeqQC%^|bQ4ZG&)M|KF->&(pr2v>PhES}uFY-g;$gr*P|uaS1$5JxX%B7M&R| z8nBvDpHQe+i>(U43Azr>lvXU^SSG}S-B2o`&HRDWvj@gwP!6(&S?U~&^8pr42SF}| z4zSgQvH1@UT>04A$o4-XtSP zBtAs$wlf#IwSKRiK}3V76YjGBc)xLTxrPqX1lA$NY;(Lx#*gp_pabnz6e41!*Mi%n zA6ZYt8@mb*8DHPnciNvWCiVZr2iu#H>i?Vo1>d@8GPeCm3-u?!_yTVvPTf&W*7f1f zTpY8&tAEsLxZK7q{aBxP9MLg85AC>|9BN+g%R@QAPv=vCk0pVe<~n5tYqT%d)0KU; zvb<0@Vt1Vuw-k%20un6{$M*^s!G{XkIrbBA#Olx$Es;&b}Y!Kg*=4eA2loY8(DW!PDtA6p`({F`O^u_aFVXSuaxz zt06u);~Nvx1Kh&3H}W=P30|Z+C?5E8M`m?(4GdZHYAJt2C6BY-$QSuFsKX|m; zXQRu$9}Vq^QniNzYb6wBUBZah3F1)fP9Zs7Qs9+d+Hh7OHeQ4N4n$#FcT5(dz46BN zIq^Q>Z|2J01Ny08l?+pep>lJLpL6C`9drNb!~JDKI^cZ>0fewSTQdEFWl)cgh7t81 zlY}qH4--TQO)xvpov` zBZ2&5O%Mx=O7e~3?%KWJ=q7~1;{8)qc<8_{ZlV2d$GxSRT)zQIBz<^1NxR$Ep_4-= z@*6yozkc_GoAps8^9Vmw!r6||s7L~4Nk*-;0Evu(d zPqp9M3s|5RYs<~c@js#+%f}4Ds@BlA4~UCTeX3efK`h6ypUrlHnG}1*$KGkT{=*9L zh!*Yc9OO1UOd=ZbN7_0X0X1Lm5hZG7?q3iWzB1qSra~X+-EdU;Syri8OkIUj$X(F<>ew?mF4qYo^VK zY-xH5QE!lr)p4wmXG_Z*#UN4ftg;|Bo?>FGz~g$zAQjFrU4?F={xU&giYxs34=%=dd96m$dahYqG@J_S`Yeo z&n+2FB1`TU+%6ujXaByv2FZOaV|^rJp46z_;D`g z1OIilE2jzeUeZrb3j-g)l5MEMW&W{1p5zWXbF zJPnv}+nLPSCEMJFoP#!b1bht>6=_G)SQT=fx+@RE9@NaVmo!Iu8n+02yZ63U&$a9p znR_y?{B{PtY-1S}?6A*67}iQ0uxO4)bTB)F&1+CC)@DB-l;bz#B7#^ z#NVnlBo6F{Me#%Zs{R7Llcz{6`;kT{Rs=4&p~9Xa)N0kbp2sCt(7Im7Zne=&i%zzL zk*enJQSnleRsU)(nSZCHM`ckAT?q*Yoy9JVy9~oH2R@f$Rn)@lNmj;iF->wamILVy zxHsXBL!KDU>%Ly=au7lt$tdNOM$#yRd5E(10_(ttfF8%0DVI#dC zD@8oSh_2o6p_%~A0%dwzR#52;XW`FxinqpNM#BZ%XHCIxVo}SO<#^wgIx!=y#!+l+n#;dpOjZ@#Vz|x3z1dTmJ zZgn#y7MQ~bPvFF`TY@&G6oS8sjc;u0er=bpk3pxZAdN9G|23C&)|2f|C)-yWa%N{9 zk?{cDOGNnKi9ZnfgcL_h9^QX&_$?H0k%haDH@Y=kKg)LAXJ)_!&%hj3_&?k}|NUXp zkzeCgLg9{VML=ILeD>Hb;&J`$YP;!;Izt|{`}W~{CTqxDe6GCpjbmOD`=;N_HmBZua%B9M1 zH*eRzYhWE{n9L)$0wCqI^Jc?@A|JocppH|MNDrAuV&rO^&czLgD+`w*W0B_i6;*|H zGEnI-h7?1H(U?S%GO)xm4%3AKqFY1N4l=Q~4LmLqIXMxf_F%9#7zwfSxnXpJGH3tQ z=rQ5Zr0gsGHJk1;x@F_E-DM6T&M=Vgk7ba#2TAGqh>j?s3JEgcT2@`Ir`S`sF{(17 z81?N0v?lWXuEvQ5&Z`50^DJ% ziVQO?~Cuwf-H0|kpu?7@V&e<$S@6Y#Ot4_xvYf>z@fq0uRmq1S{1 zg@dN_Man8qVaOk0pyZ5cRuxgeo75`%$tA_yn(YFKz86vFM6~+hT3n)#$RuHj23Zbj zHMg9-yek@s%6$c~;~{d!=iybZBVqihcS#JC!{|aRg}d96j;L)ilIP;M9f={Eum}Lu zy5Ct<#hZ)C_Da1`EroGVLk=xDqKymFWV%>}GM!{Es7}*Qx!q0u9_rLu@m`A$gKN-p zt9=}|cbpqfV$#JzIJ)8U${t1W`Pu%!aU9Qst-Y?Sq>J$|o;RCr<2BG#=5D;JVC;09 z$k~Fw8&c-Rb;oi|-vdrFyD*dUIjG#62j}<%%c_ipf(4kZ+oor(p51pv{9H)2_GLS% zBXV+O)m{m3Sf8u^xjYO>`lIj=p!J-t%72oYMQc&Uq2hvQ=b+&EE<{TxsYcb?U%6vs z2Ho|RIm+$jy-(x;bkvy&(LnG56AXy3Cc_YL1807@G}Y=k^tf+PP582ZR6ePpLUM)z zd|0@jg=g!yh-E&PST>4L>BvksBK#&!sX~Y9HY3!-Gnc7!F&}+yPk1^(;L--n*CCY@5+Kj7yeXQ~0vOK;cfZ1A$Gg}cud@)_frh0I)880%s(lzo{e z2X7&Icn8EPyxF=NCo%P^{WbS6U?G0xbOb52@3pEA4UElk^oD3KAvC5!FuX1~^x%P| zwG2X441Hw1wrC}siSEhI69NO7ub#mI3E$l?0u>awxv6b#wnIYCxW3W^voZcNW|xnM z!#)411K>r-?||2Om5m56TpSW#;%uZ`lZd_pka}oCd)z~P2lF@tW9V+u2%bd%4G6eV zu;m}?JR_fugi11&)`L2(RA1Y*dP-rm(~k0h;-*B3wr^4kD*ss~h1@*d2@m6CF}YD# zK1{&y0ZT~UDQqHdYvaQfKqTU?+bfxCaK|DQsHLc_-yOE!{%9cf;gm!&3n0P9d*Fsz zG~7eALyS9Mn5GE(9zytj&mbwgA{Q+q=}Krmo&q;XvG=PcucG@-t#1B>|WlJ3ui+rG-V01U4koOBa-S=U5R&ObZZCj@S-HIaS1md}nW>Bb{U8#zepi|9%0SRB3+=TLP zKEIo4j}j+7Mgrz85J4;o!G@iJ6J+_^BL@a!ij;t*7pMc>L?UbXJ%x%VC4%U2Tsuis znvUP+hzyQQD0^1~4JE5@Z!$_DOnzDbvuPAAr`JBuye9!CWLvR2*j@)9sYQ1DpsvF(yL54$ zm9f}Qo8*k}OOnRxt^ginFIMWPvY=n_)-SEH7>0Jb?~i<>J!AhHoy%3t(`4n?%)F1c zX*`L|q>=TLl1V6)R_1Q--#7J7aA2n%O`eel7`+|+wPE&lceO^1 zh}NI4ds|4JK_Xa?pHdCL=f~`|FUCRu8;{WdiQ1VI$#8KX~$B-{rKp@(D$6?K1WY4gdZD77_=wGc; zulrFN)s%8irJPi-iz}525!?DL7vgWb=7xs@3tM^6-0eMgWn%KUPiQx5pXa#_3{^l0 zsE4yLftfM$a0<+lx9}ZZGCP`mINewf3E-Fprc4&PgD@~Yz$Tm<<0M9-7DQ&@(alq& z^*Q!vrB4Y&B)U;AHO}AHI=KDXYlUFIXi27x*t2$^2*{oL5lq4T_B~b-2NBGft;Gi94aR_Tu`KF?sy1dh3Qr06&ys8QE6}pwzzoj1TaD*HW z@a^|Qw`3u*IQ~pw{L{v8On+ZCGx2mQug95#KugA;hcaxP4w3zV^*n_ac}*;t__C~i z$2cqdH!B)!a#CjtXZtc3{1O!uIxBUcJtmx=SFj!ivjOMAq&(LoqW;_S`gub9xle2k zis+fF5NMr#j0pt76k34dB>^;s;spQ+eVHGqn`Lh&=bP_0X*oQ6SM|xLyzSwu5Y< zNU*;4sruqPEDo8&K;02-IZ;BGkPb+{HO0BV(560thb3wd&!zG&g(_0ZA$^q6nw~B) z1%UGr6KO>W3CnjmAHp=G77r~1R>JW@3KGsubfBUBG*HHAOK68hsXIDE4RE!e z+1vJVEjzGG>76W?4`L@ags-Ps{ie2-Xm_#N|4&KXo(`@4iyQiF@FlJ7r1k52Oqk40 zDRZAb`^gG=F5fGRLyygnN`n&vI#s+|7hW_?w2tDx(`#Z0erkJ*}44RPT6IsN0r zzS0q4P;zHB7A2{7Si7|4YkJF|=3Y%heo$(n4WY%j+S;>I@g={ZVa-n5_R>0rmp^-&+PYRz55P}kI&wedJIKd(Db*P0G3YzYbY_kh8~uV@-6KH(9rK`_H7)IoJADITMiega>w6bat?>wi+}C#C{OA7zB{Q<;02)N9Tu#E zN?vj9`JAx5zE})7f6(dl>RQRZ1bqFY1K#XVKfs3InY=IeP$k+0#mc!OKUzdU!2;JF zJQ^?kIHmoUEd3rNY<)^OhVIAh^vI{JLv#!Qz=TCwPg9WzAo>0G^C318r`}Lw4I@>n zh(%zSLUo`zD2jTnT5>e~nv@Ve=W1!E`6UtiHQ?ZuF3Ce>GT6{SD!nODBZ0_ngk}}N0@Y>QAQ;4L@IKtCi3pt zZy3}tu$5FF0yDynt#9TN{ETM-BTR+U635VbkpxV}$#Ca;CwT2bpmM%~;BNkasl7iZ z*ksk5sQV~BTpTk?2nVDX%(Sq;Y_26g5Ld3nzEA`TO*2T@rn(Ic$@5Z6uwWC$+Q80w z$MYv=KMF{7he%~&ERZlBy;?IJQ)&aM-i+`ESOh3$vQ;4+9+@ENdT20<=;b&GK{83T z3WoV@bZi0Cy2gqQ%FylbStu+xj_-RCN~PhXcCuG?o}>7Z z499mbIwBq1(*N1wfB9Aw4!%4;u>4`E!1qEQr@E_~S^T;q{#t-2otV4c?i#zCFXr{l zG%#8@!Og|kgNM%=?qg)KSa?r7sjK!mzCWKbV(s+1`Z&oaWfwm9bE%2sli6+eSHb3K zA|0EfuixR|I#b?6#*a#SM{fGY)K$3y=)|PL83A5B1*$QKbeKA;Ps3G7}=2~*a7h=P%2tP53!&<#{z3_u}w^_R>A2`3p8`VHZx zjii64pO^2+aE9vqEZrG^|%*wVeJs2^Q&QptG zkljGej<&P!5Xbs>k{cGLZk2$)v~O+_vT>~G82^()l3ojsK#Hc-hUgV+as|qjXuk8?ekP6 z6()D#%S-sDQ(yA5jSQLseFfu^l_Pt6e6at5DPI19$`+zC?T={8v-3PYnTKB=Oh)a# z0NC-FNA#4FMw;MvH6+YWIk6~MjV+wVfaPdeEcSq|_woBFbz@t)GjdA( zZVkUS;mDeDOlplj@Hn2%y_-BvrVz!=KGiujJkx+95>Y1pWy8f?{miIJLCDwTYr^VA z*P%^~LNYfR+R+1+r87vDpFt#724+lNwQ~x(2xv*Bx;z?BVMc(lyuA#N|Smo9;j}#+q z9wh4~R8JK?0Guy^V}YxP_>IbgrSDI`F}RGv7e6kc4}3Y$%K?Ts(n71jtg+*)Vo?%F z4bcWbS13EPvOU@Tfyx%4z%s>|oKVw>2LXd6N-0{xbnIuv2(YFIfUeGl8_s%^z_`@b zk}PWnsZe;2BGPv^Q(TsPi(VRX0taOg!a0}#J<<1@jpgp0NZC<0qb?KhdL5!C_I;>% z)OdsD;6uT?BV}yk7jjm0`F*UqE^8!qg&>T>;u*}S;!o5qp%SO!#@JINvYM_GD_1#@ zk3X#dzvJVpF;h>I-Qi=3^egkbSgviIMh5s9#2$`hjMo~|= zB3N>8qoiR^@;B9Yh@6(3*ymuqhhI$lQLCDuTb0}7FtIF7AuZAMexhRa@H`Yn%u$R} z|Csq_!Ld9)&16&wN#JW#paA#{b^=0k1m1p*O@y1&YtvKdj-(AHKWhXP1`(|>F+KaS zN7rvHrt4roGX23uAE)x!MqDb_Sd7hOFuyfy(+fq#Y;j6Goee!>wBnkaM7;>y(^5By zimTDJJie$k+x2wyg-cpZ;&a{G+|o^gr53?Z-yETDRXfE#d3IW6?b_b%7DiB)+n?ht_^*CQ$Xy`Hr=fAY6RC&vY1PL^*dt7 zlS<}FUlaTIMP-aM+48b>6s}$TlB^nQvUwn1jSbHJ;T&v@>pf9K0Pk!p5}!C&tExkK zw6n|k*_*#@RqT`c2phX{sWSu>9@2P;+X|RG76$aKPHmv6>`!(&j!5FvGmXa#?@?=g zgbGYZNXYk9$4YA5mKZ`YU>W5dkuzY9uSH#WpL~O&M&WBd-kzT&8=*RUU;B>tfOp?r zzB8@&sa=%5zf18WdJ6l4FN!w(pQ zD0rn50uBMsICztY=qrIj<(9~+vlV$wd;NjW0#d|aFus!Dfc@Yk8Iod%c1yh{_p%xE zhSw~m^?#wW1Ivh0cKVyk*bdn(6ut~R&um-zPsF8B>GirYr2UR5Y8#rHBh_xr6%5r# zl&Gi*=1e4N0kls9+XGY!82W3*BA`FQ-E9gAY3Yt)3`AcM?$Jx$RfZ8E%VURMimk8POQI_iH0f-%oY9IWyEm@>jT zbYJe$3N8o+5hx+SIhOJ#jmS;5Tf zDXa6E`V+RF*&<4==T!P$nM~#xtH|r^^U6zi*Xh*W^OoH*g$?!@OBSSFa0y+dd_)n3 z?T4ruRB{)~#Uce9`y;yBtwwAyyME#c%Sv?hnO5l^QhT|t{$p^rs~u6W*WZz}WJ>gW zz*u*Qy=0j9cJu5`odI*S;EAG)yRhFGT#jhM21Qr1DsLySpum3%&m|r04d`8(#wVrnJ;9cT!4*^_uf1(WQw-vPr9OO zlK&e5h|3ia2FeDqu?h&T?znzm)@B|Eq@%9_?A1VLx5qZXm) zvDPlKW#vXN@tW>-`>~ONXLePqtJTe(OUKu{R6%!uk2v3 zq0}TsN~z6@YNP@KR`qC!AmWP_{r&lM>Al?eSb7kiS*u*4e z9Bk)S;~|S`0R;iukM_l9`Yv@BJs)HCjc<_N`~B320!}cosy2CY5?UFI4Mh;3SE|1M zjEpnd{sc1-N^eB|7A>=3^hSviv=!?Akad<#afVx$ZrmDox5nMwwQ+ZM0)*fe+}$C# zySuv++}+(Rfdt9$);Uu(_0BKo4_&qI{j9y#wIG;6=3wt@y%DhcS&H^sdp3hkzNT(_ zHnrcKykxf6U6E?-eEG`23WI1cp|Z3g&s8ItE!y3uB)-7~a8f{jI=duljILV@vX&_Qg zRk=l8!;qxzqTFa2beflYG}Ha1X=E%R+J1Z10JQEHwoC|()>6nt84p*v+7Bn>byTD( z*R+3j0?QL38_4M9LvUEff$qz<{MJT)6Na4@dHhdLlyU@oUq2k5X)SyZNH$;akQ;?; zsA@nswCK2vRQSUTWj5w8f?Z|{e-~KArMy_lmJ79N!Yq{Pg-eF-nnMG>1hKT(XYDu@ zut?ys=+P}jQQc(}ft%Gr1=ITJuh@jITb?F%KBdt%r7%SC5W}W+)4G?dqi+0DuQ!Z4 z_h6Bh^NMY_Mv1~Fyfg{L4t9K42IN}Zl!4D}ZSaaFi6VZtUg7(|Aq`*1^*|{aQl`m@ za-n*3=!Rj-GhpP&w=BdCH+>Cngpa>xpal}Pvd+9{%Kpc6fdM4Beuu39J00aB;4w!a`#O)HT-Pkk7(Nuw?$ouID zQC1>O^hL%(N%YvF2b0{;uBJ@(`UqYZ#CB*&fKjfLj>9;CkOT!t*w8@9RHfAZx&l21 zh%SsohDjC(7XnygGzefp4pc~zgiqyN7CYVy4v&)Ycf1b2so%1 z#rbD>x*q5KC*0QWs150ra^d%3$@a)UW%s5NI1%Y!D*Rd5%SWSF={e6vh$tvu^>V8E zp-al=e5VTdyuuLXa*`(G`Co4o*-Z&Ndd$S1)5WzpN2z|a);+v2GJ4fne;E|wNPV>G zKsynhc(Wmi$YSQwHj4tD$|1;_d zkQdOwzxRig-DIvmkepwgLl%%gDFKb!9evBWnxm(!Bz!wVpT&iO0_y=;A9A&^osl!7>Wu#g^(|e>Ip^95)-DPc>Odv4btj84q08IIfTgM%O73{xPui<06YMtP)g4G- zm6arvjTV}^xKeHqQiEM5Y))AmHq362oB}A#_X^^V*){g@FQ58l=hBy!r*V~>aCV=IY30>N8IO?c=a0x$41!k*TolSAMuLRW&?pRX34=gY zG$O2?)5}{X2BRe;*pH~=?*yb<)UmJQm5=LCQ5$2=h+UStyTZCZuOS*Iks5dMFq&wv zQ9mY`C-~72&fT!(2(;VYVY{yA*q7ypm!6<{6UB|d=H|F0)Nmd-e<>r<^XJ^*bura4 zhK$4*$jBH)&sL%Wi=kQjW&MZJxjaMpQ6iRyptb{8nn@l-QA)xAn_!P0vcK8FU^{v* zT^0!9#};RZHwmo`<73B4`oWwZM9vl*xwFkFWMn)g7JXY zjj`1+GEhOOQ4th1XOP;@XbYoe#`^F=-05ti^T5SonB0p*nX!v_zPozr|2~%}aohbm z6P!iL_^y`9g6VaDOz19KL|gpC%!Fwm1KxuRz_1F2;n6gKj)q~U(^L1Z*wHj3_$_^_ z&D1GplRYE}8^1C6nXyg&>vlZ&UpGM;RbU;_KW~UdI5tIU#lf{~R%=`VSYrpqP z*8 zNN{Ji*4Pk+{#ky$Jmdgd(W21QQJ>gwGmgtJ?Fdvbrim8qrpq05L2xZk;$FY{@sPyYWDXA&}Z^ z-AgaI?HxZrc0UX6w$77j_&j|%L!V8>Vn)DbI@})! zb=&cr%Rpm{57^cF!(wtR5Hh9trO38n{8ct71P5Zjy}&_3-tw-NFdh_FB8o< zJdcDDfqcF?ik2)K&3QWzbpk#?>{GgiQZI%Mh!aH&`7>m)7MU-hDJv=gPsgTZWeM<< zL%S7_EW2+NmljL*$Ndwgo3xbz!sV&3c{|sH?-FA)E}VRA3c_s$gD|}goalOQsCZ~YFSAA{QPRk z`V`48o}YBHueoQBZxPnI4IcwW#w|aa*hG<2CB(y$NDQI+vGL~!jG^OL?r7&F5f8O% zSy3k>jB61;dxrvyN$7{j^(ML;eFD%J?1UGlUH2ui0|E++eGVhDD0^Jr7i4&ZHtfK4 z3^>MYW7;(VCnl*CL2GynhoMQ{LFG7 z$O~LRk7rUuSKTqHgH&=DdiI22P%m27=p8WR31FaM6JJ5++jF{|?_sg`9%%bh>8?!& z2T;K7l|{9}bB!{#iU&}ILCK0ItVa7;+CYOd^O+)O($I?Xz8x6ClB_{OO}d@Z(}hcp zo&^)>Y1deoXi>$(7|L>n`c)RAJ2qx9PVr7>@jNdUVK6M20tbpt#=n&qWQmGLHo(9D zlI8+fERr!c$^|5g4VWM!G*;KbS5jnb_F4?}zY7ifVmKRr%l8(5la3|CHY{EZqik;@ z+JIE1-+Yeq$`yh4fw0wUao}QJ9nyAlAOM;Yz^a$sljOh>9@U`~gbStM8ISt(3B5l;{Nu=c{;Z}lYm!^6 ze!Ra5+zj=K-5{E*W~J?58JV4~=dcj^t(Wr^J&fNMAfpzH4K|c*wMX9n*fQke0BnuVwb75i8BkgSXG6b1xbM!N!FaXaQ{O6{ptFEe(*^{m(m*=s2AAK8ed?oo!+C+<_sCI2jpWafUv^EC&Um!#YcF5$@A8(Oy`hL>qNLQ zd-i`?Z}5gIv`B37#TdX$$YCHSWLQ8p!9p*PV1-B*6US#J#wF>=CS;gv8h1goy|g#% zJ|Q?v3r6F1<1FOh^aM{GEJMnHU|Vd!QL8PQ{5$!b#X}fxQDMmL++EU~DAC)L1LSfWb|n?2 zJb;^2)+#b$HHXPVYhi*ozfK@>UpKqa#;{+~=U@*PNE3i75A80$||pIap5?fsIxy01GN=t65E!Q4(5b zl1gF&?I6zT{$W{-?_*kM$oc;s&gv5SwWIy>yiV|w$3Lq8{Qvwk_JgUMvSGv2?HJGc z=f3-IdOpocuID)gV4Ox*>`yI2nDtDwe|R*|G%JQ$<^wTf0n zDH+0{;Cuf0m7bofo}-;3H`-NOJrhisbrfply@c**IPe4kDo}U~% zpdwo{f&0xBI)HUZua#tt-{K+Rh;YJEg2i0+E`*{Pv2n;-V!ks?EEVE13S^a!R<wGeOr9eVYS5<}o_kL`H@0SA0XD^nI?4+;$_!sbsbCL-}l=(Gw6 zC=e$klpq9n>QoC31o3@46WyNg%yi(|Y;{~jQq4EWFHUU@5K{T&9V$>y%}aqyoET7q zKrnXL4C?pB8MakdhW-_^cwh~cD1?Vksh=P1Sf0zU)hR65$PIQT3 zB_ZH>S}c8`GDVKb`%0%lR@XsNWE}dJ9t%-{f~4b28(T2p6RmeZm-x3o+Fz)&sJ9+^ zX)sJ|IArUoyr@4OfPZWcWopuF2Fw+xP{Rm82+T;<3Qk8wG4-<>X}clx%1ei-#ZT_J z{%Yic=-Mn^Y;*=GfRQMT@J36c`Aorb+fFx8g~%7YWLO_>QiB#O==_1KF5GAa%Jh;K z%J_e(R(VqTwIlqAIWBYUXCA;sbt_#XpEXee>=a{n|NgyM-~QvjxL9_m`&zgAv24ZA zR1aSKZjHg&@k-}7ni3D*Rc^9=0h%aWJ`icw7$`n{85%>{?I$8o7h(O#(yIY^C0{LW z=FPkpa^#6TW~Von;D^eiGKWHls|EnZ!q{pQ##n921w<^THqhbd_F3;lAFO{V9cT(z zzh*z4_Qo%vCRGCh{@Yzmp*UA>5Ch z%fE&eR6BMTe<1ZV{_;$;!C|wWpFOT@*`9pRQ5gPbJV|EQ<8KgzUy>w_S;R$G z7h1Zor&A-Zjsqu#z8UZ%6&W>;!v-hsd@vF@tLV2Dpi{zUQeJf zwBh?N+4g>v*XLwXLQV1n6N4?ujh7MX-%xl~Jtm9TWt>X733hlQ5(2;pUMa$JTMBXv zdRYsUKChR}mfacSE$XzH)SN1JjZmirO8eS1jUc=z_f$@r(>Y!MBLlj32(yI-1bhuX zv3I;ydD0qvNq|^9eF7V+8%+_5{X$MvIB;i;3WAZ0(5l501gMYcg5$Bg9Y@V#XVf;I zef1dycsZXYdpl85;7Gy>Fz#*$^W=8V@lXACq zs0eTW1PfbF76`)oxVrp?CKKZ6B5xte^ToJn@vRG8lkkPM0TJK=0W4~0!N#SsD&=Yz zdZIraG&k=rHX>Mj;i>PE7crw0t3sZI+VHbi))F!rYt+s3*lY8-Psw zOUFhcf^8N%Dfr~#Gr;T1#su2W6s3g(y(K9mKueFNwunXmE|4}|4zbHPK*x!$V!?mK z)t<@?s4?VR2|5#$sq_Vv3_N%j=9Gue^o-@786CEu_S(g7p|L{G{~oQ-%wtALARO$2 z^3FnoVz|}-?VYz?M%EZh(DlW*+M05AkUO*aGOJ}j+)1~3?4KJ`eYE)9ikrdz-wu)< z>+hh(4&&2vZ~Sp=+{-TX2ds6MLh*$|B!Le#A zYAgN6oQ~P0iBMLbO#kUHYP-d9i;E+9n-XX|U@bvs5FEaj68bLL1KXjUB`h4ZSd!A^ zZSSI=>8t(CSKfk)Cd_(l2R9~B*Q*4c@Eb}K73 z7^CC!hcXWB#JU2`8rS8Y<&HADf{3X0-w~49&J%rt$47oe%X^$1D~%M{kvOO){;is} z;`!Of?`=CPk2z54!eyOng-!#1NchN!7UqHf6uukE%6LgJE}e9&6iD(<1VnfA)cXT~ z77zw#r!Zo^Tqr^E84bmi7s}iJmAIe7<#E#Nt8`M38Qwn>ulRt_;6irnI&QPG$-MYpoB2ihEeXpndb=1eP`_I=-gk&&n8H^Zy9H_hN z04CJzi=%=%&T>5td6wPL(CdNf#Bt1bHQ|j14UuUr%GSB1YQYLiv)9QPoo?1 za`@dYKzl9F=YrX)MbhgpMrYp>^bSG+IfIC%3N?07``s#PywVZ>z&_C#?K5z8M!JBI5} zLuCJ0fpRH(;KlG;fu%N8tk9`}-#s;&uUcYw9>G}kFEgb|RG$tLD_^?RP>hsItkv=4 zRhYkQ$C<%&l6)o!to^9Gev|#xUF`@qvRW0KQKw7{aHy$DB^1~d;dMAlCZR&1dxfuq zH>cVDN|g#cVPhQbCs(-=SmdPTbJYS8v)Fq0Ed%huaIoa;L4a0*;EfjA#;1CA&SXAj zkeGT_)#lTWjUr#E*WXAR&&Kn+*6Ww<%iAh$LyskTR}@n06_)ZtlT~+jR-}IQWRn~DZDj{%JqNuLu0KXD_{H$Z7wvotL__7$39Gg^>t- z1T7N73MK6fK*1u2x&T0>*z771x}i6PX_it4#RKqMs3Dc(VmrvXj|f@R*)~#bOIrtb z44wh!=qGE6=mrclRM7oJ&_Z8T)?6{+y$!fbPXPwM%Ax5k@+Y^Gz$)s=(CjStL8$FHl@*#JImQN)FW>FS)`T< z>2l4QRUO?Hov5h826Y8h^uB?+PTyn{4v38|(bSwBd`vfa+ZV>1`hS#itu>XGPoazrU!jq0=Hp7dd*}34TrnPtw4zk)C+?r7mZerG`9+- zB4^xge;S0rh5hc=W3mI2g<59pCP@+>;m~dtLZ3KxJ_4_#TCRfd=e2@mhv0fI!rD?d zaQd4f1oW*psySLEyu4vS5I)|6$y`w$hWsM*Hxp{kej>e9QJAt}r(+-ahXf>&j(b*y zhJ+~YPFDMlAOISU5Ir!Sxt6i`G{|0z)#)w0ZGw=y^L0k4?$XCAo<-Z+w)C^q=QG^! z*!^>?)&A3K?SsF5VoihRk`!a9Q~8B`o_tqRN@)3a!b zl8axwSYmk5wVB?$!*yM3GAQiXJ6Gs5#vd_d;Pc6BQpYdhV}J!-nMV*2_f>ov1ZMl| z)3e;n3tYgd9qb;7nDb@f*f5Uhx9{#hn@s701ke)(YCW3waUG;_ru0!AV^5@Q;>Nb= zW`9m?a3BqgQ({h&ZvUwHx6^m>!Mn}YvhUMGIC3xuQd@<~GmmgNO`qCM;_ z(X=k5i-8Wmn7?Yw4lw*)0d)!Mp=Ky+a|{P(30q zn;BLzH#-P&-pw9GCIDj?x`Mqq7_TU-l%igWWFtksf6%HB+cRPE7mDfAjSxYbOxtvX z|GUNwTl)GiXPJizfqsh&n_WcnqCDl=PZ-c zWF^Omx9c2+ri~WvX3KPGZ#aj>94YJ5Tl5(Yi{Q5Qt|>vAh2aQi)V#p^Cyfm0KTvFj zql^=ztXWy5=2~3y!3aELRu+D7*6{ZVn@6vsua3i5Ugul#5^}Z5BA*ummj(0iO(y#? z^{?^6FiGL`-vJ=oS^<2_wm3BE^VLId)1nF@@QEEsDD{3e94>82zfQqWC__BtTa04H ztp9v<^nzh%;`j5ygpZLn65i(I6Qx2HIByo6hWtNQOOIHT5jmFXcY~Ef^Chp|)AirvtM-k4B%MJ5 zAzYFV_+&tX7G@eyA1^39=my+RWGcN=(%n+(*Mq=p+*b`k3kXqqD^zr;DQ8a;!OL>~ zf*~q}sSPdbI?3>HuIx`wDs9$-XQfmpx&}q{)#0UoT%vx*GG9EHK~1%Aw?rT!41uZ15KZ$CQ&HWnEyw=*3EbuV0|%GW*>5W#bW$c1?} zD5GS;m92rQ&WOt}z|xvPQ!m&(g5YQcGg`WCzx7}9+n?wHrQqhu#_#*2Dxz}3=nyc_ z7T?5?u+b+WR7KITrBsl_B*pND(JfBE?8$r+Abd>O6ARc3Xs7Z@l7! zlFGuuqE~bO3rFI4VkiGoT^i+5x)DuB-|y}gS6kM3EvtX)TAulQYMP$;W)pbALVAbt zNc;>(+~`NxY5HVI-Mxm%Zx%fYa+s-!;b8W3jfAv9I$>jlC^HP65cyX>{0V=gLP(q= z#G4iYIAl2o$-OfyQ|^cH|0Te491fRD#3<8Z7{>hgJM7e5rK~ZAn#04BFEDi>QDutc z{e4^$mJFjGIuTw%bTHX9l6Qei>=5nald#o6QxA*c3E6bt6stH;C*OGAbio&0^0eG!s6TcO+tnXM_lrsj zOGEX2=%ImQBtd)H`6uK}|31jN#`XrkP$TXrosWBsm0y^cI92Q}vw7{fSnVBzN7EvE z?-VO+cCn}M?1%J9rA&R!rMblXuruU6_ARL`Cr4QIsqKDG`VBet`+@t4f|xOa%kOkd znn1*`S_o{=N}MW0jXW7F0=stL-}be6UZmV`a~;0p-as|vO@7Jv1)HanAUC7^zO0(W zp%ZG~HcAhZ9Ks<4wr%1skg%5{R5;Jfsqkc+C&;owvM?K9Nr6kO^CNzFIxg6xBeaq& z?bUKeiT1>N>^r=|^kz${AXhYfHgu2;;G0-tC_o~0V-lhiQfhBlH;z3@q(H^*lB zm0{ztMkkEkLewYQLatVtA$5Rs$fW9S=xOleN+x{K_vJ7O6(jn+Dmwj2Kd2Y$--m2j zt)y0?=maDc(wiXC(PFvJizV+%T4>}bjortg$j4#0g_4(8qnGb+UowsIS0nu6{|OVt z_|B{vxJ>tb=8M|M@C4UxON)c_ma=S?tmBOT?#w--s~F zD^`GZAIF>eo6a~rw%bHCJJ7LfKsyR8^PQAW->Yt9CIuv+B=#T`_a}*Fm7zNychdL= zyW8Y}Wwgv{TwJEATTwghe&;umf)$I`5CiW!uyl_wUpov@5T;C2P5NpAp(msPL#_{pK=w)} zZjkD8U8Sjq>Z9_8{&$9yJv367b6Y39d5O46b&l#^B4U?S>x9dmC&&V&>Kl@<}K#C1Q0J*aKi#di_`|ReUrVruuC<9Uh-5 z!tMEI4?z>tooFpE)o2LQ<%VHZ^^O)!bc<%ZrDhQ4%>O0a-{h@4P!b=XV7g{PFOoVZ z9}rB&%F6QZZo6ik@a#JGOS&Fe(kWZ$(`_w`hwj3!RJ=MO?p*nQnhh1!X{ZQXL86})LV-?ik5yKfU<1Of3h&mfzay=6GY6z&%z3%>cJvvtEl7Tbk) zjbfb~%RePA7rDxs8Z^gVKKr5i`ia)$%`IpR@9(D&kSGL@01?1c9QNDM=vwk(XbaVy zs2Ps3Nj2!gph%-OYgh}GhQQ>`0xbunUXr+V5a+QT`;K1qVo^orYq9MJ<1imcTdC;p z>}B{@Jc82X&u3lDr#Ox4;49knJp`U0%r70jl(BLxY61+E)O7E$C~nB(cejMDAbuLve3#(7`CzL(Z5ccDP1}^L z?z2(CXJIg!`6yi~FKg(7dKO2`?$(=?Y7@vd-9X*OTfxJ3{nwBcD&fmpzW}aP{I++^ zg;aSj8HInCpxH1yt`$%UuiyL{4**M|-c=iE?p2eGNT6a%zG^oLSVm(dxSW@o<;Skh zF0psbt94Do(P`+=wz9u+`bjlDy)r^*K2=;QjoDbgtT@w24(BXQNvnW`LrDx2_O=G1eF~U-(NK|TmA>CZjfdg2Q8CUlMa5+<$~Cl< zIrZ@|sEq@byEKlm!|A^oXI;~?ktkSO$}HYfj?}Lv@Y+KRW%Qb2hLTbn|9E!r`hKOT z*FmX|Br7tbMdTd3g1S)rIgLE~Y9)35JB@%yZ$Dmm{7wgp?At6CpHY*~Uz6@{v9%3M z>22dK{wFulKE}4~!?^XPk}8Kr3=t7IG*IimD zm9Nx3xtead+2$`t2|vSVaWr^E($<+%bu@%IO+(9ZCq*Zf!vurpU!_OdW0REj>A&CP~`K%1hA0`GFMEXtovbVH0-YfqL7w&B=#Xr?=71dONgY)F!re4rp6 zKNSS(_1LR03TS8*IezEK=+sAGH+mAcwQtVS@~7{h(sunp7>9ohjnM_UVoSphS9v|e*8P*A&*4WDz6@nvoj+L~T{khgV?xMTUtJX%(AsFi5gE)we-056<(wlWJ_ zysKy4KJW25Hh1$u%srRzZiV4c&u+CgCpJ+l8k!C#2J56QcejA?HDAT$?KyR~t=GHf z%;;Yuf<{<)i|zjPCqs<}o*0sG&kYCT?z1WBU!t_D2132|9!HpjF0JC~u3Hc4pUUpm zhmB}sV_>Z0^h<<4m0p#_r<$2|Ou4EnIjm#$NI4dlLd=}iY`*Z+vsi_qAqJ`ZRN83# z2<*5dSShjFjK(#7IS~IqvUCf-(79c=&imyYo`^uByAfmxsAoE7&38&ufh`jN*{BQx z0?;WYzu^daV3S+;J&VS}?tQmmBh!E-$sI_Dm`fQZORI{!gm1W%a#2`fu<^VYtnjsd z&UyVy6avAhGk_XTphl+QzKG^;3;#J`_IwBLn6eO?y(OLRic5=^ws)`FDtEf?OB>h zdTn14lVw!oA~FaXPUg(oeP(aO9^uw$vtmmQ!qcs9^1v{oGScV>e)NkP%nhwd(3CnA z1v%>jJNDYpl#(tm(7=-YoXf^?cSng-R-?+`9=CX>L_yVg>Iy7gf2|EYgUz5yOjx9ZcDNlPCjS?4+{#cy#0zj)g%+E{ zIiwW`Nuq4&Ft{m0YMrh}!7_My8;r>nm?rsDEDJa!lVQZSf;NTkXeFP~MLyiA4THDr zxS0#FM59#64>b^CXWep-kOpUG!vG}6XsG%VYO!I!^HG|?qRA!5@{csO(*l+Qi7+!5 z$mG=fu(T>@&gNjhiRSmS-+Par7Gy86^|i05&AOSwRrgV`S|u;f*1Vo2)Ko|*j4F-& z|CS+3gJpYD2-|i;k#MDB!3AC}i(2mfy;prW_jTaK+2Akpm6}!aMKaNhjM}Coc zENX!Ln)&nI6dDL)39VR@N8n&g?>}LaA{|GtZt7)DdrDZ-lVtI2p|{#M!GXUkQhI5= zAd?WbJyP=9iRJ<=k*YLx+_Ww33<=ZH+5$L4lSGddmwoLUX5Pj(zvb+!X9oRp4(m-K zHK1($^>pmD|j)4&EQjLKdbN*YobAde(n1bM`R^K}@s zt-QtvW1II_H>>*A)}-KO}}RnEY`898TR6_G6T=`6Ed4}YtG z#6v4~-iDV>0;x|PRw?o?E!DW;(p6DEqw}g8$N@pT0)s*Jj4+f)lyUpQtc|iCBzPYl z$T)s1-6$cL<0gm6m83=T6|c%Wuo@r%U4x(r(1CEKmxaGm1rt9BV~rY|FIYFZUenmB z5c!*5j@DKgwweA66WFnP^IpD;%;M|NQ6<+=%`;`QP@@#AE<1S(eN2_1-`)B1dn{ad zr`|fa2Hua3SC0)IvL^=B#9L59;BgvX-=Op+bB z|0WOw9hj4P_UB_Ao+8ZR*goHH&v)QFnMONOZ*4uE{MhZPxeELI%re?ZXUJjF&9?|l zg7M3R$>bwoitbfi%q~-2Y%XqJa*BSzh3m5(M%8wN`r)}E&rfjxNBTVh%8}H{1zm(u z|Nj0cTjblaruMeyVJw+f#3zpDeOILT4b0`A__7*8rNEJul|Svo7MRJbIGqGu*RU&% zUrR@XX~0=p4TjTDCd3l&Rn1Ck;pSLhQXJED1tCt46m~KKSf+B`JR*d zP~EdZ>_iSL9W{pX&wm4*{_sSDh(3V=J(ESVtv`b_N>_Fm*~KejB@Kpl5Im%qUc=u> zpZTP-Ztn7KwL0=jxI3ExdT**aC}~VDeCW8I&1v^EoA{t|;hxrQ{-Sz1lQZ%OVVt{& zR>>pt6%z=OCD*9s@x8A31m+6gLZvzd=}7omT*d0MGbdkes`n`*k&MtbCU{#KGITb^ zoX~P5vU2(X10t+*g0iVX9dVS8!$OEiib8QOG(f*p_V-lcYGBN89sfxw_IWNB%#r(3 zA2LXU#}l_I&~3CB*_uz(n+|o)?1|(2kt4dQtkG;pTKHmA1=>DVRd}}iINGZm_%6HY zE5s12E~8?AO0Wc4aHmmGeHj}y_&X@{*VINRuxv=!?$zLhemgDyRms@qFOGqWoNU^)ei%&% z);zks%`nN|tGOq`#ZZxV?Pt;^2Zil({zjcFg9H_`OBD~OJ)DdE7!nIOhXzOzwl{8&=w+=8f#3;{&WZf^gi=H)Mlj#6IhF9b& zg4Qp$^wrsg@W7B!lh$Tp*yl_jBf&zoP%LVo5FWN@ZIv1`vqhWMj!h zipC)j)N`e4@E21SsjiR0IyeYxD>oDTP9f^_T%Lo6U7=*yIGBLUr0h2kf}A*R-8%}J zD>==~Wk9Lrb={wPB+QK`5CNSo9#_TJ;k<}+>`x#pV=84U)1YUw0gLvfLkPkVJ=y7G zzu3eA?G^JOMIm~`q>Q;V(k@ZTCFi7rwp>t=6Tz8wL1mD3lHw;#ZZBia2Uw86hLHqf zPPni*B`IAh08~rY>-te2)?St*T z9UfmI!FzmU7t7hbZ>LiNs3aook7r7D1F9VE^88R~2fKMk8>tcU zIJEy6Kg{NVq@#USg(5uQ_YUuya?ySRqU7rHg(rtzj_XhBFN~&&ZIHB8oE9rnA!nI+ z^x6?a`c%DAXqyRh+6&%qNxC1?9XQ3`_>9&+(daQ$vYW(E2FB28c(^IEB6KY_E}M zT@iIUbL^b$O@Ec-X2#`J*ThB;`5D4Q7q zS30#22$1@IDgbn}d*tU=qw(gw`CPpGUeS;n!s0{hzpxZS3jxBemG=Y%pPW(a4eJ zh;%Dp2$k7LY=Jp>Ar~nY+GJ)i42HfhKyvFyoD4)O+!UrW-3&g*f{HEb67b>!$i@md~Z{3H~~*DHv- z$q$lf5cEvq9qbQVv3z(6D+~T}$24?Fc=0ZG6|>DzSbDmV%XVTbCm`2B0R+|5bDVemv7LbI|4`(V5Yr$le)PW1Q7dGy!mpBH*)1XZ##8xfg- ze&!UG_NwQTnWX}&_}HJ=mL{w;MLVXnRRJ_Uow1)!@(BikJsksGxf4A-jl)krET7R8eC}oo^S$3!R-1=RsHB*v z+~&m%Stm#0vT2j@)WLU^Vv5T3S@96Yc~t_LenQos8^~xPLk|6aMt~g73mC@+{on7K z?JP&H3H%Egt;`_BYHB(4%1GrZ9T&E?%#T6Ry@Vgis)+V{gxx_us?oE0TawVSyq0Mt z7vx;Nh7tYqS+yi(@39*8B}2Ww;~f;D(p z7o{E=;f;L0KvzGe$>L8E%r7LIYhw+M?zq$7NcFVG>b<`Ana%qLD}uQZr2IB29+v6u zb^)#J`;qi@>6UN5;VB3((UF9Pl<$mLNnTe8Qu1N)Ye+s@t}F7rcJ zAsEAo6j+$y?dOzQ+stX32g6C97OQ zZRG!RQr~FvUT-MlNy^hNCmfF-9r@ssWfbl2V1+i0H1KqrHlz>fRTi4VuFMXm_Dkr| zA?^xgL*Lk=KDQ}1YmRXLRc#6-62dL=@3QZsipn0I*sRz4^x_S!LdffGV5b}Dgg8S+ zMsLhh%SyStF#6t_ZGtv-U}y&KMxcSkM{_H_^T?;t@#mGGiQ!*EO8CQ|%3V!Ik^VIY zbK`1%r;mw0#{OBtF@rL7=VF{cZiRZEXRk;79anuMn>b$WMou!z@S^(2tJF*&%eq1s@ zQ8!QDcq7DmXU3~Gy*)>o*=itfMFl;5GvWPk6q0-L2h4XWquq+cH8I3&S8XWPZ0C!; ziCjcwk#|l^+gt{vD0OJQpT%N~W0ED8NEn6zJEmvMG)OK`hff}5S$$bVnY|saiceue zc#L6CaTm#$0ua^(F@#qhqW@cJwsQm&aRVaL(xTKL z2XB{Kxuoq|5s26mX6u0UMvtCL6~R9xm}v%uvQ{P_UgC~5eNJ66wlVAm#O8;l62kAe z+C%*Quuz&V7!zf8G{e*A(Pmuk7YK2f3UMHAsU{vOf6{#7R{TBF_lQXn-Y@;y7^g<= z{#M!fT5kA1^2p~!D7`^6`epT5VyY%RyVy^`Qo&^(_O8yXlQR}E$BZP!rH808#xYR% zX-FI`VQQPyeeLr9!`3-=XBM^DI<{@wwx8IxQ&Gh>E4J;V zf{Jb1wr$%dZ};dP=R^O9z4lu7eO+@pFGczJxjZc$oIB~qQfspDSGa0UWS+-V0Ti+Z zns>vgU-H$g?01ah3(~VGNjc?Eg)vfr%#wB?N_YDy`xAfpCMJ%KRtu^ihD2A}tTm+H z%_haIycSLY19WdDc&7(oVlY$ttol$PYS78%dSM~O$)lN^!?1u%!T9hPAa9@+EP{nP zb#=5Q5mqIDUUUbYfD6S0yuPiA3!xBpn|1*Pxy>+RkV||!Ds6G=+TE7t#ZajgXM1=( zY_VX1)*-;H{^6|!vGQL}2e6Nf19k)UoBNAm6OiigSz4U;hi$2u@As#aJ~{HXS?(tC zuJyjBY z+6P0O??Z>(yt()KKJnU1!tWP}iA5|>6!2MCrXQP2UJ&l^T+<>DbUR@WNaqc?#{GpT zI5wiPY4*=f@OuRM!HLI$@AH^W&(;U}TPqS)VzyV+6}Hdr{9$g@m-Fk^;pe|PJ7GWj z7f_!|?KTLvfRG~;ZMEQe> zXgvRBm(yC9UMI$WDhXi`P8oYR6e3kr+zb{sgA2P)g8xuVprjf_k^7sx3<51(cW-^1 zN97NCA_7%p2&6n}FOOA083IA~`IqF=ip1ngFL4mmsHN!QFmokCixk7|X{%TJqvO+G z)(V0o&(aL3O+~OHdC{gsbR~_ygz;~WRa)3>{a*wt7 z;+H9R;9BmXcq;j%~5c13B?rssWVJ4n!+5{*+l(THBhwy37Du0t?15*9Ayw_ z8VXfIa|{!28-8#S87+9~5ct1w%peZRN%+6T91468ClfLDVgBODMPVnk?R=yj9}}d# zuM`i5*y8cnu5)#h$%7X-2q}ny`HUrjzud#-a_U+LJ*}p*J&8heqdhQZBkv-86NP#C z!l9fILBR3-f?3F~i_EAD69US?3zZz{n_`gqI3>V@#d#E+Q9^~5oKT~&I#h=LYUs%d z7EX9T%O`+E!jV+nvrd}BcT(>Y1wpa4rj7{_l|@4Orw=b}`U?kwyfv-d0YmkpagNXZ zUlAIgV_btH2UlW&!s0%uW$BR6ri-ygN8N6Ypw~~$*#T##ndcXp)o}WQmrq&?%^?{| zrOgfHUc#u*-HUb*Z@c4D*c!6W(!*^=h{66pLG|4E)V=L-F2}zr|9fl*j)Ktd8K}q# zY<@%qa?3|RFEm)GN2l`~8O%GoBhbWq9ITgXFanpkDut7GZoJlAcSliD@x>EGRzcVAzNt@?eQw3_}sy_q08 zQ$$L!yr7VR^WbXcInG$bHa+=>5om<^Rk7MdA@B0qAk((LjC#?Uu2G?%sG%IK%STQUCgA#}SpiY(HOPq96VWw)ULsLG%qb`zq|Ow2e~l!m4HTYS z*JTfd$a1=;ff<{9Z?UiWT6>3KM**SWp}qYQw{xh)2&q*vCeIW0w$c51f4t6R{@TM+ zR;_oMgarpRVk|zAE^?&`2bZ7QfB2qiu8i>trIElF*N`4hU+}22i0B@ngJmj2TzNAS zL6b}k(#k&X_nPWw^vnAI3x=MVb1n=01BPC#7iVshSY4c`9&`dK&1q`2S2-+gbJhMe zO;U?9-$>_$|K?V^GAd%k0l~x4uja+gwyLYQm!)A&y_FzwejoOqBOqs}e)k{_4S~;Hbl-AE zi5MvN{jybP#mFJF_;GuP&j zdyD#JI1iiQNf;Jc9GGgWN{g^0n1iEK=SDsVP@B}Xq6BAI>{nn!9o88>Hw(3F3A%A> zJD3&J)d10K_;b}HM^;g6KqEkDiL1o`UGiZ zxc9f|v!9Zgv$TKA^=?y7DSvtEc}rpw-=|t>W0n+KE1{Jd9XWns)yf(zD#NR%sYDl_ zQ2+gt#@QC457pNMQR%qhQ8TC*C?|_A?plhznXT3%N8s9nhnmH{{Kwd7ITgfVHuh(y zaBOa{`XT)l-Fr@3mD^yFK!pYQt5@z>3CZw@v#HQ6YfzUk-vI^=leeMm50`t7eVArJ z1`8S0Pd@o_Jdrv1iwhg_gIc(aMN%N$lS>#Nd_wCnzZzibhVm~zh$Dx+7Li2+xJPlj zH&2{#MXCUT*`a9XlnI8Wka1xEs4!AmdBIRj#rqB?Wk58R$UjukR53nZ3Du`k*$G;{ znUU1>C-@G7lobJT89_Xx^5~_-r3IO}tPaPUOk0;FzN$oXKfzq>{~A7YtA60BWUekb z({Yw(+{t<;)V0R${}Omy*~S~56tWw8YFV!^9|K&_jopk+F6CwEn3#kU(}Oj8##)j{DrcJd3E zq!EA+Xn+ml@RalZvK#|nSR7UqRV0I%vx$Cu(a7}wW5qm7{F9rPpQrvn zE@M23*=$}-?-g}@-|?)ro%+YX%{UuNkv0XAt}OwZ9gQcTC=&f8F-c@7go@j2!9kNt z*`iB@%`d(7eeCLV8q6S-1nulef1Z~t=luiE_9C3#Ap}xF2ADG(U!Ei5`(rW0{quX#yoJ8dW49XcMI-%Q;)5cP16y!TyAX748A&2f3k+LF9XZ z#O|EQD-x4bQb0mp==Sqzx-QVrs$L#5@Y##^xmjm5tKn z&IL3-dspO4e6-Flee81IX*_(Ao7IIYzyru+Y13B0o#L7e?248A}w~t{E#sNoP0J>xduf4uQuGObbr@OU~{DRerHZesg7-@z4_SiSo*CX{o-_*B6Y6On16 zaX-)N4R}M?3C(@>VnpsN2ujt=t_`bmmok`k2)>) z)B>^U+yF5)R5bOJ9Aa7BZ1RRKFKYWgIl9}7}Y-L6cU@~&} z+PV0g)0GDCm0|eTDY@1$tTh!1F6X?eJ%;@Bj#ZiZt22sJgGcSZNslDDn?$;sZ>;Z- z@m~!4s-i3!8Elg!A}EQ)qYKtQ#904|)QAq#r$a3pGyRcDO%pPIekvESd_J??o&JJh zApKGAs&tU!>+an{vt9NY%`#O$OmJ z!4fA9V!`ayNhcS8u>_RtkTmE&cBZ8!M}-36EQ!DJP=UuRVY?OR!Jm8jdeR}Wz43DN z0wP>JcOQ;R zBy8}KyRRbZ4We~jexd7F{rL2X^xE ztAc}0$t7nwcdQv|jcT)r9adw($Tj4W*xCh+;IYo3Mjn4wiCagUYds6*uhKXX1EgJP z(O@ukvK+Dg2kf%>1;QNb=*l0?PBEq0H zXrr+6!KP5qKX7CssYa9E*PfQCKnUV`F~~hP@QMLtSe~M8`_&0r;?{Wa)R~Q%|~Q{3?*I*Vv`wv?RPg zg%-&PkSt$%V-VS>ap>9)MQr(MI^>s0pXkHL?bhf{T;uh#@KWRkGd?)Cx3EKLfixgij9Ge^;D}4(eYW;Fl|NMms?!1!QNXN>m6=7hpVMAukV=$-dIQ12V%6>h z9KhT)jbE(RH)HytLBmawPlIVU+g>UW^duPrLpy3TXNj*3ZNf3<@C3SM@RkF`BDa6< zd|~67KlqjS-C5j?y;r+07}ohq0DxBD6$WVRIv>?hsT!x9FD$arv!(AZJRzZLzrz zG$EUYj`6{WOR+T(8T~~kD5V$F52xk`sO-i{+gM-xUKbZDi`Bu|P5@>wN(wta^aPhe1DoTqTW01Vt<`Ro9-e2h9(Ba9W-Riys<2@ZzgAN#?=Etbz=TISfxyTX+n@;68GVyR8x%`Bb>S8%}#E*7))2M-5AJ{KIE7~Z22 z2+}8%y`i}4&4h4w2cO6OLEWdRfp79#t`Vo)jgc&OxwI!=Lt$Q>(45w6#GuM!(Mg6k zw;I1(H0@gaUp(01I9BjCfBKsNIgzp)^nqngNG-3T4v5m04#9{53WyKeN!v(!s%W^6z|Gh3cro|^IHp_p z9AXzKT&i~|8EAmKu+^pik$1_h>?FY{tk0(0_TCpvm}fSwaJBAq?a|IWgO(`ec^u(}pE0a>uT!<@F}MKkP4* zYs2Dc&wLm>C*j(M^d&8*Aoj^%1PA_l3oEWz)R1o1SCG)^&TMAG3@pw+=Aj(-J!k+w z1CPlcEoVY}OPtPXyh7S2**08WbR;b6HX-Z)Q{8Ft9#*JX!