From d8bee2d10504a92cb2003b670d5d755bf32551f1 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 11:20:55 +0200 Subject: [PATCH 01/19] Updated image --- README.md | 2 +- assets/images/model2vec_model_diagram_v2.png | Bin 0 -> 91716 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 assets/images/model2vec_model_diagram_v2.png diff --git a/README.md b/README.md index 8f797c3..9d394a5 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@

- Model2Vec + Model2Vec

Model2Vec is a technique to turn any sentence transformer into a really small fast model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance. See our results [here](#classification-and-speed-benchmarks), or dive in to see how it works. diff --git a/assets/images/model2vec_model_diagram_v2.png b/assets/images/model2vec_model_diagram_v2.png new file mode 100644 index 0000000000000000000000000000000000000000..dee9e43849c2303d763de208c30fa4e711a2b0a9 GIT binary patch literal 91716 zcmeEP2|U#8zDFu8N?J)Md0Q-vSq#cL8^$`;u~dUGGmIH#GefraT^mwaQj#_yijX!G zSyE`B-b6$xS&HaBe=~Z$)w%Dv%enX5&pn+tW}g4E{(isb`&<8=T@H2x`RU5jrKF_f ztt_!5DJj`}DJdCixhbGUuf6I4_$AFH5iF!GRjYJLNv(_G;oNyaLVpI6Dy50Qh(Bq< zVRSZ^r-{I7!r_$QU|l~3g~p)-adlZ#9%us3DKsie(!rJ;#$Yljns7Wy7X}`!w59km zSUfhDu8FV!->q0YDiiz$&ETiK6Zqi{{_4Rt=%F^CSAmb_!NE+b8`X!%0JGy!2(&Ij zA2hEdS~}a>Xu>hzGm{ZW1-}SX-#|7r1ViVrgFp*j4{oRngZ>8^ohbek4r9U;&`t$Z z4wu1Zi4Oxu>Y{b^(Bd<2eJM<;q+Q(N!{+!=IpQV+m=Ugtz-hwF!7R{!2#kad;0uca zRv)8}10aQto_IXNPu#|)!UC-D0t6M~gcLe)FcvhN#FP4o#4Tt&q_}~`8DD2?i*Oj!;KT@%Y)EgsmCx{_awW5gNAlQgCXW&P=SE*P zi$(R7FjI063WviE{c|^eHdAssNuOYF@ITECH8}l2(+S<&7=An;4Ujk)pd{OadRtN% zH2V0;dN9coABt}vjl<@%BAX(U~_bc!E4R6O%o(?ouWDLhVR4x0^D zn!wJ9kHaA*V3;5@v`SxIEFgYy%nvL(dpNV+^wZ7lOwCY_g&FP?-*FE`uk&9zJXyj~xW= zEE9TQ@tp}6Hj@qA2|uboh0g>u{62#@lR<+n7LOeaS}ELMu^9O?gjB#fi?IdG$6LYu z5w}27QFs(hgt>S}aC|U}25vdS)xw?>3L_F|Y;*9(&dG(2bD@DxmcHPJ1p;GEhT2i~ zewuI#BGklzGqH|(7S@h1TbhfdwZJ2Y$@OqFHz!)-4FjEdR+f023q8Qlo#bRoz~~u} zNJMgIh^sTs4NoWQ<3p_291Ir|fT!4F1!xzRkEIAqEV8n|TM=Ni5F(onFwFuJ$mih# z`8F0#JZmcp^8mV~6NW?yv9e>>1n`{&L=KH?=xamshfpUB{6JtGSdM(Gxhp2v6-KiQ zh9leoe&Jm#0}%dnG#gsM7avA)Bnj>Hf`eU20*a+0&cX(PGO!2N+afTCv5PYo+nJjBxq!Wt{vk`IZ>;_|p67^9?o-5DV8f?*mj|$Rv2oABM zxQ3y9f~Eoq0Pv2t59HAFu=-#Fcw4@Epo51MFO*BQL+dg5{(e4I0+gLF z3{qLaXmB0yVdf#W{$whR?8@_}IlI{KS(ZYECD@Z2%HJ7C1)dB3+F)3I2AE)L4A2J_ z0lp|wh!rG{NDo)KwMU?yojGPqZb2i#lHzENgC3d#X*9POYX={QG;`X7c1tSFJapoB zNY2g8eZX1)&M@%F!U=Cp!r@)0=9WB`vmP7o0_54x*I$TZ+i*!3GzMc$4z}XE;RAyL zm`)T7nSpb&3!#K^t<7Hbg*W)0z&`~6R>^wBwtJS zFax-U10Rn<`C2bI<0*VcLMX=yFZ6M+b>(94 z{#Ilsfg{frtw-d5&Hyqkm~a?JA3(GPPGHGK;cz4@%*I?4;A$J>Zf>oIHpkFI{DOom z2cdruip?T(sXiV!p#VkZxd>ngYXd8$yR9veV69IH4ieZfh?Z_VHy;?B;O~qg*E=w&CV)AriQA z*ys>fU%Y#OfymE+Z;3K=weck)46O`s2q7F}4~XG!BXAA`zx@!7?ie_irWb^=@(m%v zL&1i8gpT@bM<16!x)89z!b8u8f$)Hl9fTfsVU__F`g|DK&V%m~;NgN3A?ZO_hO0Tv z9q){D0T6?C^)H4(bpPoW62b{8gTU7Nhs)wF&G3(64C<~U`s&hBMp57NVJ0} z(1l13vccFnIywi#h{zBt2Ayx|0#MWf%!%h2VD+5r%~ASjfiupR8p=QlARw@SIr>sL z9&EIO3l#<-t|P<8NuO_NNe>{=1s*J<&>qQ$VR5edSX{6(&Ctp0t$mz%4jyh)YkIJsfxUwbJAejrHH5kQy6HRM$@XZZoedM` z92#iIM6e797H&3y!CWH7!`Cs)LP%sg*)Zq~qMkdQ@9v8r(F_S;j$nQ}Lw8Fgi*FES z4YLelI9QugeF1Sed`nt@Ek@wsYtO~_`G&gN*i#t>!q5PeE1Jdhg9VX*ZopgfZF~a2 z98P)^pHQ~|2fZ*3j)ym=2Vz`a&8gIcNI+77Ay8vgfa)6tq5YDpm!|Lk?l3e|qT|Hb4oefC@ZZHl!&CuwNC6H)H-R-DV}RnJ8Au-w2+HqJ2D-tTi*;!zKv}2H&q;Z`38M%b6 zLLZwz7&?HYZ$sc%i(E)}tSuEsp|P3HR<1%9As*|CVg}oxF{}`dD|BpEoQDCA#_-3x z+gS4`Ogk&RkWgPbpTr{zEigX5wpg}apra4NPK4(W*yi?OVKhAy+AavqLt(7INh}a_ zk&l~?et?L~B=fAWzHT^5C@sjD?HUTL?dt}x*a8_Kw53{jgrLB0OG`*+hJstcc1Pg# ziIzy8Kq^8A3$mrdaQ*=XE_?)&fwe%}i3E;xJv$+h@54e<(dI07BCtpBd?6R@#;4Lz zT%m&#P0x-g^v6334egK)44%6c+TDs}9*A&ZFzgVHbn$nrAk5uXEs^U1BQl8r z=9Vy)9^BQz$=Q%2R;xHB-Z{{T?-+!^083PCB?nXfFwKD~7_+2-bxa-i!Jwvp-(~p2 zaUf8EL(1a-YXLSs9BH5ngCPL_3=ENIgucX|lelwm6inC9aQvA8a@;Eo{liz%(~}IL z|H)61G*Tq~8SVSR(Eb5A|6**lpqEZVx&8TMF%^# zWwY3lM^0=$XKZykj|V($I0^xdh5}rHen4Znx->SM#-vh$8C+do;Bi3@e7R#?@&4k8 z!6?bpC;-_LCKr48AQB+nhm*w3gN_c(Jz>B2u|J^we?rs|FrarJ@f#Ozgyj1~X@-Oo z>N8QA4JB>=Ji-ii2yJqLFk7*L`8?3X1ERwMY=R#DF9@K%AzlxKlQ8;!O#puoI7!$^ z5Am}Ae!p5`iv44;_D2Ck=>MGpI4+d`JOZdEk-!NeM)d=cH3{X}93GubW3wns+#jtL zf1n@)QGfKYVMDQ*F=z~+@^~T%zbJejgjW-gktzfVUD6Z!Oa`A}x+u^I`i6y68Z`6R z7wD3YePIE82MzlEWx^=v*&oBkzKxIjdr^2?sQx#E{cj2_cO2hAk6&s-gm@^A!l8j^ z`B>2Nm;Hd53Ly!^TXC;33*_I|$iFl~FhO*D`5eJ_ z>yOIvGlw!4;NZSY3YW|9{WHk@A!p-QHill`VQvh*#!>DsAWu99!Zm0VB)7ok{eKF1 z5{>njkSFo6{_Bu8!K@t5CruRP@wUGk8UG&C{R4X)*dV_Npc|49AdpCdKO4V@@$cgp zELItkQIJ6YwUZ`Z>~AiK8o$$$JB}FtKE9-w75{}L!9AitzU=sf!O)qtLp?IR@={Erd_^cQdR@7a{Z@%`?o|NCS9``u&^%KkrsX5a0(|Ca`w1f~8G%_N4+ zztHS2Lr(v{&`i%jq7VOLX!bYJ5~(La4hdT7q5o58`M2jESC`}S|99^n^=E@r&rss} z{Kx1s2FU++&|XghBNJ>@2r2&M#*arf|3`wRVwL*~hwCrhc!`Yur4|@3xB9QEfxp{Y zg>Lfye3V~8kO_Xg15^qD_VP!JUmUInshnT7hcSXd))umXCSD3A6I7&u;Kg6X?tiK; z`g_AjzX;~z@mNEBeX!>LYB2wwG?t1Q7ioz;fa^N&w-U=vhxdt4wbe3Hzn@jlj|~CxuVeS(|DJ$K^uq)J z9mCY0P0F9J*Wq8N3o1VTvE?S;<@$dBb&=y{<~Zu2ezqO{kD%_)kzTYe3ZU-4qHm!_p+Ejs)3{V4Bypktb5Jez4gORaH7?N*H~-|-j~DPk4<;7)p?@mygF){C>4^Jr zK)Mzr)W!#k3+SNoIjANa>hg2x+*sipV!Uh)fpv98z=19tp8{;kUtA0LN83+bBsGR~ z3OEC}xd?52Jv;plPgv5tJQIh+2%#|JUaePae#Hif_i}0;d7fjmJu0+#t%> zJ7+=AD}YPKJNf*V7W_U7=f7nduw$^F@g0jPBH_s&%|Dou?G`*>j+8tnUj!lct1 zFIbb{gr4EgCY>G%kQk!!M5n_*5?udBy3S*v_rLK1r6f-};U(6IdDXF}wf)aiJignM&qN*|j=VW^>wRONW^&c4us? z4x?4KD1Dp0{nJdE5h64>EjdFj!)E|1t9R(8O2y9CC&&ZeiuM`zRoQhUcfRjT{?hR2 zv-b6RZZOiKEPADeaF|JVfeh;f*%z}&`Z>OlUq4KU@+1%p3tPd(af}0Z`>39)9PR;^&?>8Csp)~_Wfc?v&(mle{oiI1#9We7ae9TPQw3UO7*5! zsy`o8RzWUZ>Za?;9sBGwelev2Gi3HJiB5{%sCDEvK4Z==rj*OSHuV=Ym9-Ja(y!Y8#U?Q+|HUS;c>e1)Nl@fpw@D04KY<=v)?}zd1AWfQop2*^WZlJ- z`{N)LvuUAv)BVA<(OrZwfKmmVV#cXII&;c{16~ zhl=)(!*4fG7q9FjXctpD{iyj7CHKS^w6&?dlWcD51eT`XTo{v})_WyJGJ>KA^h-Ux z&P}XZIF_Z#c8p-^h>6MxQkUH;kYJvI06_QUSoIOf&SYhjofChbe=;s~ zlK+(TTfJM9oDdS7BTEF>>)vY476U`YH0jM3HqO*AcY~G1te1dwbSO|CEl)_2F(S=W zN<+}q<^_4DVI5NId&u*zJYh6w?#1kwB|r3`)^uF^sYANJdfBY;WBSP``^zuZ*ABE4 zq#(~O=`*UZ-llLp>uCRHCUY-)|Kg=?=MJ{=C8Ooefx!-h?U75zZmPmY=^OsEyW3q0 zLywSimXJio>)JVXL4|Hus+ArJDTvWiZc4YtRYX z1H83es>*gg{7pi)ra9_OIj8REi3h&UHZ#h-BA1gBb^F>9-ke}+luf6!q^I+I!0Sun zMA#~0hu+?3Mx+hGG_;PQa>h%B-Fs1-`%xi{tEnPVSa@g72&_1heRka*xlRYkeikxh$-kwQ> zaW$z9RHN*;n9R9+z3%`_Bb0rNhtYk%>v{2tYj83BH){j!`nv8UTio^Y%8lqp%4n7f z;>sqK1g1W9Fc~&nap)0q|AHXNR#L!Lz8JpuLW#HHC?k-WDX)Wkl=eC$I%)X!xm(>A zzg{O?^AXRVqiJ?IPDk_diDQao^WxfrRa!rJb-%+!r1bYcgaxG}x2!LBT@jz1npd!7ZJOdlI7r zIKx>Im^>k;z%;CT&v(qxfNAc4>z?`-$22)n#{NcFSx!^sTyPmHer${`Y zi07e4Tg0af>K|>>c6XDE{V;}n5{D1+&d5E z$i`raicbQy>fh~AViuwMey3C1vdUc+x${HBsX~}=r#RGbe*^OXx-B5C+W!fo{^Wv=>c*Gl zaaZ^nC8IPfpQK zJR$??5diR(Z2)Oncn0+$A2=@tYempXnAT3;YCTrU8D0_ zvAU)ix^YiD3{fWx`FgwJHF|k>PAL29P7%xQ2H-brYO`x`&zZeU`t5Jt=29^#3pe8J zKTkEN`(`gU`<7{bLGWa4Le)0M*UAz??+1jID!Wy!tuq2k`_{>v9!T-WNliJRtF9m; z&9%zqXO;L>o|tyk0(N##5Sz%PK)Z>iRi5J`EA|Lo^mzsDg%_WVa{8w-z;pKY&V6rz=X!Do(#MM!sus3T2V9#a<2s!+O@UdU*_oOwR5Ljm z)+2QQ19rDCrfGJvwpHIY<9B$)$(~RkxOg-JK=t=t4538Q!2+Y!`JFBi#K0QzytSGI2;LU)9AktT55>Qp00rcy-&)HGC zS~qA$s7f8fNJ$f9vzC^+72dtCr1}E-mXd zccWoi;E`nKJ8-PMd*-95G1!|6a-T$$W=xa7ux0ed%JQ3jN@=l8NU-juX&+kJl+#zt z&z@N~*L8Kjd31Q=RKH_l5~$Ax6xgKVXQDE+)7D8&{pB&UZVuMp=^DPv8mEonZ98b4 zqh5M=PHwc_VX^SNP6YrOyX8Jd_4|G%i5gdWXYHi!ymXj!G8RaRiBJ7J@dY&minFct zr6Ti-WO^_-@W>^%J0#sktIS#gxC-KFz!i&8S)kt38xrihMJIV@hlYvm(rB}%U^Yg* zC~{e)g7Jzo(y@~jn{R(za?e+IPJ)s<#`a&;bff5Fg1*{Eh(d71mm^vlCiZrA$Y;34 zt>4xpA8^W?3MNubC25McB?98v)*AikW-Wnv%tA`qZL;tiC$2v3zWer$=^AlJ{Qmk!^o$HY0fhXBp zV}$GY_|p!Xj#q#icrQl^F*|pi6jGwuXN_%Z=O);N-NlUh-@ddZY}mVS_wL=NUCz6j z?3V+ijP?dQ?Y92H^-6=84K9DEjxARdV4wK>w=518Wuo4Ho8R*uDMPcRVmkA7xb65xudZP)=Snf*aDC3;Ai%apcht zJ4`M6-#!j<`BJ^Mr=pIa7Nqj*T8J+>$8XogPX;R&$((n+c*t$N=x&G2$WTAE;=s~; zqk;a$4V5cWHu~nz1DIMP^3w>NUlEheDF8n}!E(d|Pt1YdZKx zOD>yyszRJ9q`n!%VcIiNB8}b_&9z_Wh~KZ$`B^ckD9Z5CiMc8O%w(<{x_{rAzz>1R zJX!EEvU)(S)ndZ z)_rJf!dFI}X85EjGj|p>T=YbLsZSYQ{^?Ck?DQPhOJ1vh*nIjrJ?iU6!V_+dvBo=Q z(`EC3h6{}I&E#DFd(ELQfGDM!Px>?+aGv?taxz z+ETMX#{;{5=*ydwbnokeo7YmK2Yl`yS%sH6yR>(<=~o4jnq?l(jTY9)+0ZpyZusVe zM$NiUdt0^m5;0m1iP6}RWIdNIT3$G2AV!--Lq>|q2^*6|>pAx{d+*G(UsP<1MEoWw zYdB%Z#SXscEwnj?w3=n`GTIVh=g$;1qu&nNsSiZfYi4>E@~ob`Y>hS5O;{h68FC`2 zjkijx>eQt5kzd-*M&ywmG{G6&MNy}Hs$P$1xilBOw~5}@nj{M0eE^GYHpTZTh|NZI zNM#uqC2oQhwI2(7eRHZBGVC}#_C!y~u$>YA?Yx3C=DX~?O^1M@YnPQEZ~!Z6G8 zxjTK;>ebewx`v39{idVBFFjG;j`ym}YFd>_lzVKm=deR<^)O*|t4+%d(&GnR)v|KZ zC&rdm+?Ll`w(oG{$k60(G963BA}QzR0)UAy3h2-xY~6QIGrVxu72V<8I!2hv!qY&C zI;TEuN~?5d756u+HoY48d0#}xv-}{J6ZFo#NXJAJs{adEBuJ$sWc zel^c_zd6V_l}+qBW1pg$x9UbiRHJw3u9g`M@PJ1vHM)_N#)Ho__AFczze6=_Bw?CI_HKzu`h)Q#)?Y;)&R4X*Zk-y&h^0$vQND7){+W z>(HzvMio2fXzWes3$?yY%QaoNVN-TT_m!rc!Itpyh*y~fZtHU*Glu6muI*9FEP{)^ zS-YUKo-N#XDrneMMM)KS%OCd6H|+ZD#*H?vSjJ&ZMccj-X#`%C)Y^ zus!};^Yzf!uU;5+`Kvya)CBJZXusN08`|%8v3)gFlZFm0X?>(oKQP*#6?G5Dy;>$7qZ+X@I*;y<7PBkQ9Ua`5V%q=6iBqX_ z6{}A}$36~r#FRDpcq=dJQEs^89auH%q2e>ww7`a10wZ_&B=N!?Y#pTZCb6g@#6X zllN}=n-PuqUcdEh$b8$*AC_UNuwU%fxcz5`Qq~btjE?tSZ~0vw{aoE>E}>G1c4Cf5 zF)44@=)B)xGa#a6Mo-s`_vH&BrvLr`{X%>A-PM#w=UlXUb0XavXTSTnd&;art76pi zoW-u!`gvtQEj&7!-PhpB)>J{sx7z_N;f8;lNjS65gLaB>fOl)!3atO6L_VZKkL1>v ztPN<0+u!;q(@En&*P;NSk|)xj4tAE+Tv$fDF*a5hFzJ@I40iQfhFZaG3`9@^%k+?Xe9UeVvq`#ny|+T+#@y`ObKO_c z%R96U-*v6ZIC1F1ktQ<-8u9HSdR^lJT`&4qGR=#u_BnNF?!cFqTW0S+=SdSKE-v-l zP^;Hy+Y;XYHZIsIqh+{Ug}XQ8*x~e@f)-O!BDHrk?i_3V)inU!1}+-F*8y4lT}dl! zx7hbq7(=%>2;G1>Jovu?Kcz(7=7&nZ`DbsRJ(Pa3EX)d353nRM1F`yqp#I-hgPN_QalQeVh=oZwkXzjGQplTe3 zXlts7TAZ^(ma={yR&@ObW z62quDh_d#EIK#heJge5i-@ZE@Yma-R88!U=I{VT5&h5QM7;Gi5vovxkec|$pkm{DM z7jpf1HOsj*8eN7PHhtWd{o+9XmM~zjc*g-@Zh3kh!@&Hmh8HQ#NqwPWIvSl-aw zwa@IjV1x9Bu=~nKI!wsfORKfAib&KaX{`23h%I3Q-AbK@`Xie_ymZ+~YIjK>K`nx} zJbE`8^Wl+`J!$|^e~8XtuAABgUnd{;>YX$#IU{^)XRnElvO1&o>*I^&@%(Aj zob>Afmj?W^ug|Lk%I92HwOH}7Hbf`t{JY}$_My4=_Kda@-0C?=C`C`+;U4{zOnEI^kgT5IkXT!M*d+ z`_{)UXfAqI=vXq!1Tr2H)cVeV=}2w6qaHVu{S-TLBW2@QD6z; zP^V1m58(G~H#6c|mUADTwkjJ*!=ZOJ7C+%JUcML|xLPrCI*aivX>I8KM~o$*UD|6t zNp*3IiWff6Kja?dq3x1yRs43ew9jwxM zc`^TOPki-}dVSq%FE_95?Hqt%S4 zi?}V;UB7+0r<%X9*_SvRSiP0V{|McFVABq}ohuYImq^)TudweP9E;V|xYs#}-PFxu zbKkG`W^Lh%!@8RFmzU;u99k(KS_O|9-Bd?5^na2=-E-u~5p2mffH!R} z#`1{}#+(h{kyGCvKCRgjNorW(To%qr%gdpqM7UNP4|+Xo-Yf6H>&!&S*7x*VMP=@; zHbA0FuI8E^(QSk-n%^nD{M)|dhS_Ew-PM<^AFq+mQ`8x$=khnen+NY}7aD%UE%ctJ zG$U!U+bO(!Yk09qQg(W7Kvfz-^FdoSFfNjwhrWogy50xWgJp(Y(ks=u!_L;%5&4i6 z#<~Ap7&lgy%qMIofEe#OU!47%55dP3#%lq_e0I4s$j&`==-yP!S~VNrNjsR6JquSH z(S7nM?RCIqs{EPJp~f3{3+?(3z%3{)0vs#5nr$!lNOMPn5^-qxP2q5CBA=X)p02DR zzjEQ4^(uKc5>bolqXWM5wjJEKf*hfIrnA69Q70oWIVSdi~SfN@xh!Jr!{m%tj z_7~P~tW>ULR4iJ|>|`1?TefJ+dS>FI8{bXu*lQX{4@l0KJ-u$^^Gdm`z-rUFph37H zvCp?d`))m8b(uXMH#y@SJ-oq3zN~M3o#qz7Zd6hD z=$AJdm0uK-&JXYJJZ#WES}$caNrQ_CZ?3oPA$L{jt&P|jT6M8!`^&%+qT=ST*uV zG2-)zru!q=HT_!4o9_3|X&(|h%^zHWec}1y>{G?PnnO^sfpl zB;RRFG{ceES0qhlLuiG#j~ z!6U?cQBnWkhTFI#QO33htx0>WBh@N*eEX{U&8sBL;+YrVm%KQJ*aP%^5qkd>AOZY$ zd5!lc&0e?hQTpO*UEP^YX~#plwtw`m)AVadG@Czvz9T|ZW!8Ejw^}jD{1lFMx1;^J zeIU->T3^EE%$6U4m-hr?mIm9 zdeqStbhhug7~3N92BY&eh3sd~*f*9;y8xmoY5L@=`HP28!bMV~tU3)yxb0#M7fCUBd?l?!E8v2X<`Y{yA@Y#uBO(F4FN& z+TT`iyv6aI&%ml}i_NWrya9e|Fjpzws-#x#6myL1v6^e0LA$CnmfzcGBmcnj3v{R$vV%Xhebi`2KStU|K zBTAuO{{BVE#_liQK9`%O`5#Qo>YBTTAFCA+ZO*jHUs^N;R)~)4XY6VJqWod6ieZj5 z7>RGjzL3?A zx^=y;gzmtsD$sWqtv~oaD_z=*SvQi$Gh8+~<}y^T#DCp^7MoW$6(I9U1(;XD-?uGP z4xi3YG6+unIPZ3oPtxycS)Gb2y6RhyN6rGT@ikKZEb{EbG<&kjI$>~}QJ#)B+<%Iq zQSR%?H8=L2KZ6jx0+^0{Xmm=;yB8aQ?Ba4$l+f$Cy=dLq*M)EH%!s^@yZu$tsp0)7 z;H**>`p}--RXv+qw%_RO*=uiZd@NfGr`M*g&eFV&?%UY>d1Q3BCySFj<=oKnav^T8 zC&y%$6OGlW>c)x(zUHEEhUV&_7~*YGZbzhhdoMBRi9W4b#kV1GL6U7cFcDYqj!_>R zLmkwN10l5Zj@}1NX}VcOy}Rcq1lFm0sx3>^6wJ;Sjy!td9pRIfcX}wI&bQyAs`xf3 z(O=>KtT?dp@`|RMH|35uL7;y6`=(li*a*0#4#oUdQh^b$??J0CjhT47T+2M|hI2Bv z+7Q2z{{Ypvh_uTB6=91`Lnk~SlMe@Nf49}tQSE_|;)Aat54VdhELIgfU4ro6n;qqx zqsRt2TA5wY7Jn_HGm>0bg(PRQ4AgoIvs0c0R0i*i)@o|73$lKC5~4-Me?K))=4MOj*om(zRRfj}#i zKW?u()g!)$ej6ZvQmxoVhU<$Wsx3IH zE`=flHP`$Q*S**$rk|JlFdEldYl^$lSc{_W&UafR-_b%UbS!4omVo$=^5TwX5t~y&jjLW96Meh? zzUdS8PWMoK;Z@-0wG5Hgitj~%F2rLwDAwMsfCS-!k;*3Kb8P_fBDLq>pXF{K({THe zS?4a~F1ailY ztrO)ydb=aj#4*S7Dr;#+-c|1tM*M(Bhf#rzmvl0c!_HmZN4l;9BIis!kwD>QJnf2e zcTDsY7Z66~IwR~ycz5pJ6!TPlBgjSeeiXcfNH~^vnf_t4ZFNTLeUL+6qrBiwJjf;( z&Qef8S5K2Om{%Ll|N8l385vZG&JiGE(Zx+Z%Kx~OA9gDqTe@r%b zDcy|sh1*r+M2l)>E!MAcEsbMcrcUt~a(TAw(f!`i`gLN;lOaT!lLS!=%Ew$=T{@g_ z{=|MQjV6vw*);Nkoy}-1m(n(5Q_d8R_H;!iRaDDR6|bxfl5t<;YNlc&NuK#HM=D+H z%Hs@2YJ09p+nJS4iV?;z)1oWi8>_CVeRyeZfCv`tyi4rZTaHD)SN@RoFuGLren({a ze6Ea)>h$GdPfsdgJKeaQ8_$KWb4;ZQQZ`oJjyWA57Dt&enUVT2`w>FTH0fJ=>A+lt z4_4}RaF0NBs(hi(_4L`6wYI;v8n26SsLU`wt@Iaj$a+E%dv%$6{y_zgasGh?npVbQ z9&UAlZb3-v4=g-&Uvcsz!11|B4=l{pJ7hBbgQyRqEH2vg87vf&>$w>FA-U3raxLd& zfXcYvc@|`a2wo~GX3}eDL35asgG)OV#jG)bI4f8E1APf`oud}*hhJY<0r#z(qcN36 zF5N@+-0DGAbsosTRp&%6%+3G2 zq@p+Vp+pX(A;}C;|NJ+0w^14mb{8;NnA#~x#r&<^&0!k8di7Fj#x=vhJsY)3C)qYi z>{l|N8zJ~dhM(KJv2xDBsZ+g5_d%zSR`V+aX=*^~=o;u0n}1BdIZ^>@KotC?46Ewt zvZm>u)$5JLyxat32IrjkQIb~^k+-SOuZ5)9<4>zA=*NIkhB*P-g06I~5mUJZP+7!Q zVZ{725L^LpbC)Vq_%$rJ=_)tnsIIuc`DHHTq`ds`#yNu`?pPHD#ab>#Q$t5UI@D1W+aijRy#yn?dc7eVCYsyWG|+bdZ#pQO1&^eGn4`sz?;& zmTV_fNoS2_w`c?1qvZW%#+o8^TC&LBc}ZJaTaMtJhiCu#i2ldDAbX=!o-BN|3(k3M z>G>wa;R6JaEsN$bsWr**#q)#VfqNV(pJk^?bistwWA{3GKzCC%d}C>JMI1|<8cD2+ zGac^E4WUK4xVk<)H~5gaCazp9>bb$dwbuQI8`pWtKcFQw}=w*jkiO9&k#1gQ58Y35_uC13mtx-MPc z>uYb+xm*O2oIy$D<~J9DbZ@vX_HvwYxW~Zy(&`I37CJrUF_MI&+!#ksl|xtUQ)*_D zl4n$p zY^*b^ae&#d;AFh1ubHG2Yb$h}%In5pNEO8g*5v&Uzu#{AHrn%TZx)m^^LQv(2Wk5!183elS+x3)J?Un)1eK69L9-P8rlC<1=(qB)|G?TcBk%^ASw zg7xNtxcSb0)!~ojYSbFzK^ylsn+?;v9j$|LX-c$0- zz#e@v>V3hRb;{Gu^?L%uxp6l%k02&E0V)jItP@oh?J5R?i3B$ecnk8E2i!J9xb$^K zwO1_Y;pD%_0~}@H-HUFRRICztBzD)Vu2|2(iT7_%_nx z5|$wyS1ov3cZ%@nuzbRr4Z0hmMnL{YNB&$@Z@KBHqfzL4Z8xtF+-urXyt#SI$70s# zrJIk{K)dmgDrtqE>RL# zA1+Zrz~td2@9UOXCd1tb#^ZBw%$6eZ)2nQ?{!d$G8LjLc0hqE;yR*I*#9N7tm%R6x z1_qDCDZSf37VPxp%e9}Mu&%%J@5AjGcmo2Tu`1{7wH_U?C8lW}U>AMdK2sT4VNfRa z_woM8o$a5#eW{81l^D5|8bK(uA>0F$#DEL-=Yy=`u1a&w3a2Iso-zO!Nu5H;pDg({ z8eY)4f9>8L{=j39{$YR|g?D1^)xP1e)FiJ%y>QcIkRdtP5(!LuP7`GZt|aPhX2$EZ zJ-YCcMkUYoWRC{p%T-&zxdOL3c<`)VL9VQ+=}2F_<8WAKFP1xyFyJycV~K%^5Dc`=*G`@DW6kq>XTz&RosrBHqhn$L~J1VwL zn~R;aVkB{jjRy}CDj)y$@%a@)H+kPi1`{%!GL*AAyS1A)6^lN#!@2D?zN>yeZFP9> zll1^B5&j}ZT_cn(o0io_Yv1A3JY3nmWz>r%=*+?8J_i_a(6lRgL)1`x$~iiDu!)l+ z`U<72z%5L0OkoMLDwnJ(SbBio;K1@);ud4Zk@k*cE%;OuF+6~ZPj?bbqr*^)Fd0jTE<@5V)?^}@6 zb{dgib;Cw&(}$bzkXLtB=jOH7q_DN;BLR4No<4ngd2ey#%8vSsSa(|B-De%f0@FkL z7Ne~h48|koMdz7M-A3F#HbH4x!;g37YMAD)MPSi+jr%_3btu|4JMBHR7%X3)x8G~q zuuOY6y=3aDtIYz>=igGUtzq53`$vG(h~=Lke2#ddowA-ABKln(?Ok>KX1s1^eR_lk zaKnwZ5C=cPXWWb@Y_ZD&AT}$>`y}cf%AwGG<639m>KLm^+ zX6!Le&b*M9r7^vrl0}&~r=JmHzwYDKy7PX-IsCE2yefIOu-+EE%jBd(!lbu{uw5i< z(i~LyKzBvlvD|a-fj&IjwyjX9m{qYji>}7^Co`==SEaq5<8QKrb7N%S@Xak#!;y;4 zU7-Fm{>7^+3;km@O?TR?5-^9g?aS4jCE{|>jgYHZ;!;Kc=Dp3){^=abC*j(ioh(&$ z25bMc472Xx#*1sJ<=IdOytIpQD(uaGJmmVH9I%WOXs4~&Gu1F!nPE638HIT2j2-vm|=V?j&_;moX@$U*# zj+o4MOo5+md+fFWr5_80DE9U66JLUm-agZsL_~R$REu_@sOWue9>2?#0kZe6-+=T; zV#iFa+>XNw_!yDS(DFOF-i3>zl7X=RaAoD&)mK3xe%rQfWi?mc17K5*YLI`Gmy(^% zs6Rt04(mUwwq|`%Q`6Q_P{a}Usm9c__h}k#&tB8UtPQ3Crk9(H`mOf1*DnIPMXCP| zA$I%LfC%tbLGQF<{uY|4F$q(=?^#^(nsxQngN8!k19Hrw+l^C8*4(i9ih7vfrMkl` zx?WOmmjfj-G)#cm*aVa{(31CoiU@oZ35s_XA1_x6E|o4D^ex+~xA`J4U8+BiR%pZ` zWtQncktqE`jSn8Ffr5e6#r3}Y0v{0fJAL7TcJEMcTP1F=~jnPJ!PR7f$i%h)leOU9a|e z{pmGEp2YI#&12TOluW@2h^-zTQq+t@hk7JaZ#GTC(PV@^T&Q3A$1Z%kFswBw$fZ@D12 z?dgS+O@rG~s~X_!;ZT33ASVqvW|Xx#L4d9 z`{wJ5FBXpsJS*FKG4N8sZ3rH3kSZ{GCj!L;xoZ<)-g-ccj{aK8!#jdh61 z{Y%!SC3_75Gf#Q(;}xrCEYLmx&J@QqyUZ@_@RaowaWuGz;&aG? zXisIiG_aq?OAbM;p<$+WtgPZT&w|TufCHo2T;a7^?DI&Aizq?i(71!R5qR#aD-qHW zVXtU|1(wA%p)RXsynEkXJ--u<6P%!84vm zdK^DHL#_*0q8Ec-?C6t3F}%hc-{sTBX<=(NNfhx70`tHt&POt2KE^NK9s)Ul$t|US zYs0pH_$ceu7V66m%z#w-wUc5pn5oN+nOe6%D*Ly>=cU@(xV||lpd?g1D5h!fQpuJq z#gSNWfjVbY4G(aYLdsV;&fgjYEjH9zBjK$2%VZ#;;qj{icaH=wYA{BT)~}ojUTU=i z(U-PI!5lql#huNTCd_XyahK<(9^Z9I@-9U=wDPRTZcZ{Nl-f0_84q1lSx~g9ghJ$R zUgy!LV*_5ka%~!255kUTuJ0=mJGTd}L*rtDx;Mz&9>~fy;nsm7d|5N~frze#g>R;$ zy78oAKFqkIOIY5-3AIT%`^n3B8^!Z&=cOrm;@6HO6X-0i7zVdcPW`|^sY(UJt5!c* z()2s5Wol=lKKPWm-v7N#N~{hPK9~dQP4x?$t4-)rI?)b@qahu?)c;QTJ-O5KrX)-NfJEGQed5TOCjrc%v ziLF4$cF(Cf*Oxn9x40H}SNbGFRspip~%xG<0JR!Fc+m1tU;+CumO8KKD1@UCJA4|*pnebxb!Q3$Dz3Ty0`+^0A$Y*h&@|c6;$kLFXbRg`Z9kgjMV-pIOjH?dsKv z_u1wr<^A6O(mK@PwyU}?7EL=>|KYxNdopaoX2r za<8>5uiahp#VK^W7GUtDEcZE=(e80(kdqfscfW*tyyxXTP8Xpz#KU(kq?YP#V;%2Ex} z$n|}JMWj<#3Xh;y9#BTr&&VI3KO#>N7UXXbks1~V3&{@qo9c#iC0KD%u*T{+8M){~;N zYG{|43l#T%KmFI61Cl=5r|9y^o#8Ca8F`zVHuMmxuP*?n$xZi{ErJv%{^&2MH~VJ1 z>6S%nkkcP_XJAh*hygM-RV-uCYJkEmE9ZiXZ+%g6<$>zZqH7$QG_tg*m#qMl8Jnri zj!)IL+WRiyi75zDy_estGX^SIP-=Y6Z%w^raUK#adkmNlwfN;zhcK7hUZ@A0O<#H_ z&)L;=s4>PsM{|1KX5?}0^Jc0jJMbou_TyzQw?NdY_~{Bi-T7~Py>(QTZTl@MNC_e! zC7~cKu;`FR>F!)~H_{~_ARyf!ARr~pqB|ud1f&)XBHhvr=U(soeZRfWK6{)$)G-_k zp68CM<~8T_eEcd>q6JHCblC{^i_-Gb5iz8@zpC7v^32cEbSqlOla?JQE^wh^DS$mX)spvrfP7;BofNsq`ka(iA>m;ZYI z60%d15TuI}o9s51ui-zf7@kp^RJQiX*hklNx|dJG|52UlqeFgVMEmf_!VYYfQ@-ZE z))a`arW(9QZ~VEWM{&EF>Jw_`AZHGgLW;9uX$Sfu`;&>2O!1O?g9yXoDV?Po^joC7 z;x?GcRk0+Q-f|s0L^PWm|F4$-7hFCj&!EJiwNHnE z+=K&X28Nwvw2nUF6>DXzwbZ|X$~T#}>HmHZD9}!_ylE0OKVe@s9%YpbyZvLrmeIok zDWHRRJ&uWNfCwDfj3Bl8fBU?DHdU;Gu;op72KSm)MbFdj-}6}Dw~=6Z2Yyfk?+ONf zL?b$^-75dyy^o-u$FxiRIrt9r(vXBC5@x1FGnJXN&yhMcD|&+#DSrbI>0ns$ttnuf zK%LCIkrAjUAdIS5jATLp#V-K?75(XnFy9)>uL5-Ll}CTPe*$)(`3}5HRYk>^OI=x+ z5_F$q)3|MA%XDk=0MarBi1OC+4V7HBaCzN2yH{n<`egUL+5Q(kyT;^VKs1JeD-B?f zo`q#?@No9j4SF-`>2Pe-n>5;WJ_~6w&>G(A7_~dL=9Js>r6r8Ee`lBo09$InC&w})wM$AQmR(q< z%`sd_3jA)Ps;>Lb!M8Xxm)@CIBQB?o4s>fVubqq4mhAj=EQiBd87_WeTTaj(ROVS- zJIyTI?1BGJAMtsBJn(iLqjK+A5cYnlS~A={CM1TS9pTd}o*c1k)m4;EYVm9m6$ zaPY=b^$EcJq(sOJkK9%{8}{Xc%G5hGihq}w_~hHoslNnQu&Az48&h*C&ITI3(zaNo zD8N^E`oLPJULOs!Q-GUi`Y)rE$s?1$y$0ZN5&m?_*24H#X1#jzED*9`ap~8KPVt`7 zvHiBL1@yF!_Ue~H!gE1i!FfVOsvoFeAVBnhp|P|DvJ=W!Pz-5)3-t2z`_`$+SXJdM zF;?iCx;f=K5TY?>HZwvd-rmdP!?n%)P#}ZliaRCTu#-p*H^^%Wgl!kSO+sXMu>M^J zK9LZk!A2e7%xq(Lp-S#5qMSeLb=KvtDP!7$PA1nu2F>d&YV#yk(#Go%znF&nVD z5S1rnZNQQaHcH)RX-#3}pztyXc}()QZ%sP}AM9)-@VCa~wan+KMofbbW50Td1VWN2 z(Oh)iUe!!cJo%A@k7 zHbTbA)Wo*ND%*BjeQu?-%}e6Bo{Zt{?qq2W{5;ScsBugg%+ncMiy)CR->J(W8!cem zo2yS5R}@ef7Ce?uX8QL150L6(lz~mQ3T5$m4rpGPzE#PsPwKP-pZ#>=^#KX|?qRkE z1`VRJS-%5+^>Y8LZ38&S(TM+@8o1h~I~-^yHZN~+>{xt#xDtZSZEbeQ+n-#S4Zt}3 z#!N`gdsvS;3nJ{e1+0EiUUpI3Q6icZWh;Cbz^*VNz>~El8AWetrZImRX*d0GLwE_J zXaQjFKY|xu8UaG#V08SkDF7wY*S1NzLUB?MT^r9dXds@M>-mFb-(B9DPs1>7H4t-O6W8e7Y5$qURi@_pTH5O*6q2LJgURNOOpw zep!fndU(z;4X!QQkNH_93p-T*NFd_~L!=6gya>OItyTsUF%^Orzk_75tP15GE0Iha zC<+#5kdL=(d}d)aHe4d-H8k+@sB1ZakI1AjZzm7}g11fM(EyXnpQc6(6x=>TaIiPe zuWMkSjJ4-iQaWJ-Ps}OkTGw3zwWx|J9&#I^^Ct#^W0dVP8{a=+^s7LvBSUI+y1ghq ze0Q7a-0S4?(ZV8G%_pP(^!tv;z^5s{Sfv6M8P6s(y(vTgR=xL!J&NhSJrPEX3$9wg zvygXgRO3drKc2*e+b5}}8jTFbA0ZdbwTR0OtSH^HFqgCBub~20Lzo%fpq5`%HI_sc zLHntk&D-EnXYxij*M|?5h!o)$s0vm{S9O7A3Ib@4Qe(8CmbZRNjlc7v1LimfZM7B> zY%lr_RvV}Mq^A>ER9e=Op=N)7cN%zvUWrkC&ART5pg=N_S_lX<5_00VRh0=u8WaW1h=vkwQ?O1 zBv9rzkH;Jhj@kf|=^vtaCE^w5@e$z*trDKfX-OI&pQEshg<0I6WVuJ3l2I8`W3Tg~ zTkda}62e5K3@>C~`0X=|(zEn3HTAckeFROJ!!koI0>J>!tcO(#gMe8K20-}WBF_qU zYKo%M^(_o=P0uz}s=~_(W6RRr^W0KTbqVB}U##UAKB{ZM0tWLLzL#2?fKgW^snmsG z1|mihyYW2cKbJ=rv`4&4@V?V9`U|(0==m5BTaQ(6S?Q11_$M;V^HB3Jr~K z4TViyMNpb38{+WmZ z`3kAzlVzES6Q2ymZccBaaCzJ=<)uHvTHB=TbaP>4?`ZAvN2@q@dokY9V9B%%3Oe!pEk#0 zj)T-rR*U7*3vu@>s^I{|?axm!U_=N(k{ov7rOESdZa6EiLK9C=PhN%d3cZ#Aal$Y^ zK2ykN07!!9fFwb#9clP+jcCgV5;2UA3D?)p_xJVDV7DQ)ud$2?We6=>21qe}Dt|1X z1|fo+ss7)H@m}pT+{m^dcKFxTZ2)$j+F)9hu}g3Zms9Fb!#as#4g8tv%kmB;hR$R( zd;Qso_$Lrq^P4H#)hP|A8a6j<1A&L}2FW7sL7mNWfLH1P0-#fR`^ib`+TzZW#5CH& ztip^k;n3QJsPy_lw{yRjF}K${4Jio8Lq9699xi+^cS!~X@PsH%PsB2cYVWc29~z$x zcGDhRb(~ZAj?Uv&7r1#Z^{T=&vzc`pH4Lsii%J(7TqqzJ zo!sy4uf}Q>bc`(QCRre{2|m2>Xtfcm`7tT|^ZDsQjUt6y(+IPV1l0|1`Ap$y)gTL} z1!hn30to2nj@z_9P8^e>9M;~aJ4UCoYAu}>-EjHaC)rM>x**hG!(^*-sJ(Z-91K9J z;`G~BXlY;idP=Us9O$V0@%w zI4`(+9j@e8*$oY!BWFCHEYpWj&yU6L3Dvo3nEhC=8F+-w%@xQ4K*9Sb7GpkvfU@&6 zYY?5%QSY|YZTWk!^Vy8$AZYJu=g+vHd&EjP3VqhmeS!077%)}OlvYzmm$a<65b9Sv zYDsC(of6tdoxBFYZY_mtuK`RiSgW&oF_8isu4$-rPn~R${9m@J|1B!ev;I$1NaAjH zNb(wo_iy(crkw0fRz*DK+muIC_#D`X9AUpXz{qyvVoM$Zc(t# z%WAsCZT!8e=;s#fE^c-)xHJ%4@2A(31Ns<8e@i>gZ{eVg=>OJ^CQ zcHpsh8QihOELryza8Hw*;f}FmcUyI4`see~19Dhq{oD3O%cYZ5?=Fd~bzvdoi?!v4 zZl@u8lG2l{`eo9d7SEZmKN2y|QI+sIq&yjti}G!)vHE*FoS2jY+p(+4`EDcW$@5iC z-&(ak#BRahm8oTUyrHIMhIR2RwA!h;^x7WACUVs{#BnVv6fIJiUE`>0a&p|2S`sy5 zI_IG-dwkX7eByVS=T}B`xfH2!G~;0#^>-+2V-P>3r`4gL{h_gNCWvgKh{!g%ql<6< zRAjZ#o#RiYAG6Sj_XE`lm>m8{+Z{E@>HaRGR8`UYWb_}w>yPU6MDxN+5kPUU(0tTW zuxB@8|NEZln>3k~9|*hUog27CevpV5o*ok&n0I7?Yl(e(BShM_SY|^yh{SD|TJKto zCvN@RK0Wzac1nnOmVf&&hLh`71`D-dr53gIR84o`(ICZC|Mj>gN%n|v*}&>KI(O{% z?a9>*L*Btcr4$JWH!~9p8*)RPf^1}}qWjtOQF9jm&US~8?I7O5c7L?2{%oV_x4RZ$ z4wq8fIo)1)7X8`FV_16R1C`scy@K&;VJ%SXA6bCL1~9HFIQk1u(el=_Sw@AM%bW6E zHJn$Sc)tqh7SB&28J{-+jp16FZTTZbsjV<-02LqziIl*$9$-sqH@yW3dz>u&zX>}> zh5??PM9G$X5%pOa)AfPD3$HhpVz*jdWwja<%%jCBm0!H2O{oj7+&d+`_96(YyynWy z-P{H-*CvFc@~js~tE_s6s6Xm97f~@zgS?hiL65H5f8o-siziBMHBrnx#Q3VFD=v#U z1v}jXQX&J^(3}O-7%(XBnqkHJ2)v83xte2AnWTD#4l!zr{z(sC&HRvd zAW?Si!sazo<}9#4jCX?`)ujKo8U{Hj8~TFvzqOKSQ!CYUF=IhM{4m#;d5}dIuZx@| z?dh&E^vQwd$ZNaZ$jPJrdV%w5jtDeCQdMr4p_pdb63cyN#j$k+oCGRaaeBy++S;9N zGO#b{1=Nggs zL{cImu)#zc!-V(U;vJ$$@f@XbYohs!C{a?UqNwMc`#I+(!6o)Vu@V7;gvwmkjxGcP z%Z#41jT?b-qm%rHE27pk9LA_WE2CeSJHV`WJxgSf)4QI_)TksI-jOez+^Lt+(AHB| zAe|~Q7VK9x^mn>ZHTBBP0yKi#2}%XamRpDRtKN`PQoSww7pJeHbh$2Uv8H8-S^g^mo1$zW=4U%h4I zu4W#6Xctog`0md>Zwnzx;7A@1rc7bqrpRaPZxI-=wnu1U%>qCk42o1V8P=j?^Bb7& z)Ntemu<{*_pN_%~Wz8k>)$NF9@HR$|ylOR3REDAsL)4vZ>~;W)3K0^hi|GwqO0sKV`l)#Cy}f(k;uh8Za*O( zhO;%P?CwZ(ALd`_Ay;Q%ceyYU2rM?X)rQPnmuo_mmvdV71ez!#;&Q+{zDS5?H{;^$ zP0*RF#(p0YQ?K&=%^Pm7mHymS4`27=cCnhzbsYluM17UStxSaM{vwuQmo+lg&QzV6 zn$y-3sK5w`agWQwCrh*jLHk|;#IL2hi`tv>y*LC^g=RmHZ+f3RR-v%h03!zRD`yND zY`{PrB&o`J?+Icr2Ak~jEz`RYkg0uct46%L4~MsCro&!2lBFtT3k-u5XP5`Fur=5=R)2!k4ZT4WZfL^S3JOQ zw3pXy<^DLNrCumBJu->6G(T$1G zZ0Fkr=l3(~NexB*Rge%}s_!C_y`MwPfksUH)4Hw3%`LBuQ<-&IxjB9}A+_v3n#}1O zp7}!IUo9z|R@>{Dv-C)aOg5A#zjyqx;k`-l&$N_VBRR{I+CoF-GBRQ^q%ZqhZZ~i4 zPSy0E?5JvayUkz5;JOEu#pi5W`>d}!T5gw6P0QLR4&$Lfw+b&^hQUx6D!_G03J=%E znfR5gJBgP1XjGCqA8gtU;@{*9@0iGeW$AOr>Ea0h|icZsP(2fC_u36cNs3 zH!_N%?5UjuIuxW*vG?y=)Yn<(o-R-2hhNuD3FU5+R5$zSw#a~>Jg=?m0m5BAv{|<| z8ufplqM~?ox`$b{SI2UpDiaRkF*&w zQT)_~G`;84sobwzn;4H-N}{ZLQ?WKw2=I@UH0v@fVwS|kR-eHZuj8CzliUk=^B@<$ z7VI@3cYpxoG7)eX&0!CJAi-SAOSrM%w2EOF^U8_;)E0hW{>w|9HE0M5|AW zT@Dk<&6o_*Cp){V@@i1x{s|c(6nL2DyF=phE|s&f=85g-*8<}`DpQgbQ1n?wT0FJW z8Chs*Rh3lKv-oIlQ8K&OnX%nxtiLk=!eoC6SlPp~6IfQ$v-dDf?kF7-3DikYRgkUK zvTF9N+mBY8pVp$SNgy(~m9VflQ5I~ac0a>F_!HnSsS$9w?YG(&?$gFc%b^sK8pppC zgw~3y1uS*BH_)YjXX90`ZZ``@Y>#G#zF;){5sj_Px+PnR7%46O|G(hvyB?gK)!VI- z9E)draOI#fNmWf%N)eVtnp_cmhmY!z?WtI`Yp&#@G2~10HBIWjV{4J{99V|yJL(w~ zoma5;ReEs8@;-)XMwVihpeI(8*EPk~KS_OTk7QGMe0H8IxNBm@u|g%oY(?x#<6~ za-DyVIxGtuwFY(_m*-f1hzl5PY4K)DKIfrZuUdTuXLaweHYCfh9*&XZ3XgMO@mCIY zUeU(x0cOb0!6}zA^}I^!`HF~sJg@uuFs)bW&*^aA?cX@IKOyhbeD@5!z7#gdS;<32QCquwm7DA*7OkRh{qoU7R>EFS5eCwThbr^{u+4mmT1YHhmQt+frT ze%_1;6{f*Uj8T+HlOei|5_R@4E(5Z$lI%oyp#!twgtFD`H_S`-<=#F!wv0z^&Igjc zPo=7dX5@I}T6KfRzByG^5>Mw*Oi5V0-C{@VPtMfnQN6;s8{M4NF%K!{)R~n5BfqKb z{@9S@r@|>~BKq5#$*O+;O@ET{h6jOVT)*tTysa>Q*k2$9#LE9ncd;pR3B5YH>|2r> zihrBs{f2V}cN*ZjgJ2X5 zBF+T6c}UC5?I8jbsd=#KVxfBYpu69%2#6pd``vGP#I`>BZAe7iELl;@G`(Hz@tpec zn7L~+FH>1gi|Y`N*Xi+EmFF6~&rfsx4Jp^wk*I#vGpMWB6?=ka-#Hd9DJ<(~&OrY# z#A#;M9+C8~{RQr%Gg*hr%E$T-M{2cM^&xeJ1Uz2>!uL(e*ECtpZgkDpQQqLCEw7{q z-_HX-o?LlFVgX%ixD@6{-2vuq>&YJK4Uq04e{mM z_S_n6RNjhdM*k&J|L<4VE-7$vXmK4TirN;97x;`<)-d)&4xDMB@hhp9n(L$-di1_U?4iXWu zoCVS(=|MDZv&At;&hl91kX*jp4#%q^6@6Du&kP+d-!nAR_Cj$`=%>|K>zRC+``V&> z;aCQSGu%t8fBKD)m_zFi*rL-xscsiGQ@UXHk035`hq(PI!fJ zm-u}((XAgKr64ttZH7ZZV&EX7ii3QI!0k;DxP3{2uE@pjhkQU-oU6#^@eciRO5Zm_ zy{nRs>fNHk${N6Cr1Xan6M{(CKKQ}|Il4h^LGtKoSshq<(X$_x|HX|>?xhHPaI=$n z_umvH88I1^m16ki2^k6r&dEs;JPUq$bhu_!6+3 zM*b>2En!4MmvaEP>W0~}Q!prg<5GGZd z5OOM8tk)C2mTtBxAR?E0mCv#H3$9wt<&pWqYi2L2&-6Ze(N@dy%x!C|CwDYY7r{Dn z&wtJG9}bG(CIV*+`ob_xHF4A{U@c}?MEV=o|3(y_m05T8h z{ATVF+ND+>)xu;-O?CAFvX%Az!<4oxf{i8-S3>MPuFY@=77;8(;6)bW{j*E`3Ar_M z3Dts@5c28TO2PLotk$D>%-e1mX7_79^PS;tD`p2m+x<)T2S(O2TvyLLq<${Vy2_aR z$dwGg`fLs+eH>lwz^>=;bW6bK%^n3jO_04-MC*OJRsea`Z(4+>+l=z~g*buPProQo zcEO#Usdsj!=}g9loJapBE2b&_zHzX}YDr!n>JxRLo-kae+v;8-e{IpICuo<$tY0aU z*;WEO*@lY~L1rkamr@~DHSN?s^@->XyRR~4rxI)?-Q5*On(tFnoi|q0*5aT~cq}Y5 zb_)|n4~CMN_HQO$Tl|f)UqOS;F}e2@dTjI+O+_ZPy2I$H_qXV;_ZApb>y=UttT|a* z?sC6)Ei@GJNJf#;2BG7e)#x)S0R!lH{`7yAcH2*kzt$FdK!|W<3)SVWWD~k+?uGd0 zrwX=AW@|b22)|#aFe`UIEG3;zw>PfJ$W%@nwZj!x6<>URl&l#noI$`kZBm!4bb(|Q zV#M?yNR${?8t5sR6dDK$@DRypF?@>lZ|?pg1J6tY zW}u*1K11ap$fNOslwFR6&z_aU{qkGWK`CZZ0hqLiM(cEy`fs7leuVSW?_R#CU1mBZR@zm7Ipr zXT}0;8O?SqtJHH=A%5PYc21Vs&&<I20ERj8ipfWc9>ee3PPrw9lgR^8839Z>uW>C_viSIQqozVYe% zV@|eqBp@8eEBuAtH1oBpD?F{Svju+M6PfRPcDj-W5*3YPs_h-MHUm0K!~3}R$K#AE zvWi#w0$zW=8H}|!-T0rl9Xk8Mw*O?~ul1+2h1JY8x!I-)cvyawIz$K^{9SZi5smKW zQZ`PA>g>T_XEyvEj~zOQq!&#tTaiTlu-|<3ABs-bKh5DBT?)So_H6gYsN6Xxw@Q;#*njwp4u5R>vKiy&$ta^ zQ}n;E-&TKA=SuW>c!Gax0EgK$-Q3`>FE8bp$Q0OJIu%Ug~H zzRn|iP2vQWwUF+AY0?fX`$9VWPVX_eJS%2*F`twN$(FuO$yN}a;5ozmdn6|F-G`7( zaZ<5^Z(kO@%Jk?eJ2>MK4u=eB5X+0gsygdHw^O zuYM%i-~!REIu~lSrA4o<139q0CYaxYAKrxwBmsmCFZ*ww0Ndv5UBCZ?@QRMVY_ZiU zG_+gOc1Ls62jno#E@$nle5K4)7fFLB^WS)7mulDRTiiFvsFJ@p$(Akgzrwk-PfwK2 zYTc1e?`;--P_$6mNM`nZ%GPY{YR`IdNM;5h*|&I%=>A4&?I3iJ-?3ODTk;0?i4&owLz^hyr+>IN+>@^zH@6JY1?^txRODBeyzshXYCODSUF*)B?SII7#)Vv7 zAmvM+@;H6-_4HVsYw8~W87AB}H>4w29bTI=I=$m~+^b_(>DZG|=y!;x-!tlu+={kpr z5wnn?d7E*&Jp9)3jq)4R35oC%x-p+eG_eo1+{Om){TDsy6PD>xQ-5Zp`W*0$thlfr zFV?>w@u5#00i%BzKcf4*DVEKVs*s4&^%X!_?)|8&k`>G~?aZarQ3kyVrEb$u;1aj? zB5a$<4C`jN{>Vn|69xuk1in#P4+-L%b}N1mH`F5Ts&$O( zh~#!cR7v>scUZp|72fmhsEJZlB-l~7jp~zJ>GS}+KeaXU9EZA^0rm$G<;~Tn?3`%O zfs546WR9k^bAIFRD7YVDclV)x4lhf(o^v)llw?PTu8Tcs{DyjWxoY^UT`RHBUqjQt z+@+gH;sfMvmreNkjw>^D6#6C5bJL6{6WXHnSnjlmE;5`uvtskZnt&??W5azv`uhyDeYzLXX?WbrU-Rlfx}VMkP5lm_4XTUrQjGs>%WLa9iKfLUE%NMc61#4`yPks>nCIzRA~G2{+>EhFDlZ0a=SgjR8~Jf z-z?>ueAC$d4kC$SH@mISIdrMOF}(9ECNMtGJhwE5Xu!w2;U(8EHSu~v0vFO8Dx8#u z{N@$;k$sQr5=SR%rZ_E!DTRgGhDGPvU&M6!LK#FFf+S-fLS1E-H{X=KTlfus_T?Ay z%g)8#nM5sh;~6E(o}y21_;k}3m5=myjdBy4@tnw3F$z0R{ITIPIj8&69;j1`I#@DW zmIX>#l0TxKKVP+f5zobpoRfWA>(omkfP`7>-pZZCK1I@yqsL2KlDRP=vdV0lQME zSv0bhPJRMD>nBK&9=*z=Yqz9vMl;gojQY$@r#y)pLSmHG9i1j7|+RH>E1Q0F7IvE>Z!A@-rZGD#lBax^ozZYWHC(u zqYOInK2`R#ws7<2RBZNBjU?lDLtV`Y3ft|AXwTcNJ1e~GA%5r|kGn*T=|+(u zhCPrr`~}kk8aMZUE!I4>*~e%EDU%;;uE^gO`3RXj?A{7Y9M)3T4NiC^ad9h;#Bnqr!I)PxDwU#% zC*1JrB>`Tifp#@7S?Ar0O+0)`Ra#c_B;(^z!7oY)B9(FbF_?$n|L(uETKcY4nzYa7 zS1CQwyA6j^(5prCTy3hWk>dIe9ra!4Q@3fq3#2buI%7 zX@TQ4Ww+$zr!3n16ca-eq^GdNuW!FywAFf#wOD5c@uTNL=N{lG5aDkH8HwQR3MR!Q zyy|JFlN+)n=9H_rGh!)UO`IG}c723>B%akE>T10b^OusIC?1X4#l>UNMWyU%Whu81MBQX ze+MjUo+hW62G>HDvQ6$9x8-)8vc~2Gr6P)6^(zvkJ6qm1Py5$sK-PNi&k|cWQ)^sK8{gMPZsN~It2KBRRdr=VvX5l8k}EKa}Y((0fIWOp`-z#Oc{JnpU7e<|J1EaCdO z{!q>Mw`VDl2GnfQE7x~kMjwiJ@-~$G%~q_cko<(}hSZJ(hI%HWfR}w?0z6H*DvXTB zuH!SiX=IS6j~C@e%+}xYvisIIGbFFZn;}L_LM6|X?tO6X4z9;9mKS!|9K<6lS%^;S zcZ^8C3DrLGZ3-dl)KqaoUA#PE;5lggcy35;!rbO4e7AiL`=QV^Yg0F@sUm~=7IsN) zzE-<+3RvDhHb--loY>BFrI65|EiWgE9|S>ay%l?oEh_R&HV!BBHIcXjAbfaa$WYa5 zi#zV%324Y9oFjW`6Q$?Ncg&iwzn!UrJyaZ4MjJ++cQTrFF9z}PG}u*yKfh*s`ytVk zI6T&~@!6g5i%k+Tqut}(HIw)4Ojv748put`j9(k^=o>$)gwN+-y4q}^Q^3*^$j@ov z6CI4aVV^Mn9(HuUSq3JhMBqzbDE=VaXsp6vDDqs^C_+@v>O;XNI91kJgY!QlSF=<)Vb=DXHAqbFxy zSVX_VLKVEn1o>-^g6b`Yn)(@*0 z3UDgx8bmEGq=(@XJ>s}+pvUju%15@rv*JrM>tOXa%gt+{^Zul|{q1oWfmWcIq2mxP zJ+7>zigG&$<}F}>oQmxTcYmRge(l#_2e*V;ybNNeqjc~Fd-@oC34m}Hz@nEH3wn7B1 zV;o(hs~mq7788m#`4X#Mo>9Ce3M_tHPCSpSjI%r#_Q4=gvFTbJ2~IJ<{!K|&KuPwT zOKHKiC-gJ0Ljz-k9rm6_tq;XzW;&3Y4aJkaJN{HR@MQbrqCFB+wQ0F^#6hy40k`Gw z=YyKC^2?l$58y5J=YMh?mEcHFb&rVIk+gY@4{Qe_?OfSDN0p2n_4Z z-((0hKjD|4iW{{KQ40|dFj7$KOhy@SkjB9O8m7wlh()GS7A3MUdeZ(OHHvg@UzNx( zktn7G2fAd`*4Ek<%XTK-G_``2KFWv#ZQq8o9vU0j|_qI7y5Upy;K zpL7#$=@$+z)p@Bj$Wk&=F}0+{o}dP9DJ{GQWajlcAoJXmZA~k984`LyZ|Fjm79e8V>|{v{AoLqbQ(p_!9OG^sD>NrlyjYOdYN zPLfsn`W5ETIC)bI4q;Jbz@34jvee~E>MQ?%()qNdTC*?Fg)Qq`$U%@Fn?G}>4S|iF zO{t#?k;-DmWu~BsS!b6L^^3=L zz{#J&o4#`Q36Zu={K;h^_o2+5~9IKtV#X!)`K@8OeqrI8IbK1%9W1 z2A!B{5TP!Vw{=Lhc~d*EPfkQjIk#*U^g2#8eDj}^lUdP0u5+Lu4_K$egQA==#5>4m zrMdP;g*rgX!t>B%<-xh) z?nfnJY&8c_`V(eCm-f?TH|*%UMXaemcQP3};@UF2tHjC6<4FZRnzHd7I{4)q&E`n zz~?qRkB4|OD)3LZX@VfWmr%J9kf_r-HudQa7torF$GJ(%mI%@QaJ9*2`&z;O(0o#& zit`&z#^fY{;V;il3uyB0(ocN6O5wjaap;zp*5(bK-5+jFX1Sh^J3X_T$>CqhtwHui zgQ7_IEo4DdQFbDJWuMgV_=Hkr`+hCls&Uo|X^4OIsE&a@9CIyZ7muoKhCbKiJkh}8 zWh=py>tpdyBEQ$}mC|3rtqZn5$Ko_X{TZ z?e9*C1VMaW>C{vFYb-!lMM$ssh3!ejk%;NLIX9<&Y$pFxSvB#IipB_QN(fb5-YYc) zNchFo?K`w`Gooy%_s`1r=8%i5(ZIP-3)hhh(`;mSC|`S6e#oM~axIIR<{+5z&B|+g zr7Aaw2VH^*#Dv9^^Ln>|kyEezZW{321KUE(D)L$VZLMn`*VU{l5bMa97KJSO?PFk` zf2eO4Y+z(6mVBd0I}mPb(=|Q!7JB(rznv0Tg|n)hlY=ADCZpx!y4^jz{gD@#n|00QKfByx zuF+egBzNX3h6hdlIUdihmyHeLbqlDuNc2a(@C995T<~X*Jy|Gd9LG&kiSembN8*3Z z{&lLrEe(ufCk6AeYHF|?EQ3IpwZn~abb15|sK$?EHQbNTptDExFv;hL^{AjsOhIiG z=c~J01n0YpK2m#s{Ip4{R_(!EVu|4$?gW4wq<0~CW{<=!ktKt!JgVlM`3UkbF z+Yg~At>5k*)miC{$%pH5wl4ki-s;m?WB4m+*WrJzOWZA&`?6|>nGZ8+k8ARjw5+uJ1TiRJ{Xn%LdUQSK~_1@)pby4$}od}fbfqVmSOqG_fG4(q!?`I!^HGW!>u@`v@FEVV)gKOthSnc`N` z%q^RTCWTfS)rbT&CbO>dgAvH0t=^En$3ier0m)LAxD1*9y>7C-3bveV0LMW(^$Dt7 z1eU{uy0TvS;W=2yP&Y`8ExtMIzHqY!-PSg$>MCa#O6CY_7Q)$ks@fXt=6 zyyB{b;|YJ}ps5;F!vnKo6OsA8s?q`qwD=58aD8Voy`^}V%#vE1|K?s?Crv+5lM*YpfbFrmZG9YjbhJmv(y z&)v*j*9?-hKnZt5y5oR?25oZTW1U7t>^<9bPG8{;{#%I*riTGp_9Rq7u|LV}eCs(M z5_8I`=o-*cer}HuaG)RvbBDa|8A)~=>}afc>f~sb2zwp%Yh+G;qW{WW>f2`4PXarY z%B!Si4ySmd*{ti}oYFgQdm4<_Dx_2atjHqqIuGj#?c1Z@G`xKIcye;`!rGDN$ro0x zZx@d$rdX8ojK>Tv%?)|ZGRmS7tB9V>=$bM$S0I;tZ(%pLA_%+@eD|tZKF>ItOB`?k?o|Md;08$`N|%XW@$%v7{2{p^ntB7qPUXyPjNLIys_|X8q=ES<7b{x zD>$>XJE4~ss&tztNuw8Pcqzy00W5oO6v~Fidb@jxM#4UMMhTV7_b<2MFP)w}6Toy$ z;*1%v@l4X}YE^BsiVO`EXz>+%qXqpr$NK~~<|F@LfU#H{n<1RphH*N_DcXST z)5(u`5$ag^ar6-b7NXw~Hp(&9 z6~x5H%@#(PU@wIEC^WnBs0R4R} zmZP70cf)U>Y5xOeQjZ2d81@_{vD-4SwRVnsT*tMgxxrG*UNOniB-Bfz7vnzq+>G9P z|465F>7Hp=Us2ucrC;X@4BIu-rh(Lgdi3{!g3DVFoXlcOUu7pgj7e1Cs`G0CtsEUq zzW3oaB45*ZPL9tdwZ(BaZ6boXVkGp=voXT{u-QRR#%YNmK@jdEM_8&iF>Cgo1uTQmvOdpDVmE;J7P8_s#za{54WH2C`}L|a^JLX%Wb1uHb7QutoQSdza~kKCm@QpylXd|sAz5xkVf*}d%rEkgr=rnZw9>pz zMjt+%JpMN+r3`UdF_#}U0RTV?XCI|8Z-Ui@h-tffIYF_=k}wq zOCbkx9f0)ZyT3Y3)_aLK2mhNQOK*opY0ehkcX^*WsB%rtez1@#>!2bnSs9#gBEQ?; zudvRv@rIMwy;^}lg35s2#^~bj^4r%^$mQvdZ6qT1H`SxYhHX5^YV@w^y#ez~Ob>pS zXjrn@57Xrm0Zv~JAnfE}*?&3w!Z|(G10P$ZBC)d`D;w5VH#I8xFL0_cOxoODRC0Xg zBBk7b-g2AI*}r}E40k)Y?+giGt!sJ7f94mFLB4W>#fazBNZ^`O-C-oc0|-MTd+S@WQ%ni%+Y>1sL819~rf)w#ppTka z&-I%2W>ylnlp)&Oc}Z1`L6=GzP+jwdLp=2I+4Z-H*G*Ye5g1SVbtL`x+%tau_`H~n ztS%#or!!b@iGeF&RANi!KN|g2ZLp#wfG6W;gSTVd2St=ohdqjD7JKH1zPvtW{vH+C zNoxDT*LMwm%UVO}MvG~!I)7-SIT(%nO$~QWA3yrrotVuXXZ%f47oRIpo_{O$0~twc z+ts-pxoojaT%^r9txaTYSi_YZa@x*ztIq2T-H&a1_UV?UKHW(M2;1ZZw#nnT`1tCV z+!^S;eJY`Tkm9v`Ayz`4V_ERdoV>5K3i-j4tbw<%L#8O*&7u!2oS80Y(3|O^{~!`r zBhBn=Jw_3o$ykntlZp!VMuUPTB`=rPsOm^FS^jED5eOb-{)4RvwcQc0bD(m9%AX`&eh^;u~tP60lfFd8fw?e~wXg#IsA8Qw`01liaZ^^G1jlFRbj z(6AK)!E4|`WydH&oik=#`RTjVtWTcf6?GSvU1W()FU|)rKQpko_v+qMtpy&^dkc_^ z#*Od=LHthsSG*hg_pp_Q6am<2p+AT<9spL8=v4KhL(_MZT=qdZ_y`?7_^w-C{2U+>66*-{~5Y_T*t0z9lEXa?*7yNkKFJb;CKgRtNL@=aD zVw_>#8ovQLvz+RGz|P_iYD>yr#q=%{E@1Ua&9YEiP+3C!`OUa{*3isI#y}HJAS?5e zLg>`;d)=Jf9ewC|cOKF>;=i5lDBG4U_!Pegn2mcEw=O6X{*Ja`y-fJ|{^0`N{5)10 z(rF7QNn(@R{$d{`K5t)@MRk5cn0p}`yt{L^rh&nm*wtPtd*&wM@Ay#?t#jmlJE4PF z=be@MW0PhaRQK}Ry}DET+cS=}I8@cl{cw)c&dC9H;I0Y&)yv+Lw-5rh?Q17MmNoi%*v zksk7yf+RrHSe=7@%Io&e`fq(CU`zmi(i-74UU=2GQ6b>aZAkrWp zA*hsuq%=r_bh9Wyx*O?GIs_?c7Tvw*4h0114gu-zhI23X`|kanG0uoN9feElv_c-(*sgBZZXKPS zo$;&f{gaf4?a|8&rW!F=Q>~o%313%FZAoTvAJX(t^KvcZ9$vnjgjWsVp?^1qCKSZ{ zvZ|FW5qfPz^hV|!K?R``NTo_y5=%f|mEEOcZ#0?J#LjY?ywkNDNu8nGTN0zRai4fa zmqs$O3k)(T*%7}TAcwmP<$J;5Z43ayjUUTto_`Ccxw!071{K-uC({p%8s|WiFkNqS zU2!-YWq&v24QY@R2V+G%E<%b@P(HaotMo#E#|3L1&|7iJPiy@F^sPADpL!bFS-RpE zlD&Uj;$L1^8^c%5ejbl?D-vy}6tdeZAx9bKVFv?OB4rnmBAu{Y7hE}*<>XMRI}&6< z!ZC5ng#P!|d?WW`^1_JR#q&;UsSVQ1e=o@GclP1)iTwzn&G91Q#}xeed=XFoI=*?> z$WMQ8KYHRKA?Wb?5jktkACm(&D5~@}-!baa;Fs_)Bn_;YnJh;Tr!ONH7g29-Zx3Y9 zI>o5`&#!4#KX)crHaxR~HpMy>tRK{Vn_kuEIvTpx_faA|iE>|9--} zJ%7>*_$P?Hu<698%l-QaVGC{QDo~zRh&s5qxIg;(*tiC!ytt{~dd1nN^|;IRzv^+d z{FN!^gkbYz1XXYW7MC@Y_=<>ymOT$S`augT3>zC;(!?aU``of1a|CW%n0AT0N@AVrVj&jaPUBbZK^V=bOdb?R8OImm1kY6z|02( z1>K17o{?zrHG{k^iG`7|XleR1E7!Thl{??}Bt=%E;4t8$Yh$c~dsvq<{h_WW+as9H zoJi>#0aOV1%3goVOa2k;q~(Fzt%W+=)-M>rF>2+q@jMecKHorh)ADgA(+20O^37B` zY;|}dY0-OuN((QgNp}=|oKi6ls#rTvPHCX_VSwgEk=^(UfC%@VNzY06DPB^PaKG;x zEfNP6mS>yi&G16|^dq`3LrjfCz}6aqhRq*5h9?m)FU04K%rJWCJp* z+ca)yNFq#gzwyobcapsoETD+3W&OeyhS650OH8xR?vjQ<7{u_PGGykBk#{v`zJmG|mt;o8oujocFnfR`0SUY6ToNMtY z-TrU|KnkLEwsG~8HvUXvE$KybnQQIpg=0insn+)gr0VQjrC`4a&?&RJyd>ivV(Y{d zLH%e)_{@z2kOC%@fz||a$-^e{%W*8liZuAJ*LbN*yNHU^I9V z;o?qKP3*b9jArt|!6W;;GOLM5tO(yNd4Q!*>IPv`MxtO682~u|fC^@2KZ3m?=<6_n zf2}BI_EKQoX$xBLddk8--?K;*WNWL6^);`jhB1QU{#{SUB_RqObHH_1wX=tVeh|eWrcfyb z!Zdr*w~F+1Dj}3HVf8d*JKk5xmEYH89*>kPRNwU({CIz1cVj5_je}ocWme2&_Nhw6 zeD@@2N~cYkp6(Uv$*(H7){~KYf0hsBM$0lA2htsxDaukN=Bg^euPCeQ%bg7x^kZdK z*c@Qm%Yo4^4sxw@0*wE`nW~Wbz?qaKu|8G*aM4Yy|LNnBDI}KjK7;WTm<2yD>eeWM zq;X$DEWeCNbYqVK6(Z;O(M0|sHJa!9o#*`gPrrTpCbzAcMiENRI zzhNy|y4e*DYa1g2%kJbogyg0=pBMbZU=Yvt+U!sp?>38#x zKClZ)1$SKQDi}jHV{AqNiHT31zj(n}q7t_-uUbAn1rGvp$O7^}_;T)h3f>SHn%mMP zzF7D@9KmqBFZOkSzqbTLz^^3NbIN)rp!82FXs}ut%A8>%xc08YdZ3+k(vxjZkaV z|B3zDuE^=@_FDAAg-CcDo^#pE0ViRF2$>LE2bf=N2}hLyDkRB1XN9N(9;vOkkVSnc z0H*tuTIg&A;E}@q`czD+#WS(al?rF91542Fs52o} zgZh_Z=*SU<_^qP;dd_Fz_Bab*tqK{Mm6V8l`($jVCm}s9VjaO1!I2TJeK#K!XW`Ih zvW+J(<8KW3+Vx;Qf^BVCFoL!F_)jUrDDVDC(ue=HR7F+Q1p)o6?5(a`qdRJbP*D?W2LS+b_&^XXQyauf%75}IPOrV;E z20~m;erai}SM$#j0u(yoZ;)?0+kPl&W@*|XZAh1Q^8$!0`o5(O@$nj;XnIMc`s2_n zWjqQBk@D#ZP{E&)ouo)~nk8`BoY6gVZuJ%ZBq7ns?TgvLu*>Li_RF9@&B8&y*w+YL zgq-jNP~?pVXK@Qnx0eqYFU|8vI;)DJrHJf~&!?Pia79lG5g&!(qdD4wuKUl6uiOi6 z50JG_4I@3_nSil|xos*y^Ve0nHL^LTEUXZX#mDJ>6pCrts~O2zyU({~;Nd370=Q}C zt%M*fRSHE{cX;O%t(37;?w2DVF_`Wj&y2%wp)r5HYq|0M;yI&6X%~DN{a}N+CgkR3 z3G3fweZptNLQJ;aVBeR;f2*7nGKymiS zV{D)g~YypkgggGpr?5 z8F*^-p9pCRb!6B9M3X|E3>{1^%`)zhlC4gbBu_Dlgxqu7lyK0}W)_V!nQj5aO+Nrv_9)jeh`+gMwElq^%?Q;_u!)iiwGF%8dA%S2s*)C+UDXm|TO} zwD@aaqH=Z~uPj(A0VBawcqmZpYxy@g5i%pUvR-H+0i&uB{Fo%C!HoZKFaT}(&D=jX zn4FV8DoYflMcWy5bj^yb)DuX(Tx{m0J7pq+pa0K#)%^ckF8~~3H++ah){Y4RgSL2H zX;=T)D5u@q_2W(>$q#=}uc406_Vs?|Gq(_*;h5pxT)o?BoCZf(L>1iXB`sdee%r`T|TzdBw;e>Fxd+I66T+3bVES2l^}u)03ieb2uw|kvKml z!|CV?#pEUEWkMM~>?`y$bwvMpl)XyW+p4M}= z#-owI&{eO<>V@3>bs4{EFkrDt{grwH3KCBpLjEXZf34T=ge@?VunIOjC^f0Mp^Q_q6}EZEw>%`nYN zyaCZ0V}0B48Oq!1AW-~u;i*SQgPHtxs1!LnjX9F}Ljq87X6zQ|%5pTT=PRgDDt-ec z9v)I*w1@`RE_@&PTK>dsD1b}QcLA=+t#i(m_6hf=4-0w}bOP?Jw`j{0T7E)=2b*^f z`}!>JH}bBuRZYX>NZ`3}7UOwg6FeTD)O4hILuSSKawErRdg^+YB%7i?#(IW}?TKhZ zH4=!SN@ZCkf#t?V$aajyXrh(E+-1x~KM0d`{3 zMebEnd;H6}jVW<>5U@H${yj_UKRM?z7r0@6jZy30XM&gC09BO3MbKT5vH0Gqm@S|n ze-e-u4%&_($abVdd>E9i{Ey~&182NYkZUHa721DZ&JN{x(WRwMlaU)GEdeG8`jEKG zcA{p}@r^;X4X(lYA^G%DqK8jUU}{0nGk7B$5G3!6RvDVt1W&i_Fz^bPM-!dRy3c=~ zu5P}EMhl(*$;K_a6#H)fjk?nRKHWbgR{8Zn(ew624YEyJSiZV0)(&rCpt*u|2cTG( zO}>1h-y(?gz=Jy|`9@0&_K0SW2hc9Q9mAG(KJ$AX&Y(ZqCdRrV`@QkaioebPXvent zgF1cKC<8>IcQUNzqaE6UrmC`^uU`5D$sy3Q+L#*V;j|#HbIN-RHn`vjG-Lz2s*c|^ zx?S>jgPr#qj~c)RSGu~{6bpC$-QXbj<7#Zx0Oh?m_RF8_edF#)0%l9Y0Kb6nBqdot z@I`;r$~3q4_tv{Z;-5E`8lR9oW}Vjnn08_A$Y%4=jJ)TuZI~;uPFP~RpJ8}mp+!og zrtdNRrP(6alZq1m-+MNug(j2Z9COp>+k-~SS=$j24NjZ>E8nB|>`0IG9Rb>Ls|t;D9&NJSBl3hD z#UAEPSDCH=>s(!mZ)05p?rU*;xUC&7JUS1i(J?0tjCq^Ap3|Oql+(=CJ*fA~3xFYk%lbw4_mvj*pMt7VA^JZEE_Uzdy(Ls8-%GidkTF zn>za?DJY>n%6>`Iy8tHh_;vUz$Ht9Q$XU&>@^Vo;q_F`O;pe}26T0%-w3ny#ACFDo z>b6kqD{eBz-wYUCF66$6%n!Pp0_AQRi{6E;w_|V=3Lk~cUwAHkFlt=t3^D?;xDgBM z7+4n%zA(DA^EghGzkdLqbNQ5?zl->r$DYgJhaC62h z-~cY^4o$AeZk2=Vdpc%G`-grdU)@$lJE4)2MxzZhe}1`)q-=_HE$DXOJ~dl3d(GEt zWzUU!+bXPX6H)=h{kC7bpO}U1uLr{D+xE9%n?0^P@MLrF+^>J&x2HBW7r9nYcD2}a zeO!lc$JV1*HIPZRp|gm&Vh9_2a%@vC$b5=I(oM&%`eU$_YTTEx)ii@j&HL^FDy(g# z>KY#DCFuEuNy>alV8$-3ta|jukr#hj>*yB0ybw`?GjnC_pR}@s*ptVoQ%X4OeLVZv z`fK3Te-k}mhQzLTJS_nie3f85m}#{-CoP%VHuB`eX@$x%e$F>pvRchW5ye9Yu$o5G z7oH=ih)SGR!CMqcHz`6&d~|w})5&{&C9{mxuNI)WFV$;#4ZX@gvt5ENV|dnFJtAtU zrKHz*gcbSvcEYXc=G+^4!6$Cse12-rfA~w6s6-F*^NP=m6XJ?V31=xc0|N%o;vp(Y zC*za@OC&cMweJE4mQwPX`y=Nx3o~oe`TRQse($oR*HZqsx|*Uy>9=Tu^y8phwg0u4>t3cJD^ z)w`!q1abTM+Z%_V@a_P3DHh-#>Z_!!QSIt0q?|e3#adOud1KNp=S+teH{(lkng9K?ur@6dRvSP0l3jd~4~RDCC`~sjCIFjVmO_ zh})lEwM`_+^=6FXtBgLn7<)dj2RKgR7SF`JyiRtdi)Ru))uxesB5`#JjH;DP4K9gl z<)b&4`J`0gc9$ubVaB79#UmMb8G1ct0k$Wc#hc$cMKHCa9tfV)FiWbzskaQShacpC zrRknsVgNV)^;8Vk=SvoDZyilUP6pQd?dP2G$?L`VD6nEr%#-vFEKLVUM6Wb6LdTEM zsMPADE2NY1Xx#rpAubdkS3-iQ#@>D-X^trH&& znQZcBYpVR?YetI(duK~^;k;M{>3SH5Ex#Fx5_KYej4m{^8S3#kXQkBVCNSSl-}B~( zHM)>a%U=2~-8k*?e7|lT=GJsJhJaX6{lSUUaDy{FtGJ1a-G3B^eEq$*zH7<^e~cH% zQH=EkIEMj678Oz*y&X0N#n$Z%#CkC9_udFaM;uY+>wKj#rkPI?nWRm9Xo4HX-xS+M z->xg(VMa#4bz=xIB%~&X@qcu6Mpl1h7)4!kmF5F+ex=tJ<78hW@{XDG`DIe>q?DA_ zOc3Og?oa0;U*p`MHK=+|0p!q5+syAXZt4~`y;wn z)yk36ppgWuLb%Zw--}km9^4^hXGLiLQvSE8LZAFUO%;kctawxIE+&-k8lK4$_zHbw z)<_Y)nB9}TxIUq%EbtjI1bnc?76DRKVp(4C!?|wHpW5Z*+pgKag^p2IY<+TRwot6F z(ke0d&L<~Eleldu^xQXJsO`~n$|o&Oj&E?LvBMwS6XSIJUoOCTyBct<0K&MFjmRWw zRmzt`bgb)Ef><192(DS`>4&MyoqCQL-XKabr77E_nGU9iczVvOq}BQePy}4}QMP5x zy-QlCLWb!jvm+Rx*1Yw8&$Do`!>Z?PD|B@l+!cfw1l3r#tLsfj{LE>v4Kgm!JWwPh zZiQ~u%+{EWU~%W2X6UCKH8t}eN{lnPDVX^Lr&C!q1k|I2!Kox+AC@JU;Sd_JQ)pEl z=ulWRkY%0`m!qssxxG2KD9!S{q%?h6v&!4D^lgkTV~s;BNyrCbIrSaJyF^yRB8|xo z^cte*yybnZ`WNUA&-~KM&?ao;+EW#5#QZXK2)gr}+5<5vArD~hEUh?^VQT`hR9ns{ zC}U55WILA|>v4Dk8D7mA3qm2Y$Ev=IljL+<*v1;*0#2*RTRTlWnL5He6V_y80U$%u z4S!ciFo^79{4xIMF(B%uz9$K}d;`0q9{JUqu06#hNbuDrQndC0XL|GU;|0}ETJ*a# z!OAlIdevZ2pX_J5l{ZR*afESnj3q$wCT{0;P>^u=sg-?oJi7~hlsPua8;gDl1_w$R z27|P~eAqbzoTNW{iVBNBq6!faU4^gK9%ES>t-uu5ggu8>BdVqPL92~IdojK4;c}K2 zF5zC#O$Qt9H$vPkOrgajI)>h2M99+$=hKNd>B_z?S@Gi^{d_m;>{nD9qsHFYd+Tdt zO}Y(cgOy)E)1V&${FKO}x5*TU=r(&yMS36YUp(Sjg+m$Ys$r8GTaVa3Bs|+KMhr}0 zyIczE`<-Tt5c)@df0_x&Remd!VxHP~UqOMXeR%QsOPV&rwR=S-0naxSy3#x!(*UMp z=%Gd7`EvMemr+A0lB#0bSruT_ZZx!vto;0$RU`GFM*RB`8kNAF&L!vh-aJ{*V{*2Z zi>_vYgC6z=YVM-ftC%D(85B}R;zkn;=4v{{U%=Mp!w%& zMa#DM99)R45H~tI?Ib}Z?WjZ7#J_px96L}2>j0{0YV|>5{N`W*s?JXYTu~ucXRSM1 zWDg*jC7wg2`ZyrALat%Md-yc2F}vYkFr>n>OLgt?Y08w_<8SK@AJ&De%sLA~N$6MK zz`py26MSS<*HrYc9(zi#M%;h4Zw0O#rkpipwT{E+VRlNc@1=Lzy>rayTE~Mbq+E=A z0qwAf4oY7)1z8MFAfc5AhBheS@OHB}Z>w@d9jL@ffv9$>j*$?g3e}7y104g{MlFM{&Tf1?1NdC?JrndRk6RB7oO@mO{WBoJ~brhcyu0`bI7CbZ`Yj`RY6vWLQgoF%9|J~DN`Lw53Q zH7HpVFBr%t%>YgI2)F{LvxLHeC+&;`8n3y;1ePUTX`6>^)ce70kD(e-IzjJ`bXVu0 z{*4|3uY;#Q=C~~hU3Wtlv%rCX;HoVcVvX%8lNG=GMVP3J{(uxtd`c|S9o1Fbw9G{P5iJ$*(3{5D7yw-o4q z{Za-isZ~f&>lllq9WnvFn@^rqYX36}W+Jy2damCzu}UmLZwEQkBZ^iAu@~G6xcxpG zJUB0+$FZejCeC{w z^6bwoDfWUWQagUHZay9*g_J;$f0xt;usRsXX6KR|^j)LbU8r&i>byY)NgnYENR^p- z7?_H>xLcnaUj7Ps0#a1arpPRBAN#8KTU77?bWFNtDgYB^)O)njv*}PB?BPQ z-hjcYO)k3}9<*?84#-y5Zre8R|K_9#dgV{YlxL-bbCEzylCWSS|7{M4vqpiA_x!=B z*0MUnTlXK7bt|#beUFkrK9{h#7{x6pFt-tlZsm2bj8i=Cf_uDhmof?$N3Aq3JA$Jz(-D@M3qlJBLE-pUyybmKd{?QE80J4lcg z8Y8&`YI&Uj*n%6MrVqYkBea$s3n~_Y^E9@_g92J(!r*)d6iU{;nM^o_lRw9=`2fQV z%i<7?YGLn`-oX3qGU%LIUdOhzGjErXVYJ`)5HH1T^%I>-sc?Dq1j>sGiI~^W@0!?l z1e#gvtSQoiL9JzZQa<5P)~F0^3KHVmfQQ}FqX_Amm?E+4mi`)ZC>@LtB=}`-+>Ba{Wx_t-OU_F=bOzB)^)}g#X?aaA$(y)kL{ zE5;n~Taly0DD3pCW76v9gw9~E0}gA`@G603y~B%_a!IP|IsdQ(Dh+%X?6y3a_tG2H z#hyWQR(cic@tx9ZybnhOJJAn#J%D6!zx{o%dzntw6h@wHMIBvvD^_``$HqrPo(Mbz_G4-{2jUb{~YF4cLxrFGgRcy{eR5vQCY zs2N<$cy#_?A>Rd4tOjCTp*R|;{a+McpP$+wFM8cIeR~-b4$#kATe?{uOTPGs2E1nL+P7R->KuXb9uaO1ZG=1 zzicq+#j5)#2ANE6LSpB)#(Z{H^T* ze-oG$C!dUuty2WQJ2wCCyA#jerfy@y4CD|4!9QvShQfC8wA9pyt}e0RTrf5f9TT&v z-pkut(80k$7~$9AA|)vG*}0ZoGns2?k+89`32R(^1_&qhospv#c$NB=sA{gxD`>S@ zsR*)~w1m z6o^H}3Z@wG9=Ez0(t0+SC0a~&;n(W=U9Z`+gPy?gO#=WvJOPt5cTtd2I45JmJ_ew zgdRX|Ay85W`mkgzmuqCNv?`G&bsQsJbN0lXf!z_8kqPxRwrxHo^7r=_6WX1rVV6-< zQ~NxS%xwe+L)2hyha{zVtM@GqF|n%}X{2_Vy}-cN_V~1>-HRH$pHOrrw)$$(hZeZP zlTctUncTnI3Evl}&731SA9+^yoKE`LON{8xvj}B;zOY_&`!G1%RgV#boQ< zYNg}EO4o&#Zj|0+PZFS!bVj-8qQE_gj6aji`Zf3~V#u-eAWmmvXBY1ZNKdDPmlHk( z28PbkM;rjMuZX?k2$k z!lThXC1pAv216SQ!NJ}7Pbp(a(|i9l`z-na^xRoU(zG&w1yICXCT6Te0)o^31Bfv7 zTb@wlD2QiEF@%mm$Ak)4Zx2_#A5IxXJ!556vwy^eGb6@dho8JQ|sr+kK*(mw95KHUa14x4BPFodB~L02lAK^i%{F-WQZa? ze-`F%3QdOVhP)`g8-ITA>W*AfN1(%9N>(2*9~cLjB-cLU5v=zGMh)1Mj_)6Z=RE-gM!vGRCY9y~=dS1ZdWv>Zfs^=WW{pGsoRqH0rOc)KVSn${v zh-R*H+Ej**u$Avynka$1cHUC`nI=F6ns+lcz9*dlabbyaPS-sh#Tn$B7cr?qK6)pY zV8k64==C|71XX|gKR?#+3CvzWlCYVD$q`IYzBWV#$-kZ{*6J!~t-g8?-vcDMlBG`H$;$`U)^azv z?%R9{hVhq0%y$|Tz5aaR?7@&hobkdO_=lZ(kLtxqpm#tAO_#GC!P-5TpViTq?q6uV zJ;c(iIMYde0oO{0CkpWiB{MaL*9{iBdDkHT5?>-RvnYIT6a&h0|6{#za@|)#b8{HD zxbk4p?N3H>2*L4mM}`1&FoX9IvNc_VQfWMqACru8hN?&?a#gOtEnYgiX`~cS_S>WV zrsK!jU<&P3ChJFkoAtrePOtO%ph-QCfkM?TD3n^sDh)b9ClIryFl?bJmSo{7EpdMj zbm+l)Q6SCWW<#$jKK{W)jDDU4G{EmJj1YV13d1wzqJ-|~42U+xD4)K3mx#b?a_e({ zO_>ICpH`ZyUy`O%ks{K{UghzWY1hcyNJiV|PSjXxAU1%$k73R1EMycc)CYpsJM6e} zrWS{Xhg7=gPn6rekvwEb;0;r&-qMH#Pnw7@J0Z*O?+`wO$jtSqB3`AQ?KSRC;I0;2 zdo0!P+-lKbF|e-J2)NyT6?IlWJLtq-0luURRih~41z1t8oBZ!;tWzVIAR6S{aYBVS ztGvl^5_v%x*Fy~(OcP+tz!S$(YM>(YO7K1$xuM%KzdG5Z+BgP=Iix^)G!6PKTUE@T zlYmoVSdNg85XyR6Z9XcN4jY?_X`28pO8EZvKvXUwgv_={Nh}ff2{o%YEgv32jJ)w& zrE%DWkA)}|i;xf{7}MzoS2yS;EQJt_h{t!C?zvW_@KB_&)Yi=e3&d)&L42P;5ML5VpxDq8 zKR1Qt$AqMThE35Wa6U&PtRiX1d;DZa*$0+lq>cFBa*zJ5V}inZxI8;?ai48+#4g%z3^{ zlD^t6yi11K(PP&nBxrXw$@A$lU!R*dBY{3G_koMY!K1-t&1c%tF*X+e^hA6J;mByy zC>k`FNomMy2c%5{fM_n;GILGBLkitVZhm$^qd@x!N0<#{tqsBuF#K@z^%qgw)up9F z5Z-)O)RgJ zVz4l-xQ*}xlQ(G zLUK@D4{IayV?zqz;1d4{x&*ICyl51L-#2@l_kd&(TbuhEGQ-0o9$rIPOoOltqIM=O z^|omY&?#u@A>6#8k|Z>4p3NfiZuk3nX(zzfw{)NUdRoNwaw$G&VqD3;{RdHx6F zWJ^X+#VOsTOw+x^066kvSG51+s}{<{4?pz+lO&Km#v{|2<)bo_A^usSfZ(=3!;sB!rzx0x9?MpnlTmdNLp)AJ>^!?K?HzaT~`u?Zwp5f zhxv$_<;`jqnf=NTSCU?%I`MgH39&Fiq=cWy^4>I*x z{)e$|C2=Jey{}8;x>sJ5$kD*i_dr-EMr5V*hbZSEo@$oi0mwYWG&K`_wSgIG8!jo)775)1ylrur4`O1Ub{@~OJe)8Ym`kgIhhhIh-BND)$`%^dJ%uiD~)pW~XFnsYS zKn4uWOVp3l**PqLf(@L}e_QO;qje*eyBJjejNNwIZ0bOhF0)MEJ%_&iqY!HOKT7!s zbBV?JBb*`4LpPa^S@|#g`LO&7hlUhAk9uhhn!oBm> z*h8R>Sp{J*1WVMDd8Ibe>yI3V{#YrMW%EQtTOWK^UOYR$l*^j*zGpV(4q*Bm3WZ^3 z;A~^wW*fEx(J!3iETr4Ly*>3^1xqqMBOwUi_rRHc5vBqGN$Y79^Syo|6krgM^mH%v+b9^%ZmUrg?M$ZUgIwx`CjfJH3&uE9Ur0Mf*f-;r<9F8dzEF!;Vh#V&K~`)9Znw*izNIitqvKx+jGf&y zsDJVj`dt=z-=N;kJ`ySV{R9#iRF*)SgmTgLy(pKiuKvHYUJmtKd7~++Zfl8I|FW{?e+)g&@nOW(x~V%gf6PTi!5%&RssP$N*JU z2~&Rb5P6uF?roSdO~KR+z|>xCsc{lo;o4PJ`#`|RuH@)kRfP1G=)8`@{sb0c@uS|2 z50Wy?s-!kNMnc?Y;abP;V6C%Y#Y!==44DW%2+D8Oyw0RsuhW1qXc5sblvQ0Hp&x{y zd0O|!>GuS*FRKb<5kX>|(CP-O`MY8^ioD~B0Wn%N*(qbnDYFnb!}c83Z1??(c}5ZG z00~vb>vHkDE8KEw;iJ<@{jky4?2mX|P!*T_FT6QTO0ON*EN6%b2_K@1b`KP=UWsB0 zJU74-ms7GZ5)tu}`dqDXcmbO5pBsqNJ_r5R50sRYpos$F5x54G**)YU(K=1OT;x<@cPA z$!9l}UDVPig6YG-jDGNm=J&OG(sm4pO7hdykGwZ(fgOX7Hs?NyCLqIid z2*f%C|Gm57LIoTU{P6^+%1Qpq3BWvf#QQ!dT<;oizr>W0y)Gw(Kt)o3 z^Z|sx&qVHCwJ1#9()0Fo5=ApRpX&&5TrdlrU7O5&JV%z;KGev{s+i7Gq5R9tsAjdG z&wWyZJqTt9cIjVyy#fTj`WgrAIlU5t{unbRY2?V6N;f_`Q9edsTX$a3xzZARVWd+K zN_P_F^Ss-#ySScF7mZu3i9!OP7XaK%iZwm<3Ln=f(|H5Cm9g0Q;lvhrR5gMO7LH9J zw!US9BEY?hM|FJw2%M>ak#BybJccWdpoEe6A(lvT)BFR7(<7xGKF`9I8|nQxmPYLb z&&Uyz(e0v#n@`yNg^``<5zG%6IYw%!Ap9Asi>|3e zfKMXAc;(~Ij2uMAun92kqEVI-5r64;=B}q!-xefmn$VvPlhSF2h43VC)X*7 z3Q=J5k0e8z{At?;q+-W+`&f}$z_ z{SHQOeqLA-6aDl9Rjt2;_1!{TBSS+mlFuRms62LDXOtFQ!MIOTjeWH0CDG{G^z9~s ze;V{7CJzjYg6pep55T-_StSkCcPZ4_=qH+nvAGjjlGsD^ejf-z#FeyL@9!Ef?ptqG zS*SZ?LnYYut1{0x(m{(~D5>^HZ3l>Majx3GJ^gxk=H3C+s6pzljieWq7iGaPeBRy?%}Bakhg? zpHuz#>OqXWjOxq@66_+1G{+V1oCVIPUm%uY6mDhT=qKUro}AlDoqBkmDwL>#Pw0Y_ zLm>#TU_b{OQ=^G^%A*{su2`v_+tH6dpWK?jWB86DfUvw4DR-LnY!8BU3+C|zB>Y@6 z`xkfmTv?^iD-fkCO$P5A2|al0Wa={%H{i(R>-H}fz#U}-AL~s6GdU<=FC2Q=@7IxR zj24ugrZ%>bTOcDcQ$ey+z>QqXqvmpF=PuVmtl2e%Kx>}cgJ5pWx`X?_Z7#*?zoR87 z+8g&Vh}Mf=Wt!2;VBdMiq?*O z&1yBpY9v6jKJZ1-1jT|dgJYTr0`on~tKYnpl}Cjzcq;#QoR4g5YV-dW8pO3tD0M}H znH-<;cBJLqbTZm`E0KbLAexg}Rsj}rzPJ&<1r@o`b=wC%Zn9 zWi2hxBaSH0Zu(MQ?oY?j*&&9w`EWtdKC{5f*-Z7&uKwG>)g!iw9r{wE|Q!#`^bL zuH^|-^1hP!Tr8mtdjrZ_Pm)ILl^dAr&!}hHH(sM`=xs6cOU_R_#>M?EKqBO}(~GMZ zemtH^R zFs8{JMXpA^n!5VSKE0uYa#jBT8BN8IM+HA6ZEQ;E=0$|ECapLNO=VXFe)dNzVvyga z$T$qWmqrZ`iLK4RBXx?Y`&jVUyv6ASrSdeUCAM>=Gghff`sHGz`&|rxev5YHG1oc` z`jMgutU3&2MeI4JPC?4|+Iog#s75f$@YIPkd&W|=4tjlp3Ol($i(uRnD)|L)@d<&Q zhV87c&YJ{!JdL0epy|L&Uyx^5=6pCLh~>tV5_AHHoDJrsdy_h4gsZ>X>wn%nK_??8 zM;LT7WS$)}j3{&RqPVuU_RVzC<7d$I$TL4CoDc(|R9@!PFHE&jYXix&7V9IKxXA4r zPIeeXtdvoYh2d&jC+?aBd_ool>_UYflH3tgaDcb;$7#vTRG({;^5@s^! zrx@0bVRpX_=t=Twx8BVHyKuenqj@T~4dC`&n+*Vxi`g}p_*3fUqHbFq@wnO=A$87q z$>G^u{U56MS3=Bmyde@IdL4>0Im`@&%PDZQ!+;D zHWyQQoh#j0hMtMSCxyh)t86v9-rZa#@_($nV7may#z?88Er1ecZ&?2U`A7aB!Kr8v zkHFPN)&@{|9uMNxYDOS#@ymi)q=4=C%x&(aVpP7WlLtm>mfrF6G8#l60qhOLiUW_A zU~-@vKwV{Q#bY-I!Rv`$o!$H9c>!l17XFX=3V>ozHTflJgO;i4iLIymlQJJ_Y*h1T z0ufPR(J&J|4!vLc7`RhOpz{T;7$9Q=oB^d9P)e=vx%Zv}5b6f#OBDo&TXfQe&;7a2 zvJ*hUtE*K{M2vYT+&7-tyTb~G_wj{$8|945t**YwG}-!G(68Is+hAp!C<5AxY}7d*_$y>66lz z`BY%r<0-8vbx&XnX@{t%ebKrF-+ z6V7cp5hL9NgO^{gL=HZgtNrYS=6bl`veW2~-6{|Qn1j0e@91~GAS{7NGrFFfa_MQL zcY-#{nO@a*uA1QFP+-TabKXu&6He4ayMc z6~}m`b~u9p#>^cq<7PKudJ%dnJd=68Mf;{NGUBsQB&`n}GppehZuP|LS~Wiajp>Ue z0shG3Yx?%s=^DMommUBU@P2W9n9R@ z@CeTr>m6x<2#w89!Ak5)Y4P3Dv{0$HN8W3}OtNXB36@}RmR3Uc)83xFoDfi&aSq)M zwWoPWEm&H#v+d*{34(Ds+CaKSwtn|@Zi#-UW%Vt^w(;{SP=m{Yja5jF^UH!py|XmI zwL5@DhsEXuA|%u%puLQ;j+(VK3j$Q!@lUKm)(yV<6KS1C>G(?OdSJo;bVkOBI&I8kmE(7(Ck3Ti2srvfPvoNc0^Zf#Z%K9;^AFKA&+4`aipVbNBQR zEKiPS`!a$}$&CL)10vc{8?{9p603q=rtYb)$5EiFg@MWh(#Z!n`r(v>0m(tN-B_Zt z`7dL_sH-MynuF81^xL)~dVlmWnGcP}I!K{3nf^@7oMdXpWsY!5lc$_(_NWbBCSx`5 zl{$hT6lsX#vA6?(_bg=TdsNR$>gt|=6V`B8jt(b{ygSFs zqn^2O)7b?8dIa1YmPq|&P(OVMF%ydfy#w@cFJx6e1;d2u4wfygSFPhQ{X z_0&j0YfbeGz?^@B+_MX0j#x6$m0fhk6+UHjC)>Dwg1Xd0RgO;@oY5bo*5zjp_kR99 zXtHw9YxVR^bO_+RRIDqy2ha!R9%th3pwlT{5#@MQjMM!t^r5Wt_v!2FD+kr$ImcfD zP<8SgYE)$8DgGKz4Zk_+XQ7rk0BLInm`1}u z@)tEl*mhv&Xk1fTdcer+fDB*+Hv! zvhDKocRxPF{QSx8xWBzj+ROi|>b&JVEpe{6<}B^RYPO!QAGZIqdSI5#sx#gTW;3b> zY4(mPxpJ&6(M(nU^P1lHop>!v!v-}iu9+lW@I*Q`^nD3IiSzlq>nwOf9Yk01V6~xN z)a{WPd5pk-eJAC%u>zI$UlDgBLL&od0<#YpPqSjhQWNu+4`rn1TD%&iy@8IeWvM}v zy!4nerPm2=_sZ?>s&rgPyEjqR7H^mOCbMKy7}ICeBE{@7++C%H>xjGr3dCKbT~qxq zqV}))7KG2MLm6O^FY7LzCM*bst<%!LmOq{vIqt>igueR5VIBh_?w=}OttLxTQ$MbK zbD7XGeOBeK$s;CgAXQj$dV9V&3$oP>YMAO?1{g9ag2QxyN9c7AD)T$wxVU~^xi$XQ zH34Kxb>F+E+T?#FcE(BQioYv8lyYf49^``qosB})Gu0Jnl%8Ky#k$nfHV@ z*N+@qn(sr9$m?8KgzZ%Qm5`?W89jZk`{|Z(UW!BLwdB*0M`19G;F7kcSkyNzJDOyG z5F|^c+U`2u%^{9c?JC!6?A>7OG)&Yw{s1v8zA z@Z)}&Qf7z?HQ)YJ`$9JUlbnmRq4UO2yHnDV{daQH`37fpuLvSu#4dFM7nxg?hIDy6 zwUcEM(-d5XVK;qjaNWv5cUwO^U?VoqK{^QSIl7Hp3Y${qn3QE{{-9Q-!Z1DEfrKqAXE@qGWL0f${6e~ zH0S0seP_~B3C3DsPz5}+UHXI{s;e)X9^|oC{~Zq>UpF*U zUi5_X9v>g=(UafGlyMDo6)(OOedQ0rB3rZg?YzG*KR%-k#_I6lAXc1Cl2(GN`Qn0uT~3G1ud zN_88FLb*9P#{nq2UrNUBR*tWEH;}N9FZCTL%JbQ8TLLNvydK>k2ueQIaM{mPoOpz< zQw__Zj8>qDkjr9>F5xx1VHbJ=Y4LU}G=CJ&YgqsDV~#);10fn1e| z`$h@Uk|%@nWki)N{G&`S?$CKRKyB-MHv1Qw^z<<*)Eurq(Z;<3N3Zwjk2#L7@C7;* z5>nMf=0iNGQ07>(7#&`1mFLS~fSWmJI?rl+hpWcGyRV-htE45f5_ht-*xKsRLXG#L z$@^-P*5kJy+RnvFl(}N~5TV2vQOTQW65AbPOd7<$ys-BdsV3 z1BkS=AVUu@#L%Epf^;{6gtU^u?Mka3Ic<9;~)WxuiYksS`FjyK{y()mRzaFJtBF@STyql%e%1T+t_U@!PsQ zU#$*TR;$D~`?G#3PU~%W3dK-lZdH0-Ve(9#yKBB?_}y2-<5!LTD<#?7fD+`%3FaFV zPc!zDG};oSysHQXrJX!F*+1AmuibT;T-%3RI}J|o8B3Ib)TF%3VTfeyz#Zr|LNvX* zwCa?f{PG=DTf?f<7bJXeZ0%jOYLh|6hcvKneD}Epqp$m)Ysa3OP}b_l-(n;A7`o;h z7lt7!@$b4o&Z>?kr#{Sq3Z0Sr%1snP*%oGR)ZdqiPIb@hHq_snX1|WnIF(#K zxYfqp>Va4Ip+BmOb5Z&DxQ@0pW<@3QP&20Z?gn(sOJ{E`Py18w-PQ2jzsff{BpqOB z=2Cxu0ZWtZ8HLG{T3Te(zlOnj^6g)ltbfoBn@b)(eewSHR6%NZ^~2W;r4NzeWe(A( z^W1ZN{E`BBb(%r9x_L$zu%VFts02S^q)+(G%!}o%>Wv+cVU2_xiZvICKK|EI zRXYrkZmKcp>-&p`p1-AFCCPlQSGms$OY{%3vS+YF;rMy4mABGP@z=|;6|Up@_~1vh zE6&%BP(OPX1wT?zsQ*hyr&h;bC45vWqnE z+%JP-KTE^0e)NkYcv`}#4$Dbrm`o+n{Ix_-kLS-<4y|P?50#0xtTCta8RWH(y3O;! z2D$xl^K4-z_Iz8m^}$jj|?CM2MQ9I|wPt|04^1K** zKR^8xw*e-Zyw^&l=t2~KVG#!XhorD|A3p~8G&~-E#6!w*`Q%W+lrSt}onpNcmP5tF z9+e!LpL>cuU-e`@D5mzQ4;oL*N`D+GC^)HCzw`nLzkR6^BZq!&|L`yx*aRKHNS;M$N?!FJ(t* z?`;k<7Qv{Oa2(lq&+joD&dA8P>G(q(c$ZBwwhFiv3^|f}E8SgqjU{d0%9TEh_$X_JkWO$YP_zkP;_k~Pxe1_FGQ&@^~^i7qj6Rg}$bTg-Q6PLW7JP1Nt9P_BQ zAgt)*qO`j#x%fP1Iy8@LE{mJFlV(Ij8PcsWm0gjZ2d}MnOdoNLU@93KBkk`?Cj0 z>cl-clzQs$DLOwV8ftkfXhhr!kkq3#iOo2PpCA8F^%(I!*o%Do_S<-b*$+1A`5n=B z+IOsu$Z|LLv684U_ebp=j~%9vy9%>PFQ6KC>I9Kt=Ipas*^f2kSVMApc9NEsk%j@> z3`znG;~-FVHc%rt^1A-~c6+GMJPauqbaD)4U+M<4NPwsIp-!rD^d%i}Uf!=>`&*A( z7LiERlcifM>M&iBF36B6wN&zbxPYS@x4pYKR6GQ&V6q{x&iPhJHIZoF#H~Zn7ec6J z1G`#PD!>OW-^M)U(u+d?3%gc-ayzRPs7GjX8nkJ*{}Z z>L{FVRI8C6#3`g%ag?m2jN>+dM&)ZA%}N*VbVFa|Qvk*u_GZWuu+7F17e(^aTVffMTW%fin?N zvH|CFdC^qemd zofsnfTpX<&LNa@Ic!y=0UJZ%De;HkN-v%)rxMb+%X>}}hd%TM5?NRB6dBNv6 ze;y#~G30|uvaby~JSfFc0f?-dzf-xx5O~$R@=dtz6gI@~>zMv_8jLRu?&D4!1IGNU zrgh80RwU`7(6=9!mv!RHN7PBiqwMwKKg$tP0cl9NG>m4ZSmucDE-R zjfr<^-&mAB`b=kO*V4xJJ?8MV~c7=Uu!hZH>SB{L}Y#p^VV zENP#z>dn^M*xy+$|3b{lts3;d>0bElTXP!Ld{4 z3ir+&Tm1I?G!Pnp^$4<`nDdKV`- zHtGo?KJQpYN|J_Nr03Cio>&__LDS1xrH_K1KQy;I{|z>e`v-F_>1^o z!!u_tXXTXf1owCLc>(byoXBrjCgPgbjVgjRcp@~;jT}+bM24CRu5b$R+t}6V+}9i| zvk2nbbIYFPk2QJIZhVlDt-{Q?Yz#`qbfNT0c(W`a(fl z*_TYX%S!wzdy!=+vR1SX@WpGMNs zIZ;X(Q%snxvCXkFC{HggtkT}r-FMt&%H|>Q;x5kIp^8DfLu31|`d60jlG;Nqk*HAg za3MLykMMI@%`xvp zfdP(;bqFOQqA7kkAN=`x`q6Vq77j8yXYEJTQdog=?u4G`a3iHaC2gCLL4_-FiE(O*^iz%cJf@FvDa1|i^tE~Q8DSx z&@HX(SH?ZB=xa$4gWQf-nkv@bO$WiJ08Xh>tqS=;h4ZfX+z4b48p@F2)dkSa$OgRZ zU!mkPg9s*hO634}z^~8j4{c_?X6DzEYdjXu(x0kwHq3-7wO&V%27_|-va9XA;JthQ zV0T7pcHHeNXjtvlsZ;mvPdrXH>G#Dt+m%3$pQqhDf@htap3`*Yz zG%#HzLA;#s&W?8F>0!=#)0udmX2v8pvBku?wpM2{v8(&0~JUxP(e1uySE7+Y%%;Akqwe3AwcD zM?jz$F3!drMC~LTlq>uCq$)G$_+6F?>pnxql$fh;2n1kw5R1g%W!1RH5^igG5I+VH zcvLY()vN+;Ud{$&V~M^2&dk-s-05U`xgL5=q$Dn{f>uCFrBDO=B?R4*x#SN!;?K)a z>W6>!P%#hqpR+TlUZ={QBTJw6)7o4eY~G2?s}CvU1R&d4%TcKazH$z0*&24-A)t2W zsb&G!s7r#&^udo0!7LX`=rtyI`IqCPYe(fxwaLvMJsJW;&fYv5l<{Ceo1`Uj z{zvd(diPADRb{nK@ECvn^2OFEL(8nneRIkAU~dxxHpE5agY7856`Ks5$9jFqoBv)vG+OEysn{<812AQe_T!h4GEFxfaYW=oSgME{6DT<0*59X1gC zuI|}q87tG#(Txba-&Zl06o71bV4}px*%XQ5#?aOOG8d&U-`}g;DtRd@2)iuoB zS$n;~^nBMoAf51||2!m8*HL|2`q>l>-Q8MDBWplCGEi(IwugYi6{(Br9qMIjY|VX+ zF($yf&?#H+eDne$OZ+~`eyWKqG4}@-Lt>Q4N|8xo?&B;-CfZThBVA%nbCaE196juC zYpy8_?gA*HzBrV#wE;83lBJt#BpAHjEi~9L*jB}uJ7x;$a)~t!{KbVjO^eN<$Sa|T zQYQQmHcMU3fchdC>=81QrN#%YpI9aS%Ds)DB_{EM)GxY zp2e|){bD+8(CP}}X}CjWQ7NlRynFd>BTjv#WGxnuLb}@AxcidyK+8Gypn#T_mV@X1 zG12s0EU!+AtD9R{OQO`6r_CQijaM2k;FqVyq7-LhZ(7HM^(YEMi@gsK0>-1Dg`H*l z=(e$79>JrX5A}hltC4!xJ@jCr07JWrp+t$+C=SRh z|6sfsb4}(UVj<}Rn~)pfbZ)E5q^Zvn~MFp00x|Q^>_B`=h29} z^(UE~8pMoE46DWAa8iGh@r?wos7u8@UNnebNW4Y4x;YNm3Vxs4Dm2GKRghL~l_2$S z?m#h>c3%Q7_Jb(H>12XO$XRec#-6w!Im}=Y$!gi3mlQCpPTvn4^pgu7KcB}tb}E#1 zD$c%EJX|*Z>g=!sdoP$f>56uQLjSm=%@w+Kd`VpA11UM|<_De=WY6b**JZs&Sw+;J zk00TSK>XaS{1xucicSw5=lUo)SM?Sg7vU~O{yqvz!8rfJI2_O<3& zWfzSC>UT^ol9GSED0pa@xmV(tL>LKWwsoA<(<3>##NZ!2xHJC4)LUMgS0~?1h&J2e z@ZGx0J!*wj-0^&+M%aZKlUIPVWWZZRh+)MjLLd{8v*mai%SIY~`uzmwyKbYW<44N( zx93OfHp*R=NpRXmtDfniG!0eTE~8S)a*m{`$)YYC-2o}H0UsYj;D)iTKVSUi)bN_) z{3Rdj-<-EpiMe4{3wu#YWxhXXi?kKKb&?FP z$U6EVh6aN#tCVpsdD+uZ+cU@)8;>9s~gZSd8J=qhhjA=}G{Aqe}vLD*|Tk0A*Mf4CbeSej| zo%nz~D7#d(kQ~m)YwH1L@k#)JGvVoHh6Ip+q>aGXs5)LG`3xO{rxHQcXm9VPXC#E| zx3g07k$cb{PjZ^X0eqeQ5*nj0)3aP?9XcYvby72~Q34i1h|Hv@}_tmKs_W3SSz27DKzQ;=LVTQPeLdz+E_q7V~9s@7eU z8}~@a#4q1v+ghFRz!CuOpGl`f^_3JF@XgbYK=E1l`v2y^f>Ske<;0i2b}3oGn*OG) zsKs4`7{N)`TSaP+szH~0bhA>n1GaN^9^g7rZX#f?)pbz1wlLx{R%BG^R_dlti*cA~ zb>hY;-bM8BhEyMFBUQz3J^lGU%n(tYD`C15Z(0wQ>~pag|JJ_<$4o5)H6YV68~{>B z7?3Z^TA`>VVKM!L#bhTBi|KX1QV4g}Mqn~&rFf}E98-KhK0pG{J6j5lcQ(~~&hvvs zSy}EJ+*6jJ+Mu{_oP8-!^*b4?er#$Tn=rY}t&%%dOhr=yB#Z9!`%kL2Qt9-|bd$5~ zzSr|#n@3;}0L1!5XW~rZyv#pqQ*xNdP>Y6T_N z6XvJ?bH=@LtnPb~sZR{;$qF&i-g{HP-xL=*$EiOS-Wq8jK;$a6<0Jp9C|zx<8hy?8 zbJ~5p>LY53glAMAw^eUY?dSX`zZRF~7lL~_xt+z|3ufLQ?A<@dYgA-1&AU=nZMKs0 zcI$eH4J`9$iiV)GGiK0su_pU|&8wwP``9c%?^IvThNJumh^P(lyoKr5C(cg)&H47f zzx{$5bKBzv4d%A=1T6*73>Oiyg@Qk{SV5lQt}tOK*X&bs?Jo!Ypw{g~7f0 zM{+BiuV0DgeTPIQz>?mWdo0{xc>k}}iX zPxM&v{|_Boo}g9xS*j8_`s|MUwW}b(k>Qvb-|p%Av;#0W%sa;Z6#eD1&~N){vKPw9B3v05|P@kZ!o- zB6`2dpP!HO3w8A6=jU5N7i(u&xI?hdXO>3b*a^eZVss7ce1pzhuLu3))SPX`1%JW# zWcgpeKW_?Pvuy7e0P`Wuss(#Sz0vizWUWr9p(FYN5JU^(+GanfMM4ju0}KxzenR)N zY?#*5^8%Wua6jBp*6O^1BS6di$%-bU5oDu$|*y&HdV`Uy#haeK2!^XG7?a5aT z+Oz4Jv}#K=a@#v?E(z1Qy^>y_d$&3%1JJ}c4P89wTeB)r1;d(q9#@cMKt;(-$*X|Z zRFmlGX$7@Gf)brpN<{7~bK@2Kw~O1P4u)IB=C9}mCPV_%6>uII*Y|5kxf5*NEs1bvxWSgjk2063x%B5# z4PVH3u?WN2K7R4%z`$64y}5T!MWAmwA(ZVk1;v{bRj%&)7c&!`K<VauH^bs&K=yMMC_QTe0IaDoAhDa?) zk#6L&&>ylRkH1Z_=xNe=TJ^rm;6<#4l~JA7n--@BIxv=wz#gC)#9lhlBgn};;dAl6 zzS7WnVH%C2s`5`D#plBs^|~ZTlmM7dlWC99|GEu z;g$6rCK?1~`AOC;0VGKmeE4c*h4M+rtC+})XfZqJ>kFG|z4xX!vSp&uurfz1ud)tg z3T2{y6d9=7lb>V}F^lycuqa?jd}Mu;ly@_Vly{AxDcs=LE$&l*hF}ANWGK&^Jc{f=*)3DOV1RQ1qf43m{hha<1lZVllCHcKl~unn%j zg`GS0V2#=wW>7x&&>m2;L9UP?G zbRpr2c--t4H>_LpqJx_Y#Lipjz5ZmKZB^GvV~-zcOK_UKxj3pvn$AMX%>_9G8vAo7 zke?0t_VFX{-C;yi;atYLxkjIZ*%LrU*Vr7TK{&7r^OQ1+Iq%|fSE)3|DZ`IoyY`}= zYT4^A#X|Y_AAGdPXWy$P!p5n9jZ^nk@w(byUsqevFJ=~5x%_NVY2;DtLz|)%?XPSv+ti!O@G9LUe>Sj;_2pkqH<7O&(DAsO20;W*dJLsbVYpcnUGX*Mg+HUJ&AAl z{?4XZEc%M~&L%Tvy^+~cBCk|PO1QCUnztmUyEcX|6BCp&=UT7VKYi=1-TVH%$Ghb^ zi=@Ia7x6dRv{@xveO4OZ{j}PovGecp8~Wc&nMYQcCw`x_oXUzQE{nIsZ1GIlSEth7 zxjIV3Mn!Nt1b#QlQc=lLuiP~jepQlMdP>C1=1T00O+n>+7eNu&@Nz>R?M%&%POqT{ z5p!Dk`UK0E`tyrG_!(o7+>~TBfZf?#Zi_Fedaav*uCwUPHfP{of zOBPF-0anZPo_8yATOROb@9Y`I{nyq+G!ZR#AU?A!LX&E$w5Es_7sVQTr1xUJEWeZ(}Xe|IK|^PAWA3BaM^B106T~|P4LdsN(nQ%v6G~S2)YQTD zB-usq*Bux6HDpuXa`fc6$0Ow~#Vb>LX148P4@v}?5!%sC`!pRaVqRF7#Qf0aKi~+m zBqLrS(VG{Ir)g>OcQt1@@AppO>YCFy3KDl#1yr?|wB zx>@A>LSKJgN&lX+8;Q?-M;Nm=B_?ieCY&{r6Nzsf3{6Y?zC3THvduo2dImGR?(J3H zK@u1-mn7nU2%zky7Nj1BsukR2VH7i5o-?r)kV0pka|kT`{F~vx*lyQEm>{Q`zISfe zyWQ)cjd^GPm3i-kkJ-Frc7e89=0mY~`&P{WgO>y5-`(`S9uIZkQ2*#huy5!m)rngV zdRE`tNU#$B)$#pGl9LKArYbPt9j|6ipf#qVCUsQes|3cxP{8+i1;6p>-)~X-l#1-ZTBn2S%oq2OTvriCx{OZ+qLlPe?!U#^*scl2^{_ zmK*SYL(u1(s|=|9;&YigYe)3)Ap;5|_|wD8DAMo;zd8g{!%s%!A?`2kFq?4pT^K#_cZ=7iyqkBnU$<4aH`^~!%Om5v{9ZGq&ZW{a zi1b9fmb$_RhUHxw&-%5(%V{_5({#4=dvo?~9_XQb`RrDoc&qU8>TcP(O^k0cmirOu zE=Y`ujkecUGIhqVT;pu7D&Obi)g@-fZ|e&bLqn<3bP1n+sy>&*&UwyW)JMpt76Fzm zg2obMKL`N=RsBtoe3qbTC&t>8HTvg5eLVyz<@YMpRnU5jwT&8`zjNv^#ZwUCex2w2 z@*9Lt6z}vZ{0YevoZiGKwy>k@<%9PuGDU^9de88)%{RO3=-D4!=Er{JY{zw~Y4~cU zpDpIvR0vhx-*y)@$QJlo;o35%Wa z`q|!%6-HGXh0CvaXo~p;#}n{BL=U=ETQ-B+dIyX9R8dyGWuKCNQ~~?)yjBM)WGl$+ zHb4+R@W-iJ-)j4yh<-vz`Fe`4rJNk=Ddq0+;It^LpX12Z&cii>4%5#af~C);3@EK; zpKKBz9;BJuq=Y0#rw)sD^{S1URo+cBS_6S#dQPQ`uN~kG@I-#dOP3DJ+b1MNE>jkfL@jI}W7XouL0Kl`=R8xfN z)Ab*)H-#)8K4?0}xUtXo|4iC(VkJ3bZS)oUU5kqU9bx__~b>;>~akHadv;-i&7@DvR0d6|` zvK^?P#V$1|r)x@{Nc%Nt#dgabq^t{|6tE95sp?HppmU#zcQNo3SU=mmT5LV^Fwt`( zdS?|>Lz4q2kk7azD>>D4clQCQHuEwjW-cJZ`5o2dPBCD|tW)%Pqlmtv-BV`D5{ng^<=Sx)+QQF}fUVYvEJcmwv{CqF)v z76Ok0u5789s%$6o190{}6W8xV`2*(j#OHYrSv z_AayyF9ey+LJT)s(Z0BDU7SSy&$EE!)&+Ss@kiP|T z4+X0&JoR<}!6GR0UPLVq>A~nt&Ntgt{j0Wv#?jSO4a;L;)~g8`cE34#r}G(mSBW)3 zg;bVF*%_*?TGoW-^Lh{-V#Gu2XMZ!0%yy~z;$KFeBvV&RsjlU44d7@;LOR3k4+T|sb*s%1U_oXV}O zBHsfIJ|1kfc`w8{wAzJe;<`h3JNLv~iCk@CMV3)v>fmg3P7}%eSUL9`zTxYr_kkyq zs54MN;vJWNK}QTLQBhHwxKKmf1bR`Bk{^XrXgBoQnu6lO>r(O)1V3Vdl5OSZ#8t;- zx}Ts1h}`VEX7upAm^=qxiK3y^Ry^)$p_ZI+rjbH-Ke{FDZj-UBWe4w9tKJW*gr2&Vg%r**y@;a`$K#Da3(}#t znqY`s-6x6^+g2nm+*BR2Dqx9!gkf6ZQvb*x_MXBJ(LZkm{6CP-$Qg$iqFk%0`_U4D zJzJrEVO*M-N!wMxg|GPWc`gE`XS)iw90i2AC>m-ZR5;!JCN_h?8^s7E!i zy&)!kq+42ubL!t(fc(vuPkAP$|BU@r?XXZBtSf%Idwlz*D|;tofD5nBrecC$m+N;` z3$@by(xQKt8OvZLb;7;3_=u^uguyMZr;p}6Fp3GEmj`as2S@c=tZz<}TsL%f#$TC} zT)s<+yN1s>?L~y9cTwnimep64FL7FW;4JLc3z=I^_H~Qu^XBw7IW$dOEU;E`?(Z&t zSW0xR%zANNxbTB^x=~f$eYssvs3PYQq>f|ZxCgp1)-ZQ*TP zrHVCl8FA9dKywTM1V@K~>oI)F)il&_k?5}iq?PJrwMr1)psX^a4k)gpqPY3;0d?j_ zp)*3fcZSBOF*FBnY7ZeB{%J6zJMNbCex}c)_scF`734^zeobyOD3mVu@VqLqXBi)s zy*?H@(`!6fijCT{{q86p?$Ewn>5<<8J|y(%7pwW?^Ba3_6RnoFJ)Nh; zJqdP+wYOGOS1k7?gCdDST~L8c_S5THO+`83q%pttd1CDwn%VGjkzelc*UKWH(JncA zF1;r-Y~tID?ELLf_f1>fC|?OZkI;ek@-&8b=`fkVS<3cIQ>|T>*GNPJLQFczA!;+4MQ*@uTI_sKrN{F%mb|m-I-MJuKqu5n+74YTZ;t%=a^{7Z08iRw;g| zBb2>)om1pKo)M(B8S3?G*=IJ}?CO4C3~WU>h}%T%5efZnGY z@sg8pe0M55OG|Le6hEO(n+YVtk*4zs9F0j3Y;J9?-KP16HfyBw(=912BEI$1IT4fU z-IV}|-``&F3u!FY(y2Lq*Cg&<1Hq2i9RVXaZ~v0PNPk4?QzJd@`ZILoTC9@QtnFhF zccdYD(NPq7x9zO_$;pH3%y(WaUJP(4(OisMQ;;(GI<_?eL-s<+)Y4mJet7L_V=w>- z{hwYuj2^mXXpPrS%(nZ?4P{e~`qKfb2S_o#5JhwR3WA2&$z!shZt7XQH>7ZaGNZA$ zIj=h!qwL$R=9O74B#BSLKN)@m3B@E;$maR3F6KDfd%xw+@p)PMws<_vIcq$F87i00 zf!|P6WSr|_+~vUT%)FNVNFhy_Xdm%4hMU3W*U6n_z>82Fi5L*z4Ax`Z-7rTl|*ZPL@hy1^#sR9yCP|p=8Xf%jI)14ZS5sGL~(?v<(+H z=c=5&In?V}-4U~9`FJtcVhT;m(GwYHY!hLj?f7Tr&1~!$@q8J5O;q@ng_ZfAJhWq5 zz4Tdw>G=TB*i~(19@>YiI}FC3;tl3f?h3^({DuZU4cWsu5Je>{N3M|})$g;!Gbd*k z48fs5%}BQ8oqpTG_lS6WI4kIMc*E2APq~?LaSVv zDA56M))ISA?pB}c3KQn}((=0UDWz@9_u(};&h*FyB;SsG6u2IoHIHWGAavg#ZRi%~ zGtO{cV8kdgH8m5Zs(yF1sG(Z-Ff*7zOrN;82&LArPPZ5R)yr3f7psg{0+q0Nn?LBX zx3&~?NCsyxH-8B;jWDEh2N5kk@NA5HOMLTmNViRK)>k|dU#g{$NWNxx#b{3Hv)yK* zyWtv!%QCZzk%Q#SuU3H6#L6WM1+Tm!DMGWbb{^*8ppt2(%%>F(kJ!QX?QdJTqM;K~!?|U3{(FW{z zUK?DxYlRxZ39{!*QnfDMd`727xdHZ$#;H)fsLUTQTs7%|9q3^WOD7zT>z~dl?Sfr6l+>r zI@)_?seh31C&+5-Xv~d|p4hRP_gRdrx;T<~GsgllBqCIe=TudiMa{%@m+YZ;r~6iH za&{q$`~L8J=jlBRUW~yIE~nQG>mDjIdA(>5GHqd@a7Spi?~4Vyu7l_K(Lcmx^}ANI zn@YLLqJ3eccnU#ichyjT%3Xq@G2ShG zP%AS6-}T4W2wo;fV7w3wpz%4Pkn4(>JIDeFAlu?!RCg+dO9#xNjNCHf!TQHIxa)*e8{L0MAfrE0eRP$U|SXhgc zjEaK>Rk8&xgYRD6M?*-JbvK8Pp1?&;7-28eqdlmxS@h#8k6{Td0VXx!b^H*k0r?73 zP+#>uG?%2o+H4v-W%~Pyje=a?&^Px&zjH6>0eeaD%PR%>xRTX_|577*bNvQ|$RcDx zMGmc^4S?IstMYZ5`(@sqvOIIl(&lNmv$4gG@cOv^V%-Qy`V$3h*Mvtp`lLSrZ42I%rt z`m0V~)~aq0ckKeadJN1&vboS{C1tvA$70?Yjh4h3?C*JW<=ob&lb(H|sEdF&8#!t& zoa>7tC2b5oPlm;>3a{tckJO;roF*=uAPWI*i%MBi=ioLMm|juB+=^N6H$a}(htl6l zq)va#HNr_VZ7HTA$iY!Zd0B|Tq#8PA#tULf?H@dE({&8TwJ8a1>F2fS7WN=iIUCW( z9Q+{m=Ha0hv>35sM;eeY}AWb%OS|TYJ$4rhsE^8_p4NU*Wb{)l(GHKb5{e^MZXXC z^u>aIlY37l4KUg$)L9WpfC)$O2w!SdX#iN~R2Ho(k zqh2v|vqy$+%qSgMGh}LB1)Zk#uZg;xs;FG<6(uKGZ2=_}Q}q3(o+<}?rP@Un+EMoJ z-o7;fi9#V{a|58rvjTCZ4U7Jh1Fj-@PZp&Q#!VXGN3|0uAz*wH0HDD65Ax4)K+s%n zccfz^>)}sFX!crvYQj)?oWmtMIXmF)z-z=_<^J7MT-J>sb ze-+oD{n0*sarCt`C1NzAmS>@3fNVvB_~)N&M=2(QdvOtt<)Qj9(i#{+9`3SRX@!*J zq52DBovE#>;Olw{LJM4j_M=vsi|`K$XE8o_AOf1~tLgVwAM4Fy4O4pS%`;r5l`}^| zFs$C)k;_z+J|Jrd&3u$1b%R3g_+ihS9%}uLe6~P@sW=87 zetPf0^l1k2WT=X&YCsNR4b^=l*cTyK7J-@x{Pb2Vs^!j$`CyLFzrD^1_d}S%ZQH4? zTRB;Xtr2usYYE;%)!x;}B3{d!cS_uEuTWyu-zadQyk?IS{z$2c%(V1-c7&DpVQYIP zO--JBn_T`c1uo)}n?CakfnSSl~z83KyXU~TMzW9PnWVQQpnYKy`iQ56W;aT zj{r~O#|i^YKHlZzLE~3Q(GTY$BGO23o8xu|8;l`UGu&vh0KePCXAZi%6v9oDB@`fh zB|x2t?4$)Sx(PSt=o)+WKnMPW@)EbmPC5R{HFQ@|@rZLQqDBD>bvosAODs8CWn!g5 zkOpw8|MdVIDzM-?@sxD)oR=)hW!uJHi$ z(s;sT=oq5Jv4*lTbRKxXKgc60I^drU*8Y}Pr!LrloZi+45%=)7sB4&vc^_0Fejeve z18Tss<49(Y`6Lw@F!)+{g8-5~a{{KwSb6QwUJh$K7q9VI{ z2_B5K^v3x_%@enL)o%H3~q+F^5|4WJ~d`$XJ6Ue1RLcDbZG-|5O{AM zB5eZb3=z3jk@Zk72v;Ar-C7MqEb}NsZbEw>z?ySTv!aShT8I~J1bT?7hC`L6(2n$B zVH7Z0NN&~o<^?yCrzWpMGjdWrXs7f};BVUu7B+$_V7i_#XpFm|$!xYywppfe<$s)y z%hT`Wk-i-FVD~JRe1B7bd|2^Q@-5>dJDiZ@z-$)5LLG$vUI^DzwafN~UI)7Os*S6? zdO>M*%R&9Q_g~h>D7Ki;&0-)@;qF{{l5y*2}KSTs!3n2f@LmH(d zK)%L?XX8m$uA7EDN*8X~yPYbtjuTsznlSX%Jwb#mG)*Nw;_^>4d?wYDXM5o6Cqr4)!=7*Q)wmNOMZ1KxTzXAPiP{x^tGX&v$o6iEO95 zf0g$4O{q;`>`;8)+8Q zNy9MW`0eB2e<^H>)Y(WLSW5usQl$_Dn!66%ZL$a`wmnuJt7slcD_x~|2K3Go`#F|3 zI4LV&*!n5UAO{^_Xn6uHca*Za_ryx=;Cd!iNriI?Z@CAR&BJlqw3mt?ooZ{8jQ@GM zc{QSn+Y8I)D+RuDRq%YbF{=8FE_FZF}%^8`vy?I)jLb#;@<iq4$VoD2sMRkdUF=@B3}Zc7<+hlQ$Re}NlYFHzFdfar;;%`mB^+5*9U&zrQ` zSgQ4z$;lEsMQ3iD(meYoy!=%{BTVa?eyXjmFG2s@AKA$MXi~fuoX$yo0{iut0=EzD z8=5?lJjCMB36@*^{&dD+_qL#i+ai+LgT>5sBMku35K@3IsRcP;#Io7}yakwG9U0YN6_+N3@! zJ9M4{*U$o*J%V|wxO(pdv99>cKNccu4pP*(ZAE*CP|CgNN7HPlcxD7N_e9Bu3-PuBv;U$gKFMN%HK!Xl*^C)vW;zZD8 zrd)O3J^xr$Lxm5!0vquM;D$EbD(YyJx^GTYW?+Mk@9tCx4wa>~2J{m58$EY_-_5j& z_}HroyZSeb<`wRR9GYeO-RuiFB@2GQI6*X3?40~xKwLzdFuy-5z8;^FBBIBZlpKQzy$>8q4tOQL zQqubqpcP|Twaw1Y!?ZHz%kZ*3==ydGHMV!0 zuoFOF7P1hz&7OpJ=V*eqWeaQtT5BFqkmUS!Bj^_`ygF;cb(QFZ&^9W3s1OBm?#~J| z`ieo_3U9wR1iP$f;&@4Lod0FA?RbdIB>N4)+hOG=^v<+Jt@JqNe?SXd;wXkJ>BIQ- zmec=y*e_7}qr6U>z8!}IHg&^n#1YmQ2Tf;VUuuEdE`E3gb$=^>55>dnt1g4OW(5*w z@TkicqyMdN&X9~^55&c032uXvWx*^oITbDgGJ)pIc6GfqG{h-79kGjcAd|Iu!}BmV z{VHXuiG|e>IwF4S$PQw`#5?T6odJ&Dqm*MMJ7re2`z7v2Bak|L5cW zK#=XxqWfl7@34llvGVb?#6L@?xNwk)T}G0(te!Q{H;Zc|Coj-q5JmKZhY!VQ;Le*5 z!$a((RF&9iReG%(k?7rUFD_zFlI$^Ys6*o^cEDqq4Hmms% zwloBuF-6qeP9@#Ja_{7n6@aWfA?Tk4Z0~4~n|`@7L8(JCSKFYcO0cz^G2k?U? zRW~GqFv?XBH*~$T1&MfyLddI<)zgIL=oN^XTCu&dLM^q%SoLhj?G(0epwqKJuf%nj&`#FH_zvNJIFXs?wHL||0Cn{(}!Xx-H`bxqa`^TH`y+S zzg$>KIC>BoBzzN8Qk}ga+w&Ps{&vocPcOd~KZsQ4M^CXVm??p zw;LIImOH(94OL;co*IRAi>l!#&WW^F?QdJ^&MP_1e zf(BaAlW*C3A=O{54Mz(^+yOq{rR)bEUYloq1+kTut1W`>rx0>deI(b&E@-t+lg#|f zRB8%s+ni)tnKE>USX5N!4{?cWmo8oUF~jRa060i>gB!1IuO!pzBKAQpa-*KFco++N z*FIS>P2R!^#mz}^~9?rvgAJ299U()T9+&l`iLHmoaBibSqKJhzv z5vRNpEnF4O?d>glyL9MV%;{=qfb0Ch5?)M2Jxx+kFeBqo`P_4E6$dCbj+{iTYX5RQ z@Y(q!Y22Zc`Q-9*2Icwgj4&mKaILU@i;=RTEdNxWgMF3x%dY88fpP&*V$^!f(*1M7 zRbj$^7%<&octOs_M@Bz&16UJXDJ2?NF(F$}2JsVAxc$WjenOuCXAR80N{9h1hE_E6 z4hRq&Q4ib>M!JxtEeUli9ut)rP?$XJzKm$XxCzwGaiKTZxH{9g!o(R^Y!G zIM`o4h+#|X4j)X*ogIL$vrv37T;`Oe6xQ7@B+1Y;R$})d;11HQ0O_=Xa{b=|KKzDV zee_!#&il>mwCh4aYW7OmMK^I)UFKoX_8=c@9Z2_@kz4TBjH+UwR=}Fqo9>EPrhmRS zKl0xCr|!_zKzFY?jDa_?r_|w*I|NTd$J2b*$otzu##M9wnMD~P5D_^75z(mMYWE{d z{NkN0A86xH37`3A#+?M|maj~ZJ1aFAGH|@V$$$@zWNI`39z@l`X>zxv6}Zw}XU0pkUM6r{ zt6P_lD&Q6{b_D@hU|?O`$k($d1$fAocbl?*BT9R$%e?^piWP+&xRGD3aCLt4%ou@_@mIA zrAZBVOr4adcvS<#@0-lsM+A^N?E>t;wteA-6F!Dkz$3jDCCf^F7&zHIT^vJT^;!orFripP zq%4yl=y%|NhE3fa-o^!-3QSFIM_c6-4%B@+pk(NRh)qV0BaA>V$>opaX~8jz5rKW$AKo_#N^4=JhT8Tjv8$5=05%L%?AZ(Y!}r#J95mH~6{B zRUQEjg+1Ky^x%=b-VcD+;+ejUk5AUGF4vU=uG&M4YwYm@u95gEn(}9!;spCsuFUo& zFD9fPJMW&7SHv#r#l>CxAyuug^60yvLp z(*j^^Au^@^r|g5ZoLvl3TWvOn@BnwgBm8Ly+GYLO`wYwC znGOqPxn8u1J0^A?KDPL{TG{}(NFR}ET||Kq7oyAF+!@Ynhs2x*9Af(PWRoFqMg(C#f(bk_5SuXY47R{AE|SlIr~dFG zOhGogViGWxCZ9eAJlYPMPJ!q**o1+h>JJ+FExIXTf)d1VLz22};cOHY4?KZIrN5qZ zGidQKrV?;rf+-9PHXBc1LOq$93_Royn@->%u-Jrw=g+7E!`o(O4v!Ra6eA4TcvKFn zfdU^?fCKjG(|bXu@*$MNnZQT{o^FH9&e2E&)d-`Jh@8)0xoXXnTVQ0}yz+`njxgN@xNA7Rl?; literal 0 HcmV?d00001 From ca29491fe54dc6263f73af831e40a39767b7833c Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 14:35:36 +0200 Subject: [PATCH 02/19] Added light and dark mode image --- README.md | 11 +++++++++-- ...odel2vec_model_diagram_transparant_dark.png | Bin 0 -> 108226 bytes ...del2vec_model_diagram_transparant_light.png | Bin 0 -> 92725 bytes 3 files changed, 9 insertions(+), 2 deletions(-) create mode 100644 assets/images/model2vec_model_diagram_transparant_dark.png create mode 100644 assets/images/model2vec_model_diagram_transparant_light.png diff --git a/README.md b/README.md index 9d394a5..795e639 100644 --- a/README.md +++ b/README.md @@ -34,9 +34,16 @@ -

