From e853cfe405d090eb25897e0539b6e80f51b2dab0 Mon Sep 17 00:00:00 2001 From: "Ishan S. Patel" Date: Tue, 6 Jan 2026 15:14:58 -0500 Subject: [PATCH] added example --- cmd_line_example.py | 72 +++++++++++++++++++++++++++++++++++++++ command_line_example.jpg | Bin 0 -> 83049 bytes 2 files changed, 72 insertions(+) create mode 100644 cmd_line_example.py create mode 100755 command_line_example.jpg diff --git a/cmd_line_example.py b/cmd_line_example.py new file mode 100644 index 0000000..b6b92f6 --- /dev/null +++ b/cmd_line_example.py @@ -0,0 +1,72 @@ +import argparse +import sys + +try: + from ai_edge_litert.interpreter import Interpreter +except ImportError as e: + print("\n\n") + print("Install the ""ai_edge_litert"" package with the command: 'pip install ai_edge_litert'") + print("\n\n") + sys.exit() + +try: + import numpy as np +except ImportError as e: + print("\n\n") + print("Install the ""numpy"" package with the command 'pip install numpy'") + print("\n\n") + sys.exit() + +import os +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' + + + +parser = argparse.ArgumentParser(prog='Get Top N birds') +parser.add_argument('-n', help="Number of Top N to list", default = 10, type=int) +parser.add_argument('--lat', help='Latitude', default= 42.2, type=float) +parser.add_argument('--long', help='Longitude', default= -83.0, type=float) +parser.add_argument('--week_number', help='Week number', default=1, type=int) + +args, _ = parser.parse_known_args() + + +top_n_print = args.n +lat = args.lat +lng = args.long +week_number = args.week_number + + +print('\n\n') +print(f'Querying with:') +print(f'\tLatitude: {lat}') +print(f'\tLongitude: {lng}') +print(f'\tWeek Number: {week_number}') +print('\n') + + + + + + +interpreter = Interpreter(model_path="geo_v46.tflite") +interpreter.allocate_tensors() + +with open('labels_species.txt','r') as ff: + output_label = ff.read().split('\n') + + +interpreter.set_tensor(0, [np.float32( lng ) ]) +interpreter.set_tensor(1, [np.float32( week_number ) ]) #First week of the year +interpreter.set_tensor(2, [np.float32( lat )] ) +interpreter.invoke() + +output_probabilities_ish = interpreter.get_tensor(88).squeeze() +sorted_idx = output_probabilities_ish.argsort()[::-1] + +print('\n') +print(f'Showing {top_n_print} results') +print('Rank\t"Probability"\tSpecies') +for id_rank, rank in zip(sorted_idx, range(top_n_print)): + print(rank,'\t', '{0:2.2f}'.format(output_probabilities_ish[id_rank]) , '\t\t',output_label[id_rank] ) +print('\n') diff --git a/command_line_example.jpg b/command_line_example.jpg new file mode 100755 index 0000000000000000000000000000000000000000..dfad9573c2ffd5c7e278c36dd67a7a407eb5dd6e GIT binary patch literal 83049 zcmex=M%w;7xnn39G120;#{RjgXfj7khlf{e_9jQ@`?$TKi7vND1J0~9baF|)9;v2$>8asNNU zuvLJ8iIJI^iG>;DY6b?zT1F;j1{Oh9Aw@$+HsQcTcBMiQqsEB~Ih36?9uy6__(8=u zsi=vQOH5osQc6`#T|-mL#MI2(!qUpw#nsK-!_zA`Bs45MA~GsDB{eNQBQvYGq_nKO zqOz*FrM0cSqqA$$M%wS)E2#Ckf{3Xc1#K^?L z!py?X%EH3H$W+e2$iytj!m4P(ZXWYowZ;xuvL#)F*7#z7xMlZq~KiK&=8 zRQ(9@8rWyVd8~;npTRwb@YgK{9%e=cCP8LF2787-&lh!RFpOfVg#q*Be+)Htmu)g1 z&2o?=`Ph3m*2BNq*WQcg*e3ug7Hug@Kv(1or=U_{d)DN7pG?{)4~N z=1cD1J7KY7^72D|Hy(#{O5T{0!0HsyPR`Oi?n_WaiN{|srb^WX5d#!KXtc4u>2t94!W+fgsn-T&spzd~M-jnNYeRG&Xh zVb45Qc!zoNzQ0p#Joy$r+#M}jefZa**W2`0IhUuK9=d%nrCGmNXVQVjz~U2<1qEiG zw6)}K9zU|{Oq~3V4@cikee~Bpde@{=+;6oagDjT0>bx}A(WlUmQi zpMK9_H~W#jaMnDT`u2Is7xZehm&8?+`_FoI-b>>^&A06nJ5yp$9c^Cy?tEcm%=N?n z8TvofSX}?IyEgn-o#b^JOlB@Y7FCuRR< zVA20_o-=En>LnZJg%!I!FXgo^TddY@@+McZPjrT_NcF^i#>++XqaJ+eHH%FT-F*2$ zO60m_9)e3$G}00lTd?=c`WEdkR1yBr|4_eNhLn3(ZcXxk8!<~MgKy#?tNo)>W6yP>Lx#S^~PHbws-y=+Gig9 zev^5Jjn-!F%?StYo&R(vH_T(>la$Si*(KPyC*3ZLnY#VW@kfj+GNt@huKQ8#@KJ1o z`b9eVY@=h=U8*Wc(>(m4L{thiQ2yW$ovi}(E!S#Zs_vbnS$3vV#?bpy z6W6rb)sxtKOZH3slLp6kw!>d?JAc3tvqx$Ik-_qp@YCn?j6?{iq}k`>r> zPcWBl@3YU)=c>4+FOzYryu+kc=kz1NH7}#)ci32&a%-=cCDQpgr8;w-x!mvVAE!aQpTimBJMh8dfcCU|+EAKZEbbs_gsXd$ia5*!;-9 zZTaOt#=4Uo3)7dz-ac^cqxYVJECDx`aW&L^()iiHQ(ZV;Htpip_)e*3I~V@wIvl_8 z>iXro{Wl&i7Cx}%XXpffo_a&}ALV@fCXDkxEPoic@niQ;o11<_dlyOla_ci% zVdUntU45IIt;c%DkMeKYAI;~j$om~LJO0DntF24tRCSt7H{QK>@l>YLcoo@(?KOtC zZaXJ!{LhdUFPl-%U#AfFDo$bFZ`LWZT%WEw{nTdW#K(v91U;X8KW3YK>uY@9JjQD_ zf~#Mgd=&Ba-TE5d#D$B`rj~BZn|S+7n6{urfTIp0`!;_O#>ex;ZEVYz{xST(@>;xU z-Inh8Tinyv{Kz`>h8Y1ZPB%g3b+*&E7!U485S&F!Px^fmsA%sXsM?K`F&+-gyh zk@qaSdxj|UG^a$4<&umkCF+?9$+Nb8-~9FS&d&b# zUGkXiM+dq5hxU9i@(uTl_FvxrkmK6h2V$RI3B^X-HQT)GeeH@3r#|W=tNN8~=1HHm z_u={*{~3~=DLGxD~hgN57=Ne#W41sw@lOB7@fZRyA)XNEZzCS&8TAKK8br3 z?yf(KAD?9p{P?dkb=8k~(!%-7x3cuVC5!aD+iVmiz$d}DVaNHpuP=VtAGc@Blw;p` z@&1v*v!&S&X5ST@rENX8zvMGh*ODWA5`g^(Wq*_(%*}rApW*m^{tEZlO&7jelv=-5 znQ|v0I?L>P*rrnpY}_(#tVr;gLT3@w;KYzhU8&+H7Ymb`DDzr}5T$t<>+D_%y`Z7!I9<9pbN+&I}c z%WP*H>RsN%eyYITtNUBSkKAQ{tUpfO{6c8YKZ$E^7G2%4Y~pq+XNB|Aj_(ZOIKRyJ zTo!-Nh0J{_KbEh0WhZ?-=a0YG&J|~E1T(*V_tdF=@>B3yM)GOdyTS#J*L%I*pS62O z$yxt{^LQd%zV8#guwcW!(ihu#KkuqPP{hhm5gUJ@B)ebWwOLi}s?BGM6?)57=A^GY z!1934Uv^b%)%G{9&D+=3q5{{?j&PdGFk=-nhq8yiNE>|HHqbHdgPSu3L94h}$ja?Jc$28|HlM`MNf~#g1|I zqxK_nnGYLmpZ@LlR8JLkX(f4+-V0v>j(=F!fB62E<-K3rHZ?tabvgRt+AW6{%L)f< z3rsg%_@7}~kxsN^hfVw4{mSo4*T;Q$f8=dcK4Xo;kIUokAN z_Pmrg`|v(Nmo1m~7(e7t+`ebu?I}W&lqaz2tU3B;dlJW&^|SxP{%7FWd-dz$3P0JT zYxg1==3S1Mrg=}Z$W18YDod9epHGInkKERsANHTvIH}g}{3FL7)sM8(nC?|7?QxlA z#$uRa;56zX9AKFx#xD(y=JgvH$D40e#80xEo;Rd2W-1)W4%`5 zLDws7U$b}V^PWj^t@3DG7}yjoZx~ciz^CQk^q)b_WJaCskMqa=8C;p~-yXGbzsHk` zlo@Rkk~B6-ZG7mouCUMQ`o164-wyo9ei&;0a-Hehqx;)RPMd7;mTtIo$5}B`iFGj- zhpfbeeP5R(yH%aM@p*OFS%adG7e`OK+~0Ng$=#>x^H0iazn;IDy~CthUubr1{oz~3 zRz6&DDK_2x@;h~NGmiseNpYfm4l{r5*Ut&y|tvfGxfcXzh*shs(EOr@x-aavNv>xladfAmXN{s=!7oXLDZ>g%hQ z#xZv@_o-ce_iXQ`COe*O?-V~xJ@>H3!{3ihJN#kT;s^Wr|M2~2e0bLTkzQ;1>K}`= z)wZ>+`D!k9%q*>R=Cm^nbqRJ(k1e0g{B4;vkM~E-JmVeL>l9v0>s^ykUS+$7JAI|c zYh|l96Sv(G6`U~h!L);t0YwaJ?&SR{S6e(Mu_K^opUS1DRWGG)`>wCuHOIekfBN0% zWB2*i*A(4TxM0H17a3RE_ULi=j+v1vweq zx_s-7&jt5#)~h|sJoFSNq^dYMZR1yd7EtjruGhTR#&F@kvr+3ClRk>BTfMISkgx0? zw^R3?IGgV1betF!F_}T8#~|$SGJ|aMZ%aP@Yy2pE+)8fY!`uHE-f~;#^WTj0R-ddA zoz@#+_3*0aF?WT8Z>B;$A|>~oceUn(Y&4ry(|da9n(4Y*KkxoG@#r7JAF*rxgkN8F z*`$5T_UP>LJ-herpM7fkmPWfTn+#aqO3IfApJ&?p{zyIZ+8W0X!VlYKK6rBBkLx4f z=;&PyudPzIOsISzI6M2KO`zvi29Lv z(lnX*yzH920lVC|r>gf)5x(4$(qHgF{w?o^=MUbu?2~>`W~Y=dv~6;AnQ7&N%c`Lv z^TgzGw2kzhge4dpFwV`N!ld=mO=jQc`+qJToN@J-*8QE`HS1ogy!m@G>;BrQ>-Gyj ze=ksX?$*7T4{xu{cDuGEUNZ9LEAORoylmcWlWsknowZu!!m-H6eE}zTdcMe)yG;Mc)2XvKB_}3wEw?P4x~pKV=P|L%pUs!YOP^aDoEw#;AHH+Npxlx~TUL@w#btx9B?`_XM&fPox_OcJFV$b9+_DN67*FN#tY{G4p-5ZL# zUbVmBetfjY=APn*xjRDIJj0@IH(XR%Fym(X#Q8It7VymJoAGQ{wtv@t-YxTQi3j{R zx6kNz*7>}=1s^WG{O&-=<%=FbOrhGi6eR1phTk9WATWq)0;G=|Ckq>lb1CoRAaZv?C)}ua$~D>FaL@B{B8Shv5NJF zwtbr}r|{9gWs8K~`}uy2>+|!BRbKsOV)c;htNZpQfiGgM?}zM%YC9kHcmF!x`YfI? z{>Qd6{@H&UA9Gu;KB2~BZ*W$yORT4+xoBFc&6oA1f0vi?v(^NCSl(dcY2KT&C7=83 z+Iule&wMNIH9cc}?7gNC+u?!&l^eFN&)KMcoPKbh!rvA7`!uuuX>Ry%uWMfE8mZE! zOW$nY(wh82<41nx!+4&W{7YYdzwekQAFJ$h z<>8g6r@E$QpD&-)IVttGzw86M^`SmD&gXJ7AD-|2$Md27=zoTe>AH{3>IZ%J-urf4 zqOTXPT=mk+b7x4LJ-YYmu1@iFp<#|+UleuuX?lLO)p3p5^4e>e9N(YrH>a-eU$$0n z_7@xVC*tYte$&s1IehLiLRE!v=?{Nf%eu#G*m~tFP2^RzuvUIy{uQaE^6NUhxeQ8*njMPATO5nk6BLjvZ*fHqk9&Q zuIIgdr@YTIV$}n8k-Fd~wRg{1r+i(v+w1RS8^uTZG8O#~|4mizTxa9BF!SNNJsy`1 zm>k`wT+nbJiAUr)!_T9g=TA3e{Am8DeQ=-bhilCb*SG$&`tWvr%NNf_SC(zxx%tYq z{|u44ouo_dzeuuM{50r?Op#%%+y38PKg_;A3f+H1teFjh#xx+}N#alfy25RmtXf@^jw3>!-F%C{+==d%Ndjbj< zd7FNXXxT@<7X@?1Jl{Q_i5~^$0f3i{!m(=P#Jk#l0c~HKq z+O18yd~a%(gkO4ocGnYw+u7n94yKkaca>Swbm^C)%7+IJ7H@Dl&BS4^^_R7({LuZD zUux?=JU{Z!_G8YhnHNo__g%Vn*mIJ_@_oA|w>oMsX%s1({B(Pqw)D5gAMJ@BgCD)` zsPSETd+WCOm0CZQLb#Pzt%!ZcXm5C|UhB*Ho97>|oBv>a+daJxt?xEwKAh|IcG_>Z zYwvSXceUMm>KMGkZIaO(!L3JfxAgo9GYEX1x!2UTCe+9M%44g-EdOb*qnDPJR-1p` z`fIIsyg+?gKGzSf_lKg+ZCw3&p45kZ+f$$0&9BXy9yKT2IWL#d)rIHaCOKCJh9~Jv zdwzeL`6GPsADJJ^3m=~4s(#&TshhAP{7QgjbJs)Fn1C9y?6D~Y}9XZ`%&^?j-z<{ydg$bYn+`^SF2 zYj2lsYr6d=FzVjnf~DfD{j>8rx7+pkZ_PC23qPGV|AU{5%*U*)rjaL?Ev+xTU3$9K zB)7c$U1k2E_YAQ$0Uy70KkT-&nOQ2`+HuCs#q*DUPtSvt$G7%=I{Yp1!