From 1df72cc6edb866ef51afd1d251636744010c13ef Mon Sep 17 00:00:00 2001 From: Janis Hutz Date: Fri, 24 Oct 2025 16:16:33 +0200 Subject: [PATCH] [NumCS] Finish Chapter 5.5.1 --- semester3/numcs/numcs-summary.pdf | Bin 1287295 -> 1295689 bytes .../02_quadrature/01_equidistant-nodes.tex | 1 + .../02_non-equidistant/00_gauss.tex | 87 +++++++++++++++++- 3 files changed, 86 insertions(+), 2 deletions(-) diff --git a/semester3/numcs/numcs-summary.pdf b/semester3/numcs/numcs-summary.pdf index a69f794b9a2ab31c99be4ab26b7f29853bdd0c84..180cf8f7d1b82a1c0c133a28a0ed3ba00fa4e7d9 100644 GIT binary patch delta 109644 zcmY&Zy8qdU{Yj zJyShjV~XR^O7;410M2AIa9U7m>a@!u3u@rCH#`!xZX1r1Pd z^e0l3KCoTB{pPHu*#)lDcsDVsS?8xm?*}V+Yv_;lLy~;?ov{ov4z&id7o;C}-{sMA zWwK5~59M62a!}5z94Ab$Bt;{4YuMazB%SdYxMMb{oY$U`)@UL8Oz-^Zl-i|nde zYIdPDW1-Tw+!y!9MF2YH`VYQsLbSg}vib3+o^I3v*m$O>4XJ@$=AmDA@oIS%C3;G= zf~<|9O&9|eW2$%4*0myPDrJy0nr5ute8z(N`d`vyqzxs!%bP{gs_@{`m|;8l6e&b9 zu;CQK;1rP1$OK9Q*ODMaRLrgt*b@%9q_v)*Uq#lyWN8<=B+MOrp5Y0XXfVvas>^|< zqkbZygf$}`lkA?LL;G%2T7}Fsiv3`Vg*VgrXMMnZPl-1^omBrZ=btK8M)P`9J zV~PVK_L^0R9rf&!93`y4S!qm5by36_Hf3?pv7x-@rOmK0m<(uYe~9wY8oIA`bA;HL zB;Vz&&Uye+XC~o(QLKJQ!U^q+!wWBXIy1d1E1xib_5#1kK~QMt0r{D^G7)~h1bA1& zh+i-(ke#3>jiTykYY0_W{V0cfUT`-0)7(@R z!uo}SqHGzE8v&w4A-W2r{ZlyhU24OljAgpQBMyEBgABc554Ula<_Yh04;j~d?y2rPvQ6BqG|)zD$i zzM8BzhY?H<5>0q`5dW}Qu9@eX>`1r@_=LZZ>(BC6j02Tg2{hFmaf=Q|CqHjI)Pzs(E?=~pxz{( z{u)k@hB{yh+3u$YCX_!DVw|e2g1}qyM=z7-AuyVLBTm4A;%_G&(@7-K2L!mRrtYfC z-c|ofXVS&9OUR6|-n0{M+uT6PyX_C>gGVVw+vS)zQ>!j~N>8l(NcXq2d4*W8aDa`Y zDMsM|ZprK_NtDkw{OOh&vJU6Cw+y0@au|O;F>ktaPTPqnUBmHeTY`l~b_Tj9<5$d3Rs)E8>H}eDwXtM#6u2j$<>FT6Q3c{I5GXu9!pGwi#o^$dvS^ZJ z$?)crL}?2{B`YH})I}_5pi;19ZKL+Z&uv)dY1PE7X|OIUQmh8|!bK|qh@b12&~izt z(Igb+h{A{|@S$2s@DtJ#g^+udB$XvjpyEPIYib3VDqQk^>II=p_^|*C)t`lsT`2@6 zV9Zd;5MJRrCV+uJG>tw~=+bc2@%S*(DLN;7uSA5uM1k-(h!E9r^;#-m%nfiiX3htu1S~McxHA^$G3+TzVB*hVc=9wl2&_aUMh(mc#E6iQG_@K~K^62q zG@v2aR05U0pB+)uq_lyMN>!N{I4(?G-H#3(-w3TYH76?9pqd#PE>hA*6~x&bb|4%k zzQ>Ke4;3C9hDZj@DZ_`DT857ony4;U!^+WHB~v2;#2tzca;>+hw`jof??*!*gXKgx zAPL_kp34%!EG%0@9=t8UZ^j3?Wtm8S55E$NL+sEHL(CMxgJvAyvzS8;2>?%q6^qK* zhmE9v#(5B{=4S62q{~Mjfg8Qm3)D5n?buPR*wY$@T5@8T2+IsE47_oQHvKuEgM}4y z4{L@1&&ItV7T7lP=t0fXae)+GjL_JvP;eD}Hh;ASNLonZ#6!Z5ZRdE2%lvHZQx&oyX2gJ-P;P{R^ zAb~6;C$JZGkhl7rxX|w*x+W~FY@V~;;=oi(d25=Q{4ePce7H)6g7xMb-s_Lgk+WN^3B6^tn-@ZwKpMSi@U6 zj$Aw@_ammsO@Wzv(+pqnpB}!gF-=dC6arkZtnaKVmyE2nd?X!sEGJx%u-ZZi^ zKTqt$YmOZvv9Vtl$$@moFTAnnG7UePDud~VqCEB`3#ZiRXwz1=_m18VPz)k?*S^h4Q>>;TUL|Ie;R?u$a0AhT&JmgCFMk4y(BW)~~i62f)2qV*(z?*o067!%7IkA(^fz_mid~ zQ~3nF!nl4}h^*7ihl-M^IbS<#Q$#;(^SuvLuOqN)LUk_(=epmFG*In&k-BKEy3tkntE9;$fw13PA3vs(Cavh6Ohc5^hI)AZY_y=5MmZlLWT5gbRs zoBECV#l>+gi#G9XodtPud~G(qoM0z%7Bz^BGE%;W0*cy;eOs~i>WIfvnaz8%UTX1=rkLi7s|5%Z%uw%rO z6##t+E>R%3dI;we3RyA@{N*?rhyRp(cUfxo?}Epe@EkI9jDIg=*EW)|!~Z1ONx1ZC z;MxORuEcaZ{3`55D1J`J#Fv2vg(tb>SD|#31oa{gcF(P-+23_VpOGT`)V$#zC{!aY z)!bzQxj@?gy7;q_S!#^)T<|fq;+ojEPDX&P%<~0aaP9iF>Qu;-R%X6&V8NU>mFEaT z&z-Z)d<~S?=b5(A8K=(EqIW%IE>uORqiVD~*zLkopx=v=(sy#7m$zAVYRn6*R_F{n z<`Qb0@i~~A7(Y{si^gjs_HOugV>~$kal*n6%C}@}lqYNsB3>Ztt<=)s#%j(Y0eO25 zvV5(+4I6|~i3C(E|Kv(phfmEi;YAd~>5|W;eB*RCm_dIyQwbHrezc<3G_0pjOMe_} zO%ChjN23*k@*4Dhqw`}_VO9{xCvNpSk!fo|A+EdoaHP+G^3Zu^GJ>|~RFqeNVN~$m1;^1k$Dk-TURR!dlaS@|5 zHoT1`y(e|a8EEdXui?=xGLOS8TH`Q+=2bm;M)P^yt?8mxoW3p3om;sWfScR}aKGkU z*g0xGk1JvYAJV*B@A19+I%}tK4TF*nO|%RYXF5OLd0#+|91KjAJ&*uN_=O z7Q=FL>}6FL;&d|3)7tLri+XVD3V5H)sHBW41-&a-uq>lxbJh_IE+^1M3s_|!vbaSf z!C27ywGx?vrdT~<7^f^eTb7=FF6ZN~?>p+}OrP?WJ&rftj`-A(X4)19XwI8SEOIEY<$y( z%MX^Alx4T5#)%pk?KDN&$yj=W%jUzS)Tz|X)cAe94%K$m&V@bah*82kC$E7$xCmQ? z&dCGzt3GLYCDd}!b)wOp!^8F5y=*k#kfP{=zQ*8*6nnuzyEV9q!xissx*FLpX76+7 zwm&CPmOWao9_G^*iEj@Bwhnp~K1?SjAMQ3BbRU*JLAw@gbsEXhjx-2*m5oy30((yLK#rsZL2)-4~PKp&59E58dCN?eergpX)IFqj~6)by~1T*Xy zvy@4a2Ln~O0>i~-go%V;z-3bQhjbLYKTKn)x!kr%hZb~{RIwMGPj+&U zLr53P$P;D_fvc{b;oYw+$D|T0;Hxo{o>^8;nPDbxZ>iH(H#HRE27@Grhv8*1@NSWb z4dUj*ENje3cTx>GoRl)t_8p|Ik~b$NRB*uq;>3=bb) z`YJiy?N=oX(zP+5l&U3YIX`I{gCk;%d$K-g}? z58`Wq8^$Ix5k(B@Hj0^!H{`YkIk_fO#denz>p5aqJ&cxU=X@dOk%F;Dl`m#&=Ge5R zb@fw3s_Grz?x0-zRy9?UzFRZ!3n^q4n2{iYzo>u*tx4&Lq!8}_wKYTbCB zFZWj`_gljb$yU4#I{Eg@o*3~>*p6=Rl2;5I(&qR^cMsLom!0=WX`y(Ad8H5M(u?XV1&!$8f^Nto4F{-LSfP`ZgJ? z7;7C+GZ;o!DbL{RXwR7(r;uEv;R}KwF5H`@cWyJ z#kU?)i(>L=yCa^g^|Q82%SM#!7ZL4uDNF$pxy&gHx=%ePV`(iA16>XT&8ABNS4zE> z8c~utot6GerF3kl<*PfU^{4~wPnDm3ctf3P=bq#7B3-=QxpkwuY8^XbMHIHJ5PHt- zgkT{XDm{y*@z-8L3!a<##n*rD4r%Qit{g{Rb1yCZG6}qP{<>1h_>DN_oLwRBdYN5U(W_TEjK~cRWT(m6UNQ#^FvhyNCu|o`z&|(7(wrXuC@Wt%5 z7h>n+S9qtNQC)V}nNRu-X^|(azWG;LlFQ4)QpYOZW ziw~oxU+%lKA+>LOkD~wP>XUh=Ins41gM32FHg@@USMB(E*W)R?w>VVKHK~R{9T@yN z7`a3d9Iw#2ooEb1ehrh=Z5yei)-zWM#|P)T88Z}$sy8!Ys~d|(Lkz6pCkdF) zI9KHwo>#@rw}tVZi?~+KpP70@IOY-GDih##Ost?BF2tg(O4i-1exLr*P5)8){n$=v zDOPa7RB+R63ixRJwDa`r4MrM`qJ9}f!=aP+iGmo&LC}Ql=Y$3rOOA*mhJ7^tGK6=F zP;aV@BS)Z3As?M_)NE3z98%@l)vyPkf-B$f50&gzb9vZ(xl+?EDr|otwDu@uHN9pO zVFD)cWeV=~BbDsyN+s`efklrqW zcV1zTuswcZ8gB|orbO}j?wvn=+}?(gN>-x0q^HjzqU0UL5oBKZ{6_z|NJp~i2u3*D z;BB?F3b=k+r@MP6-N`chy-p2NJ?=JbysO;B&ms;{S_Md>$VEsrYt#=Z5I~wPC=I)( zmN@!#*aA9AdQIfrx`!fO*d85i7^e{Km?gtDM6a$m7#yzfBr zN*%HWxw82H9xGMQbYjoiua;`Dm#?zXF9*IRjB*LAr3y9C#0ZAraG1uhh|WbX?gZZB z?+xnj>Uk>0Rb|rm2_s8ET9!r$IeRELY4RudBjmht4yZV6`$fsT^}?7PD6=c#Yn4B) zeGHz`5G1M=m^DL-8j)aui_tbbyTXjCI?V$wM8;MJluh7lb36+Zh`)xFV{d)&vncenfD_9rLM zyuOagL+Hb`osAmoz{Db+Wl9B%5)S6@m4f7634CD;V!9esRWbG6+1L_!H$fDSS^Dva z;=aU^zpZ(n37DFy!qoWHBzX7=cKj*gn3P^j5b-o>^L+`yUyD8e_zct38pYNkOkjrg zgVbCF=esM@JO=r6pjTnZvn^yW2+R5urI`dzS~X}IWW@itCD^^fj7(g{CIgp2?Khnv z3j4jGk^2MG`^BFnu{CVas$~*E<#5~OA?MGE$xlWhjq#>1T7}$J+k6NTbI8Q`gD&zNwh*pV8vK_Ligp&~ z{pK4DzVbMRI3*@HGOV;!IC?xl3WCES9c_=)QN$tHqmde<1s=Wf1z8e_9t|ndLqRx} zZUGSjHqAqYCdX2iBPB{Din`*m4#vx7U!VhPO-74Flp-3tk67NU-v{Ada#lcC$y-od zr9XhSowQGq=SB$Y#Dj=@81Qy8z3}Zyg!IPB0e5?lM-fqp<_PYG4%Iqbk5$7EQkH+n z;)y<}S6LW@KE;+{F9z6;>Z^!?lny3KDG&T4Aq^&C*SD^>Fn|Dy+viZ5hgFq=fa1q3 z3>EGk)S(IIXM|MMIKsXWPJ;}q2Xq{j3C^J{*A`egRMz+RP5=5QHc(qVorMDTn^fYE z-g(l;2n#{{#@|SOjKzvX1t+Ul8KMT33?!HPUxT6-!8xC-2Pnx)0CZP8Xpz2Sx{1v4 zFc+|k078*%@HC4AWQ5z$Ghz62)A8H0ji@^*3AyT6+*x$6GPQS~)l`Fz_U zUJBqLga~tku9TBZT%b)8rB;(w-|Jf@8W8zDGQg5jLTArQGYl>pAP#_J*BYsWNkY|U zvq4COri1kA0`pejQ-+=?W}5pgA*>3l761v$DL~+RhjIyrq0$k>mQMVcwu2k8C~A^K za2fj3bzOk8r$+qSWsPBBV($lLoUb<`ua9sS^IK&kI*EcNscND?4q~Nx3IADxuF5!i z>YeFG6Gf?6h+(_2LyAWYaY}k%bxDH$@J`v^vPZvxJM`A6u5Ch7REVgJ*TYDXMF!9e zo>nwGUFC1uf^hHC>z}NHyD@!W8Ti8<3GMaNh?Twe4)J%sxJ(iG-;kv0hcOm_qkW$E zw-gv>g0H+}WN4^zPSB?d2FjWixCca88C2l=pjcA<4aSRJh_xkqt`HR?CnE!&wV#CH zUB>D4zW4zcCg861Cb?sfEzmb|(b^y*T4fq;!x~_aH@!OwKsq{=St1rZ8{Lr)O4$Vl z;>@7xt%S2Ja;euxf!bx8XRQwxV%=I%Il! zG%qfy;U8K>4@4A%AdrCm!NBhOrqF1t%vO=BB=wE(xA6{1Nu$9HUU{3o2LYK^XWg+OqcC@WFOKWHXq$5}hblfML#A-0@MU20f)zI%8P z4g03bU~G0!#+=A(nLvTqzL$B#02`+9lFmBg*9acuqP=sM+kz8o~W*bz%5sa2MRg%}vTQ4nbk&GzC>ohrVd)=m_Dw zl%bqjUqs+%72x|==VwKTHSog;C4i0)CM=~rXjsSOZd=E6Q(wlDe&J%bK0@0xCF0ihcA_@Okf+rU*7>+@G8IooOtJz`e*5k*}Z z!f@6l(MpNYM4!!VUU$F8%Rbqegs$ChDVw)JPhvc+t??T zoqS$n0d8ADc=~JS##_Rgix_W9;th=Axtgw>Sfj0Tjh6SNYr!VY52tcgH32kdFLyRN z+t@J8F_WO#)jNlvp3%IaojWQ+%<>0ZNNDe3b_0E{Np?N&@cXfpggAsmSKcehfXe8ru@X);7wB{E?O}`;!?z#a*?Vt%&dpd};w&Q(!_^1%kC1HJ-Ph z)XB>Sw;~I&Ak9B&u>8Rq2c3(tTH&0%H&-!~L2BIJ-bQOib3eHmb5_ETj%#V2Q zY1`tne&Im!$G55WLDs{3LD%%|EU5Wgy^1Gmp@wIk>2RB5)Wu-nD#gt7`w9H#3_gFd zb}D6Z4Q7jel%Gz8__X~!lZy62J}B~zb19>Aq&36ciT(Tj41dlE(pj8a*^+UYr>Om4 z9MkjAvg7fY>t%4nWtdc9^qoagTv*v%fk0(vSYngyjRhP{3cG$f*EkO0?d*4Y3H88^Rw=~{g8qPICn%G%1t7}2SW3K{vD@eHI5 z3Mc53xn%3WU-Jw9ScBPxl?pIo{EX3SyUbz@sb{o&adU8Mu+Nhea1IxMt=jl&wyM?% zxl%jB+U25S$){M-e%|Pj$6(NCqXsQPTHL>A!j>+9EW;XJ?F=%AM;XfXCSZcTdvLB{ zWQ!2wOx}BB2MK0Wx|!|K#yG)__+Y(D!;N}U!L(pJ@lX}?uvP9s?ehMcv8kVW4&C~EQ*a?}n*Q%+%qH==y7n`c>p`J>^NBw*s zmAA9#4Ex^sq%!+0`QQl1HhF(WyRQO#tHm{4JBN<~HA|%PXToYKR_dNNHKdio&!F;K zh-Nj$p6ANzRUUPBoQYFN%W^p?F)Y*8rjlYV^gF;x2{YLC zKr&Y|EhPKtaP=2kKym=e$LVCh$AA^60TUN-RFhTmb~gP-LwUN~BtLtlvsi!DU`E+n zE%?l_;r1*|kfU^aQC~5u?{M3^DAip5a-Z2u|6nzO@zC&Ze7Nr+J-n9higc`?94p>c zvimayEO5i`@X7f*LvrCWF8neFgwHd~ssKsF|Aw%Y=Xp$kN_qtnfCP@cdP&))dW^vh5l=qd2OrmF(MDKP-I>2t~8Sg3ng zXZaw)zRat|&oAt=#j^iZflUFYLZqqOn$FQ|T5jydmliOhG3A|7;xKda(vKEY`TN<^ z$&-R?{l$z`4-5LQO@ws;c&l{*g!ugbxwh&IIf6pN)_iz*BZH|1 zc46o|E99}o_v4opB-=almn36V`g|%RX6x@D$Qft=FugJok_2HtPoWR_3w)1&tp0yk zjMkG#$N@w^ReDt_BoUnF*c%AIgA~u$`j2Z_2cV@#Izj|kl<9#=2tYXV z{C{gS$?m@SpKf}a5&{l@<=>>!wZ1ALjG)tm-J#`t^;qL%k51P^GJM9a6n)PE;NiOe zh&}rf*Q39;U;9D<*Y8RF-x>WdK`4L#+_&agAP@k+)6`l!EfGcm;B!*xq1Ff=kV1JB zJpbEIhRwfzIR4u-D(guETuIj-SeslPS_}t*CApCgw8ZTAx-L`VH5V{d+Gl0i(`hm- z_NV3n{_M``015RUc8%utYiO#;@)t8BE&HqPQ5 zy-5PAO1dKMF2h)Z9Dk7HKrA09BPA*I2%YtVEm%@Xs`e;Tj0!*y{2`?J!_Bt^!zpGrR+k7PZ4Lv+2Z*W5BW#EY!06QKz9W_30m$qM z8agH5V?%6w`$$`hoy38;!=-h>sd#o3LY11cmXqC2XR9AnAk!X~!e2_^d>D z+{rnL9Uwa4*Bz632aFRtsYe74tvZ`<>8-Z76j+lc|H2Pd@c7dhZ_eKzb zVWr}tqoLH(PV}hy0P@okM#{3rV3stux!`?V;0SEo2cxPHdsP_%*B=X95$++&5T{6` zUmTAA2CF+@OdLE=ImP2-BDw@C3%Ai{M#&kbKSpO#!X}M4o-xnpOin`W5X!4lF(FNw z+#-z#VF_9g0S8S)5)|S&lh@;Y-;e-$@uh&tL;^(utNT&&5&maz^L$GR9;h_TS60e8 z*S~_gt`_}EZ)7oYt%`Wy>Ah0Bl0r#s>PQFXtj$Z!D#*e$8h)su_41#%=@|xv!!lPq z(Q@X!aQVEiYZ`)1+}eABhBW6M_O*C(pFg$`mu5i=Ak>2Ox5?)+YkbJ_k{>lc3V-pP zOU~wZplF1Yd@%;qF-_`y*$UzL7#wA5NTj&-D z%K%D(%S9NCM=VIf9NSiH@GE|hC}Vjh(FX)E^eF}%0wZVp z2B&rlK|B2R!mnD4ZVM6!(WcH-BB9?749w;%f)%J4@mj3@c&9`_4@>Zzc`r(IKfwsAAsRh(k>uB&PaDx5q(Mmn%0jGIH+^VLB-sw&s$A zTZtDOLc=_--KHWdv|zrVLteut8RPd_VLkOcP7(%Xu5(GvBnw1kUusffkmt|fAtSes4D;Sa0oM;z-5xM$!Kc+=!qJIyidP zj)~M3qShoGlA_F1##kW-nVy!+=#H*0l#f9qy>p6(RMBB{|3`&j>908-B zuKK_gv)FgcVAUGIeHkBsGfIv`y1>PFMs#lyYs(a4tY%KF>XudG)tO{ zGB4UTKH?xQwA&?|^X!7PP_B%!kf+*+_2uAI{V_<{t-`IYin=3syWFK}e` zNO>V*{wRXMAHn`v!89r42$LwCH$8*@LOo;FRPpt@i4HHy?<>@N5J1cT);=4R7$_kR zRyQh)n`0zT`#U@gUl=>wra(KkE{KY?rz`{;bM!_8>LqaK3WZU{g`_QAwK=H&87gf4 zTfYFp8KvZQ)~*5MVShL5bcion7UYu&3>;1I*;m~z(S+0kQIW5aJS!KC@7GP%C~K7T zWBjFn*3R2_kOMyo$jwyJ9Aid|n$_V4m6Js-{7SeHKG;aaT$4SdebCsOQN8po)rKf7 z&`-Qgt-F6GcmNjI11o=^U_Z%SRtCd$$Q`*jduLTv#A~d+WJifC2hSRpIO=QJ*bTbgVY>MUb>p(trrPDQ5E$zqBTRKb$IF z9Im>LW9YIUshYc@y9U678adXkj+AIyua|*}8v}hAG^T#ojwPSYW=AYlK-v#SH6zU8o*)NxDBYS;W zmvMtfG`w%5iq;D=rv)rP{5ERXK^a^#I%aqkZfj#u5(z7xN}E0CTt%f`@d9~zl^70T zk8hIK@a*=UC|SEX@1QO{+vnljt-)*QLBINEgV1GWs>41?71w8C_Ua-aU(S%?;3NuDN?=QZG-m%j2^?g82l?jjJ?+_In7KfKgw6#-(!+CXCS7O<5a&eJCbF$02 zeC0ZjYz%7;&@KNWQaAFp#xjgGe#q?FWx-(N&w-Ab$BD0|ATda=&NTetu92zzwo)RW z)=n2XDSD(i5d5^?0en5jhtN_fdV9It90%(-fEtCk17@WgbBi!xmOC<#sz5FM!Y)0* ziy0;7R2&$etfwnNIBm{~JF?dm`Q}Kn5Ge(6lKdR~ASl9=gn^oR&8UWksM_)0kmvK< z8u`h9@zo6FziJ{qpp$AU-@PWxmR$=a*GrHN9L979aJb=jDameyP;eBj`SX$@9|Po^ zKh(|ARG;Sy&dpL#?RvJKyR}9q;T@Id+J(&s!t|(A##Z*Ohb*uhLd4#+N6h zddx|ZWX9%y7|#8%eyR8&J>-6|HTnuFt(`k@v$|5i-S>Q6cg=>e9(BC(7DswD%`=`e z7Y*m{MnSn642I%7Pu)P_oO`W8ej~|gF?rwcJ0jgK3+3vcvJ)Z8$UJfDxUB4@@v-vxIh9@%%?g|S5}Z-r67xWlH{0)5Z;AO5o#F^p;TGOM_%oO3i9vv<#PQh)V{~U*UQ%=>+UA>z#+_N|(h$czBxFJX|#Q}W=(=dOG&%PeKy_4W$n~j&(%Sopu7gf(Z4M zTtgPpOLq?}v@m^(!26>+DsWYV=uIh(Vc4>$?kTwx1NE}v=-`V+@IdV1eMdV{=V^6x;B}Hd!XiK$N+IkZmvpJ$&D?uz``yo=uIb0jS*HTXNaSB_>ACx;qJs%`Mfm_S z7~_G(73OjzthXRHEBGO;4Xb9~)%k;N{XodAALq0TIuj8r{3~W}Z_$sF*XN!ma#}nU<{VgD2qh8tWZy@NuW9vu!!HbiLXLz=!VrnJ| zqywk?YxfumIu+X0{_echt}xofspeEq2Y^>J>eDRE_QqOlXJGtEUqkem+MI=bKa)A( zJnsU}r$Z!D-Qzq?Rx6*e5v}v>H|uM<(_tUg4WkL?(-_B^r zZaP`nogETS(w)tz+Y<{g4)(!R71+@aLAr~=%cQ~8)>2Lb(J8U217SulzjzS zV%SUj(CRx6NaBy{Ej%8=6bOv%tzb)k>%u@G3)#e2p<6 zR&V-t$!T^QcIW(&hp+zBAS@{00u`u;b8vy1Q6Ait%`ucXk>t=aA2rQ}nVnpgj5+Zg z&4x!XjVMYVcAkcw@mS|m1T~f>E^nG1b)Q8r=*XbL_=XQ6pL84#M~!K4wVE3r%oTW9 zP+I}JKF0@cM^BU;GjBT6o5{LR7ttS}Ywg~KX!MT?={yQ?1Omur7Eg&P>m}dbwk0SH zAyumLP|Pbmh&Nr-vtXyhvk-S#ylt94+wC)IyGAP+*Y?IANRy6gCrz60#aRC;qg}E$5g#%seu;Xj(Z5Zzf(FakC?u; zB+i|@gm%~nt!t;1W0>T|89EB#m_6_GHJmpkwdDQMq9ifkKouX z02^h#RU&r>w_S57?26Ex_Tk{)PfFS%rWYbJE%5mPdIO55cI$2v9Cb$rK9DbqYbZ_q zQqXVtK{mCH;u@qn$ZNZPw}E&myoQfkHiobWtR<17(ssn7+&l4t)L&SEuNo>Bn$t(c zCY1zQM!P-5IBlpJ=PPtU5uWhGCt4U=tt(w(-1oV%Xm( zoaq$m+As{TIyt@U))3XN2gzf(pWR;^Z9@=4uO}KljDOa+~kE-WA?F5DyZq`FrMBAsdq(c(n@+xqs2mO z*7;7M4XSuJC84c;P>*-Cx(L#Zl&CnYxqW^dg---Hrl@Y_L}udBf#ew|-DFDWkKtc( zg6EKG{b3msD4S*AK1i2B7}A3l#D?LQJ>2kv_Odpc^3H!jwEDa*1W_TX>)Y2@|IjdBu-MWfX@|{!lx26wi)vt79MxUh3)j5BA zzGI&nMcIK=YeNE@f^BFoMk<&qdbadi#aWa(>Cfpf7zB#+YK@X;l*uSReTE?BoZEDc znu@ULjyxpBq6%6f5}y@l#Ybu zg3DwZ)@BrJhnq}L{OPEXPl{?>bZj28&3-FouGe+GK>-!^ImtZ&x#&r3n>f~0<~Fi=C;J^+tyICSgl<`DH&f{-Xez4KzQlz*gf6fvD=l?uw?A^BSUgTRGaGJ z($&+u`l9|7-ykYHY}mt}tk@ChBg}>3Rd~Zelz(TD-`rz;E7>O;&e`?QI7)8AQaB|^ zg!7q#8U9RwLQ3oY0y@T!>AF14A(!`iU($)_Xnqhkz&>y0Gt+H1kL);Z-nUe9b$st4 zhj83<_Bz<67#&d>=%XOd&`&<6;Aq#UZQ1WM{XvMKw%+02o=H{ zL^6`B5Vs?6*L{$8ex92(VN2g zl-P-=lY4?SlOl<%c<>Rt-N=+o0t9SjdAouN*qboLdT%YU!yq-`OyuuA;F3`s*8SV} zIHjpfYNA9C zGZL^%Mj?Jkz3yrkKrxOqVpRTVXTsl>(C>2tpU&y<fgz+qa_ zN`Ir!Okcs0DzGFI4I4fU&pmbVi1HK3X0`kSAjta+;RlnAD=`Syqn!>?SEjk&2GKOk z8m*mp-gaTF5g2`|;Z{-Hy1YXH?FjR`JScKh?(KvETb>@Zdss>ohPbOT0pQ@$2Eq>>o zCOc`i$dUWG9S&M#)Vt(D)2J5V+Dzy4nuBPC{|}}>S-;+z#gd%Uwf}Y+zVYf!Xn*3# zNa7vSgp7H82Zfa*YX7eF%XCmNqvJa2YbqM8 zF3U3+$qQF?;wI7XRyDA|x_F1t!0E-@WkL~T{U^OesveiF#=xGDjE}f(4X51~<&L=; zqfb@ZK&XnT;fwKlXH9M}0gTRKHh(*+5y-u&5y*q95fm*nOJolYCN(P#)$mHoJ+AJd z!Q!gu;Ptfo%zT)NJ4zMEy-F3xy-F3x{!#_n{SNuoig=Ayx)fZHWojU-hCi1A1o&|7 z*$?2^QBxsn~MS2bdoAEb%f#2Lh?o(@_XZ!<~`+wE&W$tp_ z{8L=!)+L@5gFJhp?t%QYVzhJFbicAHrSlyYkqL9pvMQ&#`mdBL)b#)tbMcabw1*c~ zA?2H;3V)o(x=N=X$kmPRHI3B7{$;BMq<5VT<%GN6)8o1KE8EpEr!Fbg1p*<|h`!$3 z<~7b(`1J=k!9^u0{z8x^91r#1f9(BI+;qqOe{%qhRF~0}1QWNvh6~#b0-;iuoRkY5 z2{J#H{ePnUrBavCl>`&F)|3l46)51jIVyg<+=dDrKTcXvVOha}Yl5KZZa-nn{r;63 z4AVo}{{_Z%{85+Dl>`%)NvaDM0Xer}stW@aDx3*lmi_b1cGaF?!WKrDbX8^wPy0&% z?EdhJSH@qu1##1#`~L$>Ha#qtF`f<+x1hiaPyqoYm+`?19tiSt_Yc`yg8G*+o(>ZM zGLx}669hFmFfo^5stYQA*>WRCa_{_#_8S;0wCX;jkZs9p&5pFv?i{;*80i5bnj}mB zq;Skg6OPzlcV=B(-KYiu5Tli3N6ZjFb{$z+Sy_2hR+H+cBGt2tFJ51K{H0)(t*v6J zdVO69TPva}ZAERhtX@y6H=}R2i)J;un#?c9ob%B)&F1$0a?H$sXu9^0>-$UiwZb1_ z^dI+&hwY}hq!IAyYSt{T8mK`PA)}Y~Kg^c?$rlqSb#>dUKJvf6nk;9b$vPzP|YJf&#XrqAhl`rp8uRi;FkklWGdjzN$#gt*PF*k_#xQYN9xNpI5IgUR;pQ zh-F1-ZKY)Skfo}BCAEIYvX+-)N&($(XIHlyz)6bHKQ1NLqsfok*>twvOqMXnF;{Bz z3Z5%`D%A+kUT>QDyjddlJ>rsTOieAV_MLn_-!!Y`WHWo~$NYY~@?ZW2O|Lf1Y`$II zc*;zhK$qwE=3xSP!RWc!1g^)xh@4Q-rIV5;UqB{J4D5c1h%yGEpy9=(9} zwv#DfKu41e{#ZRut>=KbplURQ^0Q{$Ed0-}Cl50qIR22McgTm$YTCrIv&KJo*1W@c zY&>`|+xY%}4A1&|<4XPzp3q9c3P8$TR}}b7Qw8|c!U~TLEwmtNp=^~E`V>Y8<1Mvm zYE5{jMOJQ67aIHoKa~H_@#9kujGc+BGnf-WMW?rQf#Sw3p{&q$Ira1lgamRg?>C;h zax~dqd*F7t1|C{?=*#9Bek|Y5BBy?o&&?c```Xukx}7y)+6~D$i3w3t4amAB>JfQ! zIhG?*nlu>pZX0hLLFo5|F}`tJ59{|M&;LWbfP8;dm^VdW;sPtkLs&s}X6~xY3fy*D zWJk2Pj~A{6ctO%mcYzm-%DU4vVX`XV)TJ}i=9I}%!;>RMC}#AidEda2T{fHA2{K>@ zS{sRfbkeou+#~g0QH(8IAsidCkBUK*1VIjZ*7e_$kSOy5FD@-gR86hztgTsLXsT9x zcWq&-VMz^jTAD-HsuY#S_qo2m3D&7a?1lHs0yBC_+!k5v z8{j@37sE}tvWny>aPMdSiOj1|37eU=urdh?TiMH!EU1;h9S>F}&qM*vi{&7}Y)wg6 zJ*DLVtt(aWT0$eP&^P7PLhR@}BFhVGQ>uc+X|ecCu?L{f$sH7g>vUg3h4qeoPv((- zH-QcPmsfX_`NT2ZgZmqF&h6a>d#|H**wYQAX0@RPb;BPkQ2U-$PWQWT>Y)Vv5W)T* zsY&=9zP)fiVuMV;1aVd|4x7Kk25F6Q#Q)E~UoEO`XD`}T#<7`k+s=#F)vpGF9Yl)w z05{iCu?ncKVGB7GpV-W}ZO7viQBsC~Nmsgt^#Kzns=MmqBPPr+(y3^BNK3Tog}~5X|6H=)MhjYThQL(y+b@30l= zsai=!L~6fjqSGjm8#X2Q3@##p-`j_@wSLtR&4*L{($OXf2&GRB(KSLZOV)K>v~yd{CyR&B{Bt zk_~Wuf62*cwP@x}`x-)jCw^wyS+_60wA*#>h%io6NXvd1zqGo8m#O0xOEtCVl65xW=2hh_fDi9KXaY>-74DAHO_Fy?N zW^lJpwGCRETIj5c78G%DIzfacyyqQg8eryS9*%zN!=^J+``(G29zV-4!`4u@MWacH8sH={-d+{Ey*N~vFJr8 z`$3@Kx@^HKGWtWY4nA3wZBFRvrddw59)sy*>0BW2)%z%y11<?m`Jrb26Vdp0f96ZL~LN#_~b)orfjAGviRG=*cGg{LX_D7LcH2%Dab04vHT?C@$+5 zSJ~sZK6y}oyGV2$@1Oial-WDo15RTOO0_9E{=1}M(v(S4@b!7g1X=`V>`=ipzm!OZm*1pbOrvdzbR>EnZTsq?srhnM;gA-4!$vr=| z7DkEO@dGjn*Z~H`K)+RjqYA+pbzU}KJpn)|lc0wgj&^MXqIU&M0b#O&Qov}m%^FXT zfB-fXL9w5C28+m~rlZ3q_22q?5}vKUCyk}&@9D#1)q|}&Gr`UFZVPJ3sgU}K* zW=U0lu4=Z784ATR1x1s6ve$OY*tgeKkAK~;#&K{x-fh)W@0ACnSxrfcG$lHZw-5_D zF6*L=GVvQ9V+sMfzvSVkX0~iXP${=hF;W2b>9Ej}Dkz`FHRvVA0wZI?0ps4&OxF)SQ}xVK5Ew@K6Ym(K=&;iYpml7p>f-MJbEN8?aw^kagBR;`-q z8c)&;b<{gylkp@2Ne8wqNB^mej)u+c{muQ-&n>X#UoSb$)ze4&DGq>vjYP!0gF$gn z@nF#45hzJH8j&8|FWqh?0S)bUIXke+*}c1*5OnmsIK4oe(P!Tm=XcUO*wIxd-wf=3 zcMA5q*#Ht~=#-EUMkEEMR|i(j^CHtC;{W2G*d7j2$EfKJcGRu5ONR^W=bPD$`$1z2 zeto@N!cx0)@nH90@XQW8dpEFRhSjQ{jtZN);s0xyWH3llCXBKpv$u1#(+3;qT}R^g z2&v8JBTpVwj_}h5@sX@vGvgK%KxGeqWm?yUvl)jt=Wc*=Fp%D%#=!?cjy%=F2Fe!? z!|aCk#{$nM;En{VTX$poVsC8!hoRX1q_Q0~qc$X6H`(N7Pfx9uE%8_56g z7#tSJH>!3~45q;_5hvplni*&9oF$M?!8EXzr-&Ujwa`qoL37HW02N%Onk}RgaBjh! zV15g31M*of8O$T{y9(!L)NMf;<_Zn37~y8l5l>h~;0WmvID$JN{TAHDrb0lq6YMDquY_ zjO3*D6C{g0M_3+uPURv(sda~M!r=E4&~J&F1@vLm(2{AR{2+6|!XzqdJOkxKjld37 zBQPP82hVm%`Tg{*kw-d`py+u)hp3&3|5S0sQXco)R9|ROYpouM>c>(A zXDfd!s-N{xjOu6OIU=lo?=vON5Z31k!)a!3Twh3N(T3qa$1EVCM=vpxY`ZAC5#agX zi)N`}ES|^jdq+s{XzW;-*JXbi(L=5*XsPVV650;AvM_IP(E9ZbtbJ~bZgK$_xSWbo zazWn#L7(D)P>;JGt_OnJ<_Vs&vMZw#cNU;x>)e$wobU9Tab*;LUHU`kDTvDIx%Cj- zq4;37oHpCw5ryAh`g0rc=Ue9xCAf_<6SwhF@N$eXu*s1TUOe-M%`e9N$Z#S^rm*fq9x3yvR5D8Y4I8PB_$7W}j zXv#EbytGJDofQM76FEcX=(hNE(->=-<99Q7zy@af)vWQnDZqqg)O63I`FjRLjYo11 zzhwZ0LrD7!{7s4Na)8hyK7M^^*{E49#xI+@?P{HpK>O^X)##@A!Ks$v2v3{wU()s{ z*R`dfMuQfAZK>&Qfnx6#cvqq_&cGi^r?|kJwZ=Yq+wl3Q?&Hz=M;-vgwA<3ag*%pU z=8>Oxl&&;0RDmdAzs$CMDq&@5KPO<<=_1~IAKpXU$%&glYLVCG=+^2xAN?Nz_tz>XBqc)`^e`)@S5xH26EiY zV4{*b=cve$qZ*JGFfePMBriZBWBjD8|5<^4xba!rZ0YReFz9UVX z)rzry?un*Oe~j^3a9#mR)<*23XK75j=A8Zt=+k3fiath;rz^Q^Z`2qPFazui@<}rL zRCeZ%v9mj`s~%_PUk~}!Bkak6{OU0FL|I7pv1e-Q%@!jja-Io>th8goEfaV==`#a||3is%L%r2ck&#qfiJImvCz&$tyEAzywRbbC4 zU9Dn3Ghp%%=jV~9ulT;xS0BRB`P7?Lj_hE-`*~~!V|p(C=a^gSG7`tYtBeOOEnnZF zM|jq&y}`vBZ}HNg19B*`KtwT#B1JroNTPskQ`iHNC=7xRPnrN+1mm6SGSCBSER}74 zMuE$+VXDoVh=8l=LMhlS2<+$y2u&$dGmUo=C7`mv-vVu~*m?^IC}3j|mgP+(SVX67 zJRsbn@J~#fkTuAyb7oF(E^DLp-pq+u#xe63&20TJbBF&!Ku;W-J(2afn>~?6_*nV` z2Xj*Lq3j7z?+k1=9n?`O{JFVlmeW;#GtOfLd%U@Fw4V7}$wYQh7ar2|u;A8|Uf+CT zw%1vsIl1TLDEkewzaG09Y{xHb2K~aLVZl16on{xyl~5QSldFo~12rDi2$B4RVmE^#*%5%(Rk7QI5O^RqzqiReTJ0+?0R78t^jv;vR zQ@jrkb`Uf$!3dB>9YkVrNam_I2j=K}wy>B%-sg_)uCh<9aQTMJf>KJ%US%KE+Mcf8 zv6o^~hS%EU;{+6_Mh)1+%N=oKeDBaYQxB#b-qQvA+#{drUWsV%vV^wOaEOPo5gkkk z0Xk4x=0Q$DR(EHT|4L?(!}=h9uT$Kq%DGXxvm>eq8^t6 zBwRYXYOZd_VQa+T5jW0%jKkah9Ky@?YTjw@isl^*ah-H9T;1Pq)&(jPUMsXqICtvK zlc-EU!h+yt9Lz3u2$AzkZe1QQh=_0lexM27uioHg$IF3aC`OEP1pU9U`hUh)Wfa== zxy*ycYAiEgtjc4J)vV7a7^@kx?y*)oxTAvbr)C8!{TO2v-ybl4!#v>~n>FmG@f;3j zcG0IKZht6)b;x#T3Lare+;!gEUH#qHc*tbGPo$5|*c&mi$o4{XR=rfczh@gb60X6wfeyP(;~qWjvGW z74|VzF1hyzDzjgI0(o(;k-{}dFXpTievrAz53o|o`TvwEsRm3JmMKw2!nPzc7#Q5JValxW7Sifa z36|+l2^O(QZ3lE)1b$B{6ea^IYxb&8u}n~*7R~A|U4V;!I+Q+EhsrvAf)16j?5-h; z#~KCGUEDuMwP_pP;PLtvw4%m)B=E&NxPkh7r0~M7`As~TIa@V%oA3gz;p4#Bi%2>G zNcjZxQxE$;@;V%G$m?*#*{l%DY)yp448Tm{S>iGbv#J&^a1(^Lt+$X?5Mu zUP9q_CG)5o)_$26$_&XoN{<$LZLd!edM($M3`e1AhEgxb9u=AVZnfkza%oe|?L2!C zVRFT~SJ92rC2!HlOyk3zMQ$7zyqE*ER_hWve9w%3l3uNzMI+-|@5VWXF-8}?z0N|V zu)0O*W?!FLnSry{57zsUcK2=IDVqF+S*KtvK;!aQ+^KPnfQWDK z>q=mM6)q3+?1tnA*msHSCO`a-dwrFV@pX&b`&ke37h^U5b|WE08j6h032prA!w$UD z87qcdL7Bar%Rg|ZxZLGF_VIT?-ZrZy)JxYOVw?U|e==TK7~cblkZG*YTR^_zX6D}f z=hj;=_JI15b!pkTa?#HnUbzhux3dgOaR5O#TxQV`Z~h#-;1AuNmi9W_d3Pv0=yZc{PT~!aN(wp`~L!hp3k3`F`f<+0y8t0!G;SHmnBRQD}UWv zUz6Lm5r5aGVBd5zCXBxXX^&?bJIOVP6W6huc53^9C-EfaB72~wc$ zWH;?hXA+YFfyM4(vHRNvjz+79MwhdvuV)Xxl|0HwmhdEceI3b+Bs7V1CP}7M^m-Y+ zng4Xy7W;CMZ!TgX#QeviS??}lo`24lwQafHUBItB{*d!$yY20vDK1#s@M=*O)uMnA zETMG%^X{sw?3brG^jfTo{R8{^`@AY0$-f+$PZ#fAe?R-?_3XD918!-=dhQruX%;QE zvp4T(w1jWpN0f*xjXs#3Tj-e(nh1E`M6YHqXVghdeaRV>p6Cf9Iu(&t34c*6v!cJ{ zj2brDaU*rTi4}^^PK63d4FEjyQ=P1c(p0Y z1qi)%8|SLsHu>S&nN-{LTQrsYrg`An^V)U&P`dqDwT4>RUA--A%1KV)FJ!S@!=Tj6#uct$`v_!UL6B5XD`dp!ci;t2Lv(9w5#;@AV ze`CIKN|caMObHXt34i^|4fC3IRn^tJ)-MoTq3p&Tp~7D`-U!#B(?q!TTZz_?0AkF zL@zeI7vLigFCnmj98P#W=b41t@#(xZ^)62SU}T-xxN^R5Us#j?iUEU#FPSDhOJE`* zGdE92Qb}ZzMSotW#}_e6^!yP%68q5YT!0xbO z*tD5MfnX*a^BHjE`EF}1b>tNL0FEfGMKaRcVs3q$$I1xh)?=juk40#vBd<9>puw*$ z{5@Q@@ygBd+zd@9NqHKg>C@ZQXvk*#s`y~OgZoLCynl1xy4sWoJni7GFQ40&_r)G$ zgb;&BWLY%UVaI|iFw$h`F}`j`n+RL1H?0KA_QMn!d}P;K`Fn|>!GI@?Gs2kT@}B{_ z!V$1tIGCy9Jd$wjJdYes<1=m7-|GZAU_lp$3i^y?3%MzV=B9(Z(ScWF00IWQ!D0g# z1I2{&k`kc=Oru9yIl0isLgvR7YfyZY5r$B$sjk`%mD&%md`L?AX>Y;X-Jf2++!a*Gj68)wdum#{t!j6bXl!Ib@ z3MVo0^oE|s&9b97Ty4Qw7jZ{G0nF%4kQzWk7k{sU%6}K&FXmZhf-dBugi;4V|7K&G z@PD%Aol7V7E*idCtoM0kQ)}Df+9DM6nK}f?p@jm+UVH21hv`=r97LbdE%T}h#sP?5 z3O!h7k4&~{12pRNtY&?`-h#mDVCq3d@`bTS{=dc^305Uj8+)AiKZRls0FXr6*pp7j z9yA?gVh<8E-EM-hhs%lBlMn^~6LE9u*nhbU%%hF}@%?)p^zU4a{d-vd*O;TVp!j1r zq6m{*^~7#Mz!wEOjeUX55j4PjRE-ollrV)=}?DiVwfX^gApBhE`M+$ zu{U^|hb$z1vJV(T^LP_vDt~+x?ENmF9{}_zM}*R`@au%RA5%;X ztnkGA1A?~r@}NDmhgQB}s1yqP13D`#{J4N)lDu7)olOQQ}nI$IYl ze5kF=uJ8|PaJ7G<2GZi<(Yc61P%H(4;@_ef4h}S0)zJ+6DZ~AVF#%Ekwr_%9BRL?1jn`yyEI=%<`_lyGW+s+^Hhk(Zb#3iT8?UWprzh?h?pbgRK&fNZH36Yc zoK{Zv9JjYafyz3XT}QK*M#CeWLQ9vxz(9cg0@7GmChS1n|Ni@8YZq#CYSlhlVzCm0 zvIL(Ju@z9XM|#S$N!Q19F@Ki!wAdE=8(TbqIIf5yOgb>V+J*#S&X>J-v5_zC z1bi8}|Eg%v%~@>hnXEgK(*u{N35Tyf@8}aRix1^ujgA4rv@N*ci!Hc3FIGjh+!uZ2 zWfC4rr2(NEke{YR$xz|Q1NmtW^3A-ZW8g$N5 zbgS#uIw;nBHFXp#wXl_Nl;G20RoH4aP$DU~oV#N6zFe8HeBQYkcMW1&Z0rXESde=0 zF~4bSn=2_u4!eZk*W1`6JJrr4yrU9-V@;mgo^_(b#pj%E#(zzFCUCjW0lg4cST7xR zvkn_zObh1lj>4l**$ngR1f+zxAln4`enr*L{=iI1`upQasOExu4FG{4Dq+L&2Rm8* zV3VbH8ZLiewb8481U(SGeb&AYJD28;g2_NcFfAbyzaSYpz=I?)V}s)2a(e0jOqCLi z{2nM(B+~3U0e?w543TMca}He1z=D9nW&mJ8@J#nGj$`GErafA18vxKjawHN+5c)(IaU1}xuE_(dU0cgdPuua^bMQX|tLC5oAXb$UD4xcuu8X}N zkvE?_n5xc&sr_`vFtru!E|l6^?D35`2FuR*faU%^Sbv982WOl^oC;ns4#tqyPukJ9 zCL`a~WmCQ+v#ex6(dmSqB&V&>2IB7C}#*_&f*a!obYGJh;Pm`Db%f6SutFIZH-=Nh_d141Zw zouBSjd9iQe*B7ano2~kxs*A38Hd=6*W|JyYci;RQ3}KUX$T*R`cF$iLrPv)zPF*Qf z=D5UyXSd6rJ-Zm+Y8;}ZlfXH6VbS=t6VmfUsXL^GR$mh|ItrUEx}pwZTs@ujj)8?WKz$D*zqylYtA*oF$D zx_xzp@_JW6_u96tilSUqg}HN!baMN&_u4X7IKmf5JNE||xG4=5aINOd7_WhsyXt7Z zayz(0>P-0;lLwk;ye=zqds;B=?uom*qJNCJ8(#2YIe?cR@Ve8^-7JRReSVspQ4JfA z{HnUmYj-n?ai>MrUpzEF03{gF-K=;*UUfZxvG>gC#X3jyw7JTSWFABSx^=O3-Phf{ zW%JWOCc`U=fhpY}Wkv(+ZWvl+;;|Q=A>K#Yx^6Swe6w-M?0biUR_&+$W_R0Scz@q* zZ#PBbKu}d2+!bW^R}huwxzyl71F(k|?090bGs6dBVGbLg0fKr4x~tdug<$g!@w3Ce zF}Iw-H~6R$J{nZ%1IN(cRv4t4ob#s@lY5WjZ8>+`%B3p_ytrxF!zH%{90HcTy9b+E zK{%ui6JAZT_~7ir?sh^8qa0g10?8dLEQEZF(p8IR7LL3jX!OE%5e_`)dg z!aL<4TZ8e!p@WGx!cQz@B`o+&Ux&6T@@+EGTJ!7BZJK1HQeHksXWb;E+Ji9stf}{X z7ZQ0i=0z2DMW7$jexKCWtvl0u?g)-)U$k7eT=;7ySHSS&DeRyo|q(B1o=rP zg-ksZHCrqZN~+BOh4v}D4xKf1I)P5pdkb@R$M9QX3sMSit@;|-I$@=ck*#paNJ_#z zO*HZ{-*<#sk;h*siFS_P^?BLmUEdCv$N9hE8Wfni|Iq$i zGXH+RVz)Hiu_SkF$K%5s)Xhh+s#vVAiljQFXq=%WCPqW-jfhDp844b6Hk9#WHr_kb z$#{+?F_|QIr(&{W)Ps@0vxGhoaLdjVpU|F6;et1KIDgWC8HJ=RVu+l!6cl1M31f%~ zgk&=0gLa|CXRuWjQVQq_&_%QWU8O+NEXF&pg@Qtc&XDhkz)+y9PAG|2?NvlVA!!Rn zB^PH2ygaKc!3?vi3JtszC-aGEL87|Ef9 zQAj#Go0y!oU=>qk2+lf723=(6%mmI{b;hVn+69IMwqb%ruog2WbgOhiYpT)-wyx53 z^&Zy&5#YVz41(!eY9L#bxL6cP&XZ;p%t9FwD<0HQi z%xohhO`^pci#m;#$a*;C6k09?