+ + +

+ + +
+ Model2Vec is a technique to turn any sentence transformer into a really small fast model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance. See our results [here](#classification-and-speed-benchmarks), or dive in to see how it works. diff --git a/assets/images/model2vec_model_diagram_transparant_dark.png b/assets/images/model2vec_model_diagram_transparant_dark.png new file mode 100644 index 0000000000000000000000000000000000000000..6b9488490f8576ba8409648e8cafa1a874d4814b GIT binary patch literal 108226 zcmeEv2_TeP|36Ym3o1z>l2*$sW(L`2wT^vHX=aR>VHjpJmXtOn?L{Qgrd11(2x*~Y zX%!_}BxRQmKUfsNV$-E`koe(G zItUn(!{h592|5S_B{WpupG9GCDZxDb5IP?;f%_B&Jw)7r%!y>N*%TcF38fDMx8{>6 zG*$?o!(-|oap2k}gimLK-=G=%baVwjyud#=%ny$8!z=(Fv7w=Cx+k4##{#31P)LkE z5)GQ?+gZDj?R5}%@R`jDqJv*nbXpJxdIZnpa)Ln%363z!)+WoEYOA|MAGrDh9Xxk9>*X$e?OXJ%wUlfmlDb( zbNq+s<}Vr^!Wg;_t;j!OxB+D(ehGssd5yRS)ZogB6we1PX%(>iB?}fm$>(s`d{(HK z3gSi@CnSVU6Ys9Ljl$(}!hhQ>fWsCqPTU8g=kUx%G`M~v>4;WOmOmfB1HzXPN<2O2 zaceq@!IZoi4in#@QfNU8E=Ld|eqRVD1Z+J-ieQRl7;#q~lj6?_A0BzAY2M5wHObzm9-qvl!4x<8wkmD}@(245I*+hz_<6H}pcR zq!k>W;TC8p3ZJ5b#1790K?)6FfMd_{z&W~v!|bdW94z?b;OfpKx--BhYZ~~0L*lXC zP&>-eUk8D+gPOPqHo+N=vvr1%8Sd7$LZ4tZ&&L^ywX-D|2f6WWtVu+7W}vZ`i!0d* z4>xjgvGWcO^Kc`2l9=9TQkV^gi|643Nfbwd5aS*~wT=J-N7&#q`+m>dot zB;XT+1ok*rzO4-o8_2YF#k)|#Y#dnjfdV(79hc#4OtWVMKx`-y{6G?%LYxHztOq{S z1IBO&MIgNZLnFCc2Oc%aE(AZIr#{LNVpIT2K__fgf@{@WTv;f70t$&9b!u}bPZv`>?61i zjz;$INJa$P8s|wfvJde>aRQy7M;zeZ5mwLy@C>>r)Dy-Dw?m^0`5t^*TQEhO02PdO z3Jr6hctm2T!L~Gn3pN-uvltGJp^kJuSS-St?MA{-iEdu5kyO{nZ~}ozz}t|?G?<-- zh=QWJkRn|0o){w{SOLivh6)gY=OgV17zPXPk8|gTTL~#P9JGtGn{_D8krWL0x^;lF zJwG@U2|7|mkwPa52JZv&a<>;bv(ffkGQkU?DIv_k&InG05jx@Z#u)05^aN5)b^d$A|bE;X`fl zKpfx#X(*R48wihvJ|0Y4pCGsc7C(er&}d~%amEs%n^=HGEN-YBe6V9+86(=Q=?rZ6 z$ZH7aSS%I1E6@!FKH*$Rwk|}HI~{Ay4{?KYNbUg7{zu!DH}vTklXCfhQ>_ zIFRj1!F#iao(^G@aGoue=PED6hv~7LQh98K_nTCp+#bZj;IiSgge~B$i>KmgSAJK99Y3X zNaH-gEUkRN2k@5+K8Ip}xW^e<69nLbVr_*%(Y>fFrhgcU8pv9T1QT+o0vDRK zSELcb$4Nj!q5KK{VV**sZ6wl}j%K@qF;HZZ&65y92)`Sq5+G>5rx(q6p`pcfZ1as0zJsVURYZ=28(Bg`3H+a zoJ0Y^C{Bnsk52U=ii9X{zPk{Hv^BC}dy&a@R<>wLXt2}hsLV;dtPQiQ-e0%8Q%3*CaiZ-1n-7aqZ5z=KgXv@knF zIG7MsxXvu9D_US}%?xy53VlKhMUI977=h@4CJ;m27}hv@8D3oW1_n|pQ;zV{FS9=zdWe4|S3cP4Y7lyG_q%#=b!Pv{%FhpP! zX$!LsW;xkn=`=tbuE3fRNX83&XpTI*KP}wL-jU8S5`_n%JTM__e^{^!kPReTfju=4 zjNuBWP{Ta~o#2sNBAk_03(O5g_bv~mk`A{qK4F!qKa-ar60o z^A4h7LkPrRLt7G#Yv=5Z3~>l_18)xWv=$*k9Q+ArbdZaOznh1Thq0Tnixn@F2=4N% zZ33D8_TGVBShzb!2%Wm2YpzS6lgLwOE5I9}_!yQUm2Zd^3L`NB7STy01g8-w{5S+( zWEDx{^PL40Cnp<+2uCK6YotK$@L(jt#~lNDa3UQs0y+XiwF(7S0$U8%&D98xvhxUr zg&7+$b}jfhQ|RuMhXZP_=g$6nL!TR5TuO@D$LDIXk_TX@@Bh8_|%V_ zOXMM<+6Tcffi7r!E3R#Xy91;+IG->S_-$;%*h3>||F@v;N@2uUE~VLSzN zCWx;d(lT+XQ;RsUl_&211Gloni!}9xjyT4h%ZaK%X!X&4Uco z1bdd1x1+5)9tT~zB2nBRW+au1@UcPAt@w8CY!|+(t2Gg0=o)54f`$3hh-5pS56q5j z7l^fng}@OWPOfgo++ndwWRu*2Tm{a-cs$TVhqdHT$~V;v9ayM*F3=WWlE>k|LWUv1{uvn?VvuMfP~X`2>rF$6of`hlSc1dF zk1&5@D2W>>Vgrrw_07-%06qWEQ~`a&md-z39poYS&L9f3!eG%6c2pEU(hwQSWf?oe z{Up|}@S7Fl3QQh)2o2b6=pmDV3dAn#n^A%e6F}A&E`Srl*W(SDu0X4T!3{$J?ZD

814tC;c}E}zL^a6%|-;d%l~;s0?KI=u2f zmlYZs8V$b&I&R<-;wQ3L!u3XqV)$^x1m!}2xqS2S54-C@Ea#`~k*rVV{7;)QQ2s%G= zTMjcif0j@Zm_#5!z#Rs}3rLri@Ikx3g)~RF-YMcdN*WY21*w)lBv=Ns z{QaSH&YyC~-{SZ8dE$5B!LQMoKMZ_+4J7_Gc;ygwej?DJyw?9uk$VKJEPsQ2*%Z#pt5| z*ZqZRNm9~(jV^(flr>3EjTHNZ{&u>=ux;?0%qR(>q22tARWC{4gKmsW@WcF&;0J?> zf%Jy^aY48i1k@xC4=2z;>2pw0IMn6G)VZO=Iiw_Q4oUEELn44IlnenT6)>C&_^s`S zF5(M|dqHN&vMaov8n-7k(Xu`~PJaFk>(u$&807BHoj4&EKh#lEO1kYsTh)1iGJ_ zFC*-rP&$_da%hJNFvSl!eQWwYAM>kO^7|&wkEYFUjU{OJMr2HWHHn~hNn#rY%=_P= z(!mYCbMhPisM5hvfW#1$M;aYQV(0pwX*v(N-hZcpQXD58QN%hjS~_%BQa1bB825E({}2A$L4K>3JyfZAEHTLNV)X1bDM zS|mnn82!DAX%S+(^v7aawAh0E?=G2jbcW%Op*Sm0Wf#aWiogq5Mn6ebABNZnm$Za) z{VJLLRWkdlWcF9d?5~p9UnR4@N@jnR%z^^oUnR4@N@o9?OJ;wFvJFK)zkb2Z|1x|G z|G!u=>+&-zL~O{92z&f0nMD%*S|zi8F4n)VSo~R;4jl4peDCm)#6bQ`htD^E%6IkO zKLxYcQ#At2ze;9D)NFqZq7A2;Nj!^^>c*dWAcuGT-wVL6MHwR^6F&u@1eAXr0E(S? zBV0KD*Hdl3^L~4ZzcfOEssCKX?00FfKT!`r9A!ia?N1qsIPg0%_x7j#hMb%~`hkbJ z*T|nx4bs=TAMnjjf0>HepDydioQNM>l)nvR{CVGc@fWF>{c}0t-?L)&r_lK^^WX>Q z{9P+%|8KKAu@3czEbn(hUn7~_@aOMX-Uy*CNgf*+MU=Gt)12|2;kw@@@~dKYxKd&$ zO!?zpeb@5eSTXxkZuVoz$zPS5{f{eV|AO3X_=|ssz5-iflMH?LGDwDze9tnp%m6kg z92){+qv9_PhT4X=<^PNBC-#i|AtM}8lKvSk^otSx=GzMXk9~E(uVUNpzKr7kda>X!rH|A+%XoW1miLSVR3@n4Vv|FoV9sb+s_t?f_oEMETzkLs^l+n;3r{tv!5 z^DpXz{ae=B{uHv3qTvyk{Xtp(<+b{uF6>|6U4Q3V+n+;6oSpj{==@Oc^{du)L`+HI zLH|=CreAsGQ0(!~^}YTrYi)my;vZxBziMs&gs;Hd4c3;hp&hySlY)X^}3 zl$55F4FT&WTGqC2Y^w78zOrgsI3?-H?%B&nvzK3vmw9*eZ1`r>?W4E7Ccm+e2~5yQ zoI~2Y(fQtV+Qx@=Zqu&CYsO!4A|C25D(I|M6{ht*sd~eC*^vDHNwrl{1E&88uc)Pn z-d|?ie|4?2w49}sjN&ROSxu?me3VVJ)IF0(Gy1+=(pyt5dZx_pJ-bIr#&6Y{xYnPH z3q5by^n8M3oZr6HQnN%>aX@CKseRlJGa7zEW)|b8^96UM=dLPIX=(y~QTV-@adeK#NRyH=Hyss2c#p&41O8mHMc+DNo#(r@VZZGE!lRllq*sEV#JABlBo!Swgko$FN#XRdT!;o#Uni^Xb^sbq-KG<-LdVX0} zb^TXCp!pg|oC7g3U9-g8Ft%h$sM0H!(FIxy93mIKYL>dUU|=&j!n}J%>GDZ)B4ocZ z%?)xgv&z14-{}q|T1|DOsd^80FFD$~CRIMhLFvr2r_~B=Z4xPKxeb70^a7uU@?!pK z`AY7Pf8(*`Ew^$vtzPA6Z@=%^tWrPtoaFJ64*MbLViG-FLDH~I&M-bAcSD@0WoZ}t zslx5*#n(?x5Z_#d1#6igKjz3+DWNYT7kT~al*`q7oR-T;3MIL*$^jR-= zlVDj{qw~v?OO6e+2+*3;^ja)^h2%)tI!MKyeqrscC>iO@l=)}RsCaj0?cwd1{V_u4 zv(`K1DRW**R@0;=Eo@Eo=}YXz0}^%v-N;RQYomk?F9@2|JABt( zNvZg@`OWakjSCXR8+gDPC3HFWYfn2he4Sh{QWRr4x>qD;c(;g`p5Qv!SHZ5cLJ zLfU6?FSI%)YST^|J-{aKD@#7J^nlyq`IoOb48Pyf8f@aaIomFL1$4J8cPck$YPeT- z!C735+zXL;YRL9Vl^ji)fmk%`hZMRQMz_|B3A#TAJi<|A+io)3cA{D2!EQ7{#wH+0 zVm)Rx5vRSA+b zl*;FpT&2QeNIe@?xFuE!uM^gGTy!>`FfeX-nO(6`7KIGyXePsxP& zl-7->xpj{lCiU`3U-?hOqF)QESarXvfh5ua3 zX|v`@xR&&3Xm!Ly!PnKTmO7kIS}UzRW8AiDWzG^Mzhpev#$`@)vSb?*v@Cg}Xt-Fd z**g|&+DbB*sU*204?yKPKfkN`?xy{H7V7w!9rb?WEu>A?O3BLWIKA0p^q{*%X`Oz# zsoYfCRc)7WH{jKFGO7f|&1;urC2}ZM5mL#+LdS=auN6F8 zsj4d}-4iV)Xj;BYlg5_FddjHYoN?O)H zqRwpf`$wnc8>Z*67CxCct4J$DLCav}nOo49Q>Ghp{n2MR({&2!jC%+|nPgdWlidL= zWmBF^Y0@z7RLveG<~g>290#VhPb|9bx-@s48R60^^)aUFE%W7$)?lcF`s2QYBJSw9 zguy$$+Jws!jxBn8MdeP(vuVRm@3#j}-;^z~e}vBGIj+2%oBi&l|CC2SyeQ4xMtXJk z!!qUf(-r4$kgAIsO`*A{${m_=;08hu4|^zvqhctaskFj!jhEUT&C;8!0Mx$79a4IK zVP|!*;@XgT=lXFfcWO+onnh}cvhWuWPN#a@n(U>O{I>S%cqVjyZEwPn9oIC59Zq)peT3uhoTmrszM5j=g0`~)$Y zWYeUIjYgZV^;WmO`Q)xcKJ9wK4U>&yp%c7o%__TTv*;I_g|tQaqls_5o^%kZgqom!mlow6=Dd9!`ORCUr@e4oMN)f@ zq(KlLVxnX~$#sKnPHAc#1JBfDaW<i3pl&N~~zpx9-W-6~ih4 z0HbvJ{aGsxm|`AxUt275=tfhGKTdqW0Qb-QbbmA*yZDo0aI(fzA;n6E6X9j z!sB_e;K%SZ!N$(N^7@$TE~Ci!q-$otQPKimo+#F12y4OZ3#0bU>AH=@JidG#tZN-; z@tWP5K5JLYhq9D?g<9J>CX@krv zG;##{^1em|t6dfP@4(3$BBiDg*zwg@1BXxJ5T zaUXW-F`#E(>G9oCrsaf|No_ut!Jvt`ArtKBy1BcuwrF-8ULNuJeM@rOUryxM|vr=UXj8RPUapSsB0FL*pXa?mAlR&U+GB5h;8W zoVVNT-9zon2w^p; zo^Qsy=&iO$I+gdt1kQMH()-S(sQ%Ok^Iv9cHUD5eX41?(UeqUr5qI)=EnqpXk7d3% zdT`6Rw8I37Uvd zHUZ5&G0tZ{6%BUSrG&SgExSqEYL=L{NiI4O0Blh1Ao~{c@pcqm=a% z#2B1z19ZdkGrMjbO&wkIe9L0}?W((j`&YcHvsxC_j#}i(C|M=Fu`H9kcP^N975dVv zT8n|EQL2VaC#rgI%I#B2@=_nH=)3Pp|MIEd(X`<6=Od{vySJ&zI+*pjMZC(0)1}3H zxSM_xS#7#=Cq*qdXZx*vi)$m_Dw%4cI@kH~HxAMr~4h&KNfK4FbmNpJ)}kBHA}+ti}l#d=Wr=5%oy zY@m*juB^B2e#YUGgY9{K&(5n0A7W#A_coR%s3LdBURpO^#Wrq|x@q_a&^_@~ZvDcu z)$z)U4$&(TjoTMT^!Vp@UspTDSS)xwXXWSKbY4msK0xtdbZ;g7=B@>aa0T;$L7dtPvoDV+PsUCZ;_sHS;N1Wmn4<>eA ze4}stsAZkGtSSf0*`hPV zsVl|I{WHW$lkyr1ly$q7a&PEx0U4LPJ5qpu1NLj%=TC$4q8HYxNB6c==bh`G{&a3r zp^C%0i=)R+vvzlP_sHDWU#cGQVtY^Hm(Q3tGc_JsTG|Ee_AYwHgkB3L4ZT(gZ#0Uc zy$zeAF>TYez$-5eK8x)qO(%#`A8uyV2aX;e?YS(1eqfio!J}Gk`MnI)s45pLz1F*a zZLVcNC^n}AWwCk$nR44cJi91(lfr)?NMr=anDJiPx7KAdY^d9BkQyx2Ff&(v>`v=! zzJBl_+11W-9yw*#y+T55@zeEcgzD8i)9$NN5?=*v-5YYzCZIY^FZ^+s)g9i#QdXTX zkU_t6BJ3_1Lk=nuhPK~7k<=IYdRgmS*7b*eUp~}ctx#De%J|r9u<}N{^xBENng^}W%jBZ#(Y=$pc^MOxF7jJ(ap2US(MAg3;#cXauo((ODWwWY6Wzr4#UzR?-eUqF~Le$ZRl z+nr5TuiD{_nU$!&G;sHw*VYY-_Emc>73}`_xxd)4u#J6u`^LK!2F1E#XNIoo+Ys{+ zK!x$Cj(jiX&8a;9uBOWyo8N|9)XRH}=!8YTZ%(>%+OIgFH}&wD$m{wSnq*GU&ZEyd z-zLYQ<zoz8$k~jN0ujE4?mRHH{DQ?;by_J~b%-(X`SiDJW_6=%Phg7jTA1yRrqDsXJcz zzUC9M6LKF?H(gCyKS_Pz`SavO);U4#_dWge7Psf@%n4~Q=`M_)ws6^niOS1zlH*)o zRJi9XaK|*}HO4%;xjYJp*1OjoN8jA(Xr4c(yE4h@>|T@XDeg{-Umrawm_ z#fzM~4t6(7?;1Iz8o|$Ay6!}Ld@n<0M?AItQC{A%4}c#MuIW{tjOw{D?{3PM_buu3 zWY65YbcY<-TZx(S?9l<@rjzyszSn!2D-OG#@OW^rs`qedCVKhVy?L*aFSevbP43)y zPq)DL-5rKukV~)`5OQ}MY?Mi;C=c3xyx(9)LFY+}pfPFL@GbG}fxT%_9mzSl0iWtN zBT@~Rx6Z3x*NAG{o_o)``g2B{Mj*MO<#VZT(Mo^XdY}n8<@jY@CgnVz<bvo<-)3Zb(TP{-QG0d)^xiKu9QlRV~3B{+qffp z$4s2D%fA$eBN{!~nCN$@v#RI{S#9Y3yL^fWPysR);QMu*k|%dzwEdV z&1@I2myH_|iwhfC@t_lN_! zhec||dArLp>G9K3&K}ZUs$IePseD)YY zas*1tn`4v?-tyz8*+DctT42l0Dn z8mYyKH7nLIDfsBmU&Qa130#6dyaea>iwxejmx#&v5$I0-bI^~U|mltK0@6+ zN%@N5PW$J^K%T!Td{sl55gC3k@z&?=tt;(Q=dB?3KM5&lpB!ZJyyMn~>{+3S$*;Y0 z`paKL1x`__G!g`;9I3j`^;f>dX9lFlFG*RDS(?7oHtWFSpwpM;?pqwLFI#Z_NKu|4 z&!yjJuq}J<$%7MdsfSyE>?%Hqh)~a+?;%>FF3AO87N6EH{>X(C;I#G3#6&Zo1Z&^Fe}7{&q$t$^il3@>AGm$1#2#;F6ny#G`_w02Ug~PO-_~;V zyhCkzvy|d z6z_q)T5;RCiWiAXLT)hcFw$4d{WRDgzGCkAO<`H8(fQF|%CCuYi+N?NAA`rH*~G3To3-ls}dGqoHo zKIQbW0!g*OO1){Jf+bA0udc;>qrmvW$5d#5KB5IloxxbBrlxs!t5QIb@G zJdzT-r`=^9^wM~rW>P7-cVz0jP~oW+z+56^pEmzIKzq{+WcZzh()SA*+n(w^a=T1^ zp0!!)&P0Za*9y`#G~;C^FRkO?pmCh5=Dq9#hja2LWNvs5j98tUzIQ9{M~yqr%TBWZ z9L6YHZRM+dTO$MZC9lnY*!1q!arYA^`z>GBRFy`?WfaZJ%6~cI_K`UzsX7;LGD_Eu zd(g1T1hM;7VDkCvuAgpKUG#}Lg|`S7o<2gztFcC$_LW6!0NE+c^74a;kY~dNc1|4m z(mV$_aMV8l6~b5lhGX!#44I9+X&3oq^cIuX^CN(1r`uDnelJ4BPoJ#wk$G-=t5xK97OE8?5CcPe>2sbBg)qbln}{XIhGv%47wwxRjf>Q&j>J5*az?=`M@`(CckFA-j_MWhgL7uZp zj!Jbqb8M=t;%PhVc9a;iw}FA8((zCQm}ie6L+EEXRL~2K24@>K`*PxI&y5H;atZwc0*i%f}XNa z7~!s#f(r8B`@0Xgbn6S48xO5W+Fx`;=Y;xVp{}Ty8u6mwEaH6fBCGZgwt`;eeUhq) z%i@N>1v&B|DY2QWlP4)(dTY#h?AmT~$K(iVflE*$Q{iQ~s@ z14&OGW6lqrh^Kxi+~RS{$EHBop0a$f>x#mZe1KIa=NO3Udmw~>`-lPakh{i5XWWbLuWATqka0)GbNc5r?vGE+M8J8 zxejqCT6NuSL)1?4Xqgs+USY3P`|1;_(LSG(O(Ng5EdVOE<$<%;9AkQ>I6IdayUo0P z&a2YeMS8yA=$^X;;hhI)y}%BhH!kAX_`uu)@zd*79}*MFBfbEF7dk&*Q+3BZFMr0U z&3TCj1MiMgKZaZKy3l6lTpju?V?R%dlbW#+@%FvoUV9#Y?n!Ls=4CEc zN3N?bB(ydNsyYhaMJrzf+T+=|Z&-PL!D#9x)`wNsz4mUOpkZp{cZ-!?d)}p@XrID~ zGnwA|>eqS2Wnc9!P(QIhxcIc2oLj8pV)I7_fkic03U$|gotg4t*EmECkC8-e1SWaU zqsGqht2n)mHiiM*@~!tPGn{lIrar!h5@{RDbEkLntlO8$=(ra<=KK z{cC(%EP$})KBUB``+{g@X+Rc62{;2k1 zkU_)IQ>V@oXi=|LL+I?F{n8kgUPN)m_X+Ihyrn~#K6^zb?14jjE{>9UoZ}u;m4fIa4 zX&GHJV-2QKu8tFX5bJ;kareYa25NvE>^^XV6gVcm!5?qtsYH8t=1AovAhY;(sRb`~ z*y&ofUL~#|s|g=AA96@ZP8st8Z?{mr=X73tulF#wRDl5Pfq!(b4$kf<@RsVw;toSz|nX*7%(vB&pJNm7}H=?qPoD$=CGQ|FIbt9k0!!UVya2V_Gv=QwnJ=#*(!nt~Lg zHP;x(IrlVPpCGeA{?SMK=PRuro?Qz>hOOMr!(s-jG^a%2%F{_Ez+wJ;Z(exSxd1&^ zLBUvfClQa(>T|eZpB$qVR>#CB4kS!+tV_U4El`U@zl)V>c?A5c;()Ro9CEvk^&~*T zsIjncuf@ukJ7y8}0|!=q`5bXdDL3x?+3V|6mND}WhgY-k3c>#H&?d_hx2?0({jOZU zCc9E`z<$H(2y_j$ws6mK=T>N&x9BVq2a<+T1|B;DE)^c#+tUF&v6=UGUDoL9>)Wn! z#_j52!18w*1@?|>x38FQ04CDYgAs(wn!9SRS$Y@>zsSd*6wh-52&;lz0^rGb++A6* zxc%z!rS<|QhSnZ9vu}I78$ROJ9ymT{SF-amaAKRAIj=k9qK}Zq6xd=x!p798-lN2k zkEP)D(=BF0BufgP72OqUzXx_X<)He8aBz$YU&eJm-8g05Tmd!YQSPZ!(X)*dJ}T5) zt828rf6?@Wl9urS=mkpB%5BuMUcu%Sw{=Wr`It)bV^-}1eD^~2C}{9a;fiv4V9GV? zbLW>m>mHb{r26_?`I+c-yADjCAY{3kHG8%*_SN<^-X*<&5#yByX7tb0pH1U6AXN%P zV}>UyB|RM3JV@0gG%Z@M!P5dRe-K_;q!xJ)Lux{rm`-oOm4pRYy`244d106FS~KOT zR|jjaKy*!W=PChmmT)AOV4^+!o3MfD-%SG<>xUQn9W zt|jBAO07&3>up>pv=A;^*f1-$dP&hqkWVTi025vNjI)kFG2`PkDFYU)5ZbAB2iZ})^N7jWoq z?F94Zu10eH^9>y3c$-(&j8P4t?b+}uD1;oK*k2lE-z76lLZ_)<4-RyxTBycW4=7SJ zWi^{Xka8>U>CjIlHyQ791Gdf6>Y@(MzF{I>x)emG6Q&Dpi%kzPPeV}{N zIX6yu(|Bz3!Dp+jyrVZnIU8F_axcm)q2O8>u(5`NYfvW2CQi$NZ38}lSnPrf8@XtmwKrT8SFKtJ_U0o^eb+t^VVb<4?G|bORp>=^ zt9r%x%bK%6k5YB!cR{ktTeP~A6SizzuQWew+ANuLO82#yVoKygoM2O-#o+9&_g9ja zf@sxb2vYDGMcud(mDQThaH}mho*Pi?H*y`OyR_UKh5l23D(EoQ$*d zhXP^fw=8w5rswu+H(PG^js`K(#fk%?hNCv(fb_)lEhP-mDwu+dVkn4`m))=i8(fww zryVN;_O-uMG`&llW#TjkKySA640H9^>Mp6#HwuBo$7tKoz#W@761X?~K>>1%rUCgHsH-OJ&-(6D;L^{~B_wb%aI9c=JjoIn5 zKqA;Pd{eKsktCl_ZaR3~s?oZRJf(pi+3U|+#}$I$1j4_3+tpDgJWnT1)AO0St_?UD z5{E)SK{>3uB;a&SxqDH?FZwL-_^Ln1F4KrQY5MLV&A9TpmN==RSdY-uyVq#&JyEk- z*ZitkvCI{7@i|!qMY_F8dJI)!4IG!7rlplY&V->rO04oC59^9Vy-m1xC8HEB1juA{ zCMMs#*pj}o=&_)7>4WUJSuqz9fH4lm-^_tGwU_oHZ=GCp%oK)2vD}N~YjGtlp35JK zQ^6ErfSE{-_ey&?yQ_IzLfPFZdtj8+ZH2v68^>~$pCaJ*QJjKy^lg_%r;9$^jLZqD z%|bA$Qd4nZAl6hd5%YMtSrk~{4Jbwf1)SakEZ^F?y>S|VCOP%f$2r?*(`G$OOUF{g zE^^BffR53+%Og@Yl_brBX*fD+qSkQU_cY%D*5D3JS4vex=d!G4PbD!I`W45OA6z3| zCNpfQ3Y&I;z4CicTb?o+h#;bDl&y_snXb8PkqeHYCq5kI5Ylz`FX$M;dQoKm%e|br zsIy+#0h*%&Bzdqq(oCRYLUs=60%iobm7Y(9P>%hs;t?On$t=Yu4jWyR0p7wJle z)GiGtN1w{bz^2Z=1zcQuOM=h4*P{Tj7nnu8nVr z3Q9x25dl<>(g?ei2aZ|TG#BXS+)@WkkcT1T_fSFVv-m{EgN#SdIhI#4wYyX`_OoBA z3+_4h+;er@DBN@&d7r-}APX1@?=JLKEheft9NMxZB%i2X&~|RFUu|D%uj?$Qvt%MB z$~W}#Xf6mR-UPA2Jp=VSbnFfVKg!)$-MFHEY2AwchPxMmLO$!pyGNYP4#J04)%IxW?cq8&NetWxODGObadsXzN;-DB$BxMc3yk#BOkvL zCr<1H(Pg{OgNuz*l^(Qnf^t_3Ky;=~R^8gc&f?;?uWlc_fvmRpQmCW(x;&HM*DwB-^j4#nk02pD{uuOginHdnxtkPX4dgGEiF4>Iw}Tt;vdjU#tofBu zyDAG^9nDZ$KCF!=V?r9;GfNwQ_iY}gF*^HvLVQfU9KP({F;{waCE8B+3-HiepI&y! zADF@C-oM;CZ^a5QVY}$hz+PT*ILl<2=;>%x*z#3<4CSs#79YFj@M?jDw0rmN2erTt zJf&iqdSLa9dFiPlkAg?XA0E|S%IeClHeVE{F5J^+Z!Xh#IB8i*IpN-1^)DbUl&#g= zw+cAK##`@?Hk<-!32b){nFWxECwW`BwkZ zP6rbku=N%dIOXR>AA9WbJ1)LCS&dTb1j!M3pHF&=gy{5`&j85QjYTVn6@icPIO$zo zAcC_SKnK(PzVY)r%zF^ZW32#=yLbDdsuuUO#U+98)y6QB9JlbgbMy!4odummhoZjZ zuxqQvxGm{3zkDwvTrLf0lN$|Md=5l)wiqEJh&+fJ2p@D2oRN0)bd2IB#;0* zPcL>C;1}jq@{&9gW58)E#sf0pTgjnwOipmk>7XO&iM{pDfd|0xqj#t5 z$4XAj-8l=Z77z5W&VA*xr!qHVb0+Ljnj|wuJ{qrf<8_(Vq?_+*uSh>xZg6MZ7vIY* zK{YXji*Wwz=T#q2Eww99>%2VWo9_}B7`WqH|2c}& zl7<-Xh-Vw;y?995O17^?t#RDDlDS4n-RI)T@JWbLY>8s5<4SmA*O*6L6($FvOst!7 z7I~+v(B{(wSes9I#he$Us^$fkqCCGW!Zq=-j-TBa=_|iw^c1o3frVJhE^Fn0c`|;K z#|g>q8%p{C`sdJVniqDlj-5y>d>uMvz;Lf+=lkrjfXkQ7*|mO`chjO92Cp(EOmM(z zVq~0^ciDe_qI7@H3n4W^UToaR06D28M;)UAvYa&3GM8ZC7esBV{IOLg+|Cv zsaj5IsJk%1RG$MU!sY54)`r)!<{5u@b#R!U@3Lt^zE9#!8Y{cnTGRG`i(=7A!U7F! zbn$ZJFn;&X2h$=xMaCdx(z~^8vX@U!VZWHX8n>7I;vBkKcIT>U89#^OJ^gi&nAV1s znA=<5)l{o0Zjg^{O)uUXDyV0ueKvh}V=*_(LcY}HPPK2tSdQ+RteKkN_pb5jJ1lxH zZ=Q8yz#{rZZq}3Ym-lVdnOC)10vSl{@nRjiXzcg0lP2 z1HA920@MvIz1@*2c;LOUHlQ+v{wbeUw#BA@^pUJ%`=Z)AF6k}FwSTSHh8I07#mkt> zN7L>!oMw!Vz;7ukpZpGFw60n#t^C=ot77)Mb>1(6dbY~8=o{bP@Vw`(*6H&8=P{x6 zlV2K5zdTc0ES{QY1CgrV^SNzPNs9ubT4?+{0r>(*#xoC!2cB&@HCGMD&rN;rp(y9L z=%l5>~g*B zM8rmYe5O*oEjYK1q<`_%fvdIrt?}{lZ+Lnw_oD{i=JRRwIjlRte|WXxgvY7L%FT$0 z!MfC>83ksU=8ySz$q(!n+M5qFtx3DKdfg|TrZpuDOigHTT3CIj2Jv1m=0)4I$ubLj z=t>_-_h1v>DvVCa&+Anlm9XJe|MQpScjF4%a){aeF>QP3Yj;lE&vMF?$rnK zgFt4m+TK)MUgE2?m=CR75E8HWJlM&pynoBQ{Xo>GzSiD@*ucEQn zN*{$3=$)E4c2@M6-Io~(m062BE}zb6^kz_;f2W)hfNLG4yl!w)l?IAsIDvVMC@wzF0b>)ue&(K!3Yad zGps81fNYY>H=7`D*&TUb;7u$}1-d6W!PB|x^@-CCZ+2xHdd<4{v8SSW4{gg?0wK!K z&~St6+V_BWpIWccdL1Ob9cEOgZA?1vdjX`rsa_7KXmXtua^dNipoz+s_x(sla-#WN z`SDRcTcTcnF`F?-B$Ae1Bj>O9p>$40wS#!^@ttT(l zXlTzwuC92eVAKfZvbIC(5WvR1hKK<{8+mZpxd?%W~@HAoy6R#utn9@vY>s-#g4UZZ%S+4 zO2<~$AmhBnOkh4_r-bK#e1oA>SLV1~UQIzRDRwWHF}F_IqUxYYp6gdb1oOO7t^QKt zxEivnok?GWy@CEYHlu9d2vJyWO$k-JQVMloDwj<6i45^ru@xB)|oo6 zqex*#zDm9J8k)3rS5x1-@|@}?n58*<%$_(**7Rs(3z`MCoUF9v525g68I)3AJSvP4%Ro5Opt12t6t+)d+YD!D1 zb%%`_DOp?KvN^pLHqm!stBS8Je`10nWT=zn5@s5^kP>P*ejA;w>on@3QuX9ySCzc2 zZrtr$yKh?{t0u;r*fhSx`wBs99z7f<+dlT_nX-fTKI@E&{xH6`>**D{OJm}0uU|IXcpvvtQvbH-gTd|WeQgU~qmF%DDdF7-=Py*wZypn2L2%AZN_CN-LTU_Bdd^miUV)ESleslypat-SrT%Q13m6Iav(YKBPdkihfZZuJBFxnw4wEb`v3o&+Yi`K?6nL3@ zT>TTjU6AqRDAsOH0WRi^hsnQ1AcX=L_y9G6Ig~YakK_%-@HaS+h)(qlzI3~`1of{UjrHR@CLAo%GV+f{~F@IL)rreY>;Kqd=UZSOG@`$? zwSNxII5CI_*!tH1tW*@KKl{2K<-BJzKwR3)0T@UO@be4i*T`NgRmR5ubL4)K05+2e z3%aR)`?wz7zr%0m0xXLanAvMANTH4!ocNT0hwQ(GZMT<88k?a^H-Rzw;kVMiR%nI- z+CnNAf7xl;mmIsla33?W9K6N=EFp zVrQ)S@2{JK!fvSt+4U=Fxe&}n1+3e%p6$8xZ75)XtsmmYv~7%i?bP-8c-fI8pff>V z!;J)?7uM*f!3Q?+e|`%G|^bYjD{T>Y;w4zXX1f`h^KaIQ)% zUoY8;-;+mnYs&LRNBOS$XwMDMng7FK#sCS?9S;K}VB1(t|L?)F0|%Qg+O6-&8s_zs z{L97%*DkDXR8XAXbBZuiC2BI7Ucwls@B!Um?wYcxY#tzhfs8Yu(AF8qjLvC zUF~0Ga3bvDYD1v5ko>JZ-`|g`$z-x`GjBfZhlI_Ut|IQx>?Xa+h?-X^F6E~s1hq$z z;Vy;3rm$=c|J&EZ&Zc7wVjAkZ=X@DIroT21bx9noaco5z&3yNL6rV+eAK=x=@Lq?3 zVc(D)`Ck^2_!Yu*T_j4%{CDwvW5`%4;O&wc&5V|gNW8)mTy7If{qB&JAdejk*8>92 z4n1b}fwiGP+%cg}A>d3_K#2Zhq~)dmj-tE=H2WFmI9+d$q2ir{mPZi!&3pp8Z;a<# zbcaRATljgYIA_9{=O>`=jHm@8+)=iy@k!JazvR$3eOF0%isOkHdzqK`CrZaJtpw zOV2HU+IYXThqPRKL4t5d!KcJHFC+Yfo`C(Ho5l~JgW7f8ouU7m|DeGC29OJH@NpY< zk6$aPPKzh^EVdA<>oQF?JLajVs}mY|3bz{AUleao9dkQet_Ki)QK|y{tcDJ1=BMN{ z&K^feyDk}0kqzGh4Uh;@HDMv(Sb0GI#jhoh4|&#a?y;;0!!rmW143M`$+O+LvIVH- zipq+K4Ih&5D^RMjGBHw&H&1Xk-?*(;C|*!}X)F&)aj0 z2P^+5tkYCWq!I~%2k3|l;i#lTDF5MK|Fvj%YK6pKxC*8p7Rdppd9q`^U^Zr$nl>Tv zI7uH`yVp#@3Zz^FcsyL>VLzdE*fCSbF9Q9bCj0e&Ga@i$cZy~|PGy$)i0t+9W!@#t z5A2aitJi?&E$Z)Yyo`7suD-CU#DfMV5(_seeuZ$VQ$%{5S7`p^0DtK2Nb+AiBpQ3} z8?3!x;!0U0Gt1%+nOr*b|BLczZ3A2Ap9z&#l-GcB=x7rBPg?y#0$9%!7#G147%#!@ zK4gZjm;p%CQ^D;QP&f5`@)Ht*{T3egKh|l1>pugo&I_@k0k?_f7KAwAMVEsoB}Ep( zLj735S3PL=6UH?HQm|qlt4S5DfPwnj>{!CCVztPdlG4Ifq zbBB3Yr`#~5Rcj?MK9asaGm?8GrmD1DtodoXcZ0Ra#`P*p<>?WWDPGdY@#(^s8ZEp95 zWJY|%tGp&^VdA(zVAc}X`~jT|785>)0byk}s-ig~-jXT}`vKK`TxK{iGLP`mfW`ykfUWaQD6>`F9eP zx*0HmaDipF@}R?F2*yCMmd`yK4v(Y==U7j{wkkpOfnPbRS<7g(@bhT3cSmIP2q76> zwl1?J{&_^0e}+$ug20numKXHai&)UTz4c~7N3%ul-f5G)ogi9#=KdDjxRvK@oe~%$ z_5*$f;T8J}8K8wtf&4OYtq3@`a(Eofe3btyR$@Sl1$9@mu6GVdRbR)4liwdr2nQW4 z=mw$h(|8`&+A}MAd2W}X2=>pN)ff+Zt`3#hjtx4mn$Ec1JqCyHr5u3L0o+T04Fb&c zQ^-$uPVi|GQH+DeChRwDcs`Sa@#8>0M%+w9`8r)u*2fh6p@c*DL8Ab$hmiJka4sZh(NT!8|Y;!&@1X@^Q(;8}ediP@ z^VK%3%bdl+!U#!KS(r~$d1$6FKKaza+ygR{+gyi{v#-`o+tjv#ZL6`=T6|l}8~IvS zfwz1uaELAZpM_pA>M3fz@@Jus?j0M40eG5RnEi2hP3O#V6+PVvOd2n+c>Pd^8-`!ELotpl^VJoZuzR`Gbg z1O_to->(}b$BCkN&4XI45WaZp>dcfC6Fu&7&XgBwx4K;?o0kyIHlexwZ>rTn6q@=% zY9&8_C?MsC5$R$lBfN$tS6YdW04pe3d9eRkqto;eX&~L~HZcLghuf>7#lZ@>d6+}@ zDiA$-Fzf@BL=5KLeA_^jft5UD8O1{!AR~mu4#}1AWLr?XlPmg%&iV zbrnCEtxJrqnqMZh*_APBYO+{st4WmXqiVLc%EecdV?B0teuA}--SMbknUkb;-v@l& z=d{(>!DnFEbe`}cPrYI0Ws+4o9h(VDg5VOHkT6R?$AHkW~++azk+W`cCpR~fjqA%Kag|$n&Olrs3Kcarv79~3UeXrn+lh0JpLbf z(^7oI=?>E$t?vz@Wgc9T*mKJiP%qs(p>Y4$n8rW%XEaSpnqtQOVP}o9&8QoZcOdhq z`IVu?`{7rD?&%TGA&|SlVT995OT0*ifWH`Ogpw3{v^mG$xZ*#lV@3gg(>u)n%J;R~ z5NCbDDo@J)J+q1?VXS4KAhx0h(UGj#* z;qo|5lnts@W*t@0p-)|ANuMh}YhgYEZSeIL2DEc#w0zyyVBq|8VCNU_K20XFSply0 zEGA2FvSi}Y;p^WI8+w=O=d#?ke|^U4cnxSokp4si&_5%}$*>XS@I7`~o_=<-TFr!yJ% z?0dL7E%7CNu>H|(2-bFfR)n&Nt|@of-wTxG*+NK&@Aq(T4JH z^{S2$Mt3wF`92LS_KzeS(KD4W44LV<)$27i%Q3gy^4}hG2*~dI;Q>3?y7BemA^Cq8 zwQ2g7)`h!#Y~%r`Y!+VYi9`O8^{+ymcj7)TLFYhCl)zGDC!k*oi`?8;Vo7bE*R(Tc zvTlyj_;O2}%yj8$2+QNdS5q0J)omJ0<=O5q=bLiScc-LeaG(n_D*b2QS|keURnK=* zE{qnIri}%}tn@Kq@I~RDxR|8YR`bD;(fpptqb_c-VnG;_Y^FrUB+zpa7JkER-L%`2 zs{V{9j^sY5Hlm13w&Z5e$_}j5P<7p0Nu&>?rULVdD0oaoLG17WCv~7Y%w6wt)kq)a}1%e@$i@ABP>$FX!?L^kX7qqX%eSw1y zKWGm4riX$d6g~ln88)AhE~(_4U$OBt&j7Ow!?Fbe)G{~b4V%;c-7tN z<}AaF{Lkv+Ia~}@Ui-^;4=zoi3yf?kPaO83gc||GY%k%m#bzTvue7n~ux$c`8@9$|;TBY$l&3Gj(yEW*Z zlutXX>*~$&MYDqCn({Xc zF&#RIcRy!n$ymVh@dNDjOaT6FpR6*XCPy)P4qX!eI!FH=hWha6_v*8L8Rp5#u=*`eBY3*A6WU=eg+!zO)9( z1VV?UblqH8*}!4VRyn=$6@2NzJHJp+mJc8m|57kH6_GOXubAqp1r&ek+3so+_mBxh!Hdr{Vl z18ZfA)E_O(UuK{>UVD2Ly;Zg1wNjv+&sUc&kx>&Z*mG3Z4oH3KtlaCJj)xXx|83D{ zuIXlElAJzY_tffgMtK;teI! z0ULp7*GvF+Vxz+RRD%HIL7a=;l~x!IYeNB*&;aS%acz9K>BY^Z9W z=}7&EnJBG3EqJloDGPM`ibIpR{V!R=o_bjSkHGSw)@q?&22d-iQto4Kbw9Q?poc26VritoJH=1XGjBZY0}3Mp@dH05XEm%A>mq0PL|@NVW+ z>pXT4V=eR&gvNaBcDTonksn0PE zDR^z3a{3GAowUkZYR}|a{`9_1PHJ#-*PXOrDmI*~({(Jl0Oo%C=bF?uFa;3>I*wF6 zDY8-cRx68_R0X5DE#PRh-0hE(=YDJ`ss4z0K;|ElUtUQPjsLYk{)Awo9#}5T+kc|? z7uDJ7r3qIuir|yQzHdhw)qgEaF>qD*tKos1@epL^`xn5jU@29<_Cm z5}#oWwPw_7d3vULKC4N%q{^{F;DN<>Ld>Kjcf63+&H`}k3JRCqlv=f$XxlXU=RjJ5 z+aT*%J(v0FAJpT(eDKKS8-DM{ME;LMgv(33-T7kKI>cT+i<%RRG@jPWGlm7iJ^WiH zXkL4AW*=O(z4wJ#flg4Jq@JIl!kkC-Cgl)CHJzXbd+bZbr zlH4bgO(wa?ISWcylkNaGfW4&ZY%IXvy!>AOVghnL35m%5Y!CI*27!!ZNb!F_Oa3H* zu5q}D(p3IupwiPg|E-nu^p{nWuf?25?BG_Tm6H$x@w!}B$AO0Nrt-kh3?Wj|{QvAW zAeM9XRkdsjhH>rJ9h&3CsnY7lmrhZ-4GVU(87ou;Hv@ZZ4x=rnwLHC3C(Ka;Y-$?I z&NUcDc&TDt1hN+q1Bb?wdc{SxwI% z&udvfST9E#-=uM}2fAIyICw))uxCkNYG!KvikjoOk3il zoQaWA>Ewaef$RBDh56oQRquLtmXpQ5qPbYJi|>N}(!d?y&r&4*xkizaQ}jH)CYhZ+aM)}wNjLGSgC1Q zQq_w_&KL_|CTWZ6=;MC(q^^SN31SSKUVK8iXM!_pAY{$BH1pF;@UTi73 zU*+@w142nb7nto{?qXMEK+E8NBE41s41#jw>>cTZ2a!-ySoY(Zlh^|EXBR+&QkobB z@dC7%oEQa=eb0|F!6q>sl4w{P?Q)T;wYAAmn) z+pm%d3XGc>)Mjn5Cttc$9`Dw$-8*3bqsJwVi}WR}uG0%I5AqB_0y|5vbZ)i8C+$@0 zI{kQkxGHx|Hm;|4YZu-6Jgqcu%mD0$JhuLLdUBAYv^Zqof71o2S3_|7Op$CHqelJc zeq{vQiei3UE?@82mpjq7k^q{+&-FBLDpbOWFFGD zb=I&wbUu9r0CJ|{gr=QlIb+y&V8P8v`yts|s!Hx?0f<`-$)v^`wC{@*-NWMph zbIp_MK%kAAt_194xTYD2SDb4opZR>cRQ3EkIGi!MLLptzYXh)KBEa)b<_N3K)4&ex zj!(8@Botiw^_Do&tkWt83Cj=ZOAf2zMca?6B0k2&BXe<3S247nCTTeiRFu`(AE?2K zy#T>M5ZU<(VCEAQ+%3$s0RPgFZ>n)K0sM;&Ap_M;D}dK})Z(B(b%b$Im2J&sE~@Be zK|Flxh$UWYJ=rA794~VDuD&W=)xOf@d|f0zJwENY&YAZ>kV)11Xagg!xX0);&!y;b z|6Vmds=-jUZ5NBqo3l6`z&TbZCfD8pK8r=1$MYR!hc(`wL-~;WvZw@F=4z`ySr{BD z-w$VN#L~$+6aq)a`?aitPFSn?_$h?)vPB!+$4VEjOlx>)rW1`38C-lPSt%q zkFLmMQge2xGr9}*kS8Oo5fv#;3EVhp7GXP2In18_qB(W)eO{BsfwKFQ%yRaBryJV3 zN3<+6A>g%H(V|c3F`D^R2ZLHhf2+xBE}Lu1egaq+Oj@@(zAK@B@3f6tWQ#p9xiZ38 zT;HBQ?;Wo8M{X4SbFj3R22>UvuK0UOv zS|($JWMQ%d)V>;d9oOl~+okcCWej=pvxGCc{u>>7@%<4~ra-*4RuuH$B4 zsAVN?IMky8w3ODz7Sb}Rf=AJiG(qmQTs>;R6! zDBJPa#hZ7q1wuv%)ct5WKg~Z;R601P9l9);B|U8YQgL(z`V`;RguAVP;#H&b_c|b$ z0G@ZNAb%mc$&NDtkriubCtJ87Td0x0KQ7~3l1OJwZYYlB)V0VJWw>E(nzp9T^S-f| zfY?y!ktf`Jj1FQaO0Ce*X>hwvU?^aEGB`49xUFiGu?XoC`_X>q8}raZ*u1O*Ly*Em zJDEJ+J7?dW9<|BxO5;zRPck)6vxjahQ6Fp;x$X=d23p1(D2S9QsW7EXE3N#=`oWt{ z+#%HdV3T)shw{Vqwuvm(U3zwaSD!KN5y_BhZI4+>vtyIFN5>@P*MMBPquST-16@f2MQ?^I|1 zJc|hHXlbn#FYr6N?kwG8a4WsEp3UprN+f)Xut7T(qZ{c?KW)^ODc?fJHVpKqOx5@* zX~Y31;t5!dFx)sz#H9@L>5cb^a{V z6$EBEEz+o$1Rk84FKUv>Xc1E}S}gYbVYS*42T*S`3+%#dBQ&y_2FtVwHY#e}Fiy+T zrhqdpJL90u3$K7N;Z}M^6Rg$}A2;b6Lt?IYo8x9$QBYyIfti-0`EAs+HYtehoBU4U zGXKZAsHc?L+UmdTzwNAbzg;bD?lBn4N-3jxk^^WE-r>TAqq?Veda_D3&iLj}Q_0qE z+k_z{@ohc&S)IenV{4py>WG>~A z4s-A7M}kjRbh$3TxEy<>fh$1a9pW%UeADAk%XNtpjM4UukBT=jgHY7JDv=Tq^V|)p zTMljb7`e#ah1&v>|YZO*Z|&B$J{+c@mGS$mJxgM0V$&UZ;mn5 ztAMs=;EgtWC;i(U4B>N~puXQiYr`eIgOBn)N&ACO;B$*t4``uSfP4wX=+BbSTDVsC z7*bAK+*2envPcw~AtxZkDXUFSl-V^huaPZaOSClsxr2a65EaT}s zPo<$8FWU0gwx!VHCs?;B+lI5lPy7+&wjl_+23c*6m`?HQbn}U@NPb{UIFutjC<3Nc zfCnVqL6(svHZ0)eq_|f*8LdB-+(*)RmWERXQkTT-?) zH^d*+@4xf*sEtNVppmRc3Xd<3Ch8rH4F6*W2!dK)$YL4y~3lfCc)EUPk2DG}s;}f#wBl4+2c!;Q29|$+9}H zvq^h@`jN5<$WYDK{GsTbj-L}-Lp}mRDy=GAEY8EJZ93&Gme~)FRV+XCET)R37V6BI zTQGO&eVaY7_No+1a%VT}qi+P$84C0`#p>s)zdhVOU&p4C(hA0WeI4N?Bkg=ocA5B& zyw6Qc1e0rW%?uEX5|z0H_i6(IneUVD#DU3Q)L_%zTs$bWeVy2Wa1>C6=wn8?fe>hb zdh>#Y9u~t#45o8LH&J#R|E=tXUgsxYg_x`|={2hfJXp1-@*1WN>sCq~w-|&RR{a)Z zwH!qS4v;Q;*#PVHlCn*UgX><0J5nge6MNx>P22O=rl<1I^MutSbL0JKuI{aYgo6IS z*$!(Sk4yiQW>hcdD~$7QY2~eMX}y@ThFuDP5~1g{o}#X**NjE2+5TJ55uc&UN#lI} z0eo&`z`$A}0vxmy=%?`mbtlXE(|P2ejmM`$^F8LUqnQTb`*vZ^YoHUQ>d8ehqOB^G z!pt$5ts2L`(!5LJ7_kHrsJ@9nkvGElv=(l)YtOd}d{=8I19H8_f@db@-@1}<*i z#QtVyBeyr1^5(D(Z9Too&{&$v-KzAR4g$?@B1g4~*RyF=R2IRvt~&>>fw$#-4wSUR~f7-nMf znSQ)jc+^Ky?-lQFo|GU`#A?RB>;UQW%ZTn7aO2y)k5arvcC+HJ*7)_Z7DlQ0;zO-T z+=vdZsPq1m*d4|JUD|yupw+zplZy(>yO{Jb&;vpkQR+!3@kbyJtbE6Zwc<5lJ-%ZH zfr}?R@j;-g5!;ifWR)zrHYL+ys+Ynnu74_6^8Gqm`zEf7*P4-j9OzuWZTg#zRd(2d zhqe5KLsDeXP zz0iRRqlB;NQp+_p*zD?z`@E-Q~eC)u_fRcmip(1-g0+ z8QwMh4jYXbRx}Ozb-_+23)Lz%#5JQ$zxxLGAwJu+rXF8^egD8IHViB(1d)&N_#Dk$ z15C^)2&jMvDx79MKCc6h5WoI_@r?)=3Jn1Zhyc$MXK)$((>MrH^=)ep+lqXfmw)|s zZ@SF<0%etn!SFZGxMAv@G` zrZrzJ-$H|sVS;F}y<*?t!*SNS^1I;X)p4csj>7Wq0?g6GHXRQv@3$PEi9-7`!jMUo z(O|+6ZeEjkm@=C9ueh5fpgjYvKEdW(U!S3e!xkE9L@21G!Vy!?#8Aqc9$#9T(0u3Q z?F&YD3$lUHyZ_`26AcbJ&yxmIjHncr#c5Y6sWt-vU?r#KJjaQyrlBh=1gtboS}AK~jxo70-7?A9Jq?>cybRWRYwhqlOx-vX2I}<{K<&zLSXcw-4iIg~aT_@j zpCzEgzjAvN{kEAs)exh`5vSLvIm59ttWV8BR|0 zM zqatD;{c&+XPrD&5%;dv_KBszVQNqkLLFfhV*A)`?ha>lDCu8r#Q70oW80GZ`7SCmC zER=SZq(|rEY}yQ6^)XH@YGi;5U3}cilHVNEUQPIlwIE~Da{fHeiv=w#K7>5e#H>i< zCBS{&RgI^S6|JH~r7!F+_JvRJ6m=bhZbT|r@M28{N@rQf01@J%kbf4 zxE^t!fbLh-+{m3EheIRyk2=?)y1`%JOHXxJ4hK*WU!C$$;&LfwAfQA4G|)7YE9!jy zBatXmV}Rh_j#lcv^X`&t5px7DrQbsFr>&?4(Di=kzS#b zDM$2FH1PK8dZk-!2qvI*N%C`Z?@=vkl$A{BvR|*eTyi+mQuFWWTa0RP6^DQ6bzHa& zee=>QlH*(<`~(g=1jnVXaa7|n>`+}7%Xvqa%NbsOc_mnP=`{=gH4*yZvPvpM-KNNi zHvj@g*zv7JBlmVhW-GYHQFU~E)Bj8Pq9M#?kFVo^MY^!4|3H^I_T&d@j92Snl(#r2 zvO>Mx^tek7_|;Z2_9D0!0~dK{q<3BC_E>kGh@ z8=KxwNrcZ}W$5#hC)Pc1I|5}AM$ez#YM>vjE-|Ee=HT&kimO_)kWZqjqg(&TdQ7IG zXRS1O7au0&b@qs(C^|dM29-0#-idgQ_h z9=#tW_KHnkY!K!yZ{ik9ZEG;l7f?GHb=HU#8IbL5k5dHvk+qq1O<8RAqh7{~(}+u3 z;X97sy)2gmcB(|DWe;l>5pO1?9#(#`727=>oR}w`Ht2T`IjB0hk`4E6_W24Ie5Y}9 zoWZWOc|)@>dF!c?x-n>AEz-yg`LsozWd@z-ky<9r}}>*3C5W$JZG zG3EdW%``9N>#xta-^d06Ip~@}t<7~PJp|r4ib`ssEHfFRO+7(bx>OS_-ih2pCn_#H z*RNTAjeZq4keRAa$XFk8gloPi@+U;}O42o6R+`(!uE?xGMnAmGDHPZ* z@a;o>%U*W(O>uCZ)k>aO=sZbDr5~TpUR9oi>xZL6f`pSTDNQ!oVh<7}Yj?yd*7io{ z0Itqt-F_WjQXZ6=j>yzu(9&GGSwtL~V|#DsWQ`X#7XoLr8Mo2Drv&fKcFvMoQnC>{ zqkD9s|I%x)6#IpMu~XT`6|!ICWJlZm(tDY6?NMU0k&12yMU-aKj4~=wx>X+uAZ@M0&OBG%&1rcRX{j=ZQ0GlR|N+W)!5)z&G7W?L) zAK8s*IW|<-oSI0el=JKpcqD#J-MfD8i-6B^62q5u)yJ>n9bX%Bm@V}R?0wshOW~5U zKKX$2n&dri?@>}Gc!EG^zXL`Zn|&kT^2&E5O{uP}NW*9ho~|OJXGT_N_s);vWhPjN z+r<20@36|5OASvVE+2ffIj?gGDc|Jh`0A7{rzCB5Xbe$DHLwUC z8T~z#=_3C3m$T3Fna~jY-A=MjSI!cU{KHqYr~45~ulo}QyX8U`j-Bo34q3^)#0RLw z&{t+U0|QnkxA z9=@%K+~p{4Oi|YG=d}OC?bR$I5{7Y%i}GyotJcOgJ*3idmK}KmsShQy_QvhQPx%B2 z_WlSx6ax+cNGfv|S4#DlDm7H72wk=FkM9D}ia|^3sBi1hKPd>QZmk{-sG4qS9)dT2 z1ptDrw}fOV!6ECfK(ol*I4YzQZIUBxxNB4t#AMqn**7vYcpi0VJv~IKs@Y3vTHme3 zQ57|5zeB+1)u{9$Mk|@4IE}6HwPqdmzHgqmRS-FmTq3)p%A?nxeI*CG;)M~Bu{c}u zXn#;usUjmhmTb$4O}H3u#hH<*6MT@^0p;f=WD8$>fw!G&Th-Lp*n^;6yp(nzGme5K5ll?hpMD0Uklzt(R9NZ1fKIYWpF&Gg zaLDljOpg!L4|F>IC7~+U`;l)-x~_Tnp~&1}->J|rPk(c~FdQ$@O_aEJ zH1rM%NsS#=<&Tk1SYLqu07ixM3VUnPTfO3XuLjrlNE=q=Vw*mm@2-+5LH=ZQq-jK? zhTQqlMW|FlmZl7OJujV!Kpvlc?0V!I;zJJm!3YxC>Ck9ua;>3ypQQP?vvTq@Q~)@s z;o|o|=2Pdba8l4x-rFHS>s?z=v?e(Dvq;wX0-DRd#G9e>t@~Qh&3l`o)?D!li3-7e zthJ8d#M?QOa4pC2w(#*XbQy$=Ui!3wvmB$Y5Sg$d`-|a(`fml7OD}^jc}RX0=_*3-Pho zu!OzWf?@P;$>~g`&!&52@Z-|u8L~q-_Y<42GAR{Jt%UefBaS zZJYi})1w3>4f>B3xYN2Hz@eNeOI z3FLWRiYz!e2p&Rez}-2TXeyPwuZhxDh}Wxso zh!(Yhx|{1UtpQWfpH&tAGoLYFT7j5m>~;{6kHC2>#e_=`k%!#Tyfz%2{wIUY?<7CV z-pqukOWZC7%piVKCPk%J$EKc(yZDX!Ud2jk@6l>`KG{rIy{~AOcl6sR@u|Cl46iy6 z)F$c{4oG(phTcSbG&*{L1yZ>_Phhqk>Ck)F|9%wYn!Dn4WbRtVYyK0~7-Q4V!q^uq zjkO-_o?>y^=%gTh=I9hd0e`9Y{DnwB*QYUm1S1FU^m`#-#}3(R9}c-z66*ZPMB?No;It?GhIcs&1AI3Jvoslq?!?HSHj|VGa z=41TG@Z{hxC!vM_!WVd)iNn{WU;7mO9lt11R{^mnx43!oWjF-A)0!$dtiLNp(->Nv z-p_4%=|ps@h+6wN9|Zd7h*kn7p+-Y}pJg5+ltt9`bh}W)ou)KirAvfhy{;H3Y|OJ(L_C@%|Hz`WII`;92vQx(Gt zQ`Yc_8b@^Iz17#|d!qd;wV95e@m|Y~2!EQm6;Ts2sj@jTnywkViW$nz?Ri;WWKOIuBP?XotmpUeJq7zShGh&M}zK%Ym}6{hi9YL1JF3#=yuM2 zW13db7XZoDM)K>w{uP7c#r`tDU^2-McQeOVUO+h@j@LoNDOpFSj=>Kyy4>O|qTDS4 z4G$pAD3>M599uD@daz#%G09}8%VIm*gZ)w z5GO1JBf^dkH51QI_Z#IZaTIPe_~XZ|P|_wC3?f3@ z*xpwFvggN{E`^*gou-9b+XK}ID{7sUeh~1wfWEqF)-*BN`xFs^MMeG`5%!ce_m86L z=dwGK7>(}`60XB=zbLXwY38x*?mo0P_fY7-dtFCcUjZeVZ-Y9(mL#ypWWPE(aTSwy zg(oKv%Bo$y9tjYQ{&~V_YT$aM88TX$RY%_6~Pr27gY`g*ZyK5 z*Uix|J)CPqjcC6>dbsmUZi7>)bI-CTI2#-Wyj0ZWxO)oq{n|xs_Tg9-3|mWeW56J_ zH;jLPha&IldfG?4EBqvM)Hz^iC8!nhDUHe^%*u^E03x*F>>ElDXDM$KAG%KF|K#&( zz9zI#fWaGwl0v*9Z$~XJOKKZ+EeEx;0mGI%VC)SLfmREyL{8~YpoJFYPAge(UfR`_ zymiHMp=ybKW#l}rsrh@XCix2lH7GBbeYrHis-vubgO+t zdpX~Nff zT#HFC;logGvZ3J->SrT`KVOODbv^xsF5q-M9Bij~@^1V&hNC{L{E^tpc}gpf>2sg} zG6L?VRpH07pMGOc=mH-n_xr5p=hAha=R=)W*U+IVH_?4q0ma(573d-K0<|$73;!wh z$sB2WmA-6Tvo&tcY+c95&yY>hcrNRN_vdN3*j(?0IYBaT z10-->_!zSV-rVJ6*i@+YUM)O$_j35*{U7qetma+_d^|Y5a3;B4GPTpK;C6bnQ&xgi3GGl=WocFFnwXaNvmi3{+P_Lp$v zqJz5gELy4G)J5Q|yn`fCs7uhG?N9tKXjumpOp5T|zi02q;=%|O58m!tUnQ&<>zue$ zvbX&_^+mCb^X<5NYR(M+LjGn917@TM$xC6i_scZAqRA|5(Pj=s^5>EoqlS}!lVMed zBd;SHr$hL9*VAcI^Y^}N9(ti+AiG}zmrC|a)T4U9=oe(Mrs}c(wx376E2+iw)R;&u zQ&on72E#Ti1e;CHI3fJf=-z$mVXrPFxHo6gb(>YqCXL=BzIW97=ZR4#+4Q3$_nwf(OairPrz7E2eri)ucj`e@ zdId$jgNiR4$I|Cz{c<&a<<-5aPW*NFhrt92Fe}1@Tb(BA%hV6H(_pZM+IwQUyd?^8 z-kswE&0<9mD1?StJ=l73deou`yNl*=Q$>PDfHYW`!QU4yqGf09ERyW4brd~CjQ}@E z?EJF{0lNF<<5!5E!9}4^u1T!H-bqqFLpef_?B_?(tA+ZrPuwxeh||dRlH2s$mgs9# za~|#|X6RB8*p-e$SqP=`Y1(*2;$NIJ8fex9rF8Y`7>EdFijR)=x#Qe&=>EpQXW$ki zc)ax55qe5>tn`Uw9pu=(5{0YDC4{WZ<5i5kKKy22mmsFNR+Yf@_XosfQQq~9UqQrs zU-Gsw;!|P+$3449bf{BfVSD;yBa!&c8QXmRoJ6HX!{pOe&D z*0|o(49~Zl8brx1^@d`*AYr5X7`&NL*DpQbH#Vysac_!9q9mm32g%etn4`df7pE8+ z8~fg^Mrnpa_HJ8Z!me+!gnmfr&g6VgDe;k_xFY#c2BG)LhMYNj^If3hP8AqGLG{r- zAp2N}P0F6NM&?0~_-f)g8(C+XMQcf(!dl$|XBW8@C}kd_-9JAs`5HU$Lqe74#Y6%GJzj`7XX=*bj`=ls_YJXqz&(J%LS8erUZRPq&6%4 zlYV!!#3~YTwj=0RxuqcRAVcG1L5%Q`1=1^XH=a7MyVNRNAZ3w#-mhg!_5N6(Q%X*NmsOYD-)BATkv>ufOr4|z^`d*1vtIXbFZzBLeLH1UhDJ&~H=+KDDCMRxjW8^T*z;!yF3cnourA}-?k?v%iSM(i^gW=Zi z`m3{BH@!f?7j3*Y#LM)^WG_Yh${pfk)Pi!f(S+1Bzjp3u7}<28LgnCPfh;N{+$;vv z+-AXHirvdMi`9Q^IsX>>d_bV!spjxJuY}PLGck;ObBy3CKU4aRNIY}`bk8my{WD0S=3hfkyiO4nWp+tH=b6b@G*V`E@ z_*G<@mG|!nbr-*XOwM*o178*HSH%93T2R1=K6u%!_ueKT8Aw2(gIz`{yBoz%a{lL_p=kw@h^cOTfEgjkh%NQ^dI!*V51^ z<+6B0AxW-9E|%LPeQ6^Z>x$GtS7&58ebBDHZ3OM{rlC`k5r7zmT% z$f7pniu>NSubksZ0%Cnj0rAW&?~+0GdOY7FQg|gkCWngf3#Uw=Yj`A6o*>uD5k*8} z4vRd3IGE`=4=_Z^xsPCq7vrO774wjqIi~sX`)p*N8IXCy%44ZHq_|Bz3P}7&m9&Yp zSATWnlbXd|a0M`-@KN3I9i-B?tqnRfNFv+aiyu(!jMwU~$u9SZ_gw{brP(mcbZM@d zTlHoFFoK`vUuY+p(YFA%Q*4Kh(Ep+v97H0*MJD8~3!Lr|1!>st+bWf^6!m0B8SN2Wc^MH}y_?3Wv>76AM zy|Z`nYy2CUC<+&iP<$#ZG($zFn(tUp{}cHGHs}Q%CZg##@@AoF&1{rF$NFHFgTuTK zhCcebt6gfrp|am{{Y9>KCo6*hQFme2*-z{`(5ZdNuUv4Ry=o@jSF-iNjoF%#R)6kw+De|59qscmUN%gYpwU2HL2r|@%h zN>D`~E3lztNH@{%P7q}qDVMfZriwaZe|1@_GoLsRT^1dMSN819-5*EnL|z4G9pQ&( z@4~TjeYRQOzQb%5V5yno5qj|8@t+9A8>4L^g8DB9s%619q@b?QF7StnN)CMX0nXYG zNEV-le=JiF>IM5|&xe5#mR&fv>w&TRPmnQECxVRH(5634J5rc7AF30ZG3|e^a`56mz zARFv9HzC#-8f2X?d=3R&blBn~cC^-;(d0q2?_>TPt1mt>)=JYMTl3JUtwuEm*3SGEf_$V>W#aiK^1im*eANabZ}kWJvj5_Eh0`o4jyn z^_!k9>_rIeB`=ut?YtxK^vX~cV1An5H(N|Pz{5E3bMeiB3<+^ z@HuT79gTqNvN>VDmq$Q zkKBO>`UNkvOZhIJ;7Uk?txyebvca1vU)530jv0>l9M$N@F;vr7G9ib(e~LWOBQ(7%2~n#G4QAj#$Z#a2JCDQ;>)ZKY7~S)ahygm5_Evf#hx>i&Ca zWVSJ=1R~e;`fM80U(l#L{+X5N)W?}de%hpd{z6~FZiqdBCilD##nZ6s69LO`>!d{8 z;LE>`u)Ywk1NiO|@sFm)Ja<<+%pbl%`fh4UN;px`c4E~&(jiT#H=rX*G4VD7`?fq| zd?vvQw}cg5s*aFo*MO(~Y!MX~)Xhe{7F&%3CBo;q9xg=uZZ`9A*~=A)$LZ$@15_zg z2$5XP>(~GBvXd}J!Q7muZAE5lzP!gv6PNzqTk+2RE`4R!h#~)6&VHaHNqO@+?+|lh z6@gmpITcemsZm2rF zS&LlkiDqB>x`*;q47@d3n5aJrF7ov{N7S$73~>Fy4Ph%B z{RQc*feF~kN*jxBn3X{d_-;4ga)tD?o(S`UtHH-FrSXyH2f4+J9^iL0`}ius4#mXn zbYJ2j3X9GJX8hyN0z5qEljis_1$~0`?CRuo^c``(EBB$ny8cSInp7@)n0-!%pcO%| z=mwraH@4yoa<42liBKetQnJ+QJQgDpyY#6?O*=01q4k)~>CJtToTO`_M3d3&hk{*Q zvqYM1qAIU>tZV4e!mea2PWCUGZ$)@?;_@yR_`{hgZBh+-YYg zx(3o4BcG6Ty3+Ef)sDYJsOv-Zz^7V|G90P5f~~jc5*Sv9c#*CcC-on56mEzXvY{j) zZ@!a(|Ceg#&Oh5fngUXq&`OQ8!(meto}uWTR?#E$57<>o?-yLaqS0Yk=?= zMmPDhv$0I8e=>C`{N3x_VB2OyQ~{KAn~I_04LLb&Ffz^pP_yJ2`|)usp+p%xgd0zD zo=3iT{7{bExoI-j;q3lGR{Tn8CWguOHvz#UyS+gb!AYLS06{o|*PmR7I`qGj`wtjM zgPP@fq|hPr_f?Hwb*erSk)KihRpPwHKodJT+Og!ZvTpoJR-5N+yeXhI)Xkgt+^(`tHku@kZ%)&RO$QD#_m<= zCY0NPSpKm_`$Jzey9h64m!FXbH}v>S{arHk&fX$6JHnfML+YPOJ;E92^Dq($3wG( z&S=iM@f!Z+>B@o)|M3{glx(4+!`MMK9htS#r4VEGYsAqzJ<>HiMmR%_3UU1#D? z)2^`Kyt(gx=bwq7OXj}j%ozFz&3ZvTkv{p)!qP8eFJEFBqpU4D)YVN_nhW(6tsljp zAs4+jyvTN*;me66lH}7%{+s>$2c}70?>%N7Ez()^coO_f;a-3AKMVLDfKXp>7?c(B zb*r()g0Ek9{DhGAA=3o?O~~Owsl2}5v4bEUSLgg7fr!v9spicrUQ?6hG_$mi7>xSS zO1s%xvcJ0IAj)2GJjY=>3TxN7xnZ^nwACYuWVSlgaYyeAiTulq5#G#q(X*12YW!9z za75aWm&~Vm%rWJA-s(iP{P{V#@{>l`)${2^>F7sRBh`6}J@F9|;2WY~H+#f<2A z;Z-oID!&Q&LQ13j#^Ktuq;Yp>6YZ)|;;zk$!EJQ&*x^@cmxqbN$MTVdV8&O0CeX=ppqkfI68;(zbI4s;}f%A@Nb5=!q<>1JB$Q>#Q#l!*d-oe`Gdq^ z*>Wd~%=Rq`);y$J8NfrLNVI_>XK7d=Y8jC)47jVz%A*3#V2*!#*{wVu`#t(MiPMY0 zfrKllD`6qn{#nF7`PHE_11)#Sgw{)xo86S?xiJV)0G3=yyn0Yx7R-YRurU{apYou) zNC|}3n`NWiU(jr$zqs$C9`>5xofI-i)wVggZ+v-5Y&zb94xClw2FjXo(pBEMy@C~X z%Il!AH-Lg#duOFM#&Ccg2|N{VOCdw#gHL& zIa2n0W)&MULoM^g9=5)VazKoZ+_WPJ&@2K9olUkUDD-tqXL(yD%?RAu49)>kR~PmX zwfhPIt!R?z!^}~wK2$r;qK_GZ4JHWxL$8$$p;hbY!i`@bEqR=O(9rLGpLq!gwqx!% z!WF>39Je*Pi%J31Y@+|DFrOdpKsyBun>UG@Ru%1gky|~1Rf-AXwhn1-H9xwb!?&G5 zgM#Px55;hR5hwXe)v6pRYPV(WY=``kmUANs-M}EH;;7S4(9@3KRS8cVRIl8xewq!B zx$B-nYnJdxh>=Sw|3P8xG+V2{Yt?^`phKb>Gc2PTEf&NJv$f;3W&>yzz}0G0n)1C5nj0{u13WV(h1_IyVLF%*E8o$!>odN$537^8n@kO&?}Flnw4CQJR1ozs za~nP@;)mno;>bGc^8we$KH$hYQi@^nXUMt~Qf5^(S5{s5F?~Qi7%e${z{-q}r%0}b zpW_Gq@9WERbZ7^}NLduk7ND7&>d@)!CUr>!mv4MAA&d6|%6*TjI z&>IsWBqbAqA{Yw+{oS+K>s5m$`A-5i!3Wop(-RGfANfT>PHC<%m)T6V83`7gC#@b& zsP0sJ;wZbmKQ7|$H~n;Utz=;}mHg~__!H9NqZ_N754YG<2Pa0)~PZIQhw*VnGK?-2gP~7HLB3KIY5}O>i^Od0?pFm zZJgZDg490~YD4xxhSHX2Xr-E(-kC2{gw4$cJf>;AXF10A1Pgj|*t^W{xk@&z?D#@7 zdi|yqz1>mVV9;b8Xaz4ne?=9ByDyw~kQuE(%b`*SKd;J9ho#V6nrqJ7#OlGL*Haz+ zlPXbfwoNu>ev3Mcb}kEtA7W9MY^_XSRNLksCnZDmpK951N{g9f9$DadQ9)J3%Z!qx zgXK;UWP9NZ9zw84O{?Yh2afwb>F$9A$>OC?=QAKplW6jc=}DTr$ku9R_TDeOMnfhn zJr;#JOG%KHrw`I!t{up*{dPIdkb=*wOzyO*p;xJY-J5-#0z7~>i!I8Br5OvZ5Tv2< z(v>~wy$mv2)Msju(TBzYaHRG*9Gvc$3Wz9F_|<-^?Yarh-DyR`BC(P=M_56g`}075 zfw;^*#dm@U$lrAul#7K_&*=iU#FG=>*^QR}Je_Vgiw>3HzD)GlMF;W3)WXV$4K%#SDzTKVZ-S7RJz)BXUSki6VEQ8h7zy|dSq*- zC8(+|d#a347(xJElRT%MXojm|S3bH#O*|OQ)hA_y27ID=FqP`lFrxbpvYrxK@qW$7 zqR)A7d&PjQ_vPK_yE4J=GWQ~%B=S+}j$XLp- z1g1i!Sh}U>N%`?D5ZJMkDs2ej>^2eHv!r@*W1$oC9=iiiI9Gb>W?29DO75~idov)J z@2n*It`ts*IjEPv9fbaTtJkf7$>=snD@h$?(J`skeTlDYGv zUDoP~s@c$(9ZkpO&)o23kB{Gz%B@urJbl9dD2W&Z$BIpKiv+0tK$l->#I(w0pbEPb zly!ggffB23bbw1%<2~l1d<-N3{Djc!z1z)=U?X-;$-*$|zotF0Dnr_BO@UiJ!H{L`ILN7m?CV6M3mYG(Dwyl&RKW?=B+=frq) zhZmt0Z>GzhvHE_GR;*z?KN2>qBj|>Od_w`G7hFAA+q^EKbxNlvn$cun3t4OW&|%eh z4w?gVE%FO-d6#%q#QM*na1K~ee}I{UE$+^fpOc5|)V4bq=ak1(wjBcEI>45>=oArb zg|F+@-65*^rn;PzVGfFQIxXOyB&GSRa5l9v^6c`5xko3Gm%aH74T|E^uf<}8B7+zKQwZEh6xlal%wr6=q#gsK_64UJO|o6Q*ZBJ)2Qw*7cQ0~~-w0h@F;i+q{(5mrROXx#&fOl4F`~$ivzI>m`q=00X6#UquoS}*~ z9p9V5#6{@nzy5Stf3uN784Yw>vyOt$YdZhHT!7olQag>)A1#B?U0FocBVrrQOPL z+RoY~A7rnde0&7oyu1j_VcCuCxld2Rxi?v&>htohq^WLc9KO!$%!;XVTgSyaNdE8U z;*0Dcsvo>?F#ret4$^p;f4*HtlHU08XqAdmDa1yq5M}~$@eI5&lMChzDY10Fz1#I7 zw_1vrD0&QmYIVH3HM(g|=D}1V3k9~{(<(5KMc&;*#R2x3#%_m$h>7NB-n-Wsl=GD$ z~xBhXu{n!_;La z&E&OG+tiAOR4?&uJre=AG!l)2YrQZM8&!n3CkFKdK?KLkeZoS6Of8=Hp0IS>9F*!EM&xK+L#UGwm!nJKKtpp_IrYJH+SmzRorA{*^&XImSna zpG6k4=(1-N#QkW$fD^^gXYg8$txY)Jw_DtM5k2|@%o?6kEWKrYELYe z*(8VIHfn7kzVHbHNP;WCXCe>gd!HX=F}{m4ylzboeB%i|SzBV(76ccMXi+L2*uBO) zkur@fT%SNY2+O{yFXrRBB7o@^f7OkCt)385wx}s5kM)pgHYR2J#p-mg?$_)-hNySy z)URd3IZ%Qm8-xG`GPAKVOL&xrffGg)tX9x~H7@x&;;rb>hz6Lv#taZbei{(hwP}m)M`eDb|t&f9zK^&sLi>+&kP_C{Yl5Bx`%#Sg12T4Vv|< z9u|%k6J68G#U9fwWaK;N$TstD9;+ zY;MA|lNUZx#KN2S4PDCa7(N(d43NNd{YY#8@#>yW3IwUI$aE@Aym3w;b1+oBe&=(z~UC`4)#UQ^M&wp=YL)aSOekPhCDx zp_;bZR&kbZUd1ayS3WwM#?e#?o4sN@_m(V>ta(9tioDnze6n|VRJjRqf1A|oDTJEL z#ljpv1V6)2*a>_Nq}x)GeKk)ds%+$-=}-u&`GBseF(RV{?6&+LtMz4+OBI^>+xA6A znq}PY4)TkM%UW%2dvCh1C56R`?}=zKeq2Nzl-*+@Ab-KUJkWFI}l&LD+wchqP{K!mJFChWZJl zDu1fjo*{CI<5^*4gTdI3t_BNCp@Y4lHQ)3 z7T%%rbx)1+=_IzMnu4=#lCxulSKir5=%z=#cF%p?$qE+7sA>vM>u^ABq|23D^vK@&tYqvay)Y`wuCi zce>SvCK|O21R^(rV@DZvImiOForv3^R=Ja-{GVfWMrzT0jY&392t;xwvOT@&0e@b} z2L+Ay^4e1YS5w0qGZF;!ZNg9GX7g=Qeh!rbtPC=PuG{Ghm=5S;1^ERIp+u0QTForc z@$(p&;CA|*QMkjB_#NjF>QEKzdQ@(0dNrCg>+zTdc>aivfVB64p7cZH0Vyd)2Y=%G z^{-@ku}Q5hh zi!>Krv`PUOe?&|s34Dpk-_>klw*QcOOBQJdBf)BXD&6QFD3VnX?_hgbQ~I4tJdlCb z`P9y+l}9!G%TbXiHgNc3IHfqvv{ilXCeK1OC^=@AwHF2vM3 zJQJZ}Ec{S1_J_Hvbeb4hxstWy9bUsfQ*wB}Ww`z^R*WvY+6HiG=98bgG(azSktH4< z;~-{Ac~noz(Ey;v$9WQs*92(f|I&zKngm!-^`FmP4&r{1U^n~o-EZCYdBb;!Ca<_e zTGL1ooF_8GI44qBc;+jJq2i}Ii>YzPlk(MPMjU0VJf*=?h6XFgjZqamf<55@pjon4 z6u~N<4c1E-*~d*?{%`6gB4v0hIY1a1yG+~U{+JGS@A7lN;TG#+U;vBBi|LGKwBo7J z%{JvE>*pwF(_nFYuH3kXoLrRvVk&)YjtWZ>2>yw}Rqa>yIHs{Nm^S$W7UmtZa zNC(@OOa1OUWsKdGXdWyy_@c_uohfzbBB**(ne|BCs;{3@`kBNH6sU*0djR1>Fy%uU zg`%v84d#mR@qUstD$*&8?@Le^7k>lcrNmX|=aYhcNK8t^M1j08L0OA|T+uhE0=9p5 zKG_EEUyd)rCbsRgspt)vXYWSI;G-T{JWxUyEsBTFO&i&F#X#m5VSeol#sP1QvuDLb zB3)CYS$z1C2Co`yb3%Ofpm=K7b!i;Kk!{=#Qt^(naJbM~9;RPC>BF@=@duootn$8w z1b9cI^h(AkSGzSUa=+srn#vnx1aw3RCJp7%=q_r5>w9zC9fYAy`vglXv-psFqv_e} zdJhVlL8_?{>y*emZ>w(JwMYzuHX}+#L}R6Qk+x@6S=~jiV(dAzAahyt?xL z{rfkN);{FtCv|moMI4o0>m3~)zIpZPRd5AHOioTtSCHcts!((>qvXu!_`p8CpoFCX z(CyCYdY{jKvNyPDEGX?5Kk4{T+;mFpfA?AWI*z3B@NU4;z561j+u|KnLm5GsF)3kv(FHl+|E4|g>$g7!od7+)|*S@TKsskkd>XWt!^n{ zV3cj#aC#|&CDvW)w=<@Gcf+s=Bj${oVX?WV7(oCK#nL!6K=~uUpHtS@jJ83RX~n&X zz*J))L8nF53*$C_k&3p9E&Pk43uV`L1SnQQoxutI5R;lUPex+Qzz^fBHt?^hNgYyV zO!iW-*NGb&5q*8NcRwqVa6NYHAlb+Mgv|x?q9AQIJDPanu@D@k1=Jwgn+T|Mpu3`k zCly6jAHM(d`CpZar4{6WW`RE=nG(@jg)c%F4hZfG2lKQcpTcTPTYabSksEDba<#?9 z@#ZICR|f9ZV@+a@vjyk&UxPgDU7?uxE(hHd(KuqfHuGouEA%XCnWSTgVWAZ{Ik~rp zNic$%I+mS-;~U5rpQrIZlcPY5*`$1I4wc++XH@UZ)rZb{C*b9_ZAChz*G#@UBDO&!h+Z}Ipldy?57^)(}L`$8wOH8b}`l9(o zJT3a_3$MYgU^-Xv56y2ywL{A5b;jm_%nnZ3-HE(52AUNe-wWysOIgA76rxd!xykw$ zLDd15r@x$oE@^&rc3LqaS)<|@uAEv=bgz!GZo52YO!SiIRO}i!bjyemJhFmrL?Q^v zOUBlfFU!g}p-6HrL#B&DoQ~k&lFsr?N7#C%AHmW3s12weWo(4pY@taKHoT%J3+BVy zpxt>!jR?!;YYtiXfCdV5RUdO~UfvN55*Ycgen4fXGS=u9=42YNL_tomi49j{wELRS zc(~rAKpyqZzz7&{3nRC>^nP$<^}Q-X$0~zA6z#&5_YI2WSx0JqPG;W^G?15eZQR*j zY65sQXlkpo|KIxSZ?4@Zn53BgZ*l=M zzyfBj5*#EhQu&i+oPp`$k^J+cl9zWnBkq=_L^V4ti7tZKyWYPO6kWi)RXnMRS{_c$ zGN^xz_3#fc-&DSdd+wWM@7vL=z>DJX;P@P9z0*?EQnQ!k(5EMTgM*!?y9@HJglSs9 z#_aoL&5w>ZCuiG(q`;7DrV*_B!Y6E81!3YWp8jt6=!40i2ZoFq>L~$&*})pHOeUxl&f!7_ z8D;^R_smTMuB9k^yME)7q+lz%%cN}k%l?5}k3yllu&1pf25U#FqaLw5*&6Ra8K#J1 z1=a#;u=lxq{_VTc9uOQB?_q0+20fgd+;9$E%jqqP!O05~>X%sJ$aHHcK zFZ4vIFdUy^6-=b<1#{k`Z^7C21_SRM_VPtEZZSx3TSV5fdal5{`S-W1niI=S9^1^p z^fD^EThZ>xa9eQAvE;=DBe98{bB34~*5*@qGG00nTzlXc1NnF8GvjH@b(@B=(CKz9 z+C;j3JSP7a;t+a_42|~-vm6K>$l1be=bG19PbnW(wX&$Tc~7YkVjf$YsXq1ka`72E z;f70-@8^3#728&i?h1lR2bPhGO~D{aSHgGM1$nKFjf}f5!T_h1Ptc&|BI~WXC!3fxZ$nm@r+^g(=E*A_tJn<*EqmuGS$OtHk;y(B#tpnDm*)!Vp8^a| z6SM#PEY^~jqm!4I4$lp`IcM2xIeI}X0hIm>glzNif0fQA=H7!G^H%O5Oz3474l!H* zUk}Wk(v^z3(umUfl7nIaX5Juv1s0(lQ_ zw=3IM2RJIr=2BPuk79)@KQL^vzKMVEU`Z`pnJ(a1qwrdb{Yi)L#44~mvJdZ%=c}!v zi-Mmgyv-AWDx!VB#l`(FqQJDFs1cBS@jN@80UK9)*>mA_8=8OG)pgKbz~gme*NwTU zXt9A;yi~NDo5yQVOWse9mS*m(p;CzlML-A(sXib|4|KFdYG^j zL%5+X)vn9uPT?pBjB2YIV9oC5K@KQ&m_7nn7-&Ad!qlZbg5#y{LBGP`a4e{qon0}+ z;8k+<_H#ec$#{k_oTtRbj7bcGMNjv^m~*CJ`p;s-{u7zi*#4xCl!(3E>FB6VWZCL4 zdT~B!V9?38?atTX^R!>RxtpB3%0zmtu#59tbDX%CQpp6SNE~zYceok;TzpGS^k~fB z_B1#i#*~4s1W62j2-Vq2XJFlh(q98Ka?PBBd3n4Uc6+rhmF<)C43=tMNXUTXKfi1z zfE!uzein|2m#Uh|hJaMSf~-~qt0c3DK)QUuad5d2ZN@A$dzk8=C>(92T)Cs+GO(f) zD+3~VAEKjWtyK>|YXwTTK9w8H+zvmoXGbaRLA_@0@vyg$I6ODmSeY&VSoF&d+CHaF2K(|5w9)53G>EoGwH@Gz9|<7oqXU0?h$KVjJDx!>oQK z0D#=pD>0kvW^`nc)Mcb>8p-fCul;2Pk58Hrit%*A!K3fv!$n=xn!<9CU&i9nSu4Og z*tx$|h*1)nKU<=@K`!ew*n88Ms2Nu#U9L2dG+bof_NzLhJyP26SQbsE0FJ~_CYF~L z(E0{;6hJT!90~q{{HUr9HnIq7FyU%tdx zygXme!enBE&l16NabQi|N;^WF!)ojUzhZ)bD?gF7>z^!Cqqt5WZphmhn4Q&6V82g6 z!D2)_tL6OoGXqW9<+T|he2rC7?e)FWNlHwlOx2UEgVsD4W{StKH3=w>b$(E@ybJ@S z!b!a!_T?wvq-)?&jq`>oApe~9J+Lh$8(XCCH*M_Uc!!W-5+vn$QW~SAjM>F5pgk-cU z>IBC}s1|3Fb}M`+eP~WWOB+iliIg7tnR1FT#w!0YnLt1=M-JepWF}FE4wF5u7;pJ*KtD163sIqic&Qtr z3ylHpxonxRE@aV%_gPt4M`Dw)sfO78CoqX;xN)m)mTCwtI-Oup)nG5Q$dJH;pET91 zyPNFpyz`xSV}}+G^_CUm`;{;)QL?_=BBuRlASlh>*h_p*0$F0OD^97#3Zv;DVYeUZ z{Xflb8pG(hhD;I6Zxzl5@3G%Lka{ck3Gl^70&x5|grfGK`PdXKM}OUeBX2h4H-DhU zuBIZ@n$hZC^ax>`-0#eEiPep{7h3bn?#Z90fQo8&I5y)qd48~wfbz2eb9EGfyUCej zJ#-k&l(>r~8KvO27Aqu&k;SoFEQ~E9AWBlHQ>x3L86PG4MZ!;)wD^IG@auX0cxYRM zrh7i$8S6=EFy(LHkAw>Ouo;>|s1l4#B&7hc#1jpK)Q%HdDRxs6%z963!} z^hrq`<|@OI6U+F2Pl}){a7JncN${^~bZ+4}glCE@7~i=lNad%NdKlIXQ}D+rDRepu zT99OA)W7}DeOL~Q*)-{)+eKbx=xtRSkS?z~=q5`~6xVoooQ&}*bDz}xTR;Ujm;KZ{ z_Lzc7mY}J?JQHU3AQ!?E@C|Fh`%{Y-mjLK8|kR_d|YY87s-Mu{Pfj5*HL_lkD`qZ&}CNs`U7a0 zlHIMrjv@lYxPg=V&3zq{e7>WK)>A`J&kH}>sM~M9H6`uLb~`L`K`pLWlndGhz^FMG zB>hRmjk)dm)aVZ7W9cv5UT_!`N+ba|K;7~D8vv;7%JjcIg*@N-sF{GPuUYbVI6dc1 z23Pej97IY=%6s;fkqhTLaHCdVfg;T(G6u@M`6q^rZyqtLroH8;Xm~1jFisVz{22=^O>#W!$YMb?5;F=q#smg0~H|cD!gb73R{j*d_BE z&DzGpAKLrR{bMEbpsfbWzhpUki|Wf3g#MY^;qPY}{yBbUdnhPCL`TO>%E8G=I_?X8 z(hcIjDSEWAom#g5Yg!D1o-EiKpjE_#3eWqev^*_{&`2Vt2lBk^1bba!Uu9vYud=idTEHuJo@<(p$Du}~n+gh>*(0@u$Hwe=GE;VJvB_WqZm$8R z$JVLM0K`S$#U_g@IbFt}VuB~FsJpawvj3CM7pYTpi1E2V3?kGPCa0$2DJiVou1528 z-RC5aR#Gf*w~YFmtBfK*x)UF%bOpRx>y4*yIVvfw_%Wqt#>GHgOxc^^wfsJTQ4ufJ z@Vg`1JQgPAdu_94>4}N=0G5+mtFq|CIL^~H3iZFfJgY4Jt0Emgy?JxFuUPmZ1EVUp zq?2C|z=0KhDQXTX8L6nmJQ2+;zF0LjJ{*+m$rmKL{BLr4j~(!`A0Z__PD;x`x-9AK zih*?;<2A#xGJ}KpeQyM|q*mU&7dGe7svh2A1mS%B)=yxOJwzhH*IxfFT^JwUki<-+ z484SqXfApE_(zng)l>~AuIBe+KgGTbj-TNB$YT~qa7`D^$yUm^3$c-YU6W`S%E zQd>2eHUX)_X`bCGVy|ZYUQ-EoQA3-CszdDJGn_<*H%ilQJ;TfXJYPgfeR%HuPfY*Q zvvGqUj4@jR(pE)fsJd$Y;xm|9=)M0s2Q)gtV^q24O{)m9`*oN0{t zbIlFgMI1lNhxHhZuOxhQa zJSZ_?IxnNuI*;#~W>fJ)y!4~|Rn0s`9hMg_Ui74L8OfCh3|syz(#WZ(%gA zc4j{10b)_fWeTwVceUJTE_O?CC{ht<%#*b|$xNZj{Q>aCSimaEG-d{(KMsGPso_nj z++2BLP~dI@bkgcdP+2~1SvAwIcmKH6|IaN0)s1cz#D672EdH`FOKH(Jb|`dVX3Kw6 zN1+0)BI&(iO#r&c@BfM~O6>rRFMn;X9-ZsHDl`CZqLB(% z$*_ih$(&CF6%ObO;j9~FQMUMfHbdJj|C;eh&@_>;SV{RPc2O_XAKY|B_xTJ=h#mcy zzT6HK&kpk$RM^wN>W?I5?E1z66mW*5`Zd;frz=eG=d*aNHlW1wYEBg$%PxD_uNBW?Igd21!3P+8;m*`Lx zN2vtk2l_|uvpz8L58G?J{l1qoz)b;14AJEjNt7gB?vI{MudDNP^G7Bsb@O)_|Er2& zWcRbc1eY7qjx(ZPu#9$8z+a#a$IdTI{tbeVA!$aoa{Ef)WjR99W9w%c-vR3*WI?)<=9Rc8;R_YMidqaL zHTW{+xIiFc?X~qX8}u`Ni%Cn9GlP(d2sZ2$E!5)lwkTr3Pq)SF?4R1x>=drh_LQ9) zxvsi@T^tkCQPjLC{_ff=l4+P_p%Cu(=g*&2Vaf|jep*#o#pbc`Cld!kjg5_~N;DTj zzQZQDM-`j1=}o=IW5hhi`|jFz$x=Aj+3)qXjg9kyIs(Og3&z-w6~_|sabd1?$c$z; z^@RZ552IBYpt||- zeYy?V;|D0uJ?ixEbh-+qxP6CI4*3Wbe>ihK#W??RB<#9zq9U3@mh8>?m77?gv0qD@ zm>Kl(q%{ka#D2A ze@5UHDd5E=cDJ?~f%$l90P`uWjA{XLRaD~}bz!hBBE?Y+xK+NFIPH)<8zV7yKpX4 z#89!@D}0EViH>+4aF?#VS%|K=lp?J=yei5QFV7|wRhRx%M;N&>dU`OgQivp&Xnc=aGRiDHlA!uPv?5MuJ&nGHb^lmQpV9hdvkeXH%LpsglY}!K=jX)A(aj@D=$@?l&srylGtub|H zt=*&?=?cJep&&v2*qd8OgX0}XEidCIVBN=Wq7&FLGpTUYZ4BByN<~4J(1}ih7uW^E zJ9Nrxq+?Gpvflm5WC98-0jF)m(g>=|B9hUNa)@_~CjHpH%vjI52A6PY9G!4+868|M z%_>DrcIE=^g1$M~q-!}jpwlluDahllj3_wC;>lSR5f$OTX*1$V#y~o?94I{h^jPML zkD^^wG&$Ejh-$S8Pb(=t1-Be1)nz0j{rN-M+d)!9-yuV;~;xS4;ic)uey-xRY)@I+Z z19u?lBZ2a>Wk+2$_p6H}TK+nrrB=r*88uqaN;x{RC!U`0LXEvbhDWOdpS|S(Mf0;Z z8Pr%e>ezwz$b4;r7>xn@@`S zq`-Pj@34h}YZeVS$u+uO_QX)FUbX(}d}pRUHT_vY!ec8ra)7ZxFEqI^B5NMe#X5^ z6;vg_y_W%^`f46G*IR2y-#;3hHxH@)ke4!63DLuhGPjIm1Cf^%Vcj`DDBar@z)E;V zHqv>ml*5Ya?t&3vFUTc}c%3d!ce@SzF|Lc$u`)IlZT6p8(|6328wn*8EL56Fjd{0S z9jc)CbN)Yk$Ptc;)BWaUq%knoyD1Wj*oAOkeRYZ@+GQ6ksg_z2a2Gnx&M+o8Z}P8o zroXf!iX3IUh4(nJ{{r*vlz7Gua;cz8L`EE{xU0|T^pyaVSQ;wZqM9d&EOSGjoK|}_ zc)l`u79(H>)-xYIJHt)9*EZ&r`X8OXd(Et0zVJ7uL9~ry7TSp(uJJK zH><+1!2J@VQt<_<=}oP)o_mXI4Ese-olJ7s8{7-%PGl1T0E0TuZPG+)*&8SS>=~}9 z->$$DaxDKk9qpqtlX{`pXdzy>o5o`Seo(ht&;jpfblo~D7WC^NXLd2A8n5UafAqHA ziw>@#ySWmG_SW=i<7X#KQfmb zQxt7du-h}nJxyS38*}>Ry-(Xgu`dSm8(mo$!uq2Z!??e8HTvvsxpO?$bhF=ekywqI z&6a9<>v+M?ym?Z)nb~ZL`a#Tr_31MU=g42%$iOq!XjI+qqh_gc6RL`o#2CLe8OM6UXrv|jIU4L|n@{Fwg# zSbNW?D%ve;RBCwEG7xoqyvB^Vg8iQQKX z-EP~h-n-Rb_Zn{{w|ulHJFlu)xkEY7GEF+tTW7Sj^~nLq+h)8Yb`dp)8!bB`Cz~So zeFe8hATWVIjzJ|-flhb4^J7jiSPOV_l69Y4C9k7WKi0jf zz2NEQIwc!>w|;-CY0v0VM%^=#o7YcYJC{pAQhUQIYUxZpHC;vZnZ_DVz5LJK`KLN0 zDbO!l>a``AJ;(L^eq1@-geh)ae!^w8ROqLvXP6v6;1TBRt8pKNKJ|p(WewOT9_4Oj z)L3H}L#{;d6%(AKLbX|1C**-6NKhinTG_JO53?Aoa7 zej0;cwyZte2s-GhvNwb0Ie6S5zCJT(gOAa3i<6i&M4=5T4kX~)4N)GKB!4ksw`dOh zNhJj)+1_&L-^8cz`U*1iFmJlMtWodGz9?xGTcOMmYD~Ufr@)(&26>QxT-s}Uq@wGE z*YsjNJ6~5Un%<2vYV-KwEpC>PhnhbPjJ4t1N2H8RJpPjDov z_};Oz)Ul3hZ}0j=1}c3HTlYulii`xCz@W)ZDpvqk_8W3y@WVLnLR$;pNuAI^p^a7PEczY{9S`YrnSCgmi5|)18q=zD z?#W@_n<4xZGl1giVr#2LQRGE0Jv(s?IkmY;es{BimV{QDZqj>=xUz5P>Ek^B*TV z4$}Rx`e@zv;!%~jfcY#nn{2+9hM|N?^J*^M4Rg&>0TD0eKjnk1-u$;1OXMWi#2G~? z(4=10PIjdDBsCcX&KoDklZ3)!%?3tByAbsHgoC{XXt8?FNu7N3NI#n!25y<{_$`|m z7;c~NwaA@iXlk{S73WgCq_iL+(Q=RLNW!f)cI9ZwWp2eVy?B%7SZBd;ga*f|hbGLa z>WxYfip2Hwt337MpOigng?hdbCJi(mu7$tG6sJdkdo$Ty?6J)(&q`X_t&w`_J3_=! z@%4qy%`{c-{D*!Q9NO>C^#cdD3?)MWa3j^l*eDL|Mb-^^EQ#x}W`D%kbo6rHy|wK( z<3uZQVcyglnCnYN{x^jc?1jp_tp!J1r*(d$?s{tjpXXW^^2?2ckMJ~#X6OtK$vW$4 z6xuT~qCbLfsMIW4CK`lHGq0s;ldc=oBJN+REq{M_@N{~Q7d^NJHmT)54K(Ev!P9lb z@>a6c_WdmiALl z6D1g*LyMx4B|U;@zPl7X3w<-rMv?x3Q*0eKm_x;?m9l=$<#7OJw8lm86@!ZENb0XN z?<=4Iw7ASBt(l~xR7eyUle*T0PhoD8h_3sdzWY%06b>EiLn2RmsJ@)WX#}}ZSTNf#pGpWe>z_!;1V5rX{;)d*#$u)=p#V%_#eIWv?e9V8| zzsVN6f|xDX(&_4UXQI(n_+Oz08bcgo2SBN6HRrd_bk$@vXMel;XP5-encS)e9I@#0 zbyTqED?)v|BG=u{rk_78C%M9a?f)wOXjqSx#di$(SnkgJ6Ij%Yj%3lr^o)m5rWU}(p&gRnPo-CUD)C~SfvI;>br-}f54x6_;Jo42>I zbmI$+LSuL7u#-mLo!6yEU9W51OFwrSpAR{i)DOgY6cjGdl#fEt)S8=_DYtr`a?l}3 zQ(68?U`;Svv)uBl3}sWs@!YRutCncaa+{gvO8f^$nOc=aY!!tLD;kbJlTfJ|dU`26 z`RK7Si=kNsm+dP3hUB^WY_j|x9|-MG@3gFodyv2+XX)@?3%2Gqy*7p)ypH9%eT1c> zEzIEB)l1R4<<05NlZTf~Q8!m7uHQ`JdCEIfh(r^P5VGFJ|M}~8I;$TgYpjjU1Q1&P zrX^uVx!&b8{E#A+3f@RVu z617|1COS?02|5j1S3=o0pOwA%^de5@OzG=`yXL!5_XH|L7{(7Y-3Jo+H`^k!Roe!` zR=;+XO(XLwTOD+%1WL8zUTq6Qg!Y(Y|H^`*E5Cd1X$aWm+%v`b<%CA0y zNsbMREOJ@$A{bIxX_p(9I?UxMK14mI=y=YGTv+e*DQ`}m-a8V>ICWI1L@oLcXfNQ? zVke)6P0f%Z%bmY!pN3kzTHu-K#qQEuTCXb^Z9O`!;>R0v`&j6<@&}fBPOQ4`(DCFaVoV`qm{n_&pTbr%b2N54l!gO~CvqSZdE`_}MQd z8rHn3DD*Jw5YV$-G{AloC~{UR*{MV*oAR%-Zh(Pyw}9_UV`uOs2Yk1G|z z1(V#VI@OIQ3wOkj4TZtCsL>-18h^M>=|bLd8by2RG$*8QCzH}i%RGEcg{IB*OE`BP z!t3RdX?p$l-#)tKZ&nxWbaUu#=UvD$gR8P8J44=yWiDM_o@;A^uD^RZ`pv3&uARfW z>+RXF*lX~_|DK$_&f>-KxUsDJ?IX>jiFaX{IwPWgZ_%?4d7?5sYi=|Ot;NnuOym_q zPZHtH$-wZv%zQu(kN9|RGih3`K9Dk3qtsLd4016VkFL+&hNbrYm7Ppv&5r$-&C^!9 zTqK@+WT>gKOo(;&{S>E?DrJ@(qr^6T@S-_VHdl$k#C||J5{K}MkGV`!du!bK=m^6Z zLeYFn)_=T|IOOFy*-yG#!qbo8obvQEBKYxXe5k}E;`}xK?orpxHcz6>^4g;|Bq%P8 z)>JdyxZ&*ZC+3wU^2(A`MVKcw)>npNbv0F2xoXauQo9f87LRG`E_n=IUq2dbi^x5? z>?WK4pw!1Fb0Ahdb+p!Oy8FZG+zmLdI3zdk!m$Ypvwnz0Hbp~R7_uptU_GqHFm5~^ z$F7>ihQYzt1bRWTuqYpO&W6m{0@=`%vt}zCY_e4@2q^Ro9t}n94KfbwmLE`WBc8ukP4dnF!Zr%Ia zPuU41F%cU{c%4E?Cy5RdVD7$X?ms>{SOLdw5t4KW5X)IZczC#U5{J;6NF+E>^`2Mt zeoY5^n5iOho)Fo?TjZka;wM+?|C}Rrwf=$?khc#e{Ah+tLF!6U&Qz!e zpWjppO8NIxzkaB_o6N0?r6(&xq2?QRkv6R4X%AU;6#=;gcjGe>hZ5+e>$lklRz!@`diy zX?&D8oFob!OG09J&9C^l2vM}pHc*oa>r$RIe|}OsZ1<>Yf~dG$+NV58#$pyzs8Sl=tk@c1+Z~ zlX&7-hfCG}_A(b?&&iwf)WZXwWTD~y;EF8<%jZy%$FUP)Q?gheuj8P%0-X4_B;fib zs81F!Fffo;;r}Bo1&_vM`3{xSXX9E@28jw68mRqI=q8Wr;GiP8WA1bdA4!Gus+W-8E&K1M1qztC zo}X0n(3F%C?F{D0;z6S8E=Xc>Tr-tAzlgi}s&kSB?w$Nrivo`QyLT3umjlZ7ztb@& zzNYr9h7b+OgA?MP3;n;R8fzA8XJ_ZKFO^OKnDz%FRdp5~#VDw+fdg6-3Jr3TaQi@f zFjSOge`O2E@aGTUK|i=K!sWDKATafo%ZBy@ijG1!pw*B0#aE?p7TuK>*`-ga9ae1a zt^)LRRQ6EDe>8{N9>?7>>b%5GCG`qyr}rmro{mjOFprImwM+_k4_t&9Ph@U^SKojB zG8xE5;(F&8myYi>`P4J|qgPZSJVi2M3kqk7$!~r5Do|mC?!;WnZ1U?QK1<=b;NsYy z#Lo5v3YXk;eu66WhEo(>3yOWeLscD z3|A$fvWv36*>WNMg}RC`PNA5BY<9<|QspOEl+s0 zUd_?Y5J%P14vRBq&lQ08c#t7fFq~lqRD+3>F~$xGc}ECEa|!5Z)pevk<#FDcX8^g! zReYZ^&BLQEV-v^z!UvyEJ|7ica_@ZgI%7*9?6wRliS@6pG#M)9JCU8)QQ_f}KI2T$ zT4De^JcJ9FIHM;R}Q-G>jf@wKQrscq}!j2MfHAg3-(-7 z%}O#ZjaR)}bGB<|rL`beQtG2ng~-s3`7gV0j%PzVOHVa7wpoYDOpR`T*Ib!x>OFpo zS>>i@r_(icFzo%jyLRP1H~kdXO(c+CVgzVWCmx(ADYjnUuCc*L;?Ij?&45jE-H@U( z0Vg~^b0g!<8)BN(N9f=y+~zaQk*lrg^AO2Bc|&U+2W3Hx0Z!lxa! zrcSu%(cL3nMfn3_iFFgf6aRHwS;YM|L@$SDfc&5ox5$B_x$L2RD5}&fueWfIYp}FIUmxkdnJnr(2Z`=wGbZ zvxvcDesJ0lMtzeKjlI=%eCeeDAD&?jJ*hu+T}E>u*j}=-ud`k5gM!wTDSA4NaRAEN z7{y!_rO+E#C2>`G_lB#sPrQhp#T>t;biHy2$z%tlr9rpdkvRp2o~L{hC|(gtN*3iT zB`@2pNn8XcDy?b)8scQ-y%FIJIF#f8AWQsjM)ThIKHBShKdvj}e@L4+x=DX~akr9o zKgIaLag6jZzOZsp4R$gp_et#Guh{5I5hRK~;^}vkT&GI9o)-U^YN*~^4rIdyc6!|Q zwgL-p9*G~J?^|l#cFO)|tVOJ6vNOrnyW~W!6^9ce%Yxx7G(-}G_{>iO1q7SZKZacQ z0DDfG#H)Z16WV?pZd~K7;6x;>FR?T|X{UoPT;Z>SO+X&i4=Ivi+YOZ zG#B^38Wk#KtM-O0Xboibuv5RBoXLJ)_UY_Qu50As_vp}_A9y=gi@ML_Eq_gF^^AV; z$!OqsMBU-0P~Qpj{l3+)SluC&j93VCQsd{7 z8>0O6aCAvs_rzC&uio!;-d(i-wK72O(G&Jj{3nV0J%D!%2a``<33KfzrXz9n$f-{f za#;?Oyk6LmDmh2yO3iC&CvO$*j###zI-B`jxRxLoFX&X1-LCm=oXzxvzhw=|-%`LH z!(g{FKp+&7P=Hw1$|_*RLU-Bk!7_`btm7NZ%<-J!s(nl9@8hz$@Ol&!6o$8fu(Chu z1>MEjL6@Kn1+RzgW3E!s2!-nUi%-`I+yoSnvf;SfqD;T-u8hnGz+#0LWI5)(3MyGo zUiw)XUTZFTZK4hlz2Iw0b8}hiTl1D?!q!}cU=5WFaq2F!+w6s6PT5LAOfFSyo z#>N76&9Z)g6u_CoMlNMecJ18XU9(D)iFQ!7R2EV->fS?Se1Y<(^?cB5V+jZ=l-qK+ zf7Ii|jhf5wZT0duBF>T;mtBoo_oL;U;&vN1@R9-Tvf|#f@%tgMI!HOgr4SWuGcg#h zlfcfC`*R8UHO|{b&{I^Uq$!1&3K8JQh|Bj$N}8CBw<-f7lV7(F@&GSyVjXi`Mj;a$ zw<@=rIiQ-=%XsH5jn7h$z$0CE9si9ZLc_bTfpSQ z#2uI=3Ie3FiGlUmb-`D^%PdDsoqM*cj&hBnk^FKQZ zRZ@_HqHgfvpvTDpn#ySoEw9pHT_q>>yHClj3{djZlFZC!^|HJp(?2FQW?D8^&>c3c zopc?uX1?&Bj%!~wLxNh_o-B1|M#ykRX}up;j2zEW&K|TVABkFW5T_q?noCpxMDopU zDbtLCd$`;xk3o29!|dD~&7+C3{~=v?y(7ekcDU?GWxhh+lqw@2zfnQ+@+h9(nqpxx zC`aCO2x^=O`j;DK5K{}`#>bxaYrm|+P2b`d-??deH~&i)@d|W-<_a|GtUxGk4_FP@ z<^JPwe5!-{(I0X5*VAOKg&Qre;qeAQ3LlxX_;4eWnIOHS_sfBTNgi0_9XoYQDxhbp z1dQSF_ifXI@CE<;AkTH(+d%4+T^XOlI8=P6t{Y1cW{I$?)}5u$xPyMT1sAQz_yM!C zBq+q)CWU)%>&}sOc)miKGzX?p@NQgxfyzO3Dg1EuAG%Hq&%>#4$NY zY_L$@Pk>7%Wi{X9C|f33@ex`cmE1YDb*AV-TJ)9+w2J1!HSc$+q64pXOl()F80oOo z{#UY7nM;Smklcr!@-KY4>XcEU zmG)EH<7hjNhTtcn`%F*OKS6)`Exw}g(|`iq-D#-D^prN)R(R@e3_Ax+)elD{0!O5Z zi(HRN5kL?~63{c7hh#rD&iE*;&j@*h&c`v7hcgaA_t40LEu?Qndn;+}`2pBOhZN<6 zULd{+Sjssw<K%h*B(+b*O<&*J~+ z?pAVKulXsuPI+k3PKU+i3j9hb`RETR%T+Js=Zzomrx|u9?>ft!B6WRWk@|bo2X4{V z!LLIA7WDKQ!roZ5O&b3M2*6p^J{103@ke6&M}^2n*t(-q)ldQNu4!7;^eDemveSX! zv;u2r_iYVfi+L;t`+>e(4q#4t={L(pD7R3CndQXVB_;36SLF?YC(QIO1@HzWL0%m1 z{O1y+RrIP9$yOK0+#n2w1bm|=oop_kqy1n!4jTeDt39`4vZ&$>F_$+diaM`C`;EqW znq|L1w$ZQh?(O(Mfu486|5Et)emZ&QC`~!?j=}I0;PGSFDw9@iLR&wOM~R}x>Nw3% zG7okqx$UTfLuV;RtJ0>-W!Dl3#hI*WtP0ZK7N+<;(MC&|o^LL+_PHSKSpsHqcuNOC zHwlE5la*Lkp;EN^CAj&P+qAp!n&k-?35GmRpE2*rQg&$L?yJa({WL#Y3n`QI*x>&D zx|fW!3zoL0hG;}X^T?-L(~O0RCo5> zb4A}FV5>U_D!QHuv`I&EtUO9G7z0mA!iUYYsr~dE3Z1mkQM)c#j+8aXD0V%}OsC!2 zME*)Y9J0FzGeLQ4%xUhL>eq+C|F!fO`sa*jpSd6FBsb4_RfG(0o)%lDG|cwdi+e_d zxh?Ya@I1h>TJE_3x>H{7fJE`VdglxZ*gq=4YO)%|g^KXM498K{*Eb5LV{W_JR6We6 zGd6c!W&3Jj+tS@s3wjpV0X_dAoc9t~W`7dPx#@ViB z;G?-aTO}U7x^Rxz>l@j-{;pUT=imd#&EMGJe18*XX?{=QD*my)6aj{WK!T{=e4<5h z8DMJT%U_O4Y3-~ja->cO;bgRQ{>r^Z2>DUAa)yTKZor7}yc`$JhQC0BvMRd;Jw(7H zcK|8B5LlW~Da;q|HK24HaQVS2VNyQg5Kr!okNIYSgF;X6i8m>extZ2@L^HGgcmOzn zWW7o7hfWeDNL(!!x8w1=ISHxKZYsjU`CjZ3LkKtuU}iqvww8x4^kC_~3yps!a|G~f zYczXwxcO@bn2SM3LDA$ra~@D&4Ou|z)YD0*H-05nM~8(?