}R_w^|ITW zlRo+sS48Ej=>~`F*k0`$y7)gs+{6W4#?n1PY(FgyTC5lRq56@xPP8WI!}rdoEq9`C z+*$1})U(;8qQFw-!JP1mb*evpKkStc|G2;7O-+98Bg?I_wqN>rUzkPZUfp7qV=RzT zIn84tBm25z6LvnCH)W+p(eIa zoip`;e}~n!S6>P|)b;d_$JN5pf}mmFVn-eS@x$AemmZ4RsF89l9B z9X0>W&UG2a+3Q#Tn0 z`N8yqOLk8_cq?qJ;Jokta;E)(J7=b3+Ic4Y=1ArITzhl6<)wZ+4*YPwb!&b5 zJ=>4+ZCmQ)B40g^=nuYD!gBS??H|ixWOr_zyEwtP`KjiC<4oJX6?n(Lc0L-}X0+7( z#FyOF(Tk?8TQm2~+S)gF-zFc`|Id(GFZQDR*Mn>Czr^ypTvF(IR4;HZ)^g)i)&C43 zNruNRdBn4GZJhjywP?Puoj`Ux_jLE2dv|QSTGE?zC+6j^ZPS(aZaq}aT(x*L->Xv` z>+`SLncb{${gL{}zP--mNAu#X$8z&b<_kn*iVM8lon#ZW#W2cUiNVUCrSW~&=l=}7 z{}}}S*srMIK2XQ>;oQQ%JCh%tP^q39{pLKEf1z@olA=QRjh)KRLe=}UEsxFeJ@Wo= z_;If_$&sa-HO!8{p0o{>9x{MJ2!0IwS8;#_FA{_KHKi= ztbsd!^;BP9@v449{Sj+hyXbCR_rtrMoSNt>J8y2Kwy#N$fRO8bp%p>?A4P5CwCDYu zTBr1*`r-C&8^`KLw$8t;ZoPKfv8DA-r|Mm8{;36BN7Ao+j1R6T{&w_7>O=4D*&o+= zR=r-Bc`ZAixA)MVNyq0Kifl=AWcaGWeB5F6hzKiX&uz#)S@r0`)S$ZG8=&Sz>O#d0u zSKD(`EIx8g&Un{{bF0_7K0NvEe0xe;^y=AWnp4Wsnooqw) zT*ZE`k0o&?`>%aJy6ok)UA0&AI(6nHZ#_6q#UXr|;C$PPb+bKwZ2hp>lsRs5CX!tt^}!pk#@Zo4hI zoPYOnuGso$z3Z3b1uy((NIft3S}?=l{JM&Ik859Fr|rJ<#n$OjVQHy=B#TJvBB%R@ zR3>_^+y1R`b8N8VkNFSx3uaiUUcB%{dgelNE7RGrx9_ZJ^!)8U{n;c-nVrmAOXg|) z_@4Zj@u9t7Me(tJf*<;JFMqk=)}7lG-G{tOOIbej=uC)N+Il$GW&-!R`+mL&HDVw8 z+rDi7(Y~f)_anDXxwVhx>ODH4e#4aMQTYUU!y{$YqI|}mCb_wvvf}g-ob)v9t5(wM z#AmPFV|Avami*jRy*qmC{k1bc`<7UVAO6oEP%+!_%Gb5}e${8qeJU<}N||WP_qkQo z^X_)r2p+yCVPWf&`DU+-iH?3Hc598G+10&UBEvM@S9J!;%fHvKyZT~2yPZa+JolIV z!gsv0tIOACg)KUCH9T>PN6f#kPlJlyu-^^hdcMx;`t**e9>IB&_H4QQ{BQQp`N5iY z(MM(6yZ=b9`N1DE+x_~Qc>gO&p=q5nBSaIYrlzV!2;LFW_J3G^I5zmv^`6`s)5X4- zYzvF}UVPtVv!Cm*PFj2DkeIkO13K^()OR!yHJL_$_U|e zRT?Ucmv+_Pxaj<+@>0l-9_i=>k((QTPkZus)|1t7TWv&Edq!pH{`t?aZoX2grdFPR zHP5EMQ%e7ad9=-aG@t90;eUnAUh;a~}rOZ&_a|KK)dXG=oB)d71hO>8iTWJ9jJoGdTV5{Q#=k~VaQ zn;z-CQtk4>9bMcS4~yK-n-m%rdCF@jB(E*|&#*PWS4XE#HsfOEM%`%}AGb6|UJG=) zrl`!d;PJ-1%2(QFBi5vE>9w0&=69_sa(lk_(igjDe7>?P_MHA>_k;dyKcWxSvF*L| zCwRfjaPwQicVcW72T%U(=5Ux_;sadTg<`myr2wdw<&t2TTP6@N;HXRk_`F2+^W)hok!F&N5*N5?4^*nz#79ZUv#kc$6Z_b=`C1>3( zecW?@cF~q1XP&O&p2V)NuVcIZWPM2Zarndfn146_GjzsvEQ;Si;@>HMLYKeT)wgCzs0=GPW_MV-fdfVW>_+C z5&scwUw?@B7Q2Z-23s(dzX)7<$q6SN&n37yH@Q)%dP9 z?dyDG%N>@|MxBR-cZTWADig|}Fc`n#}X{)6}=cQYx$}>~? zoR~bA6&OA3k2pT~=>5R@K5vcvm9LhnAAQ%Y{I=HW(OtPym!7yuPUqm9WSTSodx8Dl zxcQ4~%09Gp*V^8^5?Ata$nxd1cv)@a%&-keI ze52v!@Sf|Neb-i4AO0uu@$TB?oo(w^WT)4zI+$)#xTPE^Z_>29^lZ|P zsJc%VUq9b>d(MA`_J5-HUhfn6&(Ja{Hs0$}Nn=rNRQAsl)_6&ICATxh|4!Kbkh$`? zM(SG5R^OmozuxJrKn9M6P zagX0&+ZoD9Q>`Q{RhGTE6dShgyziy0mtO5H6}6J^L>7Ae*(UtxKkmIBa*r<9G4Iy5 zYo7#d*S?*++1aXUWx^VR3WWyurNJMrx4r)pz2^4IsvM{2o#z>6XswW$mQ=yO=ehQL zN1gJ%YfCS`U03>6J7(MFj@4aG>;f)#slYHeRi7x!2vdTU)2juFBpSuy+|`@-@cWj@N%Le6MY>O7PdK*S zCjX=SA$x&6HYU;Cr)P85^LuqKu{moqKX1E?)sDlt#V1)B8;`kG*&XK8IJs=Hw|`~U z*L`PSZoVJBe0lwbLl!6Rs%^WP_4UoYx#d@1zC8G{p7Y(-+t$-BZM`cUynkCmjPJ5& zZ_T;FJ9&}?H%dOyo*b+3cczV-sL!lptsG|(|D2v#U;a!l`GjD-xC5JCb@HsYTh@2% zW4};`-N`3ycMxy$4*Dp zt*3o$>N4{0t~%mYaZGml+M;_RAGf!E)$gi0-&1N^b=qa?F7J+{O*`72d49O~#?3B7 zZ^p~{v+b_T<*}0&X7ydV>bG~u)w{nd%RdV*bms5qYW5EOHf`nV-QPaFe^$A?Z4ZC> zqmHf82TL=TzAR%dJ-4vtoKn9!*ACb8G~1??rsCay#H%0No*lYl7A#rMp4L`kdu2n| zgAa}j{a#<>Su1vXez@LV$>*U^<6#X{e`I_7Z2xclv#0R zMNh7-q?YqQJuet(ne&+jC%^L6%`sh8hoNAG>VKY7}gAH}O; z4nOi-GU?VOTNe4PriVAZ%f0QSCi1lN1)uh`^<_Uku8+K3k?-4d#Kiobir}kXbJCmE zh-a;{ ztlh7edHeUyW3Q>sJMcCpN-nrG=dI}X{h$6b7$*n)5Ph`Uo~xobe#;iAyX$u5>fSNP z3_NXf!Cmt3%nFvaGLgpc@ zON``Bb={Bp=HD#8)xPNu_lIoP?N{@-E0&%6<{iGV>EZ`n)%trL5*n@&>Q92_S%~ia z$p3Be2mS7x8qWuBm5)@VPMbC{>g1x=Quo_^zfQJEc;6L~+7uSI$Dre}=(UxXw%)dj zT4rthZQYzqYqh_xZP(|T)JkpZ`}N{Y&Aa=Xws-$$c&OCw-}l*Vw)b@3f7j&{y{G>> zFV?(fX&0x3P41`f={?~K>(2jYU=a8CG5cYzdw4GMv3r8o*1S8r_3oB@+s!8?P6~Xy zqf<7f^yh@I`Azkite29m*{DA{FY_Zi>|*|x$?40ptlV3tzmdwBy`6Q^#W#!iTD~%g zACF2uw7-A#gLv5=_5XzAJMM{IsnJf;ON-9usmSxzSo=KVgXH2^JKo!U?2LO~9u4xf z|MZ{1DEsP}RY5D+cG*tZdhylX`(58I`}+nywimSHcr}mx!t^6icmGXY#Ow7a?D7`P zd4csNiYJ6PrWvi6*Lt(Iwer}^M77l`qas~GQ+G~Pbb8LkEx=ZId)D{;x44hrWBc)Z z@!`i7TN4-m_$T}=`mI)kddB)k!5z<9n?!mZui6+GC;f2siIV>ef-l3v`JWzSy%Tf- zx-!X@wb<9y>*9^?A4;|T`Oik0+UBjzuGD*de*Lu5H)|Y!%T=sC{JrYjoO?6Uoj+0*CC7^<(` zZ{KJ5M`!V=j1?o5j~Q*He;vj4Z~#gm?U<>UVH zbHAS1YjH0i|L*=n|J0>#`zK@KJ*Ydq$lBBZ8f!HW6<;OvWya6 zzp(B07x{NO`Oy8%Pona+S3lI{j@xowHtnP6y$_p?9H`9Lq@$M3Zlib3`qA##^lyuP zB$wx|S`w#r=kkkK^5kYkIry!?%qZn}Qf zE7kU2-pU}S+ZdfbJ?B4z!SgnT>TBynlICk)zw&u;*V*jQWvku1Y_8`zzWf{W!TSBp z=%c^Xmaad(HZD_2t$)!`nd?$t?_AnCc}cV3j6FN%yh~49Vvuv*i@0 z`)s{hV{`4Xx6~1-&G&Xi-npI5dhtv`PdVS}p72c-?cY{?=6d~4@@=9>Dg7yUa+K!eWz8Jw=Ikv=>*^OwVi zZ|%Bsw*(ogpAuXpL!dBL~t+C^uLb&AzP5_JN%Uubarx=!4~oBgV8c*wM8vKA-o zE_^FoGnwW6#>gqcUzJu~o8OjG^49-|nAom;OH69@B17}?&*G%uQBD2{S zbja`WCvPuV3jM>AN) z@MrF;{TAO>?$fB@-0~xOX^f+KYfa|5JGTz;Uhhnb-}F-8RNm*2ekqb|c-?EZ=$#eVx{tFM2b-gsZGxr{w4>#oP_S#ghif9|g9 zd76D=e`@rX`H$7xws4;{cE4&eH|%55?&i=-y7}IE*B(Y?+?>4pgJ6t&+drkOeInvc zr!G6qe`{3P|99!b-`sEHT|PgoZT>s;z_)eZztvvvTBpyrGKg(%hZXme22fK22^-O#b4n>+Zf?Htk(P_CKzz*X^`^ zEcWXTxmcsW{MKE+dv!}So9?NES%i38o!h@?k>R&>&kxyec8aRleNgyE^O1dWdp}I? zNOR7t&ij5Z_Q&0}MyK1I$@Sl_vi}a<{!lmnVO;-5?c-9*wm#zLe_ixy+GpQ|uga@J zpWbbq^X5sT?Uro|HYZCc%DQIPc>H+$P{TyNWy8y=zx|!1{JdHD#Vh_Zq-MB#ZNKI5 z%%UZ5nbl)1&f^MUrwqJj`PTb<%6ep2RJhp7$aA%M`k%FTtux-Iu8y1Qul09fom55f z0Xe&mvg?{3#mZ$@XMbzc<+_@G>)B0P$!862H{N$fe_XG&KKAb-`-h?*_4~fw7q7@Z zwySJ={_5Dj3rjAhSF=8`Zu6)&Videpabm*r4eOQGXhqMw@$G}2KR;jD?M?fQHt*dl z5WcHM>PPMa{+>y%s$8ndyG&&LPJ2)Ly0!gk?z=S;AIJRrq`%26FnarY{wvq#WW|e^ z&JB0YRjbzLTe@1I=Vb1~xn|rweDnAB-A!e`U*=yNck)B=BeCfp9$mK6__36~Ymd^j zAh&xgTiXM7_C1_YDB1OlAtC@jyu$rU!HpMpVxi$ zL)|%rCx!FPbJe<6)foKP`qBT`t^W*1bi;!`l+CP3-E(=-WhJAHGbV2{KjMGf??6$d z$df6PwodGo+FI~=f@{=j@%YB|_J8jSUM{LtG7gcmcOXu^wt`pC2h%9+85YxGC;@%TYJhfbP zrpbr?iC!!{eY$i*V`^pXoHlYB1gu;k6d=RapV-#RXFZBx(syBaUH{0lGt z?B07Z+@v=wS2$?W$kM#ojtvENK7MRcn*Qw^XHVdt5*AhkSIoRumWYqG0Rd zpA&nn9X4zVvwz#6=&0~`@ssK>E4jtR&pcK0<1gJ`dCpa{Eo7q8G&dgR6^RpH@v~G* z{Stn}Q+7}J?=&0fN17$EQupI`T+7Q%*>mYjb+o3c>jBq%C6l{9dS-o!Eq|o8^09VC z$y+CRz8kkCLuS6Qu}n;Qd0SU?>#h?ar3&eGZF}bjU9XW$|G<1$PJGLc?geqLZ^^AS zTXj))-inRqIC(ZM-a6ywj^k&yRA0NWb;Gz+>kew*08r!LO@Y+P&UNB4)vwthVB_G5qXW5xV$-X70q zA6EC@Wq#%w-_3wh6$jADQeSBH(SLy_1eBSbFPiCf8x6i3) ziQAtG|DL_NUR7oO&tG!s*EUO9EEQX~?(g-*TjowLE!legdhl73^EbK`UlRfKL z^F!&1ufdCs>uoMH6c=}Ru&PqftAPKb*~RlwPwMn)boT$Sd@SA1n>B0N{FPZ^uhtr8 z?knu&lw>wKDrr+Zf#du7O?%28+w#;HZ@J#{Pt?~q_@nQ=)yvL4jwqE(+QHc9nS1F( zWruB8$ic^JYu5huswh7uWqxGk`e?1>-$kO`L2b95t1wTSaQnoP zY8LsZC;y})Uv92gb?9}-N51(FUuSD~tmB#fG3JCS*Mq5!EJiX9>IInZ?KOVf`@X48 zp(ao2@BZE`zvuJ43J>g_-gfS1+O|%IJ7?DC?L5aJ%`Knx#BNUe(R%(pj1T`aw93hS zteF+xnWJyoeJnax?Q!(>naj4u@6{+w*=DnxJ@@Q4{h0gFiE-(xfR}QTmjiW7RZjM_-gt`_tq^Pdx93c42ZuQ!@0b8{@u48(wUD}9{OaL^~qnj zqUb-vAvwh>CB8w5Yzq^uqt8nu9E|nj<9KlWLjTA1L#%a7jH~}MoY*L&xBg$R`7cBM z$$#YS7qe2$ zS$k!#K(ef4=Nop@D}T&>@GktZ{kXlLN$1+HZ^QKYoK?1kMfseV9`3U)L{UxB$m8Fu zaQ)v_aWCYgeoS5XWA+g_jmulKZMEKbefw?@d)nmmmY!pZO|I|%_-vK$H<9P7So}zB zdwupt{=*w@#GU&dc;{^P%2w$a4>`nAwrsVfBg-_7orvp%l7=eoTsL+P&P zNB$-su}Zln9#$vY#aX!XO^xZYTV4jmpHB1c+V$nlp`BV93z)hPn75y^VteQZ{SIBz zvqCQ-v!=Cd5oc4GoTwG97$Z1GxVevCd1B=B@Zk7Z-{NAE>EgnclOmTUoqOZwZD=#e z^Q79MMGagUc<^f*%a7I(AJ)y%$yxKq)<&^A@5&z2)-iLCF`Ev#%S-?zHA&*54T;mv0i?|bAF}n12^RxbHa69Ma=F!Zc+3t zIv82WDiY|iVNsU`^P;Q&6f2rzKlJrJ?0)^9!QT1eE%%LEKPAVj>^wd9ptG6(_s(@? zU7FkOJ#iCk+7i0|!8?&aSEaM}xqh4v_)zlMJ28LB9g|a{ZL1gG%F<&0tz9V6=)Z&E z+P%de`{S>?N#8Qt|HCR*BayW2AKE6fG|0c(70nj>Zi&>x7psCYBaJx&mRc5{;@tPm z(N!d5cB@FBgY3GAAFE?8n!M1-ePg4qVzBON_I}Qn;YJhxU72*-c;ojZ-_(lL$EEsv zdgSxBU3~jz&f9;dF6wM~^ZfVy^e)@`A9SwUyM`NQT{r0E3Y>0}F!_CI!CI(eFXM8o zsL15(kZg@(+0(pUyfc;Wsrt4u*>=e_IZ=;gK|R;*30z8;!2I{7&<&&cr3%;iLBaUs z&{Qk0E03lx+Nits^vyd*ZIa9?Zdi3DM+!`QwT2_{jicz@{=PV6=6{a+`2RB;Qg{2$ z@Wku$FU^&vo7GA(ul`dB{u*u@xj#$3qsTQ;X8JFii!aaaJF52K+DwJbHuWob^J*3z zE0`g<-u9z;mubFac6rpXoh$BS?V5Xe`m9&4oZcP(_<}vbg1IrWB;cuL-pS={3tc}4 zH+6sVWG&ez_M>%Gh25HwBH#1%1_>v8`7xy1*E&LMbocm5AxYaa6W%`6b zSCL+L9@zFr`f+Uf!