`o>ALK`=L1b4Y8N*UQW0>iFtx-ongv$d701b-P-a zp2OchuiqW7&(2$+H7t8;kT<+O?KYSV9Le1U97JWGwbkK^MAg* zUf!(c?R5>KwdtSjr;D>!%g^RS8xVyoBA$^*R>~=)ovpyaD7Gv4%f(^|jwdzBt4d!; zuKly-_~zrf*8g#__|L3)wOoB_S5<;LZT{Z;(7ZmOT2YYMSmOQd$q~H&zPoTXhd7cYD@>(En)rcAnu$!Wh*q1 zF+!G=5Dyb0-r9^vl?d=GG>tgsXf@d#Bre$^4I|H0yG|fQw6}?Pk|8J*i%2$!ZGZ;! zM3^5TdxZHBvPYp|2=j3?7y=u)-V5!-{}A%yI57wS_XTp!w}70}1A&}7ZGUz5v>(vB z5R8qOp)G;;Upx>{bM$-ch% zcrib|y1ZDl_Sf})FTejiN`E|$IEAH|9H)k~8_;JKOHL*d$7FSbGmY3eEMz)N9FeaR*f?I<5_X&8`sU+xTX!fnJ*Fm)72Qgn9^HntcWxp^jQjBB z;YAXs(ZZ&>Rh>f1h3&3DI3x`Yu1oMBoS~TWL}DlrLzza*Mfa1 zZ17*n{1kk1{*`-gnJO?`g1C3@LAHGqt1_ivBBk#F61Ej`^{%kt2*?A%!Ix*u^(NfjWf zHzXnH%n=sg&6+-)4+rujf~^hDE<5R;1CyO=M0N(Qa?T zA=$-rn79XPOsQU09Hia+`J|YVZ|3+zC%NT=`){s>-hckZX?j0ihTcBjKJ7gh@7=WB z*P-L>G#ko89a^5FL&vYkYSBICEt6@k&VTvq{0u3eGMb+mExveBdpnX!bG17EXil~& zHE-JgUCi6}?_Qm%j1!zgtbWy@PvK~}e|lshXrmuyAkFN5=3J~dF?(CTII#T{g%J-^ z^)!W|Eq@3K2%KGW$2y^W6;hu)O~eeYK05&T(CB{|+t9dIQau}R$ug&S~1jl?U zcmw_x$UoV%Yu)P`3W|BKQ&(fEIl`Y#{cxw2fm6#dN>256Xhe+LmJ%aYs(X_68ngPB(}ZNH#wKVB@q<2@7xP7AObism%$|w6%aTu3NK7$ZfA68 zG9WQCIWd=y*A5m0H8e6Zm+@E(D1WwfSd{J7J}gKh9nuU)cb9Z`r_wMq3^BAcNOyO4 zH_|B}Asx~w-6{2r&wlsTcOSp^&+p(EX3mx8TGzVQbyJclt1*h0f{cNZAUiN4D-#PJ zKwd$?2y7t(HnOoaVP#=d1)4kC7&!u1nb=rZkSHm|9Dzn)OOTzo5g5n^V1MNTTL9F6 z_F$l`G0+hJG2um`1V{nxfQ}HoDZtnrpa29Lsk_?)SphUg{{Ur>6PVH1$O)nb+L>G0 z0cjyFVjz2WM@w@H@b4JxjEuh{{q`1R0>~PfSc6=htStdXcBTMXCIu#dBFGgYv;@$A z>;T3<3nLpd0LToW4%7x{sDDYQssW@_l{A#qXqg~^)tv3^L5}~!MNCayLy7?)E~2O| z0RU<;0Hie3)PMh12iigSn==3u)gk)dc_4;5NCUa*eFcZkpoXOtiAAf%87M4x`SCFGM z0P^h!v;qFp7-u_ENISt6z<&k!eL4VnOB0}-6Y#f_BdpTy+XQ6iWa$KU`d36Cz|7JH z_?x}c?=!Qs`$wiAq9`LNp{C9#51BnXMg?|Fe zfimL%;{y>P{gIgi!2lKj&;bB+GqGU)o%)~2`7LJsErztj%hMiY4=^*baRPc-ngJnS zNS;ncEb#1JO`R{hU7(6BK< zo+nz!Lu(4Mvwv|1m;%j^m=!@_$Z*j7|MSfKS1w6s8yiIV=Q530y4FolrWQ7dADbVeo5dttX*@3_i7l6Gp z*b86=azy%l%v_w1EWbtnLR;Pt&KYs|4LH-YdWKj5nAQ=?@gLoh@mH!|}OqD-~4Zy7W2SGBZ{XrZ6X7xV^QlG{j z1j(-X2SM^_{|E6xxETEhv9UmuMmF{qe?+_xiSb_skPa9_?x8<=h`{8Jo(*DdVqy6o z0SAPa31pT0abRVElxX_LgB4PvDbNP|w*^E5{C^8V>NfieLJBwk%O4WX-01HNkjZ2= z|9#U!HtioT2oa0FAf!W<|dD1)Bd=G%JL){hz);2-yQ2EkS>Eiv73D!jko`ZvXbN{0l>p+B^MK z7k?|HR}OzcNY#IFWQ7C-|K$zQf{mR2(nAV$`3pj#yZ(V}kQ&_n@`fCm+h3`FWB0!x zgsR71J%kYR`1c(B??s^e`=0z~?X&#Z4FB^2@efu5JA$l%T9&4e*QdWsAlt&x((NM) zWM{KN?`sqQ1iArDkQV1aChr5SlAAu4dQ0R_l)+N+G96Xm3Tn&7!Yrmuv=icq=WLP# zg$n#yeAB54K=RUjdfthCc17BhfjBnLt6vf-zh9ZE2yYpAD|i#4N{EbPYcgs0r++If z_?C5&)9%Y==jjx4Or^KRwvqreMh?Vy+q>=~*~VWmE|SP~%UYLnVOhIyZHM`Ypbd%Cc;p&|-}9>Zz2(^>YQBP?{IUwZjb z>8l+W)8zJ$?RbW-3uIOp$7J}Cuzy}boe|eCZFVY0T=twGq?qCRYK4m>J+Qi8Lb+hP zdPhu!_RZv{;_~NAh)+WTQitsk2m02hz_A70vYYm^{a)d8PO z@^C?-f#vw8)hKu3+TCAx>tE_bc`V%N=!cQr7Vk}ADF(GCo*x|e(ooDe-+#3%rBZWYx+>5wYW^Zkhq*b5-dPVZevYz7vouG|2#r~k$xPL`>-Iv7QA3R zNZlh`RM&Gu!OLrPJd`{u`Sp$hgWR7q7`m0}e*1t)0^w7>_T;MJ$e z_WTbbf`#+?qFaq-YUyC?YQzhE;;N@ucIu{)6HfzU?eAa0X~O6L_|xM1>;{FCAwEcg zHZv?`z^%e`UeIe@@4#S#5Bl8F&d&z)GMXNC5kUkh3$034mm#e$cYl%4wPu$-Z#HIT z00f(MF!q6)$AVnOO|L??G^(EKlcb~v?zsB7yG5JiwyND%ohuX_HO9LyP;C=lO{EVl zwlklvM@B)Tv3DFG4Q9db72>4KF{Oipsd1>hH}Yy)fZv)v~p^8PM)h1-h3)1O~! zRa4~FUsm2?mwy=#kke_=xr<|kCgIrZycvwtOy1OOoM)sn@Qud_!8qOw0EKZtbx~;u=SfUZ?M`+LY1LH3wZ#j3~KgGTY7R|`Z^1W;&dWKK=5k) zugWC;P*i|KdaNPl__r<@M5ej;I>LG-Gh^|}3TAxxn$i-CqN%yh@1&$FV@Fh8OgARw z`DpYEM%rNJy?^=>^#gIE)4m=sQ4S5bt{)s|2f(7BHHL*Ji+##SU4cf}NBp^1;e`^E zGVl31zMU_ZEu~({xloA7thcy%d0Rm)EmM^neoz)>tRDAe$4X-(3OVw9LvqCWxnRcm zJS^_FU>e7ePP^$moNb%7t?!ZfA`)COK!^;wu}Wq+MtDdTRxwmd$*p zX_unul2Y2iFF!Er(0E+NkLB`y$=dK5LqQEncvz_-A(PnWph~r!__$ZyM%e0_ab+;3 zwIwy9A1WC0a!Sh~gC?1(;TWC%Q$?D+2a5oZrT&YQWI-TZuFn^|IEVGTd)wMNVt?#Z zt4BMfQ3W9{uM$x1IEzSusv^^bFV1c_P~TAU21?D^cg&9yRw#sgN*r{%D+x zS(wXkCF)j=r0~S>eESw@5gH2$TiFkv-pgM_5jT>1mqIl#3J+OTMV3w1r#`+9>esuz zq${S94n#b$`w|nOEK6`#FR7|WHaCh0bdqV0&41R8I!W*SfS_HA(k(Wcq9GYS2JPL*l(+1E zPifkMn13-FyQYg=AtErn{5H5eu0~#DDCr6f^y^+WQ~oK0=Ps$_g1J=y-PIpzIjzKw z8d00XBOJwqDDTuFKib}Gfm2E~NeORQP|j`ljNk%FF3)o|FlI_@J!-{2<}B`I^nVA2 zXAy;l;epb&q99>750dC~d5BePayNVy=3;U7?h~n&ff~QIb)tI>w0g)|IU$JbTPPX*)pQ}j_k0q2-uwnR2aU1nbv-}ZtZ>={gySU<{ySmoo zp3E&51qsYU>!F4#P*_OQJ;!{Y)^dEYQEP-b3IcVoalt*8(o)mGcFdv zUT-=+#!r!K?@ZJMwrk32LY78YzP&8CmySwz;7iUf-vd1?F(CY3M| z%v`5~X$McPKF_7n!H=b+C)mBl+YB_HM&TB7n+gcv9%`b0vGu=m{Zv^t+52 zAcvDUPhBs8r~Tm)-z9+FyX@g8f_|ct+k{NzlE4M&xRY^OSIMH4!ht@L%Qp&Fe z^meN}mcDo`W2&G*CUs*~!6TP9SM=4jFtm}@gJa2_^ow(~Gw-{^ggKQNXz=H#wC-0I z$uyTTLlb}EAi0_59Wa=-9# z`4(vSZwQF`5u=?q_00!T)Q)q#ES^5n$Annli(Y>$z7QE>Zps8MEZU2?Y@N1}|7=>y z-V5U14>|~(4sVDcz%(!@)Ds!HSCHs;G$@{o($LB89dlq)cddWaHmwf%Mtl%OLRek= zS^*yQfNX2eOPHKlxokiO);^P-LkOURCC;#d?6Po9nmL4|)1HL`BVx>F@bO`Y3M+~~ ziUs}^#@;|IeeEqvt_uzHs!L!(-T5W^d$80x(@u7q_u%_Bb(Y?Ux?mOGO7&dfhx$)F z4c@agaY))flUsi!B}cU!a6TQZ(w~|qt57EjZHX4T;#&8Zd|nV8+iYlL7DlUae(A!A zi)~C(CH|FZ$ujeJdtK)GQlIk93rCKIp?MK>qqyCyWe4@Dm)vo{(lhd&;U$6;L4(I% z9D}0l<5zG}b`F;?MLL5}sry~Em_QXgFRjm;3UwA`w={nwxQ*SPZ*{4`l0iP*?QKr% z?~N!F&OtQXL(nC71T$A2W*N&tuvb!MfquL0z&*J9XN}<>sE-C=#ce~x?SvzG4HsnL z%;J8aR>z<7hU*>)={ayBqFdw{<8q$`pa`NnG^T<-!sfR;ue!g0DsWjJ->}AOZ`TNQ zxI>BLNZ)@(FJtW{ys2=c8jo{#pFW+eicU~8C&Pgqln3?;%=gy8VZfJfFv$dW7xBgO zi_m^8W&mbIB_kV?cXrISaX^XcZb-gbB77D6jq?@r-HZUjlf%nRO<%^D%TEP4VZI1u z^7c|#gWR~RhU{dT68Zzb`(7uX=l25`(k-7qohyG$E9~t9KV>_!SFxS*B0^Ph$!^IQ zehP*UiNkWy?T`AjEJ2=}F+lEKp{(fJ!!Dyi-ek2YB9e}Wxm8}!I|}ABaT&v-@lHiS z#zRFUljGi*N|B8l;^2RKT>5$!N^Q77Pp$MThi7c|vISZx!HT(RF%g)wfLXXpYLF3^ zYw3S1WR>LeEUGlV$ZWQCplz!BJdGN-emz(9NNbcspkLKU{|3b@>@AiTB_p0*(V2gc zsx{M&Xd&JR$@(7bdE%h~4Q*{FZ^dQA=H{tCva~C|h7o}&8k9#t;Rab2UYfqKOv^R? z&SB!B)6ilJOG@2^I`iI%KnEOkM+RZ5CmerSPOFNpf~UT>Ey5E{w&T3PatLm>E+lIJu zVVv@!9P^bIDJ_O{^g)zvoy++a`sc0{7FN3XKjSBO+j7`;QapY7UZn`E;d#zEeZ+r_ zKtbw8yp=#ee<#TJJ@rQ)z2PJG4Ly@WV=UVVQ?eM=5AeeJCYA+$mF3G*k$z9fu_S&f zreA`xq=Oo}jYxBtEQK|i`+@36hRj}NIbM?3`Uu=e0kIRRWRLoSr@}ARwO*$m?^Lc32@rHs z{nvpHqGUPUqF`82hI)Dc@5hP;KgZY28P*SOFc^%kRpFt?15&Q~*I#DfP$rYNlUZHE z+1G-aHG80Vh74k(XGjtgnGk>W%I&@L#f)&YdSJ_b>h`nSzkCX|GS9NUPN{T%Y%n$t zIJTe|kIcxMtAsgoz<#k3HyV9(GC7kC)jmw)8`Ln^=SB4-6{ZR@9Ct|;w~Mjd;H5ar z@h|O|$xVSlG)a-8_<(D5_*Rd!>&m1D)|PDwLnCMWmK^Bx(T0f>^rC-(wymKv%Y)+F^E@=t2bRs3cqGKo2Y zVw7!|^_s;`B8b?~i{^hA9~$K|)KcWI{n*9&A|#1Sw#!(j9Moz5EQ}MqQDiC%QmQh!#ID=$=1`m@3g@L*~E1d z3$@On9Nyq_+(W1EMOM;L+TUNkmY3>-=SXTi6zBMbKaYyf z=?8-ONXvq}O<$BnvEEKFt1MZOPV$jz%%<+PPU8EE=gU3&OC1p!jq{)pNH zX_DZEa^$0^TOxmaSjJlS+Rl9j=34*Uw1;s`*8@Q;)$Q?Mw6!EXm!YI_BK79@{b1ME zGX#$E=z>b8n2}A@b;L`yN<=)FQ*q3?x-&i&G2Ke%g{SgB8M8Lq3heFUjNnsye?ouE zanMK0*89+E`wyhLJE@*Br(w}C>@T#U!v0fKH5_iscB6m2YMTbQ2Vx0Qn^DJWD=8k7 z9pdXBQC5d_atD71-ZMGBe;TeYBFBXN^-}HfhRjM?=z!zH7RMR?g97_;A7|$ye8}U& z9kAcLOv`zjPa6qVytWxBWEOTM+Exx8w-MSPhFgaeME?a#sh4$Jqw35%A&gIqc-Zs8 zM~>++V!wY>eF*Bi_6&hP9j9#nC-cR?^dgH^Su0ZfLYe7?V{F4F`upz3)EchS19TA+|9f9Zf}K zKC`h_ZEs-{rAbe+oa1?#FdDoh#RN2lXp^zK3;UwHUe!kuDb6;xAF52%Ir9 z5Z@)7_Fo+dcF!a47)fFx$p9^}4=ziMCh5$loxZfT;jLlk>7x}AmXdquA56oWs5NaC z1-$f_Q3PL$U$yD8oX)i|D6?gCD^Q&WV$5*mBTA+0AdDj>kq8m*8O&1T!1>lTb(i9y zaCm?I?Be!C0UyyOF^*7s8+#%8_G-h#3yX@R(}wpv<%da;FsAwEmwq=o-NDkE3U-pX zSH*xrIt!KJzLk&u-nC?U*d*dvh_QrsDfN>|DeQao50Tn$t0z~UVriQ~-!j|O>Z%^O zwxwUjUEhjM$L(b9yHcUhVXw!k>RRg||;re=zF#TtHVy`B z)K@}Sz6%Og3&x90Lw93}(?8NIBpT&XbbIqEff~q95%7#IyK@UHu982#wN%8W*>8XC z6^X{I80{A}>FpqShyGDl$?Q-g_?NJAiACN@m9{8WhI1wAiL7fPtPZqVo!SqK_qMcfH5-@c;A5!EQ_0}7(N(+RbQ0#Hd_{3H)gD~nTNP%Wk|4r&wD{81aEtX_ zI>sxKM?C(1jG!^tkq2o|=ho`WAvnn%ua3QT#}7^-HmW>o3u!Z*Kk4tOXK%cJQ|tX%8-IiL>P%x0PW zVBELB3yv+*->+ZJLz^USk$2LJq|>X>R~8EB1cC)d*X+r$u4p&>@P6UomZX1n>GCj! z9lWE=)6polqA=2a={!eyr8w}wdUJ!yb&yr?r0oXNm`tHf=3*atc-NZ08o=k?7|5G` zct%2Nawq;p>B0cZ*xJ#GB<&ULH5n|GX7!m3``&1x>gEyBen2dJ1D?HXHB#m*li7;8 zzGyCRh_KHwB-D8cxif#!%B1YO0Zp?A;a&+Q>Y@fH|DE=%#QP!)ftJsSN{6dNZN zkC!g)t8QDU$uV4RYFc7rO93N`B3;xO;hA60$JfMZC0x-2&|=swJ_M+JQn^);60E_W z(ALN(_`T$o6~CPLZALq;unjVj^>s|P+Lh;YU5=CCd@MuFF%9_^L8aJ~R_v6M*S1ii z&-EjNsu52G&Rgl>%N~EPVuXN>@>6(P!=(57L^^DZQz~{Va~>m0nr~!ZJI-%8zczW= zI-6kz(jT0cCv(|0?D9%@jLKX2r8We@CW{ub?$m!?(#)8kPd~n5+Kgqy?#f>MxH@|u znS@P}?a@31ow`ace3D7Zr~VnLD!(=ICB8^-ZtS% z&z>uVGK}`6AiiU47Zk-YmRup^R1y<;+Np=2W#%dU9xSWdQ*O34;4d-OguU~1BN!-G zEQ~-|B5;hr+9ZEwqZTb;W2n3ADdB?`w%Lkw`VNQT1^P3-)GGE@mf+Gmxd%`Esb3eq zxsS^XJ%*-4D)D`U1Vv+;JtI3P|(M#o_kF2L~>`Wtd z)Z@K@Nmr?kgTWaO^eLS-@Lhg=;3KlYNHYbxXZ4Q?GgyCXZDXCZ4h>NxLTA-N+TW&N zTYnC2(G;wu&qB{X>tRT3)l%ojQ7lEeuQWp~7QRC2Q$B?WrKIz(x~=n@6KWmk_jyP; zY$M~C63B@~%B$>WQf(x;xLUrLQLg^1_e}krhloAos_{BGOlaVvJ@X0>EP>kn<_7@7 zO~#&%+x~wTbNguu6f1K5!o%vQZ@*8EZmW-a;ecgg}yW$=Ic*yCByrhHKwX=Spp*%8wrj z^jx$N*b-@kj`lcbh^wmc`eN8w!i#ANIWEdb$j*P@;GaUW1g|J!0zG92Cl*=#BTI@Piba!$NVuk>iDn|W4|j$OcqM;8;RADmzR+g%?Y}Vynv-P``=FO=ei+w> zmme(*B@*;Yvd+utqY3Y$QBepcGx;bCB0zb_0l<;xi>+B(Q7s|3X?6-Lt_ZE#4A-~2 z-L9~JJxZ$X%X)DU>dAh|hMUP<_}<^-L=;vvwl#gNYpaqndM8VYH%oT_r~H>p^j9{)2kSSR-#DHEzn!zAv>n=xUPnd=Ypr!ra~KWSUobPt94Zcy}92}089^fP>X`jhDc z{qIqId=WSXj~o zH(!L2xhi&@L5;$Fj1V&rPuH2zp}z&^fxv^^rR2WrM69aTD4Pg*ov%;lHjjE+PN8EW zvY{vEPHI-kW#EstS^T(k{%C(u-(VM!1#s?sgQ9GhhBeOr zsiD_q&rFlTQ`V!bRgzgA49*LlIyP#gRL|sj#|qfWxjj-Pe?!r9HN?ZLb7lrIBdcg? z^%Id6OryLMrPKQw!JaJ^1#oxY2h(>Uc>fw35}6Uzq5br9c;!ld8hs+ zVPhXGX!|&xAC3~6fn6^?pu8pp_EYz%;Ad78JvR||;70A2c_=cZ z+C3y+CdS=H$qO7%ycmq^tZ2o2E?`wY-rV_27FCzvEf&IQ zb#RU}#nRX$HSiFfMWNY=Fm^GV^bOTipWSgET)iH#&?>sF7?=u&zLfKklX5D2&@Kh^ zxg0ea6wO*w8F_ye`ds8NWpS0?t0o~dB%b`%M9w(z?t|($*dD-=A5ou*RoZqNRk#Rc zOVX%po3#C@0tu>NTcojoLxI#T?JeF-GS0Alj#GlVM9IWev;KNKL(QDRjdL-Zl7*%3 zr_+%PshD(Yggd{~tMM0FV}ZpYX_@|35ty&-1}XlOI>LXs(v`pF@eRkuLUS+7Z=GFI z(kNV!{h!#)?yV2k3Z*4Azpj1m2~oVU5hgEivJoE_(bB6oKdWo&4VLX^BQ3Grpp(5- zO557*2En&DswCEQ8ERNF{c?Q|$fUQLUUI1GN}bA7@;re_bx32h>9*W56CBn-FPZ)@ z7uyk|F1&wUc?B%nNY1CS)DyFi+zXf)Cszp#_;v8T=s1-%1M0h0*p`&?etVx?&{YR`fr)%rSgOU183yfNvAbA}4lt zhUtI8Xh#l9(%pmwy`be~BrTagX5CD+v{vwx_R&m%Go01zvmXZAY$ z)vhc~$9-xuHdIKpn3sL3R>{-$T*;9Nure+zlgKijU%TP@9HZLGChAqXxSf_J$^-HHev;2s%hO4jjWM53Y~!+_S_D9 zn4t0m0q^m|ax8Y%S~d2zGVO@uLyT;!rNUS53d2k$dFt7F`dGthup_x8zv^~9AZ=X0 zre-C@^jzW1ODXV`fM2mQB%o<*cb8orzy0;7J}tG%+P*`p)J9yX>_<7FB|d-gCf`DvGre{#z6uf^3LxY4RVrm)_gt^9h*9W4$xCE}4LJvAhb^yL@}3UeIiNwA00=pM?O z-HOHenYt7wNul)3yxT8IxKce*NsF*ZWqJcY0o)_1C9Fegq{XJ2)QyO`vQ)v!w#{I& zp^r*g%RNn$be(%WnRMm00)2l}0KeJ|bja%VJmRj!M3&)MTy>lv;If&LW;N82fl(mD z+}&T1%+wzHqD)Ee+mkB~S6sgQVSqRNmnIB!P7%Jp*ru@C+Fs3WUe9E6@FMRv!lg!~<-Yn(asKjRJ^KIS(6ohJ`Zp4#dufeP&rzfV#WR@Mo<_g68c$l}( zaIZznZTgFDes#d{A;+Ots^1>?uoZ`EC9ksu-! zZP9);Onk*ur$=mb;!l5|z@ZI8(=)v>dFn1VRlp-7Xo92YyNlOr$HVwh^X>G5@xUrq zY6?TemMWOHFh5Svk_1PvZ<9gAk#XOxu0@w?q z&?Z=L=}5a@oRqvj_(g2J?>;PlYxwi5-X9UPI^5jnxl*G={wiC{kf!JylU+$^INr<3 z>m{yRYxKzNH5xLn=J-U;nS~9zD7M7fMBz8uVMVO35sFKVh2(yWiVHl3cEcRVVM>=w zI$c`oEH>IDp>d|_%7mVQX~VfRIvru%~&-QziHK#qp{_#fWqH}Uf_o|nObTP zy`qwZF^Qf%dcaOc%>~nO8nlxYPkG*}HpxUy<3ap^>>=JAi3x)cOhYKO%2LM->&VXF z9?m=EKzM&i2T8AA*PVW&^gMxSpeflYbK>c7(1kZQZdn%T4w+ZPop>vYp)~ruT#Y2) z(8GFfIhu|@rG?+t6)ko+&2VA(i@>lhSKPsq;svzOA;#KTzRO5D&1;hQY$|^W5u7v9 z($!u~W$zj-xSgBYRc;u#UC~T!Y84Ww(?AlNWf6Y?v>)n;2!|j9QHwBOaOyRE+6=Br z_!+Jo>5y#xA&L|jL*i4gEd3EB-Ho=@OU0`Wis#3U+=hnCD&q@id4?4xkfKwIL;@cA zfq^CKTojBulyD@rB2d9(Q$^gnXuG05@CN&QjPaowX z0oZ@*QAEvbdL`z`&(vZ*EF0bdD#vSz-B%PS7&K@n4;I>+>31p1<)BkO3>=OSSd{=N zc8R`48O{2wdGx&((f9(@AdXX~8wRU^Y}SO%7^Pt36zxyj3CG5l75KN7b&)hgm?<%1`3x6xDpm+Mn4eA5 z)_L;kE924$>jH4N!#@55q<7_JFhz&BV!?=m+W53{7C^XYF<9qq>w3hdihW1?F8v3@vbW)N|Y|p>-7X zRf@r?d$^;9_E7VsC&GXnkDa&GeJiyLtZLy2r~Xcwc_2r_ga%>7pd1R~Sdf);xY;WeCgAG~j&FGdQeLjCYAS`5_BDb(4#R?8wTeRg9tn}XvG(R&MMRE!f zGHuL{?qzHb9)8lO&yJ7nRef0fSxzfq)=puQc(PI38L3aaE|z`=wWbmGFjf$lW~3Pu+%7il8JWaQ}ZireC1V zt*SG=+UDtE5?2V40TM~F`Lw&4;0tI6vjCH^g+0*MrZqm@c9H?^!}0f&H}YE|NMpsl z`q-BN7$-xN6(@?(No@B3pZjRT1CBufVg@{k{d%LHzT#2DsgY~3`FQhNdE0mq$IkPV zkv;Z%`%KuEnf^9dNS;Xmg}#5U;#I0Og!=Zpby{OtPF7_8Jj=7F@#W4n*RNKi%f`ln zp>MV}={FL-t>sr;}Nyx+9WuCEQuvSbWmd zmPWxKh7UAym)3-TATf-pdGl*|(vCuOYw*cD~YJ0_=n!cZ#7BWAml@Dt#odvkl2z4RHo)Ylx6XSoHTB`#;ywXm50>4!} z{&nM65J!aSd{;1x|0F_3c&b)iO|0Z5I{(Kyx?R^5<#2{JEf0mJeUpeGve({**X4&v zbMsy|2bE+db-~0-ucw1Wd8TcXsSHDJt7QUu5B5HfX*#OLnBF^cz6Dp`LdZ}?dpv@e#nO`%2TFM-eIrCQy(W&9pHK_g8|*E z*N<%6M~_^tjKA`c7bf=P3vMkvEbV`~M=%IIJtM}x$xDXhBtsE} zNi0s?H_hggr&LFwH`%`WAk-v&-OryYr46vuW@TG)#1jI<#qbuVZ+-|c^-r9j06j-g zY=Xpyc5P_*+CFl`Rgp*E$X8Lj>>bWn9ZtngB0xv-@_eEsC*GrW=*d=t;+k9r-Q?>M zPs!wD277-*zsA8uU@ZutGPo?NU}+v3kA^xJF3&|?$BGlUgQ;Io+I<0LW4KDVtqzQd zX9Psco@G|8XJ@GfVK={(Qcw@vQke!Q;{Ja!NK1n51!aL3AG#t46Q?!ivfJR%AcMa{t64r#G!Jy1GW zDySN86LF?}&6l8eOQAfnr1x`J(aw<}dkOBwn(xo08^gOqiJ$-MJsU{FLSZKCra->O zt3QF4JmKUjG{M$0$t~sb)^9Q7jQ&U}cXM344aR?z8jFL-*FJ15iWt?if)uuE1Vy38 z;4pvWLb0xle|aM1&dQF+mSM1ryHc7j7$6=^8T2Oq#K>vj!aa2Sc0<_?9EU+Fqg+Kl z2}Xp;48LVD+3u1Oc2->j#$zSmg|~_5Ynf7K@U}JtedU$jORj$%RH_<9FvHFnz<5ZN^KsL0}4T$dq4^%uDIFgjW$Q6us}9e~%dy*aAuDz<-$ zxkycRX+Mt?Nf*f>ND-MSPWm?A$CLPnZFtn8mc3O?(0EC&R)C8a+JQ% zKHW)1`yR?|&BwpZi@c*}(V+Uh>)F+4J_E()&v8j10|>cQ4gH}xR5eSAWf&>DtVB() zhV8j-OPrP4L-lB1Nn3zK3R_A2eR_Y7ssw}a9W;*vrai0lzX-<@xT#vLyH>+;g{+y; zBwf8-u^bDis08o)iW#jbyJP>`Wa7z}4F*D;UpJAA^Rd7P79Z}XC1 z4CVhK8JzjnZ)lYR$|VBYPgLz)76z(s=K&N}YFE(Z+U;AM#q!IF`2jSQ0bhS+l0dVm zIUc4xZ7Jk+aRR~NLHa{#c|nqyN~gM`f*V+zrY%I^9id+R(RC7KQGKQffk=6(0|e3Veu{kztPDOsiz|;ix|8pW%8gM20oI0VSvsmy z=4_4!G${xJHqEXc`?E!sRZ)MtLEvh?S9NgjcIw|qiBz@AHR+9VBAtd{6O~6BUTODj zZyEG*GgqMdDz38ZHOqN+3)051y2T&n?88a~iMxvEKJ0Y_Y&9eI?wjE=1Q?Y?q7cT4BQ`KIwj!9Z3-#1NB1!BB4>53b^K zO-`O4<#i6_jzWXLokC*J+s86nI^tVBeRfnr=IykXht6}&{~m!b1Y_28gco+P~wO((R->M6C|3dORoZqSnZzZ>ekS^Tti<*zBcOjW7hR(vaGF3*wur2`qB{`P zBL3{4)bpuU4a_VCLV>1TJ{@GQ)h5S|8Rc=g)%OvSw#C~PzZWGK<{E<;Qbw5ob+{1Q zvW3`Ey>l$+F{#!=oLu07bCAR+q4a5MUw&uqzayE$S!E6tSPb_oU2evQgeXDW$a4T{ z=WzO2!Oed>D37WX=d;Q1$6r%L+%Zuu$y)c}*S9Y1Z`R~^*apea<#YNA44}4ztDGC2 zS#IFcD3A|{5F zS!^&I+kbdyw`y%PAC@XIGsnmNB0bLWqD?pU@S2a&m3OIW&c`5;-!uNTyR{rO@5o>e zuhPmq(Xnk=if2uB6IC#$5;4Qa)<8-HCrRu>ws@)mx3Gz)>yjv<8n|zY`#t0Vk@`Hr zIctCXwzJ*wIy?6P*r9H3Tdb0(vT2)P^hONf`|+5<*iAW;T6e3MvVS2P=0$op#sk2J ztr0&t7~v}(D6P?gliUL6#|`EU)kw~ZxOgIRI5!rT$o6_Y$3FK8T>vS{19Py)<8!#K zj>_DbU-FBRlt#-{RcR<>32$w%t8C3gTr+>va*jIQia8U~U9pztH6dt>Y8oTFvVTiq z(tZ?AyE(HCP8@KL7xUk6bQDTA*3}D9W^1UDM(4$`f6N$&aPQZJ-#|a%mF-q$X(uYP z%9Sbg-y+7H)EpCR3gq&Q{UVcMbYR>Cjajd*8z~N5SWw6-N6!x*_A_V4B%)l=#&v&E znURN=jx~qXz(t#LDB{i~$0#eWKb`)$$3l&4m8)}y*R+D3rgn@jfRR?Ni$vt-x46l$ z1YgPBCJZ0)r*n)~aVbpdq9~UkWbf!qaEb+gV1ML8Puq+)bx}-l)7EV8z_GY+Zv^dp5MzPVkCqYV+<8br1nSBDefz`OR(02*lbWWeOXm4AUVWM;^t9**7q1h?0EYP{=-5_S~4|RYNfu*KtP7CQ$4lLjs z+4Cg_LwQypytB2bp8@hB1B*Vc7QOV#xfBSv3k#TIRj!)pwLnFmw5%F`f<-0W-G|ISjN30ys675jhMLx7$Jt))fLcH3F}=L~aI0y#66!6gwCw*);6DP96O zHJ1@N3>CLTn+@Yq0y#IA!6gwC5;-$B3NK7$ZfA68G9WTEGB7fiAP^801T{D|F_Wz9e?c(azlvc4llv2y3+!qSKEQwJ!7Xw4e?tcB?C@V| za50X5)Zk!_rr`I@7HILO)0}MoCw2a>0f27}7Vx%!9R3;_8@Llrf5!0}xdC1Nxn}-s z3(s$<1NcpQZ~I?)*f@FrX#P9b?b@|f`aJ4Q#JJ5fx9@lRh zp!;9*-~tD60eSwZ49w8Q6ZY@LVq*j6|C9Fj>bY7u1OM7jmooGXFFALz%I|NIf1X>` zKbQ3XeXRY1)m@z(Y=GJzbMS}iUnYvCuFfD&eOB;W$p)5#fByYH!~aS^_2-$Fn)D4G z4Bhn4I}LtK{*8Zsw710c4Y)fE|NjC4BmLaYvgkqr7pI9Z4iSHNhWVhvE!eu_WN{~W zoSito(^ES&n`-6wwR#`6rSSuUanX`>I7PzdiPiWoJm+=V-USBSQ&aQNmh&<$6T}-R zc3sYACS-MfS*{#)#RD>7sxox_tbAt|4A%RO(Y^~A?9ezD)1v}Qhk;7gc?|kz(ubBhAIcwY`4y=p{0Gq z1!V>|R!V<}uh#M=p`@PRUc_rkpUWcT=-?;ngMQli+rPd=7xEpcm=}gAij^WLhGE&d zevcOX?)a6z;^u8&DU6*B)~7#Zoprc?h;10CRD84}?MIhU%tzP0Wa!BM(;Hc%JE&rb z@c^$sNA^j!>UC4UMmgm6T7p`HMI=nrMp!q$F+P8UufF}REWIs`Y!4YWsM>BMYMm4_ zM|a*-Ko(m8PMv1}h1(v;LKIV5uq+WTVI*7KaMhmyCdEDJ^sF1Uem-pduEF^Vo#W#D zja!!ln)4YO%E+V7%^Y&QUG@XK7NT7%5~Bm_DMo* zC^LWW?B#I_M@oyD4$um@srJ)RP;&Ck4y^mSf^D-*bKxgd+nD^Qz~bmVrtoP91;n9c zHF*c;7&RWsq?ih9m^M2_^MYfdjUghE&LLJg;QAbOk{9hc#yac!yq}3i#S^-xPu*Rm z6jf%paD=ju7@dD~3qM%g;=uOtKhpxeE~okzAQ|`b2GeaJ zK8wc5ZW^x|j+*UotK>?za0VtZU4O15`xBy&)pIw2LBQ4KRD=CoI2!nCnUod>+SV6A zRi&HA164F#bQD{1oSdq4j65M9fzi>Jo96t`%DSw+dl=eZm7huFpbpJ~7M|M11YCbG zh&5Lxz%Bsfh(%wD-L{u62N+eP7V&<&g$K81z=<5Z<_T17K#x^^Cxu)5tyY7Cpt)$$ zPQFLzK2t1(By^KEe_qp44^8~tVf{=Z59A8J46m^e65u2Y8B+f7sKl#)!B7o_$XYQ^ zvDi<$o(h{y{?1Oej=XSR`Ccc6U`2mp3`VtCJ&C5qI4oe&nvs+L z!*V60NYp45caoAv55@3qp;H58&H#xn9_YPs;*MQj$|ar{T%l$Iv;=haq`8xolx}8f zDJ5Dy21|Jz-XuCrUoHAvF%(Sr3lAH#R|JmKbDNG|npLqSp{HkjDV4jLezkwsKoB}v zY+(mOAVfNa-2SD^K>XPyV|XkcjeS?F4ryMV1QZhIb#9Uza9wJ)N;jm6_TOxaB6HmI z%Q_r>G;+^irzW++_A>5*+O;g#&B4uADGP7Wr?4VxJ zji^~(lj;Iy)^6_1eFY*hKAD|W&J?JG?dh7f>DF0Fqv+LI8ou235r|r?ZQh!HW{yE8 zu#DM!jh(*0q7<+~oqHr6NuhJ|CWW0WxsH3BGrmYqcG4W^rYX^hd)0rw=CE^Ek_J#0 zv`m6QaPLNOY7$iHvo3dh(T#^e#`KMY#A(XAGcoi7^25xbX_A4&3`y9$)@Gz@v%NEs zb4=W(cbgzPFR+xP;vojr{PSSnbZ|uEFNt0ghyAopoN`R&h+)7alGfX}7!X=taY5x< z@HfG9fU+8o#~s{nWIKP9PQ>H$TgV4Y&LHxx=x<~qrA<2+qH0Q0SY6XFvKpkh!H`o0 zRf9?yoHDzUQUhF&MRpvaNQ(Ty5U%HX!rxMHmO4*?HNI~&4h7fmJQ7Sve9aIq%l)k3 z4}Ea>^rfLF5E`0wS6JYV{tQf8I#MGXY&gyy=WSm}d}Z)XLBoF_*lO?J>uOa@bp8G< z7jCNf`(Gj(DuCjHuXV=ycJI%&y+tKKqIoQey#~h4oOO-3N=vj#RVti;-L7t}MiYw6 zCLwbb9&;143Qbkj(Nk_x&>1sGn^7$wo!~_UZIV z$|hRX1sHK4;jz||+oikXaMbCn#9ad24P_i8B}9!F4H|#rAz_1We7=HI-^zcl@#=Wc zdVl|B?cnc8z83%A1(kB&PJ@X}qHY@&f6T3*owB0t6y3ti)Y;hTW;?JR9lgyi+O~)a z5VJoZk^W(~8fRShE1_)0(?XoG;)Y*|V+L!13A5?sV zDXDxY2TFfb;CNfr9b$_uSY#K)eeZV@QtC(_S^_r}M)(|4Ngu(UDxY2TS?%|wjN=V- zjo0rXK)7?kR-ly=?uaA|O2z%6<*a9hzqsKowco9l3(M5esI;)e(R29o#weq&tHscA z2TUN7R0(gCJ*PH*g3~3cJ{^3YZo8b{kZbmR`tpBdgah?p!$fGlOM%VYtXv3*-4?8G?$=rP~SvC1M}hu8jgXu z<}fq0oJb=7HDH*Yr)M;-#D}}F=b5IbO?P^aXk;62W0}Pq%DW1O)5XhEs$}clVB+@I zLY#jfBVa;#eL#Ki3mzz#O!gOJp7!*Ls!PhdR~PE*C8 zg+GgDC6mPlS#u<_ut7&^h{Tq1VG@*V{L8!(aSf-TF*e-k zPpfpbF9GLyhF7E@^r|q!n-NGZW_vr2hso8nxjle5c=f)`z?jF-5jAcV)Ik8?RUJ6i zOoQD=WP8M^UF3ELyf;v~JNL9`>nLmG(>Y$WqI$+h=oS9kVhh9?w+j4`p)uY-R`C z6$Mua-|Vb`i**qe4k+r&pXqTLex=ZvXa{ z;bC*?S-rwZTI1|)>BRaHoENK{xUA-)-L|0lQ?($inVfa;4rneI?=7lJX-9T3t`0Bk zSMm-J%2HI8vREUn*5t!n{T&1jeeZwFX1a+J#!;UbkDC9ER0y;6p0_w=Ifu!+ZDE*t#Y55( znC2sCE65c+l&8{8niVIx`-dLDRldki^8?_!kJ9Ul5JS8nO0O_vLl(i)RhYMV=cC}( zSS1bs9;mFIwAZ~^=_wKHaaquNb7E@F;kuC^gi#3C+hH_Dj#XuE{)B%7Tu!7RNlu<% z2+o)ypMb3KkorKpHr38C`-rHt7icW^sKn?oGxLa))l%5~b+q`T# z)kbc@XYae1<{d=~UutYpLMVYiZK=gE;qlS%TXFFoGZakb>@Vnb>Htp>Z6p z4z0}^RrBpKA@rg*6rX?K$cilv7)|RH7Mc!Fn zH2(WiJlA{|`YMdPGbJJ?aO@zl$k3m{XLle4%0-p&12Ky?y_SE;O!KWcj^^d{C~94< zGt9UAClKGZDEL$JJiK&0zynFrUL7ErOyq!Ds1hK;%Qk(Y&BTHW;aOY|yK&{in1_zl z6Z44WK10ML*~(JV5S~(plr~vWwO7_GcPM&7R5tWRn|mAPIjS;!J| z1ZEugKIsdI4eF@5y8zD9S-ivn7P#IKY=QmAMlkUu7gexyKf7S^0IXx_BC0KD6@I@F z)XDP+8byC*8H9!k&ysTB?XL6)cELj{qp?pS)IZJ~cyPiGq!7FU>XEpFLcP z+*_R1qzkU*1a`)=t&SV%O<_$YV9fYWmK{qSP2lTsb-NUNW6&aRI>=mcS$As!X@d@D{)0D%XBn!l_~ z_L$@`H%a6+QDqp$?%bQymw~8(?ac#bjZb7%KP(e`LL9bc^c0Da!&4VQf4?JPhV_>6 z0w9K|Em|qh+wA2bz+O%4MVDFE)7Ny?EYf$~)kM1Z5kA|wo z7~K?=b|A`ueQIHsJY@pkvM_m871IA{YolzaqjyV86+cY_a_}N%@F3| z-1h%_ga`VeH+?<(iqYHwa72%AH+Qo63D6{phEAX>@;&t{O%Z55bNdAh$~ZU|Ut)g~ z9d022o?%xd?~{h>l|7nDk~+lDMR74rT>zWxjFCq)@o}Z8b_i~+#7TD(q9bHP9|r=> zMa)qCVG+!<0E$3$zeBW}8pV?==*@q>gdacq>TIB%FWE0~jj8d_WHeyxl_trQzT+sk z?P!W|PRJOHT+Z=40AFndI7a|QD-j(tB#OF!#Y(%g=F82)|6|&(b@<=3+FqpG6Q`Xx zuu#hP7Ex}xbp<2K)`RUA35p3SgI4&}Lqd10lqAB^=9A_6y{No=Sg)tni{(yg4E#5x z2K|4^KS-$JBA5+>VwNO}6ykAVgmlA)7$Q0Oi!}SbFWIYgkUld55&*ixWj1-2iEmtg zQ{nlr7vO@-wXPvXhzF%ti>JPAoVnj6B4r6clIEyFg!QR-NiJPbtp=QegcayE;gTl9 zm{SlNlwlIXAbK(l`pklLnm+GtNNf^{7i_H_nW7R!(7-;Ak5aILT`yR+?Gcn-4VZie zF4@mJWVa=<=}k(ipof1fj_>keePJ{tF-a$kx2C9C=4WiGA(%i4yQA`-=DKhV!!V9v zzOI)oV7uqxmoc6W69PFom%$|w6t{v?4#7$TH!v}m5jhMLw_2VK4LJihFf*6IB@q<2 ze%B7;MFTf5HJ8C95flq@~TF*PAtp}B6ilMipJI;2NxiKm64g5 z9f5*E)DdXp46?HoGjaxg0&qEhTL2VIoZrJ80j$i-JO~s3NuVvz@!e?(F!lh*1D%c3 zJnVri0BWPZK*`R@nZek|>D>*qH3!)OY2HIb?d&}qLFN|De{!%fF#O5%Ct8FNAY)`= zW#{H(1p*k^ngV1PZ|)&9Jy0d3#)o6`dn)ZYDn>bx)f z6D}{VCak8VB+kP0=NbSk09T-+6X;Lb|I$YJt_<+EwD(XmM?0Ip3IM1roSp4IF)_Kh zxiOl%I5{)gIhr%tTmPkhPt5}41aPx+v;w@pI|8kNe>KL%*7Uud&KAIbCHQk=0CFG` zpsf?|PmqM&znnJjt$Yu9w>$q^*n1dv|OZo!y=PTKy-Vu$bH@05>xyfQ5%0!2CX>;o-KzzhI70D$f$ z7EFK2{xvm!%q)M*@9psMvbVDbm>F3+0ewJb!1p%;H`c^i^Z&|6Xfk1G4t`kJbOR;xq7%Ug|$7{>uY$k^s2_O_e~- zCKmr{?Z52O&PMOMK-kvY8VF!uVf~j;{m<62exKp@a|rb37<+fIbN-j_eLPL9Y=KTr z0B*LwT)_8#R{WRX_x}Hp3t&wTN67|kgYj@m4g#tj zz$E!Mu>qK*|EBji*}sVsz$EuKaRZnX{!QHPIhFo@ruUr6e-kT!N#$>Pub}!ju>+XY z{!KjZS+xHqE&!9!-}GM3_;2C?Fq!3Z@4}4c<^Ea}*EBi+(mUm@#|G;-;_W!_lDUScZ z_qtAh|G@YDJO3Lw-ZME{I0FB1o$vdb$>ksTF3j~G_%6)tZ)ANJ=Kc?SPv`Lud>7{V z7yjqWD*ZXX|2mSG{~qH1_h9>rRh=E}tbm_Ertc5+e=LzVa&`o{>oC8cCoJ#w_pkr^ zN$)=jQ2c!q{v%pM#LnG|f&G0T7+Bw5Sh(MRLs?kZ*nR#Z*5qH$n7_`l_uck?{O5oN z0D$uejP9>$Z3j{=%9@lZ?YlkNC8V!7L-K*555X8#Pz z0y{aWPkO#d0k%b&6v0^5uj?&|l@r&d%0fFvzVg2K$l}5yIU0=Wff@3P{$-t{G)FRj zIeA*e?9&;o@vTGv^^s#yp7tLP(X8WdXjjRkx@E1a-=N(JXIYvs9j(#b7g6y#@E0dL zz@6V7Fk_>Px`mf$XAJW~KaR-2*mwQF*aeR&6nvzpo8HE?Z^S>hnic*T!dr3y19rqV zhzS1?8=j)@D6L9RoJ@?MGZ6kXi6)wV+CAlkXCH>Gj-A+xXeZsdX=0cw-I^@!pxaV5 zGfLf#BDoaKqMmx}O%o1DSmvp;1=)pG*H7Wxwra^je%PmGlrr-BM!drLhBJ!T4fo}t zFfa!qA_Vx#ON`MT*5@F&`^2pOkh`}dnX@$&JHXp3mdJfh?F{`Bj~v%A;nyX9Dw19+ zdoCE#Z?GzIjJU(s<<1V^Pboy2HtSMyQrFNjI8?+*>&S2$Zca14kpAzXnGF#7-%Jjv z!uitp4BYLx@P&tm=IM#)kPMW*%i`Q~LeXI%R{x~=CTi2r)dz!V%9XQ#s$T-kr6!CU zOg{iQdTa#Hg(-f&4UhK7Fj^vi=G9i+r~)d1jE6hd%`gV6t6G&xZO34PvL%n&jWx<{ zbbd?Op}(x`y7K|SU0@!3Sd6Y=Yi2$wff$a&j9NJ+k-(W^{dIn3vjwVAD*Iwp)D$8# zh_wg`D^IO*{+JO&A&FL_U_V*iu+#pg_Y)sG#uaPoVu(luqa#PoMkAGfodyO5L8IE7 z$_>q_c(@0N{G%}M^-u%ChL*zU7r!9Vy&Gb1JN%%CmYUrKP$9CDjA>RLLB6uJ-*psb zM`Eq!&!1Q}&UkNdRX3PWn(VBHbI<2=P!#H59@OY~)r1<`qG1+v`cHh8l*!Dq#C&80 z_Vp7kZisD-j_ldpc9vcTdT1*v&!ws=OyukzbP~j?CJoMLPsP8Ik3IjQMj1HxK(-Vm{N{iKh5ly2eVs7 z50U_360TO(*V4Q-s;+T4Ye)~VmCEVfeDXY4wm~aozywhkgE2_#h2kmv9KIk$>HwD| z8-)Cf@$!80L74)7?x(ANw-f3Zj2>FAlEevHjWg)p;fC4iHpQvYGNDQNzE7Hk+5;0W z-)hC7OqBfIPo7_1oIF9>{xrF>NfPQT&^V{J-R4B~>ho8w7M%*EtZ-nP$i!K9yOnON zZqxyI$5lVtoP0*SLScL&S)A_f-h3H>T>!sD&*WD0iALamtptR`$HUHy;sYo=q*gGy zrDPW8w@~gul%qgSPH3q+Jl& zW0}ggZagP{dt$~mK+uejVg5D!;>WEW$8CURQd^WMf~=U8`(f6+UG~|P z<{m#NMv%_0L^Se{rhqNtx!c7MR&JqmQb_c^eH-?FIvd&x&w-u4qL-k36`A?!z-Gja z6ko%j+%hChwvbK$6QB0Z^7uYI*ClgJ4vBtv4?zX*g>G7N3((Wmz^y4{K&G|hxIx|K z(`@3}?&k)#w3;sqUa~!jUXJfrP?)};IeCX2;KvO6N(4V1H1CsO@o_F%feZ%16ne@2 z*Pdd3zm9ziUX|4yTE6EQc%HxOV>mDMa$AzfT;7gUS}(kRow!Pce6)+aXry0T`09DS zr2xq|RAuM2!o~wid&!*txz|**MI>PhEgjk>UF#WBDdzZ!R1sEnl^`F%2lKGrk~3pD zHE_{<@cFKotCxloCE+Qk>uXjeS25ZAEVy8QZr!^+oBD#FMSkxUx;&|Tv$;(m;)txB zmHH`R+KH^k^v&rpX45U?6+PsXG(B^CoEB!Sm*U=3Im0+tf~GEsNd#C=b$Fnjm;&Di z0{EbMsTp*C$K|7e=hC}lZ7xgym^!