_>8=W)}Bq-w8ZQgsw(g1 zRj=A)eleA9>QQ&es>-f4yUML#M>L9$Nb1&q1K@KgI=z{wz8#Rb()mz_elgB~^7+OUp&kFvwh%SQc3$rAVi>l2=`0?5V?cr{0s zO2khZR1rbp`X4ZR^^4Fy)aq{Sv<0ZsS~yBoz2$nWfyhhPayi=W)8@}VF0mXL43&$$|**j^uzu*oe|9m{1@b#Dml5$$ojR!P}>KP74042+W9 z%KoW4m#U)OdIE$-*mMDkJ*3KX{Qs1lebrb|XgXSJ0wlB1A}y!brdKpu^y28!52V;9=k4sUS7E$l6%m@ApAFcQtAIi%FPxtj+nhX9RSOp3z zoV_%rvsm52S7)ppD+uO4ESuC4FAB5@4NpaPztYX-mkL}BlS#MT1blRjc?wE$OEO#V zj5>t>qKcg3#D?6Ty%en>05l;puHSiT!|kO$$7=^f7$_9@={{$DA#(-cvl!ZT`VnaM zZ#uI+5FL<-CW{H`RPi5c;UG-OV>r09@b#Or&7>=_?_+eE1_<`>zbN!F(b4ICcrnL( z>fwEX{W25~?CnX<)h|99XEM+7vCnu=P`xU* zAZHM!z_snc`nA2vcX4rxth2<V0i-O7d@mII0?1l|DZgIb44&Q>^?#ivR=N8iNo) z&42il_CmK@!od&dq*-tP@}+uS5d0Auc_=j0HOmRM?bc%J|E?V8F^iXv=PUld4q@HF z*BM2JH2m``WjfqN1vV<^Kw3Juf4qAe& z<63*7K;qT^E*vNS3?otM(GE1HILr+B?>n9p+3^pskQBcgy~3vmJY|#rET#e)ac;At)y7Ts;rg{oCdOIDRmQ%jLfcA? zWje4^wfA%A*C0JoBnuds5tV;&JXBMsnp? zRg>Cd1ihCPxAV79u6&re0d^b7zk%c$#Ebd`f{vJ^U37m@XEMo!aR&>OSg1^!zARwU32flj3lujxf4Ij(x=lf=i${Ef>}5SJM%9*;tHWpryF54!F4#!vJC zD*aHNyH7i#vBvT{Kb0Nv8dQIzHwtw34G-p*IS-9K&I^hE>F^)dC;mYKkNa29gdl@F zdN;dN9XVvc)|;PHN$RK+zSv#x(j#l6ToBvRxnp7@fco}$+}D(RGvw!Pre6U3#80=z zXCHx#BVtE8`$0m8KQ+eZ^zw-FUjyBEdUB${K$N-RALo6mET(?bVxR8kScn7CKr{O6 zu3nENYdso1a~j|0J%sU3uNJQ2d<1#5C7Ruv({3mv={w>aFdRRJ2l1TpG%6V{`rtnq zda-xjdGGC|9zVWhJWxj{Ml80OY~!5<&K0?WTSU^o|0URbKz(djxZ{TZNC2L*B%fsS zwWu&6dkPER*Gq=$?)1el`v6rX2^YJ+LrQ&rRnb+dFt~qI|2e*o7yQ7vcb9Q+KGJ$3 z5L*x3VPpqcS-j8rHZ?@SGC&A=Wlk|HBGp~Cb zp1U}Eu|4C+%;B!39bo1CtTtY%^~?rUbm7I&EKT`f4&I#ll1#kjQcIj>W>K27s311a|Gi?7(JC_=w}EP0~2)u|AFU(YfxWM9yh-aG%5G0_)lxB}bDh?ib- za1Fs)A3=mVtcPpJf8qNWcLibBvTDR@N&Inel1N=+@$Rx)9Gq5sAEWVe^qeO48<{5m z0+pGQwc?VEnG2g{ZjMX7QY?xMo%$s*^BF%O36-Gla*nw`!PH9wy}c_lw>~NvV@B}n z`C=DhcZR0VmvO(S4$9LyZf7m$fk@m}Q=y7fhV>&4hiQ)BCOT>*T1kM{_gVNDN!7=By`CNKeix(W*ih7cB;f3llBMu_ne#3L5x(H*+dFnfynmY(* z($zwZoj~+)zTq7~n?s0V;;(WkmCG#`B@Ud|?F4p0LVAw}Rpix#cg!tj!SzG4fO!iN4rd~0fJtp3p8V7MeIxhTxQ=~97CT3G|bJ# z(veJ|^fcFB#J^Y;F*x8|DG%l<*U(G5t5U2TZgFzIXUC%7iqbT?e4n|eu=zY|?A{SE z=VgbNj&D}>Eb=YlD(kb#Ws8cGTLyRP1y;uMUPpDOWc3JP$}(g8%$$C*XmWR4Igxu9 zO`pTH*jbi75LG#JOMi^c%;Bj%TclcZ8GFAj-mXE6La6GYOKI-m^U~6)l2~qmjDW~? z#TYS`>Yg~&!YtXW={TbYE}PE=Kk9|1?yYH54k>sHtnjJisCEc>l+G%LKK8o6h$WL| z?hi@JEVG(&Z)oZxV`J9HZRfsKs27_M%2KNO*74TRi!^B_zSSO0)#4&$vXd`&8oApR zXorTicz%r-y7a9S2imi$1(!*wU<~ieXcx9L_uaDU(NyMY6BwlS=ER`TU=^|$D5}43 zT`*>IJX{29awVocS?ZNGqi>&w?EETz{0p}30_Ag8I5SZMk4_w23ZICG{c;#pWQZW+ zx^-WmE}Z_Jum6Ske^J&L_({(~EE9V`djmJQeL?eNMdIL39mUXHt0DQyOxgyPlX+e4 zA=UDSco!ZraM#%YIH^I-c;g8SfM zsc$0ot94XjtcA$1NMBS>THSV#66AgFWO2dEIyihVi~cJgHfi*YXY<((bjIEm)YW2xtMRtEY#gLNNl?Da{jR5 zn#={sgiKGreE7QZHx2F1;k!F8`ojs>miy%T2BlJ~)q~4=EV^>oD}UZ!U47d7*->Z+ zdvww9$O>&yup+W@FL_+?-iMU^yTpdEjKj+ve)TGSbk}m)C?%WId{DNykD8CW$OU}&N-6rH5(WN@o z8+B#ugC<>T#~pWf4EhODLrOoX^yJv-u~0ow&w9c#RA%hw=F)Jhue^6MMv*!u@~-CQ z9)J9?hmoejCaXhp1atq#GqK`2iYH=h8eMBA!VT_wyQWLqq1StJJoKr;_BPGf%=JeVL!)&FfSTJ6A0Lp}7MdX}~GBYr*$ug98#-4J?ckRXrHzFB~& z%Bfu?UeLITT*)m-s3YywerT85E2E{u@*NH)HIpKu7c%gS;>qLSReTTEP$|`syK1EzkzLV1 z04_j!cBiuCZFJ6VKY4CP=6S71eYDJ&{qI?k%$s%ft9wJ*Bc07kdN7lY^A1X$KM$Gt#*h(uX%{f_@8Z24kXz^TUG1Hv@j8yj4{Cqf#<+ zw7Hn_Hnp)9l1wRQUV`b$*|L(UwKY>p)5u>7PsGf7&unTfu3XOFEu405;4=ZGm_=bD z+T&#L(S!--cFF7tk7N<2jLntPUP@fywA;=8Qc7xMgL%TtsK%@~@4#zuh z-Tch!ibV#N?+`s%Xw?#f| zObVs3ilkO)u6)!1J`d@&$VV%CuR_0fM7zt!iic&gW_{e;eg7txi;A)>vzScz*~5k5 zWVCQkB2nXI*Q66Ns%USydR~eiUgO`iOI;bENE<|Nia1eujJmpd8H~%&EHVgSM`MNq zYN6g$gHkS6Df4@6#kv*DGu!!2EK*_i*YycbYiOWv5GTm`&`{WLeQ7^R?Uw1uP`On( zjFK8=RnD3weEs=lBTGhtUL>1p8F&NQDM=S#a!?N_UwsKm29KtG#q<6Wl7o5*ABm{8zyBW;P%`V4MB}wioy|QAbsHu9MSA`zC zWA(I{W)-@xLbhC$Op0@J>?%bV*0yp)YO00}&&98>o+NEO=Z(fJb7C0}840Pka*W)P z?$;@gv<)$?!&$S$E!BT&HlDJS#glopWIW>8;dZUrO3Udkn>R~49s=s|wPp7bZDXqR z%9V3ey;!So*(J7WX<$8ZmVH;dYfKZTCHAl(36*)BVIIrKuPw;3S59TVL{Te zFj!ls3F<4s|;TiY^Jov}diXE;idHb8@LSrt{W=RJ> z=w&V+L}Uh9G%O9NRemZuy=$kJ_9(k2vnq(<9FMo$H5%!b610fAe%G5;8yp2$BYe}4 zU^%n#fW=B-QKgQy-4^sPk+66_;@=-EG0}&eXRBx4_>K;dN{4D(%4>ji-GR2+fhOkU zW%?taUE>+B2ysSq@zzVSr#QLL@3jMx#^4!Z!SR$+`PHlZcsg?@h*ZU+|MRWbb}h`A zapd{%Bb8AP5hRz3f0ZE&sr&Js5hAe%HB$4K$0WkswjFp$F^^ILKYjk6-BH%H)Z^~R z+F2tyzF$x~!$aCYf~~!y#sgB1RymK12ehpCH%+s3^S>`BkG!$J(3EgE^USZ#Vj1hg zKgSwAL48l{@+afGSHa_K;p3Y!x!Y8(k<>~hf!nNuQBFe%qDz~@0e)S&GDmy4-E~5j zdDaLhJJif`Ijt<2gVwWAKHK2U^*yQl8rl5N)_0!2`@XZO< zWlk=lI2pz z+PFGWg5up$C3}Q6^GVSCJ#^V9A?yrRzwponB3=%E#Z3?kfUGg2w4-gBB>`H{Wk5DkZmHd_S)^{o&CJbmMr9 z2TfDa|3u8e<4|G<6LVfy^bZ;92ZOab4$)V5Y<~zwr(`#l?MQcQvxS7k zCYgxTRt=}0j1BZIh8sF`K9o$K-*K9KlUq{^f@}!QZ!X$=f7`}m)-5#jJ-lErYVU8d&|IY3JHUt{$8%gtQo%uJ94v2&ksXp7DVq#=E7wMf{hCH>mq*2SFxfm$CO?60%Ae@BC$ZF$6VIq98~e$ zqj(GhK<3Vm|b7)ow6No z#=x#evOe4BK~F%@g}%~urY?Ymx?@@*-<{vin+BhB-d06v>8daACuXbmTQ4T7H7F$Q z?Y#^Oo=D8y92=ZteHSM0Pftze%6?KFYmrpbgQ;|{S{W%AdwM-}^YHjdkMj0lBu!pf zQ=hxhdASaCH)f5VbiZH2{2FX|<1NaR_lL}fCa>+Ryi>Q#)Aq9~(D!pFfdYvrPU6Sk z9sa*yyUL_0J$a5w{<#^-r&RK>(-+)X%L;yxcMqd$4{__L{^UP?g5-VAT_|F|ltT{- zPT?ckzDlvet>=O=ha?r&eV$}a{VxeIm=nP!jU%h#gv|j5j-eN0!?(W|aTVvRZ8B@N zUFg{qqH0IKDcv(8ihh%|ScFM`FE3tjbU0|ESm(!4ZjV(=e-R&a`@muT$gu) zX=WLFS-lK9lg2^6?yodrUYtwh*x&cMwzy_#XDAlX)tj27nedo!&!u$pf|6XkoPkQ& ztMQYBm@l0Qqya6X8YW$q@#>$HCddXF>*o=hN{fu>|FU~b>#bbj=ZZ*rYWc!*PjDbD z$>Th5*SwZ`@6{~;?+GXziN6k>MBT0o;s+6wHkP?wPtGA?eoRUppEap#2Vw4%p=#n^?|g_I*4kUPV* z1ubLA4V#XxsQ+pRDQ6946EMGgusy19u#$a#PbGzYS?AUwU$yF5q19TAr&r?v&TwIxB(raDlE_;o*T{sEJe((kGF8P00C7q}B{M?N~- zJ~=W(Uq~>#W@WsTa&ePwM_z4oqT)hbH0MkOOVP*wKcgJ#-;8paRkx4u*s%AofUK6m zu~c%fTKy|+IVoT{F3#z!vvSHRT=#zT)1JfFrHFHP% z?1U0&sSk^}SsE%)16~$*!vkh)B5Er?G@-hx^d?Mei7H|uSM3iaPE)HPUsP+Tv&a!k z+)&BZKhNyQIGa9vScA|uO1CGcC95^RD=rRU&L04oMWkK#Mp$32q^g1DBAU!NNJqnv zOS08|bIDakfNG$8<285LY>@q`{-UIJwq@vG@AQ_0O1hW{SDHV^psu3T-e}^PjKI=d z4vW><@}2l#9v8bnf%v?m(%hUUzIVkRL>&y$hoq)ZWFL=N?ez4F@e7ZvEtn(3#!8SQ ze;5l#My*32Q?k?B6^)vPfQqAdVzp+jAd9(9?cUWamEP%AiKo+%tcuO<&M#uwolP?1 zBNzwoxGf2cF53QztKo6$HwWV5tXX$Crj)wBGi_0tgX4N_ce5(z+$E(fbVsMdC%n@1 zz}s7ibs6_R$4Ja+4r->IrPP`ThAk{aPk-lC|3oD@Y=Sv3a~>P5&qzMhdm{FP)GDxF z@lPKFH&gG;_f0YwCvTKzF+si9V z(p@mwlO#i({HJnNkQ+rWOWQ}x)>!kH6K{$tQdFmj>Ip@1%GZDLr{n8>zDiUwm#h1w zQoqQizUxquBn6trsVmp3_i~exnBHZyk?l4XF>0lnYeUM{6@orlicLRSzFG#)N zj;3*%)!7Jp)zcno&czR@_YDc~T~--Z>9(eLaPz_aqg5K) zHW}}dzNrSy;>|d3B=ZKC@Z)@?y2x zmwQn^mR84hs*D?-_bT-`F<~7zWJ@J7cwU-(Cks24#Z}ZmcYGtCTQeEO$GD0xkhr=V zGj5+HzHSb}xpj{rG__ffS@_<6oqwCuReYhA&)W)25If-cX=y_%Si@Y2JY#=Cf2?XB z`)Xg4aWzdHl?B^3R}ePU=%GAL>zP)k9Y2pF`DpEhku60sZ&Zl-K6&H8LuvU`?1sep zwctE@ER-3`3KEp+(d8^DIi_9BQ5d%Gon@b9zT`?5deLLwD`bUc!P&bIpR6bRfTgFtqjpwAIr_<3$ZK~^vTD`MZ_76iN!|Km<+hZ0sw$eAX zn@#Prbk9G{(|?g2#a`H^)NTDfyxQ@|eJHMIWG8pbDDsL*(V(`e#>^W^;*4cO!=d(> zYAsYUqtR&kXMx;?Bv`>MofCv=q^irvO^5l{{`+<=Y&0=IIvk5nlbKH|M|kOhK1d zod3Twnx_0JYqSp<54!3i0RZy9^a{}u(ncn%|7cLzjIOXR(=#%8SKn*djCsJ74y6y< z@QLqk5df|^F-cGqFNbmN#P}4^NNDex2 zwetJp>jJH3%8Tup@kpp9F5!q9-%sf_xQUw=ruxJdG zS!nl+0RY}in_qMm3R1AOpZ%aAEge{mfk9|_V^#J+4qFecMex2`i+FQheSaCcZv9oE zID4h-lthga#_%q?;*I-j*$2Um>}MJ9(GS#fmLY&RD=*rH{-j=ADp?4J~wU;A3 zMpt+(&0$a_CipVfPi=<@U#dZ9V9JH=YlmKSqe_g@+o{Fue1|bBWI`Rt$!8obDs5)8 zvhq_-_55$SHmS_mnm3`G>Uad@6bwkwq9vh0>FwY8h*c9y>Xf8iBWC4Yy+We=^8LlE zd+osT3{_huXD?Sdes@>BovNGfe4nL~()1d~g^z@V_wXMDf;ffVxU&~jC>zfMle5KF zX8Mj{P*GK*z)4_HU`Ur6nKveVu^2I3q{zzpvRYOx++e-{(*cvLP6DG8!!AJg2b=jx zAO@NGr)8j{s{xHiTF!;jDX8QulxnUx+;sJ}|^MWQ?5x}L> z2oEUsCMsmg=j)q=cIwe~6kdwtQ(;1TT&>$4#((6y z&Y+za~uEu>L$p>)`G!K5(zBj6mR%yr%6*D?AD&F_>ACEX+3w@SuR96`{0A1 z);?d5V6N@5QVI;xxxO*L&&&JmY?MOPMb>=QDD+hh{!l>7|Ga}!UN@1o{wA&~P2z8j zLrUoi^KeVS%s!YJD*V?zyuHxX0KHJU&{K|3m-YeDSc|An5Y*Dhvi*1ky?=cVYUuvgWgvM7`~FTz zj36OOP>fd3Th64+cDA(;nRFl#a@7RJ=%qtTF26aLqwP9ZphvJ6`ea);s^;mV^_GIh ztAP*J-qNA2=iuLm(Ty#%D^JgUV-T4qyTPiCsvC8t^3~7>Z}H1H%gY z!K<%Lk<@A7)`nhR5ER)?wbL#I?_tkh9pzjQ8PJ& z;Y%yFE9cVitcEK(qHd{A&gOo*9w?~f{Bl%`wo3k%J9YxkaRn@ub4d@vLW8I{%RtH< z0K(mjU8AHiELD5~?JFyMa%h{alo<|0dppt;j*NuSKZ3c4l{k#xx-UhR%=s*(7|h`W zt7c}`U#H=3Fkcly%Zdirz-$am`9#=BTqi!Ysr|QUIo5wi8 zco3Lb1U3MpMT#`9CirwUz#xdV_Fl!)!LTgVyO_OMYRBHBPvN!WVdK?Mero@_&scf< z2>Nm@zIvX9XJf6NjWdIp(%0D(0`ut4DZifriq;`qp469h{^QL@i7Rtv`{nJIV1$T% zNJY2XzqkInK8-6%Aq5v4bp664*=2*dfAZ=wnkojV`3tf4Fa{|?6hdE1~C4ck6GS4+!HfPQ^#zQ zc28Tp8U{c%BK|~hF|)_u3nz~s0DgPo0bi3k)29lAHNu5IeJAysEN(nVS5k$RPcx;+U9ce*mXzFM9<{SX7kK~TP485!g~{khr~a@X z$dm6GSo-p`mkil95Jn=cmfc;jH{iG zVQ%jPKI)_fQ-o#1?7&fm>ORu51Gbx@$|H?T=4U`XX!!<+z9}w6L6`aM2J0&uq+vIS z>>aCdcx>##EXzX1XW`t4N6GYfr8iWytZ~6#gE3!!_ivB?wFAOhKMjD73W7&k>wDML zGK&M}6(9XS?Okb9Q`Z&-3KDQ21SmxiX^av=1yLM8jG#nGBtc0+5E;s#fLZ|+WO^zT zm4H>|(F8@tP=+ejpfm_dmCEp#s#IAFDiCW66c7Y~w=Y4Gw7&IzzqRyNmL&I{v(GvE z?7h$TeTQqE-uSDwsZX4mjbKgnC>&CE0H3wkq1ed?Qvz47yoHkQ7WaGxt8N3iurjhq zbN`PEVrz!v>U_KvsoNl7FZBgJ*WtKrjjd{MO!xu5|Fu2a-jXYTEW;nz>;fcZCh9Fy zt3?SV23^?w#nT&21rOd_zPw&RZWxX-4zwr5;vbfL?qi_qQJ76jd$+Q*AFB{dZq^x7HZQtaBhHqyw-0wC?119jd3oHe1i zQIR2wCiRhRD0?RxHQLM~F%g*X7>6WBy1Mh}NaMk&8E5r(1tWvX&wyfS_u}1do!9B3 z7vU`g~28z%yd zC)wu;2~3B=pD^JGG)zFkX^a=8zdZ|%)b0*P0-~K!ogbi19VoIktjP1;=k!CVQ}HCy z0}U6_yA>zuO%zJbxKFA$4Eg#OXDVMGs7Sg|6jY<6&wp1KN5;M6_CdVwf5d-I7iGaQ zq8CB@zRvOx3buSr#2>IXaY*^24xCthv;HFqL7?w@(!S-mdmb*vWch7>rWa&XTH`NsLR6R8-M@!`(;Pu1>-?JEU!xP*$tX?}zlVRyCY* zV&+NJ%&R`*!YvSE-d;l(>H+%h^DH3a`m1?cNVgZTsVk@El9PyNB>@njSSBo0w;3wQ z1PS0yr91;+;nteR}u_-sNetn(}V`o<#Wm@J(~?vNAYj!yp%& zl_>kUPZ?k8Mzlst)O|UR$ALj~7po6)igymQBJz7-#);Y5LA^@=vM;f7g2(&}Jf%D=!QPxkn^K&#~KTs3T9`*=n*k2*N|F`(tj64r8kDse<>*?AERcN z)-eN;ZCiiBcqe>|2`9*y1if)Ys7_n+?OxcRC^pHA_@x|Ge8j2e0T0cZ%i(s$)H^(n z<&A>;bnpLJ(oge)md(_yS_gcU+|0*cv zcw6W|{m$W3Jq<&qp@X#-1jmMGtS|5PjVatxkJ^}HT64r+3e%wq(&eR7GixG^-#pR+ zcqRfnnqST+OOToR5lAiQV+bLB=7voT^*F7NtLf|?;i)$dI#+cUfzFK-#vrULxB7OG znXufiieZaihE(CH6ptohc(cKv?|U4g)xlY<=|FU>Bx zIgLYuSJ7ezGpqb0uUt(ao%~^xVJG~VLWXPT#ykIY zSkpE58X}hP!!OGi+eq~=nW@>D5_CwqtZaQfPAt1kC)5f~3 z(+50l5)3HRd1QNI{NZyhQLxj_5;cxX?WivZls_ToYN%kedox!%&Q*g> zx?XKbMT$X#jL}L$OOIPxPT92KB&~lX<)ua*B9odsOEIDhL5BJZC%vEsKSTX}4VxEu z(Hbaik>;LA*+)F~A&?F~RTD)BwnIWIjWGZg0v?_V+UEy@AU-kbq$61PFhGCY#S>@q zK+A%tw6^Z%2QYkVNH|mr0}HFnwQ1C8p58-XAwKW$4{g^95#%u(NxVYK-7@5)!HkK; z0*IELBJ!?u94Euxb<7ZL z`M3@w7=g)wtJ(p3jcwvf^cv1d5y7u1S<%!WI3>gJ;7*hb}14m&^TYYk;~TgXW(ix_{bp#2=F*~jIv-r4Xy`$(2YU98vYTXWLnZJ*50uY9n9qw+UhZW=g=4 zx5EhRL!oO~>Q2tuf%0hieusMO0&!LI{uzqD8^X5IuX0&i@#)VseR$MCAyyKq!2s*6!2DTpJf6=s>>;5AIw7Efgc`f|? z-hJqmuB%1fGVwd4rn+cmN<2>dQ5V3lBSXC=fl^i$uTaq<5k~>yU!sRVqc7`%=H)`^ z1-;O$`Stq2pc214d-eh>I*ZC++Z9s16n{nJI;1-Bp@9|vq3rLe^?WUUk<>%Liz$BW zozMp{M(d*;niJyu=sV$gDoDXCcsR{`As`aB7HJ8T3;&DtQNd{dNcel1Q{p}IEB#~r z`82eWR{1ov^Ar2is+C;8AfGF-nxsB{TD4+V{vm++m~;HUbjTC4f~?0KU55JvGVqT~ LqFI;h_&V}GTJOKV literal 0 HcmV?d00001 diff --git a/assets/images/model2vec_model_diagram_transparant_light.png b/assets/images/model2vec_model_diagram_transparant_light.png new file mode 100644 index 0000000000000000000000000000000000000000..6adb7fa1d92af05b994d33b65dd81cf1329a7e5f GIT binary patch literal 92725 zcmeEv2|SeT-Y}X~AJq~*JAX3Dd@&w0=Lo%5dadrwcz%zf?Gf8Xxkv)6`fCOv!UY%wu0X>+29 zotPMGR7_05LUIOZ$vZaQ4!*?w?aXju*$)(7i-~QF;F~)0y@MER4qZ$giJ$zXj?iZD z{Q2rg6LkcF>f@v7!KO0(sNVjXTsj{#fqp8J&J_-@;)Sp|9I85kfY#IoU8}9AG&Yyd z^Jl3eap2jU%cpa|H)sZ**7o4T8T^B5yTQ?J*frp%v5yaj?nHODWP{ZSXe3q>i2=>4 zEr}E>k~#tpeskDfbnsaY>&w{9$nkhoFG8b@%E@7dp|smX=?l1)kJH02buX%eOOjJj|nJw1WhiX z3-v?i_XwVBK89f3-T)VE+@OQ-(RQJ@|kaAZpS<3y%klCeqnVmS|_V zwy?*YO7mj+@dCKQ{kS|XKr{pjZ>ne+;ZT1T)q@u}x$;EQRCG-OSOjK29uMp^1)Ed5 zMT5M9@N^DDtG|ITAgTZU+#dk&`@t&0WB*;t*_nA`c?7yQ(Hp~t+u%I4IRv%_fXW1o zQ#k=bWK1^r^MggC4PfL0^|8Gt5QYQ%z-I$Ak*Mx;jt$SB&7b5BcOIY5^9C%-fjV$M zkbviLco0i?&>7SK4uIj06^uD-Cd5~Ko)2iH`uj|h5rZ8>2dKkMY-lWM1?)4~0xd=5 zQ`M2ilP5wDe7H=&Bn@@rIDBnNa%!s52T3=*EYb!*b(pJsLdq%Adt>L zd=VUoo=64@%Y$~H5kl;2?Sib~K0c0i0xHqg6h}g$b*xdK)63h=h6}#6F&r$(N}FyH zq^s=XXeOYV^DuU{6rvB#n&1tjIFVsX;(Plb!9e$* z5P=O9i+9y_b|3}Waxf%6D-&l3rY62*OC7kowuz$!cw*Z-Qe8dKzIN4xVz|(mE{=Q#lj1-M;1Yw_L~tf2G=l=Dg5VGSk?>p(9lVbP9;gGHCk<`q zYYx#P%GHr&;pzn^8{;SF7Brd>skX+ZP^U4VMq}JWJNRMAG-gg|C(@b5fm5F$IyW|U z2YY!^w81Z&J;B1xl;A)&Ci1xyIFH}}=-GqD2r}i7{O#~qJl?{^$2`D^;N|Vfv8Uo) z*rrZoUuvMgg|Vrvt!)s;#hJj?cChrfGbWihx>LQaEUZnn*><)*cwY)@U7py_Ypn$JWMz?Fj4ug0_I?9$-f!I)~^W zTx|jfXtalkhp&^s-y#HQOUG~=z#3>Pg1{Mxazeue+AaiYfUQ}epE)7O-Nwq%A5UPI zyVwhC`BqrCr5_j!L?(`d(DuUs5sfny5P4`*Q#%uFl5w!7qm{R_u>~A!jA!|Jcn5K9 zf*9Ut9@oX6?(S+DBtX0H9R%7)3mtQgvz3*lnFWUG<1HYuEs0KiCwFax8H0jH`*A%v ze%hW4Z#a@bb21C0S-=C`i2^?>CX$2+Mwqa9bXRRZ8?uduCkDw0q__uyV>mHz!2)ML z9@f{9MsW7j3HGoFAfk00Ni<8OuDOmWG6;dU2EbsD1Qaju?SZs)#v}ZhaBs9Z&DRnU z2oB^PWQ*b1x;uEWf&dzDu5foY(pB5VCdic>LiEI80<>Mot^p37t`4TbD3-Sg+tHZm zOrV%L01-oQr0JScXtr=iq_ax^-P0z3PNrCJ(N4Zz1Rt*ul!J?v z0@#G%Y{o_LOiEH(?a&a5vDs!sJCv)brups+T< zUJjNlZxWttYfJIbwnX`wvsnQ|2OvdpU`+yF#{_O~ZH&fX1r$>nJ&=tOK!O0LZA+v3 zx$>|!4s>lu;@Yy^?J)sFBFoc`C2-}Uf~-*i+9sxs7!y+;3X_N5hI1l$`S@GnU1_!Gpbq{p%w1J2Cneqw7EHAvHH_FV^!QX?)#gQyrtym;*D|0hTA6tYS1MniwiAptN zF|7FDhJ+vr+}49ZHU{<<0gJ{`c`hgc!p}Jv;x#K0&C7)uWI1sgj(HFPXB}Yf%0v-p z76d!n5CYK5=m3hglNrU=hJf-wU`Z&hi-5vJxjL}4-7&$srbJT|uhzc-c96P#j$ybt$@bX8t~=px2*h z?#c2Xxp+Do!yR}6i0dYv{p>t#f}8{v0eBrWAInC$^HCUqAOsu0Hnj;70B!{4Jr2PS zG7F*c`L+R68yj#?^Fh==Oz3kk5eepOT#|RAX01sasILnLd$3>dkp?xV7fewnycH!8GuHA}nfX}+JJ=CStmvjxCXYigcMNg}BAC$793L_k&-L|lgs$yq>Z-$M zvKa(tk_Dg2A)CW}18J-PJHAU04)0F0GU36!Y~9)9V1l0+&)7O7gb7Du$=+B#8gCA6 zfG+$n>W090Q@fX-+^E<4~SKR&<=JFB*IkiIC0=1YE&$ zMiMZVM3lQ19T}wUZN<_yWq9g11RyzV6C9QtEU;z4$w8I@?p!P#Ys_`F1oj9aAjlu< z6hLR8{ex`mnQ$^Eh(VwP>5@@4Y`(KO*4dnE?1gk-v&l$X*5tE^AjH`!*oMgSw)C;0 z`y+|AWOfh&M>FRWywE5Y6xG$w$vV*7(-H0-#PY&Il;TLI>Hw{W^PxEa_sz-E)i;Rd zXa&p!65Gth+QI>kgC6aXXg@Djh`S%c)f_=L<6Am#?D+QfL{luv-q(zv?dw4^wX*bg z)wbkVdKwe8xp0J|jXg!zZ&IzAatIVJ`v6;SJRVr0lUA}1^`~hLRKbKL4Xk6j&;^@l z`mbGvpN@kW9r&YsKVU6ri>AYYKdg-e_|wrvVUZXe-N`M4{u~00($v-c(TNgyrGY=4 zB{*C-h4m{(N!UmgI%v!vJ3|)$@cc_x1&k4TI{)?Upm@M<93oFMtT86o(jCnYK_Pwo z*t)iGH<9-%`00h%1DA)+r2)SUGvPA01GTID(<#CD20-2zj=|&dHT)-BS723X!%;o} zb^tk|e(;M4jidNcx&92EpEq#MC(!hBDa3@Q2ss=ka4<5E#pcuPeW+k-q)8xftU()# z@68c*`}6&HUUZR5qmDpoPy7LcCVNDlDscR9ASS|@G7@WQj4_4080gRhsyCYhA<~)3 zWr34h@whx;mpw1QZ(?^ApATGZ1R4phh6Y%HKA^e&noJ&#$)Qty*#4R{;BrA7H2;aA z1jgjTV3u%cG?3X-7N2zU;V98&LO&0>I<)qb^AaZhfcAd|ts}L8;(^FdMBGT>^Hgev zh!Yw!m6~;hZT~vN3{D6gatbka&e2p3Y|6cVF*fY6!{@;pC2i^t?~sT|Xv zt+=035E4;8$B=kXaAra@deZs)U?IM!0enbaO_7ZBAfVBOBcb0e;J3CW8VrJ-Ody>G ztvvAnG5N#;7brYv(vOEJv!K48(@E%4Z9vt^xw||1#Er5FS$m>g2_z(DzU3{m1I? z|8)^MdGmj)C`6%jCbxmu4g5m;9a?~&;D_}` z=Xw}JsS9v%8i(rd&!+ua$o-@X+QP@KmK4#w1}sLJdPASi?*CZ#s6SSz(-WbnH4SQ1KoMT`2E{q zHF=3YIQ|doOmuvd5Q6_*z<}|S2mMCspnrI9z|} z#tUimFSUTE-s*p@2L5Ji72@Q7ew1GbkSTt=4O9yO&hj(HKN+qExtu?24`KU&v@K)< zO=SuW2b83N;Kg6X?tfQc^tXnQ{veo7AeiW4FksLB)nNX=Xe<>iB59#MKwtolA*@aD zx^#q1Q@t)xo5*GO7f4JAPdSBVe@A~mV*>w)Js}W(ZwylC3S&fm=nvBQeHb2+7!Wm0 zB^|7=?O%v={wQoYDd;@d0#RZTfdmP6ZJ=I2akNMd0@*xe#P8@0q?e(T=9JJoRai$! zgOaA8)be))mfma+52&2;4<+QU>G#iN;&0M}Ke97_nfUyXNc`83l@qk{2MQgkYyJO} zxkn&=ovKG-g}QHw02C!Ir&961UH}y&iYMSTMF4_2>!~#R8*Tg_>ioOX@>4YVB*6c{ z1o|6~4GHqEztzzHCIl+f4^s$qLZ<%Sr2L)iwfT?K1r;Cv*m9E}bp20|x+syEDYPAs z=-=B8|0YEJ`$#WV6Ah&9f2dkil=OebmcWQ!YZ6g4QWzKdx3eWCeS=?BMu{jI!sf5M zdQkx%)G@Wd5Bs|UKW*q`AdSg!ejr^75^AE!lLd58`5aUf4h{Kz>D)x&98y#^hct1d zAQ3Q zlZ*TKLB%(swZLt_a-vv?w!b%Z;-xch=oLT}(IEH#(S|=(@%#U>3^*}3kLbjc5E0_! zXY+4NNzsdE;9WBg4;0Y-vHLQ`5Avb=u|W;(#0!|hNj5*5ep`?E!!7x9m*@Ac&99v$ z2zyg1CV#j@P`jwG4GYfw&oJrWsNV$nb$@Tt!O;N35R|7n9Xi6``ajZjo(R4F$s3fy zJn58|Sf^%7CwfJ%%}#a*CqS1{#{1IrIL#9O=hu6~>)Pm_s&q%@&zdG78z}};7892=68qIp$@NjE z%0pti{-irHQhCr<@(<=gtI2MYkPH)-S(c6e^_o9+ii$)2e#eR4C^31X4k@2OAEjTN z=EqF1aN6(AD(rr>CucV5=$iAJTZ-0IE{DmEN+@pJ9Q}vDh!m4p&is?R zNQkeDEML^o(YfJ|zz8;w9o3okCnu8B7KfFI&7AvG<&VJ;Szfh7bj06mZxlI8d2qT; zP?5}^fCFam;7{%XlOTyjX_eo)9q?PE3-oy<&JK7$4jHpgNbv^PwW;7ZRL7MBPkiAi8PY(HW(!r zX}a-_-pCH-?1-4~et0E9bZ`UJ$nxIP+d5{88Zy)(Pxi(gQXL&rlL-!dK;@7*_61(?}kVzMQQ;pHHKKPGhKKDBO}S6W0w6*~6{&etHATg>hnUMmon8*hzW{Yj(=ebU4v(z}RoNzp`@q|TZ?QJ)b`iRA0~CK?rRR*EqUEx)IZJ<67}mb8#?v%ukYKQws-KvEWwOPm<(!&!wjD9nNcOW&1zZkk{9jD{Y~p^ zcHMAm>`&I#KTUZyzBo^H68p-Jz}l)x;h4E1ph}4A;bQk;*Y?9tnUy~n%e7NU)e2$m zQWEmiY@AqBj&hUBe35`yJ}+0TUAbvg+h@AZFArScZ7*u(D;uq!HMw5QQegg^H%LRB?Wxz*4Zwz@)6AGUkbpI018&FDgEiuOd1MXI_1cer<;(=3Z;T zta!HhERT6(I&O-JqJBknz@Dqg2aJXHl$Di8hAnPao4(?ZfdJXCC_(W|nTtbARNXawuTVzKh z=HH7fO6k90dr{$#@{5&|2rVA~m;AC!<;zYHd6`SZgpwcKN!TLsxTLrIy2GV~@Y{ z=j1k_ZuZn8k^pn!h(-g45mnCB>FE9Y#Km)F9V+cb`!*Kfm5;q5T`y7!sS$DTNpZk+ zGP{pO?hC|gR4n5|=hd;=Ho9_W%y#mTyIa>vT-Y^Ve}5YOfmMd2P3ET6@3W*PaVfb5 zob}KQ%zkf`H+1p+7i1$NPs1qN9&!x5D$`F(ZCn2ycCUT^7r8-=ND94}-|*4RE(0jn8GCChLJ|D zVA{it%1a79&5%)C{rP#Mc;nlVJEKb>h#0MuaBxsK^1d>*EogdrI5%A5Zb3{~^2zrh zSHU@|6BZAbt~_*+lo&dCBNp~nNa{Ev;A+5(Yy70v=v})Igyo;#dMo-+qPl%15E+mjC!}++N@HEu{-(TO1oyAk^Nk>T%&?nk#YG*X|F7?riiS3OtvmsB1!Rk^P! z9o~E)$NE^Sth939JPFys$SnK0)Pnhw7*fsx7^+y>TsyumwBcS`Xy;rVyOZ;x3AUW-H&3W%sh{r1Me+@h}Peq~t;iKDOgAhNb{_PyV%wYp%B0?ck!7;2C2 zP7FrK?H)(RV6& zg@9OpG+FE*=8K}z^Us9fY#x3m4FfRV9C>HHh;SZ30g#bd#vM|DVa-Y~oH<~iqtt*< z`=dI=R*T2E^Nc$Dk7!;M-bW6Q*`j`ANb3U_J-_By}McY z(3?5KTid2LCGDCd=w0z*yrmV3pVWr#3oVEN)3+6X`|LHcwcUC1#OU~1lDI&ibs;~U zzu>{af~>rrWk7(9G`TOC6fLr|ByJ2z2PVmlRw%g%W=7S614((a+L{)3U+3D~&3p=b zaZz*q{<-tw*XA6j>Wi+m!weiN2wq)DgOzbu@I`>8r6F@Dfy@&}fO~ku%65%ryA%+@zl|}wF45`qM`tY) zebU9i{UV|Ju{v%9>K$8sDlmaPWBD`*W0i6j8H+Q6LJP0M9x$`_7d6b3mOVz zB-cFm-REtXvCqHsVC^<<=2X8_;N4J(ULIZqzqWn+6N1;iaZ?@qm*ud8^)9M)`Xgzb zq_>TiyLZWxbGw@o-NM%l-27e!59~c2n6Q1M?P;UG?QxWU4=MQVsyuik=jJz8L91_76Vkt@CO%e4uO&ae?#vqd zOk%phcK4MF*E=hFKf8K`{{HSFx1(LLdJmE;_hxH&l%;$CNVzxGo1PxKe#8E zd7u}ybNKo9Z`X1@bz_;7BEzl&$QP~o!(UIikDrb+SUS?Wch!m2YG$!DA^Ro6T-5fz zn05gsN53_my81-Swt?hf#lF!_eW8}=fCWw4JSbcACK8}vu;W%<&3V!?C7*I}M92r0 zn*F)Jf%d%DNJh<}>@6jXkc|UR4ZnV{fBozluO=2#`>H-;r$))Zjp10uu)$k-*FS!| zaM+NOOgmf!+cRg0s1=Pr|Mo6H2QvcXjXmR_H;gBZ+Rj*f3<;;{f^ZH{npS-HU5Oq zoFt!YNUSX2-8%Se;V9~DPg~&ggSubtugi%^sCZLv*SJ$=!|G2h*(LpJBSvp8_h`&= z@!iq>;_m*l4woFWd7sAzZYC-TnpCbnxae@{jQNq3R~wIS2)NiPc;;Q%it%o__x#%@ z>?A2&Z4+!t#(1Z6*2r6Le5hQ#J~?r%Sm2w-Yd$@SGyJyt8K>Z&A?BsM)=F|3OEP0^ zX2eKaU|#yPWQ!K`uyu9EWkbUU8{V!D?#rvnZ(k$f)_CvKsF*b7)Z&jm152W`T8HR? zLgnBD*zNkhYaNx|Qek^fY~?>Rec!Qj?ov1Mu{Fn%Zeh27=06-CYh5P4l5|Laq!oFU zgjo{C9pAHkL~_Lmtj3f6CzqTmr!Noc5Whb9V*kNl!F>{P>4ExP%=GP;{`OMRlCYIa z^$ZOWRFjTslbENbyJjdT?#z_~vSO1-^V~^_D91y}y+X6xPFE_-X|wO{R{uKvJ=GWb z>p%CT^3E{pPULwncq3D`TWZnL=AZ*U^11C&=WuPOO!uG3%39x*d3mHlDYP%|Js?nQ z7n0OOG_v$M=5qDL`Qz!!lNYNE(pB%gRo$_;0xqc#MLG3RS?V$siRepbKbG-AJVcSLZmC~z@^AErEQtyf%IJNier6a4XW4*SX`ot^!==iW; zn^K+O_ZupoQ@TDq<0W4A@4a6-(yoBDHr3I1M()eX3Pf{DKQ^vudn%K?rI-)jYQ1^g z6MPE%)5y*5`k&sPP29Q`Ali*!((>h2>wZSoMJ1(Q@*TZAJr6u6WxW2pDm`po;3AL8 zyBMqbOl{XsCp=$`98Hi*#p@BgXotW~n~DPmG}Qolw6C)z%7FvR_I5*Awb~1JcO5lXTGZX{&gUtGX2Qj7DzUKc>7d~K_19_7C!#2 zK<4(f=i%%0Lp~74)2_^StZPzF-0aTJYFvp~Tl~77pu$MF93K8jkU*MlcCh zSeE&z?92P=!tfhkKRxq%l@VRp)1>k6%J8t7ybi34v`h8-25F3H1PnK8!bqXp3we(R zY?|QP*KIDn1eE7ri$0a?vVjbwopZ0BG))b5HZ>?Yb_w_Z zT-c&3j8zv;LJHw-{%z8;?_YWiyK9hj2dXO?bjT^FHCJy`+L*T9$&fg_&s}5FRn*qc z-HC1{cQtCWLOXXavMc`n@u^!CEEm94|3iD|z}-97)GZShCkq6X_m8bR%WlZ5q`V!o z>$F$MO{(4Wfu#ST9-lX`_s)7fJ+Ie_wJ8)gAevtujaxDMbc+5Zczs6B*AETWmFehd zbuEj{?g~Bz-~9S%f5By!2*&9-Z>5&{d+*5`C>zgQAJAA3@iN|QX&l`@A_HRRBo)BW z^T(dDbLGa=WG%!%AZX6IRFO`^1D&YwV7IF}Gim_H|_f^g*W@J9LZ&GE}7v(p}f43Fy;eD)rB&0?nPE}yrVap`2tR>T#QSb z?bSnEZ~BCMF(vuwHQsZbMO(wi=xWt9Yd^o)9@wMAZFyC(Ugb%a4H8c|cwU=6`+j2$ zV#}qgR~=E$Yzkljtl&$GIM--&&xYrHpDvCJBroBm9B0)AH9VqvUC45%v3u62r#@G& zPuupPOEd%Jd3Bqn(&>TXx0O;a>MziAv&~9 zac_64>%1&CWORRZ%b6Zv#>i?!SYs$+8{eEi?e66zID4Gh+iSK`Pckf7()3#ZtnA+M zC>x26&C!S~&TOII4B4bSokgC<(xw|MfTL*UW*0S!U1vW#XPsVD%I=b`UHm97 z!O`$+-2U0>ulJz$TMST;111Fq!$Vce6-MG+rtb$v$%gwuUq63*ROH*0WVK*J4QZv> zqWjxwWa2h|F|R43C;&jMz3(zzt<+4*wkD+idhgPs!=4RNwez0=1>>&iQg_>NllKC7 zp8NoPBajF*+~)iP5ADgicZ&vW%q|`t@=(m`zOXi1y+rL%7&g7Q$vI7^eDULSgCGb!mAb_CE36#n*bEz_+PL%+x&9Exi>m*vkFWKV&+9-@UI## zZ|bW~5&!hiZ28^2#*J=|u7m}aM~YX5X#|G>gG8a}Mt8y{cejSDTOMZ*>u4Kf7djq>tkade-u+gu%fbmRe`-g{lW@s;RD(S<(^XIG0ukK4; zOO#f~yy?$b_8Gn4694?-%w&(Hb+hDGF77pr#yqMoQMlsqNh@N^vTx&Sui{UdC4KXd ztb--!w{>aTG>}gUSlRL1fxT8HsIJE;Tarez64Wkj%futcDXou4x(mM5*!eB!Cd4h% z0On-v^b)H5&1)!syQez9NL$+UaE40bqYn|^$Db3DZ^+osN8QZHF8l1M+qp~rMgE%0 zs%hbM7j8CY?6`boiCJ+bs!?zBu^SSJXy|$O<;y*fX;E788TW3IXSPkyAg~(f&dow! zxLg5P4edUfkJsuJcW%@a)dEO`HI8=_-mx=HypwTu$6CK+8nD7nxw!T?U*jG>nwVH+ z5CH)8vV7WHlz~&H8FE^Kv_>at`l7cROTX8;;x3-T7iXUtD}P$jRJakgP}jjAM?EcNHGEVwH-?+cSTy^PA*G4qi!s>_?29eX;f8Vdw3R z0~(J*hiWpcNSZ|*JDk^}*5%utCRFwo8`gFxpjbAXGRA`xdY99dfMcz}y~o*GKEJt? z1DQwWy(Ki<`J_wLPlk-7>SobX*A}r` zufR<%Qr}5j@~3bL7~!tz4FP=px4E--g*X--ZG4csFA1nMkE|N>lY$Vf3<0-s_#7@} zHj~jcw{+OHE(?96K6dUeJy|XVm7~juiY+eA1KN)V_5wT7ws6f}8Lz$B?~`?WPx)d` z#`4vRT^W~$9)D#qw`c&4NZ(ZAWPd8vYejH&B+PCvaPOzjnQf^Dq84>>2NnyXEha~R zw_DV8qM)4Fd-%(pl?rPQIS*X0eB#kn)D?SVkz3e9<(xL-%Yj49?6sYyM-K9UUv z_iy9R{7SO3$*xy9OXRm-d6qrq^7?;IG9Xc)VmfXouKisor$LExUtgGC%4ZR=VcgMf0xc}HATk%Rso^Bz^NrC=~*vG$g zwjPkgj1#jN8z>(h1veJ0`g|nl=E)POcakpp99u7CQ?T*!$cD0SpWnhevw>%ly<~Sl z+nxTLwfkO&DFL=Wwot4iV!KUF6clx0_(#Q5dzJGHm&d)M;sG1Y5PZck-?37L5U6JoCTdMWd~ z?AgGlE+xY$b(iYVelPFM_*D2T2crPLi#mQ1-pE)1%#7-V{`bc`*X8v++u*WWzxK^z z%{v=_UT=BlJl%VE++w%Ug3-dR0$oo}&pF~Y$Sn>{_IXI()zkC?8EZZ%1-7b0eCb+# zknM^~yRhyG`gVQc@z>*~y=T{!SkI7(s>@SbM8Jo9KQUWnFMi;817gbz*bWe((K;W0 zn4rE{3dpl+5Ob+{X`W3zN`;fIM=>7Vc zxZ|@08w%GA0DI|qd1m(6vqv+vPbU-7!`_?QnWQuyBXvO5;2yW^F#9o9i-L~N$pcG{ z^qm;#bK>uaKJFl2pm{|92uZAf5w9Lf7*OXt&E8_MXkLM){3_3doz!Thgb!m*TZ2tw zH@rDNBj>E1!Uh)wkJf;vTcl6eQ(g4FuT%)RnSRB;fbssdQV=<|zpX?e@ZH&^4h{}` zSR5H3+Sgk)lB!-eoKtX#*?=k`m%Q>cWBRY(balO>=a=#4-?tWK>H4lt>^%|sK=yvX z`I9-dj{Ftv50h%FzqUV-DQS#{p!a5LP04g5+!RCyRzJ!)_vYmO@LGquHW6+|KuWw5Rg&L#F`FdD(6*?!=1&b^VEXd1rIh<%l2j$y_mhzcCD|i zTf-hDhVF$0tl~`Z=1A-A(`+?|mChKiB>&?bRAw6p$u$?bX|@p?58yrzYu zpGa^!r_flb_)E`)#c6B3NCP(;4&>eOedc{_iPcKGgGb04*03{AB%7!7>FNiLwEA23 zsn>?v>yc%=1w+6gI*YpC641z4){JScM|j#Rmb}hP^#IW-=|;O-j?;A)SO>5gPco*x zalRQ|isH8Fyh}JjAEbW{x83P6s2hA()qCBs@~Y4j;`04AoMlm3^Qj*4lU`y}g=|Ny z549-tisu7~bSIho*lVz?gNkYMSC_W!*1L2;yDPuIxdRI$!*UXf@Wp|X{ zRhhfV4;&>WzV3Zl++;xpMGZ&d&z6Ir9GWCGQw_EQlsRZQ4^?aul5`G4(rXoC^>&u` z>OAULy1B@Q+NvMiGI|QwCAZoRO*`R5J7}p@`Z)JYU>zGj*W2UaIqT)8AI7xB=ExN7 z*b4)QRoput_UdHyLrD;;Ez>qjEET3$HiMvaFQP*t)vRNkkJy*OFE_t^)H=Opr>>`$ zmzvhL3o%%adxwg&*~7Emk*Zg(2a_w_j|{y5F=iQ=>~1S?P~NV^!o;jeBBUv4aZp-< zaYgUlor_yY0W2)-ou}f*_$CTIxF!W{S$H(r))}I-?t!i+a-(62ikqub!Mt`!_+)H+n_8JHga`2s0T=V1^*PZl^|*)ICaD}On%(rVw^JFQS$xBIAlMbVS; zceA3jd{l<-Q(*=<#DZ9PP@&Q=u2QgszxTnOh5n)xYYY?>8=-=a$&7|2xIke>Z6FQg zK31+xSs~+{8-MxG;T)}vbE8PG4_PU_4tLplYHm^1PZf$YUe`29?{D7H5bO3MrCQz# z&>ptzuDLW`1MQQW3 zGA0|Qs9#Bb5VV$B*QzCvo~|0FC5*7l1<}o5$r3S3mB9sK8!SNq#TdvNRi{&l8Xofu zamC(O7f484xLvU!d58VcuZ; zstd5gYvmsHt(*b-LRPk4=w|Rut-l)|#}p;spd7^x<;-RY$hd5NT$W)gw$*}MkZ3E#EXA?n5N#vlu^U^3`LRiNdY!{rVl6&4t@^G6qVTPOJ4uuSj zqWHVfMT;_~-EkD|b^&nk?r{$I&@1bck;s57u9o_qf;@`E@)raHN^ql>1lMC|NWUXs zzKgI7qyviB8qC?ZQ&VM7S5h9tvmyhba3D?TmrSDf2n9#TdQcA*2yfZWxC6PY! zkPA=+J|{pC$1n-MO%6(ydq}}0$R0x~{k|uK$sO50VId|>GHk5A%jKq=kLv!pQFT1q zyUQo#mytLikOi`3GcDBygT<27!9u;DMYj$GTWC+;C_PW^-I?l0qk74gM5-2faWyK++bLl#LUQU6|tyR0Lbo2jhEIcgS$7D%e8JbfN&(YQJW)72_A}tWKiAA zKf~%VBTbjEn9%TpE5n5n@Yh(ib#Z@q%JhAOl-A;B8tc{_DX25h8@ODTrfc60LYq2z zwW-*|Bi07Z3Gb{8zfx9OrFhi5dw4n;3IjCylinKwV*OrqUTm4_1TPeml@r$+zzm+= zu9#G^Vo@EC1ln4YKeRYX3*^qMEVs25`69NJM>eGa+sy)Gm4;7!dTej~%Mxaq9P@O3 zzFmTr8@IY2L<%)W+Cy{TBX{JjkH)K+wS>f)e_I8l_xHsM%JBd~Moe>SNe>8yz2-z` zm@q}U5y0@)eizI#5TnQMzs{a@V41$F%!XGdo6=bVtoxroGkh^Q+VJ$LDQ>$8O*L1{D#cJCELz2jXV>G$%#%LskoyOQfHE1sBz` z%mvgpcn8r;2KjR(H|s#G?+cS=TAaSSSIdIVN4gg%M>NQ6byj?ED37W@%tuc2Lkm(?!4RoNK@u9enHd-4%)unti!N?1X62V1~g5 zz`)VQx74d7n?OlHhyNVx9wDK3LSnfr$u)2nq|ZW%O91q>viIIC4tRS8gbZRwPoBL} zwJbD?x-M036f%ph11s!6Z_&=Wc$?8mNr`kGu5*?LtSY#l z%528r%OK;tu?%>|WgFk$Q+prreI%l?YHYYyLGMxJyu>X67fxW^#^D2L{72@}g7GF= z+%LMlX$>83BR)5zzXa;g(!4jT;K5-zHNu^(H+xdN=7@81N{ZC*L0j@*)Wm@ZxK#vwpju#GQ@ctEap ztzQ8!UX>@Q7sZEoj2dS!E-cl03Dp5uM;b&ZM%DF--+$TeTcxxL1anWZt~n#^t-LXNNW@@$ zWgy`s=B?(nk)CXi9znEMMm=d&KSa7mX!TFjZ4^r14CV6F7dE@#-7CT1WzPXiZz^o) zE03CX_Tt60S5v3S=oqzwq;XR(Kwx(K!)wD2^c37KUAPbrZs7I}SlRbM&hXld`IPew zeb*pYFrZ>fkxxb#$bOz$61ui2x$D}^ub2Dst2O;zpG~YR%k(;W^yuPruOo9742BP< zK0mV}yLs2lQqU4P0**#+>J+kDl!Wx~4z1JqQ@pR8MM)-fC$iMS4#XGyHH>iM6q2Rj{~9SAZT zM?n5TY0r`cUkl~-!~)l$8uN@JkNghe@)n7jTRh&iT*-fT^;zZi?E|GFvD?1^S+nG9 z_6Csl2zcFAa&3sYU@+F;^DCXeOP4O4Ei8OI+5*DA^wCrJueu-s?(To3=5@Ox29ZXA_XEryOXZa{ zk8Um)0?7^euDX=nOvdo*UJ#Kw$RB9mQkZp>UY(FVsi5A@$E1^2w{u1-{NPm|GjvIP_x4E35V-;U~UH`I8BE)aj>RBEm5`$}oYximkE zzG{IbUkfDcfB?hMnU9o)%VdV!vlujhvFhoCb?~bXSJi7k$se+hVfB;-_7se5WqjN?X^;6-76*|P)ueiYW1g9 zP#JRe)G1ZXP%U}x$AG5XJvY5Je*ZG;_hRp=%4OG5Z=I_(EW8yXqp_t?Z|0Itj?PsQR%Bgi2*Z!!I%=sNO>JoeDcgVHiA3aedEydSBb=qnL=yA6tX5NK1Q)2ds$`q zB0ss&GN9^;=4>dDNKYvC{N+-t2MC*fcN1DI@8{>Ie3Mp4rZ48QF-F>6Tm8b5zX>&Kqu6tP8U;NfYuf;PtE8&f+CHP;+a9ax5dD6))g21)_r_IfmG4FC2 zpIv61k4s@E>G)|pe4+=dI-O?`1!iU45v$x7Y2#c6kNGD5Hh2Q!Ca^ z@9Z@@`Xc@=oW6GQ&dQ2FnpDVDQA&W(5fpa2-s3h|($71eT7~i7VO~y)s%zBhX%n<= zD*n{E>BDK=5B@V?r*PYPo-V(8bwk&sgAvQdD@p}dmrtjz>DPCv3g2Y$+$+=)d^dG= zjiy=iQdQ-@ZB$R*QtGu+PhM$Ntg+DI6KYp(2(TGeZkfxOy98l!0)$j(>ZLp=hT-I@ z1nG;19$hV7IcS5Y@0&pwQ6b`l!S>>Zt8Xi|c;E**HvuP}1M>8FIS@miS`ye(|KLVT z5I$P);N6o;i9@}6Z)rY;=hs%hOY0!3alE+Oyj*}JtMlm`r<7aL%qvda>D;v=Ia zo+nX8-X`PPBfGSayYwOAN{gHwv38U$J6^H=J$lq^hg72U&|Tl)*D=?+dxvg1Z=dC_ z7mC$GDGXF8(wH!(n=}4cAb`>b>oh(UKG5J0R%%Y%=CMUQO7Wk!wF_+Jk$q?xR>CJ zM}P&^6y%5;FWlb`QoZhB+3synAqCT^;5A9S{_~D~yFu|#pv7_-!!JH+JL?ovwqSz> zx8Y4tRr&Pl12V-uHpcZenk0r!o^RES;9--3&yS=_?XC6tGM9>Mr^@OcrCnFc5xxu!cKzP$Jv5nh#gPN-PRR+PI9 zmd)8uBLjD9PrmjZD3*R+4`^ljwKf4VE%@ulrw8Yht;;S_JzM@!WQUapFPILBz&;;M z%}!oa!Bwrn}>Y?=g0AKF>3;yr6l=x+kSTg6b9>fH(;8?um-Ime*w z_T_8so=rC5l#y!5nc|D4mz{ZWBB4uW>?X59JZ_6oxf$${y;|- zAnNLr`b7o5P>FV{E#XIarrbDcuCG?%xm^dRA2XUAuXWD~3!-cxi-#11yG${oMZR^% z$?`=b{)cKx>z6ITEYy~;ZuQHr8GUowBxmR6viVV3+j{2)3Xx7-A^R9>M?J7xA@q?{ z_eb|&+JPlV!VH-M+uu}%G(k109gMBSRNrp2TYnjOK#Sbb;Fc6Eqx9y((k962?^rE96O?(6C?1ro zRPNA>S|N=s1VNnPod|%Ad27CimVjP+j@emq;ntpn*GusV9M(cmq6#7x>9bya4Ry`* zTGGrIybB71AAIyL9Fmq$HHVdL9%x%XpA0L*#WRI3Oo+kUA+;5;_(eP4E>q!KWC30h zcH9Uzb4wffYJ}6>udRB+dzfdu>PmOUPXDd~A~)vu`EsL*2R`l8I6*8-cvnZ6S$a#D z!WNU@%5`W3UAy|x8Z%?n|(h{k}TGJ-8gnx8D2S1Li}d*+$gP)`r#EK>qrLp_x_S+ z>S}E=-wum)E`up6A6^k^o#!z=GJj;iH%VF6NP^~8P?*}jU?C$aFiEP4B4Tj64X_PUiO!64!;#Q9$fV`lxm3X(^?Oc2%igx&sj!w zTo`{9zI2|r`>k~UnWY#`(j27?C@Fa;E~ebEENXsp==IiHyUTmGCgsi%e+n*keUBq6 zzjN89^}-zR7ZCZYvwrCFG_fcjy=8WM-Ifk#5YFzCBdYXwA1*y7r8?Mr`@wq2q*X)4 zqFR8_eIQ;G+6gWlr;#9Jt8nNQz;mpk0n1jcvY4>`Y0T-8;8ip6=)3w`)@M^=B42j#Nx1xCn--ir*jPA)Nc97#^^w7bo#=c za1!GESP8JSUoiK-n+ZbB>3VrUV<=@i3*T29J!oWb(`3wBYm^peWD#$j%6k>jTFacf zqCied|)HwRDf)z=P9R-qk%af2ExPh3cw2}N?sms&faT8*0R^8x0fWM&T2KJBs>KkP2^pQ zQy=R^0tn-&FS;Jh{&d>hry)Ug8h_<@Mh%890a{6|=(9A9c6p!)c z9UgMgb5KGO)$@6+M&7?4dlCKFtqZnHjFD_vv zqy>{LIcvKQ_I;S4pz5kr1KD_bh&{tc>@T+VcO1$ z7Hnq~@t-#p5CK|tTVVwUwy+we`XB%ITLz?c!%7W%hWLc@an5A!m^yQgpGJO0`<#M5 zPhKs8 z8ol8_LbL;-cw-lt|Np~~f$J<&2Z-XFF!-ZTXHp(-481l+>d|de2U8XlxE*M>0qi!buc!!1WK}y+UMF#373$s5m&BuRS4~t!J(WZ^tx7wE$dJDT8Xe3!F5<>4b zIVCKXU$% z7JrU^-y*^J3~FR#L0n|9_59B?CbC|hzDW~QPW*ULmJ{Z#wj#b7w+Xb@@X!|g-q!&# zt)erv69HukD-8cT#)*`U(2j#D93XN*38z5qm+}mu6s77{sF=^x@kct_sioi`r?C9)WE6IwZLsM?HT(p+nljcB|v9I6!D2 z;h?>Ne+(4-UpyS$Ulia%(G0g(-ImOs*|R%-{%HW1*81!Bud{%YFQAkE^IfFUS;-;R z?9}riAJuVpS*Tx0-WIbWTj@7G%gBZ!Hc<}=2VyP z!HY?z=9HIcTjoZ+_$OZdr?u2&4}`ran#&w92yz>3UL*I^$@;*X7Db>r8I4Hs{xt*e zYXO5H7!C*+2AAuP^22cR4C%L}p3s(XS)$!DF{7)WW4iLDqE?nLjt%i@l0g_AAytG! zSu_#=IR8NYn{&9+-swDlQEvYtapADx$h+xaX?3_)p7c^?OVPdB(4tK;Ii8PobYSt; zBUz`q%~oQh_;z66`QND-RvVRR^WN6Js0m+W;|B2#Wq)?bD+-znghjayZm?CvpR?~A*;{p+V0ab=j#x}*U zV7Quv0RtoD`$vb`M;;e0i%=J#O z)c=n&V#YMT?q?nXt{TJ-WvpYrTAL*wJE?+I(_>hz{nX9o9pc&ZFlYgshg6o^PyLH~KV(Hs^N*2)A~0eb{Z^(D+bPvX^}21Ugf2<8SjrDeJJMIU(dn z5Yb$6hMzW5;+=*q!2dJrxncUhg!>29KW-&%s5)c^!HH3pG}adMv{X@}_Pn%Z_ja{l zZoaZ+ZuO{1Os}(gg@1T3+iwyT<_~_X&=7ett@OIO{E+WfIGsH*DdZ&!!3->&xFJiB%I@!+yNF-ns$;_kb~&gs&rLvnr!IU7ZF zJSe+63sPu*B8X8x5a|$tXHhXYU-P&6`~D5YqJ{0K6X2bLDU$H+^> zz*VIr4Oi9s-x&$gR;*m7pJVOHb(5LH>Zj< z&(3y|tIT(yaz0jkOQ;eXF>?6s@Cf-H2T0q%BH!aVu0O<=gYmm`8M;^e77=yYFHL-Z zcJ5!sG)i!Ir_hZHBzw}gCGEs9LzB)OQxo%X(X(m_Le^vg4xf|!Y}gx{%cGL%Agu!O z8SaODa(OM#&}$0Z8>=_Gqx1j>?1$$7>z#8bKM1S``*2>t45G|y{3Spc2t@;dfAv?h zA)Nt>p-BuK1kv#H%=21}ogk)U65aFes4g(geHhE(c6=U{UYT9{DrN5auk7+rh|=-^ zYTQlu9!cy1I0LgKkNLBO`S9tiAiQdD!G!FJ0r_lA)*wkiy7JbIuP zO2|`nv0a-@85jBg2q${wCFR=C!qV{w&*)bP%7SGpfkQmey11}6BhIXPN*odYFSosH zoLcAOE^4LHWjy*}FCcvTT5!vGqG_;l3r>ra`Md``*)u&i= z-?=VE@W@)lV!BCkHn!FIbU*tBR%AlBeNh+vV6Ou=&c1Q1C@a7?LkTlJyaw94nS!Vw zc*ql}g<8eEO{j5~l97qI_vs%!Yo2sX{4J<{>x8+~!1GW*={d=iKCgRf` zloE2ts-7_^TW7AlDn5g`J<$?qwNd8l&E_gnEaS--Y=k8si=zr$4kZ6E!UoiDjiR3079(zHeu+){ zDwDZ-t1Mnrlv|U+W2;1EvqB?6NxX4PCT*34}!dw>xfejk& zY*hP@L_Rq_5JBJHee0-a^rGvLoG8&&7O)-o`R}yd%8})hWgx>3|K0aohOn-&T9S7hxLDdgE_i zR#txzD3#|gL+`ac;Zy|KA4j~qn*VaEH?Ix+ORZSlDEzoDmR z;Kiac(5k^KVj%mla*kAeOl&U!m*BNMR?0UtFY0XH#^bS~4^hhnzs*sWQ!bs)9w1h^ znv$VTR$#WC)W@sx-zC5}3=|!^vK#+#)wL&S z#2+hbo>}A)Gll3T5BCRCJ5+{vCEj5O?K*;h&Ig+gZ#OYpyHof4**Oec+V;74KfE8- zg^ncR+f8Mz2Sh1W!z0*!2w+QPf`39QRFOn*X^f74wn9HbM&*sCpjz&x_n_oj{d5At z(1S7i>XU6^e?{azy~PxnYXw5it09xKq1a1Yk8o|hxV%8)f7kd#+kP04@y&3#X6;t+PpS zRT39QRbs@tkWni=c*M@=VYI}gI&Y%z423pN%=(qB65h{m6_TstY49>+28#bNLKEBDGB62rr3TxjFvno zyHcX3&Tf@BBXbGe;A={XCzR22uZ)kUBR*l8Pm~F!ke3hzCQL5=ZqmV1>DX+byFJ`+ z92L1>+;NJM)qM19F`&KmOd+CQQU;=YlfZ1k6=6nVM}EC=f3-jE-z(UV4XrlU#@3AtZ6u(FN3yjxJJ~QDYQ+yg!lz}Yh=+`C zTX>|nqKV``ZTji4<~dh?$+6ZrAKG(velc2jWV9B|yg8&!7i&bL+5Hg~$0lQqwU6`_Fz7z@nEJp(12lbY+DZoObGCqMJk1P-sa=2$w4&1ln*ywNS>xR z0dl?*B2lCeI6!l4Zo~anhF8V!etCmVN*UjA_VPSDIW=&|`sa5GHb4&J5^y<4t3@x5 zo!o2UGFFz=%U(~P?PQ{iQO)GMre(`XcY(C}l*&E0*ssZIWje)%w0wR&qcJT2B&E^H z?$}@?&UTvXF_J`#=Ku!n_&%sA?T81@{5f zu1b|gputskeSJceCrG1yo_EBMI{Wfu7dvPwyZ+{fveze78aq<%;^8SmWZr^Mf7F@&i{co&@zOIhBGGk%xjx~jv( z&7jOJuCDN?edc0I_26QSyI+_`;>9$ae0@q6t5SJb z*k)r~z$PETsY#e_ItsQzbGQvM*k>JjajGcU72T$55TdCSTfAAza5S$_H&?ar_GaLk zdE*e0_;PJ#R5xXi!?QkSVvYLdG^zIN9u;%#)7Mm9HjeN8zw6)daV{S${MoL}ObM)? z!5Z28p{p&U+nOlEo+u+)7GZ*SwbYaxGgm+d5q+%c#rcu|F7uJP^aN&f()<4rfk}ya zNWX5V)&1$hl2npTkT05f(xM<`dhGBoX2}iPC$}&LP55*P-pk1cF@P?iv`0%JM)ML2 z|0(!r$_m7peTCN*q`=!5kN|P6ZLHnNFITf=oL8zNQFrBGUPFAmixp99honP{clCTo z&E;n0iAt30v9(jFL-N|ZtO?4u^>M)BN~}QmG>PHD8BeV}&~;xE;qvj9yE8FjSg<`D z+T3{H3k!h0a^1MYG?{{q=q3U^`j#tYSx4t(Xp8Yxr*qIrqv1%eFgG)M%%2CS%!~_J zdF0PV{qzX(_V;RKzY}yGBKEEU^z?812v;kg1N;UOdUf1rOWAlZtgE9#G}(yP;M%Ry zct4FDC+zb(WFfIcH-i~op#`j&o$3IPY4Z~s6hd_(DfqZ`R1J5Q%`rEC8fQnW!LUkk z&)=-s`j|LSplNyMWXFbj3?2N*>oNGn{b@h)dNEl%kd1KvU7anhtlD&cd!Nn0sMW{{ z7gF0bQGbp55t^6YU6EaU-QwSP3FJvdUkxfd1ubgR8(U>U*p-zPTJpPI??$;^pGLX8 zy*EiQ30%3}pb;I_k-jU`y7 z0KJ9VBZ%B_e12f~OW8iR_4OguNh9PZp$@!#4El@qbNGL!zwXEHWCIERCP3?^c;Of` zlX=eFv7FGIK4YWJ&P&egdDSWhgRZmc$o9x7bsN~ziEqYfzK`*SLPy;{5dDWcrxhrM z7^d=lLU8rgdQl~@te7W7tneh4dO1s1YcOM8ofMRg#WgQ?JU%(2I9vbQdWOn9c((f^ z0n;~#m8fi3xbf4gRI&r7!iItcIe+#k^pQSDsiOBs3OLd6;~&+`T7C;6rK6KP8x#*7 zD8IGaJo)m|F|LDb-E^p&-A&n&RX&CHxAgi8zCVI?0L$y1uWLUk`mPE*Jv0na>z`MVHW9Q5O4@YV~}!sHc|`T6u1CeQ2RJC)TPxpeJbE5~p|^ zGkLdhp(n7f>jouX&xtDB=k-uh^GhPPZW*rxK;cBED=LS zw83hd?!*M@^1s*|*{#wz3w*T@AGvp7xy5?MutFwGLfSwMBl5S~ zEhcsMSO6v0JDrQVnddxjNm(CY)kMcao4qxIN4@FHV_w11L}e503G% zG#Az5ifa9OETgM*f_I3<Wumf=C9SU)a9LkS}JOv65k z;@%7}*se)Az}c~g_duWr3M`BxZV>p7_zEWK1O@=gn}oPgSz`ow~MsSq#K=RxZ}j33_-W;f;J^+r7S*;RYhs;$F_`CEh+Do zkJD;)3(W!-wY&)?Rpyel;|6^6a$6l-Vap9oX8-GcQA69eq^I=KQDp62=82_p7jI{1;H@TMQ6MTvA_br)=ww2+h4@dMd0gH{@zs=v;FAtnS$Q^?=h0X{e$4yed;9MVs3Sr?=xwXOkbmK zW)?sVWiR9aj4UT%)}9E*!5I@iFMq7rC>$6bl1St-^wOEr9{TCVecU5Qv&VLxHx7VV z$<=PHLQj7{nk|NoiFyE^0>I!yvRAuS;88ugT4!o4X!8isX73Dlv)w>3sfD(t zr7>vlm9uu8r7@a46X~dCi$by0UgV4dkT+DgnRo|1RLQj)^VQlOEu2{dKXa`s?9Gh6 zdEl8z)C4py$zH-!t5uYmD`AYxw3+Mfl9mXmdjvNl`^Y$L zG_rrkUM)}6^@O1W$ z6`Nf9r#IIg%sQ<{ZlLEVO@1k|R;P+gr9Y0<*3)ES6-*2VSob}v{k%GCaHsTqs##Tvh_W^D^>{6liHo441iun?uNVv}mE!BqYl`@SK3qJetR-@JOF z?vuJc16YFrn^R}2d_$WnBEO&eL&%x<{{fJh_0zCeQ^KpgX}PF_d1$|fEVF z)w0wOTEY`87jtMqwtEg&xNLYFhM!H7>ZfS2^gNsTEt$&1cp@2qW&)5)j)!h*siqzS zz~B~^mt?m1s2+x>GF!%Bx;abA<~4cr78M4PEH zop<#Xv|QWe_=IyVI~r82O}q(bQa#!7T-=k^XEmz5-VQ}l7BVpaondfjJC2!!3&ZR(wfn6Q_|_@BHmIDM}PAxFBXbJ zV_p=H1npbxMYt=Ql_ff(%d-wU!=Yfmji5@ui*};y{vc=9@$UJ|pqXe{{AS{Ct3;X0 zz0>hL^~*#cc7+1XZ9yH!3Xjwf9UJeX)zqt`bA`R+Z;TY^O#adt4_c$`r>zp#cFRAk zedRx26MSjMg?%8Mt+2!NXFtGY8-CPbUDf@+Yxp(6m%Vjbw5pfXUDCRD3aSQml*y{= zk85PWq|1&kx)Cf0LgvN6`F+-$3Jm~2%t%ht-~I3bJ*8#Mj-kL$Qe9I_eDDCd9iHoR zP4ZoQ_ga=q4*QwEV;LE9bnA)Dni>{SjB95_`;P-)=7QEg0?La6%OX}_ zzi|V)X@PI5`#uAy+L56Y4l+kN_vEP^zBxZKW51%8#@dSwM9&Y3>?koZ9RM&Um%TP$ zcz>k9yw&^bZym&A9g>SSK8Vq`=wHpA;Ge!sodO;;o%8ewS97`-TM1VvowMlw=k%Z9 zr-#-+WhJ<|n0eVmY#17!dLOJs^k5dw&X;Ec+n5`_Ppk8KCsq`iQ|oQVHJY5P>6;J6 zw3?iY<6~*%V~1bCdt!Q&g4!A6m+9u>zl^Yt=;3W5y8`w&Fi}||KK8s6w2sNHV$~gU zroW%hC*I{Z^G4ybrcZHUCr)IKi}J@q%TEs`YZ*L~=jWZ$B4-r9vx$#rNcaGbe7nBo zT8;~UEZFQ`mhOb=NT7?Dxe;hG4n>kFie;?;DqcWGge%xa%UebwigVj`>Q}PY`PRz& zgsti6=^sa^@sfWLbsv-@Y+vd*Sv-M4%(Z(emmf45TN77%0xDx*E&B0 zE?-uEXEV-ybb0F$qbQQeE?!1TBWSby>G8_2887SB{}4D=8|dfD z4|NF^t^u1h-a)-{x9fiAnol;1c^{Sai6m)L{G`2JtjLThQrA{zXK&$=XKUSjW|Y%M z2@K!+m*>|hWcWHZr8)GN&)GMt!Re5yJB35Tx(7){U>(b2*Hd7tfB9R!SNEBQBP&S zPKR!}U+_5?@2&t_i&&lA@&9gC<|U{!?9)@rAh#sGO1UaBU)mX7n^?&hJH`c=X`NU#JBL3>x~*^l@5QA2 zDQ5bjJ0bw@4hiwMfW^q|EytZenaM@2!;*FbVX9M7H%GhDHtdeXrHQh(K43j}*Zh|I zm0#JK5vDX)wb!TdHx64C%B8D!ONTSHLzj*E;p(PS(ra zMK(9Rqk-amL*fuGlS{L${O{rYUm`LOF)8_9>c3|+d z6L<3M0mz^Ixsow<44fxdn1y!?QhN7}`BW+w$O`_dq%-Nh!E zKI_#Qta!|^;M`aDt0`EKkKgL()9$;I-EK5pdTQSh8f&2xL4Yh;m^(H8&t|L7_atCq zS^8w89fkuO6jA{{C`-(6MRc!8&qRw%sD0mL)l}^l<<#P1MG3#}`oK!m5faduepO~s z+G}$B01$ExeX5@BN8cwgO=(UnP%;zOqi)Qjb{-s{tbEBGd^T4O?nfgQU*>9JV$x^o zRNaRURjn-l=_6+PRCc%>La-HiId3wa=KnZci0O*EVrSak7Ym9c3Q|t(UmJd75h=i~ z^7cgYy3*vBlm@KBiy#865qLj1N2^wg1-{Pg({8;Is4frxnEDxE2}szri`tvoTM z=>nvhGht|A0&i*|JF}#O)0{|h9r-WwwEsjE`R=~}WRlli(;XHM z;n4@JU%NTwn$aRU3P{ZR4i}|7oJNn>exWay|EL$yrk=tb(y&s|qP@Gcrn)Lo19D`*g>0eox}Y{Sz(uEe#x$0GuD$`Ev+`sUR9%wC$b;OV$3u{QO9goMF+;+d~|uncPyJuo$JDE!A*qayl>i6G|dE}HbQ}#cGkpGHp`iOAR0DX^moAQ z8y)KDNy~`BGm)n2X0Yr(MbIv`+nCh5GyB;Qz}5t{_jOx?d9@j_+pz;M$`AbMH~rwoi@Y6*ufQ+HKrit1JbDCnZt29*2RR!*rB>pL)JL;VFwr)$&61dmm9D z*ysFbP2G5Tuc=57(o}>A+q)9EU*m7NfPvo@DmvPW=r!g|Y(5tmMAJDLr|`NM!5vP6 zs;i7FdcVO`WS?bg$~(WeZD483r!F^3_}s?FBzJatMsxKFm%mNyCZiEm5c%cFsl!+< z@a5bjyf)akvF*A-dyo;;OHkX6%b$-gaU*xG&Wf&Yb~pKJ>(Oqu_Z|?W_1Q@18<2M7 zcxlz3a^Xp$58+mRpXXOs$E!hF>hI(Hj_X?+XDdV%jSHrby;89^!M=S;x(vnUom^kBcRw8tOS$*le7;MO4|#q`I2VOX*CMQ5qG*WXH7F5!d4Lc>2RQ9_!k3Q30ACu$_2z ze?dg?N_n1IhbnxOHzb|xH&-!Wb|P7a^}f&FAgd&8GdFP+b_E(!#pN>i{o-fyeGzzu zX)QCo3RLPBi(!s+g4=TIqZ`8{2l@T(`BFTPqCFij5;a$)gG(4w! z&XWv#!)Rn_K`K1n=)dP?@LkFP7WIw)ISC&XNK`&h|7iaEHR zaNfH}Lq@Za5d8R)Hf#Bnk>GkQ11c4pROa?cX!}iETi2HE?$tya!iqq2sp-*oM9Ol+ z5hlP*s((!$b&#A`@VN*%sJ(v%znXIdW~X{8=hp+dP#6wP(jV!#J$%ZrO5f1VvfR!T z)+VHururAXgb&n8U(`a`dDFxjdx8uWJI4#eL->b|@Fm|cmJ?9rLX2wi zYSq0$3Z-P{b;5_3?01|vd_=YUB7|fQ%gdfh3&rhTYV{$lq&&uipkH?l9?qd*^X91E z;Zz2~nXT2Q3tb0rqcdC59oU)uAF# z3Dnoz{Si^DAjwM|PErP&KY7@xS5ot-==b9SLB{b@(htvf2!dc+s^FJ&nao|Ixggqf zR>?rQ7(BB}0R8d@yS$K&cA=tfuJE=-==?T3>%~tQtdO)4YpWWaKFHF;9@@yCs;nog zJweAgO#JZfd$#txzC`d16-_yL-^3^6i;@2JuVtfA%3;mW%=YK7_)wf@A|_71*DqiC zDNGzMdHe9^FF{9WUU?Sdn;}w0S{=t&FK}7CsyiO(P^8qMsd}J&Z4UmJqg{a3a(VH& z#uk^FslQAoE}##*6c!DB75M96O`lUNZMWV@bxOd?iGEp{JrZyGba#r#+Z|^zV_siW z_>)=7$MSR4)fWD5ih*LQR6Jz}&)Rx<)`)D?fbf`#Y~osqz^q^HXNr)SnOxi%L{pb6 z3J96-b7WRL`AQCm{CCbhN0k|pf?47(llb<+Hmgj2dp1Y_rK_ot+qEgkdM>qgB8bv; zOJDtqKg>B3OO?c)JE%!YTc>?4HWYt157dd9m3<%vrI`PTd!kiGhcEp_md#JY#^_l$ zuXX_VaxSs!2IlNq<`=4t9n$Hi@GH_;^PE5O?)-8aY3w=RS=uRgE16$^kJ~{L)>$uFBpGixVeypR-H#)<&8Y}m7da=UHR@5<{dCF*{jq z?6L}r|9j}$<6GX%Lo>g7Mc%eHfgz#S@^Uj#t4|@~*Sb3)8hdlgXCT_NFmV^XUq7Da z5n!dLNdfX@!Pd^ntOnu;a~4SlLxGdHpQ7b5OGELBL`mVf*{g9Q6??vd3XqKv=qvYc z3FELAyQEmlmYp>|z8U=$R?9*N>%rYm}I^N*_Uj` zWQ^?WS4=-prSkw&2+q z7IUKPrgdywd~u4vBsk#}o}sQ{VN|$4iOAY!?J|_yH1>!XHKg?;Bi@bX@TTtOsV@Y9 zZHM10S>(yC$FC`*6feF!VZ^6`hf&LIXDUC735W-C8P&)TVTbg*rKpz6%j=Ojv_Z=> z2P0x6n7a3XIEnl6V{C*r#UtT*`N8LBun8{NlkO62Tr$G%X2-|ieVz7ru0Xe)KzWTD zZ45ncLmY~h9Mk|OlrM+sC32OKu84B#UXqTexd_ih^iWe&0AHf-%0Cq2TA6gYce^O{ z8zdYPUa6jGm;6p?OEylfVxm?RAHm78nC8zJ{vyYN7oX4_y^eJ`F*M%M1ayS^6`HQ| zozm4f=kJ#Uc`0pqh8NL<>H&e7M$pT%uDt&HmG9|rIWuJ`}>GAxabpj)MMk$d$rI0pyFhpb5w)m)_l?7d;7_F zb=<9xT{iH=I*KG_mg|WM$MhitAKEPm3qS12{4E%K(20Sl(T5d5q#Y;29N@;d{i%lm zBgHJZ;XUG$dFthK7c$JmRbiyg(5z2pK5O6BLT&y0Cy?Nk3_1!T%3Snzvud^`Ak4&i zf%{VR$}P%@t}7TTadoRpmw&ZrokBYHxlnU#hKkuE&^Cncrd?XDr+#VqMUQUgTum~# z5WgR5za64!VkpldXKzgnQD2hn2HWigs6TR`jpTe2Vh!xOz4IB7(Gm4d@b=wCs5zNM zh*-pZCSueFuC6xgD3}|wa9w#0t05Dl5Ma(iM1KAPhPL6|%%hxUB~4knvygrA8jP6g zfWd11>ecHNVjEeykUB5zME=ZZDBj1Ex7;Yiwa@XA&5+XG#3=#+>#cSb$Fn|2Vp#Al zx#%DhE#<)Wr_-r?If8_YWi<&Bo4@QPL%7_zeT-a@5yi_2q)X&Tzf&+^wEAwUPj3(x z%u6`LcrBF1QYqeTALUbVfZlw`UyU+C{t-LB7f{`MadCc$yG@O^LMv~shlFcKJ8Mw} zN)(JHH0-SSiHQJi)|kj`oK=uB%GLN-k>EsSE@&Z9+7QjHT}AcGY4mk+_4?oUXBj_< zflQ=lKyt#EV^uq&HSd^11Bz)pRFD+BsByf#`+Bb;5=Fah@H9>yqbn^n=lt!Ko7ik` zd^x4g{?`taV=aKSnl6tJ=60hbm)RS1I%tqu*jmme(lq|xu7!G4Eo1DW4w7tZ?JqWQzO5cW) zTyRu5lsrzWk=adNhMcAS*(OPDBz9%)@PjOdRkceInlr61_t(5W{LHbl7pBRYP!X@z zX<1~~9LqYcWuUF2e`!`uUilRAn~V!!YXV5J!9^2zVGB$C9iq}=$5#0zv{)8BFG)Q138DJ<__$vJq( z2?}1e8NvfR=n4;Kf118wz%SZM7o4tS=1ZU1O5~KdYD1HXIorUH_fh3-BIo@-D$9K& zNA%*u4j030el8M_8m}pk51!&(n`(CKQ8V5DGt-J84d(@Gy`>JazU~!wf!8n z@FqW<`5$C>co`{*KSYt>(O~5T5=j&NGL9vDsKex8zy3^=Z}w8qk?oH#e$(_|L!50t zJ4;{i5Z3zmjke`YgVR^$Q%B=!1jGxyCw*)YUHh8+kw~Mp(<`p7Ziuh1ecbGX_6)t= zJi46_4-%`-9kubH4W!U~6C`LkzNeI#Be&zmUnhy4_>mHy6>1D47($fWc| zA6Zwoav}g@BZE=W!v7w11w+=vR>sG~!M#YHXeHVDV`)t?5xeg#u{*-fU>1x*&5!VF z5-14S3n|zKn!s8&I-OK0Isc*jfGqSe{XE3zNpwqEDYClti-Jv_NWZ0)?PQq;XSlGLoV*fDjvn-QY~YUn!w{J? zx{&j{WBJ;6#oCm^!#T8*?%CRp6us~FA26G``MSpAg$M}JpFpCt{lpJVnUED`rlN;; zGHr~GiVza7<$EvCI%RRu>IY>Jw5;ZW8Gpn(qYkr}ujjnb$h&yND;662q zAo9-jI4WiYmvD<2!`7>bP1jGvGaT!@=a5F*uk3HoXm`#zY%hRI`of9uBq3gX+B(=} zgJkS8N+!*^Q!X}74G_-d2!K?a!|XST5H;(`4)v}-D&A(wrx0}ch*+FYHnH8+WYdhm zpSid5gTZzKUVNqzM5LC81BhrZyptWNu0?*$!V(bz~dYm?Vs5<(%K`5qmqxpAOzMOx|rj>35)lt=fU(WfqZbHbs3GC#Lcuc?*gFVn|}&2 z1ZBj}s>%jQ*fx=1ktVgu(b-CS!k3OS*f3|u;#LHeTK5=x!qfg?k`s3c)1&T1pp0{@ z&ps$u0*Y!LCR{#!Kpiu15(Hs|Cd+lPM=3iC1+iAVAiVP2jS9sTy@au9wd}bF$bIIC zPD`asI6;#>%oTQbtFKaSntfY(A@$vlTsSd9yY_`Drx^mJDngsLL>GzI72q9rBEK2F zDars8h#t8BKQ!uoap}jX z0Br;Jm_b{?M1LFJiK9D@6mH#~Fkfv?-74{(k1ou5_L<0?WktN0+o_~ML#ZOt&XckH z?`$hy6!4iky=+|1Qassoyab8@Hbqqd& zGdzMS#*_*G!vkS#Y~TP$8vX*Hz(GNvH0ioL#0lF+kqZ4lzHB?v4HSsfj&eoRWPl7u zo9?{4rQ}yJNfm+m?&V#Qd8G-^4a3A}V%%{T`3|CtEuPZK>W!qR5#Al^a%(f zq(b~u{J zoi4Ara;%qynaHTIr4=!dF76S4VgMP0euBGWq%4K#qpL2ZepOrncme^@&qZ({98nSi zMOjuB@L!||Uh#~sCQl#jvGi~eD_)Qo&a-Ihc3fX>Jx>FGd~)8Gj*b-s$^{{AqF3vn zp5sJoAYWa4vA6R&f3MWa+rKQGmU9hYkJZd!iW4QJXcKKt`;aWdOX{rBW^MLRWPd(r zhAhGlgrCNM^IHm5IKC{~qeM>i+FqUbpILyBpyPV8^=SM+9&Ir4%E3#fI)+p^`uheh zGQsF{NSY&2TB8RF*u?-@OZvuWB4i5{F*|8g9VIpMLdm3VibAbWITN~HOVoIpy9{&cR?tNJqThYUTxlSk()tn~ zfyKy~Kp9ZA;Y5`Y9lTP?Z9=&ewjC`*gWdFW^$}4q_?NTarg+OMBPfF#`^2-o#@Dj- zze`MuTrBE3sKu*imu7(oH*4FFOYFh1c9Jf|$W947W!d{>pDQTU-lM~f9t10EUf=!zC}tY9vB-~CHj2gmj$0c#c>;T)_zeQsw?1Zk5nVJ(7xklTuBCC3M#Ht^;H zWJ|av4(g{UWSMahevB5z4U=?81B2S0NYB@)?_*+>f=p7mV$^kzpQj?fKN&dJe8wL0J(5wgjdKI2qFE-|8&8`Ko)fKKl;BVM@plzuB{?tVWr^`ewL!+-dWQkT;|6Co_+qyRC0E(fK6ypTo! zswLz(KS)zVgdV8vJ`8>I@pno~*m@yE1GVah z0}-V+6wRfsNNdy&V##hLuG`c+&Ce4t$UcBZKxs-Slr{{DKq=LU$BdQ1MzkIiX8psC z6oW86tMZHIUcGF|YmVN`r~W^6G&d(4$zzSGI6Eyuq+Gk=j`TT>=TT{lMFWF0zKwx| z{P9{W9kdpoDje>Ayo_;nySHY1nF4C@ zKp!R=c3hFDy}ec@_-ik;{s1Y+e3$&>H)2JZmVjbF+cDzb_~D0*squ#OpwU63AFWj& z1d)fMH}sIKO+6z~goe@AYi{fAqkfRr;j(s}G-$NYT zC&66{m!T=iwxq3;&nefnG3@55*piRaU0Wvm;S^(+hv-FYVVc(%571=z{38}idA8& z4oc?V3of6kfWan*u0#5E z90DqXB2>@OLdVH1m^n>OWWp1&SWOu5oFcK#32}hePktJ2shY$!zf)jsr3D}nz1BNa zFIrMW5fDNwf%E)5D_xHU7}k(cW-PbleLn8EzF(u;UcAS{pWH1SmHW#TvytF8G7tX9PPlwJ)oz+}O86l9F{`2^zLN z{Uz@Hl{5Jd=4XiTPo-lKlWIOZZ z=wAR!wz}mc1JU9-YO64_;Dz)l2^(f)_|zJbRba0f+>O_cMqqfuACQr~U&TUo1RJJh z{R({<|En66M3MCyLnb-nKreKIHVS4v{0a zrpkyMDa0s14Clw_xm-e+1uK(J35X@?$mvHCC7E15iu3=lLxR!RtEc>iBHD=qVzlzC z9tJU?SZA@uI?=C=erc0pN8!u)y0rgIy6{HP6T8HrFu(5@4|Ra~>B8*!!H+)h2_IY9 zAz4*ZqGd3#^PrklrR@PHrx!Q7T)kK^z;AfqZ41SIg!22Fm*4i&-L#X46WK?p)Y+qza2vRab4ach9{eYLc(Vwbh(7_ zixlOVxpl%vCLi8njQ?a{tEHN|)FD49HHq@F&^yssQ7z_x(~@9_4S|`9f%5#|`DBL)d{!Gh}nzm#7})G~fFC;iH?2PAK;yozjV;zI(ncn*!6d z1npWsX6WH2*Y#9m%JAQqzx$Y_w-GTrvT@k(!i`*cw8ioEZgD*=Lk9%BbEq;L@Ho3+ zFaD<&#o<5ipSnzo9A@^KBhM89OObkm-Ub9TAE z^Q@f`v7i&r8GSv?@m>ucPMr|${cftNybw9Bhw@a37MCXpFSp6)M`y}+51@BaKKUup zZ*ufb%4B#a386g^x1=SSQT?Pdvsl#YkaE2Zr+h73uaOo*S_5}7U;X4Sd9aLd znJ8YLzEmnC*bnRE4pE-;1K~8SErqrU!P(pJhhAywJN5 zdumtK*7-@q+S{y50TYp~3v~y#t}?g3I9!Qw{EzAF1VD+x=t(&NYICBlVlrq#d^T9{ zW?IiFcXe1&_d9|+l4|mvnAqiTb>&zuteh((!5bJA?#Ayrr>yYuoZSh{Q<}Y-&9v61 zRknEc2axiSHxY#ulS>YXvDmQNE-lV}doyuEFK7VabA+qycM3%_jSRl8H^?F2B~^XT zVK$9T&(xuE;!;(9+h5XZNbBU9>OOtEFL8p=;Ibs&OX(?MO;;fW2M(($qDxHQ*L+PL z6&2-e%=`kg8C2vppRnD!iB`?~zyHZD`IZ`M!>z@hd2{TcC$S#B>Py6$O%IMv5fixx zi8h=9d=$)0T6O^Eq)dx}Z2}{E$EWRp%&7ahC44PKIl6XwEQHeWf)M4uO@G=~}dM2z|zruxJ&@#t-Lw#6AC>POo`GK4xIfb;(rB z-@xOcTWRGeIK5ud=V zKL{yljf${;uGA*8TXrF`Mo$^u+dq(qHaY6Oo0A-vVmQ7+#`7Y)JLm_0!S$DdToZjQ zta(^irAEz+KJMS9Li;(Q%TMWwkl_&`3WL3uiWb=sM&w(3IKD~|o>t1tX1D?NdynxY z6#q28IdS~Q8a;1%9w`bahpy;01;G4w!v^z0e(+afWU7H5wsu=JMw4jZ-Prkr7Y3NA z@fxuTMnQR;A>;E!)TZ3}(9^yRwSFW;Mglu3lFM`2fmd$?7UP&a`TQr|710{|Gl0+EIlydaF}o!1=#6gkq{>z9k?Hy96^oswa5{Eb)m>Yq*g zVM^g!=8NQjoX}ta-p__3V z`lT$gb>sBwQ&P~kizhbirSv@eb2R9wueNvbZw;wUF*N-jcF6IM><=1UXbk#vpt+}S zFdwkgH5%%zcdy}|fn{YuqQ8bIAvB5pUT3ty$iFST!XAmY=>fulG#|`6_Fb;=`LK~e zy!uR+1n^L4=V-rM5t5g@0g$W0V^M*akNE7gmOQDO*uJkT{cXm0$-i*G2q z=V9ACJ3gd^i*Yxe)cJp5bzb!QoN7akg%mva(pE%^%7ffh^)@wh!c1C=e#4s|nZEaH_ z>r}|8fOVa7%r-yRCunuDf2B{S*OBrE?WZsRdLb2S&SdA2r8SiN*b>c>KllF+Zs{2A zOOE719KyMm*>#~hXxLT!)|ZwQVfoM2K)}|-K~_g7I(nIywvK%u6Y??tng=3}K_d#K zK$SM(@LxRRlPVXukO_*HxEQ{f{vamf=~)_?c@9nzTMkVM5!$fQ=vvKUvm%OtVKvl> z-ZRH;{sz`!iIHs%XC(DGd^{N+^qdI(Y$L3DcQa(d`i|N^3qZN5pq4qD+9_$l1WPk9 zSOFnjblpF&y`ug|KpMdI$l?xH^@qrskLw@WcQ|Czt*9-n)%9$H$AAQEoF!aMFAbVr zqkFRWOyg-ZiVDYQ<(pnB(R9H%J^h00iOY>D-LrxB5TQWnE_pWXzody@`qaNTKmI$H zOp1YR?T}rvjS7F(Kv8t|3tKR+MtP&u*6u~lFUxr5BE!@!E1X7zcu%xtn+J$~R zFD3L7e^qV{fSqZycd3?~C#sXJ^15n^x+&hE5`&$IbLk{;vVx)iS~*v1$X&AL>0Ae_ zT<&1Me;(~m>k=lM+vG7@>Dq{2hE;>W;#*E%=u)#hz;*VucyN83^nR8LuZAK5Y$l0@ zBEysYp&1abp^Z3BmzWu8|$-YQN zG*y2{!1nrI)-p!~qWKPEJL~_lj6s;nU89XlQK2xEl(sAi%ZpvLuM8f&c(E8zQE`ce zym4zvp@5iyMKm=Imc8CqV0UnDW zy0mN9y0<{!BrZ&le8(|Q_eP1jE%$Wrzp^;3XV#Ei=Ocf|wNL1G;8T>-K`r>uObsPG z`6t@KNoFIO`ah$se_{kkK8Bahf&baiIBF#~t)nsAz1XAsB4!ogH2Cd4!ohiA)$67+ zZhcsAWar1z`qRU%KPe}(IBr`c9}Du2rPogSk@GsZ*hq#Z7e$eIe=G9opTB4?mQN&^ z|2p>>i6bWZi%#YXpt@gGJ-2J+!Lw|>_q+%^2BpycreG^H^lD;_^|8i&2*MUx4q|PI zT!2zEo;rg-X_!>P8X~*h@?fWxvOVy8l58{l4IgF26E5obEZyMcf`j2o2LUl}hv%V3 z4$$~?ad#TIfgjb@{D{e4BEFZKHfZSoH2(HQwAFI!6lJCDgq~t^ZG55QY_WF*>mRjF z(at>5TN{V3=PKRKczliuS#Sy$Bsmd(ob262dHCB#H}zRF4Qs$Q0)cFNAgO94_^3%m zMe~q#C>DH7(4$4)WX<#z6f*afCh5wKz_BqWIET7;&fC#nkc?drR$zQX&2h8Lk>X+J z`SSfmll!E03E@JyQhWVHKvzxf^rCnbhvbF!mz4eEX$c0j|Lma(Eo-Xv7Y$%nH=b9BuwDIQ zzR7ujxNYK1xf8@ob91q5|2E3``jxcsXprl)n1QBYV63SLDs3*{+8F3VfdV5Ech&Ld zUrM3nER{PlhwF4~ua=L<_cCkl(6R~J2P|MfVgz?SI5}&BM>xRJwWIX~+=$kDNrPY{ zAEGK@O7)Y;Z3WxXiMfY&e@C$Oi0hz93|JOLe-I||I%8W1eTT&hA6nX%64x7Q`u5Vw zG8FO=tQJ=VYh>n5@;Jb-Skl&M>bf3=_kN1_&HA>5n~&x$_T!A93691ac&L+e>vXJ6>MoYwr71Gn^J@69y1#N)k6e zfBzdg`c+3-7K`3>=Ckp`aGyreWG(t|3)RZV(7p-#7pD>Q!;PJ1hdWGFWgviz+*Y@r z`^=7*KTfVqF11of_3#c^c_n59Q)(LN6!hzVaV5RbfNhygPa$<)BVpkMBgd&3>}8Wu z`-uG{4-0i?@tElJgX{IRSOX({@r;~#K3=0=lQe_KXv`*|z?siwUX4sEFS8G&-v!|YhW+^a z+eNKpY4VXflepTT-52Y(+zryp_)ne0^s7>7srbeUa6KL^Prn#+n4i&BG3lmV@X zXbWvx$mcNo&L^ZOw@$TYsthi6cclM%A8{IW0% z%7t>lk6Q)h-?R1vA#7ClV3fRC;E*Y4#qOP=CGpMlO|`f^Ba=ISnuxP z_GVV|KXkR%%&u1{;amAtgYxn&6=DZ6gGTMO+)5Wf&gsIv>a~E0Tuww(gUtbyK#NUv zK=7r%^Uh#|wJ9BT=0(Om&nZBauv9osrDq3t@SP6c463c!aFCM*5RbmfCV6O8>d<)Y zZ}oROC1>hQ<2^*~5-Cr?N$J#5TD(bU^1RYdyS=@xifb2L)a8@)DZxz)xkJ2OE~iD> zoX=ErI9_)s=ee(A|JzGq9XQ$+16hi<9?O0%YPW+yvuGs_vENPWy?(#~!6HoBj z?~esBE0mQr;Gxi-#IYq`BWf_0*}L9)T*!XXg>2z^4bM=#QM7NhIHpVn;v3N_^1*h{ zp(2_8He7l)oae$8%|}GZ|0EnmXY6@pq*u(%(8S-0!szE84D$4(e~A5WXY^$nZRzZ8 z$M{uZIBJ-J@ih-%t;~b$Ma&(Gwb7GzSrItc7A))PfrO=0mhH4ya}_wxcbB{&gYvHA z({0#%elEdJ3m!vTfye#vzC`H53yQGlweawoHV4sQ+5DqVbN5)4#jI5GShWqxQ5@{CfzJy9>&cT;PO?S~z1A^UyYvLO-elC5UN?*UDJ#Z|1T#L(A(Yp!XKTkqSl z1)bBDch#+_!%)H5*U3c;JePOixk`T(6=rit!{tVfV6MHj*xziGwW?tfEr2l&AL4b&qG9|H1- zmLm?Igq+`66YKJFY0*3)Hokk}fnR@XJ~OPSe0KRR+tqNZ33*!Q+3#Y51anCl^}FlE z?=7FMEf1yr>5*rTb*Eii3qxhA0#nv_^06Z-Uigc_-eK6;be)0{OUItLH63q}?#cDR z0Uili!k6ae@h|l!4)16g95?9iA;w$_Z@+QxS+C=m=_4IpNZE7Lhy)PhwFNiAO z@>BQh^Rt1Z$>Kh0tDwRJ$86JWWna-bI9`lQ@(<$9s*%`Hd6v!N4!f=Iw9vRHC0g zZa?$Bf!vx^6IAeqS^szNWC^9?(2HSKEvfHH(L;_#Y`Q2Q#g9B5qNqVZX~2Hm~K} zmJ>TGe!81f#dv%L;b36vc7BG-zA1o>&r7%f0Tb4m|;OF|8}L$F7sdBgRQOd%jhZUU(Z+bw!XgP zQ1imC2BUArb&Q6c#zYElbT0p5cI}87ladwThwTPl7WxBR$vuuIHIb$)FweYp)v<}u zW6x}9#aR8WwIKnJjnH-`P95LuDgt@w10Rx)psIJl{rDnzylU}i0%S5L#7{^vysk9^*r+f%dRD|^|)5H8s zJ9!&oE-JLmLgumgRw^?und7%-Og_1sqOkgW?CF-wf;y>gm0hh>VWO78%pI|PX$NRO z&UAZ(wq?bvubHZ|=ZiGpjLTE5bFpkcN;QTqMC#Nn)(|nhF7Hxj+BepSkQEOGcqmKv z;hU$xD3UsMKmCp7Nz7TLPfG#D7W>(iN{1=7{8L|nXH4#d22+fUO=vLk_%+07JmM~rmU~^imLrUnYHH!nXhy@xfr43s?f1t_Iy_<4dOK8 z%RTny>%~kNSxMO5T*HsbH$Rv~F2tq`S!y2&Y3^t=D5ST{x=Ia>YsIj z{!2)}ENp{5=m|!z)Ak2oDm-770{H-K*xE(1)Ge9^yR%3WKzua1G;Azh!?J12^PSpX z*DbNwT20@ob5}~wjMC9uW+GTRmO?Q$91z(k6VssunUcpr-0lcS)m|0{p~ zz=Dj_ZG*)+51X_{R0FT^-4E_h2bDL;8Umh%t-TI0>~Sg1Mz}}o_Z|s1)44)&Fgl30 zef(Krem|#7-RLrZGDw{EzS8aX|S#J{kB7eosnnP$<_2L2B{ z>}lWrjobvq^#jDwcDPx{ZNpRqmUqH)@n3SM#*A;Q@j|}z4^I2^IR=2ZxAeEma>`-i zTciDgP9Km%C@j=A?0yQ-&F?&0x9J1^IM?){EsK7Dl;u}lZ~HQ^Hsq?m%?vBnBHIA1 zhn={9!behRK{8-Qzmf9olN+_XmY!O9C9eHGC*$qeZp81!cr7fF-{SL4vILIlL)0zr zdYq~RlJ&#=+SV2gi!bZ4o=98v{CXxKCwdL#L>zW?0J`VSm^Vo{6W~qn>P;2h#~Y1r zkfo9NvmnZ7SX9XjVo`I=QLg+wNMvH@NUbH)ozg~Wi^58%46ZL=A=clG=?Elh+q6+> zL+S%3!X`)&6Yk|edsAo>NX00iV4xO!sl4jzq z@j6ojG>4Xft295#*5);MYo3cSEc{46qpd*42YIH18nnLHQZ6TgbrDI9mN0FmK4>c| zVI&i|$B1Uc-s{TP_M&a7+W0$$LkoB}z9c`0YW^rO@$$#Tm}GqTi)paZRr;V_))k0? z(+pB+sF9#7wr0;|rK7}oZry{1`n|r;#j?cHYa!QCm@nZ})#+*X{eZ3Dir7O^uQ6_1 z&&cHqUPhOzBQ1BM7Es{oiL$0u(uSE#q(6Hkj0{BwmR}ls!GZh_Sl9S*h==&y-`{zC zburxFYW>`4zPY`@%G#QNnOUxSW3=dgPEL-YV^&sHOhyLPq&*)NE-u5lK=Ss7n5fVtN3uvg^N@VFN?sI`I;D+hV*!IFcLDv%ii7j57c z6=R9PYz+#+@C9QumlnEd10u!zY?8Y|tZMWtEq{}VfT_=ujWsMhR!Bs<7ofH|EqaJk z`fKoKpO0rE1_2^+UXJ1q>O%G~#F(CJPd$J){Rksk&h*)B&sR!+nZ>I84bD4Z=qedN z6GP%TSqPT$F!2Lry<8v;o~D4Pzb52t4GcM#?z3n^~)(t@=YH36PmZJOx{e1XzK;-kd-E+@*uHKH(bU46e&=qA83K2cjo%gZG+yk~Eg-?L zO|!+05cGU==}_uah8MBOG2HZX_x@ppXM zck7P`s04_qh1?1^K#|p%%N`nm_)JrNu?~8dP${cD=wWz!S51;o^dShC%{Ax53zDHC zwtFXYYhmV_rE{|j_kA==G5#wQEEI0lf%IwaWJd{d`Wx|E&GL%dfg*CEFBgpe9v7Vf1@eJL0R508e$1U5GI;zmK1jD^M5`p>l!1L^!kPo6wU5%w&b zG*ehr^qKZo&#~p~C+Tf8 zC*k*XTl62->3&*!rqahdIdTL_NU(hq^kh?gs-GlXt9T&b(95g609hNGLVF;8999cm zaHyLL4Y=AeK~FultL+})n@wcZ3GZth6u+VR5vrxN?waqXt(^pd^9LMcR~n(&StetP z<8FM2!$I*FY(4t7yS7hZD>u~O6YQiH-SU9!!3Gh6h{5(tT*JXuqYOspk8fz!$oTF9rfg5Rj^1ru zHonPk2kjgKtg_njcf${#9Y1FZQ_;SwYRG=!by_xDe-?`6rc&6OU2Lak{oDC*C9$6M z${q)6<=<5c(#H=-6MFymw5zvVlM+-Knl;Phxi=pryw|KD^4JsX#99j&h;2r>W1Zy} z3MN5LOouo5U%f+*2KPD|mPHSjy)8aa&GGEnH>huwRewicDo>|}(f9j|%D1w>5OIxo zD6J)?<3cO7&*^R_nBE@J+$^#^+n_;mnk`u4IM`PIjcgZw!Hn&xUTp(#Ydu(kp@GEV}h#trFsU z_kv(BNM--KpC9gG^g2#fNRrS|h`xKSUu~micZV!O`l!urf_>N|hDP)!*?K|(3F_h^ z*LpCMmvhX4b#ed{WIoZf%pznmC8=PPgVSQ2Z6G2sG@#9P0ch@HX{&BMMU1b7#rg0@ zo7qP3vU>qPA)LNtKyUeQX~I1Ucc}0O$f=L^@N+t~08sV9*w|i5GKqBMN#b`U9u*|n zeAn~QU(3aqz8f1GUI)Jzv72*tTHadk+(qP;)>MZiabteARUx(kgSpLE*-2-;fTbDE zSE2;Xl~(&P#Aw9*slZ@celV|ItDttB?7@SG9IAx8S2LlumkBKbZ$_D1YO^ek4h@`I zLX2D9-S(2Jh~D)9^P;g8<0DxJz?|?43}W@9NA17B0CW68Ss^z4>RbG?&X~ab3SNSa zX|$Q%tEp)|w#uX8?JqH$qEQ800jG1GOSG2q(*~!zb0E`VBPZh*7k!V4jfJHH%sqen zopq;FA(@@d=vIdM>-!iP@)Ve2c?p(nV|cGr%tXnCoFDgqTA;g$^-(PtH#kVx6-Q=$ z0g>@%t`AxxUod!#=RzmMvgsRYw#5T7zaC`YDJV&1-rs68rnjx|2BI=uI5k?00ji3= z-N&p}qecjOY^T8N5~O8jY>EUz{kRBwgVMPz@oxFIoX-2uzZ|G8*ygj1V3%a=rT=PQ z7aoqM1~)(W`>UgX)fy=WbGo^{$_`lYH*m-4AJZ{m2c2#(i;}HsCU_X}3|qg6JN3 zUY}I&Nv_~Xi<<{MkmEMztec0Qj5$qAY5f>8&@!~n?WD!}tQ9#Ek5K|Oe8bThq$h>! zNihBv9Zllpx^FBZlodTyV%Y|*SCsuTx~z$EH;Pf?g=df>Dd>6zl;hBxl=VcU@=OUH zQjN^W%#8l}e4-5xF-{E5T0sJr403Sz1gngxN(sZ4+404>M!#c(bbB8 zX?aD?=xQ%;%D4c{`emZlVdf>aMepOsEw=^k!6IW~!rb`iCB=I;b4v%Y&Y4_eC02m< z-DQIpjJ4gkUO&4d+9Xu388^0WDp$bKmX=NiyryA~CKrMa!iQnwB%Y>XOdTccxc)61 zdO(+!4=-4tM)L`qLUK^&+ps@MhXbCh-ym&etj{=`bY!5Vt?fE8geNQjCZZ*qcrT!1 zKyEIF^&SHglM>4}FE0hhznF3wjfOuarH%^^90h); zT_E845+BqzUVr5wqCR#aLfujv5rkpU-6p@Mn%Bx4JVJvU-t)iM0prCc>zqt3Pup&= z`_mOMYO#b{V%yOh0_w^TG?HR`+VB}Xz^^&UN;F+*9FGEyP0PyQdVsWk@w?Z~K)7u5 zo;IWT?3MV0R**7;778n7t|~G>mw|cudbu4lWsmWrs8q2*N(kW7_LaOR6QQ`i)lZUZ z6Gl!n&&3@W-5C*E6XjVweGC;$P_b!w1?iXT1d_ddxup$lmj@9rZ!EIg+V^ffhRY_t zzy0m*(KjOGnBS~F^y!l)9}oAaj`#2ox!2n~cWjlPcZ>O*e<=M?ZRypQ!UY_^k7Y%e z&j@u!=UR%#th^pJaFpNAH|H*ZR%T22p!>9}Ym8xf({HyiW8tP$Jj8DIO1z;#DVy+K zV@CD$)6Vj(^N6BHRzG2b#IHRZKmC)Ws55h$(RYW%uvExvc~DO0DBS&WcxYq5VVMxe zJD$lsViUnmy3*6rL%eo5e4;)bE+4{cW5;Zn?RPw;!%jLCtNqarhgPyI1ph%VhFI_4 z+?^_{2SqkA03Y5ZC4GXJ2Uy@49R;*I6jb~{#@S@d+VpMx)z$9EUN+&O!1GTM0q}8{ zmLgE0w=6O`n#>@?+|0~^6{Bfu>WPMhR7Akd3WU}gsDk4vvhtaL*GbQzSx~?;RMnfX z=X(ue4)OzAdq3jYCjWC5-O?IkG8-~OE**o)zZ32boe{DIr7*Gugex+w5MD2sOOIH4 zKtyZsKBFX-)79jL_>d$%22KCI=JL0h;w1-KrW`7K?oZ(oI!-B56Ig9@JV3aRNTx+E zJ{L6d0!Y*T2gsT`UBCD7_Jq4c4Ey&3dj4FDU$_dLK(ax``mJ*%+fKB0+={#3&wE2# z%%?XIBJ3Yi451}VuMJWsqm(QQg&A2`JQhPCFu63Wr|(PTf;K&$Z~bJ`t&o6lv+PRV z+`D%Vxm`8b=n&y31&cZVa=7zVz8Y)d)~8`Xn0k$VnhE%}cwIfoWTrOCT0&rHK?^Rs z{MGe-z|EEC7g~p@CzK*y738#}-240cF20tHL+ZFNl{>p~^3G&g_;x`~E+rVi^_0GS zI6h?#F)kPOnJ+8(e5^WHYnTRKhRhEQD0+Q$kJ)VC*i+W}c(7naJ3$>|N9(J_%Ssa| zOo9kO+#%&%HJ@$f^7B)yW#+qY0X2S^5%BW&djtw`%S7+R3MC>qo0A8S!}B=4fv;OX z*pS|8Y&3h)KxUEoOj@o?1jhO=F585rbgm$Ov0#M%wrr|P(8^(Iy9b^`%8PRf3 zEl@UFhBbcXqlt@RN{`}hJK33;phM)^SM$$%Nm(ET|73={5^Lu2?CaM#vT+|53jAzv zU3(dahY|KCU&)mcVP_Lj=C(@X(DH;%<}f=_bedaHT5vw##?K|wNCQe6$S-@-;!y+{+dXW)q-T2c;U8nwo|sO5`u6HO#(|E6UU@^O^qg%lHdOqsl@9rq%;>aqq_(8;ol;HMzg4>w&r?U z120NSjiyOwg1zyFZkF(g6#a0qG9genYPRL2XTs&OWRx#UxqimD6PryQGGq^OGWvXas8aRG!KlaI=$ z$SPEVzR32(U9_2DU~!?8C5;X7#kV4CXV7>jxEVa-ts2PxV6QXxu&(F0$9XW=#o1K{ zWX!E3r#@SwsRWA8T4VS?ee(lI!L@#mr3V9ul3O*qekoYoC~v)LZgnO=goH*CHT zaMQvRD!KMoZ4rmtdRoI>AH!GF=j11d5xHDf6@3BJBNuSa7Kqpz`XYrv*NBfCE6q{3 z59P6PF zpVfYiZPnaJSngM0Q1)OxsifiruW4<b-Q5b3MB%*PJ7KiFFfikeDUj_Zn ztC_@xb7hG{u2IXk2nk8UNy*5`n4lyBi@}p_O z`6U{}*lHHH?#1SmHdSjS4Q#rOZ%5dxzP^1?g{7gc{&QSQ2tT%VJ@ozi4_lXKhj!4` z>gwlQ%0d2nEvLr)C)yAB+pA0hu1Ix^y`O-}oP@ab$N-_=F~t|HC)0Kq73xV0ov;C! zuaQz|l(u7~2K;Kr{9Z<0WS?MpWbW~!m2fOeJrJ?6$o<_%}>n-#KXe|#xJ&=C#Qn?Kvco6X~{CmTJ zJ9&{C$vLghO5yMz&mrBysqLzEl0`wrS*EyJeuw#R3xw!oLs1g66mtq~4CFG-5!`b< zHo}DrJGMUTq$Amz)zwi6!0p^zEz{mWw5mS~xX}BbZ!o%$fi5SqsUFnA9xq?M_vK1G z*Ny|Ar0VJx-8={(nAq4zVTCE z!_sw3{CLY6Rv*Rj&ZQNpye8?+rGg_?0I?P8$Ct-h_Sk27L>@q2C`TP#8n4yHq z^c#g(CotNacg*+px>^Q}7Xs?GJF5o~E*4TWkB876D;?%me!6><`%Es4!ND(opV<-z z3UayyqZnpwQGg5qbrL8S9a3^4gaSls<9uwK^${LzALYlu7Bi#c->1BiXy(9q@XuDo zsk4U>hvuU_ZOHF5gfU^AylKpr%!fJc=FTqz8v^*uhGerSsnsH8))fH9NZ1_@&1xO@ zxo?$A4%*?RqM0To{<*(M0sNlBqbJU? zdJYy?d+XLgDpiIh^( zC>B#N)hH%W3}IPsh68)O)Dy>Wd?)1l3e#b%M7l-vdBL{uNQOivgG`7r6Ajjb+er6~ z5$wgqMK8du+07}Ze!x;QH&48Z%~yl3DV}70WwqWH{4UWD)r8jSI7&}twO~j=eXp%S zTR?Y9@Bb(c__cor<2^e+pvxDnlPv2dfz&}Kx7!z)hQ}U42u>1Ill)jpApyfchPc6- zuY3dOwP<`yG50b9j!1bfxU8O+rduHQ>MbupvueL8opR&s;_ns-sj_-LAbM;#Yo~nPkdx;hkCv~Ak*I9`3Z0n z`M@Vy{e0rwUqL=a);5pq_0+Wt^XW{}C>ngQr7ZjUW4zQrGBG5KfFcMEm!J~yQnk1m zv&NdV5&l*!t^H>0!%cm?!1i2|PR0%6$Ev!5f3*M%N(|K4h{QdWlmA`gB?jQG`CZUV_iQ<{&o>k3 z)Dq?BC8!1Xz|v$0`yu)}?E6Wf{BD5Qj7gSM3(22)gaR)HW0keSG4E_Hqt9#X1XWn{ zdK}a*^y>QrFGkKwi^+l+64iJ3WivR%YO;bwmIAFU5YVCF{`fSk;dj<~qL{^ZTOD++ zB9huc4v>N6(!;llkI+;w-X4G;rGockYOxl45BtNjWY@ZEZMzbIf7bYZ`Zb08B_rB_$>OXl}A@lbVu}f*)NG*QKEIE=#t%UBKXSU`()ZM~tG!dXmEj zlt??cH@+4Dn@MMe$qrJsCFSAGJP22FPC(HI|B7b}E<2_mJppFpoL?zzSau@c(Q z?(gS7sYhjhy35APt3@JZP`mAW*MjA_tclFU#fACxcfH=cGpV+t*i0HY+Wc#w|HxQBq4U{Rb!)Fo zt?HC1|1B)WUuEhwnk?RL$E8J_tz~sry#Dd?=Kj5V8OC^;kq#Rpc`46r)mu)*PG?X-fe3omtb$;sFaKY%>L_^ecR?7$ZWam}OMFJUwt@IcJZ?EY&F^ z|JC!aaFD?&EpNYndepw`c`6f;LZ>~f90A}Iq{>au)ZFKsPF%!NyR#Iv4>mC8MkS5S+<~lSy4@Kt_ zp0xrThdn$ztQ;e&!cUB(5>0EJDdm!CCDPoY^c5}TjTsDqW_|wzRK?mRq~5?3Em{Rh;mznussh&@PxUyshO`da;GbKp$0O&kkOf-c24nZ zxUfF#egQsmPvvy6H0HGZO{u2>(01GC-<;92Wab7-EuS`xy^w?L0ZOmq{q6fdQ$4E* zJ@%J6F|y@60CY7Q&XHapEs77mm*pg5t=0xi0X^$p>&5PU&T_HbL&$BU+6|!jDtk5$ z4-fD6Z-_|rJ~gZ`g<^^cLwOJUCpO%d`v^f@pPB*#D5hklWcsh8c^N7z-H!P3TnQT0 zyr_nOq&S$F$uA{qoxw({4d@;&

