From bb86371665a44e3606fd35b962c13ce8bb262923 Mon Sep 17 00:00:00 2001 From: Robin Meersman Date: Wed, 17 Dec 2025 16:52:40 +0100 Subject: [PATCH] new graphs --- graphs/autoencoder_enwik9_compression_ratio.png | Bin 0 -> 29157 bytes graphs/autoencoder_enwik9_execution_time.png | Bin 0 -> 32477 bytes graphs/autoencoder_genome_compression_ratio.png | Bin 0 -> 29782 bytes graphs/autoencoder_genome_execution_time.png | Bin 0 -> 33509 bytes graphs/autoencoder_loss.png | Bin 0 -> 31945 bytes graphs/cnn_enwik9_compression_ratio.png | Bin 0 -> 33213 bytes graphs/cnn_enwik9_execution_time.png | Bin 0 -> 42274 bytes .../cnn_enwik9_extrapolated_execution_time.png | Bin 0 -> 33942 bytes graphs/cnn_genome_compression_ratio.png | Bin 0 -> 38799 bytes graphs/cnn_genome_execution_time.png | Bin 0 -> 45998 bytes .../cnn_genome_extrapolated_execution_time.png | Bin 0 -> 32780 bytes graphs/cnn_loss.png | Bin 0 -> 34107 bytes 12 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 graphs/autoencoder_enwik9_compression_ratio.png create mode 100644 graphs/autoencoder_enwik9_execution_time.png create mode 100644 graphs/autoencoder_genome_compression_ratio.png create mode 100644 graphs/autoencoder_genome_execution_time.png create mode 100644 graphs/autoencoder_loss.png create mode 100644 graphs/cnn_enwik9_compression_ratio.png create mode 100644 graphs/cnn_enwik9_execution_time.png create mode 100644 graphs/cnn_enwik9_extrapolated_execution_time.png create mode 100644 graphs/cnn_genome_compression_ratio.png create mode 100644 graphs/cnn_genome_execution_time.png create mode 100644 graphs/cnn_genome_extrapolated_execution_time.png create mode 100644 graphs/cnn_loss.png diff --git a/graphs/autoencoder_enwik9_compression_ratio.png b/graphs/autoencoder_enwik9_compression_ratio.png new file mode 100644 index 0000000000000000000000000000000000000000..3e6dfecf92cfe28a3bcd997391b2de1d474d8d4b GIT binary patch literal 29157 zcmdRWg;$i}xAo8taqLj1@N=c{0kP;F~H-kZlNDUw=DIg^v-61L|B_Rz; zNlQw9XZ+oDzq`J5|AEi7khPe4-{*PGIs5Fr&xC8L-#L4R=?nsaIIFCL(ncWgF$e_S zG$}FsMWk=B zI=u_T(?U<5s^^f24D|ZNPu?neOf+Ml>8NyvkR}?bjk13pcHU23-oD@Oj_-OuCz(h( zN$hc|8}~WSxQS@F*rbX5$pxcNYNEAX9cwA|d*j#5MBjWPM#8_67dLK;VZz{__5}ht z++QLr5K1T%%K91wA{_qAAA-kDLqiku^Ej@5;b-INN&fC&C|jVNU2U5Q10q%@HSi$Uw!ir% zA00=8DOjZ#JeCHU#isn9Jo@$Z(UjC|z1{B0$oQSy*}s2&c`xO@kCyiHwC;LEJs*Bz*cccv-ViWm!4^9oA=Dt}?(QDz)jCpYtCg=WFnIlV z$k^qQPPW>Ts!HkoZ^f>2D&;-xZW|LJKP5bt=tP}HpSH(wb9k+dUt!?g zF0@!3E%#nX_UbJ{%kCIOi@BIlFkEGqpuCtwN+9?A4!+Fq6PJmaa;7s6=@B&@jeTx+ zw=Z4X9}=t&x;3;cHu3F^*q`|~E*a*{kC)EoTertv(fD$|^ow6NTi{YYH>TxpI1DJAwV3TmWn=T-2>y;y+1ygW@}$cs&E74vYJDmG z=qD<6%xiDWbcdK1&nlPoE=>ofamWwg9=W__;8w)-t3w?+zTYyO*_#;peb z{j2x87(xSVQ{UWxlk>x~{m;2jDmMLvG-ekcLHo|5{VkT1<;i+K25H|Lj~_oC2ymV6 z$_@FDAcSW1OO1}EuKW8lf=4qA`w}jbQk)@<`P(^dK3R?Q+ruiBTeB6;6L~N5Q&UrKax>kq!$e*byS%hN zCmzKtp}n)%85q5FFXY{7RHI{5o#)$Rv@2`JA8+h%k+jdmNF&vvHM-6BxT;Mi=2!?X zyrFScB&FA{_pOARB6|t3S&@^`2Sqaw80u*BMNvn&NG6ei050zB+VzHr`Y1xn{&Qjh2ire9 z5(Q1Q@rvI5+C8kY?MZ2itV2&YEe zbLEG^9$q!gMJ?tmmH3jK#Xg1OpotofO+hONyEiQX`bB0RhB`I;-m52TFE{SbUo5Y) z|9;u{d-mPI8dy}B-OCy8-Z{bQRQUM#jF<)P+l+Ci`ddC2tN2jka(Z&i!s@m1URy<@<>+c(F8sNLF1WE&zua3%p&X2Pl(St?r+YOp65609fCmdK>JYobV0zk zPOhIEA68tx`#NVQS<*|tM>_Dx+ha=h^yqr~>fzMs$@?L%-~EacMR24m&YZuJl2X_QxnTUf0IRPrK7M;E@qGwRw?`wdPWI=qMw<@oN4-4Vc2S>A>%oRMVlFjO z=vuG!!jo*9&V-6wo%f?MM;i*phr6pzY(YnlRsw1~mb2Hk26Qw=?svVi@SAydVZask zjhQuHGyPUYESKu&=KQw@7eySf4#p=(`%X#MZ7Ys9TBs_Tn&ifwlARm)*3;9YU+4YE zSXUR@vX!ZkI!RAQXYB{^GALvJJv-93kcQ*-XGyfRWCXoH9;-&m^7ilV6_9Q6TN9@4 zz7^M!z71P9_~(_Rm-C8M-B!1x!vtSZo#o-r2q8zdfbE#o>V*`YsH}X`+6vzSh|#fz zqfOPZsz<*Z;jEN=Fs&8cm6;0IOZI(BFK{m>;BpV|fSo=7oe`-wTYc8$*U3+?RYX#BaPlS?>h*r?(KU-mN;)Kz>0`{HT6~&%OsD zA@=AXtk!As^~2pi9P1ZL%%-Lw`gMvf_-OR+4VTz-nyj%Mujd;S74Ci;b7^$yjJ~8$ zw?}q-gtgl3R~5<~wtxdUFxBA~B7H1k6+~HuJe1#k|285uU^mIBE&5W0T9RRcbN-;ZN*Z# zO-$5!Ir(hPKJw-`K3FaqJf0OEr;s zjZZ#@kfzdk!u3ZZE#2>B+7gGsD;}o}0f#l?to6y8muy^m)8rlMr9#wYq^y$(H+F-g z3gW1A$$H&sl|D;f*rxg>6L272_6{oU6~k)pKN&6iu_6!jjSUT7Db#Yx385S6R=blW zDWfhmza>nld48TRuhm0Q=I^TP(c9|4=BQ4X4pYSJT+Mgr#DpR`W9a@-B}+|=kc5b z$f+3#tBvBM5{+}@m_V7!yE}ix@zPkw+m>$@Rvq5K=MM@BI{#{_AwY6BkaoK5crsvb z!h7L8VeRe}gF?srd*w?UM3@rvT%hd9-*+tsT&fA5jf)x^X2~nmyMxHuCjGbWhVH48 z(RvV&Q0n5nc6?9x;pgUDr$dm&8&Lr*yy<$sy@3n%J}jLNMpFnkHg5vdduS+x7N1?8 zQ|0oZq{NFOU|fs0AP*o_3NcIx*fkQNWAw6{ebhcn&G>V1tg@)Zmr*-bh+CMM+uHk9 zh<=LCJfjF<#*}rNLdfyYZq2wEX2#vVcIr@y(zb`0Yf-W%nk@>Dv%`l41MIGRT#Y*n zui9IlYHVyNIf|5Wfy_I2x>~6iqTJHbGI%wj-g%-XH@zS3>t= z)Mjz;WPffiJw4swakLDI@7y)(`XhAP)snKFlaD4b!;?^VBA=08$os_|C%MwDSyD$i zD~;~I`I1#SZ?bj!25pkNLdug;O#94TGkj^X6KiCcx(q`0V39+FoPX`&*I(iR2W1`P zaVC6zo0qaq&Dug!>Y9~{7u3c-`?PO8e}m?fi1gcAi!@D;lJzOQ`$lxts!}6R#q8y5 z(MV~}JDLkZX1Xqg05_^@Bskd2cc0VoKK>lN8dITCXabwL`a<%ZF}^)n#`bF82#L=v zDsRrI&XI$v=6I>ZS&@;r>06(_)koAO3vZdc+z+GS82C2W5c~EcT89d}d( z*@*T06^bKH4NsD^Q=KcCNCIbC{o!7S|CoBk(vq#2&`Js2ujdfyQBHaWtz z?icY!yRyqW!qmdHL{f=i)8pfGg-~XECxe9)LPYGvEAka9R%9u2dnGctMNtD8vgq;Q z>zrL@GF(p%x+z(XWI1N%;u7&eDozi$JLYVPx0q%Z1!Ha z(t2h-)gx)UKCbLNpA>#A;DYTiCB)G%Iw+UP4;{GA zm93Wa7?24CVB3O!y5P8GgszXG`oG2eTP%m57!&Ll(L7pwiPdxFFIk7 z{l0$|t7s1}35|*2lESr9jE7BT`1P=Od1eA5UX91QZ_aFURjE_v?w`y&&)@p1)qWB` z-J>`7w5s{OrP&=?^Ug$$-xKkyO8d#%9i3L~6sBapT!;eGTF;F83Y`z^+he&LwBHh9 zcBQj!{?1Ay)7gAxdnzNJFCInhjKu$N>G%?Ohoy+1Wm>UmxFr~RUZYdv1ORfnTW(#S&I_HD~C zZrQnS=ykn;-z}my144@Z+lWX=xH~<6xI__(3cD}mUC?xSzpcAif8$ojt6A}-u{e|2 zYHRV%lUME0vEDx(zMgdBX}x^yP^H31rfl}IG&3z-hnkKwVqh<38^7c3Zm@r`a!*B< z;IN;|+>yrO{&v8uW0l0(A9ZKni&>QmTF_V?O8f2R%=`=uAd4P;oq4zIYB3?<=0V~} z$!?Y+?cu@0uP4U}zNu_;#~gyk`?KPoSKH$~+5-Y5#~MpyGn>3z10Thi$&n%EUbRW^ z9p3Xjh!BA6%rFBpOiUPs8Fp?u85Q(aYOKmRw_)+ z&PB?1NPVtv55?5=Epv&_e$#De?zpHkp7Ei3Qtd5K1Rx#l=3aocKa0(LU1sm1LpYvd z@5d~}id9$DtCjHYYbtX|*v6)w+pFGbRZ}_KPTiejdWwBg%ss~5!?*8yxVIj)S0{`* z%9(wXHPJ0Yx>DI{RJ+Z3sXboBdG}C#^in77fHHL~HQDFPP)lgH^9*jL2b|ygt19$r zn{p}ZF693#m6OlM#R*i}$1?rbk-_mM@hwKxRLA?7{xAGVgAP|K9jba{LN$d<b^NAf7_eW8><^0I!GUX6SFze`|b`^Xq|y;&BEBTq zM&@K(zROErExUd8XfgbKV%~k^=6xZT#aKgTu^z?KY1&wRLAEklQsuL#4~q zYEo{FK&j!k3T^c)ma8Iwmbz^gk1UXjCtB=&dm>g!)b^P^7o*AM6|~RX`FK*nde2P( zvlQc#Q=ZJ^&HIA#Ios;(n#pw^J2#?_)bYLT8!4n!PtyGvl#j(nJokI!1C|PQ$9_f6 zaP3FOEMQmTsVtR0Cyomn_}J}ca^G9pZ!gYT;ro3aJJ|spd_Ge|{~IoAHkD$Yg`{ml zl}|NlhP~WrN=5Go-)`aw?8UQENw~~@oRy-ZJ%VOMXH}s+Aavh}i98uMtP}aq^ z-j9Um`bBdWcv{uWNVE^X8JQ=T%qpNmD!Gbd7h)&X+k4{D)Vp~{LWs!etB(9eL>W8c zS=p-_9pec3X~)}qf6FJZt8gExni;sp9Wzx9U;9`@Wy=|la-HVPiRM#p^LtGA`aq_V zyH)RHWF3i;xsZHHsma}a%S+WMCFt4lgyBqPtK3Ll>F%g|ZHALxvm(fKF|r+#PB)cr zvJ$e^pI$n?D^oU$62=Oy78j+zGW31OUH@t~@hsNN+2^iuk>k$NVBGerP2WUc?4}IQ zLZp9Rzn}SBRp$aG^H$sJ6|x*Ik!Okg+j6%x6fV0(|31~eux#Nm@9*z#srpKZmx}iT z(&I~sZI83xYWc9PQ(l#gdFDJ8OVFMyS$W04JZMyTKN63CIA=6q^N05QEtT^>603WU z|Fp7IK<}1E%j6n2YOZ}*zC(X8)8r{OGK|mJi15-Je`d%VY;W{Jg7!7-Pq&IX6R^9= zBV@eIvDa|b$=vK*BdXu@j`*Vol`(EV=$w;E_ssyj? zrNd7RW@)93<=jC+I~~?+%6?h&=>zAEj`yal);VmH90qdII}DWU$wvZt&t?vr#%<}1 z@-JuI)gH>a|Lt|fRN$e&e?}iVEVTZ$xKGZp9t%SclH#0NyXAS*co#lPj zlh^}XZ+5F&Rf5vBP{mZ4w|%yN;sy3+jN3KU1pXy2Uu6b^!v(0KdUGb$hrqm9ERUAw zuZ~x{h2JFZ?)c7`MVS^o{BcD`;zHIp?GC$*>E?>llf(7&BB2pcTP~N(m54I=NlAAg zGc=bo3$0D4@(FU{UWb;LsmO=p5bEpbP2ad*$n|sDomZWW7&a-)HlzCFd1!p-t7(I` zKV?}*G0@OR-<<#7$=EKu|4_HP|NFyrv~5<=d;&*+HkR_}!t2erfYD{_ykDA|j|MhN z!_=nrIRiq5nC#>XJ^w5JJ5O+I@i!cGm?np(y7q_|6D99^vVBge@I8(>p1(jtlYaBz zcF!X|OT=G>Z3{Hn$v>93`hpPodlw_O={Gp$_|yN(98;QKQ4?tlI+e-D$k0B>9e*7a zMO9Z{AL&dC^fT90gqnOzOib0o8GK0o@v$1eu7y_#pOmME-?k|mG9a8oE^HULsJW6?a`4uu)2o(zogii6E#$&nM>)2~nU$MSSQ87Ry z909DU@>*xbG1(b(UzOQ;>z@eth9_lOuJh2)Xf0W|--5gQpS-vPgKVHw9<=0zQH$&A zQIsqKk-FbDxp4MTgARI`V zJY`n6obdal%CX{JhG)zXN|eA_(iUCN@LdNIEBIh%S(4Bn*GAXu6`IvQ2NuMt`7x1Q zf2Q(^@9(p?g}{D)gJ~oo(D+8|dVWD&^*%Gc`kb#hM*`gkeert(94HQtH`TYh<-JFRi% zrbeoa=^WK_=tqpsGQtKiL5*54<3?tXeCi>HAi=vs|DaPMg23rL-m_&_p)6`*OfJup zsLG|t>py+s^1Rk34XYkrf;R7c$is8UIH}Ko>-7*kcyJu2_KMz>-92F2wWLiX z+~!g9T}gepI^2+Wv+dqwo)xBhGg_HxVxzE0#Pt`B0;~Rqd(V)H&!x6qJl7{b1TF=q zQZSMqZeD{eYX*8`p!XU?^erlUwAirk3FluvO#<%#>0WP!Cylz(ebN}9`Jf@;vrPP+ z9Z+0NKupmDee_k^Zsz!Rm*q8ZiTu&8+lEPmUu2KB&%v1%(j&jhiRx^L4!~YgAQtK3 zYjhdRi$9aX^**@u@#=-;gp-_|u$)Nr6eBn)l5{&E9Qts+() zoe2WoKf}4r^#BaK5ZHCp*wp}5XpoSSEDu6I&*2a_Q_Y=}4o)gR9Km;n!no4;Lt*H6 znmmD?<=56$ZoSG-h`!mWv!fJKovr0_u^)o<;}DHUw=26`rEVgmJXc=5&b?xgk)xNN zP}8AkZl0EB&mBki_{kHib-sF?&007d#y1iEhV2Ywe=`lYTa=1Y2}fKxKsl=oIB$3& zSiB|aB;kgk{~PbzdaH-{&kuy=<;zMmzknD031l{oqX+8x{r&Qe;_Pi}So?1?F8KKP zmZ4I~)qZ=0HNQb-({{fIIdc59`xWLR9lll9>uSaZJBsYybkWU!uD{YwY$e7B7+1VF zZk)|lmg6}`9eB7Z7T>wclS!h5uMDsE4cl;Q%8+mBYb>8L;VSDFeCFUboP@C{5y-04 zxXi7TOWRKV;>C;4Z7AY)wgH#A5+cZU%zau-Lq<(6UfPmJyQ5)9c$TSJhZRAS z+d_A)`8rToOIPTC!_(t3n?1Gc!1Crvg=4SAgtNH%lxWBv4=mn4M?+JcsIy$&FKD1{ z*O@hHciq2q{(6lK79lj&vJ@DtDok$Zdyb3k>e|C%6Z_eLT%9EqChd?A+ONlosM(M# z(}YNbXF!pFZ8t&L2{q3I{TdM5=UK-HaHWq|?jVw~i|8cqP~JY#LC8MKwEyr?VlCM} z%@iv>+>IYGN%&G=Fu^VU1@G!lUwp2lbN_@>UvK+Fr&I#IDT1|$0hQVTHo^gxrjdH* z4q+Q}o}<$bsva=h*A;0&V)=2-==#auOTwMohR$UanTPn^`Ahm z`V{TIYC zE{L~Nc$uAN%98Nw{)$D{X7+t}*ZSG0DXRHQDJF~L;bfi9VsHAB&O^tk1{M*Afu`Tz z-_tNKgaO~4>nhnF$1{wkA1*>09NIx;A*G~zxyO)F(ij#d^(oimT9&E0L#J?QWfs=6 zom_*u*{G=tPi-ejXV3Z4;J!6hN$?A+8NN9g-JGi*60|cOqY}=B!!=19jbbWq1O4O1 z-kyPh#U&&%uEs-=Z?)u*#7RQcEG-`EX>aA;$&>VmR>>iD+T|_YvujiPR2$#0NGbto zuh?@uij_NNnqpJ@dS)b#vOA9AaZ+2bpk#h(Kg8#Z_J^$X)pej+o@^H}|sBRl`iRip=E@2b? zVXMn&9naM9? zQbmo^icEzPN8*keT^f(+;m5NCm)uy>%Q_);^FEHQn7N?SQm~%Cdq(Q%n-Et;lv&Nr zoc)r0S^BReDRn1_;tKs<2`{oW z!3e+?f5xjG5wu3JMVTgyRD(ct`z5o)z{aYMhIE!nladfxS6A23{=$BJQIU|tU|yE% zG4vWCUQ+=EXYqpme7Ugn=w7AsH)(a0wY7a>`MKc8?|8;^(cM&bH<@z!?>1y@RT<(W zU^w3=^6zd(S|*ZEGUo)U$ccd_-<2wh7BB#fYGyrCtQcD0yuYPte;Gs_8JNVJ3w$Y{ zDntO4syavjxQ5`Z2?75im5FqgK%zZW*%6{GHZ-*5F#|$diuQ9miqe4gAi3~fxr1TN zjrn^q0O=muC(bmjv6av9?_-A8@Urgx$uVU37nd5G=%Kyi!g$YW4_?@uPB@9oLS}M9 z|J)C4-%X^?@-vY#qtgWz1kaYep`c0+Syf1TN&gi}!3lZw)Vf`X8WN+GgA|O4gLE!3qadlsM-I zU$r(`6=18O<^3+&y>m2u91r$Q-Ajo@p~w zv`O4DAqg?Du+n9ut73@H1xiBof`NqNPJ~ldnX1RybroT_I3?es+0klXN0(gfW?!2q z7(NE5?W#R$v#e&mQ}wD}@Hd9|N$_ZZ(daW)MuH|?Cd&KHP)WE(o=G%^F7fe{gfpW&+>o$C71ipWTWK}R+qc; zSGgxufJrI!tlf!>W-gy=UIM?L3Y%%OVVz(&m@t-dV`ibd670i~p-j z?Y}#eovQX`nVclj-s+EX1?jEX3ZMPYLwch&Tii{r$zTb}eg_k4k7iN9N&NlK3*>9E z;Dt|qfPd+*Y!0~-EUE+BrWS$QmA+qCPoo`~VvlTiI|a|QB*;LY`UR~W{;dG(myfX3 zGrsnT?_ten=TA7l|K|qj#02qGv&uS|okoPH?XEMDI&>T>IRo2E>ayR_S`%{h`}d-iiF&+(gnq$PX`a=7e<{t6 z*Ws31A^)LJnUXaWhBv55W%C6RgNW^}v9@6&4#T9*{A(F6S~SI01|J969U|XgJ(KY1 zsOB3kMSaG79KYG<+#U1ZSEsv0;Jlr4vCA^`zs@*uGlTA5A}KH)wUL*dp4u68O*tc1 z`&+J|<96i>o-hB-(}S3P!8h3i4`jo5S7Y()ZqRwdA>OcxDG0W`3C63|YL=$Q4RVWt zPStiC0>eUgXx2*dqRL+?x4Ryi*N+Mi3n4 zHtPDUTW)I)_ekWwN1W{w8$%H!^A4ROXTCuGv2^bYqiDt5hE!2mXW@FVO-r!k%su-H z)t*HrEs0sCVRX2|GAkj-LPEbAq&dpvqL}sp>zNA)ElllSm{vC)#x!NyH;pRG4VXeY z{AD5cEd};(mJqjct}Y8Fc=LOBpC}zVzc4+h4jduBI3bMuZi!p+HCUTDzov>Fh$u!k ze1Xe|xzzji7cxTsZOGa}8?AZY8we#`e@eT{S*ET`@XE?2+|`b^?r2W0H#arQmfJAS z$IqBC?s8?I{vEY7tx=l=ucl2J$meyzqxHeWE(8sXk?@q%YerA1H09?9XIn8G(NsU6GKb0- z>mEcl>$x@_e(Tv8uBDT)N|)9Gqf#(P5QXmij~46i{(d@ikc&S)a)9*vDsz{bM(a$1 z=ZN@O!wWj2U${AXl~ii$y88uDYpe*fTFf3*B?6s`O7^gjnA zD*eMh(G@0A40h6tZ7Eekrzq=9gr@u2I3rHRs&Pq`37|c$68=0^yHXS%cS5jNL!e82fqO`yL)^Y| zhx_*lKs}9t3VJbVE}S2sg8YU;GWg%0q-UGv>u_=U3Sc_dPd6ruA8Scg9F$nc{Zm;qC2RJ5|(bmsv*c(Iqju-LrW z+Rq<}RIOp9g$gF*B;iK`;htuv08ujgQSCg!tij*tTgTuN@%D+@fJ0FrWJ1B^!FBM+ zI!uh8p8|X_;ilX^PnL&1w1D367`kbsu(0+V+vpyC2miE`&t{eXIIiiz)hPl-ywQDu zVt>wu212X-Bz9MymimPkP$SmHDyf{tD)i*hnwrr}4NhPU!-4J__WkD2qWlGlvk$~F zl(ZSxEe5Pc{QxZKrA&drL$@dyNHA!zayuHsz{xWWJOcEk`p+FXXlO>Nz3B{lsl-c_ zjk^tq?8I2wbW&==+pgeEPd7i&YVh|t`ui*DFR+Y#*>^9B_$c@ycEZ`TJB2>tnFCRz z3I3K)4_xz5A8~NND(#yyW5TNt2cCx=X4<1i#8+vwRG{uN>5OvGZnP8LV5J=JKdbcX zo2iC%7BsXD;5SqmT*^26h?F@!a?@K=^gVq_Xxq;6O1UUQs$m<^(KR{$?aeO`n(q!R zup^O@wiOOv-U_h}B}9l3jj9os5V?xcWC;tsp&P#biqKN{P+y3ML)zPKcSXK0L($4@ z3wpW4#e<++#mm7;$G39%cf!F+L<33;A-bvQta|)s48Kkfq`${k!Uu4x^t@& zo)SVSKuF(c19?A4u5{0E^jVvEHW>o&Dyw9Re&P2+u$1K2Nn4=(lORXPeI}Y-uf!;j zm(4LN28%+03+@x(K$a3>!1Lv1cmkHH3+pmMbsM*?RKU?@1w7|yzRv?W>~)#kYJ=R9 zW{d{$nl3W#sv?4Cc!mqkq}LxMHT%SGo>`_c#GB&!Htfh>Nk|+r5c510EVejPeDaPY z%k*^}`GEH`NSOMLiO03!vK)@c_-AZlPk*iwK&PiQ;i-d+IDY|P#FUwTWt~36W{97xDamMT%{73N_}8%kq+O z1e+I{RKIYhr->0so}}Q9?iajMK1VA6mljC$0zS$|n=*}JpO~09Pxz|v_HqZ1_!gJD zF0mt{Tn}ICkJ{Yn8cY)2C-@+P=x{f;zp%+e(}j2A4po}Tf>?S}6fon_+XT$7srXqb z#!35z^nCE_ZW6aeC)cL55y19g85^PD(6mofe1hSKD4ToxCAi`{=97nyc$m~HUVNyA z!f9olvS^?VkVSwWmnacSXYu{}w;odah_~3{fp<_V@(Z{AaG@y;J$*uk6B4;;XAz1i zdILnIeKR_Esp-LT@Yfc`BO0TpGjVc2pg-DP)SB&1K1|<>&+bs00mI5WyS|L8OmRx# zZ6C&K2?|b0e_SOBYj_{;X)jEhGfANI%gKE?O#3b&cQAu2A-{a`z%d6f;@j)DKcsEV zS&h23>&xXUL;1GW3L(LOB~5*E3XHX~iletsvoXMsG?K3z=^J-5r=52f{GI}5oWE-W zQ7r$2__kPZSlgD8XHRn@rV$#0oQgsRFLv)6(U;!zec(XmlK_suc75u>i3f zMhpNXx5e}>>L0|?pkX0$JUwH`n`P>Zu=mIK5(L)}NYo~VG2;N~CSf{B`SM=MSfRj$ z96ad8{w9jn*r2R$;ZWT;1a6IT)7McLOUv`%QiKL4LG%irT5RO z11l_OTEh;i&R;NdMngJ;sz0(g4^h+FcoE7N^KgP{#Y^7RPby@n+1q&2P;ww&k%NJc z7|OUJ*g*9VICEh6(THs-;{*zc{58=4S#%CZ3bG1p@J%GZg79dmiOAqA(BJ_+3w^vI z@Bx;?viq}fhSjcF=}sI-VMY7IW4B-p2Px8%yav+k(KA^4*6FCQ@luk9;C=j2W`E8< zAb@4)f}jb*LQkq#fhh`=&9hpvcz1e{)=9#E3{q73D8R_D@#tLqro}}&u+x4q4q6+R z5TR2;S%2#nMC0?d{)qSV(cxQ<6-~x%fS66*rD>4UES3gxKX#g#nSo=H7~1@BAeb3P zMUff07km+a^O8J8s6Y&o!K-TkK#FZRJc-cqRF><3)Oz*FzAs0M!=&2vi$wr{ zxdRrO7~2HTeS%k7zvMT#4gM_FN5VZBaUihWO1yvhtAl`v2-}lHLJC;r-}qkIv@V1v zCWK$Df-fY1t7ZL%faQ^!=GkWuHbd)R;t8&B8q0t+`@3A!$Q%gS32Xg6(dp-P+u(l5qwPy>GNgWUV0s)!*F8Im> z;QFuv76knj-8PGoP&HCOSP@LL(4`x5595uz8D*T zKNtMys^19V$+i80owpISR`>Vrx4$3U=9~Dsm;f^&Nmmf=TwvSF^NNPgR;fLbCam&M z&i;ru=!dv_8~?Y@AUjexWd;w2haW;3@~Ex^F^pS$Ow2g|Qr-7zPhvxHYVigW<8IS4 zc9JZl1@_Q0gms-ms3!>%8I@RvAIo;uQ^$+}Aiha%C_-Q51#GzXsX&@~5c`KB+>v!{ zQf-zdHd6@+!$t=*9mzBW)t1dQjlzPfJS3q>(j*ijvMs#TE9tfN8Qh?jiCNU{U{&7e zmRx5S7Vht@prMfvSS|7AyqX_Of0VWL9lvoc0ziCBF5H_xPF$Bs6ZhH7yh50K&FVJ5 zFOnxDRH8LLC=?a2O#b)Ce~6ziR>ZRzeK5TKp`#`cWgQ5ofa`C*Zf@*BBVoWm9vIwvPbtz3=tHJs2;p8U=5vS}^w#BwC4goLS${Agi_&DO_OZ`*yM@yp7 zvOWhJkTa+g1(kV;fY*W^_>jeLbN5NVpokeBQxudRq^l%+UcO#_2t*uGT$}+$EWW^H zT9Knj2!ZO5LYCy^zYkUflI2;&+u9qw&NnrSLvRqs^%U_C!hCVGobTjlOM~K~sG2De z>Im>+4!EZKzCk(;uc2~0rZ7B~dAP0*RUF4*LDok(e-r3vg0gtWl;cNhE6M#&_OmF~ zl}}~>(4S3=x~A92jpfP}vID|KMe#niG4C2Ac-5OV4W&_WR=|9f(EL01=*r}FpxpO8 zOh*ray_$&2%doamXazHLA6cF+eu#LugLbN3iIa;6m!qF&KNn+*n@Mut5-xURC|%e4 zt>we*-%rTSUB)fvCPd1`_XO8ddLPTKyWhLEFgye}1KD{M(!TqmCLC`P5W60|+UI+g z9(258pfGkD#X8+M(Uce&Jja1KtPK9NgGqUVIe3C_af?p^tf!pKgpSAWrCpQ;f8xgG z=5te_`e1JLw^z%YP_y${rb90XM1ycR{9>;ozvg}rX2S0*O^n{FD~LMpKggrw<6j>d zeYUa{EkA!L^#3w zd|&s&JrU(75x03Y-5gCkqtg3&V!!2a;yX*B(0IOq&}>)IIe>MyLC&LQVtS2ltcc2; z@8F$2JvTsfeGMb)?m+K^>I0*||@g8y9^cdOVH!MbgpPcl}na7SlE2jb@l;bX2 z07i1qRtBDa@ZlEh%gn+;D9p%k+zd6;glPh!)NDGbEuObd@` zP1%wY)~GGK`CM2V;mH_L*E;#rmB9o6Ib-&6-IlmQtcI&Uec@dmLKJP0XyLOFbTd35*$1n2&%v5umxqtz0Qs3R+2C2<5ws1GQ) z`E`Q$nvybdnwSxSronuJ_dl%G$0{|5{A1U-eF9;8KmqzY-IVmAqM|c0tKj-)=j8l6 z_bZZ3mi678DD{uKv|30OG>y)vV(mTZ4r!t?2G9wBa-l_t!uZV>)>_j&bmU3;~dzU>;8Uszg{WS$R2#)Q%?7%&k0Xnp>_?p5Pl%>@pb-3$A8K-I`g0ydR0FNO3 z+{7>nTQ@BPC?lmONdX4{=e5aRm0HK-Tu>9DS#WGvO)*>#*BjCyyc-Q9 znwuwP{(lrb7{$XCWnrL4ujES-s54@NV|P%wvp-zTXXMzWfLq;vA3U!;s;Ei>av9YU z9=81gFb|)>L|yE*psx2`2$Vo|?%=ldZ%?P#!(y8wBmU8zjSo5lgXP||%S9&?%A>I3 z$R7lD{s=n_*UfFl<~0mAb)QvqWy*vsUS|mKs+*rL%DwYKOsS2Rqp+4p1_YBVA#Bbc^ zYjAU*u&yr!3FwvW6H7;3_iZuszk=1OtA@kFC~)j;>{Mhia9BZhogZ_LGXoXxY1B*g*Q>tb?R$JE(9uQ0UaT}R?XU8v-609~0#@B# zn;5e=#t~5G`ShourGJ`K9L=c(w-WgsQ_hCa^0ES!5JZ|U8|$x7s6VJ;>auElxoYB# zwTW6SKyslwAlw-YQ#1ge?|RBjZ8TXOgku`H!QO`z+xUq`O!!xYPMr$R4uHCtW;qux{Y|Lu#oq zETG`)EnEAvgq;0|cZr5^)|aQ)n)IQ0O2yj`nsA?&r8rS2=dZdFn6(fILhIyy!KqfP zCmBgyUGTkn3bR3n~bMgli^1qLP=u zV?!I+HF|GjA&$mQl-}FtJZ>GR%<~W%tCdsw&(acw(3H3V+#PVOd zzwo;leT}=<5?}Mgo;@b<0bJxBeAZRt3P+q3?m68feq`-~VL|A>r;0skeCjxYU|A%J z1PoU2Zv?Tmy=noVP80K<1OwxOUx8A@*?PQvd@kL*$#hZ7`7_usHa?LH;gC&_n>31V z(f{haaKs2Xfm1gA7bZp^(~%`A2yy3e@$IESaxl}Pbam-~w0sxn`MaM8x)d?M!YLd# znSSiB6t9?0JHuAt_;l@2u6H;ffaDv(lk(dw=pcdg9?xfR8@iRQFpsBg0;V_Vbw+L8 zRlKdFg)?uvM;l{oPu2X!ZyW+m`erQ1YBNb$m4JxGD;zQ==dsH z2X^uY&M(%pMyZ|C?Pb0VM+G&eUp)SFzaf*Zaq7S(o?W$GD7&d;`=R;HQ^ z)Z`_gCP8pUp)OnIA#lzzTs6Kzumz}v!?ecTp?>?M-Q#h1+p~x}ILb}bzH>hhl&MYZ zf*=R7lH>f+ZfaE1=95cydY6P$=Gq-Pk!A}W(G)NHu39c7Nqp~5h;%Lnl z$dXCW)QF%7`mZ`Y1_5T`Q0s^5=JPWL`pgsxN}pNEWk!jKF)6GF;8|#ZYW!N-Ba@$C zBmNgR0H*Lsm^Tx|lG|c2ZBpHiMD*K4fSnSXmN66wqu^9M&kQ{fk) zdlUFhsq79|qpyYHdM;l(nW>T|>Eg_;6El1ACrN!}YM2^5{^+yz{TmSlbC9sd->4yC z*fl$vUa&}t?#{;WJ)t(z|4byXAz7zs+^t1tCwZ1fdkPoRU(Wf+GQH6-`}+JzdS2!F zt*V3`Zq9~$eeuwxxwy%OPu0SYsP0K4VAhzU#{Ku>v@~{;27gA-e{`3-$X~#PpG0L-0qj3z$$nH&-%idRcoonn-ly7_njny^l-fuZ!3p9D*NHu zl0bat!p+nk^x4%R!Gwr?|I5E@;{NFQa)McGV{1#n+grTkzD*=jwb+&r)bFf0D z0YMBg!DEv=S+H|pdNV_SL?nuLHRJ9}U|5l_5?sXg?(@e zuA$n+sYcmJC>B4$*>E#}^6Uh1n~VK|u?u@W!=oi2h)U4#i~-FV)~37f&*)#L)rb&-68O*!e-3!_GPx%b*0#nzT@XZC@%X6=r#9StCWZp&bUj8X7un{4! zs?87OT6)bLsS@wsKya#ucnYBEzE^II_^ z_)UrEKt>!=h3@DPn9B6%ZlW9fUjfB+(`(HUx<}TcvIwk)kt}0a1Igd}L!jUWCE=LS z!L9x61AmX_r822{NtY3IU2MC_;!MKk%+T5>5dEUMt$?*L2RnMI@2E=nF5r>@Rlds8yw`TQcf8Gq8 z2dbSw>{gkFo*Ce6>o#X72W?Nb_Lqp117ucxYbCC~zh3si+8OG@oNuE`!~SKM91hLX z%SQsxr)(_JOn+?Q#G!)S*n(2_9}xiZFIbC7Xu;PLv?`jwM%w&b!NP%9XluXiS0T|` znD_Ty21#1i`N`2h5rrjvT>`rVM92ak^aryZ@ZSWUT)jLFbVgx&xa<8p&$TU(3$kE3 zh>TLBQm0t8Nnf|EK4rn5-y`aF`kp|pOERirpD2v0DpH)OMGomJ*W$!Ci)Gk+%n)tk zvaWo4Yp|fAYT@8HAR=WY)Aa+RW!Pdma!pBQO7Z;m2MOk{{xT)b2p(YeG78BGdWaMF zFfgP~0;9$^YV1)|N3~kuTit(EVN!CwcS)g1NOq5whU-<&`=u=w3Xj;Hg^0^pW!eHB zPYhF|_~{TQFq@J$?N;tEs0rUkQtk|y8fP}g3B>M81MQ2KV+R4A&#mK2HV!6SCqW26 zMfZb-D1&fof42X@W{}?(S6l6t8d?bED1J$@Ov8_sd8FH~u30e;!8A23G&}@Qbnvdv za8i@UB)0$W0z};0mXo9hQ74tdb+4@99wV7lwVyn%B}>zt%Jag)NI|Q=BqhZRl*P02 zKo4R+^}vv;;-8;iSccdnJt+X1>l%<;JC`CyPZKBz8PL*6!WM^JZ{pUu>s5~zC&lo( zR8CLgB=^}RqB(te^tqvh>(2mk&okjW|0uo$-}S&IgcvWjAOMH3tzm6jM#ekLDjJUu zc-ph3AiWo? z(o9@qc&Q)?EeZUzyeFp5{f{#h3!~VRJ2-FUfB0Hi|x6PGrV9WlPVcLOuU!WEZ{g+zQ=P$!JY5L7yW>XVFBb?&Vp#wZ)y=<<_r>v=n;yXoH z!B1I;yzMlZ)O`Pjn_t{6Jt?Y8cjDS?Lp%gmt6{yb2pH9V?vSddNR1SG#*oCWgc59F zz^x+I0?~*je0=9)8TtQd?aQO7eE)X0p`;8^k`$3CilP*-_Pq^G~Z)_T$;lbKjrg`drs_ z2j3cFO8jc|>DV6oEbT+z3QeW(+Q?`owdXQg$Opo^cu?h;o6iw$E``@rXBMR26HEiQ z5sUR?>RLoBO~`|`V}j!^cLyLR2lj7@tfDuZVTcg4XzJsXtBC=gGwZ>~bM!(zY?S4V z#H1i>=l@Y-SN$We!|Fj4L3jSj%?`hBJk571jjYV`jl6ixa z38uvlMmUdVcl~@-c+@D18Q*K&jX#!?kPq*I2`wfgBhw-}gLDrLY$fOoMrGH$P3M4z zxBdB<8v6^y+|wBy=XeV*cYGqp_8kA4RaG@NMMy-bSV-I|NZmI$!BDUTJSr1D#&oe8 z+aFp#pKhUV`GaxX4E!BeZWi9P+epOl7)VO!T#n@TRS=CF(MbME*a)m#zka<}tZ}lQ z*tTtTwj`N~w=Q`azEzfbMO4zoCn@0+-AGe9BXn{2Gxm^LD!@^ZJ$qysgBj4am9&1x zxs@P|X3;n;QVfLt{Q0wc*2-mCK$)MIW{3 z70}!3;Ib+8D;hl7TZ@CQOoSc%oWD|uZ78A?Ygp7l8>Et}dqba)e=zu>_K=3)Sn!CY z4UIOyN2Tgj8WukrGa^4MgzA4#e*kL685rd7s9#6>W8k;OIJan#Lp(TxG5!gkWnoVA z=tDg}kb#SfrZ24(|F?(HxHaZv%{N=JXz=4D*9mFb{GV>##uX1OY|c~?<)V|dFYA&s zO?}m&9E7HcGW?1(N@GAs|Gt-$l6G4p zwXrtRkuiqNpIwD6`=)_Tqm!^k@kw|}RE%brWu^N)g!tq3;b_&TSAkg)b8-aMESvLe z$+;Kok!~s@9I$pBnnt;)e{PD1D{^>@lCN~VQhq+TB~~HQEY{E|oDI37Y7=X@QQ`rD zpigwuK@cQWicE$Jl>*xq%moknag%hfRg!$%?9k^#|8@1@s<`5qG00L|~p zjw8ux1Z(0v`Bb;Dajb%-fc=jN%Iz&**!rFRaKG6|49jNN%>Rpqe!=8!fQ&DdTq46L zWt>nq+kjLp!#BjT!<;wn@SPo^s#kR8$_V3_a}RZZ?jS4=?+ z22#fLS5nV*yZ_oq`1jn=rrU7mKD=Om9W20Z`itJSrBz`;7-l)EFm)=kD>iT7he z3zw=sx>!@|{p!99;jk4#-iIcPw6yK$EMfIqzp)xB zjjL<29fmNbn&@O580V;;PU%rv6})Q9=<;rf6!IxnCe?+xQ|QOU;m|$iF5-He1cd_6 z%_47?(@#OM!5%joKCv0VQ`Z+L=jpyL(4>TcnyVc#mQ5}Fup}@3eAFJFvQoE=9g4sMTe*2~)4#$vICew3*g*N=U2XWU851UG z%gVfKv@ai+ z^7SeJSAuKlz&Oab2{xblLNAOs*^x#0qEtw2dG@?ghoAJ1O&PP{;c6H(DjO*lWt-#c zSr_D6q=Bs~X};2JCjjFuF`MF>a%MHtmd~OKtxj%AUvtKrEUsuoTDxxD!1MW7d4SO` z-Hqf~4me4Vt;se+R>3Grca&p?H*ebP9_(oKgc+mH&1*tyr9*drvby}SFC%G;$y%3b zKthVCDrPwigQ^^4;nfOOZ9hkWN8ZJZD#f#?e|z*X?kyPhEjZ9^Ro?O;?`F{~q{nkaY(_!78~IwhM}y zCpQlpM;G0Z;bT(ec>Dmjti*MKud-?yr5zF5VpY5rq?LDs&T-}1)vIq}x+dJd!}Hwv z$f)vx%Lq*MEZj@kUd#}y6q|kUfu48iA11Z*d_$boZ;NGS6HK&L+9D#P0g3M!R?#H~ zoVqX}y-`|zOZ}Tmm#60Ar<(G8p&kL52DN>m@$H8y5nXfb$M<$4Ks6B`jo>0xAJY3v z{T~NRV0RWNt(dwxSc@FH+9sl0A)Z<)>)R6aRgHUUJzw&=rPsrDNSm>&m}YA_e1UGO z1|Bg+BSz>}Cw-ow*zfLP+y;E~CDZb0t$AB)Q>&zS_cl_}+epgsX`bvUK}VGfEO9k9 zaoVmUdvkZF#~ON0n{D8%cyaOplgdjgpd*AR^5U0liwZ88GCy5?}aTZl!51jL~ZOBx6@g~|6R*?D+)4oD1!8%M{y4_=c>8WTQXA1DOx&0B|iY-s&MOCdr?;KOA zWbULg+cCeGUd7$OF#i`s&Q6YHEi;HWi_^%qqc*pxr4ydsrAQfi%nA*;X9fD&BOvde z7k740zgEw%zq_>Fp6yW?ugSoNdikEuZ?Nd^QcEw&0=}6TYh3XGWxV*3X<;zu zRW=-rRX{Q=T#|#YcpTD=3@|m%p`J))aVX{4v2JM+{USQ;kave>28UIVkB)9h zeYN~x_80UX_z)aOGYVZ4u_p*2!+K(l5}RyUr8LGgTfh8h?+N9Ym-nh>h@wLOUT>%k6YcC^9 zgJLu>mPKCgmmxpK?C~rjva~oM-H91EhS+`yJhh|PKrUdwC)m*YLc7|hCD9@W$UI$3 z@_ZyL=$i~G$AkPK!DY{*xY&2@L|VL!J82!+&7}IOD87$yu*TE)+-*(j*99KDz`jLz zX&XU6OO~$d-+=o*+Q%5K8zibEqT-NbRji=X>Dl@Gd>;I`iSJ{a(1Lt9fk(Kf&S@QS z(?1wXD%rh>+td?6j6eQG9eto1a9(bI))$^=xT54^oqMgT`&PX3>yG@lj}bm@u0@n~ z;(8nK^NouWIn6YyZ^~F_w?+EtyTDk_fgoGdFXD5SOr(r(swKQqWC(aYYf6EOul2PTrXV@0m6GL3;{%^ z0jlyX|5`JtOI&R<8|pnw3`LPu0@~QvG>=A7e)2v!k-D|-DG6M}o{Wo-cd;fUIBsWB z#box4F%?x{drRX!ANkG+j$y_A_t;69mW92)^=q~E zYWKWfYxFRj-Dkfrt78&Ic8Mpo*3|SJ{TmsAE3HZA4gh@56=c=R2gO!zl3Kb-5Q|fy zafcK6)FmMw6NM*i{})1QBV1 zO~I-h`;L~(A5VhI-06TSIvd%^IP&6`%!KwP*#D*boV=OH^7}P?MS~KthODJaB~c^< zR1H9Y;&G0A%6CZUjC_gI-+-^piz~WR00#IL9;bj?TJp5E5^+S_6A*~DQ&4Te{6nkQ zT93amJdlY86NV6TyA3VLh3V(pCzxY#*KS)>g>+QbVZjE^fEGm5(Y+kWGOo)gKz=~s zSqVB28-q!S37)2+GBWWlMKd1mPlWV@9t1-ff%XUY-n=?182y96boYuk%dxv* z*aErv_>zfRd5T*Z$o@)~4pkwtjrIYkM#5Mh`0J8Sr8Q7XXIq|6Q)`mQr}(~Nl_z|G zI7UW@!8Ci@!-&2YT5C=&J9W{>4hfSl_%oh^`T=sMXA!lOPV5QsU0pdW-%){YJ6|sW zaGnhW&T^C-@JHeB&lM&{?SzU0L&$hkSr1iQrC{jF<+v-VHCdQD=VW)timkA?MXZrYD#@gxhA2 za;OJV1;W=hK#Z7WwR>D7HRsyuUv)j;xj;bZaEnL;gzf-Fx3@p0RkMJA`vHf@7DRlE zs4bw=h#H9e^s~9D!XWWIXCQOmCWdMCJ{_H9gjT+Z31JJc`Q~B|B{t0!p2x_YtMBtQYG4*ScHpdsDmB5}g-31b>_VWA?<4v*7jq%&IU}cvCs7;CV zFl=v^bjUB>D&v?UiE7ea8Cco>IT7X{>PrE+aso-uTDo{A9Ct-ee_*q1KMnkb4yIDe(qTvSZ2P;$g?j_}Re`S5*EU zdYYJJ_qXJw(#s%Jj(!!)WH6Q2mnG5OHL=~DZD_Xk&H=Y$1v z^70;p*tt;fs93D?R7*yBq+u_^@(R&gz8AF}v%3`;DHzB}jE-K{I@b=fNYo<1Oj9GB z-q!Xt+*MQ}_K(bEcvq`1m^}XPESz^;BcDnP!S-0(1>-vSugy=MXVex{?Dr=B?8RqM z(yeVV0a>a5o50|4tu#w4`?bY&u4lzX+T7SyD0qvz67gfT9Irp(NAjWWTPNNvUM_4M z6uEa^QM={M$oPSm2BdXF{=@_Tm6u5^@awJriT0Saa*=-K?59sqYOU^aPVc)U4tT$X zdfZfgF%$)S^kvzYe2hSAgSsq#Vy-SO&VW9wIb|{!6Ax~;koBBc*7@kFV$|Hz%?|v|{cCWr8 z;E$y3Ci-OK`JumcA6UWVq`CxJ+r76Rv`##Yn5dNRnk-3kXHt!6$=13)e{6qkf1ZVl zgcYNZsH#B1^GEr(_y~Gh@J}0w#!s?eO@va>HRW>OvgB`k4aoe5C640R^71Y$$?RJYViICCtzh_c+-uxF+Qqe&yQs)x=#S1w5>EoO5j>42=9Byw8Xw zKs;JEg!|f0|EP@g_1Ra?4cq3q{F!+O-{#+#D2k!!0uA$qnl~djZUU`M)uWwqdjtv^ z@_xB{u8~`BD0eZj$SJkP?&xc5W@eDo{hfJT&1`?x_9SgS5=UwaFFw-V`)+#o%jlR} zl?{2vy4+7#3%6fZo7?h@k(y`Mj98&<0}mot*AVXdaZ8{n<3Zdv(NGuqZ@(lwzoFq0 z|FXsBl+6J}L~JBv2LNdA!7W;S{IdPWhw+n97hM76k42$0}AwfA7*-G~abN7LN>q7W|mB3Jj^%4brE~a1we$^H{=M)j>8<}X2WC7 zNiIcmolnT#>+D<^KMt8>9y9VTS7W^95Iqg3^bgnp*;fb61UBw;?y&Iw^>Pf8K?2}S zr@qFmHFncGZ{E7~`d+ICrk0JLU__l3OK_8%KVmN6)!z+D&)2TC&du2@cI23SWcK0K zSw^jf^q+?#ls&iRCaZ^WIWy4|{*8t7-xfubtmPxXr4u@wd+rj>`d{(~32+LF@HCi- z1M_3a$$0pj2RmTcirT|8)5`m-&=UyOaQ4g%?V9d|>n!*Y^JI%~tT{^H-+- zc1i8lJz;WKB=c0+wS1TuwP58&&(A-0F3myKZE3sxB%eV4Eh8N1q0)iypw-P8q*)f( z5h-jK{t6W4Za8pc0|%0$sL0BGfKNQR6+;k5ySBsjSScwZZqRc@P6>hal!fan=eguZ zgY1#_!nu>I8`#ZRc{INeM;CB*R1Q@tZP{Yr2)nZjXHVTFlgat;D|*|}hjM0s44NBd zdTrqJBV`x0XeQ`U7fVY^^D#3kEUry_GI+q*9!BS1?DfwSR{VZ0&couBT~(zs3rxrz zE}tgPZpiI&YSWD0ck9c$V&Ex(m`j&OKT*B99C*Kj&g=Pgfr{)eK`4%#u>)D_!gSMW+Dm+ugqyW`E*CF08R|8)jE1mv_!pTrXL9 z!q4GApvZmf@2A$X)r{?%g!n_n-hk}z9bC7?GZj$5O;~pg4-W@dGGG#JTG?%_m55~u zYY&3efPqOOE1TG}z2K+0pEBn6^d^6}@U4IN3gvL=REL-QM5B4=gvG833bv*>HKwby(WQ&Q>;u>k|pb zleD)37&u6|pHktt!r!k?5_9f=3+%}R&&T)baCSuV0zFCayc^C$FfjyC`_T8>J$E0D z|4_fk9}yLp+Vennqr;U4Pd~Q`@$va0cqPKR+@bzKQOqDMzk!?Y zACeS(WHeT(e$`QMiV9TUD}LEr`O)-oJJbEn#9&i~NLW&-Rn3(>go!bDN@uWDcoI2s z7i&Lz)J*>M%M{tmM`$GJwL`S=Tm za8LDbp~E2?tLB?^vgJJP{+~r#a$oVR*{4dFwP_gZX8A`C+BJWAx#$%3${|lEQ2O$k z?1LdKfxf=J`H1#!XW9|aoV{S7dNvY7^kc~-!>FW{l?dx| zN6@ziq*8}_szVzWCR(1Yk}}99T&*VIhuAVX(w<@0D6rZ1Ed`OfxiY9FeDMr{F&GRd z*u~exsJBwkl(c3%D@_;K1bVvN`(YSUJ%=&XCo>S7Tftv-M2i$q(q7`#)JuU2*yH@2 z7rr*5IkJVJf8y5NyPJvA6LuEW-fP`lCcNWZ&?7NfN2{DOx3U1E=7aat3hLvYAMOKh zDk>ZSq&_FkKlpj};hZ}TT{&vX9|UL1P*}&`DXB&1rgemxWu35{L72PxBqNr?tc3#Obb$um>uHQaHDmbgb%f7;Uq_b@FirOkK+T-(TwyiKxNqms_{P+Vy z$O0X)mS7LAt1L_}ci+g_-&64e27$k?NjFR-4_&AEEX)twKdvXh&d%NpUa)Ozp=)Z* zMR+!4H2)VXG}(zY{im%ZTTXNOc=qGM7J=6KNdc)2CUE(rwZO>Kg z*<9PIpuOSmF1;VBY-m*3ESYj;Ol;x3uyZrKMQJzMK{z&EB5+x>a^9Jr@kqIW@=Eoq zOK1~quDjnSwAr=Ypw;8YM0U2anG$nEW3lNYZJfBWK8nRT+D4u*JF+ieP;Sw!Yv>U#4~^{T^= zx6K?Tg;AM~`g+2mk$XzpLcA7K8{ikz+^1jdD4r08{=e$Yrx^9Skyf6Zs2GkmDQpF4 z4CAp>+WzTnNXu`r-Jy*y)Yj+(Iq@!Z65=nsu@&IZuZ~k&lD-W=MgnWQZV*lnh4=Y{ zc~7J@kqSD?_%G=PnIVX~Pem))KbVeYe{*^CStn%BnY3O^+b#Ud!h2x?kldfY(&z)M zEo_X46JD^yE)6wrpG6I^``YYo^30IZ)z_3l%^4Iz7W0laHWE6*N?~NaCT#O6P$jaF9sMV8-iZK+&)w>N z;~{$4vIU?~#iRIh{}E+>2{Vf38T_F&tRe1l3PtG__*q(|H#vj)cCIeYclpv2`4?{! zr1M!O1H9N{L*B`e{W#I4f+z)9*?+3IDrc(r%v0HyED?he@Z6WQ-~o>Ye~V~tmcVs8 zm!tE317Fc+Fg(Q`1Mo*iFj;T=s6+#iZYzex{33Ot%gqElYpXUAXbdjHKcT+?M=Mq z1Cj>Ux*f|9=*(Fxu#9i{3x9mE0$53~)S-1l z?L||;F|h$3VT}^JM0d0UBy4zVIH#R{7eoD}zmb8s@Mhk)3ug?8$(m)RdEUaThi`Pd zVYKS4)ELj@1l14a#4ilORM>-QI@_cR-EdrnNdcnRnKw5%bIKsll7b~gfX_Vh;KX6Q zZDT#5hT^KKsz$A{72%kq-5F>Mv&wo|5%sC9$jxwqYFiz$pL>II+e;&E|NL{G_f1?= z-89n!B;XHpQkVPd#6CVzS%u-Gi)SanZJW%kKIGS)+(!cwcwmZPj;K@0X2FD8_s z6K(Y;XJl+1E;738L7v3D@3@2=U^d9TECH8n3J3F!VFTDdn4`FuS)_$cTg}^K%9thpaOHdh@L)4aR#yLtS8l} zyonsjG@S>>7Khi3X-259<$Oa#W^V(BOMkL+=JW($uXm_CE`yEH9HYS*Wb9ykYy7m{ z;Uw>(x5y?IJQ`ET9ZNE>u}xSK#%~hG>Ac37SSFlRWMKT2SBrds8zwH!HrC@AIdDnJsI01+oeRi9O3)5h-*$T^}hs z-hsT;gq!h>+d$%1aLCr_U-oCJf}ZvKYzZ}%3)K4XS*Ml|$eC&;^BzjwQSBBQb5LkL z;&jz~3U9mWrq|X;yu=VVjZ+HV`uD~qJ|yv1GehH>Usk*z1W|F9W7TrBnrVJ-B)^BP z*Z;|Fu$)u7J4RZ&rvu39@i4B1>g)sqN{~>l;-Kl+M~Q7=EvdZp_PhF0-UOXX%a6fhYqin754W~lgXDM8B9~ks|7pi%~`XU~A5pX2r zl_D34dfcnFy&|`~H9c{?L&U?WWlGUnXL1Rj2M_T|B_+v8m4~G`bP8ALjzx~i8<+04 zi_;4YSQ*q}v)DY_&UT?j$%<;f%D-q$4kaEYvwk zw)OYNGxf;v<0+~ct&yu0yJxIDZUSA%84ezf;8(@bP`Y34If=W7TIDC%_(GxYJ1(ww z`TWn}gfPjHOmvh-U!QRZI{ux1oUXm*X|Im<$Srkfr!GpQ9`Q_1Dh^of7SW+veLL~X z?>5)kcpNvid47*#S29R2_zN^v&G5*qKHzsQ*)L}GqlhlOC`Z|fgw5WZJ8pbXU#&R4 zMcs9?E^T$9;qu__Eft;GJywK?6>+wp|MmZ1B`~h~A7VzQw=Qr9ZcxcTJ13}x6BkLk N`wwf=_MN`*zW^;P2{!-$ literal 0 HcmV?d00001 diff --git a/graphs/autoencoder_enwik9_execution_time.png b/graphs/autoencoder_enwik9_execution_time.png new file mode 100644 index 0000000000000000000000000000000000000000..d15fe5018ade22108bb79fd01d34f425756881af GIT binary patch literal 32477 zcmce;1yI%D`!9HCq*J;(1VQNz>28n|knZkMx>G^A4~?{>2uL?bgOq@DOYM7p_dmP$ z-nlcocV}nM=%DAzx88W(=M&ExrKTc_iAIVBfj}_j<)k$r5cpsS1a2J_8GOStxx58_ z2)e(~bJuiw@9t&hY6(#`b9c6Pa<{j6N9}3p>Sp8Q_=X0X3-Wn!f^5J;fBytIUt_m{&JByUZtC6p7P%b68t zFEZW|4B`>u*k|^Be7rkH)g!-z_}(8IcJ?5CdSynYWEv~sGOxj@cD>_2|0J)m7dm)M7zdtRAA$YjB zxSuf)#A(4N#S9_`j#_YIK%!vhg~L&Uqe+7=A@txVH_89)$tCaV^tLu4s2mSR^N@)} zd>b+s>w8yZjmN7>-FC-Z2N^OVnNEK=oLL-qT<845I9zNT-XqR&=_h%Ii~;HRQBl(g z<(NsLlcl_>@4Pz_LY9!0HvUu7^{8=u+}_?kw@RSN#>$$U<!$GvS*_Rq{&ZkJWAJQy*m9}KVXDLLx)%*%HJ&p{ohZDRAolocF-u&lbTo@E zCLuw!0x|fN)tDATKvGf?Wu5ZsenAXJvdwf!Ii#8kT2W#7{ll~RcYSEBM{Ng1vI&%D zz1U(u8|RJLP_W1o{f;|y+u>>mIBVT@RW9>`j#_u=IXG01!e;&r4GsNx|5g62uC_J< zAt9lxe+L{KoGtCyk8zq%fS#2(xQcE7kSBL{aqTxGRIo_66b@~-Dk`G?%xxKM zzt-6?xuk1s%+b8;8iV$!_xty)kyqoXprPADI&ExhxXt@9fTCTgcV&9kcLlv!m?_^LAg2 ztbJF~DhJXMm;JAo9wT*z5B{6sMKvh97PC-omE!>)Y)s5F3L(!jlWH0on&dBE*b{`$ zBB$%7Ylz6FiHyB_>WuhLy|{MPJ&)f3!HT(eJxpnNjZc(Gr{VwcKjZQ$VRt?A^&u zmXqL>+0Dtu*|^x#&-}k@T_%oQ51t;vE+gN2d$(saRnulGbiZ{liauOu`hej$+i9BB zA5T%CuxGTl6zazJ?g#4a!}VHme&(I8A4vj(Oj{H6Wp_U)?ocgJ0>BU}Sz*Is*5Z;XQ;E@c9+o*wUP6Vjc)xT>utqx(`LbkrjC5Vu*l)^)kL*QV@C)-3jTBjwnBD&z5x zH**55sMZkMSBvvM?IWr>{YiOBy&>`PS?S>#VK}cKuM* z(kA~~*HWLrhfCc{;YYs3R<}~$#}%(N?S!X)2b_mnDXKc-0XG{F@z3mevv}W+5RbmA zv(7LHY`q#{tFgvsQqekJ^*L&UB( z@#pYvJm|47r)xbF9bCFZX%ZQWye!A>PksdXx#j!!wuej2x=YtT=@P7KI<7K3cRpJ| zZ*zhkZw&^Toz^-R*L%VmcXRwy986qXT(Wl$lNCACj|DDgG#kONm+%9>-XNdCXv5ic zUvHkXH(grcGbXT0?r`;YVG+!