From b7ef18179f5a8d1d460bb07b603b11506f0155a0 Mon Sep 17 00:00:00 2001 From: Subeen-Kim Date: Mon, 9 Oct 2017 18:49:24 -0400 Subject: [PATCH 1/3] temporary submission --- datafromwiki.py | 42 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) create mode 100644 datafromwiki.py diff --git a/datafromwiki.py b/datafromwiki.py new file mode 100644 index 0000000..3ff8f52 --- /dev/null +++ b/datafromwiki.py @@ -0,0 +1,42 @@ +import wikipedia +import math + +def text_to_word(text): + text = text.replace('-',' ') + text = text.replace('(','') + text = text.replace(')','') + text = text.replace("'",'') + text = text.lower() + list_of_unsorted = text.split() + return list_of_unsorted + +def histogram(unsorted_words): + count = dict() + for word in unsorted_words: + if word not in count: + count[word] = 1 + else: + count[word] += 1 + return count + +#histogram(text_to_word('Subeen-is-(an)-idiot')) + +def matching_summary(): + print ('Relationship between the given words will be presented') + search_1 = input('1st word: ') + search_2 = input('2nd word: ') + text_1 = text_to_word(wikipedia.summary(search_1)) + text_2 = text_to_word(wikipedia.summary(search_2)) + histogram_1 = histogram(text_1) + histogram_2 = histogram(text_2) + + common_count = dict() + for word in text_1: + geometric_mean = math.sqrt(histogram_1.get(word, 0)*histogram_2.get(word, 0)) + if geometric_mean != 0: + common_count[word] = geometric_mean + else: + + return common_count + +matching_summary() From a5aac273df6e1e5a74e44ddba279010ffe2ebafc Mon Sep 17 00:00:00 2001 From: Subeen-Kim Date: Thu, 12 Oct 2017 03:35:39 -0400 Subject: [PATCH 2/3] Turning in miniproject 3 --- README.md | 5 ++++ Reflection.pdf | Bin 0 -> 200156 bytes commonwords.py | 64 +++++++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 69 insertions(+) create mode 100644 Reflection.pdf create mode 100644 commonwords.py diff --git a/README.md b/README.md index 8cce527..f5400af 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,8 @@ # TextMining This is the base repo for the text mining and analysis project for Software Design at Olin College. + +# commonwords.py +Required packages: + +$ pip install wikipedia diff --git a/Reflection.pdf b/Reflection.pdf new file mode 100644 index 0000000000000000000000000000000000000000..e9c02bbf1d75eeffb5c070d14107e4f5cd5adaab GIT binary patch literal 200156 zcmeFZ1yq!67dDEZq9CA1DJh7AA`Q|iN_QhAARyfgNU2DdbP0$wN{QqUf`oMU3^8;K z64G(*L0qAdhJI9RMy zEL4_yCOBC9{LD&DRtC(%x^}u|mPX8Sx<&@JRBYg}0<)B^g%Q1h1(UKO0~NEPosGS| zosx}#fr6!_9TgkLQ4?uh8&h!$LrX9W>Q94bRG^uGAo#(-GO&1dGzDs~Q*#~7!7OZP zZ(&Ep&MayC%vOVn9W@*kD{5Wf7Z>W67S+j7P!0ZL6tG+y12D?3^(q+HTH4#_8`y%? zh*(j;^sgu4}bj<{`E^7wLWHPgJ;IN4=o)vKvxzjE><=wZXPx*DzG~X zJFqfas$X&vwXw9f0`nco`sf3*BD0c>u7#}?Y6tpG%)*Myj|?1)^$iq6AA)g}boFdO zlV4K*wM$znmXiWO4g8NlM2yYs3~ZQ1%)qW58R%O+Ghmi7urRWFPQ}K>#fj==YiDDi zYmS5E_^$BDaM18Qd{@i&hp&QHKVHw4DhMja7neRID!-uqgj z<0f0Hh|x|U+an>p5H%bpR1WFYyY|BS@%cjog#5=^O6w=jE&Af>*jBI4Ycf4U+oZ7+ zZgmK8f31(U;?<}1AYml#-PLKApe z#!SNfHr~j7x?6PS^V^&z;%#bj0@77x-?7%rG79IDIUbO6K@M!(@l9pqYKZ7hj_v#QWwj zb<4=w@n>6me_%3Nu|Nf~-y!<|k<&XhpJ(!(I_XtU3X7~HU^a+D$ zR{e2$=Qi+ZNAh#D{cz?}A7EgW6FxYHG5{_dOtS1^r6t}rhYeI18WNO5y<%MfZ?x+H8t93>F(Hlj}h5w*dF%4-jy zpO)n=FIDJ#@6cy(pkKsB3eMo%*NMS%y=R)=6D7K9!itkML12}VQ){;BDbFuPt!!B6 z7d4#o=)r|ayISQrv0K+@-Pmr2eT;8b+a8BeJL6v5&Vv^gE`1B3QVN$H8*G&>lUEdW zZq4D!p;O!5wQkKJ!wznUXIcy3A0 zJFD$l$AJ0erKVAI2YpU|oW!%Z0~29Sb*C#JI4x?sjfFnA2@-1|h6!PF3Z^MGs*mIu_3%93W@N#kUDOk_bHNt{4=cJ9NLMcG7x*X+i-*k;cUJ?`SMHvwEJmVO&-f z5xVYhua*0Rmbm40N>EI+z^#mmLWQJhWa z!pz2Dp1wP#jrxSh0|xpWxoC{JWUW_geIn1p2{zvhkK~JV;F39s6K)&x(&eynd|_8e z*YLTIe)(pYX^vn_>tXri2E9DD^Q{kbJ>tsAaH?D;38djp$J^V= zw*>Pewa$gHNbfrmovGxxXQfcf)O>Kc^;%7!a3wkhLkyIBm2c#X(*@y9(U5Ldt7N5Z z#&Y~PvY{e+X}zy0zGOsMdydZva{@VqklQ1^K78?KzL@pgKa}G{vRvC%XQSKf8f1K1 z?`iw-t1s1q8)2qcimZ(T?_7s|v@6xnt46b^*TOr=KQ^3+W=z^5^xPM?px;q>;oM_k zVVAnI3etxx;w81u*8I?1rO;ER6`xsHSfaqdH|U>MnoGson53+HML@<# zB15L`Ut?b~aFHntVK#^2le3D*_$Fjni@8QH7aZzW4WncGJz{xkbTu`a@A?MOl;xVx zmB1y@G!9B~;)^wx{m+I``_r=U;9Tq7!CM}&j=oSRa==yR>hIC08adWI?1yLG!X#(v zrE$kV4})S;@CgM!f#W^1@_{XRIiAl(R9k1E-_sB)!?@yN&;{(PN;#cmH5Xk;zPTp! zP~MhaOsdNq?CSFi+U*^Re9+n_VMJI=@4rtU-<^5;#Z`kCO4pUijRyGqm1+r2mVO`K zo1Z^sD&Q+?y_y^P;Hn+h#nF)@&v^MEqm`z*B6|=uM{kK328GHLy92E&u9pkeRrws< zwI7`VPhjY#?`>zC1{{&49J}++Itk}HWjrp{$X!vth}8wu+0%n2ZSd zA7WRS4>nt*Pm>C;20 z+-M!~O_vOc3O z|IcxCd9Ft(+!dEE@De6aHi(+o8}MCDGbMsFD8x{rSruNPSUY5I!wRfIXjej@BbmhhKz3L|YXkzdquIN*8 zs&65b3o5&8Uzz=Lv=wPQ*eJPaNf@`;Z15dX%Nq3Y>K@{_*#D zCP}kPr zsD+ZTxq+>W0Yt&lT-QQQQCf-lu?1kc#ui4*s>T)%ENqScd`7i@WMHdrV{Bz-X+w1s zNid5T+t}I(Ki9RPVrK(k&F{Zi+1Nn$XLiqRsW^{l`bm0?>i8c^Js$Wdz&Kjxf36MC za3fpPOyVG>GS+`!VPs}N#lrl+Rv#6s+~Z*dO#j#4Ol+)NAoQ{lGcY!KZb!w%!_NG` z!RTmBR2(dDs9V0vh2_UwPc3RqFW83+RZ-3(ZH{+Pj0uy}HpM?L>z#s3%V z;GZS_-!}$s?i0qq#(lyVI63c~GzRYfp)s(XG6v2+#=rtXR&MUo#&8sapV~1hUjKh6 z(pHnzGcnLdMe0WpHY+<7_=i%}ua6v5tiR&tUmrQCSbr;s`F~}I4uW>nl>cjD^iyZ# zXykun`QL+dR#tBIzk+mC5TtWmcI6&(AEQzJWE>JopLqe@&a(Qv+B!al>vO+{MTK0X z>O=FNhYwthyuud-KJvmd-0~iqd}ojP#?BFU_;sW_W>g2R#eTS?;o#(2cMvV(GCn~U z;kPaI4f2jrWv08aeKgO8w^UP#ZcU?ctPY{e8}f9Ly-|{_cr1)>arDrXwEb2=R zEMv-ZmlAEhXg;|rz2MhiUbOCJ;J?}3h~v07VYfQpfllbdB6ul~+U6CNga3Emo0B$6 z<kEu(V>i`#l4r#QdoEF%L}$=IGGa z-+UgJwnEQCGBAHW?@PF|*GX~i14eGSdK2Xj_2Jjqww8UltT;JxUszz}Xm%I51*I9u(n_ICQsiM6|FOSH=c-hj) zJEh^sOdINq(Pw{N2iMrwwBv0@-@WT`(-Qu(Hya#DFh&!y&}zO{r>5PeN_&g_!rt7g zvF*pl*L#@N`6Sg%GgyRX((U26p_uf3pSuc|^zU*bGdz+QG=^TE*XVvrN656imWqF1 zHpC?G$=X1lC4N#PE|=jgEg|{G^EsTeu42)NvHtmMSeVL*5=pd8Vshe)=h~i&X;*1d*gjVVxg$J`&qB}P#&8@^Y~gs; z7JDgDNL`{M=3X<& zO@6ELd0hWv7j%ZCKunLfGt{^uCT#MTeL424;#$y}FqKH3g;(6WL5@vjchh;h<`(|8 z3$qI{v}@rIcjrnG9)V0hu~>7wAfm+dQkUwIGkQzNSX&LrvKy%xPl_tkvXj*GhR}E0-z zU3)Ta!VgkmoSvOW*00f9mf8j8@0-JDsp>9M`NqeW4t&HdoCwFH6u5(TS9&|1E(xz# zuFXeiTmx45iTBQ}T7lw+6H;9;IqLS0z2bU1(8p(pa?f(v_ZDoYS3u!rA0MC( zklW@GH-y+R$WwO;Z^MS5HFpG%k+VEy`J|;ex*r}>$y(w!bFrr?FCE}Nj)3C}znYot zIInQ&5iAfQeZDow%Y`@n>3Bb*8olrtcfY;+83pJLuPI!a%3cSNCw+ZP?KU1d;w~b= ziS;}Mv$O5&$6ya->&vN9)rWC!UEcb-k9mZ??;D~v^`(t8e(38Z^!WCksB3XESLvkz z`#S9!f4m0<@`1B zhX**f5l$}uO6ZQz`X7Kh;%>hY{ST=-LhfJwm5Pgth50vW;oxBdIZ`uA8$~N!eS_oF zC-XyNJ6kye8(~XxD@%(bzQimJQmHmpmZ;<=m7%VgE#QX#J>Lmf4%cZcU5s~ntJM4R zWlX}EGY=lf!7hIgBe1@BU96TiA3-Fo_vl7uO3!DBs~m{eB7UDWsjp{7KmRck8t%(_ zFs^cowK{`7Hl>EX^D^=Mvvn^s?p*USc4rX2rM?>pS{0b-ffBOqu zmpltoS+lM<9JHs9YB2xOS0B=ujoMokgJ@_D#Hf|w`e=|qFz!c>Szsd_?!#(INYQG} zLNu(3F%U%caJ0*}N`_xU$uAePAkV*KIU3?+iKjI;+MA2WqA?51TBZQ#87e8O;&Tu_ zDhpk(LEYC-rjp?^*4PskXcw;je`N~7X{2-<*H05!U(4D*dsYgCj=HQ#Cy&V|i%hLK zt$oSKv6%cGLR(4vXEO@oNUj5c^$y|qQGaLw^{*W&up-@lRAWjC32R^aBeWDf7`YBS zf!!#`71q@iI=589cl);p!Q=#qyRaEvXV>M8W1%s&!1s4IgQMQL?aUd93kwT-=Tdf3 zz?OasSlqJ|>NvjAK&gWmwuY$umNerC9OL{Y`jwNzPauaapxMHZU~;~q@ZyO-T4Ah* z%Xf}K+M`*&-BB;L(DGfbgR5WprOM2kkWuI5ij9_Srec^L=}m7FhjGqj2VUbKxb>($dnbujAg7NFlU8 zoASknG)TpAFhp*B!xLIGuQ;|8b7avSoyzjGwEF8ViLM)i`TC-z{m0XG&RH~ncMg17Gi!~b8%X%@BaJlWV|j&_3?BqWPbCKn&i~-l*`HT!wQMFpJDw>R+7L)uY&#>9 ziFSNGBw$Rq$4%m(Gi~wC_1BEZATaBMe*ZtycTON9BZ-_V_@bKY`U{127YkOkCS;C} zR_BDp#Ox~!%veltA1JO9*AN&OIHk>ZJhCs8^!jx@9b%~S_UhCWF4`Xx{ZI?Hx3||S zab7{x{q_BDk@-Rm{O8Y~e|;|>mmDl~u$55(^~NP{sxUG6Z4_XUTiEi!_YfD>)@GA~ zi)4kiC$Hj}HvBm;v)09_I#q5fQOSKhJ&wC+oX3jgf=Islv)hwE;Y$Gl_Q9l4bf?hj zn->o3V;a$KaG*t6n3&ABbnXR4KlyFm;U&%!^?_hBb6u%_Ejo_Ne7*+mLYF1;r!8M% zJE&Lj8O5mSO$WK``$8wrdxUP5hepKDnWH?qv67=!cKSDVPosS}*wxycN zqK;~u$E|~**=d#)Kl_G;hWdvmbeE2eo)(EjK-KqN9?ywD-mSdai+8d~+ss<2rVPue zLqyspbm;QH_1JdTOQ7HQT1wkB+5ZK%fpMuHTkJ_h@0>=mx80+0O4tkGl5nxirH*9Q z(cW=B#+&sL=kXfPy8aSieG*k8=6eg}4#!HTfRKtNIwMP`ADEk)clA%NOt;2KZl8rM zUHhZr5s)okT+o9sYZQG7$E$`X{I)fK9A#x?cVYV@&dU+2H!}U1% z>jWmHi`CqzgT#G^@ulI$FNgA>0bVz`wyk-0vqKoqN$mu<6+oFpMk)GE;KVYrtE$}v za%_I<7a&mwmL>7WzI@htGi}2RR$`5Wm4f5;k1hm|$i-W0Wo5j7o#;Eq#`fRb^`l_u zZn#KHU(g>z1yF%9)Nh-~$4&#-%8#*X;L~K8I6ey^d}#Pj9ShTzU@GEi;+2`l1*|J^4AhJnRDkGJrpR0HeSBDf&H z0$URVc6SzXH_Nq;A233Q-Q9<3Jh4kvrI~&oxEC;UGL-3ffMcGL+p1p~_n7YYBMDgi zo_3)gBv&o}1MIYu%*n~YhA?ZFmz@6Id7&>Gpy2+_zd(1oY$8P=WYd=};rmJGwn&yq zo{No*6%V@=gBhj$BC}$AuZ~z}{q+7xBbhWJcOLc>kGc)FXC2#W7L4h_F=F{b7Zw)w zHT#j5{_Ob_-vgfVZS&OL9<&|zl-a={qfCyo#}EpvB&%)Z^a|XwZBN-n1N`$bZ8%9J zsgcN@sl~&C%_?f$;}$?e^D4IgzO0kI6+)0BW%dic=HUl`_x|QozULu_G!N!8X%~z( z7~jq@9doqnunI{w*D*j>f}s1qnJicUGBq=^QLUt~kPzbhn;oarz|0BEs)SE`6AE*M z+xOR1j-*0W3o-wA7QhpM-HNL(cfl+Cz8+IA5(w!w61rU3nEsBPnftemM2sWp5*(=w zOkhjD$#Ynf)n>)!h=vO;jLmItOF{6=pOL8-kXcz-Q95pe{Ld{c61dEtaJ#WJz$t$7 z^ed3fa;LQqMODqn5zABG7Yn2ZLY=99&-oeYw%SMs-RF~sALGgM64j;EW@aG}(gY?~ z4PB(rJMqj4qU2>et$wU@dh6nQ$H&zi>Grc%l};+!s^bA>Af?bjYLxbB(W!$2aZG+< zYWmUp1n*ie8IFC?9Lcm23b>?gVyWRD2M+~gj$Jfv>Tq}T@UNr4Fh5^rwTY}gu`HFZraXEh11n}y5CwR`ubFUDWRXQ;Ou>@m7Nca`|poDh)DOgi=au^ z*7{uc(kkF(wy-bJyXE6N~+P&z9=+oKd2y3i61s|7^Q+ z=Iz7s$_xo1df+0Z<3f>w^BKtqotSigV&=O?e&_U1&VbG5Lvu?Iep@R5Oj;&(c6NSw zu3U)W#g_z#pO2My9{560mbJY$(+~^@m=NN`JhRpiKa{t*&N-hhw4a&SI}Spug?M#z zDo;mO`3N_;1&ekRww?TH7U?2b_2Q>V`|UcwF;5Dh3Etb=n`sJ@72JO2+Ye22KiJk@ zy2fduH21Oouci%fl|fQ2vyAL)=^fsv<|SCEZIopq9|Q>q5>eIa#;_$fF9q8(G2bIn za&nSdILf0|sWMGjtT|3KMc^j#m<_P#PvYwY0PlZ#-(jO4RThzuQP=))c3IxJn< zaw`ZV;Qe;vNLitMjs;9WN4jSnXFHN;D=7e!X)m|nqcPMj_-Czq9FaG-jX|U24P@m+ z5FeW>x8$mJArM{omIO8+d8Z9#e}CD1^f}nqHIHFa*aouj8oOcm!HwWT>+PwiIPUA@ z%<7+03RDw%P~r6HuI7$&sZk1}UOPY^joaNDqwelGkSM~FdRHptODipP+7znQUUgfp z*pzT$1?QuDB!(94w-v`DkwisigL(mbjdY3Ot9pOULO6j$2>%?ZaJFqL|8!D=R7hkN zKK+#KVg({uG&q67IJEJ*U_7^_w(pULJ0ZG`F{JfGz4THjzR>*V=DU1jFEJJq?V}Fv zqS7=cmtqZBt~xx}7<=*c<(c7P%P1_2zeHOCW%4It@@s#q1A*HgV4xuDw7Mf*1l^}& zjGlO?s;cH{6t@i@(Sj33oM8iLsShNTtdh*u_`7>69GmD)MrLL{qH?wAc11QSb#hv< z#YIIy*EyRQod@!C;(oA}m|FAK3{*&qf|K zi*4;f_}RZEErCX$*yRaZJ@YH2bz)P$0Q=-Rev#i3vUz!w$vSBnzX-;O{bBsdf}Kzt zD$Vz|&AB2=XWHKJuowP_)UaS}{uO(YPGZ)z>Q;51=!Z$y8_^PO==!Kg7X4!5+)Ch6zIXuFf6imn1+ywV3Xyd&NPNYFxVtS%m z8H!bVW8nu!{=vGAX$uCcV&QYXqRoGB_(%&GR4dPq&z3rbvRh=;+S}0ws8#8$BxLeuk{5CK3Hnq7V|Otl$?&t^|TUT z@NE|g$Y1TOArNb4r@q~mxVX4nD6(vRetxZ8s46v;R*|G+`1CTvp~G*Ca4RIY-)TQy z2V`uW@%Vqd>|FVzULfHDn8;~0f@srWu@f@KTn|^jEyn-k z*j>g!bIazl1YLJ(8^#VzzAYtNK}t`z2!?{})C6L;o6B-!(c$hs$Q5$%CI~n?_~wFK z)agAp!0S8p>jPNvOiWF~D!GC|p5n9H&|SPT|7G)Ue^2cTEjAm(-z^(}1JHC!lWn#u z;&%h?<;h>hp{1(Y?+J~%tMz0@l*fm!1}<}Y(jz9KRRUeNomPQ?^QDeDc7HbkSvE{O z3bH~7L|R&UZZk_+Rh9G{2q<|_QSsjC7^;S?kmuhG0zR{#MDqSWFXqp+6TT?D#{>StI~W z##5>aMiFU?gF__zUrvhUXeIpKPU7KSx)Ok_zYM8_Z@a>T`d^OZ^t2%?JIO#o@uW$B zOkIWZW&)3GTF;R6Ul0Luj=G3i-|5+1ADWc9qm0GzaqkdDIl8* z{p};l3Aby$fpNZd;0LReyP$mm%#b1rPz)28c~#3^h$uw}7RaAoVp@4#*Nl0e6!8-b zVhu^Dhr^6=QjV6kvU;Y&%hA;-Ljp#gX-YoN8Lb5Iu(^0@rrc(f|$a1 zkF&C~Di=}0*ENX*(fFWqZyWEzC-J4DK$zuAZ89M_;0CyeJ;WRh+} zu~%ePI)L&NrY#;={g-Do@N@s|k-{``bRP-HJS69`nf(619XI#BlK`g?}&hVI;K0$9vLpg)zuZ1d|j(B;r(xeTEa^5 zu_5l@LhFR0{uUc2a-`HY-P+F9*0yH^mB{;}jzqr)<%+XS$cN>M{C2=-drF4ow6x4Q zz*eq9p_!S!hi9^!e%at(%QLnqzOkKZk|{)VoBNOc|7ycv3+dUwt1|@b$pTh#JEues zq{K%0z`e?^1Ms(u1dnbZ{`J|(bMtpMbcp-1^Qfd&kBru`c8OJzH}HG^#VW=u^k+a= zk`hU#{q=y@62(cqe;r(0}mr>wyDKWWfLD`28)y6u4^xIb^X5K0OCgo)X(%v@co}|JO;D-8P|h$OCX+6Dr$^ zO~kDIZcg92IPt%&iSlr(0b2fU>4)od$#DBGg#63$Lmf6lX(h`XiuV(2*Vwxo5Eeqh zlKf9rRx?Rz`8;zL@7D6w39EubJ_MH^*8LgHs$aI1{mpecwPd${38aSpz40rk`|j}Q zbv^)0DY!XH?(1A;@G{N?qeui&`|%j^6RH;;&jGmHLY(Q2fQL>TR^ZpZVW!CTCIi^~ z74Bu+oknTtjKegzOx)bm)4G_YVLb&wyohsmMt zQubK1Wl{_(0d(Uxy8Oq2VOqbv(Esl8OW*%nV*lG<{(p5| zvK~PWSAyNk$Gu2LUMyrwE!X_QQ#>BTFI)cwU_p${aLLF!bG->&pfKgg8B+X%J-={_ zTsaaN=)Su?7v}P$tnwGh`5RA?v1~S5xkulz{iKc3d<|^|H6Z^1s2Q(e@NxMf_0`3K z_Q)-V|AL8VNI_82APK_2wtpSuGpqsx;zZ2+;6jzpSpW^~K3*!g{#`U=61o*~u)j;p z%#SRY;C0zwS}Fy3B+Ih7v|(rTTMToTn}Qmx!Nq)+e0co*vehvUyvU#ri)XtcFv;!S z+7TF}r`t{Ss_F>1?yRqVELz6x z*ElwNTPvu)E|)0~)*W3gHtub&r9Nc5dgBrkOpA34>30Sq%oELSBx4dM8_SVN?VLm% zCh-b-`#kEY1^rdSIKUw%yU$>pzfiAu>mkXL5-7MQA;ds>vE^I9%X-WmyRJldO0?d- zh|D3eg4Df)CVeVD*jWIX&~+~y(i99-3EBVn=OwNqAZ8FGY;Zhxb$btF;WVB+;rC7< zDtORR#3q!A!N5$INM%P1QnrqhA)*$gQ$&L-tLES9#}ZrPxOH5A_BsQG$+uiiLyo;w ze`!k-)bI*y5**GGS8YAc2?Uo&y5GE<@T7@F21O~HQsCDko8oRui7Z#{<}{+pXl`yH z{Fx<0duWVJOs)&Ml#t(S=Up+zQ3R&{kn)c^f0ecXmqEq*o-7%Gx)<3 z4GmPe17d30kukxiKH!>u+O5OU7GzMlE}}w% z1Dc-TYiNcV_5-`1tfgeo3-B!HbgZdJ;PqbH2H(2yD&Nt?`r&kIYLKZeR(I=FR=rj# zR##-dppu*i>h+ozO-AhdwT$BJBQIvUA07xmOo`cn%qO>eW#7iK8sZk;W>BO*r?1=n zv(Zg9!TQBaJY+G*ZuOj@FT>^0SAL(&+i`cPI4&Jj_*}j8$vJ;l#+%$B znkV`*xh_$TdciGDA>n(`tSrtOX1fEIf7OXzd(Lr_jqt2p| zSvzS1cB>TUv+r-W&Kb@$^vTP@67xq`F&S>rII~qd*v*G0t2+)Er^k5eY}F7?zE<{w zdx5f=ST6I}Yoseq0lB~m8uuyJ#y~1OAYF4`>fOE0l(3`HG?oD%p%v0;b zwSh{u7_)8k0?LFZbqUT$;~K}cR_-utX&tF(mL!)D$NI8i8BV%)RQOxF6xsy!-1=Atn0_*qn+f~vj7?LLB_m<%1a zZ3BI74N-2Gl?M<0obS)o!dzFT1iw+oiNJg3*4AHQ;IhaXwZ;k;HqwryfaUk|q>R%xm_++SXrXb1Ue5u%N0Z$()FPM#s4 zLHjtjRou70fa&;^t?>zZJzl|9G=Dk@fFy9u9%rZXdqC5j(KWACBUj#q51FrdEGzA?N)u1@ish7y^p-Qm?>V{Z*%?AVqfPILXr?He0jMC(T z@Dh{4aSYFW%Oi&S`t|EMl{+S3Q1Mdd306;I!42-J?ZClM)TMlwk>8^6T8~pweZ9!q z4mi`f&fk7`3@Wn44VfM8Zwxa#J^c3U3n=VJ(Kd^WYo%D`jwR2ga5Xw-CsujiCh6J@ zRF>G)tQ|jYBv{8Xfx@oiL1RBij}ay&bxEZecc*YUtxiscR=V!i?=o)CPk0h*i&ZqY zC~blw1B-ffK`EgG+cuuQTcDm#4EH6XfW8>+5LfX@UGspH+hYAnjzmkJ<9erP>y^~O zd%&t5+Dt@e$MSyD)X}l@Oc?T-o&#!}Vt%f=D43<&_es5xARrCm)H~94101jw2Q;U2vu$0C^b$>mmk#|bJh*ysxAUG;Y*-ose(_}vHqEP(GrNz7Oz!ZmF4g3GvoJ& z*$>kiaa!$?Wd0d0$u5VL25n`LN$B^(yq_rO8oJwMs4amk3cSwAXb(~8Q6Uh}a~xQB zAauCh?(c5EWXAoyDdP4-e;lo4`HIMD#7EU!u3S(E>FsKQCxS?pFGxbwCq=$<7&4xc zsv~z!>--VF>@q_-y5+UBU*g`HqUu6aHysTdFAm#y|G=Z%E5{2@aO-POBuy~?YLB9< zv~maPup%TSGy5NzCpRx*HXRTu8$}Pa+zVD@ftyc0f4D!6=N|ncRe)r1(YA$dfUiBi zojqEQ!#lEwCAW0?I`oHX)sFIt(a?g5LsG;ph{PgYs>2x+?JSmX^SKXxf|ANwvQbJ6 zRaK*e5vQ5>6;r8LY~s6%i&v!@V)~a$XA%-#d$H-`CE|eO50~)1&f!iJ6OKmK^ixKs zpynM5fS8S&v96_)n6dG~g)?ZQfC7~~U6NxK^x&|Yl`H6Yz5ohhDY?v|o%R3~5b+#d zvnUz&n)J`^m~f5QVxL&Bn4alMm8`g_%6QAr`4-GB$G1btZtu3U^^c|E(I6e;!}BcL z4q-v9NPs{wtomNPeISXt#C}dWdL8(n>7K!6%Dpkn6~#4leZNVK#h0xhpaz?H zk(Wd<)G!cuDwzXo@9`vW3Py*`jiuq%8gPYslhN)~=E5X)OHJb5B%M}nKCC4{0P4?N zE@3{ri-hK8?T;>rcw(e(-4cL$hB34BniLI#`V@U)0NTko1ErzR!M`xB%CJUG5&k*&?nyg z<$gN)Rk{q<5}bYjupSP+Y28b?i-A+q9n9M=pq7-wrAbNE z6fCixfTGRSv~9?Q-lfiW=4*~(W_+?{gn`vpT$kwI`=K2LfQnF5O-!gC^9x2|6<(T(v3o* ztbKux)9-u90-`+u(*B5epb7(=0Lt&e&g^)&zd4a^D06RnGHgk{cWY&0DY2-oDxT9c zvV#7pV7Jt{C@lx|YssoFD+(FxnJrA5N9?+#>qrM%K5Sg>-TR{YML(BG{c|n9R+U?Y zQ!}WMgp}ISKCaxSOd8hmpTu4qO^PGUGOY@+QD%pNf141vseRcx;f&Vd zo;NX!uXt>yql;a(n{|q0mqcVJsA-Lq%%jw$zZl~CvON1(?2Pwz zLB4Eu?(GfXlph<8@*iHAKQTZbN=8I5DkC1m_4Fw5DX=Wh+|Njx@6R1w94zqv7J^mx zj_|h1K)}hV%+Z>E97aoLsPz+`pCcCZCV! zi^kpr0$Y3_Rg&1J!e!eAf3b~kIh;alQP>-|aroy#{~8nT9WS>VhjVjto;%P6+`4du zv4MR3l6XMZ1Q6zSCf|jD=iiRpYH4l1D!5B7bFvVtDNE1Zj2z484%xs!1`zszB* zU{|2yMhrc0Sm-kcrCE8GO3B3Y8ruQu8oV=_CpNA;Y0wm&lrRm#$2-vB#>U3Wp-(1$ z)Dxv#ybyZ*+eB{V4kOu>Q6RXy;)_>rQQgfO@%A1nG;MzWG_-b5nL%*tx{XuW zk_@IR&_?I=ek(Z}KS;#A`t><7+@GIN4n{5?HcfC9N`jLnLrWI8pNZBtWEJ_I?6H=r zTNy}~oAhRdc$*Iw)k$v+gy{6Keh%bfq^$#Q7QAK?2I2_&Fca_t%^rErdE*n)rPZ0A z{W{CLO##=~pNXWVT`7DISTE!72jBB`L7R{ok`h*=sB{A;LMq_d@5xj&K=fzG(>%+T zqnH11R@VP^ogWI=!ztDHgs&0460Xird`BRF#2UW;3Y3*M$y_zQeOE9gWR7s~a~&Bi zPm$&5$fiz)ifA$IC}JFazXU{P)swy!Nv4wo1DySu!gur99`93qRJXfx8DZ0Z!sJrAtM_R+2lfEg10L?zY6RckV5KA|P~% z0ROgC5J!INYR6t!mU>8hg` zV5ay;B!J{Wpq13z>Mi!J$y;PhY~@|%z{!hw3+>Oz_RK!6FsDZX>bMO4rRH37S;cR@ z=h0XV%$|fZT62n+$ky|D4yi%n(v!|B^qQQy+OL+y2x&qu)SbZ!+L{cLEm_eor=E#; zC{M~{jHNaKcC3_*kSfHrNTnxVZ>6Jl-jq~IcIQ_ z!m^)}oVnhOwN4n&A|+1+S1mMAUVS&VFOB~b$m$ONbr~C%IFlPTpt_2{B9$@fj#}PJ zjnGN&p?T{oIt*lT6v_44H#l!{akPO-%YbTbB?8TTg+Sd;Z$gLfB=S4qX9+Rb45a4r z(xj>tUow^_EN$yP%<959Ax&LMzR5rxreN&(=Wi?FzOO}(ef+Lo7Q?c zvZio`s~m1Y=NNEx-#)Jbb$x*k4*M(l2oc`X7>@XP*B9K3S+IPx&+-Nv(?;s*xPNowH5lQ57& zh}0nYV&&NKYIPWd0f3&7&dq>YfXRjRb-OPa28iKr(|Hx+8h2FfB=IrnKc|G4iw7*d zX4Pq53uXypxh_N?Bld|N_%Xha3(p_XKHliztal+u%?pc(xoCgh*-{;2U`eBEF{M<_ zip8;x)F;W$`Cxlyg5Fu`?b8gL_qOb8Y#^LtZauhBs)eV&A5<|&P{vdrdA;t;ygc>C zr}AjkreUn!j^j1w=0?BcZ=JO<<9UZhLnw!na>hEa^hRiyrdkoIruQb13R-O)x6~sS z@K#IdTkk-wOk1YzCNT}OR&P`UkL~N>kpwU4eIwv~wPWM_F524cS*+`v=)#e%eD)to ztzUo9s(4Yjj@F=({Y0FY-lEj;fxI7n{X3fOGJ8{~$?Gffa@azw+(i#dDR^vB!pXck z_@{%Xaw?fCK^Ru#j4r~S`2Nl7sq>tUVg_p+v}YpD#9_`F2tM;>jTBLM-mz;w^hNv~ zM>)WY4zX`}Euf|rb@(4{%ynZ@yuIpJEvQyx7Q^aG7DWGEyW)lCXQXQ^4YG3ABJ>pj z>%LwBaed-yRbI7xcbar6?*z`FHFli%?B;9o!3*d%3fEHn8I`lB5`VOWultVsD1THL z@6(pW@(8P?+*AxNM>nLX)Dl~a{j67qHRsr`1raCbHfnqKK1cN7D;x8HNf4>N#oh&u zW9e0imDz4Gk$6YLO)UVU-xfj#SOapnEns4WcLT1Cse#u7XxQI3NxQHce%}VvyC+*C z>T$(NJ!#lyR>TJBSroMXp{SC&{I{BWc z&lanZ&o%v!YiOh|f!{9C7f&Oby1!#<>k}HKT?z^lw;14EGw<=%=h74Fg{b}T-QO3y zo{y31!&n`7&J~0{jRW39!%=U*(3QN_Lh-?7Z0O}RZi{#MjkeY=uk-X=tWo<|;d!rc z^!@i(;A20kFtrH{+|@v0J;d_iO(#%#xMX&pmDgp9#a{BZQij!hPi9_TY(aWyroErW zrAN*AFi^}&M1H^gad3d{lBS2@OL<0(A~Oc(wDO|6WclL_;@1X*0;k%q>aM=CooO5A zXS;)>%Ew_xlMuI=St9rf$j0676aYf}$$=7?YJpx1SnH}Cp9#nm#R4betYvUgC`8vxU6K zys2hrcuRbB$TW9clGA)h>B%A;71NV1VtzH^<}F!oFl6Xba5+n1AZfR_Iu)hU2eLs5 zsS+B+7JDK3bJXsnE+01hyIHzakjs zV-%w1LESGNVQ1L#z@h`ldEDE4aD9&eGviiDi7?Ig?$H`~XS$rHgS=vuZQd4d@zVw6 zLFFjR4Z#=dvv0cK_abpSLxx8S%?7)Yp#31v1zE^L7oar2dAf;&-@N2XT7(UY}n(6S0~L&gZT02$jJJ0T&$$tehOo9rO*3w$P-D`l*~E3aY#iX(9*U*0f;8d z#6!S&<2~D(YC^5`g?`x=U$u2zc0t+wp#3y>H!rldE%jow*V}BD?bQKcuN)@?$;aZ? z+O~p;qB@k9z=@?-EI(~jFx-d>z+GO1AA%o5)bknSM(Y(jCGR$Tvsw(&RPcvy;n9=NgUU3>-~B4GCPJZ8y1wZJs#?Y9Um__y2hpynNgFiwl z=2e#j-;0%T5GbX52BtL(s((8S%t$}d`zeUAI@Dbfoi=IoS-=oxK3SqC%}2^BoUqsoQ*yLNf znrCXsA#FA0F>D3_0_+U$ZU}q*K)WY^^<;_DsEuqsi&*TC;5IVRWmVh{*KjEntDc_| zFJOXNKmdMW66C$8Hm}f#)T%n5#x23<9ZZuZMWQ#$(1*vm;>PyaIU0j%;0Ts zo9Ow$h|a*!u!}R3%kg>Nrx*bZoB|GG&&LPq@dDtrC|~wo$xxV0Gt+Z35;{e18sW1j zBA%&`+VT7%TVz<8ot=Q$Kwhe3RMwT)Bh85EW~=3+_jmM&wC{i%pk7o!z@;*`sR-3) z7vlLKw+#9#U7hEmqZKP|8UcprzEP0axF&}-{2dO`NH=*n^%t+4=P+bc`4s&u{^uu@ zn!u|8q?X}|14T$L1ybPo?v+7HdNds+Tzk**=S4gNY?)8*5i#n5xF_>!oF}P9<~O-O z8r--tBplkD?s8Tc5pWYV&SMG%-lB`en#mPUtI?gsl?Fc>sOMTA+5vO{?@Y_k+f=Rr z27gr|{y_o=8N;%&pA<5Zz6Jl|18-adY^Oz2*S#%kw=(l#uEBt$Xa^+B30U1qfG61W zhd0^r9cW6VIZ3gA5itpvjg+g)*y=~I*gXXPH&N~h9~n8>`@39;PaobL2vv$L5!TVK zM1%hTXpgw^_^k!--IrH~&&i+^gScdz3a%x@qy7)}-a8)a{r?{)tIQOVk&q&z>}*m* z$_SB>O=OSD$cT)D5)v|#y+_7nl|8aImp#h3?8y8*uFg4~-sf}P-{0-~$M5(1%>%%A#;sLuM0H|#?+#X|P zg4^f)2o(P&0|I%BTPXbB&rse}4!{0%^h7WtN(_FYotlzDFq{vXTHQsNK_@UVIC5~-7hVb9*Vgv23gGJyRYNcv$C-GS`S^zQ;;k*U~ zqB~%l2uSHl-S@tGQ>8Xd-E69V0qge#^`b20#`9C_4BvKv2XSIuL2;zmBGU6SB-|yg zKKs^}IWUXs{H>d%Wi?jVk>;vi4Y*!h_p6v1G1V2o(gB!~UdXP_!~6-lq9saoqjNst zff-ct&v0o69MpqnM?3T$1Gr@Bp1lgI9N1d-{Pgtqmt{G+>k)v8twgMh!T!X=c=nr2 z^&f7&pjuaV410E&yMyeqI3DK%4}JD%QhMQ6hG3hLr@irrn$|pz_8yKMI_^7eW3rwI z#%3tce0bkGa8ms(!iRkiXB@bEN{PL{Qma16NpUYV7PAnHd;bX%0Ko%nzZ3k#Eb3noNP)`8NHSjw@) zhdsA~ry;zpscC1kM-jv+c>Nh%%R%VkTY=}1M7$kD^ADdlsxiUo1iSgaQjoD$tombhUbay|v7KUd8ZHN1T{dzI&n`o6Rm!iQu#+8_PE*FxF1tu&UG)*SQ=pL_PTD z1PQP4RElkgLk>3Lk2c*QT;UF+F|M#7E{_o(&(T4$ihQc}5zQKZH4YV)OZ0NYjj74+ zq+NDmtgG}Rp|Bg06!qqfiCc=SYC;;WP&AclKw6WM)ZS(9wM{7S<}Op?x*wO1g8OLj zWzdZm%7}X{b#@I=@9WJZ9q~SlRUd9$sTHF_K^5bXys3QJd1a{8+wM9|-qKy?oKVeI za%hj2h|hlK@&T#LrY!X;?