|eeQ3eNe(0P}dGs%#7g!O!zHqQ%Z#=K)DMD@hm4STirXcDGXGiklrSi zes6>xQDR2vMl<5zYXs@aZf)M)Gc8vb7?7f3?t8T$LrQGkh4JS9M%tujGH^TGi@f3BszFDPbwi=vI2eJj)aFBHK0X);C?PXueZIZ<%5i_zT`vNDh)mg7%lR~8=+)>)3NFc z|EJa*zNd?y>&*I|bDz0>32;3tj>je@90u>Q-muXd8S`4N`ZUY`vMFXxxFUwS!vV`` z)%+o1*`2+3I}DHTeHURms|3Lt-db3{u$@9H-@seuf@ffg&Z_id0?q>Ry;oRpEq9f& z?B|g)?!F?(FEXI=q7;R18B*?lWH}tY-^0fa=BHLa_)sukKaY|u zil#)os65W|wG+Iur=NnGzcy+KoV2GoeC_OwHky6*h&Xe9tF7~z9TDjFyC?EByhFr2 zU>dB-3ewrhx&v006_O3m8nQt}o_4^zc(fkZ=uYSaEM?BfW74(A-jObU0{rF!lk3ZC zq)$$8h|hEc+j|Il)IL+n>hg%s(K&aU$oi;rm&<@mKuVvjCu*y#fL>)E6X(>--I9fU~`}A)*!kO#|hoP zsF9jjb?hu~L&v;-5;^Jj#QqMNa{0a-*DdKUB-Dq+?^utkYN+c`8GcZT`E=F|cx2%@ z<|y~45p6L3GNgN=*k;_v%|*(z%nZA1e_}1BT8UG!^lLwqRD-OlQEeyCs|lC1J<)lR zcS!Kma0mkDH@a5uy5`FC#_BWVJ~7g{!p#$l1@prP4@Z)JB}r$C?4Ug%JG~^eE@~+c zQ!WQ9Y9=SkGdx8{C$W)SdAtuZ>7P)J>Avt5|BM)YbUETj=SZPY4Dp-BHE3n#OwQs|ctWbdqRTO0qiRFd_TQTSgTLojB4WuX^4iw*4RXXFjbM$+$}UVrbSj&BAMSUjaEDBP|d^qEzQ_bPxt=R_BEfLtXH$Zu^?f76 z>vquUsWk8tVN63Bl1W;h96>%!)`G4?+EP4*5fGn$77spsEJ!e>(Wm!~Te=Hwt|o>< zNaN#k4kMEFTA_rPbP20k0&SI`>s&c95K>_?9@>elKz#V=cZ$HJUj1M{Hojx~SSjj~ zRP}mz6|OK7b>Eg(8OVF?Q!?bud?^lqDdWZa7#y?**|l9SDa^#rIDgH$Av5Y+I}F>O zlSB=FFr%rZGV-J=iWWs7irv3PA%fvPHp=bhxgZ=>Pefq%yqG-wLDRLrlDe*To5Gig zKV{oUoEsMXg@~WY-A54pYb%p70*mnywC%8&F>sJD$1{t>a|vX!rYN2idm&{@SOmdy|vhQk77-d~$kBrrR@ zlh{iuGUS*}XLfQNh)uS%1FvT*)PFQ^EuAl_VsM3G5l>o)IgypdKn1MO`E!!p`%U?9 z&@l^A;B4x?^llWTSO|imTtsA^`9@u6Yj`GAS_T1+5+ zRX>+OpVaJGC^aAm z0aW{hns3ND#e0;o%^$}+Ew@yymXwFJ;rm01LB=oCLN>fQlHBRH4X~+LYXdNAD7$Ag;E8;XC z)jlv&j!lUf;EKi0lfRY6GB4i!Jd(*31mG^iOV0n+4u)h*66x?MUc`9o&>=iSf1~7$ z$+v7mwP>5o>4{EyE+>i0nI!~eJGkz1oOE&WQ)gr1Ax4jjP)pueh4HFWmOV;;eGIw8 zZZ+Bfze+p`X6J?Zm3ptxZ$e8qMNTS5^Ss3#5BAk^W*8?K3iDn9dBS04gQb7*YQ++4ZqKE1S@I0|BNmBZOKrMou6Q*4A%-&{n;submyWsNsIbmaGXIurL5QFe>*?kM;~(KYnISx}MBp-dNd@ zeqzHrI(BhalOmX^Yu-CDji-@YyWMiE((e6io?^N&zyTgO#!xueaTsAaH1dwc<_I(}jbo|~(Ouu+`cIMq-K4vH5tdWbSUHsIRNFKzN&5{W=ZPG^;95l1qOPQ* zf4|%g1Mld@3k+~=fa#D+H~wh}Qd8K~QL{~vkL3Ip89E+Z%nUz&pOguGMZf+*!s4VR zn*?w^>dh>SnxF2sqyNX?=^hSYBhKhwwvFR$W66cP_}e`{m_DIP$a>B;1J5KgZGoQh z;m(A6aYgpxmWN7?s=ldI<4OCgd5Q=6Zrc&x9jh~*UMnQs4SmQM3lnL_!>d99TQR}G zi>SYrZeCd-C-2#RyYPs`?+RhxFUQU~K*!Yjaef(JYnV66R09oKoX;k>wv~n5Yck?g z9C9nl8uIYL)7Jr?=L(b)Rv9`J2sb;V%~b!54dk(U=nt z^B;JMwznz_6wV%q{6rHd4%_ymN`@G0RN6WMK7+0OaK=RZ#4ILScrKBCK7LY$!?I_E z6jL>0%^UX1UsK@q)woB*W?V5qDg=n&zc%x51 zi?#|qP*0`qQM=J=J}QL@%))im{BD2I$`wyvk{yvNKym9Sz}wrRuzEbqY}6LnU2Q}X zgVN)v{Bnb3$}To9X+*P)*P}1LjOO!cl{)5qkkJ=^(01Uhb7bY@?u;P`WiOJ(Z!0e< z{kuDd##QPguqpbDN65IBsD>bZ)tHPbEcK4I%)Cyj#QDaD2FtEKML>lw5r6{uQ~Aw@ zRHr9|$vCkIg)^LI2#+t=-|*})Saf-mi&P2ko2TI@HD|Obh;l>S6w?_39>SsAdAPFe zvCgl5hnTO;23PkF(PmuXwivN?b3snTEx&RT#%A?@Si^iHHGwIgPiJWNd;zaFA!S)c zfqUy>UZDz0zdF7Uu?z}&i~V@&Zn#}F09OlZ@ZfFX`bCU`i=3>t^|nBC5GfY5*oqE^ zX&cf2YrLY@OO=rpaiN0_-8`-f_{7tEp=Gsyj-*5-Lom7FNT$4rSecX5dt2EL{xfs+ zCnddYl$;;~HjB(Hz4&JZHES%2&3Z#PAq3vS`Gr>8(JI02`qz_z`&+@*P1A6;k`l~4 z_K}yq=MjCstQ;E&T0T~uAs%lJQ~iDMc%#$A4U;{sZ{|NCmiqA}>bMyNI$&zeDJQFc zBQhAkI=`{;jD@8lheop-6w!IseOsfn)OV7`G{BPVO`i&3I%w}oL(XCtYO_b7=0Hbq zY^pJz#L2Y%aUzV9i}f6QL^k8tZw*cy5Te9P(^6342u5SU3cGt7G8w#4w;CMpU4qEc z`&rax+>J?=e285@q-QZ@U6m@io-w+ACj&GbD2wL3^p)M%P`b1-fL%H@8St9FFy({7EdfWG&BEBrPUVZ8IzKh|ZfGN8x9Lytvf%F3fn_0(J0#)j22AnNU*FR#3Ri-itj#%T5pyp<4P2sj%?(H4Qrlp(3HSC~GnHkdUV zFZhePtzQLV@@w#Q$u2=3p%f*I*ZUr2L?m}X-!w>^GHeN3ZqUP1eV+%$e&*)3 zMh3)o3dGl->NMLTfA2(TsoAFcuzwa!1%{Q^TN&K(ThRQc0$Fp+-s>8Fy>~Jcb*?pf zD_Cm(ukV%gNO4I0EK}!`DmLy{!!thFD)EG>(*A}y3>$kF6XH9H0_Jv~BN)Ack1m5r zymc}^SKLj(175}igaUgR`ssP?Y|ln($qd?gZnb8*qa*w!*( zxXbh|`Qxb1-PtQg09}569*>akBGc+i6SkM=4zKxV1mvm+GcgxCC>U46)&LHsjoBF2 zJ|{=jCq3F70)Yx>s}HIi0YX>samtW0O}$@Yo^HlD`c4hA1>~RS&U0f@EoxCDbu*4U znP|nioWGzJNnVbZ=xKRMv+4FCaT}iieaGY5O|9W^hu*+)ux$8$q0^-Hqi-+MB^~xA zTtk_(i>n~jw4E6JscZ(k%FDf5p+xAn&N9ZQA5L+a^Nhl7?Y)gIL?8|<3sYP3>4+*= zI}580YRbm}0ZW>}ifT%R{bv3IIJ6I0GLihpTd|msd|thtiUs)XJ6rzK`VE+DKbAY9 z*?b`iq<9C#?DS)QxqFJVKR#kn0-8oBAj4`XursZ_M%toNFv-)?y;-BZ=`+xL!Zbgp zJT0mUg-BN)`eYL~^2P{Xdf~Q+c*B0pZZOS~&`ZTA%Ak&dF0GiZ$*sf~Sg;(ycFhsI z0S>@qPSqHE?Nb;=c9|wS%-eiK$impjbShh?`AP?F4Z3MvPd{VA~ZMYxS^TW&05GwH&i9K#3 zDvf~TPHf!olX(S97Fb$gTm2=|Qu@pZBDk_mYP4W~wdbz$D)$c0qv3%5L4;l9`1lej z$7`uqFNisRdpTr%7grOvdUJ6{4Og4O#3kz$JZNyU)^r%(6cNl?U9o%kmrn~34~rkLa$V(Gl&65?jU<}|k6A#( z0`QR>=(ut*Ork1eY<%ZvWY+T@@bDxoz9e-`=*v%k5^UDf*u>8qTELDuq|M*(stzgF zxciO_7ev1YzqArhJob<$HKgE_snMMBjO{**5hnzB5iNIFg{VtK>t;b}dG>t&0!_e= zhGf7422Y}!1k74k0Qk;qMdHYZ?Sh|-+-}UQU+Af#P(X1q2;|-bRt9{_L9>VygCr05 z35tDx*xZM)A@z~#bf~Z~YlU}6(A6{#j?G{V{R!g`nZ1GEV3uCfeYA`A%e5aAB>O4ZuzB10hdLb z;)Y!>ZV$SeP!XE%q?!eX_>$N-Rn8!U<71a_)&tFScC}bsF5!+ImybZNTFc??Zc~I) z7@49I0wIIe6%%^v)iG@g7qktpzg6*nHQc2l`Qijq8Vx)|qPb<2z;GLr0`P_kUsLa< z*)}Mv1e_2={Vit@EidR-!}xlE@-uw4th_GCV0UFFFGLiRFuBk5(^TTy>oh1rUqTnJ zwL@+-oCQ{jlvrnDl~kX7;FIhyM%vIAxnO>XvD_>rg^>kw=8LxZ1fjdYz;_*gQRaNV zp{^ffN_KFlhmc2pxs^O4Idx!!$K1XG*P-R7sN+=V+fpcriO4!pQH>5=Sw^EgZ zXUsmcD?z+@n!IKvwS-MxW!&a}SBHT-{*BH~z4J3!$?ye3bm|=?Ia-)_Jij_y{bnTi z0jX!v+)S;WU1}$aT-0Z=)nON=&;B;{$87*s$9m>kOw%FbCzZ#8HZQ!B)&y1+=)COe zgjE4iQTn=vrj79JD8m|4lzqR0^uEH27D-<_)1PIC21L{CwVr){KAB&lfzU`b@eo-Sd#4YbhivLP~(=ae2Rg)s=bKl=XK01-C z%j0?3^n3U1)wuNW6Dc#C+xTzs{o)OzfX$}u$|6utl$49CKEI4WLBzs(;zOH6nVjaPEl-wNB%5p%|(}a233$(XN5~0n=^VZJ-6iwS%H9Du<@=2cXFhZ~lMm4FKYPrpSm#Duf4vATyM;mfX zI3Ky7N;4DM7($Sr9yK^CJ5ui)Tvwv=@M#u7?9*l1HJ7>QE z^;cQCIi^1VOehBqknGm?E`P-zvc_IL9!m&j&^ArE%*j-<{I93WPw1~RVXd^e$gGkz z-bv#VX-(y4rAXv0R;D-dRr*Oj0>2Ak<=S+gs8eS zX-r(PRaq9x^;{TOV!lb0-DP`|ZcoXs(-Itx^PlPzD-2|s1SYy``nOvL5DHsxf`r*S z3kOqeugm39;Asi5Kc??LcIZ17jlObMBneO7I%t7!S*LY>@%)(IG~7urnSVraAx^ip zZT_6lmjGZRgePZ&qjTic>P$T|W#?_HX*9l;$FW))TGdIY-Ii4xG$i2e+cZ;`h6aC!fSsxyYfLpzP|tmjMv*TVN6W zEZ8P!+7Weo>G6ucRc?F`BUA}8i6oRj6K0%9s8nUk>o-8=U5NCNPmEx@4u7e6q!AR{5g~t#gtb|ky`x4)kNs>iIUDe&BDzo1Vo61*V zax33vz-8YLvA;Igxql3yjhZ|@-jCUgo2t?uKqVxgtTEILd%cj^N??oNEQSApS2N^X zc`#XPvHW{ZNxA>P7*^K600s8&R+W-&SN+ZJ5w9Y_t)1XrCS2Ir^36+5aif2g&TVrhQgHclV>Zr!^@}CGxAi*E0O@-+{^&kr zG>-g$0wa#4nP_}dvjSwq_fD-*sX;c4@!Z^Uwe{K+>~7``a00-muZS$U@{f zxVdx~2aWDqAxSZVi|&38Jc@Qv^$=g%aw(7MMPc>Bk|55|lLATF%`G21aC?asG3?^A zXMeG>n(u2STI+GMuRB#UD}mp%s#uYhkwUVg$u|3eKWj>!lQ+*VAIw;B57M=N&7c%o zBCa@JV%)54TDk69RQli{Y+A%ea@qQ-~O6D>Q+oG5pQL`O`gUAP?ajBJG%-;5AvVg^eH$x z5ipEdYC*M4gknt&BF|lsvAh;IYlzEb^L_-P_u>l0t(_%3-OJp|BVNsW7L=M5cFYJJ zEjrkChiU=!-R&ex-O3$z_?6tF@*CmzIMOns@R+zly3P~|fk zms>|=zHw694G3$B5Vsm}CXkglvI*v9CpcEvqIQHtMDE7#=;j{=_JFD$MGwBEhZT7B zY|tk|S)d}uuqx0t_<&7+mnT+WO=p|5%Tta^L0qDY#^-z|A%q&OrfU!Mq%V0Uw4>o> z$2agu6;h3U&cHDf>3U50qP^|J#=2H28b2CefzY~V7{R=kHU-{vQr)Ek{@FeHJ4XJF zWP^wMN{`qZL4c<_XQgKcIalA8QCV;;J=gM;Q8mb6_c~XzMDl%qYfY6w?snc4d9&;g zZ%2Pa{S_wNuj5(%a?s!zp8~_OR}uxJyD3v3y(dYVlBHh4QLnhTnLx{|H(MLU+YaUDR5pX)z=8bwkL zTQ*^k9aVnSe5QPVY*-qjSxylA+W7lfYE%G>wgqU-Yczr+k|)G?dw(ZzCu~bT zFk1>v#=xq3iK1EO1@@u6bfFjhhQr0+(Tb)0g!?1Ezp{ATWzo&Al^`#@D__l?4>iHJ zVZZB^^k<%$_e{D+O}CdhS<3y>_x8X4kG~1pzxGg?t5W-amErBgG*TWF5Ug75(+xCb z*0A!D%=t%~SgyLKik1?S^t&-qVuiZN{gx$^cc;%SFAaM;Vjp7G4W1u2d>PWgzz^xu zE{0ASnV!B6GY9Wy&YIcvzI+rrZ!OlSVGK$)f`+c5_Rs?LK#*tzZ|0SJn|Q31=9wKr zb7bo=O^bDZu47{8HWZbpGv#iPhqy8E(4@cn-mZnq*iNiMGlqQ7tC3zo0Zu?LOtL+( z>2oYGZn{_!!UxhdGZ43n|HJ|7YJbau4%1qgQ<+qQl&ck8FE>D_9cd+FKUnYr&1fT{kEmdM(Z;j6?(<>YZ!4~-NAe-}x{qJAEI^MpRspN=rCTV@@{EJ|$gME$CD9bV z1+<(bnL&y_b?_d$u=HvwdVn_9wHVg|z8boJPA;t9tq|!5(GIsuvegjmBMOQsiZ77o@K-h{A%B(EFz=`dfE>c_8n zq8aE84)U?6cGPRmd2!p85n#lYceJ50=}a9c+0Q;)L{jH`btfa#!OAr0Tp4UMDdn=o zKk?n9$^H4=u7d%Qqau2x;OM1jc1R3=KG%xb9tkwIDr_^t^h-kuF8#PsJ^zKdEY};c ztk8pXbek$Qz^=j{B@I6OdDbg6-Z(|ozTk|!i=1XK4-ffBQK*0E%nrgnG$e=yxok#E zdu6S1D{8_W*I+10jAi`ZYLQP@73JaRzzY<30IoRy>41Wq?qm**6cs=eQ5TPY{<}q_YcZb%BF4yXOPr*kCp! zO1Crak8(I-KciuG5%u8KS({;~4S5cfMCRhIw7|aLm7{SkX;?ksjo=8k(e2UD=M?JZ0YbUU-Y$UhnD;NAxfb9`x}? zh#W%}&f81+W9c0n)F6CGJ76m_txZ=RfGVf1gFGN#^1DXy+_AA-lBw~lay~{!g^gY{l5kw@bkE`JRH0n@4#Zkz^d}woe#c>UE(9H(hLg!v)4QFsu?)*HTykA^s#Q3003Z zrLgaBSVDw(#>(t}y>jP?>mjza{u%96D#s**7QNmGv(4&-E5av#L?qt}IXWW3pW--- zhw~Sx9a}a1NkQKh?J81mCnEf}F=<;BTH{k*`ev!KIUltt9q#$h!^n%w7_*`)-|f$b zvF!Umg;mD%-f_G;m7U_owS$hg$t0O6y(~Zg()Fl<+ilw_2g91}CxPv-H>xHlI2>;R zvI{k#P6-b-5^Ds1Y+S*>B*~{0=fwZ@UqG`zJJll_9!3oFYMW*pZRBBw^G4u0QHRsj ztiEEQmw~H?{1Dg`E4~7+Me#T_ZYbLYH&9*EN>rAEm5&ZC;vTC2CQ`3WR_gt9672>& z39ORt*|h2EvKg>w8WknDP9%KrI$`9DgxBlZDImG%V?Td?Wr@fcO?dgD{7Rx9#*q|? zDWa>zx9cgcfo=cenRG{(NMGoUTq_~>gq3O#WJic`FPtQ~!34o2rgY{@d2RAyVuSC; zj*4ZdoxM$P&$-|~n+_L&WI_CPR$-BN!53lh^)gu%)xQ?!)9GZ!8hvNpD3Oqc3PSb; z5@JEk(vV?)InhNkt+cR^V*QoKzRN2#i$~5<*P>N^%TItow1w`q!4jzE>Arxfs*FhZ*`GBtwPa zoFRxb&CGN8yJP8B#V7UoLQseVO0Ci=69?w7vYc2iwccZGW1Hn_%XoHdbZyfgVOSR` z@PCqj2dt7CBt^>03w0B^ik`rd*HX)kS+Pr!>r0w9VqwyKuTI7Q%AfnSOG$E*Nu3MC zWMKpN&4FvM79t15w9y9Yl2SuUwb$yDff zog8bnwaorX)*92g9F4MaCow@Lo{%qh>!pA+f*#hHw;Gq5f6YthM};N;;xA)u8UbIw zFZ3&g%ts!&oge~CJWN*qeuD-MsUOFXzp+{|2a)~B!*Sau%Hn*=sfcM+Z#3o7gbZhY zg1|yHMAquvK{AUSqghA=2_|6HTcezi6h#kX7tFU; zQsB2YtC}li0+3{T!R&4i-OX5a{6olp(+XP5ugseEt<|Pn68y68gism=z8?!ZkS3Z+-#Icy4r3i4i$h zA6$H&KYzh#|m5 zxq81F48`>?YM5z~O$=Jw5y48JjJ=9nhVQC2Y0$pRdAPM0A#x39E;Zq!Pq%0FHeNk- zwR}6$nyL&w`O>)|dxnpnFy7{W(L3FjV496A^dkxqe>1q7%c6yq@`|04KvXAxPJ%3G z7#ZC-dj=09cSR)x?uHeHwGhmNN`L!aXPEHOrRx658(m6n+*X{6i*0`4XfTj4QLk#@ zNuTXSnPkT8gS17fsrZj*BNw?clRe5*1UvMkE?wtkf=fCY!V<+^q^A&nRy3D<3q{r$ zG;yt7XK&5D&B85q7<--|+}DDmH}G0|M9sDdL5KQo{$41_ylHg%HE8`}*h-ZdyN`CU z5gH|i0{(sv;GAur0t;#+M+Y&gYANHC7J&@>*VW-Gjc8 z?9?vnn58`1p>&LGDa?I?Bo6KniS8L9G=O%+Af2({*S7JPtChM6pkx1P{_CFKmzYg& z3ahA0-fS16PAp#T2ih%i@CLdO1v%Jr8h2rojj34!iwpOitCB^|B<_qPas=D3{xJ_D|j}XLe-96jz*7BWySPdd|7(p!cXy&aN$un*w zS=E!fAI}c)Ha!-fuwTC8&L%fn2&?qJ^v&%lw?tHF@~J{EOyUWS=+u8aDIm=W(tPO; zvAV0S`Hb0Z2R&jU5wvYJg^~u-l?DdN@qT^%4g3XpMPP8Ew;1PmTVx-}xNmC89bO^Q z6GpX3Dw;KaHINf&cFU+wMWO#pPL^V0T!xkAK(+Ch{^Nd7vydQYbo4WTym-=>FFU!S zLECLZ3VjLen)bmBS@|SWON8tUq!*Yb)$i97%vEacFsAzHg=}g62th9hYMg6k0q#i- z*Dr;UMtCSeEXVh^fAG9Cb+!c9O_8I9d#sS{3s+r#lBuGt5TwbIs!z?bIkMMuSgG8@ zNHQ*EU}uy9ld_-FMg<;qUfLn5k^jmqOr4j-Ny!d&A6NWV%7R5?@8gHp!ZBVJk!Rhs zluuV^S9!Sx+AfAp%?4*^y9HxxmrX?Z0|R0E=+#dzZ7zE}!nNV~n;DkLJ9?(HOf$pU zN2N=D4IvNnuFu+Glr7*MAGrL-!~%CD=Y}_2bC?CQW}Yni#1=ikMVkiSR@=WMT{e64 z!;4JP$QweEQZNY8OaoY|Lr%hCD7gJ>Vzs$h%c zUcCaMZE#|D1L`EliBLy{sBxp~9JB~+R=Kh?>^2aunE`Va?xnhmH&^9BjUF5T(Hw?D zifds$q{qtmqn`YTi1tFm&pD=?<9Xw>k^B829~=%N>7demey5=i1gHs**0^gm5*+4# z1O!)Fh`ecBd6wEc)%|jUj3sm>7l?=@7pV>jNUoeL_w7rkw+s((m?zLQqzuKIYrNp8 z$w_Q*i9WsulR$kaZrfcFjY#|$crn}oD@f+LeT;2hzS)vG&>DoXw)5slCxC=u_F2(N zX8~JJChj6~SSW;FP498bt$9VjM4>x>qc0*2Mq~1%Snt_Yh)hEv_8~>-j%y`aKtU$3O0sboWq{ldd05V5Nn)3fTHCmg=CX>%-WpO#t z**tAr3J<)=IVuTQP74|dj_AMH*^7|IUy6o4&i%G zSifL#QkBKDYy>II^;J*jDR(v$e_+_W_+Gc!V9pwMDQM?vYEinp1r1*X zj$;BA$W4R7F7tH3oaL38MdIISfnoUd2yXpbhx0g-#Zbh_(y1$X(I_^gTo9bd-4VJO8fucO zVk+BllZ2I;kA17F+YN){e(@;;<+{>vVZkmtAAKrbPJa#g_fBz0hf1d+DswwoO9FkkK+BS9rRQsYYtV6wG2rahbCP?+47vz-zjr56*E~ z_Wbu^ViWCIpk*+cn&4vHik0UG>#(h?7hg5ztmKh2Q=HdaB@yxd)qt#HEUN=XM-uiUEZz&Vmd%dym_h z-d;>pjNws&VCIK270v0n#!l%Ccgd)YyKD$gg|$iFic9Bz;|qCb1k+DBjCwcyd-BGK zdc8MBkFbe%2C=YL0*19S)tN0%ZMxw@JzilOd(=jN?&PM^ogzOMF^``PBR>jpaMFcv zzi?GPaB5VDSqRG!PT3VWZP3-H`dd&!+t-Fma$iXX5|ax=Ph^9M7@(K)MB{%IsvvI{ z>Dv9o)DT>Mz->x3ALRWjLa|R~Di3F!-N9zAwKr5(@fhs=cjbqw$$TB3)dsE$GLw6Fog8D!KDW<;sb8enC=3pX) z=j^GFAk_*X6ZZ^DA>Rshv8h@Vq?mR64<|wh#$xt=%`jqs=y7LZzz2HfBwG0;Qo_x2 zw-$5gSZ-5hBC`xN4GOq1j}7Vl)MgO2>D0>|**dI<@$8dcI~pXqpcTN@eJ`c4mvKq} zaX^m0`n!CF2sexid~>G5QFDMg5!Qz){j!XpU!3r-VN7OBy)LcchjNnDT!#+j`e%hF zyOkTE&06)^e?114Mttdh>b=7pp>tSu&GO=O_zt6~VOrJaBHvFNx9L3&C!7@# z!Z>=!U6goYXbo?07_;(m384yYf9F8QJ}+!V0PKJk*nDh)b)93ur;?QxMl)f27oyIW z8OVWdg-y@Vk{pq<2IGL;t8a8(?6T7zu;PD1stPYFe=ydsWJ%5pMYsN*QIvJp2!z#Z z<>`b47CS}_ZfOMf2Q4K;$S?KzBFICrF}qGgc(Duv+k)nh_B74Kk#q@uQ$$M3Wj&#NT8FHkxz`gW zv8KkSe~VU#i!bj1_vpf(<^q0Z)~n#UnSulVbeZ3*2aZ3@9j%(pk73= ze(WFmDy_A>y%lf^9oj|yb3IR<0EFg(;!2zbTfn_`tz>PvQWY8-4d+`fyFP^>!VE;1 zf36Zy_DFg2olktm7<12q;Gqphge1{#a2jye3ArR}bU&XOh0b_I9$t3d+k!BD0JAap zDD8b?+?dW+F2>0O?gy@9WDcm=UJvI#;e+N)HHI>Etvtno^C_81r{{Gvd@@GKt$<3x z?kUxiB&x~^+BaPozl&C$B}-_7<6svcf3pB#f2Jm8>d|16@}ox?dGd@~0eez?ekv?m zVoFQ^=Z9Zfkvf|(!JWvx*z}ZPg)klZ5N|Zu(uj_mT}$~r^y!7PF_yWU=J3+$S9sCH zMM_K~PBBHOPn6_z{MR^&v&aa(_F@V)GK)6YnVal$;sW~BlWqItW(w^B;@)=Be|WtA zFQYqL#090=w8V4FR%N3VzZ(`jo3nDPj88T%_dtm=P#qY9SI+4LMfAu zTw5hF{D^R_!F#H=zuw@_kCI+Kb59IjiTG$|%tM_=n6n&wXWx$SVY!*eTCX}IM(UIP zdjvsCan>fg)65b|oWkRC?H_MGf3Ce8j8i_8Id`HCN)Q(u+?oA`s5}ol;+Qu*pvLyx znpRp1tDAWtcU|P0$P*`svgkqZC2E!CNWd6dZOp1M=6(IcK9+UN*m=?Xh)qP=FY$n* z*XZhzeU`SdzlM@x^jTw)&-9?;1 ze(ABsX*XR;Ii$Iw&R)gWIoc~g>@qXhEDK2{%(=HZh)1;SN0WeL93M0eQ)+Mgnj^To zN=89FZz}I!(z=z=Ta6l3e`G$jkv3^i+@NKav1!R>RS{5mUMtUP>Wo9qkNlk)>zBIq zU7|ZLw5V?%PC6DbdLxu8Rq8K zNKgpz)Y8e-OB>A)-FaB>Z^RmR%LE!(k6tk?v!Ek=h)6UT&wGzUf2V0y%cZyiVG0ZO zr`^3P5#Apb@8@XrGZ&}!8HUaWnYga$ev{fN>a>V zM~GiR1=`YcIcX^QNaGuc&Y;vw9-q_c=+C?{H3EV4tF8dKEwyl9C^DE}&s`-G1};S- z*h44Etr4eb5`5Coe@K(ibZYy7w`&%hD2Cqa?N=&Wcyocw-}EZ8ho7H7T>;rgdVQ>b zuY7_;k$t8$?)m`_W4ul9692W6K+--N{uGDUCW#T7xK?p4q9mDMI8L;b6HxUbTPq71d}qV{q%O5jBI&0vtBp#O~JER&SCmXnu;yKyVN&>4)PyUGCU#JAdL6& zg-vK1zZYr<)5&%1%B|fhwq;X)>#Wthe0NP#%wx5Ge3-aR95qcQ!hw~c^u)|!J20?z z)P^31#ju>Xe?de0vPi0AJl`ouNz=md-{8)tii#0eg%3!j;PRQ>ka&h_#H@E3dFZQV zG`QvByzhd7tgvrW)#c^ilkE3a$l4xg3PRzHxxEg%wcxys=D!@l?p2hNXtq_jcGI8?V>Vlmo~b;tgP8j?gHw5+kM&G8zo^U>Md;p zei(J?-1LF+c5}LaB|ZxyH|6o12vX$8jd5xLPdMW&wUQX-amiYr@viiK7-#I9<9?g^ zp$iR)e{y-OK-KNDN3j!zXn`OUDgCKQ{vS3>FLXe8^yg6ybrQw0EpwZa!mt_91&(mh z&uT>mOLMM*s+$o=O`UIxX3g*cV4V>vcc%pRU znGNz?hz5Ml&)fcW^(`PW%E~xU_mN__!G1Cif4QJU?Bc+q^O=@gY0elcsGOVc&4=4n zs$L4w(!-ddcmZ80GTUMZ2o;6RnlUR0c{>~*pjJ0VnGMCDPFz$p*D^7R=aKEl8b|W0 zIj1&W(Di_H!uQYCFk)iP1N#^p@$EVZ7%L3g=zD-13{z|n8lcyDJ7r}Y-*Gb`AT4R0 ze`BB%>#=DlpSd$TYU}PDxGQV{34Jm}d6-m=##{2ceaBA;ljB5ul5QY5 z3^TV`7KlUK(3AY$tA^litoQZWJHsF_QE3URVki#Dyx7vW4>Gl%r zRo?2Daw9Hk=RVsq>R9eb3!i`WUlI!jf94NBd@W6*j-)d1=cd>qA0xNJJo_W_Ox_wB z*a7dWP{L@Hl|D&4)#Fi^6itmg!J6KrD&VU(LCziTTXh{fM9%cCKF-)aC0kyV?-QjJ za|>U{n7^e`d@}vctLy!}W5u`5kN@G*)C7CO6n%30<>2{$$+e4WU{e(MRH16ae*qn+ z)a>QXiLe&KS+B*CR|PQn-)gG&PAqpu4-^tWquB=7`9~Ey!e*om4qw@<0!hFs6Uu&{ z^+3?~^pd$xac9ldUAA~e{3IclT~ZUM5|5r)$1U_qZ>Z7sC7D(EV>a{gHUIS9$^d{eWRJ8=IiRcs7`^^jF zgT=g?`agQ3DG|_mjt3eg|t?tseUJRsPkZ@+&{4S4c!G`nB{G`s(-OFuu zlw$x>iNj%R4D9DeMxCVfe?)(*>GHb4Ydl94LQ!GSJ6|zyH)J1q+-@MLb=S3Hsdn#6 z$q$$2LBUh?O{gwSGxbRk#&@kiD>CPq&x|-BzZ?u5)H3^0Hvt9*Aaf3%QMYEe%7e4I zLphd?m6z_pVMK5W-f~{Q5r73bV6_khZB?yTm((T>A=Hd&XWB}ke+_2NC2bn%kT2~c z7F^fs$V@E5EV#YhwVk^6`=ZrMTH&xNdiFY440PK5FfWn!8`gxT%>I((pCCf=%m@xc zYCsnY*iBDTMttuuHCVtWPkUQjB0oC^KH$XdlI6X$EFdL~cezz8m|(2Wh|ZE#{jPEb z-I}W_lwA;B5U#N@f6t0-kc*{-q9FPdB?UPaK$85d)gp4QPpuX#5jrs1=k?+@_+9s39{h87rP^Cu8SdtkmyR|B$rW-Hts>`?hkFjcn%sRGb%|ml@K(|5Z9up9R0u z5?h*5lS;&HCXUs`()yrHw)K~N9VBtJm~anB7qV!mNvkIae}xox%jh%NytCA)?%N4Y zfc4oLo59qgR*RqTh?Ovd^lx&}u}?pcTt6ziN|{~8K|Q|w-0yj|fx>hW?e=nx=r@H< zNoxq41FXa;J!^6~onwgFi+qE1n&^&^_OM{Ceoaio0-k#ov(_M~!9o1%*zsAYUX^;; zqU|vv9usxge-qvgG3DTkiLm386kyD-s!Zkg4049wIZ*BWZ0aD;WRP)0D=8N1&RNr8#<<}O)dLG-{Xj~kraT|zg7;Uy5KbT(c+Sf?qe_Nn8M>I79zlPDb-RQW_Xfh}G zA#xJF!XC8>HFCgZNqH4bm_vPQ740d_xn<@o%O#P~(1*&^h9z|v#haUJ2XN*3u^bim zmD#T!sE!FveGq{A^h+84Ud7F@|9auLF>J~iszbn4m4A(u+!%1F&Pdyr;b9Ye9Uf9j zHyalLf2^5Hfn&(c6!{5tlJr<3fd6eCXh=VLGfW2PLPfTp@E`F3$J``Zfm*VKeG@W* z`dphWmxKm;)nh2hpz`C6nL7lWyFa0LDafeZ-A*GQ907ms#%&S`IT6x?R~KtCxT>sQ zjY&UBLC4!7rQR=eT^wF& ze{+_Z6RjoP@8Kv;{Enk|6y$xTiIMN%p3Rb`?pjfOv6yXY36KD%E1BOc*@-z4ZW3n1 zlB0$?wcafpo00IRUeA53PBo|R|BQp>OgFjCvVq%SXg08V$^2KmEx$evq8z1&f6{RO z6OGV=&JtE)l$<)SFF?i<52U|VV5_=ofA!h)#U_DU(!F+K{_E@USL1U!e5)S}syJ|| zhU6*N4mEXEVm(ebYSkOEZaN%|!u3IVt+_QbjyMW>j{lKSmWIF?-m}SEzjOledG@7s-R$`A+UYEq z3?mI>kOGzf&%edDV`91aVGQ`ucgkz@BhUzvH|V9#vzjMcJ$^Q43u*-wD~@==1QO0W z1^UR0bGzY4%#&LpA%tirZHR#lcd7Gn65ReY*^xo^TpWY+17gm?nvskw0qdETa{$izQ|j~k~opZTbg#-xy4>jCE@Pu*jR!JFZJd=$XpJ} zrMVl(%q$ZbamRr8bMFfPe>RufuWrmd&<^g-uPM4S)XrJ&-!1AI`2~lhTIWLU=aWrk z;D;jI=B0Kn+lT5(*dW7MAQSD$^Qz--;2J(&Y{Z;-$|Kwm?SOIUh#x*ljb6kfm|tV} zx?ZOP5-#(xX<~?z5?#E*NSp-nC(&@~3?7aG5|sP*(0;P$VYZ}5fA)7EDBFuJdM|k1 zA}?%DVaUat3D#h9Sb&jO$!eyYxh$3=ZsaF?Ri{rAuoFW^PoubHz=Nh7aa?gt@C1V9 zW;QiL@J;2m_L`|ZpjUR&1j@YT-a(VatE)~_Bq_$P1Te$AcMX-SXpjtC9bTc6{#-HdduemeN0b7tif{EJPmcd=2&ic64F&Y*@mGi}*=*2jJP4JWfTqYiiqG)h8#B97^oamaYqO&>yf#>} zaI)Y@FLWOWf1Bv6AlMvn4FQQm4pbEd&sLK;$XA7-5P|m}dm%I_K&bRIF`GbwjHnX1Q;yB!&3bUQj zuxmqq3)G=P%N!cT`lX=9+)abzf0&~-hk>IX_1pgZ-lgoGWNxQ?X9z8(}QJ8z3iY`%C`(LjCPnSB` zOJlgeLR7AHm_$u5HYEPD5CF0Mk)^o@V3f7DC2>Ke5-|{z;+X z&F16X57F4XH;zr;NP>>}$z?Q;G`<|?rAnFDtx-PzN*0F#EYnxeD}v)oGyC(0T@Dy5 zE?Dl?VmpIR_=Ufk>C8f7S_&z?Hm&n>F0gAf4X ze{%=c%POYq_4zLX&_a|@q8y%}L7Y0Bo~~MJ+pnTD)lPPYRLJw;;PLS{#;h+}U|-i*ji1LN(8rU95ydh zpW&OHr!fjRVBfCIE|&0hj&Z~tL}!oZif$6Xyhi@`pbWY$)Q=&c=%qd;TC}|C3@dP# ziiO|FhIN~~?YY=T(>?K%^^GcHe{!ySZvze(_ucTD8AlH1y3~`XPVW-#0fek zH!LdW1e@l8m?nKJ?6Te z=0@^(q@w}eSQ1WF!*bZCQf0zkW>ev=*$u;5xS#kZTH-?uLw`No`t&iCfBpPP!$PkP z-eqjxep%|)cbhbX&SrpC2fEGO3lK5oQ&ZaO6u!yjt6t83A)Jk8Cgp<6(0LOxN+bKk z7wPNET~;AIen-Y!$|!(3-&p%3;K00+Ex_;TCQF8DT~*f;a2F`c8Si!pST4T|OrB+R zra)ppq3!lWjaoiZe`pN)e@8j%kWS^#p++V9@^tfiA})b|XCXS&m^%m5CN%hj3vbwX z)NRaDIfjn{6M#qQaxZuDoGI#Wf>G2|_Z%IQo-1HF1L+q44wwVG_q*Dz@XoC7kSJ&k zWa?th^a^@<>rbOb?1cw|*8a#?YW|4$2N}pKL1$`8^XFp!-9n>Ie~7U%Sq^&=ZNd!V zZOdU3)D^*22qO3ahA_*!zUW^p<6~zcvo?GgGNBQc9RcR4f{Xt&&Yq1>pp`JvmKV`; zc?KyrAp`x2E$_BB6e7*ga$^8o)o`2<$&{tHf@mjh-Y^xu^CxQlpNUF%W1~m!JGPHM z!`$p}S$yd@Mh_==5$l10y+>y#PGz2UGL`)8eycb0k`zM= z{owPa*5nmV0N1R4yh>?b0eBkI{;@(OR-vlkI< zsx73W-6lMJHr_~CFS+0Clb)XBGhs@s@h_}eqtJPDk3zv{WX~-9Yq#3;0kz_ak}EIj zFZX;sBta=yf9~Zaa9I49I@xG5CnG ze@I`;#C7N&c8E3VNoc|Pj!^nkFp8OuqgkCGTuq&rM$x%*KKDv4!w%WYFXg`2T*zT( z+j-t!EUJfhV0-;!0YXJQO!9{1i^=`dC1k7iE#(Y#f8p2k*sk#+8UyM~OFCwc-&(M{ zu+)k4>+N?YuJtuQ{rnwfcsFaKD!bE|L9Pi8ufi#_xvY)!mCXTS!9L|%7M|S$UWapH zxGA_eu7J)4iC(P87110}L&A*JQMv2z_<`T&Ar`kDwq9$oY*#~w2ur#a;Z}(|c z3e!pie|_Ig%G8W`!8~@ovy0v%JcUYp=u?)0pqqSXAkV=mfWqcCc!sD9n~M>k#PAz5 z-U7SyrM+#`UCBoT3sP0~E7G>9JZQI`kR}i*kl=0srjN~53qAGjU;Tn^LYMnPKJ#o% zLIx9+ie7@dV;GVVX~%IqwE4&_V;o##eJedbf4W9#tF*5pJDF&GvqEvwVh&D-DiE_+ zsOewi7F3IInZu!A@^UX!;^u5*catQ+RFxEiA}(ZI^ESKv$)5c;*!*ih{)Fm$1~!BZ zZ!o0Bdtas%V>$W;=;S@#9%I43jf=x0+OC@?PUW}kB%m1E{2#?)Imi%@WbwC?h4Jv8 zeswd_R|1GbTRCv1JG`f1A;+yE-FKwjs9UOd9$6YCJ^REGmlrOScJH(xI%z)2B(ut37%%3aheV|%3a zlPmGdT@bX<%RAAmjzVD-ol6_|#0@!$Mk>C`nkSIL3Vo?FUlAB9Qkp5aee1y4f1BuO zHj=fLC|U%@bxNHkgI~|p1MO*$>mFjdypgwI2gwo=f*Q!8&C*|6O4o5(b3pLHe7_OX zoxMxqo@t$)M7O5tn$DTq6h%^o^IX2f5$?SQiJNs@tPv*8T=yJX!d;@*2fkV?mV}XW z49HqPClPShEul6L(U(OWV;XJpRg|uXM7Ot2~PmUg6Ds3A*US-F`7nWoQgin z;dt(~u*O-sA)BQ0aA}-|c+#j=ewjz^;<-+|1F~6@{5b*ua>ro_H9)`{e-rc#KaF9X zw_Cb}C>%jDMY_fHUT%y-_$Qh|IYOm*>f5U_0Bv;xZ2e{471J71nwWW$U<#~eE_Qu4 zvo~mlID$;(<*is*e?-E117O0tfy1BNYq?5efXR_5S^-XdtdE4Pg z+H)kDsQ?q(cdTzoBFrJZf16*i(DJ@(ahR*7I*FK?8jtcgx;foqMsme=xI|SEBCQA& zD@YV57b9H$xgVx6=B#aa&q^vug+(aC!UaSL65aOla za?Z>0{By#wIx5v) zSJ#TF#jcs5rV z+SL~&&NxS!jHVh{h4OfZ!0e>Q`+T8PuTvUiW!|MO=eZga|)w|P6*Q`NY|m#5)%wH|N-WbiR0 zC|jj0kiP0Z}%6PS_ZGrH5jCvZE{xY;MG2`lg!Z!1X2~le>AEgLoa)W&%-yKFm*4? z2-;orq2gDA=||KLo@+mXnG|5khp%hoFJ^6M8c(RQwLP|oYab_@8uw&zBP3oN z1g>KL(hZ0*f4@}$Icfe<)yh$#(=2FP`^*R(n;J68tA30t%(}Tnmo+p6`7jiKG7h!5 zYeqZ?YOEVH;VAhae$xVi4Yz3VnSIz5TLo>`FbH)2NNZT;J2q;)|DAbhdqr!wCML08 z#{(f%BrMtCp0q_&S!NsRy>im0{U4@L8Y*{E7svW8q`Zr6BJA zEZI^A3gWe8U_8rT-3ypKb=^XG%17lVjlm&NgI1CSU}^0^k0~aRZ?g%r6f}P0`yQb; zl~sS>f8)Y-F8t@G&#kkI?V^n}*D`|C@%f=#L<6_RoOe04_Ch|! zz&}cFFM+ylO9K^p^e@{L{4#-=@cUQDRSOh zT!+KBG7B!&)$99#q}ja-1g$-;RIY`XZU$H;(@Z$UnAl=#{@2TAFB2{XQ1sPudV8(i z2u!_J=yL)smGBhd5RrAmyWB@lbp) zDHB)VF*{Op^oOY~&X#+j6DI?r{yvbU0$6pCL7t7!?d6?AfPrSP>3AA4H0NNB*%bOgKRnT<7Ao z`OO7XKrs5vSBr8=>W2+{$TzP)O(l;X&Sh7`ZY2h2~XJ zl6P`|J)Bj&RAA}uO5aFrq<7eMz;{BGzV4BoR; z4s{PbhqNAWth<0@>%7RK*(IzNf6{ot*)CQQaFx)y-3aRpOJyE|vBzd<=ey-K1oE(o zfQL-**oi0~M`5tg7Bj`;wNvQT6LFhFXa6p{Ty%*wgJ=#|*)}D`($^r975U>>+)L|b z77CB4S=ZaG^eXiHe(fDR?6xxmUE3e>816Z#xIv0R3LoF13UKbvgWuY9&{5_U4a{{d5@e4u>3&rWaXO#ZI0!jHZ8i zsojy_I=e>MwMma&-);;Os+c{?1xEk(?Gndxb9P#zPJgNV6x4%d6{ynYP{5M)#gXY0?5C!Q#5P}ll*Ke zL;E5M2x&;n=g4H%m*qj=+l>1cJyDOGQ30N`{?KD%5ll7Tf8e+WH@GCotRpv$px<@A zRq_*2Y=+RZ!yCmJ_Q|I|}~e)?fHols~hk{h5@4{R;B6e;1W_QADcbMp`QC7fvUsf3iod><*q$RvMt$P$B$nf|NIf%)Nm4FPU|` ztLGa-`Z_7(lSQ)ud0X2g7S{+sjw_A4qgL`CaU0()B^0pMxn~@Amw%IPqzeZHB*$k- zs>gN;MBcI6)3Uz%@#|*d=@4O03<8sBS>nz7%cmoMe;=kl8r%cGU*i&M=*W~l-ppDu+0&{<0I<8&_3I7%py1oI?}Grc zu9!PSN+kYc^&n!Ud%m2ymxC$=sVx(lfb6E$8|Tstq9JvJTwbvqz7BMoyscpne`0g# z4cdr0e_8oZ-7PVLwnk?y`z=MzfE}j%xD{e7ced#_ZQ;zrKN}V)JVCzS0cLZX)K|oH zk-O7zVYYCao82p#&%^&UoXBQtf)12EE9?s&@iG?=&6j3nZCZxz)s`K z#?SgKfqB0pqd~HVA zbx_6>qt8rzNP>3}D8_Z(w?-J79x-mSf2_}6gMSpA+UdbK-Pb ztNipA_Wc*91jJ^KZ;#b_nY7WjaH&wEZ&`Bn7JfM{`Ed}OJ6slwdz^@1G5)Lne=Sv+ z={`V~uyZ`w_WTxNNjXBoA9%rbJ_@=?bp)P-^PMDq z0S{R>Z?UeoEePo;;bRJSP~Hj(Bvy?b-noT}84fBb9mpe;4JdpT$o&di~KM#*Oh&-h~KRU-NOis5uC5noTI z{f;vY3x=_g|62or7i5eKWt6#FJ&xQ8%_fcJgAnvn-YGfzNy5P+C0M?b&(#-6;=dzT z3()1O6;-aO6O`>}E7)LSY#tab5nHpZz!WI=f44a)e8je+3hrr= z8}t4A^?NY7bbYwM>}M+H=)cTS$zTK^fCH&rp*J2bY6oU^rf97SCx!KnP~Y}^q*SN$wCC|aok zhbxuQFUj=NZ&otSfd=T|Cb^YNhagkRsuB*SRKRHDz3|YqbnmTEJpPvwqjFW3cxmaOC>nPJpXf6)g+uu>Z2jmIAK|9ilfzG_X~ z7LIs68TNl3jXjNdEb?Jwpb-ZM&IV;ek@q~ zqqS2;f2N#@@EEXdd!Jq%^!+4=vnLQmA9A=#C1Ou7G+J0or3&rD47d%1QuNY9x}oE; zg8eDxDuOsi%Y2gNog?Y}CydqdXNafe*hg*X;vZ9+Ajzedkp_jSzU0fOXwy=y!3tJJ z+Yq+UtfnKX!&zx&WuKU;YDO$Ap5Tfd5!J`Ue+Sn%$Wm7F}tox*-~5%8tISR)nTyZGfAZGA;1l+DH&0>Yl6B4!S??8(vb%vmb;m zBL-vy)jaHcLL+X_!Kq48YneEAOrHfz=JijqL%eKlIMh&R-8V)6rmXn1{+`vd zk)_h#2XblYtov6DcF+DTKS z6VnF~M3xb6@CbTHZ~@6L(>etV9OGAjkbIAG)$9vt+#GBaH_Xm>CF6Ik<&`6lzT~iaP0V3aVt7|})Nq*}%@GsT2y@!&zncX>J zg;%Jqx`u2QG*E?;1|={&UoeKGW_rkVpoxUgLem^iww^*M-6?WLOEtv$VVi zuHvv9+m4`AdsN3pmKnBPOM<9JL5V`rF_iBVY0aBp&+0vLAlwhhf!xbwe_F6%kLq8x z*dYF%Z&nlY3qz}diC=qp;LCp{KNB3O?LZ`y+M@p~sZpyjI|L7^qk9I}*REL9bPJkxT zGw$h?+IedCdnpP5COtzae_e$qLfO;TXKPkASg&#NZZ%>DN41I!KV5~Dm5N8>+>B0F zs5)%9hvC3PEuXtMQ<~+rOg`p4qn(N3k}i!WE+8qf6^r!86<|8k`qwNB68#3qYKryZI8^v{le%Ex-1ne=LB`kcXZU2KLw` z0JP*sYUd|>bu=l4?)GVWMW-i&p@!Ot@GmTk_`G(rafl-BX%74_Sfe_J&_J6sl2C`u z2^})Oh&Yb-=$qnfxe=6y9gp>%=r_e(oIS{F2_x3{i6QAy1MH3|?!yD!Xv)q;u6-ntE zVNeB`i7+Q~@WZcoV4eM8bIXC-qHlOHsmc7w+ElF1?f-*FL{=&BmcJH*Vy8*FT6$yp zbK;nl%d79*|9h5zO_K_u7FbQ~^HLV$QlNhlLc60oCS%oPe?}GDTU;X9+%_5y|18GI znQ5*1wRi|eoGO3}<1Vlj<(eI`$XrBEz*`#n!4+My0x2|rcN61@gEYOF&%S2F{k_?_ z7zQK=hUK>Rs6WfL}B3KgWN%!t~W9or&WE z^Lol6xdGnbJB4u`J3*J5EbC?