From 5d5e8bb9ef8284c0cc1ca53d55d60a49d1b44ab3 Mon Sep 17 00:00:00 2001 From: Patrick Hangl Date: Mon, 21 Jul 2025 15:49:07 +0200 Subject: [PATCH] Erstcommit --- .gitignore | 11 +++ Bilder/Thumbs.db | Bin 0 -> 12800 bytes Bilder/fig_anr.png | Bin 0 -> 14089 bytes Bilder/fig_synchrony.png | Bin 0 -> 141554 bytes literature.bib | 14 ++++ main.tex | 176 +++++++++++++++++++++++++++++++++++++++ 6 files changed, 201 insertions(+) create mode 100644 .gitignore create mode 100644 Bilder/Thumbs.db create mode 100644 Bilder/fig_anr.png create mode 100644 Bilder/fig_synchrony.png create mode 100644 literature.bib create mode 100644 main.tex diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..5b47041 --- /dev/null +++ b/.gitignore @@ -0,0 +1,11 @@ +main.aux +main.bbl +main.bcf +main.blg +main.fdb_latexmk +main.fls +main.lof +main.log +main.pdf +main.run.xml +main.synctex.gz \ No newline at end of file diff --git a/Bilder/Thumbs.db b/Bilder/Thumbs.db new file mode 100644 index 0000000000000000000000000000000000000000..7d067c1d81f2192a6d7c042c8fbca0cf81f8c915 GIT binary patch literal 12800 zcmeHtby!?an(o2fT{^hCy9Nyq2tk4*xH|-gU;%A6|5kFVa+Zv%e_iU0^60x1BXqY}UG5lAHR&zS&#O8zVSe>4KWQ1AMC{(j?kz(P&r?>Wao0T%^4 z6!1|XK!FeiA{2;GAVC480st8bP{<-CU#s3vYz!304{hk8M zfI8rby7~gasG0lE2WkN8uWSCVw&5RDKM9mBIbBElTYDi2NC1+66$(*u>yb+*9X%hwtw0~I-`lfFP8RRk#|4zyNmGR$l1pd+dBUh0h0n&RK+8O{F+FuMi zavit}U}9ikVqoH6V&dT8VBz2q;GqHmG2!n(O!lV>;a@I)zWHPPyAd=@Y-~bYLTW-n zYD!{aV#?nUG3B4Dk^QF{=?BPgflM?21C13xCqu&^LqiS&Oel903-z{tePPr+ItC^d zHV!TxJ^`vg8!2kHz`#Jq#K6MBMC}4-;i%^TCK(nvi--y~#RD50Rv${ysEk**Y^rYu zs0`;%*u`vpqw(;mX=v%_IXJnvd3ePoB&DQfWbdk}YiMd|-+O3eY-0Mz%-qi2!O_Xt z#ntbre?VYRa7fJa*tqx?35np$tn8fJmwEYRQjE~RS5tG5GqY+{BdRJOkJ_|)v;+Z?CAMf;Ov z|2e^;|DPoLt6={w7Zf1GKtoL)1{t6P+}{Q4w^e%Bq?9=FRZUuJjgbj^$}Gr z?7|0v(QNhcNgj^aB7s4V#)vs$FF0Nd5=g9fG7-MYf6`69n{(i!?u`Ua3fxM5U=$z$ zbZaEAQ-cJauUjI4QpT+-3LGRrW%kRlOwjU>fm4fDDV)>`+1~+*# zhYdH@EzPx^e4NJ{Q$Jsm3;tv&XMg%JCMLhH?&{f!dG}jLrxUr$3idu}1=>DsMP$yn z%pIc-jiQPd-+O8`)$A)8+jJXdob<1{wi`4?LE0S79>ttFUJ7@lBH0~HO&?d#u^M~H z7^h{o=6q_*hpU||X!7^D4i1zEi~I5sYR$dDpQKB?mz-LQr@chv~M%_k3BNsPurJ_?hig+C|_~)^_Jo!XJ=6=LgV5ynE;q`xtHQVAB9$@9l?dF_1uI z*T&4(ZZx5Yt?FO7Sm=mf>@ea$rYu4afRU-USk`2T5-rxJ)-7X0lhWK7jE(oss+D|%c5``JpL=xi+*r!tCDY4fLT;0T#-m=NJ?KSW^_A;H(@!2r zRs0(K`s3pR`>S)~6vYLh_@7v<6B9)4XR(OuC{8Cf#&3G( z0c6zIE>hOA77QErb}&QhL@*nQCid%&h5$utVc*J<)PjJY^2TjT5?!A5iQ(ev`0+ek zP_mAUON}{ENU#3Jchespjzh!LBCh84brSVM++T~wFiE{9C;RKlf${!2pg$_)C2f9H zb%VM4EpefsuT|jp4+^D{l<@w85I8J+Gd{mdVB<#ZJE;AdO55lhfDIVMPSDcXPG$D5 zLCOiO$|6NtH#8r0CFGy=TZ}WHh5ZamsW{*jRsTLXsoyp zT~t3e1;&`{ROs0Lxs)*FuEA2nQI3TUnfz{zGki}Mz00mM8Pst0sc)0f=n3^H!BryE zg|oxW<>;8b9V}^m<$MaJ3u4~2tMoL%4~n__p>WJE*bQUW_q43%ElY6FB-&X{W=6JL z#jYn8Yot_7RZDF;ZRDemPF5&#yX=05e0x zErAQujdyhGSFxQfc%%ms_$E*haX5&-(3Cfg;5fV~^zV>&8bc^8$&1xnVRZ{RQ1u)! zn!Lw#-iw>msY?B*L)olhiIq=~O`&SZ(eox+CG(;2RWCliCWy^)|l-ncg?_^TB0V7CUbu-tyO1 z3Wf+hTs4NycqnA|k%`8~DD5gWAc0;tBv4jYx72V4F}U+VtZhHx6ONxC0S|DjEBi?) zSj%QfOS(yN0WO9F@b2{1MN~go3)c5S0(bm^EjrW`kpK~d_BzClYq@J`HMM9*Mx3BX z$NY(Q6k=09KY=#K)KbkL*jk(JE_1pT3#<+_sHHeX0GGaDd&j`~Yh{px6t*_&#sN3f zy6{u+Qaof0qJu91{CA8*1=s8{)+bdCM&3z36fOusu%GCCk3V8vWHL;JE;A$q4A-$w ziR$?a3`_b9);LTh*tM~4eIH~`9^fXW6})oOdvmJOFCdW;OufUit1tQuo5?BLCQBH9 zQU)xkO4q?B8IV125XN^R8xa#o=632Tn**T?Nxsa4LTI!MgZ7f&ySYo{6pIO;-+K#o zh7U11>Sc78Icc9PL;1YOv?PQS8OAyS+S(!7Waav;Fx^2|yDgZz3=+46JE--6wr9M| zM9oU0P1gBT;A5KCMMg{O`7^|Kc5R>C10~4lxuPWKT3|oyov{yn+g{U1K?AP>*71kI zWxG($a&m1?^p_k7Y#lj957{OivEXg?TE@f4sq@$!ZYNv!^hsg*zp7s=9JY0s(cG%) zZ9WR_>79gFa-Iv0Zr&C4ru4Aw2a%*T`KKspxcp!~3Tmw2WeISgb5v*H!kxih3P@P- zG4_b+8Qz;s?a`z44_8H$v;+ zYcmoS^D7G!grRn{M+Qu>^fC;3$8AU;rbz8s*+&B`BDY~h$sDSZ`wN?RHrbc`s$In_ z*!y@~Jd9H;irT(!wOL=3pyg%C3f&3nh7J(kg!Zfp%CB$_O$9yQ)N(K)xJ3e-*v!pu zZ_TfRutgrzz7SO>I_U7>cGBORbwF3OwaaV*NBw3i~+3aInj9U(}s|5omXpgf3sa^Al5|9zPizVMTlL7%Iw`wPp{NoG&qt2(94 z6cC=icdQvZ_)^Co87fmsV&6o2Dm5r@*Q|TVe!(eba#`TG-t*aFMJt{hx??+84&kT5 zia3F986pm67abOV==Cek5EHJv1lM|B>(d>Gmm}%Ewy7{2f;*Jbe;y~p)g_KQnYqoC zQ2g!j#^&9ioInjX@nAfMUTY>8=o$W;NY%|j1pqUpZZr1i}8>^2?;z!3JK6y&ZZy% zN3Zxzxt8d`8|WjC?M|II(phFvcM~gtq})MC_*=cEv&hCSakTX?>640L+>?#=7_J<> z8hau-Te?6{W8hi+RP-0o+TmD7fMUrQM5EDsa#4bvUCov20}^Tm)oH_rEH^AH!!l1VH6{_O`tgH2nf&_QB^f+w|@oA*gB>4f{J)~Zd?U9mP`Oo#G)tthxu|5b%Cr#Z?O6F-FNeyEvw8k^RXGDcmqri=O5MM zTe%=WifXrP`^$4-^7{&x-&x1lOZmI~I^BZJU_*irFB? z1P&_tu1J)S07H{bS(#aw10*8;nqZ9)XJ~!=r-JFD-VTzBKroC=-m@TaB(C4P;$tB> zw%FsWZjBQ06tMxi?8%()7(c38NWts=kM_lQAUvvo#GgDvU|znexI?o?bskk_YcgOc zWy*{7Gj2vF=}%D;6JrloO6zCoA4$I6-cX(J+0jOtpZ|`u@~|cSTwDal@qfw`7=w4xe_rU$f+k4Z5Aq)PPh=+G%zjt{lF@kZpIR z-6~hB3#^5{A5|BTvO-i>;PrtUj?La6u(pQ-g&yljYnSm}`*(ZGs9C{Yg`oQJcdX8w z>qk;zxM&${_)lc;&N*-8?ZbDF86Zy%e4gR7r>ZQ3nhiQidxTkmXVNlk27pSrl)$zM=<;IX%KThxB zR~9E3P9sn)-LP8kzjEYZpFc*^jp4GB{g@Q|GHfe=2X8Fr)0OpY!R`KM@d( zh$+6)n{V;jp*xssBlle6nPV`T2|;0br@ahESWOlvDmx0aTvP*fU4FZ{I+_I_pb z)Yupxws?R9!10wxV3qA568MmWj~(Ej@yay-nhQnD;GPLq#Gbu+=0Cb4e1CiVIu-92 z%We5trVUmaRQ@^M{><4s45I1PDbVn4A+afbD4H@or{`sO0VK~oZmOBthVxL zE5h4bdN($Qmh6OxdPuc2?|9u9+z)sq?X&7^P8A>5`uS;*APZ4Z_mLWAiLY6zS<%a! zKwC3diwM6qa|-=nyl#fPo?>+mZAEi5C{G4k#vy!lbW`o+jJEVHfF{?Lz!+#Z>^p9c z1k@ybu+k#5F~QVcLNauQ<dvom$&p7GpM~91X~sxvtbzx1?6TSV3ECw3wuM)e zKASHhf$tY3NMItH2F|r&a=C0`o|6<|pS$oYU#2otN`)n55AC^>=s4P=m-Z|Nbp0}= z#I93AN@P3Dk2n`eXKa;v&IzbGh1apN;7RYO^5q8StoiCcD>Eo-*`G8GKYA4nT|SmR zdalDb!B}h=!}x6bLfq9iY^a;`nQFm?<2p{$yz+~qWwlu9huzAhB40C8_0crB=1o7# znzEp%pNYF4P-iZ(*GS+{JvP99)K%%s;78vrrfbB_0~_U;nKxk~m3o!G`esnPk#ldp z|7eiudaPXJuJr+(m8x6F8+n1+soLqj;!W6c6>v6N&mL3alc5 zGj+bKvbD_zmP~Li=)o_7KqPR97(*>i?*CoUS7(aT-?#JA_4JFA)G)aw_ zCuW4!aZA?x^7w|f;em^DEMBYrzW;XAMZTTGCe2eRNnY!n%t;o#ySI)9XGaZ)^$`cJ zCA*)jRr2sm$?2iTQ{(LM+iGa9vGD`d8Z_m8jM6*NHBruGi2xr9@vC3G%pO~7TMlVn zy20=4jxT547q5F;(1OzhDyVJ5myfuDrRM&dt%9y_w(&2g`==O`|q>r>|B&&@)j~ z->Y&2^)uA5K$%DBgqQxEhVL)WTolXqWAYqyS99SV_f?}?xFPQG4-m$sDvyDg%q}GT+kKrdhQWTcAN~qRG)kqIvpxK2oL9G z(v#|HQ;Jgzgi?6agk4c z8azuu2r)okg2;Mgfa7F#V+^O+az0}x*}H$Lh$m;}lYJdIK*vZ}^G(m$L?fzd-DS&7 za@u0HJI6(I;LTA=zco>*byzjOTt2Y!7d6L7IE{cOhj1-_M*`~j%k?ERNML-dEF7iK zKMWdN4~h@ML210*r=yUnpg29r%Ob^a6_%FHMB%YLpi+oWEe*YQ3Ict1~pz4m8vwMUD`j=6Ml5?RKB`skHmgOUPQ@i>vh8r$E zuM=l^{;wQL% zQwh_dVUUwf^CD{xgop8irTKf$_M{#<&htIvguNH&%R3wULc%Fo*A|r~dfVDKFHF@Q zJDI6)l*1CRpoQ)kc6@DRo{)i!&P&=u<+KM)GFNXAEy^gpt&2Fs+H#@V} zGFb09pU(#4YRUE#T#_?5dV(+`EtUU|?{faBI z>o}!kaz%sH@}{vgHsq<0^NHwhu)g{A^)6p=fqu&p$j+o?UV#4MdQi1KDRZMJnl&vT zz?iOoVmB)D@wY2kUmgF5uliSfjYVnVkgK`38`=&oSgkW)d7I7ewxFb^V_Z|d4F%My zmEQEm(CJdK36c?pLm?+26w7tzWK-|LhMPP%;K)@QEXL4PsOiI|QS&7whR%e)d2C6) zAt>|#q&f84kPk&(1N_@q0$u(J?Ksv%b~+ozu4?9%nJ%%#N&`L&&n z`*r*$Wr{`Otx^)Ak1cl&9&j_$c_Y%U)y^Ei>3=Rf4j!GtBVb9%(QDvDuc(>dd-2{q zsNncf#HuOEQ~dDR%?(55J8C;h78u!RC?uST`l%-ps4?=$@#2ngJa0Je?gN3BpT)mu zK;4)W>mF`?{iEfvLa7fc$u(jz;zZQyv`Q%Q>3N`AsKUs%?@mG``0xGLN;B;=XzLgm z`IE83{hs*Tpe;R6rvyyt{*Rk7sL1BZRpGu;M}!NxU#Lh7KLhFM8$ybx%Qw}SfmB_O ziW!&emK4|bUR$+n>Y&YR-m_!(AQ+fsXx^-M#_&w!E=5OyME)wFcI|V>Xi|8M7E8NH zw+V_0qfYj~O#UP-{j+xKq@{-i38-)@i6N*Cvy7x+Pzgrkv^)>-KFoEj>C_tK+VmRC3u3`&soQ=-#YF+T+gU2F?;&JR^%*o*Xg3wO6CMf>VCH zlMz8PB$E?48!(i$m^q36g;@%py)vzOpp)*}qDgjA7IX}kzZ5Q-o2qd&WV4POzibhG zGwW!Gt1y6_mKZ_qj-dHGQMWP5anAYZxubd-FI81ub^&v<#Ry+TxI=~^6-xy+B;>V! z<=T_?ppj`F_P2bsVl^CUkvJF%7yw2{s;o&B;m5X!)H@XO%%PB~!gaNUx(P;${xdEe z6D1!0$@3|C4I{~;kLfh*j(1N7*Zg^o8jo`LoCy6)a>hvjm6S_2t< zA(M%-)j09*C`C--K%kzhUE_hs1h&|KNnnC7gBNj5hijBGfVq@e9VP~eQ99)X(}B(I zdOeTR+SJHbUfb1VKW|MX89&o{6vr8@JC0DidT^9~Rrz6+6&rjo^^ja7_L!P=@~CUg z)?c4rRy>x>GLLNonqso?^UB>^$|8@y*!x~JF1tFfz954iF^2ocOfXtwfD$2GX@!4h zu64m-_ug`M^pNW*1+V!u_%7!X>JrJGm}%_CYHq z<@%%NQ#r|^v7#YQTDq1eZl{S}&FW>FvRZR0uXEE!7{-mwC%*`f*b%O7e(oAYvng&n zG8jOF?eh;bAR9f3EE zO6-6b9PU?9%#mC7F0DX8*>Juxop2A@{9lt6Yl9Jc4b#(X(PF8pd33rdaI$#6!Tj8T zcl2q4vK;TgjgC3Ov+~0>RmB>j`eMZI#b?e)rLo>f115;2V&2KpqJ@xUao8^;WZ zNz3rsy|B8tPG#}0#SMWMgCtYqGX{2yq+{%)kGGG6ROTAL9p{@>xk+zwaOoDxy?(ST znK4NIp=>a6B3bIB!vAL*mEzpWt&9iC10y+;r$Bu~WkVGAoe&=&ffQrV-C^o{7&N>n z(XwaEXu%45d0W{ClCY5^?^;Vm^%ATM(BE(-de+$w@jqv;D44HasOpVQdYe5pmF2sTEnlCs4vKx@kIK!llkwQ#=mhJ z`0fe&Ecf#;ol;TUOWHKq7oJ4}oRqt_vd(W`YYQFknY6iyHX4+TB@C-l@x6G?`sD$A za&6FXf$}s{5u*Y)T>ISbWdop*Kcxy`;qwh~|p*~wbkKTH=bwtu^ z864LBoo_mRx}OO$iUjyLQsJMRd94^Ek`yWng5scuFA0WQJ5y+aFh@VATB1H)_KRu| z#Gy%HG3R0e9w>{8c5rchnwzqDz<&4)G>tm?2k5CfBY_aq5yZYNU9G~Nrn~4qJ?{_v z^Cl9w_!3;qx;s4ng_oMjZg!H2`@8KMc3FI7_M0Za(UXy>&8*xW$#giBv!{A zI$FEioNp)&dPL)4`pO>dWXUDMjFHvM3_nb$GwR%=Dn}46m!krXID>XKGUINaf3m*r z`a0*QZBzHvR7zCcze=Kqo35XBX)JkKG-oF8iigrE6}b%KRu7=piW_bo}dxv3Se+;>Zg zd5h{KNvinZzOx|ZyH(x! zx9)rTUjE3_l$X%bj{vhG-Y_NIAUO@-FnS>`?HDdQWZsuFc1f-&EE@1)nb~YnB3s8D8#MG}Ysm zvmH8z{nO!dclf)Ki;|XC`m+1lRvf7Z?hbJ$J&eROJinGD%oQxm!nGT$bRAl-BD>B% zF-PJ(+>7b)WG1v@laa@l7pvY{71&;6@F_kvD`QCVNNGQM5@Lt5$4I>4j1lk`&*-;z S^v{3YAGFs+Om_!c~-HaWKg+k&uvZ!v)nwD0^?#9wX&C@QTp{eQhn>WLwqk<|bE*>6PiSeeE zmP8~ZQgU+i0DAMpSTz-u$fzhPYHD6VK?N--D&~JzWR8n}8?0_Pz7LU?)f5~vIXv9f zLP<@zJvrV`Qp6!4K|n%8MMb3owiA`%CmAHZy-%ARl zz8diI@-p)BYMU!X2Kt+R{i>#+!pzD{Nll%Wk+`-p-q+Xi-344zQzRiH5gP8#%g<|U z`juZ;SV>LI(Z$6-I2aQfTU0`Vl8TCvnc3LXlo|k#ky9WcBV*;@5EK^W=I3YT=Qp>u zCL<@ue*Kz*lM}$nNkBwYQ&(3|Q1DqrWnD%_772+8NnT1^!|lakMtIf&Z`?5tt<*xk zZqlZm{9*l4dsWXD}UUja2 zK_Q4{TI4Fo!GAq{c@t!u)9K zL!az}uIiq|c&ho^ag2M!J2#d=J$s9icuMK2iG`^F+D{o*;#;?TJT#=_PRT4tt5ws3 zQ3b0b8Eze0(U|G{*U%Y#h6Q=AUWb{4Oe#VcReh!!pqc#>U+|##b z@)3T$8>ObUr||}$-euX&0+IoZXsog$+m}w+a_TWvL($278`L^Y2lUYA_1SwTkq+A# z3p&)Czy}^LCV$X&nK_ZDf5C)&fY@c5w-=?)&*>;-3w@x`Mp$}{PFc(7S%-RJUb7_# zMW{vhMkwy-EGiHK)W7qr5CS?2Hrx%~__fya{C;}_Ta@^nUbM z3PTy2*%!?8vKV0O`z!o?OWtM&K282*>zod|@S|l^fTTQa*ejPLKLH3nufHQGU=kXS zZsrj4=-PgU6^pHn%%ag_q%G6(V!9Wwz)@+8BPZ9qv+%vhiRWF+dO{eEl(YjxizyGbW!ADw*(w@MQ^}(i^;tG=qdVU`_Ho^N&q@pr3h>97iG& zuG$uZMdkVkaMG4mKk=1U%C;6=Zt2-ZHM>EP9-wRj?v9TUCSpfjP+?Wr-VzbgD-b*B zCi8d3vmYZ?Oc5iyf;2^8EfK$D%4Sd{ZUN%gk}3PJf5`JBy>d88fIbXnfobBPs9| z7f8U*d5j>v_454et<^_fgf{duuqOWDugf=ig>zS{?avtm#e4Lra0kE2@&e*wD!zr( zSylT1lg015D`K!9hNzQWby1#0hp8L#EXqFB8rSHAppYqL?r1^(>KPi7PTcg?As&h{e5fVtvs4aJ=m4v{P7Sd5u3$vwM?sOTtL?Wm7LgYp zJFdKg#7=43jy^&Rgug_3$<~aG5A3WSsw96vwR78wF!=e1F`+4(J#DG=mkRbBUG`SI z_Wkrnw!Lv2!owHzf+7}8?8U_6+r)Q^avhx?90k5~3_C#`?puteH;2q>sll(Ee}XZT z89{YMI#}o30Z9gQppYuI2PNz)MQAIu)#HK}M{9ZQ+eI}Z+X%A>r?93%#mXwzBFMp*Yxl)IQ`%k|E@f&5ispI0|jV zw4WUx$Usz`?`Y*y2QKY#aW*->sOR5<8fIm!fr3a%3|yB{Rx3*@?~+|C<$cCm_w`WS zelt>!`v*JoG{==L0YJ@&h?}fQ(GLPsF3P`l137R zeg~MM;X0d2d}cPC(O=DRq0$G&#M@IDq(j%c_GYNZ#p&ND$JMSnAtww&|Kv#|2w-4e z-ib6bIurI5;f*OqJ>B}{Nu zNsYruS90A)CH&kxOyU7G*P~S(aJ+LP1BvM@u!7c7V0AX5Yj zoCknRGodIS=GMAIp!I>L?e2+Y>`}4)9JBY0l86bp;cW8jCN9Viu!DWLz#}fS>Dh9r7bR+p;+F}_IU*jK{(R8o-(wMq~(*JzTgQcUrbw~L6=J~!x zy>a;&)c3*2pw{%>FQU(HT8-Qf@J)|=qbgTm+NkzlOx zB#JnvSUr>b6Q8nO)$PN3njPg5cO*gX=_AI)6bAQF$l!qK-B3F1rfG{v9mM1)e#x{b zviLaLRu=_fc<@$<<`le z>yT0sx7slzQQp=<`;>c zwb$qQyRAr#8RV|q<7_BS*L3WPK}_lt|0{gDgAgybDr8SWmy=>qmvzA>zlU577Z)nP?rqWzUSzTL>S`rhc( z^ovPNnKnq!0q#pquXXoMvr$3C+f;a5N@m#vB&XsbAk?EPWP>Yt$Ca{U$kE;XC4~Zo zlRzhk=++MfTe1OAjbFIHL-uZxvJmf-_Gf)Ns78Rmp+rapM$DY0#=uR;UGT1~4wEM( zo$?K2ty(*SVM*W{AtaxSRE*P|I&kavO_b9Sp29BtF8@;t0uOaP;*ty1t@HGY z;D3>q5#)R$7cRAM6+;Q*u8*Nb+6JSq#m0OMA--NNJa$9ay}6n&N>*mBUo>=QT8I zM?yq$h3=}H;qtmb?HFMAN$XhU?+U|YE3L-J0*6O-3bixj)zI0f%@7_Sejl{-fmr7H z9oSx8Cy4_Vba@hpF;HH>-T~jLHIzMZ>Ufu;3Ciqnb9lPH|JXp!J~D3j>VP9Wu$!y4 zBhVGXe#~-Sw6VDX*;y0rz^7k$ZEgaX6fvrn=G0c(XX`la2?L&+(jT`jI(=p~bMK;+ zJcz9(0?l}TGfbV^NRcfZ&syp)Uq8L1!{P2Ff1Ok;d?!b?FmJZ3vo zAW0KvB)3%}^YM+0(tL^oso}~*G$s8SY8gyKG~Zv2##5L@c-@hKvkZ!z1AKtBDr*W# za04o1tZmbr!o>%Ee$M3onTS&ObyH)91Ddb&5|c{ZTXnhk^N3H?qg1?T=-WrN77}he z`5cFD23c^drS+gct>vA@g1Z2aj46PZEZ*;XDsK?jHU(JTHxxo@d;48`Xa3@E(rwj5 z=Zy~CX5z7TO1oXw)h<^*j)XVB9&PXU&CN|6F``$ItY`7j4rI-V^{Ix~$BvIkG6{}T zJ|Q>$D2S?X42HBR(x*RhrdBBRJdSL6-wm;puC7Cj8`ZPmWlf{@ulO>96Ww16vjpF)5`KPGc^&0>@%6>l9?xFx>Yi|_!rkx(7fV0LQ!Xi%2cC* z1&Aub+(nUI^Cci^js^G%;OeRl(iZWe%u{bv$7P`+auqX|vhc`WfY@Gro?=H#yMDiH zTKnuh>B+5Z@v9&*QH3XPt2U=H-}9n}4poILNc$z=G1W#s#P}}l7QZ&CVLEHdH-7yO zPFbqGDVKl)sdtB2K`Bv;4d>IG<;40{TbT(qlv^&Y1J?oeGV#G7#rI8~NriiHnnz@D zEsnxxNxs2Ggp|@Aj{6>8tOD!99n);xn8Dj7IZkiMK-%5S`s0F30pF1wD7&|n2Goms zD-KPW{`VnV!iF&mINKMQKS>xL`6=;~B=f%g`tKh`*o*I|@~3pbD)QkhF2Q9!K;DNo z3FM|RYud1AJhmwa>et8oqD5y_`jKG|4Q=4>r{L3{*aW1#ACG7l6aGO=Ez0~k&dST_U&Fq)=KIO#&Pn|#`A?ECV z)|L~yP=T~yq;p$^c_9|@c&j*p? zsP@SO0RYsLL{;g=I^w<0ZZ%O+bXV8gi27pexcqp%`S<7$O*_bq=TVjwYL-_w75j#i4Lpqzv&mvKafM@Bf*==tW}LpLj{boiaS_^{JjNvj|Pu${OUe>OC@pEh`X zImVJUeM-B(A}!^|hMq5F8j*mKnn@Ww#a8YxJ~J~oip41kNqMFN(K)_IYYDWf5k9up z#+Y67`vJ?YxQ5E(fc#ci+fT-aJzK0f3t!wHUTLZHM6yvg*`#y@N$1z`W=ZBNprjyx*8}UQnz}~LnNWL*#fzGKgpRr%RZ7-W0+i_ZR~&u0mJfYdWL`XqNu(CN!d3sgu>~x z^3nDtJABh5oNm$T<(uu@4j3TpmN)#cx2<1CB@a^N?ig~}l0=u?Tpc#((%WAQKrkzD z4Aj;!Ik2GRj$Chypnr)yWLwY{`2)i~I0>X?qlrJwE7ViV16R z{;k~xxM33ff@4Nlapd~H%udI)>`-^eGMUoPq%t;nzyQ@TjQi2Y)4xJhDe?WA@@dDU z;9YZyDDI9gQ7kOb)*kj-a+esFa`D$;BUn(czC_`Vkb^`&ok24kzL(toVcm_H@HHoS z`-pa-2}6$6+L$g)u=_>az2#!%>ZvfO8Ms)>u#d;+P?`=WQ~O0CfR=i$N^ltfJk>MM zxQ<@Gj0cwgZhJtE>R zkeRJUXnu4O2SLoz;Y)}u?4p)UocSxXQT zvJ?s3TeovY#*bcd#$iD|PVmBl)X&YOus2HO^e>Azg5g?FR`94G_PT&0{z0YGo9_ItJI`nTOVR{z34b%!RFkPmOQuG7gR)}o5SkGtHs-{*b{72tWAgb<6s$F!3YNtHJ*x4)|sIIL;fZFb0R56E3!gqnT*l`+* z`H#CIO`aSNwFfC^C4j#U9UMEk5XbN;R7=Iw%=sE=m^qzMLO;6w8YhcRAdOdG7u9ri ze6qtXy(HRE$PufXSe_Jg1W7QE76oOF&Ds^MWGxI>@u?+I!1z@#9=^T^2$6O zgKcbMluda~GX7J@S|;s}njzK{3xHL+TrDGBj7na#nETDJeNMGi>yG|2I}xelPHK@mmDAmi09UrCo4|@Qq~7s3R$4R+ z{k_TQaB|L6g$2QXefogN#Q1v|E%6$vOUZ0akQ)0$LhASnHa1yTRelP(O+0MQsOAE> z_u3S{LATdnLD5lNUd3NxGN|$q2;ce|!mVo`^!f;(oi3i;`M9*lv>9lk^uwc+2tz8< z9w|i(ewx)w!k46^wDbL!P?|yn<<0X~WI(lt0S#^SaZL$8+~~K)-n)scmAC^Rf5wW( zZS;aScKO=TQxt37BlE1|5%Pa_a6^*}Ht0p9iWX5i31FcSDX=>JQ#mmBuoE*lOc~z} zdl5GF6BydD1^k=@4o5Xh1sZy4UK%~vV*UHW`J}tpUPziqXb-})hD`O-Slk8TJ9kKm zqPhq-muc`Bz<(!~C=+#U?;L_M-euk zOs57St6lJ`x`KCo`dfd%(~Idn$`_}79T_e@JQsj$Q3i+8oAvU?9ftnEeD7QxOE?S{ ziFL;T=(*u{6?o^AMjR_1gbsy{n)&P%J@C1!2y~tK-khOB5T`kHsGO%jG|w`72V17n zR7i3|HEzfG+CH$R&*q_iEA+1rr6{Cfd2pPe7cVf*;m5<<7%=S9@nC*_-D#&oJS%Ff z43xabrdlhEFb1XruWb4eGKvtbpYZhbzIoT8*(Sx!p~lIPK3dhZ(doo==|;g@XkGTS z$N0`QO0}gkw9`od&$AU(%0}A8;58L?7X0NKM~fIFn^w~VXq~Y(G!|?n9u_!Ytfe1? zTUd@jc?*Ce>I^M#f0I?|e#-P_0ov=&U>R`~Cl8NWlE=+7%ah!!2{P$&NUzJ~cV+QS z<8?*U?I}6C`h2~-Cc#H0*JY}qtM4wD+hDb0H8wIVYwykirWejBV0WX8&McpL&I`y`!c_?Lvi4Q*0_);4o z)8>4qIqX9h(i{nAl-Kc0Ik*w`)1q_OeH(UyfvB=F!%E8Do7rmBO_j5y zavH4LRw-d8jtuWey(0xcu6HXl#I6#hG3rNi`(tALov4Lj{y(te&RM(c>~JX|n4-#I z@UJ1B>lH)yD9Xq#Z~9h(e@vlL*kNt7?RZqJPtZvA;cRK+q?Gm*Z6;fG;U?3L+0fE_ zl9?U}|5@{IV%ON_9~i+vY4MZ)QK?=c`|9JC{)0I=*Qyu(MzQO-CRkuxGf*~OQ5|Hh zz4KxcHlML!e_{qV)(Am`w(W+7n{*yD^BZJ(!SOxa|SX-*1PBU9UWAgi+#hi$(iBzp8wp$bTwTL zS|0eI?c4Rkx6r21X~%oV!zY zd5Ol5ka;@|G5v9S_BC9U3Kx~p>wI;=*}MX1si)``m3H;BK9{oZ49{}$ZER{;u3qAh zQJmPqM(q1M>ust2+3dI^hkkOxDdGfu>wR(kk>MW>gEm$ZX$dV>+o77E=%h20^y2Q5 z-ca9GaHC&`TG_{RlfOUi8T~JH2<|?Xx+n!%@T}H4g&%a|ELrZvV(zmShj1p>)Zi); zCDz0Ngd1d>{w-@}$n4hu4%D{hysLm> ztt-u-;B~cAQKjQsKug^B$SWP@B_~rCtS72J5cAPL9EsuWp9_h3TL(G~Lv&lC!@t>m zxL|~J{_77|cEJSB0VJW_)qPR#o8%?%y-6=$a1T84SNgNPp4|S`wR(Z@A6R(Ykiwro z++MVZ?lQ}oXad{6&(f^@IXqVT1`v8FvzLg*_2VRGPFMWkuYyBLJ^OD;_O~=fI!!MO z;BM?N*Rmqis((E9r(d=0!%paDiwdU38wug<>cXUW1GCqJsx?bePEt^df8x!A}W6S4mt}e5JutqwPjs38))FkK# z5V}Y|$-nFe^K2>|ObalZuM#Az&V`QiP_SQw&VoNkV-4Pp#} zD^UJhLaDi@y_Dxj>3p2|pv`?;NP-F>>?rNLGQ@Gsov zKh2|;3C4$gTLjbKlHnGwI(`c=i5u)?=LHo1i^uhY*De+zm4ox0!b_Y~>E)u)H+$}R z3uMo8f}S0%yL5CmxVe5}pqHg}EIK66i{}Cpg>`cO_rAVx{S+t^3nJ;shBNq*_1$GQ zA5>=nvLgtB+UkuQZsW3AXdQFbrRi7HcD~mqu-5;QsQm|`iC61QNsoKqI)|;4bqU>< zHvQw3uX+Vis<-hhQ?8LsVXH8izv^~UW=$xZcKkkCFui`PZ(e-0ia4$Al0eDlst`>8 zTWO{zrWoBQQ9w` zPns$Kr}z#WQl$AZmYS2^Zr0K{Gl6DIzlLs>Y5kxiD3%2*s6j-)?&X*Kq6C^X++|E> zB98M(%?JK)lZHMUFUC^(><5SW)PIariBAcehb3^z{l7EMdglqRo{2}Ot@87SDICIg zzp*s{JnKFGs6)EUWI=+B3@?iY+iVM(M4bcKTG&eAlu+S8_s(|2-(|M^@9&m!|LM#F z6}9mHvj1FP0tkjHY5Z6i1XU|Vv_H^)D+NBg_aa+nN(p9_8qx8zrdGu>t2Ta?-`;{+ zRr^w!eXObUxex#vG(D-y@OE$|Qe?TZnE=qTditg!(`EYELKKMjJC?7_jMtZ*_2tj9 zhq+BIs3szzjl8Z?wa=mz<4q!YzYV;8Ie6Y+jnr2>iy-GLL|eCzT{SoLEoecy3cjK9 zodxnN+wm+v+{0(4&2T}{(T75#1`8%Xmz?ICn-2ovicyYpAD!Sw0KWWb0mxz5v*8!TwsqDL_l}XaxhGqS3f4^s+66W?UrkfdL_bgtyV%z zKjSD7t~uM*kf=uZ+<8qY1{lEVh3!-sYX<5$Jb?Mn#W?h3uLkIbGB4lH;(N9#^h=Vz zKaPhh4N=zgl~t3Ig55PPp?s|cB8ZFYr52d@U`vzZ+nesHQan=t$q|44i{`}ZS%vDf zb}zT8PAc=~O?%pxaSelu#_Ns%WlA#+k23=^8cvJdRh9zYbp`4m`1Q1w!wmvd!cN-0 zZ=aZ&WybGS957TfFFu5@c4O&-!>|L&yM$F4=n~eZma=D{g~f=98xkUDPd zrbsg1Zek4Vpo{!H?DF96wt~no*iE+!QGsd7MH-CORUiPF9ZA6Cj+sqUNv2DQrUul6 zblG~ifad6hGS?PAX1JELdp*f{53XwTB1XH+;%5o<)iq-bTU;)gRg{wfaL_uwg({Qo zy-f^UFU#KavL2d8;R$-&-%X6y&hoj~-8|1S z#P@Q2dfYi@(mW}8Qe$99etHrh%NboMOJh*BZ@VFP8LjBs+xT*Q#vX9HyQ2Kl7GFO4 zEnwq|MHiyMzTpsm4{o37<@xaKgf092G920GD$~pTf$$J?cX~L_lE@RqC`e2VXnR;c z1-P{oBxv~=)~uTXlr67fn>`U__!n!#iF$@*qc2F)q*RJm<0`2SmRny`nWBmOG4I8K zTtHhdBfh;KMmS3ko?_oG1ycV$(xZ;m*yXD)LFHQG)Y-;|^xa1Dc;AHF2DQJA^>{*w zy-eUjo0`5|ioyKzk$c*nGd5<<;1NPXZ zP*FdYrR8&XZ_(4Ftet9jN7?+kC}}Q{eBFPd0xcgvGhQ%poMxkwko@2ib{Dp^utn zZ*ff|#4{lcH{sYi+*}MW1>+MUW%Drsj+cX|KRXRHcqRcOZi74FE`HR^6d`a#aW=j6 zdF^L*&a%E2WVTsfq&Ddxvy|D9PCmGbN~J?(l05|(cFx2+Ze7$Q`exFW;c&f0m7t4Z z@BN}Z;`MNrqpbHP?89`&7O>XSzmt=Ea+m4M--B8#{fUBJI9UzGSA6dU#T`n5mQD0R zvESFz!zg8i&X)BqF8}adE3dtn-D}l@*1!vjwyfUx?=sW81A;^aF$6rMB3U&QFupf4MmAlYy1nAE|G| zb|dZy#n`YgAVeXaz0A*tWw?qC!0s$|B*q+gmN~$k^TCR=y-4-!%dMkH<-K91DTb8A zqVxprjol@d@zyB49EzC7;rMNP(QhTg!EiE==$fdrp9}j}z^6dKI5z+Z6#B(2gn@GXE%Ma zMfF#^H%#-A94#IE?&sk=>r3n^Yk54Sk0YU9?Djr+EfsC2mByK%4k5;7GQ7k0?ldh& zcYJbfa6hGGWr&C`I{RH;-ZnJteEH;wqJ{C9r)VU1;*DeY=<#&#$M&z~Tf*=2EHN#< zF;K#L9wYjk8h^$|^v=;}4(}jQZ(8Qk@$e~cB+=BHG4~K&EzwHv)h|;3{sCL+KcorI z+ZHW10{5lpx&rqJzX25p90iu6fcMB^TdkIReWf!K7-Xg2sX1-HFmXaB7^xnOITZAI zjFKUt990h#F!aPqKA1k8KD#SEEY#dc4A@{US;??&>0^#hND%>aPJY7b*`5VuiG!FM zs5o8MPj4C>?9~$mzIy9WZE59stZ{yQb71>jh>Il;*BT+U=6w>Aus@%`u#)d8?}Wj* zlmYd698KfP>OGWGCz{-CS4tFO_8m7A66vTJ5;SbZUva-vVh8>Cz&V7%jpz;y;X`lD zI5#7!k-78b1Gt{%4Sw{Vt(=dRJD_anDoGW_>i0%XjS?>ESQRG-8*k zmaw0&%%ncsFtfoOP_;=t>EUHe2-GPm`+&Ou!SR_JpySwLx|huf<{H4cp@n=qdix72 zgY-w1L&xnz0(`h{j;UA5@XrIC25}R_Lzr~567balbIb7~DY4*kY9Z=SB>QM@$RQlX zlpSO)J-IOc=vZ>N?e4!x)R2^_`b39p!2lu(tAiAKBh*Z|b&1`A&NOe;3-F7IQBq?s zBv1^J<<8AyI3Fkum>{vgeyyUq=o|;5p7G8Y*iK+UVomFOmvRe`=4oAGF4KWzl0z7@ z#2eGrwwMqBtB_FoLe;;CI3`ya@Nwq8CC+~9F|#8tSb7lL_y!&F+i{+9-@?4OW#?=_ z(5Hl9JQY+M6EJ3>CmdUxA6UCS1-=X4lXtjV;1sR9x^)cFv=HYet4X&n7cOHM*9B#^ ze|i9kSY&-GiV-cv+`(3Q1~{AUMiG`$fuC4@9FFNOMX3&4LR%xlcMZMW$Zl=#XhFRy zI&%WA0J8WoGdsr13)HEyDRPA(fVxP#2DCtWgGD@P=37o5d$dlv%--K_#%tO-o}k)} z91`YXGkkVC2O@3Lnwyr06%9`zRBBE+<0danP@%ptAscQ7nmq^i!2?HTiNUTQy!RRk zd$T8BuXGpZZTm(;xG4(uqZMkTh?1lOh8E1~>;y(sfJr-M9Rc_d?V7ssQ03LJ)lR