&L8yM)9f%ck=Zf+&Lt`ce07lvB6<=t%2>W@_B#$3anU zp~Gwqi06cqmv50l8D@sHklEPIW$_$us)`)fXvlh&lxnvK=^E&$Scu+HRGd$hDQ96} zDQj#qRBW&z-nxt*{DEldbHw-Tk}>&`-ix6}w|MRq%9c~ptI3OL-SQtq-};0XACab- z-VIdUW#_~d=J5sa5tQmMe9MIJM{x0;$wJP)hbloQC;!C{GvFza?)Jcihy=yiGkQoUlQj7e-2Kv<%?snzo`7?o^fs~{E=pgM@8onS;ZXW+ zTEJXCxnbr4yBR7<#~YzIFWa!YI$5h?(oWqVarnKYx;QMP=c&bm(GY6x&rO+5($V>j zg51uldTbppJvQGb3`p!u;7o4;w0+vUyupSqFh&|79oEv)Q+U}v%2jphs}qQ&l=_;d z7?~cu^%BsX4^LOid=opYg19Fgnj1<%p{Jy>|D(fG#td$TjjfaK(E{r+k9BNDY6Hkk z$rkSPSb`G-Omy*5CB=8zGXY`r>97>E*y`yjH(S0LXD?24r{BBeve=0VQQ3gfqpJbB z?{M@932K@35FdPEhcjy9l0jM}XaVtlD1L}`6?msiYc1H(JbizDwUc1hT$8en)rNyQ zH;*U6Bl!e_c{?cF&@d|bkd!nDP)LnpP&XljjXPH^yjbg9J27gzHVY{lt@2>{ zinoJcU~<-4+UbRpFE?N0?!TkCq!_n(!}#sQKJY&;Jxbr2TJ;GMMxeF7v7W{*--F`B zKE<-q4>UKOk%-Bb3`?bwrocd(K-NVC^bZT=wuHb|Ejrlk{UbCHUMy{K*+8AhXM>Oy7iIZ*Ct zC1@6XvSWkrs#CkK!$Oa_M5sOBQK$K&$tf<@$R<8Bj<@=0WSEVFUQkTO^Yrdt-A~Y+ z(&zR^`;~XNpmVf=ctV+ue+wy#Vjzepf* zyg0G#EIrm=Z#=CPP?)$p8V~O?7%yq_R@3UzP zugX^0eP7Zn7uc1D@>Pra94>ZcBBa9nr* zVXsIH;#r56Cc*t+-rMd&N!{#*ja_R7*hi~Zo;SW7S*cf~m0!wUzFU$Pj~2M7ZNTQ! z`(wF3n|5zrs7m{*)q6q~Q0GyWo&Zq`8t$Y86uInFN{kg@V7N71=(5}ce+B~5qb6Rc zZR)|KTKdx&`5N4x;3kyedfYbGiE}K zuW3b-S5R)-kW5%rO6;`@mmeJs+T+pa09?aU<6KAX=XCY#Xk_OQqhXV9Ln-c$#G~R5 zAKGc$Y`$8#4&+D=msl$*p5c5j6LNPTM`v04>FyU!`zgsJ0QvNgl2vgk2r(EfqI0Vc zhiyJRF5SOZ>oZbMt%RpiI9M+7u2?)jG5Utd?H^RLbViKkFXS-}$gt-p9Pzlmo+8sP zOK)F$hZ(OTs`qqW)l_Z3F6;Y%W{u>~Jaz7>GM7)%ID{XrnzWBTqPf&EC@>;Bl};0J zYEiA^TQ)|OdCFvi+JHdY#CZBcDKVEE1j#tNOWp!0529}F=X19ReV~LV?-x&mLVdK< zs=e7D$RWd-+*&-KOG_b}@!0lu*M(rY(9a1EmArS#d+>@Y3xhpA>YoA(#YHg#3#L8$ z4ad8Vf?J-22O3r0p+v^Y+NPOE_Y<-rW-?76nPc1t0EoJ^auS)5TeqjEG+z+jy_WIz zZk%XTk6D4-DRWK(pfe|XvfXdGn9uwSlQkYrv(a_^#n@t@% z-7;aKMQuoLC&Xn;EdlRrHnXhw=@?vQ$g2b#N^+N#l)UfJ(ze=rXK7q{h)7LNb`I5N z+Wjyrhrb273$#62lU^Qz{S{>N!o4Ap%2BlJq*qP9C@%Y*G*tMq!R~i83u#HjuHq!b z>BF-x?6^Rk`@Z&+BFfT}^u5%n@X%602apSyUtNoeAS@wzWt3ZB04I>`Rh%ugr3UYhHOwm^}56)9lGFE!V3lLv`pYDU_KGR8RKcv-9`pHx%w zkJq2v29w_j0G4Z9UY7fT2} zoL5Eo8}8@=El@x-p}K8uk@P1krW9v8t60EEr8bXOW+}sqGYPfW`lRPm6Q$!~zvBz@ zXI?G5W7`$_XZR_(AM?$Fe=>BV8(T}a|Q<3@#*QqUVDp|Y9 zZ>yG0=_Nk2zHm562QL_T`CNzL1DE-Jj04B5QW z-SM^Sz3m-NEnI3vRIoVBNHcjjOrso!{F5~SG zMg1TtJd4;YEau%VxO{Pez8auJr43BQP(v{_F;R)>e^I1sWTtxen^R*5{nB-*X8dYw z!uCK)_CdVpu2w7CC~`Ix!M7`8A1z~Y2{>Nmhxxw1r=U7|1fjo?FXa1Z6p2@8rOwuB zI-RpwMB6y*y!aeSWp(vc1HU{~YO?hQnq(yRy@uOiSZvHy4fox4zooK~&jjB5?o|}A z5aX%^cZyvdEA}U|?5CrOwa$Fzy{sM-3@FRi^YyK<=!Ux#RaZ^{#5icO9j~(;e-aC2 znRU<4m$*7$lm#3@%~wS~QjsoOnOzG`xhpcYYBY;95kkTiL0vJ1zF%)C`UQH1^dsJ@ z5X$4W4bxH^BGM|Ob~+Fvp*#*ru?8Ut$w)24>F|x<>Xglr+Gc4Kr}3Lxd!8Q)4Q7x- z=r0BYA%_>80c$f9JN&r!A@AqL$KKLdI7k_mgBNn_ZSIY4kJUXqT#r02q00Is`@DBQ zV&lQ>6u9U1d&e4m%KtC>_ zzTo!h;^VmKn|nc<`K(S-F{(<1*qZGK@z9pJ)+^O?d?)q2jDilZh<0UnAG)%zJ~7&% zJ`#&>dX!APQh<1wytI%;vVLOs%C@YOH!dZM;HFd$vr$ak$9yKqp_i41QrdQFKSm{q zw<$zVl-W#PALrIb`1-8Gl?^0 zpFPL^>f_-2ZYlOeI7Q!&k|pb~rlFkPN*4fJ4xMrq$!$|p)FFBoF%Dh|0Xvc1#ZibbP--1?2 z+`P@TzP_zYSL^NUJyo>}<_}S4k6ek-{pC+uZu<{5;=?T&JSXh}gsKozwe;^-?LM>)gFCMWw zZymWoh}1|zYtvX1@#?aL_YQ9#AH3w1IJb8~~SoU?yS(oN-2cVJMwdD3WE zf}-O0fT}7BJw|GJa2LX{er8!NrVLRXC(cd0L+B>YzVCcAtY|z1$KVN!K zI{#2cfz1u@sO&{Sb1vI(9e+54WaEv?=XXR80_gwTNrAIyU!pVUeOGwx3-z+)<;VQI(M3`UrCfR#MpqFae0`#6#{(Bj{c!zyU|MDa?1Xp@x0#D|0vsb`DvV#m`y`4H^IyDy}t&S(mmbaGJs zF{!M9NI@7$iw7*&0xeo@gQEg+;;|MJkfCjH{qXT4CI=KP;dzK5Qlx2O7P!WeDcJEn+M{@Ii>eU?RsXMJmB{FJ zyOK58K_uxPpRg$*O}f6aKfHo2>=1W56N^|O#!RNy$b=O=PgKw~SIGTti6aL3`&%~e z2%;$Lxxre%nX~di@>6RALqH`6AJwl zGr6TCXeY8?&jlE0yPJdy#BF6AqnBX^C1a0f*UDXr?S)-cp*U#;rU~m6K8(=V*tpVl zt7R|TwVw^Z>hD!?EQj*ff9{7-e8eIzpmVZT)LM;rZl+(L{%e44f4wLQ=g+U9 ze~!@^Yfsdur#SZOn*sHOUI`d-LDHbXWK9T^YWZW3VN+j$`1Q8L0{_=fsbB>x2Ds*e zX?*^ijDCG!-2r(_wvCn_|F18UwzSOljkh@S>j}~q!+rpC{N}jl{xkzfv%VP$ef#3X zPaBANwOYWQ5uuE%CVyP}^HC#WKh5YL(~fdNBnzkyJig*oiPgC?flhk@?xID17MlS! zW+h>pzzkRvKz(Ti2i@JR!hbIXsvQ)b+;C0&^;@QBD@YVZua3GmvqakDMyp|F=I6>l z*uP4*j3{xX{$peO@pX%x0QQ73Smrkl#9k^VW)((Be$EU4$@#3uwD0VpDuI*Mj?Biq zr5B$Ul3y@-J6dS`ivcZW`(bv%^X^Ry27lBY(m$C(AkFvdsp8Up#Lc?`y&wXbqvKKU}P__PU6N`2_3~fjLYH2Lq?pxp@wz3ziPHG{R4sOswdB zu5Nt}6D@qwRuB#XI`)~x9Na{n zl{?bWkongbAgTFyr!fTZjpyfRHZj`{f%Df{`1uH{?V7)S*sl*7(YGij7$dA-%~oVa)ac+u9xUaMV=h#CoPP2H#6r7!LJX56%-V- zw8$U5n~(R@-5{&0LqQE>tK&ppzUT;~WDaHv3t&8OPW(TighzpY<5KN23(O7fy*)Ho zNZcZW?qoU54sj44FV!OWbNc$FaNWNq`ct{K==nmHoYd?lTGI(OZkuMlfp2>Yn5jP| z)bXTLWMt%gI|i-sWt9F2iRelp&-}B~cRRI({+J$pINwl-etvB?!H0Cc;|WknjpiU< zdd|^O{)^pZ`U**O8`L=PIpCFK9k(^N4{skm%zu!26|=8Hs*Z}8K9YMs-&E()SbLPe z=-WVmu&@Kpn{0VW#Yr8cQ^c;s{%Wn4F=3e-Tv56q6rvWYF z+gsMN3`fNogIm|9eUQwyAV+ry<+86sh4XNonXlfN^FQaBMp5m&HZ@TXUj%GRVXdF5 zh$KPdkJ8g(2z9E51J#H84$Xj_6wM5V12!pcPY)aGE>0<}4dMc1&zxXb7)qkD53EGh z;qwi+2#qH}7Sq{YUS1xi0hS>Zdz7S9D-4rZinn$1T+~rlcY>+&H%V29N?q z3eS!aqOEV{Abnv%U2p3;4H@tDO<~Rq3Lk-k?$-x!THN~sbdKPG)f*i`%=(O2+6cl; z(9+uK_I)WmrEoNM8>#Yw=(k_VgwRE8SL^{+Z?0kltoR=Be^UPBImb6%C%Cq zfxqyl(HdPAfEg*dIQ3NqbmgdjZv3C~nB4)Edp2mK@VgaqSv{QRr+r5J{MGWgpIa0x znita13_y?&_85+(asT$yYoLW(j#xRjArt)f(qsb;pLVH&lk>{opX4tCzAfCHQ{y?< zfB)1`10+d~NHT>L zu|F-}&-X=OX`&AoGIKd9csb8tEK3R8ur(;`33MG84g?q$FC++DJ%_6X4dxIV0ou){ zF;?sm7Ay^^WSK~~b70rcQ~l@nO`*F%K?P$JWAQPI^oI%gAJg^Q0RJ?QKNtJwJ&YLy zT8|XD=5pX!&((i&^zV88bioWEfR7-^1AoU^pttm=X@$Qe2unZ>QIFDlZI_JP*S7Wb z^=#BR{^$Fk^-dLu(E1>8SUEY>PM3Rd3&c1|p2% zMLW^{`s^Rqz~5udRs{c{{}KwIHXQOSe_U(7{r36mEo=h1Jcys6!u#?pugsSpz?PW0 zauMSQ{4qm+yq2Rgph?!pGW(Nm5)rNF*J3O-OgHI8DP$ox-1^|~I(_YAT)8*4T{4LC z=Mnkq<%Ka>V8{x(#83S?CL(Wfm)jfQc!8h{M@YL7kLE_1i52Do{O!#zF0>bc@vySg zgTkA6JM8Cw8QNC!fj}>S;?8_{t@n=!4UxYXmY$i({?~Q?_nZHZ#s1^ggd_jgpnrO8 z|EsB`rv>}706fTOzLVuPVRS%6NGxOg$GlB5-mVjF#qdVnKLN<3w5Jxl;j|T8H-B!j z##%V|eb1_p^#dj&pZ_tfVUUoR@eq8$)a`1s%>`Z$=6L+MS^D+C4#@YIzO!v87P|2u zq6!IsM1sS}$xInngj`pcOSDjU7(}F6N$u6ZLB?F0-?P zsT*R=>~<)L2l<2v)ts+CO)KfIJ=#Bsp{)L>5P1O#-&zvB|JZ*QA*8|Z`r30F+fWO= zdyvoX8O8m%AM}4stuTjnXdc+`DiD@!;#CnH0J%(`?E-(?WMJb+(ia2nJ%$6PdK zRz&~#x@hNs8BB`+Nazo0J$@xvVSt#B4@2V_u$en6u#*|CbzBr872|%`+g&( zq@>g-cTn!pJkuOoZE`N%e+TjGzQo|kqjN?T^*cUmMcifRkR#vV>RxB>ddF=?Pq)T( z_hjXd)Doe?Zy)@WZ3Xm~dXHuS7bjlH&Jf`<8Vmfk+y~lZcT~m!Rjp4ZY=V zKyNy_0If{S%09fp z&R)3Dh+MQSssERCAD(CB0@ zWH$ZHY3qLsYYKhi-+z(v1qIm$-Bc;j`ma9!`ls*-K-D9jFhRn;fJ9N<24^2C3e zy6+mr<`KKDRQganslUuj{jZ-RM+^wQ^C3GYsxf*1>gZ?kgFxQ<-;Pc=5@RmMOveEL z`cT=t6I6iz?L4F+p%s#t;t*&RJbo7=fb;L4ia|0sPhhWPwgM2Erb7mC?qA2oZHb;k zYA)Dra}hQ4{A07#p-QzpWou9Zkh1!ZHSU>1gL(PiTI2t^`2U~&0!|8eGHrYG91s#( zL%rsw-Tb!~gHM9qin@!73wj@H>}sXCuM_U5rSv~7NHO|N*doB#XWcW3iulGJeEx*` z*Hf~H1{T1Zh=|$t@jQK;dDMUVHeIAs_BCkdQQaQhVI7LQ^zYV%v&p5zth}IL9YP1) zJiSlApp7WCu&|iMcwYa_(&3ZPgl{dzLo=qInVNt7*esfh5QA;*J^rt!E&v%EbDMxy}*rHg=Up{o7q(vkLmF&XA46lBi;oF~|l;V{Y>)4GVhJ}_UHGdXQ# zA=|Yx0_L5IKkhsj-wo>1>A~ra+t3T3+~Hd{I6Sr`?;g%OA`&O6L|!`}jt(R&I2nki z$#RDChByXU(c-)PzPq1lFNv+-kyWkH+?kar5FkXz*N=!_DBS~5n5IQ^MYZu81Pnd@Jo=&;T^$Pd-l7%84kfJs0&Qu= z73N|wyJXH00YFGTL1=bGG-c)8AT@gDYB4(GhjksKBsn%P4SekTb9C74jjHA@+LRc= z?>nyrAWy)C55A>~$bDF?Yoe~EM)`n4ZTyQj(*9`jk1siipydUjg^NPa9!*XxW)Zzh z;d$vYy8XZ(d4h((R`64Axt0!ZN9++0m6p55S3nWz2QXES0O@{He$r~&yEG=j_9O!C zUd<(QM9fnp>aXFQM3{0znRQer4Kaz9A^vO7zG!r(B(M$Yy6By5po}~wo)R>u2SLBT z%3tpfiog;ir=j)X87-Dwh~oZwhC(8e(l;k+a=+NN--2Rpm z&W|3YM;8K}8Iu&FI1T#mzy693xd$k%E%CYUqdLmU%9@&Ie;Tn%&l|75-y9YOlN{XMiz(GA{EwF} zMppp>bt4X;`1a~ki#cD{Gia;2U+=vLey6Z4Ca0`g{T^xT3hpBJnbU;7jT;uD6nM)U z9>ov#Bfxh5n(V9K@_e)$0mL`E&^Pt|I1z-Ea?5c%1o8}Qs9>Mc7`+x$ECu8P|JoNn z?e*V(K8rpFDi8n)UOsAq5boDsMWg6fZzue8pZ=b`-ts*lL4WM*@~!!g>3~G+M=%Q9 z*1goD%et^B_();Z;XDDC1hNYTnC!%F%M5$XuLF68L*wL;6Up!2WP%ttQ>6ptT-^Vh zR0s#-(qraN{>-cXzEdHwF!|VvkbD^taZuU~G>VGWkU2s@_ZDCsk)9){2 zhp>i71=Uu(FAS-$q;T@z7Zx@oWB_l~`J=W%SJQ4)q-C?`?J-eF(BT9vd;^Ktik1!2A09x_?3ImOG?x zbC+x*^dT0(As`LHgie2NWmxJc1)1<{zGcKVRCC+M11J}MUoC}fB#6&xcXW9mGX4L@ zfkOV~t>->S9P>rea{p~y_KJG$wz`ecZ$IAm63^j0*WRZ4VGckcU+7S1*Z10G7Oa1;KvgN+#mCKru?_ z(!VpJZu{G-4WYJ#9=>pe9P~HS4|5m=FpGBMNFAy?QMkxu10?<$X*hD^Ex5&kC39K4 zYon&NCB-7w_kW#rD_&4Cel%ev0a%cMak}3O3Pm}l*%t<;d+s}cep1O?(h6ULOt3`B zoXMAHJiZy|J+PT_rF7z$WH9qTpP!9J zx3;!!(PDbm9r*tKHeXPRVq2>Hu`}zPo`)lV@r~8`0;*T_X#;JA(99#$*D>Vuf^Er* zzXlHO10;}^yFa|}y!!?T4RCX&(U8)){RNIvlxIp?*U{aN;Kenq!xrz?r2czD=|PyF zi(#dE-i7n#1Tn`E-JK&7cRl*%`p^3Q^bP#>Zcfj3{yNWau>i_+XTq2dbpU0h+e2ZO z6yJP93}ywlGN|IJ$})Ki~>$?iJjBHUv(>%n;aI^EZ$f{p-@ZYKcYz zM|G8D4Qid=Jd20n=vM62zZO1JHH4+?qB3OF{i8iah*43!OQ?fze9MDBMQ@2i?77@@8byGEi->)c(^keh6oi^2#3;Z7U{S+C$JsS*^(p%iR(o{W{JGdK|1l;LRW(RM+9vwF zb6rSxiOfw)>m2&cvO*%I0kWJiTJ}&3PxJ$pDq}A4;6Cc0qL8^@2Jeja>Rslp+4(}I zgAMPO?e0Sy&U^3hOg^RcU1Z(aZ_SOtd+4?yVe%=?5WVUxtG(vsvFddj{oQ+S)@#Z-6u7C0upTEgO^2o%Uv?DOqt_4FXCRNN?ylm6 zMChDE5WLDdkLJQflafqX-G-a!QMb+e(h6pv?S*}V1~9H2IS@b1!HT=sL$^5os2(Wh zgIr}oK>^QpQDx}_S_eF4>a>9!^8eKX#iLuxXy;7_>+x{!c3~5X!ogg z>EnnM2>p40p3g=Yj_yQg=fO@SzY31po%XWWd#H zN^_haM7yA#{rXg!PLUbk2DASg^=L?*v~F(h>1HdZUU64};Fe|4pN zF{ff>4yv^YKg3iaI$`f+xDIFd&ev@om)sy5C~H9T?$NCH%*fe{%$)T(pr3DL=2j7A zi*C?I(}L($-?I~^i7&UkSi0xpsi!R52YgJFhSu{aj1JVgRS2C>w{z+ndeeDNqkgeN@iqCa=IJG%(_C^zXvvuC;ye5HZ_qABQ02s(7=Z|X zJDOsk*?Qe&k*<`F1-g~;UflYNZ5v4Y0~SQ1+QZ$ZryX?jvVH*MELN4a!cizWl&R7m zKoVtwJQ4sRC~E}{KtGvsZZT+>xWiKx1_Slmj z7^yOTetwJ=A{a|_Mo#7T2VZh=zPLVTVx(8387wev^}=s)*#=$PJYY5KJv{9gj&ab0 zia=kx!$CLxQv8!{&!DbqPtTP;(ty^pNyBfBvW1{y3n<)@xU{azZ~;aRRQ>i6x6GJE zTHMSoSU;?3)m2jig_R=U&fN~(B{*kyb;8r7ugz--x{zjmPd9uirv8!o+uH@ew%wF^;SEFP+y!w3h6Nxdm0mOq7QGH-0AHXUqUlo~VL=-Pos%+4d`sZ6)_z~E$A@qln)|GG zno?#_SBiqD<=>RS+=`X7JbfqlYT@zC;F}B1xo|cN%(uE-h?>|wihfA3MlOHMx^K7n zwF}7oRV9ut(tBHrsY8;}8&;E0D^NBLNbtGOG~ZP4_8mKPI@KkmpABB!%?LQ}Aid6m zh8xHHf$rJ9+F7;N&wWUR)0E_w9WeCloSZi*vnQ{g%edd>`J+iX`uux;QTB5~QM{!< za!GfWx4bnRS6l;3HlnhTqmR2sk+oi4uV*gYq?gqJNCXcf)b&2XF}!MR1W_gqKJlt` z`!q(Y_wI&Pkr^Y=ZA9>m@}6c$m~p?3L1{ zy@&Ql^Wybtx+v-qd2^)^wfm}e%J=ag+yXMoK|!;{GRHU zv2Wi&?sa?AUeU2hIgQhtU^7I&H{U;+Dj$>Kw3c@w(M%1`$f0lkW)647{y7F-69u!| z7=3EB5g`6%4|#g5hs9Iu(n%ei>I9A1uOxF|Zq}XVZxH}$*xWxmJ)QeSYfKJTwX^>h z&BhN?Srhy-5ut6NXc|{F`Q<$G1S)XC&Q$EzJjJQJ%P#%&@#n>&L((j9s?BZF;==83 zJ+epFq%hEv-n*&M%*-(*0@I5**i-5^TZE9VtUWyKncpxS7Zcsm0$a=S?oWbikQP@C z8dpqZT5Hfw<_+IFSq#V|So`xY3laf| znfdMdC0kuNWq(^u-C-{4cWM2em8hEIhc9ZcRBpbmxMHW5i%%8RgcNX*C*>f@=1eg0 zynWDvqGeT$q2o6B66r&5_T-G_5c0#@ib`RGnw?~lE>mpnRmakZ5oGTNpU%?jq-K@e zsmYTYXZSh&hZ+pYDI%{kq}%|oz7R_I>BS>#wweds$BloR<50>E@2G`z!lQmRrYmdVuy0LM~R2Rl)$LM8n@(#h$sr zcypJ`q+%;`vG$YZR$^WdWhh!HqAy3gjHl!#M!vn>iff+y^)94ZU>iL-8_OqqVkjvH zADX*D4xm-|)kcGg;|al)h~~h+z}TZz)uYoLv6|Ht?ciRhBko40%fDd|amrdK*W8YR zY%yC6N|=2G?)xmMw%2Mg#KU8KZ%18;M`L{}_6qQYRL%M_B0goT6AJ2yt((t;oDz1v zvI0BDc$gMzmP8B?X!enj?m{cdVMjF43Pvd6xrbR*iH<-#QNG_^sl&V}>(+PCXkfMa znt940*&zs%%e>hx&lG$}-)E77`&e3L4uj&qIaE|`z^hl|HJWPVfgY!eSlW@h2L=yh z?H{cKM(tj^qGxljUnx@I0B0CPc@FH98R+(b{L0ZR^-&yDCWk_|t}M@yE)~3u zZc9Od@R`cK2+6Id1>4P~Z7Wb*Fe^SJlfuZ}^56Txv^kL3=X>W!D1F}(S^}gqvp9aA z>8pmNXpwdaJ+M$BP=zaSTzYZzY}+9ZH}w(!$i$si9=P{))L*KchWzN(n{dOMQM{lr zp2goJ6?%AUQOEncpyoNM@=VX+qDL5&+6PBD&Ji?3={;`6pfi`|a&=mE`Qd^`1RfF9 zj>IY_o6VCPtH-TwzMYGM1~O}Q{m1N7F*&}hr?*L!W(O4u3Vg!No)|H|e-|0ir4k-1 zlJSfO2rLn&9=hfFh=#9k-aq#JJY=8z@y3VAgWic7ed&4#j2N8{PZnZb1N001T*;!? zS~Kr;Rm3>MMeI!=*rjDPz_Br#@?pj!!tBKzIN;x0HYzD+Y{*9*UEIs)s87_PtYpE zS?FL}V!wLH-KF%78pBcH%EqQ^*vTmWptI6B#Ku`lR!o;Kv)nO})8MW z3q`Z4GS6*77N*HB;bSVjBP)pZm5rs2l_&AWWEQ#Z?PVpI+fNQx>GpCSv-{7A~1CB9(q=|EXfJWq{zLZ&&SwkvV@U!CqJ7xZk|e9CR{;Zq;W4?N zStpbeTCACGiWLz|4uL?&TgTOdri4Y*PyP~Ikr?u@DxH|C0~p>qiCFV=(;v6m2z%G^ z08Lr+O#dmI5|PUW!5@aIIHAk!Y7tL;)1815PR7qqv6Nm|z4BE$ZJV+@vETdFs~x%9 zgr1a=n;Zj{{NLL_n4iz-^W_I6R@v)AT2^JgL>#LrT3AAzw)gN$Q9>>aY1ZaIsMOE3 z_9H$!)jZs(Gx^z<{=1#s_gREL8Ug~r3%IB{bHZ%!m*QCA2@v6A6+s%(d7;DMxjyZGv_Jw>=S~Hd4}mB6!kgjT_haV>AoR>6l?}OCgIKT5=W3S1Z83@-trjP{5^iq=R z0nD-?xbn|cX%7wwD@`D<_LH`AzCrU@r9D_qAz^9MV{aK$dH5bd{sNM^QVhAu(u)SM}#DU>#(YUDN;4e|0un%p9+0h1y1hQbXd~8o)>-e$t6Q@ljPS29+74D__ z6?lhZQLeNtGLsLqVvLSgV)!VCDA-%|xe4#1`?E)&cMwU;^(YAcCdc8Vv3MTtqmM!4 zm{KQsYjXdXS{W`a`PdzkORur6sY2X>lgWGc;z{a?+lrYuQhhZCbjSS0kI6)UZ(BE@ z14@iau}|ZYoNlxL8%FDUe(FfVO}tcF81??sgZg>Vmd@TOzH&#c)7Rzc-^g%KXUKcp z(a;4)+@Fjghb<4J*ZkU46xs5>OR6MX^W5sY|CD+2#>7FuF8ajo=XYXm{q~1Ar6o@P2&EtHy#yM4Fj@!i5iTJ%;*zLp6jPAyv;x_{)SjC>C$mykP)~d*0KT7 z<~7ogldRF@UHOKxtED@~y_@g6LIyJS)NO-e=xUnsd(|*I5A`d=t{cDcr$^YO|q52=e{CiBjalubHB7o-%siZCMw^k z#6!ldq%~z%wEaQcFb4!hmb9}h6$Pm%ZYe6t{R&If zx7P!TO`L%b!>SBq6$~$&jnF@^upl?F(BU9o$<2CjLTe|GlLuvEO1!qf%+0D(O&C}Zk)iW{YvQZ^L(^bvCOpN zT*rgt4UDoe-;LIgg3t3i!f{f{N!+zvX)h3&i4tv3C%Y``DnuLR#=7*Jp6c?3>^T(q za6oWrnz(Jwx<&!7AH-7DG(T7b(|8A8VHkEN3lUh;#H309 zr1$M%*z8MskvArLwHa=A^y~;Cuan}w!M^pZ?qMKV!bkxPt5#90o24K{RnvoioH1_c%4%nvt#Zwd z(j3&l-X67bA%mWLQEV|@HTrtyw9G~CwJ=gpEsdZ!=?KM5l4wXQYGYiW1 zfNIYZagYiVtFBRMe91r-tsrj9#z?}y+AAkl-1)u=4N_KQls-Mai3?4CE=`s!;=J^2I3g;Bd{ROYs}!A^I4*)io#5*;3eIK7yicdR zc3G?;g#LDiCV}KtG1Pn)b8iubxS^DIy})kO8k)lpyCqX&37yX1MiAb+0X~t!y%(d& z0Lp&Ewee`1X|maALdqY%`sfgO%R(a`*jf`C03O}V#_c1G61gse*N-FASV(2`5w5vg zltrD%a;N>)hL8yBLH&+ckrKEvd4zawzQP@yy3_j+-Fbts?*`xXR*>ULnvdVVCN69a zFp1q~v?R0KkE=tjWyVEPfPd06v-mVfHnML(*Nu~ujn(%EPZT;ugYLiFi%)@P)uoyq z0$A@MXISruM#<9wxv#gl8rAH&z{^rJ|yXy#|%1L%)9mFz-jRR;l=kV5K} zk<`p4HOMGc^oE+KbFqu)#$ppFsMS`_-3_yt> zqA%0To{w!9P-`oiFFlc(FkqO{}HFgX&G7D_8%uUODy3t9DohkcIrQq}ZvMKSiyn+Kpaa{og*rVYjgj*Mv;Eb~(1 z5t6w=a;F-F2Kl#&#d31x-MzUF}J*G2`OUo z{K6mCLYOzd8?xH8a+ch%@UdWxKf3J64MA!VW1EB)2k-e@cADS(|$_EsHwzA zs1pwP)L6R$eNf_PKa5Iqp^wZ4j>#41fKrF+&8PrkwO>}npEPNiDC%PLJ0sFR_;QEX zVHKV6u8d>$IY`g-^8_FXc}8SFEF(D$w<52k+Od0-d=~v}1-y7*yllUACc+6Z8o)>( zL3ik6$*0FceB@2m@Fjyu2!fn|%=m0<=o`@Gj7pK;xNex4L|msKGjduPr}~vsV;T7=={lQD0UNOe|a@%pcTP(51*Hz@i=`= z7L-y_!6hEN_tfbQ)N((YK_C0e8RZpL-$nZ_UCzGB4=1Z3pYUXfox zt!VqAsWUhUbSio(6X3>3?u``~zhFEX&eNBUj+JWrdWRz5Kn~6uxANd&=W`={+++1= z*RUWH+W79ao@7||RRoy>*f^h4&sxj~U2 zF4jbU1&2PM5DVWu{}c>F`R)ERWgJh?fE)&N0kl)%l&kYO+T|CAZpt7d7fooDBBIx`fJdl4GHsbWR%V*&Eej|(G-Yc5H`Cl=MWkf7Z(~j zdH>7{>?tbC*80)V(~eLykbDLzb+1fyZm&_$Ub8vxFp?L4#i}O-n5=0VhIl%cK$8yf z+Q$({ZEKG5Hw?Hg?cdK~g#UYAt%faK6uxK6{xyT%?tMk{hqvz{*zbp&-4t!S*z?+C zk3-V0ah`W{g|*h9+?@Hj2ExBPl8q8+c`aQXP6j(#KY4ZF^D>X#Ywv#C^HzRD#P#Pl zr1!YAJ}v>1dqvKr^cc(c1g{_V2M^|G=^-ZhXulJ@uG9lOHOgxjTJN@hbtYwOTrW9w zCeYtAkzabJ5lwpY7JZe#g7fMwx>E&GrBCZVc#@x98u?X$iOXz#&v=-w?p6H zyV57M0ra6}{CXR|c{(jz#fBy(a{xj~u@XkC3g=~jF^ObVzD`ov&Tw(NX(Ba__tD*D zKr6+-upypo?@8H0Id$su$*@fyWY_q;{flm3}DpdHf+n>~zjndZhka*9kqzC|H%S;wfDT z&&-4ExRc6R*_B1u3zTmU0gfQh7FAJLuUu0wY(9USrfubzMPi>;{0|{AnQ)kA`5EdHD~Bg z91rGfP=X2)qFvnnmDj3K8zDpB)v1;m_HClUJ8}7E*CM7xR_a$zDXKPZ`!-CP?p>-+ zV$6Mz^!@nR4}o078jl&EA4b}Z8d9TBPAf{Boq=6 z76lHq4d7Fv?>JUJosRboXSI<-Xu21tZ(XXr|EI(<{hTkL>ne7VOHHBX-&n(;lTDX}?9SBTz21|g6z!EQQVc*JVAb^7{9kNcH`xvzScSA-GUVjc-Z<3#4m*KWnn z7rl5Wpk*Usm02r;Ej&|@cY&cJ@(Kg>!?aLS`kfP_a!+**-VNUZh}}O;j_LSp8EzYr7u@Ty=OY^%=MXJrv@UP_?eR2`X0UlUl9aHLX7Qmi zeJUYg{HpB-jyqU!EnjiH1sF$s(lVVZSa6N{696Pvh6K<%DA#^-^R*L|BYZWtEE0`M z^LQt`l+{7qcVO+!n>vfiKXJ}gDKS#=Q%oUgna zEow7k9ENsjAN6B{jk%iw+#x2a4MI=De}`$lcCr>$`hj%%;P=!b$N7kB<0j(98B{6$ zhzSX0tR+o7R^v=OQ7V0*+Q_e7f07GPga0nKZcTX~E*>{i)fjZz!S0e-cdPq~nE+>GBRCA<>K#hZc|pgXML_&eqE{tlmPW{moje?6R4t7CBxwZTe! zE;}BUVKO+*4+DYpa%CPWf|M5Y` z4xHsRqdM=a8EDssl|)fl`;#0$I3G4Ev?G_W&~va<5i=vY@l&fYi}QB#nneolO{>7= z2jK$hyB}=JKCv$=2bJLE^{M$u;xz04eLJ0_X~f$5!YCmzKEKISv`WjOo4j;t#+g+#fT&6@log^<{)znfzBLn&)?yY5L zFEm{q^Qh&&DY{qW=XJsKTYS2R;LZR&Scvj&qeNs9B#NXJUC{*)ia$B~vkBFIz(a|4 z(2r2D6xgOkaNh?5<@_5c%a}5qKcYIb`7KJ_ML22P0d;2JzND88NT!;qwtelqrR+IZ zzXoQu>ld%wss0VdYO)m?OM0VBZJRuhot;zFD8_sww-sDxc?J`s$C=&rk;`A5XcYr` zUarZ#uuTcku)f=5=-6jTOD3a-g;C%+A@}D9@)j(c-23-QvqqG|bOV>m#G0Vz95_`A zf4L6(e}|gBs_h&Vh_g3W+=!;T0Q6RpjrGA+s1@fyA#(`mCXo}9-(!EY|STVMqwcCd`6}`rS*W@i930MvHT~VHyEzAjVcclphSU z?<&9P61BL(Z@TgXDmn#h=F_GHN*RE3ctd6KjnUWG3*1ax&WmGo+MG~#_dr@T{$TV^ zw*|ZWI<;^fFpktI=(BWBmM!Ew^0p7e#-hpo{st3|Twi7WaqADW_N8Y-q3d@e@#N39 zU(BYlr@qClWVL8stD#8h84(oU66X0HdZ6bwl+IG~B?qU*g$^eP&YgKO)TH7C)DWQ}f0A&?X1X5uj#b{shnO3`#h;1Qj$wq{y-P zl))nY-HyjDWv8&mTmG3=vU^}mFXPWWQnO||OD(ZqBIDu)iiucG?vIYM=8eCj=lp~B zi8PoYp8SJZ@5ow#x(a{@;~;amta1ZeMeOpM}d#RIH%AKZVW6c zX_nU($t=dkwN`mtnT;rl(xXrLpli)0Dw6h#O^KY4;$3HPGy>XkWoB4LK~Zmev87Hn zTfyJ{l<%>T*GlJA=f%EXk|bxC$hly|FK{zWq!9!1!)gU>>+^FHY&Hy&(=lxhPHtD4 zBMJp%dt;p|5xXNzJ7!DORjzJ$k|J`wjBUbyLg zatuD>PCW{?_)Sz;F|+8;txB&g5vD{MV3fNJw>~g>(l2BnE6! z<}I;r5>s~Pew*Jc+3!E=bk|2CL5MtnEXhsX@^rrsa-(n#xLGCHx(1@G!T!2B4d=Wh zrY@y_wvavT)MjRce-}bg{30_pYkcTRw+ek#RO2ulzP5g|Bi0QL3DzJsAlL-parFx< z^7~7z4a1jGA>y}g%?4$c80l88^hJG%R{Z)x{YG4L5#>i8n+$#^a%zl?RUlDY1|lUY z!;s$YvH6GMLBk^fvSShS6Li_B@I zY#kCB45$rhTpXcpf-3AK?JsMA;YjPZDvsF&Nq~XDGZB09x%{PN%!V^5E(FT_^_^6$ zO|I-cmQSW1@6UH77?hF^-@9)9d}taa#q!by5cLc`H)*i$K)m;?7u1q{vcm-kfdU1=Y0)__Jg*^6z`&NqrJDo zC+_l&Gh^oF0UpV3{mvM{q2pdvyxj^;7OwmprI(t~MdTB*XC$@Y>>vBiB55HBi8&!> z4Iy-oy-UT8LOO=CtrGl|U3@H?yLiJROB6c{>2L|oa5tW-h+5T{ALzf*cZO2xvzr3~ ztwJwx&>p}@yD~AW$$LnBL;vafhaQ9eQMyfzT)=Lwqo}~5%I9=dMKaB$)_81AB#Q}> z*}i0@E52Kw;c2&p?z-hYHlav2Dlzl2d30=y2tltEok2gXeoC`tr9MmGM>6bMFs298 zYrG5}SBF+|P<0u0-~qFo5BJdM`bUIp-UnHt;RdLbfCKL))n`SpNCVtuWQ7+!#=HEb z+}sz)CGoojOj_~)am?%onNycb7(_+Fv+eb+tlYo!Y=^9cAw6lF8F$DM@f+0(`>(3Q z*)tR;vIj85PN>Y@o$~wdGsB^^4=u;!_zh|6Nu;loCy)9FDxjX|bCn2}s*|eSlFshb z*5_?NE4hEHb2q}ETv?RoaXPKq?Ob7dw3g&+@(IGgR^_)?1D<&dRQUfepP(}7B=wUX z@(Fc|JMB#2JANJ(snbjYxFA(U-`=wPt>0@xC7NQ>cKK>!(NQ6s^#M6(zUqk12qo?m z%B4Db|6NMuEs#8JHGg8hz!U6y^j&k5EBpB>%$MsX%@5_VmsOC6-V+rQ6WgUiP58`L zh*&L0TH#b{nWEGsV>)uHD0kVdN;N8r$VO|`e32bUV@gY<|NI)*NG`^Y#iKX2H9A}? z2-{>u(kt1?ZCTW(6Vy5#`);mE2J4o@aVMLIKx$CBf)+`k=wmGL>bDb3CmQT;H1Xzd z*m$h<+8=g7`s3MJe5&%JiW{E=z?ZG;MHx#KaFA&i)$!K%btIRuN=>P~$o(Zf=7ei) zRJtV`wy>Sl(~oueGyhT|$SfEMXun24C!@9OeExQbV0JY;{AAl;bc~V0u_9AJ_`!~G zCW+SVT5jSvP$EcpL{_!33_JjebO#)ofZ!Z52|oIvA=Vwr&2L+-^%NKZA8-%Q7r-ay zwhPbSlO&LqJMD#?pJqzOlwXoLJClt!2`?FsKQ~6A#AWGQFid5>$~Ea?0kNyVt?(Sr zS{sNH$Q!nG8?obCoaG*O&*u`%EZtd-umA)XNv4$ePBx+yt@*u|%(4dwjUwjpp zs*`BGyvEX!H`Eju7PtL-O3x|HsnFB?yeP!CKG%(b&r>BFF;eIxZ+01)vBb7+nwnSo zZjRC9zX>5)j1sRKD>1nH#`_*N{;o{@*uPJk7lq<(8Ns&6(k^)%#!tTzYIBlolgl+g zu-gvprdMDgKY464ZbblqFNv6FqmRdE|HKdfSZoo(@q&Z}z);p&)jJ&riPH5sO9_{F zwzF7lW;~eIJ`7adswP#2EsO;lGE;l%t}0(=t+luRI|m>wrb9OAMzIF<0c>}-AY7p` z+r5DM7MmXhXtzvrqK315`hH=mAKx8tC8X;DRXw;vtySFo{!F~!1>pe@?vP)}jz9VO zb-U8n=UNv}A2HR_BByTQK4?3yhhRHJxld_3lNB?#*rgMOP_`ExJIU6JTTNdBhy3?H zZDV`;%fgUqi#IOBo6DqntKZWd*D)E!&*w{|QI7C+rC+&v^62@wr`b0pRQirms;lOA zVaTON&tmJ2_Z3FPrQ6@j9gReNTO!}E!dKhMniccZac)1(P6cWh<7X$RGR6-h#TRpy z-XFs0?gq7Ro$h%{o9&jBjCZu#r|y73^0zMBYT4}BjGRyLXWC%Yk;l8vF|6&SLb;f zM`)BTK>zr0H~MA5$$cC?o5%MCbR~q+%=EsqqplyaK>%-&EZ-14)w|~4a8F5v%LA1F zaS)QJQrA`o9$aJ#TAzcVP?E}l#@a7bQgPuKR~=tUwjE#(u#XUJb^L~9Lr@2loHGM$ z5O=sG?iE$zm{sa`vzIP_4LAMRI|m4k2G_Y=oUe17W~}fi*2p>)bdG?sBi><(L6|iC zr|hryWFzgG%Ydv@5276{3O^%Ix`R6O7n;I!dn5*Ii=RS!5udK+LrP znnUmv&7W3qo_0yg4**dEEU^#o<<$DwOWf>zH_~<59{73x0}4Bu8X*o7wft9~?QC-m z{|c!;0~3;7*$QByMiCidDRBV#icx(BXfu;?R4++n3A+BNjg1T1n;AVTHkpk*`Jz93Ab^lT#(yYBsAxp9?WY8P?3%pE8a??Ybb6m(s-+CzWQCaF zh~iuc*37r$f3?(aL0Aj-0pTK>%E7i(;Z5OyBg5Iv@|!vEMfhN}>qmt%UntrV55P@i z_?;`p%I(^xEX-A@F1%B%IF3l#tzVwubU7UB&pso=opo(AQl=@YnPlZn$=$agV9#bS zPGrjYBP~bz1VaU(k9n|*wlZXtb)=%IDfkVSTjFz@1wIe%v!PxDsAoGtmRcONG#Vvc zI2$g%EIE5g!gF~;*(46K{kSF@NSJf-C6%9V!