From 8d7e5ffcc8188c67d1cee4ada7174908169c0b04 Mon Sep 17 00:00:00 2001 From: Taylor Salo Date: Thu, 29 Feb 2024 11:48:49 -0500 Subject: [PATCH 1/2] Add T2* and S0 figures (#1040) * Add T2* and S0 figures. * Add seaborn as a dependency. * Update static_figures.py * Fix. * Update expected outputs. * Reclassify doesn't need T2*/S0 plots. * Add png_cmap to T2*/S0 plots. * Add type hints and fix test outputs. * Update html_report.py * Update report_body_template.html * Try improving the figures. * Update report_body_template.html * Drop seaborn. * Update static_figures.py * Update static_figures.py * Update static_figures.py * Update static_figures.py * Document the figures. * Update docs/outputs.rst Co-authored-by: Dan Handwerker <7406227+handwerkerd@users.noreply.github.com> * Switch to grayscale colormap. * Update tedana/reporting/static_figures.py Co-authored-by: Dan Handwerker <7406227+handwerkerd@users.noreply.github.com> * Update tedana/reporting/static_figures.py Co-authored-by: Dan Handwerker <7406227+handwerkerd@users.noreply.github.com> * Update static_figures.py * Update figure. --------- Co-authored-by: Dan Handwerker <7406227+handwerkerd@users.noreply.github.com> --- docs/_static/t2star_plots.png | Bin 0 -> 140930 bytes docs/outputs.rst | 16 ++++ .../data/html/report_body_template.html | 45 +++++++--- tedana/reporting/html_report.py | 23 +++-- tedana/reporting/static_figures.py | 79 +++++++++++++++++- .../tests/data/cornell_three_echo_outputs.txt | 4 + tedana/tests/data/fiu_four_echo_outputs.txt | 4 + .../data/nih_five_echo_outputs_verbose.txt | 4 + tedana/workflows/tedana.py | 1 + 9 files changed, 157 insertions(+), 19 deletions(-) create mode 100644 docs/_static/t2star_plots.png diff --git a/docs/_static/t2star_plots.png b/docs/_static/t2star_plots.png new file mode 100644 index 0000000000000000000000000000000000000000..57ee7a555344810cc2c2330988832906db0be8ed GIT binary patch literal 140930 zcmcG#by$?&_C7q6bdCr}gA6I9bR*r8A}!sW4lSU9G$N8B-HkLuH_}6QcMmb}8$Rcp z@6q%A{myj_&%=IpuD#a1?zQ$apVU-jaj~9a0RRA8c{wR{0021;06toZ{NeJ7!*xqyxXndduf^0wR< zfUmF3-HTifHNDtG3CQdq4%aYY0E|i{#j1&M$hax7q3{7{#F5R6QBr<2;&8D(dxk;7 zD{?n4>PA2PalSg`_x0udeIfHH8ksO4gW$vJ6{R?s-&#^z>G{cd--hu6W^R(2?e0K;ll6<5KShR64R+D<<^sip%)I5By4;4 zVSa3M^a>+g9QwFd;@ujiuf?sW;3xmFh(ueLx=$`?GyPf1O(A3}nhpo|-W2z2s12A(5#TqEkX@qI~Xtzh5$9 z_zJkBDyhI;VsnGra&%*D{!TBXO~C_;`yGSBFG9h6AOc%%WpQ!Xfx@d-8}z zBRWo?oY145Ux!Xfsn4t|ngnF*BqdxpjiYC)_Z|RR*d2HGl1&GP5x_T;>_i9wd?PRz ztS;%zk|jW87fC#RutP}@Nlp9!er_+E|IC(!_v$NW0LEh^Tq^*jF+eGhp$sjumDmfJ zng9?a!T%9S5rF?J@MYGCT^Vu_8d?U19h#8102CW9fPRUeAMw;Re%0F`*tZ<@0w*Em0oxs`&eO-#M;20rLI(NN%VgaVh%ov2dq9Ygz< zSYV|3_(q|Q5Q8!tKeVU}z~>K{KhM;@GJ!sS!IJ6BBvK<9XVIiBc&rstAkFjR?Q751 z+~Wj0z^CCknPgUqRjf1Alz|&R5`XCY;QP@(BK!M%>&cmc8;1`m9QPH(%7l%RofHrB zH11<>*JEP^t}sqZP8}|TZ+-*lY)=%szZ<8P-9bt1xIF|sfF67`c<(W11NYk_mz?-< zQ_zNRNg`HPxSi2{8T>N+75+;_U+jQB?ZZ^(?27Mkxfh`yW%FbI$Nor*pZo)<>6r*4 zFxWpBBd13zLM8d-tmx)IXTYwHeNw%aoz z?AF&ytVP;+YI!6%YDi)E9%f*VJTKGP!lX1|M@ag zNvq~Hp0zvcT;;p&QFph24 zOGU0(dyj4kUQbR{?o!Scdn7&nw;0bo^xOuz20YT9e>dQ1=#I7Ptr(~%D&MQl)I-xP zuCyuh5$SeP*-No^eY**+^e9uQ7PW%+$aI2QEmD=^2KDq@_0sG^_Cr)tT8>rOZuG?&XU-21tH!kVbhs*`L-prlN|8lsQH#@+&q&pv12!4ifJ~aDb}}_e0_h@U~B&1=L&FH(1Z6LFY#+!m+}9h8~Lc6Q&Lv21VVrc`M}Gx1L{`UvZY&Q6&ws?U_VTa`}TZFkam;aE@HIe2wb zDq&qjgADnKLmXQAeFi=(ct8?j&zA?-eBbmsDL-v?=yc(qLK{;Xb-=2AnEq-@Af_jc za!!g&Dx`95igRiF-_~L@zrTEDhTR|H7z>ZP1V!bb=2EDTseVx?R&3Ah%uXfF|EMnY zd|Pl^V4LzCwsYW{ngR3aNb~ks@!lUeOs38UFu5uO4W6y z&5tfKE`zRo8_hkZgE!s+J_3&3r&vwIwmN4eX2o+YSZ|423cRZ!JGT>X+uKPBT}A!m zii=wJ$=%OWO-9t!&CEtZ{>pxf_a)92@U&}5>?UV2G9?Zasqm8^O zd+PJ5w)#N}Imu$vx0)AYu#FFc`+5|$d()riS!QOM22E#U-mR}Rt~BqT)=VXGDqtxt z9KNYvmC5(rUP$do9ZjvM$f)Qt2yLi2xK>ZoT+mw9daaYMRafrf#^>+3Ni{4|{l5D0 z$v(VM_1EE@Ukm(Pt4k{zy$rnqPgso9yX@R@V|XI$B|b6bwa**3Hy+Q<B#NKJLl4b4~E;N!uKNVt#L<<%uRRhFpN zDd+Ao^e0agR}^+SlL)hK!Fkn=XXWCqS!Bg&(?XN|a9f(l&gyy7HT`N72mET7d05eC zt2vLVjFO*kOUP?;y)6-5+ELmSigl-XS9wysy*uXbeK)~NAu@L_b7FD3pX2%T5U-`y ze^Ho-`{eA^Oj!9yThvqPDDXQ!8#u-JRp*-vlDWi+QVXNxW;DO|!fCvs>>CQd;)(%S z&iu4U0kvUB865!err*lT1sfVl9xwR(lB)~H+OKga&()` zzf3?BU^>a^x&i=C7#_Yz^6Jly5dBYDYa(<~SxL~;(VpGJ%<-K$yO+HaqBZ~^>?Me} zwKsP&q4Bb}b8r>(5~2I2h9Khpp_qe?=ASBVwjy+Il+|cnIl7qB@UnBVbJB@o(a_Kc zyO>!Bs!PfIyE)=N5jrb3Hzz?34o^={cFz~=jxLrQTmk|D9Gu)7+}zI*HJ-bAJGhy6 zJ$G=W|5qpf=|{@k)zrn>$<5l)f##uKlXs5pZX$Ga4+H(*=U?+Q_p<))NDi+5UKV13 z91l-8xY#*4{;zLDQ{jhFK{abHb30urYkP#u5Mzk)zvLDEr~d!v$$v-uqvf0bw&dmK z{IlgBPyV;1maDnTD@S|8kZz*?-L8K({`29#8wztgto#p2{7cOLlp^FTiY3hPe|sj1 z<*Dqsi`YgAYbjMt#1)}r4CT9Gq@)Dnz4T-i_PQn7} zGbJ+!m{73-|8p^xB6w4XJWe;7Ft=hjXzX|dH)i^)?uAGG^bk7=pJ@98u zH4M#wx4i#u_U{X)I-*ceeTT{7ze7C?%p(4r{LkSt2uPU`g_O+hk6-+E?1xT>Grr>f zJxatwVPw4E=cNBk{$ESMQtN;8_b4)0fmmv?3Y48n|5?qyriGRlKJe(^*J`B0e)ZJB ztZCz&#iX1qyevg(PP$rKC$I? z{b0tnbf4-d0NoA$J+!_43*Um5S98nh4}9M|q3x`=`dl&i_WVJ^;er@X#m(XS#hdzm zj+Vyb+WneY523@xQycG)O)|@r5lYWF=Xstf{W0ImhDCe#ngyR-(2dyLs+b44eboro zY~AUQ5cyZ5>(Rve^C_d2S)0P*dUP=ugm|umptz6izZ)s=%9vnj024PzF=jiyM&tr& z+A|A5r*3Sk@4Gz;6QlUrKcu&KJ*n+S@R-qdZEPN~5T;dD!{g5rCpVSpa653rehvAg zE?F~)f!l~<)%n%1zaKalmlyV>KDgE6Hk8}}_T?nuPZep^r{%O{&8uDXdtW;wxU0l` zM1`6@->`6Aa!}Tew`+JaGgVSmGSM~+-gq%Tf8bH;K(OY1*>vdJaOi)3GjE-nI=Npp zrZP`Yb^P(5qMvrlU)Q(UCAB`dP?nzi`ycbI6^%?e2iR9j2uZJx@Xio>ahF`yf8U1$U^5IP-r zkqB(JhXGZEoxfT7H=R$CQ;BU!;P0TOd$!!nhk2`d_i5A{cuZ#tUCy~SM1j}n+rfd~ zm)zQM`6xD&=jsmXck9E1*Jy#2vKwA3NCn-LlLnsiw1>lf7nKcs&BtH%%frYW8_Q3B zwTj;Cy%6@_`Vr=VPT?djwDA70slhZ-AZK6fC=h=SPjD;a;H#d)w&8h!4sL(C&rbgQ zY5M)`vh)65lefeem{8yUd@Zp20r<6{6MQ8QCKJ&fFF3a9P2qYxxdNre}99< z;U&?355f226vY@1b$=utiH}@;Y~KGBcemJP6S4Xon62UI_hZOu`f9R$%{0t4{buf% zK9c|4ZLA_Y8MSa_oxWBSrPqg65BT|1RJ!Ysz^ebHr~lLrZkjKp*!9-WZjl+zn4YWB z`|Hxx;EDNTh=RpxREkDj=VEtAgpQ&2dWS<-`eoxLt~1oRn{w70cJ8>3j|?{vi6XY@ z53T(Rc{WgxIGzuZD}%%zR5eT@E~8u(zNs!E^yv|6_48j!84U9l$@X37QKV;uB~JHy zmBUmQ6Q$|!mg~Znr__xMVnxZ|Z9Jj9vbK6;E#VM^;2o;~HAZ|l!4m@}AU-Fqz2ybxSg>Zm>*dsf>{58>{-;{p4#%N*>&b)00R{vrBA*~d2oF_;-OCIMi zVjcaF8VLDLzl5n4r^MT!sfQhYKFqSLrDMP&>UB^-sW-1riJR6$QIk9Wsr!Vz>1@>G z#dbsbg$`rfqQAU+>-Sr&>_Ticv?kz<%WWn}lhrNdp;tFdr}-q|7?KDKZM4`7!e%GE zaFniB)i${i_QovC`x9;JWQ^BP#uJdZVMU`Zkntt5agz~jjz*{3m2eJ+?x0zS<+spH z?V1-{{N&)i0%GEmPa`X0VF@vajLx)k+=?;07EG&%a;%)-a2jsA;>A+0GiWlPAKwNP}9b2bt= z%qqX*a3dw`vP1Bu(CTKYr{S!yV}S_L=4)BXYJDR|?|!{d_!&wYeUz}vH^=VNLIMA! zK=c~d;M$Wg@1c3OG39o_i<`hBGi1#KbdFcWPT73Ej0W{?*1NVxF5}VY!z~xRSnhp_ z=#Dp+s#AV{;)NF)zDrg;^bqf|KAhNrraVR+Rtk>M>;YpdT#}9x!;z^c&A zc)}_Y;y*kf=M)CpH^9Vm*qx#javmf%;j3Oq3Z7T+Fk5wEK2ak>Ds=Nr++w$i|_tKTo zAZt2iFy<-jkc}s0@ii{v_Mb0fqloH;)GYelEZ1$L=9PliS;O`*@NOJ0XD=yi*Ypem zX8a%N=&}0z=v91Yt-2%4C1E3WC@Xe7LeMp)D(36u@a{;EO;hMkuR6euOi!KR1DxMK zLe&c5mzY!x-9NzhhqbT5_0F&TPm>pg_ZV;G7+u2`{pT)&U)_XJxb*xwth+d^uB`{0Z;IVt zISQXF=@s3dsouX7h3P>re!xZj&9JU4Y=$slXtnpZ!}r1it_MYxLkhIrx7xfDJPt|E&-5CVXH+gohb#u-B_Et}CIPgh5xTZpZ0GNeR8RxD zOCIl=iCy%kU!1}OJ?enhYZvWaX<+=J8LeO%&QheEjtnR1;nxS%Q-*O^TRG$zK94lj zp!nl^EeGzUq0EbB&TuHviBbiLp_omo4q|t-_P5=h2sQmI2@V4 z4-ia1+Y@2C9;T+I_6@_n2bFyu=>B0dxM|A!5B|&{{CUk5@0?S+*4NUwzZ8fULBWQ2 z+a~@p%#haj2VSV)q_zAvGns?go)@S7gdLt{qHH-BUovw{f9#M-z#FKMf4KCRM7VK6f3`oqvch8arz56 z5i4SN=!HmM>(`(5E@@mth!9r|VadhcE6VwR=tU!_5bN(L4*dTtbha(Pd8E+6mIHzU z9;6{0xZSGe|43_rNuM;`8~CXLIGO>##_JZAo2@5Q0qxCp;a~o6&@Fc7?73Io?ZKE1cDXEe^eq%x z3PAbFYJ~pxwqWB23Sg@_w!kkA5KNPt&h7TN+fy---M$-n;P)!k<*%W-c08dXb4s7B zAM+0$Kh^Jgdmk443U8Zt+APkYcHToV!DQ#_J%a6v2$%ftq{AL24g4|vA7*DB6&1zd zdHqQh{0`gja^7?C;3Ivc)h6#E`1D|>u=F79?kxAg>IH|x!w2g85D6S0n2m|&PJZq~ zT;b|DB(Uk04(nj7M?@M9%Ql((f192aMub^_;A=k1bYG9!e)fi{y*L%Y{P~3z*h+ZA zZfQ&N`^n0*2`Y40m_ID+twbt@{$I#b1|TH80-Pg=jO^uTVsn*5!*))xN1}m;E?Oq` z@86%-|J+tkcx%t2JOnb?)=n9|cV|rVdKYKDTU>h}diDd~{j%jA&d92l!1|Zny$N`j zpw9y~A;{e;&k<=79=XeD%k+amM?Y83sP}WGNRs+&e;bGrT3`&0T2tM9pH6c{uQP&g zc)Ukwhgy#Nq;Br4*XozB?!RcBIBnT40@7Z<`Eis#__9~k&m~08v1Zz09>MLZ+guZL z|AM8mBf@XBfb(?@e{avT5m`Ren?;Fp3ID<@)}L5vI-yGIe@>>1p8!$W-MLjq{ZAUN zhB5H+0Xbi0P8j|TOH~iZ`SwWbFUesACOsf$l1$ai-{Sf9;XBgAvy_vM@Owt@b8&dhCX2aBYU2|_rggBv7_fD8QSiDPtgMR zLFl+MHh=qqr4ky1Tnr?Ncm79To<8Wy)2fO8abpG&h%IdhdON}Vm)(5hd5{;6RpGLv zu?hXrO$#EzMnsp>U!tP$?>XCL<0$VT)VC6s8R#NbOiK@e>cO~%YU-$LLRiAoQR@4J z)3kX6V9d_nELSW}3Wa)C zzYsvx$JlGRzniCqk5IcKvQr+L)Mva4UaJmvc16Lv4|$UZ*o(6*Qus&b%H$rbB!vluH$Ld>OF{9fRl7?VB!Mp}Uc14d$hxBc#Cc$P_0 ze9Y?4{-`LT-j{S)4pERG1OXjSMHq=7gDK6~)X*h14L z3*%|BdUdDFH*Z$kuv1Wom^~uxQO#T7lQ)3xcNDB`!F7+Z7K6=PbMfGK{vjEmr!wUB z1o+Fzq$O7+`#`GREtPOB+Jt z3=lYG(w|I)YI0N$`p;LG_dnez z`_Q79(bs&MIX)zGIOisARBjH>ySd#ITReEG?6$-n5dM<1^02sep?0eft&uHKzVWBj*`k7qLug^**ithh`&uK* zg`6$RD(q990~|2HaV(s=?E+y;srs55IpLmuZ1nMVpI#V0IKs%weX!E%LVLs zYuT@bP@AJ==`J@Q(u6a|yt8&=Gr$ibx6Am4sQum4{@{k^@IZWUMs@9Pf7C@}cNlcZ zCgd>{rW%?8XHcbvC{<`bFy+kfoKD639=@uznq9~9mbD#eKjw?^N1Hi zR_0G`6x@L>ZTMnH@1MbHZ4TcdiRwxa@7>U~Jw(H9h{WFJ%s1FFzCRRUGkL#5GQLvX zuc_W;ZTE!`>u+a1q?tDGko?$PZ_Ip(0q)#PT1m|G#wRKnrra{RT<0P^egQ1MiEtR0 z)I3(!mTU6FC(N>nFlEVmY%moFrtqFXqGr1`Q(RTz))0QCMUUkO^AX4hmBi}}m$Z|r z6N6E-%}?|cl9RaDbs*5inyIW zf(n(Eb_Bze*pNR&7oydsJmF5l=&@X9FZ5uIV}!g$)`VJgj&;x((PWDNTeO6b5u%QT*HIfbdHe$mlh9`|XwY)*VoBACW0@s0$;~CDm&gECmLTRp)-Y@H zj#CrRmKrjPgtULqCXMn8c9Ig*jBk14$#LHrZG$|e%1$d63@bJzEanqNj#F@MD^Q!0 z=Tj~v%$6RBB~=MW4b6bbQ8?L)`>Hfz`1KGUrr4qPuGOJAZ};w5|m= zzBH+DVZ+dn;S7H=+J`Ps{0-A-uf4OD87PCS$sybtD#3Wf zLzon;q;#zygc*w}cD5$0bc3V`;;KE1HcmXy?zDtG&5qy4&{k?|{)BmtIBF^`-@0J9 zhIWfivOn%gmwyxR5mgeyVhHl&tCL0hQ2XbDC8jS_6Xnc`syl_@MbRvba%x@4yU4me z1WM2dbiuaV8WQA~nA8}=-dIxH6ejll8XWlQ64Q!j&uLOQ6Oh!Jddf2-cAl@wBjU{^ zo6)yme;d?%W*w1%nwKW+j@Qio`8+8+>J`37RkbCW2#Fas(rUsn28Sn>8kIZLbJ3Sv zri()lx4EyCl-FCvvp1H(9_+=%!XbB6fa+_WEz@V{D$L6}Im1kHyz*Cw6Cw`ypQ{Eda3iggnWq04?v~;7{<71rb#drZQ8x+AswV z2kbkN6|ve(uDx4X4p82DY!M`jnW3%eIDUf4a_9b$B1j!+u>xZ0h?-CFc(aO5!59-o zr9{l+4U)4cQbDf_LAG*SP;1v(2XnzNm*62OJ`)M<%$GD56`BAFY@({%TS;0D=&#Pb zpjK1jpjNQOR#u#f&AVSv=fG$D1E{oHW^rY&kZGZ7ZIXIrI#i&YjSEI{9g<02pImyF zpiIf<1bG^UMeqGBaZ4^gqDp*dzVHLXX-a%N1ty)1&&slR~ z-mIum8MM4W8apEgCjwDH`J)c>L~o$`@N-v%D;tTa2IT2`klcZ`k7 z3V4-RS`=R!!E+R5UnwujPx7d%-g&U*%PA~6WX)(wTq`o7XQTWQk#X9WEJFmn1q^W- z6nZTJo7(Z|+$BS+sLF0|01t<5)*e$X9FXv8<>Q=8GHHfNM<#W~_vmGF7YW@@L(l!< zK5#edF^R7Ol$$};Loq);WPf5Q%mT50vzhXK79go>Pn3bxQI%k9O_yHW_VKngV8DUl zJszRq8ZX3W`w`h(Po>8iw*)FStIe7s!hzeN=9M8vX~R!bPp-sB5*2i298`8(2GN!&5X3a!H>5)!Cq|3!7G5A_DiSdO*G?&m;0l zP0K4DFPbpaL>dZI*h#l$rKONfMCswbAy67GAiu3pVNGs|i$eP~;xyIv3icy7M8=Gf z{wnPxKKJDXFr(gHm2nTfhSN0sqwmaG9Ssz51p79ikJ0@M~HE zRMb2K#=d_WaJ^?KCNy2BJO$OeEtKA1f3hSj@VYR#1S$Y2%BaV!SL>0Yi+-kPVppLg6+i;`{;SBg-xEeFp387$9^3r+nvC?wScEi7lnHXJVD6Nax;GrRttmMNay$M7zB?B39V~$~cN`$QzWSm_ zX?L;3XN2}H)6t&o@d=UcLc#F2p~}@`$}Ul`-7)1JHV91AZ~+Y|r!(F(GT^TixDFuy z>>tw=dBp=)*ygyCAzKrGq7FPa#f1ebBfG)cWB~X#<&e(U^0p0_206Le`#QB6adENc zcM^?j1Irt0 z9fAF|w$G}O!+|dp(vM`qsQq9;{`u9I+#%E#-@?^kZ9yXKJyU}E!j%GoWp#0_7u+Pj z+Chtys3g-H0<8DPtQyAIpV`$Bs(yfcW%sT)W9VnBfG`RInI&v!e)6jUanVKk%#ewf zfTDugWl%=ia7H?+sBGgH;c zncW8nfN=2hmo~*?Q>l}VhHHwL1!dxYqlXX*6Q(X9ZOo_|Tc9xvqt*t|pS72u-I<+< zD0gdL5H!#-UK!&8qqH)hdVOU=ao)T>;|^}f_&zU_x(%x>gLChebN!k18~~d|a6QBn@jfto**ef}wr;;W&M1!7~ufj67><*>zdBnI?2r z?6hh*P3sTou6)0~O+$iy0C-$nhXG^x0yqz*zFqoGnDJEUM>DIpLM*#246 zg@(<&&g;Y(jC-ZTee_adcFCA-gd{>;rQu}!huC$jg*krIb${RE8)BMX4ZKNM<+8Mx z_H|FR$2k|vGc{)+%9@9RxMZpHs{u>iiy-W)lXZ;YXu1lT6G-Hqor)0eYUjR>*DtGp z#7}}Gk0FwMB|r6ig0jQoP|xa$yD{HF&bu6VbNc_GMq)6u`E*Qnb>kl zc}H~iC48Sm0K}PxM!l$0Z`q52LsmN766GCf~^| zTdr!r8@~E_J|+OaxLaQ9R37eZPb}6oJ067Ulm5m|UqPlV9P_2b@_K#eltno{{4^{8 zaK09&>OjI5?t?aw!4-hRf`^|(y1FMLeF`FtBk=>~eTVW(*5d3(5iL)3(PH};Cj+!Z z1yX`v%NDK~`Da6}7vT&dnHFu@sF(f+&FmKGq# zVFsgXXxgQygytz`%35Jq6(q8HP^OAFt+>oe7RwWVWsYmhXJ>$|TSu5(%431+ueDd)!$xtC?hwNH=CLP98$=490|F?uqNFc@CPH0z z&~A)Niu{($b~hQttC7PqW%r?5tpbhHRjJ|9fj~Pnbx`FTU5ahW4LpYNuKlz*NP#sk zC?(>xODo`sS@|KdcwZy|xq4(t6?*$#@>1#xT~^B!#cf(>+mN%JV1BpI-fH(FRp<|W zH35qTWMc_&WKG|pFiO4+?PF60QqeRahV%doiz9`A@8g|HcA8Iv63TJKTq=Z`Yqy#v&3dR*1QyKnrhp2gLrdoQah-~Dmt9aOEN~FA_n~&#de6gD~L8r88v+=hZ0zM zVS;ntyub|^v(`QzGEac|>2@!m>u%1^KwJNB(N4T!_C_TM^C@i1pC1q?d zCc2o8uPvpv&oa6>V=zaNyOE>he@`{}t4}&$Jlr2UX|7YXR%0XCda z912$7lzLy4h0o7^QcJgYQ*TDh$#4Y-sOQT|v+yqgR#7)b-71kgUPIzuZDt)0{&3a) z!GDNIpX~fl+DS<|VTwayl+6@0T#a*SuFqZ$!mC{ksVqC(yTpe)l?v9k!!b zMzCp3w3kRI$6#g8xUm)1ezAp~c7s%KV7j|D{7l6V@%9!^p#0JAntD0CljZ5|?|u~R zST$}~jNVLwWu+qfAKIwXj#P6;s)cWyc&JQS`ybWzZtmX11`&WUCGGYE7b(u4RE7g8 z=o{MsqL6koHVz~fZ_0Kiprg}}0(FB%33Y}bp2sNk}Ym&kWeMbZ%9o@<3S)&Nc(ogXk>P<}Krg)RiUGDS^lN%@wQ4_+c0B>AqmDK{sbi0rdb-PAW=0*-yz#9cZxAuA$b=yY;k7JN;G+4vxn3urpp= zD__=X?Wlo93VQ_h0I>NXZGOnPi13`&A7pVdQ-#iIk4V*4*fN?2r@pM85X%%>uQJ_D z9C_j*Dm>DVfpa+HqSAuQe4Xmp*3uwrr*||s+1s;mq$u;)FhQ1ccQ*ePHBsFK6rezm zFRT}i+t$N12Mh5dzo<0V$DAQB$fsut$wq9}`mt?EIaWOOytZ|R|B0g;WL8=e+$lA= z%DRQ?plu+M_RqNme1b#&b{+9MYp?c?q7w;izoEG(r%BvoMrYX${}|Hw2cXK9DB@s& zV~AKY@)=M`y*3;N0~jU&;ff-1w&`h=e#p_TCbA7V2c*2%WZ{9$OC~9vTvYJc9@8x? zk1O|lT$OPCox~siiCzcaSw^lIp5mC)au<^>pFHN0;`7-|EKUc61~#LU59oV@`m}HD zBE?m%H49JlxJdPebA$63vC^ZZTYW;dWBIhAj14kPa5)+`1b`OTvq2Fg)Zm#$(bEyE zB(-B1TU(k|(W?=Lw?ulQ$>){7Nl-!(-m(3?ODwXm;>3kthEuyKro+Nd{KO?$M~MJTJ=dXe91Tn#MhYJCqx~TE&PG8 zTX(Q6O4)G7>ZgAM32!Q~X2ow3J6}0p(O`gZ`!_IEcEBfM!3*Xsh^5gJ-atCmx*&3L z$(dkaL_AQf?PFtEfGY3#wla$!N|>PP`8Arc+aTrPM+#>u-&4q6r;I2tV~G$yr} z1^9PyEY|s70l&zL0M`p<(t2H0!7IRqa>x!*u1PRM*l=L`o6kDn?{3O7a7-yGIuvz0 zW?++(WRHMX4?g?ZBqN*_%8+2`5`#6qm0n4#-vhLxfnI$2S+z`-eobuG6I{KDx(@fL ztaEI;Fpz+@q1>+pa4jrt=_9KPXBHiy8r3VbqQ2UHqqPGR25J;0&(zurE_r zeGd~)YFv&)9S7N-AB9)~c@34tujP$E0u@Y!&0IbkNtSr~**yIHV(d7zGd6`?=!QLH zHx;Ur#$?)1$CI9MMz1`4*pIo519-31FiRb+38 z>IIW|@XW;)}pWH##F-d->xWQ9Hyh5Pno6-loO9r*vxOG&E>or#QWA0#mqj zhZ;aWHmb8i)}B!Z)tQpO%T83)gS1v>sY!l+kyS7*WW$-ZciM?U*=LRdYdo<=7dz_2 zUR(~T%Iy4th=@`T!Is!+`>J1M?iiSZ(YU}UfhM#3v3>zI8Ed?4W+CZcT$U5tBj~@p z^3aQ+K-L6ek@dWb9?}We5%M%ND|>6a>cvm&(xL16%q)hwJBOlJTJTrh?6iTuDgo59F^g9%9b#3aKG}imI2^lQ`Uw<@`K(_NhUW6T^ z<{e3M($~rwZS5j{l4GU!hENJ?XnRcB;uaOh^d1}!k3iW+qrU$TdUEp20HR%Ha}dt1 z_v2dE4Ff|V3UPLGfleCEBF-bnkBb8NieyF5o9Lo|BdpVYns0#Dy7c0=J;rbkV1q(H zsL?g$5p$SH1|sZK*^Jevb+z!Sf)M8L4#|9$-Q?%tW`MoK>?j{Y`pnJ^`JHq^+r6{h z-RwrU{Q_0dSC3G<96c^n*!