^N=nrn;RPH0Y(bAH-^=}C1_lNjY_a>=#U{_gMVtKm z{6!EViah@QQujL>WSS+w#m)CPUNx$yuJ$xgRZ~lxE0o1P1W{6BU@P|3nA(BwdI*ZG z5$CV*YNKz^Z8M{9UdMBDRc}kvgxHkU?MzDws{M1nI5>G@jY)yIkqHU&)m@Li9myVf}bH2@e zub>I#T3{sXZs}yBx6$aEr$7MXX)8D7-G>i|FWA|Yz*xGQX~F~n==}85<)8oSoi>+7 z-%Hy|{i*TNz$Xq?R@ZOJEyw1@v`8W!de_l14J^oPyKg!Kfw-tP@$^4y8 zSKvbf$*cEe2e*H}j_Vxs@E*Ws{|gR|u~YB0&H&q6{;QTp_jx0)>}mhwIs30J+5F+9 zxq)q)Tt{$v&&SG-z;v4N4+v-+8d4~I_;>BC)C=zu!EOiskT{(;p{BS8Q7IrlR@OY!Q&mf1}hQt7K;$l z^y6~*ODzRL3v&Z@UWKJ=qB!qp`*hfx^>i z!EI0`(E4?>;m*SEW_#sq?d%9LYGvdt9?zQudH9M&A3mMuKJil)8WBOe)r<=6e#daq z^YZFAwrqqOEEVgj^SR%>q-q(9u%)7FM>)vmcPaR{)WTWD_(nUt&H%MUHMbgCiiI@X z=P7nEA$56#z3h8X)p&(sSP`$*7;ejxy-Mdl@`-Dz&V0aNoGhURYu3I0u-jY<>EZr- zT;)9fAG-F7e%nctz}q+3Zd&-60V4P&)XDSnC{aYtrC;#n3F~*bWPCTE$8bFS% zl|)v<^!im#C&}?;OHSR0RB^t9CXSZKrklMX<6Od_>%$|&-!s;^GIpt)O6ZGKNAz=L z(b^SXj~8>Tjw^x#?Gd5x75G-%Q|_<3p0r0XW1X`%TJp+~u26P~l!X(k5EK*@`(VMv z^yW+=FJc{=LSjM`5nq&EUtho8da~fX(c00BihY++YyT6*m@hM zwbwMxFDiSsMfllfv0p0llq;yNCk(~M31h@tBwb|_qQfia)jfoBvyFDTrMnZ4=!Q$( zEk{h%LSN2ND82LM>ZZaBAN2B#XyVz@<2?DT`ONJj!XW5;+K4zeE^gnSF_mS#SVWpb z89{!`|C;~#QF4hpDS1)%H^G|cYPCNmaGhQHwO}Q z=P`EtK){j1d@!jf12xYb&xHI4gPeb2&qYe%iL@eLWMW@1{)LOb(Y2i_}AyTI?6L! z-iZa2oPaBR?c`#UUS_1e%U1gZ?#r+y0rJ6v60Y6;mOye{#2^pL9B0fCQb{pgs=%9k zv?9aSN9J<7C8PW;!jH7f0a8(?Vc4Q&g3mVwUc*ZgsH~G(|9mJm=?dH*AZWrZo;V7; z*%XcF#-qqqn~KG<@hz`^?CqQ8f(`eHjo#AhMV{}YXnZgI%YVNwd-8Qx#@hc^@wGF! z5QIu7D~`5*zsbX&h2kzO=BRFEc&g}~wuw3=t>HWr8zUPG(zbvbDn62q)ZR~Y!*a*! zQPe)mEiR+=RQ(SUreV0QmpkUyYYm=E|6uxg#fowG;1YV(rEB_xhi&(tKm7YfzEPr3-z#r(n{L=8_ z)Yg6|xi@4p+75EJYA6GtusX{Y^|wk+s+#fxIJa3YKR`Wa%lFC=o86i=!%z?EZCST&j}2d=!WXHl{dIK{)o48=p(y5}Z;JA)e_CU`a1r6#-K}a} zH~jr?YC~^>E1qKU%PdOGCaGjJ>HT_{-CCVkwRUSu)9H4#iJu%xm;;w2b)@NUwRtAI zOHQM2;5THeJ8JU}-x%^52nH}1HmaRtW0xi-UcW4p5YLMTSvb&iDAj5okA8m{2Pkh=Ja{s0*S!!?qV1UxaPmn^$Sm25O3c0FmeA=f7%0yqBVmEA2tHQsF zVfA-^EwS1YuC<*LVdK^CE`^-6^ygV%w zIHpd+mz+?4=M_`^YM;hfXCoSF@mX@H_epW|c7X$SD9wD6t@1}IBkO_4DMdq}vfn+s zl{AN!%M!tHX_D(j!zZ-4tbj*Y){lfVh*RI5ZUoaTkYeDI zaSks*MpaM`h;WM_4?$gY5yo-$f4H3A&xz*rypQaET#rDwBDtke|A%269&AT=t!a+} zPoagh59eug)OqK43n2Fl@A_)A9aXO77dyo5Q69;Nz^8tno?WB?9t!T+ONO|8%Q`vGA&mSA#~>WL1jmBYBi zdbrl~L|(W9nSZE7Uw(B4_!TzSG&E=xn@X_a*ptOu+1lDxHIO8xr4=`k35;A^(r!PS za{qHNgBhWKY4%|=)}hx$0!m2kw1s#Na2&-sbpnBF?A~3hgLo!}Ih4?=wcPy|<9zCK zUs3||Oz?Z;DCEPZn*$YghyugT?6EAW%N_Hm$FkLu1 zr%WtBzDt-9_hrR4toij`IKe@3KLW6?wz+}-Y&vXAFWfvpID&o&yLq?4ZpB z#YX;QK`KYcoHV6vs++pG7`K{4xTZA7wL`V#dt+Dw+l}yg%Z6KoaOmFNUgO+s;^BM( z!qoKod4l=J&A8*&h6oXhlmT}}*?vc@`?sxbyMj5r0Vvl(%bX_y+`i3lJ`gw``nt8B ze$Y~?@4N7Okst$Ijc-uuACKp&UC*7vl8h>|+#nKA7+%&+z-{DBt<6(dG@9kXZN%VY zDTT4<1v}sWC+>aezc_fs|A} zXl?-WBvpw08XQx1Q&d*grdxjf9HCogDkAGU+-XhoTV7>uwZ6#=;S zTrfVrU~Xn+$NDd#Q?O>5QP z1H)+x9xeqVa`33$VFgMMz`vu7dbD`B6|>NIgivw+emx2$X?O2m&x$_(ad=cala(G- zeX_3$c!4{)VGj8nG2=Ast|lQvt|Mvo!~Z7{;CQ-u`L7`5nV5 zm!Hn%v9GmIZ;6i0iHpng%nvT*OTg8FhPpbGhh&m#%-;j@^K9+uQCCH9kA82aJSCQxOA-hMlmh1? zuPDwB7rx3eDreFI`VEhgk^_cZ(FhKH8z31P8nP3a_}BT0owbPE{r#%ExC(goq1)YD zPC(z|;o;HthGV95Jv}a+{W&m6(`V*W9Bh;8_5lUO9(ZUS4i%tTq2G z%LT*haBDRq`ldav2xp3XQ z>Z>>=c);F>E#iBT2*`J+{BB5ORj8nbI_YrC#^%$M8BA-=?P8KCegyN2;4tO-jU z*Q;!7y4CKseBR6;a=ZSHVp90#d8oA>3bkcNSVB499nZ*eY?C+k-asPZbNm8$T|QS3 z)fDco4z;O^{eZ@@-MX8jIc?;%!T>|Pthdq=F}5dw_xcIr<=29qIyOa6al`RJV(MbG!bpV;S@TfXV59xIMU)!d(f6XAotu#)l^C1v6}-# zVFDUyP0MdI*h;8Xz5(aaX=ep#>4=iF48_^i*Mlpqx>H_O3Nku5MO4g5BN|y2x_9#FL1kMX`sF?c zCEowC%l*LA7tQnz@+%bQ-twY01Chc;{w-fjF`U3N+|<0+&m?{x)O2ykQh21I)t4w| zF(RN~xg+x0%~z*o3wc5DUf!&SVHW}5@gI!?Fq7CMEgcV6OJ|d^RD-|j%xB%o9A%uR zh@Y;5o=O+l-evoC1F6kx;9y+%JeD;|$`lz4fC~1vO-dq87@;`C`C3>w5L$6Rz!q!O zBBK_)Oiayl2Vj*h!)H`!xMFW+v+0V!x-L|e(=U`W9d}3Hpj%iWuM{}d zqa&x}QkUTr=;Mm3QNQ?IA5~En{;1}_T=5zS!_xx72h&z@hOveOQ>X?lE#BpdQL9(Y zmc43P?2Ntq@KDM~yT%~Al#~qp7t|dLr!r2nE+tQ;Z~Ks>VPo4r>xi@3F&tU=ugBPmOW&Rk>4uUmFitwgM4Rhx&>OCu}hb=7#YrbC*XdDsz1OJ^FWQccaH=*Y+Lhj)LPU13s!RKGWCdv zh<2HA+fVz+EH}P?TkaB$xeMeqc6-etRIrDZ-5M9q3LQjXm_?y75MV%Aa+e>2UWx* zyiXxU^zPJ7#`()OnADS;O2Bd`$RMwA$1fk-pb(sU?OALJ2L8$RVxp~{>IXd02K1Q< zhRM%xDaL3mX1&O>A&BP`XbM$0-g#e<6{gmKlEWJJ44OrTR;0gVL57VqTLpeUzceYLLr(9xJg}P(j1n=rHMD+wF6HrttoGf~%q!w-I$w$^kcM+j@M|_9W zhP)rosVdpux3y7B+(*)m`EwHtL7z?gV-wA4>V6N=5-ae z2`1!CBQAdJ`|+bJ_zw`+HQ}_(sUeczc-+5y;;~DIvKlqorlAet@SEM1Nxpgc(Lp96 z&gXn*5GbAO5$Fs>sMQlCSlYeJjlFFb`zBt_?Gp>|1E)!{l#4Ddb`XPC;!oX5tR>`hLCn} z5cMRPo`pr`cP~QUc=I9he`}kG148`H`z4KdAw(WZPlp1}l=_LLV|YW-DuqR}r0lW)5s!io=!LVsYhhY! zis|g?6v`*7-@i-F#^X?!snJGKJ584;L!~g_T@V{u`eA}dqmwsQ5B1dH55PHC<`LBh zy=Xm_mL7fcb>T;P_6tkDD}|l0*YaywYskHjhwoi++H5R4=vRAenveSrQ)E`y&1xSj30VP;M={cwD7cpiKyl4@{_-i(;c?a%exwW z`0)WLx@J6oI{WhrN*m^MNV07AF;0=pEm%Gc{4_yMmP0=ECNyhdN__9BpIN?l}m-?yg2@XX*dJ+gH&&U5O)IE&h(MrtbW0}WV8$U zT&~oJaYwdoW3&=sS@f78O{`I}!9>i-kq}M}rR1f71tERu2n8)U2tvEg4@hDeoObu8 z$jC*>X0RquP{7#%`V>whwK z!BF}53JpyLCtdJj3%8)JmqoE0ns_worOb=zaYU?Bq}h1{PL{WN&}%qqNJ=W-lP`W? zwwY%!W)M(`#z>x^M)ua?`;QlCG;NEYNtX4xXb7%IUVgL@#rq$B191sEzk)|SGp2a+ zf+ua~q4c|DPR{S|u}|>A0<^P)Ff_xlp3Aw$x>!rW-x8`Q4^%{eA&3i}>8fN%R68_- zj->Tta*_$hXF}QqJm!U-$z=TJbe4~(CxVfP?zMb5f zN5;MjQF%@n$kVExxX!=&a8}@8X$u+%CrCc}S<+UKwM_(slUK>34HfNVd$3ri7jlA% z7(~dzQb0&Fob>M5v!vjjFfwvPW8lWJ6*f3IKTrAd$C`xSIqwT_8SL}KJ}7GC!r%cn zH}~QU|H6!C3b}645op@IJ9@fOHSQQzdi>3acc1DftOqgQ1nZ`35i6g*Y^}AIBV9|Id$v{IZ2me5_p0o=x(eG+!rJ-HHkh+^Ysw6YtTG7g8u01|gfo%dG zK))8ZwHd$w704Z2fstYmU@;DpfXg&Aj6pwbEiE~5^mH`yg{Y{g7ft>J;Y73H<@ z(tKxy3%qwxT8+^?#tmH`$0L|I)5H&hX|0z?tJOwA0{dl!TL3Pm0Skpj=hLH~HV+h} zUb_|`m4iVpV5>?5U`r=DI-0!3oWD5=pGiSWD>btemM#O6i9po>zzk`C0g-ohu4NTi zZ1?#(eW1tLM8nK1*XDW13M^--P$=ub0WdqI;j8dVbgVWzncVJ`=4LjG|Ed9O2lSBt zpz^B)5CLwN_MA?%XHZKJX+{<41^L6;4iT~IpH$z|G7U~L2=x>RyKr*j;>jQO(8f_cl2-U z1vFS4)2UL_>1U_d=?{FE@vBkvOAKrz%kL(Sq-?dgp1)^#^hvT0I*_{EoXptznw6WF z!I8^yZFKg@(5IKo^@uHK@WUGhZU^0lWt~aQ94sIyuYTQL23;QXbasda8E&yJXXHFl=-CK$dCniIQKD^4qq1>s0~1<=L-C z?gH5_?vc;TPGpS}`UJI@5K+RAF_S?uQ=SK>MsYu-$XTBEZXh0H^e~g!Hc+CqYfOMM z0@`3Rn9RT`_X`NrXzyZ=z8#AaVo;;D{@bt6hMa(537rpodhjB|Frxq|K|Aon8CAER zDO@f}VT;i7W+|5_eJ+5n2AKTq+4;Hlw~qerew+Xn$hgoGN}kL1)AH!kA$kj zfFDTfVO`wj9LAS0<#-odfYC6yo4P2MyxC!+k<%v2?Pax4VSSy!-=9BwgOS2KL{(JMx`;j7=s>Wp0&J zt9w66dTDu#)!BgiV|!-@I>1~d2)GhEB+dSKct90?MH7TD$iZwWsp;v^O#tcmFBbvv zzv)dC%7*wEr1fVY4}spQlcoXM!&vqtT)dJiTb!e19o_>AnBm@*2K3cmXjF#VqtAT< zUbMZ1uU1ta)So2fDR-tfI`o)A1v&^YdbT5|0?R0^04JuQk&K2+<+Fu*xeQv^Vx~+T z8b_gEqYm#4BU5)}^;qHBdZB&YaJVt$jR2Df=bvTQnLbQ&2ym>G2dXm6qQuw=P z)D&kW4&)mc+h<8K~n8m(o}OZawA+H}wO4Qt@C2007OPg;3giDYsos)*<18p(83c=*qm zJ4NGc_LQV$Fd*f|H?*=*=zkX*7038DF$fWSh6D96qS({Om2yCbYGj3d+f-lUvSrqqZacz;cTAmY zoziU1+rlX>17 z(*NdJwd^|lBHq*J#pt zCVcIAJu9PHv9fnEdo)m!gV4j?59je(;(sWrGtzl4mYcRZHHXD_Aa8Y=K%QG5Q}Z`f~iph}r|35Nbj4DociDUkK6H3@oX zT+RD23sctTqW0I_#sp-MGRxWwn;o6ML1r)>ehbRm>A z=w<_@bbk%ZdqK85K5nSwq!8%LrbS$wwlMPuTgQeJf0#YdMf$Bw>K~eJse~1nzxI$#Apm#z5s2Wn zPo#d1Z(Y~+PLjzBqnp&UC*Lc|c!r2{vrW@0!ZR=-_NMkJ7{Bz@cE^>-_oF~MmM}=8 zznKBatc!IDEkmnRyMk*aig*7Go%EJIF@%!l=lJg6fy7A|9uFeE+#YIu0Li|21nf@R84KTLdW%vbA+e9ig?5^_mBA#ulR&S~L( zCEoZdlp@u_OsI~saI#RgVm_9|J{E^P{{l_>3vhUmuK_`w~3gnRl*p{M$_{8H8nlGZoL0E8L-E!6wa2bCW9C_&s; z5ZHryat|fnoM2?49d!9Z|K?*E>yk4Yf-tQrxG*J_1aT-=Jd*zw^(bnnyZIn}Qt8*U z)Uy4B{h5yBW+CM`sjQs0%%1^B>Fj~}KKD6^4xLC5k|F$EJ{YG~rGfWw2(Bz^{;A$N z4Fy}^L@ku)y~Ax%ROC;$I@q|5cFE-PGc#@Y41~!z)U4f#@qOUQlfMwWkjDkj_=B{2=@o7x z`Knpu&x;HC0pf_~+6}FK+zcY-T^8j0;DwrarU2%DPDdD+E$x3W7J@RVK@$~nWj2&Z zT1?TOuN<5D14PHzS_L)8ISrorff-CaiiS(t4QPs$k7v`Irblr&sXqg68fB4gN^TG| zh}DGR-I@=8UJRo9^SXrZx-oz>?booOD#3s=_HWrYO(LhNRye_<4W*yR1uf{q0c0$C zYKZ<}fYv*s*skaSrBH<#;n^BuTO1$sQ<7e*ivL=g$5sJ7D@^^FIHIY+pxz!XnF6m$ zqlo%v#n~YTp0!iBu5K{Vf##ktmcyN%d^Dym1v?&XCEmK#cmiNZ7lcm^4HvVry|w>L zqVYM2LE!Tpy_HGQ7D2kAqkdyi#@$b26F<(yfP8h0Lwtr%!vT*ip{q%IyyLeFQ94xe zu^6Jn>u(}v5WPcw?+)V$({giy_Q9C#B<9Az$8Dt-Sj}Rz^wVH)b80HGB9de5&woKQ z*rcbui$=KqQ95dr$x!QTL=cbS4nRoTPxZ`qFD+S7jKMJe^%B`zTKW=Joiv)V<$Y|- z1D1LqgeX-#J3$*}K<`bx4KKT3Mm@Pg8331o^HKYoLIwc)OC^2h(U+F;>a5t5XKM_y z1`LesYW@MAjI$%l%9ThUfiN*>$)UO2_#?~|Z3vdkst$Q+O3V)HiYEIc=*qWZ_i1!K2nA0t+fYLBrN7cg{fG{L(scuL0!S7Z_)J9LoPw78*D5SM^NyXg z?bm12#obF#*a53X;4%IS^jcVQpZw{QV0|O+`TDT*>J($myHV1?+XE_j{ajYNbBB6{ z`VNcmzTuEW!G6Y9sHwK{Clw?mN-(lPp;%5Ln20dc_?*3mj@B018z-xz3*Q3j9e8x? zf$lZ4si`WW9e95#D*&wZZ~dkt4dSX=^oDfr*}i2I%MGO~>Fe$@k!`jq7+CNn(JPIe zqsTYX|68J`nK4P8{m=X}RfR1iN@3E{TdnOJ5W{+lsQ*Y&K=*{EvcdE;P_!X5`pWOh zo=5fl`w|RbPB#v`wItzs_rVvF#o%Hc`^3w@U=eo>yI{^j$XQ$=oijr@s3s%T=*}WQ zJJMe152H^{hxFpLYi4tbNioJ>9GWl`&-ChNKf|ojB29x}eQi8)0N?%l_dCLw(NA1b z090ulTmm(IsH%CD73PtSB^S_uNqV1OnuXf0w(I}iJRoU~D#NT88%b^NN*~S);v3Gq zkkmgWV|e@fo5JTHu_Uaq4m&^n3QM(Se!>&XePRaOo<@95eB30j^EL>McGIW*Gf)UK zNT_Q_lVR*z?i(w9vgFj22F&!bFb|8oii#)eY44ivUY^kQ_O>neTr0j0_v?eI)vvPL zk9r&|6<$9xzi=;@Dko-hQS|NbsTFPZ_((M<>`^%;^>n0I{tOB<^MneH1u5$ zIMaZah6K>?V;}^V;tKZ1kufP|Z~)i9->SFGDoBCW!mu)-VFYYpwOwwj(M$$F90=1c zsm>5&jxwfY@eN;z=_m~KchvLN81Q~*&KQYA#62)A4dygv%Yfs0Ez(ay$L(KNDZ5b_)r;-f z;r>qas9DLle=u8KO6IY%T*<@4wG?qhZ^T&kGm3VlhO-=JMBMo8zvb%fIXJ8qg8_pC#u>g`;Q@?vMS{Hqi zoYK`TyuJ3+aF=1@5*c@8DaPODoMt-la#GUL4#JSwxHv)+6O+NAAy;3@1blq_w+`PT zNqcp)=>48|5V(;zmc2*8uUe zlg*nZP~2D#c}Yzz&fsa>V4XzAg8}t9y#dLZ)8QzcYlZ8Y=tA2Km42gdY2{#5Vq8d_ ztrlj|m_x=h@h>RS;g*+!D90V|%Ji+T|nFW0CC@5Y4 zUxC))CGd-L0D)eULNpN>x!nB1xJSCG%0e}>(x_chgSU8i(O;Q2oKeBWG&0iN1JPeJ zQ@KrtXehWvoP@hJ27_`@>NnkgZlXjAsn)BL^jM$Rqj-&T0TgdPZeUIr92`snbsK67 zp_IV)08C`HIs=LQlCCyNe=HsaDD?u>U7;>YJ|L>AB^d2w>TXs#ImTNe#T3?Mw!&32N^jusU!ebytae)%nS#y&e zQTpy!caW9zU~gE&D@_%U3}>YbzSL#VYH$yf}w6tGuN3D<0&_9vD0%Y zHBckFMFDIiHrm=t7SoxB^=HR%^}bG>l{IMT?cxLnw~=};Id-{Ed$G-m;|SBM5lzO z71gPfefn2eWFjeBW%$U7TD#AxI`)8FXEfTzlr+l5v|U!kII7a1$yj6VD4pl7!XmJVxx5HU%&87k;Hm7oNdeP|_<*Fx`za+pxBjmc+!CQJs-GN>X3_ zla}PsjAwvRiN5<$*KksFF9M6~nGT6?OV)+(hTbW9)!ry5#I?YyglDYL(zi^B6Z(31 zc-0Y%Rs61mo-jws&>SlZqqb>75Lpxv3XT z!Y_`QS5(MZ9x29bW*wMlY0m%?uouZzQ<)xT<5O?D%`3l<$#4+EuCb*#t%%UU<1g)R z&%0OelyFhC$ccb2W$|;}G1>i|?+G|{PAWUTNy zOc~vN)Ucdf+D3u~bJo@y`tJNqd`zb$`NgGyjCt@PsjwtURr-fnUU3F=qY-wYzSMV;{^|6%euzH~omQ|C}j629w~Rw(!RQRQCbY zb*meFLP<2xZd6V=)c*)P1lhcEJE`*3CAzzzA~%X-!-=AIUcPkkdwO`T6CQsb*?ru}lh8|}Ei=kI7sEP&r^MspC7>s@M!>_^jI^wG{fr|Ko|d{@PsW~{$d z?4;j>p@fzOCwrNAQmBgCRc-Vs`6H075WrX|z4G(B&iJ{%fI z6o)8v0C%&3*b5V6&&XtBx_{9gTerXGIX=s#fK$<5LSENFZL{o0*;7+j?iefspp}En z$q2Lk!Q+o!5f3&~OnzAx=bUL0E5D03KlR}8pBbFSMcFjMy1Ssn9AZt&u&rJ1=+sFn z#Am6QSvme9gL|}9aK5HZqiy$Z@@gw+>PTheD;rK1&2WY8TDLwX_DaI$9MDsl=m_1s z?9H{ytAS3k)s?HsG;h(Nec^(JC{)i_IMY}4m;Q>l7d{lPbywqg_M<){_HWe-4K;8% z00E(_76j&32IKp!P&R@TugQ>vmg2(u2tyzp9{fuB3vovz{ZJ64ZaJV|i&=!{SjG>F4lXlxTpuTgMD--|yXPS)kubqY9pmLDCeE#D!QM~<10piAM*(j!albHCqZun5 zPs|FJp^_FHg3yOY47LRT6IR**(GSi~kJA)T&k6(YPR;FAz?VmLM9yTJ=8a8Pj5siz zc0k%0eEZ*Tp}>n19&)hMT!TR++HN_H3NvG(n=|2XQlQ0yfiY6C{&EvH{r}sI7Qh3* zc4;8921e*9ARm#4`g;%O;KKZ+&)-kJR<_$qYhZ{Fy5WXBjNJeoJKX=n9UT7a!vF8K zfA}9yHbofC5qbOX>X5BB0^4cf6>PN3d}q%rv3b#v+*AaNbl`F6#l%cN-TYfWH_%i+ zKcHc~qBMKvUa+$uSEUGDtQ-dI^Z`2U@4HtsXeN?;bs$zuUvAMCSjDjEb--_ycWv44I**)Fij1d8?`*jRx+0T@Qz z?CD?^^U;7rw(SDN`SSYvNAzu2VR1(wP_x|A{(;~Rd=+|-U-?of`fcvz1Vls?5a;`w z)BRiEPn1(rQ~R%LG(c8@Mlh~--4Y)sx*3G-JF!s1SehHl_TO8-S^IB;y#Y$#eZ4>8w0Wis!e3N zm}qG7St?)+L#v7kDOJr~U0#BLP>?vS;Cvy~-}BTu2!iSs|lw zk+Sy+mn|ck%HDgA5F&f;=lpbk@B6ur-*Mc>@w=aYp8mt9&v>u%{XWmvP!m^$`h4$3 zxbe%#Q9$Fj<$pk~no-7|OB7X)*1*EY z;<0|&luMy7(|pv3M}3s;v51X#i5ImuxLJi zA7E(?i~Xt+UC_&@>({f2M10^=8eeVT!Lr>5?acv{g$y?U608FyK^Z#hQy4;9jRXqs zRSu5Kg_%=lF7!q{K~_sBn3J789RfUuW`N;FKj1@JrS(@{rdMKC*4_TB`&WjBhHyvm zU6D`XhSDt(iC%Oj$l~5!Kn3Q^w#RZK$kvME{Y9?bS5P^91inEqYiC}l;eD7;_ZGoNh{0<;hX8{h2cU}m6U?R z{Iu>6h2|`NpKfh!CFUc+zv8V|sINeYC$@ki#gXueJz~sBN@5!-wuzozYmXJz%^ioO<+I}QWPgQ!4*6jC0ni42#9kxoVq`IS!qD)^W%9cKU$Fq0od3*i|I{W+GdDN4 ztAc_(4k)j?gvf{-XAZhqdV28jSD~$JPVmL zLY-#M6ZyiBhcjMs1o&IkXcAhwYyE2+;Jo z15zu;gn*k8Z8PV$_E)#gx_9`u1a0^t|EYzA-yWv8=y8Fs@2#**UA?zDx}{@!?kBBb zYVQIhNML2hh3gsf3~{^x?evS-ZI7XHHEniuT5wRS(kbf_GVdaqHgge#LO>?dy&`STEtwZ5{`D#X5%I=S# zg&2`vE2&chRh91JPvSz8L{9YQD%PrbX-?uKmo}<)L(WT`$i;5dyYGA;I(z9+{7&CM zidp|BN1}IZ`6oO1LUj@q41GOjkq>QMTB(0Hy zIXofXytl&QoyW%t5*9m(LGl*L>P5ADwTJ|0>*BlXEN}mE zFqG?L+fa3R+Thn2zWyjh>2~NeaV-7$$|J0jW6{XcmMZ%EB4^sIS)RSW_C-7-9rxSv zsow3@|5WPymXCE&sXj3&)H)2%+#8L-=A$I;daFrv@!LkW1W9cXs+{DTlZVu3CNpm6 zWf`D~lOE1lWz9B3)k(_`U@uKYlmND=>n$eCO2T$mb7q?R_-J2jHXE%}_lz0*{SJUMsw(UTGUTE`={QzQ9Ts+yjw6rSW-PMxFvwdp}5V{kjQM`By~Ck@@a z8zE-G1ovvku44IS^%=L1doSlF3+}4A=TEiOGvuk?OFw~|7etA=lOOh~Ehc*k$V<;ZpG zbAsswrkI_ogH+7H%aV;Lli+Wg9X=z^JKVKOUuKWEXugdrbnUBkS*c2ExB9-N$Tpk3 z5tVl@Wo%rMWUg|j%GL8KyX^>@*2We7mGOgAhw%#HBc-2|5%7CnQ+AJ~;h{PAO@2<- zY1JZ|z)bC*B4TI>$lu+0Pvo6(shS{Q*o@P3F9f9}FsIFV^o!(UGkR^YOP;`=TsK!y z;(7eN$CAstw~gW(Ii3hPSMmt2Ob2CT$ZkjpXseP_A5Rj}9M>Eb`6#%bCVk$@@N$}* z#)(4V?G-2@NH-KYVa(WpLX*Pj*Ri__$2vM$T;Z9vi{u z!Mz=pNp`vt^=ppZr2)qglqfniR9tHd+}o8;bJ0mK{wjIwzJF_WYjI2^ zX~OM?sF{d$iD$J3*2P`iDWq{O-hL?8XJk^E>fqtrr{HVU3ykHIqemp<61Qw0rT9)b z*)q+^eZu=uK`Qh8SyfZp_V57pjm{gn@$tSUE_Jmoz1Ds5&l|Blbe~HT-=zG2!O$JG>ek1e^5`~XoxX+yK>9v*DoxKeLagChKaYj z?Rwjux!QHreIEZ;e`;Bxx`h=9__?t}ayH6+agtgBJKCIkn}TUvCT?AKMm?*Em|xw^ ze8xhpsnT^;7L#qpf1^`V+v{cZC3OGdKL17P<);UkxG)uT?}XHg7v%e0e;u#9ruyiV zsigcdriX+1P>7B`1062+Ma>c8Bd^eV;r{!j8;j9=*BXoR^3|jsJYb8cz=QSw(_#1R zgP4WFoB46BIM;U1Ntr$@iLOX(&zC^Q@6L|NSJ;w@gYa238T`(3q;AZqG{ux^l|Jyn zyl1-kEC#cQ#Rcw~dR$-$7Z!n&-ZtdKFy@_f)rUdSDKno$waQjWs8eou)yVXH>Cn?i zaP1}Vk!EAFhg4~A{duW_(ONfi9EYhinUrS~k$Rj?rU)~H=5z2`e17AWN+aGnl=y^y zIR&zw#PHsRnL!{$~)h49!>7lK$+^CJ&z_4(>e$FS#n=O191HnE#mVMPl zA-oXv|3KE=h0M^S>T|29*-Gbw#&0XppRXQEy54GQnS{c~!Vh4m+@c{ZDvtTu0oWXd zCCbC2zH5}VbLycr(?L#GFC+X&QY=xo5+j)}mgua5>3*GrQ0wQo=-k!NA*}+l*S@Sz zCO&^SuENO1)*r$Sczq!fk7TN%BwVjflax!vbiVq- zB;OdP93pi|^+PeI+0x69MybUMo+rgN80I@f>O331nkdLy&TXCFM+#`TNzi0Pc-cvE z%^oIK>*8BKu1|QJ%OC392IWLv2;`Q34X)0SF$2{ zwKoG3Asjzx#%vD_rwam|6rUiPpsV){+|HdtJ^f3!#faW}YvL)N^@&5du{UFCpy*7H zAZ+E%LYJy8b>_R3es&X3L|5lAnQkA0giRFDS;@Ef zEbuULc$j1QXt64Kwl%b~<#B+m7NC!rL<>W-$l_kc-Q!R@A0JG`3}ba&>_6!%3@#_< z8DxjDo1vnYYU-H`0*$oXz4lVn)HE-DY%SO>MxH~_Swh1ER7BjCPex(#yuArviyM4+ z=tf3KIrq_un@J4B#AI1qH!vvF_C+^$)YDdF8oMD28i&Id*_DwnF4`^xGQ_r=+(ju8n^bLspw#{{b{7!NJ%IoK%0$2H+$^qa)t4H3LseujB@|} z12r>he;bD1i`XP7j8rm2CV@A_M&xxCLH3lXtPZs zB}L;5N}K{VIHC^>++ki`{o@jl*#j(p@UZW~sF9Ey$@=;mqfM4Aqt3y6nj6*;m*RMK zN9`F)522M>VL##G=#O2WxS+BI58UqQVAIu|ijKKndoc#8Dy9IzR~ZclbbuhVq6EC& zx|puG6MAh_J$2@5$Ir0H-_GNnjb>z#V!A|4W$x~Vjtt0!@VV<^Z*r^HQ71cr`y(7& z=&UE|nl=ZA2ZOIRk#fTk)Wj5nIyFmOi_Uur=*#g&u;cp>XUxgBOPk^Z1#~P;J9j_* zk8CT@S!Zq# z7dv4u`?)oe8+E4YJdd=gr0Moz?n5SNlOv{=Te=cRg-H<)N_kO|uZp8^AI-6sTEpV` zP^PV)LeyuKe*2MQ=iEn1!Y4E4lz}`T5rte2Be?6V&^-uqP^eMn60r%H3X%#7+1t3?^3`eHt7aPe3C6jd0|guaDS=QFmGZYCK4o`o zr+1>NsR<`f!d^|m* zkYU*<4u`rDTz7ZMOizbS8g`*qXDeo@244|x9zsV~ZgqV!Oof>@Fe(TI2twUAvd?!! zUitklJe`8cjO>iIe8H)B=?{vab(&6YhNnbv;oa@G0yQ}q~oBC*3e2T%QqvN7$-ES@ag{Ne){#a11_%{dAPrIGeEwm(_GwEPLxL@}>tJ5>EyH>n z(E0}7j6u89ea_9?9QC)J;b)0FiEicMImXf9Xe5)A9RL@b!P?c$ zSFQEOkV`-HR$T6IzV>0+u(+M?#7isgXP1#1Ig@7%x6@$&MPa=ni+7*hwoCU%a$h;YMgd0@?_RtM0%+S`;8q_=%<<+= z6*i+e4GWdfQjy&F$=I;G%v`MwLv_j9T)b6E{{~)O;@?grEkXVruhU2O*$6ud0vkjS zD#K?vt~r=FHL}VDH0|H}S$csnTMAaT?8sY!jx;lAvOTM9ywp{O-Jf;JtD;XbE8Opn zA*m04AN&Lou7lqfU#-q9a?6@Gq$lt_ZKZ=XtK{E{X)@H{brQZYa?RM?S;|Box}Bpj z_*Xng|L_2B{x!1kMzRu`DyxbZ|j; zVSG3mNlCElJdao-{jX9S|6ToSxWWH-@$CPf|MQnKc-q?97Mt^3{|ZV#2y+8o5rT(< ze~O>uBi_fy$5*U=KO^A0YKBNAC(8RbTc*Xbg93AQrRBe?eE$&CfKs%O?8ApiKxS;wM10*sr`K7CZk6VL*pWEx|zC2oL2P$~YAc2tMEv+-B z7I8yX*mnH-+S(e1S!YF0SGUh~1<8;TsK{jeOWq=SwLg2V-no~mZuiZ)jq5XE9qsyD z7^Bdis6Bv#BKNazaolx zblVs7D(FrUmx9UxL*eN9x*by7`3*W!!NBoJ*BsH&&_GggA@T8izkdDd4r%7jv`~4R zm^Bg2vA8qavR~-NnVA)4Ys<2fexYjdlWu|atDH@>)8QUVS5i$6NOc`!sHlJ9%#pyj z@O+v&h#Nmk{r2rQxZ+BX4`%Gx+ud!1TEe40-KpdT#8YD`yrl~D@9BFICMj##*r)NO zwFr*fEoA(ag#Ns3$&4WoFQmPmTiCQ9>4NF5^CfN!Ztq&37bT=8g&Fj5hu919+qgCp z&^+kbaIOFibz+`rV2$haH7emJm+&2~{-Csg82D^19*9t_F{0WMx0Mn$I1j3=fZ@Goi&3_MgUz ztLZX`oJTWs&34`+m{*Ry>#{Dn4sVdnD~NpE3pI&7r%MsDuS~h0GDlooxkE|C?hp39(x0S4KhwFY zUOkllW2fi*#YE$LMQ?!547&+u8! z+=7hBJZ6j;Cj;^gxB-E6^zX0LJGV@JoM6Ta(0iMH z)2Nz`aU&cG&L3FHj7O;t&4XVVLSCS~?noBctjUErq)6=kusLi9sVaIi@yQcG_52aB@ z%5$Mup$Z@K^XJBnlTNSg6s1qOzxRAkR`~&+Ww1$pq-ATma^nZ0WirHaLqp~@m-|-| zE0U9(&z}xBM76wlCaTn#W2^N}+5HYJHfRwbcHBdSt{bCWV;AdO9U9qQ;|$GN(@0*D z?z*xwU%x(ofrZ^u!nt6CwO#jlLcI3spdLS-b;4p!xtgkLvI<7Bp5pRT)3vsxWE6LG z>ql?mRNrWU)4hBuEG@MzUB~A2(JeY`R+8l8$wg8~}wYDD>&k)s}xIO<{uWJ z1~RyGPdN$&<>3uv!?ak^T!_>jrL=8q@`7wcNF zjI5W^!2`*2XB~*V_EJNU_+PSdnV4H>^SRAMi_jNG=d4cIyGDx^_Vrv|SqyRtvgxb> zNO9wMcbt6ncBZ`Kpxp979jD0bm z21E8@;j}a<<;{ww>_^CnTG|_VoRX#&Y+GNRo_U|@NEt6#^Fn&x+`d@i`1iipfW39c zE$Fz%+^(zs3%WXqmwbv>Cw(f_Uva!?seH1XX?byuBaw6gGfPhKoHuasBOPy0tay4I zme%D0vDc#oocSTT-j}%LPVAK2OrdNO&iFE#aA%oMwBCP6nMXg+f_O{Tq*BF8^b{zpI#zrab@Ih_nftxvs96S6%Kg8s$Qf6f1; zVc10coIZd!Mfm=mN*`r|D(kx)PKPx9>fuXa>S4=zB8xsucmJZ^P}gROv5RTRGTyn+ zty0*%9o`t$Dpw-QbX@(wjqi`%C#}=*6X70%Mso$__5QaAWKv?jSJu#?r=C;F+#xV7 z+0_tzqCldki{n>hjFY!aT#jIVfx$er@f&~Plb+#xikgYw*{~8>LfWaCiyzi5in#V9 ziqXBEDzGWV2+V$Rooh~J5=}RnP*EVcT&JykJ5)QbpF{M!X6pXVw$YxAPbIofC{I53 zM1+^&^3ll1$QtkXXJcCpk*#?FMZ9!RsV>e|&GpBmy=>&tGr`}EGdBFcr7*2&2hJNy zkGK!tP7iE62Xmiw7XNDOqUv!@;L%LK_CaHRmRzX!9X`&xWBN%|t?wm2uAEqZ00I#D zBL`#pl4-BOP`Ve(XDE2)YVOatFZiZe z^?0j&uzz~N-W5m1i8&lvjJSkv)1{F#D;CrLLUQ`*wVJrY!?YrLoVL$#l!*aogx@B# zx4or?8hJAz{HTwim+4x@bD;Rv6Hxyw#eOh2_wBNO3YEF%uTV2F zL!MKS6c-lE#L~k__^HocslE*LRpyirwO=p!)2GM3;>G*I^Gw*hEBw+0?#Kk-cs7@> z*w-ZN+&^WZ_B!T;gs#I=nMtCP1B>X^qgTMSAMIPA^C^oJy}jPzmnAmv&P&68+pb~f zt$hw!$l+Pd;7FOJqEpBj?4QvDclo)~l|C>sMIj4pKusX-lzNG-=}|q|m=0F%YW5wW zk>Oqmq1p_ekl%@%gp4Rj?w8A-s+y>=tX>i%?I^KptoN)g(*8}?I(pI|MZ3#DC~9sA z>|Sh0dKA&jHJ1aoy*ROf7r*k28Ry2oB+jf%I%o9bO+?AGfoIX+ck)WLe2Qs09PWJ1 ztgU&D%2m?(UMj~A>oN*)kbwJ0BGO=?al<_2RptR#etYFtnJ7M6_|i1Dvn(nO)a-r`*J|5z-|D)WaAXcF7DBfeP=<^sTS_cSOQUV zFMls}rzSGvzFsQQ3$Q8c^G9fv4E;iPX2;yT|MGD;y?^n(Tkh}!uIAgSPi@Ug^w;0j z6V}f^Q{nQlWdDgu>?H<=P~urW)+WXDSOuuhQZqSd{@IlwB*nyszM(M0yXqNSn)E zSxAY}TJyuBs=eIZc~~W?sOt5-rX9C%ON&>k>YcXvahMmDZyBexCW3B!k220Z{B}R} zsFP6i>X`8U(d$o4vSTcUc9$4?9}HH-DL*K}X>B#sC#<~vRF*+jJCUgMe$WS_mqGJ! z4w!^8cZpQTiOJWt#^cK9lgpc4R8BFb`tGur)33C0>YW2cfTXR+f(N!$=1;{_Qo1s+ zQ1G)hEPmX9uPm;yKsxjHj{@#$b)i;sChm9WpC3#c0E&u`hmq)4*xFA1dm_ky`IM&tE6hCuWjHjY`6cE^7)?f81x8Zdr-hI z8?hI;10o-(tX`os^C8&O#;oC*(4TGE&`cSsKo3oUF9#OxU#=T?-ngyg@YHMf-gT}T zdDh*LqiM$6%92Nlm9nw?W(sD0tnGs%y;6r^M=wI#*pDB^U(8TYV~EM}zC}BD|0p)( z978@jG$8#K)OjL}?mkV3=@d6ny)(Vfq5MrqCN-&+$|&bb1f7rA`vC)so){Q8eYpIN zCWz0U{M#>eCg@ylbcbVOTabLM5RJe06+tdQ-!qBc#?7cwu4~Xd*&hE1z57PKmRj@O zkIn~lIgkk*CdNh~xUm0z(nGz=f=k_SgMv8Va3{^DX29SZT|*6QU1C; z5~m%4yNCkJK>P_9OEm%bSl8}&ch@;m!leM%kVBSn1qA|*EAIjWKX!I%h=Lpnikmxg z{I~E{+%L-mz;St${_L4=acetn)jdYSQ0)8odAg- zmBFFRaSu#nbXjkL($H3&M)-dSoH*CF*+!*WJS;0s?d=zAhfl!XspyDOV%2NkbG*W3 zf!GCHteEXekM_6h%h*AWmU69rgK~FWV7Y}O-c4&oV5E7EWZJ{r6`+#6;j9FgZKY4Z z8bz;m4D?od-6^D<>w{Qwv4P77SP$|o22uxq1%;$N4(~<^q(US7j{6mO5aeFB3C4Ae zU=h_DboA!T#byh@(l%O%Yzt0j%(3KvR%@EO3*a<|f9^?NzZCghRb(s$AbP4_hpeBO zB8~w?fbGuasj-msJa%g^|7#B^&u!2$6_0CaY3TvrY!RY<(Eb~NAC`lIAY)KwW@gdM z%p)6sm_~^#Rg1TT^XYFajaQbpyD+=XU$z05X;jIJk`qYd41gYRZ~E`T-=Is)|F|{6 zb#ASHBOU~lv9;id#T4%dHiAoEJEZJezk(!A^u#`$}+g&6V9ckk0MS(B=@5no3dr z^axtM`@-MRQf&c2L0#&q7rTr)e|U_`3fs-Mfdwp9N%8}4>V@&j8hiS2Z4nhc{rwfU z^mUn{hX6qTjfmQUWne(b{!+<=4lOnAdrs->r6J%b#BLPB_ux7ZvjyoAdFu~(%jObZ6mheO?eCV2Jusql1b;iH5*~BLp8r-&NA(DmW+%{tz$a> zI4W~=)F=b&%nssIqlE)Sfla znuhZlKLW{MJAjEc!wAPcn+3_HFJdQ%8nl?FKaOCle#7?b&bZ9jN=*Zn zwaDXd@6MiWv*Zu$or$rcBkYuaSv@>y-}S+~WVD zZS$)?@bK}UB_ZPNKIkBcrb5deM$cryv)gH)G=}pv2g#?0?7NBn-4*hV>+AI!LB(dI z8j|_hNgRJYp&l6nHdRRGzpp7R+x_vvu%~(6J9pUzEVvorYAzf+(#s-vHr@Gg8Z@xN zz&NWyb7f;^Cmi&P8-f1%a|FfCjyo}ab@U4wnOlc;QvaFx_%u%~OAgu1u$Y&mWZ1j6>aSZhK6U&w)2zZa7GX-a(l1X$EIv_;mgxUr0%u zE8v82J?3c)f>~UB@_&{P+ZD+wQE9=rs*^jr{Dh86??mEGzJTa!{XflMauSa%A!1y0 ze~xjc2d9g;&Vxz$@~2&FX{O)jhb*pd-INRM0vdkoxX;2ViJV2rajL^a)r%fftW0;z z6F*$@;4gV&^>Agp5+|u`e9+zBUY#$DckqV!ht2Q9#dr6cggC8%UHAjH@`w0YG~13G$w?CqKG}D>c%8Ck!C! zV@0qsWcFKKGy$Bs}{GXMcRkjc(1HTElsJF&_s zy<>5srub6s5-j))5{Nxj*~Mc}xE=<)M(2T*)i^7yRTEsSI z>rz==a&+}FOiMixr4(W%C8bU^FlDj%-5eTKvI}BCeN|;@`%+1UCqT4M*d{k!FmJ$S zI~pPSd0M7)zs_h%^D3Pw05_kuk!= z#ODnP&Q_qC$Hhdty#b}1blS$EzKz^hAh>oD^zFOvf1A#ptIn}v$jEls?XH5hDFW66 zEm6E<|9vi{=f>DIN%GPs&OeR^9Bs_LSJr-GJdz|oYK32{0E6Y!E5x)_;w9*Ul|unU z$87XM`^hiFb%6H`!aYg4;&1a`ECl{<>z3)NGHM5)W382xoLu)XKYdLKd~bOWNk8*A zfY-O2;j8F;IO4ShB7zBZVL?j`VmCkwL0P42CPamC5!2)jt^$CY3K;f9A}Sa@a!j~w zd;n)BB@iyOfZ)Ck>mPHzO^qukocCTZZUB6GQa{vd6PZuIe2+`%-P^Yzuy;vwIoX?I zQKU-inH%5$w^|5DpAeIWKb3q{yGaI=)J3Xr_Dxp>OO0~aV>R(NFkS(1$f>!xG&CW2 z(qadN%_^aK!&64_m$Kjd?84^UTu1!M<|rsSAnbgH@)+;{&cw3?e!g9wu6`4uZujm2 zk6i^8@7&_$q~bt;+vUtiXgr}nqvOE>-NPah;%vLWn(l|Pto_1rf<%9qVeOE=)z}g>rx)smH1G-2MOwQf~~DBo99KpLCx+mvdO_uFtK^Z zN{({A7AWseqfZ(F`jeMI#6O0sO`gomSWaHPkEjK(R`3y~)MTQVf zEI>gI6Nea#+PK0*n)!K7-FlN>CXjiUCCPWKmV`wo^)(cC)9pQoTD)vzEw2*HgQ{j? z*CL8-1@w9Y?n0plwl_5A&P{Jh;MBU}@^Wyqh$$`@prX=Z?B2$J|FnR|;jZg|Pr{4! znI@dVDk8+#0ZWc58jbEPFv^VZKTF>|<1Sa@gt)wh{7h8|ZwCL;FX&TawHu^SfTW|k z(On$)aD3t-^K*aW04%x4#vu1jaleEiJs|ccCibk~_(=!7uX3dKN* zK^fslXv^IQkBrQ4Ju}dU?O<}a5Gm$}i$WYC_N4(z>qajpxTv?;>GxDL&IWrbN_%tMQzoUTR6Z(S$&0@M$*t7{oo zs5mH+GR6wM2YQ^SE+znDz{0|!TlZGje;IwY>kM70FBo(tbFKBL9BppDO{cljKuHwv zR67Ey*RZ)tJAGqup>%|*@s%@ld#~X>$?ir22RH@tO-3Kbqv{A)1{HVAl{X~9b8@MgS%bU!$}a~^T_wIQQUzkGDo zm2hP+U;fm`YoQfzHlwtvCLkaHhsW*UjYOto6AZ#E3_U|7%MBco+wzj90E;4_qkARy zfqN;rA)Ce>Z_Cf0X*5S_CA>g^W(E#G1fJk>Ef^SX8WYG-Z6K`;;HqROYarv$Uf2ir1wmpO4Nj5fyxhKX4 zM-a7%)=_wH=8BI@m5p%y{1}JxQ&}Y%2SYz?qxJdkp}#u>Kbv(!O|jAcUP`YLr0zUn z3S<**yu8VV~DG?#y=YRqxhx!XvJ0uGH+SMii zVM9GZ01pxhey79x|G~ptSP~Kv3)iP}R_PBAlqSB!xytc9L*}yQOQdmkUtsd_@#X7P zex2lOE7l=4=Nt59vE!S=jtlR_$&{m>0=&LYwAKV+*B&W*lYe6~SMS34JpI9Y z=j9%0O^CStqzGmp9P+2s2-nKW%J+Cw$H~J(wIp`2GqUJ9P6ooGnXlGB@#EF6l!g9u zNo_YpIAMeivE)wV_a18*^K z|E}j{cD%=>EM^$aevGSGqED_6LHDpXfp=khJ3RYw*x$uS*?xhnn0>G1-b5V}Ht^IZ zr#mxmE{@ji68U9h7=o|}wV{<|W&963c0Pqs^1t%DZ`9z5&EI+@^foAH)J3~M1H&ZX z+U>*fWiNlL>5mZN4e2hQ(9qECBfR)|r=GaG`PwBZ-m)4A3XFbajUKx-IHfXId-8F- z2HMRvRR=Anvp$7a2^ImJ5%gLT8zTi@HViYye48kFbfYdFI6pnvp0YZ=be{I}^>te5 zqki}PJ+n!RFPBEn9htLvSW$y;Ccj2rET`&o-b6atH(TR^ZUjC131cx8JbD#BHmXTT zNd;f^QN8={p|BGj9X(4amP5DNMr*_Tdwcu-kP822-EU?a=gYbt>qC#5TXHRX6FyrH ze=Tfsrdt+vI@?=tb!&e8o5d}od$W50+#43|rDo;YvNWBQfw$+CF{5vsCEd5wI!EW` zOwvhzrHXYX@ETMcT{x#HL^71dWD?Xg#k}Ojo>i94}|CZdnrcFS8wN@;cNgBOP)+yE+^w8Zdmanzyw(SzUC|>TCRg zfd1psl0{Lcaf`2Bda!fG%)n@o&VIn{X~5p$q5RF&`R__ARXTAeChlZH|>OI!xC^FNhxOw%%&5Mx@C*%Us=D?r!)O z*iv7x9&>iO9B+&gy5h6aTCfD`d^3AI%w5)$z43CfBixx?Y-h?8bu&nT7gII%qb;}By8#7a(J?V*Hlu~{-QeeFqo^#U@yr;u?s$${P!W|&Jm|qlV_^;$h}U5oN| zsCWGPBXmOoEck0gCrEjX%*E!@*%z1I#~YR@!d4OMl>;)u(uaM*8})rOqBc1hwjfEr z*1N2xbcEAd*-TXATDO0|FNiz`J3o3Tb+PuPuzyK(`Kl*Vw)I}##7A=Or~Uo?UkkO0 z3KxZZ&zz2@wF))WkKOs5cf{-`N0t^AqA&Es{VrT>(p8#gHic_m{i2C&Y-}ue+5Ta} zPuZy3i{sLLYy8c?Si<6PsgY!CZEfv?0IOdqmK$@et=*%eTIrmxoQ-=f8-33!Mt4<= zl)P4cr6z6Pq(^ppMB8J|h0VPPEVNsl4Z)9Qv$9`Tb=i|}8tpN7 z^r*|!l|Km0+ztKyUeF_6G?engGE|JuRex_ReBR(udtPi z#PaKU&GvOswl;NeX8Ojgn>)-l6`)CDv+#B&rqfaOUXw)i3O2o2e6k^ft-K_{bY_G5_ihCE6KydbDV@DA*-CoSMoO8Cwg89t?^mveZB2W374AVIt`P-;| zYu_tN_bzSj01I*M+qbd0_!3Qy`C*E0>9DeaEXfi&21Wt$3S>h;q(Osgf%kO2`j?^f zOcJDSj9iiX_9P)0q(4*EMEW@zXK&Wv6;}STs9@1*O}z|Tex=k3s=JNB4<)!V>CX+7 z5RT`;N$3d&m(I;9KH*oOb!wc_OS(VZjy*KLJlS5CIZUt|*bx0>N7#sfK6HJw6s!8TC!V{YHY$o} zbi3AJ=0VY1;tt*ViD2wEZBS)j%tXIBTpiGvk%wX8DeCaKjA?53az>I`Gm5<)WGb>h zr}vrx0Hxs8poMasBRnFaW476+#9yHyDu;W;f5|I%dZ^i>?36W!`|kE7alp-a-slau z-WQOB1yd{33nlv1k3vbNv!V#h;#SRSpz-3nZ#HyfmnF2nSGX*5y;aYq)lyCN?>@ zc9nOev()=@>7J-NO3w~A%UZwQl=`0JhN<-%9iAtR4k#E$eBEOEgxDP0KqR+v_cr90_@B3_5j}0mZ|({G>4`CX*LR9r&(!nt$=l{nIrQTE zi%mlj{4s*zLMuO?cAR%V9vB@x{@lwcyPVCvIL6a`Xb>YPNn+8LA#E@t#A0Ha0AfG9 zIO>$uGJYR^3P4hSm2d-lR6D0Ospix;ChU1v8{ZYU{dArgL5XFZq|NHcf# z9hX1dz`l`$OKtOK7KN$cuqIBTY1eiCQw0-2cb{8(z?e>M}pqN`{mC= z7f8}?h(q*n$-77TqD#j)k00vO4aKy+;z70XK4YBP@k+FEZp2URrpORX2+37>jkpQb|OPs9qr-uRbOebvB|D&j^rI3M@ zmvzX7IaW-&Sod>_XJ;g1S^v3ywM}lz?Cs5I>qyq%Q1gvi7x#*gGKsaz!P=!C#n4U5 z)9L7mYwB-T2Z?e3sJ$#4RomDBqs5Ch1p1f+Gk+Ola`%>0zdiWaE}O!qS()2d^&g_Q z2XF5wG(h zs#)r3Nt0<6_V!zU(&~3vqs5(7btc_cpFTQvzg4wY+hd&~VKyzzJAJz8L-dU}=HNr6 zM_Tn=Dq~4G9Ev`%{LuQr)M2tN422v0xHk&c!$djk*0@4A6pTJwf^N*`pxKw4sBDHC z9!=FcmesI}hBYPRTqs^rmf7`=CvU|FS_wI@Z`-D33QH~v-=;lqD;!;9D+y)yB0Oji z`mi$iS$^GE>`N8FgqN&_L%|oH=FCq$mJY-*-!vqCRqW)@Rq&ellDwM^LpO^lHTzSn zSEzMi>=u7=rox?6m6h}&wTrSM=SqndubVRYTyThlH88%oCtAIM@NiR!G7~*w&hIpR z!=ai^{`GUCSOd1|&^UvkV#TObJ!)ZA^ZpzakNz|XYX2Kcp3m&o7}G6&jmo>sndH4Y zb6dVLJLG-(#mD36Nmwbb$U$cgY$!lD(lz=RW#4Lt*%pDUD!|xdk(=eu2#RW zHFjJ#MCfIk6!ft^J^OqdM3I4errvqB%Ox4>yUL!Jc?X_WaHP~h$Rxj|RKQKsy-J>` zR|Kv(o4PG(xppzQ&mxk23D_w0p9JbXj~0v{YUT}$Z%U|g?-3Wo-dIYDIo<1I46wMk zJebYl*5Q!pT3nV^f^fElZzWP#U}yK`v@E%>ixrGj@yh6d?16uX>8h*IG4{f6Y(7qC z;84u6E_G3HHe4R>5|u;q!Ojw*DY_e=+oh{oKq*nXEPS_9*V$Y-ta54Hm&kc0dLYEm zac9(-H~I2avYvEprSitJp1T2%9xId5#UUE5v783CP5oyd zeRS*H@L6GlJ~Tq>@&_JD#>JP*$u2G~D(N@;1yXF)AD76v)v^!;9=o&mTD2ytpfN70 zLxJd+n1x3~33DzKq<{;JDk!?sAW^SA=^-lT#ycW!j~!t*wxcXIRtXs4-#blwIfZNOYXe zL5z}2+g!k{^s!*fhaBT(?|b24Ir-72`~`u1^#e=3@j|`+cVlx3^G#Y?)aw{l7> zuqn)6gMoim;`~$BZqKUrP)3&oF+F|y&OQJ~{Q_=k?y`*5bE#2>8WBNhMKL-W8bX$F zm`^nJyXx0AH;Z%{jzo;7KEi}7qg`ZR6*@6Ry32bk2kdEGWNREMJK zL$XSG%XBd=3PYP+yDAaQTNzU;7vt5oiKDx(PG;G+!_rm{d;teAoENEe)9z!$T6vf} z&;zh-WbD-!44MvEa#NUpGr! zfDTFX%j1T8`ecrxEEy1N35iTBB?vSi&_Km~}_bBSp@AYNv}M1cJyl;g-#v|&yr z;uIdR9Qs%V(Ju{=|F8FiFPVyC{`WK}XP^|ip4S4{A*~`!3%6@!(Bg&?yDc<|UXtI{ zfR{8ZhEPFd(6MhmQu1fGCe?zoZthL3H%xzv_OTFO0vm_ zi+i`Uv^4F1H+5xY1(TAJvN`M_9KJ+E1zE{{_YU2##h1F)ajySY;z8BfBq`)iF;VKVASkcn2TfQUzQ}ozEPS6jl;I zg07sw?C7{V?M>ZCOhpv}U_BO~*8XwB&eWWNOYRtwYb3%GKmVw+uw*y2uf6-fIOOi0 zv;9T&S_h+Q88bCCq6YWvk6@%SkpB8OjH0mj&%w#XW?5cQw`1!y1>li_^YZe%O96}e ztp@BQ9wJt*tLFngt!5U-!>lEK-`(cZK`_75NjRgQA1tf*8I~D0@3mnu<~Zb~uL)TX zvH6}%Se=1EN3GT0??*>Rp%MewaJ^ST-Ar$^b@>2KtDV4al2J;os=s@(H4y~ZQ#}k{ zW@cvUKeNZ1V}fQs?f}Y@@%2oD+lIe2KG>+97+lG~+@L_tRxGrhiXmsJM#Q1`+|2g7 z9I4jsO_}_)wb#d$rfqMvF9WXj70B*s-T{O6&+?b;#W6-@`qj$0$a>dxl6xR2Nu&Us z99!qK@Lhg{0qpF%CAjH~`23~-(_f%4ELDzQV1tCEH@2oxa~_8-tg!QrwzXQ;wuuc zfz@|vz!W5H9AgFoDc9v#q&$n#$vU#e==$#bH&tErdIXfoQn>?-;eqR&R58bz$=gZW zvfP_i07bbB>&iDar2Q^LdJ=ex-pVSiNx5xkiu$Wv0Y0#>*Av{HJGi*!C8Wf^19I|g z25ONXPZ2++5P7nLFGzAV`Qlf(g-}NXYcE8Z=I9BeIXvoojT3S^#2ZmUyBd9x93!C(y{O5 z{UBz1r3}sujT!X;h@J~j5 z^FFo_tx-j50PGK`wD*zPT@xO^+w0Rp+d4qOzn*Q9n4X^2{78MS1cwuB4H=tiSKhvr zwcg*Xj%YJsa1oMz8bO3bNlN-fzk|&*Mw?IN&6_vkJ}1Q+kK*G6)@F50;Ba?7cIt5{ zY+YHXq7s@fF3iXZVrf9LaXF=4j++GX)p_hV0D;jQh&xri-D4COkqMjqBk}6)?ms0c zdzv}@6P7>bjW?}g9d_L%8okWu!R4D!F(W~gP?VkKaY<9|O5|kmt;Q&udC;Ch4Kcy= z2?Q6YSIfmOY!Q$B0u2@rmE3~|(pmdVNQp}?>$@KRdF!-jPb^(&%yB{aDS|r~-hI%I zBWC!t|52R0Jr}S7&zlkXUnbpWjOC^XAs&u@N}>O`C{|(&n%yOd?j>_n8e|CG!G z$JVwjR`9z+vC`2rKJQlgWhnPk!5f9^8^VlPq_=L&S(*w+x$9h1gs( z4mXb9`B!M;+&mm00r(gM{lhh3f1nKmm>}yZ?C*@BeRaL>FdYK;kI#zHEKbhO-vNuN zv8(d*=?}@>rXaxJp+tcVLH?#aw43WwlcH7eH-FI^T-VeGKwoH68h~hdZSlNIUOuBEc-*D+L*Am|Bb85EK6}_s zvp23g(-RwS03QU`&>#WIP?)sON&afA-@?K|@f#KvgIF@cVmfT!G3=1~J7ioX82-Go z7>47?ufx)wa_Hr~clH)sud5SJllGwiDf0o8+F#n`RS-VIIwHU-{5leBbl-l|?0xLC zGc6IvrH%%&=b@=-mW`6#WL1H89}pL`=mCj?V?SA?bV_%kfr>27gZzY9_P<#**Il@B zk%QdW{|fPXbT5fK81{NDWKZfhrNq!bz< zAz@#NDDK0D5A(qqO5;J>bQW*!?Vmsvs>?Y`&C^3%Z_x6`14r$!KyPEmzUd%;nBlW) zf|NEXm8!0q?oL8lWq5HMmvLcZ>XaFm=;QnO`7La16~Ao-a?%&MK(u-d0#L>u3MK~r z^a~uet=@LFub%dAX)Asu*#?PXNP2q5>!6#H`OBSGeMv8W4_ZHJ^}p5}thFBI@bvO} zxiejFV;1U4Ny%rJRQ()op{YOt3&2C)F~l;I4s)le5){KS#pk~=z&3VlE1%rQLoxSn^hur1E)V<*=zg4hrbi&WN zq+=>aEBZqq2i?8 z3_-iP)Qj_4NLK}@aHSsIT!{jZ99J+^zX$3@u0!wEG$_4aKz}N{JOPbO=dNi^JU`Gn zMXST6cXxIoKyNMl<`2T?2OupqDfiMOTt*IE*N|=PaQKJlv^#c5ckC|k1acua?1-I8 zL`?V*AN8^jCL*qXXQuHtfSn`TC~YT`WU%@6=2Ex9B6PA8D5ayjO17q96ug=TR>^yU zfU&Q#8C9;PLMe49Qsf-Kv@S?#8X83t&Q+u8ROvq6pg+s}dKvftgs2a|7SgEW-Bp|u zQT!s00PrMjlk6-)H1!