+(3lHZO>)Z4T;`6{^=%IkahN;?^sDj<&0Xx@Ni=clS)aEbRH> zY^?l|>$l`~?K-++%d{WXp0jUjxX@~XAp)@|d~zN4|IYa=MFu!;mafUua!@1G^7Z>(Dw z5f?GLXzdYBla$|!o7UKNm|m9evN|d8TfDvg!_3R|Kjn5xX-9;v^oqQW%UWyS-8(<$Ygtu&ts;Rzp35J;7s|2|xzhS?df~U|4ZRYRllGrF%#zqBtEH9B)JHG6uMJqkm3LDJj z3Y9l`F#EGdSkjw_$12Yo8-E4`x_a&ibQNJB12f+LQT}*;uZ`iu+rDhq12*lxr1R|a z+g#IJwex||mG*n(Zz)Y!{)b)kT*c|*Qs0m0mer;osao=D+fws;vx>jFr-n*|1l|l` zu;x0vXyqy2$juxNUmVI?k}zd{wD#YJutEsr^-&DTT%+MI8V(~e4T!$BlmC(a@UHlS zUp0;&o3o}Dyb^!AJk!c;vQ61~OCQO!%6pnltNxr4QB?UZdf|`L-x?RxQ9m8j_u|IMpN{N(a~djiMPEhPzj^v-Z5cnu`EQUpc5nWAV0BdZo9pX-^u0fH|Ay7O)^#uEDebMbx*fJ< z+C$xkJ6+QZeKt8wS}Ypm{_ceGgbd~rFV^Q?{?CxATOPJ=|E7%}(_8iROHS{u)(w)- zSI^(zX`JJ4ctlzv|B$e--L(gg*=3GSKTt1t=k+|x%X+FCFV8-B?Q=|4xp|S*(T>|0 z5vLaFod3hnI6sTw^DOO~TkrG5MEpCq?fbR*4=veNR@vP7Y8#i|xU05V=B@n9CpMd1 zB@A1YTTh%b@U{2-JN4`D-}Rg}_f$Wen_Kv3cg8!DYVX}E|Gb`iVD1c$2t^5o>54`N z*wif;K4xiO-NJwKbnI1~oON4s)15!ey8o(waisfNf3w%KrzG{QesWZUYmM3TqSf=h zo~ZHsAbS0hz7gx!wym0Fary1{y^qhm-0O8rq%HVz^PIk^8<*55Trru;@A)xo`>KpxtSz(F z?5fyyJ#lxM@WHl{X&MX4ZqJ|6xATO>0)CT4d$&KzZ<4FO#Z=3Gt)j#yOv~7yW4c(0<5{_wSMimrCX)yVRQ5mK|bzSmyn5dBojC zch+4xkd#m^<9lgvmes1Q`&lMPKoFGb91&mdhmCJ2U}5ap5cE6rt>w) zvlt$(fOdUAEtpY^+Mz`ck6+3U_ur_q{Ud+jpWx9|w_e!kU;3K4zGV6p<@!zck1B1P zq^y#4W|HQe!&=S>j3*yota1M6eOR!@=ITBv&&tZh6=kxlCcef;t=7#f+ID^V1wXkb z0v(sMo~)2p)NbCv)AJ`kv)pceIq%gqm!e}1yjBTzdManmu66401V@G@?dT)_EI!Kj zK5NPs%>K1(zYbTBq^b8!y(m+470ogW_FD~h>n`oHt+D!0H~k?$cSJ?+R$C)`-d9$v z|JK`erFus$n`Y*DcF!r74U^WCC3eQ-#XQZP{G;;Y%o^#(=h^CWYaBi-{obN$TK|@N zw?EI1B5y&SCNW3jRW}^so5Y{qsVZ!o_*qnhaqpwIiTXCBYqNIc9{ySMD)?@6jQdV$ zwy>1M3(Xh4Dear_cd1Qj+I$WZU#Dw|>5uX|4I*Df-CA+0W_89k{hGIxc8T+L`_`;o zob~yI)g19}7jK=mQJLy}+hg4#8^O=6TAR${9|gY-|C9PSH~$geZoQ3hE${6VIVikkj6vj6Jz7Jm1r+d$5ncs1X@!Hbs$2RTQeC5x2jp&YVdB5fF z-?26O&#*Nr{n7iD{SWPb@UN`Tu3uP@?7ey0)uq2p?!UOCJn41s%o^sa%v?Wrbus+T zK3b=F>C5`|I<70vrXQO2x^R8gu6xtfdlp_4$OESIPE#R*x za^>=ulT5Z5X6|74#O;1 z^t&{>c?U`u5*Qd57#-wZ|2F=U_Tl{DeC8jguE*~($TB?5wsO${g-P*t?@T6WHHoZB zm|{Jf`O{ke{{6x=vLE{nAG}r9`)IbVm`+UAuZ>rA^I6KiZ|d0Y`g=u6nx&BJDX!nY z{v35>sGj~-{n38jAJZS*uDE_UPW|%N*O4jPZm06@ePXpOZi8`+i*7v#a*l(&hJKGL0kSmcHF~SzwC%9f=uwhl)1Id|{ZA{=9GN z%5^`YqdsiDt+sVZ{7e2~fqAU^w^i_LoY%Lz;m-0ag${C`>~w$lRGfZ%_4~K=zw|r5 zyk23_X?Irtm-n8A701pjb1%Q8ed^gI8KQl7FTsQ;q*i=+@(W^6BwE zs`A@73uIHTFyI)t#;v*_z#JcCI$)+;1Q6?3W5| z^H?(*3i{lhvJ^PjT<^TTyvFv&_9Z{!AFl8EBf9oS)#vcbTYtV?KB<~FQ0H08q1z3t z52nb>N$;D&*!to4VX=MM*Ywt=U$F6hRJnM&(cxtkNrul)I5R}vIj(nv;klC8$peoq z*Dv}b|DpZxe9nEwHOl*^dwtXq`q8^+$M(ym-Yed|Guhozuu12^ZDylMhx1t6neX>2 zekebd&-+8$^J97Yn?2gAPCuM4bn|F_smQK3Nx#f{Z*EsTbZgZc#SO_B{eF8ME&pi$ zR#5ia;t!7=AD$=a&v*2}wBk&b>E}z-*+M6SSQa`3Heqj(*5g&R<|BI~|uhzLoxp~?% zdJId9+;jytPw-c~QeC!y-{tSx{2HYi$A>#oE}Cw;^5nz1`QN;!UP}}>v@|+llK!S? z6Z)Q5rEiF8s5?7P(tbYybAma=(4#UrBt%XS=h{9+ywwp7+k~UE%$`mH!#~ z_UUEB3x3fRcpWFXFJ2_mDx@kVYVEXj8*iW4`22Kb?yb8g739iJ?ELmv_S@Xw(V1p- zMs`N?AO6_&G38g%%jxF1YXtK|oRW>4#V60Wxi98jx&#Y@@hpZHcD#SAKO8@_zh^$z zno^OgU;QPrE*xI9XF{B7etOcTm4UHxjSC7MUrkv;%Q|-!Jd7t@* z%%UoHZocDLw$rMrwNGh5k8htF!#V9|zty+*y%XEr75Ub=S*PHHa(T=r(XI_a?nTSx z+V&bp+4u2cDE1tZTTfPOMlmIjK804wdwu|-CbJ>b;>@h5-OaQ@SM4)bOC?V z$Eiz~AJv}yqE7H$1=p)n*WLOewGiObzV3?QHTK)WR|4$S9?)%>aF75wPv4Ed> z(cbM3?fREy)U(voKE8H2$8^5H%k5&@#0;~_PL{GRI&&lQmiQ^lgNNRS1vosozT=PS zhxsiw{txx}E1pMwXlwbk^?93V+wM!(PAY8MogL;Vd+Jb^nAw{sgZ zZ~kNbvHS3U2AFNCX7x0ix9loUp3nR- z^--_5;}7?>(Q&tHY-S%5kNRAny1&ijt=5xe^OmbuJ4&+zAG>?Rqx$(Qh7a|EKZO4Y z-sgT1b^VWu72oo|tJd7Vd8_pO-179k>w<6PB5ik?2FHD{+y1au-1+KPYyHiczwY?k z%{QOb|6IxJnnjpufuCK1_H{d*7)SGi_AT?Ye3f0cT-R5>BK4|TR_@YGJ)4z>j;VB6 zTr+22FgWG--16kQ*^l#&oQ=Bu;Q7Jd9cyjup8aR=-TQgZdA`g`N)rtvI-{62mOgP4 zpXYDF_?b24;+CDIXX8%$HBMCDJyXGL!i0r08(1C)_tk2@lGww)@a#wDZxx&S5C5u} z_G?*hy6N9tH{HVCcAI^lTK4cH^Q4;(Lf?yLR@EP>jXn_ePx69EW+}gLMc23J*{A2K zai0`b-ur3s_Qq8Ah^99ASBJJaJSkbgKeJBZhtltd+k3vo^Smm$eZGF#=_hAZ7aO}A zXZW*ps;A6%rk$^Tw?AfY-J;7^-*L~d`aaLi?C<+DrK0ZtnD0A1py`roql(sqwObGU z?Em}BPuxObUQPJXs_RXYAGf!b_On$~`+eLatH**EK)leQ~9xa9zy0hJ9i}cTe2Ev8t7Iy8Wwd6AZU6Gq7u38vNmS z=T?38>}k7>O|-i8Dr`+0=Pi-xr*i~%u(PD3D?C_ zU9YllWma5B;yHC71u-RD7Q)QCps!bX{bbp(_Rd9c_ zz9W6d&j*(l+dKE0ZhSe_@~wkhQ!-YYQZ+x-utG>YAd6B$H2y!MahOD0O_y_+Py6x0HsI{+ram)AY z{BM5CKAx;htzQ;(-`QC4l+fm5kDE^%uX>`r_S!$GtSbJ)=lLp*Rd-vOoGr`l$X(cZ z=d85T?dS?E5$4-G^;`@)m;cH97&md%z56#}GPkMyy8b4-Y}zi}DPiG;DRVbPtx*!U zRDYJDesAgI$NT$IuBKeE-)^&WzHhB;Qr9Jp2VG|yczFU=aXboc{4VNWbEW)01DlO+ z{<0r#uTEWfJ^9DHThY6vdDS%Y^qkyoM^~}DK4`C*$8NE%?mxppIi*W`9L1We7i3MV zda^Xk*67hWmz_oTOE|jTS-w4P!uV?b=K04?*a$yb&!72E`$~HEA*tLm-?yD+u@t*r z{08kfd-W}7XWw(f)T)(fFah94DDIcW25Z%Y;ZN>XVPtdvzqHoZarIAHx)k>m6;zLv-No69@pHJH!|NYe5Lj|fN@Qt*rdEYK?PER z+l`pqSsl-2s2|do_2!&vBmPLdLtyE3uQ@AJyBO!ry&)?1pl=J~iurOig?|^XyXU+5 za82n=v0S%X{~7$Y?b^C?V&T@adp2%yY`fUT#c?zxs>bId+w8~I`l2sC-+USMbh5Ui z+013Pqug53*-v(v_I$NG_4&T(3o-l6%hr~E=nuU5pJ79dOHF?6I<;B5q;Br}&!BPe z*))U7y0kaNa~{j?zCP3Wfxpn5im89B#oM<=);P4ZT?#rCT(X4sh{U#cGR2pdn=pnS zsZ+XA6T9wyw$OgCnqkxy+hBwqbJzL^8vr`43zI6F?U&Z@k{fvX&ZIK4%xCD z65rk<;N+@OpzXG&B#1S!;_~rZ?~mAq-4DF}KJ3@Kd$+7DA`|*V`y@VZWO7@zfM?#_ zS8ZD#?u|ZN6uoTy(t9uSi@EMNY~S{tbDG-kbqgErEZ-<2b)H#;KR$}#oyw2vj}9)m z`|{d!tFr$5a`A};zw~-jm;0L3q{>BC1i1zGIp)ayTva81v|jW_{z0kzEhcvp-_}^K zHmJU>+GV6_!TerSXAk4tCFwHPy_0|2XGL9`yYl3sAM+1KeOtZk2Cv(Dx6Asf(;g}v z(B1lHAxo=s%|X?iB1@aF+~o&PpQzDZ{-gPb)W6<`(!BnKmoJBBx6k|N=2+5oPclM5 zS$d9!rG#38_7DHZ;XO9OOQK&^#VuvOp}WrY?H2P}rCVQYoByxMDZTfM@4FeMCtmGZ z`)v2h*et2mGuyXc4>H*t<8ySLySmDxs#)umS|(17O<|ZITio_tlHp$o=9((>A?Q(l z7lZa&`KIiL6MvgjlpmRAuyOlU6M3H3<{970H8verna-v$xk#|N-*oo8*^a+zVqF>P zdMXYdo|WHb!@9c0X496vSHG^I@sQd8|vro=SX`H25E-ba!Xq8yv@i=$E z50{TFc~zC(@-?5SV)DUX-{wE;bvt}`@{i_Vf&2INteKtImZ_^8nqaOaue)(h^2Q%k zT@1hdAKY8LB12B=N9Kdw=iBz_eAqUZy+dW+<|{S9MVE}GZ7=xX`md9LtL~%B=gD85 z)@RPmpH?E1@n*_6X3`FGHd$?khf-)_?hJeRSLIX?GkS%H}=O*WLDJ`r8?NhIbMYzP*i~`6Yn;#r(Ij%YMv`{$acN zWu4&WD_gmLuiUbA*Vao4m1z~cE6#oG5xe2l^Srr7>cq8DTlMG<_q%LVHk^NC-%)l? z__E1gzuS&ilG}cLKb>wK_VL6;@4Xib_l8Pr_~~wI$GoV)?)4AzM|-2}B{FvD-fyyT zf3SK!e?@qRxAuO)7?bJcg0gEC2dw%89~2ZQj#U#HcgCh z&Z&E4cEx}8)t%?R_i3LH_1+L*hm3{yIO22+N_v(QC{#mo^Sug+_j~(PX8I) zn_lW1ap<1$Y-g!%PI6obo6nrTuYMGDG2Hoh#>#bjuj!2~Z2F7bYmFieb8og-ayZ&d z>`9nccx}TAJS+b2tp*&G!@pW`G<-(GhZbo-d+~?!hx5fNu3d^=&tDN8b$#ukdOgoA zXRWfQxF4|gR+_-aVPUsb_dmm-{ZcOjU-4HzqM|Da}$2k?lx54`}A8wpezS73^!}()! z0)4l9%MZ=E*D>9wGQe!{a^F1F`gbc!rTaHLYp~p2joHWYo;S~SfB4VPx^->YHSteR=KEfLw!c>x1`A zP1xRCwd}hs+cO3JBV7z<7OlUnLjY2xs6Es|O`wR+(z;Tu_D{n(;LqCT<_ixVHCS3{#|M9C+q)>cbI~g+wZ(~REJI`MUS0BdC$ar5lNsaA zx5rJzc0XJjf9Tij%w6ZERxf#_#b`GD+IyY@ax>i+K7U!jb4z>ml{%px&)xejdH-i% zt7to__cS7R)^o3Uh96F+Q!X!4&ytW1lLw@ z2X5bRJ!jwHQrj)%6OTVzGJDa4RB4SPJblOK2S$`I1iF^(=dTmVsu$GRy4Q{SuD$!k zFA;VZ>sP+YS7;NpWm9%9OTM8si{a6VwY=3n+b(`p-?ruIo3AHAnDljoQakrH%(A%O zUn)A^fmI}EkxAdGRgp6uXh^DDUU;V@Uh*XHt38g;oyLuI&cfJHfvU$F-y1=gKnxo!a`qT8K ziOGepYS$i}`)iu3Vy@Y^mv;z*vQ604ck@Np6V~3+IxS=FRgVX&CRo}OW#<3Wub3ZjVe4FxJ2!5= zlseeBe$AG*YM0Jw`snU5-X<|clYP!Q|-Niy} zMh@q9Su&hp*^;xir*Cief%??H+K0mKi@ekOW4Q9wu4h|Q7rqh?6U@5h5>}lzP4VfB zKf70M-^Tr+?6KstJ(uKfSwGUh z;k*y;3%;roysq=LSL#=;dC2Ao-mF)5=a%Frzi@M8Z{lQcc947g!8v$-^bg~Yr)2Y< zdEd4EZ6)h$o|nS(=Tyy3$K-z-`yBI@%RCo7Qt_W5#``}*>pj*@@_fl34sPp9{LjFt zb>KwlI=ARTSKjUW&-}18>(f>~I$vT>cjl5#~jig`RWX{j|x$4xLqlG&U3vlNiv|L*q`XO!ohxM^PrY^~h6aL`0 zbk*yLFFVC{r>d|{ku6kL#ZR+y-#<_*r zxjH-%`|eMzX=4y>Skm>bi=oVy>8N&~KlMi@dX^cLj9oaGG#j zdsi+q`;m6*Ky(qu6^xXWyWszzt^QLXT7LYMbJGD@1&Wh?l{z)Dxe{LI} ze75Lg{;~N|70-S<@3~fbQ!j6eo9?pHB8Cpvmh7mXd^+?1YdG_w28II?3;0t$>=CF* z`MXljM)T3^Tv?Os+Vp^#3%6dzOg`c}uF677g`fN@`(ea1Zk7_qQ z+%NFz9$#(V=eVs_UO&8@cV2$d$2NoW?b77Tyfq6g!ivt$nKSv|huZ4L`8_u7Yj0i_m)k&jUG$S%Sdvsvo;nCtZ07B-?