5om$WBr*BWh}4Y(L_9w(K7e#FYdfrb5N`Jb&T z*Gr^8FTA+WP?-&1Ecrp&uKe1M^-dy}{&jZ{0LzK2XK5M+)8q#|(DYgc0Oqcq8(`7j z77gK8t_)N71mh6io3VRh%J@Lp2QGUxJQaY2^Gi8H;1Og|Mf~a~$d;OvuKa)v`f)_l z96tXaeQzdgU!^pZ2Ym1j|J6OJv%6mbWL4V_2^zl(mctvq(r;g!QLVGs@fGLTr8Vte zQ5#B6czchz;kGTRX*~COrlc-`2~)XU&uH7F=c}YI>RW{gGO?}_j~$mtv3E<@JBC|Z z=fh5%0-2W^KNL5$2eukhd>#2rmaGjcUSc=)$4d9i;~zD`gUFAamyejM#|8Me8Bh~2 z2ZJVvde6wzewqO;ed)60E`yAr>ezT(N~WNzjK#{`+1wYDR#gr2Gq;dx0o9}vt;E!% zl2gszJiE<@%2eY1hW51iOSCczISMb{Ag;<7et(s70MK1dY;RV?aXzJ0?CA_i`t9!! z4*CJ{9LpEZzRvHz@6mFKT#({sS^>nL{oS!_cKs#pBs{Ve(0Z=L1-2A37 zcmY|+{7@w6DRXupzX)jRG_YhhvbmT}{cp4Iauy^fOcpwde|~w@m*VBXIP0q=YslaD zSqFEkY@p4=^`1$&P&5#&e3>6msHx-aCO~5`Ew~&sR(x zL5xp_&VtO|ZCXu=I;pTbOV7lD{56?^2aa;9P9Ikdf-Wd6O_TXEAe}Pg)p~iLpqMG5 z_k4v1HNaXHc-j=+_8gQ%7@D1W!VR3~%8PhtVjM*xXpN@{8^_I$UcY6B07?F>lGa*q ze*L%>?=}>|dKZvP;GOIQK~!hWk2*ngQF@rgk_?L~5P4l}mDICFaR|{9n{(L3Y{}I8 z&|;W=^Rz04`&b*$d3zI?Kf}kEdwSU%6yHvVU)+I7NAZsCFN0GYh)}PYE;XnN->C@3 zCF;WGXoju!r#CfIdF;)zaqktra5Tzgsdvk#IhIQG14QUFyFo31d3Ut5oZM|=pB-K< zG92F;EzPqFqvVMw9)50gIcj1xcqVfaAW2ttO|$)Z0qLb`zY9o5&FjztE;yr~?Tf_g zzmct~kJ9I0;UGrYzQ@z(3DTV=(CPG>W5~6(30HLEp9WtWyGWW*JO;;aD+}NrBdPox23vR_(`%lTkTCh65$$D1n-hNI zT{Ui;kJs|WzS!;Juzbd${nHMg)4q0kjdMwVMq5M0sKE_$DQ6Y`jn{yjRjo*Z>#^>F zZ<_%;XlJ2qVgB6~TN6l48<862t!o#lKUrVt@9q75bA8(80dxn`3LGsKH;3Xk@diCo zdw%B|1s*3;)-&tFxjRV)j+NEb)gnPE%nd?zD$FhC7aVPuL5SaV57jQO9EUFQ>-j@Z zSY2GKe;iBG!w{_Z@?(wOBk(DvZMIUJymB0*Q&fhqa!{0+5<%tJ=6CS!`-+KSe-z6> z1fVB4(HcA^yLB0pYGi7)b{$u%zfJYCwm<%x<)6**W;tHroYz`*hUMSK$~Aty znfPYITcT6(M(bYb+q}2hk1FlU2okD)_w;?QKEkZ^amwGBOng1#v0bHP@W)|p^|?XS z>zJ!rkGfKnUozVj8!vfR`pqlZYk1#0e^q(#2HlX|-BT?O_>oM#O+SGQcIj+P37^RS;fU)MnDH1f(-u=LqRzggp z)pnr&SitS$J3$HJt8*e-qzo4v>r^ir|9D1n>$Io*mnY?x(uXl^SM z&-L4RjjRcDX*;OcZ3^%6b*fGh(eBV!pKhVG!w>tBsT&lx<8x=hzD)Al=h&L(t~%yM zT`h|OTwU81Uq>%l(vhG~IdHxbpH(TAmbKv3f=>$ic^{9BT{{()YIvb`Q8H4Li)+Ec zNc>Peu+-pka^j1TB#};EPvYyIaFFy?} zsPiK?2Sr*|P~pWyE&(H|?>!-AtorhkMOl2^mmRs|{|9Og8=v2Y$sHAuifz*~eC>fNW4M}M7nF(a68svu~rdg(iI)CceT0BDGt<(6lW6H>7u`%Z}TbJ0*$VPJDAj3ZDa|E-+7U-0f3vgMJVhJ7_ z$%k!;BBMWouA9olG&I2gvb)UEQF@VDHh#$|Dg30ju#US^k+?GJ2{Tah zmg6vR#lOJVHJzh4pOdk$mvr)M{L6E?qWFo99sxA9xPn#j$E%cWX^g70JCct$Z?3eG z*Uz{<^22~A_{@pnX5>)i#bhsPsIOZ+rV~~?zqub>^J=fu>hyWQ5hp#q zvcFPY>bhLs5G1_!l6fucUFIX|?NN_vwiG(-HaNU02*2+ySGIFtcJ%kh130yQ=C)0B zRb~9lthu%}M1m$1mRt6Kc#DLM*TCFZim%-ktgw<6xOg&Ge2HPF|5u0P2`p7MTkSX6 z6P`7Mv^#hto$8Kcc4TPDj-_9pYoGJ6;>mq<_aR5m({gcjZ8od$Hk$42SU{rCLNPOH)!Dp0iW8rfWc65u z_~-SyB>Jl?EN6l>S2~lW5;oR}2l*vC4rjjv58-CwY=e4obw$RK^|OvZ`4Zd_#*-Ti-x{_61Q3ZuM&&lc?H)$6>j^wGxeEdxpkk2?eITn zSr_6+kv+3;_|KlLXori4I~`n!az7yX(BBp9ny>H-4@)KD+Gi@~KejRGe^-}K6f(jM zUp@#~SRU`cmp6KOPCH31yPalT?Cpb>B)*sMgrljX^f|{a(z$=HN^rTx?&{-=F9&x( zP+&BZ3jIYNYuZE915bLT|owi?z)#GEhO_!&Z)>q(fFPNM#$9+Sy z*YjGlbo;%k(d}M6Rnh)Ds4k?8Ye{RP33kN_V)CKc+TUI zygq?n^YAqx#_E~Tdp)?@UY~ymk-QeYPa?XCs%5?7qd@ofcYi)1c4W2>3Ek6p^vKhT zb9a`%cV(|6VyMcYEcFuQ#1hW!yF%Xz7yPuQ>QVudV(&ojr~?67gpEtUurI=myd-Bx z`NQ|n9Zf?c0;2C}W8WERPn;yIyA0>+d-j*-gf4h-zPl7E?kO5aD!N)f;MK4`LBB(S z))^j^BJovqvBKw{ zeM}zBBS$W)1~Vu5N)(^QD>tl!Y*_RJ9?9ytllY0o5v&-Q(R_P*TnhRH==X=iA{k=q|53nNdfJ@AZPgd)j9&JRC_&&tD%d&Hi zi_08T&JvGfU6B=uBc&Xz0h8{u=aj5UzS!i+kH}e+>wc-Ocnnv%|2jEm)ELR`hZS9y z+_x&tbubXR;UOlP*+%BsHVW~tS0Xc?2^ULde^s8!R3f^yN@jDLiJ8r{#?>+K+^rK; z73opD_;6(1VustdPT)T=N4GQXwB~F_=oBX^O^gY=$~y=u^V4CqP5whq-+Se+aolGhb6|>Hj{&zHcv-NS9nl-GWH(AtOtfd|?>ua@_V&(W@dc z7P+~iw3p%D=%rc9J%Dekc^G{cF6kMGuLOMKiVmQhglwIv!5@KFjo~aW(6lJ8ciCPx zmx{QZkKoka9BtEF%wC2zcm$ymNPd==+np78_8I}L=m6Px@T)|q*8S19R5~xgDpd@6;lO#`p)ve1V2HBh z5`~v1?pyx-@^2O1$QhTrto`>npjAVb&}0qKM!WM!ChCX|mO$z&fK|=W;**k+Dr8P@ zs#z|dxxst_I3x=xNl9W#gT3?QP%e0JN^53!`#glGlyp<n3O7-yw zCFvZPfRNnK{!QtH*hG80K%bBtXg*o6KOFk`=-u_+e1nE4L06K$4`ZJJtg1cJHPZPp zY&u~CJm+dQLsTZn6G)!o0XJL;e_R1(9w2f)mipO&(5#=hhevENQ9 zkNIF(BP#hO!aC<9S!HqmV+quM7xaHRxjf6L(EfR`!17*qp8UuICP3yN2*@3-bS%}b zbQo}5sWNUC+;|^vRYSzlnG63_?qvxKF^|U)n)x^5FMj*^7uAPbvBO|@;UHceG|jbN zNZB}U6Ic<96?Sv^xTjm~UL|n#*|E$eGBY<&Qhh8_+8p~5EIdztk#dPwzmCvxf7q)<%>Dd_~zKEFU zmzl!X?%m@qJ6U%2Z_>qsjFQiu6b|vEq594lp6IuvzEar8gaiwS-EZfw^LKMpAJ{P0 zg#B~@!3I}hzYzB{G)qyeA1uRK1UeFesBVd(U1FQr1PGErS)o7OT5ZR>?H-FQTSr zO2V}?^(IYYKh3ifMvDU$mAoL&oi?$LQ7vWI=PBWD>N$nc&DY?QGEwT-q?X>7`hK0z z$<^pdQ1Z%89{8XD?_x=hEl-rrsp7>`10^CtxPr4JzW;sjZ!@c8yi_*18Li`OmL8#( z*+Pa#{0;I@Q`66c)e&umQ^enC8zy-Ga^bDXLb6;Dpmj;4!BSP3*0#XuTT2f6S_*Kl zaw14zaoBOR7zhO%s*k0@93=k|JuIFpXxFyMLttRi-i&38p`Yid+Uy+KSXe)c$;`zJ zJ_)|z))?)ifrr|oO!e@zmICR@_@4cWe*}yDj1@tL@vnicM9S?}m3~ zMudcnzZpYOX^Y|Op7T%!F!g&}=Z?dR(KiK#Pt;_C6s!Y=OS04qMLg~fKmz7oeui^7 zs4C{3f5tYp4{OyJj!>4)#THcw+%s=}uJCd@b*g{aTwS)4z(msn_dK9l{gtNbGNF-E zChpzi7r2C1PEPU5Xe&|2V+ z!Xdg$zXSYV(+>3hN}xauUJp>WY5Ld?NgM!(dT-=Ni|qBLw|o-O8c&D9Y1 z5LaFI-Q>_0{;LAOf?PpMHuVg+o%9!?s65sqNKBZhT)`9~#gb5POdEv~s||?1+8I{y z{PuV%_*?Tgw_0QAuTl*7{uDy+9%|~x3k3wT(IbFL{ph{U9Zz2(%%3ivfvme5!!5mX zxJK%Sv@wLYLJj8=$*Hf%kQ;C~6V?TeDNgl=%JMfU2Zz50!pYh*M9M}cWYP1?jmB&h zHWMg>GLkZHRWk%VNczRD5_aTGiKae)sMzX~6Bz)9_kw~$Pms`-8m|Z?C5vK;bV{Gq z_`kdWpKUkC36Kp^TGm9eCoAvGP%q@RsY8B2VE-*Lv~a#pw}GaM@Aov3Y5&;(3_-wE zY^r1lIG#U4TgNKj2AKhwzQ2=VU4p-593+RoHSorwBSA~ z8!6iTEL%FS)2bfy+9YK1K*H4weaZIo3L51%#wL5rM2cop%_%}uMT?^le`qjrL_Jm# zt*frE$Xa^!cb(h!0f$nBUk#N&u#E3*z_u@Txm+j+F*BypFRs&)oW*}|M%YD#6uUj6 z@#4jcGS+hbN?GH%^ues8Lw}7IU+!R4hmNG^cW%lhm|1>Xd-rF)r#X3IUJHX{eva}< zGJ&ZuMJ)>5(3>(z##9lV(ttKG3WJi#I2j27-TA%15|ds*DQ&8q+Y!{~f8t2BGc*GC zrcTLz(=RT7GdxK-OT}tu9hj@p$A?ukpdc*@m+miJ~-xN!3`_wbIhB1#y#N^&IO zu5+-doRtb5}^IgPrfO3&a|&)h$3pmGl}!Z>G*+yy&-|1YLXOwzruN z>H7&A%`~MCKIk3#z!h*WwVw!likTfCC&Y;K=>tu)wOV@-p?Nn5F_0C@(s(7Rp_Pk; zx2hNf0@(z&!#{mF{FcwXa?1`EZdZ%naIQm`4p?si7`73pi)gnT%4(G8GZ(JCglEH6 z*&{SGv^6p*bK%cz$=04|ZxgUVE$;zPDR&2JG>uSYUYL;=Qf79lunt>51l{Y}9vHcv zp3*1E&TgM+u3OdJsaQ&Yu9hyxXVXo8AI?HG^gDLoOo6$FONk*3;X$FAgF}#^;WYfC zXQ6D;lkbupbRRZ|j7_k(@~)dX%Z4OrEA3{ z#>HM4+$R(hK%m&X5@frg0>kDC z*3yiGOs;t}yO7Xuyk@HYHQ=1`;DErz@R*wb@WTXN;rgNNaI`yv_}Q}%^Z`_QB}VD} zL`G(gP4x?B=sC%TA6*_qcmgHe(P)qQxnqRI8mV$c*deWqY{tHbxN)kwM_Y~&&I|EoI&O#COxcO z7kBqgRz37Sy?n;{IAxPJd1P)+ROTa}goMPh&&yGJ|2OH1scm$Wx3*VCEj3Hb?pDpa z45x||RTJWWK#Q%R8cs(a_`GaAf2?d`d|T|48oxYa;`A;DJeOFqiE4=*>0leThaD;-Ci8&K1f$@a@b z1IbiU9FnW)l2-66F7;|!w%S(GldhCaT*%ZcwUDp))6MNqz1+vyPMT=F%l&TSVv-dO zsqy8@*rUmiLg6VCBPbVw%hj}abd+e%q;295g*A*=h#C1!X)BSjJzmuKtGF1*sEmRfne?md-R_b)^Yh~| z_;HSk)Cn5L)RANeg~@UxAptiLPjc;^!V9-P%4Cm21*ENVIr1zf<*BIKQlGPnNlYm5 z%UOfHN=DsqR%I>L9L$qqlb)X{S!&M_^i^!yS26S9#73~j`-3gEsw?FtHlKRH%21^n(tZ><9Ry#-VC1n)(V-v!i2MThD&Z0aWO;p?o&b4-UiPQM9ELH}Rg?1`iow{xn>>4{dATrnN_wo5nu zsVH&4^pLckDx584R!9Of^n;Tm$tFHZi4Gs{0PiHWA;<3mLSgCJEs7aIwicz$fU8L| z;fs2I++KTh-=d%IlhW@=&Ky!U7Q193iAVZizRB53#-Dwa8b3|1(M^G+pM!cPaRB8S_Q5 z{4pe%+^|xL;lJ610FtSiT75tI-G?WuQz9P0voVi(KQiKgj~{-x*)F`F6)>`K-7GO8 z!bnbV?aeThB+D(g<8zfkjAPyjv&sA!1r?BEjqIG`MZwkA0%_8KY{ug{OLrtX}-96~2lmoj3in*Fyo#vqC4uRtbs& zAGwkv32^ZGlNAJ$2uhs5&NLYYz)LxH=)bk_TS|G!kUH}FNGj6@^G#o7Ub=Vh-cYq= z`P3!VhYB6eNHGgaUnfyDSY3O91lONJeUK@%)o-x;3yu2CGThsDK#8?6tMa)Af9EAPbcNb3p@K0d{HLHqe`(VlW{4XsOk ztIwaTzSXM@FKT{v7SsLbs(DYAb3}!OfkY~G$bRU5Qr?G6nswRqq^mY{=MYYh339m> zMqScj!SLxUgh?fBsRO1yam;ay}TQl6~9M&pWPvp=aFo)Xqvt&uKa~ab)G}(Q$5zj zo$=GPSKV0M#ic@ETW)5HZpXjm6a1#N|Ee-WtC`rFneVG4w^&d53B{ME_LW%@Vr~t= z@7~f18D5iS*-#3Bt{9;Up!f~mg!l|p4AWxjNbQ}u=$!QE8lZu*Clgy9FHUKa;_DWf$yYnW5o9Ir&&7nV zYyHxi9myR@Wbk+46n$@Fp`aeByU3MLH#}5sI~?tda0^1<^LJ?Do0)v_XLq#19LEzY z;(-ZuI!}GyYG&Ec$cX>BBQ$iB&3=ousAy8|K^lj(S#x6)Z0vgzGM498sKo;*hHH57 zymGCcX#G6~|3Q(xU4^5O@b|kfrue!KZgGJ&MdAUw1b0uzd0fy~CH`4-jH~G{$wxZzE2%Cr$N~z%g!soC&#h**z zsyeSg-pm+=Fv?MTCwGfw&;k%-FMxo^kbQ`>a$f-nEHwAjy8M}+YQu$&#c~-3NewH< zEQ3X1Qo)sJN9j7RfB^0vT6OZqyc~d*VJERwN{q_?)dkw~geUE+7u~3>RNH>8EqQPb zu8}V6W#v?aW)?t+Wi7!bKHbow*t-Vrqzc`pqm8qG-*omjK!Z00;grg53435wt6c0| zL0*pU@2Vnu2kfuIN0*rd*BtYaZv$d@>3KWUqo8CUf#sZ5 zaz3)$K?ECFQ4yzwi)X~d(JWCX@bSogJseOxc4}~ps#LxEHhZ3trNYO8G(L74NU;Z3 zc+opnp;4xTMd_hvOq!qv*0GLMysUc=_&@=c2Y@0?`}008^y{v2TaFA7Jyf0wA2S`r zRQ*{T=(6~>_QY{n2T+CCc%5H~>$U|Pi6>woiB+&9(Qz__4|xcW1pyI9SZVyf*|A%q zW8wKZL_|cV*i&gwUj8}IQOcwyDJ$EC-(2zc$rG+A%{B?!5pnB z;nqw$NWBBi?}gxHQ~UBH&}M~v6ugrI$&otqNgGP?s;|n)&|uOmDs1C#Cc<76-udpb zIs3b9T(jVXUu6P3bk(ACJH*Cyl>bp%wD4CL-tu~_a^GhuBh@+a&PVhk;hU*5OZ2U8 z0^k7{ClOtzd~_D;cfn7p{B@#M)nnV9=cIaOO4t{bhq!&T73ZDsS!YXt=6QtOEy15tMkhWOm5 z#UDLWc4R4#-$~{FpN9hqIUMkRLqb27_?zw-BVJ<_{qu2pLNWG}xl+QOJ$;`)Ts!}I zOu%l`Vz8(Q)i2Q^Q6|wQlPEll@THFVjPV(x^I3wZ-MMR32zNh*^P3~QEAC>#&}WP=YYNU?IZmFBi#kLat4bMTSYl__>Kjv;@uI%CuaJPdfA&*V?J;H zN!2`+3j-Ad)NiIc`@eU2Oj`~_y|?x!4y5DT#kra{xX(j4M0|(}Eeq8WnEM(!G~i;t z&}%KhlTbm(0HB4K1I2`{QpgMCH=IG3?{32m8{_E&uQ)qly7oV$1h~r-Aj}OvH zhC0cId!_%9iB*fdBO-w)y8idfwS!0Vv%%GZ1X48JW6h!E=xh4UL%O zuV2fQw3Ta=leJK5yS%6^iB*a2^r$DPvhiAX&!d(lQgYM_er2Ix!^~^aPFj&sfn0}y4n4pI&x!mk&{Q?r{C#6byp0y zs>cCMUtsIy5&6>Xp&sSbCiUb597(Ugkc{<6P{8fZA(54#nF*G!E5h}it@OR zkrR6Qh7faS`SCkqc0gn=cRK|jJ&oe;{AluC@c8|Oq4H)JJJ%g%Y{hBb!#Kv~{1;pS zeO(@k>{yj(rmv@Kk(0otpn&10RLa%4$#$0&5#gYhp+TBBSnA4Ic#1t z0<>`Fl<@=jL=Kb(f@MQ9f_Lw+-0cdnCG(=NGt4r5^r%L(nMj4ig(T)Uj2v`3W@9fy z&1YU5|8?9j5emr$&poCcgbbGC_BM(JpO_ZWp4Xa4_u+T*tA7ZBo?unqSt!>_AVa%HsWUStlY*?jJ^c{oSfDEz@7)_qW) zizdp{oYUf!Ip?cahCd@&s!qsof8`r-`7BZ-i`%3UaG^@&u$X`jXwt zm+?L`k6po*n)X=4y5P=f3OGOhtVDfHvwcs<_8U`ij?Qec*0XzfXF3bbeg{aI{qW^; z=AYm1wkE`cd}iOYKb!1d*-dsAdt`q};}ISK=}M74G( zYzl16Mz_2_`caxH=e@c2dDnq~V&aA2i-8s0+){QHoR-~Gful-A@k7Yw%S=^xSO9Bt zH^z@%Sv;{o0Y}&9s2U%DQhrGy@d&*7+UIjZRFk>PQdIt(8Gb+Z&oMSti^| zg1m!^43?MmDNR&XC;3y%B}=a`%xEkHac56_Dp4tU^s??nTEjqekSpK1;G%dGxGhS4+Kj6?~<916FzX)YfQ7#DvA|(`gy%m z2joi~3oi5(5&4asZFoS4S+%$co5}f2AgF`>Aw&hy{Cgs(TFyd1f6FQwwbl7Afg{Iy zXD8x=0Slk{0QpFz=?h6gVUhN8o|l z(@?qq%Z@1DeqH<^Gd*15wt?o1W$9rhmrQy? z^KsQr6?ERuL9L-0jkuncpVMs8pTmZ!*)!Gu81<~T6y{Yq(;kZYHFO-nd?ds4>Sdd2 zY`kfU3Dr-U=Y774o*_dM8IqgrhbZAH=~}JVi|aD{R8pnbrLwd*whbhgz||q;s1bdS zD9E+7ggXmeTvu&z&PK*opz$tmq>OFJU_!BLwoR3!N~U&*a+Wq$A#$b2znD#e84#2Ylzoz zJgjrOEBII8f8a{qS3()Oq}rR4Y9>ZW*?U%vjorSoZ?K3Yji~CWwtKy9rC4_t+IpV$ zVHY(E)<)}b5m$|+3*1ZJF{hT#mGcGP&J$Yby5OpdlhV`(uB_x|3G;~iva)CvD4S-< zB6nQ;A`J4_cjhkxzVopxwBb|~i8Ug&>E!*j`1=CD3{tA1~Vx1#*1+Ft3N(EMPEy5?dX zb5OBEWa+xtA6gcs#iGPKY{1rr55Eh5Jz>y5Ybs#jO|G7 zJb_0~Qs^c3(QyGY`jS7>a>^&u_HFzd`GCS$_4$JMoW0D!wTlj=7rY1guknjm?2mhs z8ncf5HeEVhQ~)a}YN?7YajLP|U+Us^IGA0ATP}lpU~8LT9fZj&Zcn4gzV^&J7&btCmOsh0Cz zIUc@9%6ddvowmVk+HI7Bo$*>m&kOenw>V_ zHu(B>JDiUD>?ck@YJ7tv&o@$i2$H2GaX<_*2P{U5jd{`A?S+ZD>eHRNOj8-x;$yBdWmu*|FH5iRlM4|wD0okK6Bch zuv?te+9pkE!zxGb6wP%l$-K@NGa{A!?k;*dIb({+TDnrWD2uL@gsHDxLSB0E!ar6DMPzNu$u0w2tOA0q@c_x5so zjfbpzC%-<)`I(<M`qK9w%YSc>ABm*lSkqYUPbDzvM8+gc^prR{chsi zDu|f5UsynS_~voYKm-BKeEocv_9%0elUL828ryapcCp1w^XSNOYw1tdQe(3Qe-m>$ zb(ZvSg*I$ct7>eU(jC#&iGZcTTCmY~f&(ZM>?jF*>5aZW5@Cd(Yr=)={Aw_0M5|7JcYP`wc&WS2 zTeM#78@j zhGr#xf;ec?MeJ3fd6wDRYWkJUERpJpmXwRJQ>@1~jzt|KF^il#j0cRwSO1vkxh3-V zDi61gGOmWvvs=6^W{|a*Oj^j`&7>|G3w?I5RBgK0d{WWYXW__000+s6C*C%y0v)Mr z@yw64;w}4=&1#xRFFCx$K;DtO%$$m!{Eo|Jxm8;+P=~cLE(jm(7*y^~$Hq%<6a#%T z0AmBpQsW(B$PHY#7W1Ja=a+;~^2uP3h}(qs%^>2y#ojJ#`_U8A`&EM66|~0TT@UKg zTZfiV{s`~QGHlO4x!hD304Dd9H;HYON?mF|rbLnlnDBc%Gd`Q~!PmpIDMOUYy% z<`GV_5;tf7L>u&97X;{fAA!eRCU>Zi)I@TN1yU6e!w#C%EJQq?erGESXWF%V&_qc# zcc><(==o95i<5z^^q$2AS1dnKTBCpmcBc9+WozHj&+4|`jjGh5X})0gqA+Wb*o=OM zish%7AC!d05@fSNUfT2b*?siFLc~v;np5AxF=v|3e~6Y9&6qp)ur+_KDNs;esPBv~ zYXyP(Zh$K`m9Wx}oO$r0_>EVf$=d6iHGZJ$t#Wn56`MvP!`ik$ZtN#wjvJ#tgwsBf zZ3o6qm~70nJCe!bWy4==0e3xcxIMa(bOQEX}$f-8>-6<+$LQp{CRUWgbczFJ|x)tT3#ghELrj_~DB`2Ms zf#y~!=d_pAz^IhDBBMF+btS5=j=3W{Y5f!ctxrH3!(#~6&BKYteNvA$Igiwbw5)`; zOfs!kyyujMee8*v;tr;sHDJXD?>ag*DKggbzRbJ#v_or+8moF6I}@p~z`2vblVKKq zRjH)awv^wqcRPCGLP~AK?t*4IfKT&f1J`KXW>m4DOE7Pg(GD3CtI#vjXd5xKE8p1 zf`TDIrbCLJ)ItKLJqo^C^3DT>kx-}YzV*#VJhx6!kYZ{B8oKF79^<3+FQ!8cPTd@w zWZNmJx%pOWbyvAVNXtKm^KJ3{wy~~gtLtZqTN$Dlla<~i?XTwaE{6SB{#K?J1?5Xy+`6{xYq;a5fgVcG14{=N~r8Jtwfve5XKIG< zuKHJKiMWNfUgPd7X&Ke|*yNP_5b@|ek@=czN(r0BhVuv9H1qyo(^tIwLO%Fe`8PlN>==HC< zBy-&RKn`C^UVV-~K2x>Zn)-%nyF$X=l-|d{-`ZKtBK(sqA3mzTp}$Io&ORQg;b|Sz zhd*uI%91N2|1m3AU9DiRT;)*jlexHHiYfiUJfDS`$a2~6HnzB)6Rxy6mF^#BP-5TV zuy4^Q&D&@3n14|Iv4HxniQiiphVd1o_5}v3ETBlU(jlAt1(|ED&qc?iTnOh9{d!_Y z;bD+Rre2J|%wPjbHkBgaKObPXp?|V+pMoHDmaq80i}QH@s5<}$_8qy2UGZzIgU{w_ zv@7ha(`zNK9N|Wfpt#ymWxR z(bds3V%_=mr#Hx>spy(5snO{9_~&j3f)JpZ?YA3O#QeEr50~xDduB`*1DaFI=&550 zJzm5oo%Hy&qDLB}sJmj?bQo;4-X(%kEy!77VrOUL!dwC^5u3>>I6a zml&JJ#BaIinhvEtyy3?}ROYbmA~jmjt`RrflFyPp*38LH`LS#>o08{G@0EHrNk?sV~%S$y|vHl9# zZ*#l6ZTFG*nARg0D~1#cR-FRa4Mc6m><0gm9EgFP)dMO2a1NO4i#iuPY`T z)lUmneAh_mY6-e-uVmrjqC0a^@&eDi@+i^c_+V89Y^v7{X5o&mdAqEsH|dPymd7iO z`!-`r3wCY-RK;q~@`IDsFEoH~g2&Pz^YOfLkPtAwT7T4<%D~r7b*r4QkFg0xD0vQ< z6w^CBz^1ZR_^%6$`!Wy@ccSJ*)Uc`8i`O3L!HC^ZL~7zNR9)&f2)5r)l>Z1GZwh{K zP95O5#xw33LvXV}aOHvzdR_J%{B| z^RuOutZ63x?={!=a<`xy)p9Z3&m5dgQI^E(F;g5aC~Vy_AD(H`(Oko_GLP_U4ga82 zx}}ME&z?{=1QmKc!pQNT7w%;3$pq}sV`C$(Z?P^T(*NU1tPBBztkYK?ZsGjTOWKJ> zKxT~*^K4#sjO!7Z{Cw%yr%@Ck)B5AuTWpki zKi?+&XABFypg}jalT_3$9B! zXza7$)C#*|9(+_y(Yms~8=hRUTF+!58}d?o({$D;vwb*oyT9mpp;;^MLbgQpyIyxa z)5r|A^0L_}CY5|6f`(6$wLc>;LJVo#%5OfeoD*(+Sbx7_Xb78eKVy>E@;3T;6CJ4^ zw)R4MJOlw>L*Uqkh<7e6_5U{`B2_|e>U%sOE|>ugqH_e~&VwVUaif;lhO@I7yHn5f zL3f>iygv0-UV3S3UU4Wd1^>ZAx}F||AM7@rw>&~$E*$RUm)IZiFlVA$kFP!Oz*5Z~ z=>-2NGV(Bui!E6Y8%|oFp)=%5J~FY>K(M zaz^nk;c@R&%2w}ENs#Qj@FGgbYbX-QXR?(Gse&6Jv`a!;mrbo@x!5#wAa06=Q2PWX zk}KJrX$5XVv-^)nw&ERAi*QQ;irN_ka_{yyE^!7jtyL^+3vp22i{e(c*CE1Omr}@X zk_glq%oF?Sp@4M{ghzkWV=uL5e{XPEd=-WBze58hO9bK_dd2O0 ziO|XWJ6(q>AK$h5nZRU&h$H;<;|~f$w=f5!XrC|8l04sYcLmzm+-iEyHlJ zrD(HtuG}(H!R!+uj7OfINM~~>zg4j}yr8C#Ie(IEFvW7%_^SKRqQ6Erf5AK8u%9Cg z`IX9h*?_CFY`niK>)RICXmyWO0Jp`*6vl1d%l(Q`Q233l!r@UDz)%i*c24tzQ%uUhNEc3Dp`TMYgRejY6*N9r3bK`Dm z1zy^`p;O6mI^nBUsC!_Ri;XgGFIFfI0#_zWs|}@XwA5b0A8$J7S#%pG=$J_!;BuPs zQaUc%A%XZu@@XNl>vWK--=bCx|Jz||24cLw*8i2o^wH+PrE&{W^hbmCMksF&~Qj8D_y+EF6dlA4Au$>5)xW)S|vKE2s-U^4b%%51{D&%xZsA~Lp_vk^~@ zH&1$ofMg4jCpo&(ais*HSwGm%39eLg=mcJp({(Ye+X}E?c|pV_F;hb&9@UmU%2` zq~-N`lVe0_t52Y&u@NA=DZ{(d5#Yh>mAlhY#_$c!>@}u;cYi_E)5R(M|F>at)KYL~ z%)2*Dp25-lEit85MsCuH9{;Xmb>n!$D%b52&}hq*G$k<5H^N^Ullvwi;WrG&DS+Za z;CUao^m%#XvCP=id?q$-Rc<%4{=DbQSKw_3W7AZo&=_mV_HzRk-+{<)GMQK{S`r$3 z{k_|tchnvwbc)j+Uu5N7yhfsI6?Q4(ejCs{xI%~A%*6_0w-~mljxtB@p|BxI`wN$R zp1oD0#-|7INtJdt>Y%q@L9I#Suu7`HayBGQpQrEt+*gNxwl(*OGY4l9|iHP^gdE zqvonX$1bt@{mAhsF_(qx*$nZ5pb&Sf1i}5yyNB8#xsu_m9F)8)EKM54CWbKgFc02z zfiSGYwzuvLiJ06~NDTgbnOBr@Pu}DGmoJ(x|3Lr}L+B-+_{ah9O&=%*%Cl5d;#{6D zsnADo%uPJS*S)_|uoHb1PTAsRQ=<@cdEmIx+J-Z!lpHm!5KIM-I@?kR_nj0GwRXtv zKr%vv&LMW^MPaL=vzUIS_RxB2&w-2WrRoOL`y!XpU7e};z=f!9PO~9MKu$(}MaBrVLR3Iic;x`FVKM7b-%0-w}oa=9QZ3Wc5^R=@mNt zi7ojr@QFXTqJtvOu{k2`W)I$g_$>nj{+oZ;nyzrZfCbV$mTItmq<2^(!(n522!q@c zqgLcE4xe&P+Cf`NZT^|-^6}raUgw(#Z%}#|2!7z0E#ucu-sGrW3UPjP0xyC7JFi@V z2FJ~_o>3sM2KX6H(uvW2cYgHR^8~)6?CZt^uPf8LB1MyFb0_gg>AtsrBE`0Sf>RCN zZX95mm3ycCjOQ!^{2_+>`ICPbOoDK<&+eR@)cIY>pvS2DyA-TQ^zcPhzMLn?f$i3h z22CzPHPYBy)DBKJ)J(;lOj-yluh&1=Nko^!f82OBGU3}f>nlu4avG1!HDuc*88L3Y z7WIWsJ;IN$0IC-c*th;`cOSzO$tBg~Ef)0JeJpWr=Hk)8s_udP>UAryi@js5d+04% zM6&88%&?VYh>AJ`O#23G+1=_oL0bHzAW`Uofw$3sFDVx0Z~TM?)ocje-cJut0o!bL zLr=hQ87ar2axQlN3}Z1sT-CREM(u%8rO-x|6IecHXrnbcztIBS>V#LD%IXI6GQSt%2>N1aX>CbDK;G zC&b5_>!R1*#={6yf|?v?X*}E?J$9&pp-yduU^~SDduGJ&8|c-CRET}J54!kcfjbe}oeaG>w+((7gc!AnRB)4t zzE_X5S9BF45>%FW@QvPY&bF-iE>5)!JA&Vwq!D8J-&gS;|H5|$eEOR^VMYQlwxts0 zkC{(4esmaom8uTSx3x%F%sec-zsThZM!-d{vm90|B^W{s_{zFbqu>@0pey~SQy58X zel^e`TCu5#B5((9&K8hvxU~kFM7EW%h<)fe9Ds(%nZ1vCSy0`HN4$S^2~P2bk^fv2 za(zjj5R%j?o_wOT7(y}WRfz(bxCb3b1I0h=z|g-E_vOD0!94J$imUJf9OVq9CL-bF zAq=bmVFsBOdvkRy5nC_|459gJ3wGQ2AGYA7qx}^}1H{D*djwW)=fB>pe{GW!JRR-L znGHj9V={Q8|S`)q6|w^8$vAX_fx&lXrSipS#63WVo#V`*q}7@1>T*~3&9~M z@OTaj++$vS09B=PW}XlI#qb+()g-iP*scRS?$CWh6oWf-7Rt_>gTJe(4fu2%VmON|$!dI}+r{+?-6ZB$ znzWhA=K;U5+|Hbc4l!;=%)>+?5>niOOhLkYtasV485AbRz3@U6D(Cb+N@2_09clUnP<^+Wx@~0 zBqXblmSt_RQ5gETlGM+5(ydj*ORiJ$RfWF;z{S@H*2sD7qj856EsWiUR|CZ!p}|6z zlM8c7aA4|%HeveQztW|3Aul2uf!7Hcu=hFSZqvmv9wT?5Fg!sm6Uonn*4wEtCLL*>anggk` zze@|JcrlNvwtaZOjj+qglb@3gH{Vxm!=TAWt8e!Uqt^a?-XVvMXBv#T3doq!yGP=C z7LSw?O`k=fB*80jmm50YB$q(fSV-Dq9J4!0$enYMxSRNC!%fS0k!4WYOFBIVxXr#a z))fRn!mDn8SsB7Wo1vw2a;iJR8+D+l$}d8Yu&62^marxs$`c=@O@Dpz6p*q4#3lQ6 zH)#)HtQ9^otx?D`cie1BPdS27i>3m9x)p5`k427mgX7^{H7QT|!B&Ph?|!!e>~H}? z)e3%06LsUzL{J11WXh5l{XZx@C#MuFhnZm4<%phA-f#N((`F-VQ&B0gS0YL7qqjyV zOp7{)rJ~a1aeDeU-Tdot8?%CRw0IFJzae~jjve&HtZsGGCJVh>lC<#x*qs}R7i&`!M!AK2I?tb29p?k~?-L;5IJbz-QQHAzOAQJY`HV>=XSe zg+yA4b(jJh-_7SKgn}pxycFSk@{Rqk|LmL1Q51`3#ox~$nxR5VGQ(JfO*-T8SAwWL zmZh?^!~L_uYrTB0$v%+1lf?G)kAv{Fc{f>%P2<@Rh;+_fwwYkWdq8(hT}k<%9LAW30Ijpm2twC zeuI&b>6Y6J@%*)iexgLeC^pF~7UCRQY~-<<2Zukpd)E=QByt&>x^}>D;g7V-4-V~$ zvhL@}=Z=>wJwV-R=(~_W_P;!qw_XE+%l?bt5ES5V4#ReNIjU4B)sSB83X=+O#0b23 ztKiI3!1x{7Un63FX3UBtM@R4 zOqk5Lm+WZ5K1uZ;iS($+^kPgYF=97NW|NGU)sqcLQt9oJlt|hXvy-=0t7RWA%XqHa zBs1mt3!dhu`!k<&-}gD!ea>~RbDi(^d+hX&@ujI)fxC~TScFOQ7i-$)s?KD7f6Jac zjt!s|0}IsjTpJTFYzQ%*kJzq54)1IdzmaBJs&7o8Iv9KPk<>PkDu(Nq4AfETJFOmg z%lWC_gx&`|v8si1PsyKvXpK2a6Id2@J#fXvudAwn6zGnd1G@4+=0nfI9);abqM&>R z?AF07g^SaV<~uNVn2PBS^dk+d?dEd+NZq7(hg6tf!ZWMbCYUzC8df$mbV}Mo&6O zcy7(r#Ic!HL$>A5Jdb)0uxKsF8lb$ij{4lg>qpY}K)ip|t{jaUKgJ(=n(7e08=9=d zU`&z|T-`NVO&*l2UGPPn|E zbgd&JImsxRJ8=ZUl*%Bp9b!zOK)QkIf?3RNRrX!m(P;b_vUQFg&l(K`9PR&r&BNV{ zokM-?7UbsAP$pqG&N~*|)ajkHqBOr0>{qZ!h-w!VovCgELRW^ z7@poyaGqHygprjZY&#F24{MOdMX$JLg%akXD=4qGc5 z`pICuxBid z{khg0TmW*nse&tv`!lf$HnGE4&SxJLGsPw1x}MA$(YzL-hdhIGjnZ3<=Z3@CS+R`s zdzZiN6ms72GczL}kitA6E296d%7Y*FJaMIoQebhYEm#*_?7PCm84e<1tD?F#5ne={ zfpt0>5XV?#nY}^*DSv}nhlhqGXeQu%uetrKzs>QjC#mwfMTH$OV0>#48_z*nCUp)_ zAXRRER1sa4uDpaZOp^tr_-o z>e{SDT^qxjuGLD>AUB#Oqtg_>tY zT^GuVZ5diFNI?}SEM%^@2K(QU5>$gmq+@;` z-;XL^61oH_g#(gb!z$}2{iIeu(tVVyTS@N)3GFgivG}1|<*+vvgK&`vs_wsmI_*gA zKF%uKl*8Tl*I&p&FFM^ia-6>%wD!wVvuVGiNmDZhkp8sCsY@%nFPtp|1ccY~{GO7I z4ud$O@9Og^#MBWIjZuHGF{IA=C1iWTBqso`jV{|hcn%Ci5y5QuquoM}Ttgreb`vV1 z8>ocUWS_FIfOMAv-YWJ}yOjO3mcOzFqfvPd2xj|B7y}sqY8Ns#n7_j|U9gDFi)Hl z?H~gYB57L_SJ~mjk7MI$>@8PzZH{L?=@)NE-~^_i+}kx-9O7wT!815}HC<*^L9A(p zATef}Xx2|d_C;s$;%8)iXqz0~s?atm4XsaRvm%!b@l(w3tcwU344gCL=XTe!d;{xJu+Hf^=G2WeKl zXh2LM9Fz@*{M~j~mu2l}^*F{No54khct+*>y~Jt@xF`+G<+9gCMaL9zDshs4RQJ5ie(?P#*Z6cQ-qaDjSm zxApK0o6;y9h57=9=`hUdh9%`#nALI6ct*_z!V{o^%%5Fw<15A5sGv(PFv^4t$`e;^ zxrZiZj-5IAi2)$Hg;SrG4u;QlgQTaWVK?3gN{Rw;8S2ydTsfC;_Z{s8VB33-8-Vku zV9`xFP^X|95(XsGeBd!OjU`#`=!9-tsJ2I8l7~z9w9qn$dchhNkM@~DeoA|RzoTM4 zLaEP9G{*&C_!{)?o>YlidHYR&Y}^r!DqE=#$C2SQ^pzSv@deYUjAU8#m@O0HiSLiQ(`;h5o@k}*Towi_Z|&QR*-f;p-OiKIm*2Vi>< zLpRxqXZN-4CIGb!a+D=G+f1g$Fx)n^hBDGTVS9P*lNED2RN~F#N{=5BlT)_kIe>+3 zrytUS&wLPrA88yJHKqIT4$p|+ZrYX_%d6VHd2WXsf<0MzDdgoYEl~J4ikEGHz_-`6 zHfAPFyP!5F<@ Date: Sun, 13 Oct 2024 14:36:40 +0200 Subject: [PATCH 03/19] Added light and dark mode image --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 795e639..0ab5f32 100644 --- a/README.md +++ b/README.md @@ -38,7 +38,7 @@ Model2Vec

--> -
- - -
- Model2Vec is a technique to turn any sentence transformer into a really small fast model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance. See our results [here](#classification-and-speed-benchmarks), or dive in to see how it works. diff --git a/assets/images/logo_v2.png b/assets/images/logo_v2.png new file mode 100644 index 0000000000000000000000000000000000000000..be22f665ddb83aa435175f4b534c7922fdb9bb7e GIT binary patch literal 248544 zcmeFaOS7w3wk}rJj&L|`#BI6faL0{`xNe*ZBwnJ)8-x%72?TU*@Dv~f5^wki{xkk5 zcE>IE-SEHgn3C4cm3!~1%v0y&Ihm(+=GtpXlgWIJImS0$@V_7S@_+fy|MP$T)1UtI zUsOe~{`9B+e)-d%{?q^cKmHF;QvN^w{{?^kQ)|iGpZ<^k^MCpO{`BAdzyDJwy4`I` z^D_C6>CbB{tK06+xbWxoI=J8e66e9C32yCQs-%M=xE@@R>Rmyvm%J>4Kd&Y7 zFBn|+kCg&v7a%f#5 zar!Sf1;zhWQ%?Hs&ubn&m-#h;KXMXXYjg{rHT4Zjq}7`F3x@uO!efvIP5!9~G}0ky z+Ptn_lUWmgq5ra?Uvs#_B-&Rw{wisspiJI1UnODP#7XliT0tM{KjY$`F&5fIKREwh z8Te8KFrMd%9iZKRTD|Vi<5yXoV1+6Tc)}lv>DchxMKr%|?W4`xBsal5)9d)TZt?VL zfl|=8| zeU}AIQ;$Edme%Eaa_>55JzpdHRB-%hNk5gI^SA@@K=idC--AZCD@lIIK6+kZ?<-*t zT`x`DSMUC+x`M4oOK}T6nt4}kvmma=SIf_$&)fA{;E!c)>Kc0bw40wVe^k0nd{QFn z{c44Q$o~2Fep!I#%i(zs`|oPbl5cb^B{$_p<*Nf%V5OA*6RgUU>VvX>Z^o;j?dA{C zhBdmQYx(WDVH}*0E{AQ}1z}Pi>Nf9Q=OwJWuD-z`F3|<<%O>!3S)(HnCuz`^u!dh+ zV9Wf1PFh#rp)_dkFEUE=DS@ryo*l9urEq*+C8(*O3;v9=uMw@Kdv$?hpF5mkjhH51 zY8L+6AMH%EFYrl;;1`GUtcS`;BmVQ6(@;^fE(LSNZB0zS*vfYBZ)NM7EURrL=6dQ> zMH20-U|j2{%lv9%S(-OKoRfH#GLMoTYTfWHUr2!=476Q^$_x$9DkrHjc6n%Z2276Q zuYD(8`yF@ewkpRKnR4W<;GypGUD2Ngt+{wiw7aB;4K45s7Y>!#3#`N69qh8duW=U` znq(^lo@R87dWfXOGOfv2-S3Vy1d1tgJDl7Y1YEq{tV0EVF{-3@I+h3%gFWE;8b2KT ze!y1)G=~0>+@LP9o_V$$sZ3dIBjQ+P*luq2#%8x#E_11H=V-I5T(T|>=$8G;n`JZr z{*p}hGgglpMG~FUZMQH)t|xEQ;r`eM&O(Q`ZM3%78x-f4y>T~^4ko)+%9BKg;>kTO z;c*!SArp92*CR}Grhp7BX}0(?y%Avs(iS7r3GQDsfxhH?%-P*24}n@!mU&X{oFUzS zuPdp!>uz^o$Xqxr!y%w~A9L;9WR}#f(FGT+sqolqn^lMj&KADqM_ zbPI*D5}2%rF0w$4EcYyj588#jd@5Ix3p;-Pj_90aL+GnGVepANN?S{m?1WXi>a?mQ z8|XQX(n+j$t;N$kzxD2Ff0nMdqC5t?my759BN*E)E1IS`m7Xi*n60%IyAzx+xanI% z#B$5L^Q?2Nwb0Y{+JVqDUcpI0T&T^`FAYAN4Yyx(ijEd~Fvu!i+bd^dZJe6jQPMuY zfsp3TFiP2n5AdVI=Q|DJo+A{YhcAI5(`4d?c@{s&@LuYqs&v;B_fCPxXIg8XZ;O_3 zeN*bNqnt6hC4F$cdVQb=#~?Su@oFd=^RUewKn4;v)M0N$io0yq{-KvhG8W>;d1$u_ zZYES|LmQ+n4K7Zc$<=^)QqY_7*r?JJ9(1SWrBwBfgW2iyN^77puuQI8V+{o?niB`5 zCPmQ_upK)Wj(&65?TTjk>=ECl>M*4@vaY-~34L)INUyU84Bu|l($#fM-crH+Htcdu zId|s}Tg&N*C!4A$8>~ogD_n}s@)&JbW2g*`e!+LtycY60@v-KxKg0!vm*XiMVHoF> zn+Lb4>4y_ZZn2r;L$8pGvx_vGQ8yw!t$70$Bi#+BEBuXd)8*IgWpyLf=%KAg7*IHw zRBeX#HJe}?IDZx9xQ}^<$=@$Z!BIWt?fu>^d|RA}>?Y(6dvT?cXakFpoQM%mk-2hk z*Xxtw&?o!Twj$4ut8~9EgzahfPz;IZ_uFztM?!*5Qdh2sPVm>EY;mI&ZPz=coSaRw zaxD@au{@U*i}1xlmr06X!hxU<^VQa}+m7Fx=IM@U#6!)qUa^6Ta?qyKZG_d)U`dJ| zPGXddIWZtcz+q;TG=5DV>;yv`*UZBs)hkL?SlQrL#AFaXCWsCti1*V);dUyiPReGt z*JS^0Ql(EqBieFkE=J|UqD$NG)E)eDvd!-C#yITi;(|F0=0<1gAbAE&?02Pj8m~-= zR~wl-@2>Y&CjafV>b(AgS72;VF7I%S3x+Qi^FPZ#7<(fEAQM0S+v{u zQgOSjuV*`$l`3m@b8V$?7P)f}$XTj)FhglNt;{&xvw*iGnxuo;BZhV3&giV^yXfj& zCha+!Qk^8u=vDthNYPfZ%tZppO!g=2ET0|+iHO(qj;OrhbRm2@!$N9iL`B@1#}?<* zdcQRV;^bXJwi3h}v6Z++Gd;Z87bobsI4je-+Q$M#T`ea*IljZ37)x&NB3x}1waDU~ zSGerTt_O7Lp5Gg*I85hZ+w&W;qjMtc2x=G>y3fVKG{9*Dz|XC_NnWC^GyC9hQ1`Qu zfn1XcZ@l4xZ_`ktUJSZV)^sS};ak6@o6~W_lbUnG9t?5Nx80g09>LWL9}k`bJ|?BN zK7MRg*>&GkxN4D)(`ncc``jz74?guR=bD@;++8ucu&ABfY-ih&1U(UhOI@B+XR;?r zh{*E3r}^s9IB43A=x@49o=Wa++XdxbT|LGq>#fe4I6jPYp7JenDm76A0+%$6eKf8I2E;v zOO&P%;Wfc0?51a!m=+tm$ID#c=>0sH*=j#&eOS>6%~q}kctq-_mOl4MMz+)8cvb(`N)jFs_|4fE z)xueYQ+A~hr8r5j0jbB`BO4UDbKyUx$k72N>~h&Nwl>e9uScA0uGtbcYhPU_a;Mp) z)g6zDNE640EMbp05_PThF|E`JR>7*(+BqCgO!E?}Vkw=j$KJg0JRs2*O1=j_L30oV zPb3ZKIC-mJ&!WGrGW?`C$O&kuT?1$V`?!4t8Zw5%{%sh7#;FbS>f)`>tx4i94D;n8 z@u8=VKPgMA)%%w0XNuChFnB9ymoGh|3BY>(qN)OQ-kQ$eo*l9fe5DW-GR;!67LwgU z;P)nH%+-JU(0+%Xw2&jHJV_OS-bOuDh7iOq_LEXVJ$j^#acNz3|I|KJS3p(Rinznt z!RCBihffz&@6-fUo7T+@l=J5{{nXU@sVO3bLs&u0G0VH;cn_d!To^&IhO(@?mG8@K z*VNbKL#6ri8podhL8aG~4^0&me-5l9<)@mo$WkKGV$h(a;FgzYBi*3NVB~sT)$dEk zx^JGnXI%%X_L{_DY9#Cm`i1Uo|8lA8OPK`sy!}fADi^vCwa=NdN)l1&;Hc- zOU+*qADzARJT!IG_NVbm&;OwO--6b03j3bqMd{&yfiijh{N_}=J$Hv;^M;NEtp75*&&emPpN75i9*&$ zkNbWt7yclse-C2+t3=y=@OP;3U1^BFZta5R0`~K#)$_ac0H-2Og7)@R>+i)IO;QG3 zK74KkO!mJUbnsq}PYm@n@lW*q6ZQVKGW_42g}!F~+pZFboMcP;=O|Z+=YSquYvxWLE*>~1Mb!jefe+S z^RE5We}AdwuTzu3mi-6eW?%5!KO}&AbE#kCW^Z8ggPZ-L$>|@9o2@o)dHB!cW`C7i z600}ocyr4Y{daN8zux|bxcq4UUwi!I&jIO*d85*zg!IbYP5<@^1r>6|Ggle^!Njcg@CdAWaEFC z>%o`v-SQ>BgWDEipwEY*EFmNfj2FLTyZC?hrtrmM_SVdRpW2F&>s#R1O3yhUIXr0aHxIU{0g8$;d3Y`998)?bnY2Ahku04;evC* z*B}c&nt(y2uUNpJ%D$=cjxo#vm;;<#9A^M(1DwYK_yFkD50RPvIO5wk#!!NBg|0>PEh+#Y*BYv&Odry8U{t8Nd zB%VR8Sy@8>-S^d(PkPWjX>y36eI{VOZ#w)`^mRPu7q#TCt32PTHa}OE(C&STnEav= zq4JNwHX6qLZvp96#8*as=37X&B4LTqDt}fwHgDtlZ>c&zP49mtgYxYs{glM|*<1R& z`jIyK^9vuPKV@5z>!W?$tB@3Bvi1IvVjBuvwrIj%rQ1H2;d5)~oW308pT+^Xvv0Em z$-J5FM=~u=zZIiDb~5eyt(ShAOiR5r*njMlS;NFQ{LaacWmjA_Ge6{;?*yyANbHkI z`h#=*NSXbSGW#QC_D9O>kCfRTDYHLPW`Cs2LIUuQl-VCCv;W8`v)_2xp5D(d54iak zx{p`?5mRQZ?`a`#MgEi9<44LYF8sbyW`A2+|2kvwduci=WY_rG;Pc@F`7I4TKiN~h z%K!c@F~2QUpNRQK%Iv3{?JrKWSGd`SW$`1s@p~4?*RKED65yAlj8C44?-Jk#QT~1i z@NLZdWWxE69%}oQ_51vOXv7Ci{rhFieia7$9e4nKlus$N-(@Io$M5IZ+wazU8acnU z1HZV}=iev?=}X=ZJo)K&lQH|_ospU$e4X) zN<7_^-|p2{CI5&Sv)|=r-=>`WUb)#nJ7e~D$jx34{(U|I`$H#rK6@F0VLqO-jHa2E z^~hG>8+|`G7?r)YDO?fAB^y4Pb>Hj_UM2g$+llTjN(6fvh8;T z#XAP-hXLR}hymaoz4VJh;Mc{Z91n zKjXofzf&XZA2QeWyCnOOH2jHXzX9t%tXALTh5a1}_K%!v`+d@RN9X>GbiT>=`jKn< z$*1&TLH|uWreApF)A#t>+Ft*VxwhY@;%|NWKXPqM zr>Vf3%K$H!Lb0Y_<=Q?$Fw-XN%Ooq`6D_PtJBZ1WHC7w|#0?k~;iDyq`83 z;a#0t@p?ZkclNpvy>SfQ^jV6gV-aq@j`esSpWWcxz>_hLB9C5xH?hRhLZUlgJcJz^ z9=F+J=`zLVc{{qX;*q~C3@aQhO!VbUy{jjYHAnH}T<-VH{cSV97k7^XUN5_)WOx||(ail2h z?#7ewxW>3{39?1A*IB3iGQsA=pv_g6vza2Vuo82w#FU5dDpRA6WgBlz`i?uJ$TGKt z<@QBFg)XC((2E|b?as2wcpGzp(b~5asj-b4m-|NCQ~N39%$-+_`pK*M>ncrl9^UbC zuJ9P<*vHCqicnHJBgr%eUSdj-LbBNQcr~!CF34*izwfIhU+-x%Q?sdyxA2xfSP9X) zt*o8UG{-W=MdM-N(Io1=(()&D>23~v+7fgpoYyKZqD646^QnMEI3F(*iTS5wf)$Tl z))dx0!HUrSy-TtD4E;=PK6aAqz#>Q&va|27ZK-&uR}=J$ac6NgEzNaD-gY&R2E4R2 zl!+i^tx>9zjgiQ_8ePu>!EaLUF5PErE3Ly47u677oe%j&v80RF&$WDNqZw_J9B`2` zx_Eju28?wp&n?*YVBOpPcwxLgJja&M-(uHnV5}+{>+aU2`1v)~^2=CjYC4AQwdOl` ztL(Zp@fw#l65Hh|kVT$QCx;9DrE$`#3Cv!_A=oD2u z5R+WCJ>ZvmA+P9pHM17st8Udu0>wnWD#80gUwxmOO7D$z`B-#OtBzZO8z07K3U}8w zOgek)S<22AJ_@XUMQt1+xGd-SA`lKAW-edfIo{wOw_<{mV?n1KLA$k8WRGDAR7+@_ zj8|ig@8$X`+=HFIojQ0?W0R#BywNk*aZP4(y&P%zRa6P>5ga6-S%t!jF3Ds=M$01A znP_xpQO&SgBZAyC%DNpZ8G|}K%#D+4cpGpl_mU|S{`k;Lv$#C&^~TN>F>MlKMTzjH z$7XZRMUz^2X09ABP4?Kb)EUhzJVFh^C4yo)=VL%PY?xJll$kN}HEP$)t(lZ4KAreF z4AC3A>r;Ur23MiWjlUi)?y-3cu>O@`G({Ue@_mBdb;*f@mq&fnVroV-Ac4_+L*C)t zB@l^)qF_fQASJ1C%9SGrN)JqIj>U6Ph47m8Q`Oz*3SPE+zZP-6qg!V1NQb#uNpn9W zA#hM=aYkneUP>qx8y|R>P*a=;@4G!O)NYzOY|GsCP;1YyVceYVtL{w38N6>+@+x|} z5yUl;4~OXrC(tNr*uS_854FmT6yj;=X6}27JPs6RX{5qRm7A}C^Uj2I5i(45EM}?9#PLIPGmE%P52AhSaKS^tN zrRZcko014KAuQ;10_G-o$vecGaAf9V9hFiRZn;?z7rPL>!k0SBcIVN#@0e5<*PRNL zxosQ54as7z&Ds*Id9$4+EX{DCu7oOsaU4DH_;ZI?@Z?N8fQXgida2xUMW06_#erHD zLV_1iezO;?1x-;UK{!-2Hy$Zc#2!we(wqvQQ-;P^T0#4^JTxIPvPJ9_^K8k!nh5BH z-Q?A>Z)cs=wX9y?`wi-Bh77;&gj&ruL`1}#FZ$Pv*e~?Wl8(MNvVb}YYsoODrSc1! z1EMbrS~YjZ;BS1@ab=!oBcpnV<~m-HlnO63melJ!KBNU$6$ow%-owg9azs~JOEc9p zl-*o2@N{r#Ti-SE#Ow^jSIZz}X}PWfE$Lx8 zQcK4s%))`E260x@lWBOJSR-}ScC}g9* zI(zluU@RdQMfhQg1ry_N8W+2Anxku|JwL3+`)f;P^q5}w+)9UUU!o7>nluY_f z$l8`su>vpJhaNvrlNpc+ujizYQ}}ik(aQIh*EAJ%w?y*D3R$j$3>oJOSE;OC!u31J z3kxRa#@@I4(@HAdk)@1eP=J3k{1^3c`CM@#_fD# zn%yCeRJ68x>b@`fBz%-ucvV?hRL3A4PCP5O7j9PO@>(Bs-cCM^dn$%f+vu+#L{$ zNLeLX{N1S{t-uc8rPeG{u^ZupbK9MDQ{aSlCOUnWTv=}Q15UJhwIjmWdr<%Wm`@;d*P9Sd>0+X@RvH#B zCdL8Icv}-1LWnRqu0?{J!L@@F9_t8j7kmY=50fz9%v7;sZ*|R52?pf*T#OIV$eSEc z@%T`rb{{;F6rKIT7KvE$PggTjiedq2xRnjbIvzJ(23#maJWE2{o_uJQkj*6Uit+?7 z#@`0|h0d@&U=ffJsNTu}NOu>D0_W=n)r*hE2(SZQ1TdpSLiO&s3Jhc-GjU%Q2n|6q z=2Bo?F2dy=>P0KbD@Rhl6bgTDGEpzPvl+o^;6eht?+EoC{r#w#g*DNcEnT7BK$**)&K|= zP6MpNo=5d;*hLHSi=h7*25#HeK~}8^=n~f0f(eAs%+(~K-gG6ERMJypEW#E{F;Wx) zV36+oz8%*2l`M^dn5M&GvGPnl3I&j^TkwQEY2JD_k;6&dDhVY|)kU(-6J2{-0dzht zg)?!&Wqk#RfCH;C?D1jH5iKl_xZ#~OB~!Hvh(MxRTQHcIr(}EwBrPe|5&$8eG{Ozr zuMd%NVV=AjxI-2@I=$zQI&Mtk$_CVFb6kFd*6mWv@Qu00Q;=Ba z@%j|e?%wsRTP!b^N&%JCTLm(WK!;))Pb@GZG}+wZJlmern^z|dAk+stPRB~&Ho&r_ zYO@>&rdVB!XFqsdR3d@o6+)}yt-i+RYJ1yN0r6<${Zh{na0{Pq3fmyH)S zNRGF(_I|gtizJk>Wb92@)=W5W>~A^~9`JdUX` z__)Rei6eHMMj7HrAT>jxP9J-DDhll3Nr0b#KYTTFstC=6k>i!8W>FB$IZWEPp zz9p?Zq>MChjIj;FfsDe$iSSb6cZTT?_6pNW&&YV=r0NIf<{XXP z7jCaO3BKD6AeGuP)sarFtGv&8Vi zvYuIB^AY5|?h{cq9)MTMF$;XjTbvU@1O!|#i*c&5S>a?u)FRN|%s{`32&IY9SY`Y{ zkP}6HUbutA&A58LJ|(WTfIWsA^etiL9GUlyAm`AR;cMBI2gxJra|B3_c=iW)B3poi z@PbvU7o<04w^MPMZ*UfPMM8aFzUo`GMsFDrBvE*B@oEz>C z9dBS^XpJ545Xr-B(7?ixM)GP_LHuVVl~B}tOzv){l5tpDvN7i7*f)I_aVL3^q6g>X z15YcixPQ1htQ`g?h=UzJkVfqmDfA`{p$Kx4txs|<*5kI;XqXq5_jF6{2x?r$ChL`K z8FC7g0F!X3c=Y$V^T^qVb703tn zkNIwcBcF z=LQHb;*`zSy6hb0aqyNs;E_{99}t$&PCeWZ3#SbuAxz@rConSeO2k>0ljpAYE6Fep z#{}j9ig`%^Y zRKE#BPmNCpq}a`x?UvO*#DlBe&g=W;g4pZXT~`<(*6|FQAbJEdS5X7jtPmH>eMWX` zoNCT-8U!*v$f>zef{x5q)~akONAPYFi8M&S2hG$6j?G*$JOUzag`ufV5BK&Ez<$C5 zYReR3wce3n^j%$4iwdQ-5+d-1-K}^VP}AI^^@8i6i;MY4_shILGOHc=pk^7S;gK@rD~6!%&E=w1uhsXl1EuN9J^_xb;#OjuN%Coj7l`DX zV{C)S5VfdBQbaRn^;nE74J5}0e6k)4;ZRtooW~XDh^5!=@g~+AZG+aWEfj-UhI)$B zX+~{$Fd$i)bqz$TtLs#!o3k$?$qho{Xhf`)73ArG#4*SU%Fm#f(-BPz_Gw)* zlivorh&__(G;wR*Kw2_9F&u<9n6PDiYdtsM?;Y=9kTOG`feIyLgFAW1{9`{#{d#!L z)HV)rfp{uxT>;AOtwZW+zNn*1nAtp#+2|fvP^t+H|5bMY0^nOQ)|fMxek9n0y0tb9sBz1X4dbHIhEFFjz~#+R zw%N6lrqyHR2xZz`s|v@16G`t}8IXzO-e~r*CM#Y~BR8z@Iq!N9rwV>c9sF!|@N6`$BnP$pe?n8GYSIAfo#=-vdY-A>seS#2ZkOl0nk7yUZo zNuM+1?f#4q(X(G(j9WcN^4tX0<6?PZK2|iGb#A8v0l;5rhF?%So>|NzygPy^dFEE) zZt%fyS{ycyV?2OaLed-8gi&x3jFm~k7SPRloZ&=fD}+wcqt@|_+u=kD(!C+v9nIjX z05B%M0_x#4DT&OUxdCFe5sN+`lXR{)^fz+?Od!Ea#<9meLX`TLfJ$4inRWQ4-GlvH zJ)IE|Sm5XYSwPSxDdnR8^9h*ycV`1!;89D-)d`XQ#GG}jC@+VS0hB70Q#+2C93q6p zAI=*10V+jPw(XgP<8e55#wUC!Zi@q2^nD~*Fu=TtD!iFyHEJ!Qhv5zTH7}}5;3IrR zWoI0QN0?yE8BZ!K_w*bdp3Wm$>THitRR*Z&p>k+&=(Kgg!8)O>p3vY{WIyVyHeqmO zzhZQR(yd)iV5yAut}GY^fa!8YsHMft8$7BX)HS}fs7|w;nZDQ+qI|^LgJw?BTi$^U zLUOTNI%qd1@x_=-{P4yQM*wdAby#XE3CpdN@5uzr%O-II>lf(q6#Y}vy z11jpfCAug|c(|L)xE-wdiq&~^zg|H5t?~*0!4owMr`f6cV|`xpCCp|QGxu%py(P z6Ce`ci3TRg5G@nzp#n(%8=MtNqsgNd3OQ(cM`#aN4{8r)H5QKxC@L94VlR!Jwa>uD zw+`@3gorqVhzM)NDgq!XhC&DpJU-eEmKh9mmCOSy5-YL~M33%LyO%RN1XF1S=*rxS zPm2n0dnp2L-`gUL#WfT5dMf2{(DQdzeb|!YAZ!yvwD4o<1BrAkpaQvYY4fqn zr{!)x_#Wh|J$2&+j5GT z!v=?hWRPIkqDU&m&M@Pd)O88;{(A{Lk&od_61(|Q2Vx|d6$hRQaWxno+~(}o%jHPK z7mwN^F9Lf#!W!^V4R?g|$v?ZPW*@x{bDLf1)*f(1sQ@d#HsLtzdMalX-hs?|dS5(IvgYPWOOxG9ixL9TlXHrC%q0&R|jXnqTc7A9Z{kq0;RD zb`P4Ju)OaGr{^_#V<&?}v`ju@c)u<3of{^%GEAe(o{4E!rP<9kTjD+67Dic;-I+Vm z;E~+%?GZop%Vtm5xk&;)G~+9sZYX_o@E(YnV>-yNM-N)d$A0x@$isH*k@Xq&)Srvk z0dZgl=x#8vA0>csl4c{lH8{sBuuYk8G)@r`ia^5BUaRwz(y&Q397QKl&mbX=CFsYq zB;0`OL%_jsoblBOQT&O*9k8KKVO?4q+k_|tRl!q#W+P@&0uosb&_C2L4)R56;?t_^ z0X1-JQ=X~jfmcQ;k^Q-Jvycl8kvz+rJ8=L8cZ3J$8=UM86=C=y(0AV6$YB&yW`+O` z2bxIyvOS*=ohQ+L!6%w>fvfSLV$Nuj$Ow595(m%bz2J9sGd-(9^}SFG9A2%TdueY$ zNee@`0sLoNqC_P|P`xF1k|(8UIyZDG>5u4fS{AY^m~z+c{q2^yhDW|r?y6|+TPc#0B=b}w4dC4_Ft8IwL4VxMwu)}K)*RSCSP~aX zRQUkf!ieYytf5`_fa)7K>(M;<5q2!U}5XJ*_48hre_JnANU54Js#HuL|;^M65{_(55QsIr5!8G!CL`46(*E z3VA*|>>&-yLjiLhB`mK%t*mKC=!YeNln06vO z1EH|veb=oja4)`h!U1!V-{QzNi^i`>yl~mAI&+^ZToefEMd5Gbjd3QrgVy(4C7S|y z4`}92054h_nL1cH=eL^Qo9d}B?>Yy(hr@%}Kp2SW_jN9$d%;e?g_h$G8RdhT1|Hu_ z;jCCdnG#t8H;gn|_F-Hd-eO`zs)j}}=$)|KCch&_CCNTMQ0gYLT8=YE) zHN8Hv#^$OFtEOExk6YPbUV!3E)S;QV?I?j($31#Dk^NzY;Upj*L=`(z=S@PUbPK1c z#=DqWC4enM*SxxQ&bGj?aF10d!oIO!%hWW+q zI7AIt%k}bF1BgKT-Wph}A#E>vYAA5fO1V%-V855+3U6G{+Lt9In<(rkXIs>7n&7Y7 zTt5_nuOfY`C73np3xM=;?*e*{R1vWTvY6P`ieQ%>R%;R=IBh|DS4U^vE)8-Oh66-< z(X)xD&l(0K@DD4-Sm*v@w*u!wqhN(RZr5}qPv=u4&IUR`rO~ff?sWqV#5?>1i_~Ni5E)up2`ugy^eTYWgu>$=6{lrMho1_7)IeNRbRKY$|-MI6JebOBSbWfR~d*A@5PA=(1yNxa1 z2QAsOj3^;NvuAg8itd3)2aST@GF#zQ9fRc2m|dd?d<(Kc!U3x7AZp9H=^LN}<$Thz zWd|ZC*{>f+9>ho<9Ml=C9{DB}sU_ETV9BF$g|$6>EgD10FKXd7-hJehr);~x4?>hg+< zdL^yyBeJf-h#7a6-p_Zyg;5WWigK-P5@SZ^q<0i4dRz+w&N8h+7XXz63U z4^1ob(}(p7I|LnUUG3r`CEpP$x6jx`zaN9oz#dmgHq8mF8XheD;n7CY~y#KZ3EErx4PFyP(7MW736cY$AiemKdgjs#QBo=||%mU@^( z_#OZEcPE|cpy=hZ}CyL0WL1G3KUSd)6=Q)<`T>E~$Xc`~QFCPjL2g@fR)Z2Yp` zuC6#cI~3FQadYLs2Du_3bWVix<}H{-rxqS=ZK(D;5#Hge*t06Q$AlaU0S3 zI;;r>K_2l4zwAuB3}!d&OH^ccBG?W=Eric~mR&WU!S-bK(D???Hy3ZrNy%K`VN!<# zPnNb=r^8}EoXV282VS)ib3N~KlC{zZ!hYeKTXCLD@H90W`qpbtLIZY+3mjm86Mm7J zJy%6ogKtPP+|Y%Fm@OqKbGzganV?YeoP!Vi9YJNIj}Wo2uYBA4VzH?gU#g;Y2>O3O z5oLX+;gC{Nfer-xh{UmXK%+w3I9cn>%6tGSnBbd9uYxsY8SaT@2#9L%Qe){#(SRrj z16fY;4ji}E`Pr$ys4pvD2oxQ6dGP>$P!#QB?}XVPzCkM_`H4WFIgfyWz#PCAZ+j}l z3}<6TgIkZ%`1s_TC*h7Q$lpQ0Y4kVt7Fk3J>5Ih(YOb`PZt-#f?p+)#rDM1>)0CqQ z{%s%aYz>yVPxh};4(kmigPX)Yi_9}Z1soP^9YYk%^~{3ysn`3TteK#ZbwyEsq8rl% zYdacpqNO11a z!h;Ln38?^$pXCO^?YYegFl_}PnBe7nAX{Styp?2P%{l-Wk{-y@0S2^MFGY0d+QZCbt>`@B!wVzNt14p5?ki zIlOGYz&WH~Qh=Up@(9jhG%z&Bt7@UO+EXg)REWTwws1Oz4Wbotz>mh0|s*A!> zdbJ^=NGbCfDdlh8_lb!HCVdOw@<^e8bRSYBa+kY~{O0lOWbZGz-lL@iOGn}W8@e4H zcckeZOKcSN+YKg;qF@kqnLv5VJVILfvqmlJgFC1YNZ%N; zgk(7Ddtj-aAx`0nOTaVvG;oh!?gT1-t#q`8z) zydi*jI;bJA0l|fR+>;z*2NF?$8O~6^rmZ##@GLP{c@O@}Y_jmiM>2rwJ>XeOn#We$ zT5I{XagZM$ltSD-8(`P2=4DfQjWO2~c5f^n&@)T`7%>FCdf+L4Ao|4G(xs}WcYOel zHD%n$<+gJNq9q_=k=}FZ7RW{(0FnFGQ02|2Qq;3QT}p+GL(aV8k^mI59ov`CVKg7R zg?D$j&xrZ}B`^(wIOPtt z+j*Uq0@p z69>C1H%u4=m@iZ)iXc$K%?5%SgVtevT4`|1QNY5RE+fR~;683hI<;>L90DuIl9-;8 zU}BgGw@B#{K9&bs02s%xI;?9O^1=>}B39z3Hro!L5Pa={$6U+>mMOJd~fCL75 z8+9ov-y+9QKrH@w$Lo)lNe)6X7mihgDO{Liaua0fKsU6po{1FvP;PvUk=+d}X#zcl z&lpLu=$K426J*!BCKb^uCX{)5wwBF9U~y-4e*duIe6V$V9jzw+B1rR5}wgo znvbk=xArOl-|)nUK+z1>Tz)KwPy>JH{MdgSN}*=cL*>{}u{kVN1gYwHXW z;qsIS{OwqK?0A2T-GDwNr!Ii*jzW)DU;vi#(stL6jo23unwx_g_ly5a8;)m)XHENE z#p6B0ZDzuOIDA5$71%$Br-D%NfQ9(4>jLyhXykl`M7GV^Sq=J$>>-^cyKmNv3N~`j zD5KmTpDTf+kkmp1{eJ9DG?{1ViJs_I(^oJW^+~DRGs5%H3BDC9tJ1qq+!-!XZWV(b zBW38AhSD)Py61%OFMjJ(P7k+A6w-hQZdy-CRK(0FQHT`$7DH4u;o6t6*zh7QN66$J zLx3Q2IA8}d78-OHY@xmdS7ffD#HvAnsHY8t5hB{OgN``&npoYoZhC^b_PtXlKoP~t zTgk?*x#kt%lS%UQ2@JsMD@MtGMqa`;e8k-e5VOL8AM#U71Zd*d{z(b1*g7x_K#Uw~ zqZqlTrU};BtQgRG1GzloQ=YMREMzS`HFDyP;s=2+pA_~*xHLj>jSmc>jy-XO9k%*Gs0@%F^LtRD{l4~dsoTJ*??U7C(t?X@Z}&A z&Z)-<3uGNss`fK|K3;8Nr%V($nfU@Iq}8C=;MU`ALlis0HE$5|BSE3j09up@7&CeS)S(BTesC-$g^* zT@mLCfUACqVX*=C8YnIsg8u;<@mmR^nY2qW*HL4&C>B*eK6DK-3WR4y17s>RuKT!c zL`rbUVtd%T+5n6>U~It8J8RgP)E1J2N6gn>i3dj5LZpUsM&3 zT@^^;jkNO#oN)0T`Q(2-78o;+I46qe0dKk4zherX`2ifA&FXW$DD0JQwxx;U2MQEF z@Efelm$8Vg{tWbSFx8I$WFQfYVcvJwTB!s`PBzOJ>@G-aea0uuHx)wnMdb#zT0Qt2 zYX+^wa2}ue7^xzh?gwwT?E5V_DDG)RGnjRR_t({&&XosgrYb;vNp_gZll4DkVC+}OEkjpp)sofEZc*y zosm~tL%e;n^%HOC)S*=Gx?zLZw9lYtJ+$M-0E>9mK^-|=&>skHI0-ijQh4DMUVFg& zK5o0b38s>2jX0r>I3eN+}$sl{CHC@nZ5Zr>FdjVem(WwXlATTFh zLI~K4jO+1Bj*E|STt0X=SZfe(&PF0Ykt8Sk+^gI&9M;X22E^cBkW*<~DHmE;z^acJ zkz})BI6(w9y?In}oL6b95`J+%2kwK16n>~O*cWAM8_XJ_k}fLkQxaH1A1FdwYYgXg zN0`|?j;8NcRT!usr}o1{Re{~CK<|+6B)E=`1amgX>}Kp6NWDSU$2+yVK+ZGnIEFa^ zv1)V+O+co{>?`0;hj{VLI3al^)HTX4{K!Z0n3o)R&0B>P%`OnI^pS&vR`KWZ4#IyS ze+QGwJ&Nm@snYq*~ZL;$wlycROBddOA)l>I~#+zU;dAzWI3D5z;L6|8kTcvJ%D0R$L@0axyTN+DqILmq*%Tedu8)21q( zgVT5;pZMq}O9ud(c?V+6s?N{^ifh+E`$kQ?V|4*+%Z|S@bYk$%mvV;a#R$?PP!zs6 zfr2hWI?INAiW4-OvyuyiaUUgz$h%jT)qrXm7h#ulNc>&oFvy+Hl;n5Hfa{;t2nPCb?LIMpbb6SQo zj0WshO~zfX=~u8d+88A z+w?w#4CL>NAX6u!>R?+_UI32g&{=y;;c15A<^85@CXGaO9eAf z#XDsAoIMWGMqJD?fp%cH|PxPFb{2FGyTAC=V(a66r%l# z$i?YkP%7f z4lLMDWUJXBzK6E!iO%@LdN0G8OAsN+6YMkcWM}U15~($idK-b*MqTWRgHAgZ9PiB}<~e zrXJf2#QX?CXcig}LcEDdOkxyB@ax-yotgDjojP?+x81&GeeIU*$}dwJF)r4M@NoAi z(lsxp>}ocQz*Ua3+Fh(wHI-9YZI{U?1MtQ-Br}{JqvK^qF@e6`>I1&66+4K%Et7pn zg1-09@p8ZNWWx5ak($Q-lJ9(6^+hFSs`bvlH*?@%3xFKDD&3f5$@W6$?qflSZo2qv z0d}bTp*47p4}3dKyIPTeSsCC_%~QOW%zQV^d@6Q(yq+*pk{&$GbrttTr}7`ngiH4x zH9o41>AO@jQ~fM4@Bce8~63>iFS-go|r z%v_g2=|$CBxLO{tCe~; zra5nI{<$yUhw=QCo*yoJTSA9DoCCaNP>w-8wHO?V`S24sP2YcfT5f64o8cpw7BQNq z@E?}EiHwSg0)ku{PqR7Bgr&eIS(N#w-wC1m+?Mm z2d!xpGc_0{wCBp#AhhFg!hHx08MwxlVu{t6Fr~v|kDTPPJAvI7pN<7^34hwAp5l#v zu?=qYFclJODuGcAU8EHUF-%q=9u+rl-1#{&uycuQm!)i1FMF!zL4gcqvr#S)|4p>O zIsFbw2*jhbwviH*aT7<)X3$e?=(k$2#oi9|p39^?qWlMUH1SA7G5u~yOaz`3vpaH+ z`RB8k1YXt4~nFQqQf0UhtQF4{JHgr3pLwL2ttiw--Hl|J7PIYc18&0Lj!v7 zpbaKABRi7j{Ml1{0X1~~*&OQSAEqPlrPMk?iFkaVu3{cpJDeSQ{^6L)*%q?$QuIc+ zEk?%~=(>lp$SRo$!qWDEtCb(h(2Urd--A#Ndk`E_8hp2{|K^_8-3-$ht;rX>hs=`3 z+upsRB#I~j*Y4P-*D87!E8<=+8sIA05699)ZT}k=znn?xW^+L#n^_(Xws7s1N9j=R zk?J1idgG} z>wNb~F}G*cbBFJ(_9t;4j};cQg@!9$;sjDf+jufvi|*veaXG@qgB_*m2~*B1{7ZxG zbzZ3~f+>D}1`eUF`_ls`Bh^0$H8ofNgio!{;eOKJ9)cg7ZL#*RNc53S(sMi2IGj6S z!50bVg_(3cy(0$I$kg*AW|k1Y+6K(GeYm!-5|4i=m_aoG zdc-3tkPA6MXiY&)BzSlS+m@VQ=ILI^@w}eiqS|OA=?(TvL}4o} zR(qUW3@HFZup8*BI+zPi{)b+9OE9x|KjLJTF#Bn5>Usyf}IR9TtkaSFHQsh$vHyS(ls~n*(KPrd&mg2QJ-T;FG z$AO>C#~AuRdc0!Gm<;yyx?#F8@d3MG&9P}=IrkV_f2VYzky*XtETh9+0=E$_=QP@* zs4ml6U)!DbZo}CvKW~*cs_mB->M& z&NKebCxCN=N$aBNwy-lZMlSpCNf$ja0^&0RgcKBtnnW#{4ZO&($zcVhq2InGw``r~ z`x{bCh6RnzRKI+VBGJUm;NKr{a(A2At&jsZ!rnWuHduXFt*ei*Ua%j;s2d2amRQd> zsNj*ek~gii6K;X;EJv6b(ejg32CYrsg@Na#1wK=~a~#3jN5dVzFzC6MSp?&vXnb)# z6``YRoLaN*ut{U5SA5SzIIne`84hQBVZL##9K&;5jAv_1XRXZj?r)-N;x=u4#jtvtlgj!qWag*X!D~WGm0f)%J{~wJ)}T-N zC!A1D(b*TV!`L?N2wp#L6 zW_q5Z983sN&aMT-94dk{97!)9QQ;FNk6&%4x6NBVaA}FJa1H5Ha1!7FLM1L@I+Etl z9?hGxX=<`d?-~|M{2A>C5E$=Wc=13RKKA1o?`>L?a&U}RUoga+>-w(v$f&w2yQ6ll4I;^&JY6nGZ zf8H>MJ0&L0n+39Gp}e1yLcPnVzv5jpjAkJcitU1>34pbuF~)Kwszl(OuWqEj z?Yi3<)w9I{Vw$xIIs7SLWIu4R-$iXk^KMG&)f%2YyE7kWhZofA>v}ik?kT++E|3h>3~s^)BjQ5YL$&`FG*R}PB+!$) zbXUw0z$tDX`@~y(OxxkeJf8h*?h?z;KHad@vq9Z}pEx?0um-3H_4s8QeEbQI;N5|{ zu%j%JTlbU89yliM#63&)pA8}&Bi3;&ZR1G%FlcMBVit5qH*lV);T?ouE$aNVhl<-A zqn;b`YnNPP<-}o_Jk%v8modc}2cwCPn&UZ=zR#Uq`NVim)__J9$JGdq*tiBki_S}q zoo!5SYYW@17`2yY;lrYGMQYiMT&KXd`&si}Sf~*R$#VffjsAim-f68GVQ^Ugfx!BHjz(!r1KeKQJ~aXhdMg5B)`9Pa{)U@_!@nYM-Ad611!+Y zOe02sA8DwK<=FY0BrEf1`C7b?%ikBP{xPvk3wAjiF%UE(XAnk-Yfy8X^s5NQI9yC= zdWkrP!5nF@;tr(<3fm;>Fue2gEVKJX4F3z3pDM%)0HCItuqrC{B^(RYBJNG+xvFh_ zKr~U!;6{tVhaHeYGc;HqbtsQsA0Ku4N4(Qis)m0gcjk|fd&aAXzbdydc!8go=RF|t za&h~KZJ+jnQF+C@14b&FKHmYfeVwDNlQ5{#$(6mOSaY#Ubn@u~kC|4V$qlPmBoL1o z&H$f*d4mxRc7$x*v^qS9?q^5yoH+`sIb3{mzw>DAy4g7$!5y3<>a_QT(;P_8#O(UU zTe@O?l2fV?6>r#0A*QiMkCu1<2a185@%K0IUi4mXy0z<^tmI{ZTA#LM3+}@94HnW{ zo$r`=`=XEq^e^Ofzh~`@5VyqpOLJ&e!J$~kKv1dL7%l&-c$tu4sXY-Oe@gJq61qno ze2)*xNL&R5SLz)$@D5ul5tI_bC3A`qFcO@c6a+G1 zCLV)C_Jx@*b6orQXa_h}*S7lw%L%VP!9yG51n@BO$JgU!!=;U>gA@1Fquzl>M46rR zE;6@NRE6gO9?Mgo<~g1vFA<0cz=VZ~#u{_K9j)n(wAg9cs+9l0jAvziH|GWJ=zjM- zAXJY=Mp_7S;+}|UeCa}e_l0N#H$7eLxg|}Q6hL7Oz+W|(B3qXsl9xyN1(#IGVG|wF zbfRN=?&I6fl*%3_XV_3ed!J3AZ(?R14zQ5xUZ`V5X>;xs%fAZzEsmN^!6QXediy07 zk@P&*D=F))Epwa+{&mgIdZybTKGf_{>BRUHW8Q>KD6v8+=zpiWzP(HikQDn`NXnJP ztqg)aA-e&P-J0sf;BB5?q~zGl{xL7AchI&{l4;)(ph*ZhOuRkMg;O4=dI828F<}4B zOu3{_#N88?`B>ZtPrUl=8xfo7%hID;iiFS zqPTc&XYqk-_pj_4^-Am-V7dz@g?RPTufmWxpt$*pKf|9IV@9_-hBitOtW;mKA`hVO zdmkq+0BuDY=7n9xvig?fT^;S=nKPz{*3+cDI?!DE_4o<$yR_s zX&0a@5N6+DYWfQ!XmkFo1t>!PlIbh{RquKO&mY%*huTAo`;{fT;4aW;ysYIY!hE7d z$Bk9Z_ft0C?`XNI`^w@uiRSLUhVF_hk07U|2ius$c*$p_w4^9&zP?ZrrGd#{Quai_ zM7UgZnE58|&^&tGFz3>_+H-5ZzhYI_t_|gDI)~5|lq4Ge`xNUe6_d{#_;m&%*gb^O z(~*m~Lalhrzoa)fp8P+IgXP3H*e94knScdjO>8~vq>&F=8Bd}Y<-J3k7y(3rZYqtW z)y@ST)Xn4oxh;pH*6B)~hS)L++6({%3Aj-wrF(0O3s+!ewq*wzysJ!g&owRMYz~%|WOSuEPKJJ!L^@ zmJcB4l4`_qv;|%cL*6=Jeqz$%;V8ujciTum((mf-BN+5ow&UJ<1l z1GuTO+ft>}NO=L=!qe4$X))?30+2J!;R>)8p(?FiybGwzT4~U+y?o@uWUOa@&2&o{ z+jp4c;OHHzvqZhYc|a|Dl}xBq(QQxDgp8*@Z}b~^8SYbffBmo$|FQmxYBKwLqr|jU zfI|&5um5As6!Y@oPO69Dc-{Z0;Q^mgskBN6@&D(KaV$>I#VGF&*r#snir@|+iLxJF z$63gaUw0l$z{J@?WVb=-98Ueikt78kC$B$0U&f?y}isTrKC4FDzf9-!q~$ zY_1z9m;HXQBaVkp6FhHUKzmselw7U$wuBy=l21sW3aKA>eh5)vWnq^VMhtj~4dzWO zv?l70hG&-khbqVLvYW=9NNX~iom$}Iaay3xs&yV=5flR*WiCDxls|4DeWD|&V1?M2 z$Y>T`hV;fSkj1Z%=){D$q^t4`^+;1ri|QS-AGqVRBKrD$hVYc1S06$X)aA3n%Gvzz zTmHHoz8DzK<(5GKeE*&1IF07G$AVoD76nopIa?iscS$oq0BIHWZqmA~HCxRh7adT3 zYGyOVL0^`}^el=Uig$jY><0*ieU3-QWDN3I>6NAC!^!;$iWH%kEsV;5O5^$wEw5a1 zY586QnSEv$FB-hKa59q`%N23YpPut`T+sak&{1*RlJF3|D`{A}^2UO~? zcL2}5%u6*umXIXvmjYR3>sJM;BizustE)TPbzKdVldx?QCX}e5dy|q4&q?pSVh2s}Ey@qwc4h+>kq5U7+;P+;jv+C3 zj1DWh=}2Y7o+&cnGyuwAw_7-sRt)h8Ge~W+5T$wraXWngq$;^wp`PJE_)A`gnb04u zULUNoR>F+|u^xZmr!XWiGMeubyNV)(59xCj{~!9>Xj!5)c@l4X_G#9b84zSV= z8EA6hfKe$PN@unX_3b++qt-(fi zaGy@waz?N0*iuCa^(gJ|H2DJeV|{A8H{YbNDI8WXaft`}h{(&VXKu$SO`^>E{EP44 zmS=fE4_spUTtW;Ex)wgfb@YA1d*$2r{V|-Z2b>fROd)E#z?{&@0dXld#Lvm_bD%D^ z3>UT}Mwl?Bhh3Tih0)f15hG6UF-QQDAGjkb!hxKS`(=$^BgdK7Y$xr93-jgP`)H4% z=>O`SB*gjl-`O|#F-=7H0NaiMfr*N>h`23yUqZW+(;})Zrg`C_=*95rRB5Wo)Qgwv zsp524akG~hVoqV%vvSODl7kH+p+6#|Hj1MBNTsbXV&WttG(LXC8cM3T4Oekn5b@a- zl`qD9nrtLZhaVYy?QwU$Z!bxYuh)l%e<{}l=dD9Io9-ouM~dyEp>+L%S{33BIV$>N z5JR00C+wz0h%&jY8|d>gh;Ao5!1bdqt0DaG=0LR^ruY;q;iOpTA5*T~FSLTAUvDxU zPD@vc{0ei8oJ`c&k@!I7%P*Mjb-pSPZrd_HzJiAsZ$Off-BO|aX8X0%{c>F+nMt;~ zNy=A?-%D0;y&}4r!(j!X5&CCXwPmfvuzPv^ZSF?`;0BYzJ39e@OeSBWb#SDa-0ZhI zMfhAFVoQeQdd0^h=5^;VTUShII&jV*jVsa6gcr}8G#NOb{QgNUDx1J>E_)gtYs3d?H)wtB|uHkle&X5d0?l&Txq5n(`_}n|uu* zQVuMvt$I~#lpS37kIo3J%UWv}6G~ya63~7;{y}&p4g)M&RNg14=ubU`3b*LaHJFb< z;f#017pDph=6`a$spAP9FYO&G?n?CK5m!eYaM*u#yhFDBIi5f$Y9ZktM`u^R8lu+c zr%UGZn*}Zk$6PBTi%Wtqd>g+N4{9K&zTr|^K~~~edxy7F?b6|UytP4J2i{v>Fi;Hi zgUAq|pdKeqT{gTudN^3?`qqQt{dt|{S-`vM2Tp_dCi|iGPX^TIKpqw0@lRtQ;Er&p zgX8}Qr6sl#X&oewj*Wlmaf=2Pf8ZnY>AYB9qQLNu|Klf*@CUHAzJL(-%Yhw+S6`#^ zLv7HNpD10*MZij%BYdpbx|eBI>sduVIs_it7{NhZaA+jv;%(9LTi2TDK_~A?X;cMT zv_9(xxP7EM!sx)wshj!=g&MODe{o5NVnKcwcZPCJ8mGVd8Z6P*U_zn(s7o+KPrB6W zFI_64A=0z{rGEcgmuizPb(kuwe^t=@pI{t=`B~vKP@VpnA*h1*)2ZMeSlqw#wcvhX z*#tKlXhU{cg6}(_WE00S0jsOLL)nbV*iUx>pq|sde>k=O$O1<%n2rCW=SO)T9wPp# z!Mcx!TL(S=@BXjM2QV`KC?tjr;-^1Z+>gUHSRnuU*U*Ou(#ojs1mv?O4sNxz!RW$@Q?6Tz-S7-d>Y_oVsn#pAVLv-Cyd ziC;<#OQ?n}3Y&Sy9`lag&=!tZz^tL>=cjlA#|9qwlL^BS7BX&WH#zcF~|||Ze1-={NA8+#ZGRV{lbLVQU3zoD$olJb9QcWuwIH4(i9t+ zAPeNu+7uDuAm$c0aB9c(eDG|=ZOq(v%}$bTSUNT1yF+aX>chTKAawyI*t5V3$r<3X z!IPxB*7i%$Kar0E)mF|yT=|XEVigpRpix#cdoK`w@n0VeQRR0{v zIU%N9d6!W~&P3~`(ZyQ>nIW#Y0mSqq{j<^58sXKG8se8*LKz-WGVG|Li|R8lB^L@# zY|b6qMx)#=7~s~0jTf~`xD!go?NsF>UfQdCEfL@PgfsS3N&9_v1||ohOddcR*5FaJ zeWiU#hKk!ls4y5j=DVTc1>e`lNjP?Y0M$0FM3o#Ku0@yiV*F9SFnX zHb0Py9neHrBL46bui>6ufV+tfkjU9rmv7Fi=Ylp^dw~+$-`SerWUiT!%vj%=<}ZHs6DfG zfnu+T=L>A4Pxt#l5{B=qePSJ5pZ;8dmceNafE`9GSaOdB{AlEqs}=Sut7z#I6K!tD zu$yHUMij3`($ERsG>M#}Te7>s=5U;|Sv99Cdf z20t_+@nfzdYpV?pY3+2+ixJJ$U8di+w;RtPFPMq_$Bv%R58W~}34pT9FpWQ*txN^f z%FlpU#i0K;uwBUJhWA8X5nmM(cNFfB{1Y}}yX*eBYM-zHK}G9Cz9PU^;|aY%O#&<8 z3lEfVPwJT9s1B4f6!C29@=D%ne~EbLfe`R1qeaCfjh9c{Zhbes5x_^yH7tmLJZ`;7;qR2 zStb@MiRk{`0pvm~$9UU4@%G@1gFi9a|LbQgLi|t4RB|w(gHKxc33Z;>u;$`1rwQau zL-Q}!uoEk}r-E!h-ei9m`n!0PgL)~vWoJf2y=a`gNiUXkhgU(rdBv4tS{+got%q9) zLS+M8J-eHK*{>r>_g3$Fw-`B4%e-s?l@QO2iS%vT!dggszT>{<>X5N!Ahi{|89!FL zdf0Ht$2)zK{L9wxY9!`7U z2B%l~WbO6^?lQ{13Tt~!PXSpGz4den>}YrFHV)eCG(}LiA*~;;=IoPS-Q!&R;Gu}_ zv-qexUIrUPSfM>}tb?7T+}V9lZDxvuaQ^%?_^CcEQGL1)Eq+5@?J+sG{lZmk!c|e_ zTu_yh{{TFMIt0fg&iWrD*#eUMYy0nn!xngtP|+pcmUTUY`3t}1zi*%Fz^%#G&X_pu z_ARE$b7+`!hEk#N`!z4tngt4E+};8twVNbe;IAtCi` zx`-Rkit1Yp)7aAZ+@Q2@mkLZ83RBSLecGr#y?YXOS5$_hasDf(c z;(*APyO5)Sfxmo}`^62W3Tq=O;Wr3To;7V>#vg0Bn2AMW4XEWg<4O$LS!J!ijZ_PY zhglb%(}KEuzwHlniLL9Jn3221dBye0-a|h|xbtS0?L7X*sx_2}O+zRIf z6=-cOKbNLTd~vhBbf1%k`TDYf56Kf91kc{La&Nb>K?B&fESy1xbl}W@QoV%m5H@kc zJ{9Jjz4gCK=QcghcFTBClfIB6uQ14Ny$&3GaVewwmU~}HV+SJiP9w;m!d*=#AMZtZ zh=C40(wH6W+59BeGr)pvPGq!tM6rR#?G+BKIBSq`r29Nsa&gDB=8}E0_ zJG^}FX!!L+bkywE*WTji8{(L6S^pChLh*?69L~M3JsHPjaoAq3I+$N;5?qMZs-I18IH;8mYmR8uLq+%7z^GIHe>R^jVkvq;-~qG zmzGGLvMSXz`~JH518!8iTq^dr=8FD&LCc&}^v{ZG;Qt^NEW|7LbAmQ(7i zagtY&xQ*EF)_rVL)B|J{+G8_%I$2@vbn!X3qw+yd_uac^!l#`|?wGCCg>@xnnLR^gzrNkBZ>uI}N50C@;*Qgs4_p#` zs`+T)#pl~2Gz!I$qr1{k;qol1^MmK#+*{_lbJ!n^M$Kx%#_t0xs7?c11{rum)pZmDMqqsU&9nHob_qEW5<4j%}k)2b# z>ycBTR)%A?%w{6ihc`at#|@8nSWmIVB%7S#R-1dA;&)V~zojwhl zp;f3(3fZzjw?<-$Q7!{*k2y!wW74^wgd-{H2$~=kHfFDFLvHI(?*_0>gbp}3%;F)0 z=A4=!8kG4W{jn*FBlfUF-PEPsSA!21+CW$$p$T)S%UUA7H1joQWm>#E7NFSrEAX-z z@;)m4b@v9?g$tjtk76^4xkUhCq*HT0_sQs9~aa+p9}9jl8y$d z3C6U5Plz!1CcOaiLo@|RL7;$uiZm=vw1iZp`Ghn-4dlWc) zgZ4T6?2Z%g5Bm2f3EuIqLoiq*=(9LXo-q0NIhEgEe6&9wJpb&QHpR97?cbjjH^(;U zzY^y8f4Swa&1S$me;q9PANFQEV!(-)O&47YW8MD`;4gIO{*ia#&t^X#wC^GR^#SfL z-26DyupdwSSEHMo_>X+|@WT99w#gf<TLWLoPx)w^usdITrIMTbrQr7kY>*Qlua<;*PHWxTG|)&h;< z7nYq}Kd12J&)4(E6Q<(J9hd}p0ti8yv1nJz^idTmfjDxUGmCtAb>-{^pyZLDFY3po zk&0Opq`r9i1a+22l{;DCPK}DvS|u#wbsu{TCp}-H;Fi*OCM3I5V-dC?dCI%^bd6v{{*h_8>PJ3udC-$8n4_mTKjz;bL zH}UMOG`nDV<=T^ksst=Slvk)~hcpyDM_K1M%HCVIyYo2@Ht_T}+v|%3zScNFerOg4 z@$ikb6PoRP_7*(!GByf#cMiRz6PPnG_VrTSZI~FX-{|iG%h$Ul3VI0M_$M=&4GpMi#_l3rn%(MmzedLgUiX@UA1#-jk=^QSsPw@>$lk& z>jQ3r17>}Sn{c~4;oIw4;TLy2aIoaeTwYyZ|J6HUk{gcmg)stpDL^O2z?klRt?<~Q z#j&Iko5pCj1>|lB`-Rtz>KMi$@s|7pHX0wJ3}wVe$ltRYaBn%fqdncgKw0nQ++yu< z?CqGytFwXdXDF9e>ksspmJiKeeH<>z%$`x5;_jqsdpuWdcX=xJ&btL?y?X`DslmCf z>0EcOcf{R(&NcsYt|c0ec}`Z&-@)uUYfoIs8M2|ilL*5iLHk>D`ljQpAMjeS&h~j5 z#J59xMQ>(tfngEDRQ4dDsxUuE5UuY$w+ORYWKIuk5duc(6l1oT9|YIj6Z*`8yhu>U`y+7rdJPOAK&*{a+(-y_oMOH0ZYAV=xPp!G738C z$I-x;U5Q-!4guhiXPaS^sN}zIsM<0m^{hUbdD((@z+jt>Kxf3)HqsENcb7aQiQB0L zQI#_4d5fqCO;!Y~^=RZ9dCIaxvAv+*R=rWh8(o=q!4|wjQS&YNJkZM;{fz!^xiV$Q z{C1|in(xXF;8j?99!7u$jw*NTot2c!?yP@0m!|G<{|nu0U=v@XH-SX+|zc>w^WM$&_7GuA;D%g=<|%N4vOjpja9Mln-Ik8 z!$Uz)+Q|B1M(e}zJMj(D63;KlJ%nVS8_=8<$wSwjg-b7L=dG|(jlxM-%)A3=&!7My z(WD5_RSdMivnB_L1Z*+5|A!+#oVKq$8KDG6^625#kS3mWVd|RS> zBiIq(F~Z)P_hQ{krCEr$%ize}RTE;Dd5e*F=FU!>2IK>{XD<`_e;Iez_Ossc&A_PD0ykeK))}kzKQ(=E5vEJ&w8ISO7KHbhscOB}4 zbi&>Dir#Ca+$u->`-N@fKIW>OK1Jcg>vPfFFy;@V1c&B}d;gGLKAqz4R!p9B4O4c3 zy`tYv@5=7lc9ztc+bp0Pm<6mLu8EPj&W1nii0q7Ld(zVu+ZG)3Z=b&hnC@V+O<8RP zOWBz;uinPO&6BQk*uAUXH~sNB+{}+uMJ0j%zk67-k8Mc6t90!Qu6_ogXCNaBTy3aS1cYshB+qh_s=L9|v0bA4o%iFt6Z9Xa`S`j`e^ z=RW_K?rH|Eb9)q{yq6(lRegiEB(N%9fA$6>_=$H+Fk-NC$bCuL5zhrq zCGz7QGwxU)vmkv!v5J0ZuX9>cwv1{T!HNFF z53gt6dae3Tc*FmjGsk}X2k;j(aKy5I&L1^)rhO`=8;p4XRW*9t_2TTytxUkrm)hc` z{8ghpRJGKJm$+Pwv(HnTj)b_}=f3Y=)2RYH0|w7TnYXHkA7Qy%Arz)!GSQ+ zLug-JVFBlJWXpsd>Z6O<9ECrg+sj~^zmGIUMCuBr@SueX=g0N2>Ck*cIDBTX@P9=| zX!rd0F*P^WliqL+VF8yoH1$!oemH-${sKe=cdv##j<>Z9XqnLU$M4CHlz0QLvL+|? z3{_D3aL4vlJy^uv0U|pg6n~gVCYVTZTk>SLui@gfmKJjGt>9jd9*2m#@J}rJxCj_9 z{@u|KT-16yq@Q|WCQX8<7}>Yc9v*cV(Yv3bP3v!W!xZj@rME$Qi1Xzl-_Zl2@qSc? zI5Lb)K_eLi%oVwXFvi_H_QVZ1AQt)URA7@2(IQQ`IaK`EF1TEXn9Ze72>sHORtbuP zF}OR6L!MGJgx#FRlzGDuz)U)9_rqHf$bE8Np@wy;SA*ivJP>+DyMB6=*67J{88FS&4#deoh zvoR5ZdEcHKoL~p~n*#;6$a*>8#IM(^M+eC-#wG4CunV|)LM46T{qE$zk$M$bjXCNY zqBHm&0tTa+AJD`z$ppx&`0w`!m~%M@b-F^Ni;e{R^}D^#c3+{l)|*u*F2BXoIN#8< z;l9z4^Jx*@35$ax3L*lHU{2zd?rAKHbWZlIsv)1o-cciuIr((pBCJ^o5BL8Adfsc- z+n!tKh~oEOUjpCretreZ5$%GJvfkOpQlg*(onNL{fcn?g4Gb6J%`JM}%MgtDZ>@g5 z7t};#OxZ>uk4GMk`%kp&#c?>0ae>)QsL><&yvi)N6&p0jdhno>9MHv*oJCxzS=OhC zzKwN=BZd-<2Iz9f_IlWj?P%zEV3>!~a=AU>eN+FBUdbHsIf~yK^+BqnZI>M4+p+Dp z$`GMfHY!2FDzCWDjMEL`=x;?6Jlr2s1nc*+L>CpNz8lc=Vt)9iD;GNt%Dke1OF?Hj zDKGO;N4+Ja@z>~_*RA{7;vi5Gd}m#P2wb}>^Z$#pBP z?(I)DCo)p$4(}6lfepr8HMik$wksu=qCuSu6-u&+Mu&@pIhqI+`-8-K z`S2zlQX>x+{3ohbDE;Cu*_ShMJOkc~;qp-&70vQcn73Eh!WvyMdQCAm9$Je-)V6~Rz!YhkN5O@OxUeSSCL zKVhx+NBd=8%w0W2&BZbA)9^1Hu*(dQcL07X+K(O3UtJXTskfdSp7ypYGKjwbH39z# zU%hj;Q8#JhV}K8zt3AAk>9;wb!_z|2^DE9JSVPH#{e95Gie1N0z=ub5nW$^cPwOZuk29vdhz_^Fe7JQyp8cwp;tO{llPd`pIgd+G&Fe2V${ z=lk39K86f!vB$PcA9Y?H&SdC-gY{x@GWM?%vWsLn@iFN8ps$=#jW|Z@<;z;1R2&O@ zEiI$(gRcsYKy(BcU2iYH`Kv7TN2jy9;5aUW=h}&XiE5)ojOX!G>#n`hfh3^wD6qgJAUw(P41ox=)=4F zV)uyHgR-Oql9%>!o{$#GAY@zEOHifZPCSbn6YpDe#*1T*X@?K4Y#xZFH2X{qm?HOt z_eMLS{VfoN*4$wZG49+I8JPE(uySZ{;4lG&f+!9bh??JPA@EB0=6sUVr)#=5`V}sr z7Ds26q@PPGXK|>VJ?eom5NENI_rSlv@ecr6rxz3OjJ_ z(bF&PR`J*;B9ed;?}!1a2#H-oL#WwQnP1(Yn8S`1m>ZQ1KV_90xJ!X~T9H};j7id% zAPb;aPOXOu4z~J6QLx(RQx6#G;8fw)lUH}M#do*nPxpc<+et6#RljPEQ%-d@(OoHJ z6a$rz8D1eEE1L7`EavFM?H+q_j|ukGk30Q=`iaxKc7x}HMH?D7!=%%_g6sYf6&IGl zIKvIj5L0m3Q7qO{7T8;GlTV> zi5}}Au46KXpuXy&mpkk8_~_-B*>3PF+-n=J%)h(S0s3F#-jA*GfCF{K^o8Z2m)F29 z5O0G0CVSp}9au+7?1t^tfpm!vdT0H*%_{jx)9cNd6%4;91L}3FQTS4bJ=3r>3ns3z zbV^QaZb9^TEV+Ieo#fTyEyV1Z&6~p3@2{^w86@I^=G#5&tMZIFAA=Y@lbgb-omZ^` zKba$Hi&rK)+X(=DSy10#-`f^&&wz8=8I5$r@6giy!tXtYLvMPi8;8S1VRu3;4tHOS zci=5c+`2531YSU{QNxnq$9wOlPvhWh7j846XWNxm`yYNKbKWU4TAt!TN1*fDwHXGB zxXht9N7S-Xw6q0BZXJq~2^BVW!E#?8!2kQx6N@>D+x>V5!Jt@k=g_oUFpO` zra6_^OVp3yP3dYfu0IaAr9&^oALpo&4eyrwZ+!z1z`R`qTjd7m$H3FH_VldCCG#)O z%CYaf(@0{;=1CgXQ{#nPO0ndlpQ$2IMaQUb;;X$%h#Jue6vP91+qf^7*jCb9mREIV zM^RC;ww^z))QLZmR z4_Lz3H_i!Xp&4L^E1}mSx|w|j42YOmdvFBVzUPhe=J*z?d&4_BNkRKCFYQQ>bh5Ig|8Px+35-B(n7Z<5q)x6XEikh;CsSv{<=VQ@AULDYfwh2_ zP68M{I^wbiJ3t zUl6#t=v-Q!LoeSL$w3GKFQ52d-B1cNhDNNR?6Ym41X=kI{q8-2pT6>r)k*nm`ty)6 zW#U)alaz4qYXiPOQA2MHcG00<{A`{J-3Kk~DsM;gF*(WBvzJ6IL5#0}&PJqbChuV| zAdqb#LtWz?*e^i93~`F8x%tkZUqcQmZOP>~SpAj75O2{)@ktR00rVa`*PrW0f-NH3Vyu;V1%9`lpYtDus=Vadjv2|qnXqlkzr7@zb(_t|oDwyp_PxR~{7o0jpE;#gwOP=c! zf_GDW1Gz-ru9Hs|-J>7o$1d0KMj{sa(jo)Dy)*LxKy!NW!aqMJxGsOidm_!(_qBM} zaO8h+*Ws@Gfy-e?gBCxheJ@b1g;B6f9qCk$gEdxQ>~>gRuiy9Q32^2RJW>U1L}aHC zrIWFx_$JK`$mcYhfANQ9-@LO88XK?QG}yWNfM)V2NEoI7U`rIlh`Hg42VuWAkoQ+P z=EQk`caq-?&+-9?;)Gr++jznD<{e+N;X3+6kA&x4+)x!k%`UhHb07S9-b3eb=zh1? z%l*wb%`SJ!J7z|-?Y^Os!MO^kwVmo8E-q_}RX#=&(r6DAB2HJ(OILi~=n^7f zjIFTAs{jk4wx7UJe2h-oCX9ow#~9$wTzA)a)}Vfh>M~&SXXS5~3Er1g+#NK6nPE~@ zTwdr@cHW+%*%K9)Gx`C4HVfc$a0;K8nbdOzu?JTn*#MatZ$Z7ae3N>OZmAIzv)iN` z(h3a~cxPh1&;7L3F*+3Y?GHcuztm-r5j*j9BbMzwrc~An$Sxc(CiO1kDZ&NeRh4)RnNT^8e=Iw<$cB2dr_T(gBK0F1P6v^UV zKHh7ZEtx&mu)0Im^80ypCl8uP@V9|J$tp(84ej1}UNBR?Jtot*SRIOs0}$67SvEs?WaAk={VPdnzYzM!>{#pWHN22E}9o7mJ`VdjR=-Et@PH0s?l zEai$nVuHI=I8|-w^aT$GeT?s+4L;08zgC-hc6KO8^*Oc!$T^g-;KLLeODU^ zLaf@aEjSFlQzhTM5AJ58WS&wkhbOhRX%>b#<4}=+q^N=sXgues6XVs*95!vLjRD)0 zFut$N=)uvFBUp@x<7uz!Iem{=sR08~1y0Xt<0G<#4~-+Bp>MCo=4fy4`xSW1(9oPi zbxw|iwQg;|;SSCH%RZqyiP0v4g7@~f=4*4CaFy-juT41tuho3c!9MC-r0qT zw?La~);hbZ!0w(wb4P={1K_W|31E~Zi?M(R_$eb`fr2W(PiRR6q2L?-5_Q%|NIB7* zHx=p?RAgd`eXfmtLbcO+tASlZZX;WfDxYtrhDCL~BL8$9M0ODO5<8jP8D160@^G-I zFH(CIS6zBLzRKXE>GhGcY1d)1gtu;4t{$^J@%Eb%`hTpLxG!cIp3qJHh~Ng@Uuzp zQ)|$e`gMW)@L8kx>tQ7|_?`9zAO2`zG-j^ait~eW)iKXIuTvXE3G^Np@U%g|?3LLA zv?%WefYNyMc>4}%dD$_RdV?31mq8cJz!3j#QWSQnc5fEF)VW_z!Umk=wj5!zbpBhY zc%D13UW)yd-q`y=E0!l+s2-A1@rVa!X1wmtd(CaPZg)ce=u@@V zF!yNOV=yTOQo2K#=+ObbwJ4#%2aRD|q-m)5K2w`j5oH=eiP_NKN=p~#_2yv8?+a^l zD=M6T6OxmPCL)`keU}Sr%}L$ijqHvCPAA0r03H8LyvZT-fGyspl6wat8zQ#!oD&S^6Sc*J#oeI|;IA(g zSmxH7d#tnSIGI`cu6o2#`dNYOJ-v&IL|J?cNQ+*A8k>iC2D8k|dKENl0h6CG<7dhG zATx)v2&?2Bahx*e2^aF;qvGSdo&+d0ty|o1<24Sff%BL>f9?SoX#eUSoK@4zr+i%%a&q8aV8m40*kRGe|Lpo3@ z0!iKsrNH*=<0;kW_5_c>lZ)(q{jq25*ifm^>%sPth7*mxb5Fut?Z_(TEOF}{`V%+J zib0TUWjlW+n(s z5EmYt#0?MZtHEfxPr@$IxhXeF^c+7HnP7qpsUH#ULWrrXl=guh(SY%+wR!IX{~Ma) z1#ATD$SR;`uN=fl-%-c7)dF3)ngOJdzT$Qs9oC>87U)R5E1bQPwoHxqGgw^(ve2+e zxwY1>H}U=1-T4FLIXZnOkLf#j0oHb6>{D2goZ;bu-UVmV4+UiQ>aL9FJGg6)23AEU zUM;u+4uh(&Rd&rvpSM^W3=W|hd^k4e7fh=O2er2GxWf_@9%fJ(htGi4gCiP{R7N64 z3vqHH(as_aU$6K5Y+?4%d|anabFV(yYFZmeVVn=gbrQ;*reoiv44aUWeZzfPps{sX z!y3Na;E>bCfQAw%p01=s`*BGW6?wM@i|GxoG{0L#@Z2PH6=$qCyQsQVhztD=bZI-| zG!Z3^?fX#efZm826mWNy1!4`jW)QjHlpy^G2k9gaCOb*F(dF}@=JufuncV!?UT zT1#{1db>gG&Md5A1=}i+)RE+xd(6+afO%c(qA~8YS(ZbfoF{95Ys_p zjimH3n`nC+=1kq$%M}!XSQC+R&87K3!$Lb;VDxT3$I=&-y?#vIES%M;af|Vx#YF7a zAGDFrInkgc1E1`k_`^+())Lw;{IydpA{cGN`ouSPwmdvj2!qrJSky8z8*r@f+f^Dg zl{Vzn(~$&`J&R+mP~^@h)34F|HAEsJQa1nbJ=+uuG*K_Y?}>0116OWbM~wERFdGsm z%=YLAQ9AU3j^5+)b#Wm+G?E%LnVG(np1ybBH(n>8hy8t_-wXrPXOJ8&*Ry70%(Jg} z^1g=Coa~D0cT-8z*$l(?^sTm}!y$immqqKr*@n$Hb+ARH?Sdvlmp16mL7iLReY=m$ zS&Gh_w|OxqE#Db%*U6xba1BC^mbM@HxBB&=_v<+06$*J402Vb+w4eRy{XI;Lk*@E> zPY(wCrinaR6p6=%jqHisbPv2i22X9(<;;3cbd)y50RK^g#`s*uAuD3%XsOQKB z?HB)Y3hln+=aM*>`^~+z^aeNuJZ|;~C)_kTbz0#w4JQjHcw?qpnrua5HMC;_X2MFG zeCd8OsIJr~0E~r0;a=~55F7aC8-+jfkpDkKJ})Z?FR5sxgnHp;!CzoASSmCdhqHad zo@zt|gfpKcNaw^e416So2de=+3dT43y@Lf|5^|Ej1`ySN>7aW!y#qPJSz<&7?|;@z?uL$M9GpJB;l-u-uaceazo`6v$U{=Gdmj zAH)b-vfD@5a_D4`8|m@9dMof0*{&|+GxgKU5y;$M@UML7m9n@*ndEv~z^w#lgMx)x z24KNtH)w6(_oAp(zzqg+_#~tST_IH&N=%;Oq6WV|cRAt9wBK zeSer;o9@ZcJ-gI)goblqA<#hU=rxm2_cH|2Eg1#-8Vxr1J_4n`iiuA+qVbvK$eB?W z?>Ao$y3H~(rRA*^o*O4vMS2N#4H{&^TV(3vL3?epepW}FI}kPQ1lv7yPC}9U1NVG& z`PyaM#Q`agc(|P!RAu18Kt3wyTLu5a33dGC8FKY^whry}tc&a9y7&C$?8L!8B7VUN znSq1OW^@ZLB(%`rJ(|^5<)|3j4JnjwXnh-hmi=N~6W#>h2-8D*i_=#`YfwuUy(CP) z8frEOOMr&ia*QX5rc)>Zpmn`-IdhNa{H;eic79tnpxbLQi_x3S0f9Wzw= z5O3!0q_O0LpeL{#Ezt92fX_wV|6soa)I8)oF9x;7%uMWDw2%ZNFmt^#s^d3Sy&j)O zU?Fn_yh8l8`k(B*X_uthLTQ=bc-; zZ0%;|%RIZqjul~0Gv}D2=%e>)39W+JxRk-g!|a?9aVaoTXJYr_ecL6A_dLKmvF|d2 z#2|vW!-)pQ2c510Wj%(zv?haWX@2HvfcHY(oc;^!bHO#%ZDr>2+R-w`n8^a^IaSwtRIEk25XQo~^n45A*}1e+(+!4=(ZeJ6AK`kjkIL2h?0++2N(t3{ z&FLEI(VI{Ev*;+M&lF*O>Fa?82D}8NAs6Rq(Q&+(=5T^_FL}>i=N5P`Y1r7dSt|tq zU&t+KT!<)p*hS)0402}m^$Cq+mH@Ome;&cmlBf3f`s=*H#57bj+yBaWaq0#UOhv(T zFM$ONh2fv43e0KUcOCppdYxdwzH=2#dm7PubatAr`;YDqvh079-;>v$5vECs8j*hC z6^~etGGMT+{_G8Jb{+Pti5BDjx|5`}8PgIGoPaURw-GQrAFeE{`^$_r-%^g-wC$G7 zGy2N?tGu}&v0qyX^qIgR_GJJtA4Q0cVnGdM8Q{jC_2#~`YBcwlrmpR@I? zxNGkmfEB`%|4uid#JCl81j|SW4qAEuxQ?E6X4MIOVb1Fwui`11ZToL6iCwV}Xh@!U zWk6@qA#tu40==|}-YI>)p~6tWkN(+OY+tRCKt~v?C5L;M;txYC$U&a=QX|>3flpC~ zy2Ou|@^0u4)ua!pVS=jo{#NqkKB2rGwEOsOMHqY?bk4Xu+7QahHol)$`Yyb})ixo* z*+1{%hQ>l+KeWwivzat<3+@j6VBUrGSLYn|SRxvD)eKLK@`v-m7E|Ei58?rQUdTqK z%567!RcjXAVYEznN2&u`OLUY1mpxeEDhJ;e)$!g-pZKe`F|xfM;qfv6kRp^7IEcZn z_eWL1Cslm-awM%l(tse{ zwSiDjKddq)k???3;{oP^1yq*;q%4-CDR0Ws$m7~L-Y+jMvO<^6oxYz+2onW_FGrz(9V+A@=RGHM}D=R z(arx%Pl8qp~rBUPOcp0Bs&AA*s6UhD6qk|18n7;y|V zrtvM*kIC_JPIy1_Td(vw?5c|t0rBd0_D!ODthmXFPf@o3v1=2~d;?UN*9c@F*r<*H z5L6t8f#R;#&|Y|j+YMmFVBke#Rj&c{Bm+iBWAhZe!IEw+%VKj$UEFKec@;FGR(JLa zB~Y+)+)DT-U;VoMA_2Vq!6^9?@{)+ge(@UpP2KPhCIXT8#549ATZhB|6zS(D!pKdL zCbF~n9U7^m4f(^-IAQPR=vta0a=s?~AO_~d*#2jAN23W2<6XBRJT3kz{Ud)PdgB@L z?k1iuW8(Sx(buN>b7JD;)9SAi7KXeA8#sO*Sdu>+m=p~oi1^`3`#H(WwpK4*+1L|DF51lji-|27mM>im-2eLvdt_wAbo-(v@r5~Vxens4P9 zl_So!)eDGn{l2&c1NmyGn1HhuM}Qjm$tsQUY{vsW$Jg27M#tbix8wK&);erd?gr_6 ze4Kb|^%YT&r_QRIhDv*One)u-!VzAMyKTxDu?cL29}F9`o8ZIf$h(4h-I&w-!Pg2* zLF;PIQzt-4{Yi~EX?X7wtUq&teGrcoJa!tNi1Z{vwiVUils-w#><@;8w3TeaWdr;V z-)OPXiL*1i4^`A0TEe1kkFTwXjsk7!Xn5L(=5l!z@>0|;!hPfHE@ltI43)1*VYs*U z;s#B^#N&x+=HBA_afGs!dH=J{<{lu#6jAIJ_p)3tj}@ADBlAquckzyD@_&CVWXZ{L z5~2sy@=5RHPk(?a<)EFU`z67fMY91LCGZ0vT>o!*E`P3N*={GGj|aWp2u=nq!3=Z# zr_Xv-YG_X0KV#%wC~BSX2?O|d0i|6P$klFxzhcdBv>5Yo>c>b|np-llr_{i^{>)#06R^u8AW>GQ!MhUB%jz;>~WMiTgY6FpWkHj7NkF{)K9uki{#P zP#nLzHumYzM*S%Ya77Tsk;sP+?O_eavURl0Kviv%Y`eVilPi>|paD~F?Gu*G(;0CV z1OR0l8F7#=02`1_j3WRyxLP5ig%`8%(ZT2UxzlB_N2;WpktKv)_JOBr_YHCji2sV$ zG_qY%rODAf)9x>*ypy|yFG%RB?Z+#54KA>{%t8S6BKrX{>VL+~i)_u`bL&ExLmhi( z)@&qr41PvMr4PHxByB`ip9~RHzQXVeZFfn2l}3Ck(-snm_xc=MUJJDFW0U>_J*JaA zaf)VZ$rp8GLtli@HXGaf*(1zP9Y;^$QkG$`2DWn7f5kF5H7w!|qZUv)KJp5*UGl=- zfx2}~*~eP6vPl=*v-e*NR#R$m2y}W3{tESUtZDM+OY7Nx2j6i>!R2l%-jg@HNHwNG zO-arNENb5d!;X`1t!f7X;43~(`wkG64}NNFGRvw6d@GKC+RRFj#E^9>DnoBQ;>SF0 zMS2DEdX5`vR#v-!v_vHUT!I*RHJ?XMO4zG#71(X7$ zK@9LOxChYHb>6_2HCv=k4%Yw)r06AACn%|d>jk8WOa|1Hx-M+Qrse`ISg@q%*Zs-L zjbJi^UmUpQk4Nzv@rn$bHt)d`xs1WIPyTT9cUcDLGVOWjJ0bC=<;Z#%hX5n{LH?vl z+GxbIgF^sq_VCd452W#6p`Y!CA96!*$T@QH>aXk_WX(u7sPM19{gxkpXpL+g>D?m^ z;E@!DUupeVfZyv8wfr5xm!E9Ka-m{27Q!^^{+8*$r3@C9wL^KvAqdxQBKn3A`Hj_u zvu$|3WpDZZdd{8$(2Eh;BM61Rgx2^E8|HjkPUvpVtDAPW>raOB)E%L)rbvK*FOZ+2 zOeCHRp@^l5HZH`E?t`X-ias*d-J6J>aqt=FVz?1m#07)kv zM@GB>Bstn1J`}B?PWKZ-{M|dRJn(r#hwqK-@88%l1+Lu6Llnzeji(mqo1@=P%u1o2 zc{3AUNHnxdP$(#Qs_ldIvPPHBnKT%)3v&R2AMT#?Ab+!q0<8Ks#d`Bcv0j0f{>NvA zI?VJwpjglDDIWPse_c6#`#Vsqe@)S2!~9u!XuoL`dl$ z!W3w~djtmJpkFV{)BN7vPikU2pLgcVGj^5$w?pRWM!${Ea8fAqzcf?g)`e3c;-3~k_&!5Ay2Hm#XTvkLF;XVWt&c6-JPxE z9e{i+r%IPaR|9k^y`vSqBWz=9g{Oc+pQU|iB#0@ExN)r@k*&ifd+Cog)64ss7w_z9 zHjEIDa6q5GT+ios`7X~}1G-;Gcw-OAP8Lq;9IX_;Xlqj&u)A7XX!dq(Hjo5JV;*v2 zy9#B>?O~(&J&z2&i*VOR=#?Kt_x%I|^uU1@05No3`4IO(K)ckq>sV4o_rCm?NOsKm zU90mPA4lH(-n|qFIV&AFs>K~`X3WBxEFVc|Iww$rXSW_W&2^pkWjBYIX!J7tYuZGp zHs0UW{9(_*AWU-`=qj*k8HDOZyyxt!Y8}&X`S*Q7EO?QNQd9;b4JO{RmOo+aYf~&2XVA&_s z@G*s@nBq4&Mm@fd5GOj(NWV$b^#ga1eF+z)7jCuh78UheJxa_T6e|2>2pxcOLP7N+tUDUvJJwmV6^DCJD z=(&KI^w)C%K8)v2^!{+;W`(Y>;Sgh%p>qt~Q_JB(J|Di~OVjrsqV`v5(VO8TnHDj! zQ}~A^ZX&&A(paplkMTaEnNXZv-Xp_Y>TpatfBEIt?DPCZaz~PBxN;#}R?ZacXD?$u zs5`Z374UvCOyVt+uMWQaL$D`(1zkp7!>q8Vtqzn^+67z0Bu8rxbYH%AO5`P?X`2^q zQ~r}}@SumOkock!7}d~4T5-TR^r+#Fikml{`~nf!p+dCFk_M($^;FM82QoUF^~!+% zH^Bmll~qG01pHB2+o%(j@o$&;V}^c;&BWPSnmF2y=DAG0N4jqv@I-GR^-xTIGYE;m zQ^%|Y&F25*Dy9any0D=GmKe2nC{KvQ&_PN#WAu@4KvNmy<@`ZxwMO(pv2W^N5iLSF zOWuPrl!1!uK|mW!XhwEYRLOesFVGGB{A_kF;}6miIrBT|b)`;#x{B?vUNYPDd~mUq zgC{(yW7+G8S&o+r1X@yLn#)HmGjURR5%Ox2eqOBS;o=%6a?%6faHqj{HlsI}ovazm z7_G@i%tOYY@wWBBfFIN!c>dhQgSuk+E?0!TUN*?9s6QA>pP1}(sJcwdB(G+3gx=D_ z4KbOQzSr_79m>7jSl(#&HJ6^1M#+Ey#)nJQ6OUTMl3G7{0o+1;-+4=WJ%pGBgBUC_#iZ0X(iyGIL4Z?YiIyM z;wGn+GrAEG^xxL2zo^LmtXJq`d?Gmmq{$WQ)%desalhBAiBtL~UWJ${Tg=}P!rwPe zBmfh*K${n#ZRdoVps|SzkN3R;P=-38Szb2kS1Ml!>%~kWlS3JrU)pbn1Yj=ma$>^8 z_lbRTd>I6RB?}8Mu7TS96(L(ov(M$l>ioH5#^J3Zidbc@Wi`&Z5}7kq5LOV4e=T+= zbJApmqSf3NP7CXEhi!kKGxBaes@QUDs+#&LipxA`-au-49E_EGZ%uSjZ#i6Oru*yppq?aT^ zXG%eM2(x1^e56ghkHG;{04;}z?NszaP$bKG%$yh~+SiZT zdYwAB@s8XKNE^TwsCTHtfaqFBMUgTW@(r#vIW?&eVh*+~>EtZ#Tjh!Om4(ZCLwfd$ zcx%85TdDcH$HnDn1z;%c2KcH5Z4=K`gulAFhK& zy$)@}sJt#9?$&*;t4oXhK{Gii1EY|&P9jA1o&7I>QHBLll0^06o8 zM9h~}V^K96GDX6r~$=%l|44`pX?C zI+^6JEieN}MM>ai3vh*kFciOw;0$GOtm2H=%*F@ohPB701?5~YwvnZDiT-f=%f(1{ zR|(igOwMVvr|GM@pZk~BLG?VDou3C&d868XEFc|+tEJbxxtBcJP&c3V!)F6Oy`a~@ zJfLvS1&of=ou4QYO~?!$%4-w5+stc)C+U5TTnE$!s|~Al{n6J; z_5&YvgGMU@>-h#1JmOXg>Dtjj!|1e+F@ns9mY+wh)7k{-54>;e~t zIX)JlLFlF88XK_(Jt>HPMz=Ll?;L(AtyE5~oDLc{=ynFDw%dE0RK0e?!~T>OxF*!Q zV!aN8#{(wC9ki+c2^aJv?~Ih0$F}iD;QAR2xFkGp9+iF{x9Ke-!nM5P)I?^GS*|z} zNU+MYlbbL?E(gM{0%**%=M&{%$`C!-wE&-E4(AMK(x4AsMwFAspUi2tg+_o|yG07u zP@f7e0ysc)iHk5t(gM9liv|iDs_fHT!(xf=sYMBa@!BQF5U^pV9}k$f_p*{>CtZDk z5WAcf2ZcsGzS#aq)$}dr`y+eAhx+q=Tc?Vhdbg<{aU45wX)x6fnaDBgWGi|Nye5_8 z_~?p~LjC!|s^;Z&@sOrmG|cWw!O2k@mSMCP7s?eCiv3AuVX(3Opxq6~5O4`2eW(N2 zf{rlx=tve6?DMhWAP}=Zf&tSy%A}C1_c!6Oh06T=Bve;u@6N9>>aUn<#E~pg7TX6( z6A9Li#u&?0F3=4q#h&jl{#|!oqk6VnqM2qrM?3sJX5=WwyV9308_MEB=W{EogaS^2 zYu|ZNOf?Cp;#|>namo(MZuyw=2N>!cxYyMhoIcip&mW)`1`9dllICQKX>Rz)WX$dO zEPOB`jubuA+iyvRvgag$-rTV}!Ac-caSquGv)H+}gTn+_KU?_J{Oaw`*eYvKH{d6X z4h+_S?m;bw91IUCV+Xi9U>7WkBDr-BHVx6IkvCz_ZrjfW9*>@DIG4J)Nc=FUYq4gQ z^h7sco_K*f2!C3>p8GAjxNT_Ra>Mh~-Hx)d=P*oyxxvX*PQJ!YZ*oVygck|I!xyW{ zFrIH~v=uF#)d-B(xCTIru1n4@W=^xU1#MT3+DleOpr~9?x9r1%T>{?jXU#9LP{R|F z7XsE|7r8ZbD|XQGzJOV>NaWC&|hpHHu|{SpK?P^}&QPEm>o5 zXwvFW25ywN1~lh#|0;q$4o6#>CJ}dGU?X)_v`~tGjZ!6dH@u&R*~9CXIruMFeyR{J zkpQ*lH+Bw$V+F>-d71b2C0o5bZGbmX&%j2D!G{A-hbGjZBh;Znnm!Tg^Z~>N=2Q*; zNKkqh(e9bAQvRfzlehpr@%ikL60eZ=oP68NTQYNAv9DC~X!@sxq-}9X&C88Jl}@fb z=ZNMF7K=tv{2*<~z9Fax> zlau^mjoTsB*d>qx^mg#|ZiTY;T#=kWCV7ZXe3K(#7Remf1|M|?#_E^ne}Qts^r!UD z1~CCRjH0m!3J)x8%q!k=UoGt~;E1Rmd#y`tlZvW{pzvBUZL)Jb`@?kx{Q`4{j!-nM zymU=Zq{Tt2c24mR$aq%ncXL?ciEgd$4z7ASGSX655cWj8=f^IItS_2I@X+t8EoYFy zBnJv>0De?KitHYTR5l#?19z)$yG^>g-zPX`=m+0^rqtdzF~cU(jN5KXZId&LWB`R+ zSD=oS-XZ&-xY0@A&w1KxN**Da(tCwirc!ozt)xeHY8ht+iJdh+>zQstd?*k}?!8@FC;r)a*nXt{dzwaar7+3x;@zALVB z08RtiNuSLUnf2d?*)i_2@I@{nz5pxk{ju$>m3L_Rn$|jY7V*ZI;*ZG*9u&xk&|DQn z!}(0Yi-oln)G~DUJu4xbcYUimmkP)@AG$`Ci#iZhm3(lxC}jz((Dnu;Yv#)84apJ@ zhvEjv@NzspXO(1-m$g_QDTq>mWPpIkeoM|oVk|pYz6m?DNQ*OUE?p~Wo^DTA)zwo& z@tVfLbp<4e6tT81K5)R->F{8;Xq2ALT;?@u#pCl!{RR#SWWNyy#)LT7-e5qP zm<3`@Y(pHRk#}m9Pfah%+k&5%B8h~)se3A|EFXEmZYIZwZ8;RR_9vj)Z5*MJH^5nh zd9m2Q55gGvH7~aqKYIohIQv#1);3?_lZF*~uTLGu4fLZ-Xk6W|X|k&N#IzB8JoO$W z$F=aXYKsJXKEeQ9AJnTV$jxkWH-A{Ag!5D4_Q7Wq)$rm}%f3(b3l~|(E3_tlnnG^V~sb={vou(KDTmshSU}RV;k1z-3m28aMLAV znS&Z89v8T9ia}3bG#@4#g!yruTXQ;QAlZ5 zy>KN^i|8tS`Irl+%)0luV|&@*liT>3{Wa44(Upaf1EY67pWWur0M8&0GA9zMx#+i0 zXhp6IZyzeEXW}y4-ogF#7p=P=JP?dAs>y8jMu};yAP+T=UH|)?N<5-`X z+mUHXJcwsS#&XEeOuLtath@$DSb(8v2jty7ZPXSfnFbQR>NM73wLrTAC8$`zBL0;Z zIUU=T+s|T#T?3M{;+R{ii^Ny4Y)cVk0_SM;16C0(DzR-=E=CN{E)DD^7FrwiM?JKw=tGrbaM?{`Poy=O zee7H0$MbuMI;+}+l#3uA$dS2xS5o}ALF*HpX?~?ZJfFM}2&!PlFA>GB5a{HTak;Om zH@ZifYFZJmuztXf(~1~r*BRVXeo=oYn=m)B8Y^e>gKzokcGxl2GlR5(Hh8ls%{RD^cWjH+24lBBSk*btEkY@swm{9||-NmJ} zVuDYYL27SHQF^V=+)f`LQ*}F@&^^Ng@OLYAGojy|!aiO-S_uyZz^P;tA_`rcfz9s^Dw)QYVXwxHCp)mzA< z?7*2{u+L#!E>kp=fNcUUL#)>w4_IU* z35mry-GU4JBdRm7J5nWFoU)R}*dZ)DtP=Sn10nHBfwzhE3Wvwx(94ppiIdpu!T$xv zHtfdj_+QTU%88Dsny)0#9Qc)&7~R7rb8E+)g1(gBjwUf-4nwJLW& zN&%|EcLv(9`yiSC+!!w0ZP_fbPV-CfQ#41hb$6iBP8js$f&rseLX^^`PREz9Rgi=q z1unuEf`5I0%Ea%H7oU;!2ifXHl}MjE#vO1guv!C+e8F?to7Ie_?ATI83H2y-m)U%Y z=ds>5;hS&npeYOM2lF(?2En;DBr4L)=H- zH#~HUq9_`ZiF)8d`k)DFyvR90$pL;THpJInkDkc7crsYnZaLh9@xHU}cVuDIbzkQ2 z6Cw-}q{(-jgNkr0--!M4g+F6iUA)*%+73tN%e}Yh7Ddtj-6u&I=ktH%*ucj$Ddh*) zcAWI=6?d6(CU9RuYsvRAeYs3i;HGF|gs;2O)Dx)}FTbXW({9Dh3Oj*KVcCP?JkJt5 zNK}M+2QIZH7vpC(n@ZE^M+UnE*UR@E z-k=*=e0cDea!q_NFBG$B;SK&sX$B32>qpe8;CIMr**kHL?tCy|H!bj8s2tdW4xN`l z^gAH{){l0cC*Z?dAggs@%1^lx_KFMrm}(8R$6zx?ugyaP)6$7NztUbKCKELl@@!br zil}6|;&4*Xxb4aOSj2&tZvc{!{Ys(u#{7Est+9R~n7NsnO`WeUzm?qbbb@!a0K*Dg zBj{(iFV|g*NmqpZnG~y$Zm`L{^KM8W6Uo=;?k>_yZnmbS2%l3RwnSL2)qFm}u0tt) zT{DS&0pm9E5$fXhj9^`^A6L39^V;Gk*z7NV$_M(08PrVOIV4z+$a`U_?^p$ zT$j66k2ZS1=}rLq3HgBXl{gJ@(W3I+OJ%?B$yGR~SFV9Q281)W$}cVzJ(&N_`6k5^ zI^Vs&xOrDWmq%PV8q#6^-uZTq_0RbP%A%GMesM0=t7r&X|J)xR5x-gDrf|-+GP1ZO zG=`h`TM5w(gs$%mi`NsQL3?}Q-MM<~upjSkpzFYg>mvq=4n2qm92C^!