{LZ)kKS9`!z7NM>9+lTfQ}oMrza^#i3_cd1W*M5j2#dOmv% zYkrEGwTXvR4JNb9;r^G_5%Xt4yl0Jm7*6|;$tJ>)0HarH>qbID(0|&tPXZBcF%`kq z`I9MvLbRhK7`o2yMvENQe=j}R_{(7Wkbi#C+P?8+K-Q=tGTgRQ^1*)|IUaoKR!Ku=JaDh(Kap zeSL1}N9NF|^;r@Uk`YyaVlf)=H>-9l{WPU6;g(pnsJ4!IyxCKaQFm;54r9GBJqph8l#GDf0k2Q(Ya%V zemG7Ul97;P`=F}uOD-E2h5^ZA{)(VX02`uJEh%~0`5h4(_85CKZ1 zu*~9gS~9Yn1oeX+OjXX<*8LU^A}t ze<1P`x77xUGy0S=d&(j#*GvpDo-ZEVT^;{QzEHL>EoeiCBo#y~?%-detZpLYdy|=? zJx>bIq^OlNq{>%drc;TNHB~2WnYd&{CE%qI|5}vL$B=eZo`uLyx^Ghkx-&u~<5C9W*8;!h~B_ya>6(Zp4L%9pf%kM$5{B0+c zeW#SHr`qo_@seu+H8@YiRwX;NMqW6q=i-G`o2o_(e*H%p?pdjA3HS1Wk-#n7@A zIuFP*LBIm|o-ZegdmrUb0-Y}s&?P20GEZuNj`J~D*vbrObX|%3jNiY1C!(axvz-7b z_K?o_&Qr%bX?lcp-cWiD=)eum89Ipj3YX^`y&Qs)L*L95(6O)<0WGOKGxkM+aCGPt zEHVF2E6d}L^S{LAegJZ6^!oSj-y0q+*Cz&2*GI#re&I<;RA-l$MRSLThrOexppv<> zfl79A-)Y_oRI+DTorYOz`LpaUcLc9)YUU`Apr^h3l_Cln;=4&1r+LVI$JtLO+tvGI zK(KubbkL0x(O6Ry=pV1KPjy)4U}2H;aNriG{6=vlApv_9j8<0qYEQwd$AL4j>2jy> z-uE&9w}6s1l7x(uxwwNGJ{wHl$};o%Cs<7Rn&|KE?{B=~7*K`79T7LlAuYhkMUn3XiWOpv|VGw44!yFJ(Wd>a$7-bpE zJ3e*qSC9}#r-wa&@~mMP&X(Et3OPhRhe%2Ih8(@DHA13T5*v)TZ@#02TJ5*jbGI+| z=G*Rtkb(`U5u&^Bd(juFnmK)9tBX;5}GaPBhUz zm6VVu;9K}+-pL{&qKWY?Mog_C1a$vGk9`m}3G|nwxXFJt4iePX-WGRCb>JmJFtYEAV0|==}=?=v;ft995m+55vhGdQ2LB`7m zf8zMy1=+5}0M(sKm5mdcDuZ#~7cVIW+G-|On=H5fRSIIE`)?3s7#ST#C8aLkR=2+O6b{Idu~)NU0zs#Ke{gTjZwQw8(wg z>TQi@)kl2iVU-Nsum0tJPho5k3cZdiA}8=)OXIvA&s;a^TKV@_L*~0F08x;o5|i$x zk3sX!a&r4aKk*-i;q+kF-=2Pso3m>B!Vhu(3sj8%5A6iczn(#@q=Z@X6!T9wOd|%8 zNo0>d=Uk#^VsZFyHMwrrbmiq@PX4JiMg_uy);RM>(VakwSBY7lei+(lA_IVWOH&o zLZ!0p$GoUti%~cY)mrLZqpP4vq(1_%XDQuF)j z^t7~ck6q(99zCJ49xycCZ;06Kmp~Rq%W2TfYZ0wUk>`&n?ZyyON9;i70aqsAbzlJs z;oRvrj#z9|PB=R|XT*hvgxLM~DHkSsltSb{qYBL2fZnu6F@ZB*`7y^#=`E zq*KPi#3Xlp3p^l6!d3(T)CK`P@(ZwvcvD7(gd8ORq;~~xOxA$h{*|lMlPl;zCFoZw z7KoJR9@7K2jhweFgM(^UK}42OHyJ1g5BUwV}N z7s&t_xKw3fW3lZQK%i`Jr~(NLAHRVO%yny=nErvQoU5w{z{e3lNH+ie4%?eD7A!`2 zx8jo4RQm<*SuCQgQ%CM}0`De-Au3kMxoE9e?einuMt9yqow5iZ=e7+D5Tb^b?aAuV zYtR7Y0aK#cL&XXhD)n_+Hnn&mQet(2Msf@uYDk*ySNlW zKuW~}+?0V{oC(QcgSNb{{^oCKa3DuCVGB6}U3$$39Z->BY%a!wv~}f1Q>D}703CzU z(fO_`<6oZ2#k~8A96*{l!m!1l9wu4sc_6nUV4M}VkUh{3`iB-9ym3I z$PGfUhE;Eq;8&ANSM#rhJoX$ISe(B{q4XoRcD;fd^YL+o;WDGY^Ruk5qd)sR0y^MDta0lkun z7g5o_+l(g5!Xi|j<7v9BYr08U(S)UzB{Jwopw?81dT&-NgwSFlC{Aii>ZbnuO#gdk z4>GR}{nSTOP)wcxzsiFZ$YRR8zf;&H~V;uQf6uaxJAdp%IZ@6 z6hIF`Fjg}*zffrJbT3xg)K;%?ol zPw^Sbr>+s}J_KbnnimtX`KP4!WS5LrUqq(|U@2wZ$q&qAB$gX%|^uFGtIBHi1S zv2W}Umb(l^MhT{9{;R92`Nj6!_aMVG9~J+ZX$C2076{=rb;SlZxIHdvm5n3fm>9Xm7%rD5b~^-VFa+#!u)C=qnW5ekOlay^U6W0 zoLqh$9z2a4V8$)nM;ugwW-(s(hV|{+x29}@f`WUerwXpFRVleo;TGa~+OV(-v|1L3 zl^DRA0CgfK9)sXo=lC!;*I@(Y(FR*hCyoG`vpK-?sG`U5GzkH^ytEo1crY^qZoGh- zH(!Yz)zttQ@?tkp&SfND9mSnDv;r5|y?Icyyg<2YoyGKD`-~Cr{vM?H59Ar9;2A56 zc{OB(Em?^NY5|PUzd^M`DVg)7b`upF9Bj>fKr-2%@tFJUx;{iD;mk(BAQb{8N#yY1 zjWy93B|0(n&@v2pWsHnpoOExVm75YoOa)AkhtTQa89>6xAq{nPS$dVP0O2Ns1E5U< zs0(PoyxQ&bR`C_est7Lg_!m!qNRz!+KZ87UXwt}28%RDKbYcj#R8o-UfKajLT26c^)BymdLt*9?OP(I~T%gz{fm61cK z{U4--m%93})xP9d?^{5U6EiTBHu(LrkTSWxIQ|CYZ#qvgINWQk!)w0rIdbE)dcF*d z`vdnu(X_aNsJ*&Y-ZTMY?O^#!c^>1Y@r{-(ahDZ5z|RE&5K^rB?U5U-6*$}q8+8=- zICFju#Mq_os;InuabDDR@C2U2eZF|MJBOeS4|Fkrcra%5ip&=}#NJx!PQWcBc@YW5KHH)^1~pHYF?<)^Q&wDG3RR+v zyxNy2`R5Nc1(*m67IAt1_c(~1@^2h;2MOf-BN<=6C=)&4IUhi7NR?htNTatg5GZdB zFXEL@kO#2;5t6+Yb(p5=jGRk{dW->U)rjq#1!2S1$UQ#=pR3tAjI=KzS6@NPg!?igJ0Swm|#zJ5{ zRc(Sk>4)xlRvr`D1?LMXZO=fqQO1gFp^Io!A((t)zlqd(R@UnsA{;E$H{ERv$94O!dLI&Tn#T zwG(`R5dbM|b%_#qo_v>j1drRy=7)w|fJ}Zp_4y^>)y<1@1w-wW@D3pxb7*JhtC{U% zV`9g*6VFZ`!7XYD_|b2u(0|N844V<VDTSOtM=MhZm(GvJu-;iH z!Bw$6WdVk3CX5Wn@;&J?f~p2WV@t6I;OeM;)2o;}`WzNb;Pil^qT(Q`bb9@r);4`Y z3SfXUW=eDJuLH|H1^5XK7EE3$S*AjmYID;G&uaT35Gj^nj&8_yZ1v{j3O(sTZy2ekfx#y8G5a~hq#F9K znITdJpk}xfkO%|n8kum&j{3kz%0ND9b2F2ZQK z(}d#H%2Ry9Bx?^~d)$5c94wtUkYAxGl)U=yQ0^QpxgWrDQ>uLokRER54LXqV9853_ zr4TiYkYi(58oubg;E=7PXE}kPVPP+9(HrZjZJ9*!qDj?je$1h1<j69?SbpE46i(L)^)`CA|lHY9|HaJ|5;4U`Q=la(R( z@dPc9JkZ!Su)|THmJy7TpD%RSp;hSK_%tGj*w_~+$y&!Am8EB}^%AfdI?rEE z9bZE1pTHc9iv?JOc;qn<>gwuuaB!4sW$)krbB~FQWynZbsN7Ph+<`7C2L0?E#3&E8 ztiK5cOO~k(w1jE|@QCjqt(D@v#nw_KJ@{zu+vS^ghlKDL%3}FWL3IxUDXz3O@Q!9W z<|9MwK77`PphRfkIa%zAW>r*H{tix1jobpe@ke~x`>31X>>4w>ylYau?~fWr7{Nv$ zXa>4WioL;H)OFtgk_x0Upjs5o1O41ax86B-gJibGp4Mipw8UdSq$_%+1+&kGSa;k2 z_vWJ*#CQ&G#5bXhk$8fRGgj#)Cl{;jXHF>Hk99X>whZ!DFG_d>jPJfF@~2ul7d-Cq z{{jLc0B6xv%o>I}5mof46Os_Gvk5+@U9I&?si9XRSd*dU>S4fUsjzPVw(rB$)?GXk z>zuewHcrk}y?Ss=?mgqsP$Qh-cg*? zjH&n>a)5zm^cA|?uB!sK5OXDj0L8u3gE%Ba6*>AEE9w@)zwLTC5TOXkp*bF1~dJ2(Si{0wwU?OxTr4$AzVc zU^1}7aOo)i7nQh(z$dU>ks_Ws&_G zH8N1sg7c?%xd;a7kD$UI--6CL4}hFEWoXEj-jblHgRN<=1@BqWaZ^n;R*)=~%adiV^N_CRUE_b#T@YHVfjQ#HBBnvFduj!- z|1Q*&I}d2uh~Hln7Qq3$@kS4R(9rO7bjH9S(RKagd#=U*7a0>xU{*(#b_2~~SHdvQ zAhyHxL?fO+d*h@%$0A+bDSvL~gEYkm%hNCa-%AhWFjvcM2xRed{B@WSTTJc{B`1RJv)4RGio zo9Q(=6Fc@EZ*llB_f$+UBBTNgdQ5ntx*SYQ5HMamuQfU8_Jc1W*pd&$BB8dOHf<)$ zrE-}ifIted^TNx@MFr!ij>*r9<4tv75vq0sq>(P5s#p4wzkuSx#jmvbBQP@%Kz0%b zw4D~YVAbj?f4wwuK(pT`g0uieCttIG3ZX-8+aeiZfnQXr z{wHfPf+`2@ZEEHad;Cr!qUE>$rxn6ke9)6=e(U=NM>ZXCyC9;22FCR~Qzo34^~wB% zRVIpEpRBc;5TcXu)!oeoy-T?X#^Zx^_PLSb3gaCRL@-kbP_4sa06Gtp1+@}=QPCYo zpbQpN`V)e&1tbKjYxnRb-eSJ0g}C>P)NGM5M<9=!$PKTH5?xACHFaxY=hr<>7Uy?LOjv{rKL8eqa|i%_ zu2RGLY?b5?uEgm&2+s!Ws#0mHbPx)t(k`74t>^G1MW`uQ)tmDJ%Q!xxNt;{1hp1J( zR-fs4442rN-$f2F%lV4TClJ1th2|dz0NNA26k>z~Z!a?IwMzdkIJmvL8~g6vyW zxTvFtl*XP9cmERqZf|gbon4cg-f-*h=~NNyU2x1tQv%FPEMbE?U-xElu*^i3jNh0J z9QeyOtgpDZEBw~-l>qTXd1Wf%eHl!U63R)Lbv`9G{23AUnGcXZ1Z`1X5PrkDtPWTY z&phZn%pxLWPksP+sTW07#=BT^jH@>b<5HtplfmLLP8?N$H-x-okOPBUiV|*CJ-HfM z8yMwLh68WPu#gJw11^D9N}@MvQwgQB<@<lZyZ zQqXj9%NTGK2nPQ7@o(m5bGJ9aC=iCt47YF+Oa$HE>W}r*@+7M9w6vj$1sXgUt;rmlHCo(13B+=(hGA!^Ro@87-4zr8&kGw}qb2=x|UuO>kHCJ9-7 zoc+m~eJN2vb!N`wwEAFv0~_?b5x;oQe7IhG+gBQQV!`Ppd~ZJUO>z2@s&ezdTrd8< z(%oWdA3{h_P|%yDE@Co1Ln;9CI{~g7xj`vhKi}iFky2|L;+0<+nchZDx-ZZGN)(Cn zZ>ekEc4*p+;mD8e#N(bqIM@^qjibu2z8AjBH@FtUSXeR3|83*mt_Gb~;cw2-zh;BP zNg;qSMg7v!ejXec+(1Qt*Z=fLuziCJS_ll9QO#e>IY+?Z3%}p!da)T+A8m{KJPY3! z=BAzxS72W&qIsM0^8hGsq2w!yP?Sd{5_RTKL_k$)A6-gHYQ*3AI@axNXqOx)1D-H2gw69gAcg@zauoGSV1G{OT%c4kPRvkmdW zKo<*-$9x42U7mrRdQqDzDGmxCAWGXoWLzT$Bwv0Lips|&8$=`j-XOcl zC*6}N5m-w!@^1jM&=zpy)qv*C>Q%Hmt;3#I)s|+gghv49% zoB=Z+u@_>LgR5}?PHJPUEOUD`Hg_q*XGa3KBC$X(dp5&JPhUdv{1#}vufaj!$y30a zXKCarkGJ?q(ull{3fleHMeu(!b+G;q8*rvaB%oMu&4CSi^|C`-&gD*iGrW0Iwqit4pzQ(F+OPr%=H6)mdW|Tcl zhJ3aCCI~Kt^7YQk6~~6HR|mLY-YjZB2-{e@g0Bn^ ztA`&D_4p-+g5#WGy?}gm-~4ZhLDZ+@^_v>VQ5`eO_@Q1TK3qL61jYrxbk%R{#A_n~ zDX;sipD2;vku)i)U3K#ZmWda_LVQDjEE~Al<6h#Nar< zt7`8MSLR-&&8@9Z;D}!S&K#($2GwW@JbD_x$P%zw^z5N=J2uoW)>c;&dv`x_5gJOu zc-HU@rwio9TuD{&M73p((ti>8>Q$+WbTuF|f#!2gck+WxJ_(=OKfRJ(30Se(Xx%vw-;288sDC3Ya=R;F%n4F1;Np*HeE^wa~ zqy?;8mo**We88iA3!H(4e;T1M%>4OCVMO=B4`YlQPndX(<`mzA?&iTSlSimKPmp6f z;l5J1F*!O^{lg&F*4kJ`&23l6C~Q$s6LJQOB>8c?AbYgBQ-7hp{{RT{N1pQQ1PK&! z>woZZaoYj5b~zFa!P_0NF;zF2*G8Y;!mOep5b=gNy~4p_F>sS)#-@$1UDy9Z7xv>< z-O;-Kq!zY%8{=@bIG=nt^yuK=JMbE4)|OTMr5AUCSoXxV0g_jXWmVGS#Y1NUSQ5eSub4d6o8rR|#aBP&J z$*IJUs>O(qsuR@tLXzfi>zoazO2=qlOJX`5njMo&M1>@Y7sn+xQs>y-RUf?E>6HRBjdW*fDGlQ?QuQhzTrt5m?O# zy&H;96&SR9Ky+d9$dyH?CZP03AwpIE;v`))v-B~?8^!rfS6+)3(0SA$zlK1CPgE!} zpeSb$Ft2T32Hpdu2ZhO|-2PjWQ+9EVtpwfYSG)ROZHXh}x-wI~3@{8=N5Rk$;QIw^ z?2VH@F>jtKL%3|uF)=XKjYL?c*yVi*{~JS8^uyfgXJahF9y)Z`o$qbIo$F#FpdO>_ z1IyclW)&528-s7lpp*92wDEGAdGDNdGS6dqWLL=1do7XMpE2(v!`z)yOK1R$SMpFQ&N=o}cwnNyP z*h~#gj`{Ja72huk?}B7Ia+)3gzQb$O+s*ZZ{U)(AH!2bf1X{-zttwaEozi}=powi9!hp#{73zUN06@ryWJ}JlWC%5|V|Fh6YeB14nmZ-TMd+=B(aC zx%Ve1rTjC9PVUU@2z-@H zz>RPGUOmuzUXPc5o~-q|bVuT1sW9-p|i- z-OqD9_i?}fyzg}!9mjQG<~Q?QKI?g&pG488m)}up$RZ>kv3tW+x{6T!AX$ z3Gip--*a?>_z}im*-eqn7Q5OtpyaUn1@K(1HGKb#=i)_MsTLAWUsXBgw|F6itl#|A zNJ|a8SGEWTv3UmV*^|${-(w(274`9HkVeLSk5cGZ`3m}>?LRAdtq^N59ZwD&VEO!Q zENplC(fGaI_TDmRW!?zqK_=L-mr4;2QVzpPUUPbYs=7MW6*zT2pz30`#6Ae){kAe7 znArpBE*nxW53&AcVp9Q~>~=A12@5Cyb;TrxDd9KZ0NMezCWwE9owAfX_z2=bH~xt7 zW~;g?Fp_cjz1O9t?~2GO?#ql*q<_4N68gbvUO}tvs9~d;bFSa1qD4uBU!O3#BjhpZ zx$29dsL&`$7pOw@g0EDaAO$HhJmw%}5HM%q)P`bww{2`<1@rfS?(q8<4YJVv_y6lu zrtZg^+*D`pdoxs&0IG~>r<#Ap@0>8gF~O%C_eG0wqj2|7XAaqa!JhV& z-z~bs99v=}ozaBh}WIjj~EqJF4%U0K<)Yp>Af&zuLYbJ*Mn*R)8A z`g-aL_&lBn=f#y-Pzp1Qa@_SYT=er@{m9B zc^p|7Ai|M%0R<%meijy%te;1}?;hD-PEV>HI^}>PV9XeK)Q3vuc0xhY1dIkVgX}ui zrckcEJw~%ds?T(|hKVCxdmOZ)H~w``FMT^8V|wMwHW2Blt&@c^tPXOlv&}4uMnsFq z+9Zd%_h3&A>EL8|^dIwVP5fax6Uf9h@hD9$>iQtVs53s z5!`36&0Y}efND&QF&bZLQ{tPbhs4be{gDeMOV;bZls`{d?i!I}EU?!65qYpu?xKE? zJ>hsEA$~A>9~0Nkx%TmX-Hvc2eFy8HDTwx>FLU`t$ZcS<_$mbK0d*|4w#{BA|emKb?h670Ok;} zReHexeku?mSbkhD-(9`KJF4wNpp>!SJXy!>KDo(&MzQIoQEDDEB5&Lb2MOp~Am3mH z^(_%-!&hkQZ?Rd<2;0DXjD%XrTX?%2fUH$wwK^ZxRV#40aI)`GLqngdJt?!$>w&p&> zp-x&`(+WfRsx20zX`Oj111g{XQGEwQ=mq?fA~+Y~A>hnzaa?BNWGuj_Z|j$b>q!o^8)11wP@#YTpZ-|)2#)O2KyS(-0Qw%_C`zF}M>ru`jhW2p zL{LK0TZoAoZ|5-clL-yU8Le+22%B8U18+8ytn>i4l19GW`b7j%ja&=6wK#7g)Id+J zxu_e0n8PZ~1m?oKIecbl}+xN|1HI;->yr+cUOYw=Sp#WU34mwoH zBR*~kVnsk7Puq8ypH;7Yr`D^m4bU`YzPcie{Ep?*w)fhi#=V_C>%r?k)P%KHPl50r z7Aw*naFEcOlQYjsWBy8D{rt}2Nas8C_?z0RoK@r8j4sW_K7mVXyDck)-_^&B&?v1Q zKXhh&F%#j}Z5rh2*}9l#-H?MF)`ce#;>Ruunt% z6TAC}3s=K(@4y!m&)V8?Saijan)2#TkrCbcjicFUT&@KgV7HmvDB#xI0SA$Hrta?5 zvR{CH1K5dIc53uo@9q15K?D$JkmcVXQ00r*gi!EOU`=s97W$PRmi%aYxntQ_*aj2A z|5LDSvFR0nh4@g1zkhH>z$OwQ->d?IgKiaKYYpsnPdR0V-=iCN5{YiHf4@2ZH^{~ZH$#bM zz>e#LeV@}lC5KJfp773Cp6#eR0Bjir1m{a23471^0dCDL+a7+6Q_3^lU_wa; zU$GOhys}V0(m{XtMXB9sbK0Rri=?ES;vC>h`pumqaoS1f|3Q1MVZbh}#;ty_7nd3h5AV~#V>DOT=jAuo1p(=|@hGDcA0&T@{+#vL zaJyv_%Vl5o(Z3XO`e>-~5n}aAjl^eT42mETElNl!*!Wfw0DK?3x+eCyMUOGf?@^CE z?x7!xmW7DB--(*i2WQ1gyEdD8=hk>q?;6+IwIcJ;2M%|T^=Lp|>Ep(|!F>|<@@L02 zaPE^})7A)6b?t1LeSDJsap+gKCdnSE1_Ego5I1aO0aDkXaOZw}bf?quT4PK)0Ol0{ zmS;%<4y5!BL%NSKjUxUY{!v{Z<_0aYpE4GXb-Nr9>z$MeTkr+{+X3=WKhr_-n$p|v z#~X(n78BybZZ@zA7c6#tt! zoQOEXdBDVrYT`SN&~467CL2h3=?s879P?o*Evz&vbYlA%IE}NDl6nRt2xqD{i+wNW z&x?t*_&iopSfautmmld|YCQjp39C z3S;6G;8D~uE2U|N8!G${g_t<5!1@xQ!P>}{7AX;vXtX4&O$0f+4W+m$K;}ip#GG()+66c} zc|@~uW-kqAUt%o__+oCray(hQ+Wh+UgGQ_Dj_z(X-r?K#qjb4|Qim1qt#!?EL|C>^ zy|9vq@96#%@Q$Klkw|W8lY%cBikK@MSwJv;A4I36uwBlFID2La;;Oi`v`EN-Nr#I7 zPpx2;k1b-!^%dyoTw=@Tj03<`7JIoEw@eG`FpFMsiC$q$xj84KN3%Jzu-`%2;(w6B zMtH;iZ4>rbRBv{tEOUmIc_!MmO6e5pViq%YbZ-Oe-%7+JG5W056?GQ|A@GCYuE1GELxr) ztK8V{Mn+oxaD5G6{UL?S(euQKMfBQ@-r6nnw{pR3zqO<@=U&+w(S2-a6zl`G&J-r@ z*t!hfq{@wn*gdI`x`D5ZB`Cr=foP2V^Uy;es^;N$16TPV(Y=YuY+Oil`L9aZB?PUZBDsOdm8)ju&q4Bg!qLaJj9aQ+l$d~!OG6|N_JIm zQ{&@fcJ*b~hq(T=2wDXrv$L58$QBpojnC?>th6gvK2XJ{i%2~RlyypCs3~g@nTP*F zlPc2oqCDhd$rjeNh+m>Skc0vU)Q(19iH86L+U45LnOGYUahdQSVa(&O|jI(md--ofWiQh9(|9kAs& z@g;m1N^+6Yp@?q|Wo>-gD4@WtlkETRIBNP7s^_?o`Q8#${AMIm^SM_b3 zFS_5EfwKilEoiIoF8+%I?9GXgfEQV{4?gnuP{2p~&XYTK;iGFlw`J5LSIFgv2#R*o zBoc`f=2q=UXfpL!$a4pD*$aEXK2@fAkeZruPf9I)-Z&7yKl-xF7OchBRQ)8Hyo& zbYe0*MUd528A*TmtWJoatS8MYIE0qjJ@rvto_b{?dIegji^A_S%%N2vnd*z-Q^H5P zI}{Nv+t4&Plh+yn*QtQcx0dBReg$0d&3l(i9XL@LNb+`woK zavGU!ti#|uZ00ukW^j#fahf0Zp{581I3UNj!S?jAKSM6>?71m0Q$hgL5!Jx!vP$YU6cF_P?rc4zNF6PHNuP& zI1gP!g+3aT9-`TT65@2qjrU|E^Fs9wm_zK(zwG=s4m9ibGN4aGYTVJYN%LC3SQ{jd zkXy-l?*VhlCkniI1HS)IQSUGB=z$vFv5Mx0UvmgNQ3UQ^al=5gtHsd_8R%CFC=-(AE@wOuj0*eIRLgV9+W?7 zF7~9>AZR%R=L=+OmYiMBOfH;+o0$SQpKbd&tlj^*)w!{|(iG_r!Hs3aLw0Y#OirsxB0oCccZF zx}vVhWZ71_wBHJ4)s^dI=SC6%Y%L)UVy)^7TNT3=9FRx-eCkxRT;uQ}WuD;% za1chjmyG&l=UJw*5(9SWl;^Kha?`s`QA|5$33UTVr#hZ}Ydmb}gwvS?H6gF^1FWht;Z>qCwtVWXAR@A+jnafTu2#tk91O9z2VIb3R zcI8~<%Yw10rO5r+SJu+u&b&#~b`$L8y?9X`$%3&i9U>^Po(4&T6SBcZ#(XaO%{JEq zSvh>Wl!jk$LTt8vu}##LnNIw3u+8@@EM@Q|c$UIswa|L9JK8sM^SBz%HE?*=;SG>R z>E_cYmxk(PS(lg_>wc{X^)@nNE5~{?x-SQv<#B@>$7~i_Aq+p4!ZAB@zd^9(F`PZ0LY4VkM z1mI%=<_Dj=O>jM^ZZNb%4&J8%az&j4B;R${jXw-$cGlQr!wc|xMFbrmofA;{=&y(J zDQ@VGVbpqw&PG)xvb7epLTnTv1U9su6f}70J%WSYh)$UZ4NHRZkF&0ZOvjV;cfgF~Q4h&jQaIw9ooe~?C^a6iC|ft05wMy`8B{)IeP0( zSUu4`Sf&fsdkyNb@bd`;__@vQ*QbVH86$mI>Fe-${=cV-@JOPN$`Op|2rn*{2gFY- z5LRYFOgEm9e4LYrDDxxu2mnGlFAhHgbsG*u83S}v0(v(7=pOu0qMX?=L_rRj!T>~_ zG@Yw*&`$UQn5tRmuOn_?tcu0y*fBJs6^Eox3s?R9?FM16K*#5R(XlZ;0Rd+}h*qSk zHOXFFUY;(Nz;z&og~-$ycAQ2k{sPaw-dqX^YfKzo3jdk1FZdYHnTg+M6xL zj=y;ZmN*S~QMY}kU^N8%W_phTBpso^gKSkPf^dc^VtXEIV{vvc7f=jDG~KoX`Pu5x z1v3@L2Hm08+mL;~Hu{z&H*R6L+<(QoEB;|p0&&pCR8~~rzdx%Bo4K4pHme!D+c;5t zKi@uBka(mzg#5s1LnMJu2cih%afm45L@5yQ^Fi!LX^>i;QVmGsvNczp1k#A&nJ0UY zV#0svt0Wl6#2qFCm0{{)u0*Nw`ibK7jWbER8(3C^u2Gg{zWCyQ5|MNQ< zc!Xc~Ozb@!Vi+C;EgUD9g92zZK}1IERRr%>ZP8xXu|0(MDuPcOMlas+mA&i~xfGt| z2^=faA#)?6y#U`#I}9>|y&;g-?g<|7@`^ypFdhEVQ%u_{cK~$wnfEY6Qs$$J z-KB!|q(QomM>DLQGh7E<^#gZeV(gAUgYrSBF(I*r3nx(qD9n7AE}?68z}Vcp8OF8b zFjX1~MZ)3PkX2TbdKt#5_Gc?OKd!ud|Na$Zl!hHS`^%1K=3asD6Y#TQv-2(gD<6 zK7YL0UHCf(dFOhfA~eGNwg7RmI^*YV;Unp1b_r~9DenhtFrS!MX?RS$v_WZBSVBb1 zQtdw^5B0u^n5HL5uZT`e!Dy9mM9#}uer1Ydt4MD6a}I8?&z2K;aBlK|`a1LVD)j99 zJ_1Q87Jzx5wM8SZ$GmaA)G5=MJl?Z!aSD!P;g5YT)mH!e{WCUzlf^N(9|VBu580A2}=)Ck-Qtb{T_ELF*t3mNqja(B)VVC*p|n1im@ z?U&YlI+&}ShR~In7fug&(#iNhm?5w7pfEx8kO)UK8`t{z`mv95CR`LDAbyqKv8-%6W@t~(7-V6Frz2V>FEwWz& z0Jr?Tdp6i8u>S?`e?9|RNYV4mxHuGukKMX;tFcdW*5pnH^(83swGxUga_o-Au{l{^ z*z5^hA(+^7U%v9sF2Chnq-8aaU+t@pV3-u5+SK>EvSHP@LOv^{Cc(H$2{1p zIJ_bQ{G9Ank<+}m8K8#=1J{nT53u=t$c!7~eOHFhu(QI%kQShccr$6TTO|+cE;Zjp?Slu$!0d$P(&eR`!IzB_ zNq$!Vu01{YxRT2b59N>+pCeZ^PU#S(8OusxnNaD8y+N z+A4blTsQ#(scbt^D=RB!4h&bjM$hmd<6mrNFPU( zxc2+3k54t%XcL&iCA~^BY;#imFFve`A-|!aS8C6PJ-gQm^_8IuN-=o|t|stnr`Acy z#9B>v1Tt=!hXzL`K*9Vu;yb+!0mEKP(MRiSHkA3m53{EJ6r&G)U2GfYHlZcRR=D%K zySkd*uNgKvRaxV2?3F3VziwOylNZWxuW!{%8WD19vM2<)>d+!sQwfS&pY_npOCNVU zjz&||+RakZd%xzX@ydA6IAy%}Zs&H;CCB7d-}v~%yH!>3RJywBXP^RoO%QT2puP(P_X6k+^oQc5)K!sd|EBu(V(6PNvkNYF?ZF~fd zFwk=p07Ym!=l3c%`(T&PLFfGmTm!d`95%x`&5~odJ+7uC*E%eSn-vXpLle{L#SHAY zEfGG?Juyw{)T|+)l+DF4bVU}*?&aTif-|H%O;&Rpo_R>asNfmA#yA#PViGy@vTexR z!(**l$^fy-(A$Px68TY&Swf8}Vi1)@fQ z47~#q(QRZBmUjxxFFPKzbV0FH6fA?%*`Nu*GJ1-UG|1an9l@kKOiJAHodvGIpxehn zw)^R3hViQYI!E4st`E66$~;Ruo@H13&Jhu?7BUq&9)q<_0716ZavW&Hq9u*`&oBIb z!^K=m_6|;w>1%%#=ev(qtqtPMf|lv^MOQQL1|+5!Fn^~wwJu#)pms*GMIZ{7FqJM> zF3pgB88qOngDdcgmxI+xJhOdcu~a-fWFyeRLe%Q!}-huYW(X zqsG)fBnKj^Msbg{x)}eVx8{N zfb|dcbA~hFk#mr4OL5979ws%J%W)b~1w_Zyn0QFq-smL@70fB%sWllcyN*Wt?r2xB z|El7|%Nxt7RN!mSZfeiuN%s5%VE1Bk^)@s0%h>SqqH1(#eF?T2X;svGG!o0Y+bWZY zjPv<1Tz*=k&rQy?JF@0w+uSEOMrC_rCo^SAh1BgV(0b{<(wH*!Y)jlpjrPIRo$6z2 zp<|nz&!4yMkY04Kp1uy6-KR5p%&@hu+LG>DF+hfLS4CvP862)&A;3s^7Tl(7RhqDi z&=a;_>hbzMI{fh-=eF$Pn-CE_serLfIEzg%+2mp2;SxiCkq?)L%p5l9D> z;D4}5*FK;Pu{tNHmt-TdWinD0jMF`ohVtv4v56hMcW66pSp{>o&dBc0UJI`HF_ocD zAiDmq%)*~#Lw5Zi83vMo+=R>We@Q_8!>?aFTt8CCR?=v&HNGAN{~760sgN@yXd7M){MgqpgFht(7T-yScNAm4iJOD+fC(A2WretE;1n02`a#|NRM8 z2j?$r-TH2$z+K)r%IUhmz+ioP{e~?QEwzGy309Yv5(jx^9WNt$g3K3?)_9ZUPuuCQ zn3TnA15qLjd*Sw&qTHTq^KA^>j(^>RnIGH163@X(BS?Y7)Dtn^6cI>xXI~hP@$!FB zz?G92q`6#5m*xC2I$Z9ulU>u6n+~;ZK*a&RywD}J9bjJn<;IE>CtGw>}ZV;J$v4@c-|BPZxT5c@1>FT-Q{upj!tes|d&|3(qH>P}l5MPgQ8MwH(zA z^=3D3@~Gc-!;CAp-)%%6Scuv$HB z&mTNVKt^_gzbGXPUqiy1l9N*{a-}MKozmOeTV|5bYNV_jtHX@Hzpq4>JPn1qJ$U>1 z`9Y<&;<LMMclg&v869;ufWrk>SO7Lj&2Us3b=DHqrV2JzZv^!*u?8@c~Q61dy74 z{#)^WSy!|8ox z`340g;qPC$@7y+NpDio|SVC@;Wl7yqY?oWXbjletK|w)DDJeAZ!Z$j}yv`sybV7Eq zr{`x{N=k8y;ct{aH%C_2H_(}x!4cloO1Pbb1Z@7tqo1@NK2!{BW@cxzxa^LmHaGKK z=SYTQrt+?M77lFwvYep0-xd8=egpfcp`}GP(w#o}b4=tzPZ);gV~8F9^|Yq>=AT%V zZfFRW2!r3_4fs%o@zl^`xwvr^XD8Qd=exDwpP2WBar`UVf~&c{7m*!gS;?#Zk0bln ze5c*r-E|(PM&EhtG7u0Ee*SJf)Ms;;-|ZV}x1X7>4bpP0gLDX=!A2?W7{c1O|>l556YP{bW9szW3YdvaZW~ zzwaOVMPKq?{+v&otS+3pF4HaDouEAZMrb)OJ62pA&K;pGNw13#0VES;c7X|LCSv8_Q?B zz#Vb8C;IO`UUPhPVeH9c)sKF&KVJJ*oCIshr_pY4W>05R*yCi0G2n4=b(;I@rpK7@ zZJAluE4Bd=Ux((K;8Sw$6#igYc_YNKRCEia!7SJnI$%gE-19y2qz>n_pz8Ij_Z*Oa> z)Hd=ezWz#J^drY@M%Q{i)4p|J-;dmTkFsHD_&Zk>TgP3&HL%`IGP1JzKGz54!k%Y& z9ZS8DZ>u6BBWF@l-W|sBu9T(q37q8^`(3AYWDR_-Q^^t19mxd_q~2{|ya*)Cu+`P7 zqUqEj;4w2JU_zRpd>c4=pGZY~n=^oD-0lwn3#yx(oD97Y2DbW4x{>#Q_s#s5itQZ# zhkcoTkG~0&Gl|r)db!>Qj17LNsi`A5O+&1|l-hUdr&NB5Tn=;10BPa3_bC6aPHw=9 zm*01Omz^^6QPF?Chrx(wmB0zaJ<^td7Y%ls@}gf%ryo&Y~9WA zAu?o}8x!$+D7)=xy*Xa|vRr2#?d>3RoBQucw!J^}&D-hwyRBr^tJ~(o>R;1s71gbS z4+j-BdccvFKRlZM3H7mx6MgZ#Hv0FpD_T|4ev@&XC`(qWlJRk%)%)7I)CM`Z1Ogcp z@H{iAh>wrI-pO=m6uDh;nK|F=uQ={IcUuluFO(_Y47Bq*s_mb?j&w29*8U=#fqUy$(8r5CW-emFv#Mjq3QL$UG}K3Bjzv-g_^MQ z`HAScEH^(q->yQx$P4B!JpU>vC>XH&?MFVep_A=>P<}ubGA6pS?7nDsK)C6-)={~P zwc`J1SL(L0L>wz~?d1;~`zj#K{o-a|kR!$FA4_UvJ^r<$_QRezdNb}2{xtRwKUcl~ zxZkUfKPDNlX>_>U8L@5wHr=Qd|I(g8 zCp(S~br};Ald~Saanv20st_ZQpNMq*-tsN)}-Cz_4W^zyu(uV)4AknJt+IGLH5U0aPLBqgg55fN1u zzXpDq`|)WeBZH{)R!l9VOCy9$xXr=k3?BB-^Xa@F%M0BQUJSv@Gy6swqq%kyjXcOv zSNHpr$eLndbF+@|&6KJr_)-)=1(MYSkGq6IHmCc$yQRTQvF^$g41L^HUO-ZS`udX9 z+ew*(u;KP^zdWw~gKT3Gz_|BbFXiO&b~*Ej#2M!;xJ8V$y4$af3Z8;4NzQ)uJcrPiQj>Qmo0`S##O+e#%&+V_|R+X1yC;BQf$hZcq_LJzL)J6gD+J zd$?T{gb&bkv^p~c@$2DN06n9VaJfOM%D7Tg2XmsUVPuNtVPGKyr=uo^q2ZmK-qH;aK?ET$Q`Q$B%nkP z=tsTyvt(5fT@6i5;t>y_4kFMLzdbTpA=BQXL#LY_Ce*m>1h|cK!<$il$awvxD-Z#< zN;UH^h^$!ZpmD%+@eVg)Kh`V^C_r6z(pjg)Eo_*>~79&##(VJe=S?7o&g@j>U^Dnh|{cK%fZQY}C>!^R0 z!Q*MP8Oh-GPNl3?1>x;(ZGH4=YjCOay>~8$K$6mapa1s57$N=GY+v2+U=5Zo=PtC| zcbm!?xBXpPjx`E9O1Wd>SUpkH{iSVpeR90gphbh* zujQomFl&d`jm7ktkM)j3usUEch4J8LVC}GcPCiY{q|>T-JF)=6s30k&qM~D^vke5u)lB&)=;jnpYo|AHp2;yG0wyV zfCRN*2Vm4=O*>8!hnc`=9Un5s!aih}ZX-nU=*PbMLRII2;U zsGnl&JR0>_AtU3I$l#Nq-@}ztM)-~K+5+8>o9G13n_ZG)V|H$j%5gfhW7G*Aq|;b; zL(62h0owGk%u0Ndd<-nOH&4ytf{gVJQu;JUkNI%~)%>$Yan-w>Et|!D93-rJ(+l=g z*SI1caiaC(ITO(JnL@kt!(GJOx3iZMDRIrO3qE5sOF#3KM|Z?9w^=3Qmq-ISF$#KS z2n^va(s6t(Nh4a&@P27-b+z!Z!CL!yA$s=789a$N!h(VIaaTsj<^(8%wSV*LSWlu+ zuH8h2%Vx7bi8cvueX{Mqb1iNC;h*b{aGzqcvyv+E)wgk?GFS~SY5w?zqJj%vdL6zk z4-;#iq&#j%rA>E#k7Gg=?{5pnNo*rYTD^kMW5@f$7`N5WcKkCAZe_I5c^gXCUUUg1oMr2aPadBj0C6uloBg)r2Zs~`=SY};(oWl<<&-=;K0Yt`g zPjuW7s$q-ZrkKX8K1**DLQYdQFZPAJ3(GbI*J_qsLEOpj z>GgtJXeOS$$(=^uh}vWEW(LXhwe~|kTwHzqM=)LllSseu^WJ>1Fcw2(*Vj1X!D{lZ z#@{{#dPu@@nTlrPlgB-scV||`Bys$8Bv!&qI5dR{`NE$9u;=m)>RU9#>;%sh)j!Y% zK0W!mku^M9vFQ*%7)Zw6dp8G}K@BzQCvmbe(?~uXaY35d^S$xKDZQcmTBU1*`R}mb z#=&+ppZ7(tY%6!4i&??k^who^zkVVwj~986OKk;`>7mM{lZrvWbyH}g;hb#M1F~aP zVJMF9cdXlo|D~ZBBQ@GXy@$!kL(LDQ((%J-2Dy9ZF-&qw43Yc~dxhY50~QzrUoSHW z2eYDef%VY0)6X~g;bhhq!cIa4WAd^jHEAyN$ z>1W~}Wqp=&8{Bw3ataCyiBlz-@ES?K!;d56bB)a>nh=Zesv8NMGOLT*K5r< zJQee^u@_{UtMz@xW^8kBPF==?ck4+s-t+wyF=@BNYA_#4lR1=5)ze@1t6k=k317%9 zX;ggdi>Mbp9yy=;BzQ&$3uCVl9!yRp2Muy1V@MU5u5}jv$KWNtpO^Lka|}rc?!C5% zq}Wv3$8l^+5V1Jl=z9>Vr}cih--QY!ToekgwK}#}PvpqjY|iOfa)qv;cZZmXNEhu{ z4p?H6Ite%J?pC$08EiaE{-6AAjfFV2NhCppjetIKEO^t;t^B6i4kT(bOQtbsqEAAJ z-5Vd*W0)&9-Rb}A?MDWu2kNH|lqO!e8DDz-MV(jwt{(TK1 z)oQfiN%6l0aHSRNG~vDr zsi@ZAwMtpYuN9h!?OcRgjC6Ono0J*ATIkMyhupGyMgr$)D+)O{Lk!Bqfg?N;v{&IP z(d*B>33mSgz#z@T-j@PYa#H04j~}#PeuhXHcn{#Abn-#i#i`BW)b!bD^jQ7a-Bi_F zDF_8`5fq^Hm<$Zi?sORY1RZ>1q-Ogwqh`#^kV8~hSjf&eBaAV`(|F5El6`AItE%d( z5bc;y-8<3-x#j4L-$vf2y@aCc&n_YQ6W-l8!IOlqXao?uu6Ddx5s@LjS(L#=n^4T-m)OhT zF|;_0QLs;{0sn8|H?u5|PAAs!EtJC^VGPlzaV`9Q+_U$8oci7T%Hk+2Z(kuiWHa`Z zcZt~PwCfp#)-kTw{I6HUse~`xdCr`NLFt{+#?N@0;)ddjvWtFxiEsheEiv}6(~%!P zez=p8qTL2;c}wlG8H6xMOS8vPyuZYm-ssQQ-#@Vb`#I!E?(d>|vyjW*$dY1TF(#}c zE%6n~t&goc88)C3p4saAy}>wF3Jwkqh~TeHE7=9OEgeZr<~Cl94;06NW~i_u{p10a z7jpTTB6M3Hq`be93cBwNQ51KL=Svc|<1cR~)^*`%@K6NcPtutz%aI4Ay!{`!2G-WD zc*iV<7HHRVK0G{Zo5BNsad`=Krw;$#XjCL5o`D&g*1GOkPD!%PXSV2QkYJ72Ps|U? zYqwCurfFxFz+bE#1&<2}j;E_0xAd@Jv@ZveAt?TfW z2w5F8#GQE;DRgoCzM&E&y9oEYnvi|qlp_xIwfO52K8-RLP=qw8;kD-7$73ea_{NI= zPb~45=d}K7UhyhYvT4upzJM+g*!h>#&><`RK9y5piGrY+f=0r$2>#q&P_2UQt#r>MhH2 z@}b{vylT=d=H6Y{evDkft&5?70jv7zG+WV=*uSDtHkhZ8zR8P?cAC2*9Ne+)7#lee zPyTnqn?K{HHUCyXmNoSrzxTKF?h+l!41VyG)1AN$vsHmvMlD~g1mua(N0p2ab5d8`tw;l%EB|?DM z8&oI;sp>K1gt4WqS|I2qhZh4rf1qGz7xzbn;{Q+nXj*}NzZ4b$OiiRWq~g3mp4~Lgf}`; z;Bi(mJsX>iF9yR&N8=KkT~Vt%`6LryIa+p0cXF)VU4!g8CLYQqoz?#BW?PZr51rKQpJ zleokz0k?AoID*3=fUPqI*g%pun3!6UqXqzIVN$b=v%zx&^aKO%{o;e`zneDzHP>k6 z^Ruq*^Ucvb?)&$Q;^N|*7Q=-1ubkDcvG+dh{$f)NY6lV~2?LPq?F-`&Udgm9fWU`n z@2_=-m_I*Uze*@z+Sps6m%B~#u^i!8NYi;MK#N`r9EpalIxVk;ll$x7zI_XArR3t$ zWQjh|v*n8WBqI~{(h3MGMx+jv1VdSlzu(k3tcqMO0dG~0%FD?`2<#Nf#;3&+^YZ8; zE+zQ|95>8vExC+=AIAZ{;Qr|6*n%rrL`0dDRSLcoYegQm56-Kz)CioVaBFbCNS7-TBa(qEMT_8m}RKx@Ge>o(*@tTbj_s#iHg2w-11 z%?IDzZ$z^JNro+bYwI(foE4exnYh;?QVXZUiqQST zVa@d{h1e62dABadM73wT@U#smXAM2F+y1>gK5#N{OXuAHn#|t5f?BHol2d;<#iHfM zK}jrOn$jF^2tX&1o3ayv#yz26?SbE4(ZJ>FY@JU9xlKT7)RBoLDuxr>YF`9ecOu*> zMwaDUK=d*u^Eu-10lvZ z0m=>2-wc5Ie(lS#YytT~RbEw9o7UtEAfx^QrSer(31`8RUb_JzFysTMl&{*!rP^}L zS`qilZ6}~AMd_5{|F}AwRSkHFq|Z^KbwU|7d3n0O0O+yu`#5oIIO>!^SU52ROMnWF zN1cHQdY9$|($p-xdEZS>;VG~g!v&J3gHsn{BvY8HhZrBR1#1pZ1-AlnkY?%;bIE#DX=sTEZl0-y~_%;>4q2iTyE{gryb? zis1Jt8kCk|0|W|@*v%9sbB%VHs8984SZbtkVn}18tT0k;ObSgv2`(Lzgee6lH@;Ko zQlpwNu)=HH2AFd9jBqBftDI92Vk0&ILFo%AkL|Z9Ap~EBeaT3&yw7TAFEHZN!M|RS z2rR`)Pwg@}#8KTjg2_PE(}5&eQ-xoe)EFU0vs494>w%)wkUxsuYv{F|3SlA`Gj!}m z^v;_jdyEUjdo0DMm66(#uWV>A9UM+t@Oz|jP;LBdPM~lT#57ROsaQQPdl6CqO3+@9 z_wkH)P*rC2t+I&ZotD=~XrhruRMgN&DJtrd*8n9HNwuD?VKc)Xty$}&^twS?^?O!V zjS(rosS$;BZFW4KXu?MQvaC_Tii4Kv4H#%%)bCEk!PAX-C{_J#xHKOio(x>X#A z1#e>_7i*yijqAeGS~;GriKqTSfR39)Rp%x9Gsy za+n{~x7iVY4RuE>ICggw{Jg`qjt7z|kEjM%nbWgSleaQrlXl6g70w6Y)Lhf)Hgf4q zE9#v#LNtVG1mscJu|JN8=F7+a*a#w+p`hf)cMP;^PS z(RybTpc0ab!a(E8R;0pVT{*?*vFo`d&%)eo!$U@?_dW*Q*aEsL6Gbbapn+kaL@0sd z_86q}WB_jh20s9VW_ccZ(AyPqa2ZO;kCD9}=L7V)e_w%HuQsBB9F9T0GQcLPTZg+@ zK|2AOK;jD;Nk1}~r&xoRR5+ULlwH$ui9qBNaQ?yVRkc`UDk}{(=?5%^KwEyZ3$!BX z04l6l8MAzhICv;=-RgLY<3_6pPW^U!oP5##Nb^BhyUqnm;ilVqpd4r5y3V7S-AgvF zQU&4pW9DAPdyDc^1oCK_uXl19N)a@re-xY*Vt~b#ca6v;L|?9XcPhsYbLEIKI?i(n zkY8HIlh`SFDOlMOc2Z=Tq<)YDHwOXK;0$WxrdIdUb z;1avQJ1of_;VL*WF>xR~9^J%9+Hxu-MY^(H@I&o@ld}lB*z*yMrXo+tndyMGX+{6S z*N&7`0S*UB8%6k5+P2Cvix4=w$pZ3c1Yqm*By7roc3c{M5hYw|INHDQl=0MT6@v8T zPLg^=ga~YLP;bk*c%!813$r1zwXVW5@Ta}cpP)B(bG;DHe#q%Z7R|sD~ zHnaXaE0v|shm*#|A&$jPLB3%N6ulLhyM-*RpstppgZ@`DlP)+QLr$02t~v>!P&Y}! zmzI%7DoMkXrop4&z!8V+uSVNR+^g|No!5+!B{d_)FR96<^D~v5!l#z4G^jkL!g)+L zuqlekW$2?Cm6f;tTuL(LOfO89gd&$s{(6_PK`W~$;Td>$@96jm=$B&kcLIO2JJu2L&R-UQ@qc$g6PP3tx_>h)yjzM0X zGAV_GrQGi=EkBPE)vtYQi)j%;m`3a*3^UHmkz?1r$cVqmx)l}0_{E;TI8<1Y$kP>6 ztg5!ADeV;U4jk1_;wguTy!8;MeL63F?sSxJ9jY3OmEX9@WlnxDN}_`6TTL(aoc@Ru z$P$V}#BLQy0Q6ayi|ZR*u#Ah@l)Au%N&HM+mXf9Lb4xEKX_tWRYd7ICt1m-To*b8sEVSXeNZBYeid^x|k!Dm~Q{Gxe^ zDt9GhHA%w{SPeqMslSRnigW)-qE(zuu(bP%BWK^bPshl}XfQR?W?c;0enVz-IIw zFf9z{2O>2LKt`Ul&A8wv03dlUtfXk zS%#VL>&6{-X8=bJ0{V0L0^iQ=?ogfi(AFPfhm==#S>*AE3y)Ca7T{RuJ4khyVs7K& z<4=Fw(jUZN5+Djr(Q=VmX)4ehnlx<9=+Mp{(0c{pXy8U9*)1WzwIyXWaNhLNAI6QY zXB4rJM?X*8vMf@LOr3s_PkKj8*Zo5BJ7x(j+FjsHuqa!=zqs55!p{%)_vLJ7MMX5P zwDflMuahJ|PXKkiJlKG_A+Lb{GoS$DzI#UltdR4v+pIj$I=l#lxdkY^(|9i|;j4t#9uSv=gxSiQyH8LcbnO@m*UMcVD3n4aoL4juN%Bpdb_C>8f*FR z=qS5I^ZrS^i{s1Fp~c%an)sEgN`rp^Y=6J!SVow{a+|z4u)5#O^aW}rd`}5ZPx>F^UHa?4uZADb`#p@6q z@C%l6x?P~W|3);j7QciW?N+9Xf+-V2NcrkOLnVTNb_2enEL5hOljRDyF2L!eY~*_` zeJvy~m{)HFD4tAma{%~5H6>a0yIp1?6vK7~noa8ZhSQ0`42|ulAYWHZ_3r%nM-Vz`w*(JU5<68$Ro+2p)fA zWMfMQY<;Q^H^&t>vx|%RSgvesXA*cZBU${K{!iz!Zf$_+0|af|d4(xKr+zXxQ;W*PpBw zUAqwp|B>u}J`#FW+tfxG6TK&I$`?ceSP_ z{rcU`fTk5fPQqaK>OWw8ORtg=1drVKkd^dBG92wP2;SM`i{wIzt^NX#mhGYfzP&@X z>T{o<3JY8EWR?8Z_l=3Rdyytme1&P<$=Nxk=t@zGl#M;~y}IhUd0%Omp3)&=Ocy*Y zO$K130GdY+CcBA0;L68+dMGOvtt;t>o@OB=&@WzC3muk~B{nmN?Q_afp40$daFpoF zouuD9FQV}R%0^UF)U;WO7N7%o#RfC>$H4&x!zxq(7+Se6Sx#XffRx?j0s8jqrB|h( z6SEsHcsMJIGFTw=g|`<{9%h>n%}@h6SXtjNId z-}Iv=+yT~#fV%Dcw~p06*c^n%p9&Y>pvJmC;BLdXrx0A zCnn}rhyP^t7;@m9@|$1cEOt`)n`l4>)3LN#*kw4bWQwhX;^=YWkzh5~5&2EBPB*~ogNLOLjkw#kcP2~ z!%m^@73TDA^-FcZBw)TV-ePbHiittz2iP7kc3>U~IE(=-0cL_A;lNONiurs@xuQ@L z`w?N?@!Bc`s8%VcFIN%=D}qYl;NGRcLP(Wf!$E?0WCcJ$X;;04b_15&4%Cn8ZY}0R_)vX(aJ;8Oy}Bgw8<1q7ro2tQ zz*}&Vs?d2T1Y!XA7&NaP6dMt<@y3bYgY)-DV>d$}PAR68Rii9TO9c?Ci2+zr%9$Et zHXwTkuYB5(%iBT^A`mE}$jbyQgCssjwccWL???neE``}!X7R!$anuW(1yWeBWZp+F zo8??~Bjv_kn}W%;N#iCeEwyW-sX+3!v=sEnEe=BW42&`BE^f+&N! zBzw?D^1bKiHMpQOt%Yze6xWx_+<#@0RKpNoy0(@fk0rT%&EtJ4Tb322mWxlxOV&0%;Vk?Z3H4e8zRR)FcY-Mkni@ zXIg$riCFbaP6}{A4;(*Gg$PX9)-X>Hmq=yc_9Mq(;er%Z(fNej{tDc{*$0$dI1flN zu8{dGq%1MTXxb=dYV43Z|D7csp^M}K%fbCA$KX*g{U~72D`)-hv%ErdvY2RzGUWlo z5#rGfb|@v`rcPHjvXu;WkzkqKRdPV@Z1AQir>4i)} zn8pjCes+Q)*v`^0mBu7XPqcz2>=Tf+!BOb~6kyZB9-S!JY2{kf=Hy_pxQjWj@idGU zv`C?#mJ%7%geT8*pu2Nd|GEXrpzS}RzVD#az|E6(wM-_U2}VT?NT(b=7^Ll1qmK+i zl8>66ETJi1^6ZAq(N7kePUe82Ij~TxT7Fy6SbmR50R7sR)L>Whx!@h!ZJt7A5xD*WhiV!Lp;XtTA-Fc5HO&1fkHttXs@DNW5u{`H0ZEh$IG#A_1V5)| z6(?4dQh8{(eyY_)4+6}DQe!=1U(mugbCjzM+kbrThTk(=M3#R@_XPN>3j+BV6p)ps zhBv+3MIh)6n%h9FgcKRj#N(*bmoc)WAKC2#Yv_{5Q!L|L0rVTWTaV%LvGH1L(QyQn zu@@VNGqZ9+0tOUz3P0j$sO=P-V`#AC5_{`C&p9~lP;nYa0A1;iI(mfA<7XYufbxV;XxtCp$znB-2=~qZnvI9Jhlq@aK7ibZpbDtzLG?U z$2>4Fk+dKxjr%|soy+DhAT`bJ*<_WEh=yPGX23Bsn2l}=rWe~B1unA8kMf>d#(V-d z*&`)sNn$>p0;|~bp7xbD;cq}nJ;8Fu}?;Jkv5G4pROOz_c2dg_M*aD_lH+ z0rD`ZEqp-4%YMsNP!G3R&qKg~tA6+?1vf@xYNhx9dC+F76xum7ChCwb3^hvHeM^f#NYPm z>CEk0KjiJ*D*lU0@<(%3zn{Cz@fx0H$`Hq78nfSsxWBE9Y)UD~)y_AeQyI!0C zkX^ChE~#lVU1qKM@7k=LM~q3vHzWz7H+YKKE9t%XPuEPNNfR&JoX%3@@;%rVA>N8= z-xR5Y0qWy*Sm~PKz8K0h*Hi!L6qd0Z;^8e)SEnQM*&(^G7*L1qE#+IS!U(CTT5Wv* zQW*}QOb%w4Y?SI43w5yWZt%bY!l%Z@)RHb9eh?{2!`DH zPh&!o=&*Vad_a-ygGq>3BJ!U3g0DTVa0fhC?0%nyu8p%E-NY;vwR6*udZ!?X9E;)On!If!6H^#E*iF9S zBqtcPz3If^F{-$6#jA2vq_*2xDVO2>BE1CC?$NvZJ<{?Q@9%PURb_MIW2$hYe1?er z9sQ&qjD|;KrKU|^W2pHq4O(W@s^_o_kLRW`CX4h42|WGQf$~s5Q@4=^@;?g#2?O7! zt2J!9T%RKljD+;zN>vFYJ^9ASaMXzbDYpPq-SA7&D(4Zj)d!6!E9dr-<8N8L9NyWd z17c!kQ%?Djrd5UQ z%P=!e^888yR?i)#5(-rDKCDzGqGp1pNbmVXSmWlvMdNy1)|8QH(l`WS2s(erbrP6r z!p3Q!21engE%=e`_I26qltd}ap`-h{8$Hj&a2=LFJT!j8`CacagTWg2=L8xJmWk8P zb>g`W5wWRVXlx02-?{qcN_odHanzAtSuz$aBg2}Dv-yQ{Jb5jrhN(+&f0_4Ff*OB# zK!+t#NCL5qL8Ii?o&Q)<|LM~}bN!iSqELMv(gx@&n2bssD5(xSUqh>VO&4uDz%)_e z)?}U@)ssiOVRx34Kk$iD1<`kclaB)wv(jj7D7ym)3GJUFL97N0C3cI)HK(Z-s;ju< zV_f1=)AGPhNz{B}D5G91EUYL~3xa;nj#JZfO*kly#_gDBr=tDaxxW|zHBDR~pDAZD zO6@4F&Y!L6%tgrZ4?`Hqq3!68Gkd_NDqsZ=_TL^n?dgMkU9~}N9j(JFU(dXFva?T7 zXo6Qdtvgu;c*G1Z{P~PY7^ci-1@G z*{Esl;Aoq(pTV-|O?p}WEXj2|*2L7$7`bTd0P<7(c8}+iWsL^ML>9lHAo$UJeT%WQ zz$w+YHGz`pgn*d8YX&1X4ZoePb$EQI)~>GsKE3i)D$6B1i`{=qtKRL;;_p!8Q2z4d zQm)smbHKyyhlZo>(F>DMhFn(3F;IfeB0K~;uMOJ2^3AJhia9VRcPrF(P0;jC>rvm= z=W$3I{3^G4@m<(2y2(TGA#Hvm;DY9y^CC?`YMS)SUU?eh`!N1|h8?-vW=*9AH*PqR z@(mLG*K&;xr{@B5OO0=LA7ff4h?x9_=yT^Ln`~F}$8Jxciq{+9ef^D%1-ni_Np}IZ z`T>#}T)M6;v71>4kz1h-lTEhlvRoW`Lako`uy?&>6)Xc)7iWqmo1XF(Zoq8%D|~)K z(sHZLwiOE40LR)6+`?J280=Q}$)R?|i@K)h&;I>5Oib%1)v+W(98al3F7sVEC^Gp+ zl~qpLZwGzEe9t5tpBBLw9`@6_#2coxfP;zFa_6h*(ekh58CfZ*lW159b!132 z*MP(O8|&qEM2vk+qPu&-&!7z8gsjf3xgQ(k1HlWsVnMUp|KGhzlp2d2zPsYS{`~)D zW{*+IbsBf)rhYzs*QKKS*-lArDp(K8fJ5kYf|Vc8@oAZuAQil^OQ7}vD*ZZzE9+&u z`Qi=sy)cD7XOOdwq#%$gvj~}FPH$>v>{2?+`*?u|sFXnbc9^*??2U!7oQk@y>W>IQBSrBry z(pu;vt&k9~>zi`maZ+FEz{onY`zC&2F><7UhfFYMtBxkKH7&yEbX|fZc_?ukU?*P=8EGRd7S5u;Wi$bs7P#%Tv5f(Uq#R&2_H}CZXs%Y$)XePH=gfiU{~@fK zE9PGpgV{NI<6W6a_!srXIkq$ZrSHe$*VxD?%d9JkJ4NKEp8Xa7dx+0aU27Y=D686BaSE7 z*T0hltY<rpOco- z`CDIrMg<0;PES*gOK(z*^{SdSC9mz}!R=F*9Qpna>^5c(Qu3f5#_3sb74xshrWV9z z%&K8rQ|j=B?@(#cv#p<`=k@eV+k1mxbU+{)i=Vn18yi_Wo9Dn#BXm`!P(242Sp5Fc zDoFv}WznvQv<{g)SRTYEmTLY;V4Jayz9wuzr%szk5sJWtJ^5Z0xFp{f06cZmw9?pgvZ6#e}>rhJ87^^m&bf}2Ca#Q*oqZf+o|@12$aL*B&qbiLSA z;qFJ6Gva)f=kkyiZ2=suyGM_G9$cKn-92^KyqcOCg`+m-Z3SU&bcolvCotJ;*zPrr z^#7Uk_jvl}HPrLH&$M0~@~8jZWQwd}le39)5l=Q16}$a+<1Yv9uqJ>^av2KC?tcQmbdD?UH}Mq}HH%#)2HVSH5t2H(t)jlV%?4_8!Fq)pkZ zAmcFb_d#VkDzrcPkhb8xd&TT$8e-S(_9#722Gp1{x6W0T9eCuTgP!;z>j_hi8?_h;ZTL$wPH%!{zi&06`!t-a1f!PjKKr6`GL7Wq z6g$}d&_`A-8CC+&Uls`foBrYe7gJLH_Zvus|At9eAl0a~9jh(p6#bGgflv2>ib7s90M{^ikNUwFkr%&UN> z@CZCeD**hqQ_3Mx>8~ZOtki^UP3t1Xs0$^6Gm7bWUzang7&6L#ryPwrxp+>Rjn63l zvV3|Q+EOM55qZ!-^rs7dO8Vpf48mhuxcx6fwh-UImAGpfs8^JJ5oa|1q+2z0xgI3q z?T!DM(U&jwDu4o&*kKMpMnK0?U3I?E1$KbhAJ90RRu+ z%TgID{Bja8jUv2uNKQb7#0y}s2BpVaATw|699;Uz#Dc(Wuc%ilCm1#l`Tvn);Ws3& z;)qdRp8Q&G6U@CI(g4g@r==Zy1x_g-TdL)mMsxn_CiJKy(to>yiznCKujJ=1$y z5YeTJ-C;B4;`p|Dsz}M>$G$1*lRZGN5Oy4g=BBP-QP*!m27HibU_FL z=z)hZ)knJoeEdtwuPSWOAFf-WKNuGlJJC5Y3-e1{_PBB)a~K*24BNWpm-p|%-1j(G z+xu{Ss=yEafXBOk5c8Acr#r`d+dCBjGFfHdG~d^`A0PJQ zhJr!5_`Erq9r8T;XU(q=Z;jZ3)r3)^gf%3Yx6E-X2%5>;HotLCXsKv-cTZ5YBqjSX z{Yg2kI$s8r$Q6rvAC`9zM8AI=7<`5Bk^SGJlz0ICUt3D*q$wsEx)ylmNyK>+cJ*LP zcDAjRFY97~5L3(KHSo0X1aDne-u6Lr)30^i{Iq`t1cc5rQA4yQm zv)4W;1a85$&)QxyIk_#Z$SVW(?xiK}Ss5^O)8By$!x53I&RxkZZSl1Ol>rH4e+cxlOdEEvB1__D$*R3MlV2#>zZCkxo z{F9@#o{b~mc*grRy~S+*8=d;HqO|ne+>ZoNGYOXS;$Yt-iE3dr%-DXj{|zi9^R&Ld z6H4C~(T2WQ*KN6&0?