_(I+rQ$LPx#s*y>kl_7e?H? z`}5%T%J~^>B9qJBdEPzw+CkneW1m8;yTji_UuN5KdtNlLmG_%;>K3oLcN1H0P_k5~ zdWg`8BZ|q-tW%y`KYsOP)%CaXANk`iZ_VaDTc*G9)yF+mEn&ZM*D$>=yL(=Jy3qR? zrGA4y2Y8s9vd?NT->H+WKe@Ul_CLe=v+DmD+^@$j%&?RBQTrkJ;kTW#@0)eE%2qvl z^gdwM$GC}hi=Q9ona#SzF;_ieI?Frd?0C3Uj6&D?ZCmEBI*UKlzH}hx)yHf*<&DJ6(HFFMKqA>HSwx0khw9s&0}LP2SGRer9ZZ2J0D6%@0Q+viS^m+_9gu&WP3tHUVLvA)->A8IT_<9-l)i0`g_pRsc*(Gf#x1LyF1VD`kZ9BtL9yM!dLyceWd)>x2>h$?uLEyH+xhprS|QB zl@?BD$N zPvQRe)mN(QkDr&#hzgsZn7PJ9*st@!#+|eMx6OKY&YZ>QaM8z^Niy?yJeJ+)ARqR} z_3zXg#YekuM0;0oP9ZkvGpQ|P-_Bjh#T|aw&tK9S@FXTnS zJud02)lt0sWw(Y}-zAn7lY3s9H?uH^SvRVD%AU9R$Lq(tdF7ohE%+$%GI`;BS+7I( zT1H7bbk4+Vj6FZ;Ou^H3^{!`oq92`&J|3sM|N7R`n`>9c+s`a4NDjGogV{QSRfh2b z7sI#sn~VRs`1jg>(~PM%j5B}eTlf6%tTX0e8*ZFew2Sn0_iy^9#QFStvGTIoj}xQp z*nZ4@q~FdS^zY#Arn{!v#hI17S9`<@{RJ&GP8wNFsGFL)PbWKfmE(%q?!(!IJh@U@ z74be18;%J1INeV+KV@*#Q|3X>oQA67$E3UK+vB%}o{8d{zBuz+UFxjbsas}8=04_` zI89Ud*ok(VcL5yF*|ygi-aGmDKf|q4?+^T1l__>h_1)HNmdVE#-*PProMzm=WsOtv zoX68`9bO)-@b9nFt(g8O_f%{}S2g$UqXo}C@v2?AR<4jMy|hiGjG=_bLqcwOf^AKee%ru{xx zHtpNR(`=3Di!#asv&_N`=5AawT|T-0EN}CkliE%G>@wF+eZ5mL{jqtMO>%y*+?HQ% zi%n1I6vz86xKX>!fg!;6MDsb_2DZ1qcf5{q+UUk(IHAbM*g?LwhP(NQ)%-WVm*2k^ zmAR?Lant5K@hm56ZtTuZXs`^mEj)Ms@OIPAwa5OM{LudJ_&`-n*~pJl%OG z^>^u>hu_Sqcg+l$e9q&2yiQiU^q%}xKQ_C4)cN(Ldrij0B~dlkJ{;wWR;s-kG0}R@ZU}~4j=dSElywi`aeVNwkwHk_g?bO-Bmg9$kD};5eFr7{MGaMGO`OS5#FMw@=I`;*x zw|fL1YS!dG(r^FIAh5NwWUcp+Y16`Y)gJ#=`*-h`v~MPrxhE@PFDr6d+?`Mu&y%sw z;@ThEhkvtOF0b!hH*?J@)i2sY!bS^E^*#{`oP5#ae9hJOe1Aeernl7C+I23@E|IzvcH))@8<%(w4=!L?#2nL%sdY(u#_#}GZe30^<2{8Z0*tq-qrQ( z@v{5GE6fk?(wm~2XR^Xn`mXDj9eVnDOQxBn7us}Oa$CKqp2aeX+biR$-BJvn@K4wn!(iB_!F;#Ib-|DHhtJ#o*sfmt zzFBwO*Sk@_J_qjj=r_@B(RIP&1t-5%Y`f*B6u@~hsK?Ks;_;jxb~c*-8F-uG4+?kw zF;popiW2Q}31z!_T0@B82Jdc3=AQ7r%==P*;+JPmetGQI`M}G|c4c2qU;Q#{R*R-} zdhxNzM_x->_mweToBuGs_n!8Lu;q4(7n$`gzkgQQBTxCmw|TMLde;OeGk&_#XSPgy z@^Q5WTjdAqTehfuP(P9{e*gT!YToQW>9n)=5(P(_l{Nv#7BrRf&Mr?@7X4h> zeymJQK7%GhPzu+?9F z&!xLr{~2zEh1n+wYO3-c`PL=gz?s_n!QrW=LU8G9U$grUrfq(dZ+_s`_s%b}c@m0O zO!)cTc{nD?_KIvcoh}m0#~G&amI*#?Y!#gi3jE^ zh%>ykFYn4fql)#>AMP$|Um1Jjm6=)De}>d;lRkTGne~igw@x{);7o?M?GkT;@BhjB zn72NWcinQk>1!&(9$nSj>dSTP-OD7&Lw^@VM8z2ueoiSn%22Rr)tbH)w=W1WCrirh zSikfi&yV%q-QOyI%!@v_OJ&g|Y1Nr=*>B<|D?W>f=@GpCy_$V%&DrQ(_I;*%nGf$e z*P2-UBs1!OV{QIZ<;sJ6;m@=p3+i{dGF021x#iwe$NI9)^kR+vg8JO-Uq_~G>fSB5 z;$SjQ21l35uFR%s%Br)A6XpmWtrmUXyhr-se6EW9M?X}UAO8Hxs3Puol$7t&8PmA6 zr>mF>wD*tWd-Ja!$u3>*U1Z}db$DgvMz?z<+1~?F>&q5z@LdqVTvPjz-T&jcsf)CJ z#QR<>U2SpC`mD2en|8$dM$4ewN4CQO`gQl)?lpI_u5X^Xm3!r^N0EnGbQLXiTN(Ij85Z!b z*-~+*?w*}m(h@E1ZAtE2cE_*$3O^n6BR=v<&Q{&L>z?~|UR=9O+iWrK=DmAd<}rJ) zU7TMW>-(SKE$id6UdJBYtIg6kdUQ2s`Mz%dt$n{T+!%V_O*1s+V=H=Y`&!xa$NEQm zxewf$-@K-@eEWxcOa7%^?dUR6$+PcR_wYgi$61D=kU&=kkx@Jv2BT?!#%Un@jR~)R z$j1G9H(g%$?#&v}xOa~@Bp+`Jvj|pZY+?Dpc`Snoa&$-7vc(T$v)wPPF}40H_wTgt zewLf}Vxnyd?lfLG_JrZbH?;<%7g%?(?$Wh>c)r`Tmo2vF@L{R5-?}-H)t2TiKdrin z_4knzA}fy9%+p|=J9?eE1~FI4Gry2;oF*r8b)R_lwJ4i^;_Z)?Z12boKKj8?B{+(~ zP;~vR&;`QQb9WSQvagWod;RcRvsveYnu^UodLRC@QGEJxR&o4|7t>a9PSH90*=eVt z{*3VV>hBJ!v>rHGbN}Jp^n({N6PT0KRfW|GbXzvV1KTrD

HJRqu~lnRl1Wtg+_ZHh*=dS(V;=k?@q++|`wm*Q-U;(yTZ5pL}B-!1j0l zoAVEI!<{ew$z@x(Ci5O=J%3F0uGT4=4j0z-^6ZOj(sXibuT;(!dCacxglqQ0^>3a( z$nXBgxbI_JXW=7RohaAJY_+MSrM#!RPdxm*Fwy9sM8-`e#XA@eDzjV*Kl)bg^gogFhhxiquI%wCdF%OpQMcQ5)6)HI zN1PS>@4RhO*u7Jo`{m21I?cap@@g_4@C#H#hkp2In00IYt!eMB{bx8m>E8Ksp1zBk zCE2GOD86i8@`>N}F@N_yfsgu!b(s%-yC-<<&EgAoSANyr*{9f+ys!M;u~aedJ1pBTZC`IsJX-Yl z+x-6w-B0cd)<2Z`eJlN2`M3Przv>tNwElBm`yXrXzMJpk-mlJxI^VJ7KSNuc^oHi+ zRr_1tn{a!3zs)~*>-x94j){{F1?$B5Y@F_T?(ezT8+*7Iek?yaZJU^!+SS~WjT)C1 z?3|=w^YU7m)*1&jR~Ozn>5A@gQ{U8Y61gXJWuIn7oZQtt%FAD0ubO*%&GcRCf4KxY zY}lRSU1XN8vtXul89SHApQ}&)GYD+a)jn)ze(lRz{xIKSk1e|@)|N_q2&*{wu#u(t ztBg!a>AK|)>W}ddM zo~Lv_>yPY^A1gE0c|ZKCA2Pediuc&gMgJKxqN7i3-d50bFQGY){mz$l_K(Y3{%%d#5R{*YiXB zlz*GvmfUw*05c$k$f=MJZ$@=J>ieMxz9?(*B^>qe3s=`in+RF zmxqhXqLsIn&PugB$yM0(;7|SI{j5Kp2VUK}^h4e1C9i)?mhP0g9oxGm?BULG0n?R} zv(28}eqOk{?P%T)^~dYFKU|ZIdVknXWbcM+rM4z7KQFoU*n3&cDbXcj#{?B$9ATf^ zG|jevl_9(SQ0s^P41d)AGq7*T-(=k?dm@qy!Fk7R}bHbdxt+mV0&j@bd8O)qjH?7XRL{ zJiEkI;z_?|ALHxW%nz?0tu=mlZT}Zl7Z2z2wjpx6pRhC^6f^Tnz1x;@j8k zFhCgNH+v=n%b|2d|>25{! zp1&dT-#n~5_Ifd z&l*Pd8`m%1=h(8BJ?ihY(rA0Z*VE%2jN2c5_9$Z1>-s=j!G$HFVnqh9vIfohMJQAFJ9nSFe9nT!hbw%TZ@OSi5-! zojU3%d0bL7Y~PH(%f494x9yX;Z1SG>MOE42B^6Dc>)-v!G+h%eeD}^wzTX*hr)=GH zv`17rV&eIa>CdVdKuaUEFVsob2w$tysHl&>`sJ*%_m*uJGO{Yv+gK3Cfjpk?Of zZmE3R^!e4LOMlFcxTy19*W_*3uS3_qr{7B0y0hX^ZM){)kcQiyC(adA1+Zs6s=xXB z*gg4=_qIQ@mX&&aG-_H;lKA?Ex4pY}EH+XoIVsp=#9v?~Q?gF~h@8~bKk6&Z=C8{P z-(~u1McURYy7xF8Y&qQ-9{kn5w~r?#rsDR4=f@?#{$~(eBW@m;=~kN@Ro(eh*p7Qk zrb_PthD86ot1tI+{t0|=Up`AtiV!@s>tV_)uS>tE))y!CV5RNj>Wi#o*_a_{flRP}uU|ExW^54F!T{@5P& z;oU+N;kcL6`EyOCory9_wNUkBnD~`xqxPHkg8Qa_bbmDc*n8frd7>BJetE0zzi02Z zD{oDHT>B)wVhM}KcZ<&wC(aZt?Rvl@KSRr^c%~oE_!$m6w;os?P@3u<5RqKzt92~M$Y~7h4 zbrpu+QxbQ)FtUAR&-z37pRjdpQvMH*5?SuwW;gEqth)OC=B?L~fA277-uqK~Py1DE z^pOvTSJs`clbU>Jmfqg{)fv|W?rmGV+`Zgn!fugIk26JnI+h#1^IhX1X(6%B{lG4@ z-rUFaJ^Ofkjoq(&;pO+dntu7ou1jl|?rQUR66z+dD?fMYN#^GZ_$7XXewbI^U3Dnq zS9wQCt$DZsF|r8Z0aRFs_XM@%f*itX#HkeQ@>qjkixPk69gkXI}wN z(Y6aA-_%7rS7lDO(pz4>{NC{=_o95heRkhrc05e$u)>4_$0su37vuR$9UuH>xUE&I z?X&69+me@iysjP6G`XE=Geu}aXv?0I!`CHyR=#|pwQc%Gt8?+UydL{~?CX4Z`aYl8 z&hq4f_QTr*tyZ7-*eU1Q8rd~Ty4cW0_*#Qq<<^F~F-JK{dQLoKK2fk(T~hth-uC17 zH*N2-ldY&fGV9pV)h~i?ztGQ>y%gndyxZi*r*F&x?C*J=biJ%osj@EAosT@#wr|*$;InZv&%&ZpOV$V8+v6Sb@q6dj6Z(o*YTQ?63EZ1; z>y`EDmno5_>R0PY_PyP^c~02^9x2fB*IOTsH`%y9&Ro`hco*Bs_1;YF(`=1Sc~9$+ zV@&8Ou-n=lclE>VN98T+?1W$0^V-DiTGyLeS*QQtdWoy2*V%?udI?GUa=gFq3%h%q z+2#U!|EpQC?>blbC$6}8KCzZLXV$G(YJIRJm#gCwBmS8FXK3|&IKOk&`i=*e?3B)@ zFL`9X-CV%L)jACdDK2L+I)17h*SNb{zth^`oh-up&Kl+_Ieng(rPT>cf7WGdFHflN)DS_f?hKz z&0YOAZuVndSHiE@F>L*Cy{|^`;e7rI)<5#{-HLq=OMT^!?$X+`YxCEzwvUU8b~1BIofKqO zw|)IA*XdlY-M?qo9_cGR;*8Q%I#*^iiR-!gLW$Q7qSyyZ@E?5zs&hAWY zcQvZA@9y*8xu>^Kcm9<2l2^N(-{0O-vnN5OIy{>Ht@KAOm5|yp?H&6!Ctp(O`tG-N zXJ2*1NyFntCxto7CKa5MY6@|^SRHR}66#CfeNhmA$SV z@vaBWs2oz$l|K`*>A|GBAmjU{>Puap8s$Z$Gt^Yf}(ss+VNuE!R>%Ewhc%5&J zrR>M~&QbFG|HNO_3oN*npRi}cC6ijIJ29`U)~(c5-MeW{3yae3&4w&mi#Don)jwk2 zdTaXO6X2tY<`_9F|!}irZEXW}>l||S==08LG9@mu>{?VJS znN;5_dFyx1QAgasOj4r!KZ8Jpa&v6j#*dee?YdI-@${;L={)9#g9TpBDqY)C6wAah z%eBcw$U;FN#x%Lc@`LPuh9mE#UdBmWdbVx*{wpbluDXwnjx5o%Oj>nZLbh@BKb0S) z=?h~1_T4|WPxjhY!P0N;TegT#m~p!>=&b75ErF~oMc%)^JZsSXG5_)U-kR9Nl{a5W z&D~P)YSNlpjhDZi_LkI-^wdhPP;#5jGPzwPecslM>~B3kn%#=G(ic27JvVRLqtaactXZ>4AAKuN~rxcthD9rwD%6it|3`?7oIY*b*q<&PJ z{K)Kj&f^QYU!9*$ooQpf?2(z9&U&fZ`B`>;J;Xkn_Tl^DjxlQEZ&hMXYx_5b>YJ4Z;f9I zWf&ee={;aQ>)h?LQ#W`rp1b6(A`?C*&_QnfZ;w9-{g2uEm3D2cZog=<+vCey+jSL_ zA}$nb^PPD+8gI1E)jur%@vtT`{gKDlp9`+$JP_OVjAL;ZM*=gGXk&wgMXOF%%a^zB)mR=T`#K7>)WS-fN(lr(0$Ia`6_w?qQW~h2h ziD;XcuEXdo7h=rDV|c7~1(UD;qq@B-??&9!ylk?1x1`Ir?^bI4>C1fjtYp7kbUQBh z{HD%3laq^QJB0)#o}LFX!KLzTaz+>5?|+rqeY{h!j0<(+%1`C3 zJe~Nmtnc^!)4gi)L)TRE%iaXXJYD6TS4*^|PcQ9A=g?DaU3%c;@w3NsLg#nRW7_z^ zzwM9t?!)^`F4#C0^#5J>pMle~>vq(M!}1?re`-@mpL=i7F8jv)n~yF2DE8{z=lF{? z&dYyfnw;)FVVa>ErJ*uWWGYj5?}R2d1IzCV`21aeJbtXtA9>3$am6iH-6d?dZvFkT z+f#o*$CI4Cmy3)Q7-#UVGn{7_V{+NE*ksbFw>p~))5|T>)F*k``j$w!gLd~cyG@U{ z^hbAXR+LZlp3}d5?J^U57wgUx_3Gi<^D*{$+x|3riHg||&Xtd@d@zf3)1^lj zmrY#%Xu@Zm980amb5?EmF2eXkBz$v3-TA0#3qSOIkLY&&$a2qY+jX`XB_3-f=O%xu zIpo7+Z(Jbr^_X?|tb-5yh3-~N^5=Jc_%AjC^09B_?jEc?aa6s-PVUF*LunVX=Sf~ONiHkQ zG3Dk=_}srJKXCVom#-aU{)+B@6yLs2^FvD6r;6soQO8V$XZ#pseXDi9 zzghdZJHM?eyi4K3e})dduhOTFZ=dYa?>y%$i=#Pbr=)fCf}alGO&A}WgoiGxQUADa z>-OLF2k$BDzjI0Bx7l=?nHps~eujKn-u$BKy8DO24`X(n+qr^YxWfK;_$}Y2J>klS zekD$NbngM5n7^Ud0@;HH7w{V`+WKWa_p5oD*Opwav0aj7wfCY<@|G>zDxcr74P>-r zUN3sP#`5oco7l(eJIwBh@4B#cujrp6(YHId%$#v!aeDTt_Ph%Pg*$qFU0|OX82h~Q zAIFc&hwiCa`5tezad_l?Qdj3`u3E*}ch@WonU)u7nKN)cn*Qi}OUZop*HyKBlNbHi z?NYwQedo51wX343(=NQEc_GEJXs=U?hBb=!5x?K7vQU9jT+ z>YT@S`7?vj&E(0SSw$FMTP;6)ULJJ8rL@i$UpbGh@=`Z*=3RIZDE;>6g!$9V`*q5m zD=gpdmwjPR^uy}E#Sb?BXE;>)Fq&8RQQp$EN7>sKwtKdFU(ug>gLBUfC67-tU%cC2 zxp7|hGcOJ1*ZQ(G1|P)_@HbnnZ!ziTe!c75-t~t?k9ThUU29c-`OVtLs@LvmI=x9U zD&JRlecp_pW?eYv@|a)9H*Bl&Z?O~nN{^-lKKGHtVUh&)cszlbT{&u}R#>p#QotU<{KI_Qrgrr68A(LG0v7alR z`t@jyxGO`g;cx37#>eMz{rLG{%g5BdwM!g}SDjai&g#3k<#WgEn$yB__6P7R5GZ1M zmwnbI`Xl!