From ed8fefcd5fbe6fbdb5ec799502eb0a0160860e11 Mon Sep 17 00:00:00 2001 From: noah Date: Thu, 13 Oct 2022 17:08:20 -0500 Subject: [PATCH] Finalizing Logistic regression ranking of all genes --- .~lock.lab5_expression3.docx# | 2 +- lab5_expression3.docx | Bin 74856 -> 95420 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/.~lock.lab5_expression3.docx# b/.~lock.lab5_expression3.docx# index a7fa63b..3389877 100644 --- a/.~lock.lab5_expression3.docx# +++ b/.~lock.lab5_expression3.docx# @@ -1 +1 @@ -,noah,NovaArchSys,13.10.2022 16:26,file:///home/noah/.config/libreoffice/4; \ No newline at end of file +,noah,NovaArchSys,13.10.2022 17:07,file:///home/noah/.config/libreoffice/4; \ No newline at end of file diff --git a/lab5_expression3.docx b/lab5_expression3.docx index 9961be0589d065035fa1491dfc674de9f0f3745f..d81c2abe37af3888cb9d113601a5f0dd36cfa03a 100644 GIT binary patch delta 32356 zcmZ6SQ*@wP)2(BpV;dcGY^!72wr#wzZ95%zY}>Ytj%}R%-TmX#Rn_gYG*-=;r=t*^ z{~!?*q`@K3L118DKwfL>5Qsp*UTc%+Kq-I;xdFx>o%a|C*X23EN>)wfDhdn=un}s+ zcEf9bLI>+EF3+zW=PA+4S}&)g&55?>O!P7PFsqbP2$RZ2BtW#(GUi{?e_=J;q(UHt zO#fE2#7+X|WR|QEn|ILE^r%k(je^tJjcGiXj~>IFbCAl>5uw(Zp>6!Bo>mFu;>IB%XQA&MvQ#OXXc4fA?A4ltZ_*&v! zBdj}6GYh~8?|}E2^ogdtzJIvpzU9`bpf@IfF@M7i>nHJaE+_>w<42#s^qctER%?-% zXdu$D1vG>>OOG>-mLo9lypmGc`}=ybVySAKv;D}W@y z8jsW`xgBumXYLxY2*3UFCzJVHO9GvaC=FXSIl}v}`AZ@Bv6nn{!E$TRnT4&IRkex4 z5&to11mE7IvaB_+Yq#aws3!MUSEn_CYpec3Q}nfj-+z3eVZ1IvLbdK=BRXN|NmM^hbdc0v}s#V*Pu>MORg z(^nC%CMzj}pP2Auy!Isyy}Kz7Jp|8A6H_ObXG!!w{*$7ma@geQx0)c*MWb(EfZhC} zrcu6}?w$4|Q`<$OH9|K9C#(jW3pujCecW^BOLRW7iy|oy$2yo<%l~;%JG;v90 zMumKPWc^LTj}6Vku;@e+;?sk==}X`O)kvt53qme z>_QMhF<$*OP#ep{OFvK>!DMq{avD7x+J%S~OGN!dm1mX%D~Qm*mlIiuDzZ8i;a}kH z1if=ab*vt$DrwK3P51`?KYH+kcDbPc(JO`c|8}dxHCDr4sAI+d;rcI6`U?f$(5ewE z@_%cCZ07%41FZB8cIJzn<{Bzf3mlx_67l)|iR4B3zZ0^>(S^pOV&O<71m>uWuoDcwa)(PiJ5K{a;k*yFYrC zlorW(XI`=*KoxaWJKobHh@pZ9CD14)25|_7;|TzL0u?`T{}3`_>#{sR$DtK=fCOzJ z_W0hn2iT9pb!S~*5 zQhf!Cqcp*x7AD>mFW@*ORpBXvOtV8+dIMF*dfyiwHXT-vvSugJJ4|eYo5WI5DkAcO zO85yN6ZRuPSwtH9)k=TomHS#{Cxm!UJhA*Oif)sYzTT6T+T~-$ebrq!i+T9HtHx#6 z#6B~-TEG9SHM>X~pqD2Gw(X33ofO8cSMLTyv#_@N_Ek^&4)PPM@nDerxlpLAf5pwI zc4GB36WW;i)=TVMF`CTYks30fFC*0zkUSr*w*-SnVnYb4ll$8QpW>!f`X2pG=VMby z`#|&_pO$*K?$N33*Q(K~Ui32K(DeSW@Xo5;)4^IfoNF~tQQ=I&cXXn}>%|~*(b5l8 zri(Q1{2}6d(Eo^kZltRf9X)gXVdz4-f+&iut6|SwG+}e}-V2n@uGb4gRJWEpaw;tS zc<$g~^K3Gsr&9=!=gaifRy^_$;)qi-lR=h z+brH6N9jAj0ZoBKRt~!7FQQl7@J|KMEh4o#pQRFNKicAiJ^4&JdRz5=cnYV_y3$ua z4||U7@?FPx>?XfSS*a(fRhAa*ktk79?FVG**FM0_aZq9x1pjaF1<(`TkS*RQ8hq&ToIT}B{&@*=jq1RAAf{=PN*+>mXN zO*NV6LH*ukq58N4n$Gv;NH7a9+aS^v-W*5fUGKHKB;Z(UKBVlRY+JrYNJd`!J*yUl zX>xW#W%s;!y3ojfK?j{P12a9!YV%u?|IDW}8WGI7sCxR!FDabqE+NF%lhgux^6%kw zM)Q=veZ|k54B{&_>SMb@bJ3j)&eJC@zB*j*BfV>zKv!Hfy~h2MtxQoMbzE^}{hUg1 zDNM;xCDK~RyGh&mzH4B4;&*0(YK6dtg_-CJ zm~aiQcpX*cenvj)n+FPV_ z;(i5yDPK62N2@cMiU0@D+!D-7T`3sawA_O|=1@OGDX9L%2-*b3Ih+Pp7NYLF89nYnM&#!${X`fT?*&rr+ z4?-r*_FjjR4w^!ctoN0PWozpEo8GELT(YqkND6=bnJhF1jJX9__f^Ez=7nOh@8Duh zWiJvg$IzXPwV^ZCKd941PId2^d6>7guJx+3xyd-t27-Wnb+)+05^CcMDFLp`jjwFK zU%!UuXMdN*>-O*{g>U?j@GPvT!j~uXYci|UCPA(`*6ev+&wZ}ydP79Mu>EDTbm7(& zDZhbxy4rn%;%1>?O&mUrkklWXBq(oA1cQt%wp~Y)nHodzb|R^k{7^XJ@O0VI1vZXX z^J_2-ufq@6LZOM3B^J17RQHp%vVLAo&GF3KV8`J3rf%{ zfTYUF$99bxQ6qGZ!0So~ZKJIH{y7Ah?%%D*)gKevgBPLOdhzOns!?Louf#0<)ZY>| zk=^6#tUWST$%cj8I5;-p>UHH0sCve%Hd!$o3>n@4hkWt-M_DBwXY!fWu7xSc{!7$7@Lcg&7T6dFeIiaMQ1B%XZ@#fuLSPHtuRVSlA~->6>ugN-`lD-b zX9Ls#8X*?tGhc>X%o)thV9BWO)rwmcA*rWVV^7_U6!BEwxn82I{gds;z-5Thingqx zjZz@Z(*ov#UlHwx*0s?*n3^^D*6?|>i4)}kU9KOpOp?bUEN)$!TQ{1(t~PGi1rt&JLY-)7UX5F)hpGS?`q+}$UTSNr}wFTJ;V?OUn)?<#C=7@eGHZMO%J4NP?0 zn3-vLZm;J{#@5z5p4)%nK&)mUuDvjDVCY)|C2MVCI;Y%emB3$`<*f6xKC84FwDl-} z7hc1M;$K%6xmlJiGA$z>Ir??yIe%JHBG2Hr^oY=%X3)@FRW9_gLk12%T228R?OUoQ*a6_3^S_$c& z<>9;wGjV2fe9D-I5TI=TU$69CnTkV6M3&L9Xfzq48JPl12k-?|b;yDcB<4WBD(S@c6QNP%LXss^Bp+iu-h(K-^){oOm z`30Ro)L(2x?@1$A^JD0ol8qZ+AQ}hb`+aj|4|L=nVaKE6D{tlDj)5iCyY0+V^kqm~UxkFk_e7Od>5t##7<{PFpIhcE6x^Yy zR#E;L>s?u;=7bs{3%4D8B^a?xKLbyDctP17F({L`z(hhn@Z1n*|Mp^FJ8r0|p#_q- zPA{&8Km1r|frV}}SgL#TagIhOk*|jS`;CEt6?NgiD}Gi)?YN~10WqWDTdb!K`RWWw zt%}=F_)GZ_hoOk?bP$af{vJwWJ1La#%QNIC(%VD@&0~>Z78qQwq0fWERnUJmqa`Kz z6MV)col*f=7NW;?tGf)?dS1dkz~BB-yc5G1JBNT$tRKlwgxs*BGxT-RB751K&b%`C6Vn;C(>#F|vyTH(p3%OJd*PcIiDg>8hafQ<-;sT-zJ)ylYnrQxlT4{U6&FabnEj-riO9jIf{*(QGw$|ju2H&?w5$YHC4z zR#>>z)vAP@=gWT1_InqFaK#1E-q3_y*TjPhUup#f-coo#m1YV)^N`#2B*W~d&ZGkI zk3tXyDnDCfY@<=g3={PI`>Jch2x(yE>1 zKPr%#FT}aO@MfvL`@)5B2$DU#ToYN;csKry=Hlrwe@)9+N+i}1MmT1<#dYFeh5j0CIGvWukb&XLqR$^Smxzfy-LvjFM%^qZC{cV3KA8{A3aZ@+??HHkHn}Yqg;1|a+tOeJ zKV-gF$o`|O3PM1nD|c(?chCNUimpK`A9z%13OZ8u>?m^|ZMfK)GaIzlO(AnwFZ&&) zi@o1ej?baMf%Dh`b`?lfaS-Zb144!bamgKLgWqGTHj<7)+vQ@YmmE-7K!x?AyBV)Z zkNNlhQM;sgDJ9Z~^E2Ci!