(KgS%v&zb1>x{7$QZ$G`S7pA)DD3WhLMmg@i{1_DPQk^Si`A%kQNy zh}zDRSC}7(!c_%szjwsdGtUURuD`D_ON1+7)fpGf7$0^^VJwJVB+q__R!j%6gP-b@ zK0SWtXCA5b#8!h@d4fIhl!C{B&;7ah zXE$3i(88He9J8HdLj19QKCh+$!W8`LEa3V=^}kzAaB?TCyb(<6N;H@w0||FWYW3K= zb36ZOnWGP|Nx)cPAqO1QdNLyHHBdOp;vhIuo7(nwaG-$HY@9I9FlaQhRE9mx!>`~z z_#?H_Zy_IsRQ0eE_I0ouM`kLa-(?IxrY*3@(f!`=V%}bg&)Ls zKkJS_0HZ^yD$DnFLKONbS{I7<{ohnx0yl$Xo&IxfM^mvzQFV^yNG$O6<+QXu#w8@k zTUc0V+7m;nPnng>;j$oe{D06MzMAD{K+;FM$nb#^1`gDXECw*3UxJZExNYmB1+`Xg zJUl#;02H$ie&Z@)23^DCg2Wjb7$6Vp8p-D1!c+xmJ& z5BjLkPqS*B68&b<^oK|MP)BO^Fb76VWacR(_5(4RsnZgOMT4ZJc@2Z8p8eN&nldj+ zOG^{@OuCV79YG|Ckxwq_#A>3UC(Llb^gg}%5KjNZ;Jn$ik4*A|qnupGV{o3`{VGLL z-2+Vx5Rkp>i}Z*H4~P5k=+?XdIQYk78;9W!hExg-p_?FsF8czsP$ghk78V!7Fa6*s zNX=fMf9$FPpg_|mz^#W~o?KG2VLd-(34lcte*7?!Q&5P7B(ch<=mc%FJZyktL`qt( z4s!*VqrSS=i>5#c$*N8$pj`tQtomdEKMLHW_nepHpFvdwM;zy^nZC!6gx8X`8*Ftr zqipJ|8V#@z96<4CB<+0u&v^!v=0ZbrS{vSD(}nh_QubRmVUyFZi=G zT5%f2G(PWp3Ab}#py=5^ZGIK>wBQ+DnCIT0knVYMU0q#Gap>Q_G5#GA4|@Wry-tbJ zU;o|#iX4Hl`F9Qz1XN^VA{n*2^kZwb(F}-ir~xE!K`5{jAc{{3qkH5ak^dqodlv_i z$cafwDOxcELO?(%tG4RjdmSMDKT&>=nQZlG1t2TT9*~IO0DMf*kyq^z!|ci-FF```Y4>BrH|;xg!}Z}cXf zMqyn{KwRtNi{yvv&*#(szGTT&O24_KzF0^FOHEUgt#;NqPnAyq=kVp6+HfT_?-t!05%=l;&oaxtO3m*)yADl{+EVD|MP-7O(TT* zLMc=>qV6iCm6g>Jn3qxh{y1Y7!`~*&GiK?E7@!Y0J9b`Ta6H!sfG;&T9K9y|_6lFh zplrics0SPi1brdl8a+S;u)@0$cOk4qbOF7ByAkYTMh4H`>Tn_$yn{*T!%U9bu-_0A z8vwmpylVc^#AaG=J0KA8D4d9pkm#2kfgwPqXLJvekJ@MXb@>H&&xQ47-`m`J$Zp(& z!$VD0zqO;R_IWX`zvGSBig*NT0)TSp{GKSfRVPIh$Xu!l@zS!1ojXaX1AS72-`ov& z0zF-s5Vi`=f*|H$mr(-E1E#|=9GTKqplJ0X0i5W;(zHhtE)^D}i;N%u>Fw{j^SL-K z2nVG8^Jb9MFIc4!eFyzVm4pzc3F1$)gY~QFMeg^NfnJk1!1MiMXtR};qi3D%n|5RX zoyw&F;-`U)SDEk!G&Ci(b7~<3JBL}G0P?nArzEn@5@7(X4!R;mR^Q&oCDq#<^Fhfv zkVJ+f&new4b23)LU1W0R0Rp0{S_N) zomK}#t#C@drz=Bg)28c8YC}-W%)tBDjN(iTVjKZ(*(6Y?>+J4EnaO~I>fPAFZ`ORq zgg6R+`|A5jg>Q3nGb;#Dku-?l$iou<2~>@*GOkgJIu|#A*d?Z-%QzY^wdw&sf6Rh~ z>%9_#Yh;HLPGLz2B6e}YL(5RNXAUy27)*ul^bBF{hu4dwks_4ng*blNcDI@|Gxtjxp{eJ((MA^uiy*oKsv7A*fljVaeU!WvdtAB&U!Tsy;uSM zCy0m+0MnEx^sUujy;>pN#DxZ?b_n;8QJZfEz8|nc3wAB%2h+EBHlWA|Xh(MXLNHDn zATqToig`_Q0-=^_u`k2JF3FKSKw>YghW2k~Qo{hwtw>7LuWlEMjsKP-JJ2704;#U_ zhUeb{fNUF8o6x%0?S+-+O#MN?;l04XV0+fr*DKxjUWJ5*#{p<%JkG13RAGn%O7qzC5mKnr9B07_7c1dbP6 zx;4eBJy8dNOQRpZ5`uGYa4+*7%pJu%*eC^BiniVROW=fDhriaj<3AX|wp&k0elSV} z_5yt<(SvYk>N@cP6awo34(N~U(r$w`=#|l&#nA8n(R_CN+l_4)^Zme@$xipTG|~yN zGy;u57V%vt0(T^>zFOo9?J2Cq|N8ao zKh|hh!c3MjvK;U0bz1ha_|$+g{pLGR)1~e-y5k}%lm$)uH;N8>eUEP3dBU!7mnanB ztCwEijbRs_O?U6pmFa^J$e`=r}|0K6=|0~$U z6X4(bNJOuhZ64qpTPjDRzw4sUZusPQdQG$Nxldbd58k>LAPG$nb?0|GR}^5gaM!4^ zRAEjzMFFQ*$7b7?v_CaV;CMA-e~_HJaO;#S0qi_nVCTrMf{bEed@Mx?wA(I%)pxe; z_V4sF$NHl#dTfsc)1!wRFD?gsbnn7*Sw8^Hj`rwgCW46``_{6>!SZiw^kZy~E1hNi zYzDdCxO;DPiaTQa&Kqq`p_ZGJU!4fZ(sTeR9szyvin5z=V@Sb(EBHeBw+BEZ#cL7- zh<1<5CQ+siFSeiW?CpTVHrV^KOFPKg?DTM4*(n6D3)?34JV(DOH!B^^#j!5FWwkWZ zJUW*H*ocCo0S|+FP6xcR)%66JTCD$hT0lccz+&!@X|#ao)!g!84Gr5tP4bbx@E2iG zK|GXMBI#h2st)%Uw9(;6(&g(8Q-a)azo`H!wDxu{NQqAx!q?$fgXg+?MJF=)3c$K^ zXTkTSo3L|mQ2Ur%nl@ut8Crxce-jwkInsOYXwBTGuf1O+gyb-h5Z6{Ll=QLHSRXX} z&3u5c)EDgsV(yyb1LbiJ$8O5eOY!Jlf+yRW>K4AL5!>|41s`6-z4pp!e47HEv(^jj z3!4SO(ZnxRrM?262~`GG1h(>5q+SRib{totibJ}scWD&deD)eRiN>^+)uyXZjeYic zm4NgNhz;uA7_gb}kgz+SF9R8wx)vLqw>Ki$!EmL3+-Fc8_Gb5z1qj4ym1O%%y|~sg zS%@RSMcIjD(V2b<`p=R63+{x}9?Utxe}pO?h|+`#ncWQQvl+|KeYB0YKKOGD4CfT> z9!xDU^!i@nUZfm?JVv=}9+9i|1!95l1Yv#zCE7*z>%@ke?^=Q(y=A*{Ze*O((Ra~!lXZD|(l zFTTWkh@VKEe^?p?(<*)^z<6n*r&-^{m;ca9RnD0#fHhvj*IrvqED3jQq{JI}E zf^t7TIiwLdrn=5wqa1fOkG?d*CRjI6lL)MAw55H+#{;uqVK&V#_1D$CTcn%!YFzKk zxLiTpDvZ)qMRctalgCbGJ6^Ne#Q#L1G0>3q-f=o90Bh#5k`R&+DHN+r4m`_Bof2a% zE+=A)qa(T%@T@}I_pWw5y`G^%{EH4nQ828N0lFH zv6uc-frb0aoXJsMd?S474%hL1r(^}EuPHP-BBlAHw|Csq3;`h z`{kj$bm^#%u2r{d8s-r=1zJoW1~KwiG9s<7{Q7Ng%;YYFDZAFVZ9o{i6?BQg zX*%s0J@-r|>-z5r<4+${IGt>(fw;}|Nz>~O^ zB>o4~I1P^rlqfzLYu+CZXz1^ve?E4)Ep%#NVQ;=>t}FPX%F_6Sf-N%H7K!>0X3bx> zcgJR1`Z-wMR^VGKOI~Y3HGFCGR?&Gq!7yN^0%QQv2@t!qu3n?Y5m}}C^fU5YmIOmQ z=Uo7AJ~a5WO@4arf_iWn&TVjCVBT{Yss5gB=2)bFWDjmeL-=m(cMLP`a`vJ}Az@!Z zv>JZHdlIO`6RXMAt zjgoL$>!`O>moiOuE%5@_h{L0iMy=elcHlU5ee3E~xKr`)SH^{9^Tt*LNNd5lE+mv+ z{i2#VR-`N=aN@ktxrZOXne^b%L4x9on^LZI7Y$JxtA!ymK>m5xBBGuC%&Q-!-OM%5 zas2S^LsFViQTg=7w-2YUkwxo%62vo`V!tV1?Gu$8f3Is{;-EBBBKM`u=>+0lR{e@eS_Jdjy3GSzvPT(vZ+)7Wk+ zY)1BDWAoI z)6lDAC&d*|Zp*)i%6ldJu`CF!us3X0f6thI40I*=D;J%kL?Gl$2TMkar?DXidr34( zBv!p3W;J13#YZ;is4oQ9*!1%cErfh9$^_&)D!-2vT4{Prk>feDSAW7Ld~jX4v$H;~ z$)$TfxvF-M(Ua`ObHD7eZ_8pt^bhN@*IV%DuQz7grWN*KtbRI{3|Je0&d^~H{34tO z>*h>%gg2el6{&>wTO)QYU--4mIqLnfNOH4DCQ|x1bf?;g6MyG*j+{!^KnFUlXkZNF0Z=DB#Y zvj>nC81L_I-8Ji1B~%JQZVcWEA=$3KvmDYn8qnAjc;HlDzaZq@+Y`pHpF3SDNXx&QT>}DkZ}EU~CF3gZtow=4WV&v? zzhrLIH_u8&bpyj@S=Nm7N9-C{&R4sZ*;|)Px|xs?wa}pP{Lqk&y z$gy*x3u2ZrC({FKCL|YUXH@d*R48N8C05q;vTKiA8t_tuq_&$R(a``FQ%xSwt`Nxb zzOYaArP~L}CTZuDgrfB^ga-@bV+r6kMiT}szzfLj?@LJQ=X;+z7i#Y)=5XqSi(OOQ zZpo3~Xj9W-5g5>X)auuo;o37TztME|OHt-bDV>FHptS}uAR|q~9|rRnQ8VAIG=6Jl z#TSA1)HaJXLnbr{0%z*PJ{u(25$YeWRV2%)-Mrn}WsLA+A*B@tXqJyPc5m)De-Ur7 z>HIVt3{3b~C4%0EiNL}ghYO{K~{v&m1)dJ|KFnj;_ zty7xZWj`b*@$LgmJH2<9{{Di9T<8@zqU*UhZ6EMxK4_s(zbut$a2sdz2$NjWj%eS6 z>y$c=9S-6<`7R4|`{6=R9vT@`d2RFFRTtu|@MibI5TvLH1+OaGwci5$o$arI{cH-j z^FH2cBu1G;fe?6OCWz1^G`sF8b9VX{HSP5q=t-0@u2R}v@c@FN)gtk8II+R_Suok9 zf)``B65HsTd1fT;RCHO9P%LurJ_Ut)VOoWu58qu@)N%Eb;#ja%Bl29oS60fD z?L~xq15cXJ!j=K@rdZVI-ZX1)nN$OLYlR7`9hNhlFZ(WpvFcbFeM1d=tI3ztA*Sl? z6+{Zvkwx{aMba&2T)N#P#=DjncZ(JyE*?#01q(5=jau8-(D8W(j7nC5<&BGN*)G?< zc^i_Z>&8OMpF9-=u4(kfi+&xPl|<*>e-HZ;C+ee;Vx3+6SLb@i`z*CAg{{TUGG zKb?4R;M2&eoM7`sEjGcEYTXQSQW-Ca>o?4z-vI5C!T#;!U+|YD#c)Y|6)6>S4vuJ$ z?V@T9($xBRbt{VO+2Vt@NNFxlL!Pb&cmzU?*9}@)teCQy!GRS?edWM~7^6f*QxKyf zdN-r{-CO<~_h-FQtC3N^8NB7x26ktXMn==RW2!H^)F@H3kL%x)d|-}gHdL@{Y@R&i z7hUR*nr@8JwYRkJNJQ4QkIG-6&3ZWO^BFIlJ6j2Y>QO)4l6axByFNC3)pRogrmrHENB4D6RRI9i4}3s!Ecy z@`uU(MvB*92;#=x=RtIpL(OI%uA2-`B`8L%xy)g5n_03W{sIu?LawUC<~KDMM934X zyAixmK$(40K1IJH`%F&I*=xy6Ze~M&TJE%Tw_X2rh3!#AIj>jh#EFi_c?9ji6i%c0@g!?>}jx#i_B^mmM; z{se7}po@XHOrdV;-1<2YAD_Fuc82%CO-c6pu+traoro~?9IYFq^}xa|z3eMcd=&;@ zblLvxeX?Eueth9PeuxTOz1q#Q_+uN-4o*5{IvejxY^B8(nO{@0T2VT$O{%*}bEL9~@)6?4H0UjDiS&y!;c(L9$I zQSv+imJY@rdm_}sV?-5RW{s}hjL37o7|oaKtsY03eG@D@>Mu(1;=%K$!h0?GhNqV8 z;dhxr35V4fOy@w4EY7f4E$(4V@QYVrapNCzQQukQq7Rf5i)vOB++V)8(g;``_-*gh z95;prN3Qs;@eCx->BMc_<$~E~mAj>VR&~lQ%PqR!C2#Ei4K6w^J?|SBh=pQjfM?1r zshE40VVC8NGUlFnxO^O#rU)D>mJB7H;<)|KZ{0j>8}6sN`0qzpia*hEj|1t5&R^6-l4pHH*3m3iAqj0LRI`wD9QV!$1F_#&7ulfA;Bc79D z8ulNuw;0OyucC@o&vc%;GQIZT_eiZM!Zvu3A5r}ZOS4<#?Q(eYo9BUbLh-zr@*6b# z2XHOJNcIweut{Ozg9os;Y=ne_R{lT~JR~9_VPU}-tRp6}+qW22BNY(jcEKAiw+nAR z0OYA$&8lu0OJP5T}vRu+D~zb>f^PmOKqtGopI?uA3lA5*QlEaY~_+E z-`E4!EP`J4{E~_~CR*FRiSF{=(PrDaqdFY8ukmcTTFqco1+#KvA}bVo@F{R@V93KG zz-C5w223I38zPv?O8h|C9fB0STiY9yXxeEZ9pk5G=w@#8ysT4h$2{XD8SF#_>M-I{ zki5$eXI5Y9@5RwTZ%|Lrc8aCGzP=J9mw*6S!ze$fQ=$SiitIasNp~SCDBtw}pIZFy zF9lOr^Rg0YNhg1le)g@h8{4iYS`wcp7tdA`PU&`y++uKKhzNJ~6#8MH$ z_)Z}n&V@Bj(&*2_Ib$dwEsl1Wf9`Zddfa6{$!Uwwu9hSD^_$0EG~9iE&WUYpKzw)o z)?^G~%0^|C5_a+^xAy99Y{HE{Ko7-F*Edq@zD6_0K=I-TT!M1J-oxP9mjC&O4%_+#bW;qC<2*5Vo*S8YXIcA;7(grmZPRU5wv8}D%JiN z{n$SAS~XB$iRzTr-H%jjRp4ocLn@<66Zf*W26x6wzWrbw9=^kDt%7Kx-8AMz5Rko4 z_O8}fqEBK!OcyQgsOi$t=gRjwwYfAm_m)pucAXg!+{g01AU(o9J>O7Q2Xhnsta&ei zYh2$7^U`C0|A<-n`hpdPv@;1#QD{O)vw$3xy}Leear&v%RMWd&T~rv}^HlF+tEY%h zcFQktY5`uyl^L3>2UIw6;}X~XXmK9*&?8+k-rV#aE?o5r4;pe3DYdV1<>$Evx>&lk@4Ft;F>lcZ2hZ{OTv_8I2y`UeVsh=nEj>b;=MRH{& ze|5{qh#KLt(UNrKABjAw7`s6b(_{W5U7C(o=FYHCpwrVfiP3DGFOkRBjrE+`35;k} z*uE$*Km{GRMqEnYo~R)Ev`>Eix_#X|I5Dz}(&LcKBtsk^opqZ$4mBcEr~<=#M?pX? z9+#rJ2E2s6)Tz*8nf37!^9cnsxA*I`Uwvg3yI#gp=gXgTe@V{9mtCMuRaO@_^KjZC z?W#x)4=)h`;8B1qy%&57)X-s`vdc~Ybjp4A%s_vE9tO*wk#{&VKkw;~AWCi$`%O`6 z(iib~{9*IyZ^`bzJML#@FV=DKsI5nXDkz^0wLdsdhs;t;%_&maVynj9^14$}l9~~j zr7CiBh6icwR0J!(B8L6)D#Y5Nv!s1-bGo*6O$^j}DL_RBkru<<4~4%T`_jXja8 zNj{%~Yiq9_-8g!gd(CC2>=~No?R_NDQZFskCz`*rBK9+Fn0G7)bTp^wIi-~ZaqfS( zmT*Wr)yFj(HwM=2Q4SF(Of@yMPJ0KQ`Kn0i1Cg`RlXud)EiwT*7Y-T1%4KSsb`1#F z1Ra#fMA*)#fpjTw%sPrL&aM?sS3avAl#(+rl?l|-*5^v}xMR8+^}2F-g#aFUhedw& zhNw#Eeq}HK22r3lHw2{pW61Ny+a4nHH`px>?$dcYQb#D>G*UmgB&=mgvR3tj*iT;% z**f!fiot90Q-%lo5z3y;4@5A4RKb;?zY%I8~a8)sOr?q2C?@shMu6NjJ?7g-X+ zN0nWtRHREZH`Io|mEcI^+Uy)0BmlW>VID5DntSZ!5kb^?Xzo=N7Bn}VyK93jeK_zA z<(Ond{CjO_6ul#%PCHmr;QMxa8SSRLXZHtN&dJZjva-OE= z>Vm^^OAF`gy?+v1?1LSPZhI?E*cDPIkA!}CK6A5>;WodMrhwX6Mgc>wyb6~n6Yge zy`V>yHK@qRN;26*d2E7rb#A##Uswt2Xe$?lG&z~-Ucb8=3@gvhe(JnESMo$jSvheq zMM%NaG#3bHq7Gc&tbB=vAQv+}&v66Ld_b4hEzwR$)y03L@x*o-8}qotbXZNrHyu%v z>T+EwTHD$h`(yY9JzMvj*FG`jk>;|V#SKTrJ*iCEtEkcRrXve1>&YT_ZX!n*liR%3*sIG3kJ0e?f`{rq6koup!G;~Ue z(kniGuFo8>FZWBWZlbfiQZ&pkYoA|RS~XUYiIl_<{|US-q8TPG=m8HqtQKWaWE=kB z?D7>zSoY`2#qRg$5D?*cL6V_gfR+a&7CHxxZXub`d-ju+W*+=z5n$xsA*9j%kJnjUe$v zG*zpGJcX60(~);sBA!ii;swa&y;~n(@an2pE>kt!BFFFUKa%9rPxefQ!IU|epaTGT&#U&WyRx(k|!jxiv-427r1mzv>Gma z_vGmgtdeG5F4D&~U+9#zNqC4h%{8aWG+e1apb~JB1^I>Ewoa9JPj~DAj=;y$gH(Qj z^TWp3-5-}b%rL4o3|-_|RV8ya-xO+YAiY|-=ChUt#ea*@X>**-ZF;x)#rKXp|2^15W2Mi*wSuyr!%rznk2 zqAGJR(hMRs@x?`Gg@*1k@Br8$;`+5^<;NV$!{Xz=tPvwifv~TC(3UkX2dSo3?<_31 z+Y|f-yDon-qELwyAjA`n?yD)x=r<2Oc&V>;+ZK5%mjX%&F7L;0O_ScQpLr@|r<(i7<`yk_;3bV^(HsMZX+tn@?{$2@hK{lis(LB68^YqrD0 zv1uDbS3T<(%7x=@z_=kNyZcJax1js1&(>`eo3*QDrPgm{zOxg`GWmRQ_i+t&Dd2nYGeZLAR~b3*m*2JVV}=Zhd=i zx~q<2EG>V_O3zZ`fPZIOq27 zpJc8(&#rIoxlf9`%*_|6{x<6R`ergSKT0z5E6obJC`m{ z?B!_qdQi*A*)LqTF{|q-8+mJ6dU*5W54&A?6hb6=?z-jE%CMrPCi8K@#>at^4Fy>z z)irbXUGC5Qy4hRUifh|WEAwV;G0MBsX@Zw2`=AY=A!MUux>D0@Nw!8tyL>S49eST^ z_m-_;E;Uc>QNr%#r&3)yW@V*&cZ8oBx12TU=BhGAA33Z#+usdCls+-@9X%?HXs30Y zvOM!_T3*-KS2F|sy%h}b#fziJ=U&YQ@j9&@k#S;Y<>@ldFsZVadGQD~KtS2va0le{ zo62}?HDp2e!b54-NZ4cn%W$hk;4Cw*jc+AA)RjP3scn!|& zFp23q^?$_!2Ru3$mAbmLr)MWXmL?-`LyjQNH;`BSAiAq2J|~R*3dV$VJ`$1wrQxI=g#a z*3XOlhi-uT9F`9bzPY-^Yy51@_RrTu zVb?v+ilt>C_YzGBU)N)i$XY7w*0gbOh-I7%1kw>9!Ie;xOs~#2k0j>GcWAd3QAm?sd{64 zgVjCZ4Cgc!KLGE1)3}*7y~3WJ&&*r^g+llg)QN2>SxSm>-g4g78+J>bJlL zqd|`bW_Vs(YZN_pQ~8APD7@%Q7rFek{b?Dh1T})&_M0u^22VhidJQ0N2G88ygEhRQ zYXc$Y*#6qNn!Fd5PoZtymtf4$hYPD)EBwLN@4ypk+M9Sj5~E=g2_s9vqKBL(4zGxX z_r6}!BzKsyv;yzTWW@nE6Iq!9E65s;z`92({Qzc`?c4+Vdfg4MGO%|c3d+A8#^1jcwzRbL9B7!ky17-K z_>N}z3^J4tefhG)eoySmu=Q}~-qeGgCTDu~W2xVXA3w6=OKs@x1Lg8~hbT}3Qr9c9 zaG5vvdeG#Co2!Ax-SqMFkkx7r3x&Rnz%&V{8UJsb)=VIfnx6qhBr%2<;eY%1*qd^4 z2t5Ug@)G`6#d*=|-@%G9PjgC;HwZDE0!K{SxS3txlg7V$hX>V^E!A&y&7YY7 zMJzdizCVI+#KgqJ>|}qv(xivDzzhPN{sD69ES#M3{s94i9X1quc6P=+{Ys<>5{?Tb zp)Xy12Vk9x5MA?o#;Wkf_$yWLzZS)hjM^eoCIjSRDjuZ1giMGP-(Sv(3%SXZf1Za?XT|B z?##Hu?y27X%vuLRZRY?QS<&6oqf75|_S(w;V7kYKhld*+etzbjlD8@WC|f5xP0*GM zDSCSP4WMw3lg93~N!>qq&-0>qWzp%U9PT$$pB|O+; zvMKCn4-^QiS)rOqOURrEwLOO|PcJXl$B$<$wbL~Z51~r5z9fpgU!C9d#jx@NjmgO- zw+F+PLV-pX02+)yw3QyYVTmBoh*<@S8k8F16_wjBDR}GSK|B^)X1%TQ_uQc6u&b#wAzuiqRm%Lu0v)4?9d5R{r{cqOb>QA<(SgK#>eE^qvhYV2JmUE20< zA^DYKH)saM=&pl;xhKZj^^SSsWnlNf;>!r!tY_O_mHZuqX@}&_(qv_?(0O`#rVia3 z>HIa{nz33&R!sWSo~)YtW$t5!n~!RpnxhI6hzS1 zt!H+?L@sBZPe2;{=ck97ew~p1q9Z<2Els_BH7Gl9_~aO<{2{m{N}BJA{ANgGzGz+u zy=Mx-m6*rO1v3BvUgqBlo>BeT#iH z%J|SpoUa)OyPfcljg5T=B`}rpNC}CEs?q^l`a6(nrPCA=blK9g*3n5G8y_F1A}7xg z4+HViuh8-orWtL64ciW{zW?LobOU1bNT&ta{;RIYe}@kJ&uu6)abzWwPK(M~bgm1m zE-&W=-hRBE8;kzxpKQ?V-uGbm@#xEGUo5wNLsiEd{dA<05huv|MZBFfOI+W;^m+lX zUOT|Cy1#?;;DLk~t0ACZEv>Ae_!OTUFOj?bZYL16r7kxJPn(XWbNz9tnl8MIh%)82 zq>i-oJ2V>oh^z5s2fkSFsKtOadAAjv$Xg^NKI-JY3039zE+s8S4&Dqy3Tj|5gXDoD zsE?rF>DdHQHwda=zirWL-vR!3JZq!v!bmJaGELA2EEAY3-k%iM# zqFdW9Fs{c870)$W?vFp&yTV&R$An1&hYQu(AWT1`3wQveYH*n0@&48n<@ew@20)4* zRK{S=%F2R*nUH|$+^<~_^@IvUP*{K!qyR?gF#x8Y>_v>_{W%$LO_iUjBFu|3s?b7P zLj`2ze?kJLQ1QBy$abI#xday9S9(oN%>kf~k3P$X@Zm6$jnT=_4) zj|p?2q920#2C7vcQ14O033WgGujPW8*pQU%WR+zswAT3Dc1=0Bx$PW}A%hHQ?H&W= zPdMS<3hD$YrFP9&jcTr`{Z4Y_=SD`E03RNq1nN-_O6m(RlNn?c#gh1tX!IBi95n%#VnEw_HMCnly0K=}U zXL}4(Onaf~7B~_mQ@13k1rf8B-eAFQ&l~=YIVJ~@wXNV05EKytJ_s9Boty(y zGp(^o(bCnu7x{QM*b}H&{MFxt_OG0pzj~)3@grI-2ocBsh|R{ z<4TfwKVa`T_F@?N*&{}rC^m3OMu9|U79u059)gKF;VKEHDDHG!nrSpR)ckkBy|ydWPGw&pa6 zn`6vO;Wv~2WP8YY@7^*fiK3C`$^P<u8`OMX+D~R)m-Z)_pDWdHC zFV(iR@(U`>CtHo%BG@Tfe$(Kq`zj(637EMRBSY@yeKj{wgc%++MTHcXU1uY8!v~>& zrDzq$pcrBJFq07#C~N>6BcxhAFkG73#Xr{oRYNT=5ScGPNrVceuq966FClZ%tJz#DDw%=y%No z{*sz&gJGE@ZiKXu;Y4vU;t1qsNZS8s_Bcc_kmbd=08SO@W+Ko&kd~FDcNVTPLCarP zS5t#?OW>7&M>Z8B3mBM~YJ*T#O9GGKb{!E{;-ZbHSo44*%u52a>VzN(m7;xqB>&d) zaRZN%^zOi5ce(@s|92t>l}BSwPTa-pjnomto0o0z2KxKa^A?AcH*ca}ZZKsJ_52IO t|Gx{b|1Zt*|Kdu5U;iKMKH2c@9|2F6RU5}JBn*7XJyVh{eQMqYX$B;R9zZy@h=71J3P{h;9b$lj zbPORS-QD%=XFUJ!erw%z*Shz*);WhG@Xj00v-hv|`{Is@{60oDMhphCPf_8z8V0j# z6oa99yPFRFMoRhC1Ne`);|*;`bsJMh=LhyC8080!wpKQdRu&JroJ{N;ENmW$oWJnT zc`*Slb4N#82XP@G>;L@|=WXoGgevs#b#N30TLm2l42B7g$n=0JNhZ+(gYghmye@ao zC332pA<}PYV`on36~S-P{j}2QU^Rs^FB($bVM7!WSOU%%EAigoRpNbD`s5VL-H*np z@dC*T?+A+GJ5?L&UNZ|4B2JZ&A|j-b0lQzn2qA^_h4t?Xrzh6+wNmb!V-bc=$6yX< znB7?E+C};Lq%1x9FBjc`Sjt}<*tNTX3jNJb`aHWHJ6!KhOE!__AOno{#WxR>XuIQ2&Aq6mgIMPp}sdkXA~^fDhlSsH7u$~ScC zFgcPM?K&LxUgmLzZU0rTa+}_=t=FD0rS2>1D~gO%&KC`NFbd~JPPcPYVQi_JJ}Kjj zs@~+{h=phCmg}WAetB*!X(tg*GvUH=b|^EHAQ1vEWgJsb*MJt zavkC6zT>8>BBqj)?q;>&qCeT=V!XCHE?KqTCzURT=bATudHC~JmC_SR$PE%)PGm zR-1GPbDD*6V~f^?Bdovt%dq_Cl~CuEkCnD%$2OQ-e!tTGJgbgBoQH%9+Oy64wN6D6Tawi|?YstNCg8lo z`s(GX40?Ccvd_`cU`}&xYVN|EPH~?utje?QGR-!vWwcR$D`ofR+gIvYE?)sHL&DO* z?71)zGwHaEVy7uxp$jrIB?|(C^+l(lV69HLYcB0mPxrDuOi&74?lP_ksZ}b#H=WGD zkebUJPtizSAL*nI9+Nk{5S&ibFU+FvV)P6y z+}_@p8IZhrXL+aFxp!?MmGH{2^gv9?A!6~gI9znpP<>3V+sd@{&elrrgZx+ez8nG% z8q}VI8hTzSNt5lBIrnp>Ju}Xx8FyfHD!(^PC)+fHU+cUVc9HGPi7WHZC&H`zIc>1T zPPray^J^0&4kIe%o{b-G7~CQ)O?48tl(wmo)NiI&+fEUhFFJQ@LL< zS9!dD#I~f2MqDShs(kj#o-L^`9#xLwsl2W)GuTEW>GjdLve(z@v#-BkUY^XZU!TCo z;~T{-8klY@43V8iNq~wNmGqvW-Vwu(Vg#@5bF+ zBm60EOW|l(9&1kA7>M%PUMs`ujQ%ik%VM5CMytU()s??;$SzFSBugAWzUt0vzoRmU z4>T%mOI*+1gGqe3R~*B2cg+8HDzT`#((kyLD6VbMTEz5M2D^ll%YhHS+~ThwKQo{pUm$-!p||bhX@%? z%PHD6eZWt&d2-SkCfo|14`R`MMe<&6QWBE-vtrYl5=}t>ns_gryr{rpR;|w*T)xA?lSjhTYJv;i-K;VVY;s9#!9bOx_Y7t$0ie}^zU7z zMvcNW>4G-x86W6{{Mbb2r%Y->mdIFKGv5B@VU~*dU8QB>{Re3h80nS_%zH`->3bPp zo?04jt;rtdi;=PI^Y$VJvAD6byiQSlEIiIAjrV!5y}9P}{jk?-m)kiN(W`d`b6g9xJ#R-j0^+;Be`qVv=4GvD=u+?-DBC{4*m* zyCbu`8n?4|tV}Lf;lOQN)Q-BU)KI-f{f)zW-E2mWC9~bAx+X^|lYh3KebZ&^+haGH za|g)M<6>j+J|VAiESf8OC)Ud)*~i>*L}&4kL9-g!lhExEeVH z9YFD%SzY7@>#n>f`GR_R0*-AuW>45eEgjo&_VrRLkqs+*q8C2ic=e?Vm97oa)I?kQ z9vhNwZi?Zlu}gC?iPLdYyXg17&MtLb82%vXI{$Cpqi!~{4X6@Ry+STtG$c9L#$USz z%XhZ-92PQ=ycc(K-;QK#*XS_~lEGF6`2&;!yE1Zmeh*u9w3K_KHLI}k^95?pEBHpCtF|i7tE>R|# zYz~~9Ad{G)2+JKGqzUWaI?5h?f7x(lB=V5i#wX>7t0Pg)(d8=i`%ml+7BZB+mvO(M z;SIaQm;AMbdYP?_(Itt46`4&{BKX&3+v~XUsGih-MXzg{1gXvmM`6-Z^7bV4=j7OL z?3lNs?@p>$uJ|%Z&sxPvb0n8w-xX?{6+fq;!J8}W!N;xnRm?Nv1#Yc6RiIXJZRK6gMj)HUC$#l+a&zvq6`9;eclh@R9Et=1A=6(|RSRJ~n+KTUZ z%GMiIozI6pZ18cjhPB?Soa=F)$^AEeRiSDuMDNjDeXBcHK}*uzul#&}LJy=W-ZwsL zNP1kEKUNx-W@_tY;z=ssc8j=d)AJxOhq zk4c6t{Tll}_q`2U8uf?1>6ULmky^v+aql}o&s)0t_$5_LP)qqH7#CBzxI%RFCsU#m2NnUdm1+zcL z#+KB=JT_N+J(pG5V7oJ{L9ws81}O14BW(uM&vKG$+j`3(EGJQP%#!buXy*DZo$l@d z`q3B4kK4vuQ%jj;JETlBpvYKu7vcB#C#l_35Btok{%O@E>+vr7^>AGiN#ER6v!=PW zw>)`VIJaKH3cIMwtMaxh+YY-qu8|Vj@SKX9cJ9^2oIf+$hIsOtJLF5xR{!Sb_lmE2 zvEz15q}2E)^N#-ElSN)vohtp8j2ut(@^{J#P)>d&+ivK263Z8mdbd-V9!6J9u;2 zw>k!}t&6sk_`ImblP4h#*G(J!7p29!346nvc#G4B^Ht4x)_T1{qQ=ec_}RXS9q1*nIjdDG>Px~9kWr_G7^4V4$Szk@#URCP{ z&nb;IO(^i0Y>lUqCSM7a?Y2=LE4Y=_dIrlLwq$J3;p$n7a@FAJ)S$C&Jpn_bDfbjceTU-pPyqD}6M(r+Yt0uy~_1Ggm>=&ctpU~Qu zY)Q06)hhq`gxo(7$>x!KGQ#Jf$ux^LUBYKw2jWvb_*WHq^$e{M+eZBBWS?ENhsfd^ z_CwWcWxR1IpX`0<_GPJm5Z0Rtz1fy*VepTsGHzbgL#S@VQLyq#;n;yR8d)PTO0)HeE$UqbV!uoN*XZw49z zFKzJpHtII?536r-T42k}1+#8q_$JbV*!Z5bDW2#y?9iZ~+3|{N7C6L^f#@F2M%;*H0HTX^@R%~^B` z`7s?THCrl5UW=`KKDN}FMa_PccE0+@gqbYisN$P~=1*Rv>|tIvJBoQT_Rg(*7si&&sO`;}?f1F4IP%jX{KS!>`D%Vb+WVU~5H$3R zxZ*GzIr~2MN26-hde2-HZfkR)UV1-2t}X2YV27u~fty?BRKa*zU zQx3oQ0ZP%m})orLpr z!xGt$lTF%Vm7$a_3y#%bo!@=La|?fBrf7oLFxipqzadUDQ}bhF=_`}W>Rii2%EX(? z_R8E}fi?Xx`syh;u99=Z|6?17xP5@NK!38n_8r3h2dKG=Ew%TAJwv0Mq~F$p^;6e5(ps z1Ah9iWK5@Sv&TufFRv~%zAt#qD)JP5Z=_y1ABs^gL#YbSylzZg{dr8}%X{l1?I$IH zm>=l6*pv^ zUL&zCvhgRrYHPrAo$z~&J$tw; z#xuD)-O;I^<3e}y|BEQ{|MZ#BK2NTmlyDrqljBU$W@Npiv!;F*HrD|{+3^6b07N*? ze1;i)TD-P#gL)ED3mz5p({+^*it(cj72%g{rdjdm`?8LahZ1I9o$JcQg+>9wcKUfH z)a5K;tSKRcTmDUuXC$E3)ibeG)aZvJC8-x#hM^K=XV;0>Sdxj>&55e{fJ|NAMgyG_ zBgZ5GGtsS&mSXBMFx}ZL!T(NLZiQXpf;i#WloTA`xz5B!Yu4aP<`tH+yUX&eIv$d- z&Qbf0U-~saT#Ix5ZTBo4Bpi~A%WNNmi~%So)>UuV`)hy**7xdWaHJ-*9?^HG3YnLCT)w_M%s<@K>$O8D9uCI|=;c|-6VfhPG_BI2E3kF@ z5t}GG66x^9tYH_QGbk>lCUub=<7ASJh*@1u#G|60HDu5b*jfqb=e^(gV5GvD!{=A$ z2Y(JI_XC|eH2vEkRa0-q_x5*bk_@_urOUc{<({Qj+X`AwIMpq($TT`TZ;@9&_`?t-L7;ql z4N7;3K2~QA8eIq6SSyg6mOt-e(gylG2@QH#Z8`FagD$Y4G@zvYlM)qI&{0nBr(QH3 z1$8WEk5Ea2jMv=vqf_%WLP)%*tdm;N-+(P=4g5qCD25G7qSg9nW89R#%ytISP;UCM z9rlb2V$DbDCPqw(X7uMT=U&2y&K%j$tJ`z6pMIynyzvxM-O$HZ=jUTLr;BIu^b74> zO}FZ0c5*<;*(eZ2zbWf@AeKi&SArN|0isXd;#hMR2tK$cdyX#K<4wLDj(kPE4F9t} z!WMVrU6y=EC1oWuGl~BC`Pwv)zfaR4ANF!5PmIT(uEUY3M#a>&$!ZBN4TS%ogXDK;v`u=Ah}b+?}|8y7P!}D@C?!yyhK!JA0H5 z4^^em*$O>)v!5Ev=T)WG;x*EBTZijoW-46oY)8Mm1coPTF~rV(g3 zp4rT2Zne)3)s(hKY5P-_$n&y$Ck3zG3}n^`B!-R9GjS}64voZkd9GfPAFm|ZJJU{n zJZm3N+t2)xt={Bk;CH9VcDWZ4=ww(-Ml33?88-wSi&ACqS$Nc4qyum`-JsOX37&G7 zH`T65cuY$ZERi-{d9_GfoF(}7>HFKA^#NfSgZZ4yEvx#_2R{H0Dj$@wRs*-OGlp88 zQ@P~M&yROa0S#j8b?V46Y0JfFF%9}J9z(z7-7d!_${-HPg!BEG?&5r`*VfV{>&}ZC zaFuC><(`_rd2QF$4{PZ^0HtQO3;hn};c?c*(_Eer-q4s_+DZT;aU}J^N{YTqJ|;nSLF9UcNbB0}}C} z^4jI8t|>$(pW2;K3fU_|hx@xA@&e@i9|RaR-z)3+qF|Df4 zrnTX&vb{-nqjT&V43JZ$j%xuWVyL#a$8*EFCV>0dWzS;JFQ-5l%m4+o=H*eL zM@J1@K3I1bwSrpAxdA)xi$mRjzb<9TemhIOcP;E_+ut-U>YO;UXu zz>FT?ku(r3JWI2N*A_Bl%d zS0Avfa8OR{!0rYk^SVOuEdKWCmgJyTAlvy;v!8c4jU|NY!XmY9&v;V0gZw|)-LWea>lB8c>FFkam@oppN)Y6iOYX~7 z5}B;+BiFOF?Z)I~{j zp$*xrDzk)GeCAgK8a<#C)2b9v6Za%{AXBMDoaCpGu&5Xbv`5XW~d z-M0#_iyQnA@YUBLI6vQ}x98^TV-G;`^9$=cflkDB{70<(Nin9PTz^)PN~KQN2BQg+ z;Wiw`O@^LpCNdks_Ja!iAXU+iR_HE)B;WPB&>k*cr26 z$A;MlC)vP)gU5f=ee}aK$#YD?W6;%?SV!0ON3#V9sSqEoOka2yZY?!{E6O;t51Y302m-n^wIBjkumu21^X4?5uE^ttpO|;Q1@n= zsY>i@E|f+Tx4qwi`r}!AI@!iE`(j!Uy^5kgdxTEwpWa@x>;66$b!tnTEw)VO~*-2N9xWw`L zmGBUff9LVEV{CD4#m+VxaKk805!BjFa>B&2qXl||-tV5k?}3aSH`S3{Rh&^H&q-i0 z2--#}bkPDosibMVC3yhbiI))mTL|W%za9vVuW|-mSR1Y7t~_fF4;<0;Kzyi>VGlXM z3q)MI>96M~?N}j9doWVgCvZ{Dmu^jW9$Jz%kO=FUp3*$%=KQ)jN#K5*_iz_|(`=rr zBvg9wgA-+AzWw)LEKe+2uwWrs0aZeKus6@7<_PjetN|5C>!w3(&jZh_c!F5$(OsC7 z7WIpQL*lKHuga&?-t<`o_M3j~*?wsiLHFg!W$^Pl0Hh(z($k8?_5?*B)ULDhMkP!@ z#Hh_%{p));XYY7+rm1$+iKWLjg5+d&W!K-RSb1{PU^EnNXven~hX@-W_CA2^yVqYW zP7n1*%;y0GgQp@QJCeIwNJZm(8}NX?Vt+dfRS(G(5_$ga6`I`*s!cD5yLVTUg$f6m zh44FoVcxh9E&@(DzquA+Q#OVh_=_11Zk@aE;!0Rre%9dlAA@XDWqxc?&i6nlEWg3I z>Z_e-Q7(g;p9d<-e@I#U)ep*6=o@T2JxxP^rrcwJ&93drx0xAeWNC?hem~vyEy4du zlapu~t}8E{09FRaz4{oL-t%Rve}bmZ^~T9FO>|_BJm}gZxk-!)K1-mUK~K>8-6KM| zZis%ww*Wbr{j{y&xSk?B&K*7={lV9#%hmj($cD}N``v}q_Q63DMmfF?CQD0^06WY; z0-jG>qdlsBUuJXG*O1gFsV(DmO5AyR(x$90%Wj}jq+kWzySE+(V>zEuk8iFmbitm+ z0jtV{7SILgFdYP&_9VGAVxi=te@Wd7ScJN4T&fI!8%Q_5&F~NpOJgchQ@GUQ= zv`0bxRph}8{S2ylSOHG(B-k4(2WhIcjLaYIS@&5~^ zZ)pqF?Fj#5)ZcSNV07UZ{XVuq_706{4w|t5Rx{d>3UYO%^JIG?Q~@K@Tfe^q{h?|_ z#JV$Q8~>P^R?-(#btj=-uf<0BDUggax3@N)*-)yZSoZD)eWbUm_CJN@2c z_raZB;L_gLG+i*TzufcBw-?~j`mgCO!J)f9@}A3`X-@Pvs{`L+YT}#d_7p7B#R&xX zcivyNF)+k&8k6x9vf=BB9?R#j8-s^c4@Bb1@~Q6y6L3+>u$}t5R%UuxHcr+B}py+%wF6-!i@LP@WL{}emVOO7tq&p`kI&)LIfz@5|+V+U)CR({|<_@B+gb+oUlK~I+ zJ1LnaHV^a=WdA5MQn?xblafVo^vOYncHa+klnnn0YbG`8E+DdD005#sTKzU1oMpSJk@Xbv6Y9Y^#6ZH@X!Vp0nRg8Z_uQXhs-s zw>Iii6;RvLj)TpYRpCpo_v(nC2VohI@kl;lJUOvsQYu-h9+{yW9?g${|K(}--x z1o^CR4R9!FP>%RkEg@-d(ajeKjyM7GbUUJh{iT;{ImEgIhS#cjF0u|T=|Cid)DPwN zmDDbFC0w0<+b_X(8QR_oYn1HZWKA@67C(6bmdWg|Wo?)9lp|-~JDH#xbVce0?I+9W zW!PyhW4UZ!k|VKE?Qqk^bcX0TTt4q|ylYWF-36Xp7ucT1)oYti`8r5FLuTf7Te{v# zMwfZpm;^@>8_CB96pC8{&i=;&&JQHiWf3C}T7v%uzbz^a}EHour@A@{RLxCXHF zg4&ASqr&eak5$36y=2p41zXPV^1WBz=Zs+EW+kg9u5YtLGG!!JHBziGd#EDfn%^I! z{~%&>$Ry@(lqddP;&G;gBxYyY_M`f?j}a3vt&g61j2J@cgK%nn+Hugc=L`E0Z-MlP z3$M#2>z~Z~Ki;0a^zhs6-YQg{3|xl}lQ7z)Zg?@-9q?E^_OC-BWfuIK`-u!^36^6z zCjzpk!_2Rq91C@(rd{E_M3s@p+I#B~0MI)1KRMcYjY-Nl=&bVmNSx>*A6e^XaSFy5 z;0elSoYh^9flL5ufR-Z`rVU1^rV;^zbx~dN{=CoGMND7&ow(9OHr4_PFEUCMRs8%( zpZ?HNK#n0BQ{vK4_1nu9P2ZH34@XYqA>q7qxfAE97re+X=D+hFwGBMA%aKd-SzYiPS%0O9 z!~NGTe7c0zSlP4)6q%Vx4!@Bve??Z_R+Y-MGd66rmz^fHCm>7$`>n3H-lik#`$$3P zxw~KFD|uZE3+)rU2;F$H>m82tVW+=|F13^>P054Yw#KK|Vy;-n(-0847^FaSs6$-qwhOXET&gzT+Wtcy|xVVnmws*YX zT=Db%f8=bXO{!U-aI8r3d%}WR&y(kH{RR)v*rt3dj{xl+D7k34ANBlko03KYmwwuE zX-(5SO6OPE$GUhd6QFI(PsDdz%$8-LGF$h3e%w|@aIa6|R}j)K$ne*0K9`GR3}DwD zTjDwtty`h!y)VZulc~pmoskBBk~z`~CBO-ub*t9)v%IJ0Zom2F#8^IAe^FcZD22|# zqbn-lnR+w@a7R^a0Z{QH_vH?=^s7%8FL`dd9G7x)T$Pp!5~CeqD{q4x6(Q-GRU3Il z#PolQJH8xG`Xoo&q+Mq3>*bgSYypI7gJe!BU^Iwd{V4aGt)QO*D=80@#dZ7~h>T{M z@d^j|LAU?T3=SFmfmHwkObD0Q4A_?_sa72-WCOJ!8(^kR{-f?mh!bQ1Msz1T;VsF( z79i*IY=+ag3-Ah?!(Rciuch(y`Gd3-xz%JImB`V3y%!fYVHM{h+ztiJT2*T49paY0 zh>cJLEKnW$t789R_|vMdbtJw{7fqax(ICEdIiR1Y6j}#r5r-j88g`M8krzlJ1Sz-B z^Vmt?Qp^6Z2y#FjeQFkiqmTeD*HgZpbi7GK&r^XbLncN+#X+(d>r8u3 ziUvQf@#7Qvg@uv&e1O5vpY^h0OJJ2oo=BmEkWZR$a)|LLL`*_@^JgA~16mgN92VzyV5=3`5|k7bFc zXYYn~;ei(9rkkI(Qj~bEsAbEKT?;?n%%J=4J?Mv#3h-Inm@clD@!#826C#L%3&?|_ z-YGFtGGNpUOK_l~klN|*Q&+gMyCIGx9!GF1_uNW@T%PoZM{gOShebth4f;54B=YMA z)VICg{d?}8TXJq7{7N0u3MzoG%2S)T&ryHTjT*>AG#>*O4_S;Jp&2W(hE0|RiOe3^ z^RoF)=(H5Vb~haQ@zYU{iLEMGP9GFIX3L}K8yLl7f?rgdj~aSBfTUfpR}btASgDH) z^kdMw=k1;FIHut!%63vaD?FO0K$SZjf)iZ(e$;T1)e-;DFw6L--OTYT($>&+G?VUp zQ19M{4l64xN4Leo%LUx1y#74dJO{Xl`?7vq^PoBF+>bd6fJP}Kncf_Wpc_hqo`K&f zB-)rc76~v!@Cs`pE|bijnt&mWq)H`~cT`MBz##{s8faPn78tZn)I^!3^P zuM~=EF9<#L#pd2$PBT61J@wECS~SzN?bIelDd6Vf z-TE5Cp|dV=MbK!Z8doTH%9f6L@#M9q?Ko1YDWK68B7BoT1{Nl*?Bf_80~YuV1#rZW z|3|CC&RAlM)o8<51&(ToH_h_F`(i*}LBqr^_- zZ4i6&fGCJj9-%Bt#5dkMf`(k!Y$cxVF#XQl6d z#^7KZk;Zy5jh=PeRk3?+0TZ9ftm0V69S5=7y(Rk9GBV~3Ok>Vt#bdsErXY|E8nC35 zd)OBDWZIqe=HKdEPsSG?QxkiXSM6IFu)D8$h=gfo87nG{gV4n~ zfS6jAS^f0H)XwSvQ*W8qj^~axq?smw??68AmyBVysh|Hn^`ARX20WxZ4`lG<#WMT` z*C-tf<7G(1u6kPj?g9_O-!&#~4C-3Uzq`-7Sy7f5i^!<1R}Um8nC=~JvA9%lt2p=p zVQYyjc*O;viKGPatP9kvQaJo)gktJ%B`Qa>*=XfjYLwIL2RbL`2J1GiU}Z3xi$0qS)B zP!o!D0xr}Az$N)s~WeE62;MZ^m0+Fi}gf~wH^R#e2n$8@H0l&E;g1UoeW`N-2YD@e)aPCg5 zxBpWltZd<;?uY@i^^kIdiX^2?R(uXNqd=V^1r5nEGdApk-ms!%zq?L@D)#;ooO=#G zvEWOz%bypsFP=fr&V_fUMyPzUW8p`ojjjVnN3FCjOJseRNR>O)J)(Zc3f7_P=z0Co zdie_1z7DgPTp%qQ=907%=p#j4dE7NAK@W%Z*~b!ZhdqQy_EPQ$ICBf8=Ii>b zrW6LGHJkd$F7rP8EoeiUHq*->dTr!^lp*>%4b-NxY~<)=nbd5a{<=Chu(g2tDJDk9 zu7X$as|zz;Uo^Gv_&@o61fz!lz1RbEEBJ{BbzxGV}~OCXUJ4*^4T- zO=j5QmRr+7e8EkrV9;QGCOT) z6e#IyhZi>(wVkIrhoahBOZ8dpY9DFI64hp)9CnG+OBx|3?=$w|ihg#(;ReesSAp~^ zWQHf80lPM&AGAGw$!c~U&rtbY@%zierB`MDA}(2BemioJ7409el)DdBd3?Y6^osP9 z7C0Cl>`t&zJfaGHmSS(014NBJqa`9Ls-bSS{xgVYLwp7~qe_3c$?5VD%h%XDbIZe< zJs~Nw#_$AT#Ta#Ch8@t)`ZOr$)!X<;EN;87O(gZ6WU}ZB^}ZBujSVPpR;c4#E^XGe z7S(JnaiATwEcs+=i43u<<@--v(sti0M%q@4uW1DT2FZH-x))gO?O<1oakdI^;m2Fd ztPFt-S0r6R>syQ=`Kny^f`yusEAR;EHv-9Orux{?+z^8f2ih?zQ8jfZ@dLODR}Z-% zAMxyb9J#J4(c)bv)Ho?It+0)-SU$$uXIk7+rpahQDJVKcn@YaBpWA^T3m8O=fmz@{ zY`k`evO4x3iOO!$NYz~0>t;NAytYr@fgCEJ^Ct#ZStvXt|8WbH_@~IE0;^BQFqAlF zXU6weP5mZIM}VY%8b`nbB600DC%w5ZA zr-}4@T@de30Hv+a!3?Q-W}CYLCjR)=2hVBU+`4@^o12oA;7aIp4QE}X+0)?Pa!zpc z1V^g!pEscins>IL2WmqS#K^L?urevxiU0~^TdBKqxx%b2{YA!U*z5p4QqJhA{x_t; z+gjJWx1nC~N1B8E$D0UH?e|JQw6}48o$py&%lWfx3!lhaP>gawX&0_z2mpW7U49*m zDmPi^V?{~R6lB@g&MfffbtFUdiSJ(`9j3ne(C(T1vPWn!z}B*woUV5nHT$h~E`?C! zIRH~EEoA?Th`*K5s4{p#QD277Xop#cLuT&4)S1`y62yQ;=F{zCa~WHQT4aGd5>fzC z@-FAAFK?!#66XytY^-E3G=)fLVPN88G1v}WQ6ZQlxlz!f>+|}Nnw~Gmt9uVgzY0{m zX~x^qCrESP1g9azopBm`(hR^#d?_1ff(i4y>3!}q4!0jjt_7SjM;rm*J}+$LXSlK0 zta@m?EB;)C;(q)?@(qVyt+NP|m0=e;eaC4`YLU7JXfz_`bmIi2gD5;^T}1OCQ2vb& z0edrDr0-BG+LM$<*jO$zVB?Vwvn&1Nwgu&5c%l6$jP*cN1hu(J3*E#%{m|F|igL&G zgl?2^uZT(YU<|(k8jMJX5riJeM-a+lSh7~rU)E1w3qDESbOlcF&EOkdK z)G4?WSBkdBe}RAm`caeWcbPylT*KU>!8Ab*4cKgr|E^#9Y4FckLG5Ca+ET1O zmPZbTIgaB%a&9FV_6i&SxQ~bcSelPNQ%)T z=|Y_ZI=Ab#;FE%}+6l|s1ZB1^d#RtrCQPg+J@wE?xi|M_3VC)L7K)Ub%Qbc@BZ&xH z2k>A1+K8@DdfGG;-BOF+crrHhPVZSAbz5ot_`R8@qzm}!NKj&X*)Ca`15R9))vuvr z$)T^IbL9LF_OI8OcP^DI)a?ni99Z?-n7T~5euwr8j3G@YOjf^#zS(X+QpfHocsL1C zS>B;6=-~$j(D2)7xw->Wu!0R3EvhAwt-x1P*~mNE#^#XTg&0!3xE6zZsoT;dSS_<% z=K9^aWCI+a+1Zzr0FCT?zMx! z00j)XulxtHktU$FWy6X++j8wJF8l#e2_yyz14hY!d@acGAS2~*!ObN6Skrf43jGzX z(AeWjDIo}Nk<%Iq-9MRS!8n_OgvYX}*|<1Sz%Cvd&e@Y?%31b(pQ#X*B5akZSX~4o zlsrq1rn*SC8*t$ljBYA1I!*t!fRJ}48h@d8L+7Tz`?r>#nI6CNCJ6d88)pm}v~nBB zNAV}$Iapw>M+jgCUh-JAHPEE|4i&S2@0;fAN8RG?fUT{eT!sKV*DH0)B}tLAGam-J zS^WGT2R7Q2PD*aqB3QOvfbC0LN&({ZTvSPzf@{x$nti4vUoj7@xDD__N^`Kae{Q`y z_dszUWeN~vI>Gv+J)x6&=eeud+DNRy_8#wGyzVG@{?}` z&S(dT;Zq_+aUlq&^)zBD))PVv#-q9^+gWks5ftaeZcrPQvByfF{%G+8Hfr*V-rTY+`OWb;oe(5c9l%{u?!d>2rh9m&V2at(o|nq^w+rsm(8Z)5n^f~=Y3d|>vZiKksU(L72zXKBmwhCAhA zA|E7Q{cva0k)sdFKpu!%I(3m(wkFn>CfuD@fIysSkv>H=W=qd=8)AXRFd#-m`x!Xg zBP}dG7!N+&%Oiqrx~z-Tw2a!1pY`TuH-Vjvh6kY@Ec0?y!vN=0d*)Zj?Rqq=$V{<~ ztj=wL#AXH2!o-aXv1>kkNL;*R`s)~I4LJzVn32n&C@+6Iq}m=Xic?vgLl&e>$zMB` zi!S_Il<8HD7kyBKGQl!-G4$rsNLf`3zTE54jDm~+_oC1WZ6ji9GSOZ0j%SJG=RWS` zcLi5xqzCF9BDvWBDmnnhn+WRW%)T!2S>(D8_kF_}7I|Y2#dA=&ppvSn|Mr3nEa_13 z8gLQQ!5!}DkZKzI8KkNYZXbyM~ z&^b+CJN0;UQ1L*d|MAOp5GYbLLeEG|)pRd^j;NEhi6{S3(9CKgiNsPzW@^0>E`-C6KP5 zsYCzjW+y*AM9_OzU=pp2l0|wew!0zdpeRATQm?xm`$!cm9Pf31sKEZf@s!g#TqDZ!?it7$1IgX1Twpe zoj0a(K9xX38VzcJyz&tMP_+^xks?b)iBrCcoY{*8JwzNEy^w@D|VE4}yx5?@mX6 z%o1Eck(hr#LwBbZcwyY#=rb`qPnlPYxpospg_XIR;vubg$*A)6tTm;JH5r2E!dXb6 z+0O-&uj;;ieOme19fz7-$TJ4It_`d#9hQbBsCct@wn7NdJrQZ!{Rm1z$Qh+0U71Go ztQ3)&x4N$R^)rZ3?h2@IZAc)1K$b_?a5@g7Wk?wBpWxR_8?7k3nM|o?4Dy~M#!yBNIGEhorpzPjv3 z3G6v+!x7xxawz|jLptqSwJGEMZu1tq6ZaMg7?iZb9Wc@|a7_pn&}kx~Nj!)dfNxR{ z*vbkz=96BP?1o@vEnDKoO^N>rydB}I@{Ua-z*6T(;}o;~e7yWcS({5Pa1A$2Z2sN+ zWni=4UH8(Cp%eCwe}$2{c{ACf)-_!>*CToj<|r)>oxPpmFTMVQ97G>xC;AfQ-sr~w zW!_?0p%8$#4e)@t9FS?p^aZRc$Rs4zUoMA%X^-JTwr>`6>rjWx0UBo@sTPQx6)3?k zhNu7D<^!)n;%-wFfQKbjC_M5JKctI`mL|BNkW`6MadnRf^zZBj!0F~lS_3ugy88-c zn=$;0k*bE#)XD5R(HajRTxH7pdgn*#ZO}3oSO-OVFkzapE!YCW$dIUUS)n`<*?E`( z_<^hQ&040QO%(Za+T^p2fpjSn9!J7b=ejhsutP`h#v&CrLd@NBhaV7^FT5YG-`T9+VrFjNLfbK<-@B zPB^q%_c-a3lcft<6Byp_s2Gj@iGE(;3b`~y+dOqjTr#`uYXqaOps{#E6lHhEcs1TQ z+5sw&L%UG|tn*L4|3#bQzHRLdyW;Q(3lWMCQJm(E8w3EOSvf)9&`4JMUehk`$7X_> zB&2yOlsYz6W@hAys9o@nRGZd^FDotVsNU|oxYS;uv>VPQ9%I~4?+uIcyL=*Idj@~F zXc<{D09xq6Zn6R?7)fIjUHK$rK*RjN40{*yit3Ow)ZK~N z6mp=w(&x;_3y86j5M-3z*o2H^4(QbGTtog`l6tQGZ??5~XRYVh( zb?W11I&*8}Q^ETIs+JBoNc!kjq(faMs0>dyDNFus)>}E%`-m;?pR!~=dPmDi)LXr< zn0gk?6+p2XeeCvDQ0oX*4%zt_E)#I+!hKXG_>{?KU@}4z-0+ze;>7+FVh8p&LFIB2 za@NwshAnc5k+=TKw3u+q%5)!{^^#i#7-xZaaeX~Nhx+&lanYxHlI-+>dRe2_A@p#> z{*6D&D&whFVHRxiQ^ccroe{GbLY}{}`T=5~Q~HJaVE#}fd>7}bzW=8}WP-6e_{x77 z!QE7D)L=#VKxnxFF|a*H&*uP>?*Q-961YPiS{LvOO>hd2z@K6G-vLA}*oByj;;^Z# z;Ee;){5o0j^b>&Q76O+kTI(3dU|Nxtb|5@mkwdoullcTAMfFWcUFcrYTbl?8XChj@ z0H&5^@tF>}!X_`bfX$RCV~4Vhf7+}0C!BSWxxnM}4bB>T{%$);tkP8rpBd_$=_CY7ja|E9m zua_-j*YtWxnmH?I*yl6rP4DQ>K7IKR(=-@ApV_kad^=ORKT4HaL!uhRx+#9-LI+xn zGCyO}c3w<^5+8+ZG&|u@%Mi-07P~?-T4k3~frqt?1i!?kV`kMbMvmsVkZ8zM$D zj50x1t6;!CK=T+g5N7Fd`MuS4tnkNOdvue$)vtMb`rvX~2bG7$*2UjH@XYzF*CkXu znf2ac_fbPgf=z#4HE8$ zv{SniRXO4LMI%>)PczLNW)t#TiP(*#3fBzmnL$2Qgk!