#7Si%+(N^_ zUBAvf5Z<3+zj(yFKmUMf5PPy8l7G_CeU8kdA_V_124W~tNDnankLa|-b|S5V#L=;d zjy)dHz~UP|va?IUMiM!OSNxB!XNqsgwe=+$alahUVW=ahbbY7|`f`TSrCi3Wv~j>= z#lCu(tXj`1nscG#p@$J1ze)~5Vm@Yz`aE~7ecx%s0V$1hfflXLIsmqh`i?L<@Nizu z>x2$9<}Z5VOX9=0G8AjlIQ7si058#iuECUr`qNzk6Afkf-wgh^Jn}XP0raPS|GO_0 z>apr$m@2H4LHf-y{ojE&#<6Q$2CCCP7J@2>KS~8YDHZ%f2M(}bST;G2vJH=;0le>& zC7UpoH=w$zD>|D|89NCR4qpB__7A4^?@{2;g4skFy+4Zk@DlN(3hF){Y#sFezuUhe zAArdG(;+cz;6MF|;(i#mfdcvG?*`_IMBMk(nSs1C`k>&eLZ#tP_mYTKfU^v|!?jYJ z48u*olQJ0q)-HN0y=VbN@(Q0yE}35XVb;kf ztB=IBD@T~K&ZtjI0uFlXR};AmempcO=sJW^rloXCJ^#JvoJ#g_FK9gRhQzRx)zCy? zv*=jo+0hJbNrw_yuj|N9{shiV`sHLuIxxbbja#y2`=Ccw%8teB^3xQ0z2Atud|1Pm zUB(A{QnmQ1eZgknEI>96`${W2c%OT*NbP0=YHY%y`I5_-V5G^5OY~`_+CCv`3iE2; z+n;uaC@NNk$G}!E?&4GF;SE#30e+aTbEUitM!VhB3 z@dZrnxStQ+tq4)ktJPSNbjH%D>R$`BDR8;=je=GeyPh8XRM z$AM}qhd8gJMryGNiVk3u^~~D}gkSvUXM>lzpr{FPyI38Sv`?zC#N)h;v$-k%;+&A1 zytK=wTM1l%drxhqcu=BmQk;s@d~_Va`$CoWtA70K;nS|dKK z>)Soek|GpC&IX_aPzj-Tj+GT5Z%2%;=_Po&fZKc(GW7A(_gp^_CO{4&pbk}&rjrEB zv^wz`d&mpn15oSuU;$AJB68A0r6Ic!-W;~`HUgp8e!lo}IRnKResMgHRstEFJDkLy z>sX;HmTRH`^Yv1YqpfCN%cW<26FRXvi=u&x;+g*ddz; zO2i+0;wjm(OJFyl0Ez153brts%a2LBQXeFmrp3^s=fZ4sz%1}f9kxnr_M{2 zr3{OaQ1Bd9;gM$z^AselFb7%T#+yOei&oek*UpU3{z zq!oVTLF~m?sS^@EA96#cL_;*yQzW7FEoR2gi?O>(GB_MB>X{ zr>?0EfwaDK*-=jybL*j9&GVV(5EsnE{^O^Pzze0kCn+Xe z<`;C%kjG=bsuOXm{l(*<7ea|o84?x8dv0WS+?qAbh~J%UKYATgt>@TOkY>gkLKHn= z5r6kUz@F3MT=Bpj(;H%b9rw2$2(EqN16jU=T_!8mr=K}!28s#>7zSOI3B?NI@_Q}E zggg?;F*mymvj{#yb;Tl@|EV(-9HUfe{Nt}+{1TJ8y$lv)K;ASo|8ftO zSj#;XWc%?fN5jxxMMsWbhVYgzGXm9Z6a-~LIY@w|nC+cT9=3`OQX`KfCj%;9@{fK>n|KL_lKAEJ(`e!uqnII#PN`b{2+ zvi|;5I<510aYEwYJ-Fxh#R#7tJd6bw-aOWPerGf#=RH_{%qI)LS%@R-x5yjpiz;Ki zwg7e+kD@t5#8(#_%Ab5Fy!%J)XqWH- z8bnZ`WjNQ)yWP2iA5d*(@`T85J;guOCj-@|Bf;V~#MPb?bK9@Hsz-TMR5_Pa<>Ws| z9-=!0=OoPfpG>lgO!BYozf&Hz#5_VpmvCF|=>X&}_?rK={ar)ent1K>3DfSKbE-Ti zy8UN+ZAsfNh?Sl{5oQb(GF+oRUE}ZVw>B{uV;%7(wEpjFJc)m{|KGi*`43SKkT{3t zDJjCS$d&8IJpluuo~nQ64t889#}xHB8mD;R%p{DINg4&!{RWmf_Sb1Td{$VULgtzW$N4eGH*gR zeVtz*jji<08J!lsp@5{Jv;}q1-hu6q0He6Ir~2^L#eR?6|~| zxxKpK3lxs#Q20pJ)Uz>oZtq498Yt3&OLiycF%Ljixp;nV-{(U_-h@AZU4wc?>Z`AP z^aopl!vQF`ska79UF)kR1dl{y>_RqEu6g;jT=z3Swd4A+#Nwe|ZbxGQIO7!#Y28WZ z*?|ey-cY;6dM0wsacJMq%iR*%_SBd;*X&b@{_`tn$%SCe}mE8PMR+EOWHP~)lICm!!*wabwm z3hp^Oc(X;eXd^*j8OdgE$1hpiqy~%X_)^Zr?eY6Q^|~sDU^#4klX;5$bJ50wK7Ph4 z-fj6U2Qk^VD?}R`t0~-L+suRqT36hYv9RV}HCyyd?q6r|r>^}2n{65^+?)k}_0YYR znRhkNptsMc^=jr`&ewgNmf75e`P0p_Dj#UNTkoDpvibeY>4jGt=Y4nSqHpltCr57v z=|QwO+C~H2HYh;5_3>>vkJY+#PlPPxNZi&cfqCEP9N8w&N_a{+79*M6D|;tO>j z-QwK=LMKR1ss60?{Ud7=V)9?l^Z)Ym+~y5l#p&X{(%IPKxt8kS%w$7Py(js*Au$!I zRWd$|$4tcf@WzMyxZyEJ_M#gUJHAl5)DthqQK6wL3(}$X+r#O8P_ye}|7q9{rf2t6#3n!03tRq${@2Er97o3KE4Sxdl|X0hhnhngEs35ad90xp{&P84FA z;+Gz-Mm;1*;r~ZhL-iIkcf<@2RA??_1K@+;Nl~Vr!3**eK)vVyfQ9do`e@KK!PqYH z6Cwz{sb2u`p^4QQ017lvQ4dR)RNFGg;}BCqKBKouhZ_&C=L()y5Vf0M8T@b>yeQnQ zO_2gPLQy>?1j}c!nF$}{Cu)WZfd3%IF-m(Q`w2`C4uQj-&aK;0pGn&<4QSgUvjsWt zNh=e$9z5Y!yS~RZ5Xdy0BEX#ZWfDfyKmDlIvQFU&w$IaWhbNX-j)ZGWr+|YdfH%@&g-}f;O;_CBnoW|mV_OHME z+YIA?>5~SV;qUkrYYcr<2TfAG|MC&H{5J+6G{(xm|HUneF8~2W@@@uf_v?r=3472n zho8f79DbqSKezau|2hSSVNajs$t?rP$Iqqw-Z5x@KFIzYn>NM0|J#3jRonvGKz}89 zKL67#e{D8HzVp|~(*NOYMh62x|!oJ9O$g7|+1Ne)?r(`%o$@x0O2n_7-%y! z{qpQBxV{$<5;DP&T3!7M+6KMt4?FNcA!o>h{PLVF(U?%b-`gTD(l-~Y5B3r^jZXUPsaCjMe8mbn6V)v5x!ZiRTA7-t~LFwu`SDhOo($ zCAD6X=D#{_bxil})^m1P7*#sIkMig^CfO{w8@u}U&|SW&-Y~B>L|v+iQikNXxc0_H z+9{aNp?^7>%?3O^?0oS!V?4xNLNQr3yS@@DRB#2pRNf2aP(gSgJ?eBNsuzYkZE3DM zP1{trnO$6r@mQvxj+xJgK!3m62eTZhbkTRa;wDD#9gf7FWMiZ&AGve|=>)IZR^rpd zGq@eQ+00yQPKWCX9beG;-u75?DLL`=tN9^gEZqF2+7-e(jl)=FgdmhK5^8=|&T!Rb zhjZCJJHr!Izt-sk?;f6Nds@2H@PS~;&Agg%8Uhr9W8S#^{H|8#Vi?^$U@=HJsnSf; z>fyn0IKTS|o%e2rI!hak4Msln&CfMP{w9#FSBwOB#2C!;)8|Bf3TMu#3B&6$^{nmR zyBwH+0Wf}rdowHd>G$1sb}OQJ3`dL7fL+g*#o+CQ!Q zcKgf%!|=Y3rS7U4I`Jx}n3&2{y#l6uW`?1=sr(Ya23!Gjxy4aj_={S=WYRI2x+Do{ zG6gi5GV`+1b*fWE&25cwuvmqdOd%Q_<%P9hXmxwSXu@Q22C>7LoA;N&R2p@6#8h$$ zOeI<7@Di)*s84xYswv5l_4{5wv1iT6)_Xq3lnldgGs#5h zP9xoYEH;*#;x4=&(}c6P3J25FvVmsW_3?qLcr@?#ExUQh8^AQ7PuaD`xN>{>9L$$6 zOt|f1ph3yu!kx)5oyjoa?5{-g6+AIt>S35-7^Z!6WVg5qL>iW^F2S9r-7$s8FwLZW z>F_X2>rbH9ZObrdIUM>`oq{t@6UdFL5oT#iLl0)@!9QPDT*JAW878{1eIHW@ zlEb>)D??_dY*@`bOd$8_*X_2bpJ^=71UiS(eOJ{LIQph%S;8dwtT>q@i%in8j@syi zyC1+af6Jx`1d~J)=!FT?&nu(&jyNp5UVJ7Mm_WCd|xa^TkQ9ydsV$^j#ULlDMU|5 zDa03u66iBQba8-N&13o)V_bHL9kK=lOuowcgezF;z{@h*eRbn825#0>^syfi^y>?0 zKZh+n!y3DL*BSA0Rely&HRQu^ERReQINH0xb`*KGxJ&XKk4M*7^SbKsgAy{IvXed~ z6~oM3F_RR}qJkUrMU;+lTV+ShMo*rK)=|Lub@cbZ6N$p=;W2ZQjrl2Zv3} zTHP!2aJN2+`;%Q`mDu)66b#jtxm#~_EXPL&T-;gUN0QufZuSGDiI*-;)=!9G`77cM}Pzg z1rpxMd}zMB!s5ztadRfvzh~JkpfCr*bHnS7w`o3w+QUd%lxQ3pw7R=`7lYfYU{)iy zWMJJqcj<}096gfAehGd1yRU zl=@+4oQrd(jH)qMv~wxn2FEv3?$(1$ZzSe%tTfta$)RJG+Q)h6DvvwQcN{LURVA(O zJ;%6aZ5(`^KsS$17Z&dX837pElnVz_OdmFiU(cs3G^dv!p+o7<{ayZYe<{S{UO0X( zIGlOAEIE3UJ!dXBoNobHs$5>;Qmf-C*|}m4Rc6k4+u0`px@eZIlgc(u4z4t~bjxpT zaJOh0BOmFGhJJsb@sPkZhWrMg`C4RkppPnM#POt>d;3sdC3bOQ&Gv4s@D?ke#^4m_ zTl64z=M&((?bxrInmyGl#}uuDo{)&^s|VU?ASswXHO?GjlRMH`zbTryIyK|&(lfRn zG*abB)6Uhdo6%i%U?SPAp@UaM!ESd~d(V75=c-ByLdBwDku#{c1##%j%N# zis{ugwRjXu?nSF;7APT@A`vJJ=dXs!d}h#dRQp_&v9vrdR$vP!(Wd zlqumeT`a{3=6Ci?en)-`1p|48x^pF~Li{nYGBAr1gMRoT+K0|E-Y#y_I5^>2SN+21 z?)L+w2?XAdH>d8#j}+eB_Lw63^)yo& zkfFwO<{pVJRB*}Wb{-?{r-@FZQQ7XYa<@H7U(BW4X%hciF*Ao77kgF>6%z2nLJ%L6 zeLF>s{PDNlNntB6{+Xrp-GZo5%=YnJ*~?2rAF4vb);}%=)|%$?>ACSbcp&QeE$m+O zLX>jT2*Xk0UGIF6p6^BT>{@vl_gFdb=V!b#Zfj$9$84eZ2H{uw2WNkzQL~XlGJWJ` zMAZhY*wq@sMXOIJp(fI9i-9`KD&Uhd*55oV67+}A3D2^ARBOiWw=AtySm4Jy$xB*%n#8C!IqA-eg zn&F=_zpTe~=HO>+GrJVmEimj-h+nGJ>%}kTYq46;x+A_LRxs9j&NYWS;a{n=0thzzPo0^_`|x2KRzV#&VnS!5;Q>twcQt!d4jd4OTD^J>#lj zTa#VKX!QQk^!%QG$ZGNMPN5)=sqXg6Z?(jc)ES=T2MY);faQEw8s#l)BYq=RG=0z5 z)#Xdho&V+pf=ocvvU>9DH>1^%EG*v$TPr5tuazZj8t<-jmd0b zO<7zl*yw1@AteG<88BU{1-LOF06_u@t@5VO`iSC+rSx3IP>9GkXFb~ z=wI-k%x{`dh1cfGu~V>wDQcET0KcIx8ur;au~?{%CYP`HY58bH<{IP-@^-^HK@aNe zk+WC#hZHLVPhM!5jpXeSW2NeTD`}TX>DQIJWgVnYg_bWCIdBO8Qwc2xou(*KpeSuL z5$#-KGR}x@@Ta=lqVU_#9$TY2C?bRPs=HI}^T!(4N_d5xmw8{X-{*`^5D&)%TyEfS z|7uNjxg(Eqn7-*fd6@SZyx=+LRj&32)&-srBzIh#66els(9ZT2r4;c&>Gp7P2n0F{ z)`-w)3-G(n0#!vrx1Uq=6C)0YO68vMSMB09ex*Ne!%ZFn$1E1#?XJkqk2wH-Ilp%H zfO?9^lbcMvYF5yzR_4+EaE{=0F1N?-jtrsc6~h~F#=A8~P60WMj&d52IP8#DdR?AR z5BV9G+krBh?k0pIGk*Y>Gh$y6JYg%4y5-^ggSfP=_yMuFfBWo^lM}0@ULUe zxzqyZvZCO(?ejBlQpNnS$GQd9C>+KhjiTLyC*C7}=|9H>bQ8{r;1i`fHv`&G}!M zzn{OwvJ`-8Vl+!f>7hYGR}01MXjI$92`$|+(n5h9Q$ZD9D5X(As{0CEe}38FbT|Cu zA>2|$C3Nm|7Z*jegcQI4GRNof{rZfvoAz0SGb}^9H~Xkiv0&W3Mrz&YQaH*Hm4}o7 zKV86MrXr0(vCotfP<96uRWALI7PBStx06_-bOi+VR|XXsk>#qOI0Z|v%4&r?es2PD zN=uL;E;S{zXN~3r$Y{lVh??SzI|D_DRfDn~&jglHkdcYl$2a84j#+gUQ#|@L`S5g6 z;>x(Ybo=fOInv;*p{DlQO;3Ly|G)2(T+OCn5P98v#Wj26Ld70A`}NOyEpf97M~oa~ zT7P2U6S4~k#SHDZp*W&VzRC;#q5}_iO$=r#3xs1>D{3Yq^Eu%r%QSgo$!J~*)}R}3Gmr=A(*PH$(BLFLfLxw>k0_OH zceh52gsh+al~%I`M@=2doxMltRGAbt8rlHAb>ZM<5jBDgZwyooTgq%;-b0`AFjy-- z4K5T%i+YU6KORs659s*Y15#eNOafh~zu(vsnZbr`mAN5bl1ZyJ1u`sC@X}Q*SpRw} z|9UI`nk&Do+y7&8g{#W_Wk*TUvwY66sFAvj{3@RmW|7QJY zUvHwK8(Za^t%OFgqwpZFCaJzu`q+s0oWkL_N4fpnu5!QO z($9(CU7W{9_MJs7Dj>R9jnNK5?O-#>Is(dKh2Fh+9~QPczkv zu>LH!dx~wVg;y@>{lQsUYk&>r_4N~AupSoUwtZnd-=8evOFQb#4fd^SFARXAv=*KF z6Bmo`y>COZ=qE1zUF+Xbt^aRGk0T*H{vdt~Lj1e}Z}wub@3GkeCt%dcE5>zhvcH-1pmOjD11pZfMvyJ0K5$=e$%~x@O~C0N?`T zY`BISg*-rZ#J+oEBV-e$f;+Go857BltzzE_V3(_+Z8f*0Yqn?Q-~gq?h07Vgx*wc3 zUOvjNXK{_*YrXs;i@4XKaoL(}$&qOdZ0TH5tq9P%H6zPgeGk_Gih(Lk`6$nL<&=CSi z5&mmWLV&C9dEb5S-gn>qpZnvQWX_y(_St9ewbx#2ecuO9!qKv9C?F9uXqZtTw7`;V zYl0I>6uUw6TM&d2KX5Ji0d}fB&H}X3MkvY&7=nx-ftSGGjqsp$jZ2N|O;FE845Vaw zxQieJiall<6!NBn#V)8^V$0*Y0II1mi#R;!R~L}ROL^QK0BEJUmPQ1)sUm%xJE#@H0O2B}98$N{^ zy<#CF5;Q)vb7}4-+|@5E)-gHfJNm+xo85AnD94C6i!Icml+DbDn*uM1QQ7q zhCPNUm{nEX!I1#;e#3$QJm(8rzzgds%+z^eMCCV134HJwhSAR9DWFt zgB2na-+Zuw<-ze{K*j-fehsx9nJgyCtYz|7klU%xxN~5o^=0B+j6f7>+Z)EBQci(u zD^X?!jYT$OW)d`(0~YFrd>0?`T`2a|m=Vil-|EkX`ic5lnK;x>DC_ras1gHZ=xH&g<`4C!ALkz zh(W}W3VjMm7-fpXP~q$|p(O(T1w63Iu#|kIN(y-ZDpg8%fZ%(`;-^^|G;~!0%omnj zqa&m5Q35DR1D|Gi$|%L0VzN~pz<~RWm|&@VE>y$yK&?Y#1Q$7*;32|3o)s{nyfPZS zkadUAUtdMwl<@Q@xH9 z6K${HO9uEs)EMlLqC;7F_yqom`?i9yeJ10D*^(Jz_Lt z8A_;9;G%0$f;6(-PlpOxs6kbu+R?DFz8V*#IejryL9A!R<4{Fzr9c(A530x`82G~k zjU^1lyR2fiEDT8_@GQw1s6Tdkj2Og%WpX~B1m_C%EDW+Hr~*AIB|V5mumBd}e$^@o zRjs1hWgn)D%DsF(L_)bb1}y^T23^spjPK$*lO-ZOwhM-Jz@btuUfhO?uTI25fysw*Ie`hNlwYW8(-wv%H)+i5u+KnM`@WMU-1 zcXFU)Ll0*&Z6FhbVzBmjT&DL>Z9%yWd`)f`-XYXG%YlU30B5r@Bu!qZIrhzca3~}pg#SzdzFz|s%jSnGmQk$oftvLQs#%A(a}T=^ zLD&U?G9vNAitcA~EKvH-RWJeO3U$T^Fkn$~nEXuqSOgXCJ~*3aPXm6yMYTj_sO{Q_ z#NmJxAw^@T$G~8IXm`v?!XT3FVR|9Gm_bdD5o$u@OUN?#89Bnwkc<(Ip`p?m&IN9` zv=ge_LsAk(QYh0*0*wpjdZIzP2hK(Dilh|c^;C0!i^d5vq5+L*K5QH_iA@1F>2z~~ zpaMaHTpcKlz=kGeW_g29>Wnr+X@!*U37G=L2(!YDXlR^(*k=(LP*T*7#<>$JVtr&i zNe^jJ7D$M|*-|fvOA)xR4NEAbdXLy7;-ZlP;D$685H}i=2F`}+d@8EWcLP>e5AP9B z8mTZsX@tBkUmP}o05Oomx)d^o1Vm`J5b!#%4e_yECbI*Wh+WhD zBAgV&$az6a82(EY8^R#=1;2%Sat34>IZP~pYMr=ros0>I6bc2<%J3N#K7+L=87I0S zB7$mU9;$GvuUv*~QGN9r2V%b9pw(AD;m7cPfjq$f(J?_&#QkcDg2NJI=t~)b6k2}} zYbtD(;weuQa%(KMCP;?Wi$!+C9e%X0Vu@l2nk~-I+S5UQnn8k7v{1|!p+%|iD=o%I zQ`{-0*dLF3RLT1lj1e6zE#(8Y1FSh8)U*K)r`5(IB!^Xi@W3(Hw?i1hXew5bNYo@k z9K|gp*!?gdHp1h^{0z2~t&4CRTmY>&qY-*QN_5Jc#(*Khu~^aoT`JZ@onTb}cLP^K z$QvKc=mYGPO{P?%6*=kDs6BcBBd|c&ni7wLRRb~|f(WddKw{wlwL!5{R*b9~08Lm% zI782tODSqT)k`mC^T94byFIAgN^Ud)&?hwr_nH80Vv|S|91g=QHDY=(4Mbs+0$>&h z0c{^ipd?BOZaJLG=F2E?0V{AR>QiZ^IfK^n zL*1oLs#BvrB|0@)zn&6vK}k;t;3iIZHQFGwTPKk~%{bG`;zi(WfU%P@KvF#jpar$i zZW?F;LVt7ls-y>@y|@vy0;!9`S_-sVCZ;*e&~7U*a;Rx8J*ag+yWKjI4^|N(&_ajc zTtJEeSqNYToq-qw`W)&)j6p+$C8k-l0ijprbwVs1a7Gxy8To7`pI)QXNz`go0}Jie zhhk}lh=Hj?7y&M>*BN~@6_bEoHp!q>fO1JHh{?kqy#XTtJ}V`od##QPN)6L1v?e2; zW{<`QB2~=BPbWFWFi?rq2-tiYpP}SKxQ!TQq(ctmdm#sx2K;vr=4Y`6&eSO)CT5A$ zwoK(c+$kAS5M60+P$!Cc?F6k4t{qerTZ|NhTI0#Z;S6d`?M0|HKrfO}*ny`P@=Y$U zoXiUYuX;U_HCT)gPgaC@3MRcKlZd5d@WkP`o+C5+D2n1ZW;4gFYN)~iG_A=bgDM;$ zs=^64O+LOBB7sbZ8xx&rgE*#1N*N@5h|GoF54cQxzCp>8u+?gKb3wU1neFlx&^QD@+nc5};`uDsCu- zYI+O+>`co75VTIQ;p&-d!PRx@5F?$rItVqH6*9~KI(O*m5tNe%5FV@O`B#p$0X&uJmU>u^$Y@-yg0phuMB!a z6e3V%0Xno_CbrN(>)8j_BM_kdAcE&9M&5UX6=Fs_HXQ@{3u41^aWN!RoMz-RMge_- zC>O&Bzr%riGeVTaC`m#%5r;$yix!t~L}4nXrA5GVQo92LnCb9E3x|j7M6}pK4vIN| z9-|_YNO32Cr^#tHGkH;nY%;AHP*i>(>T8IgP!*pOjcJJ(RYTU%}XpNCB@i93JqYvYNWeX^nx=a;-o`ksp1ttZqTBzOvx*h@%&ef?CF$P^h z1mv0pO3Qh%3>wsq(4dsG#Re5zQkDtTo&|iEfNg>Exd@lU!<;moOvVTy*aO)ek3m(R z*(#Jp>uc9ysCEs|q>v}iV2c$Q)=51lN+J+RR1ZxBRtZYT5fUweK`Q`}7zZUCvklx+ z$Sw$JG?vN3FtRW=Ck#(OmjxT@7~H6i!A&L6NoGZmR7`<$wW@d|YE=*eUb_PsyBJhN z!qqj<0!!Lqf(Wvd!8D;KU|~LX7|v(%Nf^|4RXcV?_PQFq|io)GB7Ee$HXN#jAfHiUmm^?FL`D_~>Gy149iV9`~ z3-Tm@aF0U{F;o2~jXC)$IV^1%R5Virt!I+mGA^{9AO(#EQ6Op5#~N^yP&p_!^ZiPM z>9R&6R@D0{x5H?OLFFKY1NXK>-6&5&ATmX$XZBNhWLV5#)C0Pgp@KWx2$2Y6SwJ=y zvZYRf$pU*1Xtk08*4Gj+B-9dwrxzMApAgk7rbrM-<%s1(guT^iBT*Y!LCjcRKs%tt zMrww80~)`+;t@GRm(>h=g2o>AOQ1K`Oi=*Z0lca=A2Ei~^oM9G_ z?J)-GT4T)MXQX9Ooia`lkuZ!JjKxfGB8mu5H7HX9zxebKKvsl8bTWyI{0#|Dj48uj zw!@3T=;cK@Iurx&pcnuf)mXtrd|;hX3_*`VZJLZO2hj*#ugvBKlgZ0O z0uYD71G{;@{CdEM zixqUIp9gQ|p?z^W!(Q;LUAbs#1jA*LMQvPJYM0I_;hpdcWOKx}{sIFb;73BwNSWu_t(`h2B5z*Y8T1m_BgbNt3m(ZXiG~T+-(402fnY1*tuz_bVkt@ zUMAAkINpHu1EOUQuzo<*Awv&*CGb^@?k6EDS=TB$I*9#CTdUzesnxQ#b zibN;31`SD7rp})W8&5v0dKkpMSg>lcfgwl@=bK=?j=&UBx;#cyu5ZyKd9c=NWKJ_| zn+YU&hDV2D)Z5vx)@Qto%nQMEF_I|ebVwP%y8$SJ`@9=2#Jj4H~5%71yN(MS;dMJAT0FAO9ciTJ6JO*8{z;kiR~mz4N9<5@USt= zNHh2|G&m?JB1!hwN65(gR9kYB_G^j!v5@*mdE zD2OVN!3twhX-#`G1Hr2!1Ynj>bP0zk`hY!l=uD1KDyApt3}Up(6Ahv$P#`COg8B>CSWH&L zAP~^$e5VAqYdpJx4!ay2_MSer1>a+Bh~Z#hz|-@mN-Pm|HCL$pAWT8JW{&<+q7=_3>#L=!>~ ziGbOzx7fvDs8|mKQ{e>MUuX75C93e5YQ=1zsy6RR3^73=>rU81x~HBLs9k$iKE3NDw7U!A0Z|suLJHp^Y+VV_JgRXflTbN@!yWtthOtm}QC* zLNUOXt6_73_VMt<4gfiMO*%I`F<{g&6!}8YE1%{;j-)7xe9;pjc zSW(PPhhlC(ewIejKHyjKBYq_*sH8v(TznA}vO@(vA^wN)0~?AnvPeX_3jEY!pqTX` zjwnyY%Z1SqN2BBS**%NwZ^+O=@1PuAG?~e=@$Eu+^ua8f24&g)AW!C|qC6R}GyO@X zOM^09z}QAa*(%_6!l1_<$X3x&w(5^EPQcOlw`7fcPPCy_XYxKkE+p_mk2mIhf~JQ# zSQ>Xr(Bp2eDHeu>G(v@37l8Qm5kATpDFL%5Mm~oq<8%0B6jV{E5$V88ve1eT-mMS3 zTb|6zgEdKyTxFfP-oGXL!8)_N1c-vLBXTo%%NkXXV9EHmW-XS|LD_`gpsM$8DH;FP zuW=dS`bvo!)SIChG5{k&e}gerr2s7`q$uMWnkFFe#%xlj82PwHCD8}9h^Amz8F3&7 zHUTbznPv!r%_fqSXgd<8LpVd`43hyd2)c=om8-7?0%ouOE>6FpmI$hr@5R7?PXV#) z7;O-~yN9BKa)Cc!O2{zDWOkwT8~}hY2QC@NhOjfJ2*lje$Pe)Ee2mHq2>c|wuvkIl zgVV;Mg`xf$NcU}+mfuS zJ5~IU4&inGYPE-|P90U`O$Qcp;SBp@p1; zsKH7^yQ-)z944UM927|C!_XXFIE7+wLW&-(BFM|A|7V9f4HHQWm*mCJ5r)ZPmD<7% z8iR&W$SR^u6Qii&jyNeCRT8nNEaY_RsleNY7$wx;%&=$}Bbcy-*iMryt&V}f7%*5u z)C=|^x`>TKWdIiigJFxp9wMO8F|9@h@C5255*tRPLZJuHc$za@cTC6{5XDT9(QAV0 z2b;`f4@ObFb`(Q?8i@)k4%Db-W*)-LMM2Io;7!J93;{2p%?KP=(h(tgK|u%EK?XGBVpQTH6=_s1g3SazT`HtA09TudgBegFnS;1N$me0BF=SMX%Y>myrp6j7;Qf8D4vM3(fQpuuW}pG|AMB^s;~S7UcXGFb#*;Z#~-21BIJW@J3beDFVWZBE3m z76J)0muC~HxIFDY@?QA0(aQ7Bd$<3!{!WsGWQC6kVF{i~mn6yfFohsq^dR~Mr0)HZ zdv-ucO9Ss?hTXyd8g?*y0_GI3k8`wfNc}^y0!Y9O^2YHm(_v)1Vgpn&L zkb6-~FJz&GGy*kz0ROl6`m)C(A5bW?2SObp@AWj42+hn z2F5_3NMj?c6Joh+s3!-J6|5LlK+{=N2^>V2OkN`&A2=lq?2R-DTLcGz_R5KI;xRh% z|Kb7#>|^3SsSU-eG*V!GL{I4on3AZuUM(QdDfTpC>r4ViUWToZtmIoWC<{$IVstYR z=MA(Lxa*7$uxvszxHKAH=ma#!A8{(#Qvmdo0iOI1c21xY39$J;<}L%BMfCjjyk2l_ zJ#Qi~wgD^Kz1D!e1+Ek*U{pm2T&Q*c=E{ej{o!hHrGja9ClHm28}Ts$e@_G3Smx}s zKLp@jD({N`N+N~ztLKdL+5t|;Mh8htpur)M9B0`9B2;qVpYh&FY7qEQy z-%|$R0_Tc=`?ekfp^QtdZYIL&`+(5`o!h`#`u}r(!a!6288=j0yNy<_2dof_!JyOB za+fto7x|d**62W1PmVh5MrTs)k4HloJA)GT`DipWo)tO`Sx9pTb?`f!9T#ilv{Wdn zjZy(L91p8W^aRm>@zR>G8eT^%s0}+(FjoLE40y)hGeXh;(Pu^IE59U0k9mL)Na7Vk zjDy_};|QS`M<}e4S|fBO&`&l-I5aS?c?^0n6Zmaorbr{tpd!R)WjJDG6i^Zq(AdE+ zQ2_xz9?7LJxG7e1@ai~C0Zf3%gkUQXMV+b(?tV0=|LALUN z84PX`@P!(|B=RsUZGt|eLv11_&WBbsSOs9tL|sDBA@&SI1ik`iSP=rF9w#Hg9=;;* zu>yA?TlxR%j6$QB!eUZ9qP@#4Us0%kT^vv}CE?p46h+K48WbB4%852r}9t zv6)JPV5DCkrgB5To~oqi(7sO`Rm0s4u=BIg2-Jw$!Skr&0zV>mWF@T<6t95afQro> zi+i*RJ=CxYq#~*V^oblancacuK&w>jBTq#2eu4wKkeyIjv0gw}GzPl~SE$ovWzLtqAAvw(v;!^-s# zOV8hb3?7r`Buji$HHna>FaVhW3m^^E;yr}LMe&tnL@Q$@A-3=bI0vYyKub0JGuxbO zz;25n%NO(7V(GMAE{g*v8XWQhYp+Ddw!kdpDHLj`&a;IW8dTxxh3eQes#fGhk|qb$ zLx37tH#r8iyUa}I29yG&fJ_IlT0I9jVk=HYQHT_xFHSE4a2g@Xe$OV>_Z9jsNd3Yw zxf2bzl!*>8xd6PROcb|~%^Z4C%13;*^+?Y9Y|NP$?ElO$xV^^4%s4kHMp6aIKOQaQ zhfXy!;=;5BSRWK71qVLW0e8720{A>s5a8em5qerdz?4!6xHG7KftQ>WF80)W8^33G z$S@5zakcsbknfI}}4NS5L#1VWSBVPZc4c;VvtPvyrkL?#u1S}}sj)J+0bixih z3|35@2JivIT4Shp>R0kHWH{Ld0lA!$s!r9YYm5j%$SX4 z=A+OJkh{=QOn;i=SBOa(6z3(N3J4q2OCi4*YC7o-v7}g*#tbrg3Iy_i_YCY61E?i@ z$l2jIys*(uC@Ay*oU6qkU{6X@jYN+GR7Q*r0$P5}MmFTtWiche?DnHgoE0o5{IJtO zqX9_KoE)1F6t`iO(F7AT62<|#Pf>tDOGfELh$1=wv6X=u=npp(l>Ye^`UZ4HUZ4A__g(oY6o5g6vgPkgMmfU z8mKc%vjSoPbO6tv@=!D=4+u-6BIwae<0L?c!QUE)@x#ss8bvXr@kHg1uS=Z0Yed|g8yxhX`lw1PmaQ)@C;DL4nMGnFwPW%o#9|=ZWww^Pz=px*a&nG zX|O0zqfL&emdn8suwSL>(N!cgn?pg5%SFX#D@}kGnD8;kWJVYm_M#RCfkY3%3$%J= zz(UUUz(D6&f#FPnUJbmMFuWL8@!`tFEGE1f5t&L7C@>&g3ou|}(0LFYS1@ICh0DT* z=s}dBAtAj3)Di-j2)sf}63tD6Edq-TZJ}8Sa9J+8k~>OMhzKY~K)_^-1Sv@+GdvPV zI>B&(58-PeBa3AvDq_S0P=J$tYUGEhfWMG!!8{&P#7Qs{(GzJbsUVcJrr<@hT`|O; z#{=~*@d7dm}iV)7pUKGSQM&{1N@%~CX9k~Ji;?rY#eAj$74xBg^DbRyec>` z6MYn<+!T(LK}W8u0VA`3mmF&7*%ow7H{zhQVhn;xngGT?s)9%l#FW4)3`0X~#DD=N;v`#$$mFOq zV-nR8paDqJpe6fnnVTF{NQ`d9Kz!&7T1tSLZ)VB}91bY>c!1sV_YTMaVH=)oj^I>W;-1i~ILn4qrapxc=tIEx7{MyW6f)iC!Gc6-p7 zW)L;dZzejRB6LvS4X=esCeedv-fE+nc^gGf$+Bkl%CeZy2V7rJMPSEd3Kdra*9q9c zPhmO43a<<`Oe+KP4^cWJ>|%IO=LAN_LGqzdsj+w+a(eo2nwzp1^t2mPs;yvs;6nC< zJ7da~3Y$8%XH#0ow!Wr!;+!6Oed5S;*z0|&BUcK|4bT_ zO>ZdW{1+H6xJ)N5(}~M;;xe6$#J!D@=C~l{|208O6sh{xYcnp>X+zLJT&5G3>4d^R zT&9yp#l=&hBMC^>wWS64e?N1rW2Rx#AP~hna+pchDxBA&Je75 zGGKK47=X#i^%MaAm43lxIss0C%XG5vJW)N}2QJh3|CzieF4LKTy#AeXqPR>aF4Kw2 zbmB6dxJ)N5HQG>>-bfkNNLfP$>e$9i?!T=(D=yQC%XH#0ow!UVF4Kw2bmB6dxJ)N5 z(}~M;;xe5X{ux}R6PM}4WjcW*--yd};xe7MOs5hQXCr1O=(T!@t_Xo|b%c1hOeZeW ziOY22GM%_gC)1k|q31=TxJ)N5(}~M;;xe7MOeZeWiOY22GM)byB~lr8&u1xBGO-l10DesEQbRyjtB>0yh?8jv~ahXnBrn6D<^&c&J3eygk>BMC^|ILJN zVI{$3I&qm!T&5G`F>#qrBobQR3-={Z|8{v#T&DA%B%6t_?Eg&pQe38!hs$*0GM%_g zCoa>8%XI#cgf1@AiOX~%CCZ>VZ1+cz(kF=oaY|AjjN69*TCbqE`5*to*uEs+9`MjVka%1EHR!r=nND1$ z6PM}4WjY(lU2&OC67N3ME#4dd?cTs;I&qm!63c6M;xe7MOs5TE$+%1>RN&w;ok?7# z6PM|Pi4XykkdmY+PIj>)Zb*o5nND1$)65JS6J{-6qhhC}k&rW__W;dcfFQTV#Ui2H z7YOPsW(KEN!j5S;qL5hUqehh`d0N6Hq|Dr)HDZNxjj5DO>UN3^0v-=23Z>StS_tPR zSvreF#^H+jF%Fz-){#O)I9DB(5|U;*8c{I_m)hy$as01zWK}IwNjFeU~|%2P4TFdfT^V!Xi=8*f8g3s zE@);^pg7PeAcp+Jm@%e^JLI@bCoa=T^``_%jTEDC|B-T+|5vY#%XH#0ok@l=A}53G zBrEw=T&5G3>BMC^d45TZ9`l4X0f|>^lRDW>m>xzYF%;!+Orfw!YK_pDewoxvGXw#L zN+fIO;DIpc#Z04|A2UVjs}+GQMiJt(FeU-O2^0_4D4?-}VWI+*Gk7GI!r-P@?Ls{+ z(}~M;D(My&6EMawD&3g*jYp4~tPzLYu5gglUM*ICIBKf@NtemO@LLi_63bfu8BZPp zpPL4Mu=H?9@33V~a{4GzN6=xQ1zAi+lH*L6n2vN>9pEFhQJ9}0GL|^tB!iYL)!UO= zXUfEnX=uU#&xff)WP({FHdAR*sn4$uQ@J4rfvcqG$PgtIN7b3r_!=9HK#iy!JdZjq z@H_1AY0`?zbmB6djRKWYzSU!cA?N1YV~oBpUimj4gF&saG3hW?c`8Oy<$|BIkRJw{ znGqMJHLL(vVNw8<3Qy-CB`gt+Dga0d$}b2_t0w*N1ffBSIva^4kCEdk-FVryo8FN~!k`Q=Rn}uD^36Xol^` zA6yYNX>cTSC8V!P!GfTh3hg0e4kQ|S8XfWn!ag(f5gh#MyGR2zJFsHZ-wL|3{%#Mq zpyAmaX6wU^HkkdeT_Q*W{=kD5{`02Nh<{I0VNf(Sv%X0WH}fCcQ98Tzf&2eaH$m?` z+$=PT?+*l0I1uyO>}dEA;Z-DD?x&Fx2-rqd4&+SFi@xfPwvAkxB-OCDuZT9fJYx@I!c&V(Y zJsDNI%(g%RP9mWD-1`HyHFJxG5sm(?zmC~j?94pVUtJ4*``$+|J9wG@!CB6*+2#gq z;Csg!Zhh}#jyr6(M%@8Fv>;)R)K3A_g>icrng^f4&J(oi{HJFDiM8dIjZdU^SoGgnqd&S)lG8keKU$}7z7mz7(Q)v+}5 z$2e7gMgMP(9CI{&a{q8?R=T$7@6UL>e^%8%|Cgz52s%%*nZVrQ*(X=T7NY zAAYNvFKa$LYqW7>&+EAj@1vqHZ)=|K`iCwC9 z^gMiaYtg!QH7P;=UaM7ifA0NTNpoRh%8QdT(;)N8<`=%+Q~&au9n!*aO>@6K)$7@x za%w-Ov5Cxpw?$~c;a@J67PP|dKjmnc2WOZ6yme=tAp1s-OV?){UX@*;Z&uZPNojf0 z;pIIDpXGm=-cTT+6BzCI!yltzYsU_0TjuZVVO0GP%^OK+BH?k_@?rAO4k&f%F7l%$L zzpXR3DXKi2|5T618mG}3WmbiAVf!y;X|p@kJ+}SVi?<6`5B;p~*cMB7Of;LCxp>#+ zioSfm`{w5RSMR#;ereAp7PLJu=Ure2s`@lDW`BRT&riQx zfAh2U6Z=f*-t6*WU+BF zOxiT5;oVlz@}4qM#zf|?Z`<$H4|3Aq^}Rdl$pw46&Rep-P4lYaK*f7ceDF)}+;iXE z+EcM)Tltx9*uOgFT_5{g{=MN!8u+U1n^`w%LV*b@OWkAgOX{-HzTa~4E3fT(?}Hax zq}yMTtXbkbHc=l~v#ZG+SGw-fJp{+yj{6)B3{K`9(?|0i& z-Sqmq&Du@KFFCI%%imu9&X^7rlgBk{e8SodIl`Yc`-isel9d})WmP;q@hbaZcGJq) zlNC!Q`A;)2p3iEWJcZ*P&3*k`H$k)9o5t*ecb1pby{B)JUpZ@K z!PeqBm~X=h=GX?USTS(xhHu5+ztiv0#uH}=v-Ru^l5WR}US3kD*&_XF-okHdeJ{^k zsP9Z;(LUCl9#gwGFKrC0ZW~Kfo*BEd`xC*P_pQW<*EswLTM{{KdeNy+`~qf6gzam4`EABj5b~COODkMW*!%5oj|?W% zRz9Vf#+2Qy&Tg~j;BTuYVXOvA*KbyiaK=Q|kyb-K`8scD@tOSb{MBFk&c`CTxs_Z_ z9jVE&-GjTG82&<0dOoRfTq$HQ$xeC?et6`KywnSUbJd52md)YRI`WsrufGK+?&Q?H z+_vti!@sP%`ONdHH;roPoX}ua6fQV(l7I8K^~tYvEzVUpscp@tTi)B zpYE_}>DH&&!xj-*9G4vBDw;Gr)Yd|<3*DzUhSW*V)C{k2A6u7I$y(=L)n&Azs^qOH zMP0_{BeTeqk6k-<@l%60oOyY|eOta0=8AsBwQf6>Q_d%@cQ38!70=yNGNfN^0gDsR zWR2|4ysK&9YWMY6{YZC9@Nc@A~E5xa??v#*FJ8 z$Qp8_<0rc-t`{fkZdP3NF<0-IZF;_{WMqr<$WB!=x124$x<k}};Q5@&ZtV(Mloc(A-{_K6yXe4oIdwIwQgx4A{;BMpS-CBZs{Uo$?#R&{=vCb;%|m^uDHIBU{mJ~r@YePZJN6OjQVdE=RV(Nr1*_uCTFQ_(9mJ= z&&Qt#zC8e}yJp`jZJJey`?&I|e&h^ll^nS(@b+7|6|+U5jxV9n${CP#Yu#gWn;bj! zy{xvjJZC|ARbE|I-OoFZDh_w(fb}>}np)eM&wG5M^U1e&wK(>{%I8vuCp4qDpM`06Wt4i-&B15%;NUC_*3w$3bkxB*z$fs$`z2F8YGL!LJ-1R@(QE3rJm==I6?e}6(s$7E=L#x^ zb~+Q?+T_wAZ@1`$S>xv?4|c3-Zr(7tXy0zb7Z<9(qJDhkvFxn$m?r5Lo=Dz^`CQwk z!t&Set(@B%)5La1x{cj5dUNuZuFIAaJ73_-wb+@fbI;gc-OW^uiffJ^?a*#l0nA?+ zcD~D;Go7&w8*?7tvHi<|mqz_~;1)M~&Yh?CTx$RHjhWVO_kK8`{M$O};I`Exv(g*J z9UdEeKP*|3t5%V6_y=5e)`bBOGj@Xm3CizXmjnF ztp&@S&33^)q@rKm(wRFCEWCcOsLSZ}RZ`!Em&RWCt;5C}{NBU*HZAD7VcW&QEz_4r z&ZT@j=5C6TsvcPKR*JhN_S}p6@@mHnJbjVA-1z9qR;f>U7rR`lwSS$?e-eB|ebvmO z$`w?J+*CEAi-T9z@ln_#6&?i>C-%I2CmRfJbWpnwoMrQ8tm~kfJz!~hfx4gbz}!dA zZGo#dS>Dw@+?ahqU(&9+r%8GAPTw>8pS}5OLEm#X#}lh(KQVh~pV3Q;PLy}w{Oab{ zxzoFDYF(Y0ESoy$`?h=9SVw&GR!MlvsA&VshP?juTa~>hKeGAbmvjYt-?iO&YLx!) z?NevV?j(lpT`(Y!ygBqx=bGf+mxI3X-9G6(woM8Dr#*w`Khopo?cUe6ayxXefubt^t zMC&^ctDU=aT=~YtiZdtG>Z8%SB5cEv3q7COtvg%u#xaRqS$OUJE|aEtuq~^flow3y zE1lap@?7HbhPoAM(w3qT$5xD*Tzln;^Yho9yPdk#wl3Umz=R3qn}dA{KH1l^?!=Je zv-TIg^I4~O{)zX$kyj0#{Q~v!cP+olviyMk9I3ieQWrA3awoha=lXM|4$Z;at!UG+ zidlBB_Q<)`>4FU(EKMpCBl$JFNx!~0cV6|ZsqYSKM>aR(SJOm8#!;(%tuH_Ux? z;|356}wVPCrAx$L?@`Hz*B zPZIRAtSlY2=0kp)iY}t&W#zHQFAr%^b@tUuo$_i=KXT}Utw%QPI-UiVs&0PHf!2Mu zEaI2>W{w}zY}>-?EtC@u@(8uUtv^=v=y2}zp6+?ymLI8nuCyp|b;yRDIO5r?0`YvsAZ7NL=TClCw{GgkJ@R@*)g4;TpW_>!RW~eu z*_J1J7u60K{kq}U1;T}jJh<#6<<_R@=54E|AAc%p_CK{AZO4eUb31Kb{?xJ4YnE)@ zl$Cz7^05kM|Bf&B8Boz?1xy?ox^5OYx1l4=Dh|%y*L{lXgAXq-HxG&(+dl0p^Ke!t z=+&FDahtO%`#pJREHV1-+x{14E$vKNVmaRG>C-djzWWMyuhaMGl4sjd_UQ`ctn$2) ztb)n>))l9EbzAmWr>ZU^u-e~-wON^!Mqcu!oR+d9Y;x81oa@7z_3Z&J?zpjv!qL2K zFGgyA&VB<{sA2C36Vn#Ivir;{rd!pw=MTBlqW>Clw~ytG(J zezK~BoKv@8c-qsOxOt)tTej)9HGzH2s?N??+^=rZTic%c4i=n8=5(r<9lP7Cc9EiP zWw+YhSKG9|21aqxTWGgixWChy4@P~n+gV!PYktSNHy5~Gsz|Kryz%|?HMlIb)Tv&4 zYVNSrkE}@m2W->!t$qL2wcX;h>*lp>A@i6;U}T>NX609|xHWKix_`$plXKEH zf0(>J)~3k~m1O?Fm%;t5>X|F~#B<<9ELFFvdF|WXz9f8o{qu!OCX~N0dUwB$U8=Ck zUCquMfsWbNOM7i?ZH4~H-j5!c$RFy3Ey1^CaDzz;F20go5PNgh=mmfI^lg@*BUqDO ziQMlte^)kTMw|V!nkLWWQhYPJc9`6^(oq%)JVsl5Eoa`q^6QobEoZK%)O`N@?&11% z*DaL0FD;q!=5Ir$FPp315ZW{2>a(fn_9pV-Ykzb1e!XP#vXMC-c*CR0n^HQg8P(~+ z&Zmd=TXt^i*8IYu(xaU3`{in?WdLt8&HT`S6yxZKh=vln?%i}bKsL-oA=)M)v1pn@$QS;^c>E*eg4XgLpM0;Q{PXh>D6k%^4aZv^P0P9 zpE-JT&%7GZ?7PXD)4{yR=b`s zRJt^Wp)!kk@wMRe^5?ER|HBmBz6GD}eRDB=FzV{8+)rVbo!WhH?iXX4rLRn_y(Nmi z+<#78Vdalm=_9E}zZm=Got(<`-(8-V|KjPlm;7`I8$@%~-j)m4YS+*-Zhsn%^n zbC&fzc(o;I>Zt#mv3*KU(jsC zh6~KTw(Q!Im+OA402@i~SMfuq0JsXw&xUAEV^t-anx#piJ_F8uwd<+c*SC#bBK&aY z?HMzEn6RLbSh#-y<#KMNk*I%l&B>2s{5&d7h7i$)}G3k^385p zl^?cwZT+**jjDbXPbaNax3=^@ljxXRdt<4-U)3#r?~MZ`hZppXOr20L@5a&F6Zh8s zC9Cq4i9IfDM^>|Ep6zV)k3$@^&f6CrtnS!jW6QFd(l!UykLjoAl^dha}=qoYQHqjx2>Rk5xvvw&n(zPGDK#q9Um)^C<8CY0Bq7To;2qNHw0?Rw>c zlI<%Fv`Tv7?v^ijUOIgs@NrgI`OXOwdQWXUz3KhaGx4cKKfFG2cDww_&o0%rtDc%y zEBwn>DB^_qmKJS%x^0DiW8d?;TgN)p`S0!<^Uwih#vWau-&S-YeBa?y z9(3e<@+k|^Y3=`b?b|=O+K!o$QizmxkXMyq$iv)w?e&9r4kHLER27Xi>PI z^;AcpCaYq0Kjqlm%RBm)7L{zuuDg787d^A1FPz`;lYzfp?aQWNIhFHeuPq#8o^bl^ zGGrBE`Mvcbf%*Mu-dWd#9PD)PhVzJ|x{&jD-vzg3y(*3EH?&NruSrXb`W9q2@4pu9 z`LFQxe%RK6y-{$8c0nm+g*Vbi=I<)@cSD#Th+;WFL=DT zW_YJ-w!X61v`MPfUx|rwMa^ruiJw;%Saj;-zs4q-N(frcg`(F95;K#y?BS(0)E}T93 zlh;OE0guMsbEA9wrfpe|7w&idR5q(PLlEZ8dqy zTj7-?wd?U)d#-Kxdet|-?fv3ZZ6vXhTE73<$8?f!Smntn*W12$>xIrWLCWBgq;l62 z3;OP8y>feO_0zq-KQ1Xb|Nc6A$+QvcPHJhpSN$@KKA_DjIY)9UpSidYUdGT9yFYeM zAMr;qMxlgb_2pXoB?ilr}Qi?nm;(nm@zz1FlU(&KXTrgfJ# zhc5i`{(xcEwrNfkn)|g~QhIa6i<73*Tzs-i;eLMQ?Xz#Tt@9t7esFu`)u(FTKRU=` ze!k7nn%ncnG3iZU^kfE_v2%8T#0c5W_v>)=ns(gLtz z+J4EpVH>6MQg!~`3)&2Ti0aN>FY3*!SMM@>I)x~6&WC}|;v)C|O)mJttgFrHUT;76 zy^YC^vXzCis;duvE;zG^Gij{0aLk?Tbc-V&omm2FDy>7ii@TnlKV!?uHf0M3{JQ(r z*+ai{s&IajtL(?jE-mMFfp$%?8JmJ*tw}J44*4vnhVuS9Uv3IMXHXvP_Eb$`dXu^d zIm-%qF)xl8(dDHo>El-~uO7LrYVXLYJE*M(KoGF2<`}l}=$_G+W;wU+p)Gp8pC3$$ zvznL%^Q-=`zbUBt@j_+ucE9zyEsKr&a83W&quyyUUH6-6%B{_9y9*!TbO?NYHt)^$ zlt-Ufu;{qEP7<1ARKMP@Ltfq5oQ(xRO1sqfn$7KY8w|}hrKa7U`2lD6rZ=XXUAyVr z#Q2PELrIL}jt$T3?^;^Zq36l3p5xX)Y*;jA`jk5bO$*+BU;Ue|V9ZVWp~U{h2S+Zt zc%fOBuLtHf>rwaXwV9L2rA6^09U!o?=hK6=yH~ZYI$Kct+mr1EE1SKyt#4bwH`|r# zM|Z5MOx;fKDiZG=EckqUQC=SXncim|ALYJ!;@JBatLplG8OiQ-bXv>0@l2YT#e^{AXz2f5bg|nCWKH65a+IFq>x3xLx11G*ZICJaTQ(tkGLPG4( z^l%MU+w=UBhd!FRYa@1HPj z<04hXri$xxZ@KnYTCP=3dxN@p&qXX?nbBH3{Of6liar~@?%?bD4{bPpxcv>^6Y~ze zbb8>M)f=9EywjLnV=eI}b++2Rh5I)g4RcrPFOwF0K5~1NRDGg!n|<1q*W16bX=UjT zsT+y>DT`n`da%0NwF`@CUus%=vT6G0Qwt)Ust#Sdef0K1$XUF_EfRHZJ?He=vsZPy z>qNmdy}{_N^}s&z4N1+Utn@n*kK`1bu0C|+Tx-~U@R72jS-h;uch5(;@7${e0BgH{vU}{HiO;l54Lf(b2sSsD z7rxRyR|iA#n`BnOz_&krB)e{7({%c+&a11f$h>c8Q!=5(411ZTIqCGJ&24DmH`{h9 zSp-kDhz1+%(~I_R`=v?Mo|bhNk|Wyf*~M;?-=yZ-OZ-U%vAN~lA~U($9XDH*RBB0; z?R%{F3oHdIOt1|1nVEQ^w5Y7GtRQ`~N$rj3^U!tS1)p!4;xfKPF6`Up)uVmC`*GU& zXSVO)GrvCncFxTmZSL-s-CSONapsL=ooe`y-d*>+SR(;9oN-qARqfWdpXvVSYl-%= z_NjHP%luz!IfFlTDf(El);!)h{b40*N9)0#4jIr@tZ@=+PHj82Yo~l-#nVreZHZM` zzndmbp8V)UlHy@8>=8c>VHk%M6$0x_xtd7j#D4czztod1%|sQ^VdUr=D%YbwOrutm{hdVqo< zet!+X^OkskINWT$TA;4R!nR zFoFYE>6SKOT{!^%i+PW+-Ac0IGTPA%iHo;w;Ue zZDPBMq@E>KXR0P?yP}Dz@4fVsRhLvYVpHTs>IB`{mUT)BgL!!OtNgEnNwa?Q;O0B+ z9{qIF0%v~=A18%0dJ;5l)2|3=QJ`cta$NkZUQuk;{_4Gh7Qu#w8%y)49Kg7NuxAa1 zo2b7J2Ge64rle9J@gd1tw_C9btm3DF4Ef|w3gVNwo+xwf$h!tPjInHv-c+JmZxF0=Jc=?Ej3t|dr=BDq zFW(CX!FPsg_YaE1IkHTX-7C?#;)D8JA1W7))S#*(3#R#!%rPJAkEAQgn}6L?5g#8@ zMt$Y`%!=8rpMN{tq9yV3Ny>0C<#QSa^X+3^{0)D1q=ZwUM^rZ&Em~JH3lfvwWriOyW?tu{2<3hr&A!limy>_00;9Q3 zAiOfT=&cl>9eB}W-Fg!cyo?_<7c-DAHrfU6a}4Y;?gyzRJ%097W4axHchNnp#msf@|)7i z2GW)i`Jx@?YQmDsjh+L^tobxpWIdZWV8``N1sVEKpZZ9>I1uFjE0<3(gQe|Pd#PDE z?ZL`w$rFvlHM!{So9lkG4`7h8G&pD}29!V_1t6-WM-OxG-zMTZ;(;q3n`wt3}C|9ZbF%VkF z19hVBgT%fM$qtn2EyXDW`~Ya)@zvtF)}m_d?c5sj!G@3DnB<(Ep1&?>dGZvq53<=P z7^6k&?G2~UC^N6uWNeJaOc`qus;$Q^pP$!S+Yz5>jCIEr4^DbVR+Q@5Sd|dzl4?)< zthb`}72P;fJ}lFs(7p>hWUARV4Ym|jlo?>n^&#TMq{guan;ivEz>H(< z6MDus*`-bihdrj72k4}?0TI0%Tzp1(!gi3Fl)ALIr?I} z!p~*cqxlWb5zAmVoOTnnC-h%O`8r%wBh&(lKn#=V^%<4ab zfYB2F{P)Ss+3ALh`T8Px0t9Gv{#5s{8Y-DF1qp^wfBr?RJp5)1>_fY^()grHMQ3xf zKU)EGbM41*UW$1ZW1sAGL0~A(mK6#qc@2bSV=}j{W+Dezh-X4~bUfCL{#ef`&ejwf zQe+3!aT;pVU684RDfo}NLI$PpIa06iclI7S$73 z!G+nvHwS9?U}CcOjrJipDCb4};wugZh5NE3F>ifdZih$!Ql;)dmI3=E?EJ47Q9Ru2 z?xzDxESqj2GbezYUzr%{Ef;tl=w|S@*+`-LR_h8H-;DG<><`(y$7}BWo_^o6hxa*$ zR@u;IqTnxvz5?sSwTDQk)J)=<*6fbb$!~yxzvlnm-bnwFk;wEQ>)n8htU zO%@Yh=qH*X$)zPSa+pdeqOhX$D-g*Uww>boA*L|=QKz%r2Oc=sOE^vzRC9zFA+Do( zC$EwsDWFyfxi+EQ;4%VoySPt^ZPQSKB2G%i+u#E2tFI4Rqu0OaLaAvlLsgtCtluvj zp5b6$i7JMoc_?sU5R`D6<5&LV`P3Lsi?L|k^PBsS`hd$=GsSn60w(};l!gOLQZX2+ z{`HI)k&>CG%D-(+n?j9Erj8ZHs8WHfRTGUL{O~>+AreuwBkdBg+*?`Ji!AZgDx?A` z{cGp1RqS$3Ux{FLk(EQnT zp6CI1bbN5Nm=K_j5>G^*X*7DBaSqPQ|3#?VCsQt0YSGpi_H@wqF^wj}#e|{~eU0|9!K>)V~6bQ965+Qv$ zS@v4%gHdwtpKZp;a>~F|R|CrY`yyE)2oVO8E#^V$M6nd;KDi%z)VE8;mOPTnE3Z9& zqcMLdVAr2myq^;&_zg=5;^6+of>=8tIK^(X-I=xUj3kgrC4Vt%fua_f@OSuD@@xzL zc?C3N&eC93qt>dQ{v9u15zMv|3q%PmvVg_hh6#`VubfgMR6`v$+T=UB)KFefn<*C3u>O{1jCE{}1tlvB`tphUXBBLpcQ7vkblIG$ zysbhuS9%uw@hsGr$~Bqk%rSZS{R5u1uOEbb41XKHV(ZOUaq=9W4pSK{?c?XQ+mk9_ z1LA7HI((j+}Ow41kechTcAD5N6S32nB&HW&27V{7W^>lE)Ot9%6AZ z&R-wX@8~(zY)mFptpyBw%$B}Y{|>>>q0=Ge45q$kN4OaM620J^!L~){)J8n+4>9==i(=@&f4?P1~DVs|HkO;d{BkV+U0Nbgk|2 z*F+s+=WA0KKm-p^04i?}=$m}Jcv2e!fN5|{OTUf$JvMh-<4$1$7TkM-oa4rmJszsp z0ze!+&JstD?fW?3fYo(;w9l6Yt&v3P$cyYc)`YQWq(>pgNQfVz{*|DjI5SoNiA_W2 zGRlFvpyl1~7z1xlW;$Yx642SYSPdsh4X+G*TDM%$3A^vTu+dM23tN@_?pw#toxrKs z0EPcCKBqr^YVmMPU&hgWv%HUOzQq%?Jr(<>UXLBCaSL`{oK65I5 zTg1-n+Zyi6j*`wkgz+&^vnqmiuXN#p5N$Lq#}Zo8_D!iELxPI-{QCzx6*;ZmCMr<( zrgm<*!CW6V$4@B-@BDCJ7ra~q!rn<&B;xs6ey{Ew%L7Vm-MYxSE8|<$d!2^mqs7ot zvWe2sO})}Fo2?0e91PN~n5V;kXIBZ5bCQ$W_2qZdHI)|Rh0-7=c|)oPEsO9aSru+Q zO=l17*s2|5ewi!9p3u}@FH|Y<1)@^UiOBD~vo9UcH)O&AbL9T6 zbSztep)OuLw90W%%$E+x0(5jW8)G82<9|HeN7N1o-HzU$?^)Qrp}QFXp>D!e1`G3B zk@rI8s+HWB<+N=>xKxMl%c%_GVby@Q(*6<0OkB9YD7N6JX09Hvb>cySB@Q)?N z{NHc}?SJeKx0l|=8Z##ICRLpfGrFmWxA(&{vrBxl?oi8|08n2W{ z&kkWY2}wz7iW2^7`=UNmTX7eWM*Z)Q8$AXBg~n|z%;4(@QfqM2Qi0~6NuAl%c|@WF zY?vwkclNaaZ}k}65DPz2UReTjF?DW$e<#<+t7%g)0P@i#>ddb~vYbf1%oJLyR%!d%zujr!v2OQ_V zLvmEV-k4;4TOrmH)Y-Fm;=&G2*{07?5Ygn=Fu$iQR;A*UYp;%bd#ee?fBUIr#LGhL z({LX%b%ZpfI+hPzLSZrWZ@-dYSBHqTAn8`SZPtK>xW9pmm11oll-ngI#OgVvU$?Z< zT(yhT{i^Sk+DheV<=QIl**yMs*9Rh4+ETgmq&_ne%xrH7_0-=sb$8XRFEVaZ#9#F*@$$Go9Ryd4Cx^EV;d2?`g*1wSAADRkLC+{@@VAM zwI^WoJ{>vw1>^ykhWnpdFC(PEkCXBV)Z_j&4d)Xl(*AexbD4XXGtqE^lxeLIugl(L ztyC%7gG940&r)mcqMQcu^mFaX)h^rLAy$K0uY3z$;?@7zyxBP#5NC`~O24TI2AOtz zn!3`?Sb~y&^Lk9;U>YUa(i67r{DaZ<51G_BS#RIb(DKg3PE^}wUd3#rK-K>xDMlt+ zB_6yddWG|%6IS&5sg64(4F&HrO(mf3L~gKtHxzLauk@qZ!0xSBnC4NrPTq{{R!CxI zcBQ=2v5eGeVy(@w%=%CQq6a00EOuuFl%5lWrxcA4rdTz1yAa2LJKZ7^U(bS`g6U$D`l6FaU zdc_TL+LkB=j60N=3Ujer8-LjUGiWZkUL7-Je=~YE0ipLt8Ejm1+5&^Ldu{zXMCR9aWW{d*6xVPES>1z{`RFpOowRUQwFyVUWsh7Cl;*qLAY| zXbZmwG&6`0H-8r47>+2MCT63HvAPJf#KjzeF@B+u*KhB@HawmdY*S;Mqi&M#KioWM zB=subx1!}SV`DG+RB~oC%WSGVPT6%*+D%k^!k!;y5i->zbR;QFHRPT|+V6&1B57$F zBQJQN0yh3rDh76er+!l-8;UVmF*mlP7p1 z)`Udk=MsyDL)dbr1#*vwL!jprdLhpUF{!Jn@6Ua-Zf!dkO!$EI+I#{sQl@~}Ga+qB zQ(ukOU~|m~E;@4eo9$#Lh(GXtgXk6x=5WSI#TE2t44bj{vLqC0G3w`T;a@lA$Mf@l z5Kex$`8d|ldg`sef|4*pcK+f*!C^DExzOBDI~@SAf8wTry7`cm2f04@34uCeC%(Z4 z#XFAfYp!5#kXY;ZMs9e*oAsyOzNqW$khf1A8Z$TD$I1L$XYx@0zw}fO55E$1wD;*tx7?`3OK%89;2BX?X zXxydyp_4TT^|yaaXYHzZl5xoyC=tx{a@1q5^7WFF!5c zGY&w@RVwKHBk}<1h*!a&6M^#06Bca6+0;oW@5@WU34Jk*`g>3Q`0vk^qcsEJ!{#}9 zYD`dSoV8&FC=FRK8yjT4yBPYej-i7X^6;huMKV?b=PA}Ol3>^mW z-Y!$qdVBCB(oP>I>%|mDcIB&le2LA1z&6Bm-tB$#UmXMgS;|%Ofn59>5FCscebZ&Z4Q&h>uLUs-S-9!`^(IGtaG}6$J5_Ro^*;K-x#d^C~zb^rRoS(!fL8zz7!mm=j zpYH?$xVG5pcH5Tb^?KFueRSAj8V%lT)T0z;GBo0rHR60kez3trZBqijB{irTif4kZ ztG>=3lMY!!o8L40ZRMRjXJD%TZ9L$|rP_4bqB5qr#yta>Eir6dK%6j%VXn-8BWXIL z0h9e8N`8UJ9X}tqx{Sj`AN~nfD_0gLVmI~!p8m3CdF2~bI_X%j4|SKa z6n-K`Me9CUot>VXLY@AJd)5K2rgQ>8%QzL8XOqEjN9+dMOl6m`-Lml?U?Hj86l2dM24ThlINX?heeZqx?U;lTI-S6&dqn_L5o z7>pd&6OLeHd^Re$iG9b8gPj8UYN))vdQF=5DUAUKQXL7wN9jhsIKou-3kHnjJ#n_* z!SZ$yxP=AEw0)7s12;UD1jt-#rx;eX^P_F(;DqVvze=5YBRbjE=ZdZg?)&p4ZfO6l zA+qs3$xtUe?3OemP+1qAFa$!g<(;_2FcJVLSyl_qvaL0{VOF{@Q{gWT1}=*1PnD`~ z94`bLp8x7X*XuALqi>23*WS7Je;QKE8P}h7n6~ z1F9Dsm?QqnMmyl?vq-I!LyQ^orDtpra`N9h6Jo^L4P@s??s{F_i5%tS{=T<#{IrG8 zpLnN*ebjFBovwRN-jjlBLf}6687qBfmV5-@oA*E{x=75RT2bQ8=q4i?0OI#P`)YQ+ z4}pI5>!AD5_nHvF_@Rs1zq358N_lV;$@BYTEC^`GvD))1nKc%>Nee&qSp>{-u$pU!DcoaT2J5H|n;uss0umX%qVFsnsM1ne%84bD1wL7=}dA zJGkffz504Bv|eTw98S`rRWSSZRJgLM681rI7Pg&&iAw6*{uCCOA;S9X!)ZLlX4ZAS zS(h95!*HFlHvGbt1IBTwIPW5lg2;wUs0&^Ewj=}}wOI&o`EyLJVQo%CIN0OgG5+r^<_`S{%#-U|S+I&LNBe|E1m6>KR>H{l&v zdI36voaaAIAbXxTQRUC(7x2Bm&Wx>{a~AT}f9+mlv>Cr;-0Zr$N3nz@PFIdSGDEzRxmSObXr0`E+mZH;P_VsY_k^B=QtMYrOjyj2i6d_Zw$>e6cZt5(yyKUI2N-i~Oad z!4ObHcIouv7ulpK-Xbw=w&OgreEIY7EFpso)VCdhPzN1g^IK!uIIOk^Rz~ghN{K^Y zI05cbHuH>OhLRznPu}l2I7YL~_=xU3m({|nLg?U9qd2>a?vGml99%~_j+3V52lxq9;yqV$9 zuf%jPT_4r7DIR83rLt={p3s%MHlO7K{+#8xD8}I?f`htmp?f`m^H5Hk%bsSsBu2tl zDA~TM@Hl&{{kd@yuvD@f$j#>OP`CzBa1To^VFXEy3 zwA-;b72){X9l4|IK;h!l#XMellH z!zDLVly8L$Lm&c(LpvR+QgHm9{l>$d6JZ^Ba;PHUQq8-C1gN5VKmW}6vsBFro8gnM z@qbaYI@yd%slx)CzjGUhj$CkI*Wqs}i4Wofb~c{s>5@z*LQzJVxTunktEx_>_B#T; z$>|`-=rkjW?baB{D87S(&67g;8Q@__DFD=J5}R%Xew%>aJ=?DL+Z(M6XlMS{71)F5 zN%;Og6DlF!dO%5p`WOo>N^i@^)qJk`mrJ~MeVztsyD?$KEn<}G`Isj2UNESqv$Tpg zAfD_W)}OXkCU93b^Its|Td9Jm6;;l*?EM@Jp#+JFAC23LZ8f{B!x`p&K|97c^RFrYyEi^`XOe$nPajrF1YVLBc*)Q!=Hu^C zqWgpi87hJ5gRA@#GZ1o^HOjeU!pTsqOtRSc(CHuhBR>Kd4|U`pUx%j;F4(Ymr1qgz z)}w7?kr+3^+cyFs9%1P_OAQFnx)siU;7Zf&RPk_qmDq=XnM^-kez)eaQ?_C4>N9a& z>u>hljwCWLp8wSV&$NLuTA5on6<4zx??P^!90xTQJjd*0LyUUI?%q7tuDZM^NU?mq zQ4GKNBmR)*8`+C(6u@uUE`*PxxGAbVE=n+AXFFElD{qTG{|pZDo6!9-4H+c)9*3*#*Z^u=hkZE&cw7^gQ&gjxR-|C zD2Jvjo9B1@{%LG8z3NL~y!Sh=-(+^6#jy)!?c5P z0!=no-n|#!mVPBv@wSidX{Lth&c&tEEKKb`**KEM@P$aovh*`c0}i?6w3v7IJ(J=9 z(ylN|<+cib$=eEB)TRacaZL2J-`*-L>ht!&EC3cQ5(6Gw7Z-=_p9=$S*~|magsAb2 zC~h{6-w^>`3KDmYb-=!QBwihTcT_M|JujWqx@rGJMC-#ED#NAWo=yQW*cH{LqweBbt+H(FuMYzDLC}DXw-Y&F|C$u*)^_cVB$^(w;2P?x3bb!NKU|YhLv?`}e zL0s^9B^BH9_9}k7o_eTrZE}x}bV6t)RW9DFa+j{=E(x|I8}Nf!-;lGab>^-;nkQ2( zKvx%Ls3$0*mt)77kAE~ySY&3$7fu8d@Y|gNkVpRrdju3zC@hKy1b)3xbOvbn95h#w zqS1NIc`T|KBXR`~4GuF48=UE_BdfB_*dH2SH$iaTF?RDMgQ*VOvq?9&=;#VjZI$KBRFKQ(BM(E6_;)%DCq zhENz2c7RG=o2_SrTFX5Ej9NG87MZt?D|<_TPGAs;a6I_LCTIZ|k($+UuqOHDXzA51 z>!Fomz+#SD`MOd(AO!^RD+kKdis+Wn+u)jkQ7VYL;(?(PCE+rbB*4K)9QgkZ#@+@E z4brfj=xNVk8{l~GT$n7~`xA)YaOciBA z;0z7F27m6sm81ch+*QoH2}m0HC`OGmjok}0GjRC_wmv8s-vH1O2)sUN&uvAbaWOu4sct#LrNFIvckX7P>qHIo z*(sDMj%n^v5}*%>P;?v$;<;a$UgYwY1J*lyOg&!*Yd$+ngK9g(*NY%yhaUg}Uzx{2~j!VZ?|4I_m7_aWUQ@bNhpWN4j9x`MC`I zfkEx)f1CLEQy9~!i7e#Tln1N0(ymXxTbhj78#%TRX!+RAr2XLrpL6fIADSot6P zZPHzt6M9jI8{nx?GV_nsXLaM#CdM5q(c&2DEd zW9Ww(UZ=pLGVp6!_gR@-+mF_Wa1s%T{FWD2*IGkT*ywP?YtjW z!X0a4p2(6*!7^JNqO9T>xyvT)f$rRF)7TuVh;7|yp!vQW`xMarq?RuS=>UG)zvWcC zLjO5gIkkR7cyXt!`?c8x zLW_Q1cUd$;-uJc0Q9)0~rti;5eczo_9U~Oi&g?he3Q1{kjG~VN=k?CzMEsWL)fU94 z`Fwwc?l&#bdcaK#F(zW(#LGkzx7D0xokP#VE_0Gn21W{1w8W z)+TgA#9*3EP^LD(DOEYNd<3&q5I3#-RRV=W8~?YhM9f$g3P4z9^EzrfN_va~i}T}i zuXhQAiz@3e#o)=-mxThkWH_O!$SmD31OT~Zi@WPAVBpP6cw}Hn=v)If&@e7+tDo+6 z(7{yr_}Ab$35P7OZc*W;Mat1;@jHZy53PQ?x}Gx;D&Bux&E6Rs%sN(?yDQj~`mD@n z>Wt~O4qZc<42d)MHEds2Y|pO!a4P!1T}&eOVOB1(LR|weg_Pr2yaE#o|M}Q6c#QHx%%(u>OX;C z*zO6eyr!T9*JglR`1&>wJ%X&qTdI2^<%6!Vp3gK0x*&mmXz2?C32b;R^0VggD&b-} zxsN-|z_09d9PnYJ(JOR1laYeUdv!MTe*wDX`6gurOF_`2Rs|9N<5KS8xoJBytuNBf zh04^>?Nesv9uY~@1t6ZyZLUxZf@(c-TU4AcFqB5M{$Pjs??dvAS?2R+R*lh0Tynb- z{ke>=V}cc2>{NZfWv`lJ8$d0cg}>`H-?Oh6X8m^r!`+(oKeEJP6Yk7v>_{>v?s(Edew~ zahnNj?jTaoBI=|t&MB`F$C?Tiji$J;sKM64Nw}A97G5*?3f0v<$(lV&iGl4{ooQtI ztSq?3zl%)ywd6^e3*glO`IJmNMKL2u&@ujZVI!l&G}utj%I%2p^;p^n7ysqof`5m# zE22K|0(S>{zqH+XE6X`P7Fy24L;J^V`Nv%kzMJ$XkL9(mUM~*u(vbC0Ufl0;d`v}n z(J>2oho0We5d1rE4`}}cfaYs(eWl!P00_Z82UitNURO(AEZP@!oP{TOr~>A1RZ_ki zN;D_S(Y6qUr@GB%LpiqaUtd(asjN!BCwnh0jA*o4S)1mk7-{T7_c2YO6UNVVrvYNV zwL&ajC(0o&2d3M6N#q9IJ6;$M`gze=Z{Wwzl`5b`g3^%u!IVBQo3CjZ-0_AV0-;lF zwmKlhnj`xQG~Mm|m<_wrf_xRhm=jxuo+`{^yDwWcj*juYNLzN2WU0-9Md-~QkW3u$ zF_Nu|-sQ=pUc$bn{gAB|sAP4$Z~yTRIt7EdFf%H6q!{;B4)6E_nKlpf0HtYy5OwLu3!{e`Y9`|VmbkG(kG z`GmdtP`THbZI)9}n$R5u7t)>OdZWFN6YiTP{;Pcy|+nZ6v zkB6?yISoec>uGCP8daujOvXOm+BX{9V#%Ql4U!>_68hXiwSt4XCuKnyaqkT}0gmF? z6WXHj+g8sa#{5GMeu{X~rm~x4bdXqN@u^Yya-xUrah<(_`-FVWWVDBriJty@Q_ z^IWM7kT2<{3f5ef4~s${y@x%psw`@9TdJvuS-}A_j?!-2b|ebSl4hrWDM3B_>9x_~ zD0#pEKnj@He?_JGeh0P)Bj=4(5Cnxl(?`obpgIsIBX)gUdLSo)P{(8rw?ij|E-t$+ zS9b?hJ=&m$d&A!ccunc#1S5ck7h<&Q`fD82i_v3kChen-Uh|(lmczVS$4rrmB~nbi zy1y(9nDCn~xA#lU_ z{#|XAwV#&|9%l7ueAl6n#C^TE+=KKUgW(^k+IjeL@$?F^kCmD=AQaR z+SO;TcCWVv!OCA3+LbFOsf9h#zjmDDOz+;(kj*@NKkm3`;M5@l(|$7bVp`moIyox?b+sk1eO#~@EFUmbhy%_O zxfY16K-g{X630g8ZQM{JZF`ZaQf{?wAXJKNcDixrLlQCkLZmF;7=YX_RXqNSWrrDy zH0+c}5d`RbE>YAgrl8T^TuQ%TXg9F`5o%Dp*Gf>yMWT%Stz~Ze2e;)y9MMH1!$HqB zP@t!J;JDKDzV2V6dh!0f_(C0a&*u#AC7GVPrT

jWJ*H)j9hnUWiFasSSc#qE4kx z33fjXW?Y%UeE*S_Hr$gnV=Q$kP~g-p82Yv5n|3;Vbcj}zbuTZOsUClD`H1)EEHsyW zZ=6^Q2a8()^nRa}hK39^$nrZ;(7Mh-I~L zt4k{5*7_?rSBIA0NBo{x6snsiJ1M9(@0MUUANuL!R`K}JYwkHDTftKMo#y)furBT` zpD8LfJ3{@250eTpAn$JtA7ay2B4sa$=SAL{{$NYedk&6Nn3K z@^Oc6i2lEz`+^Xc34e4XrN1d7`Nu;c>5&-x&ML`b6{~oAlBlAc2saAH1w&>_nW~9d zeduRX>0oIL2nMuvuO0(Mn}Rs~!g3*QcDgORHL~WvZ)U(~GQQ)Lfn@_dK-QR#IN(j* zv7X$X&plbZ2C`ajC3ZQnD|UTPHM>Sl1A0(n<7JHZL`0Q*`coCV6cq=0-dq~aRZd?G zzu0gki8v-ig)^?wY`c!(4~VzBPd_uN@s-?f+*|`6&i1HqyidUbL%V1Ru{jOz7C0b4 zw7EL0d;?JO%*D-KFZtB6VhZ}3t!v1`tZcIqN($Zl0atd zaMO12nJ1Nn>Xxl>)}-3z&3Gba@H)@cv-t0?0Fm(3t@pB#>2cRF^Ri0zHwSvtVvR&; zFWjep-z;6T4>dYot1bB%1C2r4C|5D`^4L6?J@yHbf#~1`Vcfw}3jz$AFVAR?Hd&Y0 zCJn+MUyb`-88wo5men;a|4D_4ATUTRREEL3pRN?Mbf`^?@h1NQu*izy1gHQ?`P;EO zpIj=c3U7gDyuV;69(Lv;z^`##bQ_g|M(0i9P6#cG;`P$ebw0olem0;;ajy%3gBc`6 z8# zVswnJfa2J#1-AyHvK|+7n{}Lm=R%WJ1mC3h*kkR~07sBE_IF-XvnZ!iv?JsjVjLl+ zEklV`-*8nGWE({H9pVl76pI$4`2TY;1z(dQE6bnC0Mj zFb>klZGu4fuT&~Doq5h~la22P*rjZel5OCh2EJs3(*acv(J%Jyfa}Hf%|)t|MT0h} z2pX%OhzrxoJBI(Bd^#a;rt*DYo$h||@x@dayXXcmtK^Hd$5{2{0$&qfnG+-U zE*_fJ|9;w-I6K|H@&_(47@F=`ga;E&&j^K#)~?y3J0MTV%iwX$jf}NMeXcqA04ZM= z(EN(Td8G4Eh`zgCmULJNorm2d3CEccQykyef)ILCvDds3%5=t=?A=?X>4n7t<3aE- z`*b~ucWz#M)0Nl09=PE#dr62IQ_oho8FUxLzh&qBPrL3<22J2SxYW6UEd5ofYdWJI zQ7Q_%mzRGcz=RI@kS@H;(*>2-!^bYMiv_|NF~y&I`mpeoTSLO;9_SMp;CI3R2Ci>J zuydkK!|!mCTN-Iv{#MzX<>HraFMXthsUX;+N)~QfxN+z$cXHU zW&y!dFpiuh$3&GfRdzbSK1#nUaDC=KoMK2$KGYM*(#yO8%$)Q&bVDZqUPxyY023wU z0AFxY?OWRp&k61uRyV5a-OdC?sj#l^CSHeWP%u23?0!7h`+b9!7uG~h@S4Ifc9Ktq z7fQQZuc5*^PAq7NT0!?W;dfI-k!h!VsjSaUSdUq@juUD7^6NlZ%~|q*&f?58&_YK!^B1pecCR;1mC_E7F`4J`bFb zxz=L6%qrJ+tf9y9dpm1U3wGa%`0vbe(R4CTkjUSC`I6EeE9LV@1{ShDM3z-$b()Xe zC`R;rEDZmk77xc>uV<%UVj&niVjOHV70h$qPh7R*b_cJI1?%Jlxgdn+z^KWHk2T`) zxPq6I#4rz;#zM`CmzIS>Bo~+?c1$yb7gZr1iBQRav^|S(13@24$`uFt{XSZs-99AZ$?}w~65{aiC31>rNMB@4i)*bwRn~ki65i z*y4q(i6U=~Yw$z1^-0z_b18j~$!1Gl(HqTFtR;eMvEubI$r3uf=NNz3yk3pM&pzxA zOZEjZ9_G1STvZq`U& zCVNE}(A{J+nA({;&QMRMbwEVdVYZ^pw606Hm~lC8tU5c94$OkxwcW!|cmP8-?d)DL zNPa7Y%7|I$QcBvrA(pLl5g8v@W|jjWC2;gk#K5p47|^15xjH|8X$vPtkF7@C(1ttj z$<2}fdnsb`>nRoZg9xS#2Q?C(?n)R4s&PbmfCAy-7`D=&xz~iJTwDJLfg96A+W+-Y zG>{Zpo&hu1>T~_b(CPA{QOm~aQg5Wgr5B46jCo&7EZbz?-#4bNVV)qq#k=9lIY@u+ z`;7*l72|hChlyQDe1+Y*5*=!foalwOH*CcI;NFIa?Dc*;Ax3DXSeEt_8t|QiaHFmn z?|VRY*BkN~nW9Fk^QqQAwTS{bfI%sPS3e<5V#AJT{`L0OrAA7sm9oE8WehmbFlt#P zv1YDD1;6#L!JUVianrCB2Es#S&dPm`^t!??%GB@hZsGs4^`t?2S3T8#B7-qy?D#gr z*qCZ7jU#^DxQMdSabFsEFhgi8K#-kj#(XU(EM#1-CN_|mF9&~-fY>FsODIrc@ znttIdj5u-;|GV!YduQ6_=e}n+tijVb5dLo%E?->}43%D}-&z_P3dcbK{T6^7lML`= z{R6z2((p*HbVB+Aw@Ns&5>B%BcaL-nKM?-%evF?-Av?_P0x%yI{WXba=h9`qE;ZDf z72CszotW4NOn!bQ-xt0R*>AdUgg`^)_Q6qR=Beo1o?9B18QuP z8kl{KkImzae-IxK9ubjVb+QqERn45sUe-sp%8*7WHJP*$a3@F*ryUKkrFU$*g9EG3 zHa&+~;-a*wbnEY&v-lh~WneL;2gS7uL+bOEX<|4qKxa@O00vS1^u{hN2<*(?8i<7P zQK=Eo`6)=TQDOMZrHR!9Fi&RAwFtS{^l{c7+;b-sfcv1`B2BtgkF)MJWVMX5D#b1IyA=k7?3Fep0ORRK<|40sU)JtDyzL z|Lw!o$-E#!D@^80`sTy{ei88zVX#WoDK9f)SXtkwMTZx%!*g6KA_qSmjLJ^0K-Cx= z-L2Xl{V1iIe&aAhX^h_sV}%3Dc#x1#xHspysJzCp zXvBnUrV5!Ou$<;*o0`h5pl8$5>ZNNKL~7Q#S09!lrm7l4IIt(mUkhpYtJ8d|35E4$$`}x?Qt-FQum$sxzqbG147RRV1o|(CA`YV;0ke^VfJw5K zU+j;d{sZh?<+Pn|eDYcKB`IaMWIou6N}Ef31_lxsH`*W79e86+vT`mrj|egOZeEZ^ z@7g^K+fl=~G?}R76u_nj3!)Q?MKa=@Pajl%tZ3PvZoR6df#=JjqIL1ZTU@~uG>YuL6p1T7@`x;2h)~2^hqk&ae#lc7(j}(130cmATCJYP6dkl~|xXB30#fLpUmAf9!y4DMI zEcpx!VYr-s3#`PCcXLKI{B)I}W+$*U9ir`yA0j<7fcBh)#2%gFVPBa%^I5Y1FgFz< zC1wv!?NM8DE{+4^>ndDt9BI2^*=bLJ&g5!ZX&na{WasN(%jPuEL5n)S~Oy7aRTSAix zjMW`4$$@)Xd>x;>0>g+ekG>BW04Doo?9agrO?w0B-Ouukvki#m{9w3y!j1oOAwxt= zh4k`nX%dTmL{FIgY2vgTroc6QRcD9|`*oSWR;!z1dh#&^ zZQ1E`UE>+ZVk80hth|kMlp(@z;b_m|<>cZ1dcEJ%9rrATxt3K3jAN6>=futoW7QOd zY^Yc0a1tx|F+t4l-UsktwBq$(*~|hP55>vmgz)vc#!t87cW_{t8}!9J`}G6m`WRM< zoMzy%nFjms7ld*0Z8XrcNy~&E`z+3hdXNvUHu*7_UMe?6*SsF3I`&PVh@?mZ@4TBI z_Q#m`^dV${AJ6VJC|*v?Q5{Ae zOK#$>UCbjLSosaxGH!Vr_}Px(zYRJo^hf|Qbfcx$f>BlIJbG-DRKNSQU$1%Y5HV{1 zVVdQ`Q^upAH*MwLmU_kX-+I0B0IYFNaFg6dn_slBo9X$58IwD+e>hgY`vkf>%2q^L zJjwmQtzNavtAAZo1$^VVBA_+3Tma;jUm$7=e>~wBP-ubsxmK`*a}YjC>c@^)t0>z2 zKU{qWG+b@hHbS%{Iw86sdPFayjF#xVL`?({y#=H98bpa`!w|jqI*90k5kx2Y=xy}& zAJ6+e-<$7W>nzJ!v(`Cx+4tVpF88&g=h}njCB31W%|C6KZHV9rKSUDksj3G9y#`=; zwHPldn$@%FQ!o%Nr)T$ocr3Gij*vot*nCU?z@MEa?)9NX05Iw%4y=LL<3MFIz(xI# z-$mMuhIV)o9VLzl@XmRl@1_&?iF-p9ddYe82Hp?5S~&QD}yJz{A4BfehRE z#*p(E;~{ustLHkJ`O4R^=SFFz*;)S((n6qa~XIuG3j9ao}R1Udr_r*+Z1P!bT$( zaBt(QdrRN>&Eg0^@PSDShXaWg#~!B(_WeFLFXEGL3bAc(0D}*~fly9iYp|rg5dcSK z5ABf^M`|e1QpuA2a1(k!!Chs~2#~ADzbUp1XJ4^8_R5$ps>1WUYEG}bhcxJ$FuXswosv#=*!w&SPtIM9%VTSp!sKu8sm5xjetNKZGMOl8ug&iOA@ z6RYN*=8;jP6*G#m4

#jsJcPIXZKn#Gap<7=B8LE@-9HCQQ!L&rE+B2-;&goe4 zig9LbXToGP&CTT&pl$z?Vg@kSjY<>T)z-Sx!Z`t9pgkGEmp9uJN)e5tz(slBEZ^14 z92I}X$y&b$(Xw9I8_v1l9u0z@1Pk$8mHn1|mcPHP!Hha9JR+t26k4=F`s^8!3xd+P zXn*6N>RzsB9c*uT072CyX3WHLbmRy@;+DG1d$puv7u5zk3In0hcO^9M{M8*{03$g^xrRT=Lig2r0N! zQ~UOEq;J`Kf5e|V8j!rZx)t;I>>X!wJkuFJI>QDj+@7tASsby`-8%)a$tXd>xcf^KF;fJPv^ht4SJa8Qjw5-c2zU5`&tI% zco9HsB^(XX+$2f5iUv;(g{A#U%lA44DlIm1*ayu4;do>XghuY^(+P#Jz;|cqmlSFV z&fMz=QZ*!b{~6j{arB!XC|dik5>V_z7vN6J$=Y}*xZDIF#iAVp+*+OiTi^zRkz26B z@QmiiB$F{2PXbQGLriahRE^3TI%;oSGdi3G{GEGm zSTW-!Ea}3%E1L?puFl9>839ZyrABA5vhcklU-#|~;X$Q5GS3UiLa_2ZdX69KF!Xhs zkaTQwskItt>b)<|=$J|@Vob2R1_xs{VCs@BA_WtV61&PH+edc*X*>l5fk)ioRRgK!_DcBTT&SlM( z$LtqZ=X5Y2@Vx8&fGYPtT|EvL@&q89o^j~-C+OdECd6W)6$FnYsvB!$lri{LYE^Ks zmBfO5=vjSd%*w+^I(F6USOm}^t5|U1sEHc+SgY+jvKQ!b4i@4F3vSk}8f?)UkZ!dr z9IW+jW+g?8iy`W9vt3h@c@B#X(2D_Zkp39ET?@5HIb?e7(&nnfa^-u)-U>~hO&)%u zr99um{`q*zNGK{&XY{@r+oM?}pe%9b2tyKadA!ucwp#~BCKT(9gsk%-OPwV`??bk` zv;x$2^C`%ha4!KiUZ`C;0uz3)DeIWQ?gm_6CMHP96{{f_!^t$6#@DMe=-dnN zUEz^wJjhDMMFLST;*+H+`@=tdS-`o@!3Ux>H3TMJ@`MLWtbU$geSZ@xF!>vvueJg9 zGuX7(%mYPe@I!wS?e}?orlnpe;k>Zw57(xEMOqHI(>0P`u@5QHC)u`8ozXPF&*Yg* z5y5)pN#FtDtO3iPVy^dq+*mdBi#x(T-~uaYZ*R`2kRmc~b3|(bnIaBxw#Ej6;@kiX z9+mLe*-+HoHN()qDgYXyv<;s~=coZc-o#tz{1cB1OmlI3Ac#4{IOXqd8#Yl5LK>{D z(Of3v`LbW(s!7duYzteN#y?@`(|D}4kW-{5*;ic^n|R#<#{dgmdp!gTdC@j)%!XGG zn9;>qy~s}6)&DblD@-|Zr{R;L-`fMy!p$Dk$)&L;QH>kdt*fkPo;NVP}`vt{?H6n4XL5)=pWqa z5|4X%<0yRS7p}k3VKHQ2AkWh1Lf8eg+xd1%0a>Bqt180;G-B5=+k&Ssuz4i-muM%_ zBRfHjL?_ZSzX)RCr)ZFm%lJ~ms;sq%O}}Gq#iV%Pp`}!jxKS=q9!z?) z&1TT{1eDw@*FT?xhv%aaNtzHzR?A#UsiG-e`m+X&wwt7mdyTBgq~`2j)h@my!gjDH zFLz}cYVriK5ih%5)NX3lz56huy1*D99edj81YAA@8i8QLMQ%ST*l4*e0v#}lwPYTw z;GrFoWJ8YcgIq_gJ9}G+fyMjJwH`D`6NZ5Y%98CwI#(0l7Gu7ftxrOoJFnJS=8`OL zFe+tpC*|-POB-*{JR1foR7^Fanr7*cp2T6|^jV5R!@ z_{pHkc-I{t@i>)0$3j;-_tJqy2f4KOn_uKW2!DpV81OCs*}l6GtYScJFFrl*&;Nas z@eaU;seoWYupz{UXEP%HG_*jBFLHMz?Ys;NrVtDFT+G`N504^Ly;)QEHjN80_^e0~ zo4_AMDrvRI$FNw9^>S?N9sO*F)>x;C(p9lwFY!`ngxZj z4<|5P9=Cj4j=SAyeUdl)vt8n4pHbNy4Zuoiv>~J{R61-PhmD+aBXnU4wkQ7d(^Ypr zPmEl6Vvy0*rTa~NFtizMpIu;Me7TMC@bN{Wc0WL$e{z_j0~A_HJ8ED($-86)b>2-U z7Kh~fR~+sOSx0gJpEzKFs;v_)rNFX4oefVWF6!=z)HTDj(p&l-DU-8+D;lBuv@KLY zfJO}s?D|dJ)Q6ZrAw#}D1YW<00kHF@7E}$lM3m|9p~J89Pk-mEQ+lqIWR#pCKCFAH zQ$aj4sviPJL`)jWd%MK=) ztZ)dxnGICoHiSpwLwdYQM$$yQxQ#up?d~`OuGe-pUndDl)TR5nUVUDgIo9IMMXI`0 z@bkPG4e*g+xfw9=ib53tv*@OeJfi};x*fO1sK33h45W3s&v)wLilJC3a zzjeLNOFj)@0BNtduV}hEK?rWbk3mM$iy!D*W7NL;ZBU0@m_W(dU>J_q;!z8HK z6S^T`&J$l*p%9zw;OH6~eque1{iZ|E-(=|s=z)>gds_OK6^KJW+@$6OZU&-b!|P4y zFpQs@Vc8k>YI;i>MDUGX4X0< z6nTRNG8x#rNI5upQm{I*%uM@Zk(j_ATAGIjC-$FDp)gX`%2TbkJBo1*^L)6HwgJt& z4G@&rYK>XiH(Xfs-pS5xrXhq*j1nF^D1CiZb4f*ig47WQL4+0#+^nuW(Qemj_2L(# zhO&AX9?PI3BM2YT{*2lfIoeP;FrHfOedWWy)|rGUa~-3#^n=l-UhgqLDSeARlmlE- zZa>+*0)`FTpg%vpf9W3%aiDvS4B0xB%NDF7x${(}PJpE1cj;KGlJcfq!KLeLBgxC% z-Cd388fUCIuO%<*<$kiV{QP_Q`!Bk@C7tfOj+2mriWAgy8+o;?Mt0YYH^@>^f3oF< zmdXv_k*$v3H&82^JsGjQ*LD+OhU^7dLb5u{Y)Tbyu-5}$z+}eTDlN!IHOzc_@7C66 zY!xvW)iM5~%SithXwLVrWfC6%eI$=0JI}j4y{``4O!s!E;3V_QwE%_q`c1`s8&uf| z6`hZa5YI*D2FNgnReXBF7hZqz9Xoc@>yqByKfniJbNMIKGQN(U$=!?dSSF+XL5Dj6KT3>#3v9eX5ht#rt9%cN$c_kGam zyL)J$^@GmVx0++DQaqYUdjfzWzV!XTx$&Y18=J}%VSf2XaX7+kucVswjG3uJB7S#7 zlX1)T)y_Quv3hI9NtSm;%5SMSZ{%}`iJpD2=X~*9cAY5uv-xhXV_dYwH@+>)RB5-q zNaPOLcG+iS&mCkjank6qrg@PJc=f5>%T)j%5sWovf~l8F4-5I6(XRVUxpYsn`kXDV zJcJx2h(pF5f4F*}e#HTqae)S0D)f`)rzG|< zKt*v=_R2!!Zc^GWlSUM*%RdVtEZ zXS&M|g8@FL)}OF6+G{_DVV|daVxOgleXM)XLGud4C(?e?*o_d>AqL#h@xzl5Wo|i* zGDdMv&wu!(ETwG$;%cCmhRG@Mu5Yb9-?g(b;nMyqHI5{OeOR6w5j}pl}EBSdR)d6SD;Lm9~%E~{{xK` z{?qi;KMkX~74=@j33x;7>xdPMrv+cz%ZWWus-UO(IaZwJo@^R6fZh9ok;e&i`vL-g z{@4vlQ(NlP|MLPgpx20c);eBAy~B3&J?kZF>8FHKX4uhHw6QFE*a>-=;UdZ2zlBUh6wORto_fStJhz1IQd$;!YZl*9sz z?~+I*Q{JX0{KSuz8K^j(f31zsYVIDcvmJU`y%s&8oRdK7Lyviq*+_XqS99UE8 zkaRKmcIXW{GI#Hh943hDki2Z}<<;`Vn*y)%DQrUjAsy+le_QhXv)jEg0j9nu^-C3P zXR&`~R)18S-YlyUGo(N8PLB?Od$-uD9dEmNoQ30LO%!@eOd!X@p)S@QWqfy$jl+wX z&iXB@HqYiJU9u;+x5zW5QXyqM28V-c!wr{#OlMIcwBc8R+CU$Je|G^8&?=19cK5zj zpGIrafi+CDGTQjeCTC0ff^JPhM+5tpKS*51Cp zId?gtb}Lm2WFE#N&wjrtf79EI3xM@wOcXF-(m~1*s*Nf=zpJMG`t43 z{T;sx=}iIeOS-ccO{mDU0+VvwVSpb^t!xgTFY8%F&(<-mNmKA|yU9NvKffux+`FNj zb3V?c=?Pct28u~LiNiD5iN^0UxK{fZn?QP(-8^{2w$RFBBK!ZE>7CA?BXvC3rSU`^ zxT1LJ@Wj3DPbQ=l4SeI2^#0RRDOf?QN69Lr{_})sq?!QKNe?$)!<(>y_ssJOqauf@A;)GV8_Z+T$6y+{JQ0`l5H(U zqPkPDKj*hKsFPqyq5b>Nx8ewsc{yAi-TN^1ZR%lVkJqtt1&7s8_{((86M7Wm1V*;K zXoJLdwtYWite-DJ8jXCr&*eE$0UicD+P@EBGG_YrRIyUA z`r7!zSi||l%4EJ(`RNelO83za5-5qo#5dXn>xUtwknN7X-z{;7fr`zDZ<{TqvA2V-oBo8#@w~HiUa#@^ku4-&Y?_j! zov+A>Y3?M?3-p$oYqA5ch!|rP5d1qoV4{S3nA8Tx^WI@pmiotVrQEC%pe1j|D48OPL-B(HX9kBLMRpoFW^^AcUR=7vsUc zL4VCwR!M52NH5<+2C_5g{*0Mf@8t?^F|7wKkBCwhR1C0E?OXe@NMCAB(JdNL6qc^oj7asSA1Q^I}S|94ii#jAtfSlTE7DC9Q zGD;l?R{d{r2`)xEQUBPY{|W#a2Cl-Nxxmc#pEgz}ZZj5J`*h*yLY+|30GFY|5ZC?Q zMRj`e`rS04QI1~sGxE8hEz7sf_Dy7v-n4u-l^o)~hk`+Za9f}jUa{hLrFvt~_HQk~ z*$;+*WX51qw%~t775FFa52kKQ>z6NWb-zC*-ouuZ3JR-4knE-{N*m}SX~aJU$1`$5 z*gtpYD@6(C^TB$;s)_v(<{f>qi9z9-c2>W>fv23wknj;xqPAu(0eha66LnEPGoC@8 z?N&td*ViNZ?^8!3<|kd^>prXuZ}F9KB-tBxxS2ZA|20cAoK7+HIUh*vCVy62%MG1k zpPLMlGN>w;6Veki?>IyHmWR}nPbt`hgt000V5xKZs)_S@mx{=ESUs)k^%#nBJni`F z-bfIlnU|Lk0>LM({qK=R!z51jCxM-=PuyfI)=^R>TI@!4xrPT-Ry5#OZ&sGRV)pc| zMN)>)Mv0Sqfv=>Il*#;@kO;5O=I{RA(WzMfIz+K?rb!hc=vF}rwW&H0p?#q4lJ`PlY_6QJxlJ&N_d)xLxX)NM)f!K z7;2FXAckUn3%eHLf-t^;G_`K64RJjg=1%23_IPSvE%*Y?{po-bdm0DyaV8jGM5O}r zd@px?K=7~5x>FJ}LU1N-SCv6EUE*-3?bq7FVy4O5eAbYq_m7q0 z8N>UJws5Ti5PYgH)kB~-ofuIj zb(ba`{(mc_?59~AsGF-{K)3ZggeA+6LqwbrehXJ5c1G1k3@Cd{BX>dPq1bmcZdP z%6Yy5x!UV-`Vy&<6b$7&45l}CW`D!t%i8%Q3dDfYW>gE8KBvyM8@9yO5TeOS9OZaS z<8=NCofGoNESvrRh#2ALI>hBA_M0W{8p&ZV*y+RrURJ}|U_jPWMfEt)9M zK{fAE-fUj}7CLwsT~!R0EWd$z9#|<%ANhYy_*90!Ijm_Hx8U}Vy3`LNDmC0?v+kKat(O#%d2~ZAxKB0HE@xtl4G}4+=yb&)L zDq~jg=r2J-!w|$w$AMGdhp{p`v>w$i9=k8C=K&o%)Ispim_P=Ks&K6KpZ0&k{HLm{nAkol8GiFxgEyOqd z!QGzE5(9F}(|YbJ|D1dwc>W#ZTVT|d{d<;|ThZhqp5;(NuOj#E)ieRX(uEZhfrlBM zYh(YjYWs<3QH=>{YNH2ktQ(V?B(ARGxT5uY;<>cV-^A6RZ|l_qW{yVfjw2CvZunXw zO>zZ*bxTbAF}&UaeMI>w01fBeJ&dvt6Zs|A`JDC7aOW}Dr!sK`7l@RAE!b?O38FA&V_w6h_a7;t&%Smc7>SoG`(|#VcF~dJkuy`!cXV6; zPOc*KZY7k@0W_5;CMtw>9T1?;Vtd^;;`7BlUMKTDqX}l5wj-C-Pq%}6N%ou{iSyxS zq{L}8T3@gnHjq@-BbiwhtVW(3>%81=jNL8?j`{|2C8N~ z-$48>XDwe(nV3!S+-T=Q*6@pm zuMbv|Fk$O|ngZqid%hf%&E~|?tVi$%>|zJ>M0v;xwEYj0+mh_Ll9J=&6Ts*Onz6aR z&aWx5osVq~y?s6$+JZ1`D>JaPfy22UDb*f4uS6NBN)GAvf!Gs6dzAk~cmfh$0si}} z*kNo;jLMXy+T1qxp}zL}aH#Ku6=@ZIVSXl(f1J6e#L6=oa2{s8_w%~O{Fg}&x>3Iy zr%Hx=9n3ItVW-%n%NPj+>F`DEjdUr%ims?*)+mKt0n9$Y<$QO5n<)~$kd&C?&H@ul|86{H_) z`6GE5&SXJmHG)GPcQ~A6-b6%W;|75%Yc6?iQ)N<(!sWkNYi>c2kBf;8_OMHU8^EQG6x#j4$%2h28$2|&|_`(X@)&?hwKvcumJOFbMG(n8cy%Xbxd_#-ro@3@-Zm+6b2rz zvLu+zi>(`JVHNQW@Yy(UQ(#|cjP{Wm`^Oq%V^ZUS_^=XG+nDfhK_U+W9c#5$Tlr@4 zS)Et-Ci)M^ka`@jv+O>4Dw#%i(hN}>`=(niF!(~# za!G3(rU>UypHQ2zFfes`3uwpAr+@U3g}fCAL;BTrb0-!}#)6aIg}}tTSUaJ%5BXVM zg&`6Gvlt&o)jT7LX69`xc+P$&iWQ8{bN5c)cr6JtT=;D5<{3t=4QV=ZEa)o?m@JNI zoUGp1ovP0hdv0@N-@hBvdtyKm;c*NoVVXc*=0JlRF%AmV9Av`13QSR)sP;z_DuY

f;i7y!>C3fl@t)!LVE@MikBKx&zEqQ-0N4z^J!fG6E@o%CjW@?F@!?S z8&KT*N4~8JRXhZAw1F!d zCtua?VM<9Q__rcRe#xZ_{t;m$2CL~GzY|i;L1;CaQaurL8F}zd6pP6o2Xwb(f3Kx7 z#{Xy{9pX0=gS+Np>bu~^s>I1D<8|cGeUh4s=kMGk+4b4l{yn{77_|6sB}y+;u$&sE z)#nhXJ*{|BRuul{o}Ub;ZCxlzBp7;6|9|2caj(q!00nz&_(UawwAA=3BxX<6Q_0ep ze_+6>41qi}udys0t|`-Qa>Ffc`j5Nw@lFl7@XZQ@^d@jYTJ(nP0q!upW%)l5(o)E& zQgL8~g8yfQq~!dK8K(q(6_GZ8B#%?aBF;b@czaCV<@@=s^LGKOQUq9+zurp>8MbV& zuaZ+Ehj8vs7Ue5ewi{OyJ36uMzWYrG`N(m%0}TIztJR6lns&5B>rTFLrHgmj!{!s3 z)jz)uvE91Rc=IlWXJgZ|m9>g{(8TuTCuot4-ownhD1tvZdTj7KpKPawkjQ>ccmtcl zAJ^rk!tvWI-9UuPbH2az<_o~OJd^Oxd3};HpA?@23zy{ z@XnBc>`oMykBBBsQD?VS%^A=P>NZ^_C4;V}hJdV0|0qsm9j7stu`<}79rSCh^C?^G{vOGfn&c2 zhQ18s?o0wgK?(?O391d*El2-G_P;Uj-k*)*rgp)#O7PNUJ6*Z8+QZ zu5Zw;`R$VrF%7s->H7WJ09go(Bxy^1`iTd5DYdD4e0Ob1ksFlO)cvXIiM=lMY>jn> znhq{_SU{8-2P1&#&mS@K3Tb3vU|GdJ5N5>@*XdNjfj`s52&N4-Ast|S941Nx*)|cd zJ@Wth@#^Q03rbD~j@d&9bh8LGMhxvrsI8x55=1msdkux%_js0JEO9_v zA`KqG$9eu@sfrW^y)~l>|k5hhk&0&0W z9BZX}^lQwwx+dmvU8UqIhZjdMl$`4h!&KZ2_7M7jh}Cc#aD;Kh4UmN=>rNAYnyiJS zBZnDK^e7|FG&7niWXNjGZpPqr234yk+8kBRHUBJI{qD;Oq_vv$`?iTw$>sNhBNR9w zo6tu$2(i>?dK|dJv|6kq+c=GEiP8Of@7AC-@ygyhL)gtWowxZZ{MCUC_v+~PY%4Jx zAPDCq)BfFE-ZTi2Fv?nRvQmjK4@lmb74$r;R2crw>|c=f$c*`=&PO7#`aSQ?_a9ZK z6qHPiC=V{nGUr|;L6Typkn6XWxOUWV6;Fv>rIG27q)f7sL;>6s^ZVUDNPwNk8O>wE z_CwORvEzUp4)$~r)3^4{V-AfkuoD)Y&I~L+>6>lduxHi-ws*|tt<^wTMSVb#k%Ui* zKI(N+bGK_&$M{YVdG2g#!r_=-QCd?P}PSU=0}J-@{cmP}Ym1Y)t1Ex@sA+ljW{8Re|o z!&$=@=Dz4@2?dVc@s zj&v7QQ=9Hv!Epaf95ByEl9fLM@ElbvY2;3NOIYg@a&DIN2TM>a&_*5PW_7&z3*?go z=Xr>3@@x2f;wH#MtGKM_*H_B~wWjlgr_bd!u^2=@b?|N9 zV&PHr0e1=a!RL77t~3j0bbj7L$8kf{;!?}dE0Kd{PR-HLQHPRr*X*{E5wEvVW}IdD z420OJxFA)>pNj}{4Pmsd+ahlZ2s;kQ!7@Ng&j{Y@$Fn`q-&R&#Gu`esn!1=&t!EUr zvK~gum=SouDNP7znK;VnHx-#Teb)T~u=j_f#BEmHzNx+rD?d2Kqvz^jlB+yct&+pL ziUw!1&aZEwjY=&f$;!af)KHaC@$--aCFm!>BaO&n)vhHY+Ux^TiHyG;Y(m?e!dgwBjCmOaP9ZW9o6g`l4zpzKWyWMY~!sL$O0c zv;6JFo*b>QQ^}Xw%F(dW!p(L?)zsJmuSEo4M?&3NTi>KzXtloBEe&m=5wAUd@Tt*U zQ~$Vi;bV>_SJakZ00i(LX$c+aQPVHUK{=Bo5hGJ7TD7b^KN*ID?6F%T^zlFv$%IaK zAx{V=jztu-V!IOIl@|Up;dGKd41s@@8XfiMH7?xJ?+zQC+*acD5@=`l*p>JHv2m&URO-lI5u@vvkC%V`b?4=Eze@=88|t)!1Eh-@MW=EOI{GF?ldt^=UBEHovjWh+21j@rMkX743wWtoI(DD&YOTY!5&z2X_Io zJ>sJU1YSCkQ>rTmq7gSU(~#P}OH{DOvV$4}>K%pZffx|bUu=3M3%JVjK?tQzCGpno zcg(1}@CvBM{m@NHG=PL2<(+|Hv3$4cv<~3d%YjC8D^QjH$*{;f{F1?i-7L{qq#bUB zow7zin-bvrm?(Kb*jm>lYZC=yraw$u(DKF3?Y+1h38}IBIrMY1lidoounfMWCv><2 z9A8+#YO-_Mjdm|$Y*(w;)+B#})hxynuxM{>EeDs)2bf8GdIN`dFhb>qxkRX0Nh*jT zMtdV9Kg2yZ?c}fbf0^^c2I{{gV8AFY1@K`MUO@$v9RyUCkD`->atqpL()5OquZsKvQqG^-sj zn$Vf60h->Hw)eseB?Rz%SKLYkAc7dqb$3P^2Wdf5**)Ol$HB~X_Xd`#yEKsp>VR9( z1?Ajd8U9pAamGgu$pj-U4vM~S^bKWCoMa9bo&=41GYOdYQcnxm(FH>tg69Mtz}92Z zC=|Mi5l3&g?PtCobuvyLou;d$DWgf2Mxif0>PkT_%ceBm}o|m;jP^ zGz_;AVF;J*j{{aS)!z5{8i_LHPg}WWZ#sT@9+#%V6jFQtcXB#a0VYO4v?Ts}2!v1WQ*zCJV^KJU> z#XT4O(f1m*SIVHKWrBy)b%C3JnlT{^2P6Bwfb>xh5{U3&tevR`#^FM5O8Hs`7y&13 znE}<(@C_l)4@{o6-e)27Cb2F3)H7>xJkq#q8;=w6F}UTH8a(Wk*Te-zZhT(y@m!u( z9*?ZrICby+j|02twGy4<@&4A#G&t`=tl2PbMu8Fbgf--t1??`ymxxJ^x-xhSC~fvi ztJx?k-LO*Mq=X0-F!H?mF``HUod&jU@yxl=>f^3zcG-fE^+ipU8h}bm(rj=*UMG4( zCNMT1%aIYC9y^Xxz>ia`XMbbJGmWQv)NSYTZMe$)OXLYZQBQHUuSAUl;VOIFz>y0~ z8i)mWVGu%2qG!j#fs@pgrqNq?Q%>wfU6ZT%V&om8bA}vQS(^P9+!$VB1QFyvk(B8% z7mtq-p$sT-g|a#NV5lJbFb5cEzy$YR!vlhgX_I!NWoOJ~+Uo*qm3+UgFTg-3+S{j@ zTkOXB`>2xjkKQ!TE5OYJ-&;F%oqhBOh)C>*`YXX$o9&zrT^sDF@|eDWho7DN?94=F z^M>Q&gX)kf0f?iuY%s?zE)oZxU5h{3-UXk{ly&-MFYGEoN)A#Ru@Sfr7_7czMMB7$ zzQKyhPO(+r){PE!5n{aUWpcNP{kf~y;CYCr`r|g@uYOY=j2ZL3g4JTa*uDoABRLv` zFX=HJ0f|#lUuoo2Nq{~+C?`CjIe#;%#Ua*MsQ4*~N(e$Ji$hE`ESm}C@t$CpMz#?j zvX0luMkZVvs2Y)rSoYTL`JJBS;>Ck#gs*RG@4C2J_B5&s;p-03;cdpXc}w)0-srOb z&Uyv_TT?3>1I_iNMeS+HQ}t)%Qz1VJT@UuV5Wabd7;M@VZ+-jqxar6W4Z@3NeZ*F| zNhRtJ7*VRXu7HIVm1|LpFkL^{PtV97$mb@(Chj+U!L!Qcgulw+a+i?~RGimHk9RrH zb9BTHhC=MQGa8gf@BjSmJh6S^2{25Kx~0C>iwc@pN>=eu2=(+l+gI;T3Clc&Xq{2r zHe57Rbid_t)M0wnxfS2zd5$6zty+3aW8xeQd_Gh&)--QyxzP1^dmM2(2*l|_TW!t& zetWQXnG9Qh3N{;ei^0ypD3HpNbV3EY|xa>IGQrbrFQhkC*r{raMc z-vhCj8qv+>Fz%bUe`^5{O03h8dxWK4R(w0>_HDYEvdndl$GoyxlI-+0EiuRyxI9cf z7YMMe&x>tpjb=KhZ01apsKgCewHodlAajjXazK11qZb5q2p~&AgT4|xl|Ee3?W5y8 z#j{$#$CAW=V*KtH)5He13^gdzKJ)Nx_VKm){nJi#q_@iS*Z9%4Q!e+l<-8no8rjj? zl;G(}5ept4_l4Pt6WUoHo>lJjnQ9lLU}C|9#dNLf^yM}B>(e2Yo&}+wW!;E=?Z$;2 zSR0YFU+*`ui2^GXH1KdHS^PLyjW#Jp4v?aJnSal+F>C_m{;;6Wbvtqe;7e#w%UjfQA zWs~jn)jDiGi{9#sm}s=){T*VTY<)nSyD=r%_Nq%UF%N}8MO*%g@KaV(%cj~!0*P7%<+^%aE&sey=fMY#}z0F!z2PK-#$xF3@@pQPPLW;>A%A4>VHmp+Ng?O5veT>*CQgAc)W*iV&<+o)Oc%)$wGllo zk)c#iPgLh~#UaXTE_}aOA8jYw$q4;z-EEzDyHgsP z2DizHBcDacwZjl3WvSinfMNY2hl=gFGPZIaQ@NRXh6)A>Fg!c5S!H3olw!B0x2jXm z1#v)rtYXmDLU^G0^^O1n?OedEz-c^|Gdx?9eFW+7`cQJx>&c8NGi_2O*}G6}6pFh= ze!Q-snbRGfdN_Gkz|j2WD6ymR4s7j3mnAaQyK9`hJF$gbG|kn7qmf<7wjK2fCN7i1 zkDMz4Fc3f>~lRIapW`~zFyo5%1Ai<`muO0ZLnbI$9T?e9d8zy-pL}cfL+*t3F_BKzO5aFOxtdc#`+n(vbm|%C@uydxoRk=b+o>}bzeoI9M>e@ zz8?shAZNb2sLbhBGxE2I$858sG-FM&9m0NA)^Z=sBg!&s@IxvH-Y#OZTp63|PI9Fi zH|KD5`|JApPK39zY`XQ)(q8%G;2m}nB%NKx+zQGY3M=lfnDG5bExgoM`Eae*x}fli z6aa=dKffI*aNeMPl<4rCs!Ua}8i|CoFS{E&#)Ccc&A&aHLvY~0CslpphVzIa0(<4e zkxlP8udw$5cJAd+#W)e*FVrM`FqqXe^8j*pkZB;NSiXJvXVs@by%x!MoH73~wAEJh z)s*jg>~yH}xTk^kWwJin!x_i=EyN}evw!cMzwsJf?TQpajq}E6rZ7+K_a1aELy^Cc zi#^?2MyRgq-Kxk}rt*jqV&W+cWX7y_YTg`ZK(L7c`-%0*TbYHD6%DSU=%A^7$+Cy} zeL55-rc5UUG5vFibh^>(LM+>uoU{hA7dphpP45W4;L_xCOqkRVBt^S?ClD3+4tLsW zuNb@s)-cx~4nhMU&Cz2Auv)l)XB(8-Tkhi&>Eh*z8TZwZYW*{Y|EL#jaQU^LAyA>Z zs7BM(8&<=A94>SKd1)M=|1f0V-BL%TahQVrV{ zW7os1G8AN{0VkzKL!{`jE37Ao_w{k~TQ&Vt*?lr|LUMbVo1bp8rZ^x48x9ypaqv8V z(3MB&T(7bObeikqZCE75Tf^&oE18bYnpma$j?L|uc99(2GJqe6&>6#Rd z-+@X-T=62FK5`^J2%D8TrB1?UH#7`$XzWRN?@KKZ$5pP|#REGX)f2P+{bLg++oZ9j zZ+Quu%JQ>Oi#*GBbL?q=C0$zjRV4?+5xNn$q$e=5mkq`2*n+Pk;rq&Bxu%JpxJl#KSNKt=T76hysyW~r93+I>w3ncy+a=b=)5?zYhE{>p(}vpSB|ob*!xBSqw}aO(eS z?=7RETHm-~n^ICh8bKr^R5}Kf776JN>F$uBL_k1Fq@)E7-5@!X2n@~8-8FO#UGI&@ z|2dv#Js;mM?^>^GKDgGfXYaeO>-xnu@zHgSnb4@1AAN}|_CvynRr|&+C!`PZ=YA4- z)y;-F=}1jhJ>@CLM=eA3AsZWD#G zG!kOJol}=2HnUih9|7&Y8_zyJfuqwqykBQfv4##m76I`sRl&|9)D<0TS5UyfQML;E zlG*nm%vC(@9>=IK((FU~oxx7usX3v%H&ec11fyLH)lG_~Fly@FO6xfFJ)XYhTA>4H z!k1m<>f2p6x6T#B@b>llYh!Q!1rqfpA}O{{vaC;qe5YFEHO(#*!>wfm9(P9#nHiF? zeIy>bGu`C*=FGteW=U7;wFZfdq%HT-!PiFGHGw zG_yx#PGWmk1G&?62_I~U-R$4pGpmR?UHX>p5kQ66RPv|mo@k~AzIV)iN0huw*C zaHtfLU!1^i$BJ!<@+|IQmh+fCfoU&}8mb!1Q<_&;jTVDf-F{Kr*cLQVW_nmiwXG(` z6m?ty&1W2ROU;;!oY~`{2H{iBqvjyM&y;=h*)O5n#2&k@)LLHn@6#<7qZZ4bwU3^2 z;JP%_eX@5j;-I-+^QFb5TfcJdIe&f@NPOxrY6oqsIAlycdp;zEIxMYp*C`J`WLu}U zU%70)_xBW#B7li)(!YJ!_@Svoze29ZBBf%*3xv~!F%13WNaE?1i7W;R z9dgHHlu}$QyD;Lo^vcaRl#P2As-Oc$qbEu0oFR(|+1;G`o9f?f4qoFVE$3z?LE7@Y)f$@?v*YTGfg<{2ntX3vBFOx)sF#SG zWyR!t)p&+!@+9{tUwV7n{SebwPW|fuZdASH%(hELN>+yTc(x2NKcSFdAf-$yq#3q( zRJ*sI0TawWcyv;A*p}xN$bfQ|8JA%H*!e6G-+6HT;5bp~pj)B3pXdmhJ3aPdy~IRi zV$+37=gC=7FqPzyJUE^>PRCpB@;)G;e}0&nFb4hDGLa$+Gq9v0g0KakrQHKz+tSre zB;Q1m{Qyq8HA&FR%T_4{)C4{$JaLS4>aT>tuPQB;*josG3QU3VrDHqCx{N-nno-k$t5?{aZeUac!PeZ`3vPk;T z{5r*DN77vKL41^8KTKgoh0d`EmSaFD|1=JgUBD+I8u%C$%%~i!)&8C3RidD!i0kVm zyCCMza0(r0@MFj0q3<@3#( za~9X>E-+pokJDY z&R;BhBv-)cbiEtl1-4HWmAEA~PMXlAWs_oP-1JhHvC{JFYN)K2>5hEdyBNN^?|gKJ zGl;yb*Rvq7cB~{FDZoeJ%wI}JloH(V^rx8Sb(LcXi&uADA9y;QSD)kX_zPnG{}=^!42!sm1&uzJ$j=MAwyzI)tb2DjE*sv19PBs0 z8>KJXAO&J0N51FeQFT4YaaMlv z8+z{5()6=fjyIYbUoa{T!e4g0$UiY&q*O_>G%ct zk{x7~Wt9z8&pt6(y6CuX;#>#Qx$+jo^KHXjS6HiX$jgAK3cxNGWqpAq_k_I zYA?D~x2S(vH30brtNb0-0f3O(A>|w^4e*%a0 zcY|yvPfOu=;dhoViu0vI1BB+!P(?rT?v9Tn??#1amu!L~zsC99y=+Vv^VGhP89~z|PGr<~OOcVCJ(WR|%(eggtAX zw6Hf}8t;aAq@Gn=#lF$<#;#;Pe>3EUwC`jQ+g@#8(r;2RAsOlRlMDQ!4|mljc7mFd zjzA5ep3gII!mVVn@UDDcePGu2W5`Ev8TX+#xPOSf>&&xu0593}MKs)So63LatQr!H7IPF~7A zu;i@abmcMXj}Mej$RgBd&gVcuQX!-H?N%rtjeNU7xaTJ5Z~Al%9jx@9g8Uc|%G}?u zUgKc@*MLO7sc})IJD{9)n}jWY46qt4{K=)8t@BzOZvx_7rswqJ-KDuQMCtgo%cGT9 zZmQ%Fr>TwQ711rClO`0ho2o3G$z{4=uv$3>%bGgLFKJNl4W;ICuT{2`7erR$>Ak4D z4+jA`9wv?ec)Z_@V=bFyCoO;lc@ksfEVs5T`$Qtz@}8D=L8_Fs_4>At8=4u$v_Y;M zV%S9%i+`d}APlVM-6RLfcy$sxQ}pzO{fmcsSM@|c@B*%is+D0E5$QewLMTg>t8N!$ET}B1An3)oT;+mo20(U zMVTfUrpK*=z53$^MD$sP$u=O0Y@=b{c&nms6)hmc6(>uSR4l1av zt(*cWYj^o-7P40M#~p;}nTCHfRz04VOiLeV`^g2{GM!%rt<^|Z*1Pk}6&>mL{Eg7& z)v&P}1zrq`I8Wbi>@xiY8Zv9{H5pUC9epAZiJHCl!$f7KdZkC@Rr6Z=Sk6D zW4GnG^D3TQlA#UHP?M#;V?pKFHyo4HH1L$FaIaTPD@SjVrV$%9v1W;Z!GOi?y)3)Rt&V23RjDIcOP1FxUyE>j|9bcysxAe8Q7d&#o?DK zj%Wl;MA3&qo}|vVf_lp@EjPar*5)`57jBABb&Iqfql;xvRNQbnu1wUSCm#YOyuQ^t z34VJ4H+?9+2s_~hJh~dKoK{(3xm$*K!lAd5MorF}XHhgDH?UUIA9jdYq(oDdb zZYub!6LTe|h!mWT=dy4#QdL&E-D19XXsl%7Tgt(rVelHUwhMSJ965P>#EcGYKr?V} zT;K&39+UTb!mB-YNWvK(D*Z;blzM_^apuYHatjLUj06kfnE(QZ9%yj9iW8W7SsoO{ zjnNT3Yau-gDfk*-w~%G-mY-KjH{ED#`oXC$UuVwi2ax}CfvAW~xJoun<<2`oDBo#} z{xdn}<;q{FO8+!NzCG2P4ASb-nA_uW<_tZUyeNAOzHwuvfCR)6i|d4>%H0Bev_5V} z+qmtqaCe&rUSZpZfm&yn_@LZQrx}0z@SA$zqR0!_7P&j+^c7kbTQ5osmF{}rp=dP9 zUTs0@QxtGHEgRVsR^A>jho;4SuAcM5Tv-CSkyIB}N0HZ!VG^@F{Ei^YK5SPBIVuo> z{RuIz{0&CcB=xkV6fytp7L_WMiR;TqQ;lHzg(VX;b=7K*p-_9`P;KPiJA7!2oNfwR zy!2lK1~H9~1JYg{#P)W@G!W_J`2rroCfl;Ye1f@gb2nt9vWNG(kj)mguBao(rzBJ< zGi~_3N*wti_U77!$)vAf0jJNCS81cYEs^>W$?c>pwpFD^QYWh)je7FHS}IlY8O#Yq z%tK@@bK5)UN^Ax5#$oYfABhD@gSp&o*+=dyyU$I?+3zSIM`}eLle;hz&S7#)X?U|~q%ZFBb^iEkYryPLbb7F7OGfog8kVWX5#MZ&6$%P4~ z$9EI7|G}i}Yl+OehAHq1M{qdh!7I%`r|;->9@KKWmw+Xh9lr7o&JlkhD5Wg@KgEzGIo+w3{GE z8jh1<0^@k|GUEN@v}JZ|hG^5NbOD3T*{Ox7V`4yGKtMiQ8=koYMQvQgb7{X0OAt%478r^frc)<(CRN{3FIJa|-{qcYismJL^XPEG5 zAE+t?)GenY_)F)RJ$hRwqyQAcZK$lvq*nEQu`@&aRoY>YAALMGC2pbcR>Rp(j;dkl zjvW!?ZB=Bk?c3|LF=IH&ndO(JOZ^p5E?q4eNRoOiWm;F%kw;_#%?-opyc8+TXL>p~ z06)xfdGS~DRZ7r-@#G^QKX%x+M~48In0;eZ4B0l<#jv1ssTv5G+Exf;Fnf-tZb&oa zriYuGV0ghy_C4nbaKrx?S4F*fI!i6H!Tp4wM4iW$%`Yi&9E`)%453H%8|5pAp~>hZ zt52plPowxM@ZP<-tM(A}fe|HZ#VcZ&AA=>-N^-?SWQ}~Xt(ynN30{X!6228`KU{q zgV>@YKpPCA^xysf*bQ8BmG`t$T%hA5CnaV_A&C#l)v3J~3-i+n3k$pc>OTqL&)Q7m zq%n16M6r@rOC}E-jX8>cc!c_BL!t)@TUjq~K)K%Ble7~+fXxVvnDTKbgSj&GRTF;m zVMvE~2QS9Id2$;2AvDkY3BMl*#Y=~OtupBTEh5?D>3-Q>C3(&S&bv6VFd}jQ%V@}t z7HVH5TLLf)$V+)n>(Xh!uc~{f9PlOM7g9f;t*o7rIYv*@GJ2NYGO*n?hWC>z<2LeA z#D!^!XE(4cMmX%S*cN)b6dz2GUoqF9z+Ze}vm;{>C@0N2rLNaCn6(k{vi&1O>uP#B z;ECx`N-D;(4AU;qiWhWZ6&kAQ4^erk#16W=6k-)Uo59HPXFPI2F=UE9x?-Nw(0v!s zA+y`vFI@`XK zu=--M1g&cKiO>;FejOypQYyB{2A7U*x+amgbdTJl_vu9HmP-*C%yX9Mx z6XiovSxH=6CLIZ&$rM1U?l|-6Ctg*ISYCsRB4g7(%tXLjLqOPm5~4y%dGQp7TOGk4RcZ}s`~h& zl%8xW6J*mz#kYZj$Jgb<?XQD{{2|F{6} zh@j5l=;zLgSaVS%hAEj+e1E4$1p_jXE28|F>nT*1HiU_j9sqT~bOk-uqCoo8O4tO{t9@$@RgAFULh;T3iOqIUoCK95I{ z>yPtb)h7&Y6*s{NcP4`5C5ATUz-hvC8^6$tPBSHDHxj4)Zu7hQ1Y2=00aGmG!JCkj zsBBORvpy3{G&LM$`-y)hSZVS(J2!f`AYP?+P`K(0`)+8PuNs7~;x$L|=nuzK7c7r2 zMSvd>x%Um`(VN6{z(5>vjM@GQkV1opnS^*q>K2na-&{(lkZ1b!Fw>SNRkFB;?E0iJ zowGO-Rayzm^C%-S)YhkKZMSJW6#502iq5E4L3EEY%eQG1Hz%6qks`C)Q*qEc>O0ZLL^5Ro z&A&@c5^3tss!PnS2kl9{B!Y^+#tE_|n%8pNE#!@j1A4M_peu8<4{+92Zoun)3$I!~ zV^t|wbl*&|IFa}MbZmCY4O=-yTlRPQO{u)-->?D4df(<9t)jyiRt-7F8_sLeq+W_N z)l#CW_t`GaIcch8Ma{S=Q~Y(bQ25&P4@?0qDh1BjL<#X+t|vOvw}S)hM&RK|CpW(2 z@~1%=hY$I~4R_($K$m14_~Y)hz*zwj&Wfzi)s^*Km{DLxg?viRZN~j0y1BKz?Jtsr*9Olx&txdfFZ5}9 z`nj?uj--B*<4&K)UB=UWw?lFD?*+K~{#}=v>QsIp^>!!!