_#|uSI;#9w6=v2TG;~XjX{L-^8osO zt6%MLQm)h+5q1(TW&uq(X5b&O&JA^b(^qrgdclaB7s<2!ZLfzQ<1lTp*j8BKXaz7d zQ&@hU4Syy<4-Bx5ntkQgdoq>|7)9c#^BMoGm5+9$PnD&gjTih*4Q2Im=%a2DCN2hu z$|{OjXJed3zld1r?Gnwk2MUc#pV2QAT{I$nSB7=<=_KnnKfU1@{lgFh#A?LZ8g|!m ziYPGcTVB6E@fWr7^?@`>zAK15)QKA5moiMlW_oxE*zU9f#~Mg_EO5EpMe0)f?YN68 z4!W?WV>UEhTq=sZM~%~ba&_#eT2(^1s5G;bgP9{WsinN_xTi}&f4m=WZjl1~;O^=0 z0X2>{>z!U@Qk6jCM5hwKy7t30DcG9L6pm+LPfrv#)ftU0DD~#f)Houa(!otgc$Yk1 z;}$JnU2t2x2^`2jO_H;aYHNf+B8uyi3==W$bmT;;0~{J07TWUEK4q*LnU3W~y*z;v zJ90pyalC)>2AIDo7s>^zvK5QZ{=Bdd zQ7JA`z)*<@*l!}`(876wi*KlXx_8&EU<)HE=DV9pOjUqYSoM-0uqxF)B;gl-x88Lh zn@@kv%jx^L`JVZe`Kyw6Qd1fC3k@08sQ8k6*W#Ushrf3yq%_FM?w$Y#qt(N(^DVq- z`(f=@pJR1+X5Mg>=3^Chs~DRiBd18B#QDtyR^#0t#YryvXRcgM1&=E=VdQr*M<3UI z2an)J@)vMw$)RP`ln26N$02<>R^H7?ziB1npZo*8LNuj$>gv+JA@OsXg&)j@%kG4*&4+Acpo^7Lc=xkv45=o>#n5meC-Is$K9bg;$@ZF z3CTBz6JfTEB=CXFtD3c*gU`%qnk`pGQ9MUZ?fP$*-8iEIjiR0!09R#BmQ$Eu%Wy+8 z$k`%)DIM>LEf|Qk@@A&VhGKL7vR7IAG$q=cz#S61W$c>iRx)=Dj<l4UlSFst8W7_a1thW<)VMGhc-I9M)U?{Uy z`izFAMits1&!WY6mQ!9#7gF70;0qRYLGuvgYX3Hrh}Im!*gx#J2NLOr;ATl1ozbDo zTCXegZ>=aLV%QL{4%q3#pkOxue`jX=miodPuSvZ%H;$O6ffl~W;tGx#>iN&n($t@v zH9#;P$T#y}J2x>W{y7ZL8M9xnrD%{BL8b=n3YpAKzC$V>*t-9Gy2EzUw}d~U=MjtP z(qx`&@1cIsDeR`k2|bPSXP563U&ElCx?}1?-aEJtzOmh8Ik|>Wef@veR|1Q7mg+J6 zoZ$JLw_j)7I{)n`kmp4GuLcE=d6aXUs7B)#1>yOhy(DQTW4!cKSANaf11ZAr>%aG& z78d`6uo!k}ul1gyoAlPta%s#HecbX%&l{o1;B=sl`lYwb1XCNgV4oUs#296sSH+8X z2+e(oatx^?-7#B2X&68&moQ^tC!QewudkC=pY)ZOabUs+`!~-koR);|7+0f-75JkE zp>BtQwzqze4A(Zz?eetiA0bJS&{z0?9#Z+=mXt%vy8b~J7Y*-}fZ8K>5nc~=O4oM) zPF$AIaA648a0ovQV5REbE=P8=88|v0shC`i;-09y=)3VXQ{ms`F>QFa$L#!O+9p;f z)yr~_XAsXqXzkyX4^o$qs7WD^YfDD@{I9&PIHle#*|aB0EV}gALG{cf$)8NZpxaxQ zAZ+g~P!vsj_?G8V$PRe$tOB?Mo`!`xH{XszpMz2R9hz1CyUk8aTL?0UnT(%-SHkHhY6A8@NBFij_{xJr@`H>Jr|LJJm4%MQpMP!H#kY8GF-evza-)yyJtw5~ zkDBiQ=NHc5tl+t?5H7QOL-PuBjPk(5f$BF;*#41A`sIJ~vln+jWjqGu-Zb^_A3C}> zb|^ZuXW1v7i|>Q|{^lzO_;NB0YJF??1LHnOUxr%Aoo|~w_fPj0b25Kv8J^)QaiERp zK|mWvlSsrFgOU2)UFsuD%h||-BWd1u6d2iun6){$*J@AAMXd}Z-C^-c0GURZvF1VPvESRiRjKyH&aW%XIHawC+0g7So@`G8$FHQkzYmdYGbA7U zm@0(ckBnE-A@l>a%UEu=o`|ExvNdbGqtWA?kDtGw>i6(BMR)7xu?_f075n;aZm^@C zc%ZV0C$}qrf04u?-(&}95Fo1d5zH5{*UQ8X`q+SJh33nGw`#S(N6coMvG7K29OCrU z3ylU)_{e>Kuk>DX-&Ot)vPnI*Fo*=`;;keoHr;8G-l!YT*&JklZErmEvDSP?FZUjuRo%c>Kx@ zwx6!-G>>O;-EeZe9;ki4*SzS|ksx#9`YXUg0HkEF(WRQ|EF-6cVZ~AL7)EQ${CInU zthhHlErIt@JcWg&CZRh}wA7h_rqhW*W7HKhJa)#gqV!_AeV!AI<;zsXCw)3QbJ9U{ zFQqQIiBM=akTk7Cg0xA-uH1-=lfbB+U*1wSTLAr$D?e+xJ4&R`BFvJ)X6oL_`QlNH zVE6|hjpY8iePsD^Z<|Oq1mFPjHaF%yX^&6UYZJ1+oJ1D#R-Lb85(|EwzfQbbT`qZF z+ekwVh5Dx%s6bo3#d;({TVYaVh)L$0VaFZQ#fRp00p2RVULFk{gKLL5L4VuD()(ig zr8z6+_h5Mep^#?QJ@R$KV}nH$gX*c#Jn7=Jpw5JAl0e4gfX>;`j-kXDH~omZ+Fs1< zA-&YCAd5*p1Mb{ej5lcM6wV&zD6EmUCsHO7|AApU)p<;4(p%vuiKXYIJoRmm)2VnT z*=wViGFm3Uvrt^lgNj6!^b6eFT2N(8YyLJ37G;5`826P<`TN%4e>W^dlqEreIjUM- z9WvA#4VqOZ8GnuEo`nk{cKBUVy|5$E+Zu{l{6*RBNpg zdB24TihE8@#ahrB5Oh8HW^9V_M#^fSlF_i@X)?P7A=#S%a+ELnY4^Z;J43$LsM}v) zt^}!l+@k-t|Fz?p^H4j_->D4!uY$m=o*zV34n_6?I*_9xTv0vQ(;^y6po}bx1KwtNyZ#glzk-r1wM<^pZ7L^93&Gpf1yUm9md>q zMtCLu<6Bw93wN8dQ{YkbLe#g|c#SKWJ4=xxR{0qYy$8{74bFFP1tNkLq}lPQ-w;FH zJRTWmsMF09lxPBrtiTx1FKFbEFL;R zxj%D`n}i714FUO?u1yOReWNS>pH*0gfSLv5Woq z=G2499ZS$d+|=(;NGfFgPW;F6^FVI1+JXaSVV{KDu=PINaANn_U03dpXAm=p>uf-+<^N}*Wo z+tnK^YIDaGp-mT(iT(jXCGhOPK684aP`({RhVBzjfKkoYKuoPLC}%CU$Zti;fbf41 zZ1`X&^|9fjW(+Kn3nul7JH3sMOt1H>WvnZQLlUWAtnm6y2($~x(Q<=!v>Ms#XAk1W zKr-xo*ST28rD!sdaZ(6LzV%?wWaWN`y!PQ?M9Eter$lU`aPZSV^ISisz{^kO)&G2A zP=y=|fu~#Qp`gCh1W2&n{d3}((3d8Lmb=AD|Bf^P%mkUWcAUv8Jw(ySg%lD5QI7kP za7%48GZ!U3)Sp`Y60``hB#UeU!5I1*gi82J_ykt`IZ_scI9rk{p>Hn!!U6PEw9)pp zyyDL*_&RaGh89PK9=zynzJXGLJ+=riS-7$MV*#vMKI=oe52yj`Vv~fqT6k%#T$v{$M%{*x*a!J zly-kqCv;5y%AgoX`ESPz_u*2;9k4r@O=H#i93(gjJphMaAJ6xo%dS5Ya__2l&c8_# z*vH#rMMXO6(6H*?=B|3HNWqOq{Q(aT(=v~ghAN(WA)w?nD~=%{1sd;TjCy8Eows9R zmc+uzqSzY7!isF9_3u~qFRpz*4@;kZl}y{6Wb#@L+<*Iv=8wWRh0%O&7m~i{bjqphh{vxFS`LT*&A;9EX z6jmwX?*OQJpmQ;)&K)sgRl03Aaq>bbV2_+I7t$}*>Qjp~xnnQuC zLgw{Lvo08k7TNcdrQ@xqD`xCOEXx>evA_kU^z?L>;OjK?uwf5g@^__C#ORaM$OI&II*zp zN?70YSy!bmg1M@20?C^cfgRlI z{1}b0Xe`XiioW1R{6M>`tdH0=TIaJq+ckHBHNgwTZ7nS&_7&iSxo-{nW6TI$g1WjC zJ9jK|$xOuoSu(>TUU;YPV{((2!LGUSX<&s>X}o6W(^yPQ%;Di7b($hq*Hc=g$U@aK zv36{9R3!-D+uzO$t}YXKVuJ>9CCmQpWWi5@a)l$VLo55>c(V_3WHB+a=b7hUPfVwN z8_TgtY73*ne2M@po(kH!i;y3nXZ8J73n~xDaQNVn7@0V-J!I{DAj#1l7%TKNAH!w72h>8G0l|Obp;@QK)nR`z093jB#_8Gc#MQ+yMK7*&}biWa2@<^EyeFf+AVW(xiUDVK;e8>s$H&sEeX!Uu(yBw_55Qu&F$TcQ4 zvFf@-3d>!-0sBi9{tc`aj)_+@v1>cRyS6j1??znxwEa5nvp4fHO>}->mM5jSveFfh zUmhNwQc{ln^3Nf2`8S`eye}jm*lHkOgBd-d=x80MsAUz93U7P6q=9@M=E!D~o*+2C z+vO3E=est4cv|}7w@ANV5loXB!4QCm<3Ir@34+!sk85nN5@~H4@g;I^cXe?K38gJ8 z&z-B<(CR#ysx)AGM)$h81!t!-u&C9vp6@yWp6@}n&OaXoiPhXEfIOs9vk)|(Lp|748c3@8AR1Tf- zGmy>qNrf5kMpf=XPd2x)mqjsIAf5U2DMj~iI`?;5q%ymlI%{@S5vG4j1+^UiL=E5`?7k)i)Jv}|(q4Wbdf&CR<@Zxe8 zNzfZYM)~N;*vC1k@%w;Ukv1V^c%e#m?WU-s6!sGmdO*22KAc*;9?&@mCT zPPvLdII_c$nL;8HnEu9m73dxo@M!YPu8RKt+PkEnFDSaq!!IaU3o#)#B^~++H}$}l z$i$VxU)Wbn?h-ecmO;u}(WdauhsPGHU*|voPEd!;2$q*$9uEYXss==1{@>uphR*d2 zW#X@ryL&YbSHr!rToMe_M~`)TS!5z($)DSaOavcERh0QhD9GKO26Tu^C%4#RR$~dW z&7;x_a3d-m-os8vJuXB;`E}vqXFHV6{@hU*PGN6O31~e^=!-@_(7A2u2F@qa($d{# zB~VMIl)+yVU~&)>aaQDGSFWp%)0dnGx6p8>j_Z<0;yu@F3j;q()Md%PfR-Q44T6%a z_r1Bn(--hkcZ0Bva|JF8 zKuxVWVJitD#|pZ?$`z~eu+|^=#)%m-xtO=DJk(q_`2H5LZ0S!0nLWL~O7jhkjhz;5 zQF7YNP$o{o&6|$$wz;=4^2~Ly`L&!jy;1$nmpUfhFnp1Tu&)g&9hF%Q^F46jTMkBB zZUjQlX0$igP+wmdI0b0Fwr?k(L8!LVj%5^qJWmAuDA_Y;f5HwUyD@0As;F#&P=Dx+ zYxWO%M1CY;8&XfDpS}YS6Av+=&Pe8YhCS)yqqcD?g`9fB2jne;{Y2G`ah_TucWzzH zZjixnxfl!siY`^^sOi4Sh@yP$a%ceSZ^Or(lUQF9a@!98mw{0^Tzo_bjm%;Fx`}vk zaVCqx%GiMt~zhw*j zK7bmq@QYD4?A$-tstStt{QNwl=Rfk_-?z4s43WIIAx8`PA{gFmt0n~rH?oEF4u!JG z5i>r{TTFz9U^GAF;V2tEwf+oy4bW82X55yzSXh(_PdH?@;06rm*I728nq5NDRPIbK(vx-k1)zHx3J)|~h z{wpE84CuyKOBqhu)!;M|Jhx?dba~w33OkVPHnCTq)F@oE?T*|df%YbL-Hp@mXK*6P z<}=gFdm48bCUo9gA`Ldi2jE|~)a9!t=smBM9YZP(G0SVa8iN7sC6oe>xe zj9iGe+LCn4m43Tdc7nvokPr7K!<>z}3@GfQ`uiAdH1vb?h!*CsU;Q0qidcdnT*dnr z;6Vx{*J%C?ql{8$>>4ySG1$-U`f*dS~e4fW?;<< z%Mh&f4Eu3X%z%$TdZm>84bGKS4u-Har~afq;nE?PqHbWQIzknUVd&!Uq#Y7wRB}PqLjAKNX66`-!Bg^Yft^rY zpaunQPem3y(KUIUixJy<D{Muha3S&gu5Mb z1^}Bi!nQ}4=$><$zXAj1Q))*vFIm} zJNewwe5e00JjGGKN&S%kX@CeT$hyMMaeb^u8+@#OeC2Ry2Z7J<#ve zurq>lhOz)H8R3Wf4e!fvqAdkEm%85$TwaD=k(*os=0_X)ggOG+xsF_97{u#QcujWvCSN$KchL6M-ZP2~ywi!Z1qW=Yf1(rz^I6Z9^nreogn z{XPU;3fOJ2aC*U#y*2AAQYeC0l9CDrs0&kqv}&h6vx+*_9zkZlsLp+0P3F#1N-5G% zpw2`ciz@(%P~_-|iuqr$WHbuAF`D!(a)2c7gME?5AWbZ;=v*Pcn3&OJzmBD$?t51m zWed2#u%*IiEx1~I(;p?3FDon4pUzbX3sF+)1{uRbvnL%L9X`Hb0J}ZB0ui`rTTk?OT3xw%e4hbcQ`o_EM9Q$ar!K3gld;is93B+mX~N%->)m-#w4D&t-mW(I^$m zbi<=41xqRrON|m-M~K_4e*aprJ#&USNOj?QM3QLE%UqKE$ewyL!XGv$xa3k51Nl>z zuCCtgvW?tE6*};U`RG*5LjWQD*5;s*jddqK9M^BH4 z2GKCjU6A*tIgOti6D0k++_fPfxJO;1lSDX4>e@uMG0mC$1&plXF|fw0v&x_=yiA*$ zGbiu^T-5*rihkxp3$|3*{Z^RapiOmH6mX$~(4`{17~{9`?2?j!J<+&;2Ik0{I3T?m z$4~c{?;0DEyVKCb+FvudUPDh5ZAm;JCVcD-!@JuzyZtd`C}*gtndX7s02@Jl7_E3a zIL&^eNuQus_}`65!z6vA@y)a{JK5vM$bHDNcKbWD5rF3tG?Bya==Ayh{4B7W6;=54 z)hqtOmQ^ zC=4|AFKE(;BI(@CITu(-a=>o#fzl_(+Osz+)1u0@>l!Fe;4o?3Y1p1|>gLaapz224 zztYvwUbxDtgm5`nGne5*z##_u@S%!=dyMDG4i2S1@YRTI?O*iI|BrKXALRuYA*SeweuZ7=W{LiL z6@uPe#gv~Q4oP6NzD%W)6rA=00T#)Ch;%^AdRG*bn0C_ z4GknGH(7Lx$^8es6Y5wVRF`vLsghHXuH{rzl2C7xb@k6c-l!tLjJ%4%9B1IT(|>c@ zsSZBj5AJ}M%|QF;YY!rSmOKLO3=oFVj_wG@_ls-dD{$=Gi1I@IWn4)>8o5o!jnFUQ zR!XVahHQU#K)&Wc0n!=^rU#``6B3XROX^@UO>Z;u8r%1fO^Xy}WvOn;3JMaDO(4BA zr|<^;dntLRzL}37N3sR91rUwjN+{!yzyJUKzeh^&P!c8}jfP6Hx%H>M=zw*9Gcm8eX?Ty zu{@*b4$uciXROwQwI8K>eD=sSfU(a4hMOMdipM2{ zP;QT|K0z--!DIq9P4GqAdrT_)m9j@jdWfU^VlF2{Qab3MxWF7D`)&p97YN;8r(mcy zCb|P7*HNvyy1L++;l;z3%5>}N>FkZWCwFQr-c&GZB+BD?z@y#%+C#FuomAt8VCsv> zfEM>pi3qRx#tlGzxhdc?n!!{dcy=z{$xwrx<1KEVh)+qecu7AGMk#RQ`m9~h>{H^vbc;4WDsH^pL64qfwN zDE@iYcdO{dA5^lVNgt36opB_fTzPm019V>8{pps$IC=69n-T5z!SafC^5$=h@?`;= zC@q`@s3XsQnW$ESc^^3ccUXZ<_6Ehxy?ta`qznaRb82DPA6ey)esk;X$Z+o4g`j$m ze*^W@c*3w9{UxmW8ho!TkH9;yXyvqqvnvkkq06|yKS>8MCVdx-x3;1b-FXkZwA9m# zj7P*HC?k7WPzdCzzVE=p&&Dn&sMlF2`e~{}rJo8pTvS2Y`DfvN>neCk-?$0~)%=mf zkPB1jK~$K>5X?BD-9daTOK@YS&fl|n<3iZOv$cKW5}IQEPURn5N&z5S=bFfH5Yb|F zFrn%l2;kd8^a=Fet1>J4!w`*@xy8ePepu`VI>R9>X%*+OMhUJS&GA0Q)pxE0ghtBbB!mv&~MuYhb2wFD6K`8iO5A*7TY|xPT}4Og6A~ zD%;@>%^ZTa2il8=@Ie8R(vINLE6^B-PiBzV&dA6h7^Yk;2XF5aZ2;uVZ2Qqc4H%ih zhu7I^Loi@q^dy-%bwkkhd=dOGKBmC_*_*j{D{(@vNP%GxIYXJ^uqY3G4+dhs@pd>G z52{=yM#YWp28SyUt|+1*#Z{#{k4CSNR)rRg(M0<&IH1zFET#Q&TLs3B9)Jg?rRIJ2 z_5^UJ21xJ-_VMCxaEMt5edT)r$0p67tGpvyzQyP1>537Wwrh2WcHpt}y5M{d-Tezu zMAoZXyP!vmwcbVFNp2=cpAFzViH3P4Q_S&eh<##2#%7&0{B)3I1u9WhWM93NPKwL$$#Z z_g*(gS8D3!!3$GcF$ zQojsv7U?~JRyA0FM{5jubcLP(`*etZ$6CQE%XO*sw@s=idy2y`&8o~hV~n`PvtkB= zQ(jLzB{$^hSTHM^pN+Jq1c@5QZ@=2+CN|@Zat(>^s%WNDaq}&DjA-{{O+ zgg4wh>vy-oVL_@L?5N}mJqOweUs^QC;0xeE8&-bjnTQEz;vS=@Q@j*DgJ9RRLXpu& zJ{IEy-#i1*JqY|Wc~@4c`%+!X1m%@eeMpip{l3$KE40RGDYZ}53fc=_uLI&1!!~8I zRJ=`Fmfxk9%1$Wg>GWs5AZKxyaW`6oYU#z6{K&OSf9Aucs5LLFV&X8NpeGLP6jP)I z3knWih~hcK6+eH~5+txvTz=7?x{MT$rg7A}Bo@Ref=qs`{-< zC#@7;6L3WHhHDiVN!$tUhy2nkV)v5xZ!iu$e6LF8wVb{nKhBf8ig>feBrP+jpMGwy zfmP123MQ9_+m@+FJXf&Q*9OImw8ifH4t|<-}sf_Zp zgT_L>76lYjb|ev?d2!Q7(TcMmEvu;DMH|Y~67fsTSkV|P%l?gTHIne^seT3k9ILOi z7X=n+{jZ0bY#-WlvkM8`A$mepV*Wc1e|Kw|K|UmF!q5->6Jy(Aw~aJi#@>K)X}`U5 z`$p&|@EG`O;H%`FJCATau>72jx4qF!dRN1Nb~2=>E!m?zDKRlQV-F|p;iuTjZiR=$ zn3$O7m;lvKM7`Ua7#h-77AEHJGDd8$I04Y7H3SWIe}h8VeU09kig`OYM4K|jpjwdI z+!l5fQ28l2*YU9B8n0ws2h$aX@90aD1CgHRJ&)2Sa+=B?X)j*EcK%U;q+fuVPMP`q zfT5qza3iEY;O++5asU?>*Copl%$%X^!Vn3e&A{kov?{j04%g6Ze65lxlmjrDd6! zi%Xp#efasXX!zUZ6YU={AAtByQoMRdu_zCU*7GnpoImCI*?c!|lyFg?TJxrFY5zTr zwlhADma4h^MT7&uy0PLO_s;*=Eg)uueBIhbEE5~;T4^mMI=&tk!#(Ro-u#T9f&Lg?^PaBM`^IHo%w7(`H>kVq;W;nEHWM=w z7YS>ED8HGWWBO`%d$gpW5Y>4Eg81hk9dzLFitdt77J_};s1V^hdD*|?Xjo@vl@FciS&o}G$J z06nDI*Lvj9zH$3>`%~axK&FJMDv#fUwS((ZLlVKSzB3O z=6Ql@NiWB&2GviDrxFfF zGna_=e!Lh!fgB#C8~A2Fa@&L@?7-0ACJo~dmGs>Bk(i=_n8azNUR-pl6fA}rYQt^r zK;D(i6#^{9`4MSnS5bNnf5m#l*}TV*_Mz$hKH<17INO}nEFz-iPNq}<#VBPofYl;e z!1uZmp|X-nnCKepg|VRio!<0{wUz&SoAIQ3|0HIvM*_<=8M=VY0eb&q04Q!zHf;TO2! zJ3MWuyKfjP zTt@I?&3r{5JKk{oJ1}o0bRyqKzFfGr#~@g6;U^AWQu6U1y#T8Gl%l4&DDYwt(L4Vx z0zw|6jd0RDT8K0DOV>X`(t;NLvov4wz!Xvj*?_WNT6%h)#YjikexMpg<|cl7vPXIU zRAUh`vkw3jc{99cFb3KH0^GJo-@P|&MEJGcSc>o-?FC4Q-2r_eGfLI{ciF_0%x5;~t`b}-`l{dZWNf75Uy-{W) zOdmq3ukw_9$DokQ`={$xF!y!AfS3rTpa9 zX56!ftD&h$GBX?Yc3H8te3$|lEwME1+tnAwP&-v(|)r$zKJ zWv|7t4e?TFYw*H}fq;8ca#B)YC`T6@g z+k5`^rI&*{A)bf?voQ02U&+Y{83%hi3z^?>aCdg}7czR_;E()&O;7uK&O&BxPX4aU zH*X3HX*j#xbM;+|_uwT&#l=N$Dku=* z{m*wARIvM;Fw4Z`@4q}*F<}BPWwl}l=FPh-lu3O$hnS-%nK~c&@tUY!g6&5j@r~*?D)+wn#G6PkJf_diQr4qrtWQjxOLhIw=en?|?Vih=-`0Ld(N@9a zy|A30OJZAv!JVRk5t|e8e)oRa{O@CR{_lP=m&OR+ep31Rb;@g{r@8+gG^nGXM6w>e z`_i#b=oO^0%VYeg9TkNcueII5TM`9D6*bU|U>^%5l6!SOv3nT>g&1?mTBMZ@1*J5y zoewJz9Yv8m>)k^j^I#wsLMRAEP4KO3CSVSLx$~gVf(vf zXyL(o@W1h3A4#B$N5C+!ev}MoD-8qc_RpyP`udKH0! z60cmc6gF$1{&dgd{(bEh5HW`Mje+c8vEu^Z@OOUp@PQPYxZ~Twav>n+8-%GY-AVfI z-DCQ+e4F`xzqSqeStGp@SNAI_IQt3;^-Y_rFSJhrsY3xYHD&06p;n*nq2v(^DA%$ z0wdTHh`o?rizXxWk(88_)qB*gL_3Wc*N)m#JOQ66i)ryO$bl|KmsAf&Ht9bT$9( zHAJNFe>asmW&2U@GK&3&Ws1lD>lOdIyN|_7@reS_qyNVua8sqC-^ap1->;=!BK#OH zD78dLjP>7Y`2Sz%e|zaz>f7(TyQ`%!GVIO-V+Q`uD+=Gfbv~W;`TYQlFg*^lVfsJs ziR$0HzaUIDe2fgAin{f%=>sgN|8a-nFG5bi$E#555(WoTCDfe%FaN5`)DuW9SXNct zlXAyn@xA`I|LZQr#_u!U3J1Wbk*cHkYyC0 z(SWaniNEm}gp;`_J~OiwQ~US+R_x!zp~^(o>YQwB;Y_fET3rolR-i!no)*fQiSfYq z4O$6IGXJ&xzo608Uj_7E`PbHdUXBw7?HMJ5 zKAeTI@dr_-EWA@cMhseEKz<2h$Q53Rhyt%ijuxsVn3u&R35H1x(p_!oPcjhvb!v}o z2`?Zt=@_{c`A|V<#kOvW`rtT5KwUL^w!;tV65(MbmJc6Jhi`uVk7s;v76*hQZ19@0 zDOpS5nT(457Uf{{3Ql>!WndxP4y}dS1{EiJQB}fy1grl#)O*orm}CJl^g4&0X$&;t ztR&=7{bB%q(nkYdg#pW5;Hm0L^3?w8JTunknnEWFv4#DZwl*aP%*Vrlg?K3FU0PX( zO%Tx!stC^tO}0zdtZQgrps#TL>kAEFq|ld6u?pTo|KJk=iFSW%XXhP!n0lkYp&t5o zeJ+sBndCted{huD^1tlGwaOL4U}&YnSWP1bEQtA~ zRR2CI@O!1i#V7O|3}_GNga2^1^ZgIo#!!i23A0lI#OV`nMT&oJQ*>!*DJ*2qCa8u* zY|a?%{QVc5WJ5kTV72NK@&3xTN-;b6_njgq16uPO_<@UX{BGBtO4|GP3Zx9qhC}BF z=nbIrhXM$~i|rZJJ^x`0JXZ`8|1*<1jB%?tDxj}3%MbeFETbneM5u{3lMc0+t2PRs zTQRK@jXxzkU7j%=>&76u60LUEu2n$4zbsnJ?yV*g8mB~V1zu4CdGey!|R33{d3PaT|aMyU$cF|0$l(Bp1ex*dUCx`5b@@JulwQ1lQly8&rNjk6lKp8#_B)_7G(uYK zpg*@#I*x;4N>5iP+uq-wWLNMkKwa_A6BvmSD1TdrN@vUW@JANU)lymEvHbhp5X>gu z;r{JqzoG@9GwVf_No<9Caqo}S5KA&_%%XyXAC>JP{{7LuKOz&vap^lk^R1zw@yES* zY@XM4!BrC@`S7<-J7~SqH@LM7XQnbd`r&WO4~G~`*yv^>Bgf92NY=mE$lC&equtcK zTmaI+gizhsP1|l@odD1SAeO%3ZZud$?D^B8<;!Skg^iqYRu`n}|N8Z7na8%i3-t78 z!t&= zkQsez0lVuvHuvSIexx!{qJ@G!q(K))JdxpY>06qeX9>J%1`Uy@yaCQ)#b}%#uq!_% zO94K)iQoEtl}7L7rfuE&O5DHcgDS4*AA3fnoq_7L9Or-VWxs7X;0OK=fooZIKG_Vk zH=FlIgg9|lbUG!wXq}}P{R7bYMj<2VCCk0dq`Z0s5tP3#V+)$IY-4_AODT~L(Eck6 z;AX)iaS`bNogk5@4PY<|&>1_|@hJ*rYisMU4O3sBdV+PQL!q|6QbP&6SA&JQ5VmqyTU#wcD^&hMrpgt;$*8`O0Zmj?> zHK+qN&)99yM7FQ|^dxmPd}egc&P+5z{}bJS-d&~69g$B+4^3? z;#Oq|z$9xpe%r54w>NQ6=o;xc+~6%nI~!io-RF>i#lZl0o{QDGoCUB1B&DazuavDd zS>lwA|7OEwNM+P^>1(Xef3h^+hO!CXA{^88GeBeF< zF-img>!2uqHojB+`I;FV z#GN#<5>OO#VMj%PdBfmXY>!pnI)CN(vc9^YL< z_AnW*==8fg^TYtSp%b)9h5i$7$6K~C;PS*xIQ{n(gs9Kbb%f@#c$nI69}T`2Owz;R zPsLh)`W+~qgj#($BsB;%K!lWmMSWxPhQwcy&2QhcrBOr|67N4cin$deJKyEt_aMpI zZpZ%AdIcg2o$d85{MJR!&%Z6_8+3ZXcVhhfJm?~vB~l9+*}eOIWs3iuPx_<#_=H|5 zt_CxN4LQWl&R$xR@P~tChnj#;;8@U(Xl0Lk8I&k?KiXe8?0+X>K+@pI&LAPNN*7b~+xs0` zy_buVnAI+@8U_Xomzj#6t90qDIC{?Hc5)fdMr`{0oVVDEwJ1diqha9nnwZBC3-Am$S>7 z=mma*S3L_b^};NGuvpmI!kFCD9!RZlQq{k0s8?vvS5UzR;(!(*E7`~jwSo{9gI`L|8jP0IZ;Eo@fbL>~&2|NmD;Mj7nknf3{ckq;i;j^v z$P3JD!Q=+5^JElm!rFQT=7?BrQE0UgiMjH9Pgdez;kKHRWLxRUMF(P9ZV~5k`sXyB^_BtTIOpp?@#( zf?aFX&%USM{DhkvtHS4pkcSwjLx%GRZ5|Czfz|OS1gKa@Pxf2o%PtBfUM5Wcj3J9I zfw+|bm**wULXj|Z>DTv$4Cl9RA!gF{X~re{B%Fa0HgCX>?s(J1B0O|&ZRTqb#6+2i zhc@t{-q%wh+<7yRT^K1Kx^_0rke{IV?N_l%CQ#e|x_cZeQ3L$hpIlokKl;NESpadj^|NFM&`R_3 zsjT@hA=|i^Yrv;y;)5`p)XS-VK8Y!_JXH`vta9vMFO&vT3kPJ;0LSS%d>Dt~D>5@S z&REIG$@vh*QARh=-TfigyyrCrS_`-~E*uex1Q)lL;we(li7t8UfQk==SqClW8<%1l zfX+!AZQGT$Pa>u9L7Z7nGf>&Z_Q7lpca5fP(kp!3Nun|tpq3%7>beHA4_2~ zgsUKx5Oo?5yI)SQ;&Mvsqlh7j|I#IU_ZkHAdD<}i6aCzVmh)2o&)R*D(O`jxk!q1~ zIvBDN~^>L7-&~3=o`cH^77IKGPO$Q1Cg*=Og(|&>@Twqt}P5LVBV{u zrWSM_pOl=Iv?_X+5JAnNtP_OBA0Orr9C{G3TFC;gpYEc{F*3yNBOla^@ybPVRT|-O zzZ-NyLrAxXPOlLr#y+`dhATwawcYXwA2S+XbIDM+ax>>&Yomlx8*}R*D>=t$6(k*- zMgJir1Uz96S|5eOY}e<50X%2q4)1hYW_YLXw#TJ$NL5Y+4nTIX{37ckz|*sP3gPL_ zIKi}mssm5*$aMG^yC4g2OgYjzd-VkA5a( z0u!WZbIZX46!?6=!2Horfmv-R9Vh|JUiJc%Lfrmns7lf|Wix$UN6+|*Eq8-B5i$~> zFaN9Py2GX^U;#2w>V_@ba_YCPA*73B-DQWcxMrgNYFQI(SC-vA(O|Pc|8Y=Hg=(j> zggrLZVSI@e_*_r_@wbKh|Es6;YxNM%xja?;cz2|MhUzxpTo3-~cP>D(NTOqg(j{BoN zH-rQ*jsvHV@IzG5u4m|tlbf708mIm(=-BOp!RR4MIqu&0*dXn;)y;i79pEot3sNV3 zZf+lY+(-RxT=i*n`)y^Rsl=n2hs6QAO*jbZ{`tJ513?Z_7zS8*KMXn7_*Fu)S|3hj-q`Uyc~C&gZ}pzc_Nrrt1_P2WYsMo2T~h z(}dA)(7s;Gj_3WbFVC!}t+R8v8CBYDw!PNk;V|>t4(byu!bAjzU;*H~{Rp+aoL{DO zZo0CWmUeLMM##sH_2Cau?yk$DJ~!x&^~(~n9z>$(Ux~;7TE2a}C;zAAcZ-E1y_;?w zSr)XSj#gDTL`tbayhy)}tUoN9=rF}oxct}F0hcW!BU5Gh@}vDvXxW)A+b!mqEwf=} zomyP#Ngj61;L@E(cAAb3oLmo}#g&zngK)ZbLNN9_)9ll%C$3-0eG;-3h&9NR`#e%p z&Y*OFalc1-bG@rf+}UI2bGa(sueC=i2!@#IaeRXZ3i`o*gy&g_*sOpwW!B1OPmBAV ze2JYKjFAXu0V_HXA;&=_&t1gVmV@}t({ln<_07QI5%j4KTZG3CZkLWEo|c%}^Z6f{ z66_S8tpf?0?K3{Lz00rI(k9> zQV%M8`B`Xs>&oK>)wkWN`hMcZ6HA0vWpvh+Y!-sbHVk^)B<4Ixt-_pkdb2Jhm$Z$* zYoeO(zcC4a$kGSA0bBy0T4acisUEL$Sbj0r6OSDq2Wap+Y+fF}?ZVI#Qiq67(!Z+5^u z+^!`=fb&-+Z-;w;2ZEG%RpIk?Iam0+vgO=#x9=w+xYiLetFDy^QjgVZfAmH^96S@k z3zIr3PHz7UBeYTfbz%iERER~92}~UVVtS)a-koeKTWxn9*^8No@Ni$Q!a<>Cg3$;% zWxE|TKn1w z%<{qQA+5!ohO-0*_POV|QlkD=AH?{h<2^#mplRx^1lh1#~JpK8h~JL3TPGSTlo*dFH&)aDHXOMG~v%Wf?S_B-wKV__5| z+3BUF0|R>cCBO}a9|wvyS6{{5k&7^j=90$>dXT+O5A6c#gwUsdH_M&0+e1zQ@D$bO z(hSr@NU9+FO&V0PAJMxKRerS>Z{7T5N0@P1mcmnhhg4t*=c zL;FXMWmbI)Ad|hD!nS&iFwn%=Gm!f*sBmqBe!C#%NsI7wN*4b8p?s08s-21KkN%RC zTpePVH^kR3M?joyxP6Evbjao%0By1wKg254VWOaLN{-{`ee#U>>aRi;Bw>6-eG1UA z+RU}6$gH88c6>f_VnW_yy&XpaSaSAV7Y7veWxz}iv{XNNNSn=%)@c=?TVvM_ln-P> zY@3~3SlIIucNf*yJ-ab(!@u%Ggy4P!|Ep7j|Z~7$0#>U+M)Cc;N zAhSNABd2&OXNpIBL;x=a5x-S-iTkGW%B`Y~%769-qB3yqbDxR4xto-y?Bt{8eSA3a zlQ3W0)TD*p+SbbeYtlSuC@?i?mPvQDRb1M|E{}zCYF8I9P~|mkqg-X9N^Z zb<2cQnhFksz-t5juYcB;;Io>=Ik%81wcj;=wIUIrYiQ6H2#2w95t0$UoPGbSyh%E& zJa|F-9@7KhWHCpmO9FNdOhRqAIbcQ9W_^X`f3RAAuGvc8_EI*e&b<0p_hGGZB27ii zgJkQFjlzR+!7gH=Pf<}(fX<^x;uD12<%VxF?zYaCJVeCa0JqiKRr+46575cZ0G6(e zgwhz3pH%tnKG4ybX@&xpJ}KgHT~tPKpih!5y->}lAx*Un!FY}us51;fXHQSQmEF|T z)CWo=-O6@{u{x42OKO5Y5@LS*_@N8GYn1rhBrtf|g?LHd+y(Sq>=wt&pIV6LK)uSR z`K_47yof=I#I~zyJc;*mjR?{Gg-`er2dm0)|+qXvg?R*QJrecHQ1P0fdQ81Vb4*K+4ok zC-MNIUA<*I&t_;CObzq_XikrZ*If?({o-yQ;xqucL>N1D{_e$6FTS`cUhl94;Xeoh z&Ym&~ZN-gELVXt~Nw^1(YyiY^iI3|~5c z0TUOSI?o1BpnY>=3(SJ{;G)jw6fMIMK<7O_o_}|+(LH$m=43~57ii1|n}y7VHRb?; z37x28##+8Q+QGcPr|4<0=w?hc@=O<2W(OtKPUV(!vhrf#aX*;lzVs6S@npwkrFAN*7}nt=-`K z#mle1W7->Zmx`K(MrWm{D;Li=?A=&a1z$eU42n&Bn-g3I=r5V76c-jr%^!VGWPZ?fUh{n z6>S_|E$u#ZJA^+KbXR&d$7$>(2gm4u_QTStLE{}3a7x{xd*p!|{hTCwy&!a(Nuluo zCqMW)6O1&C4!EULh1jpco z7|x|pqN(AD#FGn02cT2pkFmVB0p%qU3DQxT1%e)+;)NQT>2_$1*;xq>e&5CIu7Sdu zF00gS4-qD&vsbV8$0W!^UzPEDB^(>yo3uREd6+#(5qm{hHfJ#!w-`{J8XzpEBes7m zrcgcmtUJ+0{-O;>h8TzIx**r+|cyus;W#x%M_c8IqS-A&NrmpwYX>}NBAYI z7^%;mILgMRzYRb=AnLwd8u^$=#D=zC1#LH^+lJ7|T|a5T%+-)&Gn7=}rz;0l5H`%| zq2{O0o@Ht)caF}^N&uYA$(20zf-lqUoUf07(emvWWL|grfqiHOi#30BYmDK{nJ3fE zq3N&u*hg1^?c&2jjkO`^h@c>`T$b_g1a=c`zzD@we3yX6exfm`Q;E}50uO|&`CmZ-62I(14}r7cM`3^g4V>J)TpqRO7}*YxVU(pGBLa87tsqBOu*~9 zySwKlOBK?0`l{#;gF~%4=+yVQg#C2KDLO&@JgstC<8KMas}i7R6lxc2t2RPz-n1y! z5j`_w)>HM-f!aSfIPs#F-VL1qIyO=_{rUNMU?eZ~*mi%VrJw31K~y&gn;GbCQl<_k z9Y1nfaL(fucV8&+b5}kfYJsA&CHNKGgvfo$;o;$dfdLz>Km?5rY5_A@m+u0>kp*+J z_5}lg55K3Cv*NYFB9t#8*599ccg7t&dNhz_Vm>`00->ojPXBnH;%LCYEosnO(#td1 zegTh_(DKTaJ)|mU4vUG20SQFa-M1x5+ysG#s8AqLDF{Q$bV?iymokU0lRZNSk(wFk zfOgKisP23y5h-1YJ-`Rt0c^uI7*6aNzj0pOWB=aQwT}r8hgKz?Id=|_Cj9;LCa?Fh zpE!P;@j$O1CsOVOZ%HR?oVdkFqLdcR|FH8m9qohmI79AIA9vuHaUT9cn9aTy=jEV! zf=OH)^b=dtC_A~rMn^}1_6Z@E3=p;pO8oQ`YPc;br4I~rVSV=O+2iNur;jC-*of2| ztJCGbCnxQh%^99?d2IonOQW}_$_ar!zB91$IMd4?y`T2o{dQVRxAI^rdWkJNln^^u z=Fy$;0Aj+xF1uWD=zV_w04n9O;U+f~f-BcQlb8{8$OF1ZFOR}t1X}mec2P&}syJ}3Kvx8W18RL@KAzIPt7d%`JF!_oEhpedo3fXjM?j@*OE)4hW(XcU7M*1!Q}@ zK-_Jsu{zEo5stEH#e z%fkq&X;Ey(5>pOOC#h*LKss1CIGR81`yt%|P<#8s?m!!pu3I8$>?u23eOo*G<#h#@ zC+ti#hw@$Pug#bV7zUaq&QC2d&5RK~1GlS8q~0l?iaX{NiL0wCY=ZXz0s86guYhSu9d*&Oq+YT7yVb;*cyiW795T*d zpX}1ZHr!3lW|TDcyx}RfFFz>en3~DHefwnj8c$|%UA)-X-mdINCLtm5j*P~<{x%)Z zZu|6~si--A{CJVKSzJZcC+Ph(g$iZE49mRwB^u_pFm^LZeVUf`DE0t_q?}wcY+m61 zKRcngp#ic4aw3L(>O3AW3IXv83{05ExT<=7DF)*Lz(q{HWrQ1>^S!v+!Cx{Hfcat{u?;&uG!lO@3fP|rh)wxKaj#W@l-LXlkp#jad{6j9<_*xZ9cItVW zVobayBNK#<#(7!<>VyM7bipWx()!&7t*C{cHS`lsr}*n5Px5?_o>CbF_LIjq=a-Wv z3x7Pw#N;#h&S20h@My=A{Cma&B0@t$0e_(3suaEl2!1Cq==`2L0YuV;K*oKFNB^dZ zN`L|C{{Fn`!ND?M#W2)Rq*GE->emy^pu|y)GfMG4esx+@fkj9t_{P;<-1OX?R#l7s z1BgtvKwlcqHD^Y7(X%@0PR&>K^+$pEli~)Q&9z>mSGNe%PfK^rJ47@B*D;K-YbeiL z5CiHP%7_cDyeV4fJZJ#IXYoTTy6S{}{9V(82#80v z-3*L=_PB{Z)y!