(swx91m2d17h}n$W`n8blcd7r~sGs!>_@O`shCD}15%*MS&* z;yBbTrnhOYK5Bmd&GWHL=^QXVKO_yIV|*dd9>!csVk4_Rz^Zur&t1%*s>hVTe|Sj{d7Kh;-c(y@FY z;+s8+;Ex3r4+)S$NDGK?_nsSiYPy){eDBzRY|LvjG+_0(z@Me?birMkiS7m)b>I`(Z!F;&`%mmu*Uqe^)}AQ7K38|V0ILYkXP z;yKq~@}1TjIqzp5&HgAzDPm7J$R3)}s%x*VEreM|xm3IwgfwW5C1>q;NGyE$oN3#2 zu@gY18Ss+_8%ZbT-`Va<_E=Q45p7cK}dz4V90pBDlu z#(m_0uLoGopK!=Y(|T__(iJrj&JYa4!qQueNcJbcXEHRQe|x{wfAZC{9@3_NUiwrw zBENpgy=5S6AezyQ2=sdj)ix3k|hL-4`V$o^X}^a@v|)IsGN@1 zk1_WpFq(-LqEE3`B)S~xz;y6faN{~NED&!{m1=YL&4u}F!8{_UTy2C_VLQ;r<$KZ~ zD1Ro-y2hU~T1FjJxH9Yjhu_hRR!&a`nbd)l!c;4Q`KSdw_aF2>pva321+w(*$v~n3 zzt_db&<(0cc97$~{foDOmBFP3w~tLr7r8h0*#w6{I3q5_IC-Mi}sZk5C{QQ^r#L!n@H8YK`**pw*CE`7N}lwdb~eyibF%j z!SA*Xg7kAiZbz*($Cfqmq)Et$x9yu|c_ae4XY8($b2d#7|ND9{&J)Cpf|cNNxStYG z^+JRmy?;DqvN0`=&O(D>b-5&w!&$_gOcZR!iA`?1Epkj|NVfY=dqDB{0`wT;=vby^ z$es|vOh$^?XpD~$cdk=SgIjviT4Pkb-z5?P_2j+TL6?XqZk5OtY7?c?uqb%rj6d^~fWS_40^ z%mAXpb)ONh>*$6G%4nV49n;kT@Wv55&fU9$G+CM#(Jz7NcAXhGG6x$V`q3UzKq3IU z$uixet4dNGB-x2-B3l2Q-vWu3ljxMbaP8OI>d#AY{OX^uWo1uaz-I>@GFR=5lh|pR zGL_q=!T{!jBZ|U!u@7Ci*diEcrfG2sC$u*>T_S6Bp38SKXSjsf3sxmpCxC2=MvR`F z9jL6LAT%o^c&)8_G$?SwD4sK%KBtKa(mN6y}{FRHT=ogd2MEH zA;m=$sLye1&gT3fPTG}0Q26WB6Ka%>`os*YU> zZci}Vd?%K#SK5c!$woMszr}fONXv^&KK1=+*AW5Pcbl~ZyBNW&M&|;qutZ#?qS+9! z!CJXLhT<9BNwN*H@&ekM)x}~!kGXtvJ5mkbuqlGJV3E=Yc(9Zr=PoERx1DACVKt%E z=+e+zo5H(7e$J_dOOm1EPX>Y)IA>LgGDtTBGsYw^6Qzd2MoeXw}rQTN>NKFCE^Ea6^B}B8#Dz$6W>mY4!f9}6y+7t z>y8)%;IwTvoO!6(V{m?!9EHRgC4xtwuf< z44o@liMR=|sdp-SSPM&!A92URY9?{Z6aq~hE?|Vf``OvE8aQPO7Cz5Zwk47AcSii$ z`BE|Vjx1qZ7sXknD48@l>f5?jx+|NgHR1lni-Q!iV%QYeVRrCv(&0|FA4?y>nNj!5 zUs;NEA}xs`t?B0y8T^iIbpu>$+o&I=-cF2SbQN`~Tw3**>mGq7@0+C}-0cB4ljU{t z>Tjcf;T5X;xkV{D7tPftr{(!dL(+kb#ZRWIJrZJWMjl4VpCi z8`O~YnTR)iFpDnz*+tOH#X}e>Mr}oe`b-53YmL0QxVChLIWG&-&Rb1wDFJBDb;U(* zv}{fKsq!f_1Pg8+FBcEbCD~5!c^is1Uu~&b_g?l`)axb8Ii#9A`*j@qn`!z>;UD#C z9*m*Tvwk$6CR_$8$}f-hhC5fb$6Uv4dl5`x1TodO)s0YQiaUuCJ&3j@?ayt!OQ%44 zQ>cdD<&eK&PaD239R1Maco%F6eaV2Q2Ux>*MOlsN;hej!6MSV3u5h|kvj?@)QPeY6 z&yvM*OHagzHMA+F`bS>RAIf7hCdhftvYuS+6#em3mgdBFw&I>+_}~Q!$lw7-(g7D2 zX8n&1;~A&R*s#Ba?`dmQLe?o%J4HZDXv%926H;3#aztdTe!`ucev6Hn%%x>zk&5Gs zavA^3b()0e)_#F=N63?MndSMLyN)EOyf;D&-GQ4pTmqVxOeu-ZUr#ZY9Y12hi9aQ} zWvnF_QzguCcsJOXzkYcYf%m>rKTJpL$JdPoDa_mg=?7HCZo_ue-RP^gE9Srk&$<)& z7g|-1pmK!-&(HcAySjQFHVE^IEFy&}-nIN@RQlbr&k(=&Djtu;L&r5zHJRlsPNKsi zyrZqo`t!4*C{a}p4PK_pXUxC!PD%z|+hF2drUPPGyb;H=*c;V6LkIZ)bNrBrVN*RI zD2tD!KRvh?{G9N)b#?H4feX+WR;q`?8r55W4T6@?OlWc-xximwx^gqUR+zm7L3YjgNFYB@=ZG8Dyr35kX}A=$l9j(Pgj@rb$i3E)sO61Y}ERyWI; z#I!QLSI=L*(dR~!aIAuFKI}BL${V|%-Lh$;NbygP426u0$calS;{i}SY;b>#iBx@p zrCgCi!!_zYLBJ1ba@<*~udN=AKI`^H^cx=Q%KCKPj0*+t=Lf#HR`&a@Cga%xPVUyd!V4DmrZDimVL!zt8K&$dbpn1-_$X8Jc!Sm;R|- zC(w?J*1$o^brNmj#sTgn3geIk-rir%!2(&hldhofMmtq22EV?W(gJD7t@88554;51LLK`q|5f; zCt=sCZ)Rj0Ucc4s$fx4e&d`O&F@B)Nb6uCVUst9C`_-aHb(k#RVc5;aF@5jCwrs6T zu+o$iI+&+|lnJD@AKaM7-_z*uWXB|P`uK&uO|U<(qR=*IqA@;zAXwQ66kHWZYE|26 z`Ij-Nx4(MDaO-Xs)c9FsXd?_uD#1x2cVTcHq+C3*9ZJ0e#+B?4|wD9U8^>@s9OlUy2OUS*OU zw-#R^@gq-#err}unyyJh7Oci#5&kau^l1^>2^>?WE8ii|#75R=@JZagGq#(q-rIdv z1R-+m39}f2IX)oOMM#CmIDI=uu6@@2spcHwtcCm9Xz4!*LO*c z9G>;*w9_++PW$eXd^W^hn@~A3>{75<(0Uq))mU9vj#R~z*TP7DUm$X~MLlVDH|wnA zfk1DLS+($e8yB29yLW_TPw`0CH@l-f#2Eb*76ODiCI$dzFv=%wQ+CJpf8$c4pOo|j z0S~>U=}l0=*M#wVbJsy>K6ADqt)|2iA#$+Usd(c#C1mi`*(zLDJt{39yE<5H!orl~ zAp7ny`a0r0RB!uJy4DZ44ChtDDNyTU^8Dr(Df%>CcrLSsIawG#j$SH$W!7q)FFW9q zL;`I-!uIEB%OuNXqjh%1r`gC51>M@;M(*&g^bjKodry#@c8a=>cM*OZ?lx1}QBFQicctab zcpT3-+?e;o_bm^;SO78d;sTq$9a=$_X4=_|%XDJdi}@@=b^e#On6FJFY{9ei2=Y z`095!&(nyKF%={8)%a`b>FyqI&jL60?Tp*Tc}Dkl1&IOCEvdT`9MejV=zHAM_4~9- z3v&vrqg4BRm-V%VI?U}aFt>Y@ZwcC(qqg;TZt#r}XCr*ydHcDA>5Y{6OH9tg#%Ok- zGwUidQ4MO>d$r;-CsoRNb|Ta)^h7<0WI@GvQas4VLvY)X(2<7SGU_Md*T8&1Ziy95 zn?}8dV&f4}Q+UCgFJyn!!^n9N&vNM=&QxwH2h83crro~FzE=0u;rnx`q^-UdZm){l z#4HcyJV+C555*lnjsd5tsEx{A%^K!8yA7rEWDhbaJVuVd8uDoWrVxWZuP+re*&FP%LZQ^WN`F z{)q%#;g|JPfv(coL-8~ad(gM^GK9>qRg@SbizBd+pW?Q0Q)J5B(S$ZqiJhJERhDsl z7$}qR5Vv1(Oa9B<+I6Ed&UFhW3&}=XKYZhK4%}FJ5hpC|S}6`Q2EaRtIZG41C+=CXah-`ZpBWqW9)StA-~Ml8A`*G1pAWhkOlSVjzXMqt zJ?h*H#dOYDOHRL$A&2f5(|E}42)@*11I=cG3aY;#G?_=;q1+@kzJ0n#){p8UC}Ka^ zdmb{QVSdc?`|%5N@c<70h{P3OlOeZjyfF+d?H8Vp55koVk?0IVK6sa5f*LU_K^+3* zpBcwLQ#f}>K(M2rBi^BZYvXEHn0Z$+wb7;{@Q*LMuOiK98Csh~jQ{$HnMHpQ=Iz-7 zPdJ|)5nN}chiCZp*0?j(tV+~Mm4^WPVPqqFU&NiP4 z-JoVkB~zSn&%ma03%gv1^V5J2vn_#)d28lZty1rhYSpf&e%Zg-%`vNay;n=x<}I2V zfW5Zu%F@Flf-Enc_K4apyYZSuhTtLuqH|u>2FxaPi-eaoI-#hN6qC$PMEKKVQ zev?u-%N5;;!W-O7{BA!;R z;0@2q?