^&HpkQ-_;bdx*KNa&)bj5J8s5ZczZSnL-6Q)^1A2< z`z5u=B9#I&{|RzDw3KH%!j3L`@jA+zBdk&imwiUMe{8+SA6w0-jq;nQVLZr%rR9#` z=O+uGW^JnfQHH0h1MJLssUy3+HY<3KT%Ff&JWhts0u4qLHmFpLVv{S>VI@!IwoOve zfyH$5oO+i;my1(B*3TmkO9cc9Ua|bHvH;n@Qh$|p$;wU2FSp0*zJadYA{uw1KZ^)h z%>Jo0Octirb8}>?){)ZG83{U$(7&w!hwa6%z*RkO)ltca-;8xe-nTXf5rwMDQyerJ;payonEvtCt}cP1dR12-zM{F)-}UOqO}AT*Bu=_3~#UB8xpS zGW){f%GFM&rPwkYn|@ITe{d4+Gq;%IZq0~+z+)6@;}c-W&SN0z16r53rsxRMf0J=o zi&}4b6Q0P|lQug2%->jQ8!0?cyCqfBHOTJ#Ez7snt$it$JKWoMDSwmBhAHLu`M*Ny z7Z36l2uVwJ#hQpjx(Cq8-=CDgvh6RlU`onIa>EEVp;WBG2HXJkwNmVeBGxA{bEij% zr@Ky87W$Y?{o?E8?6aN((uSQ`e|K-ArdkzuUl}@6KH7%^3zZWJ2f^qNHvn~-HD ziCuTfC+oR##!l?{@m&LBDEnZMO^bi=%&w2CD+Vv~saZ&a-{XYA*nlXD*1 zo>cS7+V=s%R5Emz3_r@$Yz7S=LVS~NeJ0#s&SvV#7PELq&&4)iNf-~j)RY_<}RWBcLuQ23$fy?o1 zBTcbVO!TKWbgp(xsOeIPob8bf^guY5A|j%TaTiJOz%>Lsakx0Q=A(Acm!+plG!Ro3{f>qrm@M5t~z1&evu4KcwI69JPspf50*RIlc1a#sn^! zVp+TpW7{wUztYV6xK8TdcmDg(Xxgc0@P2pOSIrgK=?b<{O3XtwTI~ZfeeHg@2m`3sH$je|&`2NK<;xjf zZ4`eifO_FL2(>(ne}lU!I(+-~Btqcn9= zDNrG^)zisl+Nc!M%^a>)!73ix$@QedChTE`nVNLre?!K5)w7iL8A}Cj{x^#?;CQ)#?7#7&av!`M4nIcxm$5-ti8c(P=7@8E7%FU0|DvDq@gqew@4E`AOO zx%dzFL@R-9qwulLIlGlyj#zKPZ+Y}mpl!(IgZ;|wI5SoW49SG-IY8c5y-EzjQ1%&_ zpD_Dff3Jq#_5L6}DuPN`w(>C$KZ0DoTg8;P@T})7%YncS-_!!gLzP<4xj&Kvpuj*0 z?S9Yn_94^xWc4lAcjRGYk|B;$FFi#fR(-!cCs@!a{;84Axoxy8IlC)|I`|FuJ=bpD z`pM(`^`)fA_V3<^TnB#iObzSM9DIJ zkS8QdgzZ+}f0>CUeEB0_Xs|X_#~7=vwkKEB$I{KEdW_8<$hgUR1f~jpW{s_Tq9#yV ztIMOca56{0cI$ji@mO;{^`h5!h4IJ@kzx}9x~m>||9q)XxfJ`_*Cwf5yHBFfo&?EJ ze_n{`S|kkOf8pVIuN|jxu^na3n?^7^9(|$i7I##XZGG&2g;!m=I$?JF;^YR;|DC}2 z&Bva9joM>*k{a=+ZIj3=@}e;o-W)of;Jo*BqxJb`aaoLl>RBqaoaZ2Diq#CYzF!ji z+ZsmHO)3Wo_(|FSLRX@ez#%gHHH(c%dNj+&)&Q~`%PMk z@c?O9(ZT$G8?^~ZG0RxjVydJg2Gy{(y#9O=a$#Y##A(+rfDs?t>!9>z<~`dae<$jL z2|eJv6=bex6o0M3EU!LtyWx9OtO*IKj*R3V2+#cv)<$x`##mPofjWfZMapQ^2;^uZ z>||GM=phZp^dd$-W1d|py(-PF*o1dp({czxh*ltG5#b{a;^`x3i&P7b%G(r4Z9P=t zp%hr!1hLQMQ}S(#pQSUxYGdwiQm_x|0m2U*xaz zDL}MPql8GZ8QCFrlMpy$X4-cr(~F+sQ}dyi@pY1QR81KZ!9KrKH_Z9de;v&ow*+(3 zmEqYzG7DxETE>R||_Hs^_ zm%DQi<-2pVsf>^P@zQF6@3`IUQ#ZD|`rB!Ja;0O+e!0X!V~rA2LuikEcG^ zyRQIqUvla%$(l+ETe#MtC;jfiH`OcgtUc?#3x{ya;#75L;1s1p(g}5jhMLx4P001ycesHJ8C95fuplVJoX zf32rPbdfh0P+h73KFuhDIvfhe-s1`QwE{HQUIVB${An;c1MBT?7#>BT1AqO z4WI^wfe~oj0bu6~&;g@B#zdWCa3)=}wqyH=ZBA_4HYeu9nmA8v+qP{@Y)@=VZ2QZ5 zPJMO$U2Cnb-MhNFx~liS*S>o$4T=2#_tyEyk_FG_LQ-r9A>6`-h73*NXd9bYppH%w zKi^RP?RP%9*jA4s&qAzr_IJnEpn$;q1DQQo-i1Ey@17HZ@dF@%ulQ#RD@lTEpaKmM zIH1$8%dv4m7ZD!h?xWkD=VGGyHaB;}dYzS7SU8mTA*tz(aVtUkO1ePU0c87U1}01h z*}VWpp=Io7gArjm{mip6Y&vY+<4O?7nkNttu&zEB@&lgpUMCYt3#jL8+_gniP`5V> zkiL^Bk#<>F7w z5qkL$)Kc{P4-@(GniR$-)^SJ)nr%=@;b$gx2Fzl!;<3Rg2s!q9EYmdc0i&+1kB_Y% z9t@bMzY%d7zYZ#-hzBWXORwoMF*mSZq`jQ_z z7YTm~DT?SY@U__ILQz;-7mk>c1`MR2ciE=`%vmX*vpv620!@FR6hZhdD1gix@>4Uk zvwvrc>FW!YSHuu0X4%!@8t8(>rv4xs#BKYI~Ai!Gsgrn6MBVjRGQzk-G1Do}{(0tFzN0)bn*Ceh?l`Hak1X8LN0Z@zKvSLA;Mrj1NtoO zK9dDHh?mE}Ar}880TC`MZ{BNtUyG~38bf)73>82~l$k+b{6SvO;0iLuq}0%Nkj313 z!B>tnu|Of7jU3R|Aa*Xp;UKvBQG=F~F|iJJdsFch-8ir zYM~MH0t0#gpGu;5U)z~b1(gWkydR#M zLL$PWg3rBnGHz`C4xwkA$l2`!_N*j-4AOXCZA8w21kKy(B8`C{`9ojCAl0!Tydr-D zq!f9{pJQ_%3ku!)iI=}y2m^sRt{-P-*UL6o?>^68zKYMy93mt;HHNHV;2mzCO2Wtx z5Q8HsKotHoe@pJyyIkPX7fj#do5IV0jxy@y{tOj4>`o%OC^9^;5&|&;1MV}j>{~Cx zxq&8FM(9^nt-UM=_BnV9RTh5ex@>5Bkv9w@g31`qkMA9UgD)L#-Dy2mLJJn#x|kRp zZs%~EAGvt9%v{<0ST)rQW&}y-U=yqs@Pz^Tz-b>(eHMpfLkD{t^df+mo2+;~)j-lV zIonSQ(zY`HbZb>svUO4eQ?72xo)A>S@6)`T0Zs!Dk=l=vwmO zehF`Kaq~+H@(4>N1vS&uCWXTEaETjaEvvh&UTilTnRwFlGbhav2|t%jLSxHyb0Qcp zfIajCmXyRPKq3pv6`40X@)h?{JXZgUQSn^MzZ`oH@J^GE-7dP7nUngp7Ezk}sYZL1 zg3C8&7?~Mb>Mjkj6pC#NavoLKL2JlF9PJ5^!@=7e1wIG7jmN%EB+VU=VT@$w=SwUX zHTJX~MqN6>xjQQ-Cpp(`PkxZ|k*gMVK>oEvk2J(iUpBc8lQd`&BCnfQg6fsPdc8V< zi=kb*bDc^zb$WSDKo1|4otM!^S3Sy=G#2SdO<7Dha~Y7VZ1ciM8P6;i2gjmQ11Y-- zZ(k*Y+uyfw;n@*^8~m(f&!S~ja^k0(Uda!-_Mqxq9`DGp%tOE1#92Z|dPvGOpidxY zpLmK}ycqn?*iEhHx|$r0=ia12%-_Q`p#KZ61mYolGl=$Ny&t z38DO}{e|8{HO}L?n+iWMS^BB52MB5K?j#v6ZMzgWgJf6wbT1#AQBfQpX8?8<3nkzH z^#DkzS~jhQ=LBq2+KuDVZ7+1?ODPJ5oQd)orP=z{0z0hhpDZ~H2Hu*90!>BwN~?MC zqnfa~*!JS1>NC9AUiZEEPCcI-$R^JdrdWszr17h0y-8fkn%F&g>!9}ufhjGr?Nbyc zgRu)`a$+h?M>iMJvB`)HYP$m={jjewPF<52K;p=bpJAgl>GgUCYiiii+kw*z1R| z&va%lz6e1tF^y2KyXSl~QY@zO$x;4H2`@0WBi@bu+O7ss!VXwAZ`&?Z22s}04n(r=GNV* zI){4AGSv_pSF1$!mB`2VfBF;%b~K12vIm|>gK5%9)n2q;B7-Q~e?#L$e=<8wlL%m~ z02OuG5r7WP)P+$#KUS$rIenrTg)a%A4PE=mR z1vEtmtuS`Sz4!cGf5yTGFFHz-bWbqw6U-s0hoGXrxs-OJ=V*kax~BbkQ6KB<*g#Fx z9~*0%-i>u-Y|ud(1C-TuV4&Aeo7+&#jzl|lo}f{;Fyqcfxn7N{H4sVQW>2(|^x&u6 zBw~k@7egxT^?H)HD9Wp9mrB(B3h5jdh%U*P$5Gfx5_|{e)wl$R>q_Jua-Ytnsr&0i z>q6GT3}ijk`e6gQEQS)7(pCERAu2nB`6EPBQjKv&9F0F(YO1d+#Rd=)l`oHdcR zho@_Jt)FzKb;@+yzVWOqVt?j@->5!uwj35?oCu_Bi3DU9m+50|G31{uaH~@&`jOu=lBaG$huFQ#n6kF!pFz1a~x- zT6ja20IV3~ffw`lT7fSZ5D7K}Pna+|2DS_yzZbe++Pvxdw|EoBeo(N{;v}75%G|s2 zEc8SRCb?uKmJ8Rq@%*}dM|j&r&8KPJ%arqtYofcA6n(`*wP8Gowe~$?yC_^p897?i z5ATA1OSJ{7!g>}@z^(-8$e3}R-a?*?Adl1YPMEpv08&1$Hx%+NsmC|q&d^HXHc_@h z8WZa^6A(cQ4T)JuQimPeMq>MPwZbMSXphUW1%Ur3of|Dp@Y0U(;Y&DDhc6dKP1qi< zS=8!qQ^I@-p8U(pmzum*F1`+?o%*_@w{ERsusrTsL%n)shz-sE{vO3yHm3V;V5Z&g zN4m$uBJeL)3T?VJ?B)95pB}~FmLeUp4ZQH!LgJ#r+Tg98oILC>hJ4WA)NHoI)Z@YK z>F@|^^{-V=LEC_85=a;V-)6p+{P5UVYI*0u18S!t#g0hUPhW?J;08#m+C7}NDoM?n zY9zZW$^Bt~L}p8{vpx<U9r|2zCVJ}^5&x@!PssV9t?R4^fAftNLs9j;O< z*?|3UzAqwK58<;DuGSjnPAx}Qp^>JJN#_7B9^tm>kZjRDgCnlW*wEXTXW!U++)pz9 z-RN4&L6+^^{BaywjnZ|$ay6ezsi~szLj`5JB={*t14B<$;n%obEK;pqv0K@k}{r=)%Oaj^jf- zv?wWQFs^GTe`jRPno^+~d#=o7KXocm0`PNCSr$dNup4he_?{J8UvFTwf-Nvxid5re zP?Nh`iwU>J1=c51C6aqKd%Z5B#^!reAx|@M9%S-P9JXv$8cOLhq0lv?{q@$ZWLisT#Po<&#^Q^juQU_|Rx`_3npuoI2+w>@MD+rO1FXf6+b z!;MVrPehYm5Ji23tU7wm8)NatShJZMfM z^}EcZRxUps%6iTwVq-DQJsWmx3w!m!73yF9_Pq$Nsntrh{L1qc9pm{IQr7A@ziYB- zL8<*6V-lKLB~@NF+s+?87jDZw$rW81`Zf+wcaj}C%*VP1Rhn0yzeAZ7j%ev|f0hI@ zFu{Dmow#JUty5yJ>NRM(0cB5iKIuV>Tv0wGd zesG1$I3_c==egpZ<$3K7b#8jWk_#VpWUm}@{#~<$-vO-L^{=)Qll}AJJOy4wp$2&ds=Kkt2T&K!{|@NN0}icioiFvJB-bMZ!z z^(8~w^`s~JOeRa1*6svh)XfHNrrAs+iBtD|fYi^}V`1J%k z(SIff9h6`pLOxE4hB{8((vJ(NnTS(itIEjXraSVF^^MmKRQTgglf=Y@bT7;$>*^o+ zby2hU98sjx;Thz_N)9*yqb@#IYt5Q$9xz(`QNH{SJWmA=fwaJT$wuK-&z!8zkQzhBQQ_3o$c>(Eo!v)!wdytp?X@WPn;L`92o1;Q#mrrN zs9YHD6={T$7SxSFDj8*rH{tOyTT;NaqQRx=FBEmy12@<@_s3lbz|iT%SaIOcn7F+z?&NO?amzNu z^LLm;7oLSr!hNJ-LAa^z`pN9#;8&UsxlNIE6cLh$V%mPPfI3+Fib;fmKyU7_jOi)m z_$GbaDNTPqWSt@xS>vNRo+ohqSlXm$gNtshmABPb7e2>IPCsUdS>o5yOI@j zM3qS7)IjmGHtIYJsYv|PkK+TU=zG&aUj`&<%_mqW!v5j_N_p&vS2Ed#9Ku~}L~3+d zt);H>`B2f6sqnHzcQCB`0hbAJk_-&6lzaqJU-~i#7PZ^sK|HDh)(i8R#9FYL*AH1e zw#nadip(?mn3=5qUfc^X1gZ^FA{qH4r>B``!Yz^sds|4-8IdyJ@{82P-$~# zaNz|nwl(f*enjd!vwP^_-L^gnY`Kf@f+4sMxvD-`<#-^)4L?cl0U-#@En{aNN5Tdv z=VnJxgD*Ag3r=Ob#v{<*bM@{;-M!A;yd8&+y$gT+QlLeIXVcF{_>Jm&PT=iY$#_Js z{N)>q@#Qsuvx#oH2x9z0L2Z>+aO}XSByfi(9QJQ(xV!Ec_Xmvg$w(CTP&{m*pz<@M z9a@woulVY7U&;#4K$iAdED zz4_6G2+dm71Q-lJ`eEwTne7){SP(V1$V)UE!K95i>>hHPqLHG-?Gdi({38^sR{BIu$UFQpm~5@ixh;u#M2c+;m&`Jgc|);n5XeI9y@k z>UY^ZBBU2Ry)y2LWD4IMpN8qgKf_NPS|>@r{Yr`Gw1BGc>M^Ke3n2~Npx80EPcblPl?k0Zr0fZ)39Zh5q`~AEISf0lMRJIOWfCm+wveO8U4oyUeILq->o82u^nGAwkt8v z1o`-gugn+PhbNWNJk*0akC#8Xiuy;NeTp6NG$eIvIM`9t1AbMQh}T_*U9%ddZLii0 zoa>hmY(^?96t6o6=~(~zWwYnLUv0467bnT~8VGSgsk|>=>h2L&4e8T@btPU}ocw^1Kc8_U4Xhl1wPW7~ACqKG+J zLhOUWU%;ab_C2~qx!}NCL3K1WzP7{?C$0bA)1P9Y@1-%$Rypq^7MTy9PC1Xm6t3g| zX$cVut~jClV#J%$sksr#q$8y8p^&n^x?3PU$X~kNfmWm=gN`4|jX&0aMMgZ)EdH~+EanH(E)1eDsf*u(n{_;}t?;4`u27poHw>{>aEeYw z^_eQ(%%v8!%h1ZSWK8`t{TEo0ki7?9s;!pO-C*nm0{7D7q^d+P2QH?vQ=${PSp~Pj z?0ZIx5AKN&G?3J*=mwP?t9U&n#{NYiiQHq={FS#o)P}uoXWkHTdf6y=zX=OS7|$FE2TRgOIL2y6sfhoR9Sxut z8f(K~+19rjD`)NH@!7i0f2rERrUAh&L5e-EZcZbz(nf%dVZ=(&!5LtR_4dj=*tKVJ^IhRaa-x!g!eGhiYF8~+A!iooMM+EEM>pAkWvEWvT%4n~&C#OQsgMQKN`ms=;Zv6tBBO zd7kp2eaL@MwDL-8Aip@FI+U{!cu*%Y$-f^sl<+yZmo3d?LU|IX8NP0Cu*^m#@F7Ky zzjjT(_oCoe8Wvm|rhRD4!TZm!z+=?4e5T`45B1@?w2~~i@cbr|R`PzGgjCteHQ5>C z_j`Mq+)3L%1xhbqdU=o2?i}u(pNVkHH8%nLCC$iCg_)^_^jP#&ykmJkuOx_UbMstA zt|yh##+?Ows&4vkgvqX5F=NJQ71sp<1{#foUp;s7)V$!whU$$812MHXo;_>O{M<(C zI$Z$2^89i6L)^wkS4pxI#YJyHNmrXWbUHQ#pJB55Ee&5Fs-yYl%=>2`xECd&t@>`N z`@RJyO^>d1jZ|H7%xGm8ALe~s4%^qO^UQgLJbu1*#KvmtzX`8X`!Ig5|!sbgQbYz0IH5%sE{ew@o)bLaZ1|q472Qc+5^q6Nm`2)Qkwf zmPS&RRMVG$j6mOePyCTKUXV?B*EowXKRz7^!z)U?GD?@Kdepk-cT>+JiF)H5R-3~Q zE4jqs8f{*5>^JP~O#I?#z z&_SiDL;rn@8az&4qC-lRHTgt_1FPBh&7uLq!!>>2&)~N93wgKMUT!&ndG**(? zgyiW&zq=<85olx~*6eAL~K$_aNU{xfz%hFsH1(#|U<4n~?u zCRSzO7OiV)36nY*i>K_PN_{)aLKZoIEKIatK$R!|y~JK(fVc7=FGd|^t$MtkWBe9j zdkC||#d#j2N=>e+SxnoXKZRg>0rEVsx{vn2TaB0PI)qO-!ge{uI3`~)T3%6{xl^6S zT`Cs0lG9FjGR)adRmz!!xz(BSFDEex8-{t{PMoSzzlMUub+a|k53%&o&FEt!_YdPp zE!Q)j`_@u0in*vC;Zg{^Rm0;SKT0y6s(T|X!;ovXZ>JC#+^;E^eb{b5*|>xPCC3-o zJwJIbX)0$Jm=ySPS_YNtU<(VzD_JtURiUL`>fX7mr0>BR_L99?)GJ48-Q658YC#== zI&|3?HX{esiKRkakHExe>Ww?9XFV!WPT9>xRAIJU7RDBkOTaT~%02k;8 zP?C~cQEA9@)uHdab0Z9591VAnv|8|nZXy1|U>Yl&KpM#xZfVabdxCcxq>dW2!7hPc zYOHL2Xn-zZ`oYD&Ix!4`c?T(EN{MZV4syZ22d|!8m3bX*zs^X{QyLN6*M3*5m zblr-}U)j`7XtO*(S^Du|@L$}KVlF;C+gtqdqqwBuem1|}b6g!+f5Tr8d*kP*5|64a{4R zZH=G%ifXv)4~4q4XyT3hH5!XBi`}5sjOK~Tj)z5SVc~z29{z1sIpgMXKoc#_yTXi= z266M>K-B#~Ql)=*r0lyiHU?#Fb=_^`p*G$v-z&#YQy06EEHh720|?Tiqa2Xf7LtT` ze}e=p-tz2k2-e@ihjEIDaQ#k=C=0%Q9S=#^Cq$%+ckb5A~upxp8=xe~o*v zH+na?3T}#;qw5ddBc@-d0Dod!?55FH2aGq$g+QfYC1tgmFG2sjO|q`0en>B`d;;M2 z+`}WbH8)}Ei1;^dt(a)Fq>718;0wqDG_MLfLh$%v7O@G|n|?_kN$#zzDf5cs?BT!z zyb?-B*eE8ezd+=nhLf15I`>r%QdSKGSm*I(;1m|sGXK9&gUj2CoUKBosBpfxM>d89QVliByjruO5)VqC%!}Yp^tsEUOW)xW3ZyCKl zgG_gr)(x)B|48tfK(tZX38ErXxT1!rSgE0vb1df`My8wKwWKOnxyOq-_bx-67TF% zPUOVmweo>T{LC_TYd6}~V{=8<)<2cM-n|%!>VI?}E59wiOwxd5j@}P#{ZRWSmtCJ6 z>oUV%rEpZKn6+Sy;5><yPgtyRbt{qaW@JpLrFW&dL_ER8T9%F z*fI$-6A#tN0R9{{Q+4k{-hv+h#=KD}+f#N|xs*g}j=F>7gqQ>XJ%*WoceD975Q7^_CLC{FIm)4L@?(6 zmAIiYv9SD~aE+Cnjro6sYiyj{%>N13QkCRTp@FeB+Gy-{+D%+iyo#?6v8vxkn#Au4Wnu z%K14S;a<5S7%fFeMByySW#H@Tng)eHA9u+O;Noj)454440nBV5(P|?3?!`q2R>V;K zs=!eRY?wu`*18AX?&yns7{zW5kHVj(+xBhOi>op$@cRP^Qdy(0FhJ zD%V4^M%d(U`(t_dHpWuGgZhW-gHbip8DwaS;<|a1>HhviF z6J2g>@Vo`#zQwsM|A#Y>1f$PSXiz$6Y>Od(4DEj@!$_}4H5|j1;!6Y|Y$#y!$L<;{ z25r&f@w%3G;Bcf zQ0&)`>fq>TNTL3nF%+rcxcWNMApd|9znKt(&j7CUD+u8}rZfqYp}Kdxf)Bty`%@_N zXLG{AQIl_d6k<{>{aP$;C}+9?C#Q>~aj}(!mAS=D zsm{+Uw#rc2zfn{|#Ar5zVXEheg(idw$?la``7qm77IiI4__3R$CsWF!y_=h`2H8sixe#4g_>yzw{L_^X! zI8iXOFE?Z0-{H9H!RxR5FJNR2>*yZ6wRnC!)1Uzp-zEeR)Sk^X3dfFDLhr;BF#;dp z)f7kyL!GA{M{UMld=*A!y%y%6J5UKbqhrSu^NJD3iz!PS=)#j%)d1@6VD4*#oEkVp zpycAh;ryGG_nK&`Dc?qJSjEA;K`^hV0?N>mO^%BZ?h=JUU7Z*W5y&Zkgs^T&B7`bk zB2)(}gcuS7>WhxcSUGuWDKwWvvBqVU2O^#cRFD}T_ahBCzmg54gAx&&MSg`3{<6-1#}nZ)|{8B3JJlLu2vw-od-tD*^s{-OPS7y%R%q)C`y z`9RK%se9D5(lauR4iKP3ZcMDfD{?LMehqHm7Zmz5tXNTJt-^%buNp4M>$e~T^}(qx z?Lr#z2{1uifyU^8g&bLnWg^*7v@x_$!zE<+8{5^VW{K?{^=bTZHNRHJu{}&&=)3q@ ztJy!iN?4!_lgCO3O?5$q(e}yaoyH57Bf|D0R1o-e_pS+24kUs8`kCW%E~oNHHPV1*+aiH8oh#C5 z4SO_zEe?IlU!Yd+TLEC6`7_|q&_;YhzkT^17SOG`;PyadU^QgZ&*Uj9-(2-$RhSGe6wwY~i;3sGF$q--+>HN?>#X?I?w$L+86(~?)m~;> zy}pq;6svK7qF>Da(sj2*^EdpqQoY+&_u19HXnmDg3|RX##Pg0bou~VIy5${5tlyYD|mM-CZ{y>X=EEKTw=ue)r4z5GE9IO3JFF&F)3PNu!n6 zcZXy-EBo>87lfB5m}-HDWP```y!2%{LXgC(2e7fH(2)~4+R}=9>uC_WvaM?Cz>&gK zda^1w79sWcHRtj0Ou=V~$FoKkCpRv#9&@4ux@ZOl5R!Y(yT~omN|DV|GkdQ!*-xMV}0K<*5@B~{0D5J!`1{wog4P3Yw~eaz8E^o9E*+ljJ4nSrtl$A%@Wh?O+`=A z66nMSe7Uw1+eVC8at>GzJ@1e^#Hubhf~dmeW?(ZIiyONwV^-T1ZeH#k8EF4H>Btkk z-MQ?qM+1nBukO#Is%C-@#`!F-w|2sda2TArUB%sIojM&5pw}_F5-?jIbz2ci{8F;? zaBF0{8#L-p{=>}iSHFIe(%0ijLO9+r8OVriKKX-!p|`HQ`t%KI54HDZ^TO`Fs)Kgo z^3X1|`WI!>+WAa@FW{&R&t*7)Oadw ziCJN=hcus)@&Q^ng$JZF(Ot834w67M_Gzmz7XMBr&+MO=Un%O%F(rq81&xaRigCsWu5$Nouf+@Ai&#vhUb91 z*UZ}2=dROBLte3npoP|wdh4c}@Bftd6k*7oY=3gCp#2};MlZ3}|e&e{pRra0ap z&(ImzM~;-ic5r@`2hygo{X^?~I`H#uk7}kGnv#p0sHMkBXDOOsNPKss&3@XhduWyT zj-q5{^*&#oRIo;@I zeNn#iZRa#nASCR3N2ovs@hh21!BLw;*BtVx{+e>_s1#!QBEjlB2b_uV&0|DYM#i6ckgKOusE8F^y~WAT+a&VJ;j|IJMd^C z1z{xpF87nWnMIP;;x%|9XA@A0TkGKfO~Eg3yV4`x;7io4s-k&FJA5jCCbtm$aX)Hi zDi>{z-cr`7a+(pQ?Ck`B&#!_!$n#XCc^I3)YLNL!0UkiI1E3}lKIXJI$U`ofR1 z%Fo~2Y35!SAu5DM#qP~BTYqvcr zZOPhlqodRevc^AHBz~f>uF+bJxM0Wp&Pd`b~(jid; z6$aKrAcX1oS?gI!_Ovf%-f~VhvTPMfQ8Dt-XorQ6 zKwyJY=#B3QpAQY?ezZ76NNq+7!h(ZVEw9kn=)`e%iGKMiX-*GI`vLWEV;ojrCPLI+ z8@S!I+57AMwtb6hTmr|{qf4_$jx?;$Y<@G5Fu7_u5ih9^9q6XbtIev`FcMu=`;+KM z6F<==PStk1VN8VFr+hLJnhoh!!qsuAt9K%WT!z%tFTjSeG)PKYG~HB~H0MkZv+lk@ z_uW+YOR>N&x#B>%+aIRhmffYlu}}>-YPCVp$y*wqehRGA&04yigA}vBzM77zWotD_ zxa1|f&iB8A9|K7Un29uosyh$JOGSAM@EJZc8lBP>3PMlLTNb` zGeUwuqRdGJ&#vnx@t7i=~}^RANw|s>AHYmAQma)mHv#WPl+ljKwe*b>G#d{jGR-t;x7Av%>{)?#apX|;m@Yug! zE!8@C^^)_azx8)Tq=qUQ_1tC6CyDmYdEfM_ISnHb+6;(XegklQ3w+KNl}=$<3l!$_ z_^yCKk-K}aufLX07*~@Xm(_gI9pyM`kUq}1 z!}da64=bD{UU1ljjXZO#VwMx>ak9;BusTLv&G!4nx$No3>}d_gi`SSsRP9}uM_Y^~ z{JUgBQ>1MxW;vS0J3>d?WeUY zin#(&)Cv0xS}t1;CsgQU@Na#OipUc+RcQ!bCAe|Mx$KVng{GN|4jZku4-ix+ONX1l^N!ItqUiwk_-4 z#cRlyqboVZ%VTW?!^=!9d3Hag{j1<#`_lEOxMPna-N-icNw<6Dbn|_B@Z)!fsDLo4 zUfG4T`0vnKJbg}_SPwNqPwK)Z#|ofJ#)`APg7ePc>zqEL%Ri$1=U~r<{>W>yyXmxT zd-3rhq?|TM&sYCWS)oe0`WIXlgeT?k75YILwuR)ZIu=z@?8kJO+gHXq&8o>?=2HJ`rD6Y~N7~=Ae`|cySm*DF z1tn6TFh*=xk}omFt!B8;)ibK`<#i6tP}|qb^Bw8@DiD%O2Jtb98d=SHiBgnv0UTWn zlC@1U_?Wxd7{&h0=hoifi6#Sv)IOfdT}Zuq_9$EwD?Po0#QzR3O;#KmYiZ6**N>LK zc#zdws$birfp4|X>}^Sjcs}LX9K^C8@8Pai>+@$j@om!b)p;9ws9P~ujVeuP z5^^wa%J8VE`AP0n1>D@cx6jNTBbPH@!~HQQ2X9S0K*qcAN#DcgA7?snO2+EIds#V8 z3Hv$bLoNfCs8K^DwzW}&VRV$HH$(q&2S4~jCzF0CCAg>I&Uw8_rrlKQcciO$1zz$? zyf?uR*J&ii#=Pg#tPx{62O}?QXBRKZ%%LQ7&L%3l4ZO0DE&XT5ZJqIZgysddDv2WA z%LxW1^Mj)bGs-S&iwrgJ7m^|GubF1gza!CY*4`gFx8?-v_va#aPgg4*w8&TZTX&t8 z#d`tfpPRTh;PvMQ?{8PqX&6a1(Uo0%zRz9h<6=gyy4zg`o#Uxy)@Yp73Jb5RJu;85 zpehl67`+LH($A3z+Rr8Rd{rc#+TLt}xKBv?+Wsh_@V5rgW(wc|ohaiAWfawW^6128 zyc{?NV>CZkv0T2KxJ(8kZLjY1JR?j??d;R{h*@YlEPMP#pLjB@Be{CTdgmjuU)PjU zbEe^ht!{mrlDG;w81z60X0jOf*tO)~SM_aOnD*L99F9J3iOFi_b%@y4xG7HQ;(t2v zY4_fLOrS$j9}wRHyPZEBiR4+Q_~}}F9xv~y_qWWVKb%upEh9FRS;0nYo|&d+&Cs4Hd14t_rUucgnXa(-;pn zA_v#akuNE;Lc2wSAinR-XRCc-gm!D?>T71oQp~@LlI)vR_oE@&eYC1I_IDxo8=Q!s zZT?}wZ-dE+S*~-yGQ<|hmFl(%phqpCY(kai*0`9$oW)X!Yh8}jx?C#N+6^7JXPah~ zV|ifMo=HdORlNuzSp@g~*YybiV`2W^C9w}{)F*>feIx*&6?zi2(=N3R@Qr_Y(Dap3 zKe4}2A`*>8E_H(F8v~Zn1c_3CRNuJxh<1aJTFCH?E8u`onACj^0D7x40^kfZ6`U7< zo{EPGXl$iG2JC^Rk_mp7zT;%DRB_Sok~JovzSR}|zmkRIcj-G$1WOH<{YEq#fGT)u zh2l4Q-~&{^Q>RtGahnLB44!(Y`Hf;^0A7exEWPhxDChvKtuoYr5wKKV!|&2}>I7dTX{U01*O=ovpP>5kLw7%AT6v2M=i7 zQw5-YXE{>8vxceJh5)40P(6T2>#)}UjKcYU`PT1z)Azt!t=|I^L!{>0f_+cJ5}?@H zXA1BF2jxg*Ci{M_-!5aMnQ3C>qBNE8 z03JJvoAcT2K&T;{pXcQhRGp*SP=Kkq{FC#e&l<}DFm0|*!ZRXOIj6Vk3&+j`^l$pa z2ZL1VAp2o3^!?Je5P^wBre9`l3~YhQCA|d0pM*^_LJwdx3~?L>U#KqSuDbAs27*v2URr*`1{4qHOC@nZ>?7)@b>|nz} z1RcWdaDtL0J#i^ms9+5fT5=^X){*wXds+S@?y8I6K-vwiuTzUBp(sK^TWiat0TZB) z6ZOv|zs_gV!Q-P_{E-#5!@*Dn4pbNFh4o_&KWY@&eK8`6M4<_1kG2>hpqB}vt^0>j z0}bpWCd>;JAm&@Vwn5r0Ch%AK1fhY76UqhMN&sQm(Vxpuat?zI)w@K2%i~tsM$?ZU zK=C|^w?`ES?SgL-p9H1!yVY_&-N}`R6is!6b#jFHp(N!73k_Jz!TN`y-T{*049dL@0D4vCQ&F3WUtN%_AxD1< z|*^Ko!?R8&-p?$7G)0xgdzQ}7}_%nSpk zlpGZ%ad!~b0r^PgoWBFZ2lK2w>Z5_0;Q$~D4@H*=B1!la{Hq^r1TXa9Awexr;uFdw z_G2wB-Z-e13SzmHX1`rk#$M2)vUq>wI??4S`Mm2F+H+M|D6mYA^;_CG9??i0p$F!O za6}3(^AJsufI|@EOxxB~J%po9NB|loB3km1r5- zoV@rS0WJgw5?Gh)vtc+4WE{^OWCPTr9});O`a?w2k6nmVe`K3IeRm1@jleZV{;LR< zKg3Q&2I`bW(!gMI?dCyOG<8&vBTKXsz%(4ygNuIHdY8n{NXmrVd+R(8WkR-a#$*(l z-3&F_@Rbn1=z|DTle_~T1Q@e2uZ-+Ac@Y_|!Jl=4H3}3#zC{w(5PUuSh_SP49A+E& zKL@Ohg`1)JFDB3#7*5cO)Y{44=fZzphqee*(uZN8Km!%>Zv&(tXJp8lg<4om|MCyl z22)hU8AY2KmkJb&B#H?KDKpNPl%e;dU$D`VXj~Yv4oN~Ux9F#x{9RI!F|n8Vw$_|< zL|zE_$8PfCQIrsW{H5CMgUO9_)>n-(R1jW_CPJB{CCrdb=3l5%kNN)!d+V4yz9)PX zE$$R3@S;Od; z9khn+n)+CeNZ%9df7gLW<~)%!jl8Pnxq9pORnOx3$aMry2Vl%frkTIU3Dx3}+e=Zgi1Cj#l*-+jWAnIlU% z;w2>cnR~zr7l@Z;Fg;$wpdV^leNxDOe73QNIRc&uvKzb?J3mDKnv_n*Mv7<8>TSoI z=JfG4<9At=>XDFDuxONYQ;Id6WEgq}q|@V$GK6E+HDF1+inJ_n7J6SjFeH$U_5CY0 z4n&8kGgn_EH9oaa2Wa!HDwihq8dMhgc!JCvL{FV+JF=|uwb-_$ig0A7k(vwiUGSd; zA(uG?%}o2v>IU^puPYhnw1xdMK`4QfRwFKPv4b_G z@Q)o9Z^!n&u~+GS_vqZ8SXPO8l7_el@i_lk(LtDGB3e^PN{wL9{6Jn_#R?tXh-jfn zS4ck9_peTbl%yUN(Z`nU8&(09=HuyGK0vO*zdLQ09r$<<7#A+^5DJ8EjmgvTzS356 z(URR-FPv3p{wWK=+pQPYq4<&|fCr1%X`>N(l$cX2qx;@4wPc96&O#<zG6*=xbR|!Wwd+Pud(P9 zb_V(-0L1p*M^VuQ&Ky}N0M0%)F>vx^n`5&3y4$chCFmjeQO+xb8ZPWvFIUQoe$_BP;|>8#mYS zlf=Jq)YAmy-x`G2a)Ar{ryZR5Md>MFdx|vvfCl&Az^56$ndD2_*~kigaQyb`IZsCo z(-+EQHmP-SRwbQQgflkpIJn>0NKdgfRUvdtl>O{2`%K;4zw^g~wL_@w<|TYSEc+eB z+sOxnCBRP^9k7Rd#hPzeo_>{kXj9PR@iBlUzUkLiu@|)LtCTIDtl!?Fy8|d!$Z=N4 zfj5DDylIffjGw37H*gzqe&yD`azuMBz{^B#;x?on$-ZZ$6`M_tPS53I z%ta&4NK3;bD1t11HG(6{l1R?bIktE{d`z64G)idclBeImz&8cEktEy63dT%7Xp~l7 z65uoUtIG9zkuWjx5;n=JLmBZJhJ-%=S#S0IZ?;iDJLL6g4dW7H?QD=vAYB$OV(6i# zq)}bk7-8BA-1wVHJR)7-#pSUsp1I2)W;f(@+eMH<2?CDWD$K zJJZuOa8utMc!s}oB2IQF^lF}(8RrdeC02E}L;h6$?7`7UZH+gxvU43VP~WWP;BLf~ zf6~}?gx=8h{lj{8_Tgi)T3Z5&MaHieqq-Ie^_{xvn)+h(YVk_Nl~YGLo)ITzvre;L zTL%uafr}0(+rAb28oF(SnJG>d0Ad_L&Tkveve9wkmfp!YNzytm}+r zPN@MrRCOV2><_B?bw!<59w&jt$gggAuN0q7xLq}%9Eu()S-^b3Z zt;JE+r`=Shg!;69Yz;-9-_(evw>GD)W<;dSHVeN#SsNW}A*)RANV8-B#Lru#>XIW} zRmO5!&Ebk&bS;twv2alv&SKYYWpM=ZriK09VN}8t=epn6F#N5$^9XQL0v{A!sex31 zfru;ZOXG*3=bx`UKuX(?+~wUv;4|A>;#+dW<;4A|QEbNE-i}_Z_BKA}PcP>8qmC0E z47meZS=t86ua2;8HOB^liLBHePS?0MxmS1o(Z1}Zt04t`hP|t2j*RW8rAxP1ShOKk z_Lku@t8YR57l4)>A()s@@1ft*h!|919* z#be)y!y_-vYBJ;3e%POP`$h@bZGhAB{y@s;#EM(x?2nK4@O~L~PE_ytN%%w9Agquv z2nGAEV25QEP!?SU;&5N~0~(?*J(MPKgQm^(^YzYNwzGG3%)yCC_P{K11FZFc`398C zBqjA_W@uIgI%Ek*Jn75f)2ehM$Th0czd^L!I)KCcwOcK(<<&s?=jw6^en0-X=n)y& z#7zK}Rz9Ley8UVC|XkVX5M86Nw& zI8~+zZhio{+2iHnpf3RG2y*4~kHh^h^6xd(4)yNISEg6s^DFTe!H{9R&@kTaWwKRe zT{9#(T`Ee?%fqX#sXO*`j{biiNRT{2)=(<_sb0EV>{9L>Nc^y$EOcZHh7XioG>1HO zsgBN{S0(}z7|lu^(Nx$u^nM~ldtGg*kQniEY2WGa9=zg<8(XiXw|A^Ye7*W(CWA+< z4BciGkRT`xbTWuU^~)1%df1Vd2EG*LuPcDZv_&b-^Y(su4hrlU@2ju)9%e**O?WUt zw^Cw%BOxh$x~R9f(b}^3xl@w*>q;4IRVyoVzf!~N_ghiw>*uFG=IG4>)~#zRP=2|! z#waoawFlo{cR<3(=joX&nz0Fc`h=>SE=)D`JUJTXz|m}_>&fZA@;T%CwBwbSy0&Ki z*B@6s9~k9Od^~)#x#=__7#~5<9CbP_)(8t*h$@@h68c{<%e4RQD+mXtzd1Hbl(=SDQHhmYk3sfjcpx1uHq^ zUSdfY07PqlzrZ|Bbv5cyDczhdZ0%)?Zt8L#{P=@M(pG17j#4V{yJwjY&mFaK4?gwE z(x5UT$B-ehhTK{+=1G;-`{0AJ9`n~GQQybXv#56;G1sRT11Vc`rMvve;f!mk5wznB zu+(s9P)0~_)A$7~Gpp1dWCmM!2e_fV&fEc8fbR5)DW3-(q&7RayfK8m$LyPFaLCc7 zRb9~D%th!Oco~gs1P{w}^p#*zO-^xvo%$%H^=AOah}PVG8rA4aw5vLY;ddvCnvcb3 z%0rFYMOLP^8vkN?TyO6Ot|Ca)l1ugsmt4p>o+EiATowXJG@?HTZkOmsxY2Zuh670bBFsx$MRM#d`CrDS5EPDk-e5cJ%5Cl*KCAeZn>5BP&^H zvJUFa1%(r0WqtZgk_u8*h-{!=Bw^{VhX0ES8s6&l5T$_>7@!Hc&T`RE^mB5y?fW){eZQ&^HmR9Tj^I!T+SxxLG!^?d#DaIkOBs+mflras)jPY#M~pj zAU|z+?@ryr%LDOd;S&-8Rt4`CgTRS_j{xxce1Bn@kioI5?$@i$(-G^1Dd3YdY$KmG z&N`VR#7a@+*Tn#Gs&vcGNcZFc+-G~b^0sMRUOLvT*S(FLv|dsF5y~z;!$en0Iy@3< zU!6f^gyV%CW@$*DIq46pI;zj2F7({X_MXl3RmEsCS9-FiNozCAx&vZWC)wInG(WI) zR2O<`q}N)dHUfOn*@H~4>9v%?-``2I0r&vSDtnuTn4i47V6dAlHbyJJJfqK)Bi`~S zDP4H}g%xbhGFPL1L)Xf@Wz#ya9)_3Ly%0NUrT?1fbHded;$E#andcc%`x(PK&|Hg7 z$LZpG4AMGs+XkP;FuePqqgKH4*3$sx{$S`qiN@Zyp|r4zz^Q!e2w8I}E2&YFZQaij zBCwQ7AiUPDu6YYrmBG(|Z?bMn(tWF;z|UFH0ZBn(TgNqf*=^b0?T37-a{e|e?vzYW zh%be{JN7~BKW7o~M=KZBKvLL<{3L(2?+xJ{PbDopW=(Bigs;VARJ@cmhwX0o{3`?X zX{p35Pd6KDS}nl66fW(+1}owYu77uqA#&W~C<|o(v${z#`|4+aSB-tP$#`+VBNgoW za{OYPyCkPlFQJ)eN#~D#`M%SlUX8#af2AUE9o`M{bzCDD<99}^XoNM zS})os-(%=kS)y0GPtnv!)(-PqY`W)cE%qhjL2_U5r@qVAR>(Ly!fQcu_1d4K{?e#A z(8f7j5hx<{!W$%Q?CLMELW%8Zc8)+qyqKmDt*%JV7+Qz#Q zmJWf&{3LRwuY zJW040MRH%+wKVFBSq?5(X#>CbaG;;sc5=V_39$)tW}Q#25( zbrAFf@N7pWQ=Gf;>9M*)kXkzcLCal2%>bj_9K$Dh2Zc2F8IcM}zD@8%3#FQfKu9;I z=*4NL^-wsmi{jlLikTjjOM`f}Yp`5xqt2==`~g+y#K>So@q&j>D?y_fqxe6DFaB;B zMMFI!#BH73B1iV?hF+%+OyD$cI*qI)4$OL>)X!}SevQAs5~C86B+(G13db|CMm=ER z6#Xi%slqeSk<`dzYPCJ=523+H9rVHp`egu7nP-qCsowT)ydmsDwq!}vYy@)2Bx-!A1SQxEoV<2=c(%)mW=zZXfrSRE$OKQy3Q z594AflH*K>F7zadt`1uD6x~kX(p!gQ)x~c*V)$EU&^4&XG9(cOH+Zx9Ih|mad!boBBfHYzp zW9vGGNYG*<%`QPT1+o*i<}V{CTSow@HE0#?^O+k*ZJs&_)eQ&xy|IuJj`mYspMdh~ zTb~;uVwwalMK2VS5m2r1eU_=*V<;t(lHcr#rJs6L;L4}gjDVC9&>d z5T5b5mm#TgON$7}Cp*}8=UF#%pPn!ogOfN!QqAjpT`=_7ZGtN>4jF`ZYXN9S3|g#d)O)>AWFLj7a-osrO1(B$}4jKJW0* zA+3YAjHdrig#mnpJ3-|J3W}%6&23(XKmFgD|Kx;APZLg>^6AJV%fJ6wwX&SS9ytq^ zE`CsX*mGkm!VxV5z69BQS4F8x9jiPX+gbWCSTV6aYYBUdOnd9(pgD?hDL&=yQRoGA z@=5b!adssB%nsjEz5xLLc1H8M-FJN?ay@W?<}q2;c2X4>;!fRK9!IlF|NIgCmF5n014ZUx&5$f!= zhlMkG8b+0J=yo6@axd-jfV!l6CuOe@(X*u^HudQVs!`>Yh1J|DcWs*RDnnLYFLrm+ zTXPQ~#zpJIS0V|TE9L)@`5o*GbuIrJS?if0bG@f9A(1#f2yDz8|6K_qkvPQvM>vnf z$%NtH{x2CuM99U3%qV7RXYWA9$;tYE(qb%}9RFkb1Ep%}#b4^MyfU;WBGM7giX3Q> z!aC;Rgt4jS2b9jc2HfnpDmZUb(FWS&Jk4&Zr4;KDFvFaU_~VLN8zm?mNu`<-e@Cka zbqc5A4}Qte{U^kf*8|@szulu0D_3`KfsgEp)Gnf;7t8H~=j8Bt>^n7eK+A)Bxi5kwz-3GvpJ|Z&;z#p17bP$yQ9ZCKMq^m>o*qk8|Iu}K zlP1OE8Bu6=Ls77Z=@>O}4PJB}lw;AYG;c|Q_wK^b(2;JHix%F^P!qQy7EttXdQ4%HJ6SLw3 z|J~zw3NuMmQi3XSnDW~3M?2eHus&!8_bZ~hn~Y}BVz;)xN33-7#xZlF4QbyJDOHKK z0Tjvpo-+eDG!D&ZgKx~xQE#leVv%f;s4-kgX>ibS(SDIqU+KAB6^tU)Xp%)0F?)mb zksvw+I*J^swKETNl?WmNn+<3=u)J3 zJnW_n9kubdG`C1%QL3T~Xleme+Fg$~?vm-v?=1;w3Ca!e#3| zFHY&8D|eas8{JsnvL)J7-rq1xTc+eRijHfN-{RdFd`c_fD`v4D6Q4bpC-~^5T8@-G z+kIP%O>X&lO)1{7_cCYt5>F|_L zJ)yD%%h^+f@oV|)POa20b9MPy7;do7@t>xnrPdWQBTMW59L=yUfxk)P?fq{e;#92p zr80pfM~{>^dWboYDx4A*Irh!qZ1RB`btPlbM%se1Q!H*EG#EO{XS8ywy^aVQ>K%BJ}Tqi#94K-8Dh5o9f-L zNJ?6_jVL7J$cZareLf~c$QXY|YNTx&C_h41rxLV7=i0QOjL=X@TYZvT_bh?~t+sl4 zc|q>wq$0b#2Q5-GFev6ZdO)LsC$aha3cj#&mg8~9yew)Bw7>U)J`hZh^R@?ldVm&V zqrPU6>L~?`%iK1*~vtv9k64HRN8E#nH4 zRKp6eraIw4x#3xiT1JHO)yy#;2-1qRp<69ryjF;Immd~`Nu%!!kIvax^xA6!u{QYr z2HEU_=+z(Bl@{i%u-c2{8vnm(IJ1g_pJ zH{!d^nO0Debf8fahioLe4K2%#**;MV<9S%aP$7=7wcEs=Ky@jBT-55{yHeZ_UIck% z=Jd$zQ{aBS{z{DA%jZA!Ieh??Nw2*yP=O4vMTCZ_IxV!nJT1zVtEWh`Mf|GwsYxZ? zb8;_S4~noKqrin!gFr{Z-CeqcK84(?A513h^8u%x;QEM6(As7?yB?iuDZ3t2ZEfCPgo17Lt-HortD_`K8B36`UKJQI! z?a9^svIgZBMnY{ru$p^-C0Bh!T@UWzZzjOv?-3E4y{;x zx<7ZJO*k%1R)#WuJ{hhe-yz&m&q=*6gxKKi=*AG2uJs_~9YM*KOJdPc{rV03bu=B_ z@hHJ`0L;~Mi0uNf8`N9Aj|2zzDZ7Rtpz~Mb*%;paGc@~d{R=T1wa_pmpO=5kb>WD? zK@jDqo^WwF-;>!@Agtm%vKyqL&20y*R&wpq&gR}*xqkKcZnX^@a*=_CsRlhgu?I|D zwZ;PPk_~rBM5;O*ZQ5ome#t73iyova_tSBsVmU1|x+k4QG6 zy7FFg9Qh4HL+z%%bddwRqYFVBzB-Xnl`aq{&Q$a!{HA^si+>xTX{J+)CMnzRAVmqn zjqd&OrMhST;Y#2%R;rjCr#bcaSFRA9AcL;F1W?l1)(&ZZFEikLF_#cDYw)jh}NEY!L)F7 zw3o{LBV7kG;<}S3@+<5)+rj`8pNuUFl-$yEA!@rO2bJtYlhR9bp>a`n$R+GhE{wYP z^7g52 zPwkc?a^U8e#1u5u`y1Q%+hD0#Z29S*Sl zDg8&k$avw~`4#~itUtYR~x|T2^Trl3K-4U#T ztMk1vM(d1Kd;@o8ZH@%dI{`+Q=9h!6^13;|z16aly#BeWk69s+s%$ zg_~K(n8^M^(0qKzj6Ym$5(-jqZ~zuoO=LzTQ#Zr+9uDsq`4^cwGZ`xx^Se^f+S=h= z$@Ffeh|DNyWn}#>G5El62REw-go9OtlbapFCd|sk$|@`(%EHR} z&L{f+eFXh|qW`;z1Q`nx6Vv}%M^GlHTWE@Z3@|2H>T?>sxY+4-BJK;{dUEU=9r?G_ zZA;ASgx&Xk|CeT~CyvWLj@K^|RRH%>RH)!2j~f2MTTnO)5w2R1v|cn>5lLQKa1g}| z^w>!mM~y*`UHT)FX)Pl`&iuvwjGNW?wZ_PLPh%!KZ0L)*4v9sg{S3nvpfQ_d&PBL! zO3QA4Ta*>nFr1u)y{ECEAj)0<-6Os$rRG?