-^L_dsuQg_`xR+)4qdO#H-CHTcV%^K`nu1!>!V=sWaugmgUhev=rNR74 zzoVY7#(jAW=MTHmdal<2QJF^fJy+}OsyX@1qW9RFv!9wJv`^^vXu3}5}_X*t9Go-GF^xgPU!>BBOJ%8 z>sq(VzMFhM`{r#nd#Ti0nRuVeO7L~O#zhBtk6UJYAFRJA9Diwf^k2SD{-VcotJ95a zgx(me&M8$8;AdxFTV39DZ2s!ZeY%$tF0cREFY+o*_~QIGQof&}QI9Ad*OVfJ} zL!^_?Vdj?~SVb7WhaZv`%R2pNt+mJQ58)kqL`xt3XW+^Tym_~x?cuyn6@AxYg!B11 z+}K1O?aBWZ_G5D?`;l5@=Z|_DQZFpsGe4jwZclRFf{O;8KIfJ;iz!bkoWv>m`K$=z zSGK*YEBYUPZ#6y3<=^^G_wxQNTUY4)XW05DdL`$Y#d|zA?@jqFBRJpSLv)=)@|>{t zqxszXduuJEcJBT``Y%EFKV!x@}qI( zt9x>PC+w4pa4#%hF1+?`_w0bPa&cxV>~T*c(%BcvEm~7|#{Y4Dm%V(>pUhR6zxp=I zPcCM?wvlh13)iEoQ$y#Oa7e%FtF)Bc`dLa{YfR;C;6HmDPA1= z;`Z#0)Z49&)6SW#Gb+-4I!lB3%0I0dnU8n-kDSfow2@zD{7P!+$xVitpLX4Cdh_^{ z))LQ8pFchCUs_fER{SBq*o&z1hh-COtgCsd>ROja?>+l>wQIKMiI*aq?5;S^VUp}wo_`ZKC@G~ zoOJPz>#7@0=Pum3dz#6lMNDg5h;W1Df%SoZr*F;Y{h|M8TJxj-41zz_`(4!evU<8v z1bS9sAJ_w-5gl{HQiJf7OkbyZ-Jp%G`DN*!MDVE|D2`Ck6$W%5NIvH0iGLL~i}%^Wr|}uT&c2;|*EzFNLP6XmJi$Xbn;QS zWNrU;Ev#Vg(Yr^wc?^yjoqJQTioM8_Y2WOR;ct2uW!{o+(kaBP9d4hGfmpG&}pS$4ixV9$xgWTE=!R{Bo{QP=X|ES=PNwI;dyRV*^bkpnQ(I=aa zr`R0jDc)qDa$e!v0-lxo_~6{vCD@L|cWzst5hxS_J^vuWm{S+-sl5len_Sxh)^ zlVOFvnmaq&9;toPuk6oI|M0zOPcrNE?vnLV74wgptxfv;!b;%sqc-D)%Q1e}zI{5Y z$=bB;8uO%Rba{MZvHFqy=<(X<%fezF7SIo2S$N&im}FeWa)6j8_Azge^DE?`!va>Xb9%#rBETm|rqoFLzwN z(`2T;+LiUDU-#`u+!b?dnM+$(QMkl02WFPODU1^z|7U2mQ~J34t;jttu{z-kTW@cc z$>eJknYJsc?uCWcQf{8U{rXX>_HTN(zwG;lm-CcAT-#i}JU;qHR@gQ1VC#sJ#&3e& zByzlxZZkA~@TAQ2<*fBb_A^EQyZX!hNJdTO@_RpOmpK|8Os!Gh9=iQTJIVX#k9b8wRk*0ds#;NuX+i{gLiv_$Abu8JRU){63Jngfu zaD|hm+Wusn*{K`{{il9PnKSTW8}e+MN~n;zI11>%s?C z$ZVR-;c9VC^seWv0>iUatoM)Tx83qRe@r&+{;`*<;w$#uO1-@1?U&O_1lv+`H*G$) zz|xXAFPzIW&taMVaeh|)xArS4cK^=)r}?uaIAi+!)cG^(PH)aTJNw^v$z!%39b}## zkZbsr-YuGRCnnAzJMU{K8MT> z+Fo*4EURa8&KYm51eaMaQ@czp{)O*KgW-{+8~Q-@jUl3u73}D8K2$nKhJaO<4mQA zTxVvmD?0z>_d4-G{rI&Hd>c~}*Hm0STy?!=z0HqxxizW_Oq(P3OqBR{Df~^?!4oV6 z+(PVrQy8D+{= zzgfNO3)@GZSx4_pUvi_O{4$A=AJj8dupikc z=r4QY)#i#-?>N-1yxns9{N{+rBfoq4HaTrF>EUDyj9~r~dcETNl z%+6;!$+Ayu|6cLn<12Nt+aniq9px_GGJ&bNkDZ12bp6Abd)%LSF8|Mvol*Z`%Ch-? zm)(>2{PcH4yY$BS+9&UCe|GcPyW?5AQ-5n!v^}*k*<3OCuvz##m95@u)s8)SRd4me zXxh!zmKNp4=~_!BFiX9!sr`6LxBBRHJEITv{Wj_kZ@zmw_3XUm4^97F**^XBO%yrv-bYii3f$;UhrOx8_SO&rRvN{Qd{>&NQhKDta>+b7%VObN zKgS88u}kJ@`QLIr7{wFMw}<=DUo~GTU$>{rFKx~IW1peBCU2eM@%KrtT=VY*omjQb z?Wx2u2fNBe+xM_PIP3gKzQ<%e-^-vj12wfwyz8+rR;sAEzs z$GHAMudoO2q8}5#OkC@|+|gv${Hb}~r_H`3Ds7qF5q9cI^ zdiS2lg+J0By^fmxTmJAy=ZABxu3q!o9Mj%)H~NVr!*l8Ob=uEB$J*eS6k8whcaG`t z{|v3OAFk)WletT8@zSiQDTa5Bu6(hryzf*5(<0AB>5hG;4(-<1W1Rjm|55spTJDgh z(_WWrjM-LJCd^`+oVm0c6 zs>1BJ>&q{_Yu&Q3)ngLd1S7Vd2{&b)OzgYrbopWYVSCAnNuUEoWv`jO)jukbRq*m# zP&S+8!YginCmZx>Oh0kE>3~V^1Y17__O6$|*jBENin|-}a(nrr(vIB^ z^V@5JOxBB5oU-+@oE@c*IrH)3M=EJN9gI-84y&C(b9$;fYDg#MXl`Po~NANZq*l zpCS1^zgo*Y-HS>e)Am06ymalID$}kdx29fsudJlB%juvnbFsYcw}z^(3-~8ytY1@7 ze^dDI_g~*8>Mg4Ye0Wwo_`sa{A?>S(&-l)Jo>6Mwj*(Pd(W4-sXdU6vGGW=*abXN!z!# zd3Se4s1&*^oq6K}1M?*Rr8yPz57eoB@NB5)KD=vNQ=U-uH>@cWymOaC}uS{G!`^W(FVvS;?|c;T#q6_@i=LwLeZ3Dm5pVtR>eYPi*tj3-8c_&e~;9?cF$cO`r$6%!6xs3zx@cnqR&dAMKl3nfJ_c?K@?|lhVyi zYnD%Ne3QYn7p)&J*ZX1nW9ABG$B+K)`d@y2t>^tQ>1M*-EnD}Q6>Dp%s`UBxF-ltU z^hgxAdOo_}BX&=ro;`D0oSe5jM@2$&{-T)J+68wuTU5@gEYm2P&{xpKV8OH_m-%qj z_O7ogm$&%peUG>zBj)XEclY_!21ykqCO`JA`W-f=tAF?h<=V$wT3?d=HQ;Rais(H; z4OK#Yj0b-OurID?e*E|B{v)UVGl*BPAO4ko_{;81V!F$sqHf=Hd^&+;zV_kG&kmdu zC_G*~bL)SGTh_rJ`43swvz%R+v0>MJ&r;pL`=%yy85!l?l+nyvq%K=?Me%pqp0-^a z`{aJCdUW1` zEcfAGMG=vi_cMgwTArCS{l?663-!K3d;abA2A_LwvRd=KehurRYHJUHle$Nb^%hJ# zwjgD*p$`LlaZD`E-7F>bd^L&x893Pcw%7~)o&5Gc!_Dc1cWY;#`Sj=Pa_jPh$96kR zuUF_luK%M{FKpxgsItU$|Avo3_YPMs`@7=UBk4AsP_jzp`bnS!~#& z>(O1&nKn}xCWtJw?yES#@aqEmk{9w@{U$$@wr73$OTOXkyx9-udVZC-6dQBW^kPMn z+2@o`4tKnTcZTpVF!gPH5*2?$`Y!t;uZq)tor-(A19ROpQdKVqE7tb78Cf2D`6FC! zaWUfrqr%CTcIC_d5dS9-J=aeDhewINz~6N@^J>m=eSfRTSO0WQd&aHDyDqS=h^@PL zi*?z=$Gd&m59lsE|LAMkp4~gI@t$^8wn%*1ujhCo@6Fhid-ZlUi-U+uvOZ6oUvl!N=f(C6jXlry6|P%U&r~VL*nHIf!-N+` zmD|=pt{$}&G+_IFKV#Oe)#>EJ%5ePN7HXB zAHL_#%4K~vy>PjA{>s;Z=MFBB5Yk?{CV}zqrR8>ucIvmr3%s)v{qf!NqwUruXrtbSv91^cEckM}12c>Un$`NP=}mygJ)UU>8M_}0Gnzgg?9s@_`t_i9=M zkK)F2JbS|DF-~GDd{-U7e(^uUhig^F6}R3W3#wqN+~ZxjyguDq`}Nsx71K{?_y|_Y zs};{(bIx#rfnWBsU++ubw}eaCA6{KAb?ZmF+qEy1`E2tJ9e(Sr6PyD+LQjULXi2}% zwXn$#{NLuYX6;k{&(PBDxcT4tQvWxzci-3h_uTejcm6r{;)xD2dqu)MAIP)(XE;>3 z)@<(Iy^AW!b9Bvbef@oY)9ty7t)1W68@@3-%TQbrGF`BCUZv8#NjXWoA6teUe8pcF zcwr<=yTSa(_Mf3y>BHl!B!8i-S;wa53WoQ7$>w;sG)a2m=ko%7R_15VXMK5po9Eu$ znv5M+-nDMOxz(CG`ZTBRl1iR!Z3Y`X6;p#$5@sg$aUSzCs=0sYzCdX_d-O@Z`T2{z zbq>h*Hm1O-g(XRuG{0#E9<07ri<(E>|Y=| z)!kt+0}lhk0-jZ9{WQBNf9IP-%esH7`LX2w?F&D$GSxRV2Vc2kyvM38V%M7N&z418 zx$+egIGHExmtTIVCh&v)L)~+e6Kh3Y+diAU%(dQd-nU2R%tFIzcv7|*tTNcWZJoRN z;TrLe-0?qZ3#;|oYqp)PX56-W`@DPFv#V$HhfI_dgM_n;B z`u;2G$TT?@!GofUjyd)wwV6g-bYyrK!o~1vpHL0Q^*x0j(=H#1+BSK`OSQXpw^tr4 z%=&oea8`q{prmxSfno?lQB2wTs=tfh)`UOizj@t%S3TQnE48^xe{=5A*YiyWH#H@#lJpP4B1c-`;)G;lZ zf86Ts`R3djP1SdAnXY|Y|8UEv3AuBpXV(5Mm$Nu%@ofQryoMcj-Pt1>1b?i4q($i}Zx*IDS%g^xTMGu6hBBmldmr-` zXO&sY|J&+z=Ja|tJ45F+@i8xV72m$WnYUIq?3u^$Id?kFbnyTEVlOxK{e@TQ&Ochk zW_$~LT_<;OpN!wFvZXd_9!E5`CeKWke%UQYB$b4W z#BUW?e{AeYYOobPF4emAKf{6b?0+2l9Y6e=|HyEC%uT~h7ju)gO_JBIS~Klm{B*U; z2lSRaUa3Co%8&Mind0{1c3h8LFRfj4&E%}sqkp%~`?uZWo~bhVd+VZJQNDMNC60?e zswzJ!FZgm6+w6tMi?a(Czr3Dbo1a|0JUZ58v(cNh)M;k?2VdM|ULm>eyxWie4C{Wh zAFC6besp_PaAs8O+l8MWUdUNE?bba_(Wb?R872lW)VW%`?PBM!pCja7y{|r+5tg`m$eGKo;`I75(&7SL3RI?x3 z{G|s|uCG|*lUC+2$+K`$p{C8J$~ECX{yt{^@bCh6hO(>vv%f7B$v%RWv&(+Y5c|(i zFO&cK-WSF%`Hi}3_sQ0j{0MyTp6|u3fbF|3t^KO~7IHetQt0U%BSs&~m@AW76QjO(@*N5cAO6M9MoF_Fo@bVwe{PcwDRX#>bXYJj^ zyvb;{hjb^`fpwKy*{5u*i}jC8ySgWS(U0hZ^LRF2{IVnA>ek$>i+MUOzc)TRoH4;l zXHv2>iypg5!i4OzHl80>AFI>5Y&zFE?3(Z0c^fOHf4?|8Blz505v_fpj4`Y-n#{LW zR;WL!@3fP1Ug@~-zANvtrBcT$GfUH1@9ufU7hV&ryinnb#fg(&7x4T4UB1V3QRXfC z!*h$h+C9ai&P{n=UA!>bbnVj{oXglh`88_a@%FRZ33X zxsLCI3_Rt{5~i7*_|H%+cWld^+K;KzQPCFo>OHs&>Wd+CT^^)?ZnpD=T0U8=5|?>5_n0p`p~qBvSTnmQMfvJUyDyCI z_Vd6rAebw8xZ<~I2oAUR<1J8`wPw+G=$Z@FmJh>wFpFyNXf9)Tu4|dbj zALaA>D2laQo*Q-f$URA`+2WHNj;?jTsorOzY`@!Cf_=m5nEIYNJLiY=36w2t$T(?EpZR?~{XYI~%D;-okee6}hnpOUp%mM5hGba7ej{On& z&|m(?^TWGp_e`@>`geY}lx<5`a^SX`d)_sP_L*r_O=Xy1IBWe!{)hioKAtV@8-7UO zhw{;XGP|y`ZteLcHfdMr-JQjsqVKq@6ox0Xh}%`4?KbM1@FnLA5NRrJ`UQ%iabUa?kvKe#vf&_1~z z@rB9Bk9GCkKd$f8U%c%~{gzz)?a`Sp75*Oa=iSp46=Zb0K-z+ty zswj>2ewml%HtpJ7HKC}9JPtaok3&`Z+>RCYEs@h;K8(J7;fbD2J*d8vvO={odwb8Y!{jZwr zlzsb7L_mV~Ro|K=4W~|VsO_EqEo-v-NBx8MJL*JsUDDg*x=QEUts_#rJ^NyQt#X}n zWJ%2v?c6jD?u5B}KB@osy5iM7#Si?4-ZQ^0jLe*8GV4=x`=!Obxr;94K1=n^kY)e1 za65bE&j!hyjVBp?Hm|M9@Bhz`eqQ*G>5s~X{~08*gKoH|ueCZZ+EcW1cf*!6*Ute9 zLQgdm?wIH1ux`1_kHEz>LO;Iqb$|4ZzO1k`uxEM=bn#izHh(P+PZAPtCvq6zxl8_TDwVvm34|nfPtrk zg1pV0y7TkYH~%oQQ;RvBn7eRG$HrUU+TABbpM1LJD0e1DhmSLH0w?pbnp68Oe=J+Q z?2pF})sN8u{m1I$VpZ2~IiVAFi`Oyt%kPXC9SK_3x^61}UKL&} zi_RYrtlSm)zWvB_&C32gU9DmcujhqM5Iip<^@YFTb7t9p21Yx>eVfzE>z6k!tDF#V zckPkjoH;lKfbSxsBk;;N>1d%@wSraojNAAQeW(ruiUI*bo}|I z*76CHJOm$0GFmtAGhP3~{m7py{`QU6b#hlrvTskEp}Un^GhtHToSIdyxQmaAs(0>_ zt5|)o&{4gk#&}Ie;2oh2`<5r_?wHWG(0j$nU*XqoZIQZv_)_8qrDZ3{uXR-Zqjq``kN5uCjdCop~ zPiv2S>fR}H@0HkP9eEnE@y;bCwnye%3?F2ZAMWq2v0m)D`qe(MYg^8$#qNv!`)s~R zfZfBXM|!}^cRlQ6er))W|4&HpVQtC_Y486GS^pW*Pk)Qud93E{?!tM-vwmeC|0mOb zEK0qnru@-a_9ORsO0Q-I*5;O0_)T3es$k^2H*{v-nHAv^83Nqbmi)83uD8edW8Cv& z_hf$*KYB0uVsggo+{_i3RkKbn_Do8=k*p~@`AtZ|k%iM0+x(2X7=9}I{_uP}H|wsR z3HaFdU+kTEV$r!;m7zrF3~p||+#IuJ;vOR-t0|?bkr4?^R!!P3_ut|_w(EM^ z9?1`Sxype%HbmRX#NT%6-(~SUTsl7UXJo@;6**4Xvo(*`zutaN{o4Aixn7BdE8ndz#B-F6;(By96?le)U6{I`DO zi+S8zrUzb`e&msF-lYpqkGR?2IjM18uuZ<=p(D$@mg`&p_1r&#|Ea|p z%=Wx^_rYbEJ=eEs?3myr@+|aSsN)G+UWS^e{ak-Ceyu$=W1qnF*+JVmE=Tqn)mte% z=ZG|Wl4rxyR~=%t{qTIT46%uKv*w9kE4iJSW_Hr_-h3U8Pfd>Ncq?j`s*9b}b-(^i>QGYMp+{1Kp0soovLVs*O`Zp_YpL|44>Y9nhJ3hr) zuS3y=nqPum8UF}fy}#AY?DCs8@80c^U4J|3o|Sv9&8?IdlQ;i8>ZaYMdxLN9>bqax zMjxr?