|<9h&Wbz4g+6w@Q*k%%^?gSAt{o|kSush%;&iHV5Ga(oZ9i5$&*Ssf8*@WeB+bpxszxX>5AisOe)2Lj z49&N>_5zH3=Hc1WoA_muTCE5we>u_H@e?=5tE&m z4hyqLwV(3guHQ(HC=d9mE;*`4mhj6i-7G`yIa88)9pmbg7Ni+@9KrR26qsey5kA(h zy2z^FZrRY67DZ)+$6-e3IdXpx#JNLlu}bVQLIZVphql^Va7I){^65@Cwn89R@UKT& z-|MI%xj$AqyziK1-!_ut3Qn4qY<=$_BCkkXJop4+$j3In5(F=QOZ)3(OBRCtmp~VVI63Yc&YAL87X`jKF`4>V-@P~Yr{T@o4_sk7h0WQh&>dFWmc^AP;RP1k8W~!X&nK?Gy`V&? znrvgJH1jL@jjuFjj+kxex6OsiTm7)u?0|?Aq=9;Gi@Bj+7{1G(1LuwurD9lv4~zIp z20{?NKPi7OUVXnmvYVhd<^PghymjBow;t(Gjah%bb7^E7I^$d5KF=R4HEDrrqoPmA zms#9S5{86uybL}K1;sSKFQ4zysouyW#eh0MhXW^Z?fELW%K6@7b3`i0z3?suOo5W= zRz{qw42_OR6e&cFYE2M1<1yAJs&TqmH*$x{O5}9}?4MU^s;XhR*l)k|Kt_*e6tT~z z_mrsZBp=mcR`N^Y*j*yWIHcCdrYf;@$4fQxE4ZO^%JRAMJl65NZ5kP86q|_NlUMNR zF=N}icP9PqQDLn)KjcsL;mGz43jyEt=Q;RlmWVyW?5{LMQPXOh*c$pFo)`Y0fkVWm z!y-|vVfFLp;RS~=`jmmbe}Cd8v=Y5&J;yAK^SfZ%sct!Z2l|(xG=4D9{a~eF^my?_Rbv`7!9pa~{W|R8b8vTmZ&%30`i6 z`eBNR?8ux-M`j6{WuVo+IwH5qg`FnwVin zc0~>QZpn1dr8*;UHL52y|?JPt3cgN^_g7WV(8DAbsgV0PdgUj^2Qt zuT~#I*vzW6;^fEsCB->fG_WPrS45ajq>Kh!`nNb*hrd zMnhuq5I>Vw53`f(w!Wx@77LaCz%Oq!70XdQp5fj41V9(w6BD#m6=v(m1PuO%i5b;gFHYTb>-Y4y_Yd!lv^R z`L9LFt@2M`BD40VZO2RgL`1e>1V;>8}$kn8X7jnf(&)1%f1 zv_j-;!|f_z#^J5&c|f)|hx%}-z5stmhw&EfQTarA163Webl6Hd~ES55(*&Ol0a|AttX7qXPPr*e@*ssUIm2g z)aG9<^N-InPSvsNH*^LZ%^$6Q3)kV$QHOG$w$4Vuu)h)eERSad#&Ab3B8}2H)VlFb zV>HCWo1)D`cz{E5CV(4M5Tj3gj;VxVHU)5k9t6!-?E>9}W$kGfTvnd7P1Ux1ycqhq zf7k2s_Sd}em`AmUZP@jPev_@42oBO)E_~dn4P`_lXLU&_Z5)`3RW7k`gKqqLp91R= z+(2&8HpLx`viAEa%4haFn%?OqvT>O>=k_wlJL*Li+y$MAv!nd zMeCoyX%zUkM!}Yj*oRF%hA>+IF*jT^b!P@OmC?kz^}sqhC|G`k_52h;YgZOqqYZv+ zxBes0OL3(aE*;u}%YfDb2JD9~HymvptTwy{0}`N32zptZ$J8Q0&gRTWS>;Ws$d~+L zl$TS_*FpI?%Vf~~o*#U9smY`=wfS=#@aJlg$!m7hL@CGL7hRee&N>-il%1zvjetxi zL^4b%F?SoZw(|4;l519x+fH4yZ6><(S8W9+8uW^3XCnlX3j<6Mu!4<#77%Q&t+80U zY6DxAJb6PP#EOG@=svn62&uxdcO+@yAV5>J`X<=}TEJ8AtAnO$MjkEEk zm3u>!+7Y{xR+m~@tL56}WQe-aGMD@0pX}xy3Wakh_zvc2bscPoRiz!>CDbpiM$0{l z_I#@JWPpZ?P8SDZyp7x*uID$ISviMJs$AJiHHWJ7v3 z1Xd|$s@tW|Ji^L)e(J5$Mrme2`i@-pfc}G=+hoM#%^Wq!^E%zK@M^eai8*g;5tZ57`t?4z3JB zUmqzpp?M!|AM35jW@R@_>T`Ir4XGhn<-0iPp!{@bObue@@ULr2^RuY6vbj{6+ksaQ zbbp=1o6;H8$8(myM}!dHPCZ_;{po&FPLh5(%hT!kT*`FrTV&z*&Gx~C!uof{HNXh z`~HZJjAK(0S@J)TTE-1}r4qur0K)Vh@lfF_EccsCdfwRwCNaAK^iQ!m#u#g0%K~JB zy>zeJX`6^tG$DPlFA<0>nSn~KQuI?T*1z3?eFE>i@u{tc%4e%8H{g^dS(5%qh0{|L znbH$OS^uRbFY6lcbY*9(>l+|pRubuw0v9r&?9LY{l~Syq@W+_cr8ui?gQI73?o)uu zH`UXQfB-lyvOzq$A4a8mHA8+gV?Ly2j>Va-6@8ov{z=&5Z5V|v!g#qZr{_DtQpYWh zcz6cL8}G4=$Hx@ za()4ftV{>3>iJT_WT2f@7t`<;mV}}2-ToNHVs4z|)!$ObK<;p%>o@*JWl=}9ua&7| zJ=)5ha<-;AbPf0CWKUN8;!~!*wcKX2E6=QwkFj6?uKl5944&8KL+@I4&8xl#}w|%SCLc6DzM%;w1Mz-SSaK#fDF_$$f9KT5t&BfbdPw=eey`i zsaG9M5DN^l#S^yYo@8d937OiEL1vWa4|4jUgCB<%iXR;BkW5z1Z9ILy>|Jw7M35$v zqm(|~okjvk7mU=MR+*?cp7WCPM{$^|xc?1Hz%(p8@6t8HA_qqc#?~)3epUHe? zyF-6V2`sr-vikzGHW{#*l!upV2zh%)2~hQ^@>koHJwqn<5Xy#JPKyLQ7$Sd(z%kMo zNf@;Z)17cAAxm@+2aZjy_sI4uE%g~pIbq{-0G2->@^x?DBmzMp1`nq(* z06p2f*xae^b@D123v2aXRfq-%ftZZ0a#KH3mVB434TZGVg=TQfoRCms5eaDxQcx>` zvHb9LV2?AFUxJu*ht!I-&~(0VPS*`=w+?rigxFfMh-iw12Y9LdPZ{MxabJWq&SDIh zn*$q%s$9njm5EEG6ADc3G5xQWm{AC^0m9Ld=$`*1Mq{mw9mt7YC`A1?timnjX(geh zYh*fu(E^CfN>TQt^9Ush)FK-kxMU`Mem{-WH0*WI1-@qi$*s?ZeIiC?exHP5A-E+N zPh!(MrNoDRpvjaMI&9wkOXf>FMug}<*c6p&Z{*NPv~n{X-V-VSu43rDbeW3`*wm$% zogo|mu1}m4al^Vw*~&{-dwk6XU+$j|!MT|oLO){P^&hX3bfIuf?il@WkoamhDXg~@ zG@^pQKKe~i2O;wjSKcZ77N7+nJMYRalWj9|&HV$0Tij2Ba(ZVAOhTL343^iMg2v<+ z9BjL$hAdbFqDl2b+*BE5Qdk#_C%Nbn;XQkX^Dgz zJQsYF*z(_y^O3GY^?$ar-Z95YX|WcODyCZCO;KGbn-;`e;rJ%6Qz1FvKZn#SBn;x- z6R`#F{#vQ8;ih-4WlJjX(cPVlPCDg&mXd7*3zJ2F1^8){<;E_f)6n;1*}>~N6f0|d zX&~uVOO)w1Yh%}oT7&<#zwSxlO;B2g5pLoCIvlarDxyd5qB^t8$?hVRE_82*Gl9xa zOji9NBn-lchy9Gx_{U;uC}kLpl)2rlytsJZzc<3wm{HCMz2YdfXyL(pK1e!Ect1GPKz!tvHLid!Pg~xSk7U;3_ zuPoEw|7n#rR#6EYX-kDsBRUyI*z@FsuZ?WrxR0pZEs4{~KOTRIF}PUDG~HUoC`26^ecpMGOL(InI(b&J5^4uVy`Rkg<1!V|5ZE6aHB zQH#;Bn`3BK3#5{9U5nn~dGTxXJBcJ=BAZB=YwXQubuT_gR{9#0q1D*ZD#Pza%N}!q z>p+c}Ja}f@NvR-i@uDdS_J>A>sSMp$B2r~N;VmTwOkQhW%UZu}<%PVv4Tfk?qEZV2 zvD(wsNjjkQXA|?+_)kxJu#o=Ce--%N!dUfiT;Tqj&b^ys#6ku>Bbz1tKRDh~^*eIT zKjIX~L6$q92bKoY@m$~u2SBWbwar%#=9L!WI|h>K%Tr_=!Qas%1>fRX00w~Hu9ts` z0Skt4lf!{A|In6@UsDu;oAt$UNb@+!GKngo$rR8^Z77$y5mRM`0k~jO8Tjk-7~+R? zl^d}#`E%_wZnxvj^Ne}w5Va%cjUT^B?BQIl9m-j|*sa&+-$xG!dLi3~_3UPwcT#y= zA{czZ`MCab@HvZles_PoVa-?b{WyP5-Xsyi^#fNE6*{Dplovro;~mKGmPF!Wt?09Ogt>TPXxR&|i$@hkjOD_gg4_DKbxr&^1G|*O za6|v9%(%MM5=0XDpG%9~5_5;zOR%o4Jk;o8KCI9f%^bH$;(atS%8sq!7W0D!1mfX8 zlVB{yXLkX=eTZ_Y{nQ74577? zmYdHCFlw1!P|@H1w$99pio^psJw=*~xv}H~hf);KY;Gy=LJ_Nm9dEUi$X}$EU;E0c zCBNJ~aS?;ZrqpW%|L(!