@_as&Zq+F^fHk|0O)a6} z8Cb9I*6-Nw5&gsf0pAgX{1TqeoiAbA29-ZVeIGK>d%{Zy%^}y&x78N1l8Az;QqPA- zgIt(pvZ#g#`nz=HhEY{0qOzaq9&`%W(0s!12 zG4~rMrBX^J=KeGYAS0K{1)5%p1gA@ne{o#)(qQme(Gp0I+Vg@b#TGP=$ac*tXKe^+ z8dm#5pXt(bCubCQ{dC~b5W90QmymidDqYq(8JJnnjX&sQjK+b07)R@3l~iL#)xjkF zio!p>#k98Qn3iuTc@;wgZK1IP2N%u;mP{d7YV05J^Dt+j;l0Wm)Ysx?FPE&Pg^`e z7+tC%cNVLt;@NGMH-?>qV9$_#OL%ycPGxHe*)Vip5SP`bCv|-SH-10|N@x zrGS{O65azN?g3L!PTo$jPHq*zxmq zSg$YZYHM$28DQZA9LlA=f58D(XljayC$n!7MAZN#!#j9G^I#zo>#UT|GG$hv2s!G5 zV}FlZxTkYJOYNLyU_M^9i9071DO!aRLFOM1i_bYLH}}*E&AF=-$gx~Zd?h`rE+<<|x8gcHu98rqtdXgQ5ic9NNk~A~YaZ^Ab(?GdbzTOM) z5z&wK{BRl(Fia<*xrm}B|0^6Q#&*$Z)HmYxpwib8Gl5n6bB`i%ZpqOp1&oqnC5JlFo=JR zf5>EY4YNx4>tg|(3`kLXPwTSzMW%R@TUp6#j2y)2%9{4u;c|09sLZOg(N?4ai>Yi} zVisZhjC!<2yRTF#rja@_$WJ8LyR(GAfe{5AEsG3 z#X44$dAdHuH(Kb~Z*2v#SUERi6<46r2fwdUt^Jf8MERWzEF7OWXC5x>Ss6I@txI&# z-XxRjJBo!iMW6m^;zsK8y@Q)mA7@;u+`$W!F2HgHZ`LGtwB7=5dn#}e zwvgx6DCV|mummJM@1hHFTBStniPg8UIr&KheDYP;>4`~?S5E@pY3C?dw0_esyZlU> zV{fR;YBU~`szbmp0ns(3e(>w4yrLBsh!@i@j}V0OxQ0#fCO&?Ma%8w&5&9%WLX>?g z8Nl~r@U<&y(>Q$;fcu^t%E%rzL_Za3KRK*GG@8UP#yhW;Gm_5Uzg4p(r(9F_tQbFM z?o0=(*1$p*F}#rxD~m?ovxLm|jCrzL(3e%BYn+tv6JS^;dM+wV6(09;5Q^$QnjVbT zj0Ud?SXxyL&%UjoQnvn?KLUg9ka}o2X*CJv3-(tltPIgPRDkohvK~h{#mTpC*Rj-(>aFjPMNN>f6%MH?n>IHrIyUh~l z5EHHZrlf#ISDnmP=nx92ANlhtNcBLHXBv~4k)V;A{-d6Eg&d4!kbEMs^vt9k;}=!_ zrc%jUGQ@oWA|ecQh1_@;`PRsDeCR|$;{N+XFBOV6y~9CmmE1cfu+0#t(AR!!G-YJ| z**KrZ0dbjF7`!$7nP%NsB&JIHmSZdTS|)+ahEUK!*U+ci;?_-58JAXRuJt+! zd5spv>C;mheFfT|0lJ1AA+WpBIAgY7(?*y9k+Q#n?OG)`7`GQ%8DKCNavyLA-wkzi%rx-4Zf7qJGgc^p4aIf!#xNxY6G z>c}ubI{uI=PORy5Ta2(z^g)KZk&TlN;@~St?fjEUf*RdWS7_=1PvMhW%E(c=ULx`l zzTTtJ>H@`wJa)4S4!~u|wYtnvXFPi*E65;TCbfUOM|@y#N3aOu?Som}E6zJ1D4+L7%tu(0*RmLnvOh@}s6Jfi2Kw6ZLU*DVg6ht1fcj^YRNeEPwP`uX3GBn; zs2w?uEma}&*_rnelXaEsj~XZL!y4FfxOnxA0ZSsj`jhVKTB1*+IhfDy=aNJ1>+`ib z7NH3Wslwb|d!A!m@-#Xz#9@E+!3P^12uXS0)p7GAnjRR;Mr$R$H*((d>G2V}iVcpp z4+`sqJnow3wwys5Q_)h02T1mcbgcoE%X{yQx>%bVAmU%SiIi6Wg4Gl5#5(qB`D~(Q ztJ5sSSwxtGnSKRHdk$#0s85WnPDU70DCb5yV68QpkNuSfD~}s4U<$b0cxY_LIuFflpt0-1wn+SV~0Q>YcK7%)__yJRl%i zXw6;Eu~q@E4tx!1aY?1&#Nv(9C~a?fFMjsI_t1)dd2XCFQuK-v*&_`Q{N)^c==#^B zoc>3DZ_MA4g3dH^40jmYm}O93PC=)APKi#ykO#kvldOl9RZY+ zHi9EAYPlGD+CfFTYko`;HHd8s?6)G&uJ1nZ&s%+c`w4%Tt;M3V6&$g$e0VVu|7l=% z$#|-*s@}_1&`wsUw6QUYYUWl7Sk7(3LK4t2du5ZDolS#r39HFv$vX00Ro35uD|#a; z6^9a7xb5L)3;^WMtpF%+N1M;Xd(mq>gvkHOJ~w708Mt(1F+VmZU=b_^5FI?k;b%5Y zew3N!7eIryB%>Ixe0uiX&AfhVrQxiVT#x))Dp0OL#=U+N`017<=(k7F+B%mJXsb0g*62NI$pGw`SjIa_^z&qqUtF?SQqCO5LPjEcO6>+z<{%s@ey5|Zj$}Z3 zkf=GHoo|AK%{u(t72G|3Cv<-+s67WC1kCdV`T8wHBdk;v4t|QmQ6tLpBxtS_WkauY z*R^O8-NX2J3&*R$`9!I1m(b#pU>)=*($hfF2u|iV!r~5i$TXCXiyPKXUh%^>MxE~y zmLyzlY>HsqlYlnZ&DqY&kVAM2c&~6&H$I@dSywzyCXk4al>$H4%Owo@YY&aK_KW(u z(@D|2MV45J%#K*6E0jtdhwaTL0q0YaBLkau?bh)kq%*hw1TXd@#5T86-c9|#2mmWz z2Z#vKl>E#6FoV7Ax;UcY)~Gtml}hjzrmXnD9sP z&hpHB;C*I;Jyp54}Eid#vGM+vgB&ciVqD+im4 z3FLF?+AuV3cb46Yaq1}18dj&gC;_zfSBRsPYNe{Jjq=Utt9+#!tY&~b(|$1BaZ#z? z+S=_r7m!@L>GAL?G$VWgRspD2CuvWRw}r3sNPI2cmKjf7j`2Sq>r@Wd;~}A?v=@Et zT>L!xZ#CjbmX?+|1z}-!7F=W3}7kWL}VP<7%ij0hm zZQ&iM-6D4eU7ZfsazYo;ICQ6ZCpqTwx_P=*Z6BP!>^OaAZ09mYJQc(PILH0Ro->)= z@~|lWjR@KEca^M8Ef0rzzaKHk)V!{RkBtz)&Kzcv0gMS0ADBv&;nB1xh{KG&sSRT$ z_48Byc@vag=DfJa79eZ5_C#v>A{=@Mg?k{dN?!Y4$oj3lT57(V80!2}W`rtHhveH+ zH>$epjM^<~~X z#WmJ%UARN}$gJLWtbD&HjVu_p9>bPWb5s6|O(~ZsVg4q*esb2>^cnx-*5Pzbbj#8B zeS~|@P%IK{i*EDC^NA`>#6;+AxY4~|EDgYc{@?0ai9r~sb^@3XXCASs+m$_ZbMOWW zs?uTIvud@=DI;7YQP%pZ5}GzWRO)oXR;SyBRfG<7i-A$8DR^B4NW7qriQNi|kSCd`id5A&=Eh1qgVsP8Q6{!*P! zEoF5#{eZ+>X3L9`wanldA5YYjBmJ~Qy+|LF&2w#OPjDI2=XQVflYc2Wts6y8-$P`k$q`=O=;6c-g|uOr^Any*Pq}gFnpTi%obL@WIy$uZa&PrIT~vR75x@K1`_F6dY9haB$LQGdgW^1}U5MiH zKt&i-yw$PTPs$P-^j8Vx!z?B?cu7|Ls~gtz+zn3Ix#~3mh#CKMEDY-g`2+7}28jfL zie>V|Q6~^{XjO`rAQ+X(t`X*aP2N>)rLtFLp3atz{zOT_Jbi5|*(>0n2O^5LOqJ2k z-|c5D`;LmJelLltn;*WJu6(Nc{qC;beW+!A-et#__a}V#Uh@wp9sxf3T%qENN7_6I zq+G^C#kZd<@flQ6HBTY*63Vz`s z1%XR{wM&KQEyCyJ@U?G18X)3k<1jJjS@)!dX*dM*#RYc^Lz59*8PB{!Yy$YVj7-0tiKN&m;C;6kcl5H`3~Ud2uS zAGy$2*yb@_S+Pa=Z?h(t`O$wZSMj48e)vh4Duiu0wp4ryprlL96?GJYYIh$|TwVa5 zUHViG8mXRlcH?IblZ>=c&oT7)DS zBJfQ*#p;wso`(nM6j_w7VC`oEKg*4rS%?1&grwSyCpx;XJ9IU3+3UhZQAv+h)n;BI z)j#_HS22}UK6#AVzWmn;$!6LU$rKV-Hj4jzUL+8F9WZ!Iq4iG9;-ET9b-mso>#=-aO3nSpYaBTL z*K263c5NkIpYC-sLt6$g^}~Qi5DoKJW>O!ZLM}({01IO?^?mAt64N_&8vowyn)g>c z+t1u`sK80CQHqG>gi%V!0z$Eqni<;5Vv*Yld;v#txaAM;%jjmw$s`pPYEtZ98F2mc zp|(cnaU8urRD*L*SdK723>_jm5vg+1R|ggIQT+uG5tLEXaiWcp`XB)zto`SG-%-y9 zFYFYJu*-_}DXH%@Z2=2E8f$y9ku+i)tViEGIL0&KSBBZ=o0s%&F7qSmMAmsz{HlRS z{-4jw$1@5GJ5x2`T-NcxnF<$rWv-l*8S`OO5Q66s(M*YEWH!5yH&VLnOSJmuT)q|l zJ_zC}5FGa0ei_K~nAd>|bkWidEX!YX1s9s6b4NS{en}kIFZL!{OVqKoOa1MngUCJj zziR<_-O~MXf!`e->igm6Kk1kj@@Pt}sSUV8qGrm?gdez}CYWnm4U{(H6BOmpA?2%O zw5fL1vT%KHXq8o__#6D&g}?SygOEGoTGHUR>x@9<&r0 zUvm05sCGF3`Klt*cgEp0HXPXP{_{9TuNrQG%L!QHOIq18lyNuXY5E@5(~f26+XKS@ z^&O@|Fat1%WrvcG`KM2>{-Y=L{&ph6dbF$F z54?)a*cOMP*7}F3&T{ z9CG8|F#^8_jGdWxJM&z@o>AG06qkf5v@mUqD(RVm{-?s z&4s>~TEMVK0>+2em`mt-nENt{=8W7dC<|`@AD_b8uv(~i@!`OwT-F7a4eb5UpB?&w znic(lSW*;cPp1*VkU&KCN5tL%=~HmOb0{!a_)tiQ=P_r+jUfHE6G3m@in|8SQ=_}B z5PrB6D2lXqlzBTzFeGSjjYw_pZvVZM2CoJVrAs1-Qi^qSmvEm~5S1_|+@g^qE%&|Z*O61iW$=_tXa|Hz)FAcE$P zr+D!c9bHuhk3tb$AgUvS`9SH1YA{WhL_n=;pTL!H8@ZvyBjyR=O{vCpJ0sZ|ck4_p zNcpeBbO6cq@|ofW18y1K+aHRSilb!JR*$sHXWFWEMIn`z=CTyNNsk$b2PZy39$u(z zLtcu?1Y{Kl?akxf(0ODRU1=h&8)Cx}ThNdBlz zUv7YSi)JL~jJ4X7tKzEzaYTT~KV$cTI-a1YB#uOp45_iZQ0rQ9TW%_h-a*6T+O^yC zuS8!efsqurCz<}O_<>!2;q^8jCS!fM0KwUI#vp;6R^Q(!KcwuB>!j z!R-(QjcXyNvXeJb2p0yi)U1qeoh*&{FX54wCjV1|%dyWc9&azkA>-SPRO!5D002#qk z0=E(b`zOJuBKFs#pF?`Zg&fgqktEQ`53w`s1Rl8Wbb79h{q2SRcYt6k+#tK1-IRC+ z#8&Ig4#JZetiDP9Pa)P)oZL*ra_Y!HRy`d^(p`=}Uk9T1s-d09Wcdq*_wvuV57gV& zbKo*@UEztis7kW`jO(>qmKYmX(7;we}ew+ z`4A{_?E|Zx1IA0-B8- Date: Sun, 13 Oct 2024 14:41:53 +0200 Subject: [PATCH 05/19] Updated logo --- assets/images/logo_v2.png | Bin 248544 -> 246524 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/assets/images/logo_v2.png b/assets/images/logo_v2.png index be22f665ddb83aa435175f4b534c7922fdb9bb7e..3a11ec9bc91bc923a69d72d8a99be6475cf3ec6a 100644 GIT binary patch delta 57231 zcmZU)c{r4B`#(N2LiRnSFxf|C$yU~}kFk$I_7sVV?7Q2NY{_7deH+V=C6Xmu38Acm zD3t7L_Uzx=`+45a=lC7JKO7EY?(4el^E|KD`Ffq_b^T0YI0|RD8D*fSNk`2=4S_)D zv`}go2!ss$fxbRZ0e&)iHCYq<1$D=0szAznuPj1fv&?U9UW0~NLnExA&{}IKZ29-O z_fb0{DY~<;i>6c$rrK^+6~C616?yTJruPfb5gA<^7Rr;}EnQV#RR@Q|t9s~Vnb@a~ z+LfWu_7NNJvhT?Mez zSWJ?Jtq_Df2f`W*Gk{Pdq5t^<9?U8W{r`Rh{vTcdgAnndxwrm*|AD~675jUrbAUa! z_ZQ2-^YW|EBu+8bYhI>2J8}&;IhClgAohFZ+So(cS^nYeBfRQJxlr#T; ziM;7!HBgQQrjoxO?}ckd^S}L6>K01!AtzjH;5Q)NWn)`Pu^9dMe^Z8RUW4F-fy=u? zoC}je8kuE4JykzDJV~Vqe2kSm>mp$$jvo65U9dncME$>rFqk=!>!+Y*HH1!FZZEFp zucaYJ)o5Gj;nE6PS^PyW5oT(sjsBo#cj3QU{|z8NBd8C-uiDCgryPsB_vKg1JS8Ul zT*P0^cg!q>4wqWl$GnBbi=2VKT=Fek@6%y=v<6FY+j<+rJ)TA-4#F*^ALIXLsF1<4 zRR^-{4%2-;5xyGTBD0qS3+4RH^(`+f(0q zvzMTZ4o3`M3;)v`x))^0^nU3QHef-$+7YXD^x3jv?87HX}b`_13Vn*(t4Hfs9@#<1HRlP{ij9$ zzFZ^tWnb+`GTKBK1QCqSEj_aZSzEv2V(efO#!1*Cm?Wm~-Y?Y!-e^6c`WitSjc90y_8@y(00|HIM{E(3TM{bGp4 zryHy&=;%qIKY?IM%|*n=evjx9AZP;7%INaMDlO>`-3_pWM@{&$sOf)SGzTfe_EhTe zd*83Oy!TlnmmC}qY)Bl$SXVcXo;>x3*(1Ue468=U!pqz9hTfxPYo^UiFjLz9nl|Sd zH9_1?+sD6d1}4-R_}H6=gUMRkGFy8o&go(HAN1ENGJg!X;DB){Q!K}Pd6vyn>jc`h zU0)^z%;iyLx(#$eq<+9dn?{qK5$D_2b%0((zkRp+Nitw6u{-vBcY|O2#j#Z5Or59k zTI}rPu>s3}BNoDXk%Bzo`a9dYa~XLNY`Ej)IJNC6`8D@RCil%-*JCf~Z_l;mGh}Z6 zZ1sERk_`AeUo}5{5xBpb@Pm1v%=KGrj3q+`c3o8MZ8r0XV7le$-0vJYK4R2q#D9Ha zpaO#52j)p;k$O0FaUc!c7^i`lw#Q#2(4XJ2GZ+Lsf?+yrZ?=A={p$oDAqZ}hk-_*r zo58500xXWzPa6;8Cnu7tZKDA)WEbm_E0?eb#s5J+B`XBAgXF#N=K?lzy61izY0}qH zP~~vbz|$wr41+UAsa4P`qd&3$r7dKI&ug#!di<};o*SQqOZNo3phSVNLmVrzL^Mt5 zSU341!J0cX@tja!DG2Iq&5oV*yyN`^n+RYnI@2Nm+M)-Oeess1mw?h8Y3-KJAP@(qqHMN?#igE!Z{ zO}J|*FNyQ`#lQ?Q^fGPHL8W2^eg!|{tClYak^dVaf2bhDJv%%0$cTTFZ>@Cj_v+eDVpC6zJu*%?dHmkP z^xbTPsW5}8Y)Jth_ZtkD{uc^D&q1)5tp2-4|d`&yV$ z>c@kNgdoZ|EEF)Gx z3An0o>b6K6ppyZ!N$XSL){0V7#(}b5wTJcXF?|MBu}n{u{7TXcE7q~1VLJ2)OI7*Q zr%{o&oFiI>z0(|9K4EKLbqxb_zm?^`RM|G7GfIT0ziqRdJx_V{Ir~cW?v5(BrC}xCLX=YB4-p#lR!NbKbE}e_8~d z$X)1GKHJk(hR7PZ-K%*P;BL*(;XIM~lpVG3xu3THhW+8i-3BC$ZTEc3ue;dO_SEc_ zIy+nB63e?lb=g7thur=J5R92r@sn#8dns|<G8S9Za-Ao6-(&tsN4wwOU$CwtBD@MOzr^H=$b zZ8F_n!F0gwYdL%2gqBXT0=I>Gk<(Hbh7Y_+hReS4Zy-cVWwc*G)i_SZ@q@E|Gw!Az z`sqb*s%{Y5gozW;WEh&rg@-)%`dC$2T=sIGSCwWV0Hb1?!OY~jQ-v>8gFkphB+Z~} zlU`nf6}ixZ>(NXQ#frMF)7j|Sbmeut&7@p-ttz0N{5W#f zMm*c;i$eWWd3%y3yOz@zXS2Ea06?nDC;9fLBdvz=y8ZVuocr0}?;{aR4LmAO?TUnI7I;nk$>rJd>R@b?&|h*RgoFdebYcXB%0JmU=;(>>F=;Zr}+Q zVl*XYRM)%N^%~Rd=LwUpPf|V{Dsz;V#xKFGWdyECpg1c+@D1L1O9dDsf7;We2X61z z-Wm56b^fBs2@Vjjxgf&vjERejY&8xEK3%+tx!M0NthP-Mc5MQ`bjOvu<@lN$)l%zUY$!0THXHE>WjlE`(E*M zCDrllkSUFiyW_31g@@z`=Y+9V#5asxCN#L!8g4vWd-t+2mU<(*x6hzktuiSx)mQ=t zT%r->a|+-IFcn93ttyh9D0#e^rlCZ67U)kCe1+lJj9ELrd~qyLf~4_r=b(HV@loeF zlqc#GO-Gnk;qzN7Al1B#WC3xjUzZ$Ck1|!JY`PRTN2OlSz&06IG6c`;sVFo!6YLv{& zqhv0`J6-hdB266Wz8c-jOb1*7q&=5k;MHK;l=ev0MoRkI$9YB07i5MCgU5G|n3o)f@el=YnoB?wM-c+v9tCD; z>?;h5!S;$QxYi&t)q%Lz43_eDj<3eWXgtg=6jnJLKLR7Sf{D2t(fHPTEfP)rqJ>W4f{*>915>Jm+IJ}2e>dv76i8{YYju?D4+e*Gy=~oM3 zIKwGa;ub;9%dLt^io1Lx>jX`@Wd!CRLtz~#0exgJJ($SW&+c^-bu9AF_=sSTgII-} zE1LPhf!djcO>XnjIh}!)3i-A@#gR8azxutF`BywTf_9Nr+}_gI;q`dj9E0wLCMv`e z5xuEEKyVrER?y|?hp!8J8u`^1AM%?9qFa6^KM&hS=O!TfiA5~AiWpLfytsadQ@J= zgITdPlT}>;M(pH83U~7s2%x96QPTO;-^_GV&f$c$RP6&&1!QE;G+J&yg!sbW@(V== zgh*dDl^cS8p_C#v%npEvxE6BjOy5}A0Lmp7*0|{7u*KJr-L)}`JD|j54b-PaZP0*f6yzC*XX=I^hP#;tuf{Y*Eqwc< zqXj9jHW-plmG-)OwCv5fGiS)_B)U;QeY*nAAu&1LbC0&L$KBIa#>A)sc>b`9d#HHa zH|espi_P9v=crQMX8n^s=J+351`}0b_KCo99^d)Y;DwT>qQbt)hW0cxMi8Q8Akn+K z1kTUywaIZ7z`{k=^f>g@m0Tuxdv#!gCfcgi;v2hew7=%r(z;87-`+S$ja>UvA8RJZ zFxbhEhCEu`+K;GLOPv1}hE<}?D@|rRb_?P#mYbT=&Yn<7Iesj)Q9D0B6}15L{<&Bf z^?{Eed4BP@l#FmBb^SLJ1oOk`{OaY7W*Tr-=`hm$UmS=_?#|;22EDM3ue$}eZbbi6 z*=huJf^V0Md=d=>#yx7GGgrOPA#Zr9BK=nj=iWclUCpD!zv&PurX@ux@DPdJ#A5iCTawE(Wv zCt6;k-`@LGeBf<$v@p20C2sBPWk(U%g09M)Y=s^XFgB z`v?ov3AN^t z&D;kW)VYC*OYNgKE}~q|b?B?a;a^l4v>1yf4eQtib*IMB;y9e!V_X%3u_|)sxWLkc zFblGzfC5=^5g@x%4g-^wicpSVXLa<4*WQ$h0DoSdkOTe!4 zAt$1eNmwnyMX*7$N2AA(ofcE@Er1K2^p0{@!}lyA9dK2E0a$!M98QKNfRnQ7Kowrc z&Ch%T(@NFD;uCTrGJ|>`o*LCv>1pI;E~R?I^lQY;8{;~nFq|7>8D$9s1SJTO08n0f zL`Y!$c=`|X2lLWm{6R>ZdgJua8M)QeagX!3K7`sj>oPST3G>V220=UFTJ0=h~ zIcNud1q}$1FZ|CbxCA7WlR(g<{1QVPD-&l$F#eekXW@)FV(593 z6##=`tXx9NEn6!?Nqa#)N~`Yv0?5AoXodP_3>7TXDuCRlC2VS#@jj=RpfXmL6oKF*TNMBIE z-Rv5GAKW76LhLGb#m?{0E$q++1r&e0;|)Q?yqpYEhhVH8ljL2=!Gc{SgecUHhpXy)JgJ@(W<*A4m^@bp0ddC96l#=5Rj(mT z7Dqbgez3*rC5tSn-eRLA=)v={9Vd&6=@w{GpTgk7@5wBGWI_oI-_{B!i6TxZyCewl zZFH_Y2+#&Osv);53?qoXNcyO?_T_vCj*biM2q z&kZQXdg9I7B+&AYWkFDhV!&}ImbnU?tp^Rgd??m?7H|vn=U4L+@%@TygumXY?fUxC z@dEBPYXjASu6**xiDz8*Jv8t=+HumW=$RDUm5*x5 zFH!q`?ZedfM#Jx41NKdM4r<)48gi9d-lc}m4wIuTeE%vht=}8W_V-x*wmr|)`L)_U zkxMqaXSZiOWh$wib8J2+vHY)h97sp@Zix?O&+k9`348;0j)yYzc80a8n&y56(97jN z^n*7}>Waz)h0qD@BNIh+@80*Rf4|SWcUTAx1r2$NUE#ThuI^5KR}*(^e`vW>IedJ) z$-Z#SyXHFT{e$cw$@jxYD?Ws!?^V9 zUMO?9)&(EaC1y=-4W$G)n?{lCCBRB_ThD-dyx|YZb9)C26K9^hIFL1ORaXtqtOqbSCSdO< zP5HQ*YY!WdLopY=QvKhMYr)t-l}#*r+(+U+EgfSggy9Ee=+6H96ad9EfEgw)jPzCQ z)1jf(!)cfOwz8toq{fsl9j3wfw&Ec&V{nDB=l^dw&{TEgGd?l|r<>~^UB!=5oBlLa zFjFq5lVkmnp`?gFXV$ZHG;32!se0(l&+JGt4o=V##^yv*?`$!1ifW7Qqb)9hIOzdF z05tK}V<3d<;T(#%>9wY7OvijjdY&Owl?Zl|G%`BlW6aS(b1R1y%{H@3$1?Q=7Abmx zy!Ky?+m(ry>?pxW4(ja~ScAe-DJI`gk~LG8z#Ytc-;kq3T{ZdlNs-Id?^m8FvPfCm zx&4WB_s)`l5R*7(hb+}6a|01c2N#%*0f+OLn?uP_XtsNVhQjv7=HczN z+46P}Le=sAaZ(5}9N zL)+SCUy8309fzS@|B$>N`mxMilKH%M4@R6{lqW+K)MtJ{E@`-rD7xP0dXUx#%($=& z5N%7gA5eSFt}9+X5a@>C(D-6On(f=Du^I%jTTd_@Omml$((E_SA!;nPti_d{YYH2G ze;D3mox2i$AVW^rZXYO2HS!<&IRDO|)`qoTIXc3Lg2)?q?o~DA8TroSfDt@&=N!l| zQ&;mOX1K7=U8KH^r!pn9|J%D|}z4zOd@ax>@ z_5vlDKHZv`t*i`h=cuE1LcLE^C+)Qth6K5o0y~55(Nm(j`W1um?k%&?))oEyYO&tW zasvy)2kITtHyb>$BJW{N^RrXFa8O4EV>Oo_h(|zi-Bg5TZMAF@2oUY-H{zM^WZ zBF#s|I@-I<;hj4s~E?v1=r# zSf?LK4Pob8kISFD^i#+Ob0|Sm_(8JJ{>iWS=)v>wBo+#vcyEE|`}y4l89)oFyT6OL$q)`d9fY?fc1w zZ%kPYRlt03)`(gI&Y|`_?pByCVDdT+BOhwj38kqT z%&06DlbQnFOo|3&%V|tx86vaq{A#IA+%I82v{U3Fvc|=rq&IA2Sb)QTUY}*wahHRa z&sAsW#4?Lsb8t-*mqt>zyBP4_gH&=~Xh=AbpME}P!=Ch*r=2hY&T}Qi1~zkEI(~NuE;D6z@)cRD%>} zb{GJIuP2ftB7zGcHH7CF616!h+`(9zzU&UH0IN;4x2d-3Ah@M~xtr&R)ivIQ=MX2! ziC74+nR~a21p>D(;Qx;u00=@?g?`WPdH_NU*&dD{h*!>LKH{utM~jVZ}BXn|1>^FjZ6hiT~C0r+B+qA+;N8Tq& zB5g{t57iM@``opUUe~^#pYP!Q!9GR(GNamYOTfI&$JW=PPR+D=Uc`U!GZQaw#Vz_b z3CT3v;(M`N=uh-y2%=RqVDH+CN00m)6&1VdbmG%LRuClcOxTC>;>I!TCYp|;%26J^U>(* zLdu|Rvg!4g`q5dy%Cg|#q>-1HZvM>Q^QkUw-%YqC<&+BdGtRH&Tu;!wey1j?Jm_xh zhWX;KG^@jv=u-x zUS;8!3)E^M_-6;hC0SaYIY9Sl z$O4rKvBf3i20{??4t;~dlHA$KOLutuRH&9E$|8nrP6|)#9-ZErLJ03>!0LezQmKtU zW2SePly&H^u&QKLLu$!AXRSlR!fIj%ZU5(nQTOqT+tOAV(b~D~*G7u^`8Wy!<_)Bu zaOM@s{3-opHNF~4Q8rbT^p0-7en<3h(_yi%V-NK(@dQgBcuzHZ(ORCW?cZfV~(UnqItDw)7!^qB`xv*SGa| zNqJ*+*0z3gW4xY}OdvL93yPA(DlgSB5XlRvtat@_j|7+(=uyiN$_%IeH#Q%&HQ>})Bu4P?%nnF|b3mvH9R_+_xmy&ZL1dAOlbvxf}fVIG5M)>SjfNvOS zBU%%^qtPCMFVh5szuMKuoiDb~16$e2tI2GG5P~c@sMNhwSg#RaOYjm{LW2ofCCTz~ zfnR=J$A#f4oW0Mx;I>EzCVYi@qN$iUjCCE#_e*O>fOxk+^mp{lQ2X0Ew+#Jhh^+!m zT9!7zt`6O`?5^=*rX4dm`hL$OYF+PD=zTA@vPZg$T z19xhIw)*Em5Bp)pP#8*w#X!;rvq`!ly-{WJmTP_QJzVaSuD=CQsb>x>TvC(AVYONI zYJ=@5ulu|SYCf&|qe!L4TtcWt`{m6XoZfQ5A1R6SR8Ptu(&2>vk`2W6Tmx;P3GyE0 zXGcIX7yk$9wA{<{y8Q|k%mkfIh7Y9&EzhN^IYtFumX9h0^=lWdG~Uk?)X7kE`E7-h zS5htKAJ;8Y?4<*{`%k`$0(ZZr70Ea!#;{>3-aLBDK4xNEQAllE@>cQY z`zgEnN9GEe{LSq`mw$G%v*bMG;hblP*tPNkc4W$yOobn$GL5IOHJeGPE`g~LRPWZ@ z7l-6&58&OvsDcr5&P?s~wt2(l<$2?)(ZH!V)3Mcdd%KkO(IL0l;h?0icn?@RR?M*< zGh$Ij>4#DklAia+-em)E{+Xi{HmummTKw?wwe zw$4~@QWJ$=WHy&<@uhCCHrMCrFvi-H#?4sf14TMveT3`fDT{As|(-UsR zzucPlq-=_64vPK2Yk!eEUmnA&Npc*27HP+VD8F9fY9zmp=)GVg$%(QD+|7q9t}of+ z=ahXy5_Ml&Dj!X3XvKeKctogjoR^Qw+oR#++LZUc^s>x9iO|`#edELD4weEx!r$9- zR)%|@RT+b^UL_#CyuqTpR0(#FJ#TD!gXB`zC)wn#;KCzG87Y}ADn&L7=q&{ z<&z&6o$G3;R%@6a(tig`7Ei42Dzl=jHm0Bdw1)4D%QQxbyq`1KY7AeDH~M(UcZVvD z^o%nqqo0wyN%`9%VOGP?S87j_nKwMNu@&`C)9_*Ul< zWd9aho^bZiVpzXol4u4W0TxX1p(BtO4Qi$!gz@x?yHM{8)-19umW1t*$e{AVzE|p| z)_XReras)gz;!LateA@^RFU-6hz2b0Al4lpe}1&p|IB`-nhduzjl4wIdD1xF{vxpU zl>$co_qulogvbi$tE&tUOnHzcx=0G*-gC0I&5q?=*OKf$FI^29?2aon$k{zF?A6!1zx5$;*aTlrpmd5kuOk5Nk_#4|sj!EO4(0{o=dz@q5TK68#; z6^kd!l;wlF$CB$#Prgw`A5BmYwJRD@AAEUrqg4xuEl?SDf*A3Bl)`|=UueK)$yxbr z`#w<4vDX6uIeA4chPSKnrNS+L!nbdY;Ay5t4%<7zf;DgBy2kS1?TP0ezwNG6q{6yM z7<*>o8=6No&`mGS2~lCMf@2+V(We(iDyl+N4t=T&$c3a9qgH?=4mm(3Bm3t>Io)9n z94__bK&N3Q`m*{%n;P>1rvl;NXkdO1X#dParW=PpS8PpAl(!W<_*Qu8c*jNP!y`hL zk1)@eTD0v>p1XdLCf7+)>h6jr&1C6zhFGI@bHr_$=K(T3uHq?C1$^JTPNbuaFq}dK znojJaJz<*Nr7_p}o&LxsTz;d`T|-H4(?m$t6PNa~^xzK0QyVf9eEy73I$K@TLYFJmoLW4;pM~Q{Jo^l3c z38uiQ?1Bo`IAC2Yp?WtqFP_)wqY?iD+_W`cyn=|nj@IZ`U9&?wpO7Fv&$$~DW{=T_ z*;3Wp^EQ!C#P?c$koFdi-RJ>|!}v}`z-}Ny8!8vWpE~-65*$KTyMi2bTc)+rSjWln zQ2c9u%sqPRX*(9M2tBGvl(>7e4yur1FVl|)#TwX&nQ>(Z=0wL3g7Zs#r`L!7^XxG9 zZBN3;QoUEvO;T83P7Ovz_3$D=q;4jypO+2E+J-Ib_{kbf+K$Qx(&4l8Mi4}`mBTJ- zOyq;mEmW7cxIBiQw_4GlN^_}~U9|^-p}$9AobYA&8<{AtQvfcqJZcIzx<9?p@hXt; zBMyzPi^D#Cu=4B*hgQM?W6U?B+e?Y-S4=Y|U28MWW4P!py^q6^2pRG=0bF=>H9{y} z_G!92#*cct?tL_{snJE5P$B>0I~{y>KtWdKIoh`p-1dr8RQfvBhCrwe(MUPEO;Lyu zrJE|7+3Yru^yzBQuzBWEO+zrzyh*RdDOTept;*rW;+X@4IHYhFtPmfZBlM1_9Fl5! z-0rdD23`nzBWqBV`{As96aI8SJ>m7qw=g9w(qA#A4WOCzy}y-)ntd={gcgZ5wtIy{ zGb|e^qYLv#5Yluar3|^Bl$;;#qMCjlSbpH0?PDQ_5RauQgf7!M37-g66rX;5@71_A z92RIGgiF(~kw2{})QpBk+eRy3jt=R0DIGfqt-Nfn)7|LS$v|nVHWS$(r8X|r^Cmwz zCFw^Kupzej#pxT(X)hP?G(@wzsGzaod>Cm!%>#i%JBIOT4ZZrtsY`=fx{4e0k3RBW zh`m?AitKjqsHVFgC94TVE(J$E6LgBqPNSYUXJF0yGW(>>{PM2y2jtR7%}c`n0laBOdQErm3(`}naK z>i9f-cIcM1mECQ_-*hz>^xDe9j)#q0e8PcDC2QLU&-hstG z<2Sv#Ss?^^ozGW@f*F-&yu&ef$q!q_3_RRpS^YCR;K7n5-Nih$2oi| zXF*=xgs$l^X|uqiM@FQeD9durGxf5JqW6ab&t)#d>DRjV@s1XZiWM1r=9+4yQtORN zsUW9($4t>3N{3hb1m6+oY543QT2Tk=_R$ceT_)9NE{MKRlo~;qDJCnwQM|+39`^20 zRg{n~2^igtV}1lyg>^238h?in{9puYVlbZLp0EO@uwT*0DbOf;kv}Ii&_MnWS)bQi zE*&@`vOSR4OGtJ1V(StN{oE|pDB3>0s@`*9!2NP|H3!RKLBC$USDuxFmore2MnT95 zxW{DWIlvy-vZ@%L^$Kh z0kckN<09TJHw^(592b#IEjEs2Al#k|!I%Ct@ZOglKkzWKB1UAfFJEO(hiB=2#yKKg z`3}kx)tz7DsKPW~TG^T?`d9`nbkggmoL^%w8vGQ65 zIgd41Idb^T4p#b&km#=>C8r`TYNy`2XkvOoshEA5!Stpfmq^i@t{$|P?0v5!oze0R zWa*g#bC_s43+E`cZMI_|&-~5| z&9|}TU9-JfhXwypOTDAjgVepN^UsQ>@jMxw%PiUE1IzsvlBWEBGsj@&c<$TW%%Z=& zUM^FfR1{VJ?6^$!HrF}eTZokeotP}Ies-nxY zkBcY=Mz|wcg-BIw@doKvXNIKj(I>4io-%~PEYnm*RFTH8dD35fF~&{gSde03so9OK zLLeY<>udYf&cc=(`JMCPWb~(kdaj}!=*FaH@5(=A029AIdMT_tlAPwx+!)_<3*4@o zKk?6BmnA-u$)kB~*5tO_ZgVR!tc~|U|Fe+nO0I&NC~T&>T3D1Wi{V)h%xzWfD(aYq z$@THeaZ_DeDJNj}mVLRgEjIyQ+Ygs=r|0w>yd>%VavPIZvB6)O*)#E6VA;!B@Wccv?3`KL$@)~=)aKgQ#zswf$7oT<%i__?famJq zZh0(+VRp@Lh?Oa^-(y+AiM(@V#$4jn^yN+Lw`y4_`S)F*GPL=yn@dp^Xe$@^^Hrkb zAf9OJGz7_6T8XD_!d#i;-Hp0iJ}Qq%6wqgTJ9W}m_UIlC-J)#MUkE`A$*buAeO+Lq z%8mQ}S3WYRNqG+$n95zXpJiak? z_Tv|;Wmm||?oZDU^PKR3t*5nryV?tMrJ3vl3&fXo4%y?PP|{c5N?!Tlp;&9j(jj-C zpLdmlcndPvb~HnHDZ9_xDaKZu7kqt4>#Fy)u`TGkVlHco9amMe(&a4RR)h8FUuDtM zs;!qh4ek3c)F&^EQfjJ`G|ZIjde*AomP#&-uEjbCIT&U&zo)> zB7<2SR{evT9K4tHJZ*5yJ9Ly$WC)8e@%uPGBowj6xT&cUzvO!}{OWQRLP|$$@6DG{ zbYH1AV$|3(%T3Kh_;k;@wi;t4w_ZN?IFb6ETe5w&!k*La2jH#PSsxinz&-vr&u_BX zuSh{umBL}#?z+h!uhc{Y_WLd0Mhlhh>ufQ5epme4(fB?s=WZ3lUnO#s>w$aXqYk5{ z#?n11RHlmLCwM{mqrpVA&#@l-46jsGoeoA zp;hU3vRSDqpuxze>QnaJ(Pl9=r^-LuZ2oUm4j~x5xTxc&!TrsJCUl04WHI7 z3W$_G#22BtYma1`cg6MkgMdgyZol zD#iuqL$?t{sIhXb*6*Y<|DElt7*j2~crFOSn*7TlN-H=4+*=&s#mANb1otwULkN5r z`?D(j#Ns-PdL>lvF!(e!Q5R4P!+-cXH!k5`JgN!bsbLm1CzPyd4wJdu=isGOIW- zmxk7CmTgWkfzR@2g7;DO7PEP_^YCj6H=JJr$9BBfTm6YU=HUn_sCtHLLR1zNWk_KE zRa^zt{GNz#LtyK>4+*o{pE!txn89o9r*{+jBnf|+b*m?Iem5Q5u|K@1Zsqm(VfHNl zCxLX7ce)_Uz%d0bK@4cWpLhecs8KQb;aE1{nRK&$Zo$k*JNT|p%=JPrT8)En2TQ}X z;eYss3QXJHF0SO33YT*1YX-Pml8$S6eA{GePn* zix(mj0$UR+wX-aFs&=6S^TD&@0z5p!yzSC0M}~=dz^5|b!E9O-Q&D zz|gI#^`zrJKG3Um$mngEw!oH+d}1gvaB-f#c2b5uT>r{Nd`g$3>cfrfZgxNOy`Kvd zmBc|vHVS)bh(t?S^W906uHMeht>*S3B?zNFC^B~cO?%q(gd6+F*!*aQ*_;9A!Qn9=$E1<^1}CBqA{gbFHCXB@hU!3XBm6%8STN-q8q{DCHaL;x(y9_7)FqCh&< zbV=5UV>%lo`0!bNw|dHMchQDsDoo?hZBQ?o2%cn8b{+50%VW$cz#B`g&y1~2m)Ge$QtHcO^&PpTy{SIA%mGuF-qOHQm4Kd-jI_fyPS>V;7qNW$S zvpfp;9yd4u_rKvxr|_e1HPBgyW<2JXPTKM9`pH`ok-V&1nZ19U&KFeqao$X!-n(@s z-29k*2uD-i6J8V9fxl|*;p{}QO^S@PugIV}8$cfz%=~9Z1UE7d?Ldh(78_f|TD4oV zY@bpSxBRJTAW^fqFW|U)Mumxgq{2d5Da%`;%%*1@UfajEo;qtH{<`1`lN_hRvh@6f zct&rLsqBedPez=C-%9WHJ5?oQe&x<<8 z$F4HLx>+D2+iL8|;oV8^^}>VJ;8%AzuUsUA_+?U1P_$3&Px)4P?(ga6&!-#-BZbsO zY-VSE>2!99Fl7H)n9jxwSZJi@9Yxv2#!&h-Z1GkHY zco|N|pGIPZtxtJSuCJ<^gStH!Tl8G&fWhkr37OC5FbDg?QkciKm1o}1uUrh#c5QTK zz&lv|p%eej2QRVCH&?hQNmf@fbmHH1{mT+NUj}2Ch5Jy`Pv0ntl7%%<x_jg;ePPKgl>%Qq0?KvZEJiMsIOVthJV8}CD$Sgid@PNdz!_5;XAj0Q z4hjMet;}%#1jEQD{_0oWUc4st3Ug?%e42Ly1;vbVUzphWv0C&g69|*1Up*+kGaN%s ze8&4}Y{~s)S_%ZS7Cl3S$yWSz{@TPn8eb$W_g;L<=ZDX?Q*Ihm48B0fF#+#^qYn1H zEea`ai|IAp-v_GAF0Iesds)15&TSE~LW9cb_Pw>sR;6wV6bLUz*MPhk?r`61l% zk)QWZk^}ad2WXcIKp2Rv^q4TPop%qGth}^4M2?DDY2KW^Z>OCvge(!`B3^ELqZ3|K z=dqaDTsOFVDVtJcNxtxs;Fyg4!zqnX7BWIN114MPG!0H6d#?BbirjS|<1r5^4lHPR zy`nzQ3CMxSj}3%;kr zOf{|wVpHH!VvIfnirY@=8s$$PPF>nQN}vq?_(UuTVl3VL&jlD6mH|PPzK|b#dZAd- zxNu8vg?zPiVEaCk%wxBlEYa>K6=5WbQ5pzp|FSIT8>PLZ(l!G{{@40`1x`}rgp!Y! z_?vWrvihPwW{!TvSQlfD29L9&jm|%yC@s&M{_MBuw!m9xVOTsJ{IPYJs+#)iR>h}& zZdJZP@1Jl7Y<*X9)*y-@#Zen}rFR6`^jbw)GL?lbdD$l4aji{_jJ?fDnGujW2BBRi zbMUpD#v_6=e;$h}Zu*WRTj4fcyKZifwLV~&1vkFR@#fmVyKF|oZCK>99;N-zm<*Sv z6H{5a>sIc!H)@wD&4}IUNlphZ%sggmwjx`?WZb_^r2hgyo~>93`-l3Z8?wOd^Am_V z*%7-R6b+`d$}>^lVkQppzT7oh`ODkHTD`)k{N<29_-bfjX8)j6<&~Qkmv5qgad!K+ zm-AonMv4fJsikG%6~~_KFR*9(Qyd#=OJ5avA5X2>qOMl-48kw7o`ft2P4erf<&dl^ zYD5aliy*sYt{Fo{&Zfz+3vO6hav6A$T0J|6xN#KMbf-)cdCd7w?R)HnTxwIyW4#eW z3N9kXk8qd!nZl*r4;zxZ0RQjItiW=QuGB{I`0o+QOD}451YTM?(Il1pX~uu0aN=qN zZ&KX6v=*Q0PA6bDpe)=vqH*5HWK}LMQjed9EpLX)XLD+LM8_`xnDaMcFBiPM zEW>7MEBv#DR?#;U?=e9JR?k5k6`p##D6yE(65+26Qkqf^I(^Q*r}3sAKhW{k&! zeKHi$eE!n-JSdCTVp27g*g{#z@ISuDI2%n32LI=b&e$6bYO;byQ@(x4y-k$@Ao@8?Ur#e$Inr849g1PCt&Npfd~`QK)`CH{~Oxu(vX`5|^K(cHmA> z@?Mjl&;rUs!A}z1`6zYX#83gtx+c7C zFUkA1;(oCVfBN}3;Bvb#;=5_vs%V3Q61!g>pZrFUPl-2LAoFKfi3H<_U{u4!3Psyn z#fk=-FNQMJ&f%(7={aY`e$NPVhLK#00+I!E(wJAI_@&p%-Zg)hHws8jHU(W@;&*Vy z1F;9zEF|y-I|sP5R^H(nI~Ep=;l*cR0?%^;`9}04kihW8!dv&kVU-D2gKko*OQjis z*WM6&E1IpJRn?9(KLbw$&nM_w4!RDq{!}pw-?j2sTiouPIvHO!k9>F%v$Eq$o)-WE%VQg)TTxe08y(HGM$;CLr+WX=3sOT!|KTFtOBv$f7YV)efHIo9jr2z`Q2+n2_1*DQzwiI{itMa#kZ}kh z$)0f>`#4gFO0r92cf8Duh8>aFF%H=zJ4#kYHianJn`0c~ckBK6e7~R1_woBrJ$Sud z_jTXbbzkFoJukQ~LNd9N6pOvq*&*cfC6bK^0FZtd5TT0uffv0KDFb%@qd+T>S>Z@( zlOBCy0_sYeCr?iLICV&gL5 z3nvYvkB1an)FOk*4TvWlN>Ypc0rv3a$vrBRXTbMu|t3!()BKjKhuZ{QTBQ8r+ehI@65i)P!oAVX8kLa1O5sO1KL(ZUCn+UX} zd?2p9orR%A&D{vacQDv3WJPec>7Ve(|CwEh9Zz#0aIYiwN6)MyY6_~i_NX6!F5^QC zIiu~P6G%*H(e7zzhDplkgu-DJaNxi%;Xx%%4gql!?uKSA#-i99yWH4izni@RKFUXb z2`+rl(rDRMKJmf&QeOXOsSuJBcC1sCS1&r%92vP3|J38#2%_qGKy_i|uVwRr!J0V^ zY(;NEwO!Xai<(9Fc)g(Gv)H|JwZHW;a#fFtWx(C$#qD%?b@aX6nJI>7Grw%=Apt=d zJhWgS+*Y+S?Q7=HPh3En|CAJaweq1Mr^#UXsLo##dMDq=jvg!+A{Ks;ri%PhqfEtCoyyBRDnb zIL8~)o<4p5Yz;J=4IC~NXI426Ygt2{-y?oX1slCldSR$Y&^XOx^PW4NtSZQ#`<~Wd z*pp~*h6;85aZ?gca`t2YZ+YfLnOmyf(i_!n;kw9hu6V}GSFvBnxVV{K-E+v`9Bwf`yFk=6m3buSG&qjm1F24dSlPqF`|d2bG+{%`b9LO zs;uEJHY|l>?&=o1Pg=>YF_{9;y*SCu|VWgAOxPN=fWq-(dBy=ovP%_-x+2vQ)%RPU?^k|Vf1XdZEH z3#sXrpsB7C!LP{>%6hAGpYI$%tXMLAIy!PyK7H4z_b>j~cncQY+PbVJI$(Y7QR!yL zpz2d^A#qafWVE$eSG%VXQ*Jii`c9v;c%Px7#YdGuOkb{AwdM&q0&}ob`DyT`K?Kt! zLG=O^qL?U-5Pue|wiC>b(>zDCTdHrQ)7);DvNI*lg@gxg|CR{c&)gxZwz+vozcvJvX7h zG@`QfKG-+i@;<(Ur{aCJ_NemcFBxwI^Z;UBORTk zOoOu3)I+qyE4=E2Op65X$j&auW>4fJt)=>!4p;c+*hKS6&(~=RKvWMs5B1qwWf&(2 z7f<87-*mm_tSg!)1m3$kC>B{)zkKgH=Uw%EZhp7EyNI8WIz~Zz3lWwMCpIC%dASm! zhB4whoHz#TZ>p~ht+$7)gk?W3<&Y#FOb#XWR~QLY_SQ;0q4BHd+N&hLA+SRsxNR6F zFvM`l7dPmMa_3HfLWNng2QQi*SiHO3nF?+Ubxu0P&K4E7YWmBqnePXH*DwA+>V@0PmEGu zTz_kHj%)LZCdlZ1i`Gc0^;7l5rU*#-za0-e;Q#tUYH~rSjLwTZ?j_*uM&8QR8x~YUinx8Y+6`iY+0FmB zA&?U>199eP{a%WVyAwdHPe(q9%YqHAy%&?9KnT9<;$Rg~MKoL?gELd%9J@T(`!&r0 zq0se;Qn)1`a6ny3ogspI6V!qeK(!QRX8wtAQ5ki!-l*d0Qv-XG&U;B!4=uHZRS1aO z!J7oy-GjMs9;`ntYT`K7E!VRP%<7}WN|Ariw*fG% zq)Q^ZsmR*SdxA&cYJbMA7D%vC0c3QklJc+gTI!tiOpV}##jq$^yRxM>u7E7yER-#1 zMhraqxPyp=6Jk_s!OA(Q^uK}CRttI!cX zPN)RxbYg;2>)aW}M?83N$}BNZoTWy7Ji0c?roNRJ6&aGc<68OzfCZNr z-qARkkDV#mt_zF}dLvNOs1nTHob1hT=^=7e%^b z_(-ts^8=;yKUPSAXVkflXuR0!Gk#v@|MLRq?;9}Ws4O9}t0h=%`xw9biFR?^ z(TwM_Fv^VMySvlRRGl<$$-Zy0jeWegt`lTt$+q(YMhr{*ggA4$EFvI5+UVaZ)W2|# zLfoTAE@=?l+1V7&MxKg|3_+(uzoV)%6_jwv$kLJ|KOKHtV%g-SqSo1D35{`Q9rC~_ zKnHg}m!RCR8Q^JZw`PI0hHdQkh>&2H{q7ZjXza&I$XB(_d)L^Wh zq-OeoBWz5oQ|HFHHcp%uH0|g30=?A}e2;li=XhmUuMv26PadPpJ$NTS<7i5w6KGI} zElH|O#oI2XqFM{*BF~~whBgs1zlg9X@1EZ@r%t}RRZiH)O`}l}&&o+$J?5&Id zEF?kx$k)m9ER{0q;6^7DJ&rvOOT6fDZY}0_g;wH6wFMR976E8>a!nf7p6xk{g&78Str`7_0fdW7FK~Lzr^e}LtaK{vmA)UzNpkZ=LyPF5p?nn1 zIHz-}X!i*E!l>9UdB34$XZUDw=e3U0Y%pD=YdrZQ`TT{e#g5ngJn_5W!j<-V^GRByfFP%G(2$L9sb4B*i2#q zz(o*4*0?ad>)D1wCkjx2U5~@dk@*ddTlf83HfGvwzawNXU)GXTYKq-c+#~DT&5==6HxjqG z?+H!3ZCk!))`NCv!NMQURp%143>Hl}L_yZ5 z8r0+lbAb1CGk|Lo4=$|qEdYq_C__U}cgr4;#Bk;l>cypuYtQaY;1SnC24Q9eo`DII zrMl6Pblg`TzuF8QjBD4ruZ!CFQrD~05LI0NbE{JO`xEb9Pj@a~9z<$03NMU2NLkDD zF}C~tlWLrhO3Yi2S1wE?{=Z7WBTqPw@>@V!G;;&x#&{>V0Lz zeU?pt!~B4W?|7Y;@YBkZ(G{35U)WCAdqBOUr)3m+5_yjqXUU9Lcj{=NnRrjnukPeV zX13^AFzmaTxDqOA=A`tklew5rR<=pt2cxbek@+|2f}|HZP7x}Ngkft-fmWUXS;y$c z>!45i0fvDzC-s3ANXc2kWFfP__;p0sqzLGtFax*wt%){)R)*G$Jagr1Hp)x!+uNdD zmsCCt-GT_1;gNT2=cO*G)%B)a3n3-#X}jUWvqrgeywPqaV7Pb&MJM^3e|+mXW!l4l zuHm9ehXvHBJ54!P+uP2}Scg6di#P`dJp=q{&-UtR8OvtI+og6O5J9e;gfQoRE9PxV z*4BT`t%akdMVA5dk#oK~ove?)jpdPGt$5u6S?q{VC+C6_XpBFV@kuU|Mh8e1l3;(R7c_36Q#P}n zIo>|}O7w<3(}`Fsk{U2fkwg?cy>qexvy0|F`=ZFr5~8&82_Eble^F_d1%L8G<@@Jl z>X65s--Q`KZ__zROYJ4O2g_HrI6ZzH*R5u9Ni=<&lfDPq1B&^>w@+OjP&axD`Ra49 z{dER&XJcuGwE^Wt3KQ@H0Z`WQF1)+_Rd&~oFhbU0r!$WTrHhfs;ssUR2M8v{w%kTY zU|WA5Gt*nvRbeUyo~~jAVADmp|9t%o)BxnVS?E=Mh%G&uitzlf=_#V zRURXwPdI<0Q}w(eKg4dcAAVv@4}G9bGUrgT+A*U4@KUZFX?N$maK!f&3~IG@srbHC z`E#QOU*OE&C?$@ZeJI^?MYbc&HK40ZA-7-Te~A6 z-7d7Yo>dZ-u650hqd^s^S8JT~deVY2CogujQSruCaa2OM z>f#iA-ES%J2l8Zm(@{wwncFJlr1xWrjP5VnCeu(}4@4in1#|)=aMo;}*MkG6&bd4H zWXK~xOGBm>b#_P%2~B;J6HAs30%?en$qe<`@{mErVi(E_o>OzBZFFDLH4>!+EIasp z%F*K#K*ztqX$`tPO`6w;Z^N03p30)ARx}-Ku6kxPe_}t+@05AZSh_i3^+i7*Lc#{D z_yNyok_Zrlnf0WO&<8dl10MEDTh`t`snqwM0MU^u=tO>j~`>I6G>)9P-U)Tlt!C84951*|B-jI&Wkrfa7lVZ)#CD z$WDTL5kcW9-LLhBq!cOMt2^+Ltp%hz6g`d12fjZOUqDbAgH{>YY^ioZMP7?QVzdsj zC4sj0*F%m;;jGA}p%_3`Fyjs|fB_0TUYK5z(?ZDZ4-b0XK$JT2__(;_y;?!X)?H(> z`)MhcK+s2#zpi*5QL|K)CtGA}7tRPeoLM1ytW`$*gOMejnCz^l2x;P&%_V@FlZ=@e z`g7XcM~$L2+0^mN8;y!fhd;PvPOzz>1CS4@h224sDm{9Xd3E_hq)5U?TC-;R+evWr zgk#&4UNh#GEr3Y@b2ozNeOO>VY^R2(7#YU7c)|5PU0)jMHR05V+Vmdku5*YQ$R0CW zA#U;hdAiI6@V`u^Neyeoit`6Nx>vINb1txV^eMCE4#ucpFlfSU%PiGeFWEr!zWQRG z>Jg586rEf!=A#{Catd$t2u zm0gYxwN`8})-j@6z2kWy2>>xMDa0|87oZoNc=7wfaY>)Xhzezls49e*@SegLINS}4 z13upIPQ6YDhk$2=(l_Q$yO%YY6&0`DxJ_hsHzr|0pY9H3<_5@=wn=z41Q5Z2L~^89 zE~M_YEKsfJP1stn5}`o<#05qS=wh@DL_z2h^yD`lHLDv?jlwy2jY#%x}UL~a+O9T ziQ5--V^9@)x{?W;{ldJCRXnQn?iC*gZOPOM4q=`rN4s*$s2x9GoDcs@P2sQoadCA` z*h}i`?j^Mw7%I8{GxiRV-whjfP5}2gs;{|DgaEe={oP)`}D6rKDU&?Q(@p~#f?HGsa7Sw-KsTVUUO0{ri z83Y>|gqBApw^UQ~4m|ef7p(;`r3q?+w+Oi|n4*)y7{`%Ig?C8)0vg781BBF~rgfpC zShby8k8>h@*s>2l3;SdxDZaRQyW4p*;Hyl;^F)*?_`X{B$X%tmH~=wJG3G+L26 zCZAP{R!mTiRv%laR-U;eXoTXcE`Gyb3{bed&>@IrL+;!sw-f#CVn=kU{HiDWy{XoK z0W2se=t`!-{5x`WITPv4%e=8}Y3P_l$=|-R9!4Gp2?}aYJNTz#Ip0q=LFVcO+?h9e zKDuynI#I>Y41-AOi2|n*${GYkINQjG-FOrqau5zw{5ZI@_```%kZsr~zmE zfiL!PK59gLVay*LI0H>to-q-t{NnirP<~P%bd6XvSx#urp1pEs(KF*nPexne1{-US zyle)cR7}?)PFLi!_ujF2kf@b0O?1MNX;PzgNg!JID$aro^P<7T%FquhaoobOj>uV) zE~;T#7MRWA0oi*tVic|EBOcsUpD2Rr5dV@DGxv?!Qu-$rvXH?ENytq=Ep2GWD-k_B@$wdQW{gy(H`_1D$l(IQ3s<-AW?4KLfu%D|H zU|rKjbQ=z2&IHpw>At93v^wbiJAB&DwNL9Z3$aN9HLBRi_K9aejsqQe9W23~(1CN#f4g&=)+R+*GU8%~Bk$p<2)kfMA?W{dI$!l6Ozz6ai z=Ovj4TnD$1k}5yG?N`N=9{uCuZo>S2uBv@Bx^&94G)ThCSLPPAY4a;#flwW%$1!2O z$t_kD^ep*KlW*=TUY&ZZE=q#s=gPhW_#d-xi_&E3pGb@tOCgH9SNy?>NZ=GA`vN1# zhDB3|+VpjJSx42yVtKJn)<+mTfEYr^he>YS0KoBf}@oq+S8- zYK&`7;w#kRbM@a2^z4foq$qXov#%-d4fS}+DK))bJ?gfJ012k>iOVBZkkeB0wnA{8 z;0?zYBoaww>tl~3hJqECbD7hgIIgek)hytBU&=-fAFXg4OjemkKHTk%spZNe6FIUx z+kD`-9mXaUIHPdT^hw3-VJSW(J=&;DEsEGl%_Wy>nbeGpI#;_?$I0FraI?L=OPM%) zq)#O1moaHj!PMm6MvS=T1lb^BP?YMvvnC;V7sc}Ef|mnW$A6Ab5S^Y`o5LA4{z{`T z5#VP)&`{p-MT)Lr4boC_w~{}UIrY4w_aY-X7l6L@{Z5SaE=A7m?V_39o#R2q9)h$*!XI0jT$) zj1NIRkw=%Q0E5#MmowB|Z3FeoGg$rWqH0c8GxFl-6ZS(AI6zAA(}-@@8Pv1+2=C+g z3S)4KZ8lteHqVtx7M)O{zpJ;#XV43$`bbu5uzPX)^(9A|v^|_86I2(#ShYZn`YyZX)pz%+hfEeJp-!HbXU0h9cLi>2zB+i0;ob5qhVU7y@UcNSz$WF-2 zc>uPMTJOgoUWq3)JB`lHKAIP6I;j!_Sa(QcqRgXHoxF-PrW_f%4f!5hmK=>6YzbrY zzh8g+zoEVo*EIg7+c(P}qMa6Is>z$T^u@0b?R*GnFs%7rga6Z=>ey@>-Ty~?)%lW& z$4qSZ){<2B;cgWd#TO9z>BkWhdQ)+=0k_Y4ZVznXYO*?=@s@Gm@ z*93sSA_mhIdpD-=ok}v$+zykqCWgPBFq-g2_B>iz0s;t~7@1?7_a^*g=2foWnk~7v zvcm4m!kl?-obu4MoIYFn!0(0kH5_eBlvAWeQEc3VCp6*|7NDV3SBuYBdf3!kCHjJ$ zJ#)goJG+_KQ`x2Vlep5F?1HF64%g(GZ_^lq>c1lVHR!)1eEXb&=-1luCp&iw)-JGZ z3AZA|EX>8w9Mf_GGk(2C*GtMg^-7yjgF3de@9#zl^rJDy)MGiSNt2LBjkZ&B_O^b!>PSqvcj5KMKJR291|x;^ z$Wf^xAafoq3m_oS5a~_Aefaw4h5pkq0v$3rUw*ZKe5$8+c9jiC-=ZA>?O~Mt8zR*3 zIXipxz=UWWCs6}G0(px7YoKW|zw+~>v-k`eRTG?%^7vUZaaIvNL__HUIbev8QlnYu z6<4guy7BPd%69`|;hMFC!&j5=noW&W4Zfy3yhPYqDhP#f0Y4zgQSM(H*+#1AGzdRy zy;l@>q)Z+9n{D{Krl0xPTU&`X&Ze72*`H!sDxik)pus+dhEn-;P?uk=R+v&fMTPGK z>NrI+U@s^=I$uqLcAq${hQ-c21a3S|A{ecWS5Jt%A93BtWN^RXu9=kRg+_I>l$AI1 z$!+>g5q*bHFbi40_1fkj{<+;xwp|>;pqR1tR0nDP@!^X>mXy6=N$MCU5*GU{Mi_ar z`*Pfvxfn45xAfLWIf)3@#`eu*4Y;wMR2hl*na`82@<(QEUkvtjvAB(EfHoIVeVjFX z*kXc<`*i-Sp*t>xDKNoj`xo*|-c_uTRS)>a=4u5P#AqCB{ZI#j zU%kK|m|&_Stl^NM<1jT3zq}znhr)bCXBX&)SkQSXo8KdKFJM5( zqW!cMWAlp?8*%k>?}o>~%GP=3xc1@Q2IrE^?(yn>jY$w3K`y|czbI+tX!JQeu^J5l z0m@`Ee8H#t-BY3vn2@C7w0$pS-N@bqlZR`zHf`Zz4KR1+A2jmG{rzB$2p*ljXi|lR zRsGy(TX-AZ*uDP+^zpZ%-&G4P{s^#QgZ-g{q)kXColR9?eizHcU`AhWLTh4>e^*oAMr@W% zVtR5MW5EoY{jvW4xlea6<&kLQLsdKt0Y@7?0X zr9PE(hn*^V06W1w2lx+_Z{^NqVV$J2(E#@-AV`7ajY-k^HMM;cAWZ5qC>dH6Ge$x_ zGoK$5tw$xo2BTH4ts`3v%7sHUKsm&2End;KcK1uY(-$t%p=9x#_*Hlzo$rn;3M4xK zg`b+!8-nIHE|}+S_Hp3`lUj3Ru7)|UnWMl*m36Ot5`cf^{dkbCd-?c9###RBXhI-l zPsrq`VzLEFar%M3br?Y3f{*6pHznhMf>|IE**+3cVw92t2{tYxR7sBrV9dgFI=?e{ zCRz__I!yJ6$wsr($?bT8rXWxX-L8DK~0Mpq@>VQ~gx>mt%1s0mfU zp%$&eB|3X6paB-PDO0ASPV75Z3v`@z`vhd$s_0^mf0RTXjCtB{$;Jv%#ef!IVlAAE z5kJ=GtHL9PjMZ4CRrtt*C3AWn+?69gKoN2v&-M-5VVXwh%CgSFq|Q&;9KF7x)YP$m zxYn>U(c^jT+S)zl^xk~<$ipZ_i@jxNlqIJsn>p8X_P1U`oWYMLgzB{3-VUKg|CPkX z4k32z=n~cs%bp7yTIsP+7uQq40qZ0_7FtSwRzaYYo=hnWA5_Xr65&)quhpnKG3Xg^ zh_qpZC2}Jc9!l-+-k#PKtE7j`?v27KdzCArDLZd}af~7{AuXCpg|$vV!#3xB?mu|1*J{p3bjUa)Rg`2mcgVO%4BhxMO@8LhQn7Vau!Ir;B$5mA-bAZw zZWl15Z1<@g*Ezmm(c`%X?FC`f))C?>qKFr&^V|35o09L@ML4Cp(P^B7VPL}7zuzu+ z#$3E=dBQ~B7a04iq`*JN2+$M(R{+rL^BJ#$YUzx-AB3&>_TUfz2 z47P6#%)MO(u}*+=i3m=SUs!zdk`1vU-!>sozR{8Mc&h9~ohu!(N*NRoIDw`d1=5!8 zo0K_?|Gdx|R0q;N#&v1GC{az8A1<{{yl2Ds4bdo^T%^FU_O$h>MKu_U8h0FFvo#2R zab=ho&LYFgVH^sKT#zJ=xf!5IPwl)Z`&?B4N9aoNazp{)I7Pv>+|@|C}ldnnaj|u{D6Y_ z-Hgr-V&lN^Jv}FR*}uQR3ntjyF7HFaWq7|VdHnnC+RpN}|MdcSos)V9mqBBGS4i=} zwBwr!QAbXtj&H1{Q*R5*RXZxmqZ6(fLNEJNPOL-v8jHj6@^bvkq@$F-U%SlaexH-y zRW*FSd1}*<@1+%6R2bM2)$c~-duNQ1A#BBjT+e5Bjr%T-F;mPZR2#vLSE*)nr5;r| zj7j@F_@zDP^*d^J%99eBaN8%hZle-wE80hECcb`_!ap9m3~~S|!W|BVN?s}9pWI5L zJhmc3b`%jSo8JhZeq+SL#YoLehw_{I+YXGDnMH0F0)&DE{9Wv(5$AloOSaB1VoW89 zd-l|R^@pHCF_~W*MUPY*Q!2JhK!K1>@){-lfsR*~BIc4YbT{)NXj|?wQKi#3CcCsD zr%Geyluu+gZb<^0y?p=PEouN>i&`>m+_D1hjWD>SmP5+FQ&tEphrG`r=J7Wo#x8$J z;tx)!9gbWhf!U3``h#kG=v2e_W=R&{_hxG|wx;V^==?)i@=5YTb&zA9lfG;7ULvH={<-9#fVq;Si^}BK5k|M&M6I6IxHX*RL!aX z*a;fFTGVcO#iShZ_4IK0WPhfOAGHit7u`1GklRe;3uKIbvD-DU@MyUU39eC=zb}mP zp$p(~9xd z_pje(`9q7U7Y+q2SL89Giiqxm=bKaBK#FK zyk(ynNUXxn;uOyKuZ}yMmD=Lb6!lxQ)5?@Ca9|2>YLWm3C35U_7WVX%D4-nVJewX` z&&S?tnO9No0fi1P|Y=U%;}M5zbS&_-l1uM-DkupF6~ItSg~GD=|;OBY|e z!r46WY)v~PeX26@oYL`C%ywV3yxduQtoy6tn~Vg+9bWi|b*L;#iE>^Bf7d_Z;&Mnr z58ue@q_yO%?sP0utnYOKV&M+vaF>(O)!kJd$O`l-?Myy=pNYGo#_ILme954f#UIKa z6&up`UQAAF+u`Uc=K*B#2CV0aQGe3kuT{q0^lBb#J6$WvJEat4&tS84d~4gZ;8ps+ z#wWmO>GXZr?rg!^3ZscBcP8?HhvFFxl2_l|uJ)G5@R}FTnu8PNBMtm=_SR@kXw8rX zrhy5XmV~cSpwt2TkRMFv3mwJho-SolCp7Z9e&s7nw(M!AV%78X?;pNlV0_v9b}KS} zM`pP-XwoLIi|DBuHxj;lBsH^j1MKT+rO63^+M^(a2aI2#i*aX{0GO8SNKyYDjwK6O z=9qDNCvRm`daQ2Gct=$9JNI;ZEVvyVsy&LCriwGB#6uySPBTRxFy3l&2Vv0lQKiq+ zuIu=Xb2+t2BmlzAV1-6ghrW)_y>^-Du-pFeR7qVFKCI2H&ROFFR2I`@^tosCa(jAy zyrg)w&foJiAj3npXnw=`uZ4 zqOLxWJN#&S^iyl~Qr=x;R_fwyM{D<7QbO(FQIDjiis^*=4Ij5o+VP`h=hKu;6SOT^ zY__nFC^moCi$Q_%cSz**U32Hch9|?h_lW^e1fgGAfLC{5qpDMXdR#Y7nfA+cT{7)g z`Wk{=ks?3!OgOo{5qqZTRp+Ta;*x3GZ_p-HG#Y!eZ)|R@X({~ir`b8KVgZ%AITbAo zYDhM68N-{j39C<2s20SO5fcpW!f8fyOsGs-^uX{09{CJ5z$Uq4Fz6byN&j+-^tE(` zP2iyXh>tIjO^Fxg@n`M&(U=kYWstqVBOdvv>f}W@B<5lmgs_0QS|x)BM-~ZP`Zah) z#t?HBwN|S_mV5gPHH>wqj}*%^#cmN~y^cuaxEK6qo~NA{oBPdi?n$DMLHaBFH^*1d zS~Fl**wEUgL~LAv7iT!G)dpGcz^zFxu}csWA;z4*fh58W^wvaxzi=va)Tz;Ipy)Js zyjF6o&z0^SZ40dxt$8)#Au4*8&R@Qb^U9hJdmQiLd@SdF3wyQ?9^9P6SPCAEOv zaj^z3i42ggzqL(DjG$&yp??Ji^zCow?)4Ez3kdIgOJ+{>vNBivx+2^f-VL&VYrCg} zr2cAjYEGOW*%Z(a#;W|~7I2@Ak_tbm+>W6cF?yzjb`dVc5J3P>KL!Mm7NDPKKmCeACt@R!s2n9s&PWFOdaScQ;)2 zhJa_)$lg5HxOelM(aJa{d^)xP|9zs0Ud2mmdL`roF$G?|dL@J_MK?eAc_Szz0?oF2 zfsRve`8dJx2*71p>d#3MnKgf{fbe%db>R8>W)m$BFsL3pDSYZ3n(a+DY_>6(6E^#m z8qXS^4S2_6E&NJAX?$$g)K)jiMER<56KIvCH1{*C^s_Hg>X96y!JBwQ;~8&?`46fX zR}fN!EL=6BS}$Y;J>qLO>saLIpmD0}Zi>KQn|Lc)!q6 zty?->8_P3_xe=WvO?!rNSxJH);=k$S3 zQVHcq(fht!K6udEV;doERT*)pjM{P-r}d6*kVH)QpZ8y$sK5gnG?~uSjOQO?w)LRn z@U|!Ac;#yo+X!+PwBwqx`t1axz8H{>Sf4+cFg&3rWG3U)&tSjegV+!zVPCy$Ys>OU zQ5sIqRFM8J>eWSQru9cCW00kdPbfPHFOTR;`VuQ;3{BE5Q732Lo5!o|Q)XaLLI(8r z-w4$_Y$w#|@Or-Q9b@*Kme1Sw#s0Al2kE_YrSFo35os~d04J_H)uH*!EY&k;o5iy2&1O;_(!-iD?m*4|S5T}&|#4)jZ%e>1LqIbKgcp^(Z5oepvY z=usGS^gC9%!B9}?$ZJLDpnLoy`EjbfWwG0__mh7Q-}+}BshTy-^EdCItv-Rg_W``# zKXt~9ILM90o4}|SscN8ZXx^ZNv&OVWOfkh4_3!unt?4OWp840Hvr}$-K$vdD!tVVu zHhcU7sj7aF)=lD0wEk_#j9LjL%zOS_tn{n0`j~uhz;P->IFUdSrJE|sA{77m1Y>sc zQA=6(@qo+tK>BdK8jG4oX1AGOIlfq{KpI$L-*yA%c%DYWwiNBHLX<`j)0C*%##*jjFCESCe8z`&nDj4^BXbv(?_ zs%WE+Qd$w!mqIK|0`Jk5Yd1~@xvPQM_7*EU?kKa#IkF5WwTT9dth_J-(R9}^T{a(lDM zO6v`=+i+;?WBw38!_d}uA*dktLVgUu^|>$eH4vc)`dnl6{-K-lUS#Ny|9C%GMFWZL z?g^}6rbuUi`XQLRhhY3-UPLjCIm{~vJJ85@7Hw3B_%$~jaZTYxS+zo9eal<4#%I?KF(W0I{UA%Jj8_X=a0C3goT zv`w+8dxh`QKK``=6T^@Iy~+d9e~!yP5Bz8oq^aU|KFz%!PLl0Z#c3uAg1RAONCCf8 z*n76bJ4OY|YKtu|x$deaFAO-?J$`ty#z%s%BS#f%H~pxG$A5h?V67UK+jIx?EF9|l zAKg1ie=hL9Vgo}Yz~}-h^6N^a1^cREJU4W^pvI`Z@4H)B(NCVgRQRJ+FbuFuX3l8l zI{|~lrY@FCV~4fGs5e}i9}|uN{if5*Oe~7e={SY%vuZK#(_Hhk8cE`0D^@LKaN_?h z6SW{Emc4FYh#?#^-_=~*6@F(?pzRGzZp>(66Nr8>PtJCy zrf2(g#X{%OLuTM8HOxKtC_-|jTOn1I@opQgTPA!?(_5DFVtN^6IMCEcG<$(d^uKn2 zwt}Ql&2z&}uAjK%fU-aaF?6-QL^QLYTgI;a4=`R1^U^^HJi5Nn@0L82w=EIcsl%A~ zKjjXFKV34e@yiQ1c&2JvWS!?%#oq`z5ZTN3iLrhx*gqvVjZ_gF{cQ|8FBK=R2euI< z{l{`owfzUnUUSp&g&ocU4BlVxmixW|x@08OUi5~X;D})u2M1*0yZIZ4b@pEZ$GdW{1Yv*b}MP&JmtxOZK36z5|;42GC5=* zdOk5O6~E~RKla!y3E=U;?){oiq)|d`y(=!f84*vlm_fle7Fw+P<7s{I9ZX>UV+?D~ zzsJJS7785wR_DBXGm*uC3Dnsi906fH_hlNuSUiJyd;Hyf zN(3N&C`o?&*DP!`1@eBMoJOBxyUHnI$cU75IhK>*=3%Hk5O$<~0BbFwIpf(ojKTXy zV3_hLr~5LOvU3cH)|hkj>A0BxF#r%rLr!3k`Qj{L*~q4GoraU0orOWL0kvp>^9P-Y zYNEydEV9lSi?N(e44B_0b=@C{Pz|!|KOg*$YM-9rlZaT(}A^o zY!U+wobiaFU>#B9G00FD-Qbnp8B=u-0n^ILbdc9BUDtP1& zX);QBZ-UTAT6uQ}8SBs@TVIlRY*n>xD?y)yx$Y`V^IC&orA|Z89$R|(U#lT$zy-Sc zOl7U9#;L3~N7Dpy#=vrx#XQ$En=cpjcs;)Mb_B5@wfzf0b4i1(9KtWm2nDf( z?;Hg(8z@!qmE{S%lQiM~?_)Ioh&;e!l6O8!@`P_gf*v!)xZU`P1AEWM#=oB$qy&vh zvXS9Bon-1yYO`K?(ybUJzw9x%~x%T|@s0yWac_yKXcltSaJFKUXI} zhCKT1qcDY&$fj>^&k=MQe!UEF9A6Svv^gXCAJfZEjdZ!#?K(rJwWKv2o2zR}moKpg zCZs>s@WG~AbML*lpda}abJEnXMpTilFm>WZywI>a8T)eEn%prM!FV}JR!EA|KR`;z z#8f{!QcAQ{1Pu5KiGXoKr@!ZKxwv|AatnWPu18tMab%oTf+qUK1dWRC)8Twi`)vym9dNbf|sN&gG z8Hh;Kh^UB&VMJtsY9FYs@}VG~Ih%zCn5=B(Epzdlw->K8|As^DqOB}ivy*d$*E$i{ zWG$)JOuuQgI@x*2pP@hKP>+!Q{d=N+9(I9=WL&GjOWAKA7$JURhnX8NNk1duA41%T zC5e^xSoyV=e;N69+A`XC1tWrYYz{^K&lj9N;nB;$V)v=!jS9Hs_3O)Be&4GkVUSYn zi}HIN$SKKWgYcI;wYITL)V>4Tw+MKb?@#V@yj#fAn7-mH@JX!K!G`0uCU&%lz8FK| zz<|4|I-Sh(pKA=1q?%{Kc^@C$ghA+^;lHpXP4)tYUllh)n)-$foHf5By?VvcCw1x7 zg)qeDBFpMOx0IjJJ%dt&#g*-KKs50Yb-M7vfuf;%#WUYm6AO@MgQ}}5=J+D>}Z4J&+)c>Y&peeA(cZy zs`Uqa*|o*qxbJDD5*!oj!54Mo{CQ4nyw+rxMEU%A_%AoR1|otGzL@uY|FLfnIGpDN zGWD;%+-ScyB6C(!rzF9pR z3oki8IH~7(AL-Nm=MH_OCws$yyGX$=m_SfD{J!QmP-`}Q_8})@gE+NzJHUxlvSF3& z89@Bgk?^EQA4^7kroQF$Ngue_|Ie9cATf+&=}MdOTGC^C(;k<2Oju2|X2ezZM<$#f zxDb#eZYnCMdb7dEYb(AZ-X)SI&X^Kt12WS#8b@-fJlT{%gIu`BzxrPUetr1<$4$5% z{^B>8tIx?!zxOs26etnv_iG}0pjGIJ0LnBnA~NA3Lvw+@bgc9jIgTw|Tzdk{Y|}YL zHtK{3Jhz3C{GUU=7fKYLBV*b74M%4`|9gDk@!f96TAy{MoHz9a%To5=&L@;;Sc{^n z8CYxTV62UG46M$^$#LcFHX|x@=eqxX*=0sI0|?vCyygBpLFXJ?2n8XHuwrvTOif(3 zw$T@m3>R$A7Q`gyKlYKnysU;*!(NW2Eg(K!Q(&M3NuFF<&Wf$~z$+tfig$+7EJEgH zt0iiQeo1*K@hD1F61u!QR%gh-p>c~;OJKyQ<}$-$PZnyot0P`Zd-j@M*pg)u+o*=r z&S*v5g2SNI&F!Dk|C};oem93>6AOIZ&|~)_4jTs1;ZiEufEXSN4UigFud&T8M=)X!Id#ua{2M39`WGU75xPXv0H=n+kXfsYY3 z7t0J6($`P_99?R-QJD5Klr|$)I=O*uuc^V==7W~gwj4T_HUf=>z%mg+h$<*gpA{PN@hN?Ef1J7b_?6f^v_z*loOf0{Db+pc>owgDUE=1*gn0Pl zg}&KRD~On@2^G!Rgk}q7d0!Yv1OD14>~z262B_opvCki&yoxcR4qw}^Yu~zo{W(52 z^jbsluRKE4VJp`yJ|;dqg5D?h)VODCq6uY-=<;iikUdUCwca~lWfkhz*}0Q35ne{} zKW}7ayR@MO9q&1Jnuz$fydxH(0jmE8;$sNY>U4;Wv&D{z=J2D6+vA@wMzBPn|DC(8%v=jLj9EKxi6#|}N#QJZkA*A=cqVH9+BuqQZ~1uML8VRf6>$}a7inn}8Tm8moze_L>IPghK`R)_0U z4#cKpk0S>s=vJveNDB)Jo1#$Cf?I349YH7DKkA$hHw41H^PZ`<%fESk#M$xkjoK~| zW0A}UJT*#?X)DSK1$|Lz;Wtr2Fu)n$PxQez5CP>9A~^#!Jiih>$%v}^_RKTVHgVZ% z?{Zy7{y8_kC$_RhC)G7)vdX&gyzjA`nxcv;G&_H-{rKqxs21||%HU-8i4Lyv;>60! zj+YlHnu~p`(4v0)!YoZuN+#~o*77RISE@w1FG8OEHSm#7KL*K% zJ8C!8@C~fu&HM{S-@YqxbK$H>JJ(QZRTmv3=4aZxxL>vOmjBcceWWJgVZ==V|Q)02H=5$B$F7CR=?ryKN>jF>)h&?wF< zGV+DXYiW_9v z`juY_Ej8>I7NNK)gwozsQP2PS&g9Gc7K_VZ%W$Pv7$p84vd@Yn{(0P)H|e|SQ|`aU z3*y>B4b$7S#_qg!pAmiGEG7F{I=5B=nB~hZ-$@yH-%gxgR{`=XgQ5dH_*)YMKF64W~0 zg6H%dOP3w&9*P=^d)$qA|D-nLoKoAy7(S;h^d-93!;uh`PfT`dhyw!!_*+*BJ`45F z%VrbB#@Tg-L1O8myYV;QB(yUM#tU!Mo%fi<$#z~9m%5f!6bn2`5qbGm;^Jnb<<3`m z(b|xvU1x&#cd{XojNYB9h*)mR|-=pykhOFZc#s!yr^ucS12L+ z_Zoc6upWVEh%>|%>jJk7UA`Wg7MyWW?atvXA*1wIkq0bVG+M~H`pmPZngW|~YMp=vg-B_kMXUdDFX^Z)wZ zre2BWm&Kc5Bjv{pJ(&j_dUdqZ{3S$7EGSPakFj3EtbwIAs{+Lx3jG|ly!rp%KOYDS zE=$72VjzMFDs|ev)t`L`{=~3<$f0${pHKch!bs$ux^A%PUcE!}CFfD%Ao7%t=W)BE zFQDcSsxd|-ZYecFosUr`L;t%*w}&1ujDei{mT^e5LgqJEiMkxar(Vf22)r?hiGorK z^Bz?y%{q3SV=fDXv(8$vnfAP? zU;1WkHNiRjcfqBW|9f`f04)Dcd$Zfy5@n5D=Y>C6e11hNpKi9oMb-X2UaPdJ%9vFdH!PmZVvOL8 z0&UtB%p?@Wt%GSfGJ8uXBzc^HcYED%QsRbTebSPm1(t?KCYA2V!URJWgGMY{rmF4r z>!ijwrz-R58JJYUn;GsezZiUqO@w`>%KFo5y?)Mt$SP@|r9|`KaJj7f@JQXoVrC%p=QF*TgvX=5 zX}qJ5-wB)(`wEd479Fgt&?R~xi?F0_imvW~$saZj>Ussk;j>Z48LNRxlhF~~=*$yfAZH{c7vVHYFV`EB@7j>iCu{smRu-o1 z1e59IERann#1DFj{Q^Hn2E-fq5%?yuZc9X@(C?#6>$!Rt)(~Nv$z?jjHuJf9|VenaJwX<<2fS-L&?1T_=l7 zU(6{$tf(WI>p0_=413ObYG)=1)fDlByBQ+At)FH1+MiTsY=^uma9ONGE3Z(SfgXZ~ zE2j4Zn~lI>H;#)p3I52MIEr3d>oaiE2a~HlcqC7J(*u)p+whm_Tx7V2=U)4{0v*Ec$b^5m{4=`GJK3&57RKHjq|h2ZtzpEJTh5L-t81 z$M)-D|2({FkAE^xlG0sU`+KgKmE)#p5jqy%3Bknf_E6w7)Q2{SzJrvBB#sap%+tB2 z%+$~IE;dQw_0J#~A;jxkSn>w?vXo*|xlh}Q3$CE<|IAZ(yaVi})!(BA4F)CZd!C6K z^NsA{21WCI!E1z5u}kyf=h#p7J#iEqPJ&_dIxBr^5|%~FTHLfg?Y($TjQ@^{)vq99 ziiQnQDIf4yg4PTl+}we7351)O)bY^_sPl_gl(i02FLkoT{5;q#>!xV@JuHgYu2Q&&9Cmgx@A_U`p{EWO znbHa@1)UAX!tZ{rAE&WRIGJbYwK`k9ak`ohd$LCWEZpB5{9Tgiq~hyWIt~M+m(5|U z7wC^4CBfalK6%w5{%D`R?tshE2&*-6^)o2dDP)hI)BAZus~Cql!7$$(1*tr*-v;E| z?3xD|PLpb3rXYbECfLWm?m>-|zjK~^mTxe>EjgddJjpMjRLpd)<6yqn5O2aEvHg3U z4+CrnRb~i+)D}s9|0K&ve$xP%5Mon7L|V) z-tSY)-X7wsSkGk%vlR;HwG+1Y5^axn>bAsm{_ke=ul3$vl#KR?O@_S3v?2XIN{G@q_vTnHNb&b5Go!K-xIxSyWnba78qd~RycZ`a#1@RVHwV352KK**U z*pV_@alI<;cT&3H>v8@2!}FV|KBS>3;kTF=H*eFypzCs_9pu8$N?;8&4o9~Sc6Sgl zQ@=^gJe(M>_{I=zuTY1D+BYN7(z$LUxfZG9%)2T5Ikx-D1)Y{bBLV{97`u?3kvC%ZPH4;Y zyIN<;5sT?}UZZ{D)DnfX!9iv;7&vK8Bi5_DQeYImlCovsfwbPE_Vd7ZeDZ15^yVbc zV)@PiB@I5bNt3qxYRSGZgYRbC;ty9)G+^EQj3g}%zSpgJWeWIbgUOZa3dOA&!WMOK z+6?;ZcR-Q!br;ko%Imb2BLOAS!Lya2tF<&TZ|{78;X zRa}GvQIfc=B*=HAPQ+hW>59)v9RMY~*`L}Yo_^04)R)1prg>6`jrAxL+@jV;!U0n? z0}aYx?c7qQqMYV&7M4=zbQwh}bGb$j1VwMoGhH)Hoxjz)2+CIA9+06$Jn|V#Gg;Sw z<${cf%WR8MW4IdAs~51&F@|@q@gO9g-Ns??Jr62i69JW7ixCCPh`~U4v|NtV1ssEv_k5sJC8N7q3-KA3v42mDoSipXw~mIA&R@K zkk+GQ5z*nOtV*+N8eP9gM%S}mClv_{q{;jZ1`^@PMhK;LUhm=6xvF|vzTUTiPA!p; z4!o(vI3?)|zqep-TX*Ll1cJp2D++XL6(6k&X7DgD1lotq_qzGkMfiCPi-=R|Ha#d< zcHz1vO_#Tb8e3Ogh}}4!gzA7S7cKVf$*4hErv$@0xK|+3EV%i?)@=&*|3vsuhGn zeE${vl}RHhEnPl>XvLt@P>_bCQ1$D#>M8V?;lT4GEe2|y5d9~56A4<_&3R61{ie@V zFLb+>sV77~I+5;ix|1$ksr$>mF<#{>kiX+i4A$9@klQfrW|Wqzgma;|gB4(IMtI(3 z5X4k8NIS;?k*y4iCt-uDm()Z#T(k&0&HE#wGCz7DBg-j0*~jT4B0HMA0@k}Ce}ork zgQD#p)>)IoI;rdo^hokxogp=Kw#G9&@)nb^b+(*4`<}YFQ+4&WqFE$u!-*2H;d)#R zp+pB7)ngU+g0~#TGa~da7P&8fzn_OSF@w+!MtT<@gUOM`<2N~nMx)@Z|H!9E=$anz zFC)2iGO@oCk}{)z|3j-z5{YbNgv7ja2TKK~`;;8qwC`mwxnl27LSZH!D0V{R3N=S? z^)Bk$X9}h8p~C-Mdegu!L9!1rFOV4I}XqzrRbRjQT0(qWh*J=Xkl~_L?0INSu zU9pnM5;}w*;~n*mqt9@uc0X)XXT9qk)L{EHSika?M7f4CRKVz~l4-7rU7jQEJM7iOeaeF zc?xMJ5IzF%L$imxZhrG49PT*z%ywPIv&$<5CqUnEoT0t&2gEe+>&cEk+%qD_E`%20 z1$WdNJ{=vZP&>c8eo|9>0`b)r7m)4{2x-TAx*za6$EbWeVHnxz=8%+$um|qG!v!HW z0~V+nec*~ZDCy#4sJqE|7)y&lMp6KJf;Xio0RG3Luugbseo&OeB)M*D8ZkN&nMsJ+VDoj@Dx2-j{t)pI z4^{ggAELNP>8$mO1H}*&Eh!1c7LoI z@(lP;XRSDx;!e6ba{XEnhh=s|JVRuGxhiZz>L8hqtYMe+&GuLr<4}!08TXfks^S37 z1Zoh10s?P;yhIrdf_0t@ru!ku&8)(na*JXKxfI$YZH*S;=;CDL!Xg9<&N^QG^eI}j z$-NN5=Gi;ABE%303qB}G)N_yLpsrRRd#0C$d%-byHcfW#SGS>{J*|bPeT_(Tm7X1o zPSdNUqG(O?$8m_2&JtoF-WvGBAAR#ZSXdv|3xnk<9)^{SAWoAW4F+H#6r}y4Q+h&Qq0k!z+e@d4Z&2we| zVzGr3bsCysEzBc~72}=G3}HymHAWeYHOA2*1j6IOKvmCbU&q(#(n-JX%Z2SloQ`r#jifk| z7{{vUe8WqqZp%l@nN^Dp5a;vDp;lj85!&R+zdkeadtASJW?I;|DYZf+ZYMSJKqJk9 z9&yX_ez^f(aW|;U577OF&3|J|$D$<)R4aOVi3X{?N~|x+I*PZA+l?vut;#|+&7Z@w zr`?^u|0^9ADX!WrSH@4N;=f|${klG*s37g=W+HMRnZ|D1%|8rSajvnR7du}&Qm^#x z!=v+Sl0f?m9~<`2L44A9sE7BSf!FLhwG=gUZk_Ce3sKAZUhRx1*Vks!+?(^pgbs3? zhcayS)>H14Z@mhB?LYKwBRnW5n1oY`^J-3?MW>!PBV$@Ny1OYeBLlHsp!QrWHAEvs zIfW)u{TVuq=q{iSQNO+X`4sJy$9oRjmJ)bNhc(?sxMxoM;d?_v8AU~DVKnwb;FB7y zbt(C8*k`O1Iwl|+Vr?8gWna3he4ZEb_!X+IAfHFGYih`c%w0KeXUr?sdzaerzjiB0 z6t%gVqzAMW<}RF^-F*|KxgirKMF3mxC8XB&Ni-8X1=6<~m$A#I8!gBjiaNVXmxidy z|JImhN-~et@E(2ZA1HenZY#vF`tn^v%2*nyJ^yjOZ{3&qBRvC<0wKLJ6D+~49m^P{ z8^P*`3)>zxIPpK`es&iOg>hlmtuh@hv^CAFDM;soM6PgCJ3Z*JSghPstw{)d3}ZRK z(<%p!^5roeQ_9Iczlp~Fp_30Eir${JmYm}QnV03~J$@daGL|xLwY5TdicVEVvL%jW z)>orl?M3|=lA2g{)OAd8;;v?c6H8^4(dq9@rmWpUCncRz-id3@F%7HJWWzyj`Fo<2 z6T+zy^U?4o=P1kaB>J9~;G zjd$=%xhi``wByVg%j(u-dEs{uMD%{-8P;LPmS^>p*lINjDWCdt;JguX$3 zb}gCCdJ#`AW(M=8H>CdJ?P3K29NBb?Q6%0m&cZ%2W33xCi+qX0rZGz^_v^lDPy+8z z-+rvHB=hWg{wjG_&j@8gV5Nv&#{DACc|5kmUlhoBMnT06VY&Ex2Sgh|(E}_X89wlw zK^ODS`}+}20h3gBAWNh*r**xLQ2W9C4mQN?@HNt+^QCJo2_vgM8Y~E5ZgU|&A9e2e zf{w@kc?lE*L$t&vlmuPTK&5X)_l(X2}H?5M$s~jIG>N2Cm>>AI-iVr>3fG9QMwPsfrM@_2w)3>c$!-ji$5)Jc)V-7ui&(?dCjs!A zv06qY-D5WAx+!ql^WvCjy_gK=Q5=gvlTkLl3zVy3`F`{c)x>nHBrd^vUCz-$71u;} z-n&goYs9=4@KF-Npm!Epl!}vNayN+(6H&c)Lr}h+nzR$B$-avL=w$z1QMm z4a0-;UDm%yKY{c)LmOtqE0^$*V`na6)UQ+`meP2^VR_OxZA zMx^NiOL1MOi}$*8%eyCg`IkBrI#I*7*M?3gKc-1|OO3aCk5-BNDZhA~KAG;0FfAf6 zH41nX6|C?H4hv|RB_^u@7b^XFln*(lMsM408a5hB~;Y^^ghTabKU3>t{ zRD!_b`>-1AL}J~9e@x~4NN!@0vE;F*Dc1|ezs4mnQ#4;a>JU;GD=|HW)IVlymjU~~ z3-5k-^FH+D--NVC_F(OqAKq^;TE1(6DeP+DzWtpuYNq2?ua_G~i~#3&lUUJRC*YPgoe{?noA zWmUBAtMGaz?hR>C0_1R9!HPxOm9x#rfR@7dHOi+xW&2+$a=`JetVgG#iHrz+58$ad zFLQp~6F>4-AZL<__bri2_8<>D945~~WvR?rP7JD_*@jyGd`2kvsdS*iXB8N|zB?it zeJXJW#=;G%t}o|mnetVeA2ZY)K04!^VE+otF1U4l0+A!fb)hOj&hd?#B#gIKAEP^)Dfa7sk!oe3y&5>h%h*JA)lm zy|Sg0xrbUg2ZD%KM2+1ASh?^Uzi;uTk*KdyPte!7twOEv>DJ5y0?jPjA<1(?W*k zEo)pY`@v_e7 z$mHF4$%Oh(_kPLW*{Bt*!(BMiqt><&Y4sd(?&cB zr(a~-nVC)2e}N9Q?&SE+u!}bsJ5cyC97!=*pE>$lYM_>Fc2{|s`MC--1$m!#skmn4Iv#tyALog3(wsmpQSl_ZjnSe;W3_@J>g(JcMMAZ$9#C@|;Gp+ZYfh z=?VCOR2;}o4K=SwP8)bAC9-A@{T?+?;LLv7D0_(+kL`4u=sejy#$kqr(DaRTXA$ne zf-_cE#2SBdPeAMTONzr()usFRgSsAU>6!dO@|)hTMltvk#e;xkM^OQ&rPH1V zx!^dHs;a1szHe_k=XsK3D)!hiUqxCoog2-?M1=T#m^hN8+;K;nhwH0^apl`hmi}S{ zw=%2wuYjt0?z1AAR4ph~=V_Hs)}s;M%*^S?zgOg7LhCeym`Y{3%n*&TR>Jii>Qca5 z4j}`^;s~I<-PfK^Dq_w52vKqAD(@g?J^=`TH-_f*>3`CXU(o?)xV1w zi7mrL%^lo5kxjv(>zcE- zoE2&=sxP{ZPd0`W$w#InzE$qOKI_0RNdd7hV8KL!hS z&T|MSQMWuq=+~~eu3RX(13In$oKbiiy>9fNM|hjRz-arg#Bn^T+jqSvr9xY3BHSm^ z8fX5Tye6n~i6g1n%WNxaewO}i_d*2(5b?fMTwmCL$`+(k1G9NmN><59_K*?zWS~?h zZcBRlQ;?pj!?I`}YEDe|yNc#mHkWk>(%^aQ;CeXbK^;AA> zTPpzvLz}ccgShVfH9b!Y*Lew@lCV!gQjR=YvIYf|z7i}7dC3SiDi-daTj!2t;=l>A zwcI$-^UHlsxdUxJZ!>eyoE<=ZO?9;S56{}RKgAtbg(=S2uVQ>mnYH~;DbSAdz z^MQDffmkCg&92`b-;d(W2@%TSeKy`RV-#Di9E{U`cxK8MHs;*1muH-i+YvUl9;o4{ z)uuRUtwT0n_L1-c%q>ze@CgDIz;Cu2;@Z09b`RwgqIaopE`_P|YYbVwG0JfoRDMD8 zR@O zE@f&}+8;DCLGzpN{AX&ni`kG9d(eAGz%cxlG0nF!bcLl*nO1$#W;b3ey2(k5^UI52 z>H6fZr!;mM3`K=%^Xj&@=0Hc*zG5{7C4TF~sOhpQY`IOkI}lgzr*y1C#I^Qnq|ic! z#ep+dU2tSN(gpCud+7|-$%n--`CWOF?riPA>!|#> zWJVC(dnrt>jUd^(R8^8J{z2)cYf^i@Os~Gt$GlrOs8T}wT^*EcK;O(7j^!wR1uIAl z{VN`akN%NUinEs%tZeBr%Hm#fxhiNgTM|=iw5Biu_*lh5rhD*om3BJaV^bs_S_vBj z4THSPKyK4ihpP#8@kKSBT4O@h8V;lq9#5scWoy^GW{%?8=6P`>UIzuE6a1`~4JLsR zy%&k9UsaLgBu#3vTj#A8*Ri?@fGfnb4|in$H4Vz~QvsZL%=cf#lZ-~Cf%^g#Q0_e_W@=hQB;&-?HLE9YeO)r( z;$T1kWsQ~EuK%A2aO2ZrDKH97#=!YquT4=~L$d@Wsxc|vlfZcF>{260+$K`zeAH!Vm$pe*3EV71U!df0@W# z_U>>^%+sK}1ZeJAb9Xj%4Q~P%OO#Ts%(M;xbh}x>MZ&G8jPfxP-DNer zn7DZJ`6?f(l#c6H#FI>$nzNu&O|91+COLogIGya3Iub{ET-k_nKt^w%C45=gh7LtM zrljA~_18IxiVWBQgUL1c;BASH{_!QMYs8Q)jI3AM_ru4M27qvG+xy;3?WH&Y_;jW7=J+KL6&WH=M~9jDsH_!gH+#6J2$E{_}4-WXpa7pdpPt<7FR)%fmMZ2 zrJ^t2POY@2*<&YDGR)d24z68OUV4EDe5NZ@+G6#CWJF!9!#V7p-{B7lb|X)xEz9_R zJ87VQ$!|$81WZ+2O(Ohd+?T8GJ7c;o0&PG8w8hThJr|!5*;*&IfX5nL%B|1I9%ZYQ z{w0+2d3gsy;tLCwp;wA8=6F;k`sS9u-V^^27RioCE8vF7(ttf3V{@)Nl)@0xn7W_~ z!u=(;t5S=*A!I>D(aIh*17%sfTqObPRPTc zdGO$Mep)nls3h>qqnv+y67$`=eI3a>et+wBqv|?LSf#fSHF}#iM+}JztV=EGwZ%7) zOFacXeDYUiivWO;19if1(YSuI2m0ggT-ccpnhGU*W-L~lNXCC+l?41=!}5a5i~Rt)pdI6>H8(mk2Y&xRA-mluJO{-RMCl3uJ*0HQ!Q^FO6hoYgKvEww_si=-iRhLHv(7ksKvN52biuq4W)KM9 zO7Q&JNQvo1n#8^v^oYuEO4*BsPlzankwRMY(l;XPrGA5<;n;so-1opxB^Nxoep_O`IDsOuISRHg5( z5Y8vQHEZql9R|qFp9e(a>0x?3DAmaAu%OV#0*#73T_be{_{5Bk3j`wZP7sJ2ZSrM6= zVshGxginYnhA~1+Pl$Eio46WNb-~uBdT~D`IOGBQx9CO_nTT{C=2<3}hjn^1dJ?_} zJpGY&!R#)(V>DSma|gwU=<;j&GJ5SCwZhuSFBj3&JU-L>i+6+P8obfy;+LAwGy}#1E8wuAJOn#f9&Qs+CBSMvyEkAm;13NjKrpnLm8O?x|Wo><73_R+*0o9A7lMwm!SL zVI-J_q^UuSHog=)tZEDKwr^-wSd3Vp+cTVwqHeMvdY|FyjB@ibKWPzuTdCxhnz3;9 z(f;6Ona3^nsh$(3%`7pXgg~~?ccdSf>LgHvS^ck| z>q?3QX(=&|=ZW3p9&hpqb3lD*U^uyqedQU1qyZL;yi0^#GwhcyRBNW$`KH;T2M1EPrWD0eFf2Zit~qo*PNC;$rR7bhJ51tb#X!6Ae4Hw&9*)G62HXGoEqx_oj^8m7q z1tnB^N?rm1-@icxD?uuD&z8zPhmTW#=FHQiA1(0l1Pu?)7J{nPjL~CcT;0qR6WLIB zi8puQ!V90okiH^95aBEMYW#f&SsDwMt9N^I8?qF#k@c$T5jl(F&||9Xx6!;*FqS>M zYR9%(nA}np=O3$MGdinXy)6L$RaoitmEWdP>+=9H$D>Gi$);deN&?yfg7~kT>S2iR z#A6yu`TofEG&??4iveL?nV9a_Gx5sK0Q@o$@SJ>1VsUj}x81;2*UL9?6yU9V6&={- zw0A2iIgy9X)Aihp2d&?5A0CY6*_VO$l!8%QcRUF`w8#w~_yaDQ9mMI`p*xSb8G?qN z;6q<{=tElJJzf@KAOk^*%{xLgs5@piz|`9KB==&mBar#5u%G-6C+K==jCkx6%=YJEmy#$EX}+4 z;EFb_01)31+HuHM)wjTD0naewJ-t%(hyrg~M2VA}v3nx;rz~cXD(hC-6l)arw>I2N zR#%qZ{s&(0uYpGN5Sh%9g;W{HQ_CY9_Lc@&PwR9e&3cWCFjaxJw;pM z@r!i(XQkmSp3{*Myf$9#uYNvr6p5>s7Iv>bl?w*)6l+gQtVS5SZRe%*~>LvOBu_rB+eg2iDvarwq ze8>%g_|Lxh$4V#+sNCUC*NIT;@&K+mV+cbOgAkd%vg?91Wty+PRT>|?V$tZ!NOBcd z&e7v_u?A*Kq;U2kz!KYs0Gb@8QW4>scPhh(m>BGcQpna=w{gdZ{@>a`@#Y-kQCye& zO}h@P;p3la_Iz923?%CZ>1dwoMtcMk%j9=802VZSc(Ky|vqmP`SBm>t#K_YU^%-){ zzx*7t7*s}M>6Ao?0%kM1`_j!gxGjnTG-;!U%l}0A_|W9mMQ`(gfefa%jB3VkQ>&W~U6VJ;pi_L=+Gq|(g?d`Ne;C~klDMp{nGzg% zzx*Mkv>M8;TZ9zmPhR~CFn|bMF!;PY2d5jYl)>9H?6;ScJktQ!`Dl)&QFtDCN42-ADTDrvloKGJ{+R-Ib*uTQpqb{|CBYIn#Lv-4Ty4*W;eeJMkL^n$XNC1 z_wYFpBDa@F?1R5s;7Hj)rUFbe+luM_tD?`b<-pZs|sR1I;LCy@rEv}IK4gQFb0gkSrtKy9S-=B##qjuSwE>neMIBgL;d^-6j z1@xFm3Ab&1uTh?Q$?ck){ifi?Edu%#T(&A@Z~y7&a^xJUnxf`kJo3uD!~6Y!uNubg zWkHXr`vOT9%<5O5u4PBwvO$ZYL7sA$VPRf?YQ0*p2Bh^ZL3-zdb{S-ut;oT?jzg&K z9>6FCO5T^C$Ax9@Or(-+IJZEj>Hi=|O@3`>PadqyX!zv9uF*a{pvgcwL1yRGmdxUU z&SA6DAKrbX!orU&m+sdQ5jdnpE8Nujq`tGot3SAI5&p{%bI?VGXw!ne$!yt3dZ-y< ziw#*i4V4B!rK_*3CNEpR2s3>S{Hns?U73 zRFv2^=K4x!DKts&r8C>^&$l#Y3^B-PDy0{kLm(*f(a*E67STaQ%LUhgni#V=DzPQ) zVH*N;Re(rlS+3+OYdgYX&OU~92uePgBbfiV;>`Tu$;lhe(T(m=z?rvD+X0V<)l`M^ zoY*#-P0{HB91Ibom9C{oPs0M%XnJSILOMre&gKc;?QW?cz}s`G8PLFj+<~CUL0^Mv zGdDvEQ_BWb#vS~e>MLdkISlzj9==+Tl>+S&e0ZL~?=Kfn!!wagaxX05YXxlyWrZb>Kylfy_v!S$Fg>T z>>f507y0L>smtDq8*deq=+yJoWQ=dMAiqd}(N%@DkGrsE#s>bPDHsd8`3SEU#7wF00Qmo2Su)un28a*k9Y1+y_1E#QR~)I4IX8Mi8gM* zeCU{i!{w4`U{;{4i=0#^5jW<90UCu|JvaSe1&~{LJa2ztMAmcRxk>~KNaPdc03`MW z=_3FiAeU(2hzl+juUk-o=e(z4y6S~_3;&;5)5&l8ygS+lSL}a2jMag1xJM+g{(Ih- zH=}(s^`!=-7E;L1M}|w;{nBooV&pW`w*1nWNM~QJxNBpV&YzC)S>FP(-MPamjBS<^ z_hrZUfxFgCz)6iZLhl|nH~t*}CHDmM$)g>1h>E!5gbJNGBrq=Tf@g&6f}%%M7nRa= zh7#LJO%Z2K| zI+fde`7V4V=Rsc{6kM5`(m16{rTWHzvz$50kW%E^F+JWoAi-_m3G2qK$=r$9NR<9W zYRSO;B#JM4#IVO$aQcMQD}zfsT7MF>u{=$zfyaQ=lk*qOw4{ZT__uKu&+H&IS%ev! zU^Zn!e1=V+a)yKws9|zA8LI^gU*I`L3@uNzzwdy>Fa?p_)k&tBxyMlu5p=u1n@@_L z!cHL13}D2cV|?kbex!C@y-Jq(tAyylfhPjw@dsuoa1=SgdN5;JE?s4*JB6_BXLnCx zE8mKnL8|`jc7{`u{A^`DOu*>14stk?0PIM#?>;DZKEJ2r|2K1&`rDrk93y#@{@!N= zcEB0*&9}Fu7UoBOnGEY#yAW>M29sMnYshn8()!S7T4H|d-=(?b7H%f@+O7M=-a?i? zC;UV!#B3Aw)mdC0{UWHgbU`ASqzMeVcl$eUTa`5qjAag;g#z#Ye+%A+#r1rhrXSaD z&OQBrn!na)EKAn7@@y#G0F}LWpK`AsD(!}yj)gI?Uf5pBiOy33ud`ZNmgU>mSIWin z5|KeE_-M@d}I?$H)>1ep)S23K8ykNV}mU;JU zJpK~;I##(ht2z2sn^;NT)VTZ&{PpJ7qritk(-s=f($#FW8F=0QR7IVG?n3p!6K+OS z@Qsm_w1(LtA`|$p*on$`GtDf02ey7Z4?CqWfw})9!msWJCE(0JM^eLB(yUiJ%?pEw z2|z>C-K}JsBANZgweOY6e?YZZW80Uly*K8CcxPKg)d1L}&z#`4KFaj`1JWV94nb1X zbXpLUx;kqOadnyoDL=O_YfcVM8XCZ1onDiNKOl`h6G~6Oqp85G`%h_WPlfY=skAeg zZh8D)r-`F=R~a6)+ulbfO1qBXFjoGxvfKs9c@wX`RZt@#8KcN#a^0lX_?;x;^`6$W z4~S*D60)Q>=v#8X2hd+{^RW7w&&o5zle%J|(`&)bTi(L6;U_y`U?-+x{zoJs4REV7 z8?<|X%>id1U;1vZ4pWx#=6@lGj3&{>FB|dgTqZ-!JAOO+brHv7h8WZC6cL=$3jaSE zsTTExhDu?=$ur%;%=OnM_*dPwlKq@7^+&Erd_@)7#*0(7d|z#PyvVv24&H&tYQdMF z%3<07n%TZz0_c6Ar2V9GOW4pw&v$?4it_N^Pvibi%6r>(+TV5owHI`DRRJI3GVCby z-JCbqEpJKo<=A_;r<#~fiio%F8X#UYLPEbbOoR!-t7{OM*ngVc;bWmy6o@t}86xN0N*zk&`dG?_mB;Mo?e z;6Ynj7yVrVZ7+_%H|>neY88!EgI)6G5^3bLu`8W!iMinVu~c0#|DW3yiQ5hd+xBOW z)+9UX2DS~$Q&zjm$0T1egIBDLKocHpWaN4Np^S@WCZ^3(#3mL7D{S96s1-cn) zdowxH9YHhWtHi)oIn#|2N&nTt`U#u%Eq+v~)50oG9wpkwpxZ4}h$Q^lexKLf|E>@82e@z4@n2U=E~uiE!_kbZv#P z8n1_`o!j--)9!uht}Y=x2-Sd80HZJC&;CXT$-GPt*CqTB?6?W(BAilsOjPC7lr0rt zMS}S}vVT9{=(ais;n`q3V1uZga=HKvT0I0Q@(L}K&8lOcuMiZiM4~At&=dKKP;`iw z!X^xaa1Q0=X6Ufb?3X`2Eto~^%ujMedw^8}*xRp#LAbo;V?zirOW7wm1QD~&mvATN z3hZs1B*6DhK^i44rhyj|7ozzwx2R(WqJk6c;=kDvr?bj|7axPx^e zD>t3$2Y9h2;@f(L`;Q%dzeFdon&{Ll{rRwZc!dM3gX{KmF5ATH&`|5c6NftUUvVws z&=0(u-_zSaGtYptYMKFV&~33o-|Sl^dhsBS5;5@XVC&v!3)_sLqOCwEb}-q>BIeb%D{Dh zR&)5rJfQ{3kAx@L?4Fk{BTwU^E+#~*gdLywtIs*Q{W}oHb>-Lv>=!%t8^27gH=m+u zPj}FhGed)+Ewo+F(mnop9CX7L{vCGZa~<(GmomsR5TXc4>Pn32Q(?NQEuaK}=4q}f zZ^?p!E*!wxKlNu7j)53g&E4-~$Mw|ug`K;xVoOzJF8ogIw+l#q-TvafBA2$iGl!pJ zy;3-|x^Im3U!r7c{4@wf(IQ0fDr;Xos&SzownlfTWf2rWK{{7RvNzj#N$YWsrw=L; zR-*g+V~Q6@!_9P(PEPym{S|mu`?F|63+EEZBG|gQ#s^!G)Zgujw(BHmISbK$$l-YP zLbGL0YA$BWa3>QSePc8k>aa3@)mEtI7NFk%dRBGgh>%2`l{d;=3Jo<#Fs)Z}&uNIh zDsE2f``KS`wG|_ECRV4f)C7bth$XqWf!?f~wYGt7xFO1JWAv>21UFs7)@0M%5g{K7WnWsc2f>LZ3HMLjXx zKiIr&m(#a-za<@{IoQO?QG^5RFK(Lyo%B1$b+X1EyS_hu8GqB25^eW#iZlwDc7%IT zn&5(oI(tyr8^wn;zNb7>>KWv`sy787d$$FYH)duP@*A1SP#-m9u%>N{K!w*X#To6` z%bnExZOjXN0-z?QkLYV@ugWfmoS^ZJmXH}3AnU*P7#!oa{F=wvzcaxd4%y9qHSotHRpxGujO6RbVNR&3OyTClPS z(Qnos$Goq&{L~lk11#BhE#rup;~73`Id%-jFWaFIACXDwr95ho0n4G+nKN>4J)4va zDw&t9)V3r;qhp!Popj4+wBexh`(l3M3FmJ4^{<#W>JuvozD-NbhTIXG&+!K_Xx3Dv zn_MB~B#L#dpJ5}VW+J=kYhe@-O})G8YL&)0A2CjaMpXrBfTj|re~C^LOVCb$wIR+> zw4LRMeD>30HD@N*LjU_jXA@4m>dOz>>-#)*4_jO;_b>F}1ci-3b{WXR6)Xd!O=9f#{y4=a_{Nw5% z!Z2WKgOnCeF6>nD$s)Opb9DtTeR`xM6qhSbPEhPdZF)D&JQvb2;#7~Z+8yaPGai)Q z9!45g9qcxnNgc_g4rV<&Cs!`sSMVfEV<79{5OpEzaZ!Wty_yRjEuzP(9LhfX9q{RK z1rsx17>O|lPt+g!TD!XWiIe!p(5FH9+lobl7pnGh&+_H0?^S1V*jMKqLZ)EbM{=K^ znry%I{(9sR4_V;Wu9{IoFWY&BUz0d;^xm^vu%nbjB)HVsy?T>n_c#K&F{WoSVfQ7u zTc1LgAS zrBBsRuuR(wRbRXDx`E+CzNq`S^o~4NkzQ@Rv6AS_4?0Alq|u2v`Z240!hSE>1$w-N zz@7n`7Wm=OwX!k4qA(QU4-@)N$<^=62@B;2zGT~K0Du=J=uvrtAgW-;vT zLh-+b!Yb)xIUD~SX2Y(w!VfvrYx%0LYL2S7bmTpH2iNetyfeukWRa=A)=fF~!Dy)` zeDk-Or12QNOhH&8SrDXY@t2NR`Fq^p^10E}@~K?5doZ0lB=9)wrPhs2o`JRdNysq28*u;**rA}%NhldPysJ#}sU)fr&Ne%w12ce=r8v$?D zW(N7G(}!Y2K!*B}{0Z)OeYd4h!57%!lDmZpRmU2)xy*O$Nn)2wxI9~6H$#=K-5BBS zgcLu&kTA-L=0rKlR#wpKD|R?pmSp^SjDTNwDpzc_7XYaa#qElj7+v#ExDeqOVa_dseL)i-)vPAm?#cgFr({At3U zyjo~TWl#oqRL)O+JuKU1w(&w|HgESkZiDBEfGvU}>`d^}z z(3cXIfaWxxp2p$o+G9MN{NlS)XpTI`-t9#Q;jNMoefuYcNBfj)O_KAy$~+t^9gf&4 zqE-4y@uR#5K$ZcC5!1-#UZdUN*QJk7(Wmok#v*l({PUrg4}LlNuEyx&$dwx2h^&6Q zZ1b?qZJ!HRCYv--;CP8NpFba4^7gEa76^eKuTdlG4-@^3fI49m;mr`Z-8|g}R z1mHAoX}WQSs|C+ea9DRbuhi4yp8bmJ^%~Vl>#tytAbbQ)xCxG*{{RS*m{e+v@W3(@ zahbov2PJ7NPe*V70(bm3;LA#)@en=I$BA zv5wzU-0XL#3oaAleh!YjoKOf$=Nti66;859EPBqUv6_yr1w72=6HL^nBJ9pLZ8pJ;V2M8ti6;iNe()m|9l(1WMGQ;JR z6P*cPh)j<=U0ws#x~D4?046juAb15t23a;Gzi(n>xY=crd*WtyG)*lV2@Z&zN;FY% ztSe<(=>|%y`70LQ$~g`;C%1E1V&!&Hzf3bpk-%L!r(7obu&g=9Zv2!nj;7WG-Vs2g z+1KuBgR5S#BQirjEUCU-OiY=IwEoGg`);Wm8R%t|c+Xr)f7L9qg2eCJ2g6hcrRJ7+ zAUYl3&LlH@CcPq+549p)ZvR{vfcPSbh^pAQp(AJ0GYwmP5X$Uz`>d4;+Oxj9%b4Z$v4Qf=O z;`UH55>f%@=yAS$wuVw9=ox2Uw@&uF}ukD}2P>zd156l1&m;a*=z`c9T2gs^kW*f5Dn${Xo|PWE}Rx_DZ_ z-l@Q=O|xtM3IZzj#i2OsoZ{z$ugy6FH6LZ>4~jOy#3INtZ2Jh47Vu75F8t0+oMM3C zp{}o@05~OzO(D3adVC>ezfwg=+?gxs6BR)4`EwBXs=8DRVA^roWfV}aX;c3wYRgS? z9EdVqb3xJ!{f_toJS~(F8^(NlYyHeJW)gXEh{t9|n8-_gncAf&0RRK3==JWY*4do=Bh z6Tv+V(3x?L*GhOZQ6$qVJAb)v#6ZY1!o|p<~r`latzOr>q_o5r1uUl2SW&sbY`g4nyC04^-#a__Mx|tFuk1ix4 zE0o1k^u#i?E)w+Ji_m+ImJC(p-x8H4w=Lu9Am2xheuFx=QCy6UKRKL&ZH?B8XInRP zHWrl%Shh=G-#2AgDaJa!RS2=V39t4rofSms;c_TMdXyG)jlCcYvgtu})S~UKEU(L? zT}fW4B=~%Pj#;y*%6sqg;!Eu+)Fi+)Z<%YICA(GHO;!9y>>b?WF5jPi z+8-LC)~)1V%_4XHu7kmf zso@UV-UtCZT*-*7OG(QdUBnCd|o6G52%T zU94piNH(<#+R0*)i48=};Jf{}D(XH(1s!dy_+r$2CUYm!DpiIldN+b%>TM4GYib@E zleU6yUcMF7+rrzpbe8qe6Bew(&cg{Q7uj~EX|}b^>Twa~t)b8RnS|`O;Gh5r!`5wP z?~h0T`6)$_OkD<<$9ob{xh75#SwcvITwgK~R;pV~+{coW#irnu8Nd<(7;k!@qn9Pl zl%kDIQR5j&q?MLgGRS>J!oCo`De0?ouU8qJLeTMJSx0&0ANQQZ8^ZE}WXl!Z1-t7X z*DU7b!|@3PVL=nD_aX8a?+H$r*9z10r@B9j0FO(xx}L_3Vmh}}XM6cM9VnPdd$s zCF8A;#x%LlANS(+b0zVGzbyq#D={r_s?%E?hw+s0t0-4`A+t=+)c=PJ{JTbQr>h|V z%_b#Gh8~(cL)pS&+BMA@yuu9(OsDU^1(%`izt+}>b(}owEEO^yac5P7%OmMRI3sNk zup5?behb&FFFE?-1iw|ehtzecjkAvKrR^{9%E>F(vedE24aD-rr>_PS5D|oVeS&oh zV1X1kHnv#PjIybX&%OQdWqbDL~Zn5uM^9f z-{ezEi_S~CQ7yrn4j}vdPe^tfRa~mpS3QB%WrzkwSe&Mpx4CImD7y?^fUEx!d_$mq zaK{_m1U$op>I{!C9efp~$1bnFG LHsrge2P6IqG(j6K delta 59268 zcmb@tc|4T=_dh)Li0ot=rEJ-W6cH&eczmhu?1T&* zUDSn`B`mASfpFI zV=f4tQa3|>5ik|KCE7PS@c;{9Ly_Nt(80+>AXNYJ3krfHQvN@`0{z;@6(B-l0$F_@*?g4&EN0-K0e_F|KHF5m;yqV zWI%>Ov~#mnQT+YtUsFMdnT-E_{_ll)xe$1X6T^$)kpGuiA>hLiX#O!C@P92YXa>Pr zlvB4X|L>cDCqePQtoQ%NNdSMXkNW>~5`$u>xfVo`Ov>Y=z1b%ofA8@?T?e~ttTr~B$Bam#Vi z^x18=>e=j?^c?PIe-67Ayp?q+!a2K}`9>DMBC6h*``;A3P-1#AD{uq^(CGR`0g->t zNG}tfz-RFyt=SMBLP^y-cR}qBIk8gVhP1lJ<1?ODM%GtRFnZblKBpZR4U0vyUt35w z$@X~HcH&2h$*>mG1fDz;hEfH?d-WUi3$g}gpm_DKYrcFBflKLLJPa6OzXe=Gud-wF zKKcEEOlrxrkcfu#nemfG&aHDXzK@~(veA?-a1YD{-?!t9&Wl_c4!;s}Zx|BXnv#c4E1f2Sjksc4tE)zHc? z0oW7`oI~iC9M#Hs(jWA>z_o=OBAp1`Unh4e0XG|9=-E6af(_U_-|~6ZXAgq&c@#s7 ze8yJoxGEKfIlN=fh`^0NFY})N>&>Mm5Ug`H%a5enWbCB#O}ndy@DizSLcwS9o5Ss` zsUK=@r|bPJ;Hd{_@Fi_41t>lW%>E@@K;YKXQOv?n$7|-Hynixb3$0WxyFE%bG!Hp7TVw zg-2-{_XzCY%P=CKmqafqKH?X-M-JO2!Ukvt`djo-I)GG;&gzAhn6{UBq0pv`w-KyR zoaDCCJG#G?yy@HrmlC;k2Sm86`(()Z=gqD9^jKkg7+-Z(jdNz?P z^1U!Y2jVor z{OcLy>u`A_Zt7YCu77j*tJLv#-6s9mx3~iCx^Bvycht;b(12xgG_(oxHi#7)8A5$} z8vt_ZX~Y_G-C1+I6cZZvIND;&OcV}OhjmlAm^FVekm5j663*e6BtzaexF^h!KJ zEJ-|t90EfjbkIiJOgx$p+|xLUYMy@`C+GHs_F~cHxan4EYqHAm%~f8mcC|{n?h4Nz zyL$~I@;b!aT)Hg6r{FuyIP9*PxEh(ckAL}Au4O+m+3hKU?&zmnVT{pZ2{Cmn>Gqe@uf zzDZ5BZ$&n6TogchZ@~z~C4Gc_bp=RZ*eSu%oWwtT5c^uwuRruwEvvSoo&->hIjFlAd>!BLke|+VBMRBEG)-kR>c`s*%#B&Dj55mq z>re0y@+&W$$T-%LpR^0!fo~6tGk3>qRO6|1IyGJy( z;3Zc(`;X2_TqWWzo5!ddoph5imJS>hN62dYgLxuJ`YAqDgweM7lh(UbU}$ucXeF);a7Se7W@yyfVVQKBU^O=gyg>ZVDoU=4M_)J9*fc zt43)eN|?1S|Eur~rJSp0CJn~5Zc)&I@ptO3U*RA?@I*b3BpEJ@sf<0EsDj`$svZ?{ z+T9`qyoo|^hC)vPQr$SXA~^T5M9spBu>azE3m7pLAGW!hi{zJmcX&`^7ksGd0whI< zFbz!)a|pW1_1<9O_?4vs1k8`LR7<6&{*QUiD^dXvB*nm=h`LG1u(6eH^5~xj(ms_V z@|{n@-!HS%4O|KQ#-61oh&=NscKf;dAzZ3nFuvL|^_f|!0&ec)ic;4}JPS@MM7c&P zgAz7B8Kc)V6=<7(=D!YX2C}B>!<7cUIiXOSmcu3}E@-p5ol1v{^ue2oXr&LdP<3Jl zRGKriqmM-?Vcrxzdv$b3mhI}N9uJlJ(zE}YH3?@y+v0BV&3(EJ-hrn#MHYALnd1*7pbjHfNAF?1aRIMc1uTqmqszy1c&!D+eyFN-xdZNUX_wb=$pNNH+OzA|z&l=mC9!HWR*bj~vI%3_F8H zWcloILWnuP2FXdlSg}9p{Kg;j+axMlD^pQ)jVRUV@6C->1ZZ z-RZjOWJaYTAIqAmU?v*>KmXg6>K>zw{%cot&3q?uDJ7rQ(5WY>S3smU?}}xlCg=-3 zq$5mgiqreqG|T0OX+Rd^*L%+>jBGh#}8H7SoX+q}i77TO+Kj zvb@VO(L@FvZT?#4OQ~&VCdxkED^Aa?YPaN7KGV%2p!9R1+i@__Mm(R^>Se6p03!U< zD{q-nWl=vuSJ~^nUg&hwO1%M-O+;S0;p42;)@7v6D;fZra>(^}uqK)rf(4vi-u+ZJ zw#}v?bR779Jv}OsBJ%x-568>vLgGbtVK^!F1+T9ZYdMd(y;hP!GyMkG2sHLJk%+E# z%O5M0bw0WNF939cwJY zdx?(yo#kPee$q7wrfwSuvL*x?>GEUCzgEW>%o^jLQIRPQ4Y7XJ=fGI5{fG+eAS3Tl{gS&cx)Jy&<^3VsEHY*cvCiW-ut|pmj4L<;n04fy5ZH|(d8b{x?$@*3XGosu>bns8hs}4M()R?-vGj)uqzEm%V*8;DH zNFBw{mX_U>1*$2h2#X7a=%H;Gm&nB%3PVMpRSRtfKZi~RLU4EC=z+=kVX?LG!*N5N z+~Im+=~oy~sst@^ z!zNw6GU&u#-oINc;ElglgZEvai;fs1HovM^WOeQ%z5f^ORn9fy{az&W6381Z2#E;X zhieAL)`WP@2ij=1b71uZ9|y5c-{r+I8HmAvmpF5oGdeTAiq$mbNE_W3xvK5N}=59V~lksDr1-#n+E=*`?KUBIq8=OGo+4{=ocVM0GoQ^NsT8tddEuxQor8Z=WAw`HasLtz6cF$0Fa^`2tP*Q*o8Jl#^h9ZYf;7rk1zfKU(;lO?9-hhS=bKP=3c znT>m$=*iZMuJB!Mzq2^@dcxqo2^`oi;EafIk!>isWDJWGGEC=qcGq{KhV;QqrU9Wk z@xeBdxVh=v`s(hX{{a)}Df5-EFiiauLD=UmKGKxrWD*|n_8YqobgH1wm>`i7cx_{l zwg=+yTXyytVKac_X&HO`w3&S8t~DzS$bqqpYy@@m0C9AQ0ST)q%l9+!1#EQ2v?F$b z^o;JL=yzhwa`x2Pj*~5#ag33xSEyBL(qGnoe0eS)a1w$GSEVH^w%@Q>Nc^GNQt^Os z#xoBBGrWCLriy;BFeFWeu6ouBm~4PQYQH?2BC%=9kg3wXb^Q{_RblTumSC>MBT5`1YXvq`3@ese#|KD zE(+nhCAm4&Ti@J3K}zbUCVH1FQjnBB1$*yq^m2Y)Bt&i@M}fs$MON@s_e8OgZiP@7 z3X>JU?@u~T$@hFtj(istt8N?tlUG06KX0X~27&2k-V!$<3%WP+jZ_s~$xC;^%Z!yF zGtDg&LQ;YjHe3=w5GCyrEGJg3u3+iF+eVmtr9{#&b;nI!_Of@sTzy)pNfXoA>x(W= z%$MfX*Ma#r8FwD*EXwvm@Cugk0~kLFr#FUxl-F~V8at5L#S`_gtb9eiUfg@4DW=C> zMS~qQ?7mS*JsD2q(r~b}*Sl1AASs_iCeLA#UU)t}{avh9r?cCaJT+$dt~+pJ4GdiX z1Qw~ofStR*U3i|Iz^N)rJW^u(2th(%018n@PHQxJLypiyzN11d#0wJNkl)I3naA8VktuOj>Ty|xt zeJ45Ap!@#M3a%b`WX5Z1;+9ny+wN0R1pbS2XPEy8{#734btx|Nz>2lX;t4Mh=^r=7 z>G0X&CNz`Rcu7*rQdY7IAT9nl_!LbORbPx24~&J{w5>)isnxibJb6UgrV|ym*y1@+ zo9sxmOL~e6t6fodH;SQJ8S>@gWd`@Yas?X(Z4htf2I~Skq`ryVB|?B4IVnp8=^`Lq zAMPYuSa($F(M3&IOv@D^0TFK+FAsv*=WH4~HpTmdnwWEo^pTs`zQxG04dP?Oo6}kt zj%P0|v+ZklMqw^wvXPRr9zMtV7IV}VAh*H$UPC#X<<6xmm7Fd0x7<)th_``K8DQI> zIJ+6om^I>j;q3M2-?H-xZEvB+hNFn~f?