+~}yD_G<74YY8H|0Uqz0&Wq)W*iWC4_{BzXJl21)aMTu=U`aj` zVgG^AJ>GTTNxV+_p6I0T?6=+7Q`aDd3tC+KHFF)OKmh}@1kL8ta#wR$f-!0oA~Y7( zd-=6G?u*}EoNh9P;k79WXJu4umrw^CN#*N_i%E03X zuBX9S!qT8+13|MX`Oxav*8u!GyAY*^gj}PD&ipq62)^iielSm?TH45^-0QAq`pZCY zf^1pvPa%=B*u#waqhoIF7Vqus#G2z|8ZCie<^%1*H57XjvOyy-jBd_J>V_k$&-K#b z_(&4lLJP-{PclUBuZGjB0_dB9`kY*~x)5g|&ZP44HW?k|%5P6}S*)U;?s@eYN6`pZmYIjnAXlDbW@E+UZ2Fr z%&aZnePRlNNdoD}@I=mj zKT%q8X772v?t3wvdu-LX%m>jg^Hef)i9uQ>6Og?tQi>Je#WQjNiGN82iQD7i_??m6 zggLvdH1aO3v4=LuFx8(&Fs$fo$s5>b`#B`FKfI0L)qef(E2W#+VQptAzqwT4#}y;a zPbXiD3V(2Z;Gm3F6)>ajwe-|ZHaT8n6ss$y(33c)$k#igqUFk&{&jtpTcmt*vIQ6^ zzj(LmEwA8zR@ms%McqQ`_jdhS_az3bDjtwVo6hadBU&JF+vM3LkG`HwTR0b!d9I2 zyGK~ab7!6=EvJiI&Q;F(-@|9IRv5*udPA}2E6p39skPDT+nI$cqqA-jF5J99C*M?G zYzAL^hn9-*Z=*u*8fM- zd3dw=zkk?PyR9l3#2&S&*sIju)cDvERK<+h+9_Il7PV_v?Nz1rp0$G_#4Z{!8Y%iq zzvuk^ft;M@Jn!?|@B4mT*G-%(sco+NcT4p4tjH2uSMvdQ6YKfA^j!DpTx22`0-yP zobE)VeLKzEOC;>GWjA(E)H6iWlaM0k)PqYt6p^ghOD#YpiIP%c0eKf`?jSgqx6-jd z=Zkx*i$ig5=^|4zrhC9dW&!W=h5?-(xYpi<-zujQt~zuw$cU5cvuS%{i?jEdB7{#8 zo{G$-6tQfGMKes`su#!b|9%p2O6Pw57;zDlbaj9a4F;X%&KMsp$h;&YI*|Ru6jHZwe#3p&HQjyoPE=lFdQhBV_irz{Yqp|6cQWB>{ zdiQ-I&ik$^B^Qd+H$2BT1ua)%OTbf>IY0U+lPSKQyP@9LUX4p%ZRVClODldSWOJqe zW6_OUSo@dhY9W|({SQqPc!^n_4r@InZbHNP8l5o#w6cc05=i@YbpEJH?jdhJ8$v$o)lY6%JQ{;X_zZqukv5e z!uqc7)lOF1yM?i2>o41rWK<-&84Kkk{FuyVr#xb+4XS^}s?rm`ar)g@ke0V1CPi-wAsRanwd zGHg@P{UfkAvU_|^NN3Iuf)_3Xm&9hh4}6ngNG*CHE!2b2$Y1T;23eAkRS!f{d&ONj zRU%(w2MR;eHF-(XsW=V2+q`rMG8=1KhhrC_8eaNAzpa6+cLiU*YR%}EBmTY4P1wI?vIiI>HZB0ptXmXk~tG) z8Y)$Fj#TIk5&wuP#NQs2OH?E)W^_?tWN(1ceFtsAkUF%!X78 zMHztMTf02nA{0Wy>qzhK6bHUzai?ph7_1Kwoxln4` z@3Z;(@+-++lyqZUU+Xum!*L+mZRaB_+aaEPT0NHqbd`upj20q@*lMz8wb{TU*vvHY zTW=|{Z_OmJ4#Tw>j+&5%dH;Z28nC5c)^zq@AcFnT@LAg`taKzEeoVMGpzZTCC*_z+)X6)6tY44oemej2^0`=WOa@HjTD;Jc(1p96%}Ewb!}r($U6P<5hLfD3xKv}|Uq>J3HCnZdjhnFW1lwHXc0wt%PWx2(*!^ge^E`-R z&ZX!N@O0GzD{MmCW1)9-0qqC~U0!}%faYjvxaZ8-q435Ko8yq-s+j|UyL%^yAe~Lk z<;QZ^OOtlyYJ?+`yUvsKb}#9LnkUxj@Td9(dBKAxyN~|g1u!P}z780&HS?H95nHeY zbx160=p8$zvd8xAa$!D_hitk%omW=6psR3rU{%)YfS`wc0sJjt%|;wG$y#y@uY5P0 z8jtrpp5rm0?G5MTF-jA&vQ@5Z!d!JV8qm@u0og2rXWSo9eawHk?E-s zLW@@pbeK~9))X_P+e|(|PC;8YdmVE8umCia%sWC^fSvJ5vQ;Q$6_}+PlZn4Qn2}kq zK)V?7A78mX33T~Ecy(T(yf!ttluVE!JV4u+mIRb2Lfp^u@Sb9=&*N&tq>2aC*B}@^ zFN@mtP48OT?#yeyUh&Oy$e9$JHndFDS3b;{-U-JCe4)woPs)F~8nd&jNYPQ^Lk@~o zj}Ed*&ACZ5(+J-5ixWsNZTXRKP_H?>o%_$&x+!(I%I7}z0g^cn`z(oOo7y|%gTf9E zK@LrU`GQOR8`eGGy6ldOU~dsvW;H69h~=11g@;PV%GW1~C3Wv!8B4~Ksk-M(*XL*F z6+n7cy?nLH{C@h1&os_PymtdsAF5VTBybH9zmAX{hC2C77_h8PlPo{VEe66*?QeJN zS896j{LJT5T8ofa1hF2PQ1nlbaZD%wWu)PkRR>`yRj!NFYo+%q#dKFI=9=y7IOhMRu|o?32FLu9mh{EF604e9u!%aA?K`+=p9oE%lq|HcNtmxnMQQ`=?X}r zhG-?LuJcq^c{{~b64V@ix$N5JW$~(Y8j-8r2gs)q>I^|mE1_e7*QfqLoLqKMJc=ZL z97yOM$kUb|x>Fs*cA8wR1WqB0lUYwMdaYP3`2qQ#=zo-I+4G}>c1ATG4&(gUF8Pn! z<$KB%Opn_qu8K&GqT~Z8=sVLEbmTaR<3by>0c-di-g25Rq}dI)YZ6omrtYP=^b;@~ zJ3&O;MuEMjP-HkM^Zh(g7viJ^)Np30@gFm^U)i+6F z>*rfGJCo!-O3W-|clL&inG~?nV#rT=WIE_!(Y>hqMQMELEuei4oS1Q1VJGH*_F4GK zQt~BgpM+^eTiGWHE#=7XPD-)K7+h^1u}#UU+(1lh<1ognkTs&c70u=C34-pVCWk=w zrtiwY7`f`3XXCvjQWcZ#7+{<_(C_AaX>$_tV=2~1<=uE+G?ubn9rmewLuS8PiIi9H zsHzAdBDdUn779@w#uhiBKeG9Lwv{VxBB{jPo#6kCC;MLyDZwE>c7U*RI{N^Yt`S{w zNMFYpzl1<+Mw5VKYMN&3Q9AWZen2yY;m(Li;<0>dZ&rR8Fm&L=M6&}lTu;TEd!;FK z^HTTEc}=+gx#&nw;p*|wh+{14;tih7aQ%>znlbgQMHF3MXa8kjsVp49 z=Vp%gjs%M(+@vc8n+)U13_WxcMLqg8K zuu^?QA3g2i`?d>5lLVsT>fTroJx8?~LI%Q*s0?xfN8TWkLbH1#MR)8+>ufO?6!d*} zq`k=fW;&R)7-cP14VRRJ>#|@C)#_KaQLO7?8vWv8f0Q`kJv|QHb`BH?LrC4MOxU8| z>WgsOkW^~2`kPT1t!;h~68^$4f5)YWStT@1QksBYJUvpPsmAP@9X^f(vFoPu9uOQ zA#u)b3ku@>&OKOMR`7MoO)`nbp{CEq6-7F$r?mV-O3OI&Y zN?xSB3kY0stKj7-K)Vw4SU{rVC&h1#&e`%t9n`9pXkQJtzu;8!t6;^rI4ySJrsNq{ z&B?<^xT#tD0Ya-w!h-~x@Muo!9{JkgKXQ5gm+#7-ApgyU zLbF8uUcDm~K1i$@)<0oHgY7|w)WZdT+V`y)sV_APGL8kw<(c}~2_Ng>jv;xawKy$i z=X*cywl|Nrp*OJ44gTH`Jhvut_YJlhiw{0i&805zij@z4tJym0GIH-IL3?0m^d$SZ zo)LWiSy*d{C%Vl3EUWcgRWpRI{SV>eYdGt*1g*qvpDubn+^<47=+G2^;~M@)E8!{B zKQ<_@hU=c_&+q6)+~M+noZOdjgr6`4jF(Y0XKzK8Z=d270ITbltta>_t>tSH_eKTL zeS%CU)Mx&DV=fIO%O3b{@v_~cX_bj>_LdJ3bcHu6N{drps7-RalfZrjIa0>1-v#@F z2ku($FkeS9cR9SzNT;`faYs>JCCLKzSXNnLMcppXRK2Hje3e!flP9};{g8PX*EyZ0 z@7K3ROqP6tNFoVDcSzXBc9!Qlg`A6Ev*w2S|Bb=$H3xGeRW(80V{+jOmVD_RMGF`9 z(OioAM$o27P>q1^2k!fR-j_K-QCz`Kd#8Lb^hLgw+kAklO*aN>d6D~wH2pu&(eeav zNM*&OjS+W6@>KF1ZWth(-IG4a1YX7V0XrR{ z0{?(^BnpnXP!E`^$G%&Q4HRtGyhX4ol92y_TFB#Cp7D9VGiWK(8*0D3o6p~0aIQ~# zyqT#SIMww8jPI1;S+p+m@Y?W@vw53-SCppFF%j#=?!yeKhzaBE)?OXi2O(V6QO_9X zLWo21;7x;fE^K=G?Cqd(0iQbYCrWf6YXlDboG9(TY#O4dtnPY^o-Nb0{x*nKbNO4Z zVIlUm^KujXqX)hbEy&7Y*+aAL_b8#P5I0}(-)O*g0Nr(GIzVl=trB;Mf{9;Wqn;^aGK8;az2)YNH(rIQdJzHHD?r?~A&p9Q!xkh+r2M|Q|AMeYmNcaBq z-nX-1WIkf}G@{j(?w>28?#N`4N=QRrvFO*$PTA+dym`*>1)HSjDrA8`|L~c3yZHjX zRXo(N3c(jByUDA|SMH`VBo-J7gaZ-raD6m!4iw*Ix-%{2YQG%~SK1DSs>+K5>2-pF z$OE0D0(m))dn{AjO_wai1MbVnB-8n)DnT*(&wx3QkMyC3hPg+h!7{ljp=9qwXl1uk zS~%{|PYo1q$hBP9;tylr@|RWB&72;jPGaRrTjCD6WrOr{l;l zx4~z}u~>CHP?x-jc#ED41;x~@iA*&vcGV}^iomA zM^PZ~`$UMIhDJyqi72*BAXh;^g3OrBm_u6O!Vx$ai=aC(!RRU|?;UuLs143LD3mZOrc-yPA4KR-8pm`s*aAewLMx~LIW zk(xGmuMtKnrJ>8wD)Y!Kp^#HR0iMVqGmVB(aS2wjFi8+F#Sjk3Z0(zq<^{~P-kzuG zTVK*o__&xeqWM)+r-Ozh|NHPYm~7#&g#4JkNJ72ZA?M3~Wz5&Te6BHjGEN~dKdin3 zXn<7MK5T`XFF0l38*`zv#-yIQ>1Hy` zsShTRe7p0jE}7t1eVeaO9|d1&4zu>@!NcxLQn%J~T|35=&`xyh9@f^mCDO^&j~M8D zT6me^ldxTk$ePzEJp4V~0`D~(GFZu|W4)M_UN`c~N3!2k3etH+303`VZR;Bew}(wi z{iDVg@_oky#z)s4dSXYrEj(v7JlJ&&7S>Girl4dqj zL58ZR*$ZxQ`3I{3>HIiBe=a)RNvwI}w(7Fpn{{RqHW9MbWPWSsUwnT##3e=Vy12m! z+LQPhgv$O4y1X$awBF^rk~oXi4?eqJ=wuu}rC`@rm>?%ShA)swO%ifoZ|91PIfo%&OeU5QXTsQp>8ns^Yfl*^@~I4>cB5~_ zI&iHl@W!pTfSV2-(j4UjGm!^Z%7V<^Qo-4G!0|W^F8tuo>Xd@`TDHz+TWicbQ(UBZ z{N2su#%k229?bd%p$u^yVeT^6($8{&IstnB1#{qc9%y}Y@r>C*}E z(ZYiV%4`6zXb6Gbe#Eit@a`#9xH@AfXSJ}z#W)#xW52HT5hX1yGC7{^tI70Gt;bmX z%=W>YcpR(zVr)q+O{>rgdV@qK1Y8oq{zsKL~2x1LsA*)>P} zV8UFB>UAFN&k$sv(b(O7!&@S975jKmE*Yoyiu!t%L>^vKJ|=bH86qg1hmsM-dZH1o zM=a!H3u453+$7BAX?F)DZe{e20p329WZ3~3Ia)qY92m-RwW2b`0gvnTVWKdyb>kAW zU2!$S^#QtUXs&`}yJ*7T%g^h~RQj@A(~v*M0Cf~bo2mHh2(Rpx-aJP&%mmXXLAze` zlvmd>%~)q$M(5ZqR-`5OY^5}szn~rQsRo_1T4bfo6aPw!^|(*G)ZP*$ zZeUx8Q4H|;=K!LDg?QlAAZrMOrF$U_Oorutj+5(=Boj#mA||ABc-q|}1)xwoT$61rPbp?7x*mF%Ij)@Mp*m!ypE*Oa`%Mck7}MMl?Xkv=~FSrgW1`q#(&YEr(N1ud$F6cgdUiT8QMJ@^fQ~4#khN4X47+<}m z^(+9L0>8vGa-_+9_rzf8{ zB$MNOp$pFDeSZ>uKH9q6tSN;QG3*w*xX)=F=%elekVSi#ib$x3wMLA* zb#SDL!8jStvgnpj$w^GLDr{)jX@hY>LusbH{c>tlXh! zV#&RhDg$(ioQB&**Dd1lYOnh)JAUZT#|%rF#tTbM@RuKRf7N?8*v30T_Lq%WQtNO* zg#^a1(|@jw8?Y)!-0>$5AQql+xHiASHv3s4@nkQ!OO!A`sj=V z7Bj=i*udrd^a5~$2(@K0RbFO`hgu)raa5a&2RRFX;EyT&p)gO*gJEPpBO4P5ct*Ob zlo`!S8v=VsR`gZLDe=dl^a!&l%i91Z!G3UF!nAC9(!47V=aPEY$)R{bD?ZEcP@Q~E z2J90oG|u5eY7G$mHUf^`C5v?#Rw@Z+a--Ah9&hzMpABpH-~ihu(FQzYK%w5 zi3-;`NK3NHFSxKNf877x^!cz3UDxLfU*tM}pdeH7Ir3o}#kXHZ)+kf#44rN66GZH2 zo(LEm3YZsydNe3kjjFTds%>kCIOLUxB2tC}cSa7Ilp)jMR#axo^j5PKp#AS-bl0EB z8myR@C3VSZ)l=C1nAtIRB2~u>;K{drq6G*oZ;SWoQut{w-LAPG%U+$1#LIh*m-^o7N9lAHpeE=70q?FT6$ESL|E6A#2@n^fha83BWi@O{t)==3$T^aq zfcKY)V34|}Womo^w%LoS3#;DS#!4MF4=0T4)?&R#m4jrwByWxK4Q&ut_zsK%nl5!+ z!o7mL4Q!A1$2CO94u=t^*rfTfha1JhJ1+7nYY=o_Zg<)sc)P;u6(c{D-KZ+B1mMrx z8?M$nhC3cw@({_}d+j5r&iNlZeH+23xSQZoRpqH_I>zHZn%*cc)v=K!X%kVIMjjc# zal4C>e5}w}LDw)@aA-r*5ybcG{NMtiXvu&tD_8lwKFIhc3Nr$7ajm)9756Z|$qMf}pf*%+*XxS1+!N!rkQ@b*7L1N>V=s_`bO3ypgb4?Ye4a&#s znT#YH7OFUj?`2q!+hA&k?~`EEsB9HM%ijq@_kEFDr1W+BGZNEbAB~{r8gZP;?NILu zz+Qeom}nk9LTZuQ1gz)XV=mQV#i8csVgp*-N(2Q((QhU7!%a$+LOdvpVD8~~?6D>R zw*8&9nW>kmnhuvEfsI%RhZ|b!-ie&UZg{Jv6^obz){j>;9QVFNsf703EdIVP|&S1E> ziK$*wt45uEQM(MaUPez2ORkHBgQcaUv$6j71qk-SU7KyXm|iRE%Z2fF1Pl_@-P+gG zh=sRn1|r8}A1S*T-gPb$!l=jO=#a{GJ^9#;-hE0cdSZekB^!DWJR!*sE)iOlniZA3+9`q0NDjj69rsV4H=dPDQRVl$F@z7Lhxp(=g?I74rDy~cWdkW20T-XPY7~b$}r}XgoA4AEtgZmjBty!og`Gy zEPDtYWH#WMwri*9nWd%n&4{Mb>`F(qGS-)))bKV!!EdVkXq-#5kiq8kh((r5^N0mF zqYF6(R>#jr(*WjT=6x_1+ObKJZmxMeGCF^QBBgZx2+-p{xK<-YtULROxNrL&mqf#(pNfpt1f>BqTJh?! z+OjA~#z*x$C9?M3Ze6h79R8)~NI{@eiD5kXR4-M#rSB2*^MLTJcYI0PS#%_o_~cKJ zHG$Ow!pE^XvP5^{d?&5|LS!_=uHQ4fdYEL0Oy}v0=w*ED$cQv~%ObUkg=h;pVQ5-O5C|CbP#z$10{S}&sCzdvl(CD;PG^FK|m3?K?!6l*Fihi zL7b|2A66-Z!nV;6;-pMEdt92U+KjfJI;}zj>&59wD-ilkh{0royd{wa5)c`hv)e5L_r@=6?~1AU@jOWL5U__}pXHrJ#^NLuBTQ0@elH%B6lQZm=ZG!SL4*H)~ULSOg_s zV=upY?LJqqY|=y$N`5{%G60d)#q!hslOg6Y>*rl z@EN{29k<786E-Q5!{o<4fvMJ4;@1({V{gc1w$_5)v8GV$z7<)Rw!RLr*u6A&7zoFX zE7TGQT8dgVmX^IfX?LZvKV&`D^*#Fkpoz|1x%O^(0q zQL_iU_#M4ZX_S=L7x!tH&h6DiQT^o#GhhoV6m za^E~lArHv%LuqS%9Xll5DsjajZ8hr1@RS+U(@tR-m5Vu=0=$o!+ke1zXXEl9S>(LV zR^9x1H4m&gwq<=t7>?2`^wX>BN>iC0O3PqztCNz82BL<><(Od*r#alT<(pvMZ|C&O z$OMv4cU&MGjGcFHGh(G?V+;DLhEvbS->#mV-IXTB%Qc{uk|w z&)?tl6V1?A|N5O8BG92;KOciRL@oOSrKU{>3(oG^Acpu_G&HV7bE5>h%d2F{X8k6!BX#zeT=ZyW=4!8S5=B^f7g>i9mJjvHc(?_B*=Rp+vrQFxgACDeyrNPu*ozT zpBX=UGDY#0#N98Roc{6Nr*O*`KttS4sl$+VBY8S~aPv>5o!3nTyXR3#SqRw+c z1}a-XxVbu!StGx0mI;VivnuJ`LQSCaf!PKKBGFtJFP@E5Wm|g_I1I@evLi{(lVYVv zI#}@FfAt0L+p^aAm7`}JYl`LQU{HL+cw=c?Y6#+SHpKP73cdXMM1}6j55>RgjZG{< zA^4|x57g{eq}i~e zcaJ27=3>N4YcD;)GhiVDCTGO^)Zo1fj|eBv%*j$wBS1*paL95b_p32 z3`TJGDRWX$)~4EjfN8^gG`)`At@T*|MH*StEedY`d`&0UJTCu*)CuPgLj?OT%(xtC z9WW?gi**ma$L>TwB{E~Yk8XJJ)V?nC*xh1O$$p;>m@vl!Us#-YcQj=y?Dg|EvDq1W zV-&4!GPJ=%r~*hceN4(H9g6ZuN-{ho3BA9tlxe?D zm3*NycI=|z@ob<--^dlnJiwAbSfotMO}v5^iVVw^e(vR&=GHhJLmC6{+8E%W%#ifn z;7A4!RbK~TJb4ueJ$>3P9P#VlzJMBNSjHf@c9t}P;;X4kqd-CDL82jc6PS$VD$M8% z>d%6WrEG{>%`-smWXsm;t>?+;pvyu%Uh2yFle&|g{1XVSNU|SL+vAd&IAJT&RpS+! z9v8JTv<&(iayFqkoN<63dq?>_t2e*k9Z z$RGqtwpxvQovdGWzscS6;OnQGr|d()0P8pg&VEqFY)x3Kl|RS1(g!4d$a$t z<&c3*Vf!k?qYXPD)Z|MfpUyqi#t^t+OiM)~;;qDrCQ;o!|Ce$FE931*a{QpoC4m3V zcad+Up>Fl?968Kv(tJZ#YQT9ko%ObZsQJRYbk$Gzl*j)xuYUC=O02V9=0=I~H%P$r zCP#?QK~~}$oHIIc{@K`X(?58=>R0v;=(`Pee33eygzOJ%;W-92Y0FK%msp{jVwP|4 z^2i3BXJ!SRSJ^57$V3jY;s?;WB8-n%8Hh0YY$-h120Z+U6z%!1zuR)|mx zX`E@eqGCIp^o|6qwz&!Zq5qRWBU9In?jgf}6nyQ_&otUPQSd7k@W>Cw4!5U?-;?D7 zk75gf0DwEFX_)Qxlbngy+i+IJ<%yi$zD{ksF84pZFZrnvvI?IIUMWdos_B(WM2D~0 zCrBF2trE%45S1we7aMpB-zp>XLuiB!v(FTTQIpdU)`KO=p|7ZvC9cs+Ma%_XN*;5; z-$jZgP?N+-$>>R3UU-$ffY^6ossJT@@k-345=8fQXwc|^s!_0?R*I9i_!EJy3ug=) zfT@{%Lb7s-ImIOOMImvc&l@}pn1+^o-dAn-{YA1`A79vM1S7z=AY^Rco_QGKVgBiK zOg5F2BJb|H3|A!K;zH+BUX3gK)%kdgOb6}r%IF?&?V!g& z8NF1W9pk+e8t8ULy;|tIpm`Hl6K3XX6@6ZK3j53g2bww`)j+Gzg46#oDX-om{l&uj-9}YxvfA+nqCrx%2bih@4oPyUeeLlPt6BKeupRPUSzx z^)TefA0Gz8KN*74Xvh&M<5`=;R4B*Tfi&1n!d{b(#Cc@f*?D>Vt&?u9kJw%MTao%x zEJgtJK$@cfy+)gQpc#y5`a&NsMy1@@-z$DJ5x)KCgGVoY18G?uIH0&duR~+;aFI;K z&dc-ap-}TCsbmXG-GWIV2$|`L_N9cB5)ub{e0$8|>Xe@F+FNN-V1zSpn3W#7~1N zuXba#3hOH>WK~{fZ*e7EoYia4CLw9vZ!S}>!PGu($3ADAmw#Rsc0tc68HBcp+gX&* z>BOOv(*bpxqmH!#p4*E0yXiGen?rxk8yKTxCq7$XJU94%5u1Z5Z`DecXlXs+l*s$B z+B-eGkC0JMi?oeEAw*ia5e-%R%Sa9mE_(pXWiX%OrMQ?6ZyQpqmVhfu@10&p6!+t3 zur|rcg=7+&7Us}K-*stU({P^bao0hQORmLe9&E;t$opH-UQZlN8{aG0eTPmIxm_ra zkrP}{(bjZ-(I(^b2YRQGOzt0}ed3TXR0@99&KRdjO4!LU7e=jG z_H@$p-|g&={oPV4YAAqVz10@QrRrN`e{jEM2>ow+BC{ccA{qc_=91P;8sr}fQ&^5< z48|d2x037H=kT}m@t4asn}&w-rlFxNxysQ6O&gmB|Kv_f;>$RczEXIPCUn-gxXD5W zm+Ym6=203sZz;Qa6C0c*I$A-_>dJ!93kdpJFtzL@G)uQxQnVYPzjE$ag5}Nae!-=w zAPd@n@bedb>}c>4pRUbiB;k5f;eJrXy1U3?*t;K5xS~b@pm0wByx6EcbyMP{+w$R~ z*!6uEl&(9#cr~@0nt$X}67Ya_<*r^PPR0c&!MHi+A2Jd}BYVUXpTFq>b@#t+>78w7 z(!@AOpe-gSKBE^cSW*sDBc<{SQ@DNy7x`59u*R)L()~>O@&+D!k8x2B(lr6U;CbyZ zVttnF2m8t(rKf7G&wLS{Z+WDWV@Sga*@n4A{maZ~jm_ZiCZ z@zon*X0$oglVPH1+3S7tzJV++_QsTo0Z<=y#@gxkcBI{Qj-lbNk!EZ?G1+cWhgs+k zAtuzx!d0!hru}cU#bs-DUoJI*i|X+*$PLQ9Dw}hi>2ahERXvX&wl7u|Li?>LGkpuCUW^=a=7F0yb!Jgolp1iwz#2yf zfm4fw;JJ+tM7r2O;w@Fu;6GZSgFs&B?~HuKn#w=g;RAbyV4!TpZ^)Ud6@lPd96!GhadSyNg3b>bEIyvAC zU82l**cJ?bDH$yz+ZaJXL_eL1PPdVLLqoDI8~GFWNHBuCDQYBWTMjdjAhLFoIJBc? z4X9jbl=U-sFV_WWjE3WIB!*Mvi;N;CBZlwwKhYEw`6q@ka`-CuAG*;)&n=LfwLl<6g2Em&il^YEs+JuEEgk4#>3Y9o9i)0F z_ZHho%A5?1@E}?)E*zl!;~m|UHF~hZ^3zq}wpN$r}il%P+z)23-{nO;v~-lt+H_bQSt{*%{7Hr_||UYwtJxA(u4<03ph`fY3pZlM!$3= zxQd8&(Bpe2qp-XsXYZ}}=LbP{U_4{TRe-oc_Az>sE=w7UgqQHGA>qlv{Q&!6Kcucs zn8RK9yBq3$nk&mybwP6?0VyE$_cZSYO=k-8Yje3EcFl8SxIW|Sd~Xgm4iKr2AiG+S~Bu& zGFb<>l>kE-Zj8HF*=!4anh7gJ*G})N)h8mDKv%-u+w{xYvCq)DeYQp zSa}s{w0u}h;RLgk-{ZQXSasY~egEOx_5IzgG4a0=qGvW+rW5gAvdo6qW2zQa|MVki z{*Kvo1y!jA-f2@xdKtd^>BVan15wW;p5!nXO!VgNgDTVBC$c`C$%UX~3<>R`j@>>E z#_5IXDqvBrs`t@{X+mKhpJhu`{PhV?TscKuoPAXGy?S)fH$)Bclj06n{1o1Dw0v)^ zZFKf86zgL0?G^g74A2knc(Zq_b4O0Vijvvk#SW2G&vFx|jP3b)?y!jsYPva!UZw6K zILV1Gku-w73tBV)kM-%uoOT|riSs5S&ZX3DhRVcsT*LG4^1O3DuAWKCPh^HcjnPKA z;3d}8&K5K+;a*7nbRlDdqc?2pKv-$_KIniMuyi*Z1>hIL%6-~J4e8qPgkq5UOQ%^p z6tp5;yMc@b8n=T2 zN#sM8#aZK+0pXzUwvkOgUmp7zxueMMyvJb}!itmi% z_dit57MMN=hsEhkE>uAM0Q+s!XglmYm zqn%|Ui!S>x9^E4vE|@$sXk&5C0~D2T<&0G@oEnh-vBq-M(e=+uZx}oc_S{2E>W8=9 zIq~BJ791Hj?`Xcv@Ti?0&^U8Z$h&849GYt%diqdwQ$fxESg%iagDTU#zC!&l3=f^G zW_mgbicvUTRD$ui)&~PeaZ};Q()x5SnXX@5e`3Z$)Ds$Of}SXQx4Ps=UM*U-##M-2 zJWf%b8TMKlW#L48ISDcCzVP{51N(byq=$_sA#YdB#Oh5gSOd)Vcw^G5dDQ4fdU-zZ zstC`(wuxqVVU@lD-UT?&SeS?y0< zrPO^rFe2KSfR>ZDKQyCaQ({O;NFEp#i7$?#TRybamUxAi-z)p!e}w0g=Y6EAQo`<| zDKRwd=Sh-peLt2c-*)*qH3du97l@P)kr{rm^mAapW6f`)R?CHzX(a@$Z&C8e^;6e) z87*z7wz%yJls_ACIr_H|s~%o(T%RM=lDC{EJp$Acf$lXGF zV7v+ph*W^mQ4GhY^=8!tx+H0@b(YY6&%7fnq3Ix98I}miX%DKy z0rR&+WQDs~TdH9V5pjk$SC7WBT;$P>s)@;`Bl?lIS8}(MHv@pa)nL5vSS7q&9RS>2 zg$5d!1I%QpYMnBZ-`RJAqysFXv;$uMvbaU}5a8d!{r~KQhBuY}(0+R`zy=Ze_`1b? z>cG7-?{i}K4Cz$JSZB3kyU3~y=r=ZwBQ!PO6%W+Bl9&&-*Ts>7>D>^SpIvO z5y7+j(0wXFM%r};sg;JDSg}So7Zc6C;WN$EXXYy=zRLRuaX#JTk4j^SoZE5|QcAlQ zy6?rp=J)L2;3snk%8-0dmR++Y*mo)*Bwv>;4#KDMx=~t`NbS2U@ci_gEPOPnV1gugTpetLb#2{Eo$-RZVt)h540F86(z zlAOqed)ETLEk_h)!*2U_rn{MzmNGm)zY_hSkx9Gu12lYCKR8a-f+veTZ&jp!^f8*p z-Cnqrkja1fbns?hos2E1rTR*-5Xu&}k-qbs!_edOMj+O56r+ZjJ7FR;kRZO4^8W8+nA;w9Ty9+I54#X9|?21azZVQQ^ z25%F1oG;W(UM=j9%}?H2U7MI4OfK6$%6e*K@hx-P1XBa1cgl~o#{y*+m5$x zcO)S!W?VvoE##xp!JYHCg@?fQw}}wJq)mw3S7S*ssTjPWYnn!YbyA%5(^bRS?tA-p zQpY=5hE=&u91e6!2!^nQNk+Z99Uul7>8>j(auga)H$j(58wRKJqldux2+zNC3@(;y zr={K9qxm!nN+p8#mw+mXc=;Ax(oWTq7$ipfn-ZB_x42hqrOjtK;0ht6G&)(JmuU|x zo`9@|I0Cz|FAMXHb2+hJ!S_d26soo}(rTR=&eba%%BE{cI{uBP&>mbh`o0{~4PO)G z6c1D?pylz=1Z;jICk1A)#e?G?W2CM4sYxGo;d-^)OsbI zpj4?m@5Pn~)-*ikR;O4seTsv0`#}0kfw1zzulA>_Zvw#||H`E<{AmG|T|fWm39nTS z!