From e5e474b74a9e920cee165ad49c934efa247f7f5d Mon Sep 17 00:00:00 2001 From: zachary62 Date: Thu, 13 Mar 2025 18:36:16 -0400 Subject: [PATCH] update agent --- assets/agent.png | Bin 66859 -> 70396 bytes docs/design_pattern/agent.md | 57 ++++++++++++++++++++--------------- 2 files changed, 33 insertions(+), 24 deletions(-) diff --git a/assets/agent.png b/assets/agent.png index c07c0dc6ee2b64cab8895cedf77d054d2debeb5e..63f4507b552a02aa13fc17f87cc1acaa15cc2456 100644 GIT binary patch literal 70396 zcmce;c{G-78$EnWC{rXuGL)i{%pnmWG7Fhgrl`o&UiK0X@G|42uoX4?`z4viO80cv*(R0&NC=@2mLu!T; z3Uw=mvWj&LEnZ2YAL79OQF$6_s8DiSdA{Kvs~r#M9-vSPVi*=|Xz=f~Zimc0DHP^9 z@;|Bu*GKjg%JO|pwFAap)?=T&y>uMwXeahbM84qD7E}#3tT<>8cZk!v#6qa^IwCIb4J{%M8MFFY>aMvS%(8`{$uVwjX*BumUdI!K*Ti2h zKFhW8NEu1gl#GxX+28gx_3gK_n+5*+xz008qxRp=v>2`9e=nx1h|96DuKciHu1O4E z`FX^`*!sV}3_0#5^xt0!uMU!8Wi`KZ&5Jh6CueqNZryoDFYHT0%$J-ey|s<8 zTVrqE7Isy^w;o*i#w??94+l!1N}BT92fD-W?fYNF@8Xg@!_#_aU)bWmzgu_gSYvK( zK6L_bFkVA$rcl`1+gr|ka5W|M%;%?%j#WLcSiA9%re@9OXBX++=62~WjlXeFP3`!C!2C<6GuIeX-hKC217XR%q&E_*GL9 z3oC2v+A()>b?#qYGWC?XQ&ZX>=x%Ct6-}dO7f#i?Bk$(!ZsUYM5T;tWZ|=#-$;Orz z8p`y~?kC1GuKpAKR5H$;fxkXKtE;P{#&dG&DU=*@{L_i^PQVF!-|Wg@7=$@MNCZJ zS{IM8K+ZS`%b{}SjHvomo`_=si|lPm%L?fk8FwEwm_K~GMMj2W%a$#Nw6x+(waJ2d zj-y<1VCjEEUD*~4No0DYM;Z_=Y z$~_O?*J7tApE@N>z6Ku>;j*~6DB;>$VcR0n*4p~AHiV(TrjAx~?%EdBiKgv$tDBlM z4fSw^Cp*9BsHvF@AZliRKIx-Sc;(M3SNi-J(v94`Z{MZ^2M$d9{VOKfzpA>c$g$&z z>#^p$O2@_~6Lv+7tfu6cMCmInzH@d8T{^9QOPor|u~lTcoNvEh_`-spcY)LL(qfta zqI{`qpJ=XC%Ju6(P1m<;t4LAQ4jvq6Pg9MP+>6k@8?dy|+S*z@Z6oDF-m#ecd~s#| z){*AKpcgOHyrl#L(jBj^#8hof5Z&a&fGVZB+qLRwc8Z?SdN#I>O5Y0^KX2WZaf!sk z=+CQKQn9raxXQElGV50LLni6gl|Fk;wA^;sp!a%kFOBca*a3U{dtN=oCyi$R{j2Ni zf)h8M0>FwF(QdjtudhHb{O)YD3Oc-#Hx=Atvqa7J>=P3pT z27$XROK_>0Zk-Z^!YzB|ij2#r#-t6FxL|4S=zBW%4F{f$KUaNn=CeVX3eAmOrpyS* zTM~A(t;u_Xb{ajX?wGv$r1{aK9U_*cI+7aYA}MV1du#TcA7hERc=2L^T?4b<(%i`G z!tb`p_ol}N-enq%zI_74ii*Os-_LBpD%bG7R@|41|7HfF#GbRn z`2PJB-COA!)xargRh?t`0@9K1SN!F#=Sg2<&O zPh=$}C0RCYVi+~mTb>)aD;Tp?K)~k%S8_yn;~=k+KhN5=YXkQyJS{83EhZ%;ZA!j# zr`|3gAb?!siIFb(y?brOIt!3uSVja~JM#~`*=51ew)SFph2NYcCDm_kY7H|p#|STj zuxaj1%Ou0w=duoS>nhIpLek6sEbn^l$u@qys&EP-3X4%nI$- zer-t#TV5DZq68v~B=J~WoEbCs`}5v3PLf=~zn@Q>-rQTefu833yUd{H7yqR@wxt}> z(@W^_!s`)31;~|c+$&kSI60ZexvP+d(%;`t5(Q`ZEfbq!iySW6T_)LU0s@u=!Y(o# z`&;tSnwnyN;=~~Gv+YH5h3yn%fdQ;2g`%&oUokrv73XsxUib(JvUl0$Y!o*nRI3WF z!@Z2{ZJv7gYEIRMZ#7r_iDch(EirNJsOtFarv+SmLY26WxbuTGel+t?AUji zsO4Ccys-1EEWJOMoSB(5c$ydU| z*G!g~=2^$tjN>8_0#~+~g^$nEiqQysgZtrJl;P`j3B!1JVg3Ebt*ZQa+yADY|J7rj zEfzHrEF$;gth^3#*D?RO`%TtPs79?}GWGTK2dx%yMtEo>XJu`Y$a>vUY!eeOAA8?BUx1JU%2&&VW{IqT23mOHxf6 z*Aoa4dr)eOMi=$Azb0t%t-g|GE%&r%@Y^?USory42q?e`HWWI%zEY|(H8D~BTC9q3 zbmSi`E$!f^lGAZAmwS4woV!bzupb5|zTnes=cm8LS$CpX+~T5TqS)BjaETwMAPTmI z9!BQcs&Vzu%#mD_`I?L+bBSjvA@qU%eIx(=j%$B^`}VD%L*Daw;iu<*2%X&e$fD#i z*Q30n&xFd$4;P)#ot>MDXuv+3o&6FsIn(XBb=$Vps8$4BSd^S{C>}YNB;(Tm>z61W zfRQ;p-JJyvaa3iRIqXOY{{=5^_kx`p=ta!(DU0)eRLebvDQs=uMn}U%k3LOBiG6e= ziv#}|{Q9QY7nHEU^kbC%@82V_=-j(4idkN-c9=}QE~LBuZzvz|Q>k;8fce=he6id4 z^Xk^tDcdT1yu6OTPS_on)_3ycN#we9hK7a)l|JX3`=0ZPRZLtq3z(a7nEvr`-QK-> zcN}}J@O*K`^6Y5)f$W<}ioP-^HtQ&6&(80Ddj6;Ihm$21&9@{}3zyHj>!c`bxX8NF%hvF*+sJE|{H(@oSeh=pev%AV=rA_%73 zbA)m+#sx`TFIn!AY8dkXYHykM?+5l?lfL7XVF+FBKST7d2KW9Q?~B2`XV}(9-jZ?Q zURYRg8*SfW@8Cc+Kky!yZ7}j(djS9G57`pjwm*@6P+rJ4KQb>83T50Vkf?2yWwP7& zkpUG@swlwl$K_&001h#f{3uSbm-rf8=3}B)?`z*21S;T&IVaES|L>XMT3y+J8}gX1q`A zBnr^cE4=$S#w-7(l)2qZZr{~g?&+9qQKH53ba(r=vt@1rs}vLz=#RE*=iAoPi&&Mh zFmQ-eW5KrP(NYi{bO3L17k=>o7gHz*4}x}M0k~qfY6!^6a-KPJrnA6~E+t^ed(Ma? zL(i3DxaX`qFWLC_?rpnw?_T(Do8n)d+p?}#r-olgIqclIlfYg)>PuuBHD22iawg(N zV&YEGr^ATS@9(oXKRuUAnck~Q<9KPnbKkywoTmj(4gB%_RX!5={`n61JIvS|gDkUg z@?I00k%nn0qg_SYaqA}OAHxtkCv6CLE;I5bt!=vzC3$SJV-c~H_{lZtWtgMI4|93xt zC2nqR6v~U2FY)dVL3HcfzP%BgoW+W*S+k}ZZ=<@HzcdiWPf8iZ>0|Dl&IFSEBuE2g z{)m=|JJlq|g0d3OXj7(yI5Lryyaqxzw>eZT&TN|h^CN6@)Jep;g6r7DKkO8O7IZ$^H$~Y;od3gu8QqVGR8yicDXcI;|nJMoDQ|L2!+iE9br@ku6Bsyk`&lw{PF@#jk5>sCf6CfAP03AO_K<{hf!GSHgSB z{#}--{tC#BAh0N0#0)Vj5wPTkx>WJE*Vm~tKdmC7KI`Z+8Ix?YOUT3Yxw*M$mu~I5 zAc{6*i>np@dMwXbv`E&6a0$j7!HSu$<9BT*Tei?_Wg+mgT1dZv3tqv`|JNp!w6lk| ztXv&wP3db^!i{{@N~`$)!$;O0c=-0)P>9-n-HeVySL3zr4!NI}*I_PkE!EvXNpkgE(KQS|tV7k)QC&niyGg8Xj zztE;ueU%QOx}8Ex>*ymeFff2mx^`pjcCmOZ2k94~ZR=XK*8&NPi>2ZUTgLwsq)@z@)#L+5a9Ei3 z_Xs|^ASrfBXXospTa_*38|@<)pJc>cSYlCR#?_P#4cSk6&d98M>3u`t__zs?yJrp= z8-NA_%1XDpp+Un?W91_?8K0y{R$Tq>YD7+z zSa>uqPLNA&jKgDWdZ*Ir`CvOjRPcn{v6WkBG~7t*$oz5T#d=%0iu%{Dwg2~75ptE+ zv;axjqXr^B{rU0n|9rhb-M5g?k40*N_4u5Zb1V0vX0K0{{J(9`$UX5i{=awT-?}`o zih*33TEf+VL@jE9aLEtZGMQ$OOzwMU=#OkY^q2QKqP83s7qoj^?<#SqiiI8iK6_k+mh%XL{YqxZjn@+7q(yg!pQM-lIs$cDK7K8I@D%$5Z7WyyN?F4tIP(Tc zMO0K))^FxvWwj~&*d=aU^yELDjQmP-_3G8(cawgcld)2`(rrL4i8VF{^wL^dNOg#CHuu{0+1guhQb+xi)UQt>_ zg~Fug8CCF5_?bZqptIiR`j^2$x7i7sf(7(~lqYE`pDD1fwqHkRW9zvkV3>LjwD$S` zU12um<51cg@=FAo1kbUjXEm*vWMyT&S1yw^R@c@|sEFQjA?p8JcqNK&5pGtO*;V3* z`pOsEXCWvIutgI%**~$ZY)kuyxa-%4531E;*+L}W|7Z@WS-E(N#yp4rw$#qeo0UD9 zT^^B_!y8kuM`MkJ*+It8QGi%0DsHd5Zd=fhs1+2X_wa2KL&VU`SXWScyMf@JB2>k5{gRU7|ag44kzg;fr#|)OrOi#Rjus} zHB*Y@wB+fY`Y+B;rK_;dEQGv|by%tPC^W271}D9oxpanq4*BvVo!%8-byE0bxX4Lg zPpv7b_z01(gOg9i%n4bMPm$b{US-B5#rCg0G?#|EEsvNnI8MK<1~6 z{knN5LBA}>Z}7!hJjO^@nc5a!F)^_-vC2rc+k>y(MW?G-t{Apnpkx^)9BC15u={H8;YHe@63i<-iq2E z)JHc&UcH(yBx(8lYRTh%9!^d=KzWKXO4BN8>S0|FxavxGcgo9K@F-GU3};@mrhn58 zY*(hq-@mU)+tmb>_C`{E~&oG)FbmQ>3?H#wpcXPA1Bu}l&>HjV@ zt;4DR$B$inp6|AG$=B^&z}KXurA-N$Gz|t7xfO!d^|ke?Wu1s7xN@G0xsBAyN1BD3 zLbry3!OQkveLth3`VH2Cib74@#eUx~0=WVih%&#W8+&@qx^*{YfhGkQuqdLTUjqXv zp(hG=0VRY-L|jtOi0x4>G~xLCCEFy6m4~PKnWz27;7oc{VD9Kp#Wuu%NwwQy%d5%T ze1+`gPmg<-j`EG*0atf-C#5Bh-A1^msH)cQZ3}(9gpwFb$f@o~tRv zo&CV1yG5_48E*h-d-?Jz(75~;e)YtfcCWr~xO3?)fkD}2BvT}8!ACLDjJXKS-!#nJ zu>E?J*o%(*xGNbz^cB zH)kO4NM<>G)IB=o4oI|~r{}b-osAeZZ1Y#%P>3L3#n_@Iv{7`y+3R`}x0$^gc(BrE z*LBhB0P3-@vxof0!yoPqj{F8LZAu_XU|OE6=P;{$Ab{V{5jFevA0j>Wg&Z6klXHF^ z^s_=whIYLMEH`0sL15Uty0O!&)On-)g-#v&~o6MF5$YJ z#{2j0kCPXe4-M<3-O2fU|Lv&~Idq4;{{LKxPk&_o{k28a z&@k>^^s{IC(B{yYnwk7{CAlG}k9eITE$T+ek74 zEI1bLV^u(aa+UBF#J{31N$EI z{(R}Z-i{7d@Hcg7s$u!3KZ-)Yp#^&oCu8hKSUAouh29p@*YYO)`7t(TY zCSSjPJ;$T@nexN8HZ8aJAnDei#k^wDaNga$2Gq3s(t>wzNJ!e@4D~pl^ti`Fh9VU! zWsBv;y_&`!vcJiH7`!Z%Jw|iG7dj2-=N)1%v+|xtqS5LfYP!y)=u>=j=32siFs7f5 z#whmPARShe`0%xG=NPR1>F>E>q8b_+j68BIKR=Za_G#$7F+CdnP`u++lnY-Sz+9{Y z(EF5tKwQDg(`Hc&t(5++Uxma9xm#OXCw~79%J@h3S?iHy5_JCaY)r~32f&rajtAOw-X0bRCc?b-vz#v4GFZ*$RU zYHX~Aj#1#)#)s!d7ZDKw@?+|R{qXWJa`%n&+c%_o?;G8yU^=R=lQi+ zg1(J`Q&bIv8=>SuW*p)(GDNgD#PDm3wBG4>cEPndc`qB<*;??59fc0sAXn%i<1OV& zx+99Mo}Fi+>cjhN4mxeAI|fhcCXneBd+uUtuXk2 zmym^mO^;nXVt6wtX_qLUjMv0*q90=A;$#kXfXE&zYU>{#cP-{DHc&!K49&6Btg;w4 zv|TS*x$pVK0nmzbPVXPH@1GmGZcFzeY#sj~1QxTR6HH%Q?~n}U%{DYNbZa584MHaZ ze4v3p;D#v`1;sE1p(?Ov&k<{a2<=(37v&R1PZpFe??RSvIS5KI-~0Co9{ICtpm^Ri zCC|_6@8=60C8te!l>95qwwPwUw*|<;cSW0hczW(MS~v16S4hb!wEqIjn@cQqgXamQ zqNeR{PL!HD)l(I~500xIoQ`hjQ3{&)xZXe5K?2g!#tOf{BqfNLUj_kx9BiQ3lQX=h z-ai)nKwbUq?L!GHO;4q-si7#+@m_RWoS%~X|Nc6P=cM_{!_%|ic+Dy=FE4}@FStAZ z0#{ly`O}}4S72}>w}hM$4G5rGP%rLNLz-8(Bx;>lvmn$!-m-%xT6SSP<(}RdJnha3 z?;R;9{+QQWD0 zvrdu>(~&HbgHBF6h?pjs4_PM_Ol+XP-tY8-Q4^ybTjk{CZMzB`%%1!0C5aLbq^7NH zo$hVvSOw%(>-D$U>1psN*{q)XZPe7%EQ88J%gD94R9{O=lKv$KDlkCol#6*!2L2}A zzD*ym6@u&%sn{?fSg(W|47o?2g$imXgf|#H)H?`-vw=S3-W}yMgZ}c7l_()CTzqc3`g2r&;ytI%{J-%kiR0CjPVJuzDM z1LAM}7ybQns}+5wuN6~m&h1=;bg@NR`rTN|D#{^!eGOD?veNj5FDPubce1jwh6*}5 zIvQWSS|5`WTXN?t?#VfEf%|H>bI?IrN8dO1G}#DK&+k8*W_BLp5L6A_H^0#Pbe5dH z>6Hv|2V`2txgQ@;JTAq=tou}aGN|PA$5rzw-4Sft)4^fVwoSz#D<1l^8+>tI#Z+X) zMi9P)a8C5S2rfOt<_$4c`0>)w(J^k4VLbBKIJWpYoE~x>L*ZTv5Yz0y`U=&R1_e=b z?>QCBdCafl(G&ArpFiIZX=~R3MY!R*D9R{c1teuC`CCa!FG3)LAfm*`N6^x=mzPx1 zBm3-c>TE$pG;SUqwaDvf=&uX0`?Y55u0}_*k5FWt+LgyPJ`Y&lj{>`*U@EzMlD@9^ zgp%*tw_m|;mW9$kG7^Rbe3e9*&wuXw_l#y&rqRO}IS*IUhp0&EJau@TfMtj+mKa9) zh?^^iOfUX@(w_$+f`*%0KG*F{(oPf*??}4rD9^Lw0n1S!S*hmhI|jdeacDcP2$^bD zXr&c2ekmd;XZgcc1EF1O=~@|r-2Nqu-+#vk;jUF7DqFh#wz)Yt0Vj5LniU*1GvgwX zA|gOrhRJlthLw*#`s}>T?8JbO@0k*d969}R$jMxCZmCT+Z4fSQNjYBa5dQcz^z=tC zpbHh6*M$acZQ5!9PC_7VQP10qf|#u*=8g}hSth!L%3Y|V+SAVp)ffr5PN=cSv-{SS z2vOIf)cNH5J9}rU1%ir7A|oSfA+KD!bt`-=o6zz4NOssc;$@}2y}7TwhJk@C25Yc+ zX7DR2+}5qslxuhI#()}-gVH?Oo+jtNAQu-GckRZFVC)6R(#wq_SnQtBH@ z>A34RwN^nl+G9Oiii$`Tm}2@!HusnituuzJ%Zo&+Z0g9(j(*g&}+LQ+!SNhDxYI zPM?Z1?`5Z^Qb6OFBIFx zm6IKqb3O93&z#oG7h9_7B@XHGp6Ce%^-LqSDF-Y2eo37pqM^2_=mBVWv_pr%?>(cO39 zmvniKkvp;Pzy>8%{>T*jYT|oV-l}=)5ya~tBwXoz8x(f!Vj#L4GA|S4bO2KWp7hV@ z2N_Tp^p;p6;BBylKrr|hdx`xD_a3dDx85+u_DV}xc5UYJXN>;SNo8VsnE<4tO-5#)Kms+1h?ee1yB%z$DjYx zD|CwA0{MjSPZJXpEU#;8YbWk5FVJmOzoLBT&>9sL74egAww)d8WQDl3o?vH~Yy<=a zX@GXUrbk&*$7`TX%AIJwWwT*|7gC9RBMXnB&jtXK8}H8j{KO8)di8Wv@aJ+*jcnh= zKOcz}O;Ij7(bAr8qgs%=1K=b>J-QYp`DzFQXF4wLglaKFPCVmqthepg=0w|PP?oD< zU!V{kA@RD)RTL1PnX$E_eM8yaPFED4Yod|tD7uau0p*_tPMCUavC7~BL9{k_yIF;o z1R6{oQ6cRRbZ}(>%g-x1ADA1B#033vZ}^uG3nu|#X&8)RZ>VR~KWEzeY)%;#;v76|RfU5vV>8L9wRI`+`-VdTos{fO2sINx}-GC;+3lBx`oW3fI zV%YNSsRx1t0%#Aw&jmG)2{aH)M(@VbPbCN|D1cpMh0LaW{CFy%{u<8!Gj4^Z0kWWN zOtAwvQS1Jj6M1%!Y{5Pjocm!y3@;&iE&ovO1dW)QNItefq*4Nrb?s2%r-Wph@HTuv zcw}Upsrj}UIm?ZpOh8c+(~R2%pyVhkD=Trger4y*d@4w>v!fX?S5%~?)1IQpJTiL7 z3_yD%yE@Zg2VSK>S=%ZvKc5(Ug7V0$KmeuHIQ#AagFI`+Z0kzyx=^N~r|m@7TtYMLj>2N+arpy9}qrCka~CbM-vwvz@U(- zXctEv%~vF@vBOSIkIJ4$sAsTJpLKH+4`Wh#FgE5aVqUl!UN1Ggg3>Xh+YYxG=^J2| zI*77JfFd;=b9GCLZtsoeN2Ylx72zV+(0nd!-<61)?uRW%6=H6CmZ=!JDem3GDye4w z0}O9^dO8aW%VzV<#yKW+0LmZ$AQ{9pT$6xh1JF{$qIeCEoQj#*tqwh5G!8GqS+}|Y z;gbafGLL&_)P!{~w^rk5M4OC|VD0z5kf&#*vEcK;Z^ZlI{$M zp8-)gqq3>Y_phk`+%TuNMDNAFM`4L%sal%f1>omcyo*6G5pDLXsK!<1&i{F0eGEaJ zfxrW~c0gG<@E)f;D5kNHuU1ZPADiSv0?}k3Can&YTzQvcX^MLauSsmAHG9kFh4pH? zJRtrHuD1+pr@Hd?+7Bjz4rOwQdmclBMcTWlX%3@lukW}b0Q_60+~3#VfN=qBVv=hW z0WV>)oO}AaD)qyLMn-5K*CGFJa*4W;kPr$R5mAe=_Ym~|Nx;eC8h&jlik(G{>%cdd z4cU#w8)gt|7GmaMa5=>F%7rWaXNXE#H7t7KwlCIb&eesjV?~2S zfb;OHczvGLzkmOp{CuG=4H%YqayUfH0?~;auMVVg`uubc>AptK%ForkdI6IWafDH- zL30sT1MHL8mQR@B%OdGsVCz=ajT<9~1+cHLZ>TK~j?{%&_p{&L(BO?P$@imyAplpb zYC#ek^3OY0dV_Bubad48Z>nd2(1d=P+_WyudUi9Y8g>=2vpPCgI&5vl3v%KWo5M^{ zR^Ze?K@R2EZE@&3YA9(ti(R@o&@I=Z6Vu{xD=I9UKxbuF8@#r$wKc(XE4(6XLORv( z&kY?B8vgp#7Az5f7In|(&w~7Ul`}}kod#po^YCmc_)M>Xk)?(>RSgU_yIuw(I5aY% z{R(*HL+()qxbmRmANrm;ZhluOVE_K*h2ORTV)ouVX9X8ei`ktj;YJz9bCQ(zW{oul z|4uT-&z~;R6^+*{azb%`9v+gmc6OHxx!$LNPGuDUYT$el2Yr_)M~62dln2-MW-#_; zMgH?Q?EGix{y^q)r7tHPGfy?(*6)i75ork8DdDXuPW%04^UXehKhQ~*V+~lCq{F5H%3n2l_W~;VBg6ZV zHByH@Kfkz%lvS*Jg%&*Dg3i4a8}YyjE9fb1|JSGlBK9Tx3=)VavT78PJb+AjiFF07 zYI~`RWmDU2lr04C@tVstv~8zuqkSRa4)*ELD{xfdparQYxQWZChFagpQGh@O4x-nj zo3_lmIREV-`joihA{ofw;Fm*|mPFPDNyW175|PV#e+nA0(g&WLH$tnOwj4*_8g;Jr z;FTv&o^*y@N&-RE=sL#1;jtmt8#dUV zuXn-ffeqRKfJRLrECCph(Y~sxvQaa2by`|xo^VKJ>EJGje~0*yd>;fXEdK2y6~=9G z{#*fgtW!?!9elBp%S48J^M2-YsX@W8jkZ@Uh&5 z)e)ooQw&T4v^NBUPmJO=%j8hUkT{gl3GmlmgPy$xDLKmX75rYW{O;;P-Jb{DjrNZY z_>}x=oZ*AlbJ;!bI!%Z-6Kt;B#d+xmdUxnKIXN{Kah(!pM-4J6@6v47Pk8|-NV(`_ z4cf(6IKIokBG+o~4Y6a^){GS5mcnaXw?Rmf^a10V?Z@1s#2+ky<`bL}g#uk7|KwYt zp|4+GrF^@a_6^KN;L_LX`Y28+3c4E2w6u-$cXtvFYi43X+1`Ge^~FC&h%>pp>I`Ce zL-(4k(~O`pT85ayuwtNm+IC1&S3l|V-*r{s-ov^6Ug{I|pLC60r zAFaN%x4wu5fCKevXvYQy2f2H1CLTOA5FJ0qdgdB;+!NMYyPgPzEGmg)GuKx{SiSS4 zT)Q&mwZ4ANzggmsuUKRzgU+P^V^;6P1jZxL_fsp}<{81xud> z7-zwsl;ea%tnyb(?K9aWFV8LZd^Y`_uAUxqC^N6{+_N#HO3;O-qvGxe4aigOvu6>Y z1$Z6+3$Kz?024tqc%fZ9{7{cq!kD4;uF^UXW1vFQVevOBImIq&RTj8KHFUF-l#%lY z;u=1;Nn+zy_wp)xKO=8x8BaCbJcwW%I)aZnVw2_M0y+7%Sk}Ayb6{ zRo_TnHKhY$H<76sk`=KMk7pKdm|1?8-#T&n!Gi~bSWQ4Ime-6lt5+-EH%wgI|8u7t z!#)2Ifta`gbuPSP*BVZmj531jDAt$9dDJ0MU$9tqvFVufX? zvxN8cpJ>fVvtwUCrXmQ8jXQ6V!vQy+#LTbH3>zfZng0U2O_<&KADJWrf!s`x-NjMY z-}6wP-*37@V-{BY`gYu%9f7${AF?-ch*@8O=W*5i+)N0Q5KEv=07?+;=|10^M(Jqv zpw!gO8J>HmFTv^4pSa8?J+GMD65;@Ojfs}6;^GF@4r*lwj_cQKoIhBF$cXIo|Hsr` z#f-Le^|az!bUn4`h^Z)`QV*!8Ts|Dm0s9!aUZJ2L=n5xm==l4Id)93{MbYY|G5Jlqml zKT%Ff8v;GTGksX``^UUv4H!w-#T?NG$`DlRHt+qXA&6cD&G(Rb%w zdY6YA#~P&!o;KF|0j+~O z#(r2tZm(P;cIsXD&Idm3Iy-;;HR=3okUYZj>DIp_NuJWvXNDrT=uz*qtle`bS?~(q z`dSa0fbClM4aaOmMNc!gVkf*LkOC7>I(PS1sx6BFPXIi4W?Pl7r?lr-%8DF&&Vvnn zGx%s)STX8?S-FScfBXj3V*adbpC232)69Tj>6F;C?Qq9J@BpZ{mOEZyTAY3P-%sLgNF-!s?hWR+-F_8qd>u z^b}0 zM8HJsZhgjwH(cdc5*3|iXJI)${cjJ?($StDhvy7jY~;?N#~Rj+I*SH@kxN{;&?^yT zm*`$Z+j+xLSl+GZJM#i&^=yxK4@zhpqb!dkg&)$pZbS54ZuN3d zQ2h~?mddODY5AlTfDl^dwzZDNoMFobje`fb07uxnv7PxuM?+)&^LuN8(2gC4JVbiN zZdA=Uz#h06y)XJCvJ2JJf)6`!_$1ib+On{**==|{R^!>G7zU&e(Xftx|BK+YZ0(rw zfgG}GlkAxn*csdS$$!AyM*tMr{I*UgY1JD17q{)dSyWWiY3Bp_Z|qYELrk~pb`dVR zi*84YomfGp5gHMB6#>TUTD4fpbsNJr67GX)O)|!$=K&^rVOO3c>w4RYMK2fN+iN)9 z^u-r&jMJkX)IYsT{3arS;r{2>yT;;uPYP9xb$)|?