From 774f1e17c8ce4d519877f744d951c2cf112df951 Mon Sep 17 00:00:00 2001 From: Andrew Lorimer Date: Fri, 23 Aug 2019 11:55:14 +1000 Subject: [PATCH] [spec] normal distribution graph --- spec/statistics.pdf | Bin 130455 -> 168326 bytes spec/statistics.tex | 47 +++++++++++++++++++++++++++++++++----------- 2 files changed, 35 insertions(+), 12 deletions(-) diff --git a/spec/statistics.pdf b/spec/statistics.pdf index 357175e6f2a4ad7d5284ae43a3240909156285c0..56f9c8326ad3338832ae49568898f1c343618558 100644 GIT binary patch delta 67710 zcmbRKo4su@*90XNBSTa3>5M6i8ufQ0qx+?|i`HFVKVzR~M*FkBLJAId50ptSSvxnD z#rLjF&(fQ*jJtAF*1r96{kwAe9PO>z(w>vQxf(y3(Ej|_++vTYJ7QZZOc(px{4cSs z{x)f4ljNb9la7A%J-AiP=k*~D$Cl)yUsqLF@3#tF{`KRQI5~0qnEJnOmL3rDY`Jnr zzh2X_)I}*h9HuVXuA)o;Fc^=e`u*WzcV|CTA<_;a_4z3TVfjgoioo1Ayv z8lC7=QNRB}Qk?9ytGj*g-ku`3Jmkidq-aN-$!GK8-#z5PB}2GbHh5tUozb-4A*zFnm3wl?=(ABA6@tHU){nGr8^f=*SOE%^fWQO zp&;<@cuDrL&HyXl9jhP7O|3ui^Y0=S_SLg_GBrCkX5KwJWrOma4PXBL*zm>Zj%kR0 z`PG-)`xljR=Hw{(lDR(=rpIvp;7jFP!`4 zV#36>H)k)pc;7o)|4?gjs+UOiRv%**mBMXPkEU6Kx^S94*s^^3zqqAMcjlPS64?`Z zKz){s_NEOjpH_U&fBcVWlO^+N7fs1I^F8jmNu?!9KWfqRa+e78WS_EWj(L{Sj@ENi zpX_hDc;i6Em2K~KpAtx9V%k3O^HP2mY1gz60nbv#bT=NCHC441hjr@(yjK=-@a6DV zYz+BgFd4HymCa_%wZD*!(GqK9TwhyV(Ax&vB_{`~Lapfd{91qNhyq zxFHhZGh^qOe|-T8$MY}#3;O!FBidKRS%GtjctggFTgybXpPBRTPMz$(?8{oEHMbvR zuKusLe7(T*LZ_+B`FFo}-cR>v*c zk85q-%2?XODQ}$jSfI_w=ieVGX^u>esgIsdH%wURD4^ZHX-+^I`-RWH40uy~Hrq{5 zjo75?Y;$;mqQ{;CukM{W@2<2ywT;85Na4PR_a<#^8-+Q6TP0RheS1{(?eUq#61owM z^-e5VT1y@tu?*DNzInU-g{0Q}cyW=?MY?t^GjBI-miRRLQPwxLYtxy}PvGHcoW{21 z^@>I<=H3<4d-NL8u6+vQPRcrP>A+-}PxD$dCo2_2ytX}C6S|ZioOM}xXscHJ*Vct)&Qrf_7Yb1{c36DrM~cCf z7Yfc6FND^mcX(D=O;<>8Yn=01xaFt3hk(z*{~sP|3B;*gW2|4h`mVU-gNYYB+&>(( z>{;rf{Z*xD<#GWZo2H*ae5=oibItT>`g|BKbC zk8IgA&(9Q;KYee`Y0-jXbF!r34!i9VxuwiB!Li6=wfobnTe9WN-m2fvum5oW`%S&N zJ9+#uEQPCgN=&m&e{}7T$eF+24}bfev-(``kNsSC1lN^s(R-}1xL!p?Ieqy)b0-cF zv7irZif>#Q9tH@$i072AlEDL;4diLk!;{^?yY=RGcaKFK{tBY^-D(Aa%o~|uleM|ny&C1^G1v4t778Sks z2@UF=b^GUV*gBA^S_5U|`zE0f!=bqSWtIca(1=rqCn!9F}?d$$P_V%x4S_^OG z)P2fxSk`K^eZ}pS&aPcfl5-Cz?`^MI^fkjXQ1*v)_>`zAm)BV5bFusGyZmUcA9rj0 z=5uA`XL`@Exu@DE2nQ|r;x70~ZZg}asMm6@muM{Fa5yV7X+>X6>YBi!mv1>PFnGEq z*ZnUDmoH+!dS}tcoY?Z|&OKspuYK&fRqbD}`0=m%rS~`fnm_4y(gpYQ;wk&SK7aN8 z(9N>i47Fub|FZTTelz>?_sbhOOYAM>=gX{JP`Rc4J;R&QUrlwxkjl-6FZ1M- z9ypTzeY<&mOju9C&5Qm^<+4PZH|NaW-xFCc))ca>lle~YcX8_@3k@bnILs@uySa4f z-4mN;cqVsD`&*wWZO_qasmHcj*Wu{O4R(1KrL%5+P`UkZ%j0GCGbCP{aTdAS{n@=- zF#Om4h`HB(>~}nM@4t!Y>UUi?eGRLHzjjs3c{M@shYNm4%Cc^irdBc=;qb>&R;RtX8SgKoR3^H^XY;& zOrOfrm)d1l^L(3o>;AX)we|Mv{%z0@%|F%oW7Y({J(5_y2v{d8_Oj!`^>-hc+FY&$P4iZ|sk`F4<=e zrA}{Czu0xhO=6S&b&a}^_d#3F->PT0WZXG}D>W}gt+=EpH8B^&%umYVGBQ^%PyjJ( zY`FA&QuESFG89ZqO$;GzmA5gT#mdL0?)w~m<<5x>fv0K!)e;f47`& z{y*JOuk5t!v1{S}>D=#^*#3R>uWI+NDT(`PZ>)PCc6)Pu%)f`-_h&}vt`5!U{kA|; zx3hJLz@sm(%j)E}qlBo36w5nycfacEnx|_otk({!dqC2fq)@JYq99ymn5skf7sg zmgg<^qJxer&S(~l6=@!jSVOZ|GI+*FlM#qBs`%5_LCz+%wZa2AO^?rp`#uX!Rg`mnGpTrvCZR+cG z{5-!})#PeTh0=yqM#! z%iXuzjlb~D-=VaMMSek|grrjU+e>G4Up2P#M=ME$Gw+xG|G_?{_Urm}GhUpj{r+Kw zeNLG9?oQU8D;rOkZJ6-m^u+n~*{0LeHGa!~iV8n{_UiGoMb}jiA6LzYc^h_HPcleN zCcf+|pU;!bt-pC$QgwLJicOPsjaZJ|N-kTjxbt4rzTNS9em@+bTj5jLen!-a3lw|EqS} z=dsq&&w9zspu3EBcYHQXRxq`=b^qdpa|u$BVVdd7?{d9j6qV*a81=sI>O3ySz+1^j z_ni27wde5~l=Vmfz<=?OV=3lIF z!CGxUGy6#TuM^T(q!e`Ef!M`u38*{yrj?xQ9wom<*CQRL+eZp~rX@=@M#%+^wSffu@H{6}<_|m$_v$ImF zP9x#=x-Ev{J1yplEKJ@I)8)0zt)oLyI41tkiJPJ~GFYVBni7ov?2xG2n|W@wOMt6y z6yIN-O$qCd^u+~jl$cn5_3+Ue49gdD?F+_C08-{KH4NCs-v~e>fN+h^>-V-8u)1B zsolMv&Gux5o!RP{tv#V#MQaY_=DzhlDL`Ho83@0=Pf2I&C}NVzaPX>9JqU@l+kdaE+r}&K3V>8u1y1t`^wj z_|c%`lyV<;2;(hn^XheK4VTRpF5aPDF->>Ie4h2jvhS>IkQIP;tl8Iuo+uyBU@tUH+vq96}%oH81*{lYHv@q z(@GaFrm!DjuNJG%wc+S`b>iiL2JSEHd)43V3Uvy2AeZ}kuXRO%qG^!rfwc}l7d+b7 zT;F|RncvbyIVwGJfvz)VSsy*99w~XM&gsme^(yf<9hTpAU3$k-y5VmHzro?+=JQ(` zI_{gEezc`ExjiB_eFIZyL*G^5bz2Yizv>jcE$kzF`@O|0$ytx3Bo}qk0 z_=@R8cikta11>-cHifz8+v4IrE9! zbIu-X<@lqMuPyi^*=Ka7WB%U-Hcc~&E(=yok=C+&5nd!LuwY)QI&<%jo5fo=FPI!J z+2SX0>%Q_z_j!rwM*B++rE)(jwhN6d$!Pt$%jDwU@|P+Pdv)9AEpEL1?1_HnaSPAc zbMoy=lz#mCyG6hL-8sRz&(_K>;p{g_zOCWnk-OCJ#H;YLo#{*goJTz0?l9G!8_21a z_0IaUS$9dxgcoxz6|Q)4uxbj+q_Eo;me`5Ct2*r`fM{`kgM!Jgz2x_%j>dZgpYH_M^>$ceL}?_8S&4n^{aZs~6kTx6bi?&yvL) z0(-W1s;8J{s!X!JqNOX4dAI7^#I>Ke3~m)^J1k*7BM_0EJgGfE|q%Q`$tcU`@gA;;k?ckc5)=Yk6bcHVi7 zVjEk2|2)Ar?Yd-(32)@nvJF@3BQ7R$t~gy_%{h5Z=3d34>q=*BZ(4I)h^gez#0AV} zlVe|qeKC6aS&t{p@|UImy=3VXY4c_t64>#%HOt4XtfnuVJm3Nmn9S@A=+ zw9i3sPphLt{Grco!5nM+KMGsvy^QtQ)ol_x$zQaxt?u2tN_OdO5hpCBtg#WBaBG=0 z|D~I63fl`hgl{t zPY*fCpki}1x@x0CVPB9;cai#C_j&iYh2)m{UzM)0Inu(m|Co*Cr+0m3nS33EKbBOS zIJzkKQ~eu{=8PJrN{y3jR;*K;FO<*f)4vuaS$vlF{>GP+c_xJ|PR#$nBNg}Lt_g?d zC4F8Qwc`?TFN^kkI2glrwW%!Ep}nQ@#FO4H31>bUNlo?YdXVup(~Re&ny2II0&S5@ zAw5}U=6;jD-~03y7J6OyW7u*-VN%~h>n}QXmJDZ@=XKZfi`6ZiyS81xX6ls7I}1dm zPvq?9in(Ll7QW@cNx`j)=1#~}bnq_y_UGfRqy^34NgMVwEUlU0ac1KOp;K25wH{wQ zWpN;%SHTyXw_jZ1Km3}otzY}n$;=sUw>*P=OL_gY(CLxxDcnjRY= z#{&yu3#YzzYgwt$BXdXk80*`rZ#|(B6Yd;xpD@9B$AkwOZe~@rK7k!9eym^oO5Zdd zJlHg+#JMMkgH=%}>uVv8S8J(j$C|!!u0yFt?-nm|QuyFuS;jH9>$_LI>5*Xfh}M9< zAE%e@a^RU_5<^S8PC z+LW5ZJNLwAU2g3>P^{YPux97-iJzwVKU;8MUi-FPZ>Al{5Z6d6VtT^xMsTa|iAbYx z2`;@yHje_&Ew#CClyh$4r=nf0p4#$La+udN4HA35GE>E7Jg#DCCb>l-iY4euv!E@+-}b-wp>`M?`fxePzExA)lz zpSKcfYII+`XL9V)lZ2CtJVUsv^Vu4Rez3H-jF< z`8!vp#5}P5*1F79!u*TD*Ukd=kc4C9ZNLBa8eX_pKhts9R`t@d**dN3uk1Fi?{O->>lZ@YQ?=6sdajby-v|`x~afzU<1?J^5s_e=e{=a|cbHD2R z_Isb#ey@3Ld%x;@JrWzt{A2!oo|&l(NA4@rv&*0T6%^U}<=x@C>I=9o6uhll|98!T zv|s+0tS9_7{fgq?{^hqnWhHIi=l%ZU$HMa6RX5hX^xUe`o4^z@P(+pMW3VX_pa;w)31Eij!SqG|FJLc zY#) zRc+>RFKt70UF;UspLlfozdYl-oX@|y-_G;cS#|G;Wv<}oFLHeI&#e9uaLDubtp8gb z`n$w=Pd)xpx%lE?H}A@4bK?X)3!dWWaMVFv#p_lBsEW^M=8%tgNwK@St83L#A>01XYJt(FGi3EW4C0 zdo<476XS5rY{K=@e_uHkY)@b);NbXR_+OH5LIK0B2Awl9j9O^|(hCm1?h;G;#^Aew zm4oBsuk|8d4w(sbOjeMd-QLc=dS_Kl-a^-~%pA22rEU@&P|=OA9bK=ncYB*s-~ zdC%Z0V%(&SQ^S>ygX{~}>nx4af)d%HL7)wfOc?*lTu*zMKC7d1fX^?jFHXTdyFv7X97l!v>N8v)TMU@b z$msr8sGoIncT@c1vviepx&XqTKmMmeyN-P zJU&;QG3uKZl)%ouK>3L1&;Gxj%`pvP>z}_n`mMb9t;|8WKD+-;VG8cvtL;y1C@D_5 zT*hL#n^APh|7Uw zt2|qNaqs_jpY;i+K|=jhdG?0C{pa`3?}-yl<1E|q{TKh=^J1G%YG|A|nPKoZ_S62k zlO`qjH}G@w>o>GcZkMe;aPZ)1-UrpSAAY~L$x2(W|NF=O2v&D(1BVCe-|m}tdH=RI z|F*Ne_%A2GcA)-w5bJ&|agGK5`!Dd`th}Kcx8LI5{HOoYPyC;M>i>yP^`gK2zw@|u z_TE2#`@ium|NHNsVN7}d)%b-U`@uokQbN{fi`M-Bb&tldapZYZ)*Sy^@v%7ny_^0g2@q+vZ+8>w7=r+!)UnOzi z*ei~!1Z>2K-V=iL4vF0CRB}2}F`UBT1e%Bwk{)F#;=*kJwhcS~Fz?fQ@{9jRl+Y9T4_no?|93cdJ>*{fq5oEe+~(rb zuU9`mKeM7f_xSz~^QX%Qyx`p85I2K4nxpl`wYDwy!@LEmH{|qppSh6pdYR#dA38f~ zig&xad!(&6^=HGYBHf8Lcba$Z(R8j?-RJS|N%4)Ket~PVR^0pc;CF`5dc&=E+x`>_ z)h8@^5U^<7e38x;SMQqR-%s8QS3kkGjdfS>M78TTd*x$w<)7DITkL;s^Sb>dnO`2? z+4jp%biL52lmV7g(Q@rSCg<8t~ z#To0I_bE>@Kp=vD=&Zxg}k50Z{e(0RV?8N4_tUKC!9(ejp=4{w~)N;jg?hmwIouosmkLR?hTnN3fvu z8~vT_LTMkjE1o*^Z_ATik_(^8ol0Z6b|b6f?m4s9uNoyE@B9(F?cLO1o`vde>rBr{ zP4S-`+PpBNzwp3gy-UlU>|SpE%ZoAV)AEmco94IXr-*#cmN#nYxV|hR^e?|RQ)$|& zxq?$gXZkFw7syS2Wj;ai{QJ98#Xgg-ruFN%c3<> zNq^&s>xSxTUXj!Os&+FJO)+|-c*J6>Y~K0iOPxyE-D)d$m!7W|T;=KZ@eY6Rfs;21 zTzLK`pP6FO6(69#&h*8dxZQ7bor*i0{w*|cllO3a`G1;q}y~d?vXy2kIb);w3(ct9~*Ne8;MkOjpyi--) z@Lu`jUp3>)GYpO`I$sf@wxRy$BB_N1AATIY>2~#*#iLDrZ>4`4Ep7c9Evcw^G2_y5 zpYz)&*!ZeNr^=O@& zH>vacik>aUrP9=|J%7j5{qf!PkMBbkX^P0C`F_9QTW0IHcx#fR;2LDa5Zf@TD!Jqe;CU9Mv_S41mg3QuM-`{n} zl?pe^3CR4 z8b1GKR(ryvw=Xuf3nwMLy<{+V)dj_6*N^?4wD)^`VvF=<)3#5J|JdIb`mFPI6M8lO zqkw#YPR1^SKQ9Y4#U_g0eI9$!@XsYS);Z5@%G9pcm=#yrCx!Rz?o&@%*|J3W?xj_m zzgX4YSlYed@04{;(Wk@vuQp9(x)@*EU|gce`{Ai)m}b_qg=>BvxDnWT(X(nxg+h$1 z={y}-;n3rEmetoJrkIiQtnUtV@`R_fu{jXNfPnFQ-4iHS;p7+5^ zOHWeq!D^1m&P!@_%_g(fCQoHrD!wjG!tm9mlEv?JbF1Sj-cOzTqFzp8_1^S{9Ku}U z$2VKOy0GWyTKAqGuaB>s)uPBy{HxQiJ9}Dr_@~F)T3DkTq-V+86f3l_ly0__xv(WxA&6I9>j>PyZ7Pp z+$~+})_pwr{K>YNPT!9zY+=9fwcgYyVW-0OJQKg;SDv2WJs)~d&%q?GW!;BwR@Tno_CKOu_xqaD$_jh zH|u+bzs zq;F7re5TaRPazIFp5&hU+Ey!^`lPEhz&B~H{KxYJMc;}rJ`*WisqVKa<-*2l-?jhr6wh=n+!f?{4Sx^*qW zpC#>DlAQf2wWim1?pQS0KhU zm2@lQRz+aWt(QF+e4(FOH5c5;y2&#$Q#J14x(5FC<~*mQ7utcPy0KeD^IZLU-lbnM z46RAOmvSUp>z>p;{i_c8lRtAE$#}GF$?=%b-n%N9-xeO(zTfx{OTED+=~YjzJNoT! zwX>XRAt*R=N9j(c7devbF~)h;6>%4t^G|u6bLC;*7an}a_W3t2v$WZt+5NWpyj*y8 z>FOyV^{e|=9rzcyrIFXEtSi#HJ4K?zQq%G5*ZWZqcbsr|IkW$)gMb*)-^>~)cp{x{pTTe7b|$bXt$ze7csbz#flcJpftjK}6Gmd=b^b@`{tqui@zH>x9- zg|bcBlqkD@#?;I@i;T%B+ulFC;?2Z-TXN;IJ0^lx9lsv=9=brE0$j{ z(au#=diVUqi(5HLr4_fQb+`PUu= zLrW&CN~_q;I3#ZRgSu&*h9#1ho;tjpH`9wjUDWT9LuKwcR~-Y7zB((@Hv;in_-^&j z3J@t~IALL}uhJUxsaX2FZ|(g9FXl`-m#Jb{T`%&$`L0gJyIEgWO6dLSiCyL&n4fg& z(WZ?30;el3J>&WN&^Ym%*h#0?=lv@MLM&1>GhSz=IJy_RF8NUX^qSrC8{0jb^>%Nw zIabTGVd*L6*Ip3L2<~dK;*&wn>bw>fyyT)fHd=t~X zVmp>B44CIq|M9K#;^X@9_a zYI6MFW-;Z8zw-OCdkYRSB`#Bbboj*?F%wIpbLtI=4RhrpMa=6>!jlD5AO3S(5x&=5 zrZ~uXgZ-o{nTbvR+m1OjWm+45oUEH_aQRTc&PlN*v#j_XU7nS)-}@(W2GO^-P`ZGz+Whr)gVU!VPzZqxI)$n-)e zb#L~sL*?&$mfnB3ddkvmx9TSypV{R({YPR_VX()$JxYY)2|G5qqXGxf@&Wq^^srEg;W}UIy%s2hH+K$<>YclhebA8Ob+;fYw{$QTg zVlS^*a?WqK{!B=z+GZ%l#C!Ou=>@i98mX80>s}{@wg1$s_MNliXa4Hsn^SIP`Mhp8phG+IUaD_X>Zi*~G6(apECu z>0t)4PC86)1!Gj)g1%j=Hwl)Xwp*s4=1zUVqAp9dSDIhAYbAD`u(!F~q#ItBzo@5E zCvA$`rNsRcTl0lP?W2vGKR#qT79 z@7(ddv!u0ZUr)p&b?J#A+FF8Er3Kh8wln*s zu-Mk4-qGoXeUisN?Q^2Xou55@v~5q;!;bA+eah{mo+|fQ*$drzZ_jK-K9gz3bp4^{@wWQy@@j_C%e`zZcGf4JYcGr3 zG*jODx3odXUB!rE@u!7vZP%W-=(N#tCENE42`ZEII6}8L3zc735X`!8F~{6*d;$Cg z@2mdUgcyC;aAQHu1TOVc%=HgxE_toe3E%&JJ61d5lw<+q6I5T^DcZfd;UM?3zm^*_z*%Ts5(VQSZJt!q;*U$OcA zCtXeUT58a`IYGQNXS^aUB{tto>Uf;{SeR$0^~r~K_6NMbINfr^g6acnQ#EycSt_`m zREb4qncM$Wo@K!h|4s1hIr|(*@o&ZU4|zXNI;UcIW759gyE59?Ul=W7p6%_f>8pQEx)J-By`X+#t=+E|ua2+y ze&u)Y%hkDozgk--2R77O?Jt=ABQ2&}D*Und?Pa>$nbYeX7O!9&HiLLUIOCsx!9(%Un8OyEBtJdr=U1#a- zpS0{tRFvCA0oxTP417%XbP9fTzbi54`t=%y?-tizgm=W4&7S4HdVcxU57#y<+5cU= z;*jwN<#RG$71b`CS^6#K_)2Nc{|w)IqkP?dosX;)D?In-TFdGi;bD5d3-@0!T&?13 zW0QNaw%B36?ws}R783RDCuVJRx6|Bzzv-B2zq}oXXw)K!>Z{DFkCo4!;A83}w))_e zoP~Si+*U2!%I7=(ti!z@8jDkMcDe-Lcdh)lM)KsUEAg|OU!Q(1^UP5DyUUl)pKHy& z&hk4lB`fau`Sj}c%(!$v=hlA4?3ICQPX{E=b!VOO@KIU}Pwk1F8W&d8RM&Uals+l2 zzh?QvYuocFul7o&ws3^M-`6jgG_xr)=43&e>5+`g51e~;aUSyiS`r*uBDU)960c+L zP8@gJw8r|o*P4u(?L778=Ekhyl-~4JmR0ZS>!*)HJ3gv4sP|Q0f9f-@p7ojCIm7UZ>&vKCtP-DI8}UtAckpS16N{r>GwFaND___{OCim{GOG4o&b z-46+?m-NZh9+1lDK9JzO&?DR_VozoM=gl6b@3%&Xp4(?C5+-6g>stBFNzQNfD3pbU zr_QTi&AQ^_--^^v+}r(i3@_{{zNYr>yTOT5)(@O!u6ov3Q_tE~rOKtZcXMHX{tb@^kn>nE{K}h@K)}sxI+({E%`dp&SWksfQ9W&^A@AdW>*MAqaDzGC9~KMukTT0DnLH^_QzdQp9;G`wERMM)}Z)rTvWr57{>GPHkk zU38=*RzLady2T>eQ8^rZ#+j2!*|s0N%pCN6&Y7;ThZ_BDF})eVtEZXu7`@f2`<`)4 zdwzxNU!%%xdu2T@&&U_CyU8-Af7=+;gwyu@^PKj-ta|5vp5~Y!xG}0AE&;rj}$-H#Wm%QPamVf^w?u-G@4lVpLtxl z#&XeQeXhhUD$L)Gs=k{#!RW}EqQ>28I%hoEu5d)Pe$J+n4|^SdD2Ogtnag7=C&^v5>&Tk=jfGss{FrTnnbOX87v?5ksTB8K7Q`4iC;6JqRx?Kv!>kjj{C`6#4=8<)&Hr|7 zcV55eIdewC^QTk}9`$h3tINE4rc%@RnAN%yjG5O~I3E3Y+FNUpb?w#?-RQqh7j3GP z3_DO?_hir0V<(&3S}#nxlWu5ed^Ap0x94lR{^Pw%yQZtX*5~_|ExBy#uQ`F$uO~m; zH!)wWcAJWbZqQZJJnn$Gvbrzp6LnInmd-biZC-lZXRDX!(xive^q(BwV|r$qK6|>y zRk`f>`_8B*o|AW}`7U!}ico%apI1nsl(<<(Z`ynT?fN<w5!d|>90-$leqI3?Yw;ZdlvE81xpW$}5fh)B+% zE0v3-)PJsvzAar_5qa;=6`yrpQF41HHnLGoTi?1xbw9hX zmnmc}N6R_ScERTYOdei#G7n{czr6hXuYy9@;fJr9#I| zr@UBxrtbw$T=<;-wj3V&V=N+-AKi<(IC0Vx9<9K8wI5_27no{ls@E?vfAVMF%KcXt zp10cEqoZE7d6T0|2}8|n(a`tTZk*WP-*#~8vniiW^sBx-GsohBWA*N)!