-?~n0JD&4_H$h0sD<5OMiL>MIq2zX6{^Q ze;^;>_Jd%!O&qmwiT zZ#R0{2jzfxd+`Ybiu-UNrh*h@3yLI1?*ERg_GYBmGd0K*djXPS0w0yZXO~}qtUsxk zhM3Cz^D5B0)0&+Zh6%K57h&Th$l}_l7e+zbbX~Z;T|vZJToO1p8m=St7_1fg(clUZ zS*x*RFz@6fyR7eDQZ+2uKv=opOEp+Oh>nV9#3xbuEl|n3C33Mw3gI50Jw47Vg;RdaK8QN(~rX#>`jM;b7gRE}C91!+H1m^zj z4Kp9;E}S%=yCkWvzIqaexx0DqchsG(tk%xtTt$gfYeT5MfJL}}`#}1SAZp}hH1R;s z>xF0<367hFAV>Yr{RmDz2FP*MgB#&cU_LeP&#yZbK76_Ow#Oxe;h$f-vo13*d8QQ# z4Q$cML>KcseglPx5oMbeUdIZ~`eaxiQI0i8Pupc;LSrzHr(51~7$5&TEDJ6T z$7jiJP~ohkEnb$+RJK&su}AZh7fQSTc<)W^xu>*etplcppd|)4nydBDQ%&X-C$Z&> z0DSdqO(-aY^lFMP2>7Bf!%bn<;L3lpQTq;4E2lP7`^*UhYcI(ID+rQSg4YkkzCr^CE}0vGD`$LFtp-}sR0J#R=SVnc z5MA(PqayC*TZj-2ECg!B3`Vkqo<)bjGWNy~!#j!JA-LFZ-nFJv{N$r^TI`;de4xP5 zls(YR##>8^9z!wystyvlb%Dx@aG)cwF9l>QGQvH|uXE}5t+_{^v5MAfoqFbG)&J4_ z3ft?2itf^Y$XpzT1jTj9Qnp+6TMIi*p8Iv~YDnCzi%L&vx<`Lt0_X#HD;u%G-|#{K z&emM}pH<)`9%;F^IH?H~#2I?zHl6~`h;<&fxy1sald2hm8{42bBhKye1W=b^ z%G2=rM2>uF6)IZy>8<_SqS+hYINXwbnNf%_I>y#@G7zRwh+h@)@3>RTY#4@gx&>gr6&pZ`B37GZ1vGv5Mepb0^N2Rk<@x+Ck4gv{(-IaY5dHUh%Ku*f z9~CR-cY;j{GZgo2jmX>`O-I!I-g7ET$-3nuYK57w7PUgl?F`=RB=?i9pigs%fVrpH z2TS#?hn@$7nv8d(X4}FRprgOWB3Gs4=XAMB;qilY2lVgm+ZK{`+H)8$bICR#fy<8V z`c}N0py@uaUmaroq7B+IQ*O>d+SyT*pP2gRAyZHkIT{+U>c?~OxyqhIlj0WryTE+a zPb=cwBUxwQc#X?!y5sw9^%8w+1A#C$Of{v6$Wb0qc_CBn$Xzh2n>>yM{%;C3~&p$LiKp5QxOdXV_*4#SE7-LhQe*a^!R-aBN&%H zHySaC#m|1LAXw5}1t563(If!h{<&5+0-GVnUkpGSMRokPJ#S)(fj+}7v>ew)>?j&8?> zs!w9MQ&l%nx@LK0WUGg%w?_4(#`Z+H?PdabX)P|D4Bh*IKT&ghv~o9IXiG6_({}K- z0dusA@7HkCj^i(3^+)NQh_>H~N}3G;J}hqM`L>n1-rg2-_eXYe8=)lzrlN71g__D& zG-aGBYE(TUQ-KprK=UN~?#-mO5~flxToz38d9M(H2nR)Pmf2OHxIysW_%vr@U1U^{ zp);=*skdUg95hC62L4E+U?7~`7V#q~)f#5_lK^*tEXFIK_}X#-u&^&FX|wziC2i!K3A(?A z)@fOgtOYV;jV)?Y0*l1^T0b_UkMN}K?t#{u3w4?i!MEW-$7IMeqn{S?z!a;%%Dmbp zoEhIR!-&qlvfF;JIK0k|b?&1w5m6^YVYE2GjYTsexXdSHKaO|UttB~s z?NG?MC*lrbi*vU$1PrtPdGJ0MVR{8e!+dn%(8xQayi_#B_AN!+og>qzgL)<&-Lsmk z9<7UX$t?2cE@tIS0*^=ro)K1N2_md?qzdv{*b{kX|Io2|=5|X<>N@|J!^AR8mAcna zixqWC;Xd))QZm>5nroEtT&OWtzL}o8T4SJ)tQQm)bqu3~r52bS-GK$|D-QeOa|dj4 zR#&Jwd&Q`zc}ct5iIH+BgwH4|DE@SO86dV7GY}SG#3SGmvxEut`$i$An|)0t)pl$I zod2P(HrDsu0IW3>K}V;kEU@_C6V=P9iGo!EN$BS@vJ2xev?NRpo*ORJx$Fd5{cVN& z3s>E1J%0p&^eCgeejj>=80s0142FT8?+LnAAU?{RJ5&dEvGkiC>ztQpD2l?w>2=EZ zhhlyMAN@-{tTtt*6uNzCM3gvf6OSs$k-w&T1`@wk%=KvIgMGAfNELHgBH!|*;V-x$ zkg6~CGGX&v%dhef4yc*a*&EZtRkmyxrk4)Z3`?qB;KO2Sb4;;y*q!u)hj^UBc6ZF{ zYxNzgvK|ic3}!05F~f*&Dpdms_~Dw#5f)(2?PA98^Ler4?iyi!_Mo<42OkQO6Hy3` zuNi-;RbsIrlhta|L@+d)LN(rx*-T)0UH1|7+kej&8kGaqssr8J+bcQ5=aj@5O62(E ztY_?m;qAlm!)&n2@kR@w$H9;`U$MA#r=6ttq*MUJ-wGG7#(Zrs76C!N4Id>3VDsI> zqm{H}+W5uSht658nP9owPGOEmjF*UcF5k!>kOgZAVHi@n!m@qfEEAN36f7RDOzW?-G>-te!bWy13)LOaFZ=u;FtOAxXURyllt|3q93izoydj)oz}DTsSs_dw%4 z&1$WSdT8}V4lcy_a$IO|I%Zk9saZ$8cR7`OznSr*6ENB@!mK9l`H@UjBn7xSfH4D* zo?l-y>>++lRpvSO%9kan%j^yV+P(L-rbOk#TY?UdQhp9(IZmUQLE?+#6)t^qXX&xI z#<{i@<8Z9-MRbEV!ErD~-*2X;Po^ksO1gdNo#L%MkceAVio)@FLaQ1O7zGi=TmSx# zzH1CHnUhnzSWX5xs&PIwP0c{TS zgl0X#M7F1S{|s`@b=80tdHC_c1SRox;Jv10s#9wq$^Tu*P~+TOz~#V4(i1HanQvHp zG%KUtnY|tdi#ZQJQlL_)0zmZqb#_b#EYd|oQ1y2hv2#66`C{y#Ohe;v4AS;GG^i|G z{yC7nvplzK%}Ojl;2NFANXR0;9a~Ko(hMP*HUh zqg1~>yL)^#n)sP8oQFRwnz@a}zBaO}-S4-Oeb5Chzw-DU^^4-Yw-)t-%cZoH+;Jwq z%U>@SS2K1vD2vZNP35DptzAeRWZheGPD$Z#eBNrBlYoCc8Z-{8In&_N$vP~#_tQ!Y zcpX;dOIfwd{zuw~0jIK%^)%>#DZ^q#`}Z>hSyK3O8)Z?Q4Wu9#{yd?WyZR2HFm|Hb zZ>1DfbXc;{>1nKjhK$X9r=A?Ep)i!~8^TgspwsxB_LoL%4#MO0F9x&fixyM{6e>*! z*rB}$&z<01k7EVNCN-rq+P0A@ctBzuLE(!ZiW{$2Kv3wM8~$=%RsvBwc-yX5Kl7_< z-Rcd;w%E82%#kSFj(POklUg>5EY3JScYj7XBTFpLn9vQCV$Q-vs$E~&Cx;F)A()l! ziuH|r1%V9PWbYC}wgUe4<;NuxTY3oH-U-{B>s&F9UAL5rKi0JK>L?8KYXi6h(U&~L z<;ropo;oAN7V(ssOBL?R+_fil<3h(PyYGp6Z4D1(mKEHDd*qDc(J%LesywDAahr~B zJzhLPnQ*jQa(o;!uo!RX_mlYiYeh*W6|u#5Vo+!F_VJFT<_JNdq$V_3d_QdRya`{6 zUxX5IJv=oWCeI7SIuBTj+y=<0vf##z7)sc2vYIM(M;?WsMH(7a-2&SoCDcfhm@h$a z;~i3d%#XfGo7zbaq<$f*96eITixoRJQYG>6&gME7DPA~BP0T(mck4~9r^ABr=k3(Z z^el&Yw(kri#Cl=ad_@XkTF~;NjGkkWP5zbH`cK9$##HY&GR1ui0AP8Ysct>@-&eC) z*Sg%GGt4r<`^GzOel|fqz0{yLk~7-i;|J|g}&VtFfHp;6q@(VtWO_Cwd( zsU*=C?qlT<$set?Kvb*Q4V9hGqybi*ohd#`*u2fOrC$J`puz3gqBq`g*S9wm*{88= z{FyBjH%OX;zi2%cH=f&>D^6N|4mln3+AO*@HT3zIXmzX_4A@YO} z9_$@}YMet@CQ9jh5hM>BC?E(A%odD&$uBcr&Mv3Ne}3}jJlx~z{++@)@vFpj=);BF zeinlHT2BhIHrIUlyM?}(-!_I+dh>D9`}-BnE;M@v{jG5Y_#ywO;v(~h4+^Qx=!^$j zDjzTf$}Q|^Z+lN~@UNKB3A54GO{7yzVA zoNHp+z#_lWE>(}ua7`Dhl2L}jrsNY0KR;c;c?!B;cW*U`Ww+ZZyuWS{FqD@uT0i~b zV4yhYX^&5hrO*~PzV+NI39Bu-B0`?t;-!iMLyo%KzGvnWHnHVo#eu5oOu}!U9zP+@ z&R76_g~2%v$y}LfR+BlmW#3Cu67&IyRPTs#MwNaIMUL=biAj<==A<7Mz_RwIO1w$O zWO1=GQv-T(93-$`M7$Q`n(TK#X{ErI5w2Qz2aM3FWI;2-BmtPT(4bl0K%5u*wz)_A zBU?mRz6-*{qr2WrsCPa)(%|B;&(Tk{p~?q$wgMx))Q+wE3J!uk3{|JA9sy0l4?C&n zgx>`)DbH2}?La)0(_&TA3^7r0-m67*K|N0D%c=Mn$&1JeDmI(Ni*94-_p zn=<<+tQx2BtLf!zME~AK{2c&T4PRytyekY+i9u0vOQm9yKc54zop4^m**9Ui5*G4l$4n zgkdiYR>4H~%=;36;Wbd9Svxmq{P}4w)a&2^9jV?x6M@|+9H_@gHq74H{PJS{l^KGG zfIA0lE+hHe4YAVnC+ijP^|7+6Sl$#1*2>paT8f;4XdtHfTN0t;OQZiGV3{jU63OMT~*<5V)-|D57)pen3lD)t7 zXWBffFwiKE5mW+>Jrhd#;T{RpNSCOR-yRU;vLXEeO4*1GAG1fRi*(ggvygS}%oHm* zFrHeycl9iqyrw?8&QcQZ?`R6)%E^#!)?l88*277LorVb9-OCQ))0Cx^4%-!Wx&|a_UX3=#F|DZ zD8Ye+Lj|*9Scgf5tI<3@8t!myF&Em3F{Bf`e+TZ|f1Jm_Sk(g#%v`FgR zTD@kvaR2gz?!;MpkUH)>8I;o^aqZuWgBm|5MCA!lB^(*sPS3Bll32eCRNC{CXo;O~ zuBS;JZNv$9Rak#CtprTjzqU1O9ylz$$;{O;CP!GQOBtV!Q~f+|$KB7KR*t_$PeM?w#4QniV%AHl}>vb96j> z2Zkeb@I@UG!Y*q{xjbNfQ%U1ff-u$3J71?PiG;w7BUC`<3_R_&6aOs3ZN?D}h22-{ zD7-k6YMY@>%vIYYkr6!;#MoENJ<1n`5=-ZR9-q-7JN<8}L{>tYsw0PO;NBJ)@phs4 z$3BhkMK4yv|55y;KY|7jWDkRNssxZLU*6#3t%U0cAkO|@anTsZxU0~LFOl(#QqnxK6wJY zVL{kRQ>hyYTqMa_(py3{Cmh;@_}F@n69u{_Fr9{-I|ugXns}^+=&X(`0=_IgBP6am z_>o>*mC5^}9dyANJ+^~k&2jYjjzy0a3)ay9_<)Qt|GwLpu1Qe9h1C^|b>)VF9})c2%bd2;jn3=BCo_s2R7z%)HuBkuq>!)0~<(-v}X@Yn>LY zgW!Oh%qY%i=+P5IrMWr55k2;-7|*VPJpR%{gY|tWGlVT>f6dBdg1CQ@=DX~NE225T zmcTuzgZ3Lc(!h?0%5!kua(z`fjxX2Bj2w+9b;rvGvVv&9%38kA56C_m`04B2tG7Yr zwdJtC=Hz0@deQ~OojljU=jD8<90KpSsln0A3ZLS ztV+oDRAIK|{v3giIKSAKO@l_<&09#&LB}nKYbeY#J>aQrhvJ-V`LFnq4%4kq_hk6} zuu#~k%qrVLdo3*J-gyyZjW!zRlPDB-rrOateFRW5My}-I-)f!g*Rwus{czo!R@U>y z_bu((wN7?)2{sPz23miSFn`x$@!BR5lKA@d+zrLxxpldK-%IfaQP!RJY8TopB=cD%J7Kip0-j_gyC|q4zsRR-0!u_PI1vZkCI0ontB?xvIwI0 z$7izkqn;O7VJj;zCR-QscoriIj09T<_I7( zENl-&r#$M6-#c#^2q57UFtdj_=K{)O>D&M4N?c!Auc9UW!F;|_w>_#zLy+AOxy{+f zH05o-)Sc!$z^trqA3y~j*^B)3ivs(B-EhWs%extG{?M39nXEa9Kjnv|EVE~60J4Sx z3y!?T@})W+*{=Fzr#Vgv{iempT9}(A;PVCI@2y%}#%=ZRDIAGdX_r7tn(d}BQcZiX zTJH=tAJ-SiNJ=~nc=#$k70KKq?YQm>^HGEBr}oP4N=vCiUoI~dv@LGGVGB@|Dyl14 zX+Cibvf0yz_C%uHUR4@!yI%Dn<}qW$z0H$*kNls=9cx!8RJ)$=*C(oI$nfZS+vwNVKu?i|TrT3GSSm$=(`IidB*f zXX5S1q~t@8zvUKZp(5zTn!QzW@W0i4Z=fgmg1LUDQ> zMR~YO(=wjqBqe1H{?IW{gVO1IAsQlnrPuV>7n~yB?cHhz@c?Py{jPv_QY&1dJ-XiC&UX2zci3|Gwq~26l(i5_Vr{fnRPO!Vu?7@DfiMu}&}c zORm%>0^P1BeS3qd>;ZF$iwwl&;GY8zf8P9L)-54+(biS>)92pQf!X}5P?A?skqDf_t4;?~ zDQok5TB+e9txOx`i1y@079>)9EvnFwA}x6CCJzcn&PmIm$C3(q!uYa=C9}6^!Vvom zfO*(8Dq`xauETzS(dqcl!FdX>Z(Fkiwbo`px}L9nM3-thP)^FWr#$$YyHPr9zN?*yi$B_=er(z{_ot0c}ASKvzI82t8&m15|3q)MHa>4tek(_1#4)^aAf98 zPULRZ2s%oSbvLkr%)5o`Ewoj%wqygy4xmUxne^`jhHezBxO>k%gZV?{zYHv7KTour zzv>@|JI)NVyXsbzzUV!0Ht5;Nd)$nAk4h3ah1vJ9^{#F!+gA^b&p9)X_sV`ux)=y+d z#*JkZs7Hc*m@e$1z0nahvXoKAYWjD;!9;=c(B7}T$^4AmB!aCC*cYTd<0B8wfs4i(H~{K-p2LWTT!S!&z?J7N0VMc{I20Y=&EP0h-X*|(DM zw(|J;IoGY7`_Az+HHDi=5aIMbR`ae5` zAaAx#ZJLVv5rzIETNlVq9=Ti)^u$7WL9N*3kQ^s9>z}d0yY2vUZP<>L+t|=7^b1n z9m$W2JKUt=z27_G!nY2k25-w7RPu`d3|=4mNH9cUdK|ON_0A)hYKMC1TuJ1j6WwB; zbUd!h6Kyq{6*8Y27NmXHaU`d>e(Rg+n$hsf#{T6S2NMe=LB^1~NkL40q(<;2h|Qxu zXDH4rS{neeP?)#!X2|UXp>zY??yN?b8Fy>F&+YyFFbML;g)VY%lGK;AQu{^7$dfFv zn0Q?^qI(WLJf9dpQw7P)T9C z*5`VOc3a&hvJx0iJ@7AE4wD*x>fFO|b%^Gt51@ZXJcr?F6DjoD7|M@y8Jwc)QBblF z#(3f1{SGlax%2+LX{S!_PQkW+o_A5P(#y@*^y{eMDVK@vO+fh6P}TDdp+mJUw;>rf ze+y)mnC4I@F6N@@vBU3Alhf&p84A-gJ8-7-rZKauOToO->N=K|rtv-$*V^YCr|*{0RK_-20} zmdL!MQ1|MFa^9!r+9y%@#)6G%0gVz;7+S5XVlS26FOtcr7x7?EiE-&$YTCJZN zH~+3r5n#d>Q)OYfP>ItRd1nw0OdG@p$TssKS&==)dY6uygc#99`sAw5d);!V>$W*Z1%u@ z*U#QKK%yWN%o>@oCAyaG2UzQ(U%%Rt zyQxu#Vb*~>Y~FJ>cUo8=a=SBM-dEQ#!A{4Qr{taMo@!s0@QSIHKQMVgQUy6OVZ`r8 zO4tuB|A3>$o$UUSAe)H5S`-ZoV^^_3JJ~L>y7~cUoHs_bQsBe~dDlRXgu+W~Lqa3n zWdI_d2LvYX^dsrax09BsYl=;(L_+7lWl{xjFseGyK5<{{M7*CUpW+49H4vmb#jPqA zaQV?%qm)geJ=dXcTz>7)%)Prb*trwcl`Z)3yuJrL&d=N7d(psd9aS*RN*#ZnOW!>+ z@3!~ixyMvsZfS{AJ~K++3yRZgP#nM-Ma1jnC$01?auPs-&igXZu+bq5kr4EiwYlRC z6_)dH6H{>G$G4^0_`X`9A5Y?-;EO*G)`AL0ZRAhhKHm+P1nVgOM|Mjghl!ka^5dOU9QzbXQo7;E*U|-O$INy z5rVf3E{fWHbuGl@5~V(D;nR{a z7<2GQ04Z>IWBjQ)PE{=o7}S?O_;H^KwpH&Wc{x~MFni}6PGwne5`-82o!{BM$8#m@ zVTu9k3tO4@;QVy=(7?G7U%Scf9(DBUi0}c(W8IgMb6$E^*h6kSL>$%FIC*H=yA)*z<2Ac zzS#==+wR)LVJGAg&9|t{UIFgGb2af zW~4bkHw$Y+(~TxM^O7C{p>#LxMA?|S?my=t^AkQ5`Omr!VR#Ov(^n7?ZYH1ue2J+Sc(6qIr_a^Ah$ajP0lbwS zj&nv>T@MQvcUW_Cf5ANxAh)KaW<*XZ4zT#N0WB8-V9n4-BShM&=UVlm`{j|ONBw3m z>JFq&bRD&~qk3!Ykp)(&tTk>WrGZ>Qq|0NWKM%|5A2f`z6P+8Z9SSs^%dB5NoHAl4 zMBZ)sUj24+uOh$NsRdcmba`v|eOSpTu^!j7-Ocyu!4dLzeb{Dtbx?fJT-xXr>dHGT zT{Gw@A z{Su;1DAs)+ddNt-akC`6_~{kRXg9ENW6F5$Z%tz$w`*D)^__)seVSQhGR3R z&=#L|8&|!k5b>Z?XVq#Tu_=3QJR<=1GQ)QgkQeZhh2SnYnH_gQMBv7kU73dqV-y3W zlU+;mwln)1v}~$DYpDs;F4heDMl0v}^Zwp4DJ$eWi=@?wa*XzG6Tb<8`D$%Y;+`2R z{m`o#)PTNhX$vBvWvm5{a_IX&N%FU3^Y}`}SiKa#)$B^#p8)7qQ1-Qv%Hdi!u_NHo z-qR_M0ldkk-JJF7MQLK0{>y3OzNA?kIc$)oz^12;B2P8jI&)zA+rW8}OQjEi2g(A( z&^l1#l)Kol!sX98V$iQ7;<6yP`gP*y`S|-+Mq1q32*aEfjb>B8yv|L5=)V~guB zJ-@!7qkY=?umai_Ymwsedb#FZ-Lmof3ETP#z11k$x&CO_slMpy-Lo!_9lUZF4Th|rI zz~nTjYTqy?j_-8Vl2c&?LVB-+3$h?5(J_Ej_HJC-1DIVRVRdi0GH9)@1Zd!zX+pJO z+Y-M44(SL*^)DOesBur?5cz5K@3IZG41Zl#sF)vTu6?vH_&`wBI@?!_Ih{8Y+SXW9 zDh!~{&X9sxDpXLbX6ZAPm-&h`R>RjK-ib?EZ-CO;?DrJ7B*JAE> zYEmm^39knvFC3qHz|q*2$2B&z0TAaY)czw*S8&N6(QBp2HopcBhyzT}`Ky;f!@@p{ z?j`B92&`VZem^k1%fH9`tx7#~kmi@04{*6Wq1cQPM9|LKU+U%HGej z&L@_=K?k=BFW%Vp=0HB0o%`y~Mgc@Gs?$9|u~$g!jYSre1hZn#pBT;I21YdIwoaS~IGJ`Et-e|==8X5WorwXrIH!8k{`h5=^?nW&@nELhcvi*{N6QV4Z72l zQVi3_3k8^ySQXG^&-Hm+%Bs*HIDVbx9|Izdsp=d3wq8&oW#lNZDK3`@XDLW`XVRpf zU9&~D7@o@HZp)RRL=L_z+pAperAIu?r4Zyl%c2lwWcMZNqjp1rCVq!#f-zgX;rV@b z9#GQ?ci-qgOZKOd<+Im=c~I`Np5v;WpXffA-AoO`(|(I5Gj{(B1*+zePu{8?vN4d} zgQB^GM42`tMUCrts+|9obgxIaI<}vgPHb?7 zGWoj*PW4!7ho?+C=6wCpV)Jl#HjvV0?Z^AhyQ5uo?oCK*za7A4G(&{V=ZxoP?J(^E z^~DTp{j(ll-eUas0jce_Zas$pDsV_)#2*QcG}3_q^Cd_VjGBX!@4HGz2aCCKHx!EO zWfWLRRGpNBMet>wBmeIQZ>HK4ONATy)(lf4%*Nu=m?wU(i!W>`6Gg)m)wnykl)-_! z>9;ZWF8IEV2erMt44u;&`Ihh(ohA9oGq1{rF;Jh<|w_;^C+ zSOl1K(>Ht*qX!nE1^EPiL;`*qif6V>V1eeeeqTGz=nx;Y-SW_DW%(KT;x_Vg$#Z3l zuLqz)`lDMteFVR~iuu{vPIH^Vbun=e5$kciM0GacY0UmUyi3++{E`4TR_F&dl&Jza zY-9mq`jg*n51oE|x>o`#D??Upjm{3aGEAxvDM;^>A1}N(?awS2vEG3Y*||Y?-?gXE zP=Fq=UnKorUU44p>+v6($dUAMRDQtg(PhKi!=Bz ztctp?WodMaj&ww1AxR!?Ub0D7PEUf(&j8>un+x)5sx4Vd0@Gy5Iq0(76t#FI^!(dl z=Kb$ABbKQd@Z6Et1h?%EK@g<3hus5jEff}Yg$<%VlXnC#09-U@lJ}xNyM1PPoH8Jv zbJJiqHMiQ0!6vda!<_x5(fL? zzh_N?>?=Ob(k-WwPahdHG{3v~HAGu8%M1VVvh&JL3Z5dg`K?5CKCzM_5_T2aL#3d_ z+CD(7=>>zJmW|s)ryXJoUl5?<8AT(UciylHTLMH=tr`y2INJg(z1V8gw*dPB0PMIW z`X%D9L^j!gBJhYUj;VwXciMLw z0cOH`X0%}IS7^G-WY(~gA`XUmnsGW72eLdEpCqA?B(6cU_Nt=VL`g0L$ynXl`(q3F zKpG^~J;W?vUxD|~Loul*t8bp5nL#iR)WDfPyaEC!Hpud*1CKR{%FdGal)tr)%?%4T z23f1i$Ahp{q8%eJLS8nM)lYQ^B_!L<2SUs@**l)@L8hDXn}qW#o~H%8QD}|u1}L#F zxevKN-bV83{`2(Va@yx2LB;clYQU}pF(NQ@5*OWqKADh_peO4w4wN7HW)J2Y?cB6T zdKnhHK9G{;{=qL2ci_sAb}uPbYMYxA0}3uS9R)f?jHg1ERlj3TOC1+#!0S^iR2tIQ zq$EJ^UO~}uDT-&kzxpVPuLvOd@G({V&DXNoq3TrYA#Pq$`z|~fn!y5w{9)K@>K+_W zhjhdDObc@^SJ}jiL2J}1YeAo6wu$t^w4@g$o2H|$K>cXeztXWmmi9qi#G-7^IbIo) zH?M>)7|!cqgAndtJzS7NarlG(BMrIooGBd;_#CEjF}@*F+r7ejIuPjbu?&*apknav zKE}NXyLxCWC)+vp3U*EW!KPogXR?g>GkMk!)1sk`QHR|XemBH#>dgZ&XwfhHb<$0l z1BQD6=Qb4O<2H2@bzZk1Wyfw~orMDPpuo9jgrpd}WT`$=op)lvVeby_e1GbCJmMo@F z$8tWG$Q7kv1Faj@G@}yCJHLaGt73+OF@8S-B0kB$oxD6!!*&QEY`a;q8zpwr0ayty ztgXcdmMjXE$+8e-74OJRR_Ryhmeoe})uH0I4J*|&-{#-m0X0LZ`O{uHkPQ#4KNK(4 zdkC4{So3l(hB^M!jhjm+YTU}^SFK?RaNiTC+nUd%h57k^!g?OwW#+eMwp%OJzA;=} zDq?vzZs07}|9#mf8St1drIKM`SCiIs(|1|>z>Lj=n`%mTe^MJfrq+uH|I#Aob#8u= zuF0^iGk-5d!Czl=FQ>hE)&Iw+p8rOY_H)#Yjmb~`#V|=}ag36m6ZiSX=?Hwy`)p12 zdF}D`0^LvAE6cEp7$Qu>w6U3lGX08j<4J@?Tff9%MN?qR`?HDqJ8{?QlU(8fi3CYz zL4ylzPgQQ{R;1hdY#>Y^7lhA%)`YE31U0QSZNUoYo{OseeCI6hNDv zXeS&a0ec2=7@IB9@gHL-Jq5H1tQP8|N&K|^v^onB?(wsQmuT^lK+2P5Jy~4nQef1p zWZ7I2@F=)}8H~Vzip+ha$F|w0+prj93)C8_HxA4ktB(xyE0pBiumHYBS;2yte4+Ta z2nMw@q7xzp)o?Mr+V~}it)y>$4{E0#b0s%ua=9PgaptB5E+4^yz zYu$90S_@<0!|z{DNjRlJbn9=(=qh`37**egpz;%coA$L}S42qaETqTl zZF+mN_`Ms7;tyXk0`!1sx|{Q^&bEdGbvhrGq9%)?X*6q?7y_jTZ$MWZ6gddx=Fawc z1a9c)3CdzvuL~{c!zgGW6)9}){9P;Q?ZVgg*B)<)7WI0(^}er8&?*}gfR;Ww^`>#*2zDDJ=ZXAg?IHW|2Qg~i4b zPpWT7GJn|e5#Jg;F?&1ZpoEUU5)~>w_(U7!r#*{UfkFV=H~>ldu2@IW8oV}V2BXZ` zzm5|rU>0FkAi|@#bP2Y^>4|7jHBu<|m`}cQd9jN6*VwSA-iF*!q>q0ZUM=|o)!8=5 zk^@V=f!$E0No3Qc9Hcz3l}uS*@}STiV1C&A@<;BVnCnQ;F@f~Zfk7e~Y^Zn1dc^SZ zTiOWs!1Pkl&LiToyvEuDP|`S|X~Wz~y0brClAPghiviJVHeH+u&z^vYnFvKGw`F;dvu zn_fd2A_q)ym4`4f{|XTnp9AHPCq3hh{v`6fUd@k;dINmuY*z5$Qw54>(ct8|+pj78 zptkRmQ+VKpjzOkljdt2>=}XS+kI-}u0D-t-f0&c4A{=vI$Jkzqxn=)ut=!oe-ce`A zPV!M|HD}iJVhcDGXMBug!>n)7M;NKkU4N5q*|mC8$+9Z{?)~p{KJ?A<8=R)PdgKcm z_`c=}!aawcS8LrdACuVb_GK+?a~W^_?Cu$6@qP~8z#HeLzsk7n#m$9-r2A4@DwxhE zZP75(K#?=6Zu|PxeIIT!zp$r{C0jKa=9$F>@oiB^5uM2!&$MPT!~K(Gd|{0w#AfUx zkiIXf-(+2D0B~@FZfoK(KHPL!-laEkTUSfn>Ul}x%IMo$YunFz*H|(sLxW|AqD12A zsTOch*QG2eBd$L~$0Jd^TOw;T0qbgMM3_J5-Zv3~jVhZ7&v!oLSqkJB+6JJIjm5%U z3;3l}?wI~ks)=>{%j)13?9oP15OTtuS3ojB%I)KFKLuKilTT3`1UDUGAfI0)_lF0I z*;a1v=6M%w14sG4K&@TERNbZuY=P%w7|U65pWn?36?h5dv@Xf}>N!_l9J7D}VH%`e zx#U0!O_F9H-sPii{_t6;cb44Y0wD%e?C*n9ZMzwp2gAtwVikqiLQD~Zg^sA^^n(HW zt{b{+E(D>@AGthtT@+hy*tdFkIX%{;4ZgY6|E-75gic;K0`O{x&>qYBIH*U1`&w7E z_FR3Y<6g~&`7{if)G6glUG326v@*DgUwa}Si`J-@9a?>gPXul8cXpD@gzg`vIiJmi z;h>zoU_a;lfYsbscBp%oFSA-SzDHlkhi%>1tQ|zVLI3w8te?0kjd5VM8|m8&mt@Su;sjQV)7y@^QD41f1>t;U8)dC45J2twGU)pl z)7Rhr^xP;_qDyQSTnYSR6qn92)H%n;tX$})a^=I1e}b`?$L8dKZ`M`E4Qsnza+rSL z9%BCf9)8hlBl@++edR&GlWUr={9R#yE_^g-ntTVDKPq0P43D&bP|2saT>s!+Z?xPyr4R8{>t%&Rv^8{!^a-(sUQZnuia?T z`aQ;{KRW63+wNuTYcXgxz+{L6{EB?NtesHUB}hF1? z!Joz3MwoZmYTR8TkHn;;RC^)yQHRop1e;C zOn+f9|7??ngX(kE+r$r{%G>qao}yk3by_#FWfL;+*6_VgIB-y1wzm3LEcNqV2% zc-9vGc~0YZ8q{6P#J7*nwy0Y2IOpv(ThGdbLLSZE!c&!Kh3)j8BeNov(_{xZWfpA` z>=u1LTs(_!3Fz}o)v@NxH4)cVb%(X`toe;mvDy>rRXdI<#<2N*s&;&fScsH6C7Kp} z0WgQVylCE3^uQni2h{f5ppvv z!#tmoLMOXNPJw_L-!%I<53QQ?S2FL{rXQ4gSM6r+dsA6HUb8bw8&zGs82*6iJ^$?C z{pEKjOf-CP?WJ5KBKACHTJC|v#g6W{Sk0B>M_%JUFXqnK`)ZueRp$bX00W5!7z^9EV@ZHv_2(UI*CJ~bTct@i$X4aKUPxWXJbBF{Ia{z;MHq;@ zg~~AccGDGL=61D+FuvsPK+0K3oB#!*RJfD@dgESPntK_I!UKg1@URmnuz;H7d+Vq~ zH2U)>?uf|DAYKO@T?;3MFwTG?(W^2931O7HSKX4pN)KB&rVl4#F{z2F7P^0%s`SNY zac|2{ntolx+cmv5%h3##=KVRbN}olt>^4{DqW;E}^~U7?tJN;7j-8@_H)t zql)k|M7smlUKK!#w6H%vN7dfrc8PYD{gghOE~X_ziB?vJWJ5=pgI@#M`=d(?#vs8(*28~h?G}b@TPfSXP4gUzfIUsPO^5?Wc zc%8UD8Vh5W8|<=h8#eJ4o1e4t_ZQVf!Xl>vM$=ki;zgZKZNlh>T^fVXAoE<&l{Ua`=_7+NUIL11$m}dS1F|(qZ{9x>xq2 zBwR<&ug3BZ&4{1}l{zd+Os^hsfAsAr)$qY$flvuPW}B{EiTL8tCmjW?^PUS{^CyI; zA+-#}i(apL_?OxIz{6IK(clq0&Qt9R*}2~;m0ypj2Oi{wUH_bYAaoTS;)u9A&)aG$ zv4xMFV;2iTGGV^NwRd5W3uqXCG^}p1y&(h8DNK91_opk+<14F%-;gAi$*xLM@Pwv> zx}eHgXOhXreagiTb2DoD^X{5E-by0XT2vhm;(IMw7m-n1D1&zV=9#4(0`*jOn-QiH-;8N;eb;9VO+p@L;A16))_Xy+?R1u6a_O zZ??oUNrkn3Gxpg{HiaNF$T;8--zK3HRU;d2VZx1;H+%=wOi z?7L0xqwbKKYxqqn%_Xlut#?KLzB9kbFWAp8DlcdB%uDnO#4Z9?AHqGM zJBn0kI1*)?QXwgGqw%vWcN=szU~uk(w%I0JXffPm1sXyKrI;)2RttaM`sJ`U!t+#Vnzxx&_; zkAvRDL$ya*>}O}i}&#Va5NYH$CPQSwuPsf?JV4yC01 zGa|VXchTX2d1iSKW&-;=5Q9MXpnw*7x;Q<3YKH{*_o2n83)*nEE%_<(KTkw$JMU0I z97QpWIH&C)(=h)Ce&Jr86uI+lI3Y%4;)@*Zp(*Se7vV}}E#5a+M(Z>337Nba z>*KM8Ak~o^d5~l&M3xDXCa_`$G=BT~>QL87sur-nc+3RbQGZ^)NMgfWhI;)XupD>V z)SQQgH8%(uDsxoix2M}0ep0AL%m-V;|6}J(gZ3@GqbDeXF=1-{G{IDpWG9UyeqJ++ zvex#R>*1UrG!i1nNHu3Z7rrZERHZ7`^C4Rv`7BN4w0|s+zyChw+c$7u^Ghj;-#*Eb zic{M}QhGsm5_)b3y8DHbN*XEPpyooRv;ueHbC}=?F1EIL6o-_uF7Li};=pDGoNo~Q z;dmuSJZ}4A+dCXu?QIl<{L_zAC@X($Dm_!RHrLk|j)MZ64gm2a1Ng2#0PiV{jPyYe zGVFMkAnQtyBwN3?NZ0U#kWV;b0$$~^Ljz6#nlbOUF`WH|4)b||q3)#E7DnvA*j8vX z?!H1-_)KKCHSdNi-c?Y4xx|gFyVzH$d>UF?PO8D)Z7E}ueRtgvH8e;KbldToW)+)MYhP8Oer;*umB?t7RG5p%i1wGHxlDOi?vLSp;ovk%~G8z z;$s%S-LENFjLFWIikUvOX{%&094IJEC=vj<%pbnkxfvnY#`Gl==`KDhDZ+GmO!mw3 z-0+E0W9t#1ZZqYPSGW4rbutj+_hc=&xs{JE{7;>Xq?=#>!|%$i7>=#0D|d^Mr?Q59 zj|-~}W(pD4o?1@cqYyfn^x~TgDnumh(;z~AP%QG6#*i)nw%piaXwKcgTXA+UEu5|y zCUYbWyErgFoYf(&2?{@a|WL$|DbZqcRZ1sB(in`qK45o(Czz zRMskI?_gbSVmCadKc9bnp@#T5kF;8-3f5i>6$RtMr(E1#g2PQQyh^;mCRJ+1u z=RR4^+kUJ5hruQTu!sO^fy6e3mEDvFL$KRE7;7A83TJ$L?$(s|tnw1q?DMO2wNxQf z1XklbtYc#t#SE;vnjLi2y>%LuUS+%aH#s@vU0i{CntwcCRxAtAw$g=9i5BBumoK>v zWQa7OyFi<;X;%tm;P0s&r%;h(rMAx~qQ%7ffU?d|bXEVEBFvUk9OvW^%tS*xk>4sKQZ>gmfl zaHL~nu0z-od-8dJeKysbg?KDIyw&y(mLPw}dWm-b_3eZV$YZXCVKU3B ztD3}o2{yi75DgY$5eFl=Kals$m`yWnG`?R*;Z+Z*lc$WZJUr~yq5OG&+PQA1bAB8U zf;gRi0oLNX+0=8}+jJ$N<_FLv?JMie-$mOeK;b&A4!d`Zhka^%-*3qhgyK}`iJ7aF zOt*+^PMf*On0 zUw*qh7k}<2mG1<|gX2JA`o7ggc1FkI%UNY4$kPWQs|IKY$zY~ntR8(GM#%VUS2&hZrKr$HL=)CfS%;>>45DyR zW1pjRnWb}Tr=5+6)bJpEYTfbQDD4k4652jGRnFTfm8LWXM|ZN)or4U>W*kkKe(zFi z=QHHvcW-`p3f-{Sw!^)sYls>Z!W(%F2jbL;bm`)OEkY^BqsyXqtyoh1dvY&RpHvX6 z&TxJv(%bU=@aP!?N_4vStp{cRK>YLAAH69W4hGVjaSAn))#Ifi5MUA9`j1d7dds~)IMt8TDs{-z9c%?B;)i27zpj@lGeh2pE80)XW zb=6gh%`Rg3-$#gUdv$?y8LfB~L@qVQ_Lb6TZG8B0WzCyQIUpQp>I%b`_U)>kB0bDC zip*MY^Nd3Rw{ya{`B$nLSfypc_x)z4?!6-KUHlrrXmYAt6J4%9NVV@DPZ3Fx4B0T7 z?hnKm`*nT1T?xayi?Hj`KM<2=ha6!RkM=ADP7mrdQn=;Az7B2fZTH*$M96BKvXZZ@ z!>QhvNr*e;Fia{4AKl#{fS6`^V>5723;L1#v!W7F0BMkq19@@Tf&lre=gUStUjRX! z0pPBT1O%`JE7VZQo(6MEzc^PNT919FB7$q55zssh<2~UJ;I0|=85RcOLE5*2#i0Dh zdHyN;dHNWl2bC((bxsdUn&wT1^Y2;PM(!tzMubNU?9DAx)*M!ps2eEUn%t^ZIvts! z+Kt?oT*X~FnXYrXcH6Kq1>|;ikw+Vbe^%(M(F3r$(3ScQOQy#n$I(NBqAmoI`U)WJT#&|DHMX6!(2McunF(X!$zNOx-~58S zoaKrmEd{e2dDKeh`Si~7O2I6Tl|X^2{sg4J0)kL$_`~u0pt=jL>k8p~?q1{|X#jir zQgPnqo5|*oDLH@SO8qZK9tRp!e5>RKm@`X7_iMkdjGQXGyQTF{(rc3N&>jbe_#k)7 z^DIkTC0KeYHW=uBBV_#S8^pjRZ|cJLnrIMUrh$Yu#XS!NFIKkR5nQYc0Z_&B!RGXT zs4>1F1H~N)GrAMHef;g*Z??VCJ65GW!=99olo;CU6d21WY(k1|1yW>Ebuj(P>xSY7 zy3LwkznZeWwTe&Q)lYP|fN%}P_Ie6u9E5Fv6oF71&{fdt8ClR=e|#UEFXsbv3NU$iJ>nYSA9SZ{i~5a z^c=c-=siL-H96dSKNlT4Hsf<4jm%=MczH1fULenCj!dDE2Rrwo6T==wj=)uk0tu<{P?BSPPdbYQ)@cd=^n>R7Hp;+zXW^)%!?-EtJP-p9HD7N}T z>NxyXOO`k^ZtjOghmHb#R;#<^%WLGDOR!TPKHxTv{58WX^jOQ`M3KV_3OMrQQEc#p z2M6p-1yoz{c2t;ap>7;pYcAo#Ic9Zv@e1vmsnksiASOcnb zakKQ?2&ZzwZu}!}T<8Y3zG(s`n^g;yGP`;=FphUJl6>Wv<6vynK1>6+FjEUIl zmf(A+7!+hj5d>Qca9?_PF!jlx+s7iCg^uB!r$eBM8Y@`>-4?(=DD6P<1pgVkco;8gV}fH&rHbm%yP7IlTTbNf*e-F`=B-#Z z=TEXoq8$%Fz1d$J3|A~M1zKHf1K`ao+y!$4Bne}$P?g^Cr>_!B2b3_2n67(pw)%)Y zFX;6~5+H(eZ-fX^Np%%_zOm*?A*XU28sA*CWX@G#Nt zJK4h=y-9YD%Ke)4LrY6t`}r-YyYT|Kri%%0{wzv2Zukdkw(WE~lwdX5TGHE1r3bUx zOLMKKKXg8`bWpp7yB~ZY6ZYZ)RCiz+=Iqz~_08Cczml!voAVLG4O_EE`j^#xSv@^u zXygKsuDlkz)xz|*mR$Wy*5Y=VGA73l!%MaB?akyp!kzHvP2vjh`XW0m$f#|gaQ}b? z9Nm4t^CwH4q{qH--Adi~C6Mt;ePm(j=Eg=w2tvO&-A~J3*vYuI<>-_Mruq1}*|NWF zL9|=O&-+AMe|}BN&Qf+->RKcbG2M1AuD9M3I6ggM&j4BK4S#Z$ z?EkbU*_qA}g9`e_;gap+e#;t`h9gUH6ssLjySY0>{ltBIsH+ zw48XwaG`$)Q4%r3l`v(v&Dy2%401k;5WP!?GHcTewdx2?vDuIa)v+93NRqzI8FRJX zsjki;CyG1fs9Tim8qXH^)@#j%vbSQkg1I#qq*=W$6)7iBDOQ0u6!KSPLQdt zZBFNlB0sD|PDF+M*$Z$z&4*n&9l1|LJIuHv{HxgSZ&<;f8Pm9#Qh;e>iJE;VFur`B5l}`?1w6Pej5>sm$2pZ0=?vHlEE) zTu3nYU3&Y3H@42eWP}7lzTei~l&v6%YtvU(waDoj^IfauR`MJ(QjTnrex3eQz3{eS z*=yuzWoIpG?OcHO{fmd1|{)^h9_nSi>Bfo)sE!6buo9^2<2^3xBelw zJq~``>zv^ic%*WP*rO5e_AX)>*hP{97U_L?-gG8&_In3YG38W(!Yt`FeDs%7GE@Z} zOm4Q2QK!OWaUkRi4~bBfkzMy>Z z=*Qivm8aE~_T!qN-T>xw%V^ifwqosUi77#l_yWZkWd4k4p*V zK^C!==^xEPbK6!ej0*ndzZpTwe_W{Gl0Nt!@fIMaj0e3qetYL;{W2iOH7gauwkw6XKsWQRi@5Ru|+02S^ z&Q=gU8W^zTn1HqDEPfZTUG;Ig_qv{G`t21+y|3s$!O$yb&b6#1L6Zuu{k~RNXfcY| z0qdjr+h*;@zMA0(5r3*f@gxdm`ZK;Ii;wG?S{WS4R^163jP-9gm#6+#jx?jha5tBy zN1J&~D6$@BOF(RSaK4Fo=j!nX-Jd}Ie}5-Q4`4SHT(t?W<(%+AzF*D^t5X6!Pv61j#`knYvN4)orT2u*`-20N zcu#wTm7qG4?$3OD#stS!PaPsb@}SB05MHde+{vfk7sh@OdARX|i0<1)$&kL^QQ_Mj zJWwo)`-G#v9)cF4eidRoHfzuB8LRaTwtW4-U!`S4M1JxVA}HZ)8L2s6h=>nw2#53B z0?I@0tYHc^X-%8On`jCHW81H>hmmPLq**wq%A%;?26Ft`dQN`D`(#v5ae~$DmOWqk z7Ub3rP*vjm);oI*a^G%@$h_r#km=kmXyx&t{>JhKe+;gzCvN&gpLHg+*MC}z(#!WZfMIyRpJJd^)W$q}S42_iA)I1tmW z&Eur){cCxD`sR7qT4!mgf{;ZyI4IhnsU#+2b)6i|8mHY@_XuB#1;jEk?IQTT>}n${ zc5cgPde(nEGqawR8adogy-i;9{Iv3fg<~J1Cj)_sPj7qKocZEhELIu3pO)`QZ|A(K zgo}xyreOOOv)s44tg&q}I^Xd);NIf*1OlbASe?06u7DbYt3U|*0=Fj%5Tu*;H%`I0 z0fGN$@5)I~B-Dld4km2%;9=(dY8c(+8)kGLlq0_>z-Nf7ron;!!oosAuXpdF8 z6HfZg`Pt3?WGK$f#n0Wk`@>((?TY6h9X+HVUQ54LM8~FYW65NhAsIW9`LJiM#1IwT z==yCLyRg!p3KuzZ8jdg$$V(T0pvS|nR*F*eBM$@@=zB-CY2}!&Rdz85TV?Mn{a15DN*PZ4>)973K;ch8{-Q&oL``T z?#9bN2VGk|eXze{sk(P0Ur&j9U@^B%%R^5gP%_&#!GlPm7wGyWf>VG)#6b-fP!w1wa;YP$m89@bgVF=)v}b2$hS?y?w4ys^flH+hF9V>=qs* zKW@}nU7XQNUiVQ#pNd_{J8{fI&YWd{+TR~yl7U_+`rR|~5OU+OJky{$imd~-TA?-Y zAqhNF=np9RVP{*d`;ce1I*|>%FI>aZR9w!zh$lT^&bVFCK=ApoWKrLEc@iU}E>u%y z?)FFVQNuS%!^K};;dZBpwI5wQfr9QQa2s0?2Bo@X-^XqZBms}tet3vbnNS+`F$(KV z^H%Ov1R_(7zcLVPXE2xEfE%0A?-Y6i?Amc5Q!2Fk3a~MvS}1l059R7=f2~hl=%IEo z7fi<2_pj=ewSpti+XhWROb=)`0;`-w&)iL@=eD|XjWQ@tr?>yVCbqu(cV4wAbSuGA zr;Y=L6C0b(K4`n9%s_%L zi0G@@=<1W}|7!;bbmW&vOKV)#-r(EKsZB8n@i_je)(_SULN4}s;L3tGL_GJZb#%K~ zzeU&b)ci&Ft$?p~Z;_Jdw{UZBNhj12OM@H#r=M(*KaH zqIEDAFf*)Wc4iV?Ew2rv_W$YeDIYw?e`h=W;CHbwBs%iU>*d?2t5SdBzTETPxpQ)u zj5r6vQVf97vF}8Qt{4^&MeA_FE3EG>%>I9!i?2Kk{&E5H5plcHE6HuKY6a%44(*ZqFg6~5WuAJji`J=c>#cU|xlytBW>`HdsU%hP^tPO+si;`d=bKdj z+l0&ZE`+AFxu4P|f4!MiO)eSgZwkwR5J-X7|rNnVyy^rtff?f>&97$lN<#>(F z-kpEMf2*0E*XY`y3)~K^_2ge5YSD(tR(RwLMa`4Ios%(?+HV&F%cjiC=bOKqF4kIJb1-*4 zcJJX}zQN6`aDx~cy$ySxYg1Q$;fu79=&j$~kl~(5Qusj5_1f~rlAz=gx!Od)w9UwK zduV=rfnS}CpEc}70kj%+CbK8QpHWG6T4z35&z$m*7_|vYQ6YjWGo8^X zYQfqbrYAaD^~JO$6TQoA`uc>9Kpy9x4@V=h1cRRo>~t63e&F*cMOnMwo_pyno1Vx= zDT4bPSgv8bOlPUDvTK>nKe^zrK(qo5<65W39hy8+JPw?HKGcZ>DQlwzMolzl>qYNA zh=xsyyF{X%xH8%`Azf!Jhr2`8>b^Y6DJCOjgqS=P-~Z#*d7lwwTj&c)rZb&cihNzxAPOncTDi?u zIuW!hK{&+!{oKF{4k3f1KeJ8SQG^vi*IGJ<8sgAhr7KaNR~lZxFS?)C&4fP`wzPI% zs`P2i6jv^I0ZU5I%~jzou9BuxnOsQ#HDm@4%q!F9vEDgOu->t}mU z?|x_79G*w{aoth-NDL8$kYp_R`+np%2%cg+W7w`ApHpe^%<7nL@QoMST~xr-rarz- z^zSb#AxL?)XX-oeWRJ#Bs=^+d$C#?#B(>=%2OFUHP9olR=sjUZ9wKS1D@?Dq>>-t+ z@b&?wmH|rbyL~(u8W{4g`94sSAI>+(HC2MHcYELD;W2o$KvIBgFmT!b9YzfeCvjV9 z&KEBj<-Hmsi2eOLift@Ev5-bl%Y`$8@t;M5fv=OFqj7yXh`48=-I3g`kBXb210&f$ zbYffYR%2L$A8I}4rG`=#GwVSKYldWGZ*w_G1;O+GX9PHSBq}qLuhVSbF8>+6NS$r$ z)JLU=e@D^>d-Uvtd2V&gKH*@j*+7W*-|Fx_WSk6HwSHOeT*myZ0>oom>V|z1130Z|vpj<{N{-IBB zRkb7Y5Sqh|)FEY8C-3vQaeSm(a*DW8qha(Q@4xm6{t-7rpx@B=@nci<(5nylFd{km zkccug-3DS-!SES|RpwRbdoDq!z`M3wwHS$9(Tw(p3fdsFMN8*{4Q~RdQ-zWyK1MG5{5aXJX8?c9y{eaPXAJv-d9vD)Rc~^E_r+I z``Brn;MoQXjY;nlMEUapEb|~@@6%>q2)bTGgc=GZqp$kk(Z(U5O$?&TI9M7!Po1r1 zX8vHc5&gq6GNi2ZD_O-#S@l*lBoOn+V8s+!S!t&p{ItmY} zMi-c*nU+&SclA#nMcg$O$LGMZ+!BORL-o6)I~3vl0-trH-j4V`SS5YKp% z9jvq`w@aXuGjI07LL@@c<*RczUd87pvDYP+L6*htBI8UPb{ooN4y|ikUF^Aityd^n zWY6b@bH)9;D51C8%tT|vkXPfOK)sbkQTSVlJ2}-q-s{p?jMJbQpe1KZ^H0tj&@l(g zVS$>Qnklk7>rKBGDGInpvUB;u=4`L3z2}PjxwksJlp^hMtn@IHK`&Bcelt|~CfV1? z2j5{ENo)E1`xufMjlc-BsOF<5VMyZdcrm8cC#Eey3jgv>nK#mJVb4!{ftPEi$VgOT zgi5-jVbiB{PR13+oLFZ9^*8j;pPE|pBhl~CbiC3PLHy+-^J#`_Bs6?v5W|J-&7&V) zM`31yG7QvEZPSMm*Dogn`|q~lDa#vRP*^yX%X6&zR4L|9htI(yj7CBzQgA1f!@^y_ zoHvl~`?VMdCsvnBD^lU;dZtsaHIcSBYx;-&TUS}#jvnI*LMhEM1^yp9qkdP7J~<&W zpA)K->-Ebx7$z6tGnxnm2A`x{WQ`17&Dz6dNG;u;8>{d=+_fxB=_#$Y_ zOB;HB#f2lb$gpAhP-Mt0GVsNMx`epYIRE=l!0_r6H?iU%o zJ}#HW-5R;RaIssNR*CTmRg&K3RRkDCt{*r1s1AZu^4}1NUA;0gYlW=N(<5zYDkZ0Vk$59--C0 z?Zvk|vO?$SIY=T^vni9!R{vQ>3;D9%mo~M_ck6qvGLw2j2OVC|r;uJj8zfg(nt1%i zk~qp1F@2Pv{@~O{WYB3i%5vLamQ(vTQY&WxmnB7j z4P#pZM)Xd4v+Z1Fs-WF(e=49q-b~Q3@1)|!T4)E|raPsKC|PP!oKCIXG4IY-y0RJ! z51$ImrtjLG-lMJB+hPLru6{RDr<)QNW$(*i+3fn%_>k)nHEh4_FSbQnt5!1pb5F_d zbGur%8y;_8=>IOZJ9&B6htWS(&YsSF_W>?gi{NK;uDn?H@KBSRS7QzoU7m)cEfm`4 zG#f&_;M41P&VnE7>cBQNwG(O*6NFc~qnyGvJ z@PEh5Ro!e-8e!K**5w56GLRBx$kPqlNo-1RzMYWx{(Zb6t|9CxJp1?28B?bFp5u;x zfc=gmgut;Zl~5NP(yeIu=FllM=GU5x(6#`mGcB@ReJ08m*m#Wk^w`n`B@lP*7ja23845R1; z*bp1Oz-w^v2N~hv(nFPFkPRyEBB(${E=%CAAFP5q`3aw)xJMCx{fvIsAq1Z-OEfdhFlLJ_-N?*>Oo z+;`=IOJD9|W(e8?hfME3H;^OAuZwQlF$t*A15{h@0Qb}_o25)UKRl(dxEM^#ExUEt zFOvsvovLBE41-snk1l_C!hY#wDoHS;s3##@O5T>M7b)sqpZxOAMZ&9RZIgja516%#g`O zTP+5^54%~nD`Bk5!+d4@L~`wm9ZP&JS2a-*Ui&g?AT z!dk^gWjso9w>!}H$lt557hzueDL&j^o@n5ZTHyNj^*uANy-9qz`T@Flmwt$kK!zSF zr>ZZ>XsY}z*S+e4iFg>AF0<$64!H1I&;nXWI)cW5u+<#=Lf1*p%jNyg`$L`NSD+`S z)3plGwcTU6l83inIMIsQueC{5T?mfJEyWE9(#e9pA`X>MSr5MpdXRfkwSB|U{p`GU*l?=M zbi9o?;TIL*zLAgd+=4Or^E>qQVc{;de2W2<*YIV5*N=qZ^@OpheInNCoc=#dePviw z-S_rmAf=!nAYBrYA{_%th|)E5Nh94b#8CkODJ7*HknWD5M7n0^2I-+|=z0&&T84PWUo zLe!slm_F%TiL#R^WuT+)l-w1;0YaMz#uWRoI!BBL{{MYz!AYL-P8H7=72ou5qs@O? zc%A4rDmIW1Dyz1(_L2}d5cS-4dOt&cCysWVd1^G zG)Ebj;yATLk2RavkrIF!((xsCqx=6*Ep5-$ z(ye*wyhjbH4pna5+$dLEPgcyhpdk)~)a#@oQ?FQrgJX=YHDyC!@zfgoK&NUe0$-#PHJ$UT@6JnM{$n3sO57m)JpW^1?s2 z3~tllHF!m#OuvE9*0jupezxwz$w1Hmp)A-Q?_mvqt1@HScN z1p{7&V8^>XTxk^a~#e;7~KI#n*pAUcE$56pGmqfhZ}wr=(|m}2t4RP%rSVqAh8CRd7?VIq_JR7YCX*V>(2hv-S0kgc)t*U~;yBWbX&t(6&F4pCaT>sGggmQV# z`!|ICTO+*yQw^*5hYa1LgxT0HBiuwTpVG$CURrvjl|vkU&ke&@fcIv4gd{h|;bjoG zy&1H@!3Psv0JnR`(%6`EMQkt#^utIYPPY0>EkpB`n%Lm;L;iP&=%ncmPckW$=-*0v z*(0ztOr-yuEpNCkZ$9YJP;(}lQRDLn>!6vx5QBAQkhPV4*@9bZ4YF?4rFy$Z=y%-!YD<>&(rg3y?27!0hD@VRQPuKI z9eY{_t?lX+C*UWpu9Kw_QfMnG2uX@mpI_Z0mW8bNT1<89WXT}8vxiMD1k-|N0D9VS z@#j6So$TkZ&I@^2HCC+ z#Y%+-xok|U3h7Ia8!Jn=?HgIb3z?Z7E!QwT5hmP{4WpoYXmpnfrvdv#KAq znacrVn9Rz_cb+j*5eM|lXY^0J04+SYB~S62@2PH~vt0?6;?L9E6~+tQI#aH#-|`1( z4diW@Go{cGwjV&;owehF)wnyThpV*pIRHCOJF2!>#`!=_KBh!c{P$yvjYhI@v>Aa& zuI!Bbh@fz${J_~v;`p@;Ia7nZLR2M(+jX9QzG(`L>--;?v!Be~;uG-%z)ofQx<7l8 zrmN$S1@I!8g8wrVe&kR+EaEpcp2BzjEl}63kBwf{N8`ltIgU1w<8BHMhZGvuh9*?V zG(eFQ)?%Qpy?=7efibIA)W)Q1$3KLT?$Uw((BTmq4ngJfRJ^DJvZ43AJr>D_JIi3d zh?gQ>p}hnZH{(36ny~lwR3<4sNeiirJfhkw6Y|_rX^cFcDjnHtQcYJ_rzk^lC6W9h zR5-UkGXD7^YFhFNo%^Y%WEW&)am1jliZ~6dnzsXJ0t_Gbusi{RL>|F54f$;kK74n- z=EJyFcg(a9`CCX;@6w43KoPz=3QC*LVsY zW_=J%lq1vWq;8NVJ6&bW6})?R6&msVfV^B6?L`e%kB z6-qQQj1H&4VNyBL@!1HqbbC=?{? zoTQq6dAv6AM@0{@Rhktr|?l!!{n-TmGb((}~ghah(}~OWn2k3BSC;uuFQ_cHH7Z*UzKYDSZOUxFX(lU|Z`gJ;KrBCMD-u83z#SmB6xz6(Gz22=? zZ4`A)nkE9lAJT9nx!sAE{tz}~C}F)qZzb0UHByptF(=<&NX3GzRl%;7M-Xwaa6p{n zG*B~Mw_!GB9b%}SUz9ia-69%29LJm0abRdUdq9<6_HId2cNa5QG6aEbip%w9k`3@` zUbcF@r2F>oy57IZr~6deIVwi#v7ahN>ItG!29UM>B4fT%cN+clxy(8iy-0Wq@8&fY z9$6RIytpfQibv{7J$FJ2_yGNfU;C-VUM{9y2=5^{)P{zJ914?#-U=rlRtS$!52q#QE5AE&ZUS z)gT&%luvscuO7nc#||>Ojf7{7SleHK`G0?isL8V3FVW9o={NgG7%)=}mssYuY?MH5 z%jujot$15OQ)_m-zLkmqyhpoxnz`TXQ6?zDx<_$=F=niIG>2baR1hWhX5vDoUiS=><&#sV zK%54mQVv4fDwc<~s`?yZ4-Gp89*b^RaNN;znr%~EZV$i(b}hICe!foV2{V1w z{OlICWU;|#y(}jOnrovP+wRl-07TXsq2%3f0_I1hAlR7I?!|?7c>LzrKQX|Oh(!@! zazra&92lIbEny>Zzm>)eEiPk{yEGa##21cn;PG*<$BK=zC9&|WD+%G*fzL`}3jz#x zat(46lA;=cW8bwjt)aZ8q)CxnubGmIS`7ja6qV#_!hZ8Xa{ zQ)FAz)Qdk~?8wj)MAx~ z_rq&V)wB;A=iD>YI72rCKElB2lIEc!9cJ8OmX zdOD0rQw;b6DV7>Qb9{(Vw!8to3WbqupYD(yzj#ovgyl4YZV1eK{KGr`2)>j&0L+Q_ z7y`FbW(o<$TTIt4RQ2+lkGBl(Bg?}3(rmM9oAjwPSLc6AJ+q`46P5Pa;Z*`_<2TJ8 zQHud>;0Yh_RR_75R`i6@(w<1j)zl=cvg;fZ;JN6aOph@mQ`!>+1%Uawx6)uCJ?oE> zZxAQ^eyQ+vx2Qug5pDQt#c&^NdJ zLnIPyhg)K&p!%^%9;}KCeJxs*Dou80fw?E4u zIfbcMh)alI`a1)}zs0=P?OtE*4w~}8d#dB2Z^OyX`SIao-k^0BQ-ib~8?;`Y8y)yE zHpT{b`X_;4rz(9v#Xz*gO0oSfNia3aIaKu&#L@{-Q4O_r<5zw5XIHNdE@EsURP|9q z=BIjL09TVDF!mu)Oba;|o$dx!LpUHbG{h$!Q;Y@E4{I<4Hu0rVaBh61Q{$UpcpT*2 zJnwcNF)75}pvGSF4Kqa__~aa*%*Pb8n2ZByl7biedJ}VAUE<+1eBhMFX(&kg>N%c~ zo&NigL1dATQV=OEeLqC2#Q7GRZuaxi5}-SFZtjPYi1%_0lIp$%YG1tdm0CU9>ao!e zWgEbBV)~BgJ+;)SiyrFE`X(zO`U1j+Y**Y;S&(WB=DfM8wS6>@iS!OhHvnJE?$4emmNL zREK~W{`>INh$J%EwtUoq$)^3(_k&i3$^BD;sow~n!3ehFTw^_?b)d41pW-T^As-}+ zID5`7-UgdyYP+O|8DZaT-ujEaHDp{BjFcww&4H-sJEg&CUXiJ)Xmj~^MILWIe294D zKwihS7OwcaU+P%z9;NRbnE~nCA;Ic=HEbo|R~kS2-@m&VU^wEPh!`Iv#eB z2)@2xgQde5DE?8?UyBE!T-x1xET^pdk-z=F=IHM7W>aIonm1;($efRM%Q=+~Pkzw* z%5L#gUVvK(EUj05VBHi!yI(%sfsZMCGX&)gkZb3}1nlyD5h?ctywV#V29ZRE2uW3J z$c8?I85%@QAgD#*tCpWEphAu~4aNnsH@k?91Mxk&!MA%U1;;1OHdyvZBZ%^FKGz zV9Z@Q%!SSqFn+U@T26;rY6cbh#YTrP1Cr>|@+YV~@mtjJRdZJ7T1)qBrSzgXLF==M zGG!2}79`o=K)jE%`VHaFd@TkBpdEJX$6$>oSIzcLk9!hN^Pt_%kE+LBZ|bFYetys0WO)m{vkF*pM$G9*Pw z_HnooJVdBRu>Z)G$zc~y_mI!@7%|zR8M=T}0X8JNBwB~D!Dj^zWFeEr?S_g@n2I!3 z`BzGLN3G8!LEhTO7r`ZZ<@0Mu-uicElGg=TgG%06Id+{UAOIaMGiI8tA3+q>1P|FyYCN zGV3Q$F6xKvw`V?(q5AL*-E9I;a~1J>g`Oz*sErTF2#!Vo+3TV84v_|e`A>-z15xrn z*hQ6s(it(HR)pKs(zW=oRlL?`Btn&+ltMC5i#{41qsc#9ytz@e4XbOL+b*sa9knWg z_?rE+c)vh~$}cPC_A`wV z6TfaPE?N>GS0^}c+E;X$>#=zC9s@?{+7(Q=A~N;LAx5i5yU8ipJ=t8u*hJlWFSwUE zo$#00U2gR3Pja)W$x$wQT8@tR0jV&1u9O;up?kff&SRTLUf>+eA-6zcEgl6DhLM=0alR$wEl!|N17B2u>Sgxb(K4E+0_)gq0u zh8J^P4>w0p$9*8L|GClT1RT#VsZk{LtUCew8CSi|*4_{(0ZO>ULM4%MyW|qYV7<~{ z{SbD=ajzmz8B|ie8ft;A(0nV9uBi}NM+9+Qef^)8042{dDY5gg(A$!C3pllJ(oB

;J_pyU~*j8oZHu9Zo1@%X4;o~nJam!+yyNVlQU*MS?M}? zetApxxSzRWPO!JA9o4N-JGTXIdh`nD{3$w?W2yL$Br=U8YD7|*CN@F_JW1J7|GUx# z@G*?XgPbmxLkwkA?y2JWny&InExAM>4fYG|y>?xZ%4I-7!<1b=gO1;;N*ubj1Dmqb zSY7o$eRg({9amFF{)lDg#Lp&AAcqJ`6>T8j@Ooo*hKgv(HX*F4qT z7fdX`P)NyeOdW=-PK7IaG2~g>fxZ!K4zlgzF zVu`&m_thUig$5Nr(wg21~nV@8>En$Ud_Du8g|&iPoZ;$ zk9ePuc218uSvy#mEB0)r~CHYCXlgrO07ZQq<){?1pBAXFM%$k#z?9$6=pHSx0~NaGMN4ApI%Y%M?9 zqL3Tj*l+n2TJfh^KBW4Ir@?!ON_b+^Fl&p!?8d>5h62Wa;H!k^Kky(r-@7CucW#@* zSwh9G5+qE&fxy<;nC!q{P9O}R2h&2p-gsUSYO(aDzEjp$Cg2j0jIIN+!+UJt9&1bH ziC))Y@;zG1jU+if@ntc^wuW_;(z7Z?+*Gx1K%jEJc5m~$@zrpuj8lB%)BvZ9$)b3r z-KJ9FW$;-op~QSKOj(9)03*=tqDLdA^cHW6UAXb+?$-B;cmgh0VC9UJnKMo@(hKQh z+_>B)jxZ%HR1d&|a=r}AC%Hef>(Wfy?@(pAa%;iOep#(!8@hEh!mx7N!0pjX^vsX+ zB+KZrW00#_TbmW!;%1R*Bc@ay(Bc&CPxSJ_v_6;XC%@#x2O@nnoNUKKv^O<3p|f_! z)YS1gV@$~T04`pDqltT5re?DFODo|Mu$Cu2Yn*TJ6l2MiRhOEBT%`OC(*QdK(uRJ= zUsOaeKZ^CG2j43Gr~-SuM4{|h9?v>+sF)vlAxv_UywD3Q3;Rc^d+n;}Fw;@;^*4a9 z_%7K_-y#H7*Oq^AT zIp{67s`7_aq9^1*HacJPn_%1~^Dqe8LS(X`^I~QoE5B_eL0e764zJ$tJFM7T9?6no z9V>P1yo|ysguY{cf$-I>Y%5AO5VucS{zY7dK*=l16K?SsoL0M4#S`ciuS=-1KOY^( zY^(u%c^6OQzcuF)3SmiB1RfJB)1F9a^AcY0ecgY2JeQXMz9_^lFyvIXcHy)%{91Vo z{-RL+Jp{AVM2yJV&NK&fi0AG50miewO;VyStRXVZa1?P-V!H>JXX9irksTKXmd?Y9 zR}-w50MNtX)soI44d)>jy*9d5ns_b%fD|~3XsWIt9%Od4&{ovcU` zz*@ZD7aVnZF=2{~>Xe9g&Xj5ezh0x=FDs~LG?5bz#&0YTh<67uEu}a3YbUHIhOyd1 z^~mhV7JgPYQxW_R$%S;&L8m~>B5A{cbIC^;ZjS5+v}i4jncz%#bOq17_ISg-2@_)@4TTY<1w3Zwr&pHRD8b*@e&l<%>MWxKy z8#Z``YhIg5wf@HUdpTkW1GH+KCOPYb&ZohW?rs|gTEhh7PC%UCp%X0TM^=FxHu$oxJ}`4a)4w?%yKt{zd$y{mh{K!xQMV(z)N;`>Xj#yQ!yk3qC})%){6mg5TZy8z02tT<7|qAwiSyy&6x z1P{*YmwkOQgJQ>N7+3Q9ip(N{@$VE9eW|nJxWL}|xOFFkBEpFff370-z0S0nu_vhc z!6rd5vUv0S&$4fhN+p`%FlE;LbEB=u+X=tb$jQ%u^N5#@#(BKVAjfaz zlf9;UOZnn4j0)$S{#0(3^5{# zq(`8R9-Gqo$V6(cU`drTFU)_UTcYSeb{CY)(1`JfFrs@VhE_9-O^|u>E(eW{^cj@s zu+9u1jKihQW*;-GAdC%j`9&xq{Hwufqq(H-j-;xoDv|#`Ajmm*;vlIU%S%eEZS zwSm}k4u2lq!!Q$N z?PKX(64QsI_EJ~9Zqr6M5Lp{`ID3A;EC}2chG<_`h-%YqoL2kB78Gtw(>a++JzX z1ggHQa(m=&?4)SZo^1V~l~g6`lRK~0Qwx6w)%UQOV7IYarWEua0ZR1dQI(ha)s`N{ z>4xz^@l+2W+G??)SEvsZ5{m}g;|JJWsO-u{9+}I|0r$zp|J<4$omA`+^iowDdRfil5f4UYvM^E)7I?kZBE0UQa6=6)yZH z1sdlg+zjPrYG346A8jeZ#ZoLX&%SoUjV0~zLy1X&XX%diRqogOEWs+^`l)8zd^#Lr z30KC$op05~4vZZ(npSV%beu|osF${A?T?W$Nfc#>$yb0Y`dzS^_BWJdqpwk{@77# zGfM8yWTW@yTK!ZmT+9)+Obx&WBqoNj3NR!xKs)7yP7rdJD7@|~N~AjJvetki$%1?C zZR!8WnAqukL?s({#!z6nIjZXhj-kNM2i}39(Yn%MYU6`KJ5Da!tYKXyLcdC=mk|tv zG#~l+h^Lxbw>#*L)t9@iAG=#@r*dEleDgWZaNw(cw~4pj@WQKYx(ySZ=Jb~xXX+|I zSQTVJ&{P{#xU$Ozm+tVxg%Hr}hIGw}fmeW}H?nMfXTy3eZKQTCy=*;`I2^DRfBTGq zR$Q#LJR7OGAiKM-i{9(I?iguL*dE$Hu&$0hU-^;g8%&GWTK2RIwP+JHLlIdBvHlX{ z&+A4rGFlEPEKL@5;v%rc_?03#lzr#U5C+Q=W?H6;H1DhJCQ89C`$nm6?TTAM+31UD zceQ2MVo$4Kh0jL3)3at`{s0F;bReQaK5YvHJ)cS{Ujvi-Eu9G(%k5Pq|I2j=xDEJ0 zT!Sq9!?zS*J~IO&(MN4fdarD*y@#Orm!gF^U`f=7+c4r_$ERrJhy0Wp;j*&U-v}Ls zD0R;6zV+Dt5acH&M~sl!W_d^7@~O4Qq*@ti1Fv2KK#*Mw#Ipu9cV!B9RTu?ElP58) zlG+RxyW~$QYQQ~g`*0HljH|5qpcVs5wXorniL=yA{_y4G+@2@M!O>Yw1KanhO z%g3%3x0L~=d**PDSxz||Nc9rYju7ZKXXM|`CeB!WuwL)bZhcy}HC)1S%24>xh!nDT zDh)^}+g8sk)=p(vrOgOVh-7wmJr1`@;5WGi>Xce{-MRNEDJU!Pndd7}i_>b!rgBgU z3BAbelZJ!CEQEOB(bKcq&b8R+FnA#xwtJUUI$IO@Yq!8|4?2HE> zl3Te6Nvf^nxlcM6cV>tOgt=>E!2XCh{RL`ECJd7dz6QyQ35G}ciJbtAHO`b(l9>-PyKAE^9*D{4FLw-1r{C_A7Wi{0ICivZG z`<~>vL)rfd*8}=`fi|m2=Ce~v=B1%TtFBjtXBNvens6JP1uIuSQbZC@mDnoCIU>0N zDpOb`9YEs7s?Eq@1;%@OQ@rX96un{xi~g<{wGvV=Dj+zIL3Gya2qmIZ+ySXK!yAL| z_4ntPM8!qYT$G?nP&2KIFKo6RhCbVbx4=VP!<>jBjtNs0S%$!3Ls%`_Lw6)kRv)j; zeE$F`@0+eYi0d>eX{L>iiVBrg!VZO`FUk^H_koso(yV69G9p<0Hy@2tp6)lnO4oE0 zcZfSBf7!q-$@U_K*dFID19sv9i+A-x%!fJpbiU(RKm_hFi08!+UpjI8@T-!Sm0Z zRx6p&6UoyyW8-YeHr0>tO~0tVLBw&Y7G9LU{~GQ_4esTTIo^aa1(kF>NLHrv%#x@y z{l50}UT9nD2}m+DiTH&~dzUR2-&Y-M3dyNBb)Bxj=qQ5Hr3Ai+W}z-FWZPdyg#eg1 z94smZJI*erTBO2ziqZ`6A)?>-7ydkytBvJ;bd49pM5`krHWuq6kZm%wz9NwtIQxyH z!`esofMvGyjjlZz^+3;``y%XIvw^9xHdL!^i&oLK`0f3YdB3NNMe;Oo_G^>xTB`X* zR-Jp`=eYq;BqA+mEE76O_xTC*j1q{}`E$7dQkQC3ZSQs>KP$pIeYuf zU4L(EYuq{0d}Y*_hZ4T%bg@_@c(3zfjUX06Dgy)v9hHrUq>A zS4_gPHMas%b+!d)GTuZQ3mOuv|M~@y=E<_$1>GjQ*aWxVX_}Y^R-Ki3M7=OZhF$Vq z&eAG$5F;fWK)bkwfpG)q?Kb1iNeuX8yr1OU*xZYe+!t zfo8tDtf@+>?O6;*ebd>3yoR|XV=2PLHGD-?U>rAH(X8*EXt#&>&a; z=sU$#76Cs{`t4fN6`Qz~H10Um51??r8#+*RZM*%0q#@6Jtaw|BwqL6A6h|g^y85=; zX-$eD3)Lt{^$o7yOAb5;zT;0FCF%As`034t<#j4aD&IAGBpHE~HXfZlnUr0IhSJGV zC`vEis6Aiz2J=!-i%wxX7*1*(KMs>OprH#cdObAgp3_b_mbO(dXbUXXj!EtuoDs(e zCQqvh*5=z{TdB?Wv=f6)(eiHPlqH)5)OGUh=7QEjRJoIbThGkKVm+Q%##Ax5w%3ms z+Sg^*2@N7N55XD~G-S6HeKm}~>DP!6pGy+3aW&V1YGAd$KRC9~unZ{Y?QsqwvQi3Zo=)TtUD1*K}D&YZdz#h5BvUVI|l!P93SGB z3?d06EG$XW4LpE3zSN~HanZ<)aO4u4NEeJ6N*w*FiyE0$TP>}>_)SzB-wOwV&Vfv^ z*y!vI&0L0>Jx>yt$a%a8kFxt}&A&Cw&>U+a;7q%qh_<`75cIwNbAb~^Rg$~Wv2}Z` zh#UkL%bO$=(0;K&Mt|><-G|)?9X<|EfXLnB5d8~0B9NVD(n~s}|DhAIEcFtxL*+v= zcO$YTG)a@e6#Aa{s+&*n*4a?_mjqwWDaEu#R&^&SW9tiE>g4@;50yo4r8Y)3QUeA3 zxR&v|W1hr0&XM~X=n1iKf-k5==nn*KtK9SUa@69FyR=%gmR_%7taQVimsTvbb+qby zMlc{frx_RZiOSFT{DD(I-O2H*Rhaqm$BzfT!> z6LY_<0iGRvNsr?stUA~IG)mMw`{}p?XWJNaF;4t0?5bY_Qd9UfURIuGJSr|q%5&Un z54;N}Q+gWrD`2y+wU^^*>FkiznDWRfsH-L~B}bV!D;@V6Kmvs%Rhs22AyaToo(DIX1z9>P90 z*)C@J-{6{9i8;?J%t)wa_+sp}!%;%X3Ft!%r3u>o1o|Tc7HS?Cz&&775CV z0X%z>g`s`oBC~yXw+onj^jjbc3wC6i3Gu9glxrXZcn#YmW1 zrW&~&hOXifQVxx$RQETM@tcDkda$S#%acxURP})hE}+GZvvm_%?v;V5pU9^j87ApK z0fNL(o>bit5|~&P`Eg&Sf%?(w`^tv_r=aN@1NxzVuZ#a{MI@=k28+OsPnd?5WCk?@ z@CCaLvOB(UC+JHJmPE28=0D*MFx(BGK{S<8ChOPvOh=6KiyF#l;y@6GG;#?g4i5n) zrn&kQ;qn72-+|}T={p`JlnB3ls*XjsE=|>{2uXBX50s+mG5~d8xee+l(Yfo|m~pr0 z9h!L%JlrIs6r6@i2Z!{wrbr)#yzVu#uuiQyx3}xOg`rWQ;JZ}*`UZEXP~QTp*Rv9x zYhM+P|CGjoHKXCgKh^LfXRj?_9T#e!_fUzZU-;Pm8B9KId$|V>-ccW>8XRu3JWK1X z4*K+80EI*>kyO;{Huha0MBidaYe^^D5+sWt``6Wh{}A@Rs2!Y0&~STa$TW?|Z?E5L zZ=s<1g13o#B!TU&=>Yukw1`r`?6>6(5Xn2l`jgkxkd;;{#2oGb4sg)0-E#p9k*%vo zuWocmqZ2Ye{fX|_k35YJXBk}EvWzw5a`g72sH;lbYAKm=>3q-%?iBIzg)py)=0xsY z9kkOY%m7JyfTAqOZRT7~aWZDHZoQ|lqisq$fg^M6EYYo>)!&7ToZeFXmKd00ynLaN zzGtW5Yek}`WdRhAzS6{P2t;ybAMV%*P`^e1{MovM8a)?2+uUTt*rty%|9WtXpMS41 zJuKlcES4AD3HHf67z9ajAInhUr{XuTVdaS=GCALv5n*3;oy>s&$26pHoWyM?fSG|H z^UtUg!@m*|Z48b_$74ps!5nAK$|aN+8xT3T@~SXhNbS8oPDX`vyRlLe!v+7cJIl2u z2|>NfV$%+O#2aUA3ewatZw*Ajc;7JN||Auqvu8zMDOKt|wmJ|7}a4H&B zj9HTw&EAC5UOSMa%=ju%^58dt&3l=Xgqj)pSQp{b2~bG~;JO7B%dq5NT(CVR(Z;98h%P=i=R`2RNV7|MMLJO0@TJky= zB8^(2SfuCJQgU0!GXAdG^D*&G;w#X07XCyf93GnsGG_J{;we^U6WqUvF2sQv%dffl zabrbEngb(}wHE~UBf0{#AtcrEd}$NET+==9eWOZ1i$%=A4}|YPD%%k&S@bDh_gm0u z8aBozAw=G|oZ72$EvreD9f;&$tV*rn^a($Ck5t(&vBE%mI%Eg7!?6dLVXxD@Z@5P(sD@{^g?pA=wNap1LyYTcHPXuSj99 zI04pHu531G?Dmf}i&|Fry9S38W3i+f2ahUx!GA5R+UcXci#&`65sMP_)KBNzM^iq!9~Oc;?v0y)zsa(}&c=Pweklb9-; zFakpd!9D^1kyo?5&?j>5_6n~r7bBR~-4cSiavQm|lbdIRuFtZ4UvHY`kpxC z-?sOK%M}90&?zZf&uY z=3(ZiSo{+ame=`NduB?l%-GHIFNG|a!19`!Wwv+(l+S%r@_+EtXuz}a4(C8n8M9g? z)(X6m3d>ZOigH~AbXon^^u?0p4giEkLQ&heQr|o@XG=oQtS$(~W5gnumQ~vK+eJuM z=HAgla{7bVOeOm?aHa;+)RW$4afA>M_2^%%Q|Rt#xmaf2v#QjU>^!w5+B-$Ld8mKHJ5`X~ z0BKxer)}YKU&)!K^_R)#NTiARsp~p}z;$kBh0|~!%XzyWh_1_Zl`j(1HU0Xn3nmHj zP`p_R?`UpVqR}f4^}C5Gj#=|iJ5DFfxR7)gXmZ|rXKB**mU+)Y$4EyYKWIfDGuflcHzDB{GA!=-Egv}$z_s2v&|3+*d4i9X zGd{fJ121Yi+|rLDAQhrzicu6Exvh7!6oY?JE@BIx7b`(e_!Bxm5R^pr9_DCYG7K*! zDYXjbrK6>5F;Zxt@O13;f;+Sg*&wmtqgkZPc{Tl=;-aqVsBCX2 z^Y0ReO)a#^@*m_$Q_nS#@2OQ^+pm*nSW`?{fo?Qi0OM05e-P|1WfJH2={!1kj7e5+ z8AC_)T?TsMF#h2bGNbS;;?_rn8>)-r9(YfSKoMl}HP}EpE^0FO^wHn!!UzJ_77vP% z&lZphI+teXPVO79RlM}>pCDAZ93Kt7$IE@!oUeAs|8ZLE$rX^&EiaH~CXB z!z@TiH?ni}{Z;nsR`1F(dE7kI`PzoTyRoYG;xNT^1@oO4HBKv~#FU(eeU4_mv+4*G zr;L!{_w#h;w1RW12k$RGpBkDRTZW1aey2qiZ4oJk1{T$7$AM_UGFV5|YKVi1nlyd&30Nvl(It>AIf@3OP2QpHaV&%rZv?s23JRQupg?%2hR!rn z&Q@LSODjXXTe0X}_&y|&lDRdv3Hq~prb`ssPKxDK0%t!HRu6sx=D7G}de)#qeP5DV zY>b_Ec0xGq+}rR=t1+1)73;Jczm-NXfoH=@r)Tcj$4duxrtX8AvVDwqD3u3K5@4-y z=l?EpEB(d6(Vf}Pe>`e^z>h**foCc?FH<*W*Of4D&R6z)^k1Mv&vT`|iKH_@<;iW9 zG9jOYM+*Xy$)jt8959iXPkJ5UDD~woUP^kzuM*KP=-%)2j#a&@NnPE&Gu`D}>|(Th zVBQ(=*TBG*ctvJ5WRGB!kJMU)_LlH)X`%=uEq44*RsCbwbgIGAmXDz@)d7*f6oTK- zODrTu#sgYgTxv>r_DHm?3h2Ho{bNj;*CLn?#y=0|Ha#j=`yKEbRz+@-HmZWUrGj?N zwxH?nW69NPMvWAL>GgLBd4;LOBC53nnJKBv>t`XJ26<{Woj*(}ufHKVoSHQ`g$qOc22&d) z)Yw*5f)X|has^%J7tg+0G?-InWRaTn8&tl|j6F2js(l~iq11JLwLY1up9otQv$d-o zn}1hL3$_1UIF5krQTXb+>9>jlh2leXYHOoRu61i~sS!cX_TSP>iv~NB^)7dLrSL_8 zPMT_eKf0?aOU<*s`cOFm_LaM_8Fg#cYkXC0OA0&jua!rbB8)?${#&&y4#ZNwur)Qf z#mg}JEe?cQ?pNWWCR!(ioJV&iI|f|kcF=_1eF+x}MYM=i0t*K~(KB^b8)PMywxdWk z7%U~l%2X`)2)EE4eMtnHE=oE4a13Zts|<{VcGU>(St7Q>VG`em2(Y2(!iy;p-6OI} znaGaLZ#;U9lQDRj-8-(Gf*aYyidzz)M}4DTuwL7@&SqWPWq36i5)E{mkIpHc_9V$- zyGyVhe%q|;;z|bGney)hJY8_hl`E!4-a&+xlf8=2yLhYQFugi^9ki`cU+VV{BZA)_ zSsr&I`d@&S4<{0E3YYE$hx3L3${K8s4pMX6r~%XD?ozwz?B4mk;S-&6voSx=QN<0~ z2A?k9J=q%`W%D_{(Q%KT*FC$qdlLGYcx}_Z5n19un5 zG?=82_@uu_Whm?&*l5Mab08YWs6N-UMI$HIZfC1m=v0gZC#3KXP;SlRIU%9$GcoF1 z`osTc-R`#}JzE=?J+jKSHW_zMpJ8ffEi@q#_DfK2poVZj`=E8bv~Hm2uLzezHu=Bq zkgCNX6tEa=Pu0L_Ho?oDJY09Y)DQOcP8Iu*#uL}|{s6s%=Baha3a-}GP&Y6nPhs|y z`F6A<-p~K}AUo4o!~3*l`Z1!JJ5NB^!~!&0B-MQ}l5ZgWLXn5};&DC|%(F!Z+ zqlEAM_xbG?u$FXeIN31yL5Yz)XbbyzprRww(l)#E z9QAorq^z|`HFdfEFv)2Sajwlal_ef^|`0<4kb<4ZkKfJzp8E|aJvbr$E6(fD)vP3F?4uI7>BG~5l z)V!gm|HWt)3V6pOPT{i5JfR7#g=*B|RiU2^Bc~V7i;p6RzG*~_;PNv+d5!4SZ`18n z$px-nu8DLrd5p>0i3W`tfesWxI+aOOrc~=m$N$jid8>s2{zhPtZohoRCep!GGSlG- z%0C(7gs-J-mlMu=Xc_n4pOVLp5IBNk!J@Hm?LP@BSeM6Q7makZS$4PUK&`DFUyUby z8Qx#9nC+@<0vyGilqAYqT4HJc+=YX;x@$~A7FOvDwT$1}Hl32Sn^}F+NHw6v^%u?J zv;dfNLK<+s+`+@FVNf#kE&@A$C)zH*4d68RN>KgGy|j2nK78%P`Tq1hF{gMbDD8EG zyZp{&D2%n%ivk_iwv^Pvw$Cpryx%wNtTkVBQW;bINC*4mAXC7vqClg{WRvb#Mo0IH zAC(!ykK&c|v$`5AEOZA>+Ot3tPQtT$fCkGVWlWSu4k!G=buxTB23hVjthoT;(+oVH z@N%UDn;TN}rg94{(TI7M-}~bGr=AjzcS5`Kh(H{@SX5}zPCCv-TkR64J{CI;T_nf$ zqOKf$YqY7)km3_5B3wLG2PP{T9jD}Wk7WDMr!jt}Z_GO=1IIaiK!Y;_4Kq;Mym9tc zv}0?+{V_>d@=b_S2lqY|Y)bZacLL1#BzM3$Fno0_PnhmBmM&6?r4Zr6J1&j$NkV@f zU^6yE>1?{4l{{GHOpwj)NpQQ-wsZ)&RlbP1pOc@M{=eGJJRHjI|Krw>Vvy0oBw{F0 z5o4JOV@Vkm#n_i@Eo9%_NRKs=P?jk?A;b(B`_^WSL0Pgy#8|QoA>@0;^Hlm?-{<;W z-|PDRT=ySyUAJ?8&iR~k?sGopocHT?Y&5CwB~aYuLi*%64w7f(+;SN$|K$0y;&2K` zw89C4yP%4$8A>(}7uyrJ+Sw}EfsgPTJ>Ncad>bOFk>0X;piLd8vTgOd;~bl874ORr zp@uwGH%N``N%K6*LY8Zz5rIY@g{xz4KY(FjR(Y8?cTJpgpl*u^p8VrTq_NuJ?I#mV&|Gqy7dDmjvPml#tVA_OAGsJANETz0zE44#-W#;dR1p} zMw1AmxvwpKIxf&+di$4y+yjiXvc5)eYmFj=^`@a_cvGify1Bs0R$4J8(NX{60xy4=1fT~}OO zydkD3twnX)doQ=8$?T}lEHY*v<@;qm<+h;SPTbtRuH3ZhY2)Pafo~uJ1r9TJtoRRR z23{zSQ~VN(UH2@JbbE84OaA$?n0Ce4%DNBT@bWd6!AD>N6sStJ>p>+k@xlvemqANA zNAXO-wTkOvP&zkN-Mg&MBaIGW1fjxDX756hEp7{=e-=a z#6LU0SUS7EmW9L_Y1iKPUUzIQTOm4ye-yQzlN5zhXDkI9CMp)g68U75aH~B^-KLiRF6R6(kG@ejWaa7q3k6=V!l+za^R8 z`v+c+MUCQgs-KD8sWD)zjG85Tzx<{{W=MPeakIpMEJX*2H!K7c!pWTQ73U>2v61cn z#KcU`cT;*(_b?z{=Y<35qw9ld`7zU21>GLSFT#w92#9ct(WXyMe`PjMjWQVLC-8h% zZ?ZV*X!m!EO{)-t|d0jlT? zzo+Yffn0>Z0aIP#HZ>JFDYdI`4je!g>7z?1tZ%(6iBgvZT9&#g<7H9%ceCd8oT1D; z(625EL=h_-EIj0*6!zV)Xc~Y1z3_fsm%|4REd!rRcR3I`DH>PLCsp?k+1MRZ6s_-i zV#IpACux!F+uHe%!ZIT=z3hKjAL5Mdi(;;`-nn_w101jZ(aFXW$X5EzV1JQwm^^Lv z_Gu^Mdxj$mB`#C`r4w)6GGbIyunx2})AWy>g>I{^AM!5w4G5#Cw$xBZY#+Sp;T5@q z@^UG0Z)CVjFt$Y*{&u~rdW z<@TK$YDX*&XJA`uvP5e}%sC8*K<;7qy>YLGPOAKb5m@Wzimo-#1EP-NwX?D3=RNXy z;uVKpOyA;%1$7l3B1D-O(E=6);j6*Wz4JZ?E)L@;rA4GU)qCK4esN@TBekZ}ltW>N z8IVc%*Im{_jO-Rq$)QL#g_Fh+`ia2|Y9b;m!=yl5mDxf^sI{UmHQ?@~XT|-;CJClD z6~S6QKtIIE`Yps-6ACoD#2$%{bTf~j z(66m%49nR5j1I+?+YVUI{qSlket(N%-Sm@7tNPD(%$x7>zWywCqv=CnICmZOb*&pp zNdcL2iunDY2`YK7tPPw9F&`e|WKL@^8@inRuCOBC2RUq+>eJn@bN{^dtgLm=>bB}U z?Ft81q13W*?))VI9*>SPk75iH?{QMyHFlL|2WCtrr3&muB^g)Xs^Jx zIZd%Tt5L%xV zy);d)j&K&bUNtmYpToZ{hsf{mZZ@83xfj}HO;J29&Ng}2 zy-7^61u!jIWt1t$iiyUR`f&xqXx$Oc@MA(Wr1|5{=D&dHlG9EwAclaz0RL}E zLBjoAU>f05LYqnbp9!H~M*qu{|C@x+-haTMh$B3>i?O^_}->nQI2#~3}yj;aKd0vnS#4}3-Hb^Pbgeqt89OE_TnRZlfFj+ z8Z^@5&+BwD&jaY4m8gKRr-ALR0>D+Jggx?t5ML>04uZ9c_&DiQ4T&$`ys zqX`kkgub2T_P(5#lx#>p&Kn9)D`kg6RvM&8qjNcEF75aBdoP2Phu_U=GVzBhAxJRq z7l}ZA_h|{}pqwcUrO*O5+oMhcpl&$&@bYmU?+P8qL~I9PV*I?y*5U?Yga*%3ikbp1ha2!{{QvtWeLqUfXy=YLEjbYuRe#@SVBvxN7XciSza0kud- z;(^58TR{IzqRav6vOR85@N0qHHYdYh=I8<+aNWEsr?U{&FWVy!`#QM?fgU02HVaC4 zw;j2bQxCv}-Pv*%mUd~IL0LN5`22h$fyJLKo%Tb}ffeQ2v#Ya$bEk?9Z>Sn88q;_G zGGnmmLc$-o({Q-AIL5WFL0s@_GFioBt6@*UL6wm?Lbo&))2@f3zM27yK_Lg{eckDN zoa_f5`^ofX*3mfM>(d*^^Bd1%p(@oW`PAEGK&1ckQWhP&I5Ia-5hLr61b|sEZyFF9 zpP3NUa}v$v7yBB)Vr@S(lG|N477U-*+M=0a0wT~}N|DjWoyUM2P+|(8s|llX?pK!pY+jK~hW&h3XM64Kkbc+nI|m00 zUNr!Q<-#DzUS+q>LZ3usy_Mc{QnIcNE1EP>B%J2tfUUCxBUn*MYKYZVKU%5@Y6aHy zukms{J19hId8pPaQ#g9yS&&Q{%zGf$yO5Fu6|9OzRE~vG&JlRcEOQI9OL{%`)2p-}=2`*FDPmLcUgou2#nTVpxDcTFVLAzw5#TMA!G;*w&w>*C zCb|_RU#{=Fp&I~(=4lmD<5Q&2&F#dx3#cB6I}E?72|N(cs3qo`bG^X3gXhmeK@1H3 zdOL`grV9!RC&DVgo)TIcQ@t>~V8{0NTl6pIe2NOt8ezMJ2W&=&PNG1hRiZtE@X6Ze z8X}(ofQ9mz%PYOriA(P`bh5s)JC+A@ZuRMDK}pu#YWTPltLr^|1m*1xwa^$_g+z9;1lt@>XYaqgWF=lBr3`22t)wby8={#u#(ZLOvS+VyQ~eZj-0_(>jByxwd-lcDRj7?jA-$Jpl5w+3xZpjN;CL zaCzyPsZHZ4YJ?h||8|F656?zOH`V_nS!hc(P9J4u)z{_{&}CJMYs!%Ls#mKIMG8f0 zgjRaBE74TrlrP38HGi~xY8lLDZO=@vPxGU^)Ze+-p?l~_gTxvuIc<67Ai^jy4r?&6 zY(g4rD4oZkORitV3IyXt#rWR$g`*FAH<(2$W3)rFh!NCb*p_Ze534`KkP}9MwnKr) z^6T5@L^XPL#VdtYh}m+eNNEMYLy}5w&d=apHTZlDE|IQ^2%a=fIO6L&#kx@z8NZdv ze!Aua{efwN=DF4a=GGFVPLY%j+(T%OLUlx0+D`dn3LbFDq;PQ%t5il6alGU5d2y$M z($bIydJb-uNbxxc4Nvv?tBPxH+lc(VY58-R(<8T+TRRVZBwou9QxCKinUCyLTG^mI zTy;b~`2s6Cq{dh;!34E(Qyvv@NHgNXa)YJLJH8pA?ua$XGCSGg2QGZEp{hTt@3deN z51}A&kM2H-;rvLYR{^um02GaMG4!LOV@96ADC>dRRNATevO$mO7y) zhZ@Brl!jZ=qVl?Lk*VgN$V^-7^uZJCZB@9bf{;#Bfqh>l(r6BIMSG4TX3YE;jb+Sh zeMymsY?rFH-yNBkbcl$2l}4Cg%Si<}j9Q6uhPa(jzn*r*g+aXue_`YpLVhvum_EKj zP6zI#9>@~I_gUrT9q2xt03wgur{KJFI2yOm@TinHVUZ_*g=cU5D1{hXy=7~2B9i@t zd|c2m4}40EZs~1HLmAe=Q8UJSb(i$$4TDcaF#{l(4r%ZqRO%3J)i>2e^|Z6&*wRS_ zlVC@~(V&&$VDR+WSeN03&eNE#NXui&6g7IOa8dTB#gI^{UW zZ*Y0AX{SIBqL5axiAXl`%7(Gve46ofz}{zw{B$$DdpIL9NSg%BHpHJyFV9RN^Yp*+ z)i`E>+O;(oLbfRq^;dH6S0CXe)*{EbN2~x(xFiPI`ufGoJJsxV2!!Q`thc9MwI}NiUsC=WP{RE?~Rr_(vF&HpdB{V%+2y%(@bK1Veud#OJudjPt_W7{I~MMeEvwuwLeEN Date: Sun, 13 Oct 2024 14:42:21 +0200 Subject: [PATCH 06/19] Updated logo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bfb1795..6fe1b38 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@

- Model2Vec logo + Model2Vec logo
From 6a629e1779fd70759280e1a76c393df1a99897f1 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 14:42:54 +0200 Subject: [PATCH 07/19] Updated logo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6fe1b38..250e066 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@
- Model2Vec logo + Model2Vec logo
From 26b4631c7e96f6d58ce14d1f5add70baf1da416e Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 14:48:29 +0200 Subject: [PATCH 08/19] Added more dropdowns --- README.md | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) diff --git a/README.md b/README.md index 250e066..b911f45 100644 --- a/README.md +++ b/README.md @@ -145,8 +145,12 @@ Model2Vec is: ## Usage + ### Distilling a Model2Vec model +
+ Distilling from a Sentence Transformer + Distilling a model from the output embeddings of a Sentence Transformer model. As mentioned above, this leads to really small model that might be less performant. ```python from model2vec.distill import distill @@ -161,7 +165,10 @@ m2v_model = distill(model_name=model_name, pca_dims=256) m2v_model.save_pretrained("m2v_model") ``` +
+
+ Distilling from a loaded model If you already have a model loaded, or need to load a model in some special way, we also offer an interface to distill models in memory. @@ -181,6 +188,11 @@ m2v_model.save_pretrained("m2v_model") ``` +
+ +
+ Distilling with a custom vocabulary + If you pass a vocabulary, you get a set of static word embeddings, together with a custom tokenizer for exactly that vocabulary. This is comparable to how you would use GLoVe or traditional word2vec, but doesn't actually require a corpus or data. ```python from model2vec.distill import distill @@ -205,12 +217,23 @@ m2v_model.push_to_hub("my_organization/my_model", token=" + +
+ Distilling via CLI + We also provide a command line interface for distillation. Note that `vocab.txt` should be a file with one word per line. ```bash python3 -m model2vec.distill --model-name BAAI/bge-base-en-v1.5 --vocabulary-path vocab.txt --device mps --save-path model2vec_model ``` +
+ ### Inference with a Model2Vec model + +
+ Inference a pretrained model + Inference works as follows. The example shows one of our own models, but you can also just load a local one, or another one from the hub. ```python from model2vec import StaticModel @@ -226,8 +249,10 @@ embeddings = model.encode(["It's dangerous to go alone!", "It's a secret to ever # Make sequences of token embeddings token_embeddings = model.encode_as_sequence(["It's dangerous to go alone!", "It's a secret to everybody."]) ``` +
### Evaluating a Model2Vec model + Our models can be evaluated using our [evaluation package](https://github.com/MinishLab/evaluation).
Installation From 3845c807a928f4b4d39bec353dec17eb513724b7 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 14:52:46 +0200 Subject: [PATCH 09/19] Added more dropdowns --- README.md | 40 ++++++++++++++++++++++++++++++++++++++-- 1 file changed, 38 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index b911f45..4bf2d9c 100644 --- a/README.md +++ b/README.md @@ -151,7 +151,7 @@ Model2Vec is:
Distilling from a Sentence Transformer -Distilling a model from the output embeddings of a Sentence Transformer model. As mentioned above, this leads to really small model that might be less performant. +The following code can be used to distill a model from a Sentence Transformer. As mentioned above, this leads to really small model that might be less performant. ```python from model2vec.distill import distill @@ -190,6 +190,23 @@ m2v_model.save_pretrained("m2v_model")
+
+ Distilling with the [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) library + +The following code snippet shows how to distill a model using the Sentence Transformers library. This is useful if you want to use the model in a Sentence Transformers pipeline. + +```python +from sentence_transformers import SentenceTransformer +from sentence_transformers.models import StaticEmbedding + +static_embedding = StaticEmbedding.from_distillation("BAAI/bge-base-en-v1.5", device="cpu", pca_dims=256) +model = SentenceTransformer(modules=[static_embedding]) +embeddings = model.encode(["It's dangerous to go alone!", "It's a secret to everybody."]) +``` + +
+ +
Distilling with a custom vocabulary @@ -229,7 +246,7 @@ python3 -m model2vec.distill --model-name BAAI/bge-base-en-v1.5 --vocabulary-pat
-### Inference with a Model2Vec model +### Inference with Model2Vec
Inference a pretrained model @@ -251,6 +268,25 @@ token_embeddings = model.encode_as_sequence(["It's dangerous to go alone!", "It' ```
+ +
+ Inference with the [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) library + +The following code snippet shows how to use a Model2Vec model in the Sentence Transformers library. This is useful if you want to use the model in a Sentence Transformers pipeline. + +```python +from sentence_transformers import SentenceTransformer +from sentence_transformers.models import StaticEmbedding + +# Initialize a StaticEmbedding module +static_embedding = StaticEmbedding.from_model2vec("minishlab/M2V_base_output") +model = SentenceTransformer(modules=[static_embedding]) +embeddings = model.encode(["It's dangerous to go alone!", "It's a secret to everybody."]) +``` + +
+ + ### Evaluating a Model2Vec model Our models can be evaluated using our [evaluation package](https://github.com/MinishLab/evaluation). From 29fafe1dcfe8a3bea4afd6b492aa152a4902fedd Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 14:55:42 +0200 Subject: [PATCH 10/19] Added more dropdowns --- README.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4bf2d9c..ad6fc02 100644 --- a/README.md +++ b/README.md @@ -151,6 +151,8 @@ Model2Vec is:
Distilling from a Sentence Transformer +#### Distilling from a Sentence Transformer + The following code can be used to distill a model from a Sentence Transformer. As mentioned above, this leads to really small model that might be less performant. ```python from model2vec.distill import distill @@ -170,6 +172,8 @@ m2v_model.save_pretrained("m2v_model")
Distilling from a loaded model +#### Distilling from a loaded model + If you already have a model loaded, or need to load a model in some special way, we also offer an interface to distill models in memory. ```python @@ -191,7 +195,7 @@ m2v_model.save_pretrained("m2v_model")
- Distilling with the [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) library + Distilling with the Sentence Transformerslibrary The following code snippet shows how to distill a model using the Sentence Transformers library. This is useful if you want to use the model in a Sentence Transformers pipeline. @@ -270,7 +274,7 @@ token_embeddings = model.encode_as_sequence(["It's dangerous to go alone!", "It'
- Inference with the [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) library + Inference with the Sentence Transformers library The following code snippet shows how to use a Model2Vec model in the Sentence Transformers library. This is useful if you want to use the model in a Sentence Transformers pipeline. From d7a19058e5f1330396ec3ca870c63af6f6fdb7ac Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 14:56:43 +0200 Subject: [PATCH 11/19] Added more dropdowns --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ad6fc02..f3b3e00 100644 --- a/README.md +++ b/README.md @@ -196,6 +196,7 @@ m2v_model.save_pretrained("m2v_model")
Distilling with the Sentence Transformerslibrary +
The following code snippet shows how to distill a model using the Sentence Transformers library. This is useful if you want to use the model in a Sentence Transformers pipeline. From 3f0d3a84930729ccf200e75d31ad0b6f7a90777d Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 14:58:03 +0200 Subject: [PATCH 12/19] Added more dropdowns --- README.md | 20 ++++++++++++-------- 1 file changed, 12 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index f3b3e00..539db73 100644 --- a/README.md +++ b/README.md @@ -150,8 +150,7 @@ Model2Vec is:
Distilling from a Sentence Transformer - -#### Distilling from a Sentence Transformer +
The following code can be used to distill a model from a Sentence Transformer. As mentioned above, this leads to really small model that might be less performant. ```python @@ -171,8 +170,7 @@ m2v_model.save_pretrained("m2v_model")
Distilling from a loaded model - -#### Distilling from a loaded model +
If you already have a model loaded, or need to load a model in some special way, we also offer an interface to distill models in memory. @@ -195,7 +193,7 @@ m2v_model.save_pretrained("m2v_model")
- Distilling with the Sentence Transformerslibrary + Distilling with the Sentence Transformers library
The following code snippet shows how to distill a model using the Sentence Transformers library. This is useful if you want to use the model in a Sentence Transformers pipeline. @@ -214,6 +212,7 @@ embeddings = model.encode(["It's dangerous to go alone!", "It's a secret to ever
Distilling with a custom vocabulary +
If you pass a vocabulary, you get a set of static word embeddings, together with a custom tokenizer for exactly that vocabulary. This is comparable to how you would use GLoVe or traditional word2vec, but doesn't actually require a corpus or data. ```python @@ -243,6 +242,7 @@ m2v_model.push_to_hub("my_organization/my_model", token=" Distilling via CLI +
We also provide a command line interface for distillation. Note that `vocab.txt` should be a file with one word per line. ```bash @@ -255,6 +255,7 @@ python3 -m model2vec.distill --model-name BAAI/bge-base-en-v1.5 --vocabulary-pat
Inference a pretrained model +
Inference works as follows. The example shows one of our own models, but you can also just load a local one, or another one from the hub. ```python @@ -276,6 +277,7 @@ token_embeddings = model.encode_as_sequence(["It's dangerous to go alone!", "It'
Inference with the Sentence Transformers library +
The following code snippet shows how to use a Model2Vec model in the Sentence Transformers library. This is useful if you want to use the model in a Sentence Transformers pipeline. @@ -294,10 +296,12 @@ embeddings = model.encode(["It's dangerous to go alone!", "It's a secret to ever ### Evaluating a Model2Vec model -Our models can be evaluated using our [evaluation package](https://github.com/MinishLab/evaluation). +
Installation -Install the evaluation package with: +
+ +Our models can be evaluated using our [evaluation package](https://github.com/MinishLab/evaluation). Install the evaluation package with: ```bash pip install evaluation@git+https://github.com MinishLab/evaluation@main @@ -306,7 +310,7 @@ pip install evaluation@git+https://github.com MinishLab/evaluation@main
Evaluation Code - +
The following code snippet shows how to evaluate a Model2Vec model: ```python From 46dea26c652e1a4b2576b45a5f5f34ff53527a53 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 15:01:31 +0200 Subject: [PATCH 13/19] Added more dropdowns --- README.md | 15 +++++++++------ 1 file changed, 9 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 539db73..dd632c4 100644 --- a/README.md +++ b/README.md @@ -196,7 +196,7 @@ m2v_model.save_pretrained("m2v_model") Distilling with the Sentence Transformers library
-The following code snippet shows how to distill a model using the Sentence Transformers library. This is useful if you want to use the model in a Sentence Transformers pipeline. +The following code snippet shows how to distill a model using the [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) library. This is useful if you want to use the model in a Sentence Transformers pipeline. ```python from sentence_transformers import SentenceTransformer @@ -224,10 +224,7 @@ vocabulary = ["word1", "word2", "word3"] model_name = "BAAI/bge-base-en-v1.5" # Distill the model with the custom vocabulary -m2v_model = distill(model_name=model_name, - vocabulary=vocabulary, - pca_dims=None, - apply_zipf=True) +m2v_model = distill(model_name=model_name, vocabulary=vocabulary) # Save the model m2v_model.save_pretrained("m2v_model") @@ -236,6 +233,12 @@ m2v_model.save_pretrained("m2v_model") m2v_model.push_to_hub("my_organization/my_model", token="") ``` +By default, this will distill a model with a subword tokenizer, combining the models (subword) vocab with the new vocabulary. If you want to get a word-level tokenizer instead (with only the passed vocabulary), the `use_subword` parameter can be set to `False`, e.g.: + +```python +m2v_model = distill(model_name=model_name, vocabulary=vocabulary, use_subword=False) +``` + **Important note:** we assume the passed vocabulary is sorted in rank frequency. i.e., we don't care about the actual word frequencies, but do assume that the most frequent word is first, and the least frequent word is last. If you're not sure whether this is case, set `apply_zipf` to `False`. This disables the weighting, but will also make performance a little bit worse.