-=n!MBdA9IW8U1qOV>J<|6Tv+u7_``>?7Z~uhnln==s^+bo;|$nMYgfv@2r& zWIp7Vt$2JyO1-mAykfQh_w4N3n@ZM}9%H-VylS&hfC1Mf1qQ*_4sz*_`){TnyC?YJ zc-zDOcXA?A*Jp+hwlbtk8{{g3OED?G56r!*r(~o}F#qDm8Ea+8^=9K4j^g zxRth&ZJxMW#z}^msio)q9k)E%%l)Xn#q@s1d=@*Ata%a_*Y9ymT^130E8cE)-gUNX zjv6^$0zz|&CpY%5SRK!4Cs}c*{^s#VMeYxMi`=i;Z(h0~^zt&bw=6y0uAlxqVB*xC zw}tV+K8X+doi#b1mxE@`U!P~-HF`NM=+2CTFQSv?)S1RTKD6uV+?MZ`Uwr=%=~$HW zbmye2*DRjPCZ#De9{=udclG`EI?<2f-TxWV>UlEuac2dtW()ry=)xRUwv0nMGeu{8SkHkYq z2^~N2OqL!ghM(W=KfK?y-gHJuhmG+X|JA-6JG%~9b4FDvDJ!}5=sj9eyn`o{xBBp` z?X9Kim%pyn`|iHqL2_;W+k2cLaxIG+-0G%&%Ri#)9(%z~Eh|d5y+!)?uhj3&YjjLw z?cH}PyDRyh)cV>b z&*v*S?BKpKVR!g?FNROx?W<@*MO?#`uYG5qV2$vlKlvZpkJ#x>cl_wywKdl|r0tlj z^5Nn&IUjfBrQ5%_yj||F=#zhjo3~!x<654Xz4+BECWm{`FMpkRl)WOR_Q4y)?m6FX zaC~3D6NMg5+L!l9{4u%sbw10F&ByL(&iY$pzo275-({bYzUtd6Jq3@clom=gF{a(P zBgdLmQ~E<*{BS=15BDRpO82c!UiSLilatF{`%B-w5u*{5T;}TFtj!j)Xih0pgH2i2 zMm!4(8-DEnZTTbl;qt@td9yelaZmrqvTM^zsVA2OReR^`^Pj2Eo7{8aUYvuvj%V0` z^CFC&_lmxi7yT#n!~W2Hjz6l8-g9T|+P11R`t@wf^eaLZ$x~cBJ}Y-HU2IdBAbI1l zSu($r<`F@-5M;2SNH$J?W`Q+xy@{3WG`-(TsJ@>);GD8o4 z)LWImQ!XE`s&6gLZ~rxM`{wHV-t%N`fjDfzI|qL@t9dI%lp_<4iDxT&t36{ z>FTjYyUh!-tK@su*|~k{xhpzqT}CI4H@w{Gzm}o0SM+6^-VbHZP2c%>ZTZ`imJK?)%XtrpP3SA&<1LpL-N*IA{O~=7AN4C<{?ol+ za{H{a|GezgGs8nlugpzhF!BDDc7x$DkMff*wi(RNZ)v~E?}*?0#m?~3KhbrqwGZog z@4vbyzdd5jJ8oyYrNvEWZnUXAUvOVDz>`_!`s9rJ3|nWP)w}hdA@Z6@KF7hzx?ia? zu05S$dgg`KjzFHE+|b0P_gfv`JIJNFR)3rRTcqMYLtw|x?NxGfOY+jUcw3*|$+F2? z=)KnNWUX?w2${#sleA}kOn>uwWrcLmmgbm`@ohRfdTY+Uv05GL_rYV~H&NFJpLI9? zJ;^aVS9q48(pL0!QQet++W+odUbA4&CA}@D|C+q|n0@iit{ZC?J+4_7E9S~Qfosa$ z$ql^aaf(08bJx}g{U}^s;aid~SkWAEZQTN^Z8P&#?21~>U7u93XmVDA=N$vXqYO1y zU8~moXV|=Nz3!^J8UGY7*tloRT2keD=U2+*x0~nQ&Z=yR2$-UKpoC}nM$^UX|DBFg zxUk;Faaq4$MRw5jE!tsw_g-A1_pG|5)sH*RpyP9o*`bFAl(mc<KZ=?2YifO zdgH<$|A%MeBe!m}YT2c_^vK&HWd<=Oe-(#wj8DUY+-(nvJ`-UGjN7=N?p)Qr%@5u( zANd}q^5I$g((K8mTPI#wr!Hi3@LP_ij9yWt^}ZL(leDbo-@JUpO8(oKd#YDW@;Ps0 zPQQP1ZS5+5ZTG^$gPdH4WhU95a!yZUc;(7a87unQPV?`~J<$(!nd7hNEx)X%TTsRmSesb8YpvaRYd1=bY55a*OFVz^Xcs1);`=aRAAH2)izqKCexNunV z;3NlS%kv*r<)^*b!uWhj_$uGumKC#}RHWr{z4!U(H~*1j9Jlsgy+|=drSz&3>V4)u z3=xxd95|Q78~;FTWA@^cD_`8Y*8S+Thbil&cYeJlH@D55oy9KfDyen$K2aDL-agyDd`o8eqFd)Jc6H8|*D!LLc*5=BMCpB&UraaDr_~F# zPdofO-q}v0+yCFCdY;awzY9MWAekZ)h-v`@%1mbdtUxlNq5+;?K|B=)!)j+ z&z^YV*dM+tj1Nr0{U7SH-2O4^UUv6>k&HT-R+Wg!zr#FdK23YG@u0~1{xB_(s_P5Z zzghU`#ri$oyx*2C%q;uG5^(2keC$1o#{`k1>|AHJJ(t#(Ji9tMuJ4iSCht&-N|`;`N^dP#Dl4BPNWI=u`Qbmq;i~up>)VTN zy}Bop`EINClpP;s%)+&0y2KSz)b98lsH#lA)nHe)Xm9!BZ;dM=E9M`b_Ps2Q|MJm$ zGg-D>t_Zv5?H&23ez(rPqJ?}_lN{Fk+{gS%Tu$oR*17ygs@S`dFP6!=-S(VSti#x6 z&a9&`NyA30cSdan^O+UvWAbm#Ka%zNMt$~++(#8U_FI;GI597OyN<=(o}Y1^wfoHu zsy(m{pE&F$)z||cyyt#t^+5PloarSS?WbqNQ@`$gvsv`POaaGyrH|(rQ!QoNO|SmD zBrp8se%F1$;Gj!kkG!RI?e6<{zdj&V{a9#1o@{-~Ms;S(1Cj?%$VFnVJg>g~=Htg{ zhY#BEd~9#i|ElfF_Br6w`Yp9--%h?;xMfd|0QVy84Jv|Lo6N3B9`{=QQTg~knQJ!I z5A>OiufLN$D{gMN-okYiy@^vyzKaX7%{ZbOsLaB;FFhdUbAPye!-2hNw__(C5su&WDr)(>Yj0Ijq*pHWR#5esJmUiU`^lH~RV-?-Yx#I> z`GdFa-zq-zH^14Z@M3z^wZ`(wawFAwOIBJ;n6y&ZbivP^$Iox6zJ9(W&;i$$6uHwM zsvk|8{eZvaKZ8)oPrY36n5(Y+-)fhBn>Br-|0Z{%RF&RG4-D)reicX0XW3`_GhV>d zH~ILk&+hsE894r)o0+mQ%SB+C!^Wc`25Kj!_jN6-&3^t$gZc9Q^!!e#^272S7hg&3 zpEWD=?wVV*SH8X8NimIse7TRhvfR{m(5@Q>gR*N@i8U;2|M-)ZVE6dQd= z@5@@dheF4$X_`xV?C|KE^5kL21diWVAAAX5zhr0hWA?+n^$(AC>e?heisgT#->K54 zQKB1m*md6RkmfuGb8{g_u@F6@-Ah#_pOm?7{pf7{q5HyifOKQ0o$esk9Sl1|LFWO`}Y2~o(nH83E{R;tvL~v z5_@84!{Nl)*)^MPyKwuD&IiBW^LVei?OmR};77#E>%z`53#UH0x%`OH;z^5~uQbm3+}{_cb#YJn z$IVA>y_;Ie)FH~kKG^EAKIt0^NLBmz>j*54~JhoJ9pl5%ZJ7P88Vif<>dX= zy*Yo++&g)ZF@`n`M%joocK&n)ibiWnwy#(9>j1Zu*5 zls}U1nKkv?mfYyWv+{cXPJK9gZqPCB)fy?i44!G*ZbUX(_i@Px8Cmx;emLLw$Nh0+ zTL0mD@>fk?Dg<0wHZxWAWRF~Hljeb6SJ^MVe{|Jv#y4}#l{)(zH)qW7Q8{OpbF4hQ zC)tGYn^^O2k00g-ZmBor%Ew>+<5-%!B4)1V7JuHgErPD5yVZU?`jq6!w3+8==xlcF z9^ohRv_Ag5+BUg*>C62>HQIK~)#Z}&?jN=j{daCp#l=sPw&~gx%d>!q)o z@CF~2nlh_yu{UukEd+2k6w>6`cMv9EdTS}+aqnKgFejq z&yeM)K7He(-(C^kdju?!&D{9-N1es3AN%CFvUjQX?9qN0TkLoF;g+4v zN9;tSXU|yH{_ZsEsfatWYbQDA?e=(iE_?nD=SThgFF*bG9sbe(h^&-u@R41yS38_j z>*CK(a&YNW-lDOh!2gt|q`bxpyXr*^b`3vDSJ&8nxZh~1Yy7+VaM(UQsYQm@OY8a1 zuDX3bO+-j{Qgr%_o9D`pwS4?sF1!Ee`o4K=ANAY!)MhWsUi2x~-~G~CodcJbZWH$8 z%s0s4+-8$fICpQO#rjDapu^YC_x@ww`y+Sp53|p)zu9m7(Jo$cH-77!_p-ewr&zIv zI-OaQTkxsSW+)_>vZ|DxbvppmR2U0i>`X_^Uh(zmR93W{gcZa zRYSthe+gi}xL^3|e}?urrH|o<|N7O7MpU%BUR zt}=1i#3jYklOpB^Wo`+8t%(^fH2a1B3><%07rofeRGQxr)$>nw+tqia{%_`5y*?_i z_v+F`9pA0jZgSP1tDVvyWfsc4yX$j&&p)B-d(^b?=tS8%xibZ&%lCobPz4 z!D1HLpoCr1-}!d3Cs);&e4O4@a-To)$Ks=gG0`uhT$ldc<WUg_{ z`1yYZ?m7eW1`~OaA4UHe{O5;%xZkNejr+ED^y74+O_PE=p4@mKIC;W}gY7IK^K^e4 z%zecEp=@^Q!zUX*w6}4X{Zc)8{TA%ay;i)z}%q0Jo$rsvnhW^ox!C& z)=QWDzUx%TCHy_0G(F!nl(q8<+rC}b?IdgLKAvx@lgW^ixs;=L`SHj4Z@kBLvhLEo zw_GGZY?k{}w@0$y-#%x^Rlc;Z{v-SG-?QsGr~lLYz~BDmeEZAt6rE_FEnBzmYCf&N zX&2s}eztLr!sEW@)?xd%PVXrB&%m6qOLtoTqNuE@v^Ax!R}wDeEb95QgJXkx-XgQ} zkpb<>J&zh}TkT{s?-|(HfB3im;eQ6+io}!+J9mFrH#>RhQL&}Dyc-ntmd-LzF+ABg z-*V;>m8p!5rXN$Q%RA~bPIK>GFPSYR-n!1DU$kNq|K|8t)1!9o_E0LYdAhCtlv{rt zyWaaPJbKzkGO$e%g2b42{ctaQWc{B(_*O;r;W8=LuisW19b3IBV_W&}!Z{nv1x{{s zIH{7{IQi1v`A6#{K1@FvFO_}IDKhgO?~nSWCbOn3e)!ht+PT*eGd=i11BDEC9^~?x zupphiw9^0J{H|aAhYqekUHb6%+2Ft{Yi=ErbvhmrZMkM~ol3@cM~!>#(i;z)UmN?O z|LA?*3a5*`?i!<^fg-ZKGwcOYw-8f%I-WT~NSyBElZ`Zb8 z^PB#ZEJR+hsM}xD$LA~6|#_{8#bN;Qq5BT|B+-hy>)%~!4ns0iT z_@~wD3^wMpiS!mvstfX~y1>4q?rQJDT<2qQvK#xIt}VItuEuit(y51D8+0i1EK#V~ zcY5cEcP^dt4rT}clX!R0#?`zf-u>gESA{Q+6+gP1+bjJx(dN8%VzXVGUA*zRr~BKt zR;u^e8D#7i*s@pXama_Of9!NFmE73!Vr#Z+VscZUSk3lHch}ySWPI+XxZRzEkI#?h zbJh4?nIHR+y~WhxkH76M_tNquuO}YNwOO^>WtpUIN`eO$hY&;A$1a99e_TIIewcoE zFaN`*=R4o+306JdxmM`W+c)nLJaWVfBUS!01iV$_jB#VI;QjnX)cr_2XPxXHv&(x- z%OCN&$9`0?Q=R9Tv;5-Hu9FEHBh7TqZ91xKz0Hxc<+#F}>%1SWA07XrQ_FlXD*apd zxAH&ARr%lQXMgKAe=F0xUs^ofZ>D|JjSWA}FUp!H_F>=T$NHRiD!TG{Jr4Wt-h8!n zW(7CfC-q>S+1CpmtaM_RT)^-4ar&Ff57xK*6Z$B&{n1?SxT|&tSF6tLk%~T=|LsI- zYf8^%oBXE}cRby2_^E=PKhLJW)AyLyKDJ(6E&Vq*^zu6!OR@cnGbY|Sn7=Z9ddyEI zH>a5~LLNPntaP)p_6z0wQ>;6;PwAt3&zIeM9rJCXC8Kqf{^lHU%)J`u?8$RqA+RS| zeO>nPKfxcHJ$^Jk%3NRL{m^}~ciSatS-tZfS8iR3wUX#Ru~PZClAW8gSkL4+y;~U1 z{PFtmcY0fm!?dzl`W-bkk60_eoEKWuJtO8h=pf{YO`N^_aTaHbN?**E*r$K?W87mW z{|zUT6Bk9SZC$Zzw|Ti=vt;Hnt=+ekH?3gq2^U`EyX@e~L%;Sez58t*=jVh?yP`9r z`^-*UJRv@()Y(Dq;%}cNMX`VMJ$;(gK1`b@ab)*=3Cja2DZf*~uEcLX)?59cUgY(s zAO6ShiTN_I?DMp72(sAf!T9&l!rxjQF+GBxz1XTB&nrJ_zlE)JP4+y#>n7(p?%#NI zPrU8YwKMl#8{UmREy6oNwI}M>(T>MOyBe>HmPh%SM*U>?aC04C=y8zHDPiXeik)`<0)izx6(6&3^{|>`zN(`JTTKrd!5h&~H+x zX_kK0^0}69pY6+E>~CggtbOp;IP}7v+?8<^O&9alnVyxp{ZI8)_$>R9P0Y+cXS{lT z)_1}6>G3tu7xn~x_?XS=ugaXY>z1%g@9vb1d-p8dP~Eg#rfSmP z>PPq6ZEBai@O;eA^~!wLv56_Win5~2woI$5;rzG8TV~qj)amnQdOf%4Vt8BQ`N8@? zJ&&FA%U%B&y4604EnRgd>v~l1t;}!(N6t@6v{Ly#dW7T#l|AfK;aRV?^Q`g1^)06J zg|iDP!aY9jKeAViGwHX^Jo)Wr&m?A~%)GnysdeK|2f-CN!V@p;JTF=k)qNzM^N;0& zijwv%?XG+0z13IQEwp8|T0yHzb`#_8o6j$V&2P3d$*i(J%(;j6kvz|x?5e;k(}R28 znEG$9EMT~)|89wpI`i)(#m$!)WNZF2aIM|PUw3sM=Y==x^xo+#+q+?JL;NwJM=BE! zetOElxYtAB0sn$^#>cMDO6`Bk{HU@ty4LTJ;F|MK=c)%pYd)?wd0VLLs%Lop-SazP z|5pBX`cWVMW98x>_X9q}eksoQ5P38?arx_R5w8nEj%AZ>xux0^PH?mPc(!Pt%E#wT zf4m?6UN7YTFt$o#-LpxrsxAIFvc0#QW1y|L>1RNZ*;JJ$HHT#y%H)OWq$2LsU4Hve zHu~tU$r1iGg5GO?G`)$5Y0bFu=hL}fNB{HE(+Pfs_zFUiK-_)GdTb$Dc zZVNRw_B8HjzOYe*@%b0DO|2O(LYK_TFXI{Al;vaRb2Zy<`O7qToL^gO|3F^&NA;ok zEG1{%-OTGWKOAqjiOpS^ow@e5?$$Ha4IW3gaI0*bP^q$I!Mpg~%@Y_u=k5IP{OCN1 zOAD@iozIhPHr##?;#n|SNF#+8wE7o=WQe3KV@DYb2) z?a7v?Sa+kHMF~c;J0>!(7U&S1Z}WvA{P-61le=Ji#%k9KTlIyq3SQoFn_s%>mGC5` zEt^`GO><)NyAt5}K={DA>yAITAL}NEUNyOWS1+IU-pgMxw{{<1AAL6KlB1k?4lAen zJPYPK;R|bIj9%Q|Y=5*i+o`Poh?BRs=kwN$I%a#INfXZU7*q&NT3@wU=QZ3w4JK^JN`4IT9}^RtM1kv(R^gl!TdEQv%yQq4cs!4o$gF3 zx~aZ%0YB%Wea%0bi_<@ZAB^YMHL>T-2tU8(W#;NvQp+|kb*@#ty;I@PTCMHVx(w{g zw>)RJe73fttyce`eUqKUos2l~3#QinLThIAEj3%d^l1IFM*)kj8Cy&^)+NoJCNoFq z<^ujXE7ouLr}M}9!}^1q|g)3{P{krcKnGhK-aEePz=Z5sv zZ6CWH+X+Wz%+vl5euQ8CRoOj}OJDbzX-8WpS1;ZD^4fbvjqAFZB1Q{~*cn_m$d&c^ zGSu9UH9uV6{;U5ezeL23e6Ly8?)~~)+2?