`(L>gNqY||u>znUvgezDxAi?FKWCU-63FihoOm^Z+jQ z#mbb(bF-=Nq^J^!`IUzsR&j263lNw+W8VB+2}5_afs6w0*;52OP`AXO=Z%_+4SNoI z$_&1FB^oaZ;Y7vXfA)4Ae?3Iz8cOpYr=ub!LDYeSg~Doz;ZxPcIE%MP#Xp?-pLlmCcN8N35IF#|D?FQ#gF#sJFX&(@&LoitRA-x@lqmWD$g{^C%K_0kTZC^1B| z|0xhBLQDtrp}Yr#yXio}nI_Kt)swKk6EfZ}{dfH|vt!1l0y_->Gd37n=(@j}%?b7i zAt19!sI#1h=N$YRZT&lc|2|d@d~LqI%F}zzh}>#@`>c$h673;90XqqUIY2XCThi7v zw6rLMfVq)Dz|77^k8jFZMd~iqKsbeGZ6(M)-nEgj7bFKpVPwKP=;ss8gCn)W!hMSb zJ)F4+z8BbV#uq3(WdeQ}n+=fz{w zy(xV-{|8WT=rNOb#>8ncv*kALM_>UQ3N%@Vq` zno{!4IGEVsoM_j=!fA)gqBTl;XkAVprK{4g%cY`&O5W;f5reUHF6*e@v~OzcMrr^m z)%u2t&R>HG63&7ipk_vFC9)uFVBu&{J@lkxmJq-!#H?D~-0 ztOl~5o&}^D?t1jgbDd5$hKushw;{h?=_+~kqx#>cH@&}x7$qL^a%OQ1O(hYGCj|f~ zL9+0_UzZ_@(VBzh#6JK}Av2z@LVX*K0pxi{{nF*u4Q zDKuJFTOSWCioPcJJP1c}4$yVi*6O}=b4U5?F-2Hb5R6%EybF~z&5O@>{9Vlo=Tv6= zETCZv9D-4-ARVGECXhNr$&O9jD32XwzIF-omdnZAPfuN_Pbma&E(G*q0%xvy8hJrr zzHtAw=FF>X__qA{_Z83gL^sDZb#DkO!Ky6JlVQirzAYJA`(21`#ok;P&}f=dvuKW1D_{a)iVT5wdU+5n#k8ATNmH&+yGh$c^8r@E#=KcJQ z?qx*$)BHqPXpsq8ZcS9t%|(oZFJ=z#Zr6dg(rkz#tM;dHIJ15XDL-mWsO+`_eC+Y6 zZj{ox2sE1j`Qr~PPa41`rhH6|Xj5(<#D^HVWMo`bQv$FKXG)&FSz9*Q;9l+-%lyNP zoKhJy?iG77(NzDP!|S3*j@y=%;6B;9wm|SOve**+WaH63criF zfN#g7yV6ALw{`^6haudP@3t0|s@v)Pu<0DubM?4y0qT&1OgbeWJ1Dc-mp*m1`f?5Kt=C#i>_n zYG?y?A-q<|FJZV~h{06iDu+15I$b6N%0VHv9CAl!xLmX=FAhdvTaSei2Bt_L19hESpA{@#Zr&J-6xU4-IA_ZVoEk z8VhQl_&e{6E!%AfioS|_<#_*$UzW&~`H2tUu&rL|Ov3wRdYb+Hh04djZNXLLG>PDK zpp74R&52l=EQyOd8|F~HimMraa*+DXm2SVlJ^kwguuu6gp`y0)`{H>P-${UwM%>!I z$26(vU_+Ui2G`cPQi?|y`0^}0dWzrLvVeUj`O=y7gl{GE^uQhbKA(+A0FGExHR1u# zBSmU&!~EQ!6e0HS8P8lYk*J~bmrc}49w>rYNTT25m!^yci)nEK_R8-9J`@>CRPtqt zobh#srrICwXbGk_l!v}8?35kT1$t3*&?^^PMl8A>^TqB@(KdpB)LCN{b@m<@Rh*2@ z`<_n@Br;WF@VQp`7n2|Qi;IaV);s|Nv;)`V1|jYYRf%NEjK-Z=84N{{a#FAz4;v|N zWiK!2sO^^Xh2>uC9{j5AAc0lR%MRY=E#TS{-tM7DGhdpn>Q&UFmW@d-PqAqsMQRL& zA=&~(IEz}yYpD7nSFaaxM*o!mMBvUwIS%&@53jqa$8Z1z(Qzmi48g)H&Z-7dJ85fY zE{kojdZW!$#0}jB(J`~C;H0%yyNf<~WEuX#@xD@i8MkqNUWF$cJp(w_qM=6D6wf5w zXQ-~$^TgN=tm<4FE7ml}g)4vmlD86bc1rjgUzRj~d1xjJ$^K;cWZSs?$@k^7aoVkV zbS=?d_ROPfi76f!#Pz&EBP<4R$9-^D2du@^2}_0-m6QozW$)E>xy@Cg7NS$U*yoV< zZk0L0b*H$W*Dwp8yP8CB8ydPxssyGux>?p;3E;H(Fjs!7b+PvLul$<%o|-eUDnMwz z9Huqg>3~pR(bM>wUQQ&%Wh0xbLH;zzQHK}*Yb~{orhB9(dK2tT(5*SJ*ETW6jLxxJ z8cb*7~V( z(WI<+vfRlxQDFKpeY^zl;x}iAR6REc9x5q9Pqf@=zoLw{$jIEVQoIbiKt$LSpp%~F z{E&2xtAE&s{|#c4b_@`#65$b_SinYvXG@2LA}C!F-&T?>|DLTHaf?4!T~b@j7EW2e zOp?_MOQ=fB%YSIzLLf)vm#v{bqy&RMh521gek+p#QGSbCf1LyLHfhk=kO7W*O^c@AR75^e_$oMcX*{v;R=wf=9`M5X;HCZG1avGc z>BclsbyL5Wm(&8WSv>U=mZdk!+<_XPRe9}oM0dQ?nIRoi6#5Z@Y{WX|PG`ZYQLIEY z5@V@Si>Nkk9aj8PvNIMZqgjb?iAoO`sjIjs{=F1bl|KhM8~V%VTaM*nnxwDm45BS5 zrAfv!_VuXPHlIx<1tT*h`k7?D(0{8Vu)9a$yp)H+7oh^41%jvReUJE<$qP_yS4p$` zys-*v4$1IXjSb(2i5)Nuehu~ow|(D8`--WnuW57h>f~Sc9ZbczhEaR+7DqJOtFU)T z3>))F=KQ?JxkDkFIfCXPoxm#LzF~Je(T9m0W!s&nd-*KvTJKZiV=8>cgyQ9tls(Hx zoZ)T(QIi7T#m1PEbPpuX3hJo=JCE3qyK~O zqqSHEtTjy$->on+j(3dj`<}C$EfW%rp)uMW-Ycyc`g-kpvI%Spvo!BW&4>QdE%LEJEv^@0krNutimW? zD0}ty_oiS@5-%S5JH+DvctfsIi8$pnBDih2w;}2GsfZ;x5hTqB%H;dCbVGcZys_-Z z`DpMH$-8hqWYjJ=a3jOgEjUN%r|GfrXt32pP8h zP+^vE1A(@cqbg{#(F%B`NTgifTL-__*7SKw?q>xdGi&ss-=HdwroxY#A5q$X zfds6w%(kXp?;u%o5CUYNN#1cs5VPTZzkd+^sDP34Y3kQ1z2zO$E~E?Patg*DCFPnP zClj!fH*S9|MBWYOA|cE6Uub{lMVPmOvp2dYt0Xy!Gn=Io<~XXAzi?*$yw|o=6Kbb= zT9tV??0S&HjD_p2yL*MKNf+z3u#SNTy1go*En8`Pt&YwUcjB?;3-`^hep3f{y^_lQ zQ99-uy#I~$eGjd%u3a|7T4I%G1tY}g5Qjn+EmmTEH&)A$j~{LW=FU#+W;MO{XMc=l z-*L|?9H`QdZ4ZqfDy0+ z;7^rC_bJaFc7gK~k^enkk-~>&+5^+{={In(MZ9yB`|!NW8O6b0+H=s4 z%7F=KQLQs*uOn=4dR2Nnngf{UPdoK$NyHfroU~hieBB&WXR!bL&YusX%I z)XX={N+WBtEzfMszI`=*Mtdc!VIk@nAz%cVGXdBzAYna>+p^p3WY{sp>ug^?6E*HL zoqv?vBWZWDI1tjpyZ=z$`-5$}h>3>0O~2|uv!nY@j?2-HST;`*1Y}Y1KjpaU5;m5R zKBc$nY%f%x{_O|u3jRy%@9G(|F7ToFzmDmjD1f1V!hb;*JR%9ylB*a2$dW7IBVXOW zn;M-;ScG6MS(|TU*`cTu!^tFfkts6W03S59@iGgw5vqEblNNYLGlF=&25Imr5jzV{ zO7^&N6qrk%hFu~lWvd)It~Tc|c9x)VEy}p^SVIkovpZ$9Avve<7y_dH-Cy)I+~oPL z0N<~2wa|k{wYO6{IQ$D8-=p(hxaid*4K1W8vF@n-cu!|iEMIE0xtY2aL>9|bUk6uuJ?NE?d?BZKVqbX4Qeg&ZZp2yQ7zM(ZGCraO3gL{6 zgw5v->9I4d(19}CZXMm3l-(iA#a~ zUEF^o*17Oa`pj?{L&^zIa1MS-1-=D=6gBC7qc!N3GDQsaUEs z^j4myW`;!}h6Ip0$3x%}eHLKv|KLBr>5%E;ym)CNtRDvSQEI6p z0OBV24Rui3^X-`HatIxDdPl#}Nb?RwKc`ol9?wx~!;8zKS@#=LVUCm+K`mfyK5BF{ zHwC=7J099oz^Y@R7854~w`ofLaQ&W13}5Vt?HaWi_ppLFW2 zRFf@9H$FKT(YH&dR?xeiHXNYU8{VfT>oxq4jkeV<3Qk7WWmmZ~WA^(&>1eCIAiLse ziN&r-sD7JYi)$Pqz)J_#7~dmjs~muwcddTI?AWO- z^t;xA=n$?>^!?~Sj|R!4z>&$yY!QC6Au#KutS3*AZ{t>LPl;I)gqd*Afy=t zhY4lnsCTz_u12Kp;q3r(X^GLC#FRj~tx$QDOTHt8BhK&M26FvbBsI$3VqV+KR6;~_ ze9qOO!CAg8wP28=+ugh+&OP^qdr z-}q1;qn_V6dciyw46j0JVtxo?T)W~iG6}3F=eMDiW#!;*K0Wu#o#>t z_yRY@x*!FJb0+V!8M!Sf4?PX+?Eg-X2lRg;(Sj4g#mFcZW?