goAryvO$d=Vp7Ktt5n}ZPp4cyPY5V>7PqN zuO^Y-0Rxznd6QiQA0Rcr@*W)`B8b0So3~q`=-uV5#fmVt-zMK?a(|EWj1kx!5itYF z8RaGSuLMuK9W>womhIXFyq|=TtJbT)R{drNcq|B3mfv)RYV8FIpcZ}K0B`(Roh8Rz z`oJH5CGA(N)MECN%u?Y!Ht#%#O0z!-uz`B*3tK5;K*j|bW@a$jrJJ81doYJ%#xxt` zZ#>zd_8KRmAxh*o?W*Ph4g?-v#~qi|AcX+Q0BRu~V+(^rIH3^S_%eWfbjt#_YR!|NlT?6BuzTXmkrtoBzv`0V?+qVUn0u11MhQ+uHYrk+cFA0sHpyqwu;T-MEDA&OYI`=M2ePg56 zSoC}`ni$pc=+0a)Bk=WfWgRP6prYWF4SHWXoGmQaU~#au@f!?pycbg+V3u~!>u02CcXAKYLO^N#UXs=Sn8Z-?ItM+`o|cyEGMk$YLz@W>`!e!ISuN`lwuD*xqSD*wH-pR>WJl^ifAU%FJpBGk4e4Bz}BX1@00uE=ua){X}nbj+;u z_9rYbH-|9ng%__WS{uy3S*U(D^1QOfP)FVSI2A<|4Qg8jipVcfHnGbBb<@jWQ?HHW zCUb+yEDV)*HU}<7Z$CZSKHf=t_shtZls(#+H;@M2+41W|Waa(N@SwJ?p(-i&7rV;& zd<)-!)b=}uN2FW9_uvJXM3g@$CLpOmPWR$qGL$ljtj#ueDcAY^4pizrFN2fSSIt_K z4=U!HtSYk`K>F7{VRNo}NpK!d@8_YA(PG!m{bf!X{A=vo%@#3^Xn}tib{zKOM^|Pl zTau*$rT24^Y2y@~FWz#0aJSmX$z+ARb`Tf_%P;e(0U~S_&N-&(dO&}wbFZv^nikE9 zUPl(iR&KB#tiji#Q(wxz`A7=0^suHNYhoX-f@Kq#tHr2KoLj~!hEoMi6BJwSaZWE625M}&>!8%ACFlc;MdR6UE7|cz9%Ut%h*wQUNP%DZ>$mTRY@2Nq{ z-Tt~LDccCladd2VK4SqBD?Ua$Rw2}CuBDyvOn-v0vx z*i>e|5TTU=6rtqOhFUwoN5>Uo4D#w`?)6%2X1s;ESFd%R5sbE9X1^&vnLfiKmtAzD zaSMM(&?*2?(E6$Q#tl#YeE2u8``F$@5Zt5e1Q#P~Ci6EkB(&mLCxPdpU=|Tn*w)#q zr{H3?wuAIGvuSg}#6lr{Zs~7N#@^Cf7xP7vXo?JM3kCymzJ((YCG^=Un+KV>c+{l0 zme%!;V%_gp;5CeD75!}3PL^|N_$;8989 zC!MhfFzYf-A>1!Xy0TgaS+|&zRbB751r|~B(GVi13`hg`O^Le}^(CR&g4%CK(kGv% z=#_4LkVU5ref5dO=P5g8plKr)B((CsKMruU**dxsJ`)ya`%^K90`Y9Mty3c+5*JU^vfAvdkX^s;1OB-7;@hrVZ+YJ{IBlkHa@&NkqP3Z{TcK=`Iq>pX)186HnpyW`Wjs(tMF)vbq11FJ{>Ob zEZp@h{FeJ@$bq~O#z1)~eE+pUy=H){)CuN7&O0lse&A4r2-0_yg6Q3PVm~)JP+wCA zuhg`z?p3t-v#SW1Owhi(=C&q}mUyP3ZsrhOzh8qWgP&W~wX-b7CPwm^?Oojf7y0k0 zg=3<-K{odpT%w%&gGl=CNuSEfi_O`U7qjmlU&iggLv_Rb-G7AsTbu9R>VOy-{Zug1 z#?R+7K`q5h5ZSzc{yWeb#o3#hZqtwWTm0O{X>taYOz~opfS7;apV@W23*h4064@0$ z^*@wvwaZ`vjG;1&9V7SLE;_3mxrI`6?pnyv2B}F=<${9r|F{q=Omb(1NOdIGVoi4-wlqmdtnz3QPn25mY@;$!q*L&FpH@>8^*j|60R zD(J?FCBAw-UZ&|j=pOs45|4!4by&QT_&Ku#mFWfK{zUE#2KHy<^(@P;>{1ckcy9m| zfvXWB?Jb{!;Y()8aHFNKUc!)Ia!kk!sU>GtzsHA55y`cQ+jr0L9;N}Ur|PjK>N3-! zjCxM*kTGUyk$Z-!qt^u1CR9|m27-W2I^PtTKz4+RllWa`>H`Ip_|G{W)paZ&-Jf~? zw&mtogW%=DWE8u~Q{2rO0Olk=unsG6_~94iF0+nPNDDFW>xYe>zXM{m|0f5gn%!TX zs_yX+sOh+wWJo+A>JAp1W_GnbOc#xciz zo`Q{P5h6ae_MprwIXVuz+ocJbM2N5pAKr<^%h1jx0>vZ8p642fxklh#j|T&>*k!j+ z^xhcrVmUmM(4)P4Fd20@O%?DB`7yRf;;Eh1V~Fy9TTD_J$W7kp4V_J*$;Xi zO%Dz*Aw-*uAl?60y335FCQ+XjlqBDGk`A_FWIQwNDu9(Y77_rOA_{jgd=GisG%6!$ zsX#Ju)wf^RQ%~b@V?*A0#nZYBy;45sB^(~$J^k8o_{Xy)O#zhNm-H?PQRC3PCrn@B zNI)!@DC?Ya(SzJ91vPchUEZm(Yu=6F#TVg{rp_wJrD%4jE<9u=RJ74>ru1P>nzgVz zJ~UuXt(tLvRbuJUcN?;y!FmT8b1zpP=SE?^*RW*fWwkTPai&yazF-|O$s21X4+-9K zM2Gw=e8}!l69$Spf6DWOdZhJulv5>@t0$FMYWcr&|ICD&HLH17(sR4#Md@|1g>y0e z+ue3ih1fN3tVFmJD`POPdCcH+wVA{1E5`piuj&7n1eNWLaqoM+$~#wt`=RDJeGN%o MT1l!>;%mVF0UZ>;X8-^I literal 0 HcmV?d00001 diff --git a/Bilder/fig_synchrony.png b/Bilder/fig_synchrony.png new file mode 100644 index 0000000000000000000000000000000000000000..cc1e008c4f3cd554308a6e294a4871ec716a7f54 GIT binary patch literal 141554 zcmY&v}1vLsH5ixME91l{we8wWfdi^#VrLTn?F;e z%rvMJNO*|N?8mPDu8Sw4pd%%x$$cwD!gGV?gLw(NOE_vpRcT>Zc>W}({^l2KU&!SQMZ#ev;O-0JYe=jPLIF5%GBya2OXPylra5U<`$~`BZq6Q@9`0^I=I=;j!Qvj8V(VoX(#cmk|o< zMO5#XT@Evy2$yDxxXRq%zi!H?YGO0vNx1R}U)4hI?nsSL32N3He6MTQ`)OCwGDhXy zopLSgmhi>z$P#`>-=It3UODXldv9bk+PxY=aq&HvE%=^!2V(QV#htZLl=)Ws+d|`* z{m=pbyNo~;5-nscm~-Uv3T;}5d%%Q4%3Un30XYuUAuPlgeK6&d@~dghH=y^*uyn5x zzJ{ZovEE zX$ujqiCK)I{7^bvUn(mUa8Ib)}L0y5J$9Wq9O-IiCh7V7y1$p#m4I=7CJ04({tY-B`!C-FEhOy0@>EYvHx$0}4C(M8)S%9v#U!Et(NX)?iabc@GVYl; zC(MAYr}(Hv>$tJPJc@r}FMg!MJxlPYf$%&UZW31Z5XXheu;4|Bkn>tLO^cX?)sBbS zsIm3fmpf4J?Ym3U^YdzMOj=R`!fs3HnZJli_4ISC7 zJ{fcpz#1SdN#5nXla6&7R_Yw{NjZKW?KEPxcq;eXC-W|~`@`!vDjLPP)ALl#@U_Kxqyf1gon4eV^O&)&4^*cPf}e;`jJo^ts+g2n0n%OQ~{n==Y|HPAlVlk zPD3)`9kCFqU8G4vdhinLnSjzfl6czJ~l2+gf!FS=?2!~BC$m8gAlV~6`_X>EMv_Kc`3YqFR#oAd$g&{BD-1TLD|IT2BXO#o4pp8|t-CTkqc^MEvgV6R>n%)zp6sONIOD%c_Mu>+;_`)ex$nfB#KeD+Hk zLkAkx(Q+=XC1on~r8AzyO_#AK77NTE(U{pg2e@)gWF!jj+6DmRkk&0T8I z{*uzrAp{n?jt(o-ta6z7@$=_O4Nh)xdz;2+srzZ+m}f*DesY4aAG2(Pgw?ApM(c|> z8NTQDpf`B7kRdXdS89ep^i@X-VfiETUYGY38TJ@MOXU|l56cHLQ!tjhP`g*JGE-7+ z$Q{pxINqW8-YW}R8Xp_DxF$QHW^jKW|L~TV%m|*%isCCDE|D)KFlX`H!tZ$y@m;BcVm#JPjeax|HP%$c(&uONjna{7zn|fwCU+ z1lMwZ%eH*bezpdNiM$zHc?-N|Hfq`DgiHp%t$C= zfluyAKE4qtiE9^Qf{z_VPFTH);g39CO488{D;aREd$1e%oDdZ+u3wb=48fgD!c1EY)h@di;kf>^hbOz|%B7let{Wy^ zWsZ~gY_Dvbx`+=tLa3V|zbF6v25!a@{vB!Wc7L)^Ost8xLS<+t?}T zzsDQOK~7?9VnVCv=Id)}o>D?|Ty*cEhCd)Yr4(*dU$uqTB+Eorx;`J0+a#wl;a#k7&=)RPRYh?KQDk2s@>Rw&LL zxf3}8830BARr)2th zDXX9`OD9ckC5PptMh6*%kT34r&=)8AZV_X}O|3#18U8;Hi}Wb?A-tufrQU%$+S=Oz zfyg7xViEICBCn(`vfbk%&oFe_Da<1X=cI}-Jry*jz(Emh=gp<%puq%{* zpP2*QxwfxNI=tuRYBWk6{uqkm#)?0$nUrYxEl_2M@A%``@;{{TttL*65i7yb*PYn4 zIt{ZE4`EVPK=C|VrfzQSUo^ZNVp1;Bo``3FU(;BW7U@h$!3aK5=S>r#*G?@z&65mE z8qaWT&}^CE!-|84x?Q366UhQ|N~(jx!9&Fo>I;*KL2MerC8MHDn=j4)ZMT&2L_j&w zu~lmCfl;s6o=~OdBk$7yiP23KQ=h2-Bgrm$L=z(?X;SakMwZm;$86}G!;5Zvm9Tm& zw=|PR44=k)K^N-yr(3FdP2A5g6KZm}V@0QhL5I$PCSp=Te zL4^2~k~Jqpij&kuB%OX-SbY%e{@&7AG+I!*uuddQ7vU|SmE9~*{7hzV(9~ID-SEWh z-iJfIH-!(FIWYd4a32`cPZOIUN6Ml+e)3=+1 z6%K4eFcnF$GnO$e@MxQJYk8yKs z-jDw8uJN7n8;X=>zXzG``zGEqj)R{pN*gie_?Eo@}&# z*d`z(?4C{6=)EPUAqvf8)cdzXVj;e~jQzP*6#37~oAd5gGzr~br7ZE}RrjCw*SJwD zdu!L@$3LbUk71glQ3cJaoTRafL+dZsUQu*j&dWmj?xaz@aH?3d++#5&NfNIpsrC!F zadc69qD*(ZU?(NrLx|EIq(S$M333J#jrTXh+?Nwe`@JnKCU|k4i98CaPd}R)2&86n zV#Q@c#{L}J&BKpg(F&OdlzdGyV^Z4rQfByP`V8)oazi8eXqq}2Tq6ZylZ1fiG0-X7 z211ig22|`XvTsg_n0F7ZwHS z9$KRi*rbTz5qY>39}fLrB_vnCJ+%Ghm__MaP*$@f zak}=AZ^s5N01%@fy5b==_}5xJTaA}U#vsn1Wi&MXtPty+Lf(fJnuntjc*NY-DOIRkP8% zF3>PUse04lf`@|($ztg%Mf>58Dv%mE94rs35vmSxEBGup^HTAW*X@Z|z71OKb*uFFr zZzogojV4$>^j=tM(<8mef?9?YMRLZy6N%Sr7fmeBbZ7q-1|lx7=9?wEZ5~t+dCbUf znY;E3wPI?-c;sSMS(2qvZX9J*8NMj3BG2>u?JfK2YUaCUHO_phOqymXt{{DPt#8CDQHCESf(&tdj+#89B^1q)Tqqw+Z8J8xpF7H8xqFy{Oh6a$q**|A0YTVxyOlO1f z*@0^7-J2Y>ncqjkMFgWceg==kH>pA1Ei!YG!ZQ+iC}NYB;BSp1eM-X^f_Y-W#)ws{ zkF0vBjfV25^GA|EavxYIuVc%#v0sWEQ^tyZ;4_tygLZC=?TJPPpM|LM307wsmiV>#4{x@e40W2mL7M#B#oyz%=z>B2j+ zA@1#C6^$yfm?+m~&-+>WlmM9LkwbXZ6XOwlZFi`d`k5pac(?}iEhae0{k>K_=n&$) z!}dxoGtUD8vdONqe{5?TTwR5jIgJR}Ha5StCyh6e3>!t1gZos37+G68c+ZCmW5r{2 zjv|sS+u7Y&atJn-QO?M%W>8n4!>M<&1e2uLF(|(k5KrzK4x`oAfY4A5AkRxBBW{{p zaKET-ke2Vp*Axr8G{`M^Gcxkjeu>}eNTk9sqcV8m$r08bw-TilDb+K0`t2kNlKY=a zJg;HN_6c`u`<#&Yx?P9)?GiFJxjNRJGWgBdm{BNASw)37dmIQ)+}`%X+w;;o=e?G>vPYjX1#XY7v19vEu3+^G_-ag>hp)? zq%e$rd9VCy677S__Ao1kXk2UrUcv(N4o~Gj!L37YNN2!9p=g&YKH{suFzBWfG>&jb zXgy{wHQ4h@K0;&E^Y0MS2$?`gqkPsUnR#mzv=|)KKMl^c{yC#Bea&)~X!^IDAcMM` zwTnhMw*!(O7EUCycOsrP|GxIyIBLf}lqNVP=4wGQgK~$nRQ{Obe6t7~C6=zW#<9nv z&RkZ(xr{eQTNw+?FMTK8%IM6$R5%JzM(Hh4(1nG3@n$O!bbm-zUQ2Psp@#kb`0N1B7ZdO|af>WM7cV#YF34SiU6%5i*o{`-IJkyXW) zQiv`2cO^?LU(`(YKcf^~A4j59^%$a6xZieiW@cuB{{(Y9k;)u)ZAjPRJ8q-knJ}xV zuI}616glf48m75Cdj)lB7Ev^8A3B~1nf0cgyKEA@ZxSF==MJ@1{sS0`c zg?M$YLALhQrC{yr!fZ773JpE8oFNv)^v`bPqT{Se>A3oDo{7>@t}WHZ=!?=M1WFTk zMlfDr@Te)xPo6R;9*6|AirV`QXOw?4 zX#R#Co8`x$CVg?VRs^Fbn`JznB6g9BE!F3xe8Yp>(chz+UaN;>B1yO_bkf3E}r`B;peAe#@DBnNZJF4NZeiOoq!yl7MHc3%CxbI z+bfwbxY)RtN?wbKTKfdfl42LsonQ>gOkbU|5JHR+hI+YC461@`t0Rstw?l~Ln^lBl zfXp+zdKg3gCAoW8gVQUPpXwS`g%(wcR_2|)KwD2iKhLOwzLT0YnQTz*6bIQ`?JpX} zp(&9l-Es7Z3Slbn9+M(qpysf^|5PfIR+$!%IR40O=yeQ3xiJ+1Lb`c)eDRm-Ir2~B zv60PQkiG^-=`mcMaZSBTP3T=j4KHT-V!7CGm8VuawWlo`XA@o3xuuD3jd8Bx>9k=6 zp@X{cV4Chey!5qXct=Vfq%Ze`!+uNz1`8UZv|J*$oO9Dt6FGWs709VqauFCn{j}s3 zxv5)vG+<1@FYy`W%8pUvq7MgPL*RbRrwmwX$2WZqulH)B45}Jt3i3rW&xf}1Q=Up? zXE+=w-p$q`_s^+IF=BI|bCA_%z5kx3)=YS1PiAo^t$YAx(PJadE`iqC{(Gm3K6QE) ztH%76NeS;Sri`IbEb?vBshsNE^M7`OxuW!mXAp{{;Pa6gp9*YMe5F_N)3a4ak^8fP zKobNd%bEh*r$NT0b@Au%Qd3@VCSjQVF0`_oQ}5YR9|2-{nOi>-=zx-dPQpM+bfrh$ zPpvM5Z*p>|KMnreuFG9nVsoc&^}vQ%oHfqv>`Bv9DrG3P zK7igZIC=Nvt&M396j`Bz?#=}zlvLr(>>9_dMSp|kGF4A@?q@NAlJewChOy&ez2fN1 z<+bzFoQ^JUpePVXcF+x-S>lX}hQfP1xV;|%#wqIWYcq7a`wiirl^xtmVn+#b-`VS& z*X?mzH&ZP#3cU}vrDG?je>{P*Pc-E{uYs6lmMzS{qM~{0Q~X{srue9c4TGJ znlA&rRDGezo>UV$(|bBCqiH%b0RE%8NZ!966;tGcCCbXfZ{WqW^U88ie3-gkcQ_pW zes(Lr?zto@?ORU35}L0i^`==>nrly*kfL$^a-f-htga5mH?iHml~73W$%@HnNhyJr zt+Z6IG4<;MBO$8r)S!~v&9!S??*47s4u+^VC~4Q5J$tm|{N+X^tzm1X5|{Kjuy2sC zi`jZNy3Z>d^GU-~syj!Tr0t%BTD!3gk%hjxgy0&z7bP(Iw*?F~CChKbz8RYSQ zJ+iP+U64+M;!NQz3rO}@yznfEBx&c^II1$IL^S2tovo-IdP6yA-S>lHUTxHEuboy# zGs(~-ls&JOe*;}1Ma(#fTi+jVzTDPpij`qW_O%-RlaiMSH*NG3utx-P+xgn|SiR7_ zri{oudBHFddST;(4U$Llf-!i%##pSg)Sbwu%`@x{W*9;8G#s8(LB3^1gS|RV&CImy4ih`LHp9wYg$ZRg|oi<2P8tNNrv#U1ohRQD6Yeqd$n-I@w`T9>sEr z0I_AcnZS23GHz02M*^38QJCC&%Fijk8CStl5cz)PePsaYjY!_xd4L>rlP=(=EJ$W! zV;kB!TAx-?pt+l_rKvofzM>rs)ArOeL9bc`$p&s{{ z?wPDv)dRn=-TMk-;UyRcvqx0))Gzdvq|ujRl^nuUxM=vxhe?u)UBgF~*H0#~CN;*% z3*UULM7yj0A93uj{`{d#O9K))-S~#BM@%YO<-EwTiIT7K`PZfj&B_UGn1SCX_L|A) z-e+IByRT$xheL4=4O48lZjCAY3J)h+LJp3P^Qp5Xe5GA?Dt+dlk@)q4_#MMi#4f9P zPrn(p}ad$n=I<}aK3Qizd|@hGM}OC>5QDmv&_GLiMQlBXe+uIO#7sO$8nt^Vhm zvzSB=Ag?65Smxlnym%p;ZrDj#=-rA|*7wmL1fp9i{y2*)W-=s$(Dld$ZHsl3%`hsj zpRt0HhXi-D;~%F8f#OPqnNn^JxU)&Lh``o89m<_1Zh>$GHDTWGn!=m}d)&9ZR-YXR z#`kyK#DCM%JOVWdN6nUpw;%CgqcgROgFA9@J3F*@?({g9RdN@U%^1N-2eBG8ab`|~ zgM(`$lIU4Q^6gJVxC8glPG>2^i8!(R(>s?s7ELRL&*otkY6L- z_p`N$zg3sX1vX3}Kuc{FQBVBXT(8L16MctUTSrG)PHtgigL=Xnxi@e>9f#l8+yt~y zfyT|tOG%Gmx)qu9`}a*R*;^|4wBTu%m6b7LHPa>cu+-;R#RVi1y;$02Eb$X?q9;N= zZR?B8?Bq4p83h}^f4jT+z7a`s*xcFzpdXBANCaR8k|Xxt^zQ-%P`~EhNi_~fpfo17 zU84=u5^5PiBh>#jUvr^N`J`eyaxGb+s^s{l5r1gBFFI~fx;p?b9f}aM(!28Dw9Wc@ zw?=v>>g;ve_Cn~Dazf3! zXj6?uQV7DOxD*|@mo?V^AnB-A2v14>`Fq;vv2_ws2rJcD;Xt!mtsQG>u_Q2Kva8`hDsp}2K?HFL{ngV+mA5KKl#HDle|@Ab4e z$~#|sQ#Vljv+Bpc>8IQYBg8gq#SZ1`#8Z1v!~8+e$w?K!$b`S>M`p999fD(jb(Lbq zm5DPn!glR|#vY2})uhjJQ(zDw_rG4w5XUa})!Pz~mOFRuDCvdbkwCYn>rshLVN5fz zeib8mf0Z5`hIqd(Dfi-(NdYCnSU0Zb5ZqNGB!)3eey%Hbb5-r|`k~Cjhvf!P!!z0# zK%eFk^fNME3WReN@l)#}(z;pNC>PX4g5$7_# zJejNL>PWNIYjp8=nR4S&A7Z1;=GX1G)l~;e9%-1t;nC6Lj~@%i$7%eLrf|4|ljZo= zJy5t77i}Xwawp6dr2#GoEiW&Zt?K~Y7BDa(|Gzt`Kmv%zudvPjJ3rDLQBIEF91!;3 zLuR4hCKpzkIVBrMs}v#5WR$Vj<45ihpMd5h`(}mJ7O&7yqK1P7fA7*ToeD$#Gq&PxO7G# zm3VnXKVpiG z#%`@Y2sn7e7YCk=VIo&cH4v`=@oosdS(9drS= z=xcWof?hel7dA(xB$i z)w|i+pgaLIlgIGogSb@=Q0n zU*aU~oR6QGv7{7s!&VC!<)p%`CKxzzox8|3auw<99yy?#E=Vgn*&^3TT?(!UONNK9 zpl|gM7we@3l-On(=7fyPeE94CsOQprZfF^G9MgxK5E`|4Q>P?CB~}KDpc`Qz!Az7h zXg0g5C_oky4G@BM2w`)UP-x(6ttmNi#kzP7ZuRKZaT}Sv|13ATf3;Aj_l)e5lkS+C zAo3fgmY0@7$HaFK4O6`2B!#06*#S^>y6(lQh%sXBSPks>pFgr_{P6mL8(a9xpU7~l zO4YZvg$LGL{27uBMtR!~rzTLW94>@E><*^IMN*a*H>&?v&2L7oVm%Qd6X$b#9%<#` z-M80zF670MtFwxhI5T8WR?#aUf1fbYb#Te+Hy?w&ch_0+NwbLmbrJGn!T;sI1i(m| zks=2P{Nb{TZVyz2D9A>a!hAVB=_GVTsHn?t*f5}a1;W)Jy3O*%dF-C%G*sI%Y226J& z=woAb+$@>&%r>fpS`48^#&_Ou;o|KJ?yg%*sLtgcjMhX^amHiCbeI|)KM@EY`m!L} zO0j)SC3XCphGEa02x1wtRnjGGx?lty4iuM4JMCs~r}ZUtXGAMOfu zdRmU~D3k_EMx;lpl1m~pJbe5VQOpzHCszTbNd*XuA$V+_GTS(FXYyU=*(Kc!F6?kv zI&ys7YtmviclP&Aru7-CNi(UHe1hP(>$IQZoZ-R~_+P`RcJkC)M;l+%QwFk%D4pXL z(}sT~5C8h!s6V_9=!nR-sN|X&y<7CgDfQ}!q5P4KSW6mG-9u$^V#R!;Sb5G+KKnYi zzn>W>U6;~E)>?~6hUg}C)DsIfy_@#BjxK7)7m#-1+$F0%*qa%W^{L$@i1jEM61~Vf zwTd@nl+pCcwB;P~8tQYW1?pNEd|#{77t#>$hiPOApMkQ-PYD1^$m>cuS8?_bad#&aV&Xx9HCgcPL;iCdYwsmg)v@3v9E6&NVXB(3xlUz;eC7tk2&>wNld~+-v`(Eq$q+^{Ur*V|{ z)n+vsMQ)zPw($5(dUtJDl)=Hz9WB35%&nU*(Eis5D?|E}`TnWbr6|^vx&Oe(tdxb@ z$WeeE7pg)@Z0|R7O*w)7n0>FSwf^mKTin*GukQVQeUv~T0lH~q9tVFHYP}g$z&w7g zZGR}PGa*su(Mhs&v|m zYd#N=MfhRq;Yn*ij*e1#?q=WEigZR#+z~&e!KIJC8?@XS7juV|^xmy!9N)q1xv`PW z0t?c2+_1Y=Iy1KBMz@?Bjg604<$D*V@DAK-u?G3)SXreuyk3SMY^r6O}l;8?!}8rbkI@A?Y~5!cSYLuL!pAH6xrDE0Ct!Y?4a4Xw<-FE zEU9$tGf6pwROa`dx>m-#GFa+Y3S}EgkynVOn?3I2!MXLa-m-kN#@<$(yc!N(3Eve5 zb{^KcX%x+mk#o8|O#NF7|54d?pU`*x<#6{M;Z}YEf=MgWMt6pCHS~0wv!b2UGCc&M zXe_S)Js=|F$Mkf;)bDZQJRP}{0xd^}X>a{Lzj4zW)}Fq;@9@a|(?Xi-JJ zI^Ea-UV!5Uz$J;Fh8B9mr*5g1g&CokUiXBD}BH4`M~u zAaU#dUeBcarG2GF5kipV%R7cSx3w}zQaJAxvqMGYQzal_G}0vT*S_6x`md=%J;JRH zGeW@H)>ps)kQX0P=swTFiK$aeW<)uboSvV{X%x#c+R5dNIZpdAU5gM2}v=}8rCO-ZI}0kZQ9Ku^^;c6WdOet<)P9cT7z^W|}yjvhm(p05Jb zf`(3$WX^%{eI*rlmb@B_VL)2iS4;0%cOpY=0w&iz^l>A3%xU@jieTTLpp<0@d9ayo zM75Wu)e?CMcL6Ot)=5aGOW#MUieYj2R1Ofqlav8FL>OTj-g>vpxB0nb57tq>uo^`! zpIvk(O{>tW`Ju(^lFM>ZCzYqe2QX{t1BL* z;$_;lYE1jFO0hJga`)?{z-T>|;RBZ{B#a@KO5#^#S=o?C6txZ?ec>{7P0BnCakMJ; zX22iFZ)2+3ZZHj@advfv&R3h)O9kk)^&=}}>*=&}LFqj^>p@K3xIXLc&c-cr`MH#p z)yhjpbY=Bl3eI0%vO1(Mol^26zZVG5kn~W=%Q9%ZS56U{-<9*jV6{s%zxVT=w%=|0 zVgPK0SnOLcM|sot;iI#6$rTgJZWg18X6aZ^(nm+>Rf>w(ZnM(~GkTBozplhCezM#Z z>N6AUc zhW5-V=fqjNWsJ`vbb7L>^OMe2LiY|vac<9-aa|9Q&=hGWqpEBmZB%7-v^kUi?VfVQ z>d}?wD_L7Xi@Bj3y^&^Y#(Bkb+CXBSJ&K`8p(}7obY4q_X69?`@PvhrkYI>hUO!89 znu-ud3D|$X;+&VEux$d3)6D7OEhUWZTVe^*BFB%hi_Au8inTV(s48{28ErD$Uf;@y zr2PEZS#x>kS;#WST^5E;@{g}3cX7m^MqLH z{{54UbAnjc@M4C`Ldd?sYny=hd(aq zUHKN*V;k!B>!A5KRtZ8s7em8<3>s14H!5b1{PGT>SNH;e!#ts{&VPjUlob;~zj+j9 zyIB}=>R#>gg5M6|`0OsKqo*5jVfyt)f*g8l81n3f>gcN1FX}4?pRHj@srutVSci=9 zFLvVT-^DaQg#z#mptkMpc%POSJQ65k{I)MGCYFJp&lbv_k8R|y6yjie%L#bi8$gME z`tQLat4-ZfygU(iTMelVTR$lL!)6t&)Rb$!a|uO z>T1d?TtEiR(q0q;GDY~{CY@sLNU|hs_2|?)SjG09*i$g-l~WMEBTk&bG(#&%F4g-P8YED5R@csld9M!(nkj zh;lK{+}ynM5t*J@Z75BnVtkJQTl%6bNdeI+cc>F32~`AR%IWrWGdYK5>8R1sIP`hC z;|yX-gZ&;i9JUXy?eZ`tM1lJMdp2W*V3)QBb{ActJ~Xw zKmsHhV9)wi9UXrCHn7J5k6B}dCJI5gZyg;#S-}tvg&i56O_y{MztWm@Ny~P+YdEEP4L5%1jw>DKdufu= zu1T)orXF!K0A7s7;Jqi$%m~Tl2sW^rK{-fZPtrkNHjzJe9jXO7e_nK$nYHyD>c`!S zz~7seyDh!4zt4c%v#-=`b$yw1CrN^zFBBQm`5#oY>I>WE4k1|ZSH+t?p z7k)yd#L`+>`&623p_y;-Wk#Vd8r$8i^80D&*QDe`<2i|(m~Gz1*w5a)ifRS>x`tK8 zg}QFMOC`@2vQcZ3_daYkHLvXYUGQ|^*swJ4S{)pIgMVdDte&yZc+CoYA2)0^VO(Hb z+66=%4Tz7AkMx5Fi~IY@At9I8dTeZMLwMAsrKRN|T>u)O@hIXER?gfp%3oeTYR!mk z8lQk}3w{%jC_6haCPAX}>k22gqPa=W^ zXh(n`%puv^0bF7ZT2!-jqBDBU8#6w1&8)1lJf-7U&dJHC?lR7kSD*RFYEDM2TrHm^ zmUJRTZ8a|}Bwmi3Nw|VBT%j~fU{CR(=onHYKq}{-8bL^Z5Dv;?;z*bwO1D>Y-2k;L zUD4w#rK;BJUzH15F55NGlmY!CnJv0O8a=3;4&!rnajkBy{_?bHZs#XE@Y!W+Q}|cb zmPiBl%A$r;gA`!O{6=>(ag(!w7A=K9@cQq^kGvVzQ7|kHegg&sd`T4PBl{-CIqH8U zn>5r68S^4Fl@)r8rZP|&Yw$>M?Tyasj|wK%X?=xXACG4iz#|0)!=loi?1Q_*lBa(* z4P<9O*qCk`aH{;|(-C7gD7<|uoGXe0H)J;FcdLN@&9=Os{h+WlOwiOjr@CL%=;;0Y z)3QT{pH7IXlEY8Q%c=&y>sx;UK-Fdo#o$PFIO&ewoU};AVh~NJO=$eJ*EDyT zuWgg$NNV6`1|9O#ytCD#&yL2bfX1it%lwW;)I&}mlCqRhZ9<~0vv+Dv?@SL+| zRE1TT1+t9E|)pSl}i9&hJVKpdw~2#uMX1 zW?+lK_&GcK7MT3XrpMc{baoKUdQMISd|m7Tsz}e|B&71wp#U%#f$asB5SYQ+&iB1) zBA4CiYMSdc(00I55Xog15O8%!h|zO%<}~@_DZvpgE;S~c{|D7hd7w%#)c6AmtDv*>PpZ>nvc zk;?WVvs?<@gXohthrpUY2~(2%%~gF5+c4loWr%4epJY#q$0g4@5*MfDc&hVO2%xqC z(~DdP)~s~`LSQBs3Uv9yMp*R*+x7x(lk@nQsjqm;?}dTQIv-RV}Vm3|tA@0dX@ks&!Lt(rhH#zlOQNj?X3*LWqFU zIRCad{SL}P@2NV6KP~EV2a|GY&869ZBgCKE1sMnA;2|)kUoF4)>eVYy z7r@*~k^Ik@-0A75w@1HmsWMy7{+|G2&G&D|KjitY&9z6n4!X5Ce|%x8mVrtvE#t$E zqcltl9Qw{qkJc@W+mAXMSPomrIiro@?!*b|*l*|>W$8m`Fv)5Y9S3I8`uYVFHIx4p zi2XWrc5t{~$z^{_b#}bzdG)IGaII90Q@*p$?HjQBgM&5m;g9}u z?oCENIu3aRs$W%ebDx*&^7i(}K?;m!YOa3dr%w-S$Gy2=5Z<6I&)U;>Jdw;XD&6*+ zgA&h7&dRUsVt<$@d%Hq-0dCZJbOz$*zaOTHM}gbpVNUliXLOqm+cVn?o=(vy=yTl) zQlS-j{y|bfE!FkKJCy_;iq}I5>Tx7P%Q8HC4F>6v^bp?HrA9}~;@|a+ckEvKEKq9d z?+v|uLpQ>Qtp(ueDgg!l60hLJ!EE3Y-s|b6Nc2Q-pL^DiFcXH$==Je+FsSlf+`K8Y zLS+Rctje}s%J#p@qB3%_iZ?Eg_J*2RA;Ws&ZZ9^A0O< zh2p_zsr+8l-KAl>qm#;ikN$~XV}DriZEppZCHjb4RKxI|Fh7Xvqo1$hBw=uK%lX@X zS8tD<8cy^^k%Z>)dl=emzF+H6-XYVM@_0Z&mV)T-zN5yu9U_%|9?uht&FjBKiLme) zICV5j@}Ir)Lau@LK>t>QbC6@(zY(0KLv6Lf5&^)6fDMgb;n3_1HYhg$GfED73(VZF4pk` z1hKyR*qeYcKM`69oyA|j-klz80bX%jlXDgyW7EEGn<6n@OG0cWSkuM`W9=9t>Fe(i z)P;Z9-yomx1Qvh?xw;u2{ZV|AE6QFee`}$3Xgotx1h09aY%^Vj&;g>!+Qij-^V|qJ zX$e-@gd#Y|i?2M=8{8hjyn>i0TXON@JpOzlzW-vHCxX7fOKl-Jd+Md{QT7oS+Hk7V zf#rh1z{bV~(7u4RLxEgD(7s08bl&Y>ylabQ`&7~B+K|gjVA7+&Q{~;|fzgo;QIbSL z@4)CbH#X*8v7g4>mdF`+x8ivy*J5qnDKKm@)3Yl-y97T(GM21^CIdRrR@VBmW&#OB7da#VEhzCls$nmNew?>1_7=*J=);~to zM^5J>XBsK@x3yP-7GLQbF5A;9HG&METM z?BFy25Fln9KEQWuZ_oy(#9ZBl-mmzGdF96n(=@32E4e;uWM2*jN~>Od*5}LCbfm=X z$E(->n=}PY0098eUDgJ|E0#kaGibImQ=DNPGzF zV*S*bwaB~=qre9cbumwTU_UQ=O^?AH1S?o0ute}j4w>!EbzB0jnV@3q_-~)}MvM>^ zG~WdfvN`AbMeoG#o`H$X|3=_|GDu$|95u4JWpblO%prp=j1!Dgcqm@BA6+sYA1Btb zD)CUUl9=;Lchr4B8M$U9`2MhroD+CMPy7e1|8`l=ow5h+M&<1M8I(ffnVBqIMjY6} zKYLy(Ag4)Vpi$3A1OgJg%tVc>XJ^}j377Bz`dsc7r!K!RdGn=U5H4{t+3a}!02ejJ5I5$*+uVOz^r&a;P~_E5nB0pNLUXnQ<$Ohw%%G@N8i@uT z^};2!tRYIX>DDS(!&Fy7;#p4|@_3F|o$WD8pqH1|*Iygaqe!0ei)#dk5IDz}>#W~3szPy&-d8^v|Abq#006^*ot*f5rD6G<5gvtE!tL=xc`%mQ14dqm<3MO&hF| zrS%Lkt+di(>*qs$Y#2BV z2>8|LDgy*V`y7*kJqoB6DwT-&x4{$`K9Jc!6JueRLgR348fIe{k?)xEJSpbM$#YLO zykdTqUMdeo`{~Tq@pk9zPI%xp{dvdiDSdM`2n5!sL0*Hi(sh!?3VB(X5n>vU4xzM2 zR&KAi+>-i?A0&C;S~O;yK^6+_?b<_|A#M=LB&#ob0Z^Q(EW5tnJAK1m%>AH;jVy5$-J6-S6pIy)rOSNlWXC zv&WD#QFZ6jnrE7OJ-B5tftlSR*qAslOF%PybXxOh5i~pC5~!S5+}MZ)LN5RppjBe8#1qlF!wE#sUniW7$j*K5;RM~>4wpqyL|k5yCA~> zU|#i6(op#n38K`OOo;lENWZ449N#NcMs;W6VsJf|7Dqy!_)md2X$c;;$LIpbGKNRp zqUZ6za|ux0+$_U^8Z5?4oi^}Xh>;5Pc!DWLee^r2r(jpy>wRwEOgq`A!2xV{eCcQ4 zzW~|nYk)N`A%UHJ{`OgZpb`yf9aW`l&U*7RxUrAA=la+Lb6L6dN9KEB2KUHCsfyO> zs-JYZYcVJ**_cw*7V0|IyV*P^)>bX@dU$*qcuw{DPtw+?V>+8QEJ5$aVfi1Abnl*{ zhpoo%)|t9Bc;uNbpS`AfPjA@FvHgBVoROFFmYe?{K__3UC?OmTNj0=HL1ZKa2)4ug z<=?6c>KX18e^t+T`&Ca3jp*(x$eFezPlC5y^PWg0i<}5HdgS2Z*cOOF5PE9GJH^Ra zpIILf|KMiU4hdzT0Q>w>`jA;Kl2`o3HotZ@c^Yf&fn$FJ0;BZl_EkD_wap^$LS~K!JF#Q<2$t};Bk%~fW*2bhn>iueyVje1 zx4s!fb|ni%xIMhxFm`4BJyr?byfGS*|5Ey))ko83X+g{sV9j0zx^kGVtKTm+4G~U?EM`9K^vMjK?)xvLIA0aEEn0&$fzJeO~NVOXtH_R@MO;|62 zE}w-)S2s1O(~yE*5MMx{NNGG_j69lo2>=gpOWNfGbRQl{WoCBErXX0%oW>_6fB}6c z4EV>pe}Vy0^QXswh~+Q2TDG~aW|;!RwXJb@suHhw~>K;2zNMCckwK@J(%X2!Vqxkv8mGWLXap4Yo*55R6R~XUX4`&A=1J_ ziWBi?=c~Z$bP&;a-Vtf|RfB&F5!*XdGV4P9l$A1rlRE zn6`ee?{!1qPz|tM^JBp18=R*Dn(%oH3OAAA%z<{)L zgCJc)2uPzeNQ*SQXYOykf8BdsORhfi%sJ<~_h;|3?bUs-bn)o!x5SmYEpL+fET*ky zq77~Nvy%%5mDKW3mqJAEpE`@>EW-A%{s7dK}&3rt&F7Au0DHetVXY#_tlJHtBsvm2gm>B9bNtWqIaAB8~~4x6IeHZ7bcO#2C1kVfIF9!9WCGG+&$%v zC_1?kZV*MF7?A6kyFU`E9hY~vMGDsFIdw4L@9|}+*pzCy2Ov)X=#$75+HzH}!ypW&@P zaEHE^R*8mmhv*`UG%G}`I7-k2(a%#hpX&-I9eAl?wob7)3m^YxdXP1_TTiE+s*VJI z>R&q|9Hq~<@O7Zo5gj)ffuk|h^K6ciW5#dI8^efMstT8P#`Y@H4pR0XGGpNk|_U<-zI&{)=-6ytZIJDS!hHAfX#WqT{IT zU{$c}l_4LYG88O>i^%<>r*|iJInFPV`+z+H3apMLee zN<@rzH5TRxpDD9yKqm~kb&7C9e^9y$=)T9bJ|v+`P+U0SijbR+e>{GcM--Fdp;7pS zTelmZbl!LD5B($x9L2hF9mqo6zT;`^kcGADu+`%)8?yr}?Sw zL1v0O?!SYYcc#3(I6?8G2e>FP)lE1T$JuzIfNDicBi=I2+B`CdEgH04W)aJRu45I&8C>b`Ak;^DPc9pJxN!b=Nu=3t|o)KB6(;?pY`^Ru9f6OE7`vlSu;A{uH1UhV>&VqLU z;DcUQdkq&i%Xj|ZtGwIZV-BRqmXXoL=iJzZh4Cf8SL--`dP~`dkW@}6Aae%8;ngjO z&+$N}i}5R{RzeBQ5D{gZ>PcTp#`K@Bg|NwzWcoHeC4Z%#fsrPy03LyNdSVZ>A|Csm zA~Eo5CT+&;8z^E}G0NYMl-r9eiZ?hM9M0`J@)|Bn;&zBuvc$4*vJ`z02%313Cd)r6 zXL;WKk<}N5!QRCa^029tJCH>k@?Sj;2RO^>yEw!Y%Sbchnl>^Rpw<8^bfU{M}S*185{`?9j7s$3n!