}mWP%DD5>F1RkoKjgpSYEfK)Z%WY;>P8kUSY zGjezqd*(-pzILwU*-T5m4`0Wt!}$(uZD3BI)WRLGQ$>lymxOrWWi!)6i@&6O$e-Yt z_$Fc8PG_iNvXf)nPOSEU{yPuGXx4!MH3b-9G<#=UN)o>vzS`4-GADGMT#Z*PzyV1^ zm^a)gXK0;ekuBMy4S-Re*z9IKkeQ@i|3(O#vy@{lxZ?qD8R`J50SmJ5Jljfx!@~-dRCO(i+Jg?2WcT}deB$kcN)4U+7u7(By8tRq2caK&#_Xf~Z)MmSLwb33 zJRh?PP{Adk&tWN2!C*3U4Fr<(Erf?<25UyY2xQj#gY`#9VZwPj4g$d7KBe*M6F*~o zdP@TN0pD78?A_3UGZ}DCf!9uOfGE#qQFb)e_}jPrGAY(lddz2QojUP@(z39S{D&lm z57NYoo@Xbg7F=1zWhoEs^AQ$I<9UgGG21rHayWf z;kgcu20~?e-anbG4h_)My$ddQt`7=S?rO1Xo7krd3Ve{N3TIyNZQui4a@#Y$Xc1~% zaSd-VMU?X~TtMvC$|vdP{}a3T(Eq0|KmF6y?8ec0sR9hvB|Y_MvkUT88T)_&U2mpj z?b|%nf6XM%gg$xmoI}Y+^ysDoBN$2Udx37gVn@u;0*L$huT1T1Uby4D;Mpq&=?Hqh z(Tl|1DJ1aI5!FabU5SuwTE>Ut@(k!IC{~wOcK|e;@-$`&_Mv!&|64vhAxB_5H!i67f%NbEve>JN0P0Ru5Ub1ZI=V&tyz60KV?-~G3E%(JOfv06(4=sWVkQ;C zb6#as6_9o;XmL1VEVaZq*#u?sH1PemaljLX0Vys1VS*mbo4ylszhZbr%5Q*-rFz^X+&c1WyZ(T)tThoJ{3))Tyi zIw68FQjS7~f~rCH@|#9IF(n<(-+cED}B~T?8Z@79pgp^Waw# zXvt!epsUStM8)Ukt(UmmwGl!P3Vl%95ehxzKUDrD)(MDRk$dP;q>J2z;+MD(3c*nH zh}`tUCC#~n21z;lx(#{Wr+d|PTso435Yhu1K3SUaZI6}^nRwul8`4DomL>)niGN$G z$O0=n9&m=Jl^ov40k}14ncEZ)_tNuieB2tt}uAdPEtjy~ws!%@TwR>^=RC0R@hP)_0b++N6shkLqjv0<0D!&$( z^dEY$6jA?cjIg3zwC-6HpeC%egWZ$X!|W3@Ci#e-eAL=sh!H zQK3Up8*!M`Ntxf&x;rz-<3VC2@!}GK`UIyMdFzd7_YelTmaDc>mj=zQlwlc>vWNcUMaT+#qfaZ(`=;+B!0KS4LVFsV zB6JC^eR%{BCld1b=`s8$ba08`^#w`4_O-)}^S&W5AzcS&oymKq9-O?fB|<+EfMIvr z`M6LeTug>{!K6KSJ)iqt+ zJyTOx_w;zA^4FMBy*?a>BMA+h7D!2vcV1*c^}l|>`lj@#P;+87el${4?2^wI17l7@ zpf_5B6roRmSE~1XUft{jS7N*yAJP21#;w;kJ;7#R%;d2-ecF&l)G5=ZK-N)GLy2>7 z=x^i^73FZGo&@zlDbaeR-e^QJo0tAZX&gp^WEG=a?JKTZ&_?-*Zf`rDEkJlDTVK82 zQDxoM&uKdE39Pw!+%`kjR91vRY!avG<0}xwJbJ%3@Z=I=H!-s#Z?g>mo};w0PHML1 zIK+6m{cEho8b^39N1WXG6|{@!D>jYU-5Cw2H$4DF0(wFDIHEhvLUdpsi{joBHJmLK zdLk)YJQ!R=z#vsTY$qH9013rxHNZQ)sL__zHqU_(ND--?Vg9@_Bx^ZJ3sM2Aa*XOr zm4@*UFb+Blw*3T8Y`qgJL^6{~2$s*R`X^?3IsJI!)0!5s2GmMoRPQ{JQp-)}ti=9S=(dsO9~6!vpKI#sLNb zd`7l<3uu!p+dXu<_#ox=q%0c73#nQE=s}J*Ev_;vW7{EVx_fywUK9Q^RIT7B9OwDF z#={|!2g60&rU5EmTkZ+ZUEMm?NiRnpe_8L;55MZF%|uqZ;?y|C< zmQeqkwJVqz=m=*Ah_<%D)aS$#>SAlpZLKzBFVV5Os3l5O2EiL=X;AQ9_fT-n<{o>C zyKU=i%PW`v4!0QAsRlc?T5=@N1u+FzhJdMI@%>y~u6y{0BwO4_7nR!}cqKhQGLP*QfzJtle!d_3hj3m%H?hE8{U=v9$*%XJ zO&GE2w-J5h?jUU*qS+gMs%hU<0K95q^d!mA8MA2KO)SWl@izVF2pe0(>GWm#o`ctQ11Ocm9dHK z0=5Q#2^4{w-=v|TBVr`+Vw)2@)ygS;rAQht*honp_`xlRq!G;GXn;h>@7a@ls zOF{l!jfOILjs|N!lI{et#D77=3Q;xNQXhqi&p46>siZJLE?kLsQ-y}pzh5}1&qx+s z4lS4>8YBZ>0!|uA5y+P4KqKlwCPPLGY+BMtqEo`jVwzHvsL;_AL_wSO1xwh_fSC7a zWkJlKIm~}**5ROV%xD(yP!<}_WH~A5P?n-Tt6fp1Id3q!K6b=vrI7weaE}N@e`<_s z+{D7)h@08ga~Z6CP~HXLeX^BgBVcR(FVPTCZm14I`R$X^;o|BXb5Dm zoDc^jp}WL$nWC5lrAgs?9x6z{cXgLc6B*6WEAbdLmzq%AMohC}OSJ6<%uAVhWg~QB zngn$MkR#Mrp`Rs|1#O(pr89_Pk0%$wfgVx(2_K%5psLOPTdZU|i#iJ?Dv^?7wW>~4 zk%6>{oAU%$0?2#*=gYisybjOZuK=!?(jcx>x=Kc_s+UH(N z^NADHzRg(+&mYAgcQN>37@Y~Mgfi4ndWO$dR3XEOIqe*&(%;WiP^h-#% zF6bdy@B7fJ?!GcMZhgkrSMAG};1Iz6wHn=ff(eAI^lRBLy*EkM#!R{E)d~a?2C(Xn zvDO`Cw(k*@hb{a9RXUsR3QE#u6Pjb54nTqfOJ=LRLkovMLm_^qnmVH8H_jgjDB+rM0J+5Fn7vZMz-l3>&JpC!v*{b5?g~#tn8!cBj?nS0=lkx$g(FNLE7c^CDT+APUDF-HJS6>Zjy4xCbferGg{hD z=;}?!e)^mWB!o((h!Gt0^hocxNixyurgZ z({n4i@`@t>ClEer4hRsj&t*#dWE`pyfG$wA88-AM7Eua40*m2o^vmP^p6^h z6V+<;J%+7nex%*B-@*UhQUgcoCw5+a{i=E9(aQvZ0=m9LKw07x9Lp ziTyjodJTs6mX)~ovGffwJ7+xN=RGABlO{2bthoF5NB7){y6tUtmQ-Bd9;BWN+^jyn-_Y%RNtr+?x=fyz79_b~@JI>H2MYuJ zJJKpnGW*?K1FK&TVR^3*l0I|2V};MItd)(bn&?WLkJ0;s)eKYzqFO7$DdohzW1*fv zYg>*VoGLU~vSp&&iu|-Lq>QOQN%qrHPQRi3#mb*CT_TvDIOZi&2U|LaBg)2$R63@(KXxO zGU<{N)*TYMDYde?sS31{YCjAzt;Q=DGZ@<$8Hd}OOBzdBN`?=x<9-Mj-vke1U@PnV z|3MPA@^=BNo8saBKQOyV9#+Rz))n}F0p+yD7k&Yod+h&6kr1&aG%eaY^`TyO=aZc` z6NA$&hoOq@n!)d+v(DD@$p>I%JBwuPZT)c3=3 zQuk0ov19AkO@t2xu_SE|Jngnw+F&(ctK#u5m?9Kqz=K3~z!PFymo+<5_0zGnn(J=- zxk1~q<_=}qt>p?!=V+05@2~OJL9gP6>21}+?S|cthow(o*Nv@CD=E^RCXuaIcV||+ z--*|J>8F;hLC9CX2dBM$&yFqdbQKzOamn(QOKVOa;$>1Ml478cx^|)zNxK0p7Wi25 zyhf51O%Y%G@}|0Jp2zOVWh!r!f`WIgwaDl3)v<)8mJ&KxNE0uji<8gII0w5QdD;lg zSN~J8pzj%I3D)DAFl7E-9i2m_BPIEVn^TSkN{QC(Oo4|hLS&QTs3<_g+nqR|5EdCT zD+=~OQZ8l8UW3Ghtst|w00XZbcFInHP^^UuYr`qUC>+*uA6=r=P$phJ_R8NV@>`CD zIbYdVmWg(o4EC7U9*3CKO|p~ct&A{SE7~t<))PSh*Cs@KS~l%?sUM{8sYQrJHz7}i z)yt@65$HjL`TU)DQ>N~+0`FT047sX02ZP5}ct&6tCIaN~57x!pT19KhuN1k$P

e zJ-nj}9phiJvLJm+I45MP(Jz zcNi7{aEs9ajnq4ICF^*fmtY1Pdyo7HoyUGOPZ+gUUQ_uAF1f$kD`tNY2vXSRa#$~a zTBa*}C}+kJF)X9Cl^kh0{p}#_WbcxRu@W4>LHfLQlDYgwj?ea0Z=I{pdg8%XPZ^1d zy;U~s=DYK2(HcWZrO;N(pOnZ&`J%1eB&eMj!L7tCZ0QSZHo9N%f44P8pa~M>pCl?u z0NaE3L3|bdkFLo~R0)Gx1j=n?%e^l~|9fVL!$eAvLeOXWL1w*X^xJy`J9NmJ^hYn2 zS9DU-y2dFYRppL%cR-G9tGXIV-_1|(3u$B)n2|~k0}kPY$|fV4*IuwrkB{i4Q)6Q^ z>I*yWoZd~_!79_Pt%J{QB{05pMp4e+ahO-f%sIb;Pn$k_lj1x|n;f0Dpa4bl4e5Vu z-4%0ovc1I*!k;g7E=e4TY2g{!Ov1j;{~n`$egA6ysPE?c^0=`}dOk|k#_8NTI%8YT z+RGEZ_7mFCzu<}}#i)8%dvxO7xtv{R?Q9#qw|!(&T@Gt0NV=Xf z2C`t@o$bS`gZXcUE5G)R3?78Yi+H_tT@AaPafiM zQJjaQx}||DDS44YG9IOd(g|)CsSDqhC(=Z__<#GQUEmH?EpEJcb#a!w2~x;4y7Bj6 zrEP#%+6WK%bFQ9apU8bjKX_l2n3Zz}j*dRft9RD?M$*~?o)m>G5{E1hM>Dps(t9Qo zO0O?(;5kg6~VC8lJi0xel62s*h!-tt-a znnr}0h4yn3uJXnv%@aI#4$UJxh?*?^L+lazS!C_K9Dkgb0Ni12c`y6iywNA!g}MfH z*W|iYr_t5%xO>;ejd& z-+0wS;<*G!Kfl)S^!J&LKJnZ>^8c-IqwuT}lD^d1iP#nCBaVz)2fxI7rt!e^0XqHwXI!_zOY@+1z7CLA9JG|<1K@EBs)d*d%d zxb863rn(q%1lrv{1pK}F(^4hq@>~8tenW}CiuB*1CI!}Q|7rM`%_&yk^!#FOg;7jv zdP^_F1PvwS))2yX0OcoNAQmi6kEHqz%%rs%MaZMfH>xDMT2>&@5}k6ss(;cw=vbHq z-HZl9LgKoXJe4#dT*e&HEK&M;Wd87<{kg7cT9JK%ed z)iMIUpKu=IO4U9%f8U0xuEu}WxlsbeAom@LnORTQl=0F@X?b48Q{HW5GtF0rfuLR& z@U*zgd=1@;%mS!nNwk$9lV_XHTXMDeQnKO#h?mRuSuReqPFqpgaLBb5wY&!+GgvN!P@SUyzRP-{2E{uy%Yj3_xoZfb=awjrS+Y_y%*saz97bfs^&pg?VWdDI7(lU zcC7cnnrW23y*Ffb0*tM(V5bb33MG2>w!y{jP4~+JC*lrfPtg@zS zTiiyD>5w##mu}{OoXYC9N6^g#J!!F?21qb0ee?S$zIq!q5}kJ(E-N+2Fm{b+HDa2* zmhQ!9iE{d4RN?@G52^t4#u44&KHlezwJKYKWl4Hg}h!8^br4T>fMjXlVU9OXe$B*0{91DdKC zFYacxXoo3+1hjH*m&9k~#zNh7N9+*k8Jc+2))u~F51^@!plu3fX>R1}xaG=noY#7D zq3LDXkp-faDR}Q}^;hwULZ-?iy+UfKRM3r@?9D1Hog$MW?S< zjUj>1fLgK&i}G`(V+d-ciJ9Xo0DO6JM0G@U+cgX!D{k(4UZ%d9(0EA5#1s9a9rFBE zg6J3>S2|h{@k1b#NILPa7tQn1?u&`jN11A^gK}yp1B+W=e~ZPDrdTjK-tjK_Q4aaI z2CQ*7Yc}|ABNW|4&b!Swns4V04})X zIRLIU6mBfrz$^=MTe8+iB7z`lIfO>45H3?HBRBDb3139I6iEYtRFu|qA&4zpH83go zH-blgtOj8-xh9N@#&3C^fgfrFLrJv|Af~YXfK7Yi9^Lg3L0m|pX(VcIp3#UsIBM{D zjY$grejLWsHqj<~hu5z2YaDnQfJ`80jSJH#fTCZKqK}qF%oF|u1)c1Kbuk6n{)iK7 zjz*RZD~80CL#0ogMGEtba9a%SuN7@WBVDUMOd|zNFwz_&_d`Hzxf_(EvwR2=v|a6g zqD6o5xP^3?am+<(GIqyt*h4}%hG7noNHfioOan<-@d^bhR`9xQzSajEzvmwbiIN>A zbBPRh=c6N_cp}_}oca?Q^W~F|{pee`m^UWPRUwqwb7J5%*m@`O35xf2dU&T$r;tL2 z*KABn`*Yj)6t#zQZg|dp|b!S$$_BdXL!jNaSB`6-erg&Q(1V_|3V(59d zd>p0tjZ=86=+7R#1+6oenHt5F^-`X-Sq@<1uOenP8v7K(1%H@aa{rQUdnDKbuoSngeMm9(;3Sn;`R!(+^DwIi?i&eSugQ3YQGi(c$Mb+WEwc zG}s0aODU$R$+9bP->?e2?gLt7tpn^c;x9~IiN>jmOYZSd@$q~&A;L8m%P`*{g_MWD zS)Sp`#v;H)m|re$D)tXHe_;GLd97GrA9ZGeC={iabLu^$R&z~mJ!m3IIftx2xW6qT zs5{WabhAlX+R@vs`Q~R#1ZI0`5wVN+v`a@ zAcOX>hU+&=#1|Jl_>|X;k(2LGW&V6&hT{5Z#p1wbE*$$U?DZ433JNx{2E_cwZRs;E z@MQd=!jvY7wN#ghzQ8;~qxM#!lKzi&vX8iF4F4XfK37x{USlc^G#gwf0%kx1hk?`4 zZz|)@^ILdQBLJ?8AKaw!SIWNsxdZeb6g+0R7Tm@ezY4qqjehGhG7K3z{1Lb$1a{US zq5$9s--!tu)V3D_?NU^ULgq@jS?_Bxg>Y-q*M?5$C+Oe@Vg4}nXW7XPn6$oNu>JmP z={htVGKJ_@jo7!V_}tUk?R;5Q(3@IV`^?O!&2l7n2b>BRC7QTKAQ7pQdF{((z1{{p z?_3NE)hK?Fx>?w6w`9oE-+*Zqe<=fnlRKve3wW z`QE;orKQ2hHp>fDLdWWp=7^m?CNzP@g)9N)-i@B`?%E{`Qie7u^4?X@Q;ay78DjcY zG5W1FWUCLT!aaoacGf?k*5)4#{n@=YO3~{JJ0MHpgN{4pTJHzwLOp#eEb3OXHA(>6 zqwp!tbNHYmE8g*{L$L<)&M;2eV8{CJjTZLx`aR8mdpMn#?X>fYbT@qUpXq_!;K0?z zAgyQTifVb?Pw@<8>W)*qHfFl!8@iNI%=*2iW-9fJ6Vu8aXPd@$!R}kWWNywa!ktk5 z8SR&46J&Y)oYvu&wJT(z4r2W$WhtB+FCFf=<@+HaPE{WS)#K$&yWt4N=8H8S+SYs> zJ>OUKZ&k#RUOiozsjb7H%YESV*v7L}WXDu_-`+EcIdbt8Y3I5nW$G^+ym1#jZT5Sw z?fNI>fPL+VU=H>H`|qr7Mr_ZV&d1L~ua@SRPv<*+CgD`mH%%+x4%_TTFtBaFQ4KC(ROL?&*9nSTrNQ)&##XgRsi_}HqH8{;;=4X zNd%v_VyhQP^t)pmjCg5 zx+GB_x+cg@V`OSx>VR~hXH$=Y5)M_V9Uh~QQgsRnyP$_+@JTr+J$S9;1K@4YN^Oc6 zkHG{Ny-On4CV<;QQTv2i(CtZR65XD_1f?e--VwsB`mTK;`$MueCW&riBuU;G!@%hh zMC8M(Ce_?A0;qA0BH)-K1fvCUOzbYppSD`CDP`kri+2KbA64a{W@V#=Zd|_;Mb`pS z7m&7v=%dD~(Fr?HePo?U)j{NzA~J7<7sm^JFYzLEE;JgeEwdOI{9}0*%cjS#w_Oj5 zX6JR-P%V)2l>Cuam_^N&`uZ5j{jJUt^*GWe+xHClfQ7&8ZvPvuuhqvInceVg!#h|Q z$2!!cC8G(f2BxaA&GbP!6lMs4pSay`DJ0)OIDaEU;a$b8LeBAFYOo@(rsjUlI5rgx zDroEhRcancWMvcx%_Oj;MrOz7W}!>5{Zg~vR=!8Aiw*IM#!iM=-%{^Vo+%iIjaURP z(_@|X0qil(t9@hhN?E2Uhpt%aCW(rl+y9X|X(*`Ldkx?RJBDb!F2Qr|Z`3CJmEXIb z`9AFsD1+}?nKcGno%pb?+toJRiTWA$E9qTcBsECCmh=_MmvfGFSZh_u-dJ`yBb?d4 z+5>x=pl8ht4##=&;5TX|SZOs2k6Jv_$^}m2fZ==2rSy`K)^yI!3>rrZqM5r!FY+8( z*YwjIl?{g?1R=+VtoB#E&Rt{gJ=Jn2FZLN}F?G+m+@&qCu{BN)_TcQ$fmSJ+^?ie= z%MSg~hO0m?A_6v7OF3j7cEkYDiWN6G^=RUDt3cF$VCJ4uOB6ASe-t~N>usnC(LL!i zfx^6tPaIWy#{Ga@AoKCGZ=JnRO=XR&@G;57C9iy{CD}imYg)ct9IV7;GMC>Zyjgm4 z`NT`RnfOs~?@tdzul@d4J^i&5rZ*VjkvnHOb=Re8cw>#0oe*`L$rF=LuDYEv*vy{4X@m0P=XYg!b0-`9i*W~++l2FwQHFCo z@fo0R9~`S0ox+4zlMWu)f!t{gzUF_)l01;6-SB?p!3X?F8J9!8v2f*e#{?rTo8|OJ zcQqXo!PZMycg8z^JFr1u*Lx-j+Uzo-#aJh*kCQ)5=)ReSgdC05I(8>D(EskzZfyeZakX7k?Aw64SJbokS0|bnXmrwZxLkP84*g(O zSU=6Kjq5~^Q<|MwtzaLqI1P#taS>MI4IM?5>b-HAswuZ?KHvQFvw~Jz>2;AKPbsM= zO{M1senO1dzB9D3!c-+ei`(5Riimsi!S})3g}(d+bEB|29#FteYNm8Kj8-6c$^gu2(M?D zl~9tB|9iTc{yfiPg0#{qkw7GHg2f+SU^Cz1dH+w7c7z1NNh3`Lr)#A~2CZU(rqaI1 zKtyooq?cbXl;%6$t<>Zo0tnD}s{|DY2@+Bij~*#4!4@2|)rt<}f(#-`+vWig!ljd5 ze?jYF^iutw%`hBZP%92EcrgcvEp1*IfwuL~7CaiAmP898@$17RC$}Q1K5rCpO>V$m zWvaJ!mBV=YNg2P5Q31I4LXbCe=lee+t=0bElo(X=4kwpk=fk$=o)459G)aL$YYcs3 zeV6o~FRP&J3Zcs{6m0gzqW^7xPX?z#q>=d*KBV2W+}Qn1M$m}Hly6Fz(}9!0SZkgrB#bnrqpba;bKL~pSQe6 zQe^8ONSI%2QU-Y5o)OaMY!IjcUHe+QS?Z~13mX(qUvK0*t!L5bFF)_QBRloHMOY6< z*19wtP61IY(u3pHx+D3o=`wXoS4Yh{qL*1i<+MBh+sV%9&bvIn=hurn;u$~QB9`xL zg_kFmk}-t(o7vs(5z*%VwpPj29Brg}+f%vc)HEd=J$iAwdEP#wgYnz}7FtUBNlKGf zGsu|SSiMR1Fa>Zf$Ty&vY|q)_srwBTjm?;DU`-}G5^qSl01NJG@d<~!sH^V!2Srl2 z*+Tw{klTI0eJ^M9zGZSn@-Dd!wc@pKroY)j;Z0Elgj%TVYMUDTs$q1kv;}c*yU&L( zj{3!4r^_&yi)k9|KI|)?2)cO_7rJ^+2wzpz`dLOpOvO}cL_-bjghgl-j7iF3pga;@ z+!6tb13a`m9lIsO3%OaZ^%-A=9bDp%h^c!NCN9kKqrbSF^j=}gK}Y6~{H$htEe!afY06fT7v)WL0KR9H}gR{=2f?gH1d!XNI#XnsuW%^El7$a=*gbKGg5D14UT`2vNjT!NcD)D zbf$%t`F)UD>@kx7O^yHIQXj8e(@{S(7=nC6a4ej1=AITw2e{ON><>8wGbm$*(|o95 zR-S0IZ*M<}`^+^IaqQ-%SpprxXQB5{^Q^75{|mM?cu)v3L_NcKcPO|VEg8KfU|h}` zzB68PNX9H4H<7jI$G((^(k85Hvr0;W7?o`TF7(W2aS$YsjK(d-zAt6OUfB}G^UsY2 zl!(e32&NrGDuiS3UvP!)&}lRIb&n1@7$cpRW!59BU!l%Vj?w>h%$uvEXW&3>#|WE2lymYy6H}Np5^Q*Qq=-a*SQ|ayD)#8H;E4=qLgn zA)LUxMC+Y$&D@-f^QJi2R8Q_fwD2c5$7##qBpkK*JD*R{t$j2>(>}XG*3Hf!w^6l! z1;Rz}&oV5S_9=SFlxxjkEsEa>-A4({Ub+{Ov1Q64Bm-XEbVi=MpX1_983#W1&vv}$ zIp-b6v@D}V^D#ACe|{C~LMaGkqViaQ<9q<4z93ZaF^uP};Rk!mk<~lbOGlpe%MoYx z9S@a{w|g&j=8rI-^Qh{dE=&N5q0gMXbWr2Mn_D93J>-S{jnOjS_HJvGz>2xUM> z`SgoCp?GQW`3Ve5mbqo1$vrTTynbbNSh5sb`J@!>UUZi5_`N2r%pi>lsxvh4txVy1f)7H?0PrJ{7IViLnER-!vxwJ5_=9hNzkrk#;GGdP9N&N9J<7$?awe zMU|g_cKsV)`!HwF)6wBM22zc;BffyrH=22(_vHC@2qF(lG75DQj$-wtLmB?S9csVu zwi;v{(4ouSk;q}{zs?W$^4#fMItsK#waTN~wQ_H(K34&QqsrQgx+uKQ>1n0x$URcM zB+2{z%tSu2Cst{}==`#Mv z{mmqWv3C-cPMvxQ3~`9UF6q>ClaOPaR9tw^ZsF|2CbDuHLdP5T0!aO9XMr$WqCb}T zm!*R?C#fdT58*JZIAd>da}#}S)%{@&DeiE(_zqZ|6eO&K^6)nME;_Pkpd@V&)uu6A z$EMi~oMUEIsJ8Ln_*sH6%lSJTy(1;Y$=9eh%-5Yk*5MeMYOD^D``@sw4piaX@u&lo$0T1y1%|FPl1!SlI8jdQMQfC^!y%=}FUtk6a!{ zS~IY*D-M*Pb_RnhE30`S<1QOdGCQ_-arJAK4@Se{v$=ZFdD|Y&A877n%Hwn3x=?|P zw8kLdYCb8ERhTqNqip$cWPQW6U(AWl@0Vdv#3FG(CCgL$6EiHGP{)c)P9UF(AUQey zCW<@irO`kd?ho9(?2+edaDdP*>Wng~mCZi_f-~=bXcssai-t_m~j?F!@*841djq$Sa2)Eq?{4!?{D zp5_+-^`s(H`GmR!VH(*ky7m^fDiA9x(dho`y8m@s8QJB)6UfJBr^|96;)`&M;s{_r z*Qn=$Tm)kg3eL49w?vTGh6$1c=U&5>+uJ1{$T>s$#Kx4`{U>Sk&EERQ2rH*x8|kQM zHd89M$Up(Cf&2t?F}>-0#tLLJ;xCRI6?UJQa6BWsD-71aQ!vQOYBZZs}R4J()ik;4|=%pEwLx70HOo_F>UeMt{ zaGwr`B?^I?J3^xf!5l=J=?HXWhD0_i&XH0+?uVM!65s~Qv1o8M;xFo8Ke_27)QA#|v+~QHfJu6O4aHF|$xR6+WN)rdP!v~bfJEI> zHGDu80Z4+3Sc@32eftp?8R%-_ZrSrGqXWC6yYiwIm-m!DRro*v{N7xuGAxT4E~>r$ zZX5GqHCye10jPA}gl%@^B0uZBlHv8HZK{4#fEQ)Qkr>Zktv_G`27tV$0}ZT6)&-*I z4u8i<<(NJtd$PDvwahmaIU-W{Z%i0gz(=qbp!q%e<}m;5r}U;+w1psjv?B$TcUsaT zn-uYCW+VSj=k3dLlP4j2by}M1c#JaRtAgj#8vsY+Av>lKj*SD%XlthJn6(1M_;KVFg+WFPF!%=qb$WV8}(L8F_# zEZWF}n;ljDkKDye8@a@^X|JZht2NZSZS}VycDu$xvM(R9wd_dqs&;Jm)-Dp34}`|n z6!YMw9@9isMQ1@^2Hl@sgm;(LE-A%Y1EE_+hy(?(*x2_#DdkD&7zwgk(`%s>fY~)f zs7&11egL(1a5i^CK!)GXd6wLIj`$8ShzW!3@2Rhc12Hy3xo+L2UwOcaw(B35y=JU~ zog;db8!pN&ICFCZ^!_Pzq24s!9y!YvQ__)}+qjo4rHSX^NZ30&(Jcn4K zAwSTY1vIVKTe9)K4Ra~M`+VP7sDeyz@X zZD8v^-`}Tns_E8w#S*CkD|g+@ruKru)YNv+DRh~uBsBvL*fw8O*^ynEgn@d)+Zn!u6H@qC2nK*PgBpQUD_)K;i$tO&JZotLMJ@NNd$k-QU~68z}sr63yg6Qo$%{S zpP3zk47Yaa@xKt9$Iq52%OP?4khDKH+}%H2j}jVhxZUfH&ZDY;Kci_Z`jMX44@2#k z+ifWw`p-8VROh@zzR%S~IDz2k9*qV{h4Rb3L1i(=0>&J$?x%1T-mn%hJofu6DydcA zP5M^Ehf{5jG({5jIcC=bjRmQi3K&1>C_bUh=yA8RPN~WlCV4_^?`Lc! zFubOg|GIZNsw3ptt$UyoJ6B{u+coNZ*qK?)8c-0K)xtUg+@6c1bIfgrSZ&Canz-yp zp`8jnIW~r#t-sAI@4of%A;tJ5PTmFzyB?ER)~RL?-JI|2ecjK6Hj$rq4R==_Ydc8PFl+Oa>0T#$YOMBFRaLF2WCngtcfOaXm-HVAQ7}_)OJ(D4Qz^DnZ&R?S z=nrN`doWs+3?0bx?B9|IbpLHA=vfMaX+p}KtX;qXi$Gsf<$i~AR;-0h>8_C`IA(UA zf1Mon9bKuj?)UH7I)WGUR-BASIqWG1g@>4K%>s#9z6XhtdKoOOSigTYo8B|;jRh#C z?mz_KC`4`qVsrY;(F&O7^H~ZtACM88G;?sfyGC6}(>U_Xuc=BfA517Yk&04}41&Apb?eh$q4rpfje1{L9@LjulK8@1gI&|vlxV0Kwq>O@+989=7! z+Gv2N)N#Y{8FT^$V38Obs(j(7Y(vHgVdh&Pl`Tz>i)CX+10gld1j3>%2Fzd^8Y8nz zQ!6?lJcbdU8klnIspr>}UUG&lhD|4SLN9oMGCBTuJRVD3E0{>p26u_4wFlJt%(m^s zWLoAcY|EuT3I-k7PzD{=+K3zl0v8x5p*W`jn&J$t*A}8g(Zq5KIabH(8$rZN5goIb zWOE+Pm^xnl^&|tHviJ*7NI$6+zCg27>+$z$9s9vC9Et74m*XfBQTz{0{LNz2(1$WW z5Z}xIx*;YfNXflSM$v>_4NmfDfC{>HFQ8vqrO&j#;Ef=1YhD+pIE#fRQ$dJ_m8T8k z(m~A%N1h2)8Zq%z*Q%Gz-G1gf52347?*z(E;@sD@tDY+Y`jrfBo!Ozkk98LYACf2( z1fODrrf-7xOw1SC)tOMGI(rZQvEyXGLDZtd@|D%a7h}!9g-QQ$xDoIWoZ~&x8*B~1 zBv(xkkPXM?g0(chiqu#vfAVvzK&bXBR#<_f-E4<`Y$aKO+9O$pIZtNmQl0B|&ME8b zuV&rZ7uFHOnO$^G^Lwq>=|E;ciigdv1CA*SZ ze+IP1;^WfGKnAt`*aHL8N=ycjwV0r}*dR7xLp>x#5uK*6Bl+FZ33YpL7V-Fxnj2<@ z(5m9`97Tj9BVjOpg-JLHHh8l{&NSu>6LYrQ3cm-(iM{A1amEV&`Eiq%qW3>OjPo;rPJAS$$v;_GE~sw+p>;y+V68!h>pr7od=D>zmU zSs0?-C3EGx=rzn#zP;%NJQ^Lrsv1>5{LTn9D|M09#W#T4UJE=8CX8bp$B`YDg0BHIVnA?#$Dgn=PS+ZKw7<0qxsXHcsh5IG96EcNht>Z z0fI@J`N2sy@^>JwIRp*b&s88L>a7n^e*s~;7apQEEvxF(1S6;&5SnI?|4l^q#m?wO z7tqiqxQ{M(ESBN)kjW_Ty6vM|5voqW;YU@{InPyJT|eyq@QN}3jg_97>V_=V?uuG! zaKAtys_W`Hm^u7a?txaP7JZdTjtkRf_>@i_T6D2XL00bpNBS2sOq^f@~5cQg`r9 zvAdEV?!VsWgjw9Io|HYL47wluu>hvfj@X7Ge9swP;KY|=-PocOwkL$(01juCy)yho~U_(Y-Tky=$STtuXV(+-~YM}Esc zhWq3d;U+dUSev?W#9#G&3&kTa-cCaQlXYTGc!V(GzwA(iuTrXVL*v>#1 zn5ysh*`vwH0`#>GpVqWpQVM-ut9EVPQ{O6vg?{ukpjZ#)V;6E+?N5xVp^9&3r(J|m zuABCXCY6qtM7v%;g=)Tp-1~oRf&2r9-xC&+j2aV{k?|O!wkV`GS!&_2dvR`9rY`MV zVhyos>jhQUOyzinD`~D%#Fu*t@rlEl8aj}QDJBg$Su2qi!$hwdN(3{Kx`)k67u@5` zd0eb5z^$|Ip8XjvAd9%8aLrWv-Z^)_zO{Y7(+}#^NxQCle(=98{cDd^QR#UeGq}fn-%baqg zT)Lp5C_;c-#nCYBFGr4|X_e@AUAI6X@I%9Dj*;|k??CqES4V_ZnBE$Zyrdh0U>S8^ zFp~UlyusFHyl(X@Gzs(d=!i4{g|>?Dc&)7d&fr%STWFQbC3D23Z=@HviJSe%8d?ce{`xVCbJJe+g3kQ7 z|APVpN!(gH@>fi6TDBl}W-&7aDf9#&5>1`;t=Idn_o(3NDnEZhR%uKyD`^4Jw$vEx1 z;o#2EuC>l%8su$`bhcgh@bk!3*pek~Me4`o_2sl8l1D>_SX>AQ!c^?j%=mqr0TH?* zA$bs6%97p4xIBn4x@Cu)AvzVXkjD<~^ZG+YEObV{D3j$uqQ%)kqnV?hfqK zo!{V#+_nBc0D(Y$zlHVEz}bZETrj*^rAl>d`PT2mzAe`r5XC!n-LOPXz(;zUQT3A+S?dF8(h z%2V53kDp^q+5>OutJNd_Hb%#F)YnurT3wcBGLjdr>cmZ=;jL<5fpzf?qk+?lxyyti z$ofxui&Q->U5$Y~BN-oY-5O52FUlQrHAbJRw1H3+Q^ObI_0F2yU;-GO#cY3eR3ngk zRU?oGS0gA|XqLzx9879f9ID}!mU~>?LxaUt(ZTC!_nG-H6?c>>kb9LXkb9LXko~0! zwEG?MtrhVat#m24Aj{N1SPg$J1qkrr+_N9Rv!kX$2FENft9xr09D3b_GSCH`-i!1c z2sYzy_yWJVh1{psLeKaIF86<{;mh3Ry7{NL%&kj2D+YP?MBM}VX~k&gvgv+hRZ8bO zEFu%;o@G@|b@g8Obt7blaKA12Sf z=d`F$C8;bvTok-Q63aqW992pb9~Q-V`EI{%w##|Fn$8$w<=dva+DvCumy4Z)Tx_O) zFxr{{FJEoeU-n%yB?0h$zHHig11pHcxIEi@UbgPd%Nl0QubS;QZv3WhmmcL0`|fu7 z>BF1JKR-;qP6%*|3(|8(5YbgJUr)|I;bH;r-V_+IN*6bF<{D;7ge8ODtK$9Sbb<#G zi-HhT2|-hlg+zi>PGo_^bVdlU`))aZzv_S|!OP#Kf~m6px?e7qyRL3Q$QhHed=KxX zc`IZIZ11{ewQ5?!{eg0EF(Vp@N;x9mt-5C0*4^?KC-d!o>wf$TP;a|tx!SjvPBV+f z>*ck1^-H~4`SG#woU8S-7Gz=x?MEe#!)$c-J1osuBi7Xc|f7$GswHy9ee_4XU%|Mhl#txh9q6u@CjeBv@+?aiA9C*F#96ikv zdgpfLXa9y25p7*z)0 zbMuhyp~B-^2Mok`LJanV6F#7}%V=C%7fL4W+lAAgS0t#r-E>a7qOA894!Cc3U_)yM zJ!>vt(B3YCrGAs{%?jLo=T==U8^7%ur)W7K|I71#9-&HY@HEsjRr)ELBgZ#~mnO`pvbk-*W!t7hHjsfi5Tu3ClR_0^j;Vi#Ft)an zjBK>JHw>Cc;Nze(UH3bG28p~qu&iqlED@=yfp0A{qDds#v2Piy-lfKf=JpU$l_cWv zGvIyQy#95$4n+Ytl;0^fvD;xGFzl zk$12zx5P{*+3A;A3ZS1S6UYSD#a)Op{%&a3t6-a8hVIAv>v~mNqx)k2`kHfp-5KgA zREGz(p->cQqD^go__ctt@1(G`-^7-O0_sBpcKIASEr4_Gr2k`|zS1u5jI`~)N2zYm+%S(eP9z zJ5(~Ri-37C;TqyN*O>HBz{8>PlT`7lhq{x6@$a5M1O*lh!UzoHRw*zt6)9MrBNtYS z#U!jXL$ltm3VKe*VJfV;Dkc}n4s$4@?0nA6U+|J+eL|KXijh>O0hH)9fIxJL1uF!i zl*1-*5Q|WM$$HfWz)-aTYE^-e=3FIE$WurPih0D}Lk5}+z=381F!B@$M6M$v0g`Aq zfB;v(5J2I12p`dSbQe>{f-GR=@&V5BJHr*&5d%vAo~oz2rbjZ1SRNXx{!HqR4GRoW zQ9-@r!vc{=Q3!iJESNJTH9iBoC@MIq5+J7u6LDRC1i-!$RUu03qAfG$6@MGP=}v# zBF~Y34-ZMy8$f_7VhHQ}^AJ9w?gPE1egh@CGKVcpALKT!i*@)U@Fe!>JxMVWqKcWM z1PNOVWg1_8lAmKM(4S&~55@GN*}4W-JOf;8rVN+cb+fY7*BCqDnN(*(TF$k5zqd-5 zMJ+_PZ^Mtic5pFu7K3WAXJu1dadu({m4YCDf0MwsmwBWAanu+79IRYv7*bsb^HiD| zr{b_F3d~0IP?OOJMwG#EHUc>|M=GXZwKDm^kY>#JLl5PU6)TA=i?D|>uvZLL z5NUuuwItj?0xuCXPuPw?gAd$^Qf;z*T&>M%Q*o7$=s|%OTN4Cm5gc+0WG`HIiz!>YAGfyvf`O+5Zm$wxWxZN8PPac# zsVXO7FV%0ML_G39w?;pIAiyUgtS zM~rdaTtropQ8k;E+?e_OvAr3~{|nzRV-n60Y}oL=7wLh}l%_(nqnEk9Gi5L-+sVdv z^_@pI%rimqnzt_>DHMCWP)wk3uX0D@`pH5aGcjzuKmQ+T=FaUNX&N&qs&%&UKU57B zI%~dyw>Ycm-0F%cpc$`-*%>JEu7=EgxK>r(Kn&%p;}?^w>orpJzyTXSdA0LGHr z3X}m^Hn%)~0-z`pP={$| z&b0w(x+`!L;5wNoI7p+a1bKvb1`MhI3UpQpEHD#MhlWk0-}ieWpMAe4%5u=}IfRF$ z4?f+QLy!COd(L*=U_dx*E};cf%!0_Y)a(t@PYQD~g(iJ|=h-bW-ve9+_G`tO1>p{C zw=Yj!S00$Ah~S=Sf>nBd--0Wsap{n46BFOMJ0^cY_fvZP)GXV^Un-^NQ*%=Q=hN|^ zC8RGtABWIIjJ3HL8^18#jmF7vZ|?8PM(((HTJRiRRjKT?un*$yOiJ9DH2yw28HMM* zs}T&&T9y5-#=_0vP%6{MgcDk^ZHf!?CCwP2gD-3no1_rw;B3o(O#f7bMniYCx!kmF zZ^1Nwo-&e_r}xsy3P9nEg!x?`1_hzQhe4yCKncRkA=0t?z0GC<*ibIZRU=uhx;M+c z&KJU9mM=bK_qRUyiey+$o{yNEhJ3diHPo9t6PU*Wh8G>ADPSGdp^=&Bci}rXSAmJ^-*`GR*t`oULWJER)nldeJ62w zgo%z&S3&c`53U4~rV)1dxfS)FTfKskW_MK^uezDN+HbpM`1mSq=8@xOUe2$$F>v*m z@9jq2ikh!C{Czj2$j9O9ZsWg6@DZ3|Dy(mD$sr|}cAH%g!lZlu%-If8hrIt6Y|;DG zmk|;S6BjZ!ATS_rVrmLJJPI#NWo~D5Xdp8%Gm{YlDVKfc3k-kS5_QMV#7l~Js1l&k z?5Zx(#HA5UQ$hj~UymEN;vrbD^Sv`3ojZf@2ng3?l9BP1mf*Ov(n7Wd?YKn?iPPLA z2C@nqD;ZzVAE}Cu3ezepmSLLs&%m z(5$LmtW5IIRcwEJdlvOH-&MzvH+}ccmf4hCX5^WOK#L$g=>!+4gQ6yjB|;f$Q$Vg< z3U5Pa9Xc&XtHOH=b220NEwKS1xHCq6jchD8!o|pjTQ(9R;GQ#uw9NNiK&^sDUqcdQ zEuHmw+2&o}4w$F;zu{`+nA-o){&^RfaHnKsl#<6?-9ICB&1yJ^Z=)kongbSSt3xOg z1`l6U66@o*?;wA$e*obgdmNXk=nFg#I5Y|`Ol59obZ8(mG&C`n(N7C0e_LB`9JdvI z-(SJUz6&cgWr4XfK*bj$#yf&>0SS zczAg3n{N-Gnx@?M!}Rn97epp3J4Mr9KIVpP^@yc=bsS0Ne|GM=HRq$A#)$}Y|V z#&QO=q*bv2{Xvyj@B|HQe>gFr5!jQJF`7LE4WCrN9AgR=Nk$p#ID{UXK$a|o;4tLC zOJ)PS<^oPrR#sa!3K|JKV|{B32xc(L4TWsUJ(mb*1omK7(0&#`%SNu1vBN}G!GX;M zOkoLIJQm~vR*u>!@2o|`qY=Z5M7=i}JrRw-=}GyZ*#j*GAqdLc zWdxp&;5iylj>0o$CBq>QERan!kO*`!iw477-Jmzf>ISlw)eS`BJsXK;0S>wCScn{{ z80b@!M}k&_9?@_Ve~p*Xux2j3v7TM=q3`6U^Hu4L96Ux9ud09naEIf zE+NjiRxUCG`=tX!A5{s|i>Co=?%!j_ItHxoX~K?T542dCe@F~8V%kuI-5M*>fTtM; zBb>c>F`Iv*P6JF)t2b)?&wu?}`8-geS^L3(k?W6FS7)=AFZbgX!A&s^9#%dH7f6p3jirEJKMB`m?9HYTu9|ctB+e+`SYFnYmz4Gmb>dwpRT$eR~>_Zm%nzN}whR&d_-f{2m* z`X%8dv=;*xvvETK3l+D1$;#O^9<1M)^+@2V>xEz;2pSuDuu_V+z0sFK+KeG$*t&TL zY5x7~^5SH%Qm2s2H?P(F?c%4E+Q|Ct&o>K-?89OPe^Fkq7T2pgIHpXW&EG8UmLG2~ z7IzX&rR(pD_m}5iEq_v{?0_>42z+n_GvsoH)y{800*>4$yt=+#g5s$Jd$M$IWf`B% zPd>g|$@||fum3Zff3>`QzqpkZ^x6Ec^Y7+gpBi}~PZ!t>ylFtBw+`mR*b;|`_~{ZX zF9GS5f9Ur_&A(l~T`E}A7dP1A;L?|rNoQx#O!uJ?ZZQKxdx~i=(BA{d)!0KCvYALY z+B{_Ek0T@O4vE3hz&(qZhU}9cnDdSzmoy+sA>D~wC!iwe55dGqf-tTOC7MZO9XK%0 zaaua z^I&8*Wi}p6Z$nX$@{m}}!8Y;qMGwh^vrR;hfG~gc;)Rf(zq(jmF0bb&^MAbgj(=bL zxLV!Z{b@dbzr45`?k+BGejb*$ANV?#xB2bjhXrHsl@!jRc$<5W}^Ht5PBkzF$PTuNLxoCqh_384@bjyyf4jTE4sNi$k$)a;mh*Hs8{s}sQt!hJT155$ zZmR~kzc3M*K{Vzv4Vifx*7H0bd8~>(Tvv}h?{Hz>yY4uX8XRbCO8fHfI5TfU!DC&w z;7@u{xso9kBAcok5e;ZwRYPP~JOPR@Fe2#)Im?>1QBB1=Eu%l^~(vI$Pie>XW) zz&r@22)@K$vX0Nkhlk^5m{7^klk%;^#_?(>ZofG0KEAtKNQE+lPsz!rif$!Mk8VBg zgGI!Ma0_o1R+RlTT*#EA>J;2q;;=6e_NY$7bPX&BXQ&v{L}W1GU73a)3+vT1O>8mX zxDy@_#rhN#24~$QRA|sVB#AW(f5t#+@qx`HH!y4#Hy|iJPd*smiyXdLIT-ZExuMSh zhXVWI^VcIoK8xRbAwO1%j}Q60RQ>#JOL*ryHGqt950^*3k!?LzmsaoUGCx(9>9f>j z`4ze>lS|#bxHb*^UFHGYb*YPjH09&SEmQ@mO{Oss5V}i9zsFV5!87H=f4DXdlU-nY zw3Y8%3q|{@u7#q__pRLe&(X^5^m~&r?q?UV)coed4}ZQmH-i>J7w3x2moH_sq6p5- z?T2^jbi>m8o5lYwFBWgU{pyTsoT3aE_}eOBj(&&@T9n=3hCh!wGaQB~mBA{H6TbZJ zH?$Li$`+z(IK}v(p!jgEe|1;l&cz{%BcdOb&KkY8vkqhf7Kg)!aa=@T!>M#+)CE7- z);`Yc6jwXdBSOI@&g>Mr(?3#0CtNXX?_#Dy^MuRXqhdf52LEUE5hM-9#e& zoh{(lW7>Q6jsg*k9=k#p5nq*u5Wq!tq*&L;g<_G-)OLeW#4B`+#^kW8o3q&|s_X%$ zty8%F0M9>N_w(KI2?n!zvQdjLDGv9CQ9s?Nb7$1~xs2M4+P|Yw!zyt~M&{y26k^@- zlAs2&_vKeS92PKbfA(W(OkQUFI5IZkWISs;dDNLxkiTOyyx;T`@1dy*jkSzf?V%YF z_^Hqzf4}7)rHl%Y)^8+B>4BeQ!RIra!xBm+sqH%a6xe8Xur5}${r{=+KP>r~q@0}u zE>!#31g5xb7|RPSJBxkS+Mzg_V$M+#BeO{kfuYQJW;GIMf4R@(gVC=(Y96StkC;z^ zJ;aGOHFF^sUNw_nX z2PhR>k>Z)*f2jQmEo(82JHnhfFHko=v-UvF$o#-mN*^l)OsO@c)Q~aq<3dZK{Or@R zXyRo=!2)sM1u-jy6nI}3SOq+A*H4K0mM7b*&5&Xg!m#jnd#mi-1V2O}pbvX0zuA@UCLX*1ndU`dR! z6*^04*E21T<^CY7>jW)l$=b77slJPoiVV35`x|wE!DR^}xm^IP+gm*E;|8`BwluOA ze-m^^IGhf9zABVmNKma%a64n7ig1%9xb)ot}3kyR#<6OXzNCF&A)o*kMzB4DCqG@d@t?T zB(77tZ3mGG+cHG%w_rQ@-Irn;>)6}J*r7kW!$n&2vbj-i;-Tnj?5o?7%-l|hf5C39 zONrO2#BQJbEu)x?3TmIsZPcY4t^#lLLltN9sr73$j;+A9Tkba@+Y@3<8(q88p7f4% zYPU3+D#94MVmL`YPAsb_q#JFP)K16!p}>m>8tg>e!)Af?!lmnXJwJ7q6?SEMe;BE} zG}zJX;aaL&VS6ueOdd7GR@l#qe^M6g!g{f~3r!Vhdt}jIgYD9(g^Z&xi=3yxhTmv! z){qq|th&X?M^1ui8)I6R3H5R8P0NHDzAA}6QtU$G+htkR+Gx2WkFsYL!=C9ayYCs< zQf~tt?B!bL-Up3r|LCK3g`VMV`?vmSU=&HVk!stT0)>xFT%9~^0@0c^fA;pS*SjZ< z`)Iu>?M1b`NEOTj1}s11c1fmUgnQ|%XR>9*BDp%q?;BQXVmbG;z+av zI{g2)%p;nyNZUN}^Nf}XqeU#@uM(NETqMLA5j_uv2;ag2!+gngDc4SNPR^zed2cT= zFVSTeuBG26x^YUY^S9An2|Vj;_6rZ@V@j715)2apHa556@e4yB0ya38;qeO;5;Zn9 z3NK7$ZfA68G9WQCH!?PtakLH<1T``;G?&p>3@CrMWmKHawlx|&xVxlrcXxMpcN(`q zV61P!jiEsz9<;2zvv5*%*l-DmIQ?D3tScl2nPOXpg(s_JP?|vg%6;hsAvkZmIayG+nBSmFscEq-0V$V0IW=GEG!6=l;SQxQ;?05ql764$OmBM z0$G0p)Pc?*po1CE1pqeTMW6&o108`bV7&#v%nP6h1et1hIRjY%G^YOm6(?5^qnW8I zSPgWvvT+2`f?dR&oV{FZtgJ!5W3V$a{*Lt9TZ{=HXKHTe80LU>ZG69sF zJitO50F9F)zzk?@YHtZ}vIJ-VbpV>`l4^hI0BJR4O%-)oCU9VNH)m%jm;d1+uCAde z%>a-PRnm|I0JRtZ(wgcTzdtpAj$r;)3;-n!u>N-*u;FiaMM(`&4P6yUR_5O|09XO; zKo?h=-)aAg8x@!t;14yhtEG#R!#@cCG}a)HGaoavhldA~m76Pw$;riv$=UuNej0z) zHm(2r++COz^w#3f#sn8 z5Cb;?^gE{gzsv!yK;ZvMV{PjCkFSD?iUPpF)W#76bToA|2OEM+L2j-9lYeC3H_(Fm zUj%^waW@y2-#HZjt#bKKntxLla{_-?W?=8*XX^3aD`x8G=IZ@dZ~k}L=1z{THm)Go ze?Kcp+;MsFzRCEG&$B_x-3HrzScRW!E1wH^5 zF9(1X{Qf7;rmBCl5!T|4VCW<7j_j`Fj;C z+?