From 6b9de1e17247d2cff1f8b89ea9ae5b55c651ea66 Mon Sep 17 00:00:00 2001 From: Martin Trapp Date: Thu, 26 Sep 2024 10:49:38 +0300 Subject: [PATCH] updated talk details for Hannes Stark --- _data/talks.yml | 10 +++++----- assets/speakers/hannes_stark.jpg | Bin 0 -> 652131 bytes 2 files changed, 5 insertions(+), 5 deletions(-) create mode 100644 assets/speakers/hannes_stark.jpg diff --git a/_data/talks.yml b/_data/talks.yml index 8ae913a..7ebcfce 100644 --- a/_data/talks.yml +++ b/_data/talks.yml @@ -271,13 +271,13 @@ photo: "erik_englesson" - date: October 10, 2024 at 2pm EEST - title: "Generative models for simulating molecular biology (Tentative)" - presenter: "Hannes Stark" + title: "Generative Models for Biomolecular Prediction, Dynamics, and Design" + presenter: "Hannes Stark & Bowen Jing" url: https://hannes-stark.com/ affiliation: MIT Computer Science and Artificial Intelligence Laboratory - abstract: TBA - # biography: TBH - # photo: "hannes_stark" + abstract: We lay out three avenues in which we think generative models are especially valuable for modeling biomolecules. 1) Hard prediction tasks can be better addressed with generative models that can suggest and rank multiple solutions (e.g., docking). 2) The dynamics and conformations of biomolecules can be captured with generative models (e.g., protein conformational ensembles and MD trajectories). 3) Designing new biomolecules can be accelerated, informed by samples or likelihoods from generative models (e.g., protein binder or regulatory DNA design). + biography: Bowen and Hannes are 4th and 3rd year PhD students at MIT working with Bonnie Berger, Tommi Jaakkola, and Regina Barzilay. Their interests center around using generative models for biomolecular applications ranging from protein engineering to molecular dynamics. + photo: "hannes_stark" - date: October 24, 2024 at 2pm EEST title: "On conditional diffusion models for PDE simulations (Tentative)" diff --git a/assets/speakers/hannes_stark.jpg b/assets/speakers/hannes_stark.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4aa10d050d3979d5537595ecf8f08826160d796 GIT binary patch literal 652131 zcmeFYXE>bS*FU;vM(@2R1W_Y;4Tk7MZ_$ZP^b!PvbR>d=kOU#hsL`W@6kSBGDOwOE z(d#gCZt_jOzvuTqFP`gM=f!z(_PA%S+4pX1?Y-9e>;gB2n*vnY>RRdm28RJn=mT)m z;D=g>y9)rix=Vz$s;Nvk_G#>_AL0H+6nox z5PxZrmjwUhfeIf7Wn&dBEhsj2^mlgl4si1cggBic=g?A7u`@8zSJ%3v24E0(ksuAkp-o5T?_O*rduGI&L8R^M2{WQ zuD|J(WBSSoeJpw?kBN~ABw#vdFv%Po{9OScJWPJHkT0hq(Jgy9H^Q{-GTMR3KUYF6-o= zs`H2TzN&XT-Y0dsxT_yeq!ZdbP|M^G?Hr(H{D=1UG5XtHa}RfBWz3t#R>BeiwiBzr1?|K&k(< z>*lWYw``!B38eAAd2w|3xBt%G%Kz3GaQScFoSaqF{^WP|HvP-5Z{WqhZTVh3(Tx-N zIA7KHn;sBs{I_f%G$H@g;~Qx3SB4%A+Q;+$q%1IitkEUF0mOg|^ihLi5a=8N%~t?a ze0)Rw-Cf-RIg}v{bLP;?d}B>*so{+q@{4FJVe0A8;;2Kfh{RCi)rAbUpwC;=T{2B!fR-~&QXzoftgpak_$ z8|VWQU;%7_BX9#=z#m)#;UF5^265macns1(CddH=pafKaTF?mIfi}<$`oJ*w45q*w zSO#lg2Vh_@7$J-tMhjzxvBS>71Yu$@8JHqW4R#4;1hatI!(3tBupn4C>;^0jmIOIA2tq~hAqN2UB3jUxsfZ0D=_3fH;E?LdYOg5c&v9gbTtS5s8RJq#&{prHFb& zJ7N$qg;+uC;}PJ|;&I>!;a$Mf#52Wn#Ph?8#EZvE$1A|A!E3=A#GA%j!^7f}+P{;a|pg#lMDs8$Sg<55F3}6@M6i4u6M$fPjI3mq408lfZ(&gWx(rJi&8}R z{RFcF+k}LK%!Go33WWNE4upY(w+Yh-iwT=&kHRo{*H1w32)w z*(4<;jUs(Q`iiuJbeeRZjD}2rOohyvEQss@Sw7iYvT?Faa&mGWawT$0 z@<8$j#l&X$ulxmxrmRgirpW2H$p1P2_lllh@Aq@|W8jTapO`05<4>Ys12wE;$ z66DyMvlQUB+QyJ4R(*ZLFvl_D}b0Tvs^H&x;76BGR zmTN2-EUhdntaPjwSRGkoSu0p4*x+meY({L?*>c!EvTdI_eM;k$@2Rv?A5N{DW;m^M z+T--2(@m!r*=gAo+1=S6u{X0XanN%pb6n+k!qLL9c82YY=9!=~FV1{AgW=@mH06xp zEaUvjMZzV+<-+xd>pj;RH#@g3cQ|(u_rzJ^vodGh&ZeGiKfBAr%VW-Sho_e32QL$^ z7H=4D5$_j1ay}%VA73`#5I+IG48JG;bN)U7xPYX9o4`|nUO~8^l%TudbHV;|_~&HL zd7sNZH!4IXq%0IHR3tQgp5gqZ^D*aZ&;JtU7Pb^l6mA#Bib#rF6?rN0S(HXpTQo+r zUUWlDK+I9>so0P>xwyJGO8m9>x`d#FvqXl(m?W*FuH+rb_mW3a(o+6XrBaL1+|u^a z&!k6X=wu9J;$=Ey@ntW{qGTIo_vNJI0_7^?Rxb!$@VroX;fFl0ytDjE`B?={1qX!} z3R8+4iuQ_Gic`olNC#v#az=?u$w?_sX+fD^*+aQl`PW5}i~bj@FYcEN zu}-?q%q4+K{+H@?;kw$o$+}JGg}cRTOF~OC z%RI|%D>bXfR&&;p*0-%kYP&hv_EvvcgS|wzM^&I z*_Aa%6~|P^WhW)4M^1~*3eHK+3oZ&SNiIKJ6m->mHgOnI5~I z`kwioxU1$@%e;uZ?7ix|X}mqXTYOIYg!uIP3i{smo${0Od+fL7uj8K=01L1QcpXRw z0i%yWd_lK@rh^rOp9b$;GrLw9LLK5A@-b8(^j_#fn0i?5b-e42*WZVq36Bn+j!=$x z5ebXD68Rp*g}RBFi_(ZHh$e~ljP8jMiAjptx?z5!{^qHhQ8#CAY1}HhO>x`*_UN4p zcQWtd-F3hF>7Mw#w0qcCr`WDIk+_t&!+6K|uKS|*pWMeiaCz`4K`J5RA;ClMha-u| z#DXO1q_CvfWZmSNM;wo0A8kFhd)%2Kk&>B8k{Xmc_2kl%*J<2o57Q3Q-O`7jUVK{i zjP2RIXS>gxo)2UwWt3)~%8biA$a2pbd!g~7CYvWaC5Ipw zQNDNnRDn@J3tAeDE@UfAD1sLS6)hH97x$H@mb@+%Dt%GLP!{(Jyb5}?RBm5BQlV4v zzEY;LwCZftvufJv*cw<(Xw6!!TkX_qi`V^i+I8>iFVt5zoNvf)Jk$8}4gH&hCX%L` zO}OT;=Iyt>Z&%*AzMFk-_x|&T%O8eX3|l_6>a=#WskeP-S8i|aQ0Qpvlx`qt>HS zV@_i~#;=aAPXte3K1Y4Q{}TI^>TAk3wr|;!{F7x>l%8!M@CX`+@nv0_NHw;o*}b{-b)V4)zPq3y1S{@OL=D z0to0E?gFi6Hu9l0g9QMzeE^VH{l?QLIZoC}|4b)B%47h%7lknX*f*;EsNZk@{r-*Nq2GV{ z{ogUf4OIJa_#ZKD2{xo`q<@Uh0Pr6o0U(zJfa_ckd=dhnPX>T66#(u-crp}{0nQNs zVs8LkuK^$x4S;Pd0IVqh6uki8Oep}j8Xz9KAzbza0P0l$w4epoHZ=^CoPhxs5g3qD zgn_G00#!$aNznG4n&usynArqM1TO9 zv~%$6VkPdfr!nMMFz3<7l1;Q=FIJP@se2Q)nJ zz@2+|APbELIJ)qF?GhgNLV^$83gCl>TKHha6(7Xj#RoRU_~2qMKG;~t2MII;z(bq> zTrwd5jX?z9@G$`huOR?bBLskXn*b2d5dsBqLeOqN2w>iXASa#>q!tl^ur5L%ya2t! zCj!l!M8H*v2uRxzfrAJl@HUMIcvKOA7d=D(wLk>CV8kGol^BFe5rZfrV!-V~3~1wt zK?a%_ICc^P+*?3RL?}YYhk$VcI5iAG4a2oS%Ub}$hoC1EPKF!$f)?R;_ymMR#3ZCp zhH5GRhanJfJOn;I9<;86MI0~E@u=}>&WI`#&>A`ra{AGUMJK)>;<{M=j^3z$ja&SR ze+)4R10xeN%UK>?K7IiSNhxU=SveI|HFXV5Ep1~HQ!{f2bUQjZySTc!djtdq1z!sZ z4ZCsk*6llY@5Lr1KYE;!`XntqJLhF?UVZ_(u%fc6x~BGZUH$tHEv;?s9i3eRgG0k3 zqhsR}(=)T*=jIoFEH15YY;JAu?C$L!9P-%rB8Eirv|{g|~A&i;3d#r!|w z>@Q>g^7R?0K>HQP0S^5k;BaWD5Kw?H`Eej1gkUukAozR|h)x3Wae&b7KLH0-0y{2= zK;T1vq(lTne_s9XW87D0T@-+u0AvUlG?@_8012=kt{r|cX}C8vKy-wDM-f_fL-ApV zseCM)QrnklCVn;@NO>(VWk17!;+r9C$SGm2T$N( zMyKV5*7-T_nUD}&e~8F%%OdkrgTwuLq{9Y~+ObveR=OKmxdrxghH4xneA!XZ6Ri*v z%U43g_7c%^`F^ydS;qaUKKu!R=CoCfv{fYrep1*-)~3RbuMO$oY1lvvC1)1eI2Y&@ zgLi0HucU3BeuEOF@s0Ez1v{iiVB}Mmn^<9 z{gr*1x>-Tjd4B8j@(*Pts;#cRPUGo{~CNJR1; zY7k_#_Al$7c8TCz>oHFFEp;c=|(n8)fvn zUP(Kb&{jPH0zSA}xUc&oLnW#eNl7{bm>Qh{B6-zhm?UB;{aDsfB#vkW{w)K%3oIG2 z8kP}sz~t^*GL{FikZAkgc(CxnzB9B?ISklA{ z%-d_}jSWqd>q_C_YtAR-E08N&$=uJ%B3oBG|R!8{f z=8SV<9A3pBy|V0tVmI^Kt?$X(lH;jH@ynJvUYA5^{BGY_P(-f_&nVUf`)oH;d6*~H zTJSccXdvT6C7KnS%c=XfCP7pd1|7yq3220UI-#xeN7YuMjyczJBKj zzYMvG!GU$t9z(TXzu>Vgf&KG2Nzxw~>_J2$y{`LHLeH+U)9Qb?|} zwI?A}{*pQ;^Jvz3j?Myqd=Q$rp0np1F}BdOg|kD-RL~nQZ~ZmM>H`jVO&)qa%YF{c zNxt>Wc*b8#qc^ahoA(CKuA|~yZ7Mxdy(wLu_imR4$DWH>Ntq8_rSLhGi~RX~@>6AV zWz`ziHSzSSO%AfF)KJOhF1^wO0b#Dd;T`^WJK3@DmA*K$VU8KnG-LL!{>YNckiy)t zYg7E{2kEKRq33BRN5lEtf?jOXj0O&bc4Di|KZgJ6>=A=r)YqqE$5nfCBl=`5J zo9~n3>&KA~G`0&R3>cmFgKUg^wnxR9F`x9e3%dh+@4w-;|CaS^2zu#KFe>>f%jmTg^#q{It@7zK56UGJYLegkdD2WpB>fk zOG@%GY8W)@2{=l$*w-QNYpB7leeu0U$nnr)ORlEKThu2&09F4TW!Zb2+pVdrNb~c{ z`m_YJKdMAi@~iLpccC(N`l98B%L1|R)w%-79(O&n4MUa z^3F5sgQkt_J7002?Z&JyV@7?+iIH9}^^P@zOl9WUlf4FPOznxOY=ewoqph6B?_Ya` z^FK~hp7)SP@jPVS|0xMsabZSOpV^7^-y4-yWB9+ZLz!!7A&t+T|KDVaUM~8_d>^aI ze>7g#b>cO&Amg7JcYylCm;3siIDH$V)yxBL9GJEKNw*TSQX5oY2f3v7tqol)h5;Lt z!4a)zO2?k715F;QID_U|n^*dri1Et_%ZA+n0kU7^;}?#yb(N3j#ADtJFR~X(caQo(;v`yrJ|~~&v{`~pWr|^4%}A=iZCUhSu#+7Bz)iXc+ezMZAXoN*?v+? zlHMDdZ9UCn7+vrch66U4hn^&mx(uXR4A0A^FS#OrUSMB_T$uZk-R8RR(GIGupdT96 z)Z1t@y6cNJC1&B!V`eY8MN=yGsN?iN?cRvcv5hF6z}7DW*nZM)gtWk8v^7JZ{E@YV z$2H%MH_SXiTUjU*z=bNVVB{Gs;ZZX-p zwzn2cbGHYGISTBCg!c?QaX=oaeTcw;n6Syui_JCW(LU!pFQ@#nACs9bnX?;}Ji3N@ zZ#-4Dp|NLv$}LxjGQV3iInYb``UQ4eAGV#~yhuQ;;7W=aS1z7H*NTXrZgwo5=z)o;;8sDA67MN|A&wvX9!&UjhMMqLzO3U%-#$B5 z@FM&XJcRDi*0K^|%H#qLjB5OjjQW+RL%p!5qrh!EGL|3+ilGOxkD;w%DtF+^>?lSd zb<3n!U|oIoH;{vA%f)IN4jJHW8L9yYKmYe*IdSp3jp1wKOYiuoXgR@oJ#BEw zY$>D=jbgjssu*$F*a8Q}H{OqLl|1A^SKaya-K6sKRT;@-pAfIML9(f zbT)s1`WJ*er4n7Uk_2MDf@c`G!1h+wnxCf3$#UX1%!QyXTV_~Zf$^%z(0}0kKX{)G zCKfRfB&qmQ?nM-|3WyTW#0&*-NBn?mKfd<`U(HDR8@<67!i?Kl=w1~AbLXm4@3Wpw z3xwVF)iyIyNmQ4TEt{pplAgr@-p!eWgAEAWZ6(QJ`(_?A$F1(2D`@|@I}?oqdSQ0h zBn_K!yY;Q6RHEfgb62RaUfynnq8IM-RZdSFsT&% z0VpL&@a^TKnUrt|>k+n(2ZT3s4hweQNbkh13ypo8kb0sR2l<5drRB)JiKUv!l?d^T z*N|1(-o$3yy{oxZJnrOEZOFv)}1IgDb zJ6jEM*>CegoUYC3kIk~LZ_cnmin?WYcqNa0O^tnQ?7{hPwaf!