%k0MTHA~IHU(RZ|n|Yp%zK6c?f%%o8)X z_! z^OE-`*d^>B;{lmexkkND)ce#GsJ|UuFEp_o64MkkLLk}|iNMr932fZU8wofLdaNaC zqE&9g`HYy4EL4N+ux<1@rsub&Ww)<lG(!lS(DEnTGiE40quF%0#iz11k0CMx{Ub}1aFxy z-iHUk@4b8I+ue9|B3$IU(<~g$$FFoMS^H;w+ zssjJDe|OeH?U?j9mS~2QEif*;VNsD-RxX9bHci5Sw$Q;m4!~=5Sh3?hSU@|+n6;fj zMp{R^CNVy(FL|wsV#pL}yWvsMB^DNdj<7R3PGk27rn~_$;@#UBPZ}=}P8e+i zUbiDC5c6q(UeTi{&hIzx;Js0?lGD7{s@MGabLDazof{C`ed{zTu~jd@L>sy1Z%S*# z#R+vWi&cfYfNWRATWVqFbbW|9q5#&AED(y>WCq}p2k?A2y?wjxFkrV*sN6=h^%zR0#^=?Bm}11rKFy5L!kZ&`y4-A$9T5rClFdE<@4>B z9kwbT;bz4Vs0C(|Ceq=yu4tcrwcG;{-naB|!dmZTrWLS@J0fM2exoL2OejM$0R_|` zUmL{^g?PqoiI5HgA2f@hZLb0*Bi>`Xq2yl{)rzwPD_{-V zS|`161BZ;n6RCO9JAy_gNrFjUdNxZmgvvR9pw>6Ka3Va1=jSDA0$eVaFE?i~gtrwZ z2Vfgek^lTD=I&K@bIPgh)8#)Uj)wv-g+h6ZLjj*FEL@!7bPlf zR|ZC9Qx@&g6zdB@EMpl01$iX$5I4eyLCI&}z2QSgDhED__4_CUaQs4@2v`tZpeP!o zhX@ZwjEw^82C@%{21Ed$!hKT^^&4%6|y;E$novc)+R#}GMvU_8RnZ!oA9RN;Z zKo@a5FjH+nj{>E(0<2FHH>^v&y^~|rw**~jzGLfUGa5`M+N7I1h@?R3t<5X|5~0Xx zbLb&{D%v7HUr{;;kCSu!t(OeXEE|I*-;p(9e)XpjE+|7Ca+M~9(>fX*xu--OR5y9P zC#|#y&1U+d)4bHAY2b)6Tk7xfPD8s2GZjh?A>_$q3l6Yj#>?t%i#!g;T zZL;xkm1fz==X=9_by+-N>p_bK^`QW8-H|a=3fY$994|i2Fs~M)!gs3j5@S_&QXzwy z-LJy;ZNZzaY@lx4=W%Mt;tTFX-yrPJo$%IM%L6N{>E|l?ZrAB9{>%0DakB93-usu^ zcg6XB53R#XTDx2|UaRAr?4Ny}WCNkeNF4E1gXKM0?KlsNBV&2QGF%jvw(5L0L?(_l zRe5}r0yH02@FG$Hr}QDsY+*k2;?E=%dqVF^6cZ+RYuwY^Vw)<^uhdeqL+u@d8f`hH zl_?dDtP|8*asV4n8EpepE5TubONL?G3ZzoHR7m7BsaD#}J8RH@_9;nm?@t<<$Yy&@ zpzy#y`j7fCv&nV#>Nn@d^!wB1wX8XH2}v9j;6J=@gNr~rA+iy5M+uHXFs*llxqY_2 zS_V=cqhYRMIU`>FcO|0tLWWr7ceD6ft-qE}Lsnhwk*%Dd z7-(?o=J)L8d&iFRWH9Tu7HCP!S>bJYE~B)+j5pH*jTJsdEDsDpkw8UT7EpO4B*(%f z6+$t3IeN-^ib!=|@q#-w$3|BHt&U|Je6O+Xz4+j3Onm=LP~kptu9N7L{Ba-fOdmPDFqZdpMf+Ia_clztHzL+ z+9&;X*LmM``jx+*<=M6+wd=-$7M!5f(Qt@nLIgI;!xkfnK2KCIArKC3Uz!$F2p*2+ z5tahN-_vMWMS(y0U0&UYP8>=ZDafKQ(iLbP)4VHJ7hXq+P=t?ub1ew^kLT0uzOM-s zu;GDraZ)*?5bC7E`+V-#fN={qc(|CRZ#C7+*ZcMHja3->Q3eq9uN7bSmwqPs3{J1x zd7WBV4Y~nHCq2R*ybx0~4*X4Lz~OTf`Tk7%jMx3sq+x%dQ)9vkq^ij6?8Zxc5;3$i zcd`q!JC}?nG1#f6>mQY?3Qs^FHv6(PJPWjwDW3gOID*<xpHa5X5bq)mH_r*&F zsFip(ujh+X|9${m{z>=e)q3A<-_BaEuiC2ZF0>A%CZ-wZ29Xg=MJZ{#h%ggcR%0_U z_Bs|kyRS=DORp1z`4N3pkf(trEvSFXy+Lj@ziPYDHv}gBEC_t0a}r1zT?S22%IoBE zO2;yuR{itA7En*o4?vf67w=)`5eb9LOYUc*Gafp zGTNi-ogh03w9-X@E7=ic_qXLr62IJ*r;GZaNq>&#Q|X_;Afp3#PV1;ubvK85O{VIe zm+4FUYr9-PzF+u{svstWA{0EbGM=yhmw+r#YF5(;GxV*sbc{dwb^0X8BC;bTlT;rt zDxEPC(@41bAUVTVf14idf@|*0wLeB4U0n_~5+0ozo7b}Hvf!)reyg@0901gw2sHCtXfAZJOxKy-6rT0?guPCVk9Y0wuK8{E;=|m&AW_QoeyJCEw zSNo@)3&d})-MA80;c3Kkz!W#~g3j{72&Jt(;6=#=&SYhLzhWIf$l-J7Q}n6;2o64I z;%aV2j^iT=n-#(dqi2aa!v7zt5{iUD#SAYk_lBeAIKI{O$c!hHuEV8H`<94;%A`~; zu(=!@haPGZh)^`Zx*x%!A)@GmG*KVw-2Jn4R`&E;`NIplyUO|Be=u|DAK-K64&%k> zFLmlgj03nW-ztv{g?O!?_>Mkpi=gvjIOP?cH>^NuFvCQ@S2F~mWESq z2oerG5{N8sTMYzR-_XrD2uFx&P09i4*ldZR741?_lS+v^4fy~Ob4(GmdUe+uO(0+X z@PS768@gA>qXi~#Mf6NV6}Q3tP6*^6$d`9)>4yck0H632r6&h5rq+PJA!`|sbQOVV zno{RUnwn)mrRSgRf9d6bU!rXJyOOk#eHD=Tuj}96cAwHp96%M2dhulVi8(S};*7T;J{QMU7Jfax==mDN`{!x*z{HG!su)!91XZYr7XYAmlqEKadm8FUjJ*P7&P+N++3#eH~qD1-y&4EZPC2vk$pXT|R_zOi?5{0l$# zJZ&SrA$#F&JfM{eIL07njBwk{t-SJ7p)>9?R@wK4~=Ej;e9O zP8o{oXj*<(Nve2@0w?c!rB1UuXn~{oehQF+Wd)OhIwmSs)rXkzikiPeO6>vCofea{1~s-lBZJs z=f0vl1R@yaH|hLQo67^p=foY8%chvWL7njIfKmeO7Fnem#om!jgXveuG!PV|SSmL& zNN%8(x7DDqDQ*rQt1C2x?BcpPi_wr+h{5W1`Dj92|BbMC&}%uP*_7txUPZk{7TJB8 z=B(0<=G)~q)4@6Lxs%Wfk)}f7>BMFnIwHHOy-TFMYto_j?8;;pZ%|7YN$pv66`t0` z$NvREv4N=aeb+g@Ki@cs+oknQ;f~TAq#J{Zg`xncB3`i$TpYAxc&a|z?yyN}CEVY> zZ_GI8M-)6zw3G~13{{iTAVs8pnUO>w_oAW?j>cnRuXKHU+r0yO*IehTSBO$@OBvnC0zUk)b(g1-P`K?q3tx~wTW=+ zYvw3aq_Nqxd+-G)$SnxB0R%X7cLaFIwig3V{K<$aC%@i5TxfJMn?#<@7!JJNJy5v! za6I)GOsVGMEHy8gU%5xCzznRW;#S*dUs*4I)ZEwQxO`S3hz0h@nNo~4jUEivvHLyq z+SRYs>o}G7=d*7s>cc@+DQw`?wzZg*=U1%>z?tNp=+Ts$XZM=Eh9BQ(I%pE2C463L zDZS`!^IKUG0!K%Y)s=qp^aZ$5>%E^gO8wKFySj3%m0(*Nv(xiAFEEMpUtWHp5&{uy zNSI16w3lX}0Y*3X$)`X8SeEBIgo*d=Wy9)r=b;@)Unt0RR$C4D%Nq?Ixu(KDzwa@UF-*w*Kvi*REp6>SM5l|0G%slnAYgy zsfdvH|H>u~e3>T!%jSG9X-?_pZx&c@%M9+qC}ZV{L!`0LD%s4p%Jp+1UN<*wf8t){ zIvGwi`(&Z%2s)VeS9DrLg zw~<&w;=6tkt0!sTVTK2a4hJp5nTs@FJCz{DYeE2&5%OD}S}_hLj;rXXKrAv%!jU_u z_cmO`VFX0pV`a}#$e_KPBTkq5dF+8%qbLWv!#DX8OU~LBtgX(FG-lJ8A9M`3hi?ef zaLRM-Xof2a7BwI!Eg!7gwPS}Ak$a22Ae%W#kXmzBDB`FE7>*BQ>7={(HbKkLXK(NX zT8^SpKrvdM_6J>Y*uYQ~k!0Yz^VSSuKl!>(@ZhUgzBTyIn%Cg}Tl3m`!0NJmJ=U!# zWaLkH9?e)7pTXrW<-d8$4L8w#C1@>bu~BH%?^@~Lm_%Q!$DIy5^%PyW@q83WCvGcC zmTU?(6SdnlM;Cv}=FRt#*KJBkhz62QuvI^sj#rpVO%)Z8Mz3fJRsz2>NtjUi?_RLU2 zlZBr2?$ehVkzd70v*!}Lu?2k@uQDbWtZJn>Yt51WextuU25u1wM{{&A6xw((YcMm1 z=Hzn$tEPDCyRP(h-vMl6)`{7_#vg8fe(@^X8v>7btfgrhBX!<2+M~uY!Tup44g3ug z)pY!k^HJW>szujQ!QBnPe1iczn6ojmg9yaOBND(xxId=D9y>ypn)}7$1Ar&kAr8$g zAJWD7w~XQUNg@vhs4gQ$sP&AH=@={EOfo~R%MTajjiakP0#jr~s>oszFh+dx&* z3Jq>**SIX_$TXHp=?hs7qQ^6QIgb+zmeW_6<}DCWm5who%sb~jpEKIUuw(7qJFFG3 z3%SRq*i4N8!Nonp_T+j#R0ZPZ*w(+X=CPPk6#M%70=8CWDnD#=0G1IelAu88MHL}j zg~4wa|3I*s%o(!6mCTDCu{HrMYj%p=?Mr5Yeeb=!hz*CG?F}A}IDtjt-6zsnyPQzD z+jrh(DI$s63>I&BSD=bMip%b}^`<}Qpn(-(Zi8pJ+SbARkIJlC;J!8sVov0v@E*;% zMTGn>*FP| z=(FSDIr#JS%N0#rBMRZ~0e-Pt*jVfOF%G4*2%D7(su>3)BM%6i&p!xkzA+}i36k|= ze#Y$u9m4B%rJ&&HtFG=>{PAbWvxy9t^k`c6*XH9Z!?lk)_gnFp^*vyUGCf)Mb?Dhm zRDpp7<0pE*TS|wrcbcmu_!P*5Q>yt)F4-FEsmRc?7A2hqv^4WuBPA$L$X1)}Uh;%}UyW<&z~ ztM=W&13%=0kw?<-8GKQ!Py%}`uw}e{tlAey)emyMTgVqmat*g1u~V<|N8`Wi(ml2Q zPh`=5iTtt6J>>h_Kc&sSb8v_09HBF^I9<_}Q@_lM_u<@+X*1ap2R^Kf*}3mvZaDM1 zJ85++J1>)q7prOyO-wvL>t7$pgl*@`*|YaVH~eh;rl7a|b?2FeYL0;tJ1DIzx54L$>YB}>WwIK z@QAHsb?L07$Y8CZQB9LAYVNFxVwVNBHkJpA*3WF=G3P^6i`&)dj$E{5+~Z1<3_->D zVS5OlkX?h9Y%rT`zCGWqFw6v3c4_%T1$fDTitw#!aQl^!rt9ih-0fBT&K}BU*To@2 z`I;5Gz6Lx|!jW(z?1@XjHDG{N`Z(wD;4&~~|4#WimrLi=10s6tZU<2W_shZl@MK`c z(Y*gu*J{LV} zS9{RYaQVF4{#u%2Vu8_y4Z+~B=`F+*3ri^y zw6Tk5K{TW;E^3YMtX}0*BmV)ahX;)#yI^9iO$|^O2BWO2B`-x4t-#L1{Jj=CIU&5i z#>vz&%mv0tLbfz>oghCfs`D^*9%E`yfZL`|_^ZrY!XppA&63LajCc0O-$?ZsfNH6w zIjAYSmAb#x89ENgY3kB%eAzKJ`7?laAIw^N`8w8@JQ|&z^t4}(HPc>Tq7kdtZE(0y)|=9>yNuZr05|@}Z$$>oUZj>#o+B6c?6JmSV_` z@MLi4H9SA$^Vgfy`=Qpe*gD-ajQupp`W5!{@G@T&aR?Jrdse(V#Bz=;YPy;2|jQ9n17ZgRjucHSwEk1SmIN6h1$K9#tV81 zk|H_a%H`oOCFev4Z7G{Q&Li4^hn9(``;*X&0vd@Ohr={8<(y4!6ZETcP?JeyUb2u~$@Nw#$B zw&2)L&u!+hx)hFp71Ul$$PvnOIKICWpr!y{w6Q>hR<1?tJ~MSYtAUopDtUv6|9xt1 z;Zo&Q@IV<4^&fK>)9_e^KGY>w`mai^y1m)x*sZ3cCSSGB;)`_0n+xHm06v~bB0P%$ zi9j$wBy~`@P47H4imi8t1q%Lf8V&h}ltf`j^2^o=jm4J5`1L0y6O0}-i3W@T{{70% z<_|i~c4s5I%-Ed+o<$;ARG5sg2-cae=2S(&TCF*>9&eIBi)mUe&v@xO3c{QjL?oxF zpL%M$BJ|n+vo@aoiL8U^;-(NEf}dvQtveifI=sx?csuYvvyKl-qBn2SY+-KuI?er( zf;^=QDWLvhMVNrX`m+qD-{D*v+h|q_GYC7}PjdCm%U^gG-D$_P6JAf*lD$m|YnG>BRKHgwC|0B2vuly%J%`vN=1&!P3 zc4F8|;K;I?r|T?pyExYhkVk7-dp=QR$d$J-Tof>ruP z)UvAPGcRNAd4@g3f#4J$!o&IzfI+w15zzPg;1-2~Md43Xg#eiRQ$ptLLIWA1;j`_8rVHn4?Z}-LF}7fHz~S#R{`>z9AZYGod5vp)XFy&x!y4@oL#b|kC_{szNxSc8L7to#mx4nk0CGl-8ValBu!FX+8y;k>3WHMqGyjL4D&Fp9>V zOEV63r#>G_oByw$@7n?Hi}kIYR=%#1svsm-XP6^mNx(*&!SiaD1*~E;VAa)SRmC}) z(K1<6EK)Mjr#ydb0W-Qdo>{4huFP1wc@ow#7v4Nsuz)H39a0n;PoSA@lOk~EfaM!#HdpUy6-QV9srMWZH$Q5jsqgv6C-G3$F&FjOR$Kj<18hSCI-|iTyjVs2QQq z>}6;-pGZ23T0TouSlOL4DsKX^C-Hh$5dkhEP6P>A7x^ZMShcH}Lg(AZ>vVl9^}#al zjsG!Q!wmQW8CK?!A z9pq1VOXRY?RV#_i$8TH|>rzs1fRCJ<4K=|B=~rj|MaU4w=!g<&<-yznwNbD;#!<(3 zgJ;22I8*TFnbuiaXT@*w=jYR{Gd3j*rlpzi1=+&jy=Rj@=%jhIN!H^JsoOrQK5}i( zd4t=T@OIkzWPR5btRTh^vwU-$e)n?ghpU*;Z51bT=4!dcM|Qtja=gi5%?Va-pin0( za?@v56lbZWs$}N~N6`l{Q2?d8_5j_!4Go6o-eQIH)YV6{dz>d#p~5Ym#+kS@J{F` zOzc3T+%bXXP1p6@cjE-~>FI81Mx#mcim-JDqv6O$M$hV}SNv(aSMSIj61YoYLNaS` z;!Qh!2UcVZa!UC+I7U3Vjy#{^GhV>em>li#bS~p>SH?bUvTzKXwM=-L4`zYWLFcn* zatKjUjqp4u8lNXqLkR?e%oAimJ~B~|kSlp5;hq8mU0!qvS`a|V-)#NN+l=V}xpcw5 z`*#-%&Bqr6+mz1Rk&z@+>-1K~$uOSrVd0aL|)xk%|<^P1)&) zC^~2!=ROprZ?DJ1!t|Rdls;svwR&oDgWqYVEx^}= z$Ad!3R({*n&FZfzTX=6Fy)6y8y_poaH=02Ai$|B>!C^F`9Z$_^KRu!AzX^d;LAz(Z zvlebecu2Xvkg=b;W`-c2gn-NHkrZZO$v(W$F>_2a0@={+`1Yw-aJ)6cVO_}ztk z?7uflKS@U8I(cFr>;H7hpWK?B0iea1-Z^hl;ECCmQ*ag(YE1nZ9jZfn)#1vWWx9Aq zbsR1+-j=^u3N5c-rw1S<3uktF5q2euxEVJ^N4axd^;Elf9v8iZUAN;OK)iLdEYB*0P*GqGoqspCXMfcd)2mxKvmm?T1|VC^Z~2L9 zJ+44?d1J5Gy5~W1?JaLq0ajz$u&{y#AFRb2J+VELC;VqBIBp?Hg}&B1)ZNFVR^5UY z35uDzS_Vz_&g9ZVk)bHJA~#1mRY%#%wbTD?&MB1$Wcg83LNWAfxvB}A>?z}S`J9Z+ z6E0J5y?FIeNS50B%kR=)Nv|T0%{&}pU_>U^GNu^~cs}1)>Upcv69>lF%+IZh=B5sG zc2G|EhEQxL6Hw;PgPRB4byVTDw&8{7(Q7RU+VZCiQTNCkjEs6#Ex5g;KrFm~>^Y^L z*9VOfgOyj2uhqqzb591oT17yt`hQH6N<{#3yt*n-&QjWW*^+4`z&57@mkzh^)zYe1 z>@%#AH0>n+?1J{!sd*rdN{LpwQ@i)Hqc!!&PxDxdHox)=FY`(kiK-TSx#L3XCkGj= zgx_d3h>qJiQB_5Bs(1#2I`y0e$Hn79ObEV@#^WTjgm5XZbN>w0de6n*D1vevKTtO< zWv@I8g*p1#XgqEff@K0q% zmRN{p4HqN2Ih(psWu=#DaU}Ng?Qk2ze;$2;BfLE#K*9lNuWy2y(kAD?3(A&@aM>F# z|5J|E?rz-l3PoIi7t~tS0=)hxF9f4)eMJ$vl|@W9M;@E6iP_==CmdJA8R@dX-~>0L z&t!r7p%f;1YxtmV5VrN|$?Uj#X3om~((vP_RcfqS(97=I%kIkazL1}g9Z$}{Hdx11~ zs%cu7aA~fq_N_3<<7%&JfjECF*ELV=cu7Of>fOY+3*&k_i>=kuWeY|YJmpGXhvTwR zlxx;)c)ker(mbgVOe+p|KGaEq9ph}}g2w)8U>&oiapRoL1SrNc8wclw76djj18R*L zOn}vIt2f^@$B*y5KL!&yskW3utQjY~+vt?4h#)=Aa3sLg`MnVq;7eOSjMFng5YEI` z2>HQJqIJ)LFkWXd5M?6I-yyYdN`cAlt(lDw0c^;oDRA+K_;9BOUqeIMQN2i*gc9-< zlDM;&rNP7qghTu*98)`=H$|#+Eif%fj7y!M5Qheugc7Zv@o@*E29M7Fz%n=c^fM%1 zmy6A*r^)RJ3Oqk|qan6TNQW!vG%0RMv)@%Q^=Ff@6w>z@uS&KIO*Sl+nS38x{ad@2 zb#;+pY8$^xjAa`w!7?bvHG?0fJ678ZowQ`ED`U@d8EW}#_G|c@_$nX;y~dSa67-uz@8h7_$B`tA0xKoT1LWa*b5Mi zINAD`^2EUAZ$`w|>bbb4=Q}spg^R-lCusrD^;7IF;0t)PtdH4p?{pYSI8TP-xUa-< z%{f5z@L}K`^ekunOK-55t2}Hzf}g)^iO-poJx+oIS(}U3jlr80+CwVsYa|`XuY)>| z?Ed=vjd!f)o^xIo zF}h!np%Qg*BqrxxvhJ3{Psjmq9~?y!4n)Q5%L7*|`Av?bPtfEbUQOsUS11wL!zXN3 z1bzIw5C@GiNrBoD-vSv}8Vvk_)#?rn{cSaMSmxizVL|(eGgA|4gZ$Nei;nQ4CrhRx z%We{BM-50@+^ZM z3d|opQCyQ({)^4m6m*qjhL2ioN=j2y1$%T{1!4JGPblE7Yt?_uVSV(T8XC} z4RSiWJ#+Bvp8$?~L1%MU5$%wdBdWp!($x`%k9W&zRoblG9$zx&a{zH)SR4$868}Ze z-^ScLMjmzoYz*eUw#4e$Ok{#8&^ZXO+;hQ9r-Mz{B8(S;^7&|fz$)hzdlYJ7A)wiJ zD_j+SQQFO&KHAJ6%EBBcnwUD5O!sf254E#T_cZ&ls2z9@5uf%YC{0~xdXiDa35Aa+ zS}Q|C>PIV}5ct73dOb9TVTVqR94q@76G`CSK@KGhtQ9K;8nv=KCXW^TK zTGe#Zib0X73(x)_`h!53JrQ(DK^#vWOHqrUpafhCV~g<0ThCP8jJvx zxUvFWB_ru_uwf8)!_B&u<95RZd9hFo-EYx%1GJyF_rxX*D%ZK@pGe2^)g>?Pt_}^7 z`>m$uSfZgIm|f4<--Pp=%-GyQCssyVHg4@GDENvRx~E%G&nr98I)tdSC-Xycfye9Z>&sgd2u7a^soI7CmHTxpU!5N<|3z5;^!vp z47i>+z6(0OwC8Nk0z|mCv{_eX?ayHzn>-Xh4TTxrB(n+}>O#L1C@ZEPm0Gt@WbSW| zyzVS_hWr`me9QJtF}NNF)iA2FZ+gM%{Y|u0FnV|tH^0UXu9F+5!>E=?q#lT6C#-n0 zBYg<0^bA5oAPC$)IWkQdGQADAa0sg3?S{Xca#R$6K@JT<9;|K^TH}^~T!xR=b3d{R zbUMu-&Z;`rO+!F2Aq6qaqVa(E0fc56)NjV-qx;>nP;P3<$TB`Hx-eqdOd%EnYI!9V zwArby`uD5qm#DIY0i1@-1bXc@p2oYfOw;ePuY)}j#$u8TSWQN!LRn!|xBzkx2SMGf zPY0dOee?~sg}0}id8of(;tVhI3R+Bj!@!QXq&y;zNT}}2dfml0G-z=W7Ff@_xu;}_ z>I(2Qd7i?BQ`Dg_o#7XwQ3%Y9wC8cM^!o{v(`L*U6NDE#b<-npB&%um!jCYsGYZ_){*wK`fIuZhx2$nrmHl$K zJl0t903MNA93^{*rSoqg)n8am&gwqwEfpWtu1j6}07$);_JN-MF*$KeFyEe$fXP^* zi+z`YW(FTu``6w>IaU7En*8lt>p;Hk@7J_@Qy`b`x&&(qnxa76oRg&LQ3D5pTJmT- zSs!2K;_9~Q({vskToV3dC#?iJz8dSQ#bV8bJRn1^H1_AN)ihrscdK{9?XOr_iQgbM zyU?i6!*+$@jP}X@kPV9Wp(RU2!*MEylaR^nl>`gW`Gm#L$Q2_5Zonk8$$YSxJ$0JR zkBg6&d2NYT0=qnEuCrD-?lTDH6!g{AMc@v3HyDe#U9UD8*39v`?~bZsUqg>ktVz+D z?VX`Pq}wgM>4%h>@mD66%M>(%(atO97Gb$|pr$lV&7yiiYq0Pq(yt%}*LEHIbc*b?o!m;Nw`?oC z+SN|#eX5d*e_wOW&S^2rf5!|dJm8^{LL6r-rib%oWJECB`w;kq+_i14>Ezwy1)WAp z!&x_tyecP&Chw6!bAKi)js=d%sjrfTi{%aTEcl8d()vkg?pp;dd&hv6^*o$Wn{5gb z-{adJjET`>hY7SCm&|CxZzje5h z|I3_}L~rqe{m{kzKD!|OEH)xamSDfn_ORY`atg~=@~+6nNJAcm0>u^Km~{@Pbjme5 z!hJi0;2X4I;u?+?^FL`Ry4)V`aTy-9YARZvvoT+0*o^<%$d#c~%CAfyxPv4* zG$PpAp`evWxd4E5*lC!Uc2gY)?glF_9LBg0gNFBcf2<#A;ne`4dq7spMY4jDSp~}p zqt85BtVqFx^UtO1K@80(uuopyqIxfuuFPpEbO*543hU~l3;Ls~Q7XX74i{j==xA-Z z!)|W~7k`jj<-{ToBr@=KWuoR&3FfOKK>$bAf{9xbm71XcyGcQGyT7fgTD@Z7G`$}& z{W^q;>XRqj4NM)wUYpI9P3N;?E~w}D4f6X?q^>CURavz{SYfymDI@YX?Nr1V9$V3I5d{%>_ zo8u+e87j~G`|@)+Q`3;|SCqMikize#x~l3Y*=FzeCuKgvBpeE6v~A^&W8be5`Lsli zBl04upaHC7kVwv=J#hw8iG~IhXBMAyl3!IC>LMGc)cWWnLUEYP^%9x9_Gbe%?8RMq z7Z5ZEtj($JhW$ghwRwM^1)rVJT#2IiA=Ti~z1se8K#yTs)>ak9CYUiq(bNP9A2o_) zvOOkXA^8pOT!9u3<-dZU8BmM&SpFI)uvqKbK(*xcP+!On?gbwD>i_Af$P5pvQ4}-$ zFioM_AR)X)jL}{6q_O4%46t4#gw0Db>p$X52~NEouLs-F5y~wx zxO9_WJd~4lMtUN*S^1oD<`Xy5uW}Aq{b)B|G@m}Ro}ao(@PKEQl#gVA{2I%QMHdSp=KmM+20s z_B`xWw`K){-Hh@)A|+X9nmEkxh7n7+M0SWQ-@Z<>tT6fcd0(hJz)%&W(0pM3xP{@s zGQh+*FhOVq#0Hxgz4Z6Ya3%2FsIH;)#*vrNBms3L{Fg zyuXiPCk9Av>)$!OEwLqdh_K7WnCLw3d_Z;%T&kWb8vMbvg8*g3>esn1*ZG{8-b1K= z52*)jf)8`iXmD4UVtysu*KjU{$-Y5^+b1>vJKK=}e?fx~$3nLole4DqC%W#!&gA72 zM9CIa>iGbpb#m2GZ?a13{iic62K*3GE|o-=@b@@3!hO1;}zKv`aU7>xokNS|W$ARIzDH7G^FDyb8E`3O+R{_9ASrG zCIcYvPBUP(UO#bB1_nh3)jSgIOc03~gQ%jSwLZ9)V0sulaD@P-i1xLE!fyh%9pHWA zMCBg&+Mre*55T{-x845Gb?c!SAWTKOh?RbYfN<2{i;zEk0zk#p_3F^Sdr$&KDI zu1rk`az4Aix}7o@(5S#AB3MmvA=L8tYG;KR7C>wG$SWM zMrz}M7r{>`xUF~_A6wIpueP0hzoR}&RAjjAUVx?#8nQ=QHXy7<_70+D_sk`60Fo3>dCvXwfa9Jz%ONs+gVkts$H2atL$T@d z-oJgLb#vu@kFOR*iS6qVN8b<9vMXVq-5&{LNCOThpC@=TccnXd zUPIm_d{Ba!@06LwlQ7rrJg;g4fUb020x@~QuqH<9`$6cb;=cA}UO11(^lpb=3Iw!R zP_^V(^+QhlxYb?T?i!X4bbu(1mA?z$>9HB(lv_zVo{27=82Q=&c-lb+ODgN5xI3_7 z9h+hu0#O>lcVXwm-_nPiAeGmFIXDM~m7OB5(s&D%<^IH+)RqE@J#m**z12>g zoCO}Eh?XI|32NVxb&eJIU`n!9zlclVD$`^Ox-STQ)v?+ zFJve>Mb*f?Sv;hhDWESOwt>LwiSm!8EMtp@T^B|tFR!Lt(RRXFqU8Rz)UZQQ{eNk1 zDYpOj`=OoGC09dTAe6W)#pR(?d1^54e-Am8Ev1WyZcB*)D$G~_`K+Xd5AA=o!qkUZ z()D#^x&Fud-*W;ao9Vqhf~*H4*8_&G&+XA&Mgi!hbIzsZJi9x*`1bm@4yucHrRCOR zw}Kl9jI{xD;U5uS_z)ZI5GU_uyAdRxPM%p{a>^*vz{OI9f&n5A-%idOGcch@67IdH}6Ju#(_Ur)m_6U`_xT3M+{tqJ;Vk=C6pZ z0sbs4RT)zRaN%8;3tX60Hi~2W=`BK9Tfum}b5)*$kC(wY3dVOPM0l(`qEM;P3Y`T^ z;3w)Y01uHVyg0EiD#}<8t8%D@HZG}r9FaUyRFk7}%D+2iB3QS>6YE{%JufO1&)~5O zKZGxRCY3}mxJ)KMZlb&q&`zXp>WBva>KIiIO9f>d)8Nydv=J03ZX|}$L`8sPvL-ff zWNb)_@7Gt>=k>s{9@gaEI>x!q$I-EqNKPsinaA&CU_N~NSa5124Bs}6rMSKZP4{*61>U^DcSL-igi!0JNDt?XV81fy@@>*&nb3=?Q z`Bp(qGkK$qI8-dtBtJ2FD+??_`AjF3Qa^wuRCwl`cA|o;^~l~g&Q=@I={nm>Bk@18 z&X2*+pK~)lcibh*xknx$;34TigQ{bS3SN?HYKYl<-mU2NV|J!ND^Ke!IuECx!umr< z@|GjtLiq8^V%y-{2%eu}N!khCAo$hPlOHw!5*8ua*V=0@L#-wnuY>B{;o)q)LW2az zFKA1SkrH1uzl&!@b2~06k@437J>*cLniNq{WC~8VIgisWqT~jthdH;PweC(jF%nxi@#S6(&js=y z&nRonhjKd8w5^540Ce-Wf2VO{Ps?&M+nujh$+lX`reNYbL{mTOIU1+K_y|8Utm=T6 z9Q*BpT+Ic4vAp__=Bu8tBs;nkG{{`4OecG-Cg|2st1AD&subY-;scE_=sj#%}{X{2E#c30YS-l zw6GQAzvG{HA37El#J_cDJ>v-X5E-=F7TULjQIo_mNJ2->nU7LH(gEkb^ zwsO~0AA*E8+y@8yW3a;XI;GGxYfO1=RyX{kgXE4se4YC#@a?xD8~?Y!S44NikN17H zbpLg-oOY6q=bTb9oz(iu!o|-2-O~Z_2b<%6> zG|Wtl%YvY0Vmla(%gX$=grVzoyQp0w+O6S|EA8e7SEv$NzYJ~5u(5Sq&By2a+i_~b zlYI*(G2)pHT?)w09V!VJ;N9Fmp+blu z2|Y*ep1?{C!-u7D9u!vFXXAjAg5Fw~0+4V1Mw2(hUO7hDlFW`ty8I8TrCK({H#MY|n(}y(akc z;k>zd^`hEmNIt$j34T$rpq%fQ5Ak-8wR5MnF~h?U&H5ci2|nNGvs0FQEFeNo6EqaB zDV3R8WNY|Xy}J5JUXD&RBwXNrJw%r{V!GP4t|u#P1V-0%S!kWHr0EQYcjdKc-c`#G zCea*dR|b_7AphFI3d^~OiLWx+;3RWfh}Ux|0-}n^%Q;EY&WPUT2x3~>DPMm7`$~}AG1+}L&%>)dTm1f zxVm?DdAKz@q`RI5l??r*&ra-y$`_{xku7kfIyHHDU9_3f)OkQ+pm3*rsI*H;Z2$rk z>*NYolGM9&v$V2gOb=W+gXHK8oSW5lCH??2PD6ngr4)@X;I_NG&rl7X5zm3V#mk#%nvk2y|kt$O#!lv0jiU2;5U*%FIkU znFyf(kOU?e!F_!nv?@3zlQIYQIfbFOj7*?y|P{evILSb|vWuByhVHqNs(~}aOUqkl2 z^Q45o7J`B-P!TQ{z#;0+khqEDg9$$*TqRLzIo-@i&uB`5;TT_p`(FWQ2I%+17Wg?8 zVQ5X{z6u7V$xLw_4iD&e&~rbVEfJQS*Elg%euv{q?r-@Qp+sq`OejADghL+Bhm&4f z;eA2{jeysrtX0|iX8KmvTZrwGgQLb(tx&AbC8xy>JY&6+joDJebdDX@+3;lD)4IyeD!6$=k*_Io+F%JiKTt4Y{RgE+emO9hSAh?&e<7eMk@S*deQz0|p zBitzvi9ZEj=MBdXc66^G0ub?Jz@-NiD32DrW8QA}()`@92?%Ugy1ZSJzr1k`_3g~Z z|J*og)$A=AphaFDRB{-M>%$(n#T{;u#UhI3#vzCCH6)-P_QQ_WaY_V6W)nj{TK5{V z5m8p%D^dFWGz~R@FwJ%{Ij3T4qD4c?^Y3P}^BSUe(Xv{$dybFe^v*qnvaSj@w$>a8 zeJIL)uPKnz%??=@97~>)&O>uXR^JV~^k?kH=e{!m+`Qd|^X@VADmh8xDR((2#`(2t zdl7?{Gpx#KTnDd~=a~xY8|$YaYdLne@)t}C7(lmgXCi%*I2@X|wugdURpwzo9MSd7TJ7@pa#VA#@DJuI$5|eB3_CujbD`mG z&3)1B_2KaUEU-vv?f9~MEka`hah+uhfa2GmzvSo4{T>UOe6aDD8*NOepHf5QW|AN` z#c89?^dHi;0m$k(j`6 z>980cmv<6cZi@)9jVqUu!dc&3(J{($>ySoZF6C{aI3maTj9h^r~d^B zi19y|ln}+5sMBE&>6Q}1(LRPRX?qXKfiEB>fBMLReEH0`)R7knDlApj&3$Vb?sddG zNe|82fJ+ikqtaBpnU6w;s zGK%S<`y*UMw6Tz7JWiK^vu$84h!w$Ae2oYMS{vTD>f%^R5!{1wt!0EQHcUs~KpM#R z=y)Y$yf|}096ryH8Hwr~JlGnl_Tu-z&6?Ju^vA>V>y23NajWOk&CDQ+4RUO*1?Z!O zWPSQ!L@+pm5m-nVqN}d4cNdn+Ft6sr)#yn8B#s*C=CYI8)%n(08}(20;XZx;ym5C* z_nf@VUFtCt%1U5Uy>%g2i{Mu=Ez)^)(5A({iCu}yYpLmN#ad!alY-31tS*A$mj`WN zM%#Vy@~^{SSi0s;r>aED-SfNrOW_K7OGt`9()E_EE#X*`qDzL|h8dMP@OlbS4frUr zsD)$}>V-`#0N5|KIy3N=EBFec*8H!DGC0a1GxCkkzuKy`{&fu@?P9*C%evIEYsHhh zhxigPX*?z;2{whP;|w|0<89dU`_yN(h*JcKHYpdPI{H01{$d6U(ETP*yIce5pS+3~ zTr)P2Fm`!^&>toVc_2=At%0R;4CXQgQ_m6mXb0N#Bp496M4?QVLO}&nM-1Y)3@)?J z2?!rS?CG(YB8Fv*JXH)>?VyIO$j2q)Y3iOQ8EC_ENaD6gl-K68r{>}k0c!?KMZ5QZ z{j5CrS6@c6&eytEm+LE!+f}ZIe$$BdERhIrBh~%`$B#zEG{bm?Peb&_LE_pQD<4y9 z?nvi@~J{)fkDS0&#&`-0)GYKM{kGqqLgLnUQSH(Uun{QyJI ziiyE5_bN369qsP8KU6ZE+W|%y7T2N9QDwh8wU*;=zto_6$*}!`FgE}2JXNoDYWjaj zhM&g{_IH!B#;LFN!2kfox!66=M$-#9tFbk*;re&~96BVK&bo@C_?z`bs5C)%AmX^Z zpexnD9MyRQI0V-)lwQzzACG@q?e0QKiH(-8mfeZd5A;>V=`%kd%;m$1W1I2EvLPMF z^=qB8^0b}&Fg{v~01vM@6%09xn{Gjc-p57qo4&(;SOY4Ug$0kvAn174g&QEY_jV39 zI&a*A{75aZCy1MWuv1TM*nn<%9QmqadA~=`e}1gxk#rnHn^y z;6}6+EXe_hRypz_5zO>+)C06ZmhE<4{bJ?S(1chVi_Hr2_djayx_l}s(hxJR%)5Cc zz2Hcoc+wjZWe7|lu*F#}!5@jY4Bb(-VBB z8IqxwB5?RGGyf&T2t8&(0D-Dte_|@zxE=uM5O_ns6nD7Ntb|~l~tAUAfL*yK(D@yvibIqmO zpxVN=i+!l79^{wrmzZxotTw$tsEr{A=ArHhOBhUGZ{N3bIRqQeo8`>OuWPeS;Gdr< z3)Ui3I0SKUu=yCYK-A9s%Ns^Slv)D<*-f|pCj3M|jIfx`_^~Czg68^+M4Q|*8=kF! zDP7T63*M@Y72as^qFf+p<)xeMptt=~aWFes4C(V^OO2-n*V99aZ~3D7O8%s)Ylr9Z znsh!!1rrfC?eDZ&O#gPw--wXeIkEdL>DtsC!;|OLXL?@$9AUdP3Am)rmoy;Uk`a<6ebRE9|KeXIqelXnZdZ z&wSix)?v}Eo2-Za@BXs-hOMwF+NAC4IZG1L?hOYbF*l(dao}i8AetBlT1|%C$hboNev3; zNZ0q>+1S!JuZ*$8e(Gdxmf^xn-{bS)C}C1o0R<&l$4zPOl}-QhfaULE8UzJ3)x? zef0Af>d1*-R)bl#?f!hCY12i@+C=+p^<#hABM~+zgo1XuI?B75t*4otJdJQJezPHa zZBPC|^(L1o4nWG{wzwNNrL(+bWWQhZn9g#GNh6ElIt_50?3>11^VU5-1V3aMXF6X! z?Q5>JJ@ zeCpJlg&*XsIbYlgJiVFrr$Oigk&Ei%@9#s$FbehLBC-paFGiO1MK&PTbCQMsAqi5& zBlQo>$%l1c491P#ArfME)o^a0_S}&l>6>kD+E{eTlRyjiTt$IkgPx5p=Rm^+GiiwS zvZ&j07?#hW?WY$f?OBN5Nkrhe>$4JKQy^%{6%{EKEudpeIf?F0m2`B(ECJycw@?1t zTfY-Ul^GDFMyN!Cje+c5QrLdg7O~k7+~!y3r(Y0ROOUFp!!%RG@s$)xvkuu^QD1_x z%VS(++_2-Y>+Gspn7|Mgqs>ta7_9ygY)$KY!S8`qLDHHXKtK%c)M4s@L8qDz&?XxD zzthx%znWLMOE5D^Ks45PxmDgVkqb)WQHOFN1!eRl_fFC#)gwpc)0z2mf{2YM=Ly$LDO@^3HU%4d{6AtzaBZZpTAI=~{awh59vARojS`uZYj(>GHoYYuL-0WxI zALr*XbMps5hKkV;SeH!GpvUK}hkyVaMtjLPd#{r}s?Wzv=*P#%L1WdP$x*{f1#WO)ejc+%Atb%VO=s5N++HX_3AHbHW-9q zSd-J@yL>k8p58T1V;${RBFO&OJs2J*h>2IT(9IM7GCq)faJB9lckay9_Xk|RC3`r; z=yLcRoRd&=^Ng;+fotJT&bx!4Y*mx?aKKtSOEuXXyt%Kgur>BpX$Wn!?oBa83=4dBdJv0PVRtWBq0xG~g1Rs@ii<$&E48>G{qQL2 z^mA3D!6;BJrsOp3IOkL$c?%idvE!D`oC=U@#xbFN0dxb8JxC=#>VQM^Q|-SO)g&3( zjX_&|3q9xSpl_v?c>cu6(3ocH;|OXlh&c~ir_`tPG8%!&o@$fs`Lly*Emob8O~TAL zF@f!jozI2y%yhVh#~U(Ygb4#luChn%vgAFX2)t;#A#ox?Z^%VPAlf5upi|B{)X!xk z+M5m6KK;YsUyE3x+?=tqLr1|3TN2IX3MOi@k-rMZ-Rg68Ud(6M3t_WmFHke7 z-0Q)TGYTT^j}5TO4}#wWb#5Qn#T}N%m6I&Pd4g*XM#B6n;#Mx#^A?m*x7r^-W$WG;&p_j`#Xt_9c_9MY@6w|6q~-B*qeJJc_$w7g z#GF)UpKNoInNApLHoVmbkInPGh1F0K-*<-9ays11#lZ7K5%4#AEbUg3CJ)n*V9HQg zJmg-8rjHY{y`f}LX8}Pf5q^Au;FXCAX(k>uIx8Bdqp zefz-Pa|nK$Z9_|~X1Pnpvs_i##0jCBx?GBRiOYbdX+Y9BSigc%J9SpRPcFGRw4{Zm zyuXGhpFWd?7#kw4+;AldfJkHdQA>d&NjxTqvIwjcHYArGjtuV)k0p(Q0*rZ?8!sOc zt#ASi+rBz5I_*b&Bn%`J=^N$82nM=#+{B;4+F&7NteVo@F_u^}{)Uvx%i)3KN4F+cnkaN1BoKFtS{qYAb`EV|iH3 zs|zhh+DpNhw~eZ^XrSc|G7hQI@?0K^f0ES*#16nwSOG_?PG0UXhj!lE}bE=9rw3$@2o@8DCkP9N~Yxf zGtDuarJnYE>oNQ?Q>Qgtm(iV^%sGgFw%5$D+DFJvD9`9+pqJ807!3!QG`1y}v} z`{3l{pl|3Jn&S4J)d>Ru5Z890OIa7$E$qz{mBw-Ox3L70Viy#O4Az z(6B4%88721Rh!$>zisEMYlln@w5)uw6`e2Wt4$e_P#4`W0;YbX2 zacQZ~4~N|TvOnf`rq5WYB9wvX7L^s=X7lFi%I_=Z)LKsPK))r?r4J>H0`6RF9-lV7 zBoYY18Nrh~S7mVcJR_ttQ2``I+&bs93bW{y&O~`!=|>lx8+oUCr|ORt^2RVd^tOFb z^rJf>WoN7aC~%G|2q;p$L~*NNh-@=gGFQ?Xph7&T*z zeI=EjjG50-E+cz3vH}Z(1uy1*IobStb=Wr{nqt3JJI742@jP>+j(I7T2Rk3;q&htw z&$he2KMz-hS3Yw#w-3kY14H4jy162vWC%`9oKxO3yeqbpFe>Yp0Aj73*|q=7OA1Jz zP@aUrDm+E@DHuV}m_qp0I6&$Y>TiJ9B_8s1qep}>Nea4E@AO38*Jh*TvVUg7g|)%~ zVw+(wcfar$Zx~(K3Jsw~E!*pLx~4z)Bw|?Bd|iCloDch@b+cs%sv@v(>yW_#2zkL` zjDQSvGSr61zd8U8$v!Mi%~CR|VPTQr__G~OSUA0z{FLGQy=IKzE6fbY``Ku8AI}09 z6r<>qK?-Jl0j5Mj_ zK#(w&U+=GMv&7VD6$SDh`6zpy)mo?-WDstv2%strGE{g#vEYlJ1|~40QYsBnbbOy` zgD4RHPx44vl7)I(5@otdV18>^r^ji03#adsB zqoH_mXgtKf^s&eL_aU=<-V)GDTHJF0|3|MsN_3}1u@s>-sD9`5KdyQz@OTpCiy;qG z;hhU>t+~~$2Ur>F(Zbgo?bWdr5{wu^*pP{8u59Ls>a+$078($93B&cjRTY!U&P1Q@ zC5Nk)t#Zn|c~shF7PHGtSrN2zg|_2OMf@F!(ZV0z3omhbst2~T?RA%4cLT8$d+-DJ zmYzGJae=x7aLl%dT6N}wVOqmy{S^gvCrf!FZi4%9L&kLD=(sxa?&Wu({6z_tPX0O9 zb@*bu-=D8lCC$~`4O3^onn6(Xrvk9QCTy-SGud!Sp6wD#y7{eRR+$=CaVs}U2P6gGeYkN5hqj$})9$~=o+ z+mC)u>38b^&J0_BA>>4c^d-#FU>UKZcO8Cboq!hibgY_HS2TUxp7WRm~9la8vh2ss@LB$lR0N`o2^^un2;a2;xFOD zqaW-B``6NG(WA9WUGyn4p^JifqSOJXOC++Kn6nnq4=`26q(&CNuXougLO~c$CDLi} zY;y5DEWBDspBnq7x#{4)u&+B(Y-thFo!ESxVXl{=n$gkT2J`;6SjqFJ6gPviDEE>7 z{>uHsBb*9jbAI63b93o@8d*Ep#J!)9+Va$b$G}zw)Wt{YsC?5PhapvO{e8alR@rP; zrbLa53<3iIKp8syYtuv{VI=f;dpIQ#izZdm$;=%`Cprmpo-M4iwyDA}7B$>%Wu|msWoC9D z=uEbZ(o8vy>C?ypB2JB0Qy6NPLmv2)vKI?pfGazen=A%RpauHi#B6ozr-$Q3HTV3t zfsdeP>;(fdphZAfES&^9(M%dlGkQjH_KInuH&aLd^+k4a(O3;Klw+%#)05-((_|f( zfJm%K`FC;Gd~tia^X#k$QFJsjko>@H=g_kQEJaR<<x*kbHBCU#GaNUG+_sXZ``=&q1fJ*I>6rG=Jf+R3fYwoJxc zURuS)2g0eOIoq&si0zD&HUKKw$O}Mxvy4{(8>?2;TE4v5S*d`_V{tQcm#1)&A$%se z(^`pnAEj+OPf-X4&b{{U#?~M`9h3sdRAVy%DihB4%T*?4!+%t3dn;qY$2s4u z)=n&IVQ-N==Do#Kg`f1a{<2?xU?vEI(S- z5VYDKm_EDZFR0^BME;^1lsm58^z6m6=QxF4i!fETf@ zjgTpz&7P|Fy0Va!LMHuybNA_TyDq1}C{JO5z9RP%4#+*qAs2|) zkNlZbQgVX*hp!eK7Uc9PB6^Gt*ahw15jrITcVrJYwJVlrdmcqQ0 zTlP<)WxZ#%-^<<|CA*8|7NB8%Z*69I!;-Xdip^ueVq*}_D4d;;G=y;oDCb_yDv6o0 zPdwdDQn2weIWI4Ght6je3r7;en39yyn*p}A>n#Jtpt1O50X)Hw(FUMmot#r17W^d_ z<4eU)SqtnDV3nigm?^zD@otLnt=V{vXD3(io`G|@aE?Gw%wWls;@hvDN5?`te<$so z_rc(VBf!KlWHIk*?{9Yd&7)ciaieai1o;NIl)`R-0E5!J;V8pJOSOp%Es5lJpcrlUTJV zFru>a7;zmsA$_eDj53iL94a5cOP87xHEXP;%J-0}mqjRQVfIQS>kMPk-N`BtH7RT= zeYAxhkxS9t1nJQ3a~O@pF6;Vg^X)Cx;$xFV_t};<{JUkyli!tqNpbV?WSeo*?}cS) zyB)$YO`Hs?3vmxU>Yr3E`$fk$m-F>jqVaCZt8%|UVEN5)+0#(tBU$Brv(Y;WNr6y_ zWfpT1lg`ie^?2L;wXSQsqMmvD@9ncIzl?Usiy{LKUhXFQy>?7Lp;@kp!8P&2{+)mm z$hjfQT)>gVYOqF-r6>7MXd_;k5Ud1*pcvtgyb^wL;B{OxrHZ@BW~ND?_v2Js&Qj7x z%2L9TOLY8>SP*<=D+sLu)-}lyqMb!ddw%|hsmJpj*=X-Ezv=`|?%V&PaXx09g5BGK z^%$0dmxJ@(%WixY&V&A&`mSPIkS12_#uO1v$oZM zmw@@?fTNbs@K{kLz^Qld*J6d2^TMO$j$g7N7gCAiVCv2WxKQ=F84y^q6JUy{Fc~kS zt6O&$%k!pr_gM3z?MM{8!xm8#(Z>Ai5$$84ak%rEdl~*oQ+$!bY=1pK7MkqFD0tX{ z#oVq*+4u`#K%P@>y;eVPorC5T&@(b#0BUt;uX@5!;iDQ-#UYY$$qkX~#v`3OrEMAS>Ynmx_Sk8UJfG`qa7Bl~t&F>bsmdxb_QSlj= zf4t`pgHf1DTxG$@QdLHbiaR(5?oPU8H509KQHHoN7M_5+`#Nrg#E$!F69i4U8e$>I zFAe$K(FIPEiPb2ohPd^1!RK<0<78g zz5dX73WH`ATdoW4&pgEqG8t8tB2_k)DKu4(h_yMlHeK6iS~hw3cBSCyt0oaui9 z>>iP17&g%hbDv@HZ-2Jt3O3Wg$*bj5xF#@u&G2KsY7nYe$XV;&bgth?Zz#&5GRX`4l(b{kSfXZ(J=Y%s-g*o|pPM+(E2=ltQ zU(c%5=)50*6HA)-Rkk$g%l)GiPnZ(*Q3CPo1DIG#A-w%WfIz8L1+Sv#hg-qPuhPN* z@GZg|0a%`O0YMpUE8#34fc^Yp5ry+vv@Y(9A~k9qfZ%-$!$L=Gkvr_f029(L4ns8l zv~juGV3%6+TRr`cioXD0E3h_7CIxMwTC@+Acnmqd#|0%s!NI#oL>EG-xh|hQzi#OT zK~dP9TVX%bOb2x22@-rEA>z`JS`g7#s=`R%7Uaa+0Z{+&XtUbja=Xe{ocirIpJ%kI zanSl^*UqRPwU(~EDn^ccl+2IUf(0E{W5&GJts;Nv~&>M`cj)*e`EbZyYV0#$Pq(YDw@1zPglMP=AFNp^e@g1?*8XeaI{Nu=zn(6tYA4{f5MBM_*oz& z1@tnL-ZQHhO+jf_2+qSFA zwrv|-ws|Y=jX3cJ=S}x)PuBV)SLT->NUjCnHoNBiTX-DOskDk0mm!Vts;1CVw&2O& zc!hQ0MBes_Q+x9)O-3+#!wg6ah^`_$#4rRZcsxj;%tI0Q$bl~IYTw=P4| zL!(!wt>%$_nItWs_jVS9A60w`w!E9#_T8Y8`AEQ36t%`;FphoaK^yRe6Sr@JLDjR+ zzv26o_?PEyap-srJn(wbmOzF3!aSZ(8)_yL{0W9Ai8z{q9L01GZ9U|^J(PK0Pf^F= z0Mu6cw(gh29eG*!MkqyD1)Gn$LgyWrqs1sCb3C zbH+%hg2T>(4X}SwVl%v_Tt5mAq}~gM$^95O!B(F&8n=Jr&^K2rIdwr$W@eDk!JP}z zbL9+OSg;uPC?-}IDvrOczY1I*{~CMOOgrM&ekPt35Iv&Ki=KF6^V8Nx7>!3fNco|r z3(%oJuVV<=^FMZsy}GN@svZQ6f%TXC4CBj1F@|t(^oPTe#@5m({XFBX&B+`^2cdii z?)Cj1o^G$!C&xGgrs}5$fBn^X_*2dE>-ICgP5fE7auK`qJ(HNk6GBEbzyR?$L7?d& z^G)hDC&n(%=i+r>vnd~Hp)^S;31RDn?E}yNLcT{E6dp9G!l%IiaN=s!&<_D=lkF`Cv+nz^W+sIHieRT3pCewIBq|wIGK*u7DOG)Ea1E$Ib$* z=&^;$_B@kk`Z$B=Z&Xok^0 zPu&^>2A}!YX+jxQe*5odD&C@(j1K#}`g5DqwNw2#v!d^xK&ZyNF$gC$NWpYuk~%1H zQ@{`g1wc~hIXGDAGjWRH-(OVZ20D{68LzLWVxrKbkvZ7q z;g0J3{@>4Et6X%tJMlHbh0O2O`;8hU*)M{)%M^4kq|yf;L{0PnK69U4NP z2n9fbr;1XCR-0zjJMs&>Z9G@G>7Z=0*WPMjRcLTjVDdRVaO&W;e8UuL5V*(zVI)9; zG?+9Pny(egXs(y`8+o(zFLXD&Mjzo>Y-Txi%f;xu(&UVmBpOJm9t(Dysd)HfbI@RS zU|1b4(Z?!;(wsmGmavi_aulY?&@kzY>4#)m45vX*&Sz)rzh}vBPRRvQpllLG;@>RD zhz+hVH=v>BFTIH^2sJodgXrBzz(8X}>N0x#=%_@IUN(cB)DMt>)?S-}qW7o|31T@= zwvgT~^;WaKGCRZ(Z4c8g;@V$iFmVirQV92;uy8M|2FB!GwG9*OqfC|m(p6=viG$3_ z@H(6sS#(Q+C}zrnSYTYoaYFO23QW5%mvlU3SMS%AeLS`L*kz%3hJ-~R9&!-0`QSxQ z`|EUdP~+4LIGggmGFE9eXBr<1fMmJZJy7)P3?&)XJY%SIoGL$Bb4Tn=X8Kt-9cDeH z7ck>U^hl6Bt@q^8`M(E#zdzb77n5te#*#05X9r19=IpbzJi2f8KNq{FGZusijFO52 zq!