(og4jch%EcsCERvGoA8BeL z>?6-Dm{6Mp+`7oM4XD7s(-Un0*;|M7lDm&F({vy|2MB);pav7P?LlU+K~8)ZD1#S# z9cpE~`X18@I8XmRqAX{NleinQsgRhbQSO3WsA-tvmqQ z0UT6*_4Eg!S&@x1~UL4A#5hr4z-7`0Q+NEknovy)1&6M?L-5!hpZbBkr58Gf*axIie^VerTru z^E&X8r6Bt8HkfxohDi_|n)?c!Itutg8s7Y3vlq#ydRfLVVxBjY{B3A|9_(A+Ig#9t zKp6_U84#t-8@LcoI(xniy--q-7QI^KJfpE7u0hrJ2 zY0150H9!d>y-pRhM_uxrq_prBG0-MZPso=y?TwQnQSg`=+s6zSzZUR)rydtl->Y5F zob3il8TO2km>A^7{mmlrS`{V2qvOvx1jQ9&Gc7Dl6Zh_b3T_1{kvt^T zfcIzx+i$7SQtmAgKUN)?dJBC5<^VQLZih2ClL?ZlRf!3zF+IM&k*h&!UUvw7j+0se zKw*qnIm|6xEYZ}XB3%~|(;C62pR@r0SPC%&gEyoRJMb!2i`HQ1)J1WFNoKQeXsUAr zaw#3?Z6K`9ZGTyoV?z60x6QRaUFY<>#(b*1dDap1g^UJ=f27QXi|0dxVtz$iFO^;L zXw*MFESisf#9c~r>r8?zVX{2UVs zFj$rnm558VNQ6Rja~LVZGLN#S#gJ9;jNnqJ2Pq!5LA{I?cdj|<3KRA0k6Ye9?n~H* z6h|lKrP}Gk8-q~WV>FbvrQnIoGdJi)`Ia;(!Z{<~8ygO!d5cQ>9Y+ZyGuMR3wIF0wX1yge~(ZM38hDmbJ@$VxOkmIuPuVH9h0E#Qmf2%Bkgz%3E(aB>kcEuD^B? z&2R^s{wr<-3fDN9{|?znsvMM^Z}%uVHKuR0PLUz5r6qj}S-hVm5ySxXegfS8P=acd zc&k!ZD=l`R4h*_uW*)i%>8%DZFh+o>2BZYTxC@%RI3^135#p9;EHeaOqYY+9X2$$mUAW#=GKTcrByGo}>*N+Jn>OBT?Ab~Gu;)YR)fBX#_WeS9epq9Zjh$Jc+9 zc7(A7|M0>Bn|@g!kA5#yHAX`O zfV!Nbf+8XD;E*o60yWvs0Slq>DJa@`P%EE`)P@?kS^V--J7n?$G!+YICfPQ~ZJC1V zvWUUr>P?{F8&rD1J1|^bDF`=GV5zr>S@%TLC$FfVr_Hk%8V3B2?qPwtj>hRw5+)e3 zCnZ}DU&#i+rcGo_*O}wFlP$-Zq$lJmZ5}4t*|M!U!IN}fM)fQQZeXV_$n>uBgLA{q zNT0EmGb+~Bl|W68E06adt@>1Li$L}ov`ZldzMn_qkXlMZfMs&f`ybwpKt#7)A)Sxr zWB1b!Fn)tjk_OVKP~}737^|5{qfsNUQ%uojb8zft`8(sxkN2bcjJ(! z#)bXa^zWNzfgau*I{UX#Mqk_tZ+SGmUQ=BxYG0GMgGv0-C-o`^+AKy7jgJS`j%D@% z;K@J}rd9EW1$A4Ph|yK>fA^7aN{=j!(9o z`2O0da!uiJUi2&RO#TI->P7!!7rs;_qdZzf7r5y7XHoayS)nD*HO6pOhF9gwT=FRi zvCM#m3)+GE8+hJe*8iwq{}M`qpM&R z(+te_T*#R}C6N_rf+sJ-n3k&WxjW=4pzW2{+Ys%RZ91x?@tt=Ge``MK8#H5U5CgKn zrgzu5DT~WL+)xHFmmY>v0GZFaFLyq+9vr8xwa}7xP2Xzpa0m`fVu)-Lqv1Jt@u70U z49d-P!|Pi9S8ZP&P30PgtBEqC5GNI#kWe&GlCeY-4MNG#Nuo9(B(pdT5=x{bb4Bbe zQ)VI&We%CA%CHkq_SLDwE!C%I|6RCcjZS$I+>pVh*z_9b3iC7ngj3s|7aPTNsH` z<`tr-Tv<)3x_tHoOqz)c;@1HnY%#V=;TL9}*>$?tnH3{mT^QivKd0?1ib$$N65R3E z^3F+BZByZS7lOHYVn-7ylgBl;Rc>Oh(}T|)$i}xFOrx?JjWhScV+zBCs0Z-B5*04D zH3V5#OUrME{&KH?dpFAN*!FqM1O(#c&MVL;mAGdH6hWm34?~q^>V{z*W)qXBB3V{? zuQm}sk&rXN!lhCg`=z3_&fdu*LJ1ABu=SPY>R2r;I&D=AwX{w%%Eqf3@Axs&2w&c>V1K#9cm!ceq>8)1|Od3gAMY zr48{a$Rv_*ys#|%xEY~%sZ-5v z;+@6Ik4?+Jm-0VYlv{mnsT#G+pAd^r5_Hh#&A^t!#85u6J7JGcE?Xf4{5`ZW@`-q7^GQj_ z8!oYbXC!Fop{RXVgZ0~;D$y&7ZA1?MbbO+Ix)c`Wx2vO@EK;Du_iY0X+PUx7MU(4k z1G%~#(|omenqJ5lWxPLJjsg8kM|<2s@iixv>#!=iLFW9{X09K>1oSGWH*#@Dx!Cz0 zCG9W<_Di(6g|tHGBs_n=pXk@Rp*`lb*h2Hgk%xPAterj{O>>=FxImWOH;-RIEg6)@ z*UifND!AlPCV`a!64N~@eE!nr3rcVftNiT5KzslG!9Vl4u?Q{HqWSh~?{m8>K9QXh zkI|&O4y9quN2x-^x@IX|#SHUXDoqu4JQ-8R6Al*UW+ugiM`rK*3S8|Mk_!q+Qw_UA zDNrqRpHXxG&c)vpk)&?&bq!X_iF5_Ynwm#D;!^$=2<<_uobeCu^_y#HW9-ZVSY^??m1+N`-`q_M=zWSOtrAkl%)yvdA* z9#T!_Lbva!XK8rj)_4V9z^G>E^-4w&$z1aHYUaQcj+dJ zdf$yE6j8@mHR^00^p0f6gA}}h$PFHQSyY?P?BG>dyCYq%j<1(zVg@HOFC)hJL0tB*dNMD;><_Zf!G@iBMR+f zx?qw-w!Zij@rw~_AXnqK(}`6}2VZj5D!7LBvvqXb_>T@~Ij5j1uq=J(a-n^nh732v zbyO{)Kvqo9k;FO_UxY1ExnI$9pC`FY)k^-cMY#zLInu>ssOM&VG)&L5TCPwY zmHfW`YGo^P4AzoV<+duz2``bL(5}uH`3iBNVVPain8C~Sm8)|+^TJbMscS(+|B(`^ z!JM^gmJ{!Df1IYdmHVpmY`{KJle9XZ#3Ek%t3*_baW`mP1d)As#>QY8fexEollNyn z2lFOf^$Z_}6+YjwV6*}su?1I`=R*JNO{T!kqmX8VL}@d;TOG$6{2NZR{J@8op|{bPK28&4Sd_* zDUt?Y@%~=1Z3FC|zoFdfQ!Im_$BMv6pe6__M6|T27}GVrvIMKC1d7PHH{8x3y1Ja% zXfNm%@8ZmByDZw0Q5LnRg4g3^BbxA#qavhQ= zVy>YCB5X|5D+e9OQ}}fDHc~g+alz)$lci%L`28AaR`z`%k6rf>uuk8OhjCjX=A|$E5TWHs*ERi_{OB@18F*d=Qyir+GeyBEv>>tqfaY;?5rOaKZkz$F#!fG^~P{bVAUS6-QyuM7&nk~L(8nXdy9 zpPm)^Vq5e#BzOKJIBWt+S-nf83662}k4g2@U!gp8E1&#d$kK^9z=D%V+i*EO4OK7X z;U6c@Zg7@`FMSL^4yAudYcnQiW+)Kx7otMQ%&|5axmq;HxK%Jf#Ww38cQhI8=a!Bm3(&w{HzC8Zn$UC&vwYf3x?!(tajNT7Tvg9Zdoh)dnox= zS4-2a{T=B|Rklg#Qund=h&07Yq$Qhtr7PUWs(j4Kq3j2>ma^kSB*D( zop48g7&K{H6HhPoS?uf~>cHIfa+dak%KTY(Q9HM6WL)~b{-@&Rmo!~#IIMZG6MRD` z%BG?L&O5o`6rI-!EH6KqjOVOOYkHV8{DWLiSonj@Gncm?)|Rzw!q0Pwco`BmYz z(T5G^pTz0V#W2*_A{$_|+ZEE#!fIo2-tlkY@cd7|mb8SX0X8`9ZV38$9K>eHt7)eg zZfRQR?oxCJ?!7sOWo_sgPYijI5~sw%jC&Wk*&W|x0CPz6B7vDatr{s;P;NHs&vNuXJ<-s;F3 z67)6LMzjnB9Zy$RNZfd7X*2Mqn%L$=a7Ls#OI@o5VhvVViq6ue=wWx?Z|-_o^guWHo#3Mv4EWhE9_CAhMKE* z2vYsFEuX9I{q4&(IMwN9dyRT^&fdB%zWdDY7d*~Y3Wk1#mA}X~T~v7F@lK)mq;_+V zxo}Gr+U=R$rQcMTW*H#gv6}gF%K6u=z7V33n0UqwQp;h`Bw1k6+n*$nd^fTN)W}lW zKf@sWg}%C%Ej5)VLi5DyIn=21l|OG)Bl)v-Bp(^yi!MufCdO(^Md-lk8h z5i0oAguxer;ET5qyWXSSTs(A_HqkNUDn$PjbL><5Wx!d=S9D~TC@rs-)75Ea@|fp7 z?3LKzOPgpK`q+%PDPo?qWhPS~XfE$bkg!T8SnYpExD3r3TI0-kQDhS-Z&no-;ftro zMTQNWKad*$&=qSsG`Qb#)Jc1C(QKUpjW8vU_8^{q+rH#?g%=`{?i(csoM>=Z zp*`OCS-0bx@5ImIbz;9}BoC#S6&3Eet9OI>fs_i2x1M-=aeWuM1tU)5ig?D!nDg%8 zqG@;C2vnA%kcly*vFEJu^=XjIm)`jcWRXhVAYa8{$glKpVEeLS7ffh`@O}*;1d*wA zpn63zxUCHGw8yYiT3@V>Utw#gue#rv5_D9Y3x2+H`>uYE_9xr^y`@{4rZI(l?=JRz z2%PMtP0&vT3Hh!x3;(0lm0(SL$`4fRRt@5`5_bE(gAgAn@Qiw@0wfd&IvPSX%!W9Y-BC0H{^E;vXJMfPmW0)@{8Ni{__q-w5@KiK>zg#b- zt68-^?z0u1EKRCv*}`!Xw2$nc%wv+3>OnQlxf}sqd~~Zj6jGDK@dXTkZfWbonWIph zw6hyE`tGDOx%-C}^Km4;e6(}QTrYV1h=EwS!P0P5pKf<1WR{P)kYp`Rza}AlUGA46 zpQ{!+k8~n|sX%_pFnS%OIA`G2LABhnXM}QVLhm5d7m1bdEKy6ZkrVpi!y)|&gNnG( zY4S;X#~(fH19$4W;f_Of=VaJ*HeQN+jg)Kx(Szy|%U442RrWc8bir=Q@{^l|B={G% zii9@PZ#^UAS}*MZH#^Zs4>u!Du9a+CBoX1HV*9tIa7|@_;kd;P7ULXzTh1=y;LpI+7t^|XUHGNy28rCd$n~Xb1Qy-$&O*qXxSmWon*`8eSiI-0$3bY~?(>MO5 zZ#hZADhT<2Sz~I)CHCsZcP7s|iTS+Cfbv@Gl-X+k;+)FQDD{^>OnBo7cQ(D5a?=^6 zwfq#75lrbMn6mkinNy?wB#aVn50zT0hJD7AT>ns1+G%56_O%lI#Rn=%31D1_j%k`y_o4DQp`{oYQc8Qje!ckd2{6kX39H) zzl7MkEfu!Od8rB5&GvpCe__$fC|A`E1v?M}@kT-ne;Bv5-HIm{fX&9;tWd zMX)=o$=7y4iAl(v!5%7oM_O$&!7g#xwy`%oLpPKt1$v7SUq1@tmsj0#O_ z^+fS4Y5Qit5L#mtna>d{A;$Ue-8Pr7D@}IK!EI|gOWSDJawS0DU*AM`jQQfFq^J`uMr|87=ox)^UxE)S9_o7ak1xTumS6>eWH-t3vr~y$TbC=HDnI4_ zuG`q0F8jhnc=bB@&8fG{d7j8ilP_+6z9U~Gba?#qg4@@RLqg)VQ5hvt3LzPml_=3) zC{>|0G<3xPSgre`q&TP_b9{cCs@N@TqcM~3GM0?{Efhk@4{vJppL9bGYGI%!%Ixtc zwoL9!K0VmjyA%16BnfS96Z{VWw5Eaewi2E_J)b0h}zU0m57So_}M_K1hQ)-bJ`B`$`A@yF6vQq zsE0w*44juMyY}$=jJ-d8NwUHVlVW~jk&m5R3LynM?A~(ihWVx@mJ)?HL~Fb&cheXC zb1*83Jw9n&J8Zo68^{YI3=IqlwUK|>cXB#OTL4g@qLn{*Iea`^fY}Wr6)vmi?JYO{ z0z|68r7JiKQ&F++I7X!!L_S=EW$IjpGZRw1cPRLXw@@~To_V9+Oo-2Ra+t!IysK2M zwL43tasGu2SM#hRbudt@GFmDfQk$sXx!0(n&4M$Seox~QD|r00tV|1TH)~92^K-#G zPu-6Rxa#jdiBMDmRa%XlNP9k&T{eu9fSQl8B+hP{ccY=s1BVbY(};PXLPU!W>z=N! zU%r1^YHdOZB;;)<+q^T6MY)Mgh>T-UPJiKD>$uY%DpmW-aYMq4e6kcKnPjI3E^^+bFl1*4MKxV>=O}7gE&}1l&dLF+Z;8)e79lqu~A}1No7m6H%72ecn_0j>P z3*UPG0pv&N4!<-gRjY7|loy`HboI@yJLM(JI;|9yJ-+AiTokX#xSPpzk|EjW1YqnoBL|rFBen$u@$}y-e4q$NQAO}}uVD7915_SNy4L9KM zt$hAOt`{~9SV%w;>a79vg@AMhCX|@?vk<+?( zrjo!5yo)^HXsq)B>^hHkid9d5a^pZ$s~Bqf$px1LEG!8)DQDh+CwuVull=f8I6UxZ z#Gw1!0?fjni#0rU)H=8jM~M7OB6p2Y@&=%p;p#wmRt#vmo1nfnU^{H09)Rv}c~zv+ zz6`tqwV{TlYY{elV%n847lzzy$G2R2{)Gl`s9YZ9JO&Js=HO{D4=8a>2LSDG5@~)6 z;FVjE?!PK(bNVCc&8%fZ;6!ntVnS&9*cr5jfEh;#lK*zk;*^|8@0gz$X|)niD!I{3bKWKrQfSh(0+TZu*(xk;3? zeV`VwFZV$;yCdVrEfnDlK0UoVw;-?s(v{e>u8ImUWOIF>Py3M`8vFd={c?4&cno!S z9gdtVNm$@m49;)#W-v?#+T;EA)*tT42(f}c$8@NAho4aBzn3I5zts5Rm)8`FGTNz+ zM@MGj)0K6BTH^`A_dQi8X+aP7;r;AfDB~J+Q=awuT{zKnhEOvy4*d(Xfdqup%Gi+o zmO&?uPWNYp=e1_=&^X$w@Kb9(ao?F=(lDI~Y^hv5Ymy`)k@rX_?D@pEOYB*sTU&M_ zD0IQs#Op47uRGAsp7PtzSe?t$;mBWjyJu&@Di3Oz^C9=ynl19IKZCUFo+=MnZm!4q zH+_pN?AArhYAH|?3s6C+SYmsc_hDL_Kiqw){L7*8t-l`iexaU9Em?Af%Kb^J7Q^K! zxXDPy-`7X#*L8#O67PXWt@kahuU}MQynKj+D56=DfgIMV7vd@gG~sB13x5AKWdr*Sh1y zE$+`^A`@G^b%?tsI>}8|owW(6|0I%q=JWXcPwN4DXB#G@1g za{#J7|ai4km?%=q@z_IPLmp1`H&kASFs;u?1g+Oz%_5k+rGOe#)wdTDZ{LacC@s902uy&i43 zXPB6mtEgFjIx7CJh<*gO9F;B|(V(Wp<$T&G#$oEb0r^*)1N3gC#5VL8v1*2+&mr*u z`O7bW-Cre z>ZBkU6nT0CYHiY6n=s#1_bK#!m&dG29Us4b@J|OGk69IMudF##JY}bw=E2kBd1peE z?`uOLLsH9XW|V}L2x9j&2@CB?+dgM^M@LxP(g%p7)Qf82qo5p~9LJ)RI3FQ8C^wLL zXxogw&~srU#yO6JXFw(N zy?HFpM(VQ_fqu%8r#=aPybh()bgJIuQgKc3PQHjFccYZJKs8au-2u^aUv|{}wVOJ2 zS8=msdEnf^m?Lpzo}~*1xL)Xv{Dg-9Z)7*H*{P}QwDrXYPwx*EVT~Gd;92MOVGe%D zdA4l}&IfNjJoHYuG12MuOY2phHJU*WQ(lT1dB`qC$tnks@b<93NS_2F@@Tz^`0RCkIq+*67%e-;ORT>f-u zTKc`~zTKah*bs$0$tibfH3JWX$f0(%n3-xGWi~`t2o1%j z{FIvATiZNasizT)VJvb&46p4WZ6-v%2q`>RPR;R zxP%%VgLs>LA;=A^B~rOUuA=_9G3O%Bprj9;?sHwC(|BvY_r3PrK@n6+UdV$k>!&Eg zVZV2zYViyaOcs%5_08)%J(|v~R@LhUdaSqoXfxoIE9~{RIM?wN) z@%K>-!ta*54{}p+krS`(-$OOvZbVTHflXjREKVf?UbVk&ScWKC&E2`Mg1#X3^m}cM z+NubSa?#1fj)7XeN#Gf_AOmUMAy(z;gwvONn?Nncd_WMM^#(<6<@R3#lxI)tpK|YQ z*y_r-9JDYMGU^aK4VC<0kqVzzJnqj))Oz8I8}^3pmY9!-uUDz7=n%KLkHE^uCKgn5 z=d6^y`hJlL(JxDTac{DSdxq#J0QM{#|DRTZR92-$f+Zw!qO)CtQq%a&%)}>i-gvA! zbF;qr4%u^XE?m@f=VWeR!KNQZ|B5MFM4Y-Lu!+EPL|=@N^R2I)#Rp=$GdbGWW31+i zWV&A22h6{ZQMeb!PhrC5%N*R1U zV`O*Ka@#I7juRb!`7d@_*8dADd26$ab31Jk;;~S*(ym&npX&5lQ+a{(cheRue*!Vw%H= z)as>S%4L8+scEX?9Fps#(%S7|O*xH;IW8u?iJ1 zW39I&9D4Fz=DroNJiK(nEgu{FD*?mssqOm4UL7hy;<|81Yt7+K40A(OeVbAz*MnU> zmTmXXI>l>tEQ4K|CzePFd*N0`E>^)*lTWsx{uMDVT>|J=mrHFK=TkBh&{GsWu& zvrrqxOL8nk27GF#Fr(u?t#_Y)zbXmCMF)0agIq^qBZ(x-pXFr2B9?pq@@+ZxCh21& zG%n=4PFp>Fa*l)2s-XC1<_awgl4%Zu2{|rfbY2GQm%l?EN>M8~*LnH2jCM})!#QWQ zYS(&J?QRz4s!TA1%$z74>F{kk+sUBmIA6u*x6lvK|HMWQ!1X;gv&O|PSXbV*0VBT* zv*Oexl3sEebNBZo+>~Gh&`@jv**; z;bsPU_)ochf}F0WVTjm`BL(uXw=yVlMtI{Ai9ENbZOf@93*e&jc?M!XEKA6^y|NmE z^RB4u*eh=O<;#A@F+NrJ;-Q}znSxehcYeN3mi|LCeFyehC;|3)ZDnE66<9PYQTvyi z$$1RRp3luJt5twFs`!HE=*@-fQIVJSJ>5ztr?OLIiKC8k-6_3L8oe}Y=LlSVnHb{R zDj#lJ*Z&h)QY(PrBmj9So9*3{g^Rt8CDFcmtZ|n^d`0; zvlnm3k;Wu2zowL4>K$ITn8hv^L4K;QHp8>J{^`!%mx_Aa0s*@Fj+L{H)!o^5pu?fQUy)|wzLEW}Ov8lb;xEjP=X!A&GI z!SCCtMHvb)hCn^~pHZr^b`DpbOuE>Pv3hO)Ydi~MhvNa5xH#nWX@yFLqDfVe;9%j$ zFE4Jb{J~~1q~H?$U>OlH)lnp07_t@s-tc6=yPW?ZZ?UtIaEIYi^;NZ5IE+1-2(fH^h=vt~0$3S_gI2Y5ULm{15jhNDlx2 literal 0 HcmV?d00001 diff --git a/graphs/cnn_enwik9_compression_ratio.png b/graphs/cnn_enwik9_compression_ratio.png new file mode 100644 index 0000000000000000000000000000000000000000..5f626ed60b7435bb8390ee8287fbb3ffd9cbf0f1 GIT binary patch literal 33213 zcmd>mg;SMXxbLPV6%Y_9>2B#%KtPZV=>`Gmk`|Fhy1ToPZs`^T>1Na2&0X7b=FB;F z?!EuOb;kJyzsuqlL@Zwfe75 zu-Mp}v36)Vjew(|+Dd6SKp;;IV1MBXMDooc5FdJJ@i!`8QuY^6K1NT?As;2TJXge? z4@N+mcRy^I)0Eub+^Xo*)T-(Ht9Y+&Wo1=L;#^E}PjSf^1IbeX`UvG^;aa>D{RUE=SOKz17PlZ%IEiJXsy)>Kd0r zT|CjnCYR9()ykx)&Gr81$t5mYTH5p5wQ!MlN=i|M#qZSG7boyuxutMf{w;WFca6aJ z+uF2)FN8qs8x4m8T?rJUkv(&&@NN0Bl!SNq?k(JzdU5=P=G7-|lwnt$t zrf7%)JkIv^>CustgNBsUlh0N&W)Zr@YNZqL3X+n&#BFJ5-Vd%!I*rd+n~&gMzW(&p z`|+LtmqxZdS0?_7=f?>#f+&Zjfq}sbHvO+VH8YJ)jPGL^OzJ;(1!D8MUzDId+wSk~ z>G?G|StH85GMvmad3e?l+S1Z;lerhosvi@H*v-KZsT`G5Vcd^{cl05VLn5~2W~cb* z?5vAG&%=jj@e4wY#iU`ha@xuiABQEU>5!scOwHxfe zTrRk%HdKB{=FS9Py>tAWLFLJ0kt*lB|KgOMcj>H-wcf0x8xKCy$B2!TV)gQ(w5K*U zHl3$uyX9@BpEeoQ%QEECg?HFpU0ql9>y}0o@`w6PXB(X?&%L+b#BoRU+RSf+Q;KEU zw4BFTpciKU9L`Vo3XX|+Zrt1Gw2Lw7z4FU%ti|1B(x~+EdNaM)O^VgTZLQ~ra?5*{ z!$qzbX&c4+oAZ^`)hu`<*A^)O;Q>E%f(g%|WFFQ|6D1Za^7Xp20(3GmGN;75zVqq< zI6?1+W{Ww)?%=}BM(Jo8!q$jwy>y&C*;IZ!lfgJuIOW@m{mI+Wgyu`Rbm1R?flrJt zg{E_52+q?YZ{s)JN7IDl&vdjbNkN7wt_={!@w z{o=FW=@6&I$J{T+tL7v7Q|0M570JS${9(j=-_pGwG>`~S$RFu&5YM;9#E^1vzP|rW z?X$2mS&Rv{y)m3TR%5BI>V5qz%76kjl*&c%Kt@>M$NAwBnU|N>)q1r2L_onhd_T(W zQ<1x`&ik{4{P*C7z7TL`dddB{0G`+AWQBoD{IKORZRa|P%Mzd8aVvvHNUA-<<@Ul# zmGwF!67m+F4fPY1eoQTqut$ASZ+|qc>S79F9*zP!s_wd-Oa)^LKF;%gl;Y!nGK{*` z>y6~Cxw>+TkotPw6kfZxp0>i5^A0;HM@P1JOj`)fs9&H6=iLN);wmaJXpP^0CL*Gp z%=cTxvFK<*kEQkRd80Tr^JEESles_WsL#rhS~^SHzJl{Z{AjNQ_KUh$4o-qjo0m?_ zVYZY|00!Z=kyL@=O*v~Dum>2v2)msXxIIA6Y2VZ$O5QBX$Pe&4?c~6JB8N*sWIo|t zKWDI_)8ozAhhB_d+Hb@lik@h*YS$|W9pdPtxmt5jUa}s_xN48Lo-8Jbc(=NdFl*If z$P1mTB%MN?m|ILvZhnM@s^}dcW4_GMC2&K*A{L#iwVEWr_S8?pbH(i2{RnT!r)TYc zFyFA#LeZg`{qBeTnQpwOXLm5(&N;1KE!C6g+Ss|+x#(W%^+zR|!?nGrHuMv(h|7A9 z{>tiVPLCjVFB>#Zn`RGb$^m753Qjyi!oukIPhh84dy?=ijg2X~TG&wKW!Y3RrfCPGBPG6=k)k^OtnDajmzc1!t40loSYXAdiioB zsqyjg2N(Nu<~xR#mc>MZUu^vwG021khdpDMwbaavjIwXRvcZ7bd$X{xG?I(?zZj^s zn#(KG15ZTPeVh)HhAFC8_l2%>6w|C z z=bA-|+5QI|z9{~uYUR46BgwpWhH>G{OiZ#Qqp1QsVnVsvBU86~)uSqj+O#ca`=@`k zYziHI=y9IZLt7Lp4JCB!?d_8`+eb&`3CPH7c-3{|mAp>YrNt5-wAc7e-YuG`7OPD< z9nA9$yUXeF*guj8I1e4W-!FIg?ljj}P8F@;(#jRAnWcNGP1V~Ob-K2=osUnJYVnAr z{?H3K5&qML@^G`un(FK8>o#(3mBkvr+waa=eVHOSCGHv|)^1$8o?IWH+nf@iTMmj5 zQCM!>`_{2RTUECx2P0WGxSRl4@1?}ZMg0B`F}g)(Ei5+%65HfaX*`7XQM!U_jgEWM z*p^de!?sO5(a&=NMEyTNIW^t7&(37-XG(0J z7wfh(zV!O@C}k5oU2B!R^5AzCW6XuYu-R8py3T9zj`WY7_kFJa)cRx3C2fnzxB!*V z>$f{B;crMo?4AalDQ$3>Tyc$|`f5At~)ZL_VP-KLgsYIjNCE!U=Kj*aKK>DJ{qb{l9Wo(vQmOS%?r;UTKJuB$Q!cO4Q z2ptmc>CR&oHT%Z~Lxp)qb{cO4Mf;zA82y4=)!aj!5h1Ec^G7O!oG(0lP;9uYgr-SK zAv)duw5G&nX;k-Wv=)}^JUQ4fWRKq(0$aLdG z=5H1=&dx$GWnRUk4cW)&3MCRIC7-oW^pJh#cta`B5hIwl)*D{DQr$Zo7Q4v6C+`Is zur&V38~QhytwQUS(l(iQeMvt!Iz)v(n!x*=jrS?kAimP5Nw*VtFED7tUZ!rkpEQ^A z!5H~wZ6{&U$xoJ}Z{$2T)%c4#X*}Wt#}KpFdSXl3S?7tH(nUdc>A8^3Hi64X$rKx{ zKwuy2(Q}tM=>D!N_mK98+N5Q~neN|J^|v-T2^anyjjDbFVEE&nEKL-t@HGzAX#9}M zVx>_4+7*YT!i3al3y*|<(j=Um3Wy>*%5jcBmE$6eG4GtI7a-StZctTOlDVaBw^Hv4=v}HKhfG$ z_qH_{-nsdQK4YU6G0hA{9P>;#O-j)rM;*-SrinM$y_&3{$v9DN~uDx#@Fgyc69R0V2pSTFS2 zb9y{{e2~X{^FFKjY+X7n{p@$YQIx%_EYA17aaJ5DsdjQ9!KgtRpYK$IyR-;>MrVk@6Kjx4!YlQc%BH8A6Fc@>iqERHvPqTYoOulVF2hKbnd@5{ zkA}R76Nw~MMO}rSTg#Hg^f@q!`Qi|7#rs6+%lKoENwkVeClA`Vl0x}nsP)F9d+Bl{ z)pwXK8Ou+H+=@+T@lZcPxmdu}@5;9xNgX63UdmTlN;!jHpNrELX|O>Z&(Wc(Q*G_) z+kHQ)7Z))=@2VqBBvp~GhoG>8KsVZQw@w9le)4jxJe9u1jUz~Wr|2o) zB_1jp962Q=N85%C{g^hwPBTDV^*n$n`_-UK9|tR-9e=rO7PXo8aR>;^c;$7+Dc^;D z*~7uV$t53WHKUL*F|NUQ=LRUQ+TaH%9pi=w%^Hhb4U2c57n?OEmE)}KTwJEk_hys{ zoCCKFl3@Ki<4q%=h=LcD{U>x)XJHd!)@=ZuH74`em^Q8l zGkH_Wp!HXY_8j^R&2G*&I5dLFSwwBKe#~VtA;tV5I(73^HPpPS2_tlIEL+kE+>4(p zH8f5!y)@;2Xg$jZEma4gE&8%;XAy!ML!^3YgY8@W<0@5WkxT*E~D0#AH@+(n;OLp&2K#Xx2u<##U5IK=?oFNqqk)I|==t<);%9+6bGr zd$s*wTYx_&%5=2${eKrIW;2b(pAQ)e5NnvXSxgpLAbG5nRvT}>)u7j{EsbIhF;?}| zaMBx@jP{f?;W{_!4J#}ysG6PqwAk!waqg*sr>7R~eKBLE>RByzVHsmpWZZp`vX?0h zP;_4QpY4es>f$ z>B#WVP$K7~9J2Srb-re55E)C7Eq5@ZgExg%KBCM9Iouw8z}z12w{m&T>2_Xx2fM`)&Nr`z~SA zp%fc;z$$1V!aw2ddkw4DFdB6NcQE>wJB6mw58S7-Am9{%BAsFGOY)_+R~O-E7+b)P2&g@>z) zxY?7CcaR~70!ebv(5QP`%a#9#1RL9DecgCcz)UubI&d&FMr6n1{xD_U)N~|Wq#VB8 z{7;_2-x7_FwVw$AL-Y+J5h!Zs;{1~@uilaOKwB&t85kJYm!e_5kf|_GxFtsVQ zd3k=GsY3F+Ib%O-?ms57X^z}>N&?)8B|eC#=h{t)#lyoxC4+Xeuj`p7$L7QR?eVN- zxk;0Cm1F1=RMa;!RVLs*KKbZh%BWKCb)F(xEh;K%LV?$0xTE8Zr^YJ^iY)jFtPI($ z7aYbFCb&Vno zR@-CI$IdbKt-HpGYNrvwWaT4>LYz~B(=I-ZTuK3r zxm5WA_#9?5FO?{#?srAgRhEwx5U^i*QOG)=zvE2cBdlso-LhDfE-~OAAKCcHVb{ok z0RhiDuml4^^u3s=(ct1RXkY$74oK2qmVv&AmVV7)YZ#pC(w}5~tTZ$qc)UB6udzxi8Kp!2M8xXMEKt|S9|$UpAK1j2%MGB*%nKw229oZ& zts{hLe|e7JeM696_HJeHgW0r&>sO(#*IRE4Iqqn!MZM6I#tF;9_`Hj#1EY1+jpqc{ z{OZ%)5BO?YGns5XSG!P~FBjbzr&gxm z51=M73DXm{?O}EDXpK^ElM~i*w`cU=vE@ax5-~hwgXAztvn&@X=U0Fh{~B6_5TZMr z#H9$fE!PB4lK520v^9{tgMxw*gxqTf$eyDUu&9XjRN=~Oj-<})fTLFkt<%tyqrLqo z9?D;)mq|x+i6;7kLt^^9>vuSPVSBp@?jn0% zKsG27`_HJvDzBwakR-#1gFrt(0o7Ptt6FHJ(x`XB#&elgtmm!2-+9LxsIbqlu`~U{ zf&%**yQyi6MlKu@s@I5dqLlP)EPXSF84Ohdis<(C^mleNkWRzi^-*=UqT@5Q2jekL zXny6fo>zcI^=<;G*WVR-V!hCq31m`+{6oMI)HuJNS9^GRdX6=@*o401LKAto%APe- zqzP6j*ChcP9$Nig+&DKU+CWU7S6CPKJEIF(L6vE2Nb$;I(W2i69iif1U?nDSnuQru zni)B4j&uW~WD+q9=>A5aP+M5FfxWnrXqKiJEf@;+t_=g*-eODB>{C!E{#pbPqM&$H zQ&LpD+q9Ng%Z~M##(S9=CPQG?b4B{FrI}3?;Qpcg-KE~&CzbY!ii$;MvT^StbyxvLJX+K7V zo?!iJYd7*rN{%0$*U^M^Twc~0;ix3a9$Zy4kqzKGnd~N!|8v*Qy5zJQ0)iOf?ev*pcH_C%!~y-Q7q zBxSnc=QrrUy#ghTblX&gSXjg5r8ikiQP@K2{;}Mq#f#|z!M%OndCQ=Gj-X;5PP8(c z%_x#b4YkVtmVprh#;1>1Mgpp0$8Y66bD{TCq;gC*IMBLX>;;YI$`s!d0#IRH&&1A- z4diiBi@znPJUl#3BcM^)0h#l4o!!O|;n~3gQCeD>MRF=Wv!*@}gJFddy;9&cyiVJ! zU!kS1>XCX=3QAntBJrQ}vhL+_2zUg9U0q!nK#RWuD~eMapNJ@gQZh{c*LTz%pk_Y) zh=_Q0wlm2%>?-7TCaR=_Q)|5t+!^q+crLmMuz`y1punN&N%yBmH|YV#cdWN|7pAX+ zoA?ZSIBSkZEr(T}Ng?_EkmKIX)?Sk3XJNqtX4ld2u}^h1bR;;6v>morL5uG{`R5lZ zX1}Zda!fH0&l(O)j~F_|x93!~pJ$X(9e|QL`3`ihw*gor9P{tqn6m=3fft_;n(mU? z%QH7Z!NQIN3fXcV-mx=^-g7&ruQeWCTId^)4ced@T%*WCVr}ZE!Rq9Ao(RNXQqozT z&eiUaY`}i5z|K`D*A?RB<68+J^ZFVePp|_#53}=E6j`*@=Z?Ifmi_9Un>C9W+KHWM z;TViZqe1?9E&Z*{JU8-CxE`6e5!(MjW;Asj5y-i}kC@+o>i`?JShw?+AA0BCziLR{ zyHn+o063iHkcx}PI1o@6vY9wNt4(Vy3~O0PJ$l0$jiPo^l=R5S*Q(h?>(A*#)2m8hjp5Zdpk7Pehq zKTl3S>(Kl3sX%j9!v0}=^f^AqnWb!)vXatCO_{iO4k~6_c(@vp;poiVPJL(qI?dUU zrxZ!)tEQHg&au}vgD1MX#gEutkST1;>c>L)pHVuZG133CFS$SSqT;wM@MlW z?5UP5MUacJ*{zCmA>IKOws3BHu|+^DC6JD6AzY?wk2y1;X%jw5$(@vqN$)fKK}zSOzb{Bmrsgk`cWelO!_$%yXw+E|uTBjJCzcYWAmMh{)jg zaNtTk1Di=%$RD@^po9BqJ_Y;v#H{`@JzJgKbHRMRk*s`x|H{?K@TqqUYuat$8)JL%7`1o`%F==n@haH(rGRZ^AucQtIQXfRXbfheS-!o zX<6{Ax}V`qtp$BWF7?ENv25)sI{PkEj||btcxN2yzXQjK3=c_dZ)q z>&F;jKu!Y@IY>!K>s?Rt_??}cplSjd5&J8k(dN$fEvB(bQ&6;g&v|~=NGrR)j-4D) z;{4pROwl!TUjvkK z7%)*^L{N5{`Ugzjou#uwhQzqJxh)R0Sy@?YNM4$JxOf)#Dk89NR;Lv=RO{(ud>r%dt7Hrj0}Jte{9(t<^lt^6jyPgkMF|(mbfQgjaE{zUixi{$6h3+ zS}$Pf3KehggSDT?AoUOcVZ!K(eQlu!2}%r^%kU;bfe|cEb$^Yw@9FeDWS?sQ= z5d)XFxxu_^od;f9y4BAevgqait%m_K_G9TQ(>aa1=3POYXeZl>>W)EXMg#FV23vi}p$CwBENlR>))wKOkyvQ||zk}as&Dg#6qV(GdzeNHg{tv`=v_G`j4WxRg( z1}+nJ4TdZU6O@qs`)1yGnd>mv`6`kIdqf0kB#$oFc@jjXWcfz7l)l^{SuDayA*sK` zPDK897{Q3BtWG`2vgJSL`PkT{RxUHt897Poie(9mb1AaH{|>|=;7W~ytDg32Oy+XJ zE*Ho8s=y4Qc^#*(6|M0P1;of4bWtr=W0HS#Ji>A0Z-+JJ+VWt7VbA4HqYGhu9{+C6 zO*pJE`^a2*hy@N@<9hDI^we8>9XY$0-bT&*3*4NM5x0Ip!Hq+q*m8^EFVn4JgW=D$ z_uVsP#Y6#y5Bzs+0^_#mA_LAAYOqW ze$vt1jYPulDEjHsrzD3wxzu3riH^xhJg`K=o7(`&%myUY;^jk&yJjmgHuhNdd^1_V zm`vD8BHyjb(dNPDa`?7MN-ef4%If${xMk3E*xk-P$tJx<1xWP`s5N5^4rcSsuAF~P zfiD{3gMhLM^o=ecB#q_Elbt*4Owf1of!Id--c0rJ{pFI;ZI)Vr>HzK8MBiTclTL<@?+;K&4xi*VHq_VEjl(5~ zNJs_)G4!yuuF^tED=e(r@+s6iFtA{`$@viO-JL7q=zX&ul6Ut!@$oh%*YW7?FyURK z#K0eESZqs5PEM`Gp=bT-Z2M25uH?6-p^V|Q_b@iyQ*!2n2?&0pb zSJ&+3Y&${F)xP%7H!zS%%R`C7YZ1@irZ%nHx662X7V3Kp|Vn~x>XQ&0+LQ5|KI$# z?^8wYjyh%CZ&FfHCZ1wr<7pGv^e%fB`&RIMOfLDDRe>wKw-K=D^uBnKA`tDH;4qvc z=(r%t0#k0q5@q2d*YZ9jo4S$E^9bvGp8eTx+ZrAojt2i@G%}4h5i@1d%5=6I$7X3{&Jmdv>>Y7M)*!@J-nCi^aT> zS1D9N0uiydp!IXEGolgVj~p=Rg9hut0soWy2>GFo|AqRYkb((w(U;Y1-G_oz)#-^z z%BrFNlw#sEO(kf|``GsXONmMIVGQA6{qIUlGsuJh!RV#G!=mS<4xTs`nXoqV;dqt= zx>ItM?a#FNrMv4>%wBLIs%>>vbN<{`v+L)bGytR9UTk=J{N#AjG-{CwF%i^eYi%NH zoS^F`6=C>&;z82>Ep+z@ND=03T~Q4!;soot1d!89ph&uFHP05|=vpcxv4lB;B?hge zD_gT{ss0M+?Tu7=Z?Mr6o0S!t^Exy?G61eL(S$~(hv3L{*02jwRZSC6QAJ+(vtbpVS|kN>mzAZZ1Y1TXyhW|Iq~SczaovI&<*yZSUUa z@R#kVK8bcm%Fw`*S62Vg#{{eIS@3Jlj)JBoPdiq{;wSCMY2BMAGa39}7e7I15?r|b z+L!gO3xveSqDSN?^1xsjB@_86M&HXOwE*>%2`;7D|{K;z?anMCXVj|Yj7H&I+=A7wujeR>^t?= zu1{sRRS~!b@!6dw1DXDTJq~yEgPzs3$&Qa?U&Kh<@$I|Zb&A#!-AoJyS9G(8jbKdJ zl#zvy7!b2%|V4rCIC;Z~ha?Yp(|CdIjGV4Op#D;t#rts(OUG z*&19RMe&Y2;GCIAVdu=jXn@V0(9G~`PRzP+E$UzdMwHzq7?6k(kKc$t68`%PI*dD* z?gAXah=JNq55o~M%#15PYE_pvy22T==DS>;V`C?J)VmD#?!N*uoO^tfC~HW-$HZ4h~m3HS5` z8$?%EccyW?FOu@KN)CJ}B(?EnP!OZsN?)$~PJL895zRT8sO1t)UfIh?C*-g6^z?j< zUV&&zOP>} z^M652w|dgi0>kIU&gLG!ho4f1@K#R-4belIJ#V>#30TV>ysuA8?#}+me>qx)b35Ph zi(}SG$_fKT(f~`ZIYgRKeq~~k&PjW?sbaP}Tbg?R)Gu&|3L@xwLIp&C!f&lWmNW!B za%(&n-O$ib-_kOKwe1dPFpgO)UD#7r%LqJpt-6EWVpLLZl7_4>bb&b|SxG&?r5t#e z?jU2#f^pabatQ<=^V$V+YGZjHh|adg5EhzTB#n)!4i;NN)OB5v(mhUs%q?ZWa-?VH zLjpRXSkq`7(YH1)%mKr>Y3>)Z^8p=Xk%^UK{f#UTV98ZF?W#=_siKdKjoG@m^n&=3 zB9QK#R=5A;j{(e3V~k-AJdlZTJ{&3;cd%2kTQ(_<#s)-FP{Y-Fxdxwi#4N%UXtfrA zP;N{iotIZW7Ti*U0}8cFoXR7sN&!sFRrvX7Ct3YrbfyguOBbONpV?Nc^Pt_?&F{qs zi~C9>_b+37Q%f<4g8P(ceEP7+!udf-4VHi3Gurg)X!vjSmxu(6pmSudvajr^9xE$5 zeaIA5KOwfj8??2zS9%N&3F!p+u_8Bk36JJl7`f3X-zVn*ApF@c3d0Gzdo&6526c!< zjO(48lDM%y+%lk}K42UA%R#;lR$T&sbRMz0_y|2HI0QUy7^= z!|<^+>><1^2ikxBg7q>q;``lrXvPj}>5w-7P?>4a6F;5?ThNC88iAn%Y$5Uk#JA$& zgnjVXMDU%*ZIf^6-41;iEOm2vg@L#Rq{10PaU^Pp2T0jfIr)Kb6Bp~Qn7BBN^MTq= z&A%qDa8RRoBvCe}Iw8Dn!@ z=5b(cY9h&t=g^W-_-FBfUy#t9;+V1)>bF3&ExA`Wxw;Pzw>DfuKxfdc!J7|ZZ4Cr` zyK+thS6ezIkV)t0oDRlV5n$ZIZ?%l!$ntR0YNrSrnn-tm7{v{F?R>l{!Nqh306RH7 zJ*tn7k43<FN-?u;8#0s|DCmuk8O2GV$7ix;$IO(y6JU(%?1U?OUSp+ySEO4lzkz zl0@uugRkc5HO#=78xW{uXYK-e?yJ{#043vwl9+*Jv1%Rm;!okr8y@2{GHjEaybIy` zvp*Jsf=wV~`W@zo-+BPum*~n+S>kQH|$Zt;_6kLl2a%-#4%-4bjld zEP&H&Bttw1=L>NnCk3ZpIEjEi$hLPRu?NKj$|i1JZnhB|LpKz}g{4$XNbYL{MaZm| z-knJ)rXXfv!pSIX?(Po8qhm)RO_SOyV_v4U5SE4&yIO*CFJ>DJ543*cRDQv(L;F((LgIOZc}||7&}|w#!$4=zM^i;@LoKo6H);{7hgSa(xLf%)8a$3 z_V1YYqhhjrTS_tgxr+lM_lvUvLlDw2CQ;(t+j@dUz17)*7B(A}M~x3j-KKeGOV;Fb1wA zXDMTa=j5c|>V-fQYXFrMB4VGF)JCx`0u zQY#6tRXQC;g#v(@xHem32}-PF=G!3wa*Bar!8Sh>Rv5UhzhxUO*Kq=88BFlFh@&Ws z^p${BR~*1!+wF1cuHN2kVBj-AV7+JZ7>K&*lB(nsRV+jzj*YQ@Xh5_Da^~UGKvNQ3oOb{zvRtS6bXJi`w`8 zue@5-W*xZ4D;pbmVC0Bp#8&R@Tlh533ytQBS1J*=NptBdDlxx*l^I7O``$ea56J||T*VL%?{%3Z<+M_jMQRw~}Nc;76 zYwwaAU=eEg;Sy`kCaMS~wUTM?MobC{BlppF8Mk{nS4Zi}3|Gb4zc3vFxVr8LUb0_N zQk*6tayV?r;@L_+&A=!eVAAg|KLs-^V9`4`uKmAxxhoFG8B^z^<=>M26XHZfN|BzW zSAl^X4#&T#Oh0V$sDGyuVKD? zO*fnq@lE^$9k`yQZhW~YuNgrSq8E_q(;91WV+|mOt|ph7vAc{SQBma=2)4cXF}Svm z)k?P$$6c2c*jMrw?q^+{I$ZkQ9l^NeCo{8navO#Jk$#X#9D?T-mOMdpV4$OW0^&`* zM=PC^>+zD2(i9w--SsF6Cxk(PRHHWAnS)mzMo%cRY6RQjRD~w1SXvi{K+EPFg^T%G z3Vg(RhfTR8d(?{cs+5StuJhd~`D%~Q|3=p3+vbM=Z^ziYy}BxR_4|q#wab{>R;?}( zFY%r++^H{u++rr7*A76R5CfveXV~}d58Q5EEkuWpo=QmGv4RUnyT6gI_Wj;rJOuV} zxIs+fO4l3uHNS$nrnjP^qDh1H@7;!|+N0(yCki5y^eL)60x*g4SjYswumR;I+h6^B z_Ze`BG@%sEhl?a2{PQbQEZ_*tUcIEr?JHRf7kPLAg6OJnE8kIZCx-MjSl-FwSH-XzBY54E-qKSz)5!DH~)8n3LWnFJEVhs%v*n;kR)mJ%(HB4TK>Tk~(+llHhjpK1gN zn_XfO5~m+8xd7TfZ1W$~tg|j9;xLvXX*%4 zE`AVH(E+R8iJY9=d?a!%CLsR74A^WtCt!-l#LX4Zo2vVI3QEdJr*$4|jqqE$pho$> zNV`Q|6>91$EtCA|m+HI1cbnf2oE@71;1!>F)<0^a6TL?nrD&MOxsf^R1^$!Si1GT z^u^z7Pb`3H0Iq-G?)TVIGVFYg;M-vg$Pe9;b9((z_7e?-r9IS|DNiPC2^BQMh-jgA zwZ-2uhZ%qM3!9-Y<6>)k!x(H=xUhT47YW_G_H0`t_L_GkJ(i}A=m>|y95it3wV+c> z0Eb3WeID=ApMdZMG!kB3-V7j0?R){Uae{yg%iaC`F|d#d_ZI*b6&gK+Swlvh=HDd& zy!ya^r@VWO6vJW&C@eO#0mB`y%eC1FJRUuSm^>O#eMJC9Bo#${0Fm_U2i7;~dxK5-9q>R1MnOQvP;kG- z!PZDBz9e1#4`khmM;@ESP*Necg2#A9 zbu3U&ul2+zvL0V?zd5-ZS?f*Rd=_5-y*@A2!!qK({Z(ASITsgLqT~;$0HWL#NMVj; zilOXHS0XrU46!pk+uz@}3g*Yb7E(-G3SLt`-fnz09~i7`@`C{%T>T_nC+xee3E@Qv zS4m!fdKSm37Y3X)g?)GmKzaSay-bABUOxNvah;m9rOH8I3Cv`%TxBGaHU6dRHz@|at zA{zy@|H@#KuO=^Dc(mN6rRqz*1J{>^QyT*8FjphLNf z3c%hoib1d-mosvqN?{ZOqjDa`qW7bx@wYNS3JiIMP4&IfK zVQXX_74Ul0k|Pdc>9Mb0x6rtH0Xo(ld3%AQA&Bg?K>%57bV3Jm453_TP|ymGHO0WG zV4I$Ez{;GJ8Fum!z^~SX&3|%VzQ?mO*u~Z02fx!oa0EsGRYuZ(U&22CuKfw*nI5Jh z0!t`HZT9<#5^A}pBR19RngakX|EC{Fia+8Zh@3u!JjFy zfO)5cyf{$DfDTl6a)+f|pB*NHXV-HJyWuZhTxrNbrh!&VEZ~d*R1j2{fN_@o1f4jgMnnb~Y z4@B2x4G$BTvRVY8gDyV>MKpTlPwtF$z@E|vzo*y;`Q6#MR>|oB4X;ayPATy;qNNy+ zPFs3ZLox79h}+!UKge;ryP2Rz(3+Ec+$X2t>}emZLTCrbA+eDZs9+0?WZ{WG*Sh*` z61%x+%1CWj8ku4T+TGnPq;zRbp`04|E3I6LDCn#}o+^HLqyy8(1Lcj_k$#aX zk(fR!;10;R7^-TNR!IQr;Tzly>k)2B7Hnp5Nv$o%okU9dk{7zCJZoW{Pp1xKyf^5W>+t>imPSn zoGl0t$1!X)r1uwgH@eR60-10S+Ti8yoxFAm^DBVA@tj%n`RV3pFF?>MJ3AIT;3NrU zq~3Qlw-{Wx4QkALCu~l&sL?ks zQ+ckvpX_o}YCu{;3dP(9{8VPNLGsBvgEey4`hn>YqD3Kv72>_ zuiwJt?unDTop@i8%YAAFh>zZ3fPl+K`EW9mE|8as`5$@*Kkw|!svo}ai?Lb`Gy#E% z*gz)cqd7i=Co%1Z26+SsA{-zj*Ec{-lfQiFNx*J-N+>Qgbh?Y9fV0-9D(Sas4U^EI zhzKGBAf_X(maA%U`c*0SGT?%W%-f!(HW z=1Y)tt1sTfU<;UiBvgM{vH=@1lEgKrU<-zpJ%BH@HQ&GqOD+$9nhT&ZH!NKBcn-j| zxT}}<9iyvPW}rtz!2th_`&y^9SHV_4=$|2WoF9`X2m484=Fs1WfQjr+bG6KiU)FxS zru72Ua~fF2ajZN^@2#Qr5mXxA_Q5h6SqxR{1p-eGjLYl#0T_et>!Vi|4AvZw{AUoZ zz)~*&o_10XKX|vmEGI9&=It}`)~|id((RYWNv}RX9Xq)LwuYfBt=^f90@j5yc)0~B zwh0PCn;>>Kgl&x~0u+BE0E1p|n#v~G(?<^m_BAhr#0s`4aIGi*Z(<7i6sRXpFz)Eu z5Zb|z_8NF~!Y^3Q0h6VwwctepC38-iUY)E$-vOS4=@g;72AId2recZId&p}#)w3%4Z3H-=H{-B z6!f~LMDrJLd9r9R@9x~pwQ6HaI=FM1N8xhzjIiJmXa7r-SyJhh&>>-K%w|RAW*7zc zT&BH!lqxF$A>sP%Z?`K>6xxvLtSzrtxPAQya|gyA}cr zS1;dWwJy5;QwI~U089|Qs?-lf_Kqn}pFmvprhPys%5pv30Aap-OytJ4i1`;xFHDu|joPk)FH{8L8f{}V z7$3n0ukH8_!sJQP9?R`Ml4)&Vz8R!ibyD@JO+S?AG;t3@Ic!W;yMpLci=Jz1YXff< z<-5Os9-kQiub;rMg0_y%q|v|-cLeI=QvMk8cMua_Y3eth*K{%4gZsf0-w*hXty5;l6hK9nq(2x+$l<0_vuV645zr5u_ zGw(7wC8gw>2%r3c1Bd~D=tCMBQ;;k@pF{vG$u&1xyOys56V)?6)Zk1XsmZ|7SfpiP z9^V3o06?jF-srfxw&nz5cq5C8y095{2V2|UGqbZhu-Ap?fH#z|YPj5M2UwII#uB-ScFD*S5%cP-n3F7U9ENw1_X(Rpp(sf|9 zVASyd+d&6JE;wS!b(++K%D|0!F#z7dk?r8(qHYyI0;Hp=?_oC|Vu&ujFOEAs*awvT zaxb2g2cFM%Z5o!@8ct%<(W_MJeuY$PCG1q|sHThRE!Wh88)@aKP!8;W?3GkhQc|*J zEr1EG8sxb_y(8oGym{^Qc<(YjGXtfok6Enwe@pxAahQvj*$^9}^2KFvaN^9HIJd^^vQEXDILSF1JBjpM zM(TQaG~bLx>ql<2)sw{s!U7!gLIe>J|EsgF46CZ`w%)V|Qi_Uzgdj?Hmw?h;0um~r zAR!^03W7*WONfA!fOLn7z$PV?M%+?Lcb>U;p7X}J-s}6$b^Kv&_geQ_cg#8F7-PQ9 zSUX6yzXNQ!m7AJEB%2flLqEe)NnMw69xjZKW5iKji|;FSdJ=w4DXt6w!WMgl1(e?M z#o$y@tcNIRJekj8Zlz8}%f|CKA&}156FQ}}!3ERh0Ze>wTPK_^*o>dZirF{V&kB5o z3g3W6@y1X+u)7hU5$+wK^L`T+zhl%OqyBGr5~yjM9Fd!!0MLz$it6D`wbw2%Q6d!V zC#y&2RyXZl?(b)wK4NvRnI3*~W@VHp?BW5r!GMOn`qbdK^s&^pMfo^76uS7mBq|!C z53B|PQ&ZErm5)T$*MwP^(u#c!_r8@_guYR+r0jSMG)%tw@K@AnT)0Ouly-Cziau3h zqxqMmV87BIH|nZkVdQgK=Z8fR&S2L5l<4$nEt}t<@4F0%rY7dYhYupDxQyn63IF7W zM2#2;U%iTtL{RY^eY_BL1ZfE|*1cQ%pFD$l|Ysl&ioG2Ke%s}tYxJd;?v!;bkM zc#{UKr1Cp2S1Eiy>Q&OGC zN_dF_Ihvmwx@(sk@&noceV&=9_k8d*Bd|u*K-f@yNquOmKi{abaIfBWR4}&nT64iq zezd56AN4gGLZx(33-l`*saqKZYX@<(4KI5HU*C``6LinHNePIEp(1jwFvGdR{K#D5 zb>|w2xl#4J7AK>TARvPX-X3()ERhaprRdap_TB(j){i9}Z{j??YJ=*QDR_#lBn3 zG=wM*mStQwyKKW1b1b!vs$ttKQdJW4V zv?H607M_I&C8Lcirts%3AZKR*IRo;_%SZZnvdQ|-V!XTKl^8R;NDlJ0dn+EXwY<7o zVnT)81d7y4Jrdim4Sg^W7|o58=d((IV~n9}M4MsDXO`)G+S!$v?)6}GCI5m^@$|bQ zFPCngVLr_VacKd>L}&xl4v4AqrcLJYUg1Ssd^LZ3xaU#_799}{0vXszv)esi^AkQy z^M8B`3B}de7rEk%etkDjN}XStBCc)6`M>FWe967pbtfZk*7e{86wW}NAvyQ!c{dg^ zt=S-WBgm*CR{3&SdKC`D8Q{k^0Rr*Ceo|5goLp?DuZ|WzW_VD754@?ScZ+KGF{?H~ z;*EeoHFF~q?E=1!T=iKLdZMu;Ea`Wp7?giLeI_+HWf&lh@23;la#bO9(jB<#G(RXH z+ws}#xT|7i>PD$HZXF3Rw%(~?*{iMxE$y^&5K#L7a=SDCF0B`6kzQ-6|uP|Q8cusN_U_aqb$&dtuo*KVts%M4$ETg9|OS}r6n zRyR>`+T_tRjuk;6q*v!J?vP{DQNlp*dUzm_as%@W^aD|U~h;m)KygfX}lQZc%9gA>4P&UQ;&J(s;VlpgPm1S2kM5(KrQc* zsrM!&!m+F@XF$uY1>OSETgeiCp}e)b&l$G!fcaqM7{o!;|BH5~p6FGcEgVslohWW7 zo`Zl%8Uk9L2fg%^s9W;#pE^1^oCTQBc+rzW?z;5hCVguMXtye}JCzFv*%-MIEF3Au zemp-oh}|{^^}*PyAlw*YIMS%B8gi=VREz2}%Ww4uKji=1Ezf-!Z>V<Odi+iZwc+v)&QUUmgGX_X`9 zG$=1fg@h{k;}M0p)S~>W8SzG4mcp5s^5&{7z)*bf+Sk|R|2STLq{^s$A1;>ai8VSh zVkzGK<(79b+WxSc{&PKUSJ!ICHlncrXf^*t0ksd9ap`#&mP)ukU1AhcBfWsoD@aIu9cFJFIf{2Xg8h2W@~rXf>iCvZuxhVIc3Pnk z{<3p!kk-u;;=tmQMdD&7dU6IcKnaQrPR0c5< z?OlXR)v(21IN_O&UWnUM^g)I%jzoC=iN zDo&i5CIDa9yO3=?2lSnJJZ05n*m};mmiUpa?YAkp>?W9Dd*=hXH(uO1mt@>l{d?%p zt#j;RK+AK^d~qojpilPI@R}fL+dLA9U3($hMCFMB#2m1W$U%fc1aTljAqoyx*RtTv z->xql)C@xAE^I70(lZ;1yj1gE6J!^|AKE;9JRdGtoul`ikrifY;5{$P;LhtSHiw)V zH6&?gGXiK(ppGSjYSAaq2k~v3@>y-Uu&XP?+7wWD6SijWS^NC^MIY7Nij-Z%b>rb0 zSK%6MH8>|iZP*B`hr!iunLl*#(s9}xDD9!jLB%fVMtEJc>FWfLcl5M8w`)W`$R@Qh zd2TKpyp-^f)4TeKWl7)E8zBi%LQo{28kW=aYqx9C6U)?IBy=A@gPLL1Kv1{6eWa-m zdXl!9&o{CCJN)kx`E?v;$2sN1w|T$`i3bdIr~ZMU)8?s@+35}-etj8Q3HxA@#S1fp z2~*Gp5V2QGH1X@nLOkzx`Z$V@4FMyc8jTh4ksG>LuDqj`T&+l zch6oFUJWg61VY#Nh?DE?!&Sc0yl9)BP6ms9ZQ^NdQ*L9~L__{_?T!=)zoZ^)7kuoj zMa6qUX=fPOVi{0KHGhzJ3S>eVpyzzObK`qlo*FyWJ-h5U&*9!6x2)Ep$O~yWj2_OY+Xc6I z1P+v6(J}}v&CCegIMH*0_!YMM&5q`9fYvc#34kJI8QM*5&g5bWQ>EYgNdNJd&NY1G z&4~6v?I1#@zDz}=Xm!U}w0$o4mM0Z%ZvshgmA!xYvHRirt&nRM zn3z#-sQqV%{P`CB&vA5NSCB}Tb4vf2^~p0+ zbW=MsjJGR&U`=LXq=X}SbQWWUzC;lfSo*b{MNA?pC+FI^>sq*w*8)|BtN8uJOFneR zMrU89{5QL4wEEJXfEmEng^Dk6x(jf^IdHq}@SWQYt5eQu)F%&(>gRHpwQ`&dIm*Ar zwtL|7iv2j6M$+pdkSG?8K^B$+khsrKXlK)S0&eGs7ryWB#%Djz(bD{Wv?Aj~_Y%0# zOE5$BmVfS77WA`7c)yE#XjC>IYn!vVfhUevbbrp-c*Ok>d;Da7#2y{SVJ&h zE@sKXZv>~zpe|MSd#~IpU#ux0ygmlOBrZPw#~$?#9>UY7KLTTMfblDcwL5D^BHL{N z+;-ivEc;6!v$Y~$%8J~xI>kNzew(r^qi)-nC8_sg6L>4jS$N)(?@>l#g8bwdUy}5f zA@&n>RDfZsIQ;;zN^h<<%OJG^9@leeY)OM2d(XewSNBDCfqk`hrzc`gu{~{A`Plk~ z>69bAB`C7ZA6LOy2KWo7-#^YOze2op12heqHB z=v$u^<@~M0;p%{cz4xHryKm9Trelbiah(X&xciG5M6k*n*v24`(R~6$UdYjKd=FNi zUtdtDR*7@kom`-QCfT{ZzRCHFP~zZg2`kGE87BDUi#ucQImRiDUW}?9{3`I>Xcr7Y1v?Q`;*=rta z44h~IY(8@UVL#O+*-JU#)>$Lh$6}Y-w#|BKX!06zJAEWuDQlmR2Kl& z3;|f_f!}B^y@6Ql<8uB?o=G5g!*eOaec(6DeXvXU8fPccaIwmlqkOD1>HJ2!Pu)`1 zw@5kjU92e}fvrMPVCkMwfVBfoqOj9|sc3}Lqu!kI^_QT}#lbaoW4 z*p=5sH6++E_U?jJBCmx5;Gpd4;*WpeD#dz~Fhn4hJREE@f2q*&jc;DI_@5fIqz;Sq zXvCs!4-$bKD)gH-Zyt6-0fGdv`wS|xP@e(sO7gE?M@m>cs0ANML!_rs<#4yWb(OD2 z{3)#Trf8;jb1Sn)p%3R>MCmZSP?Ccf< z!xlN4(|%jkJ?y^r zIj71cr2EOG8Mw5E%caLvdP`kb9Rm- zvsHbIG7c|0@DU4(%^5Jk{da8~W!bzUmofN`=rpkm#?mT%c}evYVw6jk*OlwR4)-}Y ziqZ=UUpzWG5_VgmM{H)g4H|vwPdgUfsm>^DeDs}{^1+wZ)=yj0=mX$aY2A49O2S%r zY@ol5OYXDT$cWh^;?w%AB^JrVo034}r>TO2D=!mw>i1RK;O$O)`kTpTNR0@ZDoZPz zLy0#>9*ZzB+EBDum}xnonEj$BDnS=`25~C(k1PK0L9^b50{0jHjxrdm0j@OoXI`Ew`5`@e_L^&(Lm~(~ zXwN~aRum37WhijF@}{T3DZn@-K4q%sT*eQI)jva}J1*)83_Z)cUofkBAjo&Q4>2~Q zZ*3vnFs$b4bHVi~BivaF58S;4_OR_*zMILJm-qd~)dGrotUXx78o!qC)Wh=!+z!ET z)8@WdDCl~S^b>?T7ED?