-91g^rFMafX=JGNo z*u6Y`;^W5mRL2e5Su9aGh7AHl!l%z1`Zz*d(7&KOq?X>1N}-hgsmR%Tgi?dNnBcaG z?ZfPNcI~l2-cQf`-7R7aS0Y9C;;=-M7|un*l&Va-E66w3A&|vPKP5MMNK3loFtD05 zZf8ExbEE!e01jj?@7}Oc3AFH>M#cGAPk3t0JtN=Zey_zY6{3SBCdP1h_Hn10%l&X! zqS+?gyg7D$wpSh-*IW{b3{kKc>klTvk!M07gLSjAX(q3z1 z6SGOYv2=+ii{FY$-QKS7A+`C=g@j*ULheAlIvEY+=Bc>J@`J6+7WO?>NWM&EW1SZ( z)&#{g+jFm?Rmy4ne?=nM_qfMv9GBk$MF_+u^doKV~{XfBVX53 zxZPJ@*(p)Dd4X+PK=*2ICp8Y>*&jW;-ZMjaNDj#%-WVGCxErCNC=xcFtxrzk#`pI#RSn-lhiD@^*e#0=+vl9@)-;62Ppf>K*!|t6r|l$`s1w89y}PguaG>^> z&7R1YNB>h?+f?lpYLOo&-DBEODqJ**;9z9@`sat3KXWS|G{A*VNt$Z?P*bga=g=W6o z@9YqJH}BVl5u^8mi!>tw`J3zs(x^4n-fBE^qUBm)Ud5BxE#N{*`5Z(I@O`zs+*~p#RnUsUC6F8uwY-Wxn z%Eg=&wlQyMUk>%bfsSenK{@-Sp*ULCJidcQoQg$OusIUoK+FAKKK9s@nPz($PJXN*XNiM5 zq$W+Z#*k_rHzA1a$oz1926;#hS)jxvp5s=r9UGLXhU)^Eo*l@N^0Ki?uZ+i>med#D z4`2-r=IrK?r_TJ&wtnW=-cdI@bNB~M(q}@Fg`^#O^zgy> zllf|g>W+7G*dm>Mwe9-MkCBp)qlMHuDSLXGou(NxdOWIQrr)8S2w^)&6g|tRGD}vD z9l#Z*8j>(mX2-WvhTE2QUC5Fltm6g~q$Z3g$LZdQa1|VgE{C?aVsAB1#iJ^K4DH^H zKZg6@>zQ`TIRA{Q2&2@ExaH%)Nru!=EV2W+x&FuC8YLWC?wg^ThsuAdI`U-I*G>$E zcKFy$a}RS4hBbB)I@$LE7*}rLfI{P+eCc6OHy|TSivvRcQP`J~>8H-T1_aJcBFs`Z z?u-cFfH;z87UJz3wmn{K^fWY9zdeEt9BACh-?l_{ky2Y6~o9?w2S3+tdF87tkMk zae+V5k2Y8vLOt?pF-5r@K7ee4Iq#>v7;y`)Y_b-3Y!7TkjS4Gk|PpJm~ zvW2{Y@SL23QNCHEcG)2{;f@&B(=y1Fo?wP7$Tq}bSZ?imH>x9lLa;@nY>a3QFF=Qj zpZ?~ea-g(vYQTDm-QJnemFV-@OIZH6qtD$w%Wj?*ux#!aZi3#O-8do~C~MHis+5h_ zT?;Pg6ZQ5aWZF{iGWr!MrvXh|xub{co1Ulnkyenls1_buZHi_mXy=%xawhk5%*H6B zxPm*ek_07plf5;I_YJSP&I}>fR3^viBe5kjsR!SzP&$U@kTbc4;gDG{UROG>J+`9! zW#cdJi4T-;dp>yNpDp_`QiS)AYGFswI2pb7qN%n9+MtayBRr&<+>w9eh|y?S{w3@M z`RwY*9wONuH)YRsv%9t$Gq0eTMjP4wDd4Dj=H1VoZab_>5j1P?&K*6-W|zvHfy_$S z&g6k*>{0RUzB`>I>Qy#TGlc@eS%a?AkfmHxL5}V2Nea^m4?wvlh8dvhPGLK!Gxv%2 zvW|S92KO17{T8YWFQ-!R{Z!4N?<=a@gLe92GO=x$kl-A9sY6sW_Kc-+#5_|*1FWB4 zbV{ovRWGV_@{3Y*%pi}vJi0{+!R!s)CdEBJ9I!uvbXZ-@u6Njem+ydb$5gr-qqOI~ zHCPjrp|0|aGr+FF?lY3Ad7%ymn)LTZXA=%-yGGvc?sTn5=H(%j&kn!!4MVk8HIFox zQtl~ZPosJv`>^`LS|)Xs>q|H4<`GI2h3m(*u@lM^Zp;4g5J_V`KBEeIRw5rXpH4u) z?*{v*{6j!KdZPGZLwd2iHXl5ljistQrQnr-ntv6H-%jvG58tH?ev|#juHA2EVypxg zTnVz>rF{joP`PHO)bNrJH>!rBoMw_bT_{3U#=?4q=2YhO_{{$(vA_${G< zXIu(6(7UVyoq0tG_WwRVB3^-3<8De>G`<2R@$-p{Y{Pd`d7@b7YWHzqyZ?7IoGE;W z1IZexSX5^g2{d&wq1_i5RbBl#2q|y4FNugM(UUnD57}RN8Clf@_-{&uNF4CN<)urQ ze2#Yk63Ca0{w(=(Zlpu(`TC3NT+(}V0QjZGY4;&6Gas>@k0MC5q@SVfuj9AgiARJ#U&4!*hRsfy(otbTQgV_s(P& zwFMY-vU)+QhT#nulSHrJHTpQmt7z|4npH_JXV03kMwhCeD+uLe1ESg5)ObHF!I)A1 z=J9W1tHC|iEX4+GFy`XrnN9dzcdsqhqMLZhJ?>04ae6nCmia{|vWv+TmrOPvW`q`v zL^9uJ71v}uo!4-|^D99so;jl^#g|tl!}Pv&bL(#g>MpV-cnmNaDc>KTe?#G!Nv_K* z(nBn>^1kkjmuK)N&P4q@a`%-anroajueG9ix6xnEBoEYmy*P56_dV^6Mbn?FXW10p zCt7*jzgdFY%9pP&CeItkj<{R8Y;2A^Sr6s)a+S_X)025=n^(gBuJdJf1-0;#<^>!W z)-T+a`N0Qs`ws#8LkDRu^xqht9IYK6ul?tP_i`m6h*PV%+QOzuiQDwah&VeF+N>$d zIdr+fON(pYv!T>eDkQV_tfzy88P(|$Wtjd?uEW?gp4r@sPp@Uj6zwPY0Fy4MF`}U~ z3Xho=t0p;Vjxw!oLhq}b9Mju=9e`X4fpVs0qxLf<-KG}LYQL5o6}_^4mAJa9+UIp? zzVPA-g`fqOIFEor&Q*dBj`gBv6g>CPkXrYYPC~Y+RcFyP7Y7!(O^*s28o6A;%-8iH zB~I-J`o&qMOtV>E6GLGBp|VXiEN>oy^o?J+s; z89u+pflK;Fu;t0j_n*QAtKBlsrd+7-FzeL2Zqlz>EKT9w%hV>AzR)lGL+IhY_)iNX zX!Bv%X9E8|apdb_@q0cyv8*BiLrsT#lJdyl5}S$oixhIPRytZN^3l4xa_$WeYB9ru zW9jWN<2M}HM!pj{(m(q3;6QV@7O5zxJ>>w^7`z~cuuMhynqMHPKV7mGJNRk+KIDho z%(oLUlu}}ay&@Bc}tE4v_BmhSw}D^Z_%I6^sD)ZE}ZE6ma}Lo#QmA!OTR%VekY zG5Tyt)SeiNDN<`-q~iD#LSG@~GUfPe=)JM2&9KLdCobr6mL|V~j0JdQ{4kThzQjXD z?4ZVkM;^I)%Z-fTU?q=xC&KLRWvD8{V+opDziMX+BVdpc}&htF<%!GcfU+T3>@qRWYGkzv= z3qz!*tJN0Hd8Wo})qNlNZq#NzUpm&V602)nQBwchu;>M*YTh1Sg$m6$fUds$Zny?k(6_vRS*nvAgs2yOh@um^veeZ0RsNW_s2RoYW2;0 zBtdvtJ-e<~AvV#3w~}Fn`e8p#YX!` z4Y#pLhFti|&9oS#-R8mYljQVAO8UxXIknz14~!n&q+ZwND#|cKBr4T9_OQJOl%!?1 zd_#8Ob-@7PCtc5p7P!^L#ZdrK>Em?f7 z*V^<^4d;EbXKArs8tW!S9z-RGYzg+ zxW)G3V-K3ge9A1avBbW!1So}Z;Ctxg(IpO~KkYYc^e z)E6}q`~BRH40YjO)=eypdeU7+3oa|V)eEV&#fxp4Gh7-G;SNNns642WvQpdeOZRz# z>cxS=g3x03#UxK2>gc?9QKQhjBK`{=oR;Ouat`H%wN@TJ)lO!t+8T6%&6W#=J`DHQ z`NF){pP5+)h_I!j(zQBD-FZBjSrc_0R7Y@kty_QeuXg_+r6KuLZyx>B!(ZH3W1y18 zH>Ah*er1fHdhyMXyhdstnG%eZb#QSUStZGemqV$010g?r;+iCP;5k zZ|L$Y)z2+jA5F~E$K8D%kZ3)(l;LS1;)bl9-KNF>Aim1`b$at8if2E`$*SEs~y;%B%Wt zeeD`vMB4SU;|8#8d}umnU5-ofqwg{`CCHwcytTg)B_gV$L_$H~zAtPz{N!#HK{4I{ zt2(b_K7+u#QIuH8j3|YNi;SgJtwBifZYn&6ne7v~8sm21hNc$UK1*#Pjk4RsrtQ$= z?p_w@^efRzl9Xv%1>^0OAaq$vX(62t4()h9W{X%d5c7kMAp%2D3y10DCt$=4>TmD9 z1kA4c*v<^xWS-CeopOspCQJW{7>u4_@R`Yw*-et741pm>LVA+(vS=7rq7rStVd(wi zCDZS3m=HbVlgSf5YMhu39Jlj~CriZsZqNU7`{(5MSqR5m3C!<Ukjv-QB{x@_1 z9QiM1Li1%2Sp*MyXk9P~JlW4b1~?wKu-nI{9=zX*h<6L?BbHuehCPYnWyLr3&dadA z5pAFul10>O%g=|FuLlouFU>sEFfxAFms6tuP`0pT$|b!bpvUn_u^0DuD;j)1^WA`Z zpZYw@te&VceGwEDdeM+s8lcM&#$4|;7&_TVzj*B%_dqx@JMMFvsx@uOPN_MD((TLR zjcY%Piaaw|_KZd?jXFLdjz08iFXo@}R!bn;`-zDNaeSLvD^+g&;mL-KPP|D;hb&rpUEmw2me4{5vV#x=xWB)#|F5h8E^X#Z| zhR_ivDV=E;AH0MgM(%0rZ`$>>w^|JU^ zx%Q4;rlJvj-pN+?mA8v2!xqw}x=*=DjWxnsyjq1H{leNawYmz(!SoJ%xS|avbQj2| z^@fBdrZ)tvgcLQeOfFiNo+G7TQ1rO&`SyN#d*h?qeB{(^GeTSH6jL7Zc{5iE1^3FJ zf%+)O`x7(s*qd@}tNDmKwzS7X@aAc3h?0J9JNI3s(f->u^R{z{!`q>v-t1H_+^C2T| zXZLQQ?4f?$e|Y0VSimf^pH&K3D-%# zE|MdGDzStrKNI_Uo7X&9u~VcEs)v~}VB;zI|tcGbKFYOZxU#^|iaorynmUp5dI;e(i#t&UMl4y}w0CQ&M}M zWiVJYVZkm-k$eQNFHbMh&<;9m@x(~CXld?XU7D2?S(a{x`XJxXunZbI^&C51rT)TOzj z#DrjAcG!GadiOFZT^ZV&Bu^puzxKO3Rj%Z4;;Tu2h3w?GX{t06Crp zyrEaNSHJI;@~@V6v!KrxcLk*XxOvHytFKgesLk`<(D_iI%N5IBG2#}|EDyFjB}efc zV{@eK8`}iU6m&>O8ux6Y`-W~9cC-eo{qXJd2$Pqqe~?#|Y+zv?yUFC;*&0;u=<~KX zx6W;e<6fS(z~F?0t7KRkpp&$IZQ!Al@9OuxL)_*~Mmd|kEB*UWjbK0RjmC>n3T6u4 z;)~`46$x)8XY`BYZI*O&gT{A~HTY~!e@R^$4r9KNzJXED&14&ObPm)cl<>dxX+R+_ zzxcCO-z-nr{=H?3DkH~xz-chN6>?wL!rK;%Y^M4bCbzRc%&RRjQCkE&8@$3nnVixxsD1SJcfAA?G(YZ(5k8ful?z{Zt&9Q(7)b7pSimQ zoo+L4<)kqrT3h)IJhBQHsA>tEx*-w3QLg1xKJk*cY9yw;S7O|e`Q^A4z0!Qf5-}hN z%j%^UKK5y79@R5+M$;ZB;bo1~?U!HUnF$!;VFURa?P2;t$3UtyRpc&u$(Q^>x7{WV zEa$kBs2RQ_DIK4wD1Ay$^%-5awX+UGBb@kJV%wOntNl3~ig_f&z+#`bhjCwVa!Hdy_X9MkX+?a??J z%aHrgJFzpAC(A9;VI^mnN+qljlI zix%31Ce&tU(whiqIrAQjCn%c_bapM!C*K>UbNTQ({Y%xQ^q{8nxjOoR@x?4h&OBo^ z28q459HTyN%J2%W;$fwd5G57sAW4Lw*Dg9QH$g#Qt^sYUYs0D$_KD!3tRN;LZRWLt zrX%MY#UmI&I zlbm~Q>P$ld;?TWM-ok@8sVms;LG#iWip#D%b8RAhcb6OD{C=ct zWUnRjx^SBiqY8p&I?r(L;=+OXQo^Bl&*U!ab}58DskbaHzF}NG;KB`J+xlPm84V!{ z(92W3FHaW`b>`m$^EWY7OW?LogYF%~8$|={b;CkxB^JIhHsiy#!u1;?xmhHe&xVOl zMYRd4xNjA1XeiTs>DrGAFn738H7T6&SRg+@=}yIMSxHWH(M#y$Uw!aU&*NJwzrPPo zJo+)3%$l0dPI#lGL>td)K2`to5z{ zy*LteHn03`kK7aJhPGI1{lK4%vVo{)g9SxaRJ$xxi1ZK{*_YW*V$uz0)1kXIeOZA; zBw1ublE)i79&exvKcF>wKsmx1k=t z#?k9}>JP`GGd$f|nbT@BxHGy`NXp=im9yTNgbDI=fuE~cgKK>ZZJJ6Dy1uQU#m!U} zVn5=YnOLp%%}r&N#P=ZPV{S)&%wStz00xj7`Vpue*DlwM#7HvTb^4{(^`w?FbewesphYuOVMe za;|1b@Y$`Od*-y5i>P>r57s?FJ}UWT(i_Z%*T}6cuceKfpd; zx4SX9W=450ee~90M1Dw^@ZW03 zJ~X1Lk!CY7E!)LPWcMEs?jNG7Ih54hZ`#j9(fo74>d!^1|BOLEtIk})u>~z?H#F|U zJ163&r}}jy@nEPt_~i}@X@Pu^or2tm>77{anx~z~StZ@$j#gx%^Npp`EHhjC@}ts* zr*jKEHlI2u6cRdGXJq(nWAbVnjG0aemaH9$GL2k_T}jp-Sh;e2W!58w_lMv>R%vwQ zgNn81w^Ce&xX0f3d-9sEPks<4Z<(Bsd*?XLTt~NP%g;90rGjA0b?>ya;aG}bp zCdM1xj}39fl3c)CTsE@SrAkcoTfbmFk6mqN?OR_oBZ4=z9I$XNuWKSfVj_pA@v)?zf zI~7iSy3$YNTErXKCBaWA%wH%gR&L5Yvkmomwo`)6Eg$@eoUxygIMw6->EPO}+|5#U zC(ohL`R1QFn5!XH)6KWN%}BR360U^@zA${nZn?KQ>l)oCbnfL6A2VzUW4`_dVx4|3 zfw0wQqPN9Xw8oFyzule6p>N-S6Q#W$umhc9#1w>N_|Sf{ayP#|vvTdo^TQ!xon&_= z^Y-j|Th`~f#!zXtg&wIDE&LjYF^KGFbE7C_Cqtom^%cp~qe$9tdkg}u|arJ-DG2ZVQ@uHbDPLa32 zVe!o}V|Zk5gq^n~Rdk2kx+&5c!!m{DS`xV>;XGOMvd%Y()?$%E`hvS;UHDBh1$4jV z^B{-7h!+^~mVuB-J!kA%8FXVW!k95;Yw}=TaG&-l`JCeD%yY%7D5|n$=v3`ibK+Eq zG`22w%K`Cy^Q=pRNUdIe34cARk=&6vVB}>e@|q3xy(v8nW%t01qgjIuj z%$jZPm{^$TN7O=i67^7^ayC3i;Xrikyz%3$R82*LPKZ{qTFq$%eEL+itpq4*m! zc%PakKaPHGCh_@bnE&LudFR2-y&WGKtw?oo+tIa6D@-BlL>!^$_NzDNG0`(+teL4L zzEW}z_TKSSljA`5NU2EOW35x9-yl$*xt)%IVpN;n1};LC*Of ziQC1Q@+19u&H{Igc5g5hcgJOGSax6xfAE)ywt6u!bvc#!et2V$vUu;UBw59#DRF0y zX|W^c%%>?|_fA2dLgm=uyZf?*^P+xoq!vswZ)ny0T0=|F?@AZ6pSshvgng|l2bE5bI zA-rm~rq%D0nH(4Cqbs$f6ZsoaKLlp;CLSbZ#CUwXnvz&-o)y1 za}ro@@JIQ2d^kUG?