>0G!4R3!;tApJZXH%JdjAdZU#kUSJd0uj`@wo%9sPv>$!!!3Zu~gA!JQ7z|*$iOP$#E6N;BtDhXTN?;1D! zzdjhgpb1}k74_8(e&{aqYW$v`*hWw;7kF;4p-)snHCh++%HCL6B9-Y)*6qPGW54m* zR!ujoGfr@6zo%`~xOp^M>^Ee{bTuAoG>HC(d-S%+KG@iO0$7r+^i#vl(eYkPk}aL8 z9MuFs^)A~~Y4`x4L9uX4yN#l>>Xi7n_;aoIU;U%(hMxR=d8R6Il-K`U8KzIJ6y(2L ziXpBW?&+1*845D7P2%2@*q+|Kie==_-J*BdOgY)C*uarxo@i|(Et}_FZY_$>*0o+g zum@qDGvx@vT$J``US6Y%`Rul>>JsYw0ggF}Aj7x61m7oTeXJI!cDN^!CcgrEUocPVA7Es}WLh`aPF}#=k zPfIUwQ*~+m)SspyzEGO3#0Mu9Q+Vpg^!h_g7M7Dw84QQL;P`MDd&u~sa^<^U9V2Odg)=r z^=AqmkRF47IfT)wU`DC%iqtveuMO7Yq*&3y?tuG4%eunMZKz<-NC!JD*1#|D``jsS>z^CW@QNgL9W$3-c!B zKsN*sBZGJ?1ORN+l6LB%ZY3#R%JPL$#x1GGwd4oulGXCa==UAZVqTdH*zsNJK#1#R z|5$F#$aqqcYIJ3Fdm+vU3es^G1dtYRHahPiI+s{}$r&X!Vox`pQP%c8>fns%Oo3KeVQH=QPA}%%`>(0SrO&vJk1vnX$=cZ|qR|Li0MSMq)!yD+ zciz$s6P4?iVHvlLt548U2k`ecY&?vEJ`N`jzymPbpSp~zx_ZN~OxYU> z@8|H&ikEf!pL=0E_tGhR)h#{X`7b=5hggoOG0n*%c7|fD!|@?DRhhxof2*YPUv=Yb zl8(|&+|r-_)_YhQvrU?C=;mc#y8{*S@H`pj1s}h8LEB?_xBteX2cmoL=Ti_EbZ@f( zFeBg{dbM`7yeZD%eoJ#y!aiP>3|p@EoWTicZ*xRox3nFSIXSTFLcmK94U3bMYyX1a zL(J4-eGyMU^zv=q1A}Z`g@5 z@MS7S>a*_|;;5rfzB@k2@>>CZzu#F^qz9>9Lc8c<{?h52drrt^-wRD09C+Ge{tX1E zwNsxUv7e?_KTIdy7ugV;lYqV6$*OR^^k`=Y?dRMfyE>Emv%-pgg@-d#s&)BXQ<3_T z`Z4)lPjx%$w&3;`kBYW|Byn<<03RzLH5*KY;>pJJQCR;u zcWqmOG(a=%vWU4eb;N0=Rf{ZJZjI4`nye{Y*DkF)dY{U5Syz(2B}dv?5a}@f)$VWl z76b<|sl<1!`esL$r5uGkQ#C}pQbby+J!KBN4F)twQM5vpjJ8-Fbp9ve_PH55w+jVj z{8-%QOrgD-xnEAIb-v+mn;cKMP4HHJn=8sofd_sThpiMT{TuIV-u6H-V}}sJ&;Mru zw1+s)*jZT*2zm>6F@`fiCutE6_XQ1|{KwQaTPi^|FD+g4uDs=GnVf8=8IF+dSZO4o z@*-A>-2h-WrW~^5mxvLf%w#?XK=xl%o%j{p*6@$(zg1bhc`LWeVHy7@eD(~`*9g)! z6lD?pFTru=XPDUde8Ik}`B9+?{wzP`3inTP>~c~(tfdIW2JU~i)6*Te9iy^ioKmk7 zd_hO3^BzLvgmB~RqZCTn_Fd)MK7ESh*-1xg|?M= z#s)^nulMs&0DoM6DZpMdUidHZ{ia~Q`U{Rlmy%&*NgPl$?hBGASNd7BIx<0GGf$32 zNTg+YqV@?Qv7&I|yl#RcmMz#bGbAgb3krFinjR0yCDEAmHye*xPS z^%RfAgYB8%>D@{_{S8KR)cPlcqGl7cQ*&)j8E9FwBv=Z+_cVJ-cJZ8ql^zbs%5#i>0m_YF7O z?oHW1)LYH3L|bCkY{Q}|ajC;_H;w#niQ2LlmX0}&B!nu_6L#A;Q5z-wNcB=*rLd%a z7Z@YO)h9d1Zg={rJ*~lxi6hBKV#}4^IvW9#y7tR$?A&IGLLtbTt~1kacvlIQ<8Ad# z@8K;0`ycF6Yu;^TWgu?>ASR?`J(Xu?APSc7R$+5Q>zmY5?f+p?$}sNx)ydAJDyfbO zVk5)FId_><>GWc_get{4bgu*LrmKhVkv*VD-8&vL;6bJ4+rMm62d` z@=*^xw^xh;@VH^g9@wuGeZg2y@k$?=?m;a}A_?RubHNzIkEGGX4Ts-2@ zpI!3=Wu`h4^DOx5n^Eyu;eJ3`TB z;&`N=)2^RH%D~ln-=Kl$V!vlB-7X3#Y-Qq^$ngab^B)e$9WUeh1i`O7&l#Te2>B^{ z)$B}wMDdG~hV)*0>#-~`0sc_D$XFfJt^wa^H6eN5zCAcl zwQm#z_z1G5dUh+HsSK}P{1+Q9jCU~?ti5=QV0LpzH-g=|3y&s7wLC<0oRc&}sK0oo zQ&Rw7_y|Imw1KtL=3Z#L0Nu z1$`Y9?fZO%JZ_bw{(5R{-_4^N+BVeU;h%@~Z{rgb@VkgsOR(tS76R}9JWoL+3|!*9 zHOT$wJ?ayk3nKBJN8%7mnPZYyH$pNcOWl!6iT)%J`+Z0Qzx?myPdv2mkL|APX^vL? zH!l&OwzGw5or85V0Bo4cBo-y{z#$Ur=%=MXe>6LV4s^b%#CqVO-_H1#>Mk9 z{yeo<77a?+XRIXO(aev-ue3fVD`~jneWYan&hh|s5w9pj&!>ry_i|!8k+Nc&iQJ}n zsY!A6h!pd#owq(yXo^)OKw`ijKw@Io{-hoe*U0|{~Ei=j(Wb^W(bS>8l^wK6X#V)tJR_k}oj1}7Wn^IrQApNiC zJ+0g7Nb6sz(&FV~d|6x!%#XOS&^Dlv5C5)mV$}#HPnE?&#Hbo#3C-{T%Q(JDW%a5N zd_`4@ze>0JP{r*>NMe{+XSVlbvdH00ZXi8#16jJ41ER;phpe@pRV?>!Su2aMoh_8H zg8njvYh+dGY-I)%xwjnz-t|J&8@ZlKH{e13EU@qhtr>m#=*wslE0(rBFY;0YE%A2b zyC_Lz#wmC|fH&?{@*3lm$@1nqFyVVE{wQiV z&M~3uxa67>hjw(hyXY>R|G@xs#m+|)!RaS(_LIm`&8>~u(>-~$pacU2+jP$nt(*D% zHls9C#Y+4S)7jIhcR5o!_=is4E5!du--?K{UtlXdBlGeMhXiZA9iJ|t$!RR>T9W_W z(w4{=7OlDd;nLF&Aq+VCp zut^iYNWHK-+|rgUKSt1Pt8qj8=sE3~nXvx}Bj;n{{N+uR?bCanFynxk$-+`UFgXem5qV^9%6E>H z5>XIgoK10OCFa`kY(MDSvhKTibm5j9vF_yw`qY!v!!vwwg!ER+&4&?$`1{K4saPL_ z9rA;0un(@H`2!?x#yotFb!+LW%qaUC3pHbdu{n+fT}O|Y$M8(jl>$qvy?r3+peTaw z@+Gy&m^>8c!^=;@`W)$$(_2(tEA7zx&_@*Zuz#baT>*v@Gl2u) z@Lnj>7}l;Htij@5X;2nZNpaPp5Z%v|TTvoLVsH8e2GF5_pWklHrq+%dUm52VE*5XI z_Iwyxm#DCFlUot>Hev+uVEv#oHT8wv|G3Hl67d&mPQebF><&A+TZznzv*jSFthqbh zl3`GpriS`Eaph*Jme{T!Q<5n--f{0^KVY`SZ;yOmtmnGH#m2q0|6t;;?deZOV=D24 z>fFT|38B}y4}VpD?uqx-k2OiOh?2ZTmcx%lp%O2ErD64DBGLU%ADvoVbx0F3NimW} zyR}-%oJ41H)5I}=nK`$TvK9UX%9Fan`|j;hMb(1iQ<)+`e+W+;X31BZoA~?M4S`V1 zji6O?n-Zf1ubusgr$HHi+OphmCENGXXn$4QP93@C**m)6zOZb{wBmO=yasgV`X z#cfu(A8`-6N(IA*L|r-F%jLR!FCf|j+ejt?$3udm6q|m->gePX0YP0|v$ADS*Wjdc z=q$5$SCmrBFN`?v97zuPoVu2qM~|<7^@wTPNl87o;yIqlaU>E5ZVRW#9RCoUV0^?h z^53abk3dhT7bHXHG{=SGh5=#Q?)gLU+a8CB`r!(e0fmB2AawqJ-Ln=&Sj<_0la1o! ze68AMsnir&gSgI&7k270JysSn#ce})nw?KyiFF8;kDKKVro>mdR?-AT_ViFRmLUgo z4$ZHtWCBK{p%?_-dDQ>&F*-g~1@6ZB?Z@1umMbv0ZvTTGUdI8_f%twSm%Da05d2gZ z`k*_Xr&&J|Vt4*7F&n;Kx9BjYcgK6n#arYRFf504FSl+g5d5M*_c=FZ%mm)Kpbkqe zs>`Vogi(srq5;u7jvKdh57f$N&Azd3R6Lr}@CK}V)ZRo(>Q~Zx&t|W)cnT}l%bN6l z?3+jyVy=FmhVk9v<-sfLd5^oU-I4j{_4ezq!h=Cflk*>+fN7(HH#VwOL?=#$fOe2gf0PrA1zTXd3FD_@A z%k&{&Dale75WIb$lwwYS2iB&~XrwBhcv)x|=CqlhH^7`T%IN;e`gm8NOdro1vfR}- zXB;J&GqdU$2sY!Dww_DcP=*WOhgO2-Q;qi(kP0K5BH)2l`9Of+U1-C)iDLE~IY^$= zB17@m^;DY4%QOof_{8-|DjII>h{=2_TYYUuK9n%;+}*=}%gTCK5=|ul`ZveA9-n@q zvBW6h@;LWh^X8xm5Z9ppgmr%I0#Pn|!Y*M50RI7!LL$9KaXx_b4dcWD4?yM<63(#roXv*+zX zQ5FkgK24)I^ybfuDJ9{bieY$~swZWlKZD-wbPWEjq1hp6hq}NzC!eoowa%LytEPf` z7xPG%DxF8ftS|JEG8KgU7PxZT+kiA{aUGhhvHV{bi@;|7w|(|EdX?jL6a>50CLnvC zVV!4DneDyhCgIP{5t^Qux<-dLs?e|d2?+;esjc`eu|HHKb7fNYq>lBzO^;~c^<}h_ zO|9DM6D%6W%mC-@b$P|E%_rTb4ubY_0qZ%8msPfFI*hx(KIZ3ww$I6M7AV-e-SQ^5 z*QnV6IzxG+Vda;PW@r_Fwsyv{^7U3*hxi|C8v`BytXnX_XE=?#rq~VW-``BjX}>7b z!kh!fqVX0HJtki})sm?Ef@^OaH)zNld;cN`+`Zrhhu#Lap$YxjB+tXlm|8BYmX0W% zE3)pCj}T@PKzDF>>%$XZ408}pU=G6W;C&{zm7uSyzwv@kq_6S$o~owFMkHH`cG=}K z=iOf$CJA2j(BH_Z=~w9kO{?6fmUjPjx(^wpK$ho==4sD(_oA$zFsq+h(05Ke!9=2v zDP^o(eRt<&#l~-*=DH`vD>ikpcUzvTO{**p46>sRY$VJkBrLsy%V=;(q3*2T0=-n` zV%os#La8v&ggp@9W`2=c%&)a-(BKy9{8GxKi5L$-yNT~7r(!FQVz&qOs29L))ibtc z%j~IGkUSws@{}4(T05xoF~l&Uhv#cH>)yerK+qG6w!^?Q4+QqLyHiW&;DF8&-pHH1 z1c)h1{xmH4nS7tfDu{tKt$lgc-R>Vsmeu}>th?OVXM0TASsd6$i)>uK2{}+Ng@rbe zth?ZhM__*ow zZPl$@pSCwIdDA-c3jpi3$&FXUT;3b|jeTx}u?ZJ`$mL__sZaxu813T`>p#qvd8@PpR5LZLvnvf&c~{oGwmk_wpM@nBV&#zFmK*!{bME@QV&$_9X3B7 zG`(LL-aG1ocyOkuw^r)fDYh4wW+O;#l?71X0T(ox*I9b}txncHTsZ7?FHerOga7?_n7kt+{ z=+nAc17A(CY&i&s#~(B|P{_ce>k1Tb>rV{Ig481WWTLNs3#-aeM0WcgYMhvGNFVtGC;ido zSUg3R(6_*OpuB(ekS-c-NVzr!41P6POYRqpB%3AHDYsFxgPp3K)wQ zO}R(MnK(i8mk#kB z7yddZ;Sdv7iVNCK?bG*I(4;n+#Gnx3tW{`@kLiM(QjpJnef-qp8D|g4_ zdVCSk*y+p^*+Sjwy#FN`eQjA$smH1{5Qt@DSkf?|)qceZ3_Y{>rR^XM)OeDs^&@LHOr6{|F>AJIyK zKGv}OR^^b39WM2zEqMj=BP1Z#Rs4Vj)w1kV>lQR`4<^lno_kj(h$@{1FC0)!~ z=wtVy-Vmba3J=kI;j?Bon&O&iPnHHwrmE2D`EP4PA+}m?-~BHU#IrNZrnPx0NV!W* zkJ8KkB_g@R0{WtnvT6nf4D@DJ-U&Y_Yox$c9;xbTt)IKGh`2*~8sm|ff%0=0ZSQ|x zJmFB12u2OsCi1Apzf?roy+3>{aI(zU)QGQKW)jwnfj~M<8_E}dRd{n`O>~52Pg~i_ zvxB;HV>Pv(1Z{UfPIs^>!lML_lw)Pl@c4(=VI}fSWBJY&t{Vlebru;EkDxHY#;NFAyKqi%w*C7g(l)kbnkmHH_UxZ{W9q(_)m$`Chm{~P2NLCS7j{L9H zu69pOFllGO%m@__jrd*rW{BE*zkOt&SP)ne1|ypZojDs;0g=WmyHdK&IQ=+NfB9Q4N{vYG3(Ljbi`mNHU z;a(v6dkR*)t%cF24Ib1OcqAgJ{hsj-dscBScRjX+T`qL19eE8d3&8rdAr-Jc`Il(1 z30nFjRm-=jo1moCLGbaOa7)Ls?sJVeu{nmQzYx;qn^3}^nkC2?xb^=ktCNG{mYERq z-OnqIVbR}7aMYQ?RzoYAW|3jf>Y1n&UX%#*)-{p#4nFabgPF$IH^myb&C4X6`w9Q8 z{0;O-FtwgFy|TMoXP3)BSSFSQSLOd{+e*GwlvO6F;k6)C%f^#``oHSyZ1BW_R&;1X z~HkitKXz0Fd)Xs@oq$c%q$+4GVrHZNPAAI>n>k+E7$pxR|IjD zHBOz{*03^-W;}^YQe#D&~}}%5pbJGWEjD za1q-j=*g$y(sWec`J{Q%O&!L?=D01U*~V_nce9<4denj@qxJ@5`*>3ORXNBMx6YJg_OVD-OBig9}p-EcM4*rKf-sno!lV;K@^A;GU-{Wv{&lf-50FmH7FW zJb%@01@ukYT21fLA9) z>K^LAMLf5ZKwiVFb{l4hmt3#>Z6&dhv!53OHLLAaQl~vYVabWfZa*=*Bn{xYO|CRk zG5_Hf;P53+4;iau2bUbISql{RFDdOyKLkX@EEL{hHS$cYPtND#p~VU%{~fvljJ(@wPyMRZ1Q%9!konNgH~NdpNg1kj5;!Y`h@I#CYH8}`6>oftz^8+dgP z{mfE`Irj5$0t$$L4ts$8>gUB7e>&M-_puuj_5XwYGWg{vJ@Zk(e)|H2;;u{d?(Q== zj$zSIK@DggQnXM5_u^wLO4f{V_l0N3xdWMx!MFYi$kyMEcmWh$VYAo8JCBgNv%o*s zE|nt5qNs(7^suHm5U>4;e5Ld3FmE$*|9PMCGt0b5`y!Yo4$62R@ZK9eIGW@gb4O|a zor2pC3XkAE=!~~KlEA+qf2eBk;oHLD;+;n7=V_X8RXN;l%bQf?)Oys9v24tuf;6Ocha`m{A9H#^)2#I6Tq!p)Jn`Pf$9dwaJdv`pk;4yq9+w z_mFEJ^W=Xx1o_)TbT4h~+}h-feFFF~j;zS563*Ox7rgg%Rd91|11R*jzWH72h0b_1 zW8Na_C=;;H83@7^fC;UeLQi1+V$7FnLy8>p~+qdRYzAm2?A+S%y_2y-By)Ju`i(l)f$j^zS z!u*F!Bh1XZzBaGUp0=6r(MUK`a%-huIv?~&KvX}nvF5kww|_qu@3zC2V&RbtfGI#Z zK`328GcR*cpqBWgIQop{Jlu=T(JF~4^HZqCY}m)wg;(UtDZC|cqW7=lC;(Wuh-^4& z3t8(N#IeUA)471LBYbDFcdRk8$2qBnrsA|hLB$A3zEyqMgzo4O8UHx4_@q#q<=d)3 z4QX#q_3&Xe$07GbO($A8KDHf#ObO*9{Dc1O)zc%6dL6Is*d~|NFkl%e5olkV)PM2d+&+A=hZ^sKSPBz0W+{GD+&?vs>O2i z&>iv@kDTCyq6UcON{2X($ws+S*K$u79N3wuuk`)y79ZG-RnC)h+eUrm&Ojx>`v0A1F za8Tn>4u)Hf&K1(VZJd6ME%V%W_KtZ~mJEb`;9MM1`}d;GbB+p=JN`kQ0nY5*B((d`3YOB>z#)$SSc(}EnP2$le*rYBgT zTv793%20}Zn|%N2<>--Y#3i=Hf!ZcN9G`DL=YI+D{(qt)63QV0&nasSsuQUqHP5xrCja-G2e| zH!*50b|n{2l2x3#?sfCVx&18Wg3v?P%z6CH8w?X1{NYP&k{5I!Yqwlhwq15Nx@`Hn z=i9bDKewD2DiyFrRyVpaOA`^|q>bHx!ye>WhrcWBSede_szO8|(al%3U^k9+302^Q zu*NgF$9k3e4;QN{Nru}&(4IDHyGNq)#7%NAw{(#SI*GF2y_cRl z%Bi5&)y$cDgENI!l*n{nXA|dstj4E;dt=JR&nm5NsVXke$1H;bXD3abU%*ltKNVlF+{0AMz`ORMOE|dWi=D>huRt)-~FXhFKf)ajjY_saR=V z2;+NOwkN3L-MFFUE)*u9^tw=at8-ozk74EbP8Ya4i}0C4gdO_xE(OgZnOW|d;O}|E3Pd!ip{=D zJ{7^Wn%PTLP*0f>``@h`i4AxaD(U+ z2b7e6w%H5mPQJ1$-hm1Iw$iQzO!r=c>b#}e)$xdb1#Z14v_&E8pHN7f}rC@xChXL`=-FvgM4zDc~X5D=pH-(MH@`AnF+ zoq)xzT=#3pJIINZ2C6^iixK98N0*5|kqICNDm!h~v)usn$GU)X7Ux7KKfsPJg{I9< zf=+N%dcKDWtjl=AO>S;7A)>ltutJRR_1Pr<+YwSSFq~9eqJ+jtV!3%xR3o?X#R`sV zIwI?t1$%<%Xdom;Hk;mR%+ZIG1@N5gwpm2MjG!vMqO)B3*!dC|3 z@nN!{a!}dcc}G%*%-)_-!^Zl~quEkpX8NZ~GZyQT0(6xF1>X{_T*S`gmWSiu-|EhGb(Wp^1Ly5=gJy zP)T26CJ7Paq5oU&`?$-|#h%mbN-XY^tj_vB&pDd?7ZIKoYxZ9;>k0BKykt=bAi8HS zPfZuWG%UP6wPajP$zeGPXKq9FW?rauPMW>@hxyA{+{%>Z zFYQkijO}si5i0CjOvkF-Uxs zN6h!#ud8KaCY|wEYANU1HgeTKHr&}T_~b>cB$zH&t&+NlDOj~|($2Pl)vt28|6s2l zj`DovOTI;M;S_Uw(dg^bGpZi?qPeDWJk~1k{t$%xNBk6MD}8ve0($(j(2YyF3I+Zl&<<5 zG(CVeHx5L7Sw0kc1hhU^Gd2K?ZYGx=K0 z*+0{^sV*rlubBJzV!6UAkTOW|_ciI)paf)JE6E5c{3W=NJ`@Cch!xG1M~U}82b^iJfC zs<8`(iyw@Yn2rF9vqbbh&2Gcu0+TCEhfgwMU#v6@%Zv0s@6_Pg4V`Jl*;>`4oq2je z6u-v(C!Q(aHyI0v3>P;?{PKkAfNuK~WuD-&)wr$lRbHK_mGU)Me5zpv-Q=u}be>5j z!~@QU@2Lybri)SKh1WzQ5`=&6%={URIN8^1xR^B-|3C53oXmI)$>e~5#=242I<=Em z@t|bT3VCA}M}09T^r9-H2f)r)`rBR|wo}s=hg~$J2saQWed@1{KkbY<*Y5560pm$6 z`QuT4<=t383MzkzF|)A3DNE3fmURW7%RQOdm7ni^6E1IqJ|XKC!~n zg{5j^`efOWs@I{$FSkO*BS-kk$BxTDwrtK`MuJsSQ+8)!)i_DFYqIKSfd9|VMvPls zMcJ!iL@fpuH0Hu2=Y*$meFe2)Sh1DKOUT+$EeFzK+?WuGxHXH~gM@D_c%#5YRw1p7 z=ZZtD7@|2gM3o!r-(@mISg+y%)9YB2gtphMzKv5!kcPxc2nF@H1WuO}<9Fbz%>+j6K>FYRl^Mk7xV9 zAW-?%@#1e4+H{{|c=U~IAJcOkw_%c7AGyk2k7?FA2QN9ch*N%8N{|mOx!032Y&F$u z3)cpU76&ByOo94WJ1(=3w%yj*;#MXsH83nFDJip&u<-nyvBBmQO)V{9m=p_Yz&Fn^ z`ak>7=iRMF`t5FJXGidAf6`BVog9rm#S`97QCEZ$A4H29dmRr9XrN@5?+(3qi*cTWDdzB0s)dYrZg4WGSj0$x9t2pNdo6~vNbT`=B2;sBItRPDKL z@)lF&fi)M5Jtnj~)qUSisl3X`3s~v5a;PBkV^MWM>R7TAM}4P@r;1`FqD1#g&tKiz zsNH$N-Tw5^MxyxP5x{YvClzH_@Cu_Z&Tu!im540Y`qm_(8 zPzj0U3oZ^qr1)UKgI@zTjiI_fHgDvL4#Fz0&mCpDo*dnTH2A*nW0C+M4n30=mzKAm zt0i3q_oG!aMY#zr?3@iXM*52#^Dm!Ca&E$9OaO~{bu(Iaw2rBTE~rSlr>^U=?pC#L zUL|gPvWfnwH!~!r6`eB7k53_u3Ix9MEK~YB>+E1FdK)ZC*|UVcU$|%{RjXUtxGE?6>aewb|V4f5gD5u*Ek8 zC)Bd|Z~B)PPTxxV_IGhtjQwpSO5wWr8HoEEl$6BCjpx2W2$9@6Nqrex%068yDNux1$7)15;xwfuo9@D)!Vy`=KRYW*d z9t5}Uo(#l1hB>n>3tZfD?2C5*OX30EzXt*q)myIPu3^Csaa-q zSfU|J?dI&93-R|*q+X3tAgk{pvpM}gDuw_|jGJCD5g+wsvfq*nNai3_Z<1gG;f7z1 zXLYrHA^*P*1rqI)%ZOIK#g$h|5&ldLK^L@0>3EilM|%rOsI~vXEU2K|rq{6nX`rPV zS$DYFXt`E-mA?@XoyrqZIq4!Za|xBKPt`wiLq6|j9q+4Q27`^olDf0=H}5W8jhKn& zFzA?zSO4fOaCF|zZNgwUZf*naH*hJea!|kgz(faguK^GP4R?w4CTPnKm4SC~CJK)* zR$H5y^5EMxmkv>87^g6l3Mt+`Tlybg=$@t zPcZSD4(8KI-?tj%S!W|?)SM<~0+!ZX@rd(AxFmwKawUg9(*GB=(+awUcq}D;xE8Z8 z{-##$}nR;PU`Nnee(9B6=wvE+hx#X|9wPa))l3iwa{K$KQfGUXZS-< z3k8DppDxJ0Q<)e`OSJaJ@ ztC-mGCHl&E<~0=qYzykig{4g{brZ&I9q@VG)u;&#y?s10QK`%g3`&! zdo=JDvnB9nX2G;9YQO|OHj30N{)ysqA{C`1B`Aec9?5Mkv0oOGm6c`n)-a>Ci0-XJ zmiKBfOFk}=Iy5mTnM)E{RuQ5O5o;>klhS)SG^_89S_~LEBNv|Bc|UjH`Ebz{=*%VT zle{>|Z#nn-Xx-;X=9S0|lYlZgbY+oS>(ksealy$CTpm>_$t-=T-%M7-HOfV7s(oE8 zZ)nk875JNzD?>tY*AE_QesQz*@qKzpsZW}FhH9YqtuC7%d2l`ZPDB2L-9_DFHOr16 z#=#pQqVzq}GuRv5RlOBwT-(+jC*Dn%K+>mek{iXdgdD4?jFN_F<|t74dAx_JgZZe- z&RZU#KkCl_KS0rZc~XY))DL}kGk8MW%mtXq5|E(JeioaQdz<{revz9qe6O1i6?e4L zVHAli%7zsnB>J4>yG}Nq(4S?@0zes<44M@XBos4b@@}>0+mUs!=q}^duuNi!mS!rs zD6x6}hfBR~kqI)>9jr4WP~$s2SzoEq&Jc(I*?)E{tJq%6)g!F*HLjFGk%b9lKDmoodJto_(g7MItz0lcfk%V#B zeLqoFrYJCi(rzUtJSHCKTfG8t zeN?dL7OJhW?Do^$E7@REWI&(VUC|tz!XdI>2fvA{In5+LtA3UoE~+6FLf!)lW}I{Z z@v|G+4ARG^{KA{;%dRGnU+_;~NpXUEJhF4*DRJhgYLnj&s@^)>=4oOsKHDuWjAtv( z^?-5^B~_j~k#*R)&s_Z~=b5XOm)-HZq03%-3Ys4WtdvkWu+Sh&#hv~KLpoS`(^IuO zN~$@Mln3-Z1scx7gQ!ZU4K7pBNd%LDVJf8 zBJXSJCapGeuXCd*azF4jT6Qq+%i|8SJ2=z){P%N(=ar)(lkK-AD+{2{*JKMX z=Hc)AslCnbN7Bn`;vXEs?K*X#=?YPPQYdh9>L6-lW2Hasa0o2)4rDOe$0*RPWOs$2s3 zOa4%ngV@v#pU6s@bJzlSfW|LBs+>lRKK(rmT03Gc$Wuj=03YwwmQ%LW@#?z zp0nqL^Sihb8T;8UAhF+WnWTrjv<>L6`Vzg^>-+a%YK-TsT^ItpzMT_q`b7n~wkp!# zRY}#FaJkCV4*%Cq3Ag_1a-b-%Fawi7ML|L*miZafT8vWou zL&C(v<&1n-r>){)OoaklCve@#{Yu<;?j0EQRf+Ewew|lgf0Y!aU6?4AT@> zS%9F`@zjzb(Y^R~M~EHh3J8hAaYQt9&(}muJ(rvb39{`;dial7fC*@uwFK)?d~$y& z-<~>R(H)2@@Jv?WM&sW&tPe@fI|NHQ>+Vq2;)ktZpee%9W2i)9IdY=JB7vy7y^@;( z$6UAHQwsk|+Iokk-X@hU-Zsd;f;|uD&mHI*`jhmK9R2rhWpO}JMYQwm`!Ym6|1Y=c zO>HqsQLAVE+uG5YAdr>d)rLLk-kCy>CHmC0N@qh3iYxcQL*j$GKdY2PFAfn+l;~Ow zcthOPnc3U!?k0zKX$s;U!Cs88X+n7nfO$`jc8c~r(6-Ny*EBBgiy9#AwC8t z3!ZrF!JP@JTW;H)CrOAUstLVgu-=P1Nq?t9X}P2VsXQ$d*id5z#dh~S)?solP8#>+ zPKw5;oi>YOi6&aH46kb9*i#+GY~-AHVjz7|IE7k~3M1rzR~@(n_coxOAHn%?^(yX4 zxdWE$=nX#9*g~Ifwb4#mMbP3Egwu){1h6wLvh14fThe{IgZ-czctWOus4Jjy{b9R# zO*^+-b7V%2;jF0U7SqXREfa87I7PWHh!ha+(@RjZ`2*%%}g}<)2h!s1=7dj<9;j!(+RQ=t?DQiIG~vS1X%-ko8N=1t$i%eawK}~ z@Q9O(T=zUG&`iLIw)UY=AQU8yY`8ULqT{G-rF2X+Ng4hq)z1@p+XBsLxsHoe0K&gU zniBJ|TGORtyxu5h3*h0{)o-wEkw<3*)W$Ch7aSi*_Z@g(y(zMFAtPep{WU7FVa#Ou z(Yc%>?Y^?xSS+dXkvs?$*+!_fff@lYUqilM3+l}%lNFR^z^~B%G%>9`Z}fC)|Bm%j zphij_NND?olE;3R*n_*DT;j@Rqo17Mb;=cL-ENSTM|?wyj2zG%20*rrs(=eRzi4Yk z?Vbb-tWWQ{S|2V^G!&%KSf}3${asjrQLe|_rFil`uRF)wlT&b&Ydr#gyGM&-b()*a zUu2x2nA0(=fhw>I442s$w)Nyew7SP#&1as&D^)LlQ%mE~Na5Yt`sSy_zFwt>Ph{6b z2C*~NA6DmbwkerMdwiG?IwoHEO%RTt+MnIOV}iZq-F#sHb`3>&<~6Iv|1Xe>$KN7i zUz&X(V0FCU2Gz=Lp~t-pO?baKiYi7q=;#g^y{nU(Pl}fnIe19(^7KP-Os@BJiaW=6 zRISWs#4z{bzyg9STZ)d=rlGkG&Sx_+L^y&KJHGlZM0Zj`|9ciSGCusd@ZyWpu@1Y{ z=RhnjDAf5|bkn#Ik~ERwXco@)wxvp+D53vMj%70IZcD{L@1%+jSvkd_Z3>qmtKT@5 z<_Kj3OPevD^;KKM^Zw@&98@XNJWn8tciaMEQ-@>!1TE8W8Y$R{Cz%P1kCH-lZ`!JT zxx8zo?)j}EoaDVg{MXvrtjvH=$(ly3s4T6?RCGV1SODBIp?2&z`7|lI#TXdA?mi+F zfSmn0hQA+;OzmX8TJY=-|7(n_%l^%W=6v2lj;9tTPH5#?g9(pck02#f$A)4SLEl|J zdE&k(of>g#eemO_kO1LW`A9Nipp@Jvk&QEw+~ET0@1`htai)1n{|r4^5zoD^zy zg-X3PXP0HPbo$-fkEY{3k>Uxb4{N@7;^qEyibG#~@dsfHnxilLA79@c)nwP~D^fyD zM5Sm50cj##UqeqoP*g;)g7l^+34~rlkQ$K=Do7AeRItzuNH3vElioXq4hc1Z05_cP zo^y}iI_LhCwIF$(*|TS6&z|y|pKsJ5L}m5pxBIW!a^EV4BC3|}gY$mt;Lk!Y2SmH; zEJ;Q>*#g)OLQeaq120w|P333|@A`%$1;_4erto-7;a|Y7Bm9V3+I_=(*!tTWziw~W zT<31?