@@ -279,7 +282,7 @@ token_embeddings = model.encode_as_sequence(["It's dangerous to go alone!", "It' Inference with the Sentence Transformers library
-The following code snippet shows how to use a Model2Vec model in the Sentence Transformers library. This is useful if you want to use the model in a Sentence Transformers pipeline. +The following code snippet shows how to use a Model2Vec model in the [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) library. This is useful if you want to use the model in a Sentence Transformers pipeline. ```python from sentence_transformers import SentenceTransformer From 564a7fe260e6404db98e4f19064ba27960160cf5 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 15:04:19 +0200 Subject: [PATCH 14/19] Revised model table --- README.md | 15 +++++++++------ 1 file changed, 9 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index dd632c4..0ee7b31 100644 --- a/README.md +++ b/README.md @@ -350,13 +350,16 @@ print(make_leaderboard(task_scores)) ## Model List +We provide a number of models that can be used out of the box. These models are available on the HuggingFace hub and can be loaded using the `from_pretrained` method. The models are listed below. + +| Model | Language | Vocab | Sentence Transformer | Tokenizer Type | Params | +|------------------------|-------------|------------------|----------------------|----------------|--------------| +| [M2V_base_glove](https://huggingface.co/minishlab/M2V_base_glove) | English | GloVe | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | Word-level | 102M | +| [M2V_base_output](https://huggingface.co/minishlab/M2V_base_output) | English | Output | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | Subword | 7.5M | +| [M2V_base_glove_subword](https://huggingface.co/minishlab/M2V_base_glove_subword) | English | Output + GloVe | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | Subword | 103M | +| [M2V_multilingual_output](https://huggingface.co/minishlab/M2V_multilingual_output) | Multilingual | Output | [LaBSE](https://huggingface.co/sentence-transformers/LaBSE) | Subword | 471M | + -| Model | Language | Description | Vocab | Sentence Transformer | Params | -|------------------------|-------------|-----------------------------------------------------------------------|----------------|-----------------------|--------------| -| [M2V_base_glove](https://huggingface.co/minishlab/M2V_base_glove) | English | Flagship embedding model based on GloVe vocab. | GloVe | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 102M | -| [M2V_base_output](https://huggingface.co/minishlab/M2V_base_output) | English | Flagship embedding model based on bge-base-en-v1.5 vocab. Uses a subword tokenizer. | Output | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 7.5M | -| [M2V_base_glove_subword](https://huggingface.co/minishlab/M2V_base_glove_subword) | English | Flagship embedding model based on bge-base-en-v1.5 + glove vocab. Uses a subword tokenizer. | Output + GloVe | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 103M | -| [M2V_multilingual_output](https://huggingface.co/minishlab/M2V_multilingual_output) | Multilingual | Flagship multilingual embedding model based on LaBSE vocab. Uses a subword tokenizer. | Output | [LaBSE](https://huggingface.co/sentence-transformers/LaBSE) | 471M | ## Results ### Main Results From 26f9f61ceafba3763c3c087f92ec11e9261a8e8d Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 15:04:54 +0200 Subject: [PATCH 15/19] Revised model table --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0ee7b31..4248611 100644 --- a/README.md +++ b/README.md @@ -350,7 +350,7 @@ print(make_leaderboard(task_scores)) ## Model List -We provide a number of models that can be used out of the box. These models are available on the HuggingFace hub and can be loaded using the `from_pretrained` method. The models are listed below. +We provide a number of models that can be used out of the box. These models are available on the [HuggingFace hub](https://huggingface.co/collections/minishlab/model2vec-base-models-66fd9dd9b7c3b3c0f25ca90e) and can be loaded using the `from_pretrained` method. The models are listed below. | Model | Language | Vocab | Sentence Transformer | Tokenizer Type | Params | |------------------------|-------------|------------------|----------------------|----------------|--------------| From f267ed0ae1fdf271ad06500c1544286917e7d0ff Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 15:07:24 +0200 Subject: [PATCH 16/19] Removed image --- assets/images/model2vec_model_diagram_v2.png | Bin 91716 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 assets/images/model2vec_model_diagram_v2.png diff --git a/assets/images/model2vec_model_diagram_v2.png b/assets/images/model2vec_model_diagram_v2.png deleted file mode 100644 index dee9e43849c2303d763de208c30fa4e711a2b0a9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 91716 zcmeEP2|U#8zDFu8N?J)Md0Q-vSq#cL8^$`;u~dUGGmIH#GefraT^mwaQj#_yijX!G zSyE`B-b6$xS&HaBe=~Z$)w%Dv%enX5&pn+tW}g4E{(isb`&<8=T@H2x`RU5jrKF_f ztt_!5DJj`}DJdCixhbGUuf6I4_$AFH5iF!GRjYJLNv(_G;oNyaLVpI6Dy50Qh(Bq< zVRSZ^r-{I7!r_$QU|l~3g~p)-adlZ#9%us3DKsie(!rJ;#$Yljns7Wy7X}`!w59km zSUfhDu8FV!->q0YDiiz$&ETiK6Zqi{{_4Rt=%F^CSAmb_!NE+b8`X!%0JGy!2(&Ij zA2hEdS~}a>Xu>hzGm{ZW1-}SX-#|7r1ViVrgFp*j4{oRngZ>8^ohbek4r9U;&`t$Z z4wu1Zi4Oxu>Y{b^(Bd<2eJM<;q+Q(N!{+!=IpQV+m=Ugtz-hwF!7R{!2#kad;0uca zRv)8}10aQto_IXNPu#|)!UC-D0t6M~gcLe)FcvhN#FP4o#4Tt&q_}~`8DD2?i*Oj!;KT@%Y)EgsmCx{_awW5gNAlQgCXW&P=SE*P zi$(R7FjI063WviE{c|^eHdAssNuOYF@ITECH8}l2(+S<&7=An;4Ujk)pd{OadRtN% zH2V0;dN9coABt}vjl<@%BAX(U~_bc!E4R6O%o(?ouWDLhVR4x0^D zn!wJ9kHaA*V3;5@v`SxIEFgYy%nvL(dpNV+^wZ7lOwCY_g&FP?-*FE`uk&9zJXyj~xW= zEE9TQ@tp}6Hj@qA2|uboh0g>u{62#@lR<+n7LOeaS}ELMu^9O?gjB#fi?IdG$6LYu z5w}27QFs(hgt>S}aC|U}25vdS)xw?>3L_F|Y;*9(&dG(2bD@DxmcHPJ1p;GEhT2i~ zewuI#BGklzGqH|(7S@h1TbhfdwZJ2Y$@OqFHz!)-4FjEdR+f023q8Qlo#bRoz~~u} zNJMgIh^sTs4NoWQ<3p_291Ir|fT!4F1!xzRkEIAqEV8n|TM=Ni5F(onFwFuJ$mih# z`8F0#JZmcp^8mV~6NW?yv9e>>1n`{&L=KH?=xamshfpUB{6JtGSdM(Gxhp2v6-KiQ zh9leoe&Jm#0}%dnG#gsM7avA)Bnj>Hf`eU20*a+0&cX(PGO!2N+afTCv5PYo+nJjBxq!Wt{vk`IZ>;_|p67^9?o-5DV8f?*mj|$Rv2oABM zxQ3y9f~Eoq0Pv2t59HAFu=-#Fcw4@Epo51MFO*BQL+dg5{(e4I0+gLF z3{qLaXmB0yVdf#W{$whR?8@_}IlI{KS(ZYECD@Z2%HJ7C1)dB3+F)3I2AE)L4A2J_ z0lp|wh!rG{NDo)KwMU?yojGPqZb2i#lHzENgC3d#X*9POYX={QG;`X7c1tSFJapoB zNY2g8eZX1)&M@%F!U=Cp!r@)0=9WB`vmP7o0_54x*I$TZ+i*!3GzMc$4z}XE;RAyL zm`)T7nSpb&3!#K^t<7Hbg*W)0z&`~6R>^wBwtJS zFax-U10Rn<`C2bI<0*VcLMX=yFZ6M+b>(94 z{#Ilsfg{frtw-d5&Hyqkm~a?JA3(GPPGHGK;cz4@%*I?4;A$J>Zf>oIHpkFI{DOom z2cdruip?T(sXiV!p#VkZxd>ngYXd8$yR9veV69IH4ieZfh?Z_VHy;?B;O~qg*E=w&CV)AriQA z*ys>fU%Y#OfymE+Z;3K=weck)46O`s2q7F}4~XG!BXAA`zx@!7?ie_irWb^=@(m%v zL&1i8gpT@bM<16!x)89z!b8u8f$)Hl9fTfsVU__F`g|DK&V%m~;NgN3A?ZO_hO0Tv z9q){D0T6?C^)H4(bpPoW62b{8gTU7Nhs)wF&G3(64C<~U`s&hBMp57NVJ0} z(1l13vccFnIywi#h{zBt2Ayx|0#MWf%!%h2VD+5r%~ASjfiupR8p=QlARw@SIr>sL z9&EIO3l#<-t|P<8NuO_NNe>{=1s*J<&>qQ$VR5edSX{6(&Ctp0t$mz%4jyh)YkIJsfxUwbJAejrHH5kQy6HRM$@XZZoedM` z92#iIM6e797H&3y!CWH7!`Cs)LP%sg*)Zq~qMkdQ@9v8r(F_S;j$nQ}Lw8Fgi*FES z4YLelI9QugeF1Sed`nt@Ek@wsYtO~_`G&gN*i#t>!q5PeE1Jdhg9VX*ZopgfZF~a2 z98P)^pHQ~|2fZ*3j)ym=2Vz`a&8gIcNI+77Ay8vgfa)6tq5YDpm!|Lk?l3e|qT|Hb4oefC@ZZHl!&CuwNC6H)H-R-DV}RnJ8Au-w2+HqJ2D-tTi*;!zKv}2H&q;Z`38M%b6 zLLZwz7&?HYZ$sc%i(E)}tSuEsp|P3HR<1%9As*|CVg}oxF{}`dD|BpEoQDCA#_-3x z+gS4`Ogk&RkWgPbpTr{zEigX5wpg}apra4NPK4(W*yi?OVKhAy+AavqLt(7INh}a_ zk&l~?et?L~B=fAWzHT^5C@sjD?HUTL?dt}x*a8_Kw53{jgrLB0OG`*+hJstcc1Pg# ziIzy8Kq^8A3$mrdaQ*=XE_?)&fwe%}i3E;xJv$+h@54e<(dI07BCtpBd?6R@#;4Lz zT%m&#P0x-g^v6334egK)44%6c+TDs}9*A&ZFzgVHbn$nrAk5uXEs^U1BQl8r z=9Vy)9^BQz$=Q%2R;xHB-Z{{T?-+!^083PCB?nXfFwKD~7_+2-bxa-i!Jwvp-(~p2 zaUf8EL(1a-YXLSs9BH5ngCPL_3=ENIgucX|lelwm6inC9aQvA8a@;Eo{liz%(~}IL z|H)61G*Tq~8SVSR(Eb5A|6**lpqEZVx&8TMF%^# zWwY3lM^0=$XKZykj|V($I0^xdh5}rHen4Znx->SM#-vh$8C+do;Bi3@e7R#?@&4k8 z!6?bpC;-_LCKr48AQB+nhm*w3gN_c(Jz>B2u|J^we?rs|FrarJ@f#Ozgyj1~X@-Oo z>N8QA4JB>=Ji-ii2yJqLFk7*L`8?3X1ERwMY=R#DF9@K%AzlxKlQ8;!O#puoI7!$^ z5Am}Ae!p5`iv44;_D2Ck=>MGpI4+d`JOZdEk-!NeM)d=cH3{X}93GubW3wns+#jtL zf1n@)QGfKYVMDQ*F=z~+@^~T%zbJejgjW-gktzfVUD6Z!Oa`A}x+u^I`i6y68Z`6R z7wD3YePIE82MzlEWx^=v*&oBkzKxIjdr^2?sQx#E{cj2_cO2hAk6&s-gm@^A!l8j^ z`B>2Nm;Hd53Ly!^TXC;33*_I|$iFl~FhO*D`5eJ_ z>yOIvGlw!4;NZSY3YW|9{WHk@A!p-QHill`VQvh*#!>DsAWu99!Zm0VB)7ok{eKF1 z5{>njkSFo6{_Bu8!K@t5CruRP@wUGk8UG&C{R4X)*dV_Npc|49AdpCdKO4V@@$cgp zELItkQIJ6YwUZ`Z>~AiK8o$$$JB}FtKE9-w75{}L!9AitzU=sf!O)qtLp?IR@={Erd_^cQdR@7a{Z@%`?o|NCS9``u&^%KkrsX5a0(|Ca`w1f~8G%_N4+ zztHS2Lr(v{&`i%jq7VOLX!bYJ5~(La4hdT7q5o58`M2jESC`}S|99^n^=E@r&rss} z{Kx1s2FU++&|XghBNJ>@2r2&M#*arf|3`wRVwL*~hwCrhc!`Yur4|@3xB9QEfxp{Y zg>Lfye3V~8kO_Xg15^qD_VP!JUmUInshnT7hcSXd))umXCSD3A6I7&u;Kg6X?tiK; z`g_AjzX;~z@mNEBeX!>LYB2wwG?t1Q7ioz;fa^N&w-U=vhxdt4wbe3Hzn@jlj|~CxuVeS(|DJ$K^uq)J z9mCY0P0F9J*Wq8N3o1VTvE?S;<@$dBb&=y{<~Zu2ezqO{kD%_)kzTYe3ZU-4qHm!_p+Ejs)3{V4Bypktb5Jez4gORaH7?N*H~-|-j~DPk4<;7)p?@mygF){C>4^Jr zK)Mzr)W!#k3+SNoIjANa>hg2x+*sipV!Uh)fpv98z=19tp8{;kUtA0LN83+bBsGR~ z3OEC}xd?52Jv;plPgv5tJQIh+2%#|JUaePae#Hif_i}0;d7fjmJu0+#t%> zJ7+=AD}YPKJNf*V7W_U7=f7nduw$^F@g0jPBH_s&%|Dou?G`*>j+8tnUj!lct1 zFIbb{gr4EgCY>G%kQk!!M5n_*5?udBy3S*v_rLK1r6f-};U(6IdDXF}wf)aiJignM&qN*|j=VW^>wRONW^&c4us? z4x?4KD1Dp0{nJdE5h64>EjdFj!)E|1t9R(8O2y9CC&&ZeiuM`zRoQhUcfRjT{?hR2 zv-b6RZZOiKEPADeaF|JVfeh;f*%z}&`Z>OlUq4KU@+1%p3tPd(af}0Z`>39)9PR;^&?>8Csp)~_Wfc?v&(mle{oiI1#9We7ae9TPQw3UO7*5! zsy`o8RzWUZ>Za?;9sBGwelev2Gi3HJiB5{%sCDEvK4Z==rj*OSHuV=Ym9-Ja(y!Y8#U?Q+|HUS;c>e1)Nl@fpw@D04KY<=v)?}zd1AWfQop2*^WZlJ- z`{N)LvuUAv)BVA<(OrZwfKmmVV#cXII&;c{16~ zhl=)(!*4fG7q9FjXctpD{iyj7CHKS^w6&?dlWcD51eT`XTo{v})_WyJGJ>KA^h-Ux z&P}XZIF_Z#c8p-^h>6MxQkUH;kYJvI06_QUSoIOf&SYhjofChbe=;s~ zlK+(TTfJM9oDdS7BTEF>>)vY476U`YH0jM3HqO*AcY~G1te1dwbSO|CEl)_2F(S=W zN<+}q<^_4DVI5NId&u*zJYh6w?#1kwB|r3`)^uF^sYANJdfBY;WBSP``^zuZ*ABE4 zq#(~O=`*UZ-llLp>uCRHCUY-)|Kg=?=MJ{=C8Ooefx!-h?U75zZmPmY=^OsEyW3q0 zLywSimXJio>)JVXL4|Hus+ArJDTvWiZc4YtRYX z1H83es>*gg{7pi)ra9_OIj8REi3h&UHZ#h-BA1gBb^F>9-ke}+luf6!q^I+I!0Sun zMA#~0hu+?3Mx+hGG_;PQa>h%B-Fs1-`%xi{tEnPVSa@g72&_1heRka*xlRYkeikxh$-kwQ> zaW$z9RHN*;n9R9+z3%`_Bb0rNhtYk%>v{2tYj83BH){j!`nv8UTio^Y%8lqp%4n7f z;>sqK1g1W9Fc~&nap)0q|AHXNR#L!Lz8JpuLW#HHC?k-WDX)Wkl=eC$I%)X!xm(>A zzg{O?^AXRVqiJ?IPDk_diDQao^WxfrRa!rJb-%+!r1bYcgaxG}x2!LBT@jz1npd!7ZJOdlI7r zIKx>Im^>k;z%;CT&v(qxfNAc4>z?`-$22)n#{NcFSx!^sTyPmHer${`Y zi07e4Tg0af>K|>>c6XDE{V;}n5{D1+&d5E z$i`raicbQy>fh~AViuwMey3C1vdUc+x${HBsX~}=r#RGbe*^OXx-B5C+W!fo{^Wv=>c*Gl zaaZ^nC8IPfpQK zJR$??5diR(Z2)Oncn0+$A2=@tYempXnAT3;YCTrU8D0_ zvAU)ix^YiD3{fWx`FgwJHF|k>PAL29P7%xQ2H-brYO`x`&zZeU`t5Jt=29^#3pe8J zKTkEN`(`gU`<7{bLGWa4Le)0M*UAz??+1jID!Wy!tuq2k`_{>v9!T-WNliJRtF9m; z&9%zqXO;L>o|tyk0(N##5Sz%PK)Z>iRi5J`EA|Lo^mzsDg%_WVa{8w-z;pKY&V6rz=X!Do(#MM!sus3T2V9#a<2s!+O@UdU*_oOwR5Ljm z)+2QQ19rDCrfGJvwpHIY<9B$)$(~RkxOg-JK=t=t4538Q!2+Y!`JFBi#K0QzytSGI2;LU)9AktT55>Qp00rcy-&)HGC zS~qA$s7f8fNJ$f9vzC^+72dtCr1}E-mXd zccWoi;E`nKJ8-PMd*-95G1!|6a-T$$W=xa7ux0ed%JQ3jN@=l8NU-juX&+kJl+#zt z&z@N~*L8Kjd31Q=RKH_l5~$Ax6xgKVXQDE+)7D8&{pB&UZVuMp=^DPv8mEonZ98b4 zqh5M=PHwc_VX^SNP6YrOyX8Jd_4|G%i5gdWXYHi!ymXj!G8RaRiBJ7J@dY&minFct zr6Ti-WO^_-@W>^%J0#sktIS#gxC-KFz!i&8S)kt38xrihMJIV@hlYvm(rB}%U^Yg* zC~{e)g7Jzo(y@~jn{R(za?e+IPJ)s<#`a&;bff5Fg1*{Eh(d71mm^vlCiZrA$Y;34 zt>4xpA8^W?3MNubC25McB?98v)*AikW-Wnv%tA`qZL;tiC$2v3zWer$=^AlJ{Qmk!^o$HY0fhXBp zV}$GY_|p!Xj#q#icrQl^F*|pi6jGwuXN_%Z=O);N-NlUh-@ddZY}mVS_wL=NUCz6j z?3V+ijP?dQ?Y92H^-6=84K9DEjxARdV4wK>w=518Wuo4Ho8R*uDMPcRVmkA7xb65xudZP)=Snf*aDC3;Ai%apcht zJ4`M6-#!j<`BJ^Mr=pIa7Nqj*T8J+>$8XogPX;R&$((n+c*t$N=x&G2$WTAE;=s~; zqk;a$4V5cWHu~nz1DIMP^3w>NUlEheDF8n}!E(d|Pt1YdZKx zOD>yyszRJ9q`n!%VcIiNB8}b_&9z_Wh~KZ$`B^ckD9Z5CiMc8O%w(<{x_{rAzz>1R zJX!EEvU)(S)ndZ z)_rJf!dFI}X85EjGj|p>T=YbLsZSYQ{^?Ck?DQPhOJ1vh*nIjrJ?iU6!V_+dvBo=Q z(`EC3h6{}I&E#DFd(ELQfGDM!Px>?+aGv?taxz z+ETMX#{;{5=*ydwbnokeo7YmK2Yl`yS%sH6yR>(<=~o4jnq?l(jTY9)+0ZpyZusVe zM$NiUdt0^m5;0m1iP6}RWIdNIT3$G2AV!--Lq>|q2^*6|>pAx{d+*G(UsP<1MEoWw zYdB%Z#SXscEwnj?w3=n`GTIVh=g$;1qu&nNsSiZfYi4>E@~ob`Y>hS5O;{h68FC`2 zjkijx>eQt5kzd-*M&ywmG{G6&MNy}Hs$P$1xilBOw~5}@nj{M0eE^GYHpTZTh|NZI zNM#uqC2oQhwI2(7eRHZBGVC}#_C!y~u$>YA?Yx3C=DX~?O^1M@YnPQEZ~!Z6G8 zxjTK;>ebewx`v39{idVBFFjG;j`ym}YFd>_lzVKm=deR<^)O*|t4+%d(&GnR)v|KZ zC&rdm+?Ll`w(oG{$k60(G963BA}QzR0)UAy3h2-xY~6QIGrVxu72V<8I!2hv!qY&C zI;TEuN~?5d756u+HoY48d0#}xv-}{J6ZFo#NXJAJs{adEBuJ$sWc zel^c_zd6V_l}+qBW1pg$x9UbiRHJw3u9g`M@PJ1vHM)_N#)Ho__AFczze6=_Bw?CI_HKzu`h)Q#)?Y;)&R4X*Zk-y&h^0$vQND7){+W z>(HzvMio2fXzWes3$?yY%QaoNVN-TT_m!rc!Itpyh*y~fZtHU*Glu6muI*9FEP{)^ zS-YUKo-N#XDrneMMM)KS%OCd6H|+ZD#*H?vSjJ&ZMccj-X#`%C)Y^ zus!};^Yzf!uU;5+`Kvya)CBJZXusN08`|%8v3)gFlZFm0X?>(oKQP*#6?G5Dy;>$7qZ+X@I*;y<7PBkQ9Ua`5V%q=6iBqX_ z6{}A}$36~r#FRDpcq=dJQEs^89auH%q2e>ww7`a10wZ_&B=N!?Y#pTZCb6g@#6X zllN}=n-PuqUcdEh$b8$*AC_UNuwU%fxcz5`Qq~btjE?tSZ~0vw{aoE>E}>G1c4Cf5 zF)44@=)B)xGa#a6Mo-s`_vH&BrvLr`{X%>A-PM#w=UlXUb0XavXTSTnd&;art76pi zoW-u!`gvtQEj&7!-PhpB)>J{sx7z_N;f8;lNjS65gLaB>fOl)!3atO6L_VZKkL1>v ztPN<0+u!;q(@En&*P;NSk|)xj4tAE+Tv$fDF*a5hFzJ@I40iQfhFZaG3`9@^%k+?Xe9UeVvq`#ny|+T+#@y`ObKO_c z%R96U-*v6ZIC1F1ktQ<-8u9HSdR^lJT`&4qGR=#u_BnNF?!cFqTW0S+=SdSKE-v-l zP^;Hy+Y;XYHZIsIqh+{Ug}XQ8*x~e@f)-O!BDHrk?i_3V)inU!1}+-F*8y4lT}dl! zx7hbq7(=%>2;G1>Jovu?Kcz(7=7&nZ`DbsRJ(Pa3EX)d353nRM1F`yqp#I-hgPN_QalQeVh=oZwkXzjGQplTe3 zXlts7TAZ^(ma={yR&@ObW z62quDh_d#EIK#heJge5i-@ZE@Yma-R88!U=I{VT5&h5QM7;Gi5vovxkec|$pkm{DM z7jpf1HOsj*8eN7PHhtWd{o+9XmM~zjc*g-@Zh3kh!@&Hmh8HQ#NqwPWIvSl-aw zwa@IjV1x9Bu=~nKI!wsfORKfAib&KaX{`23h%I3Q-AbK@`Xie_ymZ+~YIjK>K`nx} zJbE`8^Wl+`J!$|^e~8XtuAABgUnd{;>YX$#IU{^)XRnElvO1&o>*I^&@%(Aj zob>Afmj?W^ug|Lk%I92HwOH}7Hbf`t{JY}$_My4=_Kda@-0C?=C`C`+;U4{zOnEI^kgT5IkXT!M*d+ z`_{)UXfAqI=vXq!1Tr2H)cVeV=}2w6qaHVu{S-TLBW2@QD6z; zP^V1m58(G~H#6c|mUADTwkjJ*!=ZOJ7C+%JUcML|xLPrCI*aivX>I8KM~o$*UD|6t zNp*3IiWff6Kja?dq3x1yRs43ew9jwxM zc`^TOPki-}dVSq%FE_95?Hqt%S4 zi?}V;UB7+0r<%X9*_SvRSiP0V{|McFVABq}ohuYImq^)TudweP9E;V|xYs#}-PFxu zbKkG`W^Lh%!@8RFmzU;u99k(KS_O|9-Bd?5^na2=-E-u~5p2mffH!R} z#`1{}#+(h{kyGCvKCRgjNorW(To%qr%gdpqM7UNP4|+Xo-Yf6H>&!&S*7x*VMP=@; zHbA0FuI8E^(QSk-n%^nD{M)|dhS_Ew-PM<^AFq+mQ`8x$=khnen+NY}7aD%UE%ctJ zG$U!U+bO(!Yk09qQg(W7Kvfz-^FdoSFfNjwhrWogy50xWgJp(Y(ks=u!_L;%5&4i6 z#<~Ap7&lgy%qMIofEe#OU!47%55dP3#%lq_e0I4s$j&`==-yP!S~VNrNjsR6JquSH z(S7nM?RCIqs{EPJp~f3{3+?(3z%3{)0vs#5nr$!lNOMPn5^-qxP2q5CBA=X)p02DR zzjEQ4^(uKc5>bolqXWM5wjJEKf*hfIrnA69Q70oWIVSdi~SfN@xh!Jr!{m%tj z_7~P~tW>ULR4iJ|>|`1?TefJ+dS>FI8{bXu*lQX{4@l0KJ-u$^^Gdm`z-rUFph37H zvCp?d`))m8b(uXMH#y@SJ-oq3zN~M3o#qz7Zd6hD z=$AJdm0uK-&JXYJJZ#WES}$caNrQ_CZ?3oPA$L{jt&P|jT6M8!`^&%+qT=ST*uV zG2-)zru!q=HT_!4o9_3|X&(|h%^zHWec}1y>{G?PnnO^sfpl zB;RRFG{ceES0qhlLuiG#j~ z!6U?cQBnWkhTFI#QO33htx0>WBh@N*eEX{U&8sBL;+YrVm%KQJ*aP%^5qkd>AOZY$ zd5!lc&0e?hQTpO*UEP^YX~#plwtw`m)AVadG@Czvz9T|ZW!8Ejw^}jD{1lFMx1;^J zeIU->T3^EE%$6U4m-hr?mIm9 zdeqStbhhug7~3N92BY&eh3sd~*f*9;y8xmoY5L@=`HP28!bMV~tU3)yxb0#M7fCUBd?l?!E8v2X<`Y{yA@Y#uBO(F4FN& z+TT`iyv6aI&%ml}i_NWrya9e|Fjpzws-#x#6myL1v6^e0LA$CnmfzcGBmcnj3v{R$vV%Xhebi`2KStU|K zBTAuO{{BVE#_liQK9`%O`5#Qo>YBTTAFCA+ZO*jHUs^N;R)~)4XY6VJqWod6ieZj5 z7>RGjzL3?A zx^=y;gzmtsD$sWqtv~oaD_z=*SvQi$Gh8+~<}y^T#DCp^7MoW$6(I9U1(;XD-?uGP z4xi3YG6+unIPZ3oPtxycS)Gb2y6RhyN6rGT@ikKZEb{EbG<&kjI$>~}QJ#)B+<%Iq zQSR%?H8=L2KZ6jx0+^0{Xmm=;yB8aQ?Ba4$l+f$Cy=dLq*M)EH%!s^@yZu$tsp0)7 z;H**>`p}--RXv+qw%_RO*=uiZd@NfGr`M*g&eFV&?%UY>d1Q3BCySFj<=oKnav^T8 zC&y%$6OGlW>c)x(zUHEEhUV&_7~*YGZbzhhdoMBRi9W4b#kV1GL6U7cFcDYqj!_>R zLmkwN10l5Zj@}1NX}VcOy}Rcq1lFm0sx3>^6wJ;Sjy!td9pRIfcX}wI&bQyAs`xf3 z(O=>KtT?dp@`|RMH|35uL7;y6`=(li*a*0#4#oUdQh^b$??J0CjhT47T+2M|hI2Bv z+7Q2z{{Ypvh_uTB6=91`Lnk~SlMe@Nf49}tQSE_|;)Aat54VdhELIgfU4ro6n;qqx zqsRt2TA5wY7Jn_HGm>0bg(PRQ4AgoIvs0c0R0i*i)@o|73$lKC5~4-Me?K))=4MOj*om(zRRfj}#i zKW?u()g!)$ej6ZvQmxoVhU<$Wsx3IH zE`=flHP`$Q*S**$rk|JlFdEldYl^$lSc{_W&UafR-_b%UbS!4omVo$=^5TwX5t~y&jjLW96Meh? zzUdS8PWMoK;Z@-0wG5Hgitj~%F2rLwDAwMsfCS-!k;*3Kb8P_fBDLq>pXF{K({THe zS?4a~F1ailY ztrO)ydb=aj#4*S7Dr;#+-c|1tM*M(Bhf#rzmvl0c!_HmZN4l;9BIis!kwD>QJnf2e zcTDsY7Z66~IwR~ycz5pJ6!TPlBgjSeeiXcfNH~^vnf_t4ZFNTLeUL+6qrBiwJjf;( z&Qef8S5K2Om{%Ll|N8l385vZG&JiGE(Zx+Z%Kx~OA9gDqTe@r%b zDcy|sh1*r+M2l)>E!MAcEsbMcrcUt~a(TAw(f!`i`gLN;lOaT!lLS!=%Ew$=T{@g_ z{=|MQjV6vw*);Nkoy}-1m(n(5Q_d8R_H;!iRaDDR6|bxfl5t<;YNlc&NuK#HM=D+H z%Hs@2YJ09p+nJS4iV?;z)1oWi8>_CVeRyeZfCv`tyi4rZTaHD)SN@RoFuGLren({a ze6Ea)>h$GdPfsdgJKeaQ8_$KWb4;ZQQZ`oJjyWA57Dt&enUVT2`w>FTH0fJ=>A+lt z4_4}RaF0NBs(hi(_4L`6wYI;v8n26SsLU`wt@Iaj$a+E%dv%$6{y_zgasGh?npVbQ z9&UAlZb3-v4=g-&Uvcsz!11|B4=l{pJ7hBbgQyRqEH2vg87vf&>$w>FA-U3raxLd& zfXcYvc@|`a2wo~GX3}eDL35asgG)OV#jG)bI4f8E1APf`oud}*hhJY<0r#z(qcN36 zF5N@+-0DGAbsosTRp&%6%+3G2 zq@p+Vp+pX(A;}C;|NJ+0w^14mb{8;NnA#~x#r&<^&0!k8di7Fj#x=vhJsY)3C)qYi z>{l|N8zJ~dhM(KJv2xDBsZ+g5_d%zSR`V+aX=*^~=o;u0n}1BdIZ^>@KotC?46Ewt zvZm>u)$5JLyxat32IrjkQIb~^k+-SOuZ5)9<4>zA=*NIkhB*P-g06I~5mUJZP+7!Q zVZ{725L^LpbC)Vq_%$rJ=_)tnsIIuc`DHHTq`ds`#yNu`?pPHD#ab>#Q$t5UI@D1W+aijRy#yn?dc7eVCYsyWG|+bdZ#pQO1&^eGn4`sz?;& zmTV_fNoS2_w`c?1qvZW%#+o8^TC&LBc}ZJaTaMtJhiCu#i2ldDAbX=!o-BN|3(k3M z>G>wa;R6JaEsN$bsWr**#q)#VfqNV(pJk^?bistwWA{3GKzCC%d}C>JMI1|<8cD2+ zGac^E4WUK4xVk<)H~5gaCazp9>bb$dwbuQI8`pWtKcFQw}=w*jkiO9&k#1gQ58Y35_uC13mtx-MPc z>uYb+xm*O2oIy$D<~J9DbZ@vX_HvwYxW~Zy(&`I37CJrUF_MI&+!#ksl|xtUQ)*_D zl4n$p zY^*b^ae&#d;AFh1ubHG2Yb$h}%In5pNEO8g*5v&Uzu#{AHrn%TZx)m^^LQv(2Wk5!183elS+x3)J?Un)1eK69L9-P8rlC<1=(qB)|G?TcBk%^ASw zg7xNtxcSb0)!~ojYSbFzK^ylsn+?;v9j$|LX-c$0- zz#e@v>V3hRb;{Gu^?L%uxp6l%k02&E0V)jItP@oh?J5R?i3B$ecnk8E2i!J9xb$^K zwO1_Y;pD%_0~}@H-HUFRRICztBzD)Vu2|2(iT7_%_nx z5|$wyS1ov3cZ%@nuzbRr4Z0hmMnL{YNB&$@Z@KBHqfzL4Z8xtF+-urXyt#SI$70s# zrJIk{K)dmgDrtqE>RL# zA1+Zrz~td2@9UOXCd1tb#^ZBw%$6eZ)2nQ?{!d$G8LjLc0hqE;yR*I*#9N7tm%R6x z1_qDCDZSf37VPxp%e9}Mu&%%J@5AjGcmo2Tu`1{7wH_U?C8lW}U>AMdK2sT4VNfRa z_woM8o$a5#eW{81l^D5|8bK(uA>0F$#DEL-=Yy=`u1a&w3a2Iso-zO!Nu5H;pDg({ z8eY)4f9>8L{=j39{$YR|g?D1^)xP1e)FiJ%y>QcIkRdtP5(!LuP7`GZt|aPhX2$EZ zJ-YCcMkUYoWRC{p%T-&zxdOL3c<`)VL9VQ+=}2F_<8WAKFP1xyFyJycV~K%^5Dc`=*G`@DW6kq>XTz&RosrBHqhn$L~J1VwL zn~R;aVkB{jjRy}CDj)y$@%a@)H+kPi1`{%!GL*AAyS1A)6^lN#!@2D?zN>yeZFP9> zll1^B5&j}ZT_cn(o0io_Yv1A3JY3nmWz>r%=*+?8J_i_a(6lRgL)1`x$~iiDu!)l+ z`U<72z%5L0OkoMLDwnJ(SbBio;K1@);ud4Zk@k*cE%;OuF+6~ZPj?bbqr*^)Fd0jTE<@5V)?^}@6 zb{dgib;Cw&(}$bzkXLtB=jOH7q_DN;BLR4No<4ngd2ey#%8vSsSa(|B-De%f0@FkL z7Ne~h48|koMdz7M-A3F#HbH4x!;g37YMAD)MPSi+jr%_3btu|4JMBHR7%X3)x8G~q zuuOY6y=3aDtIYz>=igGUtzq53`$vG(h~=Lke2#ddowA-ABKln(?Ok>KX1s1^eR_lk zaKnwZ5C=cPXWWb@Y_ZD&AT}$>`y}cf%AwGG<639m>KLm^+ zX6!Le&b*M9r7^vrl0}&~r=JmHzwYDKy7PX-IsCE2yefIOu-+EE%jBd(!lbu{uw5i< z(i~LyKzBvlvD|a-fj&IjwyjX9m{qYji>}7^Co`==SEaq5<8QKrb7N%S@Xak#!;y;4 zU7-Fm{>7^+3;km@O?TR?5-^9g?aS4jCE{|>jgYHZ;!;Kc=Dp3){^=abC*j(ioh(&$ z25bMc472Xx#*1sJ<=IdOytIpQD(uaGJmmVH9I%WOXs4~&Gu1F!nPE638HIT2j2-vm|=V?j&_;moX@$U*# zj+o4MOo5+md+fFWr5_80DE9U66JLUm-agZsL_~R$REu_@sOWue9>2?#0kZe6-+=T; zV#iFa+>XNw_!yDS(DFOF-i3>zl7X=RaAoD&)mK3xe%rQfWi?mc17K5*YLI`Gmy(^% zs6Rt04(mUwwq|`%Q`6Q_P{a}Usm9c__h}k#&tB8UtPQ3Crk9(H`mOf1*DnIPMXCP| zA$I%LfC%tbLGQF<{uY|4F$q(=?^#^(nsxQngN8!k19Hrw+l^C8*4(i9ih7vfrMkl` zx?WOmmjfj-G)#cm*aVa{(31CoiU@oZ35s_XA1_x6E|o4D^ex+~xA`J4U8+BiR%pZ` zWtQncktqE`jSn8Ffr5e6#r3}Y0v{0fJAL7TcJEMcTP1F=~jnPJ!PR7f$i%h)leOU9a|e z{pmGEp2YI#&12TOluW@2h^-zTQq+t@hk7JaZ#GTC(PV@^T&Q3A$1Z%kFswBw$fZ@D12 z?dgS+O@rG~s~X_!;ZT33ASVqvW|Xx#L4d9 z`{wJ5FBXpsJS*FKG4N8sZ3rH3kSZ{GCj!L;xoZ<)-g-ccj{aK8!#jdh61 z{Y%!SC3_75Gf#Q(;}xrCEYLmx&J@QqyUZ@_@RaowaWuGz;&aG? zXisIiG_aq?OAbM;p<$+WtgPZT&w|TufCHo2T;a7^?DI&Aizq?i(71!R5qR#aD-qHW zVXtU|1(wA%p)RXsynEkXJ--u<6P%!84vm zdK^DHL#_*0q8Ec-?C6t3F}%hc-{sTBX<=(NNfhx70`tHt&POt2KE^NK9s)Ul$t|US zYs0pH_$ceu7V66m%z#w-wUc5pn5oN+nOe6%D*Ly>=cU@(xV||lpd?g1D5h!fQpuJq z#gSNWfjVbY4G(aYLdsV;&fgjYEjH9zBjK$2%VZ#;;qj{icaH=wYA{BT)~}ojUTU=i z(U-PI!5lql#huNTCd_XyahK<(9^Z9I@-9U=wDPRTZcZ{Nl-f0_84q1lSx~g9ghJ$R zUgy!LV*_5ka%~!255kUTuJ0=mJGTd}L*rtDx;Mz&9>~fy;nsm7d|5N~frze#g>R;$ zy78oAKFqkIOIY5-3AIT%`^n3B8^!Z&=cOrm;@6HO6X-0i7zVdcPW`|^sY(UJt5!c* z()2s5Wol=lKKPWm-v7N#N~{hPK9~dQP4x?$t4-)rI?)b@qahu?)c;QTJ-O5KrX)-NfJEGQed5TOCjrc%v ziLF4$cF(Cf*Oxn9x40H}SNbGFRspip~%xG<0JR!Fc+m1tU;+CumO8KKD1@UCJA4|*pnebxb!Q3$Dz3Ty0`+^0A$Y*h&@|c6;$kLFXbRg`Z9kgjMV-pIOjH?dsKv z_u1wr<^A6O(mK@PwyU}?7EL=>|KYxNdopaoX2r za<8>5uiahp#VK^W7GUtDEcZE=(e80(kdqfscfW*tyyxXTP8Xpz#KU(kq?YP#V;%2Ex} z$n|}JMWj<#3Xh;y9#BTr&&VI3KO#>N7UXXbks1~V3&{@qo9c#iC0KD%u*T{+8M){~;N zYG{|43l#T%KmFI61Cl=5r|9y^o#8Ca8F`zVHuMmxuP*?n$xZi{ErJv%{^&2MH~VJ1 z>6S%nkkcP_XJAh*hygM-RV-uCYJkEmE9ZiXZ+%g6<$>zZqH7$QG_tg*m#qMl8Jnri zj!)IL+WRiyi75zDy_estGX^SIP-=Y6Z%w^raUK#adkmNlwfN;zhcK7hUZ@A0O<#H_ z&)L;=s4>PsM{|1KX5?}0^Jc0jJMbou_TyzQw?NdY_~{Bi-T7~Py>(QTZTl@MNC_e! zC7~cKu;`FR>F!)~H_{~_ARyf!ARr~pqB|ud1f&)XBHhvr=U(soeZRfWK6{)$)G-_k zp68CM<~8T_eEcd>q6JHCblC{^i_-Gb5iz8@zpC7v^32cEbSqlOla?JQE^wh^DS$mX)spvrfP7;BofNsq`ka(iA>m;ZYI z60%d15TuI}o9s51ui-zf7@kp^RJQiX*hklNx|dJG|52UlqeFgVMEmf_!VYYfQ@-ZE z))a`arW(9QZ~VEWM{&EF>Jw_`AZHGgLW;9uX$Sfu`;&>2O!1O?g9yXoDV?Po^joC7 z;x?GcRk0+Q-f|s0L^PWm|F4$-7hFCj&!EJiwNHnE z+=K&X28Nwvw2nUF6>DXzwbZ|X$~T#}>HmHZD9}!_ylE0OKVe@s9%YpbyZvLrmeIok zDWHRRJ&uWNfCwDfj3Bl8fBU?DHdU;Gu;op72KSm)MbFdj-}6}Dw~=6Z2Yyfk?+ONf zL?b$^-75dyy^o-u$FxiRIrt9r(vXBC5@x1FGnJXN&yhMcD|&+#DSrbI>0ns$ttnuf zK%LCIkrAjUAdIS5jATLp#V-K?75(XnFy9)>uL5-Ll}CTPe*$)(`3}5HRYk>^OI=x+ z5_F$q)3|MA%XDk=0MarBi1OC+4V7HBaCzN2yH{n<`egUL+5Q(kyT;^VKs1JeD-B?f zo`q#?@No9j4SF-`>2Pe-n>5;WJ_~6w&>G(A7_~dL=9Js>r6r8Ee`lBo09$InC&w})wM$AQmR(q< z%`sd_3jA)Ps;>Lb!M8Xxm)@CIBQB?o4s>fVubqq4mhAj=EQiBd87_WeTTaj(ROVS- zJIyTI?1BGJAMtsBJn(iLqjK+A5cYnlS~A={CM1TS9pTd}o*c1k)m4;EYVm9m6$ zaPY=b^$EcJq(sOJkK9%{8}{Xc%G5hGihq}w_~hHoslNnQu&Az48&h*C&ITI3(zaNo zD8N^E`oLPJULOs!Q-GUi`Y)rE$s?1$y$0ZN5&m?_*24H#X1#jzED*9`ap~8KPVt`7 zvHiBL1@yF!_Ue~H!gE1i!FfVOsvoFeAVBnhp|P|DvJ=W!Pz-5)3-t2z`_`$+SXJdM zF;?iCx;f=K5TY?>HZwvd-rmdP!?n%)P#}ZliaRCTu#-p*H^^%Wgl!kSO+sXMu>M^J zK9LZk!A2e7%xq(Lp-S#5qMSeLb=KvtDP!7$PA1nu2F>d&YV#yk(#Go%znF&nVD z5S1rnZNQQaHcH)RX-#3}pztyXc}()QZ%sP}AM9)-@VCa~wan+KMofbbW50Td1VWN2 z(Oh)iUe!!cJo%A@k7 zHbTbA)Wo*ND%*BjeQu?-%}e6Bo{Zt{?qq2W{5;ScsBugg%+ncMiy)CR->J(W8!cem zo2yS5R}@ef7Ce?uX8QL150L6(lz~mQ3T5$m4rpGPzE#PsPwKP-pZ#>=^#KX|?qRkE z1`VRJS-%5+^>Y8LZ38&S(TM+@8o1h~I~-^yHZN~+>{xt#xDtZSZEbeQ+n-#S4Zt}3 z#!N`gdsvS;3nJ{e1+0EiUUpI3Q6icZWh;Cbz^*VNz>~El8AWetrZImRX*d0GLwE_J zXaQjFKY|xu8UaG#V08SkDF7wY*S1NzLUB?MT^r9dXds@M>-mFb-(B9DPs1>7H4t-O6W8e7Y5$qURi@_pTH5O*6q2LJgURNOOpw zep!fndU(z;4X!QQkNH_93p-T*NFd_~L!=6gya>OItyTsUF%^Orzk_75tP15GE0Iha zC<+#5kdL=(d}d)aHe4d-H8k+@sB1ZakI1AjZzm7}g11fM(EyXnpQc6(6x=>TaIiPe zuWMkSjJ4-iQaWJ-Ps}OkTGw3zwWx|J9&#I^^Ct#^W0dVP8{a=+^s7LvBSUI+y1ghq ze0Q7a-0S4?(ZV8G%_pP(^!tv;z^5s{Sfv6M8P6s(y(vTgR=xL!J&NhSJrPEX3$9wg zvygXgRO3drKc2*e+b5}}8jTFbA0ZdbwTR0OtSH^HFqgCBub~20Lzo%fpq5`%HI_sc zLHntk&D-EnXYxij*M|?5h!o)$s0vm{S9O7A3Ib@4Qe(8CmbZRNjlc7v1LimfZM7B> zY%lr_RvV}Mq^A>ER9e=Op=N)7cN%zvUWrkC&ART5pg=N_S_lX<5_00VRh0=u8WaW1h=vkwQ?O1 zBv9rzkH;Jhj@kf|=^vtaCE^w5@e$z*trDKfX-OI&pQEshg<0I6WVuJ3l2I8`W3Tg~ zTkda}62e5K3@>C~`0X=|(zEn3HTAckeFROJ!!koI0>J>!tcO(#gMe8K20-}WBF_qU zYKo%M^(_o=P0uz}s=~_(W6RRr^W0KTbqVB}U##UAKB{ZM0tWLLzL#2?fKgW^snmsG z1|mihyYW2cKbJ=rv`4&4@V?V9`U|(0==m5BTaQ(6S?Q11_$M;V^HB3Jr~K z4TViyMNpb38{+WmZ z`3kAzlVzES6Q2ymZccBaaCzJ=<)uHvTHB=TbaP>4?`ZAvN2@q@dokY9V9B%%3Oe!pEk#0 zj)T-rR*U7*3vu@>s^I{|?axm!U_=N(k{ov7rOESdZa6EiLK9C=PhN%d3cZ#Aal$Y^ zK2ykN07!!9fFwb#9clP+jcCgV5;2UA3D?)p_xJVDV7DQ)ud$2?We6=>21qe}Dt|1X z1|fo+ss7)H@m}pT+{m^dcKFxTZ2)$j+F)9hu}g3Zms9Fb!#as#4g8tv%kmB;hR$R( zd;Qso_$Lrq^P4H#)hP|A8a6j<1A&L}2FW7sL7mNWfLH1P0-#fR`^ib`+TzZW#5CH& ztip^k;n3QJsPy_lw{yRjF}K${4Jio8Lq9699xi+^cS!~X@PsH%PsB2cYVWc29~z$x zcGDhRb(~ZAj?Uv&7r1#Z^{T=&vzc`pH4Lsii%J(7TqqzJ zo!sy4uf}Q>bc`(QCRre{2|m2>Xtfcm`7tT|^ZDsQjUt6y(+IPV1l0|1`Ap$y)gTL} z1!hn30to2nj@z_9P8^e>9M;~aJ4UCoYAu}>-EjHaC)rM>x**hG!(^*-sJ(Z-91K9J z;`G~BXlY;idP=Us9O$V0@%w zI4`(+9j@e8*$oY!BWFCHEYpWj&yU6L3Dvo3nEhC=8F+-w%@xQ4K*9Sb7GpkvfU@&6 zYY?5%QSY|YZTWk!^Vy8$AZYJu=g+vHd&EjP3VqhmeS!077%)}OlvYzmm$a<65b9Sv zYDsC(of6tdoxBFYZY_mtuK`RiSgW&oF_8isu4$-rPn~R${9m@J|1B!ev;I$1NaAjH zNb(wo_iy(crkw0fRz*DK+muIC_#D`X9AUpXz{qyvVoM$Zc(t# z%WAsCZT!8e=;s#fE^c-)xHJ%4@2A(31Ns<8e@i>gZ{eVg=>OJ^CQ zcHpsh8QihOELryza8Hw*;f}FmcUyI4`see~19Dhq{oD3O%cYZ5?=Fd~bzvdoi?!v4 zZl@u8lG2l{`eo9d7SEZmKN2y|QI+sIq&yjti}G!)vHE*FoS2jY+p(+4`EDcW$@5iC z-&(ak#BRahm8oTUyrHIMhIR2RwA!h;^x7WACUVs{#BnVv6fIJiUE`>0a&p|2S`sy5 zI_IG-dwkX7eByVS=T}B`xfH2!G~;0#^>-+2V-P>3r`4gL{h_gNCWvgKh{!g%ql<6< zRAjZ#o#RiYAG6Sj_XE`lm>m8{+Z{E@>HaRGR8`UYWb_}w>yPU6MDxN+5kPUU(0tTW zuxB@8|NEZln>3k~9|*hUog27CevpV5o*ok&n0I7?Yl(e(BShM_SY|^yh{SD|TJKto zCvN@RK0Wzac1nnOmVf&&hLh`71`D-dr53gIR84o`(ICZC|Mj>gN%n|v*}&>KI(O{% z?a9>*L*Btcr4$JWH!~9p8*)RPf^1}}qWjtOQF9jm&US~8?I7O5c7L?2{%oV_x4RZ$ z4wq8fIo)1)7X8`FV_16R1C`scy@K&;VJ%SXA6bCL1~9HFIQk1u(el=_Sw@AM%bW6E zHJn$Sc)tqh7SB&28J{-+jp16FZTTZbsjV<-02LqziIl*$9$-sqH@yW3dz>u&zX>}> zh5??PM9G$X5%pOa)AfPD3$HhpVz*jdWwja<%%jCBm0!H2O{oj7+&d+`_96(YyynWy z-P{H-*CvFc@~js~tE_s6s6Xm97f~@zgS?hiL65H5f8o-siziBMHBrnx#Q3VFD=v#U z1v}jXQX&J^(3}O-7%(XBnqkHJ2)v83xte2AnWTD#4l!zr{z(sC&HRvd zAW?Si!sazo<}9#4jCX?`)ujKo8U{Hj8~TFvzqOKSQ!CYUF=IhM{4m#;d5}dIuZx@| z?dh&E^vQwd$ZNaZ$jPJrdV%w5jtDeCQdMr4p_pdb63cyN#j$k+oCGRaaeBy++S;9N zGO#b{1=Nggs zL{cImu)#zc!-V(U;vJ$$@f@XbYohs!C{a?UqNwMc`#I+(!6o)Vu@V7;gvwmkjxGcP z%Z#41jT?b-qm%rHE27pk9LA_WE2CeSJHV`WJxgSf)4QI_)TksI-jOez+^Lt+(AHB| zAe|~Q7VK9x^mn>ZHTBBP0yKi#2}%XamRpDRtKN`PQoSww7pJeHbh$2Uv8H8-S^g^mo1$zW=4U%h4I zu4W#6Xctog`0md>Zwnzx;7A@1rc7bqrpRaPZxI-=wnu1U%>qCk42o1V8P=j?^Bb7& z)Ntemu<{*_pN_%~Wz8k>)$NF9@HR$|ylOR3REDAsL)4vZ>~;W)3K0^hi|GwqO0sKV`l)#Cy}f(k;uh8Za*O( zhO;%P?CwZ(ALd`_Ay;Q%ceyYU2rM?X)rQPnmuo_mmvdV71ez!#;&Q+{zDS5?H{;^$ zP0*RF#(p0YQ?K&=%^Pm7mHymS4`27=cCnhzbsYluM17UStxSaM{vwuQmo+lg&QzV6 zn$y-3sK5w`agWQwCrh*jLHk|;#IL2hi`tv>y*LC^g=RmHZ+f3RR-v%h03!zRD`yND zY`{PrB&o`J?+Icr2Ak~jEz`RYkg0uct46%L4~MsCro&!2lBFtT3k-u5XP5`Fur=5=R)2!k4ZT4WZfL^S3JOQ zw3pXy<^DLNrCumBJu->6G(T$1G zZ0Fkr=l3(~NexB*Rge%}s_!C_y`MwPfksUH)4Hw3%`LBuQ<-&IxjB9}A+_v3n#}1O zp7}!IUo9z|R@>{Dv-C)aOg5A#zjyqx;k`-l&$N_VBRR{I+CoF-GBRQ^q%ZqhZZ~i4 zPSy0E?5JvayUkz5;JOEu#pi5W`>d}!T5gw6P0QLR4&$Lfw+b&^hQUx6D!_G03J=%E znfR5gJBgP1XjGCqA8gtU;@{*9@0iGeW$AOr>Ea0h|icZsP(2fC_u36cNs3 zH!_N%?5UjuIuxW*vG?y=)Yn<(o-R-2hhNuD3FU5+R5$zSw#a~>Jg=?m0m5BAv{|<| z8ufplqM~?ox`$b{SI2UpDiaRkF*&w zQT)_~G`;84sobwzn;4H-N}{ZLQ?WKw2=I@UH0v@fVwS|kR-eHZuj8CzliUk=^B@<$ z7VI@3cYpxoG7)eX&0!CJAi-SAOSrM%w2EOF^U8_;)E0hW{>w|9HE0M5|AW zT@Dk<&6o_*Cp){V@@i1x{s|c(6nL2DyF=phE|s&f=85g-*8<}`DpQgbQ1n?wT0FJW z8Chs*Rh3lKv-oIlQ8K&OnX%nxtiLk=!eoC6SlPp~6IfQ$v-dDf?kF7-3DikYRgkUK zvTF9N+mBY8pVp$SNgy(~m9VflQ5I~ac0a>F_!HnSsS$9w?YG(&?$gFc%b^sK8pppC zgw~3y1uS*BH_)YjXX90`ZZ``@Y>#G#zF;){5sj_Px+PnR7%46O|G(hvyB?gK)!VI- z9E)draOI#fNmWf%N)eVtnp_cmhmY!z?WtI`Yp&#@G2~10HBIWjV{4J{99V|yJL(w~ zoma5;ReEs8@;-)XMwVihpeI(8*EPk~KS_OTk7QGMe0H8IxNBm@u|g%oY(?x#<6~ za-DyVIxGtuwFY(_m*-f1hzl5PY4K)DKIfrZuUdTuXLaweHYCfh9*&XZ3XgMO@mCIY zUeU(x0cOb0!6}zA^}I^!`HF~sJg@uuFs)bW&*^aA?cX@IKOyhbeD@5!z7#gdS;<32QCquwm7DA*7OkRh{qoU7R>EFS5eCwThbr^{u+4mmT1YHhmQt+frT ze%_1;6{f*Uj8T+HlOei|5_R@4E(5Z$lI%oyp#!twgtFD`H_S`-<=#F!wv0z^&Igjc zPo=7dX5@I}T6KfRzByG^5>Mw*Oi5V0-C{@VPtMfnQN6;s8{M4NF%K!{)R~n5BfqKb z{@9S@r@|>~BKq5#$*O+;O@ET{h6jOVT)*tTysa>Q*k2$9#LE9ncd;pR3B5YH>|2r> zihrBs{f2V}cN*ZjgJ2X5 zBF+T6c}UC5?I8jbsd=#KVxfBYpu69%2#6pd``vGP#I`>BZAe7iELl;@G`(Hz@tpec zn7L~+FH>1gi|Y`N*Xi+EmFF6~&rfsx4Jp^wk*I#vGpMWB6?=ka-#Hd9DJ<(~&OrY# z#A#;M9+C8~{RQr%Gg*hr%E$T-M{2cM^&xeJ1Uz2>!uL(e*ECtpZgkDpQQqLCEw7{q z-_HX-o?LlFVgX%ixD@6{-2vuq>&YJK4Uq04e{mM z_S_n6RNjhdM*k&J|L<4VE-7$vXmK4TirN;97x;`<)-d)&4xDMB@hhp9n(L$-di1_U?4iXWu zoCVS(=|MDZv&At;&hl91kX*jp4#%q^6@6Du&kP+d-!nAR_Cj$`=%>|K>zRC+``V&> z;aCQSGu%t8fBKD)m_zFi*rL-xscsiGQ@UXHk035`hq(PI!fJ zm-u}((XAgKr64ttZH7ZZV&EX7ii3QI!0k;DxP3{2uE@pjhkQU-oU6#^@eciRO5Zm_ zy{nRs>fNHk${N6Cr1Xan6M{(CKKQ}|Il4h^LGtKoSshq<(X$_x|HX|>?xhHPaI=$n z_umvH88I1^m16ki2^k6r&dEs;JPUq$bhu_!6+3 zM*b>2En!4MmvaEP>W0~}Q!prg<5GGZd z5OOM8tk)C2mTtBxAR?E0mCv#H3$9wt<&pWqYi2L2&-6Ze(N@dy%x!C|CwDYY7r{Dn z&wtJG9}bG(CIV*+`ob_xHF4A{U@c}?MEV=o|3(y_m05T8h z{ATVF+ND+>)xu;-O?CAFvX%Az!<4oxf{i8-S3>MPuFY@=77;8(;6)bW{j*E`3Ar_M z3Dts@5c28TO2PLotk$D>%-e1mX7_79^PS;tD`p2m+x<)T2S(O2TvyLLq<${Vy2_aR z$dwGg`fLs+eH>lwz^>=;bW6bK%^n3jO_04-MC*OJRsea`Z(4+>+l=z~g*buPProQo zcEO#Usdsj!=}g9loJapBE2b&_zHzX}YDr!n>JxRLo-kae+v;8-e{IpICuo<$tY0aU z*;WEO*@lY~L1rkamr@~DHSN?s^@->XyRR~4rxI)?-Q5*On(tFnoi|q0*5aT~cq}Y5 zb_)|n4~CMN_HQO$Tl|f)UqOS;F}e2@dTjI+O+_ZPy2I$H_qXV;_ZApb>y=UttT|a* z?sC6)Ei@GJNJf#;2BG7e)#x)S0R!lH{`7yAcH2*kzt$FdK!|W<3)SVWWD~k+?uGd0 zrwX=AW@|b22)|#aFe`UIEG3;zw>PfJ$W%@nwZj!x6<>URl&l#noI$`kZBm!4bb(|Q zV#M?yNR${?8t5sR6dDK$@DRypF?@>lZ|?pg1J6tY zW}u*1K11ap$fNOslwFR6&z_aU{qkGWK`CZZ0hqLiM(cEy`fs7leuVSW?_R#CU1mBZR@zm7Ipr zXT}0;8O?SqtJHH=A%5PYc21Vs&&<I20ERj8ipfWc9>ee3PPrw9lgR^8839Z>uW>C_viSIQqozVYe% zV@|eqBp@8eEBuAtH1oBpD?F{Svju+M6PfRPcDj-W5*3YPs_h-MHUm0K!~3}R$K#AE zvWi#w0$zW=8H}|!-T0rl9Xk8Mw*O?~ul1+2h1JY8x!I-)cvyawIz$K^{9SZi5smKW zQZ`PA>g>T_XEyvEj~zOQq!&#tTaiTlu-|<3ABs-bKh5DBT?)So_H6gYsN6Xxw@Q;#*njwp4u5R>vKiy&$ta^ zQ}n;E-&TKA=SuW>c!Gax0EgK$-Q3`>FE8bp$Q0OJIu%Ug~H zzRn|iP2vQWwUF+AY0?fX`$9VWPVX_eJS%2*F`twN$(FuO$yN}a;5ozmdn6|F-G`7( zaZ<5^Z(kO@%Jk?eJ2>MK4u=eB5X+0gsygdHw^O zuYM%i-~!REIu~lSrA4o<139q0CYaxYAKrxwBmsmCFZ*ww0Ndv5UBCZ?@QRMVY_ZiU zG_+gOc1Ls62jno#E@$nle5K4)7fFLB^WS)7mulDRTiiFvsFJ@p$(Akgzrwk-PfwK2 zYTc1e?`;--P_$6mNM`nZ%GPY{YR`IdNM;5h*|&I%=>A4&?I3iJ-?3ODTk;0?i4&owLz^hyr+>IN+>@^zH@6JY1?^txRODBeyzshXYCODSUF*)B?SII7#)Vv7 zAmvM+@;H6-_4HVsYw8~W87AB}H>4w29bTI=I=$m~+^b_(>DZG|=y!;x-!tlu+={kpr z5wnn?d7E*&Jp9)3jq)4R35oC%x-p+eG_eo1+{Om){TDsy6PD>xQ-5Zp`W*0$thlfr zFV?>w@u5#00i%BzKcf4*DVEKVs*s4&^%X!_?)|8&k`>G~?aZarQ3kyVrEb$u;1aj? zB5a$<4C`jN{>Vn|69xuk1in#P4+-L%b}N1mH`F5Ts&$O( zh~#!cR7v>scUZp|72fmhsEJZlB-l~7jp~zJ>GS}+KeaXU9EZA^0rm$G<;~Tn?3`%O zfs546WR9k^bAIFRD7YVDclV)x4lhf(o^v)llw?PTu8Tcs{DyjWxoY^UT`RHBUqjQt z+@+gH;sfMvmreNkjw>^D6#6C5bJL6{6WXHnSnjlmE;5`uvtskZnt&??W5azv`uhyDeYzLXX?WbrU-Rlfx}VMkP5lm_4XTUrQjGs>%WLa9iKfLUE%NMc61#4`yPks>nCIzRA~G2{+>EhFDlZ0a=SgjR8~Jf z-z?>ueAC$d4kC$SH@mISIdrMOF}(9ECNMtGJhwE5Xu!w2;U(8EHSu~v0vFO8Dx8#u z{N@$;k$sQr5=SR%rZ_E!DTRgGhDGPvU&M6!LK#FFf+S-fLS1E-H{X=KTlfus_T?Ay z%g)8#nM5sh;~6E(o}y21_;k}3m5=myjdBy4@tnw3F$z0R{ITIPIj8&69;j1`I#@DW zmIX>#l0TxKKVP+f5zobpoRfWA>(omkfP`7>-pZZCK1I@yqsL2KlDRP=vdV0lQME zSv0bhPJRMD>nBK&9=*z=Yqz9vMl;gojQY$@r#y)pLSmHG9i1j7|+RH>E1Q0F7IvE>Z!A@-rZGD#lBax^ozZYWHC(u zqYOInK2`R#ws7<2RBZNBjU?lDLtV`Y3ft|AXwTcNJ1e~GA%5r|kGn*T=|+(u zhCPrr`~}kk8aMZUE!I4>*~e%EDU%;;uE^gO`3RXj?A{7Y9M)3T4NiC^ad9h;#Bnqr!I)PxDwU#% zC*1JrB>`Tifp#@7S?Ar0O+0)`Ra#c_B;(^z!7oY)B9(FbF_?$n|L(uETKcY4nzYa7 zS1CQwyA6j^(5prCTy3hWk>dIe9ra!4Q@3fq3#2buI%7 zX@TQ4Ww+$zr!3n16ca-eq^GdNuW!FywAFf#wOD5c@uTNL=N{lG5aDkH8HwQR3MR!Q zyy|JFlN+)n=9H_rGh!)UO`IG}c723>B%akE>T10b^OusIC?1X4#l>UNMWyU%Whu81MBQX ze+MjUo+hW62G>HDvQ6$9x8-)8vc~2Gr6P)6^(zvkJ6qm1Py5$sK-PNi&k|cWQ)^sK8{gMPZsN~It2KBRRdr=VvX5l8k}EKa}Y((0fIWOp`-z#Oc{JnpU7e<|J1EaCdO z{!q>Mw`VDl2GnfQE7x~kMjwiJ@-~$G%~q_cko<(}hSZJ(hI%HWfR}w?0z6H*DvXTB zuH!SiX=IS6j~C@e%+}xYvisIIGbFFZn;}L_LM6|X?tO6X4z9;9mKS!|9K<6lS%^;S zcZ^8C3DrLGZ3-dl)KqaoUA#PE;5lggcy35;!rbO4e7AiL`=QV^Yg0F@sUm~=7IsN) zzE-<+3RvDhHb--loY>BFrI65|EiWgE9|S>ay%l?oEh_R&HV!BBHIcXjAbfaa$WYa5 zi#zV%324Y9oFjW`6Q$?Ncg&iwzn!UrJyaZ4MjJ++cQTrFF9z}PG}u*yKfh*s`ytVk zI6T&~@!6g5i%k+Tqut}(HIw)4Ojv748put`j9(k^=o>$)gwN+-y4q}^Q^3*^$j@ov z6CI4aVV^Mn9(HuUSq3JhMBqzbDE=VaXsp6vDDqs^C_+@v>O;XNI91kJgY!QlSF=<)Vb=DXHAqbFxy zSVX_VLKVEn1o>-^g6b`Yn)(@*0 z3UDgx8bmEGq=(@XJ>s}+pvUju%15@rv*JrM>tOXa%gt+{^Zul|{q1oWfmWcIq2mxP zJ+7>zigG&$<}F}>oQmxTcYmRge(l#_2e*V;ybNNeqjc~Fd-@oC34m}Hz@nEH3wn7B1 zV;o(hs~mq7788m#`4X#Mo>9Ce3M_tHPCSpSjI%r#_Q4=gvFTbJ2~IJ<{!K|&KuPwT zOKHKiC-gJ0Ljz-k9rm6_tq;XzW;&3Y4aJkaJN{HR@MQbrqCFB+wQ0F^#6hy40k`Gw z=YyKC^2?l$58y5J=YMh?mEcHFb&rVIk+gY@4{Qe_?OfSDN0p2n_4Z z-((0hKjD|4iW{{KQ40|dFj7$KOhy@SkjB9O8m7wlh()GS7A3MUdeZ(OHHvg@UzNx( zktn7G2fAd`*4Ek<%XTK-G_``2KFWv#ZQq8o9vU0j|_qI7y5Upy;K zpL7#$=@$+z)p@Bj$Wk&=F}0+{o}dP9DJ{GQWajlcAoJXmZA~k984`LyZ|Fjm79e8V>|{v{AoLqbQ(p_!9OG^sD>NrlyjYOdYN zPLfsn`W5ETIC)bI4q;Jbz@34jvee~E>MQ?%()qNdTC*?Fg)Qq`$U%@Fn?G}>4S|iF zO{t#?k;-DmWu~BsS!b6L^^3=L zz{#J&o4#`Q36Zu={K;h^_o2+5~9IKtV#X!)`K@8OeqrI8IbK1%9W1 z2A!B{5TP!Vw{=Lhc~d*EPfkQjIk#*U^g2#8eDj}^lUdP0u5+Lu4_K$egQA==#5>4m zrMdP;g*rgX!t>B%<-xh) z?nfnJY&8c_`V(eCm-f?TH|*%UMXaemcQP3};@UF2tHjC6<4FZRnzHd7I{4)q&E`n zz~?qRkB4|OD)3LZX@VfWmr%J9kf_r-HudQa7torF$GJ(%mI%@QaJ9*2`&z;O(0o#& zit`&z#^fY{;V;il3uyB0(ocN6O5wjaap;zp*5(bK-5+jFX1Sh^J3X_T$>CqhtwHui zgQ7_IEo4DdQFbDJWuMgV_=Hkr`+hCls&Uo|X^4OIsE&a@9CIyZ7muoKhCbKiJkh}8 zWh=py>tpdyBEQ$}mC|3rtqZn5$Ko_X{TZ z?e9*C1VMaW>C{vFYb-!lMM$ssh3!ejk%;NLIX9<&Y$pFxSvB#IipB_QN(fb5-YYc) zNchFo?K`w`Gooy%_s`1r=8%i5(ZIP-3)hhh(`;mSC|`S6e#oM~axIIR<{+5z&B|+g zr7Aaw2VH^*#Dv9^^Ln>|kyEezZW{321KUE(D)L$VZLMn`*VU{l5bMa97KJSO?PFk` zf2eO4Y+z(6mVBd0I}mPb(=|Q!7JB(rznv0Tg|n)hlY=ADCZpx!y4^jz{gD@#n|00QKfByx zuF+egBzNX3h6hdlIUdihmyHeLbqlDuNc2a(@C995T<~X*Jy|Gd9LG&kiSembN8*3Z z{&lLrEe(ufCk6AeYHF|?EQ3IpwZn~abb15|sK$?EHQbNTptDExFv;hL^{AjsOhIiG z=c~J01n0YpK2m#s{Ip4{R_(!EVu|4$?gW4wq<0~CW{<=!ktKt!JgVlM`3UkbF z+Yg~At>5k*)miC{$%pH5wl4ki-s;m?WB4m+*WrJzOWZA&`?6|>nGZ8+k8ARjw5+uJ1TiRJ{Xn%LdUQSK~_1@)pby4$}od}fbfqVmSOqG_fG4(q!?`I!^HGW!>u@`v@FEVV)gKOthSnc`N` z%q^RTCWTfS)rbT&CbO>dgAvH0t=^En$3ier0m)LAxD1*9y>7C-3bveV0LMW(^$Dt7 z1eU{uy0TvS;W=2yP&Y`8ExtMIzHqY!-PSg$>MCa#O6CY_7Q)$ks@fXt=6 zyyB{b;|YJ}ps5;F!vnKo6OsA8s?q`qwD=58aD8Voy`^}V%#vE1|K?s?Crv+5lM*YpfbFrmZG9YjbhJmv(y z&)v*j*9?-hKnZt5y5oR?25oZTW1U7t>^<9bPG8{;{#%I*riTGp_9Rq7u|LV}eCs(M z5_8I`=o-*cer}HuaG)RvbBDa|8A)~=>}afc>f~sb2zwp%Yh+G;qW{WW>f2`4PXarY z%B!Si4ySmd*{ti}oYFgQdm4<_Dx_2atjHqqIuGj#?c1Z@G`xKIcye;`!rGDN$ro0x zZx@d$rdX8ojK>Tv%?)|ZGRmS7tB9V>=$bM$S0I;tZ(%pLA_%+@eD|tZKF>ItOB`?k?o|Md;08$`N|%XW@$%v7{2{p^ntB7qPUXyPjNLIys_|X8q=ES<7b{x zD>$>XJE4~ss&tztNuw8Pcqzy00W5oO6v~Fidb@jxM#4UMMhTV7_b<2MFP)w}6Toy$ z;*1%v@l4X}YE^BsiVO`EXz>+%qXqpr$NK~~<|F@LfU#H{n<1RphH*N_DcXST z)5(u`5$ag^ar6-b7NXw~Hp(&9 z6~x5H%@#(PU@wIEC^WnBs0R4R} zmZP70cf)U>Y5xOeQjZ2d81@_{vD-4SwRVnsT*tMgxxrG*UNOniB-Bfz7vnzq+>G9P z|465F>7Hp=Us2ucrC;X@4BIu-rh(Lgdi3{!g3DVFoXlcOUu7pgj7e1Cs`G0CtsEUq zzW3oaB45*ZPL9tdwZ(BaZ6boXVkGp=voXT{u-QRR#%YNmK@jdEM_8&iF>Cgo1uTQmvOdpDVmE;J7P8_s#za{54WH2C`}L|a^JLX%Wb1uHb7QutoQSdza~kKCm@QpylXd|sAz5xkVf*}d%rEkgr=rnZw9>pz zMjt+%JpMN+r3`UdF_#}U0RTV?XCI|8Z-Ui@h-tffIYF_=k}wq zOCbkx9f0)ZyT3Y3)_aLK2mhNQOK*opY0ehkcX^*WsB%rtez1@#>!2bnSs9#gBEQ?; zudvRv@rIMwy;^}lg35s2#^~bj^4r%^$mQvdZ6qT1H`SxYhHX5^YV@w^y#ez~Ob>pS zXjrn@57Xrm0Zv~JAnfE}*?&3w!Z|(G10P$ZBC)d`D;w5VH#I8xFL0_cOxoODRC0Xg zBBk7b-g2AI*}r}E40k)Y?+giGt!sJ7f94mFLB4W>#fazBNZ^`O-C-oc0|-MTd+S@WQ%ni%+Y>1sL819~rf)w#ppTka z&-I%2W>ylnlp)&Oc}Z1`L6=GzP+jwdLp=2I+4Z-H*G*Ye5g1SVbtL`x+%tau_`H~n ztS%#or!!b@iGeF&RANi!KN|g2ZLp#wfG6W;gSTVd2St=ohdqjD7JKH1zPvtW{vH+C zNoxDT*LMwm%UVO}MvG~!I)7-SIT(%nO$~QWA3yrrotVuXXZ%f47oRIpo_{O$0~twc z+ts-pxoojaT%^r9txaTYSi_YZa@x*ztIq2T-H&a1_UV?UKHW(M2;1ZZw#nnT`1tCV z+!^S;eJY`Tkm9v`Ayz`4V_ERdoV>5K3i-j4tbw<%L#8O*&7u!2oS80Y(3|O^{~!`r zBhBn=Jw_3o$ykntlZp!VMuUPTB`=rPsOm^FS^jED5eOb-{)4RvwcQc0bD(m9%AX`&eh^;u~tP60lfFd8fw?e~wXg#IsA8Qw`01liaZ^^G1jlFRbj z(6AK)!E4|`WydH&oik=#`RTjVtWTcf6?GSvU1W()FU|)rKQpko_v+qMtpy&^dkc_^ z#*Od=LHthsSG*hg_pp_Q6am<2p+AT<9spL8=v4KhL(_MZT=qdZ_y`?7_^w-C{2U+>66*-{~5Y_T*t0z9lEXa?*7yNkKFJb;CKgRtNL@=aD zVw_>#8ovQLvz+RGz|P_iYD>yr#q=%{E@1Ua&9YEiP+3C!`OUa{*3isI#y}HJAS?5e zLg>`;d)=Jf9ewC|cOKF>;=i5lDBG4U_!Pegn2mcEw=O6X{*Ja`y-fJ|{^0`N{5)10 z(rF7QNn(@R{$d{`K5t)@MRk5cn0p}`yt{L^rh&nm*wtPtd*&wM@Ay#?t#jmlJE4PF z=be@MW0PhaRQK}Ry}DET+cS=}I8@cl{cw)c&dC9H;I0Y&)yv+Lw-5rh?Q17MmNoi%*v zksk7yf+RrHSe=7@%Io&e`fq(CU`zmi(i-74UU=2GQ6b>aZAkrWp zA*hsuq%=r_bh9Wyx*O?GIs_?c7Tvw*4h0114gu-zhI23X`|kanG0uoN9feElv_c-(*sgBZZXKPS zo$;&f{gaf4?a|8&rW!F=Q>~o%313%FZAoTvAJX(t^KvcZ9$vnjgjWsVp?^1qCKSZ{ zvZ|FW5qfPz^hV|!K?R``NTo_y5=%f|mEEOcZ#0?J#LjY?ywkNDNu8nGTN0zRai4fa zmqs$O3k)(T*%7}TAcwmP<$J;5Z43ayjUUTto_`Ccxw!071{K-uC({p%8s|WiFkNqS zU2!-YWq&v24QY@R2V+G%E<%b@P(HaotMo#E#|3L1&|7iJPiy@F^sPADpL!bFS-RpE zlD&Uj;$L1^8^c%5ejbl?D-vy}6tdeZAx9bKVFv?OB4rnmBAu{Y7hE}*<>XMRI}&6< z!ZC5ng#P!|d?WW`^1_JR#q&;UsSVQ1e=o@GclP1)iTwzn&G91Q#}xeed=XFoI=*?> z$WMQ8KYHRKA?Wb?5jktkACm(&D5~@}-!baa;Fs_)Bn_;YnJh;Tr!ONH7g29-Zx3Y9 zI>o5`&#!4#KX)crHaxR~HpMy>tRK{Vn_kuEIvTpx_faA|iE>|9--} zJ%7>*_$P?Hu<698%l-QaVGC{QDo~zRh&s5qxIg;(*tiC!ytt{~dd1nN^|;IRzv^+d z{FN!^gkbYz1XXYW7MC@Y_=<>ymOT$S`augT3>zC;(!?aU``of1a|CW%n0AT0N@AVrVj&jaPUBbZK^V=bOdb?R8OImm1kY6z|02( z1>K17o{?zrHG{k^iG`7|XleR1E7!Thl{??}Bt=%E;4t8$Yh$c~dsvq<{h_WW+as9H zoJi>#0aOV1%3goVOa2k;q~(Fzt%W+=)-M>rF>2+q@jMecKHorh)ADgA(+20O^37B` zY;|}dY0-OuN((QgNp}=|oKi6ls#rTvPHCX_VSwgEk=^(UfC%@VNzY06DPB^PaKG;x zEfNP6mS>yi&G16|^dq`3LrjfCz}6aqhRq*5h9?m)FU04K%rJWCJp* z+ca)yNFq#gzwyobcapsoETD+3W&OeyhS650OH8xR?vjQ<7{u_PGGykBk#{v`zJmG|mt;o8oujocFnfR`0SUY6ToNMtY z-TrU|KnkLEwsG~8HvUXvE$KybnQQIpg=0insn+)gr0VQjrC`4a&?&RJyd>ivV(Y{d zLH%e)_{@z2kOC%@fz||a$-^e{%W*8liZuAJ*LbN*yNHU^I9V z;o?qKP3*b9jArt|!6W;;GOLM5tO(yNd4Q!*>IPv`MxtO682~u|fC^@2KZ3m?=<6_n zf2}BI_EKQoX$xBLddk8--?K;*WNWL6^);`jhB1QU{#{SUB_RqObHH_1wX=tVeh|eWrcfyb z!Zdr*w~F+1Dj}3HVf8d*JKk5xmEYH89*>kPRNwU({CIz1cVj5_je}ocWme2&_Nhw6 zeD@@2N~cYkp6(Uv$*(H7){~KYf0hsBM$0lA2htsxDaukN=Bg^euPCeQ%bg7x^kZdK z*c@Qm%Yo4^4sxw@0*wE`nW~Wbz?qaKu|8G*aM4Yy|LNnBDI}KjK7;WTm<2yD>eeWM zq;X$DEWeCNbYqVK6(Z;O(M0|sHJa!9o#*`gPrrTpCbzAcMiENRI zzhNy|y4e*DYa1g2%kJbogyg0=pBMbZU=Yvt+U!sp?>38#x zKClZ)1$SKQDi}jHV{AqNiHT31zj(n}q7t_-uUbAn1rGvp$O7^}_;T)h3f>SHn%mMP zzF7D@9KmqBFZOkSzqbTLz^^3NbIN)rp!82FXs}ut%A8>%xc08YdZ3+k(vxjZkaV z|B3zDuE^=@_FDAAg-CcDo^#pE0ViRF2$>LE2bf=N2}hLyDkRB1XN9N(9;vOkkVSnc z0H*tuTIg&A;E}@q`czD+#WS(al?rF91542Fs52o} zgZh_Z=*SU<_^qP;dd_Fz_Bab*tqK{Mm6V8l`($jVCm}s9VjaO1!I2TJeK#K!XW`Ih zvW+J(<8KW3+Vx;Qf^BVCFoL!F_)jUrDDVDC(ue=HR7F+Q1p)o6?5(a`qdRJbP*D?W2LS+b_&^XXQyauf%75}IPOrV;E z20~m;erai}SM$#j0u(yoZ;)?0+kPl&W@*|XZAh1Q^8$!0`o5(O@$nj;XnIMc`s2_n zWjqQBk@D#ZP{E&)ouo)~nk8`BoY6gVZuJ%ZBq7ns?TgvLu*>Li_RF9@&B8&y*w+YL zgq-jNP~?pVXK@Qnx0eqYFU|8vI;)DJrHJf~&!?Pia79lG5g&!(qdD4wuKUl6uiOi6 z50JG_4I@3_nSil|xos*y^Ve0nHL^LTEUXZX#mDJ>6pCrts~O2zyU({~;Nd370=Q}C zt%M*fRSHE{cX;O%t(37;?w2DVF_`Wj&y2%wp)r5HYq|0M;yI&6X%~DN{a}N+CgkR3 z3G3fweZptNLQJ;aVBeR;f2*7nGKymiS zV{D)g~YypkgggGpr?5 z8F*^-p9pCRb!6B9M3X|E3>{1^%`)zhlC4gbBu_Dlgxqu7lyK0}W)_V!nQj5aO+Nrv_9)jeh`+gMwElq^%?Q;_u!)iiwGF%8dA%S2s*)C+UDXm|TO} zwD@aaqH=Z~uPj(A0VBawcqmZpYxy@g5i%pUvR-H+0i&uB{Fo%C!HoZKFaT}(&D=jX zn4FV8DoYflMcWy5bj^yb)DuX(Tx{m0J7pq+pa0K#)%^ckF8~~3H++ah){Y4RgSL2H zX;=T)D5u@q_2W(>$q#=}uc406_Vs?|Gq(_*;h5pxT)o?BoCZf(L>1iXB`sdee%r`T|TzdBw;e>Fxd+I66T+3bVES2l^}u)03ieb2uw|kvKml z!|CV?#pEUEWkMM~>?`y$bwvMpl)XyW+p4M}= z#-owI&{eO<>V@3>bs4{EFkrDt{grwH3KCBpLjEXZf34T=ge@?VunIOjC^f0Mp^Q_q6}EZEw>%`nYN zyaCZ0V}0B48Oq!1AW-~u;i*SQgPHtxs1!LnjX9F}Ljq87X6zQ|%5pTT=PRgDDt-ec z9v)I*w1@`RE_@&PTK>dsD1b}QcLA=+t#i(m_6hf=4-0w}bOP?Jw`j{0T7E)=2b*^f z`}!>JH}bBuRZYX>NZ`3}7UOwg6FeTD)O4hILuSSKawErRdg^+YB%7i?#(IW}?TKhZ zH4=!SN@ZCkf#t?V$aajyXrh(E+-1x~KM0d`{3 zMebEnd;H6}jVW<>5U@H${yj_UKRM?z7r0@6jZy30XM&gC09BO3MbKT5vH0Gqm@S|n ze-e-u4%&_($abVdd>E9i{Ey~&182NYkZUHa721DZ&JN{x(WRwMlaU)GEdeG8`jEKG zcA{p}@r^;X4X(lYA^G%DqK8jUU}{0nGk7B$5G3!6RvDVt1W&i_Fz^bPM-!dRy3c=~ zu5P}EMhl(*$;K_a6#H)fjk?nRKHWbgR{8Zn(ew624YEyJSiZV0)(&rCpt*u|2cTG( zO}>1h-y(?gz=Jy|`9@0&_K0SW2hc9Q9mAG(KJ$AX&Y(ZqCdRrV`@QkaioebPXvent zgF1cKC<8>IcQUNzqaE6UrmC`^uU`5D$sy3Q+L#*V;j|#HbIN-RHn`vjG-Lz2s*c|^ zx?S>jgPr#qj~c)RSGu~{6bpC$-QXbj<7#Zx0Oh?m_RF8_edF#)0%l9Y0Kb6nBqdot z@I`;r$~3q4_tv{Z;-5E`8lR9oW}Vjnn08_A$Y%4=jJ)TuZI~;uPFP~RpJ8}mp+!og zrtdNRrP(6alZq1m-+MNug(j2Z9COp>+k-~SS=$j24NjZ>E8nB|>`0IG9Rb>Ls|t;D9&NJSBl3hD z#UAEPSDCH=>s(!mZ)05p?rU*;xUC&7JUS1i(J?0tjCq^Ap3|Oql+(=CJ*fA~3xFYk%lbw4_mvj*pMt7VA^JZEE_Uzdy(Ls8-%GidkTF zn>za?DJY>n%6>`Iy8tHh_;vUz$Ht9Q$XU&>@^Vo;q_F`O;pe}26T0%-w3ny#ACFDo z>b6kqD{eBz-wYUCF66$6%n!Pp0_AQRi{6E;w_|V=3Lk~cUwAHkFlt=t3^D?;xDgBM z7+4n%zA(DA^EghGzkdLqbNQ5?zl->r$DYgJhaC62h z-~cY^4o$AeZk2=Vdpc%G`-grdU)@$lJE4)2MxzZhe}1`)q-=_HE$DXOJ~dl3d(GEt zWzUU!+bXPX6H)=h{kC7bpO}U1uLr{D+xE9%n?0^P@MLrF+^>J&x2HBW7r9nYcD2}a zeO!lc$JV1*HIPZRp|gm&Vh9_2a%@vC$b5=I(oM&%`eU$_YTTEx)ii@j&HL^FDy(g# z>KY#DCFuEuNy>alV8$-3ta|jukr#hj>*yB0ybw`?GjnC_pR}@s*ptVoQ%X4OeLVZv z`fK3Te-k}mhQzLTJS_nie3f85m}#{-CoP%VHuB`eX@$x%e$F>pvRchW5ye9Yu$o5G z7oH=ih)SGR!CMqcHz`6&d~|w})5&{&C9{mxuNI)WFV$;#4ZX@gvt5ENV|dnFJtAtU zrKHz*gcbSvcEYXc=G+^4!6$Cse12-rfA~w6s6-F*^NP=m6XJ?V31=xc0|N%o;vp(Y zC*za@OC&cMweJE4mQwPX`y=Nx3o~oe`TRQse($oR*HZqsx|*Uy>9=Tu^y8phwg0u4>t3cJD^ z)w`!q1abTM+Z%_V@a_P3DHh-#>Z_!!QSIt0q?|e3#adOud1KNp=S+teH{(lkng9K?ur@6dRvSP0l3jd~4~RDCC`~sjCIFjVmO_ zh})lEwM`_+^=6FXtBgLn7<)dj2RKgR7SF`JyiRtdi)Ru))uxesB5`#JjH;DP4K9gl z<)b&4`J`0gc9$ubVaB79#UmMb8G1ct0k$Wc#hc$cMKHCa9tfV)FiWbzskaQShacpC zrRknsVgNV)^;8Vk=SvoDZyilUP6pQd?dP2G$?L`VD6nEr%#-vFEKLVUM6Wb6LdTEM zsMPADE2NY1Xx#rpAubdkS3-iQ#@>D-X^trH&& znQZcBYpVR?YetI(duK~^;k;M{>3SH5Ex#Fx5_KYej4m{^8S3#kXQkBVCNSSl-}B~( zHM)>a%U=2~-8k*?e7|lT=GJsJhJaX6{lSUUaDy{FtGJ1a-G3B^eEq$*zH7<^e~cH% zQH=EkIEMj678Oz*y&X0N#n$Z%#CkC9_udFaM;uY+>wKj#rkPI?nWRm9Xo4HX-xS+M z->xg(VMa#4bz=xIB%~&X@qcu6Mpl1h7)4!kmF5F+ex=tJ<78hW@{XDG`DIe>q?DA_ zOc3Og?oa0;U*p`MHK=+|0p!q5+syAXZt4~`y;wn z)yk36ppgWuLb%Zw--}km9^4^hXGLiLQvSE8LZAFUO%;kctawxIE+&-k8lK4$_zHbw z)<_Y)nB9}TxIUq%EbtjI1bnc?76DRKVp(4C!?|wHpW5Z*+pgKag^p2IY<+TRwot6F z(ke0d&L<~Eleldu^xQXJsO`~n$|o&Oj&E?LvBMwS6XSIJUoOCTyBct<0K&MFjmRWw zRmzt`bgb)Ef><192(DS`>4&MyoqCQL-XKabr77E_nGU9iczVvOq}BQePy}4}QMP5x zy-QlCLWb!jvm+Rx*1Yw8&$Do`!>Z?PD|B@l+!cfw1l3r#tLsfj{LE>v4Kgm!JWwPh zZiQ~u%+{EWU~%W2X6UCKH8t}eN{lnPDVX^Lr&C!q1k|I2!Kox+AC@JU;Sd_JQ)pEl z=ulWRkY%0`m!qssxxG2KD9!S{q%?h6v&!4D^lgkTV~s;BNyrCbIrSaJyF^yRB8|xo z^cte*yybnZ`WNUA&-~KM&?ao;+EW#5#QZXK2)gr}+5<5vArD~hEUh?^VQT`hR9ns{ zC}U55WILA|>v4Dk8D7mA3qm2Y$Ev=IljL+<*v1;*0#2*RTRTlWnL5He6V_y80U$%u z4S!ciFo^79{4xIMF(B%uz9$K}d;`0q9{JUqu06#hNbuDrQndC0XL|GU;|0}ETJ*a# z!OAlIdevZ2pX_J5l{ZR*afESnj3q$wCT{0;P>^u=sg-?oJi7~hlsPua8;gDl1_w$R z27|P~eAqbzoTNW{iVBNBq6!faU4^gK9%ES>t-uu5ggu8>BdVqPL92~IdojK4;c}K2 zF5zC#O$Qt9H$vPkOrgajI)>h2M99+$=hKNd>B_z?S@Gi^{d_m;>{nD9qsHFYd+Tdt zO}Y(cgOy)E)1V&${FKO}x5*TU=r(&yMS36YUp(Sjg+m$Ys$r8GTaVa3Bs|+KMhr}0 zyIczE`<-Tt5c)@df0_x&Remd!VxHP~UqOMXeR%QsOPV&rwR=S-0naxSy3#x!(*UMp z=%Gd7`EvMemr+A0lB#0bSruT_ZZx!vto;0$RU`GFM*RB`8kNAF&L!vh-aJ{*V{*2Z zi>_vYgC6z=YVM-ftC%D(85B}R;zkn;=4v{{U%=Mp!w%& zMa#DM99)R45H~tI?Ib}Z?WjZ7#J_px96L}2>j0{0YV|>5{N`W*s?JXYTu~ucXRSM1 zWDg*jC7wg2`ZyrALat%Md-yc2F}vYkFr>n>OLgt?Y08w_<8SK@AJ&De%sLA~N$6MK zz`py26MSS<*HrYc9(zi#M%;h4Zw0O#rkpipwT{E+VRlNc@1=Lzy>rayTE~Mbq+E=A z0qwAf4oY7)1z8MFAfc5AhBheS@OHB}Z>w@d9jL@ffv9$>j*$?g3e}7y104g{MlFM{&Tf1?1NdC?JrndRk6RB7oO@mO{WBoJ~brhcyu0`bI7CbZ`Yj`RY6vWLQgoF%9|J~DN`Lw53Q zH7HpVFBr%t%>YgI2)F{LvxLHeC+&;`8n3y;1ePUTX`6>^)ce70kD(e-IzjJ`bXVu0 z{*4|3uY;#Q=C~~hU3Wtlv%rCX;HoVcVvX%8lNG=GMVP3J{(uxtd`c|S9o1Fbw9G{P5iJ$*(3{5D7yw-o4q z{Za-isZ~f&>lllq9WnvFn@^rqYX36}W+Jy2damCzu}UmLZwEQkBZ^iAu@~G6xcxpG zJUB0+$FZejCeC{w z^6bwoDfWUWQagUHZay9*g_J;$f0xt;usRsXX6KR|^j)LbU8r&i>byY)NgnYENR^p- z7?_H>xLcnaUj7Ps0#a1arpPRBAN#8KTU77?bWFNtDgYB^)O)njv*}PB?BPQ z-hjcYO)k3}9<*?84#-y5Zre8R|K_9#dgV{YlxL-bbCEzylCWSS|7{M4vqpiA_x!=B z*0MUnTlXK7bt|#beUFkrK9{h#7{x6pFt-tlZsm2bj8i=Cf_uDhmof?$N3Aq3JA$Jz(-D@M3qlJBLE-pUyybmKd{?QE80J4lcg z8Y8&`YI&Uj*n%6MrVqYkBea$s3n~_Y^E9@_g92J(!r*)d6iU{;nM^o_lRw9=`2fQV z%i<7?YGLn`-oX3qGU%LIUdOhzGjErXVYJ`)5HH1T^%I>-sc?Dq1j>sGiI~^W@0!?l z1e#gvtSQoiL9JzZQa<5P)~F0^3KHVmfQQ}FqX_Amm?E+4mi`)ZC>@LtB=}`-+>Ba{Wx_t-OU_F=bOzB)^)}g#X?aaA$(y)kL{ zE5;n~Taly0DD3pCW76v9gw9~E0}gA`@G603y~B%_a!IP|IsdQ(Dh+%X?6y3a_tG2H z#hyWQR(cic@tx9ZybnhOJJAn#J%D6!zx{o%dzntw6h@wHMIBvvD^_``$HqrPo(Mbz_G4-{2jUb{~YF4cLxrFGgRcy{eR5vQCY zs2N<$cy#_?A>Rd4tOjCTp*R|;{a+McpP$+wFM8cIeR~-b4$#kATe?{uOTPGs2E1nL+P7R->KuXb9uaO1ZG=1 zzicq+#j5)#2ANE6LSpB)#(Z{H^T* ze-oG$C!dUuty2WQJ2wCCyA#jerfy@y4CD|4!9QvShQfC8wA9pyt}e0RTrf5f9TT&v z-pkut(80k$7~$9AA|)vG*}0ZoGns2?k+89`32R(^1_&qhospv#c$NB=sA{gxD`>S@ zsR*)~w1m z6o^H}3Z@wG9=Ez0(t0+SC0a~&;n(W=U9Z`+gPy?gO#=WvJOPt5cTtd2I45JmJ_ew zgdRX|Ay85W`mkgzmuqCNv?`G&bsQsJbN0lXf!z_8kqPxRwrxHo^7r=_6WX1rVV6-< zQ~NxS%xwe+L)2hyha{zVtM@GqF|n%}X{2_Vy}-cN_V~1>-HRH$pHOrrw)$$(hZeZP zlTctUncTnI3Evl}&731SA9+^yoKE`LON{8xvj}B;zOY_&`!G1%RgV#boQ< zYNg}EO4o&#Zj|0+PZFS!bVj-8qQE_gj6aji`Zf3~V#u-eAWmmvXBY1ZNKdDPmlHk( z28PbkM;rjMuZX?k2$k z!lThXC1pAv216SQ!NJ}7Pbp(a(|i9l`z-na^xRoU(zG&w1yICXCT6Te0)o^31Bfv7 zTb@wlD2QiEF@%mm$Ak)4Zx2_#A5IxXJ!556vwy^eGb6@dho8JQ|sr+kK*(mw95KHUa14x4BPFodB~L02lAK^i%{F-WQZa? ze-`F%3QdOVhP)`g8-ITA>W*AfN1(%9N>(2*9~cLjB-cLU5v=zGMh)1Mj_)6Z=RE-gM!vGRCY9y~=dS1ZdWv>Zfs^=WW{pGsoRqH0rOc)KVSn${v zh-R*H+Ej**u$Avynka$1cHUC`nI=F6ns+lcz9*dlabbyaPS-sh#Tn$B7cr?qK6)pY zV8k64==C|71XX|gKR?#+3CvzWlCYVD$q`IYzBWV#$-kZ{*6J!~t-g8?-vcDMlBG`H$;$`U)^azv z?%R9{hVhq0%y$|Tz5aaR?7@&hobkdO_=lZ(kLtxqpm#tAO_#GC!P-5TpViTq?q6uV zJ;c(iIMYde0oO{0CkpWiB{MaL*9{iBdDkHT5?>-RvnYIT6a&h0|6{#za@|)#b8{HD zxbk4p?N3H>2*L4mM}`1&FoX9IvNc_VQfWMqACru8hN?&?a#gOtEnYgiX`~cS_S>WV zrsK!jU<&P3ChJFkoAtrePOtO%ph-QCfkM?TD3n^sDh)b9ClIryFl?bJmSo{7EpdMj zbm+l)Q6SCWW<#$jKK{W)jDDU4G{EmJj1YV13d1wzqJ-|~42U+xD4)K3mx#b?a_e({ zO_>ICpH`ZyUy`O%ks{K{UghzWY1hcyNJiV|PSjXxAU1%$k73R1EMycc)CYpsJM6e} zrWS{Xhg7=gPn6rekvwEb;0;r&-qMH#Pnw7@J0Z*O?+`wO$jtSqB3`AQ?KSRC;I0;2 zdo0!P+-lKbF|e-J2)NyT6?IlWJLtq-0luURRih~41z1t8oBZ!;tWzVIAR6S{aYBVS ztGvl^5_v%x*Fy~(OcP+tz!S$(YM>(YO7K1$xuM%KzdG5Z+BgP=Iix^)G!6PKTUE@T zlYmoVSdNg85XyR6Z9XcN4jY?_X`28pO8EZvKvXUwgv_={Nh}ff2{o%YEgv32jJ)w& zrE%DWkA)}|i;xf{7}MzoS2yS;EQJt_h{t!C?zvW_@KB_&)Yi=e3&d)&L42P;5ML5VpxDq8 zKR1Qt$AqMThE35Wa6U&PtRiX1d;DZa*$0+lq>cFBa*zJ5V}inZxI8;?ai48+#4g%z3^{ zlD^t6yi11K(PP&nBxrXw$@A$lU!R*dBY{3G_koMY!K1-t&1c%tF*X+e^hA6J;mByy zC>k`FNomMy2c%5{fM_n;GILGBLkitVZhm$^qd@x!N0<#{tqsBuF#K@z^%qgw)up9F z5Z-)O)RgJ zVz4l-xQ*}xlQ(G zLUK@D4{IayV?zqz;1d4{x&*ICyl51L-#2@l_kd&(TbuhEGQ-0o9$rIPOoOltqIM=O z^|omY&?#u@A>6#8k|Z>4p3NfiZuk3nX(zzfw{)NUdRoNwaw$G&VqD3;{RdHx6F zWJ^X+#VOsTOw+x^066kvSG51+s}{<{4?pz+lO&Km#v{|2<)bo_A^usSfZ(=3!;sB!rzx0x9?MpnlTmdNLp)AJ>^!?K?HzaT~`u?Zwp5f zhxv$_<;`jqnf=NTSCU?%I`MgH39&Fiq=cWy^4>I*x z{)e$|C2=Jey{}8;x>sJ5$kD*i_dr-EMr5V*hbZSEo@$oi0mwYWG&K`_wSgIG8!jo)775)1ylrur4`O1Ub{@~OJe)8Ym`kgIhhhIh-BND)$`%^dJ%uiD~)pW~XFnsYS zKn4uWOVp3l**PqLf(@L}e_QO;qje*eyBJjejNNwIZ0bOhF0)MEJ%_&iqY!HOKT7!s zbBV?JBb*`4LpPa^S@|#g`LO&7hlUhAk9uhhn!oBm> z*h8R>Sp{J*1WVMDd8Ibe>yI3V{#YrMW%EQtTOWK^UOYR$l*^j*zGpV(4q*Bm3WZ^3 z;A~^wW*fEx(J!3iETr4Ly*>3^1xqqMBOwUi_rRHc5vBqGN$Y79^Syo|6krgM^mH%v+b9^%ZmUrg?M$ZUgIwx`CjfJH3&uE9Ur0Mf*f-;r<9F8dzEF!;Vh#V&K~`)9Znw*izNIitqvKx+jGf&y zsDJVj`dt=z-=N;kJ`ySV{R9#iRF*)SgmTgLy(pKiuKvHYUJmtKd7~++Zfl8I|FW{?e+)g&@nOW(x~V%gf6PTi!5%&RssP$N*JU z2~&Rb5P6uF?roSdO~KR+z|>xCsc{lo;o4PJ`#`|RuH@)kRfP1G=)8`@{sb0c@uS|2 z50Wy?s-!kNMnc?Y;abP;V6C%Y#Y!==44DW%2+D8Oyw0RsuhW1qXc5sblvQ0Hp&x{y zd0O|!>GuS*FRKb<5kX>|(CP-O`MY8^ioD~B0Wn%N*(qbnDYFnb!}c83Z1??(c}5ZG z00~vb>vHkDE8KEw;iJ<@{jky4?2mX|P!*T_FT6QTO0ON*EN6%b2_K@1b`KP=UWsB0 zJU74-ms7GZ5)tu}`dqDXcmbO5pBsqNJ_r5R50sRYpos$F5x54G**)YU(K=1OT;x<@cPA z$!9l}UDVPig6YG-jDGNm=J&OG(sm4pO7hdykGwZ(fgOX7Hs?NyCLqIid z2*f%C|Gm57LIoTU{P6^+%1Qpq3BWvf#QQ!dT<;oizr>W0y)Gw(Kt)o3 z^Z|sx&qVHCwJ1#9()0Fo5=ApRpX&&5TrdlrU7O5&JV%z;KGev{s+i7Gq5R9tsAjdG z&wWyZJqTt9cIjVyy#fTj`WgrAIlU5t{unbRY2?V6N;f_`Q9edsTX$a3xzZARVWd+K zN_P_F^Ss-#ySScF7mZu3i9!OP7XaK%iZwm<3Ln=f(|H5Cm9g0Q;lvhrR5gMO7LH9J zw!US9BEY?hM|FJw2%M>ak#BybJccWdpoEe6A(lvT)BFR7(<7xGKF`9I8|nQxmPYLb z&&Uyz(e0v#n@`yNg^``<5zG%6IYw%!Ap9Asi>|3e zfKMXAc;(~Ij2uMAun92kqEVI-5r64;=B}q!-xefmn$VvPlhSF2h43VC)X*7 z3Q=J5k0e8z{At?;q+-W+`&f}$z_ z{SHQOeqLA-6aDl9Rjt2;_1!{TBSS+mlFuRms62LDXOtFQ!MIOTjeWH0CDG{G^z9~s ze;V{7CJzjYg6pep55T-_StSkCcPZ4_=qH+nvAGjjlGsD^ejf-z#FeyL@9!Ef?ptqG zS*SZ?LnYYut1{0x(m{(~D5>^HZ3l>Majx3GJ^gxk=H3C+s6pzljieWq7iGaPeBRy?%}Bakhg? zpHuz#>OqXWjOxq@66_+1G{+V1oCVIPUm%uY6mDhT=qKUro}AlDoqBkmDwL>#Pw0Y_ zLm>#TU_b{OQ=^G^%A*{su2`v_+tH6dpWK?jWB86DfUvw4DR-LnY!8BU3+C|zB>Y@6 z`xkfmTv?^iD-fkCO$P5A2|al0Wa={%H{i(R>-H}fz#U}-AL~s6GdU<=FC2Q=@7IxR zj24ugrZ%>bTOcDcQ$ey+z>QqXqvmpF=PuVmtl2e%Kx>}cgJ5pWx`X?_Z7#*?zoR87 z+8g&Vh}Mf=Wt!2;VBdMiq?*O z&1yBpY9v6jKJZ1-1jT|dgJYTr0`on~tKYnpl}Cjzcq;#QoR4g5YV-dW8pO3tD0M}H znH-<;cBJLqbTZm`E0KbLAexg}Rsj}rzPJ&<1r@o`b=wC%Zn9 zWi2hxBaSH0Zu(MQ?oY?j*&&9w`EWtdKC{5f*-Z7&uKwG>)g!iw9r{wE|Q!#`^bL zuH^|-^1hP!Tr8mtdjrZ_Pm)ILl^dAr&!}hHH(sM`=xs6cOU_R_#>M?EKqBO}(~GMZ zemtH^R zFs8{JMXpA^n!5VSKE0uYa#jBT8BN8IM+HA6ZEQ;E=0$|ECapLNO=VXFe)dNzVvyga z$T$qWmqrZ`iLK4RBXx?Y`&jVUyv6ASrSdeUCAM>=Gghff`sHGz`&|rxev5YHG1oc` z`jMgutU3&2MeI4JPC?4|+Iog#s75f$@YIPkd&W|=4tjlp3Ol($i(uRnD)|L)@d<&Q zhV87c&YJ{!JdL0epy|L&Uyx^5=6pCLh~>tV5_AHHoDJrsdy_h4gsZ>X>wn%nK_??8 zM;LT7WS$)}j3{&RqPVuU_RVzC<7d$I$TL4CoDc(|R9@!PFHE&jYXix&7V9IKxXA4r zPIeeXtdvoYh2d&jC+?aBd_ool>_UYflH3tgaDcb;$7#vTRG({;^5@s^! zrx@0bVRpX_=t=Twx8BVHyKuenqj@T~4dC`&n+*Vxi`g}p_*3fUqHbFq@wnO=A$87q z$>G^u{U56MS3=Bmyde@IdL4>0Im`@&%PDZQ!+;D zHWyQQoh#j0hMtMSCxyh)t86v9-rZa#@_($nV7may#z?88Er1ecZ&?2U`A7aB!Kr8v zkHFPN)&@{|9uMNxYDOS#@ymi)q=4=C%x&(aVpP7WlLtm>mfrF6G8#l60qhOLiUW_A zU~-@vKwV{Q#bY-I!Rv`$o!$H9c>!l17XFX=3V>ozHTflJgO;i4iLIymlQJJ_Y*h1T z0ufPR(J&J|4!vLc7`RhOpz{T;7$9Q=oB^d9P)e=vx%Zv}5b6f#OBDo&TXfQe&;7a2 zvJ*hUtE*K{M2vYT+&7-tyTb~G_wj{$8|945t**YwG}-!G(68Is+hAp!C<5AxY}7d*_$y>66lz z`BY%r<0-8vbx&XnX@{t%ebKrF-+ z6V7cp5hL9NgO^{gL=HZgtNrYS=6bl`veW2~-6{|Qn1j0e@91~GAS{7NGrFFfa_MQL zcY-#{nO@a*uA1QFP+-TabKXu&6He4ayMc z6~}m`b~u9p#>^cq<7PKudJ%dnJd=68Mf;{NGUBsQB&`n}GppehZuP|LS~Wiajp>Ue z0shG3Yx?%s=^DMommUBU@P2W9n9R@ z@CeTr>m6x<2#w89!Ak5)Y4P3Dv{0$HN8W3}OtNXB36@}RmR3Uc)83xFoDfi&aSq)M zwWoPWEm&H#v+d*{34(Ds+CaKSwtn|@Zi#-UW%Vt^w(;{SP=m{Yja5jF^UH!py|XmI zwL5@DhsEXuA|%u%puLQ;j+(VK3j$Q!@lUKm)(yV<6KS1C>G(?OdSJo;bVkOBI&I8kmE(7(Ck3Ti2srvfPvoNc0^Zf#Z%K9;^AFKA&+4`aipVbNBQR zEKiPS`!a$}$&CL)10vc{8?{9p603q=rtYb)$5EiFg@MWh(#Z!n`r(v>0m(tN-B_Zt z`7dL_sH-MynuF81^xL)~dVlmWnGcP}I!K{3nf^@7oMdXpWsY!5lc$_(_NWbBCSx`5 zl{$hT6lsX#vA6?(_bg=TdsNR$>gt|=6V`B8jt(b{ygSFs zqn^2O)7b?8dIa1YmPq|&P(OVMF%ydfy#w@cFJx6e1;d2u4wfygSFPhQ{X z_0&j0YfbeGz?^@B+_MX0j#x6$m0fhk6+UHjC)>Dwg1Xd0RgO;@oY5bo*5zjp_kR99 zXtHw9YxVR^bO_+RRIDqy2ha!R9%th3pwlT{5#@MQjMM!t^r5Wt_v!2FD+kr$ImcfD zP<8SgYE)$8DgGKz4Zk_+XQ7rk0BLInm`1}u z@)tEl*mhv&Xk1fTdcer+fDB*+Hv! zvhDKocRxPF{QSx8xWBzj+ROi|>b&JVEpe{6<}B^RYPO!QAGZIqdSI5#sx#gTW;3b> zY4(mPxpJ&6(M(nU^P1lHop>!v!v-}iu9+lW@I*Q`^nD3IiSzlq>nwOf9Yk01V6~xN z)a{WPd5pk-eJAC%u>zI$UlDgBLL&od0<#YpPqSjhQWNu+4`rn1TD%&iy@8IeWvM}v zy!4nerPm2=_sZ?>s&rgPyEjqR7H^mOCbMKy7}ICeBE{@7++C%H>xjGr3dCKbT~qxq zqV}))7KG2MLm6O^FY7LzCM*bst<%!LmOq{vIqt>igueR5VIBh_?w=}OttLxTQ$MbK zbD7XGeOBeK$s;CgAXQj$dV9V&3$oP>YMAO?1{g9ag2QxyN9c7AD)T$wxVU~^xi$XQ zH34Kxb>F+E+T?#FcE(BQioYv8lyYf49^``qosB})Gu0Jnl%8Ky#k$nfHV@ z*N+@qn(sr9$m?8KgzZ%Qm5`?W89jZk`{|Z(UW!BLwdB*0M`19G;F7kcSkyNzJDOyG z5F|^c+U`2u%^{9c?JC!6?A>7OG)&Yw{s1v8zA z@Z)}&Qf7z?HQ)YJ`$9JUlbnmRq4UO2yHnDV{daQH`37fpuLvSu#4dFM7nxg?hIDy6 zwUcEM(-d5XVK;qjaNWv5cUwO^U?VoqK{^QSIl7Hp3Y${qn3QE{{-9Q-!Z1DEfrKqAXE@qGWL0f${6e~ zH0S0seP_~B3C3DsPz5}+UHXI{s;e)X9^|oC{~Zq>UpF*U zUi5_X9v>g=(UafGlyMDo6)(OOedQ0rB3rZg?YzG*KR%-k#_I6lAXc1Cl2(GN`Qn0uT~3G1ud zN_88FLb*9P#{nq2UrNUBR*tWEH;}N9FZCTL%JbQ8TLLNvydK>k2ueQIaM{mPoOpz< zQw__Zj8>qDkjr9>F5xx1VHbJ=Y4LU}G=CJ&YgqsDV~#);10fn1e| z`$h@Uk|%@nWki)N{G&`S?$CKRKyB-MHv1Qw^z<<*)Eurq(Z;<3N3Zwjk2#L7@C7;* z5>nMf=0iNGQ07>(7#&`1mFLS~fSWmJI?rl+hpWcGyRV-htE45f5_ht-*xKsRLXG#L z$@^-P*5kJy+RnvFl(}N~5TV2vQOTQW65AbPOd7<$ys-BdsV3 z1BkS=AVUu@#L%Epf^;{6gtU^u?Mka3Ic<9;~)WxuiYksS`FjyK{y()mRzaFJtBF@STyql%e%1T+t_U@!PsQ zU#$*TR;$D~`?G#3PU~%W3dK-lZdH0-Ve(9#yKBB?_}y2-<5!LTD<#?7fD+`%3FaFV zPc!zDG};oSysHQXrJX!F*+1AmuibT;T-%3RI}J|o8B3Ib)TF%3VTfeyz#Zr|LNvX* zwCa?f{PG=DTf?f<7bJXeZ0%jOYLh|6hcvKneD}Epqp$m)Ysa3OP}b_l-(n;A7`o;h z7lt7!@$b4o&Z>?kr#{Sq3Z0Sr%1snP*%oGR)ZdqiPIb@hHq_snX1|WnIF(#K zxYfqp>Va4Ip+BmOb5Z&DxQ@0pW<@3QP&20Z?gn(sOJ{E`Py18w-PQ2jzsff{BpqOB z=2Cxu0ZWtZ8HLG{T3Te(zlOnj^6g)ltbfoBn@b)(eewSHR6%NZ^~2W;r4NzeWe(A( z^W1ZN{E`BBb(%r9x_L$zu%VFts02S^q)+(G%!}o%>Wv+cVU2_xiZvICKK|EI zRXYrkZmKcp>-&p`p1-AFCCPlQSGms$OY{%3vS+YF;rMy4mABGP@z=|;6|Up@_~1vh zE6&%BP(OPX1wT?zsQ*hyr&h;bC45vWqnE z+%JP-KTE^0e)NkYcv`}#4$Dbrm`o+n{Ix_-kLS-<4y|P?50#0xtTCta8RWH(y3O;! z2D$xl^K4-z_Iz8m^}$jj|?CM2MQ9I|wPt|04^1K** zKR^8xw*e-Zyw^&l=t2~KVG#!XhorD|A3p~8G&~-E#6!w*`Q%W+lrSt}onpNcmP5tF z9+e!LpL>cuU-e`@D5mzQ4;oL*N`D+GC^)HCzw`nLzkR6^BZq!&|L`yx*aRKHNS;M$N?!FJ(t* z?`;k<7Qv{Oa2(lq&+joD&dA8P>G(q(c$ZBwwhFiv3^|f}E8SgqjU{d0%9TEh_$X_JkWO$YP_zkP;_k~Pxe1_FGQ&@^~^i7qj6Rg}$bTg-Q6PLW7JP1Nt9P_BQ zAgt)*qO`j#x%fP1Iy8@LE{mJFlV(Ij8PcsWm0gjZ2d}MnOdoNLU@93KBkk`?Cj0 z>cl-clzQs$DLOwV8ftkfXhhr!kkq3#iOo2PpCA8F^%(I!*o%Do_S<-b*$+1A`5n=B z+IOsu$Z|LLv684U_ebp=j~%9vy9%>PFQ6KC>I9Kt=Ipas*^f2kSVMApc9NEsk%j@> z3`znG;~-FVHc%rt^1A-~c6+GMJPauqbaD)4U+M<4NPwsIp-!rD^d%i}Uf!=>`&*A( z7LiERlcifM>M&iBF36B6wN&zbxPYS@x4pYKR6GQ&V6q{x&iPhJHIZoF#H~Zn7ec6J z1G`#PD!>OW-^M)U(u+d?3%gc-ayzRPs7GjX8nkJ*{}Z z>L{FVRI8C6#3`g%ag?m2jN>+dM&)ZA%}N*VbVFa|Qvk*u_GZWuu+7F17e(^aTVffMTW%fin?N zvH|CFdC^qemd zofsnfTpX<&LNa@Ic!y=0UJZ%De;HkN-v%)rxMb+%X>}}hd%TM5?NRB6dBNv6 ze;y#~G30|uvaby~JSfFc0f?-dzf-xx5O~$R@=dtz6gI@~>zMv_8jLRu?&D4!1IGNU zrgh80RwU`7(6=9!mv!RHN7PBiqwMwKKg$tP0cl9NG>m4ZSmucDE-R zjfr<^-&mAB`b=kO*V4xJJ?8MV~c7=Uu!hZH>SB{L}Y#p^VV zENP#z>dn^M*xy+$|3b{lts3;d>0bElTXP!Ld{4 z3ir+&Tm1I?G!Pnp^$4<`nDdKV`- zHtGo?KJQpYN|J_Nr03Cio>&__LDS1xrH_K1KQy;I{|z>e`v-F_>1^o z!!u_tXXTXf1owCLc>(byoXBrjCgPgbjVgjRcp@~;jT}+bM24CRu5b$R+t}6V+}9i| zvk2nbbIYFPk2QJIZhVlDt-{Q?Yz#`qbfNT0c(W`a(fl z*_TYX%S!wzdy!=+vR1SX@WpGMNs zIZ;X(Q%snxvCXkFC{HggtkT}r-FMt&%H|>Q;x5kIp^8DfLu31|`d60jlG;Nqk*HAg za3MLykMMI@%`xvp zfdP(;bqFOQqA7kkAN=`x`q6Vq77j8yXYEJTQdog=?u4G`a3iHaC2gCLL4_-FiE(O*^iz%cJf@FvDa1|i^tE~Q8DSx z&@HX(SH?ZB=xa$4gWQf-nkv@bO$WiJ08Xh>tqS=;h4ZfX+z4b48p@F2)dkSa$OgRZ zU!mkPg9s*hO634}z^~8j4{c_?X6DzEYdjXu(x0kwHq3-7wO&V%27_|-va9XA;JthQ zV0T7pcHHeNXjtvlsZ;mvPdrXH>G#Dt+m%3$pQqhDf@htap3`*Yz zG%#HzLA;#s&W?8F>0!=#)0udmX2v8pvBku?wpM2{v8(&0~JUxP(e1uySE7+Y%%;Akqwe3AwcD zM?jz$F3!drMC~LTlq>uCq$)G$_+6F?>pnxql$fh;2n1kw5R1g%W!1RH5^igG5I+VH zcvLY()vN+;Ud{$&V~M^2&dk-s-05U`xgL5=q$Dn{f>uCFrBDO=B?R4*x#SN!;?K)a z>W6>!P%#hqpR+TlUZ={QBTJw6)7o4eY~G2?s}CvU1R&d4%TcKazH$z0*&24-A)t2W zsb&G!s7r#&^udo0!7LX`=rtyI`IqCPYe(fxwaLvMJsJW;&fYv5l<{Ceo1`Uj z{zvd(diPADRb{nK@ECvn^2OFEL(8nneRIkAU~dxxHpE5agY7856`Ks5$9jFqoBv)vG+OEysn{<812AQe_T!h4GEFxfaYW=oSgME{6DT<0*59X1gC zuI|}q87tG#(Txba-&Zl06o71bV4}px*%XQ5#?aOOG8d&U-`}g;DtRd@2)iuoB zS$n;~^nBMoAf51||2!m8*HL|2`q>l>-Q8MDBWplCGEi(IwugYi6{(Br9qMIjY|VX+ zF($yf&?#H+eDne$OZ+~`eyWKqG4}@-Lt>Q4N|8xo?&B;-CfZThBVA%nbCaE196juC zYpy8_?gA*HzBrV#wE;83lBJt#BpAHjEi~9L*jB}uJ7x;$a)~t!{KbVjO^eN<$Sa|T zQYQQmHcMU3fchdC>=81QrN#%YpI9aS%Ds)DB_{EM)GxY zp2e|){bD+8(CP}}X}CjWQ7NlRynFd>BTjv#WGxnuLb}@AxcidyK+8Gypn#T_mV@X1 zG12s0EU!+AtD9R{OQO`6r_CQijaM2k;FqVyq7-LhZ(7HM^(YEMi@gsK0>-1Dg`H*l z=(e$79>JrX5A}hltC4!xJ@jCr07JWrp+t$+C=SRh z|6sfsb4}(UVj<}Rn~)pfbZ)E5q^Zvn~MFp00x|Q^>_B`=h29} z^(UE~8pMoE46DWAa8iGh@r?wos7u8@UNnebNW4Y4x;YNm3Vxs4Dm2GKRghL~l_2$S z?m#h>c3%Q7_Jb(H>12XO$XRec#-6w!Im}=Y$!gi3mlQCpPTvn4^pgu7KcB}tb}E#1 zD$c%EJX|*Z>g=!sdoP$f>56uQLjSm=%@w+Kd`VpA11UM|<_De=WY6b**JZs&Sw+;J zk00TSK>XaS{1xucicSw5=lUo)SM?Sg7vU~O{yqvz!8rfJI2_O<3& zWfzSC>UT^ol9GSED0pa@xmV(tL>LKWwsoA<(<3>##NZ!2xHJC4)LUMgS0~?1h&J2e z@ZGx0J!*wj-0^&+M%aZKlUIPVWWZZRh+)MjLLd{8v*mai%SIY~`uzmwyKbYW<44N( zx93OfHp*R=NpRXmtDfniG!0eTE~8S)a*m{`$)YYC-2o}H0UsYj;D)iTKVSUi)bN_) z{3Rdj-<-EpiMe4{3wu#YWxhXXi?kKKb&?FP z$U6EVh6aN#tCVpsdD+uZ+cU@)8;>9s~gZSd8J=qhhjA=}G{Aqe}vLD*|Tk0A*Mf4CbeSej| zo%nz~D7#d(kQ~m)YwH1L@k#)JGvVoHh6Ip+q>aGXs5)LG`3xO{rxHQcXm9VPXC#E| zx3g07k$cb{PjZ^X0eqeQ5*nj0)3aP?9XcYvby72~Q34i1h|Hv@}_tmKs_W3SSz27DKzQ;=LVTQPeLdz+E_q7V~9s@7eU z8}~@a#4q1v+ghFRz!CuOpGl`f^_3JF@XgbYK=E1l`v2y^f>Ske<;0i2b}3oGn*OG) zsKs4`7{N)`TSaP+szH~0bhA>n1GaN^9^g7rZX#f?)pbz1wlLx{R%BG^R_dlti*cA~ zb>hY;-bM8BhEyMFBUQz3J^lGU%n(tYD`C15Z(0wQ>~pag|JJ_<$4o5)H6YV68~{>B z7?3Z^TA`>VVKM!L#bhTBi|KX1QV4g}Mqn~&rFf}E98-KhK0pG{J6j5lcQ(~~&hvvs zSy}EJ+*6jJ+Mu{_oP8-!^*b4?er#$Tn=rY}t&%%dOhr=yB#Z9!`%kL2Qt9-|bd$5~ zzSr|#n@3;}0L1!5XW~rZyv#pqQ*xNdP>Y6T_N z6XvJ?bH=@LtnPb~sZR{;$qF&i-g{HP-xL=*$EiOS-Wq8jK;$a6<0Jp9C|zx<8hy?8 zbJ~5p>LY53glAMAw^eUY?dSX`zZRF~7lL~_xt+z|3ufLQ?A<@dYgA-1&AU=nZMKs0 zcI$eH4J`9$iiV)GGiK0su_pU|&8wwP``9c%?^IvThNJumh^P(lyoKr5C(cg)&H47f zzx{$5bKBzv4d%A=1T6*73>Oiyg@Qk{SV5lQt}tOK*X&bs?Jo!Ypw{g~7f0 zM{+BiuV0DgeTPIQz>?mWdo0{xc>k}}iX zPxM&v{|_Boo}g9xS*j8_`s|MUwW}b(k>Qvb-|p%Av;#0W%sa;Z6#eD1&~N){vKPw9B3v05|P@kZ!o- zB6`2dpP!HO3w8A6=jU5N7i(u&xI?hdXO>3b*a^eZVss7ce1pzhuLu3))SPX`1%JW# zWcgpeKW_?Pvuy7e0P`Wuss(#Sz0vizWUWr9p(FYN5JU^(+GanfMM4ju0}KxzenR)N zY?#*5^8%Wua6jBp*6O^1BS6di$%-bU5oDu$|*y&HdV`Uy#haeK2!^XG7?a5aT z+Oz4Jv}#K=a@#v?E(z1Qy^>y_d$&3%1JJ}c4P89wTeB)r1;d(q9#@cMKt;(-$*X|Z zRFmlGX$7@Gf)brpN<{7~bK@2Kw~O1P4u)IB=C9}mCPV_%6>uII*Y|5kxf5*NEs1bvxWSgjk2063x%B5# z4PVH3u?WN2K7R4%z`$64y}5T!MWAmwA(ZVk1;v{bRj%&)7c&!`K<VauH^bs&K=yMMC_QTe0IaDoAhDa?) zk#6L&&>ylRkH1Z_=xNe=TJ^rm;6<#4l~JA7n--@BIxv=wz#gC)#9lhlBgn};;dAl6 zzS7WnVH%C2s`5`D#plBs^|~ZTlmM7dlWC99|GEu z;g$6rCK?1~`AOC;0VGKmeE4c*h4M+rtC+})XfZqJ>kFG|z4xX!vSp&uurfz1ud)tg z3T2{y6d9=7lb>V}F^lycuqa?jd}Mu;ly@_Vly{AxDcs=LE$&l*hF}ANWGK&^Jc{f=*)3DOV1RQ1qf43m{hha<1lZVllCHcKl~unn%j zg`GS0V2#=wW>7x&&>m2;L9UP?G zbRpr2c--t4H>_LpqJx_Y#Lipjz5ZmKZB^GvV~-zcOK_UKxj3pvn$AMX%>_9G8vAo7 zke?0t_VFX{-C;yi;atYLxkjIZ*%LrU*Vr7TK{&7r^OQ1+Iq%|fSE)3|DZ`IoyY`}= zYT4^A#X|Y_AAGdPXWy$P!p5n9jZ^nk@w(byUsqevFJ=~5x%_NVY2;DtLz|)%?XPSv+ti!O@G9LUe>Sj;_2pkqH<7O&(DAsO20;W*dJLsbVYpcnUGX*Mg+HUJ&AAl z{?4XZEc%M~&L%Tvy^+~cBCk|PO1QCUnztmUyEcX|6BCp&=UT7VKYi=1-TVH%$Ghb^ zi=@Ia7x6dRv{@xveO4OZ{j}PovGecp8~Wc&nMYQcCw`x_oXUzQE{nIsZ1GIlSEth7 zxjIV3Mn!Nt1b#QlQc=lLuiP~jepQlMdP>C1=1T00O+n>+7eNu&@Nz>R?M%&%POqT{ z5p!Dk`UK0E`tyrG_!(o7+>~TBfZf?#Zi_Fedaav*uCwUPHfP{of zOBPF-0anZPo_8yATOROb@9Y`I{nyq+G!ZR#AU?A!LX&E$w5Es_7sVQTr1xUJEWeZ(}Xe|IK|^PAWA3BaM^B106T~|P4LdsN(nQ%v6G~S2)YQTD zB-usq*Bux6HDpuXa`fc6$0Ow~#Vb>LX148P4@v}?5!%sC`!pRaVqRF7#Qf0aKi~+m zBqLrS(VG{Ir)g>OcQt1@@AppO>YCFy3KDl#1yr?|wB zx>@A>LSKJgN&lX+8;Q?-M;Nm=B_?ieCY&{r6Nzsf3{6Y?zC3THvduo2dImGR?(J3H zK@u1-mn7nU2%zky7Nj1BsukR2VH7i5o-?r)kV0pka|kT`{F~vx*lyQEm>{Q`zISfe zyWQ)cjd^GPm3i-kkJ-Frc7e89=0mY~`&P{WgO>y5-`(`S9uIZkQ2*#huy5!m)rngV zdRE`tNU#$B)$#pGl9LKArYbPt9j|6ipf#qVCUsQes|3cxP{8+i1;6p>-)~X-l#1-ZTBn2S%oq2OTvriCx{OZ+qLlPe?!U#^*scl2^{_ zmK*SYL(u1(s|=|9;&YigYe)3)Ap;5|_|wD8DAMo;zd8g{!%s%!A?`2kFq?4pT^K#_cZ=7iyqkBnU$<4aH`^~!%Om5v{9ZGq&ZW{a zi1b9fmb$_RhUHxw&-%5(%V{_5({#4=dvo?~9_XQb`RrDoc&qU8>TcP(O^k0cmirOu zE=Y`ujkecUGIhqVT;pu7D&Obi)g@-fZ|e&bLqn<3bP1n+sy>&*&UwyW)JMpt76Fzm zg2obMKL`N=RsBtoe3qbTC&t>8HTvg5eLVyz<@YMpRnU5jwT&8`zjNv^#ZwUCex2w2 z@*9Lt6z}vZ{0YevoZiGKwy>k@<%9PuGDU^9de88)%{RO3=-D4!=Er{JY{zw~Y4~cU zpDpIvR0vhx-*y)@$QJlo;o35%Wa z`q|!%6-HGXh0CvaXo~p;#}n{BL=U=ETQ-B+dIyX9R8dyGWuKCNQ~~?)yjBM)WGl$+ zHb4+R@W-iJ-)j4yh<-vz`Fe`4rJNk=Ddq0+;It^LpX12Z&cii>4%5#af~C);3@EK; zpKKBz9;BJuq=Y0#rw)sD^{S1URo+cBS_6S#dQPQ`uN~kG@I-#dOP3DJ+b1MNE>jkfL@jI}W7XouL0Kl`=R8xfN z)Ab*)H-#)8K4?0}xUtXo|4iC(VkJ3bZS)oUU5kqU9bx__~b>;>~akHadv;-i&7@DvR0d6|` zvK^?P#V$1|r)x@{Nc%Nt#dgabq^t{|6tE95sp?HppmU#zcQNo3SU=mmT5LV^Fwt`( zdS?|>Lz4q2kk7azD>>D4clQCQHuEwjW-cJZ`5o2dPBCD|tW)%Pqlmtv-BV`D5{ng^<=Sx)+QQF}fUVYvEJcmwv{CqF)v z76Ok0u5789s%$6o190{}6W8xV`2*(j#OHYrSv z_AayyF9ey+LJT)s(Z0BDU7SSy&$EE!)&+Ss@kiP|T z4+X0&JoR<}!6GR0UPLVq>A~nt&Ntgt{j0Wv#?jSO4a;L;)~g8`cE34#r}G(mSBW)3 zg;bVF*%_*?TGoW-^Lh{-V#Gu2XMZ!0%yy~z;$KFeBvV&RsjlU44d7@;LOR3k4+T|sb*s%1U_oXV}O zBHsfIJ|1kfc`w8{wAzJe;<`h3JNLv~iCk@CMV3)v>fmg3P7}%eSUL9`zTxYr_kkyq zs54MN;vJWNK}QTLQBhHwxKKmf1bR`Bk{^XrXgBoQnu6lO>r(O)1V3Vdl5OSZ#8t;- zx}Ts1h}`VEX7upAm^=qxiK3y^Ry^)$p_ZI+rjbH-Ke{FDZj-UBWe4w9tKJW*gr2&Vg%r**y@;a`$K#Da3(}#t znqY`s-6x6^+g2nm+*BR2Dqx9!gkf6ZQvb*x_MXBJ(LZkm{6CP-$Qg$iqFk%0`_U4D zJzJrEVO*M-N!wMxg|GPWc`gE`XS)iw90i2AC>m-ZR5;!JCN_h?8^s7E!i zy&)!kq+42ubL!t(fc(vuPkAP$|BU@r?XXZBtSf%Idwlz*D|;tofD5nBrecC$m+N;` z3$@by(xQKt8OvZLb;7;3_=u^uguyMZr;p}6Fp3GEmj`as2S@c=tZz<}TsL%f#$TC} zT)s<+yN1s>?L~y9cTwnimep64FL7FW;4JLc3z=I^_H~Qu^XBw7IW$dOEU;E`?(Z&t zSW0xR%zANNxbTB^x=~f$eYssvs3PYQq>f|ZxCgp1)-ZQ*TP zrHVCl8FA9dKywTM1V@K~>oI)F)il&_k?5}iq?PJrwMr1)psX^a4k)gpqPY3;0d?j_ zp)*3fcZSBOF*FBnY7ZeB{%J6zJMNbCex}c)_scF`734^zeobyOD3mVu@VqLqXBi)s zy*?H@(`!6fijCT{{q86p?$Ewn>5<<8J|y(%7pwW?^Ba3_6RnoFJ)Nh; zJqdP+wYOGOS1k7?gCdDST~L8c_S5THO+`83q%pttd1CDwn%VGjkzelc*UKWH(JncA zF1;r-Y~tID?ELLf_f1>fC|?OZkI;ek@-&8b=`fkVS<3cIQ>|T>*GNPJLQFczA!;+4MQ*@uTI_sKrN{F%mb|m-I-MJuKqu5n+74YTZ;t%=a^{7Z08iRw;g| zBb2>)om1pKo)M(B8S3?G*=IJ}?CO4C3~WU>h}%T%5efZnGY z@sg8pe0M55OG|Le6hEO(n+YVtk*4zs9F0j3Y;J9?-KP16HfyBw(=912BEI$1IT4fU z-IV}|-``&F3u!FY(y2Lq*Cg&<1Hq2i9RVXaZ~v0PNPk4?QzJd@`ZILoTC9@QtnFhF zccdYD(NPq7x9zO_$;pH3%y(WaUJP(4(OisMQ;;(GI<_?eL-s<+)Y4mJet7L_V=w>- z{hwYuj2^mXXpPrS%(nZ?4P{e~`qKfb2S_o#5JhwR3WA2&$z!shZt7XQH>7ZaGNZA$ zIj=h!qwL$R=9O74B#BSLKN)@m3B@E;$maR3F6KDfd%xw+@p)PMws<_vIcq$F87i00 zf!|P6WSr|_+~vUT%)FNVNFhy_Xdm%4hMU3W*U6n_z>82Fi5L*z4Ax`Z-7rTl|*ZPL@hy1^#sR9yCP|p=8Xf%jI)14ZS5sGL~(?v<(+H z=c=5&In?V}-4U~9`FJtcVhT;m(GwYHY!hLj?f7Tr&1~!$@q8J5O;q@ng_ZfAJhWq5 zz4Tdw>G=TB*i~(19@>YiI}FC3;tl3f?h3^({DuZU4cWsu5Je>{N3M|})$g;!Gbd*k z48fs5%}BQ8oqpTG_lS6WI4kIMc*E2APq~?LaSVv zDA56M))ISA?pB}c3KQn}((=0UDWz@9_u(};&h*FyB;SsG6u2IoHIHWGAavg#ZRi%~ zGtO{cV8kdgH8m5Zs(yF1sG(Z-Ff*7zOrN;82&LArPPZ5R)yr3f7psg{0+q0Nn?LBX zx3&~?NCsyxH-8B;jWDEh2N5kk@NA5HOMLTmNViRK)>k|dU#g{$NWNxx#b{3Hv)yK* zyWtv!%QCZzk%Q#SuU3H6#L6WM1+Tm!DMGWbb{^*8ppt2(%%>F(kJ!QX?QdJTqM;K~!?|U3{(FW{z zUK?DxYlRxZ39{!*QnfDMd`727xdHZ$#;H)fsLUTQTs7%|9q3^WOD7zT>z~dl?Sfr6l+>r zI@)_?seh31C&+5-Xv~d|p4hRP_gRdrx;T<~GsgllBqCIe=TudiMa{%@m+YZ;r~6iH za&{q$`~L8J=jlBRUW~yIE~nQG>mDjIdA(>5GHqd@a7Spi?~4Vyu7l_K(Lcmx^}ANI zn@YLLqJ3eccnU#ichyjT%3Xq@G2ShG zP%AS6-}T4W2wo;fV7w3wpz%4Pkn4(>JIDeFAlu?!RCg+dO9#xNjNCHf!TQHIxa)*e8{L0MAfrE0eRP$U|SXhgc zjEaK>Rk8&xgYRD6M?*-JbvK8Pp1?&;7-28eqdlmxS@h#8k6{Td0VXx!b^H*k0r?73 zP+#>uG?%2o+H4v-W%~Pyje=a?&^Px&zjH6>0eeaD%PR%>xRTX_|577*bNvQ|$RcDx zMGmc^4S?IstMYZ5`(@sqvOIIl(&lNmv$4gG@cOv^V%-Qy`V$3h*Mvtp`lLSrZ42I%rt z`m0V~)~aq0ckKeadJN1&vboS{C1tvA$70?Yjh4h3?C*JW<=ob&lb(H|sEdF&8#!t& zoa>7tC2b5oPlm;>3a{tckJO;roF*=uAPWI*i%MBi=ioLMm|juB+=^N6H$a}(htl6l zq)va#HNr_VZ7HTA$iY!Zd0B|Tq#8PA#tULf?H@dE({&8TwJ8a1>F2fS7WN=iIUCW( z9Q+{m=Ha0hv>35sM;eeY}AWb%OS|TYJ$4rhsE^8_p4NU*Wb{)l(GHKb5{e^MZXXC z^u>aIlY37l4KUg$)L9WpfC)$O2w!SdX#iN~R2Ho(k zqh2v|vqy$+%qSgMGh}LB1)Zk#uZg;xs;FG<6(uKGZ2=_}Q}q3(o+<}?rP@Un+EMoJ z-o7;fi9#V{a|58rvjTCZ4U7Jh1Fj-@PZp&Q#!VXGN3|0uAz*wH0HDD65Ax4)K+s%n zccfz^>)}sFX!crvYQj)?oWmtMIXmF)z-z=_<^J7MT-J>sb ze-+oD{n0*sarCt`C1NzAmS>@3fNVvB_~)N&M=2(QdvOtt<)Qj9(i#{+9`3SRX@!*J zq52DBovE#>;Olw{LJM4j_M=vsi|`K$XE8o_AOf1~tLgVwAM4Fy4O4pS%`;r5l`}^| zFs$C)k;_z+J|Jrd&3u$1b%R3g_+ihS9%}uLe6~P@sW=87 zetPf0^l1k2WT=X&YCsNR4b^=l*cTyK7J-@x{Pb2Vs^!j$`CyLFzrD^1_d}S%ZQH4? zTRB;Xtr2usYYE;%)!x;}B3{d!cS_uEuTWyu-zadQyk?IS{z$2c%(V1-c7&DpVQYIP zO--JBn_T`c1uo)}n?CakfnSSl~z83KyXU~TMzW9PnWVQQpnYKy`iQ56W;aT zj{r~O#|i^YKHlZzLE~3Q(GTY$BGO23o8xu|8;l`UGu&vh0KePCXAZi%6v9oDB@`fh zB|x2t?4$)Sx(PSt=o)+WKnMPW@)EbmPC5R{HFQ@|@rZLQqDBD>bvosAODs8CWn!g5 zkOpw8|MdVIDzM-?@sxD)oR=)hW!uJHi$ z(s;sT=oq5Jv4*lTbRKxXKgc60I^drU*8Y}Pr!LrloZi+45%=)7sB4&vc^_0Fejeve z18Tss<49(Y`6Lw@F!)+{g8-5~a{{KwSb6QwUJh$K7q9VI{ z2_B5K^v3x_%@enL)o%H3~q+F^5|4WJ~d`$XJ6Ue1RLcDbZG-|5O{AM zB5eZb3=z3jk@Zk72v;Ar-C7MqEb}NsZbEw>z?ySTv!aShT8I~J1bT?7hC`L6(2n$B zVH7Z0NN&~o<^?yCrzWpMGjdWrXs7f};BVUu7B+$_V7i_#XpFm|$!xYywppfe<$s)y z%hT`Wk-i-FVD~JRe1B7bd|2^Q@-5>dJDiZ@z-$)5LLG$vUI^DzwafN~UI)7Os*S6? zdO>M*%R&9Q_g~h>D7Ki;&0-)@;qF{{l5y*2}KSTs!3n2f@LmH(d zK)%L?XX8m$uA7EDN*8X~yPYbtjuTsznlSX%Jwb#mG)*Nw;_^>4d?wYDXM5o6Cqr4)!=7*Q)wmNOMZ1KxTzXAPiP{x^tGX&v$o6iEO95 zf0g$4O{q;`>`;8)+8Q zNy9MW`0eB2e<^H>)Y(WLSW5usQl$_Dn!66%ZL$a`wmnuJt7slcD_x~|2K3Go`#F|3 zI4LV&*!n5UAO{^_Xn6uHca*Za_ryx=;Cd!iNriI?Z@CAR&BJlqw3mt?ooZ{8jQ@GM zc{QSn+Y8I)D+RuDRq%YbF{=8FE_FZF}%^8`vy?I)jLb#;@<iq4$VoD2sMRkdUF=@B3}Zc7<+hlQ$Re}NlYFHzFdfar;;%`mB^+5*9U&zrQ` zSgQ4z$;lEsMQ3iD(meYoy!=%{BTVa?eyXjmFG2s@AKA$MXi~fuoX$yo0{iut0=EzD z8=5?lJjCMB36@*^{&dD+_qL#i+ai+LgT>5sBMku35K@3IsRcP;#Io7}yakwG9U0YN6_+N3@! zJ9M4{*U$o*J%V|wxO(pdv99>cKNccu4pP*(ZAE*CP|CgNN7HPlcxD7N_e9Bu3-PuBv;U$gKFMN%HK!Xl*^C)vW;zZD8 zrd)O3J^xr$Lxm5!0vquM;D$EbD(YyJx^GTYW?+Mk@9tCx4wa>~2J{m58$EY_-_5j& z_}HroyZSeb<`wRR9GYeO-RuiFB@2GQI6*X3?40~xKwLzdFuy-5z8;^FBBIBZlpKQzy$>8q4tOQL zQqubqpcP|Twaw1Y!?ZHz%kZ*3==ydGHMV!0 zuoFOF7P1hz&7OpJ=V*eqWeaQtT5BFqkmUS!Bj^_`ygF;cb(QFZ&^9W3s1OBm?#~J| z`ieo_3U9wR1iP$f;&@4Lod0FA?RbdIB>N4)+hOG=^v<+Jt@JqNe?SXd;wXkJ>BIQ- zmec=y*e_7}qr6U>z8!}IHg&^n#1YmQ2Tf;VUuuEdE`E3gb$=^>55>dnt1g4OW(5*w z@TkicqyMdN&X9~^55&c032uXvWx*^oITbDgGJ)pIc6GfqG{h-79kGjcAd|Iu!}BmV z{VHXuiG|e>IwF4S$PQw`#5?T6odJ&Dqm*MMJ7re2`z7v2Bak|L5cW zK#=XxqWfl7@34llvGVb?#6L@?xNwk)T}G0(te!Q{H;Zc|Coj-q5JmKZhY!VQ;Le*5 z!$a((RF&9iReG%(k?7rUFD_zFlI$^Ys6*o^cEDqq4Hmms% zwloBuF-6qeP9@#Ja_{7n6@aWfA?Tk4Z0~4~n|`@7L8(JCSKFYcO0cz^G2k?U? zRW~GqFv?XBH*~$T1&MfyLddI<)zgIL=oN^XTCu&dLM^q%SoLhj?G(0epwqKJuf%nj&`#FH_zvNJIFXs?wHL||0Cn{(}!Xx-H`bxqa`^TH`y+S zzg$>KIC>BoBzzN8Qk}ga+w&Ps{&vocPcOd~KZsQ4M^CXVm??p zw;LIImOH(94OL;co*IRAi>l!#&WW^F?QdJ^&MP_1e zf(BaAlW*C3A=O{54Mz(^+yOq{rR)bEUYloq1+kTut1W`>rx0>deI(b&E@-t+lg#|f zRB8%s+ni)tnKE>USX5N!4{?cWmo8oUF~jRa060i>gB!1IuO!pzBKAQpa-*KFco++N z*FIS>P2R!^#mz}^~9?rvgAJ299U()T9+&l`iLHmoaBibSqKJhzv z5vRNpEnF4O?d>glyL9MV%;{=qfb0Ch5?)M2Jxx+kFeBqo`P_4E6$dCbj+{iTYX5RQ z@Y(q!Y22Zc`Q-9*2Icwgj4&mKaILU@i;=RTEdNxWgMF3x%dY88fpP&*V$^!f(*1M7 zRbj$^7%<&octOs_M@Bz&16UJXDJ2?NF(F$}2JsVAxc$WjenOuCXAR80N{9h1hE_E6 z4hRq&Q4ib>M!JxtEeUli9ut)rP?$XJzKm$XxCzwGaiKTZxH{9g!o(R^Y!G zIM`o4h+#|X4j)X*ogIL$vrv37T;`Oe6xQ7@B+1Y;R$})d;11HQ0O_=Xa{b=|KKzDV zee_!#&il>mwCh4aYW7OmMK^I)UFKoX_8=c@9Z2_@kz4TBjH+UwR=}Fqo9>EPrhmRS zKl0xCr|!_zKzFY?jDa_?r_|w*I|NTd$J2b*$otzu##M9wnMD~P5D_^75z(mMYWE{d z{NkN0A86xH37`3A#+?M|maj~ZJ1aFAGH|@V$$$@zWNI`39z@l`X>zxv6}Zw}XU0pkUM6r{ zt6P_lD&Q6{b_D@hU|?O`$k($d1$fAocbl?*BT9R$%e?^piWP+&xRGD3aCLt4%ou@_@mIA zrAZBVOr4adcvS<#@0-lsM+A^N?E>t;wteA-6F!Dkz$3jDCCf^F7&zHIT^vJT^;!orFripP zq%4yl=y%|NhE3fa-o^!-3QSFIM_c6-4%B@+pk(NRh)qV0BaA>V$>opaX~8jz5rKW$AKo_#N^4=JhT8Tjv8$5=05%L%?AZ(Y!}r#J95mH~6{B zRUQEjg+1Ky^x%=b-VcD+;+ejUk5AUGF4vU=uG&M4YwYm@u95gEn(}9!;spCsuFUo& zFD9fPJMW&7SHv#r#l>CxAyuug^60yvLp z(*j^^Au^@^r|g5ZoLvl3TWvOn@BnwgBm8Ly+GYLO`wYwC znGOqPxn8u1J0^A?KDPL{TG{}(NFR}ET||Kq7oyAF+!@Ynhs2x*9Af(PWRoFqMg(C#f(bk_5SuXY47R{AE|SlIr~dFG zOhGogViGWxCZ9eAJlYPMPJ!q**o1+h>JJ+FExIXTf)d1VLz22};cOHY4?KZIrN5qZ zGidQKrV?;rf+-9PHXBc1LOq$93_Royn@->%u-Jrw=g+7E!`o(O4v!Ra6eA4TcvKFn zfdU^?fCKjG(|bXu@*$MNnZQT{o^FH9&e2E&)d-`Jh@8)0xoXXnTVQ0}yz+`njxgN@xNA7Rl?; From d92390bfdea35046004930035c0bc3857784a7a3 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sun, 13 Oct 2024 16:46:20 +0200 Subject: [PATCH 17/19] Updated width --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4248611..a634689 100644 --- a/README.md +++ b/README.md @@ -34,8 +34,8 @@
- - + +
Model2Vec is a technique to turn any sentence transformer into a really small fast model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance. See our results [here](#classification-and-speed-benchmarks), or dive in to see how it works. From bfb92bcd3ee19a340fb8f6bc182645db96ebffb3 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sat, 2 Nov 2024 09:33:56 +0100 Subject: [PATCH 18/19] Resolved conflict --- README.md | 65 ------------------------------------------------------- 1 file changed, 65 deletions(-) diff --git a/README.md b/README.md index 5601d13..c593d9c 100644 --- a/README.md +++ b/README.md @@ -38,11 +38,8 @@ -<<<<<<< HEAD -======= Model2Vec is a technique to turn any sentence transformer into a really small static model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance. See our results [here](results/README.md), or dive in to see how it works. ->>>>>>> 54a64605fb896b247d8fbb9917d89059210aa28f ## Updates & Announcements @@ -168,15 +165,9 @@ Our flagship POTION models are pre-trained using [Tokenlearn](https://github.com ## Usage -<<<<<<< HEAD - -### Distilling a Model2Vec model - -======= ### Distillation ->>>>>>> 54a64605fb896b247d8fbb9917d89059210aa28f
Distilling from a Sentence Transformer
@@ -263,32 +254,6 @@ m2v_model.push_to_hub("my_organization/my_model", token=" - -
- Distilling via CLI -
- -We also provide a command line interface for distillation. Note that `vocab.txt` should be a file with one word per line. -```bash -python3 -m model2vec.distill --model-name BAAI/bge-base-en-v1.5 --vocabulary-path vocab.txt --device mps --save-path model2vec_model -``` - -
- -### Inference with Model2Vec - -
- Inference a pretrained model -======= ```python m2v_model = distill(model_name=model_name, vocabulary=vocabulary, use_subword=False) @@ -302,7 +267,6 @@ m2v_model = distill(model_name=model_name, vocabulary=vocabulary, use_subword=Fa
Inference using pretrained model ->>>>>>> 54a64605fb896b247d8fbb9917d89059210aa28f
Inference works as follows. The example shows one of our own models, but you can also just load a local one, or another one from the hub. @@ -324,11 +288,7 @@ token_embeddings = model.encode_as_sequence(["It's dangerous to go alone!", "It'
-<<<<<<< HEAD - Inference with the Sentence Transformers library -======= Inference using the Sentence Transformers library ->>>>>>> 54a64605fb896b247d8fbb9917d89059210aa28f
The following code snippet shows how to use a Model2Vec model in the [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) library. This is useful if you want to use the model in a Sentence Transformers pipeline. @@ -338,28 +298,17 @@ from sentence_transformers import SentenceTransformer from sentence_transformers.models import StaticEmbedding # Initialize a StaticEmbedding module -<<<<<<< HEAD -static_embedding = StaticEmbedding.from_model2vec("minishlab/M2V_base_output") -======= static_embedding = StaticEmbedding.from_model2vec("minishlab/potion-base-8M") ->>>>>>> 54a64605fb896b247d8fbb9917d89059210aa28f model = SentenceTransformer(modules=[static_embedding]) embeddings = model.encode(["It's dangerous to go alone!", "It's a secret to everybody."]) ```
-<<<<<<< HEAD - -### Evaluating a Model2Vec model - - -======= ### Evaluation ->>>>>>> 54a64605fb896b247d8fbb9917d89059210aa28f
Installation
@@ -413,26 +362,12 @@ print(make_leaderboard(task_scores)) Sentence Transformers
-<<<<<<< HEAD -We provide a number of models that can be used out of the box. These models are available on the [HuggingFace hub](https://huggingface.co/collections/minishlab/model2vec-base-models-66fd9dd9b7c3b3c0f25ca90e) and can be loaded using the `from_pretrained` method. The models are listed below. - -| Model | Language | Vocab | Sentence Transformer | Tokenizer Type | Params | -|------------------------|-------------|------------------|----------------------|----------------|--------------| -| [M2V_base_glove](https://huggingface.co/minishlab/M2V_base_glove) | English | GloVe | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | Word-level | 102M | -| [M2V_base_output](https://huggingface.co/minishlab/M2V_base_output) | English | Output | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | Subword | 7.5M | -| [M2V_base_glove_subword](https://huggingface.co/minishlab/M2V_base_glove_subword) | English | Output + GloVe | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | Subword | 103M | -| [M2V_multilingual_output](https://huggingface.co/minishlab/M2V_multilingual_output) | Multilingual | Output | [LaBSE](https://huggingface.co/sentence-transformers/LaBSE) | Subword | 471M | - - -## Results -======= Model2Vec can be used directly in [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) using the `StaticEmbedding` module. The following code snippet shows how to load a Model2Vec model into a Sentence Transformer model: ```python from sentence_transformers import SentenceTransformer from sentence_transformers.models import StaticEmbedding ->>>>>>> 54a64605fb896b247d8fbb9917d89059210aa28f # Initialize a StaticEmbedding module static_embedding = StaticEmbedding.from_model2vec("minishlab/potion-base-8M") From c3b148255a98cc68123a3206b67d9362ff6c7127 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sat, 2 Nov 2024 09:37:39 +0100 Subject: [PATCH 19/19] Updated readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c593d9c..606feaa 100644 --- a/README.md +++ b/README.md @@ -39,7 +39,7 @@ -Model2Vec is a technique to turn any sentence transformer into a really small static model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance. See our results [here](results/README.md), or dive in to see how it works. +Model2Vec is a technique to turn any sentence transformer into a really small static model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance. Our [best model](https://huggingface.co/minishlab/potion-base-8M) is the most performant static embedding model in the world. See our results [here](results/README.md), or dive in to see how it works. ## Updates & Announcements