>v7h$MeKxV& zz{M2~8-u2KvVYVr;lzmvH>lr<7k|Q}#LCV6Dpf~DlPk?m_{Cb;8_p+9FFV$}o8JKB zCF4{1`ZCK648RfXB-CMU+-S|~+UNr|FD_MjxVfz`89-iIub_DO&wtxaL`J)pS7QCh ze>}S|&JkuoP5AN2;hV>_LOEcP)>h{y+plV2D$2`hJy7Zm#^q(mG5z1ZMS!y(KvP_Y z#9aRr(8U(CCEzhVNmcHrv*2S;@s(p+zkZw2^}V1{2*h|&u^uB!T!s~cY3ZMerMc~R;#{kvj+ZSDU=FIecYvq`XeY6y4v#inbxz7G z4~MD|XD6wj(f6SFU9$VA@68b9!*P2rs(m=bm&&AiUA(!or$rFI@8G&)r}O#V4i{pq zOchz?JI<02(m@B8iNeQ?MB5}zE=Y*g9R)+IX~?>y^F#~_=GBr(0i=Cu3NU>zh&x*( z={RdsRcM4nOeT#lF@3<|3>GhNsa!{wT6_o;3S!NKaRO65>osz}ot1a~{Pc+5{!!KZ ze%vh40==xb;GY5_MN4ti`p6C_ar`r5hhh$ zO-;eXB$-R;EI!G0qBZ$siK^jfQ&U*`$>wJBZJ7WVv-9)Ze^wpfzeV;lH@C%C&L?UK z>TB8`aAeUlGXu=XwMhtWuId71GGW}h>j4MNhRYt1@<7VG$X}3t&VTv{xFy1wkmd`M zBA3ChWq?}8WWt`g0j$eLsS}$qYl(TOgt6DonBVb%V4w=PMRies26lo01SgumE&nkB zgYDyJNQiZWq$z|DjE-eTjzFc%w{Kcs0SUM;Z>nv^1k9lzhWNI1eKa5CJp-2cxUJj_ zriMgkN@Y)f&{=;f%JA8F7b3)mG4s} zyl1c9Z(VnZ!d<4hjaiwDZtnRFXORmkez)$!EalURS0ZQwuJG(#kLK;s;f&CVPonG> zBxvi{SKmE5tYRr3!YtIRTEbb|wmbjH-Ku-dIXa@vi$e#ubyN+FaGEs=w|}S=mxjge zp^TPJMn`z}$lUC#LecNrC8EqT#mS1k92hkg>-a&YiV0Ip)SlDQXZLR3u92(_@zxuo zxt||JTLH#GNG%H}hVh6Q)DBz@HK;)%nZDeh=VMb+nC}~!XVY|1`Y~$(L5P4}i$QBw z?aewr@)Kyz?9OfIvM_#ZteI>I=)ULdj}J_$p^P;^of4ethY#)02-DQcm1q?JJyu1j$Eg% z*n$tn*71H&DWUd3<<>uub!`t!oE`+M`Pa27FeWDE-qk~`aEgEztKZ~WaS1n^h8aFD zC<+^I{0tx1TgNRfr$k%VPUij=FkKqwV}xnVUav1q#5EHe8ymM*8S_EcL^NIVZcCpO z5R?3Yo>SGrf_rJ}=B4S3GM+Vx2DFEJSFB~|;fN$k~-<=#%IG{@#^hE-vYD;}nV zH%t9lhFRXzCwyaQ2JO$uP*K({835bO*=uIyFoWG*V5hM%E!v)X$&3%m9By6f(;Fqs z@)NqwUCNh2CNevoU-TsrYxF>;21Shp%{DwWWR!;AZ{pI?)jJ0S>iO!fWe$9rjzKrj zRNywLuO{dytN`2ltz_B*%W-`@+XM>Fqdt=&O%BdL+zi6cS3kL zlFr`TU2-}M7x*eF+U(O0Wx=idDw@mLYecG2Z??VPmL3P!tNL42^uu1gJA)PPdXCLG zZZC8oW%B^E*2CERlV)iK|8sOf6=)!X*rWcZ(EN3lxo>6Wk=vZG=j5AvW{O?t#LzKT zLu+K^;0Pske4pFM$OxH_B=j>12C*2ekn$K1mz0u<1tklhzUk;$r3i?&*!M|1GIy?D z-`eUzjL>C)7RWfnK$3B>u*DtU4dfOKZl2KmU^VKn45Ul;HtOG4$?TwOHt@NZYpJKg zU~c5=CBHR0|DF&M=0)L!aKaJ;UvkGNv#(>`_(3&$ey-%Z2KTk%`v(UvL!P6Ckw4Hs z=BaG27d3EB4fv(}|CzP^2OtTK0YD=>RQtNc6zP+39k04Wf#v?+sopRZ(~;*M!}Pu0 zBfLcMD~u~i&d9J!>!X|Q(4{skaToK*@P7?Ng{R}qG#NoLhDTLT7AZ#3m z8c#50WKU$O^f5Z^+V(~UnOmI+yEbp82*+y~s;k9_p{?|I9vu}`^f)Qop#@VB3(1v} zYWAl^MCB~Izn@x_W3r3ZrUtNB96%O~7cIF}7?}!SJir)pqzf5O2e(}N_N~#BnJP4W zG6O1MQ@h&U(eZUwEY3b43OsyTQ^FL&0Jno%M|v|c{53QbjAJE8n_~9#>`pS+1R1Gm z(_OGFb(d)v2>ixi_Hqqc)L~sUfMLQ@QH~=p%Fh41T@mpJ7?G&llvG%a*3i>m&iJAf zkU~68P(Ze+<|!&Fg5hOgYVx>0Cx6YMe^6?9y~#iJ9p&tdhZC>0UAPKk^E)=y!;?g< zgBD}f#jt}2x&X04Vlvuk2FEe|HV+b@7cCf9G<1mCp2?W3) zbsKk18?)rd?23-#-jk0|$$<1$|6iM{}#?FL2DQDT+}rLwvzG2xP{eOyIhjINx8CH{(9Npk%~7 z_Gd)qU~jj`-55=^`>Ol<%yUeNE*xod8;TjA@16m3V=T}bCZ>9|}Ca1WD|x;)nwfU#90 zjKU4=MJ&f+=j}AgG#>3N*osZOeW%z}xI~+1RBROe5u=cCV=Kx!A>Ifl{yhq)pm|aA z#>@}pgoa+#Vw*fp-=v6F30n8#l0AoHbI0NkD)_j7_KKHpZmruf`g-j$eiVqlzbQ$vG|qpVEbn^l z<>jg3PS2Pa_`DYu;BywXoU$GPFZ*miT}Rbe`NKPp?q&a6j;f~_!In2$V7W;S5%~Q0 z5#bLI)97RchsmYF(AvCTPZZ;)0Bak3oe`SRUk~&>yRZ(bQW@GcN-8ScBlDsM_o4x< z$>AZvp`lu(?dv(j8GviyMIMp}kyz-mEIAbd+~1T$p^y_J(1mI%oQI-ev1b7cq3ycz zqN3kyu9HV@z47N2iBP0-)K)T8*qz+1Gd*4KvD|IOZ);k9hnLzm2i=bzNY^fxph`iL zo&=2^<#~xAo+Vp-Xjk;bPB%EJN24-e9#&=amJgub_Zr1CSC#mdE?fk+vNj z*HC@nbGlhPyRf{xJTtHt`*DWOqxN21$Ow1+=QXYFKO=S`mM_!OXW@d~EGT%8hc@Rw z4@m~!$#Nmx+sEOD#ZfcT8+nd-53>U*7q+|HrvLYxhJbL00mJnnTAG>?7799gy>>2< zCRqnTY(s@Qeg0q88!z6*DYI^-m^T9B?`>SAI^J&W`)Izj96PpdnKs<{CP^qY?Qa36 zw7zak`Xr!bKmb0ZI%t2KuR%$MUFf^`ajZ8cF)=YbCWelYF961XD}0LF@YLDvgPej5 z$0O%PK~5LGrh`GYGBPF$J#X6XsFkW`8fz`}ZCnZ{zA)n>#iqc?79YOnXoCfID&eB9XNMkr z_ZhW+7txK0#VSnZ;k|puAx6ucAG=ktmjEF&C(2dBZhHXgyum}W=Y7lnBEP>}@C^-g$at1&ryb#aI%EEt=QwzRb;s|xxzHJ+YBBXOG zaCzx(Rp4{S{fdf5o&U)(R#hR5a)+F!$esJXAvNGL?sZq5%r|#yIsxsPgEiqPyXyu% zg}8Jan#p+dLq(ua50>BEi@`=@QXZVAf@teCYa9QcSaO_Oz&z@k&;U2mj3@&+o#dGq ziclS@tWNIWQ8G!Ow7eiitZ(En8(jILOQ>02Fywo4x&mRu32ujjlb<>eeR>pT>0EnX zppl#;h#Oh=C0K8$E^8^ozJMG*3E3qoM$vof-fX$mVZ}G?Vdrfe&KRjaBP9dJ3sIDj z5ecuMc@g`@exsKu{|Sv;mX5ar!^499XWA;W`}dl^_$?XhQrOt<{O#3EF)`)?qM1k! zcG%s6-#;SY;I6u4A7cY=PE*AwMB72AU#v0O!dtdbLB>@;o0JrV!0bmk3EW@yI>?jk|6qpvPT4vJ>ADm#0UvqD zQL}rg-&ToKvfUHu`rW2yZ1~|U@9X{rF5x4Ox0&yLb}x%t*5%WN(;su$IiFz~?ddi- zYH|p`3KueO(*XGM0;;3V%#BsmfG1=|1kZyX4r3sN^&=D|IQfv$yNbMiPc%yFCkAyg zjmeQ8hWcvyVK(|%ieW-1P1eWgd>6|j#;AgR+u;NYnC>d5MpY+ZbHh+Pvjh(^IbhzC{JKe%$iyb0;2FybH?Vj=!-qM+t~OeUErLECWv@DRQsjQhXnJ&c(W z&FWV;^y$VRBDjwL95Lk?%hC=TQ zMQVz2*#t|~^5S>^4DGNP$MJQOqqX$!?jM{)o^zCWp`xVLJJITY{=5t!nsNTqp%ht= zQsh(vFOeNTKVBL&zfR{U;3LDR;p=uu{Ed?|&qZZpoe$FW^~Ay5lS$}m&^T_;ZyKzb za#1hg&0T}Fy>b~oA|Ic~0Sn?yCeRG$7@_m)tn_`-k#33behH0vU}$LdD0LqaFY(c9 z?yCXZ6706z_}DmeJxL#kt3$6~awMJH0^}YH#_T>DTL@OIAAzHB_N=ruYJ}!z;)2D= zTs)tjo~y%djedT$2Tx{OT@_R1{P!#}!J~eKYm50GD+7)^>W(7&*%NiWC*DGB0AtV0 zzu#&!dT;u68@aYbhG0xZ2*FZ^4!A7-M)X3`YFt!~-GUODXUZ>e&m9)UBDy0wE=7c!p zdjGn-tn4^4^R7e(>2HiX8T1$hCOntklQMpoS*k>OI_t~=2@=XqS$NKjz97A`~V%Swg6}Jd;vzAvW?=`v}FKAD6I}dk+Fl^ zWENaNfck^i!`xzb`&U(CbK});Ij;s?XKu~7ZrwU>)_6%@-p4J=K`+N9d3Fa=tY5EZ z*Bhl2KJa`9L_;BV$FMRMb^!$iD{D11A3RdHT3;aFVZ_d%m9I`<@wJ=36o!_Yi(ayB zL`@B`b_}H!cpDslqdZbFwgAN*W@CNpD}V~b%Q0mu>;MXYqtvFssD@^K&HQOI2-jeG zXXM!u(@e53-M(7yB-SGeX^=3Or)nV1Y?e`2K*g z(4yLV3CAj;ePinjuEE&`>QKU?urbXQ&bzr?d-wLbww@k2+lO`i`paOuYhZdH^Xjs@ zNipkvG3zS&jQa2~b2tg)qH9pjtX(EW;vIE=84N3$tQ^-O%|LgC%Hu>@kc!Pr?rv)mUhY<$@R4@|@pVWvM2QmV?Ne3l> z&}3u1m7DOKaFWi{gAl_V8wlly$)G?u$fOlGE}ls=CalRg*8q9GAFUNUlf4E1 z4_og6)^p$fjeluSik5~5EorDU6cUwaq0E%h4yB0}S?$tJDbf%TX^04E4@y==l7=L! zRFcN?I&=O0|L1v*=RWS^xR3jCsqgpmd5`matyAm)u4i(2fILSVC<;XgwlY?K+$xFu zLz?41nF!h&xChunaGl@1*K*89aqwaP&mxgujD&%>$0=|`5xDElk8L~#tn<o=jka&Xp zMSP?9-9ohx-4Ggp7tsaHi|$`(q_T|zaw6X-IDu)T9#LP^mV$5^8B%e#W&a*o~L@j z>`sDBwEkeA1}n5xH$shzO#y19v(pks2bR%($1JVZF69KkAMlTF4xC30K)fKYY&njs z|Ad&peo^|wLQ!;m zym+kr3FLX=!=Qx9VPfO}IJZ19B!r9*5vPm(6PSXTAY9+&;V?fi5wft5U5e+@#fukj z-nyH5EeG#Z>xWXVP3h3y&g6ieTY>^@wF;Ax^K{6;noK_I#b93K=H@5Qk@%7;r9_UT=CwrmS zw>!<3w@D#x&lr7o-o>!6IY23vc*}B6l;eov;0~OzcMo%1%>uUOe7wGYQUT`6Q@(hf zd0#%Z1}^j*d{?(icTe`Vdl`TcjX?%Mq>_f3L-kjf^r0(FW;+)&4&=nys+sD&y&yXN zOiNSTY*IJ-)sH5p2;p)~XQa|BtP)wU;NUScPei|jxonY+uao@#i9hIHVCHS;X7irH zG7YLx7r=C7KAga`iIFyTa+1>zXFaNa{&$J7@$msLoCxAtNZ6euzV;Y=#<1#%kNg~i zb+f(1TaxK7pnt{VW1f0Rsi}+CO$=?v3NSXAqz)6vPBpG)27`zmbkq{g9E%{rCV66{ zHVhch1KZl!5ef?$Cc5zaoY}LbMmQfphQI->8ia$)420G)lk^AVeUFjzh1*eLL*-w- z8AB+nCd)g<&EdCLCdJigzn2D{Hm)Wyi+Xmuz^Q~+u@)H`eO>i+U5`X029zHK-r<^@ ziz*mW79)%5vW~q)_kM`IDf@D!VErh|B{jF16f%?I7kWe7IW@3aLr>#-*XP=#F=6R1 zzn8An^@=UL`}4QBV9GZowR&xF29Z+03Su~#PPBET;1NOeydRqEL1|L`lNjny?!!PF zHt5nsaCTHuPey5{aOjgg5-`jR26)=j2q4CJA<^i8O9+sQ-d0zurGIg>#PrHZt1X70 zfV%hTM+Kp6tVSDFEhWc-yR6Lbe6;KNtX{N1p+6pg?`wH<{K0!?C8(VirhFSd;$@EO z3jf9TQn-I9Ua6#A>dWdgvgfn=bq!2n9?O|=)(1LCs@1bS{*04;;8*&jn$d(?qVS~S z;S)*Oz3Z3uBy{Tiuw_5HCd2MoTfe-*Z=Ylt`OuI3)}zHgf7SiwQvJPp!K9qKPDQK| z$GH&^a6o8qHzAj{^tlFjBD)xC?D!Xuc6-Qkf4?`em07k7AAnf<_5Kw-Hhe7t4Co zC&uy@(8$%hO z0nXe26jqsX49fVV!U+;XP6nFVO1eQ_7|18R=da!2qB@l3jS`Dg*_q~tAwWSqM3Pq< z^b6F1<4<_&yB}6Fo?kN-BixRPGu(3(gJ{#Bx7eKj_9%84K|AQP^9&CI9V1C?W!K$y zAM$r)*joGoqf!y@3g8$u*D#E1&iNnxoJg_!{YYN%&G-SPxQVck5vpfU%zwzAib0d>f+{|xp(@_w~M zUrQvV$B@(cyrw;pSINxj<#f*Pn(CQ?iH2_oB_DBBiVXf5w(}On361n1WB~Apytp0J zOdv3*%pnBX<%0-;7_Ipdh;wyPRc2ZbZj0=M6t{@(J3emb&AszsSE*!w22xWu!;74D zdTI|*)1R39<1o;IvlH$K-pH_(xCo%3(zbA_cy+yHCOiVMW=9{QZH@W(Jy6Eud=XC8 zuW&h&khYD5t*82viGT4a$&sFF(gUWsMPx(XWCDZO0>=L-yI8^;yQ9d9V$VNk0r zlUpLX{4tzewx?tnf~ro5#*szp0`e9W_uAhBBat4Kf?lk!F%+1wR%6N3Ekx?bV zSXACarFYMx_go2ED`Wf1beJZErh{{H5dMMWQPX_EmROSZqG2|MsKt9ei0_4quDFB& zjVv&3EL;wuab-mauY^Yi!V!07B%@PnJN1zx8p&x@ zc;w5DaV%3ca4Ppb`%G*d10OA$1bR4V4Y{~T>hY1J+CLr7a|Hp09T^xUYy=UjnGwsO z!XO25Wf$(L3*%#_!KjM@Ph>sCVQ&jX2(zA4I#hh+7{{c9PLd_}f z)8RGh>S?fQ3920AgIHhgyId=_nfLYrs4)mmT#nDakW`2(6eQ2XJdbmz1AdwKA#tYl zz!V}*-x~Mk2#S^AV<$HumAL?=DBRi#>w@wk^uz zd`570F{+iBN(q+JxL8mExwKhHwy%2;t&ZCIQwe1RpwL1~rkJCVj{Q>1xuJ-(Va^3MULfwJV zAr+oy_0g}hf!iVIM2KZ0gjca)HXz7#+)F?yBay?%WF!+ejvJJRdZzd}WctWReHMkH z2WCWZ5n%0n53YVFFV}W=`tC+7EVSJfU08SSn{y*#B8!$lH9&_4uUEAF8sdlNX^wAe z6WF6*SI0Mw6kgPB(_lO~-eB1d7}-Q~(-fAtbC+|aPD2-dor%kvMNgGwFh?Lo;(cZftYQpsb6 zQ!A#U?TUc_xw&4P%Q^qC)2C#qmQGP1(wTD-K0deobFjwtA{?5`*woX4vO&7%@lqug z!OY8*GPg+)c7`@b%VMV}pl+oFk2sDe3a+#b&NRHaOH55o5GPPnoPeaf z{5&vG1l3XQv}p~E1&E2i`|#mILcN2l0}iy86ld-p$IjM;SORN%@Oa+5g=!Rtu>^@I zLPA3Hm&rDRHy`SJ@J&t#F3$OH=TJ`m^66xAQSoKVY_NfKJpusyo`SRlXp$z>ZDb6J zd;i$~L-)9)Hh39$t|`NL8>mt5JKTQ`wy+1JKaans3Ev1>4gEUgPm^7Tl1n9b7rg27 zL}%ZUZ#M@P)etB&(xFPmktB#SRJORO1Dra6u%D45vJie*ztNvszCD}-{XwGEDS80f z8I>;&ReK<-5p+MecIV(hSVL~E zTYeR0`0&7uyRn%l7Xadl=kQYL?K4JbQ#eElWw;WUSUD6Pu-{#J#f0(#wrcf?*J`sj5x?4z11nSw} zb+zyTRzj7`1Zz1S@A*+0C_r&5t*t_+kYb##L8>D0cWH9xr%!own^VSmMD>Q3}2WeuLxyatDVEkF8Nt>p<1M3ERA9Cl53R zqi~2*1OSa71aM@84tR+}gD?wOMLE>G&a|nW0(o)-? zXD7b)#V0+iJ4>FbcMv@1+|J%1&An(*1o_JLXqV9%>7cnGI2$N8DE3!&st#^^=t1xa zK-FDu>cag3Lk1emiy!{u5 z$`y&AHF)sk4rosetpu?thCE!VqG5{ZHo8;;Qzseh*DvP53)uVlL~RyaM%F;sMn5IH z5YLif;f4x|4t8p4-(qQeRj+S^6O$EydN}Tu4k%4G;iir#E0lu_G;r@t)~`R!nHi`r zI(yN^@A;d{%WcYwP{ZigF)qi-MCPrmgs2QwQ``jd!$@|xRC(v%YoDCb9hf*mJ=lYz z-+=AS1m7UOn9>LUdqUl3+XVF<(R&oNgg(9kErz{7T5G#o#XRm-CaTc(4xSt=6qpUt zJ}@^|9tjY|Qs)*aac}~hRDOFQq~;Bq#<$au*czM*33i%+``lCxscLMETRl$Q2I>jD zE#MVk-KCU?1M4z6nmnK3gWkWcb{?1fd{3Gy^t8Ud9B0+fR)1A9=a~&05F;9YfXwAtq1wI)GnE8POQ8YS8vy`+usWYvaA80} z7oJFGo}Y`osF?sTYV{RgN;Y5Vh0l`YHzX!^dRxc_02k^`02Z@gxc`Ye%Lb}wB)|xe zl8-RS)YJO400W;s+8XtZBCl^ac%?~lq@Gwn=nXIL_MADD;o%%G&QY*~Ag<8ue?_vp zv0(xsQCgy*vFQ1f5qTbUW%e*Sb zcgoAqw*Kt!B97YTi51DqN?^Fct#-8$9Tv`_wtL5SRsN zeUYZJ5dj1gf{mz_ojJe3rBIBIqE3#uIPNQw}!#hqZiY1Rqj zGOnS~|E`C;>S735VyeMK)B7ZmI4%nD?2H(Mf5jYFW1CEi*&a$wy)q9ddz%!>@+Idz z2Ov5qsS5y`&M=4xtYF=1d;3MG|HETVQu)iXGH^S6B>I(%N~jludvKJKQRivkVNo-l zg$tcLFYU#?_DxRB!;8j!%`|prfrU?>#L$=5bI8pM;gc(pw&*?sFb5fl`3x*{RHlcrMww4Wak={%5gf>P>Kqy6Z5t<8{ zdqDAIB_UR)7J3HCT;$?z4aPwk`;e5wWPwIF&`HP&21J?iEkr-MmEB(T`EIg8PORoJ zQ&;_A)Rr#ZWN2GqW zwG7i;(!hdad;m6x%%i{GA6Ux?W&z&+@k9Q*o+bkADBh(#+;C5xH47Qi7?g~HPb21H zB8z_Q2~=)klXDpq#73Mfp19lrgT}eIIa-yW0LS?nD{$hCBgE;bbZ3`#jPJljOjHRP zilRpp%SA%yGw|k@CQn_BFqp#Jst%HL>+GpGVGZ;X#_uO+$D`898 zw)Y7QodV03f0UI$uJZp}tl~XGPOjHfxm(wo-7i%t5jNTy3G$T6KIA9NM9WL_atMJ8 zw3kjGLA-gf`=Ip=Pt;m&d)ZABfW5%lq-|j?3lhC#RQ>m{6^|efuL~0i!_T2LDI~N! zsR1*y_I2O(_3@!;6RP!a3p@7gJ_PH!Ivkdv)tKg$zc64}OV0=!C>&E# zJ0EdefPjjn5?QF5Z-VZl4cVzW8V%qm5n;e}HNy|rFLm!FLP->_Mp+78Wg-sR;LKs0 z5y6RM3`NL@su>rR1L}bPaD3Wp7wBI(eg3=vERNzmff_Ht30gP8*Vm@>%}QvsrxexR zuRIz$3~kjz*&E(a@;r(s$;ND4dLR#Vdzbl)aRlMz?-NGDx&90*XZJI4G=z#6*hA51 z&l_DL5l(^1S>oHH$+1IzxW*jYOVkkvQHf9X=MUw4VgyMPbO3+~spNS>-A4<*$#7 zjpaQtHE|3@Zk1#7rLx&(hvxI2?RlcEtQ>da9gl`s(ZUp#PjA9IjMmg+u*LsB^Mm}S z;AcoNO`kR9h%kIpr(nhr{x(XXK=h?xDNPG;vUTh)DNlPS)6a&-K>{Xrt` z49Gu%{#A2fi!Pw&nmKbOyq0H5OG~egOvFqe^Djs@| z1O$Tmn{&k!6}jnkpv-}QBwWh_ew#cL41S{@gCw<;hMw%D)JXaa){aL3(V~dRqrorW z2&o6eh0Y-|u~q&PnrHqWiTD3NCB z_yD#ly`(gXP{BN-8vI4T;FV}cdMbG!(u)(Ixm<*jK?zlP2sD65O|l+3I;3rEwvc^` zm4{(T=g>lQfp}t^L=k~*y7k&`O=)SeamBQIyw@_fRkWr#2JGgB}Ucu4`t+F1(hLZ$U*`K2&AB>B|?_IuCAU%90=I9aNu?y z0S;Ax9E!kY5c+NLTCbBxsRGj+YKJBgXn+>V#s5c|Cto{rpmuJ6Dn+4ygFW>8izRqo z-M?|#{x%fdORB;>pAas95|rL5(mP>5jvDot^DDJSdRLBAyA#sIVqQ@^2A1(O3Z0Ps z`XIeqd;doeSWqegK$Z%GH+H{18PZG+5}avjK10_s7cuz29)hZ=sjrXSO>P!a(B6F> zy>jZe|I{o7!~(MtR_tRZ^w+ZS%{0P`#Tiq2A35V0?NRw4)oH&I1ArwKyIWZCtEv5- ztgAh!iaM`9MP_HG#Z8^9T8VqDr4VTDZkQmCd`{BLVUv($Bk9{W74z)l07-FZB7&+E zZ^RfVsGb@59>|RWu!ik3(=SRb9_ZXi0Z^mOf9qP5G%m``d-e;~%pf$4 zemagEMrnQh9O9Y!!I>N!EG9UDZ4k-b1hpZ{SbD|5H)!e+8e{Ba^W~Ekn$_?}%NUT> z3L+eYVj^?P=#7j>ZU@^>R%DoDzyj4^HVrDon1w$O@Mq~a5a5OD%w_2Nd$YBVFh>dP ziiC*pTZ{stf`e@k%@cZOT{OPvBlAv7_;`MK#m1;;??)dpaO~h#IuF0F{bEnE%=~m< zNEs0@gv{Xl323jKU*?W#H^|y71p5gIzIEL!k$0MKx%mCb&-@Dhay^n+Gs8c-)igSk z&1D{P!ijCLtBI`DVCCJ$N8PB$!>qhgOu-sJcb7qd&(-#53y>o;+8w*qaIVBHv%9yt zThO}Wp-Gl!(((X=NZ``tc^|-VlmaD-C<7U~s&Z*JbguS6GlfUSBqbz(t6OClEzL7y#r(Q-Py{@|FOx zSb?dJaqd3r+;Mr{Mew3Zt^IKS$sX3UyDl*bfq z`JZ+rSzmYfbKvYB6m0cj*UsXKz}KanAON4&!Dx@SvhT5w!VeR-brFMZo?($nR0pnF z+1GjyzEk=(_lk?jTTOvuq%t8XE|iQAp;zNg5Z*SRh>H%_<7vNd9ZRQw zXHX~LYm$3A?>!Wm6^%1G@O?Ym_J0-_`86~YSI9kk&JFZIxi#PJ&?$za-3kxG+7Xi# z6lt$hUO5b>0`ID-suo;K?pa~^$Z5zI8!=}6LqZu3{Q((1K009C;r!vz!j#{@vIP#UV`wy(NME!6 zc4CBI`vsL+bWl#ox;x&Ynvd|g*w+e1UbXem!7Vr>e*&GdM#(_f*d7sdq44+{yePtq zHnO34ef{ynvRic{j*fDonkPEl0ISE7-(<@Pr7@fklD(rBzNiml{R90JKlS6vc?%xj zJ3ShA(PQ!VYV6M0)8yp1BAaeVn6x8?%pdIo(UeTvn|PBk z@knQvoVvQ{`1patl{h7p=|<4Lt*xz{y4Ph@{6(D4wI|;BPYj>mIZwj~skfvgs?@ns zhn)WMJE?Nz9T>A{p3@|OlDiyH*_CNE*n+w;J9eXN!8>Oi@^Av3D4TsAL5ZDhoq#{B zAm)|4t5b)}NmP*G{6AN!n48^ry?|3p9#ir$x_?dcF1b>5z{pupTb+t5O0aL zrQKBXP>!sjnbU1!$$+5B9qaR8q z$f8mr0L41pMB>MhEQe~>;r^kaA?sPXNW&HKky)HA`onF7J|d2B2s0RH#+8djhw-2g zmK_cy>iQ4bf04ryJPbZ7E__tcZ_5)LSrXd+VxF(c?}HGN=P9xA03T+KJq*K4pNKc7 zrEcK_&iMEWj;zrSQs+@e8ZujacIjRPyS@o) z>$5XZ?&%*+hpT~;f`z z?KR~ZdF#D}j;GMfZLZ4+DULS_(NF$(d)wrDjWvN!)MaFDv^-IVx_{7D>Gc{}uhE}N zr-M~_2BYpFt<@ZNJXUFjDp{}_=LkVurz zBgsTV0R$y~v=xg9u^7XWQET4+f97OJvL%-NPR1=qbCj=MH7L81og9lGs*u{^HU^Ob z1AjG+eNQo-jl{Z`odrm$mlzKG6+WW_oZv>_%;L_>sHW#zp24%$JK=!v=TaKr7XNg{ ze!!YuT@kAkFqaMLsr`uap+lN1#pGLbYQ{xOX|kPp8q>&G=_SjRnXeBnK6E(0q`I}b zy4rDg_n`rD;G_m!