+!u106wGjR&n>;PT3N(C6B72y(-e!xY8i@D^B)e13QO?G8_) zyjFVR+1RFXmxM~VdjLzz3xj&6H9^Ofm?tAqh99j&Y}wdm(m78*uJ_W=tD3AZ)w%Mh z*eO)yjpWY?(b!QD`k7~3#XRHvBtJf2qzH&|sU73ZI`2qKRxD&Ze%v!uS0ff)<`MrH z9uPah(DYcOT4qtLy(^$ec`HwX1JN3&>mFOY^KEFTn3tBYyJ%~9N9C{7rw&AVKlcBu)$K1x zY^uIB?f4kmdrpRKXpmK&WJ`4b`cF;=iRW*M_)RbHw@jC8RmjDDyK%|dUl5(3W6IoW z7u&+u8qkFvNc^Ocul@$#Qpedgre3Owq*`}+)%sgsQc_e7JSA6jCb|2?t8=QKY2{dy0Glq2Lb$>$@Mq zQGG}Q9OzFp-(0loBRpiR{+OY-=l`|oT>~|hjt>4pe(n(PEGFb-PvHDw(BYT&~5d3l4<<&VxgtKb=K*^cvNnL#?gJ~ z-eANe_5e9;J$y|ul^0bP*_@5U4Po0f42}OFVIJt;+4Azg<{Ka$Ut>X~RJC~JODsHu zwE`_|(QgH59SR=GQrG+NYYg59Fyd|MQ#L*M{($eyFH?sbm(CGdhCd7VX?kjXv;=J74V+Cyl;lw>OcnAuV85NkF_?!PLGy68{u1L!qh zJo$4-JJc^NzvGE4h3-ZhG(Ch?1_lpK(oRL+yWIFpKOrHTDx#SRd&tVgG;!_by{=-2 zM!A`zJ9<6BCE?|REXtV;OxvwQTh?zO4tJ*xst(Xd>Pg0MBh=Z0ll6V?nuXnfFzLYY zD9CRR&rTMW7FUdH*2VI%wsXJBZM~S#-#;BYn0S*u3hIZlwkbhBXoYHfl1MFXSWG+3Q1|$D{Lw`b=hrwVv8%X z$Ao+TyXo$FMZdV?$m-e zty*iEX>++>;a32likP@euHb_-?avu@1V0ZMS~n?VTK#DLnf1*}db0ye2%t~cmT8-1 zIeiu6EgEjiiotrFEo`>r8$O<8UaW?o+h3nbFRIGGXFbzgiUG?>WnEH3&G*sU+4eR) zmDJd$Gq-1@!kRHmd7pP?^mX8^NlbFK)3>9F2o50E_~kbq4f8s}tK$1$am>N}1pkTx z{-@}ix>=51^KCi33s_24Tq1vs0=Q=}{3CS7`S+x_A1dbNH9JV&zh+TWMFGM%6%D@3M(qmtbfS$HXD6b|4QuMr{ngADv?k{69)n;@ zK_mcmc<}F$^JOW#b$h@3s`M*`!q3M_17UY$VogrDEw@dI-N#y?F{6>Y+T5(~D-i&- zf8ueOf{~VT&-;8znZ9xk43S~d95th!3QqTjEU&LL0&~pyh%r}K*yj&g%!{7TQu#aH zQJ%B_sCwf5Qikg4P7#^4Db+722NNOhG34G0;~UK|@NA}~xlU{1$1W7U9mi^G`#Rma zzpW_(;G?5G4FTv!*pJRQb;zGp6xSC@{Z{9dP{O)$k?-ziaH_da!lyhViLG*7&3$Gv z(ucclh9@^Yzj0#kcWiixx)2oeaJWRA^;~AUG*WagQY1c(IqPm@4e`9#n_6`8H#5d1@TU-?`slb&{ul*Rz>w6;A*6Q2{H-b2mtxeH+xqgDM!5S)5G zc6@jNQ2EXL_-m*9j1NKryX1uqs7FpUfvfUrFZrV{VBA7pbGKAA{$glgovxr(S(>_O z%;-L;AkBU8aplsx4B5D+B4|^X8ZC62U&?vwdykH8-jCj8 z39-~R>u-@#Uv^rQD{on>Yf{*UUa1Cml!A9yZwOz0<*I)rgQ~y(rM*QOyF4t7Af)v!ty=M!>_F2=OIpL-cXDc!}odycC)CcFrch$_tY$(DO!IyS8 zHf{jn?yoaqmcvdIORsM-2y(5-A+=a3gTlTsPyqM3&7%SwP>NVT9jAyU4N12p2muInP%TKXG|TXFmEe(P>xXrLp%fG(5&%<(WgVuPh{H#5hY& zb2fqhtj%(IdPSB>b%N?P-9AJ;wB-fjKwvE4u+Ja1dJ@vCYlCa`mT!2!WYy zD_riIXeyhn`Leo-TtUd)itxHH6AB=xk{lhUavT*54u)!c%F&=yXk)PcjyOI|{J)))9 z2}Xy1wp60dS`P`VLc4rUp=X-6^(Co=*aT|~3OZW8oQ!Tc5^k-FPbp829IfQtrX2Kp zJSr#}nuAYf-$ImPm4d(~N`re>+T0jwEkTQ=QAO}HJs+hCa@6LJZR6)KB*-+vmK_i> zdF3rrQ9qqlHou8^GVlecC^K;zh?&;02zItjmPhUA(AFVt+!XP0NMgEU#CP9x$*J-d zWwO&Rc)A|g4K#Gqp|fb)meP_%d5ug$giFgq;|eE14k01^*^78$pm>x*Tfk`>wWvfp zznFv$r4mAOYdsnbn$A)Ewy%7vf0%f$TI6aZL45Flo5V_jv7Da5j2b7QaK!bHjygik z7{)v%Su0XD;hyUyV@3x&3@?rgiF^dD3;TLxmG$H-G)TdW;wzXhWO)V;-{mBK(x!DY zjirP?UsuoA8n||5ew<5|fR>NH34ZX8S4>gDPMh{Zr=V~)`%Wm9jzdk(lAAu$)IN4L z^KFB5%0F^4F(PIi?hW0Kg2h6bHn3PT&C){iofpBY?Hi65?~Fut^F}a_ywfx2UATnC zZSD>Fp(es?5jNhDZs@bh=q|G$7}l&ptHNONC*{}^dhwUh-P^{!%M87aD!i^m>u85w zNO?59YmuQ}O*=%f_vd%sRjp~eb;B6ZrQl)ZOcy)-9L4;kE|dt`##gh=>e5GsaUIHc z@5~(?x6lXf&?A175cdz968YIJ=o_X;LPbjE}#iA#g-5i|}3V&1i5}O&2 z-NeG;iDxF?(^p+l))Z8C|-8b?;RAe>Avce z@Wkr<(2JO`l?Ql=zH0Z~h3{3kQ#k2w&^U4hUMGTh-7?s=(*ymrNn}G%2xfRP%>D=s#RK7;ZKz|mHvbq05Zw{{FL8%(v+?riPEZ($R#FBFl9i2`se`>_TNdI&&~f1 za%mYj66NUs@UyBf83B+hqDGAn?78*M{Q9fZnDXOe`6`Rbi(^-_&uly{;1<5)7US)x zWrVxbi{1{k#z^HMy$u`=dwLTXURf_O!oNW@>(GSfV~@>LTW%GeQ&sy7Y44q4pBy@w z^o-%?)lZ)9%Y){fbS)FLMZU~eejqk;{>k4 zlXkDYZZQn3K;Su0(d4{sGO2*0qd8IE)7Eb;*gSa`{j^$~#r*`ca@f&WZW%01aayTV zlwqaCUHe@@GLK4 z=Sfe0wUBf>w8=Fb^Ch~TZb^!PvB*SF5-zQ!Ba%UNs;pjOIgrsGlc7?TU5%?rGCT?#6k*^+slPS~x$! z=ErwIo0#KaK86ic{wCAYxR_jvgwMr)-Lt@LZq1#t=LRhge7&n!W$SxVEF)lq+|J+I zVFkGdp3^{HACh5$yh%Jw>Q6Nn+42mPOg&t1Ze_AYBOxXP0N}K@@*n%2e+E1hC??jHLbnLF@%)t2b(3~W96e@H zB&wDc6)nWlerq zruM>-k6|UU7Qv<;g|v>~F(H)*B@BC}?@^R{@l2vX=+W~e(?&idLZvCj&0i|SJND{H zDE5r+!US$;TKD1v9<=2luA7hB#2MB-SbX1%A92@?=#W0%n4`-TJWbj94Z^;JeNtSh zpA45SB!RiikU;3He4AN%Z0WEPMUNK^0w-%Vhc{Z)24u{UW{=qNX-o1U17+{_iAZ@gm%0@@afpq|s4y2z$;lYPuaWoCORbMKyowSVd zsS^64diu13PqRNalE-;m?k=0~dP3gx+cS0@EKePa9J>WAUf89)k_<)sWM%A?eBelS z=Gby9Qg6!KG2?wJ>E%=qG+|fcwJZj5`sD5~PMF^*C3@43ZMMphe<4+h_{~3OU#+u|bg*78K04{fausgqJ_9RNVcvm=ysI(2Gzk6Gs!$ zPAPs_MT49U3{$Fe*oji)Tr7sc>$=k2eFQ!=Q89@H(|WhUlqdbhLgf&Ku#g!p@IYU2 z%8cviNJ^5MC3rx=oLU@Rhqw=NkTvQG?0GAseT!Z)VJc#b5EWqhxZo^!nU2Iu;OS5D zzKiP^8>p+Te;#82-GuG7dR$K(vuA(U1A>~1M8Z4k#y?^@#M|x}>}*4Cj`wsPDhwJ* z5Q-$bWYzL3kCjo0+={@e{RSy&vr_18lVSVrR1P&1W?+X5N(feJ-`mnhh!^*%_A9ZW zBwD^K@m7ewj=-)lDSYf8LTx!;5^;#}xx^&E+Cdch%IOtmW_0QU10eC@7#11kMJyT( zc4$MelRwtGo`+zJ7ck)3*1mOLir9t-W?X3CG;Pah+Rt6suiy`@FAa?R}glDS}`PIZ9A+tjgS z*J8KTc_a8Hyc|_l)PWXcRNJU!J4tgGFD$igGDBfYhOD@XS|qjJKvAB>q#}vJ^?O!A z@koy$7TrW#u2J*ZYMua&C}_CTBSP3&u9Be z2{$N^pJGlLmiuI*qp4b(J&O&lf<$>;adc7)iyQ@j?Tbq!Q#9c^lK@_ZK^d&}Q@RnB#3O;!qVWra_KcpZT zQ-2_V?!IN#E)RLa_cVC1xP=iGq$8m7x$-;x6iq^tKGI81VinhHd{;9m52 z(?`f(y}Gt(v8KDG`&X7vwv+qRrvi(g324#9>0zFb!OBl`^;^@r)`E-4+68{Z27-__ zkll#0AqdO<8j4mMpk^z{BfiGi+-6jJxIA;0{yu_)60`7Ff zkY8bsXx!{!ix!QLs2`i%>$d%r=yWcrp(qUXv^q8-qWc=$g zNYrFq7e3rLSV&y~iqfhSYP&B|BM9hDi@y9z-2M?H66maJ<<90sW-B*(_;3LFhG7u^ zgM(ZI&b8OW27T`Rw^RSSe(~?`*(`GRxi)w*UIeXWpfaBRPpa2Ps7(SY!Vg-PB`d5< zmgBm8bj9dcIBI1fzXGJQl$OWi(62!RU>-`Vp!1P;P9@ugG^6ps`vx)EDl?^Lf``W7 zuR-=suTP>iBaN^#iIv9U=tL^jt*usmcW}L!kT~KqT5C!dVHLN{5}>u;7$|HwLuQO9 z2?CcVk8Dj+g{FFW@SBr6Z6H<}r)U=WVtu_?yCm-rq@TYh-^s2vI-_X?lG-XRWdpDQ z=9Ds@pbe)qPxfLz7fH7ekq>OKfmZz>rwgaM0C2uKQqhR2f*H99@}R%vF)smHf;rsv z!^J~St-;I)H(uCv$GM#`Px)T6lOLCHU+Jx3?6t`&@wBc_C&V{rnTw@55{N=sVL6_7J*O=HV@zT?}zN9JGD%mw} z9I{yi!0n%zQm|I%=;?^3_t&7o7L6s1H9PE8#;8Q^GMbtCk$yVepKf5v8 z#TNPfSsmjl>azEd$pqhsj-P0-*}9R7?C4-yNNDIUEw0&y%_RJ=vAnv}Bc|F~+mYo+ z`CwV8!j#aqqxFC~rui>?y)h!Z@$?fn2#R1nW;b)x;=1y9^`D6F2@-GvoC+5K%rcHg zGT~E~>~&2|2KIfe{y%OYLKC1130+PGrteq*H}@`pV@C zHrh$>hR>47;#aXf=Y*Xwr#H@Zzn*Uh?NE79rElyTtNc{CDSiw#Z0)iqx@{TjgP3gD zVmk$@D}JAm&Eh!Q#bmoxy`hg?yxHwHBrO_=>)!!aZ12=RQ@In>v|0u|*Y$k1XCEl} z7L9PSzxlf32VyyKcif}}&s!(>Susc7E;L7CSLw`;u-%EHC z{x$M-<0*T@=?x9+K4%d6S`j6M9mowcX&=POjHmVPc|=qz`LK<-KUB2wmv?lt_vmj> zWn+tse=W;wWSUp9IYmd*MHuTdlg_big$sSpC#MTbS8vF^FQ>07EoBTxDy^s0X)fSWM5!1*TJ(x^KBMtCPn;Lq64<9(av2tb zr6pcpk~THN3`37JFZcm~%O*TWxjtGOlWkAYDUcN1| z>lh=t8bm)(&_eoATs+39rYwUomhf+v!n#&(lSw zsdVq0Ddom*kdAj?O%L#1Uwm!M`H?-8OcD9aC@1aW_(5#8;8nXEuCxp2lFW8k!I`ad z8elbTG!wBn$mlx4v@}kMzJt9_Zrs-CHXHc1<9*eAL@ZX?aN9`U)p9<^}&n#ZhP8%tJVNFwby z9uZ^aXegv-$Y-1e5c>~KZVxpsrUo=^VJ{5RNK`q%zd;raD2iu49m2F>JL-wQX7 zks74CBM+aMXnevb()uxEF>KPbxng}d4S#?A6gnFtP^eNd_C2+tHzt<9`ew7qI!x}f z_S|ofr6|q3OW%b|=UAf84fgbA8u`nt2QueJb8MX1 z)&Lm-LYsyfC>Byxi5CWre<*x=Z!}_R=OyI1#Y7LfN+g>qmw7b8z|!&dMtrZrVf-I}Bzs zd3psr3%5-oJ#lRkFAyB}qXDnQioS;CKu7>->qoW}t9ka4`(?zudhEC5Tp|pZR}x|@ zrMOlF%4v8&Pepl>y36Q6b&);R7$D@BJIrUg7tJ-$c z_E;D_S5U4nVK$61r{uaApEke^IP@L|yyojxUa5B@6>*hl z*o;+bl0qn7tuiAi4_$T?@-hL$t^PWu(+Z<#kOH`9B|`A6n{avUqaf*H38AvMf{Ddy z9-T*dgBDRTTwQ1`?_&$OrZ%|jRf%Grh?=#bkdU~$B*mX!$s^Hnw!U43P5w>AV(*i` zM2CZX9tiL96j53x$lr0A#D4C-RR`%hpvK1Yt+e>S5gj}=#iHlG5W_PGR?gqHN()OB zRUJjE1|t0snN`VT%p-S&RC@1hXB$vySP!|uDkBssbDmc!4uxx6mXj1rPq)Sc*XmK! z>rdKRN~73)wn+V0HwpHY66xul{^9G>rD+sG>eUH7Q9l>c4};*w^MkUw&MR>()`fyg z%zB=!sM$Mg;YkClwk(K8)`~Zay6ob}Gt8akHwh(xsZ28T{q%mq^5p)x)@Kaz@T^}6 z2RLJ!y_XL?UG|1O^x-n+f=u}Lo4y7~I1&@sRWtBVTP6LLN*m zHH$s^G(#|}RL}a1(yy@)d8#DM3fQKIaGPhOm+?%?(vRI;Ri5fSPmtGov`?3CS%RP2 zm%;st1j?=ze0sEd|T(LaD^t2PDdXUwG983godiu>Cx@H*zPSO~BY49R5K6r{d|8sz)JMaZ+D_F9d4D%H7o~QIwS0hLLv_l(}+0EEa`FX~Q^rIHTr%B9GUu z9DU3d`)>c|-StiZhXSEee2(+2WxLuy_mytUW|Il^D5nDW7(l~U)<=^rx$}V!E&`r^ zBAoxPrY-ci zr;||%Jv+`bH$^EHbz79*6SSzA(RHwU`qryp3u^wP$5KUXQd)VEy zdeS*3%gll=lYxYqVt$#DJEp66sXn~FNefMT&r3vKaO|xzAK8Nl|N3$nt{FneyV^7@xVDU91 z%r}kos7)r@d;ZE#LjsvvNN8SYCtP%&e*^>-dvAMEhpFIHUdE3Jmv7(1JRQ=N3+ww; z=qFpn^({sDP*ZUsjD_cYE^|OZL3RNJE&VDg;Onsw`<=!7Dn41N{Jn}1BS-5aP$ogd zKhCTx7=VgR3J%tm{G-WwHr*eJitGlSnx6y9Kpc!+))x<)e0c~Cs2?3MWWpDrRf&CTpkeVRtq^h$eOc%Ef(CbP-FU9Tg0$dp;v{JdF*)UZ6mVHzuSSYH zTTcZVTo+6l40r)3^Oj>hm;UrZsbyv&aPHrExPbd_xphdhlcz;hOjt~&WJs;+*T zYbSG*GulAt3n@RRh7ws0eo;xG(ovFrDhKtm9gOaQ@hf+(ZBJ(;IW!mP$*iY`7+Q-` z>KR1-nxOxoyYp-@(I;lw1G)o&Qy zlxw?7#k?=Mk(ziu`t||CkxVwtxJ8Hbji6E-#H17^sXvqflv;R@ucai#{4-5u0wBkQ zsvm8G%_bW>`8zt7ZfD(A^B9@3DjVSrwghL|Uq>B{c7%!L$L6&KGhvAgDnz8SS-bVN z76BuOL{ZA}lO*jaI_@@W!