`LzPIYF?aN>n+;D{E<*3fKa5V9#8)J50V(4G8T?}{BgO@GES>K67%`a+qrk0PmS z8BUJvQ9d7)XO%aSGW3xQ`w+CJ7EidnR>Cx2^0xi%J6)0-MnEJBs3*NMLJ)u~)ec%u zB2H}cR_%q^*e962sNdCb>wuzZBuk$(F3iFC8^@K_rZ?g=z05NHUd|VRkC57|OL$P0KTO z35kV?%iwLlGOKeKjrz@tZ0LoU`pWgQMbqKP`$%rJLwXmw6F7ki8u=hbM;Xt7To* zjlQJErwxQZ96U>=Ms$Wdlwd8i99lH7D2o@1y|vI$E?3w4bF8YaD@q?iu`X^Tz)$J} zc*0~AqRxR7gM9&LpL8|1rBZj|5Yq^64<1@|!_igbt^Y^XrzNV#6wDIX=jqtz_~jVt z1atD{1!of&6>$%7f1gmI7`Zq&4iOf6CIE`Z+!FV^2oNvK!(`u_<+n{MUoyt|n;N-C z8veJitV7kgxaWRy$)T&Cyy|`!%&rn=Ei|ULc)~a3zeKy`4tFnZdieZQN45J#<;=0A z&jTLyd)Gr;FDnsFqn^gNq`pe^R9nkM#Cj>uR9#ECWcLFixfHs|57J{LdrPwHZ9n8C z-xC%OY6W+{;?<)41xKkk=2wypn5lDm+2|)`UFk*rfLs+WNG->#!TsdTk z0|5>uu*EobY;Vyb@M*r0s97;4Q<6O1*F&-q(GWtPq^_h=tGC+D zGqaAjdPrqJba;`u&yIzXyx4ZY3(2ITXw?9~NALu^PZ*{eh#{zvMxh}=GlxfqnmHdY zICthw#;h|MD?|rT!GthF8`SPML0enPiq*SgmfS`ofrKBk5(VDk%gA7ewy!A>P>J5s z2gxXbW(bisfW^fk_RfQ9C!~K(WYV+b@gxnG{JK!s4CQEZNp9nR(YZ{!KaW1;i`G7M zpUirV=u@!?_M^5T*E=rmvrp?XVH$S-?s7QlVI*SvVSPtjV15+o_CT0M5c}rlyK<3; zvC5Li7O7Q~=MRJ-9F+(7Vt=z63JaOnOY`|#!oYV>El(t)=tIlid=b=haD2jFCe1D(1+M?CG~5I z=>^3WZ|m$e_$$qpicsU=DzN^xSvr1a$M~I8%ns<&+_uO*hNi+QI3iV58v|_!M}LJq zW9NFY9NkGb4L2XJG7)tDBAE!ZkY6ch{S8y`{oWZ<^?vMrkwRZ)#2JM2#eS(!VP_Ux z?QTvdv-0Tp6E){N_c4vQyE^GjUJH|*e@6)-V8is}6JIv0Wp#67*2iI5&Hwaq2yZb$ zlvsMeRaxo7$`ae1VURBEW4kz}y16Vp=CPa7hno9Gb&Q3zdtCmq$Yku)a4OndmD$R7 zUAT11uJlIhzRW}wn?0L0AxP23@1mMJoW-WULEB0 z`oSqggBxYe;RI5J9+6_^Cd&gkYF$h$3I%ca-yV|~xku9duZvZF{(k%5-)w$`Ub|0s zQ_I2bWcog*ZR`A^t;YC@59_iEfTEp985$o>Gj}!60<&5tZMW+bmkOmxM%*2Tk1zk^ zJT26U@bE^mkhz+VV0QoF&;kWb%?IKC@NMf->cK-UPaRdt1%n-DIEoJkQ}#JawKt;t zGD64Y%XBJpF*6TVp@W$ZtGCoIA8y|7&TEr8d=;NT`HEB3aOWLq=f1SB>v+|m z3CZRb5Rr-co>|6m2Vb!;Nb4oB=4UO$F;@%(TnD{U`XaFVkU}p7+)ZL#T%sH^8o#^#IdaX_*$nHt9qk() z4Mhm15tvf2%)9co9R#czqWC_H0LUPhBa&-Bm(g;SybAnQYK=;9QP}LoOPx3{9#cbi zM`9jS(P}J!Ktw^h{^ zsAf##8n_1$0pM~1iuge~I)Hh~s015>fHmwx{q~@z?WODFiT21fZs$u?_ZZ1za^QOC zY*+YS4(eox!Vsi!0ZF~KsB|=#5EwvuRyjsFl(3{>h}bnEVPmR^3opQQLsGM$FzH+B zIwbR2<3N{vp_mdnqaw2cRCe|(w{o|V&!sz09b~#$*eSR(|5kWM}b5*OK86r`=J>`*Rb=yrn3}v)GJO5 z*OV(*Dtu$<+f**o{h@}W5Jjx(krq~5K=A%fSfW7-qE3jI1#>f?A<_NEoGH|INkMro z*$=L&??-muuorUm-I=!V>^Mz-TfSfWMg?y>D|)?rA0JwnH|p($c}V-n>23*bwcNkf zJ<&o}c*TpHnF&mB3`2SBl<&ogCfbq3?~A3|wMeK0!FZMp3;@S<)0EGQHmXy%c=^3d zRw2F1^7b?Z@YLCn4Tpd3(gHatX9g;=na8}p{?#2)riwDD!!!{(-6gH);Zm?Io*-vY zhNp`;QqLh+)*N)N!a3#@A_!CN8qN($eBqzcI^V@vZCkcLDHWZ4x3O9EG zw#4uKM&gmBv(jd^xmzpSp@c)7q{xyJS2JTBtZ1YH2sx{8h20hQVJ7z=@k|8|0wz-G zYh(x>7b{N1RYo(EpiGtczr&RNyW&y@pIpt;^j8`GxLLW*=r|-y9`8AzIF`3gGDB6i z%Eh6BGa;yGM**CwNS^2G=?wmYzbXH*ATmsE<1R5rJ>|j~cYdp#5&OIp_|^!E!^xm} zuUY9LuUGyBDPl*>y&8Ju3EVlSZibi3S_snVQF)7qX6d1_9E1wBs4SJ!;lA&=Xj5KK z27T`=?dcM+FN#Vqa!2O}ui51S<9r&jq({c(INq2d*k3$S0T94xUc3omYPiFF%W>3s zme)K>xeO?=W3S)s``~TOL7RZxXgGXb+HAHq)93IVd$2|AOH+lj-YB0vSrX+IV+;U{ zMC~@%#d~ePS+!2Lz0ww~O#$X#?)W9A=i_NuD-RA&@Aog-QlKQk5t-+HDVV1^GAq#n z>s_i^5TP&e9>aw?!<}Rk(rT|OAcMqse4xnoW8IL7fhmd6|M3?H?SHKo*2gi?v8M3mnAo z=>tR%CV??kb;G`*6M6n0lstI02(@zBTfZv}w_+NVPV+Bb>&aEQU2a~s;srNhcbIJ_ zqo_!cJ^3c$7?T0~*YrFji7^uikjr0Sp0AJmX5^Md^TAXOZmy;P6A5^V^F8DHKwWLo zJi?lbIz&5?%{o=CP5b~Ug2a9a1QGop8ONajrI;Cr#Xd<$T*N;_4$_%_O=Ny4NrfF_ zJZqtWJlTeZ3cpEY%}-#e7Li3qtFNW{O?y0hicZ6&M@9Q7k0PIP)4xw4M;j%pVBNOH ze&4Hkut)kIm(A&mmqVj)2H-t>0E93@4e$m`$$`Hy047)UR>`AurOTdDFRok4(lUKt zF0!#MWWYb^7n2YAC-P2qIv$5lb$Wi22QCH8{1|xYZvwNDyk2QfEj)Ykv~jhTn#QA* z=Yz|b_3TVDXT5am>ayF%(e!KCA+oqalR7dYh0%F-jv`^Lw?u!$ zy~1n@Lw9r*ez8zJ)>3C}-yPu+s&qc;ukmBXKW1-!Gg-!p3w!IN*;R%DlMu8&X#4-# zrQZo4z|4{dDwzaoIsOuHM6dA#R=#)cXxO$+BuDEF- zco2mr737Bs3!^oPaJrr%b=h~EkyYu_G~U?_H2<>l&$Bh#C}uE##--O~wHb=eH8?>l z$=UG!0A5ClRp0=!9tYW6)jr?AxaDo~X6)ex$w24bs{P7^+j}Ls`q{oAR2{k@EI_~* ze}NLCy*g8s(5WC{$w-iL@GWDoeNY3>!_Dhmp)?f&ugZegwr3NdIDU*P{);E)^!HoM zjV)N{yrN!V5|``A5-{o&{>69^VuREl>Gp5AJUU4DU|6Dn4drIBQBF;hkt+=Gcs&i9 zTScE1zM1;h%x@Dw>F^uhWLM2gqy~_q=)FaiqB+5czb@n#OG{JlwLYTmg zaPV>(UjTWFg2FDui`TnDTVHA=C?1Pjae|=%li#aaPV_?-Klx=Qfjit9=~ zZfF*qou`fT^MsWHM)RL!`Ed=_)^aOF7#vT#(=$`^W{EO-o=Zyn=j1XiizDnI(->1! zaw<7*ccOy_hUV88x)BDJ5nN}uX}};0Hbv3SIq4=FBoV{4m=%ObfG?DAs?nHhEkUxGz=_MA3X+8)vt;4g zczy~%ZB$tS9D^;gC3Qs1`S}&OZr!x$0c_l^ri+q&?y!IUb-pK7_?Q6!57l(q-G3%e z5Kxx;2dTV?qsIwl-|GQd31eL_jct{pogYrFTROCPo)v{sp+|2;XsHIL$gC8Rog+CC z<>(4*NXNOE2&Dc%@(#1IV8m+C+8ks8LCUc};2dj)x_)8Cc#(L6l8 zE24(0_2_-~sT0#mjT2_kX$$_yf}sVNqe~wgl>aobdNy%;gv!`%77%yR{ZMf$bA2)P z!+cDf(*J%>nvC0W_IZ?a zhLuPt$;7Q}GE|Egkd)QHX_uIlwH?vveq;9!WTx*e;GZZDtysACh)Ts>XEaJpP^eO@ zcrOo^>1gsVQTSWpjaV2R?y8sNqv>&TbH}dH*y-W#Nk@m=T0M=1b6KZvlH zgQH@m;{n(tmH^P8(agYjbRL^GRwXYZ`!*u)w(KN|Uqj4&5nR>rZ2`MZc8rrr<^i zc~LwOOX8=&tw7>P-j`Px*^I~5pnU{lQLp8297BBzTe`}IH9Ymq`{$IIvSW5ZnY#rA@&$Xs|Y(xKic09s{0Bp_?6l-(ygKjJPx zmyO^3(7G!wok}JdW-EuzLW7`X5MI*(Lo~Y-n=(rEKx@verDVh3Fgq8DlKUJJ5`9>V&;^h1>w{o*Unr2AN>>-P`F~fVm8apC6u$qkl<2YP8Jw)p5wl=pEN)oQ%DrW z*xBL+LckzQdb;3kF}6UF`h+!Psb6_#4sw^saVzG0o~am<9y1ZhVl$1&DYZrUD>T}` zxavRIU*Z|Bf08@%HKeA1!qoYb$hC#5rlY__4waDnZY~e_mu>gmVI1>h7Z7+YYbj=8 zjjxZ+p=Z80biBC4giW!9?N@ZU+`+fALbcbfJQEE39P}<>R7)$d*<5p4aTEd{d&$#rH4xUF!GM%SH%Ao z>6w&8bY+@uCQ?)0PAn-p>2G$f#_hBgHNgsS7bUF}pU38j*=uIqmOD?5trO`aoot=9 z&DV>1Titq|+?F@}G#0;ePIIljX14f{@zJ2kjt-FB)Fhw~H|90}ltqU$Cm(@Hu$E!y z6qS#i#J07&9X$x)6%MH$zWPPhNrbu4WvEuEWkkT$m2;>t8ch3pV)T|yFsM55X!c4)NjYO&hAcq6+b z_g-_!-e6?()$hrU3BcfZhlP%e$n_08`d_X`d-&KtC)lge`W$>lN%yeFJptJJf>#Mz zUln@t@-@A=?kw6wn`Lw4?Ua(fc`$E8oBA6I{lCsg%*0dDtT=Z5-orPZ1%?x%QO-)A_)g58(scyq0ZA|VmSdCU;lpjA;e$3%0H+PsGuXsmA$%`5FIx|u~Yo( zY}AD&f7BhuC?KYz?f0IIAadQZVr%^4_k8`?Sw*yo{UffZXrrj0A|it5VBpZ#fGCI! zVv3L~Y3d-5pCXv>=Mw}8h$NT@!$34_N;U7#mA@1$FtVUx6{qfebZDu)TtsWF9NWNl(|#$OgpTK!!_(+dPF*?`(sVS3z`%?apgfe^8u$K2 zN9kZJObO_=W4)1`rSUv^6w|L`nc46qIBa4eCTa)2>rwXnx{%#=pD;`HE@rw^`8$!&Y60Jq#d`FCvT+M64i+*uDhA1X;3Vg4`OKDoS8TEVAWz z{{)pOwdW6j+#GMq*V1n5tD;efr^q@$Uc#UP6-||`x3)JsgVSRy_zt>%^ilIttjnc+ zGt=T7t~y7T%DG)Lnb9Jqyt;)&{1lOx%LI}YC zfQF+p=XTS??Y{j<_krh*Ey%|>kQgMrv^?I70+$)5Dp=hgIJ&_BJ30@h!P|1(`?(Pw@)f zuYmLA!~L*`87fp-yQ{RtqvbNha#$ZhG)20moUn&P^4N!9h(-^NbhcgQrvKt7qG5Rw zo8gw_;a2>1oxZ!__kOaqcYYuV_1!dQ^@@yZEcokKHwqr1Z^<1bV0fXE=jU{{U+->s z;{MEhF8YI6b4Y+#XMfh^7H32L=0(pzF(zxljhPo*M{Yd`drLj!xd zx@uXlwzfQbQGja;z5vK8`isNFDM1P$CP|==nI4p?z)-1Ky*a*ieLv)BE?AFY+iNQ| z1fx*BvKn}sTmc(g(G$ZyG$%(!KJ4mWucA^$p;2h%TLct>em8*nZhx*8Gj)ZuKl~fX zx7MY9P|0C5O=c&rHwJLpA3i<1|w=}3F$5j0z;B5NXh4M`)t=?4lq=BB2m6NpmK;F zfdMey4uzDyB2dMa#LHE2n^qZIx{YQoy*zYd%PgUqll}E!Oz!p?-fqu=GV5Vn=# zVR!)EbrU40cc$>@ICinRg11Zxoxn|LwU^pC>@lC@6#&EYLFM6io1z(nn+Kd4ZX0!R zr<@CMBuFL@Rmd48SxP)p0^l%UNN9`@i^Yim2GZStnU4-tVnGs0)zG4xK`o;?c+E%o z!|(-)d*A z_$Jj)%G6|Hz>QACcfTpSF97qSN(}*FrJ$L`(-Z|zQWL{gVc4Sx)d_$A zN#yde)VOKvh%Sm})p)cQvw2vB07xdKp>M_2UmAreE%$~Q4GCla;$fZAh9k}el19ui zuQPAPGusljg*X^{N?}~l{UqBgntHF?PJx)Ssi&PWB*T}T+>*dK^V%3+x^WOJIRjxW^vOXS9BH!#kFjuBj6S@VLMBNTT1KS;Q zrzGeThZ7xIaGE=e=g+kNN$GAXxl9||)oSUSTIBx@xXT z9&sZF!#=^cmcT6r2JRc~xE@~?X|Tkc8(K9&y+?Sf0rPkNm5|{iG;ShJXrz@9fn09@ z|7YzPbu!L*TytplUQ4)1OUot zz!V6+>QOq)n#(+IJK*Zt^~~gXtHh)O9Qy$%4lgkd&KKp`+dI_QYVmeI6`t5xW*Y;U z9Z42&2%uaDT}J0GIoV0H%yfFuh1Qph{ii5{w5?Cs<>$-z2FUz=NxIfwD^X|Bl?jq} zJOxc>%oYbB32U%2T-HA|Z=v4#=biQTRsLI@_+8i;vr9a{z_|#Oqzs4==@JHo1%nDF z7Vx}}@vZ2F{$W;F;pP^d`9#YVn9^@YmDJ#Pu8jW(t$`rkJnl&~^bqN}nw%w@Sn5!D zfyxz(NEb;%otjEzELrG4O9orZ>e52RG>9p4UXW=S5P_!25#!@U{rtrbm2d!ENnEJB1NpcjWL!;+LcpAt8w!&{<8O=HM{(U9 zF6Y77Rr?HxXtlix+#Yl1?ScU}!8!2!W*d0%uchrrw%V#!Tf5ylO!V(DaZ%APbrFy^ zpU>sjnM15PTHPu-b=q$fdS{Jb}uWB6fiI%l!@EIAdJ!XsKm!%?fZoJ!7?+ z{P7!^GB>IyIhPzPKdAJa0)w1Y!#&nST)$qJE6v0_ZoH<&)%U_wIxk*EX@TXJ+ zkj25Q<>Tp@p&>>1K%p|3f+QeULg?HkkG7AOq1a?h^CmgUT5x<~6jKS!-n&TVk0EGR zUNg}?%;}leT*c`qRE+>G-P)Ix*0#ec763?n*V!{M54WpqP@C4 z>|TE9^92z*=<+oZ>-Ij_3Jw}YZ-_Y`mg-J3a`mczk8|m#u`bb9=} z92(LSSYMsQXK|ibV_HlRr3u+f?w#F=(EwC(YfV^aCuf)DRBllQs9+?X{#{hfsJ@Y) z+3hLDV3LAJC5Vc5Xp6$CeLZ|>xBpvNDIx#+o=h%Wa3rwNjzvv87pg4{MV$Z*9MdMb z7W!f_Q?(Bel>vkWa65mxKtnIqcL`Kv7(#w~=?^SQ5~$%EAMSh-(($W_05aO86BNN= zm9*{CUq$g0=sHa-hU;9<>s(JSxm2<_XGGx+Aq<52_b(U5%2+HYQu>05IF$s{a79aM{JH=3s7%5tn@cMeSBq&< zAQgOpFpZk+(f0B|$_={zK`u#MDCWLZL|DM{IKDVd`%!~?p~?e)TzZDWz7ihvkM zK*OmOnC|$9c96bAnkB)&N_=Xd7dc8EeJN&!fV6LjjFt)?gt5obymu{YCTqJtQ?km* zG*Am16b|nupU%(^@9NMOgQn4c=!UikO(nr#zI+;Ayr_bO^lqg*beo1l3EAC|=32+E zY2WPma=l%r)`gXU_%ik4;%^9c9q{)^*vXA-DubDv>ErpT$}bQQrodkj8O-4G#3O5` ze00EnSRMg}q9`qJ$n$p{DCpV_r7ujCKuExrL50%YA$AQ6c7?aH+uhVB;kO{N63gXC z!f`>&JPyM$s1BJVz}2TFl0}Iun2JFwk!&o%!wHAv?3)M!Qo)#35}iKFbwdcdYHpWY zWz@u3e>`@{(vZFkd1qKKfY^LVRbi*~GW^bup9Xq$8ruKNkK_NHAI|8rrrP<&dr@mJ zOVmyy;z30L3k+1YA?!trop0MSyQcK--C7@&fSLA|@vJx>_aVddMI^IB;dK;U5Vc95i~ zM!}4&U-E&@g$l?|m^A*5D+^~#aBRGBAUTQcO_SN~*W<=@=%aJV@xKYx06<3$9+3UM zJBC#TzhXFAlfZ^TLs7E^JL?Wo{Fbq@+}qFhx5~z#4g+WmDDhrCEEYMEAcms2A@L8s zzw)#5)t^caI@jQxcMbzJK+#*k|KL0}n}mnAwsfvnbY^pTKWwGgE7b7nNHTwfUD{Mt z{K19A5OfB9SEB-Cp)Q~eQ`YOE{`V1eE8*$Ym3`V31+_IrqY@e?^-Ogih_LJ+6A;;k zgg>(UTU$f1bWaDFz#fu$gY+#4OL^&hT{&90iC9$F^{M21#jQ#)8e%_GH%?$U0G zhPNmq5Qawq1c^{;hl`)z&qoDpnECdtIXy>NNr=0d^lWOS@7wut8P#G+bG3@mL_g(_ zA#_A1FL{@Iu21L7kS zWx06Bung&E>O1J7QX~VTpfQwCGrCP9+>BK71Lq!1wCv5r>^VR4gQu(bMbo6oq*1x4 zLN`U;CnvWSI0a{d+)5%gbMC$C1aBLi&)7*hozpl{xeRgrI(Vo8h>b;wAXG_HtX-Ud zd^~cF2rW)LZoA76a4U)%pjg_pE?eF<4!fL;?{bVBk)S6=s_)B=SKT_A+O?n)XpXoj zn+RGzHIi*u@BR(K3Af7h6V4WME^zwN4R7yD(Ma4*jo&KWX)1ryo*Co(L1$;&-5t5& zTsYU@?)Ni0);LM5o=SY|2M`ZHd0h(WQ6mhH_uoNmODVgSR(&pCB-fb==~B<-gCKZ5 zjUMYi7{&Ic`Z?qQ7pw_qiy3gjpAoTedx@#Jw0E!MwhBHT4kI5%|w1}AMVxs;(^2plJN3UFej3T|!PW8pRtPX3P70I^HZQH#>20D#&1U`V&%)zTGzJeu z?@$jEc^|4^v}}Z}dS2hpwp9aWN6mxd$~3=s<9kO^|37L?dy(ZK*oR#@A5LQHg!}Em zMfHDhc^Eeu^f;={JA(TsTM_ zj@ftWBHXoScldGid@UaP2_dlR*nHNX)j`Q^UCxU+u{tB<8h0xy@S~_<_1Fe`J^I-lWB|s4!S}-WCPp-aS-W60sc=87_`rMoHlU2dFmo_iXx>a9MrwP?{KpCM=vB z%!oj`r^D#_O$AG|(Y^kmq@d?TEQatc?6uvDFWGN~bnG=; zJW3YZ{fPuNU*`%w#$O*^T6wh^9ComSCvea+_N!gfCp7ZtIe-9E7gP)Joz_Q-DrpGJ zpz-k^imvnu!B0?qNsaXYsi|i))yrXOaaFkNcC&4yG1AqKgm6K75z%e+{F<-SM)Ks_ zzdf|`IRwv;?NpUS$Vg{@#Q%X_<_%Xl&mQGP03#f6SLcfLr{>3}uQk=z$|AOi0&q44 zU76!JZsAHDCWPRKRuX`L$pN?k?DZ${x0CtYeVR+$xBpskW_g*|nRw$d+ntZ7Q|e3_ z59Q%~r7U`GyNz4T>w%bTf5=>D(|#@JhXNi0_YDFvwgg7{X5J>~?Y8lG zIYWVK!}Zv_G7)yToE^O-J;2R))jYG-Y0-0b7616RdDK;d>m%hRywVjF(;)j25?u(0YAXDWq$?IZU7nqIvN-HyRtw3N2f+Xp#ubKZY( z@16zTr!t@hGh2;t(TyJJDe)0kiEVQmEPIoi9>)4>kPq?MXrKRY4Sr()~iEVDnM^W0cg-MX=!Kq++LnPdmwkgExJMNl_}hZ)1VbG6Cz-A zma#x^k#Li6kuk|>NamN*`v!iZjE3AoghK7j0?wB1U+nVhy{hYZrvhIShV+e9VonxR z<=1}oa{5Rbq}FPUYK7|X8NBM9{n4W~9>y|6=5d7h$6#`&`_{S<`wtB_w0AT`Npuc@ zp^Zcf-Bcb%_niD!WY*!jJByIV-}sKdij`O4Yp6FYc&W%aHa(lGo&%Q|CQ)M8GUm}u zq$p+LdyhWG=yQnDkoSi*Kr&yNmXLk%%%41dZ*DZ%pC9W~-gz>zkEi8sf#F&6Xy?*< zV4qI&m3S6l3bcfF1W?fL3>x}z$IJ<)S$HBs6^xmw7Cns;tI!fcz_;dW@x6K9p6=v5 z1weH^FCS2&n3q0`BlP4E6!NbzS6CQ3lFsMZ^5(d}F12s1mfQV|nVSB`eh6Q49!`nm z%N^lAZqg+D4_>w+?_kFzjWhJ6=kH??Te~|H{S1F14Fx!RFRh;HO3^|4bfIw+)4b-v zHLbh;n?9s3ZV(NDtR%;Cv9fr6tia=NYSd&LOF&{9C$<)M+>bB%!+72*ve}g^dP1JI2~_>aDy}v*8uBookHDaoRwS&x8)DIjRF5`&-Ws7EXj4YebF>&*$?g2=7w-jwGOpXj&;P^;y z7_R2$2b3;h{g3;RVL!LMKYgScZ4Lzi*wlr8(9?}gW#Ctdm{NX=%noKb){ZcD0W`C@ z3Z?LAd=TW2i5Po<*pc@gk5@IDzA&r2uU8Vat+A|MH+e`^Re}TNg@_}AF@cM{^M1v) zIT3DE6D0J<*@W((~L7Uzhhgrp!Ng5FLN9|(u?Hv~^P1C5lGVrI&jb)YZi z8}dop@q;B+< zc|}%7he@A>Ldj!b z#hzo;hI)#VMzVF*Bc~~Q-sjW$LYTrJpb@}A?zsO}fr**}^jpBdJ6XW}(^ zt@LC|4t(@y5MqK1O8SkKu|N-BKfaF>t?d%7-t0dABU;N@Kq0zD;5yu6VBz@o-Vj&p z2;Bu;RDI?9^L{V!oh)aQnVHfYm}@kJ1RokoD^L>`MB@^b%S1sQEF~%T&lDzZyXYb= z$Ai=OU@N%h0XyUivQQ%7R9H!rC*X@S@ry_0i|94hgQer6CqqG9#*<7WVY5+8>cG!% z%$m=5pdu7JQKWcl;_|u1E`I|TfO$Kgfe zixIOdv}{AZQqQS~lcQ;%^6)`Sl5=T>w(NN7eh$KI1Tmbz*XHP^a|fV9C07}QDr~l3 zT7ghNRKxIGR*Die7C^G#gM3O*$lo1PLh67_!Z12&vLZlJpPrxOF?K0Og3AE8XjtR; z^Y!u(q7Lfp6l6{j9uaywcuhA5i>x~{Ywx4%bDxweFPlaRBl(Y>lo%Z*KB{q#mdcAK zaN+s;s0l>74+`f~Z`iIjT0YSOp{Ye7`{!HvrdC3sN#OtH%k2w|!`0_%8TgdZU%~S< z@@U8XattEaMY@>15h=aY^?28815=r_h(zZ9Ve1^5EDg6NUAE0G+qP}9%eHNG**3du z+qP|V*>=r7G4Y<6iI_jIzwP^3D_7=~0ewJLM`|H@j8;*=9stxt%rJ!hAiY<{K4*Kf zrN!}1$e~a+afVMpW+NN^ieT6!-u-qjd800I^dZE>EwO4pDr9|!k-;l^MBHQVkJDs{ zTc!35=ExS$;v(;XY+OxN$32q=+fu)%*wo$I!5Ai@jc5K>*|xP-?U70;pYxZ@hs1Z* zvc0m(@QvTAo$=yGz4u6L75>}&eq3fP`DEK;P<&7U6%}J63PG?tJjLe3er0@koNU$H zDT#BJAn~i+a!RhibroLMnc?Jp_AIac0=0rX zeK4rNwJ;(uf&33WPT{4b*7F^$?5~~Y+lr#fAS@vJ__ypDa~zZM0cM+G;t)8=^4s`w zyy{Dre4Aj$14~T#CIlOidl5!xnFawd7sPns-S}|2;6rhw?P6po`l2XmBjRlv7t;&i zjki3{V3CQiwWB>keD|S~Fn+}OMjSJ-7ZMqutOKAu#Na;PVkl&zMLi*5$Z&6X_S7&U zF9!9~<$oSou-R|#Q(va|tzhvyZZDc+2?^n#xuixYGUwWIjU8|X2dDeM#*+Wy1$Vw( zN?0lKHW$);s=}xk(eekvXf4Hya==i*&C-@77MEMI_}j{TORt*P*INx(NHY!Y`}-f0 z>pu8<7$`fp7RfgE9G^=cE5$!ObGZs03-M`~w(mp#VGleRZfw0*O#B`tG+! zkT1)+m0qSvx*)&d>%_!vq8!eev6Nr1(Cf}r>JsGc{ zXy){dU}wk$&?*2jDBrB%m4!q)Ta!MbLDxH<-4>?;8noE$zdMG;H(kaTNosaKZ~7y2 zP<5Cq)l!5h*5Xc197^tp(A02N=2jx!ca{&ykYOF8dz~w1qSJpI8+u_q)+@RR?UxQt zI9y_YcaVimi<2=weY#vETedeQ^&=R9@r}@uf9h1!9FDxz9VjIb`JY>Q6*&;`C zOXrXCBG1d+Rh&0;_qogRdTJxOIW;?n9lzr<*th1qu+3<5x(htr>k|+|v@DF4Q+{E% z_L#}JO&_DYi_J0{@J9%r8Ya@9S%w~LMbHjiaIa4wa#;i&0yPZO(tv)6pk2B=dbhmg zqn_&^4kfZ=<;8eiU^J7X!8k>(#{gHn-;sy}D^4LH`#R7e$4VUgB9Wp-f@~Tm9&2ckate}9DBBygd0B?lC|2huT1+`kMzK4kt9680++-sx zx?0fpIv%KwJXzD*&UTKs^|1Zk_TOk+Wo z_&nMCblXc$w^*SJFjgNaV?WGqFDBS2c9hd)*cS#kgmJrPphb!_zXUg5yK7A63~hA2 zKnV#s*@1BrGOkP!g2B}A^l#Lm<5Q{{B@h8e?+}-#{MKnjP@a>L3vONNHI3w-#PgFFeUxV@K=FIfw`aisx z6kkqfWA5Z_mgxypG>f`Ue$Vapb8m*tt8cQ+0^N~+N3nTcUGM`Z60inq{Rt%9PHf}t@?8^ zwprcgeScES{^>$Pii0XdtV5UY1JJ%qVfrkpRd*j$X3>@k8VCc$6TqYmmelUn@z3TT z34ES_n~>kDuQ74nf_xs2>Y!1@Uewc|GN#6s>^v*l)ylEOQ)|(%iVgJ~KToChNC^DU z4UJLb4~nkFccSI1Icb4gc|3UtyLEq_e}4QE7aOTiT6se^&_oJ>Nzm9kr%f?b6LNS94X0?iIc{Sjz)^{wh{S27KXL)6if=hTbS$BWDeioGCOR}+ZG&?TIFgiE9RLV zO_=znKtAhbM)5!!3LJx5-A!T6-`S8H`q*I!@LwryF1Gcy*_wM+3GUDGP{n)()@WoR zchWz_0UMOS({<$If8QSeSrGi=-dN3O$Hr&XYTKkcoGP)@Gw+hwR|g10cJUFc0iBhV zm3uNBaXRQho#?|*GtfNX`B!ToHqHu~QN>AA!DD4S5f+fg5&i2xNgAwt;o$h^ET%TfvBFN}K~$*F=O^yDbw&V*8Fs2*d9Bk%<1DKG|<)jVqE zEs5|$wh=4%UX3r)?3ofN24kgUX#P&!<(O(!Z*CW69Oft#3gv@}~8c{DvFmyudP*x<1IFp)KxbPrQTY#Jl1^aX)M*Nj%f9Jw)#bDRl86O5`9;z z4NuPt61d)@=F{sSyh=(yT9FjC3Rm}`)shzyRw=4q5(ffqRYdid-KcKp+nFjyqt|)O zJ~!?}XjG`E0({Q*;CHyv!Rt`cV+jLY;9NH>UXD=XOn*G9slAroz5empJONe~m}0M0*DE7M5VnO+)Rsm5ex7;YQTcW*)FbjE zvIWT_D{PD8U&=~Ek0nG{@LnyJ!1ycnmc1JDqPug_Dsv$M-n&Ai4XeEPc>!ob$U2Mg zjF-JQYw58d6kA%QS4}k&7ba5G5LQGM0(reJ7K@2$kWk1?lHKIFdM!UJS$pTo9&Zd6 z@Ox2P)Zj1Qa<*33-PUt*8ebLgnU;RN2xPAXA^5P>X%GP7^j^AkG2Ps7v^WarNeAk< z{FZvj-h6z^R@o?Q>T1_z{9gC{iLy zp6+qj_P737-qi5#+B@WUIBUe&T#|bZ1|_kcXq&evrH7?-!WOu%C`!mSor?{WSh=eeB@^3|jU2#8uwjYhj5$Q!UC*-S*qRKkTT z^GNX_q9aN;91I_fC9FVDL!1U=`>Rp{ffWWbGKQ>h^E4@xG&B#i^kkNCn{a@N12#|V zO)V2p8pu$c(F&D^N)6m3m zO8-^Q!beB%R`&@DpFX_;2kz#e4e@b%>x0taN7ivf4{r0}CjvxZ%ozrrX1py6EdNXe zoh9YlH{$N^rAY@fXqw5C>6GXI(5x_Ikk9s1XOc>ZkpUO+JhF~dw{3Snf>m(RXZ=ps zYG~t=<{Vp)UfXTk*%}YG0dG`5h+9cnxzJQApr0wOj~{Q|Bieviy`#wG`|}NhIW~s} z0~Igs1zP|_x;Y&|vKq)XvR~WwqGM`q!3Bfs=9YI#E0?=UD8WLaT9D@~9Tvr6 zi^=p@vU#nrKecEPd+DSt!nYc}0$$y+eK|?MU#jDpOCF_c&rO5GogQ%4K{& z3%orXGR}Ud|J#fzN23)f-o4M+s0nyv91KxJytV!(6UDp0&w~J2cxsV8pg0UNxXH&` zN6PcM{e*U6OoM|u^lqLri#~<3SZ>z@o^1EMm8sO)G>vRjW-rb*rgQeD=lMgQVA+4D z{mHV#$sa%8B*YFa2ka10G33Fca-Pe)iDypbX`Iby&6IC$O4147)$;%ZJt zBTKSwKpN;#kf1MX@3_HD?@72yu^uEsH5Qr@>99gvJZ_gXU85&fZ8XN2V zIQl|=G_3TLz%SRs%q8UW*nFK@Pq??YEKfC7{jK)r6~%nPk2EM zF+@BQH!$6bwiXK8BN{Zgkgz0Ed0CCu>0I)oR=*fNS>Z^2LqG~0SftP~yuDY39nAs2 z191YR7()%6-3#^OdcU7)rMGiIK$!TWLE}2+#e|$Luq&wLTf1Mb@MCz`n{p86{H6Tu z!CunmNW9t@U~OtQ5aLE6^+AQ1`Z1ghEJj6tp6!1if(1i>tgv86lV!o;G{u_H$}M|zm~eS+k`6rTyff?{CIprOZQJX)h5SHGzjdVN&MuZ~KbV7F;zBhL8Mt(m zEh0`iyWUV1QhC`5=Vt4Bg=H02A`)Cuu=%CR{J`l}t z*G2~e7x^IkSRm{L?AwEu#Jqr3r@N04bJ!{xg<78$^6hVqW0BGtQp2y%r>~aM&7W+6 zhoNVRnkQDD&on*_d>vQY1Uz&9WsX(-&+miAWvT~4mV|XLJDM^$5Zn(&P8A3HDjMAv zo*C-*#NivapX;Mm3T)Be>9)Q~&%<=qc4vg|Bc>eOOd~wiKB{g8tY7_@+PYT!eEZYe zXAKBK*0D8O?l!tVS7+jj5#HntzW{^@(6}nb5=;~op_Mc3!8A3?lJ4-!s$sPyL)GND zDow`^Hh6H<(Mnf*u)qcM6LqlJ{^H=>k3BvH$yC+UEtSlwu@4@PGeVp#Fsw%;=&~X1 z&~(x2s=;{TK=aocTB_>dVlEpjbBdn2VP`G6JGqUO|Xp{=1X^X#;M45a~@#!@9oLP1Qy_P$2)#Ov# zos_zBU55YQ+c%xse>;&(N`!*r^?(7XpY-spewUR|#&`_Rqc3UsSU5gs#i#K196HV_ zZ>`!4^G^w5ZWuyU2r{t$1@C)@I0DN0km1m=^62`!i$?EtpSot!=#lHNh%fhh3agC0 zoUv$V56A|D+lQ|RINI8wt=o2|8;I7OtYntX-?dh!5J1h~!ezfu8RHRhxze`_j(NsI z*MvurcAKwjvTL=TrumegB~9daSTblk6jL)RDC7VfIVK=-A;!%Jxr0b_8djK)C1h(7 zA-XT=;Zsn?y%DdqhB`G>9vW$DnbMoA>*V{LEHA`O=Bjg#lu<=loK!RtGZAMK^E3T7 zDlMCo@jXtN_@Dq$-MiO6hvmalJ_I!B{RLoi&F7p>i(|reMDKE$KMOT!2U6g=d$O#b z4|!iWb7KcQ#UMc6_YuJ{dP^=+__ilzkJf}G<#=j^Lj5&-8k^r=|KK8ePRy1ZniR#% zTj+NA3W?#;QKey!=Q|}=Ymp`$gC#A{SQ#ZWKI48~5tB8EMBw1E>f)5Q;-`5Xa-4e! z=)76IU5kG*A1SQmzHpRT<9D%bi2@^XONQ?#{^(%+9d=p5V1zWl8FxQ(4`m|`D8N`0 z8s-EESyNW0vwRfz@)u~f4IOV~TVH#x*XWhfV;TvxGEoXstVdezk9Ug_V<_f4j*R~U z-yZ-I6GA{ALqqVZ56BGfojTFjE2||zBQST8Yl`SMC4mkzr#Dn;^I_^!2#$8Dm@z|PVaOI(vVw8gfi~}Qmwos|qp!LWs z(!&d)w{QvI^>-V$_$2%?ay@!ze96^#QeN?>D-%X>a#`IY;6503 zM!l2#r9x;}(~bG!=LE?2f0Wi*=osb>hcZTCLjwB_9{1Fw6E~%~+0b)PyFX;QMC?~* zwqhj(WfRj#vo*8nYLNL7zWvs?%?4)BansxKoZetF^T|v{tF>OoGWg(bv3!id-?gh=#`wLDru!oW@ z$aH0ZaTp9Fl7Vtut>M>(^6|!0U%ZPOzFzzyJLvvLz;bB-B`b16iNJt9N3Qc?1j=EB zuWkJuS_s5zh(00;&#y}Mky!{{ed?46L_x1rRdgE3WPBMyQsq~&ls;|S-7OM45W;+( zV=5J0C`CBe4%ASBA{pae+#9IrS>>(*y@%79_2ACW=U0p8g|*@8)&W^mBWMS{X!OJ7 zy9?Q4L1GxUz?SDDPZ7nXG{G@%!xgd(o7U4Gt6czI<0WOcb?+5~rVcp55s5LG3xt=M zC=Dr$-UuQviI~@U$dScvqtjCFidP~V-&X!vdr@~%oX1MYaCg{u)o%QD*zg955CA!3 zl$Vsv4b$Px%kf^Z*XnJ>=zbC($Bi|N>rwTs$s}xr_-^?y(mptSa@Idgoa<&{dJ&wBU$4p%`f*L3@SrzCZn|1TE2vyy&JWlmRpNWlL~js z8$>g|{L@_TYtPz)?s(4cK9An`rHCHtkw_iiH8b6p&KBpx3zRD496X^p3n4C-dM?q+ z*!Vm)n(8llQ<=W;OG~ZmktdGOt)9(~#NwxYb24+lk$BLB`HpC5wr4YBo-rC1wK)Dx zLJ$wOj#0XL&`6pI`A~!bO#0tp-P_|aLL5BDmwZc3sGS;dFeLtiBF0O8-d zfY8OEXjBn68_r-+FrKnvBB;XTkWdII*T*q9J;BgzlhAFOlz#Oms<6@!EticM6`qrl zR{Uh$4V_3LpbCR1T;z~}00Bvl#9{(w92`rq1*1?g0)t1x=5TU(DjH}%5sM?`r&N3G zLJo5M+UG6Wpy1Pcfe)D;^KCop{zwrT#{R(feytAQ+vy?0cRQ_ z+BRJnxIQsA;+phwa1-}jpwvzfq;MmOv5TB zXVX%gv77(GM#m~y#SNQ@;eWve$-vzKgZ_FotssLG79M7bbzTLI56!TymPEHqHsVnl zPYDj#3NA(1(9M|Ud__Ebj_sUFw8`;xb$@3*ECh|Rva)JZmOII;dAf4e$KZc=FuuOl zau55`-_76;x#{Y1zHiYE*-Vl^g}USe1@*&f;{d_x3z(LJzlg}tKyCjgh)yE(wQqPv*i1{l&FFDd)--!XwC(e^nfZyAHf-R zNKL?JWU~KgR1>cAb~^kDmIzeWX6RUA_7QS6QlyaeN!o8&6Q{prh52A%Y@PKD{iq;@8vr^(r6`maysvoR8cN3<0MIp5d6p9IMP!Ol)=( zP#swaWjIncykQ9GgB3G9+m!uwbW6dmo3-(xy;He*(aoM_htS?uV2Bs^SQlCzncLpv zXzBgb_$b51fJ|i4{jVd+hN;qqS(h3|hX^u{UCJwfj;`|U|W=Bg8=bBG{2l#jw&rjpHn2ul9 zm2rb)>)yv)OIS_u9kshABK+iFz|}&iI&2q?oOXCO<(B+V(q?Y928aE^wbXi-_r-X% zm#R_zKwRkz27JZa)+NX?UfR%DaxtuiJO^{Otf-5Nfh9Ds>ULk8`8}-PnT^lVECn?G+j&w@h7;Fr^aO=J z!%CMVMnn}Ia9qc$s5`O7q6lv9vmpUS{7s1*z|Se2HQWY!S~a-v1`lSLq)r1 z?YmB7DT=#yeY$u({i$>JwR`dAJlyr)heh8k(E6lz-8zv$&X;PWO(+=RYv8R`X!_JL znx$kknt8;is8Qy-09ifr1Nj@pC^$z7`2AK5%@G$#CZE*@H+(qzH<%9LcXXhhw&E%o z$Q!RLuW5zkDI@`@H8zL@NDOgNT_ok*NjB0nq{BGTzCamx?myhOdP#|nrVNtaKZNvw zGTGo3DWQWvSzHXm8r9mvqbvomyr*wrlv&!D_Z0W0rIR@FY?Q=k>DA_~p*)6u96lGf zs~n{E@?!F%YZI5g?eyE7qJHeg-R2QrQMUWfi9;eRwMTtW^$@`9a7O%aPk{vtpG<>B zskc>rjVpemEpyItk$?A1g2xk5bo3N=72Zqw+Vr%rGT*rlTVqc^VMUXMwM>!H&bdc7 zDI#Mz@b%Z*oIY#rQtddhHyntx=-T^wgJRU0!%ODD1S_!QZgdV}OU5V;E(KQm*Ay%3 zOV3^4vaEeK#^+03Ctb$T)HU#7{!)ysuQW|hE{%I7*)!R9EYnm{{Fcw8GQirZQ;Tv0 zD9PX@g5qCTR3JYEgNQj zbHC$6>ym0m)eWeUy5e6hsa-8b)U%RbVb!ray-i_aDM24iq%iJN#O5Vh0sCj6ZiCH5 zdyEpJ%yqv{s-c8MVv4f^&p+OUQRw0W z7&w?#faH!a_WE8|n2fMbe^-zMSvoLA_EP!fmU7DSJXoWpht94(ZgqDZxb3Xl?F7@^ z3c(Gl*;|!0dpG`<{^RTPM2kBM$C4c*9lS2(FqHS~75stSo1N~>!zs0rL*K+>hWHkO zQ2cOj^;>nxJdA1p&{-*jvla22`6CT0;}Ape z_aK_8U<91ma&e$g37yUangfpmy{|P8-0nZ@cGshvHy3HU3;BMCv$vS0l7^B|NXX0u zSXHO`6njaK?|~FpJq>pqBB2TqC|O0oCzv-2Y|5gx^B#uo^6YiNE;oF=s(9I4MD(y)vn34B0j!LNBJvQHc$dXjKNZi8BY?T@|RE4dp# zsdn|wJ-{ZD7(>}G$*v{?4mhR150$7Qa51$HyJB!|Y6k2X3>-)!p2q!j& z`T*|?Gi0r#+W!bF4!W>9JU_Y)7D8}sEkw(gl}u^n{95=opk5H0em@Vcqs)UAm*Fg1 z&SE;!Sc32+BNmoL&TY-&wr^drSXTeSI#G&xWr``ev=?~c(>`H}QN*oKQSBTU9a-aj zh)D+s9E|?f-#>5KpCBSlTtj zpxQM-A(35BGt_VfS)zH)mQoHUgixSDdBrT9|)ZXp~umuSA$4#TS-GgEJJwvVdfH8vGCz z!7q0F<=U{Y^nR8B=_N2{D#EV46ukLHIQv(ArfI{{ z3_kkM5%>&ki5`d%0o4;Yp6UpQP>9utDUOo2sf<{{HB=4xZgto9%2*aZ`VbYse9fCH zv6&H*9fP6Sw%Vr(Q-+HrvP&n)uUcg!@Ow4fPNV`;i_PJ8+dB$Owf~J&G*7@;x&JK| zE1L_b9)(j#GfF#$(6%Z5=k0ZvP7+I8y`G`dP5F0h-*5mUhpxjN$T;#e^;Hs-AuvnO z7d=I|aQO(vdIgzUDAG4ql4Pj-cB1ehc6e>?HR-3Uw%Uxgc$=!6E zK(0S;)~>J9DQeD&_+shABK&jj?vHn$%QuO6+)!oaaeE3RP0^-{1rEO1Re!S!7&D`U z4Ga+0?OZ4T6^xCq%-h~A(mRfoafvJ%)NCLh7>R=w3!0VIz*TKr_3uu>Y z_g_6*+;;EVcN=T1ma~;y-2J1^lc=3k>D|Yu{ulq31A08jrZ}z?Bl(P~!yzNj?E)Gy zO(BA`+E7&i5ig`OHvF{o-2=~4-xAQRRt_JTrH84Sm*mGnNpV%Aa%Xskd=>uirMQ<% z0KlZ_{eDz#yyD!aqNE{oSkn}hZV?X1+rXfSSLCt5Ik zogVUoJ{S@|IRZ{!!x^k^aLi?0o#45ljuqr*(JK*5NpF8hnl!dhq$uL9fHq_#eE>e^Lf} z8k+yve;#TZh&Cf5klBCZzuG?8|MV-W`4xWt%VF@YRiP`5sNrfS7hiLLFye(j5$YjY z?yHvEgLZI=PL%dk0YCyQ6z?(Maz4u(0%GRxV-Dj@dTsw*m}A3N@+QzE=6LQ%6kkx^=WKeg>V`#smvFS-gEvvJvX7@Gjx zbvK`@S0P#8EI!qToHexKr7Of1H*jRVz7aMA_^L&{o;~&nSIwE z-`?IpIf~_-*y#pRD=&HYiC9|+)8td>a9ZC5-bg$lh{U2B)d|Bn#pm>Fi1iJy3-_61 z7U;(~wT~s{GXu_mKBZbB?QXYUc2jbwy?tjdKr12mdmrBZ#Z1oX%F+^0&nbymh}sM; zk7o3whk)0qQCBaa0d*IS^#kYCiEysXd*=UIA1{Jm6|No zZxE#^7)%I^k;u@~LZ!Wib~TL}g>2Z7^pvD+l~b`^lQ+ zrRf)j$;yI2+C_@Dg=GgUW>UNuYc{vle7_-JiOyY6(gh{eETia6r zsXToR`&$LYIcNKX^93RD)mGod0vQgILI08YtSi*BN80&xiU=ch+ybqCh^%a(Pi8D_ zE?-rgTn_UEO+}KBgx)H!pc~DSvmV3Ha5*6*ml~dtU$4t@wFJ``h~dY}az``g!~LNvs~9G&qn2ezjC&lk8*NnHkUpQ2+VBGOS+eET>7tSy)M@ z1eEe0Rk#_n7}QTF>)j2`Z$@t+L{AJ7dv{G=!WEQUY98db{w@0`Mhf?e8Bq-actng#XY zB*!j4e4D8|Q<0IPWCpGO%=(Av8QTQBh)#ey=q|aHa5Q{2XOG2!G`a=CG?_l87X?oY z8gGCsUXgUD0k&7B99X*#2L3oX4!8K0D7iI1wU6)k z*B)&?=AfVj<@FpuLp3$hTLH9Sgu!7OwG$b~q9YVAOzj6cut@%;;!oyt{x?-IqDFQi za{xzt9jI_|oGqt%OTayJ{8vq)A~sLJZx+ClMr-$}IG`Gh*prGEglWyTZ6^R(?kg$r z$@rV~2fxRmZSZVmwIK$t&{&ST-DMzR^h3U%I>5)^0ko>$o%qi+FJ%xVr5SKWy{-NA zR=W%0aK=1d(qM^eA=_JgB$yhYP#ub&o=NGi5K&rwR7kp_9Nu|;LOv&m8j`i6M-z_R z9R;ky0V@p9X@VoOZUynmwW90w*7_%udGdK75i$80aKsjv4pDp%1kKRg0;S7P49CX^ zuKn$TP(w0a@fr$#bv{fBrCI`L1)dOs7?8S5)ejOGq#ury1ma7?xt42Vwp#PqBYC4X zFk|FiUnrn+2G>!J*rFgN8D{tA^($M%xq(f`9BH~NZ=X$s^_Z~tZQ34#PVaFOzqh-E zV(roU{JeY$w>1Q(;6hioar*<)uT7Au3Pli{Bx!7n>5zrO$ndz3wy_Rc`dt~GHv?)( z8JrItiL$vocmjNrRH2fRtPa!&0uW3orIucXS2gQDPN8RdaqdqvAu_;g&W1DCIcgER z_o_~ivQ zc3>U}Lzt1{8OrW_Jmq*elF>-9SN-NS&yx4K&G|Y)IvUt{m*+}VV`@d3L*GXnVT#U^lq_L60{r;sPUJXt`)OZCUc0 zJUrX|{i84atzApM_i@Gy{_Bxk3l|n>EQ7^2Em_y9kTD6u9DyW6b$p{y!{xl17pxUS z9U6_ArOhPZVx)mR)j>!|c0<+|Smdcf)%bF#4WM{669QJ|B1vL9m?6{ANp7Etsm3TS z?_-m`Uz^XGwaeWNa`OZLfV`EBST@H+ZO*5-7zK3xTWJC3Pj?Nh#?=3zwV-3PU4O1h zHhnx^bGUUIR??MDcKS6w&vJY6uV;B}D>^n1bIJdi*8_{z03>o0?TO9{YFyX;M zNYIA_striu=c4#8v@uNg?a`A#CGdrs2;tV*5Avu5^MHPc*WuMIE*@I_LsU|S~(6yCGu^RLNMR5vE z6$#Gz?}aIX<=)2Tr-*c%yQGzjp{AUfP3Dxk+flAFI>@|-2sqQR4ppF5S_Jw{r?QE( zB20g3I%|&hZPZEWVIJntU*o+*w~wQkc6`dxq`z7_C^}5 z;PU&ljYE0-9n5Fli#Rh1RQ4;2=xst;mYQes!3l-2iCS0!6}H?)fw${d#Q9waz=Me^ ziXv|ijV$^igWY2bm248_YioNsns+Q<+8RDs^)SWh4J$HUlc&uamcix9_#jDs?(2Wg zJ&G&>ELF502XTF}LgDh89$k0ay0(z87v4J%PuHNs1Y4=uR({U>-q4I30IN-!`(JMo zL|xvHb~AXYXmPDTsEqdrTNEM?z#)y*1&o246knG(HC#(-s?K5Vy5ym4++8Z3d~UEn zSONS^+P40-FtDWc^?Dy&1qn?BE4NE~tWRY=$NQqXl{l7sg=Q<_ufb{P(|84=eeJy- z-{|wy`kTMG-TUJiqK%aNGJ9JTgfM zlwpcEo-GC%b&>RKbJhc>?k4E7MTE*%-H;t$%hqtx`PoFKzmmC=(r zG8~Si0@B|zYXxO+Np zw(~tJ?#quF!4VSde2c&8uj0-qept~?dV2@@Y1FCyht<+n1Ku#tGGZYj8)iuPxqy&? zPp@C;Nr(SEa_p1?lbtI)>Qz$|nEOD;?u8=~GdZF%$eKssEM_Fe;7fRTW)oqS3gYyF1{W(1%Sh z1mRUxHo_5)Scjzmwy-Zx*?f|b2ZUR|%mt_Zu8cUU#pb@%|5bwgSpY&#m=H_%y&yUW zii^Mr+x0jb>x04mSe#=|H!dajP8SQ6UxwHSplq+m~omf|G4(dR<{qQWlG80HfG5ZBq=Cq*8xx$s^t z-)nRxlQK|jobm(6wIfk61trIzgjHaqyhPgXHJ#T+dAWSv_Yd7MW6cn`!1ES3SFp;m zo4}3yr(JBNW>SqQSTUj&L?U#Th-_0#h#*91gu(Hzwc+IxYBIDUi0w# zmkAh*0#kB* zh&71#SvFm#M{_}yxy7xDfq7Pd_vdx}uwqo95&;?-R+AQUo<`q`|>+x2=GO4;GlpPiA}~=->04iV8<~>1++fLy}fr> z7%nvCZ1r1O=z=ql^)jNQo3t0KFqzT%cNH-4N@Mp79jnYHp&$O%%?fuga zG|MYtmKjwOA7eNC#V3S8uuQeog^vgxBIbz_< z80r+b0^la(YH}MIy|WBNMtG9@(3DSYWJl%*&eOV&~btzPSogpMj+|LGZMPdg9Vp zZeG@ri`N9o>l4Qh z8pwlZoJOdFLz=*em4Sg^71F0r)Z}0Rai_Wb(&c*p;=3`=%Jb!piM0{t@o`ao7TlVEk znA2Du4$K_dN9u)JFdO~b#)FcCelKSLN_RNL!_1KU1XuC1@m<0)6B?QQM*;&y8vj7C zLRe0HSelS#2|5NTe<<&IzABu^g(tno6VP=2m&4gw`=*n@sU5q0t72txpxXUmBr7Zp zQNZC50FKI|Ns`7OyK5-7f*9-laZl4_2DG9Hu0zh?OL{zNSv5GVvRcd%e2pmR7H z#{vK1G3PsBL>~8{aC37TL1rI7FOYgUZ6H-G2sSKb2xiGUh=$_S*C)424)v?