+~ z0dU}PBm)KW#S(9M`Jog)KUu_^xI`c5=mc}>POm=>pQTY@$eW6B%!%KeD zfzbo2(cX{0PJbYzf>``J!0!1wB^ZWHyfyI(8f}xLgi16E29z(^JSes+o=7%^%mE^% zw)gH!+hu!p&BFq^QC2lbuE@LTyuz_mB{r^(@If(ifVC{(>KbJy(X~zNQXo>en4csO zG8Pir(>kWsp#`PgPxI|g6E4Srb_~5W-?Jn@G@E1$*{#b^jX(~~LHt+I6(lgO=PLPK zpkT*sZ5p;Z8JfY%C=Z1PpCH)&y@aHQumoL+ug`~B_@S$<8K>^AzkyQ-P?h8MqG zH&FlB7WYj6GXMhRzT=kp`}}uNh~$q)sh%BvDGW)IqwZd?MY&s$t)g`5@W9A;Dw%ZZ!s}r4AU8hQvdJZ;uo7fX|=kbd=h=+PmSoN*EnvcK+pczs32_lc)!*()2TOvffD)}}W~z%;U9c&@xT^tAoU5e+M^gV)`F;OjxvsL`!n{FJOL-|{BqN22Fm zpzc;NfMDKbul2 z>Qct+X`O#`$83#g)E=S(Wn?>RLWgS}g{;HTOHtw6?Ry4Tu60SsFtLu{j{)!|(z#!9 zFiEdZPQ){&Q{Eq?gnAdj^UaSkF32>N!UH9Nq@2F{?^jt!IFziOO*HgWhA`DKk$aG! zGx1!#JuMAP>SIAPzA}Yl7u=F~$+a(~*1j0J4!mrCexS zma@I|$I%N_6Qb$i>weC|ctTwS`Pod(W2ocELL$x?C@M2fPeUpfJ1M^G;{$(BSpZ<% z8qN~-dZqYNp`i@w2B{;bDV*f4I6GjN5mA)nQ|cAutq41JWzO2zM>fH)PuP`Xw?k7U zD@xdgL0K-55EGSv%O>~0v@@F9cvOq)FqWw2#$B&0RA6-WOr!S0uS__{= z_7Aj~=d7Jd+n0RaGn8spDn9g*=>C*Hy?ta_p2LW-v29@l-tE6u1^r~-YwxK{p=S?Y8Avrh zsHvqqzO~M)BBa;t=(y7SH8<@N=Y$TvEX@_i!}mcMRhX?F+{#rkOv`g%Mip zLkW?Gb_*uC8K~o<@TP8nLRC4f*m?$i!)}46zmn=!HUWX&S+8Q?AY_Ku zYw`{hU#k$mB$!JT_~eBqD9JHULI~ToFuIpA=pAg&dk_s(&)V>Jt`!9LV z?|;hsw#mB)@k0#HU)l@?zJHIWlL|oi;x3@&r-DuG6B7)UY_3PSNUAP ze_Yc&ByYr!C{-Fv;|LERQBy`7VIlx`=tL4RJxxwTvL*tqA#APDlZ9_ER`2hf?-L~T z&-1Kp3y87?!+r*i*FsNlMw%e^e4h+{>mwo6!me$ zDP;wdR(Ws*fh~;jbWul!&~hg_{MHatN>C|zTDfJzRyXeyJW}#@4-wkxvu{%3zVgJO zh;3A`!!Acua9#+^|0(0ron49Nfy~Sq$0(`Ob0H>C{Hy0}s1r#wLM@JmlmAT&Wo*Og zt*G#0@i|%+!)O5~2t;#5c%=FDrZjo2vT!hXM#<|+n5xB6I1QgzhE2&Rp~NPVX<{VJ z-IfKddHWlzDI3)t9f_J|qGMdO=7p{aTQXDcY~^}s!bvnRaJtAUb*V618d;FpX188x z^wJQIud!OA-7LpjC*^IlK{CbjB$b3n$gKc#nIOP?hC=N{a721drJ2>6%R!P*m?r7W zWRyiTC3Tkj6y_OUkf2t5G_a&r+EY5eb@xttP+560ckhVKe4M>gUvHm})3%OOCHX}) zWK0;RkQX1|H$7xuUtVE(M@yPIA=|sA{I<(d{H}-4U7-Xzha(fQWPFG#ei)pJx z`jMm3VZ*`X3d7+Vk$VM<4sDm+NqA2U;{sbRL%kZ1{@TvWqy}D;p2A-{x_;bjAhpsi zvz&!H?}ss~A+ULUEfA3dKk1VRvYF8>*RC`C+u?GzW$EgbD^iXqx#m~wf{-of+Dqc$ z9=<)@FjmG(wC+cZ?^9=T`-ze+)0@Rs9V|b3mccv@;rqZ+YfSJ_nUhaPYQirPJI3yj zi`oXDVOY|B0|)dZ?!LfE^Uqo>uGMd|f#cJKbZF?^0;>j`mx^(|5>4k;^F~ct;ibFp z+>GOd{*@zt!>#b~W*_dkk89l~moMrsOXm(3E0V}vTAKkIdmFdqRVwy!?x1m9?<$BK z3fN&m0fY9;Ac^kIm;t3|4|VV)KA2MiOo1m!`z zXE3n$ZaS5LSECo4rJhX(Y!5*J@d@T5S%ma6GxNW zu|IpLT6z(+`GUK3=fN{G01-D!%R(Z4h^Fh|WCN$#Suhfadqi<9r0nyQKi5$m8Q(K7 z)f)))b}$o_U63+uwo`iU=LH=vM=P%pm^Hc32&>K=ds(542W}@9S zd2Q9EUID;_YhPKORmb3$7>V&9UzoulTCL=zF=e5*_N+ERC%YdvCdV8QR&f z)?e2x!5l<56Nyy*PN@Xm!4cDo@7@6F*rlJO(Mzri)Z;$byTqyI7n_f`z){K|Qq5bm z9Ny7TB?9LP=fuaWrWFQ8oE2>Fv14x$tDH6>zY@^jaS$~pSkj35Cc>b}t|>Z?&7}6? zd6|-8XSRf*R?8@rLh~nb*|PBcKHX1g92?3MUs|$3T5Ot4ydClEN83Bi>V^PxG((0> zCa(M(W(YHP%frBPN|%-bci7~<9l57D_NTd**JB}V2_!X+iDqRNJ{ND3%8q=)tiFpL z)F2P?OCN*PfkrjyN0#HHQ$=r`LCv66wl&4F{Fe9y@ya^}g%-8(FXf zj#2_qq%cxHQ*B*)`xkSzdrwstm{m?5m>Uc_+I@dd+5Xv9ZJjBuDu492 z3ry2A*apF)ZEf!~ZItQ*wOy`|EwVBdIGRz?IjO}_sd=WIy;z5M{pz@XoeUw&a(Rt9 zyFvS;jF1vB^Nr4B9P&ylQ17<)JZT-$v1@bOc-ogrs->v(_jBKq>m3x3bDP0DN*^M3 zwDtRPmls*3@Z{x|?c{~h0n+`9sKbg83o}H)%SaGrC$Uq@nS-kQ!xr^ zCO=Xt3)mKDQ?m1zCmw15$Tsrr7)V~cgYC?fF1n+GM;*8WFeLC{>}ID)&hMACEfpnk zHF`D7eNwAxf2%A?OJ7B-TI|~5i7v%$Zb1`TtV78e)kr(e!$Cf-y#Y}(dAtB>F+Hnm zH&Ub5pevtENDydV#krZX2c|PkRnoJJ2>Xa`Kqa@!`me{>iN-8I^)o|i(~ZI>o&8MA zF(R#0(U8|^yqE;beWx#eHRbn=?4Mj7awnK;QdR2i)xsNSR$d>~MRf*dHj{=Pw6FrN zR&0r-u%*baj^UnNI1i!ut)uLrz5>&y=ltEnjYdB<2A`p@z#~BWK@5EuyRh^S82&Q^ z{xi-ZVQ4*Sn_3UKfx2rKbj>Gu>!{pA>R9)g>DQ@yyW=9jJxgleuqb-@oB8HH54vh5 z{%5ylDrNb`1}i#}Vy~tq%)NE5W-8-q(N!g$9*?3JM-Mxy8ckewkKfRWCjM>>=3 zTvT}D2}i4DP!uTq`c!h@mDSTKdHwimO>D@k+DXlrri*7hSOF9cR?jeO#fl!m>R!@p z=NK)8#v_ z2rVxV9?l4*78m37jy+&~xaLoflhKcH0CZ zI=W?ym7;~_djE?c7F|1 z@vS7X73OqFuzZ>#9=%_-0Y6lLoIsooND%NgN=D81SRmg+Dk?%}0%<2xmfy~4rQy9y z`Hcep3i*1Uf^14q*$9EY@T;A{uUmdG_g)|C5oO8;5HKlrwftS}?{c7w=lamlMKI96 z1c9QKPA(w~B(jm>+$LVX?^RgW`I`qbG^s#x&^2(}=hVqAACe$sQDoX>JN_&6 zSHzur^kJ86`$EWsQq7;lrCgr*E-wu%GX>x{Q4XJT4`cIo2Qqv*dC2R5c!^%G2E=EL z=)5m@Kx<{s6)(=f?Axph3jfGDe}yFSF-PccL}`RaCTW2I^zW7!IWz+$C)#eVg(^1E zg`JY{n~xpRehFf#%8t~G_e9X5-3xj_FJ@t;^cjp_4%k=FSmq&;SdCgmR}{;C?kXdN z+}gSzzbRj_k%5n|`Ssj{B}6MgqDY&YBaS{K0Jml}FxXdpE_Uj--KQZ5S&;RYJya12 z6WE0p!M9H(X2;LG(BQxY5{j?bO=n%n) z8zsAl1X#`XJ->d>hYD7`8V2VtuF<986+4|jA3-fdaaROeo?{E)dNKZdy~X?*^s>U0 z1zz>*+kA7`n&a}VzgJ_!Nh6R&>b4t-6a=O#gOd+WS!%5jy*n&eoYbi~RET?7n$;4g zp?%Y&kyn|b5_Y6^f%HF$9L^pJxP-0I%qouIbodo`9Px~@9t{C~*8Dg>X^_mal{v#% z2p;RexpEdK(!0tqQwa43BK;DogYmJQ8SpmL@}j5T-aJMqvJv1bd?9DgH7xAIT*Qkp zJ`~b!x(g1z+qP>j(6aaYLT^nLpH{YTQw#UPv6omYQwAxwa5_50iO$Fwq>t_MH}J%` z4;mMNVuP$k8G~~Kp$4X-f(m|1s0xxiZb-%ShiZe|bysU-3tTPv7Q1!zZc-AE_!u zT>s#YTJ@9eXdFw5bSe#iD3++B4LpU$- zbT&kep-*6SNh41tM6m9wz|Qe(0xa0O;Pq8RzFTlCoC_fBPBT7NvE)@zRD@WuxYORO9dKtEAqTA<;OaRKNz5Dc5z9{9!A2j z?sy#_CCuH5tFRw3ETZc`U-+M^rzR>M;h`IX|m8~?Y9h&Gk3 zRSuR~VDqG8EY;F5h{ZahPbWby-|Hgel*g0nA_+0w!