+Tog zrTU3Ie#V~!tl*#c!D++qtF92;Qf5eojyxJTE{i=a$!^*7KCg&6 zXv)lvd8PELg$5=`SnJ&St@|yra1%QlT-xfxtK3L9Q`#pMoYfjlwLZ;#F)x`+GLktG z?CJOHv_(3-BbOJ3$7tZq=y7329i?O_S6l6@h@?>z5lEG3*=GT(q`~#$sjtLKfWcM6L92tXFMAYKk_o{lhW9*ESbJzy}Pz#yHv zNuL?)a{phxgb$?}XfZ2AN~cvbgV?&ao3B6kc5I*e*f~1p!}FF8T%DZW!xN6YLRKks zC(Zaarpq(RD)6>FUV!EJcrxb}WBF{$qvd*J`T7w^76O3<_!>ME|M7D)akjiaZ0Z1J z)49X$X&jiZR=<5E4vzicPjA7W_?I`<^foH+^6txl6uc>YOq=R~>8VBxjH~@%HQD`W zc!Sk6D>>zRPgi%iQFWYEZ=28LR!IZrsw27F0+(E7)PmF^Ww3v zSwG+O;F+JF#J4lQLMou|kX(d9mONRUpH&KLudUt|$K@hJ6|Q~$4D^r%KE1*p@LlwVHYVyF#- zVqdl_z7r71Uv&7?jRVqmX)4Rz)M+u~u8VRWjO8W5@lojN3 z5UiP_Ee{nN@IO5gi}NUrfkj@tlgec3O+b8}*<&bpsli6boj4GEv-)zPAa`;8%~$ut z=S#OldrKl%mJj#$vYg$LU3|!#ovPm)9EAWNVbwS2w2oB9o;P0w&nDYs(#S_Rrvar_ zRFLOf*;aMy0}KkL1bliaLb`%rxm+bv#R?KCkmo2gna+9f;>Gt9QNRIupHAsg;$2>^ zu}aV*T|wa$*zN(W50LcV*H5 zB$>yy<5fD};K;vqc5&KqS*f6`Ys?&wK17-{_89R@UP&>%aBG5ns-T)ln?VWJI;fbM z|2TbSKkB%Y2438zgMw3aV&P7tE%xYe+r)v{WvezC{h>7Jb4k#23mb+ z2Y1;K&SG&)+7QT-lk@ZU1%zw+xRb3t9oM^O7bbVKcaLvV?n>|O-_6`@29APXCAb(e z3F!Bw7260_C%8E8B+A*(=1a3&lhwegDxI^RA&dY^+&gav6f2<>B$+h1rn(};h8Q1& z3j(tRh$|qS)8KgUwW?k5KOZ9^k_)Ty7PbJe}wiZyT6@n3SlUcM>JTA-894)i0s8}>g+Olfw00jdTQH(~3){5Ao zGq0QGKFEKv9JY99*!OwLVfB(GoRyVHFYHLc<{GBOqNfI7Cc*AvV#MNOU0KrTZy_kW z-nfOE1d6;X@fp^R!{mDRt7Z)UQ!-N*BRO{*zWT=r2tuh;(>eyYSY$&f-vJ<_Vw|~2 zcI=;{Q)*r&DkWLEC@9T3M1dFHdOQdg2BYcc)4+u3eDf{Cv3+0}tX05j4BGQf!i zrqH`8)XM{2r0D@(T8RJ^@I1D*zNjSvjqvPt>p;>pYyptR-+uv9>C?BOgX;$~?oHmi zWY&5L=X}3@bX%{vMWPZJ3JC?-dR8*%2*?Dv1iM2?Xw3YTd&^|u6zIR8#UFSWDqUUO9A+>bQo7US{^AKZMOMA$0W*)A$p8Gm zM(+~~`zPMJZ+=@GWyn-JO8fimRjAVFs#b~cydZOvrV>akgy?Hnzq1zc^mLHKo7$i*!@)aP75c4L9s*echDr5T; zpO`@?=JyYYrin5P+(-I2a555XK4uD4#$!X%cfXNb>L%gcjel^H)a>gw%`eV}MxAHt zQ1Ff{Dg`Tt?Nk7@&8zF>!c@%O^a_wnupptDXr;4q?@wYFahcl_tT46cxX2FQ6@t(} z4#Dht0(?z}#pWJ)T7Q}JLR8+t@BCLdm}Omer@6X#%mg!>U0i|=uDYF7fP`!rcwMyS zZ5)-}S{9XJPRS}S4-vbLW{MRS6=i~!o4&CKSL_p@?+KkId1alReB%*)IF1YK03-C} zm&r4nkzK7Dl%O}W5GNMIiImBWnMcsdN3niYFYD?#s8Et5!agrM5XtiDB@iQDR&(~a ziskW`we#>3O>)X(llM6frFn_fJ1!I~Q?H1y{3~8`$oTuPJ$Mz{5cyUx!wE1{^x1g1 zl^De^Tx~0OP~xg)7gK4dzUHfdMZ=>lV{DW4Ch(xlLEC2qZys+hH$km5w&7Dr5pIrB zTZI`}>&I@3dmajj6tx>M&zDxl^W|G_{>`^u?YAs6yGMb&59JsgEUg2)3*?(ug_sn( zUL3T7V*m@%6{LX9{J}oPDsd;vm09wWy8Ib%rLT`oZgoYM7R$Nx+Kl7&GM?|gaYBJ_ z^X_P#Cu-aax_Ys_82y%P+ADCDbQ=#7?Jz()!`6fokFcSbc^W?-L<{E=J0%%Z>~uJ! zitg;D09r72(nc!Hlw*WXblFlQ2Mk7_`=`%Y$us{*s!pE^?5#lcs$0kVcBbl`Om}!M zlyR7#Y&Al}<4@2V_SN^G9PwmMssGPs*s$ZAITJY!FO%K1kR_RNCN4qm><6=Pw=W_1$b^VCV^SN zEd&z?SaJZ9SOutlNFVqYU_(g}9xnMFfO#An9poA!8GsR`kkD<0>xg03QV|7vHi3(cxb>VEZOL%LvAM9)K08^+Wa8zPp}*0m;p;b&lnB8Twrp$EcW^C zSu+|N^l;uj%(nDz*nPAM^%XqoXtqzFCP0-PQ_q5O=F(78piFgW#wN1tA^a*^b(77! zTZhoATM_n9uFu&D^Imh=ch9t*Vo}O=OBbm+1M!OZ#)-~EV4hYtH~Vy=Pm-wBo#Low zZe(VwzFMzvzcWF5S{la7Yd>V0vsMy!BzuHsbUt{_QfXi1M~n-03C_u-KKl; z*mkv%JKHkyM~SGZi^rgsn@%CldmTcaKLm%ODWC!r?9_cA90$&Jb#>4DmWzNa0zz2; z2L%)*Dpdx`x(I{z_Us+(98b>f76TPp=3gc;YHN@{#Fo}|?~ZfwqcTnIE@!U)H2?ss zdC*UM6F}%`YDHk#M=fxUfma4#ezu9iUFUpJNn)z{OLBXk3O^h}>J1F7b{@nFgB^tZgiW1bbGZzKR<$Yn7bp){*xd zduMD`bdPKA>7BLM1%lmd5yb|N_H`8o)-f8u8|ovKn+D zD<}#I1m|huz`6p)$j5ys2ygZF<_bVU5#VKZOKbm3^(ci)DG7lSE%`Wa__Scie>?)F zqRrqS@C-94ijNnX`u-+2T7&O5^sT-9UU3)BFrGA&dEx`zVLWU_IDr9x-o94;*{qS( zcXeJ9@f@ngY!+|3MMrH$JTE+d_f&I=CeKH`yJ$7(dB&c;Y1BTA62T2k{#%{M(hAMx zprP!b#1$wEPJ(aUJfyRkv9;3v!j4ySu1V;h_}qv)CmbJ+GlEeVluy)QgFaf2x&)iq z=?n@>4mb>^1w$KP*#IW~Z}dsnE{pvK%Ac-FH@h8cD~It+ijA(D_zj*OKNo(!adeC` zuIvM?%OK_=@F@JdNKWFW_o*|8;?+hYaD&j^zwq2gk$!+{1$Ls}-PJOv5r!khugW|! zp1Deb&WJcSbyrJk%>EM*4~h)}oSf=tuP(a99a{siUJ) zL83++!-%2qk^FqCHFtS;1zU9`?KQ7F#q+Xeru|}T|G{U&oBKsno|MwEs4rT+s1ZLi3zDz(_QAh8?JhP8B3YF} zexR4lf{tH10YK;`GATY`5{KYlCDB5W55VVUjq%+xN>OYQY1?!Dk+KHN;aVz!N;!s?eTs~ zRD$I6k;Xp?BT>9(Lt;qa!EGwfi9CRkC z8KTD6Pb?rsSPTgvvQhnP=)a+F`&-CdFwS|%Zj;nROR|ma?TP*M&Gw@H~JW1RX-GOu@e*)95=`3BZy}g4e?iS9W#=A~X5WU~h?cCkjDW13uuRC@3 zTebu`OWQ$UPU7mSe(oaB@SKQ#H_?DmFuoh7a=|;)H)kn-(S|+*qy-)||$# za;(Tm05WANNv4IwQ6b&2{o*`0KtB*KyCu>)yAO=8vl2qzoQ+217(?KAVc?C|^{Qk!^+uOh^+EsYXc{L}a{;>Cf<1H2P1i(KG zR(0Ubj5&1&fumh&>ejRU7Jw{N&ac|6N>Cr*on^n6c9Ev&GBlTTc6NimnQXwS1 zU+F!zse4e#&+3m;L9V;%2}~@BK9%7IS9LAr1Kxg9!b$7>&Jc7YF#R!bmp#))SZe(V zbg4Ab5ty$y}JuCB%g`={;kme zXLF)-sFs!%;EIA$n;bDO$(BhAf74))mH{YraOZmvvPW(LeH07yGVx`MfGy+~a8uFB z?3Q?H=9H9&{`|$L&6^TrekV9R({y#Y3xX*?zxMOE6VKjs_O%RGEBe0J;)w#0l%RqD z7>emTZ|?(p$!chcP$AgFQLU-TN7Dw5&Tek~PUfMFB&r~J2s8%aA(c^PmElP@5hEqt zF%pfKB7NL1N?V2yc;}f>L0NZV+G!EIaQR@8z1&Q|LP~Hv2F71fOGtUo4E-Dt;!qU& zg9@3nX01|cA1S6w#-qVP0!&tji#A$k?Ek`VoslRknWWIK*v2>Nk}7-13}^p z$(W6!3Yq@f@`MnVK6-3$l4M5M(}3#ii+~QBQ6ZOPVrkF?!#mMz>eBg%8?KhtTs1ho53Pjb?DNt4WTS!i60JQLX0hth_JW<0a zK>yTl56RgOPJ=4HE4V>Ff6<~t{-8{<67=?X`I=h%V$HP1k@U?Y;OR{OHk6ahsvO`x z!&(MOF;8pNmg5W%dc2qW}qGZOIK1Uv#-It*1 zkE~b{kLW_7V+Iw85wLhkV>7SpU^q?oDgz>l5WoE(5&n@c38wHiwrNHxU{Z}-8R))Uq2Pfn5v`1JHSCqhibnzSZ6PH&y(T2mS+uBBG?~Z6s zMqeC&F9y&=4%%)6v9Q7+e^4G2$fhkU&Cq3B{(RIP}|?EIS|iVbKdzaHNf}D&S-}fYZVEH$0NbX_F__^=}}3G8)np zEW;M`&0`VAIeuZZf%jO*@Tj;)p3c<53geHN=d+8%_C)oyD{3rP=dBlkF}qBXb2mSE zTrP{9=ra4G+SLh?NKicGFur%Xb$aF19_IuRS>!HP)3dZ6>mxun4!k+_;Sm=VMP;Qy zebvrR2@YCZ-rPi0OG^|X3;o(zz$L%ojI3>c6uMSt$A#`4`i%2W-|N)*7cbDRFQ0eN z$C`o?DpOy-WvrD+zDFNmk<|0goy5YA+`8v_se<3;9Qfba3kpsj`jI0&$MvUl(ogHO z!G=`QFU3*I&UPHFQzRS6LpKBiAE)ii?Bk~F+6petq+H^z*O^wWxJtGW+^eYtOio6G z=m=7!HwzZtv76oiT+?sKhJ10SJb{~2Dkh+6SGc4n7DVsU3#11nZ>G6nq8|%%Iz#66 z$o4$GIsIhCM$hDn0}~bC#}h1NG`j4F^4K{>HQl8BO$H+f*+M5>HI24*9nnvkMBje8 z%=|Z;T#mFIiUaX4Lk^Vp1T-!keFl|<7-wDK*q50FOnPb+0?z3{@dbLlJ98p!0U#P6 zEG}MQiU2yr?9ZPoz~21Tb_NbM4q&dJ_5Vu*f+S$bI05A5@diPlp@AL<9$1~xJ9eCs zwHXtWqwYsc&uS5}B3*MMYgJS|yf4^T`dO5@5W!q01>uVH2C z%^r!j{8$Lam^G*mOI^q^hf)+^K>Kk)2d|m6S~he70J_A#nO+tT^%yWiY&*4Jiw6EV zN#6`z@{O$Ou-il=eZ6l^>Wi|9+EbM0YO4JfT%X)Uw}4QVBP%${^N(T)g~|alc>4?s zFPx(cFB}-&V26s`{Y<3Lm%q4ORo^}^IL8jYm7wZT=ZDT`9m2zZ29A@s=mDptCZOdG z4A)?{0$T`RSHLp{L;awE#5M0;1(9NjN+MlNh$u1*Ne=dT@KeFZq45Nd8^NTiX*gqk zHqHoVk66W)$6fN-rA@PZv>+Hdt|Uw&~Li?o;_ZgYWL;G-q)$wl2o?F_Mf3x`t%{ri{3P= z+wfVpdy)yMT|+h7B(-V#CVKMKKS+!!x_=A|;Doalg}k+M5hTS7<QW<)Br z_;UFyH+E@)`O%Rf!y1$`$MGUFrQEinqfG4KP#-6#iEz0=t-Q|S!#Q^h$cM7o>Vc&ZnYr{;1Pdh9WC%@aQhN$r=1{ge|h zKD>k!spFL-*_QigD*?r~3-I0m9RrPCt3u?z3qr=QwS-qIIM4rxtfbm!IZzjInrc3A zy=8P*Q`MLjDjc5C(%5P0J#Kna(xJQleGIX_Q|+O)x}bbysC`wf=oyQ@TtLRCnw+%3fchlraw`~^|cyrSizJ4-$YSS_Oi{fBPY(yw0`#@b zKNzIjl6VZqc27agri-8mVhX^t?SUMIoC&?FH0&=#30!sA@rX~&p{IkiG>-F zJ|kRu6O(-?W~db61~1{5G4iTl(I^!1oZoga^3F{Tau_moHxDi2k@~He0LNjEk+srO z0Q3TwdsmMdhu^M`ZPz*tl3+{_DafzDF(W#=VNikU%&g}*$dNy-oKRPjruQ<8_ddiY zNIyIt6w@<|9xrxuEe>4IN;>n=P|)Ih$d-7g6bwT=JWy=VpWOQ=JAZt!qhoT?`c&N( z*>yt0$di+Foo+DcqHpa7#@*lGB~RD9k>y4RbPi%4OMhC&R80T0Ss2~N5Dn@$hAmvH zMf*;~z^MW>r8YFkCop+s>$dz1xIM{nUG04YphB<16>x=BlB&62BlJGS3r?NsV<;{(|bKh_q=WSN(_84&X>;GQ@HCrw1Ee0LI>tKt-{vOXcwA1~WoDg4M0S+n@Qn0ia8{_mL+V6hh zMD-?0=ZS2zZl9QsBq|DY+JsRvmJO*QbR9xl8}4z3U}a-Q>Cs z;P~=JNNY0q7kY0JiO79|p3#0inLgWnzqP#;9e!{d87FZGT1(YC zmN$VmXTf4*yy7hm>P>TyyV2{F?f?d~IC@LzBt|ab+R|leXL3k7KmPod& ztb$mM2!v)49Hscc24>|&e?4pgSl>?wGsR&yQHFH&j~4uS7a>-BK@6KC&zHala*f>X zxMcqVd4jRhWU)160qgh{-Kk;dctLnjrbRkz=#byTPh{s!nFuSF=*&7^#AdS2Bp%i(4l}fBX9%X zRKMl5H)_$Z;><2FIo789WYa=u{?+NzXZH{6xS;f~HkDCh&ARs;NOn_wN}4XZaFc7X zFH-^-3{af{PKQjYuB_s~=-Yl5OnW#fafMZ8X9sc?NPaorIIpwH+h;(mZD_bStqdI5 zo~7)Qm&cHb%40jcd4EbhzurdxOyy6Wfhj)iCVH;*&$B3>%s9~V4~oa zt?4WJLz6jS-vDmI`S@=0pDGx8BBgS@ml*1Ow|?;IK2)etjTXynd; z+(k2IHn?!;)Om=Xw3Lrq8csb@m6EmUS}bxQEFiJ!YCyDcHA$kS-NEr`T*&4^q>#?7 zsoY2JvO;@#NXgIG@a{CS=yLOkYd-ms#H>5mgF#!iKbAEV{yp&Cz!ZXHfyinujVs`1=F{09)Y15IJ&mBsKzNxzvujuyDx6;N!*+SQWvQZ zr9%tBu=}MZnCQ^7c=-orwIuzH`J-UsRVaA(tq(-5)57Ye_nSjA%TZ6PE!`ttC1F||A#0a}%-w)g8vt#yTa=kA?TEh($K) zE(<9s&ENHpR+@|ZmOqQND}Xz`t}fBeBRL&eO0v9|>za)lGJT$m>x zTb=O|c+w^o3M+wYDoU|T`kYntF_ABYSkelG%Oy)~R#LDbW@)LK$u&nobYD_9I#q=E z3D`NtWZ4xp?7iQ`ojm>V*w9;rOLFi$$Hu5_=UucKvvH|hjY-UVk9+25KC|2yAD{n@ zK}jxOTGPF~X;h5g!?4Sp2U+UEx?Yo%vQRzJMk}l=?18*dKa8n;{S{D_oyg6%p^pouY=;O)}PxQq&hPR2}S*s&?7`dvJLdRnhOLKX20D~ z!uCr!og(#TI zw6OOCF=^t)$cS*mM0%UGvubugKT&;QT;bCp^+QE&(G%qW(%oZUr=zB%9H}PX+2G?g z=YfaL+=nC8vs$4=+j637=9y6itXDGrBSTjD+u8NYC(hna!9^u;;GVTH^XZ+Ed)U^T ze4qo=0i0n)3ao?JaUXzE!d>1h6(KQUDO|;(DR9l=eoaGzE;$)@BuFWZ>nCmFHrqKY zS75y;e^xV&1H%Oow^!J==gT*Jtrv;QrJ_m(AQ;4K|n(JW&W`x<#17cYsz2qsK3ecp4t67am2N#U8 zxFTFf4-{cm{jSuCMvUfb;2nlr8o*!MA`|!`orbO^{j56eQTd7@^Uevf-Ne3Kd1Txw#R+ zw-%tfci2nqh`PH7pbbDW|1~GF*!i`+f*n_j%Gt}Udt=1ldJTCizWcoXNR)PbOLtwQ z^ud)rn`l0^&60_G+{nG=cY3dX%s`R!N<6Q2o<+DiAsp z$wlmQgP(2Cd|E*zkfC{=)A;m6|FkCWLhqSG9r6xO`Aq-DJN3-UU*pxYmbu1#?|}S? zXWChnWEvYu;AY$nZ8q~*-b-?gfK2lWcU*e5g8LP59)1PXAf^1P8GHMOPK8p$4~AMc zIwZX+{l^Zi$JRl^FtcRoWQNFLfh0!v4~%YHWf1Qr!(wNq_f7KUbr;^89hS|nPF>4E zCvX?`F^l?RaJ_G_KIbwf%Btmz0*MZAvL5j2nwDv-i~ zHx_sYgtT=KOF}JBK&t>3Z~!w6pbR3xZ=W1K$~}(00@!+~=knV0S%CDIp!+%-))!oR z5uJ{^JVTaLa8)Tbp|t2*?-G3tFOr^#c#W2i$;H#yaM<4$7GZe?4<>BOLHj7Z86b9A z=#tZO3_{U0E7g+DIN()u&BQZ_=ds<+N)OY)ZE{^Cgvt2XZin~d0y?66X^^)}C zrkpApr+HTT78kAR^C__Fh&db6r5V1$Ru)96kF<=DEYvI-+~YN0ETdMlksXizYw-Aa zE)E&8u8@!zJXlQZr;^R$)wLpuZw-AnH#sENH=Zfee;jjGAmV20+BrSRi0oq3*APsS z*%FYm#91r0mbFM9lp=RuFw(AT#lW^2@UtmW{cp)7EE+btdjj`$iRApJYJ9esNGXvu3;6|5q!Lmt8> zTAj}xiR^Lj?(PBr6)0T5)BxUx=AZhbXOXL^HLLgA&%V>TUSV~}k2z5D!X75@^*3FH zwwa09)RRkTVi--A_$Omd9#`q@=V@I~x6&vovFZpDesuX}Jz#fokp3m5SZ#XcUiV1N*TuvbO5D^rEg$PJL_gFE*T^ zNGokmzM@otz0ywg>NttYZsAD!Hk|9)){HZAzpwi_&fDKVhuxNe=`P0aU{S4`N zO_Er{r8+rQZ;zEXSKlMZHLYW1?_B>**d!i0VkU5J(<&n!+-{iI7ng?I5IUg1Qv!^Z zQR^8h4d~<2mDI+8xA6nl#tHVS*_ntTjf3Uj&&+FiP;{|P1 z*?ej(dA7KJr0Y9mULD1!6m#e=9O-Ye+pt#&_th!CSD%V{`N&PN+w59%W{y(t^lEBz zX|Gn5Ki1h6qsM;rb1{vF@=;?|!_d>4YxSeVrvwxhF0rurXkX37h@XN-uV-|S>0Ht| zEfqhcGa%1H=wO8ydCm7TN|YERBLlB8+Aark##)Sf9HgR60rqMjrUNK%i< z<)$mWDL%tv^^jc>^rB`~gI?4{etX(BDd!cVEjH=VVXT;07fQl3Ow+}_q<3(r&qjcN zx5~qFKlebtW08h>mOT9aRYZdFo4n$VtE5`Ti+Y&M3){-mGUvzE)U3@IYAJu^RiE1M z1mI+g_mEsGacRvw8(N3CF9OiZD|Qq0{uw_y)bAYgsyS!s zuWG&bS(u&1KSV3&d-G|3)Ns}`oqvEyk)=3X^ym=dgXe+R@6JgSuY$UQ1N1_wsNiOr zQv!^Fft<9&H5Lv2{hs^oSWiUUzF6U-uxY8?`_r~$Lt!OHoTbUlF16w-M&D$=+sgtn zCj4!h>t?U^?V4^t(9@++o``!#vWeY=x<&_*wMlbmVg`z%yOJ}#8lelN{O2q#1`~+S zo=Mk6Q6${HzsCzElzVr!X>c%^j1Xunw2UIq{GKqyj4jy|*j(AAnl!D<*pGTI%c}Yh zE8|kVpT5xgzPl!@$3FF)w3E#K>~oO$rK8-3zv<1$z899#6>N@8>mglsppq!Y0NxfJ zd>>7#)f+=|;-ONXqsD*{OxtXEj@k`wZ0=w5=civCIYK$sO))UjZM?NnF=b_YQsu2! zxL(4S#_8Yw%7@Q_`Bwj|g~$`ox}2{;?dSQZlK&j+Ri%z}bC>iF@O|GN;PuX)6y(Bf zygTai+o&;F8CAa=%uUH=S z(_*Z4HQ}XWQWWg;xk*y;59)BT@zpH-R!2M=18zjnhSn26h7tg#j4R+g!pr8O0DCGx z_EIOd@oa^6NN`N#6J1EI6AhWR>Y^7}9ioJ*{`BY99m_+*#bv}Wzj5I9gTUXQUxd8E zl8qV7+T66(XL&?NSFjYd%m$Y7$b%BhbLRM9$)371ReS2Z&tgXn1QWO5_JjcqZ@l91wgV-q zx@HMBQ-%#g+dr@4PTY(|m{`R(ANz9KUtm1lP6*hl75?)yPxVkrwE2&E zE_5tk31$tt$Jt2p`N@it8>hllUi-+^oxj_fDbtAAYCq5({J%fdV6%uAxP z@ksym6p^q+fta7igt{FDR@7Uw1?0j-1fzmT-J3(KHvjq2WjS`)nEf6W{o;SiDpZ`hR*n>=0yxuFn zgJ5|fTnNK8;YZlt%9`8J%|dsg5iDq2oDkaR{<{_M*4@jn*E_G8VQRm4rgOvOKh z^QT7=_l0nJoZ-WvzuPx8B%;6X%ylp3yOjna>%_N9cLm?8%4b|ncm#GB(vo-~u*biY zP*bztgB^MeW|TF9H}}%d0Z+j;sMT>^(v+T}-xXUYQYqmp zwp}gJKoT!3;*@DxdtpmPdTVu==6wRY!uzomF>XcmBq>WuJ>x8kx+MADpR1yBqX5N}zb^}w58V`P6LrB=a^?0_s==OI=5PB2w4zWK zj22pdolZy*2K8#-tHTF@jlvA(l`EI*nFM^4_N0bQLQBjCof zL)I7$cC9geB>2z;70QYVOB!9w3G$g9!1>Y<{C?M7A7k)@WT?x`-VnSoia=A6)SUOC z0>2v^=NGpl40JuukJVd8%b$$gD*P!SE*Ag3NWtI5m3Y5H;o0S;cpL^Xw(@>(5z~v0 z5Z{}$Vp=V7i8tOB#LB%*GDqPUgaWD03Q4~T`-{As%hMQb0`Cmk>{1~EwA3>rd%Oi`2t89~#{R3*ZAJy>~ zaq>=NZxbdW@yr_C6j@u@QlNZEKhEscTyXoFFurMCII3a5ya`d9QmY!;KxU6&_ImRL zsdlz?tF4fTpHf?@tJfjirpm0z5OCDz+a~8Hsh=pKShsbOalQu<<+_Xui?06MxQ#;7 zq7^EBbO^854*p=@p*!rNoHfrVUBgt1UoOzA5cDQuSXEXI*YA8Q-czErZ>m)HND44u zJZZndM767186ku8J^EV8Nh=}VYiWv3^oI%gmFE4Sl<2_R^mwD>ypaB;vkt|En~1r{ z;Kd(~=ia9Xf8#k`coR|a8dXQs!JK`iN9lQ464p}kiO9c(_Nh=rL?8)~f-GIV+(+Ag zSM`;>k@jOZ7N$-^`0uS|YeiUP6mi8Wk&*}5L}nNqf~re(AuGK8imSasuS(9YwQ{%@ zWH21>eY{$u;uVZz_6jH9`jRXe{D`Zr)TtBqpU#I|f&2mS;9ugYIO2Gc1iTlov>fT{ z)yo>bXqpOz{TSWWTk_yyT-EQ%{P-Y|{7YGM?|RyobZlvJl zTz}Vl^vg6`+`HSwL$1zH0rGj6Cu`qn*VUwx`iSA7#--W2xg^#2L@N$L?+5nTHBBR! zXiBH=H9HDS{n3)XO>8WW*j|ztzWjp!YWnS1YHKT@Xcjkn`@fL`&@-%_ouZ}P^N!aP zj9q#CUv&!PlfaqFMPVuk+ILQ8KYQxcwx1Q= z_gdd!U((4Vr52TV^morvWCu-ULFXoh)ILK;21+tzw8>VyQD5p4>VsCI{-i&lR-9h( zTI)}TgI&a>+NIV%4BMmnPQhnOdL%TD@5dCL?Xc$Ru-|Kq@#(((bSZndmM5QW|G5~u zqW3C&denL^p*g$ei$!gFm#MQ*&@qD+3>TrKB5q-MCa7DnNKb8YKWv3R7cJ{y{BcDh zpS%6qU$UB&0b%Q+vX8?iJjMZ#h%9QK=q+M+QJSvr&3upz5f{K*&Rpp3;Fj~xUGfu=Oc#^*7E@oNpi5CD+H)PpD(kJ$%8J)$V*cY+ zK@7esPn>k^!5MeD$tfIbM{@L`b>g62;l7w%-6nVUloSV*)QxNia%o?!FI!L_bJ{N5 zNB-T_Uz;iqzr<$2KULo?(Tn1{-?#*H(b^(4+wR+vAYpmzNvt2KII}XMn{{V!8;>+D zcjn~&WJ*VhI*d^RHBfSZKxc*iL*Y{D#CR`M;8}Zlr*0#UWxL<-z@K|jms;rQ$-;Vt z&_O&B4AFA?Bk?!UUQXQPq}*$N_Bw`74RZQaj6d+OoI?;WW7%(YUNcHhg1bGs6s;a5 z>~NPHT_$uBqANvFsc#~_9OaR)|D$5)j5=5d^dzcxBLMSA*gm>_ov|z<8SAB z(ai+zZP{&NQKN}DI>Jqkk1t4^j%Nm#N@BWR#7$G0>%E%~%g?_b_C2VDwjF6E@J;Yp z9F1SJJ@t-FrxnkeK*zXk4ilEA-Pppsv9x4fJNMH^Ot;Tu=l$c?OzpD8-z#nYz591C z-jT9H3E7F7!KE+m|LYCgeZeRvyHq-TfxLy}@7DGC zJnad1J>QT=$ZS^1kN)Jn$lcHWZ5^NPii<>CrSV16M_=6v3St<%l)h=pezzfgRMO(> z6<&ib&>D4*xsD>3gL$I#Jf7`?(#_Jr%+d*?*Uq1b);^3lqs(`H%1)#wJ@>HWX`P$B zA}9r-i|!w{Ziz}8;eA*MUc>pJ|EmmPPtBK)Ly=5sRWme2ZL+qZEP=D`j?MTA@lzK{ zC*)m3N7Sp0@rv-#@BF_|#T?yALc}YPL|IAWpuwKs%BNbcICQ67R7}=Otl&is>#Sj` z^Pv^B#}BQuwEsc~j%vnm?#@YOB5y3WldH%NY&r=K#s#dMz`eav^FP=~Q=g8es>!YC zA9Y@VR=O9Dwu_V-79zQIYpj{k@(Ya~q1#{HWMb_b&L4d3 zvw_IW#S6LbwRQ$v?&W(4V&RFsiqtw=xDna;Ht8c#IeXw1tX)o%=}<%>PPuK1BN3n4 zq!0p=RG#_pkajO4V(I??lR<30bS7H?qm-pYt=T%o{_OfS)nNsk5*QcoWNBvyWGp#5 zeZa#f@3XYWjCTumu1qnx7<>mO5xn}9M`_{^97 zBE$X9Lzv=2fzG1Mop%J+#`hIfWQtc6oW;9U9Ixc5m)QC{Nz6nTaZmZo0v{=4rITtlG)cR%_7*S3^J&i<9F-2RC_)p>WN`zKqXK6u$A zmAsvLK;%Vf^W2NJ`!-DpJoQu6B&m(}PI&BwDo<^IClm7kCWCll8;^92XytA z#c-uNFCYx|-jid#`~HVijmP^8>lLV++IxtqJR3Y-swnT$ea#!-Nh`50R*Fn{u3VXN zb#Irm*^HgZlsr=u8Qj<#F^v)qdgGx3Nn2(BdE)s4AxWV^Z=h|V{+R2=TmOFD@nnU( z0xtp>;yEG3D(fLUm9CdD>{SG-G2o?202Yz7KuoF9);QZptft^uHLY-D>8=%sOKl)^ z@0WNDMD>{5-^YmKlJ=ycT|DB!$KT`8VO!h_uqwvAut);CiY}4Xwi?cP( zwK&(Jlt_h>dQEGIf}R;eaF(jg(fKRf`OGhJ<@T3B?TQ_g%BB7)fyQXC-q~RJsJ`zT zw}+k@FOGjS#b|FO(Lxb)lkpg$XWe!E7Vt#8 z?h-s*(hq`O6g+Jg4P4TXG^y46A1D9*KABRSbGVpWP9iL8jLFbO7*E}{oSn^h{P+pC zZrx@$95EVC0L9g7S5Zph3~d6ZK9K1HkyPZ|fV1}8YTZYv&^qHiPn+j#+wT8OzY~Dk zwy$4D;=82dp$GDcqUbi znh>Ju!;AV!M@dPpB_g~I8WTLXukZ22S8uU1%9)M^C>+5$GHn=|eEt0*qv>**ZP58W zt2S03QO2LsM=MGyzux(Q=(?3S+`18q>YA(voFbF&uJ0PP4{&>9JXmlw*d?Kw;i@?< zrB#W5DoM0fV>aF={ZmRLPN|-OUOiQm=A`&g9_=jJH>moIP#^N(!JEAQ(Ki@OVE_6q z!_kNk6t-$;2!Y7 zJO6^yr{4oLhtLqbjYBU2N~Pj7AJv&!qfE>%8Q(iVPf9HN6oGnqLR+6es6e$SBrcT- z0uohR5O^1@^3vE^yVG{+`nPM?KOAja09?`~{V?fL^7Lt@o=roa`e2~HFL;SRBdRUW z(cuBtuk7>a;eB?eBfj^YH+c1xm+@`O$M-&Buyc*8uY9Sy*NTZfYuW_Uc|XPHMztDg zQr)61+eVwmR0K5XcVF_9^859HUWnd-E@qh*CbF)AB!V7e3|W?SF|1b4fnkwhmM7#& zVag&hsT4;juGT}8q5ubHbN=A14_UT>#)1tBPlodW>m{F^fVR}GD@m9(QlDHKGzOyr zx36E}l{?ocGtJp@&SFucf&jgju8b+O^)=EaquG34)$KdKe;q(Po6=&!N>5fKL6t`Caz_S-ha% zHHs}$-KFH|lDX~GX_m(`*a3NrWq6vz*Gw9I{#c0~y zuV2qiX12NAr*xf)`RVGqmiI~^MC&f+pQtTY^-l~XZ71NAz*9Ph=y8{682AQb8}i`* zOpl3o9!o^#EjA_ZJUHh4dk>h`4(AmXgAbyz3&iNxeqExLX#rNoXp9Df;q8@Of8(=R+VdH*k1*cMNk_TSDF4DIG z9zs|J=oBg4%7|I1m4SG?iGYI;z0JHtfDb`zhY~nYq+9gGvYV}Q5k<}%?T7^NG~gHb z>V&h?C;ax;{uz5WGOpj=W4t@XWEs{rH0_eQnbFisnySLLj;69K7cJGovRpXor363C zawtkgIm{T2Ge(n~EQb&rT0@p=v>CFjaGNYND95ES{JpA}$iag`(@4dy( z{M1kJ^x%NqJ72=b&;$Zh=uLV`?orPfG^d2cDJnQr^ehtZrl@MsF~^p(1Z8NMDCRgStBK2^ejr}IOjU>L2n zHiMksXNW5`WgIIVc3T4^bA9MA_4p**D*u64j|H_!rq(mEs(lTxpIj!Ge@9LNN ziJ$q)P`*s?15g?tRlNj5Fo7rOADK@)ptAwG7>Ojx#P*N1M9I zCNimh>65HD`<`dS=}X+U=ci{3%A7|J?lT?@`RMLFzVxLpa(a49<6tg^lo;Ls|tGa51;4rr{S zZCkO6Dhdk34&_BS$*MJD-M1aP0648E0n)lv&!tZ_KU6h*gvtRx*{QS@T1-|&XuP_?!3z#~Xada@__-Kx^ zkY^=XmQxl5S_gu+=qP+UJ3T=u#qPD2Q6U2~N|~t6j7=J=F734vMRwiQ@0Y$nPRTt2 ziV!3NL1ql(8N~4&0{A4^i^lj}-^Sl^D>=V=X7{UKzqq~8Ki%>E@Ypsa*Dt%IOL}2? z(JA2)Jbg+@CY^1w$_g~4vPnvT){60H$YMTYzL;@*e9UJ*`&pW%;qC8zmz#G!PgV>z zn32Y|4aM1G#)~IpzNW1!agT0WY+KXTwM0YqL0s)SH)@f}WJaTctagjcpsF(#4?m(h zJ))fMkq;zFcB=R0)S@D9zg5^MWqBd>Dbgp zNpM6J8GFYrVm(w;Z2$}h14cy#`4EM|dLN^|C#jP|c@HQutr?UVMXuQ$54e4OkE^>A zjE*)jQLU(ycs!M5f!2mB&qXSB!8q6?d2WA){OQKX7PViWq^&MuT#?(w6Z-wu{n~n6 zvey=bAPH-uXa%`9)c@iBEhkJL zqaAMFdYLbM@uvwsSukYs=j&(} zlvbz;k+1|GI?uZzFUVBD%}%Hv-6I4rlU-adlKFO8eF379T!kk{;7FpaN078(r;&h` z>H(%?@3dkvV*D=km((}87Rl3!*>tTMuUUm?5Vd8X4T|g6uHqUisyVGF%8cP4XF4bu z4RXrNusbfees#*us1)@b8jTiP76nG9_6QVtjt`zpi&`wb=O>{)uHMG9o=F>^Ty1jW zi|(12Yq~{Le+p9;<9nsWV+<8f@(DPlG$j&Mdu1Q9KF(iwc6=r&LfwFGQNDpt@vFb~ z_s9p18!zv%cV$Xm6tu3PX=XIdg5_d{wT{KSvDU*x%jOjHarvZHu!4R)P;W=W)>%C4rd) zL{hztF_z6Fz#`^<(HHhM=N> zcmhhBCD}a5qmqL)iJg8)Yx}vzlui4X{;tyT_CFHB!62Mh9F6tx*^e%7@mLF zGwA&HBcx=3;aqgvU-JI@Z}QDIzQ(JcxykO8A;ZZK=K@V#(KK^{YpLfI%bDe^?>*vA z{QNKTZ~gLrh|)XwP!d9hbsm!$&@dPd&}iDGWpDQ?SFT*+(W9pv9v-7GWSOQMYKEgi zva$>?%rIq^O7#<`ShYw#3gw86qE3ZEfS^;iApya zMqm+;$t-zpIq%rr-K8*^YCh-D!7-y9@v_reVSLN<>|?Tej%yoi)38{~Y3rJ{si~F~ zRaLWGE}733oSe=$JUXVambz(BN|PCbA&_YuSF6z;%Q=h|Fr$>BX&UB-Px$cn|22~< z*U2V3Xl(?aq?bDjxlx8_px}qp3qXBkN6rDkNcmD)F zmBJ`+E|4n$MJtuk+69qc$o}+qRA!JB%&R5y`5Xe|xsm*6!ICMMj0*N9CDYM>@t|Z_ zW+=pNOXBSG`!j*IAn~NOFr14>+VK2dx$oxwiz#%*=aJGli}wj?WxEy+uefZqJ4@%I z^vVc1?TZqp;3Z;sml(GPoaEH?F@NqQ*2HW5V`=|p<3(F1=Lt=NqNS-%`L%!Y4=Bfh zYd3b-xiTitb8H*1ZAysgg&!LWDhr=ZxAaAQjKVk#x6 zT(XB-fu~hlt=ccW_j+3jpi;4~gLmj4iw~_NdYD$xnyJG@8*Q(YeCOSE?@+Ainmtrc z`qZaw`?l}Aq)U1}ZB7vv(It5Ll#+l0nU*#g$ZA5|JYOiClVyew0(D)1cbpy{@x8a+ z;>yiC=q#5=+qPzW^dWh(z%?zdm1M(BUDGxV%jJ^gvSM~N=j8a5!=n=p4vu(wc*Mcs z5%0eDK4-Hzd6qLMOY%&M-BSc|IszxH#a_sJFF^+DnxlK~vp7CraOFD1URH1dx1;9=_Q|DuSf`_U3-0fZ!toQ!;z^u89|{e)e`Zb;G381f2;` z)QaFeg@Llj84favOl+$(VqBkT$c-V-vM9-O;#sA27j+z^XsspF681oz8|&7U^R#tu z98X)1T|nKrJqFxucK|7!B*)jTQPPImh`Mf7gRq^r1A7g#Xcz3{PGGI6`fh!R}oqN9?tvX{%Ap$4?Wl0UL0A)lHDs_+NrdtUjioc_D zs((h$yK;3zz+CUFHQKgs`_4n&i9Q%e)CWw7lv>4UY1@Y7 zVnMZ7VC$ME4As8MBdhw^lSe%H@NGudZc~mX z=oo`ZDaE_*zRTX;9!e>yx`v*?xSS*NcUhKbtywOY)OAgWYP}T$UPLDhN~B92@6HN?!_)uHSanic|+edgpcR*XN+|lz5(4+sSoFP1gaZc!qe@ z^?*}Kw-UX&#FlKmtb%7ghr0T%e;XY`Pk^IsWBQYdU;h`sg320hzO={g{+Q8dKp;@p zOK>&y{D{TO^6vW!