^7;OT7T$hTEoDdB^gOwtRkifE%E?#z^Iz?M*O~w3te~9@VEHUAGB5GdBO;Fxi5N3D zt572+4>LGv%QTj3;pkKMy3)nVIZ=A5KMWnXJyE%0#f_n7g> z$&@NsaeRNy#Gucd(hhlD>C###{+VdF?wMCDG$a-wacZqTvk^ zmPqNhU0w`W`*Z;IQ3<9Rw6ykw=$}`AWQAhFFmUTzUNu<;yhF{?vFi@Ip%2Qw46(U4 z4TU4p_~pU4w}Vl!WizCR+vnf*(L&T9)2buZ6-qC?KK<-Vx9aJe&OKmYv?`4&MGjnb z^zr@5a?fyM=$F(x|1yau))~o2#(c`b-+7}-ojS!oN)4efaH~Umq|#6dcOeDX!$0Jr zSXIhnJg5S+S}%L}4!GN^z_`^Bh4B7@*+crqh(X?Tdty0-GD_%pc))FCc>mAsCb|%u zo+?Cer|3$K%`cdI7sboWM#!oYmJGdJ^$qdgJGK}VBpxTMTqLM2qW?Ds z8>u2%TDIhlSJA0Q_`&DO<-}f%|)F=yR2S=J<7;j5PNrC!JVS zy_rOxi3G5QN5_bKdF8_LQDnf%_7v*)wYd4E)LVtTmcdOu&?ftDBOayK08SFN+VWpG zuV3t?^8FZ^HxIs3qWw7CwxG}J%sG6T-n;+A0yuos>DT|8se??2PndK{LAA{{ux;Oj zdt6u8#_^O}he-uP7ZFZF8Ge53%qr(J^rwAN^nI=eliED@w_FXl zcgQ8R%AOw2mHhi9gN1z>()lix2DjXmlGn&VSzuu>Sdchy>N1|cc-nA)KZJhHUydK6 z17+YkofzT$P8IyM+A-jS?5Q7^KW(`<9T_dh?&2B^$v$Z5zxMfV>NB0)3yK2>3+jE08(5Dl8-wRf<`QD7ndN-jBu2%8|1g=O>>R^IY%E8!o^Y)n-UGh2utxZTdMP>WggD5LynC4p(@|!In$kSzEbPA zPmG~nP;;UByFq75mnHSn!cHCjNmBIAjaAy69btqEbR;&y(fCA^wajuVmdJd8B7UW3GR0@sH%t=;)W~bJpHY$M^7xH5&PLn=AjFcH_v#h!7zgG~YU9rgh8CN)#->A;~1h-pu>azDN6mQq?j3`WV)@gM{D$`ZU|SRp3>DU9~rU?c|0_L-D)YY2~NKnKtQ$0Wyp2! z7WAk>HZ!yA!m2v93eIPc2@B5?#U0Z&rAr0z`;C)20$eY7SSoC;rL~(==j~+OqVyv4 z!4`3@&0BAyf@CV2wL0!p*=ldq2Vvat}L?;UBCk=%C#1A&aKhuB~stjGQYpRzwk)qFQ>v-aM7eQtGnOYrP9Ms zbt_l20t&P{G9v4)4L*We%dGtp zu#COpCfzNtkSSuvo5oIx8M_{eR9Y$X*)d|fy?dtf_Doy6ms3mkgy%-+{HOFf_3CS+E-4nNSx8GZD9=(4<6Q< zinu9!@-3EnKG>gt8f3AGWO~#=5$6hwjCN<0D9`9K1g8xf1?BR*W?870-`^B9PB0eu z&FDN`9V@7&|53==1zi)Mi)1zI4HJ;Yx$=g0TJBAL$mjC%h>KfzUAg&59c*SV+nim0 z%b24_5W{PkJ^Ol}zX+C{e|fHIwJ0MFjAeib=R3`O15GQR$27I%xNC^3s)^0*GF(S9 z@rCCKrue-h zbhY{y(3qO8fp$kjBPY}5bWf3x6&D7kuK7GC4%HgIY>e!|9jf#?B9w{{ShwIPw!CdMCb$9%Ay*v8I4=qh=0O3+NLg{japte z%^RmaTN>e24KW}+AE%olLIr-kQIrw*5`D>GdT?-;AKF+G7OQrxqe~W$=Hk&V)SYD6 zUWA!ftBgLCxsIc4Iq)W`3nJQ~^bq-cciF}q&keRdW`U2;?mPo!yphTaRwsJ$%4^ig zJmK@nAQf1L=OED(|3S_?alnt?*@M&0H({C70jjRZW!%a17lDARrdU&%zsEuzi9E*q4yH1uj1|(-{>`?(I)kkhdK??ZwqIMSe zFfC}proocnyTF31(sR+C>g1OYvKYV_maAF|by(m-sz<%Gl%E(NeWx;b;-e>%EEl>{ zmu(GUkFBU*_kj2kzy7|KIA5Xbm2zc_dAUgjg1M+!L%(jb_saP7>ZNHFVUuoN3V4so zvT*4ke%jJT-F(PVu1os+q`T|5^CN*?|hjmGO_X zw5;~3H3@lU!!D5Pa(hKcT;7Q;t~5s)GJ4+>UG_oPZR&eF)5}U9n+`ZmyEvbt^cuNQ z24G@Lew1g2RT93OUSMN29(?(N{2P1@)FZ(-s^QeOqiP5ihyuQofeSsWXt({i1*H)!=>cC!w8=nXbQ-+UBG#v328O7G;n9Q}3P&Z8_ zBs3(dJ>AafK;bKLf?SW^Rmj>$4&oJX_wn4m658~}5By#mjC{TQ^UX&UPP(&TG>{Rp zHt?#f38)wC%8wVq-K*AobkT$*y&eQ@Ary>^N?bxSPfo_Y{|p^lXqOBNIIl_0a4}lC z`6Vt=qh6xNjAbqS8e`Ii|O0-)4vc-ec*KIv4G}n zK2NR3Nk46Hh5+lODgCITB&X}|oII3(4{*3*G9Ng1ggZehtsfa~L2m_+9)Rt>m-Z?S zteR?*wP~p_H+LKG=sqXi=@j5_^XHJuA6H8}_uYD1gpCAPOR%X$ThD6vjLi$`4Pk`F zvbD(>%kMp`4D$wC&_lVRiMkEO+w0MF@NGw2`dy z?6#p)mm%-reo2k(7pp7!2(R;s)(AKy^d)VjG?N-^2r~V%Ji88pSl>fQ<|VOjcag;t zE7mQlt7`^aAZqR>T(klYsYc7)@w5@NuTyG~lL$2$r zJR4>~&|OqZrFcEfL@ZXd9Iz?aPt#CYG~RTG zOjcG_cUo^zOeZjN8TPpBbgImIUSKai&^a?2@7n+lm`|B#?|ecFf=t~hAAAP+*0NwD zP`$Tom-xXTD1;VuN%>ZrSyf$R7N7*^sQ9!3tJV_69<%ugDtuYUuabRK5+T0d_fPH*C|9Z!I$Rfm1S36=BswQZpHhkvmkw7IwaTfA~l88!hgQCc>0qD z^NjFnB*ixFa1)$)+N#k@YlmzkOXNhTQfa_0eJiViqUzdIY-2*LmEu-BmI}inlu}E# zflPqjyxp&ProimQcilml5XUa+e5vx6VAC4Tr#HsyPHl1)TC;fd+B)$*EjdO``Y!t+ zAs$(=YJtaT+|YA-&C>GYsoX!2zisQ+MBc-$8C2=Mx3X2tDrl|~uQrIkJzHb|#=3vR zDZ$X_9q}t+Y4)iX*877x(ohyXcbtGK_}J)GCl-nKFrmw~fN2@0RSET(zHABvMo4UR z4p;{2!@&CKFh`SwR%Iub;hWe>=^7%`qXDP)4pa8@9_k|L?(Y1B^l9}+j>7I@1uRyC z>Mfc6q1ySR0kgVeYQ=q1QQj3D2wb-eB6$O7FR{1qtY+wfqX5gPLw zp9CA!gj2m9P`I!T7)xOX4SC?Cu}+Fk>F*Q$0fFcj?SwZ3_Tf1wa0k*o#8sZTw!6gc zUA6H}z^U-p1JAgCdyAH;- z&Xf{h1Nxe)smnLOwLw?0J3%&<61o-8?J^I_<~M~>^i3gJEM*N0gf$6iuB+BbuZEK; zuT*XZ+biF$R^q=OCd4&V*+wSg_fMl41k!N0b(Jul~%sgZP$5B}{QmM3Qc?y~m zvf?vX9OLO`cF&D}XgH-P*-$|6Ex^*}w7bZ_Zd;gno<4mEJ`w#-7S0@G>u)e_nI3pR z<8lT{PB)oec+(DoE}aVV_idNrT(%Y)iMk|Q`%4A>Ti^+K%5EvRI!Y8|xV|u5X3}Qt zV=iT7zz?BnX*VXAjjDNU5Ok^yEr7>cK+8$`vuH2Ayn}4SFOWxn(?frmy_cT80`luW zvHq_{h2LPrK2I8^`D4TRpxNzXf=j%#n2Wyvv=)6P%Ci8fhhnvS+r~_kHp4a0+XH69 z7bm14&C1!*3WE$l7BhufxfY)bNrEhaT=ljW-g{n8_#t~XvbHf)mL>ALPBiP6>IVCb zAJ<2BLeFj z8!?)F30x3$@osmE%`mjubc0Sf9A2PWr)`@^pL#LKA!c&H=K|xv{(?K{_t_3?2VnL}x?o}8qvl4N@7S{G z8^(pa7;{{nX)R!2I_GSjlA?4+OFIBE2s!a%CQnc=H=$}aL8lXw!9QU;0oL4ImUugn z{w~;+!fN)|U^xR_+#T!eA*BOtYj_oXx_}k&Xlnr%RA9d-Gu|v(!pwZeM-4N5*^pXx ztjJ z`F1Fr&E!(3aQRZyWqfiOhazOv)#2}*_EIb=&UsY)(pQNabUAg!)1F*(+$=ew0b`0{ z1Y^ydXB<{&);7sd2l3;;Y^?u;PV*UeEk1Ik_SQ%Qe`1(uzP=Z~F-Oi-Ynw+=64!-G ze#;7T89UkBFloH0^^(G$#QJfJsiyKOKVqn{$Dk`l{I{dqLe}rj57%a&-Ajzk``Cp6 zex^cFdm(B3O#W2jwe!-oQF6Zh7R<|9nIm~s@0lV|CmTiQIprdKg zz!=RFf{rt&_1T93HEd7+5rDhrXpYzvyh+;cqrIK5C_+GA7{7{*WF-vN;DID9k6uGV zys!o2xAo}6OLM`Uc|fJJJAOn~sZR2$EWxG_{8*o{&F?m)m}^s`^(MCBznIwPVc|W- zUAI4bxvSKqB(79CT{0ewpV00zaiiW=N)xi@Mz!a3pc{W1=j6H0QX`=`(N~*=53P}b zo(&`Ssm;tDPC3ST4>z2bh|DbQOM{PSl_22W^}l zAw-M?o9b(;4Pqp zqj+-&aGL9=!5p9B>NC2@)%&d>=+PpD+QZs{h0;8HAYEQd+@?#8p~&;_GPBAr4Ekfyt;!B7pS^!n};-EqL`@HG8;oNkJT(jn*MuJV~o#L;rZQY_n zT&WvD@Gzcyg9(z99=*GhWTzACUOkEnM4S(Z6;dsv(;!M0;0w#YTXKEsLY#*LV2WM+ zHnA2%D2q^t#&ABZTLpQ2mGUrcpK4=!OC>J)rKj5k&E(&w(kTmi4yw%kH_=%_ALmUD zhC$!kwV{4ynZm$91uJ6c`0``#?au=6S;bIlL~PWl9qN!k$87Ukds9#&5s1*hDEvrP zZj{pYAU4g>-kGbsC&~8{4VP2QVtf|#t;*)zbYQYqfWKog+7bmJ^`d*TeiRT0XR__{ z?WMI8h$skm{6wweGP{qJ$P!}QV2m=y+Y%y7(PU>$r&wH=D>n5GyGjPO!5Gt!z}%Uv zoQ(w0rc2sK&TYW>2rpy>wa0DGPs*L<0(fSxXi1k|juDFJn=Xixy>@ZaERH{ewdD4# z+~^yYH)?EZRW2r?<#iEu&36-#@yL>(8@a&Sjl=c5dsh?QT!F$owZg1$sy^L#%U^07 z!&F{;UBfkIftC|#z@U@W_Jckb>pb_E9$0bYgwCnon>}mQt-hP9Y&HUNZ2bN9Hq37T zbqR(Szd_xra^-MGDB^h4=j{_Si~;vey6zMxeE?=db{kI1+9ZvU9lx7GF9_S5iSZ!{ z8*Wfa1WjT)0mJd|dNz7v3iIV$Wr_ZTpQJruasI{tx~u)tbH{yRE-}^wr->hA;?h05 zNv&-ow1dO^DPIk52xF^$NbZ94;lfW4)wL{$Q6rzTdZ69=ejzD_ZD$%A*EM~G?X9_& zNL_(y%}jj?#|o`-`Nfu>piOeNF5rIoqGrTQ1P7Q1oCL|Agn68RGalyZq-Edk9~=6Km?$bH-PTkjzpk<;K-k7ayhX!yn`& zKJ|K8U#0PbBfat5fD`+$YzJeU!iR&)Q;D)8KSogEML?F}D71E7b;z|h4Yv@H6Ib4x zwotxSX~m+@FcNMyzW#>mHrXDUI;3T+VhK~ze;T)AyK0+{*Zp|PC}pd+Tr%{3IovS-pYxYV@^GBvo`%^ z4iQ3(X^j&qunUTI2-QXr%3_s4INH2O6I$0(S^8taxK3`rxfRMtb$;#9hg!_*D^Ql@ zB6Jb~$EZ(Q&)Gu*Ypx!g7+Kc?Kvg0PVD@5Fig(4(^rs{-EmJ`GR<9| zTvSU7qntQ6fm^QZ%W)>q&*&kosxlQf z!VxRs+3gwip;=cmi{nghNx)X*8XGU8cbx7gnB2&v^l5%Ni;MvR5}xZmO`Y{qYdN*` zZq*~}anEv2X1%V%4R+wB?1H^nOZm3X(7e%e6eqH}0bfbVc8XSra=PG%<7)AUer=EY z+7mlI+Phv=LB|likwhOrZ@#U-vQ3X5n0Lf4 z-$n5*Io~3E>pe^W+HmR#^+%?QlZ9XwLf8{ddBb`DQ*m8M465=kWmk_zpfW1ELX_W) z5oJc|HOjXfIHj|F8fY?E;a3@!9Iq`#PYB5A?k4nVSAa_|Lsz^ATFkRsPa{4?L5B?-KZ zng0E)8s~rU1jc-4yKgusJ>@$+G|95r?@})FS6o8R7Af$~QxLX!4I6Z#YF%2$@7{hw zQiXkO>kdkjTK7rdSkt|R5H{8A3HRayNqK~YXWs*TxXSq80-}i5MQeXu;c)%&SXvk0 zKKLh#80Gpo{vej<3Yrd3*GF8pg{|}&zeM4Az8#5xm09WYrPLpnuR(^Q;y=F3(!Es; zG&?DsuuPseYrVtLqJxPGu3sB>aYczTE_5?$um{E-IXdXDo*a*48t_SHt5qMUaGEmV-q#*TutP@ zMUcTv9($o|we_TmCuN@#udWh50}pKI38)}H4VY#246Dd(pHn;*Sk2CA46^KR)D}s; zFkN6Z&AaB}{!^P?W9da%x0=r*qn`zfpf$@O_a89L@URfxhQtn@9eZ+HD! zxNlVL%x_%U3XzMhf~g|(a(govXw`eukU z;e9ohm@gdGNJ47{HP(+6%8za!-kGaYGkr9olC8LVt}Y9|0(`&P#kf|byDaBij-q`T zm4(*z8K?ES+*u2)P&tQ7U#`Vaf^!1x+Prlfl#leur(W!h)jt}UplqbFnMpR!&`w&M zxFqHJx|2p)^PLubx4Ys>kvIJVsLiVe_XCD6@E5ZVl4K%E6{KN})0;4kA>9*jUBv#F zLNs6&7d=|twiNWd(xv!q(Vh7Eksn1$TSKhOKDB3ROAWGM`%nELlJ-AW<(kXJ*n%D1 z2eqagqgYz?VE`I1&PqoYmh6E7V!MH`8fu~KUWkvL9E+AmHbuf zXCWm_3sPLMCu3FpM?ONrM1`GJZN8W|08IxhyvM4rS>AV0ID`iK3n!J@w>%72Q(aN-kQxz}n~Z4S*0YyZlk~;BgGETIh6j|ACzm)H zuPatdHI!`DZXnqbS5`iK46FY5RP16d>_%I7FzVc}|Fq@V6717^C$JaysKk+TGb59m zO+B?gbe7LqFX1RlzDNW+foG~YUW|*4{NpWhiOehpMsMd;rvq>(JN@J{T<*Bz2aDsL zgI{gxypgJqYs5(U@UVHa*{KQjTjw`D*fXWh0Pie@=#I7I7pcd)XHWb#JmnRg=)11x?xpo7P`4^LkDw=j;|%mZRSd*v-e+8&euDs~ zLB~D9rPLwLM!2&p)2DrB*sLg@w~Zt}TOTu4iR;?GIB$X2M0!78hn=y^pEIteMzj$P zTTbuU_L(m>Yhbj}4$W5IFXhKqBgX>0f>{?Eg4bl~l0kzlh?rf-jXTJDiAx-o!OLGPK8O>OVKNbSpNXkvgSTy|(e(Vc#NKO8?u3GT zB_ZziVwfudd%C!>wux=FEJWeaDsjLB&$BG#)vT0<9hjYZw&9hm#Q@J}*4TBrNvmb* zNPp=X7}pZ?8>)ee^wA+}qk0-iz$mJ9w_ZHV#LL0|=UF1o{;keRl0kj0ZBJ9VJn2US za)XO+k^B*mx)9o=ld`5w0@#7TzIf?=;>${Sy!O#ZWJY*)(XJPX!mJC zGEjPti(J9GGjnMx4-5k?s^WcauGKQ*(itU2CkJ_(aX!+wscbY(d)A zfefP@Fh~?GuBcH#j%PUIerDN#OL(rVFP`WLpE44s4Bhv~4>$IZK3HApSu68*%5@Tl z*|g-YDX8V2MKjmgIb#;#2XCxFVze0X3cn4zkg$U24)g35Tu+W_SNa!3|(aIQ!An5lbY9c~#{GFVx8 z$~}KWUt^hXW)ZlhC{H4bCf9|b9WOPG+(WN5D3>ZOwR>EA*{UcZbq33^h!TPAT|E!2 zEQ0X61VK_OC<1u51wW?=L0ChMxoz8T5k>Z8h2vF?8~HiRUjc1J+s{oe=8=x$nG2P! zW5){@*W@C28p4AN&%LTa<@-R6lNa@4yiTKW!NcFS^gqth#;@AFiPYIG=!{4xy+_+xC8V9y<_!z>lw>1IB^v?&B64tFb>Tn0JlVD0*xQQ8?g^ z%);w5XiJ$8pBdy|QPkQUS{r9N`DJMNUdR?H+PDjZuxI3!F3}ny@C-yV{c^a;Zh7qN zR^MrN=_x0SQ)A6Q$VeHq)8?Ejp}1xLwXtPs{f9uvFBm8l5?6n|oIorIsU}JtzOY)V zpZb+-|81l8tik~0yQ@04YkB{UeeRSAop_wD)A2N^wcQmPTBM}IuwnU!N7tgEq<|qe zt^JfdS_(wQCA&JL%uc36aHMTwjOoGpUGWQ6 zu=yTj0WZKaFY@?QS2ql4H<4^M3MgvqUq(h4SH!v$eK-~piw{*ya z*O_fVNJw-9CiIzIN3mjSE^yIh#pP65{(xZ&62t@ig2^NS@TxSYgSmI!<8D5SE3W~} zf=g?NijN^x!WX;e@&{Z@?}3iF$bN2s1akySAXG;$z&mzEwvZ<~fz-xr3(fuE-Q8;w zGnTRHX1P-+gUG2Wefi@0d9`ATjW9vwMq=Wg@Lh_`e_zS0DCkj@@MS#1G1+oNcxTBVaTve4f@hvHVq|#FA7#;VBN`XshT|7Xg#Os zZtZE(FrlMUk!0z&P`8A5=TrXGXAieCjLfqjse%J*x~96{XCHF*Og(5L_A1b*!UYpX zSO$t<0IcpG80h%FSS!gQWCW#80u&g@kp1Dju>yXFc0D@GaaJo7wG4AZ!z=#GJH04l zevO@tn>{;08JARLr)Kx*^#mxm^SZs+pO33YC4T^Zx0x`L1UyLg)z7xv`=B&#TN?fh znza3{=hBMIX)Y6WI@26{IuCZ=AD!K&xNXrLvfVW5{gjl?^Di=l?jDh`nE{Xs1p5QC zalH|l+l-Cp{?~uGk2{<^?yjYoSfN_{Uw=9}wb?`_pYPTH;4U<-^BZhi+%EIU|LsR1 zH8y%ROj|Eya!nY%RKT*GH>%^&2Ba4vb}{Nd7XM$*%3@*Uf&dzmOs(m%smzPgK^~$1 z^}m0yiJRe$?NlG`Cn5Tj0lkUZZjHeIr0ri{ILTN*^`?HchiV3PY#?AP=5dD}T|L}U z5WukLCj?oJ3_Ih)E95!zBBLp``cL{&8U*j8;PLjbFx9ZkGVP znn6CHf4^&)El4$El`Urq@}E!rkB1MsGe}r-Pv4V0YSGq<;$=$+2OALZ=pvdDYL7jVkrWF6cPhHa!bg_n|YM{Z%g4}@HNQ_OLNl-7@ZL= znYlsYS&Vsqw(-C7j4f#Fh$%yllbkF!QU*|@=Vjp8aPPn0Wq2Z)c`>aF%4}BH&z6{+6eu{j=`ga?EGxfgfaS%mtgK%V?1s|_5UZp3?a#vVpuUtw-yQf z5gsk$8>d3`=KtQH+@lRTD$ZbDJjF1Mkl1&zRB!G+#eZYk|8M`XJLTwca=0>z!N@eC z=BdATRtUskNBP)_GhVrh63tL4VUr%j-&F1}s2tzQ^|k@oJTrfj z>U>0MtHo-eZx4Q)0fW5g90wl%d)G7>NtLY*Mm~;l9)+W+;gC)xw9)^x90pC1@?}pq zNXpf|3}G7+QLgw~Kg+L8p6T>yBq_!Ewq0EH?erff)p03|R&2am8y%gMR92Nl0<)Vk zk|X~nVE@YG6Xo(D((Y2;M8ynbZP1*Ne8eLe1wwfP0j*}^7tuzs?=K4c{YL+n zHH>&}&mWh?=VkANj3A~EBSr(Nl+zlvWQSowyt&#v{^o2d_mPD&Gi=leh0@nh6I<7 zj5%*?msAHZgj^*266$XuKYdP-p~dW^7yqWkzAU8Ye(QoUp?`Dk-V27AqRpjO)8F-? z>5b^of?1l}!T&;Y#YTr2FneOtVB*Kjdj^3@_lYWh%M_SJzI?gR4sA5|KdY{bmgdf= zyTH(qQoQ(grEosdZ0Fx+|6RI{7|T^n=1THSTYr_c>{CSp{%@vZWMtgSJrO@@|36BX ze{hYE(GE*Lui9T!yL>qEr)mW-wIt2)8BK;hMFgwN{F`NfFx0-JwA~4|MoU{O^Jid2Iu}Ry4XN+%IEA`^7qU1UiO4%8}!b0vY-%DTv8j^gNXv)2kQIOA>=mi^0&o zt!8hid`(z0!H$t<(e4!N{?>p36+QQE?@)lr6|=!`YE3Y8^!@R*eg4l!&_VjQ0-JG| zX3~FX+vPmp_LJ3tdnJM8bpO^vOK&C>L}(pKhgxIV+ZABJYa+>EV0coN|X;+&={984=5R8z5|hP)MLh! zOpE|+mRHf&Ta%DZ(EToGCGBVI-p^>|0gUY>++H=kwOYtujMZ3W#_n1rhc zyRg%I3HaURVWj^C@!*z3sa9K^KyBm5zT%w?oY4Ck9uRiL*wXh;aD2!e_+xMzBDIwfi@-F-P}t-#NJf+dcK_4Rrxjq*HP_4~vYF3|oU8=-MBo;1B3S zWFnZ{$~Qa}*r7Uyg75br_6N#ghlPiza zQQP#N-BUj; zAMRBLa!a8vX$aD3jLlB?i7JF1OhKzqB2{}c$M*cIcl=wQ95)p73+ZiiZQwJO?Wv)Z zE#;1A?38wDl8{(e5tn26Z`FT(SUIpd3#tVTUYM2#uh*VM<9>IztI0MHEagab)x(S0zs7#BI6N{y=LB*WCWpiAiN1Z`ED2HGFZxz%t@q;t z3tZ#u#?OL~yT#4}PB0U}z@-xGl5IIajM~Cmy;olC&s}XcI?c}&8$I}BZG{)rydK`d zoJ8I3A0o-8$IYB#a<9p6PldM31s==_s2pj*bRiZy=Z$rs$Q|;706cTkeQqHuy9bRP zp3R4$hSX3Acr+hc*lVCF__6PqMwcZcq(O~Ul$uJ!bhm+$R|#Uo)uA{dCXh)yk3?N;o|trA0;leVCInktU!?L;7^9? z<({ZqfIYK=sOYD{eDKVvv@6{`O$d9*q)HeF9H&#$$`}#%XC-{?@{qmwL->po?!pX^ z>&BDi5^I~d{b3tgL^?Hs3k%$K8F-km2~|Z^B?zOUE3KED*vt<%4G%pc9{VK9OsTfj zb?Lp8xNee&6g#&^-{`c;??r3+h$XDiOzK{-(|Sy&+y`fjq5QVrghae5re5_n#18T$ zRz{pCCpRhx)Es*q(<3Qd6O%5 z7rzNSBF*1>8RC&2jCPf(nzbvCkQ_Q2KFzM69w}3S;>Qh79_O+X^A(3KCW)Csr-A(a zQA*VMryyrXjrHK|qcJ3r@af8cpQ(Kq+4&+zNw$0n zP`*UWgVuc1>?597V6?h1KrRWCnQFx!nvoU>W_6TO5HV*{RKROHT-U|LI-O$e73 zlRgS|zGsBwo&js7wGG4e-YfZnGIk!Iodnn#kKLb-4Btlg0Z@&5JI{OlEpaRj2 z1G27 z65;&%FFNIG4+IkXIW=0YS*pYhiQaPF@OqdkhMPZ17pSt2P#c)(14y36ob<=P;Roz? zf-j|A&%J4YEKiN=JQRGY;}N6Rc1~mVwED1`NZ4C{z&|P%XfHtZS+G)4B7&9}+al2O z>w&QafqMP>bQnZ~7^_KoD7O92TDMC|AYCNvGm4G1Iy0YCb>APRrkAg}$ z2AU@ZTz=#R?CUP83fBG_?j%*Qi5llWkX`4HMRhbDnX65=rz_+R^c17#yZXg`Y#7?z>Zdaph05I))LH94&SI@2E%TSi%yDiHYGU-&bK zN4CBI!&!|um_fk#y@9#($z$xyOV3xPqjSjlF%7xVJh16}^KqSbuKAa70FVk*Ui^_8 z26-X15~5kSwcS5r;Tv*mmtU-r;;-7FmxVdzuon{YMl%RRW1he!c*;6A6mIc|DRC+X z^nVzm`8=N&^bNysS6p(!lI4E}6qxK(thuoGG$xO1lnA?=6nG z0l(w`KV9-i&W*h5nB?j1A#>=j<^B|YefIgHc3f=w_K&O;6N1h@+iQ0g|J!Ao-TFyc zp4!&$UG5tC`N@tG1k zkdR0tIluM-jOj+>hi5&67jebZZ&TJbrsq$dC_F!vHFi#1@9xF$C^0j97%?aW6gZ_{ zOgZ^ZC+zCjae|T{$e&|S(`xE6E+joxyFQ2p;_Om2ACjw$%u@U$HA=qWhWgTeS%^sU8ELu`fGtKH2z2WC?*Qc6`zL}Sq8u3_Yg5ivI6hp(5pAB`w=!nA&MD-*IYnLqklA>Jol=HOCFGZ=pP40*;2CE26HZ&q>D%X-ofa1Q$d zCkqPL#VlTxs?HBFTvY_gLXu~(Rve01w(^DK+HOD5rpiiDEAqR5+K~$&Mb5)B)dS+N z`i$hvbe#F1vsH<0GJHC;%Eg_>tf0NhO**PMdQ=S49FUxxl-DBKS&?7TQQ4dkS@{6} z^PfDpLg2iPfE(X|xPCdYSjXJ;;HXJ3zP;17p?1mR#QtE1yb19NUZqDqukMPgSBA{U zB!>*eJ}OmAp}BPWY#ya?O5z^EEgjLiVqf}jQkwtWjb^>+`x;a=ZjE>P8Z0BsTM=gt zP8^aXm^-nF%!_lFjyc&~jTMw?#!Wx?=c0w{!Kv**ux9>G8F7P~9LFLvYvS7Yb~yFi zvl~R&Rf={0h<#4|W_WD!9_E!qTvWjHsq~+;BkQ@peJK4lmPe5w!g|Tv>^eC#C*)&; z?ab476KiVkuapD={5K^1buoX zLHtpEsLUDI;xM@<(M8ikd_aVjV3#!X+TS5Dc499P($#(}wK zk(BIMMp;EaA+Iq19ooiT2y%L3YG;At76dErGvHkW5h1IK_cR@{DnCs1W0qu#62<5C z^B`!8TCWr^cPE(!@s6rX^ZjNruw{wbYtG0qzSb3e+Xx`1Ca?eLon>24IWAsu(tuEn^y4%FoGU``+aBT_Y$o#zP& zcS~^RhWr|$)<<3*$|6#QUZroO&Mm8d1ZG!B*1pMlw*a^wd1JjmL_99xrT;)`bW`Q? zxeERiR#BHtf1+fq%MTbn{5h`*@K!?QvC~2@75h_fG`8G-ifs2k$JkXqrYObn7>dvy zCo<}wOGHi&Brs!GO2Z_``dG!FSk`ZHsW$8~JLHn&VUxkw5-;?_w#P(@_@daWG{tDW z#7Tp-4D#_tEXJ$o!4k5D?3&a-mIKnhnrPN zUdIz23s+ROKRP{<1@-u~EoO!mh;#>>DOk+3Gbu0rJj7-OQ`e2~FTRjVm|9ukpbb-s zc=_`$NvY<5m)MJK8ZoY4$Id>FM;5l!OG!@ND4rIM{fU;hYp+!pp63Vz+%GjaC;+xs z8jFMS%`mMkK=AUNSv`{)@U~tF&}}nOeL?*5rXD6Jb{rU^sO!^Wx5R1&xGk7(5mhiG zXx9z^Y}9bmJU)9~ORG+sd_QQW?go)ZP1^hW%p%;H!x-UV@A9iL(1j_U9J+0$_aymE zZ0Z)Vu0UJLm&pu=b*;UYEZtCKh8z4(EPx1sOQ=tQ1$DPIXxgKb0#dtYxfl&Ci6cK( z+w(-6d|I633u*5RsZ7^~t(g$$)IM^(9oFj~g~LeEgW>~51IF}q?!