%0`P^-JX+#V12VxdwXW^$Npa zwnUXKkh))8Je*H%V*E*(;vL*h`#-rPDL?whhDuCBg&nPD>6!)xK6>ZXW?G@1Q~&Q} z(gWAo{kmXTU2@_qaFVoU{U`lpjJI`W{TEQr{alkXlxcQdp{Q9;msd}<8ogjg25G2b zEas;;C1pH@Lu_C42chy$blIKh@Dite%`$)|^6sj!Gmug+D#GZL+h_N!c@q0hQMbRr zUgT_TfT>t#suo#$%ALWscVDxLYnG(wneT;L_doxDHK882`g zNKkli>pdpsc6@31=)n9PF}_Q2TZ*O?P2yJ)fi6;82#cUad(iddE84n`Yc6L&HVB1d}365{fWw{pVLW z_LmMO$@QB$=qNwZLdKWa{=MeZ=CGeWnZ)R`-RLn1QV8)_ zheSAE=XV+Qklc#Scru<-5|*88=0~U$|y9YSgc)E6+%A5X`?Uv=`EOcSP&F zHOqu2)kYy7a_63lq^xo{_p%yFhr|RPwYvCUb8(#C9(-+Q>RgbRr5I{iNAW1zw?~pF zA9|wOHEFK5ZpUic!(@`ksBHj8oJi5uwHj`j)+rr@ZiNx9YVI@V@b>b?FNWn}x&3q! z37wf8ULMoM^xH|sTGJLz%aN*i3O4oJ740fo2AUoo6-jFlbmrJ}KdJcAxciVEZ?0ZX zEv=5OP<{y2c~y7X5aQJ%;Xp&fTX0wiV0!?-1Vi6*zWG_)qN|JD{3Edc`t}?zJyObk zf0F55x3t{2@-LLA=Kba_V`A0c8QeA_0ILUE2f+1+D$rNcus=#n4H(mXetNsxyxM| zy&{UA2G1-mvpb2vx~kViWt+`@9~Ra>DmLb*7Z#c(^5}28tWdJHsf@`6-ubb!H;ISh z;0-uC{O=E?JZnbzjzb@eQ$r_or~dbag3>-t7FAY#;O=pq;S z=vQ1le}xc4u#!Jum_2U$kTpTDRNX3}kd0G>CxciB3^?={bE(c0Jt@F&Db?WQul3kQ z4t$lmgZ{13Cp_eA>z>YD>>O_7aXVvgTR#|aJoz2Bc$u4~%O71yybCMQyqhlh#v z+&L6CI|sE|aNYll$joo^Nft94mM`Z5{$-}Qnw9DNM8ETd)h551#oA)yPfud|AuyF12eR9Qhj$uuauq7y4uCmN06}-k=i!wV_|63&*XD@0BHLUy}*;huqTv4|3N@TFzBDKY2jb%LbW%6Jcfv ztZNC}DHY&XS@}d8M3jNaPq?8v0sZCAMlucG@~=O27Sj|;4c=8@bthPLbRdVMj?0hxX`U(Yv5*pJ0zKl02!Pr2Eak zCUYP7x%xb)N*Lds{qL~{!B6M`kjD1^Z|p%{F*lZASa_NC%MJ%u`CLA;5ojVtv^vbi z^I#0)YM3DHUU63y>+xN?hCn+qSFc+Ez_x)Zull*W4GoF4z=iQn&!!FB1G}-vo-9VQiP&EY zf0c|ml^u9Yr5?O2g6W{z4f+uvT3?M@87AL4c+wko8<>V9H${4YRxBv{{zD-oKT(LR ze<*}y(|@550j>XyLYTZN;b~A0sQeEU!V%j&zqCm0!g#r{Tzr`md(YM9qx6SwC=m9L z=HD=@%*2XWsM{amv_pj-LM!OoU|YH~7})bHR% z*QT3YqDBT99=s}pnbYak>OV3e2V~$lm}SdT6eJ4X-z%!uFYBtph0|L=ErT#gxK8*wapu(Q#A zK9c;v{7o3=D3!K9rQ= zV@$c{lgfmbI6IJFl+LiNiqLhi4iwo=LHBLurbAhdgD=A4^V@;)NEc;uT^xhkn@PJK zGVBqSBMUfrTw$Fp5Z{m#(}JWYx(ad9O)-$GDZADm#ZwWpx6!qR%y zh2%3seT?jg4SwMVy7ejzEp1|6s{(5Hm-okbU#3&;3ls9I-*@7T3LxHRN*={GUhuBF zoh})yTEHKlSsB6vx(cdSw!6zb3AcY~mTP+=Lc~aX?)1bjXw!F@$dFDRmpX&6IQcL9 zuy0X4xNtBnq8=~iPYnlYIftg&+ZlTv7mWFD8}}4Et1g8*jSN_$42!k7)t9E2oTTvR z;?e37;83;otA|zA-2e+YYV1=5bseKebWhXE&|xNSE~MyQQn(@-`Uj2j!>&h907%_C zoD*EVCNuZ^Z-Dub-ryYx=dbE!pnyNx##Kx|M3$@X1NBT1V5-c>!q9rkPUCaFVG4Rn zb8{_E9aTS2)x{FGG&R>1_??{Q8go}(u5N!!`o+Tju|a2630QU<>`iVe78%w-{=^m- zDy8W?x4<%wM`lqB2zYZBP;P#J9?pSjp!GU}vh+dz=_>;3#l4#mc5Z;H~CoYI;vD~t9- z3UZw&9U@NrscN}PKI;IH$nSf5X&~3589x*Tf|B&-Db{X5?)mbtB9d_g_BUmFImO%^ z8fmQL`AbO+V*sg&{cG+Ba%XikwTOYZR3R5oH_6q#y1i)Zfx;OReFB+-zu&Lk>{W-W ztMoSp0MiZ30MS_f`4x_|pLfOaSopei-A*l-^5 zXz(wJzcpZm6-W)w`9*^boGJCn1f^SRk$$%{MbB(0^wu#-e>Ln?3@U)r5E~R-So>MD zE;-CxBGhw}K^o-3cAT5^GH(_L2L5GuIkttT3~*3xSrdtx?{{266hY8nH;Uhx-^OEB z!>nbJRpdFP;IdY!u(F9nxM8ryTaY8hyJ^nZ`g0(O{_}AKhW0eI*=9ffC&iSp!ofu} zJ$)w`ovEVLXkL)q4T2uS1RT!0w7rYW8IE~uqbCIT4`ro|A)+foIjfa{@>1$vPdf$! z9)Lo#Oy=Psk=r!n-OPGBUnfr=+m#@3+!b3VdK4l2?OvCUARcG=argr1pWy09Jr1} z&!O;yBFoh^#m7tA!A~{{`>Kf;jTJmD0eyNcAG?!fV~CIGB0ZVunsUb(bblvXQc|rC zf=Dq4u_KJJ!3)~Es|O%CF<&XhQj4-6a(25mGdLQP__MNgl+V{yGEWVBN3Wsv?E88J zxS2{2zUnVGFq~V{I}9uI8oHq%5*EoR0Rlwk4(V(Jt2!}|$q(R%Q%0<*d9 zoGMbxQGAD~$ljR3RitW+WeGpx$mk~GHcMFWYh!YLxckd<&I*H54>3yJ`@cY7w#_s{ z*7wN?`SmHVyZHz@>*>O6TIgqjLf84t@_nebdwu9PTHsl_#q5E_C}0yxMLSDnw}DiH z`bBDWA>hy{_B7Jr>wbT?TT&Tq29Un-jC~cPo8_ha_zSPirx=S2F6b}GRUl0KH69+D zqS7UM&~b9g_?g|K!hyD1J0P{38yhPSh3{m*%@^DQscMTPIn+R?*qCtfWvt&__jBg^ zcGvOgebg}jk~_CvRrMg!>Qqg>>p|-wGsr#GpB8h$uJKC<5kd>qzE$U<9FV$w?(R;j zUbz?alG!|i^6A{C7?b^_eW~ej7Pz@UzH`I}5BdwXSSH<)n+zXw!bxiS(1?k}!I(*L zN?e2lJyQ8~JKrGdCr!NT!x9Wb?sy0n$#F#Sii|>|BIv8#=HK4@XNh)}2py7<5c$6NnYMu2!A7ZNMX#EiC@UX2$OSFml44BvtpA`%?_re~&hd z!N~BW_sIMYYuq#lp&UMzE*WKPghR=YR1DIpMA+A|O;C>br?JcMt>gqIl;D1JQok3=rqJ`ulE{u7j8IRDhE=VlUlm=j-|Q z=&=IfL+={)o@fi!RMe?a1GVTo*7}g^z}{DMRV*;mjGS!Tb>I0JUS?^76jDPJo{)(& zE`*waUcSP=2@vKedX2HF6GvUc~?}1In#&at{aJVCW z`XYCK0_~ftb2%C&Q^>o;>)L+EqjJ?11r$r~4GJt{PoE}?>QqxC-`jSl<2GKK5N?EY zt|Rm=-Mu{07}kqrA+-;9Ix6pzqUc~95R62+^Kw@pXQpBk!2@eeBsfT7jx;K=QW$U( z*nY~CK+`Q$(MAk>(7iE;@y}?zUs=6W<|cPEu;i*)bJrFHek)24sd7*sbfhiqRCYlu zcnsH{5S$yXh?`Z*YT$c=iuMEq)06T1#LMT~Kngn5heg0*aRl}i26?T=hY{>o5k!(; zmf-qxOaAY6Y2aC{j@gW#;2?RqX+qjlIt-!|4kydx(uSSn$cjbESRJ20l8}6@)(eKT zJS8F@sn)qMKHRY+2Naw|ikLI=*K7(7H`CLteWV>GsFFt6rGd#&JxVG=DI8zztcKx3 zIUKWqccgTGi)nbXBol?~FMKghMImSW>>0u1H|#HTH30Bwb7WV(WImF!_`jon9?;1u#Gq`S)ac|$Vo?4s|JwY&-p0vG#Gt(Y zE@6EG#RH8?X8i_A`Y+V{7se*L{&$%58G>ypIszxefAFSL1T!9NT-uD6n@&D6S z|KGJ@0nlV05>Uc_jdT8;kP`w;?jivtApUoA|C3+*&)oWdZOA`B;{~43X#cZM8I}L} jSikf>j{MwJ9j)ou+(ZOJ0VZoHjY7hwl;7Vojv;Z=owrmdry7!