~;v4s&>BP zy3al{`S47Qw|Uo`L~q&pRb(8QAauyvXwtNGg~{=ajz5~Lq8I$jPB1QA%Z8h;*!VKq4 z&RQg%#mshHJ=FW5&Z-%!PHwGzYcy5<%b&>^DKDQH&3)DW>Bj93GX$>5Y2UlM-MzSS zZ~d(ui}&yF>U24?PhvaUk7OaQTq)bw98va3#eTv8R!UCZqWQC0@=s}f^0)nJ*UMM@ zE2gZ@bi;uok2v}cNxN)nx+dM1(dc#TT>ST!YiObc@JOdR~7%ET(;O{pMLu7H6DQ;XAUtQ$tW{dz@Tw>E6ZvXS_%X-)uJdYW12r zM&Id&1>bLyJmDK;HDg(cW^7(e+5g<_A=@-KvkrUTiEf+mMcG2%G`#x!rcaE45B4tU zj@Z1+jOTw5ceHd!++TO)|GZxo*{osGWWBo8cKMdAJ(-tRyiMk6s~4~Pd;HR}a#rD`UH#@*!?3*5b|SAB1jhX2LViJZ=1 zSyL5r=Vq@yc;8X*k)ZF|b^G}1w+dP92rW6Oc>H*nf3c_CLHCOlB{g?K=dJk=C&SUj zC)_&uso1*hU)26CekgL)FWP4FjTIl$5*JDO-#OiPaar1==&hHmw=E3%*C6)&LF1bB z8khVhxi9LN`bIHF*y+Wp1+%(hQm3R%=l>x8dxJImVwJzi_XL)|muCDTUMKTx#$1K^ z<$L%!J7WGhimra$aYbN%6C>A7t%Z@#@7Mc6!Ep*w^nDOH`R-Nb&QaKcla zbNgjumUPtWzZ5la@|u&VX;PMargQeW?XjmBPs!arZtlBEO!ZlqXp%;x=bxAh;qIaB zn*U4JSNtw^mAv)!fXdbWndzzLD(=|i6OdUs+y%{J$B!#cts;8n zS|#6>3g54JF8AtW{;iFX8KNuK|D7bb{gi86>^feb7ts#ghNoma)l)lbKJADuS?zbl zk@LoSZCjnvm6_@>QTmmivK~1v(R^Ry;?jxKsufBCwrNgv%ZPP6~yY`kTtabQnkP)@xP6#<<>b>G_ZkAh}QQzH% zH+dAUe_Zq}@KXPa<#yqEn;u+=`RYHvbMnjbN5*H;KMJL`hV6=#PxZ4tk#WS`>F-lP z@oC2Q6@O|x-5?`1-B9L6e#;*@@3;)B&K}i_UoRIhr78YAwC_o*U+ca9t9MJVH;1iR zUTdMw`)p=?w1ZcF)6T@$vboHvmu2fzA~{yd+`k(XcR-KfY0vMw)3!W5f9*Mw*`v?7a$~Ps!!voQ&x|WmcWiNzEP62Y+H{XTC7=2r^Gx}RKB23mEsrIu zKB<~AZBjD#*SHDm4sP3^m*Tg+_v6E7Mei5A62GxSCn5P{#*w#cybgx2eCk#>_?)%= zK(OJH^*z?d4K;0pw|NL`K2-4O&xRArQ%m_DUwYwHHDPi3S+hG+>ipcorek?SJW?pV9KP5CPnqP8ypWebl}rpbM`Kos(EOBmDM4AmF6j$#eMY`>;k4ouHuoKQ_>?a)pBj0 zX4a)W*#(?W>Qo|=bmw;Ki_8){{X_Pg?ZzkdC0n-5Y-JM6eH*bcJz|^9?cV}VrK-C7 z^rx`&@dtZxR~Ow+6c?>e*HzMN{A*nu@FTHk+ry8qyP1Qpt>5g_{#s%BpX#S`)9m^) zCT(`GzO;40%ZJmR_-#5Xa4q}!rnTJ1V}5*-5s1D*oA`QGdSO+nBb#FgS}z^ne`a)iCJ= zAMEQBgbOAzZN8>;&ukL+fe(vx!p1h zZW1_m=KXp5dJVORt!ni*EdHN$`fIe~2k+Ffs9?VzJMX+y{aGLF_|Z#f(kkn3X~!8Z zc15eNo$efISgW?URHwi&@Tl6n-aq13)K4j~?J$y;d3t+N=2ADl0No0yX@6I7CuM!$ zXs(j0yw{%M+*olq&$Ok{v3c{o@2Om`3TB-NV|GlQBl%7E($Bd2Gd-P>RHl2*ndf

{po$!A1(MM5%DdU#x ztU2H9w;f;!-*x1&w1?r`Hc_vX1ptTeO9WTFTuZE z{mAFnQJ0!0X)4Vs6?h->^WK6p(%Dzs)su^W{{H$VTh^yT?{3Pe7rlZA!=XKibKVhES+rAyp@-{76bX#w#e8#KR zKf5=m_TRa>ifg;gzK_v%>;IlIaW$X0cu8$N6!k?xVK~6?1nl-7~?a;^N!snv*rv z8?QWam*ws;lviI|H(BZ61?ME&9Wfhi7y1c!8mP zt(3&Pk00v8ZWnspJI~n4b?1gbq^HDf)or24=HFlQuM*z1d`H9-fz8ftHJZY8c9Pyb zC27%pv$)<}ja%hW+;iu-QfTXUxobLVyE4Unj3$=&$S;ijAs+OTb^gPQCG)CJbZUxa zC-9a(y~ug}qWoubRk5iovg@|YoFg!O{?fW~qYnYkuGIf5tG~-Sed_)_VvR}qeOGq; z(R27eYr*-5wRfG(RvWGnT@_$6C3W#C)_Yc|={Y_tR5lbP`k9@|`SI!@ccbB5C#Tc4 z^H-fH{qpfhM#`j(S&f1+d;O(k@;;_ATXYw0tg>_atgzYBSDCL|^G&V7k%PZaFZ2AD z_AOZQ@%Fc~rcMqnVB9WPpOd@t9P`%F?3w+!5oecfaR~UC74urfZKK3#x!o1LcfDs{ zdQ;&Zu5))&2V@%HEajQuoPN<*H8oN1pOO z=H7F4h4h~FyT`{o)L_o-QfQJ1ZgH(ue+$j3iXOLOIZ>y;jF zJiSgo|5BmY?Qm6h7ti*KPc3FD^*@RTmfEttvhean17oRo+$(neknl=nI4o;jw{GLF z;upRJZ)S@mckruwR&0qkbuM3-Y~4A{r`~e{t5;i{0At4X?XP|I9xyX`<@){i>DWLv zpFp+F({43trZW?LRvRf7)*Y@Ed@LPi8ZyhlLck~Lr253unz~Hd;VUL+DTd~BS5H!U z*JboN^1|_6>Gz=%9JULeyq!{JmmzgDRR5Z8-zLkv&P5Vjx0J06-FE44ZdY?@GL~EL z#H0S?QPb|A9)X)LP9Is&kl1XYlWoX*(2M!c)KmA0SuVDfK26(SdQ5TZH+GjDyp+L`&g{AS30 z-?+TqaC>I$nd^;=&ffC{(-pa zPe8Z7Q)+HY){%Kfm`oWy-QM-M;m)V@Ai=2{D&MY+Nm=s9-S}l@pHAcM**)vl2n)`X z`Ye*t6`NTr^tfbcy-&p<%NK$wiT9sLt%&Sade?0^bN{Sa}|BVZ>b%~k&+UdVm$mb;YDK9N{ITRQiJ+x)w&dybt^1n*~M z-4EUR^U+h)y*JNIWSYC;uXNkYE$cc~+PiLkt})?}0k2;4z@E zEwh@oB*5|1hRbpZ+jSpCmNAsyxR+Qj84$y{HBa?L!?T+`|31uq6=M9nq~P|a9XnTB zKQ%b3`9gKp^}4vL3l7x&+2p3Z&vC+F&(*U10BzyE`RVor3P^ z>qdPo*l@UL(geMrN4KUME-@3@xGj^3Ie7A+*G1{4ANNgQj#pFMTarDS^WuR=M;689 zyltre_E6dKeWStaueICFu0Q|!FIQz68_Qq*Y~OqSe#`7sIs00#t^8=OAn{~tN3~Jp zypyZakH#ynvT*ygQ8BRf!pxZVpYN~l=auGSsVciTRXfz>+XVME{+#Qx)CHoptDVi` ze`Uy#@T_~@y~dsHauLrtT7LzSOxYzaTmz9B?Ws%m7qbl}d`g@mun|9tT zVWGQ_qw3XnFH4*E)=L;1i##t8`TL>UOtxj(mHQ(XTZSq6EW}_Pd%8!|`ZD%b>uM`(@_L~tvLbDz^3y#XT$MsAH~QAQPm{>6Ss9Z* z=WxhT^(BGcKVqEBc_sIlh5O7%+S~7aaaokv;~bG!+%xRwoo^OoJ@k>|@BDtnK0alg z=403S6+JeY-7@`s)_qVpZtlIcy+vY7lHl0{qHt&4T zvDWnIV%Ax54|6otpG901erGcGqGtX1cZXK4e!{s(cb8Jy#MsTcpZ;u1d6jQ4Gp%#_ zT_z7vr8n2sEDZST#UYY@@#SCBw^LRYdYNoXcwcvI?x(bkCY>T{v-qSpIdyl)f7to< z+w8)9-Th~*LuT%a@6}&X>3leT+t#T^jG0n+P8{%xk$AX8hxbL?g|c z;BNh&QyFItHrPD8(zhYo>3^e~pJT;Vzvp`$(u_ooU-Mn2>-TNDa(Rh=$fKhM%3s&F zNgoa9ysDGvlw{m}M_QNp&HQMs3sGfelPW3#_7#@wJDxJhnRCJG`s=QK=}GNNt!6BI z?jW4FrFGUp#$9|r9q$xy4#=su-v?QfuN&D>yNygVBzY_Ubk>s0cT%G;qmXX zC!b%u%(a~VLqm?qq(}+Pz>HVx_}xWc?Xj4jU%+)RT=(JHX`wQY4?ev!@p5c*lzxWg zF834xiFKRngagknYY-P%9I(B_ez$*Y{$)4TV`oZkD{T2SNl454?9Vxz0nPUpteKWP z_toSUyBRxvPR@N)&;2@QkL;8Ak{AE-Jq~>9`c3e^W3~C#s*t%~dd$_hb($K~td1;` zG1zh1ZNg01&)f8-#`%6)B~rWh1+vOyA>>i(J;N0cM_T^;PM~a;Od?{G) zy`J&jS<~m7-rLoCc?YM-Y?%aO_f^||`R!HT(W+^tkeO2}em1JHZ%IK==+1!sEVk~c zH!`;+>IPj$BW`dsy2yjzy2_@wAb-Cz1#RQqP`w~Y-6zXhBbry59D z{!zD(d^M?Ex!KA_$J}iOYu}*&H;d^n9QUl$D&PN}@%PPB`sLFu{B(MK{zq~}nbWTy zpA>}7vvOSfxuPyD#XolI;-XXk85cQ4-vph;fO;;2sUhTChUxkmjC`A&JXmz6XS*|s zZH_7ZB{%(0GNbtB+$nR_r%&l*6c;cwMy%jBGc~uIY`901+0?`obcTaweJN|ml(*N+ zG-D^}bJ%p0l$V#6pI~6_ImBaF;x&CsLrJ@WuBKA&l1mC49_1Rb_gB2Pd|rM2|N5{0 zv#-sn{C4m9z3=zF?^~BH@nXwYi!fA~RzJ2g98^HFNIV*>i)3 z=a;|^uJST9cm30En4?`U!Q%eoiDLnaA2S$Vn0j`7H}3Z{h!$*Je%=CdBcvsA73AQ^I)DrxIsgKg;UOf z0CSf%>nmb!xD@!q)Mzj^i3e_Q_!SLFCoZgk=p+p{M; zO;yedzBR}m5#-6xTvdE%?}IlC99h4)If_b}6+hKG$|-axpO9kwao3U~V9G^ChYrU7 za_7$;6Me)}{!bhRCFpCS|1TesPB-K_}KjRHQOf!=7R9@4g25!=lgT{(6fh( zIf`Zl2c&ZN8reT?RT>BwD(*ena=DGyz`iGM}6(TzbTCirt9*&dhu8O$NRrU zFJDW~%6h%&@5~?f4I?9Gh(9>3&QkD!t3dh1DSajmMY%u!BVDCg>VNL$e)oULDu=fT z4E*2c=Luf_vcAvupBlsG`;QVB|3&%;wdw)d3Go3j$DCwoB#Ji{?GkXpZsIJ z)_?s;|I3}b-u3nEKYV8Y7t%f2F0w{|ws>i-iUjN~{iN-tgZz7_+f{ZKMmw1E#-4e>b);>eaul zkG9!k!!Z4O{%860TRV2|QkwP4SJcJ%|E79wd7f`fw-e6$9?m)9H2-SrzWpmEF8uT) zLSEF}-eEv(&+y;hT6K#p z|DQ2m)KT5)sMjqoe;YqJnR5TLd;fCISrb3?2Gyr#x_HM{Pu#LHnZrKG^X9GZuM7o# z7+x(suU2g|X^JM-%C^1N|9sfEOviifn~5C{@0G_^bboF5x9fmE*RnhB{XQzL-uNsq zbCzWP)g$&XN$Qnh!g}BN`E&%n29zJ$6Y!NI&b~^BPd!LLxRFO(s&{<8WHn*C$j|s|{kyOM_=P_w;owsSwW!OIA`=44qYTyyc?b^5%<=E2M8V z-&8ZocL_PeAHWhT=Jc(eDa^xz#p5B zE|yqQv|2pW@wLLM_pM!*Hieva?Y#f%&EJaSQBf}o&U8wC+qNlrul2vmuPOY#Q|TmH*Sm$*OQ`^Ye0kH4iN=2eb5?!dG_!DHG0UPKDf30Y$!Z=?TgCqBvHI1Y z8#n68$b3D2(+go_gJDnw(kZAGX-hQn{u`R23Eh%xSS+7Y^868q)mGp{DLFXlQt|B`voVfN{7 z_&+yVG0WVVZpJ%rM%I?)cLI;p?r9V*m-znu?;*R4jUmzJTo233n``C-)!g5ec+67jWxv@t+-4egMkSp}nAy<>Pua2jj;VL^2y?VN>lc&m( zhIzfMoqJYa;%(j4^F_^Sm9NP07s|edHad^bE9eNWotNiZx;%-ozG_?YWX@?mp8m%_ zWgq{rcmBeoz4K>Jk9hMqZqH#U_vw2wj!P!i%C5cT_q=FRnSaQNSlKE0U*FXfTi-Mi z3HM|DDfRw$&Gi#A{;RQiJmA%pvOZpTdAr=kYtgIJk8&1$-g`GZmc4cJJ2x@CIjbB` zd{gCVOVjo!DVcbJc`MJ&lwV@?WzHT7InypB9J;#uQK5{SM%v5Yl1JqgDpyMtUJ97h z9}}W+hS_~;ahG^VmYl@;ANx)`Y&qX{=cY@$>BOf$!eifdZ&JQ}H7@kSeYSKvHBNou zV{7NRZdKWO+xgXz8L`?q21V6VKRan>rueHbU%n)9`E==*TTZU&cRUxO^D1NclO6Sz zhm2o1N>tC=AzXDZTCAL>`h7y=-nu>En}xZdaV+U~r|?_+j5-8z;2&hlNK{#v2? z!EL{Ijjja!2%LDYEM44fBbVVGnPRa@xtA~9Qq>mc*DUo6)Y*2z;=`U9zvE`KR_$Gu z)925x>a{O|!Fy@aw(hj$@1I`FYDx8GtPJz_sJ~ydUqMuDv&nw0g^YU~m~7Y0J7B;h zcJ$U1KXuvqPnxHEG;KI9v%D;s8vW4F>~Q&vtb>sW!ZX^Z{7MQswoA4?<7dpmpKAmB zIi?w(HT2qf@KCqH;$mMDF?p|Tb2n=qyM82d;<0N#X2q@zoI6eY>HFqQO^+tOy8TL< zefeDRm%G-yw6y+`eVEO!aH{dlGkqebIZfy5Cz*D0;Y2 zmhnpAsV(oe{;2y^HaXi|Bii#v&Dk5zw3gq=y?t1EqxbQ4i5@e9H^~AsZ6lR0tUi5) z@931fFTHateD`dKPBPliYTjbo^ip@%swLWjX_LMtceYG3(f*yyX|4aNLc2#LN27e3 zt98S*rTKd4XD(gcvhf~o^@IAlgu-cWC&g`N;j`|R+&d54znbzKd9Cx;W6FWI zd%}w3ByL59aElAN{J(MIv4By=ghzV*S1Jy>7r%O9Zo95z>#>eq$_#JtuNDdxtH8uze8%3x&Cd77Wt@N9}%9#x61(iG^tqLC+??NhuQaGg*Y_=%)^gW$*R4Q)CWSA5-#PZQu*>a^5p}YUFJepH zvR;F0`I+w76J5eC<@l$BJD-?x@sVy#%hg3Q>h+%83|lLq`230^U%*WVLD_%4^IPo} zT|2Tp%TB|oi)^}V+)u9jnHyi#f9*0q5>;Doq8rfm z*5YxGd&yRBUW3oqwrK9#<;iDbTT@{C+Wys+nRh~~9d;~iSatj5NsnJ&4CgWO?L66) z8T&jWYtB0cwRaU4%C`M5s0+BB=yQCIXc6P%yZfXsCORiCSTn29zh!p$zMBj7i8H?Y zQ6MK3foHQRak_g$&y42nt3IWwu_{2x(SDI1l?7Fl;E9g#ore0{Fg+owv` z=IvOQZYEl;;&9oH>HMop0dr6E-km*DPQlN(mt|_sn;@C|T{gp#k58%k$Q192KGl5=9c#^1tDhM4)aO+x*0KEj z^3>Lfom>7tQ{UmP68ooeMZvqu&N+L&wl9;a|IeSbcEPEWLNU$d^7q#m*9tG&C;g-* zZtsUl>{rXyH}3s4XKl=%Mt$*9(;e;qY3*lq)t9fS`Z{B6QJVaWBjzCwS8Lw;ujX0Z+u^$W`-k|zko%S4%G-K=Iaj3rd@CHkR^Y-9H)c1h4L&x-#w12L#Et$K7<0lxr-h25J>*7Es1!v^4qUhsuu=Ar#ryrvhUUTz55S`=8%C7G;!ZOi@}Q*X^N zTKz(Ll^s_;)9LT?!t`{{OVsn4*OnAlid&c7jQwtPEx@p@>+z!ltMqS%JTmkR-QT@T z!hECm|D?Fy7s5urD$JH%>uidf;y%%DdB4K4>CAQyvrZ*_Ew^Br_WReb_ePSR(mu~_ zSL4~eCFl9Q$VsJ-m4ut^FV-($+u1GpuAZmAV~*8P&uhQ`+$b-3+Wg?P#IfV@ca4|N zUw`s+mh|(qxB0iuZu6*qWM;PC>2BHzb9bp*$z{^<0jUResh4UYT56l7oF=*uGS1OS^j$F|L?JzesG9xS?99Z#MYFrH>P6e#1-nM_3Pd@ z9K2T9WqS2ywCbwFe++$>jUQ~`&JGRP+q~>diMo^B$}7HQ6WUzQ6F{GM`g#mg610dhtgE8zdh;Z8?>5 z#L@P(xp1tcbJI$d(4tnRbLl7IH_y=R7Y!r2_TB0jA@BZ~!KL*o8}p^DZtDvB6<@5-&fAt^rEnl{i;~yj zzm+FaEfcHPEN$BR>$5)R@8k8Ig=RM_KWtC$4JZ?A(+HQ3+F5b<%By$XUQEwUn9mn{ zCZ@BY==_Q2sW~sEYL(Y@)*t_n6=wWs$LC*`;_G7{l!v&LS!d5byt{LWRpNzTdbK`> z|7l$N<266BH2v3!>1^CLCwhBs+V-Gx`9Tv)Eqz>0tZ!mlscX9NT{PL|KmLO|y$v&hbs_{&;rJ`*ne@?03w(vCpzG z_Ehlst@(St)VyBx`D0}?o2*uppUUM27f*h6-e-Jx5=&Kgv)!-6xjm~N&{UUKd!RBwLanB-%E@hVFKA^pB{Wm-?xCLa zoem2vWZkpk$kaaLi7$>xzj=25zFoqs$GM&EhogUd%9?dWAX!kr?{GfXGVSo|xz`V^ zXOX`zuDj!W)cD;N&!7J0&o?&K{|{Ou!|me5UpIKKx_tTITqS1Y#1_}_{k<~#5!-Tq?NE2$w>65JO^!SN`KW$A zdqR?~+~e4~?9A7k9}jzNIeR7NXM^S^b^G#{d4Aidx8-CEvQIoLV>O_4cJZSar4IimFyF z|_ryQ%yN_lEXl&0+->z$^|0!sLi$8C4PSMuIOFdJw zWnR479PTCh&ZvsrUFR{!S0T@od=K`oKkjH+@B3aq(f`PE{SO=O{tbz3*STTib?@^0 zG!*`qkD2nsyIAI{e$RW$*t~_lvVW?33C1=1`87+F#SF zeIGAPpIH0Z$4C9$@nV7n1*3r8GN5h^RXk-p%WZjqfd)9>IVjBNq zgB|CdZ+>MzyFRJjota;+de^h0$=A-_chU7(aV0)r@#L?P2JdDGubb)Ces+Q^M@;$^ z#rwZp_r})GPVv%Xp2@z>@pfO{&m!-YuNn%^b!r{FaV);-iF$ZNf2iHLycH$q_wH4H z_E;z4w~3O4w!US-kt;u57_3~sq%(QbrqUTXy-W9e_@dI?<1R4&`=a{KlV4nT%zY?L zUCd*pQKQkBUrv_K7R1k;`zc~g>)Pwt*)6}FPyW7fY=`8#;IFkQ)vK2;J)bsfTT-o= z>?5B?!qqXi4j$cf+i%-e>*G6lkAEqeVY^X=Ibc`HqOSF?7OdDOoRV$dk&ra=^78}1 z#qVzaD*h#YIx@_0dtK*2xjDB^tY)d-#hP;3*F;KYR!q`?rAPZ~ZmpNeN%Oyd<7em?ItGsCBBG~Dn+ z=IQO9|6U#3+p#9dXH!P?aW^ZqRl@nQ8UE@43lc8|ZLjVyO9(Y}^S_*?RrbonX6wnV z*Xnni*ff=EVS&b9HRe6F0hubP9XEC6Ywr1}k$=4=PV1@XhraEzWhZ`S{d&Oruj^)& zIL)Kn`<4bNA8MFm9JVy^?dm_rc4#)fdn(Gqc+ciE=fp-ynT;j47reM8_{)6#w)}3D zFTdyAv_IRdFK%A_t2?i8=iz;l zQoiT#7H_w*ryhb$FOymKb2a75ad&$!e>Jc6l-`-U#{}zq9{-z{rm^$Unl=YE>FWW{ zSNqI}ZDlxUQyKC#r=Vi%jR`s49zT9o3z<&IKdV{c;Q5zXFDCNm-0!zMYdHD0tO%@0 z(%QXWbAl6ZXs|{73Z=ekulbKNEfm5lH}kJkN}cz@@=CDn?4YKt-FKJIl+p5Ci ztn`M`%#C#i`c>*$duPgvhy}{EyL_*_IJc;)q+4^I(BYKRN>agg3)enl+Q3_@tRds< zk)wTZvR*^0;L0m;tvflj-%SuHeZ5Tn=p+fXPGR?#zuXT0@H`w+RjXa*;n#C<{XBxl%{g0QIBsUj{{4?AmVfyr`V(Qk9zGvob z{?T%kWkTGaHTM^9lMR-;psQh3(&J$-|I%gUGL{Vo*8P%OBXRP%q!Rb#{OIoQPTt?w zYTPoLc}?ARv5HfFufdghC0_gLL+UQ>7uoBuXSVt5Wd$?turz(+l2F?EaO2H{aFM=^ z8e#VzZP=M5H@8J){>-;;5@M#6&i&l=XAg1X0 z#YJ{AM3w#>QR`1-y0zG^bMIaKYvOH5Khl=_=D%O=EWc^`dj6w3ZhC3jrFuPEd9RhD z+GEPzH_vZr#D3}Uyl%C_SWltBifP-&mGfB7)t|htyZ*9YZAE*|ge|#FHmZ*Kv+lH5 zJ6pEY|2=SMX@Rb`cKwp984qT~_I&m@@{u{D@lkzZT*beSrtuYQmu5_u=~ %vLu4 z=l8vyZ0Y%XUNTSH?X^+nlv^0*4Z%rSZbA0*?)>tYGVj0eQ$^ zzy7q?{LHE2jQxK?J%@j#uzu?Iw;Z2z>dL}giz_&mPE6hZ=>EHxIoD6auwSovg5TR8l|3h&)_J~5{mU%2Fjpx#!*0jTW3et0 z>}yYbja5(2PdUlVv{9xqsdK-~?%CU4r38I1k^TL8k9TA9#)X{vjb|QCd0R3?{kfiO zp1sJ~roPt)%GX&TmoUthQ%sY>dm+eVf>vrkOQj@o^@bD2@E5zhwSfCpWL0n8V+ z^=;cem-B5Tx8ek@4d$Vfw}rj@Q}A%MN$_2z@Py)SJHH(HL*5&^-?;{V`*(Bq_O$1l z!cRJKLsXQlETV&UNYoKe5K zBJs!jV=g^gp9$xl>6U8pv)N$()YMQqbn%Uha8IqU)Rk+xxG(pI`mwhdo{`(Ku2}Ko z%xP&qcf1lRD_G2a;%C3f{G3(0Z@*9LOw8I6y}xe0&di4Vh-A;*nTv1poOl#ADPi`1 z4cBOSe~-DhrRs4bTqzx>XP`nT3E*Qw9r3_YQ_Ts!QxP}1h(cNSff zJDVbMCBJ#)9$m>4d*#rMQ7wlQ1z^jFbzQHlC(srvD{mY4a>{&!`+I6cQK zripRg(qD##r|XJbY&XpBIL@hF?s(L!=KJEGIcwYhyz+c_gfC-O`o!65o1Y~8_RqWGCgwzqvmGCJs;(!iyUPX6Era}L7Lw+v@izG?;4s|g64O%>e&M(zyGAS zsG}ihDqo#Im2ZQ>-tYHVm$V8fOkweOajAN89Lo}OMpjlw*G#6MrQwc@jGC90cK=DX zeEz5Y`MsId>c%Ix?>_%-_wRR~Ym5`qFB(6YzTNq@Qpg1j9eWoB9Y&3;?A6_j2^%&r zNa(nnIhWURWS7FfU7a_51>_`Dq*Uua?q}$dTw^qrxEumk_2R zcP1XTmIDbN>lrV~2{j0v;m%~w;AW7@5MgpYv#z7;^H&Eei=@Kie_jhdXewqFDEw$$ zv;Q(W(Ec8zam)9Ub%Y^BHGoyD`+i zeW-BwEPI9W#=ZtdrsfYHoNh4gXJac#Sl3}cnNwghvs<6X8TtK+x8z>)es*B6Xy+E{ zb4VqU_7z^^xw1pLOD8r&E;u6d~sc# z!4!R=rwligV+9)4bxmWq#(tXpKtS341_N=Pda3FBpPLk86Si3#cz-Ujp=*yF!(rYZ z$l z<$wHPxz0_S|C_eVT|Rq(A=k@yodMy$xDW2^`2V=rA%RgN;!WR%83qjn>;iTL?g!(a z_SW1L*xy_~AwKU83**1M4D$nW<}6AKnf(X;3j9t^h~r>*{jihc!~gq@^-)IzI1<`h zk{P30n1x*b%ztHJe&}C+Z}dL)OYA$?j}`JWHGt=LI~Pxvm3sQ}Vx-;kAc3;%=j`YKExxE&8NurM()mlyCe{?}Q|Uhn)bm-)~9n9?b>QU@N^Z|~l{ zyngGOuhSW0>aQN;{j+%npOkwv%Ym=*)1n&|CRn`V{`CLs*ZZ3P&Aa}u`t(2PXTAB7 zM=u|JvOe?G`d@uZ;yMrU`}-MWvTZk7ux2bSv~u`s{zdOmf7VvPG7taj|NB-YCt9eU zSS(YJ^Q^stqrvrG{f~(fqD%M>`SEwQTK{`^Mt=WC{k1z40y%6=*nYl#+H{(!`M-9X zu*4n7?@R|Dbo^9jIsD*C+uyy%;?08Mi{_mJr+Vn;>?%`b?*0j!|{(3(f+hrD?!jvMd+x?u&HvOJ+{=VxD^i1FLh-0c^QzF6y~|67!ubYpr&_Y9x8Ibpslp9wz_c`x