#Ys^j`^igC$nF zQm!ucG7kA~HJ9BCynjAczz+cu$@X@1x}8N)baaQ9yWowlrZ8iR>hPn)Fr zy=?w!X7s&{Em+;6mFwVew&hUHM>sIn&F+D)YEZRvdjlwZje>&#=6@p5OQmpDc3W$+-w4u&TDa~?2C&*gP+!lyPWaJGjBhx&tOf>?3 z7I74Ff=_F#>RU$JAuEOlL1=Ny25J9j<2F(0ZlXql#M=b8s*m}cn9?yb`0ozo#<$A< zhoVW%vO}J&i7J2zos|b!1 zYtuv+V&xMcPa<71w$^`hPjUzDPFI=}%A`vO7g-Y>5}*z-NpATt9lM9yu~x@kYTSya z8+|WGOa*R!!N-k@!OP2vBnjs!*1mBx?mx5L>$L$^9-c&z$LKxodWYFrp9XCj3dQz_ z4ebDohKkG@cXe0h9TxqeJ<}djG%n=0d|WF4ovn9?1|%+~GO}uQS#DwbiR+S_(BNg^ z39mP=D>QxEY=uIX5?g}y67(qTVxU;7CjFeP!otIc++x@VWb3VT=XH4&O{Ma2ln?sa zMo3E!q+Rc;fLfVjoeV(^*c7R;6L~E9vjR61_wOBinyhE2sJ$ zd+8O6?>F#+{s?a+fjYluT%O1Z9%01Wjy^-)+Id$m!GLb-grrpj8EtWi(QmgPzeg08I1C4%1{3q z?46~fWY0mRMll|-SyK!Hnd|Sqd|1ZY;(8?RW5?v&%Y)-bep+N$2Kn^ao2?2>;#!9? zX$fLWBliAj2lb>~!n&)6!CmX2*$)>1hW?8;kaSb7d+~B$Z_lNEo9(tQZ!U+p+Du*Y z^D;{?pZZox`0Q6o1TD&Z^>f^tztXrfN#t}qS5nL+)hA))AA^39!~T)VOsHQ^+BFGg zHLK}&TSd>5lF87DL;lXywE|PW4`~o=%w5c5j3BEf=^pJE8>FGp)Sg~U=m?V!xygFs zu1)OLd!GrPnObPOZRKs?0Udq8Iej8rv&!*rLfm#|8W&3V4Vx%|cIg!+PqnNCHFsA@ z-*Na{rC$%14_~hOq-mPqv&3%2Ahh$m^g`@9jjX9I_$0_s41xP;s^W zo8FI~tyZpxQGI_jb;s_NG4@S>RY2Q>m1Q|QJm~h(5)CZfytQ?8E9gD+TdG+nXZ?XA zzBk3>;4RHE*Bl>0NTV?kWLWG{Lk`<`ZMTcui!o4WM`3i9YsHv-p;L8%go~nng1?hI$^Gxagb0iq0us;PG ziiXtRx@E+^J>)DN_J9KeYrmjy0mLcqF}cND2r_oEnB(W#PEad^#>Oc2tV(NseHfxL zPz^=W5T4(XxemYe>NMjqfQi`mOV8h;!t=7Mv@Wh zq;FUO@G0KE|Cn4Ah48WefW6QB9@VAqxPHyA$OPa2`7)ePaTj)41v}d?K|mLdYVQ<3 z2j*Ouexu`+%4WWwt=MRP-?J{$s!{nQYS$3oDL1>(f_oyQGwCF{Xf7R(23K_C^qa6y z$G|%?Ix#~X|Eb$*L4m#fzI!7bjE#tzafI+FA7bmS+tBQ+Gyu$fZX1!}ZhN#<5PIV3 z-fdhuI8FIQU-Z|nw($l~(7AsIvvYt+4?Abzm>o%m_0U{8)SGk5&zZBHT0`biEhab9`={C1BTbHrw)( z++w|B*PY?^Q9PK`Selsk$L-AC&|G_0$O;=Y>AE;B)m+01A*y7!qBPijEFeThTuifJCR)HR(SMmEHy97|%-61i*O@9D<3TU?En*LHAjkh=8@1qef z;-6+Kd-><)k<#W-s16&0MXDi77KI#%T~>U7{>S;xHnrB5ST)=_`^6Eep$}Y%=-F{}fEDoC7HgD%wxDX<#=xsa@D1VMyl5Qm20r(I*)ZEf{^0cW`BlE5teQRO>#w=vL z;MG=|Fec`Zx=LVlEw43>FH5J=%f(uv+p?1m>`O6E$(3gJN2O=Si|rk!Sm8}4Z(Ljv zRj>YNEoMdXeFr0sacQi2`;gY9AGwHhPtM@WlvaV^sQdWNk}0v@QehOZVsY4J?QcYJN-lGzV1#nQ{4- zOJd3fEv1cw7O(ERcDs6<*@S#mkCO8>o9?TLU0a?z!HcwgX@LR%q0`3 z=;wfOlD~+jHl^3!Qvu&^BQ$r=mXkzvJ~yONIvX<{t&*2%i-ZflDB zV{nd{0oC2CHfwa4SJSGK{hwB6Tjp+;jLmxgMA^ik;z{(t_ML72e1R>Xa)-f(Q`UtOON+7(sm)xPvm zZr*KE2~!EqbSV^q(U87E#YPxW*Yq9V4uKZS54G1kdVOyg7uoD3?%#{ztdS*jTno`= z=bYZP! zd^^!9YPS{*i~kvJ9eC8#%L8ZSi6Yd@=X42#;J}K3A+;WoLQcvv)qb)D7{bM4N z4yMam%nLEa>?#5xeS-=}OXP06nRXAbT*f3O06n4YHYKznoi5*1x9x7blS=BL+RvT+ z2LeG>-4@6vNyWVp1+F`B0#c&jdHNTZj?C+IqeCL3ew(EbJ=M(OKi7H6o`WFjZwra`o$*jQRQHyEH$n( zy4m5GRYNRtiz8WQ*wQN(M9SlY)GirUntb8W5SQ#*_6=vkFPIi_cU#=fu`BDJ z(9S<$A(P~EN%HGkI~i)ik2_@U|9ns&XO;NDHMTF9REYRMBi$~|SZJecgh~jdshx zSpMfmAn;@}16t9SIAt$t@n0coCD-?U$eKCaO!@6rZAvLBZs88s3@cV1*~Q>WKPOjb`O;BW(;sn`KV> zI;0I98`Vp;s_#46N#$*g_gidAHpJRP#h+o{7CxVFQI zdV}bdozdX4m=gA%UF<7Xej|~9%lo6rCDnLIp=io9?WKHXipO@fheaEgO7lldgji|T zhOC=i5t#70Sy<=3yV{1xtF&DLzyX^+F&*D9bQ%^M{fjx$kF@dw^VJq<9q2>9gwJ)g{u=`9PiU|T*E!vW{Xn1x4INwY8a(G?kl{&q9&c4 zz7L5UNMp0bJZreVu>pWuU5;pLLLEmk#Ud`0#kP&EvO3qu5*_8-rdIPjTpZ=2dB9ff z*xecCCelozE^~l}nzSUdkHu6N!`~%xkFd^$L)q6rs6DI~Fw@tF%6SE-h(&_dl~W<8C*R&r6~>_tn9^|Jfi{}#vn!^P@I zEy)m4M5OHj>Fm{O%?j!H<=cOc)VzmhoC<>i1;pJRUc*1!BT0{H98<2~H6!#iT)Tx* z?Gyf6@cmL?DIe`gDf+WjPzqL??*F}bZNLi*P!X*!ReZLbqp&NqX4#mj?_9C|2YSCt z?riqd<~IN;xOb>N)lSbclZ|}1$rRE$`TJ^l08ZFcv0?oqv&B8;7c^czyogs=+AECi z7LIVa=~j)#McX#drrRZq<+Yr`kv%+asPwxm7z1=#M*Up+-x-{gsR)`$QHS}e=ww<_ zIfMSyI{$gN-|x;KDvc*K?WOIyju<1^-i8`vfEme z%;Tha4}wmY@t%HVti!|B^YN^i@u?2R#Vuqf-udMM9j&R%9Vfi{)9rF2goTi!d{N@4 z0=Nqc)!gjRyN7h?_yKAOIufjW@2;S|(R$D4vc`U-#2+sgUO$ ze|jKCj6_MV*{zl~PCZ{2k&i{$3sb*k)Vabp~Tum1cS{P&Oj zT#MIyuem(of-5ZoX7Lev$9$e0qI5sBaD_@dpWSYZilcW;^PC@zH?|i6ADBbORE7f(IUcgM1WH*E1hNz?eAX`G0h7&q<^Q!6wi3s6mlu7+fU)@jnV@PTI3;b^anBKP64$nChE|3w=1wfY-h{N++w_#uK> z;+e>N;Ow%v=_23JVLY#xH=Q{M)86zT<=?VXbJ=q_bXT}5CAN|nk)^!ria=D-Cws5H zS)VPx%X4WikPFdF`GCVNY+RV6OpsWFl=annlkYb* zJ9_Ax+}O;$n1xG~KKXv~pJ$NxihX+Xw4s7%&9IpmqZHT}cy*^_qd>&ZO*!dr&*Lif z=riiYfz><9A14aSAlEXu*B{+z!C_ zzqAaZO|$=d=&Y+_F(34=n0P>!8nwTp=7M5#PxWn2{8ZC$3h3_Cv0$>Ym_l*xL8krzq6&e5R^TRp3vM3@BWbJIprC; z@}n#&14_0~o#_B;lRhCDvSB)jy1t|DlcxW(aWKkF?$0o!!LP&g>BKUBW9>XUE2;a%4Q)D9(IK z9eZ2-_13-ZDvxS`WAtxZ&u_hw9a%l0CRz_S!`K%+{~dWQmS-{^i#)z{a-kP4oJP80 zVa$7z&XxWviO#C!RJi*Rgm-<0gVT`-AR5fDVD`h+lecQ?_~!j+@6{!zrZ}$D`@J!? zGxC0Trf-R@RwCI^(!BI`4^L5CrTtlGPW#hko?p@J{F(nmNbiZCSgDUbrz2eXt*gl$HcIj>sWCUK^ z`b4+abW09QPTbioWy?3r+4B{lptqx>z$NB=d|Bmt5xiiOn|3l%+@YVK=;9|&;MaPL` z(}u~Q4CmC_KH@{XBuGK&;v})lwFs(WgQ=XcP$9L4+3t>?$UJkZObi`Yx|+@z^p=%w z%jz7wN^6?N=g{mL{&O%QBdpA$q0KdL;i#t8X5mHe@3POH4cY1L(-|pV4vKyA-R6mt zYFX3lFw(MQRQVt706q}9Nvsz13sm;-J8Y-kFmj^quU(AfM5?Go2&tl6Mw3QUHeTR6PJd)wz5DBP~>oTf))zLkG z>$t)B9#;&akfJ~PX~%Gr)B#X}Xe?h~aXh$-dZ5mFHkZz(rJT@%M^-B}a7!MB*d=6k24_4q)A!>~vOU|pQV71XWOTXuxYYbu?eQ3r!`(kw9v-0bx-oLofPqgC>NIy#Ba=`RwGPg9}#B<0JZW=-o?=N^guP zS(8#GexFRV=BJ)>pW$2!1*m(8-dpHcjL3nKfK|_>_+}plq-UHkG-SIw#I4t$|L0Gz zdQNYKVv?Ikd(WRi>Y(v4suN>jiY=R&)K5+2B zpnnJ^(5)Yk1&5I*mpom_ZPxbKYw!CUp$+W_*t|!=fskX9CFy-Bs~6>&qn4z_Nn^v2 z9>}{R(oMNDWPdpRhEpMEetJg~;m0Rlc9%?klUG8jtZgdjM|oQz8qz-lqKOaTq%AmM zh(2{RxVomAs&o@hDIX5JgrrRF5u|p!qH8nM8zouC#H|AKxOEO#A9G-p`8D(9ft~db z=DI`rXAYO|u;-KBT|9KfzqCs)Odch&-L42Oa%e-|OOjL4c#s_cX?Bp$8b_^vuAy^d z^2GyL9|=7N9jCi14?!BKFIH^RN|p7M@_;u~8lv;aFjjMqgd7kY7<3oGyQ-)^S~cYOi&3#{_OC249p^QPsC=3v7kidO9Qg`lI# zX`J`Y1Y(?<&66Vl?R7sGjTon!w(aeog%eU2^qzu8BW)H7hvU zU?3Mq)&yZwdoJXnn(9AQ>`9*xmHYZ^XBK3`P(Y;UCyz<)Lw? z%Cxb`ju)6UJMISb&l>u!^nTl|+_T-@Yv$Y8i!WRrq`E7p2`89c+ZT5~F@FFK=&BBx zr2h5@d?j9+xtD*<_@FXd=Y03@iTd6pnBeL)JguH{R<8cFOG5iFJ)>l!q?EM!$%^#( zC;3CV#%;GzkD?B$p6Fi6bK_t_hTOraR+p%6@LO&@$F63S0Eh3M!BuL1BQCC~zzWcf z9)c6eKKD0A_SlU9g3p;Fc7<+W@Ps>yNgML~xjXQteKr8?BUwf{gpU#vnL zB7>TpS%2CsUr|U6YKVv5kpc;t@cYCJ9(l<)Uvc)RhNP(KAseM(_uFOq4u)x<>B3cM zvsXI&e`gZZOcY1f*$@G4wS=(iCcgnDiEL&F{wlv^ZQ^s2^ZbfW+DMBt; zX5_`EKTiNNA5n1#l>DcNMO1K^X|@%Y9yyKC{J7Ut&gnCU4QZ*GeoOV~H9i3-%ZPd7 z$%rlt5~qRu+v>dk;RlSba+cA>ldj*}NiKSMM=5fhW=iV&yx&n*t*fAu4M=i8 zG+s-NqYoUJEo7svh!tB`PC%?SdSA52OPJ)+7>)7C6O=5oWkuw0aR8~UT+NOfV$S8L z`OIHQtRV7zH2{9r%cDv=Gg{MF0iY4RmYRvw98cBg{bXuSvRmHi+?oP%dC{24WM1t} zeD3eGfNt>^^)RklwHG)$6q)`7TkzA2sppnvDN-?xA00=)5;^Q`F?u^3aQ0A4*jV#M0-UsZ>8~dak3lQ zP1zYT`4iPw==%v^>wf9{z*AJ4;9|bcvgM^dVck1YDAC>ImLk*@F%?~ES+pHZi|I1g z9}j^{nK`6qff@)RqmA9$?J!mgwI#^Ud^*wYtByUbc+0Ee#!E6g40qi*F>Gj+9@Xg4 z8ERFQSzGO{xK*1T{|P?>?Sj0oM;Ny-z2EuYrfq-U|R8jz5d8W zVaoJ?!qF%KmMs~KQ9h=m+*$woarX_a*?f8<`zj5_CP#RI38I`(Sgbxeu-1T0jwgP2 zL;vJ!{p@5un~zuY4AfaC6~kP(oU=Kx&$?GzL$RlG&fl^!RFifW@-~dZ38Bz8h3yD0xqj4#pS_NAYKrPN|Qo(2CA_^yyc)j!TX*=D8=vG-R6yKOL?S%{e!>NfT@=Xl+@qcK1E_pPL)RJj*Xn+QY?y0OxYGVYARna zMnAW$*3nHM(K0;|>tPt1I9K;S=E!TBLs9Y#6!CxO2|T%7aK5XKokm||*@y(aD%3l3`bhM~CXd(@=W>F-Cr&Qt{H&rSz}{Bhajqcy zs7v6s3s>-3&3G+8?Sos*y6$=z+Zt~lLY~^yuim`HaLF!$u{Dm)jL6jBeS- zYyG!Bs|MT44i5o5Yu*%}A9SF)3WcM ziTEbSz97ekP+h}GaK}EggrP!-n3Pqs6Ac!QhlMVPm#w%`sg$+CV5WSwBtQz#T4u8w)_4B9NIFG4A))hQVTeE zY%RXy_PMd#sf<4LNAejO!^%C89pq|0hsX0`SlG^-Lsp&Nle$lr7kT$G9#jKA3hB7T z^}McD&m(tnob_`!BP}rwonKryZKiZ5ohtex=WYH5PCnOj%($~tMsPIsaqFZy<%DiX z^C!Wnj^{s0n*+GP+ z*)_K<2A!EXEA|k(MU}G^=3kBn;U@l3!ZvMNfMM!Q>xxoc8ney+>t8h*{?-ZBJZSr- z7hV0orT^)lrxqFsL7Bwi>Ut|iTTSt^8kuWl}~TA|ah6ey+cTckLe~iDR|TFa8jHnGE+m0O5qUn+_!= z>1Uh%RQTRZhVV^|$ciK`x3KE0>;4w>^Fe$uJCbwi72GNQQeAdq zkoN9mlmc;CXlo4>8u%**&E-mB{7V?_R}1d@o9A}i)m%Qa-hU63Dyx9LI}C(6tGi8$ zByD^5`>C9i1T=87s#tGz8X8u*&=CDMQ`mHQyU6z?;H&VC0ZSOWk_HbMqF(4jS6E$MCm_LqQN5VLQN>?1qhTjt z$6(aB7dq9rZ(&vWaTlMho3j=G?dMeab$@iI#!ye|DsbiPS2C-^O`Pxjge#0L4BSK4 zt0HRb;L6uiW3F;dUE86HyAZR|td?zMbzM0z{!G}C*^4V^k{m1ZLY*{A|TIM z$94QW#SVbR%ka7wJ5@G&!Jhx81}Z4rk$gn`(n(z%TCzd)~cD z0Q$973EWBaHoc=xUg9$1P==>}{jOSbS|)CChb5}0hl#TmDoT1NhwgDZhAYdG#`6}I zKPtLabx$&dr6S#@Y(SD|;cARkO;@AHWsZ8+v-wGIsIut%iU~gj^4$ob@^y5wJwGpb z=+*3T#H{kC!Z(5gK|w+Bp%C@=Q4dx)r7K4Ie|kwVj@+|qsP{}FKYHswKe6#YaCq~< zH8Os~u{OpQr+o?)-Mb5iD|8!0XmiFz^uengUU06{q=VO@e!uESL9r zSXGL!*v)^P`&xB*$N>n43D^O@?cx@z7?7YBjTRj!dwwdg^KYV9f*H4x#LDw8BilAP zXxG6Vp&DRvugqDU+9?FM+kNE!Sm$LX zh<&?V6o+F&Qlct@1~v>9UN8D{JD+2uMbUFpNzy#`(Fd;9O(Us!Wqf85gl#zgSLc(I$R9QZ$G1sQ{CznAt1mCgrt<5YB%;j#NSG9HveO(?z? zV04+fs?bsj6J3oj@6`oB^`KGOzJFj|J^th6R!8Cf&7VO58wu*7GoRs<*EgkL$}A9x zZ`6TQTQ4rphStQQxFE_+(7budX|r!vVQCVz52(G=u6`N+f;V_0kyZt05S+B=qQi?( ztPtzO`NgyO-w*F^tMLQa9Q*)wsL{xCR9D9^&=;P_w@Y};3b>1?TU#?KIApp)3 zj!Z!s`x#`Qs$2C#EG*>-sC(ewWrrG6PV8{yq3l0egC_l5{=^Wdqcprf6(9~dqChV%W`vqOTZ`Rp(AcC)wh zT*BI9>3GTX9r{vy7=}E$uUvX!$Eq%H-tdPFn9%UWhmE+AiIsw4s1#F2*Y8Y&JE={VDlLwyeOVW3>cn73?$r%Rf1Jx4B`$0!9+vwe;=rKb{4XeCIxGUWv)3>#MQ zn?z(TT}6jdP%HB}&*O0Z;p|d!Z9V@ju&K1zM@CMP7*=^q5V6q<%yYUoV{XU$K51rI zZ(+BMyFA&OSm?Y~a`>8*7v3?1miH!GA|8 z)Bv&CzRJeX^=fXdwT1dOQH9ji;v-7>!vqJTUZ+?QTb$|0Ll7X8U&Vmo*^fW{Tq14%lnuVezq@1)}c9`ZM`fq z|Ni@6l^M+eAr>%Nt?2p_X6i#`Xi|f0lb}E{9>0D3Nm}Psxo$T2z!;$Mfrx;qLx0-q z!z(bwe!dQ~Kg3~pN$xVO5U+x4o+kjtHABj)ZvK@YCcw8p&-z(~SfzPjM-6W@%Fi#s zY}rp&?uItp1T3?z;l2o1S4A2jEp?!qBp-sheh~Q49$$lt=Y9AXa5c>jmHymDbd6k( zIQ_iOA1d*658^tPIMBUmS7fgD?1Xx?n01I{Ye?N*M;ct zuTBz^2?n>HndW1?neSD!vFvWjr{ScqY#-{P&3MB_dCcM&noH&d-cVlgbW1S`lX{`P zUD&gPzn0;bv@EBxQ3Q6a*OXSigp|bq6C7O<#m&b*{`JC!IOKo z9(N*IHnN*v8OWcRO9Zx$Xq2Vqe=W$)Z{wy$?)r|rA0UXU2W`08OA55Z1Bj8JCaQMa z>B0ZNHObOnW=44V50s?Nr|Cn3*9|;(E}qt5+Huv7!jPSEAv0jm76xQPR0Z4Ok_sKQ zB}Lp`8n?Zf^M#FH6VD>}lf{Ft>Lw%h_Mr(>f&x)t6}@+H(Nm8Vpi z-NCs1(H~G6mzqm-Zw6*_-UyV0C!zmag!hiUhEK(~qaXsRd*b+EEFe{o!~w!bFuvee1MeH62gA6jk_}IJ{8wjjQlBt#a0)lZAKL69%~!Jn z+|xa_4-3s)`Oy+l#pb`$v-{EwN+%ui281^H(wj_#2@c>YY9MLznFG^2xLwHK4}37> zo$ad_wKogo(Mg^2b?X00+Rcx@0eG^vSKA^1F_TFf$%qCQ6SztWT&Ve*&f@3BKqzze zYZWL@H@W4`GZ;7}e-j|5vhpL;kINZOU2ap*=Uf5#Vk*_{*u0q>Pd)CIG(70WE)LbF zEoyvG6`VI`<;dLLk^W2_EtDn8Nb}fW&$gWvX^%bWVEbr5$ab_qQRiiE1JGod1M5DW z=T1lV`R=R9p9e2P>R26XVhgFS1)p zeJtq2AnD@7?mr4!9cuL{;lilZL&9A<=?~1pN)<7F{Ts+%pGoH+_c0`si9SO`?BK10 z7j4AmEHHcFiX8(l575U&E2iYZZG2j!Qw1s0lxDK@c<@W42LC8`RAncpcA} zQ)g-OX2SD4%@G@sXFcJDL%plKOr>9m_TbwG)s?K~u(E+KzG-tyvB~xAs~e*4aVmvX z53MUd+Xyl58kPzO&;IMwT|~cApbAO338nJ2)jBqeq+082|EGm}nyfB(<0)!{mfq6h z<4YDXdTMo{Hyn0an66ou65n!tpm#Sfd9Leq`2~~1h2I2xa}z<#d;Y!O_ufq?^gvb0 zmi^gVFWhKw`OOH92+3zV_d7BcNxIZ{jv3r6j zq-vrA+_x_d#|vhosZwtLnFpPc1Zo_Hdtk+ zM*9t(Zimc|r*nCrQpW53?3o;)Ji9aEJLIO7yd$^ax@zfo@bs5}3Z?12WTtoj3{8JR zt7S#LD;jt+aJ#pgb#hP=>{S@liHz)C37n=$-xWo326Z?t;AJUFZ?47&tPMYn9TV($ zQ|p!55%el2g7HM^i}VLhsU;+*%2!7x{Lm>~vuNveX z_a?w!@TwNBcH;O6cKZChU+u6RY12$*o)s3im_YxkyVX|4q;RTvq=Y~75Aef34c@?@ zo7uOB7qF;|d_(T-U#*$4upA6A2RA|K&5I7Xc zk1apVZ4u-h;CF_fKk-tF_LDgq7X-mxJFOJ(yw-f>>0#kEWssUM&Gkl_n()oULh~b! z>fT+ak-W2<%2G#kPncr;Ui>QWvz}l6Jzs9bWfat)G#e10{o84_?Va6V$-jA&mx*)a zRE}j6V`k6eL@o~G4D}CSe*dm2OxCX=w3Ap>sN>G|#c6Dis^oceBp?m#Rkt6!hmMiQ zz2^j~YWL6=lzo)De-aK{o(T?Y9k!^}xs;B&60ca!hfvBRB+py_zy#D_YH!=(fqx%6 zm5fXdqc7{_2xSN#TnhrfcFVg0JL$Q{@6GVSIe1$)pOm~Kt&k%Jme+M>J?tcHe84ij8#I7!3E@ua zPTg1pG}~AdHr$}*#H;D2_RRZbT|!`VLEXn(WK$}5rbF8{aZA%G=j*6i{rmj(8DVGz z+jVIrF<@jRS?a1dXck~c=QsF?^%_H!fdHAJd^Kzy?<*{<$nub>a6pxb@wyaU;c}VZ zOFEYf)7;aDWE*5*#khzi+>}7kcJO026Z=hE&{;0NaVW~XLnkv&Rvs-p@?o8Gd zW#M#*u$+SqtbEBKhnb3@)KXlbK}KSN4c#>uXk_sA?Rx;0B)4?*hA7nBpP;&cASCmA zAgF#J*#Wd9PujbbL1F@s_TKt)rB)8^8M&E}!H*toJTxnz;~Ok=vj_iRXE=wa?^?ly);kr1bFo_f_-#Zmno&iL`5zOI|-o z{b{U@h~a<)-{x6DYGEKq*Oo6Jv-+j}HT&NJ_C^96)ydu)OQJ#LvEJEo_Kt3`akr(k zdwKz6EOcfQgDLoUz8SO29zd)v(`>)Ht%~I%2ZbrClV6-8UpLLWimuQrvRw}yX(=Cl z2PHfYA~YlSGKJ9OZrU0)>2zXb-7$3OmO}G@K+o?`Die>*6bDKDcwQU;vBQ?OJ-c?5 zUXEK5>k5n)L8X}gdmv*oooIXzUSHkTbaeen-T_fHe7kS5Qyu@|hfsX;imc9ocS+1} znX{3GzD37dPkwwF#{?mQmzIU!tB@4s5rcO7AFlDnB+V>cI^VR$!wa{Wkb(8^7kjT5 zT`Ob`o-EzwZvF-mJ&6md7S~%_o+s}L7LrzkK$EkNkj!9$KVjDCb>g0S$RAN_;ggCt z2%k;+XFAU&*_v017S#k`>)%1A8Y7=AmhIab3PjM~3oA)In>`@}4r!FQqrdTs5bo^5 z%tt@P&k5e5rHA{kb+|XJBd&*JD*g{fLW@R!^)nR=FHox6E5qoxdAqd5(*t8F=|p=t z9Y-3v%Qy$aHU(?h3K1+y2G_L5RG(5w7ca|)p@KH@tjQFMPIb3zrzFbOti&aao|p8z z@;B_H%S1d zac_6{!Nr4q|G!DY2pF(3mb65tsB0XA-!S5?iGV%py=@%a!zo?&yhBQ0f#GYx8&+7n zNY*MA43*m1RqFe+>J|! zDIt2KKEk$ami}y=_#t+Jj?XF|A09W!9rD!CRbvTy39nJ|DYgxl6uP1qQSK_)SO*tC zALu3d7BJH8@cg_pj)kqJj3nB9+#MBkss&VPlM{lZaX@2=rpDe5LfKo!je~;m-q#j>C#F-| zc)82^Y59Jhd(hzzu*JEzWG>NF@f>-j6-S>6xoMjYR`BLhVbw)^8L>5Ss- z>D*7fm=exreHAIn{m@SR)p+*J2i)A92EZvu#|wS<@tF7|4!=FKyxbF>a|+DH8{)>i zpK5*cE6^Bg;I(+eF3j+}(FgZSIakQ2<@J1;z4?HHH>ucxzLy-4O2>jse`_7_NwcEW zIxI@8sUqC9uGPU4rermzSho}*sb9{FmWbu|EY)jmeIsMKHT$UzgaEe=PNAlvB(OC} z+d@wV?7t;zY9~Bgx{M+b0K2Y*!4!xU%ROjBr8doYNeB*7H$hjxSspbPYB=?)rDmIt2wB3_jeBz?4sCK+oM><29@=W+fEg z5Ne%8ZTUH9;Ztt>!q_;QX!BL%>Jz%twKt4HEh=S2v(uQ;lc#5h(qr;LHvKOAWq?%N4>oI0|p)V|1!lm1Dv=v)_D;IPRx7g2rNbt#3V zzf%k!5t(V`jjtco%0|@|Om$86`ExML{>aFWGoO|C$^+0OvU#^d-1ZnzGBL?SHp;h1 zwP#h*tS#tHanW*Nl6%r}7FBxl^nXAxjxXd^#=n(E2moz(2aHq3nXbzy6E~iyR5<&T zJ9@tqLZ{0?5(g*zhRLboA=?`q`Z_5^gQ+O%@k_AMw^@bX z{GRvgq_VZhlIkcy`K9F2AbnvaMRFwAw*!{FS^Bb|m_%IeK#vD#EER@!y+*RIpsp-x zY^Dd93B3t|QxE5>T8^aC0(4#F{y|G(pjDNg4)Bm z658@Mmt<0-V!f?9ddR3(=5Eoo=hXXR={1z0yCOkddO?nYh+y9bSXEzJ16hGg&2d`DJc*}e)-bN9{m@N%O8M|j%xK9Qq$Gq9VI;x9_Dp- zN0_1tXjB&!LvF}T?H&oGC`V%u?qL11^Iy_(x8FgzjQ&c;Ed&Qo&@!v)8b8TbDt<{; zKZOleWaYsw|EIL;8Uh!Yc)+cyp>~RAJ-7YVBnM`v7^10s(K<{^ zpYs%OgbW;}xV+~p7cDQ3&`e`)wlB^bbSWIN2?`vJ#FBJqxzCz3b@#+#wfMJz$%%;ehQ5bp+Vm9R z9=TB}Ls=p{4GeuDn)$m#vJon&oFPep9)@MldujJ15-ZmAO?OZ)yC=y2EyJ94fFk%N zD8X|;cIKK&gCBqeRZFM9Rni8k*oW-rDry#D2#F!M`L|1PtVK(S(uiwvB6|TAZYkTyKR z>+2VsoBQ9RIs6D}{&pRp4dWM6Tir)Q7Y~i=zT+*Q&Zo||VwK*!4(?|L?gP4{ttRMq z5?B%FDokk&LDsJUR5Q@~;{NLu?!3)v^DF-vI!_byO&OIKOJFw|rRxGM{{T5BB?uav zJjyAWUG;3s&947P*?C7bwKaiWnlvR8rAP@S2r3=vkcfx@sa8O`AgF+VK!^}R2N4KO z0i`M;DAIciCDcpry(7IO2ogeocev}7&-?E8)_VUQ4ku^No|(PR?3wu;an5k+-Ng9m zD(@>gVeD9|qN4n+S^uO%UVNwbczGHoGp7^=(PX~C6VZvB)7wgZsG`0*F1X7 zs3VOAdiL=|Apb&fC;>kczoLgeW)Sh3ZT)Rc&9T$ZE3pBz0qy?)MFnl^Kn`d&gwv6v z-H^13R(Yhkd!HubWmY}%?DWfTWvfr6`%{yV!+fc%PgI5PExy|3FEnqB)zg_5cAj{0 z{(c2s0G)%sLahII9{)vXY9&T;b$QC7{o${2nn}6Z)$Ocu{Bzp7zLsJH3kyd1ACXi> zuKtmG{)OJ{P3(?qZ=ybnA71PjCMadQVQ*VzRu-LiRtyKZe9A(exmML5*)!i|GzDUW zbFO5W?-66ZHA)hisMt3$b1S#3|Khp346VKddP%AT4a_SX2`;>_-#~FLAq#We7I+^C z!cKPUCwemaz!C+_mOF*JuD6!tQ6GPeomo0aMs(3DQDRZXrp?B5Ed?@<7M_IyRbW05 zp&)GO5U3kzd^oA%2vPrOB&AlQlI?$$|Dz!fTx!=<7)KYtdX?>_-#rd#!?Pn2IGN8P zX*yeyqVrLR=`n>e3iFQf^?o?YLT`qnR* zm&Ru2K(wb%k?