%L+O;2PY=M5VJoflu{xca;*`HNkPkxQ60Mu4FN2f0@53o-sE60;i zy$8ZY5S-O^=^>r@0#QqRh;SQNW{J3${>A8X-cYN%yM3bIu{bfs!F;nGGD^xg6+I9U zaLP`#z4hQh6t4djIC6DY?T|0vSCV9@M>*d~>gecXr|>*)1d7G89a+;I$t=CZGabEU zKSHqZimd)MQITflVUq4>DqxNd|1*V zGu)sX_;kz;2J6+UbdziLtvm`E=s4#Or&yybnj1*folI$b`QxK&Vek|N^9{knKE5h` z_U!d3EebrU&+e^IIiF35>t$Q`@!oT?vZUxVL~XFGsBe4}0|7lZnRQm;!%2Upled z+_xT-KiU&r+vMo%>;SxGfCL#Yq*#{z()_*YrF~PLyV${QKlnyA@wZ`I3Qz#jWtvOb zTD^P5ueQAp3zKaf2lAMX)c&ftLNw(YK*<0W}%`1j65C}b@ z?V9eH_}MiXe&xKd1hff`g_Z`-&NnzTO@G197^619c~R%k^fLkd(z*8nnX61sLurLx zpL;1AE-G~4LY+wkQ_)ptXJJ)8(EK!g=xaq^V!Q!k63kw?#bgINjLb8S^BQ~+tqm68 zJV<7j?afLGB=Pg}4DYG=R8#L=Qat@mpFig_bLB9H(y-|gjYd#R3TYKFosO`}ve~rV=Rr~3HBF)M5OZ=XjRcaA;9!%Q z##aKI9|WzVLzQ4s`cO8OmECLsHk%`E0Y)o&&Hy(OS6|NjnfKky@`{S45FEgaZ&cC^ zAph=(n<@`{X!KJz%HcNQ5eglry1U0$4K+r|ETW@$SZU`v4;gBx_$kx^eOTFIo6L!G zwzaz z>M?;?E=n`$y%xTcz2mwW>RLz7u(7^?1uSec7D)E$-n)KmZEX#V_Vi#`8IZ-JPQgh$ z73r*FYWkzkvaIQ_t5+H`6Rar4$gTnvUVt`5)_bB*h?EA*_Q^H^GU{90v%X%bWP%+UadnJQV)Z;e=aO!Tb6_* z(di@7gb1d2Oe)-U{uUUyLvDwY1QcWY%&u8bN*6jPitW4DU8^HqJKx{m55rtPBQGh< zL6r6ZwhJ3VjHuW}a^whkpLXq%wN>&hX=yUTC16&?udmzSqe|XeQ_i(10mR_b$Z*9A z+x;;qZ)j7CyJ=g-T8sQQRZgVX+19tjN4O{T9nXdb2nl$IZkxGJN3ZZBn#(2|fVv)f z0)o6=v`*bD-!)>dToD8Hz{0YYQbHD|McTDkXdukEPqi^W^)72qXbzI&B;+Zb(r z+x$8}yvJTvj?l259QN#ENPku}!e*vYm2nA5VGd=^$EKbs6tPO;(Lb&4+<9+6@%G(i zIXRz`To)~gD~R~t6+`xu-88>7byb?{!g!#A)t2$TdGqGb+ZV1+UP<;)9rEfW z@8>ajoyrn&>7f+er`vA={7912(k+s-m@kimZ4-R0Aps=D5VFrqO$q5$AIX+wqtV2S zINC$S500&WS8;JM6qK1B zP%<_?Pw066e&l(V_7?@tORUe6J&9jbJ~oJk2v3)a>^g6I)RzsQPHD`G4prD_P2<%& ze4cR;+ov`y?l7b7f*t4vp$6%$&!0a-D4Ak2Vw%v|f3Ug}2on+6SV+Xq_RmWt>sm2X zZ$2iT0LosHg9qOd#n=QKCMCV$x^L`>u1{GRG7#3p|EW=-(F3Mtb8(7_iYoP~t}gXN z@|7~Ovi6im$w9_fJTR_wYyF{(W~r+Xb&tg*@-65!A|izb7Xbjy8sD{B{TaJtj$tlfrZLw65Ivp@dkcQ1?0`iR8){_L{)+!v#Y(0MY;VSH_ zo^!wuaR_n@ASOI}{`^h4CpG3G2>hZ?_{{f_5huEQ&F-O+Z~p%NvV1AG-)@rky54^O znw_gwdDJ4vhMeHC=Yo>3IuJAK>gobZ_dDK#*t5*c-lv7y1_uY%xl@4*wqN(y$&)8f zpKh#K?v-TX=g)hUlYsd-QnMxqjFiU01mzB{(0l~~J)41oiHn;MCcA>Qg%GB*<-Vsu z<}8ElXBaf4Ja+7|*JC1T*!C@Euj_9Eo^I_CidoQOYXiJY?G2zy;_BiexGZ^P2?rZf zx#=q1UC&g*D{Hk)O&wSjSs59~jy1>nlr8%2t2!B3D@r#C+wG&@L!fC5azvl3748T& zBXSExyNSyr>EAR}E&NOPhW-``no`6=oWb@NXj` zIIG{|*Va zc?nr8{O7Hi;JOODsUOV4jsukz*|nK-a-rva>ZtUKz266+a>Y=9Hi9gbb&!tWa#b7D z)8LPg@+%*ob88lZrJDg4lpC`T6P!3mLPDtr45VoQ#FZD1D@yX_FCOfM zxoS@nphrxZC6aZy@~daBd!B= z2^;dcgx^h>e6x+YLS*yP_r{H2v09LHTlYfAG)b}+fA*gLCOZ z(0q}i6SDsiFyjc?YBr6{&HN3l$Yuy`gQ3l6`*=PQ?18Z-OupTDXpikJJ8E+B$`Qs? zojo9q5qEOyCqO$yp=PQ}c$MZ#EQz+Q*Oy{A%}_f4lOER&XC~O3njms-f@(5l?Bpq4 z!D)P~fxPaITGeS%k(p?AVj6-+eeZ#H z%nmw9f`X24uE7JD9r2w9DphHDd6rCw6)13>-z>6{AaH4pCTzqee}j5(B5Wm)0-L(n z``KGmH%Rd(l=V|C+u7w9mmfEU!{T~)nR;Su3@8qhfg7$l8e3RJ2GihtCnelBpx%UK zdJKv|7VuPoOXi-s`uRH=^K)~P&?KX1aEdPJ;onO@kimDa?#va0Hn}k?p6~5vP%&Bq zJlR0TgKJK?Ou`Ju5ec6r{*0WrH^|7yAd0wVKvsCBkz)k7ZU|KN!ltdhB=YXfjCDT&K_p*>I>@U77ce~0G3F};4c%t# zZ@{bG7rC`HO8XV4`GN5IKz1tIDGqUPq5S|5o2QFAJwuyEqU3CP=OWcI^uCs4n0r?9ggX}RRpI9;M>rE?R7E*C(;=OxuCDIAdd%tcN17vx zrci4DI{h3R(CRy!K1)hKFm$JaxYoO6vEgWQbXSMjv~(oosZe+l=zA3s3sIShRa;Se ze5*YX0fALWw(FXWQ#==Loa6j?(AwRfSQyAQ1S#3rss2wxcW^#HID?4g2^rPJ^;DtNS2 zvh=4;odUx|Ku~T2vI1>KSy3u_veMGTq@)vu9s`&P?a{HZpS?4xuOpv;+(EWCY`OcA z1!W?-XFei(; zET{B5hpRL8e4>V|2}<9|(Vrg^%kcn{t^!0efD%305Z!==`{L&229k9s|L~uGJH{me z(nLZ^bx&V2!>ccQy$yIPu0;D5Rg*^uc{Q2F^PlSpkdqv!z0YcImGOG&hwID%>>;?6 z^%WGr1v&|7Qai7{W4|NTRA2v2?Q*P5E!2l)b4h@cN_D7;-^r}7tjq((j?_}`1%`w) zs7hp~qDzKSD+Rk@gk@~cww>AZt!d=#j?vYH1_j-yf!gytE}{`|LAHyNij$7aZ^Ogo zJX`Fs0JMGiY^I>8U!@(cSEo+1hI|$cd5f;BiZN>JGBu{aT90xX$|>1;utPBS+r;1| z>i2)qG6APQ=X`OI=F}-9^5YQkL-)k(fwkgLFtv@Eo50>w&n+n~Zp=FfFR(vEOiUJ7 z3Td`DH+N=aWVu<4g%0uI!|a0bK)m(Her|4#q0R!PDPRkNl|IL5f7QoO1EoWW|-9&wyKJ)eh(oQFrnSOVcz zH^P1n{5U{a06g1X9m9=z$P!X8V#n_eM9vqwZwen;gqmMYP{QSBs>rsO{9^lxmxo6I zpXMq!*V+zm8o8+8t#L$dM5-5-3Z$C?scu~AE9!d;Gtg^*EW6Z)kajIUVsks&1MQ9t zkbMS*tc6gT83eda!ww zIdRKOsq<12F19`&&f%jaua_?qAo5fFNy(vkFf+kb9SxSFi60EpBlF3g?D$EOvF1)# z;Q@dgApHu5*h^Myt3dV)6)Mv_3V8DwB2@yY^sFQ#ocHkXxHE?!K@DlfwoZdi6?rHK ziY|fnGE~x$Q}vbKf))s;v!I9k_U$naPOqqOJHUh)Wv7A_yHAls*$S%*l~6-N!!7ya z;Jvn}){j9q1*(863kxnVh}6W7+_vgVAD{Q}WVRmp>FJg*4iE6i&$cB|<8V8V2pK)0 zMHH=m^1Ak^KnN@0X9Ni#?evlFp0)}gAib}Xd4xOjkKNIs%P+l^GhjdWbCPA#6r-AjOCFq9Cx^TaXGOzxeg1o>(;> z&LOlppQ?UCellHw>8GQk)3sLl($$4b*7El8AwN$zLe2Mbu_z9W}PADfkck4kGQWrR)*@ubBL)!%+;!{ zZT$c#zVBBRbiWDTnQ>veixv|V4cOK$w2_=nhq}ihs{C&_h+IrY93;Dq)#^WC>=14& z%cx6vx)Avqc;7T=v+zk4Fp4pMsRwZ%_kK(ZGhk<%viP z4>>ikDSZb)s94v4zO3K=Nc|f6d)}3(Bz`>r*VlHt?vG-hu{v z(Ru@wj%y~+Y*;&k@rQeZ^19l}I8bT4+Y>;8cJ75iW_stapYKn=ak%$0n(w^GyBm{y z+}w(#-bv+)b1>*I(BZ$mIzr02U0GFih-&^I;Z2YbQIGl`dfJLzbIz9oagWkCzWSq?E)(Get@(~C` zQe6)KK%10YH{h!#1`#!Q#aJ}mX8Qx-u&@6)0GcbH7IH>d_~YZQRXO6L&Wb|XQO`;R zp9RkI>0#q0uUKn`D#@)n9Y4^d6Cn9jV^nhM0+GMO-KnSqaZrednPU0;F0aQv+A47= zx05k2LBZU2p054?+YG2|G2NOP{9X;JG06e!5!=_FZaCxyx&Fc3~9%*26%4+tQwvmKN2^7tRYDjNmtEyYAo$ z!!fJf;LIBuWC~e%yrDrY@`}f)hwIJ*wFfsZsAxuiV%0GnC@!q94_O1iYQPP}Z)VZ3CsY(orl{c5nRVCoK z7=}S0(wt?JF9719)eq89_0s@8QnrpyPfusd4$O#FDj}QCa$qA()W}cM^$nerK0b$& zH+lRWfWrRQq-Etre?Gl-VhyMTs^SCm7Es$THPZd8{X&(xIM~*UGVXhCX&W0S%w*mF zyjT33XJk7(_`=L~z%1yn7j8IkjC(0}TCkpEqg0|Mj}QG0flX!n*jI}+ccnd5BGQ^;f{DdfO~eKY zZR10w3KUod8Az)mdxdEm*zet=8EuD_r>Wj+!A)Qrom9C_ria}EtgqqeJH-8iT9Es< zZC6FLTC8~k-P;@2B#qhevX|xhqgh9(+{W7c<|$c|gHDN!9w+ z=tA#J-4qN@fXY--|K%F_iaU>ZdXIIM+(=`-u-ztprE3hdugCQ|E!J2kUZjOXJt#pl z_USE-Xe~(^qS`SiCm$H_^OnDPGx7;!4)s3sf?~p|)Vy`f3=EHa@1k?l6{xdL3z!Ow z)ulE1w{}>pJ%{|2#Ntjk@hgp-MmH`LIeu`2D_0DZC5581kF>~_+A%BQEL zNY_>&usj}bvwu9LVNPE~Qb%LZb>2GWUr92+99 zm6^h_5NMu#1n248UUuL9_uEW48ac-x|9+*L#KCNuZ!wTo9AxiJQteC6dHSv@#aNpu z>gLUt6_WH%D-_Uc2XN*S?!le{-_M)wagb(A-{`uGE=*%T^RyfR&UPd!znG;uO6#L! zoS)G4gE}VQ_T+~jz4ai>H>;*O`kpd2|EBxL1%<3evLd&g@FXSH7TtTUc%XVbiM>hGT%%LIzL5Subj2MI`>HZ~wAj$N1c zf$njdXj<_%b#$N)O{(v84a)mDj44(iC5t`Ue{klBkxXn-fQjj<14K)&me=Nu%~KtKEZ}n2*}_{w%*>K>j6&_v$_D{l`|SsB|W`x&j?+3$0k0iY*9|4FU<`C%=VoE2M|CC zJdLpWfj#!2Ai0Hk3AU{6L7EDgebl`tope>t@K%Az{qmn{V86El8~M*RfP2&@zIgW# zbmlze(Du{g7weBetYx=7_O0CldlWerce4&p+#kJ^bS~qA>6uiXZ+D!`f^$M3T)qvd zq`ic9@|Jkj+4v|2fCPOQycz4pU7%KYH@{`t;dwIG0d~jcXsZ+SG6l646xXDDq+2bd z^S-OQbX-QSJqIl2S4&70^=m$SI5}nym7Jm$DxZ7UbBvvvuakvzi|F)OucK+JD)gS7 zaZwgIs*v9l%2%bBvQ+Oc^UWfSW*v{GIhmMDNYd4dEwG*|UWm)psB_E>u1@W=DCCIY zJBVH{g-WC$>O~x9*7ei*m(g|4$Q7*pa{Dd>=1*OwOP)E86XWLU?!FpZQ`y(2(O*77 zHo@oik`37ctK`s_ezZ(ER(s3jyMhEM9a$~y`FSQsna4>M$3gaN24K_*GMq3Qe_%~y}By`&~+51<28Jf z?f5M}Gg6RM1zmLk)oN4mTC=vx8(ZBgTW#Dl?r!=b?(D7gvGX5KVK36zpV?MaLpz;h z@8YRcFmg)y_<{L)VNr~6Z%|s8Ksx5T&f@W0pLyeB@xy|)bYE2BT zh{jCzihjF7v%(tH6#6<2fKX}!7ISV;)KBszZMN~|?HXY4DI`IIwU(wWcJO2a68x?> zB<+oV<={V;iFWubN8>%3&jeDmnVQFkQ{%hz?!zq2+#^Xymz1a@i`lB9WxoV6;%k!Gi;JAg4Mzddg^?x8V~; zQ{sCSvEzo)k~yh*PSb80q^z zby#q;Uk{MGLo%E{SJ-eXlj+tU_aX5tDTYK$(BMo-P#;h8){w9ejyb8dCbgyz^>X+*3f6(eBAl1?V-TWFNZm6{XQqgW3EHXtI|BwEbylK zIqbQ;d-qoEOME~2HYbFrb*u zkA;UoL97D%p$AZZitN9PW}|;Gokj_%b>#I(OrTd=98yL4AO3mNwy;gGP@H`>8Js3!o|SP&BGud#G}Ok>I5J=U}0y= z!2Pecx3RRh`nSr#4dj0~l{r;x9$45~Azwz%iSwHB-#P~H#wrhVZQ&ASI~#jFyT87$ zEdvjtP4FL!gS_*<)f4`6O#^Oz?p=}wsp@?`eNso<1cp35#9w9Yd}YWNbNK#Ab&(zh z!nWzXZs*sBaz}HI-LaH?zFVS%%xWxl2xyLsFd;t!7fax7$&Ygb?0bSiCQ znm^G(S~WsP>9)a6)^hY9dCRxgg)7#=YZb?F5#N8lm>S*p5^o^vl&w8g6S=C%nW)E3 zYBBk(L%Sfm+XNLX^7``6i`G9Hy+h;J?xEtsM5ybdXopg6hmKG$U;28dG~22V)XdO}sIYo~mBF1v6ixhn0lnyC3=% zu#FUwiJT=WFIV+jn2{c=(>eI@U7U|9mYT&}bds=ip)PPw%aMaV`}Ux3pL{5v$ab)_ zkSRx%MJ_j1YH~wm)Xw=#*ld46g!UJoOQ#nS6Nf%orHOeWCSN8P zxs2Ax?-yO$?{H8pCUoD`I}@A_A0;xMwAbg1J8$Looa$;p_${$vGH*%$c>5umj}7bgMO<{gpf;rP@OQRRiF8c4$;YJwDSh^jdpz@1z^U0~8e!^(U)&00Ok?TnLA$x-J3XlF5W$yr9 zS@Z0TCKFBUNivz(wrv{|+vdc!?TKxBV%xTD`|g<+|8veg_xqmvWap{fy&Bb3-BrI{ zd#$dyO$s%396P(F8dHYYBo!P9F%)360}Roecc|dLqvLNN-weIe__L}303atlwgtn@ zBF@i^?Cf>t6IHqerJELMr+WW=G_RYmHeWv;5=?w2@tA`iY~f}-1ssPSncCED+AqBC zEwy2p6!9RBZz^0{SI{dQvrpe)+`u9FzRAG?XW+R~wpP$OHwvOkDeag@qJ_#!`@>5B zqIkkx)O2N?%Na0CbJnX<9w89mZr_2ov~n1Y)k^f;d#00!-9+o0&>r=DGEMNuvAEV1H(yy0@Iu@ko`h2Ewhq9ASRx#J_e0M@@ECUv> ztN=EYyWG+#Ljcj_vx}*{fP=vP!u|6OVJsPR1a=xGr61(7BSu3ONND*wTl9=pNuDVY ziI_71sfC6Y*Y?W^I9unVfKfrXy;F5~X{;7mjA$Ept5#7}aZ5iG2L7$yQoA{`CZAw< z+_w$pyACdI>+Y}5DhXQMW=}0cF*W4$Gh*R-pI1@Sl&_|wE-j3L`ulLq-b9*Vj3AMIV&j?mb&qhM8TM&~$ zOvHFZWE&r~Ukhaw$g!?e!N%!0F|igTt+uY<8Dz%Pm>G~s^)2+NzH6Ah*CY_o6%=Vro#EAF!OFrPG+DDl+cZJqu$^mjYK?H{!vy z7wFeso&&NhvXgSVL%ZT{l`45wG2g>rGDR%m_8!v4J@QpbIwiK%LqASd&GIf-)XZsq zRR{%dWPcf=%S_ZhH220j!NEC&y*2zae2qqqVL^Tz_kh*~*^IOTmD#ShG3D1xR2_tm zEFu~0xV#EkhDrKz8!8JtPxvbQf@uu5$bY8HFBWC>uEt3sQKf4ivh?d<=@+&O?f#s7B8p{`vLtec#cY!DK>T8-~UE87m z-EseRrT_S*KaqWYyXJqx`uxtJrQz4LH~f>WXliL_FKy@~Z*8e-C95E%NF!tg2+Lz? zWlSSx0Pv!w4lY!p0Pkq85Ac1uRt~=_0X*v;hfbqttz>2TJBSZ16CI#afQSDtF7kJg zKWwPu(*JhQ@|w8+x%wyPA140~%={CKNI*>RchA3>r~fNl(I4&s*^1U8VuDh-Hvh6q zBlsPcj+T~|25?cq#ooctQq0Q88khbLhkszo@6p(q+BjI-;nM#FWWM7vG5pT~{HgE{ zi!ycwhIRmDeN|5X%!I{Bxie>L(S zF8(kjt!rsW^Z(WcAX1XCJuU-1jhKV3g{eNDm9d2(E-ek;Z+!qlEV0r3ts4hiDtbC* z8UbCKzvDD9voX-{{V@J3eiI`t9gUQ(^Ir*iW;(_{U4H*7q7x%PRw{qjqGzH71Z2|v zt$$obdH@76v{c4rr2SKz{}0xpVq#|f(-%OijLf)zZUB($w=w`Q$dDeF>5oAF+vtBw z_Mg%7IXakF+mU`Z1)xkPdt4=ZLpy-r1OTzA0NNmZ{{WH#G6m8HvIDXPvIqPd0XYCw z0O10C2Yj~!G5~y|2ciX{17iNClBu ze#K17_`AV>Fu3#2`UE+d6wBH_x1Kpb3fyclPmg;9Yc`0Qq}iUM;Y;S$*p@!i0kX%L9s$W}JZlv&?37UocE^zJD{}6j| z4Jz-#{>KmZTX6pe5kW7(dyy)hoM!@CFN4ORpAQ>*TH&nTF%Yzm?DncnNBBhG;*gEb44`pVXR4jWP@w-VXZ%$VSOW+7klUo?<7=&ABbdjtPF* zfwt)>U!dI-(bmtPJX94!z1b}ey#&};Y9xHj_cJs7`L_$7vWo%~{D#a$=vn({rFp(Ml-bh$)KGdDj&S zGjYz3;U}s6_mmsdt&L_tEUk~zi!KFgF`!o(_!dZnerImz$f$Rqf=3RM|J7&wG2j2p z;Q#Oa3_Tmmf1jqBa#GfQv@mT4-**?W$Ug^I#UV^*mG|o6d|iXj3OT}$KnSqe+@M(u z77Ihkc{nxZIV~!Ysh`Ra!Lf>lbzV2k{TAM{OL&R7TCdA*lb^4R=xMm2_65wAAqx9> z*#Tt49@`^u^Kfm{iN>s{3nXkk{Zrvs`bB#Q@upGDJ%lT5#y}ZqlP@)jtL2&c3P_Y} zL#0x%InRaPKFtoh`X;0vpV4lXPF*?ZLMlfUCtTs?6VXp!AGwchjAE5PCt~VM#dbpmN$`sug*_v8aYus7 zE?p#}DarCR#7U})lp$vApY{wHRyg-|HPDGF;EkIkWiS_+Eg)Kp5?`Rd_9PSk?=t^w zDgW;>r=w-0XJz_3N**090}~q^+yB^9o~A?Upv=7uc-7VpjGm95pL!TqTAYX31OcVR z+2Dl4%EtQ>dP9W5Oi2_0APGka24G#mewxL;rjTYCXiv;?Bl-8@2pg~sFs$-C8ieJ|vAqqdyUag5N= z@vV>~U6ZH7kf=&LmNd8Nb$MKZ8Qfhnv@Pqi6=-y&R=ww4 zi=$wy#;{ z95(6|>N9Iojs`<#Ye1`K22bX+J@gyzU_blc`Oi}wF=;&P!;~W4+E8@%uc2Fb+;m@k zANx963w6?K7qn)VstX?>l(HU4#&KFKH3#xf()+HzQ11aOmM{;erTz%5OvEI5} zhUS=e+=zP^xaxGX0w?`t`6h(P+;5)^{i4o)T=`+~@NAi|@d{2V*~A^u2=ug3wDC5F z`mx+*7*PGJ*+m4jH7?Mu9sBqMZB(?r@tBFZYah_ZN;drr8qU-OkEv4(b7Ad%!S=N3 zAcoW<9;=@UvET>8!0Us9kz+$eZS{%zyH7qRPfRO@B5skDLc{Un)z>#{SU6U|4!1EDPE!sYV z)pUG!=z}G-c>cO@1wF$8vU#iCEAly%;Uk!tl0l+nSGsEh+m)LRGu0!VF3elM802SC zF}rT$-o$P>-r+)?Fm;&=HU^pyI|R7;Z){Sa>A0}`{5>j_B_o{lmi>>8nye&~=k-lG zpVkR(bUZ>H_|Ov7ZPoaW^*#v0x$>wRR3B|UbYb8%Djf;k71^BbgC4LsB36Q-{dRhp zxh;7HndxyaL~H;*UykU|qQiju@ok=m@ccaE{z*wbad<@G*QH~C47Uvrjc%axBd+VO zGXI^}9?QOeQie^GIrqalYNtid1v_uBc<}yRsE{F)r!(M{COfeMikzomokj=Ir6F_! z4w}1WT(L;`9S&+PO1B9DDxnm&tQ~U)!Q_dgtKuhEZGw|e+6D~r6Dn(4gfs`>wX5%| zpjvyvg9lCm?ZdEmqm862T^8@yljMa0?eq|*p&dQ$o;2|kmEe4)K;V3oCEHpb7Cdejye3I4;2<$T8J zVPgW#^2hO5e@TPb{8=$5d-@k4Xq58S#%nxV~SMB$Oap9=&+sT@^!0 zfC&`|jv;XU5a$HvVCYN0?mVh|A?Lu26ggDnu!=swNfu=_H+dZu?z|b^v7Ngjj&oB% zuoZcn4gZeRrx8B`Qjg4Q0iN)BSdgQWXAyTF~u0OP(Ce z9%05L$)6tijFt=>CuiJ^GE1tMJ)eagpq3n{1~FH3M~hVte1~P?pHftd8@ep$$UNKo z0b`%_#gTe8d)&`;_GuEq3-b#v!7+bwKuhqko=Ip2n1l|T8N=L{llJJy}XMbtq=MF+eL$IX*SJfA2wDQADMV%CEs=2QrJV6kVT){FN2rjjIQIWR=pSiDE5qbGZ(n6WNZ>X#LuOBgI<4CvqL2Xt`P; z&qx-&6FFL7n6e!(m~tJTGQ)8EOSh0_%{Om~7P|9`w1v2U7P<_JwEbvu?q%DssiQ7} zFgKxQF}Ea&v@5 zaa4K6DrxLmknMn8$X$nH(Mjhh@`Se%T>GRgvKIOb@yNXz?n>egatCoKHQOqy?f(&| zE_)F;R>b44E_cEA#`OyC4t*zbX*uh*#gXiVGxxI9ntan?!*L9vsBZ&dM&nM?4*#qJ zeayTV`i$$2b2ngP>`wCv>goNgP_nW`JsY%n{s?_ZJ14RkRK(-wCi?;ZPV&z2$Tlak zr8SFXgL6!?`TmIgNHnM2^^x=bRj;Un&jZ^Nx~(Xxi+Ofni*J^sh#Qh8k_Uogi=;@V zOGYj;@T_Q}Q{Zatl9DsLCG6PB8T5|rQPmxd6P`z8O#s!+=lRoVFb}lb7Fy9u(L1(h zz%%|U`#a35&oRyxOOcoFM$UQAz_v^eu=BS&Tuz^7B+ig$`qOY8u%IIBz(QGVA7feV z{O7Nnm>ZClJ=C)VRhW0MCDz?HS0r0hi+<0{uW)x0iW@#?vQgbyvmKq>vmMEuRt1X0!{L-yHu# za+%+l0I9!8KJ%LrAoU-D3P=H3_?yty9|aXl@km-e>zd8L%cXe+FW(9P`p98^GXxYY z_?Hj?Qh?0A32yxn1fZIzE3+9Vg|zmx<=X>5VJXY!|72(a+R0(|K&wA$ zEt2v|T)s6f{+9#-Qh?0=kV3$<)aBdXBy{;U9Z)ro*@LA1hyySzG0SIZKsWMf? zgRuTc29WT_k@y_UzP`gxL$x$??n{&ZY`HJOlex;(> z8YRewD14PP=uL|^OZ@fdd+*Sx_gF`ZK9J4&RFXP+w;k>`vsAkV_S?PDg5%lN;ZX2= z4Z36qijj*inLP@jciiqa7nGwaQF8Y6_Ze`vtH@K{5sOok%yftKqqJ`0oXAX;KjE%n z_M@Ahh>>d!0m}UkGD>3s_G%qyB>{=su5Tb`OG@(m)l+7b<-%SI+ILrHl~IpSl!}P@6Of z<^hvQ7p~rjhUr)7NzNUx z%v_HtDD;HX3UK3hP1;8$SUIj!ODFY~24jzQ*lkDQ1EnQgK@jy|1nYr*dL>I9 zo_r%aS|?)v1oEW^z)_SAfFsL&SKIz<+I@poXaLme(t+_6bu4=|F?f%k0aIG$iIu*} z$wRyK6-Hn(lT$1KjZp3-YLZaCY6xJa zC@%_%N7;JQWOC!m#^~XQ11Pcb?f?)FnRYEU;XFc;uHuSnete9X4iF@$LL<6vA_CYd8Z|I>2Sngkp_`m#zhJt zXh~KkKcxbf^PX!cgo^tW&6&;liW4T{F%ZZG{}$JKJaCv?VL%saB;Gf>MOn2%xBw!W z70uuC30xlm>AOsSD34*;sxia!RNjOy5tD(S3_Kq_b!-gx zf!PWI#}q%A?OF+~`Huy-Gbq#W*Z)1w_|n+9rVe8>km?PXkEGbkrD;N4+r)Dh#9iBz z3z6$w)5$!pnP8-Oyh7I#|KhT?+jpg%_ud}5Z9;&mh$(AJ0wI0KG9y&+3k|jF=U>okl`~)H~VnO{@MLYjl4b1WL z#ePo8|1Jjp?K`MH3$%H{=$4@1je!5SSIDwXji^+M1j7NKcPdf#+^(#++nn{RM$zXj z?SYXRma30A!K3)Dl)qRtj)iUXIF_lNdf{Zu5ypMUB@7*cC399brAwnCCQt#b@}A*8 zm!KO4sxZI==Vj2Dgm(24CV*7_xrA#5riYO?%1IYLGu6dBLc#}~BAzMhG{DJKkGrAEnI3!_Y>(q&nz z=VJjbdPXLEEE6L*g!>u1OZttBy-TO+>mUB?He>YzDSL3=QCb*`_jL*S4~;&*qud`J z6bl@c4*zF0&&5@5%V1DUP(^swkwDq1lmV8GCO)(Pj54(Id)+n+e(#Ha*rxvB9)D%SR9@@H~?)$uN(2xvP`q>ILD zx-3sQ>B9)3M;QBWoZ2Bq{+6W!K$hu0Ipq+ku%njr=~F4ehx8EZjB@Anm{SefrYKt_ zuP-mc#%p-;|EQfPx_lh4j-;#Rxq^B648+f;@v#jrS$C>d(v=xl9XEk8<2VtG8-O3< zER#D$-^gkxLy4z|ki9~+7>D3g$D?_OOcMv`dL-BBd;fA8?Vi|0&x1M? zu72}+_sLRr!tCj0iH{0pyR@vGKyt10uevoD`bhv`F8wx1N(R#Z`nbj7$b>MP-}VwW zf5Mkg;+VdE?V|CS%BXaVaK%!sZS1seNm4ni%cAzNEOBcCEq$-N@sB8}{xV5YauNuQ z9w18-AP&Ly>3oF{X;dzzT2Tk_&dMn}SNly^n+&{gf_8RQom=38G7Y*QVRIG?63ney z#xoFS%4uVyCzi^YW3efSq@zPdLv#dJw^JcZhu-9WnWnCQiNI-g$D&ZR|CpvL*MQMq ze7d`TNjQ8S08hFSZ{rU&n{`DNt?D_bjFJ>c*vhaAXY?9Jlnbd$8kd6F06ziqOLw3( z@a$0z|8a-~7B19QFW@x;2h#^ex590pa3a^5gRV9^5TDrIvld|a2tc!GMb9_wUVuX5 zELl7EtCp#RTQw^iPXvCn_E4u01#xXw85@Cy#;f8Fz&zhhc|$N9j{i&via-aznZE_? zxODyR)?HMC3xfh}tAE&DA{U3v;|n2&d{S}SlS>6>;o4rcDkpZ^l;wlVDs$nCffI*a zdgO0e8(L?@djgBG?~#rC#dHk?PNPT4>6OcEGsX}h#^4QCh#rXZkUj5~4(-B)j|Q@T zHX#cd^e<2E*^KQ^9I4=~Q+u-~n$N*AXLc!+tO1F-j~Vk(1bdxC?pE1snlB0P~MQ7zIq^I10xU_QE2-kpn+m-G8J_kPK-VcOE!4 ztr-aO9;OXuxC!ukHGbEpsggLGXLc#R1;2 z#~Jl;N8S|>;&vGyKm$e3wCDkmhW8w`ikdoP{<1xaT|0JYd*H^Ig5iS?V42$)r#Yn4 zRu8s?0p3f6q<_)ybE9A&cQe!u;gqCW+P{_-xI}*s{~IRfr9;=YcsiIW=g`P(zmBS@ zbn(L34F?u*M_2p~+>^Zqcja9A4%xj+pqI8oVw=y=L-&2*Yh2AN8o2&$@v;h(aBc`I zq4*KSPWYEx7;bI5Bx3kSP++K=>#%N5(mGx|Nm6{7Ua)SUxH!wl&aScLV^OyKD!%gPgYaT2Q223H^vY% ze>CzingiaD7 z>ty+_6+w|58^uHs&Zwq`8$BF2l1a~Ce(Ve2%%zauWr{Y;?mI2$XWQ|zjpQx z4~rQJ(GG#dWmzFL`;``~SqN!{>6fMERWc}nH^$vwRsVOhlO2Do()^i4IYa&Hn{#*Z46>6JYfM#w zurbQ`-~<&ZB$&8(*?7)sXl#xwUpq@9skIuPR##P0Ldt{JPsSguZ@r2`tA82p)Qbw> zv@wDE8`9`(V@vEbkkHUr>t;J%Hcy@9_@TL-k*sCtIoiUOuh7H9K$MaVa-cEzug*}= zSmXQyqx?TtFl|u2D5HKc*bfO=HK^TH_LH|m|F$`q4^raHP-FAkYg505{Bed2Pv`&I z6?75DPFeR{6lUkmBYtVm_B(!LB(=;a(h_yqdK@`*U&#DQqV|t!86XyGf8E_NO_w0HWUz3Cevf-2-QT0 zlNR^N*l6T0s2^#1GkgcXX-i0u+8L2xm_CZl14(+^Jem;!`66H~rCVvN3uEw^tJkw{#M#5UhGy1xs$+3!B=It3|oD!A~8-<@O zJcxWW4LE`pbHAJ4#3#S%Q#+9QmZ#NEy_)TZV-sGOUC?2WJ3RH>;)jGQ*67Bmm}Utb z4ZHKNCf&^k0u1S`JO0gWN6mQHQ8>^3G9;eoNcSFt9tdtX7~U)wY>!WGP95~=?kRW` zVeehyL#=)dU4ED5NA{Pbr_t0g+)-o2FKN3dP#R(+qfr6ByHvV+HpPp|p z%vALpN9Y(O=_1*&geTq>q2+7=*;@c9d5;_n3t?O#mtG{#k*Hj1+NwpX>^SUpG^b(x z_{CKE-LaDMpe!)}I)}knvNA)N$#HmB44EXn^4oVgEoC)%4MmmcOtc}`AYWjw$cYo% z)}L^#08BU}?3cG-D#VwoOy&XxK?J+if6q%<$yG24&BBxrdt?J)AZ#`|CmXR5u;{Y9LSukrW%sTX9zu+g&>fXX2URbIuCu1CMpECw1R_~ z+c8EeU3TU3Up3Q?Rfi83vt-JkD>x1-z}!L=L213Xcv{$kamvQdnoh~Dk3n# zOi_z+!$OKr^uD$vce?DZbl&-_$6|4@SS0Bhx>dJRtj<;cV(NFQi!n?NwQatm8$g5O zcp<5_wbwlP9z}I`$pt%p^U0v5@SxOZalWs7AQ3#Ip8-9i*bWc??)1 zaXYnP9^DC+nwGa6;z>HhdI8G{m+kBTLQk)W`B%Zg>yOugCO5sR-5Q`>Oks;nr;j39;eE>a!EaCqB09V^j5 zp|^Es2SlLZQT2JjQbb*et>RTD`qiy+13Msr6>+7miHQ!&J0XKRI1#O}59KTm@V0XA zk1u3P@#JC?>)8Egk9=mh7Ib(tZ^rRwiGfT?bmQ-IeQP1t&0|~5VM+DiUtO2uPJUR8 z*eZlvlO5FW|7V47;INhQxRG z%oNzXXl7WYNY)*TsSgLIT777)FnzM>WDJ64?BBgF@NY2n>x%nn>h?;S5+?jsOVpuI zR`U3GWI7;)v%uv6ABCm7PqyDcd2%#`{e3>Tzof8`?wiS}>BZ3^_C_83x9A=&_^Wbv z^NHuc``HdJx7V!`uIhfw^Hz81$Pc)R8Rz*Ct5n-Jimar5 zWIvaEH>{?LA1EikWUm$&h^A$pa1F3)RBLX$o@Vyg(|MNDCSLDMdZ^rp6q#obk$ z`E*xvBdXw^Tc~aOw!YNIiW5=cgH6PT2j9LZx{*;bY%k$-~7ni{k%-o1q2KoIQshx8P6$5%iM!e zZkyW@J_b7Sn&7XyqA(zyPqEc%Iw~8OQ<52pViuJZ)m*ZKM=pY#Xh|R6UV%wPN9)V8 z%C1c!{4u_L5YgIw%eb=G`v9ebfeOB+u^JgGUA-p#KuP2o;sMrlXdrneR3Ku0ME_8r z-C1~n{Ma!VifY7=OpvYh=|HsHgPYYvhtp#X<%2}K;_;`TTlL=ph7qUDd8UikR}r;) zbbE5E&ishD!IT@J)9~LSh7s4O<>`Kf4!(Z4JlJUt&+PEofME`=Jh0Bb(nN2iYe&AZ zr+w#^j&qi zX98|g3iK{UhezaDu~40@6CaCNJuo-YAnKPxo58q~xFh;~Dl2M6C)Oz%$lB$2u^V}V zzk$|C2a@yq5bsNPO&F$78V+?GeL-ET+g zI1^vhSKfY54Kd#)?f7&9^4g59yy>dylg^HI1B_}T-d_bh13{;}6_0p=QJsNkACYX{ ztHDb|6h>R8uaZfrR45^T6a6eA1{vs1$)r;O+_A?un@bp=3nwkcO0*U4U;l%QyAyl3 z2pA@e_LA`e7koS85m!?=hSGWo&+GfgNK21C)C5L2A<@?z?xa?`nrfreZQ#=- zs97p>IGxR|D78pk;=nLkQdIb?=c$$i{p1i`yg*cRMb?2ggG`}2k`dAOFKWW_c^bAF zY*8Cq?d>I3(B}KOSn58y(BRlB?eHTPx%J4!5GI~5cerEP$z>f0`!8||Hq!JIclR6WaWzpzWy@rgh{IRg ztM=os;oPUC839vX&m|o}QyniQ)>j|lZc(`+(C0WF%|UNW%;y)Y7DOrU>h$l>ESTqg zkEH#jbnTcW&7b?7?v%8Jjz547I$#Sg{G)k~y>PxvJvG?Wn!aNVJy~5)sD?D)a+cs*wq}&nIuyp;4$Z%;ALR*<97(f7687&B5`GpW9LDFv*OlYV zQB^@fK~@yBr48S~4Tsxg-TcI0q-)xVxT_@MfU+ut#V6E9#4!3Rm_7RZq8M3Y|9OAl zMQh<<=Vhz7qQt(WWTM!0{-v1P=lR|Jy`25s8$JB|0Zlhy#P|v2Q7reK)u}^UJumLD zUY#{qJFPAqw2mD$e0f(PSfU)9QiZ{q6jqMxVBR!-JNmpeGXKi4LlD)kAbw>zjmb%_l~^PO}pm|ebx z0&YGS9=!0nLGn7!sc}?VtJXIZLwffYwk_#0BCoB^uVHTCEdT76 zS!x4X;!NZ-g);|brTMci`qk8rZ^Gm*eL=7YI5@)Yv{|sNikN}dfJ04AZk_@muzYRZ z5r(JmEGK_$xf$*dTxv!9>eihVs;PG~R6xTC^rdrW*pabLln^&^vEgOjY~w=_{+QbvFpL}38zQx z{%g=V+b_4oj*6(!;!MtR>qu8A%@0aP;0K?oxeZzQfmcVrCXtZ!|s007ZTJ<2*fXqhwn@#y%>6VL`R!%$Y z;#ck|zi|6xebD=-y2icLw~-~geCLzmgT3G<+S4p{@44qs+M5sib?gh{s z6cwMCf1mU0g6WK=FO%ov-ZqgtUYN~~C93Bi9*r4fu2I}M-|r$^t0Nq%vHMpkM@yCj znd3q}=RWU+k}4mg7vr~#SM^PrvzoA)A-LuHP0JnmJE$RX$qUNo3l|HSCAH)`PJa>W zkX9p^`6AGoz0!%|H-JD_6e#R>nCP>){6%-4QLU!8g1koYfSGWv8Kd0(#L>}8y1igB zcJk1aiJKnciVioC1{WjwEjc%tMEA>(m+lk$eiYpYi;>T2ftwrk$(=bw z22=RH(*dY((`sl}l~h}I4-h{PEPpxE;BDvkMl59uITBvs?Z+j{^bL@Vhe3z%cxrBg z?s!4H1wp4o1F6a|$645Y4IRX@L%^D4?zM^7^|XUzzFwG7r|++t@%U{7-0r&`O{6$}?hwupw@H8)VfcZ* zDfcu!uPYKnND3%24as^}=|-#!F2|He|MpTLA?!{t^|b^{TO|Pv@i_AP1j#sYR5#Tn zn{WRYyC_-wGBHX*v>44@DU;4xNQ0EeNKdrx4DDEvP8bN}0p!e>LPSChKc|+6)c}Tb z5(rZ~Oe(7>&z;s}4PhhQi?LmF171W0Fo-5b45Hde3(kgC!xw)-oWtsH||q`vrO!kZGd0WJnm_jl3dkFUUX zC||Q6;kp?tO3_2Ulh7lphD;zq()&vGU|11PY%+}Vf(~pVCr43z(dgEzb~YiZu%UJd z{zg=}&B@K%;w9A{fSAmk*En6#n-DU9l)0(l@HtdCW@N}=S~xKlbLb+vG-$AP7sn>@ z*mf6ji_Ny#ncX(?{-b5ytRqZIns}@2f{*$x4!xk!Cc$*GODWuUWD_bGf~yK!&juz^ zF2r@}&a2CHN#fKaTM`8s)tLl2>RnE}g778=q!GXVqUVlVID;Sv585sZ==<##&kxGB z;CWqFf9!0WDy1?JR+@DT9>foNPwMKxK~lpcT&%=sl4vL|2;^}*_zFLvOS*A)thFKe zlP)h^>Nsq3e zdYfxIcUrT&) zQ(00bi}0LyBCaF4vA+2onKYR6>dR#=<1WEM$rh47V4wd#I@xX6sep`a^R zflD2%0>@dNM2tYxG;m8&dmp_D(AgQ~d>3;KPmRDS?0q_KfIA+gB9uaaOZQnf;+E1D z*4EEMz!{!T+r(GV21(+1WYdn*;74Ld@eW#vyTXE7jf2*MkeWc{bD6elt?y@OmsJj+ zUqVv4rEXb|0|M&9N_C;+C3E6bDO!