|hjW?k+ z44SzfshOKR+E*f+O$%4QlLglE{nO1=BsTdl+s7$w_e4e%$e<373c+mj_V=ztU* zuju44WiuFPLMIErIf?rpi$A{(ywrmwqza2u_bxR??OCOkEX>$w>);xN3nD{d-zB(m zye|+p_vm`dF=LGg?oRh8n+r9b1T0qAb#1yntZU%B9NsxUuvCdfHk7Co_~!RIk_d9f zz^bDo_LXS$wmV%CVk*Xw)95qe_Q7dh`5mpp4{QYAExwKbuh5g}GC6)mn4HMtLJUf* zDkRcCRAn?``><3D6aE}>G+$V){y>*%&sdDZEahWMCNSNGRKckoW^~i)PWuRFe)#ki zA5$M|L)gF)*S&k{_l*?LUhbArO->;XXthXJwSGN+g`wmbpCkV+8p)ZlMgHcPb&Mq^ z2?P6bC$zJ#1Px8Cp?mJFHGLgjxTMRa}t;#O4v zZq123i5e*WKBCbeI#dmhV*zf8aEPwJKG!Oj{0kGx^om%0)wh}wxfja63@R2V#HS1~ zbs2UFdZ%YeE>EAtt4nv_@n<$ulBSJms;otJFvpF6#xR|k;o3!tG5R=)_}(WgF`prS zS{ZWolpOr%$zP9XB7oi(kB@bJ|JI_BfyHc_VCQo93~e$^lfl!}K2gLdYN#g0_wXo_ z>yFauEc-Njm6fFTYj4gcL{t}2*I373o=nGox_)A%Bn;QYs^ zQ)0lKWb%Hleojd_xKDr0nZTeuF*0{Y6xo0C6V%~edsW-WHn;5~t;*C+@(lQAaNqt- zOU=Lb*8V^2Ev*dpALZ-cx{+;sG-S`e5K)Ap2gXaw^fI6XJ@N+a^V-J=3MgmTQ03dm zbNJemM~S?Vc!nRH*ZhJiQ6k2aPrf~KzpP_bJm(w#$wwr7PE#b3qzJCks-oF{YftA#*NWzOP9o0B=CDHYLTf1hpeH<*0h2Dng%$Bf3A(>M=28$qee2cRGZ(Oc z1wU~6$@9s98 zASy8P)QmPtyRa9U^eGRqFKm0OvkcwT;(j|~;$E{!aror7_$|?JMf;{aSa8Lf8Y6Gp zi$h9v#PdJViPdm0ms7daoZbJ=WlD~P??d?V*C-^A|GiA>vY_AP|Jf)Dnz*h@El}ux z)sr_J08n*S8MOZzn*68$D_{OU4pwrqBLJl-kPAQu{f|}u6HxGPA4=X90bn&b2m*@# zCxs^rpa72kGr7p)dpMHwyWn(y2SB^j{BS z9i}EU+{;e1WoA$da1}Rh3CO#!=(AeIOwqcBvcuLqnTWN|1HK>z)fOHdH`@zXdn-U( zs}imp_K*6+x!swhKDh^RNuu5Dt6+u-9?I+|;1;TEEez#R?alNqP7^NO$nH_+FhVg; z;ee9Ae6&7VZoZ=FZwJpn>VDT!$(0cWr3Fr#?-6Y;nR-es5GYJem=A3jgwU;I&S0$c z95&P(!ps)$%!w&KHv}n2JM8$iNh_DfEOxKdX!2iSx#ifm{jTV(-92kHA*4Q|6)UItf15hvuT>jEPi(jO;#-l# z!Ov@kK+;i`(05awx5$O0M9}Lyc-MyAro*r8hpaq3$jt7RA&k2^xu7;k)7Sp|lhLV4 z(T?RUZCl|9vfJXd_%OJtaMbJ}BDue`A-F;M7cod3?f!m$BL*Mlzg_>&V`RW}hgFV+ zt#>}Cfz+%x7j%i*{XYAqIO$dUxKh&d+F9PZ#1jbtQqtc-XjZ-n}H zK2?tb58q$JAMn8PiwQ^LXqO!#l$yw5i9&A!0vzppuGT>yN>T`N3@m%kqGMJUSdcgB zRrBJ;^Y!lVZUBC+0uBrdIwR2XG9qQg{rauTo1F(SFk6I12JQ}}OlW#z*vPB+jSp1p zfoHD^Pu6;Ds4ErbfH&5 zN9fi4u_b+T@d<96@&SZjN|#%giwo^tIzA-cX4iBp0@iZ_hWNc!K|%SMC?;qTfkbYQ z9&7H%UrR~+QGLi?CV?e$gonqJMn-NNIr^T55V>?~CA;`xNGH3puf8-F0wJyXhri|r zX+uJeZ(Zw!9JAC2U31tbd@R}H1X1@eQjS>6$PvPQ+)blN23UB=8hpH#v`L@I5(BPUy0sxWT zm@(h+xASEhj@gSROM!Fd+-k7H_5NWC#ZP6-S%LK~|2 z4nI^vLcGG^$AG8qqbPvq3puhmn5=F91E(JMq-8%5SXl&k=TFgizC8UELR8(p5_J7} zl0$!|5>k@bSUxBmvjhMvm`iy}*ry4BG+AWg0MSgIXe*DDpAt0LPgpnTA^w~=#Qo^l^Sn^9AM&BQUUT<*Uqz{Jt^ zV-eZ|L?bm1u{cuNmR&;;QZVphu;h#!ws$x}p7jF?zgRUxsJ_x0vU<*|#wR<4oHV_$ zwne^;#HO`3rttNv6~5{kyHQ6&4d23&lOT=t(F5V&NYA8?59O@nB48`u_7|n{H>ohG z4^oGF!6#*jFA?RfFI3>%17}>Z--fq84w_wuG^4GsPgN5sVNblfPWpOZs(Ey4>Q6Gn zW|gRJk{R9~7%3&ug@bX_)E&l%r{h@w4aapjBH~oU?UptRHsuu@H#9_F)bDKl?(JP2 z)qw?QEG+j5nR5IXe-y19Zf@3}%Sw0SSu1YZNlNgP{Ymk}L*^T31&DUI^kDpZ@~4O( zsCO^(4f;v8{You7_flpFO13uDd@D4_w0{sY{OP3$Pb3+D7Wut^oPgzYPQ}{d;C-8{ z^K#B^!`Rx;Z$^zpXn3XcA=9~i&CWq>hy!F)PHhM-RUT!G(kEc*9V2YiQUCH~d_rsg zl9l$ZtPd_(ni!v^Q!(L6rB!j?xdB}L$KFRa{KiT11^d-P2z$X=Jrz$ykisKRwwt7K(Z z;V3nVz%ouo0Wn#~d)f{{vY&X*DsiSwI-#?~{}ds(+ZHd+mE7ML(fl&HUsg%3rFg*{ zCM9JWyR)spQF>TtxG zR=Pn5xn~W_U&K1hqKC#D?QdMuTKHsXqm1vGqI^z5R|MbXz-h?FcU}<6^c72lgXhiY zXqiBA?QaBj(Gf7DCgEZJH~=CTqy(k&o~H8RG_W}tlP46|DM(Gw7in9AJtG%cf)1+^ zu1`{&wWq1A{s=bctZj@-aDx(^<%{YfIzMi1&QGbc?=h{tO`qi$V|k5cA-&kswS40J z#*U*Hno*7u9P3565UpYZCDa5NB)hG0gn157P3{dr_QCby!Iw8Io4^nZ^%Kw#4ohMU z^j3&c2@YrJNjS2PE^NU(xHjg%-OI<5+M@mtdb#ml@%kJpvTYPO9UIRL>g+wq3sf)y z`?dJ6lQ9_K?FLLrMsy++gLaoh!Z#ISk&rYAqUP>zWnt86=>Fe1c<4lPVIt^zL)8D= zOO&z4aD8VsCcJx?u>>;hnG*(U$gs2ZHZN`9z3RTbl}<8X?Q2v;AoqKwJ;?eg-@MQ) z(sn|yzjA-&%{syQ!;yDvzhJ6yoc$#78FxS|*BF&u6Lauet5u8G$ZQUm z16SQlUy(PK+XGxbuDd=a@!Rk3A$}kA_i>;0m&2)@kxzPTF5AT)Qs*6w?M>GeRxW0@ z>V%)TaJC^J7T=aDmWMVm`hGqFi>`m`R*W&&7(yC&fW55WGt$`@q5z$p%xoa=O-zcE zJx5=zyla}-Ux7X2%Nofz3$~H_O9**AHQFSm3scID6-w1U+zVL;3Iz{TOSvy`8zs~G z$Cy_5Rw$7O>|CmX(vgUOW0nO^NVU?73$QpTlINFdBG~5ppA5nlbjq9;5>{2)ml^71 z!MzxBK8}HXnL>_D${oiZcq-8DE+3ds`FB-e9p`B!Sit*(VoHI-;yQtov1__L;Zm-# zD%w(cRd=W`Arfi_bjG)J214iCX%@mlHMzRZQ`l-oLXGbIY|M45CM1y!Lc(-Jl5=}9oRO*RZw-I^s_6Wf?s^ez8rfb~;wq&;6dR1Hb;rlj2 z7rZoze&AH?$wfgxyTf|r!N*EX2qteM!uy<}&duRCE_&ME6n=Djmq-FG3*O8`&_J0I zO;K1!b@Wy}?jVp!X|`YHB|E_kM3mxtbJI~%e zCyvV!9hz^&sw%+4^}a@?oZ~xCQKw|QPHuj*1mAbXZ=TM`F*;gaG%)ffRvOHwp?t{R zde(%VS19{-rX^65*zfu9D3n}y=tz?xqa53NnFc%$5xZwd$fQb2|W zOOq2AXEn-T;rnYV)jL`#&IG3sya90Vk8Zm8!M8o1$Ty>P1@JU6AEg!wQoTk;p2X(p zY{g?sHe4iGswVFq$vdmfl^o_|>&B9lEi^+V^vJlFhD}1k&#%k+P2TeB{_R1lGTP~I z^PTUIIc-B!>0k4+*DPZA+DJwDTYw#NIiDRLeWNfbr&|s(jRDB3sg4SJzVqjMm4~$^ z%k^nR%jsB%Sixuku*=W0}ZoLa7kc1X5A zwuc_7h1e$cSh-e~-|MI7>|qyTA@`m>j+<1gD3wE&m`7Ebm#f0L3&+XjuK?wcgoXVU zMUv(C$IXf(7x;ZXo2Zm!>`9mP@?p>Qq%$PC&d(Qrr9`c?(TN!