&cwIkQ*xN2y>tL^Gn`An`Kjvu)-W!4lk zIq{ESTN598zbx(cwfCHL+kaBUO`DmMEEQXnr=EK(wchfWw)eLxsrnw_19GN&E|}Cx z$8^W<+rYczhI_K?-JM&?Zv`o=y6w-n!H->iQU>#*?A>XbcF($dLSJ}GPWVEF2agsr ztMEL&^KJc#*`Do>^$+ul+>5HPcj}JY@X>VXvZ;JClVw+GD$h6*bYgZ?K-IK~ohQ}p zW^Iq-yu6j4=}-7&8)x-KQ`z*x-{iBlwIAB$9d&-$X~~1m_BR)Q4xb}?$-`4--m(T8 z;kX~Jg^T}KZU4A-eMd=dzWcNfnQwILu53DLcJ^sxT9e^{<60hH&K88e)BVq&mNWmG z`SyR4b*p&l*e)#lvHyeGF?;@(=d)M5xVAYyT6apS-i+tPr*;=SXP$I(0srKT^(*(7 z{%7FG{q^de*ag)O%iH%<|7YOTJ;eCvtdR9?@7wi;R~5R#xGioKFHPqzRFmi{-fHB3`n=3ML(tKa@9P;JUov^$5-(EYSpD#> zdhC^w9c$%|ZjE-Cn^0CJ-H>?Vg`~yvF2%c>mXU_Sf6z@of6gyKeqB$FyClw_kHxb{O5M zU7PbMW~U72Db~lbE0~|f%l$FE@=w-%!M>%oOCCpFetc!^zf*5+C)YK8*Lt|O&3$iC z>37k8>zCjAar?pYmb^W-3t#Q3TfXqNdwJ=KmlyAx*GctSwb+BRg=gBST+3sg$Fv)N zOkV!tKGWh4ZgU@==gpXP=+$>~;rlVKex+EoOy`=;X1YCWYW(SdJ@We5>Fg$qkM48t z6ZZcYACPPA`;o7I`Kza~k1l@|EZO9jVcjjXTjK9zD27O>ZeE9Ky2BG5%j<0_i zWwzMlbZ*Y9Nq461n6T}_s>C**;=AAatA1%8s^h=7hx>Q7|B@FP+kREuit*aE;%Vz< z+r`H2=WT>9Z&2D}{b2c@>GwJQGu$YW|0|`z-2KtM{hf{aBVBK|-4#oAZP-zr8OP)$ z7TgpvfzRR{Yg+i;=pW7zAN}7lKR&r-wJ(>)m)EmzubzEg$Srl_<{rbpua`+!vh--W zvwRKGzO{$@fj>vZ%sPqe>9^`zYdp&fD{E7$3m3nPPuaA`rSVC?x3~Em_m=R_aI@m` zWvDTa&2QN!`D&ighvS`FZ)?6)+VbJ=t~+;C4{w-wWe!7wCd*%s^-Jw!E4&ZSm#HzV z{JZ|)Sz%AHIL)n_x8*7wvUZP7OIpiqlNjaG_C}`CtuZ`_fChYwC*ihYs@pJ0^M!S;_yyJ!cGaPbWaQ0j08TlI* zZIzka?=^AxictCznt+g7win?q6JuvFfY z=jtlo*E{^MeZYRX^gc_5oMH0;vuRd$7ZxtKlc`&{>dtWm>(uOt`HH>g90Q*(kdWca zV16=7`}N-BLw15c+#mLHd*_xvIPJLNm3VQy@1wbDwQk-WNplyAeVn>wjvLcgg~h^s zwRR;xcI^|B7c5=&A>>g#&q=f2MjKBwIxin&lzm`o`-n;iu6Eox9z^hXxNJcucTwto0{^)*JP5R^1k9m7* z^VhuYS~V~C-~4jIr;d#doeX~>F_A$QwYdnvC?ccd}Yt!=n?AF}Y#*}gIZrVYarit7Amog+(On$V! zvnF)W@x^!VMc;byT650JTfVLP=H{xjFg~*h`*>{K0S(3(Le_#YQ>*69{2=k8`S3oa zYbEir73twyFX-~VeRWW7v9MMNgJjM{Z^H+AmFsmDFm-8Q#eDq-`PQoAN19jqrZz;eS)V3IgD;#mTCh1qR!~zAysI_$pbl4<{@=uGkc6_M&U6YI6goqB$zsBT))W9GiK=u>w2rELGze^+^YRhx6S zcA4_VBTKjENf$QHt9Tjp{XYZGp2VfE!)DpOZ#6w_8}~+R+lKjmGu3DCEmhXuxt}pC z`oVvOej#m3>4SDk5$`2bH_uh8@jD{KBs<^mfI9P~29p~1kB^W2)4KeXTh}?P!F9!y z?C)DHugy)}d;5FM&!o<{#5Zqlz7MuP{$9eqov$IJRs z$MyHVud_ORXxFvn<+a)Ai|^mP8=-u%oJH*1`@D{Vw@QsuxGGd0%f2r5`C^t_~ZJvk{fGuOEdCv7wpP@!M1$)?f9*Go=?{CwaL4< z(dMbg^Lbk*FRwB9IBosXJ6U0JLf7?6UZ<7J`gGrSmPb;`?}u|Vx!h~!Xcx&XUQbG7g5T^j{c+mw+WS)P+9;E0-)=<4M9tPN+cb$`w~O1A z<4@i&FM4x8WlqX9we|=0LOvUFEQAjR~J`XKXuLSp1av^OOL7g>sv!YwM4! z=ZVPpXSeg>9?K;^rk%PY;!*OSLFl$l)wFNSZM_UKlMgU26k%lR{TO^SPWIBeFK^Am zC!M_m<;)5B-^9tl+Vs&j(jPnP!k zmVf4#b#wLdZKNM@dslDwc>8R=_gta$`W-9061&To*Jm-@p8WWGj|ya?t(*R{znwLP z%Q*g=-Cc8lbw7Wf`QP_d(+~e=*iwJQpF1M++N|^r)?F_z{uGTz#rb@g& zFT%KaX-(nBzP?8u`D^mjyjSWg&ic>bv3d8Td+E97F6`N8>^ki^M@agdaOu@q-*#8XMZ0~v>&&@ylPxe{~*MPf%U9u4h(D*{;~7 z`)_UT+0te)W%CESqH_K?-*n>crY|T7U{C+gz}L^4ILQ{%3fUyue}Ft(^O5 z?cW8L-;LdEaN}!&Z~Ub?yC09;wh1_|jy^AR&u$^dzRS9LXZIeS6y@Qw(XeHb=ihtx zvd?EM;QM}9US?0~L*Ah0A(z*`Ik&c0`>fv5+9fyd#csAZT=y$u?g8ZIqZz@-;@|+#>Oj=ZK+B|bj4tw%MmiZ&T{mWiO)jr$Fx$(+D@ogV6w@pwzsUq}=<5BFnvi>=LZalUy zeYPcleUb0S@5h9H6ujWO#sAIhv%;o$o|oMcMP@S@#QxY>+_B5A+P=8%(tW`%+_h%b zvUL_qE-w_jw%vc(Eze>Rg(oiR89lA`H+9@Bj%lCKSitx0_~Y^(oh>iFeBZa}${N*O z)%Q1L{qkM5P^8#Ub)LyQb-~G#=QfnCvktzJdi5*kdvy=xS!s7pXXnfAN%+sOSte`6 z;+qblVK`2E!+N*$;8**r`&<2{x%KJ$#bRz`Y^w2{`ZYso{(;l{v!)$raD5pPZ1+fH zLB>t@*xTD46wTk}+7mWkWX;llm!@U!?$x^G-7A&WIom}=CX!z>R5T!&dy5%|?xdm` zB}{++N~YPi$Dd7I3}5_Z{|J3FKkVPd`CxUog^lmJ6@8(bFYdWLbqCMxZw#w8m9Q%? z6rT9HKIr4ysb}ZExoX?qVPmnMM}NV!pjz|88#)uL_B{=ql&Q2cQ&0MotbB$4Y>5-1 zpMAlngNup$k@}(g@O<0HX1=}aSw6CNR2T}<$$pS4C$WA{SgCey7_Y`op;rR#y)UJjxTkXYUH!RN`(~YVh5q4tyq8R}XVysF zl=+?0@B#ox(3NfReqM`xb%XIBV66cWIG>ptt(T6d?9<%i?h z?*1|VnBJ5Nq^PP6Ovrb3P za@lij-^H@&UYjeAadvj=9N6^sfV`#*gH`y%t8e*o&F+UZ`No}l^`F5n`1kEw2k1kcZmC^b|S+dh}s$Q6zu27SQv&0km*|UB+AOFuF znfE94kuTG?%f9WN7ysCbg#GfHkYc<$%(xM&bPoy2U&0xM@y?^iYpnW@b&uKP2(yKkefZOoo<5yW+48QL``Z{g?qgd@nX5C9) zNL}wN&G-{6dTr&BA6b8O->0^}`S>$virMEa6IajcTFgGFwl4bbqCJuIkM2vp{FJp% z_^OTa%E-(Kk>2@hy)MPxVPVm^B-W*~QT7|pqdl9t818(?Z#CU7{(8c#j40cGTgzI! zE@WO?U#PSoahg`c1U7fmZ)U3>`o??x-KAqX*WGLPrb~H}LAO4=yXMmM%rW!3ViD7p zo$MLs?}>hRTVBs*r|tit{Mg3q3ok#unm8k6+pL>U42|7hZ{6m>c;kkR8J{gLL-qbn zlh?oVxuPm0GUd!Jlb+aFy|D#~X z@#A^+-|k1<*_9?Y?H^@7%Jq}nzg3pQuBMzPKkg6n z*?**c_VO3Bs?WIhT57}osf(SwmLw{)hEJ+XlK51&^~o2;FZoB_b7b!qwBz`re$~cs z@%`*?QK_wWmwtY^?QKD>ics5;g^ZfVEiE3u(!OHHU85o=^)dg@*|J;u!ar7@-xzuS zh~cY^&PyV+C-JUuZ#^xzV`cvtCr^tw4|%~r2U-3jDG~b=E9MG1DZQHRpw+`*bL~O6 zEo%Q6Hn}jIX~tLgr|Zm|nE)(~d8ZQkG2fi`rktZC_nu{UP{|(&c@MH*WrD_uDLW^0J;uuX|9F`ySuf z-*3lor!e#g6bnE8u&(%cm3-rt{|sH6=@0nD&)FC)GH;K&mNZjJlIdxup!2hW0}Np{ zPk!-SPk+3=Q!4fO!QbooUhgxo7v2+DSU35`tGA+Onmt=`KMTaf9-Az0%=|rTH`|@b zvlzM$|7YO;Cs#51VR+A(6Qty4rL&Y204CnAkcH}Ysac{f6 z{!i-1drkj1Kg2iek*_o5W%k(qJNN6O!zxbi1EnVDZQR|BcqNp>kI2yUo`8qYfL}#AGdXTA8NMgN4U>Lw#g4?&-FSK-K~+* zXP`VOJGXVFr~X0blag@{n42#BXGr50{L%IK(CLM*t;9Aj`!OkU?VGL9najOPr>Ul8 zJP|rHNjcF|(nmgO>Dsz;^As+B$^6P|9(u9HC%05$%j(myQja`Ux9*(W;&xw3`{};e zi<^7Cudn&A{dhg&kD|j5-!A>n(Ea7~@3ra?JNH~szxc=ESLvEe)y0dZ^l2#HGdGC6 zE!tmtfNjtF2mcw4^Yi_&{7~L;_UOs^L6eVcvzoiLqw(a9Cd+OQXVF{B^Bs;zF+4Io zfAfCyMI9Sw9jj-}t6#;*^rl@i>E?WvJzGT~Pi2p{Orvqzr@J4r7hYG{{!#wTa<-l2 zOI}>e7O0pKq5HLMa(23ALv$O*S)PpONq*5P-%ZzkVJAY)mP;}&?6aP|j`UGaOonf4OjB~xqkNon7veFOs_u1I5 zsByUP=4-r=>g3ypzRjAeT5B2b%{uddBy*l=zEP@W=cp{qUc`^;%8BER%bJ zSM}0%xn6#kR{bLK`|4=X{(OsLs)iHi%=cn=yp{jv=C}**{sft>&3C?7a-T2eXnN(U zyPgH#-kUUfsbq`jYs;9cCor?C?Rk7;mi!;(S!cd62W-3=W+S@ia@yyFsU9q%In4Jb z91tktVB6PyeV<{({Xd}}@2!8hzhhV4)P=9bCsyuC@A#74z1BWxyWk3yV+u3g^DOnq zxbWb^-_Pysay0yPk(^Y?C(m zlrs5j=@diBP=&(RU0>^a>LvCte$+p-&*GxVe+KcW$g`_ohn1II7vC1%E!brd8aq3M z=kT*2!|irAo;BE%KmOXc_~CuQin#2#_6M)6R-4LtcgZ}F4HawGC0S~!Ts+sXc~0@p z%6Hn~k8R9utv@)wwd&DJtI&BHS9V`4x0}8!`exMiMU$Gl&rL~xnJRb?BWk2 zU+LqsOmAmKna-P7EV<=MVDoZ*jk{TlJ?XaP2?a|&hW#mA_ape9X!zl~=H4Igb*_B% zPuSepKWAE1SNEjPm0cSpbwfRmvsXI4caXXM$Jo5%&qBLNnTZc;I4OJZ%@XwC)G7Ro%?&EWR?ip5UshfIb-MwSxZ6}u&vlPi}a-Y0K_`E{W z>S4Epo$ylp>f>*k&D*xhckN zXR0?k$QxaZcm8+r9@mBBANddbB{GdNF1;$}x0|^7PDRy)=!m;_ocr$`=@Pa0Ic1mD z>WMqu?xa6Q>ld$Ius{8Ldr{VWUYpcMbIlK5tJC=C6E5~EY+`18-sFQhpWYeWu_=0{ zc56vQrwn@< zYCgMWRMh=@?sILep3b$i?}8kZrCJ2eviZwf`S7F^|4C+ETdTVErB&|sL-{<}_Y5xC zm=>;fe$;U(*Za`4ut`xzlb9rx_hhsFwoIN7$`{jo;I)Ii-o<$DKM|MZkAI7^xVBF= z?uU5jhqO75Doy^XAD$5L$}DX8;^~u4X>zbuYAVasYCl8sG4d$M`rNl9mn%y zr`^J3H}9WKe%Sd=H)Us|N_M5AM8#>Q(DoGv*PH&RU3lw9|534P;#GND*XVRTHTloL ze?(>Xj)EmEF>SXjo^IR6=6Bga=Bemczp1~~U(7oC{_yGU)B2)6oUR|S>iL!XuYaw` z?;M_qyVp!Sk^7j{Bk-Et&SyJ*+qci>*m_^&&X1(i;UD#8uD+cu_N#=q?&GOlvm|SF zp3*5ux;uT+?z;yi-W4#|NOgVp*vFc||A@aQOzm@EM2&2=%{Sg>?lUE2G(PY1pONr+ zdv5H<{|pCenGf3WY`CiXWxZHM+p+f^(H9@RRm)Jn^mvEm8Go*$Q$j6*q7sTHi98lz z{QT8BH`ny-k+5$cZ9bnmsNAKhbMANpgUqB_Ev@h8S!%35oNv^rlg|F9;u{}w?T>ez z+Q!Y7*DGypyC(6Jd!JiIs*%u*pKj-j&t)(l-Wsd++v$q>hAV5{nf!hsopNn^ph?iN zdp&Cy*qY<))cYg&W8$|iwg68vpu-4$x~HxX!iOVnag_uf5(_New{B+ z(HwO7SwPBF{r6&z{xs%4<2iA%?cn2gUl#DsdL116Vcph6FRxj(EnIy6MnwF|Z12^x z)BCg=tY+M7;InJFzApPe19uI#{o#0liuH##W&f_RUVV7^o#QL+9CH2RS2n#r$KgN` zC*z(o{K0{L5-+@se^`FlH{ScoA5Yc3RogZBCa-(-=$E#>o{r z(%*U5W$Wxi`|J!}X)B$6G&^Ey$?Z(H2aD4u{JtQ-Y&er&y|K^1hOO(D+2aT44K|7o z?YZJBx?UfNnznk)tL;|7w_i>dh(0ne%^L;;R zY3yu0SHUA>`^t?&&BV6iy@SkBw4>^A?cE&?;&PKe*gq<3{?L7NSACbhjrEGxv(C-6 z_RfBib@5j8Tf-?@FLIZp*&EBW$K5GB_pSfqdyfmLALq@_e0VnGNA%GPqF27$+jnZwX*$;Cis?-s&ayGopHr&0iTAlX?By+fCWg zJ7#Gn=evb5G{4DOigG|omHDCjJ-iQi*^k=E?7#f{>L2q*-l(AIOy-(s)57uR2P zHeI(c?}HcP3oi?H_LmN_E9U8s+_IjPBiN_V1EFLk>t665L ztkT&0yvnY7MMZm1v)`pPd8M{aWw&{k&e7G`B)20Zz|-C_Do*1Af9D^;Z}mSs_E@gY zkk2?j`R~eP-R(1b((}Gb9&`7PVtA|gWB=kG!3XOUF4PD=+NROXZ&D z6C+J@go1V5kIC2?vM6Na#Pk>bJ4^2Yt*$LwI636 zuIJw4SY5fGB0MzLKIn4#<@^WxuP0A>uw=$zN1L*VKYa}E##_FPt9@9{STXI`U8A!_u#9YgfHI zcIct{b)H)pcNQ3T=c`!Sdhi?P>QsHuKE9~uw35OB9jBh(*8@KqKRmbe!}_C>e^iIf zyY}dt#Nw$-HkDIZi9TG_Swq zc2B71;30pG-k!#ol*G#x3{TSSOkEkOm-pCb>Y6|Dsk%G8+eWppc1i53{kN_OMr1v@ z_vnyQV=T*BmaZ2Eig=ReIj(Dxzin0V_H8bIOQNscp?