%YkMnBsG<|lTBBkjQ)syK_)&5VZ(Vb2VDo*eLly}()FNr4!e%R zrcXYq9s(F2vnm#G<>4hYHISHBIOkBgi2^?zsck?)E6~_PUA)Noxx5o62$@ZR)&{42 zg^RD{{*fC^oJK?_Ncb)gCKwJk9F%&~m(v?i4pd6G$If5?LFa(r7R5f?>5B+3|NZXK zabIHRX=JyP=JLmSuhO(<6u^F*UuAOj#=MAs<4459$A5_jSXdESW){dgtw%hH33a11m)wc!0oV zpfC06yE2Va3k|a-{=#FdU3;5kdu1o@fT%gu+QO0_RsoS_O!l&ERjb!br`EzQ6{Dvh@V|dwHP^jMg?YzF)`MaO;uR z)9=p8`t!GAYRUmu@qTl_I61<*)#=Lm6*iXa_Dy53y9h8fS z0L5J<@~f~F6@%-42S9{diWq^PbmczhW_3qamc0u{%j)S?p)E9I)x67(xww5S8T)a( z0XYgNNzz+=amz~PTr3UA-Uw3~dl0Lkf;y4sH=BgCQJMNRwTCG~w%r=>&*ydRdwk+y zOYDu8eWW^}RFAJ4jvPBi4KZk%2s~A^$R_TWMmx^Tql!6WNl$0zX}nMEwclT5$7Z$@ z6^2Clg^>OzEGX{62uwta5kmL?mDAQ6rI^Nu z;*AEh!;`*TXeQ@`c`u0@QGw8;4%=KiBuFfy^#@cYzGN<{sYfjy6Ugn<`|{KqVcbo? zu}dqYmVNfGBIyNchE+cEcr0F`K(m3{LHF^pV(_BY-8IpO^-~tgho|FzR7sTbikso% zk00~UC6I!Q{t3*El?+S7EW-PuKdF4Qe8aNG&`8@-{1X_884NTzM^~A@``J6|B$)~3 zHDcHPmmVgQfJe-Z#$6ZxEAHGw;i2HC;I#zkM>faT?WT`0!2s2oL*eyXP)uX}?e5;V zES_M-dm0uPT zSo;4;3*H#G4r>n(GymH&W_+Moz(0uo-hYAz1IMWWH_4VAX)eYm0S|cwg0%}@hZ|~Z zpGXXOtnl$O;TL^zo!KM*qyd*tuX{Bn}*$(Y}|H2*oPBJVr(@E{7sNR zA(MS#yc-^1zOlbjw_f;hBB6)<;xXrbYE&d!e7DL>Xs_EU#DGA+Wrw}KpI?b>P5Nz# z;5#et7_px;c_1hjqh!u|@=39ix|-T$l=c)(0C^(J7bi2}O2oiWEEgzYGHWA|>j@nO zCxULOAW>ED_+$v>bk?iW^II>W@C`c@Q0Ub9;?@UE{OVvQW@ugu*l+l$Ak%Vp_idW4 zjA|sT8Yz(GJF4~~;PYK~nIj>fC73)ZcuU1Nr848%kkH823u7G-O48XV5768IPTi32 znxui5a+s(`=PHW&eHP)!iT94yL7FXcyQD>Yy}T}yf3sxG0$2e`F$1yHq)x{^1FI3G`869;B$lD^ zkdR;T3Ka^4E|JR>(!~w9M1X1LAzTMttT5_1UGNp-R<^xfCnWRz5cu~5SLJQAuB0eO zOLP8}gPmPS#y#YP?*IKjk!HF^8&Nq7=cyb>qPF`-=8!BzfN5;a_rOyRuovh85_f)D z3tt?05#Y5TwGr;1&So0qjI}o{GN&mx2%CXK!Hu|mZ9ijdO2ng`!yXEI_!uHUGOGaV z>3+5m_alu^=&rN}b^8BOw_E132!a<}SN{7cUT*keO^f_ZqqxW`oAv-$v2jfh;Np%R z{j? z>7EuW#C%dpIWi!E=4eGrp<#d#h+p?nOEcx~Q(z(vX&N&^L8PBuN`THL#}tj!jJ}Ty zu3>lEvt*H)YpK)L@92u2ji|xCyIITL_}FVCs{vUgnGgImH8;ZS0G5%Ag#zbtS3)e* z34tCt?vNO?;-8WnoxGs3BNw3<*@#P!e$$?<<#-N;n7F%+O*3)H(=tY%7><^e1aH<8 zcz5KKtF@_l^s|aB`p6$d$4)0Qo1(9ylMzuGA*)gV3g`laE<#2 zvL=UHWjaXYj3vv-*K9jw4=JPG!!(>0#2Ny}JimL!SoQaoJSJq=Z`Ri@1C&KzC`k0n zXboeEAe$h}lCDI(;uHm2AH3f|=>jrBW9!z0h1mg|(oJgx|BpjJ2N*5dRtBy_P;noV zT^?mC<=?0AWnZ?@mkGCacYot-ozVC<=xmobfr>C(`jBJHi zg7WGy+(Qv1fu8)$T{j4djo`Oc^z0~|LG0t8HBC0aE`0)Au_6+qSF9<(8azX-MoO4F z^wki$=$L%MEr&fK%;L|u2J@wSR*m?`I$qOAGUVf>kzlKY9WE!Cq2o=MbIHry%77rw zJ9?ku!YrC@j)|7k{l1V?Red96cxm+!eV)C@*Rs>=NKl&3gWSqc2q$QehxLBdD|qI_ zi;;!^Vx8a~bfj=V#pisHqlw-qAkJYe=NTgG1HcDK9R8b06tb8YU_4STWD_epO`vVD z@AcN!4Dx|2hh|;W0}@cgEdZVoOgKiw%X>G(+|q>tEa6FQEgJ@LJ;4&HxD2q^k*+;3 z0)wB9hM>bli|LnG1i=;9s31a5ct)q)>~a(+iw;O)MgjP7N$vCwXnrbidde^Vi!`Qz zI+@(fb?jY`7op}c7ztSi^pAkT1G6SLPod@tsm3u}iC;=Ec)`;5uNqkxScEizM%*qC za)SNJI%{AeLo|`v0Sv+HBj*7LfiJ>>7(+Cn)_pyZCR=m(FHfoU``s+CPp z9MSyuPDC3ju{Yq4A?%3E{EAquji?92?c6D$7-dO!B@i7F|KdEpj|N0&c=Iw4er5-X zA3O+KJScY^sy0;dCXOx|I4)6!&MH{t@Qrk_rg9Bwf6qTWyh*~TNqp!Q)M?~fWt>DG zUDn*Z`^5=xM?jyoATmaFt88EVw-;CD!1O6|K>jy!$7?NWQHopx50Gi(R_lAK=iPSb zQo{Z^%%mjLpJ=*wztCL)k_9X6iml__G_*kPyQ6**b%<5OABkOK;Mqj5$v-9X`LDxM zqW|XBii+NdzjWywo>5pe#8fdBm`k?C;FJADbq`kH!ysE8+OmAc1=9tGkN3e}_fS$b zU3xkAFas=2Bu?Uid+@hWT2p4kQk>m5Cpv)k#>NRx8e(6sEI#s%8nV{Chk%q)NDiu2 zqZRCuNGl`dvD&P2;fZ5w#GqlBR)Bte_`B8OZifDrEeW#rud}x=gAF&hnkI0dk`fnT zD#hOk-<6FstZVx|l_9jnE#N@C;1TsE8#2;he+HghPQVtXAT6cr7q6*_-<39hT#r1# zg)IK?2g!>70x6yt_oB&Hkc^V9mlTU2RBWJ38HHh%rjX(11*Bm|IEmm5a+}^nk>%Eq z2O=2g>9&RrQ!NSyg%clzn7$1c~ha}3gQC3Xo z$e5&JfEc4R}G`DrtM?fubwN}GXyS4K>gSrSQgoF z6%5=%+6I30@|A1BL*kJM;S-c0RQK}hgO#fRhC*q5y~g4lOa~2)BA)O~+^aikZ=bd2 zJDMoelN+*kq|=u9RtE$=;?W13iJQ;;{@N;L`Yai8<~+d z4ozI6`1w3JOQ^}IPhB4L=x&?qmR~4akUHqHA7hh9hy^LjbI=E*J?E*QTf(7Xp}1t6bMJd0u~74bIb`}MR6$QD zw+g?%ynzWEdQMHdg*I{rB+rcEr4S@V9U!PRlJzMf^oNQHxOo#w)M2eYpsK9>SlSDB zql6v$8wx3+(FTw*18&kY`GIGNE5EaRo+h8aB=xF-3PgkOyj!%+Z%@AUF%%9oN@hTi z@vp@rv_{X{ig-CZ8C<2LRH}hgWfcvi)yJ;U*;S_?`>yNuH>|pksLMLtAYj~gRUrwYuMF??kG$U^hzz2;jRXu- zC)3=PRne3)N~Hw6NKmrZJ8sES$D}lN*bCCONg;8}<EJ!tVH* zS&RKnLU?>(d_hsoPd_v?;<-h00(-?<2Kv|Q6xB*jk8DO-Je+Q@b4=Sq;pBu)^t#wP$dca0eZPSY`pI&|N!@24s;-LqGyfxU)BF#QeOa zOHJgnBm9E5a$G{ky=5nVzkpElWo7Rk5k@CYxMnwA_ zR=OA;-%iY9y43$oMF9*sLeK%dc=N_^-?GAhdGVgIJEx1IM9m)vSy>o!_hQmy!@%vmnwZ^W1$wd@?_dnV=~e*VDtKk`r5S%DVO*8QfBUt%;Ir> zM@L&;%O}W&ah-E%yLSq9I1FH5%8y0p*9HJcmo4wCTC$|{v-l?#rLVf!ZNB_fxGL_vc#~f46a5$M=9`k% zme!?ipHwUN@qRbu^5aq0h5M6JryifqOP9KJeP@Q+^%JG{%~-N;79H%rc9V(wX2JKJ zJKEm7Ud=A0_T^f};V{RGJNt{~KZz)~>C2pbV=i+V>)_w6R06KQp(t>q$mW z+Z?TX>b)h6-pFLEEnNHn$~R*Lxr)8$>`cd$)Mj4gNGV5O50&qj_C{UZy3?OaT0$gy z(^O=ab4f2*8jNmfEt(wMR@{PuiM=meoUIn9^}a4O_Tv1v2$w!I)M>5oJfp_iz>y-y z#?G#Vj{NV9*3Gl?J$(0{->ZSKsagl~V@iHd=g`&Xjl6z!gY>9xw@K zQAjS4mJW^QQeXQ|;0Vn#{sB8i8LixSWs~GO{>;ZXk-C-x!XOiI55*8Eg#}hq}rW?Zb>m1pe3)& zV)uj4Ng!iYVb?l^@U}yo+2$OVmTMH}of38D_nVqn%qsb*vZ6w8l?R`yvUnXQzQ{|) z>btKaws5N*;#^ZbHaaTkkQ7jdGI9+^;_}^!i=ObVUdnN)HU+SW(3Iv~m2El=!B52W z*p`1q{(`xQc5#9U=7taKPGtb%> z221&}39mhMN@+RQSYFEKw379+F9&p}uQHlc^Xri9u7S&5a1~2faPa;fZST{4pD&^X z14^8EcbkaAeeX8(TRP3bQhya$&Kt5NUvbM18eEVzbs>4=tJ~*Nj9y_y9Y+3sQrT=! z5|*etbhg#u=B{KJjFaBqA1zQEqEK$Px__fi>!y}h+$nC7yeLj#3Vs4=F7tfwAamN( z^(II6jh`~LXEorDs#^Kbt%D?7>6o>)9}r?=mY_Vr;((mf-bTm!(oYet2H9n&ZOyu^4mr1?l&X_=LbRU%FV{=w?ZFtl-LZLn-n8brF=Ixx-|4NO?a#CQI)Wr_&K~J<`>k}Rk!Pl3fyW+ zg(M@4EnLn9$IV{jsejDlN{NAEaH*$rx|7Z7%^+=g6pWH<)>^%36`j6vc!(8 zRk&2M_T$7yr;HTsHs;~6Z=+b+g&S??fpap|j-rKD=I7f6b30+$DZz-4@`fTs!SEhU-e?uW$lo5G_>l!-n{0(Y&c0i6?xOOq zvs)hb9TI0|HGD706BZJ}?VQyM#t327tj}!c-`rJyG^s|vp(r;VO9DuO!wuJb9?LoP zIO!o2O@C-MC;c)I>vN~i9ATN#J95{Xh*)wfTTV`CjX8Ip7Uys)Fg zb*Du%NE)JGyX<$+G;myAzLjU@Cq%dy*X>8*NMuSrcmF)m{CK6;!q`>lj6x5@y`h{i zKzU*YE&?+haX?+&>!B0Jjq{51=qyih2Aek;CUqK~VnmC%Cj1W9W@%^`Oy^b)EqN4M zc>CQ=Wk%)@Tfb@mW5fMP)6J&y8*=R?3>#KJGz#7dKO+DJ6sQI^Hr|1l9|yRgvcu^E ztgog|-@%!0Vs(VNWPdD*x5#ZanB#%WNYe7*+qZB_=AY(z)m^FLrFDEp`D&f49rjyL z+tCmfxZ(;p6Q}pnDNsZZ3EMVjo?Ut6$JHIIG6^Dye^(p0m+NYbh=^|=^EDMyGRR&z z=E9z7=`tp}IW-KzJ|U)6293%bGYUNa%(M$vP@7TSzhJ=v>4y@#dEZJ{ZDkY9mqpeZ z&i^e+`)f;+YC-}60<3U!dgq^-J7b2^8Ev#2x_C)6+ zfWlv)1q(v4GLSh@y?ph72HpGJV)FF{XU@@Z&w!o-?`4TC2>hATz$hJ}a2kK}bJ z*-drPYX^Pv1}sNo!y84fMw8|q-Sg|ti^k6of+%rSBsgZCVyyP$2tle}|!|G$eO`SG5sT*o0|m za9j1s#j$y-xY}Ph+AhwSc_p>H?xgvWeSdR??#%S~pdHnI#KGZ~Q9^=2^ZI1g`=7q6 z$enN3Zm7oQ8l7s0IdMQfi)mIvzP*wX+I3`-TXq0fpMj|FF>=dG?YI^-v`ciOR>xOa zgEb4KUHPRKZemZdeB>9R?(vD5Ij_lab;{wzJ%p4?9(4Zk?OS-D*QkOV9YoyigRi9l zDedr?V|V&Cw}FM3K~I1GA&wn`TD@meQZ<+kUHM^`tNPO7L(t%gmt(D__R(J@a#^_MMGQL2htL8sh zGQ_hSC|6ctO*+gRr2YmjUJl>{_VFbT0|u8Y-6$N`${{N1z7RDW*O9XYhhi1}ougDg zpr*$GfoR9NBL5EHsNNm;SEn9RwJqxcv-Fq;-F(jvFc3!Fq?zp4ONaQGmkRr2k zC5_2|R`<4DJ-^zvH@>$h@1B{JwG*N`%1=N){3QC>+AXWY$W+)WNd% z6L#WU!{HQ>I_Fd&%1;P$3yzGKWi+W7Er~KlfLJM_Gp|(Ys20N);E;0hBEC8vvW{7Q zBZ3tu1r+!Op${&!x*%l%&Z4gm)?2;T9U z7`t-~q}#qBb>qY3rKX*L^9de@k!yvt{J#6j*gvx%2U%%X*8zo46>42$crHqBk9b4$ z2wZml@kJBiI2*gw{;PYP?>&C(Uvy`C*<}p9W5z+M!<2)wC$WlZ=9>l2i))dAK*pv6ilExW zeZ{)ILNki8*<;S+3&E42!erK zMBn9^2YC4bpu9~B2EfZ*2FpVMmk2M5gelS*Ttii)qD|Ejaq$W-f4~?t41vZBxVrs$ zyh#O+Iqc$9zEZ!TTLX|8cMan(e$K|U=UFiFgfpe=EqBXkU3AR{zDIcxPf-+LYV+>RAj!p)QiY{Y)b_)<50`p~d2ZHy%$P+s=e;NbM^Sy&;OOyjaBh!8?W zoBaZyjetezyLhaIf{LI$?BnS}=Hc&lZQxJj=1h9e0nMHeyeTJfF9EzeO|gSyPa9G# zU>8^sj)h!bhh-NCMde4Z*<=KP2UF^Pkh}ax$9V^Wsyr77b91Xp_UT$-!KlYb%W)Lx zZrqr3F@XP#*1N9W`kTuvJ`elk?8z%@nFp;K-^F(qc~`!$l&F(pZD8>5@X#y_(5Ur$ z_<^(n0H!dusyk0V6*@L)?O=0hFKJy-kPfcdYp|OQ@8Qb%r}~iNAX^|0$>=m3Xw$ic zG~o#!7^f(u{gcg_vY_aofB|nUrryh2l#~L~`w3&T%!x*_OF|fVo?k|KZ=n>ncK{_s zf|>+<0>SZ0%CvkqpV0xX1oof|TsOejUew3UVN1Thd5r>UZ}WGCI^E)i+l#E!ged%| z_5Mg}T%T;=i@lCZgYBj7nmak=xGlGNa+-w#G2-ORcKLvvGxS%Hp|cY(7Lut}jzARj zP&OUeUPy2!6E~#$l_&&WydOV`v=@?yQ;-gTqXqR)pt*f*Q8Y|i$%0Q=4*Jv$UoF`> zD8+W~tZtp-`(E%$2Tv_uurW3Qs2cQxIi?CJCSMo)WpiqxCtT{5Zp( zo~MaP=6N09Op1=rmk^E=yKL*0-<(&P`$5 zSc9_P35u6%H@oL*)m?vn>)vn#Ds0*-Zh~Epj=Y1OCxqe&vZklOfMvkUwd?VlK8nMj zSYSl?cWu6gb%%m-&p# z@STU&3o4Z*tc%weyKx#~44fM?;Q;6RmS-blHS;?tC%VhPL|?hfkgU$3tX?chBJ#=A zPAUS-E`EY@?b+ma{B>3i;a>KsT!gXV@}@903RI!7Wq4c&t$9>a^#1F&CrMj2qxDi> z1M(i?vUj82AU8-$Cb}^+_`5+PP7CKYsjoPNLJye@`Dnml768EyInC63M{Ix>_f+yK)9 z_^B>{kUkiPcEVvF8fbS(n8$dVwwkJdh}~SV|X((^ugE?t#X?a{u@n46bLkG zp}ImuD1ihgw<*oyMnIgcq72FCLCV0n7m~xHiIH&-`bFRocH!(GtDDolwXKp+guU7j zon>Fnr3@Tma~Px`PYx(w@N5?P`}eQ#%gh4lDE>!xUj$*!BdNlnGfsokBt17TE28e% z*%P0za%V8`>=At!bxjk|@WzFX#<96$Q(s?S&EM@mKk&|5!hXKzD!F&pcrLpWw|Q9y zN~50`_GsXOpt6}X@en+t3~L{>!4*&_;SJ7wXb}mG3%2A(gz53gDXQ4{tmJBq)X(M9 z>)}eXX6NL5R1y0`(f5c423TcwFAQku&r1)WVFM*EJ%1wuEujah`Vj$=NP~MW<2N(*jr?as3 z57objht(JoFzKuVSF^H+CV&&EBuDg4CgQKiX>*NRfDT3!oa)dwMS^m-MrrE>p2Q7V zG{n^HT1p8@I42uN;v{ZbmB&LhZG2yd?;OK;!BfTRcCntUMsw7u5t;@7I`>zGdmnwn zh6?8nzAJJ_59fVvc2owykzQo<_FPiY&KEx3@Pozyn(68$K>Kyz?90vxEOIkZY3DLOaPU$l9y)Vw1|Z-16Hg zPVj!GZ(v#KxX!&hI4=hWEX~UqK>b5=mq@U~xQz9Ln(U_2OcxX*RlNsL&=6yPVq$oA zX;f1yhB(5@SJ^V}FoF=Ea@hExocqt%7*Sui*g}t+Zi?-7NHLn{G6gfqHjIF2IZx&R=-FKD0GGYd$?se_0(bEB{qfR2fxIc>=L_*gLI1K4TY&eG z=h3^xZ?JY5<79Q@VwtS%1~NH#3F#1csP5KcY`eUEMx3nai^K(8U%rGwK4suiPz#&J zETsJ4@ZY3ra|v7%&N{G;d-;?FWcP64bgM+ZBOM8FFp5HMQy5Z-%}x{Zq#Hg7NNr;f z2Lm4^&N$iQ+dk{@!N|#MRJB;w5gR;k<6$XCv0n%fI!Kmyx)1y9q6K{pHc4NazD^?iLK|%QrsyKt@+^nh+d=(j$K9ZLypb2E^cRjmW63* z@0U5}Yh9X~!pqCMG5Z;*K|8~!za6En~yLJmc^SF(p-$4^_BCG{>@#`eYZ#P zQ+CU>eGiHTe&I9I;vgkwrKi0a27xz!%D8Xw_=NMgFnlJ9wq9Dxz0ZH3lf_zm`F4_D zP<#p`$u=AJm3X<)@qvSC&)vfp6>n087R9yZ#F*T8oj!C4Zcxn95vtm;5H@bec0(o` zD4)zoseMHJrW0O|?L{t!B~IfKPHkmkSA&DyQgTVnne!2xlT}!m6@4h`}#)Wuh4Pp;D5)lDV^q& z6}D`~;SY}z{ts)GVUp-WjDv=q3cJx}+z%Ss{N7;{jnoS5pM60vP+xoVDwa8{%dV7NqTIX>FaZC?Sj9%j=UeM|?913&_*X zLIx)|OPVxgIPyatZQar&_$Kx}5RNaAfI2GYrHR?}2MzsA{OfI)8-U?*FY~WN%;VpSm4pHA{Zyrx#etGXGA_BuwX>-KpX-TVIaZ0P`Y z^+_wv0m!PKZD~LSZo1fLe=Z82zc*Oe`ATWpuAJ%^syEVOK|9}tV9OYz@wMKA%+QTi zeJF+sD*gEJ{rS;JT&pNwt7zd6wR@`$r?{2pk~Lo^geTpXaTz6PdgD&%`QS0^6n$T} zcJCN>m_x;A7zN}M9fNh>RQh%t@;w~m5YJ(TrNbg>bkyuCwBXjEXZ!3K2=Xz>@jDx; zzgN!yyVr=%yt=YdX#2C{etz`*z*`DMa*`Sa$GNlW#Va_b33@;(h5T4CU0x&~M`bVY z>~!y0te4%Y_tKjCH)^7!xtMcZM;fvBAdeSlPQkaTlN@p-D{FyFISSQT@Qbl>}nDO^M!hLuJJ3+wi&ueecz-D*z@r+K*y2 z+{?Hvb7wiOkyfYtzP;UelZhH(dln2WkIp)t$O|JHo}hq2iB-V*3CQf|>ZE`)cIIW6 za)9XpuSSb`5T``hb!begAn(}-8TjAdl)(fqfWrGl*+%nmKIYAgT8(k?2;a^gUBH%m z%-uczbB?pb)ZY(NnH%ksSX+>7pS~d$cV8ENO;sZc4&nI^&!MjiLeRl}!Hsva(ji+G ztzN=h4{Qd=>HM3$0k%igbDeg0W1G>Cg{npZ!)UN6C}up`K=cw&>Yju)yl$im|CTzX zw||+}`e3VF?&LvS_;ycLFu+HV;kl}D>QC=tvYO(Y{nbmF;8L#ft%(X7_=oz2eIRvc zRNKD|VGQ@~ja#-1ch~aTSneBL^!lI*1PQiEFJ|^#_=-8W$*WdoJgt9uN{Qiz_`<4L z11K`dJtwPDu>-#lb-t*S-FlwRmwPPy}EzMuj4Okaz3_Z_2y3 zPk9dCpR=FbRWLX~RLZQD}37AvSK_?O)a<(CVEQH_az#3ViEd@qv&R1bcT zh*UK~dp#Sns2q%zQMQpGpALK+^EX|C2lU`T+NwpZsK-+rkM6vmV2e3kRea&VK|)k3 zX)M!W`*=(^f}osFddF;vlR--w(eDkq{}kZ^xHSq^JE}_L%z_j_6Fr^dLYA{uIxg^+ zC91ilS2nGM1*z*tN=%G(+y1gw=n})3m|hs&S|a31lJ$-Avz6aZqM}IHdDH|;9d968 zk>$qzC#OHZyc+r0Wo-P9M^mXTq*029P_BIZAnHp7&MdLGR=w3P^w2v`S)%$<w;}!o>G99}BK6l)_8Y)b_*$v|`!{q7v)IQcT}pt#kCh zgLATK$*#n<*84|fD4?VCdC+`#(D+G1Og+6+d6qp45u}*y{1J_|0-KR3@aZe`F^z(s zQ#E|wwCtY3cfnX^>9@I?LOiRI+;uO_OWC(?ALaBkaSWp4Bpu1C98+Gn@@ZC#0#rg2 z`23^f*IY^^F^pBE$BZAjb+6M7q)OOujl#G<5sVZON|rPjhJ>4A0D7mx^g{D=!YvP7 z5H-OH=#rcP5SgN9pIN*k@EzeLQQuZ@Y6sBx52%a`RMYR0SpV<0yY^EPXm=JIyPYtX zQTp>&HMsaQ?~!vId`mn3);Qj6I@6aq^QCRq9-b5U>jZk~D}rnLhkYn%m2_gT)8v7& z+m^6E%vqU`J=jY_>X-p#ulnwD0?M<3ToxStcJr)uwL+5sZ~f2TzgHy(UQF8Gy3j%R zIW8DgpP|pE046X3FAuGpH-0`=M{ji|Viod#v=Ba<^!lT&n)xWi1 zt6k&d!D!Kq;lJ1VPcGD)7~*|2HR)Tbpva2>Imp`NQuulXPgx0bmS2w!LkhY|L`(v? z>Gn@&9v}HCgo-C?^sVh#6aTlZNw~(9iN|f?q>N`mi&E7H@7YJVx&ail-1~I|3T~3=@hvy0NW3*uJ2Y6~<#m&6 z^5S&eA;%O7a{H-$hX}lau(=#nMHmj1I%(<6x^STpw+Wx`>_b@oxcab<27bGp z`KImnJr6W(2{{c#*MjXQFcH_*|7zsAu^P1+L=V`ntv?LRmc|Ogqxc*?PuL(o0!}H# zIXy!=gOa64!mYac;B~aWNVSM9Y`Nz5XRwNO5XVFnw=V9DItv7M0MTFBAZ-wtbJnV~ z%`;Zsm!-bp3zW-<+gCVz6vD@IxHUSlu}I}irW}H_LJu7@dU-C_yf|I(`Gq>C)VfO( zuV=Eb6YP63ZR>sHtJ$z0MX%h136n$p&5dfmobKBkTfhFKvPkaJHX@AwA=NwfEkCJ@;+=e?(Sxr6MDuNrjAT z36;?hmDM&vL4fB1I0uG@8; zr@Y7O^?V)U@pv4MgI44sU{$P}oe6oMxfC@fSSI0Ch$hO4s=Q7?NdRG@j*?gg6a6E; zVmfu{;+P`p4FP7kCRfVF*Ta9}8$O0+XdhX9CsN_lx~O#smgoDpg=rk|LB^I(GwH7vuDq~$%Qb*Oiw?tXzN>c zE6=z7LBaIq$=ShzR@D?`5ac+Mb@`0z0Gp(0Em8EE^1WeC+qMSp(yQa+)3P$*GUejEjv7TwI!^%EX(VI z&{2{i54p+C&U5DRiHKU`7WY}AtDF4LZbtL^$e}>o)>x-p>laQj4z$IliB^EAor? zp=i(v0{e69yI1X*cY?RQq3v!9elJ_MJ-;ik(C5yoh0FyDP$Zwto&VfgmX4V&-wbxM zhgSIFJ6IE$?F+^q3a+ISmChi1ZasJP;hYoP6uZj*4+Pd$ zo{n+5BI)Yt`UE%keZkZ}lOKX_7#bEoi|uRbpVN9~i+8MSCtxKstvBaWb)_ToaXK;v z6)_jAR=l}5#p=;+$<7DOFqI-_6--*%=-f~8oL{r^0&`NxWS%`(T{`yw*fzIF7qG(n znC=(~5vp}7%Z{#ifa>12Dj_bI6&CH}0z9jzNbVc5V}d3GT+3h6R$>;T4ci8((66k{ z;+*_{C?Lh?eLg-<5(eOYj`#1V7N-&#Q`grm{+*-uh?NuKdNC56XqMvm{V$)398amf z6N4WU{X8*M|HfR>ropxj4y|C}w{j;a5yJz!FLqW<>Ul0+*;jv)VQQc7Sv{yr1UW(P zUwX!X!J7@T9Zb~ssLo4%+i^xk`wKi{a@Y+(<{Y@rW+eE}QATHJR-gaq)0}1O_4VmULTwcZ&^~Skh`7LB>AaA$34YecPo=mWZ+p?b+BHv5WTSyTlC)c$M!0 zqyTRySj_yCH9WfRKo@0h8_XkCGla0!6L|xYM8y32-d}0u-Nv^`(#eB4JFv?YrLc(T zkpQxpD&mw^Yw!9a$IV6~Ufg7D&7_036CQPp3A+$wQN75C_IVVsUswXtz;u+_WmgE5 z{4Cv>X;;@wCOXlUclK>mFKoem3?hqo49@MobU#w(-y7)yMumrsTJ3yrQNq`7 zbSkP!