^tEk7#g15V?6~6`Ff=O`n%$)79C~cW~=l=YfeKg*BwDv|Mz5lEM-ulj)N4U~;d$!WHXv$4_ zC~iLQ(dhJ;0&!zE%Fs}B3AMJ(Yw$@ty|c9tk!vRfdA^?HT%6IZzTSoi5vKjZBk|F! zmn6!~IbWs>F%YRjvRl$Mv*fKj3s!NhOglmAqZP6Z%PUXNaoe&t^KF0-1Bi`l;k{v| zS~h}Qou!1HPTp59Cq0v(0(`lWW9h2Y$4x~+Htp`2ajMK|WsEi{#fW!>P3>vhjJm3=f^#}EY)r>BYkl9E%X_Liq>171HaOqRVuJA}hW zeSIy3>|1~FW=b`UqC^!{&Cz4|G`_GP?&s*IuL04o;Le0#T~dico+fIUDIBzX!-PHYgI%`eL7TK`G!Wo6ZSEY{Ea;NFT;+X>Rj?aopMwss~E6{*OnafnIBe+ z-F%l{ejA%*N~$288S!rOxfsr+Siqh_3|7U`$;>n>Ae54;e*eTB{Cs*xMAb;Vkb-er zO<Juv@!|YzbXCE)abnWz$E8 ze4tnL?WkA>AxBljUXp1^!kcgLLmeDYu%tVuND%$cVt8lu)G!|0BJA>wZ0)YmXaxmo z*|c7Jwj%v&hqgfi)(rh@G-`UQ*zH0|$E84PLpI6c^IaAoM&utqk^E%BQSsyL_;p1) zr4=8MW0n2omHHvAVSP~{WAN7U5J3$^-fg{ggM@qUA0L<#MH-KUoXiWo^s=|pt%Vwx z%7U0c8y~Vmw}!Xhni?hagg&R}(XOwPttRognYSS&EAqX*ExQ-465o=7B|_93$}&Cd zwC(9H9t@rv6r8RyP#A|&9Y0hG^qT~^MB_RTm%392u?$PWKC53gTc#aNSiToj; zfADodJ;7#Q=eD{>hPfQu{P0t=ekK&Ot017)JuULA6&ROxBW5K}T|4le4?6JAQH_L~ zzv}Q5<&jG!AJven-5RWC*O_p%X*TC3Cz8JWNNXC(r%QLUsyBawULHVq`%b8;evtwr z@))LhZrrtX1Bq4tz)On5rZ@lru?J&EfB=Df;!^z#$F*E@bW?rL zf#x_atmRlM0X1cR>u(_D1933;Wztt@5HZ5vKJ^%`&>$puwUX7$V*Q;|Tg_CopGXHV zbxA!MO3fDe`(1*`L81SXZvEf)3xWjyjTIQV4$yG_GcEZ)_W{(&L!RVJ4^-g(1)ez{ z4ypTKPRH3nmDL>Od_fLYrA==U*U9=4jrpd1Gl4?`2IYpWKXw+P%?6(Wyf`rGD}@_= z6Z2g9h*`V7>S3M90yzT+8o#`kywc>gla6yzZd%hc^Bs%Xd9h3EKUvQ_0Q>>KNnmtn zrrQekrmteddjYD*Cz$!Aj$b79!A{7rVdVKW%q|8`mVV8iY-$znrH=PE-n+#E{D~!V zt}o~}D2McXY|ms~sRQ>weE8Qe&7sKUF3@VV4aHy6K(71Zu{ct9ZBLooX*#=ksVfLO zUx1f-mU?=BJ5QR(_akm!ecc2rCJ=s&bqj^F1ir2zn3d-B%vfjGIdq$7!vMMlfX$mR z3~)YQbgy|aOL*OqztlyWm4ou`Wkto-A=@VI`agV7xux71eZ)* zmw|5`rt=V1;!?~2k<|lCj7E`N%f0qb9rjcUpm#SMKm>r3>!E(;2h+{-kc- zMtifkz@rp1^2gV%t-oc*Ga54od8x#iUo3G< zJTqFfF<34nO65>i=UUA3ad3g%CH8#SqP0CYVdm7(@%E|x>M9=l6ROJn;?>xjy@SP- z*=^5k&Xw)sywK&v<@8He?{Aug?mVJ|rwonSwsZ{EM;IVTf#hUEov@=p-!o_!x~ZGa z(Ju6|5^UueDhi9qd~v8}JM}9rZ$W~7E$S=|qiW+m7?X7#L)M2iEboX!p*=t3q4}iQ zN-Rp>hp0SdsFL!qs6gL6a|j)AK+8`j43=TfJT#>~tqQVL{HRBz>yr+wB55R zFGS&w#~U5HH*zv=#dwRkFFlFEIboBWiGg4lK%`9ETIO!|UDA;ayl)bWBPR_t8zsN| zad>?1Yu%}KL5SSFp~KV%6sYabWgPEsqwRAnzd&54)H*bcqrV1&Bz3Eu`)}ECAKvy- z{b8so0Q)gLQC&y~M{lVW#K5r#08Uz;!|n-1!pP}1;59o)+=>>r9E|-f{1(Oi)C8J_R7yFP@4R;3@(E(waaP{Mc*KCl3zFn@@q0u0zQ>ND7tX zm^Fw!-fF!|2{|&}Jq;eRe2Wcoai>)m zd1+y9`m@TH*tFZLrgoICH%+M>A!Vl`Dg}URGm)Cf4$+@II`v8ShOensvW)a?-dKjB z)-<_VN3dW$k+$xlf|`|bY=cr2(_uGS^%v8q0PR{NqN5!8*sDm0y9LTL`I&Y$U&TXT zyE4sc#ze?GQvYC@K{6qieQSEe@yC0;@F2bfi1g#(R748_gp+Swqw6k_Ue~pg$A*tf z)To?KcF?{ronCYELTZM7t|tVcxVE;@%^D7{??kWk-ek=yjDAjRC#cD>2{%PxNeMDk zvdvH{{QToszJ{*39#x;MC5eK_u65nlb&T!sn-*Q023@zlJry389GNoAAiG&~H7h&N zk&#xvI{9t*x}KQjz1nW;ZfNYpOmuT`!5|Qa>Th(YV8r3U?gmoOlv<&NgfrzcTljl3 znlmjXsZ}d(MjTR&7Kc2e7_ENOu;j05E9cYh0hJ8ba(m1<+_|e8n5S}F%%dus5b{89 zBA@*z5wYD~(KfkQKS?E<>oKJIB7D^6(XO~amb6K>V^>~ymk8qG#rdd3;J{=~j!N{) z=-$Mc7L@4>oh*yN*R!_}j>Uza;yspECqj9?^DoKL7S!EVwSF20RO7D|TKO}kk)HYg z=|=^Ej!s&CjqonaKKCpluVA>^ELGp~RQzJ(DC4O4l_zVEGJpFxR`^)YFewEqzc`PY zyd!O0kp3klT3!VhaCtosw{>0w6%;0sm$~08pc5tGV#fnWZNAp-Ry&e<*tHDc9`9nB zJuZO)gx^Z3J+r42>(LVOZ#>mEa+1CZ;N0ZA2>b+|2&ER{CXUga!F0{yM2|G)QnGPr>UQ%6=)j{XXdbM6pbw)Fptc>L#hk~5eX2p$5#FnT-5RkmVCbK=Ln~qgZ$) zv)~O>`d-uFdXQlrOy zZxFyA7Przq6}pn!{;(ou z=^?F}rteG7z$%gpEEO>RyQb&y{-t9j9_vIiCl^HCEuy;+g(kWmCgL32 z2IXDUs>x>gald-z`n6bo#5|y5O)&mSmV_L-ftPQ5B0R36wmJ-5HQAoIYeH;9b8ZSm zkdGC9q{X|K>}gyb!!z7(7Y8ETS$i7|W#&Iqql>tK%jSO$UBck#2`pG?Ejw_RVJi?| zNei-qjtc|zOJUZ*2Dsss%eUSmG-3Ww*5mocPUu-1viXUcH&-QcwLW#UaiH-ej}Mp> zSpX4kLw-QqwaF?_Y9t1k&Vhlc<&Ya5TVF}|OB+unnYzaC93VfR;5IKZhT4VqkH9zy zWHZ@oiku1H5=-3x02r&O!z-GSVxBM!;K(pjuS?&(3iTdRFtl47Bb^2oO;yGVHO`k3 zvR0)A0i}Tdz+8{UM{wrIW-}5QdlR~_bEm(EYl;u~^*{2U4jKU(GLDm#Rm5ow&wUYg z$z6%*<+%hZxqfEV>S3@Nv#`@I01lJGzV9+laf0e89Fba37(TomooZ%(Z;rtpR+Vei zTG_h8B4u5fkR)i#cmR2GJzB!hw7v3Xob5?L2+`t{7e_<>6PqR81_h5W{B;UzoBE8+ zGnD5iHZ`cU$Yoacr}2lWWza*+#q&1!`GPrXE8?8svcMj_FqAwhcaeg{t$VtSj2!pG z_v#P#KDwR46jPh}0Pfnk^Bw!6E2mVV%?)F}QW`lLxnb6n9*hd@_9_}q4|+Kefdv3RWc&fA|5nAyObmz*da%lh$&zd@$<CQCWW5YB4Lj^oMk~Xp@5; z+Qxu{5t`X!E*Y?dHOE#-ae2gv*oHb3b*i?P^Ye9wWHy3ldPwf98y(8UtSdoo4Gr(v z-*(qE8(bbfIcV7IX|$BG#?-$SiI<=dom)0BaL0GO*%SHh+jVk2)-F>n9W`n~%Rf`z z(~gXGmYXgpe0FRBu^M^kF_b z4;i?T6GmT?C%c#)ENxfJ1yA+p)})%7YirS2=w-T=^24ejmzqjVBJW$F=6BoPNuA_q z){Z@AbCM9se_vn9KD1P;@dP9NXoA_IP<8Q65}jdzHDirIN~=g5+eeZbDMOf_tSm;j zdY_v|9zkyV_J?8*3`HztuT!UV^`#wNc* zna4=&-vt&2PW}=v$`LOgG2JXSqh<;1*mH~fmd%cbcJw%{4qJ6+n<7W^agp&rhMUNsd?A8u zyC^TG5B$!Yv1ocikN4^uQug6>$T3I$E=(*8mSQ2LY93wPRd})+*<;G)EaG~TnE8ju zBk{^bOuB|VBqh|wtapx{b<#=;$j>{}Ra)j7Ebr;!2&)*$ zel@I~=)DA8s+MCuE?Va&88YZ|RPZn_&k<7!jZSrVbUQlaBy&@v{wInE`52gM8(9;c zt}g76hMWBhr%;!F=(ibVlf@f8!zV)+npGa?!VKZ-#N|8dY4Hc5S2`pLQ`}lv&sG3o z;{fLMWs)bvcF8^@fi$3a%-PN9QOV{nGgo}{1>0{B<>v+D*}`vtrJ9ZD7SNhQdYS(aF8wiViskB zEr@<*Q+aLJ4{(%?{_K1!u@c2CIUGbw;U}c^sSjSJsC!j%IK>33Po|?4Y?<)mhZQ4Z zb{@=`ls?0}P%Z<;BXBPzDt$Dr;~#VKV>1mxtK1J}D$Cd_&I)phX7JZqkNR&s1%MTC z|Nr&l&w{u%@VtoeN$x48kPsckf3~tTKyW8KnB3)GHto-8pnsdFGLlR4#)tpzehGGv zz52(}^XKQUcb(8jK=!(>N9+$)K$$NDOd1LX(VC_2-?<7r+1OTOlJDzK_AqD34bV|&J>?1GF@rkA+Qe5_!6(pYgBZ57_ z>&WM=+n5Vqd)Pv1`@lOSBL^GaTl+8P28ao-Et7sbS;8lW0Y%=XzE*@apEsWh}=cJopv8j3Ak_N8sjlX z4}eb7dpCAr9Dr!CPL~MWvG50XZy8y`v|;r_5yx@c)HP#($N^fzuTSBt6)qtsi|WS^ z{2HcZ_w@eAchz|nug1e>pvJpc7D--$Un_o8cU^Fp*3LLH*$pKwi6PRL`3zy$zpX^Ls4@hf~F>7-=%0|8_o zK-DFc@ln30H2K+PHBr5;k2h`nj&&XWGM)j^CQKWezB>LMx=Ok|?=)W*b`D^t(MEY2 z@%W%4Odso1!k`La(xRaU{V5v^eDcq?M!(gfDe#EJO#jmPN3ewx__r+2y96U~6! zu|Ft{)cQB*&TbQQ?+myv_a%mSKWziw^$~ua_sug4y063zO1{F}wLB%Gr(xpxY?EJp z4zK7~J;b)?$-aqe+JKw_*+qUG!QOMXxmb@@bCB!oE|=NiDUegZYU0@P7l0p^_;YeW{HmO3U=}5BN zn70xlZ5l`G-#b^aY(Xl}snpVB%oJAVWn(=ayU&M{mutc_Holr7dG!4z3DN_ZY|Q3= z^Ks_+*kzP+_ziyr)^FHj71$M^>=wP)SWcb%8$|D|gCrjtVx0(9!YI=`TNZ$5$NBwO z%7#x)u$;9yyG}moP#z9b9T!3k#T~4&C^}z&+4YVXP-T=OXpSE;@KJ`=7YzA|4xc7o z-&Q2dfpATEUP4MlDNRAcG7}-q=oglBDG@(}#fwCTO2#pAqK0Nab?IJF5Tb}l9By+D z;s+L#76~OVUx1ZHsDKwd{j{<8RJ@Z(8no6bRmELk^sCW+O2B0R+YHwf0K^%rHP^hv z7J|mKKK>w;gt{@kc10c7`)!?v#?~j{usaCTrjbMDK`uGFK3IPfy%Y3R)zx8b6xFcP zO>Ew2rY4N+1`9lan+5*Ox#%n~{9bU9P8~xADX9qOKWh{yJQVlm>YyJ9OR-+?UDtC( zbF@SiY3RJy*PZ4Q@oBfFdY<2qH#;IiPaJrc6D^H;t2M)QH@!j|2lQ3I*CF}Oh6tF~ zxW*;JEuMv1=OqmpMpZJPkpJ6im3oTbjk&vFEbT^Ec0@5KN(nAoWkrEu;%_K&rl$3OLNXL*GuXll=_I=Ytr&O9bnPNNJeBgdfO+0gn=HVRS*luA4{3Kc*MOzw6Cg>+it!FN?tyT78 zjKOdiNm{emPDK%(FSybArr%J$n_0d8Yllu)Bu_(G>W?}@FXJ|3q@fgG7^PZ07O6FR zze7IZ} zWi=JVRQxHw#?wUy10(tsv#6Fs?B`<+gv^X&Y600eQ zrLR>0yYPu=vuRWdDS8Bq%Dya*)XY@kn9Bc@QlV`glV#wsem1!5NLo;~X4%MU*=TXS zar4#6UC!FVSG$p&UlP|!+C;Yvq9ay>#NI+8vsFx8pUl$2qGu0`3gu5H4OMQ&l)V!%5RvP90H+E-%eu0bjXq*+Kj3;EaG;M*|}%Q zPTJYE4(OD%G*9c81PGrnFFs>S)B*ff_fRUX+x$#4cO|1_C`~YrW86E2d9+;qI$M$G z)m2@w*!0Yo^Vx@zTe00AJG8v~#7F8WvrH6Zr~9q13n|Z;?`G4~3l)R)#?c&Wn)GVMIGx2o9o!}AY$GAP5_*l^A6$r0- zvWE=tL3rFnz|K*G+j)3FV9BJ|s+ny*eg7|6HbVF*r=bW)pTE4PN1Ya35@yp6GyPwM z?ISC6GB4JO2Z;gZNk5$osu=zr#C`+>5C@$^Rl_G7`Hsbry2; zedCSK)vs#*Kf0Zl`P(lB|1~K5MPdIJ8oNvq`kx2Xo97D(?_2=D?f=&H1qsq;CY`hP_`zvhxwm;WbuD1FyW;58i<_L`3_QlzrpBS;tM9N9zobgRFl_^3-z! zrnTrtg`P;o_*lt@+Fh{zGJPNYe4P*4V`=)>%t}@8?6* z@B)@iJEP&199{?@yKrN`(HIiPm3n`~`UXM_51?89dvhMCoc9m|j+oMOJDQ!mlPqN% zQxc(p?u_CeBGJd#hcPS589>I`0NxhQ0tniU$QK*hKa7lA9u^tEK1`oEkY6WwL61w! zk4R3o3D*=ShwXq%Lgpp5nm=lvv&);*!vIV4DpvxdapEO+2Y@lUthdGSje+m_H^`Dd z-(F>Og>UgN1+{bLRx?zQ)oc;z9RNx{(r93M()ocJ-UAS$DX<`{g>Z(5R&&HEp#gyP zCZ3j;gLVxZ58!!ccb5q?-_D#&91r9O&u;=kh#$b2#A_05Vtb(CkM+HUSYJXM-A37X z2}o4nx6%rhf}hTghZ2YW3i(*H%hUNy$Uj!e5eZQ?ch#J1Ts+nj6Lh-Cya zzo_FP5R_HVEB`J488f){LTCN#rbE$f`Qe+oVP9gzgK73Y=7_R8<<79*^~?DZ+@xEa z8^~qGb5zHHtcp!LgQXJ?)09bpmvnxmKFTPOjnupUS!X7 z(VhhwedRcOMp1cujjeDB6(?E9ZX3{H&o^8{zyI((Tb*vFj?OQilBYFn8A`Otddh5C z(>aE3k8)j%b4`6>PanvmlBJ$a1y>F)>`aVP-wNJd2S?tH5JpPVED54448I2D?Hoq! zIH+ML&gFsF5^pp{cx6ZIT?F>*IjYG18;9SMeL4QP&^?OKKo6V2Xi^>8l+isojh?4Y znja%cMa@JCVgw9onK+)viVvS%<_^EN;t73HS^J~obvpCthD(PyrIL2`y?ld^<=ot- z>p40tp`mV_xg$3(M`7O-=uoaDAqx-|3w@a5s**TyQQ5w&`Q&GZkaj?