5u?w?BNodf{e8RS zSqM+l?08?duYDI}e1*?^*V{Q^3!iD>)24UUVc~CBS-+i>K4zI}+dBI*_Z?jap8(Oa zfKL^N530DY4^f;MWLG&?wL0>wpwO|t0~2R#`8TtEMcA`>>v=buCm+4)VpPZGU;12> zt8)FHZ7kQS)Rc@817*(Ve&YQ_>FptoW#dG-_EhA zTT%G$Rk?4l+@B})8UZtV&ZQh#d{x57C z-}H0r%d}5dEU~)t>F?f@{&mp?W-GU)M9HmR`}C9sqf5yRMxn<>7tZHyWSnKNZ@F=L z$9C7%tNt*2XL0%H#Ii+epT)fe0y83KZd)a?Jg@rg^Mj$;LV^3(FHPE9n6XcBE_3PI znB^+3<>S;c_N0Ex<2rumQ(o;8)d%&Vd{;tV1&60@_13b8?pD;<)4bySghyYOznwC> znub`p zrq$pRwT)F@H@;ijJI|=VKtEdFCO)Y+hUJQW&Vknw6(_$>GWc@y z@@H2;#j_ud^Co_6Uw8U-ars{si7uIGk#mHetiK?BPhR#*mBPHv1v?(q-7vrYbam1B zy|uH}thN=te^j%n;%&iB8GY08R>O(6GoK_%KHJpeU0prsy)^C>xSAplVe_VJb!H6U$N=lf`n!KqUUx= zU07AWTr!!#$mdnYI-`)bO%;^cP~ z5srlsbxY2j-Laal;B)RP!>Jm-m-~2qkJY-ibS|o3DB6 z&Wk@GrvqEwU0xT;p#8Y=@x_qeD{MC`OBJ7zJEuaNy*=*b$D5Ze_S)DiuuCb?lboS; z(lN2VaMl^uCAC-cuic!W{p-@n(-FOo5<8}DygccxmXc41#+1(OZcg8x{_CBUm)O^> z`cL-h_GQ&g-|x*4uipCfhv})zcV@?LH(#55u9;*1`A~)9}u1O>!+#M7TwLR z&z|h$(fQlexLWCr`$2j8_zA}6R!@kZv(ipd?fOr}Eq?j+GSZWjqeBah^JOO0v=-SlB`E;YxwpSM?k{mI0b+w||tG*wSwy)FLI9T{z>H6vEu z{IYk7yPNMlqjTjmpPsJ&n!D|BJ#WI3RB?MrTk~ZM?=P0t{wrC?t6sJJ#zm2TVo9ZO z#kG@?&aCUY*z?UUJ>r#T#MCSO@6$wnUODw-muk?bKRMy^)C<3zIl6t~>!^V6IVRdG zwBsVVcvtOxFRQ;TAbpPUt*8z0NebV6{2UbR7d-OH+>;R);jtnhe`DZ|yn5H?{%rxf zj@^}>rmd-F_5SH}iz~-}wel$ZP7hY$G%hX@UE5O2^|NHnwOlmc%@Jf4zoVX|BK2Ed671YOlDx zvObc{{|-US?y|)e4Eavo(b_xw~GDRIP0Ei@G0FW)s#-V3eBUUMNKmbYSd>5 z1phg-apQu-poI^8`aX!oh8*mg@UE)=pswCD)2OqvZMJSUJ;Q%)bKJ7T`(LAKRp%(( zy_-@$HHGoB!55+UqlZ^rn=5D@e__X!j?5VoRqy)G-0Ayg7uPCHIq`WXw%Gbv?%w@; zmUo8PuOGGcuhbS?s#Q6xfBNo$Td{Rp1MjH3{Tq5LaNZ`C{N>WgA+>zRYmHx)NPc_~ zv-YW3*=C2D;jpk%Z#hNbo$?G-`M!*j}09M=Ps__-ult}bJ+b2FE*O+?^1C% z@J}oEMycQBuaovXS+;)G57|?%Q${F<|wwmjYB)y$;r?uS3XZpjlE7y3< ziqy7y^X|a3S=l!he?9bEOs`Vdr99<9f91I;0;iUq`QG`a{)$*k&{rkVrJEEu`lXa| zjm2&!)ZYG>(Q#9>NPs1pb-s0-i^?hUTiRv)pC3KX6IXS7zW?jqb|J9^*YDN8G)b=r z=8HIL`F!8R1;5r*J@z?uL14+V*cYn5=IwZI`|$JiuM8@$qBuPNe4EV@Iw|&uOol>9 zGk?JTyLor#|0zDR&239>!?wvk|GZQA*Sja}HpkiW?M2h)toGaAUd!(4x@Uok-R>6K z$QSqHW^P|O+sZ!4Zs{SL42|vL9V@fcU25x#Tf)D`hKMZuHgzHAGo?-ivqSQXhvuwJ z?e(|XV!ua|yXTJfv2qFP7W-3|;@7T-->tr3f{Nk+uW;FWA>pr_&q%z^x%cPq%|9a6 z)^by~cFlI%Ij`jD)9|}`p(%lz6+cVQF^(-MJ1Mef{`;%0Q|5=ad3wBiT>9^ z*WIyEx?V5)=-7&jWwF=gix$W2`*r!%ip7Fo9as0UuHSN@Z`;}aKrP=NWxty>f6U!5 z_u2Y4OOAB4eNQS|zB-`9OWLKnFx{zqnMKR0$iF>D-do#VewF>>m0NCQmci$o3EKif zUtczEwAiQ^{`rdR>(3fLk1^Ekzqwbs)41&Rq)B!bC+$m4*VOM<=Vb9q@$BWPOU{q% z`SL+BeY)sv+K>1VGkDm zRNu^TCD3+z?a_#{cLIgih+ntkmz6g+(%|)7B5$7gy5D-@zRq1Q7L^KBOemaHtucM} zJedXiKYzAepS|x??#IHV^&b!IJ8tbiy(3R$hk(e|fXz1ZBF&7~SogcUjM0nb>Wz;) z!{E5*CX37KtF=WMdf#u~<9j##MewVcQhfC~f79lEcA8)HIa=k#ZiHdF&`lV`J#DjV9u|lXP<14{^$>u66hCdVECG_U3Ko(x&^R<^?a;Z~C=y&Mkcz zy=nUv9bnPiy2|`=uMLw!zW3#FR!yzt)$V7z4IXzLDcjEHu->o6?ek0fO#a$TKT(d! zIX+K$Rf_icy^DUlea-EUjc*RSuTOuVFHrwm_;X?1RK@JQm1i%_kkj>b(3^60$KO@2 zw0WoPw0V1atvjdob#IT;na@u1+gQfe7p%3}z2!|qe%N`94bN@{ukn3w32?6Z^4Ps;pN|E$DzGx}T2B;CV%CRHxEByg#t#3L|xvgD~HXaAl$ec@kIrPyVIT}P^4oNd%T zde45%c7|(OJAW=s)H2VypZ`j?=ba~RBRMB?$E8wbHH%qqG(U9MwpiZTAia+>E+a@+D@t&N zWbDL08ns)dZi~|{>-cy#BlE!>^X)3rzps4#)ogx5c~U^_#O15+iB_s_>sc?qtG*}B zvgXgur;)p_bZm~1w066D=$Koa?TcH+qW?;^^8V2e>Dgv>m0NnngNMO}2C2m_^?tkm z4d)EYvuuu)owrcp^cE}Ui82SR*k-+SIWOjVXzQ+8!FxMae>CSk+kChDPEOnWOQP>v zj_lH~o$D`M$szX8{KLFd=H=dVg8kNRzc2N(o>S_}?ac0{i$kwUUD#E2cJ_zk9*NtQ zU2Qpcp}E`Z_T7?qKc^iD{i{<_rT^vUcl~3I{qI`V)$CMw-~CK-O88oV%=QYEopuqs zcWktrpq*>{#n2}O_TK(8Y0Vf-g;^hfqm21uG=JqB!`*k@lm0?~pOW63(if3PswR==P zy*pb{``wr8c?-kcgxtRumuu~~>1X`fYG%f@Gkdv0MdGq2u1f2w~hSu-#Wz+OQ+Ev-$p{Ro{XRu6VLJQ z^UT%w6}{%_)OjM;j~(<#D~TzdGv&5fV#l%Ao#Fn!Ki;r5e*Wy!oR1gGZF`lbr@0F^ zNpkQVnz;G;>M5+dUnj@w$=iq)I_bK<-kxB6&+p}`KNA=`gI-9Uj!!b38+X3)W_`Vw zt@et9(o4rmEe-8r`$Ueib;&9&z8RMN+hlvxB({CumhL;bFZWP$e$q+4{z}Ef_4U)f zM*cXq?f32Edpc+MBZWddS)blM@Z+8EQjsp5wLfOrD(x3Jn)$#p@6OGnQ_U6kxm=&_ zo4;FXe)qDrnpJLDn@kPdEp?t&ueRUOHsjLqP4y{a=`se>+~tqV$WbZQSl?&6(Cpyk zI?L%VUi`6n6qvP0aN)6!3s;({`tOR^e|5`!HkpqGjh}uNv>25yb^P^JY?{wS?YZ}O zcee_5@7^w1bgac#<6cow*QTVZS+Um-&A5`g+w~^{N*QY<~pBv@m93@LfxJ4_i5jk-nE#xyXm{c(fH8lUt5wd20Xc0Qhj(v{p0q| zmY~gZtGAfEFWD}0*n6scz1y+p>mvg$d<@X~apZxvACE1I?Yrk(GK`+(TQBmf-LJRs zsJ)(=6?o6~q4oOz3mJEPTYKr(o!-L?x8#yn7$&l&)JI5VfB7*l@7AVAmY(9#UmjfU zy)#9>ziY>5jop_NuGVlpE#Gz`r*V?XYT)Q~$o%@?? z>sPOrKkNUI!JlRq@@dwlnC^V788$YxRzYD~7X+UCd@5rjhso((_K$u{R7@%oue>hh zb@jKw+<9WlEE7TkJ@=nCuV~b-iOqr=U`%f$9 z^=GL(yFL}QWL4~T)Qmfl_j+p~OM30^N12YC@p033zhG`*;WWLH`tQy24fn3y{#F;% z_r=;!y=nWrXP0cx+x>A{Gw0Rekm(6F8KcK^6_qmS-(yc=P-QSUA5(sb^0dTGp#)DBlt~= z+b><&dE<@dmtu!qr=9+!tx%j_f2V9>tHbSunFp8ed{^4J)zS0Ri#KhIll&PKl=l00 zT1URTYRVtXx@pcLJ=^m&J0`zPf4OeyOo44JYhItK`EVm=q00Ytt9rlx(e4$n+BdN- zXPseV@YW3+X`9vNuo%hn{Cx3Z)&G=d72!*kZdSUs;jsJbz}Et;VRNdc)VXc{R{71e z{`iM=>LFJji=Ldhti)~S#6vNM{4a)1p1ASByhm5uUDm2ruV3l4GC57-%)COcbTL)y zJp!{9@h+;GYPh^ET)XGC#k-?(W`pN-4zB~#-Z_8TX%MSuK#=*@NYSXN6P zW3eS>FC?5Sx0hWq^Svm}B(keXCSI@RSpM^uQJ3%3|2p7WzuK4kovlxqPs#GynY&(v zdOlOM{%#lZSjTUzZz4M%-z3Sc0&`ZqGx-^&`$m38#gj0bU2c&ayF7*0Xqf&x5P9-g zYtp%Or8$S2r^e0Nk>MV%FMiBE_WJ7gyv#SY3#{>b`t-pSfft)!IMgX6{x~c@cloRD z+R}VaeU|>-UiiO$Uc15S3rEy6J3e&>2o`6WPtE9VWHH~oGJ54%cWLQK#<@4OPQO2< z6Q?Jx>oGC(;Do1_yYKw^`a8gMZ`0ex#*@X>s)zKOrcJc8FaM(cV^!|Fyn8+Ot-ies z>z^3tT7BxD!t<)c_4BpX{I0CN!TV^XkYVmi`$Wqu$tkyvZ~HO%Q)K=AgNEVOfv;Vr zo_y%QGFdq?=~TgL@!I|;A5S#pvK;je%I45Kn|z%2KmV_0H6^KIOlG_EPkigTSsW%C zS8OJrSg?C-{hwGjo3~awv-i!EICk{4!qF!xlW#WfSrtBadP;(+mS)>)fikUJ&Fgz_ z<~n?8c%i#+_kzF0*>Met_h)_KQgjYzvhQU3I{C1X`=WE7&#S9*`9ApEVe(6QU(kPM zjgspw(?7mr6lOHuEOJ}eclwLpjJ(@TG#Jh0nas?$=eje7%BY)JLiU<+*}(4rH&ie* zF*QP(b~H0I0Z%)cT0*y#mav9g$-b^1dr4K(xtvFcNonpRA*GiL%sf5<%sjkGcU31T zd3bOzvA>)!Esyb~UtrKD>BqLut>5p>zPmeZ?SGr!+aKTjeRKa_%gC=hETTDr*AhZm zWHdQMgeJ0SWZLgy7ZBX3t)islb>w6whojTM{een;$s1NnvoKEo7hk0sUT?tBd2EWK z$CjC9Onetg+L;>4867w?7cAM*!Ql|%;_}MAjUzm>!RQ2Y688l$rVOPA3Fb~l?_ELk25p8~^8*gf+zVdwwEZ``_A6I`;m2na zh6Ms2-WSyGsb_0CP;c3slOte|E^vpNX*>H3#{~%u>sCz@5NZ`+Xn3&Ap4TzJoTdJj z{1e6|2ghp}&GDVh46C?)F$nD1XMc6)%^gm2CgwTi3A{MZ)mq=?XupZ;P8cU+bK^q~ z^F{N2YC6XpG>sKjlw_ z%#{s{9^vI1=AZu`_9t42iHUKWfV2vDTdDA0VOiehw{@pqoZIabz+fzB^09$o;{5&l z{lzl!ZYn(pSYLmp-ZVTS`tFezor?e0H~kOO)KUsykUzLvh`}+iP>>n^!^j!){`6YFbCACz%4TzQ{zas8M1Ew=wk=0885@PX-{tT%gOnvTSQ&-@3^x*l=O zxgh`Gzxmnvoqz7%_-lOXfAfR?bNg3Wi~RCF{WOii*Hv8q?Au&u0MWw8j zf(xU2rX69lbNC{0t0{251do7Nlk$WNafV$s_6@R!roKqGKe~kB(2K2Kg#YMvGqlXT zc$$Ha^|s=F$Hw{#_v`omk>1zcw(wnEJ@X5l)`{~v>UrKVw(LE)ZhvF_)7;1Jy7=1v z9Mvuf{6DdNEr)>w>o&z%^IUG6uqj_tbFU(7;ei*LJIpk!kL~>SLv{Uv^INhf|F+bu zs@0iP+u#z?5$MQ z=EVV5Px_ot$S%!KV|I7`ST;C=hM{-yxnO`_7m^tow-{h zf7$io4SC^v#Y@{3<*of9^JQ7dnH$Ha)c;kEvFn0I~pbw^*7j5Za+2R zL9KfIt_goPJ&%t$JjreI#HIV*a7_(VpYraxqv{LJ*I(mQ?q@7Dta~rlVQ6vrLD}Yc z={YB6f8zH@J@WZ#_Q5j0g;zITT)MJ0e3?N&Ma`eMjfZw*FP+}7v7(>Eva?;NXoLtdlrJJ#~2b6okbBFX1= zaMa{AyK}`obrg5Yq;6&Z>i$uHO~CSp%1zzp&d2`*ZP3yWx%K{>@6WrT!i!j9gwk^R zjo&Ewna*u~w({I-&4NJKG;HE@IU+xiatO8nc_8 z>-yNmzSN7)l}hlKakBoiG0TLw{E~@#a;Mv?JaM`hV0>9GB=BCbLY1HK+hqP#V(C#A zxZceB@Z{U^iC5QJUs|+zqy6RRy8Uk_DtwLGs(<+RoVLk-B0owVE#B}xbVuH*4>P{j z6)DzvS=n zNbpk8{(N~WYt#%Wo}m0YjW1bm^LB*xT>ose|I6jR6Bo2!+}$EByRL=lZSt?_q5bUJ zFL~}i_uOjo5~<{x55MK!1_xK%?`dlDlv%X$_mUq6542dAE%j7cnrR%YaQxj#n*f`S zt5u#Ys+X1hw=C0)P3-dRnNt?-W!hxkoj*5h%)L%ta1?foSiNiM z+T`=e4U#)~I3`O!KYDZR^vRi1t}lCa{&w({NR7~JGt0irj91ED zYQ`C@$Mv%;-_CJ4ezSb`TV>MLiSI+^gwc|*7! z^U=_W1^puX8y0+xJ#V%0_{a1~5p|Klw>L8cb?udX-??;;)v{ZEUN>&s&f^vr-gfT! z+7m0gZ{6s~51X#JD9Ke?p}sS4`=TQoc%#Dh6yD`wsJ2hhnw7loR88Q+3pb}K-wU?c zd1B6*^O92Yg#WSdmDE4Z$=-H|ecpwk51$CL< zT4+0=WR2`>p(c&Q%GOJ(^830ZzLvk=n=Dv=C&ARnXtQIJr>?2am1rINZx8*fl0&u| zJmT4`9o^h~QRn+?_5OP`rzW%Z z%dV~opX8=JJh~=#sq$Qj*V77<|DFylc)Brr$;#t9Rx;e!kzgX??$>fcBs=eY;qqJ3 zd*tQJH($uo`oH$?x|bigj0?lp8rX|79cJdAvG~%HsLrir?Db2x)PB1Z7hQdWGqHW+ zJ3iBtf?DOwWi#IRN$!5%A^s*LAjctK!TacEy1NCg3SW6#d}+qANz3*p&AFT98#Lah#r^M`@z4Ft^ z!xH+sz3l4OFBJWM*qN|ya(&E~?f2HdOzw2@Hri&lN7(xuOBdgE&L2m;%pc$B<;edS zIxQzj*K_{iNuN^R85i%etv;{iF=hXq>hmhe4fkhyzd2&qn>KadGnea|1b^7wzi?C8 z&GLwm>AYQwndhro)lPfDarEP-^|p1^FD`0n88-g=x+^7m=Nlv23l5JMA2({Bt>0;u zJj2`}r_k}pqc#=O`~xbwE-MrEz31k>S|+_vqn05reDBoTy*qXnt$b>^{mv<-hf|er zw0_GG-v9Q`4uR=A7ENq_W#)Lff8&zOTG4WAzbnUmMWpd@ zEmQa1&3$ZQCNc9HcCXSq{I|yTcFpF!YA{&($#CDp5|WOwC30&r|q*g z|A{e_*NZi{{A{;Pw5iA8XOHVj^k(}?Y23Zj9ddNbC+-u-xpS(Qttw1ju}@<8Igw8$f{#`1DsQ$-eg1Zq&hr@p8F#rqCuYRB%$&aM z5x+(DW9`aO4&c=j&mZk9OzwbpZoTKB8!sN;55>=$j``TB_I zHH)<~Cp+t~Nvl|z{JxVl?aJc^))@!qc&hH(b)nv0WohJP;o$P+&nuFOdOVi&lq5Z! z`uBV2FEec=HUA$$-RHv=?>odEV^Q|-ww38`72dDn7sY;Psn~0I@Cyqt&OH`sE`NejLNwM;y>Z_#=mN@Il%$T&Z z{j<>L$c+`g^_8=(s_bRsJlZ>9caz`!xBZ1l@7*SRnm+sIyO%p(`_I?ux%|zfCTK?_ zmrcv_(j7Wew;kIX{QCbdw<3=PB4M3d7X|Hz)mHqfkosnmN099lN5#^nb(}UuA1C(rt{A=OTWcQG-*_@()Aa(?jn~$F zV^*4K+306DyXmCaeO)EC{VbOXg6^2!{M^g+Y8InN@7Ke%7f;u&Id+2k^w!$b$Cq2U zaUGlVKH%5C1gUSeqG#)@6ARC{FKRu~C;9pAlBI?|+SEh5y#w35f~cRnKkr zPDS*pwA=O{U2FO*ni=dL`*{94!hPxUVTFFhrs~y+#eUxL_v(`0W-hG$nt7g|b;4AW zzwg9-ZqAL|J2f})^P+_I(n}ZjTezL;@1Aw%)|0cRqo!+icwM=B`$otLmK#?S?)2Al z2X}TdO;tX5M{B8R-OF~)$F~JN-%qbQ^KHdwt!~e}k|g+p?yvN&j!n zm7Nv;b`CFFm2UXmdGUv}7xKO5|CAHd^yuAM@#*`{zbj{4we98YrwoN+*3yfDmYfOR zmv_28=gf_SgR>$ZzvM|@wXw%9Jt*;*j4p{k76 z4zf>jZ^*jXxFg`gXSZAL9^Cn>K4r<|h0C_C?_cLLv+20o8|R$coV`nqwS?Ei%lAt1 zn@UCnUOHE3SP+pq(?pe&vw7RC~Kcn6%}*w`9DLk@-&tP-I_@+ z>)vq&IUY+fXS%U)O=I18zQ^8qy0NL(6W!w5Eb92U&+;tSee#Uiz9>RirCV^H5C#moNb(0iVe?)C@% zCTDLZ*z#omzGrvfdgzWG!;|%~kJHwDOnlsy9cOoEzTcOl4>QlTnpbND`d(wII#RWB zgUs4lv#)q*K5IQS|H!o1sM)et>ND5f*Y;UxJ>g06GuU6~~^`%F)RrAP3$wRsjF169(D(~2+G z+esVW|5z%x&D^w~&;MJ(Z&$;zTbKWq$Z_pydlYzFoPUZ^aAS?v-j}Z2Qd1&7vRt`# zg8RCGyUy$@$Mw!GKjC0$%*%1QR{ZwTjeFGR{Z@bS^6J(2jE2~Qe?A>uebE0em)pZX zezK)4yOa5iJ=%Wi-+guWN2Q)Y=&7KphCd5$c~;l|6P=TNr(@ENI>q_x+&fij7SB1A z`h}@E^sL+M)l)84#pWjVu=Z7)Ty^PhXz|A~9*dSVzxdjDZ1(SV&si0(oH&J{kk|F@ zvb&p{762!g!31sJd3!Za(MP#>zTQW=H7QWy)m$rQEp8ltD!q3Z*dTPiAVtKq*Z|H0Sk zJGTa|m;9#ZvVQ03EusF0tiLroo?G$D?Sh(0*20&)Cj?