_z^wr#u1glk)#+_x!=ar;vDO0QkxTqDdmbN_&Ovb2@OQbH2&eV2X{P`T4ZE?O^l|y)xAjSRA za@Rp#>X;OL+sux#CZhvp-Z{uzM?Q`*&t0gRuuCYG+I5eLGIh7^+2$=>xQ{ZKha77a ziAgN&W+qrv;e#0Y$Uj2wlUJ!SfShy%nMA5Bu5g3hzN;3rVVlbF1?iHo^pP@ST%yHp zeQWZf3L%K&VD&wEZ8SiyiK=QTju=gYB}X{FP8^t~x~SUqGog0lDI;`llyhsKofG+n z0%hr|8L|2)O4kMW9*A@1O$$^u;H%;aRVx=zj)6@%3T7_pWG&Ksi-u; zQ`|C@KngnzOkm(YaNmCOeJ;7*$pUi15SMcnpYZ@a!7;j+@kX@?$pF63Fx#b>VYeg; zhRRg|{qSq#DY<0kDQiuUeL++srgru$_ws?%Oj9UmL>@J{o^19;OsiJ8CRwOVh{N)J zf?C|rp0yDD)gQTm7E@#In1&L*&~D z;g0BWDY1-e;>eb{)nxVeQrxh*L#wjzpVFYgY{ln z#MuD)32ii5c?WK&r()zK(xWzewL^%k;5jh6xnd5EF?D?1Ip+7{C`t9vE?m#{=SB(( z64308a}~EdHu!ll*>Sw6&;~IWznx=~W`55&1#{G?p?pEI$;>rSav<1ZGYH7BmU@@` z`_2Vabtq`6bk39MuX855HO?mu5h)=;z)Rn>(u#)P#gLF6KG&L4LxU09y|!qdkl7V0viwoEdO z-W3W*VD%!>PLyq|U-_yf=BbQXyYhrnq_lyqc})=5kduLOomLDzmqQ(d%~l>s_YK-p z5$m-H&_u*|Vol5X9OdQqbWn9{S7pZUEfs~|j28HSpHnlJ%VxXKn9J9=B0fZnTwDTH z#QR~N7ZA6nTtS{B{zDxZf_A_RSp?jqsP?-$jV1ijWIr@ z>f@YAJqzn>XKIqyTM@RZ5!8&DPp)dSa5ql()bvJL>OjS-+|_r3>zXxuH=7uY3xmCv zLXlSXJ@e;ePy7TXejXyVUQC4=g@?EjGZAZ%-?Yw^c!KhAx+v;Y>$a$_DeQ$s^}CK2 zjjY@1$OBYJ90pVg_pN$CWiuM@H~)=DDPm@oyV9}UmcHUVy}UdxCU%jt+L^}|yP|{L z;C{CM8Dxmd{jM6pX!jGw4;C`M6gqgU?G#@#8Ltv8cmtI@p)2fo&?NjB3b4s=*1#%cSa#)M(~S+lPlVTB&=_<3kP8-zzJ z!qUptsXV0vUt+AAMtVuOT=@fWM|`R1>*gjwo2|n#@y@1m`*SZs=^qK-Sqk>P^Xn#f z#8!6cZrH`KwC#&=yv>YWZ!=M0sgAR$BceRww-6pySx%gI1=mZdF791?-iNNdTc|3@ z^cT3aQWjdPP6dLE&hlHr6daH>avZGrg7)EOeVFo?!0)F}q-lp0EiG~Y{BrJ`r}2(G z+DR>tLzP8$jPdr`M-B{eEvtah@*&8Q+@2BXaGcLMQMz#VGb*_5D(XES^tr1+=XHDD zLzy)B0y&Xc3Pu{H`D?n(OXN$i{W0AcRx=;#?G=Bf>G_8s;SG(md*jABrJlQ2IJhvZ z+J>uFT9tR`uVz^#dk9HYq(HSl(YGd!KUEA5YMu#N6l+s6fUsW+gDlUAZpo@H_ua0) z&ZQ@{uWMzCdX>EZ$-6kRw%1peb(A?EZ~}ZuyKl8U*QHCWAB^ME6_ar>0tW|%aXyt~ zE77K7Yv`oR6Hn$@2V)9u*=ozTKC3kkzq`+L81pi;{n73NbECvKC;sn#zeXKO#SvB31f@MHFI`4inj09$*+6XzdC@tldl-y-rEY z#N3{{n=!~URGPk{%UK0dv`ujcBjIe9@@E{fdAey!=H8`X3^viVwkqBx=;D_C#x_jcSm6?_?k z4D#5ifZl=DoH;0jA%0oi4RE%=4R?Q6Hr{<4f5J*bdz|&=JXuy1|3tFP#Xy~G1lxO3 zhFzlLKG^J@*HjF3CANa|*Lb2X5u6;7pS;911l}O+=s5`0AyVruD$HF#FTFt{-v}dL zX5Hbm&x0@2ERnEkA-_zRvT(#^}pj8U^9Rt=o;E`eeEtH$$GNtZ=YF~7GK zGIJp_kf2O@dQUdSZr+7LDMj1~zLnjPqMLFf@uU%Chcc-Z;=ys)t#ej`U|5Gj|7#J1 zr*)KLKLJijh|r<$P#_mL#6j^5En1fw&A#_0zma}xF4K4Pd!RIw_yLST5A;srZ}b_n zyAghpZn!@pK1SPb;kq>PyxN&3i6}QdJG}e3`<$U_e59g;P>MR~^Y@b&TsXEjRlPYY zpwWq+-efE(qJ*`v&-1#ezEQsyhvZswwH%a^T$-~IDKskHim!zWZN4M%j;*s1VCWBN zq(R8cg*dgEJ3mUoCOM3nSdqUxmg(}4SH}y(Q|^Xci73`o878R4MFHWhBv4um{n`h| znm(uhq>{+8_-h;X+{(e||0jEeN1dAQpbegf-VyPAb>JL___djSJlS(J+47O+FG+1D zv7_sMqIW8~S@4&FjCgBW@Tb|m2k+@mC?}b|8+o7_Ua=0YPwEPtGQ|Ejtz`sE4auI4 z{A~{2?G1&xAG{Z$|GuAnbg2=NJp%US)ca37hhhnxmZ1;9Ab|7>Xe`U!p#&y4pBwte z?~k6Pp#N^Efp>F{OMe+SS@I7m6FnvC1MrcKA<*f(^`&adM*7Qtf5Ob|>4}pl*Z=a2 zxb!XRVe5YYN~(ajJ1WN(cPl#}3=KG%Ru%rwFaeRexSamo+nj!F0Vr&YJ1!e~!}+7^gE5$1Op>cG~*IvGet``V{B)=l`J4oTp?R8n{&#C z&e1k3SARMF53&+91^v}3fPpMWzoyU3_w_&Z@*Jh90KfXt3LI7i$*v=Y*HyUA9K7+h z$^JU`r@Z8Ww}I`%ME!W_vu>JyS$*nk<@0}#px6Kv1Rvu=jZV=qz#a6BIQRdw40Wq( z)WBtiyyvQajI_Yv^s-zd&i9{p1J5J%hCV8<-E=ZK#gLT%FBd!bZ_@w>nY-klbKK1m zosI@FdCU-o;1go2v+DGJ)6+FtDBgeQv_t3+BzuBi!Rb$RLIl)9vQ_*&68{uzvIHRe zQ+`^`#LV&U;y|w|e*L;X6(msOMgR%BU+e4x`(5aGy$hSfj8T)^#GhBE+|EB6%S(g`QizTJ@G{sTg$C=RHH zn)v9~fj>1e53o;w__GbnuJ2DH^wS0FC7pZ!<_dsUKP3x!lvhtV0VW{drZ@5DyQT0O z26&BBPkZb&i9lT!qyZ89y8!^RTrR1S{a?Hp>)@%P=2XudZ2{6}3kqHR^MxM)lBv3A zHh}zdc1P%vfzqT7rZqL7?Zy~j2&4ZngxNtrMyF`Ip;N@lP+aQnm;0VXu(1fMc*9_1-ClX$_#%&HVd#fjdg` zeKyx7-Fkr4NQ4eF@TUgmGK;F029i$EJly*!z<%IgSJO2IfE4(Y)`NA>DLSd_PYYF1 z2h@DcsLo5<5MV}$IRE!GdF_Tuk1DBVX|LK}0_@w}we)fOa zv=DH)TOgIMfU0 zl^@XcVyMFv%j2Jx*w`=V8Gzg6ItGdS+u{I1%1No$$>B_$7vQKXA=$CI%Rr-ylQPnx z!SUkIn0;C;sk4XNxzN50s9Ig#-@LKCQ@ntVCF+8$>h5cRT6T?o2L?c+a*qK#)9dGl zA4h8JDiwVHmZReLQ}6yjT;bIzY1IRBqdL>GvcvpQ+ApQFV$$h;cBtzmqWG!NFMwod zwpfh2@(l$vfG+m}ETh(I+k2*(bc%fwR`=+syfuhff4!ViP69Y%8w)DAr<|?|uT>q( zDo6?`Pb7PMEcku;`0Mv=*q!(JWLr!f=e1;kAY z&FX%NJDZRs-@{jWOzcxiAsdMIFajIQHKxY)_LC?qp0UoQZ-$Ce*Xn7)C2iI@nrZ+m zWng^T^V}4Xx~Zs>zM*)k8+-l3;P&n;pYbg5vV+r~$($Y?_x5wajObYG#Qsb*cfBP~ z#sb?wUA^58~~X8dw5=eVc2i zWWHBjQ8U1zAdcOzFfL3Ay@p=L9y4$Q#U%U2NU#dRk&D*yS4+hbhM>B_mA0{Fx%b^j z9OS1Hdf;~Z)P}jNTkbvqv_6lK8uCs{@Tq#jmpfYGMZBBYcfO02A=FLHgmu{+v;!7f zD~)I%T8IbYlW!M`no2UHOP%-IN=InLrr8~QqBCr};K!RJaRp3U+Qifrf)R5{l&hQ7 z@ujIfT>vo!3EB14)c1Bi^G*r>h~*9&J|#jzN`&ns(S&fL)7B`BaPP3hl;>p!r*Ohd z3)Y_`S?Gf7qeZ_3fI~a^GxZByp<3!Gaxg*O_aMQy((4qEIH}Ugk4_PV3G3JLYhGzTsBH;=8y8LhcHyuu%giOYIm|i)FI;O+DzIr0+pT0&P(yj;tgEILW;TsRhwf_THJzva~TIulUV8qH|FOMMn#d_Cvn_F2dwPS8kfR8piP2LD6 zv)hN4FP>3?BQS>AiDfMXZKgFWuOT4B176|w>DOuz)OEGBwVHOL_4E?E@5Hpf&Wf_! z1lURw2^sP(@3QNepsewtHB;5gYTK1HZ$GK+OmCginrMn0aTbmgA`6A|T%+xQ)GFl7 znd8m=x|A3D#Gs&YCKA9Wg#Ad}uUQsX=1l7(Dvb}7*&v{LJ@fv?;{xlutlCYi^{f{> zgvZ$*DX!S`4WG4WQ>$25on$K2RNJrwpuQ5@TV=?F1t_?NriO|i>a?O z^U4;bMO5nx@Bix1fLE{UENkH5lgQpczLJ&Sr(7^b%%Wz&XSQ>jH*yp>W)pqomaQ}D zbqROEjKYW_$!g4rGeo4E)|^}3SbS}aa?^f z2-wDb_FBIFzm|1exZmuc_dCkObkQ?{>i1@gt_fNfohfDh#=*a5B-S?VtI8IZ$9|u} ztkJ%Zy@1Azk?NkLb;PVO>jF;$eHp9S(PKw5(=YhoN{4Xi8tZ)HH{xwbCHS7FWv%99 zV}?ah5QKS54+ah#f8RJ$8k7OCT6GaWE>sLjqZvIA2WX<2h@E9qOblWj`8^B#1mslu z2^{dPxeoG1eC`^TY={v*F%L?JFE~@l^Qg;T37D&E&roq?l zFN9tCc(}G&?pQrzF<858tftV28+D+>Bcjof~VUFLT?rC4cZmUn@I$Y>j` z-a~r{oV?lSz3HEf!gTK5DhLX#atUT+bsh=ZB+59Z;PgAw%Q=Vca)T~Ckx8{~WD>0# z;`mBd^Tu&$V}@dA>P~ms;m(KdH+Tq_`bmcqI$2c5vh-^dRLTIlJ0r;N%x>fiF*3Z3 zos02VSX368KJdo!ku=2vzhdL;@=?YLr0NOaP+?$tUg2~4!a175)xqpE;b(kORN}=B zj7KQH=@*o1G0tM}H^sF`ce+dNTRrnHt1wP94FcFYqs;-1g=H0{sJmgeWH{jsamm?D ze~q&9fhP(-VToS&iad5g?NOBf+*zTbhD;i^vo4<)byt&}zr)8rvx@DlaxLw(a?epn zV%Pm~`d_Eyk0JtTCsQ24+n&XQ_#An2c6=pr4kQ!$RsY6PYB}y_&ZH1g`3voBP2j0sK z5Uv-nEP3r_N#srxyNXo-hD&vcc{j&Pd&Djh=^{#>9dXZ<( zM+Aikh0LZ_)S5M7j|r-i&&*2Q*|ix1f;0;Gvjac4!5KwZSA?b6?}SU#>X60Sw7hK< zK1U5dMvCbcl$=?Ks&hbIWd|`v6OuD9?S`f@#FYys1?>Sq^CEVBdG`_>!5Bo(e2Ig1 zpTfxw;ftmruj9&j=Vfb6v|@B*>Y~o=kEJ4;ke%l$0(J_K1m2|QRywhX>F z7NbPJ?lJSI4z1_xv-jf`twRhuAGks}tpj@+ytvE#^ zJS#CMU(bsg zh8bd05hNC#kFi{Xk zNRA7(G%eYCD7b0;)0lFIbG#`nmql#M+8IV)xRL~0Vmrnf_7gEnY-(+}E9-0wWKb;X z+fRKUzT|pDczF&)yBnZj0!d}{NbKc)-!w}hTeZ9O1M$XE5H-t01@{t^kL6i7DN3ky zd``=OXt*y8-58O6A~M2idh2EI)UGtx4I1KC&gYO;R@y1SvZv%=~u%OG#72@ukwvI8JUKMJ1~mLv?!a*ns$~9)Il^< zk#on=Nwb9%i6{?-r{Re(kDlMj#xTQw{06B6JII~ zl6D#zDlL(QqTL76_;wdX5GDh;(((FPgjP<}jVG&MEq>LDHj1QMXTI8gRj`b%$vxCp z^ldgmH3v{Am1>MP_sE?D2%s^xH(aFHXIMccrUr(>#DZR012>SiBf$?W!yfPnN**#M z75ID6r@KKl6w*k<6jM$e!_s|=tF=XYjk|uw(dA0hc~|N#hc{Z5wwE7VoUhxM=ktmF zh4;vV@y>nez3)3ZXO9gZ8h@VOYa+mAIV^wJKsjgAiFfJTa-2g0=N`|xOct)l^BUT2fEg_*ugktoY1$sod&`o<%uK_l zzH(ab&pH^8&i_>lNv#&XU3l~b?y^V23e& zt8zhmlFGe$=8R+g2WO6r6~*NdEvg&!{qSX}CDX-t_g*>Q4$sF{)>+*?7k-nnEk{@+ zn_fxBf-F;4w zH)=~TvyF4qN=4ng8&Gi0<&y7cJoum}eoCjPeu~KYswig}-aW(}XKuxfC4I_U&9CUr zU-7fbn)V^pYx{#>alKl8t4_L3dk;%YVXcxgFL_i;U9aC><{cWKm9*(=H^#KQ%G>=O zYa@SsTAkT<_XdAu2<&wuZd91C2(&U_*=TR0wbB<^MxD)TQ+j0(Hv0usdr&G=C&XCu zej^FA)*(TR*7R`=E)uF z-;Eqtm)DPnN49P>$JHns9M{4S8#X{@dV=bQa>jJ0YEP`9D`%U8zoc7qS8FLk1!b$H zkIm}6C?Qo`Jxj;kw7-&to`R2fFa{#-Z``hDOhd|J&}$oaqBTvcD_aWI{l{00C4Qd- z<)ge&J@YBpDgOP`jZ5jvM5H54>xL@P+)k&ru6rKFg6Q=Rd00Z`Sb*z`J&fix|8r*r4-|yk5=F~&s zY$(&?Rtr5hKe*XKf>Ro)mSblZVSICqGPzH zhu+CcQ$WbK`R@N_D`I_6_2Jrd;2?CW#6ypXrZ1QJp$aHK_^nRhee$OXU?8@xpyL*~ zPy$R^Js3Cvb(jQ(ZELVi#<4)%zuu>Rmna^hWu{8(?Ni%4fWpq}c-S^&O|82KC%8E! z4}_xDh*8kB(N4}?dP_Knah%sZfWeeo#PVp!(#H(!fzRZwj4o`~99he|svewkEOI$} zjoD|8150jEyhH!pyG1(nGpN(h828=5V?DF1MO9jTh_(lKgC`;zYP)v~7pl)8F8Knx zqw~FAJ4!?S+BYV$1N?#>oVk8wNMQ`Z;eE&$NH6@srH5KN?8UD(IP}%)Plw}i6nPSDB|xN4mb$PaOrv!}U3`h1)}MaKr$N2($y^aG1N`Hn|6S7x752f= z`T$yA8>LGl#I4e3&ER)t$8Y8;!@z)#sK7Y>7xM%9Yt^z51l`A=hFIUWEOKxv&!Ne4fN;GN&WYlUV z>scK9WhBx5&`Ez;R9bPn<`=u}jwE(IIn_2DoU+2&@V;hiq^DNOH8qdSFqdI~xVPL8 zpk@{ExTe%Za@|Jq{Qk*x*lx4U6ua$B;TPkxa7*LsbrLD-75KD9I8hL%&(I zVtugZiWGwrA(tp}{Ey+6w+#533AyK+UeT(Rn_ z%_86DaQ?{Q?O$>Y;Gq_u<8Yu?TV%(}SO(;Ljqc~l$0IuOS3&LG&q%}0N5fAY(YGa!pPG4bN1@tz5h%DCY%tGD zIq0>|xYPY@s3QSR7O$BqZku;7LzM>hdFigyL>b}E`Eo8~!Cpn0aVxx@JFijG7Dj8r zGjcHZE%GyH1E{5Wb}UAfJP%5JG7Eg`?7wn8X-L5y=#yG8TejV2Q4fFIAXCPqp^!Ol z=JQ`*f3=#&HJ|l|ywB|tu|X08lvHN3^u4_nv~TYS><_!Pq(zXDlE(M^&Pv)&k`#N& zTBPa-`{5Ti`Z>ye2&@7{8TR02As3#F7)c2)lQf_?3y8W>D04v>Ke0+f3}}bQq|)Lptrl6 zshu;e@Sa9!MrL<9!`q(WBDHWF`o%5$Cxus$)Jzn5R(EHG+8D(G*c#z}1D4!i5W_~S zRy%XDxGH7Tq07ZDyL|~=!-4VAhT)aXe+k;_HWO3x#5s@5=#?VfoLD{_jtR}+5#ljS zR9@_;1Kn_souBZv6bBI17cgr<%;8#zf0#ovWqsCOAV}3Z!;+Cj%-jJCL);)02bV40 z=#HVK^%*N5a2JQt_(ZOAuPp8uaEwm$2$}Te)8~q0yUUchM%tLYd)b|nA@pOEiqHC+ z-ZE04C<|t>E-(5zI2Vo5fvFD3rB*qvr+PWXQ5Yn~cBnZqr!Xs(YRi|!=w^qfx%rgd zP0qPbaS?!r=8Qw0LLfAVC^GOB^RNy1#gUJ!Ffi$D9*KDS^#nyU~Zv)LS3iA^G zl%u^EZBaM7o~405s>(mC(&R(h8?>@MAV!N!wLO7eV}fBUuzNZ=nx z+S=7~{@q{B$w0Ngqd=a76F)66VWkjhHFS3F(r5XEv&XMXs0r@$`kx2ZrwyD0>V_{)H24*;@Cyt1puRAfq_a3ub5R)7GwVJ+7k~E9_f97@ zJH?QS9%ZJ3vBUOrMGMk%Ab~faex&j88v*rLUK&-3Bp%Wzy(kc8pWWW)7k@dz-gnRd zLgNK}!7=n3?fOi|8mF<2jTkR#TCdfS&yTAy<5#V})HdD*N>k0d55z1eYc-jMTbgl| z84iQw}u(t?lENuZiA-aLXDLq)JM;3)Zr~ z+N^9cXmtZ)+s%QC`ypEQSI-I;w$w?z*`T`3M}DXk>C$)Bd1Nh;k^5D>deUMzEbXb0 z(=PlVl!kLP19Maq=i2sHYqG+&mA<~ug&hYCcKWy8J;)Z>cugN`w484f&Y2kEtoYJx zp&++XheMM$HO0nWY%kKlv(T;f{K?H&v#RGaM=me(vS25D!#*@E3}U=7ubolyhK;c4 z@e8s=9ta#xjkEEi?$$RENi=5Bns(vVcoBul$JWJP%uBo*0|JEK0IPCe##e1|i47Uk zHENp~SQwcVIoi2&piiuy`5Nw!D0IZ^_-@GoInQyMBv458b^h%=OSsGrHs0NV)EeT` z0kXWW1m9By&TwuzP|bm4L}~K?sR1s$U}WanOgJc(zzwAs1bBI@B)6zF=spqFa=F}6 zO6Pr#TUm*6llLngQwKo=@583|y zvM!`sR*>{!o}23Ev;nP5SVFkaZfF#}dq7Y+rI7!<+30LRPX0tXL(0%BlVwV}tMv_! z{Q7SftXbY&>xdGkh90}QTl#4B_8X;NwHEakm@8;?ZXKV$cDl%8CF2uli-9UbS ze&ps8-F?CRJq;ADw2-IW=^SGMEo`I!;e;+sF~1K&LR|}HM?GFmh7e;bTWQJ4ls>;C zcd9~!!4L!NDCcUNK|?H=6f6l9J;`({b8EsSicY31Xh>9DGV1J2Reb}VO#yTFRE#$z zNM=BpM&f_Wt*1(l(J|S^`6=$Wp(gL|;tVY58O(iwgKXbI7}N+(I>>#ZN-T1ae((fS zRO{MqW7dl2S2&7Dab7Mb@?+I~n-#YPD6nHUQyeN9nZA<0qcLOJPwZ4j2trZEc`;wk z#(;xA$OCM;sx-ZoCyuHmcMY6_>dKxlm@GJ?#)LXSzRwl8D>s9yNNDOGK7ZLeDs!1q zieYwyU&RD>kMBCiHCw+EgPw=b9;jKRv;E9cNYm?aWW{1yhC?JT3=9s4qj|?h)i&Fg z&0tMiB+h}m+(-R!n+pbZUT;jsaVDnF=S-yRld&H3Z<&@x6b=TYh0qOt?Gls!n?0~` zTPj|A?aC(T1P@Yp>RRi#%#CHg-(dFY>1Vn#m(MOEwodO~|qX#r&N)GcS18&oQ&w5VH4H0Ds z$TN-Bap$oXsHc~b3Nazm@Ib{!8L)XN<%&c4XEdzSBE+@El|;gwi(+v(97Ltofkw+S zmWi7yQBx7%qdu@&H?IV{SP@>hh^~p93pzi37wE(PiCwdbV|FfJN4zT71n#72Onh)g z0`I9>c7lI+Gb7jQRS?ic=UbG6&9# zlN=_PPkyC$cXyk*&v6zyqiqR7p2ot?=n1tw_nU-!p(~A-8PIQ1-RVHY`u<4{ors>S z(p7)0TEzTaqVkKt@?Wf?U{gVvxg0&^>=BI9L2Mc3EuuyG_O07!gXNinl$kM6^-LA> zSut(a8N4obQT{TP_m}Le_4U-72xveP+XJ&~@iBtBH3;q#nUiwMlt)@WxVBB`wOk0+ zqN9 z>^#jDUdZ$~mm+EMNBb?4h23D#9eHWZwDD-!BL@vM;NApb<`Egr`L*BNa-W66p)b3I zq{oi{=e*)S%39XqHpl^z$K@}0fp=bHtO(`d;c0)7rvZ|St4}IRibDuVVnEu+0eRWu3vP1M)q4S{~+7vc7L*|cHHoN?$DQwl_H~+_Mc?uj#{!j z?_|Wq}gy<^Sy^{tdAIrk6R+K0cq1OFtLMbFQW7*S(5<1WekuRquh z2z_TI7l`21jZe8k&|MkNIenzr_`FdSj+*^mp$F_M~6)Y|!e$=BxJ8fm-dN>`=Q#q~Nx(&7cfiP^Y@OYIrGoOEc zYV>@c$l+XY{u2QINVc>@5pI&Q-C(+do|crWP}Ey4>n6{;Wx|Y(s~_^n>fT-g`^8~y zg^|hF-PWuDpl5Oe5YbdP^E~PDxnm*Nj!;L>p$kI`2cG&$o#aZ=Nx7XlaM?P(sjQz|hQ(Ksmv zKdkr)kbd0rm_W*Rb_U;fURdEJ4D0uOg+`iNDM+XiYZU_|xdlOXd1HFMZrXS4&o$}i z#U+W2<1ACqQUw)zE`iP}Pe_0FSw}0Ptt;lh+5@i-VUoeVZWE&}jckQJ;h!D$rWP1& zJGWOJs*2mqMy@bufXlsHf^#(=`>NEn_}M6P3t6mP7vH#VHY>_#eToob|!1V(^jES(7`|6-rz##)R)TRT!`_VWcBD>qkp<@Ru za<)9nEr^$5@P!o}c41RRJ5x~9_+^EpHCjvf-h80Leu=P%dGa;e)q!-xwN)#g!u#ID ziZcI2Iq4b$O(`i@``V`)5~S_ZPm(%dkpX*eOXFTvRe*VVz*D&p)Q;wsn8B@~-r&Y#dbYRyZX5By^E1l$8&b2IBw)fx} zYeO?!DEo{pL54+_M?LC3BVU^uTjOVbW|G=q?a|bE*ub18l`thGD()e;feHln{tI^%-}@QTMlR;E@QO@``> z(=-nj3fO9XaMf5$^?}bH_+VJ0Fwp)EAGF#Ckh!0B0GE zueOc@8BD~_9&jiPg#927+=Ryml+3-z05@hS!=1!05V;tG?}q2tggf|H=SXgh;gsg< z7K0KXXSLU+?1dJdrKz$j50d|S6bssn$XJ0(sJ4Bp3stVVM*iuJFg*BrvJ(QU`;w+9 zmuwc7OOx`$z1?zdK6yr|e`X#&9GfVGYpwJgs13}GYPws8E(`0yj|}!rE1N4^^^JX^pfY3| zyK$!;ZxoSxy|s<&c#iq&_{xIv)SU+hj6X(i2!Ia@5>jsNx6M7nECiaVNT%X6c&k?? zP(Txh$N}XW`VS(W*vKrg<&9kcS1ja!c#?&X{c$z6h6W;=vs;Php#HzEhD+;fE^bit zGkqtn&$W&23debbqS`8eQY)*Me$x{631(Bw)5aoTE%P z=VBW;{LZQ;X?|#I!5sJHBPY;^=+>wbR8I!((IT^oDyh>)V5mz@vodqCpnKoe%bB_= z{bm>Ld-e8FE^3J^Q=%xsddV#GApy+bppl0(b$jW7p$-)A-uYrmvoNYuyt_ePykmh# zsP|%1E9Ih>+Ozc;&czoEC5EPpn9aJtE4^E9fB$BCy{#2%Dx+x^PU$25WX<}vgyxfb z_z+$(=DJ(%>eiW&=2R$&8hoRsFX$P&d`%ODW%6#{i1KPyfusqF;;U~113c{TbO$HC zu>Z7f@oV5`-*75Z9G|4jB}?waa%AZ&Ug-Bg0v}(h+8Hn6wJR10du!ce#~Z~x(A0C$ z6zs%b?Jd%el*|39$|~X-lvoX{Zw{kAGQCN`@5{Q+UxAW7vwlO39F}gr-RTor- z+R0qDM6YLPgY<3ZaV`Cz_cx*&jHQG*prkksXRj{?#CZz0V_|8Jpvuanp-eq?Hygao zLiCKWZPC|yW3|_9-N)pIwUwGo=uhXz4uq%1n1W?fNjuzLb92@qP+%>0<4`4DG_wj% z_}xM;yG(kxJvusHCB1R|m#2I4MI$k?k2>h0@5)Vuq6H`2R|4`OZmqitd3ymHu}Ciy zN&E!|{7x08`OdfCIqhRk(AL}16kclsk)np?m?M0PEbMYV!NGx!m}3;}O*T(s-Q8Ny ze5rcD2iG^QwcK)XFqs9QA8nC0TFdTNYl5Ug z!w6>|BwN7s2E3)jt;wXuXf5VJ2L%L#93#Y&8Skveb*NFaeA(UH%=ru^H-OF5 z=I9M7zMGD`<~h*to)Pnf9(Gc(fJLl8c!-gFncmxeo45?kyYu$sS|3&3 zO~d|%fQ3tTws-FsjMy#s-E5G&Oq)AbFEc>qhwOyv{vx zhuOV|-1=`0MbA2-+SK)(nrP@{9MuXw71Xm~^Def3X^QZHY-dx;@szZ3*u_4wxn!!A zwz6VY%B~mwkxD@lRQ8OiKIW zjH;I|Lc8Y%5)b0BEdys)M-rQ92i)>8s-E+;W z);~qt5+ed4qVDR+v*l~Q5R`jvjhS~YO1w^--bU}6ZXNKdLn;`&V0-srrKHoaXy#VI z5z8dChH(k^4WqqX31R}|J3Jux%)?%nm+Ci3>BxE(Xu$bt8b!FVN>Lzz+HzFIXxC|j zU3^c=<=*hbg-M=vNHl#ks~}uHhKJ{RL$?UeQkG^6%p`I3y)N|fWvVnk?x_PN%g>>R zCHa1kop|yV@5Btv*PL7D&&~$~_p8zP(i?n{U@$no7FJYDu31)d)_!^T%+l9qmgj4M zNLnyU42NWyyL(znd&icPh%C=ae)ksdH1u~#;GGtf@PWR^u1kM+zU@W%7Jhr|{dogg z8KLDn#1{rHK_JIP)igT}TZK#7y%Ei22xkLG)g8NooCk3HEP-T7vmZ;rZRJIH+aox9N}d`S?@*MLpnEyw`IJ{fe4zmR zCDb`CeLe+t$8c5n6U4^&!+pF|h!9ulz}I=cI|@!0lw-K_`OdAjl&>XC;e(ROwuF}7 zlIGQm>R;A6$>jbI_TDoZuJ8RDo*A7my6C+`FVPtzT112-LZT-m1ks5ydPMI@bOsTU z2!aUFJBdz|5Iu}Oqj&fA`OT8i`$P27Su$p; z>8A(Y+cK=3e==Bi7-TyUBrC94kMpqYquX9JewSJUquVgB9I*pp(*zDns%k|1zSHT1 z8d*r(FMal1vR|c=P)aSaYT?H8%NgK{3qGSw!u*xSOdbT6+*bIWm)kRHvlpUwUe zASu1BwD&pA%%9roy^?hRzR9N4wiLSw$+aC5vC^k5K_qhlSju67D~JcKFZf+AS)I(7 zW6AUo>lx(OcD(_%_dm>6oBHakD^f@ry%Kcl6!sG2QsC=Kr4ez;@HAoZM2)BvvDC&N z1*{9=GAQAdleRC9RD)RMGZl?f;{8j9Zt1^FXpL|@xh#5GPAq4Wt-HG=WfvE4GSA>` zJk~5*^ZE5PQ5n@$5eu?`V;(;O7ojsq;Z&8-prQES zKxCpI>{$E{%@K#EYN@r_ku6OVY;PkqeNjvC>lb;PEz8z6)ZgLjFS!K{<`Z6GuNDdB z>!|3w2G0|X%tKb({_sDXLo^noSu)>Jg5H=DH1q8h~=6X$Nf$ii_ITQr071Xo97B+OBFpuhxpXpdJQgl$+vN@Z}25I z9=%2`pR#C2u4zqlWYDKWpmL(N4~-#d+riJt^4ctOhTNi>g3IokCZWv=p4YW%_QgE= zoXdE2HWZV|t^MP;;7sc0Jy?