&Nf0jaikYG};}<(FyM)Kb>jx>aLs^RN^~}u7Q>0`M&MMX+ z)VWp&Z26P=QcUWNU7jQSC{uSIWfJ2rh;Ar&D0;w1Z&PQqa@PaGT!m^nlGk@Kx_;DC zC5&7Ptn)WKETa_#%EWCsxkOt$7N)6~yQ2YMnrE=>fDq`e?Eq!e`ko?4)^))<(JNcX zd(Rot5)sqIYQ!GKfcDwcqG7Q?d;b~W;lHsJC{kHeFxRD+@#9-8OJDwNDIH%BJ1T-T zSo=`6uEea=INNstym0hVk90RSHgrS+qfH;E{2Sh@oVZ$GE)pkx<4|OtC6S4lIXAI+ zZ?Pk?f|$1B8AUzNQ)MwMXzmX`X|q{mzkm7E--mN;b~aGC^1g2B`<020mzXWS5sa^bc;};H91nZn<34r_mz;``RtXSnHyxP#0#sX_qc>xXKKWwR z_U)AC0KyGwr}LmFSXfM;LOj@Gh8sqG&X)=XGBSuDjtyWvv+_jV^c>6&gVG$Erq!E< zcBY>b2OPI~N4jY!cHH#@EY5@kv)@XM2vvwkBrZiidkG0~F2}5S+%h6cz<|-bo(&m# zCGR4zmVwC^1~@R1BOp05qWy>TSJRmDQz``wq7h`3(ge4rhFg|f3r|&~q@=*j_vV>Z zbm#Qv&vKLwXk2m;^)_3?DH!n%x_fHpDXFA}dnAy@1Fus)Dba6E`?(tiL~m#majO1BIf$FXc)@d7CJp*e+mF6%{$fpcooh?k*wXNdbxBrDCW`R9A)9l1+pdR6erQy( zyN&gF-F}`K=ytUv^cb39az^ycZO$x`)d`U_!zInjITBA*yO}#|Gzyu{!s` z=_P}`MINU)9}*~{TCEP+F+V>^!zukY)$H`>TTJi`P(r`v+s>39>RC1}5}=0);UVQJ z#_}?>UffjlNz-PK?R~UeLgzRoAHNnlckK=k~f*Le_Hk%MjxZG635`WuODu#lTTi++DgE7{=7lKcVnaHF~Pwqp>Qh_)da5o z+P*gR-uk3jablh*fqmR|#YS`VjgK>6*1_Vs4HWetVw(`XBQuPA4Z1-=TJL-*`(APK1V z9*%eyS9_kodaK`YUuozE85huE5YhTWW)|!>)a7*zeAIrg8UIwerFRKO4Q}n$mmy{w9!mK#5mk`BkX=wdDMt zTB-y?lQyG{`50siQ#Fu<2aJR898|UH1U=!YmnLHwm+0Be;_57C<9Wx9Vm&!nmzLAf zSmhFrDkokwk${a*qMA6kHr~VFdk~CSAQk`4i=>h`AS|lGm?+I5|2P|3KJj<{QI;aY zRM}IScijeLj8~gbkvZv#UZ~e5Z#l*teZz zR6pwLOc&>g4hVuHl|6zitCK31a;d#jK!+#kqtP&V`E|j}yX^ z8^2rD7iSlBAo)%vyMP%KU#H+z{!$5YiQwwPmZDl3jJaz}xM#gR9OMZmWsZLE71bf3 z*a2}iqb0^8$%acmNpQupIL5UKdCczLM;lUrQUyeu<|JCt{>8Ka4Ah-g@JNpx{e~So z0=duTlHb$NTpJ}hIXo21V(k~FU|vPFB)u(!ykD>XE8gdLW?RFVN2!$(kjcPC(hV&vPun=(ao(#m<9R4BQ z%&^zh5+^b`Cw5d6)sO-&o|P8MQ@%n7SeMYlBIEeS z9wEn^7@X^23LIRz@FOC z{>e+fWU^pkL2a#EIpB85;W}CnWT>G)47ygIV*|%V35SuKf_1egm8}&?`=9j!^b=6L zg~BpYV3I_s6@9(x{CX09PU~`m?45s^mK7IZ9*E=nnUBlX#c$g{#wsQ4rL$lGTjz~5 zU%IC6l>zYrTcK+k9|3xGoVMbXC6;NaN%S*p1h`x zv*dZ38}0YH01O25?O~~##RtpnzP~PI0P{O;y4iSYVA9ZJGWO|T8C1i_vvA&%1WNAJ z85p(~Gt0wTN1FY!!u97B!iP_wG1_w2pk45Or>G#~K6z1{>TZ!0CX@fzHRFc$*A3E( zD^GS1^RM7w?jBr^^ZHKq=9aNkoZ*roP0n}qjz4S$p|W-0!B-6nGEvQuk*r3MXs`Pb zN{gc0(a5u@G8EvOtSe^AZB{VwYZu_*9Jn4nL#B)ty&z+GosKQ+pqIR{Dt`bv3rET+ z9BDKi?3#Y+*o`aNxfnYWm_59q!=q_E;O3zz3Em{`EY~j!mzuz{%F#cG*{q59m3#H8 zY0X;W;SFf|{9xh2aHfz{J^49Jw*2?Zyo3a{$evk(fg3@#I!yS#%uM&`KIuPLBT3%O zUf)MxIF>LRiR#Y;P4fbV_G#?j3Y6V<@*E+U02tzA$E@ImcTEM$QH1VCy_d964YPv? z8C{}>!EUx;@9ZRj!xO6xm@SFd!COgUn-hoSJcO05-2e|}K&2m~ODjJ@xfn%7ML+%Vg7VhN=4N0_%vq3uJOvBEUq7x?IuPcyM=@A3&TIp)PvImEq3mM@G^n_AqCQE1XN^i zp=bd4{pv3x)yIL(4(1tGM9`2u2R9T~51E)+rK_pvFcilFQ=3NKw;isK_(|9FL}< ziNeC3quP7Javd`R_?gAy5jgi<1Ex%k@BG8E2d*C>Bm=nIGhVABbnii}Q`^0+%b1h% zKI0C#Zlq*mnnvoANhT(yDM+fVgNGcRS5z#xLCyl+Cg`x93w^ckq@;jAi)4FF;o>0_ z4;Ff&{w>wJ2dw~dfNp-8-`mS;fNWElt3ER*{Qa#1@2R%srZKyw-=a<7>Sa?s?X)>U zxNdiGR(@%wZ;AoB03I}v;wiW=EC1m_Ytbg~FZ3IU1sX1{BL4W%(b2cywH4$9wzLu8 zDV^u_2}FjfgX>`7atrPi1m;63i|6U+ihN!+-njkxmAS3L_Kpnw1Lnw$scAexX-owy zn%{lXQ}=$nfXiu`d;psj-g6wyuW@~O3FW{Clq&};qh(}dcxlh4LLv65dMa_~xyO3c z6R~$Ea`JOAsSOaCl<(mzWt}`cM%GjR4;$Nm2)Q*jF$qEb=1eXEt%e94`crOXUA1`~Nq*WaEH)h+G5xn?7 zRs!Pb{kS_fzCwM5@?5G|d`^X*h~q#&yyye+Dd+)}$| z%du061Pl17DMejB{;c9@R7ir>gprZ$)oiJs1r~ zQht<5T(l7H|8TrUKyvrzS?9m?U1bmZ2Pk-9b!p6cL06)MHDC$k`#Av3RTvPjfPjF3 z5&sNm?UARiVM)Sr_3FKE#doc>+5+&11~3%F=-)qO0#E0Pwyy@0U(wO11Px(F@=a&H z+l%uthi-4fJT&UD%L0>Zws20r>q>_6wd9uOuZ>+}4JVX^K|H|mxq-s#s!oIP$}~(*j~muQ2EnZ@>H|*3@n>Qt@awBI_iUm(0g(#TK-f zNW$|&PhM^c=wzCtk3L(@V3OENUUFGMaR6=m2Wyhku=nI#N|4$F@7oe?&EHsM69!G^ zXZHwg=i?we`xZQ~rd3|vPICf>{51%7M=6t22Ml86UQu5}C0*&slYSndVhnHqBWwDa zGYc8~hLKkaf=2jO#I+asGuvN|mu=`1Cy;+L_5Hv6^Hz4DA9Me_^MWh1_Q}l$8w9!U z=QdZIjE+U@!Y-nY2)36e^&2~4+2W0Q2;lxPGqY~MZY(INw{;$(IXaRD258ljKbJuF z2Uab~Ui(9gShHZtGrhEw%C&9K`$6@4VO&6wZbdG0@w4GvwRhUhrU1O&wXsS0?(iGy zfb{20?TSYR2?2Gvott46x!Be|0Jo=g0r8tNu@C zvKEnphnw3J($C7-xomn3P~e;t<-TJC#xKVG^(}jEbQg}l>BYr-%ky#9wef-S8pzDu zDtI{eHiFkX1^BMb6bbi}UqFE;T`}gWHNjh`Mol4>v%Y89{i`eHfnKEnIt{Sn&ww?% z1Kwk1*Hyk|uepAJ3PE0drYfHkNX}tjFix2P(X{J?I{`>=s#k*Br7Hs7)_r*Jl`#c? zr6p()YJmONgjc!!GiCbN~~t0yg8CGCMFGOH7?CGL z9t})tgbuu9KU4n{^Dn^&i1h_u|I^TIi}#hC=b^}&QOy7~{{u5&`R@4r2~fi)jV{4! zUof=)nt=xq9HEm{w`~nLbnE2lAi-V`IFwz|a-YwNA6SVJ;hPmyU7k(z)%&yvoReqB zpMhQ4Aess#@#vTsaw@8j6Xbe!Y6|6K(QSJPqKqKfu=d_rAkjF00Z9UzcKO36ZPmPW zzyJJ6`Q-yvHe?qsCcJG`gmfrD9`?8ay4y1siX-p4KQ+IFrgLdH+Mel-O7Bjnua`gy z0EYxgUVk(ra)O$*#U* zsn)JxuD8vW8F~cjR&Fa8G4G732mVHL+RFMmU#BIXKK#}Eb6*UOpm&j<2rrDBDvg&( z=>8XCp!HpV<%f`*-gp$1T=EbifX`C!Bi#|LEsI}bD@2axXkKwi%nbbNU7j$$ZyeL& zG>QM1o6GU={Yjetm@DdEqu zy|k%3GRdsR!b>({23&v^xKLBl8D7n+n{4^~wI_5<;cu=Si`XdK+uxs^d)#-$JmI`d zwP=fpr4&$x)Vr=CEf16K6{UUO@IBu4tpVM(RM$Dr#5YJ+%Ef@EPhH>)LOZ{x9}8j^ za0E|yW9Ux7XIvp2=kl%5x6ux^iyC;h*#;HT3#A|>cA;BCEI9;bl;W_tk*$r_vk=6N z){0?}%j7VdnLoJ$=DaSyx?!VKk4uV73@PD%mc>0RIF3{Wnnm5$%uk|CUT#>sLr8PK z3)Iy4d{*#Hm3HG=d^#9ObBjRmmeigF1$eiRE6hqHz^{lNzWYWdaNrmtALqksf}ah? zkoDFvOk5X`@=ft_SHA=Y*_iTlFoG@`GK{{yT@v@o1lYZN1rIBr(`iakQIV(=J-u`# zXo>mbJNWkr&t9FYtFIrVuJqpDs)>w@gfz9m+vw0gS}0B>nNILg!gLt(&#tA}*>_GZ zF1qo`_2%xUl<$VyvYHzN0}t0Qnf&TLXUkf7{ZM`07dS+g!n5F9Q3JxC z1<=9_T=D~_j<3+M_LqU!?JLx~vzijmAb^n5Ddq-&BcNOVhv3PB@dD=^js0}AV8D0i z_#+M+lAoRu=0s&ysqVLInVDzNTP8@W-2#JB;#mbStn6?qw-d>o@nx>$lBynWNQCYm zVbe!zYdqwd6M!q2w?KQ8mlsUjupoEQ^L&bKXaOU`j}Q>kd5$Bt^YC(@Ys{^R!EWkQL@D&i<>Ppz}F${MG`AIr0Qp*N4e5L$HMbdRX|mB?*a|E+PYC`d zt3O%*;UJ~##h6z)f=mYyjpc>XEYiiSk~vt`zopn|J5*}whXwy^dq#ls`RQvn0kH0r~*Vc$jN?wNY`Ay&-=%7woI$DS@-b}_y9?O<#!X@=o}7q9@l~K!NY*I0tIfCYF9X!^`yj} z{BDBIKKH7`LBWAo^+4@dXE_u13Q|x8foaL+ZHuZkIEM7!#RX2^BhliyH!gaKmvxuRidJ>;n3n5N^ z$0V>=2Jb^R6h=xn2?&f98nP<46x+CuA(GYM%#@I)a`fI`lHC8z=fZw0 z<+5-NOoI2?Y82>MutIQ+ejFbyAM2#QYfM#{;Jzwh0No**^`1B`WNxbkd1O^;2aNuX zoYG&|M2u4}^DxxAgNj4K3J@c-LkbM^4WK~Qw~a5(4rQ@Oq^w_N3t|xC`XUcyKeb^i`QKLQ~d`=~-YIsN&^=!J{Tt#>O*2o1x!P+gIvyDI&dr zR|!3%s#(R{*D@E}!C6JssgRhcgKQ@z+C-X=-Xh1;L$}stF?&f!!o73t;3iwy*-0rxMF2Y998l=wSt$pxS_lhBT<0<@dypjO+kUfysPB`x%7TS>9ovoP zooYwG1=5K~xO3ItR8RIpHG`2=XXQyjENIw>e^Nfpu$v4|V@`rvxF@kT24JdLj!q#Xwadis6a7_Z$EU z%9s!z2r?iaK27!us!$B`UGv{QTxkGHeSyw+N$#j7`M5`4NqsG!6Ynaert%nAV;Und z4>GMD1DTgKy^mCNR-oNACRLv5D9)^HM_$S~nTn7EX(Ei&@>RK`-t>1WsAs6KM!lAz zdZ8+HhfTt-k0|M=p;YWy%AiIS?(69L*X#X782lgX4HJ?Z2qMo(Dd^bzw&qo_He!Rs zO;&eHii_yq{jHd#ES4Bai15RpNsRjYn=COTOv5TanIieG)<;qlDA6;^mH>{Tdsb#G zX(O&3mxQp-oFZ7oA!@7m+vc!YQcaVj1xuz~^$6uuQmR|S>Voa89MYzA)%FiP6Sh z0D{2Atn8%_k)lEpiBV%}H;r?R!Wfz3=WSfXJcBqs$(;U1C^0pf{q`Zd84Jrhmb|yb z@@SRYR3x!?Cm~%PO%_%Vc!%0~34yTN>5RWr9+(tT?&a)p+(48P>!*R=`r|JiKK1p%*0E^w+P5 t`z(1>EK)}XOv2)yn8g3$pNlz3m<)|c;G zT%2G+931xl?>pEXoozVU3|;%dQShDQ^kEnnMCP~uFbl-;Z80!%!sVqTwA@oSXK~#% zbzk7^`e=U4_HAfrXn)4z@*|9}nkx~*g0sWS_kHb#**!meJ~M(7YO3vR2i*0!yc5s4 z$I(@};-BN``fg4{W^4KRk;t$nL3HCz`S5FH>_^}+Nsw0eLR<(wA?_xk}zYDl9IZ6czko1 ztxpv3;QsgT-zmYvsL_zHFl~wMmA;g|S&|ff$2k$LLJeu}c^n*^OuO+?0&<>KjL4s( zU!Sn3HG6rm>ixjrXu0IhQ%U<8MJt;n{u%3Zvtroap^%!R+-BzXuh`bHV-7|@FS(@V)*7I#d1u3S&g&dh&(!CxIKNx647h0p%$ z>FMcv+u|x`&X3qk=z6C`EECTy-X~1&XKEkS!O(ohW7)DqsiK}bxIu?5ra}%54g-fI zQ`6JMVp)NMua&(Q>+9ZL}40>Z-C?WfxKc^wcH``gyT9)59v%5N zGzh=aD##4T(TvHgLR_7%JJ&_%lo%}j4t`8ly?nSf?0(S4uPtoZwYX8%qGS3=x70{| zJjQ%yVZkhvN(|C>lv^WSD&}+Tb<{@R*>%;l-_5dKU&sp`kxNVPzBn!<62QMi3DHnf zWBTC{>7cdx4X-cH23vf5s>FED)V}MMrNc!iDJhxsf99<5h2|va^f$~jr)EG$ixwlq zuH8|WwL8rhD#ohYVyfvPueykchz54K$i)!kVK4Y~PNMi7O^ytZq52ip-{fN$?h+7a zooMDMksXDIi6;4+3@LJ$PgmO)sAmV9b4M}Xg{}0~?Mzs7h8Ir9iqo4mdp+ZO|4c(e zBT~O(ym%(?(gzt$Pe#dDBWOEB=NgWh$jp4n%S*$`y4h@@TVmiJK=|U<@UUi+TM_u$ zD}oR2ld?;V7HMlYz?QpnO?<{njTK>`jbbQ|X0NlKLR9;Xg7d@qs=5hOg3eN+ZXSI| zqN>9abFb2x_mf#u>pMGTQ^R1&Tuj-EpzX%KtCx}4j-Sl?l(EN*w=rgTWtk-GHzGG& z4p#?H(rnfWqdG0UX1L*z=iW)Nu{rR`ucREM{og8OO$PSs5ffewD3qnw#a0cIL1jU` zk8N?|_Hc_BCE7J6xsep*&5`5nd{c=2VKu_AgiaHQ*cXaF&~9+EKT5qT_|Z8%hj70c z`3_R#6)t*nd9V(Xom1RTo^1BM@a{|#@z7|x!!2nd2?nAR?)_ZM&*yA8fk3Rr($eO1 zcX8dDb}QC|@63oVncM2?d3oYFOdNu}Tn`4HcWZd#Xk8E-aeztykCQfm-B<%HH}|o| zVfNQxw(O|4>*fSk-x*)?@$!*$;XA2GI>)(2gD4tlZtuoMau%KM1TEx5&u~%jyYHI0zF+Q+tE#r2hR%DRq#e(B?i6}oU7Yx!uD%;L=)jzvhweRP zEpV{w2ql~9r1JUBYd6;G(p&Gk@fr^guS6=Ccq)<0qVk($AhgbTdC1G#y9x~F%y_&) z+$-C%mg{=8)MoRH&-X7!$%L-o+@eis*p3O zt)0n=e5g;cPKnaE82qpRJ_BacFoSCP_r6p?&5iN0jIm4!>|rjk%UwUH>c#Qa=vLPU z;|4cvbmzOV@A~VBq5XcT?S-28MHe+SHRE7bmeMmY9y%ajh@VTyA+1^IX3q~KXY{gEKL%eGFyw6=+XKUu*8_j6(QWo?Z6Q0u2 zQiE@A{40O_;2i#7T<@Y@mdkC`{f^3O_j7&8Z6Vy~w(o-NP1!kF#j(VLfN2Pd-; zjSz5&%9NA1r8fq%1L3{<_442W>koOtlGmSGDNC8%*lh9k?a0~T$%*cO|0Y;;D&V2} z&*iR~V=tgnm4(p!OXSAtsIDn51?_mk22${Hual~3Z>h8RWERwnZBMp526WqLef)IX zMZ(rtiJ{ow21C>8>boOBnwrTxDscN zid?!_FD@IosQ$3jVO!c_-hQX5#cgY9UBH8)YYW*7MsoI}>HeH&ELhZ_XZy>V_U9`p zjw2TETMIhMbimv%j_s?wk2m#QOHmc$wL3mH7a2k;38sj;opR)b(H!l*hx{F| z_8Nlrpn(7FItEG|<$kss&0ihm^{E?i=BsccvAf-{lULX5wcDN0+fK*GXy<>QREO%Y zu!Tu_orC904WEEuWP7eDC68^tjoy@UZF;E5^W-&XQnL1Qqs~L*w^bpZP(4gnc!fAU zQBhHOSNET?s$I}y@I(_iO){Eh79vT*D(yDLN^FmNJ~&?^P@C_kj?=;-9M=_em<{_+Lq$wal?xQb`&2xhr@$WylMi*M8e zWitcuY=%k~Icfd<{ZsiF2<9vIG^@~qNrFG7Z*=(xeKwyJsd3O z!JV1Da$c-krcz<*&Z3GGOy5;8jq8Y{>!OVNc#rS!9Z8(2;GvTE= zRzDb@Vtf2MO^uBs7ib9-Ue;wRJn^t?tj!N^v>Ioy5E(%=*#c%tCt}u8YEE};VBT+v z&eG6<|Hw`W;eteXh~-?1JQHv-OCHZ|e2NPE+IXx9Cdh>(WImbS@mdNq^Kv3)9JWq1 z^RH^$L~{p!>0;otPP^X4_UM{7dVpop2i5hciY)_gKlQm!qN3q4kAW}TV>>%5YXot& zN0(tBHY6eC^W!<#GjC@S%9-@e(VV|y6)EXnnqPQ|wzM)bvhxSRM>+R`%Tyv1ch zEZn*;xzPMMEm?Bhx6A|d!2HKeJSwk9Yr_D$ow+8v`khd60VnZ3<=90gvOCIs0+voo z9faf}?rMY?NU47#_O^44f;y!}9`jqxCv%>8K0T3v1fP*MiIy2;$SY)|olJyuz=%dh zF_;>~<_Cu-^pf1%BWcM5)N$;_&vO;xG?E-T#K@)|gRYEww&nC^6a0zi z@uq}ziD`>TUsDvUX!z;OQri{16NzzGX|9RAf$_+V^%UORN zEf*lX?DZ^zmaIGU>(^gk9oSC6w(|1co^2qdrlvk!&5jr%Klm5IQ8X?ta{$$BfrOPw zk{xgT{pM%evKiCE4X3RCxbr|(R(AL}kP1<-Qkm=H{gmD48Jj_6?M`{m!OLNM4KX*5 zvYx*g1RO7>pFDmXV=cfhDku}MIgl#o*UMeabrhL>dN`~)dNZ6+*4yat^D9A89y_U4 zg|+h04JbIdXCj>2{M8aBADth}xi1kOCE1ANJ71&tmQ(W(5j{48**{~J6I-s&75n01 zeDV>cD8aas@$0LLVIx^c2CdN^b4M zW(1Nn9DChkvQnLsaYB1gqv5k~?~EprL;5UB;Yv443g5L3=l&ZAPVQwm4mNj-EU}B_ z1J!kodr5w@n87$wLkvls34^Iwy{R0w`Mnw3CJuB5{zC(S@V~Is^h#+gyro7ZkJJvq z&^7GV-p2SG`?UdYnFxB?j?TEGjUE`?R!m*US_Wehqn%fH`tcDnrrG&{J*$7zwQJ(w zLFD9kexnQuPvLw#ALr8=(jvj5agC}*B;wcU1bt@Q`1_uCHtlIkN`v#WmU*v(u;eBB zPUNL{A)V9duDM8PDiOXE>MAz5w%Ez*y!kB|G_U*Pl zh%hybaMJ9eI<0F$r=lsgdYG~`umsLN#YE$gaUqhrT$dAS5BcQF0=?=K_Ja>eN%8k@L|A?()Se zsb@nRUcSuB(iSdq!ei5~G~AOE)%)}>cxan);%>F7+FHXCbf@imILalgg{Ixc2W{P^V~YI%-* zZ0YC}lq#HN**iYTM8>cUD9tcS6J(jZ$C9F33O(lo4n;HQ=4ZJ9y?GU^Z-=OM1^7`8 z-Yb?|s-b8iHDsRR&F72EPM6ic)KADo*A-RZZ%_hfF)yLNgC3pk_i$*dy%V9@pUA0E zyS98+V?SN}YS?k1^)p$#wVZczPUnDJDNFknkOEQ(j9z@T_SsucKX#;S;80X&ZAW*zU7$DP98r-C$rh18PVq&XD3W0% zq{qufb<%a(thm0!Y&sn2%D|x;Vqp>$iq>`%q2gwfgy*1C9dv!)AfI}xVKAX39TX}3 zE?c>xzpJn9br&5RvFe_4Hmjfl-E^8-=metEdCB4jil#}plV1)L<9O~fHdVh#=V$Ku z3EG`uH*2}SEW<>oD(bB`^WD%cn=gB?H|aKO{;>;D*X`71-F*8YroQ-RX7NPRho}Uv z^C6Z=>I=e}`^ zKV+i>IW+1eAWFkA=A=tbuJ7KhdMCW_Bnn;Tv_z;t_uJTDS*V$=veVG61b=cydMb^Z z{e*onZUTDP@K4|J8tNnOt}R85!I)^YGrB)*qRF$yHser6q#&QYYNRY?q}`r7P`P_1 z$0r;WqOA~>!$_|XT2^t}#(NjammeNV+l56Kt|TZpCLO|a*)3>9t+_j2759IH?n|;C z9dP7+%$ZH{_U?`lUz=1^rL37zktq{BD}Q^5d6+q#f9Nc4me`!C2<@Rr*U9^&B+-jK&kY>}Gox@S zvK~(jl7WIrQYy;i{-Pv#*R!F%BCn{Ld->9fk)@NhjbCDdHQAi8LW3dlhvo_k-0`Xa5gFFiDbrlH|(1yhi9@fILSG&Wrs- z%a(HXl-`VJYO}LnF(yPw1GMc8-17?C)6YJ2%`nvwCNVN${sBs4#FaAkFRduvJ|>Ig zZ;cow=raY?*qLgt-F%f(_vb@=7DQ15S6!qTI8DR^@;@$f#57j=(~76qc$t^+LcHp_ z&OAnDxT!xUr@j#M;kHrseQ!bWXT-FZ+tzrBwX=saU*u_0EPIp2J|vRr&AvZ_s1SD! zvsf}}Mt&!tw>X;8r0@fCTb_|BbQNhQ?Vzh88aW<16QC425Y8d!F`!UZjsxpJ>rhsR zj7QLjLiXv|XtDMY2@BGQSh*(Qvv0KREiag%C1R#j;D-PxHE9+Qwg@=Q@xfhUJO zExMU44)zmB8@r8ZB+$hqk5OMZ{y0!3NE3Pq6Wt7x%4?tQ)0Ix&;2!` zJN5XLx*O%ra6BkcHyV;`t{xAVC8>{QbF}_s+36eklv#kUO)4=)N& z9uZSAg`y=QB>HvF>pjTytKTQVOLMBz8q-l+ib+X_TT#>91x7(LKIhKQ0*R<}E>L{A zrQ3Vha&yDTXSw2 zW5!c96X3ChWMYh|INQQzXKHZ|cdEYT}}v*kGX(<=F@&is2ud8`Vi)h6MOFxtkhkCpBlP zk?;ec!=mp`X9rZSV}xGPW!cCgq7;d~9Ae26J&dA{iWATIDBq1G&%ym@nLHI+4#-bS zi)R?bx4in(%d|IWv@b1j3q?Hk z3;s<+gkWakMlGm5tz`r+b%(O(mKKb{C`qx!@4q#IDyA#xcLxIC%|r|2XwmShM2`#P z-tBAT$8if0m@mPX5bcgpA+sR93;r7wW{&ay|9<_Lm2coplmIcTINVVWUtC?i>*?tU zMEUdk?%)9DPUy(o0$Fql%UH;>SH|3 zH3BX1LGM5R!TkhayoO}T+70}0HOlIw+^Xkk<9zxe$MI5U#1cRwWG0LZ z40oQe=xAZi`SoUqQ33wIEjX(!m!gAllRbh`PA8R5raGK1Hh!m}cVQ zpSpkZT(g-rlS_v@m2M9p+!5xZrTW5#ZwI~H&)bo9%mq+)sWjW7}o-oB+lTx{{j$wdwR%~#292XO1dLMx`r_KZI6 z7tk1Jwq@Yp-6F<+7qc~vRLQ({@hi=io}J+oUC^P&%o5f|>!VSRXPdoWP$5pK?~yQJ z*x1-SnNV~rI-G+PB4ZefU;6))1#kawerTI+LX$<_omKJ4$|2pdS;29@PtI`~@HX`p zg!kxUCd_0UD35io`@f4O7&?4io#5U*g$mPZz`&E%rlZ`*gVA4e%o(~>8Sck_)vX&#R;G-Axyd9+`P08lF3B&Rj zEv_3nph!Ol2wny_DeBoWgaqUQ56c?&zpm8+%#p2Kth2kj`zaxTRLEs@w^cBej1W^X zlC7!L*}HIw4{>?Q2rUy)1(a3j^73+FdpjK9esh4&^Lmy8{gvb+7m6*B(d(`W$&K61 zH`ktxheL|cZt=CD+|h_=Fla^8wsn2CTrhq8uzlLO3E;ru4dhZpP*Cm8-UBL#Q4GT8M^I}Nk_MkbL0BzWL~eqt>m5;od^1Zl&oxVT^_hRnx8{( zf z3Y+8&xlgrbZCHTDivf42DtT;oP?joJPzJ7Sg(yy?N_xS9ROOCk$4teU203Tv=TLTbc7rq_*GjPLK?5I9 za2q$fZ5i~<&6zX+o5nUnB*K~9ZD-CNE~@oiZ_vd9xD=IO87uUWm6o zauSb`%lozC-}SR817}Wv^~vKUvae?|ke;?^RbkyX)Y#ONv0e_KQL*>F-ggO^9WI)z z-spjU%AJnTEe88R=mUe2Ym=0EZDBaQlIIwgq_v(UQRZQ7Z!+)w{~%U9k+4cYkd@w` zz$FWkWJr=`JVW5aKWtBU&PSQ+-+=Xwv{*eGl2d5CJY9-_&P@eBX4E3~Bj8ae!xOzG z7iSKmZGsL7(>KAii?q1tKXjeNeN#Q-iAJjjyj=b%8?~slwij&>Cc{k*C1>bk^&r$L zHPSccryY7q_C{H`dbpIFQsTJnR*U-=lx^PV0ruTYIcHPuhi;QU~#^ne|m0Pt1ZDhXwUu(qM~dx~-bN7@TI7RN%5 z$pYhf6tRj9#Vjr7<^X#}%$IkJH(x$H2UmI2P8UJv4IJrpJdF~As*xE zdJIn|>w!pRA3o@%%j^m|M2Q3`bqw@w^@x-l!m3z<4e0+UBm~4zLYD5aMl(?(3HEI^ zabw@iMT^sPihiYIkXxWeJ|Bu<`1R|T7FkT_x-2B<&_tftuUEgPfK+XY`CtO+ubIQe9ZB`DLx5R< zj@01z`8DKlMd1^Dd)yGVuyyaVxKnD&yBY!f^yX$mIr6VOB#2+qxyP{1$VPn|06eNl z>YCFP{Zo6B6k3e6|n$vOVQU4M{~$penPL&y?oss zVK5~5s%^CP!_vs#ABR&&Z&B7Yx&HBqa*I)qOW@CFy$PgKl~1AbkdBr@oG#+U*|SAR z1jGOqn@y|*A`2r+w)4%R_ej~l|IDB#lM2}2iB5}11EWQ^q4~pd=gDQ`8Tl^@!s1A6 zmd!vDHiaz9ZM>U@HBz^JjJy*A?7$L|*UJ@?DFr{XjEm!FKK(Tk!#vplVgPUa?htA% zFu-v0Rnn5zE~3Qc0;H@;Q*e@^OOoqDzeZB4lKoRPW}xRyl6gt?+u0at7ALL+uMJha zqhQ8#uu3Nv6RL-wn$xKSkIm32fBWZewY{Nh%MdoRm1XnAc0-_vtU^gw{n)K*SMQ*u z6`L$OQE96=O3NgXK2j3v@trtGQJm$7f!aLBIH|OMb*x#3GfO{XlpezPeF;MSGwGe=#c~)QU(oAIH@oN7 z1W{%j{y?UT4Cy?KYSjv850jU-r1Xk-q%Nak644sVoB!kHZQ@isPQ=OcC(^}5XA5R! z6%b#2WqkIJbE30`v(~0%REjSTa*AA;^ zM)D&ZWM*;rlu3XY-sWtE)?P%tYO~nEZBJgFa|nOcmaSZMX|25L{`5Zu6s3$G9Mstx zX7gkHud5sz2_qhb&%Z^d?B(0Jk3GKIo>y@;-!Z229(hH&wH-%NFcgDw1Lp^F|(c4Az|5zXWmkjDI$EOtTpKGhE%KreNGuY}u zGvZUy|NWu0pvmZ7Ff9hd^T!sAyf6uVMkeD1a~4OR`>QjxV#j~QG<%Rq&+uk=BLnF@ zIXT_lkHn9cyC=%;F!RjZ+Hiiv(A2RTDM{t_5yV>|s`!VOXb z`tr0ovO;dpTv8SHI-xAP?5uZ&Y+~dT>FjNi8Ci?-k83zRH#}0CALT~NKz!;#>y;Eb z2%v_P@!{a3?_LuVQGR)9A!j_`;I_T(RHU_5?%N7-Nrok|Eac?m3utuUy(h00K&jSE zKu)zt5rMXb0%&kaHcu(3L(Ur7rM>o!3O&Sbvcj%YWsPKDGVWlm#G@xTkS(?SWLkbs zn+;q|I^q7C#ULJ$Rquhi7%Fy*DWEZ-WSrp8Odb+ zB*)$F2viQCEz6kJoWK6+H@-WZ2djNVnO`kxOuh^4!&=oVe%Uz73bWiapE!z^l-spI z|BG(&QGH}4BrIIau?rT~ERbzD1y0m1zzPTU(nc z7e(_-$b~67CPq0SLl6dnOs~}v5`ZoPlFKuzlQp6k1hI-J?58T*W*Y*`gF0`W2=sp0#f#3Lg+|;KK_7YvA_U+9xF@#t0bb>cfgpxph0o(R7XvK;?fgr^6 zyV0V!DaNL9&y#KCVFxm6(9C?C%QAiev^?8nh7 zBy6vpNK9l9CNCAQ7+{gG)$sL!X3ZkH53RMU3uz%jz{?l{nhdxUeZ@YkxrN@l_L@!G zRj>G`HR1@rpi?d~lY>)5P>F@#21{^7+5?Gn z6Y_I%GJ%0m)M*Q(LZTpy0RnFE@#*#{It3%BMm`i<|;TY07|&c>jU8U$4Tzt+##?t6bo_r?qz3opDu zDC}0*ldu_R+4oplXHQJ%jfM-tRthc>S{1h$t8P`=OQm!%kI;XhF_xB-3%a+N>rFhv zXFo;q?OOm%F=)u&fSA+|n*mDKGoT_C+;;+{t8TGT#{1MOkyv%zmPh*bmZ<$bX;uf?ufy33zu;HV9m4#Gsm`+|Kqk18wf0|&x3f^AgDQ&Ag-9iZdwJ6s}BRp#`2sC zfSrx0`y7o<^A<;5zGUq=k7vVa&~t1Q)1$` zLe}7BOioBhcuGZ;k*5sql+jyxedMUBs%n3{IY|ad?-i*5wORFYLQ_Mdvb9y*9>k}} z<~sf6ETk+w`sYGN-~*GzqvVwaSG-hpCKnbLxNOw&H(E8G{I5(>nvY}0+)ssE8>srG zO7tyyBgu3qo1?2@O!7x;PeE3vvnz`B!#+x0N=Bw=@h@okM``IL3qi)QeEpApgBu$l zDgnT*E~M@q(QpKJyy2B8JlFEBTENR(*`A3W21}EyJ%~!Gz_)<(1JqfWgC+nUR2LtR zTU|dKq0YkGCxff%_E9FhYium)S--J&Bm+KZ#-umjX2+(vj!E($RNS$wmWiTQ5JA}v z54Rzh0SHMBbKOei_Fv8!Ahf7 z4g8$NP)e?SCQ0&e$XF@w*-)a)5K*D|sqzuDe{3y2$EMO>?+8pxfAbE*a?h8D%76Z~ z>B*zO`D#-wNhCfp0BcYhTl8-cwE3br-}&C1PnJ6S((JIV-+w|#_ds5;@TIsf4f5$+ zwSCHSg*ZBFd<=T`$g_7K45#+l7bk?fcf44aW7z(AAc_B;GD~~m8!VC}8^-p=H8OO$ zC`$x1q}XmuD|cYkOJtMWD!zAE@y4BQA^r@$My6QPrMC6LvGH5F7#Rblh&v}xmHEEQ zV8kO>j+S0S#yY)Ir7RI2f{~{OJ_(#3FK~a;KPMJRj>Z2K*!PvT#b;_DtMjO51$JuH zBS^PFIBeF9I?}1ST#vi^NhRR`ONWbsh+HmLVGR5Z9WyN{D=hlD`ofxaa zS0Seh*hlnLsV>UFsEV|X49)jv zPti2#>Xw=O0Z|$rpinL%DSwYx8iw;8e-dS0^N16S?U;iAKOZ~x!t0@j2*?L(H3de0 z+Iu+!Ig3FXD`3jI)t1-1t{AX)gSgTB{EkDUUv_dqXyYXON@9y8Wx%jxLB0Ib&g1#g z_#$17u1;xOAMJZ*|F-T(t2YIihHvgE0yr%Cn7hu@*KfqiEGJMFeo2QZA@?#iHulSH z`0l;h*_#Bq(2<GFiO{2>B@tMShd5 z+hRAaHv^G6=re<81REy1~87bMq&{WW{IPiNjsULv5f+Khpxn1D6zOgbpg&DXJKMi zk^Y2c0xkuzCuDD9G2Zw-M@Gk;y?^7&slO+=QX>C@wmrHKy-Ic)Cw@|ncvxq=)|4#b z@e^+3>|+X)vPG4&TzrWUgQyj-EV#3l$)9=7 zeWnqZ%-q3h@L!v*e59B7!blvhkF;Il@D$5jzo4MI+O%xE@&vU`i*J&X?Z$o*%c;;w zB;&9PaxMHArQe`Dq@>NVS#of}LQJ_l_1WQ}bD!AQ{96h~G*16u@|sCYcTbzsH|$^P zdeV+gnz0VKS2tLfZdEpXQ3)uI)7^<~`IiisWaC%}w;Y*ojccKj?`BML!$&{Mtm&yNjN=48sy3PrykL}~i9d~c;T zyLE?j%(;Sr8e3~FE~?I;v#2bLCo+EV#Baxf!M#hU>HbG!je`r+JWba$ZrVD@FBa{C zBwsPOz@1Mz0maWA?lnnUvi*xW)cbKjZ0#r-F@YoLD|;1{;oMkO&IibXPMBx7+$x>nOqU&TGP;%9zBtw=c6>}}Z8iE5IT zQq5Q>KVBv5HS)Q`PYbjxJxtM8R$hy3^JHSo13xk!Pwj;2k z89wU`eo;A#j;8N^Yhlqh1j$NO`f93J?hI@-RdnkgH6>%ud!1!u#3EQt;Fv%Ebu7`j z8`Zt=6P#u*$XzIUa@?L%Q?yqo?=Sz7PpUc5a*|U&f3)^F&LdG#{amT|MvF3`!I%aw z#yi8~X&o($k|WhAF``1_9KN90`qE=T=bqZ|#NV_gz4JVqUt8i`RAOpYKnxYyZFNxq z=e-r`zQUMo91znqu=^46zXxv8+y9B`D&bR>X(0noo|F2w$gbG!$jc{Y@MmZ$R*{V| zr{8zvXY##=OWDHyQk48ZB?^D9;p4bi+ViT7RtTcMRcuIuA)1mPzS!DnYQ6Ql>h6IuS;K2*`=9m znfzrkDTpOSOJ)s%`c`b3KQ5=J;G5~&^7W1fWNb1z9fE&t ziL4p7Bb91c$6eTt=J`dWTqZjcof|~XPk9bJ7|6vN|AiwDpW5a_noXDZ>53$tbWAW2 z;LzyQ^1V|wubS=GrT%2_O>o45CnC_NeMemzJyVS#ZpJ#e8M$5|1x9~K=c~&;ozr9U z@EW~mLo*|;?ns4GhM^uajzWypUN)W|exA0YVB_1P<^As)f1%a=rR^JdX^Pr+>9|n- zTDUnQOYc4trqbF-k+3_S-UID3WyYG#Gl1~^W;wD;Nf=18=y&?HJsU(WcrUo&q`+R- z(b4_*^zQafGj>{W@mg){gx>1RjM@LNm&qS?-^xMpXfIEJ8tP2DS2$2Ns^>qPNu{8y zQ`vEx=6E~VTr4N2!gchl*|_Ddh!JZG>E;KzG=a}u>J|@M5KZQRAv_}WZvJRlsyFDR zn3V|>i|)hy%lmhy>T!<|@%q1$Z|&$P!sx}RNyC1N#ZpDNA-f`s14U4sJ(u3z-F5ar z9gS1geRhl|S4UE3DVaF(ZW@+JwOW*%*{wx$n987P@q-K-^*Rt%TXMBc$Irnf3h>^( zf%9o*Wq&*19N}>3%Ait-dqsmdg4VX|3H>kYc@Z6(niX#!vph|AmxTB0dGBr}~k`|-QG@mJN zm(~$>2feT*iEv{=-6sFHn=iCSZv4EBxLRyPQAZUs9uBHB^snv>&fjESSL%V!bWo!* z!G;8C{`q=>izq)pVrT;tr{a9QLkSOW690xpx03ybK*oB+60 z*NKF5BE8v+50?@y!n6McbQ;;U-M1_7VmKkeakbixuU3F<>@-E3*&rs+5 zuI({-WdTz$;brK5z;BsTJ$j-1NaX3}B}dzm|5uM)#PGknUQ)h+tdo4GGTQa|pOCUc z;%5CC&i&JsAFZmx4_n+yx;K>}-UeI4xOnXw!_7_`yRSCM$(3N3TQD-{%k`Pr#j$UG zLURV#x6M27(*(cJ**<$LLi3g|`2OhE)5RsULY9<68J-DRN2<|QphkV|CF(#p*7~O4>wI}7qW(P}!H4-{&1hRY0#MA|+pjD)w3GoT<@E9WqT_ig zs!{D_L)82Me9UuUM%*sm{V>s>iPn6Hp~@cp59`EXr|qDfDD&VLu|VE(>bjwXX{K`b zTB_fjwws+10a%0t+GzQx z$rO)G+Nf?Cf*J;c^EQkKL!>c%K31g-`?jD$NFNEhk^hUowx3vB$Xq}0Kn%S&mXHv9 zRYzO#48uBmuE}!=wBdgMHAznUC<%fraz8)Vych7}4RkE9x51+@DK?g)ht@XC+#Ip< z-sG$vT&5*}c(!k&@kkLBhb}T7e(n6+TkdWagR%^$$BDi|<6|WYqdS@cB<$~nR21dg z(!$FmeD*ZLiEd|vbv7_X3n_1B_IKjP8KJi;Z(~|Qq`Tu;Rs55K1;4yM4^dYOQeltB zX?K_MVC(Z|SF>7~r(XUdPA*;gP2M#0+{A-C)->mx8JU0n6ngiEy&!|0#j)6|?^O^z z(2=Zn6QU5gjUVmxtbNXik_MY?N{!o79Gmfhr2^6?Szc%R6M$pJ&t8K~7q>AlT98hF zn%wR~<+j=g2x%VblW1$`Yh1+#B zZ3I?*p(gVyvCfkEqnj7RcNUJvQo49|h*Iuev;M^6WMw4)ySAi3in1I!`U>nBUFc2X z**)rW=UN8V^X*l1a#3nnJp|i+v@ytB9N&voB_=)tRsgKn(y!GqZL2LSxrp@Aitbo_-v%%^Y_g0)` zL94CSV%h4APnodOVYWSXU(fYaD3xNfyiyh0yi4rTenH;GTBmE!~v_m$e)@Ebn1mv{>w?W9(QrfJ{#lr0+}1EObKc4Mr= z&A$pe)-)C6~FC3SR zF~Xh3gYc<%aVG#LPnQ!+In7!zs&+tlNA*Y#oDk*8NSIueZ)fxUfH-Ea8S*`o?6>cX z+2*~2pW8S}-*!LcixbK@?*hD^+;^v@VVB4KBp6k+Tm$8$k&TeppR9mpc&Cf(Zk`n0 z+uYpT;vu+9wKogT7{&c`%fChK%bL$$fy9F;sxO6<%KI?tUdPbznu}hYGd@ngNQ?7f;Zq<4l8YllBBV-mIdgqWz|SM!nek zHS^;y>_;IYKUQHXk?yCQG_qkbzgi4Os?$%5r#cCfD@iV#v&UG*YpE3?^& z$R+Ju@w^ZB3T{b(lcT` zgu>($i`UkSPZlQeaB|4jk4|^7-HA@g1@%#y9RyFuu@i+qI)J1XLtir}F-xG(!WUdY zl*b?Jv?=a2!6&&mT=N4w2J+zrFe`Fb9(Ql$wPY+TEHE}3gDN>fmpT1m*M z3nh93I3LGnpf8n!@y|&JQ&eX(V3#WMp&Cuzecia(yG@_UT&pexkAJT_&PkzuBZICE zRK;bwH#Zli@(3HxkNhRueDl7~jleFW2hudrV`Id^--R$@3Cz~o6t_T@j!Eyw0(PLC zRW2buu~m?Ec-*-s*p&7Rm|u@i-T+7c3D_dac|@S_EBO7%=Hx-JLkvhJR`KxDw=KN} z6sEYkX_kDj%3K`?(|N6QY51LS^19E0h8&69pN!Ks2dfPb?&!b2A7sbwI!W~<1}A19 z0-jQp9Sic?7r~Fodt&=JcVP}MkrdtwMoslehK^^f>=?0g4InjT2H5l}*nL#gbOP{t zLCYZ>Q_Oo4{0F)3LkKPub`}Bb*P;m`SnA%&C8eMUt2p`T|Aj7GP6otUsX(YL^B74k zl>}pIAJnjx>2B>Zf>`Kq0y{P4Zg6NP(Tjn%f7wcR8aNJ^KT$mfklbhdY_lQU%^BqeX2SA(&33`ok_p zBb7T3Sy;R{cYDZS7=HkD*S=FaauY+$NgQewi_1zk5rgxPc`SA6HqlBbA>S;gs)LRc z@>`Q{<@Y>(KYR?}7^mB&-b|y1=ICV#*q>a4pJ*(A7a7Eaj^=gunMXWox!Ixl7egTL z)7OK$)NcJJs&ib~KA*BWR8dK0BiJyrqN4qU>%DLGN0&|?t7{P{tl9MRg>#Kv!H=Vy zhdFV3zG=z3dtVD0CG-1TuWPTJskb+G#EJaEBhZ3j*q3*5>@%Y=3@kC;72h^-%OW5? za`xHo)O?9-=GK6f^N61tNRX=Y3Q!sa@{M)Il?;#F-`pSpn)h-SC|Z&Shh0${hj}J} z{0?XLq{7MWU-{n$8!Sf2ravFGT5Sfd~F;c8VO|#)d)sB2*7h-w#s?_>J@3_Ariih6=eq!Lm--3?B+Q zgGxxHJ}uFGQC#edJ< zR6aPFv)3cpDk4?Gr{r&60^M84sm+bHW>d>s3Ch)>%)3yMzPP1~h~IvAj|81x6Ia`7 zP6Ji^{Z(mOQFF{@P zavXC-lH+?<0X(%7ahb<)J?Ijh-2$~%($3NVi{tnM0WW&;5HVY`?tfw7s`ZY_^Qm$H zu-sI|!|(dyjfU>eI6qYN^P&%NnHaJH-d*h zd&G^>RM%_dI}YIUT9b`Uh*`T=`>YgR7wlh(Mn$Dmh^{r>T4-b1Fr&Up%M^L5@Y=Q7 zEr?Ix;U!^-SvUuJn`OTGe<=H^uqvakPg0~yN=izQ6cs4}m4lRsv>**icej!UP`V^U zK#)!;X%Oiak&qPW?w)n{KQrGq&&*uRg_j=AdEdR)Uh7x;)N*6Nzl35=T0g(GX7RUe5Gv#z0b6-+dducnI9>E|4Q{&&?cKv#_pZ7=42!u&m`AMF)=g+Kd|U^kHlOG3uUNcO@0Dm8Dw$_*H)x3cJ?J}X zsaaxM9}h=HvP4!HeSukMR~3diE%ES#R39bDI%kIUtCL$2iy!qf@!W+_A58kH#EWX( za63^&$g3q{nsjx}xA1)kGxJSc$#^=Yy>tK6Ao9Y1)=^co1jplhs7~s1Ss;+Uw|CRE z248#Z>yy=qDch6k1qFxGWKPxR9rOffJj9pS=z6uS=ylkZKlX`CC}1p z{N1!PWa1qP{)S$3GV)<@nt!oc-eIkwEK3t^-_L~=u>-o7%NbB1H0`fj*_TT67udQd z-5E-71F^!dOPvkN(JOb4Ry{`b&eQ9&ZvfX*vo*z6HZ&wTYY9hwJQDl5Xjx3TPW zm^%)?JY-%uzPvDwvEs4(Q$)8-1B?0gwa*j$KSdn5HHg;#d}Fp7vG(`gOj}-a$kinb zYYoZi5|eP9>MqD?Yekhn%g*!Aw1m=s*FdLqkInw?mR;+X1*s4tS;oE^&*~Sv2jgTY zG;FYeu>2H~Q%+X#DU>r`MkyvgJp7WH`C$&HF0CylKiaD98|pFWd?WW;0!+J0wgr!( z@RGJm>>Zx)_1JbIB%K$SiKbz~ zJs0+;o@ID)^IPiUn7X_f>f6NuPVOr5B6iKsyKMfrw-8a8RF&Hhr-TzfaQ8Hp^WLK2 zr`vb4zgx|MV~DEq!qzele+H5ctYswD)%p8CE*`U@&=qu zl4K(O1P7hPMOZ$C&-PKmp~N`Cz=DCPYNPCVK@;8xV~*Er6Q6NcwRK1v45bojI~ zrpl1@mA=yRkLwRtTkmj?Exr|1!ripBEB*k_ePlcI%%ViAOv7g_am*xDLV_-Y%5S5a zrr1T0wdRn3G3(cM?2)%|5~>l2RAY0s6mrH_8Tr^;;KAiet;V~U=PMD}HAGY4tUEhW zDD^j+Uj~I7m3779he_eF*j=Ej{T6m!x5=UqO}6-T&mpv9;y<4x%9W$KYq03*19Gu9iF&+B5RN1al&zl)EW;I2L3Pv z+$?v2uYAz0cGEf|JzImhQMIx+j+I`tP<=z@cU4Dm%P0+zRA??k<7Yn{!kX(pgG{Ex z3C$w1dX$#ne%viz!Ct0vKJ^|o6>QAo6%eB5aN;deJPq%W5urIcLd)0Yl-_%3=+>_e_Opqo?fNf%MFDRIP$(yclb zOF6Yg5Aaf~4L^x~1A$r+f{dZCA&YP6i2g*2|T{UpNumBwcne?X2o+ zHWeDXJ-u>&-XKqznT1r$=w`alDXx}w^4OOy`gbuAsnZ)XYGLv9&=t{lPNAgowjG*>Ho3^@Qqp zFClGXfh5k|%9#91)!v=F1b^e*lp5loLjR;Vo0S7YGt?w;GnM8)5W^+vXfyHrWYyF2 zla$os8jq1{hi?0kf5XgQTk~jgU4D!E(nbD8n|eWZJl(gyei(0~xI38>sLv>vVRwS4zK?1rs}2i+CJps6^{%)BDqr|FGq^9a#=4^xx8{D7CDfex9=jBWOS)v>rUE>2e;zsQtP>!lUf3`5J<&(V>o+Tix!Xws8~)GU2a`wgzN{Uve_ zMC}BniZQ2sqAT4J$SQ7W>nn!d$C|M&q`eA>jn!HL z(9XBOfByHM|19(Ci#{}nhi*H<6SP~cTx#3t7xJ$xUkilCR0)0WPJExeG?W$~eOl?> z=5J?PsD_`YOT2KrhXPltljQCPqJHVC>J@_$>eCTYx@y6{D;qQZMdLA&1%~JqDqS{{ zo(NEK#Uxb@>c&N&eSuJ!hPBl-n$t*46oQ@3E#R{tRh}*#rR!HyhI!nedYy;!Z%K-l zcbCQu`|cO4sS-X@^FRI)iAs-mx!&x$?EgyhtqdWjFFj_)5`}+ig^Dt`7nJHH(jIrNDmNy z>hjP9-xNFHGP;{=_bK@$F4FOYEg~b$c#Z6F{(wYCI+?Pm99Aj{;t z7G{Po?*7KXdbqG+v3`?Gj2yKrEhjQX2M&$b#V4xb7onxZl&I4nx9$~Q;9_RGc_q^5 z2h;0)%NxR@U#BekM>ahhYBa~67!wIE{82z4!c!JYOb=c?)$+nSz9yL^J%i=~U6foH z?)lg62!ujP80_=6;0E$;+n%2}TYD~~QDpsVpY(%#uWJxF>3~r%QsH~!5l#sR;?1U# zobYE_UbERF3{2FzY?h{w)cj<(1g#VHMPqoeQ%PH9v@-%V$EA&}FTZtnJ-!RS{^TP> zD{bK8I&FIX{r8>OFB%1Ah|5P>JxI^*8vE!9s^e;oFx@3T38iLV>mP>g9h& zDBI(C|8}Houxdb4@ax}Iv(0`fu_3zU=ZaB7E&hN&o)dUzthHoJ;svqQ^ueRDuAUFGP9{c<$ zwoJ0M{*C56^o2h!ei0p29!I~2Fnswma<58cG%s`FdMuG|x%}^Pd;_l&U_{c*Qh8l& zdj=Bvt?cl0kKJdMZ-dsnJ&;UHKTK`DP|c>d@+>*8=lP#NZv26bGu&=(upRiACJzzAuO#Y&_tvEd>TkAJ5i-@X!WfFP5(%@*>)s-PC*%RV~ zePMMD;=c2p*By(B2vlh)DF{Q*ZvptJnJhaq3CeCc}1MM~~M845N zP#>@N+1|)%EiH4YUDRTU&aXt4`O!001{lx%(pNlh_ zFVW-=zSZGCacJrt7)b76=_LJcL{s`I8ACLZkBY9jJ~Yj|=82Mz=bvwM7`58@+n-lj zTI}+ibxf54b)Q0$RWL-md49~bsIAlU=RrDM%j|Jq5CKhkAgA(0ET*E$on!t^=)fs_XyJEP|9v@D;&~+q2F%%_s5=%8RDJG{oDWkSujt_ zYBRprh0(gwbKu%(b%k}nL=aJ<%Xix=K8T8b%oi1wn)!MSlV8`SH>Y1)Pu0_ddhCtS zH>S7XRBoA?Vtn-IAYK#+S_)u0hBqxCAM$SPAHeoAK;a3p=`6f+2+Z?`_c09ucT}Qe z+a<@-5ttdH{69&aQpt2y_k5AJY#tZ#yRe0DSVYx*d+|oL6du@P4V3vvO*Bir(IwWI ztldlzV&HXJNvttL2**iXc|*1dxquSeRWUKwAlMNTRG)32%-6TEDcYBh`1M(qoT71W zW9p)QrQC8<`An?aAD6tp;H6+KNY%_=Vl;uqcpB8;O(@@GJ=mPZXINO7-S1F6PTyJr zDXbXxGb{PpkqkFn5F|tlv$>nPi!ryoliJXH)!$p+!$XmaW@KWNYxVCcU!V3}JH>Xdo*p4y{sdAob*fV~y}FQytR50E zt8Yw)WtBk($eGQg`>}9d^6aB^+ODjQmMN7Q%Yyd;Q!?s14<>)u_H5e4b`=fLEh`K};PX{UpXn5I`C zMxt7gIeiyQJN%~`8NZ#EE5@Adex}KO(BJjRA<#}HU}5}qt^LQjF!2m#1KPSmS_$8C zv~!`Qi9M7s)dmuK`U@Pt!NNltzZG4525$y>WN!`5Q_jpg+7UX|bg3vf_ z-CAnkD4x^Q!u#-;J#n=+C4rx%9$}{ zqWKQak4NR^!>S)>Zeg-G9KF+QLLf%@C9Ioz2n`2v^2a-IXMUD92Ty zbw@YaTa`9>N8W%y=eG5gdx?f7WJwx#0ZCE|23@>;u*-+Od4u*dPlFiNn(DqGa#?d{Wk?} zpS$^7GKk%;k2AyIyKpt^qnkp_oSPKgxt(YTMc(Bx7MOEIL9@Fgcmo}@=9F`efKD0 z;2}BQszvZPejx6xB~(uSZZ`yZd6KPYzDGxJ7=awOia{UQ$+6gu4&BLfra4 zTY^~Ro0gtid;=wm_HxlpY79+~J{_K&vS6=HXIJRrLN()2+_}LU<$@B$zg{ey0NBCyG5(_uq&j>oaKN%*(u6rjj@FLWGH5)1YH5(Daik?vnL&|LK$Y%6) z>NBlZ*V^Za@?Q4LootW_n-kdDtl5h)G9F$WVkWN?%ZNuRn4ru1-M5}VMzP7~4hsWf zIQ$_=3H~$*??jl=_@hZ)Q{|gi83nk|rEx;_khk9dwHP5eZjzQ6Ynb}lS8b+psPOS> zN>LH?3<%eKbbT6?Zi@_K6(hGD#url!en7!r|WG{F%!71E?=F*GI9+ic+(Ck_+pkw-SE_>ftRmP!?T zXF`PwU^GCG$p(r}O#uM9G;sV3a=R$JL;bIdLt56raEuDKw3hN~! zMlV2H&a1!Ed>`VXz51=;9}v*g+RDZ?CW9~@0F`q>@iHq2kIl#8r}_vpbo2bvAAS6# zG5P8*$M@6SGH4Zru6jqaw^ZxulvTV(a&w@a{*6}bhqxYBSJzKa;!S^MN1B;ddAhCS zSxJFj<=GVSdm}cE9nVkb?o3~bNr+o3k@2cmYWJ=GT?Sd4Wt^2p_^$vH!D7=|} zt8dcQIx}=Tx+yv;uW8BQrTZMBLv}eR*+c?t?S1=-ZDxK{dn1I&R?xIaexb9L5`jCB z|FDP!iixU~AO{6fgL6SDr*^V^eu=;$ii|R_MyH0!ZiIJ8JZLa;M$q93T_}YB^t&7< zhJoyI7)#@oe1?YWv6$`tz??GQ`?>i@7Gd0TE@p>cq%fZ4D}m!7O5j>efa-(yQ{8q)jjQ+K$4ca(VbddR;uF4sxmG#1{*Bf_=qhC0;`_rrT6zc2 zkMjcce`U5hY|;o)?jOjxlPdKdAke4tHOm-IL>@hQq-d{!K)hDiJ)HBQ+WK=mBvUP@ zKD%rjUZfQ-IaJ!Dt})4Gze|m{*qrkbO-Y%#>v(lya@E-BEjQ^0CbZST%r2El9@5BH z_&{(AhKB2J1YG>%i|<-^Z&0L;C=Tb!FRYdC)0Gi-;? zGIFtt{08&5rw-HK#&~1f@Tb1!y@5GZT^NzuU`Gx!W}>e|jdu04pwk`g>-TQE3?bXQ zQKJ&NkR1<(o?N=LYpn=l(sl#zKp-rJMd?9%LdIh~my zj8QXIq{7e_(?hQl?CuHMA2EwFtDhtfZnjSU-9%(6_h?PBopu%J>wV=gG`R?gsc}K4 zGI1roj&;y$qxp*OCaIdkLIL_?8qAgK zfel)uz!Mob&Fi@P_(Jlr!U?Dq-fryX*m5g1!*ffgqecTU9Tg~gzQft7*68xDn?`N3 z8mx1WSKoTLHCL9Ei9l$Y&TS=8m+W$+lkaAErL0h>i}?`ki>&Z&Fmt&(dJs=y;@lqa zL*Ci_nQHF^`d~jlOxTG8f`WoW-ne*RCp!BosECNkG$fDW_gqr)HC8_ zG*uWFo)}-8JFVDR<6nDdpE#{ZCU)wRil55lM+3o1`+I0$siXu`-y;z546gF&)(U~2 zXZP|GUxno%!X?3(i}QhK1gz&@IT#6i6ir-fgf)jhJQHzYVB)Jy$f^x>P?6oG#yQch zMop}xZ_%E|xyk?8F}ZgAI-bd|1ZHM@S&)a1V|z9XL@a`Q=?#C8#*^5`ziM_roX<)< zbSbJF9L1gVs}J;u=S}udKz!K#X+#f^WNpyUKOMhAe4C98+vvx;N1%I4-TxPi{MZS~ zR?mADg0DY!ZuhLLgy0={<*#@DIIkn<&?sU$U3pYBULDH0WvG|SilI^9-!^V@_YjOI zBbXd-b%(MPN?bN{S#JV-eQ_@2yqd6#J^|_QLz53k2gqOg?B0BG>UFIo_=3&dF<%Xh zQJ}1_+B>(li%O4qedAT}&gL6R`hxu$mo>Z%P?q<$wgRZY{1P9nE0!w=67r289BXrT z7vbo5Z>+*9ltIk>2Dm0QhoEU`BZ-c9XU7$0G@M48h7aX z!WN^*>Av16MsEnJ$i$V_L@svxHd8JR=YIU39vs>xbUr>l2f?6rPWrm*VNIb#b6PKw z&GdTGY_JUA6gE~tmM5&a{OLJT9HD}s%=D}<)>Gl`?8=L2xOyo-n+5xC$h*U)ui z<68GcE=C43G+2v;qkIY%aezgDJYQE&uvV)K%~51U6Px8|kZoe^m;orhQ`A6R+i;Gz zzF}L)NGewMg$OP4mmU}!?cm=DZ?r#2-FZW`AoQz`I=>NUIbM}6L}ai1oA({K$h@=Z z==8Od+`%PJ^}ZCcRlI-Pv{eTy29uedI2_Cq8@GepgxCZz1ihMzuAlR0V% zMC~zCvTOvgea;!49e#5X&ci?7gyBceol3gG(xyv1?LTjD%+s-Rf3SSd@~^FS?H?C!iuOEntPD0L-n25Ui@Em zu(8~0P{oh0;W1F7!_KD?7ugr0g4V_|yH^SBIp7C#d~sjqo(5B~02Uny$r}*pKSp$YvSHWU&o^$ z8^DR}k392XaYzP}!MsWl_NptPzzSh3`tcjiZ6To-*lw6W*M&8_NX3J!x;quen@;b} z7ldZX_H1388%_9PpY)_xPa7Bc)yT)Gmbt$sBWC=uMx}Q}Ikww=V^A~JwZy>*btt#H zC)D9QkMmi9;lWRWxzirZPVo4#eoe^lZaTR%_x&+v4lhbl`)CzA@3Bd8Ln2N^`P0sh zU*Dmftyf`nbcb z!nxj;IwTDiRF7-wgErslp>=eiptiRwBX%gXge0W0C>w@8T}4TLi1vR)(~+JWOkHI>Wc!M|%4+!skCiQl zLag?RCsDZd20xVHd_lAa_J6N(Y82+5djaloFFy0xRVHTl7%)-*UtvI3XU?