<&;9c|vb0c9or#|JDz_#?9df&eT4;Clej)7+Z*cj|v8=eL;kw;0?KKObi&XMm-t zy(`eq#u5nrLhx}lbq4}KE^a_SpT8CV8zHcA11xOJLExbWZybbwqRTp3Isth9B?dG3 zx9We!frgCno7Td~(cXUxU;(s5U{-Phfro?U|DQegU%8~*?Cq6I9e_0d@5cVO zwW))Rz1RQ4{=e+BfxmgvC^@+}nA-oB&c;>B#uI3vVgoX_{#TR#CI43_QAaC#Ab^pT zgNcQmi|t<;&ELDt9z53Iqsiv?;r3h4^olrVFeGq1<>=K5dttX zIXZ#BE&yjYkRQO($pzu}GIMbPm_>h!{)M;z%wm5KH-K6E58?qZOZ-8+0A|VmAZ``_ zv(z8N4q%r3gTOHr{vdyFOvOJ498>8(hzA@+*Fl+ol z;EFW=AaHiAKM0&p=Rb%S%*FISh>ZoTG_`lO{v+ZAOU(W<0M~2=zIp!W!2X}5KPtkuO5PldH;Kk{`b~b`F%6~bI`N=ISc;hk>MY#4svm_18Un?fFGFtG6A0t zE;gR}EZ|d`6)Xq8{{74FeBGp*24H_=<7D|gE<6BkP8PraUfD-pQOl)Hb6fyux3y_3ya*pYoj-(C}fad6tIB!?)eH`1wEBaMBnL%a8>IWE)(plD4 zEEjtW&qXwXZoFVDbGLRy@(t39`H8W8^w66z3AwN5j~ggEnp}Hb-uqmzURwEw&X-w zh)sVOmMjyDg&TS`wA@@+GH=xiphj(TpME8AzkDKCgp}IBoZ&9Vvnkj=c?&J`G%l~V zD9IMFXg5gxS){D-^DhcsUfa{5j5(=qcNFMk!S5npaz1d-L(3f&3+$v<%`M#85p~V5 z7REZva+k+rOY&_uR9RX~b|<%IGTEc*)lh$VLW}90sPW;+WbrXV>h38gDRK%;(Hv=m zj+`QXJWq8M>xl}LE*Obzf3j510b$j_UkMP`J}0qLw~U_o7@O%#w#U#!(*f{jBo5h) zOQ#|O5QOY!St^0sr8&G#PzL^?5ypB(+%j%2#`LmU-j1j-}FjLVSEwsyNr${s9h{+#l?D3 z*V=JOm-_K;oQ*=8-r66+>z&9P0XctS0mk{FZ9rmSM(h>ffmN=VHRHw6SDEZfuY%%j z_2Bvbw+6LL`Hj~#T&$}0i4b|+Hr=~qR!9<#t)5?laatK$2A>uf>5KzYup{wKOvnXy zQpw_{1c$0D!%Er7MY|xY02Y;R9=GhCsi_2@r7)=5P|Nt22G1G$wMTFK8utgOzoyojD7KM>I8{Q-A$8_t4CHLEAS=zJ zQG`VNXnLqg7l=XuNaiG&U`&kk%EB|vr!*2aDO;LJ)KoL$!_`-OL@%434=0zFsYx1D zeYMz}QsAR8G#>4QUhw;pW)y#llaT%Gh>3FOtH;LCkxmE+^jXow}Fv>J2JKUH)eGADmLAGW>q$@zRS z;htNqefKC@t|?{S2Nj3rADd0c2C-bE54vp0(%kfo_zTB;b-xe`Oii#MV`AkyK~~48fdv56$?bP_hD@Bk8i}>_CBk7O-V;a zYX~G@=gvW2$0$>GaHPki#S}ZY$%xWeQ#i=!`SL5=#1nra^RIwtW)vB+t&OXkY07%y z5Bp;H^O~-lN+uNk%yBt7Dp?E5_FWcC>qgG`0SoJdnAS`9FQ9)mPtzq{MSE?+h1}P` z+iuTSy(3bX$VO_uq>0*9rj7U9k&lpskj&~7PW?zN3^1+Mw?3jPV~0Bl@D*&n{6y)Y zi(z_>y(@y)8PxG)0z6(0i0s4js+OJ#NG9FCzVH;UG*1jS$=LenBBwm-5%Jd)6|(PQ zmt}Xtpjo6!u-rmjZXfDgmYX_?<8(9%zbFgG13%bD55>|l%pp^~wsC?Wi_Hf-eMWB~*X$JO0U^_Gd9QTlOw`CS+!45wj23{v!6$M6lE zExoZZ&y^o@-x=_^n#mE|HA$%%lFpC816^gik_vR<&vJkI_1@|IPoI+ zb!-{kr;L9>)8t5bM@fh%^(bQ z@PI%V(7I^*$akO|KXy{xapv*`!#ZT%pws91E|8Z(2h&)wxeab1?k6vqUu zyE{@%oO6_r%iH{jP`Hr)U6DJDL$qVBUhL);hbtr;hEQfwO{&`$FrJFBQV;2`4YAk0?QdmUS)60a)pLl74 zj;53`-dcLhM9>bN-Gt9a*p(&yGID>#wxXsvsy}xj>r1lIYtkOIRA+~<%yYkULd8h_ za>{TNvf%%5lK8oEq2Jy5QgneP@V#TQA&IXK$iEXiodBYk;aTx>kO%2Y?&nC-r=aWj zuVk>2msuMh;b@oLQ+fr_`d7VOguNLGJ+~Q%VaA!@<_k_Wb!x+q2ZT2J7odORIUn9P zr_toVX~{guV9Zyv&2q?Xu_mFa5TrG!q>v?J9F$K8a`v;#bsOr81=i zy`APkzZLlWLE4lm?Yyo_O!=#Gy;%=RPwrrBx8KAgOZ@4ilWVGPm$!ca`Z5Eqn#wJI z_dR6Al-;`P-6|CeHFt@NfaDC?ppqFi^#H(R5D*%XKDE-PSgbX$ z@AK=h2s+5+z`MrT%gsDj!@?QK%V(yN<2zMG5dVjl8JHog3b>tG%5R-dbOAo7lv`=z z;ju#AEaqI+->AnVKEHpR2wo=5C!^cEieIQNC&5ljD_s>BOL{wkV2HS~cr% zizyVl0t@(tBZW1a*21D1Hb6(K&X*t}SzzlBUzfS$7iBW8V+NnoB2UbrIi?Xj{BHP8 z^Or}=50JyTgS*I$xFwYgb-vRb;=3{aLfMKki&xDD7>llQxjKKB2vA!voCF6?1T2Fd zu4QjBPxW;rL#yqIi6j_I!jlt_Jb2{B!os zBWINmDOD|taCro@ujyTD>CfH$SzZ-TyI+?_?B1NU-$?oW3U%G(sv77!+0es74G|pP zZ!7!s85Y#9lQw^;YM|S;1>ppB6cL3GZREIph}Zn3;)p}Z6v`>alvrvrP4)x! zsmi-Sr&F3M>AKiZ3Ho2X)hg*5tun9K|AKprTBCU5 z^*W;jZ%>y(JL=cIBR6A1O+W6(62b{(K0irxSBGWww!eRW>2K$X__~<U>+*>pgDlGlC)Jza^!H*4H|Ep6UQ6S>Mrh}BYX zHyI%Ys@;0~0_**dpA26!v`80**w$l8jm6cr?I3@i)zD{u_=om=0cX@z)!% zzmxh7ELAr6I3c8xq7e(yS0(45+j2dn0lIF(VP?Zxh_W{@y)6xDs&LmE&V`OoWf{mTP|ZG*pJ5_YPh~uT6iMXrNX6+KPPRkv-b(CBf8I=%|Z2GspbkzcgRn%{(2LnbiAs9+bH zb`nm%gL-epyvBGu>@poN>C?7rO{G)q6#P->)^kI~_qoCFD^0U70f3~8e%ObY{Vn|{ zi6?W;xO`hhe{=EJI%y;P+il+{;!`1VHuHZ1>u6qKf0c$O!x>x{3gSKjePn0Fb^c!9 zoHQd7CBL>6(=NvJg=(pG8$Z3u+fawPow@-ON_oN6?~g|+aQiTy#>H-Zs~Z|svYW$LcfB51aSOQnB< zsPWBpiwnwR%V({x_a#nJ4Mh&rhOQAt)T7NFoo^S(AC5E_(ys3AB^c|NblR;GOoUeN z&y-svuf&IOHEnBrqCy?h!?u|&Q>oRmJ6elHaiyTVKKP|J7%}?tk0;B9d@a684hXx6 z%tVOEc%qE(ad)KKWonI`M6zBOQAdBCq*A*g&fK$v6p{aV8MTW7`MR^mrV=ko;$BM) zYT|_Wbo0=BsvGT#t(MwQB)BGz1>OAlCvo@m7~^L#d_Bd*F;FFakeO>jOw>2;IB{W3 zQ5?1!=(4&Ahn)|NZj80swtZ7eS=VF$f}yGU?glyL)apJqf|tpC@$!h}F|2=fu>ss1 zred@~DO8vuXKA}u#hts*9BZ<2WYo~^kHR?|CNlnB9EhY<6Ur)U5J_=t9|rNC;L3b} zSAFgQ$EsBFUW>T6Kpl5@wv~xGlP6A_2a1)}mNxR79rgJ&-O!%AxpkeM{XH!3UqVkG zT;^mXXKB8)0v~xt>b7rMWm$hxu@54F9mceofm~@^Z-?(gfE%=2Pbg13>bzNmp0vq8ihypMhJYJ+yAdDP(D2;!b^>B4^@EE|R zaf(ii{{kHw6;Y7PZ0u9MCtX`CCC$4{T`1B`L=v1Q?=g4a$D0F$M>TL|&c~1NX#S)% zGG^JnCt*W@z7@@gyHaF_kB;zWxGGPCr^P9e)9ZkcX@oG+>x(|ECHFk%9!VoYeZx0* z4t)zmYLh3#I&nP>!U}%_JK789uAt!hb>d(9)-SA~&RxRh$U_;g8oDcMiIV%d}JWNUFz7V)85 zu??!V<^xfLwlm2LU4Ozr_x`BArlpIXdJE@_Ch*f+h*CC{KG}a)n%oidVxt?MhI$ZL z!V|^Z(s{+($gHlWuL4s-Qu6H=ZBZTJ;xJPUoe$~?bEStzlFes$Us&%vIGXaTs>F7C z(1cTs<{mHn4I^;hV^d`n%^{q=ViiA)WG~t<-8Hpb6g};h3*}1hMx&@;9h!gBAX;oy zkO{?+suo%)I0}EXlH12hv7%TOAW7uBmC>}nKl$iPwZ)@sVS?WCv$HhSuZ3e7tzo4b zk_@!PpU{?8LcHKAZz2_=a*BL=#5(Dl6!RXADq$6&ybL-=uk+OmB}=ng!zijX%%4af zk%gMmItqSJnQ-<6A+Zoca@&Kw{^8N?DV!_O=s1y}WBY%Sv`}N6SUiZxTYYCEUx&ef za7+We;^sP7!HM(B^b&Db;OO%=2*t8c4nO(5FM5{=XD&%O>jUcj*w4P`$r*Oi8C7W- z0LZ%COez55MrPj--m@%Lf5MoVS#e=kH3;}bilo7U@_=5%)&qdUxnUW39O%WX+ZpwU z<2D(;)%Jh7^|0?`qTroV==HKJcte_va4r<*G#XqJ5=J6xCpJ4UoK?~od~9We5ACdP z;Hevh{#pRR`fG_Zl;9z%ctS_TP4GQ1ca*GtjD}p8x;2t?=)HQ<2#Plh+$-I+;ZQz_ zupsc8={>9oY4EGVVfdYmz?=TS3J;8vh{MmWTnT@%nc-LqK$}ad5SxQmapvuSloZI) zK=^O6wUTM2i*R3w1cKo6$^=;$x|mv~6A86e=$kSS0&$Vp5e)Nuam?Sdn}jE3-I8IW zHcE{amPm)`@Khf-_pXk6SwVOrP9}GF8#@Fnn_ilM<|C{>;q_L0Pw?w$B>7dDAFxhf zN;`jBx3RvZLH;NOANd5Zn(R(@zh#aLT2!?WU0TE}S$Ss58CFu_?{|bm;jQH`BeZAh z@&}YPY1Di_xi=`9+`)5rz0VoGqS2~Fk-^Usqeg<#aji*aN3DF+o>r~gDs+AWEBvt{ z=WwIAQYboh{AUDytr!bolqbgLD0ygsjHZ8jiEL8N+P)%Ix_6QU%ja&Bp+w~LB1A2R zB4o69593BJlGstlkSxsnST`iNr+@|*U7sJA18r@5q=qkKri1!ibXEyL-DvhgM3>$E zeYhe+0AC-;W3rRompX@hAuQ%wxHn#`ji{E*PHb}8q6M`q&{+=}QX{ni5Kf7O1(JX7 zn3;WwLlhThL z-j|f%QyF<Ls+#VflY;VGf{X9r>Y0k^^jVrQ@PCn_^U81DrDldrQa@ zkdW~qZnoL&$|x|)X6UvP)Lalovl?ZPpQxv5*{q3d1*eCWZ8IF7V&9^xDs{gNXKVgN zwglIVcd9p_ZT2qgC+6s{0&el}EQOl7Z_%lcCr8{Px5=XA=A$1ArV|45arA$lik@s) z*W=pXC08b2*E)-d?9?Oo?I9@!(;5faAz^(P2^5KXGXnLn8--R3$3eA^D;eM#@R?-g z81>sGpSPAVsNa6g#6P426a#qbb zRQ9AQq0c1h$|BC{m1}y8Y2brsWcL|SJZIGEb3CynlA}O?1pRlLy%m*P zY@TK#clVPiKFi{sd6?!=#pJ-!@KxJo|6NBMFROLyfgb>1xl0M*@%evvM6<1jt(tZ% z;)54F1AW6f+j}FUufb)#(0FJR=&qxZgSt(=2TCnj_e%p0RDK!t*1eFM;pg^s?S$LV zpJ6T#paG~!oWkLwQpjhlR9Rog@>IL|)tNuQ-~8f(CUl3b6ISF$^Ru`afp85r(2DSd zjcF#?%F(JLc5J@Qvon8g7{oUk&B-${HVh^J?9IJKeu9@Ozioga9>GN$<|{lmF{-YJ zD~T!Es9YL#eK>@hT|ss++?-ot`Z_Ww>Zs&`Qz(x4jI;YoMCcu@&fDw6J^td}_OpvM zqM1Ec7+v%*xLJ`^?36GTVMsU(Na{onGJaIrNvFy7^V{{=QfUlD1Uad7IZ(

*R`#seW%u#k@Y zGC~X0RJH9-4>o`8Ubi9&D7w&5ZQ%UR~5QY^UO}Z{L<*Nwm zTs%H@6Zc@Xv&Xgf;IfulajmHybj+S!*pOYM0eE-N8S2?0>XWnQS{d+a=!oC2iHW1M zNYh};*m5$YTm96TasQY?pPZxbCGHD{T}Suq13{}ZUPpgNgdSiVc&Q1k$cD2fH zP+tsHSWU1RD@w$p0ieiv8=C2qXCr zuTg4k5WKE`9$nhhoMG0S?Y~dbu$q(Oo5uLDSb{3x;IJ?DRu=lV8UyTVg_SNH+KE8|$m(zK9w z6_iMH0BE-@r40uKktKiZ)?;uGVS#V$XcZ#ub$8A|oZGB{x(q5)GHSWiDz}*tf6G@t zPa`*-W|3~#9RRnfxIJAQUH3*0r4h;`gAM8QJZ!u?P>SEKaqm4GQ6xhK+2| zeaC+*UlONoPfC-;i+``PZeo;U;*nPNoek!t7RYdJ*E6_+Z;92ig@jzey*rRsgF-?U zB{4jtXLf(0H0jrOFGvS(-tl*p(A*Df=5(-ovxHWV z5gB%OvND3Oh@~FVb@6|&h+lqYCz_^Q&D1e&hrajp9(2rM$@tkDNf#9|I{Ee$c<8>^OVU-0u0bD1HRooOR)3 z9%Rn#gNPD8x6>?gf$xuCb#%X#+b~f`3rs?_62sOPRg@*L&uoiW51?~myKhtK9)LR- z@h*+#-aFTXz|^SzdPG?bZR)>`EH{4-I?K!C)L12*PyNJ6NG%`m#D41S^Zcc7Ri6kR zLJ@*k7L(w3v)i0bVM~5kd1mF!43>0??P>Wd@$9Dw^cRJUH+{uny5Rw9L^S2MI>V9u zom-pnlU!QXxp`}Zn*x1y+sNVg{t+qT`9jeUCF_pJ4O|7Opcd4BJG&)nA)PJHpgLUpX{WFBU_(zg#ZXV1d*c%x4e7h= zdG@XqY}z>5sl2reNLABKBdW{B6_#?-{J1~;4CXV2YIGdWDbg;b?E*@$5}S#?tuO6< z*462Sr!Jv&sf>4CroAHbAR2u8KJhJvw8Y8H^$-E25ogA^Cto1ea$Z%@^Gz_YMIfT9!iwfeqt(017xVQM4RqNQeJE!7ggHsP0~gJ7rs_<*DS1ozz#r^x(|xpGFH981=B z?&Tj?(LT?At4Z$!%~`kC;*0Ur@VI{k`wYiO1f8Wk-NZ}h0$Pv#^#}l}3C(OwzF!Tt2dBKJ zp2_SPT9_oPzAL=<&ue-n2TKiq0op_xV-`kBZ2^AMne$)%In%TwazsJ z{1f}-8X?pT`!pruoqyj~V=U;jQOeXRGjqK!e&D}2X`^d;xORhM=;`^L*hZ9ZCs^4n zZAz{YA~B8>siOV#D@mA&QkC@jByoOQO?(^Lr>qg{VAVz7@JpXj`(I{m$EVv**SAwNf27dL;0mJ;XrY8vb8-CuSu;S+ z^6=uK3}LfO6U!%H=hwE?frm+Y*z=S|=QzV7Xl!+pv{_2`ci$86!5+J24mNB$6?qt) zN5r_v&X`F5{doKCVS69MNQ{vVnB^(Z&#yFhZ6GQk#H_OIRB_&Sc^Wmy#5P-;J|XR* zD-%77>_N-u{WcadRwU)RQtN)PN(pZiR%4#J9HlGEeZEl1lffLg_cW4_&E zA6~FM4*QtVx?TcfP$7dv+BI#&EJ^ofWfPu`3|GrP!wr*h|MA0^t!-;!zsz@4eViWc zeJ}cjg!x^IL-VhKZX)qt<3st+@)CYJ3O(ZsJ=1puZb{QL-ELzWwwg((?$sB1 z-MX=B0I&1<9fof;om68vl7Pk zCep=m)$4u7h5#EqI+XW4Inl~wXI3OenE8}D0vC$1wduk|24l!)V8B5Z1NmU7*-3EY zNAcFohfzK~K`9(q-SQx${Y%|g<@wr$DVNE+pu8v4O`lm*I&cyg! zSj8Dw3a!lTdFzh3K|N|*2h;Nz7W+Ho5dk$Kmsh0@oXogVe%)vFEI)ISICqYDf9*$V zt;Lpy9)cqE#?s(708$0X2sSUuD${~I90|uIJe0FLP*icP*w2zh2$di;kJrGDLv%8& zKE_Tf9{XI&g4m1Bf~-^0ddAP2ryhF>Le||m!%8nRq~ec}VZ}CeIh36CrQj5&vx&>W{)QfB zo^GTtOr*mD2NiC`X#6fjWMpZZiD^%Y0W&;;lo0_trFO1A+m^>M@P)2ih2};nM^aEX zuaEKBCRd5NO7S5~M2P_r(gow(bO%oC{uHIAYpMteIQQ0!CN|y64GnyspV!}rj{k^T zE31zMFa%bV!R!WzMq39{Z+s{CMJ zouM8A7!P+MCI(Zm2(}-1l1f)-biB^8YfHnv(F{P5QgD&{#CmKZ{7zS+QmK<@W07ks zf4<#~)XfLt9LBdw&KcX zf5-KBLunfWDUCfi@{lqfqFbtXIjF8q#V%(VC^f|&nx;SgyGkF7>=fHhbvZssMGD(7 zTwK`!$Vb*IfD}e*qH-Klqf`cBucyM2rsz;PR&yn;UkMM*pRA zvt}U{CFZrMA0bU)h%tB;8U0kmf~8>|92-u_sCxb=WgA2mV#<`1=uIxf=1n{SaP~)n zHQ0D*!7zK0(L)?Y+A3pz3ee^mh^NdvWUJn@SqtC4Gk1+oZ0B(O_0!4weir4j;)xu z6j&o%7oj1M2Yu;1awz7kxOs+HAWjY~V$!d7y&ma9Y%+l*jh#_@hMqj?8e;os(U zKxeMnflDbdbcqNB19xwUMwASU-ZOG9x-l)^9>PgO|MsO%qu+0@q=k`&!muiu^w23m zY{EWQOm3lZT|a-vkx6lCUIsK*H4*_A>0oXvtr>~g?nVM30Kqko6a{e^FewQBzGj+| zDL&XL68@qG6O!*HZph}q(YC(0742g_+M89m_)bo#-`N{2cuFEjDJ3mtF1u;9uu2~P z1aG;Gk6qxfRwa+x{Gn|ZRQ;0#GTvNt#k4pqH$3ZZ^}_}77Vf8^VS7;r0mGg(dGSGo zFyUV__?dm&9LycVI>#(rV2z<7pr*J|cK*R5?gp`}(=#Z9wY^G`Df(NYZBf%DbsBcb zqeJ|76|=<{CX=P30z1XkQ1%^9V>qTh!gA_5h-z61|&=yMzGulM@ z6NYEyv>A``XN2*#^DoHwVY@icYbAcif%?SufuXbB*v=eVh^F^jK(BYYk;4&oqTz#O zDh&>m{g> zwaE~M@Xc(-kK(Y$5+q5NI(I~E+@~jI${X|Fnxq*{_|vx!5pzje*yZO={fziOXte$T z41?E*Jc-i)zr!GvXf~vj*Mi?!+LfG;3&jmr(rgg!4eEK+B;L`P;(|UwXG1ikoA9A?# z6*c{jjR+mnvflxez?oDye+skuZAR?-pXndL|a)a+bIAuA%S~+3mgiOam79~aF*3jpvo9PGL)Q56q zDJr!NV}>C(a7VtWChU)$h%3cBoZVjZab$4zK&$AtGxyRvbK_#(qhUO*YfFpv!8^+p zu;^eav5sRas3L*Hgm73(s^l{0U^HYL_$$N#3DJ~%CE(W>$48k|ncW36$C>JTQ+2C3 z2UO%GqbUd2C>sx@Pa7RFKAxwjxZ88 z$R9t_#qj5>qhiD?D`}esw7WG}xnI}i;G51)3QluQ5V=1+*S)Rox6HJfH^+dh=nt$8_|xB;IiW3HfE zh+0Dgo7&?`LqYJ(8I~XQ^OPhJzu%haaPJg%F3ufD&%O|?`L>Mm&0u)vO~4a^5P_Lo6hWpy0v~f8CyVEwKfJ9U3pe(!pqptvDIMfFxOlT3i#sg;I6xg^s}wCl zq0i&0=9YnK#OPdVaS6JO=FSxV71w^Lij_=+?ajoQ3u{8d#lLtd9J%(5^+Tb+02X)@ z)I9}y++vP2P{&z=*zecZpi-q`47b~7k*Pso+6dEmoGFQARSfW|ZO$yDE#vnbAU*A+ zU{;?SG2mfBe7Y3Rh5M!9poas9~zy*r-;Ya<|Xnxm>h<=yc{Cl8P8_3rS_t=O2@tz z-Ce9oQGQR@2JyH`gHq#DBQ=-L*51joJf#851432N`P+T5#(lmbG-pes=lNo%y$@{; zOyf0#(Wm%Zg#2h+2m+jBfw-de?6L%%v3Dxl8M4s=J(j<^Drzingw;@tGo0HUwT{vOqu8oS>?Z&|nkBmkH2 zTPq|^$Z_mEV!ib3D`}x;n_QW-{|V#5VSZxA!ew3cqNPTv2bLOhYZZe>vtkPx_@GtK zoH$vmh1azvQgqaR(Ob#o_peeR)a2!ciAIl(m3GU1OXFZj+xeXA{xI24GxjrGX#{fm z?b{H!^Auhse~*8m>-Hhr3>pM!yO#zG(~ni-30UY#BqC=C?F1R5SGiU5S0v1ktM~XU zk($yo=Wz7M0kxP=1e`|A-}Ck-DAxbP6D`aJgs)-0SHt_$v}CEh^Gfrd9i$bz@&0k| z4rLyWhubzTt^x=N7G zlKbhSVb^)I@{M4xnP)6gZhZT8kkxS{RpPrcrW(>UNH^0OZE2*mWvLL913m4xPkk@6CwH&H!4CQ|D&5?4G1>2v zrbinJE7JKt9j@VRHL$;M&-6EZ`|bp-5SauyzRXP~VriG2((x|CPWNQ6$&e&1VLBkw zlV7T$2|XVA6cvkK$*_fSjccy8XHFdg;p~cY1xjK?M3tFp)765opfNd8>8BBg#+8J5 zPS4ay>2Bl_C)bX|4-C%}WVzL^4^{XjrvBzXoHqL@IhJJgP$dAuVzbc zS!ua6j^bX=ajaq6zdmU!!u6|LQat*Oe-V$ej0OLPVkOvFK&Gz3_ zi59{#CKxxze|p0$Ne&2MN z8i4Wq-xTCJ#6wjup8rlkzJyk?32u>arjKCj z_?DVt#nBU*`?v=zSfAl5c$cs8Qw@?RIwh?DbM})Nz82vg8v@(p0~;c~_lOzBA^GxO zf$yotWVQG3Q{o7$V?6}<+|b8Kp5QY9l%M}S4NouT03hb%`Bgys%-8^_^L|Q4z40ZR z{Z+BHiysWxiAxgR12qVB6}ph?{4V7nk_J>K3upG->7IcE^lWc@Y7%iNZ3}07O+UQx zy{4T3hjzOLU!1U9PNw>wZs2-V@UuwwJGR3Q8&D^oD*~;(qIx1Z03A5HTOFr+-77r{ z&sT0EoZfC+s}3*t*ScgHG#nB$?^DhA^>sXuqp>WE{rAiN*GI^bem0?9;5v!xjr6G@ zRa9~HG|4xAjhl{9sMHYP^Fw&xOHSnBST@ZO4v7dM_I@T4A%OQY769^E(&3O=`4Ne0 zcu_+7Kfb^w|MeP545W}y0dKXCZMQtiU845KkTn@U*-|9v?ZS?~jg`@bGn~f}kyzz5 z>4Z>_{%ixH?ZP71EPOp8@|awZBFwFjTplSl9ANLT!6->5+lrXjYQ`x@+LJPSZQsP{3&DBT{wSL1Wx874OuLNObis? ztA(Vwra?bC>n{_GR;mBWI7ZFc7M9(oje(QDy&US5fUbv@=EN)Ivknqsk(Z3rdG5W@ zRZ+R~hLOlVik3!$7r3qAoi|E$dN<`xna(8b6m2-Vg5r*8GKj3yI=O2$Jn|`dJ=LS` zMHMFfAzTUjIAiMr16;v9k5pWJCm<_j@W`*?a{chJ@V_9o&B?BCJh^Of1YBs+#2We+ ze&fSwQYl>B`3MjvTaDx+udedCQ=XySI2gYL-XEa8sFYP(wg|@keps6SE_iE^3K1U6 zWWb&f2~|^nEb+2khe-tPxqg?LClkiprqi&|w{fm~+~$P^3A}?1WKWObR}Ad=G_KTV!|!HG&0(U6^jM*9ehKcD}a^^^nM0>6dpH-Is>y|O9m zdHzlon{A64O0SZkYf!si#n~6nK)q5xXOW@~)iYU(^e4kw7KG^cR%${G|bmbn+vqOrm#mD8u#tZvwMVXktR=5N3+Q^Dc} zWyL4W3lB)ZMl73pdY@VA@cW?Jd&?fVB zg?d@&9SF~DqGRO4J`mu1__^DSWn?Pp@f(3H9K8NL5wT#>TbYW z-oLi9Uc$QPk-O1g2(wl&R4I0PuOfwHt&-k0(!tS*7AJdyMmiw(^njn4Xx*{FRJEaZ zaTK|N$EVef^E<%IXmd7In%mQ*$)=j=hgvmn2O{Xhz0Go}`MYlelRUbVsUbs#@FqTL zCY1th6E`AGw{+P(R~*z>Ym7L?Kr+HRj6hq4lwwt+jEcnN#)qh1Oso{>6LG!`IhPt9 zwtg4Z-lm9;)VA(*^%G+s`go|-m5ObPQj{+fg8+>riIR@;2)%aai8@M{f^@WI;l4oZvvM76zR#quO;~KXJarFE?;#B$u<>5oqFHr zEVR~?!zdV^>$elCe9hx`u_+&G_}wXA3BZc7I?R{x{Buu@mC%A%J7Iq^4 zm-AwK3M*CmFNFNn=3llxwp^uVON{Td;UabpIMj`{gdIMbw;=JvlKx>cOoJ5lc02WFcvp`)pgqQ;jQQz4?Ervr zpkKk7jGBtYoYuw@6K(Z7Vvy?J{Jt5NZfYg6xX2G*W7Y#f28a07gQj0y$$q0`t8N9{ zKfWYf@$FkdJS*(iXBUMvh>LeJAAiGOMGmGUGG?MBw3d5JBl_+$d$+J&Xk7YtJzz-B z9^WB__#H+CDQqDcpmC?S{jD&5Ljv60c<)$jDvVHxXeJw{!7Rw6N?Zia7RF&Hqv0*- z%lyuNpR;DwBOS=4a+Dr?OR}a6>i2vYwy+q_ZN0zvnkVZ9fl->?K^~Vic6FT)Z%$r&;p;5My|G)ab_tuFbqiP(wbLBtwuF``xEg5S3N@MVl42%@})G=Rx$i$@jG zA}SquR_jWHhPO(lo<@=Lj#)#t*U5vb?{27faA~q+MP=j)I zosW>;(HQa(?zh{z@<#of&GI3^ea~_)nd)SRKFc9CTuz^9yU*-DnQoF9`MOyi2}dQ+ z*^sp=*ZWuyFxkHtg0|V_I02$qs4*P4oq6)|y%{mD^Jx`1!}C0F`g^eN<|n+bf9P$X zN@%C|xKrAUSsh&njB)kptfr48QtV*CHq)16kUP-!-6GKR5!vet&em?=_?#~ zgm$8OJWRRmp9QaD^T1`Z;C|f1qDJ~i{vvU@2=m6!c)et%wa>4A^6+5tFR{~bGjDn< z7sTpHi4B_8b=M!YyL|Mr)6(3;7~}%?>NEoJDbDx~S=U2?Aru;> zkn@;ts`q)w*oC{V!us!XU_ap0R*y80^d6{`Z^~ZGDaUXQE`dngn#YTdh9;j@XaCwO zU*-e&fMPqj$w4frXbL)Wqh~1ZAZz*_=%laffR}5jDWj@a3eP^#{0K)-CI9VM0S$am zmfy|dkr5?cesgdg8T)u0-I1vXZQM#-X!hVlYb<~7g?p8-XpfX)Ol{ybWljBB*0{bw z>TE(=(CsO`A^}$!ETMk|3$^eX#B3wt@3VJ~spahhZ?;hC7^#}8Vsw0>CD8Jt>uZDk zI|NteCB%<+=VpF;N;tspVn_cGX&XxhLdc66?zoG)T+K8BHaSA@!oZd7>F%$a{bLIC z2OpLD@Id`w%N>mzRy`eeK1y0u9Pel~LtU?|GFR8LZUMEBEX-VJt+%j;wjZKBccFg> z3iX2qF5GG~pjEg|gbh|)+32T&2KYQ%ibw`7mkrYPC#m-cXYwEPMuZYXH20^NOcUVf zPU4Ydiv3p!$2JfZe(J4pKYQE@5_;`sx3F`k&N1az3kv=29C8QmI9jY>VvQ%!QpOm? zu4@giDFQ}Qf9yLL_WE6m>b{!W!Eh*ua}q#kO+^nQ52p0 zVWWGbl=mv|yp>uN@1ck<91YXXSy#VMdR0|}Ph8+<5_qpSTA7w!iy1I-K zE+ql;?(pLIB1Lfj}B^0Mlh@Bt*k-FNMI6X&+fK% z{`Np`>o0wYGL1O&F*82m(RUN=qphe%Pa(C>kO@gs-!Gx1a@t^u#)bmT(^N@Ptk|GqO>&<0zS%e-z4;Huo)YLzKZ>P~g>x=E>^7ikQnO&kdkr zeT;C*%FJO}gJZU^wNyAqR?!$1gC#;G_5`PWd~$6I#3ZBD5RJHx$QwgNJV)^Vb#6J$ z1IjLQnmFt>yo#GE;_Dr9u!{fK`rX?#Nq;*xX3L77BH*qKj#W*F@IaM>VM_GnQA5GXMzTzr2z& z>9wXs*uh{8?3pYRL&hpAcZmbeIDE5?vWU{>Z8YH5Q}XE+PnfGJ?RaPhvQ<9!*Kzf> zH>LmPJu6>n^!ep=fsa;yVTsT(PfR5_EbNLXJq`)&OdQi=h`0U}v?U9rnlsHbwh5}= z3&|A;s8%J8wS8k)t#gjIb_2M=+BrQ0OJo0eeM*cEhxu2=CAg>-#~vsG_Fck{3nZPc zs-`C^HT1BW1ZFQJ{lX+2$V-U`#rysB@DB=}6jz z%W!6LXjVB7>OW*q=kP3-cUHCqQXr(;C4bR#CJ;FieGMw3T%GUHqXBh`T$(#L#2)U! zs5hDeDUy8?b!F={Xa?R(=rD1IaEPv_JWN-5-fWVP&24BTMZf&S59EDF%bUUwVbq+o zK+%?HmZZ~1xtAuIjiWbW6+8pX6RKl0zHvL6qAa*}WN>Jw*`R(auexq}`nq&%hb5_= z?eHm)@lF>nGWn^8q6sX;2sfte8bf{hJThu%%P(~Hej+LxLCN^QSwv*+d=o5~#IUHs zor(fmBA?wAoL)cop}_uWe~PG??wi7MA%`6;nEwjb5pH(P_%w(y0K0v6+l7g_GX!`TB{6q*_$+`((XquW;8K^vz(8)bes}07Hnk`$k(*jxTSePRLsY z{I&Nm4g7bJQu56HO&8HKs*wSisIb#Fofa#xmN6!POA~Ab(MFUObU4Ezz1iX1cVhEZ`*8H! z+mSr6S|MbTfV_{jEsJj~RBTAKf970-`azkuWtEG^TxfwABa+jf+p;iYO5F7RN_J|l zSnsWk>MGYC-q(sY5^Om$O7){v+6|AUat+-jix?bzn6wjvtxxes6maNYYzW7BmOjIf z4%j_u3PxRpG6G!@wcuZRo3qIy{>=3Pkjm)i=-re^MCf@Kc!>gH`83ZO>L<5Fo8KGk zn{Kna%h>@x5)l}%7?~MP%!6=j{u%T4l@y8R)kCVV_O|3b)`T&NK=B+|J}kNFOi})A zuI|>35Dzr?ZJlD=y79VC=V1(1xVHg5^2e2nKy{Mr1WF1ui7eR550z5|BNMI?lkeTI zC_BFu*Q(fM$qa1cfcSr>yQFrMh*U#4IA)QL9NljTcev{~&=xa_f; z8mqvJp%q2vU1T}Bq7&^jDeR=)j=h@pHPkA6RQ zMu&dbdCn0<&^3jwrdU*XjwH|+vdJv+l`)5rH|oGhYPPXy!iHko51b_BKB%V-+6T~- z-R=k$8H!@{E|S+=d-;vos;Fi;>b;OjWoWbar-Gk-PbTQBCi{%Wwp7r#n=k<1cg`P{IrV~+yUtciw|k^(6pgzFZD(+@?{%F=$DTfZ(FFE9{Agd`{}HipoXo!qLFH5{^^Pgq7g`saslz0^eEh_(!~n?u6Q}M zL}2ImrU?cTTh!11{tqvhnTeki7M;YNB)A$p)_24la0aB3PzPoTuHxNzK!V!`0+_=? z(-&1))2Y1x@@82i0t^Mq1;A`YBz7!SoT-^sxE2P*I?sI8gDNw%zFz* z>aY^M;?enU>C$^CN^#P(qlE{$EKbE7LRruHx{?2VGj>4?rS1M0(nQFp2NEqayh}*J}AGV zs3)f+s(rUi25bfRr6Av0&Q@7@JNUoMKd5s`Lj{Nf!^7Zv$0tCIylquw`PrR)bvL+| zm1KZ%YEYkwqz1v&ke8mv=BDhf%27mGd%ZHDC6LE_De+W`hTZG@c{ zzaotJ6_=pZ25Ld_{kY`^u)!e%NTxNhw?N-~%D)dE0_tB2a2$ZW)_Tj9jfJBnZ~)2z zo?Jq0moc7OV;H;(y;2-qn@61A1Gsu)YEbKrAM{LI@nWO-}cWU>o1U zhcXfFk)MYLkBDz#qb_$69%9FZ{j_&VSHHl!Rh*xp{U#7Uq5b3!?~z9#jXeHcR)kOd zn~Jys^m5}l0DyQiH{R7(pd*LCC+Loq*C*sx*Ie=!!dA}_%*0OilW@tLq1F_xog?Bq z1e-5^2(FFoj+j)H_BIq*r%f>m-bNZzVHr{i*BHTGNc(K)m!@Iql`SbEJB;|N2 zB_$<$;CRPR@yng%oilK|dGu>v_&Y8LL_4_RPpsn$Mc^f*DiL2e?OE>VTXMhZU$*Sz z9_;y79OQ;yTys(p)IS>}p)irCFq6(r3z zRyF(5P}Ei3cyyCw$yxM``+6EfVjgcyJ#rqo?bCrGzokN&Vo51Hc?--}h61BW@ucI$%9nd@-jeqOha-u0ju zI*fq4%FOkCPb&(6mK@Yeggxf&zz`m@ugI8ZBJ7{_H!Mx6T8VnWrQ|5L_w@E0vA%!V zuZakJ385ob!Y?_Fi*HGN_29Xjuu6UNKN?>q)PW`vcZWtd}aRe~QJ18j_TF%hS@`RVYO1Nh08kuNtY%4QG zFu=(uIv1*Ovw+?a80iORE<0Wxf{P+@=>UW(B*GS9E39NV)G?0Ci3&oB?cvQ;tI>&b zLIt0->ySNu`|ED)RBOZW9AZ=uFUO#>@WP|0QTzkQt8!6BX027c+kqrn0AbUETprt~ zS*ht1fo*Sby=2><1BMWd{A=x$M8mz#6VMVPcy#wSt^)*R9`b5CeCZjk+vl~5E#g+W zzctJi3^I{-*|3E@T2MJ#ZV0=ivmK>OG+$dw&DD&$^M1a%610y-TS&fSS}H zhJN~RXct<&^3l#)cM1bZhlht^iVog}8==HeT#yFiTJog^3O`}F2~(QvBY4!K29PDW zgbnG>tnfS%4J%b5o?^R;_^WRBUY%dNfo|Kx$M0;H4Qqf(S5s%)$g_%Mkvn~AOv6bc zV8sGk9>Li%D9(6_NCa6~ny6(V12GCua5kd9nV^f`N1(m+xSB;|E*Cs>kYxXK5@oA? z;ud9AsKc#MurB&Bpjaf>jvftW3FOvyA{7^Hs$7b^;!I3@qqHfX#2~nKL#LppMwmHK znn-|<6t+c82=dPope?88IpQe|HB+O`=-Tv-_eItf)Jz4Jn8;uS?Ri6zJN52Z3KYXZu5qL_o zV}--56HTTO-N$cHr6t#pxnOSEZ#WSnKAH47!V^{VK zf+`*F_hB8{Eqc7{2&;5l0n1w!RoE5SO~`8jYw@fV2}CtoIJq)JB`pp7nsR2uBvxze zb-4cdxL)Ltln+yH} zu*qtd1057`bvJbHYAD|lcry3WE=%T4EPPB2*g5?ZrA4$x1}~brUH@z%PBJ`}Kx0Lzw#TVfuk`~{VjGV|Jk**)jA_LJ-=I~YoRMZSW>eKyL(zWn-7 zJihOACP+n1m5POo3)=D(bh_)Kwq=@5M{pjFu}_c5Z3Or_*yBx!12(zW%S$5cKeS{s z<8uXr7BiSMQr};L{ANtG)CvC$V{SGv#R0a81hqCXA5uFppk243prer>Ek@lNtELldl05%vP+$_*3}U{~GYW@Gq(gV4$L%Iex%f)SlGMi4)vL++l!t%WQG>nj z9p3ED;e)Xty3$VX%>GVUatDqMxI8Z7l?;|qyAXX}0ZOD-6}e~A5N4C=5g2Zr*H@bi zw8Dg62S6kiI73xI@?C<#ZN-IXVUGKNjU=Ll)sxveB2 zj6u!ZFK32)7#-)*^5FZC@s9=9^?gq&mM>!N$9Gm$wrgdqh9ZGYE08HTaLRGgW(b?bCJ!taWgk^&8f1AwU1q|G(>u|iL1NMcm_5)P$q7@Z*V784r zEC5RuuDurR+m~u5ySG@%y+nv3EM&3<$@B1E>YmH}Qz&GrQ%Lh_7OaWf`LU&<#`r}Z z-M^nk;J1Thea;h~V7=~2Jq>>MH3_89x#a$s@p_HQBNq-Hk4nUJT`=DqYvA>@?U#Bw zF1GNP%((#boPwl;6~*ufWpOeTicMgOpa#N)D}*Lt8&SKQ3bVy@Iyr3Mvm1-}0!~k2 zxpKV!!U($pRaJKxxL9XT9dEm~ZqYG4Gw%&->@uGGcUW2~Ix<2cmV-#>&g)1|7jrIZ zRovD1wZB-a0u^@{Jms4~ZZhE&%9$%t1$q0(c^5Dp&PmTyz9cA1M(BCvuQ%=Kj)8(# z=a7R!;Rhasl8dz_4fj)9oXhJVUbJSaSi^EwXsVjlm-!PIu*cm&Q5#bOIu!pF#@kT( z!qw@@?SBG0mDB!z7D1jLPjfR%xLx8;a(3r5Mamg+>y!jAQX=E|TI1RsvuWVz$ENB` z4oUpba_|oZrLENGFJ0+0vtg_Dq<}*^6ZQ}^sl}+l32lMhdJ` zkJ@II62_q~Q{OLKwB`m6Q|TMCx@%>sB4F3q*QDEG zH;M}^@2E4$8;Ra~T&InU*=2zPYuQdu2=8g=G;X2FaMR52?flN1D=dJ}xQYr+u_nz# zx7Dz>rCI0UR`J;wg!Qe=0ka(6J7!f-HG6Wg-QPC{n(OFKNRsHci|ahuw2Y!w2WtTJ zrx1atlVEqo&m3vV)d1MX13;U5Hz?&PqG2*uqqC2~MfqByY^g9lJTt~S5;9l%v+7UTLkjhYAX>8P(7CjR zeCnGgk_dugq#s|#=#k7|EN7Z<{Ks$FW;H2=13fNGyvMW9SHNj5Kc$_Y;?#HR=^+hv-W=$L&TklYr*@v zSP`;`5jDx7%#;tIJAiJ?KytLiZxvB_83Q8FpX?A^5lkgBEw1eNwVfKi{9AOHxPPEl zlAB-)$qVo2(d9vk7EAEqTA`Dy{|?JohG3->9OJ$h&0Svcy{5eo%V^1%)apY>972r> z55`Wv(9T;h1iB75)K2Tr#_qK`1&mA?7})f0;=|6=vOFq1F@PRhG;`=zdzz7yiH%+{ zxNn_#sb_XTiOeRR`V&%t>4pa~=01}ly&)3Q07gl{mChX<*vpK66m*w%fGpUq+zaeB zH1wsIr~Q(AG#fnIlzv?mK;T?W7<@hRDF@C{QdPwDSjZfOCH;od;TiS_8h1R(Q?J{t8aZ%h0_@*I+plc9jAy(m){8*x73!1ADp|Q5LW^2>5*tr4GfvXUR8mFHmgpK= zHOVCmy{<@4fN$Nb}%F16>F2Ex3dxsqexaAu4CYhURu_>UEuEY9`I-;k320_+Fep;8;*y%8oGnz zWVo8)p+H|oQ#zz%WdWVI|I|D53`i2nx@YK5_QLm>={lDjOBEaVUOqz2$i5_DVil#; zarI4;hHxY_$mR%1>l$x3_c48~nj%yc!376#bTU^$6%0)k{Vn9?Pk_~7AtDjOpk9m& z3Rg|nFQ5jFY~Q1-=rpZZk)F@R&1wSl_#Z>&f$v)so^tcNaz zp($D60Ao8{>D{p~^=ID?P?OMBGNx$MY=763Rp9U!=#|!{Ko~wGL9`=(?hp3X5D98%f;@rTF{$hBd>sY;Ez`=HPRop|JpY zp9?Dmf!;G`RO^2dPHt`IaW|2Q_}>ZZW&JoPYO&G-SFN?Jizk>bigtgB2PF}kM|Dqb zcL6P0(;(MZ8S6RuLJ@&M6CPe@$&|hO2B-ikL37W7hWGiT7R{f3qlZZapecfTd=cmW zDYL!B6lUPolQA|8?3!T*WH*}=ELoWplQ%^tLRVE5{s&7yw7>c79;AXa zTa+TGXmJorncb9ja5o#Xed~N+kfjT4`4PB2!yrmmd9+B68A zvBj%@qK2%DKu)ZRz0<>8qn7ud*uGv(WU{O;Z_7Ti6C577xU0($P1b$iJv0*_F0DHe z-Tc{lRKtT1E5u3;8BLHNq>V+2bmCaK7=(*wA|aw6gL(Xcy25mQjVsaqNAG0tFo)y4 z)_tVDC_Xy|6%t6UPUo%;csh1xEMf3{NAi4sEe5W3__bv}*8xi+oJQC+uXU}Hv_S9c z?VcFxDSE6t+Et2ODz~)5y0PWe z)D^7Nsw6;qeoT%@fDkh+C?I3XP~LB_pRh2Y#V!S$i+VK=r4gk64fcN@Jk`S~YRnaX zeQeh_);gM0xI?(r^MjcWQ%cTr<~#6AI>Qd=sSxH&yc<{KAZc}=3|8|^p&t9Xx00u{ zZ{W5SUIVU5e|#yIb~o}NXDUpj8w;xp32ecJge;=@QnGPrjheLU;KC~rzaxTsw-h_; z2pd!D#}zrY+AwFFp$__Kc|Mci+FBZadZ)#NSAM{wBxl4c(0^8p5zF-w!c9!Bv@{)}{0nIw93_yL=x(A&`ueqpXY6wf$6^q-w z1#4FV18ELq?f|9D#{h3{%fhO$Q1cNxRCo1ZX)G#_$Fg7RtdsV!d0&UMTKPTt@=Iwy zomOgK-vt>*g0=#0oFghGcBYL;sd`Z~e_MM|8{FPHHm=YdLQFEOKS0NSJx4VJ397}U zSK?^2w`SyZP$$kc-Zxlv^(g_$eLnywQTfWQ-=#P`B2C0ej4PhuJwbUy;^q=KV6p1) zsuZaa-+iA#pwgPwq5P2Z*-a^pG2lK7#+{ct%K_*7YLMm1{O8Kv0mif|!X^{WP7cV4 zr1>}}VRXjehYegVnJHX<*<2c9o98oRy(t;%5*os57t1nrXxin`g_u=P&};1bQ+K1S z$^nF0c*A>dOV>yVPHqbF-jgUMAkkSnsk_TE(VLw07YbW$%UpP14f(H*GS1gn7TMD-|`9aj?|^jfN8w3EWg|F@cw1_v1tqF9+u-_>g=W+;0O( z5)h)yLfc$W42Gb!WP{(i37H69uUiR@_bx_e?foQfJLbkLM={7DB-XQ#yrxE-RL>OM zlMWgRl*8~|{K8>kBwJDu&ZxlZs)WU~a^U;f_AXU>mdI>>Aa^ghVWX?SMX~H_n_Rs5 z3VB>5M0m-|3GH>Wt;ct<&$>t3Vkf5InNUxyD4%*2MZZGjiH<(OU;j zl3Wd|puI0#FAi46C3s)7JwMyiq`NfsldpDekwhtBpj~;2Es}Ss-4^qAz3zEWlKlE+ zv+~^SeH+7nO9@wcTlh2Y101v;DA?RuVX{3eI>|2C)ZDnm@tBM@x8`i3`l<;A{L83$ zneZby<@YT_j(`s!r5+T93fsKeB{;$dzl(mQi13<2fq9YE|$7X z=_6U!h}I&+A&~4?MVmw}lSX7FUZDnbIuJJO{E(Y}ngcuXHQL7o5(=w`bxAHk?_rdr zOxF4yK8i{2fO0iSozm@yo3Am$Qhc8VMmuwIS|S2sJA~q^(RIJuq1JSuHCJ!ZzuP;D zriQ@D>#YcG|1E6MsYw1kX7^>4!8-|tCdUS|1tO*YxTb;uB@U&Zb@F^d)zjVq9`tNyx(fQ#g}X@ZqmuQU&Tjq!p{s;*;C9@U0>%NZ!-Nw$FhE zx`|H17tiuqwA6c70V?}|ZGmE`zS+2FQCypkq4-M-F8O2VPu*F|hX6f6UXPF(u_=wk zal2objxYIVL=89Sun8)ie&c0KlEFp!b+4G#36w6vPX}$DAPi8tvZs$n!BI#da#roQwvg~@jC_E-7 zK;No_s_Q`-)Bm6dt7z=$z_ zY@Vf$P2Hd3ea|xvy>ak1z7T`jw<=6&$*2EN⪙_xnEs21_)Tx3RY5AHtIL`C&Ht< z&-@r6c(fUd4K3i+>#0;g*tWgtKV{H>&HiJlJ(}GYsz8SSr-Z#hEKg67&ie-(DnQdP zC3I*tC2od|*KlieGB!n8nm1dtH$ysqhEJ&0r{u>4HIWe6sso=al1Ba*(O+Kp&0^m0 zU$Pp^GNtrWu!_=YqF_tPr>b)*umhH+i9g|C4Fa2b=;hF|&=N08y!eM!&tR4{HW zUKN{v-?kfCy^Z)Z5@eCgdrS*nVBBiCAs`aDy`yDlqv0 zZnf^4dsrmjeE9vsJDeO>`DT?#AVnkTM!