{QIz?@?+y{y>xuFm+>_DDYi`V-o0TpQi_1I9Sw0^U0~Ts$v| zJJaNcmr>-%Kk*)qk_?6yJVX2uf1ulfdR#)!P!%qivim7JFHAU}J85Z)*y$Ws5kk?R z#&bi)YdhsJlrk7i&y;`3kA0+nQGUGd%~rMlv^B;5L_P{Av12Ur&@~TH1~j*dTSU~li2nVFyuhc3yi@yE08_3;^{Z8}e99XpNAzCT)-UJsF3Rk_-o!WQa&Ht*WZJ^JJH z$DQ2ORTu7v@fru@7ri~Pv0FIj9YsQ z^i5D&P?S#$ON?%2FAFnHX5my)wEF0ju8OfFlc!#-hwvK8LjX*awmUiLwnF%_mbJ3r z9K16xwjKn-#?{Jd?A1=nui3(*G=yD5)va3A5#6j3roiKBKmLNS>)m?>Y%5a0+pU04G4rE=o zZ}?!l*ilhZ&oAEENOu{mpNt+L3jlTO{O=3w#T;7pLCrYZ-naje7=0r|9zu4B;pfC@ zEA;ZJKDO)cA3C}aSU3bbP=>D^f|}SLCan%e_s{f6N&3}OlnKS*GGhz~h1}&C#TRe3 zp9Q85{EKh0mFOAWQ`Yt&%@Ploz;lQ=R>TRNJI8+*wp65Bs5-a`En2p8f0(|V`_nEF z@hPm%^cmM=_<<^;a*ox~HT)W2l8DaoUi4}=NIqA}jTxw{o6*{;T#tIkmB=T(x*m!d zDj}vd<|-Fgj1~Z@prCwx>VU$9t@KSzuc!aWG|Za{t=-@7Uug^CROL{U63azzU))-$ zq^l>Y+lc(NH)e6?7K}yLbo6ojd&`&gQFc)&*HuD{+y7Vagt6*Z+V7iBAyio`}cLXql;82fQyy?y^ts{k2yYS9jXiG^u{s;B8SY zMkx#KjGNxyvO&R(3B%5+cO99vVEm2++km@% z_aT>>R$ghmAYj*>N@d^G9~%sqUr`UvsM~jCL$isW;*8cmn_(OvOKnZe71aZ`Uj4dG zeOiyBHD^xSEXg#o&kbZl!j0Eu%WzZJ^k-hsk?KLI=6ogo19~25Dh~$tcTex6A4xZY zGkW{|bHDog{!#mys~Y_oIQzHG>fTSTMIHL;+h=Bn8?9`=+Wa_l)c@?sLB?ICd46~| zW~S=)C@TGHU$nNL?CS6A(O=tR1E2bb5*OuQdu?COYwPdtd}7q|$ReLJcUs+ia;^H$ z7^9^#Q`|rFcE701Te}q856+0{{j1Z>;3NIYRu#9K{d?f-51oEEzTIp{&Gr6L{%sYSymD;vRQC6t{Qi$tVY{_?5~=dH>Wevr%gNOcSGB(l;fNrdvVwZ1BL2DLxN=;!|ZRj)e#_wU!%K=PX|`T5N8$xl&T zmH&lp4by+q-2eZQ|1Vujr=Yy4Jxsbt_P(?o6bE)$GA%WJU6fK=dQ2Nc{Ic@${r4^> z4f&5|#|u>R%74`{$br?u9;~WuBMR$6JqUdi;l zVqG92q2sL$JPugMWec%f`Fns!ARziH^^hUeCF#X#SZ2`?KgAo-JeVLZOZ~KZ&%UGf zXk?T9C$EFtY>LKN48)1ME zrTSo7DYlD5lwS zYM@M}a)pU~+TeuE5gB&PTNmcH7eNl{pP6P#yFn239n&^t-7}zrZOWUKc_c4{(x`yH zIgb^k7!c9rJVT>W_Mikuvn?7eFPr+O+4W=HvB+9UcY-kqTTFAb_jpV1cr*&0Xj(;K zMc`v(eJz|)<(#Od0Jk!QD^8UEtvmtyHjb=rZU24efTi2Isnl=Xs@2EuUuMrV+p3#4 zwK-{r(bQ(3PKDieEnh<`AuCmbX6N3Tm7Ntfs;jN?YhGDwvB-7``(1d#k(uQjT-=Pb zCHzCD*9A^S$7Cl1GTcJQ&wdH{&)GaX&4 zqS_A*#=Svp=KM7HuBwM8TZ3(p0~-hfgiWFUkZT*_(>#74ucfvY5plJ}2)vO5J;$QV z-S{B>2C{xRck`&xp>=&bb&Ldp0^>}Lt)nE?SXQHo-q95|J!C$tY6&ktvz4wNjHsJQ*APm54?(hbT)J6S)&hw%e?4)< zn9F7ZSA18KU1|vX{A>z^KBw;&<_RgVpgD!SfSBFO3(z|<9FXA=@N_vcFL7PqieCW6 z5m|%Fb@3?|`&=2A{lpxyj&N*XFo{hMF#T)Ffq*r!3EGe}YVNpf5#yoRT#W^on2e*S z*e73<&0!l^i||zNxFeQ9)%w0WGB2Y*>YMm<$cd}*`p?CqlBHVHT>Y5myV%RICui*# zC{p3AN1*19t8(WrFczf_zRe$*K(4@hHY<0=GlA4#H(C5e+faG)imF5Vas`Z1IOLoQ?*?^-8oXW%zr(D~M0$-dx zQwvwQEAVqXGZZ(O>Q?>2fPAFHneiw$drX~7P9S}_==Ed{lu!}-cvw^?=LT27y9>b* zGNumSq6O>L2QhVbldi?~!*WJoPgK2a0+N-&8*|8i_eIA60x~K*z=RU7uVs>b<@>(D z@9vnu&~J1xYt{v4L7pJl`f`JrXyNVOMpc0iR`3na0VxQmOI192UZ-NUgUY^;7cVeP za`l^tftQ}aRJ zlz`?7n1D7uJn{#~uSjb#nzHF(uVT!uLt?T;He!#Xp z>V%#X8LI~_Z)LVhtBBL?++Dx@?}wycwNH1d-JtOMn`i#fD>ak|^Pios52iO_;Sq5* zlwCSJTIDT#x17{^Z8+h;Q(QZ&AV&rMxnxCWk!5$%%81AwIqf?ioj6)KKLp9 zr}yh-*aIOTs7#j!t8Q=gP3kZ(Xe~}=x)v7BH31JE$l5+mUBZt1mg12GNljZ1yt*2z z7hd#2&AmEt?;IPWR|$hk8pgDAkCxuys`anN=r8g(IN@L@pK*_9G8QZdjxp@FY@e(5 zK58CtcTMaAqNWbp&`R$pyMS&Tp5hiXnmg-`-3O2CmZ`(QyFLR+wv_NP4ouvYr!IeJ^39IV1&*6~bCYwIy*Gl>6#>G7=wQaA0qiJWUfHr1&<3Dkp8ECA*liV0v^)$Sa|M}W5DPb5e^QTkAHnR&N9^q@^#nWzwcVz%eGLReXU4TC zk4paDeFx){6|JvPWX3Xe8jNHPVrCx29vl*7+>4}I6H{lkCSIY3@fA?Zi9>!+L7#SxZx zla8f$B+ic<*a7K(-$ifLga*LcOH`b~P_Xds<$&x{$MfDcbCVhiJUDLPGHCh}o$^#Q zujaCOw=bqI+bScLzHi@mJryUutjP-Wk>wvWF;?vovAiE|H_ue7BU2 zwy_z88b|$FFwA-{Zl)zq=f&71{+SrIK3u01Z)sV}yz&!K( z$PO#IX$)!S}YweM>*;jQeOhGZJy{o)&?p{OpgdK%Tk zdy;4+72dYJ<~?o)t9tcDytf_#C~M$u?-b|we#2~Lnl>uAaI~1rAd=JyO2aZ+EoYoH zfZtj%urY+}uJF^^K!+#+_}BMEo-W*GMfH=CS;Rt_NvpEBlHq*t1}Y~((}{!DV4(~A z?f_I5Uc4wpi=xgjP%|;fqwc6vQhiK5A-OKR*iT-u`mZO`?tDn?mS=1npj^jv`TMr> zPVdq5?_1zyyL|ZoSp^b4a-3@!oTXhtuSSpo+ovju5x<+R{JmVX0v%RVw>OloeiJ3|+h8mrE3yxp`!;$=eYOVkVL!J`Nh zATHOR2m&@ej1EjZ(w+ov{_|@Nk@*>q-lR;QrjXlume)>uUEZcYez(%&rLT2_+J!L= zOx#_3Ah+{CUWZwoCg?yt16E!jPjNOzko!_&Gd%9*_tVp>&pN{vheikN)yW3x+!`0x zaN@+f#*OYtr-TAqnY|!G$qVCIa*oEY&x4T~H$8Ko2XJIQLGtJ~^Yik#pgA^fR(&O^ zo_s`(R^A-8ODH?8Ba5{^nO#!9ZH>+Cv17)p!%YB_^>wsM&nY+M19Q69x6-rOO{Uei zPqvEb)iDR*%{lJ>R>Dl-lz&q3APgh=JbY{IcmTmgt%(QJs_4Uc#;*K*E1j_G!E+@V zSdaBB1K;$DS1c@Eo#%32)pQ{FM69EPhnE$_j6arc3yLc$kFz{CG(F@vr<+bQ?86m1 zw*@5g>ZbJcXT@MFGjojOYHeI zfelbaDl7(eCQq%GX$t;)`&4sV9((4$Ssth?2uHc@J$!r`z;Hx zNg`&5N)x}=ML7c2It=~5`M58ILIJ`B@Rp zR4XWg`02=!h`;i_w#ONB9oNd`VfHl*l7u+dNXx+3q6b-6)=h|;Rj(P>#X_hKwT#cr zkU3Ymuk#^5?MwpC5?0M_bJ%0$LRtX&x1C)2Ue7vJBHciiTcAF3!e1UA^1 zxFZ{UePQs)LmczNaT?pocRxexAmlDEQmxew*u1>4jLwiGWZJ@-tcXeM3h{lD+#mvy z*o%*yskCI6Nep>TGpn}W?Ra-ezo^u~w#db0q2r$6>qRBWl_@FPja8iZey*lfr|k2z zn4z)?bV^E3-rYHEY6xsHo)0O|c(T9CZ*RZO5Ru20eVr=;$NwaS;)RKQc;z8yBNs)N zW;*@X@(1Ef0v}XV{drteTaE~JBL*rK!$Vbv!c$mz*JKo!KlrrHUHL2yr~`t3P6}$I z^pTh=QIDw}V;*g9zf3M-g9z&oPTr`q7uFSpiL`MO8p~^*!ew_RU5JTm z?kdRIi9)~E++#7dE%P{dueU$#Z`7f6hp3!Gb%O%P26qlm38%pFU?L9vVp93wU{VrW z%Pi$;ir?6j#C`!?nNc+|%$&dUN@6prgf8LM92Q=)aJiQV`QuA zk7d%`bJV6FMM$m_DIGoRbn>$4MH*uCIeBtaht_mBnJGT%M$RRFm-kr4G0_%>Lqj~~ z-Z1=_ru{eNseCv=(BygTS@6yhxbWDDAAv;H>GUfb)8{(Cdy97_5n8nWjQL6&T{MKQ*O?a5=^J#WMdP#5vWZ^7)yv4Lt#$IG0AQ_b7k zMj*NQ-%b*Wh@P|#E5km>^<)pzM!TkwKI@Tg?I9w`GA>y&!RG66LE*`GI!*`bl3E9G zf7d*}Y+{h;1Ij!ScMMqC3VF&{ zVNhl7HV?q4c_D;!o`Pe`|5;F}mv35ThS~o^6x>0V4W*PdoxW;J+XeI&vR-D!t^F;V zwI48JLj9R<`RZ!#tAAD$HbJ|4_0?Y~wWw1{F%NGHJZ7QNjlg9^=s(7t7dZ-f zcYIPm^QNtK6w)nuX|z2pMREKo&|D^c2Jn0ph z89~!TG#>n`zjMZyNP8owMI89tkT~$3%;8Ek~nFNmFIUi2H#WHJ)c7v8{a+`Wtp7VSQ4kE_X#5Lc~ z7glph!2H#o^kg57K(HL62w9s};Ja%@THmA1hp!C4hoy3mqXV-pZ|-Lsao$Ywyqp*w z;4#q$0alctB z>V<7T5YIa^KwmNHI8JYv!^`}nEPdrK#F@I+rSYkUvjCa0NM#m%t6y+LPhEf>+!MFe zKe~nzpd%J5()jZi)MF1p05Cpy?p5f+BuIdJS?*&f?W&N*jxz8AR%2_wyu|rlH z@LUQeuNd1^bHbs?&emALTiaKLVLBmf!lzzYZG8LQ z8I%5j>i;}gUpJ<&h&y{n?4Nv6kyVsIdN)!D2iz1&kniWcD8m5X>hj3DV-k8D`_}V8 z@x!uRC1_{W8QQns4Xm4SG*Co2SD@+^4d2ZgzI!wE|#+m0kw#{ z+28+K`Mr9k%k@{BcWQT|5AK~2)tR38RpVxVCn=rM$L02)mfzdjybq#@pi{6H!LP^4 zzX0EtK$h&U0;+YMrZTJPL`+)dktrpP#jgiI6F_#YQfG^zUhy!)7Jhy;MwZ)~J;;xOrU_=9 zuek04;aTpRSm&gu8xFKx@sW2|wa<=eJ`S1vXI= zjr=RaHsYgZ_b4Gd?}h5U_-5SbRcSz`)QQ7&J@v zjyk#9G*iq`9xUpg*YQzlY17*2tU{$#Vgdq`u+BPV>r|VG94x5`3ZMQ%AgiUhW$g2^ z;)0W*I>ZfQ#Cz^_2hD4aR8@9|3j|J!Z9DHAhx*V5OH0E}5kKI=^C`Q8MX5BgW(-G4 z#j>V5zXauZI8T8qk+VDV*e0UCpl^Tf%$zwB4zh#Vle=|yxEn;5J;~;fA%qN>aBVs? zo5!-1*w4C*H;Cp${pXKTe!-7|OYGM^JyBONNc}R0YEig#`}l0X%~8f%oCCq;3h{*2 zGrW?4{X*OnqgdpzFjCgX3J%{osUa2=&Wl}}>-68-x8eaBRWZ0HGauBS0tnPz=EXS; zyZahqks%hBb7w`C6+qhs<2(AeVtD68@TrCI?*RWVTO<~#rk-8h89~E3kKs{U&(&L& zi=Sq0NDGPuxu>5lciW{O$O1WaB($LnUz6?<9({Z-XN+F7LMcK5K%rAR&7H3a`G(FP z0X#NpbvE7f>i&Wft02PfA?L}D`XDdRj7}7&OJCtZO=YX5>R-Y~{UQT#rUV;0N+58Ht!v2$|&rQEAo3okr=L5Me z-!+A$V)J!o)7F}jAHx6Sq)WYy%vLHL;-l}EyZw?$R>l2aIN1D}M3$xnzrPSBzQuSM zEDLJHUJd)7ZUrCPjcO3u1g?g&a;0uP%{xFHgrYqNOqSGx&@Hsr^>ea)p|5q`S-IoDZ2kxb}Oji$zmrAqnSr#1v;HAh2P zKM45hwtUHdq>RDbh{MbjGhGtiVe}@qk;Po-K97GUCy@_gHi9JJ>p`s&uk-68V%liy1l1 zWpqqh5L!w_u5##8@mCN9yNrThXJdG0CF7O~rA{k<|BUN3bDLjRi#`hi0)~U2jqoPx z$2LuHOCi>3eOQu6Jugq2-@)gupUlB2$;nB(nEzM$nb) zhHUpo%^-5rcV1_}?95D~zw_X!FW&p1JagX!gFGS5L0{Bw8i}(oZI+9x-`?s=U#qLL z;>?ZIA*E<+r?{$W8qS+pxI?R~N_phIsHwBw2W*9XIIvgq0=NS=RcI>3qStq1TLw>U zYG1dLe&yzcHzo{aCf9FxBK<`L-+!ZJ`xp`q?9oURNm~(j!5A1d`*zRL|LTE^^$1`M z4mWyBm6u!TKr+4r80@9<8YH;b`p=;Wn4$ob*f<|)M9CpRUZ`5&fsL89hZ9_tf4NI_ z;J8Z0a!>jh)U%(OoasL`fVY~DVFfcOZN>eFMpfhk%c)uSPdhsZU?Gx6^C=pJt-b{Qk*|KzVewOl;_ z2B+l(zsNfqcen;bt!W=1${1Y9%EMaz+QoS=I~u7zqHi!^xy_fwb$a{BgPOCP6XBEYL>UV#YDw)NM6Oc(W!&9tJ*2~SXuXZv%1r& zB%okAo4SB@+V>a-H$ z)W%hieu`$xXb#lxY9F{gOUgJWm7XaE(#I?MT$6xf*|^)lsZ*!ox4$n-lTycF@=CwR z-kA^A5Wx+vZoBcv0EnsLYA|KlwuqX3bvty}rMfRZ?f{lRVn#62j2VGW2Q%u+b}5Z# zpqGlRvuGxyW#3q7Z*$}e^JHpmn~hxX?W23)^S|mzMMYW@lE|}o3$-j%Q#fTqv9^+u zgwzWC6NhAs+}Jg%$nRsuUgD*2*N=mL%&FAVRkRM!nqNcv)9)v9^&-lw_+8H?^N{~4 z?+G@8ZxYI8&#$qSO+=tK+Jm1^Q{~2+*z9;uM=?6wYOnI18qp|H_Pab7pE1cSQ_Jq! zuE7&kv+CcuIx5D%(fZERN#D=7R6=Ztb)Hm+96kZIeSUO|x6ko&DQvnZ^~hO+%F6>y ze?FoPzoa^lX5!G;ecQ+Uh9)U@4Wt-ijNYZ@w?(amhwrtqiyf|(eYoFm!eU0(E`N7J z;wPZ(ClIyg05LRLiUU2W&^;mb)bAdf9W4)LABDrlnLaL`x8$BW)p@{x$r`Q{j7Aqn=vIaw8fqSj|nMnnKyu8xZg`Db_eZ>aiC9F((0o}Lb4qF#xZ>u^QmF` z)MnjFN^`TJJ!$ZJo0Y}973v|QvOS^lzUAtP( zuY0vs<=$1|63OX{@lH;=bl-SeZK9RR;NY~@FbcKi3&C{h6E6 z_*SLKq@%kl_K)@1d-s^S-L658{MPG)I(4l)d4vhC%E-9}r8bu?UQDw*pKg_MV>b%g zGLOQoCIJ~sKSR$LPd+g|rv0pO{a%%302kdFw;qceN{LOOKmxEHbwzOuQHlD{-;)uLXYY-Vc^YgfQX8wy<{+xsw#!v zI(fltnXVK_t870W!T>o5odcDzBh$7NSh{u2Q)fcE8qXfr^ZY1NvuZ z`#CXkD8v1fJRXP?zTsS=_CSC3(x4!laOr79Z3=+xGALxPRr-e1(qD~bQ2e1w_-D+_IqQl(gQ3(5 zRd*8>u*j1lg*>=W)|0!9Vq|P@Toz!x6O8(cl`~y zTO6o#jm}uYkO1?dpAoA9vHs$zwPK#hZ|6h1%{;l4`$w&=Ti+{laeQi4{j*NYTUTvz zGDzK_e)Hh|(wE-|Ny;*!;);$tJD+B8qdL^kF%qYcH}AEE-KMS%}jC_6>iVNU6_5_H1paj z1GEJ)dS0_Bo)UJu_gYZQ`yR^Pk;VSOsZkEYGrR~u(j`vUETvjGRB>%S2t&D#Nr&KX zorF53BlhI5JDZGa>0tP}G;!a(PFF;dEl6&TpY;LU*|hE#KF|h7+OD%WCMn4;uv?%b z8W`jv78aXuo*nDo3R{r_X z0ZhRpF*UnJvlF8%g~7r~1C`!5vtk)FPFLIh=Uxe$kA2+#wdjO$y4O&2%2`nNeN(ob<{2(^4-AuHs5oAO z5o066{jEDl8hhVy$97=|nUQrT!^&=A<1GqNu97xIJPIrxO8UK`VxY8}FXR(zOCM%1 zwtF1o!74IPK=*D?qht5z%!&tZOL~(I3mfHN)-l?w{pwEF2c!L$OAN1J)1v_0lUPy! zJLoSzHKo z)h7e2>R0L<^sxDECts!@zNO8doxOFmcZ}_3nJhar72j2TBG(?|BZ3<6A0D*z;!a5U zF7idt!FBw1k4PzC6Ci9>Q`lCJWi=cPd%lGjf+>wH92+f6C;0Wk+#NSJjfX;MI=rlH zb{kkaB`CpG(d;?8=P_{Piy6XoQ}i0%i5@ms?_a)8PMNsOp{Nko2i7i#5m?p0F5`=x zZP^KyH!li3wv_5+9w{W86!6qqk{~KwOZIYqY5Y8>r?_&AQn~w9JJ^&O?_4>7|+Pq8N>Cu)LGwA2}sQ?)V9i2F-Q(LAisn=OG{l}}o_Qywnr;00wID-i*SM_Hq6BxXw z!}1*P{3+#`2OZKy%@9^RU9&F>hVnVfWV|Mr2+Ow=MbDt0ABWegSFgy&+x^>=k()H@ zVBQ9&q5t7)H4ugV*r_kA9*M-fu+DGptM?2~i)F`bpC&~`dDTStjUx>BSQda0MAF@o*Oo9 zRHO&!irx&{!NMt1@er9C_{s^1@XtIzSHCY7f69DakKFbBcCSvV_1y&Dk3hbPlBT#t z6^=bvHsr1#4u7n1IT8O5n)s#!!UE2NC}Tu52J@NKxAiXj*VlH9B)pF?m`-DX>%j5! z_6loaznbNqn4N9KlE6D62lPR#B<;1fb}qv;i<(as!WYJyxc58*!0Z9NCxSo#8gR_qSxnc2#nlLf2nb_~WKcZ;Y;K39xsrLe1{zgGqq|yq2 zs`Ko-ifs&!g7~Bs`cSEe>r%z~-XZ4&`XMrSXC_n{ATJg`zHoF3l!_-5%xJE4ysQVCgv9GV2<#}R~?@A zfCRJY>_PAoVz5bGY1~WQ=+=wYi?l&&+UX^$;aTD$8e}F+sr#Duy;65KoxZm3X7nIJ z$x?wzcR%}1hS^TXzBKnGJ1pB!RV>Txah}qzH0{R<49hIu$E0QLJXfZln7YzU?9_3F zI)C7i65`%jH>Ve%yfAUw{Edf+pkw7c6vH~tzh7Kd>>i~#$B^Ovj6GvPHft%ay@*Vju&?IB6U!8VNBUNr5IC>6R2#`~H&NCLw$|euI#w=K zuLu5#ZVIIWzZHOpTyi?sBJHKALvCr?DElC59J@H}Z_cx#P6~oV#Nlg@JwCRYgV{^O50C-jr;ZE)QJ<*KBft9Y-M`^wyK!EI__uP`3LsP@ zVbN8z;KmgIZ;kjG|Do66thq|7jK`dJE#EOKS_f`KEJzF-(~7k9MGOEu^9;igo^E&4 zXadkibS@=~S~C;QJzLx3%(uEbckWE?ypaw?XxmB4AL0H6iKBn87qq?U!Z+gqN(-se zW$cPHER=Nxkj4bn8X0m!YZl(~H-};TL*F5(4&qF{v1i09Bp}u~8t-^}MeYS{n|F6$ zAG*Dp9N+49aG6Rnms_!_eW;3E{~^_)OmWGyK9-VnTeyF4?8GU@UxMRGl_5%SbeQE| zZ$q`!Vth#WVOO)hCAbVn9Cvv0xWAG z%}!U#(H%RZ)ZTOA)!%#)=fyvz{1?^Jocmc@rz*lpmPU8#*pvu=^Ld=uiGei0eGg2UXRA&b8}s%sN~WC8;<1e{zt#Mj z9z6xa60HXOyUa8Mf0HaBGD>P#7KA7R9^tVaS^nff z)X#3mhG>3*j;j50;#gZ85q;Wh_hq7bt;eN@+jtAZs~z1Oz){M#4wBX_wUKL?WFJ;V z0ubM6B;Qu59Ex%QSn;iDUTe_?Ab#+hd)#}%b378Mdi%((6PGU$5hO!O=$jjM>eNZG zby($%A)p^QDQ2pJGka$ayHix`bg*h0mk8-W19W(fe)q-)|%H*dZqLlG1LqH^Ca=H(0D zbacCB#Q)8$IQja{EEGTqedaL@wjXXpQT&rBM)x)j|aGihGR{dpOOc5}Ke=t9wao+fH9V}Pd1A&nKQzi)ET z-m<>am2n2UE%s5G3zI3HP0(1wbvVv6XEO`Q_*P9?bokgrE@=Y znLrIl>>cXl%rHc_^2IegyPil(1Wv5pRw^4jWssBkB@5q9!2Ao}-fD#IO$Y_X7bp#j;t?ftrK_Odqd?vV}{jhNx6R(LLOHvYEv z;ZORz!8k==N3^-3d7KOD#j5u2VJV046a_>H-OTLV<~yUXHm@4Gk_U7`O4GWuoAP{8 z3vZojZo{s0Zkz}S#D`2{KqDEH;xo8qoCX%?uI-&=O?E?a*chpujnfBICCf_1zfvgQ zWb@fx%*qAgW~Plz*jnrYeP>wp$rOzc3b?pmr=FY)Xuy*ov{r9_qbGQhU6k){~vLSTYPP$RqA)Rmz*?b{o zX|10ft6MEBi5r$K_Y-!*-il3RmL?=PdIQtI4-eDt?a7`X<9CBr95_+_l%y;JSd0ul ztm=P~nLs81i+z@pq}Rbhhz#3jm)i5Vg_z!>1ch%wq!n&08_~Gb0d59 zM7pxVx8G0W7cYxhxsM|6+znN($n86j)F{I*sfErgT`hpuKJIbgl4TXDL@2%F<&jWD3+&lS@fx{`0#)AJS- z7SpnYgL32QW}V$ z2C_5FQmKO3IoSLgstWiLkH*K-t1>L<)nzk0_ldPdGI+uBWhEVFWu?LWE{BOSVv8)p z^&fW5Gl_n@apzPSNBLIK#&rCYYws*&&B_3FivXcK90mUQc z)1EG*DD}mbcx~z80d5tMLK}-hc>|-r?%a+zJajTT&yC=Dl4(1Qk?ZOWv$-ddLFTR) zL4_`aUSfDl+z0Tkv3kis+<9))q2Q11aVBrE(POgPFs~jD-*Q0uQ9O2h>k<`zvzunDXs5rw&}NLp_&sMV553ye$3fZ*&;Qfc)5SN;IoX@V0fN{o>%EQ z6RCphR$QAGNwp-?F|=yhSJr-wHmP%yUg5^c0N?UWda6SgA);jeuFPm=t~}0+2`li< zR}`%vG^;dkFDsaB823~=3K>4hZ@?HC5TmBJM*R`Fg;Dqk;_Ezj!oKlup)UkMsTi{6KY|5fDsjr!`bv}lW>m~k zAO0E^wLR*7nH=r^jM&VbdboO|H*-DavChx5%%!1@Z@`yK5gYkj+j*#Oqv=hF4#130 zX^9HZg~e6|b%m}MQj%~T5fU=*^d}X{L3>!0#QT{^+b|oXO22>W&z1L4kDo{t4X&g9 z_4$p;g(sGN?kcB4^cmnl{s93Y*lw49xt>Fd460uM&_CjuE9XFlaudG?q|u{M*MuTJ zD409=pg`ba&Onh~W*aDiIM^cnM|!=T>;G>lSc%F&EtGq8z(M8yY&>R|fjTAXVedjq9_TVyt zU(tw+036qO^{YWaKwspi#*>aJap=V6w&I^Pm2B>%i7UG9a-FRm7O9C)LbYRoFI8;d zXPRca^1Q`<2wj?Hr~LXq3z%(>J#K;Y(9B(b^;#yc$cS;4ix0o)H|u6vQ}FYc4@C#{ z7zw!mU7+T>!