{JL*-r$j#FwhzT?C z0-R!rTw?u)yZybWwlKdipl&uo}qpdSXc>mN0kU)HBEkgUCXW7|F z;VORV`|$e*k2v!8<0#EnSyx;H?hkSP--}5JPhetYEx@b%mM$SLFw?I4yJH__n30UE zn~{3fVu^d*l24a`tuOivhg~KqxqiC*f}iJ^F(U+uCDv%LpGs&1W{`$>E}nEl5`GJT!BnfN$-7o%bi3AT4sv7|L#P!Xh(X&g=xfTr;t|z$4xZ%HLT7+&h&Ut7lgsYLPWO++gg=D7 z;bg_C^?3Y7tvMXTLKW&((e&a!g1to{62I!#CclhT>v_w_xB;@c zwDICvq8=0PCa)NB{9`pIv-qg5Yd_Q%X%&YRx}tTbtHNdHomKlIU-m|?lfnJOxOyLR z<{DhhlHjFxK$Q_!icW2cf&n|ES{x9kyMtd#W)`J{A-llr7>L(-@!J($tlYnHb0nf; z2Yfn%(ApA#xIi8DT$RxsLGVdvfYy0E;S8!psYc}fONP8IQ^bJyU<0E-5q?`Phax$Y zdq!EJzV+;KK$?vJ^;%{f(}j#>5N5dKpbKl<4SpRp^U*=S@A(F4{6)JR8iZfM?ZsyA z1iO*2?(hpTHcSM>0ASbG{tt&99>af-!2g5h&?6vbSpC*s)0MP^gma_wwr2F=tx8Yl z)fAi)N#XgrS%FqlvuQz4|4`BOblhFH!2G07v@F**a1l5OTokcdD+`SjnOm(4jqE51 zja-fFZMM>}7RMV&pjIqoeUpZ_YNfrlNucPJ?-#t_2Yx_A@qD-L12gJhEr**i30(ppmT}D*nlhu6= zMBgEv2{?Lec=fU7urBV~b1a7|CZkVtqYIh-ZbTK9%_R34cLAEyFl;mp;SR0mMhZgC zpoxcgTfW|vT*c&l@-Hb$sU@jeRJ{9pvk&pF?s3@;h4(%1m7M3-5_=|Ryu|u~AMlED z!r5QDck2aHOSS3;XKN0CW-a&iTGHB2@CiZkp5=5L(Ca?_yd2Q;9Zd+5?ZFtZ&iVr0 z8jYQ&OD?CwPg_eWbw?@IWvqId-W=^?5@K`Q6YCxlbdxQQ*_MaBrBAly9f$3RkG{Tj zg}-#MLh!HODx}j?X6wk zWN@{sFsbSA*XpHf`j2#JuL?#ob>h7u|~ZR~gQh2Oo9 z+`>NpMi6xMax*^$@@mCO)%+B*xN06Hg*BBC%2jZqW>aBBW5h93*UiElR}^Tic8CKc zX1E9zj>#8O*69EE%2ZIpiAWBDfR+;51@n|6HZUjbnno^9D9o_7dGOqe#AZ^Xv3w%W z21gSl(~D%Qf{d5~r^u02s#d94E+AtVuc72+VF)qY;kbqcrlrJYp{on(kSaBhX#aZQg{zCek;M;X0X-G@uKk46a9JI*?^JT)+;%% zYMY;Gjz8_Dbj4pum;AszJA;L$oMXqL!{U!smQ&>nWMBC+N;JjM**#k0#EYg5#g(4un?Jht?FAo(b zWoga_EPqUJGHZeR7EXg`r{UCn_NzV%s(#BJ>45U_^}#0_8GG5*i}?Uz4^FQA4|v(e zlb)X@R$jW#cG|REom2uhe}M%p1v(!wL}72gJ~6rq95!Szv~(stc;ww41C>qzmZfR-G5?)m3)WDol-7pQULdX_gvzCecyHMLC z22D&V-w_Vj;OF6xFxChq04t8qm3jSa<~^E4j#A{rSPqTrz`5y^IwgwVd8+1A&uhaUAyN_|_X-Qvj-fjdb1^ZK<5>#+h~siiJR z#&R=s;BOK&c|h3pnS8A}7y7`1#Cb%k%DY6A$S!ue6xdQX%q*4|D&mDCs=a##Oy3w? zcR*ohyClTW^a-*2GuW!YkQ*+v+c5Q1^2}UmRbf&#z2?Z#KGB9(sj|ghk(9m%xSNYvwf5sdB5Xn1ql{NYRS|2kbdaWn`Gq%kS*s@Ny>@h_k zQH87N%`4^-r24si)i#Xus7X)K;zVhPdw^MpUp#UOa-771kkk74TI{pK&zHWPh3DW3EM zX2j$8`YRh4ATK^KrVuAG5<;zHq9;Cm?BtdYQQ%NBJdg#~#Yp={E_b=)*B#MD0Z0Rr zmcU2JvM(*m&P8>=(eIPOI#(%%=F}gWjHA}oF}suZIUEzjvLJfv@PQn1>6S(O+{MDi zy&d;6S%!8k^Ep_9PF|RIyFn~{&&g?hYbIknb+^>GZMzO~EGoU$o*G!?+iDaRI{(pg zqvaZz5n=pn!@b;^>*g|y-G}-{#8|SVOxM;EQn5A>Piq2T!&IP;OiovtrxrE2>X+o? zw>_BKWpkO21>_`J9;ltpnSt+@11rTF{Ug?^GP8kS?6M8J-}h=BV7O$oiS&0S2G9mV2fZM|=>E8s=YTQIQdlD^9=du%WW)y{3u0E8bQw7q?(9z8-`v%1-{hT<-{z zeG}^+5JNIkeHsm$^Y)bSy(y{u_8Yi_19m%8CVgxswZara5-o{<4mBm6YQ7t|_&s4S zP%<&@I|(DRagWECD6HPNABP^+Gxe=0a+5O0+VeFqiaM(Q`(>-)4<__j@yNt{gilqv zVON{gTPa&(PC8I{i6T*rj#QpKubZy-)6+?W*V}eNyU+bL#`D$9JN3=M{Bqf<3S$z^ znad^C2D?s|%#I5mZzDVKl{&XaB5Wp#AU%Ij`%qjLxHmgIyPBS5x5;7r;?y~eb}XV$ zJNyke6JM{LR#^}~XZ`^amuI7@`$TBDG=On993k z$LL3h((IZDdp{3)dUYh#xY=`;@cwrv&|`w_*Tar@C2Yigw0-87-tb&+`hX_tP= zmeuWOYyz=jB(-b4Xs!#XQuF*Vj#`da8K#GLSf2tluEbRy#<+7jUNv^ z@(YLDJ6t!7U^sie>b^h@o)v~5MJNkMEyk~W-@T%4m8l&&WN=O?B=QX~45I;OJ_lzu zPf`R`Id`FglgxZtXeDo9`qyw$8RV`I2_~Was4UQ5{htbwDR; z&35o8kKM%2)#0dpPa_noGNJ%P$N1zKxjmxj$%m}-@#TVAsc6AJo$4xNMwUqVtP`lg zy2dusyUsKq<7)09`ADY~OIGZk{=+$2xdg`BJPds#ela%B9aT>Pt%p<69*kr6JsfUw zPJ*R~m%h86en5F?tT1b#&=8e>K$=!zTb|fRVz-{FcOk?>h?OW}1m(x9KHvBl+{~0>uxGJ}V-vKGe75Nzn(J=Ey{}TOVDCRzx&%@aZY^PzZ0I< z47;+ogk~Z+B5;oaMH-)T$Bm2ZH-{Illc*GKe>Xcxwy1>5qa5)$ukAG-k4XE+ahKuE zv0h)wU+fWbCOOb3&u|&AwVTPp+^f(|ss#z77r@|Mma__1gjUpu=`rG{N)b65YaA9g zuHJ%IWFFUk3+Je>93~fA+(BesJg8-&Qy{)DA-8p|6T_VV_B6X_ZH73Fg#-s1j|eyy zsy&53(w>zx*q+4hPu$)QwIv@O@}~$@Pcug2@X^A*|KXxGe+xq2P9tZTA+ha4ArCEI zUK*xEP^?^k_)(TR@%Jhug>h~2(V_yV8{#;C9gS(!8Hp2FR}7)3;iTWFFTtJ}3O;3v zOE}AGW7Wd~1XcS@41otEMlclr9L$(VVvcLwyLOT$Ne|BK=fo4?&BJQ-xLN+2OnU0m zec)KSXxC||>V)kdSosCgUuh^AB@s)a$j&w^?)u9)PBn>ysTv#60*P+neLD~VE#(S1ESL8{ZoxRkA3ls3?qe9RWQ6309L)_k z+jmdp9`C=?46q!HRF)v(NzTQ{W5iWML(iuSxa)~c+S8YNCBiNUi@ttQ%gC+aCX=*A z=MBQO$2vgp7Xl~oHY*+hjFi%6MxY_rxt5C^TMSBImP~YfgQ_U3u>rO2Xww&J0za6nq~f*9<}^fZ!d0q>qaDc zKr%psO}uqk{_b1DMH~}X3*xv?YKD@N!nC*u1x6QF2?yVwd5QLP4)Ba($J~i9E{c;z z#W`9fF#bokl}Rp@_W%&jUT5*3IFTd1T^l=1MxLDmuh0l!oZx@`FsF+Vc z`!GlQ%f=+VjwfLJ7E}l!fS1Hh*%K29?D%_HZ?Wu~0i&1AU{xVW`bF0~H%~@Me$m_) zsu~WKQTlf9)PD`y$4V=lL2zr*G{N$;cr%n!!yn{`Qa71Cfz;_!&`To*qM!Nm*s^no0M9i@F zx3_shsLy%`GejFC<&58Q*WBn!HN{7Dt)Vd)yS+F2VT#Bq)M!t2m z_jGpcoKF-{I3dUA$ zwGsU&EP$sNB%KK))?tcMsaO>}@O>|I#-v2F`t6_Fc0+4S=XKhi@K{yhP@5qhvVL1$8 zaOJ!1@?*#We|5yrWkj*7s@MBo_*l{1CSOJ-4KLam&xv71H)oQ@!2ad!6XG8pOphIO zRX_#?W_S$%lS7gOfTM%`Z%lFWksW{?R;f%{`5&$|nZo{mQU5@f$tLyywtqmsEPDVy z(!W0B{~J@7d}0sa{m1&@0KfwWLC04@VuX-2?-3wRJF}cXV>MGIpeMv$p#0xulgTh^U6p zp~1kM@xj0_{$uE0Am}Ana;zhO82C>H12n#t>0dP5$ltDL|JAMS{(s3Zv9)nh(l@X& z{(p%HuM*Vu|2sY&0t^iGzs4Ip{%;+Pot(^VO#d$}_5aELPc+^?lvIUy`py0ADfXB%%I(92gk#-zV&^n!`kY^#%JMOk;vd