<3V+GxAsJB4 zp!4_KX24(w-y5#Gq5D$i{yk^wCey#7A{~C`vLo%c6n!Nke~&PGIo_k4MaC=Id^}Ak0&JNxEHg$_%-tUTeRd7th=V+fr{|Dmus#GFe%U;Jw0E~;bH|8Z@cXoDzowZ&%w}|q zlQCeQexT9e@>Ll7jvTas)a3b?YTcuN?9lItRU%dcMMx#Hb1XN$+zH)I)|EW=WB;fx zKg9ZOs2rD>5v@CDG>BoMKhJEpAL(bP${y7i*@y(wFtt-R!sd>Cm z0B~iPzZXh_n8qr0e)o*=Xe?;5rq&K~*_ZX`F14=wAXCI5cq=7dBq8*tzg7iEOjJUT zV<_7oXPr5;JV9hdD0r_eBjbVn?6`MUtXN`cu+X5P5$2juTig8s*ld*r5KQ66&651g zXLGC9^HBU51nDnQ0B}U$2zt#PoLwj&a!T z4tAieRTWB5gd0YeA4lz_rw|==(|gjc>)9 z8Am1i6=fh@eHu?mKQFU1{@0^h=@iu*R5k@6A!`MiWljZ7#p#Ct1~4$UGtIP0sdLfU znG%S`Z3F1YrWPBqh`1n|Lu`zp+PCl(z*axrIfRqLh&Y_vPY@ztIOS4}d9{Er}L8kUaPjE@^` zt?URz0&vAyN|OM3DN<#GxaA|Mr2n19_#aNn((9#2&Q-MqkWw@V#B~{qpGzAMdY$Rc zf{;ae#Jj124ISpDmCP9$XX4OW~S1y3l2YVlJ$E)pKiXK_WM#FZ#76B>Hqa(*I%Yf^Z#mR z0%?uvfaf=zG&3%o$j5p~B>mb(!C#gAePyaa5}rH2>yQSJq#x5?ASS^lYYm`1c~#PT zT#^roN42J;BhlJ@Ei3d-xBv{sf43Q}D7#Q%X}T98{I)^|#bjfOY7dO<+cbFgi;})1 z{inFn+qo=WgdiNF9Tlqt_zOQy9Cg`$%qSQT0ve00n&qxZ%ZQoMX-z#6tU9(=6dwBY zKh4?RKH-{ys1!>8q4AO+YlU})0T+Erm=5&t7)g37;m@Sd?FIXd`Z#fgmi*!%F66&E$HEO-`*M5EH`Q4OP1#rXOa;E z4A5wlVz?gwrVv=}rJLAgmw$-V*v}^Bz?hc?z1WiG?P{!E8}NDVgJ-&SMQX5+$M}GMVVNWLVGr$rOcY)?_I%>}h3`=BN%P0U+7-r2 zRoXf=fUFplajMQV3TfwKiZ(62-H28SqX?;=h>^=SXEFx+_;t1?1>rVgG4KPEo!tcZ z&mcmKuqh$*wamzqVmax`Z_IRJK?!1IR41&LpTqnsi4cs9J*o%PFHBPOFCq31Q8(T_ zkI-;5fai#8u0#@m9b&QE$ald6AY4(B0{;*xu$4AcV^Jfxa3=(LAFdk3hpm*ytODms zT0FqAnl#Ebv@N#`e0~Ey`qO+)IZ>f8&HL@`!oDD0jT+rKZ&kl6#XXMWqMvE-Fw&EF z>#|p?9NhizMJdn?UpcP}j*IJe(d52(uW3OSVyk&KEJ|@~sP+Z2ceHto04mC&dYBvO zdMxhs;tNku;X7bpk`;_K{#&snf)x#t;Z@{Q9`bm9K?|IS6&TMg*pb(lXZum`65kh_ zUl<-xckC=9%!7>%r;+9bX9SlZ)ZtQ^>5bpW~fqOoH`t{ z{j;JyvgZoSC2r&41L;r9FHkqAS4_6r8O9Tt*5~JXrxSli?;jAcLZ|%1sJ0usX)QHQLb7&Ukx!@BKGMSS-gxz}JnkC%h zl7Y?ji&Zxh`yEHZAul2mPNF-C`F&j?w3y4)H;|Bu#k*Z|Y z`=^E60-?j=bWRa`JY`8_i5F3dVYaR%uM7+h`julH3QY{pHO({9sk6NgGYSZYD3>d`KJg)qNDh1*#0YCuG1`mJn)hu=B!5JijAz*K#vwe5}YL!`mZxR#&o ze!xsT4>g{S98Nz+L}=^uX;nxa)s8+gl^%G?C#g?yxNy_`A0nCIoAoBr&|RRsi9kGq zRs!i^3^`lJ0+$6+8|?C9KC|J{XAil+jgnBFCfzX49fa5XBYc6Y zWVUwz@_+ufAS_c%%bNk!k0cURwLHVc^wb*6??3`JIL1bpR+GAj?s;FW027Djl ztC}8R}YrnD;)v}ynl^|U(MSAKqbhv%KssT@`>&K8a_$=AKj3cT7T z==m596oqZ6q)n&-Jr&aGKU@qo zfSU?&K6do@Gjy?*Hs9zMbUzLFg`ls52hE|+wF&46nEQohH3|7~iEmY6Q;x&u)6a{5 zxz49Lcs-J{2A($doDhF{sgYbvhq*Oc(wDry^Gi|&k<1r=u-$>=D0&d)GoQwfdXMSa zZ9C9Xp1IW>Xp+_dT~eCPeOx4n$VqD(mC_8t31;{)0MQ#Nrgjj zQ&Nn;r>j8V-8fZe8wjKlxM(AQF2EQ#fg+%|Kl=x=kubgjm3+f9?nal6FuV1jC@OlW z>65NxhhHp*3p{M0B5n6{2};+`XbVfw3it^fZ-#l39DHb*=dHM^TYYbA#I4nQ4kg7fcYZv0JS_9pZ;)u#WD(ZRYH+sY{s7$iIyh5t`DUe7b1b$Ooo+ zB{~CBN(TbpEO(WD%h7@|uK&#EDxc>MJrW-Nk*2C+D&@{!)P6@42`e3Uh*!HmHtLfy1so=s}|W8baa46m_;>s6ifw-$rk;%tMSs3 zOBy08&Y<=}X)38RgGAU%^Zr?p#-j)9@kO-OsO06eav>eX@2oPew_D=x<}ZyHec?C$ zm6Dn8;?J;ac%gRfX9_ylmzMTONNM$8H-T}XYEZJ!SRgH>BJn#~6f|Rfl1*h=x$CM9 zbS@s0eyd>C6_zOw5Q98IT}gH=ckg&VI2BPNWdCUJowWfu|4+GWU|^NExeWgy>j$A~Ayp-T$oQE7bAjPZVWP-5asi1oTXusxx9wh#H+m)`UvuS{59C~N z3MI?-VBh>^DqoN_a_|c>)EOf%B1Dh0GI4rQjTX66HQfji(?2vu_os?NN-Q=%YrI9X3Y*y;%R|^%Ad6F+>1c>!#^S;FXMPfFL7#aK73zY zzF<5jKej~aIjMf(v8mr({KMeIK|Ierr+y+U4IQ1s<02ks0Tl=35D;*4F96`etq}FP z3e@!B?*!CiW065GNxBPkoch`LMDvDeIefMh{rFAdmhSHp5Q>9?HS#1v*G)&`%z^kG zt+=Ja+YUdFd1RFWk18xbYPQRP6lNr}vYc-`B$1ZpHvs0Mfdr%etm;TERsnc<+<0^g z2$UoSUzQjJno`_^zZaz(d2ISM1~)*HXx>GZ{w5%lC|YV)7I-_!;l8^Q6RUj|rI|2!5_BKbK|wlbLSTn`W1^X=!iJOHjg)K+*!{p>Sz9mn%xK#}MY z&x=zrYtx+O6IWjHu}7UAdE87k0u!M`%UU3X_yI+WDRM4Bq8g6mqoQlkk=Z)- zziVJ94y|f4tv+$a46QN{UAx{|@dnKNO%3D3(}3$_IpxS#1tR*w%ViEP+_*r#L=0}R zFt#4{+sn2vbH?wtjp-=}w!j`(@PusWvHrp7_PI)JZRm{BOmqiA2!YX_IsS*}lk;%` zYQWfaY!ciu&}HD=9H#jZV7C7yTpMYy_bDAQb2ZSz9RS=D$O+H-*Kmdj{{#L!&+AEr3AZ|QdZ|UnDf=?3A9q&RPeIX3eLT=Q>A_U+Y{lNM9DPb3S1L$&& zlmVQqTlKkgRMhv{6$0lYgceMY{1muIUQLT%$H>%>5Dd5gknh|{Zm2VGDua*&>I#Ll ziWiGTcHe=}lCh{&P)Fd_7wdpOh$HoD9SYJ-+|(dmWB>N7Y`d}Td3>nV@y-0v1tb+f6@l>^x5yfy z)d)F90pGFdX7lU%Dm$~ae)=UB2~V`Zaa1Qv@j-Vj<*ADvfesteToqB~0P-t=Gje-* zTsuPD#efdJA263c1B;YyNO!f3B{U2S^CQ-tw3fIgof-(OdXiN>e*St2^)hntt{jlb z=+YzmyRnmotS(6tCNYs_*mr%~xFo*i=KB(D|>ifSyV*~tX7qQWOQ3Pc(h>-imPouJVJ%IeWvBZb$QwI4mPk)PbT`houGS_si^ z1|o|8de5(XY+&6;S`Yib^X4x9e$Pwq_bG!!(C^ke9<#ww>+x7=^GBbMA%iPqCD8f& znZ5BZQ#ZBvQ;&vd`}H%?#KI+-U!SUhJTnlD&uO0r8X^Y|@8E!@bdh);6j&i+nvXsW zk}fVLYsQenN^i(ov%W+sU&nP^_QnfspE$(B`!1W>TRBt;9gMMk3NJ*~LO;%a?B}12 zv@Cq8O7EglpPa|pFw-&rctlX;sbRsoHe}1jxYN!(w&RPH`dRr+k$zuaZ)ZIEh=yp! zD5tHHB4BjlC%CF>x5#qQhf^yLPG&Yue~UNe+Dxn7SkE?f?C8^>oXD>Px#c_C;8M?Mm7 zLT*EV!Pr_I#~)i8hrS`%3$T{^`pRiAPQiJfGlRWgfT?KR_(Oa3v+x0lz*El&@{U4Bd|0(}7@XMti_AHw!lGe6ifN|Is(jJ%=M8L~ODS9rQ*Vgx}!fGoH}HT~CSqkpG%76?0QXCv|#c1|zkHwYrb zJLA0J26CQws=+<`Y}0O%J|+ z+s{463It-*NAVJo51aOel!VG}_!n;KDSWW2zUEBhImH7GkP|63ZLFi0(0$M!>8YoG z;OCwXBO3L3{#$}zNOsgOd%~bhYg}1nAfZM5jYOnKhw82Bdd$}J%O@NZi;k7f3d>DF zbtB&M)TSy+ldHdEY$-ln(5-pR-Aq0(+L@-b%<)lr7Rc@pAe2m?j);5*akNeMf`A2N zmQF1e8Arl?42yz!eHds0?vsmvP;eu-NjKYdQ>&3jjp z)T(u<-DK1Yh@wuVyc4j>{=jGKD!@-2mbHuB{ZO~$BmqeueUBBK9HIOT1! ziL}fZ?|5>Uh3ixfk20I4p&xXvKeKZTbmY&G1q zh^j`UAdc?ibB28f{^5Kji)+6i8Lr?!o%i=>pED0t5v_n^*G5^#n%~uXfRHbtuq%D5 zdykYDfB8I0Ue!zI&4j{U<~@dy#HZTxMaTbwJlg0p{Ag10Am(FeKGN4P=gxQi-<5NB zOK(7`sz**_pYq^yf|YfLTLU}z-b|(SAaKmoH^Y__+S195c~1W!l6!!VJjUNdwEh@6 zL(mhLqKtVi{yr*xyf%TI+IiFbnQpq-5`GQLdO73s9@&1i>Sk27-NJCQ8Dc3oiQrC1 z!`tBc@P3ZGfU;nQr1e>K`?buvl*DTGFb~`FMqvI?6fpm2n;icK`lDQ`=pljf7{KG> zg#M`)(l&v{(ZSM?XaDX`e@)wHO8k~*nPh?D6_*$6bR|kE6y%EUi9n`BBW-9R(Q_R) zyLUXA?Z?^Iz$HZdU@l}$#2KUCtJ(s3`%M6&M~L|GFDKpGBGoaNl6@$^zg8R#&UxM+ zT5;MX#1P^Fh)SbfDm8~@9CPRa_YWu|<26P={gy&^4xfC7@TK3TQh?nJ>Xt^!tVw@$ z%`e?G{d)GB(46{5GB66J0F@_&htG*Nc(hsig`RVP0CT*a1hO(9w5YM*hb}!aM<|($ zmQ$yV<(Fukuo(X5*KXXf;^Gpb6D7ZrCqq>$NE8C#aw~PwyniL6|D#p-_x3k~NIKc* zN_y^@tyWF3YpsWCxw@Nis=67!Uk^xrtx5$Uj)|Hi(|kF3p`@ySq2 zdwB(&JmirLhHbV@2mg`ZG&&mB{kobsAe8vWNPdQ$0rV{c^})q1&mSV>@aePZ=+K6X zYW*r%m@%*YzFz;5*Qi0Xg)FPp>ZUQhv^B3wXiiaZR$P)mt!>t@aCe^nKSW-`b=-XZ zqPw!4TS||JJW%Tp0!3iD5imsdu?KrWD-C?uH>*I+^7{M}|K?PHDLxGm++MhDJi`uj zw;@g8@F(E)l!NiPk|tgNd;h1SXi&r6hY4V9CZo!Tl6#}Ftb-M zi%~W$V-lh^rq-?a#ZCQlpVe`vFl+bH>qW%XP%WL&#nHu(1R;%a9S&jxd0VH|)wP(k zn_BI0PnW)n={hq9`M)UG^cRaItB7XPP^u>yebFrf;C+RMnbDDCHj0-_zv7;g`dI`3 zGjudKUsYSLY>-Z)H~iZa<=npVEjLl%%Uy$#ete)DpoRVsI#Rf@Vmx$$iY?w^obnq=2SG!p^cCV{n6wMeAcVDK*_$+M4j>;Z{neOXRL{(x0MP_^ zV0;)(BF5g32uedhzqV~IWA#7z7Ny3(4wS|v@Un!bvRvSMtLHk~!5J~5-eG4t4Wf0O z^=Uu~>l|D=@x1u(fQ`>jj}*3F3ovIim&GkNK# zmHm@?tSW&48zo`OK>Wd#^|)WmO)~s}ui4>>dPwMaYCPq&EqfD^>ks7=hlVrBsK)ii zyDE#9t!Hp4Hjtr)RqZs_17&CV5;N7+VOUC6s~7xP=fV9GplGu}v`PvN+%I7u6Vv+> zfO+&y>fWnQoLT{p5uVGYTFuAH}UJKp~_nXN10PB zTzk9BBQTc5wyi-gFX^fPargu**PGY#Ypi6zlF#q<@$I!Lca&H4H>6}OD!Pdg8yF*` zoGJ_1nxjg}*EtxkRF@Oa?+*?SwJokp8NXpG`RICUhr>(LR~)8=2R%sQwF@q6CKJTY8VM9c`j;Vr8Dz_dUjNf$tJtK5t?m2Ml3aKD=H~t z*4lKBowv2C#JTBegZuI9GgZi-x0B;~LhJ|<(|AYc;zrZ#%H2ZwPR+8@-;F!YvNbG$ zMz^j&dKw_52rJnv(d9-~ZrSM&E86&eArYY`qH6_@lC|1vHr4IIwA`;)gDqL_hq|C}*GXH@LKx;h{0X#7uErbSJ~vsB1N)AQpfcg>k&I=TqdArI9^-m)%k6TcQ5D)i~dm{}3VW z;H(pxIEK=V@TIJ2heL?Y3~pIQeOGhF1np^#N}G;4DXTk3t%vwz{Is7N@KiB$akQ8ZK60F1KdGMZw)F5K zZQRrTN|Fq48aVd@XvqGtSHx+IqiDYx3Y&2(Uia zN9}o*%d+dcPqXhRTmLDm`IEq@b$_`i(GYF;@$^vds<&2S@Y<6(MJi;e1IWu4jq(8Z z8m$ghZKb}+gI!}7p5dXBX|O|$u_+tMN4muHnF!)4|S@e=_J8f@)WMU=N9&%#GEdhlr1GKIoXP;zCdjy5UvMaILx^F_Vn}`*Uk17 zHdH~dD~A4!)IRnY@bWByy16pi;_aVFR+=39KBUBX+%$AtZ;_^Jfy#a5hi>OsfcWWL zn&SD7$0;O_rHN5XZ3Ljb32gE=kxVm>X}VqCCAo7pmkxYPW4VV7du#V9qdN2SB;Tnl zMs6$&%p#z6a~;iFAHx1q$bk=?WM-8)-Y_CHU?@YJdxii6(MEkq>^G+)mlJlJ%tT61 ze_ModmlSOY=tUy@b<}X8E4FUAj^^(H5qX(im|^3 zgzm8fGVh3LB=TZxG;T{mlzIV}xH@W1+nS*gKENG0nh2{i%liA^_-v={)9kAhIgLdY z@>^kTNbgp2jl&34CJ8NNE=ittC)$4IR&y~yF0{VJN6pR}5HFv_Z5huZo|rsl-GGNS zW^x@;ugeDRhBzYQ(@An{D)sXzqE&y>-=j@>St_YxEj(N9^i-!jRV;ipns*a&<_^%Fx3>5PY z)79Y^)JDj7ws0;AIU6sfSYVR00k_E&;6Mjg=Rw${Tz7wx&s73X*yp*x<4pvh8xS{v zSkLlB;5~687*C1R2bG~xr5%VTGCly^c!PmVX zgs~iwC+eanPUV)4?N=;{^cqy4)f5}P6fpyOh==J{vZEU1H09>~I5I=IOFHglW?9@@ z)EZs2DE4=~sNAygnNGgfVPPR7!@am1^S62s1WJg1%ZST6tSL6q#ESsGlM5^wBEg3y zah2JZEbGlLV#AKG;22ev2Sk!-5)^NNymiHZe$@ad>BgjRju}l2q}zDC*y+#OE>O14R=1O*Igc z@U(3i`IRg#i9sS&k4zxaU-70Hk|>ak?^wWhReR7*uW+K6DTl}~ggw#xP>0Vkt9(VI z-+FWKwzSi9&HgPzWpf?XH9x_u#>#qc?