|X9@6I zbm^g{b%_XB`2}fB9X5YZx;yCE%9<>dx>Wist}O`VT&JC{Ivp}IHcWfKCgEw~ci*b(>i^LRHOR zs!ZN$AC>%<=#8g;0Zg{|emA-UFoHPf$Xi$6aU1|tYDkI(1mGogC3HR$nvlHp>Qtut_ zJK~*>($XSxuZ~jl4s&v&mGp>H0djIPBl4Y-@0se!THw`df4w1wB4Qf*<8kMn6O)}R z3j5>fJY=l_us{}r%VWB|fX3}mY54yAY)xmTJqTcRPRR!vMVx+5s4<#kBFpR-g8+=6=gAk0Q(zaG@ z7lK#dQJ9CF)&q~kj5exPgMWnbkY+*@3&E_$2x($vst^+x;jdq_jl7r`)R-I?#$d!o=(Awn20hr$L9;F_`&LPHMwQM*2-+x zNn3BrV}5a$E_4bUfyg3Kh7G7p8WfWsr&SPGRSV-A-*mP&$~OG};I;5Wd! z;Llk|FC|KdI$*)T-Y?O^e;cL$3Bpk~TwvCOKM`;A4gney5b-=LozO$Kn@B9w_Led= z^>-#W(!tS5PR)&ZVP0Y3y1Ebpl1G~qEex0dj;wAW91I)us%&oW=tB6+uNX*EA6cY6GZ-g8ipErSYeUwjvj#o7LA?eEww0m zb+#T2QC*wRa2vQ5xw5;)=;y-$F^)n8CYeWIxNawC<_A+1BE%84Cu?qoSwEO+RreR| zt8wjjW{s^lFeRPE$wxF(kqILdINQPS7eosr3y|i3x!KNo>ptQd^`yb|ek zMP2cSzow83&9XJ{s58!3d|oa9P~|k3ocH>otUmdfTVhDiIfzth357gd^%^TX&NkWc zm5NKaK}VhuB^5%ZYs@R+7!el~SyqCSI}Z5AUkXLW7t_&Gr`nP6_0d9*F(=gE zhb0D@k$e8HNBh668@F-VF?1_B@IE+ogD8?=q6vrSZpN$BB}>VXJy+qu)%vm7)y2kf z-ig|!p~WuULg(b6M=-a%3J8OGn%8}g;>ExENv^jy+^@8Or~a;uqpykQC(nS&I*UL5 zFP_dRIuf=Cx3O*8wrx&q+qT`Y?TJ0HZA@(2=ETX#xBhd^b>H>su2pYUJ$v`^eRuzc z)tIK!`E48206u~7f`joAG8u4V;1K{<+uD0AiHxGNI6{Yo%3V5g6Oh0V0vI$=gcUSB zi!0gLe!TK%>2bMT6*g(*{0AW~_^ZE)xe`aGraTUtbwtRDjjav_VB-6A&-k6xON?dF z4hGPJ4x!^5>6;QgUY_7Iolue`iAW?yB4U0s8IG(hFBc+0CGQ=0VUYLkl1hiJ0ZPK$ zq8c<3B|@5r4^yO1cLX6l#&w*xoZy5S1p>0YgQVMaa_bw+oEg~@gNV;K&}i>;-fVFy z!j<*>u0H)*ZgS(oh0SAq(0d+{jw z<562BRb2s){;Fbd{c0$#!ch(NIIiw_iF4ttvLyX~5` zzKo0(d`H8$!|}|6XUi}AO+_c2kQS3>?C*YwCN{}2hrpf!yC?>ZS8Vhvl7N!>zJ`Lo>gQ^4x0Sk4oFm@KhF^8T&ePG@i9#$eUdj}SA(p=j4W-_s zXs0l*rrKL131nupJ$-VQx(&))TQXL*N)b6FNdv4kDw!ya@>{lCFEZY6UNR6cc?!+* zOMf#cbhuxgr_e7LmE`hzq}>*ysE+E+-Z7!wx=Qo35TlWGyH38@9(L^WY82;Jco*4- zx)OhOn!mCW`etmyCioDBftHj5al`J06ksXP_*&d}6sE1VZrla`TBnsPOQQi%n7*9fXDWk1Bb1+e9-7nGGg5ZqV|#>OI(jh|98I8`Zb~??j}7Nw z(MF1`(XI@?BX&Bw`$K(DPZ3nmM530^FHHhhiL27L0O|kw*MKH?%_@OZGH!8cj*7(c zEAJH;K>b#GCfHHoODfSXV81}p0I_0Eph<(&FonV|ZwUchSaKIeQpLx9mnzH-@6 zSH9n0zaA9>qybW*WvkjWC+)@-!%u%33FU;3PwXXYaNT~N0SQQW)jRF%+Ia8l=;dMM zhpw0g9z$R$c)@Ohidwh%ju@wdtVoFuHu>rY&1s3yA26Os#!%?8i}s%1?%GDg8)25< z0V(3_t6`cB!~oF@Nd!nqrG!K>^P7V;kzy)jqEM*hNDGvW2g|yl_XiS)PLea7P$pbo z@w0#(f*`Fci6x+NmAqnUzIsn9C%!UbEe45!aDuh%!C|pzXRJp69|-S(D!1jbsDW82 zEfiW7wK%lMb5)8%-b_T%J^01BVYvZD*xZTGfcWEvbAO8wwyUJWxYq0d zftU8f`cVQEWCAIsIjX(|kvQMXCMX>xq##)~XAo{#Ya8$G=YF5poAxH!rcRf&+*h-e zBRwq$g4H1!7A|$VY7%t@?iuMMP5OCjxCj6mo1vHm)Pgt;gj&Q%&?oqVK^^xWmPjH7 z*LslQmpMlzS;|Z%qhJa}4S^C8cWQYUgt;S-pL$`n1m1^4Bud9`DEhB)PNC}y?89!O zrAA*rH-N_feDsVjooBW%Jx-uPgDDKvcuQ-3dB_j-{4>6lGa*?7FVtOElesJ|ic2g( zT_e4PVvI|jn7&fx9oS5k`yuPt&dUK-4=c(@2|`p6oIio#rH)g%m@fYV59leeW4JAXa3jALU;bJIZ)wJwbv%F>r};bN zMyt)r^qdY)-nh6N?Wq)7Y8Vqyfi1%h`O|RwkuW%g^J0{H0bNz)pK&=Qc^ZR^e*=0h zH`dK{OT(~?J*G}A3-8O}4pTsSDZY&)8@2&2MXpI<=w{&1)vK{nPt4GxHj?y$iU^I6 z;5g;3QbCqCgsLflQFCBd(UD-REELA8B2hF<;pAK1E+;crg4F@@0@Ai$Q_r!Cawt1C zO>z+MIK^|_rn8w^Kv*#Qfvg8o2?IDo8j%RbP_NAae(3 z%hAO-c*h6^c~Us=jOODyttS>z5N8W>hzWgN8s2#QjPq}!QlJfxxcMYJ=(xUPdQRbqoURFR8982fewhnRpauyI2ClG4SQ0 zBC*N2;))RGo5*gPU)2?YYCp0LW#vvQSm}`q%joQ61s;0YT-X}SL8K6c1qvaI94}R=3HjAm=0qw z_YR(%G&=O=3NH)_>tR=EaT2EZJW_RWrcvVkp)*t$#7X>4zstj|3~;0{0<^he7#w>@v40bwptVD7o;z)E0-+J`YmEl%auC z(N+&vdcT@Afd=s?7n{1EYP7K$>=sGL*QZO|#rpCR%5nW7w*oan1>LX;?hFs$|2n+n z`cx(~8O-;zFkhAE^Tsg5Ov{u}o;4KBZf#`l+nOmk@0dK7Fygh?F9pL5Ob;ocI+sI{ zAYgIK*&(%s*ecDUpMelG)rq48bYxQPhR+^D8isO?Lr4a zr-&;^LUZMQ|C{WvSXXW0j;>3XI&%hfzuDSy!G(~I2mM)_Q=?fhY;BWjRPD=Bxf16jWh*bz3koc2`COQ(D46aEHB-@9_ol#Y?)A8{-6A-5CdoASS!f!Wk| z!~M-J0K;rPwa#?`n3x=WAf;aLkpG?|EIZ(0T%@wfvcCwZsh%1k4BrW|J-76n8j z$jO_)gP4?S)@(kfp%z)lHO1EC2pv@4Vd~U7Wl|Cu@KCAs2dPYtUK!=p(p*dzgVd!3qr-Kl-;y zn5e%!Nt%bYeJJg*9Niuo6B#IT3?x-nq7T)dA@m^E;xg+_>=QL49p2yX=;8z8oJs^v zx=jZ;Tu_dok4rI4|L{JPTYHm!eo#8Q%fq=XniL~WiZcEL&qvKRaWemLkWM_j>!2Bb zL!&wUj8!KA?3a1DVHPwT`Y!hm?OV0WNW7Y-m`v?&<$i>r0owwUKRvlQ+k|mRrs_(% zqflR6)W7`o?_B`o1OF;l%#OgeyZ1=(*6Gz+ijfHTqgLAu?^;^#=#Mt|0Qbz{kqcsU zCn#-u;RNQbE?=w8*wBvLswUz;7l}t615b_VNj2zMdqaIqSebb1f zb`L>xUa2#f+z_6)uW1&MW@!^H20ZK-+G19xk3AN>O@zq2hy2c!{Dx2UY2wKtbgZ&V zx%tE1ls_!>Obl49=SrkrP?ROGwsT}r*7l#lglM7kWNDQk5)kkpVLbU`f+pB>HTG_r ze)&|UYIm{P72<_B8D_+XN(N-Pp+ygAn8xH_O&q_M@BNHr>M(gB1+X85^1qoK{(z6T zJJePM-S2I0bZi*g);#;c64mC%uTNEmGtC>bdD|+uatN!LP6<0SCEB zwUxa(EM-0%^{I;=i=P+b$=v3)5#&5@V|2yQqjC5bCpm%7NEbhs8|)KxUKv@|1Ts{> zCb5b^7z}eacI!Uw%2vc~%UVDhGrjA)3=m#-OPCvKEk(gP_uV%oC{82cS{dtd6NtY@ zNt)Sgq2@Q-83c01yXElK#y0zz5Mac2T+yv2&*e)&Gtk&dDTyGxlpUAN1 zK05l25*Ce}nnWtK?@EIF3#r3S`xcGLPxCE(O>7u>$_F{%V80MG*c5PUrF!bA>~L_u zp7U344vgJC#kf4Z!EL<}=&{t(lY!LaU|-*2La{t2=N58nsQz#-##+GI-e*G9`)ZS> zg@|S#4?>AS-DAW1x%Mgud>(#vT%r~~#Io8SaRoNc(%LL8Vk(pE6U^;N zui$wzP8J|1?1n8zfxQ&Kh$n#iqtB6+f&fy)&F@<4T5rbyl61iF<%G-@D>Tmde zEE5^A(@%OaUH2w3|9_n@7zF7(`QRjMAE?=XBM@+JJF`50#KDLSfr7g`4ulvAdxCA8 zTWg}8_GG5X2FIN5m0S_9Ze#oXlgi8BDz|@RBf)i#ZIRHdo_C9~T3}*B!ZnI*AA1S) zZyo3e>DNe2AQ0sq9V8DIhAXBCmfH-bpN4Q^erBPFkP?yWqUKW=o2 z0(6x8OFP(6;oXXyiXW&uMJ{JKziH}HF;Xe;SNZ%* zeLl$t(y58)9=q)xm8`vOC738^@(^Rc)!{Vv z2{N`D7DD=PjOl=2D?oM`JEPR5+~IfK-Ynx z3B%xHVgr*InPYPn0?`ac*6fP~0P*`VE1_w#qD_yPR>pDZe=&vORsYbEen`tKA|cB3 z9<=r-V?&ny_sRKS=2Jn+TkE3D%gwSibB(2Cjqc3QHsMgdnq2d%#wCls!v4iujQVlH zB!?(xP)SQ(Lu6U-T4$`R&NoC~X9@u_lIU}w@#s>(sij7m9FbmxAykDw+s$0NZ1&Jh zhiBv3rdD@}f1BAo9G??|GfYqZb8o74!Euf+JbixgASaZO>ivgccD?VJK4+)C$5}%gFEvfD+ZDe|Mb(Ad7^=ZKz zmAgQihUPlWfkWSO6PLWtk7I9|cn%z@&MHZ|xuyo~J-NCIcQ`7Bi2R-2e2(ksLbF6_Cft2kQ=Kv6kCt_Ep{2~-s=CloUUWj(HjW)36(j)RHdr%FV5KtxmX9P zH`+Y*+5h%_UG%cTUQ33W!)(fCnyQGb)+)_TS{p&90A0*OHk|H&C^}#WDLznU z#HAsYqQPYHHZo+@)f5>^cJ2=T1R~&&ROK3q<)ajiT-ynaB^N^lJKysmpEX=)JHP(j zP?uiN2@WK?yz)9oT&`upGc0r25vx+VV`h5k3=0LFL$oenU8V!g#CH*w_Dm&JvA zHAgw7Ub{UBoEn$DuOX`!TKQ=ruJv4M``Pe-LP~>H4Qa4U+sP$#K&yb)RaaspY;{Le zD*A|-LH9`}l+u&?E?Du3n60Cauzue~7G#!16_8}i9rUp($%NvSFuS`TmKRBhQ0Is1 zyY|!jfvh}E#(}Nccx`POB~l>0>a8n zF+eLzku?EYOcH1c;c@^M;xS9yK5wNzRGSw8`*Dr4?RyHv8z@aG%V+|Tog^N_QdUTa2|pwsgp0|$%O zS#5-~dQ%8oy+f$QVwNkm1i8nU-!SxOVeU+l$TAZ&@U)S0<ptAF9tl zdcfPwVV9o9XFW{SMrXv%#~Ayx7{ob9U@4B0Sy@Lh&q7p|5xvb?ras6atPl6rWnVu?M(Dk1`Ka8%}OC0rr> zEOT+w>mt;Y4(cO8c#yz@d9;msYOpw%T_5*> z+_Hr9P{zrTQM5x{Cx585z`*oq#2Bs|QDc#WK`=Nk1p|t~%Q$G-x2t6{9mfil*>_+u zckl;iUs^_X3+ukT9;H&4QMvHC=?$PJb2hJtPi67G%usIW0WBQy0gu~rIco)@$I-#P9s2O-!9+lG<0saua z&9|hx<8KY;GrQydhF`37O5%mkuw`lFhjNb=8GlyZknY?5MZs8itvK~KATi-upQ z8q1q6%g)FD_ZRRn%Zej{+D|JlALmNnxQ@xuo1nEjT^$v`xYCQ4i8$%k7ZuM)h#!T! zBc`I5&OwU6=Y%<{6o_Z;m$C08ss!o0Iw@Jarf3orBqWDyT7b}U4nrp`?*|RveT$X? zV+4j?q%_3D6oKVrj|ZlRT>Mt|V@kWCQ*^$$ky&S;n+Cv)+jJT7}{V zTjfK={=tB2>+U&tis_58Cg?Dm=_alUx0D$@(%NA|f65x3Zya3Pth<}U=CIAEz{B~Q z?#>Pgda`?#&@@Y8*x1rky4YjxHAxl?;;Vn_ev$>JAyGw#LNSBU#u9O_&n($b&az3ARe) z0Zl+ZWYba&4VR1Q`U|*6W$2%M(h%Cq)qWm{6R{pR!P}`KWyY{ak2{^m)%p@6iP3;% zU7{>TL0+h~pd6WGuyXbDa!>2MLG!=NbI}XJb$8E=qyt$AJAC#o`!)liucGh7ymoj> z@VmuLp6qkO>`(E0N+}It31KUK>>x421SGUQp+YdAN>TKy0hYOiLn<@PlwE3ZYGTwM zP=gVMkKo~Gy?=#Ym#PWO4a^XEz_$LhP0ncD?Jk_CD^vq zzj%q+K%hRSVwfxNpy$ZG&~wN0g~(g#-#@-KqdNHZmkE3sL+(%twt^DXf;oh?nPWSq zdEhr6f0BNtrvCitwYpXRuL%hR_s@U5*+UJ#Kv=fpYU{5J!Xk+^2B<=Z{0`ctvWhsg z#}?%_-=gWv#UGOiKZv?anHzq`#C3E+Qspe}aODCVjm<};qcLPIGL0L`%W%n3z2fen zBb_JJn$>Yolji!6+9{4K8&3J082z{y7y>8FxPZj#&oGB>aod>t6L!R@gX8k~1Z*y< zeXOs~Iy-KXar1P0Oxoq#UX?H?EFrB``z5uhLzOTI`M6sn?mWin9G!6!Du%0^u>YjU zL7&TBep?0{b5GLx2k79v8R*|To4(EI(5l=1g<>O#CTVjr<4$83M=>Gq??f2wr$Hfw za-0x!y`NnisW4yjhdnD*d-dm0Iq>kik=)_!%xo#{mXm75+d+Ae4o%}JHpDtt zB!pDi#g1j|ST;os&DPlAD|14K7A{v6cM2>9(ScS)pp1&-AlSsRM$l!g6OYE|)45%5 z4KR?4x~hc$8YA5i+>a=mzb4-D^LloJzi7gD(k7&V8h!&UKv~c2g#pz`j82uSOC)AW zY{H(`SGfW&An6k-EOIY4e`HufuOJBmB6pGz#kZbN6}Kuz&fent@vmXzO}ZE9MU3=M zu9!j1n-plbcxX|%Z7ntm?0kkaD16v!`9(+Jd^Y@L=q&#$j!5TY*tZV+D+yaSz1yYD zXMSsLGYy2Y=C6C+`)pszgmVUBA$`ypw0E3+MQdGB1u(!HP28}Q@xdB_=7OFrT~F6`M3>fgMK z2B(P*(u>7`1Yl{(zvMu4MSF**d{`35Pess8&P}|==3YIWj7 zM2a2HW7|LrB@KVCJT~+EZ*_*!uDl?YtWXkJIqo<_5uZ_Fq)V(^w%k^vL&9r>%oo;ps-h0Unc?1yf>XUJqY+bNQaUR-C19qz3-hf=}#91-|ImH?uGjPuSdrqq5wGNtdF1A z_sYr2+rWJ7&t2OCezTLRKi5pEnnv6P-}UL;qHGK^a}G&}iJZ{3ohK)t@lwyPU`@&D z7uWpB&^T&@8X{q2fb+|#(L-sqF{_#G^foW!A2X00qj_RjHckv_P0w?8}|;FNEHvA zlr;zY3t|ba0tF%dgDOgP=?wOj(fnf1P7>; zX)hURg7svso>(hp5X6$JTWMz=8cyU}3``p4rPT9%_wHXFQ5BitHwJH@LH(2EHtdt9FI+QNudNEr+ERC| zs;zyNWz(J_{*~xuauxfcf_;=pnB(QQbK#G^0wIn%h`nKv3fi{4arFN05 zLxom|j#LLYe<>G166m|dO3VaavaNxZ=T&p-xPC*6SIF+|{@O@9v*1^A_1J8GnI7Y& z?CCjw1DC~Iz0+?lolp=qE7?L-p>ZMXjmBZp&;NW=xe<68E0mL2w ziVvMIe$W*kI;*;7sVR!Gu;N47C00d5)(j-6lvO0m6#Jc}pOL4v6nxMuz8%BE>r-9B zQ%7?MQhUZP+9V}mkf_^mnuLK)zn|pCakDA+c?vzJK=%YlT*FXxSe5f{4*Nq6>CAj< z3=CZEsEjRQIvIiTiz7v$L&5^aYG`qB_Rf%u4KB=c zxGaHNF%2+j0b!#PPY9X!zAje>X@)8_v#ODWSZgB^#Zc-l*8a2}in2T7Wc^#z(Xo4z zbpPTC2{SkT;9v;O%(15QsDd6q^!dwQRWMwW5&7^`lRJ>57yN_x9*-ucfCJQv{4vKk zc|OPw)wL{88=NehTViJI&=e+i02nmG-Q?Uv{01J4Rcv7tn~dD5gE*b1l(Z;Fk8<4zVv!0Kkn_B?0DIa)@imrf)%(9dj4a#UVH+M?Ia+( zFZj72_;j;F7~38FPmV|UG?FsU(Mraq`n6gc;4k>-H7AalY48wNSy}0OUAa74AR6$# zvE#2^!GXOrMEZ$(g90$CUEK2teW)oU%HhX5W^RaCw-|{v& z5@Ky689+h|k%qH8d>9>;>R;$GPL`D6!MaeHflfJxP|m*R!%hRJcl8SKW+J`GkG-|M zwR!R;Cs(!vRTiCjT90OMM$U2UJ@zcBTfB=Jf| zP*EGGaP^yfeTh`bN>hG?5x{%Sfms%7#lTcv(6?k$_)EGTO4TCUcil-yo+@H{_K^(? zi_10rRa7j+Q+FGu5ThDU59VKsqP^BKA~BKWaKNK2sS9%gX{3e#;Z438ZvI$lq|wp8 z)Z6kgADnc`9(lcHSv2tX<>pgZ5=2kOjA>5KW=s2v?5e$Pwf*50V{R?o$+o%k0d7Wo zwLy>3>S=z&YOf{{7^`K7sshO;%=7aNfm={X8NA92zMRXnJyuzOE?e}f=)%mjcEqs{ zWnJt~@5c`wg~AE0UwG_YL|JF>#ubbsgBm22v$J889qW|1vm$ip6Q*>p7aQYjMts$lt66Krx!k~7G4a?v` z^#6d&EM0M*(NN9O7zMzB3E=Ze|83VETTh5d<7tg8#%>UXuRS&PD!oWp`A8eIA5Ogf zJ+X213n|b9C0JI$L~SNxG8IBZ<$D4S!7=2?X6rjuL({|}01AY*NoFXBPy=N}$f%;C zfF-mG4V*ZiUgw|<_c+^^MWtj;UuBj5+fHhSY=NI~>%Hiclw2OqY<~L3FLH2)9G!_$ z6$ItH4j>V)nOIuC$6Z{kli^K%=5XfCt(d~=d*E2EIs`K_D}LgHJ>$qtpd!Mzi50bZ zYWs*@yavg4!xRZhDo_~~gp3AFK=+o1goyeY`jcHHE`RVa?FEBO-5|S85#lmlhH?;d z!q5zqCU+!)s`SJ$5r=^lrH$h#0g<6cXTm|?sCLi}c=>#+4paojO3AZ*nH8ZBFybk1 z!jXARb~k%hkZ{0`&8FE-KFOc2Ud<=)4)BLU|EO;7zOZtUXe;Gb`Y`x;$YDd)%BlR{ z$Bt3pP+=7YE)rcK@}fnOqReaF;bCeO+B0dm1BL+}_2ih@a9O#o) zc{9^53d$)QVcX>B^xGgoi9={y3R9pcF4C?0skFq~xVNE-%gYKRc!=8sl~4(kOCn+w zgQVjssXhv1gbX%%-NJet^nAQ~lJdT*cAu>+;=c~i@@p(+u7jr^bf-&Y>Q!NsfJ7({ zWaoKqN-kPsFlJ0~0ps-h@%?I)(G};q_zxzc8K$UT0j_Ux&ApBHxJ(cZc$Y4$A9s6) z8Nxsnf1*}ps0J|n<7iJ%<#h)j0LO;0rSVzUx_<6^NfI;me*X^7T&vt)3^PJhy{cJ4 z^H4Y3c2Q-09S3tPMVcFE)#^^$Y#a#0t=M&;(kN2ph+%vBEz*; zck%u(5$qlgQe_bsvD>{47qav78ZD+X;}=vkg~Py5QM7=_r;X&!Ph~S;c?bkR62??j z!zxM!k8O`W&dc)s*TL4nHj90}(q7X9r{}hg_@ACXZY2fz+>bRcA$!{P_lGXnI2W&^ zzZ&*)wC!j&mI?n*ZcSxOff4dK>?>aGp`KG(QU_9t)V9Uzp7YU>3iC4myu{g$8kHXj zCEUmDQ68Sn5ZcXlWb-AqIle6-@6D^0of2dxq z#`ecyfXDC)g6YSsJl*x1`Lc9=KeZ*b#Dfs1f1_Xuca?O3Jpr zX}DW7%fMYXjbZ<9lkbgw9}GV%laFIjQB;OXrdlL`P_#r0467U}*4M6IT`}>Lc{r)^ z03uQ@WquujV-rqiGQx{!NUTPqrPuk77R)%Uj=mBmt=n*M^b*S7_~k?-CbSS@bsAxY z)k?bc*0D0?{!P@g{wKuiPeaB?%Ls|zHfL7Xq(s=lqyx}-ftROck`G%e&o!M6#)Ct? z$lo34D;05HA4p~YD%#v{)-9*DKfNi>Br+Nc_`W}JzVzE={=3afp?8b}Hx4;9iRb_K z-y<#YU(QpgU^rdx$7sOEsOEXIa~r_jwuYeK!b^w*1I|rA`{}G+8G%bmxk(ck@V1Z- zVVj|*3MQByzd=f$d^1t8+r*Y*KbC$g)Bm_L`#mXX;V8k_Cx@Y@IR*hC50r{Tn+Ih% zRBwbtES4

    DfmM#8u6yG=bAiCc_d&tzR6nA{NUSy=%V%f4)Op)^iZ`M#FQ0i3-Qd3Ed zYx)8J!)c0ZQHcSbJQGY$@>VBb^qJ%i4-!avVC$kcMMEwxwlIboa&oT#Dr1T-$^wvu zttDT76_tgp|>aQXJ3Bo{>5|;MJD7ECgU9MO!?ohez+37MuEr5DdTT zQGz`&qM|QThEahLB$zLtdNSCPynXv zhh8_33xi${*6CCVY`L?O+XL7NnA2Rd1(174dW|i9f;ZnjBSovZ$^?l@@C0m-LPCXB zc6vONIGHn{j1Wv~stRz85ET>6P!FKDR~67lYR~CAAJ;3t&l_uKvn@K6h{y0{`C0qy~)~Ue8-+vtuE_TpKw%3NUUL(Hqz7OnBvcMP8ZO8*4Eb`_ zv4R&Q69RrnJ*RrN02m%M%nbPgfUgKJ7*K_wmq>A9gE8x%24h%)Fc@Ui{iPdgvMJ$- z69A#Z(-F;3-Up6wMPmvHa<+O8q9vl|3qVr@Y}`5j4H@>FNiS>_ z@aZLw%*_f6XVG$3<-trLchs}R%$?b)r#D5TZc3!5(U6F(@Hj07LP6rR@qB1+x2PdQ zQ#eIZoq5FI_F5}!a=CM-QNrh)%$MRwL7zKWTTm;dwMqDGi7gY?zWMdWs`v8ii(s$A z{($s~E3P>8a=Ue9#b5q<;a&XS$4||Z&OiTrSEcV({DRsGm&aYt-nL~I2#;I~PhJwV zB{VSa-aKtrH}k%FNFRlv|HR8L@=4GaT}Qmcma&6-j%dIA#|O63AmA{s4U4b8H3 z>u1H6zGba?z@p6&S@qPGBUw-agN3oF=B1eS1OA-0_vFHaEDO!ffz&g>Ry7D3Td?$^ z5}`&Af9Bl5J2X7=pcRi8l%lLvuPn@hSy?Tx9^M918H9T7!b?OtWXeoDNqWArEft&+ zC(KAeBxS^@P)!-a=*6$sOpz;5O0q_780<{?ydz`|Z&+L3Hn4KZi!5b+^<-4)rnhYj zRS%&ap=4<^R`4)dmkg!q!OZg~-g>~SW0k?sr3XXL&=6t1SXoM?OVD$gJBtfxs(r=K z=CL|3E*a~HIdZ$y*RQ5fWdZ|l73?c=TSbq&U>FKUD;Nbq&KK8sDA~%?x_f@^lw+=; zjf4;$j0;=0=j3J~m9Z)DBj*C127oM76_5xQUYhu&Ey zk&6UU7z9gJzCsC0TE%u|k;4MEYcbL2^pQHikBU)nr1?WA5}C zrCGFOBrOm*TNjRXM|Gt0rO7FX1 z1<|||KmGL6dI2y0{&$_1m*v#50voKr#@~Nk&dzX0ge%=;?vi(!IT`fMC1IaEWxFVdFyL zOn`aBY)VMZXFa?|0MOWqN6!R+2`@b&I!FN!0!zffs0W5r2PbXADbV>7R1bAd)Skr5 zvPH#pCpJSovTMq$I}1)!ypwrnYnDdV3?07&?l1@gtZKMfF!yNDO^RW*@c5fTCA>nV z)Z9(LI6`8IIhoMV6xZ-L>4C>G@m^E{KrUt&N)Z||r@`;>Kwye5Ye+S$bgFIRVRmz5 z1zhAjs#xCf%*!%;+YV_c20|VgN(U`M3!0K(1BgMdu=Z_tQV)c_Ez;auZQWhFcD>~N z*Zb{7^S^xcuk$PLKd-E8Us*Yi_Efw4^2`1ER~|3@K>eYI9AC`V#tbL%_7pn(=ZW+knm_C zFEF!UwxuC33_^Q=Ad)U#U}0#(uq~trDg)M{8(IRDS5JV-m6!aA0j6q0Ii?K4zEF^^jDB@%`PkJ%Ifqo=hqTzcj)_6+a{|7zzvtj1L$Q0^qlk z;gtossH7~H@TOqMlz6~kATt4`QNzw3!T4O-TbRG^@W$lsCI-P!x&^y5P|@IFE+kgW zDZ4ayL8x(&#|qU@w4%~$OgIgr7Z2LNrg#)BD;kZ^O_SW>x)@bV6N3Phg^VN(K@38| z%on9-@!NY|j=bhO%qdaj#l?$<6~Cf_gtuE17CC)6>IHxh43%nhG6QsIaL2D61MeEW zk~-CGQB(A6DS0ugXKT090C?1K3&2bU6H+h*k$x^PBv*V{FlQxTjjf?4D+iR=)U62h z!eA>lDHEh-|5Q)aD|aCQ*jlKhS>m$hh3vXBtBFUe8o;g&JUH!&ObC)SWk|0D=9J7G zDx9bcQRy)dn24Db2D8FQFBp0xnUGQG=`A8*1RztlR6k?5OV^AD{37%jHu$dyXD_Sy~7D$~bHF)vEW57IChoP^1zw@2%_zKvIFh{l- z;mNrP+YNg8{=2~!oTd4)0_#*@@|ig@n1o3f?J{oWO;H%c<4LQy9D( zx+!SgUxdVwkequ=GG99+!Jq7nm-$Z0wfowUv_H#f{L zfmQruzEGKB;=q>zU&4UFFE)e#kdAQ;tW(raWhkAN0??Bg0vLAM(?B92P-+##(9w;@ zRBwMYn)uyx=pp$n07y+d0@jPxO+h2@h2MRR2}4vG*EC`#-~k{*;wOkusBG!UG(v); zAt2GR5}R+aDcMru)EhFHKr>8Wc-)}Psz%I~hSDCeJ$#(v@lr_{!tjVzv}w>%Gl8rQa~FA;qI>rK`_f#oO7r`~UqHm$7C zz4Xo3%-i1fHh=uQ9XosxZn$wn&c6ux>1VIqa2-O zSd(uX#s`cZ(lAChBS(XP(%mT`3>=N5)Cg&$2aHCf8)+0l80qLPMY>fQMXY!K_w&AN z$MNibuKPUC>vu}{lAG{ScfDuQRlgq+C2c94K%#-Kw%|_%5)pde?m^Nlv2&OQ*KNR}Cy$q`J##}1g``te3vP1$BtEz<6Kd|g z?E2&#;H#6ZV20eE4<O+3wTHL|sA>qgU;_!uW5R-}LW5-Ubo$iuvdlHsko2z&u-lOYDmM89 zJF4V@G63p@F{Qfz^+7H68*oSp@bn2znr4hK55TvHp#slhd zUb5EeKK3rBX_=xt`{+o{4kiuYi^CNA134nor4$VnDSy6{LCN&yk@&b8J|stsXYM1# zB7ZANh=KPE`Q!Yl6HMV-<@)h)Wfr@7H-P#Ywk#TD)MPt8Oe(%VMW}$>LZZsmDVID= z7`oDPj@=@rM&#m5@X$J(F z-Isk7YVh{U>z>#Bf06&*VR0nGH}Bq^g!}$|#?_sO$@cVoP&niT~4u%Pm# zo<;irfTcxo=NZ0aaD|`Q5uaPGK0BC_kt4=n-(Jdi5R=&U$ucB|D&E21+}H7FB*19q0vnduSEGaaPz^!YG4Ep0Ti$ZU^> zjz1!;tXySWJZ+ucy4ohC{9a>BDgg{Y-=tcEYDgR$kqB6c5&tp_cN_OETNGq0W5ul~GQD5}b)N$t64V%N537x-W5DND z_w7l>u+nA~KK0u$oo-8qJ-0(aLk9>=+v5qu5&w^?a$7>s81jNUvwD$^y=WixSh|uE zvzmPkY4NZ%E~t+!yI&i{R`haGo!g2bYT3l+=Mg=NE7&tJZqm-YQ#A&G4+qN&rDbUr z<1c%nY~rxlAIf3k@l5koQ_C$;H`m=Vp5TB}o}!-bL^fMq+&{+Hsz|sqS!sT@nFi^$ z@0jSD3%V4U9N@>Q>knXr_y*7$_}2FTjvZ4lZYj^&ALV;?ZJaMn2n(8fpUmDmscz+! zGA5~;_qdJd)T!M60ix&cB?h>nEvnxfMg$#lmomI0H=veMhmK9JocxE6++!IJ?J0}JH{_Y*w24}9jB z6E928etM80;Q-v=^N82O&1bi=)$1c4Nt=8Wm}uDA$7ipm30)lDT!(-(1jw=YTj}~x z@Dyspct=~2nM%D@ID{j|>cTNj*PYZ27Rz+`+W6edolHj*WM|4OqYTW;= zgRL0k0AM-X+QrJ#FPPcvP5&k3$dxi!qKutu`uHyuC>CsD?f zCO&iJRA^;Az~{KCWekWmDfD;KYY9t6XU1CKB?i>ES-+T#Q2zp|K?u-Lh-A3Gb2!(d z+ycHHfOAwVO(O9Yx1!hlAM1=swZRZv(p{)~->TQUVHhi0N9LW2J9k}s-9%0mkVR1& zU^vPZs9$}|neV}GQP4+ZYIJ%u04sIYR?b(z=dCO& zX~IgDwU&DEPIQjOllhj>`R^^-gk5!h=>2_{RO%phw$^@_YwLYs8HQVQ_4$0#{Cvd= zr}7wFe0#HbO7IG2VqUS)gx~IF&M)5x;rB^3uX^`1#gwn{$56K`4fU+LsS7#8kW>)~ zlS=~^;CmX)_)gU;AFa^U@U|r(MzC_vw2NeirX4^l#rGgT@_2wD2j5gR*?2BW8l+Y# z40u0UC){EYsyf1`Y^9rkmCvG6ifsM){gu4dHr_|TIdCOU1dnvVTdHHdH>9I9IuVg# z98x|0Lcgwt|9o{;HCqTWBq+v{J`C_l7K=VEaPz1lVR1~zbiaUURn;s~_IDoyFRpv( zdM&N_k|3T2b=u3G$5t*bw-+3SF!t&X+1@Lf6^e=wkj{&RrqQrG+S$o$gYNt9P>t zoxj1yKmjzO*z$Rf8@NcZ{slOOlb?Lv#6`v-WKx$iQv zNEVodOzv4Gn+>^%2TXB;tuw6e)|s5(DY>R+x41WQMB2RRAXe{{8CwA}gG}(q)}SA> zjHb!@b+=H(`FxGapcrkNlLVf3BGs0=J{~iXC@9^{xQ-tjX_9HHE;R1~L&sa1>Z%aT z*oi{al+xIk%g%vAb;2A!33p%TikTbwSU6{G2y%Z=Q|79R$-I{aDE{{ss_~qp{pqK! zAH9c4_H0cRJ^HXSYs4Pcj2++`!*5fJzA**3xSFI_JC}oPJh$2|s;TY#+7uu;(YpgE z+9||XzU=01Kl#Y%rvKK(xjt+D?fN>!p9O}~=Y0#$@}8x>0J6!qlsgXjV5Qaa^3?!Q zY=B31aFs_#eq*y_q5um$ewcE&M|}c6FMAA>rde{Tv(=h(Z)pv%u(S?k6z)~E6v zva@yL(Dvx@<9MHOlViJ+@M^?#*TUHG2}XrfSg|H{m6V&XF0DNuk##smHzDeX{ooiSDS>ZBVgE= zM}j7GIH%BF6i;1`KvQkDQdoKkzM5WDCn0sBIl8dRBD5u8p>GdI6KaYDFPTw% zQu=NW%gn`c2S>J8J%xwhe~C{!1U+REj5nwvU9I>Wd*yTa$?AK)i}Ml{e+#FJ60Yl8L0oyLiikKJo13 zwgtL6=Lb7-xN1bb3BB%a&`rP~)dm9iVQnu{Yp$O%r`zSDpTcchQTflXk}6z)57ac) zNAk%mAc6v-$wsz^G!T&6T0Ie{-UHi1C=quyo~0qp&g1r8_CLzrX_u&S1E7LKE~Qe) zMvN%wMKZa_`?Alres04s{N0Wgp%kumZg(C}k5t%?fump57sQC`QAm_h%v4n|dv|pw8uY&{! zW08ob?e2|J(d5$BI67C){{SuQmZM-wwgXwV_a5<{-j~>8%yHzy5^|`vn#g?G_`<>+ z+-ZrZD$VS%+*!YCFhLnjuWJ-^GtDLtS&JeEM*<_Zy#N%$U~KUfuRi zP#F_j1`R76z8Vn>4gtVQ_aU+SuzdoH9BPrYk@8Gvl_&7gF<2KD_nT%|oVAqoG+XQ7jndpwCIj!m}g5C5l> zc=kZA-kDGahx-ulMauE88jQX6wtBr=`=s7%&~d)ttV}yVA?RmpsDp3TTWC?BvE2RQ zpXpjiMQxJl@Tm%`HzLI3YOZuO=V-W;om|iPdA{eQT=&($vBJhh`c#qZuXjw{#se(Y zlPN5uLb}A9Z1|rYun6p zpRy>21i+R?)U>g^4x<%~oBMgT_W`$+e!4Wj3#=+Lu1XzdRUz2bt}f)-rRJAs zA#a=cmNs-CF3y!CX`IXkDwafspUp<^5L1a5v5VkQJ%-~L)OInBTr?fXHYhm6ovb8F z%!Jfp7ozEbK=L5L)TYR@bQQ|Ft>Ubyd$80HIus-MKyF2{j;5z}MpIACX3@{B&ptH0 zlm4#!r8k+)5#}^93GTJO`qQ}i^Vi>zR|LOAR}WziRsua2 zNN~++pS2#|nLOX?3qG@VU}?W3n_M5NpE{dA|LghhoL6;;wm!=SX~vED5DX1;x1-@@Yn@RX+*fECFlYng|sotP9<5yLuscX)iwDWdU?D4?y- z^gQINXFBz~QHgcic*{?g_prlU$rQ0r*!bWyVF2WUyoeN#e>)Xp?bkEG*7EYmqERk7 z#lSf~z;PyQ7GH94m=839hT>d6J|xoqb|+rB!V>Hya&V2YODP7~?a57D;!lQwBNU%# zY;}UZ1Q<-$S;sI4Pa>{7(nx)uQWr&<1QfC;f3Dng{xYO?Si_obupsaXUK@EERXxW2H~abJBWV8;r- z#l8Mb!FQ^Ijd)n{rrS_iA?=GHn93l78WIjM44@#5jVsF@hxi#lL3fSk=4nnY_c%bO ziv|NP{{?XH_mv%Rt!UU|dS%gdL_TTfPez}N#Vzuw2*~752Q{csQpu^ks<@lEOqb=z z5Z@Sx|3JplLYv+@K33g?p;9#-~Vqbz4TEirp2-C+eHY6fN{u-K{%zWHYk zP*X*jzqm@wI;ynGg|r&jc(4=9eqGRlyezj0w=BeZl8q>+sYM@ONNPE)`tR<=Y&6y> z>dLUq#dL;iI3-uKEestJmcT7}s)(8gz#a%iFUR^&`?y2<15uwP;Lz_(Ew;=&_K0pa z`dktJrRf%w%lNSs#Wi6?{p&W|RSS9eXD%ah@mJqJ2AEQRuS5IqKUbH$xKXFy_Wy^D ze~_NPoE(s3S~RbBVQITA*!b-{s~s*Ot?+{Tb5Ua$Rd4Jd-ZVo#pxMz^ro75^XZDC& zT8lyn4B!=Gl`!PjoiZ7<%Adw9y$jZ48}&y7Y`^5{G88c>`1X4kqxjJf)|CKhfwpoc z&ZL}UVCK;olmR<@p8>eW6hoebc5~mlQ{onk66UCFg!*p&3F5m`ssT zjaSFAa%#C;fCt^;iFeOe^w=fYRJe#yF#x*a$=qPYLBImc?Bui9(fflI-dSyjA%e-r zt>T${v}#~Brg}t&Jv#q-)xBwH_S;xk?M%Z>iTfu2NzG^Ze^;!vBwWQq1t(s$91kdr znKHz^)8Au|1vhNpdf=aYaIFSEHo}_EV*VpR`}9P9KYP4dbT<7`K?$sQjv@G7BkRCt zFAjUFc~^-&1d;7PTK7X*2j0@wlxe@)0qQ`r%5zjzu&^-cP=Bx+U0cm^H_LUShY zM454C?hx`~f|X5z(SK$gzpkllJtZ0h%{m!Us9D$fFwyLBYtKvxSU~|$EKokYB*aaE z6Wr~CYI3q^oM}adgD7YUKcyz{aJsP;SvA7p0@DS*510PwUxTENBQokCA>u5+C|1_y zOH#KthR(I`5JsW6`I!7|cAomc#iMc>S@RhoW(Z`OF|&Wn;!$_L@|E6rR8{Cw-~Cu| zo`Cw7NfsKrg*iL63R5=PX6f2g2I(9O7K^j?W37zIXaOLhzc zT;!`{E44fYiQ=?1Z}iugEm27v)}8tnZ(ioVSSWuHr*N>E&yn$AWJh#Cp^uTG{kuJB zSJjxj2uRluD$b24m&aR7ba3qP;J9JJHzT9Bzt5!lPUP~7-$(w(-s#?%-lmVw@Uz8e zV2YPCPuB+I*oUL)rN*Yn=3gI>&!exM)70VB0%N@s(~TbI_@G>FTS!9Rf*R)DnC`Hy zB4j9pN0b!|vLVD15ImLY5XXHg4aZa7sf@1KCKOQ-W2;HN?*^jyCeX?CrW5zDQCu;Y z5WbaEPZ{>FIb`j}pSMbOnq?;I15Zk5sX_q*wO}G-m!)N!zJ9dd=SWX1kkl8@c7AJ7 zEH{@mW#jOM-nNPc+E#_5QL635(ARgNvNzukiM{$mPSX?gEvD>4tleZ&9$2a%nYbVD zHXyi2@Ily01$|}t#fTk<#*r7GSDHECtJ_V-L7y8O%v;osFrdEOAz{nV)-|52HwS#r zuy(}IhKTb5iv5E<+kLdAGL=sx-*`AJ1Pog$?ncFz4UDDacUP;h@%2Kx(2aD_S&f-F z4v z7h3~G3nH3_*5|i>c4z+nT_JD&_cv3Fl6de&Cnx&f@d|xuu?-nCh zeQhZCK48Y{!0TuER}5OUhBpJNFa~V^(If$wxlGFKnbdjLrZp8oV;b7NfO)r6FemVc<`M*f9t_SSjAGcUNewh3{u*E^)*UIZ&Iy2k4l8e6c;Az2v;c_86taREoJ7E z;6*ly-atn=j~jaos%g{q+h>=SJUtj&7+%+9H;PKu?~W8A|HI+FwERXw$n00LSjwmJ zfGMc;-YS4hlaS}pnIzpA5jloJDej#&lcqs#)Fv<5n^G9YLt-MzOPM zG#x+fgo-i33%`qht$I?LDMKlBe0rF`Xt#oY<~I^o2~EA=6~UUpz{BUvIl)Mn?ME8zY%_M_x6NhsZ#-DW$Tb1>{yJDhTlm`BAjG4} zxDhnvaSj8H>DtY(WO1-{sPcw%T_?Q>sMxPo8LTJ^Jj}zyZ336zM}K};_21=KZL$A7 zPuz&fV1Fp;P>h`Nw`>3X_ebZgP1od4cJu#hI<&>$bnlgryl(Q%eWTs{8~sz=l~|K^ zzge*eZA%2$=jmPui!k~g*&%qqgf?f*kkZRUUNyq_`O)k(rLA}{_ARmFE9U}WcMi{Dhm5G^!*30O5nX6N8)}ZpHVt+}$=$!RyBN=!TyXZL7S7nw(6q(L@;7IAVO6|1!B;<0ixY0;}^*x`B znK$ zneb6bqAH^drQ=W;UuNEx8|-20T2BjWeB9_z{!QlxV4YvR1W<^#OEj0p+=vi?trSw_ z+KI~yA*7Zk>b#WILKmh*lbNO?N%5(8CQ!yk7)r`gYJiPH45tviCn1Hj-{tGx!rP~U z`{kTl>M>?QJZ9gBktrHJ5q@NpkNRBPg~fv*-GuX=(fd_QUF#>Y(VPMHN6vx<;s62c z*MGz8k@x{=Yvv%ST>8F6-A&`)2s6}A=PJ7GV`wI~N!&KNL}5Fc8Zc`a-~~w|8clAg zEpV-NBSo6sWUqaE8l{rp75(L#?{Bkb~u zE26d_)c2uqYNKGQEG35qbtO`4@<}ma+Wgp6}`oeJFXHO!fA$Q>`-HoQ_UT*|XipL)-B9FW7hnw7N4kBR)cCzHo**aT4%ArjJnUZT^@ zF0h6MQea%(jp}*Vo#>GK?lF24{!kzV25e+3bEXkggKcP}H}TH)j4K+A(_w@&T(%3| zJZf~4>hOwJaVQSAZp7utmT^x{LYE(VC2Bwp-FYM(YhB*fbJ)8 znBHIU*~8mv%jZvG%i_*@%NgyJG7$XT6*Iyxo|%mg(`Bews^F|jZ?>oCLZwP6FA(>c>*gW^+D>vPyMlqaw z>$a}ey-bkbDVpH2WJXzMJ;k5_XVK~1*Ie37=9lffVyXy2~q^^XiYai=)TJqa#wR4GXD7QMA_K!z52Kw*}N6;u>d6X z8RFx|0_S@L^zRGZ;JHLJ7-6Ci=Q4APAD-fHN%IZ;>)-YKJZFGLse|i~;i!J1SQht2&TfH?}w`TLj6+*ASN`=5gD? zbODw-i`m>6(T(*ows&0ow6NI*!IhXqVZ#Cjf-|fqg0R^M_;k{A(3NJZa<1^-D;;=* z`)Et`)L5*|s)R_1Oi7f+>lO1c|Jhh;vx0fwOvWl&`2w*C;)8NuZ5u6kF$Pdz&akEX zjf0*UwAaD^_s8%ds&>|c%*{{h=@TK=?XvieY^JQoW%(ns8Y+})e3d?}ZX5=r8BMir z!o?UwvV*ohXsl5`NyUd`jG8wTNlBG9{;sM|Z6=|Pz{k^!)%($e zVt@Rb`3h17V6@WP9fVxOL^!mEVN_*JG^0hITO*yA<xn* zT+&$6d{Z@;c`u3Dq>L%F)XAw9>#dAGG^DP*D?Za7v-8;uzCK_}7b1jTN2+F&!GPf| z&hUNQG z7RO}ttHSzAY6`4C{(tTYJoMdFCJlnk&ra+A8c=R}zFm&{u>KdSlF=xWFC~pbv{t23 zW%cO4J=Mh<(uXPp=0d>@QeLEFU%Tx8R)3x0JoVFUgR80* zdX*Q;Mw^To@i;HbbGP&BKmLjTmN#C{rii}7=7#Mg@!Lz2yxO=G{&G1Xw%O*K5C6Ldju5Y+X;_xrFo9_Y+4OdoP z{ri1*(=?3;Vo81MZ1p%Whx~h^4P(#3hQ>F=>rYKT`hL83Q^F|Nvq(%QdILT5d><GCh2j#`U)&d{mMkdIpC!T2%n6d?y6Kt8*ro~;PZw7kV+yZL2!cJ_1VCVWDd{+B zBALmMN{&eII6gO~7QhR(%`~1rzc-`HikomaFvUNv8wL>|e_7!7lGm2lo`U4$$-1bE zSa*Mw5wgBvcZ9A^>7K@!72@|@Un%OOHM+prkdLEM#T)v`2Vt{CtmT}!}C};s-7Op(PeISY=aijy5l|%|&|Gpa< zMq4&HQJI2zY5hM?(Sx-FM@{gG_9xntCz3G=JRrl6B;zdkrF`y10qOQZ0JkJ3xiZRe zYhps!nmXS$m{~cl#1u^jhp&F5>0N-k&49Uz+g^@A2e9jov9fxx{fJDxfgmmpNAG4$ zjUf-AQ9@#P{h`*h-RIw?p?a2LJQ5@lUaTD-m8&7VncF|E;!o6%R_(=zMV#^^QYlE z6@aX-v57jPx1wzmf58_~o5T1XhlVu}H8>rVrIS=VgF_*(FS*f^w^pypIH7aYp_mK<%2%A!wVJ$lqY zx1`lk%P~;>>+<>YKiLjH_tIk(PXAvmR;8`ixEb;A}4$MM6*vo7n)lX82U%&06Nyq8>!_qa?<6%4pN1xvRP z8e?_fF&VS3XYa>{@a!3y%XhXpS#FSNL#NBDKJYQRlJ{yXhToG+);w<+ z&dnL^A#jkF+wG@Gtau%_SRUB8MiYD8Ky|Zmwa?Ny>S&8!kspG*t{uU<&6GUmjHtpby2ppczuZ=6p14 z!SA8$9_XhNZ^EfHl=J6&aR0*9h!`v%dLakurYd@1eYQnIDF%5zx=hgiOTs#c?VDol z5p=D*+|_OT^|{iG(vS6BJWWMh4I?y9t5svw+C#uU+9V6Q00{P!l=?(hWwrvH8kSFG z2>^f#bkq8nvlY_s2x12qNr_^f#npRXpK5_wut2ft#>RV0G)0wfl|^CZIeFxKAtbuy zfE`!-$zFtQ#K1H5nh&w49L=+!YFAMZ#RD~-@Ej-wr{Nor|Lf4hboqXSxv8 z8#?5GSr-M#H-S6<=0)`67`hr!bBUpts!vMpq&RY}SrKG~1#Bgho9eXZU>ig7jh(#5 zg~2vTOx=QG@4tex+`%;CRVbc8>R|MGof^-rb!hg;G8fHP@pk$B7foL!%o!lXkBvP% zN$cAKzY5k`s;c6T4G)oO6}Ry&T$Ow8*3%Vnik-uFQ?z0*LFm=EiZ z?2+ehwJv!7pe2d;L0F7ktMBUkF7aq2|In)0iGjN4rE$)6zPwXyf$3_OtSYElN}8Bp zInIE4%ZZ`CkUQ~BVJI>8(ed1gNqnOCo^}V~kQ0NeG!p{}k(_;}gt@4#mC*nOI63^` zU4ZlNtGMgQ{*W!@#xzhD9NhZn*N;u)m!?RPZ))aMThye%F;@2>{0T#qp9})kgv6rD zcsuk+XKr?RsbL66Pz+ms!U*_4_?BV z7D&>QZ3U)~=*1%ET44wc6$7cjBzQ}6IuC)*NxdJoj2PE3jcXKp#S79{%4IH? z2e^;F6qBFlK*T#{g?f?$GT)<=A;FW%M?^oxw!c7m~_o#1cEic z2PgZ@{}`D29K88-==Sm`;wO!;SljJUN7rt$wtiW#}&_m5O%wNe^%xYMo3Mi$ltf;JCv)xPFDjKjqeS}_Wv0j z%j^G-f}6PU!LN4Xx?1+nSJ#Kk< zzWMJy+v90NBCB`&p+CI)4g7sBi#M(J5WZCkRK;GH1j7tqo7oGI0n!EYnX7w2uJILW zPrj4}2+R3`SS3Oi!~D+cAPx~-2MI^3$02yTdE5tuWoCo~X_^2vPhG|TFc1SAq)?*6 zqJ4&55-5cu5_0@>go-|O#Wy3!+mV4h%bpNi9elPN?u9Q5JLJjW@}r?qFE<%H!$P0kD6yaaH0hJ}H`(Hl z^Dj%;Y_TEpZ)CARd$|6w^bK)Pk1TynBjISVC*YLo(i>~3xi`5_SUqP(vlYtugku+> z;lT4Wtc@7d$3fU=+=PwasT%W&z0I&y)KA?a)+KJxuqCbte>>VO7{6pe|7)GUMm+GUr>=tO8CPq=Sy=|%WB||abe+p zte-s9JI!(Ygd7hN+nDk|{eguq-5j%TczM80>zp^1#!1%?bT;1jyxQ>d5K!bpw$WU~ z19PyS^b+=+1AXgL?csw@+{Rl*>nOPWyD-kc(x`pjtoi}VoRDiBKGmE#6krJTi4-RF zUEict(CjzMh-JKq%16ZqCtp{8?CgHhajwJHz}f*&x1?y1H1*4A!U5yVDmALuh)&lT zHuk2F&sR+<^zcQdf*2NZH}*dFLfO_ zAO9!H8SRTt{#nVcDZ0doGK$exIN2bYoPQ7k$eA= z#o8kr8XcrK$(w}+og+UkT2sj4QdW@QM}Y|W3l=)1v7VDK@DWwOgZx1Cw?~qH3Q*I~urQGi*EtZ!#KF2Q`7YWJG0ar*kwW#BG{XQDLZ|Tuy_7+Xgk& zy?drLuS)WeTIIZ=f{>c34fo@>L0g{HFuGna_ykG{3fm|(QI@u{-~;|3cWt&FI*(E3 zs=Vi@1P;E3h~c!J$t$A+!d0j*a~$;4>f8*&_eKh%ayZM zyrp-z$>$IYAssJl%xhM7YhkG$X8Yy4Yrsbw{-Zga@~PtKyPuGl4m`cqKE z4gyAvz2q42X&|>yEEi;q5x$icre16HNaHBTUK=NQq=~CxbTdt`@;C@0kHXKQZ?}jN zZ*&4nRe{6waX*DLx=bCk?I`!{0#d;?`(21W*nKt~K1}(_ zlV^}GPr{+qQ9u!ymUpS))-)hh{LR(BuGL9YP=4@}cD2A#7uO*PK^Y7n=ketu0fu+l z4t|nhjA9@pt>o;#y-DC5*>#gr;{(R(y9>P3z)U#9BQK~r@C2g7!!@FF==8;TCJGzf zE|)$WXMJ#hqjTNAOUer>E?JUMJcu&I994-0H!YA_P{$N3EsopN3NpICC8DLL07s4Q zmYF2S%w^kZiJz0N_wg!s*)!ZT4N(DZ)l!6>3?pg7rycFN|cDHKKw$J=A1 zTngX<)X2C(+pEtGJ->!0&g}aaY^*Q(I`98En{Hkw&FF{tYq=E|L#YkhfsrO-g9Zky z@VH@WF+eqTo{o}ss1bwJsI?LTK)`)&=24s!