*3&ENCTll`y6?}YO?U$*>H zUshzP-LO0DVArMZO;MaT4qkr$sQ!dt!5zz~l`_iNzTQVOAAb#0URd{mmv^t;789GA zwTFN8w&nR-Ui~2RK3#po;>jIND$HNBcP{Dw@Z@v!VINJ;A0N)>SAAE%eS5*qRQJFf zw%O{_78&x}9=17FuW=&dOuyghYc~1m2bfli{`4(9BgE$azR7KC98Y23DOHy5oJyVb zTf^5IwSG7i_l)V*g0g)o)u%JPyJR9I_K5A6ImKeOZfaU+s_*PgkNCsR+CSaT|Mpw%Qz0=t%7MwKXYN-OKw>{+NA{&a?WQSFa*x?U`{ar@S<>dTHcD(JMmn zKi4#^(ao6p<+A2qsedbf<-OXyV0rup4W63dzMYOHYbK?sPhJ+&=+q_0zqILS%^&tt zJ3}YsJBRyoi9M^+@DlXCQQy-dJ)!XD+pnv$Qag4t{q-^1EcGO%?aJ=c;xoRM{0uo_ zvGy2SLDQGLO7$yR7##l`P&@OW*}v|y<8dSA=4WjB3;9Ezc-t4=JNCL}@p-ep{Z{om zj%Ti^`C+!mL~EN}vsy{X-gDXgrZH|U+b(=uc_DflzvgWl`z2cYb>eRcZ4y)KK5^ve zUIDYiZ#t}M4!moM*w(xC#HHE`UFxrOPed052PL1b2}}4d@rs+jUgg596)JzWEs|Qk z$Zl5RJN~C>dlY4B=iP9R-Tvk6>jzPLejn{>xfosG_&oK%zFXEu(|)w?=;z=1TX~aS z=}i4amk+v6FWzypG1-yR`t7kIz7F?Cap#{tyJS;jmF2ts>CV;Pe?}+9=^qV$`rgAj zz5h~)T#n!l6A9a|QVK$`DiyW$Z~f1!+6Sy{p2FF8Zl~SkqjGC@lnR&^_uRpB$zV^amC(+J5nq9vSHvcKso;TC- z<)JXgpMTV>+7}*cj*4E}CROBLb-|7CBr@l)4ZZ@v`u=lrq;CA*; z)$8WZP1P?cn{zDq;pcQqkP`|H#q&sd;gLnYqM)pE$f$5dOST7_~&6( zq*aVb*CGCgZnNDV?-ISmy>Hi6x7qg#%dIu`*mb|o{vthRl}Z2IReZ0S3Kkto__*-X zuBDTzU72)O{rvHD`HAWC7I*%>(eT~$Y5(k?r#JY1d1@c*xR=rR`1Dtv4@$DeE=s%? zBA@3t?a65Pb#H6E!`955djo6!+t%AC$co*5Ex$3{?pdy*uXyBxt$!l#>c2hw;a=&o z`BedDpH|!t68)dBA*u75UgW<^$08mcY4UWOly%_V)-TH+F!RbK-U)lg$B-90t<$cl zS1QX$=5E-EW_8!8Yu+sS?{od{>3`*#zmFOnKQd#R?!QM#Kds-_#7lhgU^x2A?&r_E zp!&)G3{r)bwbh7kla0Fdd{y%$PgCxwa!Cm*WEY^aKJci&(?ZJvbbd+rA|I}>+Lc+UEM zkrZR{yvbQ<(kBCA-)-N0siDX0Ubs+rPxJa|&-w#@)?X|8a!Jf=wSHO_Pt|-=b$OGf ziEK4$(p@vGeD1Gt+Lvo5@xiR}SIKr3ohUQI!@>tHc)j_Q;*(LZIIgwSwWZ}z*6te3 zFOrX5?35Q;psYDhN2>mkZ1Un)oxkTElez19;?B*rllUj+s4JnE*GOi zoXV5t^EwQ+uZ?mbhpuLiltITEeZ*Y}FeNMCFI>Z|;;MEQSfRE7P864ou*dMl{r z!XnF`Z)+9i$4{-ye>{D)`Pq3aZMC0Uc;@t-YVWo@?e2d0&Vm|E_20hzr&ktVG=Kj6 zaFFtc1cBwfcJDr|pRao|((=J&&G#G@JDP>%>wo?D!gKR`$?_^wCExnPmXD1+qS(8IeAf$eFHV19>vOR2t`X<&dB#6fa*q7! zTAcYv;Fx^h)gISKh1-{|Tsyf>Aa_#pYpH4LmmfH@R{B}N-5J-8uuJ?|<@!6YGRSY; z>G|JG3Iw#<3eVr!84&a|oj|IGU1-fX)(-b;$zwE3!}E?;->xUjkDsWmshT@U!2 zcCRIGg`ZZdo>z<7oYpUsr~i@qeU$U=y)gNX<29=uI@~;>&Ro4uZMtLplgljeMH6l@ zE|}feA=&L4;aOMt&@MSICavSV$h-6l+u600ilVO0v)R|Kwrr})Ba!qs(#sx8UU=X9 zwEn!^w@Hs4&(gWG@3&)TY~I&IrE9+)@^v3oxYzk^)1@jNi2_QQ&vq zeRfmz!<^&MOWY0ICob??zQw;?|^KB?rysk5MUB( zvQ?1d{#@PPKTefsE&S6r=h@_p>F+mP>(Kk7&J_RjPJKu2ym*6MT&wy;|94dF{`S?Y zmC-mV+pko;GHp_LO@rp6u3~%P*QHB(g5+iA^Ko$;5ev@cDZQ|N^TB)0+btIDZa!tf zrQ4G^=i&c6#TEMwO_-SET)jz2K+^R6<*5@t+ILSpV}f}qu{rcqVlJEQXObCDsH&SA zW1BiQH8kVW_esr5FUc@cFtacObV+rs!on#EOhR5Yi`P##=wg(p&pGqUt)?rXMb?Fv z(ft$WC+4LLr>xwbH90T{Xq@3^;d;1vqonghgA?~H>}G2oIV;=M;Qg1~`6h2tw@aed zHV=_Nc1HG$ssjv7hZr0UH605z6$BJmSiJuEy6o^|49T%wn9#sy?;y#xOY6dwLe$yZ?^CRlGx5B!!#(#SJA{MZFcWj@t|x1esV`6>9$p zHU%FO>@1loB=F(Wr$^gM3!l61usl)tk!jBY5BCPeBeIX4aWXR3P35_;wY2e%X0QBw z-h?+CrTZ}|)^U0{2$)9FF|#QLrOl|C^2 zli_oi5dR_m;lGOiTr92s%eJvL3h1rdRv@o&hcSV_)sdkp>((ESd=>ozVtoHxx3un5 z4*0ii-nM`lYh}AWSeHgO%v!{FKrHm({9kt*^8&(`SnszM`L^1vF+MTi_!=&DZRMC4 zg@Ps4|JMHrS&%0n@aj%2%RiIrl6@cQn|}Y@yQ%%q!EgIdF;ws1nsH#Ezm0;FR=tG= z$N&2?m{~XlSiQPBJGqz?{22uDCoDd&p0}qqMsa`d{=^Vo#=3PJ;SIK{csv-c$Tj^s z@V$8Z*A|8ed2$mN_Ww8eQ{1Yr!NK6{=+Pj1gpup`|MC(Mo{j&rdtdFBz9OB#>2lIv zpq}B+*I(Bsi+Uv{u*f|7od4^+825^(8Lwu~`0z*bXS|!LYK!@Set!?41L~S=EF4^1 zU5rPLx-v5U?^&GB{de;5`X5;b-U>3D+<(b+?&bTM)&DLsJfF|_km--{G(D!JF&qt_ z?>p7Ah_E&VX3E=Dz&>TsPZrl7jY{9M*WtyeR^+DLhS5@NC-{><8jCB@FokffbvUnJ7DBt-|ZyM$z zpwRHisiN_1LVYPu>c3n;v46=w)pazu1U5L!YCX9>K|rhR@cP&MkJu_7HNJYXpU0tr zfoJMp`#_NwOs&;B{&PF1>OEj=|0i@^{+7KLOXZH83!nYnE*AK;{{P;8wL2XY?gPs zx9G&npZ}HIX%`p1*I)I?Da`l^_k@g9%(K1RYg!LaSGVO8a5HGSmKbDXoHqGO_9jN= zkICLT-hEfvKZgrG+I#4>zP)&TeEH7&XpeWyF$_!7RnAD3oTxbZXI*X2@@Hq(ygniL z*T>ISHSeYV{~XuhvXgc$2$bO~q_;iwT-FF-xw7YljJYx;ejF zeR7WdEF%}^iF20!yd~Qk>-oiJr;=@F>#`%NlWIjjZ~XD<{LMuNzdcb*>{nxteOf21Ee>-dY>xPR~U*%pMR)%&dcaCz>u?Xt>y1Kl~UIkR=moS?G# z+?>Dv_CC2TwJ80)hwskNqZ7VHad+fNuRHSR$W4XAO*J}yzpZ1xB*rzVJ6NZ4*`Xt? z$Chv(yLCGwa#zK(Ai=JKn^jy=&b5p3=ucmL^w_-9ZQD*P^JZaY4qw)HA(UsI%A_m# z_e@{x-IF{wrT%%Dib6~F+RzKB4}a|NneHsCIf*6rp8u{}fkyK=ErsUC>jvyH1x&zwU!9zt)%s$N#djytIAq)!B7( z5@jde?6sL7mBgvv7;38CwN0~LVo8VLMwu;F-&y1yEPXAzIp3~+uZqAHo9SXVxeB-5 z%e?gW)vwK;Iwx^GkTX1<)UxD5TCbnM?j`bKj$1M(a6K&VtZvyB?7PtEb3vVn`|q?r zx-<4%GfKU^3k1$i8J@Tn)q$&g=M_~ukX&f z#??}_OMaii)bBjJKR?L1m$$R`)>}7yc=YDDbF3QMVVSF29$#vHbL~iE&*k}VGG|8` zsBMitB!}tgWGVhK+4Uwdt&<8;)6>*zjv}=u+<|VkfOLB6ox>z4yU~Y4fqWJHj`wugeRr zH&@xa(ea$!lymRoeor%fvhYCVexZ}LVQyyC*Pm3*oB#jW_xEg!+YZgYaw>7g%UE@x zdl6SlERGtV5c%5P^>nYP^d;Uir!!u;pH>`ZH$S~TJ^=~z71b#faIoTpJ^2V>?i5p#K`>qd2w2!vcG5R|1%qlzgrf1z3 zrz)I(VtLQ;nwyyWWFy(1m)mN8ehmqK_p_kTe-W$JP0?D%?+s_!kF4Z6x=VA>HTOd= z4Uf&2Qh9S*iE)b^+tR?qwN)_>dt0tLe7t$yILAe>;vqjrSN#%+U-kPGtSvX*|Jprk zlUitDO}*CU&?nR9?p-*=ZkM_IhsS3h1nt{B!M6QV=lNG|bI)EleRDcjn1Wm9l`4z1 zKZN@XW}SZ#bunD&T-Bx!cJolK&uR@*K7BX1$N!7t>hjeg^XD4gODz`ed~A1cOHA6a ze?|Wue?9W(+#6+=>J?v^UT1&X;a{(QJZy>3hA&6fUVpdt&BKSbOrFxx*J3Qs9Gm~E zIhWJl;M!{b>C2?9X*yf=MsO_^F2A(iX3fQ(qz|I5{hN1=C5-9D;~GcCx{H^a4|B0@mbCGIS-imI#dT4I+nnJ)KAcK>{N}jjelMrH zUG)K5*7xPSn?7~7`%i`~*IG;OCY`#l*8l3V)6v4tiFdb&T81sR{#3k&MS}f!*$JnJ ztZB-f5uet^ZAoA6E4l6AyNKqLNrDHYg8w(%Jn&U!y?W=nJy(6->{;x-Yso>Sp|iqLD-wk#ymBd4m|?D3TAw137y4K6`nm6on{2qFSJ*#s z?iBy*S9@$n#Gj1Lh5z_oKfk^bG6#<&Rsp1<+p6#Ko|C^; zZsuAN__M&!Fyf!{UP)Fl$@CeO5ib9CZhm)I?Xx+1R=1J07bCCa?sL4_wHDcJ>~l^R zPrl~VoulHwb9D7^7*MZgAwyZGBNC6Sn!cG_nqH*VfOQ_;b0MUbWHP z-=~CUgv1=UF@M=D7O#r$S)9hM=>_$U3!e2f7Rm3FXsleycd|3)Qh45-uUBmEq*W@2 zIRyM_{UESh;r=Sm4FMCiUi!vJ_5UxEeIB;@<(=(YZ?HeTYVa{Yw|ZCmlYOi6Sk2fs z*~@SEQ5e$I<2LIhgO}y*mA@~&u2OW1# z{Wj$NyK3HK*BdjV>svT8x6i`~pVMmXEFNunyrX`ybK0pr#k|sozPkoIXwq2cV58C( z9r~qC&Ei$Gp_1a^^IkiH`o6LS^Pa!nSgAGZH|rwa+;4rsZ>;U^&R1lAtoqorBf0Yk zqpm)4JO9UZm3Nx1rMN8o^LgXN^J-P!UvqBpO=j}He=ja}hrp!6IqDp1Z=BfwVe=F_ zzpV8eDl%&Pq}6n&oVd$s$5NciCKTLkV?3I-U1;&kOoi7Imt+M>r%sxz z^DkJt(&6ekWBc{iTg{FvI`mvMtDSH2U0$X0Q#O@vE84FyE&Oiu`=n>O#+522=NSK8I=EiK!Wk8EE> zf4@$wpSiWO@zI&jddD(vHSen4UhO^ACR1V2tOsc`4>`#5P1k>CbW^QQWv{_vZ{NFVSwGgV<%UAl>6gy!^dy)h44DhrwS2a-<6p5Ugq;V zA@Kft%c*m7g8NcEo2s8@UjMM8cxV3y)+FU`OmA%!eyF(BZk}!scr<(Q*F&o;W-OSj z*O?^$=Z?Q=YtoV>?^lMO5IS3Brde;V-TLy^Hf3F-_h+upyn1uyRj-u&)0kd!q}&hs zv3S~&SjpFkZHGR-IO+c|J$>dnAA{yw&sVa|-<-VR&9&2-EHVBUX8X;%EWOK0w}`jGs6>a>}!&mHG0w7j>arK{gJ$n4$oy+4i}^sW4R zMCV4mglt{Ul!ddqi|xb?OkFQfwD936`MF!{bJyB>#NXH0^cz~% z`B@z5HAXK^-ixs=TDRw$XN36L$lHhZ9y}d!|FHhdOM4gRZhGfr|6h~;{^nU-PLr3< z{F-&&SMN*Yt*vTG%9X3?t1>44U`FUBz%Gy3%0cL&}&DCxfGx!m%dZ1F)d zZ$6%W-+rn8xyCkoZNG=ByiNDj?8{qsEl>Piyw9oa&7C7ZwDGe7kum@*(qD*V^N44tL$^PmAgF z3eMj9A|dsTaUpk*HbFIyn)0bz)icX97=vjZka@(#c zRUXQ|ey>hW5pkSUdOXMZm){PdV6HfynUeL9O8fuqYTHu7xVf;aVnd577)PTn%^YmTRWp19^#l;3tkGr5d4O1Mmk{e{TgSKNs*XT_P9 zz6@7?(eHO&oV)GiR%e56hq=B6-#j|eBdN!@pMBq@C_bgr>X$$ETv~6tBce=tN&Oyk zuk$ay*1wUl-Sumo%ngP6YbCGgO;~hHDeX`^`;^f{z&&?ete2uzu1l`uwXS8dq>1v$&=w4TDl2Pjpo5!zA4#>2>mE^v?VA}s==Cuv| zuKDKuwjoNNgOWR#{BAU_|E;R>bN%zvx3<5{u$}5)# zJuIKAMR;SnIRXpQySC20@;k@T;+1Cqg^JaC)&Kb4&Az+0p5N=r=hQ1(Jj}N*5_{hx zZ!zs|?pA@>i~1ajAI8otGkH{TC`4fY*N^n)gj~n$9_8YNn zUJ|x%!{eLpE_QE;YPnif|3u)k)jbj8>ZLxH)-F1_qTTtjaO(WiFBd#WO^wf*WqT`o zr?|)tdG!@#J5Oi$uF-fC*=xRK;q=#*!QS_ETHbj!y#M`pa^dM${ecfIu@~+BoxbzM zw4M9xCTkY2i4ZvWO7ywqMV}1|A5A|#hgqlYc$d-TfB$!=~VN z)~0{V-@nIm)xNsqtgydFSyEor`XiTw@$T}Z+ZSb9yH=FPUoQN4pfy5!u3U6=|AngK zhIX4%Smzd3$n^aPHaNYO<3EepvEZ+zdp69gp6Pbhbo$xn-=p+5ZuQIm*DlbRSedW9 z@%!z$we>N}GMX9h1naA|uYA(mm%aG)w?8q{TD>CH-Mu(-eMxrhw6^nil&`j0+b*s) zT$lIsoE6J@(G8+iif{7gaW79l_{%M6g4^@?zi&!7@$D#MiQ#S63!8o~WK#gQY2}0T zl}|O(>lBxizDy&BtEM`|O2T zI-I`SPw;ZP>F@DPReWbwapRkf&--7$OEz(ApZET}SzW;CPGOC;r{?_4di(d$BbCTU z(`|3oeyq-XcI9Sox_Ewl|F;TJ*N4hd*;yN3GF5&GPu_U*bxYW`cYk_!F`1t#ekf6`#ht5jvd3Eq)xs#t^Nw!?+>FDkP znP+crgz{|nH`@Df!lhZ2Z=Q0^GEqD2ky5umso1+<**w?qa>3hD{}s)Qe%3!}JE))B zP-OYQZSU=)Or0LTXKdM}ZWnZQ>$I4J3HD!hWuN5J`fhjLY5k6#kChcUT03~xm|f>( zdboL0Nb23M_DaPmS4=(}34OGn_6yJE#5r?veb$t}p8COWt(tgW(hBCQ+H#NYJ)UvO zyggMsLw2I_$Gi`wF=elR-uo`=5vN-|uRee7p82<%iuTueEScoswNfo`)yl=8uHMh~ z_g*qSbKORGUBZd=5AzIsIJy?xzoEvHHgBQA1N#S`f4unS5#-}oak=wv0`ujJRWbQ# zQ-kGJP2}TSy25D0e`31F1D>+Buf{!{61R>VzOJvy);pi=t$qLfYtOE4 z+VjBEhkfb>i}U*rys=r{+)<=|e2M!qu}y{&^A6WKzqT_+#nRHMzgr zi$C?g4Af1tGWwwOvw5xOWL@LEj~5r2YNY9k#1=Af_D3w6@0fW}`6*wf?d_AsmAig_ ze1HDRx8%Hp=k=DX&wd3?z7kp9u+Mzk?YEyw#57LrF8JoWWH-|V*8X$tZ}aLW?OwF& zvF+BzYhknRhAXEl>DNk@b^UF={B-BEWXt!gmpDtTrtI^amO8!QvHjb-TtNaWjs?Fu zDd9CCciM$5yf;?-df=~|W_Vk^EX?ejThEH5n-VjFuX}8d|90b5If0xHi&hiXN z^qgIGZYk5u*}m4ZCokRGIIjToHBPo$AXio|oBWzj$w# z`)X@*>aN{~z4@Qt+kfI=t=aUrV}sVM54#UVJ&*VBTzyWn;jr^hv5XDdUhS;0%xLM2 zi#OVLMf7HL`Od>TKNKlVl}Zj&d3?Hdp+WL`uD5HSyz2X%*LT$0d6m)ioqx}2*WJJR z+x%vc`LX)7rp~sQE7OV4d6KNu_)e)216={a|*Y`NP^W#luCD zQr22rc=q(bYLm@fdjGe3{`B=+`M{!n-N%Zhs>_1(CbuhdcgdevV&h)6zh$WWW?smnfRA-Yu}U; zJI?s2I)2mUN$=Hp=XgDxy;JJ)1Ao?DHSOYrkbC_Frz~5))!3)VWoj9<2(*L=*=c2- z+*5DjwYuebeWQ5X8y}CY*@gd)YrCeLd$#UaxO>UOFT2ezy|BC9mHEfQN?j%@Wyh0= zwrW0dYp2<*O0(UgCX<-{;Og^PTCe8cEB7mdv|-~F@=7!+;^7=CNkjZzq>2i4F zUs`gqU4)Uj<=)cfFIszDg%qZ+IK9~GnXlw4D6phlU`e>9lIyO9FIo$jyxezgoKyU+ z{+{&Xy%P;5z1jIJs(S6-=YNFw!eW`@Dm6YS`mlC7eCGPlsLJT7%N#7oz$5mExtX=o z!h+{vM*5BT86Af?+KSqh1t-=2?_SW+L6cAuyaZzPGqH-|7 zL4ar44{^cHNi0(o<`rlxILf|4S!YuVx>*V?OPoExTFD!iST)*he z`@&`heT!R+7ut6o4wz@4@gY0GLHZHXZ(~V$LH2|f4CViur4`;@h!YUuIlyqPAX?&( z?Bs`y4Tl04(uxl__zGVrY*qX>!Sug?!-4yo8Cia?{EK~;|82cf!IAeV9cy(j9Tjc* z(5U=|(Rzn5&xOE?Pn@e4J2J2^{&j7!*sWY|_*1~2KY!LraY7u& z{{7t67ED>+vpH6@YyW3vxpS6z*|IOwn;JX*HQzjZp@Ad9DI_F9q+utcL4Gv*zxb!T zwK0kNo9mhOC!AqntXt<1et^%IMTa4e{cw%I&z;UTi40Ot8M#0FzTa5Cu7ibzLF0}X zuT9I%!-6jVSN1g~mepUIaoYXhUdCbrw`wMaAJ<>szprEXsYyxjoZbJ0|M$iJ`yI9G zlvY~#f1f|^XEZTglKvnp!cd{w(#pt~m{{oG)UMq-?P6SpI^ZIf6da~BOPLF1%KTiizNtd(0%6n;D7YX{lWk8nf`}9{lE0% z|2&VQhj0EYpYgi<&wmc*mNzFORxL36b=@f`rr}5aD#JJZ>01*5cC??acfWc; zpojm7;5P}~&s-dz8(ZuDKPV^{-C@qNirf9R)t|sK@_!EMFSk4_Xb`)^`p@;ntdm*U z{)h7<>qo1fd3;z_`Sg87iDS0^?}SSxcDMZ7G;=|R27}{51v{67o>?reE)4dJJ@N|; z-rsj(`|(r2!$ghsz!?dK8;XH0``3x`eAs88fqg#GkX6QVqoXkB_c=r7g3IBMvj#BR2`p~?6e=fe;m#Vgrdj~`7agjBdJufPLzWH`H zd*iY-Z?s=H26K0{NNarN;dkE3zSw@<(L=(1B2kZDoUgfdM%aj5T#Rkgud2(fe4kCK zR=H@)1zrsPy=rsX{^~pa{*&h{{dY^YJJ|6_#6}gbzkL7rmK8{-R8$t zj+st6VJm9cBU1cEPWJ8Ddzr648x(}hS?7GDbjPK}7kldC3jhA_%G5qM@!h5ZM~RSa zcSN>VZl1{Za;nv7PxCW*=a*bwer>jHn!1(Jk=IjXF1`>GmRRz8OK{7tzHTGVtQobv zTYvgE@9Y;=Y5bhFX4m~H(}$~bZY}+=!1+@G<2IRQ(c>%LPCmWz8M{C4a_9TWucv*w z8@1uV^N&U+7SEozn&V}C>C?>zFGsFbD6H6*UH9?xlM7}$4($GG_b=fC@3NfmtbFN( zG39fYsQ9hkyJGS|dEWa=mf62pJu$~CYAN5LH?!`!n227Tweq?v5E1fm# zccMXZ*wXOqlgV2h7N+IIOx|W5{&3Ec^NNpmeS729eZ%%prP1xzPp-bP-jQ~^{$u6+ zVDb0gH^p08J`ix3dDka1%_ks9<;Sg+!VZdOi!L%OzCJ;bCFH2g_M%NYnm2yed*!(G z_sX53t#?