(?M*%~GZV54^SC_iY!gDi=J3O)irNs0EuG(a@f!+B+ zR?Dx>Ndu+a#ZF04#;W8LGLXfV(K-jq=$WqK1BrHN*RhD^Z1Cl1{LGSW)X8rv{~V4a zV$_RU1&EclsOCF^ALL>Jpjo{bh*R-IDzr;8Ysapqr9;z4(bV&KKaSnD7mu#cJ%sSr z_{;k7jQSyOnJ*)Y9zpOPKdVnyzO{4Lk2NVY*31p#1SOXj1zZk~%Kh+wUjj~ovEOr=&Q zKNPLQXdJif#>YG)`jjjBU8Z-(owhUA+Ox-hs3_u?hf#AN!elP{YRt0)dY;7J#&qP|t<^PnbYnmA?m-*)%sbd%94IiV z8hZ_ol<3bR& z*O-pqy+`MB!pl1eC`e*1j6kBPwcX5c9_~;R5h_zL;y|aKmE{sS?kp8eoBLwzE?DZJq z98Dxc?XS;torhNtm{-ERhg{ycC&J8uJ9p>YV^AE2%Nmbv7arxuZ6gUj>NQv6t{EYw<5U-$XR_L z>IFTaaVlqC2XCcYWa*So2v0|DZH`9rE~qlFdeVnP=UYf7=*1b0;<7Ilmwy};#Qst& zjI1puHSmuzSBcXgB(HPV)N{znnvE8#=n6;3cR?KlAZM0EMh3KnzKxsQaY~Y;cN)B~ zJ41SL*?f1gIqy^B-dWX@uvx}d_K>#iuA}wFFa+$jINhUUwXt8K@3TZO8PPkOD#x!b znbqGEJ)*TZAblXDzdXU@w$6jrf>$WVGjTWgDqli)x0s$hwvcI0*7UFB3#cCt5uS9g zj7bbV?=Qz~Hk_YXhSfT^y!MNcO0M;y{EBJ6Tp8f(8+xsUC{Qe|t7~JU1uAB%ly&tg zgt7CD?k?u?W)>THReF@u)e(vn{aK)*4ljE#!LO{_swXtQ5Yy&dx`&*1NTkkV>?5Il zgoZ5Dm1X>KtvX-&OiG&=_|}55B0jK<6eHMC;M5U(NqmIs>BFJwwkrc)I7CFZqoo)S zqk?b7dOa*zFi*?Os8qXQd!-NeF@iz-4@1ch50WhPx#+46SQ(cI*8Bv=5BV%SvNteX z%4CQ%Bt^DwS~Wp#uoz-+zKFjHGo`#Y$bg+uXAs@bB~q!6`6xa-f0z0WhuPKZD+ut# z>rDRo=8`~bHND_^kMzxoO58HjIEK^tx0n5di@nnCYC@i#)zOl;1&6Q>7Jn_cSG*;R zAouNx)ezvCKlZVbsrySJwfc^t=;-J;_eDpS zl>4|Ud#^rM*ID6pQbMPS%^JD(ieaFAJ_@qM)v;!HkyMR_3;OQyT}ldXneAKUCz%vB zuAokWVZX09&=#8Goa3^(apbOE14FX(@Ew?-{_+oxgEnt3%+RD4mrX6EO>9r1WLJPN zHE%31>6}4`sOfjMLrj+5d}N+Azu1GTwdm!sItTqV=UBbkaIwY^f|>NT91u3wMv+Dhc`_O$``eHtS~GqFS(HEy2iehMrL%`}-zTKf*I6kd>> zkZGA37NME0gS`o-IEh1}N*=ef7qVqv5{8TuMlmCPF1;Ry$zqCxhuJReRRul$hp0XY z^BKZ5$RNACwB(jsZP$B@v7&nbagmrdYi_=Ym4N9T8k9UrC1F8kUa@%@fGrtyN^RD+5|44X(A z9~QS7@%dA{)96c!spC6h34hxzygFD8S7K6DTnagHdbz-#jqKXL zp}s>jBR-lEo0&)O)oOcZE!BL9&9C-bJKsPkyPj>@51CmH^Us`tOx)pD?(o{SjcbIo zVj3D|)S7wNEm}*|b^UAm3A}@*Jghn+0<_=y`bci^Tj?MPT&nPG;SQdut<*K<7y-iZ zdyl@eVXqjVhS%zIN$V2Hrf`qG4x85EoW51uB|eZdpXKHL&9tO&me@1qu*#<3?&POE zM`zv63X5cx9Hc@(>j$D@eVM$4$_}IL4;c{HA2v9|@iX}GM#~S2F^c{u`-9%;jHtTy zi3A#zUvwHq5^7op>RLC0`5Ud+QwK>3k z87#w+7lItq>l?o|U9-GsZ)=O$rOZ-VzU1h>Os~8>i8m))=zOp7hu_Hl7yHrnx}md! z*Yqmgy?eGTU478=f&%OSr&%_>|7V!jefQ-sj2R5wfcw!A-`Gls5bY-3z z-M_t(^(2I3Dk+eHPRHws6g-x$(3#B%?y|V`8KSoqBIeTzZ+*6Br+bB>%i3nVKpt8@ z?KL0cl2+FpLZjkywOd2>XicMit&h-Q(RdZlv5}~!B}p2h=i@Q$eHOoYxuh*>HFkHo z!OA6S(qWpyYxBH0fW8Q}D@?Atf5nWl-1&;1zie!|xMaw;4n|>xQF&5+YS0O~sWIS_ z<-##km@jHL7oE&_!`!F0XJGleOT=$4pI71FR1Ibj#&93=m7rNO4H91LE7k8!R@z+A z7Ad>0^oh*Shy-7)hTc7?s5s&C%qzBxjS`L|BGGG77h`Lld18Xt(2=Tt#Z|RWkmmIPy|}s) zZbM#oMnaJFiBYk=Jq7e^{o>!L;kk`1{>pX$OY^#0$mArN-snv~_H>I%Gr6*109=32iYuAFQ)D9)F(CVW3Mlvh*+MT z#p%H>yMLG6e!Q)^bQZ;^PZ>G7krWY&jq$&_EcZLDrP!6QuB-+(o^9UM3&&&x2)&z8 zCh2U-ZX-us)*~b^aQQyz^}a(Wy_{3wpe5OUgbpii({ucj?0k|7y)QeBa?5yawN1clnUKG^X2TXp(ldj=(?JvZqQ7HhStGUTPBajJC*|wVgiF^M4`JC3}he67sOlvQ$%XyXZ%|kP-^UA%V^=hH6-$qx7cnMHL@+g=T%i3_Y3tQ>h zuOqpgRGTcuhF#1)PfWhl-i~?2b1uKZN3!3)B_NlHC^!z&LKu{pXS=HR?SqKy4ruRe zn84E(3OgSuwvjc&SIj=YWv*Q%9mVI35_ar<5NJN_+^aGdhrr6owxx3=I`(TuvA;7S zh@1;P%iH`a2TcuPy}g~0r@dtDO2J>9nM6lX6|H6@7SX}&w}s~?W0WyaQ0+g)S_&0U z&gy!D_@sJ& z8s|NPELoHpTb%YJ<+X(5dx8oGlYMQOI`pvW4F|6NHL%xfo`rP75K)BAz8ANU?fT`C zoFF#eg6XXX=^XytzrTH*I)2Ppg{hie>20#$#h(U(yJf6WWIm3 zu^C@$BB?HPqw8GKbDc0j@q`;aU5pgDjkMtKG)3Nc5){!JedT(;P&~v`R#VR+t$O*V zhb2YY7Z;afwM}W^!%zvFj-}6SF?^(-nH6X$xVc*=}3@??1bTWjPV)+&?o(%ifs%76-{e)T6buii7B~0aD45s2U->5-XNJ^(vdgXVb8#{y8 zH)M}fmv(zK@((+T-eTiHx+S~fmRQx^=cKb`Qvdli)AF3pCmK>6Rip-zNz*O4_aCyE z&wNH;2Lp`fx5MZQy~4P`=`6+EFn;^H0a>u0Y8C{7@(aB1#2s}*{k7}x1fBF_eQ}+o3C(x>VxzzMR3NNZZSSWy zNGRIrizXScff_zPRrM2VlV}>~sByPEo7B0*oG)P@{qLVRY=xD>u3;rhNZU5NoX5l&@x z?L0}VX*>`fi<6}H>JIyjmo@mW$2ngY>_Z%{9nitG4?t)0%lp68!fuTf#x2iybT83; zfKYrhz@~<1DR@q5_4$juxQSiCJ&N8hsxu5!k;6>hB1(fhf+J^w^>xQ#=Iq(*PV5nj zcS9oXp3Q{Djz5UI<;e#LSkL=@uzjkf2;sq9Nnql}_wNzCjm;$BvxQ&icI@JDz)J4zkgRvG2xh~Ldx z^sa*uzH4ONO*Frm`ugftW2V75)@P*J-}dA2wMu@JLK$bfHdk=axw_oFy8S6;4Ig*h zP+!dNDiM=j*Xjqscj+8PI-VLzpN zm~=~eL$J;3L6o|3m@es1?{BufPfvfTD(gzE9;xI)qxv4rV&!py`sXOgWC8r2X!U9N zOcIDO*me^T7<~Vv2u;*{1+7T$)omYJZ?#Xr0WA*Xds_9biL)AVQf*lF&;&|P;YJ_= zrDgw!G$RnqHYQjR)NhM@^wJb!81#*F*x%J&u9Y$1tem%~X78{9U(N_)gROL&Zeh~z z53KITxldKkY38)>D|raH3Zi$EpBh>-!hLQ$cN8sz6dS!VyQe}^>KB1`Zq4(t*{mrn zptfd;LQC(v-`l%6H#SZOb+wiUQk1KbpG`{HIIgLcFl9wQtBuQz`Qn>r>rsSkOJ}`P zS%#+?>v?tVb^xPHgdS>a_k*0Pqfx{q&r2CK9ZPd2n@lXHAI%k?EN9<5*h`S=Z0NkD zw>U`Rhkndf-P2X+-tu+eT7enUe)&^41Uo}>i+odSVpXt_!FCMFR^jJ;g9MGlLZ5nX-finB{u&luCBbqJJ1ZfRA+cZZknf~tUS~NT3su+>rnJC zoS+mem&RoW+gvR&n&9m24*Us42N9Jn=>74SrI2>aa(w+EyrvsMG%dk*nnr~EFp$m$ zU)Vc)Kl+VHc7B3Aiosk5ZLu0vf5?V<_O2C=eQ=QI#2tf}YO2|+KMvFrfmI%0^5WWA z5KfL|%<~zWKKGhy?MI8Hcg6g!)^+$=O+@6+uXTi}y2KO@CQFlH^wpR}k(%?^4TbTT zD~<_$_s`k_ilCKhebW2UDzu4m~i%-FX#4Ge?Y-in{-TZbfpi`71fhg|aQ~Zr5P&EiO&yDLlkTkc%>&qCWvh=&9 zt~U#eJ2nUszq#$b5|5$6ClKz6Fk6d{=dPi{G`kEavmL}Qd=}HkT{$F~Lg~g$wA@VDai7(y8_7noe2hd9wpyPxHzb((d>3B&4JG1SiNb%mF6? z%V3y!qo5Vl4y}_&sanC{Ni7|xdMkEcL5>?TBk{R(B{tBhvCJtSc6!GcrGXZjX~P+e zkp3Zlz(U``J@lfGGU`vsR9%bMsk>O}GI!?Z{OK)&6R$cvkEL9vy|W(*-=Wj9A#`TLh++r7b!Nn4=AI7 zM))|gCBz;}ctR%T^^D^5+dHT~878JqP~V0*jZ9GABH(oQp%daofrbC!pCGY@6IT@U zr}8{q=-LO4wV&iC@hWK!FDPmQl~BQKG5IP7(q~Q%fdN&~ITo&pMD0%(mj_Caf2_LL zij#a4R(&b`)y9wX!=Z@iCq8c#E9RO!J_l!P1cAm)HZxM1+^hWAD9PAun|ey8cCVgB zh4wHpyHIvSht&P03p!?!#De8t_9tnwg9e<<+MBWVCx#&*Yvt1lGO-PxlfG1l=@V_? zor9bYsqyLIb0a+Z2>j-8aHJ|$1Am9Uh~VL8Vi;P3XUrH$&tO|LbK9A^Ht4sa<;Fb_ z1V@;=a6=6s{h@sQdsdyncmm=U6%OM$GnxfnY9%~LqP!mSbY#@88XcB2XL5Z#SL)ub zEu^*jJP6z*#qXljJK!cdRp|J5?bVdfFH_l3WvlgisB6D`Dv!|7oAAbr`x)u{2~8yI zb@GJEucy?x3?O`X)W4?VrQ_ByfMQA!xT1F*3-x2SDr*a z!)l;?hwBat29D#c9r(y5<~$d*fn8x?>q&8su{gptUfZ)2wLXyV?5MN(@g`C1)TkAm zWBH;(d8g!AjV|dWA4&@p=ODvC_fuJ7^P@%~%tQ5B{YwKTaK1?V8MgX$2OPWAOpXl! z5$XiWTG=i(k))iS#+{>R)QW?`sjU^rXSldc{jZzf6o)^%S^+VyooSLlvQJx=cs-3> zg;=b$o@1N+-APssIkNY%sm9~QjQ1mrYm(Xr=q3-TSp_X)x<;03VfWye1PWXt0*epc z^4Xm#$#|~ogz_re#qBw3io#`2l2p%RQZnc)PLR1Gu^Kb|XG2(Ro6cYbr0hKv)0TGVI{00 z^)(FNf)JW0Zoy5X2$6)Gk=`($RV6b=UEhE>etV>*O+g`-*`h*pkQjweUNCn(33=Ks zI3tA7K{-$KEXZQYLSFnSD4O}&+pn&cRQidWMCk$HAl}(b%tn8yz4p6<){onXRi8;! z_Sq*9Wp5eWKUs9N3ytw8*AF`0vp=q0%3@Ylu03e4fc;L^p)F(+ zKVjf;>(2i;4v)A&fhtwDc-TQ|a75r-&dttX)Ja&t*5_=9P8_}OcJ(SVe~u!bih@sB z2H~2mNR#(7q51*YlIEZu>5~q;ddTU5lXZd0=nTvYZ<&BSc0A-0&|k!NFapmA9@-9-rnQx3(v z54jOfP_uPr4Wz>pPi=l5cU-lE?(CSB{yDJRT%do6YkcH3eeJ7PMe%4@0fZCzTL@{W zomjj6h9nU70%=+Bp2I`dI@gKZB8`L3xrd{l(W*mr%Mht;NuAYv3%UDBtnf{DS80dT z{7FrRRNuiYS+H_lWr*?MYY6L*RQ7_3Ur})*9yMz=%>gfLCPOR{E|=xUz(%gSGX#1h zVW?wC@kb|(sbNq5d$M1}r_yK!|7%~}A2f{=r?bn3{qS=&?jtpJ<8{HcNPGFM zrojcX#_n*=uye#SJ1YBaD~Bqvc%B^)vyDeOJ=uR0zPgb#F5ThvXwxAAez4qnK+0O- zlhXdx4NlZ9G__LzO^vN&)j6GyQ$e^#+aOhp&t5wmbir+=Fm%&h22?jn7GL&V-s$Je zGjDQ2vHR8NA&yEnOy;qrpL5Sa-*n}aGti1TFN~oiP_KmF2)`M6L3!hc7 z2P-}0@7B=Gx<=S-ld{J{2QPm7dijH&5X(e16FhpdI161M>bjF{-Xk%Bs@R!(Yjw0k z+1UO_F_o^!Hk%04dDxzP`mBRzbR91e9&uN{U*`!aZ;+b)H#@W!btg`!@x~=mc+hRg zPaz)str~*hVvZ8+x4|W__G&Bbf$En|p)sq$UwuihIM)(9Qe{6+q@{dCV680BSRS_^ zh^~3}x`@fj+-=swY(^{TQ&6Vh=yJvChWy6ttptq{T(DC`r`=La!^zq4Cb!ERiS9P8 zJ$vjr)hI(f;Vj-6n$u{O2^V*2$%4hZUU&qhdQ>01Fw1Bq*k{ukP zS0TS0o+=sd6dh`FXitamWesqhKMjlxqf%D(!USfctnbqH7hHq0$#tceFO$`ws8tRb zd?AQuwGs!ZK{wL^2A;<31inYks(9|ul|)Y0zgV!C5wtEp4`cV2t1s0u+JQ~F-J)nr z?hHMDq%MJ{YlUN@Q2KHUcS}<_n=8a6?I1)}(Z6GYNoG+PNt8X3k{vnE9I0`HOK->K zJY$g`BlPop5@O4<>M*@f>KIc_0Xb%bGh`s1qSf~7pM}YycJc|Vi;yDi&0%~>2VqtL zaI>SUZ*E$LjCyS&zjYKGkF%f0wu$e|OJwz~7zO#fc{y^LA0+evO7hk+hoO*{N7XX> zdT}r@b@mJH{&7En@fjmD&3zr`=TR0-4xR}^CTbrubE&Un+9rmo3#-o1s8Dmop9F0ua-K42H8jRv$?zOK#8>Fj zL}H_;v*wA*6|*q951Dx+o#=d` zQP$PvT&txMLb%r<(9f5MqbhopuXv~{E3?Df1fvHZV6TNYA!ZVMNTMy|Aj;Tzd=sJ1N^H6-PXw;6RqoS`dRhn^^h! zfGexnx6zp;w{|us4JnQWU#vnUcwM1VG+NiN_UVZ!*#aRP*9a+W3GMsQnDsV#ME^fgjFvBxPQ0i=!{`A)#=> zus^FQ+VQF7eG+l=?oEM87NZl(HaSav67rh+Y#g+cDyKU`RaztNVGJ_TeI6CFZ{0kb z@yt8pdadG=Ww2#eCV0XQZK0beysI-|T6n!N`EDJU<(kp^J2)kV!UIz9xvuZ*u3qd^ zr{2#~^sZ1}MQJgsv?mhzkN%E(ZK?xC%B+lzofWfMHt91VD8%jP$E2Lcu2NbeK*mv|{U*$&Hc6Rgk99MpFCwd&ZrvH?_WPqO{VkVs6B_$AGk8xGYy7c4!V3Xj+mQKl@jf%W_Z20KWXN7 z4!-%DMGbOt};j?@2Ikr6C3PN-^gSQ3+JI$s_Ah}R@uBTUk zVU8=N_jm2*|Fvd^%Ko-P6|fhat@n=1-I3@cvM$qer0zm&$Jg*+pE-mf6Xc2bywHeT ze6uad%G`d5cx!ynW!Q{8q6_SAl%(7{8H0W)-9Yq)$IK{gmf!A+M>$o1E8sxe3wN+iNLiV_q&ESCUAx?@|G14LTJ_ya}n`( zZ*`~9M6@zj#^(u?;ev|>*nwv`TbAkHH>!hi{T~0iJ!A*p2u;H9UXX{GELL$8qVh zPO(nDEveJZ+|Y}^O(N8UF6}P%37v@YiDuqNnOrys>ikOVWah| zl9buCW$NU2o#U^t9Y$#qEj)~KPR+v_z5NA!;_GQslDdfWZ_mDm&dNc1_&&9KI&(G< zII~eFADR>>{PfK*X>qVe+Z%j{;3J+0>NtpF>@@?iD>sf7e+8AN=O86}rL87Mbu=+# zC(bp5{Vg=uq}yJfYhYo%(xFW8SlqN|6b_ktr&U{!>7-qL4`Hb&Y=tE_Q8j|{G!2OO zo#) z%1&kjX8gr1OdPv_HL}bbBB{yUS0seMOa?^cel4j#vRlhdi>e=eQY)Bq{VCDU5CXsP zL&LX6@5SJD*testy|G?50(O4zjT^=}9StS1vdt&ec|4A`|3oyuN!!_P&l`t0!px{N zJa+p=aQK34h5&vjVO|EW|IIBs6)m9`BnbN1_l%(wQHxdVJ+U#Fr}m=sJ=#VgO(p?j z%qe8->@GJOVx{fnYH?^AJ%SI{=tSz{Z+`7(AN~Z}<&gfQs)MJ4w;x4_zX&^dDoJ)C z^$N4Y+5){%1pDf{NV>xtnri5#Bi!4Q&RI)MV7sPmH5tNP8$+_GJ*qPoQ&)(P-&a04 zwqO2UmwKLRQ5Lk5z?RrkwR3P3&^|>f@kDh1X&gFYR=iZXf zOUp^x58ry}6F;5xu$X%$GR4VcqIZ45W}WHT zr^D0|{;%gde^k3S*9BXZc?33Uw`P;@+oD$^Q~hsqWtW8CjW?95S-LN=SwEL7yjIx3 z{VNF9UY#te;MkqH;}AtJUu@BUh*hTSe+Jh%xJh^wo2%bq4;Nh!*U}-B47Dhsd^v;? zIon<2&C4=FRuv?`USmL*bU=$s1dYR%KmW5?33?+RIBgp>V4^3CtgLGDM7|$;> zs(eH$>)*B?8*KdN=iVr?#>6cs(uP1wv5w9ml0w(zsn##GI2isx7Y~{^lgz+MQ2#Vp z+zad`6~hq+mb8U*W&RIm-xp*tWpkZiTi^j#^y$pBw6x}v@HNt$8Ydp#>l8>q)*X{_ zwj~|M3K_5WOLv@BBY92ciJEl|)M6RTy&kTm2%ca~p&f)?1h`;}P+Om3q=#-xi9}#= z&s}^Ybh8CjDk5>98Yf-(bPegXss|Tcgvt$hjP4Pve0m?^RPzV*9wwct6ke*+aF&C7 z#$SK9v<$-5zfzM6tX%vU-N&QjCr$Emxic`}VHE`4IH;GPlORnfW?a25RcY3U@Zb9t z&efybV;Y*${G&H#j$a|tyrypBN-S-U=ky%;r`Vp=s(O1mLo==C@ZS>_4dHICUXSsA zW8P+aWh}dkWO_PAA2OvTs_E&)#I;A4dvAYP>>E|kbc4@+QhA0zEIv{4-=!OKST
CzE#_Mp@<=n~V_!a?0Ds`^4bk->lc9eOd8krJsd6{vChf7~`n zgVcBHOX2?aK~Q3ABt*3bLa)II`Oi%k_q*zWOUhQU|GmNy4~61O zxi(k!K093cvyi0sM#8H7dK{awI>GL%ySEY^lt1Z0tA+^n6!XjqzZT7W+_e66+T0)P zj0)R7eEvV!DL{Ey&KW)F`a@(3=-Q9Y1n$Sbzjd=0)PVNIe;J6Sw*6J{Uf803(t5SZMq4`~nq6gz_=AZdfye5|Cr8)xY~mFes@wm_ z{DPUxFk(BIoiT?0!C!Z933L5D<^QISQ$PE!5H-{xsv^0TZXf=IHwOg( zyqtQ3%(Z_67sSOCh^D_?Du3_a`6!8i)L3%Wng9E2Dk`LYl)zYq;J@k=jt3Ns;&yJ# zzt2X80|GQ?9d6P6EA7@GNH9~FzK zK3@Nt{M&Ov_m4pXjJN*SUxA_Cnn#$KI;4n%7FBmT`?`uSdIv1z1&rUqY zd*#IxE9(R7Y}smY4dF;Z$H3`>3*}eO1XJ!34_+r5fBE)puMz+#1X6dZ>o0YuTCs)S zk!O{7^rFIP8X=_ZF!qSH;03fYU<@!+uA_u4ni_ngfRk!Vae&E$jyPELlM=}E| z|E^9qrh;`BdhDkCtGRID_j2at)Y+ zo{`vjdskOaR{)!}7;|TNisjxj{>Gq-zglYpH$u%(qXtMIPH(KlzcRmh2aOZv}%M`{q&7}Y|`;mi0DeE%2^N+uw>tFNj*607#Gn%KSk z$FTVTWMSG`N4fBShP}A-&m%}vfM$lwa1}}rQ|ta?q&Thuf!PYU8BqnNDOL_&`kNx; z4zMKyQ4u8?#2?@!jQ`jeT5&KTVUvcw6(vvFKgJMg3#RMWUo7UrmwxW>p7C#P1z`Ya z^B8C>q9_g6sU`mj3bOJq@yAFhAHEb(|zXgJ(PcS#SVE_gTpWPK+U`TXGmjFf*xs31J;fhdi9xh(Z z(*!3X$QU9cKQ0CUNI{2Nav*$;4{KOQnhJIOrugAwidcURYhenszD3 zjw2BL1X`yR$My#O&M^Oug8hi_(|&Z&+PBr>vZq6Q<>Pdtikr1}J;640_0FKqCaKicl`a$wTXbCbF$j)&*u)d zq?(OyLZ#BCbMV${z(P~1T}UrPGl^55{DK~|FTuS(J0S9Uqn*U};0xjJ5Cy*@_wB&f z8{1zSPIc{u3ptlEpJ#o^PDkpSQKNvyxBw})D+gDw!wxxtyc4!niCC>QZEA$dEE#g8SB{cuhM}tTZm0Y<=8;l$PvAk73!N2z6HF%;SDNQJc z{tjT@W%rBwRC6N$8Tml<>PfW?7a}UGLBs+mlOW~?n$0nwPE0EiWJ+omVU-JXCD(Us zs%Ig~g5BXy0tg34qb}6n>u<}3q@p3F9{weLBmZG0tDnKjPr=vA+eU|5L%PFp=p+3E zXizTDn0AitzuBwbia$uQa@1pjGEk_r3r8Onf_#S93&7Q!i|QtKA=M>P-CziQBH$Yj zsUeU~JfMp+sQWR{MbYIuviKbFB7k!y!E5mUd)xm%SQ3OHTbUC1u@Jte>(}F`|IxsQ zb@+R-9wD$(Di?O@(aXQRjK)p00=~y$?oY(r*NhQH)!o~icrYB#1^gWU3qQ(XE($~e zMGy<{m~Qwo-F8&N;!p1|fTzg-U^(Ot6G1Oj0fYB{?3RxZ&!Km^TR)8~x{4l@zjc{! z2i|VqS_Cw{vakkahKoo<`*?3X=@2y0a_Tv148lwD1{PcLQ7iHCuP+}@<`^2TFZvo$ z8i-L10weMY(04nM@L3S@AxM=zQg)Eg@P$WWzIm*^wP^6yR%I2p47|jSFr|=RpiGr> z$?eWkHdz_@Bm`0kajs)W#n1M0Q;3ML(H*y{HUy#&fDIfQKdz-BQ%ON^E52@%m&t z`}}6*6A(gZno3)p9N;AFh6SDuem7Q3H8 ztn%Ld<)0sut0x22zl?qdr++gYdX};SvP{n}a*q%qxTb!R`h8$Pb3tMmbLXlp89r&q z#S>WSg44Qq&pumqdb-tMHbff%9Pq&Pp zs|9=M2aAUK>abm~L6AIZ?%Ok2!Zgf+FC9+m4S-;90fY$r^+4n-V5wScer)7Qc3vFf z*M|pM+8*Np=ck`gnN-N_mEreRe+u|0hYgsDKnigCBG41zsvv^lF5EQ7%YTrLkAHTy zVI;Yi6k0F!`{D7r_1>0;q5nElewqI^J@6T~w|jKKX+mYg7o!2>dS1{!2C;+#kkEMlkD+>EyDX#|C>x@$fzhE} zV<4V?0RmQXswc%CuIamJyzv2}Z-UXO{kg)x$&mx_F#CA_Vo>d&v8BKR2_6{zi4qRV z6hV~0TXHsc-@8X_SKN6=42&iLqiKv^fs$Yu2)CZ7iRm446?(&Z9s&nSN}_J2AMn!; zE}yF=H7$SDUjHuB@YKLx2Gk5t<8GDYz!;pS-b4z*kQn@2(ZWn)*;h}u4G)Q9PR;cG z3Vzhn0bAD(QbztOQBWk|=*-~4=ep3a>l}i1gu%vCtd*(|*db8s#i*+tK%yZ0*#X4; zC;SnBf!V0=Q}4b&s)LnMk*I6*050aX$N(-nz@q9Oh*^l3Eq(MH?0&q}{;IA1q*8aa zYweHcA&4&?pDv2jm;Hsn)BT7_rw4q0q709}C%*!H6%$Ig_WuLIAIgRFeAJZT(id~i zs{Iv10W*UR_UZL=I_@oWOV^b2*pRJ9{hh6G=m47DK(;?C2B*Qlv*5ufodI`6Nf3a~ zD_|Lh42PFuqtH(vQMmwSBVav6RCl0&<-A}9oxsB}R@EM&$FU%Wslul;NXE|wqdb6T z`51*F?9lkT=*wXbCK(}q57N)hM1W%6M$}p?dND+@0~jcf>VMD))&tP^2AJ|w0}(RM zRmj+wD*z_BScX0567Ww3Z;9~K(%)81wE_qfh2sC@ZQ=(qGXqquaAh~SQ2kx;?My@F zkgRyCIPpv0_`2^>y@07hd0%9710WXD zK4gd8j9mfHDFp;QOz3{7Ol(Indq)}+e}LsUiob~17E-}FY-aAsvjiK{*{xjw^fgeW zd#-E1eZJ5D$d0n6SXI?`BToJRDiG{|*#Bh59DRUTCA^aFvy{Uh^sU&zvOj<;pv#I1 z0D&;z(|sPd`|#j2wJHNpg*X5d{FRJ)gPPGIqt`u(FtlMP(=k}gJzgN5*DS{Xa1Q~; zTewnNd?<%mn)B_5k&Rjq)m={D{wX`901x{bKf21{e-RuWBLX@v2y)R63uBbu--*Vo{*3=)FZ1q6>Td5drmo@Y>4U8anNR%X$tC4m z_M-x?chlFqa9@xehUAZrPVN~#(5?6zl3O}AZtx^rzklef_}GT<)%x(aoSW%OCFv1I zA}AgXN;0s<@P|Hg5&R3eQKC0SFlU8l7Zt0E{&|BrYDCMR8j=Bg#k=UpizrA?)H||b4=C$V3x>xyGQmh@L;a1pT2&7tDR&G zoQ3P|Pa~pALRIp=vOyT&Ab$8o0p-Q53zM~c&&Z4yyxv__b*=iM&<9>K%h$_BY=I6# zsocwdK7iNyZxLR)%#o@1{LOZsip3k@2ahxj!{F>$4m}<00U4$Zpo+N=M8pz;JkAD|7eh*f*E%k$R*d0Ib!BX=AG+qEB}nWRZobq61U+T35l)?NYA zH3L8M@_IQai*A9YBqqjR>>lGAe5_xuoOr7l!&K(6YUuWMaPZD}+2g2$5sjIm9g8UiI z!I*q+KgbQSRh6@Y`NiuX7EEdiA^H(aK(_E*sDzf4^&WJ6yu2X8_4}2ePpbNOpD&*J z0&E76L%Hq&pyz<}QcYdqVKe^W?@fPxDVyG_&GPOT{r5&CS&W=@AV%s**r?k#e>zf> z`hZ>D^{ow0Uz+X@Xav*T5f$V}OD%-4FyR*|iIv5lb1}<1DP^(y0TnRqze=iva7Q z?()b$>De`XW#o0hgdCuZYHHdVV50xci6ixw@xXOj0Mpyikp;TMABc#xf#UyF7<*6r z|Kz`k1^q56r(6Iak+*RbB&xd*&I<-<0tS)u(t)M@Z>}4nnhytzyA4Rzln~64;Vfk1 z-~l?*PfYs}UHSBmkto8a1PMaG-@M}4poYs40622;xp*sqa#%3WN{bk2$&CNM+I!2e zs@AS;c#EhgTPYEXE&%~0q+^lNC?#!>3jxU`EvR$|2uLpxVbMxA2B>s{v?94E>4tYq z)O+vec<J=U*cnTI?^ur(9FM1sXQR;LKgvFnk7pYJ=C-~Qpv<=duA~yOz_aMuOQxjc$BDy&i z={@TbC_zdb3ww^h>T{16{_`dd9B2cxca~ymo&&Ic9ZC|UGSdFrF_3MS;^|Yeu1hlB z*Cer5z*L+K$TZ`Ru@Pxfd8be!$e5B@a~w0Aqb#nqC~>Yo-8>%H?