{mAruOAZ#LUtn2*n;LqQ2RgSXam6%PTNubtDmSnm;s)Q^zBx5N9 zk~KJr%w#h>1X0UQs!C=-Fx${C*?)NdtlzX<+(~l(!JwTPSy)180{sVJ8}XwHtllI7 zpXjDlUzeEAfUnwISvyOD=S6Ot#}@S!M>IM_qruXS7EpY6U3e>wj;UJ1aY@*P-gR!z z0aNidsK=@FO%wFNWI7(nI=Iz8w7$A1ylvMU4(73lLv|%cX@$UeUyJ#fm+uUsKkrny zIN*ilUDLYJe_!`z^qVUu$lmr7gwpoN1`N273BbZ)9gb&}=Sh;jfeK`joarU?b(Lg( zs_M2p_83|nElCkhSy_J9GCGx*o;&+xykGTS5WQoa8YdY`OL{T7t#mWWVedT ze<_bA-D{ez{(kWwySl=OW>S9{?L!8bUt5c5rI__OeJ21R9q`0Xvj0@dtNtVXI%2(< zQ^~$9GW~rHC4@8y?YjJrFYx&u7k|>1&!PKNI2kQK@ua7i^&Tr-oS{DeMjW55ZgdQe zE<^LtLek`ET{A023%2C&4GF%&90|YT@B#{H?IZHB>O9y2OsPa1-l%5vaK#)5CME>{ zX~Zm}In|I%+gcjC#?risuUPJc=Ztc~NrZVO0drg?v=Jag8Y$a`bckzbNh<8X(2z~z z6d2@>^!4{S(N@=(Rba-uZxaTjQB=zEM!0knQGxuG>e*~a?pXkkcy6mKpA!l{G4*@P zq9KpK5tRSX^XNWxpwTR`koJt#-|3O(3y0|nr@kL94sA9*3$r{LffDw))#qE2M;lLG z$4@;`neVZ%wuU5;7>O}LaqNZ|iFq@8aD9->5fbPOIyi?vCth@myyG(Q=Fo3VL z+GfO*Y*O(mk`uaSnt=<$lX)ERPhY4g`b#a^Q48wV70~0d%mGN~8+KhwYxLvaRiFgH zg1iJWeC6E6Yo_`n(*}AOHT(G&oMLX!Xz7a=cwkN!_hc=eV>~WS*oWK%F@HP`pT`pF zgLY~p!Ul%6nKA&j1Itb0wgOtPhq&Y+V?P@uQAkX}cw-;X@uMIz&{#BMA^!qcaX2?Z zSU2~CHpd!oB1RLGU}<;vJ$C&MhAI1q~;cY>~^k33Cwv?l>A!QTJzsfAph@PU^sg+`)@JxR?2$2}exf$QlVdST+g zc7lsqdRwzXPFs8!hzO$8lF>VCr%ecF-6f8CBTpbnObc=l|57EqWm&v#NTj?Ec@|&K zCR1D;H_Xk%3G?qlSV+);+1{&H!k14J7Q6s)u#iQSCp4tI+0db%zCwQHg{xe{)fWu| zDVx;M!0JG}io1+3uwgUnA{g`?+3389$0{ zF`B47Afv~decn-T%#xB_MCHCzf*>EX>I(*BDdv(;9o0mxOkBM%pORxl&6+T+`7r5X z@9K5%`-zOO<9Gx1?hTXz1$~wjmwC8+nPR zLm)E|X&2&j)=)@xQ}@wa>ByGv(RW8biyU&p%#Mfhgjd2RWrK{J5B^D6>?!(lY6Bq1 z36I*W5SSU{WXzu@CE6hdfE^+7v8>3X!_)kXS+q6>_T`txaDEvfT}$A3q3+>in1J^J z)jfXudTsRnzu#AX=!_LvE~cr~w845HBkqVPrRkzJ&i->3$9H{RJO=3j@-Af*#J)9HKqmCP{c+v;jpE9HG8w*PC}#P9k6njR^|Dh__(e}5X< zBPy(SX1eh04HL%-djHu={*&!4em~@4^49w=&va9^_Rb=I^h_b! z?TaJM2Z$FQ;(kub9m3&(%&*Ip^Ss!Vc`qFGa_rbYsN>!Fm}q!j3vESM;)aR)visHx zSc5G2F^@R;*Kl7txpd66AyF{itGUc=&H)w<&<)~1x-DRybC)i#3!qR67a)vfDBG5^ zA~2J9<{{6?8tlf&ntzd^g(0zS72)2_RJd{v2__H9MfL|EZu+5OB8E zK(-)EP+W|>e*-0q)_?~AH=EZXNK!ZTh{+C3m<~5|%-7cCLYhs7>+-Bh)x7DeEnd>U zo=-GUYWvmZf~|;(9yylB@gS7YFeH2B;o4Cb}osdCX>#n@4{3==M=8I50KdZ{pOz3tkxq=N8B zyh#tz$uYn=H(QM9^>qv|%d=zhsr-Z^eG93kwA*M*vRy@HTf{!~>#$c8yIGvHlgJrX zh?n;=#Fw25O6P*pfJBEE1Sev;t;tnd)(06%c4p}W4@rkhK{9)Mx0Y1e(p56r+?I@2QHu47HV`D=2#1VX z4|V(fs~BLYf)+GiDBYj6@ZYDMTgOM@TGIY#h(G8Ye;EsPl%n6NdO7<*MKlC#?&U~E z`8)wrXsz}sHYyi@Nzt=_(Xu z^Rt%R$}n;APTx$roF!wL*M(yKz?t{*Hp<=FjP;dTOa)ZS+Q$FK(OI}P`L;vSD(rTQK*3d~wSvvB|+oj-I6UDf|a3|C8*T2~tk`l}L2?XYo!q2kMJZHN0KsIhJ2ad{Ia~TiS#!nvuoX41ce?)h-f6YORB)rUL1{>Mx8f6<>12>-iGJpQC)U;#<|P?_BAhxdl*woFX&Qmgs>9W{W2CG#cYGx^Rm^>XDy zjp>DLGq&nm8YRr_GOsZ4)gWFALc8CD@E98+`qTuQx?gyE#-G!d|57-VFnqGZ>~qDo z6BCRXihW@Yw;20zv>|3W8<wIQTGn-hu=R( zPnCXL$HU0>n(p^_gD1{^ZT3m5ZMG0L-v0fCU+cHCJ;&W7M26qazoEjd2ToIBZ_vyA z3YqYmL9V||p7VlMYaPB^`Wjq+Z|1kO@Fnz7#ehia{Z$a#%YQ-NyNbIuhT$h?*tfgv zMc=fwpK2@86wtw3bu_;uW%Lsqg4LbJRYqT*{D;|ic?SCCz^&9WDs{aVQMRi)P0LK& zenUx)!){2zx*CHrgWjhbbuvdN4iO(j%w-r!F;mm)zY(D?m>`5jKde$50hbHP7r5s( zEgB@uBu9yXdt8Zf0x+Kdx_2ig?^XpqfM6ICwvcL$sWXdN?6gV2AYfIKf$|@ z?S@5i7L}Vn;je34mwz=*P7fs(_dL9w>!7?ukQ?{@{)EK;4qgLf3+jVv4f&L84lNCT z13k%y#tMQvs|*vVxEPxZw~rW`EVT*ixECV}b^w1Ujb7%3Es6lA8h48J%RB>E#8elyD&&HKzPEkX576U{9^ zC}FZ5oOWiY%5;~_$?EE}FEe*1wmUHU!Oxe!{QAkc6t;As+_x#&CE_k4%u&YMTK(IS zelvgFZ;9Xjgs|tX?5}#5~P5qWfNAC*&WM{slaO@%TK}?I60*#7?baO$v%5gE>*@5s{ZNK`Yao$Ig{m+ z%L5M#(?>CI(~X%{T!PN`hQ`gSiC?F^4>!WuHlA(v@TT1h>;WaQ^7?c5>r|udk$e_v zv;)h#LOIS9rQ~CE<7DKiHV#c@AVY+33&vcn>R#Tr2&aiKoBz;C5}kW=!Ss%z|K(D8 z*{+BJ-qhV5XX8^+K?AVZWeW36OD?@OIy6R>S(=i0eU;>9cvmxsTeOr?&juTYsQ1ib z;1r0sb_{+`B@4jAOD;Tg0ZX4e3sPQBv~gbrkTzwLIWIvHOp)DW%~x7(!Y|rlg4u%L zZ`+34L7XipQ8BP+S}VNCslrEVi=5X<p0$}soH zwjJj7*Mb1SOv^cflaz`aUSh1TmcF`0{R;w_wCtpUHD3Q;2&swi#Vx5OH!ZbMOnNbH zCH-R_cd%83&q9rUh3iSWkM(Grlc0cZ={^|`+`$Xw2}*ag$Z>MDu((t-mjGBb%O9th zxa8&l?#lu1STNlIrovC+Yxvz#uT=zBCpO}SeOsVMgVd_s-QD3w<4K832bt1A zs*5OsA`~rrf-IM!*Le>9bUMAOYh|h4Zta!mvp&lUEk)7aNQL1F1>N_rd8A@=J9!aCfceKcsuIXG zBG)!&Zy_QXSxYC+nS+5>MGPWzoNiu3?VW18NNIJ%u{Ey*FX0-YynwoXv|&z{!#iQ)5bIahIxQZw`jJRq z-B;<_Pmw-Ac+?WXv(G`xKi4O+@Fgo5&y1@3@sRO_drtRxeH5>{)vMKcJJz0+xRjq! zSpgGB$z4ij!j5h)sq4#Osrv$N>A?HpY(eb`YI( zx20&Xs7BGlIiR=a&7#ZFg;rArV}_5}D0aYmmYi3eu%eOyMnae@w@>l1h2wG6jTUNr zV@pd{F`d>fnl3(rqzK-Og_V{sbEiGY4YYWEL&tbg)2|PxQz-A(-jagrra=hRN~ALh zAsW|z018@h^Cu;G6|Mp#C^D8$FX}G8g5mGZ8h!1rK)<&eUqYxwjm34BV? z&1^m8v@(EXd&6zt(RL`Dlae4W-B1fPF7 z{Jlw;9+B`(csA#ggu< z$(;eThgabK(Gc@=?*MC)&FC+ROpgqXbkg=N*JJew6cSrsD zp5wb;viJ8N(M^hke{Oo@8IRXRe{s6;6?fZ@CEd$k@N9u>V_~KeI299ND6lJ+?hscaC$^P?1_~EO#%4V zwaGtm3+eC?i`bk%GEw|B5Hlu(`-DV`ppBKk zI1x&|Hv1f>s3A&6$Z3UU<@Bk$dkfxv9pFYFNv8tthuR{sb58r0OD^+D*N15%OWUV6 zK{-nQj1=dj6x=EC)`SK4oQz4_(D!CL0ExrRzEt0iI(|vVRz6NPjhSe(`Ca&L(dnu5 zXIUv&G1P{jmPlU3T|dp@e%7T;k7W3oacSS}*V-Pk`+~n=kOi*3(N5zJ$R1vcL3xtC z8zX{5;zGwX3iG|NWSPAI=0QGyar9ShOsPX_;QI_iY_&dYzoBq0DVABkZO04> z@j|cu)2?`Wcu(Mep|Qf{_B-ycf^)~)bimwKn189T&tepJV% zLit-0Tnp+6K{`~t!+gjw1vp>w?kTa!W`)LZG>M|5mT{D$t^%-*`$We}!`&k`F}Jyj z+eZD|IlBLGlHA;ngbqM++H@NQ{h25TK0Eve$Zg9CK;=c`K2ju0uPFns$zWX(#F6oD zCelQzW%?vy$GwGVTcrhZ&H=ku_P85Ga~33mZh1#ji#{tPhoUXSa5j$gzJu$&bj*mc zN0<3d@m{7wi1;fW(H7lzOv;o8bREgLYI7G7>d&pC0l20CYHBs2>W+$A`QmDkB+_?X zpZl*kAWn7QV;6xPlLPx-yd`mk%+C>xclvl%;bF zw`Zj%o|U7Eui=u=BqB;`QKT-oB6`wv^=!t2-R3dk(n>#s5N*xdbH%7EAQ^_-Lt+;l zsj(Dp!9Uwu9b956Q52pI1qksoQ-rnpqVWouRQ@!2IM(L<`nBGKLXZiJ^pgYHHG zygmn%A5mibqOsE6+5m+X*f!ELt!_$P{1 zaaE;!1V$(lonoXTP-stMsQ&&l8TLVxl3+;ynkZk|Rq3%>y7K^r0tp$p2fyOUFL_AC zEjjJ(z#dk}ob?`BWar4IwZP)cX@5Y{`ldDSZ9)^|xiip^^Dota|QI{+M zmFEdQR`@2sHn~25ps|B&TZ!zY0k~Mdk64@-KAS*XH$J-jZ2S*?QbT)AoCCh3h(VDy zMTAVLm#e(7W@`NRqAWovA;r=B40M6lh-Ng56QJxf{O!R+Y{!?vXD5u-_SIs#$ zvmS0kuSMRLJLyKy%Fx@y5fcg6<*hyzG27rt!%?}@Qj-6E8aYED*|*cL&F4r!x)l?T z7VkqjIi&bNS!@a0V}$%~K?Z{uoz|L%2_$oO1I81VtSla$4kR2E9lVd21w~LG!vL`| zbZ0XiEFr#%!cuHjOjhF>2OQjevX7Dy028OWtHwVD2k^+`pH`pDL2zCeNSFdVmMMZA zFI+Ytu%kpvra=bwvJD#vTC@xrRa{!8{`C(EyIk0pCWmq)s@B>-W3ZS*@haYn!q7B; z2PU(IUtQ~QC#~5lYp2m+|7|-?>*xz7{Csq9^3ghYHR!WebPM~ESZp)^v~_&0QPV8| z_hv$)BZ$>vEI-g#s(&qaj0Uc5YtLJ7vVFh{xVRn~@V!poVNORBz=%1o#x=OIHtOyk z0^!2xxj}b@hXkQF@exDCRAe*1Jf&`(V;|@3J$FAR^mUg6t-;zsZ00;EhYJ zgVbT}yVlRF;pztxr+3>d?e$Ltch@4%>H_+K%s206*yzCn0YghcP8^EE)ywae3}PJ- zSgR$U{tE+l(fM&ZT&|3iK-1`zS4w@)SzF`t$r#@&%2{{k>6@};^YJ_qhkb&f)hT|m zF`wfT`E2wiagXlAClX@gv|WEb`W72yklUNBky2n3|JG~*d%VXZ2n5+K?y-lekBlZ7ESwu-W5tZD$PblehSN zPiZ=#K;T|l9RrAPVutdwg-<{k0ez(skU#j9yTqUcDJvK~z;yq(u@A0cbMY~B0WJq#F9ZLd28LeRnSI(4`)6-ku?C-_H&x60MY&!}= zYLe`66nf)f#xk<9`_5-eJ}%Gp5TYigg^di6-d5(^+0Z`58Wj>GNDWLEYsU34mfg^t zHEX#?x49F^Gg5KSr|XiPEWss1IB|DatVfI8ZK#gh@SDnu zPJ~_ud2GCgry(?()7&K|@kc6$vymJk1iZ$GV=c>h5TA+j!G~zE*@8ApuKl%u8ZWI^ zKovV>XrjFexpaX4nRzjptbF|`<>%e|voKO7)nLMiIw>6woz>`FbGm%Wv9jukPWM`t zfqVf20&3=`)gRUO(kK9606b;urv`;fLa{cct!e`GHmglzmbfCep9#VPInAv4BxDcB zsmVFJ@62O!@3`R`fOu_?@%u7^%QXLu`HE_KK%g1##v{6NOrtjZ!)i(iOFp6%&6LM& zTRcDp_X)Ea!x6W5j^>&A>nD&izwq1H)jxJ?fx0W}_k;TEeYBu3GnOM6S+R8J_|HW~ zh>T%M&dlJGS9D+-D03j(-|9UTrE#E>kcFO)IbR18u6wtVmPqmkdF3UTGSZXXKTOZx zx{8hm$5^58{XU`m!6k4Iwv4tMW5|g}n~&C{(yo?D z@C!D7K*qh|gx8vaLeuW?ld$A!@kSssmVbVr)FaoMW}*(yEfI)-TCY`j&%?m@?wJ)M zh7SR@$z62ejLq=^WdBX$(@Eh{{X5E+%C7WuV&ur&%1O@?U$PYZg$v(rckKSx5MF9C zIvol${`vQK#S{MCzwYSs6(e>`8Ssz3_uqq1j(VZK?TMHFzU}#EeDw&Bez);?fPGiC zAq)Z1;xtiD0meqr51I{H1$uZ)5jWFgJ(r4!(UsLFf>q&vx8luYhB;h~DaSnI?wCq3 zF!ofMrcQF|^q3+8U4m|+zZEf6@)<{84$$Xpc%oTyyz3Px@Q>PTzQ7aBL;`TuhFEe2 z20S5|vooWF#2exbdeM$ntUY91j_>-Oh$%51`Tr>36Pc)b&ul0)NvZ8Hv29izQ3EO+ zc>i{ek3lFmrusxK1i21^pHpy?MDJw3<|a4%T28H}H^>38N%?vp?WyZhWy6r#t6N6_ zR#$)5euCa9?ocbyV&sv$l+&lI#0}}0_V5yL>*~N@VRBMs-(Do^aDb1lKvj~#&9Ye( z$RDuhr223Z7HR^AHxxbEd;t@6qZ)Te7p^tDRCBaCV8_u@Q5Xi< z^78oXWV-!u3P=f7=gXuZ!E@gE^&h@U(igSx9KZ|G;ggv>w(*H0Vo9q3+u4$U=uFF% z3IT;T!KWMFzh{X91mMWpu}0o!QKnBf%YI?iZ{5qe7wEpk1zXOI>f(-v2ca*NWyi{= zhcj{U%aj!2I<4+J-(O*uMit>7Dq@!}oQr1@A~)%Zv$Gea1cFIf;ix}i;G83S1s)=5 zN_WZ+V&#G{(Uf7}08(U*xDopHW?3edbS7j0|M}~V@DbZHVX|E9aanyzc+|Yue&$3t zMBhgJ!<&Ia&L{YC+_R`AKbTilQx&F(Ln(TL=8+xMhs>~cxNDkEt)0IThz;-5S(F-X zO4g)_GIvq)cvbHN@cAAp_!@%_QP2|R2;{etU1%PK<_=@mJ4ZCL454OM{oEE4${M$RdVm!WNhSA@I4L}=ML@v2 zt@(`oqcNME?bDo}C5_T)quHDrpLnDwqF5g3MUodalaZ)~>n~<#>Gaf5IGB(_MUcI& z>SLOYUJ%XlZv*uFtEs&bzZ(BB&HY_%b~E_*2l$o}PJ13>6H?2eUGr+Fv6zaBG7Yasani;n7G?}@WRpdQg6R8cfK z?=GPAkg!N<;bt*)XN~^`I3qa1Cjt*^ALO8Cgb_F0pCc|61OC=s(A<~PPafHE%5lsu zP_+9cqJdz{Fvq%EGG@67RK<`Y?4)hcIia*k_O?6nSxvbX4nF<^i18Rj8;owczw_3V zPsF+$MVT8|^(BxF_RQh`K zc@7|iby1wu15f$ry+_6|h(4){nqzA()LRLO3wSIQx!NS-_c;URm;b!FwZx^FMgLn<7=DbkRKahy5# z$_l~X_@(ys@MmYuR7aWPo`?-~QYIk{}gC^o0BpEJOE?M(FD>!>r=>bQLaR5Yx)5`YYI}d-< ztkQ3&(-uLrh&*6>-vWlo44=)Eq;JbgG0z}3H)R|EN#0ipBY1!hPQTdRi;Sp% zr=5V?8`gbaQuO$>0VMAxcP%52T|k%u!iE);67xp!3`)=t4zjDKGtMw1VWX2ZZ47zt zL{D?LJu?~aChLU=uUUMhE@eqzVk7AvoZotDXtMQa0TM!%i8ZFkFBb|Kl)g%Kvp#-%#;!ZMKVr2!=7IzIQZY~w%7Mt{x{cb@yib)R=5Yf$X z1nA;Q1ffwH8M>mDQ;42LFH$>7%(eivM<%1zU&|=zjI5&7_JZZ{(1*6=rSCIjVKBc& zQ`m(x5cQ~CU4RI8Fa;&JRG;-e>Ylq5Yv+soZ%wS@azM04}wG zgM_b^6HMZ5@%b_fRrEHUA~m|sUTH4cOcvS||I2KoX7Zwhxo6bG4M{wmsQbPkboMTb z@bDlod59-;TLU!p!)t9nqJQJ@$F@*@GMe6?A++Y*uiAbKxD*hl0zs$PeLRi~8sRA$ zEzO%VtXGky)Q4{z#>wW{^o)uNbdPpkoW(Wg&=HXc0xCjci7mKj%c2m^aDC=dkYKj{1jR2!~4SFj;Ke0ob};Hv-Z9?DQ^ zsE8cy7_v@)$;BBzRSih?d&uVMY?hPnC7#ntbR-88A|j}?<-q%;@LJ8t)0aILw~UwP z=gsEUaGN#q?CF2?i~bf8z5o6s_7VL3_w@hoU{g;^sri@1vfikWHYJlH!w>&({rmFw zFJ1v-gGU$!efRO-Rzlt7wf{@SHIhQXWgZv?m>*P#VV5+fo}T7luDkodj39!ij9l0$BzeSIHTbXFUDjx(4^)SvF+p>rUc65Zf%K2wUmm||83 zUxpu1e$I>0(VoJr)4ba%7Xw?llPeRN1`I{_4r1u?cW||Y?)!7wNh5ZgO<(-BZayd7 zEpS0r3qbtRJm4WbfA1d?Hk_+u!+K=!UUO-EXI$M-^Ra0J$GYW%{_#`sG2eE}- ztD|t5a{)6m9a7rLxXigbwS+hifqcG2`Hu#S@`)nGtYPZ;4f)IW*nTEu^-6O=nYoJ?rH z&37}%@V30`w-upEdWZ81S>ww;$G_-TM@3)b?(>+rCfD!KHwAIuhw4fl9z73o*7A{& zrW@`s#}4bk5(9mZ@!ZRBFE>&v0CI^VB3}D3^O;+{l0*UZ?0H;ldRCU3Wh$aMp(tq5 zir8u{Er!z^dFia?JW4A$0NABa%z^Gbr4mIlr_j6q`}>FZWGnYe$LC?IUFKq}Aqx{@ z|1g__1rD`<-8v$8x0|gknfM>6{zXwQoExZw^`F19|DOK4yC1NZclUVwM$L2Gh|E{vVpFvX z^WanAvj^vS-u6h1Irfh#LQ29|FcJ1iy4qa_VGg6m6;z;+IOvG=!wNn!NCYR{1cN(i zwhQT;#U5bg?ofdX2FCd}^7B)zQKhw=C&cQYvCyiKh>?XS+*2Ly4}HT_NG4d5iqQp1 zUuvk|sC56NqF{qZOpw2>`kg1D!zx&@&Ya_&(ekrb&}Q7&c#F6lq%r;A3_@2hF>q2~ z!5)NR=A;EJ{#1S(nqoTZ9QCj&hvjK&7;{CnDL8Fmy#@2mK)TFnE{t|dQJSG?L;M3G z*+BvuPF|?TSZcjOn9+4B3M`LV5=)MC>Y;A^gMQ@cdGsGonEL0cEl2J_oKCWKfqoiA zng!@&y*|X(QyA!O1$ISBClz+?coWhno`03}G3o`_9e(?1eQ{pi?zQ5G!Aj#pn=WF?HD* zX%T5xmtkPbHF)V{<4-c(lV+OV9;-VRPJ(Dau1?jHZiaj@vH?s?M@W}(hSsp`Vq!Z? zb4{MR3#(lOi2_ z^`kvuc#kl4!6Q?y6>sVKN(5FfxV)N%)Lpz(Zhq8kNNFvy{5HS+efI>NtB}u`hnHMt z=_kV4Z=;MhjjZeOO}A?q@@4-D`V~b#;Zud-IJb=aVLTU32@TY9soLIN{#2dA)03ee zLd*fjr#JJkvyDRH|oNhNJN5zpH*pU1T!AMjO2ouT!yZqkl9QyH~rf zZGaRQ@W=5!9A;Lo9F%nZHOWM$m`j1u*BG$gX77Kevg(Up5?tADI}WYzv%&zWtn_>O z#g*0|L^p*=%DN{q4DCiaR%*(#hLHulidWR=DZ>C@>b2?zPkg|@H0fGWu5etX>Yt;t z-I160h^D>{W$5*%<1XasuyOqGuTz`8Ph#NdlK%oq!=bCcPff%9dIbMDPX0T~PL%Au z!BcDI0m_#%@Xr^Yk7EPKHh*ng=UqwaqtlxnP8VMG-3&`wea+|zmHUPN<9^#)onKJ? zb?unl&X#e&z^f!W%HdI%LHU}z;mH?(x+;h01-xw@>$FoQeJtzZy~MI}2?MgzVL9G> zoAG;*2Mlb-^dItYAgBa{s5RiR>4n<-DeAvFg++2SfPC+Cis%6H8)-BiIebEQ7#tdo zCP8Cw`fxTQk2*dd@a3DF#WWzHuW)4S577(xqDyK5eJkRL?yHO6U4FOHwm zEgBq3Izy2vX(G9PmI9(SMqZ2Qg5N@!S1kxdu624)5l%Smg9p8Vh2Fm{tFM)Er~>s7 z3O~<5gZ43J_xT`{YSloJ`7pB`Yl4u;y5cW)j(3docRxMDIM?t942s0F*9XM2lS?|! z7<6|FN6yc`o31Hl&n1I1xj%!^P#bTkDEU{~4^)_i9^57f%D00~K6CMOcJMgNgsyv`QDn}W-v$tHB)+mjpl_|SfqekMuk@cDO zuKjWXeIQ{vPN01VdZNwqdRlTAY$Qd?e~u!qN@rXT+qXvkW^I0yJZE|?V2p6JfPA96 z9FXy0E4pGM*X4xnXT=vzyso6kZC6v-<*{%o$GUjY5Js7KF&gP&>)y2s_=S0>*Xkio zQ9Y$4e;4$?>g!j87j_N%CoLRb4MMy3UWVwW0zBV-6<( z+;=u6nD}Jjes)ONnZrKaN8xr~8SFVDZKg8VK(TGcYIV2Wzx}0fq`z}TYNYpB%Q$qc z!JZYV0*TlO6sOQv*5#H9vmkC^O%(@W?=zRn17*Zle#gA~hI{w?biH%lH%VpUhAscz z`h}zIe~$0nPYJ?ZUwOU|_VQBOMr*l^C;Te;@%i*chh*CGg`lj~yYfTcL^Fjh$OCu!NeyfMfC1yPax<#%n-7q~6;#D?YY^!4x4b!eTo zMGQq4SHt_WpVea(M)~cJKY#60+lJ>5wkK}&FPQEcG+QNCm>(XM^FhtxT^+_A{_WCr zW>TdD1pj_-2pVIs8>`7`&e$J-1{VYn)RDq86Sqgx_)_oP9wJOsuJC}akkC+@X1uiG zZrEiNueZqjn&$M+u+-zqpUA!laS=ZzMupecjwW)CMupyl2V_xfQmLMXPRkqe&1^?90z*2AR@!+bQ4if1|7}eoqn}2ktG2}frPKKfG7iQ=;(VfLgKAzq4@v%C& z14_!YcLA?op%pc}bxmkg-Ol`q(MXQrOj%=96rWj$t(&^24!HC{`PQQQHbjcH5U@Ug z4GCuGvSTSR=TaIs1+xMqtL}S(1e6HK2H#Fw@!iQ(S_a_qkYU0C7bn9y+6cKXjn>?9 zf}ovi+rn&oa1Ef1ej>#C&P`V&X|9uasHo=L8R!G*Cai$?tAC1#EQaaS5fhv4;OE0Qb!)DWDVJ}t1oWgdcstveCHQ8Tq~U-S9%XS%QT zv`2OyO4*U=Ca-_Zk=v{K;}gfF$gH~s)Z4O7EeoGKFZse+(L^vYFb}@Z54bT}4RC!% zr)IgP^_|56>wbj|XCzX06Lw=rulPnNnr07kf!FHaI|z6Z{uS{ipz^}4_GQ!7O~8wR zOpf-ijhcC09-X_WV1C1J({GF`BOHGRDIaH7L`((llY1o|$+YQ>)K$`-1nUsFO|m!g0?+3%eP-p`X0rY z!B8VaV*VD}@wK;~djq~wci^^|$z=?iWv8vJnDPiY|8;t&?`m@GwCm4pqhsI2Y4FCc z$!AI;m4jigN$}rskHL)1Y_U_7BB+4+b%=Y$(SsYR3}f;U6k@n@`)97AifDr}Zm{y` zxBnK*pYB{Yg@CS)L~rxR=s<&?_&4UZYBYR!X13;Zo1oAq0V@}&6hd0Jl9!x-Xi4dE za5dCRpy<&B_sas#Xck8LKT7`fapUI&&bQ?qRI8U#xvV z797-KYia}rCmNsF8W9HPi4prGh*502l~9cvjM4DO!(-0fA3g7!hd9@gePpsVS|_|0Uof`HGZ$Tyh`t->bENyHdRom^u%V z;^Gw%vH+`k5JvW&9(Z+b}s*uy>*FZ>Z z;6Tsb&4luHTi9h_3v{ZA7eoeAJ_A!HX>VE6^V`}mD+f9OXx4^YjdT1s)g#&iHTs9L=3p_0#%Dl4?vTIuSy6Nkm z>mYpBJUvQM@!_W8?#s2mkMln+wRJnl9NV7IYG6L6yar2zk5iRX5onbLODpIV5D}wy z?i75!&odqitdlV;a06C4&*9ij*ubeel7igOKqU5^>7zafRD;D&c*K zG0nkJ0tH5jqBVTWoQXtU=WZ^RrjGA(20&CLAhxqKe{1RBCbzVQS(0EoMQhQGf?5cAMcTRUG=9K;^qQ#-JIT}#d>p}jPa z!6(w843tfr6tgXl+B25X@?=Vd+{p1?)H3HJB~UUdmxW+Q0hys`E=pF~KJWzf30P)` zrYOm9#}Ht2KL%6OK?AW^soeB^er)%ex=q}!J!Dr62uMv1p4J`aBe63!PbkuR~ zW7|E7=W5v^&TqpjOvR(on0gPRx8^ERd{XR=?^kfR3smxB&snVh3Ge3+OpJZ+m`aHq-CYD zC3IwyE%pNNj1h|)50JEjL?Lp^6xtlhabD`=zfz0aRUk>?-likEjn$}162eGUYxq9az-_|HbW)WJ!dEU0k zsKA1?ZY1V5-~;yN8jPx(v*%MBf%*}z41In$C?QhZz1~km}7K5 zS;H1z1k4pvA%B6w1(2gFe4;#EQ^9o^dRyhVLZB^_`?u}F=?ZO7?F!wPR+EL zJr)qAJ(7X$%R6mM9?Y6nVR#8jml1i3We1<$`jvis*#P z8ARDcy)CWty>m@SWTp4JB%wxgFEQD{Y4tr(SOTu@IBNajV^5*Kr?+dy&`q+E$#Lg?KFf zRh==S@9Ur7`D6LyJDWV=w{PyLym9glZty?)I2`nyHTY@J&)~7H2?F+ec{WCtV=1(F z!CBVH1j{uoKL>3=&=Um}jA;PRbA8Ce($cZ(_`)C0Yt|XkX~|CkIN21A9@x7;uOlU2 zV1z#Wq}W*XL??41H*SgcJ24Z{3$t=b-Ts*z4FQsf<^vR?9YN8~>nt8He{OL;1w4L+ zTk4~|8<`i1M@Lp6EzU;S@NNe=+R#rUz?$EOoV6B57V4xGWdwZRxN0q8LP8_N`OF-K zNjtf#vx6=&6(f`h(f)Xthtr>HOHFe>Fd!)0}t@6R5|$MnnYRg8k0NVS|^*) zrXRm$9`T{ZN$9|7K{=9gwB+T^pscyfV(p^YOtZX`;fc4~{ik+{jeCTh!tH{1@A}Mj{d(O#w3uNl7zBIWMjr7&*Wwf*_@=$EjH_3u@cD1eD0?C@e>9aHuuE(ZVPhhQ51GHFX z+q&YHqigVn8*Xs_^1VqP?^Gg&kYqWcQrIc(c?0A~g<;I%q0w^zUnB_(O)05Qx12oc z>FPtv@18w-Y+AodS96JID$ow(%Svfo=ECOJB1!~+Q?dtRFfrh#Ay^l3yOfDWY0D7= z<8ES`VSo{U77r@3WMT6{Znv-%05H8xh=g4FL#AQKgdVxpr!j0D8fG=|04R7h6aaoj z1110{h@LM~*ihkDOtWNh(l>=i$~358rd>N5Vlzn@=KFD1uQQv6vSE}G+PB+V!#!F zhHH5dSaB*Igo3x?1cYo;Vxtj~ObJ}DC5)XAKd^>hNAB(FG8*QFa(oVNRx1Lfuk3&HqaQu-#1oG^@`!ti zS77_f8;7@Gm$QN|-hWT?MP>neHWgTPS*;wpW3I=1?AS5?65+M4eeLs~|NPgy<~1Mr z$VdF1VLfnq-vYZpd^Yvs7r*$0FMOd-qM4{O4{8Z+zn$edGMnm%da; zF3CUs@sAr@ozCp4_uq5;8|8iHy!tDzzUQCs`S?G6yjS2YU)?fJq>}~LvNJ(aPAVsf z=G3BbGH4wX1ZRa41GvLvo}5ldf^(pw#;K)|JNh7-OXELIdDHE;wd!SWz z(OMC-WEIvU7pfbX&nxr?4jk};?B1jiJn*=AQSP6=pB087D^Ag>vye0!fL|IJ@hIOB z6=fJpCgz?N2yP-^lqxThqJmW0s$@zEdiQQ0@>do$r>QtdlupICrUw%bHqY3?){6uf zAYYjAi>KvKD~}uuHRLdml!jB)=6^^CiCjFUT4(?bi6IPq0qZTgPYl#kFAT62NOo$w z>WX&GctQ}QSyimB&#j75Ewv9jEZbCm?Z;fru1lO zFxV0_c*>eg;0QljGIN{&dX25ho3al(g^)|60HV#DYviW7zW5@m9&>Wr(n=Xx0-Fb+ z3)2qQETYx1u~pKOp=*H#jNH(2GqKYsRo<3p&r3?onn*TiU=q}aflnhZ9)+}ltxVzd zs=+F-l-t9U6+}Fyh70aAQ}kVxhIkZ*5|S)s7rUz3it)fmGefYhP_bDKwQV)&ftg35 zXk1VR!{6E|wPVDalwQ%82&08iK!*}?hO7vgb74r9T^ehusgk_pOW)F$3ov)~yrD)G zA(#L>V;hQ)IoHg&#%V|v06cSjg!Cm#Xy-`KR<}QUi$S6ZSP#iiFmX}>8?psP%deQj zP;w!6`g~yk#w3xsLI_`k1aXR|?7-9?l~Rx~>ji^t3>g~Y!7Q(mCDXvP z(_}$b4UNFWPAd^pTFk(d)*XgZuCY~HI~gZ)J#$JXQ)zZ?Er!`+NF+nAMA=w6T!eBrv_x7+9x+N*TAB?^H z(Xw6mheIcJ5FkVbQL zcNXb8C0zK91yfE88V3l0M(;GBcYrua2$W8q9s)aEO&MnEWaEX2C!CvazIoTKU0#I6 zK*QV((Mi}V6^#b${Lz~g1EDY+;9}D|44E(#l_pK67A1FNiGS^4ka!1cZBk=29W{OoB0e9GP%8MyO=D?0<=f5vgd=BFT zhDYeBtYA2DF+ zfmWQ9hGeTYmwfs>L?c@l&G)UCeMZWKw_rbj^a91Hp(zVWE>uIZfGIV(AmKt&e|tch zHXDIQ`HEA(iYAx}1u1^TS08oguGih!T9_i&%K{98_)A%`nl$zFl)ShTDFrGnaH<|z zR08(Fixl{6p}R$zMaTpLSt9^wJmSPpi5U!!;K?*qzF-VxMIqj@?L^-C8o!CVT*xY4_{yw$kKSK zaZMGN2x0UEi4$R*s8qwY5d%U~V1|$?L*S8Z>lMF85q_JcF`KRUtE#7KhH^3Fg{(Iu zaA8>`%Mb}=0u2n;645YdoaPsgjR7E9+a3c$`Pz`aMwG9G!_(%mB{)JpY9&EaT+l;` zR+=KgK+w07)7Zn_e7&7n8kd8QKy7szj%+HYna>vND_5@8M{~p6dP$+>t7!TSnjpmk zP#Fygc9A{cCDht&V4I0j@Yu;Le&s@fK@Ba3-mHCCrd3-FVIWl%KurW}sxaWS>VuG% zXobW?w5=U5L$Zb>Te4FNKd_cNVTecLE=S@Ku#gyv1OTlC;)n@zPOUXCjh>7jxhYEt zBSNnmV9=V9h@NapkJAu|Fp$Imk4Ljt zi;YvWFoH2F>&){a7h6ST%z^<|0UOm+7aC=I6`-hq#U^pRs3I2$TdtKcWLYB#&sG4a zgze}Sa`vUO73n4BDC=^(`#f^)hakaHJA%V!0Zsa&yF; zI2qE<9RCi?FRNBZQ~;V#_0l1jqUW8Vbr%VKY#2gH2SxxiW@Qav$cl+vyb?M$((uTg zBg+&3FlIvxvJfGU%<*6oo5mMSAsNy$)N5|>u3T{{nwz-ei#r-#tfK}g$eCvP7g9{* zE*>wxZbp7M-cE<(|&ZRvIFVew<8G!&aPy7bcNPXmpnfM@rdzpz?VU{QgSE8v0} z7uO`r-~V3xm5cZP%l_N$yRGkkH-B}rOMAWMd~i`avO2FEhOT`Ff^$so5CCwo!#EjC zb?7+(90*P!v;;?@YafH>zzDqrc@#8+>`4ZaEkZ-GlggAc%F#Li%$1D;} zn%%az;~g7KCv7}1^ptw$ywJO$=yAeRl9^=d7&jEKx~bBhJ$pX)xz7oVcPB6tC%ikj zYIu70j149pv}Td8^=YSGc3iXaL9Sod`!K-^l$wjgtVYmyhe2ByOt@B0oP@%oG~`Ga z7&NbAZozs12*dr$Q@y|Y>W1ZA+kMlQl|I2RtF_!<-s$e1|Ff`tw(MaERZn#8Xx5qw ztHXG+nG)+tAI_NZDae~&hdKdvmn=ns9eJSU8toPwU>lO5G($>L?pnp9Bq#_$zGMYA#L0vlfL@U)trU%h zM*YHETX-mIxMbF*z}eG4rr>pnY~))$y8 z7yz;gV`GSr5)Uv=8Zconp|m}KQBlGZkb}_|vm9x(s9et2G_)=sp)$dv0cc3ts9dlr zBzj1WFsD}*8ne9Ud7;-}1g0#Jt0zYlvw&s6V}5f-FIv7NPDUjFJT%-pD;gepc!t=J zQxYf@K~kCkv>XXrf|Pnqj$9bxA^Y%+fFDUgn!;0>Y|FjWA~8kaj?%|yjtln!ryN>g z;N%5Ec^LvDuX=_8E`9FGqGu0QN-7wJlGU4)1uvN0+1K zEcEQ>vCy-h^V}KYFmZH1a^W0vk~n0TcSafF*G!3o7cl^I02YIj3V?~j3QVIhgzrR( zkS~HW5Cd96A#n;Oaxx8k%#J|}B4>h@iKCm+*##hGU{1|yG)^}8lDkvW6by`D;IT2s zV~X5Or?BZA%L4NR&b$L(L7cAcciuEbiv-|1-}#P{Q-b2e>9w(HGjZhBix5(wcoCJG zh+B!TlKqRkmBo}Y?}AYQjzrF*9IKc+V+&e|B#R0R*yFl2)w>G|&pR)Ey|-Xq^tax6 ztJ|4pe!tGu+)1sqZ@#?Nd1VuidxzHqcReJ%XCb!-H0f}`sT9b1N?tVY%fgTXy>f|A z?MPr!=8bL!MQ+QQX0YxK=fnVEIm1s2ll;W|1DsQOK zqh(l+r>#PRIa|H8(}1N}Jvm}RLr=-dLezK>tz^YdBN$au-t*2o&$Gd3-ku;81PLSo zp~hBYC{ufkBZ8QPR6KmyWA&yWS&3XEFx(L+agtFHs*lQJpox=`Yt69i@Gxm<$jY8; zMbi}A>TnH=gdrtDTTUe*yGEF^HPpkHg0bff8S1Sy5>5-C;*(XQ<3%atJNumYWr~M} zz)G(PMtImXa=~!Q3b|pCo5Db*lo~KuNOQ#jdAZQ4ywo;mLN%+04>s0Iz#AJXow7(xUJ?hc zZmnSE@>O=^ie{E0ZQtqou)rQ=)$gSW#CSuy8}kfEV1p^sb)VJHdw zx`+^B69z8?hQQ(hpo~y&R^p~8bJ0dZg@m$9Eu2|+3;^vVtDKx3*esa|FYw5PAz%AY z0Fo6dj0nL@X_NvmudXd$HUPzi`wesSKo_E1u!(dA@BvA6=^$oz3Fo4yKteMp~ z(gcQ3Bzf1MpHYcTR4uM40cfQ|X_h%!J#$gv!O0y4Ffk|&K}|%0 z5KJk+uwkIr%aVO$F>jc$}2niJULZ6wb0U1mH^y zG`uqh?z9X zHCFS|O>4)HrpN&ZD(p7xaP#qC0Z3W#O#vu1FPU(mIBxfD^zPAQO>Dp&$ihx`4q#Jc z%#KGXNXJgrD4l^$LeCF3-E`9}x7^}$avvMY)GS}tS{9Ph_!W#^{HFAB5t1wfQ;_6l z0W7+LFz+(QpeB$KS0c7%v1x`CupBD|Jpruc!;e{x1R0537Q(Z03yXVAcDtzyI8Cp8Muk|E|A% z*SG#{qwfe@@-FHwZHItMUO%pJhYW!8!68G?oONU;4B5fu9B`021~pSo34-TC??Ju% z!azDqcmW_gU^R{)og@Ua&LslB1e}_)3#=hSG3X(gIC%gF-A`j^mKTl2EMI!ZreS_z zxS%26cS6d=(8*~C3@J5EHA0P2juJ5pBN&+$Ob4%Ct+46Ya#xk4pq?~LxWEA5xTZl% zNpQjcYgTqJO!UHQq1hTrO{nB@p&?iER;Q~NhHJBI@yjA}ySIFKL8<#=bY(V zj;VPB^3{o}!^W`OI4i7rib}t6YqN!6NGP3zQ`!RXQuQjSB2-mWw>rG*k!PE% zbYPKV_L_!}h6_j-R2Vc?rrM(Pyo->Ao|i6}-W-{mr3b)6E-zM;8g~dq%TO5wuP=Cd z=2B)z2!oa*vP78Y%kLp6bA%Zcce!BL>M%hFCU?!ns1anrsS=^WK&UKv=b9l$1cYP) za(j%In#xnQE;OaX1XVH@HQw36UE00ZDom2h%V5elQNO9|rxMt3x4tS1xK zG5~xYhYR%~YlDZcLM3KkcekRUBF46qpZaxSqFwrGXd6sH7W zIZhRse>iP9#LUVta)P0lk@t+Gwr=Gg`p}1*cs?HVOyar16bwg(9tkuDsau}+N{=pl z@!l3{=@o=)!Hg`J^Cjk1nfFrWSB{ho^{80=Cwuq*t5;R!ar}X3tAj+z7#t#CY|{cm z2Lm%g7)xm@Tu2}=W@ZwNRNKkiRs$912Q$fxnUs>~50lJqCKG>{U*~_|%WY{RmQ=oo zF>3f{=5@}yci&5uE6f#0%Clp(>#V)jXMNV%`|N$r^E|iEFjgXKfQBzLqmnXY;mJk5 z-6_%s2ufUyjb>E2Y&&Sjt+{IrGd8W~&!6|>XJ7t4|NQelN!Yn_=e*@losSEAk+J;# z_xD~|mWpKs{$v%n?EQE5?%hB6pP%@bukQZOyZtACfAHTwaL;yAzf;rZNcefpbi=DytVmBb$oNXWkqik}qv$X;8b;RiHV0H|8mkBmNn*%dmwv+^c>`QGs zV%bdEb2xSifD(cYK~UR{22jJ94Jh2~Z&}i_*TctVIw;|Q6+$eNsFLzhlQP9$US#>onxH;Xrc^P7CD$vdBCCKJ zs#tobKQzzGyy&Z#Q7*yiIcn?yVkiUKKj5%H5d~V4J9tnaKHz$xG3pm6k+x*5h$oj zF0wFM%6!$tC_u3Eh@oLgH0eIV5)n8{jTf8vQxZH{5X2RQuX*v}sbYqNb_tolD@SFo zwpEWMgftmsjOXkzb>^|jf@#vx0Gk=kF2xNEbGfsZlwRw0V_#)56Hy|D#Dz~uW}|_E zsUVuXkcVk@tWW)^Q>QFl_q(2~I391@7Y{t}fIDL2Tl?!4i+|quZ_iCK&0?`{-##zP zrg+S_87bBu?a{~vD}qbR3F`1ieKU|+txVNTrgEp$gLP>^LME%f2_+b^U?@#Nw~x47 z)Y)_x1+I*GO7<)b34s^{2JxgJRB*le*H?370>QzO$QTF8=-KfM0XI`L&A#dtj*@}s zG+bg9%GP>E)%-&{NWYiU2`qJ*Chv^-5usl088aMRw3MP*^czpfcR6yk%xcbV_If zp@$E%ntXfyrxeIU!#AXtAZ6~5$=pE+ot~Le$EU2N!=64gL0wu=9LX$Q8iLlwj#7J( z?80Zm*ajjB^0HtLwPHej0+UZBuc76N+k89;_ZL*~wai$-?8 zU~4wVbW{Os*~?cG+JWVHTCg3SqjhT%2*5@c9OD^M52*xgfvz(KdewtVjRG1!A{856yShEt0 za`D>x=9_PN3-%e8r=V%CUvD;ij{Xp4T`~Q?$MrwiqyG|US%Hsy1%Chi*G>1Hn)}-O zX;0eS*LoYyxY_M3HUwtf`-W^>wlW$|hU89CK@Hig3_+mp_0W;$RmeM$=f>WM*?Sd& z#>IAI+W}=avmI&nRU4Nf1T+S4^c@+VAq9nR$g_Gh7#JnnPC-Q@wgBNXmIZDS(IAA( z5>)#hRyeBzsDUFc+&ip~fBhU9g12Cp-ha)$Ltgb@ zyJNBV{-&4TQ?pF7W1*fV*A%z0KxD$*E&upH!q&*OplvbY}7#@5oO_$5Dobf+_utTU*dc@j!EaJ84`jGy`Bv+1P!K3 zfyfePP%aiZ!Mq4Z$pDSnV*(i~hn{<^$R;rw6_%_N$_R&V;6nFduOWKH;SNwGc^TE@ z#hxB`j+D^!%-~4Mox&ctp5-&oJY#Y_nXuZMSk+wMPzowEh83CMvV0-1j~J@q@S;>n z8h0fG2Eui!LIZBp?9dn*fp}?VlMR8RtlxO!jkUEkJE5nw=@oZw{t!kT)aRDv@1H;N z?`X>cynhwg{`;@pz;0tBa}P8HL@Y;fKppB z1U2!ngip-nSh5oLYR}lY*6HJ$M=zn?!u(aE?|J>3SKfc`zyE$u`#0QhgALyAe6GFr zTCxXw|D1(4rh^9$KJv&TUV(kO-dnH-ev|G{@E+|aqnhZ7Iclp`nBbtKR*{2MQ15-- zh?Q57Wq~c)=qUm-Wsx;O1(ZUj3aHf5)D(fnVMOB)?1_lRkg9SaD23j^N6?H`A5+7| zqo5E%8xozFl8Ok8nIRw|YMJHBUNa;$byiQW|KIx7x8$y#78|N8GlQndT^5G)a+IB; z-85zDpBal0r9!^{u zYJHjum(5Z9F)suh_EtVk(HTUBfgycE^l$&j;v>37RbCHXmU|NdV;LYg(65n zZ)N`Y$J2lJr)lyDkH7Z1^u*);{(Al8_vyvrtBb|=)-V5N;R|B_)mpc6^A5k2Zz7P< zZ{5_E!RQI9gkhR3e4G8!RD`ltJ?`RiZ#wWX3NTF7;K-PzA{2`Od$iToys)HaBRati z!a%Qph9Hm=l&;BT$;PaKWuP&R8v}x6W3r42B!or}$6}+28w4E8i*-m-f-V`GaUe2+ zz{bQesJRr5uOS*eOSE~BtcJMPsbF%$=ax5`@Dt z8%nYkB_Qfkc4Xj+gCsLv^fbA+Bw&RGOq0b7b33h|^pu9I8E-E7a<@3K6;5=clq}5= zWS0?>luHKiBg4LM1Vfgw^3sT?N)X8SWVjFzV?$_}u|Z5wmpwH(@6Mh*Ytr2megfx#+;`ue zep^(__uu#L-Diostibl)e{BW!6MKj|+Rk9BacSq#$Zmgoi{{3+tI#lG;0rrn75S3L z_kA9oIocu!M)kHkHZ}_2dK;!~Q}foGdwZ`(6g!FS1u~%x3Y4H^JrJX|CW2j2BMXEZ zO-C>&QEXg>G>$Za!jV)2ym`Ul6+J`rjBV6yZtZe7j2v0Ufk4Sc?qGSv3IhHfiGc`Y zRAWi6?}33AVh*MZ+FdItGuyAKvecZUjp`Y6@=6drG?+Q)?Wjh1IYDyqr5L5zaRxEd z^Chs63!WU~LqHzkXKl6%cH z*K9oPuS+|2?C@!)cVXWJ`*oS`f_;taMcDhVcR&peKnIpX!5UBs1ibJnm+Y#%nUyRJ z4$_fq?@-7iiMB;m@zvjKS_7r&am7ctKq`@`pUXKt8fl8-(nGZw@y`pB*;Dd$TryCi zYNa;?41_k?bf_URFnOsw97Aj?SyPrW{?-E~(iazJ z8eVV+lopaRU1bQkVIobjq}H0p2Lczh;;uN%aAS#8bIl&0h*gpclGrlVc)272|GswV{nxrxLo*0j zP|*c~OxU_H*0RK>=8|%2N2848rBD(y1ui8{7FvDG8W1arQo$)1V92o|bHP>t4VgYR zitIALD6wQi&jyZy(*#RnNED+4m8`tE);VW6oM1RAufFf+@h zNw01eFq{yu5>9Wq@*?n({2#!9rjR zR;|!5il?3>n+UMil$`-H#!d%blu}?uUrk(6@(pT=H{ZD~!8SYG@pR_`!5KXnp&=Gb zXd33SQw{FYAvYK1k&qsseGeuy8llY;dpi{E*) z33moA`HCw+g4LoIPBkWLeSH)Kil-dm#xDNV7st6*a0+__7FXATOz^ZA6bK= zw}-&wXq3IJLm*q3(CtF@978DCXOQV&rHOz*F=PNx4~j2YvjvemHwlGiFK7n!f+8kO zdI-GQ+(5;XuOW`Lioh37dZ((dEd5N>x3saGrVQ z8BYc3fWLRQ?|*;#XPot`tE)cD^zys1va)aAK3@y&*x~n`TQy&D`OeJ)l&g25-vD2r+S(SYnA#M*IzLo zK780e3wHYSY13hpUa6hhif^(gc|kB_wNM5ER;wCD#f>c&mpF8fU`wFng};=g!%}vw zqBIsBK}Ol|B1DzmrR)fpL&L$;c)#A zHaLsOT`U~fD~=tE(h!X%aq0J%ry8nl9<4*uYCZde$1Goe{q>jbibvO9c<-7OcdlPP zy1449t9%&ZlO=bY#1%o5N+FieTeK`kpFPgn7G4dpDHi5r)ljs_b8ZSEM}S=_b=7c* zq{P$fRmQSp9}c10M9m=>1?%&rCd;MhG+Y$WEoGb8VQqiIjW1X(O%qv3$&fV&DiaQ5Aeh)2ImS~K%(%2CAcl6eC2--6 zrv?+lDzB<`4|Nl+xb*BXM3{T|vM(KrhhXBSBWQ`fX0$J|2fQKQnn; zf8SmOmcYvjeB>(dCwc$1;n1_2amSn&9A5$Zg3m6* z-Y#Urv4MC6Pg$QEQHq8Gvz)DUBO zeAq;u0b}HCO7^QlFa}sP{-1#D)r|D9lc77UcnE?@$-eZ7g zV88hFFBdubJs3cfm&XZ~!l5AwG*H+&CX^9R2<^;hJDyxJFeDI72OK4hQPraah%+zB zy!0?JL70%90iG=NYRHCOi;Ve2iM@|3oFJOY_z=}ux73i7rq=9ZPUBATd4gA9?r3n7xK#v7DOgep zijoj|mBGYXm9HT(4%ix%ASDD!mO|5zp~;kBh>Nmd&fX<6IkMC&v(|o2^gHvRaSylZ;@J#gTFo6E+ip0!cKn7mVus_0zQ9~owPC6%W3 zPG0GSP*u59Mj(8POVF6fnt_znmc}TVAOu-o#Ppc3*N~xS*@UWX^;dB74v>u-S%aw?6j>x@rr`Kry9E)6EzkHY}?u!Kfm*Y+BQ_ z?Yrs3YO*Snda~pK1R92D%d4PS+K^RVJ?*_KD=W5NZ}iSSTdvy5D_<_kr9noLvW9?p zSBh4hh(ZWTuL-JWsU~_uD#;xPC`$3fMqFMHgm6h_P&k-PddIF&W`*F((I`sH$XqD3Rt`PcNyNUo z6#{1|kTYP6j0U7*i=atXIF0bZT&WKAH6IAPy<>#hC-*hIYa z(o2#xO=h-v@sFikIvwW!TfYB(zEYu*borT_stcz}*l%GzMVV)94dW@`mnZgg`GrJ#Zl$AGS5j(P*QC08m3xgNF08 zBhO#e>6wWO#9l2^PYA24t6uR`164!W3qfEe1R7w+iBMiF6Qt}Yk-KK!7FtmD3>*-Y z?csAam;NP2$wGtgMB~didwpgEL#XPz8aEO%+EXX48wRH+uiD zj|cll9(m-Rd+zbguUFd5d-%JNy%hLifR6>dBluTGd{pZp#Dj-3OLVJ+VA;sj!;&{{ z1~g5&)FdSlN1lR^6-w_wWMi^a#wfF%D^!CZO;6y@J@=fWN6{qS(?UNH2gQqv%CL8) z17uI1vOg=Qjyt6O*)u}Wg^@QK3;HBxN%GY zFKY>c#!Js#SrFi82m+195+E`NKqEk-5r|As9FELzFvJXPm(rA@=+Inh+!