$@`c%`EzlSRY2-~zgtaz_>URcc~qAsGOWY)PKHnwvn&-V_x`%6jPBrAg&z*` z7P$G{5UA$d=N8QSe5c)Y|Il;#rF^@3*BOTG+;!JsN#fz-YaF7=-<>GG7C%V$RaajA#i7o%WU43@;3j01Ko%@$o-I{f>b&XgD=ie>gzkj~}Z_B4{nMHxu_MQ*wJpXIi z_Z(H7|ITVJR_va*M6vtR5s8Ftf|D3NJu01+BQh&gVAtg-=O-`D{vzL5-{Y5SNndtI2+OPA9%j>+~Dn*s=UGmMOChKp^NvKaZ%A5X9Sz>C3IddSp^7}Q~ zsdm<-C$36p->TES7kyB8!RxmQ5n7N-pkg{mcG4` zfBk#mo?mfJZ=F+8T7)-W*q3&1!KvD^_E6d&mdbBBOY|~wPK5}VJcT{Ux;Zhnfh?Ll(F3P+v|_W8$GCg zT$M6=&j)vwMbotTWslzf{LUOzZ0UbzbjYC|%1Io2WL`VbNcc z&4(r$RsQ)hWnpso?VVebr})OcH4fkX-sz{rgy{}f)%sq%)cX4)@5aWhEbY?gR(xvS zq^mh$cD>{xjnx)aHG99-PN`e)PeXNY_Ovg}nr`}+4BM(YXIVPSNuAXVW9z-QG2~F* znxA1?ZuLhB>;HJP=veH>8RnCIx-Zrd@B3I-WG19CYie7I)~cuHn9b$)pPIelOr2BR z*J<(MzgK0JY@IN3cJ94^mf|A6X|E)cPi+!4`LJ{o)0$CM0!im5NhM{;}b3 z@tR*Ej&ifvFV1P&d`Gi;@MGQ19EK{2Jn5p-uSCVJS?ZRTc;2y^37k)lpzTRtt<(Yeb7hHVq zY%P40L+FYU<5_{LyR7O(@1(2!u=|l=uzc=;QxAE~RP6#)&OYj#lJRfqgqgl;y{5HJ z%9%9t$jKI!Js%ftxX{6yU1~1%IsEHC|HZwfoXfMDncI&(=W5-U{p;r4l6%tD$FDf= zJ$n1GV*k_b(ukAdA5N7o|GDD$f_>}C=FK}M7Ba8WYtx!dHfJtNe>(Ow_TTyXs;`Ia z;*#w%r)V^HOGg|%Q@iQL6vkDH=9?@j3xD?F{j(Lab&GFt{wrF)Jm}$ssaeljp00~J zWypE(N2b-a$*roDkH7Lg^(!jsGWxst=Ib^A$70)gzQ=u;o~@UCV{pXo?(%1Q^u@c6 z%1w{SojvJ_o={Vwe`oHG?%kb-Pacb$%Kx=KH={xJrci&lxXbfRTc%tvn>{n3`tE^? z=Xm;@U(bJ4S=TK1y?vck_KywyBKLL~>C}DXb1q(Kc{{a2O-jWM&ja1tN-6Uq2;1`%>0jyF8AE+XXW)cWY1L9AKkI}$DapB zv^tY+HFy@~)oo+Ar}({X>XRjDQ_8-XUR%R4KW#+ zWH!aUHzPQ`;RX5|-TX*wc-_lUNb57&eZY3ip2{++ny?1)6c*@i> zUS~qYzPo)@(Qzmj}W@AY$6 zLg*E#Zz|t+?3+7_wbcLd<%&0L$JaZp$)9)eylu0Qcwo=_A3Jt*xXij@eRKCT9!~D` zx_uHqR!HcY_f>xNl`ZeR{uf16csoV!oW^pUbn0Gl%a`x{9 zfv%0~W)xI&`YR|}8;j(JynF5=aCX=GJ9BmFCtcWd=jYy=!E5F{RoJSsTte<*=uHLQ zzzgbK>om#@E0n~4I!=;OKDj)ZMY?FiueB%B_pd2@U2^jFw@4`;OW)4(pP6r8+x+B= z!)1T#CXPLaOCkzAQs;CxR3DhVs(9{M*EO;S3v+*-)x7pQxYl>cHK_;B`tR+WbLW!H z($=}3Kgw*Y_qEj7{-LvE2LIQdozFzuK3aC}-L{$Mugv20wqYXzgzy%_-A2Tvg^huOHf1&ert#>O0pvpX)b2Pf!2s@%h6| zu|-vrKkV6XtZl}1p>rOGAM({py*=?}ZQ8!M9=RvJ*cu)*?Ekp$?U@!s^RT;dMmhO2 z9g>-s7@LV+=IO}Rbk%5y?&w!IvL)-}VfFJD@@s5D*t8?wo%`b}=PDgGX-r!32B-7=%g2{-sJGQnRof3R7Ol!$Bf5qOn9a87b`mEXlZ!auoR^9z?x`pnP z7V~AIf7ZX;kg6dk%Ie*d`{u;U8=E97Y`f~iBK?Jau3UVwEPwTFr7!z^stlOiw{%T=4*C4Wlp-i zc4y1{J8zZX0^>}B%iD~DNX zTGQ-@epBnYr@ins*(QI{;;PVuL({JM)+xWd@=xQ}#0l;NMwtS8uPLtntr)ng`FB?Q zgJl1Yy9-a=c7Bk(=vs}T+P`Iq!A&eXCj4xWi|r2+mw%R-5xMtI0q5_oz&octq$odL z@uxTLgYo}+6JrClPF`LAdit#QQ$KDDd!~_m+hfXO9_iTC&Qt2O+htwWE))1Uvn2Mz z?mfEJRqFFzMX%}YdaKX$E-!x9+KkCZ&&0dt{E9MUlg3=?OAaz zMC|^rPai)0DtzCzXS-v)xN1H3SMH=MZrj%T&+dKJ(R9 zX^>fVa|(OYxi632eAwH(w{4BDHweZ#LgLQ{3wBvlR0w&)2{7H@MA~;dV9qsR!qbB*>bLpcda>;zTCQ1_y61FAE`?xKQlj_ZJ}ErW0XGAb*A{++sCu^%!_^8 zIJ-l7Ld&}2F^{(CPjO!Nb?Yh1lCIw355`xG@1L*}xK+GjdRVUY^0!A^Yo}>@|K+-bxmxJL@D*yU!BL-#v&tvk-Oh9PZ2zvBWAC~|xG%`~Yx^ACdwqdSr);GA z%r|rRW_=0Q>S|$?bPbw3Gv#nOcf0u3sIN`wE8=Wc9ebxZYlGUaH#zbT)fPluQ8xJY zHhXe;X+rI+`1-U(S^e*y|4mf-y5^3TrEgT;r+H2XLwZHM z(i?atX1<84{l{2#?Crt1lM^<`p7jazEwg=JopJ8%LGA^+GP&Dp%@@o4*l~9Hguq1x z4eYs7J#X_xnc4ZD6s&Z7wq$pVmiy{_IVZ=X*D5b=jhSC)R{HW}{p;j;Yc2=Rd}Ud* zGd(eB^|}j+-}BDiZus)>=7-bU*T2~QXv$;enHZGM4i#q$ZJqkfc=@+0 z>(d1fP4jquHtozIdlq>f1N%M37iv1KT{$B{=H56zal#zk7Kf+xT-)+4i9DIeRT{&c zx_k!Pj)!%cO4C=m>6zc(awgrhp7)Hm%7pYOA6d8k$mf66(R+1e)lsnw)kOhT{1u;O z=j~lT76ngygCnzg6m=Zk@K-zj<{s)5qP`Ieb(zJ#TfW-n+jXz5u2{5C!}zY@w*x&9WqbBsz3!Cp zTx92)X+Pget}gqj`O>TEU)%iB;(HBi(zL6uB)@-cWd3Xa29dU!sP(b-QXz(`jRoVX z<&{71nrj7c_Wxe`?!~bWakJyU{8^Fh%@f?)cw9#{`OKTw>zd_#>H|JDpZ()(;a$2! zNz=K0D{I8x)Gdn+F1jArnr!Ev+H`oruNfEk=6Kz?p>oCi?Bl~%99{0DiTKuT4tKi3 zT_P74a5?H+(TzDmD}ODLnqhJ(@OJ<1bDJ`^pP9+~`kZF$$t(Aq&+*%P@jaVzW5rY# z?T8z4C%hgU{1)-(Lsodyy0F)&_1@youV+8`wexxY-1c2g-}N3Wyz!N1iSKtMvuj7R z5A@F8qggh)Y*o(tIN|IYpU%ZEJ#3hEWb!$_M4h;R8zu&~@8y5cSg>LBSM`uh3P0xk zvuHnkDYLEn^nL3D`DK33YFv#Jw&|ZW=93DUZX{W@@uIB8>*#qWV^?RgO?tas{fx-F z`oAoDnU>ew_np(dI;JA_T0M)lEw9wh*xn_3)g3mgh(32)QMT`5`Pm@(tubc)Z&-Jk zNFGo6djCz;s`>yw^Y~q?je-VK!k2i9mgbpw`rV#8O`oIA__x+C-siok+dq~{9zQ;1 zUZK>zexraZua7w0%8D#1TQy(!{M)2gPxrVQg^1K&i`FUMk)Nk6@gZo^j2k;7X1r95 z6up!ADVkrV+RA>4ub|tK?$Uk5|0bQT*y>&V?xcbEWVeMIZhNG!C|%h$TV!EP+x`eg zk_c!h1KF)gWfIsh!d+N)qdL^FL z&n%g#x8Z8OMos{XaL`%lsAD@uIQ=_gpsr&aM92=*se zty%nPZmaXt06}f3?3_9?qeZ&+E#J-E^1R@fOvB@bH#;}lR`nO1IrU8Jn)bRYU7gm~ zW9{bXJ^q$IrQ~6X#hK@km1$Z5m+J2>;jMe9ed536A-UDNrUYC3_pA>Uat^9o`T4fu zs`bW)J_RgFHx>?9ys~cJ-|5lDe|GXevA?@=?M$z~w<^{@4>md29r}Ln?oO^dKXiBN zMC;23S5@b1Q7PRT`Kh!*CwyD`wMP%@U-un!yxpE~Jo|c)`iq8lQ|6x#yPF+;XL+8X z+3E|$$BwQ)yUbMJvhdC7wO^-kZLROu`KNU)dF{o2US|ulZx(1jk&xc8=+kR;E-{sr zd-r9p?##E`y3KE1-`S|z2T3pD7(^vg`vna-~cmw&yu{d;M4r5*p|otg#qiLIh}`4dn7 ztpA+#RDF-go%>pU3TC&yE$#pEa&c`~O#RQE6VbXwL6_uRXZZ@_&%bTTd~}OYVRc|={SwxVi@wa6|8DV)D=9&nD=Jl` zGHm`!q-^#qIa-@_%TnT*YWeM1=?5oGE-nmR7HJ=MYQ@g2bL-DX7#vUC^fc?|jw^e9 zZhGe$lydOYZH}4TkAojC*dfGw$b7GBT$tQ~$vjV-3Rke6(u`kO?R2&Bs+zUV-s*R9 zKW95|&c7~u=-i`!^{Z#=uD_+%d@AqBTKBlrADg){j$0k&@bcz9>1$VFb15N|U1uie zn{8V)a`KhdE_GVUCw)fr_vg9BO8mQbuh<@uxi~L#_j}!7@j$(QJ=5Y=Fa20_;Gxs~ zy+3d$&vK>ar4*MGr6%TrSouj=%v|Q?+iO=aPM1+P z$9hn*vAH2){?63Wz!)-rXJKLinZGNA%->x)!g0y5OQ=fF=|yOj{v}6_1%{jgUQC`Z z_J%V~mTY@L1g zf{TY_UtPlmhs6a>N(viv0z&T}36kPq>ux-d5XfM@T~p|J&kt_q9cKk4bcA~AC;g3Q z3FTqxI-HypATw`yzZ+xeowoM=5rnrOsz-LcPxIu!6UHW@`6h=f5w9@hrf!i z|0;4Y{h!Ahz@qZ$eNp}9dQqoEb?VNE23xwdMV|J$++=<`;T*?;#x^;Q=dHplPJtid zT~^c^i}jvwuX31p?gD$oq4(z&I`F0{D~Q-Xxc_m30na7TcGkp+=k~ja{0n8PKlMsu zht{p5tc`~f8TbDRc1{v7__MK^`~S{Jb&*@bPk)yuw!0jBTgS^-UM_0pta$g1;H|8B z%?geW@@M24nY|iPRaB3rHgK3L9O8ba@Mra&mD{x+)t3i65$~CQ;Qn>dw_IBe^EZBQ zzoq!Wo*`c63Nz!8#5;oj_Wig1a9-5Gg@wcYP{9Fqj%pRI5A$DDNF;tw@7-U+bBUXS z@$pu5CYJxd{`@}4rmt@y_4LhO`CspUi<(^x4-LM!|7-fA`r{!X7vdb^6%7pnJlvd^ zG?bKd8K+E|#Q3ZJ|K=V=k)PXnKhzg(4J^x8aAtnq$Kzkt_u2mAYIwii@<-$UHKpvm z;kryGzRORHZdN^D@Mrpo|J$$BFaL92W_Z-*JSzdzI?g~&4&?My5NU3#Vm?q|+4<=G?QoWS4~s*uw@+$3q#z>I?$7ur{R{i8g@z6B z*SXlZb}IzFyAiMPKz?fCI|-h9iS_$g8}5ILe|^8qO<|9K!GSL2=?iO8V{XkeK-)S@4F1)R#?p zXZhxNU#;p=4tO6Ea8u~iTibiNTix%pES~wceaWRo;w#MMCGRfS!>`!(!EW0O3-0Mz z!u8R5@md!7$Mm94u3?OAXk`z1vr=bA`zgz_*)1EVy@`o0c(1#5<)ci42_@yhxtkXj zABsr%v(PJ9=JLkxOe%Jd|GvrbFAGnfb;EC7UUh3qB#W-_+=3416 z_IDj=eAPY0g>Tt&JwcmdmkZ~7Lnec37pseDK z|IKU9g>PmHpVO4-B6WRnQKF~%=Gj)OYql=AKZW7!q>pubAN^we*t`4lqq1jf`bBny zYM#_6n)%f3+x2SGEml(Inzs)xp3-8$?41(-ZCY*D`L49DfqC{{KCHT>zI4r!-i}a{ zeccAVD^4tamY7-pgJG_Z_T0R}HLuc@_CC|yp3k~#^YhT(ldP`V1o_{)dbYJx{+Z6kw@|PA z*VU#&ON#sXnL~lc{pIy9s0*xGe{oO4j{Jr5o-Zmp(=J=Wk$Pma=AZM*9L60nlPe~f z{H)t?M8`ALf3ky9%#GZ9_2Zgr4rV1W$S7{NTvzw!!7b4cyRB&Fqague2;!ahA36<(Y+hcRsj~+rFg9&ro_NTYJ{| zzuhcmKfEpyF@qj}~v=b$OW%^7m~H!h{3QG370vgIC-2PCEUIh|doL}?R@$-g=KO<(mWlR4y!ofR(q8>P zle1Gt_@Cp}!*g^4zHSapu#tGuu=CvtUB~XSFwUx3x19YSaWApqsJ!#gXx`2j(~n0; zscyaXnC|r-ucYwy6UV6 zHgo&0gnpWL`rvJinK_K^e-(5LUH;wr`dZe^Y)5F0UEsQjzc;=Ymi<5JcnafAlcksa zZ*)(Ojn`{`IemiH4Bj2wLK-g0xAh(0G@qR!^Gj7g;q|Y|1Il-knHDS6Cwra=UF~l; zC;e`1wq30HvbWW5K22o0$77}yymS3tzuyOrmgk!Z?JSHm<(Jv`^uV_hX!x+ZCL%*>+M|M>z9ShMNJiWRo{nvxyWPt{_u&NjcXiU?e;t_ z%Re{k57#sk&W_%oT|C)MVfORF%T{deaNl}EEx>H;mHs8i&)xs`^0;lb>9KlyH^ysn zu@CB}uiJd-Nd5Vn#*?@Yeakhz{%4|Q>CuT#dNr)04$MAxd;UB-MLXrF2my~Dzj|d} zMlD<3$5wKIK*QfeDMG5a`@zn~-nwy^4^X}Va zu?SbDgq2rqmj=XD_z5Yb-ZQtmH*?jbN2MNOMz_4ztXI>rJXEzS;=r5O&T|#YvxV(W z$Vs}NUAT>5%Hq<8cW$1|d90doVnYC{K~!~eWgd_9*Wb}oS+ug>=^Zh;W?g5+7x!nQ zh5W>{8i6xmf&0E5t55A#e|UAZ-t4U>oTj*DocNj-@$XSF=e%RtlVqOTtIMyITj4uR zeohlN|8logI@{-8Dk$~+dTz?|H!BP^D*UA9vzD_*x;ou|cA<9iyNC?aBVy-Ie3Cy} zXcIhLX2O%2$2Y@r?n@L*IsDXKxpG-=s^+qSms8AYmrGwe=z40tiTy3H`cvhFSBtuj z1i#F#-aLbO$zh$HtM|R+N_ROOcZ0F=5p#r_Y{UMUvL^M58!Mk4?r^QR`&Zv^$_B?v z_e`Gd+$Nx>bYAJ`Yw4*Mc}}fqs985zeCfw4scgARwtAg5XuarCdNJEr_*SIZ`d;zf z(Rp80w!L0@`()fn;e&CBh8fcwq8Pr`r&V{Jd->+cT8+v6My8WG1#d89xTBLPqX1`vdMA5Fm zO{<^(Xv|MNJbS_yM%zU;S2yGyS=ycdIn;TU%%YE-yna^Iop*b*i%eIEc7>&Wu;x8F z!9~N$%fxa=2cM_(4*u(h;&)Yq-1WY#mo`WEWmPP1edzfL*Y63RvP8o^TvhbZvOH9M zYQoI2R|ba6Rpt9`YFvGwdH?KPyuo_NLZOtN&qpN_)*Gs`Z1_YIo) z=aN9{ecs=q%S`X?K5TyR=(>lmCma5p+W6RD{+i7AS!LWoMICQG3p`f(CNg)AZGreg zZ66i>Z!Sv@$4oy_KgYKF%$7B|CoQ)q-}zLkIMqz?Yi7=r&#&L#W4gE~{8(K73zm8( zmjlw*RYKdJ|Cn@YEua6s7bkn}1}{q6R1#bvcH+rZ#~Nn~^;A{;vkxYhl)0Yt4dQD( zvtGU0ajB|WnbUfnri#q=AlePXsTL3>g=L+y6AwBKSOjM=(H2_lR=r+sC18}I%XyGOZ3 zU?S7CRe!5mPQRM@UvT!7qWO7|+zxXJ6v7Ql{->8kX0}-AH2yW|UG?R&vZwQ_tuLDy zt7^}EiphM|)1cTL=Hq+X`j&Eac|BWsXlcdofS+xe_ct_E{o?c}Dm?qJ$mZ~z8#ycG zW(gmP_TPTt*Mr1EZ>M^zajC8gR(!?HYG}Ul=w!P-^Lvj)8cx{$+_h(^se)y7T6|ep zMpaP3<@&-D+e^FcPgc$omHlm_8TcwC|V#e~F?+tcdkeM1WHCbeew7=tI2cP)oNv?(59&HDOY`#e0`oY-z(bWVZhuY9eW}_haa1`N$}@vkz?B`(|*|R z`E2(jPqKC0v%=g@)%Uk(^o5?-@T)Ft(^}?*4}Q%wQ?l=CZ<9TGLbPUI_PT_}JFnK< zoVGZpak;JkS#|yTv{O4%9?j8~;d}h*fon-E9}kyaYgSdX*8Q^Xs>10y?q1hTygqX8 zfBVJTzS()7YhmCv&nvO&lGk&;hHvMc@cGczdqUfnOy8_ps++S|#nx-vl#TJzXQ;OY zx5jU~{#|70^$il$U)!XuG;>#+WUINLnz)yJ%9)GY&OYw_>H$)LPwH3w_)_%Jb#KAv z>n7cvo8uk6&SBhlW$wB+^O!ckbyQMKj*6 zlQ6rz`*glXeZuAKK|d5;`&J6S^1fnzO#1v|_wV`}Yv#RqqjNLaAhb~SH=_WrTk_uC zr7AP7tZ@HU%Dcq>)XwW)*UFciU0ZKb_a;Z|%o=N_H8H8>-zz$Ozv?bLDz|Crv1$I% z_ugjJ7J3(Jb|~DRcgs;Xcf#&%QIX9GFE?r&Z;yT;y|v_K`0W0}B1T+l{U>^+i$B%0 zb(fz1tFWR(SYrO{b^MHab;~a9iZO{vyRu`>w=H!G_BnMw&3R<7`j=wwtXs=p`5iTX zS?_9k-e$)QDX|VKiSLT8!QJz>y6LvhTwBXi@76G(bfITWspfJ;|6{_(7xvB!DhVyO zuCMv4^X+rU8m;dOje1|Qe2HpZTRv-z?5*2xraiCTDR`=7>7mtvYiDp=7C7PQ+-C7t zQTMg2o8Oa@JKL9@>fK!=Z2!*USw)G}#M5oF_0D{$7Zr&6eNsRmkp?C#xSUKZ)`{vvivPxBWpdl)BtFZS26vbQ@I{huIua_TJR z)^j1>?^G-HPRf77x?bnX_1Cj^mVGni4sEm(Yu)|Cd-s$5y9B0Av~A7%(HAFTTP_L_bTzGL+FvB3HXJGQQUv@~+}l^vm7&hAF%+)whJ zo3~F>pQk-T_rg}Yn>!b}_zT$l_KI!#DI$~0{`}&T5EJJar3}V@bnD%u7vKKStGP2f z+UG~fhd{%Y^o5>2Qd9hnEWS52>ZU|OsbGo_3s;@MpT+yKVmTKmS-w-1t=T>8v5vWB zrq+u4{%%os{^b7dyLY<%B5P;fl$?j}jxR6${oSQk|J<*4%F=018a^*iSZelL*=~cw z@dAZ~39R_wBl9Y+==XQ0-o!vruTE7Z*9eg=uGRw>$Pl^0lKUdAUaDLOrcT z$wlQJTV--GLg{$Ddb#VmSG;kDKl$|RU2UBoH>LZFT)lky;ZtAEP10@p-gTv}U*N1Y ze|Yn0w{{tZ>=oZn_cy=3Yo^^Fdg|BZCnk%|&kPac)0%z%-sT?ylhyN1Z#66b%j$l$ zDr~0L;x5DA5KiSnl^Zl>8R*!6hhG>82>3R~-sE}I=UJFd9Xq&q}{mOnFy%iIKSAV>sY?pHV zxc$DSmNcFHL9ac#ejd2zdco+RA!q%%&&PfXItu*OeZDg1@x*!l4gyg(Laa1$O)tH8 zuIY4;{ZQWDA9cT)woG1`l^Aq^|8~Rk1%1a}-D#F@ca;cG)tQv7s#@h}J$?7{Hz!>- zKHgbW9kc9am=|-n-R?;X_8Ynzr0&c=t+RLig5dBSal12|&n`RHxN~2t2Io=Lxvo!H ztn2qnZ)&|IYohh#FVpqq9wxUps_gX1TD-Z*CFdIBg1HGZJ-4QdPT-4L7IGtdUHKZ7 z?JRxem1+%)^ZqiWe0QjN7xrFDuQ#io^I6}jQsXHX(*I}la7~`i+~SvZb=$-zUzFY7 zi#_AhcMaRZd0XcE_n*E}iPvBMV7_?rpJew=w(WM6^|u198eZ~?FI}%u8y2HHhkZgg zm)aJsw=-kI!z6EAky!Ea_@f(K)26cjJtx{6_>QspZ*FRj|oILB_=Ks+ecdMRNe`)u<`{g^|dx?G) z|5wMq`dmMus(+iWe#O4GcOOT)wUnpZJUFscVDJ5?+Jz@xPZB@VeZX?^itfs?Z7-G{ z_v&mt^fjtvZpB^Ua&?aVm#TBFdruO5KljDWm{p2iWs^7qo_xrElD2XRQ_L!h34v{0 z!UnxEf=~The^lSM+qxsx>ixMdpKo)%JiEv9)#Ez9-%sC2y3G^&u6`q_-a9uZ#3}lL zGbhjdlWfZk&U{f@`O4|$ne1%~@7?}=Y3+0^-gmA`Bdc2bDh<3;ibW^BU&?%E>f)C3 zVWPjftxqqMP+`6jmVZv`{keH&p=+Hc=7wip$ojQbV-@$N4y{kMjzasJrgQyC@m|}^ zf9CeRYcH2$f%Q|ODM4j<}dwPcTwzENw&#r!txV&2P zH1ons?{)ld$=l29jH-y8)we@0z`gGF_P0-}rboOxTY0&duTwtJVAV?9r|-9vUDwI7 z)=TEC-}`w|SCssjApYn5D{p)b-lX=DugNK8>vZ>=o=2yiRyglZbhrFuseO9xwmosD z_Sc138)p{0f6U$(*?;}RtglPIOEcePU41ZqxA~%(EIV8d1i6&|x%ysywSY#Ur(c9j z&tA^zzonVdixtzq`d*8eyX(y|_LwKB^Y(v}KFndHzkgo6&F|znr&n*g`s-X?@@D_E z_gVKV8@`<2(&l@4yjXQjh+O=34QgC=C;NMDwgzi>#tc?E7G$# zcivvHw!J&1JuWlhTx#!)@)7V#;_kEgHexf|jd)BU+*X6Ya)0V9lo%C8X?&bFS#lg=a z{ukt=J`eKt`)R~^lxxYO9aHYqepk(Ic$>la+bH!=dSsXNgT37D+N*RQO527X{PlA3 zwRI78O0A(!NZjwa)9tb2LNyo5lM9vx)O=qqKHXI(pgvIf(TRWAol2p>RH%@?cb;x!sbRh2_cMZTxy23rZ(b^7x;IT$`RTg$Z_Ca` z&zDwd(~fv~+SVk$k*hAtboZ=RmsjTA$lED#v?KE6@lE@mom0(M3`@`1n!BVTO-@UlA%_hwF%k49Ycdgs| zo5XfSFg@wBD>l89^6h(8!gSN^m!(!leM{d{!1iP(uW95RulFZy9|^~co?)K(Gt_xa z$fC3>57}HvKt#3 znwprJPmg%dC(EIqH+%dTe^U_>Y5ka_815D<*^_J-`0`daq)qUZy0#Y;xfRb9{NfI+tdXhhv6*kExS&;#x5;mX$4H2Q?BeBnj~!