{`!CPzaiUw3A`2~_bt+t)Gx-!;>DmKY8KjNJ@ddf#1KjP$chI1lC>Bt!JET=4TM#BL+(X0T|W-g>FFuU#e(H>*@3L> zATt$d;}BQJJ}61{8hQ-rf__N*Mg1u&^^tMxl$u<5G6g0|nsN=f4iwr`DDhMbA*PNY zkZVn83}u#KltjN)K1eio9l^+2No}iyMJc_KB&dD}fK=7hJ-U~_kS;hDqL&wRK!;8a zA`!+V9D#{|X#+U<7{|$4f^EgqEvf60H04~qHn(4d&I2c@YV1=hiG>L*%jGF=e&-L^ z+aHschO!jzHbsEY($sToWqEM_h%f#0pJ8z4ryyilFS!g;Tc$B!Vo}QAO~G(ypJFs( zFdj0VjJbC08h`pv|5BbmF^Z~5?g-$yS!(s>Xk5;FCS&*+ja>5qdh!PBRh zIxy6uO)$`BsQu&VoY`!~{f7^@aq9-xuU}_8-37oc&&XzvQ3{%-VX;^UaGKAV&7>?A zV(Zj2ZH)hvB4n=&vhzF_Rh;uI>W2G|o^b#10d0`LnJRkQ5X6hE$a4nefXR5m&Sc7T zJYhPXpsEEAzV_=Jy!YMoVvI*)>bmLx)21C#0w2qz*czpkzT3!kx7j9g`&GM%bVLA% z_mP30V*<~o)CakS0>?ND43wqx4P|J^T!Xf)1mp}3gO7nngXFwJ^53O;dG9eQ%885- z1O4?U_R5O7nm>cTd9K~hR$Z%Nu1N7F82pwbAOA}|V3eVnNO zO+Al3!Ks&YNk4SD1W%u0+GP0K=sd%L5YvK~ET?H&?%cV0g42elIK*CZYZS~42I-I$=Q6#{fCda|KJfeN}ocADL0~L zTu~H^hC`;43De1h@o2<&G=gfuy?^nKdGy_H0`U1Se1Y*~8s8}~7S%CG+gjSTWw~5( z79~`};Si!B`SXBNk`{DoJuOVgMJBkSXZOKHKz5$$%g7KxB#vG*7iVuIj+QUXSj zOd-owHZBVB0PH~F=7V63d4}j}{(aLLsEW5%(PirVaEnqqEonaVO7hf6$C9enry!Uj zaZ*7*h}?d2p^$z*M@rTQcinltzD^*IRoWNtTEG%Q!*}2M7Q6c+vRsV(m5MI>-r=2i zm@XE9TQ7f!@tx0s6Ck5EBzuWcQz@lU#t?LdDu$Gk9r8g*IV`z)?FxV5=YF25c04_p zaW-#hEwnat3l6OunW{KFx({j-G{-0P!D*CErtNL>!m}u(I%}~{)LP+O8xs|$h~}$k z=2E2J(zg|5VHbQZTX#N}B4)d!OZtJ+C3yN2(bB2@vfpl#)o^#$cVt#`sGicrs&{OeQ$s zqmS=1TP$RPRZ8qyyoXG@l8QmebUI}+nJ}457>z~@2Lp@`y!%i7J`cbBd-%3xI2@w1 zxKF29G{hNoxm+@vol(~{i^YQ3*_jxaKcj6DCFYWVl&DNV8-kO&3h z;ULVG1f1geN%gb>S}Bf`01^QuZq=TV`piD%TI;}DqVAjyqMSb`QLm3=yu|Ti+Za*2 z#o7gLzw;*JNr5&VV^;SHArP!%Hmf)|v;5MZ|7EGJvukaV@*Qp)6VeWv7K0g%F=atk zW&|96=`a69wARe#6{lwvtur)@$2qx=(SbZ`dHmr0Sl=Fi>iQ*0pSt#1opK>{=dPFZ z4QOr1vO@Y156Tgg1$uoJ?eYlHP6|;oBQ=U3YQ4nT_IplBQt55hGktFH*ab~|Ntg6} z(*-lfC4D;R+>`=oQtr_vI0zwNw4tsWW@mF;Yf&hs<1w1R&@QOwGrVo7>xQ;&Xj_Z5 z7H2)qd8~CZVa4ZZt#MJJ)wC^5BX$^)FHQ_yjnU+JhEkf=TAm&p(#F_OF2;u<04Bra zImKwia5QEx95EOSD9Zswkz<_agMa=%aCZMgg0tQG_TSTo(19jvMFMqvav}!ly>JHU zn$5qd2}92aJuwlqj(Nf8F@Wb#@03;lth0)~oJCS^NT5xv^@{0)809?P!Dtl|A46+f zl+hPtykEUv|GhWs@S;Vcf(zU0$!;REU8#=_T6MaeO?dsx5Wn z@bMc{cyb*$J2?Pbiv(z+%|gHZ*4jN)qUW{oTv~5etu^5Bu0{om3aj9yDDn97h=fy` zHf9<~qb1t%C2+J^iEdr81r%)qN*iysMnP>aKPcL)%O!m}=n_1A>S>c1$hPqMWMtZB zWD4gzr>AG!xN(EsogJ=Ry+(C5Qa)YEHX6WjUX-IGs~h6>Z&6Eh^@-8E0oR z+SanH>X>vlL+OmcU?>6mv`pN2o>Sx*!$HYtG-Nm^$TLHh83uzPhlfWzdi038X;&&7 zl%&Oof&a?kfZg3)c6awg5;Yz(8ILJV#&`ew|1Sq0yn_OEclT(ThPtY7PJ(huY8H{i zNLU8hM~{yr=Au;e_K99@1kfmn-W|QYMDh?sZ5O&(e|`20@h14VY+fBpjG~K=vqp)9 z^!qdZjkgf~9|+bGn!1xVcx!RiN>fYBLHOo1+ny&#T9SGaenyW`;0~dj1iTzO3}5wqitGztFevdmDj!iArp|6T*f+(x?=V+Oyt=~0w=&m z)M1!h0#U}8S6}(^mkA-zT937&(uQ6#Yprp%VR?2GlLBwP_;V;k&`3fPI{uY9t(Vwo zkz`ZS*R-=4_1PKCav|V1H>kourf?cs*T!}eqjFKlu7HzP3XPK93DOs7p|D!itg3tw zDY_xw(X&9(vyOdIO7+@krVID|k&we3JlUP~lXoy{8|8iPAjEO;9wXi@UiNzUplmC^$vM1reE7lpj7P%=R%DC_Ad*;Q$}3Ke=Ul(}s(`0X7#ZZP19%_s zPJlytZU>tBq%@`|(OC?tnQ6ZA<*#5{OI6j>b&FC4V=}T#z8%46j^*Mk+C5!7?#|Qs zzUxZYhTDofMnUW|Q6C$vAb8rQ!qpYH7}V1U5cWt^@=lEzL947Y))A&WDakX_vx1nU z^9ZTl{%PnY27Q%b9ec(pHi zUxPyz^QJjs*1L?0+?ceOOZMmTmTy+ zjG;D$vd9?}1%o1|%rnZ&Q09gr7a(PfA%aWJbMoi`fY?-d*Qx4)7f_MjH-V=$+oIG;F+L9c$v4h18sRB{ zfVCE{Sm_p$e&G)_A#G0gkwW}0+2lkOSMZKZD+yPiz}Yqik_3gu_r}5|`0-JtBEM6K zYL@4eJ_8b!Ok{DLBqbV#D+TGO3Idv(j4hfa)JrlWajaBoUnRAN2$HniOUmk4_g>Fw z@s6>s{apbzNQ^wH>s(CM>^!b%`S|WVMx!BmEp3ln>skR?-Ue>md>t4HfC>>DZ;Y}2 zI7{1UpHeA3O-5D}n9PtF&FindMxN!=b<47HWhJg2voYv=%i-A#U%I@>{gtQL6QY&nJp&KQ79B-COdOlr(r%y5UKfrC@L)w=< z?)1?Jc*KwpLI4ZGo{2yTSZ%t!Fa@YI$=B&3DkHzk^4Ev z*Zx2MFXl&wD5aQ8rsBz#yw~D{AG(}(t9*NXQYyAlYS=hQ0VpHDKpSBMKBNXtCDE3S zcqR#3cs{M3CDrrzwgJ~lfW=JHR7(lEspFa321So~%f_ZS|Jg-sjM9Cj?nxaiQpmJB zo~I&EQ9-0nu7$QDw6#cjlA-w8q@LPjvz(`M47f)@5t&C~AS;Ff2{dgKYYEoTHVuy- zKVo-p2W^z(q>F9py^AVgD9b5kvX8e)?2&qsmEb%fs*rtOY?8oI9Fyq{f;J*~$}*JJ zj7B4_UcE-sT9#Eq2nrv)`J@j4Jj=!DhUDquHu=72%k2c*N}ffu5mlo?asjqAp^5;? zTfmESDid}Tyce%T7r*nQI$a@ySm+iftA6Y+R90g#g!5q%{-~%AhMonCo^|Y5l$xWr zC-%u^JG}V&Uoqf_tD0v51_;bBr9@;lQH9+DU+Qkqw$E*Xv}mxX7=I}q-q9n_5RE&p| z+QWNcXtrsEzsHF?1-=Xj!}ZZ{S<4z31>&Nu5IZP2F*TLvO$h); zVZGt{%~zlW6+{Xs(kO|Fp1vg)lk0BsH>DIN+HWZp!KXIpBC768#+{e$AfJQA##m}= zs>$G~tA%*nt;=Ip5BkGUk8`hqTP0tH#O{(sjxm}{D>4G1sR`8rmJ9JfjCn1yOyYaV zLdN4-N&GCypZhjwq4UC&m|AI!tom}*m_LZI^TVV5=bxIh*Q}qAo&}tqS1#$3&?R{K z6q9of7efK`Y4fApw6_R}$p(iBj?mV)W{GPXn!2L3ma47^5jZWYn%2s5ybnN(c@z!9 z#ilfnXPV)lU@{&u9*-Cf2R-1FcO}bK`Rr0M-m0otE|)a5gg>|lK;=cjXfhV*(`3wO zJi=(hFwc4Xy*D^~LukuOYJ6-gq3uHn9x>|7mI2tO*|n);0OXG zHXHgy=p1la(F*WB>%KC1swjbSZH+Ms?^-m_)HT67oKGPnR@4VgYrokt&t6nkH|XO1 z$gQNW#EU9!dkbv?O-*Pjd{g6X(_Keogq@V?lh9TW7+QzW6I1N0#DY>? zC5{RKKp6=hYD9gPnT%VvZsV+{wN5--d*85DU^Liv2_$bjm3p-I_XR19yDj7I+?bS) z0Z?caLu_4kLU$fyUeYI_OYrn5C1DEB{wP#bLv5ZLLZGc{ zvG0hsD6Xk+ZA07C*w*5`#AvGOrVBfeqKF4CS=O`6pfwO2MnhR-OvXco!;-kqC(JTN10aak8g&h|04Lux1Q#QvN6?gvoCE-+=RM=OJ?hR%uk_r@q`g%1_7mp3 zvUPGzOK~IbRNOe&09DZV(};~2LHyG_*n#OTXmABPYjqYqGyc(NIKE( z9duMBqJZ3>@)*R`TI_rQ^93}mT$5>Zrom`@-xe>8y$*HsYznNl4d;6aMQEaDe!>7Cdj~88nr%x%VlyAzI z?nCVJ@II}9gP45Rwk}!_ zR1`URk&$JFEbd!H(3VgJ#CK6jQ8x`u+u)-V$a_(rbrWjOkUSrhOm}yg?(8t0Oepe# zOdE{SeD_!W4%O)~J3BiJheNU~qby7Es5&f)LYPl{wg84S3CH(~j6f#C)r=@d6+uPU z>qMK4o;u?KN)x_-hx7DIhR_|8fSJZ9TwBw|lo?IakQq%-u$<4k)p=^?xDolc{7noj zweO~pdDr$`{2&023cfQr$0vjE2H(`Uy2e{8mufAB#m0!Zq{nGey*^0+c`X6Ey*5mY zWsQ-=5D9CXD;kOWD0#9i!HWG@+tf5o&0tW*Z!B>?xxWPQ^jKHp+A}_S_v^g*^ zxOs~_FR<2$Lq&IvNP7U9wi0`?u9AtKF@_Rtj=%o6+cE~bJr}82wSXdwMrR^rQr6>^ z6=61qNjL+CO0S(#~}0+kFqF9s$!j_nhAIJ%D*X;hL#A;#5?d0L#uc6Xe^or z6)H3pT2-=*MIk|5iGL-GuZw|86VOWE>8hns9z`k=-z=S@)*3jSzgfdiH<`crH~-e( z+T3|bKl-GS$4$4rJ`bkf@)65dER$^nQntbP20uHcIzFPU7UE48qlQaVadDCM-eFsd z^IlfsTBDW1WEnmN#w&}Q(Rj#cG@vX?NwG2>b}BlluZZ@O3%mDTk`ZU3(n!oe7;03r z8L_L8TwsZD$agHjG2pGEZ5x`_LV)FR!STHhxb~T!U^1D~whdWXlI0l$Pi_q3;Si-1 zre{#D0i!i}Cef1>pffo~YlTs19uX#{eJk~g^%iit#5g?+V2sluLDE;a52+u10_lgs$CUhYPh@N!5Z9AKvBxzDw z3ux-@mDpdTu7cZI;XFz0)w%cTj&^lK0G>knGxeX7#RAU4a)DbeaP<<~)Ktp_RkP%~ z@4U&wgL_=Rz0c0>fZ?d1EOHc{rdr@_%i+@l9zVRx;gb)TpL~Q}K4fuvkF(GK_oF}HdvE_X5AMH3U7t{xz#xx#{StT5Q7))}5ISRQ?*mVsJmj~3`!~3DZOo19 z6QvrEgMuN}8v*79yaOBlrsMnm7-}F6kOrYS@vwsQh7D@{f*Qw5l&S`(DzI zBCS5qBw3QJ&B2ktL6WfOXosPK$1WGxx)u+k7(miFhiygulXAwTNm46`YOOVKg7)N@ zW-urikB3aB6ULJf!;wtz>Dhfyp|r-NRcSBoP@4FhbF@|h>va;C$WYJ{`w62_nPD^; zGuho?GMzFS3@GxPA}ct$f0uXv<*%?fI}%UA*(t+JVoe3xkm1QS zfyuCCR4gg8Ib}9ykS!SIGqit-2~U{}=HQ?5_V<39-}v>v%kTZ(KjrM`LvRa`LIqLB znJ9Jg%7DtqiV|&dLRu&Y93`bnR!SBR>&&f>FrGut7+24fd@7`!(;U!AHYI(FijuLQ zG{pW-3%6ifd|inxTyXLx@%u7H5mdC(Nx(jpzzY1Q0Jeys{vQ{qxb8@EYk$8n$tH01 z3dD9z67|)$5Ra#b8I48z2CbLikEu@Y@#N$0aPs6`bbHJ|Ez#{MG^Z##L;EGlFHvp@ zzCwi>2Po{gR85~R;G0p7Xtt~>u^>+a34LRzMFucjIbxabRf?2kj?0HS;s-`5Dz>fwe7YI5;{2Vt=PwB*y1F&bG3M==1kzN|necMVV!kS;nx? zT-hzynRuQ&ev{w&&A-oEZ~PWvc_dzm)I zha`$g4ZP}Bkrk)P{P9wn+Y*H>f<6(v3hayV)Vs0etT@SNWywkh*^K7+dmKIZI){(G zL1^wW&SvE948J&qYR(`u6uu_&70NEaEeY)c*PPAeUsP%FlIHfu|CsHtprL&PF zHgPL0S?SS|!eum_u(P|%Xf&kEC9af4^Y(B3I`zph##`ExW87lSFw452h#Cnpne`+w zA&7KI$JK9QO=1))?Wa@>S3sO8SB<;+{esl*n+s{%GtxdK9#6psirh$mQ|lywur^rN zO71fs6Ue4`OIEzhup7VIhHydgO$1A}rClxvwp~diV?PI^!F*IFx)jqfKE!5O7MiXCA6)0|HX*dO|`(<3KuNFz@k|YqKZTABlk~VHMsnkUhq%asfQySJPXxY%c<%(d`|tioPhsT{xHjj8Kxf>a#=q}55r!b& zdsq!ewDRPcBg>X3`I@BRmxNIvRli$h}k3VfigDtz1GoFx5KN=fqHE(AjF{xSVWy51O#0*XBE zz*7QF#u&0JTPp&jQiy`{psA}D;GD(TmZq+;Z4(12ZitVQ9h5PcB4;!iGu_=`XLnap z!elvvJZE`!#@oO3>rl1$YDsl;Ky!M8Z(9k~pcJ_=xPqug?vmIl@siw1->=#wJg3d$hp@)1+iF zyCzI~Hn*SAPJalJZ(}9+3ec(W)}E~aqvWqfl#kwvp?)KvypxC$5wQY?II2iw`?xce zp#HdU6U1RIlB9Lul)zDzX>q7AvIq-7yp^33FIeY%d|eN;z$wh%=J11m#)G$ig{=A> z`^7O6eFoK2>eGj~>WEQp$qNr*0rnK^3HTYx&oOR}b_=jGuroq^O1nIwnjf&7J*8e8 z;o3PyS<1qQ-v%DvR`_O)@)d>_6DmTxltr|cMbI{W^J%9GW~@v4QKwD7v7IlkPo#Zt zLQ`XF@qBUK5u&6Zc=^C#1<*i%L?7rR=~G#jYf`5?&pVK`37RefPTM|8NxmvxPs!a| z)K0z0Sxdxk37}ap-kGwqx65=o71d#$W0dCj(S4f3LyS_`ddcGWfac@~S65`gGsrY~ zo>3NsB!SIja_(eKkvj$ADp;-5hjL(JLfPD=*FoEky$EgZ;5B}tl&Cg}%n+QTZd%Gb zCm1o54?e2xlBCJS->#MY>94n_Sac9ooeoZZ2T5U~f|vd@dL?y8eG?Ev;l39c7vQ9A z`~I-B(Z(ThwHTT}5-GQ|^@6sZ)3gifX2yJZ!uQ^PlUaR2Hq`5&x%WMI?{OXujw;p2)&Pb!X2TIw3C1>1@=)!HV;WUA4oVlZr}n8_7bTy_b|dF+izA1NCSV!M0Katt1#ZQSY@Oagw);AgzlR_I-Y1&!Npb zZ+^;sK$S>9lZ=}z)8x4!&kaQ$$jl6r9l`0_JbCNax%=in!O!1gZ*YcgAEDh5v?r9N zWp|P@nHHcLXive-pgn^&{%ub2)iLe-fcoqSi{nQujvvu1j_~aaLql#nx$zh+fop?n zaZQw1`6a%cVe1*TZMt}V=X?Ffhc3a>j}fI60&${Wk$eDYmE@eHpJ?hDZyj~h;6uP! zi*4Gt;t;WOCpqXb@3fsl01O6$E{;4I!9#I-H1THqFEXxEadK&}IMA@5|2L4}n)Qy_FP zXhJl)(0bL*n|1Ff)pZN->9=Rxv9WpnniWOx*59LLCGMOj%M_XR)J?R@F}VQd7*MaX z`|)pswf47l$03KH|N*-(@f{?BARcjD!=|?1$9f&Kd6BJ>%{7PI&XJ$Gq{@ zW4`mfN4)vgBfkCJC%p09$GrRgArBwUI67J~pSRSt#kQ8ZuEegyH)z#R7B$`<^1HwD zkGXsI+cdMMXl((@TW@}w(XbE?&`xE%{ynZxX#^=hKp@dQB?yQ*?v>n@jgT@ozMaU!@J&EI$|u#KuTk z=N=yKPfKYk2m!41)OCZkHrgZ#c@Mriz&-lcJowt*=H1`@FR_Qe%hWtYwFgx51H7*( zOU+i{5kN?o&>e;OWPNwlVMv$GLO(w!yWQ zHl;-IlCs2hc1Chf$z!+uW<^mjC`!trpvZGFV=!7g)D%cK18vYscYn2t29w*Ez#0j7 za;?R-lH$U9C!S;d1js5zEsk+zhNBUa>6G2QJqCl4Jj*EZoWsWtdHm>OoU`b>zDo(J(zoL&T+a&j6g*4qaQwy;avd>3RJMUqrpS zZIozPwUy2pw|19_%~J3V6+Er2nN_D8o;~5=;azsGmE63u%Wz^)nJ9}y0=c@0itPu6 z_da~WgU1!M8!?#NV!Hn-ro778T=D4ff_L6|%s0RJKJUKsn4`m*rcz>3R=3pElBSLT zN?VG;GakXe{>^{P$?-i=%g}P~-UkfIOd>t>z>`!-6FOsY*_T?qb9qm6VRM~t+s)E< zC^+Btt7k(m&}E`t+jplUD>oUj z?C3trv&Xplm_j!U3(s(5C<{$)940gmqtirk+pGbz3WLZvW`hWt^u^F|7~R^I)XE+R<9!AQ?lf8w$$=bDm^n zFAPv7B=JHj2jwc}Q)1dm?%7RXQEj9GB3Wx%N%!Id&P)1-8=v_i8UbNSNvMNjJeCB< zMsB2a9#dh63PCF*H3y2IRzW_4^U+%`GT5X#JNIUr+mS?A)T7nZw6RO5*SF&7B-<)^ z{l({d@6j4+=NSx2w1T#&DYAHdH}Us4K>yx-+B~OsUU&UgO3bp?>1!_&4{z@1NXAe% zST;*E-tS%}qtSq-hA^d z3SDsR>J_HDC4Kl~g2DgVyD`|tCo{`8;c zPyWK6<`;kd7x<+=`HQ^v%ImbX=Z$ZDkHxHt(pgC?jS{u6a{=$fs=CMutZjJzgLl~5 zoAT)XBYyQ){~@<-PPlPn%FcAa&d!Lk$bmq;Tr!(G#(S^w(rZ7B4+R0UitCixuKOEF z#ePjqqokiy9J*-)_xq;b&0V|4G0?SqPfD$nq@7t^(ECu6ZmXZlCw8}wq8xEdiE80) zP3RHDsWDua&3!mT5P?fnxArV@R*~6 zM^uYb6qcgU49bkMGz^A0S-x8MNc;mEoe^48Xi#oWQ_pz1IHgt!RZhrS*I6fiE?a$(Sqq`;12;@;t^%q6cE41ge{z&M`olh|)8B zylw@c0?sTn>H!&*xJ5} zDKQecb!_7fI6!R!c~O!XP1V#45_pOe;kM`W`#Uk9bCf{3QqQmL#^L_vbFS{aLMS9ZUJ4l0-F*FuZ9Oolm6EtrD%rm~ly6Wj zs=rvG!W`vK!5wn?(I0T{&EMqx-~XpPz57j6^?+$UXId_?)l={_nNf^le7wPMfYuuC z9STL;HrUqEEGrJ4Jm%rYA9Hl@1iWK+XTo$kqAW6s+(;=iv<{sRSQefVWYe`vuob>p zQq30}p3WIuxrH9=GZFuZi9xiGk?K5I7l$CqwXVwHKLdy2s}JRQmf8B`_6I)^+c3 z)-j*W#L%~G*FV^Jt&V{=btds-Mxzna>6G2wU5c`lNy)ZU$43Md${0fMSZBMKGHFss zbuThm;e%RJ1qDQfur_t5-Z{@`!yi1QKI@ejOG_yU6QC3*ovq?!r7P2R0z$DZ*XrF{ zTCbhoUvhs!l8N|-MLkJpqONHKOt_|^sm}P$TYo@SdT!sjiYXk*IEgjn0@L9xw(;23 z6OxCXZSg*)n^B7CbV{D*QPL+1i!bmf+7opMZJ<%eScS z{xcqZ`tTmS9Pe2zZLKs@9r3FOpSrH)ZtSsc#!~&d%ohpl$7bj>35fLVrT*NQoe=v0}fbv%E|2 ze2#j+>D>Npw6zZZ=8z()jJ8$Ld%SCz&yG1fdcaF}u2KvX)>UYuXc~*HLHP{Z2AW1} z0KJcf^Rb_mQe7M}qcufLIGxnmWm!^|CBt&SupBWgCcOIc=lEa#FaEbwbH(rf-dnVd zrfr~YJx$YyA-T02JbB7@zw;f84os#c!$C$l$S4X)s-3=z7 zi2sz0obGtlx#V+PU{ec5Kvi;Q85jYb6{IsEpfPrK}jD}Mq<2Qbd zZ~wFZir@MB|4+X5kN!5_{_VfZlMntid)ZUIbf@6uE1q#SqnSUTSv*CBipiwp+O;d( zym^D2ogK8+G<8iqpEEl<s= z;mM35D-0@El0m>$UCNeVTbioo`1p(u?>*tYyN6I*AT-`i*tF!eqBQgO}^0yM2i%Esdnfq*fY z7%CHAGTtkx?1**~KIYV_mK9A5=(uz1WwJa&8%1UepYi-x2YHx#{anJ`(8x&=c;k-u$N0uZ;NO~dG(?Gs7gbgSO-jWixU?wM zf~v&rKg@syxKn5jpn60&yUXm+cX|53@ABa7-{OOB{TlCm^H+KB?r(8)|MzH4zQ;%% zu`_7cA1kIKMVWcpX327KCSJnMlEn-R50c~Jp$w1exuq*XNg{?zcJMlV`-69!1HMNNW-RQqgd^50KKfkFliExoJBE=2U_2R!A%5MkSWfur&;QRTN3W3;0A`UV8Q?NKl?wx@MWCMKxN_(;jK6`r191tkbM<&;+oHB$#c~8w~BhM zxVhO~FG^h<<9|wlvl5*sltqrxtFgZ}{yg|5=5bubH4CnxZ7S-zqHSA( zZF&0mW9sE;EN8f;!eCLMMbTokqsW4ILuP?IgFI6beH({&67I!0ac)ssq>g!(k!6NF z&&dnwhL) zf~QY0J#P$nAG6vkBww4exU)lM_ufHQbDFxQs+LquwFaJ?b1dhJ$m>M{lx#Xgot1Ir z%091u<~0U`65>acz>{;XQ!n&^)U&`-0#5xHQ|Y`8Ks7bju3zWot=kMnBeJ}ZNmWN+ zl48&_7T-vO@_Mo4`0$vA4KOxl-%YIf4F7>b#AyG#?bS_OnW=h?Hl z-KP!kWF?xln;$cO`hcg8-eO+Ai^}I%WwB^Z=ZmH{kBfk9QU*zxn-T#&^eDNk< z{>m+`UN0F>N(uYWS{925U-`NJnDO+pWW@mMEY3Cr+hCWcgl37I&rva_U~m$rOrn!} z92Qe*{+s{bf5pk{5wE`X5?PjWHe2%G{t*XQxuSE z$UHQ2d|hGdinghE{Lwoc-F=Jt^nj-akMXX-*#>JHv>-cD~5xd@u*-lEGUai za_nhDauuaiBCYZSM0Kko2o}Ta6ev`8K|+I1l3WR~(6%j2+v1!Amd#61@g^I&l!_-A zUimoZDWzmlb^*6C{lrgT;^d>VToTYmpwWS-rlna{*rsKE zI^*!*h`aai@$}#+Av65^U-@hD@rS_6uYZPeGKHdmqQEPS@&;vO#kj0b#Yi|Za;0SD z=W0t4#8WXH6V;wfMhSrYae=200!MXVG@eix&FSe0V-v{p4C1AmASqGU2#&gXmwuRt z^ggkMK2BS&>~#M6flI6XSz=<$;npiI6P5vMM z`Tv#Af8hpS`O0msUN4#Mil?cwp2cF!tDpTVT)qC&jHdgv*5cZR;A(s`!&eL1*$nMH z!CF)ViXI7@;RuxD0n292|K zpX*nzk!6OaX_(C_4j!LU3}50e{PKSS!&^9;B%cm~MWy#Ap%1qB#<2oen+GnUK6vW3 zFS>f;d42BO?Msrd5P!$~i>dG8c(SdP+?(DJl;im13EtHNC(-gpgPi8{fWy0Q@#w?1 z84hv*Ke1>$d2Seuh75)UySo!41z$jEksOBLB4|kF0|{KF_mD9jKtiAdFB1Cba03!z z!59+(mXgd1MM+r>M6wj;WEJf+Q8HJCARfocM5mlIkNB9T#s_>*gkW$%@$sW49G@;Z zn>%**U*VP4zRb~4g3k(+l7&kjd|LT4ZjkQW)B{p@GBdGiKDdxZY8ee^y`xy}0fw@H)|NJ`)-0j&Nuz+$l=guu1y z*ST}&6$YarSze&BT)v1Td5Ui7wyJSWOEp_^e00M7hYxx5HATp2i z^N#>Loz#JHG^NZG$0ui88TRhxW6GX1EB0*7I^eW%Y;7N_y2~JoZC}?s{rDbV`}JSP zcqh*xkQps%ja>2_>W#ELN=Y0sW5o7sa`g&3SFbSI-G$)@vb5n5H69Xe@LkKmr zOYkkBZKxJAW~V1qi#Z`UvLYiZGKQm}c*QA2mKh1s8zn|4&+Nfn4xc>W_~0?a!o*yb zo-9`sg#qR9z9rD&v4qe@`^HqY)w`&Km=G|bl#Jyp%OyQj{H=`y>`hKII!dFYZ4zpV zeE@(KqX;Dt`$ck{`bgoD@wQVquQ@)gIXG%)+<@I{ud;vrb*|q03~F*6vJr#~5cO?P zX4M1Tt0a3k35~H%a*`r~rMNf5ZLuYj_FnD#(W4gyPnQPcpJKXb3?xQQ{CGof-~b<`P}oiqN&X}8S@=*a?^fvQe5^~mcjkPU<=?*(ru0aTt zg8_rd6r~M8X>^v;T1TE2IOott;UcinQSw9x1P`WLp~k7O3)!$S@vbqIL_K?^7*c>O z{kplmM$bAJ0?XEeG7JU<%c?^AmMlsI6>+lex7{Xi>W!r|u0jxrKsU}h1_@8!dyn7x z=l_g1zy5W`T9bQ+34vTGa;?a*V7)bQEQ|1A5rJ`W*BOwlB8Yh-Vo zq^aLBKQQ3bb$bE^8{&y1iR?>nw2BF;Tkx$U#Z@hY3SXbFoIPQ7e4qL0BdXZ}%h>_0 zIV008lc8ohGK`0sK>?#-Mo}1w!jNSOohisoROM@m-5qxK_t@Lp<79TmNB8b=_x{J6 zoSkxfdP*@E;FZD@q6#!+PBtjx?*WtDeai8K!DuQAknx1Uc*0;fVK5xCv%Ak|GG#cK zP>#ps!y(yVfXOp-CN_{Oz$AYJbch|3WJxwCEe-=7g>??+1FeJBY355fIBIx$Y+sNxo=T~GtOE(j_k^nj7-Js(!zagyXF^MCnFlyqmp zik(1T`Y`=n_3|Hj6#bFY)~R?4U4o}iF+FPx2=j{{K>)1+v=#O70ihP~lmL_SUXqqZ zw`>scv4AI;A!TKi0fGH1`&_xQAGgzB+yqWiyA^}I7(Df*Pzi|i_iX~Jwrwbiobh;! z)<$&reN~c@N~u_X6~so#+LorSXq`hF!_LiHCC3hFV6-~3CJW$`}*4#(lZV!p!E<;!JsgbcePzo#2kd%>LpFL z0i3#nal4a1#r+{r9Uk(#zwsM<>+4@)Ol}fc_ae9hzjx5i`Fh%D6RO?j9_&05?>`#Of1hn_j%d`~_H>U|c!>EG7j41Sw zOlKUN9B}{9N8Grv%ii9Iav)L0l~OpT3BKgUjaN}-M8F7kz~fv^a2DkqzG?7nBT}iJ zxOhZl`ghd~~t5lAq1A z*yRE9;|H7_-eZ3D5ZoDq+_5vs8I(}Q=-I7_)or2GhN3jCb}J?d(&IcPK`?6vJJL;SM?yODkiG(4X6yz_@Ho3 z5xmBFaG_u}H#BaCa{4+~ZvG6f{^Va^_s*Zd?0pu@6);m^5bc>(^Zn*$OaC*0?z>lO zBSLjK61(o|-Afi!5%h0>t{*kp);`hDW{Diy6Y zbzQT!yGNcElB71N0wB$tk(tHkdM|nMoWr&)ZCkT*^JPo~h2z~FSqU1A&N7@6AOv8v zir^_pmP9?}U68y}Yv5@$xg_c)nR8$5%9XsU`MGnpwPcT;bxKqbJXKwSMppjj@dPL3%6oo6fiD>*AxcH?h)j|d`E@B}Bh5;Z0o_!@FOpfCdp zQ=+w@vNdnN_g$`Co3ejpOgYfxMY4I*xK?xZ%1h{Cmp~C~;PI{&19>OlDYQ)&@jLZz zVn*HvybJ8^?y+3X`R-e9f@-;WdzY8)?6bQ+WPg8`;c!3*uv{)#Eaog04j-oc%+LNA zvSJr&g_#8}>UpI^O_m~oZyP4t_I+aNx2;0%suFM#1tq=)8Yyl;Tb(dJd(6qxdo;@< zR9G?`1STWHpw#4904!PsNspA7cyEc|jzZET$%9v2uVl>2c~a`8p|O^#X{qW4k7hF6 zXYcBDhSOb!(_QlM4%u)@KA4b~6S7$5mBad6O31LmV1uCzhSq6n3tr`5N^~|r=OglR zj4}g)DnXZcl@loNs=%v~pa%p!1T!L-5l#*8YKYe(RK9~L_bCR~D26wgUi%U|w||Q9 zt)HU2_IViIglrGgSR#RIQDX-sQ&%_VU(mN}`xCBB`+A>x2bfm7WM6-Z*mBN~3T>HU zx6&ne`V`YeV_0JCt-Tg0Ny#t=#nIAUc6~G!4pyS+5c)o zWHxEyx~MO=fvGim&SB?0-jtNNp=n!8uw>B=L&bWelAhIX^K|>QbBuv31LryZ=q~^0 zzx#X44-d(_Ckufhso=DLO>y0hc1{r_DJA*0`rE|!P5VML!qrAg)NZZGO~xS0ux&#| zQaeTvwN~T)-ynZOvb&MQz$$>oKv3wAk?WEoD=|v!So9#{cYg1;xq4;7)vHqmLqkyt zxC=pHmzKS~8x+H9XfurWcOubpR@8QlB)kpQ3U~@p4}t)WKy<3maP!tRe(j(94~!;; zS3h%;n=kD#-5Ij8w@a4iw6z$xm<{fJ}%Uh)?`JA&I;&C30a9U1(*U<31*1OM(AwJ zaC(*D^a{i2H3rkG45nA&->VFFu2Ymdl%p$@qbuZtJxsBS%6HKDF1px5#lO1PM;BMn z zy1^wKe9`=o=AJE-F6oZ<%+)%Qb<~d}y=c8RjRP*}$B={(2E1z_NV4B<;^|F*i8-#A znQSL!22hqo7w_r&p+2+T1WrULQTp96@E&7LzX488PH1WgMAzl=QYy|2(cU0>%qeX! zMaEz-U@{&v9uC1tr~;7|h5?%^O8I-xN-d^pjlQe)`l(@9VoO4c)w(J z_7rDpu`N<@-03*>qWgN+zTV+oi?r_{$EbM)YC z4xYS6vv^Fd7fgnpQRx|$fk6SHg%y>a_YUW5ERNuvv~7@Z6TYsg7c;8GjI+~Yj*kvF zIDEp>r;mB^eSY>zKhc%-|Z?=my#77G``4J-Ue=-I6lCjUK;*9=|MrD3#G` z=<#RCre8o$zW|fZ!|-(&ybgm`pu7$FRmgS(I0cE#N&*+!Fv}tqSi;$=<=ADX9j6Qnc z2?be(E(&q~%`@^MV=@{t92WR`5nXpx7tNT2b9z8>WnkNT=MY4~)PaBmIug>7BLC!< zfT&pHCO^ChFOnjKB#^3x==x0T6Qx8Am-;icy~M9csX&5&ojd~t^Tmvlr%(9CZ~r#) z!$Y)f85l!h#70SMl}uOGC6w`PV_dKfL`6U)CEBqWgVs_&;eDXBjsWDDA=EAP$tm{a z1Qs)i<#Y}}Me5J`#-Q>7Q1fQeZtcx zk2pI$rm2@GJi|fB?(PoPu3hEo)hk@Nvd<(%^p5#1QxPz3&?ZCa45f3>xk#XN4!Qu9 z$5P04S417RDx3S`Z>s;fAC3$j-se;ta~pnMt1sG7?rV9KbE zQ{prlB~589w!%#^wpP8=J9@6;(nV=*N{Zd*P+E_s&*;YhS^OBh;w3$g63b7kxNSgb zlhQ<{qRmSBT@)g9IuD-upY!Ii6(z8=37Uw^y#M>z6!6Y+a(qOayaXfo>3~yGA($MK zcxW7!$Th4y$el) z_8y~%9&@_$qBB}|O{1a#E%bgXC3a6;5x}HO^q5N0L#5Fs!(^!+MUto#xVB+=c1nG6 zLg-7NHph>O|7jf~(`S(7s65A{lCA8q#O5kzZ+D;NqM@#=7~BUH4Sf|^4)f&^-k%Y| zLXy@h8Fxwxfby{&gGxbT9j;B16^qAFw@b1@@z&dKaP8(U*KX`Fnv{&jWAdWJ$Iv0p zIh+l6X9ywZ+O-=3gq^5k#d|HKWl7_sU)JgTp7XRiC*8w~go#E{o2Vs(Ik*#ib3n6r z$l~NKXGeG083lI7hGD5FvOsc{3_&El!8!TvE}*8aI6OSy>61qsA05!tON!jEzqiAU z>sPscO+eC>y?v(B38UeVvMjnBgT@$~6EEAgwNm|!#g5h*WinJ&fXQWCD3MM|NgkdN z5O*bu=SQ%mi>Oj72@LRRgi{l|oFGq`~n-oT7*k&j;@pS(miyoD;S3s}-)2qoU- zw5_JK3g;CrD7+F*-T{`i>GgvCJvTpZr~aI~Nt=D2BEI_|zt_+C^wA}F`Y|VA`0^py zw(UlH`e-&koCJ~*XiC46^k6U;bdrD-fa+kyMiENS*#t}%l|H3sZ2l!k;?v{9L*}y? z1Ti#UG0mi+5k{x;9Fu3{g(1%jgF%U}77!&dZQFGBWn(oKLd;Z8kl=aojAdOzroae5 z5%ofnF0CY1Yxh}gtsR3t=z8&@qBr4%B}vp`j|3az{=}3IB5hmMrIQkE+t;>WGE{5% zoqze8gr)@_VtgG5>ZcUZNL}F|=M{mxbiO5IoDK zA}bBYvqK&|z00egxy{v^drWr5l%o;OOFEd=I&ABhomI?d@Y6r}3(}9iM%e|*F2PpN z)}q3W<4GaOjODwMK3IKgG3fh+Wz}b*>JN|w$Sg1i`xHO>fcfKZbMWyuIC}IQT=kgo zz;orwm~xPj%46^bDo)p1sRnpX|oBw+$WS*QNtVP;cfKrHVke-eqFre^d2w+Olu7!}KPsj=~#!^X=3!PbGYC@D@;*#B^wOM2E({rpfW?yB2mbSjBKF!+Sh-R@lL@@ zcdj$t9WxjWfIwB(G_A#1N42c5jc2)3yz^Ap_k`wbBx7y zIakv67^8D*2Vn{ADJ-5)9e>2p!?$^S|1GN7Lk4-v{%*-+QjiTY$dwq4YdRzEZXAVx zjfuz?^EvbRoVu!T&SA7+GM;c{f1ka*J;pmb45m}eXclC7oGQ-*DHoA-bZ1Sj)C z@FLk#-h+4O5R(FjUf#R55p{1&-;+vc8(dS9kL2pB>r!50$Da$_3k_e_YusrNN@^h|to;eic`0BX$? z;Q~s5RMzJ87k$o;FkOPDOOkQ!#d|Kq=(6hurRx)FANce^OA3^^0#EC-#(1AW2>|uO z5%?|n?lvV=y*qUKw1U~`3G>qv@p|i|PbuQKiX!$5ZIa3-hF(y@a1}~|7t+za$-z4OxZb1M{O} z-u=#Z(QQi>`C*=A(I{N5*E&U3Ccay0Ly_imK-NTQlaXlS2{2`Oi86UtbS7X)WjV@7 z0KgFKZFH7NKcsrQXdL1kv=T00Mac#vN}w`f#wrugrj5bmA}!HTB2i>T%ugXwColvu z0vReBVzP`PYq9Mkq2=ZYYL151-uS(bK!U z@|l;|xiY03mMEiWT}xdrB}Ze`FgrbCv8cFt>veW^Z{lshTh}WVZ{s_szdkurc=0fl z5#DQ)74_rzs2J@%xR&6eYOXzC_VgW|+R1;7U{A8TBVt*t&) zl;A|_GtW)%#D=l>c|db9^#M>Hko2#A*0KIM#EC>lM(n-EJIm82k0l4xrtOo88QE2| zsfmW7Cd(;{5?m`bI1yON?BA1OCCStI>O?`+O13W8DXJ&dr^Vh?o7+EJk`xT0YJ5>} znjSyTqHWX4MovdV^X|GhhLX3RHX`W}PskjdXVK#RU!g{bzT^huaeOmQJ7O&F{bX#=)h15kma+K_SK(Rd{QN=50DM2D8P z63LSot3w1(K@%`IugS{+MQ&Iu4taS0Epk(#w2$}Ca7q(QhBFyHFL7Cp%MCu$coT4{ z;rGA!JG}Cl+w5MQG8mN>G2u13Cw3LU-{Wzq-mAdKUqs~E8vt$ zur^9mB8ck7wiuQxlC(Kto4&Nzqp$=!