=&GD71(y zrAeR^5dq-H6WCC?)I-o~EFnXqFY&RGjT+M9&|+3kqk^&rE?MrTM&(&nVH3fuhAmjn z73MKZ^!T!r8ZTz-foq1ydJPkS51vaBL$ z!iT9cTQ`@*?bk0+(1S~(UWe9BT_iIs)}J_KHd0AlE|7A5Xn$P$SLCZbEGtO$ilp@9icnH6)j<=229D|>L)L(lrcq@?41!)M0zr?aOTJvf zuflpHD=hxZGzKtPDhnm@!m%+VG`23qm6}FxPmq^W!yageJ2HaWpMCVLFDXn04lf8o zR2-KD1z4JfC?(=jB^is(m{OWHPt8!2uo|@4G!ZRAzSgbKawoW972h%B@AUnHjd$L8 z=QqFkO()Um)2AIqP9ioef#}6jLmDN55Dl;hbYhwmB~l;C$Z$lag5%6lpTI^sd}T_u zW`Ls&*}_v*;n<6!2wV(}8HDLvc34;;6+~R4s>D*yD}1yyb;g008BwSvg*~dG6H3kO zqXD55Frn9gPg6TTFrXo#A!xE=?0#Vn1gui)1)Hj3)N5+zE2a9HY7=I&Ao z6Wjl4U6uqXZhGGPM*nHk3k8stkPGx@6fDtBkGNyt9X6UTnp3 zl#6gpabnn!wD zic8yqX6Lct*kK?z3c=dP;OpTKG`k`jdx&1+(hg?BVdhd?jxOoNVndG)4H*sFmsn&w zTiZJ?Bw^Y@xwF@k8+8b3czX4ShD3}4joBz5DE#37j6aPiHh-6pA+%AK3l}`0u~(epI;YrFaE|u#awJ1$ra2VYKvoA{ z6{M2_6njSuW6{MWXp9k-5$0%{K@S67g#9wpBfUojpOgFT?qiQVwz9I~r#m;^c;m-E z{_%O|esA4%*Ij32`pxIJzx{3Rw!TF05rl{i9fdLxW<(7&djHCn4-kxYR7nB!NM z?R0j$y7Xk_2(z?!xs;%+<*QW|y}V2rgJxfSltOKRWCmQdom_mCS0FM~#5fUQ!! zI*3R>M&fWVmlq|CB_!*D8l`txf<2jF;<6!B6-uws^P*R3;3Yz72twf)i^ZnZNU37t zGWMcDuPot+%ebO7cdb$!*h_(L_bgv7>`e!m7fXU%YBYw_Txf!_h$0pZG>y`bSRAt< zFyIKGWg`U4yddxuk-!TdStLiB3;{z!X3BJMcS!)KN|;+44Oxd~&8qfckuP@LCZGAt zXQn&k>c!&T#p2{*@x!_Q+e!1e&wbAKVkb|Ybi1{6sI3MQzUcZbnz^=@imp{Ojwo>q zVGCb2k*^f$MgT}pFr=x566urEtA{?KBedhprl}kJ!Hz(0KsM4%$g`5VHA%r6Yd{As`s>}+lM-Lg8^!7JBxs1cI_O&=U?pWkXv3ioYO`W-;Ea#D= zLf0<^=l3|yiiwCy?@ z#*|{wxT!@U!_gqfJ%;$;Y(kaAx2248mQIRywb+Dfs*+S9n$F?f+FZ6j?sFogqa@1@j?y3{=E zvDdtj)w~%w3+Qb`0no!3X^_ zR(tmB@ksAadf(f7@4B`3Uq76-Nc`likKFz6Opd5}@bGoBWj0OTPk$=9Pf-vsH5f_+ zXK5;(#}DMSroa$KwK6;EEPX?z%!S5@V^Mk0@PWUtvw>GM#RR2!gz)h!GqMs@XQRw0 z6;oN%ipJMiiVTyD(N+Z)fm|9w#t?x$wpNSjbE&~0(?|gy2J$K?N|$joIg-bXGgIWb=-#+X@X?sE_EF8v+QNMheIm zg_$8xE*T(3P+>e7!(@=LQK2zm;Ng%`6x`smgvmglz|jNC9T~=Y#5fu?L|>zHsdov` z3pIMp2n}$^O*CYBqvnnP6hZ60r7wtKQkqlvgqRQzE<|%GA`p5lfdS?m;Q#?!(cs{W zWKn4WPBNiI$37QW2bXne^MVN9s7)x@Y$rzfZ|JsXXz&U%$pF@@3) zKnZ^`-;qK^gP`Ds5a!alRc8VX%+?Hn8E|OTTut}_Y@H*_iy39e%osB$amyeAa?#9V zmK+fV!b~E~AY+#z!h`^pUeAm#nQxcqX+SjV!DwhkM+3zL8GSa2AXYr}k`+aBH_6(L z=Pq`scZyj#c0zjhtSFSCW5N+8a0HqHp@pEKubw!FrO$=HMrF#57eJO;JCC3$BYi!5 zmt5EYwElx)EIPf$0AQN{7Y2a~$E913nM%6Uvu7+FAEG|>)KdiM;0(l&TZS=wGUH@` z3@UgaqOf61AGm2^PorEOPS6X)s74QjppQ9YN$CMw~wWZ7P`_oOWEn!I18Bhp4ZFoFMs*VS6_YA3=-^VIFKE_X!sIg^P%8z{R4Y7SO!{F;EJ!n z_TPWqKhvR#DP7DvgftwwKqu@_M?W32gJ46>Ip?@)e)tM>xs?a3R8T}VVsgbM+b zGbq|l0Zlqylz^ZiVjFn;xx*LH_7w!CaU)WpSxQ*rMuEwG|)X5|NrS#gx%A zD_`k5`qh@DS~+*v8xln>-Zs_Y6*5JGfb zdN|NDRIyS|Sy;4K@f~Xh&k*7)yN*tJ2}TKm;-5Hi!f$9T0C%4SZ|Pbd>~loV%9K~@ zTrUtPlL((46d5cuv=Qba7w0cB zrOQU);7Nu|31LhPGH{eyQ#~ZDQU=^Haf3*QK6|to0CCBlO*twW8_0ZRVMs*AG%mH4 zcjGL6v zMeegB8{@ux`+U>nv!l;`_Oo7!S65dpNcWm`-agY-qgF6+)5u#llz3_H(*80uj%F4C zYt_Xj%4L+E89lj`BZN9bL(I&E zV1WVASaPh7hRb$?rqvL=#@O_A2a$bRVu%14H(r?uq470prQtx31*JY595^ZqZuAT^ zmNbS`3{?h3*^}|fkuie^3nA0){njlPOh7@sX<@gAc3uN5b7{W@m$z8IP zrXGF-;2@?kv*%F4)U#J@JsOO~Vt^hEfft^LxundCG6O@PxQK-hKzd9{szOnkCQLLd zhp#rkm5Ylz!rtz`1mR)8hj`MV2aW(=_=Tg?T-tkufTIV+UY}g=GOCuVv&oUc3m+Su zy+UJP4QL9eN4~7#i^vzaY0@Cz=H9fydW7)u>%&IJoV(J=>*$mhG-;Z+;_`ACe?g%c zQe>8*Sm#|bmY3+=O}y+UWCS$&9LX$;0u3xpv9QHlY78_846+o6yP)i8qyt=`_zG&2 zo>D;w*jiL^la$@YI#C%-2$X;u)x#GWGC|y2xW|FO(GXa~tPMMcLp?NohenVcK(XjU#>C2OI)Jd@Xh>d`qN7va<06+< z5gV4Ji4}KonfZ*}mo@$o2Ai`TTVAq5o+JK6cL|@S3Iil72zLfnozOHYK;YH0uA9rh zfA#w7uj`Tj+1z~Xd*;j;nS%1E%f?gD^7qeI{QKB4!4I|q+kgMHYuPsKBp%Y-?6#No zBKn$}z1^~X)z;w$UA`r>rTFEljmUn|D~uug0}zgOPJNp&z2?~-lx@&9;*x>2I z{W+a`Rc8Y&SUbP6i#VPQ?C03hFz8rud?=kufPBR=YUAabSDYowKtlF*r<&Ex#%kC&N!;R|2zuyO3zF`u`4zZOD{ zrb*VKYi7!Pc|=i6nJN)(6;mRps+)B5n41W-)#N2pdX}CF96(Cp&wj}gS0Xs(-Fjx= zS<5H11cl-_Y+x!H5Xf9K297P3%cCxPEN^$B%9u4%rZE!{2*HAfK#4{Lfp3(3X3}w~&jv}w z$r1-;G0K;*9EG5aEgX%;C=EdcBuK#AkYYARE)|&u2;>+>Pkn@-2hy!AiXniM(4xmB zGu+gc%$RbTgZVdp>6=z5@DtLrZj3b< z(G-zVA^_QIqPf42$58Lm44N!8H*wy7J>&VXMKg&$zVNAw+u0kj`^e{79<%LEmIq@s zgwUibti%Vb6t-@1(QwF&;1bE9c_()U%*1k+`3%ZE?oJ#FjF*hi2%M#6nv~tF@l_2} z3EeCikX444qA^xCI4m`DRJ8%RWT4k~yW@O-842iD7xK#}ZF8jPl zIF^_rfG~lLLzyEpO(2(!8>^I;SPb-7aWu*$hS?)r)_Tp5=uUQxy#|@PA$pYLP9s?| zs@(NP*-)YcRsr?m76J{v44~0G`|Pt8o4>B|LqzjsNaC7%5SqL&w-_*S$=*bB@!^d1 zU@Io$MhTER8-Wy)rTKy*3U_JZNuX3-_8CXXXZTjTh`;&GZ~XH4%{Sk)fIWxUpg<}0 z+S;1W+jsBYz4^Il`Tg$)`+BsDc7<19`|rQ*ad)>p#NF-2w{;LG?E~&~JA+M$K;vk( zr7*BJIxp-b-kvDA8+A_ErU-3-_6;&X2!`w)o*NsrvCu%U>DlfWh|ZUdzAcExuI~5M z?H;~se&UHIXoTY{B9cNN;0454=E>6m*Xx6zY*=b`av|h`HYKn2H%UdCMnsh8wH)JP zW8`a;jlCLqbud(3j9oIQK4ltz85sgauqy&L3Jp%Dr^FdRMi_Z{!J+IS#E|CFa~+Zz zSQ<7$ceump_z(iDQJcBvhmJ+PxDEo`=y}nM!V+NevWGhhJj1J=7gdijN9X^f>6gCr zrB8qQ)0_A04f!uOz4@M6mml94ACm9C{Cgw*9W75CK6C}{sY9lgjmkJX2o{pc;Gwu;!mMXuQF@mQJfH9t&g@s2o*^lj={56CHp(6Tj5L)9VKaif z39^7y!^64H=zO{0$M$$y%y_z+JeApt+}A$vk*~@iZyq&8K$sv$0$3VRwr*_Lv(anK zSH!kBCnXDbo}y4NUb>Snf0?k!niIGtFwUJuGipL9jcR#`Md=a~ zAneHrA+YC5FWCUOfhc4TGIM@$x0yE_p>x2H!1x2nSqRYNd? zMZ?qxhZSUHj0`=ho6Fde3m+?HLKhJq1R!Y83^5}Zt$I~h&yrpbUr!^nM519x6uyc{ zkRy$(fn&l_Y6Ue}rpC^!`1T?h&E=Ukb_N<_Jug|X6hdmyfEN@oSpZ~1iK@*Fte`3b zFwRB^3;-sSG8uwQ%cWIEMk7ozgR$U|F+`)t_GE>EfDbg9@?sEdGb^aORS4isy0Unj z*tKido;`bfwC<8UwrIoT1x-YpHE0m@a*-5`1Xb0l@CuxPQBCpn2m>S-!iS}1ix6D_ zHKQ!Wf&;FJ8R(t6%*}Ixa<*5zbxSvi$qsEBp;?ncjz4f$hKly4mf4nmxpA z-aepr`x|Ocvk5S;&(Pap-2NKbnPMOCC}>ylDreiVL)tnR+pM^=F=SU^Ptfdv_G+=n z%eHbjm=FR!k0Tomka>5VFH&US#gYV!4n85 zf(HN(dt^N`#0<%|-ClH!hTbSaAUw+pno;=ZA)^T`uG3AqH2Xgnnob-b8e=^^NS3CV zava#b9i6J`iQVI|KOLIB$NKJfeM0V0`SYLu{CJano3Oh6&ii+Z#r=!Lzs;Bbu~=OD zHY*npe3k6?&)%#ZSSL@O^ijNdG~>=|WkC#|R-J+%sphgCD~F)kiX%ZyYMud9Kq4J; zF6qgXjybX-kb8g>f=sDbC{O?idL>e;+`+POa`9~v*((<_2EY*jo|&4HX$;jXH9qEA zI%N3VWdSNO1gRx+XBK}!$r5J|%^O7T3pDhUCdi8QO2tcb$ONOn1=6g9a)EDD&rGWz z5V}N|F<%_`vV?C)js#JxG3&vqFbba~&MmfRSQWm_G>_i(7>8Va%8R2-z^FR{X9=>= z#L@^jm<~3YCFh${?tBF*5e8Mv+;OK=4N6M_V7r7Fl$t^b*Q#L9L=*xb@*)~7db#lG zw&m!tgc3Nx6hH`ST*gX|2`@Nmg^zM^*Cb-Pv9gazN8NlrpprXtX`LgHO91)l?sA4TD^w+V&H+nWA0x4e_ zL50SLCRs%GE{*a92!svHwhl@|3`R{XEeqQ+_Dz{{hndP#vJ{T7?Sj2V<|PqKtb7GD zQ+NVrj2Hu#2oy8|MMRI8;-I9#0mv9(jjxuk&_V#m%H4z#VopPAgMnPwbGMMt(BOj- z6kDSjOPpnao(BV|!J%n?V~id?rUsztM$9Dw5RB53;g8K06iZE95v?duTrxJxvc?&L zyyz)gy7U^2o+E*tJ8<^!BaFX{c!4#QjMdg9R$M9+CHu0Lh^@wXs+XXK3189UuN3gf z1hF*S00Pm-A~xz$Xh9=pi}QFOio_YjiaWDtN5BwaC)!e+24bs@v9Rx@^G~vzMbF> zJ55RHEw(K4QXglT+EOwm(^qqtEhjD-a6NobjMbAdrEowLHUl7JAbR0g5~3=F=8ioB zQwiS?GnZrrKxl-9Phgpg*KhtFbh=PP$NMNG`BS@sc!h&0?K zDSGi=_AWJ-KwRc4v<*50C$*0$d5M$aXvRyZhv zMo3TCqOp;F23T=)sh9N@UJbEfjDSa3-<9|T!!#+o${1>uN}Md~>QK3?d==AF%v>1d zQc0UrFE5n!`Lgt_y24VLab9FY3A{=~6iTIT8+0j3$RUfSw~wlqf-&J4Mg~Z%N2hUcAI5H*t`=l)F|G zqY{T~h#55CSm|Asi=_`5bmXB z)R0DFTk}DgFUorsVsAa8Ejs4Xl$Rb8UXTT?ufm2{vVjI%&wwBzWlWNhtPa&}tV2o$ zyg-T0MO-sW(A3IeP=BSXQ0&oT4Hw_roBzWVCzx8FXVhzO3+EBu9I znclJjA7BNx|NiT)w|ltRZIbTv9)@iQZEi*>?E`wZzpcZ)uhC>+!=WeJ8JvuI8;H%M zZG;}UX2StRZ(B1&56bT3?>HQ1{(8uPYpbEODcR3iwz;t++tBQLzyoPtWsiyIb|+p0 zDMXCGODWRCPSzFANNo4GSZ^=zbidRwkG6?cC2hUQn4ULnW+dH?sw;UW6|2n_$ z`upGO77KqO{7>uezc+1|B>5+ReBT7k-&^@to_xRT{a4VAR6Q~#2r-!|8mf4z4E;z@ z(K-hSiqAlE?kHOIR7R~+vWIpBp{c6$WcATIoBhdk(k$jbef=Kwg+|#F^fWV^w&2GK0v_ z6oQ$8i>Q)(ElW6VLo$5eWFV;G$%TO*16+Uo^_It1zVa1!U+K%P*)KF>ut4}?t7nF- zW?npC0A%kH0cHedQj;&jhBS3kG3zQD>BGT_4PtO289p09Wg%{bg@6oXE{1rqR4cw< zffJ--4Xd7BQx;L^6~qD{xNJgc(klWQ%@G1Z)W};jUfemB3xRQ%TX;3ZS9v4pPS?nG zKS{w69Z5FwRl15GYZ|g9qQvbpnN^KA(=!morMt|K(lvx_mK;OYvmcI?*Cm9?E|5z} zwNEOwjrx1voBnfbp2Ka?E?ZjcO{<96>xBadsuTq3vO=+EqnX5ZiS9?EB~|*B)Wmg; z@EV*U!{pmK(SzcyF{6h-rW6G?AOtQ7!dFscFZ%%bvQ&So$og^2Sxe;w1cHiTV%bPa zYYA}y*bspMK=ws}X-LnWrBOrTk~M-Mlt2+QUT6zJFv^RInwT=9WQ4O1(86|Uh~Nhv zHUS@qnIM)xkavi<@g<^3pI##D(Gau>U=p}ds^`=QNpPpN@NsTHH2115{!)d z$Rsl62)0F4j@j6saWkYr6TKV6W$72Ux(U>b0Eby#mA6f`(Fzq4nkvIZL?0G`rIbar zh0_`{K^!U3P)1(x$z~iG?s)3SXqZs7@8`Z@2}mvce``nQ?virB{cVYyI&hcdx*`a!_KI! z&y7#8ndqGwdD$H733hTCHbrMiL$;wYaH(%Avy(96YrpkKW}Ef$)oCJ@oxD-@+}S`t z5-W~+8fY{w**J-^#L7O21AC5?NQwf}bGv4UEJu0=sD_WnduT8zgOv*$JE0K85|j*6 z&&H5Opx1+i(-06(HTVl8BYkCI*$zzbEeUrd^_0vgMbzWmVI(!oy^wC6+)sV#Q#8VH zwEfy?gB9AP`Lc&|giH^|q0kv&lu|61rLSnuK0EzarLgS*#w>V0Jv#sW@7;Ibec6Av zeS^j$>o2^%2=2$vrxuH+7mKSlOp-qFiBI_F77rdg=yApSuYY*QTec`Zg-~+`t3=GT z0#-e}3Ojw!RtG8IjDKgSQT7bv?pUb;l6A^>w)9%$?31!gv)3mp3o|l6tvVa^5@d)Y zcb8%rGWA+T(*smAgiRu<+(FUz0AO-8UQ$q4qaB^rj0GS^F6_sn5i@9-SnOL-3?zk~ zOQAVh57sIW;ObB*;!kGGOd$3`gCb0c&95PuDGsGTlu}bJQMkB-VCofFTk}9P2;!nmpx5w$z*ujH4FVk5Xf*UL#U-=H#KQK~q4icS*vgjydpHCdy{Qph zLsB?P!sqsqV#AR!xmbcqp9~yS*(q0>l_5$l(u7RV*c8{0W(ce(qq$6zuthKE@JePZ zI(Z8(L+008gBMAEA<}|0_1Kn9s|AP#-=&(UWIG|HvZTa60xlUSxTbn~1y?9ajXN{@ z8$k#R*{iC$ky{C%LN1~yBUm|;1XJ`0C`2JMOS=xGyYJ#%imuxx=i^%1a}t zzD7n2lc+W?m>5+Vdd&5MIT>4MX}C|*HZL111PC-PY&0MYLUV~c1H{;q(-?)R=craH zz>9%VY;C;GK7T4+%G?<+mcBHB5OA)l2s3E$1A)NO5Hy#DSh|0wWjB9u$z2FCGhW=W zMc!pMDGdWJ;C|djz6EW&;EQB|yfMMv?LM{p6ERTFmZlW-X`c!`LMmEKDgES5UEJ z!M-$IQi8>eAW%Jl4PQMR1!+iV?&g9EOP5C3V8u8Mo{SmrVo++WOqZJ3=S6^{TnsQ| zPqrKT<(oBN@pDIy0FAK;bz2BB81gfqV$$*|IF{+Ue`Tl!_zkn^%`%o*e{r6uxfE`0` zE4KC79PD*^_qb*Uu&cP)Z7H?|&4xf@h)i%;+gELpws8kK*+${4bVv~(!vxO0Z5)nG z(mrgIyFm1!xMTy|mK!o9G`kHD&F15>=ux$axpY9ZtAnz4;X|3P-jKcrCwd#KUX!CH zw9iP8{C0Jh zVCBU?StQGafgZS527k5J>!jXXJJBE;)fn4gA(WJ!>>PnZuVQHgWh@*=Op1sqC}kv= zEEDJb)T4zTm_78+Ljrkq^>2=i&>I5X$@N#@Q?u~H#o}%M#^EJfzkj~rh8z4x=Y50o z^{;>Zsi&Uu<+Y#=)8eYX=yLZGp@s;{s3(ffM3s>X+7+Cod6Yg?l;@B_G!dqfy`xj#L<4cjl0eB=^wx>#Yi+14*pQha2}dJS3Qe#KJat%F zV67aZXtxM)#!$Y}(PWx0FZgEMELcLq8O5ROAale=&$2nC1g@BF4Lqfc40=XE2~9AB z5-$RKu?U99(5wehkdZRIDlvv2gi-G3l@S>@9E~qy;S5z+g1P~Z1~fUg*orHnK&IXr z@Getj7;qPejfi5A!Ez^rtQS|WfDsdm4LNSe;15bfAS^L#T~R_VHA-GS?tlzIVd)86 zRG0wA@&Ied(+eE#TsT73O99%bstQxGk(b2PM{AT&oe5m@5M(iWf);Y})_s;3GOG_Q znc*ILqcp^ZIfu{eDAF!HL(rgf6BNd%Y-9A`Fy zYJ#RmUOL@|lHFW7W@xJhFZL|CpxVNa8rgHK^#I&l2iU^k!j}OM_*D`C8ZsMztubbV zLKv-LF5S7kS+MlX%&eN&D7ecDjgeYY(`6~^y9LS=!=}mNj{t!ZJvfNrpus7x)&M?g z0@e^&4~?;T!LVfj&5}@me;VVXQSZNwdp5i(6k!B~#*2o5J1YS(;ea44O-jV97O}?i z12xtad$gM=X)@EJBnldOv&j)L%@AY=GMRy%FD4ony||bcPTd?0kReE+W(^P+up~HcAiE@R?5xBYY|IHL z=@USiDVD+&9S-KI-I)anNu!kNFcZJ@PdFmXn7j2x?^g9r$EIg0j;BwbHr>s*aAM(5 zQUKi-GmGhyL!sdVX?~eevL6LuNtQdCyviCk)q|<9>B-ErXcrMH`W8IGpx{6t(<38a z$BJSC;fMxD$S&n5!SrgPur9F`5e{Prj2Y15tf{A72ztGOH}B037fQAAweRnK_dBn^ zzy9^F&z?Pd{``3>st*9UJ8s5@c0Xp zf#cE+!@#+tcWDQ+-x_V#su#$%W0%8?%#n@0OQ$5Ba1f>^!$C|q8pzBTOOOp>*vi5I zYVXom3JsP4UtXfa5srq;ru~zROIsg(NMc0$f>HSzTRKSlo_!FT4q!2dY0Zh$*-%s+B}!;S5Dy=}O1^ zDhs*M&B^v;B434Npe8i3hDII@8ZSj-39ZT)?TZgRjUjWy#=N*}A}Gn3u~$q67*b-+ zQYaHr3c8sRLUAjvk8H(QYeeHWUdMHs-fp1VwI6jAuu63@hvtp z2n`36)%#S&Cfz7ULp3I{_RC`F`Uh6w_UHL%cB2@XADB$U|>PlN}8``LdyT z{PK=H4w{U}h6&o`cE5M+uMfH<_wL>6QFhFTQpkD~859~-Ko*v(Iby>=+4ZK60T-)I zqvWE7*1xh>B7$4b+NkFCqUKJ~Sn`6*Ucn^-Q%@6RXgLa`EH+aA3G&UGiLX(7DCBMu zS~!?u@j_BkFtuh=Aeu62`3Wi=kMxcJ>scc7Y%mngkcgtgLQdPm z2&dP8v>FW|6IK0a^lX3xu8cx=87u>_G=emnO;An>ACo%b?K#l6ARu~t7}(6&bHr0G zN@n^(fRac|%0)y&`oUHTQl?RS6&p0*D{|8pY&#wtQy&Lj@HMF^NSQLmgtBVjAOsv+ zE-y9=L~M%?ZkUZ3XQSZ>ge7}Ja%W5c2;Zo${}6ELEmB!nRv*1l6Y93I2p!@sIqGr9 z9Wnx{=Ya$_A*3%~WDMcyRw9>(yMPyE>yt5Gmjtb(5JnH5nDC{yFod8qqzEV>352^= ziPVjf7X$`AK=VA{Q*m2&UJM!y3KNcG0+*(Pfds20Wq|HnfRdt769zKnt3{q~j`Um@ zaFMv4J&lS9#HQ5B7k_{dlowlDM|zg@O9={uj3}6B z3^3=|lp$Q{Y&dIcYj3>q##?W_)gJ=C_S$Rb&Yi=M4P#Jy_Uzfbk1gMSuc)`LWilUj z1-AeG>sIXs_smSNIdp)!$L#>NH8--Jp3sKSW?}hO^t9w52g5yz~Y!`A$YW7w8 z23UIwp`8kdSU>~47d=c3E0&-z(KzZc7loOvSQCq$#v{Rl4?gJY75~vs-)*VD@#DumDpXQl z_CT0+ZyGp!J#yGxZJtsiI4*6`ZS0=IXZUHim#h%Jmx*iH@|)!>Fhw>hZqv^cbW$d9PrG%dFy^pvL8R+dh4w= z{|6p;0Gby%4^BdO2=@%2nJ=XiU9BRlJ_HGBva9AwQ~{lXvQRWRN?)N|R>mHEd9hT4 z>Y$837{Ihn)CZJ`sRPIALtw*^nL@c_Ml(H3&%Z5a%#tGzdPNh0F_-KKTxhW3ZdA23 z>&i4)MZR=%FG#cLLtw1B)-b*G2~8BuT=&_L=M6z&G6QJp)dwaG5SIk@7KZyyC7u4r zV5^Ue=ow>0!?@Ckhy%_oa!HM)!dEOHLRTmVfLKv(k|@aWPaYtxD<}s?S&t zQ`4IE!e;ftWHl0MXXOHEZ;kXf|`cXm_as=1%%>+z6QHA-I$d*$`Mg1Pv5N zddN*BfrewTx~EtY5VNTC_*e$kiCfG{Fa`Vf?>8fIL^j zCP-7c$jT@R8&qN9pb2CRxMUE?8Rmc6137Y0BD5Khql5!|c~NQ>Mj^ya(391{C>IR% zl+{*`m4n7H=b5A#7niX#p)nSbjSyr?LzRdbwwiR5T^&%(Mqm2!;#;zMP`oM#1DKQm zEd%ayK@W&Zf~|DivBHxhK1N+KP&&D7uyl!oA3tBXaKSt8#f#H_|H!`rjWa#MEL#uu-pvnA%lF?8`-N#4 z|B9->_TPWq*ESP-j+4R(Xn(NjIgIR7okunYg4U72QnLfl+eXNC6~;#SdYvIKChOa# z^!CqoJTfnRdkbS*4JbRj9Sn|3jXfJtY$^5=#-j96Krm!aV`isfnLA_rMPWeZVmAZJ z7!z_JE=AEW*V7vX0u7FhtDPJUOZcD|;7OoC-YEcz3vdyS96934O((1ZVyJqQW2>|S zx1F*dO$cX14{4n#0By*?#bqXCHX`zkdDW)JlP^7Y#etvk|FL(suX-&8K&Z7; znzm4=n3#5oZG}>WpkPwkno_lb3PxLFUZf2+C}j|oL32u@C55_TYVJDja3YmKve~-7rfh_n3claP@CF({A2~aik9+Kk$BhWx{0mhdq(JPTREKV6JuSEf%Y*uXzc}zc|qAXf4vtXLa z1K2ROf%ko%D%co;)W9k`4H-<SmWh znu0WI#mU|Mk+-P`$-Dy#K)`J?09N85NQz$B+nkUD-sy3|AWy(;GT4xC z!JG>iSDZNEVKC^Kif*%8ktJBG1(lIlET*FIB{uhiP595E3&F!E9;B$~p= zJD81n;J|@#QaS+n6%}M#l-zXzjGuRcg78QvWqMvjC?qvUZk8i@Z1PoYDdRK?gA>@5 z;uJCzIemmMIjS-(7MT*VtC*~D&8c{pU{GYU1XHM($siFpzB+gyPo&Q1Xi$z(OztHdQ)g6$Vfr_ioHg zcsJ{T!JjSo<6m#VKYHm$4}9l=Tb{jT&vSbYfA8=Q|LceF+TOj3?|=WMUbq&?Y^e%t z{{7bx=UR4+yHUDeoevHH%^`2t5#g#gH07*t$Y{Cnawd8_ zP9YeLJLY>QRZNgJL@>*QFuJUpfb$RRAK1Js3gKrUT%xN zHS^-Y5Up99PFJ%|V?%m(qT)n|fon}9TsS11pG;`-o>PVdddX_Q(j4c14~<+<@&zDH zDS)|^xVccG6(^;;j3Fg9Vekl}yx2^+otf?NNjzlwdbapACb@2b{QU2^=bp2&ttMF= z9O>?T{uvgpsJ@}_LuJjcpuPWkf%O_Y9^3wM!NV$B-yr)c*{k%EPd@1#P_;GRhjyd4 z*$8^E$*$Xq>M4$D&`3(+nxe^9BTK5{`x6_LAxl;fV91JD))J>tM(MjldH+=z=8&vR zu~JNWR+?fm#K|>V7>x#=A;HjM5!faO6|z!W6eJc->oJ1{m3V9qSC*cw)U@hPprI!q z(PMy*yiKJ?qCOIt3Nil`o*qMym{k@|Sph@xONIduxveO27z_o;ga81hIAHuj8cMAy zp`sTOBwKPD(kzWxJtef#c_>`lun8_05-_FTGh|n6e4^GHhEi45^ZW=hT!| zz@oK{{iwjX_sAoUc(Z6V<-$-Tb`*g917CQ0vwT@!i!L59w^DlMys(8I`^R%yE6$yC z=%t21Fk%y}o^7+%*IA)N8ega&HF}1WH2ReKG!0E@V`?LTyTL;S<7hq4MuuP=fMO=I zl_s!W@LFlgk=**CtrV1EW1^{;S&cB;O>a^j|6rnpF&nbYK(>Nv4yK;U#TQ#^5wla> zM>nb@LK=PrY3L&(Uy?e1{Dx$lIeuW%&8Xtzw3IxyF+_!2>zt(Inj@E(RVxlGQy2_-8BGTBE|rBTn@Z$laU#LYR;aEoF`!~Xqro^C(4vAg6ob2r^RQeb zC2J|$t7h41LK3;C_~MAnoS-k%>dd2S1fC%iJ&j&7)R+qiGk#Ml=8Sb*P_n8ZU3IR(bR3cihz(-Oq2K}rNtYDLSOpvOjEv_ch+irFC^NPNQMvtmEN zT3T9i6}UC4iCL}EwPch9FG6d43Pz7PFcL$|Tw7vmoeOzE;^7OxER&k0sT!*7sgjjh zhAIZx#+Hk}|MlhX^Z)bw&Xt|he;4xN|8{?U_xJx}`ZE2tKm8Hi;``q%_4c#~X1iBl z^Y6c|eTTV2yYt^;iRQf0=w1F^1D#IJWGAE{7;uN4p)2O1LSo4dZx$1atUw z4z^SoZ_JmrZ0X1rCEoq^AMHT zoZh{EQA%8F5+MT{db%St6cV}0s9Sd>%#L(-F;DNPC=In@!@vqyPbmwxS9gEOy1hRB z_~R;XMKppm&ARXSGg7lK-h%Z94<3Bad*0()nDtMg<8kx~!rR{VHdem*^{KM&aeV52 z{P=M%*Is^ortPKMg1U(ixF)nx%5GiAGF7Yb9HQ(hrf!mzwJMp_| zB(fH&6ab1!&pW?h8jQ$s0tiFT5fT6}f+{J6$icLD%rfK}KMmKAX2EFSDb1oHSXq53 zH!Ey{W(pOt>v zjfSs{@Iwz{BN>Wc@PsmQCWzLQFbGm6Xe}0gFn9otESA=3p2-S2F}42#iplIdW|9hPfu&Fmfy^c%`tl zu*uHp>X$G+T9k+cZQ2tjPDmUN3>U2M>jjS)CpNQ$IO!o(5|}U1!j~^!OgPfWkr2!( z8evRfz|->43&29KZK1)~3VWD9(uf3rJCT^mdqHBO95RNsP)b7#UA$$g?;OB6yoi$* zd0|UwRv7fym=I9u0Yp*?a^ZzuJYu5+R-cAuF}SDr1VHiaG{+_e=1K|!&_=?b4wl0$ z(i^BxgY5xM>9t${3(Texr-s(P?ep7Wt2nIea{x-5GUZF}BL(73m zG0U_Sr1zvGeK67LEhr`LFTecq8~^vlu4i}k=6m(>)#DZTW8eN5s@=PHuYXuty#H?Z z7p_J8TdD$omG@tFNq2|dN4%0a6P)mxi`|vJva;fE_OJMQ_I6;Jb&@z?94XEaM-v&W z=5V0ztaJH0Mt~dE1JG!kLU#T*XPi0k4GH7Of+0I6V|Kpfj-EzyNMfU8B?hvn%sQ|1 z(xHqH52ZVue_}}8-uJ%uee|Or^=Uk(jzp*Bh_iygcPgrb#)Y9su#we=F9$4HUmXNv zh|1%ZP$lJ@gcm13!BdJ54|7vY4Dq`$X=dHykYI4LF!VY+Zhy{gA_d%5;gON?C>Ub$;g_9D1pq?~( zzS=N`WM0hbAq6iBYswc50A`#bHzi<007FxDh`mH33nl=i17-(m3S|X*Mp9L;1};N} z8gdO@zI+KoLnttb*VK)pkn~)T!ORLt8S#jm#t@GH0I<=E0nC&b7-9yX7cDAfL|$bm z)d!62C=sP0D_K}yVH2zirK#2k6+9A-DhR!XO|$u1Xc_=in$NFX!XDeyP~>13Y$4mJ zy@WhMQ1`W6cerr3mGNT%Ukv;<#AhMObYy3lbZ>_?>=|D)+txW`eLQOKp(|1GuEjG8YE#%*zM{d0S2-b7<4a z!%)vVbF&<=#lw4?f{9AGV1U&MUNa@lmWCsmDgY@qJdiDY)qocaTD3JRPDRkf1Himh zfWgyHoM1FCGy>4G)nMqwtjEl$sagS3mMM4Q32B=ZGkorpg#d$4B%Os<)BpRww=sHj z4TMR{2pKRC1boA&F+v&%Vbn+iP-2LZqXb5elx_q^C`xQd3rI*Ph;)e3Dk|!4pYQJ< zc%8Gev)AtD{d`>4<8pw(u%e@?kx$J?0jv!Bg@1V@Bro0XPYug?L;AJ9w_1;U`1P8) z9PN~38Y=*q43AmU`fhlIPD>c2y{PIKiTo~yLlBBOvPP0cC0k3H=X#|w{`3zdOsg>) zLBfH#zPlFHQ>^KqJ{uykg>)6Y(5gvP-r&%yc0yGauM{I-7H>@#>dQ89<}T(E(mJ#DC)A`{TOsECKHtLm@8*;bT&ti^ zEBNcb$Ptc*k=lw&=en2R-%7@*qps-y`4U+G_AnYh*!X=@pEF#s#qpxCK zDO9-k_#4w#%a$`i_c@bKmR~yGxDK#9wpusmFIdsUSu%6gbLKZ?84=w3`joI_|9&16|c)uG$X6+?Ng z4i`HX+#XuK^>Np8`&kyZ&h_fHHJrk;t*Y5jYLECMnnfh?O~`g}=+(hHFIEXO?}bZH zAxy6~`@2_a^W(_+m5=XJIv4>LYa-~k<_qrt@80UvM%J6Ar!_T>OPf#0mhuKLNae)i zYNr-0N4T3aZ|h*Bto1r@4$+-=tm^5aUQz)qRx+tBO%zl5hDro)q%!XC7iLb0r!=CHcsfURkW? zLIhVvGp8G4^uFm&rzq&st$>_3!qgbLT5dX%t@Wnr`55p;O~pe7jEU;IzH$BVma@SV zm$VO!q>WtVXsz+_)Fs3!OXS$&J|^j7ITCU}KhU!hM4nXP?FuIUAz;pf?Agd<3OYGQ zj2rTm2h*sJ67-(pt@Msy@MZ}-_G^t!|kSo`tE%z#=gi=p*j`*&=f zBhOKOH=V;XM7WE}t9(yP7){4c-ASp{mptVzlfuS6{8wER?G>jBKt5Q_5YP=fV-qa6 zAK9L&lvRxDYmFWmbL(F@F(wcYgyEd{FOG=;KxwhK=s8CL0B>`G$sZBku5}d-$M>|d+jM52ul6AIa zLDED*K+m|HAI5P0gZ-TGH%+*t>SmFYTjp{Vgf(bBgG@PwZjHK3*;uV%?dG_?E^q(c z2fkJ;Wx{wS-@;x-@1rGS9Cp@Whov;kNO zO;u+QDYV*Z;F&c}87KBEjmIP{h3}vlC*>p#_9L(T9oXGBUbh{{t|(DxS=4{7)>;Ba zwk9{`H7?6PX1oxTf#7Ws<3{<5)sgQO2Dk22kF_u5pu%%d&};mM@g|-B6HnU*T$4Jy z(zV?AK#lfNzVLMG&imz~w9qA5d&>U1{;DRig z*1yeqrPgjK{Xzwd9)bQu$8JR@B zXiv}*TSj9`HUZ0zZW>;4aQ>CcCnhDyfUxuN{c!X1);ibyR-P|9k^x7&m9y_Y0K(!t z?bcCfg7)`?)G<||b8?5FGXlJxU1H287TN>qxD;vX#%1E%)=0ci&K-lD`1J&g%X_+0nsd)548a&&P*kSkO$0zvZ3*ymB*E~fEf#= z3{9i;532^TLvTpYZ=gDNC(rSsmsJ6BiH}astu($8IO%`tX|4W#?TX}{M4XZde-4vW zUo#8ZNCg?6WvF|@m!KN7c`HPQ5y$l2rR~-EKRSEHnH+mbC7a|oh2xHhI^#+^8_%rj z#`d0gnNOc}((jkr=Aw-G@;VgqN4VS$6&z|T zwoo#XiSRH+qY&X8|Sjnaae?o5VIV zSfPL0uIHF6Rla6m%`e?YXzold#(8CwW#{W0U*?K2Ov(x^OBOC+;Hz1HZe5`!Ls3_q zm=?fwps=_&qk;_<6X^1)fs{G5Le^mmjciNStD`bSWrk{bhOrH1*S-)v@ybm>xex0v zbXlOLZ#YYWM_AG+xqQ90=?r8z`Bc>oI}0rIR9Zycf^EfE>YSA;n_xi>M6)E}pEP@; ziJ&1Cfu{jD?UH!=!uza05E4wRE^1*H{rzD%7r%wU?9|KpQ= z83ldp!+7m5cZ}B@xS(dIfBiKJ%$5rzC*RrVl*i9X=h*FspuUEe zh+AHypPyM^pnYuFk)koMhF}c^LLaLe*ng*%s*wl;Q{fLg?u93oPDl;4mDca8Yk9^89v{`W!qzp$?v2QZDZ zw~QB-?|;7Bv;6n_^Jdo@>3dE;Zn|^5F9$6)feL9-N5YGj#TrjRY$#(Un*iov8+`5=qaxC7`>+=_GjLDyP5_rgdl=NM0-fKue8Of<37 zYhf?*hxC^F9_ibfJW3jh*i%~nLXt%Qp~qH-IA01T%UW=kUgtV9rD6-ZF=3x81mHdo z40-q3#O|QBQDaBloi)m+2uXwW?XPa`yR1~NwD5I2@EQ^kklp$TyrkuXz0;0G`k3wh z1bM(RvAKD$YphA84u4iX8s5cZkkc#vJEL;!FFt>(==(cnQLj302B!MWh5Ug2%ep_U zf)VoHy&d8~@aiA_U;hj6ep>$aG_?Eo$AgCl5uYO7C_E3t9bW$8?cwr}y43#dkJ@aZ zBFy#f8_U;Uj46E%))#bs1>LK7mc}+h6U{&DOyt*rw`D3<;gw_FW!prW0*85-^;$P4 z>;~kE_<*H0G7wXt>C=TMBPk`iFqdRD+jHi##qOzJHvK<7)O#}x#``Ea2`IC16I5xB ziv1GTuirjv7s>QJ>JKxVL6Tgm3mUBKkHEE9&RVP&Kkk@+1edGJX-_!X5Q=?_KM#vY0DENJ%->1AhpRUm-POY&(dRf|{cZFG=^jXVg9W7AutV@@{* z2tffh*`_N$%kRzJU9|vt+{VNSet=;E$=_@}HnJ&5Laq+F)|vHmY1eGmODWI$>SkqK zy;W`g>{;LIT+Nl+I!scRu^VAysLx8nFZmevrzzFaW8*QiDU6R5VE1p&$R>7epgwW8 zsCvc&ON_RpYULrScGf^|^ zMJYMh*VM!FX&bj)tOXBn$JR5p#xd+v~=92XTSw>aTo;MILWV@D!w}c3;IQTc#B;=nL3L*ToxGkF&u;tC~bkMVw9g)B}MEFP0R3zt}SwEZ=YxoUvx@zPV z6(d%h9UYH@Llx!mpHzN<=6{n9g8!^5xP<+87|jv(_FLwj>(KElpMRzait)R*P@m3! zF?HWbjp+19n>2HF({}s7KofE^@1@*f{@@{dXLmr}%f$CSBqg693a9twQmBowNig-P zRJ6vg$eJ>HplN-aB)+l)dp$hn@@ef(LpT6xW7n}*TRfTejaybE4)(Z7ga-{GgfSs= zrzev=Dt!4i8d{PYzf=Bii*%Aio+7vix>DTdojUvOx_yeCk#$LG^I@j<#a^(;D=B7oEm+nku+XvLIy}3v z?rLwG3qaVXBYE5!-3@P5IGoN(`iF^Y$U+@hp9Oaxr(Yfkdi&i<{HR0}Ec{&g!?2`w zl%1hzWnEtLdo|KKpGquL^uhb~_*0fz+soEqF(peDIdemjv;h81*|j*_6xqu5TjTBO z8)XC6`6~g(i98FF?o@RaWDLDBz3<0(v5b0Z{h3)ivWQ<&?o~m~V8pz#U@Tm-qhgtU z;O4kIZhRm0E(bBtA%#8d2S?B57;;7v>0(8N9?mo;2D2t(= zh=qjzsIS5{L%#Js(>+|^OXin+cub(D8(^Im(0Ek%_sGI-~lOcK1{WceZ=Ku|;AKPp0eYiR=K-1K9uWyEKA5T>L!`q05(bA2r zf3w)GV-|Nd-MK!OgPgklZ`}E*d9i4O-D&GCSrO|Z?xN^pcZ2n|xYZ0k*BGU$B%_Vfu*&MtYNd^vk;gmEs#4q#cH0hF z9Xbm9?ncRFd`x*@z~7Ba|B1DD@rjDC5|-L=OFw_TWtDjND$zA`HP@xN3suhbxG&j4k;~Y3)=u#u z^C-G*eEOcEby2PkhoT6gwcu)&FXm!wfs=d8pqB2fS%*(S_vY78#lXgbFd}8W63EFQ zB{+tvRijP|09xQs%>HENKKET}vUggDQLZZpAdpeaI;nvA#dJJRYcxv=^vcIaur zc&|hw4(y4j4V%&#I_{Q$P&(lA;BI2Hp_gb1Py+`6AWc!9HJX4>zW{&ksmqowad*!C z1sr+ACSH=MXS;RT+{Rm5?_r$-JfjRWC^%?iuRE0X>n?^?WF67rSG85mQjO^&Rn=Ac zO|Z(cDbM5h9N08pvhlgTjrW^rs3{w~|31Sqsnx4Jt#*tB7WMc^IP26Xi0<8(kfHj~ zgv0aKtabV?)Z&YB7B~wAnnh#Y#)Eg`r=)c+&_%oImVdnwJg4!i$hVp|fiF6|XtwE# z&y9R9cEdSVhV(tOq`CQ!@3vX?(ulK(d*`nb0Wqm`Hbp6EL_87z*9;y;z zlq&OXV%%iv22)_Ing@fXngy z_Y>;HLP2^mC}Z0z@JWBI<34anDevc*4@XS$&{bffAcfalD0;+^BPzjYH9B8v$86W_ zG=S|}2*}(8k(khQFW>{erOho9?S^E67R=$5)eB1LHdhH?(1gG=-WS|o0XK)o-?X_U zX3{)zGx%!z{mqnALbz}Fv}18Sl@$g>n~!|P)gEWMlQizWnV03Qy#9|?>vHA!<|Bt| z=U-o6kNj8n@7l>H-fPfppQ9hWPUrM~T+1C#|2M!CN8kMWG_WR`bxD`zP{o86Xt0=S zH0~6m4ks=$(o^%-k-^I9S7naWkykGitC%ylfJqZNtrOyU!|YcQN@idr!qT(#DrUns z8H+4t-el|xI+ZVH-1P`?uAH*0nkcqn;)D`fK@s3dJ0wHXNTGeLIpqF!aq!*4&qpsl zji4cvICf7#U&3JyssI(lJA*(j>XAWK1*4oVG?}6^zeu}}0-uK4ZE*2*TY217RN-wE zJ+k?Scaf|bie=-tOHGV^jQJ&`8-uykefr_}m>hB2;JeG#*9F$b|1!Q0etzTZy8JEY zh-Sy%dOq&r_dw^**?RhgUmxaETAtkbnRc)(Y@rTTE$;Av zEd-6QsGOU#dp8ZOf-Dc`5^uptwzi9O(Dcei(cm1hy>V`NO#7|-KFGK++Z#;_?xKsA zWCLnH0Y32pWn!U+d_{ab(LZT02V9w&TXx+XweuF6F*h+aAygA9KAtg(Ys#RX-e;n=q3nZbQOD~$4dp(^E0>~@_ zD9gji-Ikr|G4n6h6O9NzW#JvT#kWkrF_s+H4Vu$vXVI5}sLB$!Oj_BtjKP9@yd0QE zjx~0W4NLjEmvYGOr73-knL$l z#wF$&-m!ZFm+NU^j^z%}mL~Z>5jA^A&jAot;P$dKPRlNE>8US!k0p7rWv~p=48-nYI z%L~MxACDfs53VyUDM7SsWr!vpvALa@Gp!)l(bEib}n`kp^al`4bi9?vzM%c#9=0LYxW}I@@ z!)uGxX#!>Z1mXM>ki6uwwt&Xx-B*E7Zmr7baNdj0abs(h-X?b)K_n@JKn`85%UHG$ zY^YJfQIE+G3yQ68w+3&1^8tSvXVRg=UdAei;&=B38sEVdkk7F>l|OE_q*ruzoQclM zHT}2#4HI#Gc68~1N`2U_Ca94-Y;XYP$Bp0IGnBzu&83 zV%(9D-PWy3tayx!Iea-jlG4ccA1M=4`K>$;&V#U>%~DA1Usa8_6@Om&8G92MKWo3h zGMr4oOp!=cs|H^6gqXw`PI+8p+Noy)F{-Gk7N7afTO5u7vRe7`Df2S(gd2}$mq=J6 zOvNi1OP}?BuXNCz?oYC7Tk|$y1{mwG8eiWp7gZT~mFkzv9Nb#q5R`N{OrHwqf6Wp# zDF3(&=flqofVJTi;=~}`02@Os{xpUQj!?|FJdYGv=Qw%j_R;f=KiDrlzxP$*+!`>l zBa#eQ_{r^h^>5kEoEvfsmjU3dOgEFabH7*skEbnMiMUQg1J}!kCN=s|s@GN3n9KT) z4mSt#nHj`>f8mQ!+2xM!1cjqpbwK*+!N-Bpmc|#+B0SUhL%~%3xok3uEH^L zmx;t0N5R_&1O3rO0cq9|uuKJ=JPuh&M_bi_VmEDI?_fP^YeW&rb}*92hr3V*{zm_J zXm^9okdb_cgZY?`#1JbCh;@N3^y|5{lCy=Uc$SVAlEF71XSDa=AqYAqTRNr3lB6NG z72U}`#u8OBnVF$F5M9%_LLMx=RvRZK@;pf+wyvvsv?^79s~{j*!%>gbbN>C!+D6b8 zs$8R}Q1HDm-)-ae`YqC@r%YId*~z-bXCDLrXKb|Y_` z;akO^Om~MS_zX-jY;`-odpgTg~-`|tDhp~?O&x`;6g;TrS2c@;a z4dqZ#pNY18fizG}st1(|XpAt4IxxMPss3DqYl6jY|L-A!mPr+gPMLT;{482bx2kM_ zZvBPkx4t^MH;hl6UQRqR{7R_0aP9BXkn7nT>+(R6mO&!p^iRXmcfIjW_P0S$)7F0!>Vtqy}#Lc_X%mAa1;x;s`|MC@w zu5neJGPi)IIhAvoM}{igRJ>?zLrAkT3gpP`3R@;b_Zz+y2yU_!wQ!%4pys<;0uNJ) zOz$2LV_t^8IT3EKBYbXt>|&{nfwM}D)8-g^$8Og){8!q3C3S%(Z{BU({&jXq57sm~ z{O7k~dIlS%AMwqM8lT{=8yg#MOjhfQc-|2Kz=5f{vYgh%DGweF zHUS~M>r;3kErbw23So4J4P%LQJx4hE5FoQP3=H!A88fvU5GhDBp|Po~`RozevChQ8 zUTxc;DAQ}Ag}mWt*f%*A(zoLz4S;8T1u9p9XHylmJPT(UPpGy55u!@;zR5*NWYNl@ zJ6W9aLklSEEDOPfh{Sg|C$>6@@g@=UuV0@T0dVBI+ARQN#1z`ZBy~RpXh*GVy30WI zpvrRS3q9jsgjU}K(Iv(i*@<*1IoX9l0j=3+u%7GGnB%<;bv{|Gsy(J2rg7yA`m*jO zp)h2MfpN=ErNeR>n*!ptNj}ItI=S$VeO3F%(t7LYgk0S~QcZV)Zg{8vKaYlc2CNLC z+}O~&tw{7}Vrhp}RJ1@Wpt49uPZ26K-wCo>h70V=5$u5V|6T*iSyF5us{Ex!q9sC}oo9CYWO~RWOjBhtVC> zXVl}PQ^h05vm3Kej#)gVz}ywt*;AS$UIR1Hl|%`{G#V8vlztzKSsog3)4 z{o^7KK(Ov~Y?4FB86R-05m#HqD4lrGO0PUB{#`rZj#I&OR{VG!1^ieACJB&&U5K*# zr9KjLrN30P^W;f3tv(TZ+2~fVWXd zT_{+SLg}R@5juFo5^65J;G8VrE36R(`g9Q&yV=2adV0?{6(9Xx{M2(ac!7ZNz9P%( z@aXUPPtE-o6^jntL*KrhcRWjsw2W@DjqV-&-OSqMF`mD!A9U@Wj0PhUa^m78?rt7R z`}OxqYj=nHkEZKplU5OdkJXE>_7_1Xo~4;-JuBN3@MaXKQaOLWUGnkI>Hd)-v*c3i zz4R;6ieAITCZg<~cR1AycvKWc3f&1xaZ?t)D6iRQyBaTpSDtM?FQ0f9xbq~<>xI(+3G|rrZ}v3nxI?fIKpCgiN#O03x5;U&G>;(HzAQX!utO3|OiY&jA_W5Y zv~GvLoz?nL`p5MtyVOEQ$ z*LylqBzu1kWNI7|TM-wK=*m-H1~cxo2m%^c)N3g#Nj=01xgcMGq!A1SC5>TM;JFXm`~oM_WUh^2E5M zi!uigP{?ky#z54kNqG(KnA}W_zor{bRs?rwkX=xq2-T+#>y>}VNpxCT(`OPLCaWM9 zb9E9&Tdp#_&3qxYEm##qNP>p-|aSDWTLP@(b}UlV9pb ze}5nRa4miHwPR6u0DbmZcqNU(ui$WpB|WTCo*P3;@giu_$fIz%x7d^U5ilIHcL_Rg&V_k8YHV!t7l2{)`M8$T`cio9ar5@RcU zFl%w%Aqdc7P%4~dRYtf9u|Z^8iEFwObpV2bK%WPFk%H$y+bY-e3~4&S7k&Zdhb2kb z`r*ym2dd@yE}B9!6|k!sF)~ye4(}~QHe$+(1qvV;na~k4SrJ;!bUSA4ro<4gUR+9? zn}M|_8Y5jYSJWMu8)R(iyM zos_>Pf`b`$LF>+fTK*yZ<7B=nr`Q_y`IxT8lrG9Kh+&CkZNubxMf)k?uwIuqb%RR_ zKA@xMFSu!ArcN7Uj{bbM@BQ`q;@`vHpZ+ahFTHu~!~0h6s>iO-Dwqg5R?CSL}8D_-y?w?MVFm-AK*Vw;4V}SWdX-j-o zi@DOMhrTy_Ki<-uVX=w~`rtHoa~RNOy(Oy|9;3_kB{>3Nh0vynNb@)IA3v*sxX}v}I5Cx_N@l z777V-?E4vhB5RjNh!&-)G2zt_&n5@5%+@x2lZ*5Oq=-1Ft_50F+W+0De42Dv>jD?w&r z5VB#5&p{QMmT+-oj#O&JhzN6e_dYV2tW5zEI=R~)iLL_U+>&XQ7CfeE&fcjis{%ah zy)(sPg@EKcS%mG8I^p4+WJ;s`kI?q2ybKtrti7WYpLQC?Tc5LbxmRo|IV+U@3zkNU`nHl>wH=orhI#Mfc6GAV*fO~sM+_PMs zcqsmCv}c5VJ%!v1-wi(%rqOt^q|v87pxf}Tf*nF)e`(oCK0p+2t z_cChEg}AGC`yJiceH)v^vf+*C>y<>gwLCe&8u0+0ghh0~U0=P!Dn3s$Q|IbFvGxipd|)n?tM!Fho_g zy#fsX3IRP-u8Ar8A@s)J2vK9h(}Z$+${VJ9B}XxBI6%zz!