}97`)_Ufv+DNk+vzDPGtND; zw4B^m-?qp8fF0L=hL-O!R{7t)bw0e~a_R5p_&vXMciysl_jma-+cwK}b&upXpI3># zZH}vbE)_wKH$sa#pOIv%x9unq%up zS<7!Lzw+M-cbWazb@`Fm_Uu_=zg7w9>8f8BicpDHIl`25HImy+ z{ir@HHc#l4I{@Sg{taDFmz3q$4J>q(rv8QFGqw5nfP+ngB8rz{=|QL|4(SI^`US3Z^WnmJ91TTtL}e>ocqr! zFH4pspO!9rF8SQHz$)Bz-M`Db;(Po%b!*%otknO~8y?;r*>>%E_-~sDUK3Y|RN74Y zEZEf3u)^KK_Vs}k3-}X$G=JQFc)v(ZTxoChL7~HWCaYy6KmUo?b>ZN~Nym=6ZHkr-EG^4>7t0{u8lu3F*jOL$CoLox zZvI_W|KyQP<$s1m^?y!#R_&TE_s8e@KD8|Q{Es}-#LbW1y!Yz1_tq`b!YocseAvs= z-uV6G@vNsPQOW$$|K?}cjaTZ^&v*I$-OJy$Y*Mv`sjcr}>%+^RcCR|N-*~#hvWwq4 z875eAfBaReepH_6pU|C`X5tt9Hs8zKl@k70@_nApJn?G+K=6Lna?vo`whtoAn3h0A`l`|rP~7qD{Hy?0j^&oi-k ze!6za#}h0)zph`l>kgL%IeZJx7T+mO%K{}eSz5I+mZrWCIX93&5JYN zJm0+hM8TY{5BfrXqCfig{K?s;dwu=duX77SgU{~2{PtPPs+9peypkOaoDY`ARekpP zXn)jSxMH_kv-`fi+qYkQIN{8$yy=Pg%Wuu(W1n#``dG*N#)dPT%nKLrZ?IFT$UYLj zfAjPH8pVY_%#VoG$zNDk^4eDFTCQHow2wkT-^HuFQny>`MDVb3U)m?M_BOvvc2#^! zX*^GK+|MYvl{&$9Z~gSBx!&`X@6qly{)Lk7XC1=2)(^A>kbglP^UH0&wjc2CDcc^k zc3C%buW{+yPd*pb-^Z_Lvy`7VM{~W$#XYVM?u*q}{4!Vt1L9tpt^bxi z^X~MljwQD~IdVJ}(qL!SVy#)aq~dg?1(huoxcX8cG?;H z*gvXw{4rf{e6{lv(6>;o#^%VoHCz0zc8O^KfYe(`05w4diQMzW5I!wa(5T7I*G4T zm^|y}=Ev^GW22AG)A^XXu5;zBqYrc412d0*E1S+b`JU27!ZKTd2|NC%eHbr){=@r69v4e) z`}5q$EI#=t+Cq0x7r))v@|uqtw`%UJE50I^Eq%03<5G>~Z@VAKM}NgP)oATHwtZdP z>hq^>*CcPmA!t{e_;Cl@L%I2m5*WzA8}vZeI-w4 z!93|~k10GZ%TnCRlh_`KOGuntuXn|!c74`9zRNb+rS;EVSmm5A%+7pr%x0(jd)bHO zGQWge8LH+F*X0eT6Uig*VauwYt~!5JnCM@6Yq4(u1LlEQtx7K2dt3Q z=6?9Ecgc_92haQelK~T0xeqEd@3f^w@7z*tJ-g-3ZjZ>+&byA15-fcFGFQ9#d*gI2ZH;yMcj~p@mRvXf z&2drAiz8L%o~b;ivQ^-xPEp-Qr`i|HTYubL{L=hC1NT0eigUVphn=r)ov}`F-`2}( zuiesa6n-0dO@vX{_8SAIt>%A*O=_KsU(XlZYI5yMw{G4!Ub%OL*|l7!B~yKx+t}If z6ltH{llu5>`SI`DzDGU%&v5J3Ez#}UyDSzraaSBT;PI$8R5?C1K+{J0@!sNx{}$W+ zYpngoz4Pt8Yo0bUp4^r0F?x8V&%JI7 ztB`m9#^cY}7~UIsJ(zs(xas3dbr<#vq->sd{hyG!$Fhy>zV&+7Sn@X?DVAajVfC;- z!jWIK^pSnfKaGzi=G<$x^{?szX-Q8rGY?@qXBA;QlQ4_A>_EA2o&h-&bFqEBTo>n!H` zv_wbVwVR!-dd8r6zJ}jLNwczB(Grg(9yQo*J|gyu|8PC)4<=syLw2$|cV996{hGV` zt-p8Mr||84FIM#Y>~geV$hS9OX6U*6&*q2!;rUEoY{SDp>~G(a-Rm6mQDs{7S6w^p zA8QgLrunOBEaR6FQ~4CG=*MQUe)iY?u76tB*M8Zd|JC14*XULBZP(v6-cNm%--VX$UWTJro!5urmVbiy>5K>JOh6@^`2vUi)ws& zcjnK~)H3W{$Z>NsOYe-^eTH4T^FQuC`pr(&x9-$?|I4MOeIE0C?cFwQ>noZ3zH?EZ zsHfw9hGkt>7+>v^z4S-&;rpg~UK`g(>-k-all42(qJKWz7QZDXdQFXHp5z6=xw|(W zTywwopY-gI52?qyN;Ln7um53^)hoMi@x#B0CcAGN+`P^6VNIY+5rdA3y@vHp(?hT3 zZ_z)(n`koQUFjdkrT*W#r7LvSKJ2=??ai%?OA?)OPZ&Ne(sR z8Btr-Z#gU(d&&51!fwZt?CUg`PybV`(Y?A){NBrnuY_-AiA61)76092O04zSPw(X#E--ZOH2^S`q}8UIv&SbyX{G(F1oddF7RdAB2)9XC!tJwMcA z^NcC|b6RuP9AwN9-agOeKZD#>+3+KFj6Y%@)aGgH8Xub+=UwnCq;Tz)DBnG2R^~D< z_|Fhx_Ta6(0kiHjO9gqejBf^6Ra3;STlH?6%+lMocTZ%LM*C`xiTCB-tu(!p9nY%& z#zsB$QLcXcg*~1NW8!-a-gb#*` z6;#ZQ4U}1(zPNI`c7bI18^+L-7kmy3k0-v4+x@7YKdbyd!{#q>@>llg{%7EN96dR{ z`?vI=Z;v9RqbB)o+|n<4*|Xr7%>%oS^5@u$SQ#qAR(??WcmL3>cY7EAn11-4_SOrr z!ol6H^U5dPFjTNhX%%xhaqPv-<8^bc&%Ayu&gw_vBmD+>w$gZxOgZuErE{y}+qClJS%nUeo>2BN$!8=wrSJ=$F z6tQ@c;)^p2{Vmkl<<=6nF7jfHe(K^Htvx?-eob$_e6YOEeEa^3U;nE1-kK=vq1^dr z^~~7G?8)gn)NeJ|1zfaYeAF-W@_qf1iu~}aIe}+#i&K+zE^4>l3E8w#lKZ6GoU6a* zx5Qa*_LO^kFixpad8$I$WUskSCw|;$*F0?Y^uVhk+w3?085mFeXW*(SUh+q0!!CaH z_AR{b!Taag$X=hcTJ)U7spH%K{aW{*;js93^F!C9JD<$c_@lY#%t~c3##@CucfKoI z=f7bA|GD1ihs(Ra@G5@I^*^-h-rS{&fBM#zFZUH;{GNL&c8Xp(li|EQLGo?)^y2yI z4>{E6uH|J2i~aYI{aMAqrK-}bGS{xfXRdB8uVD^UH!Q_G+OGDZ9>eJxk_i~V>X zf31$UMrOy(t7@N3eXHJm`rzC#EwlB2;;9A9O`Z}GYz;Qq58V$dKeA2xxySLLz4WVD zx)Ua8Pk!iYer_J;ao5RJQv*0G+1b0EY}wD2U8lZtcPz8h)zXZGQp{_E& z>cKvlh#!+5opMX z_2mQ~qw>9dyEc3fsTZm-{IKlS^YE*>ar~TFMt{5A=eXCdTy=u|=Atx~B7TLo2lCS| zPyF$Hfq8p<8b5Qy=|x#}^3}C@1+(h5*2>{LVufDi2aV#?Ahi|1INV`JvY{B29X;!!PaMyl~&n zE7#p;Y3R;8s4Kkv%!1`kp7M@y-oh+XCBCpo{Zjun_e0wLN4w|qR2+7@nEy4O$G$CR z>eguOvRU`kdOb=fUJ+>ZXEBsN*I@Jg$bG)GdvrhS_rFrA&r@;V^i;`uu5@<;k_zOKxa3U6J%M|IJU<|6{}FDAUI>bY>s^i0_$yCP$m1f>Tu zc_$xyj-9ig>rb}$n=YOBLsFmO)_2bOxOTSB91n%x7IK-fJ8%BG?qBt#y4U`gRext4 zb5>RP?S&uO`WN4hz4t0dw&Zodf}h7c>mKAbtm8ay@!mn+k5ANU>ZF=`AA6U?y`%8F-&B?Te0###))z1JeAt_28+1$Gu3GH! zQ{kiX-*1||3w^#)V*R3hf*H43w;z7rDJOEhot5_RKRn5k5Je%SHMh<)(BtIpu^mUyApw_3N} zTUe5tyXCBwfU1JaCCPi4B8wDmZ_(g6Q?2oHb&rRQ;luMH+0(3^&0PKJ+qCOO(YJZ+ zL%L46-g=UH^X)U<3G5Dg{)I4}ycjq40(>{Y1+Iy`Z_8<0@kNn`@ZIk6#z6a=Ep=bvH6&s)`#~^YxPTR{xRCV z`R<+9zjnpwo-unD@-tg>k!bOCmWj7*UofAoNqltH`*@uCm9Kx}^6i7JsAWDYFfgiS zyusMOzCg4;Zs~*ko41e57ciO6`%0?x-Es1aamjPRqAp z@9op_1-WAbUP_&7ew6)J>lL@Iv){#cODAP#rsl5Tw#k@Yggp6%WC(Gf8SJyILz}_O+C+1^m+YBmOEY8W1n9B&ANMT)T5A;+J$XG7I)`cGO)02s!E>q^*+YV9J_p!p=PsdRqOLZ+WkyFrXLP^ z6{qmw_RFXx+$%DFtvym+{PKI&+Gc5`+cS&jacxOnA60+s;_4sDkL?zIJF9(YR@w5* zr-qv^lw8f#Ni%SaP&O{fv?j5r z^CYDoT);28XkT~!jr3zLOLA|=f7mc3X6wxOZRb4ZFdWjUl+-!p%u~RAPdjF6|C`f~ zG?!mmlmB%tx6Ad?Lgma|dJ78;cJAgVoDiheYcAmQv#)h`0Q-cCaeqH3U4FYO{>XgZ z>|bgV3;*^nh&wNTYYX_s0k=?{*}pbNx};|53a(?W5_pjZ1zcA3j;2 z^Z1Hsrz*G2^Z9xvZI&uYj3=!N*orckTNmxkioZGgXj#;=^{FdjUq+S9U3!BzsJ1Bc z?weUx_dV%IcAI#(ghB0nfOf;j__oC#j{XU7UYl9a-sc1hg_{Zg=>$Al&+oHZ6F)up4=m1xz`}|^| zbIuLMG8y4d&#N~-2nk@nFwg4BAK4ZE&dUjYsGWX9R_J}y1-T_r-hv-Z?T&`_$U0M zIr*V{-?xAIx4zFx-M8iY{#`NFhf>wG_$+S~H+OwrwO_1pmH%S@)yJ3JJ-Otd(ox-C z4#zm|?t8Um#x2e_oM#zomDzj#$y7MI{n+^>hz{jLhze>bz_~t?1caLUf431 z+v9Rg>SJB$BlkGBH-*nWbn98G>Cvxi)~w;W<)xV7GbcCSmi>%pK=$*wLEe$2*4sCB zKG>8wcR`o)G>_A=3+BvoI9|2dm7!Mh!CkS_F@Gm)<Iv`4pGYn|V`JNo1RiyL1N^Mu0p z2Yz0)DO`K}!ATpn?K?jFnV$4>&7URD5_UVkzrA~T&f{AvZe~c$Te|$-{acyW%frkR zeXm|IFg}_m@zAG-OrWe!nCKzRep=<`BpoXKT$icZ;6-7SikI*n#Jj}nJX4Yvve?B;@|X~WgXku z;}a*ad3?B~!Td^Js3!2k^!7jHAI=}W<=$;_UqHY0%V}Gy&wkss?(3@bV%lWm7G2`R zpwfG8dEb=x?ehif;mYSV28eti1;eaG?moN&>P!jF$l zf83kx_L0BMCi7uFPnMZLcY61cI1zDkjgOXwXIT&3ICncjrXkX6;^j%%PgZF#zwmFd z)BNza^?ZNne9;=mi;J%O@m?Bxqtz_@>7So6g329lxwK@2KTUFTKV`+mzrG^;s64yQ zAIAE}w$>hdFPNt7-g;%;rElJ{PLkrh+f&#=N>v`$B*JjVCZ0OzSG4NGcE7S&pV!}FK2pc?QElg9--p`1 zcG5G}2-$``ciUL4Ej@eQTOJ*e6>mIUPri){M=kb{hpC1mo3xeeX@9JK6fdple$?N! z)wfja@_~P%JLU&mWyunaGo9KJw!$iJYTE%e3*Nq|t;DZjJbTvp@zrm0#a1r=;ddr; zp8VB(zQxr`Uw??m_Ex=UUt_YZyMc`%My9CvNY>eWkb3s-4nPk|jU?XK39oA$>rKzpKWwe);*;Kk|=EJI(rb>DrH*XGVHzsublE zaGX4ml5n_5%U|qI!nTjhKdgN>efSjd!}&0abgj^%*KgUL&OChP^XZMwTUv@+0vHd7 zFdq6rU?qP1!W!MpKYAa$XN{^@?ET@(the90!Y+QbXOE7m6pYLXo1{H6hhcl9bZ^7l z{|shTX?vI-$@l-!fBe3acfIR_8Gno)es^)dutj^t+kdYfY&!WwB*>5R@Adq+?0VlH zzvUZkti^gC$nw>)iCtN6Rqx%`SeN)a=XH3bRCp#jbxJ5aVNu=uedAGv>P0nHm-i&p z)Ia=NfB2u&heIb5i_0IznjQD<()GF}o!}JfZIa-TJek?9*x18Ui>WF5(W!6m1^!)} zCSD$Abj?JcJ0??3>tl+1+WxD0TZ_vkxICylohv`3SMCpA?EMUhnD7pq7e2ACsXHh2 z_&>v;vmdUvzcaZj9(ZZ1u9w8Sq$^*dt&gYbFb1kzG+uB#H8FO|J>l&?WaV z;^GSHgGTr6dW*N0L`!S0O!Azm+$d);S*3v?)10yA!K{z{?REzL8CsZ+N6B~mJNfND z!<*AP-t9a4tg-ss3d-yH`j6jzrzRpH#Z-i@2Qi!SmXLI`)#=MWxKnk^EPL%@|JzF?VwU-&50!* zkNCKHay1P6gR~y({LuaH)I5{_3@zop*K)ti_~V|YA~kKP$Ys9;A5I0`Wl33|B+v5I z^h`zgx4Hi90WYNDTlN^_)L15$>fZf2Z}E!SWsie01s4~poD|7g;C3TG`9XurZ}qFiB>zgIJw@#y0nd z;fHP0{jU7+`c<~_+mde2>!zjqx{kOj_&9IVIP`qwpF#kUm3<-9od$J z&U5oi^*a=2>uSGGHtJTr$M`~Ix$JA^$MHwwf5g}sw#WTD{qMx5Hwl}5+uySJ^E12m z_O|u$K83F`m@m}v)o@(gr+RkrP5U;RYTIoKQhNVHrgJTu$IdTt^?gsy-J6tn5e;&Vkx@O07%cGUgCjSo1 z`0&b({hDb!v-ir^^F%iH9lQGY+N^tLr}7I`G6{u#ykmFgQ%IlIzooyE>obm)&HvEx zv#zeUe980Q{?;`w_uM!B>u+6^`~JG}Qic+H;r(g(ZTGoqlvn(i9K7$N?b|)!W*?(o ze!Fh=T4hlNb8Dp!izbh!p1>2H+>>YXU)b~f(fsiK;r$~QZNIIzZ#K>4_qzJvhO+s+ zn7-pDbsJ`H=gGg_z*jaWX~D!{)Ek<#uPM=$QPCRVuo8n?dH( zw{r&dyEp%1jdOjZe=G0#kt*>XlTI6Z-nD(3Q!|&{aLg}p%G~ztjh7zRWJQHfMSDKK zb&w5R|K|2X-K1-m!#C}|wzg!g^P%#pw|kd-H#liyE?^MUuh1EK;Yo?BP3gMigZG(h zEFal3{E&{`e?9%;vgi(+4tPyD-Q@!g}=Y&yM9=W8}Huc$irk^i_q@2h{DAFemQ-NUf$p4`Q)Ys;58N6b^s`62D!UclZR40+ zzGUsIAG^I~aemnX+MOeGbP9NP&drltgl>}yk33uyb@pMryhN$!#MFg|JeWd{vXw<^47QY8}^<4+qo(>EBfEf{pUU}GkSA;n%UcP#^Y3@ zz3Sc{8PhN2&6WEe)W8vZ!upY7?tg}g;yIpEUKz{Fe2C|(VSKQ@tE#=@(xKDw7Zom* zSkHA0dmh^KcIiyBx2&ye67^t1Nz2SnhvtzDG{_NBN`Kx8JfKifXv{)td9mUuVB7rb}kI_4)sN zY;;?FTDbg?^|Kgmd?-J#pRc0-z&w^~>%X4-lDYM6m9O5rM~^)Io#*kI-5B6-Som1v z#<-=9yoBkL-l&)v!&gaj#ezxqw+0}a{$FljZ-RIhCsOG8Iz-7R8 zh~09Z%8&Eu#UEDIFh2Y%_3yB2_QhJ2S;yAsKMRu;)17c=;`$)ST^-W`N6v5xuAL2| L;>4!`#{V|~LI2g9 literal 0 HcmV?d00001