#}p3i2}cj#=D~+=vOIf4VOpl+oGW`1CesmF zA+~TR1x0}>qn%dMP|fGej*mGzK4!64V67!HhCx}%e3FS_zKP&lA>cKp5^}MDQc?ZaQ4jzXT(ntfn#gSwDgiAe z>Re1l&;p)xo{3jx^z@oer!1Eh+GJ6~BG)LLqfNp8pS?d1wq(ig`>;=D)^fJH-`nf! z?zg|$XD~CsU?D(&AShAdB8rP81xQh}6rw1Zl!BJckR^wu|D``13fT^evJ@dZU=&Px z0095=Nkl(~2!_p{ZOnf~LKS*Pyp?)Q2I06{+7-;KKG zRGq4eO4Oba2FQq&tAQLQSE(iYqdWe?cB@dh_P_zvaxHa$}@>KR7EK7-Ln-a!O2N`dmY za?W&rm&s&8QOv2T3LkP~W?4p_<-u-p5!LbdIMY$38-TlW4%-B9RF+hQsMDHS0A^hj z)Ww{tm{OH<%3>zR$_m%G5Ck6|3#qjZi}Jv>7k%Q&?P=@!}WBBPB@uyp#fjLvWaE4X_|_r zDY34``3CF6V-w$vZ$~?hM5@%;9?Mxy=y!`wz|#pqP~Eh^#UBMRgvtE)cKmpjiIJu{ zVh8l_!sj?JIDW4Mb2z#QNRllU>Yc~g5I@P&-c2cm3P#Vy7^<>le6TOf#|Hb3psoN~ zTNjafq#}XR8k#D2p&{|2I%yTU^*#QSV$2zy(+ir@A(OhO9AlDSsb_rtZae&-biCa@ zbRz=i@ZOK*;(Hvm&lV@Spa$E%a~mBnl?kdHI<{f4Q~~Fq|Aa)TXoE>pkv;{`6V-P~ znsvP1f=hWKYCN5U++$(WS&q&kuo6{X8{QzOFBD4pLD+mH=~3ddiLtFhr&;S=6>Z`o zh-wK&nW1iKiegS#mdxifk)X`x;0$~F6`%XUPhhP<>jWFrb+&FE z`)Qj7+tj$G7Vy+8Y@$RpYw@lISD@S!>>>5!9=mtn=jN5ysAdmX8EV#+bCyRv`u$u| zqv+sl;4HQ(B<|Aw9@FVWg6gIcQ*AgLG8&EO_xl(lM%%@_peiLjl<(T!g}&Ou4QqFP_xr|^L!Ny)ODEFX~NBa&s6dyBgs$E8=hmd zdV!VAXIMG&JfqXk(ObKO9-M(>72ou5O^$DRc$<(HpN5&Oj$of)#*R#~v!iR*L;jd67PAv=%f!?fLxxZ%w{`m-+KpJJ-}0kbUzxCK$=vH4{!6`SAK(A zx8GrNbI8`2Rdg1T+A76tHVZaRb0*_`<}*<@&1W@d&b`E?XFo^XAejLg_XxYEu-ULR zjex1T!PPasZrXG)VkzTAQs%}`-DB_8tK9zJ+syW_vOMstuk=_N^~w7^OqPTUV&u zRBTbY7`!i4h?oIZk{J6+0)hGh?+Z{Bo=TD%t6D-h=mvCy(oGOUH4@ccOU4EfQhQ9W z4b%brsaAy=oB$)w2}~oflp~<&QO8c`cZVM4ZYT5ylG;_;u|XCY*`vUY?gYo|8jH)2 zjzFO^;*S^=h6ywTKJ4B$GQs1jL%}Se)CgKa)b6NSXmL;gcu7#dB}P-1b0!CSDBnod zb{}nzkjYq!N=7GQplpoB*ENl`I4>z`I3nQ^I?A-;(}Pix3|2CTMWCjRxOfxb%5mm@ zysdvP$vGG5B=tK!2|bpy7Rf?cg7diPIH*#@%PC1hg5d~OI$&FA6|@TyN5|_J$7vBe zM?BmFFrg*3lh=}85To(olQyJ*%sh*jPy)UdwlMlgs6YaM5($*W)m0}FxsVTiTWK*k zPEzrP(}}^_hMnyP7$ffPZJ$>H?xKOY3!0SPpwDQSbLH}@%qDlx6r|c>l;!%h_xQzM z`uqIWH+}`3*POYy!Sd#iw4b07=`&STVM9!!s;nuBl44#nFDwtXCw%3{|0s>m08Let zqRt9ZMHx#`WgX%uIRQ|TimAdj1`7hH_LcG4Bl^jyw7nq!8RIeRV%2DQtoyU<$`w}4tygU4X6gF@zi)4P!^O( z^1N##5i+7Cm88gB_2^N)vRK>*e-YKc3(?{wkg7)_$BV6MX6lSFV1* zd@{kH$kHrKgi%UKP|q!5I3;OHk_B(JL|pYHB!Hnm90>qQ1OzFQiW|StsKm(D4Wb#M zjz`0P5YVKOR3u4WfV%0@Mz=-*sOj61!D3w(TjFvHyCK|0BP-5K_=O#4G9uMxkLs{I%yD^C_Sy}0^ydvQjvZaBHKWC|{ zimIyGV6?RMkD`Waf;ufG78muJ#IsUbwW|I_ACWwV-b5J$q^F%YBvGpsiIKD)X_`vXS))l4LzX5O<*{`UV!1@Gs}9f$;LsR@HX3hj z3yPY$Y@=WM5bNn7iVsczfpIqmsS8Y3&RZ}yVStP6pQN0<`<9>NwsBG*s4Z2PG*p_f zw6=yNMg!>B(RKPve3!-;0Zv&ac1uCZl%yGHo=My25GXNZhxc0Jw8CkHR}u@!s|bE# z-D0D6CLwKF8!DwGe_xaU`UuXg#QgEW<4LaTq@(vi)v83&^!0Ci9g`aJUPhV*M~P4u z=R^|Vuz2l)`=?BrT3d{2_}15domam74Yu#z!YD_tpVJ%lP?^RWPoo?~T{E2(OeQnN z;~CTGocXL|UNlUnj>!~?rpG`3C;mKONboH6QhEuL^8@zw?sE0YJG}P2m-)tT{Tjdd z>%Yiv{`xQS)!+DKzW2(v`QZJxd2sg*v+)7b@g7Yz75gS%u(6i0x~y4UNmyCQ>E#-w zByn~%oiLpoaxgw%I+qkkNt%*n62ZH!D<+eP*kx7G9!b=4Ng`4Fvn&PgD2q8&S+v`9 zI^p2pfZ1$LT{$4dm_9lgf*GQcB}~4C$=67FB30@Q&oEp$&uHxe!;MP})-Hltl3Gj@sy%{k`lW#I=tmLkD+6S-3Fa}6mXGN*@$&o&Z)xh|=T z8I!|(CgU;Y?DIISNwOZB7ca@`I!UN>kI~XHlf!+P5EIZ!?0}r}D5H>I>ms=jgItHN z8i@}W(>sJH%0j~Uj!RvzOr6#5im0Ck>)uj3wg%! z9D>n#^nw&a@~9RI>be$`Ez$%N0eN;W)UDUw3qV|jXA2?lrf?bjNuIG0;)N_ zuBn}8UKad^f9rooZ=bom=PJbEkOv6Hl?cIUvmqwzib>f?_&nI-WA0%_!z`>Z-M; zfBoO(>1STT6&3Hj@dlUQd4rqRF7x^uuZUJtEz;mbX{|VqYP=VT-EcJE3t#*UpZ@G8 zxOnLtgHek2Ga6g8D!-^k7dxVgUY?U>8Cq+aN^FyC)1Z`ULzXNic#+WfASsSzDHW1H z2U1D}-k?z`#rv3BE<-1MbUHvMy&$FRiHg(*!=o0E(1I0_D+-X2-#Zjk%q>MA(>(;T zU<&&S@N)Efx1-6o0F>H##C8zXF{pOj%X#vw4dXrIIk62+ z=*j4D*!Vb|sO>(+^pSl)0U@-XD;}-3YnrCDnTRV#Ab=hLEoqvvva%8~ybDNaSxKi7 zN9v;@BMp)X4=zMBy;VRP{L_UA6xX-7Q;NG3C=#H>gS)$HDeh9VcyV`kcXxNU-~v%jebYLa%#gzOl=&xuQjIQRiWX z=i&^|^9`gbD}joF?gS498z=ZX0(lw8V3CDk@Sq0r+kd{>4X zyZ7CVYs^f=TLNKh8(`=v5x7#R37u@@;tJzZTKBY)%_;e8kbj3=&>}2xLP`dymosIJ ze~6XpTN-$9P(swDs6;Yw2~Of4N3_E@+Bz`V?j5Fns-XN<3ujucx@oNTi&~7LS^6$n zQH3>=YQanV?;v%7&tD*>A;t+CzbA=iu;K7x^3%O5?bl5%RI@J-G(si%w7J=YXh)C~ z{3)>48w%J-OmLdMe`7Fs+R5I1eUgE`xgXdcZ(Hx(*CgGqSgp_RBojkeN8sq62DMzW zntB(tZF3f8t;1uEQzv8ozHF4^xYFD!=2MO36qk+FZ?sUii$C-wlpdkK_g`H_iM7^9 zfz{HG)4X;gO4y!AS#pF@3rAW}DP^RE&0xC%tzRuwM7lEE_6$Qbykx+fk8GQ4T;;!8 z^-;uA(?E(w8$(_ZxY2lnVmN-7G?MY%ytRKZ=jA^M0c*awhcN ziNnW~Lh&`a2dDRtK~809X^9XWkyFc=h9Xm%v{V5J0NaaPpMQeNwDG71v!sOgZ#J!< zas5A&IWFKDL@O<>DE22)95n_bUMNsyu7e%lg%4I;sF67t|3@ei_NZ{w#%`}&-aTuGCSa1cVA)37XgV6-?`@x#s+Oz(1OM0k4a(=7#9Tp|{;0wEf$U93MVH3Ig?62$EJ?3Nn^(z(zh1EJ}Jia8)-*MYR*T?vx)wiEs@Wv9?<(&rNXVeLH zMsB0C<}n*MW%&jB8`b^dK5QjM=V*b*z80%dc*M2iw7Hn#ZHL}6Y$opk%GwS2Ar;;2&TYY@3tZO!`-^lX0H;tFt_lr! zeSYTe)Q9Bvs*FqGD~*V9n+liY>{{RPiWgxoIs%QQ=3z3{>|k@^V6u>{J0F>s_(J-P zhKp#HRzo|~p)1q_-$ra?tFffx@2QC@HMX7a|8uv_{=Nnv6yppeJYoz;V=0LJ50PBV z0P1_M+t2#5>;YKYKHlIIf}Wq~JFf@}S32FYH<8wQ>tNmT0P&9n8cz(j8iap@0PY z-HclUh?%#VxEu#ts)7tGFce|$jR8r(ft2^kpH_|K8})~)!~=pU+FPrI&ua^_NcKQ|5C-Ct0LXPhg8c9 zdtJr~$w=A}JTK-qvHs@9tv1AWLkV9}+O*jrZ7o99o`1oOhOm&?Cj*uNcp!*$LYy|y&MBb zrEyYO(E)TuUuMhM+%bZ4!oxo2UowwN)iV>8k1_J1V3#n?4Q#_3WeH@61551ysMFstzrT_TAyIVu{%o114BmRCKRQvZ!i>`c0y?}zg zBVJNzoKRp}wG@H{AcJlCGd5&Whu}WuBDL{CN$uV0B<~F#`Z53e?%J&3p#YYbsQw=y zY)u~h+65WAG~PBgiN>D<_RAG{u3mndJd3TFae6tgk~3}gW5etZJqGd3zdq3%9ALd+ zMzKp=cnE!E0%;9K7o)=xC!3A$v4(H(dFRV*C`x`|!aFI&PWH0>T=yTG?!8!P7Qy5=o_o&vb{ld@c9#xbo)Z(Vj00@4dPzKv{ll4%Aow_N3= zywm$C_~|yetB=6%73*fBSZK0UW;(~y=Jk2GYqYuhP3Ltb#y81V*n<7+8|m#4mZN7U zdSRl}OPvr?I#^TS4%adk5QRwemc=YmvCND90D)XTlRy-4@d#LT2MEPYL=~0T3>i4W z!~(ER94hf#^kh01z%$zMw0Y4kQ}eu{_Q!zES-$7|Z`5xrs&(k*Fl}sQyfnaMvp+7( zK|{3{Pl|sN^V=g#U?T^7v0oN;BPDf-Fb9Pik8~oO#QB{Ym?<6-VH$aTeV8cGelTPZ z#61137T;0U@OYOe6O{@T&*Uc<&=KBskU#1_2CkpM1AHQnsb2hdk=+?FA7-1L-h1Me znORtB+u9iK%n+bDFd zOtF++iff_NkccqNG=RHnZ~t~_;S77NPXM({7aQ?8a{L=?X^9{ZUP1ilwEwJQ^Tm>M z$F4<(8+^BW0+8_Dv*T*b=COI`F$6v&Aty=6j?T(~dMJrgn_6;qj;|>` zDMdz_!Gi)77c-wUt>{g*VURF1ci<7*j(JS8fvE(HG%?(+3xz;oK2Wd|-wuW_5h@L$ zj8e{FA7f#M9)SYw-q}7LKGMcDs&iEOf0s^MCd@(TZeNJPLbztBi7gp*)f7Xh>joPP zh00T+Z7{K<8B@3C{x&JxSGa}6`nIHd^Wsl4phW6)PSR6_0 zAh;CD+fw(l&otuKV!xd;_B90%1rCB{|8w1YypYbo-yR?K+wmjsLL9<$ zHr_V3G5r2J2Bx16tY4VOQY<0uK1PCE?+uePZ6NX7G+nGEG7c2)?Dhg+<}eOhJ3EK> z*Qcd^iAR69fk2dKX+Yc7AP&%Y`@gdc-M@t@xZ*H^KYa)~osfUtHhh(fbFJ&gp;pOb zbX4CJ^MIHl*doB-n*r6-QkeIS!TSEx{oFhyrUU(B%iN2)YdblXhGsba4a*jH8wl(u zE^{U=9b@~yDO5$%SbO5#$TR6-6{OL(UAE&u{N9^6))B7Ou~WG|MzubDV5*Q3NXbRp z@K=TavQ-YxgncXfrGIRdoD&!VUZE8QNe$^}tco4QQgC0B!H$YqS4OB3`2LW&Xi|yxNJH#$8V}z;) zg34!2#1zxitDThDF)Qfh^!Y~wfqcKUdCDa2db`ub#-;>=xRx9di`i>b_mzg00m-iI zgdAOuCPNIGtG;o3!ggm-3CuTRvp3S!xgvk+>;QuFVgyZO<;a4ucG4$C4-RXR|GAk~LSJKIQz9F(QHXmyX-gX{W1Wf|2Xbw5MpluRlMIQ=chm zRzIHDL)Vt`4B1I*{dg%MW)&6anp#A&(->ixj6xdu9n=+-V`+6Y3Be|gn)NS+L$B+=wWp_+=B8ei>rP>Xdah-p(dv}0x!2= zgJ*Q&{Iqc$H{esp^i|ANWP}ONJB#n$h)0YNIfMRsA%bP>rimFq8EzwYJ8zKG`-r+WV5Usv03$=F8_baUp_pymhN9QavG85n*IOtDFD7e?;Ds z-BFTTgjK+|AgM@9kr68C5DO;gQTh88N7%o%M%=$s)5s8J<|e$p7n5Ig<*w=^&c;H8 zE-_~~Q1dB->$4YhNdx%zidt3@oh`W40}y3bQXZa1pCW4kJ$@~!C(_X=mJ*fcZf%4I z-cAK?7)IBXDdy97&u;^6LuE>si(!1;EXap z1Iq9#n8O9+DOR%peC}z>S+?w77Q;P0+h&Q7Y5&8e_l+3teE3R(x~)wT_L`a3;`4?$ z-_If8am^J(F@tT$3B(wCgbBhS<)=24SCn4p)=G;do=LD2FmG~8+|;pm_&BlIXnhqt z+b4H@h7sQC=TcGD`1gdmhuXm6ASbS(leV@;9C*zDDm;S_Y;<&r8mahR7(CW{9}mCN zw{@cu#-e&&TIUW$#p|w}##4v5fqas8=CF~FLN(X_6^8f<(@iIod~TE?C$X_2p0-_M zPuDib8NRrW4BR9d>wT7vSv(N($Pq!$5G?T7_e{RlmEDX8jnn$B&MN~dlw5GfT}dZ4$lE{AC!j`rG^y{Ugi$y01?DxpHRzPjs|q72k;1jsGe!)1xBCBU03 za7m@l{R@;QnP0;pOFc@o{%N36TbIcu`u5 zfvy3KVtk0UW&e7NRYQ3Fp5GIn(?lJ`v|1$wBrLk#CQ;Hl>5+|zS3O4gJd=Nf!j`!# z@Bat;a^V|Vsop~-xkojbvUb+8HXVNY%=dd$sDHYRaL>;BZx|MGECpjFP@_!DP3&N87qx8Q z7s#woddhcWEUlE(yYgK=5)qukY;!^!-fF`Ci+7`ZWs_V*14AZXsC-;7Ns>r{slu*L ztRnD)*671<>ZEY`rrz(px~9E-GV>Ht=X8T1^fJK-Zjz{|V3~(J96uo4dVNyPG*%5C zGIW+O!K?Rx9s6hIk=|5PMWPE6XjL5wdYr0oJFyQ2*2thfE9|FyZt5`3LE>rS{_s~d|x2#N4=FQ90Azig>o3Z)p6Vc6LARJ?x*9NBAK{?MyqhXdF15*eTqN-P$j?|HePD#31*|- zLd9i_hc|I`%&oV#^JxA!$@cOKA#!><9mAMOmoC9KhI5hLR;h?`APU6^iz8Nd)bbwc z&v%=7^0gd&`!hic?7asqFX)bPFLy}!CX+8E_lPOq$rB4q!;0t`pMfy$wL&o~ZE6v) zAJmFPsAb>f3`js;FD$ldUy!g*0E-~a+z6{{@4MQtGBk% zgl`d^^JxwX^S`f|n!SDPKd7hw2DgdUYdH8Hf871Qc1puC)Tj2Yl`Qimd-)6xBES za&eyDk8?HN389NS|1-^na{l}GIc{fd6t;^|do&&+43Iymvb@e(wtCHM;^b7%jqmq& z)!CIG@NFk;&_q(t-YjC9VJJ+?zgXO(ZLf)>v?~3-g=%D?BecVxdK$P0@uLZ&&O^n* zZ&pf5jlJUpqhY6QaHMj6DE1^3H%HV)HEqPy3ZKS|qnC_tsHt&kP_zuzsH}TeaZ&L) zFN`~qEGa%$d$go>343y>d;Uc&A9?u{8BkYtlnN8jhNlPzufwgsQaoPX41Nn(!0&9b5Pf>_;vup|(tKClZcDgAJ=-*?_RU z$S=nI-Qip0HFUSwVxtK`{-@kX2^{>0auk96SC6=lMcxu=-nbAml?V=?k_S`dgKB|)DV zR={vewL`{4~@fxjhX;s+OL=9?(IvLMn_r{CCJ=}T<@_hd;YMU%csOzgr0|yjri&P-&F*ZOS zieWEJqC|T#@wlX&XShL5Df&hmj{+4Uq@-s~yh8ii+y9DcJ09mEu%*7KE`@TjxagVK z1@hapAwt+wA0_Z5?nePdYH#h{pUmGBxMKJ-9u;XR37`h$^)v084v~y+Y$~;EgzUyl5MnQZ6p+XJN?A}mv zM4Up9blgx>1*o#DNgQ6vYO_{!S66?wwZ+sVF1%G1w;o6;sl{x_trA2E#j{E7`r+3w zcHp+PdtJU|Jj%7v>66}8%IjnvoGf(3rOp_l_DZOxr+XMhEFQTQnqnf~ z=!`0tskoz$cYHgv^F5<`M@}zhHLf%3m{ydwU5@_dANssVb(HV>@h|@M~ zC^&m29$HfC|5sA+w|@o|A6kwn@4Uk?QQS=8^dX(_O~ABi!SE_g+1gL7l3JjadOz+FO@vO+OCaA1{jZ$>b# zkt19U58%Z(@jY-x)b178ml%j(V(-63QU`)Lpiy>a)ADa`8mM}%^~%0@n1PAQSInJD z$O>pS@XK@*qEn#xYZXUWr$1!4LIpJB*);Qep-7;x&i+O3bzl6f2c(%Ns z1ORUnP6b-w5BP;XBji|wP;5rsm&H1H^jDd3-V{EemafUb!0_&8$Op^q3BLP`AXU_! z*6llCMI%~vgSHf71EEnq_euy8q`UXfT%?B^J+43F%g!n^N}n2=~|=Z zvEMIzM@2Y5CV7R|CF%W|F|g1DvAmeDLeKE&7R@q$^xN>*oWDl*1LJbl#{TOQ8X<;@ zo>5$IAcAykir8~4A_3fhHJ~b0W%{15QYiQ?WYu}h*;`8GyPZ&**1=OB)*C%7*-X$S ziQVcSRSTV&{>)p;@9#f{`*(kR=6y=S3g%oVae@A?lM^fCHpRfnqotPxqbjs%3`a90 zw6^?$f^0qq?tX9WOrUu+xsn||Wo+Pe&DhGAiJzy^f1x`5znL!Z+222jT@P1f>{x8U z9kfRrD>V2e)#1iy?g8|T6jRHoTer?X)z0-3OZo4>j#sr2Wd*Q*xx&jhMcalaRX z3FVW@l8$CwSgyPeZvw8|`#>Prb^)(52nDib8I4t`OEfskE9>AOQ5^#ryLm()v=IZO zb7G6K1rOmx$e+cQ6Z!(dC>i@&a=sh?*Lf%r%HG^(| z&z{mmCZX?L*{LH&&z~|BFMCz6S)g+c&VBjWN?geO@@<^${lxyV4;n>cX7_g###VEc zL<)Xe6P%KW5qcBep9)^uWWc(&>3R(HO;Y$6P>=zz(X}2M>$s(x&&rb<`~6zvlrY9g z#r5vb)S>wO(TkDgaSvx>Gj57PXhB3BlIR=Lb%pMvPz~178eLr>t!d>mHKQq9Rw3L2 zM!{&pDxjX?x=}KiZ=ht559 z$qaT*6>m)dsC~xr00B|`jJ;oCU*-H>?dxyDEKgLSveD|5o&93smq86N>J)*R#4P4C zM52tO;d_F=cJ@uO$xgCf;nS5RRq{y_FI^Yi_1z14tdq|FfE<$P@cXAVJ$Nxt@?!EJoiF}ypaE|+Ioy@Jm|p*^(bSb;q!<<71iY@ z!v|{WmvI>x=!FAmEHa8{>~u-!|>@qsvVmj7dYSfM5I$dla`w3r~Ob z{eI|a(2LvLP?rN&W9+;#a!0G&?-?ixzr^wl#rFYx_s8h+k$=ZDL$2P2v@@opRA3d% zwB}@@i+y<8To?lAY|eMdJi@pxPEpO!PxC)7SL+v++Q`PS6QUpA;lwoD>_ zCa#Cy3%h#`Z?gTj_j6Ry(J0T!JuSVRM&Lta^(*ZnVeLhfEr;(j%O}7B-n)esEtd;K zOBxc)cQ4FXj?ZD{9w~KgY4vSO7A}p`*V0p#d}i$IrmeJcrn6s7#&$A_n!+>t)6m#_ zV^=%&Cn24(3U~k?-zWkD?=*1t>pZi)t>SvPhQSNwL$zJo$2!ZofLsG<3!mRgaCgWvK`|Loar+q54>aufJ_pf1~$Y zKD`ZG0d1Oiw#3{J+vJv!jTLxbt7P{Y&8&?WA5q~eio_gZd^RN&yrn)MDV8B?)y~3{REvyGI-SchJw9sZ(Z?hr;L>Xj!1vQQ$G)ER`(xh# z`K>gF^DJ}>Y+sSA;7~Zif(xtC%b!P&v~mh{!T7Sbguo#Utg5>xSQGqy;U~NxC=8m0 zkBxqa^AP$aH?O$NEv}}Fn-`ESXCXU`GlUdsE4;Gv-f7p=?8XPkP@Z72{RFZyMsx&| z#*f0|`6oExQ#hV_%pUysI&>LJ<&pD?_=s51ttS^Q0ZTawpHR>^KvDX?K8{)6f??RH zEf(m$k`4jO9U4k9UMAS8)giPz=wThIK_K)|;SeF}dzt0$?)Sk2muuS%y-4f1UJn;J zR+cA3^XCGpSih9cL1sLgq6{)=M2LYIm3K5#8EeMs)UW-1uNXz&=npZf9JYJ8F;8>o z8N>66ss`n&t*tXczY(y81(hL4i*yOh27~|lY)N|9g4=I+T8uoeJBFXf7?}b;A2>^M zXV87_I)n6$XR3bA*R*AD zPGB9G;XDh9+CLFh2}%*MMrjh8dV`zwca~n7889(REJ9Zt!z)oUYzmkN15u5BL;~4? z^4(iha-^zQnp#@B8-o@piRy4z^rN_!QPm&#YDzg_CP3;H$&zubE(Or#0C-raoIHt_ zOe2*==)f!4tq%9(VRU(uJAJpn8Os`{B|X1HYPR_+K5_ z2bwLdn3luN3(6a4?*Hcc3VqgVVVFJK3Gp0UctfF)mr;aloG9eHW@O|Pcakq4nKlUuJFhOy z=^c$kj9cYCu#u&DFt(I?N*`eIGC3~HK?-5_fs^#^dvMQKdm*!5HrZ~f#n0X^unMow zDqhrk0@CZEEJAj9f zHoDy++M9pX)z?pgK&)O~UK8PPcGwvz3+fz|T-DuoCCjUNKU^f~MchZs$qCnBWo5ejO2y!2*-v5RrnoJ|05lg4LrvvfV*x4w8BuhiftkpGjqTN5<{2p zf|u?dv0q!1e-h&g9_cF1C#un$v>r!76{9KO@N(P#ZBy`Kt9v@|<-z09FungO$XFk- z5qWO2v&5i5TCq2?1@m6v3M9#6rWi=W#Z#aMd$}M-rb?##ae@1v_;FL*=#|ke)f~F2 z;-{c6TF)n!pYx*0?>V=BUG@I~lKZG=Z$v8h&qaUOzskAMBJgc=s?Q3$gsWIg8)p{R zB@Kxr#XwO>-Wa~+av#L%GvD}`>?Xw>OLi^m@M-c_WBk`gz@X*$Wj!V<3D-5OL~I^XDPxD)~f zG95u#*I68_EBW{)M|96mV^)K&ImTTEwO(%7i?e?%*fK2^6iUVz0)3^cv*QSZm48Ns zCwqC)4XuW)3|Zw{T9412Ac`y1G&?0nfHhXuPU@lV_v-5U&RC+G)|dtJ0fw7B=&<)( z@E)ST=gn?jCtxO&%8?$;V2-q~NUEU|Ninaoo*`I2`do^J9`Z>d@H6!9&FY-|*`#&V zl#>zU^o-MqPf6t&!rH3w_&F@&a~g6p&i^oJ>FAj^w2kiQ4n<%8vmn}fKK#D!EEdFZ zyWe2>0*Mf6FbJ(=x%rGuM>Dj4wQzsCrz11$_jgar7cT`T`eo|jm(MF4ulRNCQNAR9 zc8q|lNH>KuT$a4$PatDi`A z`Y+4!QYQIU*1^4jNM~nf?Bojc;c;bUwdA_nA)xV~l7v`{Qa^ZeyG`g~&{POqT^^nO zKZTVdShl;U9!Z!_e_R-4^BgGO#`4|uRFjABx`W8DaHb)M;zO?~qv9Ylsaou^k_0LA zb+=7e1s1X`h(GNr2BRP(5GiZG!gFVk;3v~q+Ympm*FAP%FMoX4U~6PyAqK0icL*9m z_TefxdvBt39`MmOUr`;kqDfW<7$Lg%pAQ}5H$`yMoEI%Ufk zyKhlX^xa+`ymq>UptJj#A!Sg|xRxCBOY*rUWt4g{niGb5&@_1ysd-dR`djlxcjIs; z$@&>+OO$VT>6y6niaE*?9kF$#3!#*DcYt7FHX=b(o9SdI?km!@;u0O=5Ga(>Z4R+oz&XqzPK2goB_b@9;*9A&P$m z3_2Fm@mLbJwiUl?y2qois~{nNG=dR?xmKEdOv< zbEdUY7F~(2T7r4-w}3LtK3>3(PR!iyPkijoP>74jhbgqd%bXEG4H%-fQcQGl9C!Jl z`Z~ois-jv=mR%Bqc?;FL#>UQ<$XRVYrSz!g^+eE-05pNIskwP|bJGlvrMSpVUNdE) z*MN=uqp*HZtWocBKhRV0WaqaP7S*2=xNOvT5yRHnDh>+rzTGd>JopsOS0DjYe*Oss zhR@+Zpm5I;OMQFr!{_zx7eW2cww|U)wSPR(8zHqXq(+Xny_PSzVaiOF#53V41X;%H zq)KXdQFpw_m%(hWguuF>SyA<6`TACm=)y&p>vw-p2~w-MlTX-UA-PR{Mxs)7fB&bG zp}B>mGV7FS8T0ypV`q7eYLOmbgi}&k#x>f<_6Jf`5T+%6p1k?2y$OY|{1msMLN31{ z7-RWlS>P8Xsbv2QKfpxjDbzZ0jt6# zCzo`vQba3*@uZxcSU;_(Gv3?Fx+cH6zCO$}*?L28WZ`p&q*B%G7KjCE>+95cpf6S# zTTNIsjd}8pS@q6VO*YjMNjkVqUe?qeCA!6hblgSgcm!WFlajE^(BUq55*^>y< z%c5EV(}XZ9XbHb?krYqm^f4hyVfTAMx@7d!I9U^Jy-*%z&x^YwoIA$d+8*{KMgyYt z{u@F1(b#ffxx-=An6a*pJ9U=E3ZF>v+S}NSair|uFnjY>TY zYA`7|^=i%BR~FcyiKy(Cyv;?)U&CW| zi*OO5SV{z93;_c&1?FY>;i^9a7LxqV1j&lsvrwOq+hdS^q+P$Fv280QsEMxr5Yj!k zF?e+_r?E^la)y&H$Vs8T1@;>*(4Cs43>eCyG8Wc__ghW6o0r-KNFyHE!qAEu%X>Z( zb=+SsuXH)^4Y1whP^;r=?~0-1U^fq01~5IY<*G&*h1}y@cwZ8CzdyVSd!HwNaExh} z)fsU@$40UU;23PkJojq_?``aVq#}H2ayscbBefB7#jQVvgbaFTnPFr5)xy?F7~^S3Sc` zKiSFde>zdKt|98-iHT~SZ;^?MG#8-OVbBF-)vuhYoU$CoTt+21Di;hkB`XeBo;CmG zf-rOF7HTIT9+yu$7eGpW=JaxZ4pT(ne}%m5TSDQ2c<}Hu;`60toDiv9bYIhBd$F|0TNoj0`Nr{-8=YftWFG(h1lqe zz7>Ud54U;VZ#K##-UXaE!h74sKrG!cXz})(NlWC6qjA4yoB_him+p zK_{J6`QpvF1hiz8h*rk4H$nr9u`B;W-e!S5Z6v zM)!xT4KD`2Qp$pfCw}<4_e1iBB;WokLOTgsct{=i|+ad$9hyBll1Ey^EBF{@1FaA>Q_ zQqamHWl;IaCeWGFxuHdz-}fw~;PDavkCN^e!G_@IE*MS+VHhT@&p+F1POh7ggW$iE z61x7B{DF^ew&`_>&=U6t$6v=gBME6NZ@?wHQ*_wjP*n3K=)E)t=h9h(%(rj`diKeB zmLi1yV=#8}z+?Ey!0m2f6P^p`os++VWPMUrL?7VEDhA6I5m3fl8WHzoI@bFxG=C-5 zaegAPz>8mjlMESRAeDY}HguM@;qaA{CDChD6D8k+Ms}9VSlfsK@-L<68<4&Wez8I2 z+%oKlN6Bjszcof@j^z7=2Gm)P=4ZFAyo4p~rGf*vJoG={dyh`-dKDxYuz{9mEzUa> zC@wtUw-JDAwdYDOCnNZDl;C_FDndCwv&4f%yo%5<{=+3sr*P01ap*h)Fim9X6LyZ| ze8Cx+`o>mfoiIZRKAwjkirF(RtC2Fp5X}ZiXup%`dyDH0dHq~nUDH&t&>dX%)4;rK zBs!$~ozv@k^=OoFu)X zqEZ_9&%x(>qp4fNWCGzg(KA`W`n&>RUE_0TMuwvkk_om%KdhRb;VBVqZ3?bxmgris zLr9ThOI`0W9v4knX^jg4XkHVGw~iUf?6% zw4nCq`1(^1VgF?McY|Y6yMT9akfeiDf(3+4J#|Iq==6&=q=C3R&t1N1NCovDF>Y; zv~U;9@B;KDwhOE>hCDi9iIBGD~hvps=D0L zle^zo4PMr4{x7O%Yc=1R>*Lv5nY1)b{q{)RnL}={uqvIt-z;}GZ0V5K@-Po|J9hwkWiTDh)~soxW>Nd#4gd1MUQCs^?h*VK zvY}qMzb-JV`9s4FJ-7whX#e5=S%LJW@aJy1K_4}`g*Zv5FYf_5d2XLe-Ajk@4^2%1 z8$bQ!M`^Ep}2)%A^$|toGEO`k!m2cs$;2 z`i)^g9dm+|R8*Lg#~ad0c1OE;Lkp9WGE^{1juH%LHlZ-1OifeI%lk5T+7V~Lox||( zsx^OJ9`=Vv;gzs^9;@A#xAX2aATt*`2Ag3+t3a*FRlW-My}O4egZJd>>zMZ)`^)j}SGlgI%I~d? zcd%|3WS0~5Y*(q%K3S8M^RJ_R$J1BIACrFRA8#K!A0u1O3hxT9Hh#y|mlF}$ePuyI z3>P3T=;1BEX@_|_L&pNL^n&YF1wZ3``%?}i3U0O4LQOq9PwtLx!rOYke{g^Df?Q3% zt!9JS-UU8{oKES-lvT^+g6j}Uo7{Ew5_g{~Uu02b;-XTfi0?7YC!|Ba6RlbXAE;Pp z3Au#WvKK5v;tLq21Q7c(0yEP)-Zt$oU*`!36__e}SB_pCWGB90!MD znoFf30XLB@-nYajbuY!mhJ|?<@gqVVRRm4m;FS~*Hk*#V&7b2X*pbn zs$4=J7S7o519~O8!HTS{TThrTdD=j@y?Ny&LV@H7Uk=C>wp=j7r{krrnB92xbopw$rxJ#7p z^y9VAir6YfGPeX0(f2~o?UJyxl5?W7xn|nX0Z*T{HouUT$Ie_W+`sh^Y=7OUVShQb z-rVYX09(&M&z)z**)jbz?{_$@l7JT)&!INYo`r7iVt)uvc}* zm|K@uaP~{QUo6F&!P{x%lzvW4+Hu99p|Y~}rDcT+H8A|<5~`F6I`I<5TAeIHH#<4% z^YSc-i3@A!txvDCbFl;ajj#s|Q;bp^4$dKY>3m2?7?4hnK&I+fLEn>5;nATXVw=-+ z(uG{*beL)nj?Tq|Vo3cDp-9zdpY?p(Si%syQp}d~gSe>Dn z3oxLs$y$?u=ZQRFYnz0_y4psTA2nCh+SyIl4WMSS&y3e5f|ena06lA|^=zc0B_g=) z98cecqmMqomqlP}8Kk|l`2v=@~HYUsi+{S6xRhzbgx ztIJWl0{w6g+50gXy6D*4CCT6@eYvy?@%v#%b_Abj+Nat%%#FdzQKjMUl*c$)Z%MUy z&?dQhy;~goEKd_wFeHUzZ8LbZ!3Lw6k&{Q47jsprs){pUEzJBD_`CYCgYoy%{S$?6 zF^kJu$-4e9-C+L9&L)+_-Z^zbA;9JM>kwh&5`DEI|DHngl+)Ycr|>xrZEbTC zlfcPJ6=s&|%d;D{-&b?<32MPENl)Iit@w#Wwb6NX`+=XcpEj_dbL6M3eM#Tl7>-h} z4&Nu%WayCXbb;UEyX1z~L%X3h6q533(f`+%Qlk%^FkX*HBkFs|?+ z^T9|@1u9`Q;$&GBq$ivvCPh5`K|>T8AD8*YAj70{b|L5SkjaEwm|q6nA2Atw${6j1 z-Fy2)3@*(aWRRK*V*Zw~rd?Lc7kr-fW@k z`yuola`r8oz%f)oIixlruC^uWj>20hXH=e=EOQmcq&WvHmU&QfU ze0#sv@)HR7fvttM%_6}R2SSxIfd&mFvo1ipi4sUbjFf>eNHQyhe9##1A)fX>K7GdBp^ikbxzl+gHHWsXOGM)e}EPUT8B8SA85*095vNXvpg{Mt=VH00> z><#Yej#vZ}9#{weQnQIQL1fUcahbCUkjIuy8?n|juTsyWPX4s$10(qo%l2BZhcRzAt4qf&O zzt87j#E(NRvEGM2=#a2nc>yU-eilRLNG9fmg(akB@xM<&u#Mcj${_bW&W8(%ZCz^~{S>A*|PnQ=C|RE03v@Pmkr7R@&1w4!(^1B%wbt%_;K5x;_tHq~zqBd>JZu z+yrcb!5o-{Wb|}9Bnxn2gT9A82||DDn1S}eb!9D1FZj=d?q3O`hK0V|tD;TMP*Jz+ zA4wef^M!8dGa*$n1Zq2KgTpS`P&i2z$gm&YDjii z5-exV3@82{A-^_L<0*ybc7z+`qWkxCwM|YiA^x{58p80X_!pX!4$0o2JfZEGDf-jkXz1Y|&AWc|3wI#Mk+L5T5 zOjjh-Y^)9#^b9XPe~G6rp60n{&$2v9NKFI2q(8_2Pu|POv$Tydqygof*!Vchyr?*w zmNcq|8Ex^;|I2@omp=bvy!q}2tPWG|y!s8;xxveS@BhvJ^xynf{K_x-V_7H|2w?w|V2u_pvsiu>xj{PN<85#5W|NP10VUq}RtA2^X=xvBszm_piOm#>P6& zJo`Mu^>cjdTd(lJdmnJ^gKJ!V=L*-a-o(`nS)y29>2Z2<$mZIRK|ez)Q5CDfC3>sR z^S$qUo4fCRlX^1d@StQiuc)e$Pk!QgjBX&l1ux{rze5UR`pEZCaL{%~o6h)@k!LJwxi}sH z*`l_Kp8Y7EBJ{Z9kEX{Kb3*^r(n(_Ak1;)NJRUiI{3I`_7VLb6FJ>6TP_${9Ao-Ea z+J^q1&+_u}L!hdixLNSWIH5<6H0LZ$Es~~IRaZAuF)Tq*Vyl|Es<7eSP18`-O$bFG z-gQj~!Q^Faj7PAC)*&`aM{;&l3gty*p*%}VOI&#B0y&d7Q>=}?l@It3<4ATa`(ybmkbZnDqV9#UcNLTG@1fs~SZs3bv$wsK7qBrRUj zd<1Vjd6u?RxnF4eXm|1uXYTAbjmPSgJTugdMY)F5gf&%sf${v~d8o%>w7cAdm{s=A`6D)M2UrPU#)&Tfzo`#6(vXXlW2F5l*0 z+Hg3ls2k~wS}9CoIe%`Ar!H);H zaqi+%ChFhQH!M$y6y!!@s z-+PtA{hHmK8I#$Zv**_N$)Efzy}l#KM9N7b61|AAwby9pps8qz8C6k`44;E^gUjz< z;l>B=(lZHV?P)Ajjia`n&wu_)eD?F7i^?ptR+zYeX(g!<8u4wpX?LUCGwb`*tbb>&aykk1gti{)y9*zKav^^f9In z>jN#n=}-N^7J?_7?bzBhP5qJJ$-59yxf2MJkha7*2~FUflh3A+djvI| zcaA!E-8n1wm9!f!1o-n_HIdneB4q0xe?%|n9BZt_>4ZE>sVh-|rAO?Z7Sm9d9yf7xkIO{V z{VjYNgKrx8gAv!?eVf}?-eLdVHME^D${=KTbZB?20?C{gym41)#q3__jz=_!QH!iy!HB>vFK>l+C=ap)|?q$w&$zkC3sMj3o#X{tG{Dye1_qcdM*|6tB5-}x?ndO%Y< zs)n#hWdEP}*+0s&&pnHCHjK57gGRS+sn}tU(xMOjVBjeN9_fD_pc4XI#$)ZciHoj| z8c!(|#%wq@lpQ}G)&JwUa^EKhP8@r*6Z-w7Cw&(u;OS#bAJqri-;eVr587FZ!+o@C zFwh3ETmYzs!EnIx@^ZNDVek}HNeiiy*y}jw#D>XQT!`;v8%enmQ?J;j5vfxhrB0IP z&RS@krnbT2#V?|Hi|!