&A3x0TuI9g67unfQKe+ zr4h6XstKJE14^IN-V2bp0>({<@Q88sC-K`FNol1nuSU%THfh8~7VXTSjh>3c)F{h} zGQ{~fBt5AJnoo(YcG$mq5u9Zm#+BSVnk@~JM&PBn;Xz#7q)D4(QilCyy=Y&uj??98 zQY|S;E^*JsC4*5#uEkFk-^OpiVVu-2r5I4QR`>iDggzjvR6()ZLNJEe){6eIE+Ti( zhI-gAyg9(q``}HyMB7=ocS)$7(8*evWUQ~$GU_meC&%IPFkbq!z_xn3%3qeD`-Ae^ zS7O0!jYy^S?Wg6`ek=<^Z!ME4_Ds3qOc)5A_Q<90&g>I?xAZB}>T3lbS`Xh^TXbHX z%%c!m5Hl2|55@X8(Hp~imTlZ@Y@;>C;0nMX>SSvHCKo;M2O=yq7`wDzbK-JCdY z@BGPfMoXOKFGjygI(TsX$+fRAG1e$;8f^9F0)El4k~}MWXdnLX{{2v2O_!G(FT*r5 zAUFStSWJK~rRxpa;88;nC~L$7BiRseh~9+;+N{kN8H|0j6V?^c#N#=>NBna;_@H_4 zY5Zd0SEmU2YlrQ0uz$k0C-iQR%fG$tD*>IL*0yO;TOZD(*v;3I1%{*#t5|v;k@tE+{QqQmNaHHxS6$} z?=9tJS)-G!D&lH(snac*>Zky~=U4^q4k1~3CDvFYtp~Q8sy3#IWncuoZ!SQmIirf- z^q^$(`?j{d+c@5JvWqIr;fU^|X6I%yGu15~FrKswfjM87?^w>0XEd!WL?Q!1v?o=rI#W}K6)oLY7v_r2Yv zu@$%BI4emaN~&-+08khmsuUIIX&I*w_>7OC${`(C&D-&7FJCV0hh|k2YdV;LfU+jETHRn4GTh44d-L4 zhpdxCjjRQGPHSm#G%yt9K#aW^=lu6yQ^BpR0xR+8fvC8<;jt->P=|$Q+VS=2UnQ}a z4!j_oDe?lrP^#TI8&0N7-^-~}_=9juYbCr#IK{l<3>wEsj(r6ik)maHTa7ha}B z|5~J~#AuuWfEbHkc<~yW9Mzu#Y7Paw921H94u#c~@gjq8@Wjnr!mDWPWBr2JgIZjgIiBCV^C8H>lz53s^N1Uyd6f$#E9u z8-`3k^;rlNVqmK)0~B2~6U;6B?7QE~WVZS)*e}OGk<7(}LPba=T#SlkFuZLI4EssLaW1cwJx_Dz=U{VK&j?7pI~{8*W|RxyF!$1L zP;}7x?4gHYp;)m*Spn%4A*0FzgTi7#5jvl;9YE$n7t8*awY$ys_m$;sHe?4zpn#&T z-1y~Y?^3&P4A72EOBmkc!a@Py@iD?V=nPdQR$D#yCji#P?OK{t>*V+UiWoNYTyv$3 z_Eo13?ow3#7I{A``nVbx+0d;kzvf_r{cZO@gfoqIzTJA@+rF@@Pa{f(gZlYx+_Bn)tuZJ zai*-qaq&SE@z$pL^u8U1*E->sTH$Y_ok?Eh%}Vz=Uge}XD>VRgUpK3R9cF%;+7?*F zHvSOZ_A(pqW_@)cMBCUjU8Zuv#(2B36&fB$nWwcHY{x4LWctl-I*x*HQeLRt8s3%% z2DfF*yu>X07KpU~fUE3^xun-VQKk+a*N7}q;3->MkG6bPi-2Z!Mj`jownD1$mP#9G z3cyDhhf?u}ndR?H;*6^}Z8NMhznS{rzpL~sYDyM};aZVhXkuo7+^-wUk5WF*Jo(#p z0B%ZqObNh2%>%8tTbKhmy*Eg%F}l^c}Bho2<_=OO;&l{Uk< zusX&U>cLh27+*6}F+~5alUDbhr&!3OZ3W0PW4?i-`^H=6=5`Cid^ii&u^K9(2yex?4^3DlLBB0yZwCW!0So3LGxk4BKZS=&a%2?y{ko~It zlcv4TJP;UZ?4}+2TNlI1-S2sdc)}W2i!=jyFa8=Xp(zhkw4bzawdlP#V~Bo4_^Q2D z_IK|F`C+gdueU+SW{{Cy^EEf2<3#HKbFHy#G-Oq2rk1-4Bimf=;2P9m%Gnwvrn%vy zez{RX76eP@oTet30ge>_igtg^n1@7k<4g}<1jc$jm5!N`lXhJIzowV!1z+w@Pc6ye z>G6_EvEYc}iBjmL)G{pdYQZ+X-`!>~3uSR3VquVuD~np(NT}D8#5Su&SI=jq09CQ0 zl%Z_HPrP!dE2HKnt=PkbQ?EoUMR>Fozqhv21%KLpDn*o!ZYDpyhK%F4*Y*OsRx{(6mEOE0 zMECrTISgydir4L6dtecMxI+CY82EWfrgl&(mXw-~0% zyCaW&Z-4zA)Smd@&Hpju6TofSq^0`)e}2fcxoIl*m)*EEZD-#C&&EMX6m;7zGgT@? z4XCPl!-HM=EAZ?tddig!=KzsTcEjY1L3U=D5R_euC>v_o_7$f$)hL^G#WsL(d9+9d-!>~3<%{czPKf|fE z&EdbuGBj@je9tRx#-`!=ig_SXskY1^zJ7R`ORc-7C8I3_`8~7X-fJtVl~(V!(^smL zO#z-_L2b_Z=IJ$NZ(cb>*SY*uzT_iZHe1L|<4Oa$&vIBvLM%|d=p4~rTD(bCEEwDJ z6l4R`mkNwmu$Dg4m~CgUycr0H6VA^8 zu_;2rz2hYh(4rCWV3E9G`jEftL?ozTtacN1+Hls6yXp-~Dq+{VHZv zfTVd2#$yF|wEzenAvTo`7=bPNy`QYbZhv(~yXQ~8>36}pllF|zF}nXQ+^ma@yQr{} zGp@qr4SPRoPT?+l$7^O7IBH*ZO8Ul)Wc8S9mN=bLBBbR#<&76dAXV*hDXI+CXU}}y zAV-CK+`75}DtZ7&a>YupWsPFtm#cfrPx&>}TE;vk7n30##Jn;>rE~eFfw-3=ln|GF zc-ip1s?@6xF7qC20OYqtfLh1Gq0JSL6r`$nOEex?H2>ghjl4N(KH!zT_=6+Vius*8 zzbkJ33j#&8+VqgsW`8ERdWh@dHU&Cc3hcJycFzaXos zYr-kZV~xZw|6D^|)CntAbIFU7WUvmKjG5A(9ke*9PkrxhY>lq>&b5uG=;zA?hz4~Y zrm!hPxW}%Y9arpo45f|mit&UYmg6yY!EInRo$C@6veNz-K*kNTqF=d-R)iWi@c`+w z44##E1q9TN&`4YyLv#%pGN@JQu1$H$0_V*~3t zdb+WSO5%0qw@;F5GxM$~_PYG|fU=??2Ob3K%uoKGFG>R-(BBG`+LU^cWf$=ipIkTC zEHzWtQE@yw3=$DW87l^VBg?oF5Sd?jRpa$p6yhkJ7{a`I{avSNO?{yWY&c=X3Ihr_TaOZ_*UTo19C!?*}G|NLBTK%8Pg-(g0tMk}6J2;{yx zBP?JJuz%jO#T{~+SPVENg10-DsqVx5(Y~YbRrEaxm3wvogz4^N>AjXo&LRa!aS=Xs znipoovf9sjY5DlnY0f1&Z_edmsCM_>yOWxwZ~AM@{WWQ6{ui}=b&ESl`s|7f_%J&s z3NK9ZMrC0X&CLReaWvlsWit9;(DR055HR>betEyNO&bNDLCO&j0F*p9&BjrMTjTb9 z;-;eV?gS;ia@+AkbB!PR_P9bG ztxhRTXsY40h6n24AY6t&0W%JVnQ^@!_Pk_HciBgcC+~eHz(a+htt@LjrN`eN7yNkR zEt!qehEJLP82;(ORFRu(3<}!OdwE`Tsiza$|jqi6r>|v_357l80oM-H<>X<>x;ZGF4mg83F*Kb5zG&TqlKDqJ0GG zLgNN}d@Pw86U37e=ZIz4V<+D&Xr zrX)v=hKR>z9G%qm6=6~}OwCWkgY@=g$uO~?0+!ito5x4(DF>}xZ{%=!G)-%7shjn* zPnJsg&(^u}oa(a_qG@du>ee%&^=Mucku?g*_x*Ht2C}*xU*IA+GAFKPr@+GVwk?b} z39x_3G}Fr6!Dq?uWb$_DYI0oX8?kvTIR5^}jBw8h3py3~crFc8s)Sg4{xknONT{Q7 z2OS{b$J*-6tAsuV3po(Z#dHd**2e7ivZ%_C(7&|Ic_~VcemdL5&wZ!%o`~Q}a;1X@ zQ@U#f;~{z1f-i}wli|WhE_tmMYJ{jSbK@*r_Nrp^DU95ZxOk*uzm3q+sp8}oRA9gl zCC(Iv+GR_jlNfazn68bTGJNh?-zKYl#WMge^r?h;B{`UZ2klMLvtIe_U@Uo{0J~~% zBkefe-l^h$a)V2bev9?CIiG%D_R~$niH>pUV|P1YGi}u(;ay**0_ehVW++sWN@LHI z9jUl)Ux9!GfDzJ^=~RIQxLhaBeLg(H%cu7ATbC*D=J`su6<~(MrvYU^JR6C}p6qPb z*4X!&Yw3-in)XXTwoYTd+}=}I*m_nyH~i3AyH%F??H#GvR`QJpf&KSiWe6-%LSGO( z-;A=*1$EHK*h3_MR^Xz>@Ls-zUp(41rn&{~EI%eV`Yb!c=^j=6#zwg)mbRmKXa7ix z*yv+uY(`xSf|+~?{`8&3^&HS7z>9&M|GRk@O)-9&;iS4-F#r!!#@**9s52LwO0h~f zh8yc2+7`NORM+>O(JsLa9{t@*f8_e;&;3t7Oa6P*qnWYDN&O34=#KdDYlr`!cX4an zk83BS_Wu}!`3b#CHFUbPpkA8uaT$Jg^D`wQ*nI}zPokA(iM9DVDv<;*gkxNeOcpx@*~kdSz>Eq zkbN;tzUGMoy2mu*qu~ezYB6FSR=_jM8$I~mhlPP0oM~DiioR;{MjZC17V78*2+c}n z)TssqO9qLBlHu4m=Xc;zOFwo$Oekl}!qWPF_Yapx^uA5n9HRXP%c*u+h%|R{0wc)W zNV|L4nvtsUI!|8fhBV%dQk#BFk5v+(98AdIWp>gkAiiV;-Rk<;ImutNhL0Bojf(NzH79a6sFjG2A%68^m5b-ET#=#D4sUeUj$phkcEG&E;%Y8S-YXA)BMSgt_l1u6Pe;l1#r{5)w)Xf`lVRccZ9;C?HBW6#Lo#dAk?)o87y1 z&UMcB^YPGOsuV3&ALUskGjhe}0vLv;nXAyYgj{wu_Y?yg`esvsS7>Q$=c_P_FvHyw95%@aHuxAS7sNIz+(-U!^198ogwdJo9Yg;L~Pe~t4p8Yl1j zv)buSW_RXZHawh2dCS4nPuT#=_u2=`%`9rhBESP!Q#t?Fb5b7ky|LZ9JRJzN>lh+I zPQ7F2cK#x<^l4S+oPMxx$H{LUSmGekxRPIJ?XxV+FJN8-<#Q2+D83MAI*m&2fv5@5 zRmpiM$2aiAFDYi0qB0?Be!EoltW?F)&+Ijk6Z5qnO82IRhLahydqz{-be*+F42)Ob z?>mMxoUwRsch^~T)nHFF)31dAewnfRM$zEDw4Sa*<$vW&L=@lm{`p<-f9d(m40{WD z_133eMTpnDz~rcA5Sp*Z5`~`56%>!G=MYLyc`T-oPBc92Eq*^$#zU!tEC5o~MLdlJ zMP$xOi(4LFqqUwxv98w2WnHx^>rn=hNS$Isu^Xg9L2!!LHD4poK;K{?lc(FXshRWH z$=Y;F>oB;UEE?UW~j6Ic^!ywHPGhA^^ts!TMdj`R;hRiMMQvA zJgqM$EkX@5#A#Ze7y((yXVKI)Dh9C)h7htgz=vwey$kev&o{5WiCBsn?E6q0m>v1~ z)t(X|*vYmzYGjy2SC_!d|EQ{O+0aA$wrgYX3U|+_FjIKv;*`GaEud0AC0ptKpYIPh zHQnx=+f{Ine(+4=FWLS^KCXB^9Jnk#8tjChp;}1u-+b8oTZ+%1XC!=pt(69`(~dcy z>N#qcNZMxaJiox_0f?&_!$nAqSYa@tUvPWugUbqC4XlaL0}#Z_H9V0c!};H7#lS_+ z?fz zD)74pn?|8=NA-kg6)~7)s%~W&z|_B z$r22|+iwkfFmRX1q4%8)KLn|yTH4k%*Pv~4;ndxdunwRkm93de^2!Il9Qr`7i}QF~ zlz>s#dO|Ni^IM%p0j8sC3;(gmZ%ww!sRnn#ctpbAyV%lph>Ivc+#-7U!oTsBxQM(`a-#Oh^?REN` zVpf(azmYS1-8&2bb`c&hJke@ID?5p%~yf z&r&Nn5Kb%-Y-B~MEBAOeBzujgwe9FilO)62?!trMay(5Ms!7rBC)j*Go^Q`r>0Y{i zLW(kyI9hKT9xe$BWwfJo{=&<}=c|10?0=tn#obqI*#v9QT}I==Op~`}c@s5O zScC4#F|(6`;WfLwwkspv-oMi39NW77iuElpPYT#Cj@98e7YFIu2;!GhrjK?X-t?t5 zjN7SG);6N7=*4hO5JIW|5iZm4vf}42M5u7f+|7S|kzXG$Ui#VZGWQH*Qgzg=KuGCf z5Q|H=R8MfIwntT%Oid;f8N?a*+qYmozPuknm03I`h0*Ts=O6}~-Lj6Ww;JKusBVRc*Qqohfg9S<)%e=G4G~J@diHco%w)13(oEYk*jP9oj!6L!eM4uHXeSP%u^LI zKW)`uv6Qz@N>LpkU_D(QMA}1sC)ghE(G<+56NWc-XpuAI&9g|JS3(o zNV_ROXNyDuF;$&>h?7Yox>LtFfCxr=6IIJI2iyJpjVydU$ZT?UG%BnQq+(LW%T?&U zRC0*uBZK5;5=7r<(+%lEC3olL3#;M!k7o%(l7=xyFIeL+|8?lXQj^UJ;>cq4YaCGz!A*=`L?j?&xB9 zIbB7tw)d_+>3RPy)0M$bt&u>Jo5=Qm!)^#1g`g(+uWIi&FRdj>_VaVtgIPq%EwW868~i7wU08S4GCF;(wf@DQoFKYX%hzG4lZFVzs>H8fG0%pm2dBkq<+^b z{<*HHoHYMrTlxgp>nY3Lrk zy+TU41ejGX(MIcaV!km%AIl3-wNcPMC+|&78*)%-_l|CEb&-X=4tF1EitQ0-Fc`-d zwzObAfHeFPo$@`&oj@&!X=hJ>LFR%K{5mRrNy4?-ClV5yQNfc~k zBd)9}65pfDz%s+5g{*~ePiH3>&_Jbgkwe>d2`d#^J#Wl2Jee4zIzb@qFPjGy36#%quCLsr;x{vu z4E=}Nnm$|Om2E}0b6>myPZC5d(%FP89H{z?Q#0Im-by1U#|M?|36X$D2eLk*=|o=4$R}s>Bb6bJT~by-nw4oma&#` znG1|@DjCL$u(J(9y-|h8QdOF=>lt;P$F~Ca**{sL4)|E#ai}1G3}r7ctFiEO=(5J9FxD&d=-VI!qqw<|Bnzj7(sJj|TI1KT?86y*L%d~X zkt(76PnjGHNM%LlovIIyn@aBAU3E~j+Xh&!zyo#z&MnTHOSaY%!A(}0VO>jzM{@WjGVM+>GD>Y~1E z+DxP8GtaPR&GHOgNk`ljWq|pt!Hsd4OkOA;-d1?9%c!N%pAQcc*Oz*X-2Cz>K zVP^!~Ai9Y|DTnp%{`~s>S`{%;%5Ux`sMM{4~<>or^1yZkQile5J|+uJQ|m=T9>mu1Z!rFf%j&o-Vgbt18B$3&HLTgBd&k9)5Oy2AtxwyaZtW)%Bsr zGL1GDKTb(sxx7tCS~mbxNE;xssTr!8aPZizM(K&8_VygI@^Cbv`D!3Ji}U$+5J5BO z3$8<_Qrp9#rabnwjPj3cS2Tsl3V+SS_RW7@Vrf0GM<{G0yqU*~9DuUyHGi`Xs?So> zm*xKw)E(n-60#%O{7o8*ioiR)+nLNNDqqYs@Ez^XPD$lOY6+P^6oal)L$KaV-OBcC zC|E6!x5x*)@>Rx(6$(#xLuk>ZVn1FifQ4)MQVp7eujlZnSPef#2ES`09rK2V^woIpL*^}Q(Ln*!NL{GFwS%w zfS<=RMgm+HyMtRYyPE#p{eI5=c;}bRQ$JSwpTtAmt}#7Nl9e+RCUX5D*DcOn9ZN=E zMFrp%=n()(VZ|z2%vo&|o$7R7p{6O%UNjw++|i7pTCyvmKL}Q=1ic&hL&DR2Yhk4O zNR(5;^>ZI2>}JrIlEobEJ0yzF(?KN|Kt`<^&VWw}W_D)2bv*=1h^!xZ8GSj3yu&g$ zlTkB5Yu(r?jaKgyFdBgxegoppt#mirJs)0){N_)!&@L!GlPYhkKVI@552BHmh}1>t z?yYbrOU6kdiNobk8&e&LkAb?cM7U_5Acpy&CDwIt9zbqc@uk?3QWpQy0*MtN&s{LDA z^rVIu7;8z1BD(#Lq9)2rR+RP947}%v{hf3=pm-J7iPSjp4+!J<6H2ENpWN7YWXHgp z$Wl~fFw9!V%u%?F?mVY1ds@1wWwhIKQ{>riJfUCV2H)`N|6P9L-YW;v0H|x=3E=hX ztNa+;P2`JTUwX%wkSE;(+wO9FKz`nJIIrWsUr)UU54KzH+|gun`7q19HV{tQ*x?BG z>V8{BN8ND}ysL3ds_z0ZFs)%%$}|sCe#FY1n=@wo#k{e;g1zp?G$tq|R5yQC0Uu98 z?w$`4KuD^EeY~b*n6o>sqCe3jr=`>rQot|VUd~TE$vXZ|qg|P-uMpZQJh*d7Z}=K5 zn_)y7mQ_tR()r)`1eMlt{bM-)?4R*J=1Du?yT3wonDw3>m21Ri9}PUEq0Q%xgt^8wr*&5j*j$2@O3t)c2D{Z#tgUzMplwz0dIRbTpkeTs`+u2Wrd7i1n8#5XU0*q4xfV>aw0)uu+g{_c?pPM6aIZ3%f>Qh zz$`44)H9!5op$AfIWWH&?UPZ?_>9nApV)j$ctdr59KL6QZjsN3*iy~}m{9iF&Rrnf z@Btzxm>z@(L2};{j988O1^sAhB$A6V|J74&wTdeZhyD=<52uKF1v< z?Fe1^Trz#(0c~=&gcf+(77AByIHSHulGT2fn1f!|aZm_4tMU0|BUPs}Ed3rcXDbA* zO;(Wn4HE)VL)68Rk&v`kv7^xih#V-c-w)Khof3y$fiwdZkQRBaXcdSu*V z$S|R(TUeb`%QWeT#tI~X*l5K-&|cOVX5dY*@Jv8=+aQp3fLIJ1)ZmM){r3E&*}rSy z_ZbfjarfT)q}vqA% ze<$gkyGhi*sK1;P^)OqzRzn5(U3$4w=tIZh-0u|1sQ)7J_TNcYg^D^CvntkaA&2y6M`sH zlI*h~z>)ZhvrR=Oj;u;t8#Z28)Q+TuTm1HrTR+lLGaV=4Pq|0Z`4jVcx5xtRB;ezhWK7waSqlbZ6K z07u@_XTaw0=qI$bGh%rd5lVzn5k@U!8-SDleoJDJ@|7ncV1Ngk#71U%_J>>f5TLY9 z#7-!jhkn9^az#sfm*6=92>~Vv!LUgQA{;jM*Sc^FP_vnYiocqce^WL;oPO@p3?eh> zfd+J*1?zNdCan5Fh0DbO&j|JvP;o=yWuOJTx%2h&52Q!&br8_kyviN#JmiPBPjZxC z0Bz+|CSkJ(&}Dj#lZYthN6AfdSsthyL~Ik&pry+LK9`$}}@z>KxH(jMZIFNop zVVR0HUg|?#NxC(}-2Cs)+TL+|gukY^u$p2BVQJcP=OS!8LgN~|P{ns*x|vQUM$w6p zzP1BE*d=7L0Xt?D=UBfy%FU2w*gWvm$Pv^`6-H(7W7GWCH3P0Et0dzzB1{v{E*zoR>PP zYXz39x;EWQ%b6_}sXk;lA@kzt%fCMdA27aowQQevotrDf-Yv17@lJ+4-r>1OMf{S` z&we&BpQ-pqA;MA(&qG=`y6+~hzzEe1?ztZIaH zG>aVhy#K;f@f3K4*+kchN071g=p2sgz@bT2aP?qy#W#=1UdV|`F3)lP8*F&mGoU&S zg3D(euj?+5lk#p6gK;qu=+eQ9G*%(%wAFYnv~Jk9auM^~+|-{-4JBvRT!5QZLWe?Y-c9_|@g-`gyJca1KiXB>t1QBRQ);DcV)jMfh_0{v+Qt-pe74HUF5LS%$TVK8Vrq#MOX6zZ6O7ng*gx2C`<00@a zDwCG_qpX`JHh=-oa>b=nnYOL^tOTa-w}TBNpqGi8%GdMH0@+n!WJN$Eft zvhw-n-@lP-Ph5K=kH4kg7u5zOVzfO2)|nR)Bri%iO-t*(^Mgz4@rdzZHId*9GOWe)2*^Gs0GCeOR*w+T>}S_byj zR(ZLa0OW&aX&fHawX*hFrskD^0hiWf<@#3uV6xsZ_w@a1`P~|04#6+g{6>1sP6d=U zFILMsUp3SgtA+sja`dA!(3%i8j@AHm=S#m9r*Vq{@9UaQs_D0 z)BS&+=R=r#UR+jta_<-hEa(e-mv<{=3mJY3VS%Nv3yyJWDP83$cA2);2o_c{zohF1 zY<-g^45K|Px?^p{b-h`HYA#NkqpC=W-lA-7=GQIN5bI})9S`Mwnk`e3Z=B(LeY0dv zxZuFn!klROw+H;(Vw<;OCBLY~jzN@UB)!KgCF#*WK`~%CMK(Iipwj7fqG+AmmyC$# zLN{9@ULSS=JpKKRA%?iTh{d5bO$Rll9xcmI)99ZRf0>pVUI4$E%&?3}Ci*ISm4Z^E zPKW1#$jA8)8F{{iBA%ls_;LDZ-at?hRBlW8(~tJt${0MwE}OKd)2$XYdlln-QX0uX5vc3y(IeYjDKBcQn@u2>W4pUh?e3 zbuc%)?Cz{y-mMJ1Dy4TvwU)Y_Xg57MYrsYSua2@O&OzHv_L56TIhK26@?tG~CY5Wp zZflB1)Q!Wjk?1M(HoRSQ7hUFS)`RR8;975D&E)If-&vGUdZt5rb-6opWzb&i!Opk< zB3*bxxj|)q90^Kk&isbS;JQLNn&Pm?K8EXtJQq!DLM|76?Q zYwF|b@Hl#zq8S6D!3k?v@IUm%pFwa5zarL^dQ>A$!t`cA7im*FrrQekRsqldFLh4r!_ ze7vO70yty?9Z+Nx{aZLBR*S}D8uIGCM((wxh>-God3nH)5L}5i#4Xb`8;&p;bZ&Kn zCICz>F?$lkt|`SSin1o;@GJee`;1w;sDESyC|X6Y!=M`^V^~=6bI^{|d z)W#x`R5(m#-XsU{%H+M-kzCjp{OV)V6NL|!(|7Q*X*ArQ9dZQuhH@wM$NHO!J$5O6 zB(U$lujcDjl%1hbm{3z>Er`27f)=xC%41ks>Q%@ldeQzN6c06mP8VFtoWn8rJMPm1 z`+tAj|NZTlAuTMG`TRNRn8WCuJnM@3_on;UoW-}~CE#D?clWhkx)IKW=uhx{f%^Ig zz5O!pAYpf>#MY{usv9vfB!nxIul6-K$b5V@IG-Kq$3mChTbXfrhVH@fRIKmc_c<20 z@9?12td+U8lkK;MjEZ9g{Sl5QzO*wWbh#cBLb-lC%2r z3aKV_mmTbm!=A8Aj(%lA4rhEhvsTRCK=dnIW~aRMdo%K;wKSdG6t%_CU9)Va9UThc z7H(y?ZhfC4WAWnG$=X3WY(qwY z5O`F3!JQ`3Tb@SXPZvEuRz^re8!y`gvFHo~nGHRF^dSlf}EzYP*PMzYiK2;{spVt_1AyB-y z1lk^4*~K5O3(92xE&JPW?5@tZwF!~(72P2e-5QvD=5l>ZOCfCeevqt zVlxvCo^%`m$#%cyD(2XA*dgj0U1V{mkZ|(TF5{Y~E#*Jcp>kqJx{v+C)|y&kYgYq{ ze`cx;9Fe`ey`#RiWc4b4RxqqhxO=CG#v50N`_$whDz(C+mms*mtx&d+U&n#l>x^~+ zv6A!HZ-II-!WUq=&a>sidzp|I${YT(W@~_;(vP)Qt2tGfP+cFivwg++4=HMv23OrKY3A`EEZD>4et;aaoep@kKZWLoOn$_>d z^ExecA%6fy< zFF;lrxcGA&!{+vIPLqcWN-bekW3064mDj|(OIG4`O_91hwSl2MHG}$O)3!tx>*?_n z31LGN=Xucqo64HN{;BO-5_w0qK}sT3-0LGURL1fh9a*i6dueR zUY1}NtWPXIDm~~9Py4Ry0a{YoqrsD!{gOAe4x>a)b`?-yw{o`MC9Hop{r&xuO=2z6 zh0;4x(H{j~4eI#n8YJU$iaho?RO$6Sw&jgby zmY6xQH#G`AuONNxPGU0DPa=xkQ1X4_PMM$-c9@ccrD8#>XW9Px-!>Z{;22ag=n)T} zPK)itVhmvjD6K`*Nli!-<4}aM)Pu%ZJo5|CW|r#0azBPb!>jb%vIK=*XfM%VCRpuY zwJ8e_o5%RqIWBt3^^(e43DKh-wMSz3UOD_UY{>>D;XPz(LC4mfM6+Ntnlp{G4wDm? z!W7EWj}V5_4CdmvAi@A8n2;76td5GmX)jXmD%T`Bi&v%_=Op}LVVfJ26RE5wQv0H6xIZYkt$K_#Nz7XzRmk2* z{&M!Ii~xhi4w2uH*x-a`o{PM>b`OMbpPSO!h_}wk=Y4Dk?4_| z3GZu+=1TKl^L_@dI=LrH&{thT3oDzchmeo5e~-Pg3}1rkqgoX8l|jue!K zH>PnM9uaN1$l{`f{q2(!_Zbj>w9TMl2QE(O?p4{ zNHPCPzUvq#Pdp&2rCE=(sH~d6stU#-XtD}m-rsjtIfFax9KSGQ>7^8^>34jLk_Dd0 zv$BDN`r(6Ivi_~GX2fPfjbVw1sP-^s&U9dLFmvlHl$L8GVZy}Q+r~ctBq;?3vl(ip zs1()gQ@H9qSu<-USz3A|y{EFR9|{?Q8V4PUH-9WHVb{Ud?Q+8L$V2kkUAkDk$2`?6 zSK=p2=*?FprxMcjSWhoiWEX{?9wkf3DzPbmZEA^3N>o}1V;qOA5TUZ{b|x=ci9?AE zAZR=ue7!@<_PvNRssqYIqUS0o=r9+D79}?nN!bLHC1whSaAp($uZc4-t5BvVv-&w= zPsdh+*dX!vxhVOO-v@%SihB+Ggj6|r;lg@pmygtBGp5MSFW1(30Bc!1qxIm{{hC=X zra>A}pJ!}(RgwtL!X9xf#|JEEBa9j;#oDsn|NZOh+|6G8hO{)Cyej2`Lg0#H?7!a7 zcV&Fj>i7SDAhj9tx%W`h(`9#-nK6TI#B-;5RW-x{F{_Z>BQORr_*nww|P2=WZ!cawIdgn@o#GK%g@(eF>%oX7ZwVx!ye65=Kq z)hxkAOz8|!WBlIgT-zoVUq=1L*C#%l(m2Vevl$|)d6HB@Mi4l9`NOPrSO?~+9L$svitHaX zl>o&*kP!w#QWs&#YC?a1DuqnG;po5R7V@6VV5~?w&jt8T$8poZa=N8C84gEN7jpvy zQf}2Qr?}ND%Zll4QK{^B3F)7tb3PC#{wQJAgb(Ds!j`Hj2mq53K(zn;K23g!KHwRm z&bm8J9qtm)TGFh~Rsj$b8=WycKRcA|T;Q%)e6m1{>3XK%>uW@*p~dPP7TO$@A{x}L z7pRD32%b-5GbCSCV7_X)Zbf`cnqeT{dcmZ zE&3+v9{}4`mlm&_#kgorBc++IQ<%V1g!fHia=e%n$p}nQiOi>_BpjX;0FsviGdXv6 zJVzOS>BLow6%vrdqNB5A=K8Jiee%!rAnfHtH_O0!VlFzY59>W`P+?h_ii@`Wbj+By zEG743e{!fSE?eH1gFW4~DlVz*nP}{{ePCDjtlh^6D(}ofI_9_c<2dLFZ3Y|l1!vK& zv7aCJAX|%CL0FbocZ_tq+ACA`yO3|Sb&dvGLQY3vse1_&! zV)A@QBQM;_k{3*MXTx7JcyAi}pqhA)-86WQs?&NU`q~qftovir_XjsBFtAK0-M275 z34TC&2oC?Kj-O1{=SUENdOvfI-s3GOueko>oc=)(nbJ;FZv=y(X2#lxE4T9NUNWia z*QoeP=#3&&i8T>vyf)#gT2x0z!S@39|2C}UCCY`#K99GbN{4XR`>7p2spkg>YI(<$ zTeeT~hFh{iU!c)+o(CiI5;cBu1@gN9Omn$<;bke|m^gJ~^hb~(q`$HKHb{FzkS=Iy zfmAW2+LB~&oBM^+0WHB!aN%G=(GwU&Ya3jp&%}2>gGl;X`_XHKLRrlyZ%$+wL*s?g z<%BE6=E`aNMJj-Iwyfu}i{1n(X#5;!vm4e4dC1@+wO2b~1i|i!G;_>T_y9NDITz+X zlJ&hUt7IqO$lR=ZxXGQy!bgvWxgdZpR0ny_2b+Hn>jLi}HrgW8v6ec>&O4GH3)#Hi zPf$4GmsBAq{L+NlTjjXg;0e*t_kVrSe|@1dSiGVaYVWOX~v-XHi>k)2kk{zaW(viT-y{ z71OZKdL7zxFUpkKe(>ok3g;|H@YmX8nA!wnnoMSmm)Dr8>5k(3q=owHphg<$KN_8* z?|g(wDWMkj_HXPU?_PiL+4@BXqO^Z_u~3a%m|7*L&TcWe;+7G?2G$Z{0J9NyG-_9> zOj+W~InIx^Ys@(GHR_%ThT*h~z4NnKwCj%Wfm)xr^_qDAXc)txz2&$32WDv={B2jv! zHWgIm)mF8mo@MdR2a9?^&y^Kx`Y0(h_E{4+NFN2O%fVh;6&oy2qMZZ1LEa%V_}OlB zK$X4#PSse`8J>f6+vDOK(S8fh-xGAR2u(@%XO|8fwwR3zjTn~ z=d6`c5mNd~Y;1(YSCbqpKqp$ZF|Ox~v&t>5`rbE$CpfPP zbLmma_SWNJW#NS$RbK<-rCbrl@dg4+pKe3P8G?n^$*Sp2c_vwJJAwm1sQ{OUjXHZ@ z&M1Ead-hBYnndBGMVN#=B~=o z2D5csX`nA&y?rBdZ%1189^3OTLy7_Myd0k2Er+Pn)8AQ~8$A520`2@JQvR5LBpK9` z(>hBoa+dgv`rS`tR>ov(yS<+;b9Dr@gLynh?wmmKA!R+C^xoZb_QF={+E}L-P}B&N zruvb*h9PV52Un!f%=RgQzpBK>6H+T>i}Hd#H9W6#QO<%$d$lDd%bWacGg(qLnAVS% zjAR3sAcpG)9{~Vs?;WE<=g0Zjbz>3scNw4Fls^^JuQ0!`9J=ATy6A9K3!{ZRNKLpB z$>~4O*W|Q)2@TbSVAS`-Z>bfKLnN{G98i*VVERS-(})v&ZHT)s5!al#K=<$x9oPn_ zzWr%Kz>D7gaoPH|75)F=-& zztI|LIj?z_vV9V!c;_r)Y5S9rC-Pbb7GA1PsVo%yc7rU?j7;lQiu}6R`=&Rq@9V7Q z|HcHDRy_i@`BvJNFWOS5T|M=fpw|q#ec= zj9#Fu*gzLr>VijW<+hvIBRg`VQfjwJ0!bov#&Ros*eqzFEH1NcYIQaw-XWsMS~7FJ!(EyJY0c*CUOqP)eP`1 zm#t|`c7gTQCG=g^=@gSEeRUAa;vtk!0$CV5To5BE^x}kK&$!!uD z4UQW+5TvoPb8~_FgYO!@80dQx6}78>y9={dF5xLZ_PcI!m!>b1cmobhc6% zS5!L2B|(i)`xGrS=;_4fwYr5=Y-5!*_o3XL&Xe1q^bZ#5io@1~ZPpo4=JENC++4?T zBQvtb&wbtzE*maNTP;%s{?%l`Xk#?$-SgY;{-+RqxubVWv(3seeZJiPjdnU)934;$ z>w>6*ORX$LX1@5ZKLjm3ez#`MuCF_K?QZ$a^JN>0n}43UlXLEc9@MT|&5f22zM~w> zu0pQ|n{Ny*k1sxtJzISBUm;|pe6Rvt9})AEuH&+o4{s@d_7!gUx9WBC$;I+`s8TD( zbT$*%I|Dc1rr!TDCOop%a>!Qkz{F+1ZTr-a0X7x@VrCOcyH`3zw$wF^_!4kyJdS~o zD;7c(KCgKn_uWc*d;eF+y6fA+T_q0SKw8y`iP-}>L1`~&0*!(V3ZBAVQS==Y=R|)R z!?dCDLB}Q`u|JnyZDc;|*Tqop%cn1c1He`s4ByWJ8X%hG+K8Ad{L?4vuhciJ8CcKA@poVkx%;aU)JgN`sL=w1Fpf7_E&3% ztohjM(3agrE2)8Zj)HH-Jzu#8_f&04)|5~xsXDg{`6Pfa#Kn=MKsLOat*^R>SLbulSZtNrWwUmqV(p|2em zf4@Jy*y$Yi*R}QdbNsUGlIsO7@loLB;7)7^mO~)3EQZQie>(hbe(!dETgOz@vY5qz zWaxijE?BsIw-2IO!=vn4--SjddNF4sY4Hy|q&8$$1wuJ0)1O}qkFaK{QW6GQXy4Fx zNEf=*y*;aWd_80MVbIFaB)~jn@+G)qex}U)lxyf-Dv?sO@v{ zVe?(m*`k5=3EbpC{nG33JKtUCBgTiTY+v9W4~DjKOOiP&DIF1gB|D45*MvKkf<6AS z)F2V!zYppwV7^;orAjfi>Qb_f;ErO)KE0~j`ORQTD1#4nGIQ}o15&*!Ud|G=1}#c2 zHsNcV^tvlQ=3=baSOr5C(^C@!utV<#G(^(Mt3s*Zh>12uHqe+BBe>nr4jktX#&@qv z)_Lf78xK!47c;VGw{#bt7uK(JgBIROh__;?hmx>{tbq_0H zbtsiV{7J{(loprSv!$#2OkeF`!d*?`%q!B78YMSF5beYICO~Z*%zkQG>EFhxo!2Wu zNSn`RhhaKyAP!m7_!EjD(*?E29-H>aDzRby?zcSYiNH_e3ECqUI*JXcwx-NK;eW+=^bFf=(nwWQO`M4@%ektkG!K*a|x2HkZzNPWb zpVJR|^#rgo`2<_(-L`^M`sEi;dYmOnKLgdF+g}OZ4ckxA(%|&cas$g5j&_5%8cQni z0(=j`3eY3^vi(vavqqaT2k3I;MvSOE0+tBETqwCZ>^19+(!-*$EAy*dFFJUnP@j_WM!Q}1 z7l@?iEAZ4Sf58n|?eJiR3`%g&IPs7K&BhgUX)Hxd#QDrQ*u3SFn$2|PA)7 z6?NX16*SV$dl7i4JZZ(n2Dm_NiAB*8#A`8>i(+0*k7(oc%53>&&lOr0w99!`)~B}A zvNkoZI1F2{Tq{k_@PcfQqsz*!8~uKk12Ds*rLx@GXTJt7;O*Z|yI4hA(Y_+4=?L6O zP3GW0G14juPw5y3-#G}pQGAkRuBm5jy$ir=VL+(#!p1O}w8z!sgi4fH%nz<&K{nuY zEzPEtMO~yPvnOh9t)6dFOyahzxGKP;sCW@MI1-<(2U4?v7tc2i8nl?wF0?;7)_|G# z^TAND5~jwwqF_}5G20++qApKINa33ki)#ih{|X!RKh&UB!A55j0n6k>3O#UXcM;ah zKveMexCNO@Hud#St}ULl5bHJ(|6Ob+ir)Wy`s?`R%{zy=7Sq_-(rey<=aSN&dcV8~ zq!vD6)WS!STKHTT_WyfPTE>f8>wcX%JeY8d30cvUDqVSkV}PT<*(G5JM0BZ0-FhI^ z+u|&Ma4vn0({-B-@db))Vl?%s7qYtuqs#VU+!}YU-!*_nq5vot4-GLkeTv@uz2{2? z=--VgwI9X_ao1I0G0&aAGfU7{b^8gK3G?Hb{_xSf1gRVAt0smKFfl3jZ@HIuiLqtx zslXiom8kK@N*lN{i+t)eYl>s66Sq|y{xN!1@$b&Id-~mukWt)6UO;oi=D~W*k3I7Z zXJsMOc&@k?K@t-OS2nA{$903|lFcKjt5G>>qjmG#v=k!=ge0h;Vo91Gad)UbF=8;RXA6{%76a)N5-N#Uqen;MQKO}JY4@HjI-+&; zb5f=wh#6WU5Nyq5%pfx+X2^Gdioqz)gR`Lyw2seOD%mOkdQMDJlN2mLEiKD}U^kY} z#PZ6a8oNoScHI3glubJ>yS6y2Bdr4?XHU%F_q5L}h(rc04vHxnFeF>>Q&w7P`WwTo z3myWg>}m7o`0|jjIRS{Y8ceCb&Yr1`Ci@&bn@{ta7)Wt}u_W%%pobMy;h6ZUVn^w` z2xFXQ#5aai-V#O6Fkkft79g#n*CJi`k=nU6uEIr|u!8>-nPDq`hPX5b8(G-}IbiCx zx>UXzJu>=xC{GkZCd&Qm*(dV1BERy}p&05-!T-p0O`;GsE$c5E9b@ zPOp(m4v~Ca6yo^8B>O8bA$>|xxak2C=1!ehAgi*UF`ot|rcPClZ7@4w3y@zKYGqI> zQ6d!{)Rb8Z4ehYsbmcOx($2d>z9hfP<@u0K$R__`oW)28pX*$l!6b^uyo6blGph{< z2C@-MnXHu)=tz{16I%UY(_vb{{Ay)iWR0LT*cyh^EiP_$wa=y5-g@vr9P{*JAfIth zVFGCpPgmv3tc6RLipfX$t$w{U&2dpZ_FRexO+mZm;t<6YHC92BbW*>Yr$s5^lqy|v z51&zUetzpbkUN!-ObkzLc!ViR5&uaoW#9i<(|mf9_Ahmw9-F=8?D2n0o%c7Jk017p zh!`PaCiafn5o(mi9-%dAZ;1${X6s|L#I9A;re%(8w;4@T6gBnlQlnrP z81?_0I*|?pH>f2%Ik?xgoz0hhL+t0T{uC!CG&k^sot=}@)kdbwQbM;%#;qq zrWmM#gP)R9RNevz25u^Di#WhoOA+7Cd6rpqP#{S7g@loEI*wIC7HrpXL**J(Ko9pPYX$y=$rJGDDVn}2N&GSdqRhaP*w7Be8*wbh# zq)aP_hNSM@p0-fJ5BeMJPbDJL>ga-F6g4Yc3bH&~TcWof4rlT_1Cm|ZMZ85Bu4#M~ zie9bIWVDC4wEr}iWplJGB%7*wPrj%_H|Bl}Z|pu&_1K$zruGmsVtzNQDW?&)Do$Va za?{b7#DyrwSw4Q)D+oy?tctHSB=B8l_+qvI|0y(W-{2hcYw!m-T=q@w-@_-X(aajV zN$XBu<=TexpO;X+zq=nu4ejGWty3JbbYYYcKJJV@BT2$rr6m&tX?|M>HiF+nkr0kq^CH?7w?UOlHpoei zSvJf=Yx&Y&+Nl)i>|>gSTu81wNQeAh$~E^GMOIuN=0S$Rl@E!hSz5U1ohi{cDi*HH z8mG-Q+exa-8Z*d!3VUU5%VeI2%Sm@%>gl2)dG5;z@5rrb0b4ezooNUwuj`1EtaeIK zM&3bviC`EoG@R>>)h0H#`80xr+?>p_I1L5h5nDQiVk zSL>VSdK_@1{*e?Wku#+S6i(NIFoAEp%@(adtkIOQScA_|$rW*4-BCGyGO+g_Sa09( zpAgOYFXL=%@0LiGessB>9BwqJu{-kp$M0X}iq(Q|o$H)f##+0~{l_@@zb$Q>hv6X( zpAf!G417ssAp8G~CcpfK@bd`D=#*9sA?!bc0>%<{F$67qZtO=0eNQR`?*}Y~170@lLIJXIf*hRA5@3 z6DU+EE?)wKtl$(vYi3z1tR6lQU0FDFzEq}pnjrDaRzL}iGgZ#5MByUs z#VoQ$KCVNxvvL@?^ONZgZK4#RsU^hNMxAMarU6QRWvJm?e_sU(P$xUEIX`umq#&wV z5m#VLXT_1=hj>h7d!??h8%s@~C(}K@{{|qP#}D~0Ph_hlQe{m_e) z%P|5J%9D|^4H^ZTD?jmyg|OsF7lNiwbkUed6tgI}$fZlJ+}4*+hJ&7%>MQKxHHDH5Ehx0rA9K=#FR`I{wzwPbh43=!zNXX+MBo}52dxI z$xdF0myTgqH-_S~tn=;amUT<-O}e?K%hPC@+;K8d%{2CuJNIt#`EH|QhN{E5H?-s+ zO&p597DRF`sgmF$*stVi3F1PS;Rcy6%3Px4@8ToVIwvx;CpIKV5ABbWfZdx%QXg=ybQ;i+8U_B&{E6ZpHfW;TvQO3 zb(>YsCL5=G)7hGTB-*!v@#mmEH)W`{g-aLqRvcYnkvtEWb#2;CF?2Ldni3#bFd&DQ%~T$b4eQSOYUlPCl% z;IY$~Ft-J2&GUIVY_Og)UChl7Q1%}26AFo5rWq_rRJoyotX@g3SjfWMr2g|u%V%-v zj$tnvvb3tO1`EWMbH=)teodd&o#T7tjvKXhl_-UIxvq$xrLw#hd0R-HQ^8c?1Y>N& zm{St~+X0i$RPXPT*=(;CG-WT@dyeByf7gC(-JdCF zYD-V9;HMh=4Y7ziV)tIveV$ZSknyeOG4B^!z`iGkgVy7`4jjeJTYP!xu#N zp%0EW1dC9kHNbfiZyzq4(PV>}K7O3r$b>$ZWKZ)mu|U&u815%9A)Ura8w4=LL+fC1LM(Fs< z(&9ul-wy`)ii&uZ7auN}s0;7X@3P<49DVzZhDe?{-?WpeC}~cJ+uNEj>&ugP>Fd(i zb2`bl8vgHY{9UOLOMCUO*b(Q_JN=p4ruK?v@?Vl&;kkpBu6J0_Lz7g^erSXbP(S!z zc7E{T|2T5Yj3#fcI=WK-efxJc^_*{}b^GaUjfoNaR%cDMLv}z!q)_dX-FJ?|Mm`B% z41zR(T*2hpp0^_H$ungsxRw+!t+)7V+o)wNz}=}DiY}bRO0$ze*n$Uht7X5Ya`qze zK!i{`iieY*&=fbSDRGuzKw2 z7}E<29^)(tzqhwB}8$Y=v< zQCa_GPR`rx*#7IY+sZ;h{Wb(}XOS=`&{CNx%Bz2434hVRW8&!$!x1(50z1kH+S;cW zlS*;8Hp{5=VaK$VK(^V`5ZQj0sdhCD68@`8Qi?~n*e&*4TL#8{u-u%D`15u9y>!99ml4N3muUP9gnQw#EKv8a}<2HUOmCamUhk>#&au} zjcct7Jk+kLD}5@>#Iqr%RKbrw-Z1r2XQU99eZ9<50!H7!+#BOU} zqogV0nLYp6k$VHJjzl06oCki{o)%Xy$|!1ljS36DvrMg%46Z3IK`Lf&@_mu3El6T(D5HqN)LFQI-OhFO>3x>wrk}c9`Lu`- z;IyTLI1#58lu7{cYH*IQyq}e4Xp*1`lb$si8%+a;^gTWm*??U!nIcjh(zU zJ6bN5R*D>qZp88Un|idVB&J3KCK#WO_9s2RZq$g?Pv!B~ny=QbS$-kIIzm}y`tZ|$ zwIw@%4JQD&tXQMBG7jw?0Y-iBuEXMb%Y|wqN9=I+(W~jh7oOyuxJL zS_4vgqRMh|AoGo&P$&2gqifD8lhzK|m1nrfHILQ3ZkM{fM!REslN5&8ER+aN}0f+K1oAD5;0dfW=Fs0;&QI7#*jsGBZ~C zU}}`si@qEifJkPe9Q-V_We9Q#?jQ?2;Y4$ny5S&j7)vg!rAXW^Fl zMX+I8ooDCmeniwo^bgw@|2 zzE{;oB0oxWgSTFjs{x@j7dzc8EpA;SFTvse7_4CGy;2_|uK!beClsAxPdtD9Pt~cA z@kQ_$M*Q*60L@3&ZIqvxcz5-)Thm-Yg9?Ghp3}QeHM<5v^5$DVAMLu_UU!lT7)w=H zn85G05#NQRW;~78^o2})|0Huxzb1&Ev>kr)MnonoRZF=t^wDueB=akEGr1vpn7Rgv z@9@ukd%_u4z?VAWB8Y@g9G3If!H{vt#^nR8t*X(f?`ChC9TU+L$->-y^au-nW~9P) z9E}lMBlSH}kx*e>GH+4k(r#C$dyoQhksAQ1dLa?aG0L=YL~uZiSh6nS=gfUMq7sgb zQ0}E;MoxIq!H=ykZibyWmmhNnuxDfaVFX;?arYd3X>AKb>8~WwACn^)C6r&t@x$uM zm8>_Jqvk=%xgNGKnh`Q77MG{z#DU^kk!I{4Wo2+-aQOF%mj4@1ziLB#Mf3eofr4J=40^crGPY zg2eiKniq~S5?LlA7Y^PGNoQDQ!NTF^F?1;vqdDpbDhv`i{oLhWu;Htvu9$vZ@PrIy zBmn;KXnI&wyD9t-63MuWv3OD&`@QFi>;R?1x)a!}9@=b{P!?a#tV;-z7>JQHu_ejj z+gdeZ(;{W@@fMOdS6V9+mWX|5Cv2)Jxzn>5N$aj?8x#Mw>XUmS_Pckh-m27IxQN}cpQpr#) z+js3&?$(mOIlx9D(qtl~f#7T$RDSqfz2c(7!&-gY5tkLM2UL&?z$jfy(R9dNNMNWy6;NzycWGx6iW*?#8J!3X<7m$Rj&1MQVS52 zr=5FBGd&@bdLeBMBkAl>X);A~``1Njr;W*Ze#CuEz{mK2Thy)jHL1c?v;!Z8GrMb73wPeSZLRGhzTOCCJPi;~ zlPn}MT?gJPi7QjS&Up94-z#LCwl0`wgO0Vt79XX0<)XUHV?qelABxXIC^zB0-4(dK z^4Fi;8T=b;6C551hb&9zikB9MiKWWIQw`?z`<{YniM0hJzy-WD)y+`l1(;Z3#{1bo zZX{#6eg^bYkJJM?8czA#;2d$lwzLIMmm zm12@_hQ52t2Z7g1vWUhmav>P7>HvwQC0u9=0;hT6;oyGELUqT95rDMc0|g}0A+=fo zy1oXaz_-FXzG1M)?J_DKM@>2|Bx}AXpf%1&r_#T-lgo0c6@g=LyebE$fZaa+!f4hj zMUycBQ9@F(Ksis)xZmfaUnvy&oLUw(U2-tFx~xsXu=JQFn3<=j1TJN?=!9E+L)u5im|Bb~}*biAhizSnRO<$G?Voc5VEi@Sw z?$PK=X`7@nDtj5>Br4|c^}1h@-QB!@a^-3ngQ{Nqu=x6Qlv0Nv>GpNAF$13!91@b3 z@-On)ll4be3tKrdJ^wCZzg?2P>RT`D ziqCEDeruim`RLnWY@R4S8?=#NnR$k@zqxiOOdYe#4dJp`JX=$4w^VLRA0tU1%Stuk zhRcT;T@_kU4gwZTNGo=IA$0w<8d2aT{lHX7kSz$;Y21d7rq`;`VJgZ2ybf4zO!##3 z-`%^;uWh2JEgY0GwB|V0JvnhH1$_e)^$;s{dNa5F5wACNaV6*`(at*@$T*j-4inzN zrBiooR-O$|e;h$69yXa^pdClu>L=4&mcC9w9HL-z7N(AZNHGkj=Pj2s*VgL63#tW@ zS>z`3VaAw#3CGc~>5Rs=AVyR7Xa)W3SOekefqFFl=-Oin>KuSfCWR(@Y`^Y@GcfqM zwQ0kUVQbcd0kXtLA**Rg9pQvhw!bec_dskfR)HZ#4jU=uh%c0_u*`lVur8*`EmN(^ z{l8(G@Jq!T=@kbSa@%X79EfM6pFYRNZA21O&om7|uiBXQ6zY2eInEvH^;}_oF$Ze-U zZGj>gx@x_~RDD)$|5$_!_-~x*Zdj4~;^aZ8c3u)KC891f|7I^nyAN6M!`P$TwIv=q z!Elo(U+omnwQy`Hq|5_0$(=cKlYhM$rrxSn1X?Qdk-!T6IZjefvypES(YN1o9Qh}# z_wa@lZmhDiCzMuOPbWu?D2Xg+r*o}H(C&IlZ1r%VxKq6EGHUTatH2Sto@yRL$J4yI zS@8)|Y;vXawu(w@`OyEjv+Ay{F&9FgN`o6tx*67bM(=*FngqU=Hb3Y@#+4c zo>X5aODCs#9KDU9ASuaQ(ZTKR%jB4?Bt6Y%@h!WW!ZCs|sH~i%R%@NeY-OXujBZ5Q z>Smvt+X9g&MvuEd=d#aU(==I&+da{pULSAK`5gPaGBT)3-V$6K&yG z>a^}sS(6m}(aklm=}YB@m15MU@kHOY)jy6vWn! z{S5O)pca9{KmvzbT$g;2mxB>(`7HC0fG>yal$8jwv1aNKqwqQ)&&IgldiUpX2SVSm1hLLsHxlhh2RF%UaTTyI#ZMObCu=t2 znA2Q5X7mVF_HN&{s(z15d`_kA#cuuKx<^Y(?Qw=s`=@d-1B6j-yoC{Gp-7jmOhr-R zJi4FJ=!8XhU3)a%n*-wzGJ~t)f7Ya5l%nQ#M*yoN#d|YV%d}2pw~U3`wu&{zKs@!&<)^m4E$g~Zpy>_({I5Kw+v z7iSw(L+6tfd4qb?+W|_Fvk_XC21W3vcSgHmK^{Az&pu9)A}taC$PAovr@X1E2V);4 zQPW+#-;htiJ@f{+nXyiLZo5nvpdc34Qvc#b=-1WZbop90iBulTWZd_a92XI2I?xqAhVO+jV^1`De-VAf5NA}|CRJVEdR63O32%qrt>4F_<`e$ zJww-~vqrhus}sq8?>~9WM(jA=lnuwaZ!iA4{rrC#_Lax@+F||NYnPMP^aQgatleSQ3EuQJthv!>Fug zl`u`WGI!CnuM-#No_qoBn6K~B?xZL0s2?g5NMoA!y`xNEjEt(VP z4{J>dFFno8S8Gpkk;!?26P3~rET(izFOdkE`rOi5Wp+WN2JO$RD(i<&TUs_1GKB<& zXzY!J;*?