`-h_#>#Qy|s@m@I(Rlb!t|vNvj&lf~h^qni7m zeo#GuiFN*X#^Vy;L9WrEfBWX!O`{8Msh>-y*eBqwIf!J1CWGhgm8Lj}Y7@;pU}fA$ z@-9f;D`lgxDyU6_y#+dkJ0Ms3eFoxEqH+@K7Mos*6mcR3O!Q%(FD-gq>6RM3YaM|( zMkYD)oh2~hWXkLp%uaxXD-%`FnTc&srx19yUtLdS2-M3~C4xZF2f7;yb^g#`xmM~Y z0=iV^6qha7M8VX@Z+JmQd<0xlg;j-lxn(Fj&AGcwHQ&$$Wq-8uZ0~~4dcT-bFW0%& z5myS(RYyZiu4e+C@S$pWjC6({Uh1LD)ZoL?QPL?k$vYO6^?-c#Mp&0pZT&9f#3lfGQbaS9`-)aI+Sxl?cwIB5iOUu~ zCB>PQ4n*KmEM#Evom%QPj=o0CB1fSwTGp5Oo|ZH0{gA5(;_P1KntC}GNM#T$`91ii z66qn1se8qQqZGMA^p{voG&XnMq{VFx$T^SbFtgW5P_LM(n z?BJ^)h1z=Ipt7pq%8Zo8wsQQMo4>g!=s}u@Btri@#& z@gE9z9`PmZkEFB6xbNWIH-F>~Un~Hv9uN&*9Y*ZX@Mk^H6QrvTcI(GYZ9=h~7nF>n zmFhw-g(SGZ2u?~x#JFOSKfs4d3yN9zBngeUSC2=nRwCrZf{)#Tim1xc&)$f~uNGkn zD_r}ax7vXnGX)Zy*`O2t_&KK@E7%U4wk9~HZPzqBAY*E~|A2P-kpaI6ZAc=x@10+( z>+y!^n!O+UBK83x&4V|RpoQJ%@l=7o%O`lL%S)$MrJ~+R$wUn&;O*8lyvM*bD>Ils zoVzV9hA<`b^poD47+}j<=+B2e)x+PEs=`0KG@Ly=63>u;97rz4ltFP&O&YrR5{wYH zfo(#BtG~7Y)r$ldAP|#7Y@NzN_4}mH)Vi z8I-d&tbT|!#H$ZdIdyP6FQu&+P?CUN2$~{E zh681$Q;QUH8XMJ->sH6; zLL8&0x}nqRMVnPK5eoYXr^AnAP_#o@Mb)t-RNu&b=(Oqddrd;61O_(LoQ9+@HdvK& z8I#R7GQJ`;qnunQfjx}9t0e-de6T0f2KxP=Q$uBQMjWfwwJ7hL8$^?r5R=Of%6pG);8(#m$~M@9>pSB-Z$u|*OmWh)1Z#+U3nfNPl+nm~pM$7%GHDh--UN%rsNh9t+R63i0 zkPJMjq@7&ENGZV&@+kl;rV2)G;4>MIVuD=m0-7bR0|>Z2-H)enIsI2joLtQkzUJNF zp*-}^CIdbL@7V)UFW(?B)K?54`Y7&>0l70P+B8ctx+cxBsup`(V?znD`16jU%CWWc zf^&3~qWhNNlzC?Jr22uDrRTgm@4Mi;rn`%I!cs?f5Krq)4i|R%{ThZbWbg^b8<|3S z2h}$w$4qJ2ahU4~RYmd&_2Ddf6)tDt(wVV6Zx=^1U6X)oN?eAkT*E!uP^Rlx2Sx#V z;~-6@z`PO|ACv<&GtfBgsR4&bA7$}Sz0+LHa{ouEq+SQHRyEYPbslnJ`1{6ZwgZ8= zDFkuRBG&l82{DEwd%8;_F{A{k0u$RM(c0cS-0v+}umtv1-`FToV=d^D5)ya!cfp6N z#;;!T$|Mzp;cy~I9xY)uy}b7F)-h8(ZN)q!jBqbsPAZ+<&#Ao57hMmd3VYhsjVqgM z-)QtT&0RGMemzu)gH52CLwj zMDsE*{8UQ4&h0U}?6P2)@-(GTSxzz95Ed9VKY{LcR}-3JC@`PCVpXxhY`%37`edb` z>(1F9`49_3uNBvE%BkybRW>*XE-JB{HPI=nm3gaDV(pyvQ*2Fj#&e=v^JY^vzaP#3 zjHJ$kHxt-&RR`CHUR=sZ!8MV8ceUV$?L0nTxN!@xHY)w zjzmwIb>(VNQ&}{*_5o_Z?+=R(fFEd8JgX7D6z~1lRFS_~ zb{dVPB+f@PqWKIpQ?;~MwpdPB1Y%JwbSZ)anp%?q3!n!5@fPAk&&5&Gwxj%K9WUC;hGZWNtc&HC+fq(=tsabC$QX zik7CKcyakU4dcBTl{4bBWt1sN4%h;k^`MWjsG6*ZwjL{R!%nUHSQJURb^vIy zD+X&3eMlco%$S+cmeG|VWW+#LGx$r}HsVn|-5%EB+2Wxd>wfqSWh@0$HFG9yqg}Lz z9-v3)ar$?vqgMAmxEIyvf=-{T9K1|v?l{{#0mVt-0yQ|)+<`8*MDOX*!vXyf zJtfT@O`(&T>DCNDc{x>vhwNNoU2Dburqs&Sin!w0)Mq&i>O_PJ8WghcNl8&$F3KH+ zZD*?@QY)VHw^EI@)!Zqhm4`J@;4LL&*u2aBvI~GflBw)1E-M?!w$D6&0%n0{(+zVs z=LD=r9^CrZ$oOsFRl)4mE63PCjGqfYEo^vv<+ddqd!K(}-Mo3f+Z8`ON+~MPY)ax3 zn~K~ohAz(iy(B4dqCdG@&mDhda(RuuK52}h!6zKiLtfsfJhh~yl!Tm6wWD-67ST!^v$LKnZW61Y`-egFQ!8&X&=q{k^3bqu`0&L$k zQ|>|n#ONn#l3D^=N)DD##BxxzN6k2pK{Kq;ec*yqKd@8dJ)at3Q$ zNmt)7abDLp?nTh*uVcMv_08leEm~n#{@#!?WnS4j>lQ1OR3ay<=?0^kh0dU4UDlQ? zn)MU}FphW)ou1~q&uBVx!E>XeC#Op!-GK2A+TgV4Fx>x%UWkMLdq`T60RT3)l> zVP{cTGn7#~d{(Rd3bbEn67DAwPz~pgWPqWhM2D46H3&o}1BMzUAd+x6q^YL8Uto+o z6@w&ZN{mV(9lq8R$Rtc4AnjwdXbx-pnTOWsp^l&(p~ncr>>&cwsfDTt)nc32C3cH~ zNC5;Qsv=z{LZjFs(iUu{s@N`4B6>tB?xT~?QvE|U5uEZ zooPn1GI+k39~~Ot2{(5P+N?uEHVanD;NWUqp(P}sC;Q=~2^~TwBBDN#$9mjEWIz_+ zCm@uZpUpO%`wKk;uU#3xA%5L-cD*t~ z=JT_J61p~CI2G=L^;gA5phhSdzxQGki)dpW>3y= zv&}W!Y}T6lv$RTmK*=acF&gmZ<;L;GG0HgCL~oPvN@YssG}m>;dCGj(Ql(p1ow~-j zT3MZbx9cwVgT@DyjcE_M_8Rvpf3od$y<~h*dBORj>pkN;%9qAd$|=`(#&4DHoZq?f z^~MG}b-REQi8x&@hdwpQt~WW%c9V|Ec3oClrakK>mr?O3E{DUHrevnIV+5@jQ&VH~ zu$o3)2>V=a=T>C7Mz|R4Qj>Lxk!6`oI-OqUh{3;9y%E1dx2CFTF&Y_|=mJ-aex;^* z)YQh*)2S@=QP09Pnw(f|2-7V#4Cyp@s9?hK3_{|eN*>&aTt=ExQAk#!uMSy=G6>4S z|GQkRta!FkuEY=b=FLC8V%FK*WZ&a5I-Po>8!)_6lUv=I*fV$o<^*Meb+eq$M#O{ zJHaHOB1S(OFwQHh;1cEVmGD~qILllTRlWIGSY0K>sy~Q@-C0tXT^G39b`0LiemD9_ zKo+tgkW#F$EXi)mbeXbE!K_GOaeemqk}F}Fb$af4nx+t?VhT*pZmDRm=&smOp|eG7 z#f^k1vMt*cw1x$VGMCvkF?v__Z?ca?Wlx1#(O5Bu&S5QLi_{{wM3zd6Y>VveuEp7l za+e41knXhK>FSAgSG*X0H~eMxzp|}OI-}dJ_xcpK-Q@L0v(bj-lhTkooB8raa)iovja$xirtyVL!{nD8ZNODCS)GBL1*F-0K=A7)j+GCU%kTTuWrz07ZCu>3>*=Y7da9<`=}uSej8)g{of0VXce2)7z4-x4 z_MRKBeb^|=)wfN!@iEi6Hv1ztO}uZiAfj&^pZHKTqTk4d;rO{$?+QbhhFRFX-nh~A zi1Cs1-NrrX2AvBR04vzdSvQ&1vNfjPvh}tdY(LW{vs8gP$Fe3ShIL9>wjBYkxQp5W z_K_HC*zNg^7<4d*(c`<)LcIzoF;=syCuMUAO^LCv8qU=7zli`SR(3p@2JW=#G@52p zQK0pe9t#*PZVR<&;$|5am^(*<%Aw}Y2|V&S+u1Q;@Jt8aw?xc*=F{rIug;+P8$@7t zSQ8gdmR(B5xH89(V+u%ieE~_%!a`>i3n0myf}zC^l7K?cfgTqFSTxKYhoU$r&2(fl zhlq^b+3H}KDHS4q9ee{#z*O*1KGSe^YhY5ZU-zH7Z=Gd5Xe5CNI+giw2v2<|59WO3(UmHKYKmO$2HM^nuPrvFJk#5hl8N`M0=#kxb$KN;}i~n<7$77kh z9{bn6^Dn{V{bNlT_6T}^G@a0%A1O~R9Tw2TG^1XG3&7X zu=5Q?XGu%Xbh?g$xoA))x$VU3lil_duixyox`U~yDbyM?nTXC&IWZkbx{~fm zkEE;VVtOp`!ER3b^l^S}6RN69RX=$A(C**jKjCM7uUWGSX3Z*?H8z=jvXrc#Rgkns z$;KO{O}<$dc*kwRkXB;2(-}IeG4n^&FaKWE9X6LSO9^D=xQvdeV9Ub7ndY7f_6+OP z@7c!V7}VV64trmUH>RWgttsx9{5PzUHT6uP#H^_&v7#Dd1)6%2pQtA?FZ%Ba=@HVi z6bx)~k!u7EKI)@CIyKwm;F=eN2weQkj%VUa-s_rr3X0>eoSwcYFw(n-wRU;(18d?> zzaIbO={IIOU<{bS3UyA@u@UIkb|S~3uukJwwOTsQaiinG$m5nBk^PYqrMjuscBx(N z(sk*(rEa-L*Q3{GyX{V|FW|O^ynda^399p^rn>cZoy=L`38UK(vE5#l@eKzC&~=(^{LvZ-D_##j{K0j zAdFvawe9dAsyl9H_DPMU?WJ2vSt(I8Rx27;6^+%3FOaRVI$LYZ)>xgrspQ07SgnOv zoXr}qQCIn9_Q@e+ck^JSwpXEig{TIrxCU=fn<|GYIignvzaq-lA-GUq*jYloG!_9cJ;6&{!wc$C~lgUt7bIK zuSKn1zDX733XE-R*i!!}8C=Qn40gbX#knO?Ads4xe#MmdTS{=$r;FxCs%nBu&V3n) zggjCh>E;o^93j>8{}*G$hfd%{&K;yVInMV-SsR=R?L_}dE` zvy6PF!;7-Q-vus!n=}+349CEwjttB#(+m2f-Z0w`+8260bd0?o`ds)t>6~ybN#8EE zOI;{E-D0=YgVLjulk_8~>`hLNL5`ZDv&&Am-R$*AC@#DuPqa&^8oF?~?Kxh5C_k8_ zOU6JEg$NmIE+GCK5>$dT$Ym&yo0~&TW?gP5xP#;Y$&2KvdF^>Z-a1Kg%P>)f12V`Q z_!g2>O-52RaY)r&rZlCr#P*#T$w_Fxepk-!%&cZtyEDK4`#&3kkq|i;A{YtnY5E6ta29cc z4x|H*&73CQMd|m0=V4I^Xkc)ptGJk%FA+F!Xk#p`nzmFbVX-85-k*SoS$}}R;ZIb+ zk%$uyM}qSB6#@%CU-3=;JuC<&FaQuFny6UJ}MvqtJ3?w;zVwQktGG#)MV<%jcBe$TQ`|3*o# zlFp9fV6-$gP5?&2(p9?({Z-&KuL}}C5JV=@;Sy477Iq+@92p5UWN5X9V5Syh$+VB4 zyR$B&tW+bf@}Pu17(QuaF`<9NQn~;VFOH(H-hV)m{?Bn$Jq12OZAE}e8wRz6@Dzlo z2E&+n-dLRo%-lu3%FaAj#TxpCT8icXX-mI^w{NZ>%r7n4bndPEa00lZD5)E1pc9i4zrHVAhTj@yvjic+o;SV-m3>aE{RaRi;7S* znL%ov>hV0q|H;_T&lYv#-wiJscrxtqPY^GzpZhwgqftaQtmO?fie1$2$tad@aeU7~ zArp#@9e^^kvEMIvgQ9&69HsqGMesKf3-%IG2h zuydu~$a@SU51>82$gZG|&hQ zX3$uDGH$;eJ9bc6b?cMj@??^?Nz_DK?kqP92eorsOE%B$9)UB0xtDlGfBg3Ad)6Mn%;xlui#|^M_bJh6B(_9n06Z zb<%YSL^h^%1WmJ-V`wEns7N7HcVV`H&|1^X_b#Hr#Z8%ph~l{crWUI8%@O!P!}855eTS(tv(8%v zkV00cD2Y7$+3bo>$k?b-VRPoD*-yJiptLa=_Q#OS_LY`-o~_U<`vIa^gJKBHzT;G& z1Mq%Fz@Bubob`;s$(^t>GoWmNo0aP_H!1hS2QxoWeyzL%-&5>%1sRj9vCN=bloq2~ zp?yZ3k}zmiu^4_oodzk?Y6orpqEZMHj8b!N^JZ`}*s9zVxZb!6>`?A7c7ywk$HAk< zzUBkXKlQ(=Of~<;|10H0^R)k6<=w!k<`2Q&{C_dx%i$&dWtk0dz`r(gjsM2L%gRf} z>&olKZNhvw24p~lCZoUtN4+0LTP?QiDI|75&$ruD45I^8X1qF_>GK$ z?0$6b{+d9*PYFB^fML`nd1E7z3xP~iRMYf*`T-sD;8QxQ?=hQUGoW+acT z1S>nKs3@+YBFRO-D@A{K?!;k#(QkN)m5?Rb1|as|m^P?nXd&REkj)>&P!>i46dO;? zJ3EsXoSo^?Jd$++-cLd|fj|o3Me^aIuOYo`=Byg;GiH+pvJ*Xy6|3O{d>@{M6Pb0$ zZjAS3W~PjFG2hIenH$b+y){xFkLR^#n72*z%_N0j4uv9QpP{XhHIF+JOZV$eMSJ#awoQfh1lxUn1(KyRBp)!^zIrc*A;KDkIqUbF>@NZo$ppjbqgIZ-J-I_xP@rfZ(7 zo_8{0JQ6gzDOCWJEY#Tqo@gclrKmx|Q`PgDNi)$WF%W5l#QY}|li1%wlNh8b9Hl!k z%-|asfVJoTO-=M7G-C9%ceaPxEi2D)v|}D$AMaq6oO|Is+V(GPaHG2d%je#*+(>dQ zRqzXfxa|G%W8CA`$0g=p;7#0icqhkn@%AL3y-8M3I`A4}3eXabQ(a8jLSGWXsHiCw zw2&F1Laq+HE}3!)5rGme309qV*xj>A8cTmz@%xbQYu8PPnW)aVn5ap(6AqiJ5vWjU zgdPsnd=^xbtoBA2pwLd{y^X-npxwnooc(bVY1o;g z2Ewiu9 z{$zGD{3`5#T|a&LlI@SpK0iBo=uTJ<7r`r@yc0=~iMh8J3mUstYBw3VfP7yAbV4Ui z>2Weikg}wEVJ{`P+RAX5d7`DYrG{3SA!R5qR5PTq7Q4j(>ZjV6>&5Hs*E_a4N5i9$ z(afl^ga5L)-M-y%yK{T`G3K$HB-?ZLyuA?0h4P^ScGNa9T3CyuQjNKVa3NJdkDXxXs9L5pI_ zEvl)QsI|4HjJ9!k+`Xgr0q%j!ZsW1cRPy`vFQ=#4&a`8p22Nfd@VHNHMZGJT{vnZL4=M34s)B49*~#o6OR&B=-M8GaSuB zh%+Y3FlI^_*D)7$(giiwe%DDC?J85-pNTvbPD?n?26c$+ZGy*|{?IhnL^qk;1+(dA zs6m4!t;uMbYGRt6hs!__E+b(G47tJd7y{e)S)3j-J~NJtwF>e`tifN2FkmIjQPIBU zy~w0C2&FMpuOwg88k{?s5F3OXNI4TZSnEbR&Ol9Tqb&zSTSK}|s?R~EBUK-lV>!TQ z*c>F;7g9%M2j|_*gJ66RYjIbKSJ|(Yu1sSs4kA7X#sHCdHc@dF8N*r3p$&t5KsDWk zLN*Y{QdBk^_GDY>kdS4|+#e@Lva}~w=KgSzf4cOKt}g7bz{!_LGYeBBm!Yl_Vu-nN zVX6{xs7ur)<}*658-#u`E)PC+#pXNH3xD^$yI1_-`SyI|hc$r^7mwGhKRj~l*A}$Z z%|3kZ%2WS)M~a{$|&FidEtZ3EmuZ3t}$Ukk6Lt_@uq<}-Rp@6{i$+^;@n zc~s>n7z+C$s-#De<>}O8oDu^ON^$L@9G; z506AByW}DgK{_uH&_w2{K?agq^LH|U=+j)x&3wz55Z#fh`;Q^^pPBhSmIdD#O6GgG zgk)Jc`-A@4wgn%bo#*?E&EX!o0xm=|pw7L;-HK+QNMC-z>vTkbt*L|u-wPIeR2>x* z43!aOO5_1{2lj zb-itU&3dCh`#E+KHzIDX*{oih+sbTZw{lypH;T8|ZmGFZy)}5Fc0=Y4<}3VN!8lJq3E>IxiJHgM$AeFVzMDD39pay{mTM-BSB$^% ze-+P#{;KtC&V1I`oZTTXt?Ed4OXTy7%xAgJ@|y*Eg|ITRJh>vn45;feml<>)*T-)V zX@&z<#7cv{OnopF$#O+;-jEIfxxGy_gdiijDkH1PJSRetFV@M}i0&w1NBB$lQ)NoU zqG~n>!5}XP)*#}o;V=(ar~-G5M|CGNDK#nE&{gWf$Ph1PTh(HDZuF2UTD9`r7Sm(! zoMscnsET^4HNjw5uv&?NrUuc0U?#-#QLOtLnJmk3_?w`SMa`^Ru1hA1MHx_{)yngn z(7uO#B#Y+kpjpUP!ptOWoM<%iMs^~*D@*rghqA-jQPMb-J(K0L@9_U4TrR4IYs90J z25R8nOwqLU*-qGK+jraA%hWZ8be!~n)PU*J0qL|N&73_uh}U1tynWt7SG5;#j_h{F ztuLZdxv0WdE0}4g|9LLN#d}V2bnxg8>5wGDruqScB%p*iGv>RVWD+TbVZ74}w2LUR zSOQfec@QySj}Rn;P^5TKsCOk=p+)u*a{^Cf)ttzkw~M`q!Ll5T;hf$?#ggz=*f4b0 zVWXHB#upC43LB0UxLXU0!=Ci)my<~SI9@w@U8Bvjv>kq^6j~dg_*PQ$*4W*FfICG= zwXOL^$Uv$gl+g*zF%bM_+mFA?B)o^(W%-xDk#0>kLP2AK%!VaNA`b8Oug0 zw{0duz4t}KpX42J#Ea+tFuRPAXCDMKC{*$+DV*F4oHS^$Q1EJ|dpY8Mf9|NHCgNp1 z$N=R2R9((PT%QG^#tbJO$=dOv6eo%G!oWhH4P;#Dk}m?L{tt|`uo zBDE$?xN;oWa@bxFWtm!&^WiS2{oj+A6{E^o(~CKHj`YnHIZ|?sO&F4zfKF-3fiRP5 zF!DB2Ko_-{p%C7?&{wwd+-qhSce2@-Z3;`gNW~`sW;Q<7p2#ZV^^bUZV`ibY57)gYwpY7 zZt?B{8Z2*H(>mF!Y&X>?_qS=tfetqx8D(M#Y8>m}kPg%u0B+Air_CtfYy zA>3}gU3B*QZu3!*(ol&S=5rw5(UfY;KZlrr4cO+UjtE6tQY_kt-rZJ^5QR~g%!X~W zMvARA#@3-=<0T~)dzB$&i$Z6VZ3?CQYea(hiH#1kgF=rzic?n`3uxTR^fJ@Mh)q+C zuyHsJa(0_7pGO0K4$T0&CifhEc^!!3Uvv~fJQAOX?}{^K{7jshh{L#qJH?-)x&Q~f zh*?C6-ZH$}46B)9mNOkijqBqkI9lT184mVwkn395_4$gLHa0$*<*I#Xe=2WcC!^9H7?i(iPo)?H{1#w_jytu3t- zEAUpHV)dvNrPzX4M20}f9R#x58L^O?gfOw{ zMwGa8y1pK#jlgj@2F8%ehV-@d2TL+y4sb9H#t{>l%%Uf4!X7t?6h|Dz1sZyGY**TF zamp0MqN0gKKiYyA?KNW2il%Zw5|>s~T2U#WQaEo<&VP_GIiMa^6eeuTm$`QikJxNR zSVFbQ5j3BvGH;(8F+`@L%nJuc7_q7lo)2_k*Ed^T+p(afWkDt9g!TG8=hu5+-<_Al zLUDA|OV;+dSgyKYhwA?K+Lq3tTf(WIyuWUBDW0G*iFoF~-kUFN56V`*Q?hwGMz6}Y z!TTF}m#l4FdHZ#)z`tG7m0fb<+S(mgMWYREP0jhnwYyT0#pyd{U%jo}!`VApzp>=E`b_ilu-B)aT_En4CRdMoo~dOPzd{UpzIbFhu~)Y%ug!=5FI z-v$`f2P7Syzmsglva6EdyWc`v-n01tP-<;9$=+ulwePYs6KHq9P6NAS*X#zWPT5b` zIXmJX&vX>*!|@-isAkyUs7l3KJu^67v6jY5E`O1%_8`QS3~02-B{Vv$!5XU)1OY{~ z1$oqpFuDc6D;6j7 z%LoYmNIn!-7tgs|zG{LL#w~2W`+zMrBBuJ2uNDr1?oF-s8j&o(7 zmPsbf7wQ}HAckkyZ(nDjg6@81wPiKi&#hP22f3>)TP+h{LZ4J$(oSfnz;7+W0@w}L zDrk~Q!bV=7pkZn}ob&;R+ zW$==@(~Jf2ya;Hd#xK&B5*ZSUO|c4rAYXwafhN#GKEeWhqJ|lr3!_gX(SMEfMn^v~ z34k>PpP>bh;^0449&lPlM8?cea+`vKTI2SBIGW~$2AXI=m=|Wy2CG`nn@H!GB2dQR z{_0FzE~B%6Cek!MH8>iAW@tD>g(4!ljOZg=(Z^sGi0;sXOO0_l(VoKJXj-NzMf#A3 zW7n{3rit*$1f?Awz$`5D0$b8Xq z7c-IBpP9;VW@aKofsC)-n_gpC!}q7Z!EwtusAU#dyRB=j4=~@Y-m2yZC!mJ0|c%MRn!^}90C016k_ZAB08TVe$l_8?WU zPQB7K(esT{AN}yAUc`25(st--bm~5}QJg)~#CBYnS-*7Sfsu_@FYEmHrI%p$s>dH9 z-1p-*zttUd#l~KRZ!8%t_HO>skAI1gzY=lb)${@20U>(wBIGA|ACj~-oMsFhq^RZ< zc?}alyx@WYK*F!GnwugV7*|Xej#~gAs&N;GGuQA&=9_EJmQS@{>gzs}da-QLk{N(JnQ?!8TiAD6((;_URx`p0IKh-aMh8m}K zxOW70yB`)FwwC$B!U5|m)c;VYY-g<={sadBcY>qFaEZrm7aFt!$b7z)@c_f;#kcB~ zi}H|nn|H7Gq?hq})&Im9>T@TMSYohx?Z(9$=5o1+$M^~r;u+z7%KMUP(dmO*eA|3G zeYEea$1{P`QFif^!SCcx^0dU8JbDuT0Dp>S`6nD+2JFDNq8m)vaNxBXG;l}`%|V}W zKnK1P0ga`jE8JDpnUMLiYGw>8Ok+3=U>eydWP#Z@hE#eS2@q^2Z1EyHA&p;+fmcyylD%v#?tb*xJSQrDCS8$x@@`5t=+ruMXujo=q7PN~K znKB6BQTpui>Um+c(_N81er2fk)o^#w}gv*RrYfAt>Ze)2@y`r20WOV~Ty3jlqy-H zmH@epH%yUGF*%Ofza|!e!_n9sYca?V4G-r@ z+16GmOQlL#n@5o5X#aeiQxX*cO#eJSjR~9mn2*?G;IZo@16>`Yht*&Rql8>lz$jJ5P zyztRreBtVuH&e;QfrAIvA0GSM`nG)7pX-T45>00CeR}20qZ84F+S=rj&rlndckKAy z4NDqZ!v+01w>x|F>x-8oke(jt^1C&rw4it6mIXH?MmO$cc3N)p->&Q|+_mtwr8`%Ax%WQ*eai0MGV`ou(m$!Z zntyf0)W#DVPi;K2QLWLuIjP`jiEOldm+xsQslZ3K=shY3bY1vwAO*MEBk&V(D95oc zO-6DrPF|m4E8)@l) zO=VXP?7{2cdrWkwrvZ~(PoD>R%8)nRTX?vQM->;k3}0Y(cfqbQoi%NN9&085`vMaI zD)0jJ3&0|xTm?GNS5}q_Tm~;|XmGCj9&I4`8bM#s)?EQ8C4$7@+u^FgO?)b}$a zT*`AFm@X1IvSCHUNAA&Ard}}JyGyW?HRwK?>Z2hJo>Md)%0MVjN_15k|2$UTapf8O zjP&O=Y&;5Y1Uj@ny#xEqD~XTe)8jLwGMyejEv3gu0>xOmvYcv6I*oKnWV%b!RUtI< zHWo=GX&Prv4&oQf;QpvHl1h_5(@*LYl1t-fr}1(@d?bD{j*g61^40wFZeIZZ%zbFa zM-WsIV260v%fk{6Gdzs&(8)uY=2^3)rva#et}=J>@JJxg!*-Aw%U#ys#D4#ZJS4+Y zBOM?5)O>t_@SgdoDiVui`8*Pnv8oA4+-iRESM_$(5!c*;%6oKLU?pf}@AEN8jRAHfx&MT0 z*%s=BizIib)x_*UvbwB9Ok0&&+*U}4Rl!~}OnD0SkP`b=abQwV5?Gc;@PUM$FVrwgsPew)Bq{^BUL!;{=prjp1Z1?u(UwG8 z9mwNgXMy+y3oW3|6>4CxS1^;omN3bCM{`@XhKVXJz4&so^kTYlurSI ziy&@M8*;iE{LmD(21HXV%nZ#AdFF=}hfWPKB_A3eni`shCT9rgoMLC>1x9q_u8N(p zHg@rLM%tLq*_pxu6LPBghE*Ny&oove-5Q|CU1H=X%M!0DhJThv^E?vyX?~7>iTCiJ z3e5_YGpgCjcx9?GUGdCRW-Ii31;ON{#mcFQr!qD8tpo1#c|zO=T)mROf3`IuH=FJ3 zGi~S))ly#0XC@0NubM(Er?F`O4{gsQan-|I5n>JF=gWK23mlI@gohQ)A|rCFW*q>-?Egt zp_(;}2tTxqxy&`8!CoH0D;D>z0M$kBx!AvsQwAQK(qztFkaUh?IymUt>VOmRkdKBhr6@hu#YW)ve(R**NWb662TAV<($GnQr1!v` zxxGgLH9>kCZaL<5I3vHJ$GCPjzV_Enwobairgq0sXALxEOdGStA>*9k)s1n3c3@?| zAl}#4Ps*WTx2*KIW!@yEQ&qKo+?^sDyMlHmj60E~j_R4*YC#nuv-nn;6xAiLkuX2& zNB$<@g2Pufpm4-igSkx*f@;uEoKjOEale7#{#gZ$D`-lYR%Vq$$~ncW9L^v9JJNYb z!Yk-87!I6uAvZ%AMD@HLD3M9e9sQbyd@3rz^Jon=f~CV)r8=eY(roF`(4*-?C7+Hz%#;`jx11_58dtRR zQ7cnit->w&wnj96x0=*#fsHSqkQ0uZ?VWR!5?aAe+=VozZpTZ(X?X8*C$kxAky$>7R2T8D#20JIVv$&8sAmWbj=q zBN!%vyS3%^#(Ce#}S4w3%`?KlQkl1+yc@Phc(6~ZxVTeic@ky%79hPqBcAsvz&510$8d9 ze^lcjh}8~GsdjKm6?8M4pbC?q2z9zDAvx zJK8S3A^k@3Zjje!pYuP*|8L%#@W-WWI-6ZXUm^MevKR?!LR!p(vc7AWt)6SV6VkQv zwGp2xrqh}1HMFNakkkegBL7HYc&mYbqk9A-+>QGY?^7*7z+c@)SH#ttt3nJJK7(mM zMh0B@0~r~r)#lJeTt#3N;Hi^%NLvoz;sMOrDv5}e!;y%jX0?o3#ZbxW;%R?|2c%@> z2dvs?BQvm?s!;)~qYOP8)e)^{F*fZ%bQB>P>6D(0Adf|hyd)|7AVnn>&>3e;5q=a1 z@IEa4s;cmT9$`kH&k5+1@VY=x3yTncOC;tLq-fbDYGPK%aOb_pLu8YGCg^VBKSMdzG{g=4*goa&qsAd6JN5bVP+)2Gb76cGdG|@;T@FrnBq=Za#PX3wi7H%W-jg93*otaZQ>QRmvZ^|67DupY?Wn;*uKO| z+QEWX6oFE|csS4uKp{6pxA40KP+lIF$&`;$M`T@kRscylW8vRT;Qj8D58h{LamFeV zj+Sci%TqosPF|A1+5+BH1G1X3Y=l^2^-g{p)Jb00H+T{GfePC4)<%KL70`oMe{A&a zw{Pm|G1SYKt}G;rOTSR7o0qC<^Ra*!(zRH(j3n=a@9+Kb>aZY0)3mPB)m5)7{mb3C zT8K9c6pJM4=p##~CWaJb7;+$y`v7yr+`6Qk2OV`8MtdUGQ8DyiS7N;chB^f6MFk&X z+kQ`?Z4l8mNB{$&&5HOXv5kZdoD%@_5mLm$g`Yi1coN=cuv+0DGZYnp8NiWch6D>B zsMNRY7IpE_3Gj@ruy?EoL2OYHm=Ei<5)B){d?lCHsvM5gH{TG&&ZAZyW0zH`W=m#yTg!l|MKt>^sK8X~s(A@De$^ zG)S0y&@d>$VS~WHBdqGd6r6aF81}I1AWgQD`NM-UIfqQnAp>p7J%`@Yj%YvUoszxP)PTP3+N}=kQ`?HRY~8cSR6M#u1d{PLI^B;PRzt`TS+bbTbG@($TLIJjdB za04`sb@~>r{EloL8=KhC?o#sdTEbUO7JLg7x#yFu7ASfw*Ym+m*Y0?hT6^J5Y7Jg$ zcSs?){5sCeU@4yf4?-!3W+#x&>2^k0px-~zHE3sgam5LA zjoF!X8@psXlUQIvNAe{*)3d+?kK{+~%vxM=F3)eZHjiGL*}9su2RA!SyU014SGEwaEWwGAMR<+SIZaqT`3?G6XSb<_m_9OQDe16*5=)A@)&|kYXL{4Ts;x zuIa0(aql{i(qp@Om36%79a-S`Cjd-9v%hu+yet{2`dW1|UJ*vrpzDqJcYG499^?luTN;V1$|ZPD(%ROzZH%U4 z!)up%$C?3euDoTSaZN?--L$l-)u$1_ZHXvaqR;FS3*EbReqz(6t;6>$eSDi9&l*NT z%FE;EFQ=}ggYaYG9i4!rL9FZo6QSR9w|)gGS`x2%AdLMh`(Dy~LjE?F&Ns zMM%HV<$4|+zabiZtX6jUhqaoUV}q~|o0o$06y~4snbz1HmD%j!?qj! zf2!LNqvYX+)7{`2pf!3LNEJ$e8V^2IMtx%8)ynQEH;=l7q>H_ z>w>iHjIptcvooQM`LvzMyDrFHt9!I3)4MuF<@@U7j*Wa?6hnL>Zm_c)ng>t*G&je+ z#CbSyK_=~b+UU;OxL}->2AodqB1^@sWOQa z^7<67*6I9is=3L%z)^F(kbSJk)7kK$=TLLIudsG5y zzo2=bx4}lJI1y;{klj29lM6^D<&MBERnqmYT%_ChVLR-n!NEz8Ld_E;G8z>mf*~aW zAUyH0t@p2qZ;yQz zea`=Y_)3z^I(-cfq07u=(etq%Xta|>8@SHZgh{Hz61H8oVBz(kQ?MTQOnIg~vz~d6 z&vOQn5Vss*4x4AoOc7wYgHyY-X});Prup#?T=%$;+3Te#(QF?1e=b zYOmb!50u9AQ64JF^t~m$m0a-=k3tg{=g6L} z>b8%+bl{~=eq{fTu4&wM#oT9Z{M0S$n8&_;-(z>bKl9DM`p&0*f9GiH>-W5{^s__% z`0nSXDEh+hmo_p_VOg}OCVkBcS+rM?*(H5^Hxv+RfoM}irF6!Q5Un23$>b6p;zk|Z zNHn>=%ox|1Vkzti`Lw6pq`6K2!=S1e8kq30#82p_h+d}e>Q6aBmUJVM3fj&KxLqI!rsm9*i)G(0G ziMd7cq`16uP_W>yPAvPYnGoa+9dQ#p)*5V(Gy4ldp~q~neLAWI@v810&{1!os{c`f zM-mAJwfh8OeFKDd?qfsM1@;$D?hXYKs+;CX4Yem;x+HYQtjCs0 zx+)l^WVXQ;jkLnLgIoUcgM06v{`SU!Vqc=UX-QWHtw>DDXA~3l`$HeQX4mB(_@J|+ zr)DtCeJ|g2pQcK*cZKY01)_Qju{ablA7V3Y??4D_DZ&vBX)Y;>WNZWHIYCm8#emSH zyid8#07qieJ~0!{n~Kk#2nX1ZD`!~5S}WZFi$ua*AzMs#gGx?zgWM*&L1r~k%WRVv zR3WBq|Stacv?qp1ZDlXK9aglXg>X zPxn32UhP0;Z|*?pv)W&mz9xQI`&#D9xxelHdg;;lx3s@ceW!Fh{ylsJua?e~-Ya$M zmD|nRiw7fLiF_rxSYfY;pe`zG`Y`BT2~`3gR`yk zAiv>GW=q8=MiNG%pi{*NUYYT{j;tt0 zGm8FWbE+`h_;YJlYx>aN-M;FB%wz9;ct>B#G^Icj!}Z-;-udBM$kg?ealVGWixI>3 zzJGkN?ne9RV^|W4=+%|%-EN|Tec6O;5jbrrS=4q}thDg69VDLZVCXDpJHnyK5(h+< zfbJ}@?8%NuVwAWFj&Ox4U@;ACvG!O8EXFFbiojrHcoHo6v)GRRH#iz%j?$%}`aGPj zfREkdKj5eR_ymd%Unx<JsuO@LG|kBp_jeVJH?` zzB_%$@gZL|+l{&@*~n(II-1dEb(+#8YzZ&wr*yAAWq)gVKAmgJ?mNBL4g5)G_nn=T z+jEPl6#>9~7?EPNcsNcnJYnhLi^2jIdEz#v=$fEz#xxWg=*)ZQSd)q6*!LxV(Xrd_ z8eHFRnb~#WH2o7SQ@x&BSICrACo)xc0724-M7I%%ZX+?Nah3q>R!;1wG!X{#K9bq1 zm*p%m=Lwg*=q@kX?L}U*h7jsz)jKoj<_yZ1x`w8-X^qx!w`!f3oWwY-hD%&b!o&j* zBaBT?{`jQyV|O%PmY}|zXmOtIcqUx+(%rqRdm1&o$%}6D-tDEmW;eS!gLY;9Lx#?n z;Q)dwe8k1D`Uo^Zt%NKcjsy(dAZqQPLGlU!uN%`P&z?~?o?xY~XjPgVB^`>E1|n*q6KXLU*T zu~|8nLOz>IQScf9iYiSB4t|CCfIAFv9)6WUi@-^eH$`2b4m%Wn{0PN+Wt~UKewTT?QN#iBy z(#SQ!yx^Nv+*BruzbQzWa4V$43d7jL$tEe(rs0zD^KKzPDy2xX+|CAZIP9KF4CAi| zHX-c4*WQV@Sn5KeH;2?z1_1o1w2QDn0G@ub*G|ByRNb|UEnX}YRu z@oF!t^4;DA_KhREyV-CCS5}Ojon$F)nw0hsnTRJ6ok?Dh1X`|lrX3pA$`mQ|Y_4$U z2iI=XvpYZk!)NZec6Tn82Z`ExUwk>SisDFw zgSS@_w&(jx|6}d>?@nB97jL?`zVl}Kqq+Dk>kA*k@<(4d&75bxNSXAG74jFii074S zn-T%N*p9xmF`1reThXUo{*A7Y9knot^n^Qt8SdEIxbiL`l7)?qc^y(rUqBBjzH~Vh zU}3(>lVDzRJXL$G1al)?v*S#MhT~=-eyy|;%WY@fi98I)2lRjvGRy=%t9!~o8^`l* zB$C7?b&bR&H3IWAp7@r+99PhZjOso&0#gV>EERSMcX(q^AyOI+TZNS|7QB*(mljrw zgiM3Qm4HEvNy#j&2C~2s(k&Q&<}FWuU@$wZug|X6y&4zU0@ihIOUAVFoP|c&47XYj zm}zbSt#KkeWtw=%gZl~b0X`7Ok;#T3Y93xxG>zuaOUQ!=#WJjFMmRhknT^mhcr_nk zKs@!ffMW41Ja^zytOyxQ+wZh=Q}UBEd~oH$&@IkL@h;0a#BjCDB|8EuN5Qq z^sdy}${Fv4!nYed;cjTrsV%Bd!=evW;9@h-HYzGdGL5c-9In{i^cu zd)92;TTTtGN23$1(#JM6uVcP={wH%}GU0PGS4@0v20b*|mqh0IhiAqI#%T7cLE3~U zDwgH5SeAAAmn*Xy`6(^zBkw|z@uK5}W`6!S1!S4CXU?>0cx0+w^gs40yg$kL{arbH zTp&tZ>(Pi$Cbq2{_R*vTYYd%KbU4q+(#3z5IA441q(tVfI{xrA{0`-Ml~G9&!A2L1 zhBw9HR=ZK7Vc}@L;nA$eKk4P z^7hj z@8=&-?o*k;@Op)gDA7!WO6nOZ%*z?vTkdtreofUCRqgTfQNN#0YMSBaaE)VqUXO>v z&@d9l@Qw0mYCu^)c);7qBZ)WoIsPdBW8TZ}_a{NvCC67g#2x2e#JzmKU%f+vlqfp9 z82Sk@-0yEssUTdDz6KP>ga+kb#HQT>diJQ)g=V_kUjy$2PjO$`>GlcG*Y~-w?qVLIe0-fMnda zq`DX;5+Uv=l3=KvhX|%QSu%PoW!bTxyqw?yUHz!kAI+zhp0<~c$BS9HkNKim(DOY@ zJ~}v*4*A7^X?o<$+V_9Ocn4~dpM&UJ@WN^D5!|oJ?#!lkzbfQ1a)>U2Ycxdp3kv5c znpvOdgAUPZ)oO|6%A8>xS7-r`+^Y!#H${vfvQ~(5g>%2M-q=Hj}*9oIcN-8 zTc|O#nccvxGuB$0i<|BH*%@g@{%iC8;{Ena^{dhsVQ2Gc>9~2k_-yqB^M&Fo<}1Zh z)hy-pu)dfl;Wt^!U-a3H#Ff&O^0@bEcAIjw{XpQLbieX|`au4E^Zvq2HF2N+-o$+c zCg`6)cS?849^8BIBQ;GPvAF+82{|L_`CLY)>~e+@`A|m8s+mj{cfTiqcDit3zvC#T zp>r(fXAQd;we2Dn3DfG~{85hcV`QYp4Bm|LyqPzQ9z~5RifR|~s*>PwPv!A*cp9C- z-7SO8Jds7B44)(_gmDobS0yQ%)pd%7MnskIF1R}@PorBYlj6{~9I@!&i#3d5K!0ES z5Ra|E$B!&hAF}f>TP)@zYvU?9q@riYo3R=7^F|FTg5)t>G?9cKdV7|X`81NK0u{r$ zKydil&H{1@GX=VU!Pyc2eyhekg%tvap&YMMMKn`92XC{$XaXNvJj4<=^tg>?;C&X7 zt=o=0Z!g-XY}THtEF-qFzz0yZv*%A^Gi`5M3*aUVH{i|6X$`|TSUN9j(_F3`z`IW3 zBDa3lwG1JXS*Vlgo9ieJZe`1#oXHIGn7L_^(WDzrEFqEw{K*2ONd{92ChA2%qog5A z@^TS{;@sgx(}W^MK0O|5E{A|z9fNxuQ=~(3Cg-KfWGv5$l+P@ZS0=lJ1eZG(0mdBB zG$fUot7kfzr~Mh_8CUTH(F`8oPyAEAV#P<$k@cAk?WGs(|FiTPbLrLe z&R@BBPA({ z`32TULmp=ZY848+(qHgYD15pac(*DMi5>!yELF+Ku41ayKr1bhl^eN%LHfS%8Xg@C z9t<6n?Wu<5quvgAWKoU4eA^YN5Z;UvHSt#)qWsQazZ8S_FZdpBbAzH5s_~|Qt zAyKzXH84~wC_E$dvyBue)w17z#a1zeQd#^=YE^h37$nFtjQrJ#4qH7HRHd4j5=`qT9H zsU|f{Z+;?o@&PyH;Jd(so-FNczlR&FvQlSYhYTDNfxwgG4Wq;?YbS^$*#|@IG=xYA zH}}_+Gt%iv_|;F7pB^&%PvRDde3b4vgKI1&jf6(-3rQpUPn>|_1b2eP1&3SRjQ%7c zQil#3z`c?O*6Z(%`I`ywtl;{akg+-jCbmB%w}MVmYAMi)KS1e35}}qCV$Ce1D;$6t zy!!AMF72WSXFGRPY?