*8{~j6RvD#2>W-)L2t%es)yjd)TP6b=8Gl zK&Ysk8^Dok`473h@+jp5jEc3fls}6TgEI2x0=EQADze>;H7ELOj7*V%?Ni_K46Om6 zmaEi!jQ;s3mCHw|cSP@r+gg>kSD`h5VJN2|Zub?c7ZsL<(M$^hUt=_s1ll$|F^~Qs z0tVR^CSUbI9jvTG1rivsqU#5su2>$2IV{CrX+}1d}g8p7t+m5%~&?Fe43zLiMD|$puT{&t%v(k05j5*SQPcE_TojmfG1TVuxzfd zIGFiOSIQgEgX!b@H=!>OizO$wY~eT9wVBH75G9DzXYD?>_FrOWNEeNG;9t28QAfo< zROP+-2UvGaomt(w15~>$i=wpc-psnu3Y|)HHOuZyfa4)5W zAtf8pji*WRIu}!$9ZovINa&k=K8?J2-`{UlEUjH0rzTH8Gu(r^+HZffpLv8WjSwtR zoLL2e7VO`q|NOxL<*xFH!!rgIaj_;m~pWcJ+%~kFJP6C6U`LQGLy^#VSvsLjvyM)$%Q8zvy z4bGSU-Tz+?z51d6X4a1O&&-vXwZ6FR$EnvvmbjOj9`l@xRLfe`J^gwvTp+&ijX8C{ zp}!6ZwHC|g=;zm&Uxy>JT-P4$?!q+uRY{enJgk>k3XbFA~-KvbZ zbrU~!C6rqTiw903Y3xA0J7uf$wd|?5 zHxr}Fbqf(`7>)g)W>T)&(5;Ieet#(p2v-5HcZ$%(f+kXI?HkVMJR2$NU;GWMxs5jT zZH8%~fOKJ^!^7KUIc&5s_QQUZ_r%6C94(VfrIe&cLgOz)yf24)`PxdCSn0&mQtq!0EMrwpvY{1q`@bf)K zDg)(gqRA84CVYxx_wVKkt$&E#q7H#4`6pY8A#n<+3UWU=W6zM9x#Xj17#TXg{8FqX8e*^$i;^4K_;VpemH_5tD~+e4}G_ zza5ZoX{5tO#xq&!>q!6>=VG}PJHDwwJ&WLdDYOc0Mtg-B<}iS8KnZW&7B#coasM12 z1@yIs<%^WBp!GIfmJ@1x4JWoQGfPw${vopQ@qUb_NPwT~S;D`7E*=1%8T8Y@g&sDL z9D1N&oQ6v-M>!{SMm^1{G{8fQ44M;f@VpJxRrk|#;`<`Msbrm*_AJM(pVc#e@7)CQ zUhOd7SB-HXpkh!3!3VBRXcH$r0L^DqMAs+l9WQbE!{ebJ4Ed`o`8pt5XFI57Pw?&w{r>HM&!w>kze@bfSRC(zmX<1?n_=d9L?Xl=X(0`gzr#5uX+Gh5;;DN!qMv(2vsvM=&Kfu7@v!@p zp}!JWUyoNFQ(CuUdWlYjMSmbbmoAFehAn7S~t-r&jghxcM^Q?u2VqclU8^qq8H z()|?bo2n;z#yB5%*x`&!xLH<2QD18l!v9grBSVHrJ0X1R>4m4xw=}2af=Zb}{Xn{B zsBK+S4rD&>Ptl_98RQ^#zOH$sQ!FxC&nkaalb8*8BOfKzpT`=HJ0Q$8iPd9HnkA~D zKI_`Kzz0=+w*)dt1vP&~VILxby$6`PO_}!VLpO7yq{BkaA_@qT(A$;Np6-=X@A7B8 z*Kv^12FQh%x0QbLa9(TIX}|Z`8%)f8`*cIhJ+sDoz3i?F0h^5*t@jE_#MwtaKZtUS zIyu8uF(pOeyvHQffcuqOPEf~vB<8HyQpE;So8aOnqSf!JUc^-!DL}(&Ofv-!o);SNew;lwYt;R{^AkY_*XuivsK%u- zRyGVD87|Co?odwxjb4X=8A}z+*w>7_uBZ3kzh$1l99$UUoJVn%D@B_t4K7UU5wq`w zb~Gc#^ZNh5WZ+T2s1$IdFT1f(Zk`mz;PX6Jqwjn7wD$9$0#}Q;^%C8&{ZfwTuv$@$ z30@cX+^00K^>zjJ!5oK-+vz*&PK9?S%&TF&k-AS~_hEz9ns5w)mq4w|Q;79! z6VGwGR_{;Hq&4f+n#7=1p)E$WAKPIWrwWDV%R$Q#kVcvm-!>Qgbct|^>zs^Fh&@Jg zOPxr!#1(tp-D7eTVe@=9FDM#QZ~ctn*ED>myJZt@XW~s=_fg4CsAB=ghn)PPK1>)5 z5qh$77RqE9{HDWznMx0}C3Pj``t-F@Up3NSpEEMd=u`T9OW1$q8qeyGRZw@MWDyj~ zsg^|%WJ<2bF^W7FFOk^m zlyQwnuVD`Te8H%Efb3}Ni*sp_WboWXlqESTX7QzV4_7$7bz#37<2kGo^4i>v5v9Ia z&v2pREZ-$sqAyQr@Y-%IPvJ)ddSGYnSIuY`4EZXw+8TkdeHS!SRvaZ^T2)z}IPN-2 zyjIWsA}h5#Ol|>QzTffq79i5mfCH?tal=}3O%(P4e3ynR^7im`u7!`)s2s$VCh*uw z)yP=-kLvv8<~)E`tB&N$8cjD?dn7TwnC1fOec6-DTY%rfDjx2Rvq`%Q*UP9og<=*y z!KN3iY+BZHyu3Z$q}lwCbsCGDeX*_Se=T4B-r{iHe1Ymp%qTLHyH#QB8@u&2@)CvL z)j%nFJjgByR8HH^Y0qAtWc9Mf+uiS?Z~E7?OQiLuD~DD8sOZ0W!>s?u!<-#Ougn6} zQS<3!9%jSIWrr;V8|h>_u#n-r+zR53YZMo^Bm8s!kD_dj@=HIWQAK|g*<{};SY#W@ zCnX*AC3~d(o?8hhfPS9~=+Z{Z3_8>6@<%DYk?FTebkC;}70q*U1_|>r-7fI}ls2If zNb;W=?h_z`6^3Q>G+(>6?1EtJ7iR_&_;}RgZ5XTGc=C6L*^@rTKk_aD!c43gRu?g}>t1eB`Wmm<1n7z%i@V0}l#; zkN>COviCUl750n+rAL`yDVH|Abq+qf8hmZM>m=|RQ5O#Mck}=qRVo^Oc7lf-9-iFr zk%CT-vCzb^?aL6Q4AHPFn}B=>I$q&mjChCjGxa%!JIpE;F3Ny(jOx)v%~(cKRL|F+B3SbuV2Wh1!hqyC0>i&*JRC2 z?gG0d7hdZwh}*f!@v%E!ffIGr}V$<4w3$VE#&JAAxIo%`!LSpvC8&IL!gFyN)(HK(jRKF%GHuDy~gRf%I>PDlRQ z0LLw(4Cnz-Xtqme*!McNKa(y7doG-eReeK(fD(|}IpOOEXCuepB^Mp~Nn;kDoF5(F zC8M8E)B~aB7(}rlIk;{lsUFM|A{ZyvLMjdtu3g2eWL$MHB zMV}{|kdpwmPt4KLa1oppJ_|>R*;hz8mNni;`S4M1N53|D*UhsuEXz=6ZUN&m-sFh= zeeuQ}+9JhL8*Mpx5VcQ1@Ilx{VR<@3(vy-TublQ=v=9;EaSOgf3mC2DJJ_<)N4sbS z1~@wjCpv#X_8WC4;CgnC%}FA2{R^K*eO)+iQ&FrZ|dqX&UW3l z5#EVlJ%00sNr5AQ6=3G@X83RbFvg_O;*8&0qfB1Zan6iEN>hk)eO0kui&5=rp{bnQ z_YT=(!9Ucr;1e`BIt1Z56FB&Yi3M&j^6VS^EjKT{jq06R03&u_5T8ivv0;jO(M~ms zG@I~dCT$b%l&yrYY7p+N>`q=Bc(eP=SqU@ zLi-#7Kj<@pW;1Q$pmey5b^?zCxEKF^?135x2n@t+Xj}qnZgMVR|9rchmlObI!oj zX95Kcrgz!m8*8ld(wh0Cg6~@6!gBM@?U< zIM!b0yz>VrDzERty$D?k=%_GX@?KCA+T-_*qo$bNQT>G)qE*0kLLu$dcO5&rF9Q9* z@LyNFzl6);dg_TtXyGk)#r1;xfepxsI`Fn~tqJ!>cXmsKs9V2F;Q{i7s@YoY26jMJ zX*9{n4soXhkwBKVywBv#IC1Mfq}_}QE58ZPhgN*X(T8=`JsLlGR+n@Q`;#MT+X%F2 z#kqsX+)G%twYPXO-X(fkQe9d9eqp*f89e1kppaRblkS;j(cSk-wtNgnBLJhW6`aQV zWp#+_ncjNWf#(EO0l!O{%=ep7^N0Ge$+d5Wt5}zb9r##2k`In4b>C|aF{`-i2SflJ)s$iU5igz&BE?6ympoY21jYO$x2=|v=&T*yP8$XpPv*|eKS&ghg!DE+aQ2v}AC#hR zCs@?t0YXF(XNS*%E*68ST)hm#?0McW2Z)Go%lO-UfZ8;u98CO}r~S_D!O5Y#zJ^*) zBTxtcg{9756ARXN?-x+<^>R03x6jV-rOk^)^H0Zw46`x6^0)Fth+^SEa5{t)I2g=& zEGpP2yQ~y&e=qwOC7nv!ar1YAOYbnhSahq^| z3)Aa$F^1G3kjzGT;>GZx&5KAAQEW(IYiU2RRo?V$4g!WKe}Fa6TpgN-Z6z@rf8;FHXa1|t6?6i}(KRmxr7VF%v?kBQVNB)C z(Wot#<>r?Ct5~fi?}Btg4vH$rPB~>pg1Vy=zcqriiDzLB68vMHUqoczuyDg@{lx#i zvDQ-F36*zP*ehkP6K+2nz6D(k2P z4J0ta8QB0L$fq96;zXfA0*8Q2EpfxXy6j z3p}-O(sA(k2e0Pz`0`<|{z0eHaB~rKhK6wcox}^?v98a>@dnj5r31#BQ=pN}7!}80 zlPfXyiu&K#243aI@$tEwGvWh*Z--H}LNYa?V2i2O{^tUGn5Hdi8vdh6c!Vux*cf=7 zyB5to;}e|(UMwAoC`Lk!=3O4zH^R3cFla%Ut>@!%p@VQ3nfhU-H?49`&P(0_I=4dV;#)Q=Xd%% z-{13lp5Gr{Uaxa7$2sSHzwi6Hulu^#e`435MCOa-+u!idPuj6?w;b+?Q=b4o1A4?- zl`}Gl%}fF;xoQ)Uw1^18?jngd17|Fn2Y>LDWOf0P+@m)_bJ#re}~X zZJ@(9GQ)ASxGOj$o7H3nDb5?YnUMspiOVFgjQd}oDD9#thMK1jw{CuAGWmEk1&o1w zLyD5Ufej-wIq_c#TUcB^FBtg@TY;XmXCq%D8xa7g;Of;80cB>)momgDxWiDC$sSj6E{d9t&}Y@j#xJ#s5wV6Ec7eM8?XyXa@y+x+yqc9v0cEc3HwnQ+Dz zvPB_sWd*%wXX3hX%KTH{u$(OLiXU1BcY`36lC#Ggr;@ULKXI*Pi4BrJa=chuc3+koDBsnNxdl=e2=& zz2fk%+rn-(hB@AzZiCLRuX7h#Xfwls$N&ffB|Kv~--yn68ZLXt1wh6uwPe`Yu=C&zd5bk# z?FMZVS5m#;y%RZU`Z%|R9i_!&1In1s4LMK8N^C`&;TXzucdGp*0CvXx)P+Ee7wLH9K_MGitsv>w3 zc8{n{D*d*U98;V-yV{w*SEFEG51Xky!QjY+%Mq&;pXtqk_gxvr4RHj``Drt=Dtg7Z z{9v;(96rY?GQ1`gA>Cqc5zfi#@#(eoWJy>zMnX|zxiQ+Ew6{KJJ~p9Vx@;c(EV(YI zyIx+%-fgPXe^!4(ZeF!;C?n}Z#dA--XsCQKR(Nz#JOKH=iB~z>oA+lLHa()`>s)xp z+!r1;oY7#mr_C;OpfHnZucv>m^p5yoZt z!%O8{y@Y=$R0tyOafObpM9}yHROszw0!{V-x(FyuSZm&k7k%l{bjng^m@5-gGoFY# z+FWybt0>yDG+tyAdC2B#KSiJKyT0xrLxPGSe-t4g%d}Qw_j+)?nxFp_~c)-wK--!AkJ9QCqfNr!O zF4e^ugS$iB{jQsJ+*-byQp|fz7Z)~rqfBd z=W2c-^zIpf4bJ`zXLFM#uWv^}#qKo3I*>aG{L_Ao!=fgwih(?f(&{ZFyRZ_jzZ z)-GK4ad1WEzIh0v%l(+9b`IUTLZ+!sgfx~RwwI2J>G=!u)8?i(6c4@$9MY_`vVvMa zVwJoWA0# zds5cVwkBln^_*@v(W$KOYIzg~$qq;;eGntQ3pB@UbOxVEdwz0TE_m{xRzqbkfCj{d zw+N5D1=S7YMR#%YIVHK>qCK*z{#YX~5Dt8xCNiDdEywsR)SKDiR z3&3Oq3a2AEEql^_s`I04)Yse9P6zzFf3!%WM?+xYavr=@qw#Q{zPRw#rVAzV>{T z2f)xoi^vx>_JTdhuH({mt{I=p_|@WL!LMEltE}hJF)&+*i9hZU*L|bG!t&rYkHv_G zvl~l;dg!~r(c0>#r5U0sIY)(de|M~56lE)OBYW4!91yvco4IF(rekI|Z zXxViJXkT05^&T+lB=q}i0ZUwZ#N?u(f!1I$UQLyIx?)=e#F_c#p`mIIn9H#6h2cT9 z=j-pJUG@M1;e}e|; z7GT6Z-w^`iJW&#F)bk$hpYNA7exm8P^CZCC7`6>_2jmni2%pGEB#MCTMP7pQ!~OAI zYPi%g0JD3x!qX^VPfj||1VlvNEF1#(e9Yew%ImxuNjhVxhX4a~nB1STZ%0!j7u`rSe%5+jjzw5cWRfzM<(rIc^yyU%gNJi0+>X&VU&fynY(2a9eYNuU z7>oQLXBvu#^HGugiLd`_OiK7l8jV(f_jk(wO98IX@jG?X|B{z;y28bgk%g$5SPs0w zt){C-pOs(C_kZC80B)c^_VSnl&}R7hmtM;E^qN(Upm0IYLLr;2^^Y%f#&?VD$0@x_ zY_EXb%*w5*lisDS-!Hmh-Nyq+G{JghBL|>V1*Navy^3WKH%fNPk4zTnUI^IDzsX(E zHk*Gr0!+PVA+?^BybY<>?Uwk4wQx4PKES-Y4$=U&h)D8%gz$EGF`8R_ z$?hkkzRT^yKK6rP=H`!|Y`&;G8L+Gwao>*-kSjql{5gCuQT!zti(#QUmHYg*l0 zIhY?CM5a&Oye#f+Va1$MpQH9Iyw9;mUKb!>J%}CAmdet8+h+SzgciHz1*^o+V62rG zma@9MuQq9}+2o0q$l#xx*aMdbY%QhMSfiGz==U~?G~|y6dc;u6b;6UZuKXbzjw+Ll zO{=x+ZDmfJapK9Rwp%;hzFbH%K#{Ew;(@+IxHhr=Aeo{sBX;Ppl)1z}nT${A910^- z;_zd(CVFK7b%5d0D5)B`SjNLe@Kl;d<;}V=uHGmC%zB;x^*_#7T-TU2KqI{DZqGn0 zNT?L4obeFv(HT3f(aB_LuI=4mAU_>QQiE1=7(+B5P74GPW(Y@AO-3L@eida#9K%a? z-_TmuRp@?`wh?*C8-~Qa@Q6YPcYhz5ONw*YW5AUib^=2D$jIpzHowfXW6vD`J=DDQ zFfUXkayN5XH_WVI$jkqZ-XcDgoQ$+xAb_gFO2pp=o~7-z1CF(1lO}y2H`-V_AQkJG zwsH~sVmD2cZ{ZOYIG~jsoF&b0xBDL@k-(=^=N@ntLee58MnO1zSWqIQ@HiKk*JSr| z>7IT{)=qQy1#>?pRv_DyF^gGoewL*rV5f`Fjsyh`G8#cgo;PwOwlguwl{8?P0NQTWf)5b1YJeu9iN0R zqCdv7Pw~Y;E}mdkV8TQPQY4v^Q2Qbs`C~W7X9!@?