`cS5V-(yI2$&uOal8uB`PkVb2KX3c@JdR zR~&(_8d|Ww_@vlvrf^A~IJJT8vnU(C5!D=%ukiQ4j29n%|BP%Q8Gq=1q4?U6j902o zd&)byb3aOw5ajh?smnS``iiZFLB9#Hf)D~Qbv=UIh6ftzpi96JngkbF(9>kFGHQOx<~e%Oje~w%2AUd zKDxas0!fRI#~AHXVINdo)aQj+_=-*)Z|q*Gn>&T?AJr2ux;`PVo^L?KU~>&W^B?+T z&$}M9BZr71P4dRQj@CC7SL;>?A1&{qFo@qDry7lUOxkNXI`OH0x>+1lO7L*!?Naw8 zyUpp3V34>N-u)>0L1BFf0-G+LTe4;9Rc1Z8tl*T$Dux=vygD65b~lqk>>5^PP=1ni z-K4u_T0>f{gqeR<* z$mXbi%{-zfuz?$Y*p)7Zw1DoJ_Gp&z#kTScq{D{xZ9ibwK`#3V)D zFog4cmuTia?NnBkL|hK>wm!FyP_KIP!Ol)oxKk*(k`od!qxK~;X3OOfT{AbVEx*6@ zw=0BSN)!v@%&D}9P>B{+l|n+g0!nZ=NQ#2}j7?4KBULB|baYXvG# zh*@$9dZa(QD?0e0qL@V~e6AiR6JKAZK;Z^bdIT-)@+)Di@G@j1y6Y=s1{?!?azj|D zgQFC}`5`9qGgOqumMj_1Iu_%^?m`1Ky5cPPeuG^<$j2m4g7E6{Maf56#~3#)QnG=C z-WG3Sa}*v(#dn4VpZvKJ2%85uCInu&Ki4WmP4t2#Jd`)ZI6&hiyd}Rhyyh`R%9m z6<#z;``VjzmLeN|m};YFa*_G9OTs%k95**LeCj}4rZ-D?@FLwh9xcHx)A9Zr%VF;J znN_5JI@j1nP;Bagj3+{3uiqKEIZD-zrrqY>486=SrISWJ@PIQ`f-0M^|1>2rZg( zVoIaixKt>CE)`sfC~mxCsIbp`6L%A6$vClp(wOsG>Uy=hT`NsJoR@VbZwtfjgd=%s zK@R^W=7%HYBUA#6dBvB$EA5T-Bm&id@?AA)iP@DB&0iCbzrviQ4Y?kOQ(^NrLAg2f zxSPBAq>ltxAvlI3S~SeHJQj;Ixk`f)mYC5-oa4@iF6go>#I{CI6sLy`&MIJV#k&j5rQqg_n*wKWmTgtP$F)F zvqEF>j2%a7JOM;^e7((-5+()Aq9_`Fjn^X7U0SrJuDEKf3uXE)jI1%aGNrd!-eg;o za%*%%2V;V#y5AHBGE4&#-L?GNYyyZyExACV936!}Q|zwFRUZ;n8zsNS~D{=ADRpx&IdkfA1H$ z+o4AEJHc-q9)uENK4p04V?1fL-mU1-Mxf#+0H(zOWzY3wPV5Nd>(tu3?12NCKV4?1 zA8*Fk-EXrDJz84AZ6XfpdYn;zwLoDd-_=|m)gILjpV8RgMYyRm;`j}h@AN;)XzoG^ zweP9c`Nk7$Y}%C-MjjqJA|s1xeT|xP@D}Z?uH+e;adVWQlX))S7rz5Bj&R_ zDVK4nxa*zz24?HxHIg=`%PO{bi-`FrE4gxZNgaTrl7Eq|kx}{xA)gh0+>i!v8U$;- z5?e`GGWru#x~A`6rO&BaXAHqZWuTSmDZDWIQyy0f#8cf@93S?6gABy*E?Hl`mI(~V%WMkC6YydLLTy_8Q*3bT2nm1 zRriq5`LS@>o_f?Ibrce2dozvs=R=7J>w{T;%n`(C^-`nT^-+@l<3@tRdr`HS5uAH{ zIB8VxsT!4_>pEp02ewi(r0?iIWDY2uGhL#k4D>eK< z!P&FKG1J=+urrl^MG@nQGL;283R8Tu;*RL5d~P!C-zwY{p!PIjR{U;xM(2(Rb${I* zj0Z#V*q(_M{Cd7NA7jKhW{vM{xe7EysmUT7*@KS8Qy5TW!m~0Lk8k>}NERv;Tso(t z)hck6*oIruFYz=uzypx>EYQh4gU%Z=UK5*-IES>54dtYN)q5=@{l@5`x7UM+rc+ck zDA2l8!mD;sSarWBj5qkGNSbJBd>Kjo6lice6l02(u}LHB?w5ba=7O!T9R9Z4+}*I8+Us1c!PL zr3^&LmvUPD_t7^OWfn?HW=o1`RzRl-j0!V#A4_iNV)!C12T0y_0PVzH1{um8*Wqt} zEgubQ=H~F%(%+_!qXFp36|x;&g(Lg=-teoMSn zp z*mfzxZV|NQCkcKPWJYi31s_C~qvBnpZ&%^#kl)@1iz=KOI1sM5?l(K2wl*jnT|lSb z8#HQvsocbU4yCZEgBQ*pzn6qF^QD<|H=+_lS4eMMY8m;M%SB^9AgU!s(qhb&Kwb=H z7tYB_0GHdLw}*sB?8I;DR(>Y-tAly)gW_)EtR z_)qGzjVVz9a5|QtRj-k7(g@xVldZjf?ZEBOO@+WL8HA69*4>Mg-*uni@7qe|doiy$ zT?`+rS=&x{-V6GxNXGptx;|bG^3uQb)#`ay9efk|yKd27`tkd&Y4?cP))E(MnSa{u zUd?}bCg||eLuH{x<5xnmW)XbP`5)oygfm`6I2_Lo-7sBw8A@B4VjyGRw1JD#D5 zXN>PvbaYAvBW4z6_b|cEzKvU4`Q{5SW^NOT9hy6RohHR=XR<1Sn}MOG=OUUBQJE)s;NILeCSu zbYnkrx{v;Sg9!b(Po=!RrxFD|Dujq)tG0(YEsdxaD`=;>oC5xI$k&8X3LerG)%h!y zzTGCN>gRpEsOhY^@HzT_Zv;`@fqS@YU%}`XqCuDa@sHI5aDy}j*bgM5j2GlzWZHKz z2oNuC(P)B&>!!gfBa>0Tq%T9U6oHRrq&`$ZO--J0u^6Ja4XE%^Ua89%#Jx8zR+*7Zfh&+iv|A)Hb9H ztDWisyY9<-H!Jt~J!5mh44jr)+VZBSEllT$ef|>ZL(g$-Wd-NyM=rJOa<-5dsK-Aq z(x~1&?RSby!nz=T$aMw;k~Hb9viLjeFnu^^{XmVoTBhp4&*h-0QOao%ZM>!H^h}VY z-m(@O;-9$gV#vUbf4+XDOAbfAnktHsdr<%5{-|N^K+Rw}J%_=KyXZrqv5x`qm4nFx!T%vyYP{LW9@k3AX=65$6(DQMl)~B8C_j4eBgWqiJ{H0mDDg`xS%jSl^ z>7{3a>_%ipDoL7_TkYm;+v-vHVW!Y{)jIvXgo06tiCuI>esVkzy5^JS9m&nkXWV(+ zG%T4-s+hg(>Li`0h?ZE>SM^lGe3o9N+7z@|tpjzYpb^*b|_F2}Gc<_y2G& zK!ZA=lo*?TNMMp!qtpKtCAm>iTQA@5o-OugkP!pUe8M%m>^wiXEGOdKn$!CCUhJ6= zmBAgHsg3yHfk0fK5G0A-8parx=@{f!{{7F6j;}VpLDFJ9HvC%qa(olV^wgpKy4ZeA zrLxanu(mOT?=fagcDPfH#fRpO_Vm5X^L{W`94{}bHUixNS}L{2_6k*z}l;=(Tf$*_(Bh4?Wak}GC) zQksF?7n+b%RNuY9+mVZ-02yb!QaPQ^kQ&X_@{>N4T{rQc-;YV#;I;wHLYP>qLPJOJ zS6NYiHwW*s!v;@Iw3}OxX9}@RY^W|&OZ0(@VyEicR#vssI=n3nuLC`Lw2&cYxmrIiJ=ud*G<{4%)%Sh4oSy_u-Z=XlKU~*PdwqEun zcsTcZW(X)o_nk(xouyydskr6vhKQn39lZRqrs#AJ@t#G-Ms$Y!fDIGyh7t4 zC|G+NoZwuF(7bQ?o?j^g*n_hF<*F#=g15unlWk1Y>8tQxkz0#oN1cg`J-Y0Xl$_9xI>9`h?1V zqv8|o#~LBY%Ht@zTv(7D#|OpTq7hZh?Au~>B(gzm(2VidbCv}oxv8% z6=_m|HI~oY4eZ~(2Zx^1Y4s^YG-;u3pK4Wp=LZkRF+LC|iyUkexCec(G9rZ$We!1- z`Ou^d zWK~!t*NUFySKt{wq_uLKUIH`gc%=a1d!`7b{!wYsx-hO`?accK(msYUX_1Rko25u1#m4Gn`g<(Zd5OZ=q8^nEnGZ>`26Fc85lwX(H;J^NPl zJm|>kofnV7rlY(oWGYl%WkmVWVn&_*)1^gmy485b*(0{y(Q3Rs`G|IF%`r&2| z?H0K`3g73oDm1VMO{r}b5+!jpAJ%d}^>h2d>@AC^{Xim|Ivb-WWa@;wF(c%N&TgimR=dWFYW;?54mmFm` z&uPkD3jzFqjnsTi$|uCjJi!#sp#iQNcz|c06YU2(HLy*={=35owVPDg;vKV7>4+F; zzZ#azy#{qwP;=NvqOvZ3_j;Sgu_@wj9-cxVEl$KflkfK%65+e-MLo=s7NWqmo1(YUc;&pf;Q`dw-n3SAF?2u>)W3rgmei=-s#pw2zCtzqnoeTr}7|| z3QC4R*H}L6BnqHMX1lsb+m*|(7;W3Wj#^Ppd10OrCELZ=ePmvVYQHIp!yL~tHlOxq z60HL_6VHNqx?Y$N6h2Vv)CK@WDnL06=hT)TP3IqzjwBbpX6V~I6^lx`OZS~1cD^U; z3@;O?eP7t^V=B#m7Ld{|5xZWr?b`gJK>C8d=Jjb(%Ckca86UUc&hPfOX|*?{uBK&M zFBU$H={i!Wj@*qd+P8@x+n*BA2qWTXY4mZNG*>BF8xAot=zwPI($+2jZ61g8*r{KeR8g88KJ zX#3F!@?^t~Ewqx#GY1(?>vJP5zk{0IL9wTd1gI(Qa372~SQqq6-gUuh0<|=?om~2` zQF&CR^h?oyXu54Le2Cz))E>WUHtY1)A>pi=VTvRBy9z|sUlYIN8j|=>^yM@onP0qi zN=zQWsZIphAx@`_#Su>(oUbnD@e3rUovA!#F5iMRIKOO?rqf2}5ZTAn78^;}IQm#W zt?~m5d*$l(FDDI7O-7`VePD+C#6Qow5$^A@9&qM=AUFLWyc7y+^;>F7cSnjmG@{3u z_#XDbo_iL3R=}uA*jO9pz3tlG7c`8=J0)(n7K@l}B{=jijTz=es9^gYFPi=}%OR-@6Z5J_=t2NAVy>rtpRee~}Lh z2{ROb(M?#m%IwfA6zXk?`f|QEE zA$z|bpORd$J^EZxk0g=L+U~4*HFYuH_gpcA_mqZa@TZI5YVSsg`pqF%d;I5rrTNrM zrR!p*6gi3{jE>4p|AK-*h#_xo<6%*e5=l9m#TBzP49vxE*Nr4mGgBoGZ$#bY6|+waR6=F%+bxC_n-PXucj=&izIQ5R?ck#= zCLNAOz76{(8S=pq>Q)wAq=x|-YdEULQB&VMJwB~|zxOiazTNmE#F{1LC(`iTFE|xE zQeNAaAE4o7@G>;`vrT?-1FNyWu#A@5;fj7(o5j8qLv0kPuga(nR#59}mHm|_%Bk|T zc{0Pp*i^X{g4S8yQE$os&8U@YQ2@!+USnky<|P^)f%v^;;s8paLw9>XTRPG2Y0w+iXoqD1^~v zHZ}nT7P=%PeLCgT&R3a4o{sP(_!_@x5`~e>h^-HFzVKgN6hcA8lmnvj`%x;Y4;Q^!U-j>7J3O||> zrMtOes#FA}yQsT`jRf$D>uSP~SWYO~p(eA#!<}<}z~VrLYv!c9%x33As7!gMNR1$( zx-gEqFfI}1_>hJ$__#?ae@pn$03oMdY)TUH8hvh|1AYK`A!lIGG($|t%cTN^I*~3H zDq}5C?CyGh91-|r!`!^y6@n(XWT+&${Cqu001m35A-`ES=n5dWk>ZjN4to1+@(v9p zs4K39;iS4Ee!IiH3&5mD@zBc94qDeI zZOmw!p};CocWT)$nion8Cn~7IFddtzpb7!Pfh+lS#rX+I>*%^;;@RkTr0EW(i4`}a zAJI#iRKyDI?5KBte1g26S=hmaYfl!j_Owk>L2+ZM?U<*U{Y5VkS|!F&(ron8#;1{K zSaH>VMdDfbLh)tLzA`gu2|p=B^iX6gN&jf()&gV9I@7uSP(grKb3;FODtyMFPq^Jq z7;KKzqUxT`?JYF1smfVb+sn>@?k7r;>}-LUHi@byXXrdFse9a^nIw27oF5JUSGA zX1B09BwX^&o>oiD6#?zRTe&|K>bd0usV#x?c?O$-7GQetJkW-r?2sXs@2F*Fl<6F% z1!sGA;!OHo3P#SAt=H+phQi2T6jhYL ztZg@b)QHTC`J7-A5u2LL|Y%-*dT+I%g_(?R@5fx8wX4vDpdw*>`5pr zC&{))1lw6pPdj%sHZRY1q1_G^br9*e)NkFh!nQTZJPTC7{cd@}#h-G23Y3{N<^ArK z@C>5|lk#5EsciaSytQzorevuK)4*f4!lw-OYZgdEr1nN2uc>VqJh!##9wk}hm`>o& z!V$nM6e#hum+NRhgY&VQ=;(1-D->K=%X_HWBb|82@Z;*d#=6`!Ww4TG5Go2RYREwP zDLvn+|768b?w;$!jzukhAM;g@7O}MW>Z5giz7i29hGI)+^`&X~!PJJYSV)tWGScAV znMG`4%X^jhRo`oiZs9YsPFWaaJ?|=(Og*Hjgtd$e>sse7WU7QOF_9({Ki2%Di{=M+ zrH8_B2dwI0_d=zbB{_eGiF9;gH3jVzJ8(8_OrBUzCQm)~AQ2mXnQeXbg1}+f8zyld ze-GS#oyc&1y`m|nZo6QOMv!xK4r~-QBun>JiX7|I)PHx+^G(m=q6r$m$8n{cze@Jj zW0QaMv-hQEAlbUI8WHh4`OtDnI?+=836lf*(B;gOogCmi_uBcp=NN}nc* zXg>pXapY#WY5hk!rIKTt$6sddzffg*s5bM_1?4M2+3>F6Yr~UC_z)P5w>~xz>=Q^g zZ^p=6|Mf?^{ZH?^`p|Aa3vRLWJ*HsSSY_FVJ%z2ANSg}r; zed;GO1`Dr$#1)!|Bs*s!7;X^Fl^zsS_qQd014^|&YKywLs<^=h%(aiGGtK460PT5Q zIl#aphP?DPb)ZFs;7KX9u5|zTY?g1;<{MLr5d4o(32W?E@72dSb&wg?Bh1E zO@E_skM#9H`KcsgXTgP6P&E`ELP)>%3V*!vc~Mb+eedmrg>6TPSH@<{cQWU;7pBaL zPhRHa^sEWv`&NmbcHOUP_hF)d@s=wnKcSLZqKbeFY;sa$S(E->qM5hXXJI$!1*^Ouiv>C+D6p z_3`pHs&`l?;}qg<<3ciWj$@gFTEv{9A0j1xH9QhWI5_twc(LD=#(!$SQ3(S%#`@t~ z-A*+;Zm08Ccw{V7nSW}i@W=OcTNj)Pi20TGzNa%GprVAP1(}xI)qOhJiF|2oTOLK5e`at$87^#6|{x zw4VF!W({`&&6JW|7=+OZ8kho2F{-9QJ=*Kkc>m1Y-*l@(Q2@ zLLR<|Z~_CG(48P>C|>v`<~MB$g|_lr&7ri7Ddsf2Z~g8t3$qKXL=e1*icLzZS8RV? zjQb40$wY@?3I1S-0&wq>=M$)Z4nc4_ns<4k!Oc$*+s|{Qt{cx?1b-kxMS}HH6#*5u~j8c)xDgfGZCGoa?xgG%t>f@NTZQ>dD6Qd5UUlA;TFaV$TLMy%KiH5l zViWzk6a+GKk7x*__P}ua8Hj*%V-DAen^Ci4ooiv}cs~i(&eLg!x7S^|rR2IkZEm{S zb{>>ZWUDp9(Yo};%{fyi>!2SN1_;y|4i=(=*5|k4$n5kcS&wmi0d+x4G`j=(iXSHo zWp|1Rwr6KoSOTViiS7e`dlM`{n-!`#$-;PsMgRCoe_l5kJ$&FTi>gd6fHXVQDFwZd zojtI`j(c*IfwaqK&J#nK za#FEdXSSyXyn!aw>RNn}K(No6;+*1h+Ic-LAJytAB-(xKKLl%kU%F-ASS(8AKl8bP zz@))-u98C^VMVnf8~kngYw7_nSHev2q@k{)M)1bgD{In1^&HXg{mcX6!SSMR_aIaq z5?IXT9S(Kz9}iUJl&#A-y(ca6ioqA2( zolH~?SdgYD36_K0n3C_pf4)j}l)XDlsW}>E6K=jAk&_o6a&0KDuc{~qk%DZ0t89Fh zLHBf^C1()ZJw52ffZVWD#WczKfl6*w#?b=+(GqRQ<>sO;(}oSVfaT? z6S8W!lCM%Wwu}4_wjQ1&O0HT8gAe{T=Fasfqn$qN%NCFtv;VYc&9GKm^tM6er{#4~ zze;9FZ%ATR!S~EMMidX~buj!g5ES+O)0wmNwE@Dzdgb1Yv3EVQ{xUXzV_tQ6P0=}l zu8eAWj&$^Yatu>hw(b*KZFw}_=Hrg=7}3t=J3^m0m9(~D0-J34`e$5Jxc58))EDa3 zqaW(6w=?(|ItifW(J*ZSGB$LcC6k5g@4bjrx7bh2NETC7i8miWQNr<{Etk?3J+s~2 zi27hpyX0GiQh!L z$mWtJ2E2;46eBwcjhOiyoI0;n7mFY(@|m|9{LesZ;H{)o&AP;M0~7mo6$K!V#Pv>C z>Ahxu;lH%K7JiFKLi1kkMZEbMpFEV9+wXG0+ z5&xP5z12#E0C<}bKh_t;g&(us+zjzHojC+1@@yqFrzieoS$z0fn**?SQzbGiLYkoW+ubDtCVmxDWMha#_Nq!p33 zyBY7StOk1OTzWYz*Lr^M-B_O$_)Uq+D=skYV4|xP1G5LuF5^BU$nGO{22s-^%ZQ1y z7meR0k|gik!umBst0anYQZOQ~$>~CWL&7}@u@o6IR2%G6#j;8-vG2wOr@d2dop{wP zDAxeI_HzMo@#OwQuI+;!=7^q&x5ILuL!?t*Kwpgn^ufeVtL-zVckU7?_0~_lzM}%jUYB5)H;VMfOA8f2?AqB!@X;+6Q~t_)58wLLi`b{;kYjL15{5O+Tp2*?MPihTvv6U)GeLJ z)%`Nuf~|jj%1q!Q4t1o2EwX8U@)$VfnFfVCS*FRv1jID}8K|3>W7a~qvV})&&PU&Y z2)~Cmy-iqikT?p!O`&a^EoAMVny3YxRxoJM11N%wg$W+4??64KEA}+s>Z9+jFckG! z#Pw(fw4xn5V0g4Dw-%*OT9=N%T{G9pUl{nD1O`*LiW-)1h*84D@AJfeZ+4$d`LKYr zYm-9s|BOUpte;64roTB+4EgxGrp}&UEXWz}PTyJVVjDsAUAY)8m4Y2F4jdI^;(cB` z5m?gFR;Adh1`PsqM@jc&e{D|N_mP2;rB|}rw8VN|oa9C+cLKVp5+m*R@7%yCEsw}a*B0-_lwLww!~27{8>*lUk`p?1i2(q+s3!<$lK6*PDi*di zcShlNb0|2POt+D`08j9F@zjppsXl#yHUQjtbq35uuC&JWTyPSD1?*@CeYDTaiN%-vVI)g7->0oJj@742Q zs{H9anh^82kGw8_a^*CiRCxI~e_)wuNz}^+p5^d#=fzAu;*P<4uV93NKU$2%7tJuocy(5~CmupCYul;1fLWUm$A$GujEXu(9K@AF(Qa5o3hv?~P z|06F-xNSXP?wqGTr2^EKDYOAhfbsiEq161dU#tOx#OnQKCe3pNkM#vc3r#H;Qo z4rT~{kduLlFM3Xd(qzQc4`YCO$1xt$V8`R9W$utinW#d$SfZKVq3f|xN+uNqQ*a24 zFGA3p%mch7-Q1Z?3j#x2A8M0`Iv?U0A~u843Q>?7FmONDpGa7x6(38G%m4TR>WEJv z4Fxu{vs$b+KO=C1hb=^m{ZM*8W5$7=$5 zGypr{RyA#LZO26%p#{`x&WLqS>uNee`$;{A#5JLu4RF21^aAD25-=!;`fGc9vQR`s z-m;36W2qD|@DE?Qa8CVP@8Bb8nkplHg^a_OJ_~e^N0ULv6Oh9RD9p<^_rhW4L!AkK zBBE%cOCn`rAaG7iL8xJ~?EbBx&?*h~DzkQq6GJ zTZ^tq`hkFEY($*dgWdkzHm=85YF0+=0}utBu>$XH(-cpW>u^rkU^?jZ(cPdVeV6B% zu`q4Ua!!9cFu62Fqgj(Koc~ajp%GnwTUIJT5;MYQ6DK6kO)2l6FZO08Y*#&?hkVz4 zL#IqMyi3-^Qdn*-v5_9&4|oRl`)C?G_U*uV1!@iT?iK6ggJNaz{+#-z6nWkQmCtP* znT?STqp=_F+jj1Rm2YILj`3<9KkjODhL#6Wj*j@8Bs6Kf4n89GQT)w{_0|M``bMVR z>ZaZg46M8;S0NISEEl|ZJ948m!rQs8R_-#6Qxv%zMJZ|M2}-p}zgpnGWk!Vx&AvAE zFKd^F*Yl@vhB*lfPF*Hi5$y?ojs8#SO!?NYBQ@MZtBru#gIhZ}NuI1Ao+82nw7;8$ zkSSmI;1DY|iBYe|t@7rj`JDEDtwL#3+Ty8#9Fkk4A%FH7;_hJ~f#Yf}&=G*quE`#J zrN|lC&E`CQKKgxV%Xa4o;1=YZ)z(Jv+SNFCajNc!vh0y$ml6vmS12Q~vz64YY6%Kw}rCj?MUt*H6+ z;7&kW@GqqEO##0Q9MX@8?g5@Gg>OJve!qJIe?vM@P#7xa$CAxf=UkvYs275sQpQaX zqPX(JVYR8hWB2+t{1f1RgaB;^CX8DB>JH*FPWnRS7qHMf^(yLOHbKWwmg`PeWaqa#14J#hb z9tG(%q@zF^l=|{;PEj?b`$yW7{2vI-T_?==3!J9<=Z?A4?fE}{pfOyAJ)p7N_@H@d z;jWEfx^>%TA)CHie-P3o1Vl486a>Lt!H84`ofb@wJJc+3D-Iq*TuRuvtO@5L+S_dA z5&=c=f58Q>RxvvXqD1c5@hcI)%0l$vE!9X)3x*t;&ImdO`a$0VJHUH<%pG-tZXK`( zhpQ^OXwGxz{T5Y!;SMVd)h_kU-zzFo6a|-C+}PBed>Y)Kmr4`ZlXgMXdoGaIuZ&y| ze`PLEoLDL7&aU6M*>~IEsJ;*?HIL3hyOl90XYw|~umV_{R%a2Zx{=)0rj5QYgoUE* zJcgK9=+Ixap~}Jp|D4xC-2S81{8eoRzeJdp45F~Pkx>DEToA?=Cm}*UC0_TVg^~Hk zW*4)Ksn3&ZD$OZGsCIzS%wm|Wfd(Gindd}pQkaW2#fANaglDen2*p}XPBGIsmEwL^MxnSMehkOqR`)XaHHq{D{2W9)W z4WhVen&-@6Rh=NePK74c*bmbKH+z?MRI1W5^^K-cV^4BlszW$S&N<7U{MW}{21_WT zc2TEP)r-<{ku`2n34l>!_9bq1KhNPLm2p*0`PpSIVdhA=*xdB|hh5LDf+g=VP z@~9~nO0n>|FB*>p4;9N-6IBX_%e#*1ZBRhtGe%6~T?IaNMSp!)`o&U9O;tO?Xb5V_ zUS-1!>VM%jtTb7`;TJmxc`9IV`6XUEK?-Z2d6xx%I+uQll&yMxi>ca)$^kc-PHWq* zj^tuWe|H8%cT**5kN#4V6(J5svb)v1mG0rl8YoPe-8FUDmsI5__ zl{VO17ioy1^8{a?Jy_8CE%S39?7v2S;%aqoarZEoGzN@tNN>9x>nYESS;Xw_v(6A& z`g)8_p`AYJIHq6mkL9Ye0C{%KY({<;A9x+2Fem#md^DLq2 zk6B#>6iDr~Knuj;BeT^cDS;lwik`x(nD7NuAv|N{sDGfJu}fm$Bz_LJ?9}owDWifr zfATu*EEd80pGv2G{^_=+?|p)VOa782oTnE2d$E?)_m@@NX=b&@%OFvxkQR51!izVi zz)M0#bi;DBxL|9^F1oj zZ$E*F4;v~TNHY#7xoX06iy3-Zjl&eU)J?X=QYp9&Bf54-Jh}I$p%tk0pd3Z!ox^|8 zA^0Xn)`T!wtT9sCOJ`fOP7WW<&~m7j6F!iM;RFC^QqskefxqrTt4*qaI0u7be-6a# z+eC0e-N0w&k&$x?Be~)<{P}p5wls`6I%r2Y-qo2|=KXH=H3d=}=qtbP3iucT6qqqc z%Aw)m=isP}EQMi$Aqu zpgN3^$3?Hon!klS&WhIEYdS|te|*l!1-?99MUZY|2Ut9~#)HqA$px6BYaX?J#}DvW zLEpC~%ml}F^~tN^`mq%Y>C#%GcMHFHUQAvw;Gq7Q8& z-6=TbFYwL&qhXStI8>f_=SAkrd9(fBg!o~rxp>pH zPngLgevl^1bztX`9%1%~6&^#+)< zIpt;%eQ-1wr@9=dmxcKxsrC0bq5k!*_>WGT8ig+{PP_VI%3CSYuKvxXOuKD*&joVx zv<|0F?NEHD)0I=0__V$y z#U6cB2CVd!8lAnfZjRT@Xa^oUnL+E#g^@@*Vm}gSC6k0sA?L3r6RpurslGN^(=&p> z3xS%5e2Y`Pf4?Oga_Vu{+h}(IFYMAJhgMI?(Sd)~rP^@G``QuAI&oNO)>S}TFylPt zYtzN8$t!pja%k)w0e8_yXysr5>Hc>Gy;iUv253wp%6QtFo|4<9kRQFNbz*$ z499=F-91*ulig}(H%JT8>c;D*@NvSgvC09otd!CoQ2}O)lRq;u8vNGZA>}xe%l#Bcdv4KGw~- zB9aibf0!7za4hRxuea!o>N?NWqno6GJOzU*8ue`7PCV2sqjbYKZ2aXV67u$zFwi^& zuSgQHZjtd*t${gy&jTtX*YR(eQSO#1Ium|jc@oXjxl=xpC(31DTF})XDgntrZS|Yag?45WI?P=<9Hh*YRw@Tc|qk^I~aDn4E*zkTOcLi zaCyq;b|_9Re>~`e^<~}thOLhI9Qi-N(gi@_P74<~#xuf5H81@cUwc9@j2mG3Zobvy!`Q%Y;Ech4E)1$&Y^ge-=p= zPm+7C#t7P;8={4J`Lfl{{cv(R{RB{{c48N39w|(5X;UQEQd-_H$34fVSq&^J-=gAQ z%Z{SL7QNFF4%fiU+B~;3=BcnZE>roET2=SJR8=S;=Op5d-s-R<^eL)%f9#7mE0{|X z9AKFuO<~{6?%K!FHTb2FveDaJ%uq{YXb9$tIcq;}O2r0tdGt^uynN>mH2N-!qz5MJ zuh8eMilO+MNX~fz>5ZDp)^>I0ZsRBSHds<9bSCpHI|8$J0Y|j_t0o-iUw}YlXqMtf1yPD$=^XG0H>;VJL-=4nn`t*)hvVk0v*}C1#!4yw+tVB zTeB8(!^fqOKIQ5w8hsk?EWhySc|%Eu*GooygT0`*7=Ho-OJvij5~jqPFK#6kEV^Pm z4W*5T%=-lz52Ki?f1(z;j_sj@bN-WFfiCGuvgnKb!gPlZ2y(O+em7+J^FDbU>ccos-s0D;NdpB{$_f$#zY7hy1`tz2sG}!S4!^>8VKY@KV z=$2E@?0Jh>swowK8u$%A@gbJcMgmW#eNWTC5{-i8sr;?5T3L3<)izZuTz%6H;}vPv zYz&)Z`PciaNRbvkf7tBi>WPSX-Io;u45FGW4y5M7P&sqwMQ=VD{t3NUel82Mg≪ z5m;6h1x)TR?Bt( zci^_q!kY}}XtR`>|85{SMGx$YsdPlm7|?(YQF971MHgN4+g`IWC=LSI=J*dAc~gZB zuYKqy#4^AS=wezQCRoVJ{9J*1d_oYIqs?X`ZRH1a2FeI%+%Aaca>OW_WnpvN9%1#h+RI!Y(z6n74djvIr30>5dh;#>YGzsw zEued0CRVyTg6BA_e=B^Trp)H4vZbGp-JssE0@fyue=hqNtlS04Midis56J|Dgwz-c zrTStKL@c7($Qxe*52ZJk;gF5FWB+3o66Cj(|*y(2GhB{M1yhuO2_df z5;69ef6o-u%QW%ot{1ASp2Y~ol0UjN-68SnKm#EVPjU!FU?&^kn+|#s0*^7#D1?hkdDu?CAB& zc$=EYj&9xnaqci9vEKl}$yup4%Jqj%ohJT}lcm@kmS2}SgDlDU9o-S>`I5JJG8~VGZy*HW^^usk(=DAn~_Q|x&i2#zOf!=f93^d zwdMc{h+G8(EqW#^$+w~OjM2y3E@}t;6c<4IF(BL%0~D#M=p2e|xJox#(slRb>VeDt z+-N#UVO^rkc<xybXJIqZ#QO`9zK(E5=Wej`lBSl^P>BN8j$*6UA5rcYV-GZDNXv z_K6=$w1E~Z>?MQhXuT@OoZ)Iqe|bucykv##5r&hy5A>B(fH|}+I}G)-+bQO1=8qxg z_T?3qLiJ3IQs-BaBmaZbo2>U&#)u@y(kE)+CPgHn9KwBvvCP6EVhE5u+^Vf+!Qe z{fk+pD`A4;?W$~CIuG8B=6woIBLvET4L?Z2(_FV;OCf^#j)<#MAQ9vm&a9xmDb#N3 zUjg~C^~%7p{fYfYPf!-7Zi)aHv|HxvnWK$Nfl+Ml)-74B)s_C(f3(t1EXe1eXG!}n zx&*S*evK7goS=T?n1?qqYU@<)kgh-Q4>#z_bmy>Myx!Hy<5avwR7um#IEhVCB!bna zSR#m-qeQ=N*`Iz>*s5dOVd{66v^Z}f4uHE?_|5MxI@mu$>e>~=k+@0w1pW&G4NGUT z{Us!!v)ONkWK?Gt4^jK6RO%!^#${3dHR~ z6xByarcsc#WyR$#(8D|rt-xraCMU(tEXrKxlca-oF0QFVfA^e6+xO4iD&0l?h(VQ? zal8h#+9-$^EH4~fyogpXq(P}t6|=u^Q0<~siFdQZ$EPcSA~dDHJuQcJ znbS^AYNVe{zXf70F7>MH_JbU6Wn~B`PXBrRL9IR$Q>jBY`cW_fYJeVAIstFL6gmY= zY?2Q>e_N36G;=S!pFsI~p<8u|GvXsHP;RlK;Y=o$85>?!vMnhZHeK2XupW95(5xtj zA^BOeD3JBEOXzVFzggMLZx`bGgl%XAPseLw zC@hS}7*6^EToFTIq|ZH>LNCu4QS5C?f1aSq0_LlFYTVvVS-UElRD|AuV{Y+mSec2i z7_Z#lorq;{6+;uQaT2pay5LlJnw7qlYc4T~IWIr#BOKz)5celuaSQ5I@qy@Snr8DR z+nhFpAH8h@fA+(P__bNFMG+mg$l#G;C5*99@Bq!CtH8QQQcBMMmtaq+sv#{Je`wz< zpG!S}H^g^U?+j@aDX(9vPny=$-76pz zC&OA-9&YIH$3v3s{Rm=LPG@$6e>rfIRgahq3o;KV@gW$Nh<)JO!**q7@6x$=cqURR zKSQ`GSo0_FMCm64$y#1#3Bm2i*|e_U}kg_kKZeuj}Z|ACc{2@6)7{i!R?aSOshAfn+{T9Ops zPnAW8jd%g$fhR?HoXwnedesKgOXP4rdE}*>h+aEd>cR5_t#Q7{^wwuMB2uKI!Fo=M zRM+=^nSwiy;^5IW!KGo#q3h(?0n7TDRoYtzM*6#H|hHscb;OpTk%y5|PQ*eG&)Bk%krKQ>K}-U-wegLNw@0erP@# z-T1kt=xCgB)1RmHxLVitZhDz354C=K&wlLsqXivn;7fK*_0-1#&5)|Q?D=}(?-xbt z-I5UE+`LsL(2v_-f1E!bChvfDM(Gv$eYWgwMLME-=YTGYU__V_VI4=IoBU_%$O(eE z3!GaM1lIGxX*MeRA2{72fkM|fqVZbfLNVzOtn4PjIz7oH!|G-vRYdG45YTL4u%3%9 ziFoOqVc%J!(4XfP5anQwjC>eaVrdBm*1jS=$GZ!^>INsCe{mxI6>-pBf?2up*>cJZ z{Q&nB%F}n=os>03EG<0XHm2QxG9U=JPH<=*Dk<_sh;1qWCyX)Uz@sV2rub zy??iTp>U$l`{VIt-1oVJ&|!V;DK{hkUi8jXiES2Wqw=dqF~T4$_rNO9c5sjo;~g@2 z$T&^>e|X3Ak^_SrI_oX~?VTn6TL*)OUsgjP%eHlEkK@fa5qLdC4|#;AH1it`MMxtD zEE9&e*N{{D;^PU3x^hBxsvS9`l|EV7t(5BXlaNdDutDlO}-_WN%y?YBB6*ZT3vVfSmf29@J3jylXRe(R$^A-Cc!7OWNo2Dx5 z$#vR$`)EsdFA1;5rVPEy4zU_Z@8Mg9&uJ8hpINO+B%fezuE_k-r%cQrSqQ!tR936i z9dncTo|t(uG6sc0>{=4DJ2>e>IV=5~Upsr^;GVsBT+}ngp#}b55*4sKab(9^*|MJg ze^j24)fPVLB>UA(aplXG92$;{_QVbp~o?oHo>)7;S?H?kZ7SZOtl1SYv2_?6|311>SU#-h-}q#U9PeF-=;CG+lWm28?* z`>c*kE~3?SWQwb>Dia=_;!)DRKv;YQe^HItZCoObsKpZ6CXamIykZD@`_cdTC@FWjw_f7D#z z#5;;(qzg?goZwE-FJmZX!k9(~u8cy9gK$vj*d6%lth0`4Uu1&r4s$Z+f5E#3u$1c> zkX96avc;3M81VD!JFi$f!*UcS{ZIFfqeTkl;SW?C#S9vjQIA}f?^l42Z6KRO%S-N* z9$%mm35^@J&a9BAR7{vN8tA!De~$=HwRjlXbijbg8rcwE#2?>YJg&4c>&M_1xs$fc z(#EB=_WbkK=7_G#z#?A+FN8YJ`pNADmN1NOSrJ9NJCOweR9VF4*4i| zH#VRJwyEJG0N>pRX~WXbOn|fi$DsR{g0_R5w0icjS8{NlYThvIIUBe68?>`lIhi9| zlYf;!3x1;JvYS3rjf2Y5f5?g#rrRm+0|?sME8pM2A;rF~(>O=GvKcwIr2RF7LXnlg zKR=Ek5k8n0V;P7?JC5lN_eNo+0g>Pf1Eawp;kvq_9n!>@z=jZ+v=+~=bJ>ESO~8=P z-05DPV2G6@7ss!|#>F+FWNPEzE&mDxl=!W#?ceM_QR1Znx(UekuXp zp&gr066~FRj;s*%7r_@#l0x+`1GBY+r}-iB%Cb%PBxp=%hF=&pu^y?lvxWaAhASbz zrdvLk=s%0dzHxZ%SjU>`;?!xop4|Gs5Blx|`it~(`;?sOj94iGzHQu3VK?8=?V)9m zSs|jtHJ`m{I8fJwBWk-K115n_NwEOP(sn>)xQLythjBGaYc>uM%hr_tzd9~Ec_Wpv{P=bg?b@eO430$8< zCK^fGrbfYW`MS8kgqa#pMY~KCQ=Laf_G*Y6Xmt%iyjdylN88_@vZA)@xs)WzwA2%g zKeJuX8Mkxu9#zJ6#Ip|LJKQN`HX<&`k>)%!+e_=aF{@iJX;j~ZrM!f~t>FC4C z&_FDHA{ntmxZs`XIvzE&gu@($tP6KTtBV;vA!}V*7YFUzdPtHx+b_J0_H`}jo1ukC zGYV<0h(VtV8x>(KY_V#@Wf_5Y^(5x;#9tkyoyk`i{%1MaaM`e%3Dgn$yw1k-fn;Sc znLwp{e;%MA(gN+h-us=D-7p($Xq>T-oE=FG;oS1kn~mo$2GGLwCD1j)kf4D;$=9K# z(1W_Veu`qvfTn|&8-l4zh{s6vjJXy0hJrO zC^wVIy89EskFW^PEb+?}u(kUk#}8|`J9K2@6WQv{czB^^V#gul~M#%}Y_q)Qb^ z#46g+#{TFoXhux9u0xgD|#APjG>^SFLkVcIf>`?1gf(|qXgPm@~F#r6eynU?|Dh=yp+!s>8Nk98*dFi8ykIU+#gr9-t3ebVUJ zL>_%)w+@b?uwXjF8j8PU# zD?3`nI2)xK6%7H<#b=6TyHsUL z9Kw8Q_c2(M7beUGBZKGGgAFw!Q<>O%&ZUZ^ihD~Yh|DqyNm_6Ct|nfe1Y*j~#4Rfh zmAugWJpc6fP+1-2Y|=qQSs1TQQ^CA-=XG0mL5zr=>Uf(#tq`oxx~!z0iYo!_YLb*B z@gOXxu%M#fldK(Y95KA*EFyl)Um!*Xi{EN*jIiI=c?(g>hj~G8gjI}*L~uKwPN8f; zzzs?LA5I#`O_vc83=;x5G?(G=3lz5_u@6jm12#D}m*MdX6t{*c5C&)iHaR$#;qeO; zx1*5|d0GN6Fqh$F5fryF><|T00x&X{;qeO;5j8S73NK7$ZfA68G9WlHG&7eWu?-Xi zIW{#glVJoXf3cOwiiz`!sAGeb!$(%m85NGnP=h=ia> zr-UGgARr+kchG&#cJF)7&-?Je@U3^nyW(5laIokb@hLjO?ZIkr7>ZAbUr-95t)l}% zxfuDm+ryzqAwfPvu(KBwga8Qf3kwPoaBwIiz#tR^e-2Xtp}-f9$+B=H|W*>DpR}AD{_xaD)3G-5>xE%n_i;ufq?}h5Mj|5CAtE2CxUafS^tQ zxD&t_e{2pgF;X=&0;n76ndlqw@S`0Yd3kui5r1(}HZnF*=LM)J>Kdy8z^1$abrU1w z>%Yce7@EH`FF@BAjbFz>D_)!Hs2VF8Tj;9_30&s@5CV9E5lF~&*ne^3L^A{YO$}}8 zgn+yM3IO1CL7_aP1O$A1eE6NckSKmQ!kOO#fBK7`u?qwV@PQ-T0O(Hy7z+MX7%!M3 zx|}E%@NWm#?Ez>*9KbLn_}WMf{u^{hmlAD+mZSbl3|$D+wNL18bpR3!{zn)W5b~F; zw!XeLz#RmEp};T@%mJ;40-?N+0J~o@^e@o-9#K-mj{xQ?Oo9|-Z^F#n;h1V?9P ze+~5y1o`~CV<4Cp^1&aq`DfY=a2OJTL?M5B1OuEPQ1CT- zDD>E)uMWX4@AqI%Z~*YP7|rBA&|d?=EzFO;Q9S5t>j;NI{Q!<&CjtRoI0`);f876n zZr#6Psd+)6x*&Hj_y4HuztutR5UAh(%iv#%X5ee)+`4dtI|%wO41!dH_<|kvAt(oz z-(~(SzlQ>$?}Z}F843pQ35oIxiiivUMog}6927m;==B7-UU1jA_`fjp)H=Aqz(^!O zRPYxBM%U(F^wABuCJzuWR5R5ye>b}Ozvk(ewkpg4?g)W71BAuI0U!hdfA%SN7ZwpBgfPm58CsBZa@!uzLfPm@WfA%71RS?YC z9__&mjDmulP=8>ee`3Ff?mwW=H4l)72LkR3_VfZl{|1299uWw*k3Agy(EQh#pwM4p zM|H#G8Josty$Eq3>E_@hxm=$za^9!M1Y4+rS7xI@ryf5IPXXygAoX(4o% zVPNN9UpJ6Y5b}@uUk{}Rx`1%U>$eZh-0_cApi6)Np|{~bvP8ES0d|6deUV=FNbnzn zDTH?A1%q5~%fAf%d7<^M-@IQ7T=4H3{@0g*UuPo}0`3MjgE*oG>qoy^mf* z|2bbji2yLz7wkYVHw|}?4s*?T5ndUjT0BvO!vW;~Tumisu9<{Amp#!=Poq+>#tN1% z32hF^;Vgk`Ye?AyrG>)E%sIj+p+A>fQftPK9Ss!LK|wk}fAqwviX-`^{3Z``bY?@U zI$3!>Y33JMl#9O0X-#Tn0+@{KC4WR7pH`h=Tyk$G9?5uCGdgm<~Zziq7BsMR%@H&*b zyV+HBicWy1cd||IS~Cg{9tU^3kp(7(QyI}c@>~4i!5mDZVFBXH4?8Dbr`z|-B(F?T zuNV`YIy*ZMnf4jCKzg(KE^ozpvA*NL>UbX}{p#Iae}sI(MP4nPxb0L4SfB3VI2WtU zy0)pe`&RNyD$zieO=?#qZp3Ruv3*rL3scaW?Vv&T;Hm+NF*7pmL9JqXS$C$jY;%15 z9_Q(kIC4hzPfC3pOOMuHQ@hSvJ?9aziE;cASGL3jNh$Z53!%2%7S0jC~s-%iPKgV^6NR)q-!^Z+uR0xTqqLpKj($4NX zoH{m=L+!maOFcVOg}+;z!b_hzFTV^Im}^qhf)ZzXM(^FpsQ% z^;WV+(=AzJ6$QBBIKD))hDGKIZx&vE82z?Xe$OZG0V6Oupk;@ei;3=nmsTQ* zDM6EuR)3oBu7;ihPNbQAx>-I%ERBm@l`oVYmHm;y9_-0gC;2ao#FGx;_P z*%Z_2z`=g~vc|G~^q=moc@zz>2tD#{e+fY$@!`%%Lnf5w5xCOyT+7=&jH?$1l{yW` ze%Aq6gM(OK={uVQA-#2>WGOtULKurFvh6YQS)zt`ZoULu8cI>ij!7j#BcYpPB%I=G zIX^yzdQse6IK(guFCH!zBpr}oz_#LqpHjD(g!>CzDE4RZ#pfwQf4&3V zI0&NKPK@;mCyK9Uuj1;O#sWyJB3&FwKqP!&TN}^cW@gCLow!#yyXNkOR%CA{C(MjO z%EvaT@GiKhpma z>!%yyq^=kHr$v?-t!3tNw7{5qe{r1#JKNc;fbX_^#~PB%xra)W2F969+f6TN72hJ4Y zn3Z+q4|T9;F#NqzlIAV9cjcv(=$q?^kzf}o%DifYshlh)sC6p4d|>|U?5<`+0!L|V z@-339=?jOpPqz&M$%@@`J_Rgh84sh=K?Uv)2_G*MI1KPVB%S7F z>C_uth@Sg?j#c}Oz?4R*w16KZ?S}l(nNuo?NZEVw&qzA8f97@t;vhV2ubRg} z)r9BYP!KUHi#UDUr^!I)LKPNT!Ev^;SY!oo;YdIWeR$V^7ylY-Xugkd7*yb1r$lF0s?W8ErQ1I%T>) zu=<@>Mwnyb_JJdaEnsyei?mp$bq@D9lzl96itqtR=Na|le}`7ZP0Z(?HRZCwO3!&1 z{r45~S_#TjQ>_*_6xo<8%8f`S?hceAG;W!8l5ApN^u;W?8lN%Z-d1@raU!@Q7JjQ} zV-IGi#4IlF^fo$3Mnb$#2BW7Lw=4+?Uj5c458bOd&|75|WQQuQY6*dpLZ z?J6*teBiB!fAb(>z~w(5#Rtw!uj&??5A;LUOEFth_>u$9Kt}4*YJKH~y5IZP6+K$aV~~TEOnYv#C^Yz<&K%x{ zkBhZ4aRvNe8AOoU^S;pH;Tb1iIdhzS6MO{bQt;U+PD6&Qa8u6J9)zWRta!sn zE?ja<#imJ<8Q4&jaK3x5ub~7Xo@R1bKdxq9NCvX2;o0LN@9T`IamSl)u)gmLcw@Aj zbn25O+=i=cO70Y;U^GNWU9#zDOjJZ3=*?+Ne-m05n@C&`bz&E@ZmTRXrr}Ouk=GTF zcshWYXN)!QE>iUKoa27$`rT%|GG(_U#;s6OIZm0TNqv`B^RGB%e@-p3u~Gxd*XrJX zlKJ`8OL_4?K!j%jYL+kYedv(~V$={Xux++d=Y!XSEgG+!kFY7bykou5d>Z|Uo<~nQ zf7)>NP8dgn7geXddvd-!$C=c6bc{TM2sV5ty!9k|b0#??Q4u-%u=!$pYDt^M@#&fP zb5A~r;#~p_rw2PSQ8Ff#Nsm5plKxl;QQl+X&v=9?ZgsuD=#gl7PR{LL z78b$2u3Y`yk3Twy(Cf%Gn;-4ue<5tw z^}Y~Q*i&?qO;ro`j%I;R9E7$dO!-#cdDf`70KHxCL3aRIufIrX4W~>z%Dot9dRFh| z3(+!XYj1TWzd^xE!yU68UW!{LL|T{iWb*G~_kuC7=#pqw$Qujrx$ANScn zdbK+NJx94og<&$|eGw16;_kh{e^Uxbcd|=49@%p~%r6VCV;PRs4}!8VW;vshS}jAr zit>F(%E*&Q&rqlCg}%oLHQ+Ylj%qqDA`a@9>F3;iM<(HKdNlOvl1bG*qAXZXCzT}|cacZFWTaX% zIqN{}?wDhDl(EygdeYLKOJ-{c;E{)hEB1=OMAwv@2N zm1H3KWw8cr!UsRD9jD_reVvTb}H)C>Ll>ae@mU{wdkuJ7J6Iy zvbDEDLnZV(N7Jfs=;HW=9C_6@1Ie=uRS55v~P~vCCg?OrZaDJ_v*lZ z9D>0el!h(O?C;$iXEIZttqg_+b-||OP5u4N5|M)mfqm^g8udzpa%F^eFB6I=PouBK zIPBVSjJe3re}%*(7_2vxE{@ZQQWmc~3%y9te%QqpVM)7`x}V2rvK$$@D0R6G zERH4UCG;WlpRn^JCB0#Y&_;|5kn|78#KaiP z`O=UJisVRqZdlcOvfrifMg%{kxK)pfT39KU_<6T&$46u#UaH7P5(>{my};s7o=t_! z;crM9z1kDZf5#qVWY5BgX(U?WusSyg@|nNz-cbsvUw224xV9WW!+4$3ZEkB+0M7SE zdh&#iC}~BEszi)R!?