(A4Ya_P z!UrX(Ri5=|VFf>R%V=gS zJpi@JcOB970W{(Vfmy6G_l0)?U^o&TIwX;VLaw(6{4PZNUy|bHe%kSPADSkA#;mT^ zFD!5p#b&TDN65pijqTIBx6nGPKs{YT!MZ!S)zz;qH*hWE$^Mw`Wv zBF2e{{4$1kHbW-UQfzQl@SDQn+dyeH#=dtJ_?0I-vDLmQ5stNkrBMI1@tGHC52C{8 z)atx}Uu||dRs~ew24HR_BFdwffKRDHXwcuaK{^3RduwMI&~cp|e=}aUHmy)M%nHp$ zoxjA+untD^9L>#F8$OWNnQRprQLJ)W#@b-=`!q*v#N3&~_4dI$o;|`?l6fxbr?NGG z{A6PO8FlpTVj5&czqs`Uf*B5CU8<>0M~@C0T_&ijDlE<53y{9@p)4-(gpOOGe_Dx@wS{=$OM1Mb}*S>F-`CaW4G5dqXQTs$YmsZz}qFF~A5D`5xyD z&|-ueB#~Bfa?hHGlX_<>*QivL^Zn}RqxP=r<|b2ly^QlsD)WQ?Z|8^=6-5xta3o}ynd3qa=CH(fI{1m6Sn&jD! z(HUPve~xCiTPPQdpd<55z{V#XOwYtSU#+b}%}JhZ;ed%Dgs($I=TO=I*bvGTN<8;W zHQh`vq7uK}Ob`8By)>){-qz8Q3F6&#LRQx4-mapDK6{DZx^tX)4xfD_2K{_~VM z-4aDZFnn0#cbKC&tv@qNJX7epVg&JH`B_zEpf2=>3C3!iKr}gpuqm}ptoGOoFPwo9 zRW2>B04?GE2}K3KkSFBS60vBY-CQsgnz?0|`9NKT_@06r6%LN1Tf9HkZz|5K4Q47c zs@1>)1J3jm)FqN3)Lahp#&#f55e@boa?@5`|~xT(bEcIt5lVWq)08~(_uGsn#vw9;Wj zzhXuIZ4ZX_zo+qwDYm6J9d&bSGWjV}RqhU*9Sidv+LdEg_H@hglL;NiW9yn*htVG! zBI&u98@r@<=3m3Fjf;4bFm>^~F5y;WB$E0z$t|WzH7kiPi2@{5)`V~dmb$H?vof>F zrMCs%g{jSqT#WPYfl{6KFV#u5d<`2`dWo>lcTGqd%msEeigFReef3_`qj~JGO^`xZ zPZ3nC14aV|$@Mg^L};E7iR{9}Zk4xC8G;~Io19#OU^Q>$%q!HiQ(m?CHI8cj~OuuG8I4fw0 zFf9rvoY$eFM^AZ%?c@CM<0g#&hIPTqq#A&5DTC2(M7|#dB|#vs_`CiDR-v)+oHs?9 zqxu3^+FuZ8`N6$Y#9B`YP`ZtPpgfRE=e4*j8w>sIvjIYiRFfO^C71yQrdjFJpX`-4 zA8%4Y?H3JXnZ_={@e3kJil?Ub9^jhJNl1~ndkSdB-5o+72z2uuYLf#2QoDZ zaevxV=H3+^kqH zrzYTXHyD`@YbTxVARlPj=F&#pMrPe9(;LWRL)i4g%`oNA}yKNJ58o~kau9rvY+p9I(xo?=f@F~Mt-%)M zn_1g%N${1>VE1s$RcVizw;*iNYYwBY+WGgge|9#)bB}Y~*^^Kfhd6h-4|Ee)g*rgT zgDBhfYC?O+A27QXXG)jMb*J1rp^d=m?L6HEtFO{_}j%#_20@ zYlG};PVuVS4BKVdctk~l29owHMEIN5Q0h~Vu#jJQGn(zPF`01JRr{N3q7IQp_Gj) zW!}XOU&ELznVBuVGfkrcl36S#YlTHOd@T`jA%OukyhdZ+RKQ!ixntWrQqYxV&m@uj zjWjp}+tWbdfr!f!xM`}`!9jZaXvaKtg^RBRirivt9gv!EzV)Shph>^Ko_W*TXS;)4 z)4k?pg=G_DX1znDQIG2Zg%a4NkSb0O$;-Z>q4?&%@`HiDF)fv+MkonT$H2nfmM!GZMi=lxzI;FChpoLg|0Q#xcr(M+NO zFa|1Z^t$1KF>Igcn+lI1n%Q>w=Pj%&S8|Ow)pGs+{{4GWSOW>E6xw8B1y)}ks{)i{ zshnuo7j>4@H8jfk%(l5V<6Ru;ew_EMG&}6+x0hI(iL4 z8zFcI(wo^)c`tC)-fztC|I?Y4X!8Her6?PLUA(J9sqTt{0=*sFR#ewOSb$`^+E$s8_#=me0 z((~aF&X$qhHXLxT2F_2g4$Ni7Pv3QCz2s|dl13_&Wut9E^mVRdC&~#lEA^U!<2f2o zz^G(yls)Ve0)#0`%o~sQR(k$mm6D-?^4113etWGKjuiqQWApQtznds;+C|r^=?w$= zoiqQ=Sp}IlM%DH*-#l?UzC3H{?IE0Osek)2h=_7)66&`TB?Ve%v4xDx)m+sa!!dR- zyQp$etFe2mtgH$DjxwEBe(^YNOzOPam+Lb~75BRBwEUCZS{g-up0)p%$1DAvr7(@} zj1Qv}!jg>6(fM#UU=VDIsdzD;yF&$_KhJbO_IH?jvdm`?orV=<)QSf~Jt2`4Y9=(k z#m$Lk2{Mc@I^n3-sjLPuoN9Qe+`ho3RDzMtJ-K+^g1{G$?p(0EAuK9t1XQ)+Pa<}9 zcGdqlxt=@V26XeqtU*q?_)G@NH;DnG?ZoI8r3blYdLdb9stkO2OKj2GyfdJXY0gr( zI#En?oFqv4DZd3~*2YqgA z%*;Ee#b77~`3M5D)8W3dEGyi7e=JW_nEJ)~|BL_J z6$)nXS+7Du1V^Cwe8ZXY#8H>}tAXOL^9}W&dxB2ZgQmXJGpV`=`{6cf6=J!{rs@R)gSt0#)(w}<$>o^#FsPyWwV04omLXJsB)9G9L%U87qS@9saBq>X`K&UQ_JW`xuT{=>U!(MgX@IJzGs^(t%C+fus{M20+ z6%c&hg7L*&t^~Iuq3W3ReAK7s-Uy$FI1TWmD1{y;#n&){!Q#o(8`h%|%Tv5OA0Vi-Ivw(s z!6g)6bthoJs;rzePRAitA_Bk3BEO~3YnfeSh$0MfKLW0a4)gdYN;zoixKYWjq6EgX zal8VS@wYIiHehAC+JPJ#hB;J^`xF_82v=h-Ieo)4Ao=RZ97POYDd(}FfR?gQ=jzEJ zxr!T=W|<)1OTgm})X@TX*Nb|av~aibA}K11BbY%$atKEvPWJPSS*m%${Q zcyILiWadNfs(TiJD1AJuI~ELXSXK8dO;L@&z+DgvFQT(n8}2Ce$_;#+E4-HzuXJ`O1EJ$N%e@zUxi5dUn?H2LaOoN@e|O z`iUzYOh&$b@i4D|Q+IABzO!*?n3RWW{%u3htC5x=xX#ypfoK&IbGSnKVEv&XSvuIb zZ@Fw>@b+#p+`GD-GF6&*BMzPm5j+>iU-Z>)2fD)Z4139Fg+WdMp`DzE% zVSZ)SH2fv$mU>B;&BQjv)f3M*T9q2^N3-X;fs2eji0uxQW&4AJZ_OUlXlly=APRs> zN|@24i>S%O3Ij6bcKhEzHW7cef-sh=rgLKq8ASlH2#3jehPiz0MLk_It-#|$Dm@Hb z+sesyz=o93`#hSdzNk0|zKf6W(nLgWNMWKZlm?ST9!qM)-r@%5G``#V1`UbvVHA}smX)%@xM*-v7 zR#clVE%P-c?He0`Hscx(a~@0Ad z8=3XYtWcMo`g3ls{<944)8+O9H`i^GacmfDu3E#g__awdNEsRZCEG`uh_>*2<9ROY zX_lg&QI7I!YkHV!nOBbDSUNFKzmO5j7+GXsm{DBsHm%@q~0p8bJ^E!sFFGBu? z#!v6`kd*VWF=GUK955e!mn~nL+|zOO;g0~M6tN55sE*fk^>l$vKJ-cg=kJUarZA~m zo}zyeh;flUbO{}Ec3Z+`WfToV8nnDQ#9FkU_ucr8Yirhw+6|}#Fk|xn0O9#QeK}af z9w{kuhY=Sp0EF|Yc4As^ZOo2-Ax{6|735Dy`*Xfm;d%>-XvM)wsL2648a6eWa+tFi zxBA{OeYK&?ZiJ_9d45tjAWItP6nKZt-#Tkzg2rE_kO(+GP_~|eLhiYj*?Br20$)8w z6C%Rfw44@2eiRCY{l*f5CP(Jkz$bK5U0&+54W59L$M9NRE|b`S4>jnB(a1$WhYiZ(z#;{ITVMMNC(sSbQYj5)dQG!_ z5=>(5&@|_6^NL5`yy3m``upU|UIq743=M7*fXEPv{$g)pGU#frWtpG+AqdxyN|~}y zB}iGJ3iPWZk{35aqhj}XQ3^24rv^JrUc&3yR`HZPFtuK9KJl@Z+1)(Qa5&RW6cD)F zL?QfWpXs6(x4Ie@ZhLgOwaCG`{cL(YmugR=DYf|Tbl;0fHp4?(u!k_4wum$ikj|Wm zOP-E7EmJT2cn_7}?c0CWys%J&;r;BPJVotbTiJ!YuDFj9A2z6_m-5NP^9yQ2RSL9Z ze%H~G`UNqwv0~ZUD?6Qiu1`$~E4zm$l7Hwj;nzf#lPQ z4L}Kcb815m-t+2tz~+8i1#!>pN-mniXZT%%YfJcnt+?9RaFxhA#z)P3BoiC7FI1eHnsc2GsSZl%26O8 z57)o9Wf|D)?yNVN*+j1IL;pAqvUOYUb>Z*l`?Tp_6f{nfX@3T7d=4%q#=GNS0oFox z@Hwc@bpD|xIA6IPrWdL@4zXf~>nYc-?%FGj7v#+cv7w~<26gU|3u}ZIZa&$@Vc+Xc zNG6LIm92pR_;1t@vJ?W*N)HjJ#6KexCN6(!BNd)~Xq+$RiHYL$AS_UG0HW_2d>NS&UMR%STrySH zD)%V*HuzRg3@cl+Ie0WhwHCYxE;v2qgvzTP_C^XcscZ5oO?nmR^(L&E3 zRY;+K1XU)TmF>%Pn}P{HM5&r48Wg4y9EAK*+etgvVVhYt9_4$yQ%Q3{S){k0f`_c&_IxWpn#u-L$O$ir#AaVF`&4F79!|wQ1)ycn? z+h{Y-zjAnfQ4CNy+P>Ut;4`~Z1fd1*ju(XP)5EC`YDALM7~k)IuMP3X(VeoT2xoNG zu+j^syB})nx#Ma*W^Q)hM-0xeEK^rLvuX5b*M~^8?mya)1s5O&(Xk$VQ?31M(zc>^ z(9MVM6LM~L&8>uZ)?3HvO}^SMLQ>!FhD~F#%K-#qARLD|2;$KNu3!e9mx(pikX>a4 zTc!-^Wy2PM_r;V{>>|_3!Oe-4Esy%g)}H%@G;jyNy1a_d3T3nST9Cg&lES=BEsodw zb~|zsRBnLYpKk!xO;qX~a*4n*37oMWIyh8lyiMg^c-`^Y zgzs+vRiyn+9I%ucdQE8v+=;ba%3VQgG$NwS<64Oa;;yNv6UVs3@t-x?=oOkfI^PcP zzI9Ke`AYC;K?(Ix+q$Z(`V* zjo_ep`RqEG7$iN;n49JwAFPz)&w~F(^`U9Us&OXKt*0FGI`yZ@!w1oCZZ9=Ha;kpW zMzje<6c{zq$YJ<(idHDA$?Gjr2qOd3YEihGyvq5N+RixHi;h`0z)#5{A{mD!w82NCpBbsvuY{u91 zZHNK3XwGPpM$x3{bP)F-=A7Q9=TWG?oTy@sD>x@oA2t6{sF9vf9!FEnjjB>(yajl8 zklL}NXFXLzPxDIiMM*23#d0NGZsJj>;IFj)!vH+p+s1V<@j#h!8phT8!r`V0|Imy& zwOAKBZapFw(T4Y*&rTH3(+-Ml(sqg`EMLLC{Q^_comc-w1Uy!^Dl034o7?i2PSjTH zO`mi2r}r7ly%0*j`Bb?nHO3{}aEmqWRy+VSDmt7Z@n$$(w8};HTOd!K^@0Xf=LgHm``Z(l`eQ z!6#0K&r&dgJmX$|N`wu<1ziq~hzplo!J^%|Zo2fzb?p9~YBKYLgSJ8eCGK`|5zXll zj7)?SlVQJp)jcyq&Z*gBZHL$+u6dnZxXti?Bf8qNZlirBSm@#z^P&MCw|b^7Ym1<4 zQJUM4{t#UQS#=%vemC3dWI<<*OaxVfH)e9u{kJL6*uO1PNdptPik@qJb$CR|Ian*Mvo)UrVr zTpP??6|F^j;WavwZz(CTMHLkf-(5$q{8i9%c_x&BClRSQh`LSYMb(OZqOOEjNZ|I7 z*KN=b{oQgZ|9v;J!ELD6@}+h%^kv4!fj(Olvy^=5Z9;1Ch;UffsW8FAy1pZN<<0%| z)dCIzT}SGL$FPS5LJkcMj-Ja{w}}#l&Zb`h<8m*3DA8xCICS*A8!{v&n3_$-x_>DI9)4$`j z2NocJ+I0M}TbY;kkhf)-3MIUfk0qmrm-xL`5ADlXd89?tgWpSz0B63E+5KH6P0wC_ z4n_{Y-Y)yHSX8^vTH3bH(Pbq{;VWoz3Jzr=5mB{Y^UkUm|14`vw@gG)3X%sSkFkA< z%luSgJ9EGAIWH;u-?M>JNtBrQ@Yx4~h8z_X6GJM7=7DC#F<>+{rt;$JNyyl~z0*Tu z?K@E_yBwfL1<7S#=3rD5iGTrfdX~aPQEk`XU|UGdFgQDAu^wP{N>&-pg;nN@-Sfv7 zj`+|YX#G#Li9=gT&qm;Gv9n1K#O`ef!f^}%tt|shcSQa61g)p7M-DEJDQBxG2JtB( zsqImRT*2o)OR!ru!coqBR4FBW1tcRalf_{Lq*?$0knY={{jrz&XVwGrYkNU#Lq~@X zp$~>G##1^x5Imfu0#1p`q^iLTgS0|UcaklB-bM`_$b6V@X}7Ig(tkUi#$De&D^(Ld ztP*V^TiTd-+dHCB&}Xr*jMu|jfeQZ%^`wJ8{OgTmqcJH8>O8p5>iB!KX)c3!1|lP&>GJLWSof*HwIgD2An%LT zFvz3_E)T|1bLdQK=XGvAQ~z;CGagKtD*^W+*kY)AO8S zqPqT+424$~_u)JYMZSS#y4oOOzwx{^;Sso}kt38J*Z(68#9gk}pAnHAFy3Bs@F^ot zPP%uW^^NCd8s0e_mm0jUb$VT}@xwes2#WH){95@#lhizdDO9p-l{4Y0qX;X5h<`r= z{8HPd2(-a6oLcd5#LF!ckhlAV8fR&AxP)E?v9Qz%%Y6?RT$8enm; z28?!X%<~EA%hO;!bpJQ6qr5)R3Nf23c5OsX$t&`FO(wfC<*T%?8D2?13&2B0OxKuF zu{IdvVh0XA8jsCW)l)L2k%BI=LQB2j=$G0 z#uA@Xv#MG{>_dg5D?!WwM+C5x#f+d+kvB~Y{Edx2ecX)S@8+J%Aa;@J?VnP17bJsE zUW9|T+-LIkwTU?v$@HM;SB26~Q4=DZCEO5P|4N(ezV+kTUL7b}O}1|{Skmj0-nR1_ zz5UF(=<7El`07sb%C8wsxDxjcpt>=y=5?l5^GiK51#bf(?(a27g*#r6GpDWVie7K@ z1f*_Vcb`Ge`Wp46x@v^txPz;P^GNrXO!}K!3}8EK*fgNBmOr3|C1WOPv_T`td%?nEdg8H#9-sgw+fglI5i%9QR% z<~iyvWRA>JLZ%F%+N8`wk!0H336Wu&hi!O{t3 zDgUC@UKNjgRT%B9zd(sSq~puR@whA&27bkrTI3<@al=uo8Yid^Yd+v>{3D?C8Q2Sd zGn%We(m$?bi{D@?b`UueE#vPia?J?tvhiP%`{w(Za_5aB4kPfV_A?(bJ$SoukMI2N zps>#x+N4jE$6j|l=J%$2{Iu`xuj3D+D9@#uu$)`Ch&kw{bSO1CAf-tSX4z?sb^4Gr zHt^D(B)(OBsi`FG%wQzrvTw10{azHcY$|ij+_DgTcYi)ykpu%iu54kbh!+bj?tNi- zF6bAx``M2*m*j8mw?FMgj+NMf9ToB@I;P$}JXJr{73YjA&B!-Sv}eD{_o!T&IR{5b zhDf<~PV5C#keY+c198_XVp~5}@yE*epW171eyS}q%`NVooKA&7cj+ubwMQ}XcEv!? z-otXJ{l<0NWgytRd8;~;V|S_L*z}k49iEt?@TPS zMcUylbsOOJ?nA9NE_B`r^_~F#;*p-w#MKxGt4wR=FDXixf5A$~;QnJi9--RL5zitCJ zw1N`&oUJ>vMC~lTG05($sv!0DHi#hkPZ}*JeD-@IVVg!HH{`dyZ&puEGK&K#(1#`W z|A-enRwTR2><6#Il0J#^38vuS3nb5hdab?}EHdwx_K3YU%dF=FA2B}b*QNZF^`n)u z9e7)MjO%jyDm~oz(=Ql>ZBS_hm^zLf^V$9rm1l(EG;ELlbcH`s?s z3PuAne74D@?;D??Lco$%UA=kq?KbqX{lA$A<_*uhAZ{(MuUB1Z%f7(@;89%*<$J#A zHhuR+Q}~sh=RYHSqg0}@KTSP85XeqQtu{$oeftQ{&DRBc@xf;Y4WW^R4B`kNQlnkP zOwetgLtVk=3~eFKQx3xGoan%mloZMwx12jC0BCh&DKRmzbltopdNP*@jB9^EjkKAG z>j|7`GyAU<-10)neXAIR;%5NT9jBDJuPp79ali#9nL`daQqI=Y+{^?h(>WLtw~ngA z>lUy5|6aFqmTPbU{hVv0@JC9WSS%vrsTv`C8prvqqmf)hNHVF4gEUGVlw{7cBM&xg z+-y=h_WZc5PH`T*ea~}ou(NNqwYA0FrIXaDUp)GdT{wHo5y^M@IW(t+^FkB*X6&W* z>SSMkv~de#0uILyDM2P0Ga?!0Iew|4*9S_846Yip#^}_N!yTkN<1P8oGiM_NFDq_} zp|;sEy)9(0kPh`d4hr(e&q!h@L6BEG$QEjibOWL+$+3SsYl3pZ0lTg7UjbOxBD3$> z6=p`Xj+b^4Z!P8>J7NFpDZQcTEf<{svv1Cqah}oesJazL?G%GF<&YZwfO~Jowab1N z%j}1}q3xgdI&J7hv*`$kRB(#_f2a6$pZ=WUuXl&tG!D@Cf(xlpXsJzQWbzwch?8FQ zs#eX%K}rw&xq&E$uk*Cle7w*VQOWotZY++RT$Aukd^yoW(rYlngMA~ zIe9=rVi(K?Gz-%qaQ|Frbp?Ry=b}W%$)rPuv8z<@SFTQkV_ZP-(c9f8sI*u$=H}Bk612{6>npmUd(Cs4uXvg%pksc}P_wy`Au z0C>mF4pzOJ#9#xfd(|n91-y7k#A%QjHQnKH-|CR6#xJiq-wk*BN zE{H+!Dg#xnug}m1-NeO@#`mTb}g7gPmc7$~616X+2xx9=#DK_yHt3%c#0Mfen3HU|tn>5SomC zw{`D(w`fWfJb$T#>3iJYsyK&E7Q(f{bT>hz{6*_<0Rn#XobuV$IAZ%<%iF#*X6;NJ?Jkt1dF$t3C*&1*~_6u zO_^76e!vDh_rRc3bJV`-I`Ul&4UK3@@N7)b-cy@ZKM+3G;d!2SQ%ZCHduvC;U$%-S zYn6e=SJy68D``aH*>7B4UcOKb(X-+5!lY#!ssx3!2;WQZS!FWNh%8FO?@Qm!u-+-| zs5zrqbKEOg2GkfbSsB-&5kc--UZqS}>W53_|C|<j`R5F( zoE&eze&#BODlxU#F7Oa<#F|GvJS=zX+pB9YSZsd{*PfKUKhCM|Jj~Ar>t>T+h)Xj~ z1cqgJyDH6l=zWASkm0Q%)ac&9$jI14mdalrC5G7-sP&iU zx@KzM6`sevE$hTiU$JXS~`miXRcyG$tlS zOFhW-MB4a{5O5By%>VSmeZ;JQ>U!oUZ;xE&=ACB!S=sLRWLZvH`ucXsJvQBMF7*`C zIx*cP_nl_VUB6biwrF#YPg#-RGwd7Ykb3~#F~H>Z=QOqFSq=;BEzNe;)}wAR8dC$e zt&`Wg*iyGj$3ctV)Nz?DlzKnwQAv}XSxp{rq{=&=)~_f9Sz%BaUTTPaa7I01RWwSO zTKUysK=mdWo~X)7E+#pvavU*~kDj?-n-6JXj00elHo#D_rxELIl=Ol@E42dOye_xF zGtBIJp;aUmv+xQ~REs(WC70EOex`feQ^#Ew?u2jWw^;gCquKo0q)hvz=DF~???eyc zp$)tp))<8CS;47s=DdP`?dy1;NveoOC?Mq;`PAv`m9kHFSemiW-kb*N$5jOXLMRCv zJ9S5#P@P;+>_YE6_p-?|>c^t)%@@=O>>>XdOn0(DOs-#$ki|FRc132j`^&UxHG*UV zkCj5UUAt09TA+}$Va5p`d{%aUB7q!YKs`5SX=z-MwZ@Tq!DzE6o2oEnHC)R!fEV7Q~dJLBfEs`Gn#?H$9aV$;FT& z>V(Np$kNV?kgA?y7by-dz45JvbEpK?N*O;dE)j7JQGq3xV!t8FYHVxMZX+zuw5k`T zr0_Mie6RIr=-GziF|0ut;ZX2DPx>%yg$NMEF8{~BgVjRzETA{|!!I7Zhp(k==;9v) z;$3e_rNQ3`NttF*;py@FK&o~)P+Htem=;3|Z@zBrvL)J-=8U>tI2$I3ZwXcdol_E_ zCjgT)@?wsISF$4IDy<1jT)I(R|lI4W7!bllMl#=*fYg@Pcc| z&F#Lh4<*iqrPpaLl>F!82W#$_V)DMTIAzMZyH?|+k{oSJ97FQ^d6Ekq9i3-nAj*$Z1h3J$q;P={|*)nF98;lt@jiqtbt~A(xo_ zpq-_=1GU@EKkPoIs{XYM{z}>yV5Q)FsE;)(85$^ZQTwCUW6dqejtpY3 z5!POZ=-50^c4+xrI_-R8Y}mhcCHnCBivRWgQOz=ELk|JVJ2gKcQ@XDtl5A^b1V%t5 zR+-v_TbxDVJZjG56oHE@DlMTrFA*uyujIsyG=_4OZMH9T%2XI#L2kbmb8GfEz9 z-MV$R*iG7RI9ovA%ryRImta!o%*uRkGTfSi+!#~Ns}FLkF!dwH(X#C;gI!vAKff+p z3)^r&7@-t-Qji-FFidJ!H}z(ig*g&@!{i#>*`>l4eVO)H-iC%i1v_JKed0R&ZiXe! zWxT|n6hs>UGP911H{y>5r72G4F`~}BYs3D}gsx;Se{7DYbw$Ojj?5z}wG*kbc8;N< z36Zvug`mPCtk5NHt~p4<50%Ue)On_b5^PEGGX!x6gE0mSh!`I3v6bk>ZRH=o-W2E_?#W8Vl$Kc1npRyWI z(0qA?_FE`{F4tRYTr*15<(QWREYaA5s#6c$x3{0k&zkHU8?$-2Crz!auu%JIR@BMs zI${lMcQSl|=}rAnoW3M7$lA)%^y56uO*8rztrpYh7c_&|pwF!7shpmkX3F#k?x^nG ze!akRr{>OEUbB1znk*jHlCrY0!I6=SVSA~@*4E2g?eu(a6<$^C4eg7_U07JqJ!FQ6 zFmRM*b8p=-+cRLAzW?@nwocf{`)X6O35Vke&IsnHjGqGo120yIV`F1x_wUaK<?hdl+Rr}n|;R6`@aASa{$%= literal 0 HcmV?d00001 diff --git a/graphs/cnn_enwik9_extrapolated_execution_time.png b/graphs/cnn_enwik9_extrapolated_execution_time.png new file mode 100644 index 0000000000000000000000000000000000000000..66d2baf7f16089eccecb7117793344149a208c7f GIT binary patch literal 33942 zcmb^ZbySq?8~%+BjdVzN36g?zBPF7Qf^>s)GxU&346PCh0@B?jjil1u4bt7cuX(<| zz1QCRUGIOdYdz~(40_MZJ=b+!$N4#qbHdeB6mhXAu^%C&|-J|Zj0$!K_{?9F3%zFVI~ zKV-EZZL<2wmATt=q46yU6H6s!Nm`#Rj2HtG@3yc`lEf(x4$r`m&*_QfQqJLwn@0Y$ zKfmTXd6z)^CH8Ag760nJf!6nbYs{8uCu?5ayjI_H9ua~+Ubt!SR3t|5r@oOKLWFpP z0zE(u{4oqcq6a_5C7M89f*;o`{-63a?SS#Ko?f07&XToMpZ&O*YTJlf*G~IY_{r(n zq>=J!S5&7J|0{EIbNN9$FUaod)TG38Hn&*}t;ATc_yy(GFw#;a#q%+wrQLFq_7Ec2 z;-4?9<1*E-8}}nOpYvVy-s^*whxeyNb=9A+$?El`*Wo8?eT)7N#VR3Z+v8tUrS3E& zuhzcw@)=OCddx!;JG#4-rKJPp$3i%C4#Ei_&QMY!16 z6`5OD7#vchoMPZnYey?9$Z7PbHnw(z6KAXZ5GBJYHEQt-M`?XT{3P#-+s;IB=O~Ia zCx;&rpPq+x+k_$=Z0*_7-+=*Asg_=U%=#5^kxG~KSG>vn$M-h}iI<*S#e(h5@e^}EvbFMSmN!jXEf4INPhTWVe!s;(S8O>oM zd!@CuN;?ab2&!U!P3Mg8ixA~jXAf8^RZiq)SHr``u51+YKDCPPpRKk{?6*8LBcN!{ zf0z3=iPsD+fPaY-)TK!4B^MMF)S+kn{fUT(NFt18Nimw^Zir#hTrio1hv%RojZA%h z-Q{qTacPB8%CGVA@-olpazY`JoZ>JKmWB{C?3t&q0d3nn&>BkE+-*qan4S27|YuUj+@3v&xPL^zEh4ry;b4GJV z_9)OR2mYwkEPQ{wo@iv~rV~RglEEz+MJe!hk&cFjt9H&M;*B~_!lU+d%fZwHi%!uY zF5Rk^C5^|gz@1emQ{r6QpKstvT4?k-8RIjdJreiW*MAxw@n+*<(O+xUVXn?uFzx1i z)^S{%sW(H+dFA7r$0E$;hlv=!?ZoS5aMQ7K!m)`e%y6j$HBJnwZ8U!!by2Mk{gmB? z6=B?*A!&zB+@Qj_Q`TWrdpb z)4zZJ3e0dQ#EU#07fPP=J-6{xkM-)>fQ(k9)y7EOYun5EvPKt!m8kLd?OVI%%)HeR zLh~lxACApeT~97YmqVE+epWlo*DIA8Hm&swEoxAVt+d{IZ;w4qzN^e~vU59FFz9EU zkQz{(IwmCyrwH#hq1Z#+k#eb{O%Wdg>{%y6cn=F#(eaD{pcsp(&?xw?|OX4N+1 z^~RLf_jTT9HeQEq7~>*nC(qqB)s$3J+_gKJ%>NKobMqRF=Dc}#U^2_lGZ8Ug-g0~3 z|Ik2B%x62nS^fIjrPgZrg+&gviyjL|h>mF&c|lSHcrEERYWotBzf`arL+l-YHX z)-K2SO@1?u?L<*rG>uq+^;of8ON5p4<}wQy-d+RV8a%iQxx5( zXDZ~oHf2JiSB=tmU@)?a>m&b%3;%5i*st<5J-X*?Z(9AL?=TmMiHVuCj9}Gv^Yzs| zq5&;N0F@f_U&hj#>PhR;y1~H zy2ZNHRaI5|0(Rg{ZC92y9>cwVBqim&NfB1ZrQ$XHcn%6}VfRnj(6O8O29L>=m6a-X z%>t_!iSr~u`x$5Lm9(MS(PI@MxDslF;|8_;JK(jEX zv!la`Nilj%@^T4f56)4dw(56(wUKaCQBhI#<*^v!`OT7SgOjMmsqXBei5d%cZ-!$&~D&-~W^q4&H{Ju`%qj;^$Z zsiqy=pwfh+d5^_vUo9D#z=;MAM}ga#S%*={+e2CVkt`)$u);ZKT|40<+c0sxc5xHo zb205&hac`|<64C#*P2qebdnMgWoQ=bYVLVBHXen%&sCw}qNkUhEi-9HyAe3o z=_8xy|Dr0He|3Fba96~}@`Lp@#-v!UcEX|M&V6q+Mrs1ozVr~2WI>y;mp+%vq2q^O zgXS+6zAvuuT`=df1|@wQ90b*1-xaPR-w4)BrppAwQzn18ZrBLTIR#&<*zxpj82R5> zJU5!^()ROZO=yt~#oP9rAc5-7wBN^=VeM4aJ;R@RcwcH*d=GBQG1~0bpwvU7F>HnU z<5ovkSHY@I=qmEgh3VnEu%MG&)A@|;47ih7xO9^G4LAFsXi82zIzQS-^-;mb!g|}S z=HgOe(Fo3F>%hQ3U9hXGLutKV!n7t!47hIi29&@FT%|iG>|UPw06ufILcWZ+MiZE~*uKp#DUzlEdMxE3O zaH5?1*onQy-UzF)pDnOnA#Wy638nQ~BRmtKmZcGM*BI3)GY;(cBoA?|_LFS=)dX(& zwsu9c-`-TYto`J70owvslCI816By|R(ZjT5TK-X4fBBwM$_jOa_44J@{_@-7ULL(> z;>jj(co;RTMvGNhroqmG?A21t$ZzNe=CA$2U?i&p-vyLu7L#ZvRDm!V7f@)4)>Fl} z*?>+O7#XNSwei7u zIs;DTvHET(?umfwzt_pI;cLopGt3R_T{GcVFhl2^;4dpwm+KIk3V=3`LrHvB?X*52Lk2D?7fOQ*%Ji4q?v5t_cq)&mrb7Ar=I ze(^G-EznYe`XuVdGZvQhAmYnT z$j~;c8u1wU9(`h|E6+9Rfm1<{xjzo5{63#WC!^dAzK+3?NW#U&enklgO5VhpWjX}P_Vof(}Q zI$29ZvFr`R>E?WITVUW};*g1^-T&e40y_aorsYgB+!o6(%pmekgnS2Q_RoDNMo!?} z?NVDX*={CgP|+Y2=2G#X2SOI_?3p5^H>WM>N7+Wf=*?&#q!-$fPD=rl_)-f+F{(Rv zmHgd@;Dq#P^9$S3eh^j|X}hN`aF-+&~DVba@?1o39J{Ju&&6BXtj$I_Di*Ip6{6Ujt8D&QLm8Ct}&<%aPavE_NnW zKY#wL5oe>c9Zo+EUor8SIMa*0@ASyjCWgkvCe(y%{UnzUWwdHkh~t5mL!e*O=G<@g zYG=nNJi(E`!o(z--SMM5mF#hRiiFSm>{0dZzoKY+I1@B)Pm=@_Wc@EeE#<$3lW>fA z=CQ?itG9>XzUvGT&8klpwAcMGij*~@j#KS%V5r%5xKrBlx8b0f0~`?=2dhb!Te)d# z^*bf+9`yX_YM?eY1s2o1wD7;QKD*`E|MJBfqNJga$1ymx;@TvvTWYty-83F~jH%$P z#V%me9wa`0>WdG*>YX`UZs&S1qe|CC*&!MyaGMHM<2(W-b?UK>ieBKO9TUv{c#8CVr^kc4ro7>YC!SrsP)~w7mq~!fqfEo!d-H7 ze#83jk7VkvDZk7UxNccqs9K5wJ>pa;FsiT~ed2X@HW@*Zr!Ct=u@n3<^b4WxkDtxo z@8qe)Vg$y5Ta_j$w==e&eWD)wMcjvZi>Cfg%fhQ4@P^Ma;MSsE!f9wsLN=PZ7A4A#zGSSvMI zPsW6g(&kOVUH$L!(4}d=2M>3B(b-%A{rC{5bSSosbFhNG69K>EQ3rA7b)+E~iIlE# zeKds3={CJA#NN6ks*KBaEYGBNC?dHrm^~)h|fYkZe|!VCep^ z9ls!zv&MF@8KxQF-7hdXb$T7(oiFTYO0z6c^{-35Ebr{oNj^;3^>(NWZPqWXLW=fu zwN$u!AqWk74M;Feso3J30g>xKukx*>#z5El%9A3PliA?37iD1M8UFBR>fR}-a_)$F zzl2kA_Zqqk$&|ZiYy;Ew*lQ}N}(qxL`+E@ zV-Jl$S!lv^ZqDp+cTma$?_%CrPTsEUrx_ALNXatHBo3uJH$J(KiytYn|qxO%S=5EG5Q!irG>>^YE5E!t$mS~^#C-aF!kg;sv#|W z_V;5}yIrkpk#lGseax$!ypKjH3B8z*PVm;domanj0 z4$Izx+<0e3h40f8Fj{Jo_9e)#B(NQ>e@7VQT9JHerR+4L^F0jo#&6L+>V1SX)7gwY zD(_9(33SfN&Nsmu=s&g--8mTgNm#)6aDAJ5r#p8c@$Pyf3i1T2?r^4ntIiv(#oDrx zB7cF*myfzNozKY>%kJZx6>?~&Cq{}KZ>MCXLy7BQy{8!!0p3H})Ys*K`&KDuQC3aS zyOo>d@5e+ks+@|LPzq$Bk2TO_LNbMWKORL??!~gaaHgge#$eoCQxd2_OmR15}vWuY6LgB~|qf zScM;!wOND;36JaDZsBu>2B0v*su zygJI@fbfqh#xefAf_kfc@L%RpVRoSLGRti(MOGXl2|W7*SzQrue~}e|#HukSa1Ah$ zy=3UW4L0{S`MkWV@&}TD!D-9V6fO?979lf}beGca)CJr}?oQOVmzoX+Rgv{#!o2#g zopVtzrwA??oD_dxK3?|+Ek;6ptoFZThkB(SzI!)Ll@HvJq4v>(v!jz#c!IvUhCE6e zR>`CuX>Auj>mWMVJB*L?17azpg-Fjk7qT_K-_=ze+LCGF4wdIiJT_SFR#94Jj--bm zHJ>%#0=ZuZ!#$gOg)PN=_=Am4Zpj$`%!y}W{<9%jS)B)0IUeO+L$(v@%_DB)yuT(= z&CQZ(>u6G`v1b+BALP1lq`q=n(1--DS4+Mh?!+BX?)+n8EQQdUSdqIXQk@q8&@<## zd?tyT44&LOVPRIrXPgDI3=%J4p!Kv1*_ke>&@~bsAQab0b98RZT+p{}!QXi0OFMtL zSr$c8tn4$T>SW*M7i1fS2QAne#P5_yP^TlDMPo5M&wh1%uanwc_T0NxVPaCEZt7m= z^G@hpbEt)!x^MzvH+oG2Op}8;mu;bG>OOpM#wam%y6awJrthbgImCIS($NkH^Z0NF z1q0hpf)ORmDE=BL0HRRpn(Pd;O{XQBmHj-OU!PQN>{%_tz~*j5_TVX59d0gm#u{-oEGIYVh}u}G|Kkl4u_geu3O@7Ikg-#mP4h~z z!Ml%F{iW53u1{WAIE|sn7tpc_Mh3%>pb=&JL#m7kXtTsOXm9VMw=1_~#A+l|#=3c}s=V!;LYm}<@?t>qDBkdvS;jZ5CZ`(vkOHV0VyXK6^_E&(zc z%*WWM>--n_tyOz{=hdSPf!$2ueW%-%xsVfv?PSw$&P6NwAH7X_>Q{w3u3in!El(*( zM;%B%A;6_Mq}inEr!cQ~qHXhfUs@BqO1DFV^v1cizjMhqES>0vtA=WTVrr2fJwqdx z--$ZCj&Os0x7M2vvN0V2V+E>g(8?+d3NIqzbLx3HGpWR}Umj`Uwfu=pgAwiIBMx~9 zofUcD4pj;Ex)+XE@cM7JXA=4s9|ltLYXYGOqu*8xr4CndG!x1khK%S;;R^54w>;!~(uqOT)xr9h_`U7uTiP=PcrwwWfI$a{Bv z_U_F#FU`)r7zAeZ^MSre3~9%!^Wl>7dzG2w&Uj(&yz8KZ%|h|r>8NUf5sO<~z?q=s zKnnKvIP8gxBavVW);{~A(x5Cpj)yH1mBd23bT2QTYnh zlgcc@Ca9r2Z#6FX&tLJWM%SAl*~z-inhXv*2b4S+nj{G^lWM(wk;t%V$sr(6-Qxun zgta;k*EyS2M-3fN)Ko(s+z0;U3J>KnU+?@rf**8?n;BgJFkoL_T(*ziHC)41Kt=B3 z?LpSLg+TzondSH(O|^`oE&YJ|FB=hnZnDfUA~D%CqJbMqd@U`|*!6==ZCzw(P0 z&uE)LhhSmhjw3dUcfRw+2!E3jW5e0)=f^7w5tlWzc{UNfjm{>&^aClk=}-5Z<#Tn0 zKM!8O=Fx5G0F#DX7t zddu+skGqBbzn`B$n8B})`EdUK|N0Q#{sDZpWGO+Qu3t;(U^r}6e%almj*QzuCPeQs z?4)0a%q<0eP~*2L6#fKUg541ZvbS{qrEW0wE-Ev^cD^3E{co+#nSZ}MjP}^sUuTYE z;@&S6@kwCpTPp!;%}u0?DkU6lk0%vQ}OwOHL%?^(4Q=%C1lWTKbO)L zmF{e|$`Fs&phrVmSfXh-VQf`{k zn>X=!d2Goh6ciM13*U2v$HZvKcLBeFd!7{Wmf0CTK$K&V#Jx}R5U5-tGdjIQHBEA) z+)NSCNby`o)A?P>>^I*yOoPpVFgtK%A>jdp@|~D?i+(runim8z#=vHIRga6f(XTp6 z%`<&!0a}9pG5;KbOErU|SnlNJc8a!Is$KqK9O)KpXRbCnx2+L*2{(fV_ju5B^;B7p zuElE^KHbQs2QSI78&ZaVGO$rq5TnwG#(+E~$3VvLSQoktlONzS{Hu^4e6=YBL}Tgvrk zmjD=>@mMI*7&?+WujiKALoEPZDImmv`yDi%sKgH^i+fdIVFKRI)SJkob#^s0L)O`h zd9M&f$s#oG_J#S$lY)bzi;G%*)NjJh8E*S?I@^<_rMk#1XA^n_R7v21i4GhHGc_JU z6)4=Z0ATk?5Q%`@)U$DzvY%gbBk&`RK|l2;oR~GsW&JOEQt~sCpekT-?El)JMbrqM zOW%wA`EieSVpVYl*MEKLZ6?{T;|L9KP;fRpTF3eoP%nW%GgeD&(pl_OyW7O)$Eb;?cv*5M%d%*juec%D2_062SE zi{8szDhX_ox0N5>>@Na4IsnO-7Y;jH;t>_SKDHyt=q&<13_B(#8yi99aL<{l+}g7C z)&}FLsDIBbp%;78CYh8c*yty`5Y8tHjM3s07mkdK2fzQ%_6OUYUGd@mru1)#{bKWv zoo``b`sgUq_%*30`20Wr52h3}&y@C?So*I@?L^+|hyle$8ol^HyYJti6+^%jh(ZQ|W_r_`IYfTMYKhsg((@IH<0ruBKP5JSraY|775Q`%QxOKYkD6Zhhk zwsz9>fP4h0jwHg}j^DZkM#^|2Iy!oRMMdf$#q$p@&CRoJfsZ{>W&KV7#>w&TB0o3v z^Y(aQp`BH(%8#*&t!QA}R^%sb!PT}5Ddd+4I- zr&s`Mu6zBPWojHKa3s>rfV#6x9fO4^ZwAr+D;8|NPNLC+GRm!*pP$ceEE9{mc|*{) z4DMHU5DzLl!fw1{tg)RO*t$q(y8;;S3%=x~^!fgLp(HUSWx)c%)Fm^Z;?)=d3Q98jp(GlYZR8>@~|SE zrVJx|++%+(U$T@3pDz!AaNF1tNP2^>+_RW_qorMeadr&4`oAE6pjoCOCs)D+?)CcS zUHkf6q7j_K?3cz<^Nr-JtvZ&sgy*k!S=;W{E2mvtTr?*3fjH2D-a*=yfJylz7z6*k zj?f$*4$|mKXN0C;AK@6q?Q$rcM(aqfDxE+PFh3G5r0y@x;wj{62p1QDz|lM)7^M|* zNLf#LeR~0Hs6on!6lRe)U)jGcPgV=-M9djORspnUIc&M8p?~S>WawwM!P% z3|_RX#VP>~V_`@aZghGbF?6xs<6!>~X8xz%ZOe4@Lci8wo*D4uXgVneiV*sjp$D>p zZ}D3poxh!~Ppy*=x;=K(KEiRH2sEDtNFt+ZTXdJ;FNXyF{LTR8N5l0CPP z;LKd`IgrR*MOf)1?LV7IDp=T3WqI|y9`Rilyw;a*t?K2tl$8+TKOL&{517Oz-N4AZL)eBIyrz$WWIGs%V!nM55V_$ZDq+|o%^1yW=G`8jB>R}J9_T} zroK9Jl(lH^ik>+n&P2AIXa|GRcvH>oW=Ix4e_}*c@+!;bYlf^rJ1`XgfHcH-Og!ST z7YRSY!q^iWwUaKpyCc%R)Gw9%WBGa}!>vIDspyq<282Ce7UGwo@juAjy zG%f$mnn+{_zjqAuzC1KJYgzbB*0un#9Lmnl&R>ym3p6!&c;iSBQKSmO6=S!tJ1-K-L5QbdO6#C21Ri=LLa07{ zd9yz&f8*NFb2&V+c8-zVNbfG=-yCg9R@)27u)_I9^;j{%vg}iaL=pd8;8G0GG@Ea; zb4bpo%0#Wd)bS-^L58u2NsiP*@oNWuqu@Ro`u6NzkvBy`W2AQQbh#S34)b9vk?kmw zBJf0LB?ER@6_ZDqj%sD#-)^I$&s(Oe3fk7~k!{ER%+$Z(7ClwK$~%mCbuH@FX);fi zA~6?)jepFU$Gv1KK#Ax-$X&1w#Mi0%AZ1fSBnl`0`t3uO-L*Hr%h5%{uk&8UnCeT% z@rqI_q}f>s2Z?^Px?L)w!UIJw<9OwZ7CD46ShgenmjKhj+oj~a~Tlh#aNd^ z1;^cV{u%}`Qy8DYNhr78FH|cnK^2Vc$h=gbUw}EK(>su1*beeg8MKJsllcae1E;e zlkDtwwNAD*^fS0#h@UTZqW5!3N)cZILToK98CN$ZY0ZNGBr_l1TT)K#^aT9XIp33h zn}wF!V`WX|s6om5%T>WziVi39Swx5=o5O^q#A7|j@B!qW3h0!4 zH-3M@9$y90?R{^sR}~`2l>eGFCt``rBSogn4!4cE8M~IJ@u2x;4aC9JWGK4kD=lNL z4N*+K*Ij+SrKC`6vJ!mb zF<<-t5@GVOl9H0_m$CstyI+{{o`Z)bsLFmLG}ru{Eqe@$oYK+0Wx9z78adz zkQUWVfUWh!v9~gVvK5#3&G0f3XX(%0%HJd;X63Sg3}f@p1kbh(um4lKbbR`lGXyvp zo|8JxD+^6Nor8mePh_Wn+Eji|s5X`y7xxoLyN=Ut&|M>9l{P6r9u`I#tB-Du<$tkA zN-gg25q%u9jYN=cMIzsrlyLU!X4f19gt$HJ@0y01VLr)|+D}lmCwfm>QSkH5KH5TJj4Bs^Vi0-w1an%m`TAcsKYlt)_yAQG`(-}1Lbx~*cR{THwX zPRN6?pF5KX?73jwBbpUT@6BncR@gw>_p{tPnD6c;KAQeZ1*$`kvwA5$h3Ml0#!UFx1<(_D8UH|zHNS|C za>W?NX;81x6-AW`PkOjLQB7|B#Z1k`itG(u)gn&%A5~&mk@$&t63}pmw5d6CmL(?B z-u~1k>`d=r))}o-W4o>nnH&guVtx}l{h~>-36ne!pAxpIwuoOG7We0c!T=$^s7#a8 zj_G?E_!r)&C@LXcxXfUxL}5;_={!QAg;*KCRw_~5j``scEz%HRwj=X;BRPg~Wf zaKsMR9L~nvPGh)~{UL0g8oMs5tleZw7P)$GPzsk+pTs|#iH&~&IRROWf&B?a_a1qn)JaTcFelFrkB|-?nL{@{^3v8PghzNdU0S);BOzA%$qhbzEmiG zrmLJOAV~Sqm?m?Rw6pTL<$%Txs(g#~1Gx1uHkW~CQR{L6QBdpB#zde#U$L^6B+R|9 zjPChW&3Ioz1F67E$B^Yv=Vu5Yaf36cZJq^KXPS_Ai0PSGi%U#CeLKwU?gd_3aYUS#5pF;#I#%f$u$jz6w`5psTkzfgl&l@v!xD|E!&11C8WGZumBid_|4nD^A&@QS)*u@V(`1-c4 zxk@cq88eh)ji!jSBTEe4S`BGGeK|5RqLJpgiQHL#pS-|FI?a7*5$dhKcBRG~6`3tG z?;Qn{*l@O3wcStVelLR;cla-hO&r6kXxK>z8y;gk|8K0oVri2{Dr^v5S-~dpdwmDO z_a8)JNBNiXTd$2`==bkV6lpA(Hmdn|1-ZJo_0bZ zZDjQ37Fqwsu(j_$b`~EvcNEi;7F?0-_p;^^z204M=zkpeZ!5`<(!`%Ke@3QLnC@l3 zgN+j)?mTXP020*f-tU2mlESP zV^QI$n)MN}gGQz=tf~nh#H$RVYRn)pH05%K)wBZ5PQm&0@uLh&jp zDhXspzUm-k&G8FF9kUFZyxEC8f!-n$v489ZvcbVbR8)l(A%J8jqG6M2FFb&)J?4vs ziu!VIrdl(=8n@jLcBV-o>X!F0B;*wcFRy{OmH>8N56H5PJ?ld_OI&Gf$MOmae?dGy zOC}iIrXKi52wthv<#n~5m<`>TI0ivXB}9WDe0_@tqNxQM`56fF8{WENXSo`w?|OhFmSyEk$5!-(4ak98_df%Db900A<=1VQ2sQ;ZkVPmnoh@ z>%Gj(RJj?;&aDa#pn1fV)10g-DY1ZezXUJ@LFuX=73`Ya-rwEyf^*yAU*9+O)ypm_ z$FNez)S`$|C+^ zrkO!Vn&-P<(M^08w72mx04~TL`0OhhRbIYSo88P#G_1gBZ!{)f2nMP8!bvJYyRyhi z5D*lw1B`9^?DA-J{5VAtHp4eS=YRY2Q)s9yn0FC8(EzEYYCn2T&ezGjW+CnC2t<4i z*u9vqBZ!6DT>ts=C)?1ya=Hi+lSc&T|0=743Q1_7KN0<7CRHJ-dYp#RR;p>laMnv) zzA$epTUfsY(-Tm}0xSGZJ5Pi~VquXY^RJ_sFxaq2@j)iR24tua6A{Vde5M_kny+U- zbUJ?h#Xmbh)?7A+7?cHhq@;`xaeM(o1pP%oO%x0~1e&HUF*P5L<+7bB``La0yoEwO zpNT`tMQbqY)LurnsrD5oN%h90XKw5E_EzJEq5*j8n&r=O@@1X*;NHa%9?$vsm_v*YkD zX@q8vI>T^koG(|BNtJaFHdldvDC4W5#fmuTVbk=623Iy#muLdl7}7?UKzw$#%ixLncsv7d4TN(G{9@^cWS_y>afR|) z3EFrU^y=O6ZD3K1a|pcss@GfO%z|sng@|x?-Ry7QB@bi_nVGq@nkukPA4!0HR8JPh zZH^{nH?_nM8GFv0s8_~Y_q&@53)u>lp=Xn!P9`%nVtA)xD=;m!_(ec5Mob=A;@7WP zeAdzQKG54s=V@Rdv~$vL6J_|N3N&`rc}uj7ys)+8AK08K&$MV($0rzdLqEGCA|}>6 zC%}D{(ssKH;(w|=d$o()0Dx;D(SyOY!hP36X^Foe`#5F-(N66J7?^}r==mFojZ3Ny zb3CUj(Ex5OR6AUG)1Hd-S;EI?V!=3gL4^7rOXS&lCwb@cZf~^0C2+ z?(Q|-be&0vnGu_$00)Dizob#@CH33v%7o0w#6_cE$Nd4jQ-k*yj4)^nv+H(>A_U7B z4Z;|+kqgSuFz+8?r%3fZR?=zq{qsZFLmL1ySFgZ4$+s3(IlOd-Mu)y@hh10z0DF(!dUIU#RdZuRlw zC^2l|URMNRT0wZz4HTbwEEkL8C>BBEt|U(6cTqwz;@BQ&I3{7MUBM(%uRw6daE0- zM(vt0&XCplBNOT{_X*4yk}7#}szTn^4tfMtfciFpSuYL)RG&P{u)aBlhP$))?buGr5}I>TYc3RcpP}Sn*Zms<Dvcw6qWTUs;(;of4lamMc5gnR~+fG{Bjw zY1xpc7NZgg2+Ex)j8rEd^m};QSo zokx|M0x~08&JDMZKiFPUtx-Ex7BD?q=N={Ym?{5-aXZrdjR@C1I>4i1sPg9B!J;XHkN62#6w7^iTcjn zL@MC>Fz1I%dk?dcp7j~F%t}2}FJL4V*ijX$5C2ABoc9Nr4(Z^C=x?&2^ISq2uP3=M zl`rSjbt27e{!d=&JhQYQyY!l;^cv&$FbHdegCZ zbhl&>t~Z8+aME3@r$51VDR28sF`e#k=>Lb!l+Am%?TWT{a>G?2|5L!Uga66YyS|m) z|Cx~|>yf|oCN2i!XBd91kUf4<5-s2AHocT!3#i~KCC?|I4SK4qxGt!0#K!$RlC zoZovVRgy#AcK$ZdaFSXmD|-ewRvehv>TQPI*mbqRf(Vmzq?{fs6l-;46UFOjXq&Mw znzMU1KnndUA(MhrJjhHGH2!ulKIS)ij5(?U=#D7If@Q%|&{bJ!Y>mAXRns z;bHn;->cDgH{a>{#-K*{;|8PNH28UTG8*I8cpjNTJtBdq%)fcc6cHL-RckkG`kWTI zxvoyQxBYs;bJOaklg#KV7$|tPU$=^v4*kK`8m-7;g&a$wvz1#+<3|LB; z>##nit}76?%=Wq1x1ngc`bTxP0Oosuu;W*6rxbGF1Tvv~-POy>%jUkE+Oq|Wxv?u_ zf6vLk>hv|$Dby@{0&r8^C>V?7z5&{_STaIo+_7O#5Dd%kxHNzT_UBt=1@p-r4~so4 zs|XJ(E*4_s48?))I0uWtrsf;!dYoNd-~#*Euim`T9K@_CV(`q@|5d^7xS&7(fv49- z7jw>u=N~bvN?vOYD1Yoz(ue=tnv(imfZGdiX=$;Wt5XMaRqUWR?V?ds0<$-NWeZ`J zO_UfE27R+F`K5sNDu5n`;`L+LN=*O=;a8588ZGkSqDmuZ+&7gzRtF4W^B#iaEoxD> zm!w>}SwYKyqNzanC5>AlB7V1Z*K-f|7g8ikrjo@?rz6TPz}Wi(hS0JdWW$!Mf#)Q+ zDtKCPSl3N?{XPK^Kr}(VM-e~`l>k8S(}L4z4=p2j67N-%jn?hAuegTqcYWN)EK z?~NHCb^qzlY5;z@xVZZHR9gJ*sz5;~Jp0-1Yb*l2j0UrHJs-S5-!nq%cWH9=0Pxtj zFtFlN`-Q<&*=Y0Kxn8mf;y9nkRwg@pFpH7M0gv~7_yz^N;RL0iUEccox`_S)cpcW@ zGu&t4x&i33IH5f*k(%h$J&y=x4* zHPZQk+Wf!PgfCzM_|jul&Z?W>H5GU{%cY^yiar*|1R3<73rzIwA0(nc%;4zktom0P ze~5|q#O?-JX|3a;!}B6A|CsQg&O>wp12a*DqVb|*O>##Z>B6)ZRSsi$aev(ajvuN} zaRjrgnjH}<9~wOX{{9O_>{$K${48pAr)ti7K?utt5vh+CZj}S6?Sa(aQ`eU%=-Ka# zOdnQrJvi1)2p(3LkVHz~t+y!Yyl8s<7^%dtNta}q6fH^|(nf(Sjf(3XU@}jS1oUU< zdtDH;8YwXlQ=S*Gz4Y6G?7f{5>XV+AP;4jIO!x|wrR2o-z23@Afab}zKC+*!i3iiG zg^XLkzIj8EeF3QIIFH=3P*W2e#W?P5_Kaa%xV`dhT~<*7AnouE1MGH4DYlP!ZSRS8 z53ZpQ3Wy;xUBg5L39o~?+V`s|vzR}CW?HQOjRzjXj|e}7L6@ySBj9t7Jr5$5@RXac z%*tXO4{IYFBax$N`}h&H_rh+ftnC9es;re1t#ef%4nXDTw7{?Wm5!!R0dP%kL_Jt-otYak+`UON1l1V+U8QZ7Qj%2?iv5Vbl9 z9bR-K!6quN&QbBfD&E$BUr)Eva`62kVzNAsb3NxxvIffMjMqueWUA*nujP#slao1s zQT(1OzdMp5vwl=YI#Qa5Lgh7z{1#iiJhpw6io!WTaRmse=GVk!(l`8%5imqv z`3$X`tE@l$3A$Bw1f$}ZtgQ6K+85P=gi_$)MD$;zW0Rvkv66_O zN0E=P(%dPsB5K2}h@PIFMuhSxBz-T@42tP{Wa9YiC1fH@%&XP>@t}~iNP6U#sKT4C z&wmZLJ+Hrt^YUKB*^59!VcxJO-JQD)VBMGM2mHNSv>9hbRYklB1NmxDB zP+1AV)YdmG)a6Y-bQ#L+t)F7wz_(`%!1v>h@eDj-7}srfW|X6Usmc%tQ`gS_?X!ZHs8k9{%A2wGPLo-PFa z2MCqYPCkCzyL^#jBlK66I7eB&i@USU@4wt7cihw5vdlZ*#ftoHqlGEVj|iWZD9d4% zQ)%{|WD!}4R}*|4$y$OoM-bqzD?>$tESrhM#|GVhO$)A#$V^HihQmYb{Uz^OhGL6 z$idY3?lFwU?kI@(quWy#Y)6zt1{orvCEBR1|H01q&mv-aDqOenZ&lD!@FDY=PU8~) zK7)JOgGR#4^5>UQno=~c?tRm|qABt`QZ&T0G2h{ohXB+UFh|_7jzQ2_gp>@q>xU;h76NU15bki}2*i&9gi4o?-&9D?MeAx^aTqbq!HL#QeIh{L0p|^%1&B4%IPSbY-j3t|+V4XY3w+ z=H#{w|4nQ|8NE+}tF#cuaJ|#i{Pn*_FszbFy|< zw+@5zL6;p`X!TFeo$D7Fv{)H$sr=_|#!AHGa@IdS*1z1SzjFaY^YrHBUfCAm|K|*M zhS8)vxdGl2!rMsPl>Bl>K8O!{!97x$j*eG+3^&l@l$0*j)kC5enSFe3cTf6JSYtIY zI+)TMDsU{F{Tw7Bd`v_-uUoP3H*AJ6Wt41LDPRnEViJ*>UU5LPhI3za&z)^5#2_qV z@;kj#w2CG&vSnBv47Me&&edq(e6GJxi0tmM2TemlVMBIAW@1EU0#n@IFO#X1g^Z0? zRSA-~%Am@XaJL+alM=dyFq43kXE*;@tfi#|p+(@Jdqynl+}y_9m%W?yH_qeXLAXV3 z;{>A!%LAdgeV>3(xI6w`*dEZ8i9l>k?mqiU4NZo~!$X(f->ZrZjg3k7YF1aRrKO}w z1ffff8vO+vXTLgG-~vb3{&+QGav;^9ms?E{+oi#-Tes`AM9JleMD2p2_np7z!nOhf z18ebYk+*2Va-_V9Za$~Jv|NXT$&{R7xpkJyV_W6n!y#K$Rn_pHMuvt`(6ylx7S;v! z4jpI<8syNwnf=4XCH=kUnhD0EYzR0(ltNkn9x}kn;J~j7QDO$F^e{*OyAWdE-1`@Q zm_haJ!0QHaG&3t}R1l8XPsW+?GMgwd8}&b9!CfSn+V^#uAOLoN3rE0p#I0)K&HdGp zOljhHs0{0XBy@=)0aCU%kJ0BV>ik6Vv+%JoC)RsCjQP?BO$g-{x=;uto{13p_Y3G5?}Jz7*L(C*ZIgWl>x|JavGHiMenJYF!hKe~p>eZ%X>qIaczH`Oj}u>YeS?qAo(&9@U#HAPa$>o}T`}g!3ZX5Pml}3b5E| z!qsT!Cg-*tvh`?`KGPClnY$41m>naD%P7Ekxj)0VXBF15E}@;VjAIedbL{ROYB(n+ zC9xun!3(623(`TuEfRWV(ok4(Y>W}ZD|2sm$LB6;VU;1zXz=58BHHEFv^U*DU2jNk za|PuR_+836T~F;$we5`K^vVTv+E%(8BbB+#%U5cvpWVC+FD-3s^g~CAYE?FITCbpK z%fIiC2NRooY2^{U)9;1|kY*rT5!BrdNk+}Q&MS3(T6ld27uAKA*2QxMi7+UmQ6}jH zJ{~E$zU#D86IU>ffg?_T+>Nwues{h`PW*-ueJZ=lrOO>WzS5684raf|2(b16IZVRo5E&h;AOYK` zUze!hxe#BTzz-ry^C$h`wu8xD<%ZEOum#OYLjX5s*S3%^kYuNsm}riVQn${#gi~`| z!mz5}Qb(v_LnlZs4~!I^LP)jNq1=xCLmJ|zA5U>F^`Y9{|JspHKC2F>ePitb&l`G z?7qn753K-qRds{|Ii?iamtD>svRfoQtkYD#K4I!ZHI68UxVX91Fuqn<>G22x+5XJg zvt0&6r{|#X<<6eTSL;0!qsGg|BJ0xq`ov`Spmx^Pql*>8WhPuQ6Y><)=Df0f?LDg0mXEZ{`_24F?|z0! zj)@7nt7KJt7gv`tE(5}mLpiL3UZx+$sX(N0z8v7~J$@I1)&52k@N0AV-9Pcb%gX0a zv^va$9O`l|baz2SWb^!#rk~~vX+Lx@{NA5|Bovnns zQ%S2|?qvpr9f^PT&-E z^LruUuys65yWao|&N(yp{c`%;4@-@rwp%v&FSa5zc>F2xdAv z-NL7dud^)&pzE4XGm$ZGQp(OeIBa1KtY!X!u?kdSB>U>yZCXDo z=9Dfa24t7&h{M%BHqsHMr=bzUZ-lII7O@Nbd#i5sJR?0RblGa`Hw{}Yv0k}^k?J^& zySA|r2}qQTwRMTnZWzsdL*UdIapJ;Bq+c*nkR?vtc%7Kge=FK+e1o0ZX!wF77^3CR zS3yX<`+)*zkCGwRnf|qdhvxatz3XJ0reZ|oODp5#qGP{$_&0JOU?yQ&NGSctHaC)Cz2$z|l#L#t`jYbqznz}!an~cjeCtNn< z0l+ZvZ-6{mZGAo?v=d+gLl7iJq=NU_!8Y5vZVPZ9BLRWX8R8oQGrkMg){t6+o{bE7 z3VIp&wT3s($M&%CaK^Wcy+8joEn4iM4we?Q&0@edsuP|sb^vedmjI|U!hpUk3&3hD zTMnswwh~5X2(Rke52;;h6VthmH+nzC{b2LSNu+;0Y}8=y|FGPAQ~9IFr1 z=b?X)z8+m>n2uGH%Bn}U8BW8|N9x`f@LPFBS(nr?lHzi9A#x?g*HS8Z~pq(TcG`z^TIhOYj$)=sq~RI5R#A{)(pP=art$_YRg5H z7^NUk`HC{Ra`RBPT3w>C>-rw)h(PWVkDTzq*3xj3clNkr3_^1Q821bnZ)D~cx42T5h{n_)S?!