`_V;Nqu;MMw$oIxfhI0)lu$khFkDrl7+j<2D(NgB;fYNDhbH zLU!RvGT4;x4}%c%{(qsnQa*eTLk(8ORte zWK&GFMhL-~>M|kt5~bF00l6nnSDxiU0 zqj&56)7P$VE{#{zh;#23R#z%ZKQWSp>lVMe@dKA(HJ3^#eNxv)KYFtkOJgOcbnSa& zY2mJ3#xSCxL}K#9iR)#>qW>RbUjpVvapzlA-MWufYt*{cI=Wl8)Vej&%t)GhJf5+K zVSHP*F}`E)fw@cwWWhEG5R;2!vq?<$?aPJ-fdIyK%#z(K^RapPY=^w?g?-;k;Jsb) zHk)Kf_I)JT4VL_>TAK0LKsKY9?&@pQRsY}rs;d9LL{Vk)-FfBm{xX>t)gGhX#d0o( z)-02A*oscXDR5T=Mts<_QToM6^v)SpDUw94XOL1vq?l8RxpRw7PhuhQEBvX;7n_R$ zuq$_XT>|)QEIOKlIc#?VwQ!Vt2V=A40Vw2`Os=0c=dquwNSe;D$G0pi=hnXrJXii5 zxUT#LxUrhiTe{N+pVE;yTyx^{G1OB?+jo>6P#sevola%dy0mUx!sZU^M62iyCwgJY zTJ(%t_vrTM_qukuZ}#j--le@;f4A#S_Yu!s$xrA%;rb%@qV5as#}hAs*9t#V3)mt` zB$DyC9x5J%i?|`lT-OZ=YXdH~I}_L2@D0gCLUBM6ar{W!t)unYB;LEQoud`Hu1G}5 znt|UoA`2BCQ*b!kE@G>APU_)X`rnWN?t}VY>nZ)cWD%CFI!br1mIU$m5b6Q8Z;hGy{!hhlzX(J)?rEjLE3BY-J#mfk@B1glfPHXjE$?DVRQmtCpTI z!HlV4I%uLyZrM?HtaeZiW7<#z2qKr=@wJZ9TJ`Rs>382Ii(X>TyxV-+@-|sxM#-H) zHjD4rjnc<{>4|&io!vF`x;sVHfWrywfGT>%eC4%<4r>)EgEz`VCKE0&4RR#fNxa2R z&e$t-)JBT`c*a(t4_Zm_u`|{R?c_-D=Vv%vWR&7_%(X(Ata{)%YcLo&4jENS=cQ4N z7-jiXq`y9|8Wk+Uppq$9CeQHXAPgBihz}{igmN4;@ugp!FrVYVS&i#Q5BJUs+Xw%LHZd^ms9vhhM9olzX^^sV5N1tFaGXu%Y=#e!$z8MZzH`lyov!ySQ zojAN^?>DbpS!^Llfq4Mv{{nDZkhIMRKoqB90Q(S_-`Y=I`969|wFkfPw9<-ZC$*m1 zgYH7#p#B}HsdH${3kVvhzo8-kpkI?L!Oz40OP@zoWF`wgzPq5fL}WI3)AIr{P^9L{ z>;&uupr*0L0paRnu5mP$1=2pq~C4rQ*ZLm7H-#H3EZo|KR z)Z4eZ01M}+k%p;HN&#*LtJzGHqRHT9DjJIdb-=IJ>9exR!ie-K)w5W3xepHgUuH43&E#4VV+o8kSXkoi}5I8Lz%-)vhfi4v9NH6?aUV=psf(z zRXTa?{q=aVRv)M%bt2rKYy?0(-WO0}UgF9u6*6hSbGA?bDZM_`hZ+0D{V8CNM#w68 z`u!lP_8GKPAgFXu1r~$q^UBPs#bD21u1xaFEt*uF8R^$9y4Xq7qvYwacljaGNz{X_ zFL(gncQBYNHru`1y*9lzb@VNx&YKLx+eUG$_S|zjU%hwjBf}|wC{qba-gtgzkDL0O zx>Y?;$0k*R-wl7(>|xl})B6KX)+>tB52Cr1XD{AS*$@e(g&Sm!nJrG7CNo|g7^QWL z(l98%9}%3MgSlfJtiI@oJDtEx2Gv+KB!D#+)TuZJ0@{Ekj3VJh#DYAnvZT=oYzqc? zri7j-!Gk3j(wa{5+T)>cj1NRY=rpf6F1Ta7KO(TEWWqrqr#l>tJ5up;Fw)4UE;%^> zW{5H?L|6-kqgJDjhDFyY_p@%~cH@6o$|KQyz;x1tOrK#~#nK-^;vx<^N^D`lx)@pP zSdKzxI%lG2|MLp!HM#{cjIXPQEv`vCKnJ zggyGwX7qR1WO~xZ_s0KjBSG76d!D)xd=H~e2LDx&zyn|Qd^!E3d`|wJ{I9b5sQGrs zC(XwkwA1B{07x@IZQSTQ6K{wHaK_p&8nSh7btVOwls|QUib^TU?FlSSUZJZD=jZO{ zC=Q={fpKNB%hlR+tGV#ICYgEpHksOhe;22ccC{Hi)byNn0x@p28kL?PveqBbW<8xi zNu_NTO+>=2st-AT+s?Y)VA9*|_IUqvdFUf2;LYo%^?IYp?qIQoD~;?w)}D`7ngdvW zX|?@{%*5e!d!G^Gshxd-*`(Fh5}C2vv5q6wp^^)OdKTC_YnU$%+1Qk5L{8b-ZJb@B z(rTSrpL&f}<8*W*64A18z~ym?zq>vz(doD*F$9qF2{vE<=|xK?I`M_aoKVTe;L7C+ z2c6G4f8(SA&KW0a;LSGYV@}%H%?RP_W`uBdGeRg&NiKKcYP{m4z(q`hHl7<8s-fZ$*0t?(691sFiTf?4K1e3H6F=Q5gpAN<)*I|y3!ZE>2aiOP+jfXk6GrVwg9cjs@dm{Hq$no)srBAM#%8fN zy{jhgIDB~fuCbwy9WCW<-DkDWu0`r@Al%_g{DO`|igrU=u>cLOvJi?t8j> zM|Zz?U31;>_516uYwXt^OV|DX#qXnD&lC!o&ymgV^Vxh>B&Bvahkw4A&t~&zmTX&Y zasoZDbZ_gKOd*#OVYX1n!hawa+ndSu_vG%+krMSd-emAm`;B})`xZWcU%-X6 zA4Pie8h$-nFt9Y^ivW@1f`Lwcv(?(I+5_4vT3Rb(Awp!`0`_WtI-dYrw=|vg>EF7E z$$Q3Np#2(}RZ@4*osNUQ_oIWm<4Gh=}I%8fD zCkgH!?mo$RilMwo7farde2ir0sCHujm;GeP@vT_a@1uSUJRtj`o3R<8`W#%*&&MYJzAm~wjL zn$Xrp>nW!rS&vdb7ER&tO6xn7x>qHN+Q2{w-IT5JI+47^5N6KXs9%F5*wzR-u_dAj zt0-@)0mWt?dD0b8K&0=D*QFbR+ z^$F`H4Qy|%o)47fcBF^ye(=jXY3wED+6Sm2uAc_jue{YhfzQm~cHf0PLJhE8*#-bU zlf-R+eMF=NoN~PC%Fn4A@EvMke~%n@GgRU0Q-IhsF#uFMR1bqyU?=!=qk41v;aNDl zdB^0DNi;bb7ldp)=yu-6oMaHA@;Jq2JYL7pch5mtR)f3MQI5(@aVz59uajl`8 zesc9%X=DW4yn40XD&eoFw=U#l>|4v&lC00S=I7_@^JE9*`JcXOY0Y0Cjf+qGgruQ* zRq3|Olg4fmvlw=pQwXJzqWUmWIAuoFGPDG*IU-(3jaKNu)hJacO?RFO77I00R;%fI zQfnF!6X!B=0k4N~_xds=x9aJq9qEZ&tCbuGv+bRX(3fln69ZxE0}mL3z3c9o&21Ws z^;A}FX}{`P=STVC9;5nk6neLB;>k5@tMF;e^NL#jmJ8#~#OWUE+!bMCag-jjt zD0IqSPbjPlnoUdVLSDwynkVO!!4*QXi^~Y6R_K+cNXwJuNjTDRlqY0zEU|dkrNor$ zIFuhkNkk~=D3z8GvQR3U5&hlKJ!3-3Z*_SkKjRBVT<&5@)SFH4zREb8F!-xj2_z~( zQ_wb6drKFnm-KC;Am;tdwd9R8AHOBPZaAswJ>Nck4Q)McEoWCf8mZJ>LW;J_Nsj0A z_Hf1{d~8#RrdoZ~5zz!CNhgjCz<)l%Xf>^;hi6lm#+LN#Aey_5;#F|Pq5nGrZQ zGB>j0$d+9@Hm?!H-8;5yT3PE`MM&%4JTRsANw?mbj`i5>kWLqid83pDJLX0+yRD)c zbckDD$mg+A&%KZ2kZ|IK4j&R)Tjnq17jjFK##AQmpp5C<31R8d7&~3$@G6Bcr`0Hh za#zWYSy60k=yu*?c~~Jy-Uq4j3h?GbRX9!qXv*p6T&=R;^tlsAI*7 z<5N5v?oYIX(f&wJdyi2ZDz%M;A<1+tp&7An-JR2f)YNBTL~C`}0!fddvi08485lHb zuhOJ<{b;Eok0d$D?DMR6Z*6Twgpe8P!;^z(Z|e*7$%ug*8xynR@1t`0$o{S4F-&Ko zkA(IZ^)%++jbL{pdwezAz5348=zb1z2H(jEI59W~MW3&*IU&r6g;c3r5DJ+xm{U(l zBmE$rBEvxmz2lNa&0vkRK=dZw5|+G1bP}c1v|#C(%`}_XTj&VO;v(nR^Gg~vcpbN0 z<*!AK?MPUS!myZx)YHYS56+}VQg*YQw_uSOa%Y2%ki)3; z&YY?BbbP83T4bFS5B}{(`^55~S4inxX(=8hY&UYQL~HbFA{X0Zs$b!Dy&ZfKoNCNy z!Ia3JxI3L@bvoyR?EQP-o-GGY4#0s@X-+(tISAQio%W>gIo5>-&8iiRVSJL>Uhovhxhf6{X!r;NDF+!Hkch*!tbm(yBGE1&!GkIcL!aU@uMYI&ckw{Qk?Ta9Y z4N`hrIGXgp2@BkB3rAv(_HKQEw=?E)`-!4X%kjJp=Ds3AO=zq^`7S@7&bzS9OzAl* z8|Ux4&k?lPJd8$!`{90~f$Vtm2=xZGAP2!L*!JQ>)6hN3y+q}({~Drl4RNxJKkB)` zSy7D*e2+Vok!Dw~t__V!kWcCdYm$*SV>_Qr)y4+09lyvcZ#OM3+1iN0IDE z(kA%i{{C`L-&EQ`)0Ej6E{><=@vKk9^cYpB2hqsjOblkSr!VSmfu`kkDQ3QJ=L~UOrE3RYoKp{;nDqUsPpkBwR4+xP5@W7eicb08l^cc*#-2I2Cpltx7{;rg~?>-T*9NDWdH#Hc7@ zp4yG;T>$$VrLZJ2jFn|YvYJRhgrb-#<)bN`Q%s3g(dy)-FasH=)k{vNHp++fS}DI& zS!FSq4idV6fO2cz(ycoNLyjOKN31%mbQ~BG*t#YpkL20Tfue^L3}}|O36;}}s?6|o z=!bt_ZTM(n*=U19m9rF=ip}Qc#{1o3UrU$4_0_oZ3F?iXkE{r(+ebagUSIohu@bYl z&+-Y6(Uh1Oxgz@IiW}WX&I-8pM4}Ai+NZ$AM#OApEtV7rK>Q=giGajw9in6gW}wkY z4vWLWYor99A{_<30MBu&WdbO(Myn}wfsP_{h36+WNBZKtstkM6uo8!3X1IqUOb-F@iK3_Bgihz6fuPz-xZT6^!0WZD3AZb( z{-VPwiG%T?9cv3rhMbWr?>C??iV)OIGsU_7|y99ve1dS zooJFiaHP?vw%bLY&c=wq=SvRcBFUoI$BRiIF}$Cb`PKYM{uHmScMCt@RXi^hb2>Gz zDPSy|6&VZp z=g4<^ue^=6;qR6~ykX@05ug@R5s>0#{M|3Q-JwesqHc1s^6i&emn?6Rp54y(+0<$x zN3XFxml>bMAlg=_xM|v8=&1~?5FC}9V6gdmSf`cIvK}4h)FWN6UW7lQPV?CzvHe7F zXmG%j8P7P4?gY32#ZY}yKe&Z4B3y+VCfGX7KU{$BlWqPZ& zUY()0TE(`RhS5Ncfn{AfgHH6gY#x`+!!QOzY)lqoxnQqHjCp!R4IGwpe0Bs^wxM@f z4NOqv*-#f!*kJ2`DyJkQSOzJ~jNrQ`REmw3BPLrDi&!>)LW|8d`rdg!^bE1oNCzgZ z(O~7G^lp?0{37rJgiwcou-jo+qyx@$v3A3*!J}}vzH?R8-gbw1mCXvhCm+>B*tvjQ9>7w)VFX8hd{Bx_OMo~TMTgSkVhzn+`7Tvqx;nyp+%{^l+m1BSt{F>_Phe^%bwuem%JT9>wh! z0bg$1q+>E)0Pr60FhCmsjIt20R#t?-27%@=2nQjwzyQoZ3PNiv;t6IfF6d&cP-}I1 zco%!D)AkmZUa#SG!F|@FRE-RY!UYuUc(#0wQPemT@ecCOQujg3l9WJVNPh34WYqe`=Ls|mkwrP zF*k0U3S8*OTCJ~~zWifK)A}LlzrpG^JDxaU*dOVFL zqOcN$y@81UDtpE~XnoI~9<O*SG1wo;h1++wPq+x%fnL_uh_&Ox=c&AYwmm<+p(bS3|JK0U61%ufj2s=o6ei zDK0TaV}Wz>c73@Z3CoP^)_lj2>$-6l7L9G#b=s6wfHBp|-1|-KC4UWm+cCF&*NugN zEr*Ns?HQdg+TUu0YO+Tk8mYpyT7NiUORUKIA_J2lY1~G=K`}yo`}oA}L7p+R-;?@d z9GPwHt5?xvdN9@_v=g*ms}ARFbi6UH)g!>Xl z6KH4T_6Qn_z+wcB`eE4**YR-N2TS&~c2u&$wd^kT4wfpiuwvR^+H1PoL|2V)gBm`B zuqkIF#4l$)?uEB`;dU>a@xnnb%y^;NYxjn|)JY1PeRomFOL?i#*D}v#kR=nyJeHv{ znR0W_~j@=@^VhV2to_=yTkU=byz61G$-0rMhhA$cI1P5oI4-jRaaQgAQ@Q@Mcw zTh64(i#88q%NM0+0w&ZDnns5tH}6%Hc`D1Bj0_J<9c6C$mEse!L^Ly=)Z);e;;dsI zk5?_qlt`Ld1iX@30exE3hvUNLcqkWQg~81gdE;nYn7U&&JlHGStS;6-3j&j?_T?p& zI9dq!E3<{%O{+4(=v8cH*jsV|xZHJ|Paea;Z5%I#FXkJo-CKNw{x(L}xRi~rBwmw>lbTno>Y zWLehkeYdaIIJROdwqqxD7BBJ^c3t%y%%OGy5>1l$k z{UY=oW7$SYJX_?4o^iyZEqzKPZk4aCs>zhcBxbGa>n%9^f|8ym{#3DoS4ebx^%eEm z=B5?#F$pTLq*X@P9j7j=FPONddTjoZrULDM{F?i@xIKtBG%TE0rKzlISdynnHSnnw zm6hq-gM7uj1l%(zq5m@65pS(&tW4$PsR^n1snSG6r2;02T%pKKO^-`eC{xq3veMI2 zQ=+34%A^!Uiqe>r5|;!Y8lMEbVq>Y%$!F4`-xbGw(GQD@wW^8zO07axl+Wq2OY(E#C*IDR*cP9c zOSeTiTx?3*yu_1_N}|&WGLuxvNjW(g)m;@Q$C@Q#{m7H72$(5Y4qEfo}!SYAT zB|j+Vt|{kQ%DKhmoTF^4?A9`Abs4uQlglhCU!;oQZ{a!mTWAtBujUum5E7NUc=__h z%FIP7SzLLAYT1IqXjrU@NQ@{h-}7hu$`iFFr6t~n&oQ{wMi+px9GFv7GEu)!dh~9T zX%;mrqBy~X;H3!_r&ppsj!sX|sMYWPrXZy-FE@_cqDoEDD>Pd9ThB>h>l>ZQYq?S| z=Z55oBl#2mJMnSe#BY=G^X4Uku%+sRn7EvblaF&x^wc!+5ji;$WkS3vGdo**@*mvE z$h53%Z9;l+}DkC=th-XzmhX5vz58c#<=EYBbe@NE<4-Q-rCySY^td- znmCiGrhHj;zHxp=!E$A@IU_~MX%jP&CMh$;;Dkh9k|`6PXt2vj--8W0G~d$h+lN84 zsOtc+Ku*8Wf$2JbvQDRqh7$!o8^JN;d_$I4=^rvW1tMeFS(`l-0UHwUd$3$tDaFzJ zG%i0QR;Eo)9{9E&fAmdjq|igFq%v+4NK=Tr*Z1>I0n8yl;J(NQSX3bqF- zEiHl#PmxlclBP^k8&lHYn4cCOpOTZ7n^#nn7MquykqeuhlmrE*j?IV*9SOQcUxKD~ zyfnzTB$LpSbBt1=+oE5_@ODZTd z^2cTAwaX@w7B0_GPy8)0lP}1m1}7>mCb1xK;u$Vs!6G<6Dy8&DR<&?q+xt1Sr5U-o zF@+6f&v5tU6sM}FOe*o0}@|4OLm3M(W0Dsg#;9FS%S``gF9WSH5L&asWy9q7}7spuXp_5l|w{_X8Qq}qS zC;BD7nAp>{wk%1Vn^6>HAW6YZq~|BwuqQq1Onn{i>D3 z)kJY5FH;d;!@=hMuLKsOqD9c3G09HuNW?uPk-&yOAu&;@QxM4wy2RK7E>cMpoZ>NV z^&?yaS#e_hoBQbN7hK87(gXT~r6u$_r7U<4ieIIe$2I3^lJiq0c4f{_ic%!Pk`fnj z&&hA4XX&JwnGw-^3b(tsTosiDt;a}qN>)PaMdXT_n8*mZJm&_jHhDo|R8&%Oa&qir zoN0GPp`89}Y*S6lRZ-lMsFtWTQBoDiokVhxl(!7zjh^Dcj+Rnm%9Y^5Cib2IWz+iv z!MhQrQWf9zz^!sTcV|IynqFB_H=(@#U#+QGrHd2uEAkWMCGx~YYnyA=SEtF7iaW-- zq{;|Qg8uGQ+nvK*`2~w}^vOB%G>J|1#)4{7THJz4)2g8c8C{htCHG4bpS~DRhJ4xg& zqJZPhBC4G+gp;hqwAM*!mBOczL`-Y*rsb<>8j+GF*y-E>=Z027|KHQU*Q{^rTv2sJ zu5rTxV^!ynsU<_zOaH|$k+=M)m1}KniH$RMw#3D?bQ)#u-rW3KGq~G^xauKp!4Q`* zlsszUx=sBiNt212Z{k!Yy_w5sTd`n+Y@oGupgV67JtPcd#p#oiv*;nAF2r(9BBA6wc{TNYb; z|AsZrnnZq4ePdmUK8s(rYH>l+qRgbSjwPu^qcK&Nmz8M9I+;+uAidg{QIMp}wWY17 z$T8HmWGLq?s>?5LUQ{5tDMu0+o10PHQn4^6dQn;4;-Us?u|BhSQG&@@+|Zs?Vri;g zn6J&TEnTvqAwRKjS>C+*|xwSHddiuuczC*>6As``HwQ&ibd zRNcKeH6p$+e}(PxCi>r*35onX;ySX5jMgl@{Bq5zMT?fTXJt0!uF68WXP8hN%Z?(#*YI(1t{xu!$eRBy=2i%gA|=Vb7FhJ+3nJw)RJD*t<82kBif+FklY z^5ntjGX2R?-}`_tK6IAk1pI4v`ra}9x``Z&a8_kmbVa5AA18?KIN%`ozvLkPj%{MV z5829gCRX>g9ZSvYC^`9ru{$^6-_{qFuZ+ys%PQ_KcGlL4|JXG`msZG6ERW}l()1Bh zz0PDbR#dbomFa0s6IIKz<5g3@B_cY(1uC8d2L?aKH>y)HL5R+XC8jW0l7#{8q)GSN%6 zpnr~fX`XbQ^e*Wk=^L1|6|c7E=!!CK1CYhi&BcxTGFq}c#^NlHs|~zfBw8z<~J5zXLw=3^Tw5> ziDm1{U$5XRS1x&`I&$gI^5mMHx|dDu4ZW9;|D-W8$S)Ip(_PKah`wdRnf%IZpI;UB zVITHkKMnuYS@E}reb~=I|I?MfS@~+%hke+Geb|S6*oS@Chke+Geb`UOU-quwo5OBy zIcwO5eb@*2AGAic>O*{TYgX(0AiuCxX#2GN_Z_!i{#{Fj<)zNP&OcbcVm;7xMc4b? zx!u>TDqeNn>h#q=Ta&%!2Wxw-&|mS&y2^FGUT<9g>4x{d;{3`J7r`Iw>U*h&?&VuDZ)d{#j#6i)}v ztDu#12u;vd71T^av#=9F3*udfuf}kla1&`EEl^t*)V32sy>JY|XsEM`tc3VA5dU=u zqaj?2_*%r*A-)cA>Z&A<6Z#$|hRghc9ZW4M$U^j~GT zEFez=QR{!ia5;(A|D55Gq}rE9L6Y>V86HLI^?MkuiInP3Ld~2^3T>&A2;vcd>yz|| z%Q2ouJQCv#h$|3Zig*;0p@@qz6me08A}-2M#AN|_L>Y>>C_@n!WhmmJ3`Ja&p@?g= zNl9kJl>z*#C~x_Fh^qtQwG_`6%hDfl(dKVOJQnbn{O=(i7mz<5`zYcG0rAOL_5s9G zu`RLA^ng5>0eCLv--UP~;=e_F0pbTKt_a{?5zv-8AYSe5%g+f zU@LKwVfc8+7#YEsdZ1i@)6fR-4$M&uDYYQkL4X#B+X&@7#Eq04pdE5=g0K&BS|P^} z#`E|KlbbQ06XI-87Z0g4#ReY_w$cZAXqt;$4RKD=e^wlZ=Bzp+AC&ivWE6Tu+vZ6D z)Zrk#fIFcK<--FuuN!;kX6^7GzhbfkLVxXI-Ts<8NGH@}oq~6(4>KY6o1uM9NVz&5tR23lv6K+Q_E~K>nY9M3%wb|QR|yh_D!&Q`Ym+WUOE=|U~{;K=p*X53Ug@U}jguj&9Dpgj@$;=%U3 zbD7pJ_O%axFPrw_}jp^V#h6TMM^OVqR|AvF70b z>t;snbuwwwes08C#hz1%)uD7m{%yFfG(*WA)HSfvd|F5yW^WyQx=)+0f;e%Uyjo+& zRfx7X5~ST0Y-0pxWHag^9oJr5Z@gN$631*9b5MPD`&K?Wavi>z;|^F0#PJrjz|Pv* zh`Kz?#@&E@rm1$H?V*;zhVmE3*{jE*UX8HzMr^?ewbFHf_S35=Hl~*&Ob`2KcPxAo zvSHt;+#Jl-_p!O!3$+iiIpSZFd0f#3na&h=c|7&l61wV%R(LZ?$PS}DKR`x(xXKI$ z*_p|GJWYLQeH~cNn|o^OW(cuvUfGA19>iUMBc$J6zFa|jC9x0wmB>4W2DJB1Y^C2v z+XFO&+AVQ}+)$f;g%!E(L0;@^r5g2(WuPq)$FPKrxEp85ppOUdybji-=}R?mg%^7n zxY7jcv|kdNQI11rIgZ}dU=-+KCK-DG2YndQHvMwB3Uc%YtR0@y*kjT1_hApbD_&KQ z6}Lf+PP91wvGk8P&-Q-aRmLwL?@H#EQJ_r;F6BmBA&ylK>-W@auI&^f>hks8&32R? zoWFy}0Zk8F(a%-`yz5&tX~5KW(g@Tl{8dpJ(*kikSWye4bOU9ASQEs|gB+bKeIAa~ zDqM$}Azv4+abg`72-|>OgEp>_@JLhYGRWTsb+%1vJH*&_O^wsi6W;~i06Gh4Cbl@Tl8|)3X}!vZ)T~rP|gG`0(12juI-_G_`vBDZbWhek*j`_h0M(3Xo?U&VY> zKHV&ZjuGY04Bp?XT9iREa^sg@J-`m&oYvn2sa9Me+M%Qgd)kT8YhW^?y)`4{@0B=G z_1GIKRVo7$;H~g!^2yGEp~#CRptfMyt-^GFF0p^LEUZV#wId~tMmYs|=Fj<3&AyqpIEQS*yu;1gc#q50XCJb;uI8Qnr>@W&SruA`#lCTL z(B|R`S{=PEr`y@@ncr=9xuFbSQM{xAvqNso+|k);_0?{rfyrgt>=@q2xA*rudhPrI zzSCnH9<+}E6E26_Ic(s&9lai>i#OX`efD7wzi>%esjns8JvuTn=&<+k{mx-eF~7z+ z$`9Gb_))i=_Y6SqXf*F}^1Uv*&0{z4eGd1?pl!^++lKr25tjo}dm#(0*yiR(?5-h) z#{<>%j6r!jKL|Vx)4CwR%>x$<>8C9iD5Sak?2NdaeWSe|15X7GWev29w*kj6zj?sX zI}pIxW@ywg+&ehhM@PrYy>obQj4yD^=j}s1z>7aS)Nnd(F?%1Crpxa3xIk_&2>u3W zabI24D1ib8wBoT3(NT6epw&L-=HWr7tuI)5Hc?b|7wwJ{nu2iDGcxMo`|PxvG|zy2 za3olwpo7C>EIS<#s1W2c;OKDx&&3)IRkeQS;Gh!~fQj0`_t@OPt8-WsZHv`62n7Qk z&q!5CiG8?uv*T*Vh`rBYD|WgzmQbn$a(=}u=9~}1i)!JfjL~Y^N9@C>Zf4sUaLx}p zH#&NuaTj0b=z;oegM72S#|1ilnB_3j97m{_uW~}4sA%k)?1Rn`QQQ{W;K%^qY#Z)% z_Fj#mTa#4@E$%78iQ?YGYmrJxt&;m{( z+Cu|B0I7I5*j` zm)LP0tRI~+$Pb-lBYsU`N$vp~^s2`mG;?hM9d*&>-C!s^4j3Ysyy8SZodD>3Yi{5> z+Z(N`YAp?XODEr9Y42_^HJJE$wVgoEGw`cgtj+CRRvvO#YTK-9`1VG=wrvf6SxcMA zz&EV!urzdb^6eJBrM1J{(g1NSZT03ZQ%hSDUkByd+O52~1!f{tYHjCfgRH8ShE7^p zYlEe}8OYkY7ITYrje&1$v9{4V8==x#zN6M+ZK>}v*IM|FE=xyyX9F~Ef@<4Z+8Qm; zN<(Wyo3$8Pg*d*U8wkF$xz=pPrfR!@dkgYc-`=st($dsy<(u2hrUr&y*e zQ_!h;b8Snjfj8B*);2X@sdlKvg4q~%tC|}y3filMzj|v+dmHUWeS4eL0;B zu4?IQFz~gOmQE^=MoT+XPsIr(+OZNS*VZ7`LPgC7jR<6+bXRACpBGa@tr_a-q=f@B z7i(aD;KZ{A-S-dUp1y~SaT?gUUj_7^@zmi>_uf4Bi8sp9ZPG`i|0(?qeEvhaN4g_? zqa40bo`Gz`H_EejqpZYF_*VJSyj2!QFMP8czF7|6EQfEFL#=uEb~*TV*(;s!4RiR0 zIef!B=Wdu`Zu-xdHe4sX^xJsmvWD8}N$(m%#AY1~uZD9TAUR|_V z1Kh*h|B({3p|z0T1$IN+6?ostBtjPCp2~5MLjfE{lL$c|I{GGKtK|Js36b7SNL@sP z8EAIf?R5e;vO<`!wzgS}MnZ08Z`KkuA(C#%1|p#?OYR_?WAz<(_H8{mJJdsWevF2zZn9GQiE!>jB>)-9jYNZ%97@ z{8Q-(z)#BDgp+w>9wL>E%Ekb{Ms^M0UzdFs@bAgK5BS}(y8-_f*}njOPlSPR5ep)! zi8NxV+(bBegBiyGvHs7-$W$xo8{jE z{1*AGfZrDR0O2Bk8u?QqjeIcjSAajNs3j6bonkwYDt@H+h;WL(Dn0@H(lxjcV2UO!kqB^Mh z0PsJnjzj!^sXhk$AF59Q|EKDofd9AZzXAVD^*?}rt`dk;P1L_5occ-i(||vt{yX3w ztN%eH>Q6K<(i*)ciAXicnl8Y*HR}Q2puLiCTAS8JB-$P=NL71{_BtZdUa$Q%;E!p4 z3-M2ApCVH2)7m#7<}K}8fd5{1fN;8T-Jgh5_kr%uM56mp_aWea(SZbXf7SgB@W0bH za`oVeR4>s>0GH~eM534JlL1fBr$BtFz8~<7`i+1OL|+CvC1aW;Az3)q;wX#b%SINY zZ2>u36)=K|)e4ZaVy$8W;5J1sg#C&U2sbIlAiPF#Eu?Ny+yLQ?iW?#3n~HA&zEyEE z;NMc*3ixe`+X24|Mv#u($84k|Fh)gy8&oAAVWY~3qX2zW{YCW`l<+tHUc>NR3_rr~Ga7P|tL?5~PK{wMhD$NDVmOH5Rt#^$@GcDR z!Eif$%EsM~;lmg{j^P0eU&HVN3_qfwM1o-*hTRxmHFWjR)spKmycxsqV0aIP_hI-T zhC4BQ6vM|cd>ZX)97rl*2AC4$l>~B0fpJQMG06bQ^A{kV^M3PT$}ob^|Ew;BF^f0{ ziX&0@Uc3UJ5;Q{t8lVF$B)~-$=mqEk$s_r&%PfGiWg#g7Jz4;3V+p=@T}sMGIax$1 zNF`ZJmcWj`nk*&D=x?@8S?6@)Brq!?rv+o^|A#sQ+{!7r6t0k~;;dXB=i#<;cXJPL zySaVbQSM#t6NyX`C&`tROH2~0q)+0JY?bVld?GbS`=r~YM`aS3QMN&LhitoShitFx z53;{SWXR(pha<0#{EkAcFe)BU99HG4DpZZCZdJc(lj>&GFI0O}Z>f28n|gzKSiN1n zL%mmhK>ddLxcY=ftx3}uG)pyR%{tAX=331in(dk$n!TC>nm07ZH7B%cZJO4gU8*%} z*J%f}*J|(3ZrAS6?$sX9zM(y?J)u+U(sTyhQk_}1PB*B#R(FSPyKaYWukL{E4c&3w z3B6jMrZ?!9>dpFf`a%7*`aAU7^*i)?^#}BC=#LZn4FV275<TgKX|GN}}v1D%sgB<}mL7!Ad18ADQBY>8}O7gv6I_4*+b-tEjKMSS{HU-o3Yl7** zdxGhr!C<;SB>zS}ggy~WJ1rzi5=cXTIO6B`x`zn;AI(1c8;XGPkn#V$6-@u6HmwT$5!43uo8N7wT z2ToD$VFnK}cwB@}D;YdRdrwy|Xl2mF;9U%!qJK~CW$-lyKNI0I2@IBFIl5XUfSt-` zu_gxl7~IO>15@UHl);x7{HF+?O_(b8vjq$`GdRHDEmP*+#^4?XSwEirJa~p}xiN%( zD|j9~`!Ui|u#IsfO^kc4ib1A3&sl=&xKW&YAsjt-4}(8pa0i2XFn1DI@a1s&X@isQ z2GS2_kWJ)zI39e5+(Ygo50ahaQSvx>nj9oAleftGECmIV36s>bDxXwc{zh| z3^M!iyn(@`47M@2jzOlE&tJ>ncNk>cKfjy7-!XWY!FL$^M1=cU`}Z!yTYKgh=a1qp-9F20a7 zc|N_s+Ir!B1|P;eDoD?Ty-qpoXH2kfw~}>m4rhA#BGaoEnRH&{8D#eBMW)v;u4Hg6 zgZ&J87-Sae#k;1Ovxk`09%8oV&|(HxV(w~kE!j%$Aa|4PmS>?V83K5~E@C2x>- z$#L=tIl;*|H5bRFak-pZ=s5QYcLH`sYSLozcSdKhGSc8KZOA!gYRv5`Bpi$OMGhhAau zLk5|i9cKD{IF~_YHATpWk*XHWLEnq(}<(2ouf<> zjxudL`U?hGe~vOsdz8uTC|eOGO3o_R07%OKmmynG_0%v+Po9Ak1kwwysT=8?k= zH3jT>A)H89&yO)pJH}c$##%YXG~pG-`73c#&AnHcoL;$}!P^)Nk;|*HV4iQ5OjX;f zOxs>%`=M9aPUTf=u+(qf9YDjr@ztM9gAUkdzWPuIy(5I)6+%B2LO&it?+c-y4xyh7 zp`Q<-4}{PML+HaH^eZ8B$iDj3cSGn8L+Iln^v5CeXCd@NF#Vb=gqDZU>JU06giZ>f zGeYR>5V|0QE)Jo~L+GjydT9u~JcOGz)wrvLOnF#SQ`c|cCcpLYk-AL>Ks!Qk>AJ{wFQPa=|^Y^T`2$$oY>xfOQvVRsHr zxD!6Fqu+gA>bjG9tP|=x_c||@6J8IZF4=xuC`ZS9Qe67PX9E3onp2k=5KO`8Li+jU zY_=WtvhZ}h49?BqI`M<}!0d1~x7^wFa;lj}bp|x2>!m-pxE7+Nh8ZkugR<-VtE2E$>JfV^ z5DJfpX|vIT3*!QNIfGJA2G#@9#Ahh80SbL-zPTyfB*s(e`oc?Y<@3A1UQXYkUYS6j z&~||jkbr-E6n1)HKzP%+a(waJ*^M)`?Vwlbs8@7l2$WTs_`%(GnLkZPpYG~0SKVyQ ziD}O4OW1nN#K8 z{C7@m>AxJ(`ZBsNmi3vu+x5mwY?;lS@KkkAY?;0GE)6&H`>QXnoB5s0m(!iyoeY*# zil13<=7}c-?ZlI(Y5TERX?F(hblhE7C)_8D3-=+mP5jI?CvrCzoSze+U;NB97bvUK z@7t$q+osv>4q?YB;xi|n1ATwa7vl~}ADAlkLOIHv5J5Q?A}(O7D}_X%Oy~wIRg9T< zSfHPkVk(BdwTC^!-ym#2Dq!`#kavlKm#;(-&ILCYZI$0m=j?pG=Ae*?;TL)io?m-) z%2r+%+(I3|x(m_TOkKcJz6;17NW@K_28BNRhu8-vwKbx>nFT%?g)4=|*{S>dIN{2R&B3&vm0d!Pz0c5y?=x%{wx4TlXvNWE zgc(k$Rv|}}8@9z(Iy~|0X75Jq#?X!LOQ03Ikn17v_qvz+GvuVtoj-^9D#7`3j*ng6jOeCy#yPJ$Kd@IT!)NCi zw*ThEX!X)_!lS~Y7+!UX^oPY<6oXvf5}snzZf|+<^JQ?tN5T;ZkIb;t5$eVAGcWx` zbtsG1eb}Ecd^IS?7jDOYDmT?V!_@ggOI^&nhKu9Gxis@xH*&K2wxopyaeA#`X-~6n+Bji}*P3;cqSZ>}KTb?nQ+xoCjq>Kke%zed+hg z5itBEbWx^2?E+7KQF)6$*2nJ_oX@9y3+xi!iw541CQlhF#-Hb#RN>(Ht?z=k!og&aq!- zvh8!bQ2)WGxYvU_oDva_n4W38qe$7rju&l!r*&8EAD%~!_JDL zG{s%SI6Ezl`%XH$i0_RP5oc$d)9cmdK&=gR6T8HZSo;imV`jaXmGj`l7{1T;9-dac zW9)qoUX0x$Bn#$=w*@8M*O>9%CK)j?WZzvwUGP~KntIw^&HDY-`F9`*@eWC}S5#-j zGqN~7r?9N&x@&}Sr)}LLymM~#TnxwT&An`%F$tYM zCw7$Z+dV4 zAbwofgD37_S)Ic?J=^DlbHmZIbpUlQ%I5UXSHE<672>8l*0cGIjJd0Cj5DTHQ}J0Q zo`q-fjQ)%2e79Qc$xc9uxW9NkkiIl-&S%%*w_RTk*kS#VT6G`w62A9xj9ldJ2+iiL z=rme?+dH!+YmM*ytM`OIV(P=blrN=r{eSkp2R^FeT>G8bKW3BcNembR#)vUuj4>o3 zVvI34`#%IoHW4FWM2s=Uh=7QQ6cLfq2uLYKN+}OmU6jBDdkd1 zDVJI<@=-oYxfD~R@ICYH$?l$H{X;;J>Y3kj=FB_qyfbsoJI|RpyL-0tr-C1A`|R@X zr?6pe)gyZD6!qJlzUupK>|c=)pyo%vqtEGPz7OK;{4qMOeZCqNUFC06@8Z_O^qJQO zoCBOIHD~y3RH;kaKC5p$`-m-ieic4%QJ)9)Fn>eD*!o`L8prs2F!DLv$KI}>M~BDP zOVRDVu)O0MC&sswKesc}4$u1D?wG6QS{F?3{Q3ON8$$OuKI%Nb3VlNM3;qUH`=`$# z+2`&&#n?XA^QOzOg*~tF%C_UPvR#-@(Qjq@z51=WDgSh2g=0uQx8qQ){Y=l0qo4f! zcj#Po{d;|#YU|>6is*C55*O|=@b<;cJT453eDmq^v0a}36S(^RmEfcQ=`?1ksQ&=H z=o-6N?#gam{U?#j^X~vx-+v5T+_Ub!VUHcDEwT1r!bl=7Q_ZOG_RNmEnIk&E}Z1_Jw zyXIFnUVZ%DU@gZh1@IMf~#kX z{Cf}m)4W0GliMzQ_abyJ;a&GvGf#!Ki+k67`2Fo&nKLwB`kTzJ?Dp~B-_APHcz=6W z&Xp>ARr}V3!tgKdzF@15*i8TDHSx-|@y$qFXUML;ZxMY8oAKS79kJgzaCv_D z_i6vu@{`)sTP!ZD=J#2w2*0Ul(1jme>2`ezC-Y2v0!fV)nhu^w2m#Fi*!f?O5*gIL@3#Qa% zXzZ2VLf?x2z;}gR%KNV(V2nqB6LLv>NVdSKGgd}R9$0(Wp1tEo2(Z5nR`XQ~S>u4jw_4FpaMQOAZp(kxa zxPksJLb{Mb(v89@tdt>~!bvxYB#}hDL=Vw}ZWcF)8z@uUByOTx#LePn$`W^oJLy(2 zU(Ba$@ni90x?Q{}-lQDyOYuv(L;PC&nsUW&#BbzGb7d}7$~@VJ2FL&|aEm(V=tI_HmQq4U?y-L%+wzn=Rch1X^kc|NozH$W~2Y3IW!0TP)pDfXuamtlITZTiq?%bYS(K$ zXp?q>mQFv@GPIlM=USF_E4``Rre)JFv>dH~eyJ5{Mf5AJSSzMoT8XC9uQiY6rG1)T ztDyZ_rB+FQfKP2~pE?bJw%aT@RnTgVIE<$fX|QPWWF>_P-?dzw6llQrZ8mXaDQQ{@0EDFNyuH z8~a~3_P=iIf8E&sZh-&&4K~k+GZ+c)!5432U(8@%ya~QY)C-LjbTfNo4|wD?lqut6 z9Ni)v(m`1=UdGd{GC?L#Z<#0)={D(v*JiWV-VU!#r5t%ZeD@Cc?hTYH)8WB)vIpm} z2lrtQ&W8u*QGx6OKQ3fH?#q5$1V6r;?vll_nEJ_k9^GU=8cl=4b1l}n%WkuLqxPc9jd0mv(41-WH^*&oN1 zvJxY0fE<94Hc$>EpBy9yVZ2qzDhkMIS&dN_ltGNT8d(ed`{n%@dxPa*jJ*fs1CZ3o zIvOY+ln-JY4v|BsN)DAnAs;4(VN53;c$e1rze5po1Q zARooJt>ba~AdlN2JZ^_#+_um#`ILN$9+D&FNUE1l%ctpKIZBSA;c~PbO^?Vi7~3N- zw#U<>@_G3@HOL7V=a2C?Z{%_QIFIut9_LT+IB({0{v?m{79QtMVVr-JMmpzUv_H+G zeH4%OCXDuVIQ}8Vd=roPW*+k`Jm#OmnExyEPhsSb;*sCPBY!kT{y%7p^E}4?XdeI1 zVEkKYtY!lXjAj;ihFRcQuz-`sY1rsFEeVV;9*mGe&uiVl3!}jc*F!T+OM|2bIAQ`g z;s)%~!4xlmDKcoHb`$vGOUxIOz!