$BzRu zhaNtr7Pao{^2I;is#qbeXpnO7k4u7$Zo4V?GkWjHyDea_U{bKB36teTn{zR~t-_i>Hi z(Mrekf4M?AMJhvUm<|?x44=J9;`koSV!!usOdZfur|XfH$|oV$FWD=ZWv7ctn$v4; z`DwT1r^q>Vbz_o$D|448$#Avm%F(T9ogdW4T@vyp{H_(-CcYt~$r{n&^T}+tXyr-H z2v_eF%jfd*bqYvx@i1Mmd1nz;F;7~kDFA4Oe=t-AL&QIfRSqPs8Y<4lskiKW4O=PL zw%jIl5xwKY!Re0_rjN|}_SGyEpT*Gx&=-Zpr2QK~sTT!ZS)j3c-YN ze;Mn_Dp7ykof^$&@8%aYD`L*@ZR*lq%914v^)l+5_#bV|xipqhH-6RvxICs#&^01+ zk(sh^KSXViMh(txEYpEW{#3fx!M=1JqcelHRXx0z4R2v zOwt(HUEN)cH+vV}a+3kF$4#|FGC>6Ye}n=GP87{lNIo2<<$Oi`GII~#0^8^rFnfg7 zEk(dxv_T0w<@rp9#U~!J&y1xLTLH1u{sHQoa}Q3=F8fn;ytE9~CIn?365q%C=8N6u z_}QYsAbIf6Kfm+jbft4x2N2zW1>_)7u3$I&&`ccZ$RLoPkuOo!nqnWUEg{Wo@A)ksGgW?cu-yPSu0omM>%i& z%*1AZu=1r)Ap+|i$DVYjY+c49Ec@*KfU*stXf**~K!1^5A#rQ_ zy zu`{jMzS49Js;JN}47RzNtuKt*bW3As78X23cHvJ{NqM#7+_rE(f0AgO08flsGXaz$ z;YXo3-}j}f<@ULBwz8+e!P6*u4#IA*Rpfi8_cU0kV=2S0o=^4@22jXv=%|fT62`5s z4=?-sCX_qATExV?F2!U-VqHI3rn=8YD4b$!CsXyl zze_r5$qK)MaQI~^76!h25o<-rLW3?_xmy`#t$9BsKGZ0PIt;hZ0LlC@hwBJ}aVLBv z;h0DJ8$6|!%uw{gn=k5xWn1-|^|&t9+GqY9Au4`5?GYAde^ND;53vX;8YO;+=87wi z1ue7LWSWG%V{l|)*ESl>#O&C%ZDV3hY;$6(V_O~D#>Af3wrx9^OirHnea?5zk5hH3 zy1JJ3T6h20RlC=|uC?BO)*GkNwc28Gs4dLp-e?>IN4#$(rt%s%Cp&yM!?0B!Y0B-m zIyqK7#_zJih$XlL#>a9f^p;}pkN(J?%RAJ<`YdK}EakN0wn@*no<&>q>+dRV2$*ao zz~mcw=;B+1?+8*b7-flW1+Ht0TQQ^=V!5$D7O5b(ff!dl8mj{6D*1uMge|+}9=+x( z-n_u(@Ua)g8YJ##MD|#zld@{TusaPcamoyqjrKMEtT^v9qQ>?2yv66kOOz_?F@{JZ z{5ATw;q2#Z#vABgeZApTy+ap@%^xb1!}Ej(A+e!PhyGGfhvt&krULXS`1Z= zGt%wso54ikl9MqFN_@V==f^I9VG>>KBKDT>#|~Zd+Sm=t>wxHd9RiY|T1mM%toCVC zRinwINuh;x^TF}W>XCxwU-li23w2CY45^J`u{K*RXgOMf*!7wTm(N3)r5OF4rUZ2S z6W+RooS=!tSKWu_2RxVc03?en%*+PbkiEP> z$wY`LnCMKLNg8qwHKiC{6BU|u6d%k#Uq;uVI<@cB1j#r49$_{N{Eky|w08UX*eWxX~X1A>T27qgJI89 z^668<$FV*IB~WL8=R&RIT3iiVM1#6QJU^r{%Dd8C2PB)*>HG#Qd#beYG(8X|45yLM zv1kmQb?DEvRU+EbkH|bd{y~_!QoBuMQAy;4SWsDv-Yz^rA<^Bb+UU>{w4Y7dFQpFE z;DslbksRQkSyHJGIG`?YWN~WXy zb7o8mXis_LBZX$usv*#bG3?odbuBj+l9zySEAXY{$@VS^M|pq+;v9OsPFzkeh9pD_ zk0Gudg6dmB2GGaMIRvUI_O7wj!Gx$y{(nnXf*J{G;uHM}J3uY1qfFbI^W! z57_oCS2v;iXT`Tm=CNC~i(}P`^z|%)8b2M9MWNl^^g5!vONoin)uc1eEryj)VuAEB zMp5(F{+?FjS;4|lJTp{~2gl|9f(30q=$x>NjVHcwQ5dZ^VOp5z#H5v>dN}Ia9jbd& zIb9uwG0LUR1V%OW?76fPq63p_4={3tiaw5h?!b^r`?sLsp}Ol02MvG<_P6Vg zN#2V~nVj$i+4e|>iGm@((S=w+XH#dg-1m_*%a!7n>@UFyPs7b-k3L3T3gz&)g+=Q9724(z$Igf8pk4!a}KU$yw(Z1cn0fLYWxN!aHcUaLu)M64tG1VBzSd(4YA zqd~*5%v;Q{X87Y9+Qe`8&Kc9jD%}<)yv2Fl9QPPgLQ0S3>BFq^_D51U&g(J(t<&V; zkUe4{9Dd;Tmdi^bI;Az93AQYT(%f8=3rQSMX*09xZu#k?7R3Yw#8-zP1*Yc$Im~{C zM?{6}DiI^YPosgY87|hw17I+g>EGdW#|QRg^r?uK%k-o_41eU>FZA-G(h()DSK6+6 zS>}k;cQzoiqN)JaR`E`9M=M?a%U29x_rgPlD>uWT^M8QR<&|0E1SD?9(VqKuCJGQ%N%Ye_ORG9#P_+W0Y zla>MS$o`YM$|9~z3uyjZ+vq@z;KAFYH{0LLJ=;?k`LKX;h*bX9T}8Fw>#@9gFB!@~KLZ6Bd(#Q0Fg=PRzB(lNIq48inX# z!?e5*>N*dXUEm5Yvkp$!g+g`D&tef?2E(yX?xjfaOA^ZQ%tb=jj^$93F&|iQgzOin zAhb6b9uU9=&Rp=j;*nesoj!MCg!l;EBfDuw;sf#YVHR0WFhpt4HoL7R|Fm-@&QBrF zm$dknXYp{J7209@vUxvX`Jz~LFN0YXCnVP%?RBG6E^u>`?s&p{;$4Q%L7P^%+c`J8 zM{u)CXOG1L9ULL`UCwD!IfXb2b!_qs^vFdafESfanYvwz(W6NZ6Gb_v4Kt>6ZfK$Z zljVssE8WN5{T(&P{d`ek-EARmo;UqK?=+4Xk_9_*gn`Sqy;2# z<5m@9;H|zxA2E~?&X9PPqR@^sp;|1O!Wl}5h7WfOhRI++fW=?h7xnazMl{ix;B!B$ zb6~+X-J?LM(_%+!Ggq6j5n~#h9UiKZeI_BNNo>l?g!kr$@n=}*|WN9^5` zxlJJC5AAUh0-n5BX`LjNo0D<_0`>f)F`xk5O`?HA)c4MqK_maf=8O?I7RYGw-7JxM zGu3?vU(yiWQPXJS$Ex4Q-5qdfqwVp13$f!@s~KD26pPctU5`7JmN$$c^0zEY=nig#NM50glmK~!6kpZ|+{b<^~F#l+3%fTbne2tn-zq`cU zkB^l4%#<|fQVsb}XuZFWesE@XrXaIBG-L>7_LeW`*ajj5^B2JE3qywb1rPgwP-ASY zJpVDiK(Fg!yZIf=w@V7=939v9rikaV8RWIo6M#F7L4}_Yy$rx zV#9#+N6_v21z1%?T}~!6=RvzpI!a79BNPB3(i<8K5-LCrb3pzbnv((>=LUd#aW+|` z3Ic%9cH44_A&0;rAxXYLHGJ);nTHNux)x!M|LS$S2+>HxnTl9|cHZJjBrBqjCl>al~~}wQ#g_(lS;6i}XfUvkO%x4z89z z++e&{Gw`NiEXtuRPb|T)T^anxRROrGX$r-E%CunYUL8<$sW`K7BHxe$-{(*Ie%F1@ zd5N(%aJ9f62!9_7`2Gzl5VIBNV~Dy}Ist?>g|q}i0P96zGC=2gWOZ&eM$kY2k&{M? zSb%Mj!@)=UcZ$3Oz?dWi3j0qYK#~3NQ~T>DYWN$R^<*?@H7ht>bX zuk2rb5F94#^gO4B<){lT1v+ui7ECfnHe!<4;itvXzY#OsANiU|WqD(tj2F2} z*bky7;0jNG?gs6W3uTJ<>(@SQxqOs(IsX;??(L|*dUk!3eQZYJ_xb+*xRQ_&>dSxp zmbo2DV<6^n_2p6A+xom7a(UD0_5ZQQ4?-+(q^c3?rVGvVU+x$~D=ocWOg^RCe%P#Frcz*AE|h`m z=D!g9S@$DT6?rYeBwn6_1IP+~+<>u=qzYk3-lzsGf+^)N2NOZiYvT#`>4fo73swK- z08d7CpAC{@CXN?>9mJ1CnBB4RU&$9L#?}LqAgOPwGVY)Fha*KGtW4tZ7svt(5mSYv zu?-h_p4#*g@! z_peI~>Iy<9N9tiZ^`mhWH2q{txk=;_IN~tt#}cqU5-j>uxNG#M*XiYcKX=_879DsM zV9@z|kslUZ-p8dezc|nYa znYmliYUpPRMg8s5&^NS;Vxu`1ZC|!6OSrVF-Zf&HjL78|so*+O z{`K67PPZC}Ww_DNVg9)s;|)Lk(j&O~B+)J?;@p~7cCadtzZlAuczJPU-@4@&{=%Pj zoV;ft6nIlMTz}zw?hy*KWfjnsI0$Os8JJDhV85IlTn^;$K09m9(A0Y?;4947ZQWEu zT7RLbm;(M1cd9D-2u)L(k{vptwsOWwTniy{E~w?~L>B0%As)Oq1Go%dTx@$SK-UXu zy{_A^|6)AJq5A12P^B?*gU3UhgN8y`GExYf6|}z{F=MrowPykPb;xWL{1WXnY(1RR zYl_S0SB!B}60pl z?{;yQUE8v+qBD>;WggJt*5Nfq?vZ3dc>ssVx$JU003Vy3I3q1+Gu!>_Q2x(9C#N5h zi(0AQGv6g83RnT$STQ~UqgtN14=#0(HD2EAd%$$1KEfZBl~^}l@>+y0Roq;!;MNsvMcw?lpB z2Z2X@7pD;n)-G3n?`FS#sL$>=?g;Z>&mGOF(XVdrk&(MA9+I0+3rX2X(f?DO_+(E^ zPC}u(ta1ocS1I~)-o4EzKW}`Q80H_&X2Nbr`ec5^*u{r79Gx$5+$mlq`#jU!;2n=y zmz@*ZB5b^e^329*@W>?$fk7T}ARZf-yRjDRv5j8_am^J zD&%6O>=lfMXo~&DC$%q;KM2WgCpYr-Et$c}EFK*=uwAzOAT8S}fZE7t(5y^{usny7 zGfBb%J|u77ytpQ>G)YnV~3X+qlr?XI%GU zn!#GTy$73LfSA&N%(ZoUZ>QSMC|1DK{`fKIy*#{T`0yGsZC9`!_R7h%?W^&zcr!!H zgO3YDqbI=ni0V=Cq^#H+rQhC-R2O$W2H$X?Zz5=FjZ+Qj0J@mO-31l+6Hq8ylISms z;LOsq5sdgcO~+SAeS*vtQ^?Oz>NRh}E~Y|0td&lT)H(%HWkCwA3HbFq z4U{ma+lehn)BQew0dF?-QpfYG-RnSf4DJJtD5^u?e+RD;94{+ZMwL z-4!Ql!aWF+UMsR^E7c9E48Q(z+$LNbHyBVh-=iN<>`Ru%wM0nu3|7+azWgEVXx;!$ z+go-WB~wpW@DaGo0NqUHvLPgIaR%86yVjd+aTUtik7%(Sev{QZb!+cMQe396~@RX(ODBE3?Ui zfl*&h04d-zEZOPf^{2vgypRkiaY9OmlLKH=d)z*V63r!49hqy9ldE3wyf>0Pxg41I z!{ok@rF-zi6w3Qchc0lO^>9=Vm8pB*q#}o2(Yh^@#%ee!tBh4XZWU_QL+GCgFMgDJ zq*hZ(*xHmej>2ZsiKu%}q|brz@~^$g^zKA-j`Xm(Rf&kbayS=Y7@C)>;;3d) zwhV`C&HK;0;1IdWuocRC@kF23#ajGj|A%&lV~_iNOtWKk*s<#K4JSHXS*hI*kI7Dy z7k-g~SCdM_B?#@UOD%tJY9`&WtB3J$-X}6h-~OR>%ro~PmJq`XDyEP z4{nLV`lLiV@Lpu}*m)y_iH79wydYU(jjz@&ik3dDtz1fW^EQtKk48lt+x+%q>Goe5 z9a<07xjz(x>kT@<(%#poKQeDTuAA2P!+VP18rLnJG)eR`k@bx@JYlP}3|Tgbs}J{-k(KL0t=KOp*0VWGo^T z${J0Nb8!^!(eov*-A~%bLmNNsXz@;@erQBU#UGdLCo~NTx60^Mp8S5OT7QW?_Pxg` z5G0#@!qZwb*M8W^`}@dt9_vN1EK|fIxGkZ%zOFL>%p!%Fv7pC!76f@~x*)0-aQcze zYFbbh;+q)y*kw3^wPdE8*Py(=Nty`SFV9qDGQWMeVItnqCMaD;J^=+=&%J81Eap?5LF!srW zvSu*lQD=l1O!~F!&DL1QO|PCIs}XRlU8Gn2#i+y8@LXwU-|f0xIggZ(KU8cY9tJQa ztOkBG4j>+@xoPkm_>XA8uRVoikB-U2qW|jxzRXge-fje+(j|GHl{j{E$mucSg+U#y z$xKR0e1qcULn$V(1U_cfYV=WBx^QM#f$>y`lu(9vY7?1U*Bl58&oa5l5J&T^-luBa zvyB}`cQkF(WMPa>FLwS6t(^9**?0y;uLayzP?lz9Q~hC3>F==P z9hp|QyUqX_r;E3iPw=teFB!?`($uA8*Ut`ti<~XfWF~?0F2RB)l z(zlhyzbK&52M+MrFQ-zuddW@+Oe13f30O+^PQF!PYWu`y&!v^z9$;Hc$Ucg$5BU^| zud}7Eo>Ro6@zAM^G411{IGqjpie7Y)%E*RD)lOejHbG^sUO!tN2qEz%Q#^ROH0J87 zlywbI9LL)F9x=`+CN0U)#tONWD|rhPMw+gsOY*mg6j7xzI2N|kcE_{WUW*J@ zripq~yd(dyk}7dO>t21F1b;6it<8C@ zaF%h-qTcps6hNMHb>8YGtI2L44NlZ0_~$0Rx(l*fv0|SvR@E&F8st4qk*`zv6Q1Q? zUC8oSl6ymj`ZjhLGIv+mV!a|xB`ed5{DAs?wnmU0D7N>;UhX#OP{vs0o zhdKxmhWcy(!SY2U{12@V`53j;4ua*2NcbP$rW%@#5(LYC35g0NXq0jgEdSdsYKgo< z<0pb(`EQmDRKOJi1nYn4h&zOUU>I;#&@3+i(BeS_I0py49-#t2MD&2)Ewr?NJ#YwC z_7)_1Kq&-hSPcyTvS$G_w0JT7kApL5mI448V+7Q-kg$GPK-?v0fEG-4z)#4plp@|= zDgC$rDv%(Tub-r9903y_vz0Mkd(Xu5EfP(^=QUTCg{wf0ypg<-xUn0Kxe?$a&06NIu7|`AF zrVUVn1T``Kug(aXF$XY!YP|u*EqDe1Wk`@N%hyF;kw{P=NcJzW!2GKO$eQabp4lCs z(1L0M_yY-=;r((Q+W}CaKpcYq>*{G4cm7X;V9_tvS11Y;2vhR^U8Uu#N+TqwOd5dE z;tm9iLV`x*0T`e!QK6+U2;dC~I#K?w4*JsVTCT$Yh>#!{^{;r;D8Lvbh+6wA^>r-Z z4FV*i|CRbnY-#zO2oQ$==LG#ThNnd4;ru_0QDP2GX3&fxJRQ)+e!Vqy`=0K>5eo}; zkPB8F@jVYaVinga$JmJ4dV)0^$Ve$hiJ{!Grpg zWUU;UayAkSpA0!_@LbNqHkNc1Pf3nrr92#yWYGY#Xg2t7IV`^@(8a$a;=-}+r>+YW zJMco@Q)fyi^bY_t%vDT?5S*jkpP8!GLjyWL}_TP4j4 zn7Np9Lx;yqMo$?b$+DT$Hy);&fz?8!RsCEkV6(xHvvlNx`8`FGjJ~L}*D5j2niZmw ze=m@2Lv6*FhbUQx@4r}Q0f!grhc3ws1}VcFc#O7g2!#cN`})?vUBiyvk?beThsNMZ zHB`_Py%iWV3Z9_2z}m@I5w#zzH~n@{P_O>99l;%g|S^iOFKwmw6>kbAZjdNs~z zw(r>aVB8Nuu4U$P7mgRD-?(ltWg{!(EHAYQV}8%29Hbth>f?TySUs{?&|HS?gW zB)?6Fe@&#sjyuG^8Fd`g1)FBc!yFITHAD=hbMkOutE)`6zhaLV@STJf2S6Pb*QdG#L$iwQ^H<- zcv8IDK|x3W_klRP!7Ta-zk!>2LxkQJ;II#*nFLt-tiJ1!x$OXw19iscMfZ!CBmB!L zz?fP?VMEkjeqye*xnPHu8yW4RK&CA=ytVvcda{7xdFc6mBNunuFWyp6mv zgR6@pFO##6|NWWCd7}|!L>=M;`f?1|i+zQo#HZb!W7v)lQW_Tc;jNnv(es)u%>;90 zMeURfWTkSOX#9k0x0;S4)DJ_QRKnLD!-0-k{8gEo#P>lgOoB%>Ra1*)pT~^ciL(Fu zF#Klfk#NeMrPh=BZ`B|825;Jy{ex4C`1S1H3Zdw+kM^!xfAGy6wB>mTU^&@=4>L&p zMvMlS)IoEn`WPNET=!nFvO5luQ9RMaPntoQ9tJs>bGJFA3c5&1mnA-!6rE83)b*r58_F{p{$ObNrW<{ zXb1#tX(jGIMh0!GZH>KUy}^bnqy&KD6=Pu~`IEvb)jZ7Q8?zL?@v~?U#C&L_3^OV< zL{M(#8BpkxD@RzF2`_Z%ZwLkA!jk@y{1t-a)dErXv(qO~x~1+%OWh}O`?sbrHukyq zgDa~lwu-BCj|;j#_(XKTg`6G)k;t+jf)k?B#uqwZD3vqDlLZB6^v8Q1B2a6^Y# za9kDt44$O(oRvYvz3rymbbS1rQPWsXe!y-UBR@c3H$D6h+bkd_;tglA+1q33yM-*? zd-{yrzrYzeTda(atf-6PJA16xuaAZ90q~!5T-IkA1`bb-LIu!baL-GBs^ZjVdQnjl z`R3^6v=WPm>EG?q<+`#f@S%&AGRlcJ|Mj1h<1;s*(e~|$T>`Ao$&JICz`Jj5gl(=C z{|yG(fo>y{_rd61d)iN8Ht&N|%clbB>#Irx+E&Ky6=*KIxXvoc{kyl(13TTF@x}^| z7Z~wPvfMu~eKbHh2ce8y47DeN18c!{#;ZyvH?|LFRz|zZ-)6BUYbC>4Yln`QuDu#z zhnv}zAId*9duTfrf9nr6?Ro1~n!8R`qfY)@=0j9d`9~ty`Ua>i6?Q zYYYAHxPbJqi1zBJ@K(MpEk;TxgLgtVVbxM!?oViv%+C%W?YxX`lsTAiCadu27*dV- zSv#gi?U({Xxw>+3PLE{2tzegDXU*BKNhz+wN6YA_5K@IM4<8R~wcc{qmXf|-J+#AI zA^poO5T0*G=5HPxcGgj7uh%^SvP7WX$ULY9e!k83<(}rmjPd*aV=N01YkpaKG@L16 z(<~-p1VR~L6B;Bf113)V?GH=p?&uKn+(=2=JNSrZjz1+K7Qss!Ia_=kZuOm}tIsr8ZNKYBUfFr_PeS zO8z6?9(_*yOAJitG2Bf?Fo(fm)X%~<$SE~7#2XQ|VP$@d8X7pgahT7DIj2eN z__M+G;Pxm<2bYIu)6lnTMOxz5@9?PePWSPFE=oAeyfjqb(i3U;Evoe*>0#1ih_Fm! zM;HlZggy&i)O#EMDpb6CD#xEq)5P!88Vkz9GLL-k%MUAEQGXx zy{+}b{Y3G7LL-(mkCKSv8_;FiQa7^3Q4C6cI9;Ds%&K;k&9@R-=_6|PAT%0thx4oDFElgjg&!BCe$6qZt~C)Q(RQL7bb$FOv-dCl zdWhqEGwGeE(R-(A<-|6hv`hI-rdv>y99)47y+qB?nZr%sJo5U&x_hNm&8Bhb&i(S( zld5+7GzejH_WhV@xMvZezOM_AOe%&AlASjSuc7l_WZ>Q`)9>bn()al0bHg|T>~Z^U zyjB3eX&n`A2t*)P7YaGrYKx8U!MzNcSlilQz?Ov=fOxbP5LCooVU@u zz@g4wuA6=i7!~Awbh^}{yIINx-t*afW8UnQ(T~m+aSD9%9mQx0vYkB~eVs=xtsWE1 zinZU;i;xeM1;nISuD+Sv~oLcgY}(^kSVB+a_pH? zt(<|gD_BB?VQ{H#=jihGyfFz~N5E3WQ#eUoD6C}3>cAQ?v0dFRB}NP$2wH2Y9Eme% zFdZMV8Fi{|)@h2cPG9saUSGrJ8yV{KaeFx1_moX~+^EDYg`8&qih_%8*j#{J7fwI7 z%F!!@H9-=n7x-0!zqLnvK(D6Ek3Z)s#OXM96D}q$9_fx4gr4~Y{X;iOl06&p{O(M$FD0tj7J7(-stNtB69o3KngrA_0^6_wBWOKQ46FKj!&m# zN1amYI#@X|d%zgWvR(nIo3-W4^?O$6;Zy0zP=D@*QqWhq-4~+(Mh|IIhbrxZqe#?9 zI{yvxyZi`a3fXDSGKh-`8+KHi8WQqP+`j3>Zx;ZgWrm{Zi5VI^z+LMGG2a%^f_FP0 zTm&#swHy{z`L(hcZU+~K4WE18F=sGT(0Ec)p?q>y%0=?I%Uz3ouRTP4WZswe?NvM) zylj2x_UP0Wu6y7Hf;WPvnrAu9)aBjXA6rZ_svxa-q*;HX+}pS6D(><3H3bgfD>EzQ zi&RM&1U8`~2VHE89*DT*i-n`gZK0suGFFw{R5;Q6Z6T+={A}opT|^G zbTU?)+M?7>9vzA)JL^Wyi9B6g4v)_(V&`;cE0ow*JR)TS(YLa8pCv7)3aO>*(bMU> zdCY!3OCWV(rJOKkwF0b(f@|(9fJJyjre%ywj7SE#p)vOSWeM1zLfRqcjI4^yX{)6y zzU7>`afj_gle?q8W zx!vVyD_#EuE``xe9r|W%__KEAOhs{Q)s_TZoWBl6J%?d&P;h0}!5kRLd~jtt;odWI zz#^M89U2Y2!O*^Am>f)DZr;~WF2oe9`Bx6d_J}}hMQQX9bba{DIW>p1GbJNN|H}F? z94&xAaNBidjx?;Z`NB;sXrep3qqn3_5H2973!an$bWalbq5<$Mpa>F}b}1+#3;B56 z#kE){Zq4~n@W?e^ciRqTr;d7FAT_38tJvjREphv7xmVQZTv=&S_RWrtH%`};_IC?h z%GULI%uF&9Of{T1sZ!5+yY(!VpvQ4Nq9-5Gw8^=%jZpFn{Pl6WUAUBd#tF1F2%P_e z?uWq)oGuKPSRrsT@pezT3aXw7mr6Q6MWoizEa~j}Rtx5{`K{HDPQ|pHMlgFL|Bb^# z+A3B$1DL4XM9M}b|3%kzOjU_!*OK`a=6WiIV^P`QpD{qN6Ui<`3n-yFFO~P!PJl}3 zzA)u~q)-i^&y$NdgeoG}qn?tifKKO^{}@F8%ChFOnxrO$@X|8Y0C_FF3aGjo75=C$Zq7xw2Az?dw)IpD?6V z7%G>2?fZ)lYEN=JPjn+bQ)J^~wX!z5mJfG!>#RpaLe;!|$%BJJQmkOD{;P~JN5fMI z6m9nztFntVT31auq8vB!lSWV2`D~1FE47v4y%pxc`bIO=3-_*I!-nNP0N|ZLkZ0 zK_@)JUW0v1|0+bBk6H+-TP+0!mKrBoYl27)UJOD%l@Ow)!ff`L_uiJ1Mk(acK{XXU7}en5`N?#+}|)IH}n}**`h_ zroNd}m)?mO58Ebix5`h5)_C!U4)I(Eac&~1vcyq>LnvN&@rw??c&;tSBH?|- zxvHQ|8PL#}D6noy!E77VJ$%Yj;(+)@z7bF2* z;yDTw8dccmA>Kg7fPs4gbo=9p0{FSa0yW;ikt0-_qj9j=T`<>J0^XZC3JU9cLXVdQ zvpqh|5{|Yn&RnBhcd!SLrN$D}55Y$;2B7FO-Q*@ydR0dV){ zaIu+y>p-mITgm@NzR6f8yQWLo&SI|I{bkb3`!}%8SmzW(R;**0vhjV5z*Z5cZi%%< z0lVL|r1vXio!~+N$ZCeQX10mbp-9P^XibN@-naKaDduL_QNT6h9>(UR<31nt?bxG=tt-S@#8Rh7HDUa)GR!&&(IilK!A`=9bSln1B8ypGCX# z24vU2LwAgjrt#8zuZ7fJ*mt|QKKQChKI&2a;m3YHNGYd3pruIH4zZqwT{efpIiEAT z_oh53fCUGT`q&jg$1LsK;zs^Dz#@dCMk_%W*b@Zwe{|N0*>=71gVn5}fJwmRt-|Eh z@ByKrmNG98yq+~<#$jWf@3Iz2qwX&JpjH;G3l_x2t#wW550sOrUOGm*v3Gub@6N^A z-e5u;CcToJk8iz}ymxUS;CP))t-+nlnEe`5Lf{*Sb+a&rQP}_7xMA6b>69~p!H11# z2(H1|wuqjMQ@=vyhH?+YW@jHDWhl(QXM}rrB$fBThJVv+4cg_Nzf} zRbd+`ZG6|hxDFr&^cPG&~G{v+8NTf=dGVMZTn0RhmgEbJUC?Cc<)IspFvQF7}5`Jfjk z03rz11Re#4iye+h(#px%g_x6#^Z!Pe60@>%fE>xdX@J$*diDe@sJ_d!J0@3Rwuxd+ zKZs#a$f=cn%SZk8rM=7JZ3zWiWhHO3{PaDJ-{|_g7K4i3oac=kmc?cfYS6)&oU9(& z$tvkLLY;Il+|ZD7z(vy_y_V?IzS7!zw@yt|&6=U+px~EeOmwZHqCAoK7fbxR3}XfL z(;74e><2K*I2xA|qF-qyBPp1g;*dfmUd=}6!gA_|K%o{sEWmCKGLF-t z)r%RUM1(0xo4AX_gOQ?#(+ya!JFiScmGLMqLUu#BFxYCf(TP@Z_Bc83=VBq0w#U)_zWfWb}M^e8l~hmOilW@%Hdbs6})A_cr|gx7zLRzthI(`=+k< zr}d>`=2gA9blLf~iTlG+NBWL9GgYCbrH*Kzndhudq{H>4qPObsK-G{_OZ~*ECS{XJ zwdZD{v4?>ArF_)ZQAsV&^0JHaD`PRX*#I?Ye^wQ zr_GoPy{hHc6CQC38}XA3E@Jmnaxe)+RQ#VBs~cJ4ba?mqg!MCX=hTKec%q3>Q>V?& z4Rfp8<_Hxy@@)B!y5r&JSI0}0eXM!l*7fVH%Uq*g;a_8?H$5*<>i<-*n-1dBan;RC zVUUoZ+BP37ZG?05R^Jd&zk8{v1QA^e=^88ub-(SNZY~3TyMTUO)H+KVkBip^wM1KK zQTR!s@F!6xc{&4NEDXj0E0`q2o;$e|8DYrCwL$BfSH}rDRt{K)uE$I8Kx1BOaF`Yt z$Or~BChqK}9}sAg)*Z{6*76ggc}t}j0fBahb>Dx`g*6G6Nx+2Lph6EYd9IF6p7^Iq zU8@s7%&Nmd=S?=bd=64&`5mer%sQP{#SedN)wS!k!-jc`%6V=4664xkm3_<@Hws`9F( z`T~6R)ZcjCl*O$l!m={JCd_e4oFqFFThcFmo4?_t6HabA%F`~q=YXTK0B)8rW5>J` zr{qyN>Sh)KDr~-GZb)5yC|xbQrHxnCG@?Xz&r=6;^8x=$7_nXUd?oJN@FNP}NSfO7 z({S(I`Se@|XsK!`WFYDZItr%GCQE5U8n-Nf7M!P)3cH=pdE%qQn?q4{6PARM ziw)w#?>pp>*02I~#n4?iDWx~F2A62|E3BtOi`4_z8GCuC%R?n$O4H0NbKvCZ4SPNe z^^3_FgL4P}@TN9Nx_cpf7BPM%tYn@o6?Veiz&z>CoMFi-d|>Q}g-q8gtnZKAkCQ+L z<|Ao^z#L^oX7(NKKh*Ke(qKko8SRvcpslxHz5#@!v>8?e?IYK@;(!9^vzSb!h^?et zLrp$!xh{rGTfdP_GN~;&Mh6z`~tvzJ~1Ti;Vf^_vvCr_3-iU^la$jU2i%iW;Lu|8yWH5*td5hWpe|XkU;njMGF17 zK3)<%;)JS+uA}gH^sDs_?QLx~ua%1;^<;d!q=7RZy*IR!d(RealbK$XZ`bqjM*FkC z}W%wK6H_+=?NIJ>67*ioKrUgO+D)2sM=UHhuuK577l zAK4-%DstDh-Sk6{G!wILH---nf8(fNJL^gk`u82UV#~f!$aVUWiD{T&(uPbv@hknz z8jLI61TZ7@Klh7vYbxJ1Z|~qzNNU+6pJAAxNelt(MOe95{QYbB$dzjgFL5dnYLiw! z&!6=bQq54^OpYwVP8%zfg;Oy4!L4e~knu_D$*4Ps?YlqVea_=icewL#l4*D}O)!M- zw#b8UfrkS%0BP@lS>?^75t9yZf}H8!81#(4fY#0gV818s3qzXWugs*fUK;SKX%6Xp zQg#pD7!`FEGB5LW9R!k>+X>O+V+be6Mfdj;2~uw}R|o8E(4;3yX2*|#SIKwZi?BQd zN$4Gl_!T?^i|iH6_;iPM%VF@;3m@@C))}{w^gU1m<|b(EYlluGf+T`;*oFPHIf$Xz zfro~sTu(gkR76VA2D9*%X<7$>x>dT8U&6vsPzU2}yQ^VLh!)_pX+%A|lrEPjG;1Mj z;<)_<;0ev;=hkq$%^MvmqcOK-$`5I|EwQ?wk5tqrNm4yLISt6Xl#TZK1I2YUo32w_ zK%91hvG)qr>2D*9+X3Izca1+a?jmAdK>57jqYGuak&a^XM{>(VL2HTagDJ7fzo}i% zGyiUGq8<+J))+rw6<_r@>1#^CYoN)Io-Q6|-qPJ&mE9F;u&8P@C~8!b&($YM{C4M0 zukx3VitcJugU_o&&l_QDkjc_EK?2!lwH=GnzW05)>CR^QrG(3}03yAl=FHPuV0|-h z1&FNX9C~@UNH_Q1sY=|KTPS15^FXGJ@Ug9XZ&%w5oKo+Wn<-L;bNDRAqyPaevo&yrr=6Xh@AtRQ3=Cn;(bU5db!B80D{6hvqc!icShI1&06J-7;he|~hAp~UOlddiL#2%=?M-R%he}H+ z?MrFn3rd?(I-Jtd0j13;`czSixu%~hYBksVs-kkbc?bVC0(JuTm@S~qD8bfO(Y+dzL>2VH0<(Yi==p&M-lO}A*!9<(cHous{B6WR?l z4Zj)mCCxXWb&&RhEohBsdb9zs6|D`ejdUB>j@FK*X$^uQv~IKt=`h%VHiA|r9RWMh z_M^3uj)GliGiWWOV_-MhIkaZdJs?9nkJd!G7wk(~&@-1v_k#myCA3D;gW!J&v=+1? z>673PS{CehYOkAWGq zr_t6(XTfo_YiKt}PXLxXGqmfZr@$Oq0qq*;JUETUJIFoh0(b_kjJ8U82B@sIpV7{4Q>Fcyp2Hh)(cc+n*p^&MVTs!Ix^J})nlq2YQ}$5GgOMHQm7A8 zeNYgtbkkhr51Q7fxtG47h^oN%RvI%ma9G+NUIe>EzK3)_m;n3C4d2%-6a z!&zz8+_9H+^#oUsgL!|_Q(z7#)v7K4tejJqxY*?4To=xRi{PBO3xCs~csJKjO90#E zn*Jql6D*rs`;TtE46cGz;K4O;9msmrbZMQ92XlE$}%1#FGc+F!okHb6;^Ek}6 zm<=A%Ett#WAzwE4t$Wh&n#W-thk1PEafz>+d!wRTu$jkU9*2K<9OiMD$6;Q(HxBdK zv+5#dfy{D_%nza{?0`0(KKzl3;>Y2IUWA4}A(J!!o z=S_NS;n`0;rtz4@j|0}oV?ED~>G6wapY)ie?G#LPK*b3MidfJ^)`zz6<{*+gAGWA%fg z6|?F?MVP^329Fs$X7D$_8ju-oGCXz+MJuoWm!Ad95ZF+HneDnIjeRI!i-0Wx_6e+h zV0}Zy3NO5^``CB_8&AL%0b2x26YxgB2Z4PfbX(!;@92LQ*dpMFfFlBq2>m>jPPHvW zI`i;VVD|~QBn(;M?dLQAwg_w)VbBVAz2Eh;*2D`u*U>UO!EB|OtH*eui=E+42>qd(1?0A|Qrto+B1^ov$2f7Y+4Y?X;N zMHQ>e{8CZXDwltvsLd*`EGTNX%3p3N>ac(6)ZZ1=tor6|MV(gt#|}kxYg>9=QJ1y7 zHLGZYwSD+`McvlkzouxTwcow1sK+|mKULIg9bf5Ew8=U?_`ageRvVV#@;<9A{8drE z)mDC`Xp7aJ|5(w0)qeYlqOI0B`JSR}*7^DYMcb|O!!Icsw9ZHO6b)Iu;s5g;wt9c% zT6&#r>C~;)(x+g({%%6|azf8%34ON`27Z$;xHnCL z3A4u&PJJ$6;kAUtcM_KFCtUhh!fJQIjmd;ts|n8$eX%Fu#YYJ*JxF-@p&ku$2NsR^IbzX> zF(XA6DY~fdONuU1bWxup6kXIuroJjEx=7JQiY`)gks^+KlSIldQg4x-I#P&{?l4k* zQJX=qP{~Z&PYEQ=dGU4r1$dXUH3m8)C@lgWo~41baG{3Z3>qv#S;?@ PI5jXaH3}sqMNdWwDbzlL diff --git a/semester3/numcs/parts/02_quadrature/01_equidistant-nodes.tex b/semester3/numcs/parts/02_quadrature/01_equidistant-nodes.tex index d837bcf..29bf562 100644 --- a/semester3/numcs/parts/02_quadrature/01_equidistant-nodes.tex +++ b/semester3/numcs/parts/02_quadrature/01_equidistant-nodes.tex @@ -5,3 +5,4 @@ \newsection \subsection{Äquidistante Punkte} \label{sec:equidistant-nodes} +% TODO: If it is not in the lecture notes, include table from slide 41 of TA. Really handy diff --git a/semester3/numcs/parts/02_quadrature/02_non-equidistant/00_gauss.tex b/semester3/numcs/parts/02_quadrature/02_non-equidistant/00_gauss.tex index 7c06a66..d8f8204 100644 --- a/semester3/numcs/parts/02_quadrature/02_non-equidistant/00_gauss.tex +++ b/semester3/numcs/parts/02_quadrature/02_non-equidistant/00_gauss.tex @@ -12,7 +12,7 @@ Wir möchten unsere Gewichte $b_i$ und Knoten $c_i$ so bestimmen, dass die Quadr Wir definieren die Notation $\langle M, g \rangle = \int_{0}^{1} M(t) g(t) \dx t$ (also das Skalarprodukt). \begin{theorem}[]{Ordnung der Quadraturformel} - Die Ordnung ist $s + m$ genau dann, wenn $\langle M, g \rangle = 0$ für alle Polynome $g$ mit $\deg(g) \leq m - 1$ und + Die Ordnung ist $s + m$ genau dann, wenn $\langle M, g \rangle = 0$ für alle Polynome $g$ mit $\deg(g) \leq m - 1$ und $M(t) = (t - c_1) \cdot (t - c_2) \cdot \ldots \cdot (t - c_s)$ für $s$. Also steht $M$ senkrecht zu allen $g$. \end{theorem} @@ -21,4 +21,87 @@ Wir definieren die Notation $\langle M, g \rangle = \int_{0}^{1} M(t) g(t) \dx t \fhlc{lime}{Orthogonale Polynome} -Für $I = ]a, b[$ sei $w: I \rightarrow \R$ eine stetige Gewichtsfunktion mit $w(x) > 0 \smallhspace \forall x \in I$ +Für $I = ]a, b[$ sei $w: I \rightarrow \R$ eine stetige Gewichtsfunktion mit $w(x) > 0 \smallhspace \forall x \in I$, so dass für alle $k = 0, 1, 2, \ldots$ +$\int_{a}^{b} |x|^k w(x) \dx x$ existiert. + +\begin{theorem}[]{Orthogonale Polynome} + Im Raum $V = \{ f: I \rightarrow \R \text{ stetig}, \int_{a}^{b} |f(x)|^2 w(x) \dx x \text{ existiert} \}$ existiert eine eindeutige Folge von Polynomen + $p_0, p_1, \ldots$ mit $p_k(x) = x^k + P(x)$ mit $\deg(P(x)) \leq k - 1$ für $k \geq 0$, so dass $p_k \perp \text{span}\{ p_0, p_1, \ldots, p_{k - 1} \}$. Sie können mit der + \bi{3-Term-Rekursion} gebaut werden: + \begin{align*} + p_{k + 1}(x) = (x - \beta_{k + 1}) \cdot p_k(x) - \gamma_k p_{k - 1}(x) + \end{align*} + mit $p_0(x) = 1$, $p_{- 1}(x) = 0$, $\beta_{k + 1} = \frac{\langle x \cdot p_k, p_k \rangle}{\langle p_k, p_k \rangle}$ + und $\beta_{k + 1} = \frac{\langle p_k, p_k \rangle}{\langle p_{k - 1}, p_{k - 1} \rangle}$, + wobei hier $\langle f, g \rangle = \int_{a}^{b} f(x) g(x) w(x) \dx x$ + das Skalarprodukt ist. +\end{theorem} + +\fancyex{Legendre-Polynome} sind definiert für $w(x) = 1$, $a = -1$ und $b = 1$ (sie sind orthogonal): +\begin{align*} + p_0(x) & = 1 & p_1(x) & = x \\ + p_2(x) & = \frac{1}{2}(3x^2 - 1) & p_3(x) & = \frac{1}{2}(5x^3 - 3x) +\end{align*} +Die Normierung der Legendre-Polynome ist nicht standardisiert + +\innumpy können wir mit +\texttt{scipy.special.eval\_legendre} und \texttt{scipy.special.legendre} diese Polynome berechnen und mit +\texttt{scipy.special.roots\_legendre} die Knoten berechnen + +\fancyex{Hermite-Polynome} sind definiert für $w(x) = e^{-x^2}$, $a = -\infty$ und $b = \infty$: +\begin{align*} + p_0(x) & = 1 & p_1(x) & = 2x \\ + p_2(x) & = 4x^2 - 2 & p_3(x) & = 8x^3 - 12x +\end{align*} + +\stepLabelNumber{all} +\inlineremark Aus Theorem \ref{all:5-5-3} folgt direkt, dass $c_1, c_2, \ldots, c_s$ die Nullstellen von $p_s$ sind. + +\setLabelNumber{all}{11} +\fancyremark{Knoten und Fehler der Gauss-Quadratur} +\begin{itemize} + \item Gauss-Knoten sind nicht äquidistant. + \item Gauss-Knoten sind nicht verschachtelt (was er damit meint ist, dass wir sie nicht mit DnQ verwenden können \textemdash + Wir können also nicht für eine Quadratur höherer Ordnung die Knotenpunkte der Gauss-Quadratur tieferer Ordnung verwenden) + \item Die Gauss-Quadratur ist offen (da die Endpunkte des Intervalls keine Knoten sind) + \item Bei der \bi{Radau-Quadratur} fixiert man ein Ende als Randknoten, und man hat nun Ordnung $2s - 1$. + Die Berechnung ist ansonsten gleich, bis auf den Fakt, dass wir nur noch $(s - 1)$ Knoten haben ($1$ bis und mit $s - 1$).\\ + Sie können mit \texttt{scipy.special.roots\_jacobi(s - 1, alpha=1, beta=0)} berechnet werden. + \item Bei der \bi{Lobatto-Quadratur} fixiert man gleich beide Enden als Randknoten, und man hat Ordnung $2s - 2$ und wir haben die Knoten $c_2, \ldots, c_{s - 1}$ + \item Die Lombatto- und Radau-Quadratur werden häufig bei der Lösung gewöhnlicher DGL verwendet. +\end{itemize} +Der Fehler der Gauss-Quadratur ist: +\rmvspace +\begin{align*} + \int_{a}^{b} f(x) \dx x - \sum_{j = 1}^{s} b_j \cdot f(c_j) = \frac{b - a}{(2s)!} f^{(2s)}(z) \text{ mit } z \in [a, b] +\end{align*} + +\drmvspace +Und eine obere Schranke für den Fehler ist dann +\rmvspace +\begin{align*} + \left| \int_{a}^{b} f(x) \dx x - \sum_{k = 1}^{N} G_s(f, x_{k - 1, x_k})\right| \leq c \cdot h^{2s} \max_{z \in [a, b]}|f^{(2s)}(z)| +\end{align*} + +\drmvspace +wobei $c \in \R$ eine Konstante ist und $h = b - a$ die Grösse des Intervalls ist. + +\setLabelNumber{all}{14} +\fancyremark{Gewichte der Gauss-Legendre-Quadratur} Für die Knoten $c_1, \ldots, c_s$ und den entsprechenden Lagrange-Polynomen $l_1, \ldots, l_s$ +mit $\deg(l_i) = s - 1 \ \forall i \in \{ 1, \ldots, s \}$. +Die zugehörige Quadraturformel ist exakt für Polynome $2s - 1$-ten Grades. Die Gewichte sind: +\begin{align*} + b_i = \int_{0}^{1} l_i(t)^2 \dx t +\end{align*} + +% Yeah, there is *no way* we would have figured that out... and he even provides a proof for it... yikes... +\inlinetheorem Die Gewichte der Gauss-Legendre-Quadraturformel sind positiv. + +% TODO: Consider adding code +\begin{tables}{cccc}{Algorithmus & Laufzeit & Genauigkeit Knoten & Genauigkeit Gewichte} + GW (1969) & $\tco{s^3}$ / $\tco{s^2}$ & $\tco{1}$ & $\tco{s^2}$ \\ + Bogaert-Townsend & $\tco{s}$ & $\tco{1}$ & $\tco{1}$ \\ + CC ($2s$ Knoten) & $\tco{s \log(s)}$ & $\tco{1}$ & $\tco{1}$ \\ +\end{tables} +Die Gauss-Quadratur ist in der Messtechnik nicht besonders geeignet, da wir die zugrundeliegende Funktion nicht im Vorhinein kennen und die Kosten für die Anpassung der Ordnung +aufgrund fehlender Verschachtelbarkeit sehr hoch sind (wir müssen alle vorigen Berechnungen komplett neu machen)