%wJ;DVh$J5v_7- z8e~Q0#s~^C+hz%9b2k>`ERAV-w!w?lW3l0iMQxm&7LJxPLZiH{R{z=(KKI{_m9AgQ z3Ie~cy8H3#ntk(pU7K$9S6?l(mA&tG?v-Xu1AE`A&kySp(*MNPOp_=$`PEeO@TxkW z_^KPJO;3+>te9`B%*M34@7UzYvkyk{#vf!UoPGAyNmH2)`S1JB$IUszwppsqm3i+g z26jRJ`CYFXN~fRXd*J6~`q!iDRBVr?@%!jYo|n~+n#VeKW&WD9W!~=(8WP&yg(H_L zUR-kFPW!!QHV@OSjO$x7uHHWR-*dKd(YonVpo5`>9w7~ zQTB&Z-!S{GaebZoBKtx_s>9^ybP)om+dP;hrX-$ME5+y~d# zd~J4~RX!-#;`&C?q`&I2{{h{b>MJh02CHqx41)T{kIRhmed&E@A-Hut^9Fj zYq5#b@5?hcKKoza|H=KdR zPrY{3YnWMUtoI3;c;<}g!HIPpDxZ2eCUO+pSMkbLITyJsdLTVXQrY2CfgS7i$R9OD z@n2#K7ES3A>fW<5xa8t2yAq#*1+zpeOV+X5ZT!+b@yQD#)Lf zcInjLJD&y%%uwtu^qlv*kEEicBm>4;?tgb(CKyS9C+8NbTODfi;dhpaF zrAQsAc*|cT;4vXu{O;l{Pv;q4Jo&le=6M0x*sL=>Pt>xnM0{J~v2R80e4&dre*c~< z(7a^6=cHvfoO>#_>ly0U>KlFf_DUG%=Dkm;kIXKcyfP^9owZFs>9gBPhkuVbw(p(xWYxrgyV}PzT+cnKXLRm3+jwW% zxAG8Q!PJC+vkK`tH*KqnCav?o%5^tL>fqhpu8rJwsg^TV-&v-!A-iH?56_-i4m+ll z`$lJ6$ZYC0%}tzj>1Md%!kf!?JmR!kzGBAbKDFN$8oxiAcIfu3X`81%;-4zgdF78u zW5?~HQ0DpCxl@*0xEl5}WX;b`o=?8@+$)yZzqdX7CN}pB<1@Kj=lgH=KA70-{p>Vj zoMzpL%tXIyvlOQ)U!3bdNnFMI!i?=FcIRbHO}*sCeWp*iFK?Y!WzP2U`C>Z{8wu|F zzo|Os)Y)GbE%!h5aNJX)SGs>%2>bPbybTuOrM>4gW;$s2bMUGOTwp)5P@<@@p!ryW zpLhLAiK&fq))xOe>e;+Z=2+GF%{|6eMP>2=Od6gaV;W2RPWncM=d5yg7d&&#=FQGh zlV(+WaEOUK58JUwgXp{6;CdElxd)*dXjp25^v^7zB%G)6AX|EO9>rFRws!42ZE59# z;c@EZ9=%t4r`9!R)N~g|-@BHhsa(8ibC&<6DXF<1gEv~+s{55&&h$`PBeK+G(oLOe z)zFn0;dcb*Y4_EC4`BZ@U#qwK!D8_@cV&#HHI-Gja#d_TCgr++gIxc%oK@4SO_mkp zzVb=5_$8?~MXFh3bFaGS#Il#dC6+q^uEx~mU6%^oGHsngt3lP@g|nv}p0)Ig`jR7w zQ!|v8^RP&S)U*0c)Uhmmz`a6)ImEZ{mGik%H4i*|ST07L%T`k6s!#ve#>H%;^)xW# zR^&3}V_ubaONw77N6eY^!(^{$=bWc9^SdgWYJP>LFePjLJom-KYWjS4;jNV_hHpOa zV$Gemz3*J2u4+h`=h5Odikmtn%~1(3dMT`Kaz~BrQc(+6$&Ll7cP*KAT&=U5RKD$! zx#@{L{V&{}Yi7*aS~({_SdO!PM|;-3ZFeSTzIZBe^~g@PZ6Qnb?oYYYeR6MAm6_zd zGsh*My`u>W`b-Nke4s)mMAF+QzlMXdjv`oh_DLw(k}1&hLe^7TdA z&YyQtI(WXrPU{_&k^K64=^?+qX(c%q`-}MQo5kyPc=Pk?;)|maeov09{W|a7((kM4 z`OhlFaJ?zCoN=N0#QxCstAV9Kd)KpFjVv{j>s`Nk*RL?%)q$m4?zltW! z-+bc!vF(#zZJJP16RW>ueyrcCU9ymdPB(!YL>EOpj@ z>Hc;5&Fc@3y4KCQp!UaN@7`TfXWAaW{(0#r!`j@H$8#3X+q?I0dA^;at^0bjmB(K^ zEAx>4e<<)wY~QE)7CqOnzzfo$TjFb1*oDm(oA+t$u3fF=KJDV+&9ADzE>>N2+wIEb z%irhUliR!^Z|xE_lP0Oza-J7d%(=Xnwk_qn?NMCuqv-uve;wb5d~;LwtqbHlXRR>v zDsHQ;iM`9Sd0|viE^AD+{oB1io-%ifzTdG{XZoc6r+tNsV+!_(cGmw1V<`FX?CtF4 zSdWrDFPkDQ_a}U^|FoNx>F1WfdCwaj{e88dDsbptIj z@ry5Wcorm{ShxNh`{mQC{=F?TQ2HbHFD_kRKSNLaza2Z*tbfS*|J8$^OxL(PR_DDs zSx^&qw8jsj3Qw*Tc=vbqD`|2())`uQCX*wr?xFESvdt`@^pV-xhDYo>E|E^Ex71+s4ZF*4^8dNk7dP zC#n2=q3W=teua0x;(fDcx3~)Z;`aQ1d6x5trS07rO$-G*wTVIuhWidkFO9l%;jxp{ z+OOX@Ph@j7bx)~Zq*HypNpC6JS}Th@2Bi)A{#reDmtr|T_u!Ui@27^vF>Wz&o&Wcv zc?kRAlO=BKqI_ZYGA8_8Oa7Er*zKNkX?k0<@%w3yWS{LiJ?Br&$(W_8pEuZk&ii^h zF>m*oP)$ow{o;FR)%WgR+I0AKdFAAJ+-p~>7H_xx?6>jyL)qPXf^XCxxV_|UWx3a8 zv;6&!a&K+riPQMYxbEJ{`BrnajChw;2dHik9ZO+Q}(mkKcejhq7SFrPTX7TLeh(hC2ePVO&UOL@#cV4l1``Zt3 zg~s8#B4cjdvU!kJUVNJGy{LV5XKek9UyMoRn|AP}*NZ=Qy3hY%qu-&ci8Ak#)`SS| z`@-C?WiI#DNcT$rneqpA%-&jJ@!IDM&7?suW~{O6ZHD*jgx zXaW+?x8$Gs49a$D3T%8npx6B-+Q#Q&_RuUh#!qnkBFp(n0Q&u*)+DLXsqZSi%PpFivK=S|#I zplfhS^t#gGk8f5P`R$MOUUYCr9sA>NjQbtJRkvft&-8}BjNCkC<`%~0T&k+B{%%|V Djp6Sg delta 29893 zcmZo$%r*Tt`vfHxLkm;0>GASR8ufQ0Z|2>06RG_kz9C;I$}cUR>B&LfNn2c}o0v5% z%aqIL+{T%qt(yMw`gb17B_3HSr~R6i)Cwt{yR-B4%wqk_qNx|2+~nN*^!xA6liB@e zdd*Orqd9X93s;Pa-Y-S_2oKEV2{JDGAh3$ln=p{lA|6>-$F0J{uQQ z)mdLlnljb3%slE01=^^iXB0nB3p8eEUHQM>vjNYoGpAKt$ zWeR7#R+thwBlfh-Q8~p0Uy{!Fs?NIYX7Vrp>e0{jw>Jj$-igvlmfh*&v1n!EAFmJc zyVZ^TS}vV!daW~O;!k!eA%U(JAbShw^!g=-bmdDfIMXqeRJ11N+bGz zvNI!?uD-sif9NOEHp}J}EZUMq^F4HDIUUxLah_w~`HExls*j9Ib*A;s;>degta@}h zhtzA<-dkq1%LNsE4m{XaB=^&4!@(3c)`=nNnyb1^1HSILvsjnGyMARN=eH#Ol8qrH zMjpqGdLMbr=IF>TC+~WdB&!DPNJ6{pWo0?#`NxbciaK>iCa8WCw6Eq zm|>vY-(}BrXU2M?e?g_MJEDD6oE16QbhxFqZ|@Rae0uiLCHwr!o<_Ug_||ZH@ju@) z@u9J8tdTr>O3l^x^>(b7H;Yxgez#ByYuJI11>EK3UQfaeCu_X|WaB4|)10Zx*lo|BzUy?%=rwnwlj>!y zBg$NoP2J)VcOxt7RX)X~tyr+^p1sRnmF-&&F&~l(@1D2Xf8Lz=e`+5E_NeJF3O3fy z7UC>ZFEyGue@~tBWX-t0QvxQa&fc?H?40m9r=#a5ZJvCedG{ODwib>LJ_7ECTp0H1 zH1#a-c2j3C&W?P|vQc{f6@`g1>uis5hA-;8vd&>X$FjDlYsYUjdfO_U);(9#>{`6!X4R;6Z>=#Lcn3x}A!?s6r+GLsNyZ@9mF)~)kmN+pfo9%Wa@72T0Z zonmvLQ{jOVzsVz;ESWRMe>avkpN?+c&)6g=FECkP+Vte*tMf7qPbNPMyrCTB9oM%u zpY{9A<~#rEcR8n6iFW*E+iUtF>+<$b5fUGb-mbB{$5?%6W!dS~_kET-Nr&)Ha4foi zjo;#0-t&9;cg*)auX}!9fAQQu8=k&f+EL{4xa?)&eB07&L9TDCr@n=5iGS|)XFXSW z!|UkCtxUbt*DC=mCOt;D^%X*`+F@?W`WMSDF%NUqR#X?#cD4(^SUu^ z*q)erRX1d(;L$m3x*MxKSGq1g zyv=!e)~zSEb?;?vcbHSUkOwIUq)hV^DI zL_6J1)v_&&_4})H`2Nqjhr3_z>G55?)Ajq!W$%>QBy?|yCI-CSyxePX=|}&2zH8pC zR!jc4eEqqqd3N6qf9=jXFn9XbLuu*d&T|b;S8?o*yx#gw{P^q1-mFf=E8a7_$xRor zPTM1^eaB(*>^<=+Hv=}Nncde2>o4zIe8Rxxa{bSPqIGlJmYiOla(=e>`FC5FPY>sk ze9Q9TaL8TlOQ-&?zmTSM&u(%-`jpC|PM2NN>+bryS+ksbzIoBrtD!$XZ)f1^_dhRp z@4jmD`q0Ba46|RoH}&0Z{=;wL9zW5gi#LbPOuziKbYA|i^)C(o%NU`H$vt{NJVX{9mQ*-@G|maf?eUa)ee^xjp@{C2w7G?S0Wh zp0;;gL%yqDP7FO;f2%gg2OTaHvhd7ZopI5Ge~U|` zi)xVC%Nv@%9{;X2-W;yC(nV`R#GTFQ>F4IWE>Cj{d9NL~*XH->qc^ADZ_&DTQ8PR? zCj8n}y;oWuz5A~o4gLE0P5$ev|7zB4ohSLvaP#)>&x@a?pFVx{QQ6kp>5uB`jZfeH zo5X+XRZ+R!cfVUVufJaX_EYe)%B?roy_CHm7J=?clQak;WcEUks+|lw~Yu2n)oW6Zu*`@hHme-tihdokxnXoENML1iz zd&&P3N?(0-HWnYOJ!)Ai}A7o{FD5n5-ILvz=>K z4~4PrOJ^x=o%ccFjP?Sx^$)%(&AFnUV|#7+yWLgRQ{2v7uDteprRGGzEnYQ#FPb$= z-%OG`vVF1U(S%b*B8%N$)Gsz`VdRZr-v-+Z}j_4>!p>-qbu_PCwuxq7}>p81r`newf>BlW%?4Ou4Nap;QK zw$``)!j|WkEYRXPFaG=J+h>1|cvxN8_gI^G=40ht!Hf2J+seP3y?a&sdGYETFY%|( zXVn=_Z4%tM@vO}JylJOZ8p2z#&H%vOj zQ=q<=!Qw!C{Gx>L`R5n6_2rwT{5_JX6%k-`_}oOtMY_}WI(FUJb6@Y>G0so7A9mLl z&v}}!x?imPM*h3c{kNZ%8Yw-I>!~Z`W7&MtW_tJS)BW4KYdc^6W<3`7Zu)JZ>oE*3 zyC>~RJb$;S{=aBgs?M6~YRji8iU)3g(Nw>XVO_Fw8N!QP?2Q`sPpZrPh!M$t-4!tTJu&(n{LKDM~)sn->ZQ zD}S6WH~qAsl+o6}jZPCCAKHZ8n!;|faruU(69w1ZLat=AifcyWVdqat3_+C z)zy|vcr!h;zVF!M$Lqc*n{!+JU4QcP=2o%WkM{cT{XV--l1ubW?A%XIMc0o_|M+4_ zj_!r57oFY%ZUj^ValkQ-43je8HCA)1H66BH(hqJ^NjM<0j!-QZ-*Ijh4kucbdO3 zlBe?Im)*x+r>vU2(ddY`;m*75T&6Elr*d74{A9y@U0L$~-gkew8CcJs`TxB>{$9PQ z&wBoSk~Q%uGo)W#RTZCNxNsMHTi!k$`Lg?Sr`Y~Ke#mjow@!QAZry*imCG7-ZE?N# z++@bmS~jswTno$6n9rznRvEkhzEh-dKI`G0Y>QjZr!l|rQ1jZZBfIdi;k>o1dslqe z(lYIN?$t*vVP}tDpSGogY5m1s&%P6d0-t4bv+7T{J)gp`)AQ$|IfriV^*wCunY(!Q z>Gk$JZ(0sDergivepVi_eRINV#gJf!X>+9;ALUG*FZXP3+v-FqQ}yOELKB?-CSK!P zyyWg9SyRDg1{cTDy<^y1K#;*r&-+h&`-VkcF}SZVV$JY8~*bt*##N*_?JAtz*BDeMewS~ zy0(`KTDE6P8TN^VvgAFT8zrI@a5i&(Qobsa(0}G{c{7&1mF=7P`#it%Z0G3yXHv%< zB0qU1dpG#Jej04lap{0Lzv_fTB`WoE0#3(hn$A?ZVIo-^WLtmO^7t!FZTqPz93`S3 z_FmCTo$dbe_~Yn^^t?{?KtZX$U$(O|Z(k6?YM5=x5a_J(y77q0O_ocuZ8}pJ4=%Ra zn0kpP)kNy2VV~>)>m@8R&fsWEjkk#!*BtoITFec}$_nS+ zpK|^S`-9al_ALK2?`3yj{d3#Zb`jHWKXdpJBHB7|K z|5ueAI>8b(rTx}U(X=fOHya+1p57v&5cw{JgMFg5m;9P1#aCX)+RpEsyTpnAq&|~o zNU`qPZ9MA~LX!fO9_jzutZ?zvga$?4{SVjeOqtZW^T3*pqFx_q@vV+=t~(yqUtHpT zB-ZDC#3hYAUj_dvWNmWzf24D7U#7nF`A)?JYD=%4@Q`xiJE;6n|4Yd73;vA@_Am+0 z3Tv@QlHFnXz`Aa!NamA|O>@=1U)zj zHv?~>c}TTZB&!e;=RwZd=}nuqh_3RI-C5s1wN2tfyqx5Q*_Y=iJYwG^cz7Gf{fxYl zV<}S0E7KZ|Fl(#bcA4Q&EG@>edh+k$<#XaIFA02|aWN|+#&~w}UW3-j7k7HO3prV> zWcbmOX~bMRQ=#UT`*p6^$$>2E4{hvjQW9LlAs-O3siDh-=Z`^R%o3lB7>@3zi&%NC zEnFC0pAjmP#%9BC@Z=IdRYi;apHio7>eh%atx}cYI#J>|7_O zwv%Jw2QRDH%&fW09Wqm`JI=K6@%2qf)NcR6x}CW-uKt*AlK90bzjKP0d$g>su4-$V zCo6rj;oVvHMO=G|+C;W&W?b(gpqXKy(-GjH@S}i3_j#pT0^{ok_8*GGf4pgQo!FTZ zaPren1x2B$8Vu5{jF;wF-YPsf>D}Td-z>{7c9tA`yg5rjK10IAt869HzBd!)7PW|b zFczZg^pHi2XGyXP*AU!zUb+ z)J4LCxi5SB_Lpr)wTkQEDUt~0exaPeQ}X@JnV=4J=}9L7#8-S!;gnWxnsA`;x{l3! zb;k{H2P8D=&7N8WO<-}^q&_7}^3t12B9A6tbxhMWouc89==Hi@qWcUvSG^(HXWD;ot8# zVke$z)3jbY#pglC_G@cZ&EJ?9*XQ5=tJ!ot?3bR;4({Hf{;q4sCb`VKU}^g;sn459 zbmFCBYSp`DY)X+nAjHX|qR-x_r|Kv@xo9%~3X|>-$z4kn1C4XMru==Q1ju9s)aqc!i`E^@Lo1YCB8x@07Qy?ww3bLYtE9+nx3Dvef573BnGntZJ{PcRks7Zr8RYAA)Zj*tlcED+4)} z`GL&Ash@5tE|7lB+Lf>>zSH;mm&YLwibPZmCUhk*3an6D@N$B;YBztf(bF>_-Y+k1 z;M3q}4k_HM%&@reS*hOX7^YL4uN1YEwYR4x);sGms!n?~Z-4VgQ|6@!3~PA5vVL%D z5mRGGnBWv?rK5P+liaxmv{vq5K~E1b(|H#Iw{q>yw4@NKzgHkzj^Q3 z1ASlZKGolBW%~E&lg)C&gQ5)_dpAr`@V>>Q=-DW~jOXUznFey5oJ>MJNsVhHC%v#` zynFES(~E02ZQJTH>&t;s|C=5TY-(k-3Car}O6923$bDx?URP)zam03KuR*#uXZ`j) zb0(a3IUV)vFYDa6kV71I+!`!96K9!z-TmOuu1fr?UH&Q&|9`9e*TTAa=EqgeAnL`I$wSJgXhh| z&fANwtrc9gruwa_uG~)B_;u&E&Uw52?9SV7U+LYIIDG!^*`m#{_iQVEe7pN~%em5m z=9``@fBw6?`qTCPXC*ILvcxz&xEU(8X3pZK$2VMsbt*R;x2nB(q?}#$ z=ORwG9Q|25Nde0*R~5eU;89ri^hZ2swPZvFGYaQ^k8YtO1!>;2=` zC;Z~|n`d$7**BNhM_&f)Uhg7zB=zgl)p@D@-0O@iLeAaq&8soVl6%*^VaaDB=K4zo zx2Dz}db_<$gMsIEOwX(`soc8m(H}UlivqO?)WAcDC_Ti z_rL3vv=#PxTIVH~zcVg6z9i<;rR92+nOht=qiPtdxt7l_I=Nb!D?_7Yv2?SP?gY=6 zi@%n~eAHrQ4B6ahA$Gsv?W+3yt7GP8>HRx%^Ja#FF9Uay_x;;RIXe~p|7V!FF+l^= z=|%1S8e2{_{4FA6W@!TJ{TeA48k$%dPHyxPWic`}H=LdT8ifAB8ZhVfr3P;1gLh-u z%FD~k)qgNF@3vOiv3vJ!7EY-<&Dk99@;KK`*M0t`cHjT?ySA^8y0<*Hbp5-yDND3o z^(;!`Q&Z4nuMT$$Qxmgm*s*8^pEh?xYwO(3)>htmlY$PPx+?ZX-qL2N*om7*PaT~1 zK3?q6IfVtUcl$8C_?5TfMSTMQgyPMt8#XaV?EDe2^Jhc^LynHlp8tj=1<#m081Ak; z!_ei!V98!Rf!k*3j^@SFH&1O{`uex!|DP-uW?W*5sI1&6`LBe%<5uIGwLXpC7+e>u zRz30VuS@U(U5C2|uW&ti_0?W6gGDDcR`%zNnYK1IGaAbDeE80ZIc?!#;MWeX_im6n z!TRJ4pAqw)KqCjv4EA5UP1Gv98rqglJsr&OtEZa!iD`Te5*y+5p3 z!(gl(9Nxfr;?OC%fAe3wPnz&E{?EPobZ!3zxzoRYY-Eb~_v82b=?8ze%(T35yXtT9 zzx3{zQ>QE`DJgmJU+?FBFGE9i{|0_#b@7IYy^~oFoH}*1p7BB5{|~?KTWC3~-v9Z> z^!01@?qqKGzP{xC`3MqP43h zbTxNhmG|dvm^iid>Hin^wx7Q8?C;Nl%K0blLl=C1`t!cB>RVsgGyiTFZTrs0Ja=wm z+=utRb?SZ%{I7po&1$syKPQR7c=F!n*SonN?6t6O*x79SM_%^nBNl`1e~Q1l>vu4o zdGud3Pmf{qA^R`ug8#HvFrGQ}UsbM*Ve>EhFYlIrjek`8o%x^h`?_WSRsH6b7j3B3 z|7S0B?Ym|=+h6XR3}>GGKlHt1?Z4Ld|F-=<^!-8E{|CRt4E}3>`hCyP`VaSgW$S<3 zmJDak{Xg`*Ip$yMd)1x)xbJ5d{bs*;&$;q{XZ`=n(!u8G&%cYmI{&sZ|4#jn^UnoX zKC#R^q_1x^;}d(dIZOGy>)k>X2Jd{i&IP{9Tz=W;myUIPakWdE=fbt8|Lu8Lqdm*$ zR{O49%AUo_pC&&!`h3Y+PPH|*o?9QE{C-ozF*j{J^S|RJ-!6oF?96zqASk1_xb4Kg z_uZ4%UsIpWU!VKnZqbyVet9-0v|1&;%Q0V?*V{Z*`|-l=>Q%o>V?J@5pSronaMs0N z^G`j~%6zRwFFG_o~?d$QvWpRrvg!|HhU%ruT+24 zF#BTtYt?s_w%6Y*`|R6u_-S&l<%})L`$Ui2cz5dK^QyXrv~^79JhUB_&S+jc`F}{z zv3YX?^gm1vkuL4b)cST&x<)&pUTbgimVXJd&!S&tE#H66yy3yg=EX)oQx;t+nNd>s zE$EVLzU8XxG5wXzq9(mrSB^^WGk$yO+o^e9rvBEN;W&-go#*Eot@d;mz1rqf#>?kg z1B9KbqrP7Bc|K)IL0W)Bqct&GhpRJJ!1j-(MS{05mK!$Pcgb%!F_Gy<(PU zWkutqsr&&Gcls1eJ0-MZ@)Yfyic?S2Z_G&y`ea|flHg%2y)V3#Mvl?~-V$|8s!*O^adF@?}=jCS^RFs&@UAMx{XE z_D-47+|)@bU%sw;bxn86sYmBSe>JVp@jrCtbBB8wr*(6bqVliFyR!o$I@V}y*I+;X z)ui-F^ZdLt{X6y3gcnLXdU1LBRDYjn>N0o6mr{X6GkVwkoWf95cW8#ftag9(eSa_O zN1xTInQ<-Q=ArCF+kP#MKW__zEwt`3KQ`Jkvun?~uT?JM#*!04GNnw*wCA4wr+Dej z7j<6adzFR{(h5ahJ)bbYYUASrEL|bpY}fkIi$x^<9u|?9rfl)fxISsYttpC9zRxx@ z^_fcjEDy5oFWtuXiSPIObI~IE0`rZfUZiswob+V7Y!_;kdMv+RrrGC`rkq6l>hkcK z(04bF^y!ApwyB$a`~OW|mZI`AAbU$v<0nntOCijYk9?lybhk`(-9O&D(@yL) zw=Rv;yjsE)p7}vF`j%Enin*$Yt?#MQWxfjvnb#dTrd@oP!=;Ot_g6+z&KzH>RrSfT zn^u2Z`*32!|73}G-wuh_&h-CxT;8xJPkW!b+1{jsc8N2BzAgB1IbqVjmg&XuMUHMC zz2%>kMt!+4|K69IC!ceZPQ+@ z+WnDb<$E8I2d8H)inw;l^V*M@>sIqEo&Dm=^NsZmwO>-YTyjd3o!bxP7ia%^(sFs@ zy8OHM59a%Saw|Sz6Zz|%&Pn@_+#N4F|9rV^6{8l-(}Q{=46J5^7qnj_;(q9 z-Bq>iU{dITSe08I-|DvLuF?K#%$=OXa#B&ogztXG@#P0trf^LPIq^Qh+*={?_VtsK zDidF|2r8`es;~LFclj$Fj`#aF3R-PB_3}-$oh$3%BOliE+ZkpSzZO>0;GO$(k_A)3 zi5(ZRicfxg=UI7A*wmHlg~KGZdCodALIzvcO6;2P%j?ZrJ-y3G-yU{5`B;jl_`TZk zI)T5_?#QZxTm1fYtUdatePg~^C!2hxxZ>RD`3ovm=-+BJGuxS3|LK!;&q4O2L@VYM z?E5Y)vOK&!zkY6S?wQGQv1^(&H2*AkJzuqM0-OBOlPsMolB)MM9-YVjbbAKpCVyFt z+tZGCtWc}{q4ICdb4$C2k=ggv-?