^g|yzZ=99;fmSe`u+a0ZnJp#@ z{+_KU1q91Q{Dlzk-ss-Loz>K~G`)gyYqA_ccY)Y?rR2gk#dn^w@@8Tqk69$yr$w0D zi(w((+LqC!!)nDJUGiJOmH9-hL7F|LR!)w7Hz6H7xVyHvCocx6j?ohyVW?Y8O3RJ{ zw@12vbySAH)>0NFr&*WtJIp`sMjuc6KXrHyNWPKDfPRKy^b>VVZ8e@{Ho?YG`89v} zXR3bWoAcxt4{KASV8a3F!4YnG9hISKI5!S@GL1uZrr#c6v-{+)nuq}uD_|~ufrgdX zJ4`*&aVvb+SUwbni=e&TQ{S^w;jpqP1NkjVpz0J|$3=&zRhw#0lh^@e$Nl+=f9__# z;eK7sd~mj2iB?o%D^>=9>c z?4BqbMxFbaNo0rx`Sf?cMO98reX()vKl6yKyKOAhF1EcKPwow4GeBk0;uK)tZ~H!?HY2DDY3v?h0>I3o~v$MG-&1Y^AsAL7Be-i-lF`5?LfWP;?S&)eoJ0Huf<2 zBbYRg>1{GicCl`O#q=NO$Q7U0AN%+**MKKJ0%2^CCgi%6y6?rNJ!889B!gQY0_l5> zu3i8ustsm?pJnw4(C++}Gbo$ja(0Ga0N&jQ4h`UM<`1XFM95t$JY@KlsMP}L!hVzsCVxxwoVd$+AW#aLj!k6gSzu_ zW&UH7$NMJ$9{K*m9|Y~F$6IjIW7!8bE*qst4ph~~u3*FI$367hGn{?WmzzN@k2(zj zz^bsUX`8lqk-L^Rk*H<>fB^4b6J4;S$f}LHMz`X+H7bI!mTy4t+5(lbG6CCR#TRa_ ztv1e=h>)4asZbhtUxkC@nxcw;A6MM2S}Y; z0>=hGK#O^sftFZ5&5fG&DQ+0V>{4%9yML4OAt zPF97xkrS5#fkxYq1KE3{vTIElRF4Pk;l(!rT@e7ZNvew#AMotsb$It_O?uU`IJKw* zzNWt=y4t#XZe;!s$KL(G@+|7jE>}bbus9#R)s`aFYdByN)~DYL4s`I&3;Bm={H zfA}$>Xo8SVWd3q=)WzTP7v;EncW@IKkj;4r=?c{H!BA2+ciQ&F;@GoGQ7wWY#nQMKG8mRKO}>~M>UUWVjVNt`ufC@M=o(Fzsj9q{#v;#PJqjF~4?T))c#fZ% zoJ)4dXn4`Rx{1)Yw36)u;FQJuNMxvZUQ%EkX@vi+Y( z*z>UL8*1&HR{yCO#N}Ocb_EL?=svIzdnwA1*=(7-MgkdHPw15V5r1YSB2|~6xqL%a z_P!4#fN`c_rX{*TsA*2!Z~w@p$C{D)2|Z}toHl`W&jais@$WoxKHf` zig~n~R$#M%%85+%8Qzz0XBNvx2c|TmH1~Xh2{sH$nS800 zmmPH^5Bu?IGa`2X8 zsG!&5UrgFATqk9yo%&reQZ&x&(rKuX@PoFhBe{qN={>nB)3;DdXswtLG5FYid8f;8 zzHztCdxx}+rE2dr=Ok>%i0Y|Yz}GN20t>%+&z-hX%Qrk6J?{q=nd1_FRP2#i1uK}! zp<{7QaZ>9wS;MaB_uKPl*mQ!=@Fhe+<6cJWm#u#(s4zYo{kxm6!UI38Ze&w+zccyT zDDGvx73i6@*q-Nj$1G75XrQE2L*vwuqGvTLYKiKoN6$I}pnHJG5}Db|(o`nLbPzBe z0NBo50=NUn+qFdgmA3fcDZ~g7@qr}Jgu%K-NJLH+G8Y?i zT;Tl)CM9?SfIz39>%2Qq{B%zb09-iCzj$>#fcWM#+T-h7Da1D}I3%@a@o~9KbR)G) zfWP#6YbhXe3sBn&(&dZ6Ovm4;|69mB|E*xaHBI3EAVVZXQk1CzO)X_n-;1#j_VuK9 zA2cGVd!A@2_OX>{dSAT}HT(*E@0*9{Y8$!WQT629ID42;iW<|*onHC zPc>$FDf`=&)SogwapS<*+`USmp~WUa%GCMF`ngE$t5c)w($25GvKN)#{F&O+eASLW ztNXtQ6I1e%s<2RWg}o-SyRm-qhU4rl1ts{6>>1^fBf~IWo9TQB~i#_R|oTlKEJ2h5SLT{Q~HwHjgrxED{w z=>77Ril%M2MiRaoB^VTry)qa!{Tk)fEh=ifX6gEGPA~UdvCut0`+=<5rsW zav{#;cRqy-e8pYy#A0{XbQG=`Gokw<2qky{g>l!;FeE@j=Ide1elDuNU%Lg6Hw74v z>0D~={~k!!i71=e628}P!W6?udFgvFy%;b0sm zP&hDyC~`6ju)1wyFsXU>(- zNNY_4c2E^kByus?Y$(EAe9wDZlbMUF7j&LZ`U+W0SLVQ7Eo~Z^>0A|7MC*>EmryOT z?)dWHOcpc)RrW}GPnr7`R;Y8!tHbio>ts=>`5W+ zVMjF2vW>TU_Z`69LySBHARjK0H`KiCa&*Eeg3DvZiMixapu_qymfP>bG)2AA|Kyhm zycD>#CHDQ0Eacz1Y$MOa2^-)O&A+$7$pC0;V?INs15YLh*?8YhRz@dDKLd*ud!X(_ z+{8h<7-AYaeJ@F@#<-sWDra@DAFRY%gBxACF0#$eGvD0dZHXrGIWKj8EldfW$l>>Q zuLiowR-eQ!><)cV0<;)Hk#=Z;;7bG@b{Xp}{Gmt-*D->z$Jh-`LRAP5H#h0&o{J_V zLoOn3lZR>eXjfiVl_UO7bxO7Hnc2_~ggEk~-y*b2~lnM+?M)rB; zm=(SzO&@)V6_uTo3jPh%%$s+$qIbH`gRmoAkpv+~Sd&Zk$Ert;S@w@1KA^L90+9M$ ziNZGBaVu~hmg##p_?-@@KFLSb>S1f1iq^UX1OCVe#BD#X?h`}PdGq#fV`z{@H6^j4 z$z>51fw=}ZDK~%O6Twv?O~qy3vPwcB-C&%4G>!se67Cd_rP@=-tbN-j&zLHGOzZ6V}OMd;#3AEqK6WbL3K~!HbTqpo( zxgJp?x8urbsi0p^Kk!p%s7~(WNIhxM?^8RO9?ueT-E9%&TQGpILkvU8!$T2*(}NQ} zdYOre!B)N(e294tjjlj*b2o!6xu`FFHrueW09dr5QqZf?{66kco{rSa%pK~-(7rIuyUfs$ z?ju}A9;FCVp*QD-a9CvaB8y-h=*SFSyv~78N4Q{?V(HMVMfVTr8{2(O) zLkJH!^eab?K^e+McW3gqVZ*1bm>I9OgY!}opI&5j&u#M-0SAo<1(LqOWuy* z2z1`F*1h?0{6^3I3~$>4{f_;?{-RiL-GJolRjP@+jgEP4CkYRaWtB^E_B~nv)SN_W zg!AH3w7-__eNRd<->Y#s8zj|07R#Yz&I`4ca4Ezy(iHb!bvW-9S!CN&cp%<>&s^^i zb${hjGm>L7R4|UWp0`Gqc-skWS3ml;R`iV?GlUdC_EDBbOaSq;MGDscc5|=4k+(6; z%gXaR@j4+E-(eZ)9kcl%fwFDLjI>4qni-2p9Lf21T+?gC(XCv)G7~lWDhM$+H7P|| z5boXp#XNl4yRpw;c!ZuqP6d*whe~t{r(F~h9=Y+wt^7rDP$v)|DRA&JYy-r{6+P{q z$pK*W1bP}nPZY!D2aB;-*Mw73J<@O<=c_-nxsWAySaA|Omj0BY#rW;Do05*u!ze0X z3`Ln+ZI0{qQjlNqyb_^$(SycGx_Mxr>FOgM5Ds?I2Ykj?KjhM^uWq_@*Y} z_AadO+;?XKM{l8hw_12OHM;*DkQ+go_!Yw z`7)}Fr0wp$TeigL-FHNE*+l|s960@0R=6A{azZ01%5Sk2*bo~<#z3C|FF7SxhcW{m zoWIXO`+jOam8=L^ENJ2QflC1r4kcFIXzK{^9WK$Mv)vWQM9T~*0kfF*e3|r^HpqTa zqtX2d%8URb)7Y(WO7bEm&W9phxosoYf9kYZeKohGI)i$%`n--HFa(26^2yYiZ^V%< zD8}AE!ebnAbvGITg6_bGj654Vm}-ZQf`c+kk17CzjAWxJZ7WS4cnzeidi+2pHTj08 zu}<~+$#i6s?RvcTRfdTMJ4z8H20MlF`ikWHh=cpYE(9~O?QsjMm4%-yV1L3{LtM}a z!&rYGhu3jtbYlQS$pdw>kf2@gbYPnp{bnqpj4`kW&w@6qCEkVNc$d<9wk^`PsqGJ9 z12)0ii*ScRE`Z|p6L|4gtA%b^P@R@(c3w2yfV?#=)zt22wthTsoO=aPmVI3MwM^v$ zg-fFOyXm=dr8V7+r`A>yvJoU&WSbmZ))t>0y1oDueG25UCNOXO(hTF~6=W~;fC+ei z=YE8G)6#~J2ax9H_W2x+#;+beGdzP@%6TixaP16f)FgsZ@5M1%RF@UxDvZY$sFSo^ z{f3NPd*t*Z4`81H{F-s2B{pyN&85%8NUzZX@RR5H&ymR@!p z(u`3_;aX-3y~T5D{r2a3tc&-0H+13KBLdETT;z1?mb-a^w9%Q+4fK|A9Qr6{A;-cHuDmfV02OJM%-RC#>Z52G4lc6DucXwB+j-uA*I z`A+N$bzpvK`#06p@3q&^lfvOzIxIMU;pxQW4#LX7KtivzGc|_Cw3zFSL(iGH7&J#g7c}2MHc&_CRrE=UsW*~ajQXL>BRZO2$GGdf5`V~&c$TCK%^OGkGE==}Tc^vl zk>6{46+RP1fT^&sW@sDa(lN;>VXfp#_K{o}bVaD66X#vs>07vVlX}&7*!tHkh!R2u z@!M=<`lp)`F**uofnB5OM1M5&OE#s{G8a5WXCsuhPPU7O++#DUaba0)>o$AN%_ylQ z%X^pcH1JtefGwmcU}&c5e0;_*tkjrW@U7x={U5T{mrUrBW*mJWj-M}CcsF>&F$A0- zsW!>B+da9S(0u0Ta<9*;f#?nong@d)&;g`71k)ui4`y3*E<7KXuYNcC%;m^sX)yXD zQ>@n6?9-B=lFTRCx&gS1j4S$iN}%6D<!shqTv+jp-MSG2*ui47o zD!)+Iw!L{}UUGT= zaD;~$xWI(JLqg#_c*&)QCpiWzpA>yqPG)-6>7WmbH~H6PulRsx!i$y%1CEknH=rw! z4;o>|4%T%usmlm@xPD^C^vcIvVWSH!=qA-JC$1gzWly5U_HY`*<6Ww-(qT5<(OuV( z2vZB~oIQj4aL=LUVu`mWetsh@v1WK^jj6#*K0oQG#b>0v&KvTtAC#8awn|7kRz~E=Tjd`;zxyYay%<<( zWlI*y;f1P2=4yQKJw2q>?svVygYoQpx-aa8_)%(7|387lOIDGFW20<~dX$#P$RB%> zR|HZkA9P*@r8V2XR$(bSzE7kyDH#yhc+eL<5V8#|T``b$qzJpWZ_G3M8SEyY`g^R? zGx8=^=x(u>$u^}(m(Qu5J4?8DJyq^o0ckdYS2E_Z2|M7l$dz|;r65O>W9Cc4Gg~yp zHPx9-^jE!xXYi@NKe~3=i1$a-3HIh08_p)>l`bfbeRg{GE%f!g*(#G6(ur-`v=;ij z{7{A6(=74MfSDbmv3~RQJ8gMNd*tKaQ3J2vUg|P6Zv~}XsEAMGUOYbkO=S*%Qr;3F zP}Up064zW1B2aD@kzn8x^24bj2Q;w-4-VzHwDpkSnmkP%qtOhx{jt8m5au;?-zov(0DH?hn6H&T+H=Qy+l8 z@V^v_u>j1DEu%Vdj_gOqv~YwNc*jsROz+H52#;R?gj;HK$Iuz6mN-N(cH@1L4AA`l z&f<)ce|}3UYNL=Ze4Zes`Cj2KKy*jcR-WaCupn3D^}F`dqSBqmd0J;yP6eHK6^8sG zriqLqiUEapG#fSRW%CTq}-yT?{QK9ZdCq*F)cFWe^e}e z1R`Tf-rKoGBCc;5wY3dcM6EeqRs^#-XGBtjTuUf13ixk&=l^EnJl5d^%c-n@jk>*{ zy9A5Weifq>;rpWDpGRt>%$Q!KR(f!V^koTO7k`V9mR?f$XR;6Nady>VO(J&|NV=iJiF1P__t8>Nnp zC@P{hUV-%XUkV15)5khrgi^_=z)SlLf_t_}gu3N#S;{>Uve?MZO zD!j`hvR2zES1|GVbzV@$@iyiMdgl?IX+=FJk&w}Crzt3ypt+d(bNaHfIF>98w<2Jd zJ1bI0))IUL9%0Up&lxY2fsd0Qs^QJn7hq$%8&?(=llKYOBh?EqvW;EwYTl4j(H5ii z)9FdkfK(EZAbBA`c(N4pjk`Hb`rz)LX>HMc^7nolEnNylk=M))qxpF*|{GXP1Q50PSruV-eGgT1MlXKe~Pd$$v%&J zfTw9M3i?cwjr8REamlzE)?3HL(UZK$df$g7F-ZJz$2JxZye_pI=C zU(G+F@~y)c7H+4->iyFb_~$9p&>EMx9E-8}Y- zL*&`vGS$xM5<`R;OM4%k*dC-#hFH9b zCYJ&075x#{>y$n;5|DOG8Zrt}$r?pwa+cO$soGp~h{{-qMi!!C6-BZMKc9Wpy(RT} zP7Oc-N0B&PNqVA2@-lHIswF_E)J@&jPHhXx2)m4Q;RQ&wM8A;LYK<|S^ky~7S41LfHjcQu5D3*ZX`)aVpyWcF z$JhdWY1U6kU9D2eZBM{^Q+#_mQ6);*5#Jmgu34n*(tT)6q| zFNrVr6!uA9^*UWpbeP2+OI?^E+Y}X9mnV`>u3WP+xoUMxoJ36UmO~>Ic@=9pw4=Tm z3Nprb$$l7dI1;}AF0RdFxB6$}^Bd}0Qg!cqUty0jao<*;VPr|iLhq};TrC(H_hG9m zivutKo4ZCdyq<3N@##i!#yCkG+4cyCD%qzB*OHtZN~~N393OpC64rmJB@3x5wiI|? zS$&ZDkJO&aDk=t94Gn9#VX9468;{tA1ZDt~wE{vVuC-4O2>yJWcZX5?;nzPK%|Xx$B}6ALld_--<3NeisB0Wr zFj3oZOBTNIb{;|)F8Lx9=4;C3RhI#PXa#`lCXjJ`GbP0PUnLQl-gTKLEUdulVHIfN zE!L-w;@;fWW5ute`V&Vm*^qabN}&+MP17EZ?oSn-{WL!1i4YN_4d9)g9K6UTzR_G` zphC4_@h^oGtUiN^z`4Y5-3i~e_T=_BBQnH?ukGZyMq_sThz? zwqhZ8**s{toyjRJqWDTrW^afGu8;F=o8)BGml)1aL%b!r0WmU{pwXdVIZ(9F%66Gb zXPnqc#xCHX9yk4JP67oRxJ}hLMwi2+6Zvr>^(x;FdgzBq#{2SA+umUR5YX0 zC&GR=0>B%2ce;SZZ-txvVZIg6+z9ea@7ER*ryzn!UyzGw^WubXFeYMuw~XDcXI@O> z5WP)#!Vg@wo1+zbO=Z)V+fBJ{-#pzd&{5+eY$r5}DE^!8x0twI7yW%LI_v_18F!o) zVjJJZQ3z9wJair#W4MFcZ!Z;UJAY{``z%s`?MxkHJ>OPhFIg88vIy6?H1BW_Qf%>zEHOrpTwD5=B3;_P zZ&us9rP^>g5PO_HwEd#)gGeh{ynkb1G1oE2)@|tSXDOt24@k+k4dQ`w z@As>(RgJiv034*dWTQVL`ETJoukjCpD4mv7tOvImsUq}h=h5k|iYjE))$wmZK~edM zP*G#W=-8YUyrOffd)XI4#&z+_73j~o_)EqYzJ@xsyMr;p)4?o_WxKiN8KUeFy`Zjwi^#E022K%_2 zI(L`16J)H7kb?0Mp7&%0Nz8`#&1_pv`=zg0cBbkiMH(xSya|2VhS7Gq0cYcIz2z6S z6XTc&i&OBoVB;63x5vk#9FB`hi^{xG0U8wHSz4``F`hDJJ>?Dye*kX$68nIDPW4UBxNJ{(k8;vG zu1S75daZCwb)0`a#22k>`Ol9Hu(guM*jO{wFJI0G=afhOWsj9CV*~0*dA}6K4sSe4 zf8q5`9{h0n-L^%-LWSIVu1ns`e3?Rs4;bw&7{zGe-=rzg=w;;nC_&rCym!Iz8aggT zU>P-&s24M&{sy@b2k4m$5K!$hgv4dihcDvnpI5ChS-b>c`}~uj8}+~&@#GA;0tZO)rJ&wyhHA>IY{d)+Z_T0t?JzIzxHgdnotHAL&AP&&q8 zAZGeT4t()11^%?lID?&_YE6Dq#^+8xCh8#DG?WF(n$cRrn(OvfJxbd}pXHM}*bUBk zzwola4bCwi?Nep@Q}H5Pjl8AW#S4AnQ#Prk&hYNG;_BFkDFw$-)#f#TysPoV04(*- zPF35Tfs|gr5dxHQXxO-ec)XQmNvFNFlxf|u z1g&A8#GQLDQeB<4Ex`l9b7@9Y)uIYUotyen_E9(eO8mv!+^@bx)AEc{REq@|f8@^GbM%j{k^s0coB7YU>D zDGT3O$z-8RCV+2+#(%m`jG4@l?N9<)w0e$Y+0rN&J0*Yp;wHbGCa&QLZ5l}9aeDfF z+>*0fjnVlL4aUQjk|sk6lR6T{lr~XOE~|Z`ZhN9kyv~5SSQhUPW!z+3&ki=$P#jL- zvh^~TEt)(Z2}<$cui6#wVb4pr?