*4bA|9Y#q$JTXA z%Z$HiL`%!R>THz)#B$>XDFg*b`_PA_|13_Rwt8b@<2V8;nkTu)L9ShcA2rT^IDCNB zNMcXG@?SXruU*Bfayug{n)h2#s%#SoidZxLQL?3w(gtO@ja1!jlH^? zMOM!n04>QDRdKxEt)A9uJl<$KlCRuAm9sYfKU1H93@7Q>YpuqZUA@=&&X0$puc_c0 z1}R7MR?(y1#Nw_~O^Q}EexHk1%u1YjSfBuPfDmGzag0eq8PQ5RLhlt{lU`yc2&=ro zr53i|foW-OL^I;pG}j!)92Fluk=XWvs=PHdR*P?tHZ3iiwuFtT1g#4ckgYopF?A|G7G`STLDON#Y7Qx#h z_))o|Rc6;nDizKr(tjZ9DqS<|H%vgjrSs`Fp#9+h#;VJOUSyjaC{fe7oVRH(+R9;b z>ZrF5Y&Zk%NZ(tb3?E1ajy_p~h#GO2L{vSu9H03pXR}pGeYrJ(Q3{Jd-bCn^tClV4 zZ{X?=En0tl^Kxfe%}YxC@YiQYpk9gm%O?=~sbI1Lf0r4S1+Utbe15~UF}gn9wwi5u zvX!cew&>pH(2V#j>qN3Hv~;UCy*lDH35#wE^RnJNO&F-BUZu9!o1yV}5R;iFIRw=g zW9K2#t}jn~d?o3M50;=fF~*mQ88Ko(*$b!;jY10!!W8Ju$g02U(nPSQ*%C~i@Fsxb5LS1%PN<525tbzLRm4{9UZu-&_Oo2W3hlUS*6cuZ z!5RRUzNZ+kc*RH0a7>8npv(@$o>8@(P!9A4Uy05$sxkq1IQsiXzwJ@?VV6mT$(F=% zsB+h=2edyuXVVx9m!}Cwpa=jyUaQ1kTY||n^`IBFaIX61LmZ){oFu9X-5k^ZhJ~aZ ztZS#Zvq8iLRO_1!wKzV7P{C26bI=wn+p)DClp6&(3opeEEu=p7 zT{q+vetZg%wWYoU_=V^0R%{jJ1|SS3EeS$qPqde5AAUP@gH0Srw}->Px(=#(Xo!NH zn6(*RI^m6GMOGzd$!%qdURcO0T{Us6O`3#%9SdLX*YR43%7Fx();`^t9(Jh>0W2K3 zvy_c8FJyPnZ{?X;(2zTP>u`Q4AU=@PIE^kvs$#XZV#gTr>8sndejxe2?Kp722t z03n4E)m+%BPD9YGfVDWH^^#k!@QY~OeviH_0w^_&?QE@7pSYuy7T=+NR6Ezea!ix< zLx<7^dzzZq>hp8_-S=qhztHpC|9YieKo=ebZ`x5{uGUv*8QEt(`}M6}?PXyf1Qm*R z^2qAO-FTHM8+2xWsNopW5NtX)H)dkK9i%uT0&whiUfK5MCXy+5$YzG7&^-L+y_99V zt7udD{pdMpb_yjJ&5yjf^O)=hxb(AEyKfAFD>d{zMICp)W3(iA}XSg*G%M$(u z`W_~bIY5at%X8XKvWWbWFvpmU?_f@D+`qNp{E{fW!ZS(YJV6#xTq|M^}{9JZ7_ zHo7?uNLjNFsbCDIh|P9g8g ztJ%|w69o*?!)|MXJZQKDL?+T#+jd*8EnUt1pDuekt~eK6)Tc9qos5^{aq)f-Z4!)~?? zo1SoF)Gm+@IsXU|Xn_1as#sZEfDX5r+WeMI{RL!4vxH7D`Fi<|t4FgO3h!&`?`_7v z$`M5(o*;55t0Ah8_42PL8-e)Jo6rf3JA6v;UFCO$^n}0dv%OF=(j<$oQqx>GRyCRAmYSWdoCNjHmz5)g{5&tQ^rZfP_*0@n ztS4W8msLP^@0B}vz6Rs{EuHpbk#PdHT+kG!O1z8STpG8ZefzlqVumG6TA*SW^hC*z z_aE}!IEX77YesrT!GwV~)%n|OD;Iq?3m$xz>MON-RcP7yNwm+ao;gM)mzE9}PJH~N zkL2uu>CXytp5#Ik$a3K90)>6fr(3jZ6KQgLb4O>Ny#EeIGTD%o%(Y@|Wu&c-#Pac( zPJCnU{lX=__A(X5SmE^x#-0OdtN+5$3OJwYVee)6@_6jAXJxbW{{hmr)~WzN9bcGx zo_J1OI~kY!-y`{5iOGxUgb9o!3Y$o8B?0csAy6QpfvoF+;7ww}K<{_KPqSXHOD}Ax z@+TTV7Q#;0J%Ktw&LOLFQ#I~?z(sSu#@sJF~-umnM8$-4X< zWdWbfhBeUr-q_kgg!UA4I8AgKN(d1MYTUK|+F{aEgrKWN*|glUm!J$_Z&Q)BXb^7x^3?X;{{)}5|AZkxhc zp})~R?IadqVG>f6tc1txOsypPPpd(x+qt5A0lo^7QR#5KhSx<3z-6kwr%D!~m`z}C${q1JI4v`(WuTONY zf6#JhjcZ;I{#6tRA{}5-vEM)^?kHe-C#g|IF3)@<6JUp~`qTVwtZD+2tlKyApp=3u z0eDn~0cEasX6S|-zk3ZdkAr(8%|r%%U?yJKLThSZU2L9B7}r~P?z9@ zU-$OptPSS$cW{JRaresssqFRu{D3uYLusvsniw;1S4)A{DE`Cav9qN5W8AZYMwc_K ze+2eu)#>jq8^K-9Jq!1d)PvvFZrij7I^mP znjZ{#K zI}VdAQNR{3h~_dxho<_J1D~l3V!4dz8fZadn3bZh*LdzCq`CT@%Dt_b`c-;q-!Fiu zA^AuKQiI_lH9A z>rUB!ft?f%I#Br!7w<-T&X-Nf?9<^CM6&^cI0f51fAm**J*o_d1)D3v=!1?OlU1ji zx>I|2+j)NUb%w=Gio|*5J*51+W;19pFVD%%9Yba8eq(EG&T4IOua4RCp!xR*JpP;~ zY&n$T2ljJOMoqT6sy44X>pA}84cA!XWi4&0%eUxsj9gwyt2_niI zI`*qdu0>GX$5RSMT}OV;bY0OhP((_z4ps z-ECyi%W>qT2>1U6RvUVAZ?Mk@3|My({O&dBn)0_-o5nup)|+d@*aj&M zy(!UfHj~sP0>LlF`}gytKSROQD` zr+y3Z5w#S*eFQwW88Rq(N5;%Yk|+q&_ekY_`y3+h9zc<63jqe*5x{FgP-n@0@z>}G z;p%+OO9`Z$AUaKm-2a__?jI=)iH7{)he(khdP4U9_(NZwz1zLFKQ|!F>XWQl-4p}G z`|%(J17oKKjUDZ?3V%9WDR1Gcnp#{ zL|?4x2~<(|fsd_&Mn?#$=|5i$?&j!YY;M7$DP~VObxtOxg9CeYis-jJK7*bs`Y}qK zOtV5Bf)he9e4&(TPu6w)>Eln5bc_(VLWrR%o1=lO@jYC_ZLaVJS#?IrQ|AwR2ZN1X zPVh!DK;<1!g`DpZK3pvB*WJV>l81w^EKo(vo+;_N2KGYkm%Z+^#KCH(@F zEc6el|Ng_Lg}fK8?b5|a?Bs??4aL1)n)}3Ay`$Hn(LYYCv%M61tXu8_pT;$kwAg%? zXYArgY`hzK5F6jp9ba*AjJSNOY*@HNM#^N)w;A$?HK&R79Z?IMZpuG4zKz@Uxm zpa$sbS7>YR16-K(Okrv%oPX8C^$@3yUpU)d_)Ws@GkJ~);2tTKv3kbboCL1?sLk+e|TbN?%Ymxomv zcQP65;@s(Nq4hr1J z?8W!WkZCnW@n!ymBvX>)8H;(puYJFg()i*#ovILLqr^-WI?L zq2(stW>=s~uS|D-&fbSd)5id$9J?CMDBmDWBE|%Qkx1a0##dr%4*DmQ7Y_yrm6EJ!i^_Py&p&wMNPgyTEen@Yc#_9?oweruV!s2~#r;x^(K7V6jLU zH)o9Z^>VA$^mGd?!V_Ha84+z524SUu$Gv6vlZz-bhG@DJ zJb(k~`}8DNMMpj@Sw|4pOf2nIEbKX2E^_d7KeP|JiVX zLu@9yAc8UNpY(5cIwII;-na-I_4hd*8DYn%+qI6+y0Zr~sS(JokvV;DzI&+!;jIrt z5(|gf@fMpL!8D;(-OLE_4x^$9zV|tE*6gMjN1Rz;`o?~5)(hN-M7?MAB>2JoURqra zRX8sGcIyop`bCPC_+4E29zypyM(a*jGH4%ExxcraLUME3AKmtWc@LUxlsw+Ve!=UB z!#z0xO*DI!Qv=+c=%pM{{#H9+9K$~&pl|+SK4Yd3e2?Bv zhyAEl`k8dx;N!SyB7A$I-t{)#o!wTkcfu0Dhag7cWVqBpk$M*T-`$_ieflUtguWAo zO*6`HaBIEeCJ^c7>G39hjDp}TIPy<)2EQVPGyv=Uf@EFEX|oO)r$1`!#D+o!VzcnA zKpmpNRez>~!lw4b@h0LIg2O{Ei+JBwVo>VV42V6g`8%pDGUB-C#fhInBk}R|U#!vW zXYY;~Uyg}S+W4X~F`*&SSbwZ!32|-Y5L=ww2z~Go-wN6e>ZU8dzMjeZWnT03+zJjQ zZR=+N`)f73M^Qy}R(WSmjs?|O8QiZ2n#x2iv*&&xIvC4R!I>Q|C>H3U%k=n1KcGL3K7(=*C}{hcKwK8U+_BP3aT`aO~j zQ$OaOjMy&cXjM+&oVn({z|zdxsl3R-Rw51gQ|18G#$`mX@%PbQGw$t_By( zmV3>^?yMq4pExG=56qr!spr6?G^%N`&s;(_#2ZO^QVDEEvm&V)B!&~`L_R8o_9;0M zc2z*24PR@i=xn6gdU{u6vW`YV*fvVZu(Wnz^0cEZGjhQOqiVa(Z)pUOUuHPqKpq*C zq3jZo^PCX*DB|ft>JukrYHZH8vHYn0Hl!I51#vc>t!tdr;l`Rmi&E+wpO2%8wrMgR zLI}A>$_>|pV*kdHM$yG6axF$%q<1lKGxA4u_KNgPgHdw`2a>>38BK3>WN3v@%zE>w z5|Vk`M>3C$NAWLI)jLD}wy7C%CPFKEUH=@Qw8Qo+K?`<;%omHlz6_;l@Ojtg8YGs? zRj1IVw9ifxGC%`2K94FQ0|+b3@gTTr zurT7LZJw5n7q)o&2!AW9cV^s+$79y^yf;mx=wgtd)NwMyhLE4>nPw!@&)QPmdMAu& zBZ>Za{i1Ps{g`>$x;6t&!O`pp)a7)znagxe=vlfE>%I5TcoSB=Lxd-ri?26o8LS;P ztxXlmxA}2~!);{fd;_Bn%^hGqONxWNZ(T3x_0h9zJ_vZnj5bU1+y@L3 z$iO=4p(VSjaHhPYi!5(kH&CZspT47>j1i|z1abBUoz|0sgF}rR9EN@wB#mM@iLMXi zU%T|e_Y|r~h#t2$Am+@L#jK<=;Nb@dW+ze{;r7-3M@&BB->85F7z9YBh+;2kn)$?m$Br zKN|a8N(mM;-7#bNXcZ%I^MRaFsZj<3+P7v!R*h7M*`sBkjQjJ?WG`)vVDr@Jp?Ge7n zk?vH}kL5}q^_FH&%5SyYAKP{qd)eFIu_;<-%lMt1O@FNHShp94 z%v+;TdG)!G6E`;@9heAniVAyz)jns4nm@~gvs}ngc95XkDx=i*`_NC){}=^NWI759~p*rl!w-Rd}Aa;T*_ zJuPKvP(_0Dh=Zi>FdWrECGuci>tEiC4fvAWn?nsg@pE7dq^r#2@A-VrzsHWfR3O5y zpBZ-~DN6O&@FUX}?pYi4O?k32#nR39a&fp3m$qu6Mi8Dqe3b#t=?Y2?M z)8Vx9F1HZEXG;-1)6Fv~ny5K3$CNx@N5<3eN%sHo$v~_gwU0~@_{*%59^)jzSnVXO zi%JZ*EcZKEI#%+!CEiLqTrX5}E;JOnc&e^iMK$!FELJyh=YWWI_gXUGF3I*TB$-B| zB?kW?(bf_E>wz<~n(ST`Y4O|>aW6^CT&O6!Fy@z6 z%^FiHR8i_4nkli~SUFxU?JQDFV)<+eUaGvsBCq+tg|QY8Z!LB1N}qEKkQmbFoyJ>~ zD2Z*Nr-f%;6j{yE%?Rw@9=A++wfyG8%BE+)>>I1trdv}nPv%NE!gC~CpQOlo#Fhc@ zJ8y78RxW|ZHBjQB>VQy!=ZYQr+k>U`@C1ANJv-xk*To3}NEM6^4Zo7M0*X1(3zFYu0^ut1syVI*QY+ z#mnPXpWeI8&NePMeV)n3S2SyTT1`d;4GTzHdKd2hML4J*o1qR?M8s4OumvoYr0dVX z*1+V|>^X6r1p9}nFE0^gUWl54YOp;F5DiB1SIO(t8q?wLxhe$6tEk#4DtSEuvUP1o z^aHS4^5(o{B|N9Y)p#R1i*?1!O|A$qHV0$-M?z1*d6euhE+aaVcb5j$ETfKiozYnq zo2l-0!*N~)aB2R8DJf>qh9^thv2K)6?;P40!LEfuJpN+us&Fkb+>DT)nVlgv^b4;K z`n!_bDx*I|%*HNbbF9&5tBm^UA+}a(M*D}`X7=lOr-~onLg5R&Z8wVX(uQFMn-0)! z&;mk$cB0|%nvD9gZ~w(h7NZtJ54skNb61dDugv_Jo4QBh3o^|Mkf~n-`urRR73I+5 zxEyRTX5JDW_yxl&Rna{WMfv8-Th%*c3$0PMV(a+%0;|I=KbIKYP5r8bG$tPAez15s zquQ_IY-R9SCnXB+^xUZ=vwq|XEdBUKIFqy@D;^OJ5 z*7~GkMF+fGEWZoP6nF|#Ly|UR6of5j^4wD9FoGJ?Td}eJT*eQ!z5SOR=^Kxk@}C~RGBxgTt~MpTRnk>4*Y=Uy7b)A%jq2{Zk&EwpA4B{6Wx*ALGe1XT5iRZYB9>$a!5S=+}NJ=Nq2TocG_eQ%y>Lvh)Sbk1e*?2Jd4Tw{%DBdZwh@QA`ryCVTRb}dR|dULZi-QU7{8*|R0 zQ#x%W+pZzN(RKksMgLhF|XwfziR3gKlIj4clFK{ z1ijd{su5VnZf%_dh>yu&w8RC>_G`>WC)9itU04?<494u-;_yh^bXEDZT-e<3h6cN# zE_K~ni&nN9U_IhLwf&{nRz?=G7{3lX?6gj-cDUCAGgkeIee60gOB%-NBgcUr5e0h1 z`mPL(aeP+ZDN!g@{F$#fe8aI-yL(JcueP4qToNf}msZ!nnTXmlQ>>=9HSRnGu>PqU z0*?cnS}w*gr0IHtybIgjcYmQ9%!20GWNW-lxq>ie{xXnEt1s*3%WSRAuzvI-Q7gU+ zDwKTFMm5`JsH{a0a_95>{QNOz!_7Uv9G;c#b5L_QlCMRc8f=cCjS4QhP=gu9{;+MH zB3Z4!z8%8OujIvIPW`qb?DEjPrf{zKH-1;-Uh z&hy<7bt4_#y%Br=>kci4aXRa!>ktb_ zI9&ToJte74TQs$@#2hk?8h*&eg{GZ!w%_Rcoc;FWT7KWO#;|Gcry^?AnW{c|yUe)< zOTC5;pOfo9Eik^zsQzeaZ6kQZ5dF6+ahT7D^(4c$uC~qLoF%UX0wE#O7{ccv%;`5L z-Kc(&KU1#3ynJBqX)9p!wg#h;u<-6gD@JnLgv%@0C$ucGvsfjmICjBzc{`QSX_$Fv z;h|hYM;CQhH1?WRe23kMIQuuKxtr$arS=E%JG#jnn}D_{;;iJr)!gYG<4C&@k$b9jK=yYm=( zc>b|c{I&NKf3srlGXLax-0;)+5VzY2MhP9KY{LTWLJ|Y_`nqb|QEJ{xYM3S_iOBr! z84^-6}B z(r$*AKe>Ts z&xmqyeWbh`8KS6LUl@vALb*)$m)zMss{7`F_n_E=+lm|?^kvmM-?)RU$OLFiNMDZa zpQh1;TX9M|-nUK&JHXrkGtFI4`EpDxkB!|Y*b;eTKdx9do8LHlGWA5tBFGj`mD|X5RC69UzX5_Gyt( zCl;=>R6B)I2};8PW8?_+@ViK9ATf{eQ=oGGS_gow+0>w_u(QCtwUAjS`_`Ree#=p> zCC)k3`ykV}OEdFRt8B5hs$uGG6{B64(?(|3L&`4Tk{sX9)j4i_NrWB;LSFJey88d9 z5>jdY_0j{PDVg2NloT5SBYSC)RLlt(X#~W=>x?Yrm<5}?rWaQkbw9-pO0;KcWj%4= zw&Dqk+8}K!wcOzgMJcJf7lj@0?ekLCo?>_FgJ=$g=(b^mie8`p;aGF5TxI`FZIEOe zrqAu@{K9(>a3>5F!o&s{5N|cZFmi4B*j7bRqSBFG$C|}0w{Ou3Vy}p~O5g1qUBP#A z@W-z{J1(g4Kh^tEG;cZf$_FT+3S_9sn{Ykc~L`~_%cwsvPmuqUimJ% z87sJ0OX0B{PG(4OJ`X-6eD(IbzbNEG%<&Oi)mvdN)+l%7m9~#4RT5b=CB%wkFWBSH zO|6f_sZ`Amsl#WFihvJlw8z9;}LUbwAfDzOS2d=c8{A4e-BEA6yzFVllO3@=QQlOsu8UF}SnW`}#t{rY42Wr0N+H z<_X7Fo&m`veui%LG5@~KO)up{kW34`st&1!Rp zh0F6Bxhk$?Mx3~ObY`ondm*o)bi`C3CwXfZv;Q%(hIniHCkQZEVZOm+Ei}`ci147G zaO3?DT~0gG&aD3HK88QN8u6m`|B4y$XbvbVIWDt)*)lff9l|SXo0NAvz7_U*Z_nx+ z#_m`w%$Z3Ub70;|ZU;VBuML^FG_Wje4&y?Tzy~xx#{*dX!6hd{x3^{Hgfc!XrXn}S zL$Acfx}kchfg^y+u>6J7Uf{9+SeFJ>$R^BwQ5NQ}c1?cE<(jbogBRpgPljylj(d6) zjnBK{F@`n!TO!z?Z8vNLe)rWnT|w<*NxW^*p83b!9MzBt&zhl;!*f)wPO@IdR_trI zh|r>U6Z;i+Nyb4QqZ}>Hu>@dj+-g^8Z>APUS>q{@+1ovdRBJExpQEL=gVJ>EfeoKS zsAHaDv>X;?G#oGNl-Vb}Pc<&y>;jbWxVf#5uLasGf`*e*UA87cnd4Zn8GHzC;DX4y z(Ov7}&|tiTayen$I!uk=Tfcyr{d)B!iTacUyOKLmDard(&lrARc5M07y0OqU} zx0|ot86hXj+DYEkitPROU9z;Ec1EW6do;XAZgL-)u_)UX`MyS0aM(*W>Cq_`u&(#D z-2Bd4w9f&0k6W7|%D7-mZQ3nc^TQ^|6CKAaK=|TV_w=31q@eBiJx8P+TG~jzjPO6R zStQ@VOC2Zw%o%~VG62KuS0C`77k>#v{`}h?W`O+a1wN9bCw;+V8kntL!sWu=qF)y= zbHmuqjQ)y>qr|IWqkbT!oMwT(`IR3Hx*+f9mbv}z(INX*vGp%NldX&WYMd~A-vku1 zqssD(cBERAoyeS;HEjy1Q=q<-eB_rp1tJqr`7rzhNm4y5@nx^w8RPNF<(5bwTfE3L zcAMk38=efs`W}gMg^1$A`i=G@V(3X?jeDuL`#?yr3w0v1lzFm;_NU-;_vG9Ybue+(8H_lDlIRZ1;U$nV z)x*h|wDQwBcN~dw^iTsy6DaT_H-+duKpn!%&T zG#{kG0n2#V4BdjXzVy`8T6lWh&5Y3vAa?{T+dSYsk!9}+zZCBj)dRzm+KI-1i_h+A zVCV`=<`%2CI+q`bg0^2GU<4sbE{w*y11RMwY(FaJZxnL2Y>%txMp;b`jrK6_iLDQI z1|PM$P`$tB7RzrHEo8HPc1XucHM#~?^pX5vg7G9XLRj=XeZG$=Ap%8`)Y4qO*& z0$CGNFpT)YdWCV zdVmFKBIQ$iD&FLK(!P9 z7b9+QYo9O&G_rRkZ^J|w`w@@z*l0Y?1Y+eFoak#Yy-rMypfHCSawRY3gxSknSJBIp z5b&SZK!ea8Xgv)nvO!JI=9!*{X)pHg4jp?zb^}u({^GS0Tx)0WCp=LmV=B+XpSMf= zr%b)pmv%uPZVJR&sw#;!s0fszH$muU1068Ga>sTu&D~ceN2f03xm}R7KXyPz8Uu29 z++mz1sGB6|q8=Ho^(rkPtgY}`HStXuknmdtPCeFi)itI~>1dVMTMV;@(BRK|o*e`L zUTFUM)&3%@MhH{k&urgmwvWkB zi+`pdV@7@YhSO0W7=u+0(s(8c7Ue53>#NZO>({);LJ<}dDN&?kwcmXq;8OqPeU}j% zGdly4a#c5|^p49bQh<+E3wmE>&i59G*sKZd-S2opAF&KJ{5i?C6M3S zCvS7RhQ#9_Ki(w^nYME%{>>JDlMiJkNe|?hDXe<3-!_y>0inz`&Z96`@nwa@ZnqIE|W{1OJ|XSO_28l(-Ey1HL>b>2Z*gK2?JD) zQAZGaZ2?SCNLr~5{`W1J`peE6^-$!+AB%7-ywSOp(J{@n^{9)hVm9IdSNDZ;nz3E> zxmdJNlw@d%zKo30qMB19;mW>3wbr^=k9UJV@S>Zx#mg`c<1cRm zgkG!=Q~saPcz+S{Ky)?>4yOL&)RAjOhKn&9;{Qy6&Ou{A> zdGxp3A2_RtDHmP8gUiq7S;j_qx>9-gPv?{jlbiRm@+wp>Yu1$bb0-R4t+BmFX7+G< z1m;dy(r7wto0~qf80m~*N&xv=6r1X~1I4lZHHp6{K>{T!|Lp@YH(%%JGSJ0wlyEmmf{ z{eB<7x+Wmn@;jK#g0hg1^g*2ssBi0Yj8G~zL@vyLElHj8#d^X_s^gQZX#vP|5Cw)U zGuFhgF2iVUW1A-{F*Q4;qcD^1TA#3YP4OMTA8f8ht`%pzI8wxOH8T)v^YzX9CWS1A zzI-@UWsL8bJtuX7!NR{Jy+gv{1pynrn3qHSE9Co1+*M3lo(~NxV-i;FGq^mqR<3Rf z5wIYmn8pidL91FzMj!L{i>^O}g!Bx+wKt87xSHem zBY}FMnQ&v=L}($9F>PW{z`FnWV5-9_VMa%ud!PR1U6=+&Bm^k6W}(+K1*xerG#)EA zJ~A7|uMC1dY~$HO9c9ncw$m#n6EGIHp@mCt!JrK*K~|bnxLcv#0!0^Tj-yp)8%eXc(#0n1F#P zV@-p3HdQv~#_>CoA6Bdd!a(XzXF^csV2sR=3k;BilSmONqnAEQjam(z68d1ur7}|; z`i98{9_GhOj$6nYu`U_Pu7nW4q+2qd?le96#WzE`vpm;pux_(VIl*ghGmS=GiUOg= zvd!2e^I1j+CH16lPp5DDvXlg`YcyI`ZB6gB^MoeExyyebhp6i)Ws7OEClUSms3g#& zpGpw3k1ZW~XZIJX;o2t*13|`L)yZqSyZR2rI;^8JlY^HR9)p zLpPWWR2$xrwT*cS3(pqcSl|3eyLTJk?SyG}ZH2LEwF<0>CU~*A!p^4nvV?t;7YusZ zjZ^8{@&Z$fs|ka3B0l*1-nGh~ABZQM3iXWEl?>;hxO=ju3uI?H3}I<)GBQ@rJB9uY zkbxNqL9P?#)DlIeNqKyMLzrL9_~SGe`*C)P`O&DOwt9^jno}I|8dNzNGc+R3+4b`< z4TkJ>7Z1CtURsK5N!CUx7rO#XxN$>kj{=m($M7Tgr|zcB2bZb(i;d@;oC<-K|1QIJDRQe~&-VF+81AjySTrE;5>Fv>^k=&6f1U%c6-`07%5ab0-g*tN++tPYk&+~+D9!5P^k zH6#l;q?KvTO{9AYFBDUmI|}N?L_5(uAs>IZyV@I{LS^v4yUb%0ra7Lj8k{FeDYKR` z&d7{;>2w?&neQm)AZxDkfU0UGx3bvDGt^?MR4~QLjO>9)pJ;t#N(Gi33J1<>j ze9fYLpR{bBzI{7$HOVS*sqtL*DRxyvG{<>pQa-fOU;yPQDlEg zfBPZ#N4%VE()=rz`B4?CYNH0{+7?dojSP+3LMbNJorTL4=y4Z{@*y%!4*i*>q##v= zR8s`~i^{q5-T!6ZBwQPRU4mb{a(~rG*N_f(lnA50O~>=a;`&AvVyoDO1Y=SvOv4rP zVRa3^V$LCQ$BX0G&pmE8AD_Xv$*$r(Q9D&0bhzLcKiJG9KY86+BT;<4*R;B$0ltm@piMix?GspOlcKFpxT$>gCw(=c~y# zxB?F7-o%COU3R?{1Fe)n%jCjr-X$}dhxU_Kx{Ig8LWVaLt5(yBb!j`=+0t$<s{f4S*X!%rC3N&;0 z7kjMdM-7%#i`jNS8n?ZYZK&$obv>-8#6}Q zA#c}ScFC@Hiog56Z%{J%Q?6E)_FWiyRnOZPgU!sw-NN0Prp36x91jZXfnt^C(a~{K zM=iD;-7*KKq($Q<4L#y+86Eo%Frpe`{rjGG@?Xt_2ugd$KF>d(1jG6MG@o)C+;dPp^&ht_H zOF5?NP{T5LiKTH-Qh&D2vbUelSS|V-65!C99*|7)F-K>nr?4lv{Na&qG2iHJiE;}g zc9J|S`ka7oKbHsF2UU?dlet%>j`m&)()Z(9;f|lkBYCkg7vkqH5(s;x^G2|>j5}$( zWaOLBSWxShT~O+(3nyHjR(73jKUzlRps-xeGC!uB~ zNp*55ztF0;MfC5;+ys3iiB4)Y+AVuCVp8+x>KBDnhnOD>#R@Ar?sXwx!S=cMYu4v) zwTPKx?%{>XT{v`d`Ia$gy^@OU)aa894(k|+p>2UxaUHQ37L~Xc#bpB;5-~9Fq`@L- zm}BNkabIQ54-3)f6`xp(JZy$C23Cg$HKS2Z$HuLL{7SsaKRYLV6|nA9GrT#FzD^)Q zz}Z5vV`GQ7pNl|_b@(faonAegFkw2r=_4;v1HEOq(5W{;SNLwI_~a>X3;4EIWXJR%&qV4uBr*SK44hBH zL%;rk4AP~$32#5(f&YHTfkI~GpHKYdeI1a911|VKF9Hs9>`#&pU;Dqpf&Nn-{F?Fc fr(A#w*`xKKH!3_MP;>V$_)kGrRVG*Jw$J|o<)UQ{ literal 0 HcmV?d00001 diff --git a/docs/outputs.rst b/docs/outputs.rst index 4f2d5d68b..8a8efae02 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -527,6 +527,22 @@ should not overly focus on carpet plots and should examine these results in cont :height: 400px +************************ +T2* and S0 Summary Plots +************************ + +Below the carpet plots are summary plots for the T2* and S0 maps. +Each map has two figures: a spatial map of the values and a histogram of the voxelwise values. +The T2* map should look similar to T2 maps and be brightest in the ventricles and darkest in areas of largest susceptibility. +The S0 map should roughly follow the signal-to-noise ratio and will be brightest near the surface near RF coils. + +It is important to note that the histogram is limited from 0 to the 98th percentile of the data to improve readability. + +.. image:: /_static/t2star_plots.png + :align: center + :height: 400px + + ************************** Citable workflow summaries ************************** diff --git a/tedana/reporting/data/html/report_body_template.html b/tedana/reporting/data/html/report_body_template.html index f01b17c86..008713715 100644 --- a/tedana/reporting/data/html/report_body_template.html +++ b/tedana/reporting/data/html/report_body_template.html @@ -1,4 +1,9 @@