`lLS(kYATuW7M>H57#YErkli>v75|0y=vp1@H0 zv-QE*_a~a_H(4)aTx#XHQGu9M&qA zrNmP4^`=6Q{iDX!rshmKzZX23b$wfT<_EjO(>ACcS+=r)adU4`C7CkkSOr39ebvA1*i%4s4Uh2AaugK$d6|*-uZ+xRr zvp@03)eEb>zg*M2+kDc_j(#Ja%deRdZ*=kI=PNHgDr8&iq8;1HP*yE>c;oGsmR+ol zm8ox5d0y_Bc||AASUO#FN9D#R=0zKBF^Jvht>0R}l=pYJK*@FQbGJfmzRgH+oOI*g zNxwbvZzoth)u`>>SCut0I=;oi{^YR)mhfj5+wUk;EsDApRWLdh->0tiT`uKs zUH;j0;{;JBi;^GL^%WWt%L|gr`Yz=tF7$BUtNJUkuW;_X86gqZt(uvh?wPBWSoU1e zZL);MhRJ=4<{i0ru(&%`uA%Dk_vr3L-s=O_oBvW(xf?TCzW=eQ)-pwLf6-gJ-j+W~ zE=YD#+2ZOh(dl}t?eH%xp?Xc#iE4If{>xKcJYA1#ovq<(c>8QauIBoUzr6zzC7Bae zXBt1AZM5!QNyVcj6ZaLY+4j1;aiT!lzikpn(l*ta9+KLFQ$I=61!<~pNuGNSgm zU~brvdpl>kv_F}Y$z!m7?$M6asEr>_c>mR#IA3gj-=gJDTHZ2D^7A`=^5AtFnfkVF zGg_Z-HlNtcT_2JmU(j{fU#`q{%lgYSRb9MadF4w z#s^1d>2%apE{VFQ#^yOySY4^w$85!=U%xk}yqMa__SVu%*2^x^Cu4EI=HnM<{SJOS zO`nxd_;{hv+!J%UKXC22TKi*)a>V4554PodriM)OWd+6!Aj>OWKCU?pG`fU|J2T4&#|pGvm-PL18+0iFTJ3; zLd35Bx0LQ4qu#LR>bsch`^~R@zw~3Lspj$AANFrF6uLSk=kLBH^829Yx3>#T*k84u zUZKeAJHazmX8y|s*V=!stMZNA@$>!4MUi1QOLiA$96TfXyg6BR;pyz{{?9(dOjT$9 zvN8Ecll?;7ni{h|6Ax4@+v4+hy5E!b4HJ%hv39(@iiwEio zYkxN`mMW;bSF^CiO7Y3b{e3oE@z3Pv<(`_OUu+TT>MvvMrM z<$m4$@awwsi?)Vm>K|2TNm}vgfZ|+JE`^|~TS2u-8qM*0);ZdK7vFqG?9P-dtvd?I zm-CGiZt%|dt@Mazk*52$sa6Z5d;XmGyGQ2p=k`LwL*nkGiKoJ}@4pY^U$-xzYD4)A zH70(R`a4}s{5Ln>vCvz5`PWM&z1A-?3}?^r{_*;vfY=Tl^SVD3k{op9+>JA z$}YCiU}ngYw-J+Hy*tvy;UfB8xprUe*Kbi<<}R=6L)Q=ggJba zy8PqhUvGz^r%AuJ9@lib9lvMghlB5w@8ut4zQ8wG@~QG8yY36on*Z6{%458_kG`Aw zP{n1Rz~SRLYDz1YUwx8P|KW^{*N2psb#uymUhA=GZ79z1UFG@pm6zC*$2?6hR+W66 z#o4X*ckZ=)%TM%7-YV%)kXM+mtKE+6uMuv3m-q2}YY<%MR zlZ84@xDNZ3`S@LY_I`Ow@fu}2rS+R8HGj9<625fX)&~hEC%u^QY{i|wANn&ASw&;*Ww`H=r{hB>d-65-g2;I7q#9kocxp!XMt{)d)?)mb6g8o*$(?4=wWe7Z& ze^B{?@+RT?v(Nq8dSX{@zpnZl<5VsS{q2{YsJ3pe-;)@huhKGMuG9XeOMLI=h9B`v z){lFksZ%e(u)~Gh)^*WOAMJxGHXAv%owz+SIQ`thveRLeg4T;KUo-1tdF|-eleFZS zFT-lmSs;H=UU4)_%4d^d40P( z+*DvjxrBuI{Ju}|Cg+7pPW`*qq-h=ys_VFF_ob~0`i=%x_1U+o%Y8Ph2drqemgzq| zrP#wrxA;oi5xr(vJ07thMe*{>-yK_j+Zne0u`Zk=Rl9oSvoO(#ZO6nceD!osUQhR| zblxm_YMI=o`1P*>eLgi$tqj?B$1hQi`;vZz{U*6$O|z{^X;Zj%)$O@;>uizb#+Rqt z*m9P+ZeQQzTQXm4a%+7z!_7?g2cHEGOx?l%bceL3!t?DBJGH-wJ)OPhrOMAjbGc(` z1s8i{HDWsq-LAH*)Yw?Kr>gLfcIlSOB3q}u{(D4QP0mAY-}8tP`LG$mhCMI-N9_5r zS98I6n*ymFmzD%~gesqz`of^}-hS2GFT3Ps{NIyNKGUV-_tM89C#OwG%d59k|LXKM zGcIYN@%08no_2(A;G0cGsHR4(&EpkT2WLg^{xZX6b)lJH6`xvV=9@3ZR>%iagV-IKbRo}V?k@g%T`>16(Pk7E%9 z>s+~&zq@l(wAQu@o!oV8p;LY2Ew##^vbn20`}1FLByg=NuYO@yzW3$2$qQ1{nxZc& z*1Fv=x@dFpOI(&gnd_85p8H$d=9&f+wm$wUF0RAlELVB$i@LrQ_p>M6ji2VzTFR-fg z(YpnF8Bz|n7AkMZVV?A+o0d*T>bU$_mZtk*E5M* zH^e{A<=$}ajBe;&i%2npy{qF~tY3d}<%#%M%Qs`rt9m1kC!Z=cEUH2}ysz%~eSKMT z$Ips@{XbYYow?-^p!i$bY+Jj_^p*WDI4fQD>;kIZekrZ<5lZWjiiw%xsW0VSViwuk9ZmoIiV#{OkwT8z0td{OaAgif{I- z?Pt#GP1sdrb4{mU4qL!=la?7hUBv}^+;Xdo)gOxp_BLtX*>6;M$cD{aVb9x3aZ4@- z^(lv~Dg3+h#DcoaM3(H73vJAoPBr!o4&ANqRKSCWl%n zO4k`i?pgExR)k#R;@g#c2dZsL_gTm8`?U7y<7~&PO+j7a!SAkqag&RkYPgfd>$>L& zh3j(z3jzyvXqA{PzIJkEgZbg|Q}eV>KI+m>vo@_~p83T1f<#-EKr7Qx;k^%XgA;bH zEPi`tvcQU2GRGp=w`=`y`nEPM-C66xw>uqD6W&x^ckl{sd{8MVptR->gW<;I!E1`` zV`nv0$}oxYe3L6s{M->6@%U7>b-((0e*0C@X1jSO{Sk>sm@BjG$+UBAjFQ(+i_fl* z*_|ErC@E>aR=o({JR9|h*dDD_A2Yt(JXTgxzPn`Rv#^ItTi;*X#%U+p{GoW!>^uAF zo?1FNCEhRbseR@+xgg0y>eZrM@y-{M!(H~=D{7Q0h)p>*W7V77s}4`>E&OYKbt#?e zpPHkf`0;3ODlgMAj>3fzUnBi5Sbr#89|xALm1FD- z6MXmTjpwX@-W_!j(PEt~K5v!3r_TJAef*WqjXNJ71^o3q;(Cmad+&*q$4$p(O**#W zgQ;K1$5TJm6WU{@E}vd6&3~_Bc5?AT{h-|j&s}ZrNw>5NNrUPGP&fPE1CZGiCd$PM%+KCadbTgXddbXZ-gv$#K8hvmaK~s`C^!oY-J{KwdPw=Js+pX;`Rw$w7{C8JU*#9Pvbo0ce69oEp;He_er9)O9bR=j zpM7dj>dA!LaZ2|lvA8VcW6k_It37S2|AsyCN9VLgUo};%2)jMQ`T*A~C*D8XC!XfI z&~-F*su{m*{bh6G^xnna&v|CvuPB+X9evLB^yj@!>nE>hX7gp{2|NAn$Ciun!S4R2 zMD}$jxcKoWM^Be}Cvw5f%~br&{FkdG!-S4w5Hs{_I-@K=v zf2+N~n_De@X8IX((nU69-mJT*+4oK4me8C_>5BqnE?(JXDsNZ+TSQUl;-z%X<8oz% z%k9RWWn1Qd%iwCj`Udi0>IEp$rG&zsDs#5)*Fs<`hcm9&S zgY!$7(@wu1>=ygf;lXVun*29~b3>x)x!*fm?Eg$QdAE2*_}Y6!hHMHS6}NmHGR+{e4x+=f3C(DH7RUr@3MG z)uz|iXFCV)TK3>j$)x2%CoP*M%JJLZeKmQD08^iow!hZg{Uwjq<%I63*jjKnD6II^ z{|%l~ZDqJ`EbO1pd_?_^htdn>5)WUV|3;O$7o5!=Nk`0&tPl9gxq9lS$)0>k-wX>A zn}3`*$M);l#ulBUmp2ri3&^}Y z_}XVy{{95<=@IOIdR%?ng=K&3*HK_Rwc}gnu5XOn=N0Qp{9U;C7Nf9v&|}AJ?;Pdh zYH_C+J|u3c@;FiXkT>yi{ro4AZ@2a@=Ie}|E-3R#V~ebh!%D9!Yd%$J63Z|IQW z<<53nGC|8pyiakh^2!ZUcL)DDx$?GMq)W7>U)S^HF`YuEAJ;vph)>t>>R~dIzaa4C z6VKXXJ>s`y>zBK0m~viPS-LOaRjs}sm)%)e%fIX?hEk_)ZTTDa{rrbrZ?4qa=N>Qq zR`2RJ_tyQ@GG#o%ox7fVDBpGV%t@c)n{Vu8V!RZaueC6#uEM_L=I4h$)5Koa|L}=D zqt$)JFh;c_Z0d~c?=4<&WrD$7HT)l^H^#=D4Qu;6@qDt4;hIIZ+wSt&&Gv}Q+u6}| zIP+)X@)rj@B93f&6zkh(v*TWLU!#-io%-vRv!?TXJatfeo%5*+dsMd`?V9kG@2_pE z{5q-IcYWHft1&$6a;^+N^w0fwwxRLCE2Zn|BY*7t`|9KIhiY6BEAIJRNt2r<6y@wHcKo~7uoWX#@e#IfI7tygSUVAB-gg2j89n3@k{eA@SM;m@sskFIDgKF0OD z%%C=GP5r55TpJ5#WOj+24L&t9DwO#*%a$WG{inQyO8))3?=oBd){JSJ)6La)7=E_o z6DaN0ojd*FMU|_MzMCIW%wno!dANYP$u3#*)#oe6{vR?}wI|5HSH#S{@XMb+lcNv+ z5j^yBHTT8Bd3~&(GrS+ZE&luK!0i(g=APj9^y9q0S1?vfqQ1^px2fjW4E-C1Q^RX5 zDhdO4D6`w^vRyrYPOU_D5ey<(pi#VEYK_U^I8_C1p~U${9Xk@?m1NbdOiLFXRz z>EtGgggs#5>#JB&{%But%$o_dA5WQjxJ=f*<5*nYsHoTJ;f{xkYs8(v*B>FkTwt(Mblwv_b!_j}#mM{o6~b(Q_%sPDST zvHyXO(yuqJ^Ac}6~yL^;x=aSKYk&@Oj4c3Dqe%|5Dmp41RvuApX5pOi?hE+tD!a%jP?Y zjmuxQK6`%2-1^s?ud9W2-}XP(+RycS?HxJ8mheV1m)Y~v+;0c%>MU=XnKyS;S^e$j z&iQYZkF-?8ZOz^wVR_hn%il|#f1bUwEw8_*I`_1wi(ci%Wq(3L91SKIN_sAAP`VTD zVAXrJS|lQ=>e=4>gP)H2?mN0lVQ;KW?tNdwQl)s&ryCbOntiVMlS&SQVxH&CKbv;W zC^{S7t~hfZ%OV}&$r3N+Y(o_4PSw5AEjBe4=6riJ+Lp!g*u1sx*Lr@}-Zl4|sN0Sy z{L&9&>r>zTy8L5K>SPFOn=z4c05V+XSF!%)V;a3cW)xkISqpc%XWWEejDvvZ@VP@wc*t|pRemy6DHm(SCZpgU!O_*KIc&=&avU2WA*{3!B zR82~=zTZD*-kSLaM}E`9dk{WEp_&nDDW&p8*e_;vM)C9Cas zoshn6a6L@EzT?&hc-iTR(U!(YjPwveooN zK}=fMm!hs2Eb+h8ZmC=U{c!Ep=ieW)M7zRM3T%I^vOV*54DRJfMqRQRuu{NSP!3l)Ob7_U&6Bx=#MLxL&k*3;Kl zie)8iJ_ND&DCfUx>uipjsPwIGVefj^*gBybN1r!7Hnwj~zEIlzp!?j^wo?zCG`Ag+=2Lo*wP}~^{XoeW z!S@TET+B>aXU6q^*QDoFdT-{LEU?MFdDG+UN5k2w?wjls%jTM!iu_p-RI9uC%Wm=Z zyt#h$?^L?&mq~H$6D6-zsHo6O5gHQ*iUQ1rqsAmahz# z??1-c*R#PnZ&mQR|4cPo(u7vFnVf4}KfgNIV@vhP1FFvV&&*(PpZ>2x;JJ51{)zS7 zDiW`aR$KqdXDrXZm9{OCZ(d|mo1?DZ@2|bG`LFqc9@X1b@P9k_L`-=5ty#?}^FQl4 z+247+c*7aRrot;b>&`i-r5UeZyKh<~11qn#%9G265=}+!d2eqRZf{oKHfiUA173XB z%G$q|`-iNsI2rtB9_YE zHmhwv(Q|Fx=~uf9YP*HL7JOCcU41h&n#s-irRn}Jt`UXpR$g~zY)sdV=q_tdMHf$pwiU z=E_8bN*~TppC|c6qlx|Q!Uu29mDqXgdid?S$eKRBrDjZf*QDQ2QgA9rTOL!*$=vsN z>POET-@9#J@2#j@=yYJc#7WKarFnB_*UQXlSm#tU<*l2iuXxv~gZ`Rl%~$U;dbUT_ zc$3}!kQuM9pU7>1WZ>frB@$DC8JXMvfS+?wmo8B2wuBEY4mi21&_O0jIV6g`}MQw#VV)Z;9Z#u-zslS=$e1j z^uu1YM;y^tt#$^S>Js^)5oK{OXP36cV~g6Y8~L7cele+^DlhYEi^S<)$;w7|O?O1L z<<2;N{Y8(HXt^`5h{k zcE8N1{grc`<*L@-cP|4C=l3e9R8QWMP|P^HQ1SYQc0Sv4-+6q? zXY)-D+Qa4|b8YMQ?nf88C%w56wt=V0V(IZ6{S0bfC!N#D2$;P1=(DH&p114GE%P?0 z1fQ$vTYC0V`l-jE^4=$<4CGqYcFgZmw|-nSN#8@KM&QF%Gv;%hZ*SQveoCJ_!!*M8 z-=b8P)`|H~M8Xmyt-m-J+P`|fd4+80owcFoB}&+=FGyW4<<@Wvy6;}y5fwd8eZxA9 zBlU58dju65F4sRgd}Y%=gJ+^OGbSuksXx}5ry*(b?TK#tb7eI_v*Ju|l{<6!Uz#tK z+}PE*D*T*1`}z$r3EzvGmG&1~J8g*Z{c*ak>ZkG(mkA#2yDwchcHo`O=`#yE)fZUq z=l&5T@!ipmS;%<$f`6CJI{i(_%8GfO{`jfDE{A@5&FN|X&aaxiXO`7gmnq8W>+VPh zZQLtbf7g29v=!0UZZp07cJ0b$eX9d!je=hNnRiR_;;y@k{lu><&nw}i{>E}C>Agn9O%zpn&s(-?LX>2E*Zzb3^$;^!2ei_g|B zKl|X?#3x1Jr7RL2e6pP9ti1&bbPoG(K6KLT$I zdizcO?V25uA`5f9#WnqUZ{!t6?Uz;PFM0KMZ4~d#mw^FOjlV@+*5P29cH!6@58uBP zp316!-YR=ueK1pUk>7-f$dn&3NA;^3b9pAb`@qqe#`Nv=wzeFzX@6a2CA=}uKa?l> zl2LI{d8{?DoCPrRr*^ zwKnu#OXeCw0XaFBCk^WBS2{SF7BpYJ+IpvE%>;q4mtAk-jH_EXY2WP9PfTt&9L{;-%r(<*Kin@K{oAFwt^Yx;bl952 zkBk?W%$uqosyt6#KqI?(eF?jd`-GG|eabz1_DP?t)$@@}nle3Nb%~?=96Rxz2jwo@ zT<%K+<`uY}<1KHI-8oZvQcL#VeG}X3_ceTXnEK&Igy+f~YG*3X*cESoz`1x{g`4p0 z_T&Y(=IP&<&=s@oJMa2KZYg`$v1t1riivKVI9+5NM{vrF>|L*S*R7HD-R8fk=h~Ev z?=Q^rmfLRe*#Fe_-OU>L@U#_2rlhjoo_}xt+uh}nyqW7KeK_awJ%5hOgb0X}9w(^r-kx%Z}cbUM{q||4`k6l#8>T>OKoQXTOJK zn_KR)wUrLR=lg=c=6B~Nb-Zi{D%^40N%;J$g&+72x2MIX>RiyW`9A;S?EHo!4E=fD z*LrVC$iJN`%;=KaRVMnq-{|VY)m!}nR;pwau&91NHDA8o*iHK3mb%+d_qOb^oh`k7 z;q|}g)<3#DV`|vy-I~u0&;7b#8Tw78XWgtIp_NkK4OeoP-Ft1;ZYa3Fj)5t};p$J< zl}wtu_wBtR@Y}LfyQout^Y55_i<|=YW&5$-aIby(YtwW2Q#}@Q8W!d)sOKr~oPP4w zN?n%EXFtyH-~Zz^lNx`0V9hRN&)i?9+ANoKEh-Z0IQPKdi^x`wJ8MraUcWoO!Jt%* zNBhRR#DgW0topN_FlFuKJX)r5%tuaa!NOlQd3MJ989S1v%u0CsjZLi8UT4WFAD=mo z<{bU@>Qm#*@81$QikkK;S>&si%6R4X>xXi@7mmo!)>ob+xMXAf0j0&0UMbe+y{=s> zGd0BW?lYhEwZ~#N%X2T>?8F#bvDEQ7mwapQFX7$M2a@AtgR)LK#rPaw7WHN0wD~9E z<5+V#zsj#`-A?GQZ-!n?)|y!#p0=zGY)dyFqqSNJxWGE z@%w!F*PZ7q?RJj6J@?z@g%#%3_DqQAH$VgoLZvW0_8z1+q?3J-d zU^@4xOdp?C7n_fIeJ8@Cj zoJD00x$Y6My|cP{o^QK1>)`gQ{W2Q0f1i3xxEZ&*I&N3Ja5vBK+}{OTUMmDQPWm>d zvFM7Hi}SwQx!JBcyIwype46JO_4A~jaembFyijxQGsb-9JIzD?cwcPj`8OjlI7M^i z59X52l?q8>vyG>g1g`7%O4+#DTka3bcSENY9P>3r-BYueA4?SeS`ca;wk~bj;x@gN zo&8?>jrQ)F^g{g5>-y^v8(-`&>8*IMvf|Wooo9Ar7cPq88 z&r0rW5Sa1u;)O4#JtuK{+)3=+*fvLVj_-rTdo+vw|7T!f&btHNv%yz_d}e{k^p9ao zqMP%*Sag|8j6oYXHg}f)l4CM41+!;Po2SlbGF?%gNo=#-osV*pZ%BzQUm?!uJ2}!z zZ2P_xMm_n-#pPn#nOYbfWhOUI6W?C5k8!u^Wb=LE0+!~8eIRD$7RHksy+oMJ%`KL?1AF zF^O#DJMMovz{dH3HjREBS`W=Y{@&bX~K_rSUpvX0vV8Wd$%7?o@P2{t`mC@l0+ z?d19QPoEx5f8AC8pn13Tse(@odlWp>8yF=R%f7SRX0Dscb75mC>wnE&{`sN_PgorP zq#CqXE9}j=dyqkdp|#48Rlw0|_m zm1}&iKj!Yzb#RT7Pv~Ct!M~Pcg7p#J&Iis83-)I{`7g>=dghctwd;=6+7fLp5B{I> z=X}J+w(#8D_W%CHu?YqGGw$ElX6HC_?_s#)H@Un&#|%yg^KaO7NuH1E(0}u19Bxc5 z4MK|+DKRm85N5a`{p861Z034pdGinXkMku$og3y$-{F1Gpv5f1P{^>@?!#Y!ZSxWs zF5P98dGLLHTm8BZtSk)Q1O$W<*vncDeE2Ub%i1jaFKY3x_k17OA{YWc2{SO%@BQ~R zr88)Ttqj}OpXPtdyMOZbm`*kI+3|nMAN|EmOn0Oo9M{%hd@xmjm5GIg#f34cK1r#e zq5jy#&8>ezxhu6?mz!S{%N23ul42sIgg{vTz_+)|LFek|3+@CV!(WRo+(AP6IN(mXj`1d z`0f4`_Xqpk!liTgKNkGWUu|_s%#`<&f%}yDMU|{AKN}9!KNM);IwGC3p53u&&cC3u z@jE`QuWWWoNU*hF`t-WZv68Xzf2uRDrKNV7!LG*YO20@ z+wuP^iTYE2ZY!yLIsVB%Lg49xAFtOj?{1!7vEbG>eP)3J{H{xX`HQgba!QcvsApWE z^V2qALcG^6=ilzO3jF2eR|@`%$*sDv|N8!XA%h#zJcr_Ev^Fm}H0OTH*7$2DE?0ic z>q}a{rp!%!##h%)g`3afepzNdOj+q?8@OTP`bBbn*JtZ@*Uy;qb@}68MV8P0?yy#` zu=LgC?_73g`?`WNv+aNU-Ev#-OalM%QW8TgQXW0=bwIF_HMDgadJ|mE8k38wa(qo^Cmt_T#{!~*Zq%2 zsC?lCIq%PR)9)(j6~DM#zx=!9-`bZ>>a4T&UR@L_m}2r|pOnwe!=B70BAu2}z8ofI ztP_imZo0yfHcRO`$F@`+>5Wfczij%q?Fge{KbyPk(FePC`MXQmzIvdv`O;3?)9T;X zns4ge_gOf|T;0|B)Gbw5#hzLqT~_hsW#kOX>yugLc=2?|*JREwpLwZ^Qix>!zl~ zE#EoWx07!-TaX3gr5*DNHZM*v6RpuP+dXIbhr<>ZX07@1^07_(^XrB8x1E>j`{eWV z^`bKi>o01?1~72UQqm`EcTy^BWFSXj9R-G zr;NQ`)*Zfw_$MozQVHn%F#CtC)9ubSfrF6}^0Ov8EB~u!3kmzIoO*B{>*>wUBrfgJ z4&DCv^S$5mPef(E|D4V9qe;)8%PHi@dfTrp)9gOae$}<_`^5J0t96yT_UHb5!8tdm zql~+3%FGX5Co^4)GaDoSobhN}Iq%cPYil3u+M00s?y6})2B5&T69#7@6Lwb^Z1NE1mv|BzLI(S*ZJ742JRJaY6Y$riF}@} zwc4Tilm9t4_$N#WNoXl>)0*gosP>r3Lc(Z&3eQmS7CNh}R2%39h!J*DE%uj}4gR`SN-HTgbg z7tJ!UIP%FPz-O-hp)(i5iw-SUoHcFpv-*>=3uMkIzAM=2{`1Z`#$CGW>sF?>#>Gv4 zxpjhTSk8L870+HDV%#Ob^>v?LLWd-eoq>$ewcz!|A1=#iOS@iZ6RwdoU7dH{{)zpE zH+}NkPvq~Mm!5Gg>FU|(x6g-g_j>I6UJ%)D>-YHTholARk9hp;y=^y7F6`X)Ci3pS zH(8sc>#yg`n4x}AX6lzk^B9y8Vy9X}t_x82Jn||+!}M0hX1_ZNO_>~CFOHXyytU}G zWSD;hr^xJkvyxP~j&ldAYV7ec`cUgyR`qJbYjMj&*Hurplzb~#d_dp0*jKT%BH!%6 ztK9!idQKM_V?SO=uUvbq>cQ79*_Pe{%@swuJz;M+t2OG+UXwk$LOM}AHgnZsdC{WH z#~PMgQq?%GZoA{t=G0ZX;$Qe@#<(Qy@Hf!0GfI??i81Xx``*XCZF_6P*^MR}kLJyr z7cr^JIry>pECJn|#KgOQIJ2|E=0y6q&3@mM!|8u9TzkKc&y}@7Y~>P0&%KYnUvjS^ zVxgqlL=@oRU8sC?!8vH+URli@!K;GtLvXSq4RU2dnGgTpG9iF*`Iz| zc6rDAyXTt(?(WoOzS+0)Ae;F0*URnC|ClQLYD((@S<8(|`=-B_d(Lzr>RDJRm!