_w}^^EQk1bFio?OX-atC9g&$blM_0pBX?kdI3SZ zCa#oowT>&>e~l5~)YER`zuKe{w2|sO((f!b6S@PjtF^m#7guFRdRYs=3t{Q8l8oW? zXQoR*P`%&#OR3jsTwl4I){?I`UKqg$9?LA%Wto02oYsgr7pX*6><+Th{jv=gwg}FJ zpUt?2zr2N)qLUh(Zb`YZ|Mbklo~2NRWcn|KJ#tz`4Np#YtSQO)GUh#`3d`isKDRRW zkAQWg5N{2g{AwOg9l5^ony839QNw|{MV2u%;%7mfyZc+9++v=mSdsnDh7avjxi?jm zt3Sov&3tXb;jP-6@Bg17bymFKQ|_@o6XErIz7=nWSq!t+B`yC;&e?C?m73VizHzjh zl`>d=#1%bj3s&H6uU-3b_{d1rov|X)qC@}I{hr8%_*){@vA>OuW7qNrl?_6Q;!Rnl zqVVPkXe+?6%9msA#ZX)>o9dWxl=Rc)qL8QU@hp|bITD8dSah@IYTP|~YP%Q!5gDh`wl17YY+|>5$^a*o8NyYLpR6Ym1v|!{x zf;>RG1DY-i0z_xs?0$eQOhP_I{yRqQ*D#C!!WbDDNiZo!JqZL%3N?!_^MAfo6%X(U z0*~_Y&D7pxE&dU4qEdaX&2L6iu%)?NIv$X`vvZsA+I%%2(0Mrvuy}o`883R73M@*Q zHY#d+QLVXUpOI5Q?`25mnZa_i-$3d3K0 zm|V7@2cPw>w0-_Zq^vcHCg%SYX32roIhA&vfa>H2)CQf~fMKp5SKE|C$81Fx$23o! z#xBVo=U(ASx~in``${!^cVXd7tQJLSbwS6=qYuFo@AxU!bLOii5bfC|>pNFwfMGtp zVZ&doR@aM*`FFYu^b;d3cAe8(ZO*>+^{~i1^7k_wkk7q(U$jbH9RYgQW!3t`$xiHW zubzzpZ^7Fg8?DSv(EhIJiMF7oh~;lYv2MdAIk;*MWa&IBDS_4jmQ2%j;pAL8?Wh1YZXUR>)D*i0qfBVaF}L=${)>b_NP&1&+z z?$0ymx_vyJVV5kHuy;nbPygbzr5&i-C64S==Ep^yBSH_)Dk!c66%Xgrzk_$-WtO>9 zB960pk{*5&U;;viCNBR(hY*Sfc-OnGX8Mv?U@Gc4xfO=f)n$d-wuGBttANTQD%~e> z411D!Apn$Za3P#W$9^U?stdzt(Y17elIt5?SK4kPKExR=W4guRYQ<(}@r@D+8JJKT{i#cT ztVBqKL|?r7`t!hA$)-hk=W#&`7rA$VnJm41SzEd--;|39XqD5DK9hhc*u^-ryk;k- z!hu}dI(nTUz`+rqd{l%JfwtW$s@liZ*rLPfJz!ZCZV(y&cV0{don9aj(f5i*;TCQ(J4R+Q$|Qcxg4hkk@IR zctl;{(#I0Q=dvl|+xmcZ%HqJ;n)bli$hiO6KwX4*n0S4clvt+sq3#0s`)kTX{W@yt z>cC)qS0;HDWV)8G*L^!f?+5~V4Aqs{11&10+m^ZW(N|Zm#AgVfxYTix!_g{lSGWca zGsg2i@nkY2^06t8|Kg?3t!hhhdGf2i@=oGAkeO5^Wq-?E#K8O&d{T#cbqQ%4?bPhS1v|c86={M%}iv#8J{mUk@V)bI6M-zA2l z;2|TJFaJ_ZRg!5b1wEYdpBKG?7pb3~QRef!2s5EBL&f;jy?&Z%;Y4D=OmwoIh7rxSBcdDpp5IrhjqVlC?wP(VKFLYV}e397lV zFRC7wB6E=1^CSSVKjLd6&CqVP(es`xK*~Bm)%eNpqty1pgIEm<(0WsiuK2}EZ9IHo zFZNK~W2OGhS*IF0<4mFO_psc<{Z8ehTmOtp$OkF%AF-T90w)Rd<+l*PaUx-SmCqs@$$Gp&NJuJ zM&Kx=umHdAMWBZz>V}M9g)Cy*P}4C>H0|EGziMJ@BI7uuK?`Y=c+i3Al0^wUL~_nr z?J}Lo$Cpym5WyqX0#p~;~08v(MP5c1S!corMh7Fw>eXlbqQN+1k z0Qd;68vmL+BBv_LN{r^b(lxDhpK;rRu1JVo;C-zy{$`yvk6Ro9nT+S~)6NzS%40Cu zGgi;<75QvMiDTE7{?dqV9_;rn3V&Hn;`yk4$Lt*i?22UH=}XSWehxZ=MFs7dPqmu( zy@ou*R1mE7;nfVS-tLDH;^-^J)+Pq!Z9NUTyrfm9y?EcBmeLHKEN{hvSJR5obR}z< zvi<}1wI1bWs>y-DQxWRVj%ZEBPhB$B(Fm=Z5s@fy0ar44l2ZTD4{mf-&dLYBYgT_N z*tnV@v53qvwU^iX8(?+eS1bv!0Z44eE^-7lE1&aWSUKo?;CV57GOVup`Ek zmn_;A;?OQAfdQpBLI7R5dL^ihkkAU2rp(-S8y||fNFq)PNK8|m*K9-o#`9V5yuHHs z>9JvEFWD0#2sgqT1a6-ff?p&v@V61lQKMk|<4WXWmPaviunO2gM}X zcG*g-h+pc`ulUd?1of`2z!A((fEan)cP`C|HaAv)VSmM(y=1PscK$n#VfT4qO|#^# zrEhoTgchPR9++Mt13SsPgxu=&pPxg`X}(jy=FEu7KSHj+&x@{VH<&bsfywydmNDO&mlWL+{w0d7Y~RAJA(?>MH3nkl7oFwclbUVw>J}jIZ*jVKjK!RN`x^ zt;m1##49gUi{x4@Lcp1E!TqO5&CdeFXZ2g*Pm2nyo890A zS93DJKJ?~rdif(=QQgUJEy0J#;99z>FL_Czb0B1IY^T@j7mj23X4aU*cYzNS9_)SH zU3kt@Uw^IM4hXyV`O9^N3w9@=CvSS-i@hc3w^2D`k4fK)2Eez#Uo9j<+LMq|BNUW0 z3|f&jLtF9No=t{h4d@ZdJjeWwAXdmT@+vy&vCskv8SalgTa}JGPGS002ag}`w%~N~ zwhlDB+7SaW$`vcB&UvC7A_YzWNg_r65bpZY^T4?FYZYSh?tH!jlGAtWm#5U z-P(DJ8e>9K3J~{Gsy^_a*7SXHXetliMNQeB#yhjTkPMGmcY=`MR-Ll!L5r*33Gl%d zjC(76ai46t^TU}282YE*WKsIW@Wbu_K5g!S%Zk$_bWbdp(Nh2O?~?{_=%ysh;LWtyx_)4@-7 zq~5e?9y!K(bY{E)VMe0g&e$&xH`pv|Ea$wLv2QvE9#V{ec~?zPX|&(l1Dip!rY#jK^B+EWTPZpecTUcl0>Uu8!4o6t6QLy*Z4NX5OIgO;=(6q4=BfiEh1!opE>@AqDTxQZm$)-P zy}HqWufIqSDi-W(+nbzgkmAo;<5!sjm+~{cJaz4p5$T5-+(4Kme0EmC205&5*NVUk zRgOzlooG$&-SDPwgbqi&>uLx0$ph`(O%uee$gtRD^72(h*k$z}189!ITb@|CNNu&q z7vY-5`rIX2R{jdbU7=;GUiBanbm_A^9t1_|dG+A`= zh-V9yESjPL$WIx&TI%`(t|ny9r1Sd%z32m9=5hV@Xa~s8an)K{nugH=gJIrU7V7WV z_+|9@;6?E>%za6HX>qlYZYh^^WRUl;$>_Gg;N0<-BWu)pB4yk$hRXxexyjF&(>i+@ z^J8{2A}`#^^x7eGA7RhkY8dWYyQTMm39Jv=3BLQ?*sJR&56@Mpkg}jFYG6CwOlR9U zPxa_{gqk5+dag2% z>%i83-WHgFN6B0T)pNp^u~Vq##=8yXLl)+0j8<|2Vp2e^+P@@3M!>*w)CzbXGC4PX zV-~@HummJ~_W%$UymhhvU*wA5jGfir?gZjLEs6x7JMl_}(xmz)d#1rwyWyWCEqRqe z6P;0A-SD5;1J2Kzbba)DL_{^UVlVEF_N;URt%Fe@+2dXF9roPl*b|93yZ_{Xh) zsHO6d9{>MRIT#*Ywd#z9oKZ<|m(c=Eh?HXxnemPPI|>Q!=6IsERt2dby}sAY zucKAFGormEhMRo`uMKI?#5d)Q>;0W~A|dSrasvA`vbgELkitlkBq*3l!W4$3BJUcV zPw=hAO{#*Kr_wfrBE+t;<8}yCZsYSufUmR*cMkN8n_qzh=N^nQ?_W(?Uoa7Zh9Q4NVEB0 z96J<%7LHJ>s68NyNQ&l*Ib8n)?V4|96M7n;u+dv^8#O%;kb=9=1I`Hs2y3_Swu=oF zry*t0bDSw>O(?C{XXTTPYyku5{{Zt2U6xh8&gI^3L>DN}w@-mj;g693DwcQyGa?7_ zU;TYGRPRaN2pDHR<^+tJbOa(@Y8~gA@?Ei2WiZqm{7 z*$H>2HlC*{SPr_>ZFw1R?DsFpJ^0ceIum^B^6K>D1o1rgA`QI_EyM0OE@7uA+B`!e z&*uWbLGo~5uqg&8NurMMdPY?ZIElpyM{IX^Y|d+%E@%9cDgs?Zn}zT}n-o!GTrEft6S}$R>%K8wENtuP13gnl7NCL%GYCY{fwl%(0tKzWq&Kn?|uHjaj zWYTU$P_Of>ZD0hk!OftMBAOtJcU}Aw6z^(0)wxB+Rsb*KGG*l zZ=?$gBz{R7X_2{TW`Br7&x6a`8n3~K)=K?b^dh&Qs zns3g$uF-VqUR=$iR;R`{tih|W1?^L=(3N0^yNHe;IDP6zO)z>WOQ4F}i z9}hjJHK?1@JaqK9@(3p+ZooYveXc}em$P5v5R-(v1XYYrIHCKerX^n5R5T6_ zHO?Gp%8~|5Ya5Y7sW3b@?bcl=_9ztk^sEXLcR&72`ccW~U0c0(u1udRuxv;9Qb2HxV5gyL|b|D<|Y_P1?@mQcGIi-GjYd@jgls|Ey?1(KcVipS` zqy|i5_SGWjCSYQ{i?gyE(qK2tAhs3yHddW#qU%A#a6R`Dv|0EXzGeA-Wtz?ME|CF8 znd{eiZfOzFInS(cZ?0j#>hQCMkzY2XlE8O`4iF~XY79|MJL_htTz>41`jfnTwnMsq zW-*k*9FTZa>)Irj-hzq4OcxPvMiqO(mX_OO%o7q=nf!KkO$!s)_IzlXIPiS$zwLqe z4RIa<$Jl=8u<%a%rMVsS-tns(({#|h-Q^_U(HA^`wl#|2jh7jQOP(ACmoat%4Y5%y zftG)XCQR;KrafR*ub!`o!4cqIu}Ch z3kQK|ICRISZ?cOI$U+WJ0Jj7U@I-|-=fdt^K)(vt*E==MCXLceK&K!?N~;CrH9G_V zRo{t|LNcP3!KW9%n=`$tI++{xQh#olW(g>=0CGKvpT$){0Jopk0atq=^!z)wleXC< zE{}-iD3c0Pkb`#%?yw_Mo`D~N$8)*{@l#W0fbWC#gp*P#Wmp8OH;%DDzMaQ&0SVgX z#ZPijo72O}G-tA|(5m#`+yvS>B5e+O+{01i?P=9ary4O>fhM4j{SMwXXS$UvJ>gL< zjT4e@y+EI)FFg>muRc%e^e=otB7hgvf^5IL+kg&{5ew2tDRk-Waqc}Y|k9K7jRI81g_}&aAEx&eUYy?X``)Rmp?TL0- znx&-+pWS0g=QYf=imWiw6}{5p_CC`)2u=O6xX?tQKYLvLHA|QG=c@}AdGUWqRIN~Y{Bc|8RicUzmv7!` ze?S4U`C;jC9e7IHG{G=Zg=v4R3jo&m?i!|#fX+>!8UeuAsB;kb4hmEe(<`<){4D(} z=R4-qSmipz5RAHafDClZbUX_d;U7SwLf9!sdc`dAQ7wY-)3`AqgZhvbiZT=} zu2BM?tZ(y5IGua0?ya64?`v>I7<9Sw6W4HQ94g@nH&Gdrm_9Auc`Abm*;7hs9^G3% z$TGu+EvtJyrg$9_Cuci_kq_YVswMtQVialKXCCei!iL5T?XBvc8?U`bZr*qMwbxPW zOS(E0rx4dO@ia+S8-!ENP=pVJca9@A+-kqgbks%!ow5hiS-S#2jF@wrsBdaV1AGzm z6I(P{#>Vwm`9}!6ylTB@zWSbFBu8O`oFy7uq&joZ26mEn4ZS- zn6{fY_+us@=pdD*eO|a)PwAFo!aKYY7duL3YABr{RIcpe%4zVjIom3G8|9M zmy7>`7?1t=-R>~rTa4rnl&kaTQM=E4Qv~DQh+>@|UBh;-0_QZ7Ko$D}E)oBt&CTwx z^IGGaVyW@Ve$L}LdB?{rW3^+K{&2SKW6#ySc;LC z^oN7njgGb~YG)poy=MbusHK;fUmX1jBqOSSUxUs*dhb#SX4E7J7y_*Z`@ zuGQDIPEE~k>X==kf#qcc#rczOz?qSDXA0Rd81vz zr{La+Tr-%_nY5hlp?`4&R= zh$Cw{;J^#zvVW5J&_x<0I<$-QsbM&#_P2#3W}9`FBxY z+3&rxn~WK*k7#0Nx+`H_>I0dB($tHTDX};lqi!+izkN)skm|?rp$17Th%}9@Vd}4cjs%HK^!C<&JZuH9yUtEucD1O8?o>t`g z1P-N^8ZI-Yodts4wLcIwh=kA}mXZxE?>&Rk1Iic^o$3JB6`Vmqs4Y(j0PEWGoJt$K z*zNXHW!e~fuIZtD0O>p+yeS8_fn|oZLku+(_6ge*_uU#YPfXxZ!enKJ%i|9sueQ#4 ziBC)i<~boR^1Sw>{~-%nH`uA*oZ7BAo}O0FSO z>5iTjNmf31S7a&ua0lM*==Yq0r6?bbd%?4o{_u0QPX*0Ce+)U`{v#IN)YVy`xMx z_0Od^EgP*4+SGa`nYPV;culO9=%hz;upVcvtGUkL)*CaedyBhVp#>OL0RT95eHcK#~HQ`R?^XH*-Vc5^NLDx(p--k&eINA+?l zndF(on8=##PrxYm^Po22(vb5ksXpFOOLLOSK)L9FTv-XHhIHaCr%sjCSz*gulM0mu zJ1B_a>sm#|_=E?nK)Ge+^j_`rr_zPQw{pRYf*xqF*IMQB*dy0|r9@X1r8N+{{T}@G zdrHV#p>hru7ZsNOXG%u5-Q27xS&_b4EjKczvpzdKJ=pM$yvJqk6KZdi?{ zWoC|RL^*bWKE40&w0NW>lMNQvfxgK)0(oTk?rYR1gNcvhnTtz5=lFM=*!}6FtKL5YFft9+u?W$>)T+Wp zc83eH{6=+shc7UlCtBiK*X0atzSB>yohwmhvnKsIh+F%a!Suj|oYxO9lmh**;NbD3 zhjfV)&PNye`Z}i7cCYou5T7&(V)k$XV~Me++(2b->7F;Px@D=6?wP8oU8hy@vlLEu zef)2EAKON+^U8;rL~$WSzpKgBVDNnr54pG^4L9qE+<%Yn%EXxeaq*YkwbyRI#c_P9DAx=j zSv!tchi(9ysT&1&q@%~8EH5QZ4aYIcFlp${N`MSdJ-_o4TyngnUjvB@?aGel6gD5JG)$To@OU%=ni?9~p^Ss%lPS4WC{*sU&H_9?`D=43CH% zZsI=;`|7F{wZqQB8B}Nd7n|&~BNF%*6Uua$WNrLorTlOh)x8;+kG3=eF%E*60*oHT(pmicw1Y{ZGon`g zrjNx6N{zd2?$TziMws|_iMwanzq{d?`=^tF8RMg};P-9j1)T{kVu>P1?iZWs}s;q#M}RxF=;+A6HzF6aZAz-7W8 z{e&0%rP^>ZJ~m3*fEv&Y#E5Lsl>2#xreD|+`jI(*b|MOS@PgS-e7KJpx^+DTF02&y z=MpnBs=msX zMitY!ATZuXYb(*6*-E*Z^5L8E}1IXE>R` z&zxVJ?i5K8y)KBPGNlL1rPXVhHfBq~qA_|s5D^{i|E`ja|1B0Z2I%#qa@GY_1E?Sd z_^>Ta$$!?JaSJlclI%+F561%zppPvt_XFk>xWoPzvI!KEDq3g)Fyqy1ja(th=>UUj zKDNZ@PKz`hf@eLZYq{Nzd$rx2o#jo{fHvU>+y?<03Znn1z=`*`{4)&@+Ad6|^`b+a zB_dR#@ybEu1)DzEUysA#p)xa46f5#@EA{H{Tu01>Aev{3CsG8{{HplvEh<0tWqFbQ zeDuJ~2@2RuyH_zC*7SSjeJjp@+q`ETH+a1AesL+o?;H@=ZIK;yaOrU)ElpRM;;3d$ z$CEHB!^Jk^T6BK_L3D=}g}l;L67enUf6AGzr0C1lbhp