`GN(y{YD@kn-SH2NIY30#I6n`tr%bY)VP9!BAm6r&N0`Th| z4*)C)0LLoLaBU6pz68`X29u@%_{2t))vgc0mYt&$)H8f~jdcp|bx6o60Lhpn#D|h& zE<|cpNc(dY<9gODvr^M{oTs{q@s~w$3ryJPXNyvzMMjCpj2{ zNpp0TWBNl#b5uUS_XgNBW8QeIG1SgeSx?nCtkRslaEZ&;?lNu?{>UHyGkpGs{}9iA z_DiUAK+|{{2cP@=50Uon zS>j;QaP8V{Ui;2>x%$SdRE1++IHt3bx*qe>Klv%1e`bxWr_ia!WEmz+C8drIP8R_{ z;VgDOr7jA5b{eu%+`YTQJFk70#9PYJQZ-Op0Z$gipZ^PgfwlE@tQB>&YGXi!uo^)H z7Qs!xEA93>1yAjd(Kx)Tg41yU6M#-U9_rHau#RL*933Lq>Yjh}*padKebTXEb3(t5 z^rY`XS@$RodqN)vdXhfiS;RPr!{0RxiK{rg`VMA3MmIH8A<1~>g#@si&u6S}u5DvHKo zfyRkDzw0`ndz^aqc{p{JvTjgXlPxbxWP!G%=ou*HxYltbSYdoy!mz^?3R0~| zjlw9v*0{RF*A>30Q9gjfjwGv{C>}xWB-7yzWn-ySpQYh|*=&xhr;M@?lPO5O7M}tA z1!_U^F_Otg$SVO%jq}XQ8jr?g2~F+DdwuL|%8mElrYaY|6EKVlVAy+%(LoBSf?23Y zAdCU;EyidbJh;zze7Nu)^@`ze3GXz{DVoNzv%AAT`h|bM<@euWV^#A*pW5VepS!^M z=T4Iia~hwb(jFu!);sF?gr=BNjmOLnCye*Uy!+M%Tz>y1%gg7v^vN%C{+Unm%;$cT zH{X7j|M~CyPy8!?>Ss}|!E3{OHsQhjZSLH<#pSnNCqv_`sGE~SvAc7RpZdwq^CMq4 zhcR>dD{$Z@c93<(s_s%GXh~V}D#x z){0r_nKzK+J^uE8^WUPh!FiDfXK8{-5=|`SZ08}I>v@&?5Nb(-Z@(M}`cudknve1WBtat@#91;QD`UL9@&L?=15Ua}I zFgT(Yp_~sv?WZ+5Nkk>3MG_^s@+3;TcoNAw>{1Jwy5HloI?udupcHwQF`pOo)2^B# zOh_#p`e;&01u3OxR@Lm!DyFr5b`5>=dccH=P9hGaGs*}6pf>3 z2uZp`|6pZ-!xZ`6mRN7^6K8?2DzeVo=JO*3imPPA-nEYr_>+`4g{ z8}Glv^>^Rm{qMa@aj?zV^;K?Oy~@=OuJZPquk+hq|2o&+dx!l8_fXbjbWT}S6te>c zJ;#rH`B^^s!WM&`CGTmHUJs0f#n6ewb&KS!$6HHN&Z&wCF4>~D^fb3`Z}a+hzJ+Qk z>e^9M5`eR6Je74kb@38E`?EhA?94=Ms+367loGX_0G=SVc?6eIsuLxu?Ymv+PT0c! z!nST9EsEcL;0<*6Qv_FWEXc9$wMWZ(xaWs^KBDeVLg98N^iL^0>AN`rPak7?!ag7r z`A=AR89a7+h_6c$B%V>zG!nEi0Gj@w&u}S63eIF56MrtRIxMEh~dR|+=q~xh# zUR0z;Alrh=cU|W?Ql++J`MIuZj1j~0N!c)|L1%rk{t{^~r)r$2&YYFHdrhKyFl%65 zv)oI0aO*OCcSv7N@x?a2+@qfCu>ar=+jsAA?aDPypE}2&H=v%+aJI(RHLj^p&Y``u zW`f6Pv7hQ^DWf!{pQiNE1QRCD#>#|W)D82>Qh9~f2Aw1%c@L9is5HfCgVh?V4UMyH zc!#>GTaQQaew4n~hLkXJ{PdaAcspZyc#EyA0r@C_L}NnRPyi_0Mqg_BQXm`vH>&HzlrU z?I|ly-9QtZIKKF$FY_Zm@*`o)M+XZdfWH$BKLVCVaj6#6$Uu%qA1Qf~&o20p9|Q=7 z&(1x&0IB`nF8Dh4f(4lD0Iw)<>H^Itq4>C+;dny-l+u&FqZ9D-F{UT%1413}gaYjx zi7m178OkgHU-8rNmB4A(Eo*1gDh57xKQr7{%7s7MmNJ@(f47lYB0c zn>th&TqXc071V?cFkIh2WjRe%ON^#0#VT+Z8mDD~@tVeKoD!*%Lrab|W$@xd-GV3q zS0Tkrl&A!#r4XYOiIrr;E-DzM3zrUU!@|q&$fOjX)_ZE_amvukQX1#*wib`OSWbL@ z4^2Xg?>@x$*_+HM9OQ!~bed6E$9OuYstN{q#`3Vwu$PjU1m`mRUd6$+DdkQ>Jt=(Rh8&Oh3{i_A6(|bg-!ZPDV1x$6|DI6Gi# zBW2Y0^!u7D4R(Q9kUT}HP-pxq?4T)K3LrfJ#*69G6y1MJvuq(8;JxS+)t?gEsEKEfqYJs%cMu`GEG0ZwsW zdVDa15BHDviO0G&PVs*2x$PxUH7ru!PEj98-_N-x^!rOs`mRpE)5n}Xsvoqlro$%` z5;I3BPcs>#ZG(!SCkBMHmR`Tda5!ws>N4L*U8$1~DyAdgsp+Wg8jEctgh7<{G}Z>G z6Co(3BtVVcb-v}H$GBN*yA;)SAudvz$kYpX(uz|NJb95A#Bd7XX+qww@Ek#^Akr+E zY?T6K64K!allDXsq!c>OB)EV|s2Z@O0Z1v(5=YC2NnLIwt?xZx7RhS856|kI*pY;o zRPu8o>MvtL^5R8m6=|czOI}P1fkP;nRIGE<-q7!5VuR&s(%7bi0^0VCkaF<}FfD4v zMMKsfkPn93-`%HikR+O=e$KGp!__6OD!|nwDknKm+@!{k_8Z)lJ|OKd7r$$M1QnIHtb{agfvSS ztqeJJdW)wnoaNm4(`;_8aQ5657cZUR(xo#z_v|@deBmiR`H4%MIkU?0O2X#mfL>3L zqzYpcX_jKL9G_&N&xmKLjv+OiL{FO>j>&tgBug)G?dlEQd*>aR!yT$p4A8Als2U&C z=!!J&@$de%e;4rBu-Fi(ljL9&+p@U8S@fsl6#HEZW>id^9RYpknoc=g&=l>QROsV` zUwphKf}^nc?)~EV-TNFJJx@eO9`l6$nV~0rUnk({gdnnnPNxx9c!w|MxT-*fR1GfL zlUPfdr5`GJQYxy5y1xaJOaKSVUS=G>%M*ltxYp<;%g!QT(>TY$q(CJp z{n3cs!zl;T8JnxCtd0hFTZ64JwjwvsPZF|hfHq6qdh-_BxA*C#eF3^kK(fgOT)%ab z^JhjVKS$xPjpuN0#%ykR|Jn_{^5Z{2zdyuTd0&xK0FO!=bd;)?1f7H!Um=;YHik4w z=;b-RJY&%7vD6>1G8nMb>#;iMk*6tHnvxiU0{UsjAkP`(J@PccTF0a)nG_|3bzl;* zG$YG;m?XvP1ck=e9^E)zedRUYdHXV-``j1U+BnVlV4uVNZ4UQ#P~I{ej_Bn*RE(UT zq`15X{Q;^!K=*o>JSXcV^alyXG;C}P**d+<=BXhY8+}&Ra)u*AnnQ1(8IF2nc|wwB zWW7FVZ$Ogw(P@rX0oVllIRI@vzN(lXj?reBm8bs%vwDf|eDkXu-oAowJjLA7*p#}_ zRJCVb$inB3{jq4aK}tfXZr z8hlyM%qN&2b%~&)u?pR7oFV%(kxpltAbadd!_ zim4oYxMNfkN?oI*$!JZYMfxOmDx!KbO0mAS%KGZ6)Hhrk2ao^{0Z^hH5NQ*5@F9hT zl6X%^J|G(|gEBa4CDxNpXq2I{3QP|VI42SS7lBb|DXk(1R45Z*oTByUQbEmtQh2{u zX}9l73R|>EsAmiO!XW`g!Glg~aE{tqtV-!6hT2-nsvO$`Z~t)blBQtr(;US(1<>MkHmr2UE*8e&e^99L!l>mbUldy(*J&INl{O zWAd~?<0$5HX43-apt6?j?OmRG_65>3r?H*n%8Sa1-B|!r3$+o8_&qWHmKKl|Hxq1t z@-(5BrVR6(r94ODNR>i+F{Vz8rf(FvvZPq*s%BPM#%06YX>^)#<@P=Lqh(gtH@ScF z7WePmWqbPpU;fe;(7wdhGpb^Ot>(Ce89*oO2+1G0XPtluLEhWaW=@!H_p&MPWz-&kB-Qx!8Bn=yFm=a|$3 z{?>o^zopk4FiH&5NyWT`rqRLP$>E$Q&vX9zU;pbUt#Hl;pdZ^)z!P225>labUz|w5 zqBDf_?G9d9@DK#-s32`pK@~4R>nLb?n8I}-=2Pqkct#QgxWL=qPDd100bq?CZHXzVTr<)6Gi2|8LkPo5=|O-)tT;2nwh z=;NGcGM{r;lr-9qW*OGQ?s$SxnvLZViH5qE(Km`-kT}Rh6V)Us_>9+n`*q%V`#q|v zq2C|S@AoOoIRu0JOBYV@+b{nL!#<4q25(E0^30}(B-(J}+I5_V3l}eKl4Za z2w(c*7bON+$Llq!BBhUO2;epLzu1GNe=O{-LT?V=JNzSDC+{kLF3NZuaEeC-n1%DA z8W0wesu<6pL&8$R7?j?;sApWm9orsLjT8E3fZ8tj5p)8cPUx{DjKEP%4pFYbgaC~( zRg2QCRZ%t$ounjb8bH&SvZ^?{xlS)jBt96PewqkK3u=&9M*%Jw zREEFzcm6)(>6F9q7-t4X86Cs>M3z+03hRE(=|Hy`%8{S8JNAeuvv8k&9)fDuVV}K>2 z##aSRRpOoHlTTmbsm*nat*tj3@(zaeu27n zy!HCGncVy?XP0y4vxdXNipCnM2Fh9%Hg(<5>-G3+f9xB{&dS(>61tSm3Fwz>jA z^5ngf^cj(nh6#uW0$PSH0Tl&sDLk6qV2J83p-@y!P0}AwG!~y^60!gZH{gAE1}{KR z?5M)?37$H#5g2-G(+Ens+*&3@iETq09B`qUh;08 zgMC(3*BA|!sH<9}ExF;T7cViMO?mCR--E`}%QEnuI)sAAvL4@i^>tQO);WFpEGEsO z2o4pz|D-OR)F5qxE}pv!It5I%;>B=Ud@-S)#cP@xnhIQvQIMvFL}@bR$!W;y0;&R4 zmzZ)!Qcjs}-{b99U#6}bR`i@=HpAAIx@sur6^+#-`6*O(7StMLkyBR&XC>dHn;(+e zh7?OvOhUj^QTIJ^tF1&Bbq*gQ(|ad9v6#(pb%V1FjWwhzpJA~18Rn(s*7Yk~dF^ZD zzNDBr_6`c>rN?4Y9j9wq5N>H=340-kIL1n4AQ&tNbhNs{)O2%y?BS^yHjQzukG%)TzU?QE;I zvrPlR3(N&|kqaJd3-BbpJc1{=Pf$Tb!{{(+CPrdACB{gMrw~Cp&oh+wER6=NuB@Q7 z#@a^sY$#XMcA@_5edQy1?}_)D)Gf{XB%@V8QCmxz_b5Ghli+nKj8_F1;{}!-d5-X3 zu#`N93eTsINjy$8vH}+dFW^#+MUW;2RNYm#l&!o3Jyirw5#O0o(pFjrwWnfUR?KDv zRa29vDNBPsE5kmceh=5wXlEJrQUOg;`L?XMn%7#1{&pi7) zqt!KZ2+u(1E408(+NzzTyPu&ig+@QR$-fpnEzSi>$@!+7#0wKCOK?g+Nk4X$M0x6} zAa$0Ne#Y&~@9_3_zKT|gy}bht$1^6AlEX>O_;5xsub9uKBw3IC(kfYRg$H|<>-S*y zAYqjEvC|#KyZ3PAoTeTyEf7d>g)oq(qk`cP7MjBBXpGqjZe ze9l?ClAwrP@U&P##%lvW=z^z?CJnj^ED&T22?6bPMf>L7aDhOp!?+9tSq<|zCREwvW03w}cWWyCmbE%6q_$0w9 z13C#TS)&&`UFvIenDh~Mc_nSXfQtbeJ#OIJWL*n zAZ<~xEKi;qQmv?}k~Gl_`Z?pZw&fNe4qo3FIZM3k0=YoS1bdG=!2EL|xTfOJSnz zyrjjZlo*}O$N0JcZ!yMTlBAWwYNc>iq&nVOQllw~IZDCm>MFNx-C;VZ*x#RX@BWzk z4`v)3G|c9j!^4X0`w!T@dyV~jml+@21#h|h!F7^s#LC)PlHM7NS;AEnZnlT7N^D)> zstT;dHx;fbadm|a0IDwLR7F8KE5R#z8=s|j=BLP)F4EMVJGXE0?i;W2&da}nJKRAj z*gKeUFmA9ep>dkB@e)nEZrEI3H7BF5T<$3#B5* z2=u7^@Tr8?wC98}y1a)7mI4?OiSk0q)XhpJc9c9+mQu0bEXo$})SmX?^d#r}F3=Oz z<%FJ?p0qtrz|#qRC`sa3M?IBzPuK?QMeueMcvXd6$l>M`=}bs*_Au z{B+h}{)9&$%;C zk)}OR8Pi$A;iRG{Jw>f3OPEYc#)mWZc6S)>+@adP&a&QTV>zYY8-PmjDkT}7Cs}?L zXO{6k5id-XNK&lDd4nefa&*2H$I-Ec z;UlVjgg)x`-$nY!x}4DWMNitECy9Yi=tD`n25dpKeHVYY3+0@$oKsgN^VyV@l@*q8$%$(g_}HK}6oznyRX(%aXDvs0%5lnin)hO;wguMTv8s##zd`p|+OVN+RHB z`((WXrLiGwLftfNIu`=(5>F*XnuMgl#*iikVhfxiRn#@3=9GP|~EHn+&HNFuQm?FfEYH9I|A4OeY ztdP7pvAyi}E_ZL<}0T6;PH)I01R^S{51e z8Pmf9=F=%nT{EA~DCTo~_bKa!yq99M$GRFtL%*+C zT^+KvHl)|jSU-JS_QaQigR_ zCd?>xkQr2%bT}SW0a1OFB$8%Dr#+JOP0$8g+YqP61b15<-&5!;$Dv@`CV(Vc~ag} z7IT{MgzX#GC=L$DlayZ8!&&&?>U9n#Gp6O7SvjL|HCkzUc}AKTw2>HBXgC}n^5&aw zvbVd(=H?bo8E)U(VR`)&f8^)>IllFcZ%|GTICpA^(IDsGpdjxrv334DP4JvL;{M+D zQE6qFjKlM{Z5t-z(4Q0nX7L^yBuF|j__C0EdPs~fr2}}1WqHZ7XUhuj#H-C&3)bNq zCuJ%Xgjt&9J4bBL9wIreIzeP1boL0Ati?Bt*l!gD#k^oXpHs}|;#3gAWORG5)HkSd zweSYvDU0}0Qnx6n?2L~iZ>Xw)(s9n==#@_;vFKT4j;vTS44bR|!=lstD;QDUv5@s6Ub zB!DA}AejO)#Avl{nvUd2Y^4ZHGD!p^8KW^l0+po+gFGWkObA~fAqy@%^;8QMlmh2P z6(`U2@PO({pn6#<(8Xw+N=cVC7+rb+`pZ=F3YVt%{QuA1zjfJ?Bbjj-zN$DGR}T+&kFal>nVT)K z^9>>e#2nzLQOy#Nh>ylcqArld&Z+@8~nfi z)xX7efA}7rT&?ls@-f!C4TASrtyb{f7ZMyzlc=QQ&dD8o{j1-=um9SwhgZh-I_nvB->{}s3b$>jK7{_vf zl3L`1?Pi0hnn3aO9?LiFR@W`Yacw~{jks00_DElFA}7CRY?fV7L5yKgU0y9-Z_Ne(ReZ2h2YUO0d3O=dGdrN z1Oy+jTr5i6M=h3peQLig`B*b_CSI0s1=-U6L|* zH-P&H&lxQ-a*BBT=O#e{9YMa~IL(_pz=qHSA*5K8@p@DP0C zv5Pyr_rZJk{`bERfN*|(7mpu5!@~!6@!`8az#FgK2NCf8qeuA8ul)@qRwA=kSre49 z?wpexgrv`JWR=YfltAjIC$l)!k>5MS%|k8{y2R${ z61&X?oT7$ZAo$?nTo9-IAf%{mJJl|UFPd}mw_c#{j(k!~YiO^-SWi1-upx63s^2{? z4YznbXM7CYwq0lPG~*y_{5Y~H=oxO?tQWKI&C0FP94MbdYJQahW9}5EP4GP{ydxxktYD^V1BEwh;@#VCmJHS7c9J;o{Pu_VCLrU26TO>98E|*J9kSjCRoD;!EbmS=@V|v{Ox-aGibBu`U?MyDhGsKE>s;r&wQHVAyOChXJgF zTgbI&4}}1!*;;4)wQZ-tYpbNhbv>*u`j?F`)nrOe80)2*WSS*?b*?Qh5p~sPeEPU; z+s@=^#*HXrh@rEGBGTpx-u#{%u-om>G)GZJEzmT>vncRfRfGXDlc-aVX}|9 zYNcxOGkNiq0;&9B1kdoqAhv*sqCzWX3epFHM(Mnb6evUi>WCik-rGOHAN|3? zUA+CyPmwf{blZr~efsPY7wa{4F(EP|ga(U+kf)|;ii5ZGiHt4pJwhWUH*$>aZin~Y z{Q!5*&+*ka--P3cJ1fF_@4bVwSHF(qJNL(aQWSp{r_x8An4LX0X*Bfl!PMVL;*U8c zI!HqPeGvaUkQ35SfB}#22#%0^^!^^=ZwW- zi8tPO6W{vwxABku@ju45zWGhuxpRiLX%QNa5E{`CHZ8j463s$1P85Q)L8ypRP*bRq z)$8M_-ezgneuw_*3YU)`m1oa*=Nv&PTz-aikxZTrqXPcvQ&W|?)@U!s5aZMgLX z(r%5!30GH_Xxp}E4U8l?ryf1}v4(1ChS(RMr<@XY>kT&RD-7Emc*q#~9=px9_&oJP zL}Etbai(3&37LW2uGe468ulP(ogpJ1K8XPo&^7^G+n{ZPJatVddG6Xqv_@UqYP591 zF!VCpu4ta5{tjyPQQ>RR#l3T?eUi7XT`Z8=W1M~MuYk@UfcqV`Im4fvVgrwL4uI?6 znc!4dGZL~RP;eMxU!H*=<|H%Vl{t8Y#3_rD7M6ON&odl|GJ+e>`iO;(Xdr7HXpq_!?tkmAg6_Qv3_UjefbQ%Jn@reb2ZRMUiy#mgk^#qX z!K07;cpqqDU|Cc0B-;}3&&X5dOs-9ync-YU>k~Sk(YOH(L_35Sb=DUENTOsRPDWAd znRt5t`cuJ-yxqVtu(`a%zyJN;#~=T}AL8+QA0m(wLEU&nPFOA$I6XeWqHA&Y{60dn z#J~KX{{U}4xx$mHEtrAT@d`()1)5GYO*L{(GJC3Mq$GaVqU*5qEnYi$h`;fRZ(y0e zk9XhuA)fFF{?q^bAES@^C=YS+s0<*M(L}C~6l!l1l9jI+2O-fGi z%^3Ee#595gIYsP2S)9gs7?AoN!)7B9zBT?(j7i#7O^VKqAvK_6y$}F$$i(801V-e9 zez!wR5q%uQm(a}ONyr%i*j%k~adCSRgd5kQ48~PKl_I7i~v5ewa8381MmUE#Vw?SCU+rIG6D) zK7c}koVJVCa1(Yv7lMX~5E5tcwlV|k#8KTyk!T((?Re1^Yd7d~mR;4@p9;yJC3!O3 z*tCkDb^X4mn90+OPZcg_AZ>xCA0R&d5P5qE<^k)gOQe*rSS+wuEXMOI&6E7fldnz6 zQG(YE1J+kp6?xi%V@B);Ax|kHgV4t)sUXxDJFyU_lo{*I8WIaoh?9{VQpaHD9GWJe zYXcTtgRX7Rc!#EnJl+Ix(rsH28l*l?wck_y>7>d}N$xTJ74w}ChZH)r_ujzy*S-z3 zOZ1y95E`^6r-(6On}ET0NUlL5k8CMf)Cqrdk*}Tb^<%DW%IbW~dWcz~qZ1@#fOm}G z5?Y@TD4{_X5*(w(cv6B?2w6>@lpsaX5IBeY#o;-Ra zX00-Z5aLAbfW`+bmrES4RyaL5g>M=>ezwK`_m6*oi*3TQ%QakZxc~4j?%q4Ya=DQH z&!WNfnxhUX2qguIwDVEBKDcLPJ13ea&I!l~l%up)O2E(~Z8ylf zE%J7YIPAcpbGKCL&K(HXb$O>+9-_TFRBwW4+E+G4hA zbgH%^SBO*FwnbCM%*ZUJqA7WTiVJ%#r+M?_5#^pCG+^I=mv?agt#2Sacn!Iah$*98 zt$+}aQpN@W0|g}CAgM58{l$3w!>u25+hkNkFYSdea3oQ_TQ7kzTQ4z(T+ZM@g}JF@ zlsuJP~WHqcaDyc z)>}M0U0@ZSVZHtkfAr_y#XtN<{{$z;_mHz{8>*@G;-4geElW%yQUb|luG=S1&U~dD zA?>!(_m$=e-j(z_g@AGvKd_V}aON-o{T964Aog1@WIT)Esv>ww7P*+IM57~PL&=k^ zvuIw8@E0v?wm4pr$4~-DsutCVOqr@LGX_HtGnfPuZ4r)+lmHVl15MkhhDWtaC9ar` z6Nuztr`kIutxy6d_X0R3Tt0h-?bRiQ?G`ykweU&%J2T6v3C^o8lM6B#15V@EfL3+Jmk={~n(?VZ$kPC9FA+cdsgS4Kqu;Kv z-EPq|%^rDjYPNeGdD?Ba&m~VFhkl3{a>9^vAx<$Rq|DfCx7WxMDk0u90gJB1qHC~d zTeMA(_%v#QYk~;jGDRMmSeV6RSCc0z8x!)xkWdAt4RPvx4%eWE!|5w;;OuL^04$D> z`vH9%usA&fniiZgb}6H0Lh=m;-yl%{c+}n;f|%t*Umv2YQsV|Y%W zoWXFF7foyhsZ+@PDw%^=!K*jT=Q)b2k;hV8Wpmn<~b#L5~NgTJQg#j zy`TGBK2;C^$_W@Y=pVfYTs(qHTcm!AtE(#{U1eMo z?ANA4q@|k?qI7q+lyrl1cX!H=(LF{;cX!7q2|-ej?(VL4&;R|t5Bu%jeeQFeD~`_@ z26`XM=*-j|?C?1(-*eD}&e=i|b#HgZb)B2>*fk<$%PLkY9LYS4!gulq@?i~dVmKpp zDZbsbpny)$&nun@{9h&rKd2V&KWhiEr0Ye|^#Hx4`Y)g1Ro3o5#Tmc7OCVWxjGyvE zV`OBogo1{9;}Gi4de6;%3Bci^(xOpRxbs=UwPm~j;f8TB(x=6h@ZQUvJ(bdhV~z5M&pxXK2D)KO~KBBA9FY+E9siVB zgz!tA2o19~MxzsY?e_>56{}Mocn(ghRA-58R=7nY)s@$NJUZQ3(p-Iknc%I4yrUwOFIJ zwS6TcGwRfPB`mx{qYp|UV8;pJVdlM$g(~WDTms7?qm5pfbzPm%!L4Ck6Jh)wDZE@! z6lp|4?zcibT7?_hT`iyZDVFstte=j3Dv+DlR)wrsm9>TFgyxd@1uU_sFDq!^(V29@ z|6TVm>Yfp%JD=OWCmXiasCaudQWsxebSui2@0!bSyVKTkJxV;jOWwpiDmirRKH6N7 zuZODW9UmELSE|=$gj3rOyV_-7XHGDaJ=y9`9bH>VnqPfXSUqL3PvA>xy*z62$K>u~ zn8bXxJFNjEnQ4V4WQ2wzJTRufAKUeAqNYDr3~qf&&Nawu1;NGu4oL+hN-xd-o|QUl zy*whp=>vicUAHn)FK##wF+=b9hz*YnFyoMJ5+^gEmX;&|>StAMCO?iwUA=IBVe*Re zHq-N{bKiH@9W{>_$MyZ^8a|~o9*M}FVI#x)UewGLtHSmYiRFd7E_1Q!(M;(Z3vo6-78`dpM+XKpUu?jqqpeC=|+nau8MnNG{dJ6ma3$`lPhXHSH52I0X=t5N-#FX<;T`w?Ao>=2YxroHI7` zF64BENENm$N5`@=Xo)yEiBJ%eavsB1b@!|cL%B_A3a)P`Gpf&&2DL>=q=h@Fo?SzK ze#_JNO=d(ap%6(`Xl71tkbkfEEbMJ;qQ>PYGIa zLY)VW%1UqR)FCsHkK#9|{MJ_f8i&p#>!K*B!Wq+0F_f1Wf6Wi(x+0ctcsHc?=9${i z%4}>khs;LGh*x5m=~boD9r=D#J-PU@PfI|Ps=<;Dpw74lg%_Y#5a7B-jEh$d-NBPb z56@)gtZ1l^axrtlkJ>^@2MCwcBUvDsA^kds+5mBT(Jb0OP0O}H))P0l;zd>3-T_Bx zrxYL~77BV+8=)81;jmKuc29L4{MPfr_1yFJAU6E?SHnjI*ntU@!5?5Id4Q9h?X;d> zm?xTAG&Dxe_ZGDOMSir5az`cHn_Qv;#69mG$WL~`9oxaHNH)L6nc`-Vyzo!b{U(i6 zQx+nh9YV^u!P#zE5m>r4#r>0hsqyhwMqBm$IVez9a5;jRsZTR12oSxSWj?cw$+=5o zUP4PqZNe?T)2;XqimGrYz_>(6Zz20$@x{~N*Li*GsEI*Mx_U8d(B3erKB@UtE^>7N_N01<=g++P!- z;R@R48lwp8m~1?oz5hNoJwAOscdgF680>X?@`BZECrnxd4)f(ZG}G4BNb}5-Wc5!y zNZ5mX7%i zo_~46H0|3g%3i9DyDOKd_dBy;EiDsGaYVru{xm-ajrGKEdeS(jddcEEuAzzz#gt$k zO`d0CkB_93xJy3fr2{&I>tl>Nza!g|2r@*|WROVs<^}S81*TK6Bwzt8a-r%?2 zuQm5~J#SB~0guEn>o_fBKEKYfBp>$EwEb3yQe0kJx-Cfwav3Q@)?^tPc;U~AgRmA_HGtL1e#i4m zMQ^o^^O6xIEKDsb{>VGB=vL>E5UMTJF2yP4w5yOw)`L zxorBfFJkz*%@*1yGR1Qp z1WcYY4GbdvASrA(6dsFF8JDcg*x2ZWJ+Lnu@#nDA<5!_)s<*5+l(+P^+nzzH*X7{w z*GoK11&12pYu!fU=M~-j2rjP2ZXNfOrsyP0M}Rhq@`|X{QUkB5ulS_UKM|9S)ffD2 z<_6wGbO`#gay+*Mbux}I8*Up>41JuooVX9Tuq?}d)%$7DSvWMfGL+&nJVl!p{$O4&3>$$Dj1TG>y0wc9YMH|! zEqEgZsiB(mQ(MqlFsRu~QBV{J34XWNw}?qFo-=7wUU*V_v@q-`P6cyp;hWvUdS^or zt=YfV^8svJb7=NhZvP2uq8Hh92a9;M$EwQ1f zv#zKi|7oQ%szi^}B<@%-OPH@KAt~dy^_{qlCl`$jokibLUqxo)ksxy#My2*=54kUp z?6u+1?5D+3VOY+`M!d_}YnD8^O*#e2>c&k?XI#PDJDsC1Q1WRnOv$5-a4FE`@dx-^ z5zre0NvI@>vd=&a9s%mO0Mf#GOXC>t?%Zac# zPF^f3{znRRG_$ebl2kkQ<5eBP?PI21U~Z){W}(IKsf=QwTA9`@gwF$_W0_zZizWFS zP2J8X9{4EEc{P3d?Zr{L{5UFN3=VgmDhL=;5|4`(0zMgIR-7Vk)FeWIXIM#Q#T3 z%$I*Lzk7+O`u8XYoMJMP?n_D)DFrdc8pTRS@EJK4FqbKsvv?jSP<(;Fmyn-l^aVoh zG^%RB*Z@^2MVIXuZN%F?&C3tqke%sGQr~ywp7rvRv~bFK3i>$W<588-KT5XCY*e}1 z+lr#fh=h6=46UuL@jhN&BQfsXxx6lAo$uX+?$p^(abw2%P>x=;>Mu%Qr+CIP$%#GF1YM^GN6S%l#&b)z@mh1QhP!|F&QHY;b?%pl6wqoQ z(c=c`S?8ih|9Lm(>OtMG4P^$vvrO0qv>BTEdPEFfqA_}(u5TZ|x3;c>cgzFv)%DzvG;2$-RqLW45dS226j3)8L-+k5>{>C6P zm1VN_P3dl|IWgajLeF>WVb>$*1+&Fo+I^@th;ocqd7*S7(cDdSW*6OcFDS}7p7NW! zZ)hG=H1l@`{#6;&HK{j?Iw>zhIchGu1GZ+6zpQvPIm0nm3Zk}T`j%<=wz?a;ec<~9 zztPaJ{p|KXn8bk}&J$6PHM5^r$5%;Ob^eP*fO?v7VsQ|_CD14kmD z=r-4SRJT&e;m{)g62dL5AjAQ~1TYTY;fZ3zH=?-DiP*)}Hchn_uJz|h2PjfczuUXgQF2r8rgChzGqFVjWv^-+4h;)b+F@+$I?Dg$Q znDm0D*)=9PnShv6h^sd0H)WMU@7JN0pp6@mOAD++Jg!obQH?5JZ~}?KPUZG!;(gp8 z+OFYhOd=%XcS5SvNMyumaP&!ReHX74OU|Otb(+aJVy(YoaQusFl~OXEzV*tKKB$jB zvJ{vZOHE4E%We1+IO!FPl7Qd*JICzmIJ3}r`gWvv@Q)fIUYvN7{$znIk&ANF>3$(B z_~beXqt2h^c*$>pCCigRRjlWKBUVt>$c$gtP=Q>$%Lj5o)u6Dr7WocL-en3nP#-6@ zO%6!dRT0Jt`2rW6=7C^XedZNn$&XKhYl;t-CcdQ%1hwjqb=BK_mxZSb?z*#CLK$YP zAWC9<$cz82ZT}&Vrv_RW_|S;@wiQbi|1lY}W%Op`4s<4rJs0^)r9q`MXKV z?zlm_$aOkC6MSKEYOBc=!sQ!Msh$DV;7hF4z&nx7w^!8r^8q=Z+wDx8EQlw9PzZ^Z*jdVx*Xgn(FagZOJ8a;7!Qcn1KKe5c z;PPYN!?xYQPZ9RQNq%qPD2=ulwRe#L2oK^eefn))PF7aVZNOfY z>*)?N7g3f{1#w{w8-~9Rv)7MsLa#wmR9^s^q{Q-aF?RoNe8s_@Ttbpd%$HcweRi?x zf7T}yb#(&ZenEEY>9cCUJ^6u>vkh^U$$4BM?4noJy8I9o;kafF#FhFXnFATX!LR0( z%%RgQeuxH1cH5FR8u`Zx^GyDn*8J48TQ-s|GLf86Qdul8!$4q$JS|-G%YlzxHE`{V zQpFE(0a_@3%9E~{`KSTP`}Yp`>tMnWP_<*Nu7^z)$~Z~K1R-oh@6ck99r*Dp%E)MC zWqVMZ^i!T&c>;qF%3K^jES%{&@utn@a-3;(B>BV|li=&Nl^zF3RF%i~9ZlYeAZ*~x ztqj<pemGU zlZH=9w4OA;S=lSRp0yT)`7?T?QdD)9+*m!38;_#XCR@{8Gdy{+QA2@*r`EE_x8954 z*gj|6^|5&yT}v;Q@Y5&2#}|zg7WMokYtI_1KVL0ZD@O4JVq|!k(jzR-y~2m7y5nch za3pawYEb$utZ2Rxu13&pc3`mdU!rvzg?J9-tyq(rX=f2N>dE93OYbwdS+pM9E9G=Q zx3c(x130Y4TS;z1?+$Tt+=g%n<>BOKm}d7@P&A7Z&wl@CsJGi3WG=^k3R!@bk?YLv zQ0j{{p2@`EhQK^*e(5Mi3ubluzy5e89n}~wHP4w$&mA*WIH$ofaO3v*^GTY~22chD z@eMoQGy?9EVZ5P`v-!)m)Ku-@ANa9#msy|6c0!}AX(UN}@};3KlwwBdB>tO9tQKML z7C0Q8jNGx(C!%y9yMCT`lde60XzLvZqb)XE1$K3W=!5y<8ZNlBSw1Eis4-;Kdl|Di z>+^Q!;O831<~{%VN^W;JImw>)>86F}4{i&G>SkadLY>r)x`d_iO;jmqAX8uF+KR2t^u6Kuys7{L}7;SJuQ5`Ub#6|=TFGq9Wd!VW}g%zIY1f&x4DHf4rg z$K0&~+Bjg>gNj6!|NA%b!#KDFkX6jD>l<2^9S{F|fCwIicJ9wh`<_czL8Q+!)irl> zM=g3-xFw0=v3hnbPxnKwZMqgPV2&6!Oebtx zVW;cy$mTH3k7oEhbP6fnlmlc8XWw$r?x;#+9YLg*bfJZjwbjJ1N-=BEvFtGIJnvFH zywLMX>Xr3h;DHFzrO#CpAC6(~qZwx0`?yWMVd3vJBZ3{DUFUHS%YD`Q-ot5f$I`BU zp`K-m{^M$lxD(3EBa+$gi)(@iIe+UyvR0*ZkTUw2Dq=hC0k=o zjTIiJH7)q}zWE$mCHr22lxM{^A^mT0VO{Qeb$rz_a}h6}$PkDm7l*G4p3Car{ZGD) zeaL{HytoYyF!w#<3<`O~ixMCC{W-1zImHv2AmikohH_}CW-znk@}c$e6P2big2A&l zcWqG)V}$)I|KBFqzpa4zA|JwlvWl&2`owH|o*|r3ZrM4B>S=XL8GC1DrWwqLen|qo zCcYgdE;~!ooQA};*`!H#Al-|j_1WsVVV`k-5>jiFZB`*{HZ{9!u%^mgyFI~RO|Gf8 z^-Pj!R0(I`ncRP3c?^mQ>KJh9=yURpmf1U>tLgqu^}6rxb64WL_1fhQq09xEcSb-E zEK$=T(pv0hThQ6VE*!s$wZx*Fc9n?D(@BUYd-Sa$VH0fS7vj45ce`3eTP*?qry>7% zjPf49;q9{X@X?cV1BgOPL{%oqAy6^wPz~j>JnnZu)vNT9)#HM`^zt`iTDULf0I_PQ zW{JQxsPbT(pJBq>hK8z|Zw84k*EGZc#USRtG4bDk`cY6x580W@f|rqbuh?|dpsY{-5Er?Mw{68woc#CIH){bs$l zxKl7M$riE_%&oQ5j#~ll)ayvCCw3790vS+=L%&AGWFCS-c>2Bs^;F9&{HovAZ&WUL z*lg5Z7)e6k`nqLv({PjZyQYS0G>t`;A*-3`M_fu0^h~k$AlvlsggvxDjW&-H zJw0wlhDVLH^epx=QV6Eazk_?p&Y^E+Iy1b2v6jE7HHt zgNM6i*LINSYH;JI`Dx$niU)bJ`R~v6LqtR^C%^yGa02?|#TPtj12Pgj2=ez=#<~kH zlHfEEnqEs40*Fc9Xmr%ZZV2>=T4P9fjMq8#NvA zr+DCFn)~YQ>kK_~n^_2z!&#ANlFMy5lk*;Ak=wCh%~;{~OKF^zF2(&vTHW(pVBW(@N#QT(6YV^VG=F^N-jd6}nwo zWCG*#wjGJ|qtlUtbf5{eMrkQcGQ?RhqL{^Ejy+oAmcO2rbe}$UN&R$b9>u7=1_|Ng@2xER77KS zdr|HsVSW*SE;CcFS_nj=jyV8W^!cMw4K2#@go5#kv+hP|9m`dkRphfD3dm4+`ygz z9DgYH`ZSD!IPPo%PS!(D*XltSERVv3H5f23jLxZ4&s@-smbHTV*}KQP;^1eXD z?H6{zX0X-W)V&H^Zvr>-&lB#~wBk7?tLv_g?hhFZu0x>su)hv`Te3<$j7_!IlN)~r zxnQ5fi$mz`;7OpzW#KAtT)yOBrP?lk&ou~tiTs7PNNn_`8Ow8oqDfk-oBKtLYc{3G zR%b~&3E_zvoFdX-bkjnpsqxcu|KY^N2n7y3N7u;I@&se@BI7wb36Dm)8i$)BuwBxH z&b8cqSB&%Zy>~f}-RwpuI%SnkFw@!e_mFjH%AQ^F%=X`%wv@$kUjjONq!8UZri?K? ze@h&=dM_OoZFFo2Bw9>q1#wx~TrRKZjduE=C+9b#fTx8Zij`4{DKmH+m$wZ>^0l_` z;HRgacvxR=ZN29*36N8uT{-jP-@}naL~*%$em`azwVoXTbiqBt)5ERk3Bkl#n!KgBh(2*u^KZh^unkDjt#0;57=8=t%D#o zY9}Gq|A+`D=uZxd9yIuM*jmM5zb+KqjZSwLs%MR1q7=m6LQ6DxslVU6|;DXD+>)< zF)At*ebwk=hG(0=2I(mjDwd7ovG#MLd6vSRp;2;5#iP}l!fQKOQF8!xm`}i0#4`%W zOxEZTwtHm0kt*+idLu_@xa|nqGawW?txcpD>_K!AT&YQ$w9og0?}Bgm-WXmFou3(& zk~P?q6Fw}2Y$VX)v=fL1>>)mjy*&lTb&mO*JQK7kjgX>UA0EDg+nRi!;Lkm;a_)*t zp26y-DHIM7UhkAzZX#V0w+ag-8K{&<&2L|Q!w97SKTBv_;#|DbW`qF64S z)~-00A@P-=n#ye{@iTEV-Ai2L)kF(KDy#CiA;k+(<~D6w+Qq_gSI_^!D&w z7FgJ^dEZ;aZBm{zfzwiU9DO+`>ZBSbw1?8cV^Ty%AH!sAu*~hH>IdoVGB331(PaAX zJeL+vAS4B{M5H^T*mx&LAe`lwFF`FHVMXbz+Gw)IMAB{U^PH%; z=P8a|c&YDDVW3R-fIfp1*CH37PKLDRaLf=mr)y2{OPfYg;YK~4!3sslR9y0RuTJ-c z<8yfMwW{m&FETqyjjC9%Hz$4uI+SwKvls69Avb{NZ4;LLR@n}KXj%`hGWbB05VIk({F&)gMyor^(zWAU3xDo)Y}6DPqnI zMLI6nuBS62b}q?t{$&wl)>XNsDvsl384L?}?(9THT54-*dTRP(FQM%Z)6Tq$l{Hh& zFx&#QY9NRWvC9F8Lm{L)lGK+kt5M#1)sjLV@hO!+s2zGS-EF2skYGj^e(x2beLT=lZCJshjn19n(e- zC%Zle9Zm?x|9wXUFEg$;?oZo`QKG8MyiTSG9fwceYk)EJTsE)Lxl%NNBuzHw@M+d_wWFu%h>MXhNp}Pvk(kzN znZ=7N+jehT&`q$e*VpAD^wNgt^L;a-Z}5b~i$E2p`OudE$I+Q%Sf?dRPAa9DNj>80 z(2|rCDNml}{aaKT5ry#qSyfOf#=+0yMS|BYflD2fw9ShpNyyFQ{Nrn6Q%35z^uRc= zS;{|mMMDU3rh~z~to2Xihg#GdUs@i=m0x=YgkdqJJ^(qYIF*B z@jERX<;)v~$vIAQ<&hjE^*?zTe#S0XKfz3U*^~KX1uOCm=Hu3Ksn|F_P!x#fL_w-- zH`bKaza%^~6eWlB{4cNluxqco0PHco2?03Y+JyVxZiDZ7h6kJj$c_=#!