`9s znYOQ8UJq|e+0ALGk@Mc3IQKzdf&9E1ik}yrl=M?s)M;P3*rs}o_XggwdiPf@R!zw*Q@?sArh>%Lng{`PK=Yw5F0>)5~2^FH$k>9N=?DV)Naj}_HLdpWf9wEMXA)6)jW`S z(-B-}us=BEeB905H(ih4zU1*CPN2Sb{yP2xzfAQMiWYY3mDP229VoTfbL&srx7bFp zi9dea-rV|p!NbdKg%&@Vs#1NnO^dqN9(H!==F7)o&h_M5_!sSbF6NkKx3YF|u50DZ z@((B1Y;{k{&#id+s-WS!&xZV$H_jIw%T_;kdP3XM=GG(MHqFoS)igM1;dIvN@cq~w zFY0Zw463VF82vABS6rZ%dwpr%M)CBc4<Q6_WpCz8GFlri`5_RReraev$c}veb5wXheG*#IteP7-`}7A z7(VxM@H^$_hYj%p6_(^&I;jJb4;r#_{BIuZv-yjv)DINN~Zfe@T z$U5bvOLsGKzFi|*AH4hQb_ZjwZ*D!A;uqRqyB1&F&(eJQQMYWD^~F6gc5Xq&F{?NW zx*kqD<~(D*{};K|4Gb@z*Rxy?|1#@@)2?@SyT94q6?^~w^LwpH8~?w2lRV|C&5rE{ zkCY~8*G_%rd9q{iBLUw>nU601xqWSowa~tZ+}Un{U8fuWyr1A7E&SW4UTK5ZgD)}d zFNHS#efQY-)%i~k&s{y%KI?hPy>ma;)>PQsSUmks8I$Se{Cz@SR;4>n-O~5vtYJ%& zzSP%>#1EUlP3HU7E}SN-eIwx>Gvhz+MK^3VK8Vmuoyh+3+r)V8hlQDS)4HA->DU{D ze5jF~skUfG+`;IJ%QntQw)^lZhF!j|UaU9lp#PD_zfJajk+ruiKmAZ>gOW1W!`Z!^ zRfg9#$9peG75e+-&ENC0y~CY~R=ky1sH**wQNDPiuT%8Qui1aqPW*Ma#k+m`^V&il zXA6rCl@dXDyUQ0UdVU8lUT?WS@2sBod@5EP4Y{$@MtLty(~M!tM2ukX_6V| zCq0phy|$>_LB7`SqV~iiX|tc`9QA$gevz%`$m2ObH0tL+xe>ki0s5h3*P!_lD4 z3H+DCKczlCq5VH+%NF(<_g#GseUnw|P5w6T1uJ{Z9iN}x|9j3l{hjwx@Z#6&uaDky zO!2JIP3+*lal_}?q2=|@%StBmKU(?l<+N|*>jXp;LuGgbPyaJ>o=`F+?Cu1+`uQpo z@~6iyozj=LAypz`LYv8n$lPAX=gIrtv#J#=TKZDy5_c8ny&0vY);|{sa;~4gdS$FP z_rJ{AJ?i$N8X=pO`ER_v^gu$i^88It!AXx6T(2+gfkBvEzd4 z#8cwOU#_!yD9$z0TKXpYr=_Cb!>s4+k+hdnON*)8ZKHXoLHMvhw&u6~U2bn3A^XzmTQzDK`78F;`ITN1eNnsc)F|ZSkwo<(u>b8L5v_UwNZ1FZh3W>c)MCzI6MwdEPoatJ?m% z*r}bt4lbdNz5Ji&|JtxyPC+hB>OGtH4#UXuMblqwum7{{VBDI?YoqG7bWK%sZn+n3 z_3PTrP5kwg%q_R7_!IX`x*m0UX=U?q}iAGH`#5T$x7~R{>%O|K2L94oi;~) z_WCP_XReERlW=`6Bem|>&~rS|0ZV2c7LDdo_7cQCh)&ZON#aTQJ8v~B{tKd zxc#{7xu{kA!Qt1r^lIe_)`Z{QQ1?Z9xw2+r*7fug57{>HC+w8DXf*gKeR7tcK5DTMi$G7x%r<%JTg6ZEpm9sQI+y)q1NxCvmQO(5@zmq zM(bSh8+prXJ&{XT=WI2W(G9=p%3Hp*erxnc=~st1=6|W)WE#dFtFbPJ>*WH|teMKM z_Vj$Q`6Hw$_;&4M)9F<^&+n*=51IN@+TMG8=+Cs8mB;TavlJ6N7<ftPR`mud7Si$Z2rkuo~aNpAtWIm~@o*x?iY2y70g^k#`Ff)xIcANLl~y zNO9@<*E#{kA1B85efzR$!kd^spN-xMpMF27KV!)WPg_ahL!L$(e6BCqa7aXA@`pv< zJ|`dj{1SF`Y0BprJzR?!YRYE|OktOJer%fbdgsYY)P0ld?(FpyT3IhG{6ua^@05=d z*Y!P!;@=j0y5_xH;X5iuRq(q$vp0x=<<7W?p4;58O}Gah}V{=wKs{^pXtlf zsp4k;J>cuqOC=)zDy)9aaa?t>d2;1;zgJl&4NTV_-<%Cz1Pen8> zFnOQUf-`1jza+m;TK2C*VnSPG#;&BGD*GSWN##Ecu1K#-+-Vhl&g4<4@~ZmZo%#^P8;yJJn??nzr#tlaeKE$`k4pSgxgDzCrhMD9QT?b(IhDKd-qM7U0r z4lO@!n*63*MM+ubK!AN+{A`T0XfsnKVjM7FaU$34z$+Bf&m zyiK`DMmulFEIuW2fM@qxOXKYQ%l7x~OFQtq>HBMSIWIxWlNVhWm*+Tce}6>vM_#)3 zt!-~JZ0kiG?lhi?y|am>S?OqCPC%#eWii{CoHHIv&f9fr+mal9qf|S_+ZQ6rd9L_B z(OK~#EAY!sr*I#&8&5Az^$v85WdF4x)3o} zi(Q;lCK|EKghkdd5o!&P&=94vpf6l$fZ73RP@%4vwx@}VD*2!AW z-sBxmX`LayF}aqzD*n;AB_eCSJT5&wsdZm@q2?XYRoq`2wkB>cS-ax9@Y}yir|1x~r&l&8^N?il=wCoOsk$ z>Hp?J$IRnfbpMpSp1fE6mYSA`v%|#s$#?W#&2H*fNs+n4bZQoZitzOJQs-OhCrs=W zwU7Qh_q1|X_1~G^ueP7tr*h`eb6%dP0H5rm7Ec!*pLuujipO)>yE}FUtoh?ncR;FR z@w6`zy~{6EpZU)d*!#gwC+KwTibbBg_6b_{n^wIDDcXKCrliSA=Iqq;%1b9Fe4qGp zZ-r8iA#c{VWwW{!Uta1})t`G-ymZ@zqLUf*)4XFRitg<-SRePgGb1&DXY#X60bh<7 zY`*&JN%?VgdzFT*e5d}(1m&H%WZx#^P+W6UZ&k-($)gYdKKLqObN7Ax_uO~952x)= zP5oiIe#)xuAkAf&_q38eRA1dwpn7~|gp|>r1D~S)&q@pme7)v@$;O$NtPgX)FHSeC z-Qo4Q$V{wW`eE?14ZKfNW?tm@@1`m3^T>|reD*c(WBpg%#M&1`=A2$EU{J-gIct~U z+RvY-a=kH_KO=d`^6x!M+V|EeEp6Y~Z~9YOx%%0YPvK>EZr|M{IPLR=toP^NEQ(Wq zy=Ym!i07^;CXywE8M~BaH(AO&-J>JhLagm<#(>#H(&SI>hK-={|CJYoh-%hbE&NTm%t6e z+Ra8AE01rNOFlW(wa&up=+mwB=a0v{`EcV#bx z|L3gQ{&(utGp|Lm&dv0R+pl)_$26(CH?0FrISIQ)&90_hMNBs?XHlY}xT- ztFG#OBfI?Dt}pj5w6$Jm*mCc5@jGjFl?xYsJ*v30V4@EDTHDm8%9p>?u5q3xFTAaG zbDiVLJ?)1#^O*_GQJQ*fS<~dgNuSxW8`ym8#J&9LFG}fi_?eyN;c_{<*FR0|-KF{~ zzl=h@f4iNs$YA=q_odqMD}G*)oD!6HtZefp6MK6w?{`cq8-;Z+r zdpL4DYF$;;rrNuIOH)xRo_gVu*un7ihyOblF5{ic;kmVBwb(i>rZ0R9mv4JMSSEdG zL+$yMNAB{nj;;f^YxWgcT}@g&-_zOKfW$!L++f9y1SP=o65-m@=*COewdwL|ofZmD}5Itv*xI=L*@EtC}0j+N(Wpdwki0S(RT``7io#M|DGjQ;^Tk zbHy)>r8Y(H+}oD1G;if{#oEhv?ai9=9)?bI4ZgV0(z4*(#C3bEvt*1yujfUT*M3RO zvcJ>2K7Z3`zW*UvdU64Tf#r^GBWm1}NdOpzI`&^0hg8KN}(|7zdJD+W>_+{~9Z$(tU=DPnD3jSGAeXnc80WihH%x)ar@9vwrIx{dsvdzgF+O z8HasT-o03KQ_jHaJln(aeKr*gKi3FY7DhyAJi4Cw`9*E6-Lq8p5PAFWmop*@_e^Ur zI-JvaZ+qXYdLB)+?nN(N9@#y+*lJzSnk^5m^UCY?O>3Ig|DB`K$g4*6@okA!zE@_& zOE;YjPG=9kyIcFr)tmELcCnpbTO|5n#frHt$4ye-P0F$^IJ+yBJz`(&RTtj=jbBeZ zzP9xGveWr*cJ4o+y0uzYxp?lY-G&|O3*`Q%G^+5NUhdt_K2z7YK5~NegmXzspSG%2 zJY4ZI_LHqu?DH3ryTiIPiZ7p;^|Y&FafgC|ZEZ&}ci;)7FIVS&K5!t{Z`+2VW=Vmz z>lgH9qy+uCwWPQ1sDApx6ZT7YnB{Lcxcv6Z4}Y_?A8%fMc;chUt4=rnwD~=wMQO+F zuBq3rgf>-f4^m#s7M{7|j*#h<`a5N>Vrs(zH|J$IN=WaT9+?^{pOj&teCE3M$>(fg ze_1n*h^}23W9O3@xaN@aMx~owmsfP1kE@*3;j%jIwJvv(Jy-dq>M*GQ2 zA)J5dEacg-M=;8{HfzyUc-6YI`L$^ zruVixoKIHSEwa+@S@Ei8TgA;Uym#sig?8J@pI;gEQbj>!)v;2;sSg$}=24s5`0K!w z?++bx4ovvTx%7BO>E?eMMK)M#=e0j&c-=Cswrty#cX{(q9r%08ZEMoRr8dH>$F!OA zLiz5MC}?+|n)Xs~rN^pGV%1M`IUk<6cKvDTg)(lfzW3(NR?MH+*9p!!o~1sW?R~gY z=!WIX{_Z#I+o{o}qkgGyRnI?u##t)=CMT8)Pu932Hra0KgA`nBvnDf#mdOQ(9*!d2&!aycq3D< znIY0m0U?zIsS5i3Nm;=qxm@~w3MQsp`fiy;#U%>HCdRNSbOj?zV*|(~K5wHU^QA3? z>aMSU@K{ew@I5yNTgO|C<3CQ^@_Xbnfj#owi9@F*xn({7^))zjiR!AQWovpG@3yl( z5}F;GvT>i)N)3a9Hr?|y4{s6j$xKU0nPjms249L^W?Eo%*5n=6?(7-$MNFJI`44Xz3$v`@K6A+K3`bh8h^#=?+{tGo z(v&+)`Ycr+);27jabiuvIm?QbGsKS_QhGME)&KaO!g)6j?CG9%FtDa%(_;~CqX@N! zH`rRdPd2swU7C83wc?r%3#V6wn37D8mRKw6QrB_Q$=Nn9wn_s^=e$LguyO^3ExwL%X}kv%tltgNT!+Z&)FI)i`7}*1o`SNB>&m-D{QlW zat&wP1=Vf=JVR0e|FgW zTj5Ft`xX0o*si{;@80XbB zWs-RC%e)ZnyQbMD75uw1B@5L8H)M3Mxn0ZHqIA(jSf|#?nOaHhZm&u0Sn`a_kat7v}n9P(WlzQNU;*!cQ z>f9cR_a69~O`4tYY2Fd0ytZ`>S(OILTs==Tr?efod%)pd02faNpM*2NqD|#uHShY0 zltb4qY-zat(sWnf9M9P*(hc()_c!=W+asN}L44D^A~`wMHC>U@l^8ecMfg0hNej9W z=@D|IxoU=laKLxw8OQh+{@k;)Rc_x8$LQz%-^`c3S(~>bH&D;b<$WZJ?5k797uLRM z^I;6>KJ$`UdxNovkBhK>n{)DvlqijfDef;X*4OK(xi4qgm383COO>Y@o#!4Y@H#Sn zd9iJWy+z;wB`KR{rt>GwG0XV=kA|onpDg4t~_AVkoIrS_aHYdJxnH6t~n4_mGX`G|BV2Zm2Z~d+0MeVbf`DFE7~8Zg}ou^eJPl0B+vxneDz^nz-OdNlF3CpqN)1`N3RsRrP3HC5<#hBy>fu9D8#)h}WSP8O!J^n3n8Y;i zO2rnzkg#RJR~qb9?2d=P1U=7P|T$efL9V<=v%eN=Ehj3qLzg zQ%N(`+Ud0*S5W!OI*WVjtseZp@^`a_U6$s(dry0&E;<{?$e25AZD0@g>x*w@`CiTH z&*9pAZmxw%sJ*ZF(wqs8a=$HEbZK1;Q*(1(bJx3y-GRE?Sq3Z{TOxZECumGHZGPL| zKk<~-C$=m}gTx1aPX~9WTv%z#y5I<(Kz$JN4dykEg2SKLgeIkM91DmS)>s@MzW!rU zgWFL%uJvVYKLR#P`LS1lSGe?`zJG7grwnK1>=nn4OB*k%`7)*=1jrCyEKlb-w)663q-Q&O7HhRAiZZ*`H zd+^2YD-X|$G5=Y1-u1zq_vhon7C$WQ4ZqLlZusL}=aK34>tFq=FsU$;?9*nuJ^$*} zv(`5_?!`QD6%g5QytKaW{>Hz}_K$!6nIQjBxbE2fk9P7O4wl%={m@naOxf<4dCj5a zHOHRU9L%meUH`{;?pAXqPAjqdHvdAt-g|iO=I`mArB@g2a=W^5@8yq$A>tcDOGExh zTzU7|JK%R$$UmFCb3ebXcl!KtNmN#R{Q1>g*W;Hr92Wn#)#cEM*a%=K0s&5U#D!qcKr{l`mjjbb-OX2FKGvZ5NlUYy14~N7j}Zy}$2IKVSNF z?K9&)U6nDl>-60ZCsxgRtoCKcj=eiyUSIt3N#4sMrt9ktE-r6;{@}rfwNAjsG`(nR5QmGqF9%hEn&w{51bp>l?be zdsTb8KEGew-eUviQ<%_N{)mc`}a7 zWpw>xU8QS#=V;hkgX6Z(ZT~gxf3jZVh5wIw={l~3^=@J|&+|3E$LejqpTO1Uqq%U` z&R6>DD!)F@t?&7n_+_b=XA(!|qhG(@?3%@p_CNDUcj^rh#lz`WYfSb&+Whft)Bl~e zOBWb_l>g&yI)7c`{@{6c-_NzPuJ?bi{l}DRoPRjZz4EOw__mF;dbRf(*UrC^SEmSS zMQ5dypPF9peqJx`U!UveEv|}B-!F1m>Hbme{yX23q8H93Y%`r(=2i6G&+j~c;PTCf zw@DOct(^KVdZWDjf-tU0A`0#zO3MW#UcAb-dN<{+-~E68{(QB*^3geaZg+u=PVt4e z4l_4v%Q`-cKb;>TA3f#G`RA9{hfjYjGU3aVw!@WI*RQVJ^ma#ml+L9WX(o*cd*?b_ zIWPYAqm+=f>Jk3Ef9vJ#|}xwt*mwMA^d=FZ=qR#TAXVH5UvyL3=tdTwx8f;;8%xg!F_QSgJhiB8aDc&(@JstE}BW%;xcbjI< zO>*9readYP_m!t!JMP9-EH2MJ!6&`xt<;OwNBbY-^|EEhZoB)zZ2Pipk)36`yYuR| zi1S{Q-q&_>Rlx1FDeZSt*PAo(UVIj3UapT@@9fxUNp|(5%!g ziq(fNyC~igYnXl4)%?}9T`B7CChMe5ymIB;qS>lT6|0R`c24VAwar56A4_)Q{)4-Y z$_JGGc)xfx>+czLkCt#OKbF7k+wXvuWrzKuBLA>Id!=9daz*d-MsY^r=_^whd8V)G zXA-S9GmGWY56-MgRWLK-(hpaNHdHWHFpTBW56aIkQ7|)BFi;5M()Y|u%U3WnfpT0F zqHUZ_oSaQ9Tr6Ep9W70a+}w-|T}|8^jV#S9%#56k+)V5g2rG%@(&zSpTsUTEVW0r% zC&-?$6k=o)Xnpv7hT*r;H^29twJcx~7wB^JQ<&~?gikT(sfeC}viO72PgmpbUgbUT zv#nu~a*QD8cx)Gz9B)P@$rWvjl-U-kt1Z%Awn+b0l1kc>+naCiSf%km5d8xqNjFb-&y5j^C?WU$Y|TDNvGF_ z_TIU(=GBvj8CMnbt5>U4eqS4 dx + &= \int^{\frac{y-b}{a}}_{-\infty} f(x) \> dx \end{align*} \begin{align*} @@ -68,7 +68,7 @@ where \(n\) is the size of the sample (number of sample points) and \(x\) is the value of a sample point - \subsubsection*{\colorbox{cas}{On CAS:}} + \begin{tcolorbox}[colframe=cas!75!black, title=On CAS] \begin{enumerate} \item Spreadsheet @@ -77,6 +77,7 @@ \item Input range as A1:An where \(n\) is the number of samples \item Graph \(\rightarrow\) Histogram \end{enumerate} + \end{tcolorbox} \subsubsection*{Sample size of \(n\)} @@ -84,8 +85,13 @@ Sample mean is distributed with mean \(\mu\) and sd \(\frac{\sigma}{\sqrt{n}}\) (approaches these values for increasing sample size \(n\)). - \colorbox{cas}{On CAS:} Spreadsheet \(\rightarrow\) Catalog \(\rightarrow\) \verb;randNorm(sd, mean, n); where \verb;n; is the number of samples. Show histogram with Histogram key in top left \\ - To calculate parameters of a dataset: Calc \(\rightarrow\) One-variable + \begin{tcolorbox}[colframe=cas!75!black, title=On CAS] + + \begin{itemize} + \item Spreadsheet \(\rightarrow\) Catalog \(\rightarrow\) \verb;randNorm(sd, mean, n); where \verb;n; is the number of samples. Show histogram with Histogram key in top left + \item To calculate parameters of a dataset: Calc \(\rightarrow\) One-variable + \end{itemize} + \end{tcolorbox} \section{Normal distributions} @@ -93,27 +99,44 @@ \[ Z = \frac{X - \mu}{\sigma} \] - Normal distributions must have are (total prob.) of 1 \(\implies \int^\infty_{-\infty} f(x) \> dx = 1\) + Normal distributions must have area (total prob.) of 1 \(\implies \int^\infty_{-\infty} f(x) \> dx = 1\) \pgfmathdeclarefunction{gauss}{2}{% \pgfmathparse{1/(#2*sqrt(2*pi))*exp(-((x-#1)^2)/(2*#2^2))}% } -\begin{tikzpicture} +{\begin{center} \begin{tikzpicture} + \pgfplotsset{set layers} \begin{axis}[every axis plot post/.append style={ - mark=none,domain=-3:3,samples=50,smooth}, % All plots: from -2:2, 50 samples, smooth, no marks - axis x line*=bottom, % no box around the plot, only x and y axis - axis y line*=left, % the * suppresses the arrow tips + mark=none,domain=-3:3,samples=50,smooth}, + axis x line=bottom, + axis y line=left, enlargelimits=upper, - ytick={0.5}, + x=\textwidth/10, + ytick={0.55}, yticklabels={\(\frac{1}{\sigma \sqrt{2\pi}}\)}, xtick={-2,-1,0,1,2}, - xticklabels={\(\mu-2\sigma\), \(\mu-\sigma\), \(\mu\), \(\mu+\sigma\), \(\mu+2\sigma\)}, + x tick label style = {font=\footnotesize}, + xticklabels={\((\mu-2\sigma)\), \((\mu-\sigma)\), \(\mu\), \((\mu+\sigma)\), \((\mu+2\sigma)\)}, xlabel={\(x\)}, every axis x label/.style={at={(current axis.right of origin)},anchor=north west}, + every axis y label/.style={at={(axis description cs:-0.02,0.2)}, anchor=south west, rotate=90}, ylabel={\(\Pr(X=x)\)}] \addplot {gauss(0,0.75)}; \end{axis} -\end{tikzpicture} +\begin{axis}[every axis plot post/.append style={ + mark=none,domain=-3:3,samples=50,smooth}, + axis x line=bottom, + enlargelimits=upper, + x=\textwidth/10, + xtick={-2,-1,0,1,2}, + axis x line shift=30pt, + hide y axis, + x tick label style = {font=\footnotesize}, + xlabel={\(Z\)}, + every axis x label/.style={at={(axis description cs:1,-0.25)},anchor=south west}] + \addplot {gauss(0,0.75)}; +\end{axis} +\end{tikzpicture}\end{center}} \section{Central limit theorem} -- 2.52.0