^FToxnA(MXAKGi95=MPK?Xk>{3}Q<2kmZ2%=a%m{c>B|4_LB_|N9&a z`sjn8f~0LgXC$2VR2i+JC#E~pCr({tZgW?V% z@eRGMU3Gi+?tR5^D#F)KNSY^O(jWDHJZv$?vkoaW;M-S3_yq)3^G61NL^@)?YGQGa zq=;ukq+iOA+04?{=Xz&7*uT%fefVJafh+b;I2cp$DbT8X_3BJdTdF1~#G?%DU`#XW*kEV$@^baje9CUJxXR0& z57zb73_d|}serALK0>szWLd3{F?&AmOh|aU<(#`uIlHMx*kvat)gYRze*d5i;6}_; zbM~PNZ4ic`jy5HKsZ;$~V?s9^60Dv6+TL{D+zzXWJD!vp@ix)dY-BVQ%)lfq4xM%Z zV__7?z9ZM-b)=%~yG_yG|LQxcMF)BD^eSv@BguP{}!=5M|wwQ+N<>BIr2+&Eptf{Q&LJX!YFz{EA* zXt>-t0s0dTsF6Ef_A)31SAyy2A?qrRKMuN**4c!A}h*7BAznq;mkrX71d=D~E-d zkIWr;jg?vUcKtN>@xy@q5E!b zD3)IeEBYrIz$4I*O7!Qs-z(b}=9k;hyv7{RK@`q)vDcz`$KmiSdkS}RE|V3gQ}9)v z>SVoCS=rYJ3Ux@%m!HIJwr6zy-)|2_f56^E`|`nmeunTDHWcg6oBq@PtATkR5fXiI0d0oGPGRsvE$u-*aEWIV;Cna`pX~8 zFBaFDi|Bv#m^UGD{&Ydg4KTDIR^&+V_wXpVXy?DVw zoDlxfsBnYLY&cF40Ps#fVG=L3QvsKHeD7`47M^Y%=}09HjBT{x#?1#KF}98;XY&gAFnI25^G%7)oY!-Ndp zCWLac6D|lOkWhRRAOH7jV+IRc^qPyIhKMnpqTzB%VW8HQu@iThFSgXUs Irmy*b0QDKk^Z)<= literal 66859 zcmce;hdY<;A3yvtDnt~8h^QpVY#@77Bw0xVnW14tLMVGQ5sK^;g`|w^l@D1V%3hTe zNg~qoI`7~2cRYW=^Bl+B(OuzlUFUV4@AqrHuMl0G!z@gjnJ5$ri{=q^eF}w^4ZoTh zR^x99m&5w;8;y(pVO7er7Tz!T1O0iGV=5F%{++eU=Bw~$M#m$kTqu-vHRKmfgF~hj zh4L>=Q(eW--E^wo^KAH+e@Zj&I~P7HJBL~apFSmE{%(6t+{?GU55``!WVi~C7qvWa zW0Wm$?(TS?_Lbv<^}YJj)U3EY>1;dV&lvn%8a?>?@1v#1u@5!VVh36qYW$W;o^kIB zTJj!zKYX2W%(hJL1DR%i}@nfVeI5@bn zGt1z|rvx7h+<9nd(>dOt9b8&N<50+p5+*d4J5gJ(#D}8=sX1Hc5Ust#`NiAq-Y^>HU zBX@Roc4le1!tzT;+8Zi$S2YzVu3yS^viQr6laL#Hn1RDq1Oy3!X{R&_5g`PXG-y+bsi1A${>RxSJ{ertqF zs8_%Dg)A?7d2d{-#p(`J__T_5AH_Y)%*<5cyI-v1qbLjBYtucmtC32TifN5dbYGm^ zQ4#!kSJ}F)-hY3+m-^<>{Pyi0y&07wPGiop>-ZJJ6|esp`Z3zDJZWK4;l1VR^uRbL zyXukR_OF!c&dx|PLy@U(-`4Z;hWD3Vt?BEFGduR?@V%z-o>vb1w6wHZyouge#;U5S zC}*i%0;v{lUn$8x|5h^f)0irXjNRPaVk9kB&rc7shN$1X@cvo851+id@4JlSmP3^{ zUYHisdj6T)RdK{YT|>jX@%|2BQPHuJNh*G;jfQ$2 zwzd}EMu#Vs(${x3H9dVcOq2WCugNH?mP~TOoSd)i$CrCl)zl;{Y8l8j$~JncYHZBK z!+f##xyFu42}wy6U0pVtmbefxlair=Rz<(4sEtb*_FYfn=2I=SjvxQTNfWB+-0a-f z*=bmq?W~x#u;AYOSmDg283~sO?KmYLzM4Q5HT=>m^Kk9?_|cMVi?$@X3R%ild3j!k z!E!9#7P~+4)>c+|2^m<-c506P-PqU=R({2qFoB51nfY&L=6|Ixp5K@-kXtRRg%kGY z_jGHlRd11#C9i@9hwEhL@QWQAIej*+rWj@$u|x^WCdFCQzJ5dXapIb2=y3LyE!;47*TItzU#$ z*uxv&i81z$uYAGxZ96m9vmE=pK2|&3%~jRNXw%J`H}f2a zRe2S?xc;py<<<|;XfbB4{QYg_eWLhoqm}Wi%kdv5=T?>%HCD4y+VafR!ub>)nlV#~ zycVS@f^BC8eg0*|AGjYE7rx`@gRK%0Y&&)0gr(elExvrit=xO?pgvbnYoN@tL7bMt zE9*?Zva-@saGrH!WF(ZCk1|vpuojhdgfrrJb0S^v>(}y8&!p}hQKwN~wLQAY>Boph zbNoS0>GLiAs1+zD=Pq0b!=GjzMF)q3H16a{4!w2j#1{=3-)lc7%uzIOk<5n=AC8HM znF;$b)hm6vqtO6mx+aL#@_S$L!phQgd$G&;7q;!RD6wfTJ_5oTa|s?kbndG6hDl$JFWlPM_3Ra7d|r4KKvk~PA%ZU|X8CbGp_ zs-nX%ba6_d0$m8bfO*%dtIhF)w-=)T2sK*D|IT+~4F zecPTq0gqpk0elJ`iPlXI@?N~?ocvxcYEtA#lXB?Rh<0T`VWEbtt+3+Kl(f#rRG8q2c)HIPMTd0$gNn}+|tsL_xyQ> zT#-;hpvoGyWk&h*^mGPR*27=BpUQrt`kfU!?BOA&Z(yL8Yg(rN?et@!U`}E(ORi?!YPP%+zzA8KMz7_R#-SflXE%$HH{P%gL_nHLR?xS3bAV>^c2H z8D~SJb~;BC?b0A!yNcguxoVeLzQw9QR{oYkwjlnITA7CRq`BD9`@WM$^<2=gShxWV!F^F~zs)t+(=d}OzrTKj9h&?q|2d_8SoxD#O`I=i%kDaUatJZka_rVI*_R;-@W$u6}rd8#ia(g;^>tdK4@6o&rHJ5zAb|8T)cQu;&Pu1Sr41H50@wP ze^0#S$vIsZ`m?|l<>=A=OCnMfaZQS(UB`AD?N`m7*&XlRN&2jK#mQg0ZUsqJSOYC_1~ggoSoU&*nF{3 zoi=m<+L-^D`*K7}YvjdyBb?dpT(dhkFSg8liJ#^8_u8`c_4PT9Q#TeWS?b-tf1eyJ z?HCD~ze~Rlzkg=pdb;lJy?Zy%cyxN(Qx2c7sk(|ARa8`rlM=3fv}MZ{b4$ybT-8GR zt}BXJ-b_9#iy2xazlLjqqJ>c2XunHq~8>MwC!JTWfS8FlxruS5Cbp|3+Ul$V!22Hw5P z7GGY9jrQ|X>tSteW(umz8m@izh9NBn90p!j)rPQ3o~xwrDtX8COK;z^hov<^DF{s& zJBohWwyvX^xEg^?VT*N{sH|CWL5&$1f1dH&#l<_`{@R(9@-xIJzA0MV63^*~j?N)~ zJDcX1q~{4Yw1sM(TQ@n*eb&>F9sTkyqwX<7m-$N}vr@M`6?zfeK*8&^ensv4J zcO1R4vaFK7-3`bA8>k8u!d0ug@N&Q0*>W%L#>Pe&mkH)gqQ;5$C4_hFVgyXA!P3c& zhx@Hz9a;D>x@=*Dt%sAgY3_SJ&p!LkN&qa!~0XA~(9K zurM)o$aE&@czc&qe}Bi)$4H;Qt&{D#VZ(+tpn}5e#PINN-KVGbQG82F52~uFp0l$H z!E+Ook>PruYt|68`()m=pEf-oJ~;F3=3wet&8z;8YpOIRKK|(jr}x<>a}9MkmLo2E zc$84%JJG+KW`)yn40a?V|&WU2+kC7XUx$I`L0BvQruVmHu4#VcBA7EyZn=W1O_# zEb#fz(79Wjmckw!FE94qJoDv?&J=g<7N?D>7q zjGk`Zf3b&h{``66^_@6&Td>n>^DP@B9EX(Wm+bBA7*PXTMtSzy>e?)E-J7*;qoMz| zF8zg0pX=A|6Q}OvdRc_uxzm77E%R#<9TesA$oM+#2w*Sse=C2NEtH)O>sEMQ-)q}O z!3G#QS+KIQ!*3c1ir4oJ?0YQd%4As|-Yz0B z&UzS-!Yx=;EPC7a?dsWLD?b1Ja(-$}_{4c3OELh0cVXcw;36@@rLaMGGzF1yfUdCFZ*lBe2dB!~)UrQFt7``gufXOQ!OYn4^&n6A?msLF z6Lwvqdj|mJbbAowt%Wr-G_<-^>0fh}I2E*2>zj1qvsd3NvD6noywJ3Ee^*^iix&O4 zw;p3@3V3?`&@*f*J>W+<==xoarvjvZlfYjYFb-cXEpE0Jo8G-YIDcNwE?RCVaCD> z(Nz7kxw$L&h#-UXmWqEXVPTx&&Q#P2LKM7yb)6L1DJU&1?e6KhO-N|9n3!0coN)a; z)-7_i;x-#MZF+LWwWOrvN%(pD`wt&Jam#pvRgb31N22iw(j|r_3jX!d_$#_@-8xe2 zO0G^no0ZkKv9Sr1w5%V3rV*py`BLkSI@-lchrwsF#d`IF3r(Qp6B83ag`kFMR4bh` zXU+istABePKse&BukV*fHtZ6c*%bm>vsF|y+`z`(J`{x^1;8ZE*?M}Qtfsf%ysS0Q zp-7FGh8=+HO+UXAEeCY_rWTf#3V4Dya&VkO1LoR)G3G;OA80`>3g*$LYYr$WneE6E z`qOxhE*M97tGM_b1ss=`A9~;KND|X{SzIiO%4v9inQY#M+goOS{80J*y}v8ntqhN( z;z(V};X8(I%v0|&SUu*a8h4Erym(Q2d&|Mj7OlY|rg05mBSqry9FQ)6Tv$HdA-W&XGb?C+&8}F$L>MiyE`Sxls@5&c_d9Q`L?+ms@ zH{C;JfCiB@*LUjFso_Ts<-?J7+1N%v%4JkfRt?t1aBgYG?|rh~8_^Sdw;jH1%WES* zAIPgb^J(jgi@o}v7);r{9R;JCPIPDUKs*9Eii4CRIRr%JL^XZwu4hGo7GPMf_q8iK zXyWZ77iwt7bL*qpu~GqM;pq1l_T9c{Z~vr=jZIq8&}3T8+S1y3m8YktPVZ>Lov`M9 zJ)_RI4Ys|{({!?4EJDH~gnvWKK#`N0^~!n)SU*A;z7eq-XE;n z(9*JQ4J)7F;?#!f^LcpuwX^x`K9N8C*j*=@W9hD5z3MIb#OP`0{!1SmsgdWCvm+7` za-H9Q$kf{w#eUVv}@R}~DBzmzNXfkICr*CNs88BKbh>D7` z@$%;EzhHq9Z0J$d`PZ~g62*G4>|IAk=SuUW)%o+IsKfSj^un{x&X&5}GRrZ7{Bl1c zV&8x=Gr!{5(f!{`KI3MMa!pMxI?zTG&RWuLQuJm$X=?iT1H~Zz=1to8@~^30+*XvN z?>a#~Ba2*AJO8d9v$G=3VKyeeM|7j#38I1io*w)ZxiQ1-+Xs<|t*G<48{#szogAwW z*CK2n=TyoG-?T8aj3-u?n_F7CCr8$A+(@48iwp19;Z{2)CDXDXaEg2#l9rMh`ua6{ z_VHxO)YQeNJGV;Rh!di{K|#UrPf6KU!K8aOc%e!8Xmxe9slhoc-;zH+YW_SqJYYbTc;I;S!%}1U(>hNGzF#Y znh?C#Xr)p9TP=`zms?Ik1xG1>$Q^#A`t)OudPX56nS6`it8~p6yW~gLNi*}h(2YfI z-!?-c&Yk^h0fJQZ_AN_$dpm@Pht%I0sUxGKggD+R6VjcF`Jt4N&>>#2T)i$p(R$T#e~(@A-?=TD^2o}{ZuZ=Yt~i4N#^HJInL)<7PxOzXqfd@adAW|h z*A;#ANX99d%6OLDRe}4V@tHH(bBWL}ZRKhD%REn7Z?JoHxnII{(oiRMw#4UB)><#X z;?Qqj+<%O$Iv>>t+@RRl7yekmv-;!5M`qy-clcAVEno+T{v3`W z8!Ib+aM~>9^~!3OHw8X@x(75!Z)#PZ2qc!c%ZvCV+b-*Lmg2Lwp$6W8&bKh} z$YE$=qF&qxWF<+e-ncXRWoBtZObplDWY=2g4IS=I=TlQtGn-l3Q=LZZMJzw+>FK%8 zPjP23ho0R8uJMAXGSaUSTK!Rz49qgeA_lP>yY9SWq+^Jt2vc9I5>u2QpAO2 zfv`d`T)$~kAPgAG<%J)l6vG6{dHPh=2cRejD|+Geo2;dCYLWtP-@kv=b5L0LyKniz z$XcD=h@Hpxy47vE`WvS(5L$rcNNvdGAZ}9WUB4Pdl@^j}1JZW65V8bQ`tgL@(2`RU z6MaoQCPqj7U_0r2gm{yLUzr9Ox2c-<290=@BMx7_{EVu3Di#H{_q_V{4Ow$mk$NKg7nVbX~HiAgnk|^++DseqV4p@!Pj=?fI66 zbxx5BIQA(0hjdB{E?dHT*=)>=VoU!q7JWLj%dVHv~ZA(;% zIe7KihiPwfa{0I|h|Av;M{F$@v4mf-21a1W!hy z&pO}cSMiyao4>#Q8UeQ zLoiSGsy+~!5R?{rD1f9NfB*jd$dMyMFMj;`r2)BshDCv!>|Fa18z*$_25}3hSL>is zO+*$K6%lY8CkOh;J2}035JRZv|KU=0Nx63%A{(iV4hrSAy?Z%8 z9S>ymy?uM^n=VU1W8`xvomnQyr#?VQBt-@nmDQjBzPo!9PCg8SEuN3tUOc*BWwpJu zxpQ!^!qCHmOXIDHrj}Oq!+jTIXrgc3x(e37k>tU7((Nk`T27+ zXLHtx>`jNlxsu*_8g2@|b&CLLC_JYwx#?P?Z$PXPbB;}TelpiIYizAvHx#?5jRLxT z0&D2$6TwRJ3Jb^S_dpQ;+>y3+qBS9RgRoS|l`l6T5@x?{^;(YFOBos+O>yc9kW)?4 z-4T&eB5?D5@a@}1jNQ;X+`ji^NmUTA1}Awq5}*A!X;w~pw}Y0HRqCEB!%)4HL(snt zfBPNZIMti1vG%3*_6-6sumJjoUYvLU_a!)(p*c?0V0_6)AEu+;LH;ig(PH-6-Pg*K zwQ1&x;#oiY<;x`s5u#8ovkX%#0zsVNa{582`;mRl($de&doh4r9hg?*TVuZP%a<>q z-qUAHL2WqQui2Gzie2y?1F@jdkXv)RnFei36|KmuMQ;TM4*#> zXJ(Sy)IXFHIoB@`%1@7v{6lj}fxWhXI*@G%xmMQvlPZn6)rs4)wz?ytK@hFNhD%(3b+x1KVF-ks)kZPXZAJW_caisat zfjbH>!7w0ZXUvvwYN)C4i#R%tN+Y-Plm2hHfS@2tR2LbyDK4T_!yik5UtnDBRZQJ5 zkzD>05XR`yi*HymE*Zx}qn}Zc);2bRu&LK_iuprngRw2)G@{;87uU=16`oaGgA{y_ zPN7dXldsxCmF?0f>#ff&#f}|9}7@FB9DsVn8UGwbO@}cJEe~ zdH$Y=ycen>PRHPS#?^=U!i5WDQ9zD~nM|BKc-6Cy@_DyxA=0F=v2h{o4{kI;&BC4Mz7ca$+_r5SNY3he_wLyTi7kL)JPOHWCmYFiI^9vL^=70kqEgju@cJ>tKHH;d0(844Nl|E)zUA!0$STTA> zX{9oReJ5n0v|me^%~e%2Jo_(J;$OmeReeVaz?ZUSy+2n&3IzSA1|jsrSKI%UUQ17_ z9VfFM$j?uCYo$LU`?*V(-Z~iNpaxi=0`V7)3*X()16 zzlWo${0NgJ0?Gavn~B}G_?7rT(hUyk<)flOpC=6rz$6e9%^Z7__}d%U+3(>f5WlS~ z<|w+@PAxeZnR6(`8UvyromZgk0Y7f`tl#@KT14mR>B7#{6sfw)Y3LV+tgKS0%c8<9 zCs96@Qq}ILOW!yfty^^S$kC%U5W&OZgHxK{ykUU1b_f8~9L5B6Al^M^Uiw2lLcv&k z+w>N2YZxg4NF6z*Wv9Qzw|751^W)udrThk#&3lzm5OZ>JdY+>LkOkQMYR9vaxqN}l z+ytgYFElN{#F_d~xOPJbJt|5ag#Wd$Tb@1^N74aHYf);{-`AISeaWrR^36kHz;~o- z%JrA^e)upFZRV}VeIPdzA%n;A*KUIS58?C``TQ%_O0>Ro=@wc-(&0ON==&XC_E|xr zBuJh3C0DNOg{Yf2Z_${EYk`i|28Hwmj_lXOq#Oux+6jtVAj7FcU(CDMD|JhO_Tfy$ z$q$a`{eOOaJt0-{Bm!nR9{7`~pGjnWV4Gc(*dEdN;$e|31f7`~NBp$SSaq(0ZlV=< z*6GYFEPJHfhjt4KlWmn}QOD$F`v$v*AP~3|M>&Fb?%Y{}YL~&s3_Tx9VUDA_L*Q_u5UHHf^rhzRVt9 zLb>_ld;dY=phMWmD=6@T0<`qWfLsCg|9Woj5HwQ9dW*t)(a}M>4AL{F;u9fb))qO9 zN?6u2N9Fka5r%Om6`RvM&;U}Invnr4Mj;Xv=sj^tA?+qs!xdDV-=~Qdepf)P^LE`& zTsjMZBBZ=AJ(iM|mUI}9C)SDCFFjI3pSc%<-(UkIcPv2}y+NAAx8fy^b-XgZhy>jL z-~H4QpAW{M-zcv|y*;p+O;^3}mBU~l?)db}iyX!>RW}kxM}(kz2KniYSlcpE7)<6z2->6 z0LPlQy8a*YmOkTmJ0wld`6<1RDT`TP09NW=X#6ZaCp z*YR_kz{Q?Cm2d79a?MNyfN#l~5ki}TvXfI%BvE^@8R3<$1<5jMT+&-VHa2z+$dQ4C zMdQ$+)!=kP!^1bAM^?7C|A<((lf7S$lC(zHcWbR9c01^?ir~Giii)PzpQ{E2_~1cn ztY)5k?fH8h7@aE4bJ*EqDo5;+D5|Ww6cq-6)Z|@@a>BEXF^?WayURa7?rawehw^6{ zZ`xEq`>&manh2mp?q}LMr|azeTq|7zfwWY4@{tRrz0l`wHMQUi?#?RH`157zrK~=0 zZKI;N zfFi3uzH*SYMiTDGHC*NK7neRha9JK}WdBd|Jw&dC6IbI8CV8IEA3O=I^KNu>gWX~B zPiyc`>L?*Ib)067RIng_Yycr5p{cQ6CBP#hD!u*hFlsTF=LKJ2iDXNchie#$5zQL4tR5b323# zhH$3v8V+SPRjmL+k${Q{rR^IS)dkn%zgi1Pz>c2LJ4r|H&}p@qJ~E{{cI9uyT&&o1 z%KkFu$;Zb{VuiF>-$Uwmgq>MiU#}_>rMi7X)w_4>-rnBJL3j1_hv^t5!nk>Ons$j# z`ZX%8xBcVH+4Z#1XPxU_1qUasKSg)anxdb}l*pgdo8D;VWRg|)x1wa(Z25Q0_tRR3 z1n*T24)Vk9DK9SveH59$E|@B+nWj&_X3aKv`8e7TDZ^n}hV&%^!Fx!t&18qoN$z}l z=UR>!=TmC1Pf~YR1O3@Lg$LILqdrPnqWFFNy~?JTP7bC*7>a6+i-So(f{+D2AS0o6} z;HId460Qff1|0>G+Go$RS|aL{s=hkqFIL}1MpSq1nAOC;V`(5{-Q4m%<5}B3Pm{AI zCNy=8G36QR{1OMUkaOfvkGy|;v$F7DU0Y+Up%qoZDypn>02+=5U$ANN*5oVKpHox? z@8y|jMg8^Ho?9br&KC7z_Z6tb9O~=K>idec@ENtWGua{Q6g4ST^sIQm7rJwjO1Y9x zMm8Aie#dxZ(eq5Kw}XXyjJeE1<3%T`LexH&S!*3t4tcig+ct!-ZQ8V2`1_mPYbUOn z6xgs-gtC1;v)~_vMm&W;&CHgC_Y!Lht&M1flb2Yu3lZ(BAU9#$Llr~5@ zFdUTHH@O`bnx8xY9q``Ru3x;Gt$A#>nVFd!CNWYIh zGQgQ}D-P8`9c?wv+BWxV*PIkb11G?FeJzR$li;UUK~5p63Ir~}-MhmE{e`dn7df1k zJWv?u#ja~a-Qjz#!{D7Ww?%MFDVLf8jU-Pmw^mCS8uM8MA_uSk-g5ed?Tz)@4xIx> zUigxc(1uQUXP~t1E_h?8S?ceY*21J#OOdtX8D+<>=?X1z zv?$nkDP|SkBq@MdUB#BRWpKZ^XAYSbZab-nIx$qnN}5MereWf-5`M`t=Khe z{)VfO8N6vIvajf}?!<3%x9ToV1fNenJF7w@N4F_s$Qls_NJCsgn1%^lx90V=pKVzN zJ8>2*XNIcS80h0(Mw!IRx$2@4Qw~k+ugCa*ce9R7v6DPQfgZcAJfvJ zoy!c`0gMCyUWdHxI(~kBdC&Q9gTa@Vh)YM05Agdx`DK}3>QVXmlHuVi)B5)wJz5*9 zUGI>L6+H0Pr~MeNytzn1!@c${_ax(IJUEYi%dmp&fnvj4?nz5ZRv`hgo`)w496bq! zjKu!^6Y{qWFXLWEIM?rqyhg#A@4_k`aJ` zzP>&ZoFARPc0@OgLv@k?wZ4I?ahk;PtVc!@IbL|^rrFn+kYPLhcO5X>e}T!m)$r6u zH)_VNW@Ely;wRwm_~jiv6+k_E`)ioM1T*A&EjmM9a+$pH3&@@12C-)Y5fUdZ9@HHH zq#=fz6xWC)nVH2vI_&4~=Aj4NaxV(Ne`CU>op!InU{ zP7QbiWQ_$ll2{y2t?IFcg-q(sE-pWir?@y+z6HeCaM1^T#|#2qIXxM7FUFrb+fow2Oby6;=%_=!N-v_e1&E}1M@4M4oO~#tpJu>)o|LG0o2W3 zT?i7a>>$EAzH9jV_ZGzobc7hi>vE;b(OfUdDYLz;^Thu%zuKw$B5Vw8Ij5wFGfPxg zR3MoM+SWK(KbWt>coK09D(%uFalo-@Q#H6CaG@H?m&_$_`8v0y3!AG$@oi&`5l|^; zC=h*xum$rh8`hB+1DCAxb|P`2jN{uaa4PJBq)04PS<;`ddLYGfD5ka@sf-o7c8iJK zE?{lPBg}^_)(LG&m;N-}YG&oXe}0);S9S~v%n2cU*TbtAFuSo%-CaIdoiq}KIg`6je zO^Xdo6B@hHE44nIq1;!&Xcj?JaXjkWKYX zh9CzM30xAh2w2|N!gvVZe(@1>c_i2)6?7nRkUCp_-IMHf#3JJcLh!>gzul0z@|o@6 z#o=$?ZedG4Nri9JQV$EJg)bu`qu`WRl%xV15=&&*8nei7;)$W&($B9Wut3Rq;@OLcHRGW7(jFK@ zh}Fyd)Lz)FFn2@o`o!*=04g9XqIC$*;)xS26v6*o*WcG{Y=j_tSM%*Q>m#9{+oM+} zI~k!G)xc46Lb4B%94p+d1_Xp0e@+~O>SS{1xU!DUIv&G^v9ZHG|CabG7|AKeLeqqr zv)L34VM*&zZLU52SAl1oglOxs#X5w3_Ol*`1&#Dy=d&4MEpKndj*bpYU*Y*LJ;ePU z-eLQ^puo}$-^xG9(Y*ezff$XyK!4PFeU1{p#l6^qJx(j|{}bWPz*!M{W>#?^KZIIrw|mny@C=H~D%-9_Gi<-|;1 zzv-5A5hi6MJe=7uOMexdsl$+mD0S+ZuGx}YAEv_XKyPh6MK+Bi7_=Wk#~oar{gxwu zM`IHc&Q#!UNob5wiH)!fP_R~UOw&o5`E#XX#XqNN1+TPcq`8xcB1|-Ribga#BBThF zfdO#`5g!s}2PS*Yz8zl44~Pjaf%Hfm_H=DVgH^_6JCm`8B%R#dDWU!bL^ktTy}}!c z+9z}HAc1BVb)6?WcSVK7GecL$e)X0Nf;$8PZ$SzeSHv?z51VS1$wK}2jTz3M=zgfMaU?%hfURpukb^Z<05{#@ zou&sXly(-Gd#G@sMX0E#fI|5zZ}lxJQ+VVxjkwcAR>pS^0HO;2yxw=QhmB;AG&6TZ zG~SJiYhL`h^4C-O-kylYTR-5g=a(JS)uu0e`O@ajB80x4kSuD1e#mh9w@2yQHkWKg z8N5Ex^;9G?Q*_Us^;}%R*fZvkxX4vvfzMf6*S(aKl2RoV7G?p;{V1FP8K0Hc)VhtK zrN41npL700fPj>{%a<=3mwD_%emMZJ#T@P^kPdmC-pfA@^J3NnX_xbK!GOq?_<15B zITRvp%Uu1=dvN{w&}(a<1)dY{pkDofZE!ef-4+VP%W993VHAFlH_3j9R%-Si zeNbAeP zgS1K}mZH{P!k`$BF@_LQdNl6>KO%HIJa!40H^MrGP&A>EyL^a_`k!Wqqg}VstgEfl z|H6))a1OA&Q)OlfdeNs|7_n7l83G4 zyp}KVjnOI4ho{~)!X75*TN#{HY8q8$_1Ub36^yHe{tp?zZSDc`yM=$>2K0(J)pB~2 zk-fbL_AtqYlew&~y}kZTZO`{_cm|AXj-Ez5yvuz>H}C|9VE~ai3fy-Pfod4bIc;Xe zcn>K+_=4E|=p-z-SMLa>w-|1KA!H5}5$*|RDW5C`Gzj>_i~te2%c$>7`JhcJUwFls zC{wIAog^}Gxew_F;?;Z+*qSO#Rq?})0vGO;v-uueE*wo6G1xQOhv_0*O_lg+4(Yof zP$BoW9o|&TZf0F`@j=QhOcR8M`&2y%h*u<)? zt`j?K*+SHjP_2W0OZLaLvl=JGXlgUaI2ciI6-a8h{O|l3#1+<{5?D4_T3GD;UVD<; z`uzC|{kyl_J3<6aN+oI)k+`4oA7u~-gbeQr1bWVI^~7pF#?6Savaz$%!R202`=yGi zF@F8z18g=jR}!