$gCi&{2VV=`DHhhEa|(C(lqTCSE$FKc&dcS1i; z%cH4UAFU5842q^UEvXmlB$$-K*UT%cWW=eObFtyAL+Yv@)8mm22hn z6-@^RO$7&eu=j$ACV`3k*ayHzuP`6AVlcgJ@R1Ecf??vZPeQPOLz2Nt*CN=Mt?YCo z!ZnnE5Xa2rphARr=BWhcsYK=}C-am>UW6p_BP3G=!nMp?DO8Ejjo-H1ooW%Tqx%t3 zX)wa|%xh^>htPu_MCeIF5N-g|4W)Fj-7vI5@m&Ue58)8A+2X*0rY%v{;bT(^rnk%zlwAJGSQ%Y2cKyJdkWz}>P?6yk2#SM)`$ z;-)^LO|;>jsraaX`KXYYs4p{75wp)-%s%~?aqecuDVE7H8H{tSycWEWB2&N%-DEfL zLU-96yrB5#KIWq`nI_Y~2t8yEFhWn+6O5o3$}Mk{H-ZH+WCmD3@sv;YlD)tJnKBbB zaErVJb`*0}$Xn&D;DX+=H(1~{c^hiUmf7Hf+vV+GfgG8G<2&RX$h}kE2}bBA`(dy6 ztBTpGnt3Y7JXOQoRLk6SKeN(cW}*j}iRze%9%LpO!b~(298?2FQ0(&%Gfq8o&BM$! z!!d8i_R&|DcH9D-F_@0`EKUNP5XX09pBTrV?o zO=9Mn%A7ToIqMZ>tEtRZuP{$dW1jjl^VD?asjo0kO=X^Xg?Z{L%u}t*Q?1&K+Ku!o zGt><2W-XIuf~T@*mUb)HYNpm(>y2E+RrNaio|?rxHIsSjtISh# zv_h>A62(?CwY#*tpwmyg8^?;dW@z_-xn?qR&0ywwm6_``X0ER>bIoPunyI-o7kyoG zgTH1nf4!>tz+W@LUjfuo0T!F7_1F5-Jm#{Q+6Zj~z0O>g0;qq_5kNUOz^2X9UMJEP zXx}8M?bd!nR&B5LTe55Wwcmrw1PR-{;gaKxk~&HzTkf*-BeJ||nL*O>7t1NK+A3`Q zDb8MKzl-ASCH8wsvzOV+DVgg?;X1l&i?shmsoGZUmz2i!_2l}}xxS2~pC!FPy^`Kc zdJ9}-uDhpEw+nlzJ({fKQoiS`!xVf1c(@*1R`CTsMZkM78_dTNu@Eyr8)kq*$sTh1(K}1A|>22-y@6oJMMw;&iBDLH>I zXM|EZgK!_U(ch_z-bc{s9|$gfqT%Kz8XjR6cJhii;UJ$#5D66EXB-v$jHAD}R$NP! zqMPVO1H^UWIvOah7uVAue)dtt&pxWfjp9ZM@)M96egaY}ZV|W8{o+<}D-9O6iQDJ_ zal5#k>ck8&gC69kAw$Fhv4Dn(g<>HM6N|(mdPpo5i>Y2L5liS{u~aOj;bNIsMvsW) zVmXZvE5r(VRIC&$sX?p~tLQPYTCAo&1F%=BF)Bil2y| zP>cAf_$fUlekOiKBgN0f&*^D?3NuRlLi~b8^Rt*S;@`!;(=*~f#DCCO@wRxIo)y0m zzoK#cjOIChMl+tD(L68qiG4Id>=*m#1%6&Lk)PLmiJ#X@;^#FlI{i*RW~vjNXX&Nz z3?|K(!MN4T#y${NT4+yb&q2~r!=p43zWpH@Ue;LpAsRl`SoR?rex;$k+d-o{&$U7z z3dC%yS*IdqYt1_SW4707DFd!)*gRTuM|chq{Y!xHh+Lor(4 zS*t!q>pN>b9HaG}wT8!NeP^vlVzge3UjhHJ@YALY)*BJiD>~~v8q+U2>ovsmjLv$G z#q^CdUc067Q5x$t#=P#G^&XFT_Sk?>x^d;Fv{PJUB)*L#&?g7MY}JIIme8G7P!0JfHVVBJH!jZhalR^PK%Tl5zexKiW6cF`lg4vP^E- zElGb#I!Rd}yI6Hg*-w_T&1Vf6SX*YwVv{Tm=S7n_GAmjtPGM!q_65LEQ;vF4wUEPP+G)xePIj8Yp%GYT%2WQ=U+F-pEc#N#96>woH!7pjuGdH;5(W(&rx#ci3&wT?4n*<`V- zw&YnxnWQOXwJbnLvkZxr%d^lX%R0+Olk_mOTjVjzV#_j_2 zCC!wB{>wc1j>T${qW^M%Op`n0iD#Pok>a@Q)uH}Mv`W?A z(v|Sk;M4;J7JAA}3C?f>RFTI4TEY#}1x2Ax5Fhc4H*9=k1_t zM6IZ$-PljZN^plMcQwYrI#DE=#Wa(AKI%%RMIs$7A8E>&gu2wacq;b&M6D@r1gtgD z5z$kWn&cH2%{y@?*oiV(rkp&CX2k$SiUCA?I8T6G1po6)ND>;IlHz&Pk>er9!?;g9 z;y{g#Mn@yr9ZilVy2kOO<4KBhjCPDBhhwbcS&Daz$H+|N(dbm=<+tTearfIIx6_UC zZTL@bxlg`B`SP%Qm+rNXvyY>4`}6kaNl$PjILMXouTi%G(C7 zL^$HRy#JQ5HtNY|E_4Q-3!i~&%Z408;_`5NOG zgY)&A<2fZ`ncEOim>HOXobw<2sYNtIWvHA!+%b_6Xk$x;!kPljh1Qh~Y5FvpmSK6hQa){E3W z;kUfs$DXX1LNR0&x9545XY=TfS@%d3oV#C z2wGsWFas;*T}V$eSr~_)le+(nGFix`6-d>YWZf}`P&0#e*~NJQ&X_~3dJ=HP;0y9w z7@bb`2#q}=i9I429`QU~%N~)>9#O#OwlL{f(lP4G-cc0OJ1l&yTcY|MT4PjUHr>iI z>Zwt38}-8&7=xfjLQ7PR9e$I^-*~9wl}Rw1*A?EloV~_1uov6QFoJL&v4>{86IIXc znfASQtd8t;!2GaW+T-oGPospiZ?#X3(qC;mWdoPkad)*hh2>WJeEWRcejB{ct^rk1 zB_`S4ux%w_I}KZt>_t&!8te_W&av53>?yW7d%O*^ZX0Hrw(XHpwllU8+X)+3z=riCQmZ57(C+=V4BKuS zxWiV9-2Jw>kuza~VaSVcbkcSv(n9M|+afE*s|{RX+h;o%DPi4d-2=H)y|8Vzy%p7~ zG1hffj2P=tlv!q58P&czTb*^G6&z~aiM$!A@8MD<*2z}P46JL_v2B!XTvWLXTZXm4 z+Kk-!$jz|T+J;26(Q9q9f^n=Eh3H3-tt3*?df1w6Jz&M!!CH?R(`*@$Gh*F_kZ66w zinX&()w2dz<8!8*%2%d*Ql&4PQ0)r$OCu(LICb}VZw zU>(b0SY2XWA0=O4!J5Ic1M*huvPd5+Q>;an>Bw1!oH5qvQ8`W4o)-ACWg&9vtYf2W z4YXiRWSN560Su?H0kzQH$Af#Dv7AynR=bP4ys8Sm+TgDl{ zTpGugm%mE#*mzJt}VrR^bc8G32Ge z>Jqs}9*gSxR5_Jb3Kkr#mpdYD5v$|~%=~$+Ae-ePxi-q?Kru&p1-MAO1shXjgq3VE zU*?N(GFwbU?h52K%85}WQ$(GNS8Hyp(=9SZ`el8jHKJIc$7&ueE2CPHDfVJrE<_#o zFQOf<*4ii`#a5XfrN0_?T=1U&{~2oruA4t6+OO`uxMK@r%@8UviQXXP|KL9{N$id) z(;ymXIj!P5wnS<}q!i6S-HHRif5I;oMU~2>F_^!r85Kr}m>M}dB1NQ79p>+<*Wf?V z94SR-u*yEcvmo_6?Ti>0DaSL649qUGc+MwjzsNUoyEfmwvg-r&O`8R{S6<$ALi7s3 zc#2?r(?^}DFLABkgeAdczt%}(QdmP-pR1n!v2|-F%@<9Yv*jG)IbrDgouxdF3V~=c z%hV{(Gte#@Owpf2O%7klu03Pi!uvOQE*E;XIl-9Qyu|Gqi5XHW(v4A4HS1Grf~v5r ztF^zT&WNMIG42DNoGP7fUi|EeuaZPh)CgQ_v~mi|8Zj;fEjG!5m>sHd6)h{}CtBl8 zvTVNA4JKK48WnXWrgZsC%nhFjmHIkGp8vki`){Z{&Pk}f)1un@veDkjQSE)%Xz!S) z_J(8)yh5xB%eva$*{1e>mG^T#^eRS1LkibD721vu;gcu9C!?_{OJF8(GLt0nXinyF zptx`;u!60DkVX_{Vz zouqLj&i}tpM1o$t|7_`af$w zUQKQDVzx6Umh{Y$Skk|BzP31j=cdQF-Wy|{zu;%o3$Cn0otd{|or80}OYt|%t_v}C z)vqcNh-%_VMnR=T2S_6h2Hy!D4W0;|4xX){8hcG*O-fB#O-4-ypu9*g#IW;qC z<{%H6HS=p0@o|35(wY@Dt83Q5(#D!MIBZ1?8Hnf9?5Np|eO1jqwimTG>gByrZ)hK~ zA1d2v|8aWCRt_3{Jp4g@uS!a^Q!Fdxt)X7E6q8zvNo<(tJP}WK#9&h;u=5jv*3%G%b5MEY9+}isI=$+X~eTdSvzL>Je3&Lz3#TRjpM^kh8FAmm%3&Jr?PskSqaCSDmfi zSUtFEA(vlRy@Rdos2)*0xH_>qr8*6o+pBlO=Gf{v)%&XEq0Hv$e$}OX+*<9fuBfi6 zUWC#It5+C%k*_H5rM+j;*ndW!O!t8+qqtUmLB zeMIlLUpb+EnR@i$eF>e

ms*p;Do?h5C37`KqT)K^crgyeO!t^U8MAx!s4>E6shu z?!lhHUcp|-nGmB#T;t{OFIvaXc@sl(vVoNp9CTvP>CbYYu03%z^>aW21qW;zFgI2h zloDIcVNRso`3j79lG z%$+f}uhbX<2oBgeV9$X47lA_qj$D*}JC1*dy$`Z^F>UK=yE>NbSm#IB{eVvvFV+_} z&>QRvsVGSmqZq-8sTF%GR#l9znA+do-;UH&-jA>%x39ewdb&;e;RUC zP^nP7#0b&W+)=jHhU|o`z(!?VWqoBsWj$M%R51xw85JiKDw~m8Upb1p_IaY9d@7Fg zHZX;eSdkOh5DFDJ>Nte{)1zwXvj3YoB>=w<^bQ33X9RK)$5m{{9&sQTXl6<8inmzS z6RBLtf;egp^n#?BLl8mb^n@%Fkl$`C&=75l?I_)_js98va}e^`S}r7&flWBBWGlV; z_v>HU-`!t5SqgpfbP1f|?@fvRLjM&17GR3s%g0`YiVe(mis-z?$-^MN@ z(YM*R(0~dH{rT$Hzwa_U#q4_TOe4~JfD!bk`}2HdzEjw1zV7}!{}A61-%9U3?=jy_ z-_Af9Qm1_Dp|RdKC6M9M{Nw$Zerq601>Z_&9)sq3$U-67+I0VrKu*|}vI8p-8;J9~ z`%pF=w(z-_O_T9|4uPhgxm!FrMu@gH zuicib4QXWuRw6ds1EJdjNt0)=cNtIzn>mOJyT;Duh4n_PUCz47+Zc(iN>g18MqGJ`b+w7movBWJm#uu(WkFCc z(|eZ>(|hZS%g-QQj2Nl%9gvqrWQJrhhfzS8DIniYs?o`O3IxjF8fOL%U6Nvo!^Tnf6nf3}11-2Ec^nOK^*R;^^jM0yBgqZlY7 zp?eWm0zn+tA+84+j98&L>KLE3{!_c>2rYv1{NFfG6O4tH3rl%)_nS= zsPsw__jyCHz6J3%U?;E#*bf|n{0QRXz$v4QirW}MKX2r$!|Vy%=MoSoi9cjG%!!yYFc#~} z^p*M=jHh~i6ZE#|+ZcG3#LnBd2^X_vB?fM?6Z&T=)El%1(uE41V(1pf)Gt%;crj-LT-lzWfjR}q>KP5L zJO#*_6+EMmRv71*$e7}p&X}d=GUkThD)B5Zu-L#d1Dy7(gr35h5ZZmzv);2wA>zZH zEsXa3ZJsR(5g+#KWEg4B9@iL!c3<`Ecg^-3axL^6(JMX2qkI!^PxG8|&+wdTPkY)h z4{nP}W2}14!(YStUaNbCH@-dXP1d)0lU)bAsjj1pbOV{*Y(^et)IdAmwEMfa#7ztx z#|nNND-6Uj;5zHARdCzALlnHj^U zvvE8RSm<2>-Q}o%KI)$z8E@WIXgd&2uSI%oth9FnBMtpm=;z(caO-;%yl=Tn8QViZ z-Y$k4{tkHeLJmZDOz)-OJ>Y%EdsIK}J>fm=J?lN~Bk$?|ug!Q*TUtt^UDeT0#SJ;E|udrVq=Rf2>;y;e~l>dmYO0V~~>COK0`W^+9 z4p{Z(0DM8gR~1Os8v?22=K|>pflPe?BilfpZ)BjzHz81hSockcv@76OXm3{l+@cUp zV}8IG;-lDr}3{29?0#kKwpjG#JhXiJ$z4OrCg=nwB z5~P>oK8(I71XdxvR&S2@w|Slv<)6t4o#q>1J_bJnu6F_(7$kJLd%U1`a4-4DD2CFBf;tH~y~=(+-C(b?KS(#*huR;aTM||ztfAfsXA>?^A7`EOVY*BEx%LaX zPdlg`BzMx=NxR9D^t+^YseiIa7BnQeXL3&(n*2oa6Z|%T?(#44Bx=3Ml1b8Xn>>lx&z25$W_`3Z``;+2d>`&Q8iY4~3_GiV? zgnvueAeJSH#8G0EHd*_T?5S;xZq&;xIHg~10h-8vn153@QUoQ%Xdh(m!Tr8 z!irKt`6UNS4&#cXd_tc1E_v7ohqDhp!am5)`mvH0mTb%7$l5vo98rNpuj3GF09ND$ zJrVZ;dKW3CFBf2~U9jFLqvA~rQLx3x+r<4*ZR!Zs#!x%4 zE-%2kya4O+g8h(TU0#57xvC!!M$E^3c7=`$jzb4)^@6t8dL7d3WvBpa`a&z`-ArEk z|HOR{cvRK3@18Sf&I}|ZF;a{%MWhi!jFggd=A1e6H#3u&6ltUsDa8r`NddFtrG@6Y4Mzhgkv>8W*WVGHf!8l?ZC#=~x zO4N43_TDklIA%OY*iPf1(P|tbY|9-(xej3)j2*@S<1k@s$}Smukh{WIZ)`Uj30qRu zW$ZO}6SlxuPW9^vn_YI)SY>P{Y`QVus57<_wz=$}vB)65Mm47y^Nbq8)|TxsYK;VQ zHloHxRYIoR)y7(5gMQZ7q+ir86NUaV zHW^!~x4WrF2ZW@bDof}o{VZX}^e(+uKPQ~}HhrhjsPEGc>NF1hKv}V|PN%Wyd-Oxb zD!rAk?PYmJo!&&)CVjWDNZ(7?y4(Ay4(G1Y8}(iK7HUrziZO%wR&5mM3-u-cZR^BP z=flp2snw61{lcLvRemIfD9e?96vMKPWc|DNLiWY%55)~R_vPFtZp=B5^RJ>X_gwCK zVq~5(&nZTcuRp^7lS0;QiaUk4VA_%X)dJ&l$KIj zZl`+tdySpeQQBxH#y4l+>9mK^K1v5E9ir4q={Tj6c0PZ1*y*_aU2L~~ZR(~(E9f1U zD3RAHE&bbR9C@>Gg`cAgd9-n3M3uMJJBQMI??UeqZ=H9gceQt|cLV*siQraBJG{H; zv)6loKF@g%dtdS%^PV8;X>S)%P9T>*2fXLJJp_BbePye3p(}c}p05|^BlTjvR3EQ< z^?)ALtMqDpsy;)XrO(wD=!@vHR9|j?>h(1`|2DgbG?09b)GK|&zc40k#D5l1{ewDr9qHuPMS=1S(##@g<`esL*qd<-Q_(xv%EFCj6wUr$i|CbZ&=;a}?)NSRLv|Hauq_L%!GXA#G_1dKJ((-<7iZ-1-wb~qQzP3F?Fr zT5W^2N!yC`|3m3RlG!Ecl5n_8mnkG=iZVqw$&-9b$jUwBPh45Q$@+~@vOdZBM7W35 zkU#O{yg>eBDEvuQ?#sC^i|pLvwx!emegO((#-i%T;L&S7{AbwY@K)heyuDy`Ql zt=%fE$ttbMD#=$pMX8h0Sv#G#>0IvOU~;IJg>>t7E2$|VX|fR7Q2NfhLjSC!ji6NY zIm%JAu9Z+4hrg|UQPNbqZ`2o!MV7xx)MS_39dRow`xotZq|xs(aLZ>Om@* zPkhF!hfp_PZ7n~i9-)%Q)st!m;b+Qw)o%3ymARz$Ym(;Ca;L0hjiYFo7J+Agh0+pjfi zEn1s)RBP8xX`MFZtahGSxu{(xN&~?ff+?!i;FYyT?@(`^cZ9ddJK9^~9p_cOrnZ>q zD=0Uj?eZqPlhlLWDcgZwK{1H;9#v#v^JG@>FY33j7Z<8Z`QYIXZ4*Fbx|Zn(%4O7tk&yMW|MwM zEwymHRX;+~uqem%lj)-hVYTD00-AEgiFF)5tM~s~tw6G0IzF zj4{g8fHA=^yeloewa3*>b*qgK_t1z_R61D?Q0!V`%%=GD0dJSFSZg$v87oMWNhgg} zJo`q2-fgU>78_a9j4i;o8@ovNpmjzQkIUH4GssqBG_!tkq)k09&}JJ)wFj=)j?vCq zYMinpV07|48fSSF#(Co+kI1;pBQjD~M(2}hbhBB1d_#F=eR;q~V3xZff6TA1$TwQ8 zH}?BVyd!+$8272bO_q!=!jfSt^CeiHeUpqazA5FszUjVNuj!k^QuWP;4qSqMLMwa= zjj}Pjj7FBEZwX7)R|kBhZ?$i&Z-Z}>Z>w*IZ?|u+?*Ple_Z-W?cNkKdKvJsly~Mch z81NIA{bRnp=wTm9)#v$yv*SbjCL&$d^Ahq3xb7DRose26vg{`FV*`x}|3e+%>UZ};!= zH~IJboBb_%z~81<`H%YB{ipn${zV18hdxih#gc+fn^c<@lLHF$(1vpsm6IG+r51kVJ!gBOCAtQFQ;%YywO zDde%B|6(XduL=zh75ZDaSD{g%F`=^1gpd&mh2o)!p~<0Xp_nWF`NgQY)YDSQ15w2Bq@SA|mAn6PY2@YaQghV$5p!z02);nCre@VHPstcJ~S zgn6<)Fwby8%kiHIPYO>7Pxsec@u=3?6t0CXS!onE_>bC&DKGFrhq(fhBbxHg?s!h z;ofjxM1*@IN<^@B=~XrzP!B}1jhaY)q<}01b`%*IDGt;{N+aVVUK<7?(MVOKIx;mf zBQh&8H?W$^b4Ts9;uJ42@Q{|^S78&BO8sHKo`ep42l2d$hJUVWM^cL zIxDg-axl;r=!qQ4guy+L*2s~_@yN+YN8}7(H^*`W;gc;Gxe&P&=?|7xNP1O;ry{3f zctv5wsERQaWfc>`a)l9@TM?>=<2Piv8tk>Vtqv; z!7UYyY+n`ID|S^hRqVH6b45!Xb<#Rvt~}MIHgxbmREFEoUJ%tak1iZMJg(r z1<|3=JTp5wB3eZF=x7N=k33&P8Aiul!NWtNYSfHI2qpk0@hn8AM5kL(bhI`)CpzDf zb97;JNwhAyGP*jtHo76YDY})UT5r@ucSLtb_XfM82MAB|VfbA1aP+0k`SvW@WGg!~5W0^*}=`j~i`MW7VZ`Y*w zF5pd!^DZgAKi;gJkGI6z*e_WzJVzSwqpZ*IcHpNNj~xNtY3aE!CVo~8=p*CjwMLQ& ze(vF2A!VLY}O`1DLahPA%ITI;VwHO48% zN&bXa)>h7`oUciGapgj77w-Wpm+)>YKB}_rN({rh!pfDr|B4^=?yg*|R#&dA+(33@ z;hQSAR_-7#*Uz4fV}{DzS0Y&Ukd=GczA6teetQ-0=Xmxj4_CfadCY72hgY5;`H#dd z2CG2j>B=s%zw%sVPi1dqUt~c-Fw~CffrLW7t0$2i+!HKK_rSe~d)tVyg(Z1k_PBK-1miOq>^EcwJv?oVP*VqfB5 z;*h<=wf45wuJ-C3Ybw1S+ih7Qx0@Vg@1{96USMf5_ar&S_P2vQNtR`LNbHmwd5@f& zVEHum7)it0Ut4~OZMm|R*N$Y!f)>SUB^lSIMW-hxCMPGSSsKEt22pB~vy=0z(+TUu zAo)P~>EvSTbRxMdxq@^IXA#z}Ke;N|kX)Z^Ol~o1tTP8oZq})S6=x>5CwC>AGIx~r z35IoELA8?mlg-H%qb1pvJeq7zo=SE`=O@o5&nGXkJ|r&-N#x0k<;6nC%j9LkA+ML8 z6cXM=A$y{p>B8li;i(lxp8GuC7PoljdKQXe&k|3a__F6=&*Q@DS?Ad-VxB*HE{e%n zW3$GKsafx3y)SCApU-X;_YTV&Rv^AjZIs)0e8j~}Q7C4MM}#UKqt8^__i?w_Dt;lp zDR$83TVl6p5;MfJ;-I)!w2IfneWFwRhj>uDE6$6D#3eBxe(aDOrQ%V?8b^a@a%^atwpOfErTqj?0IUQec6}xVAd`VfO zG&^op4k^EPOjn*)o_EYp+LTuu_b9Ks6~}knL) zD<>;gs?W;Lx_b8>T}HwC|eXFg7SM+!b69Bro(Ax0e&g<6p|x@7;@y4&)#5^bEOYNi&^651p_ zzy0!tYtC=^^md%aHw`#3!@?8u#DwIT=$VK&g5=|#Q-PaI9k>Hf!d<0K+)paw#y76r;H$}8eV z!S9{!xbk~%^@x~F`i&Dc^$cty<19@pR6E%3u^pC_{;e~#zjJ=Ze&{0Ax$;?Te;Vvh z)8MDw{#@2lUKw^b^cr6kVQsc+MA>4raFO2RQ5s>V zBIr^;%hw9Dky^17L`B zBmBaVeR)_8{yVr-xM@@?D6J9>t%1JRQ)(2BVg169<8hV`>If&s)4IYqr?k$b^H_J% zdFgUomvPQd=dpgJai*trE%TdsGkzW`VG7B{S;GeN(kb1SbU9AUKaCSlZ=SY_Q(EuS ze}l$te%_SsPiDV9Z%WIE`(V?q>PI@??my@w?7s3hry_0tRVkzXRlF|aqw8ePX+CM$lBH+PX}T?Z+kIhAfN%B&c~|#g z@SEGA_6NW1z7LLtWx%KM*VY?xO}iPV_JjQ_xn?Y%)>nHxSIHwoUKC?q(Jht}kInw( z`N;fxP$x5W(H_SjPwNTvrp$TAcf)6l|5N&ORXy9j2I*X9t4+K1JEJb1eDAfMdS}k- z-}|Qc`E%u8Rqk4Oe~xd|Pyc3&)-#l^SD3bJ1v*L;(yHkb->^G{+s>E z7{{mTn{8{}6ZZ2V#_jJxziiu}x5wK%Sf)=GtSkJiDAQl3f1LoCt+=8a>0c{k>R;wB z7Y6-={4w6=JHy)-cN1We%g?(w2{s?Jp3HVDEzCr_$=Kly4tq?uD`l= zE^QeZqxhMXF(KV=maSnJp-fo~u0@TX;fIKZr&^Q-*UGd{PUlaypLf~Myo|-hvds0= zSYZtEx@v9WJ~kNZuU+40U%drUot*~x@Dnor&iJhw+WCxRv>T^5!I!0JoyOTg8@AU{ zeoAIsHd2{B%_sYy3%)$xh|gS?sVtwo@_2cSz7pTKG*6%EGc)Doi}(`0NxmukWXw0m zH{Z9=x5QWXX-~X-&t0{4q-`(bdvHy;)(?Ni_qF;p7z16q7LngiukW90ExKk+;<~=W zmcD*!xs3Ic%VpX!`~uk>&v*KpV-qX7|2yOR8@?9bqwQED{cYRL;CgrM-|6+w_CNf$ z@1?812V)~er=_j98#f;3C6U&5nnFZ#^K^tayWyZ&8`%A|mc7M!bvy|5femXj6_e>9%Q9Py2 zsBc!8)q`=wwY-ThKS@R1Sy${U(?6ws(O~S%eV%JBNavf2%%y4nZZ0?L2jyn>nV+s^ z#zSd2nj6i{SIsf&M|w@joTW74EM*(cQjX&+`J)b!m$qcbl@$3wSXr8 zr{WEZXHf?4uyynTmH~DGMo?xWU>_jfR4gq(?sia4+waR{N*!{ox8zP{IIx&uY8!H` zyXAI?T*4Qj=4|yU7k5W-u8CZ< z?#yN=uLph(Fa$UkC658(wh*TZI0f7mfm;u9ad(ewAQyLAIO}a`P#NcLP$ZPWJr>S( zhOQZ)Gyy6Y9d7d&0H1*!==lUdyzhCS%a(Z`X0T20eHnxgD1e(m*@e4=68v^sn%Opt zx(yO;!#uWO9=T*2xC!wn@JBI^k76Dl#oN^%g;qR@78xGLh;ZkLbH6P^9^EpG1#=|f z?aofzR4I=GT#noX@IqUjTnqQ9I9~#N7Vv)HlTdz+rJn;I2>ZrVXN|2DeVFSu=u#Wc z#lS^qavSEN4btFo4Y-E$DCCa?-~RI@9-XU!DNHBIyxl3 zIW?1Dsp8`IVGr>8{Ojc3vYrq8h42H6JIY+Y^b!@S8zz1kN&fSNS>R-pggALRXaVZ9+qtqo90*wjO~7#sQhz7T33UTrPeC z`0IR&hvRY7dR@7TWkOm^kaMMta*{OJ9N_=XDwBT>8`L0~A0ziCd}jc80*A9|;1S@@ zLRKv2PPA1hv%YnFasu*aJ?sWvCjT$YR27#|W};U=1LvPXhq?8K`6d#{&3wcKB@6U- zxC}UVyB=cSmHIPsAx|Zn$`5nJ7+SODdW+yQOmRFjFau?tAp9=pzfl?I0N)C+N%mn* zx%_*sxeQaiXp7%P-YwsUyBpY!-gU7?jdsm~KgnYVZQL|4l(<#Pm`%pT(o`!rJPLR- z_f~!w`VfXbgn<_eo zTLW?<$aNw23y|=B%say^$lcD6Y@r=+A?Txle}UIc_e_kGXZ&&INpLJv7?QRyhZni7 zc-`$G*rXgG${gs@?}7gV>h_?|rLM=>)>8im@Q=I_rQQX7EiCbC(29@QucrP4cnfB* zfwk)s*1&nL$*fCgs~Zxypv(gVj$U1GJ&&<->t$@?j(H5p$__whDtJ|8o+Rhj*|%ff zx4W+A)f09!O!+=|Qa>H9xZ}WC$KFo8#wF3KI@cuj5`cBC9{~RW=JW=RCOUyCG_5jle zAIkddNDREmkoAY)d1%pXfKM<~#$wd(gTl{!@_Ah#9b-Rsg8dlT!qd>VHzCRIq2ySU z>4AhJ&?V^h0RI=yd(LMF{w77BhUV@Q*!V4&@jpQhJipEq z--NIfzItEkhnW2W%-1N$=V{1?;ax7CqtOcMQY~u{Y4t?(u+H@)`tu~T>(7|e7ciok z7!kwk<=?@F>+mfhcoo*kN^p43T?P%Aj(MC3z4|3IUq__9b|ih3A@v`SS3~0YE8x7+Ewc6hFh}XImrbrp^ydRe_%3K#2UBDxa(4h{ z9rm(6cU-T4t~?BndNVu*ukW4krJV!ZXFpc1-qbg-LM>)ZOYwirbjgq>ud`AW{M(Nx zHm6#tf1%s~^lcsAh9EuY;@gd856tJt%|)??yqSHe)WhQSsD&3v%1s9<@(d2gtX$3?O=JQ)&r*#C;Zh?iGOJQDzVD>Co7JCj5N`wIWqc@X3oANas!McsLzaP*#QL#7;c;^s~+Ph~ig3D^{B zci=GX*c=1zBBH+0+DXZLGf%F4r#J1p2QFDHGKFx9j@X{t9XM}uW=qMnaOO|t!AR?Txdckjz`M|7rW^&O z8D-XhvKf>$pv(qk8Yr`w;u^`gYopEQ1FSEnQF19P?gPXOr_th4*e~;GWr}M8YPEv0 z7n}=0*~=8?T&5@~ra0$!S?#7sVsakve2l#vxXI&^yHI`v>NWt+2ENk5 z!Ka-m?rKolF|G%|VGDY77(G8h`&Vjf5EU-$VKLwzafii|E6f<)z4{Ft; zmItHDX3nmq;Os#wQy6#F18zf4_F#0)(CzoZxekLwh$a7@b9xm z4gUSM1bAjmrpN|bH@Sz7PL$b=GA$@`nIlqpG2dfJv$>G<&8_hX1Jhl*EIRNI_zT(LFwgOlHoJ#?XicQ$!$AN1zYF^<8SQ9P@RV zM=FoS7+ZN<&JOVD1fLGB<$4iv&ISjQ`y>B^`yjuIT5BMUY)GS)xjADt?qUA6^oZ`d z(UuG}23HkV3v^vW_;Cm${ACFoV z@@19@kB-)5u6sY)ErrgMV=iiWWt2WrZr}(CGj)KWs{*Zbg7Y!1>v#h#K86-sLD_@c z%ZN!%FqD3Zo*xB$4d}h#`65$j55lzy5F5;7{_;DJZ3I?1-Lg%zBB5kA_$&d>d(d;Y zHD2USwX_2GKU*cC)e{*~oWT8`2$_Efp4lkb%PY9F1v4_6A&rseaWzZN^=pRYd02~7 z#G`Lx%UUw#ctRi_Tj1qWo{f(!@dfJuKxIc(#DDhI5_kEFI=ugM26N3SDob zSNZNSSRJ_M@1XTM7u&)+;4EB!gg&!HOhqfTkYoX1H?*r3V=RMLe~{0nq*mCh2T;hR z(1B9+#X9#goJ^?j5X4_VcrZx3>>T;tHU2hpD*7oSe}RO~=A)Pv4y%8MXNowpN9|&- z;#}sO!#L*sK`t*jxGh;?eU=>X20uXgyP@X~q4k+){UMAih*t8sj5CNb!`bV)Ixybh zkVZ3WtmAI*-(_*b3SP&jG~}g6bFUaWiny+$2jz<}FBjN4oOj9}F%Er*qs3RzVjO*V z$g&F_kt}$(?))u}LOI6#oxjEC4s)(62rqgVl&2u)bCCQ~;QTxJ5SNRLNn_<}O0S_&i!nz}GE8AI>wyeE_x2FvT4~t#`PL z@+;1D4Fm4uT=^CF+i$Q3P>#bMzhSMpY_qN`tkgHbnr?#L{un;N1Ml}TEGrHxi$kg{ zfH~|RJga$UG!${BXSF@v;TSL3yX!pTG*aN0*`b)tAawgjSlL&C+a|0&2hi3jv^5=` z>f4|%0zHCSkHESksI>vMGZwb9!O|s^IR~qG3Y7T@?_M8s&1c;50GQba;ZIrtTcBNQ z;P+a=Gs--r8{j?8IQg9L2Gl*{Yyt;FGR%jpn6=BnCFL){&+Gw*>(Hw`u)C*0c@>nW zL3sg`2q-UrayM3iT~0nj?m_O|IPbD{9Am7Nf^(%Y(1#}&m+wURBG_pUPM&41>p0E! zY=)P320bZqO~m?mKgPw9e8!S3a^Hsh zAA$_uw$=h@!hC4LJB+)&0$lJ7@1z4x#Pi&%573j3*>^cwxn1WIXcv1oXOwYgl>Hmc zU>`J)d-x9O)?q|ebWw)Y#LG}BLm!Hv16Al}G2~#djnlmIxxp#$IRHKj!RLS#VdC88 z4}9Ca@?D;H`48|y3MehGO@-?!K|A*zwki1&!v7I^G8X-LlI7{#18sj2nzPO2rZQ*c z+Zo3Sb-(L4@sW6R^8F}tJGUY~3O=_(yGDbu43yE}oCB{u5B?vKhT}Xa#W?YX-=LVG z3UMayeI~&>?Sv=UiAZ1xpJ`Am!A};N5#9X^dp*m#v5#;ZLCI#6@c^Cz2gpr&5BPhK zVK*pifWL?+dOqs5qgTi5SaBQdj=3$c z_e6Z}cP~ygZ^BsW@HAv1(`hBOb^%;#5#U5y4lJd&usgem73w<}OE!AgXtm3@>sjzj z@v{utJ6n5I!sVoeL!-7>D~RRWZHWG(tulq5a82f(D3usR5mve+pE^pjWVYxfGM|Uf zf;T9GM=i6g331Vj44qH?U-G^^zN+HdfA-@%b3#HALxLv{V~Tk8J}(Fq&|*pvX$%-6 zQbeQ(h=7O~B2`K$a#M_mT#EcKT1=7hp%gK4DN;(g6w{beE~Q*VL`o?FMT$s~B62B) z-&)_9b8^lR5beG9pZnRL^_VqlX4b5E?Ad3ZnGJb=tT$SDy{%ytq<UPzK?pn z4oNRaUPs&E*9pf$zCRjy7#E%J{QIvM7oBAL^4lf-+(rIA&q@9@l2)E9Imy4i()v6H zccKt}w_*7-)}*!=f%+2GOE6|%!~G6pO?v^qRII}93AdX+6Z~FvB=d+pgxTXw%!d_D zwi&;Tm=*A97Up>k^G`R-MPnroFO7uFKK!Ei0eWd0@E+hM;8v7=KW4=m%+Grve;zaZ zVa)K)qpUYD9^ZgfXBcKE+$$cci|f9CsQ1wK-pJ zrTmNVgj!B0su91g-Q#wdO&G5Ebzjj@IBPmJZbpZc;CplFMy}3JH#(;^F6do&Cear2{Gf546dM2Mq*eP1 z_MB^2Bx%L=K4E{%iU;izSChZ-hm00G}2z;0|S+33Jy3>?# z0`k3l$Kf{}hL7KX=x%Kr&(b>HvVj-c&rp{?A{FOww|RPa+VH?G3{XchBD0rN%y^Dgi%$v+GJS?GW_ zz?*pAWa7Pv-W&P!X5Iz&0$jk#jk6E=O)#klPl>AARV~J?Os&oqFih!@_a!_BhlR zatGv&?%=y4|CPvpCFG|eKaG5DK|Z%YrwTe%C~F?dng@Oq_)*Mz(IQ^7zGn!_Jwupx zqh;M_S(hL7_>pG~@~nZ*5$GI|y#-#alDR?u1&NXByGZq2@K1t&5|+R-20UZ#hI}{p zF!(TPXQFl{^hZE{1a#IxXC36vK>iH)rQnys+c&`5H$eZ#(El-X&O_%s^7kTtFZll8 z`$PX>=syho_o4qj`0s)L9(2Y+XDsB+kYl}Jd<6a@@SlMH1U$y3fw5^0MB0InPl0?2 zS`fY3iC*nQo=)WHd<*a0Pl2BfemZ!JaT8CnBwuV^4tx?uEYm!xCJ#Njk>a4le0&B6g#9BtM(rU8S zSsSe_Rx8EVSlg{#)?Vv?b;LSuowCka7i`^j+a2s2yR%(vcd>1|o88OqYxlP+>?(Vx zJ;EMsk0&`_6?O&X$k#@`IAnJLFi${sY3_T3F49tV^G+9K;(OxzqNix0t2cJ`_7VRn zc8QzBZo0mv{f_P{ea)TbTcVuz=~GHg3=<<0>RTsD66#h*w2ruCR6~|rl_Q=qZlmiAWQEQ)gnjSO}6KXTDm%mX>?sHX42&sv*;=i+vzH# zy1ylgv<_MaaUIS|o|#ZruhGr&TA5a^<+n<#u2#q@v-;3gZVj+1DW;la!>p0kSZgBj zQ>aF?KB9gvnEwxrynSo|&HRZC_+CX@-)naY4c3OL^{gmR6b<8?xow3eS zO0O-b6wbApa)@8Hlk&k8Xbv>nK06D!#I7l^%g(c^?Lup_UCMb;9+h^0a-Kna37`bF z^Htq`k!=HPAKAKx>^^V#?FgkfV|BHAQf*gQee9d4xeXUTif3PB0 zg`Q3QG&nRkf^ynsRR>20#|I}{Ex}s&up~G=IEy_QoD-ZETo}};L~6reL$EQpJh&>j zCb&MhDcBs`8r%`w9o!c@7(5z05j-6{7i^2QB$r@s44DieZz$7REmLq@C^zI+{YQE< z<~_7HLA*^>zlwQ*`c|kU)RlWjC=@EAK72CN2Yq!{s2nNSHxsRrbbWPD9MAK1kOT|C zA-Dwy{=wbd-7Uf0;jkkixVs;6*umj0hb6eXySux;e1HGH+r3pYv(u|JRXaW1&olnP z&cB#lla$CZ8a=uWKe#u9c9N@y1zjoM?vr;nX@*ksG*X7dRY`ZfBtfw8XJ+(rrw>xBg**i#g&>8728D)NhROu@xhQ(6H_<+Od094%X5(fP8)F)i z7>k=l`x+E+iL?%{5*rgbqE_bf1xWw!GV@Ys;%XIYWo)IH$BemaJr6jKKfgGqpKfOy z5d+WfqvS+K=bZWWu`YzZ?mo|2wd_QVSWd|&y9_^|j$ z`3P(xGm;p14hy|)O*uI-h;OFSzS=QIr>Fw;`?dLqa~icJVbT&4?1Mi$X0T6iMk7*W zkR%!9gemk%N%2YLCaWjHC+H_^CJ6rmH$>e%>xB75TE5HIy1Co9OSyZvJGe`@bL@&# z9>Zo2trgsf{lq0urRU^ZGWPXl=6X9*L>Y~i4i=^6j9b2pdjwT%xo4q* z@?72T8dvg*KZiDHElc~q6g6ed;ssiJtm6XW?EqzX@$QZ_z z8-6xzC{u}>p*=6f9t0(us+31`=oQuE3>bN(HjZZRC3Re0EQbqCiRxN^?Y;XG}Ea2HViOzE6U*uIF26?I?W5p%HV zF(@he#^f^px5Cak)&7=s?dsp5pK-WX>QJdL;ie;pGu88a?R_o3Lp!_WdeLoQ{713J ziuO8Mmz>s!kw>hL^~F3HF=5xPlu_*axUf}m`_E*oYdMxB2D-1Js)W`##eYSy?!$lbVq_pMr;2igQe{HYqRQeJWp1$;EoR_X*|VN#9;M zrpJlaTCFPjhZV(vzwL>fY^Il!De)bWu-mWNFC`6OVoW(^5!v5(C7gxN7ko9~=f&Z7 zYtn|(*L6Ht>w$=R12+v<1#O-`#j`X5+)vc?Oe*q8W&1f2j#*)Je@75skUwF6ru{1Z zALs|}U*11*h+HTR*f1-T2>*EB-kDLCE0(F8_I;rPdC#&Acn8gsEcv(eW^V4(ZVrCNi7#I3wRQ%lr5q@S$h+7~6uM=Tqw?RaVxSy% zJ2U~eY_0#rwF<{Xcg*ukE|{?<-l6zfZq zW|JU|f9KvFxRb$}NjKZIoIw|7Z;oz&r{{qyM=sf24b8n%Z}y*1_X{(4gUJqQwB~k` z>B#+#^A3kqZYwYHOld7M&(6our=p2Xh*d}h z@wM-AN5jRZz5{&_#K`{4_@eac@f!Wgj9C79@@n+jh6sB`dY0k8e6>_^qVQdQRJqBS zM0|q2GRPTEnc%dvYnw2Be(`wm_<30FQ|f#Uq6OJ>C@xVM7SwBrP$@D*uGxkUi-YMt zgx2H!XpaBDRC@WI%J2w#C}oE{g+9vM%RD_j^*zx&*}Y7?)IPgCUnTj~bm;7=zKQ=r zaJPLyXY<|_{KeW&go6L*_Pz1T>&~lIZvKm%X2sCUkp-WmmD(_E0@r=!ivhh+@-L)| zDf*n1S716{0awQ0$OZW|`AyEc^X|A^`igl~9#o6}~GuH*K*w_+KftTe5F|m$5$jGuZiwAu~4%`5cK$`M)~UOnb0O9%rzU4+LplPwm`FXv(Rzpl z%(8myWOdYmD!Vzo_X;ijNxKT&V1~vIj1TGuvuvgp|V#bdO(&AMcX3sD=thZFe*4bpPpC_O?5hviOcSH{gj^8;|-A3LFa)OwUWZbFeyZiF!?;U(eg zU}e-(A^$I3*YEZI=6$jeYa#At3+yHm{@$;Wcsx6xqkZ>`$IvPm5Nn)X^)LH%a{E&Y05ZNCHq#t%+-DNFo zYR8q~q8h1qU^I_b_YpIA{rxzCs*V8K={C%@J0 zXP-f*66l)w^mpy0-e(8R{H*Ptmxv>QWG^z0u|dwlyMBt+*&EqUL8lK5d;S~OQ8$X1 zWMkCX^i*9MTj>n^K4e#lI17ZohIoT3Kf@|5KUo+^(d?=T=Rl3^dIbc_azRg9xisgg zf4c9X$18l64NEg=Du`^fxVDG-wD9isI5k2+rD3T zga3r|&~ab^&J4I2)H{MY&tQW_GY$@S9EKgK=ToOP7dQCjFCbF_Ryjih z(Qtcx>&wZ&KX3FShDtgPoDl$bb&9_mE8@WX7Qglc*bPh1oNL;>>iozO?-Cz^kKe`ScULsRw(4k6G-g=E+9r<{l%5iCWoQA5_z|vbdP+zU6{`Fb#xQD1Gxs{h>cA ztK4O^nqV}RU?eh4a9P0!#A-KAOtEIRJ(6;mQZ>l2`aHu;T7U9;(J~)nJGWsj*SJ}; zlHQc>a3=LPnG*}zB8_=_loDYk|E$L`0m2t7MJj)6xkq~A-n-#>_jFG}947*t6rUd@ z1Sv(p63%7gqv|43`BHuGU5lVO**mKnyt#$)km2-C-`%KTsqPU9-Hhfx)?5>WOgp?