}tN+XdOR8#>hGy$>fBNdt7-O+k+^1-=G%+v&_hWrLMQH#1XaJEYW{4~Rn zh9y6)*)sKzDSX{xVuv|7E%q4Y+TT}#Q#x?0jT;bP>KSHt)B{{jkE42$+cgvnU8gEB zNK6;?lN;d}d@1aEmUkCvtPn!whlCh|AlG8)+jOutwV`s{eClJVyuXj*Z~n>eUG4BK z{>1l&adEgIzM%YTKjE@{F|6j|IeRuKu4>Z<0rY_-+|I*+D9=v)4;3R8 zF+?YdSrGn$Q_*M3E}*oq=G_g1Z{hYhMU*D>nBh9Xg~`OJc6iiKAkdpGU$*S(W67L< z>UGQ!4KxXO-3aa>0iz;Tnh>@9B&t)Q*A|MU6#J}}1sIq4vUnkv?S}qbs3rTu1U@WtSzR+C8-N- z6*D@Jpl?!9*B?$`G7;YOE!V%(BuNvSGbPnSr}hQnr4*I?D4G$(2l(8i)Ez3khN)x+P{{;Mt_RGydjLPpd^Ph!OqXYQ9BB-uaCyKW!xZ~tP|_vVj) zu!YIV>vIvOj?T6}tFp4bI-jq6jUaxux1ybB5BRZb>+Br-@gTF@MhMWnqh8p@>{;;q zps@U!e%%qx5R`h)#!^Vz{B-1LzxgJRyA`04eZRtGG_EMA2e&_O>V*eY&oj#P{=|;= zo4l!vM3%(>cL=SnbMK9Z>TI7?sTbVLB==+b{6wPf2S3-G7OfDC^!qP;=ED;uEmNiW z>%rezKNHr)Y=0-HaOQdm3Figq13OL|j81eO7s23ewo%@C)MDxi63>YfT%DL)%E7sG z26ZchipYia50X5ogpvkwJz70DTRE_KxIg`Yq3=a!CP;sszE1O}V$;Y_+uipvU!KZ0 zwmSu>JgD`IqAW$T1Jd(%*;T}F%GsGCSA((5lcc97!?bq_+37VfeaIHJ z1O;17sb-du3^OUE3|$H-jY0WVBR@k9$5O5_D?;H+t)l>7=?UV{+j!Wma*(jq&oJAR z%CQosc9}$>OP~3RJ+Hqgpsz>7pvf1pEYEB{FSg zRESZhQ537Ao@MvPaY8_8Gq2u7CUT29hbn}R`cum!9;8v;wJB?(FE(!+Do)ve_Vp}f zO1Xbv$KN+a0jU;m?x|Cu1s{8L+34DIu*H5{sG?=X=J>5MJaaJ0M zVR-LfFCwkuho!Ef%*%B2^j;EC1XU>GIEiaXQILd{5JCdo9K0c6!kQBF(Wyd6 zNC`}|fb3vtp*eIz6awi|OpKo!?)I(UI+jujzM$f!r83(*V1mh?$QI@8- z=C`H~ayxPB$8BBOTc0tuI`%tvrlvA9J%?>g0j9Bq4(`*8IvW+eH^?i7k9-d?&cDnh z?w~G6fY?Y1EHzuvS>|4PTNOU|sU5o`htDf7G{xehJmOF(?RLp8vW65l5j)S=P?8nJ z5ZrW@#R3DaNtW39LrRF=j}LAfdmZcEA9tC^+<|~HGmNzP#yO!zPm=`8V?Hxa2^OfKW@z;L!Jpf zJ~Q#oH>oa6GC8dssWessGC{R&8#l$(O%9bQ`3rxa`RvU1O;vNR_4dDcll5%hFp2VuT~e zw?$cvA<~6;8G=wB3zuZ7-e;sYsEe_}@H2rCZ3^hDxJI`!T9^i>Db9(0&?(9$-G0Ao zIz5gjlcy_fk+#IfVTnS}ukANhjf=}=If+{x2o3tSdcrd!2g7N9dN}!!!v+bN<@0#G z7}?-_|L<@9zwJ*RE!a?>{5NmDHv3?KZ(D}5@Pvh}6LP`H56_(j45s8%4O!e)-~N=v zqY=I&*zq}*1VvqNy~0iNR#;Tsx;k%+c(|Qq{dP>>ah2ZosEl;k(Z4hDsd;SS>#vG` zdDy&x7OK?>D&O%h&NGwMnq6Zb)?ZbNM?LBPX#J9{E;J$a^SgJAT)Q!jUXc#){Krfs zi;?pmL-v#yK?fo7k*s|?Sh-5Jd-bnSySDV4eHxX`O&d@uE0z-6ka>YtG-;?TS>Uc4 zfemGY0pw@Q7uvJa1X8nc3xaZ=mVb7fy-o~uS+kqx?j7`e440iE>q>8vxzX8Y$0PgA zu|0NKw-&KOAMJepqES-KzLl={IPcr;l+UAbGN($K8cYweax}zT=)7a_*c~SR{01|gI+qRV z7y(5PZbaW$g3IsZKjb*n!?)-w>WV-7TDPeGPdI7Z(vZ~RQu6jprb~e0xx>;>klnDN zfXxg;gm7L;$%X>8`zJ>u4*M?Bcv}i<@6<&O%$Y@!Z8~b6TjtC7f_~P1jgE?{Z@_0s z4spi;Mv%0`L=GEG@hOsd zV4E#KQ^39~XQd}V=4+2qaR{s@Gl`;f(jvVr%K(2z|n-D)3hNCwrwom!nfvH+lS5 zeg2Mo(~aYtBDZ`Z?%!XWi{K6Lf!!fI;I9k^m+G=vllI@Gto?M|IU;rVV<+CYxZs^X z?0&a2G?mISNQF%H@=YbjRnX@;;$=|IispP+iURgAlwaof#Q)Qq1h)h-7AUMx7{5bR47As@)T2QV zE#^@+Mrj`@sAeGJqWAV4e&yFXV~)2UJL{+4%Jl|Fmt~4;eJ9-JwQkgY)G-s5&O1;H zHabxACLomEGPLx}_m>5A&=2Ro(?gVyyDBk%O(dD-JLqHlzX1OGOlC!MB=XB+);vK< zck0i|qK&MId(fqhhVm>_>Js1CGxH!1y`J8=Pm#cmH7k+dqT&HXpFu9O@BAiYLHjU6 z6}D`Fu~9X-gzvTAZDw)Dmb2DeVO&3_b|%1G+mEh?N6}B|O==bfKmOxVV9vPera4)RH-5O{ zj=so+%yKr^Rm@7UDB?^-rb1P=m}+hnGG zbMxd9xcLq{-J!Dt(89J!1loP+yJ^N_)MT__kT7T_kSXQQ$UW(;19A-g<^A^)~5w@z3bjM#qKY<#TM|&wc109ClOHBLOOZh#jYekneWmuGD zHWZowDaloNl+Mc%&-kI9(MLy}5+#1#F-;@wHQ)-C4=#9$>)ik~$;#_8T7gu{E<=}P z)cj7CQvGgkoZogJdOlZ30Zk+TU(IQ7&x7`{bUsm@ z4L`D3^R@cgTVyetvA|W2(&aQbvy*was#6X>5gdLF&SHq;@wuypS(rftAK}NLRq-x{ zyyHMb>a{fN4>c@2H9$WS91g!=PdPXned@r5H&~Gk1(i6c{z-!cCBr;?9|(UIqNi2} zCr)1()4KwJF{uwxD-y&ukmaDC-ZQ(qXPx8ed6q9NkAL+2=zZ@HIP<^KeI1ZcTXhgM zIheprMMix#{$*r~rwlI*p_I~D6w@!Fgeb(I)4s`!CZ?z&lAdmvkKqkTDzS2zb$Zrp z7*JabW33kJnKnkMHQsP;1f9%KaG5C(3jEu1rs{-4)t^?N7LIj4MyB~Uh5P&6?UYiK zsU34VnbENN&3JD|^e&tV65_8Jm!r9$ZKT{1J%Ci#G+|UZRa73;iJiE3QvqYGd3^Mr zjk(h=CLkCEtf(}4c)ntB+do&nKMkuaGXeJ0%c7u1_9g)E$ci!B{6{q7ueJU6U0MKl zEtPHMj+O%Dxkv_y)13VOcE+9iUR|t^J*2_JfA?b>k$=9^0=?>#9meV1TLr#bKK=IZ z+m9z2!Dj>C)GyB>ZeHE|cil&oTzj-qZTR@Z^U+y!LCS-j2BCUQm1A$jMqp+ib}#-l zneUF&H0-7Q_3IYD#f#SO{1HmuZ2$iK?tY?jH*ff&zW?3Le-C5}UJ86bebs9O$Ru&J1Gl zcVRZQ*L#vpP?g=c){4)2Ob>kMrSYS-wSXz-SC?uq+<@121_P4G* zZNd{MCSRI!$lO;WF;7hc^@yDo1RG3}?Hg~l`m4c%C^7|j##vlk7NH78GF%st*lci$1H^B_hE05O9qA?k&qHzt z=(pL@^AH35DJbT-P-)WcbI**oprU{PahH3L%#mxzaM%J!x_a1i$sVjPA)KL^b^PgMw_U5x9XqZi+l>t9Ksqsaa7pz&N~z5`FAQfO%oMEkqL&fa(7UQKMA zuZZzV64(jihcz&LO4<2X(vAJ~qziPhOwFv8d_N2ORJR7z&(|flYF1XYsb#o(IzPV+ z8+TLf2a8jRg?j%-L~4$1 z{OCCPk?QMLuM*oG$P+NhWFRGi*fa)4mY!h^Dhpc+os>2eW;1k>5w=muK&$qNt0ZH! zU4Z#3*S)+v{Rc=W$iV1gVspL(AVM{{S>1WZ25DS>>JEeiuCM*fpbnZa-_3Ry$Vz`-17>I7L&Y^(~_wsU$!?BZpQv|n3&;){C# z!Vu$^moHzEd*f3cHXYI{^n*}hZo(j+ebiQr;6U<|1ClAAIPfLNd5}ETN{z32Bg?i& zJz0>~Ip6l$WqHf<@8ply0p}-m*6-%742isB!Qodo`%)vtu_^(3U)@C1_*65-3Ox$- zBbi6|%KfBV6WUFF9{NW7o^t+cUb7eS6RNGq!weU{5Wo3z;^=Sw)lZq7`wzn&rP{RE zS*@Gb_j8~Ae4paG%dYtO=x7D5P8_Xo-NWQR9xWR(&G$r!UcDoIZTV)7c}r{Vbr0yQ zoasjXcRnkI-_bl*#jiNdiQz~8GmdPbU#o{jL0@1{0+I8R(~3?=YHe$sjGWswGFwt8 z&K4U+uCK)|it{Ud`i$zco5-z?E?e%AjTpktEBC9skM72PL$4Dx7cdVs=EX58s6`i3 z4)rI5rmU#p#WZu-bH6=yURcU|XfGVP3p0iOS5r$F(9=RWANR5r!=i4}^PT+{<+c`wj4Qv4G4l8--@KB6hL(CJ zIa>Lc7M(x3BOcR{uJP|dE3RaaN`)_Rnm3=4o=V}qaPa;vaZBK(l3hCNSa(Rk#@w*A zTVSwX0gL{$A>PThqDeJ1TCs}_YI2{nCZ!VdhzSnUMxW>DbS(LgS6AlG3X0o-Pg4=N zIv#8hwpCO>50H-?ae9}c<)KvIjHB;aL2hg8nB2&tlP*i1mU*KfSxM~aHAO8ZD3zKY zL({#T%~i49|Ct4d^qbB7#6SCMShM+-HCKMT@61y!e&MJ8AEB+vK+~B%57K=_J=%%h ztskj>ILe%Z{s&Z{UHji7NruC&dXQlmy+2xuuMWzeXzU-pcOGn(?IWI~?l)Kto$Sc+ zo~^5ioN(quN;737W@YAWpl=%0M zidlmNHketVwg9h)lS{+ApV@cm`305IUXP3-8LotxxsdL3tH`X}0uU_bCSJ z|1pTXaFu8T1%Aox^}`)yj}zKB@kgTO0vH)yX~hnj(~1omep>2V6D|6dvAkILsMYph zq`LmkjI0mp^BsCeY#odlRe-V~N)GF8Go`+YEV;Iy(0( zqO4|gvs9a=NUSLCDEqT)_7{(CL+8x^q>iWUn?uX9JvrLv>@)}`q z4JDk@3+%6F2Y-`{8heqW`dG~|PRO8(bO2Lh9zEgbdmV5!d9rbRgO~f;D!H&- z?61hur=2kpkO69h@nKZA64~1UPML91eT7ou6;be%<|?3Vf~s`be?>6gnkhS1&R+PiK9B^}i5{oj=msrMb zo_NTH?wh?Urv7|uL8c(gG=NAx8J1r<%ShCf!X7=j7OHaUUW1I=4@n(Q7eiJfx#kpQ z1R-1`PNt{n8pi?Ck_t4gHOK_{oqLs<=t`*&O%4VRql;ymfEO$7Ek-TF^qDySoqGjk z10{#lOn^+$BdZWfTz`=o+UVOyjX$Yh3LBI5z{UZZIK%s}C909$ieb2<&@ z8wRi6HbQu%T>meF(1g4^L78^Gg?J|3SNqo@v@kR(Nuic@Z1s?y?r#EYLi%a$X$u=;Bky!0I)*ez=a@r4DMdnMFh-}N zQK=y*B}hw`fV6apl!%Cki1qFLe#4%f?K$VZuWO#Y91cFNY>$I;ue`XEig($K2BH*q zFUz!}j($)p8))d9IDVq;eYCkPQvaM$Q!7pW(buFn27z;V^FKAiPrXOu+%T?XOTI7G zAN|4#N(u!4%~VG&L`2#(^<(@#7{ut?F3h|d%k;~F#bnRbZd+smiIU#p+29AZSu!LP zPA^ABe(%j#KSwMa7^BUUXX&WOnywHa`5^B_=$%n|z*1((*YAydI;;35DLZv6B1R0P zG=>TPPO(2z6*9MR1Ey+-$_M6YygHN9zlq)`{>fCI#sitHAEjfp&jsj*_*Am;a$ZS% zn+YxgvDp==f6IKD=kPh!FM(v~-+TW=Dw<1Bi)NBjx%;73--f2I(L^SS$g6J&O~s@V z!6t09lmtS}XLl$08*NkSg*_kbDcTmTbH*(``WBhQNXdg|dN+@zFzzD095qVx2@QvCd$=h(w{$DfqGOg>)!Ir7!;&c!6mMeFP?11?L< z4L*PPu;v`R?`!@%k|sPO?XdfH(?AqlS<-#K_K4%n#o+V5XX0JkL8|CKZ|lxL3i|93&+)6%O|%lavAVP@rlbUZuUl?wwst5Zpk@eolZ-XD*+{Y|LC+c-zEl;%eLYW9*!j|WS`AHM>F^DHB;?ZxH@#Q)I0B8COQG>QnXV%zIybP1 z^q}V@P08d0u>807LN)1BvaL2MkcwhZi$HYV*L;Sx-)4D?=>!crSYcG5*r-{+Uf)`O z!wUKg`!ObU!n47QsM|B2+_=7y zFJxm%PbbI`B}T-Kr$JUy$hcpbfqbaoPD?@0i~)+GCNhHfz%-(Dgs1_;P|DglNzOgV zu~mh{sGJO&sGGtbMrW^y7;$Is!?sR#AX9!cP9||L8m+4s!s%=C)hk@{oIN4<6s4Y6 z0*ONw(+F8wtp!cAC}LuyVlJN0zzh5mkh+|WZ^0iXsKub_+p0379`q9%bSFzj*SW{^ z(}~*wYLN4nu2oesd|*|XkApLsSoyxun~in{4vky-<`O2MFH3cdffQl5xhHU5#guSn zEMzk6i&ePSk4&En(!&kp<)y3LkxwTa> z+l!uHuwo=k(Gcaw`3*jc2&lwzo(4&l0DUkC1U*hC%D&7YoEq<1@-#;BsqxZnD0Lt+&Y<%NWYJGFEM;oSat)R)Vu-;FeN( z=pSdtZ!zkgm$oG9Q}@MohnaG8~k=81%(tCn_sY@@0*r z7fS4;*~ThYx0I+(Lgsd4JiOT%`o;Ah?E^0_UE9y8Z6y?z!eou}w9rZI9HS06UJCAs z79T_5}WHP^y*7@%==gkFE{cA;ky&ECdUq^*DtLF(aBe){R9Lwun zq)!NufA1Ok%H)HK?dnpd_OIRJw$$ z{t^bFW!NJ=Cz0$_clxFS)S~DAi4>Vr8d`lQnR|-&D)pyC15*Ukr?@!^Ko-t2Lhcy5 z(%tPB*~ne&?2p9ni)}3C0!T>Tpb|Z)=+}I9QiYzJEE=gq3)sy-#b4OgyYx~A#T zsP==BCjH1k#LygsMc4VaS9{Ex7s)Uw1{gCKUd7(DLOEa1>M^d#I5Rc-=DKb=v6%^q zE{$Z!N7xkif~+)sC_MxvU3b?XgZRjTyBCDFV{hM@Wx&)svFe_EGo)$uDHNVxT9HD! zdS^0iS&H>epNDr(F?xx{;~fXw1hg~K%6*^p0EWF^tV3~Yln}-6yF`~D5G;<<{7V_g zz@-qK%q#vgT=oaRRsqr(r3*{~gyxJO2^Ri8ODJGL4T~1ECJ9hdyd9k(!AmmKa)eYA z?%Aen&=y(#tuA|EVIdNI^04CvQuJv+s*r}?1%O((up~p@!yOW{Pi{?+rt55IesOE^A~?`IVwuJx>UwDD zDh+WzkB5!%2@#~aGePYJcF4?NvK*^go{3$ZMxe*^WzOZiwM7hdHLO6?r7RNoGO3#w zjNIo|^vB~&E|5~!%TIdR_Y<;i$5Uyq*>fl1^(70_sw4R@6YP|sI?p}0E(GhlyYHO) zmj!$Vap7p2fjYe>TpV=tX5%0EYv)#k&>}?jL{T^A=M*E+cQzg z3~(>3@)Ekel*SbCXAwK~7(Y(PGP@u5`DG~yOZjMyM2m|%zN%q^q1`KY-RNg($ zT-oLF6d)9jvz66NzdsdF#-z43JilkXL`5~(g@j)8DeF;Frl;87p^XtCA&(B0bfszY z2oy?!893d_JF2N<;XsZQc*C#R*#N#Zo7={i+e@TtIr15o)20xO|9D4O&+CTxbc$#Dc^dozmkV*1JrQ5jj{huNzSaudW^sA+cVI6~;QGt1Is4!L=Iq!B zZW>?P?Bk}1yk0i*&K5c9g=A^^k2nAR)IIuMO>U7HIstd?I{y8$ z_xW<#XY`X|#eWOvL(XOW8@h2q`w@bsP3H+=DebQ8 z(&=3Xys)W?Q9^eVFt&0wA^>ct)@OW& zJ&VEh+Id4U{og2MI5Y+5Z=jAM_NUU#pI#-^g)6*$|Bi*as8#b9x|hJAoDGOTco+@c z5Ufrdx01mr-l_11<9un^(kn0rKA~~gbL)d3MvYn?dn_Wseh2!V`-5}zSBuG zD9#S2Xm~+_JiKV;&E|?YWO$q`*bk3lB8gR3lwHYeX6;_O;Us2CFGX#=E9}If^wL&k zu=0EW^xCQVRZQ*7w@ju0UWnaK<`ZR&p!7V4kKVSzeGPlLNz9dHGK)$rQYAqR+C4~( z@BnDG+*aHGPg*N*y*~#S)wW%;=OTTQ>Itn`#DL9%2t1 z6gM1ZS4b=Iig5=)qDeWL7=9zp_eEoUEYhWj(ylG^eE>QEh*sjFFx{Vya&YD3PIppK z!|t$GoqBFVVLAo zl;V#=nLtTvW}?mlK`)Z^`_DOZFjEY8Y`iF?Is|RfboR%j_@>F9g`qb2apc8Sw(i2> zIKV{0Y1L8e6V&y|Zyz($dLs30U@OXxKr+4ORNQv{_{bIcO;ETbOCgNLu3d4k1%AC% zXtUA>(9niOahb!?q4gHaURK{p+XQg3f!bB zHvztB$MyDACtB}art8&4U%Y`=41pr=nLJDhd$GbDr)_{wEwl$@O%{rIrCv)duFO!c5B^O2F8%j=#H<^C0677D6l%8q zb22n_n4;H>f9ihZ=kg=^dRGv;qqsxJCpZBtPdZ6a`Kbm+)7RPSC%p{A9H5Ae}9z!Me*br z(&1g%`<%wDNtDP;bBGiSU-K|*^y}ZHYI;qj&pNC_t6UH6-a4=ntUnpGKX~1+t?#oC zaMr~X&&4Y!JmXvMSjb;3-B$@$%;r-}{yMNwRb=;Fjl1b~J=v3KRPTswYCWscW&ni^ z<)-tfBd4wiy(NLj|F`*BWbXMf(8ZLNb<*LOA+XwcC6cY=d&`M#pQA0$AzZ2L^XP|> zQ8a}^%!a|a{H?C@C2>}8S;kZKC~tR23IfQW-gp!hA&&1iRSz50sjbP(vY}|RuU(!g z^JC!(@Q`Fj=73Na0fBj3G3i3Au?l}NL`L_@x%99~QA+GAk;&U(lSY6tQV#Trv}<(( zFL=UcwyM*lFyQT;-5QYXtcV$1b8dYUDagxHe1#d0Y>vm|9BCKd0^r54ZQneBwXD2Q z@OiriRamMFoZmc~Ej`D6r>M$2p`Ti(9Z;xqU>hUZ#*(_P zJ+ijilakVkkfwV0>tj@dS{dM)W>b)Pf_-7XM|SzIRCokLheLBop{1a)d_aIQyoASl zC-a5?8r_@e>Ht+eRT)`zacoWlSLEIdFg^J?TQc~ArEW^gbu?B}QS~P43T=w1$SYLt z%xlT*#7u?Am=taIB@)u?%gr~JwvRPN7|J>=BvWnM(((d|drhyh;Y_FUJCpNNUekri z9!^`_mU}erq5fdZs&?q_whUd{$jc^CjRw4(aw)CS2Z_*}Y*v%o0Na^o^gqZ@><6tC z0Qsf?pI4BxlRX_EwLm3>!h6}zl=h$3G;S%OwnVpY@zv?$}#*bE5kD+hZ`4)FDI*BSd1nPtw|xrxyYj=J~G4R zo2RXA(4dD`+OlAfWH1wz<0{#_bu|Tl)mC*)>~l1niZ%ZufERN<$joh4$@`RX+*_Pc z4CBg(4X{?2PMP8b2>3mG^wnqZ*81Sem7k>ofA;^|o9pWXLHzXeIz|-n6xNVjV&aD+ z4qbyIwuK_YG)=?sZ$@SLN*2;*HVIt4_fbOfLhNW@DTZV5`OKs2T-D%2iQh}#9f92JsniNg@Oav?{Z>K)Za!s-$T3HF`#w75M+ zQDI>vIW#7_o{dZ&^3M9|xxm8|5k|q350lqr#ejQBx5p0;=81V$9YiK1WoV;^$RZH^ zB*Hku2RdGBVtrLXs7Zm?mA}Y(FpB{2mnSwmWW}#P`dPF0#s1PCc|9grl2+5i&lB!h zIcufI5P3J)!YxU2Upu6^uk*G&WyN1*dnV+xL=s2{f$Xo6P;90pQyZAT zlF6Wao`uk*oK*YDNr$@uRiKT?> zsGD5%a$B4<=`cvT?mnADwk2WJ_>`u7#*>9C`b6tx zrWWabZw0@ib&F1A?30siE8AJgzH)8SHb`0hudHooiPLMt?!z_Anr(s7O|0Wn z<1=*@pgqHUVx&@kViX&?UIvCn>($RmMdT|=X50m0n0hp3Tm+IR zEdeNRllciuWID9h@!4|Gm$ToZfn-Bf-Ot}Mq>hOH_9BV-0w-5c0T#>^grdKytQ3&} z76J?^KjI(zJlYvydY=DKJ?NJN(nfLdnqQ1DJ1KBsm|t7?LZl4pnN9->~+T~S1@ zKpRsul09b_J-vwnCMp;PW>`u$h>{3)E0WzhK!qkXuWCV1;k}z1`WFV<1fDx5|HP&k z9`?))bK+~9F2g>N32#1TT$B}xu?Ba3EgLF^KTr&Cu7*;mHEKjB9|phEe0|>4tkE4Y z{POX}z4uL_55L82?2Pn~IYt#5W3Jb9{>mb{N<8+Hx5}M0`Ht$8zHKMTlS_DwlSTAT zh0}nf2Y-L=v3dMB{r5P;;nA_9ShJ?oe|-waxXDs|te~TIZPpR{!mV-WE5RG@GPe|a zGrPAGwy0*Rn}1|qnqwo|5DQ^gtC{+*l@|R!UQhX=x5Bz%y8p^;x03qzmOl16$Xu@&4keV8mz|+XL`%s)(o8xl zDxpA{DqNA$$anz|(VCQ6dzV#Hmu>iqZFrA|w{1DMSVZweuTJS%z)_OhXPY18=px)~ z!3&PMpHC-9;${ro?_?kqiY-+?@)btk*M#qHi7@5xKaL+|g+Y|3cI1+zfQ*zRv~>4W z-*i%+)dAv%-R9ok>gsA&Ha}XoYD$V7`a*XRDS9_Wo-B~lW!1D40S#VtpnYND-K$@j zajVDlhF}>}bdu0RjNFpCs%Dv>h#M>---#{1!x`!EDYGu7mkj91=gqj49g#qHh=9yx z+PbQ~B_V${)|8#pE^EjU4X#m$DKRF=+X+{R=cVN3WB_31)ug*(H({>uq|A1Q=;y*7-`qKhmT*WX)jpk7p+9u78my8iQP zNYvoqEOUfv#koB7L)(vH^U9#xpJ*a86tJ8uzdZ>>kvve(JNJ@vJBZC8os$nA@vr|G zxq}=Ts^4&q!W7ls!K5;W+{wy+#NrlPWtaTj>9M6l-FXw+pq`TgN!R^DwjVKRyR`;# z;&4?zdmK{HxjMZmt=$xjb%2({u~q%CqV>jM2Vya5rT!dOz2wNRrvreX8|BJN5OJ#G z$Y1JyyWSfPGb;|JP>}tyZw;C{Wr&dvM)Z`{9;j*5UJu9ySTzz+YU+m5J`b`~40HIN zjqU3dXK4PQonNDP4rlyq6Ow8-!RtLoAvVGtEHsj;#v>P$Bl9Dhyok4eC~{!rdb1@> zxx)pS4=QfbVofI2q#`s>^z2%pLpXpqBF4`E?6=j59?ea5)hCE)2qC9=f`)~7$%&yF zy&3J&lCM^1xv6^ZyT&0k_|!M>ez-(KRYEdju+Cys^a0^JA}GS;-u&6?W4F-GFAu-` zTHVvya~XVn#;9jWT?2{c*5M>htrojh|Mrdl54TolrMtj>q-c1pno}#xSTA}sNL)I< zW_k$r_}XW>D(0QZZu>{Mp9Xt4?hxFb&!#(YuW}(7Q#njdZ^--BA0l|noW@PDIeugD z+8E1b4!|hX4>##Igr`$7X=r_rt`I!u;`muml3qy>zO?E4>ivN&P@TK8Y~#u>o|mN? znT{4Qe14y-9)0uY{L{;h$?}V+VV z6Yb9(W~ZJwlUn^6VLP3!*9g|ky z80u%yIPf$_;z*LqCK$6$D`+pp7sjQ4GYA-Ukx}iGBJ#>k7kDr$0%PBl9hGhu=-N?Z zI}`g*wr%w}m0PI+??>MIeAVFe#<$4`2GnGtxoo#4b)5_dn5-zNOpG5FM~+5jmrbrD zm&LXh;)9t)DJI7#-+>w0Fk&}KiYlf+n3xE?vUMG?kpp**XJaAc)dyx#r-@dZikBHS z0GOO%RvMxQM4IHPm-Z@Xf$Bf2^d1jS+|V{QkgQwvP~Ge~EBQ2hOqMRa4n26p>dnFW zBIxPswWBv9{c7w~in|GHkI{4#Bb00Ml3V0zasQAqcW z?h?6Go_*Ng2)lR0Rh_2eklEO=ax){a9@M*~tW!@1vB)3g+5|sIamo@Yo`BPhjY}8? zuF>sWI^D{GrRYPxmGF0S)7%TH!0raR%?8@dr|=G~IN)IW58tFTIMf!OQ~S(zm|V z*Tc_>i`DUgXO>9OCIcd5G{xdb$HR(*~DWC^sX z-{d@vw$|>vSHZ?bVF4N~88&!GOzn!d3oH#m1XM$^_uFhdCbXFbW}rBuVZoZZx)sRv zXXh>zb+o^5v3vU95w8)F2#DoBNmu0Vcacr<%6V+X;t`RO;iIX-Jap0i6KLocn+K)wJ5+^ z)BLp#BX%d685j-9@BkKnj``w0rPeRQv}@n(3V?px#>Piy2KDZws^XC+H5Ow!cQ>!w z6$kFCeOIYvYEG8%-vMyeS>Dwc5WVO4K`XF=?^l2O>Ms4I!d9mAjL>3M~SlD!-v=GVUB1&|jCpbzSZCYxAzG?IH> zbu3>nF&?m_tW>H^uvpvKw^FBs^-4c~-tJ1))_lmiOMZ*!j!gfK@QR$KSdgH_XLJgiG`BoU2l*Dc!-h=J|t6n~;o9*E7hAhA}!1wVNw?cg!`q%wpjfUYhXAZ{y_; zlYyB!>NZ5^cv0bFp&+I}Y;Gk1RW0)rBzWR7L$~&By0ulg#)Q!ibCj`nCp*ICt(UAMaUVs;H^>I(5*=cD#L+b0VV4$(&Yu%^7o?tEjk8c`?Pn$Bfi*3vYMa9&WiB%}&dSw( zM#}O6m3U!0WQ7$w2TU-2l+G#F>}Eoej-))94QZQi7xuAFEl-3Sqx%%*)NkKQj-j}* zdfOno$9shDYA}|H8H7S<4?=E{j8W$w1pZy9 zz4@$o6@%L3BHUc0vamnC zVdZ&dQAFz}6_86`z`^?7vu8LlUBc-5D26Hn8$(KxB{nnrOii^mvHF|Sy~^u6QzxTC zP{Y+$1urD~%iW>30LnZCyAmQ@VfKJ$U7E*8j$##bTZD;^t+kaaeVRQQFd;Y_f6OIL zMOmnhv||y#b>01?pWoc9!uKr25-Zpm`=vk^`jyzcpR&&A9xgEz^>IXh<%NRC&@)`i zQQ*-#lM6Kq$56Rk?B;Uo9@Sr&uB`{>H0a94*TviAObT7X*k7H091p}HAINeQ>vxN3Z<#73f@w~6M4&J(6&y4uBvT-~dY?pC2X)7vLGLR?;DW;6K zg#{igeLynCx=v#Yc~g(HM^o#LYAA_jKU%2`-Syd-U7lf0g9L<@f$<{ zZB??#S`}BcgOwr-M2X@KKUSy|%v}_W(N-&AQMP^pGv^V zHu?p-+t1^+J^npw?Zt81=lLtUx^RcaQCDpfmcP5H&_b9JhcTBNxi`yg+tvfMxSwb& zQrI~H&S@lTcM7?w7$ud;ZD301q48ad**siNPr%*q*Jnb5KUB?R+=ifY6hWfJk~QZ# z^4dX|j}Sb+f3!q$tsQkElGsu+QPQ9xm*Ek^06e#g4VI)T6jF-6=G`Hnkj={n%$9n> z!C1Xm;xS+8zF=Gwx5>BYtt?nNR-@*j*d>%yu?_4MQWi~8azi2bL@oUoNo_0C)H!_m zJOW~+;N*ch`SPDcRHD5e_<+Wk%o}`m2Jx+=Dt5( zVVhthOgafh7P=^=r=BSlSY7?s`$Stc>-B`UPryMTBS_!$A@n=$N{gg~sxs}zncF&B zjHO$5M%OLJbhhOtwjI57xx`T9r}3~5@#zU)@h%c^p`*JPz&TPyOW}CUchhT_BJtzb z_Q(JJzMpGB`S+I28bnEfI21uSAanrBp!wdfdx3XVgs+O9J^dGWv(XT094;5>;CL^g z)>`kw&pQAzo#clmVQIRr9yQ#_|o6LPhvsDu82o)3;@8EueDHK~@8G^ub&=O>_qdp`7;m)VArPgGmM${z>QB?P9AS zxE?-#a`wUK%cF<8%tQ*4iqnr&3!9&qbg`pVQ;-Ll;j}jX)l%+f&o-GHLK-4t{^Qxb zxue->0T)@oREjQF1Xbqs;{}SA7-+jXX^O*TH2D;>ncm)KQA4SB)F>W}%2Zz?z0hT| z6X>^+;}<}zC`KV|-X-%#I6=o)@R`VW;3p+cvHdv>wy&Ce+?*Xf<=an}orjzUsEio! z6dW(+UNeFf4+UR-q5h5Sq04+9^iIPfs77y*nJlOWkw35W2_2>5k9w>hn{R{Oie;YN zmgcJmYw|=X@9tCd<~5=!TEk&ECs!urIo10cpNOCZS4V?F zjSZTGBkpV9Gd+Pfu4Y>K52dmwozs$=Wu41{*`xMXge2NR#B7n8`ZrA#LxK6WN?tTN zPvTLzQ;MY^9o=^%YeVDR=r$7C0z{55JJW zcroOj#0|9|V+u<~!IQ3c@v)+c0NIR*?8SftsG*7aQ#mGh1;KMG>ROk)6T2Jk_sRQ? zcHO=qse&YWq75J{TL&5uem3;+6YY`_&K<%{sSKSU@^0mb6%$=d9J-B6EL<@tsk_FP z%y-=u0S$Ua_i3&GgJKLetRKG^OaZqP&k4k z5p`zudK^kJ=##H(?zfK)e9UT@C#;Q|m#F{Tx>? zbDu$s@cc%k9+-bO5mzr1%=EUi{cN^y4mN$rWJEc@7l;R=r4Bu&*AfYEOPv7C~R?JwI8ZU3d(H+@WMn=kS0>(T*8G8K}hyoHMH9XcWKObf4MaW8K@4bY&_%9*kpuA&7ssGJ+fl;i5$&#d%{=>z1x zC*t)(9ur9k;40BZ6P}dN`<`8b$qPI#;iZo(80Ull6+y3Qn(lABB`k;k{MrO~Z1(fs z^?%DE!wK?{>X-vvAiQ0w^3B+`tEa%QZ&ynImRQ_gpVPf2IUDc{G^8H~zi ztoD2fQKHDb0gZxV^gKJyzjy0v&HI+#{=CTiD;sp`RK^nT(5f4$HV>GK5x)+*V$+QF8 zHUFVr7EXBtv8%0^a(DX4pqtje%TINOUJ(1N&ie1jtwDSLztKP1yUn$Dvk}>}zhP4K zKfbt4Ou=6IU^TeoQ98Azam9H&hsqgi({=~<*tp$gb%MVEtsaUv`K5;^aamE%vcIBJ zB-f2oFntL5u-8>NR^XT|6iWG`it4*75p1d!(;y{E?rkuap&I7D;z8Ep%0JFOl5Aej z4ID;9`ye=k`mljBWqQ6*4vJ{>j;5eiCHU9kjumswADkSNY zDhedt8B^9tpXF8(R?2vV^tnIg`RIu-;u>W+u@(5Gf8%(C+r7GGigq1d97ToPC2A;` z7bySJ&NssAG04z`G5IAvShWVLhPM#?T%o59_x)t;vT~l|zm)<54o!iIJw%yOkb3D!i#n=*2 zhPpbi~>!|qE^;R+H{?eC})ctJ)nE_dV6d&zYZE>=wTUmXb;;E2eD=cQVl@6wS za)*VJ+F+U+E3!ApNU$}U_GHf#k>wO60)&;*bE(KBuk`#UNAckagHbH}LpNpXg|3;b zjOih=%gS{zlTSO3G|IS!7z^|eZzo9)3iHCeFE3;EIK;ubY=wj@6yd^!yN6TIvTcAt z(7OB7?1Q2dH^P8K~x(N>2HPWQPVS!X6!-r zvqc*#@vmP$eaXL8MSKrnxt0vdOVWGLw@KP&+?Rw^+m_3WS+bve#Fm#a72tTSzHH}@ zKUJN%5?JZd5mFa6_e|^IG6NVES}33u!M}9L-`%N}TVE>{ZP}lXNU3{<%8~n70CSV8 zd-J#5T60B{{F!vp?yg<1SPShCcgJ$ozWN?l{{LZJ^J(O=B+6f=<9kh=g0Tcc(^mnJSCIO zw#yexZ(E#QCZujv?r1u9OvT?W)_gW{g8kHf2~>TU%+@u;7R4;4YZ9Zu9e#sQ3s-t^ znZSACKE-x0(I;U92wG!~dFlNig$7U)>T`#Z5z)1mzjfvKhc>0bq>1~Ypi8DgJO%It zv5yfz60Tq?Hkl(x=^Tb1quC9v8cesd zG6b3R+VpteD_0mCtJ5D&DrDrCE+>;aJ}vpBcSn)(%gU4}cdKbv8)x^1y^BB zn8$d;*ur}EbT}(^_Fbhpnzr#F=_7doAQ5XZA}E~y;B9QCpZ(bCZE-GUgGD=kHO;7s z{SG>HcmdVWK#y3^gC>i-g3&~ud7Kci)a1kPU*ZYzLDWHD5ZZ#<7TIWZ{|FXpy*Dex zvO5%DXn!3+ZL~S*?Yh7jWN8Hd*f_T1s10dUGMRmrDGA$2O{sl906Fugcuy!P&eUQ? zf#gQOPJZ_Y(L}`*xZ&U=Ee#z#ou0t?_WTj4- zNy>0y)@ASg##*(9R9PD9G2!Dxp8<9=m>fi@%!lkMDWEOc<2s3k{y*mtu`bt~5gsF* z8gfq6sxCe0+pNgco z6u~jFV1hD2|0U~FWVkkMOflRKaY0w}6pm7QL?B{fGJUT>!$J;@s7m$bnY`(T=$89L z5OK=;!HKw})) zadOKowHyDLdiR|6!jSa)wfo(!?+b^+U&xlnKX&hZ89IdnhI1e;iTEP!Gfc-3_UGqo zss$_E0hT@K!hwFGzKmFzQJsoKXW`d+2V|BRdMi&sgC8AJqfTI%MDg)_o19GL5D%Qu z_}0BoRm4qpun&J;dENHGC~S?pGXNJSYxpaPF3pdRO%@0rNN#BQB zekCz&9g$)!ppcZSG-VG!#&4%?Xk*+o}pcq;b~Bp(`um8y@aVBb#eKIEuec! zwWc|U>1j)-#3WQzTbAQj7AP+(-?=Y?l!>)+qz4arsZd>^dtEs#M(Xw zt@P$<{fn44gWoq!!lRQ~*lYEAFr4}T18G(6()O(~uIjU{Utzaq^SnVwV+oAF`=GmN z=}P0VtlEM?*Ztz;SLtJL5n{Pu^}Qv#WzeXtm?t= zMp1AM2A?sKA8O>m8k3u+;bV4lsh1N0CC8`h%pHyFDxj~^xWsiSIi0%a(g`$9oF>EI zV8E3bccmv=69fR1LfWXBSHUN$?RO~HvHk?J``8CA=>W2O<;O)EQ_D<4Bip4n-otmD zLL>Xm?Yp()W%Mi~uWFlGIi*0e}y?>nk~22E^2cPbqK+>4gYMpm-;tp`BG8zZX))X7<4H-a6-f^I|Fl zD$g)0P^q2uwo?LrMk^5(gF=D4wRPOq=JZ7S5VL~X(#*hIzn)u3dLP%GJz73c3-30J zq%SJrxYA2%Ip|pYVP@l*``R;Km`N6+nAZ3t)zV$AjV0MuSGXq_GHXskY$l7RDL{N2?~UH7874ff zKo;tEjUN3_^DSB!6dv^IV)Volfhsgu$S7jtPwAy)xKT}MK?_aKzUcGnnMHD&xkHr! zJ&EJ;a2wNn^-ky`H`W|W9!t$eWN=(>Zh!RWa-u*jmYOh|0myFdu=*GB ziBCPi{rjKDpMTd{lPuL5fmgzo!~({Lx41%Q*2 zosehc?ppTg-uC;Ylc{fa64I^Y#+QPM2isWLT8whzpX7M*qvT?H>(^5gY0PTV4DAd! z#i)Q&EP70x=TpJ76ndw z*Cicu0E6$EWt_Q#&b*~;B$H^J;K!J-rM`<7GYa*6qp7}!^Re4P4%o2u(>~s zCMu6W){Dw88;~6aB?s#OCgfQyU^6&WllNpW&Hgm9_QRu99vVAII5rF(0myF0zvCU! zZbk>(dLJ}4@batlBUk6DtN|)8S;e-pB~(O;GfY~&O&!%E$?4cspOm)_ACK=m#0e?L z1d4kD#6S;L!~wZuaMfx#DsznfZYnd6G_LKF=CQv5Gzx%F3iT=P5d<%S+&}jepZ&2`BYheHG)#sD7I2ibiP!;%v92f11k+G7#>YHXUP=U<*R4W8e zlpoW}=3I7M7OOpH(?N(&`fw5{pOZLIyUhLXx%@HqZq*&9yS2v;Mb+7cKgU?Fg%7hQ zjD?t2Cg4CtipzWlE9!f_o7}DnJc9&UQ@BfzP$s@lY=yq?&{Qr+^tRa-W;QpF$4(bu zoIbZl#z#_)swdrjcmm3F$=Fih=P}UJ;SP|YNY8tsu+e@m$>5b-zv;^LI9Y8`A~P!| z=cAl-&na`LNeme9xI>U?+-OtQQi?;nP~n@awv5m~PvI&TL63y(lz1=kG`clJe7iwv z_kzYC_H%m22Spk0gq<~WAZWZ*` zbzCxqQ!hSoh9o#)XXtlZeSZI#;p*?bMbCgrNDp*$I@6n@)?Z(ODN7p;)n(A8H;~r} zTnJc}46j}sC#4OL>m2NDb{KbdW818n=Xo8HKWKa4%Kg`uUMHIFt($bH!<# z8Anmxz|kX@!FenXaF=9-_99am3zp!bEFGHU?# z$5X=i7YYCyHh$S_Wb19kM`6J4`@`=0;3MW|?iB?1bsFvX-uh`fAL4taQ)@T7mI6Wd z$A@1S_Bt0IXnRg}IK|Y4MDqR0R*PvU>(;ImZ~Y2e)4k=+pK$!5jpAhH zTYOL55oR~ zT^yP4|M%~0W^K%A4jZyC=i?mTgdFBDCJB>M+ME?7%Bj)}%h{Zd$(bB-R*KB|G;&Ch zL(WAdN~Kc$_W9oTAMrXopVxIgF5pHphkQ9&Qqq^b@$;J6fOvS6#GtBz%H<>azT<+) zHq9~t7alc-TB7|_PMcSDb=#R0Bx|UOF*zh#bH+_XUg4Eg_o=df8IHG z`&zb9|0AU63Rf=(G3*P{Z6lRtW=AeoX~#v}n>{ncQ^oBZN46=c))W9{2ww6N)1?yj zpd=r*PGNCZsaoahp9#g;wPTp31>;)N5pSR)Yucu%^a?odyA=|%-KEC%R?~;&jB~@) zqm4z498By^6q#Gik-X5LPiuwFu*uWVffRY3#-!V0myaL>2i zVm;$_Rcb|xnthCO5Vm+BKnwwAshiE2Ox$$zKa#$&m~%#0M!5ard%PH7P&sBw4s|V%2PC>01-J^H(7s=9nitBDVNSqG(L@A zl~1=tVD-K>n6xOMvA^Xo{ha^eIFYxJBR1?x50!&mSsl1H zvc=NY^ZtMVv@4`&^2T8DKmbJze#z4mT28Ymkj9JTzG>tUPQNv!(Kg^;nTdgf!zJ%s z05St~E8DE(lYJbXFW&}ts=@;fi$s7@Ntv7)5cl_7L@l{=LgrAtz$a=am3K2~Kv=`g zL&*BpaP4}$>}#FTvG+v)9EkD_$Fjr&IbKMkf+G?JFz}3wE9?@i)I3i9CDVf_uj*dTW#MTDESm`S1mLruPvoyk+~JRJERBi5)n*=3mgbv+0T2d#yuO|HXQbv}}Ratz0l1$6uHo56(!sAAI`c!;) z+a)gSA!uG78j$%I!~<oI7TwXq=bTyi*IXi1+t+`eydt_nt(T#u;SX{duugt#Yh;lY28l9l2+&pML`yqez zCzTK8s;&@%wIZF@O}XsBEB8}f)`8rL4c|0L7{SM`Wso37f`wV^8(p2#9F~Iv;&|N| zx}uUvK-o=87)@AE7)-ClwY};{>DNJ|b%=(Oe8`4fh-Y@Qf|L?8M*Nw6S5fQTDV@u8amkOxUeb zE2y+LYz8KLKH-(}j@kKufcy~^ZIp}`RajO5BOSfMu+CBcJet*DmERPFRr9IZ8E4OP zd$l?7J7)G~h&>F73VJ@=reghht-8*;?^prkZ+Aq&Ec(P?}&+h=wCJYs{o zPl!~WL^kz`MVYwrG}wrHRcXP)(5w81>))$hcQ9d+5}b_Mil8r*j*cOlcBq;l#F59k z(b#gv+DuVI@PWn}XQy=eQ?mHTebNasyy$jwAMQnZUhfP&8;N2DJ$Q50(UINq94<&W z`}6?j3Kb}hRTD>cvi9+f6^`D4uXeRUUg-ThsOq7I>HDp!wSE#vh<%oDedrlKY|CR( zwab&u$ANJ~pewPbw|TuDFwbN-hWivOjB2W-7oZZQy2Hbp&w5PVihILWXPvGXw|f8b zkLP%gRrWOJHY*NVO1%gi2KB_W4cOxIF|nmcn2qt%3UFvbet=*h7^dl_130X`uiJ|N zI03HWC_yck5pQcV-8 zl8?Os+ZH$bfGB3tl_(u)dgMhuEBOo7sq+Pc)zuhq)Z zT?>`YQ-2A^EdAU4qRaEUKfVsXL@W*wNuS^Lh~z$VIyH6fP&%-;yYb$X=uNnCpFJ)K zdxH(ofb)b^eX_m$TNBk5=hbmK;Z?8WGZZc0gAdpWeIN=(U*E+>?U0U^z6&M;tBHT; zoT%f|)lD}qw4N!iyV8fxL!v)}FY>w1TazjhEc8iUxL6m-DAIYsR%b~SgMm(f;-xV= zh)@Ese`%cZ8qo9S@B;!pSoMda3c`&!yBc{-jT5(N@?|Q4A8qJr@V3c8IN}5^AUa#K zm)E51OZ>w*wp)is-=tBCXkrdEq6CU7P?=pNtMoD4uVtkxC7WcsCN7Hwr1PUw*OG<#;8k!K7@EGCUGzAo*k?14&w^GDcWIO#g%sgjx=rU z#xUwi12ecUc@=Eh6bQ4B4JbD@+hDH}JI%iE5Tm|Zx4Z;(DUvnSfN%-yg>&s%6fU^+ z`-7l&;qkWDQ69Xsd}g98nP?;xuy|vKz7Wh|yQx33+E!b!G)>9>NmV-vOska&$q$Zw ziwN2iXHV#bQ-mx}l&o$^|JcR(%r#l@YHI@sCnb;>Bc0oP<|@!p$Rz*-Yf_N2FIPpN z9>wt)(MdJXEfXWTH+~n_H`7aNf2AiO^Zw4SyjWXKJDop@Wa>?Vw0o&8wUS{-i34{iYge6#yeD7n%n#Xa`>ZyErB<-2UXVvUMFXwjj zAm5isR|T1VqtEU8W@Tq*0eUE})|38ua`nPa;fL7z^{lv~K}%k3VU!VSOVUOrK(wBs zA%ShaGgl;GfW}jeNt34fhw3e=x`;G8uqPCt#K&5X)~#2+tL*tlRv#HmTZp#U<3W!= zASl-jQn=>tKaCgeytuMhi@YiOv~)lT-sWZH%F`oax#_`+(rzQwi#uo6yS;Zl;QYKw z4pG;oek>XCCmQ(ACtfmFS@5Wn(d1TuY(voZ=*T*sy70W&%ydk$aN0OGI#{sP{uA~0 z`tDrap4h=^>;+*BRcjJlzdjE;u%yiPN{Bz}&TXt!W~Vf%Ut5i=h;{G?vZOpzKft8R ztEzZ*SXJGCF^j5LgIZdlXkTUvuzwm~BykA~b}-qk7M288HJYTXh?fGuFIOM>& z2A*a5nlAG+(-BqrDqOV9F-ZEdHHT9WsAciN5c!dT|K2pvdxjBS9~ z)ot!-=}7Vu({-5S^~2_L^f`Y^KDl%*L(mRZkbn5dZk}|&4?p&KRJl>QO3bIE{MeNz?MYD=_EFME zecW*t(R{Do@BL^|j*iiqGXfjpUETXJ&p3E<9+d;|t4CNlo`t%}2}I?xnwcz^?w|+> zrwl@~^MsZ(>-@Hqgvp!qE3l+vKgA2Ex{DlkX9w!f)Z6B>V`@#Lp@2M2_1Zp?Ag;9n zmQ*pV5|`q)q5|E?QUxSG4?02DSH zs($923<1qM?EU=jjOOUX54T4u4P&2lnojO)T?zHC@7v1-R*28;vWaVzd!}(2@wvUK z>-F>UN}yf3`0_*9YZKLI_wNoZzqzeZ9We)XW0cG6#d3d+uB0nb1cDBe^>kiy=7Iv zy@oVD(4R&T{G{~P1gsr+UM~Ia$GEWe&wff-h=bc zmXnv4FP56Wj}8B_ev+x*Q96^$Zg4hXoUbsZH)jTcyxqAOkL)#?$KZ8k(&nYAF@pJE4oT(5$Z>5lO*m7!Luege}z)vdzE)UeoH>J zGu;lJ}t5-g-%kE%N4!kZ2Ky-D%RkkGeu3$iLk_ zc0%UOb4|EE1$G(Kj|paW9sT`=L$``Ot`KhdHp?S>_uJRdk-w)BiP@hxRlBfRV4kY8 zKUaoaJ$SzriEAZ1Q*Rg}{W9!C841v*+D!F~JJ3+)~M*f;ib(qWSovmQqYbtHhuWyPdEp&q{- zX~i!ffXqOnsUzQvgF$B&)SyD_p1eFtn}8j^E(tO5T1x@hQ)3mDAaoVrT&0j5rd3*i#1v`Hxa8*6jjNw)xr1mL(U~E=B!} zgD@%gq)HUzJL!6LjN9pY4kU(P{__@3+kH?IM^QwFriz)Q{RojiJxs~WtYg{igI&QJ z>Ss65c0EOqcPOd(fw94__vIT68wbOu48!(LcIiZD9;r{wjQrW2D8$E3BfJG2`QKU8 zP}@u|?YHo!J@y0CWt15^71Ss!f83n(8Z9}+7QnI9c!uOWxTN$ayyXue#IY|^UXc~1 z+TDn{?&4SB`EdQe{yM3JCXQ|E+V9zl7rOpND7W?40lw~W$RB9q2YFl6GpDWSAKb6^ zo^}8%TLjcyZkD*Qtt?>?Zyd;lA`HT8=iTu7(#Cf5GeQB01e?H=JJ&~5oyZJc(@O5a z7-xqp&x9dwCiK&DVE=&bf!YTRMGH0|q=t;^C-)*XP9eU;Hf zAENwGoZ5vsm$TA+vnlS1*};0MP{^cR9(#(39p5qVZjQs^@*LyQ+8GN z$oNOwHBWJsqZf*>eszWvU|Q3GF4&GKwE^|D6N=zLF#D{-jp5JFVs^NYa2GBtn8nc!-&1yWM(I7stD;| zKUacG`yq^%s<%2J2;XO_on-)_&{6M-6N$aj=mP=W5E-wV`}qsk%;{`xQYQL#+b)D3 zuckAT#HDD^33KmshZk0@l2hXX>P;>{aZOM0eHHuxZaZEOTbKCI@WY(dyNqI_20zuA zp7}ZA^+yL<*8tPB#gQFjBSRZ^^HLG3TX~gu)}i>4-$fHiaH#WHh5PCvyZ)x$K5{0;=_P!~g|reAz2q5lLRvGgQ|y_1jEELyC2|(#!}6wV5wC z^~0bBSq25!0vV7zEMs0Ac=9}}#XW;N)L+O*RW=7Tqt}f8h&O%;zLE`y$%KU|REd+a zAHBX-2(rfLw-a~m%DwQ{q}aqQpp=xB*~)GAPFtNJHexjCOCbl4>I zazGf2bJueG@ljlW7>I_8nBrc9_Wv zL%FE;)=I}%$Vd)jZ1kjO(U$ZsIhpwyeVbTR9zCCJ3j6K?e1~ZLZRz#4{6K`$Tt6Wb zV@6sh@!LT#ixw?_8CLZPQQvygE})MMo7B@H5aS$vz~GNn-mV|89vuMKpCT|P674&c z4ovzxUIMIg^a3V%fPm*X5QH%nl1Q7X%{~YPdOp#*JrlWLuU7Z=?!P~J zpSxOrE$D6X%i8!Aet*CE<;M%r-+}Gm=l>M{XN(Q3cwBJx_Jpa0`sFJ(GYYErYT4UG zN>nN?`VDG^GrtK1+P;`}f-6InLqytqTF`|Sxs1M&*q8B%_w1Qj2ETUH>`itbv72M0 z3Lsqs0tja^nrM+Sj==V>OU2|Lh+@}c)key^>ptajb7@aZsYd*HXY=%wE1^tF{9-}# zXxxf799}u(&)o6XKN~#e#-PF(IcQ7vTr+}u%Df4cjN|r9V1VZ}Bu%j8?^2UBZ>#Ok zJmU&^WYD4i{;Lk0&jT{luew+)0>_PU&zJD==wmN|k7Lu#+64C}&#>*=K#D)QZETSQ`MmmeIRKZ}}oBD44v4+6O?azG>OvZ{TdE9UxH*mc$W zi0Y3OYt^5vBbmaVWPJ8&4Q=3bJOCvr%jrJRuzg{F(8$QoNW{aOJvkH6L&-oUEck`@3qKZqgpoARlczjM3Xk1g`ZZXy_Bukc&Fe0?qNEG#=%wG07Ulq# zAFUHvkx$B01>%iQ?|xpU!1}+xMz}JwKBd2;?0B2X*@v$Q8s*PG6OvRyEFk;|(ospa zz(Kc~U2)aa+iyG1U1B8-SImnecjX^kb5t(nNIokWK48m7_k@(ZGov3ifNtqNHuc