&og_B{7`1^i`fp8?ZM_@ugWu{5&330%r(+mGKl_;w+i@(=0F&RE@ zlSI)zpWK6zuzte^RTp6ffv5+wY#NS^66b&2hSWkLJBccTpN>Ucqv#EYx1mAdSv-9{ zrX@=gro2@d@STLg_p5zGobk)L)AtlEG$gpv8Qa5qmEr$)8v2m_~DP&SpLYX>%~bO z-(DBKM0l>5$rCcjfhI(JkpBP-(!j$_;uVIad}n(9=i1Ov2z5f~-&m}oV;9jhe&qP^ z2CVtHix-)X9zFWh#trE!d5<}U(yP<;KJ@I9H z6ZRpBK0-=q#j(Qg_!!2ES*>MRRY9^4kh(ZSKqfvDdPPJ7~b2b$kel2Vo7(Fs>)F`Owf)?DMK4`}4J5%&UGRpwAV`{aY*`)x+GMn? zm&FW4=;Xz6H)~9zkZD^$cNz-pQLCSo(s25Sp@7kytg`I$u>a_YF-_TusQc)AB}g~v zJ_z|PoDe-$aadKAw*K~(CT=(1`9V5YY% z{TL5{qW$Z27q8wFlpcbO+tbg{MD&#H8#H5ozl`EkJNoumu+T$~tz;1EzhRbGE(${S z8?o8;6kK@tGN#NPNg4*>iL?;)Wap(~W(g{wyvI!(uz%gie!Z+b-DC)01ai*9hc~Ajlf*d`czYJsWH@goQ`20=9iclK%uY z|G&PQNYy$D(z$FXCGR~h45IIugHe6%$=_BHD!p7y@3B0*yZ(jUI}!?;KQFR2kV|>y zc&0y>;4vC?e4%W1#~dOZff*S)d2}PAphH63-HNHAV~VE%qe&7P`7>||Oj;0BxNMUH zDucOS9)fG(3!igvV5Jc7>6uZ8R#H@2>cW@7%LU&2B%Y&Yy0MKzS$NGhc(TOC?oFW6 zdURJM|49-W*hLe7Y$2VvV1#<<5IH8n%~!8p8T}O6YwoQCL{7j90y#qm^mfA%B&Z)T z$UMjib6?-zF~BgKwb$?dt8u15!0_aNenyHMrFo$IIws^82z8!fVuh`VXhQaDR-B4@ zm?TJ{<$M42ApSJ0TSL!#*=7}rkgTbf4r{7CqJuS(CAxPN8>&b(rc4Zt9-J~ZR)*3) zFi@^7-UcIhokU|U#GnsJXAp+KZ9aJ0x=UOQ_Y=j+CvS|LvE?=RN);uBIIM>TARAtT zJu?p7bLG#k3*PLv5x97R9KI+zOa5!Homm9o7J+ET0OV$|-c4J0dB+eA9Fv~_*O&#? zqyG2h1FwshQC6_m&;!PRg)I{Pp`I@b%`W|(Zo=@}IQ;SluMlPC|4hsm{~n zf{NqgYi`fr@%Wq^(Rqb=By>(T`7Dle zwzPg39o=?ZQ*-zL3bOMx%18*@B6KawO{Ji{O6G z!YQF59B|>~)birbxQ6I7bjzlLZc}f>yU*Y{_h$}fJip&)HA`mndR#26=W)ISm8Qi_ zU*G+QG|^PC&f;H} zFJn!Iehgj?v-rwF+3I&a*n=r7w4CT6k zbY3I+YL=r1)r5?;P%6p%*8^|hiMTDQa9`^%dZ_#AvWX5)U`Plf0&mUp<*29vd-q1Z zJ5;>$zu*Tl4$Kr=gwjde42Q)MnS+auP=)jU38hLw&Iv+UE61A3yU+NV9gBQ$F1yq( zD0!f%X)W@i7}CB0?C~*03?3LSFEfxILFGU}%R$jRsJ(zbBp-u#V%$an;tMe_v@INb zpblYKc=Xo~43JE@U-$6v$RC|r4)XypUkXI5#B1r>D-lj_NYSQTn93rWnvMboyX+la z*=lhzazaqC=knYa1B97YVONs5?EmFxl-o64LMwB-zct~=_G)YZA|SQ+*FfhTBA1F@vYXqQCB)*vY}vtN9RbmJqq~7d*YEITAC-NL{YWczhhw6HxnXKH2n@ zUS$OVxL7tTAB0Q*=6dh4@Wq6vlOw^O+jK$MFlwSP&};L*rNMt&IhZgPA4p;hJy$M6^+o( zii~fnr)S>~;{R{PxvKf=Iq&@;>iYIKZcTO_Wi2i(EhwWUfkR|RZ=w2T_D3Xv^UwVL zee%=?VKxTBq!B)Fq$U;Vo;h`jhJx9{){p_H7DN#v+8w-SlryWZWXyhrCv@*e$~k*` zCa`&sDPA;bHEg5hzkl;>-fkv(6PV~Hdb&DE%!>vEt%1c&6nbK>KgBNRB`px}J!*jF zSZBPI*x4fAjN=I-06QYrq+%K$0cr3nSltC?2g-X+a|XF2nc|%bRc+{>xl--V(F86Y zZ$Qa(-F#o*PZB~Scs+tL)RNG*vHHDf>FJxU(Wxu)N!M15`GMYzFgw8`b_tYG)R0J8 zmR_}HO*B>aC=NrK)8W%`NID?|7^L8ha5a(25qLo2l>ku8&;2*B2nYb77ed~^DfdO90 z>wm7edw5iT_;5PAivv4bbd&2Rytpoh8DARyAYWNG`*B{E{qI#o-7zpphwMu|I^fLWrv!rcN$3mD-)!n^ zCRKg$U@L1SH_`>iG!uvq`fTqD?rLEjjmP3i@^MM8587%H>ca=64=)tSlG=L@qtD1_ zljJfH_YlCpfdb(4L1N(bH9u&A$1dfrqCiK=><_+du^y3F7zmJ+j>* zf)nase%U%o8+W)t5PJuDR zy%!J>VS;c);Rw-+`DBTWoyY04632oBnH#q~o*SW|EH8q71rGjE)j!9Y^L*;xC zmBri3AX~MVRiP6WOGoYPmgyw#Q$m+E2X-Yd>L7q<-hWq=){mhoI!K3bbu7?)+!tn& zs6R=V?{nLYh{Gc!jJZFYh^82qq5Suz4-5(aZ@M=O2_lj~g6vy`^*UiX2x?SNwn1CV zadpJ@Fh)5*UoL;5k?C$GfV|@ zH2T07_k4NX1!=RJr*0TMfOnt4IbsPnPtSDcR!q8)4<(Qg`7s%jZ>ZsU`T12KL-~L( z|9hED4T6+CnGy#Ma3bSz@#ea6XbQt{S=qws$XqD$l3|&d!iXO}j5iQ~?2r5!q#~No z$1FsaXH{CR)G^l9(Xk0SO~(DP;mvWuMB^jx^(gbanqyYMhZBZCpVzZLjorZ925;s%QjI_X5xk;$455I+_#U>?4Qf=7~pJcpqIflb-Sf@ zE$~P&XC(h}cFJ34cYSA#x6#7l&HIjvM0xjlF?(ACcNp@8q-qfreGFG@&VCu;@;C4{ z7v5f(h2MGY?AbVZyj9C=2Y~0jrG=9&MdIW&#+&cB7!Gy>X)A!w})T+AI^QW*G{m){fA)1L%c>}%_8{Y4t`nZRO)#T z5aG@254j&Am6})a8wGcv%UM=jAnsY?7_$aJ{P?-c7JhYJ6X<+^UA_^l8nZF z7^a{1Ee^XK5>f^GIEQn1WaJ_M-@qKS72O3PgNl<=AEmet!-#1*nMyz zVq+9zfGRS5N3$6dp>AVD@CKr^5H(Y}Ox6p87Zu6C2u#ND1y2=GyGp{Kh_0Q(4={w(TSWJY?qH;Q;LQ>sQ$H zIBqDDQGYTdOJ>jDb~=6gun*TnW~VT#Rg1&a4sI$ao`;fG3uA!1`$PWPEIm;sQ1%@0 zCK_U&!mTC!2asED?5FaV^P$1P#D5^cPMg^6b)FdFi@lw+;RNVI+vG?$njk@RA|j#3 zO7o(=cD!QZ?DhYlJw+2oNH+RizlMH2JgLx6!GTZ-(;eUfj;1sI~FIy z+4S`{7QWYgN9DOhe)zz^z?2ih=6C~(>?JA{GFH!t!yrlZct?(&SoW5^=8!omz&GuPq`4>s1tSXBDb*!Gv~i;IgR?(1Hp#(K^&{_ph^Bn6Mk zID#z-kHex|MGyIlee+u-{wL;<*K_QCexA&UPEDr6k>=!PxDI4M*bkW>sI65e${5C- zF?*WwVc;01`hck6oNhs&FRtqh)k-S1UUv7!8|8hU9|U$RnBXRb?X1*-6{S)o4b#I4 z_Ui1l4oNsC3Uh$K1w6cV3_)o>mgk1>K}L!^+jB8CgYwW`aQ=AO`9J^QTjZhbk<0>K zq!L#Gymay7%VU-{@6p$)!3xn}<2)vG2Jki)X`ALsOl;mH;cLEZQAx@5u)h3n-C}{- zv(S};OC|4N;uJfp8_Tvcx~Xd=oR5!hO5X*Ik|;W}&j3(KU$FOE1?UsFakmk9Ng^@X zn_?S>5Sbw8mP{4EV{AWmYE`w@tD_GkOPc8zK36dYvn4-CUahvQV1xJTxt>0(1ViU+ z$rVOi!WhQn!oDM*LPl;;f@nkc{=(rSulwuicfd;%Qk|=8s8Q3E7?C4n0ea{;EDiB| z$Xn;U@Y+5NQ*FSt=Jd-IP^2p!rp0+YR4SI-xije7U&0*W;=q>Rf4=o z+II>oOYRIycvdcq)I>FO#vV&hTN3y}ts$l9xYA$$w4>2v*Zh|vyR+jD;>4<2>#uh! z-Ga?SjJ9P92xEY)=U_|q6gh2!Nbv(y{<(^;98&lTK+ZIEb&lXcA|bG)q`- z=?LQ3jvlgPxDiKJ!&0g!RQui6i=VaR^mWB()UB@@92wW|5I5IIJ6^>W(PZ8G+{>JsoX( zKl^#^d);eY>$WyP9cL*JNX5P%M#<`jRB!O9e83ayav3kFSnh*@|}W$;P&r< zB`v%@;6kM@-mgI>7SAGo{C_DQr$%t(5#__MbZ`yavlbnVc2#+SkkN`J@U%&PgQUBU9&LA+17ydczs(NolVF`T%kRFoz@k5)wmz+3^_egK3V6gI{@XGUeA4yI zX`)4;t-6?JmPv5R4n|F3p<7V|^P$FTU$NRN~K{g`d1$2GHOxcLUB@Vka8=aU@z|3)hf98b6 zjjS*E1bSEYf=Jsb8Cq(2Kh#R50Igy#aoz)SBH*092Npo{(E!ZY_Jf)ZG*Z!sRa}gf zM->vlL%ll5ku)|l*Dkc45+zt*>BL95_IHZ^Edi|^g(Pu^xT)tzD&RZ(i+BFERw88X<%BR zZ#@Kjz*v##g2m!FJvcJ%3b?liR(16h9@+$#tyqM7)az7hpkc$>Um(U+`SKDgUo{RAVdqdc5x>|m{3p;9xh^(9T?uz9mzGnx#tC_jlL z1k@I8c0vpyGU2=}FoSuS=x_C9Qthy+26WYh~q59V3ThK)-9BlmxWfjkJ`A08ZA z=s!HGVC~6T)iBh!Ze`1$V}FbK1a7e4CU8)1&mg=P)r$^dnZeZOc=+>M7Tkqrf+HV; zx};olRS)G~fiS+TL?HO&cKps8*e$drvtemPk`*jQlB3C+QG$h>j(qga{W&KgFE1q9 z{`30Me~FJuzlxL(`|WyKSab5?Ig15)-fXK$!DGMB&!Y}MdFYgZsg z0bi}-#PNfohNIz&2=G&wTb=K30fr9T6On_D+)@E+ls!sCXY|eb!Pk{CD8a$qsp$Mz zigJ>uVs3D@UA_+Ci)yB;l4`fAs+bZIVaSu~+S-nb906aCz`(M8Ql%ghHT>qgEa+EC zF*)J9?@J|{Od>Htms@ihwq_Vf5oq>lYA=)p9KHL^29Q! zI_ir=pxd9_9_@-2CrFKTxLR*8dHP;n7sK|9#&ZP>N=F@;{eqXW^icQp@^TY!S=&Ea z;E2T+CzUI8JJAFDSAfw-O9$ERF|S=acQ#K|{tP#f#2G6@QCy<8m5WXY+(~QkNn5sU z<5l|*fbSV@Veto)*O717RS;}#_jMZwS|Jy$3&{pG#>vQHIv%bO8ZMc~d?D%sK7q6R z$^_K;T3~RZ3fe#(nSFy_dwRm?KkzZ0I_#@E?XGgL{V#YJUAfJ?I~H!AAJg$|uBPVN zbGBs>pE7Y6DlJ^t{&xA-e>T zKq|=C7$}(ppP1Fs6G;AN9}LNrnaqcfeZf&S`|cv}AHo2N)BszcEESL8@A&t1li31n ztqF(2hwXiTSA5^s=N9j_+Ta_E_+w{H+zaPZwaUBqw_?r{g&1^IxVgDg7FH;kY}Pqe zmGh4wTJwPZf}osa$3xD+(b5KvXY6CF<8y!8GCFoZzSBTgzB zrwK+4=cHgfNumz_Q|BKqV?G#Fe;BG5m3VW_g7P;8$IQ4(9i57rz=ueHpOhDvJl+Op z+ET&Kz@fIq-8~X5ED!gSolRnKRAfzzDR$h58Uii!7EPKeL`WP6mazBygkS?BOjc! zlEV&wJFdn*OZi<7qG_>Xv}YzDS4ew!9^*&Z)Gmv^KvIcL7xXAm{p~y@ADR@Gc(drA z;o;owcnOW~jIht0`N?9sCUB@GTNQ9h#rBtj9ZrUDb#(q>>o* z>h~R>W+3@cgFonK?3>|{ktm3;95uD9hi45>q^@Cbm}*A==bgEN_2Z<^U^seNxOS9h zMw(OVy1LGMm@j@ylF4Mmns6R7vn?9&Q=c;_f|1=HDiPE)A?#34DSON;0yu)9M(Pzm zp9tH14?coEGYw*xHm?jj`{ud8Qr{zG4aa)Bxbb@8W{VhSmw;A{ubYkx52C)XsGFKs z3+WTlrx4ycavGaQPtBdvD`#lvJuCo17&tUM;wFPSFE=_oe;W$q9{fUHAat-ud*XM} zR;@YI7%w^Wx=1+r)P0+i1C8sY3f2h3jfv|^rr~M^uB=_KJZRg*;Gt;>3N5GemMvR0 zXS^bycZ*DK@UG;!4lk85d#?Gt_%Oj<^>VAbh`hmj8E=p8e}^Wtdz(DIj}A8mPDwrC z5oe-|2WlU;x<%z%X{Gn!D-6z^mdk&vOpc4|7(Q|HyQDdK^25UE2mz=Ua z_9yk;k@M4Z48J)-866`v)i!opz;r{MbV;!%^ZP!3UZ1-;DydC1)g1jY7?`trwAZ`W zX0@LjoOh-`$k^X`T>p=7g<8VLLNoJUzfSz{u6QivqRuA|i4$j(giZ`2tVV2Bx>!_v ze7vQfPDJ2Ein#zS*bM>R+otNZiuhi?yY=f ze%gqKDZJlLSNT}X>!G|^uX7_jltP|fCc_)Tm<*oxH% zXz;5G?Dt#p;N$8Us+{TsPyEd8^@ z$49J>D^{*Y@=~}lg~|SG+sRU<`%gpJ(ZtK_ zJso?T$%@&=&YyKC!gec34$XLwSY0rP=2emw;bHQ|+{-ZIZ(ULGAXNFiO)jIBp{wpJ zp!6%AQ-IxS&DfHC$@x~ZwlYMS=98};aN=*>Y}$KHDNh+RZYE2E8Fas&rJ*ed+H?dn zcb=f4u<*PZ7KBFJd74x1aZICi6Mj^X<)xU3&Bp4N-6tg^=QG4fcY&7%FhrYfC+RAw> zy7pKTWx-ketu`rUai4_flJc-cXW{oXX5qq;(ECM#J=TB=u+&IpGmL)l;v?b=o+z74 zpau6mp1O2nxZlzz)NMfVQV$Qh{DF7IyX(HPoEy&7GY~fFG1F5*eZ!Vvd)NGN&1Mb zhAEuRm+S+Ln40upkQ}!8_j}6v&IXZD%}7K^8t)m3{0s5D-K7hvP~?>55y_uKa5H6n zU7_D*nV4_`^lsV%>GF0$7W3}ml)ttXfv+jz6L3mlCp2Dh2H;3xii?M$^pk5*d@qUb zH-xwg{ulLS$H$qtXa@%eh9Nq}6L|g}xZ;I47?FO^34G&*qJhB_Xo^#2h9&tZA2WlI zGXwn_Lvb||6BFbhsi(LQ0vm&6m84JqE9I>p!nuKXSckL^_#DnMit;eVfJ4WQ4q2sq zGibxH&FRF;Zh7G4a@!9t)8BGDkd4p5ae^blJ-TYY5r>J2^8dt^+S7MvKZtr8>h6K) zw${{Ry1+`@TnQ-qCfinC2D{R<(lkmx4^o z#0n+%P)`2bdA*f0)hr9x4J(%mZwim;vAo=zo?NW8Z*2YO>^&>JWlX)aqcTocFU&a1 zSMW3X=4FqaKTC1Ic7z<8SQ69FqugcewOM}o--)wxH_dQpdvS5r(K%oChxL4)D-qjn zQEEOM%w#KIx6Lrc6^3&AhPqpZSS>y_Z-29l#Qxd-``z=6o~(AX@%L97U~!7n93Ot9 znQGp#b@PK=P25uXt@5+%-cPY|ZoL0vdFv@1rBr$BWm$fUcOS4oRVvy`HeMISLJm>( zzz5Jt^vqYs@++J?Jrcti@ld;_Z$~Y+Gy<73?xx8jY(DQO zJ^T`ubm7lXCi~LlkAXK~nUZHY*3R9#ceCH{VLr!M#K>juKYzZr?c_K(BTow+;Qg$}yBgzp;ZIiEx`>>43TCRdv)@sv?2*PB) zp^rOit<5yURj4{cw5&LZ6Y7nD96IReDi+>fHT(h-6 zSWL`8U?KjpeDW_rGOb5<1A~7`OUHL6A|DAH>DZ1tQP7tXk)&r#7aDR>X9vVS;1T(J zL20Hl2!$yGaUw4hENgpb@{i8@*~3Omqa* z()MeJxq*NZ)*qy%rWS&{Y$J>g{=I;hf-S;oVS-WE;O7!?SkZF*B#x+dAhH34amSb# zI!JC@{1`JKsV1Q0K6$$VK6o)0a5~w_#jm=Gn;~~wF(QS|jn;YSPH&qym6pb<#>2$X z9;J;(6h@Ee2q=p1P-2joZHOyBSNXnVCOeUyiC6-xco;)pp3SjbH23waNpA-JR%0Zm zXxx5GX?=wS;g6|6%w_*PT+p>QamN7Hqdkr^@u%RKfkBkrh`! z=kQL1?a$ps+Z4{eN}O0a?#7B4!G-W*h3(a91gXbYY5SKrK`FD|dTxmdZYdmmIPA*D zWQ)r2vVb`_3mN~}6xgS`gaqq$&oF-Y+SjypP`outtK^oJ*FWUqg|vo-j9~v5YEJo{ z$#mUIzpaAb#tGc_{7I+F0Q00|)#6U4_s_0cJFHx8>CLgy`=7_k{2Bv`p8n%x6#Zrn zcx5;QuSEk=!NzG70LKXk*HV1 zO4TUO<>XU!$xfbEq?VqIu)$JEhyMY+BFH|rCL80N%rfu_kL)0MGt=3}%r3(YKDGNA zdSDqdjf88FZ6WPQ(I~PN#L1NUwg!CrA-5HElrsGMc}_9RcBhnK61x-J9l@*s)lq2=t<|ISSg({(13 zrAHncktYS&!ItQ`=^bD6w;E~4BfmJX5ZRBD`#<7JQ5e&eJ8#=7nYdVYPy)wQBW&g9 z-Jea>FFI~J1$+9`*zezE6V6!p=Ms~e&2I7~ruiLj#um$!?DZGJA*25>lxeyyYdA0l z#)oJd3XAeEO?Evn(N+7f?D0+^)?a+!3WHTR|GBF(nBfRjt#b2>jv!v+@DGa_z7k(K&1aCS z?87N$?&;wxmd!#&!pOh!9Ghnwb;e~T^}xT6p?}0k7zuWsvZh!BQ zYgD9|OlHn*-V9+|Rw*D~GLS0a*f)k_*lut1k=h)+E3Gr-rp zcy-K3Is?2@nQ;x4Fel#Ltoi#4jWR+U3JR2ogkT!8;eigX*CkV7Y5MC2_e%7BE+5Az zD>&<~f&dH?xI#by!F{rQY+~;E2}??@b({~m5KUc}RIwVWCU*ltM2F(z0+j|t&^u_X z(%>y+w5T?F?e$Pr(cOn9laRs{)7;5L?n!8n`!>_a4Pbgc&1T<-ZHGxzF6g_Ey9+?2 z>R6+qi(OOM{y0wbT~&kaK8%UM=Kbj(Cv&8S?ZIatPldljRsbvJFxHHRiHzl2B#d_- zKI~2DXm8(}7&`!PdkEP3;nJGiK?z+GiuXp)Kf++XPCE)BYYfIx1M>wUkq$%pY_>#oVH-ie0s=K?xQ^P9&sB8{%9ZJY zie{xLC(hbU!HKsp=$C$VdP*){G8|9yJRp%dtE~Dsm8Xzs3J!?yev@ zYckDB0r8fBw(*vuxRf}6t-hT}xo{wYrxVRMBH9JIXJliAHsw&}l>5+SBgm4c9!`^_ zb=aNki_Ll|WPL@tqgyZM>*>|P+4LXfK^j8>STI~O#O_f0;TD&2&&Q6vWJbs z5Y8_}44=R)JUBk8OKN4b8QR*`vosWOdRo(c{X6R`zCo9giV6>+DaqoIsZfs{Nda*` z#tSwa!YmsU1w?+tZX3S9!9bU%0q-3@J^WE~GpX-z$@QxjJtWN=Nl|gbNhk-Q!zy&J zz)q@G2W8Y{tL=CZ8ns#^YR@q65=5Ke@KvL1;gtF$>4~|sQ%~od;Z8n&oD5#TY=Bw! z6?eFUtDM`knjBF<^dSQgw1&UIU)3%3xsV^701eH0D`YnM2@^l(1vlIsA3#}CxGLO|$(=`%lc>7Sk!Nz!}` z&;_8Y-rI?C@rdtQ{#I=SE7z$$3|bjbvGqWI<9YJvQ8CaZ?(b;Q(bH?I*tH3HL{rnb zyY4aQojPI$9CQvs46-LBdopwZif&a#xAFYJ^?R;|qdA<=c$Xd?mnEGBA_zUQYs)c_ zU{bdJ-~{A&e}AL*=c#Q1ku~In4gNv0^v*aNK9*W>>ylI(gwLbkz0x=pFyx4vj@ITP zuSukWpS|N=uMdFa=y`)VXo!QYJCE~gyehVh(|0M1V5Txg3eic*UV+hZrx?D{Bu8{m3i#U z88J{RkUT4^szyDrr!EjR>$L6fW7Xjr`@FH_&%H^S>cg}oe8emtvykTF2rg{`851e? zN)X5v_3ukfNr@o)IZubVVD5oU38ow$NJ=Y#VW(+tP6Wvcv@BvDAN=QwbT4vh}iqtmBNqkD|5^NA;-aW3IE&4jqalt20wZtP`BOGly&c)1Bf=g5o?V*)$$ zaNSV4lr>e1rjN})I5P=Q=yh>^holf)-po)}J*R85nMJ=6gEGmc9e+=us@XKND(g7}@DjP2o9}dL#`P zt<%0G37ZH}Go$NBewO_Pd^xn&Nw|}lV527Gih%2QV=v8pSR@|@3vL;Z4f=GI@_Z-- zTMY66S|RV8-a{Zf>5K8x#{i;p4n!$gU61bHU-PxR8JI6d@rW)ddW!go zNXtSE0V87Srvj|F7KC$#huNT0&d6dS#B0dozCtbwB&p0D2SOwGj!B^WBZ?Ez3~f4M zdZB%RUQ>&IB1z5A$fp^1e}8?|zP1$YY^1wc*G&KMRJ(ug-j->KYK4nF`P)$X)> z+(WXek3?e;Gg^qSV&dYWckc>2=b#_E z+=MHyLvydg%_~1YKj_L<2S9GCpfIw{&CMMmL47lkhp2;scSp$n1PMBkqXGE0v{~LB zy!~60d}0G>Dexq4zj8q}gIvb;^Jk@qzyPEH#j-3J zPduINPSttjq6!|D8)9Z5M7SGIXJ%gTS>@&Kp6~Om7c+(0tNiDkP>^uX_f;`D$Z2c^zZ^G}&PTX`K_;2GZGXnW z031LraW=dRAc3|gx08?NWHyyT)4RZEsl_4EaRp7Iw>0*n+~&3o7M(FJ2F#SsYhLk) zP~9MlQ|3lb2A@3>Xcf>Bo63r?lI(0ll|mHUqzu#7T3-x4mVEl%-eKk7RTePBvE$UD zDOZ; z=oLKfxTT~_5JSwR^12a$&4ZJ&t1h_d{d=Xmg`yZ1{FPP5v6)OKT^ESxar;{9)Ie%9a zUNGgifzqu8oZjl&6C^(I?`dj3*kotDwRdSD38ubNUVILeA2sF zy<2y^pTN;6oQSDeBq%%(SqH|_)!T0`*dWCK+e;2{kcR=OO7 zTLIFjX?lLFlxjdQ1A&aJ1@O#m(+Uoganz@$YaWB?h#uwSP%M&26U&b7KjPfkXA-t- zADr->2c973+;Qq`-D5k5u|ZWG#meZoLXs~Kwmz263^BA+e-p!tAcA5j#PxYKK*s9T z`N}X{LCuIJP)cV*KO`w+F2QIRk48%LX`gcN&w=Sw#G#I9(X+!jjH0F%^$;+;m2e_-g2yFV>h4}o}{X$CQE{5D&dH7~Lehb;zo96O0uhO$Y%A1ImH1XQ>Lwg%9ZPu&)&2VoP5Ee)S>@6Tt6a{yf7`zb60iPvx28{^C$;&Whkn@6`37tjZcs#8^6R zWXa)>z@h>pdxZmKHxTz|xTD5zP(R#BM+f}DCR1;@w)W9}JJ3b}Nw_b#3DPamZ69MS zg<&bj8J|a-;R1^xa=ep<5C#VqMVz3d>wr(f5a_1wsC1LTvl`5(z?1+NgLP?BvNzhx`rG($X{p+R8B@q=B~zXC?|jV?6w^ zhYZso{F}yGV5%P{1FF6{fh!xY!f@#~vg%qg%(qWII%81&8OUD*Xi21aDws)_z?FuuJLTlwOI0}P%+%#ESh>^d zsxga2zL#Xo4w84)CChc|9!b0wkjRZkuKx}}GsIOp8AZjnOpkoHc)lL$D|@v3$xhjN z&{okKu=4E5U+S41_;awQhu!A~bdqwXJ|^drvz(?HJGb4q1J@+b!97o1L4fbUHrRf2 ztnyt3#HLeio{4y?1qTCUNQ6|w;Ghfp1Kb+oEbJcrP|yLd0Rf`J4Ji^CQMtX%tMbXi zDXd}CdJc%SQvL(vK9IKAE;*-!svB!DD>fAu1S}J0Wu7Jl-aZ9gI(uGJVs=L(@AP~n z)Or2&_0S?87(7i;Yx-dqvKI0zxr?NHVJJ?w{q4`x$@^xkdi3{oS&ZYu8YJ7tjmS0s z)0H2=&F`kRo3bO8Rbu1Qejo!k_I;LM+<~47Z_%@0Y!>RAJYk*B1;{ral=J|wss)I- z|4n#U(s7rHk^AyxdB^X0{_Z`o`TXns_8UoFi-*H#@cV=bf?K{q6xE^l860Gk>MwSl zb6k#{WMCJ_VuhIx@E<-}OOXx~ddv0T>UNmyCUcCwb(E?Ygxp8@=IMFSJc-lPupCoF zN3KFN`f$~)1NjvEn$2)Sbb#(mTez2jKlV6)3!flow`D*zrrSp0`gXmv;lVrznWv$a zF*Y}kYvwkFc5tL+G4AoI#A()tzJ6Yexlc`S=yK-+_fN#a`Q=#F3JA zDB#ecGNVw4$pA;T8z4u^5{SaAW^(Gg3`}CA}h)+h_XO?Py_@@;BHPLZ0GIM zz8)JJS!)XK#+P+L%7WF@63(c#eWeehTR@>iPvJBq`_ct2F1sR>M0O^9zJcva( zVM{=8dQDBJFNXmL^wbP@LOw>NpXKSLu`p9d2~FZpARZdJ@n*OG6!