}tkxf(%{Y zd}HsV2so~>G65sj@f5OX{r!39H!XG8Lfsfy&ie5)ne_@B<}H*$_$m?u>|;8@`kKBogoHZBEUs z!Dz~RG#8mx%p2l)iY=2aEKa*$54Y8|MNB`?Cy!brU#=p=6%07ZC0oR8gcKI?0mJP0 zB_v{>|J|l$@%;A=T@B$#J$tgU=4@VWB1lIh%V7B3`RCnexb#R&lAPpA&9JQV>>y;G zX;@LyZ}Xcj-Vi@h{70l&8F8y}Fckjx7UiG$Pyf>l5^!BEn#PC!8hWr3ZEgef* z7F--TR8ktw*MYSLCY}*{BfXfWk88)O34XzB{XTuhS|@nwvbRbyg5U1+b)pbo!;KQ9 za0R98tZw;aJu75uhAYnq*j%W^wMt!>LqdIZR!?0d5UrY?>20fsc_DIZy*xwNn{=o<3nu-`R`U-61r#CGYXb%sT|2=yYj7R$5< zqKJ=p)pWsRO*#HUAXSWpUE3kXp{t>UAiIsvCmL3!8*s*A;no~l57eW&gL{Zu%v6lU zLasoS{BMd1+^UvC6t@B2-3VEd6;3js5TevPaj|XQo3)W>TL~zUeC`je&u-znWeloO zNJfc(;x4e@LfX}BWKx#Oop(7r`=~^H!fs51{Wz{LKlT}2)eof1i1873x(yTvbMYMK zjGis3(T`?{JA*7=OsB)}NZEuS{0FPRkNON}fo<035FT{@aoMR)A{WV(?KAh*WZnefhT@_51;!( zDdB)Co_k&xjO=x4kn!eZ44^{7uir^d(Fzfhh3j6E1BCR!>ImKOo)1p&(@IW7Z zC?t53woSHp1A3MGZJq-@%t95sHIM39#0V=_m%7VS>t9)>Fah#gc~mjdJjH$D&7(L1 zU%&*U6nmEaK%A0dgMQ!m&V_~KK__nWA#31r_xJyP`&gf8VzcavoBe^iFBzf9y?HHf zfPmoWZ~Gfyl(8-Igyco(ZOtcXBq&lGqM4ZCj4)=01Onx$p93%1bs*a=+}xuDiWkSX zhLvwZ@8wBTX8hx;k6b)FBC72N&&mjTN?2j61%|> zl@+YnIAhY-=%aUyt&kN-km&REDHA^r^IOwRF2WO|?Q0MFyd14T*Pd6_1~%sw;Q2W= zcsM(LynFbUD{Asp@c=hVyL5SnZLCtZzHp9NcFdh*pCtj>Wu>O z%3nzh{+UIL%0w2zJ#Fu$5kGl5&{%<%c#?vl3m9;=DW3ju>TINe^>((B1iqY99(c** zoB*fhMaPyArUBHz-(AI{Wx(Wx?%?XerK2+vE>W^^@PD)K-(*rd_{x&p-@DV5iPrg4 zH#Fi?ppDaB7BZ78xuo8StDK?s>N81w)K~t~0>U_2hjO>lNtzN->B2re}uWz22=qq^>P zHT3~qb;(uZu;kLStY(6~d@8$Weg}Pw>Dt=N^ZI)M65n5fLK7p&5y)y2Ae99^v5x@O zO1d&>VI6C&y;SCpZRfuMs>wG}IH(5$dt{;DG#xfI%p^ym2&@+lo>n~>(lD!mV#E2_f(g&z? zA55{Po&O|YAsVAM$JTD??uNBT*5A8+Pr3g`>F{l)nad-Uc`rH*Dg?CYQk#e%Z^FK) zynAitSvcUONI&Rjat2?LUGDA34F8HLCj&UFEKeYUHsIaE*KeF0%M^cv=PcVrloQ_JIO5X;ppK{%(Ojx5x%EH}1?h2T zwr+eaUKJHb-Zw>0qkT+8s)Dn9BvcoJ83LJAlp2&{2D9BOPsN~T&s}Q+2MgU;2}J6$ zSU+u{ZLRXEsd-MS0jJS3k84MCg|NLZc)#_=t&^fA50oa+*avtpmkIz74~+L6lsZI2 zizi-i4ULXAia~;t3PT2I)ERMT%O@yjJx`SCJu-XSnNSD%tz_UVjX`wsTtd0^rBxSUVD+j_)g?7)Js!&=dyd(r=dz+hK^6W4c8X~dLigB~CvYl&FeBG8!9>!#yA&=6w)}f <_jF69XecapyyG%Al z|D;2Xt8|tMXiaZdE03gMPwfonQBj&qB=lSE`iFdt{Z51;r?7ZopR<|XKvW3 zjCFKa3S{ZRc1QRVveLlV`h1RPy7yfo3!ub)?eVJ-DXnJfHQKHIsQOoyXSfI51ruRhmTWj~qAQ>BeEAmeZs=Vz)47p~f)+ zuop*;eYX;y@OIjlmEj@ZD87S;nO&5^<@O<%kz;05^Q@HXqPRc%XWzRfNDB7^FbUotUe+R!8G~M*T&NFywG}zDd>^WbLGZcM>AMN3TM7!#rLzzbLre+5> z{3`pvu93rmov%9sNT#YCjJsO6rFuO4GJ1KIX+4wnKVk{Mb4;h5uMDq`YY!cH4em@j z;Y{C~Q=bGBNLlV`QR`%Kym6_fwZ|64haL$cK(qUT+6lemLI`c z9eWwTsp)P*>Z}vK!%tRBPn%W>z4=>jHr5pY4c8?CA)cj!%#)bXRc9ZJFlCpX9dbTge zJoD#h=n=4VgBdTp(JntiD?pOv0%dWa0IZlqW({qB_)qj4t!A$$3D_;{KC5f@r_zB9 z>*YoMu;)1%aIDN>_1}hCM8_tZODp2K0ym#hr134Sk_$yO9Yj^#%yH;kXdBRwE0Sv{ zD#^0HQ_1exw`m`$CBOfy<4d7d>=uLmdC!$F1E=JxL>=3FaYPY=>f^PY{?9*Yva&@; zd(4T|Quwn-2dO?bJYU-8xJEcvfwPtGJC`8l;xh8Ng{k+NK;j_&tBouuF>Y^;(pj(=z5W$W}&9j!Eng3{pKJ&33Cb~0X zTN)V$YtDyh>#q;HGUTLkinb=o)BiGloQjeaiVZE6S>|?`G$%%J;4^UGBhyOqt^2sk ze4yi&6cFmSRyjTIz03o1K=wZ#03w9*jF{oFew@+2WSMY4yfiAq7EogRDZz%4RufbdfLhL4DAONnJOh|?T#xmjE z&XqB!NO9Vd5T}ioIX_k@t+3q?KV6Jnp6dy$(Zz#vY40|HUpD|Fnj|KM3k7)bv`^(Fe#t0hc!6 zuq*hL!w=pj{uIv7{cM}CNjS#IiodCxylKLMzkvV84_tYpD!xj-gub_R6MY~Evjt+P zd}GwSoVurg&ZDz~b4qZ9QTxESc65;;%6i(D#ubEB-}fA54S!8rx)9vL5XZJrZ#EjF zCyM0Fd=U7t_WA4`s#)unE2ljvz*~R>!2Rdu8GcJPJKrHr-q-L!~PA~Q3WrBpun6%jZjA7h0$132^)GFZqwZrA?1y1Me6|J)i zI$b|_@L+V`tPxD6vGv)P)DOCX<+?xZ>e`*fb>rN7v z6P@@IwI@SV;B%^_UI61*GGkqa>{Tv0AwGA06&~JZ<7nf&8;b#nr_phnMXt=pwVH}a zpqcEf#oz#Y9u>;;Bhv)FJJY%$oOK>LW}NEpS_-_=t_#A`;4K4w-z{ZRU%FjQi(Wl$ z+iA{d5Y<`KpIa>?R{_04N>~N{#>^l&Dq+phFFpFPVbBib*HgZNG1Qz$-jkNDYPH)$ zBcFTPyeR4qx(j|rtjrber{(`AARw_t29*eF3nLM*g8pPv`04$1nRV=n&oOGN;t zs%GFn3j|I#-T{ z>IR(u!p63&4)Q%{|3SGD6nxO606Cjbqrm3nG-{r3NUsek4OgMc_$7~KQ>$&=(8?eJ->PiPj#hb~%HfBTyw({-W9^Fw+ zL`))iq3~N4ex#EjUmM)Ukk6K_S{0S9&|E8U%DNz(hl6c^n;wYF6P1Ny5sYXaEVoab z2`Pbj#}7A2)XAr~DGQ^2P6RNwtCpocv*A;Jl!2}g#)}3-ydL7kG|My`ug`IV;pu?4 z3fyWD+mK438Y>Ya#`tYXy?PAOg%8Rfkjb&D^i3iWWoIz=;o-G5rw^1}-rPOQ8Pq`8}%O~gFswV=4+V0jUV#v^Ks*+mQ zygvQr3_?HLYv`Hs%V7FskZ-wDK*NppQ|6pSTTX7DP)@fp&h@T|@8Zxq2>tq(eF(O> zfgkp}Po{yE;7DPEmv5VrknzIO2*DrPaw)b*XJoO!KqLRJ1Uk2Rz6kc__83O;2>gm| z1q_kVQ+MGuN^xLct*1xlb zja$PCOZ)kGwB9L4YYLYjAD9PBnTnQ8jfQ%lMip9hD#0sBEOg;8QCS$>g$qL-6-f>X z!Sa7WEq2T!6@`vp$MXs@;~S0r5?PCgZ4rI7#<1yV)Fj3ay$DD7sq;m=`Hr&7WA28= zV3z^eNoeTU>p5(qo`ws(1I8n# zkz31Tnm6GjS1wy6GRTi0l+3(VIb>rr$vM2gdD2LZ6CrP{MmYirYlekpMnW{f7465g zx3&Q>vFyL7R<|4^HEYZ(-L<@!L$4j-c-eLbOT@EXMS~VQLkjG7)6VcrgLdR8;v)Ps8U2aCCj%YDr zt`!#Td*NH_ALR>%=kGx+1WB6}yH6q#x+KdwMrwO>@|CGoM-+P-H_~P%noGt3Txt0x z|5O}xw>Z5W-%N;BAC+!DOG2o@>Q+f3+JO zoE4!wg<8g~VRnkhs92qtJbuJwI0ayi~1YE5q>+>+Do z21CuS&r_tQ&^VH&nG5A%_|W4s&J4MprWN55-I_boXGR*cI6ApZ9beWKtu+GTHWFnw zq-kh)DHKZueV|EQV6E%K$Vn zrru2`*oaHT63e`1oR$|IWXsAyphfj*k%Z>orHS?T+MBw+RqpJcaE8<{*fo4;l$Q(! zbBgzl1d0NioU4j{t=R?S7drox%-A9PQ{6=MkMhvqpUW>;wa0)}`zwbI5;kNc*`DQ) zR=Kx=vyB5Gu?VVWT@TE-xOjR8i3frTtSvCnSSLW8oc(pTbdJ%=MXH>!-A0r&LQ%K-#1*hG?At>!G;Cw|wBe9D;QNRj$w%ii{CIl0ocNJ()I@T>o}az0#v}!G5@@1WFr#)m`O;l!xAM0Dr6&JLznRP z`{DQLTpz9Ztx9#Y4!FvaV;K&3xUNocbtv|4$;S=p;;zFd!Zed=XjoxdQ~XN{sZzJW zb_VEScQ(hCI*liSam<*Sh@Jp;wVNx0wyEI*l z+BhdL)A8|2O@4L?o77X-Y~P#sJEhc``96K@SOTs3ul*-@*AZf~w6Z(qqy>Rb4X=u~ z-f}L+AY#JQPK`_0F7{4vA=;MCzmYiGBwdOf?7p1Qk+euAoF428+~l&&)Pz4hw3ItY z09B+9C#hY>Gxjp2`X(T}PkW#bfbT04E$z56R1GO LAE8BgffxS$F%JjU!li(AvPmfYX&CI|RWEkBiWcUniny^5b!( z$k{aoZp=W37#8GEtL3uFX_G(N&L|P3e?<+jB7{HkuiqO5bVvt8hx{>jGcj^llfL49 zr(H^vas1(u4&BgQMUo*4M#%-tZ0=uU)SH6+7vnA0NN`37`@?=;a;Ag8KJ$_yLEWU8QL8XER^cozU6z& zul>%YS00mP_dKpD;ws{bn`CIRJ>C6IT_{CBILR&Yu;y^yicTR*iRe)6+t}}IU#0$! ztFMfT>U-O!LwZ0;YUq|2q`Q&s?(UG1ZjkQoZjc70ySt@BQW^w-=kWWl^?rEQn(uqg z-e=$Ejw?zDs|pq>y%VDzlEi(^P6cQW`h18hsS=vmM(ag>pWwDU%DMf?{T?Q&ryV*E zq_O1oyftrWY;kXAY!CKg>;_^&+Gb!XgwAVP*G(eFUq-P4#$QU-UOpnR-{HzK1A!TC zMhJew=#Y{R8r+u%qMiND;F1#G05XtqSt6LJOTs4D;bWYv5s~i~*E^>A8W2yr%xk%} z`;##`BuPg)V}x9dDk^~T-pMjoZz$3AuMRfNWC0qq^keM65yAQn{`mtc#>OK;#uJ9W zJ-9xM%qgC-B}<@it`3ef50E;VyNGs-Ip8VF#g3n>xwig37byNOwo%nBMjI_KCc0um zE7PINdiT<~=t8-ircrjKykS<;yd$DE8OL`21b&C6$nJLreD5)w`}s!S@eO*4Bm;{@ zbkrurAkripePnpI>=| zWJ~!SnIyZ2@4~s3sIb|hS*+47*lKwWK(x;)ee(9ct}y$k9m-qUp)TGSE>t(B7_HBcM?QN1>>EJLuw~C zL~;VHb0J}R6sDt3WUI6^FQg@7{x8RPNCD(?NCf%H&J-sJhjM|rYgK$?l_jGB=QS?_ zde*+bY!Rt&C5rN5KiYA;Bjg<_%884Ao;A9u&Z6+kKl_@^1qk$1K${`}!=6g);03zg zBW`&EPgu#?F62h0gh8ypgavZca<&%zJ`X=Bu95Ew=8F-DTnHm3NQ+w;go#o_xik&% z@8`}QKWoICz19~lkh934-Z(goFFDVLHysxFMh|NlV0Q1tOF2)5H23XH60f(tLb=QT z$+Ob2eF7kyxUA^I(&lq3A{7IaP=>fItZ1N<@SZ+@qYiNrH|tTA=!%7a1&5Ih?o!uk zQmxpa{`w%pGn(fSML%kO$w#fF$c87&PKI5m=@*bodt-UCrg+Zjucl|W)$8!N>pb!C zw9E3H=3Q%m;;v69>-YiIYStg%Y5GI_HG6U6kTKe}+CNUi6}Cxr{+*2clZa%HE^HA@ z4?)W)!7`xzgZU%qn!Zf+4h6hTzvusJB&(X~4u@hOn20@(lHLYW7OU5qM2Ttff#}Jc zHwcS{8Z1a{sMrX1mwQ?hF^9w}`dS?hYHV~aNhmGrAyyehs@S%QQU5JJg(*MjbT#^c z%kx<-PmiqJkRsc93fsuzfz;XDei_cUW|Fcf=eJ#&pA?SNb#LOmtRQ{U-SXABp$r9`q;ozL<_EW(hqAfLw{b(_}#VudNp{POb@UR4RF%B6; zHqAtw6W+tDM|lFQMH{;kJ#qT8R!ml~ymF2;#l+$0xX+_~hDuwuj#P@hM&Gl^?(_vv zmL>kby&lA9pms+?$0PNH`olo0Ijm04hE;M;4 zRAD?9=+9o-fRq12HduA^xdMlp%HEh*aJZ3~n&q>?duY^!QLLnD%UJ_ybw(p(OiFiR zJnW2jrd~)4V}qh{sCm2ntGyYHe;72Y8MrY)RA=SxRl|{ki{BYsb#XSipFT@u00huB zh5!~*GP7zh1`xovJtVe5>Fktn8X(YB}qt|*bsd7 z+a17&*Oqk7!c}a?(~x`sTrjD%7le;Q+1QHy#5c#^(g+VjL?1hn?0uAw(o*uN#kpxe zAGJKbD4*Fpot)>smBn9lH-Z5ov4>~e$2MQFTZ@~zKF3QqW(+A&xHK$pe+=kxU1Rig zg?Jw)xuX2IXlK}bkVM{(q9tIOXBB|72dg_r1}Ivr6ZaI8jJ*&#ZU#O$ZWLC*QX zp{ni)ot4}|LY2k?vnLGU*D*ejbjO_k47^_Ig5l{vnKTJBI2^zj8CG@^awa$x&jd`$ ztNl(FMFPJGF+J1x+F8X}9>9TH_c)GfwMa{s@RM%da4412sb?ZEWKVZf{lArJhQt~m zi@9Ii(#w44RjPOrJF31)1V#&7o{&pDVS-alyGW!NXUW_yeqqI&3v@rXbjBbMswc?Jmm>;T5dEc(BbV0jAl z`Ijw<$F~@}85Y_1`+7U+M;SucZEAy+rD2hT;Kr43ZE&{F_?Q4I7|?;rM7V&)>1V_d z32Ht8#P~2X$a+VVE#hDydMJmKMdjY7;`mzG!9r^Jh_WOaU4u+Lwdv0IaX0u>8?pH@ zti$CLdu}`h>lSgsE`fm ziqtI1i^{|i0=6}UoKpKRk*FxtN{MPd9qyS8>=Q()?;*=Eori_2 z_8;d_YSLME=YSs3@>|`-w@k(ek}B{lt+c>zwt)yhz1ONxl9GwnEKp0pX!9MH7JR(B z{OD(fB~0cNl=UdYy$NUxHKK`FilG#ja7ME-P5$0MA&^d1D!po8Euxg4YP(AR&J*WS zp~kvxY!+oI87=q~W5IDI4V}6nX@c+Il^w=(Px>QK2=TjD`n{2w5iN`65QNHx4$Yij zLn90hhL@u!LUYE$1e0D|3OlxY~B32AGD1nxCnj_dWp+Sir z^7^m>)}*3Vqn+LJ&GnaxcUDuho;9(3-o7Qo>JnjYpM6O6qE2C)RVtI+3k_yT=ta&L zso&d#xD@A;bDVIKC1Q7#xdkMK)$aBLX~cCe+qW#+E^0a~8ire`^*V+lukv26VV@;6 zvf6OPFlv|Op?lW$pbD{Nd?I1$|OZ{=^Gp#OR&i{ce>2x3=SiITMVj$LN;( zRg+FsX>t@kD|(U~Ut5fOXtkbkWdZ_|sfbTdYZ^*|cT5(#e4bGu?qnoBS$lX*FBN8= zV|a}J1nK&CpQYCMjPIw#al}2G#$A&+vwf&NgDj<;qR3H{h`LfEQikO$P!+R!2T*`< z3VvaMlhk$-mFF!uUKui9m>l+6W$3l`b&;jG9z~Hyl;+mwO)Z_uzY_&Leyb0K$Mj@6 z5mVjK7%21Alu#87;>9rNyX;$XygB~R?Hq!i_`vN6(GH9eSWdzK6)Q;GIXu--L z-7sumkwKZlr866DUZb+JN2#BLtQVzf8JnePK-fkIZ!6x~v`HXyXNxL}IE_~46}4+_ z@DLd~KbU5%%Ho!9w-l*zmZYw8m+%92hvA@`**`ms0%M8E@o-x-D>plzl>E~g(_$u? zvJ8)x>R=@WRf>%4&s5U)V$NMcaHGieq1+Sqk7 zt}bZLaW)rjl(IDumJAKK+@)Gu4s#b$c??FShOWib{}*h^5cAWC(}a6Wu5aiF#1TaRsW8Jm99O0 zTD5T~Cw2l+#wU)E8E2l7%Q{}{7%N?RswbXwOr_UoZ+KXKQp>rk{=naa$sj_dJiO!t z%0_v29RKSGVj9OXjcVo$3GwcW&SwARi2=O)WPBJL9P1o+tuVdXa8RIZp9M_c=LZ-M zK)q#m@0=iJ+|vM`Jw4GQA^jUsgQB=INKb#{j5cdO{jT`;%Tko8i-yCP!24rN>2Y(( z?5NZ=|DseV5V>UBC#K@Kocz6EVeb+?q!?&}bXdJ|iqYk&J>sR;s4`UyX;2)a}r7&i8lxhy!TOz@CS%MTx(GFg}a_jf){QPZ!_Y z-tqs@Dbxq5QZn~Hla#CxtN|EpEWTxDOEp-u>|k2qa;b!VYC^x&l-&c#9iqUO(bNwy zgscdWo-q^U>IzEE{mBvIjl$-#>=sVW!CM@)Bvxtgb7cSuGQv-#d0DwV>8v1`tzko| z-FcF#NtV98OpJFCf~N0zUD^7y-~elJ4{c64D>iaKc1Eum#Wufk#aw*W6?y``%56vSv=kz zE=yn3+F{p}a2) zcAa)owbpEU&&~Rg#~c!;h*H04^xF%Q8)z!(tMrFstoZVtHKo=p-V4uks-Gzlf7l$c z39GSFxL?Yn3+o)0d~U3Jb5%L*PZ zbe6|aQIJ#ij&n!6emS#|C;u`4&DmY~8qF=m`;l5evS5S^=Eq>;h}OYMgjlMeac?3a z-j(V?{kpaVtLMj=>CZklMlKc4>HR|^BBbHCHV|x?X*sQ{9Kj^(-ULkA%2ed_FbvY2 zCI>%6k6Q*Pcvs9+3(kahhjH0}%>Vdz%J8nlw9|epLLReC06(ODMF|Pyug7X~39T-HFO1bw1 zE6-k!KZ^5U1VtZ~H{)s)OEDf_=$O_iQj9%bOIGtMrYTmI z^bVo4qXGq%v+@jmz4eZ5iSDHf$SyG*S{$2tm0I}>*G9IYs)(WdZz6R6IFO)iJcbyE zJw57l@8EF5S_a0^P(k*@P(ULT-z{^LQ&vp0d~%T3#$xgaX;^-kp#7#rpUV>8ZRG5z zxrvC&!J@oh6d;cV!zU1!i;2hvkHkFNIwjX2KYo?tG8jvbJ_*pax|Mdk`R+%fJ+_=G;d)GU6`t*NEFfwOQj)|mUQF2DJK zA#9ri%biR_9t%+A@m)5m*Ypn$`F-@fa8JVGOkGJvCG)-3UPCMOUPoWEdFA_pRtXDp zDP750%K**qRRZ>$$hDa2|KfBSYOnSdCVNI!U0b^lS?CghIWLtGw?(5}WmmEIJWjj` z>E#tlD@dw|Y!0Ipd1mLMGF+PPLS%}Rx6>*hoibB_ggkfZ-{4WIh+`(YX!VjS=_h(sZD#>R4{&3;zxdF61U_p(8jpf{&aJqUBMc#^|OffvL_!I-EIy_maKJW3KH^{Dgt-p zxcpw}3^N{nJn1Ac<3M>*O4?k?3|D3Aw<9y7IGm^4xammpAJr%kF$%tnIT!DJJU@6E zgTM6COvM~ONb&Ggb-*ujNUncgqb?hs^|-I15Gw9q|K zr?esIFUZgf8_`D4X6Zb|-LzTRDri+I$NG;Bmkos_Um9x?v=`qKNyj$^1al}}>0#4Y zfT0_!=YuV%-tB)3{qapq8f!qS!5`vkxF$t15y6fi5JCZHiUHS z@9CMUe#$;QHqp2&2Wu3dS4yEEiG+tUxWjE{b@n12fy%k&Itnn4Zstsab+D?asVg*6 z1UraEjHAh{?mG@xl)Ex~@emrh!?4|fb#M>37i?ZJoH($a;7gH^o`_D6!xoshZi9a1n8n6rHq)FoC=!tv939u( z!u$JX8A@~;M4!skQb{1t|Q_(5;>k|3zhfv|Nl3DW068;eBt}5?3kqMnqg%{5LCkF-G>! zU-452{C6ms2`j4vl!rltWafjH&tVUPwa*CZwLcNK!oU&_&Cp&SBY6U8C=?l2spIBF zSJz9%D!VNJ`Ccl89^~|br1-*j#uNoqq^o6S4Hn|XKG=a}+3upG1{j;B&-wi$${EXX zX_i^GPbCARjFf@Y{Z@P?uY~MJ$@N^;h|&D_ybw%08C^e z_BywK@F+p%1VYCzK!965DQ=!eb%NH++-ZHTy<>|?99>hkN9l@WREMn7rYIR}mQu2a zeMo?ADu1o!5z7Th4I6+Bw)NT#?fq9Nss>$TI4TDSp*wbPEaE9(LCm88l{Cam5IhQ= z;nI1sMlyp~d3$NLL!dl*1a9Br{;9Q`9|!M(Ng58t@W(Gu`tUy~M92^o0QI;d#@0*n z2LEs!9Ex&SU@rH4eq(mw0ZM4%6JthMe*xVv^o#^@|0vtR(3+=ght)%ldh{u zkF&K+XyR(hb8Kl{2In25NqLBTx^y_U;*mI1S-B*Pk@}uA@jy^wR}mqqI+(Fv8X`Bl zNr~1bXpZA$AMsD&%!;;g0pUo1FpOr*YRFa3r+ls8!-tdQl0#Vf^%7c2nP>HiXUD=7 zm?#jgf1dm(s)zH%B$&&owfTo@kvTC|nTfN;;&+pIZx>c_8xsEVuDJK)6LKXP#r1B@ zzjbP+7)Ke~6wFy0JfM(+I~+Pg9A29YBwb#?%Am6(2g25^&pA9!NC2bUI8%-DSfa>Y znI*oRyneE#kkXu&B@R2Te@QyHdc0~5AHhF;6;*6tX@u~Rx@TICB2*~tFH{lZI_PRj~IL6a&>I~>30gm1K~X1>#S93hcj8>>Kc z5)iy;C#WK@|9uRM#>|0iE$hE*4G&f1FD<)2;F&>g&kPtdp>I4HkFv2eJO~~kb|8Ix z^3W*ktU4j3llXMZb`O3Ua7Z0$DdX~rgsqc~%Ocp|j-Zt*Fv7YX_CO~)XjdjRQyphR zVHzy+3z1EyuDH`PHd4R(aZD>OKj+M~@Vm?~Nj&$X1!IiD<*mV!>-y_pi+_#i<{zPr zd@CIx3SFJ=tEjhL#xp4qwq`SBTB2!xoJc0zqBZS@pRVM)rK3Ry2rtON4@3bulRrTr~S zy)B{C5lsK2zNnCtHb%s}UaAEPEJl}20UxXD;I){M|57lI9$Lyd%c9_#%hsZejIbtC#Ktw$vr$a*lm)OQmm_$f1K-(|g}Z;_e>RnG1u=}; zpwg5VN@10EC5>eXAL~w{_T#Xk0-Y^Im*Ph+x=Xfv2Erhj?n=?`NxJE$H=b8IvmG9zAp$XHTb?XP_vq3$bZ4as2}~IASWf zFt3DXMj#!EbD|)GId1UN>!<9sVqbo?(4=9^I|wyJNd0PbGIM?Y&AQWOBwl%R_Y0_q zk=~UDm2H-Tf1rl$iJ_oKyY$g&FQHyQkxk@1UHwZ#c+!Z}a)Ia)6J`biU@T@&)k^)n zKjgdEGP6gU`tyvTsSI*01y!>;bV8Sy%$D?5!&Pdw#Zoku9qtKElffyX7UJBu3!VVZ z)!0Yh*J$<*c3l(LIy2jAg zz4O-uv7b~j++QW256%=ZV#ws)P1%o}O8I#FwDIc|!!K=Nlv<+wT}-nGSYsI}#v?Vh z;G(~nrlVc@Og|J%ga^VgVU&%DNH=>N{!MQ7UQN_Of%7)MEtcyr4_xAlWU(PTjZ#4Z z-YI(GA9dMkgJI%?v$i;zRmehj8Nu%o_O?}g`a2g#hAE4{W!CIADDw!})VR&}yR zNcr;EVfF+V+7fEVB*<;>qn7Du9jE%L>FT$kLNlsbo5yWMdrB=K>QU^lCxAlGBOzbm!dHHCag; z#M74B2cm^1^(M~+S)lB#aav>Lc|%wsTSF^~Rw0rXWvrX{T&nKC&i?*m`qJp;b9QgK z%;4pW(JPg)H+3 znqno4O`o-oUAh~a6?g?m_Vm>?>=11*%4J=1t;>;;_;TYIyzGkwOxh}(zF(WUQc5El z$+U?oNU!o9E1qW}$gSn;G?Kw6N8vx}|2yUC<76s}qeL^VfLlWP^MI?#AzA9j3Z0^( z;Sj%YsEq~`vFp3deQyHRzSN5PaDP-aVe_aBy*vZDk;D0i$C2MrdHnlVS2n~0{u`D6z0a`Bj=@t?}@w6p?g5q%ss!z8kiAR1Ui|^>Cz=(uM3qu zQdm6y+r5ZxQH?&V34$?PnT2a z!XuqO#Bv%Z{Kkj~{1HUBC}dCO9^cIJ3PGL%*G~-IqlR#4!5{kqVJ|Y|$i@Tvtqih2 z!19x!#`kwe8eZo6iy8fL@lnJ}#JFTl_g}0%_tpC)Id|%WdkY`AC21db8J~Fwg*Fu@ zLg2iM-u`dBJtI#9Ri~o65d(84qF5y))i;O*+-SV0e3K|Q;KE{D-|u(T@`|qR;0x~v zUH@l0P|~FlE{Q0-D=P7aE2BB@q_sMGkA`fOwgF3bLX7wh4}iw257yo)D%YGpWw+M1 zMKC57Qp(kPb{M=P4ms~sw}v@!=l#j}-S|H4P@LOnYQEWTJ79lb*hZy!^jgE!oOfoD zA=suXw3x_d$XO_dQ73zD@-v|P3X=^glKudEb5}b-wb9+=wo3qkuBk0pG z%etqr>mTc%02-!Qp7%F>D49=TUk9V6K<|~}mf28?pqU*mPX+%$XS~RG$9M=HxAp|f zJ-ZtqZAKk6g)ROKz0Pw52%ah;r-;%42?h4|J2!TozY%mOv757tJePsT2#hT<8z*! z_+EU*DJJHMiJ{!T%sgS%>TH|ieo#p~#g8#dK1`|Ico&4?U_Q#dG~qq7X54av6zi?3 zGtKPP>^Z4*H^dZ{1M>qOoVk(V)CI?{=wxoy&jJ*B0+MBe&eF8}D+YcUAr(evC)a{9h55~|m(C<#|j-n7Q3#mKn zVzSC8pf;hNAM<^G5r&jG7Y8?;ZnW!5gO!OvXe}HbD`7IN=+W%`Zx^fXTgCuZTRg*BWcDQ_h7i<^IeIWm^!DJAH#c z*(RvQ%I6!KQ^?j0g-voz%tM2RbtGWsqnDzer-tHXd47?|s%uHoL&iv!9q@$FtGNi5 z^|1aWN(H9ulzL{P?59?!Y8{qvT20EuT|htz+y(;DBHzSAy1(bmbv*_jmcJ3=ajoNJ zpCF=vcQ|f+99o$|oTV?M+}`fpBT`z9;IB|+-ZjAl(#$iOd-)0lmHU@|jpi z(P{}k6J>y9sqD4slU+p61Fv1P&aH)Uf05E)1EWaB7laI#VQxU2&+Eb9W$Be6tMf9H z^2H7hAb1nk%05<%pi9YyTVl2ekCVhpOC`M1oJDX95t3*X$(sKnxx+Qd3PwYgLPf+- z*a=20?Gd(_m@Bf2w2G-Fl`OqF(WVMXZgTggls8kLJ1GeiAVH5#&UDO-t&HFOUXwY_ zXw*DkWa}9OO(t46Zu5>ur^N0+v&JPwpUUE|QZKR;?9~F*BA}hy&>2jTr$b`o`4wi9 z32IYj`JK94q67oYM{FoKLgCG3=|Q}5PtA?Qb_w8Z>U7eXn0qLG8=!{z=(3KADq8vv zu;LzKU{a}MfGU-AR9=&99Jp5*F8cG=n{&ICJ&kjq;wg;*3*F`r8`Dd>uxYp7G3tP) z=rj|c-Guv_=aTyfz_QNe0RrQ=C~v>iU2eOjJi8ANIiWSU#vYRy1jq&jSJ)P@2$IMw zCEt7F(T5LRx4c|Fw`zv?oX+%2=w;ivtpbclqo?qo;)=aA1AC=qkvqE7-Owx}DpCGcNolzX9}W`EmL zl1+C#@d$SZY?c2`8D%rG(ZyzjTH!_&lbVFh58?e8w2O%0^wk${5)suW_ICgMPR-KE zJ+|xTY;>Ds0hu)b)gnGr1*Bf=AxLA-2Bqi(QoOdEuae9BzIfSq!rhB!%VqCPaEFeGu(`$(LZN}=Ih)yM6R%oj@j-S6l{uqan|I-! zu!fA<6iMmZc)#v*{^y7#JMd@J;aV#0FQ4f zG3d7VX`W|z34$#?|F|tZi8ZJgPN(&EkhoVZmozxF?@j z^L0`|kheN1Ix_-0U2syezwuQNS3m^ow(w81)f}JM;ukIxQ7ym4jMB2T_a{sXWWzm9 zncLj?MhMPuZoD^uI&@8KoJpvI4pDaQNtEn!&kp|&44z15#_~nJco(l1Mc{p!xyYKD zA~~4h-?exLrha;2Bie#VImGCm03q*48okEjZIWM3wC+o3^n95!9y;mbNF&G+M^ny^+s!lsHjq8W_1)G@y(1&YF)=aI zkdgrFX*i4_RE#_)^vVS+k-4q&=ck9Y*Ofo-oMyX|97#sFADZ9OTt_U5g^ycm(-E1% zj2#|^Zxe5+u8CnbsZH*j^jkYKys%2x;z(pE4hLFh6;(Sdg|Vqu>FPB;V{A8Pkm}fe z+WYc4q%A;Q;sZxCExW><_!JeuDH)AZY3x9$9V{Cx7A!`>&s}HZ4=5w z0GC6z4*i^DB64;F%zsx%eoul=UJu8dT_FdPZ4gXp+CTxW#!3n=`aJT`c>b^Utd2tC zA_d=MsUy74pyY1W3NNFm!xu-uU$))YQ7J+Gt7J5|E zISE3PomgSmh{iyW9lTIz&xXOTKJa&J+j&+z(y69cJJRO!p0$ZEUp~~;mp*%3NCWZQ zd$+l3=*?8x1^Kd6dKdt2@5jEP+IvCQk~HA9Woi+*MF9>e5-^BjzkeWwHOhV@SLjuk zKdg|!QqHPoFtXc=Ff0Kew>QJA-~njS%}N3X$bR~+$L774-$XhQS)B_PkKhoe-(L;K z`)wOQZb1WT6K5wWTxblp({7ACA%iahDW2c0?R^7rVI0k@1#DyrGLbNM0h-V*K`>H! zDb3%P&|m&U(2~#_oFF1#Y`=h$@=0a8My#bVKYL=gO+_=4A+J#AzeG^Ljv^P39h>t|u~Zz|`&gb&yo6bzW4S=?uZ&e+>0he8fK=h@)zn9zN? znQ`P{DF5Wr@n)ez2B=iKj+alItO*K= z7I5(qR-Lf1=$eOyiCW)BUA#bGy{m`^HR$8FUGV(4 zTeZlxaeQPB+^4s_>BPYll@t57MXdYs&|$fQ02k_B)PrwUl=#k^LV^46MEMZ6A32$2 z6OVCeB=Hm%(F$R7oHZyOfMzA^R!gzrvgdGb9^l09_$N^s8l67T3nUH3kD^MFR3DV_ zw!32t-IMlaXCZrjBOu~i1_ra`=4w=dQj@4)1^$mHp5!#H6zMwfA`-Iv?TdxCAgy)p zY$B-sB0xr6NeIc9Ef^jn8)=_hkpc1fh&!xHyM((v1i>nnwyb#{JE1hz<)~CH554W0 znC%Ez<2{oyHCaGBO^8Ayy~)qC&srO`Su>QiECc|x1~_;b)y2|BTM@jZ_V@VP9&ruzU;`0g-T}b?CU0=Q&>>U zqhG_^ZwZXCO*TG@IZNZ}a;I5<6{^JOEf&Pkg5u~G#ENlxxG4a60HO>x=uM`XoNN=P zLn6&=C}y%mL=H4At~%@jNy>tl^liu|SMy8HV^5`VH|LzJ6S8gcN8jjuwmf9GFt|N9 z3@4n!w0_f6=)(_Ocu*fzQ?t?>tEfC?Q(QAspRspLcnLr=&yV%U=z6sRmZa}fOMbqO)5!l6pPMG;ObT;6#{sx!=b{CuIDTtQLtirTDoTqe926k%3E zCrUIp#w(N<%76`Rx>-6?0(_@&|BEH?Qi6x*$jf{K0|vf$9(N=#l3WfkRT<3tP@Z40 z0=|-Xw!aLd+Fe6C$JSpj_F%DBi%p~*xn zQyqV?rrhge@8Ix}Thw7(=pjNnznwBocEj08T@9~*ow{Rm`cLDFK0!fYNZ*}skw1_G zYyKM}!jFM2ifa52XN;hA-aw{QN+n(g8VjPl;o;^WP51fTJg~4Thy*CflgroHlJs%ae^F*tjU^6 zG28fqf+PI3ijs2kgSM4e=}W#H)ns=Hdvf`y0JI2LQNRK=3Q;e2yqUo#=42IIvwmB$ z-q~66z`P0DbL!-N-2SNf^WtkH}pkKA#@-ZCgEk`OW9=<*U{sK3Xpp2zj30x z!DOA2&|KU@GeJx79VTM9fy#arHZZ1?GVZDt0O$Pt=x(A8Dib88+$?FQapslmf@@Hc zRAHyp!Y1Z_bmKrHpo|k(DMLf7FA1- zFURSbn4sBhE-bT^O8X_k6T@vk%i2;G@b8qfSC?p~h?4Q&f9+bn8@9D)Ji)#H%a_MD z6D&kf!_fncIcU%Lbc_-`u8O`Ele8|f#8Kd%P5*C2Rh{B!v({pP6f?IOq%ivElYn;OJ1OuVE zoaYwTCZiG=lu=pGy?=IK(%xoeLiK$7i&DBOOnjviGb;k_np zE0?|8f9LPwXot8&9MJwAlhBHwHfDPR7VQ6ntEgecC(ZR-?QDF~nsyY5hDt#xm9jpI zwugH`h8Q#Ej&D(4T+@IZO}`6w;UzO>H`K(fOLWM-SCZ?Ny$6hVnK4gHf=q$53sq7f zCtGcLl44!Lhn+&GDd+SoS4LqQwd~89o7I8zv zOwnBTfp6p!&K(r;9mi$Uk~LHTHPQGxU=B9rl~294MlOsY&6AXiAW%@ah#XKl<$bBQ zz(P~SoW&v3(ohzg9259+&zBf(>XsWK$k^~tbKFUhDY1}|HH)^dBPx$IJAD2|V{|To z-dR(SA`?=3Cy3`2whuTVG<~@2RdG-XOZDf6aq4Stt6wviJvnwX469*SQkZa9XdC#e zpPKPo>bWLXE-WC^0T(DY>d$}U-a1N(W)>#{bN5p#*va}ajOq5V80viXl4 z0CV6pQ2Z&8_{?bl9LE&wTgK=T3G3{R+AW1{89NP}#o3XM*pi_X1@cVdKHu$(<0R=n zuQ}r~hNU<1S+3185gCOr0vMe{Gb_*Y0%0Bach2Dh;11jinY^s7crLjX z@vT$rlEXsWr{>eX;c!fp?C4ZBE_N=BlPoB8xr~Vv7r69yczbQxh`fkbop4-`?REt+ z$?E>r>}{fv)AnzCSmoQb<78EJlHce#w_(qmJMMU*j$G%?2y^!Y1Z~#Eu5<3WNN=@l zhMYoi^lgd-w5{09$IIUSoq?t)!WL{DPv6yxjpLZgDH~>@rK75GxR`Pn=sL(*o+6P{ zGq0qlKuKwqg-Utu_7IDv4}UT5+mmVhpi6PU4(cRGi-_vR9~(xzBxE*CKG7?Qr`!Vq zwhI0h4uz($)&GZRquf*C#80YDe~uOl`q;w7<}~|BiCI;3_2>7#3N|fY+~tl})AYqZ zB?I2M_6=MuUDG%EUNLIRANqe*Nt&4vGW`3t4W<|1om<^WM-YO2A6W zpB@#;QLh(-mF4agIU(@QWon{RzWtL` zsm)rkz-{19Hf!0be~h>`s8rX8P^J9aTe@oAmX=qP_v zgOX!iK`vKTlB$rYyMUrNq1y*hC#c}dQGwuhXrrFH!;@oCu)rE6?d6MBkEdQ|P40Uv zd+X1ie6a421N2^ZP6R&7+L-hoVLqg2^HMM@rNG{^6OpTu!gD6`nhc`8No0F(_n?B` z|6*Ql%HokI@^mtA^d-kWAxbP94q^)HG3dJz;Sek{LXl?p% zDU~bJ;3-uoiLAkNl|koIi07gvyQ z_V)oib>nHQyB1+@XQ)iZ-n|z9wBhdcMO~cn2<#!7M>l>tnr;4uIN}`AAoiRh8P+hD z#budhecr;@y*-|z3MFh>p@eD@a)oAxSiW)>4}?C%5oT*Q@*r@ow{f$|F0=5rl4@6^6 zwSXI@mo^c%FoaRWTTxaeR0Jk`D=X|;KWqFamo@Llr(?5un2{>}%rPZX<4%N&4--4mTbvaeA+O{TAm?hBRTkkG>JdYmu|Q@ zFO;Nk7N``98f587&vo2`k|L=S^CA28@?