} zscE6Xd&U`|Tp6J<@zG{NW;WbpGPTucwJt=KTkd0=8POd75nH|D&~r`bCFQo?LqfSR za|^Es6|FHL*(g0EJQM+x%yJz3`Oaz)LpAo#!U5zoaN@7svbFSjX4FRSQRfJ3L z92F1F_K-F;RaJpU!r9M1UP0rthfOLwz# z-VWXDW_vPQk>q*a-z&{mODfaJRzjKS^EY#OqhgjQ$`JMi+Yy_gskr!tn6Y{GUti?d zj%^%7X66EFE22J3uFm_@)(ASJTN3s1+UWaYRSSa-Jx~QE`=~<~PUt?`sU6ps_O3Q$ zA1eM#A=iPtxYF~E&3#3FNOYxRFcnF*dik(5Y<)sDUD*1f__LXH^cm;6QR0u0^W*;Q zl-00=!&EbVC&AaF=uUwNs@P4F-L^#)PEX!@dsYX&cdC~7!w*b#OJl4>t`DD+x@`Bz z_NH)X$dde}p@!SPYa5~u{s1aB?Cpg9wD}DMxcDG1^upAU0x>=~ZQ)#RAI!7}66)Os zROWwN6EiTu7{I`SVHCb$B~UQAZ{=Jstp{}U`-ka*v`)N;vi&dxY#O`F0@YwSSKdvZ zZa)racnur(Taga};ctYZTFeL{`~~DqP@g4s-ri(5@J81?E5+y`zjMTzov6!ms_n?O zeSd6t*F71I<~Sw^&JMvDxN-mC?K;AD&btHp zMfh!`t?F4$miEINsacd|ekizaOQ0?~w93w>b=fEuWYF1xq_jXjemC3@X*GdL0z>9&jjY)g zenyYjTb>oS!Y}J7k>d=t@7lNYOI=opA)6=sx+Qyt>}x110ROO#>pS%agIt_`OngsZ zJ@h<$)sk}YJz=bX1M1;rf13D$Q`q(Ch5H^3a&_eISAI@Yhr2lE4A(W*i@y(ur?V21 zX_z>QW0E@7fU498HBxzUah?TN-olR|o+6FV?k5ds$o}p?c&S(?_&}cM#&uYO0Q@Q> zFYpd;Ysv(zGI0Ggx8n83N>C_*@Dm-ySJo}zuWkLl**d@9P(}m2@Z2U;0({RGjySKb z?CDiz(wWa1z8}%;2i){8Fy8y6EB5wsjT1)U%wuenl}_x6gC3eNpD3&8QmW0qn_c~P zuG#y@&?^mRmfAfg4sTDDyqZ~!Gyjvif#i~T{oQMhw;#x}7P3v#?f-c|sUM8wHNQR# zxAx%`Y1|J7n>2wqz60&@j-n*gVJnWqO9rrCiTI0%zfn{@So7+)4BKs9Og3fIN^$%U z#t4yYjOZo&x3!P{*fu`{n~8a&)D`<>L~Fi0b95^FJVB3p`xI45PiRa(Q%ranL9qKQMS1N@lv;~fx3XBzL2-91 z{HpA&;W{wHq3r?ptRXeM!z=R$*6&98-)yg+CFcd}hdH=6weGRv9S&Ss2>Jci`Wk#Y znHRh?2&o!9ZWy71Sn$$Cm}PTsV>3wauQ4_+mvojd<2{MrCPCQkl!wy#^8G_qI9-cz zk6y(kBkASvESikVKiOlZ#hbhrMFV;(yXwb6y>JaJhHRC<6Q;9PU4uo3tKdiB&}a6D z=S9>W_SO7d>E6pB#!E(~O9e_@t`euhA3&Op5UP$9st#(Zj$*N~uTd95*bjyH4?wJk zm#E0gW`sM9hZj63%7zL7{m5rqB{JWMQW+N8?7x_S8f_`r2iyUGn)9%qqr@PjIQidi#;wfOAus#(iO zf`r>qsmHoztp1AoAxHz|J_^U1WPq`H1lv*b+am+d^6UO0ToUs+^qhY?y>ZZ$@Q=XL zA>R5XJ8FzeJ@;hvG_e^ z*~RJK^vTP-*C}1xpAquyIQI&k?C9*8|FI6knN+gi3n6K(YA`|1h?YBa729DM|0R1| zP(3VCR#1}QTWn@-3QrhB5txW6W;jO}{==G(@RQICi_eQqqi8ASP2Ks!8E9PV25eFXb!0OL>)KQIpg%Wk{H>*9awT-xfO5Nro-smqQ5&dzJ3I z1k{O@cFAH9TaCg#o@UTSaFsa(ZI$sFdDCyx=h9i#JhC!!sXNQGxJf4}f4Qi5UR~{* zI4AZ~ctD=MpF$KShI)EzLw_Q3P?kSkCjR6KMslIpHfmIKmrav=TPqc_F=Nq6|+_CVm^^! z2og5odp!n~#455|!HvOXBeh~S1t`MS>=BL8Td}+t&$Hzc$$jSq;r&SNanJSE(GtlB zIR?N8umFJ%dmjLwSp4q;s&Pn+emkr?cDDU~Qs?H1dF{mO)asN7kP#H`W+U>Vaz;OQ zUtiGpI`+}{L+e*Bl=B)Q=x;L`XPk5X_2^E6-v$t2LCXj;f%gXq?Cc8|Q_La?=U@CP zp!9>)nbz5nIeGIMAr*e9)1veFo8$O?i}roT2gn3(hamTX>r~pUKZ`uj+mKAHjHGnmFmmiy^rn$-yh*Yw3ijXJzAWW@0;D5 zbXoO#$n+DlW)@rNI zCt|LqVRxWhWLc*)rCa`y*GGxUP44`r#%LMFudl_5t;yLAW6IRD% zm!4OOw~}jJnkRs_Qn~LUHKvf^z>ra54bG#K@}*xinXr|TVdR&a=)=p(-#3*?Wq=+J zrFhKQj1DIxkXVQ*hmLhGm+g0&zwJyH2JO*?R-)5{Msm}JDj?AXm9)w4(KN2<#L)Bs z*b=v3xR7og>ea|QeYlLXr*V+67-Q*%xOd4Ayi}^JPvGStI$i{HcK=Z49sZWbGnq42 zpXR^+W@J((tIV@-%rpsSe{U}uBqsV+&ctCGgRq5jNE(o6L%Y1`HwfuBj0QFwOR@i% zn=~fVUog{ew9#+i3~ZcIdAoa#$)P-HT!%t}G@d7bp7Ojsl8vn|XGu=go z3cc$i%Pj63B2KlhbMxqOjYJs(0_tMOrN;sq?AY|M=djNt4u;V48>?}#4DB*Ndo31RrREqG%l28MW}ekOr6wzOCd5u7$j2w>Ebn@s={>L!(M-R=HQ?qS+-kKw0j**c68KVN zRTqC9#jU4^!_h;+X2OIYZ5nKy2RpEA$vMpxID~6~WGBsPPcyd2s(BC;tCs6cz|-Td83@bs#S?<=ADCC_ zWXs)7QY_f=)%iE`ck~-h+w=89tgWOFBB1Hc8IMxK zRIg?#8k4L%8OK`71#4xzcS#wn>g_5o$6$l3Pe~@P#m_Y+-rFjJ)JRD(uVsR+s@~f| zUfXe({Xci&sRyZlsgdzP1uumKT@}5zD+j6jl4XQd$@sv6mm7Ot+v<1ulCdC7vWLve ze)^sG*d!Tc#@J_4GQNDl%j!cmt7I!-wQN3!;FZZf+g|doSMal&*u##-PAd0KeB>mx zBc;&hY=O*j%XQe&kJu)q1FS{~pYD?+G8fo;tK)lh56!FKrR2DYmwD8#W!J;EP-fZY z-7e=kOu)#edqvErJL@l*iR>V@HyFhu_awP?&E)bQ)l@nzZU zU}Cow3o+Ofaz9 znZ;*vhM#Un&dyOuWpJwGf|U<~eN`arslTPQ_1Y~+-%a3K&&8(lw*!NdW|w{z)&EpC zA<2r`sFl1%n10O1@L5qiF^NuO?z76ETfsVAbAX)pWpnfMwOUG&6(NhiD?`+f%{4FM zMb6vXX5-MbiQm5?(3T(S6L;Mg3{S7mE&7W?ozH@W9`|p@S%5U$p2gdo!;Hg~g@X#R zKVf0WVY1j*@7qr)Nl8t~Z+pWDSeRIF@AZKyWGcQ;nmr1>JtlanKNJiyY}EcLD;xp> zCjh}U6yvjpSFZ!R9Qs2ZqbYDU%v9%2)QkULs*7P!Y=JK43Y*FM& zp@r_2wYywKjPUN7u-k&?%CJO|>GTZJYZEjh^277n+7RQd(PVLC)mg(;`l?fPP|Q#% zdnMDi$brq80w(6CAvo9Eced0aO+Lez6tkTt*8~uQ)nK!0yW#h#9qeZDig@B}%Vwj~ zl&77a-iFyJRy!ZP!>3wkJ5uI$8liCj4WWu`RlJ$RL;9OKA8Db|Y#r7T9ZjJbSuTxo zO@SFT4=thTqeG<`mA1lF?XzOQjIV7mQIT}9nr##jq_-615a9-#k!M-VXB(hjmQtE* z8?6uFE-AN#ES7$Ob{!V;gGY<64)Y$xjWp(F&~Fl3Y!XSUa2)!+Ea{ybdnya0X7#oA zwa>MWvDg#TpEZ(Kk=MNwQZ$g)lh@`{F)pesq94@H2%@=B)JUo;eq6p@gNyje>A2_PNo4w0wYPZo)8+a!Z5djsC?nT8Yus$ZIAS@M>4Oqzxj#ktSw{&IH%mD@U+vi{T^;D47+mrk0Jc^SA#mxVJ`pp7Buoud`Al~la;O7rpXG;eJmE%RJ+jv z((B#myd21JiK6Gq+vXCL2+`2uQjadMnz81} zfR6?N=`Xgqx5Yx!s-&t&#qs2lEO!Ipj`Ph&mpmGdAr7%8u3m3WBel2WTtXj z`K7`if@`ptu(*Wc3GY!Q;Tguin0=x~ClHwx%)hj7Y(L%8zS5r6vIv+5sPa6qJhAx9 zj5_T>PCemZA8xA97C)9ijQUw5D;K1WsiucmED7@GPBuMV4jodf6vl}?cu$z<2-g#JiWgF>ku(WH0wGzqUd3Huww(!X3X0=^`apfw zc~?PKh`@Eh13|e&5F`t7AhD;nrT0^fQu27ZS4*71ZTc-MLBsoBq z${ZO7b*}moOpxfQ5KDm*kSC|i-2~9O;E4@qu{}(icAsh8dE3;|8T>HmwA%< zMpk|<|HfLsY|5R8c>?D~QXfipG*G9gGNWPBoLvE#LKV^&D@cBaqE#xr_7lp{K61}e zw!3C;i<&(=@ewGWg55akSKb}H)QOSLhT7x{SHw=y0`+r>Vq0xiITw#dE-feUow9ji z8+;;LrRqiu4w(y2R^^>&PR?h2>}(*76HBtNR_0aw#gmhB&v7!R)W*nLAKzA?I#v*- za_-Ady5sSHsxNl@Uq^{XW-4rsY%Eq`kq%yO+1{2n`)co`+g$~wr}WZqJQIz$YuVqjR) z7%L%|8G^>x=4KS*L!)gg`Ac<-bnlt$FArm55k`ythP$=I3nRzcU@hfNId>A_ zkz-|Ly2ivg`u8Xkwv!nqEu zy1J%n)2y6^T?+$c$)_OKbgPO^6^-Kto8{-TUc{{k*Ac`a$ zc$%PKZ1KDx%YNJ<^H2NT_-vF`S9-aA~dv4u*m+^>Q!uz?TcT zmkZ#_MzI|?(H*DI!M&itHMr!lkI5Z4kJ-eJ{sh-T7}qb3)&OH`fUq^d-}+8y{1krt z)EB(+5xjCI219#S30R~kEK(d6DF!^{1o@n(t;x#T!GaUHYnBI=R4lFwi3x z=m7@am2%yc!0sct?jzv$fIN3*uzPu~dpX$MA=ljj?0%B# zPOsW>tJ?BKwIxQiMOn3RRJD;swXs6A(Q&+92W+tdwh+p-5CWT2igoyibr^^G--P(L z!Mz+Jy!hZe&JaA#U_8!{Ki=S9+kLn`a@d~}-JcT}uM``v1b|Hf!6xsRJ0YSSA>!rg zV2!R^jV`bfb*>V%US`CUb-D_E3PykEHsDg|9V9#vXFJq214NTLnCx1<+)q}kbQ+Je zjpZ%w&onkLwr#P6P^Pq2&5ifd0a|3N%BAI?Wx}OBqGgwy$6w+Ig&dX_LDOw3^ovuR zS&RxJif<07>y=K_pSH1H1&fqRRHh+^ZXQy=!q=j99g)&C`=5*g*09SOsO4I3ggazq zl%?F(wHUlI?N}m=&b+tl`Ul5VkS@~=<_2+Vbc=QCxXQh%x+=bE(wOib^zQW@^`7uv zDB0q4&fsMR-L_PcDb zQ_59S0;`SWs*Qlvm~+*b!D{8XYUN-xhg>xWu-Zwk8vS_j?RfE*@#2{AV&(DT(eYxI z@#2c{V#o2~cdXA9u$oY=nh;p6QY_y`EZ;a(`X)rW4KDf+A=(FrXoi4j27_pZoahFh z)Aj@Bp@a3bsP(kKc(K@cF#xO<2v$22%MTIF4-wB-2dj1Es&#?YsB_h*!D>Y}Igts9 zIl2XV!%w5IpKHvOJ|bqMAEsnNzTn+TP9@S#B;x<*XzI-N(lRbYT%MAIMX&TmxkOwR z(2IEFpSZ^3=pN7a6zQjEb zxyC&wJ3xiPm~NU@5>IeESsU<9R_$}9OZzudu8A7*U%&N`$8D;}UJw*`;n257;+jZA zR8sfw#BJIZG~v^uqRs<{8?k&i@DGX6ZX$yp`^24k#1TxvjU3{mjn(4-Ldvs9-F;MX ze8xpS?`+wZBFFe1c?TDw!G;0L9_2hq?Zp(oMr~ia{_tBqn!H#}J8RapSg@s&Hy6h+ zKswE8?|BVd-vJvqr&oPo6h~QAM^X$EGI=fv$0x-7bqM)zr zfaF9|6bSQxyzA-Ta3;e-Ugc<+MW-hVB%XN^z*IX}X81>tIj1n!M>d(Ne6YChyS<2o zh{D3j;jMx@#AwJr_;SJH*vDPP+VguBYKT9|i!w%2{qm>ls#jU3{JtAKU`j$8aP_Cp zq`;0*k<~vcreaTC9bSSNlt$FXycXVGL=rdlB?iqb+sljTSTdma^}L(RmCH6sb`RDs zWM6#X3-(54)t>W6<)-{g<7j`rzTX#1&UTzPk3DCn!!ht*PEeOw{!3fD6MolVVy^_F zD%Y2}+(i;wMP@z_w$PR>Z*6_mo{N9s&do3f#>vM81Yc^;*WF(xe_4Xt&P`gW7F?Kz z?Q`IsdD6Np4XZJf{t@3&f!$-cRGP{ojWdrY{M3?-*E{q{xaaC@ISXZrdHQZ+jSKf) zyGo~7Q+~bvYBF8mMJiAwI2@QOqBE)g+hmGkW4rujsgb(xC2k&@HhX1)-a1stSE0T8 z){=P>=TZ;d`YhAQ5}AEMUO6+~#8`vrsSmO=j4&Q}Tjj#`TCDhBA*h5Elf88HmE*sw zmY_W;J(t(Apb@{VU~7BjR*(N`q&D>wBs9b|!o{Z~rkamoQ4>+a6UdQwC>i_#ceQtI zcY$~LcZqkAcctD}n1>&NT-P@Bao#@7W!NTc5{0Fskr8Gchm_j)>SRnI@He(A>`efU zTKRKEE6*lAUbnU6wyO|K276!`X%bA`9c@0s8HtM&D;$Qp)4x=)l#@?bT<5ox`75SQ z#U5Qgq8N$kOb-bDlCA>L9fT$B*1u z5^EJ_<9sV7E19RvcK{`Q>kX-C#OkH*HQkflE0)XCAU+Y`*G8DY6`CE!%xl;X|^Q1z58&`o++ z)Y7%Qaf%Em5Ey(J&pK9ifi%0VNS&$!>I6o!)|FieTFjQumNAwOP9*^$0y9}Vqn>+B z94il}@PKUCywPS6%xneiH1^aBke<2g=yKPb(^9%TbBYQmgpC@V`ENUVVl>Mv=by6O z1wB>!_6i+kyRo*UF0-!Ko!*^docaTrVZBC2j?O$Snaky;o`6hP*UG`ED*)!Z+;$3g zm+Lz(beiq1(hONqS-v{8xI?>(@SS-Xd|7;%eHnOJczt1&3VOHQFdA0S+u} zT_ZT{9MCEj1(j!Bm)w0If&dmU2>xzaCei8{3v9CEQ|KzYLSH zI9iukTf?AQyR6XDv`trq-ZXz+_M}H;osnXrT8m!97jmJr70lLQ@#_VB z)%NADNpxfHgKc+*M}nS#GA;pz%ivE&;)PiUZ8iCt5M7Dyv$@!q+2Iyk4cR+*Mv^76ML=6`K(^Ppo&ZF z?23z9#Fu`9kB`BP5$=hN<}FekwP*5_3wFt>$Mq;w0onL+eymXEqw$|>Tu#vPK`E0o zAWv!kV0)&Kxz*YTrEAsME-v2!z%AVH7}hN1c)KDF6J8HxR}BvBvxz zwdM>TJ9r)t8Af#sI}5*?2lR!z9K*JHylz)eOyQqSkv0)-S1@`)k6{|!xVI}drbJJt zpVb)dshCR~ z@UDt?xZPKi#9~c|Qn~6Z8yhkY5Wy#}JEealV77EWnUGt~Mq~sp;jFdzmrAK== zXpd4x5*-D0uNMN2X7A%@+F_R)V9><8qU~tcI6~eLXoWw*k=5vCv>CInQT9x_+BovY zNZMGw#Kp})SesezeMGq^31ac(nmc{@?AAOogL79sjoRj@!A)cN))A>Oe`(;|<+VY5Z#DMaweIb|toz#CBV&b* zJi8sH|ugg{#&$&HI&t!&qO(^qV>k=gme&KN43S+YaxH zSkhr6hf~?9G#b!lfvUF6Fbl?QGl+_&IuP-Rhdra8##%u2C=FZW4M-z}#iPjg3^;Xi6+%!k5@I zwfiZAVWU+8jWBSz*kQ|8ay5b#=n*pBW+s>aNfWT$?Xl=hsrr{zZ5eKmCu!)X{P#|j zbMNt*#zjeS^qYHR{Ycp!jUFCGWTMN{v84s))xxlTX!TRy4P+q=kQ(`R+1rD$N3^Ip zY>SgtiysY2#YTSaNgB0-~Oo;)yOp@3-yiuwpyX2KG!X!`gn%g!QjIS^q(uBw#U0{5ww z($di?=JU)ZCqkLNTa?UuICj6_0!#HOw7D-}+){Y<0@)!vxPhwsF7xWyxmXM3I5E+H zG9DO(ZF!tbxJrcHcVgp;OD<>A&a+ZXFc*q6iAf}9Ga*cJrP;&JUb=F;=Q(2IIAi#a zR)W_0GOy&(JB@f7{T>W%VtjeBdc1lk<^mxno#kdFE0R4Irz*fKrL^-NxmFTwEykXlImw7x3fVnByurw--wurbymVIqR zAU-l)EX&D~&8W#F$>v3Tct$-YU`s%KmqY3<(U5@8SMeJZU1A|m{m5}x6x4p^-}+_a z;)U5!&2js`lM|w|6Pee=M!^vxu=mRJ{)zfXctpJ=+8Ypc70(&>F64w5>}2Mxv5Ftk zKd}Fmp$%00lzvRDAzJiX@gly2LPM&Q(XC(3-|lQJqXu)Fo)}hC)Y!+ z!88ZQGQsO1*7VCvioFZaoUPw9u1B~A(Hx~8n_LgI2G_hKmI*=cQ_ZkUN+1)G-YGSs zsP^x&^Y~;6MltQjeug+Lic&vwu72CN8R42w=IH%I{t~61PS_QHo2g%qoDa$M%Qh$$gv5v8x+)|5@d0;R zgS`2JE8O;-^x5Gm2}W@BkK&$qL2!2&Q8* zPm&by$-0r-z)ivz1jp7P+MrBM%IF8w!Q1Rmmy78K*4@T)Q#gn&-pd-qHBdMJ3rJ-J z;yi^D;NNAF`b2Cou2l^lCXe7){6W9e)3~MWUTwg z1JubGnU(-|go9n`^8||4Z~Ir+Q!%EKqy@0p&R>7db8^RiHIZ8AbBjs*;6RbT#+1K~ ztCYk5|DQhmU;Y2z1h+w(%xm7W!EW7f^PY+gS{U!Cqy3gLV5K&ES{k5ob^xZX!oym{m3F&G>Bq}X{ZJGlv( zF;ES&Lu?`aE5jSqMY+&}&qjGi*9!LjW_ZsLC4fRHA0*W&d5LsBN+L5`U7MySLN+8U zH)fVyOw)GpD7lOO)H%V_)#DSo`?^f-f~Tn}>!~8Kg)Z#3xF2fF)Py8DWTL^%}E z3e}vWz3m<>`24Y|-+t|g8c|2vl}4LKn*Z2~(raPv>{7DmUa#`Vq? z#`_;zB<>YwWz#`qIg4#P=M{c8jftO)n(%GigFpEIGip^<(CYZGu7Pz!VE6L9Zfzbh z#Msy!tEAnlb~O|Cqm}$vRpVU^U^nA!(+>lIfK79Qin4 zMr}N<2bWc!Ta|#Y{$>k`4hS29S~*m|+;YLAo2sp&O)Alx`HH zr9&FY0VG5u1e9)RlvGOk4#xMsuln5k$9?W|&tYb-{o8A=+Uu-648xiCG`b`-i@U7S z{k|;vQ|9gKX``?2e?d2P$-_A*Kb6}hd(G8lJ@n-*iw?U7vCNCcgPV|CbKQh*!P-i( zkUZD!B{M<2r`$~4B35dKeh&K_rt`E9*f{y7ypliOs+1!MTV9HysJuD$ZP&!m-opiz zK`q&ut}a_^1H|*jb$^gh*pZQ8Y$>|Va|Y8-1|h8yqh=4;W(@{0&bj@#N?us z4DRVCGf$VzFuQ8k+%{S$(WAOOiDW!w%pEQUCQmyLLXYWcZ*|o*ev|JUDB#=dHHwMi z;2byv@uFi&$+ppdfqpc#Ja;kzjkgRDQErp* z8TWv6uzGE8_gTX`HoJnlNQDGc!vH4zuqF$|nphXT4c+xdMb|t=pS3f_cL{fLW>fp2 zaeGHT9k7^B95eQ*U!E^-HT4N}F+PuB5D`nw)7fK;mc+h{u@()q7=5;_ILSb&m)BvK z8V$Z{dnKK>ECZu=Dxiu%e2rY>W6eA2*Z{J}n)dliftV%FKfFH_x?y%?6=W{`noEtj zY~WCeSB5w|I%jVk@{!n9yo^L;pL&xB*2{?(S!%?4(T8_QAD?b*iR_j5zI>QMt}ENROYqsrf9 zZ%Qd8Y(*)p4W;I)ztrpv=XjIdCGDa%PTmg_J|u?b6)0w2CHT1BX;6t-^9Y{hgccRL zWr?<*yq6JC5fdTMFM=L3y0Cs_JYV5T3n5CsXX@_9wq=QUow&Sg8rD(RnWpcpJo>)V z0#*`VfYQrO_RjJv!PP5z-gn-+x^MU0!`2=Hwg39o!A(l#4cwnnQMq1wRco zN9~ltKk0lL(guB!q}k2Pw8RRQ36G5bOI0o&wwm4nGlXMKoLumiyiay^4R z^W2x@Lam9&&z{n zW_g=F)aWbj-fFjuqlM@+gtV2{hi|irXECyhK7p)4y~nPuHZ;)IBAzHu_Kcq2P$P55 zsubd?Ov2q>-Q8K-!}ESBY1~^t)ke5la78xwifsAGmljFeEgc1Q|JLA|tKP~Z-X5Bi zfR*&X-Q%kWCz-f>+QF+UkwW!qHh4r$FHDjCERFfa%|08y0OFmIQ8P5sf1H1ctr?uXvR|D)kBTG}tl)QBVeo?X2KBi_eMll2D?LvEI zZc@n6UQ*KoGr2j@0#26wck>u&?&UGgkDnj!x4>cuGC`|k_L7s9RSu>z9fj@nVcSSE zQ@Z0NNfi5{Cr*R-o64tgLzt&o6pQ*cZ(kfeW~4)`49=ZAyOjbklr|*F_IHKHy1Q+eFr+SVolI_%z}~W2vl> zr6O{3R=(9nPn*8Mtk$5ZtVO%yEiUJamefU9tI61shl9q8y0MPWmWMT``l#h}hDi#` zM`!L8zydd4Kk5_@!Sai7HBRqAgOoD6@rH4gaSlq8OzeIto`wOg8;DN@Jz-~Kd)rr& zRz_#nA6nC7&nDQrQ`4};h1shK)opB|q0FUbQDX&c5 z)iMU{Xt?*?`}qVP$Ron~oG0IexIRW&T&3OE@3BgVj~RMmY)AGU(>I>%12Y<09}cAq z@j2|V2eETNjYJ{8%EPkw$C$vqp@yJ051j_EFqVt_1mn%ktuM`jUK>kEa%Ebiy&OO* zk|s_3#@kWqjz$%0inL)<40~2WI8$sIgo!5~iV^!LX_U~}B8S=p^{r#cA{%k|GU{sd z*IB&%M~~Ydwxi)=GCbrm>LVeX|3I0@z;J0{J{9G^r9M5E)4d0)uk<Vgf8@UQqP=u2)k?;Tq)6JX1PafYX1i~hK1Shs$?nIho4yS= zl5|md_5!B0!M0jMP^`TZ`q0X)Up=v4DvADLUbvB3z{zeWe&!-4voH{ z=oJZ9EWy4`E8;T$FR10o-)fd&@Y+!!I@%?2>90tJE>yXFY+MdX57l^m>`d*zJX#KS z!R$f8FjVn;MicyJWIOC2Wu5~@;t((yX%$-FNzkrGVh;v73)LI$l>on{uzIX4IKc1l{>O?+8>BskK@E(|Fl|Dp$JadGk0EhO1*T*4&CAXwXy zoD9-otHRypY?Q>vB}S%F*1_-=)BY+k0cuD~@cD2RbR<>NcVP6cLjRt%(%t4Bw%Gyo z)?P4nN{v81*KKQq>H3#$(#^VJ&xSh88a;}(4{a|zFqrugp54;=45W9eeiGq)Zf~Ju zQ?Mp4dR$ZMz2xntFTFsvU#na%>v~89GZ-LuyQ#WMlq%C!KBrNDaw+-wexy6~PSPxA zWbF6@PXfxp_n4lM+^1nHE>zBh5%*i=bcE`T0TY6y6tVNl{WIq09AkCIZEMhEOQ3o0 zGk>-s+6O$kddlpq0u`Fpb0yydlwm*z#BD_uSsO@qLJBvD)q#TWRJp;knW_;^SF#u(<%(Z0#W5aF99*{9EK_SLi%+m&A8gKr~0XL(Mc~#wtG`=)ZE`&Xe<^p zFbP0yyedcx7}2DFidizmb_cw!c2FghBYwWUH}6%3NyMB_D}R7T|1lzgG#OqyY>R6%MYMYVFs6yIi?6q@@ zb2rJP#KO0Qw|UR(m227WhiK@y83k`wnglrI-7ZS9(MwKEXxi_ML!-SLK`q=+wbI3W z#_02v;tGE6#f=qhHTd9ic1&Q=?zGO77A%NepW|rgz?*K$$xP?zD45QMo=Yw3rEeU^ zGXK-9>ELKwz~08v{g1Qj&(@(}r^jw)+CIZk?hibW>nCD(aTHDA9zM1A2}s9g=A^Q^Vc#j-9E>C1)d|KU^C&-fUwxQ!i@&oo~r{SXh|+v0_E7~lD2}2 zSFK7fYcc}yE~Q@22KYa1-i{^g^2}vL9g@Rtm%tVRQMJY9V-&YHa187#nB`cbiQXW_ zJ~bw8mzTT>Q+4ZP1#<&LJVR2Kc!RzzyHE|R=3n^W6GKUsHn=`8upsVEw@ltU8ATHa z_f6DgU~7B}$Kle_eZHVj}uPRefA5ergsfh^69}SOtqpJDj#Wt{I4(`S5btUyV$+G8rDA{#b$)-}gWp977+BSu)x2?oK#UJ1cC^h{@<&`J9k1%ZKkY zgl=_`Vy7!~K{{pFN3zNa)_KBJph(j8Za+9yEC^tOxYfwk_5z+AlXeloM66MZqGn0M zXMUExHsNUT8NTi3wGni(l1fTX3x+OGLJk|{79007f{qPPkNjtLvdM{dcrp@Gn_DeT z<&JE!%`&<@Y&3wL>z?>--67uV0^pEa%Z%Y5`&!e^cPIJU*k`xLFx?Y-O=%`jdpDNW zK4k81i5qK>UR3(uu4&3arLyU8=lwh~@ja==AIOs-9K~ zeV;9kN|>Xs_h%LXO)2p&JVqut3Ta+$i-u-Jd;7;IaN3Mi@a_Ad%MTMN@fUg)0!hAA z+*!w#vCVAi>aH6~Oqo5_TRg`<5jG4U7$$FfsNRkv-_e&GJ#J@Zrv1V0Vqug{X>a;7 z8235T>vN7L?AZ1TSc)Cx+xPkD1Y1-9lWdQlJSIiP#gMnx;ttAfre`7PE4>}TVOfjy zn)y8NPJN)g@*yqXmBz)}CxK(fGLU0NuBa6FDvVhHzkId$HP^H~#k-~zLHNo6S86j} zRdzPpezInOhpvyx%g3-jiT*IV*7}SRi0#H_jdDs1vkClR@}o1rj3_Sn(O0ZbVClDO zP~3rlC$z(0-3K?(DmtO+rE+zAkMoclo%)4}m&Jk#EbsN?md=*J?H5^f!P(s#U8@g( zUna>vaiBtjRVrK-8hflX>BlKauGa9@m?jh;bB+sBg*}Bv_iA*`QXd-_s83sZ^B(7l z&W%Mf>`~Pku-Rd_-{`vS5C@h$Y%T9A1MC+H$FN$~SvuTm8d^U*DL&UfQ+BFIer-J_ ze{3KdeNM#g+NCwnBHg^SaL8~|h~fS1)M9={k~s^u(s!%r=+u5uS^Q8csX@rR_USXk z-%EG~EvBk#WYMZ}K(%xohF|IBo{P@NW4EhDj#}F=Mwiy)M%Q2{Q@>a#zf)A4pG#L% zwpM<3J!d5%Nu#^e{OOn`w=PU&Ebv~e5^5_`S&8qxf>~Qz`a0wkK}n*iD=74mQ4bS6 zOw0@k@r4rO&ox3W6#OK5xEtai@Eoo}?-E z7sPEX#}pD%6^OfXofBuxb3~kfU>mgiKpDzk=ruNd$vbuzdpOAJD$!*QFTd%bZFqmf6i>1n-#dfr0hJgU=s}Dp(DVeGbeB$AA(-_D~x+K?*KjwAL7Fes(DKk`KPQ+z?AmN#5O)F?A}L4B}_chx8Q z0CW-*nJN}5$Lwk$(m1@YZK-%}K^B#|`c7STZAyh;xkuJ5fm$(dYx8(y$hjHtiZnIL z_`;;(>qouw#szHQLNwAX@qrwHkq<$=z6Hl)(JeU0^D;K;_uy_@gDUa^4O3%Vc?cij=nU~ zWqhRANiuCN(!rdRLUkYBKi|V$8NeJ@__^&3FF)p+=a5v^51ZDC;{m{{zI{upBERE9 z+|?N)$=-UcwibFfaAe!p?oX|mXANp9-eIj;FXsj;xbl!6N$a$rVlE=ig7&+Uy@*tGOWD6);9^@7~!3Gt6-^~q^R_GW3P}sv#Ab9X{9Z$ zfZ3bN(#Z|C%$#a#OQq~e!sg1WlxF_YHd?Oi=9}Ik=rV(%XS(YZnmnt;SQINT=M>or z))W|ftgb8FqQo%FHoh~immIkuMMBFtmn$#Owk5Ivo5@Ii@G?jG z8OzQfgZFa6qkP0WM{hXC76`PmoBNpcUAuj!CHLCH^QWN4=6Oqwt(|Ml_1kr^g0G9$ z;CY6mSrM`5@aoBDk0#36Wp4Em-8r7%$NvIe~Wn4o&QEn)9 zl9}W?CU0st&u>)5%v9O+AXNE2Wn3jVsb&CW@mCs$cM)+}-Xi8AHcVO%li4|;TO`L! z-MpO_X%b5}dTJ})EhZ+?TB1zf8G(%)j(Rl2QUT>1iyAh(e0o)bpS4mo64R~RiSn4q z_LuQ&P+xjcYCapXUY@M11Aaz&x_*Q!Dw7=K~>v*YohH7(0i2o|e zvN#eoLPc4=8LiK)3wipMTGdrY^U-U^g`3s2=w-++ILxf}CXz+23Igc~jm1)12zf*> z!-r6oR2;MJc;Dq#Li6yW#YbLOKjn2e#OVwTk_{!;14x;LNUr!tAP3D`Vq%HuiK&It zS|WFK_?ggf2R;*Ir)Yi~9cF5pV8V(fgSN>^o`Kpc-iR^A(!9juK{8 ze9yu~=udEqrevy$zTzs=?nGD&Sa&z|_kXTtEiuyciJMX>PNq-5h*OOXR zkG;(aTy`#vILs1xqY>s)pSsUsdpm#HL(Bj0_DI3gl)k{cF5gc!9D!cRZ#JGxpfY5J zv%Hr+SX{z2>-Hbcbp!Bbt=$+$)0-80eUvnd@BxT;Us%j_gd?RXm6jSOEOA=45@ z|Myasdr{gtd3}b@zl}x6N2FE+ORx0_^=23aZ?K0ATJ+mE%#ZXEB0 z=$eG@Q8A|yzY;|0K`}r!DNJ_T@5<=D#Yp_6ux0O*ct)rDAal*;Cy`0FntRLh-5Cl8 zYlUUrE)R{kOJYBtD+oq+p=<6Ok&=-~Nk{ncy}QY7FvEK5_{+I`t#PLJ;Ktc-xWmZq z=vR90fr;#i@YB$?lJj%MLt)8T!4~aRauW<27c*-X5R$KY(OE{w*v=ZiERic(damY3!}1bkQJd2%fT>5s^oxkn^7U1NqpkJ_l%KL7mfQh%du-qhcofRsgPh9 zYysM;dDQcj8&P+h;z-Wo5*%nLsa7QSu#RFhzuikuxWgZ|VRAHQu%BE~e>F|j1XCYM+SPu2Yr5~nzO zT)-~f{X)boC4HUsamNh9(~6C3&O9~0Rr|h?&YnqGa$Z)j(yIgjZuK7kcwV0xdpxF-Z zEtvoEBj#H?^Qm>E0<=$OE2R|#N;8M}HQ%>|ez>y^r}p)bc;z=1Oh;MS{vz`bsAOV^)# zV|{j)93vzneU!KiBi%M7kMdLI@fb(GbABF$-RctsobwhHc*~R0>7rrxW=??@``Tu% zpG=zHOi-?=U{+{ieF1$wn)jg}T)xYeGKds%L7Q1(FN%i)bF^@CcZHccd?%gEZ1Hfw zyZ~;%cgg_3Z2*8k_>BMnUIPFRm>WSre<45~0{|~CF9HIBzYkvbu9*Nl-)Hb3=7PDo ze?1UT!i4C6dyt|4-bHk5Ayx-odyB{U@#wo4}{>mMt*1n{ouXE z`3(U4{Lt@Xh;al01|cMZ`2c)C;B^l%4h3Cn;zP_q*mF%GFc1jz-LikT*Y^Li7-8qN zt>63CEg}m4Gxm$;nx7Y;`xoCeer@BgafEDyHXsDy_O+VtT_eE10uA~n(ARPM=e*W- z-MiLs-CmDg(?6q&Kz`}CZvTB=+kzP7yB7W9`G-w^i7JBQXGDKe-2aXw0=qtcM)Et2 zh~rQ6m&PC3{~g0?pv2%mjjVb2;@3o|KNX8 z{{-ZpFkEw8FUya`yr%fC6Ah7~*WB0bPhN!1?_v8n@;#mZ=`)~v7lO@p|70&#T z(hI9w;Ot5fXv~y)?~({e*3);OdS_A0QA{}47wtX)X_|$Ua{F$`bG%OB@HZx&=-Ivx z(^}d!L#8MP3@pUvP2QvT$A-h`!TE}J@6a=TH7H37(fXE6S{=^B=OP!Ge=o*DE_p>R ztMN4h`chKR=smeerVppVI`v&>h;gUE{C=JG@T&;bI15IOr_J`f0k$o&6e;6LT@@N+|cpUVdVU2iG> znadC5=KEb9Ka>~rd;Fk4Zr@PWq$k0Fe{^AGk zU;NoBd-h z;>!Im2Ib*Htod(w#RG-@mZv}{gctG~9|D6QV)~!CKqx==@7D(c Date: Thu, 12 Oct 2017 21:13:19 -0400 Subject: [PATCH 3/3] revised version --- commonwords.py | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) diff --git a/commonwords.py b/commonwords.py index 1792643..5155817 100644 --- a/commonwords.py +++ b/commonwords.py @@ -2,6 +2,11 @@ import math def text_to_word(text): + """ + Purpose: To refine the word being available to do further process. + The function replaces non-alphabet characters into space or blank as well as change all into lower character. + The string typed text is divided into multiple words by using split function. + """ text = text.replace('-',' ') text = text.replace('(','') text = text.replace(')','') @@ -13,6 +18,10 @@ def text_to_word(text): return list_of_unsorted def histogram(unsorted_words): + """ + produces a dictionary composed of common word from two summary + in which the key and value is the word and the number of word. + """ count = dict() for word in unsorted_words: if word not in count: @@ -22,6 +31,16 @@ def histogram(unsorted_words): return count def matching_summary(search_1,search_2): + """ + The function gets two arguments, which will be each summary of two words. + The arguments are refined by function, + then it is used to construct the histogram of each word through function. + + For the common words which are both in each summary only can be stored inside of common_count dictionary, as a key. + The corresponding value is a geometric mean of the number of word in each dictionary from the arguments. + The specific words except preposition, pronoun, number, article, common verb, alphabet and conjunction + can be stored in the common_count dictionary. + """ print ('Common words in the summary of', search_1,'&', search_2) text_1 = text_to_word(wikipedia.summary(search_1)) @@ -53,6 +72,9 @@ def matching_summary(search_1,search_2): forxlabel = 'Common Words in Wikipedia Summary: ' + word1 + ' & ' + word2 forylabel = 'Geometric Mean of Frequencey' +""" +Dictionary of common word gets changed into histogram with designated bar, sticks, and label of each axis. +""" dictionary = matching_summary(word1,word2) fig = plt.figure() plt.bar(range(len(dictionary)), dictionary.values(), align='center')