&QyndkUu}o`f`D$+u&V0Fqe!IHL9_6Rq7zOVscAqSF^g z{D;mUQzR|&_8Vo&BAY|#>93*~1PB29S2xiA>9mGXk$$4T1bYeqv!+W+U7&Ub=vx+y zt8e(Q&T6+L-1wkhD7{5HYZX>ShXG}4C?_6cLf3z~wUr3?znuuPL>zhM%)mJ;0V}G?-#b9 z>ZU*sT!^0N+jsA{kkhQiFq`V}VIhd(JFemKJWnUYg{a8yb4FF%aCeQo^fEwiCceuwP%6HVh)NaTc9}hgxmV=`L zK=xHZS%5quz)9ehNsBNm_5mt>*T6zL3qTVEUIHLV6~k=i4sMI)HH!Zn^RcI1E6$#%0U%hT zaFd1C(^0HzkF}R=#BV_`TIOv<<3AtP@D~-LpWQB0TrjtMjv%5PR&fm+M?p(KC*bYV z?OV5AF1j(NbDWRP;?FOUR~~8=5fCUEnyu@O7Nh;=MLGV=8Aqe^nveSM-h&&+-Ya|T z^>I~qs0ZLQ&8A>&_tq+y>@2U`OhST7Kkmj+A!Kfi%$2%T3Q+$EB9;4CUUXN@QSny` zW+J2Wz{S9NElp<5QHDSDdXZrOB+#dcLgNSFSUsvo)G5~0hlA)?%xbddrdtz-TeHZI zi4gR=g3T75|S zC@-NpA{WL$2FFCD-laX*wpjW#);PAL$YEWj0I+#NE#hyXs6zDlo@pzKUq^|2rE~2` zE6=AG8^k>99f@4vfLAK?3g%SV7H|@9A7VYCGHr|glO0ZXJg%N@C%2A zKcj3-7c^YO3o5;a!)NdYi!oRli-9YVj|tT|*+u zHS!1UDz8POfH@y7(|cje#V~{b!~T*}ksV8=cWM_>Nok+YsjAQ%X1$Hh*`2J!(x{*W z2?YYM{zT`Xs1>lEMsJRXKu1h}kG#!6G%MtUg&eq!5l4+wAJtVmL886?w-U8npF!;} z!`D6wAV*ACGE;)3v4C2j&{(kGdOL&q>t(|1SrS2Q76Rr zg$vm#s0N(FgrLQIOdcK{8r+F=D;(N4Ow5rQs}N`Xki@bXLdf!Mvz`Y9@-s{Qh>YyB zkb!zGeoey9w{Y}MM_P+agKA|I&@QmxK!93_CfCTVqng4wr(6d$jQ=X&Z-g#mX=N;79-tfj7!3%G;kBQ+c;U}wb z@awuaOO3;vi%JSOLjpvJMx1p4r0MbOyfotA|9Ia|=+hx%f&*cSw(}9hx*i-8gsIO~ z>{)UB!i5XZ*XwV-9Vh_m5P-`~Zf&QbS#re*-C(&=CE^oC=$MsiJmEG+Ai>#S+&|?N zk}3$_x@EZH=2o5DcM~WJ^+l=$$nQrN&dPu=*ls0JSMWU1B;^CfzPR7v7*1m}xpQ#) zs0l~5TF7JFhTq@&)KNB@x~6zI7{4oqlBs*?H9VLN#b<)iZRQnIxOkj*qaw5L;+9}s zw*5uNoM(fcW*R-qc_RWfX{BL!dmJja!@Aiw;t6xAmbH2x>=KrU9@~y87wRmd1cmee ziBA71R(+}-D5A7^8R!nvMASR5i+IYrs2R*VU_gd_uPaY%ZXmxya&|%UBsE9EE6Rob z7XNYJ$qco$!@JurbD(l)#0n*!4fFs*ijShg2Jm`cLGs@RsfM>rY(BLRUuj)Gy9v?o z9WvKRfTr`0Hi#iaO(1K0VpcrGNmm21<+pF&C=}u$4UK+tBg;MV9w>i^@vyKzK_jz4 z-60KKI^?L`Xr7E~Tt!#=;{J-=6i48lT(|yBXO1zS(~Z3xxVC7VtfaU`wvGW)q5Tix z<9QDIn2UCY;CQzX_A5s3r94qxym&)z%LL$^8$rJf4)uNbP;lU{F^c%@r@7C<!*FV=NwY z9VlNAWhE*~5b)h*N3fg?lwK%T!tM7V-fRs_ZAHBI>C z%{v0HcL*nHnGrC19-QqPOCF&6=I)q{jtD58hGXO&S9eVlI(l4--RgtV z$fU5hOQ{J=qEecvfLGO_Ld4`YQr!_+ge`ohv2mrlbC{1+{Rx=wl%D$^67O^$rl1kd*vJm)wNK zP1c+3ZtkGpM?+nCt`A;HhSdLd&j1+ghK>6P>hq0LAmhII7_(-&aRl`KI1b324`Zc? z1+=k16O{w<#vbCgDiSA3m_gpr+hvu(4x%r`MGW&Mm0FfB!;T zU;)1_$sclMZ!h%j;Xc%T71q?KLBPd9_^RE}B-1BusYFW82W{>Pd_x0{iB6E(k zqgVVTQ511@>*+7@h=1=P^IA{U0!`x`oF=T9Y*`}@`JMv%B3CAAdX zv-Kv;5s-;fUln$k$R!uuoB?4EO*l(fA*N&!jASIHr}o0q(_K{2NfrSDt9kk~rFaRh z70~86JzF%Lh-eX4{l77*$9(a0qWd`um@+4)578Xxg*WDIarN zE*xm#4Q?R^SF))A-H`n6@U;hSD9{0{DFz8De<{0}6-_gz|PTGMU!d4**s1*A); zzlcJvQJXjA^cw%RLg=x9rZxEAMzm}ZJ!>^Sa0FQqbotO^XQScN4u5XYv5z2$r%4G! zo&gK=aq-3l3BEe~O21IXvp@IZ}EMNvfM_ge;RNB|p&`u$;0o$EvU`nKZkQ z+eg_HTtwNkq1S-66k3`M3QdiTxiGygGi9z)1QmW9E>)4Bq`Czwl|2lPNFq?K@kn)aq;7_WoU=e`2E z{|d0&+Hy2JEbQrrvx*ZlCW4gfi5Q{Zwm&lDc3gb?yS0K(_pMrSaL5HG`nUL2L~B?< z48=b~S9B_#+Z}bx9GnUxR(?byD!Ev-ia(-_&r5dek#<-1l8hFcoU zVTcS;8|^B@MA*8wFIyr@elCz*w=40&QLV-NDDX7j01q%Fwa%X`)~+RFx#jE7|F%aplC`EH zfhFNM*~?=#h17p!LL{yC_L%dxa!pdQ0)BqQzFye$<%+rh;GE%*Y6WKn5^0O>f@@IwEV}DT}xfg_EH4&{`>Xn1#qL4_sKCeij8C#ZPMDrgqDz zMR@{b=AC(VVu>koBtG)2Y!ARjh7(C#akOj4IS`>U7VJsPF^;ARH64>B;Cdv6vkWXD z*X9)U8*r!EuFd?b>KwuRqnI>NJu*Qk(_ezs;W`4Uk=o5f!yQr+K6pS*fu0#tWkQf0w!BsR zfsP8b8j;9VmC9cPE7ApNTUA4@IVp>PgFfw;?k0lPOE$ZR3CISZOZPUG^96^XU^YnX zr5xzDWiD{->Lki0HK4H9;fYB$uH&>i(t!9|yQ^(6+WP9HCyn<3EHABc!2FOj-q0P`d(KkTiZHytJ z)@Ulfd9i*@syPp!42B`5-M-1ZC_Y?KwKF7Jmzigxk$T=%NJ0FiEo8?i%qM63V4MDJ zK!*a$e-v(2UaCu(u0m>t%v+vYc+6SN@drK?eBmlxDWw==jS?%uB7(^Ua-O!Qa{YNL z()Rh>u~+<2++h@xf0ki%L}JDa{8fZ3h)}Bky(D0V_Fj`-N0xc?p9fYvVUBYInI_u6 ziT_lyi}Fs&M#zGkU{qwwsULFOQJ4M>rNWzMk|IF=7IvPI?pL&onV*BVUinUuUsu$k zd)BoOPHtVZ-(O-iAW@o)IF-(rb3a(2n4h9^+i4+oTlDVsT#IoH+M6E8^3+ z*AG|W#aHoS^Y?>;kCw=`z#HKDDdzBs&NCu%6NVS3^YFV$oo6v!(?@!&v5?T6s@=q2 zszJ9a!jAtyhMdy-;KE;qo+5ame!oTpD<@lnTS>0-86U$oNYNk^7bk}+6Spa{MGSuB z)}L)Ld2!|{dV0r&fXs5@0HC*2hY;kg-8*#L{a*@{+T%itAeD2DL3liON!Yav1=zt& zGJsF@gOb~Y1(|tIf$Z-|N_Wya$29UxWEZ{P{|@6Wp0xA1+F(uTL08=KE1+Y!i=cSD zy;`dIn;U%B^j5{p#jS2W!s0G9#phN*OAmE)G9MnV)48LicplBc7f90`)&bbcEcln< zyQCWlS&GLu9a!%X&4(urNf)~}v|V42S-%xDVSk&Yspcx+1R~K=H)F=+wQnH>ets7K_i2l=@ZIrhK*%%6pVoFV^!sY4}&5>EwQdxoagynB%OG z5cqFLLltmVbRZ&Kj)&LvK5qJj99s=y9eA7<=yW))DJWO(hV>5giI62^gsU9x#2T*mL7*_< zlWTX-1&C`{vOsCd{#~GE(Q%Z}cH^jR5oM#`}{vrcm#!&&E>=7Fuf0kh# zs|2p zHPpaXlrj)!J($MB&(d#CmMylh^7de={QI#CEO`zFNbI#1d0E)5#`$b(=`f~{F|NP( zn;0}T_=~X1o6K6UMwoH$|l=1J@a;=Qu+dZON$c@x%uvp!@!yI-Z?YPEgk zrY^mw8mWT#2V4ons*jyT!!FCgp$Cr14U0x>D}Vtl|cP|YXX6F4JM z5fiP{q-Zuf3VaK;!nSp7eZi4NhA+$$Ysdcn3X9e$j$7y8CP=z)fAIe&*YX0R4-a0^|1)2A(AxN!u8nxq*W>5iYrBljPX+eok9&0x zk(cz$81ykcB>S_Q)_wUr{UeJ!%06YA32zCHz~i=i7%@2At;?^r#900I$bQ%0-FRp8 zZEkVICADD}EJPm=cL<@D<`UUz*hO;lv6>|h9d{_QC4VSw*)oUG+P#W_o|>CNS?%`h zUe=B3oHM45IrO(!sW-c9Mx7on-Hb<6oMG-fm4~0xqn1lQoU=m_lR4+SN?^Jg*=B@R zdlo*v)R^*5_B#Hrc3j*R@5(tnU0mw87=mIEjvV;H(3@i*h%($_p!IO-rD;f0-YAzy z^Y9Cuvr@Y;bmzcESP=>O&76FB9HKwswvW&r>lnonA-t$b>-JehYD_{#N0wVt%ZyP1Ov$H6>ZhksSEJvm3y zaE?!^mDgfVwXB}}Ufr5SzmguFjDv}Q;6|`ZJ;1lrjG&fa9 zfwV=a63RODSCQW_os&q|M0!3ncqLW60!@YCUN|P81?vLD82^`8if|-vd7*+R*oS#v7xywB`y8!ns_O?NM8i6 z7^OKKo0S%gXIu6o+!ToP)1C8C+Y6(ffmI<7wioL6THGCKgJ6Zz2-=WsX*ED8X_69` z&YGmm%rzy)M9kN$ku(rz@5ZClS(6c(b02602LrSL6C3ioXMKF*EE&_mD0|7?l!z{RXZb1o0>~#Vw z83>3?Aj!>r^{fC`u?T2&41JqzI65LLQ`E2q(8(ha621*NenAS=y}N#Gt1LhJ7;gWI z51_Ess)hsNkAej>g8`S;9mQN6FnzjYZsX_}gXUbfmI~P25^oN^6B+OZZi+2dq`zCq zRwK2+K{d7);mbL*&GJ!sSs9Jwy3v#`qL{Z8WxWxEPFOW{S4ogj{bxje&k7blPGsjw zyy@0$+XOTBw<*XvVhr&c1J0_k51F+E>_eE?KwW2|JP$0LoGmGBYzTuRaI%2>H5z0bqg}i~(t+ zv1;!57#|4(+wJ!gT};kq`~zG%or! z#%iIBB)eeuGypwO=>L;NB5f1cdu@FlZ_?X4iDMG=k1XK2x3Lp7gLW<`)kJc<%ch8} zGB5#dRXmot8{li&kf4Ew0|+>aI+5lv;6Ll^MDWhdna_*vV}WJcUnoU^@A>M6^^K_@ zpP1O&r(K?kb_p24G&l#03Ys{DGb#{FCK}UMQ*@Tv*8wAavFL30{MHo?hfj1i?ghbJ z1Ygly4c;?+3<3!NHNHb5tk$CacF>Z>BU5d@=*}ug0m&5$%MC4qDn<0qqQG*X@Qto} zE!y<-NZ!2o;tPXh@;^kQ_0_IwwEN0L*F?1I;W4*tSlKjV#o=jSN!8&-BAAe>gr@iq z32_8zKn*^ZbV4AW4&7GB*ezmUOMMG~g6+2sEntwT0>Rd|F~JCOUl+WQ$D67}Kd%bc zxj@xHQ;m_gFDNd*aYGh2r5=8ak>D841cUCkoEK4iaErZhePB|OrXoa@AKk>P>x1B} z5E;%{K7NZV#WaZi4cZ@~vqw{Vwv-uxYE4WHKOe0fa}$69-`b>#drhDT2;4M2hmrBv z0JfmcE(fuQkjIPs)j~TBc==Si;ZUaT?T7yv5mboa&!F}OM3y&Sq%nsBkakWv3xdb1 z#mov!flA$Yb(lEBAYd~X=yVZMiV=e(76dRqi7%Fwap}LFh7drLdi`>J4;*NOy&ai1 z;;xWcCaD0>H7G9ode*16`PI*DGL7c&Rs+4w%E{@$%b&nVF?H`mOY#?>QaXUBc5j4C zbT0@Td5{@HtpSjz_wWF4Cb?yH^YGu$hN?sM$>Cwyf+o_FN~;uXL&R{tn@*R?+6Z0% z_QRRsl8bdo0++@{LB9sTQslxZkjY{3Np{8Ir39ThA3_WK=ES3xmX%P&p^HTdye$}7 zusB#19ZMWJHOT*Fd0yE`1Pw47bfB$0<&Z;>2S5bJL%k00n4&Ren|>FhOaVW>@(Nkp zat;Q7w;J-uMcs#Q$_rL!4c_3!M@&2?aUb_16z8+ALIL1{W8;;pC7c1sSWCm*7*s66Unh@V=fNSK_@bzMzF(Yt@%}Y+@jE0v^tFh)6kjmLaM-7yuOe@~Qva+slm@zDA^ z+9F;Q%w4=#jzpD=Y#e{csEN?%mn!y9GX^cCfp6F?rujipTW*{;!nY)RaA4!y|}@q=eVP>lYukfCHc=wo3xGTtFhIVl3$Qy>Xb(5Yf8jZ}QU+7Eix zYEmF^Bhz35in+V%>@xo2TVw~`Z_YQDCeB$$$5bL|(F|5Rhb-SY7v<2MJqh!Nt~6%>spPa{9z6MOLEDZhxyZZy{LsjuE)_s66Ow}7(U zxC;j)86Acc#N81cO);BAH$1zD>EU248)XDW^UqNjxV-rao*_+>Q4OZJOit7a3D!$f`jR%U@WdrMk4aMOfX#ZUYz2z zNQd9cD)i-U8h9a?IWhb(rtGG9{9Hg2;)6ks_9!wCPhdwSxm!8UmU4&!j23?-eE@8l zPqPY&+4<%kUALDV{yVlE(-9aMk|*}w;_Gk7CmJ^n#&6efj@de`560QBxGoCkHtyb| zIVZQfyMONcD)VOBE65X(biT6_e{*PXnYA597=u$%^Ek$3MuRFl5amvr5sEXJHsDA% zc7r)M5HpZTfrZ9P60%Cd7RBvL5_5I95!GOY2(wB0nMu$ z642uGKKdI;$^~Wzoq=kp%?<;k!sJDQ4a_wnlV4q0kh!f{%0aHv`JZeX1xka!Cqvvf zdCgftY0D_KF~>u@${hJ+spX@{PmdxI6!JLjaFETu@QmUH#>8Vd7Nn%tA0Z*RQ4+bW zF>E9?0I{Xir`No7bt$?6uXY~moF`hoCxYjptiYz(pO0TwiokM<>jEPHiQh-Nz%MUK zj-qwQm0=!v;9#ig<&KvVgF{J(E;yNSSI>-dkU=Q<+Yio1GWM=<4|~Ft?OM-X5S8;N05u~DB)b_gtF1zGjLq{Ud~Uva8_LKC zFVaPYb;Bs^Lmr4Luj~eJE&E5Ve$5RU*3(bFly}ITy7}_`Gtg@nVgOcZLgW3$i()jY z>6>34eTMcm^*47VB+a&`S1Sx{p~5HinW+ z_}DgG1%G|UjKCp|p9hgG5q*Trm?5Ae2X-uN+Dm}_Z~l1`JQ3vl_=*Z4dgl4=w{N&q zYGr?JQGRb{jl0k%@vuPleV(nx!-8r$+RzkQg%P)Lad9MO*5XF8mMV)mycCX0A*MEb zSjL`g4}O+X_it zK&1vXIM61Yj{Fq8C#Omi%xWd;1gQVoR4UMIGN_$7o;A#WFQD zB^d-LvpRvJduf8?E4yo#dM{pG*Ga6Sl>=XUK+=TI|8e=GbM_Yy)>?kc5f$U*wFG&m z&oHFv4~7}*fZ-d&ZyNK>7{U=Kn>E(`@nbaltHfHG82>Kz;xCRA^w+}tX0P>_yN%q9 z|G3rJ0+1NTESPr|vy>3p zL}y6|oW^9jxf&`k970x2BMM(#KLK4?*@5dtUcWRG1sTiW66EU z1V~MUbbxLxBP01Q^f4g0ilGKZjh?cxnk9pV7g!!sMn*;!H)Ugtjtta6QRsVlSe-*P zL5yakY2HE}pUH9$%`H@xwO|k<;kIi|swsarJ)FB1;i}jJH`-vNc&yFo>*RAb-R<8+=5q-Cr`uetef>o9%#!Yuo ztxv1l|4_EjgUZYT%TpSjT37MGt~ly3F<{1^vs@=)O(Ifs(wbg(x~haO9?Tr5D9<-f zwStoL)+4dv3qk$Tk`H+{u4dYc?As#COT1p3FO>GS4kp9z0kwB*=bUEjJLqDLqKu`v zfym9I23&pr>*oO~`x57JeMiYg^c#o~j9MS;OPdhIX(N9mWMv%-e)8BUK1ivqo|v=W z4PYbwDN}biOvM*qoRx{w1kiXR(le+ZwXYB2Y053weFR4=<-Vlc(Q>YeK|LkE^yYO4 z%T|mJg|~KdWEc@uEehH0m*>U1hQ@ME<_}d^o>%b(k4z`}%~G4D@A}=w$Q{&}!9Q$*(Siy$wgkw43tb%REw4?9%usN~29ksWQ#t zfDFkAL-A0|227}^s3^gkqbum=bW(d^JER_To&CHQSc%nzXYl*3D9pTPUn;{>ktk9d z$E|M^J{`#E5+!$2j@l!od~sJEG*SoZf{5!kqBMI{T>4SW-m$BEFw~~4ltvp0iGE-w z%z7Tq88LOvt_8e@>}o}CDA%(~IdTEG=KjuV*Eq0@-@{&D{wx6GD1^-O+dR)7qe@=K z*ZpKdj+L5Xs(BHo(StXLK98@suYvS7>$=l?eIcjP_;t7bdA?Cfv0U~`qf2Q&v;|N1 z8#VLr@Xu?q7ypr}v48r~2kzZ!EMb2TWbI3w6QD?ede99IqbmQNord&vmTG0L%Giu+ ziv_rvcq3UH0A&{|OoD+AO8EpgeZLKIjETb(&+P0kT)KYPI8{ca$iUJ86u^Xw>>l8~ z4R(?|c2dE>LSU%Pb2ajVJRd8}sL^_)l`p^jm=BAimh*B@dc}DWmgmn%9Y?0??l*zo zEof6-Z+8GT0X}LJ5~&%Og2K>`51(4OA%E_c3xc@gefqnBk)K~ac}1KaKmF4FPj%lN z&-MDo{Y7S!lu#)uJ0eAC*(XAgm6Z|6h!a96SrOV)B%?UlWMs>T5=Am9i3TERQ&P|S za?Uee&)?5K&+qkHC;E=h=li8QVRLpPf=L7;GZLux@)b>%2Ct6b` z9PVx=>Mm@Pb)wzTKs-?)cJ9r3(q!YqYk!c2hG9}P280(MQRaOzlG5H%Lx~i@#!1eA9v6GI=-4xG6{A7?54A#i0h=*|*sUpZk<5?h`_l`ahT8?Kqf%aTqcg$FAlN1FUG@ z6ISLmJP&2ojpFXDqI2$GpT%rOwXPjTqQDA8j>tO#U4wo*^QS7uAmC490(*f{r-Cm0 z2tPd@0jz0wT1R(%zUD9TJ>KvJ#|M4k8kk^uS3)}v#vMAo@=DfU?hZ_M( zhT`K2Tz=}+BKgg7g zDqy8}i&Bj;Q($wO^pO{M>%VUQ!Q*Gn8%&A0OQZwChTL#qc=*7=6CvQf8ebKrp4cj? zTM~aD{{DWp`9tq}3jTD}ROs#8`TBcj%`1Uxe&J_iqf&QY_ee~Y@x=UPwe5G1S@6sqU6{+`xasT_i-XKs z2fueYz1QjJo!RlUFm5eY6aLL%GYKVe_OH#mg9~gOw|=ae*F7~Tntw?*J;X|modLi2 zGut?Xi`Pd)f#NaL%2^|^*UQO=slHvuq({k`<(&6;^JBS#Ti$zVx&D0C$4y^@l8#6%wb*wcn|hGf zKg#e+U*#pf#s6LX_w+cnfb;8ze#mf5rz$L}DCT6jEWev`MXka6F}Lxct3#3XEQPDz z`=1i-9m7!rmSphI;`^_d!#o=6vhTw7J6C?(|IeA!VOybqkgn$5 zI@^5UIK?DTi|?>^Xa0czW-$r~l};@7dG3B=+EcG|rp z=tESx-OC1}%qP-K;}D75JR2v;&&7(<5Cqyu7&QqeLVzMv4U7MNEn9LEKc`sb+Y^3ayE`Qr;9$=F#tW6x2r~O zvTM+UDf?fp=QPNH>lOKte-}4z>`(|cUxx!1A--TeF$TfB>}keD%V2cZR{mijEQO0e ziy|~%3)kSy;c_kR_a$>MvnF`xn^@yxRyHzsET6+s>JiDNyI^Pfi=O)tc1B8WS9*~5E+-z@ zWt)AlUMRe@@eNam?DS(*Df@TOU6f~Yb1iUej`znT4fK|U=I?u<3vev5P7>$geQ)t9 z<%ChAE=3SSW`I*HV`p4`$T)Kv#3|1TTm=dp0^MSDSSV0Lm7U983q7hpgnPO1UQ@S` zGzaEFZMV1=rtEtX)~mMT{bKQBaM$h?#y_%dPD3yRA-f;aq$>Ui-t{>w?#9-6~8d9ytyGmAwYKR5gx% znF@Bw8iN6jLPx8{8;_Vj2&jShL-6CPyK|{9rrrqy)DO;4U~-%4t}caJh@IlAAae!q zX1IIzo#*`!4U_f|p697I7j{uP1q~L(kaQ)F?ac7mGchnJ?jz{HL8s44sz-&rr11L9 zD~=DK*kNywrxq9fP3gXHUVAZg;wU-EX-J6+nAbkw?)z`0!N`XIm(#YBD7oa zVkYAHpNfov+bMAm-luhwWiVlqZ_s0feWjawjqkxi_J3~KJgu4sbT`e1i*6_IQyzFu z!ZcS7y024m%rEFP#XxcBehZ#+`Lfdxan6UHIs%cS1C$$^@DBNVnY%mmYsVkUhm(DsTV zDh#FxF@rX@_LLI^QJ0xesXCuN;J7v8%4${frNF}Q(FOqb*V8rl2B*wx65KsIhKCn39%f-&I?G}`5%Wx4#L{n{|1j+NA2W94yFCLA0eeLTEQGkHaXvvJeo#0(+ z0+JIxh&l8ffR7=0^^Us?(o_NGb>J~X@+U7YX;prg7^J1}IB1}vPZ7FU4zmnl^gu5e z!N@Urg*(CE^(@E1^6lGz&ZAA^^e89l7ipWp6;8_Qv^KHO@O zf-fmqgB1D{?~UPCe)|%Ervs2Y#dg`{!NZ45_%mJpyxyKp^y|11WSX?eY|)5Wh?xAD zTBs;IED!Du=A}u#3l=V9acrDO?F3IM4J5TFU3aRKzv^)K$Z+Ul^d>=SUk z*-rDdpl`p63ta%blQIWyQwRfKtXCOF$3A0jGqvTL4dKsRjGp^1ydKH@Nn1*HF{OO; zfW`^9HJ3x#MC0B{03UKAn4t;8BYi0%%xSbaNCNNExrkI_UEdrJO$Ui^(Qi?l9MPn- zw6KOL8-|dSAZzH2)^4Fzd;84Sg)oJkgD;AhmKWO&9y~~-`D9515-sfDH9_>spn3yf zL`sgR&i|+URP3V|c;y6at8WK@Sam%*vmV9=JM$uVCTBP&{ih z#{)oADV8SL5)MxsFwX9xOf?#n3oM&M`3w975cRVFiIe)2MeHLD8w4y=SE&wA0w6Z! zi^8M+2|YpdWKHh3WvwVsXv9#x^5MoIG;D85Jvk zJ>R@>qvxYX5#)U)IBE(snEy1hDpHkc;HsUX!h&%1I@W6_9tVev6m)_M*l-y^ju3y( zu!S7Gs?OMv;zkKeqPfu6ox>CTDfAA@kVqqXNv)Y1?J?U`Y;>3HCHtC|76eb@ROI{#Eq zBw+E>3=J0mOXkH;AK+jgE_Z??OOp5u_RkKeH6s`=O)4r3q8b>#keK+OT0$tI4n&*( z^VCh}%<`!;xvfBPls+a%-hJt&D{v5jds+enUi4H@!iQsMRPBnH^och zC^(I0-ySYZ?5@M(4Y~#f+F)fAfCJNPt%>_D&tiWV1UksNo;`Z9Kj6&mY8+%pX4Hbu zK`YvgUqHYC4;6*>)LqzKxrClvI5+%U-3#EKjz0cp#;jK_@+nPwqc~3}Mh?4Ea1QGT zL?oWp0zkQO8PxIUAU}moSy{Qij5t}!`P%oO0{S5z|MH)^!SO>BOL<^;g;rT9; z_kx=^+T!~&zKZwQor$k%CM~r4THtG>o@h$im~{0j888fcSf3x4ya)>&T?y=K1O}#* zpKLkd8SYhh#lF^ z@fOJdpgZ~=k;@cbwL_b+{-GO!bf$j%3qn%JGj|v7P|nhcQZmI@x;)?EAbSDj`5-mZ zYHu+<44oDzw$4ytiCqTae+k`Yi2}17d!Z+eEi&*PK76ag8b(@^22?4ZAg*CbXjwKb z6bQ_0HkyfsMu4gQ7V!tG#tyDum9<9Li#~oF)L`6!hJjAOK{+xN69_zAK7pK^q#Jvm z@kgR2_+%jdvmn{--1RTA!{fK0Odh5?@S;b{u)t$k}nS0xoRd zuFv=isTdMjCBy0fgG7I^qBV4HKJ)TIh7LIF`h_Y@8#>7e+XceHZQ(fpa_k|)n?lhv zJ17^mFXUV&Anj_9uVO7TC)egrUqrJ-VmUGx@Uw@*C~1rE9T=v}`0DhRej_d$@(Fv$B#5vCvrUFE)T7aI z=H|~jrBJo&_bWN)jaJ?jAXO4L+T4{LpA)v*n5u#)1)<&?