=3R2@y}d&t|Sa^fiLA{hmv5X#)IQo&^PR zG!Ep3awJ1bmevolfGs*Tc`K__S;XIYBi>&yK@Mw843Rm>>T@Be0oS`6YGl$ngDgrE zO6iZnE6oh(hcf2WpR;wU;uz_ESq@0af2pV4#T|w6=L)OTOk^`H$yvxi8aT-;_sxi4 zF?GfK2sd8tCN;Xoj-9{&7rFI~xgtsSY6>5>;_Ii#bojr#pGJ{v@O~}xe(K%9ma9!R zTXh#4GyC>+aXX(NyhYsS==$6pi6fqVLXTZGWQOTR z$9cnXAUy|+&==8|FlH#>RIfy~-%|NwK>{72k}yplAELKb&^wH~i0{!iVD@o2K{PI9 zoqrz=iEkMP6#~ie;Eb^ACz+1o@W_dU0%aGmhK@_0rn)_d2MMVU?CykVZ(*0B8t){3dOi0T2%de|#qMR!h zC|ylsl&BjV{?$BRUsPgf4wm7D<_2T%D|e~DP#x}N4GbN_vm_eY?U<<6hupk`<)C#7 zj8si>98&|b`OY6}W`K3fy)Xa!Hp$>nMY1*bW?0JJ zFFXmupF%<8}O25kERi*EwvBI3Ik_-8SH$tAsdEWPG49M_O+3 zH$U(u!-lX1meK~u2G~1M|F?Znv3raspiVNV2@p-KADXBpS*3I|_aFGNaYp&MDmZ`3 zO(J(}rSG>HiX#RTQcq%$QdcKfR{B4kbI5d7lZbly(8Kw=+xR|olQn1P4<&Iem>%#L zVaFxV(tX#Z)uv$saj?ScQ%KL90S`C+;QU{Uq%m#uX6N_e zpR?8qE`Z3I-Rm(E9vIj6k7q{KY~oM&G@0-S$^t}mBE@L&?9_~V%{%(0|J42T4&6Q` zV6lZh+!_JfyAvY+<0+zp=V-NZI;>}Og{~!fc`lX1Hd|>2n-b8SPiKp z91){?ae64N=oYn|5q2pzG+7{L670+KQk-(fa9!C(={Y+s>ob-7PX#{C=o?-W#hfJ` z0WKnq&JrYU_=|Ym2k)d{ffM$@DEdMnOvs-ukdGYQkj9=pCzNMmOV8bD&k@vi^a+jalCQuQ4rs}sy;TP;?+}BjVhlX7*NO6{tQS?nY$GfCy)Ki{ciU5} z=4rWURQr+SeSU;yGejbK>ghryCa$=P#`^k1w06Q7W03oszzjX;ZkCFcP4RtM&?n}O zy%oUE{&mi8oh3k5at36*0Lh-_ZCj_P`VY&Xafi5`MmZhR#nwbo9p$%@%tkU!qN$eF zam0s7$rMyTY9BeVX#eo*UKn>?Lw8z1;bAtU{Ry2Q?0Y1r`w62g;z-ix;+@k)&QaCFi8*xl{$x%#U??-mAe@^h8^+x)cC*`_pOm{ktrcghT)!*o`1jKz_?Cd%G~+r_CoA(|9g#p7y_RpUuMTd zBJ)G&O&Gw(?)0|SFq@6dVvh^T>qSTnI*bcP55tTMeQ|*;g3&iz4B5%qF=mUX$BRZl zagyQy?jWl5XRqU5)E{dwbOo0r&*lv5o9IG(HTqHf2`USAwW{QQt!4k^)D#kBpW+d9 z0zDMq%HscbWtm!cAZ18Nr`X9d2w)W`T@=6j_rbgvj`6T=^Ejkst8`y`DUZ>9ae&I` z%BVFb)owBCezyxz7L5!ij`w1N5|sgnf5#c&+5}-1D4ZY$iEi-c)hHpXVLPtm@u%fN zp^6Z4n%wC2vYC6UFCv1!zX)QN0uSwt{8peDSR;YCe+cbz7bgw8mh%o=W_I~sJbpCn z_z_up^7-@=9{vuxC}CVff52!u3YO8JtBbyo?R%HCpuP4F(kb?-WgE&VdfMMAvYOJ{ zEE~{8DqZ?!Vxf_fkY`&J+Q%W5z+(!={_iQR^^Hy{AmwCHZz)>*+WUVaK8=SMGYz6J z6zD&T#AdvmC)*0FuwVuZ(Ok&jwc4Hxp=8CwdBJif*;+Q#Pl5MHa{d@3j=|$m z0FsUjIfSLnLi~3PaR;0=q{TL_sLI9h(WX1Y$qZVL0=1{K)e_NLfx7=9q=1Sp zHWl#TD|MwkGhNO2vdvx!Tmk}vD?gvOd>(k3SHPuFjcYN`bS@GxSXrhe1l%;bw1PwB z|5w?U|3me@|06OcVGzbUvW2ll_MNc~BZDD@WGy2!wwml3#UMkIy|HB9WnUszcN)!^_pcL}K-2ci&QX-$ZJ*LymRjws&N6`c`&;Syh4-6g!C7XzSH>jx62XP)P!m z0?5I{by{IzA3d9mP>*3j?JoiKh2%Dy?9eS<>>&lPXAqQ5O|&?c^u#KJq^K5$sGee~ z%-!_tt+$QQeMnaKHcO3lgpG7VL&Yu%3D~$Yqwwff`XFuy z;$8^}AC=*zD!l=y%M56ZuohH2?N2ONAckhd9IXk(T z{5#otx%GUOf_)mH{dg|ql_|lm$Q_~LVFXE1SaPEDe zPN1s%+r@_u3ShL<&OWAX2Gw)7uNTgl%xP$AF#$-y#GZV5gt`$$rNWM_c;)3~vfu5&QpGKq)yt*d*2%&YY z!Cx2-QWui6Tz+?_yR`&O+aM3*x;ueIW_W9N_f`^*@CRzCI5S9LOT6mnn ztNVxA3r}J;RNc4iK*GyuPiTg0sVYX3gz<7ljI$~?g44Q*zEyT}m3w1=xB2M1dN{v~ zxdbd^u-cw$=%&?Rsa(kplj$B#{bwkqrU5|#jHiU}diBz_gxQjC84{F5IK7L7! zV5hv3lf%}-QM9wit9-}1ta~~K47y(3k$5oBVp5(-5Eh&P&bx}u#DmC`Gc~cu>A(~0 zW@mhcozb9xb(7Hpf6s5UI6a%_z&XBy7CD~+OgpXl$=n~*I$s#r3)9reTYb1@1QPC4 zB1!m<*6X$kpQ|(dxX7$7VwLaH(<6-w?fj;3JAiREA|a&n;EWt`j5nUmOO~VL!-ArE zS;KqP1|WP?#}r~X8+R4R=7XkGu7!PWR4zPH?u>e3x9B`;sHdK4?BV;55nMw{R`FF= z8*KSRZ4y)mBN@O}dm#kuw^C{IDK65YXmCbTU($9sRJ8C9t zz@ke+i6Ex%ZatK@u0_qFw0-x{U0`o7p&$X3J_&I@juKGH1A(S*w?-@sJz-|{+0>Dh zxp9|EuVp>6+l}-u&g-%Z<7a~bGUaCEU)wd%F}JNWMISj_TB1(kwN^;U)@Nxv&3k<8 zWbHnq`TXl$C_?czcp=CF;ojH_O&jNS82w@XnlwkT36^5mSas_2>$bhx5W4+y&!umI zm#(q?Rde369M!sPauL}ze3tcY`jua zFJkX+6<4Q13i)`)ic~fyo~6wS`y~-oO(Mn0g9f2shi|?~yJ2$kJJy6q*!d>PW=@Yz z48dMW&Hq986-XF{{3ZRXMCv2IbDY zQRT;!!u#mT@HeIE#Y}|1e-cafjq+*A5-~el9Lyxnj z@0K#2gVva*mHhZJejwuGoxZdR0mUrhG|tln5+^rb#9zkp_N@O2u(M-dgu&hdY-EQ= z6a9O}ZB)<*_(-PLU_WDCvwqAC5wQ1W7zhv7w-xeh3J*B4jxsi!8J=O;56IXg&0N1R z*81il(spKkKb(odYWk>VX8m~?!*p74M%b#2Wx2ed&yPvAVZTt$;^RGyj?XvRJ>Vc* zIf~rR{O;cmBZsJpUfJ+HFmw%_GM8*@Rgs= z(Y3EItxNTx83I1(Ve8M;;vVkN0*4<}tPXd$stM!U6-W~BdD07K%nR0jh4FVEe*G?w zhzb2I&3eGdG?407sy%o=DzEcx)fX4l-)>=~GUeY1CW=ay|63g{w{T_35>S(sO8~E< zP)GEaQ&X{VU_-6$z&LbFM`GQ!XBK;#*o6nsuR6juLrpES5&#{TR^o`0MF+~x_zLbw z0-e{Hi*vn85&NP#$F!W9mLo>qsl|M8Rw>DwwbUDo7`{WJLtnGFM5W{sTW^Oh!Uz)! z3xY`!EKugx+qh^|(kNhCaCu4auYdIM`bdS|tf;X#d^p#eV~xd%KZd{opBI(1#J9_N znwATvf@WEnMknYG829%Twe}CcV7Hr`Uy-#basn>bxp}~wV`%~3p9HW5)j)ANntsNx zonv!*v!@gfFcSFtBngJn!N8>qrFOZ#UTPuUOyKQWHYG2$U(vJ-HC(G4CBco?zl9P+ z;ehua(E)92ddpXVtu9N+O|jZMdnYF>&N<@GmFAOyZQ=(V;{gZrH5OD*jU;+H&(4A3 zLFqlf$aq?4GRo-}!p)5Yr0VTwM#dvqqFJq?&~$~FDCM!Lj7x_qZQbAP+M5L#k{JhB zU>;@=;pGM5>lvpcfa0cQbYS^*#_+#_SN{EV-v8RBOV4}4T&kU`mx9mM3~Z^p;XCm8 zqh`oHH`OF3zld#P88j9AS09i08vSQ}~Q%_Q38Rt{5wk6p=67SMTeZZ2!vi9Rn zJMue@AA7JHlR*bDr6Q<}$YFtne>SrryGi@s4|JD)kKK{X(rngyI-kHWYQNgk7`~P) zVH*+X^Q$+3y2eAJ#g3z_;+sTGS;l=Lhk0I4&s*;uPUH0BN|5|MGyZ`UF$@EHuo?vi4g4lK* z(-f6G-#hTm5_`DJg@&N7jHHr?t!%N4^u3JcW!lw+xsSd*p70s-Y0?|fgN=5WY=r2Q z%l>FX=%q#8yUMLEn#|pyvUxGH168tH#aU6JJ!`^b4d{~yS#d`rcO_XH%!zzPB`YKon~?S zeA+$c=}5Bwr0^PRL4torUHCO{yha>dslmK&<#Z7UB^@~V>U%JUtSLe$i`6~ey!_!D zsaXqGH*)uO=`AJSM%NTEGR5X4xoJr!IfX}DIJjffDJBMhB+U9takCH#m`a#N z!Lj*&_ZhDI+td8L#w+O|pRA$YwehlTikzKq){T;SmSjoyE0`XZp?8_yS_KycAEKN4 zGwPzpEEHt5Ek=jzskf-4N7YUUw09uH60Jo!B7V%hcWZPq2>puZ>qT}b z=T_o4XhkS8sHL}_Hi3yT3YN+Z!kEz6%O<-kf-2?Mcl?00_}bBM^Qct%AU>f65f)ouiGr?#{RtJOIrx;@VPIdrRmbX-CZGAW|j&Bdx{T6~Wmj4XJiAh>G7&=U> z=)Y>Fo@;;A8~K(^tn*3i-Yqi*i&`Yo@ngspuh%P%6L)@aK(Fs{$5nkD=26HQ00sKJkfZS`-;Y16$H}>r8 zbkZ_Lmn3H^%oNzUz3_y!l!{B`qX@>t3Aw5cSu3Rm#J6ieh`y~1V8urI$=M~6I5{rU z#wptVdf*=~TsaGI2i;UxD4595$cg1w499c$$LDE5{3G#o^<>wryoniR!=W?0*~@jS zJ?DD+YEW8)Nv$rPpSHETOqF5zWjF7Q}xg8n6GUw$|9ant8LG^xc+ zZpF=+=RMC%O683UGJh>ymT zO%9WrnKoVw5@tRH>WrvZ@!Y84ONw^Gdh%P(>FEF@wpe^`a&SV-D!?nV$1C^(Fy2%9 z4+$Ihe)gUnATMI~W@>&lmzc5;c!ZI%~gcGVclP)odxR<7vO&6>HVBPWHyIh z(VO~hx<%kDH=tW2PdolT;~4YDR|sHChK`c$ z8#gYa@V;-uJPAoWxBV<4E{~@YT*|*fpqGUA)1TT!q}QAWiJu;QPgc`HPRq^2!aK8N z@IB$PSEx5niwK@*5KS}eXYQHG8W6Pv*ODzd(zhGj?|7i3Eq+eis=1oY0r&k6IHHI6 z2-`@K%3L;GPnlGa##VR7qz4Qo{op6q_i8E-)W}*(X;LBnrt94Xp2u0CyN=Qti*Adf z9?qa&7J2EO)3_o(+ptBQnQuVYe}uewbkzY6KA>jnis&rx2u({hOdH@4iasX}wWK`zU2z*%^COYi?(x11^fNEq-Q{~rY>?337lJH|=s R59xpdVRX%~3Vu8K{{Tidn^XV* literal 0 HcmV?d00001 diff --git a/literature.bib b/literature.bib new file mode 100644 index 0000000..21dc4ef --- /dev/null +++ b/literature.bib @@ -0,0 +1,14 @@ +@misc{source_synchrony, + author = {MED-EL}, + title = {MED-EL Synchrony Cochlear Implant with a Sonnet 3 Audio Processor}, + howpublished = {\url{ https://www.medel.com/de/hearing-solutions/cochlear-implants}}, + year = {2025}, + note = {Accessed on 26.06.2025} +} +@misc{source_anr, + author = {Ghalib R. Ibrahim}, + title = {Adaptive filtering based system for extracting gearbox condition feature from the measured vibrations}, + howpublished = {\url{https://www.researchgate.net/publication/257093929_Adaptive_filtering_based_system_for_extracting_gearbox_condition_feature_from_the_measured_vibrations}}, + year = {2025}, + note = {Accessed on 10.07.2025} +} \ No newline at end of file diff --git a/main.tex b/main.tex new file mode 100644 index 0000000..14988d3 --- /dev/null +++ b/main.tex @@ -0,0 +1,176 @@ +%!TEX encoding = UTF-8 Unicode +\documentclass[12pt]{article} % 12pt-article hier, aber Abschlussarbeit dann 12pt-book +\usepackage[utf8]{inputenc} %empfohlene Zeichenkodierung UTF-8 +\usepackage[T1]{fontenc} %empfohlene Fontkodierung +\usepackage{lmodern} %besserer Font +\usepackage{microtype} %bessere Zeichenabstände +\usepackage[english]{babel} %englisch +\usepackage{graphicx} +\usepackage[sorting=none]{biblatex} +\usepackage{csquotes} +\usepackage{wrapfig} +\usepackage{siunitx} +\usepackage[nohyperlinks]{acronym} +\usepackage{amsmath,amsthm,amssymb} % richtige Mathematik +\usepackage[a4paper,margin=2.5cm]{geometry} %Seitenmaße + +\addbibresource{literature.bib} +\renewcommand{\thefootnote}{\arabic{footnote}} +\parskip.5\baselineskip + +\begin{document} + +%% Titelabschnitt +\begin{center} + \parskip\baselineskip + + Exposé of Master´s Thesis + + ~ + + {\LARGE\bfseries + Implementation of Adaptive Noise Reduction in Cochlear Implant Systems + + \large + Name: Patrick Hangl + + Matriculation Number: q4179749 + + %E-Mail: patha99@yahoo.de + + Course of study: M.Sc. Praktische Informatik + + Timeframe: September 2025 - September 2026 + + Supervisor: Prof. Dr. Zhong Li, Dr.-Ing. Christoph Hornsteiner +} +\end{center} + +%% Text +\section{Problem Statement} + +\subsection{Motivation} + +A Cochlear Implant (CI) System is a specialized form of hearing aid, used to restore partly or complete deafness. In contrary to standard hearing aids, CI's do not just amplify the audio signal received by the ear, but stimulate the auditory nerve itself directly through electric pulses.\\ \\ +Usually, a CI System consists out of an external processor (''audio processor'') receiving the ambient audio signal, processing it, and then transmitting it inductively via a transmission coil through the skin to the cochlear implant itself, implanted on the patient's skull (see figure \ref{fig:fig_snychrony}). The CI stimulates the auditory nerves inside the cochlear through charge pulses, thus enabling the patient to hear the received audio signal as sound.\\ +\begin{figure} + \centering + \includegraphics[width=0.5\linewidth]{Bilder/fig_synchrony.png} + \caption{Sketch of a MED-EL Synchrony Cochlear Implant with a Sonnet 3 Audio Processor \cite{source_synchrony}} + \label{fig:fig_snychrony} +\end{figure} +\\As for any head worn hearing aid, the audio processor of a CI system does not only pick up the desired ambient audio signal, but also any sort of interference noises from different sources. This circumstance leads to a decrease in the quality of the final audio signal. Reducing this interference noise through Adaptive Noise Reduction (ANR), implemented on a low-power Digital Signal Processor (DSP), which can be powered within the electrical limitations of a CI system, is the topic of this master's thesis. +\subsection{Task Definition} +\begin{itemize} + \item The thesis introduces hearing aids and cochlear implants, outlines the general problem of noise interference and defines the goal of ANR implementation on dedicated low-power hardware. + \item It presents the theoretical foundations including signal processing, adaptive filtering, and system modeling supported by high-level Python simulations. + \item The thesis covers hardware setup, efficient firmware implementation and evaluation of different approaches through low-level simulations. + \item Finally, the most promising approach is implemented on a low-power DSP, showcasing the performance with real-world audio examples. +\end{itemize} + +\subsection{Expected Results} +\begin{itemize} + \item The first objective of this thesis is to provide a general overview on adaptive filtering algorithms, which is further illustrated through high-level simulations conducted in Python. + \item The second objective of this thesis is the presentation of a functional code implementation within the dedicated development environment of the target hardware. Various approaches to the ANR algorithm are low-level simulated on the dedicated hardware and compared to evaluate their performance. + \item The third objective of this thesis is the successful implementation of the most promising algorithm approach on a low-power DSP, which is part of an integrated System on Chip (SoC), being evaluated by using real-world audio examples. +\end{itemize} + +\section{Company background and current standard} +MED-EL is a global leader in innovative hearing solutions for people with hearing loss. The company specializes in the research, development, manufacturing, and distribution of implantable and non-implantable hearing solutions and employs over 2,500 people worldwide. The company’s headquarters, including research, development, and production, is located in Innsbruck, Austria.\\ \\ +MED-EL offers different hearing solutions, including the following systems: +\begin{itemize} + \item Cochlear Implants designed for individuals with severe to profound sensorineural hearing loss. + \item Middle Ear Implants for conductive or mixed hearing loss + \item Bone Conduction Implants for conductive or mixed hearing loss and single-sided deafness +\end{itemize} +Every of the above examples in general work the same - the ambient audio signal is recorded by a microphone inside the external audio processor, processed and then send via the transmission coil to the CI implanted on the patient's skull. Beside the desired ambient signal, interference noises of all sorts mix with the primary signal and lead to a disturbance in the overall quality of the audio signal received by the patient.\\ \\ +As the CI system is powered by a small battery located in the audio processor, energy efficiency is crucial for a possible solution of the described problem of noise interference. Any approach to a reduction of interference noise must be highly optimized with regard to computing power and implemented on dedicated low-power hardware, being able to be powered within the limitations of a CI system. +\section{Solution Concept} +This thesis will focus on the two following approaches, aiming for a satisfying solution through the combination of both: +\begin{itemize} + \item Algorithm optimization: The main solution concept of this thesis is the optimization of the adaptive filter of the ANR algorithm in combination with the used low-power hardware. Its goal is, to deliver the best possible result in interference noise reduction while still being able to be powered by the limited resources of a CI system.\\ + Different variants, like the fully adaptive filter, the hybrid static/adaptive filter and different optimization approaches of the latter one are low-level simulated on the dedicated DSP. Especially, the different optimization strategies of the hybrid static/adaptive filter algorithm shall be evaluated and compared in regard of their required computing power, and therefore, their required power consumption.\\ Depending on the kind of interference noise, the frequency and the intensity, a promising optimization approach is the reduction of adaptation steps per sample while still maintaining an adequate quality of the filtered audio signal. + \begin{figure} + \centering + \includegraphics[width=0.8\linewidth]{Bilder/fig_anr.png} + \caption{Schematic of an ANR system \cite{source_anr}} + \label{fig:fig_anr} + \end{figure} + \item Efficient firmware implementation: Due to the fact, that the CI system is powered by a battery with a relatively small capacity, the firmware is required to work with the least power possible. Therefore, optimization in regard to a minimization of needed processor clocks is aimed for.\\ +\end{itemize} + +\section{Preliminary structure} + +\begin{itemize} +\item Chapter 1: Introduction + \begin{itemize} + \item Overview of hearing aids and their role in auditory assistance + \item Introduction to Cochlear Implant (CI) Systems and Audio Processors + \item Problem description: Interference signals mixed with the ambient audio signals in Audio Processors + \item Formulation of the objective of the thesis: Implementation of Adaptive Noise Reduction (ANR) on a dedicated low-power Digital Signal Processor (DSP) + \end{itemize} +\item Chapter 2: Theoretical Background + \begin{itemize} + \item Fundamentals of signal theory and transfer functions, including a simple illustrative example + \item Introduction to ANR + \item Explanation of Finite Impulse Response (FIR) and Infinite Impulse Response (IIR) filters + \item Introduction to the Least Mean Square (LMS) method for adaptive filtering + \item Problem analysis: Signal flow diagram showing the origin of the useful signal, noise signal, and their coupling + \item Derivation of the system’s transfer function based on the problem setup + \item Example applications and high-level simulations using Python + \end{itemize} +\item Chapter 3: Hardware and low-level simulation of different algorithm approaches + \begin{itemize} + \item Hardware description + \begin{itemize} + \item Necessity of usage of low-power components in CI Systems + \item Architecture of the DSP and ARM Core System on Chip (SoC) + \item Justification for using a DSP instead of the ARM Core SoC + \end{itemize} + \item System setup + \begin{itemize} + \item Overview of the test board, debugging tools, and development environment + \item Efficient implementation of the FIR filter on the DSP + \end{itemize} + \item Low-level simulations of different algorithm approaches + \begin{itemize} + \item Fully adaptive filter + \item Hybrid static/adaptive filter + \item Optimization of the hybrid static/adaptive filter + \begin{itemize} + \item Variation of filter length (number of coefficients): accuracy vs. computational cost + \item Adaptation timing strategies: fixed interval vs. dynamic adaptation based on error metrics + \end{itemize} + \end{itemize} + \end{itemize} +\item Chapter 5: Comparison of different approaches and implementation on hardware + \begin{itemize} + \item Comparison of optimized vs. non-optimized approaches + \item Computing power and approximate power consumption analysis of the DSP + \item Implementation of the most promising approach on a low-power DSP + \item Real-world testing using an evaluation board and audio measurement systems + \end{itemize} +\item Chapter 6: Conclusion + + +\end{itemize} + + +\section{Preliminary timeframe} + +\begin{itemize} +\item September 2025: Begin of the Thesis +\item October 2025: Hardware Setup and Introduction +\item November 2026: Theory and high-level simulations +\item February 2026: Low-level simulations on hardware and comparison +\item May 2026: Implementation on a DSP +\item June 2026: Conclusion +\item July 2026: 1st version of the thesis +\item August 2026: 2nd version of the thesis +\item September 2026: Presentation of the thesis +\end{itemize} + +\printbibliography +\listoffigures + +\end{document} \ No newline at end of file