#;ps8g@B<`>)+)iE8z4J%}^{ z%EC}Zq7Dh`umiKS>m`Hy;=8?eJxdy3;fKP0NXq#%cyh&(ty(b%c-E*k+lXy_U(h#x z(n4W_;8I3hG9^z0XXGEjLsxa8kQ{=@d=$6^60*HIz&G~*WBIngdnRUKp*KY&lf}iv zPS^<&3xUaw!)y+F`BcjGp22n?fWO%H8hml!)Zj_f%9_|PZo90Wo`4H@qt_5O#8Y%O zdh(Z}q#S$C2T{izTwB`%2iPHD1@1?2vw(6I#|rSezklJ$+FVvl zTcUIEj1SKoF)<_-NM_(RUrKdm%Lh0c7(E}uXeDsKY z{kzS`Ont%%wPkD2MmS~_Fz1z)H$s-M3N>(ekW2J~%Wp7yRrA4H2ygrI%M1Ag;buP2 zSg_L(hZVf!n;p@N6SmjK5t7nd?j^w(z%e;!BHEkBd1N3ROKjWEkyVE_Gl*XrJDrKd zSR$6Jtx2VZ7?lPjPBH1Th9|{m=x+?p#)Fgm=jjX_X^_lo~*?xD=rtimt)lg*IUT zEu1DgiWDKMa`0LN;*TZxO??zaX5xc@ZQZD5%JUXz&}xF1#_NpN;ll{KTtkIDgaDz$ zn4(s$!xBezOBK-MG*|OZ=mhpogj*mer%Wyt9d|YV9xo515XtwD9th5d5BpDY^Kw|;A&lHl<*0^C@t8n}#s2F=l)2xoCLxo|+g~ZZxlDsfFlKcnT>QL+{SxHG%=qM@P z7rRKD`MGv}5p=|Us}c|k@3;LA6?_QdP~Fvo|F^bGW|?!-T1s$3^Kud&7sI*hvJKYQ zRGA-OO#^#HLk%X&!2GEkx7lf{Bk`C0RXoMKST+c`kM`UXg^q+WU~M+l;I~OjAdmoO zXe?fQY=*lQ33xcnn`o{lIwq1Y1!s)ys#L#%1Murt?|uaU{OmZQRB`Hvp4%ahW9QHx zRLOZRU=be$m7;(_OH?-8-VEWTLsLv0ib_qp?dVOB{?b>A*FM}O2-MHSspR+pgf2sq z|4#UUSe!0R%?2@>6O?mH9LAqu^;G%$+kx)F;KQW=OpikEU0gbf=0kuoj{Ig)mFYP-Pg$HqL*{al;A{?FUaMCqWKZ)3r{+0y%UV}t(U7Q`LzjonA68Y*_F@=_xO9_6bAtt z$b@eQ-t8AWbqL?T;Hex9@EweLp4Zj6KUVx}(fc6cBn3qf_BXQVLmfrAme{vn8T6t{ z(!}8~I68U?yBq}@9rc)KljladcNn(DytcYJCfumky5E58ZVdRI<192r%4q-rbBdc3 z@#RkXuFJzmL_HjVbK|qY2bVT=Lj(ztJ_xKD2}dLBC`UdADV*5xnjn6n6Y#^B?q`@F zVayN(BZqeG@uu`D1S8_in2qmbv0TdQ~M z*tUruf)RGmMBE?u0&o*yCpZLrr4@zL6>Nvso?Cnl&O<8MUMC!dT^+|9vTw=xomV=8Lby2G?r7wF&4Q_v_B(4 zD$@Vw*UXVGYrg^l5LZ^d)Dw@mHpl}N@MXk~Iq6GDNHpI}zTyLD(h0`gR%n*O5?dc* z=e&#!KoPC=;zPGwl)Az{QEz@({)F-d&IFn1GuwW0pbet|;iNl4xEk<>Q%f&jj*Gjy zbj|(8AO79o5eyH9>-2Ak+@U}9WGP1VA@9^G zxNP&0nA?9WJ*sJLEptNL5X920vJYOM-#p}2kLk6v-5mOR33LdUtgJDy!?PQjn>u-J zu;c$33`kId6XVLmmwS^T9*jJ65N?Ye#qxoJ1r-*Zp=S$OJb|dGvtOkEto!AD`c1VhZ1( zl}?RL%$mBoTyLY?+PSs@t2&8gMe1JplRR>OH!esPUqtt-GQn`x zko=ARUY9%FV=t^{%;7IDIT3rDirIKn4H8E%IoF0kZGlY!UDhsR&Ob( ziNwiEl-wfmJ7fBHp=um3Xh#F7;=!l*f2n4+nW2m=-|!WWjbCUAP{7$(0Ekd2!dg=^ z?BV8Tn>KEwZ`!BAPdaQMgXQD6&H}M^j9}QYQ=x2}8o7R^Oe#I+d`4acP=tGDMT4E1 zbilb{s)b}$yy`-3xO=c*V$dX!sIpJeWpkTR&6+`PQ+sPk+jqkwBNX6IVL~|5>f6H1 zxi7GBcx`cBv}lnCg3m42m7*&^UsUw)t!+3?>88pJdEe9I)CFZ2KXFNC6BEAacd}H(EVBQ3H-z(fkyIyo%Pj_#pZ2zTLaQif0#^lR%ccemb$gY+S0J>NNcYLv}b*tldQ;e=D0-V%{kiWNiJJrjyd+*OJi?Hd_5KdX5N zxm2@F1KVfb*qyUzLk1x&r|4?`M_o`wT;2FLGZe>z{;w z+tG5M367rzWMR`}czbLBD(uQvxbPcb)9EZjj8b%Wbg)x`F>n_0E|Er#Et~!AATAa) zcc>3#5}LYzme4Sm4YmoIYd6-)d73!p zJebs74}7y0jL*TkbK2ai8=$)v+YIdScOo9dA%Tw!s5h)==!0_GWnR|~+ti}9 zw`mz%nCx(Ow%qB?a7DIOQArC6c}mkY9sOVTj;h7=F8>}<-z~Rh_Al_{UQvtu1{dHC zsScfvjipC6XuAnmx)+sXEv458X5-*fcZ1Iy<0VsFcnVodP5o_QCb+@v_AS_Ov2MCi zuV$o)-OJadN5GiTix+M#!p!Dk;ZQhjI(nl30mg0pxVTQZHM6Rnmu5i4e?A<_6a>eMMdr3Lo7d&NperH z{Bp~1qS6knY)mVBy`ncy#nRz1Lv7}2V?rVO+#^m*3iB+(Qx0+4yCWAHE?W1ZS!&XG zUe@}@3BAk~O%-3k`eK6a8Q?=4$_wnz0SCIMo8D%+!nTFMr0;(zPd>85o_*)jSAiaT zY_oaMX@Gz+zlxQK?~o|`hp~r^0wNeGGTinhy>i@^SMwaX-q)G_M{i%@jYc5`CRqU^(0v5Gs%>xFz1RCV+-)Kr5`iTj&DYPtpT z|68FWHJ20#h?WnpD zHP0y1Z$jDmTJ%H9h`61>!KRVHL%QmzyLWS5Hs?mm!@~whYD1i?3}fl)Vhxt{?1!xt zE4h=_NWa?ewr2e0^cm+Lbjxfe$L2LZ8b!loJ^PJ*&9B$i( zK~3S}NOmnK%6Q>Uiz10#)TpL6bW7!yV|WxMS}x5bV#m2Rz^U`{etmnK-`;Dx_Ei?@ zepxQlR-^uQ!4B?fo1Y^`tG!F!tqSBRemTG0P;9{=fzr9jX9WMTVwr;}6EQNoZXK88 z;%n?HIH3#yPL^Zie(oee9`{bCtP9>+^56Hb*>a`GJE%HO>GMyM9l^mVOPF#G@i_M{ z!vkxqw36RoIw%wNS7`DcfclQvZO0Un{+QboPx|BM`S<6=hlr=wdF@A{zT4>ArYD&fP{9oKU>MQ?aR+vw~te-t+#(w1T2_L8`_DTibw9NZoK zg@9FaLQ=yHutPnJQU`nK9DN-=Hd(7Ic?GZH375jIF$&2ZPSUrcca4oB8eg z%Xcf6wL3^hu!X$aW3(?TwWp;S;8wpz%MCwkoM!6d2Um zJ#{&KLNnXrcw7v{=|CGGf@6qY*d>Qk~noukl3NdRg9`YU=z6=ji)5Z22^ zaw<%;rC@~r&;FPHJ&sku4K9oDL=X%JSv=XadDUC52{*{c6r8(w1};;YB7^eV$`YY6 zZQ>2*_pn7{nb zS~=co{ zA$#~&1NwTR>+BQ@4S_*HW;-x^4=}{}XzA)-XiA3hQ6_{jBf^gSb#{u36c9!A z;?ZX>T+o>5RWd*r5nNbQI%5bOqD)$|jfD_w$C1b(x;TVclNG@Sm|L(w3GS$#yjT!X z9Eok$z{lZAg||7zgIfU4bq5hdMDC)-d^h?;j|OVccLBypHbCWNuGwh#(JTc6At=N2 zQU*Grlax@DHyeSG#!QqmO7%r}8{pnfU(D=)wNmYxpZ^QDfa)!HjXm~#K8j0)#)hhU zG&YGH){DSn_aZx*`T&^EsgfuCMxIr92r#0mneWf*u|Ui@xOm@!ML5uV+asC!UetjA z#Kqj2P?~#UrjMOsrY(j5+yO~K6nGNLN}qSnN@U243V8hvX6PaStWOEmFEUQe-6n+* zpChSyu?S`2YqTu&P6lX7!u1yuP*R_Be7)56g>;Xnwp5HH8dt{&-=$}l_)XuHt=i<4bZ7oZnDB_;;)PjM8T zAeDxbQ`*g&JIdznLK5NEJXYv&V$ndOqcX%>u|RkMJU6fWWT8Ve)rXmq!Tn3z^sRP*`f?QSn?gb8&5o=o#713%WW(@?RKC)riJ zM}kS70d>WHQ!FXW4`@wCSp-p>7y(4IR!I>)J*6m~Uu2!!#N zXj#J&H$wYD2sfNqF~0r&>?qjDi2U`47jNg4Z9x_NYPD?%8ycW&SGPOO%e*^Sas@1{ zO`z5qTxpIxP(v7o{Ktp*$nQfk0L1l&nuOf~fDwWpf>8@W78;lGLPZ)QihE+++j{Q7 zTXPt4kOrhKse1Vt*gAs#K7FWo_vX!FUF`}IJ=`HZg9zMJd zqdUXUr9-PD?9L)q7T=79bl!xi9||6Xj#$XOJVWs`;y3cg>>-UHzr|AY0w`I4~`YKrz8({5-Qb{H5m zVFE^IEv9SXAfN%WUxwNSKYTciO|z;r*$h%N!1QSCC;_z1Np&1fF>)q{iZU~>C51w( z|0>D1KeIjfrfD`oM$o6QL7_(OLTpOx2M!E#&1{m^1+_xA6}xZJ&TvQzD5?SrEKEmQ z10IJd%y25OzsrTkkW0A%?Ki~=fb{-0FHpP`9-S!cQh4}8SFaB1LFmG1Fd#xCKO^V( z1-3{4bA)X|OvZcY@j;+E)UH3wK6z_SBuzC2aOvdrs`EQwGCFafB~{UgQv$*KpI!>{ z+e$r)?j!L~5L@A!88)-~h#@-ww^aehJor|<8xA2# zCXBx$RINx}?+wTx;w=5$!M5DR;(6d$-jDo_z@P8_(LTw} zfaZl}%feenOcsnf9Ep^8kCqz?RKJW9FDcoxPb=y}17HTyB3P5d%#?98LtVQ#AnF$i#qq%j8g#kiTvpPc?=RTfdkVjx*7ve5%zUTwiTS2 zA$St1KZ}vJ2onp;|FO4QC6$EYMlWGKC)QTgcRWU~U!U1N)RG0o5XJs_Bom>yWz$k{ zS){F6i9(_*QRVPT9hfNtQI6%^@x*iiel>miEB|rlc zv8N^6;G=Q`qfd<{X7+oR14{*m$%3~HRXi30%9#V=1K`x7Yu*(hu=5kNnpd|UUyf~x z6cXO1)4E2+#$muhPs#0wp;T*drGR0ckGL$h+&TmBNvo*Q9J^i5rfpdm9R!z$CK4L< zS(=IX2gPhw;j5*wF@~sj4SNp)N!6x$RA~7OE z?~46bVYTqMP{7;$Jy~5YNLS5ithMy>D>Hn-#-9n4h+dtZTof^<`kN~V0t2qofB;c! z)hvTf*YQttVJ+qls)?boh6s&b1UzYE^1KpiJ5T}e+3)rk>6Cz!0W&Jrew#GO?xLp+ zltOr73?)|M$>%^mO3yd0ww1n=PKpairvr))Y%SWx=aAAMe}DKiZQJ?5Tcr?TeWJ(a z9|K`x*+JhkVA6S(`?J}-&Parp8Q0V zMhY?@s!GjdJ4X*g`BgRjp^`l9SOli8n5ICTqgh}3_qRrDMh@7^DZLY@`wA)rNb=K@ zpWI(thec2B!2u9!_4+I8rJ)EL%IgO6hnMlhkgxu26(|Y@z#Z2+73~J?1%82v)-#^W zvge1F9>(wBo^gVc?0o9u6lsyG4Pn@<$afBdSXL^IZucMEIq|Xp=^fbb_)LE5)*lh2 zEf?r%ecMVz|KM_Iqbg!*bBluBc^TvwQlGZA{_Dq1>VG?daEWl5l78cc2;gXppC^$3 zHrVjW(JIw;F$8=cNN<3;gxU_=*WI}m8&r$-|1jGZ6b=-F!Z)5@vJ(V&u0NI?mD@g( zxk`J}(XTfp-#rJ%4|aga>--rL+(vGowas`w!V*71{6OjzU<}g*EUFOp%7ZO}dg0RT z+Dt1<&coq`+<`sWT_pYym{aQU(&p8R74wBv_IrM7L|tHuZ$wkPj!u5y0iumh!4Eo> zq*R|kG7Lf!I=eB-j6r2>3!R~u=}L@Myc6&X&tzU-u4`b7C?s#|-;KGr;1UrIO4A0h z17F-2c{+Cl6Da#{$~WPWto4Kz#!eA7;xkl^;q+GrMuU*Bb7&%P*^;bX+#=;m^RMMH zk5owCzJ0qHsUkEJ_%&7)WX!J&hG3MXg4W{?KH+FpXO0}|fXzT|!rN#v4)j(b!1}L4 zkZonMXXUv&kOe>)wKzP$fkIEQtEU~3!dZbG943U%&-S9)zJnAI2{&=2NM=nTnlp$M zxX{|V_1e~@Fw%re-p8`W{R1#r8wR-&5E#( zBLwHdh)3=?YL_ZfYHNUE1>#Z=_~USg8qJF#*C@_h|MB*iaEM6H6+C@Uls?Er5??@y zPP7X|ux4dThhbf(>AD@Ezlh8j^_~3miDvC++9CF29?Fut=v66xyW^!i41(y2*Kdqq zvglfAZ4!*#Y!K>t$^fF%1knmnEkDRyycGiJCOn0H?iIx5fZO0#BI%QzogHQR_fHmp zpO|&NQ*Z8nCL9$lo{=?6{_3Lo&hoaw#HTq44$1N{n=s3J`NHR_OljO-V*}t*W{1c+ zb28MXyJi4#WXZ3xCUZJ;^>jZZNrIr2M;1K0~fdtDQ<|;te1(ckF<;!+w2MA zYykARl*w+8VM|CXftHI?nT8F}2z0XqcR;xb@<`PL? z3aC#B*}&#RH2=!J*kL-G@frQyiT?%<$9?(%%ytd9HU4#ZV7eiFdo%u*8w+cs5e{x5 ze=wyz{{>ViP_LHMgnx$o*^qIXW;$Txcsmq6`#1DRY$Brb%JE1 zQkJwy#6EtoUkuOs%8Hj-I;$qOZr!StN^`!^F(~_`b&$dWtq*lMe&g5{DapI!;KB$E z^u=_V_Dj&k#g0_A@EjUjwt36$J!el~shZ9DBDo2QrO{=_S@b1;p_S7tiZ8}s=u^`C zB;0c2Ok;rfggoXBn)dw5?*MJfwLeRc_Bj4s-2(HslswS zKR6i=Z(LFJGC{>9h8vfe={%v!Mh>Sd(H;xRb# zEME!xJ9JYIZcbQQ(2#Vll#AzTBz$E634 zbXr$nwUMT6cGr?5BMz1_P4FVc3QfJo#zPZUi7BI49HQzvPVO4P5t1fz4$1vVW_o{q zJUSjzu}*Zme4q02CbHfps3x;Qcsl|XY&+z5vSz;cGEj-gbVd8 zgFe5BdiWCEU9@`4+0?U7F`T>OqPcbLrSw8Pe(Wm(gX!j~YeFAEL+ou5OOe0V;rj96 z=82EXFWo?J7g_f6W9M|#py5)e{6gUq9=MASyG0@~7h$o6mb{~k-PvdwJ2S4ZnWWpDP(SMc|TI_ZC3$E=@ zT(?fM_P7>QI~xS8iVFvKtU&oi(}zF_FF3@^pp=-jgDKrK6EW>6XM3NQ#)?7yP3!ll z^HlqKAADY#Tc9&Mbshz$jqer6_0Y{oX4#IAXas1RZf|S3=U_3;Pu0W$g6GL2La17X@77#oANTeItrwg7W{CHZiZ6rSnyAa_qv`=EX z+rB5h2R%I2O3$x>{$-*orW|4sDT+g3`Gcd+C(ogd?{^+{BsTW7@!!MjbBJEeScbvb zl~jG@^CTqKwF|~S+BVI-BIxV6f-8UdT`$6eDHLe1hcv9HjVV(O1AcH}$F6?*A|3WZ zNvy-?)>d3=h+(AMln66OQ&?AlZZ33^8uaeXyvCqXD5UXd_WX8ZE4UlN+k#I|Zdot! z^Ru7F@S8W0rycNi3o4F`pMpH)74&rkDmpWy9{}E1D6Xffrx)Wq#9p|y;-y&Fb<=Eu zVcz#wTb5-Se{Jjhj===8`;EJCwyA#cqI|%j*tPbJ-c7O5!n)OZJBcfr#4qFy%ki+R z%NMvJIz-mESInD2A#-$oMtx|ilvRZ{C+V+Co}$Ks>PMwg8;^p|>DXYWiXn(Zysxb; z=9F2BZICT{Nd|Ib{8xR3N)O~0kB#9aZ5Rq4e&hLCEe-%!h5gZD2s#jfPbg>Ig_2Sz z{^EM8=Lk=%a_E2F{woQHc2nX(2lU&}RDJm#Dt>WvRE0OrmHvhW@fUnbAV=WO+m-+CRk13EN@8!0nH4glIU&7HsuE!Wk=$%_OVkSed znQSH=5$6sucfKf1?{8j+EUdP>|KP#SMGp~ept)))7VR|oC(r>Idw)i$!-4&{$<<*7 z=l#*u7sl}UYa8)R4>mBYYt_Ic5psJ8AE|( z`LTE9WBPmcKt%_z2RBwb%Hb5s7|0#M+f+Esyjp?6wxx75$#dg#kRRaGF=e!=XndoX zCvmcQpPmN&o2FJwQGYo5dHT1s8hf*PM`_aV67(kQKpAHBzb970yT2Td13m2zSsjaU z^RGidIXkl$@_v{aUjwZsZ3MVWiq-iLI+^_E7eS1#f`W8H=cMlS-{p5c%qc=$Rh2;{ zH57w_+$%FgxYyxaW)s+grzY)IF6c;M^O7#qg-`TTx-Ax4+-qpiFxG9mckd4NEUi5< zJUT$s@L9=+Xejyl(lQ|Y zqN9P+NB0$>L3hB&j;ad=Kxh62GE*&4LB1m-5!5@;D0R!ozx*CUs}F?(W$M!N_3moz zeBm*rk+d-%JRs7rLFIb!Cd)zYj#+?p=q}2kE}hl*t5oXiy+aQ|faU$>ts^J^2#$>U zEuI7J0K0Xvz)Da^P=3udbmT~wY(^qa2jDI8)Ddb0w29nWr$P>(42KdxQ|&h%0>N#8 zWe?LkU-b2Tq@_r=2iF3QDTzMTc5haApQ4wp3BYy%ROh_!V_$&S7{Rgk zQq<73rRZ4*C1P@xwk2R4NGlK?@EUb9{S=`H%B3v)8ny#kk{zlo=YNZbji@uJQ?w3N zz+GUeQhjsK#$lzMYKd*aJ-Cap(wdH4&_U7;TBVdqA&ZppmFbjGfLe)f;s9f-Li6-~B2t&Tt-^CU{YDpea9;Mq&=$zg*G^b3T#d@?@k$i6d2xTb2f; z;aT#DI0>lM9%ZH2H9dk)Pdw~+D;DRPDpeT~9{$eyMSc#D`cNDb$kD|CA2*WX3yhq+ z5R~2u_&$<`B%+TZlxIX0mCkNM<;dOG&o$G3p`eMX$uGrbY>#!5R>D@CxxwpMXJ_Y5 z?)iWQsF(%381pk=dV1OcsCSd_cMh5CUEoaNFuY3=?nLKcO0MRs;5R2ke9FpgwV5Jip+*_uO!D`1i7_m_yX=ECcrQd2_ zb3<2GxB_Nv>s{S=F2D-Z3mLRP391}l4wV3b8#uMYE?v4* zHy~pC*h^#2Ic{$5C!3~>Mz9T#7oIX6M+9Y3X~QDy9Vi*LhSq_pxr;YzW1!Dcw7lV1 z!_$=#t5;v_6$5y;!G_;pV}x$vAw%NAy`Sey-BXK+VCab44}hl(v1iAnd6ha^Gb z*w1$o9q(DZjPdCpi;ep5B_$e%9;zS2v=;NpaH!*a!EP4@`VtP)!b3s@}UEMrch4!;CM+`V?^ zY2gMEI|4*QAVI@A9yg%Ypu5$vgR~8KBm$i#Dr>_Ald{ZKAUvmVSW`z|uix0RJGh-} zS1>U%Ik%iAh$8DxWicW9xO`vOIN2Z>la!3SoxDlrU}G5wRfM>m!lI5>*~n{@fEZhA z1A}>3qy;`>rb#c(G~Gh(H*P*W)3%=7e1*#)-DnN%<6vTq>=^>eO^_PoeB4K-3jw;IOQ!;o zZXpuc@~ys!#)m_Q*_g9C*smJ2Eeu$crQ2~TkCKOp2E|9<;>Kth(Z(v87P7AD+7EjO zkGLYbr$oZ4@L4%Tozigw(z=v+UIfP?*crbTc6sZd@LEpM{1uRCM()i-YTC%@-28Rb zXL*gbk;t?4w5KqW_2gO6uqvC`m-wqJ@;SPCLX2Ej{jWdt>*>Z~zcea$F6``Q%<15@ zKY|>Xd@e9AcP)Qo?9fjLKf^93Ve5&`IQ$#C=Fy4MIvkmPv#;5V;)?d${BZyv7(4L> z`X!qcv(Zlu2w(+U^zqrh1b8NwTI3aoML869Qk4Mh{$1D2P;=0Tq=mDug`}S}us~JB zc_1?1W~u0#Z~y)U=rd@iq>xO~;2>8n{`QLh`BO{4UFMZXWN8TkH35SIl!Fri@KtR8 z4ddZZkibgCi-5sCkKmd&G~4Olfh}@~jzP=`=H&c8`QK-Mm=- The core of building **performant** and **reliable** agents boils down to: -> -> 1. **Context Management:** Provide *clear, relevant context* so agents can understand the problem. For example, rather than dumping an entire chat history or entire files, use a [Workflow](./workflow.md) that filters out and includes only the most relevant information. -> -> 2. **Action Space:** Define *a well-structured, unambiguous, and easy-to-use* set of actions. For instance, avoid creating overlapping actions like `read_databases` and `read_csvs`. Instead, unify data sources (e.g., move CSVs into a database) and design a single action. The action can be parameterized (e.g., with a search string) or be programmable (e.g., through SQL queries). -{: .best-practice } +The core of building **high-performance** and **reliable** agents boils down to: +1. **Context Management:** Provide *relevant, minimal context* so that agents can understand the problem. For example, rather than including an entire chat history or entire files, use a [Workflow](./workflow.md) that includes only the most relevant information. This is because, even if LLMs have larger contexts, they can exhibit the ["lost in the middle"](https://arxiv.org/abs/2307.03172) phenomenon, focusing primarily on the middle portion of the input. +2. **Action Space:** Define *a well-structured, unambiguous, and easy-to-use* set of actions. For instance, avoid creating overlapping actions like `read_databases` and `read_csvs`. Instead, unify data sources (e.g., move CSVs into a database) and design a single action. The action can be parameterized (e.g., with a search string) or be programmable (e.g., through SQL queries).
+To implement an agent: + +1. Implement the nodes that provide context and perform actions. +2. Connect these nodes with an agent node, using [branching](../core_abstraction/flow.md) to direct the flow to other action nodes. +3. Implement the agent node, with an example prompt template that looks like this: + +```python +""" +Here is the context: {context} + +Here are the actions: +1. Name: search + Description: Use web search to get results + Parameters: + query: str of what to search +2. Name: answer + Description: Conclude based on the results + Parameters: + result: str of what to answer + +Now decide your action by returning: +```yaml +thinking: | + Based on the context, ... +action: search or answer +parameters: + ... +```""" +``` ### Example: Search Agent