%!G zIPRvAUO%j$C!Q~cFhbb(Z_Hm>V*8zJ^w)G&ItU zpb^3auy;Iw4dM|vf%OnVn|sbK=rH*GTCzR z=~~Cz^Zobp)!&*sxd40#=38BSM{XZJS6FC}+@bw}lz4~WSH)#DQAbM=a;jQ<#aU6J zIE~?6cJ)KPp8!jw8%9}aDe%Cd=Q60n8zk{Pgb=z9Ha12}r@=EIJ-(+jN0Zy0<43)N zp_Fmz5XxaBP~)NP(AO-v0FTClWdVB;{V^Z>c+oqDpQqe42+%mp3o3mq_W(}O^bcn~ zB}YqR_#K~oe%lE;21a4w;}gUREK{%(+?5JzPde{^$q3^XI5L%)Wg?e<#_Ym?V!>P)5qm!kChdeS zR#3w+^6qK^&lm{Q>s}Jnh$K@}&IbvV|I7euCH~-&%%c>s-aQE^@v!HGKcg{!K)#d( z9DoJ)vG+X*_THySiG$sbuFy}bdse08PKAaQg^-;t-pMUWHE;mXV|FnQ`Beb{2~(c)|ql9_>2YZl~g zDkqS5fkyGEd5rTVyxY?H;z150m>D2I?=Q(JeERW;b#h0Hk76C{}e5M0WB4dopAaiVzS8Uq${`j$Q zlhFWyK3s8*Ygj1)lXl3O)6Qm;qO3SqZkR;fN^8 zB&|D-YC;A&+@~}`)IZ#b^tXj1kEpJu`K#u$rg)$Q4a8bvo=Y{ADVaA!ZgI9^fE@OU zV$*5jA+E5yd(g$UBa&-*RzryKalT`dtA{7LpeHQfe7LX|M9RcD^|xv*Km3wI@47?D zIZHlMPRbN5^y9AezqWHdVXMZJiX&oN-hjSdEedOQFMv@WU6m4R<`55V)aZN9U^%zy zi2m!K_DmGWj)@IPZLNbGF937~R5i8{9fxGq0(JTEXHHebRFpg^M>jd&tv0wK zk7ia@GG9Roelr8-E2q}yKOS>oba!`0L5HyesRGmc5Q88hA|lq%xT}5s18_%k4R%wY zOL#2C!0FtsBl;L9IMB}=%E-LD3VgblEEBB+56ys+~ zLJY*^60HgcaUDXxXMv_+#fLt*gger(xLA|VA?W2;Fvz~f+}ds!Ji4tFGg}^=PnbfC z;Veg3QUP^aClqqYr-d9y-zx;+lNXwEh~Q`Je(z|@)u||TX@eG_pTbR);h1)Yi16F= zYdqjyTh#Crq8L`@l{>!HDjsg&M=VhNA<*s^X3PJmkuBqBl-LQe4?S>rMA5c zZ!?l|^fR#jB43(?p(3Vs@L0fZC~byFD1|I+;@axRX!MBWYG2mL2(Fzf{u&+S=mq4a%&VC0?GeT4el@xMEm-1#; zamPZm##Dq4t4-`N&!S7nr6sp@LR^8En*|4w0ajUB(`JuO@h!tP5hi&dvRCFrM1LI~ zGU5lm&{Nln9$DdSMt+^YwRQ*n5^HuSN-6dI&R=Y_&QoTR62wR2UMzfV7qw3q9{A17 zNlI_E>#yBGqgRHrV~q!cwx~F%7$$XtmNOr}+&+cb4C(*uiY)N4$VGNHnNR52E zd=+g$LNv6t(Opx6+Md&lNL*md`=y_!LN6gmsC{~2l4C*in&h_je2?+AM1&VBafv?}msVx*DlQEHPrb#6R4jL<)+e;FBn{xJ_3m+fVq&PAUpQ4yV zggwt<(zt({>%77y^HWqq?@cgql=Wc6jM3tK0^Mg0)oB)A{~QB!DD=B}csSEaSwHKU zkVD5?9MHCnc^-X%db@M_m2T;e@KlT`uiZQQu$W-oCUBKl}0z$c&HJL;x*uvUcY`WM=oY8HKcPS zuV3Y|rlepz;ATLE9>`Z?*@Ma;fae&ofB>L+0E|9I8(eDQjn9M%x-oeSpD>DL?VpFQ_7~z8uIL>n#T|{XxksaZ1u1Dc0lbWr9c9 z=>nUGo|gjI3ru241EQz)eSgk=rswvculQHn;Wn1rRcMcjtBwhH>?ZJZaHjKE#|;Mi zug;Uqp~#yeWd0*VPmYOU0O)||$`!k26O^s((0yMUWYK}_yR&O{&~oW+Z&w}B0PA{e5pGgkiMklrWWF5L%W}c}0P_~$T z&L`6y?*hAw(8+O5BnxRk-;R4{u_SXBrhlwfKMiFg<|*zKt|7bkGRL{sk4sj@^epGT zvzz10o-Bf*s=o5Nf0ApG>UXB!Ai??5d(?rYKEzx<8QCv)aQU4jj;JVgsa48qGz#TT z-=cO45;}$e_Ymm|F5-u0&t~aXTwTLCeKFcCjF!GXavq7` zb?VcVTMK)RK~f>=+WC_F4Z(#u==lx0EY9<{HDkCWgR;v|?4|G8CeJ=fO@)1=n?E1D|s zSkbb4YiQAKB4?QmeB(?}taY#OG`i}xMTIjxVT>3$nF?pXE&L)^hkLq;%-EN{IHbps zpOLHfYpx0?_X{PmLbqg`l8F=5bLT#&Jy>7ACjFG720JO_G{~*HD-{0*s*D?yS%nh?gl=!?^R~*Vlxjyo6q(I-p0>k4qUsd4* z4vJt;gQ5xLIzsem@PJH~e#!C4xzGL47cy0dSMV_6PXlUkc%50YvoIxFx*1Q_!=p!Q z5`Pbtce{-Umni%uk9eu8mTXV1{(t;S`}b0LA&YlT5gHiy>*O&%#vugBOfX9(x_b2%l+zJVYVqB0K#~=_$$ig0h;f9PGnvv^nQsTGsr53& zsETztf$ixAB`ue6_f>K*u0s4y04JmeR67#b%K}Goj*iu!cX>n!I8jaEX>+5f;K$?A z8OsF527?IqZkvJ92NY|@u$_jDUV(Mc?6rfN7z^w>8Uii?OSypYgo227p&o>QVtH;6g{co#`*CvF7r7iA!Bl^Kl^dG6Dx=MR zyBMFI-IWC}Xcj~Rm)iOu5e6UrM1(c!l4AVY4gANzS!+fX3yHzxtt8&>Udf~jF z3lUgcTzneBd37@^^=$sr9qIGb0pjX2IH=n76G2nBR^Y^DoE6v;ic>;IIJ?$LCWy$I zQ~rTA!sgCSEZpS|z)9FXC}jqYv~QA}3kU-b5+;x%+Jj|>sE0Yvvm+!=?t3bu82kD8 zxxtgEArxKdPz8yQEPFG(g=qT4I6y+BA+64W{jLMmSsHrw<|KHxmfxab6YxBe0UBWz zG~2-knifFum<1f;-PI|QIyyKu)o>!xUgE|x@*$FeyA%bobL#ljVvl(+u7g$;xI7Yw z7V?@~n&l)YL)h@|hfoUTYvC+LL`JGrabB%b$&z9AuC^TKA9{_4T=ZfOVWF8Fd@HH^ z85y^E9+YkL=YSOYSpCm;PTh7d&}CS=v>YRT-1arzV!xbV zGr|_oK=&I9GoL5qrNqX6mp*y1Rc)YCa~g2xRnk0cyGjx>o5~-48|G?1HXrFsyIpxa zgf>SCjeO@?@aow&7AH5i(h}wJJM{)i5Befx(d|m7q{hZWB_S(|TM=pYu?2}Ex$~MR zCUlI?0MPr>$&UPjd+PqEfhCXJ;nCIgM^8_)D5t2idh&!Pf@Rn9Xo)UAe)wK*v?1N3 zV;0>g4t+B_C);{&Qr6G!@H>|tR{?Z3Qx)6hxNlOw(memIS2Si2cOC zi9Al*gUQd!9)2|W;LBXCN&cd0^O@G$bdxS4^hKz0m=6q{*{MD7XA+X#j<=9H!2Iw@ z|2Am(Ygo~dN1H`TA*MVuTV{wgvfDo-;>+62nGT6}BtqKk!KXnSW#N9bf{okB)uFt3 zpuwh&Lr@bs+8C&RTFQ*6uUCrD>mOg(I_c=Gi5Pm8G#H9oFh7cNLdQ;RuDM^G$DE-7 z#SEo2@1!huNl-gYy0CFebQ+A3b+6wpe8re4i}I6FVxh`&`eH#uX<7(dxQO1uch1=v zsfB>qg_C-X*^Um0VyT_%HDm+c=%W+RnpV#n*@$A5z7U%fXEAe}SX2zRk_CM$pPOQ1 z(~{#xaBp1l-|2|nW!}nMu8*Xn^PrKJwtfyzX}I=n6O*o1;NdUH7Q17URs6891wjH5jDJDVY*k7Zr6IVnJ%7+QHa5eEq2t%7-G=H^eWj7%UwYn8cH!c1i{N80+j^x*?)E|~N6nCzAj`;V-_K5exA{ZlQ)yvm~6yRx{1 zqXW8zUtGsChqSv4KL*;8A39m!tb(IvEL0}#;Blh1x`RYVAoLo7KLzM~Y@2ug)saB@ zA)woeLUcI@A3(dxG8)odjdm_r;hZSSI_ONcts>7Zl6H>jXn&epwaIg#eMtM|fkLbK zK&{C?Q+^WR^2z_u@#W{M{#i?VJhI5(fBsVL{OArd4n7Zu4xU%Tr5pV1FhnX>H?hYU zECFK?%@Zg+Yc94@L7)ZtKqq*9vwi@RbXFKgqAoV`>EBxxyeo{5(;DKx`Nz^ZfbPb3 z#+;C2wmilVsn!m6dXYa#gO>e|@P0GWQL`u$xe3t>De6=&%i)Aaa?(b>#OjJ?){wIP z(lAhWUor0rX*Y?EOzbrTm$=Qrp$LS2T39$L@HW=g!i8P;+rix7h8xa@aL#g{pebmu zepE9w$?l4eJdxVxJ15!dL=&z?$9qTRC^a#e#>}MeL}j3xEQsPdAzSm4*CbDEZA}H$?^ngiV{h9Q9`Em;lZsy0 zI-%J4D$GeT!*{5wCld6%X??$Y?MNjocG2*0#>c_K;>H4Q#!FIemN6e}@P!+QG-~5# z?FTx%BT^&HL<;64N%ORFUJq5DNa?ht^=$e{M~@tf!I<&%qPC+JpTmNm zVHTqR6}&~z($hF$1jJ3#Oj>=zqLxa{--`7Z({te@D)VPVG^+LYj)aC4HKr%c!pUG6 zBVC5yQ}%pkSKJHif;QPn0!+W9aUZx?3E^JwS31dIOpO@iW-OejNS>5YTa>akrQdRw zSRj{{7M$LE$?|C^B5c)k%iZ{!rnCa@lHHi!S4Z5yAhzrGgdX%J^Zu|KTV>{L0)&_-h?iM!%MNL!k{nB=;HLFY6FqC;dd>{)=t+ff1cN*B{RgFAEW#}#HO8-9LkhxwxI*}l(BOZsUI=^J$S?y;(`N4U(&MM=rfdmCz8BDH<{ zUZvva*1-EOqW=EOb*;*uY-=!XgYV1@@ptcDGxFWgJvplS8L47mkp5wfa}1f+vQ-k2 z-u1o6NKbls;2z!nj#AFgLtCSm&HR+~<4Nngaw9499xYESxjgC zvT3t8!??7YctYVY*UFn``_;+*$1V-yr=3GX2g{J?_vc)bL$vpPiQ{gt;N?3UlHAH*?atNqPn-}7v_$^T@cxLKZt97Nc zG%C~Te0`{--|Xcy0? z&-UZg3#WnJh3kacANi)03S55c+lPeF_7eIgkVr8W*uHuZZYypA|KFpX^RrZ+^Q#L? zx>;1hFPYhw$1vw0;5+As1E1QG@k!n(=a)>NSlUg z^nT9u&_qhQfr(YU@!gqVwX9#b-d}9R3+_^|7897;7~CN#s<@?-mU&qz+%A_BQn0 zlR?e%OcQH9bfL|cR$9EwIk-ZtapxJ0=P^5(K^RH#7=JDc?~|5SUHtOip`meiysup8 zUutE=>G*Piqv%&)P=SBwjM?kNK33s{G}eWewiPWGv!yqpy=Ys9@J@mgi}&)?H6H{g z+PaNB?omv>lho@SDpjc-_orjnWw56%*$w!MrR6PwFDe-#77w*J81&u+U38L&{(%xC z*#5bnNA+Hz@!rFW<$DuLEu)R1o~cqk+j_Ud^gdQQ68tn*Ph~S7vnyEnR9#JweY576 z)+}anh8A1G+mO%yWl3?S^b;REIXBw)2deeW)%!)JT-O4w-_!9D@5@U#!dv)fO3s7k z(P3Zc^L3tF>S6Mp%d8zLyiX!iL*K{o{j@qCWythcnL)3SwvB|xa;o={b-2w2o+nD- z0)gKdy^Kr}WmNRyB8N#942;}a<3NoGQn^bWFQlyp|Bh7pA=zi+SEQ5~ zAv0JMbj{{ta)sQCb18+Fy_4=7YK#a8e5E!?j#@T)?Pv5ja#z|oQ%u1$Ar2qMzIUis zWc59D6ZQAA0s+RWBt1VEnRtllg=qEUB&hliT|O;YUFn&;HNC=tbAr)few?<8gH^C( zB)VZJec@7U=UOnZ^CXDK37LeQJ444}fF~(V2;8j_q#>S9<7@e~dk2RAam z=Rp%RPAX5Q%Q2rh2BB3zG^Y5C`)HurD);O>YP<=IFJysHY=~G$J~74e8Uc#C%`Q1! z6(to682e>+2z{W6(!x`I*F+0_phtMm{nlcjiy+F2A$&ZoJw&^^a0H|CWPt9Wrp%7G zI3i^`VzhyI7N;F?@&w%`*hZwPu0|mJ(i+NGJdFOgUGdx|hA>4kpXS_qTTS3*WxZ(w zTUNHWL~p?2GJmD<-#O0A$3|2LFG}1}>0AkI2^EqZqZldCrKn#g*=Yv+pJvv78Nys> z-2A_JUH>2c`Det=nTD~=+Nr5ZW@KMQ3Za@ZFD3PGJZK|QQi{|iTwGi8Q{r z)`~wOxJ>Y9y)W+w&m%?BzYU_*l>n5V z3%o_QmY&x+jn=#F)&JK&$Bp(zPsJncUFgop|1iGxhtWD1Pe}tK5|K3^1}R|ZN@TSP z4h{vq6>q7)3yD;*{I4IdYEIIlUKmZP^Vw{!+U92_IN1RTPv^S784h{6Ulr>Kur6(z z8?0ffjvr&(Uq-Jz0~L&N1d?J5JVK*Ek&%%%fsB?bE-5Js8Ulozhl1gnYd%IR{TXf8 z-;dw;QW7cNHtM`$2D6p28mkc2O8SF9LAP2mlTjh3T7h*S{p1>57jiDwe&&wj5!(!a zIR^rNvw4B>C^L|7BLG(E0ItC&3Zxr(+6ji2!;i7EyIb`;X>-F(WcHW~Xe+s(bAdSM zBc{ej7>wtw9=VA&nbdQ*fWh`OE;N+06xP8BBMgvzX|Sx`{PSJoE%7*FM~#S-y1}wE zIJA~v-0^4dG=A45gkjoK*|zor*P0mf@h<3jX%S0Ju!89T4;MqA$xzmh2bL|R)Q$f+ z0%?m3OZN ze*=qrwx3JmwHm=7c6IKFjJ*M`Y!TpgG8?2ooEZQeEO+s@8Gk`*b zE79o1)}KB+eZH=)u7`~wN@FIji+ptmYUp_Oif#I%67a@Fffl+GUgS^TuM4|8f->&; z_SvzPb3>SQMj{?y0+Vmhf>;nBHo@SzMxq#%kdU8}k)A%t-HX{Cq-o`@`Wg`+w>@`1 zFdA_M`LRk3%E%06SOx(F83t*7{1PX}fN+aC-O_mn6DwBZcXxZ*&8;mGMNp}#-AIEo%nPK{r#OJf3D(V$R_>Br zmmJ1yd_ z&VNrhXm(ek$7u6q{B!Z&nBuC~PK$p+7pTFnk@6*_b>&jX4_|7>&PvIc9C+UlwdWA? zwcs}sFy^oL>vC_*I7KBgu~PMEFK{0MKnUziz5C#)$YH2lDvK5J;!gc&@_Yv(%R~dB zy2>KPDK?<~3>J$V5^XZv+Wv@XRZj)wcHVH)L^V~@+Rrw%8={I|$v!V*V_ptu1YF&r zqWz(lv?x&xk5`?1iWw&~3~C~-tiQ?IHuvk7^X7}juca?PyjTHuALcV{ zsNbP*D+=B(@1L;OAF;eA3Ah&rkCpi!zNf8t&%yKUn;+rL^7eKqHcn3E4Le0}5~~FE z$seGee*->l1r+0^h^Y}9w$M9zm|ygL@T~7JcuWD;9L6>}p9J5VQ2Oo)Y`Jehxlj%K z3K7*5nw1GT93m4h!TdwD>)z5uWMJ(uI1UY=*cllmZ5_ZgqXe1Jy1j)+QE#%abaC}U zM=)~;TqqB~kD~&l0v51HD-$T{Z9^b62YS3}SJ3m&qegf#zrnQ7EGI8y@@R!)Yw1*V ztA%%S8k^4h!HlW{xE^1sYPq-BQgxgTxH0PFj#o~O75`wttjv7vIIwXxozQO&qtOC> z=nx9HH#+sL{>{X1VMqbC@HT;+d%6Sm28>xYgI8+doEXr$VZ`{h*+j|Vc^q)vDp1Q) zd0-!?gm?+T zPmi*}b_DVQgceXkvMBm#-)8lP800Y_h|VJRxh^a(nP81N%O4D&e*SMb#M}`UjUv@9 zZJ;cG{n0z}9Wb0IFC<77Za6-F;X(vhK0spRVz4m^3zwd}uV39+NM%q0r?%(ng;e$n zgNT*R=G(ZB{Ed{ zR8R-g(zPcfJ^X)P4tGHCN6T|!WL_kTzQx5W*bkbvm4f*H+O59w^+m*qh!GHq-wiy` zg0Aza027lLX4WEOG7zWiS=Yts0Wd)xePWD4BB?8QISB`fl4w>Vd@Jy9c(h=D8-_aU zO$TzY7MGQk8G%QqdG$?BPEK>7C;N!WgYyK46!UTv#g~KOB02^CoAp)%n|7rXs35Z( zRwhu(V|>1+mItSXrihgcm+7R-MsR-YT>C>sA*0A}7x1N_=jDC$t;(u+LUMHnm`5Fe zA{xQcx{mk)!Ms>{$gr4)O2@#U8ZiNGM_m6GQ{DEZdnjV^ZY5-QK+9xk4&F=Ed^6(k zgN=fDa%x)UJW#_RlEzt{g(+|%uWj!`I1HeO$vh)k|CJObYB;uk42BUJUVYS3=CCp% z#=OjlzIbWeaa67;i0}wzlBBzU4ckDSlPyC2Ld@LV4*uK&N_gP49C%U9Q(z@vfLYTV zYy6@T1YN;+KOu`!y}JsA1GfBbuo4e)|H2-X8f2>jYgHLR9ols~NM_srY%Yz0b5^{8 z(+wgbRDWMu?me(;PtVAB?vpXU34%ifiloONgc!(GzNxli4MBAPYyoIm7^e8Ib+8MG1Z*F7BlQyS{$Y!_MIMrXZBn65aJH2 zmgc*pZx-+}xw#bY2EQu8oF&PO!MfH%eIPA9f%I*hunm{P;_t7qp24w@o$KIS?t!1%*)3Xqti1E4{_O%tbD-EGXbjAEXJ3=) zhC#)o0s83-FTOjk{DOn+cge9V&yx~d=S|}>2GYOMq^JI8O05mr`9<(RJe4pNynl6m z@beL#)>*`gj@eIK9hpYam^r%+ElTKi>e&enJ{>IcSzB8JYBtte@tI`2Yn^Psgqcmt zy>@hsbg1fy6ISQE{6}tVk5R#_6B)>u)n}c{}WLw;zU4Mr3cWQEBrI&&n zH)~Q<@wwmsIDfq}u3+?_{BMfQH}uIO&ZIv49Hi}in)5%hl5B)E-!RlG#o8m-kUgCKwg=+ytQ|9v9~d$bF*-AwsCae<>Y?KDa1}^?c(y* zS%i!0&Hs7@r=ybpgy!+%$Lin{%k%2P@jA4(8**}Pw zl3xSRah9_qC7ydG%sKN0g**9#uz27?dRdJcT(B~H&d9MzIdMrzN!>j>zP|iSk;rdH z0-hebk$9y#H#fKSR4H}9hY#FlUAQ+_J7p}Ynef~qi<+~&`684aW|ef^238q!OZ;_- zMv_zivk{mQy$*2)3Il{S!>< z+s2&XP1Nf1BZQDl#D%3ymj}8uU16rB2wVS^L_Gg~Z%%l6rs6Z4CEFAtr@hwqg>7@X zBHOlRruGe`(^}s{KiE*Z_`Ad97Z2%1cW?*@f>Tlqf|>%)_ZM{}V=;K~@$t7`mMJ43 zkF&zV{1&3Mz=*KZ#l3=P{cgC`4y;tGt<_F;X9Zi>%`!Ysw?9r4=@i93zZ?Y*hEL$l z@3_B0Pq66lN~jkW7B)w7!>~h)fBK_h4p-Y~nD@rK_{_y-P+PnmqbwINsb6DTaJ@!V zqF>XI#A_8((tmlpafrCyFY+`WN~eA-8xfdi^ZngQkY}ok*9Q1#V|lL>-Nfcba}~M0 zFW%Nfrj}Xs$8T3)O%!Oz8YO_&FAWGTYWio0y_9+J!sKLgWIMUfwLgK27K4DMxR$xv zgAnLYRa@|76am(x~)fRK{o)C-y_uoW0l-F^ODm zcmfwpdrH7=vUt0uRKI51*)NKGA)`N@qcaeTI7-mbm_Iz*_x5W0I3ddWY%pCsESP|H zS?gDts16=Z^p0A+lf~cPHHyt$K~pnJT8pz~SJ%>L7#Ladu}s^}Pcl$FB(Bf*RjMNm zorUvGv`@CiWPM84oF8}U<&a7*z($K6Wf0cOr>*j4L^VxW4yG1tKbm?a!F6;IxQ|1h zJseUjmoDZ}-SH8p^$2l9!l_f58qcP~xm#4$GKzdP&Hnm&p1AkLQ{UE+Y}q0oFi~YS zZ)UZx_Zs)BRU|HD-cX9UA1DqT4@urxD=RDO`=g+bSF8`D8jPidqpg1YGP;=)?5(tM=Uu>Q!<2n7YDS~*Rmpn=bBQt3^KginKZll!|8 z*+?2&ug?_x<7a+%w}Obn**Zs^*_+$jno5iQ!fsq@5l!cJ@6)dvK>kp<1 z*ZiHSvTOD_pKQ59c)dB@p3pZmOr0z@k#Q;CoM_c5(msro^f=1#TmVaI z+;Si}cOXL&M#*O#b+(@3*tK5;wzF2o`vnhKYT2`$-!(-I5*Y9I7bcF@2a4AE6I3V# z9a0;7ISgtwBU8A|Uf%eszxTjDGF)|yo~nBO5qsOCujOb?qw@W}@tcc-Kem#>=Vh&k zLgTu?DX~W$9HQ^{s9^XwI2s$h@f;~45n@vWk~gaTaZh3=>l_yoT4a4M*GOv|SGqpe zIJVwuUxP(j10tO**nkm!w`E3+d1uk*vg$`IU(Ws8!Q5%3v1t|Nltwpom6n!nCq~jr zMl5n|ImbH7>(OMy*(cootT5{yzaBcE=sAsa7MGZ>dVYY@C;b8|Dnm^n-5 zCnT!)rJP*I)yKq>gp;ry1W~48lRLL>ig!h?+a;0m731Y$H!ZWLcZ$H9aZ*IskFKsl z*xAv?#Dg%MO_zp?yMC@)Dq$z76qj9f=`S|#Jufa+icf)GKT@6#K?Io3ee)NLt6vPvqtli3tzpYk7G+Oaoj!z`r z59ogGJTBAO8qI~d<1y03aSa8+3bV|*Ba-Xt-g^(T!rGi9JUFpXtFm5%weUfd+~34= z!P2d-i_qXlKRIF58$%f?)fs5UXJ==>Pj{v?#P-MXRkSjhVZX8DhZ%;r{+!uP6c)6x zeEon)PQayE1{z^Kif|GBjEgvyqP;%5vzicGm^`a_GYE_h7T29}%JP0kw;3WD@TmZReF<(!Vqrz8UQ(+6|!h?UjL z>*{po^N!NSYwV^jcAX@)oL=qK%ju|h*qsiF?tgPQ&e@1@;Mm$$mTMqUjAsueVpRCH zC)inH-0ZoH*qyEG&VUu`RWbc^P@R!&c*A(B;It}yd%2NeJ(BhD%CF;?-*)`oqeqW~ zJWsy;*4gG9dX^sM@51l4Gl`eSG$pe@Fv_1$9&v>D6c*Mwm?o;>UF;I8cy64poJJ(B zZ9K)QRrmv@GV)a#bApkJSQ|G-6lTo4bwvuIy7mgW>T=yPr~F`sgB9_$@Nj4vE@E;Tw-`-eBZW94jP3gBM-~jNKRP=)jCDybe{#XjcqZAl&Q`ZKHZ~HzvBQLT)_b1@_0y@O zi-op?{QQVRIzG)uo*j3fU94Ln6Z?cgH~K`BsJKs;Au02*StAj~2k9VOHJCCHm0X&6 zCCGeU%lm!@Oa9mq=Id^w$K)s)otLX3ea>U|)iYUON$|IhLYs*DN zpBxg2F?bh;e~q1~Av(dr0^4-)Y0F=WeP%5C7)ohtTc^Reg~g!ju`4~Vk@}BKfit_$agO=ozIZ)kZ^CE1x`tCbNb!you0}$O{f^* z@+2V2CCUF8JrTv#I#=(!0)ktCXX*`OT58URB8|qf0!AHDjd2x>U(Ad!eFOrLDB5Vv zGHHcaqa4QmRQ6LnuZi>8Cp$@_+_AIi2V&~)u@JssOPbSi`O`&L0PRpT+T`Ipp9_1wu>10tS@2RlP3Rqc%gvGE!v_?l!D50o9C0bX-0Wv-OOm0iyasEEiVcN~5c#bu z#-<3Tw6%JMVjZWciRsm3Ikx`(?Zi>DkKP`weJg7s^5>;uTv*?7Qw$nCIH<>%|{XR`F?W3M|u_asiED`~&bhcP5Zadv}`F1jSMC2(Ufca^Tb|jB606RQ`8&fT+{J!Y-ROGqY$wF*455L zW&Ef$gJB{%Je1F6KL5+O5kmE9yQnO^Q6*ha$NrI-DGr_9!%G}p-vR}kP!|p+Lo69> zjwmig=Q0&mzdu7Mf+{t`atDuBCK;Auxj4z~%%A30DX5H2 zMD$jUEj;{LjMQ_dMsg<9o`h@{uRd<`)J!xM=k;G|k=#n^Nn#$AB9XX330LyvbnUrH zh$s>Q>C7kRy=H5!386$zX}JayRG~$T%nKlEYdvM!=O%aOYVQaoX4aHqg(2j-ttjLm zbo+$$rAL?_!oS4DKi>NNrPR4z;HU|g;d^X6yN%ixI^%_XEMXCmLQWHpH;i>(l{llP zbP*TPuN9phw}jk48K(?=`*v8$zOJSzDWqpdkr)+JrRpqf^wwziE3guk_jwsQ&GlZZ zAeN%B)QRR=2MZq&srI=>rTTDPh4;`tbn@F@Xx0k*hNf`jDYqbgnHF81yALY;0&d@% ziwp0>Q71N|t3|)NX6!-6_XQO_b{xWYOs|r2n7;H{DH;>o>?SPw99=P|(!GddvPqU! zGN+IEB&}{G=ZPiXO1DMAz?`0A84?~IzNoU$A?|hNZG(*?T^OFTrG#rk8Kd|idVFub zv8HapQ*q+O=tsH1?|}vMKjJwIG{qTR!x9n_CbM4P>;hd8dM01MsSXo%P>*4vH%Wdd zy&e8DjMT0(2v1|{`Kot}wDQrf=FJK$`9i{8E#`AY3Eo~EmMwV(zppu~grGptvN3kr z7%VZyynIr>LX@WvEoK*kEj{Ye^NxXQmK5eq=!g3O?9YNJ1t+Koc-l9Cpb*mWKqHRX zpc6)6Bu!aWi=*-m;v>sbLN$}Kqo2|o9qc*&a;#HkY;+BZcH<|QDXB1ZxZE~ruLa8# z5(|vt(@NaTwMgC^d?<`<${@<~l(z;Y8f!+np-!*I`GVKJjiBR#H>i}WMPfW~KDCM6p6lf6nlEgGh#9+KQ5?AP>^zea&Y7^h_RKg+7S6 zQ`u&mk{;xEVzesGCVZ}by`Vg>Pw?(!Q|o)p`D%!xWN;5##{FLXbg-2nln!lI-0t;@`M=gO?G`JjH+` z379|-a^U|Bj8};t#QPUO$rY%4DFs`x18|Gc2|576uy7%-SVTl908n}6?*9FWN~{US za-XI*pa+UNA45V|I?W)~9SkEnrG{!H`Z3m{y}iA8R+P=fUryRTV1D;FX1ck#nI@70 z$jua7YWj-#S>`Iale07LgbhzP5R)t06Gb7Rp(c=jFG)o+-Nv!cR{WJiVjv5i#joHI ztbe2Y_y02HW@Hd``dFq{&vO;Nj9-NaJFQCXOqRUco2!?(26eft>kLzq>;A%RJzG5} zwBtAoNH{q;w{^j`T%BM79|t8B?Rn_U^?oa>YAl`V5h+-}RCtsEKeop5|NPTc`5C^S z-mP@~Oo&x>Ns{mp$$OO&1n^Uq!WY(iKv2etfjLl*WehO;@#+JVj)QzW{FT_5)+yHD=56bgN=oyCRqhEvo#p!9X>5BZQK(L3=jttshe`S*)209w!t*jee0H0z0aWShDKnAyZF z60SrdixDs$bVo&qShyM1g1x-uL0tOzdFq`=ex84fq3-qo^8WgJY=Z}vRx z07Xl=^M>-o$7_0?UTGj))zINY_dluUDlqDANjHR-!CKR|8}1XTb)7PZQNT(?LQk3Z zzB#Q0=y5ko3$G4zXjLnPLNm#GmGY*xKJlN!OaSEQD%2_}H|xfKz^b{K8;OODtuBe@ zpW#A|vqd6+7TMn3?tXFbbz1~1EFv#1i63x_?ze(`MEGt=!*?a7o5qdz{_gS|q9i4{ z%04!ac36}|T%ZC>rB)9C38|>IUr0hnM`vPy?OgE9?*}uL78+((SLgd>miH(vFG<+6 zaRC#2zS!bZ0aytDtOcR;j0$m5Al6+L5)saP|28e8biEc)U z#9_pr(hi9tN&@K1yK*Ctgwrr2QsPSP)zWmO1r8EAIb8$9LIB7|ZSrdLFjwnM7D^|W z-h$I8z*bAte+h|*9DO1toGHgSPtV$qp-XKcF6>KV-RSOFXDn$6X3y@;$z_xc`HX{y zr^R6w!}>zMp6F9}_zyrbG)W7K1D|nq?YxkQtC0VGxP!1uEJxsGnY#9D?*;b0xg9BY zITE(uIK6$tM&^JFTk_)W6d&8!B22F9F$-@jEB;>O8R@Man4^Z~{>S2DXFS(wFv^4? zWKBliI+b^pGcgX=>pz=*mlgbi`yZ{(4hxCs48+Snob~m&DkBmW=PokycrdipTl5C~ zUj&R+OKW-<(4vU)ZtGbhtDkz+{T6FOszLmMAw|VJ@T|a|4yRYnH)$X2Pi(oQGF|4o z@Dw)FZ-k7W9RGP(%k!@pz%t+<9@+-aeJ1plQTGdF!eFTUo7?E0X*;b3kN<_#I3_>p z#?OC>l$UJG+2>OKa_7CUsV+*?DS^M34E+~uo8$ANxyhQ>A82DNsIS4jlenv-A=p>n zk3Z=Pi#n&8gD}RTTb`*9VwkJ&5LBB7AFsJ!EruMFOknF=n}HB8#28Bj*nqy5c04nn ze^5@t?@`tnSj0@3fI`1@c9vfMHN?eHg@g9c)p;&E<^ix|a<#e^g2100I_)bqreO5F1SVCB-;FF&i}Rsv8T2C(5*uqy81;>v(P zJFyF-+2OTP5)V2+R9!ch$M2Tfpx+xCi_H3Li7-Y+Mv%h{nIIGJNt7Wn){_slv{-8u`kfTkm>fnUeu! zt93tI-iWAs`{((!X_Mbw%lhW#x7(wBuCklC=g*&;lZ&777KDV{Ll$1!R-VTo z(Aok_HU(M(x#^2w+b{2jMMO*@nfaF|8ZVuloi(n#585$*gFr?^y#mIh4+wLO{Y<3| zKz#ZDqE^3|t<7~GJn?P@U8SF2Fo&w+o!#uvgNilk5Q?ZZ!y(oj%~&4o=XE7dZN71q zyp@fhQZuT?aC37jYywr0Iql0dkq>ggKej@j1L)fCn zM%sh(&`+P#cQBcnEM!bfObTH+)LlmziL)Olm@D`*OYp4lxl37eXk zRlJ!MIHieN=@szU1sU5X`m2s2fsyRkOyk?XUBvG7LazrK*SMQ~AYw*T9H4hoD^Ev2 zD77AV^5q zoZf9RLe_93gphDm`BFqOScuX(m!yGcVc6-`YrCrvNf&m;XhmG@;BW!l+&S+464eI! zD}igV2=?X`s%eLbTZ97~D}OmSFz{P1Z&0rQ2&mGB%RjY>wkaK(pjK8^-aruA+FN|Y zeyF5PKu^z8YD7x&dicofJ1GUa?6nfvc)5^7iB{syg(ZXu58~tP{o2tn((C-hkDp9V zI9Ho)29b4(Cux!L3q|?6ij-8F-Ndoq-F1fN-~Iq%Ec4Z~-wYQiiIkRtHv&uM$xkkM z4lR*+bU6al_`jLjmq5uszDlj4qB60|)xHSoiYP`!lGyPNAoeixFyU+5Nd(irhpDa6 z&&*GVv{)RuAM;qkTwToxCWD^cl+!T~Npm%eztG+i=m5+S|P=4+xLhk7_P#*lV$sr-d zQ}vB1Bc6Nd7fbse3en3;-*aI2k%#v-!gKqp!D{-ZTaiVi!~n9L0>^NtVGAOQ75a7IQ3_C1T|&p~|CiZY>F z83A3v2^I2SvIh@xYDqctAJEXygpQ8)n14K9^jj1&su-oPa&R&xM)#X4HPRp!$1U-D z-Uq@@C%D*3UH^q7)+)f+R-i*MzIpnHKC60Ui;w-c*TY!Bv==VL_!2bAiATzM<80CH zzr-zYnFt_^iwgkkYA#zQ@d;(~}Lq1kw=-bD6faa=It+qo7W(e3d9;#MOjRvH7KX^LYm+)4gc8+Tv!Goi#?Gznvi1ow5@)S%G9L&j|;jhxHj7sWT zm!2T}TKQ!(gnjj+>0UV?6B3;^k*SJtZ?%Q)=ynS(V=X1m6fZ8;22{bfgh$snp&9-r z>s2mmk>tD>APH!#<-|JRmK5<^%Icf90ys5Zq@z+p7SCx!0R|&4aPgR){un1R;-}7z zve{ufWuc)+9jT=&uG9!sdc2=-&YSH6m9}_pseDGMc8d5?wIEO?rayi*7e)~T%N^0} z@wAMw~Us`TG}pOT{$f%NbOw0Rn!!x z*gHWlSw<$Vy#&AMV|0Oot%;t+WhI5AqjB0 z9Pp--l~VxAO`UXP#BmPXr-kYAac%I?uyQx=qkLqv9>#XiA{sCAO zi2+d{aouyxdY_+7WD{A{6z5j&HtsMc&!Fk^=sYv1{MV>8!4Q1q_|l|Tl>zT%x)}V! z*}2}|A$+vloSmy~UK_A6_ILI=`8$24qPmD@p!ZB$$dkl3?!Iufx=%=q>8K;C^_=$pLyC6s6=?>nCKO9 zWrwn!t_~4TJFTa)PO&88jr~Ta%ddOLUgYtPt-Mz7zNeyg272Ks+V*D%)eNtt4bY@= z`ZwmgbD%)^wl>USQ5jT@<}V|2vh9}I82PL}a^+7Ii_pxh$=j9Xi|;QVP0#3k?|!mP zUha|OD=ZkDdw&vZ^`)lp)BbG0- z{YRvi+YYZ!H`-$DuAJ5!t{#e~&T$y=D!`HDp_+)(l^e?y2i}iMuOZFL>}_=JYI&^h zLi+ARMlM3-u2gSdr?>n~qqXM8WHFqrJk2uySNub9h zyrLMHa&83RW&#w`!VjnU@rIWn=TuT*dQzcz;AXkl|J{t({gxX%l#UwNKT$y~G&NzF zun(p{2)u15Ze;eKnD=jFK3N-mMzaS1Vui~P~WM+!vu%TSygMB*+gNI(sKmE+nhf2s&8)99g>cb_apl6ZL7<-`J0Ul_wpTr z3!U=&E;UW91etMssTCi1niC!j-J`oAU)scI;>Z6s{jj|1?Qe1(@_*09GI8^87GX!$ z`kxM5UJvPYOn8w!D$L=vEA0Ta^FmFi-R{3ELM_=q(ZfOB(COa|l{VYQSa2_og=*89 z%laHi`Xd|{o`g{ubH=|p6|E(k7J3kZ4Fy5{DjUu^4;A(5p9uT)4{Ak++KYM-z}O{` zlF{~Iq{%CVOy`<_@~Tyt$ozA7>lMm|;C8GrSgw}qPH!YanipX23{dX&={4q^iQu#w7;`~R!`Mh~GT*3Oj zGaOz%LpSKfI|PB^kiS%L{SR4qru0bgHgYiYgdJn72-BU&1b7GUQ-vb6O%>s3FOadD3 zKM3GZkp(T^anOcCOoKw)`7#bTzdjn)JGDKnhn`g7 zwZGe8BplB{Nj_2UwA$kjYSg^L86v`H4tEOj4^YJq!(Q()u@UBsk*7YkU!`+z;&Bl4 z(*FF-@WsUuOuv~Mcxj41MmG6Pv(e^b9nBsiiUq4^+zwW&SK2U@0WYD%YO-SzJ@ z_sF5S0q|8F0O=$%ODpLcF6MEx1Y9rAZ?8^aJN1D6cFfKiq%HRMcW7LPhV-nOF1uW~ z?V$gf@g)?&>q+_fkXHmPQ@y=7zVS+J2+oo1FMT(bQ1xIu@{~<=-pRGn>FW(b;0;b@ zbqBSulZ@*K#q`Wf!BLCPb&OBAy~_92C~e_R1kji50O=9$K7N*nmi&a8R~XojwA(lT z2a#MINFha906tR+8m}Y~5vsj>e`-SZdtfnmX7;2VHhbhz{?(DAAH#3z4CUDF#_vF9 zi#YR|2E)&M=6{OLRNFK~xjw6*^jBxxM01RFt@eU*j??j@5@pNa@v%Zu|AUda0X>9| zUoMr@Ep!~NbpKgBx%pM{?Hh}$;sq%h;2rj($JI9nufi{P9&}`{EUhiWvEJN_WEnd2 zYq2t+OkX`LzY{HZw3J5hFPnBdxn{Ziw6uaM9*`0fXLk_+Glc3J17Lq~TK^RaJ`l4g z$=lH!c`{MAVsu+Y8JYM4A$E#R?ew-hjVp{G){m8ioQrcwMjYn>b7Hu~+xTKvjz?yf z1n`%{P*VIC^lV!wXNQOW&CTMV7nES#7{@rQ5Ml2(f(Xhe5VmwO$EaY@+PCAoWl%GyEuyJ zmtGHlpRi+qAiIg?M~9Do)(1X1`}qcbwf>a2BCVqMzh>rM9k+NZr?}UoteSG@o>=G6 zrMgLY05HUAWWU5aJqA?ca27~2tvXl0g2AiLQ6Ue;U_MZN_;w`W?G;ub)xBKF5_BgIb6}GWJnFZF!Z46qn-Ys<*l9&5;8e zm<+%=+(-@CU-v&Xr0PJ|mp!eKI!D-esSzcxHcA8TU2fh>L?z)(hC{**Drg7BqzO^q z8~2OL%L4e@)t+cu%krEs?kH_Btj*Q@aA{mXWoJQf0StuT!GF+HeIwRP@hLNhcZ^@T z!+b+t3p>zW9|sq`K1qb3zB}8~(DH4y_4S^qeqfl!ULE0Rh+BS4`Fcta&Pnoi2%j$l zE6&~_=}I-oWc8NWgk=a_j9hSq@e@7)cB&oXA@UzOSPjoG6e(ZUF-p`*X zURKaqW+<}g36nTrJFd0Zj)i{YA;{bvL;(!@YGd38*T@5<9dK5+^3H?-g=GK(*z4kE zKODDh@3oaYzH&OuyW)hY;MB^f2mL^DQ+s817xotY_ZVRW+f@>Azt%p^P@^tw?ARn> zZ!N=bkKu1%(28hymEiEIU8bQd`He%8h+0tBzqj@srl<@%%HQXd#MP*n$gjaRd);XY z?mR3LxzyjbJ>Y!8x;WPSq&+d-H2U;r|Gn>ba;5=U#T7&P%dU?3UK%rl zFYU9As};Xw2;`gIoscf=bNO%P!#}VcObTU=GD`)-Sc1lWv}b`500pss%kZYQ9atKx(}jZ-af$ z7b8UuYC_YqdU+H37wWH9UeocQmA}W>jzlZ;#h=!*UdEacdk6slpI?jgdGY}8-z6_6 z*Mk;c{C(p5&R-lG+>YIhn|ySB+JY0?I$xzo`kUy6_E7y!Q3p$=5}aG1)ky^ATwulD zXT*hA2=nV@PtDF!ay`Zg_6D9oTOT7}fwOyeiPU`*fh&U2n)OB>o5MQhDV(6i+ThLrmNvduuM#wzA>#iw-* zNOn>H`yYYTp_OUxt8`W!t{9;35~MjDb@~kts&-C|T1?LUmCmF}{M%As5PT8^LFqV@ zT4`cJwT6@ZOH8ur8!{TP&jGQ`)GgMUR7Q3r0cmOIqm43RPysyj2#(2ws)XU8gMs6q z%bn*ZBG9F5*~loQz2goTQkQ`1TuMd;4G_#wVA5>v;|2{%B__b`Vg=KGf-S2x!xfBa z>B=6dUf;~_Ji%oTojk)xU%&vR)xgo>2M6(aEq}FrddM~m5RZ;9C#Ww+(&~vnA$u2y1zxQ^!xBgkKL-}5FLN|P zJquMfy-%!sgzX4#aTmS648TaUG(V|?@VOtnz5oq_jlr~U8u|Fif{qbjc|2lZKm*p* zE&$Gh04dKuy8vs%CU4BH!2aB!LkL4=~1`pb4o{?yxiT}=I5#PDsTLjl`bW%?m*=z{6@qBQ(7mzE%t!yyU=eF^J8`Q zIw#-$;uS9+$?^uw``&u6(hKf`Nga4qFu17sFL^q7NmY_dIC!Q5IRB>@-PVumUHOxx0+5%V!v;Wg!(uhyNu>}|=6Ajqy) z;N1*oE32LQRgM0HdRd{)GNZg3fh$^O&hTaanvKEkY;t{6DFd0#mL*^}ZXyHK>9Yh* zqj83)Vm;vne9469bLFUS9LS5HRQwU~peYQ^Md4B_?cc2s_XC*A{J{F6^UbThjjI&9~u?CBEjdMCfp=MmTWZe+Fj?%z(e&dhUA#_B{~Tj3>^j z&JTZnGIPIR*DqP-&UuIBQeb@FZ9RSSa22Dxmh`PhaEoCk)37IJRBk46MSO-L?R^oz z08IyL@n&TVSGsq2cvxYN>^aScf)?!$JgWoH5H2*FnZun?Nf~24C7mW26y@I(PqfUf^;2|s(8gsPUuCu!3Hbn@vqg$; zWE5LmlP#PpkK(G;aX&^{sc zq9D)Kzx71C(?s`MJMuJ>Uew>z6>jzT(0cIt^$VTXGr?C&Lv^?ZTW*V-iTI zUKMDLim5(Z>URKU?u(tW)`P!EzVQ8icB6&|s2I3yKu{w+T5)VT_@F(izzvUkC@12& zouf^M_5aySe);lc*FG^g0R~!C1&n*f=6^aqeh2oBn^%J`WMrO*I&qM_vfA&+kac_x z#CV~>12#`hSpc$*jcc7L{r3w|m~|jYfBp480L@uiiF~AF;N>Rv^!Cgnk|a z05UAGY8SEjZ|Og01IQFI5ZcR~ldSgZT# z!P%L%f1a3t4dj9c*q(lXV{%ymGeCA`1JU&aqceuZzyYIROMsbPVW?Cb8;Fzuht0c0 z2Mq~=u3A<+E>hmeipK8`b!RE>H8c8kp-y-~U1cE=md1L4ERWIP;7ou(Z#%7o_qX`y z*vb099PhKgGoT;YZsc^`@78%6^ybO#aUt-i1p`Au!MlLFo8w4@AP%EhpQ{sjw>!`v zHu*bUQ6PdzsOHJk%-J6~_hY&y|2_#drV1&hlJ!bt{F+lr9le^0zu!v~S(5F3J)E86 ztF0kJ1#Imx@+mWq3pmYY~eN&W)(N z^(s>Uio2L$F7=m?J_~3sNI<6rF^65?Rt}jHby6dD85goLHVJ?8MFa#$z_C;$+D1my7{Bc;wzg8Nvitu5mXO1( z{EWQqOVBQTe7GI3pEa4bQ? zMmIb_!LTLqv_0{e z>3^BFe!cPF^^}WL80wregu@cbn4DaOZ?181o2G=5iRL+KiA5}xTO+%=?qe|*<@(TL&Na7lwDLmCxBG!DhU;%Kw*=uSNwJE=GoFy| zc2k@+R4GbJa&nVL&8~_>jzD{QlF(3x9qtS*MWS9+vobn+m}qxH9vq+Y!5Bf)WS$r9 z*NWl74L1wIOITs3l!LHTxmb+Kr~}W3rWrIegymM`9WR8ZTf=kSk>vEp6T?4RGWuJSL+ z5TxM?eTM+q6Y?37Dt206)Ym$sE%~pg>&1ls0PoFp{0eMhHCGJUnDg3eN0+>2mcft* zJ(gXk&a^P}$rF^)z0m}mDX9J+l*bv*wXzu0gF{^C%y#GCbgoWGR&-Qx@}qN*eq3Wq z7npe87c8l0JMI`P67)+JS+*>x{C%xyte?fQ80-+?c5V5JJ;x0_^Why*s1p)bKE?p6!NzvfE`5ay|iK`k}E zNN?m(pDpdTy`MO3&-j2dY)v%mLH$88>tqy##i$wJK=l&8%J{P4{_9@m4BfmS(0`}D zOl$tXK!k6W7XoZ{T{AT*`zT1P;W(aftcmvf7pC{kFC9#J1p`Q;YMsOU(#A$GvY>eI z6!1WCbF4a~4MH-1zrg8~en!)w6}Sr4?M_86nafS?-#;WPe~+?_i&}UN{R_J|eJ(?C zHpg5o<&P4|YJ zk`STW#iw5l*Wi=K&_(riVM#)AK}ZwmS~!b71lAXSe}7x1r@%t4Y_3Grvfx63b8e`$ zmL)8v>6yUe(KMhF%Imk)=-o++;)dUr^1)vp72+j(JmDWQy82~y)5y?Ja|b{%y{?(Y zubYiR_cr##wblrV9<~9ST?RZG-L5@>1Lc%GL#ONV7 z7pc?VY|$ID_OZ$*b{!K)*|E_rzMJX|>^yss;7uWFfCQeNra65x=m=MIPQRnnoyBx_ zBkeKA9N)woC&v~NN-4vaF`t9H?FuJ9I5`RYbEkCvT*jPw?<26ffZnp}pRcS_T+yho zRt*vf8cXaZdTDrTFsgs+R{zY+39t9DHs8=?Xb;2p2Zj`HpODk@bdDXfp+3Ksv6L5eKD2HGrD?wXh$*N=V1=oIM(mJz!0?m;teeA)%1k2-LHoSll7_ zdx^{ms?4|4$QfjBeUJ)j*SkgF>IH}rG<3=V<;z0;0E?ifTkj}@37aEs6KGA^ zM(O78Lj#+Qm`;lJgON>%c0|30M;9q2-rp;X=}WxKpU}M-f08OV(SVYl13epIAK%jg z1MCQ(b78dTO0o_3vAK3ppU`d($TKX(@LDj&LMnQZ-B zW{V4$jb70@wJX8WB%x2eJ1;Ul#>QTS z*pnk|5X2rA?AX#EzjIja6*+N8(gKSIm3Q;6r#UZ4G5_A-gND|9Qgk6N)K~cs3sEVH zL?-%_cvA=&HFb%4>w_oiX!!Wy#GxVTX4m!C7p9loV%{Wp%wD3nHtHxwg`|OLY2*QA zvI+2s4Ag&S1Io>@M)x%VFoi5e?hbu=?(RYjZo7r?er(|TEs&=oYk@(PGL~7TR)#t> zWE7kN6bd(XCNd(SQE!L6gQ*m6X`uqR%HwmuEPq454q2ZX$MjRC0sfu+lGg{aGFoc-_pxF-VHMG=KTRG%k zn$m9T;({l>&3w&~*=?NJA^R7c+}RMDs$;{-WE?I6ST;-PWR$`koI=`&l#(%D0p6Iq zSs!wwyE0J-Z$>mGzw z%pDFaL1J}gy1I!T@t{4TAPbBZua_##roFbJSzERGNRfRRApe#8j)rHEneZpal@r1i znF(v@^CSfcbM4%EOVFFZmrq<&KH9uqyh8*7J=r`dzdo222EK2gkaG>3W?ouq|G+ip z2M`#GT2|oi#l=NhPztH76HBtqi}EQe~Eb8EfMnmL~zK2G<_fRtb0-f z%REcLNehpX4LO-wtIkkSYcb~pYy>zT!Cg=yN#d>Ae$t*%eMN16;;o}adov@7ipLD0 zEwKXgP(}(-P8A~T3?=~I1tET)k}?eV1;3hf2I+o(`xU!TU9lk+6PFAQZnFa9Jc~{# z6*w;vczu3qLm2bB@jVw(&ogBqzb*ruW8Zc=TJ62?0pBMR01U%sh?`5Hw@Z+@`S}TM zi~5GZs>InEyZrS3qqMgUt7_fa{}&;M5&}w#N{f=xtuBy~5|9QZq@+U{1Q8UZOH#T) zy1}HB4nZ1}Mj9l)W8yw%pYxvcUe|m5e*0hdVy!jToX_)&ao_i6G`F`@w*i%5VO9!V zF|Vn59fwWaztc-RcVLq(evo=`zYh)GlDp&g);DR3XG9NQ(1u-+SmF0xsr6ofc8ptZ zQhWgSwpJ7OfTGDkn^7o8rjx<^V@;t~ZmU}8n9ID>hiDMzqYfIifq93P7>?xEY9bDE zU9;Q2y59IMSm{+-=^pS=hESY4mx3vlV+EE}E}IDnd@3I4(Mu#Gn6TVkho#r&A$B%@ zJekELc?II|_*JOg7btKbk;U2-*$mEP{TZlGC;*UQE?Eb9qJ_w9x{?cTZH3%xm+5|5 zHX>d~kvLuO5J#Og<~?lvK#M_*gPEm1e_})ViPeyStVV5B7%AxYMQ!bi{k@bT?z`t~ zZEbTM*{@tp7IotrYL>Q%896E$wP}2yExTX$0)+Mcekiw9XCT8Kg(=|@G=i^UKMH64 znr#;R!)TlCvG$ICG2IN0K7}K_$Vfvge`mA_P z;E9m1fqOi+>4nhdP3Dj%_?9$hX!KJ#9&z9y-4k}}J$ury$JpKgG2w50_fPls3ga;Q z4-gTU;Hv(Me>)_I)Lrd+#p4f9tQNzDq{fH;EK16AZgvE!mTZ^R%c9=Z*ZO0wHr;pS2+F@e-L;GB4+c=KMi(v=I?ZDRi3 zikMuK%{#0&JPD2tHWZ;7{xOE=qL3e`%oMdw%PNMKBc_*@@~zO3Zt_K&V%C$Zta{gR$|$OOg0X2$JvOC1$< zEEgIj?-V;og~ei~Yvf2QQ%W}*I&D2%cGZ*QIkqXulYjAaEB!vr*b+h6M3O@FAF6zu z&GJLRalq=(=(FqViCan4)GqerMAYOVLh&;<#qLKk=aA0Difg5;XOO8niIoDA!dsGy zIF_^oG;3eZZgE)b`RR`5(HQP%yAo4 z&u1>L8+~0Ny&u5Q!m}1fL*u{@U zimeO%QoQf$AqPci-QJ{_0G0=5Q}VN}Sy#=`N5>QragkRH z=hKB}5Qq~gV>rFxVn9GoUcj6{kiHjH5=vPOdU7tX*V>QOi9~Lz8rA_qrEl`(b)>l3Dx zn8eFCiB>Y?H?3DF|H)(gw z%)rsvV=()0BvnB$Nj{n-apPe`IkMW_qmG9m|Z_2 zb_^_GCJfNCEXbfSBN10=OcOlcA%~7U11Ck64|u^r@8)>3idk2qS#f9DgW^C3>}nn@ zWA=Q4q0xV_%27j~eE>cFW6{h%;VBxO(*&*x?#SEseY>q?LKpU;GThwyH*SM}VAAyX z_!=Q)B7UMEC($<{!hm4xgnA#Q2p_w|Zwq(O>PR@v_%y__zKpqI*jMWNDPXM|JE|3U zUN{r`B=hmAv4NxF#GalFG*%S|65gf+0ZL znQF4zcGb?d>0`x_sUBaYnc@M+Oqt9!KlDAS4cNeps(I%1b{!NA_^3x636zbKa4Mk? z_Y^@+BygiNly=y-6JR7(Wt1h z9G^zacz>*JMGV~g69sQ2G87pDbCHX0w1Dn{Xe8eP81sN=!#HdU9bqInsa~Y_cu6Q- zTb@D2h_aSlq^Swwp2sIe{{y8DQ@dsA55BeL6Wzl@WGLLK)sPbz%0w)*AYi^j2F*m= zhVJUb^)A7&QBpehf{g9;+(TW6sTNQkEDhagxcD1~t|S1?(egtMgy7~*ZIiTrk{w73 zIiUEJ^!01&AMFf2kW0*vHjPnc?=UJAkQ+RjVw?$RVYo$!5);Q`(5|r5C^aF#A*6{l zt+kBU4+ywExiqR2HTGj^G%NSuWqjqzJpFk9lYku z@-A7|7ot{qm(_&I&uECBJ5jSR!T%2_fNl9C39uyDH@1rH&Cy3**CatwgGjEJ?XU3{$)Ip|h^UjDA65l9wgTqJ40BYjvJ8$0z z#5xip~=c1;J|OUVg-LBw(W( zB{#eMKK~U4%j*xle#{=2mQ*-2`?voVZceUVmwjL!1X%RJc#&u8h2)bC^2d=12N-|qt_)m_TYY7(dSrhmEl zBVQ7FP2LAIi}Gkb3RIGSEvDDOnm)fYW)H!^>Ko6?eDHTfAa%>3PV?cFJ&|hlO&NXO zcK*Ctyyj8ep&b3T<-mpvVznBqtvgr>R++-g#9_R+-T+7YoG9$9l&$mz{T&Mn3ppa# z4+IBrS6!T4F@#nR2*tx9q@t-Gz>?_WJHFT+w}DmAfOV#y`|EGm9^_B}xw(T+$&C#c z{eGh#*kM6B^1bPcGYQDYGI_Q@mfL|ZfC+oMYoa@eu(C2+gG}ct*n01aa?VjO5X2U(QExFe=k|El6ywya# zpU-ZB$pbNc4t_x{n`XVzPYii6qLffFiQCswu%CkcMhf=xFZ*Y}=7m^D|G7LtNiT14 zpHQ$)N8bMZH`9snBIvfG*a%lwPicL@e8JCkat+;3-#}@M!Yzh07VB=FZY>{VbkFkh z^XF?<5`r4`R{kzj?89#JS8%S2`q#b*vnlKJdlxL5V)6A>ap{e2bck^Cmf_(_VqZ*q z9TrdGnJQymQ2bMdZ#wS*MhWZ=2u z`ZX>W>cjNRW27G)0v*b`_G?oQH`zRU*0Wxo8Y#i}`UsVwwe|_jUYaPD>LW1F<{ULX z_<#dUB-&3eE_`Ud^$V#-rD*Ez=klWjV*`E@BoQ$@B4=jA0Aj+r)s*w zkDf2$N=kn}8LiR12iI^#_#kcb?_kx9_@l=H(YAO{Y=8HtHHR{+Ib?*lW16^AH zh5`6SRP&Oty~A;f;hr?F%_q=FMdQi!g$4A0Zys!X9wd3bR(U7LfHXtYx{(v_SG-Gl zV4tpaQPSVGNKc-dG)^^u8Ul=Hr+FaZTpf0G1s3L0SZv zFmn2p_h0?0&P6h{V}7ATg~ssb`E$h77y@n>!OZjb>Wcf}hJ5UTB6VG#3Dlx{MPf*M zrNq%zh+zD2V?dlXNA~gT*Qpnp7u(ZrVUT77xw>D_7$vQ$(AHVCL2s8Qo!=B`=eTWZ|yU+1zh1r5I<$2TAlA`OZ6pFW*}W&hnf-($z2 zbcyIU5i2G``YJswMv;CDCKn-izL4qU=%_Z@2klj9xV7*|mFis`qZ*j1C$?Za2J;9P z!l2O-WSo6aq*vb;|1>~v1$>MSTE&-o`I7Iy({Hz{ehUupUTm**=Y=6epvhhf{0NafQmeI`yu?U3l+e&xNyDIwJC@3-OPW6)NK%y%uY;#Z=#T+ipyzO zmHy%QZ%oib{nd%ct7-d&2Cl8+7eKr0dZebMsgXNDyCd9d%E`&JKlcJuYcDruI}N*2 zC6SH3#`#y$!mPBB1z$pyFUTiT6a5BN!b66x`*yMYTqvk+KZ|R&+?^QYYudw*kf%^e z!Raz2Qko|PN+L03-dPQ;K8DNTmy1DIWzF6LlxshqS$)KXn<}?y@BPUF%r;I63pp-9 z5`bAavl!fS2wFrYiy&9M;Dxt0>cXmwV@AK#M3c`Nh8YkUU)Nv1sRMm7(u;}}GIkd8 zpFJt@SRtK|`&qo<4BwTA0zAlERy8UZwq7}Wl&;h8C3chxb*iMA`q*ea@9LbhK`-ZJ z*7G(t7*s(RtX@oB?g>S4Z%Qu$c<7|A-QlNV~hvS8eK6pQ*e$axnBE} z7x!T5qft7I?)ukePa7e9^XVd#cw6uEAy&CFD$!4i{O0n+D6qSb0j-jK%yp5CSD{db z^l&(?=c0C*X}9V{op4#XE|vm&JQ>ZWRWmKyS-0qN%<8>@oD$ zR7RY^q|f?|X9QpO2bwZYA#3t^VodkXTG6TlPJF?7oz;D2wN=S95}Pvqn{p%b{6{RS>o4)52!28Ilg> zYx;trB4_QzRZ2d~*aa)T5xw%fSeE*lV;+)3a@vo61dqUe`{uz_eaj{7v;8l3DUOZ8 zt~BM+HkA;02N*OBUYgtHP%0HSXlB?%qnW;90f#eo$tVP1o>_YnVq#*fUK4*T2_+Az ztJ974UvBdsL_X#|D=;a>t-x76^TaMfvl$jrNeF~AMVge8uVL>?=@h!;RsFiY6Vh?4ln&618RkFDP9>hG1T0d8GOVt9pI_93S%xTdwPC z+9|m2PChq3NDL|><=)U>dMF>yM*uEp#87LqyZYd|MzO>whrWbLK`Ts7s8u2_avu`Y0?}l;sqRy-IS(07&hBHN7Z0=<6;Yh4`H6CUZ8Tkv%1>F zu3M9Su6bvTA`4eG%9NsEN(v_iLRV7eLxRa9h8^G7g}QT;*QS z$1aByJ#&qIR<9X!S^9v;zzZyc0%$4^gCC4!nZ7wPD`v9-z&Vb`@DP6Z7+daJGG8Gx^>; zBN!;IU|pq?Ic-)89S`oOU_!vxv!&7Qm}?#zV2{2yUUm&)?j4z$ZFfKK=^k?!-wXVS zI4*1Pn4&=Lz6|?Q@-NJ2cC~r-C=}ZDDuN^LPGM zdvdbJo%kb_!&q)~f4tgS|>D_7PD_k>R;1lgG>CvI9ZRKq2C=ekTmMLNU!9{&|LTbh62W z`UFzrj5m><$F@@(=fnxkC}6Kq`I8j1EHG;yEtImm%nm|wOry7I_6iuhp|BnM)#QU^ zyYcgG`HSbZwQi~Vj2G~UH5-9Rg>wvs(()k0UtkliZQ9#qAe%*NRU7V?5+;DREm8?KjK?krq4k7P6Q)G04UTAK&jjv zYAV5$hI&^SpxeEDPeHlg{mN{f`g~?LqWWU}0-5BmJx`l5FHh+^ul+*0+<(yMf~k1!b1(t`1`3%2U7l_6Jq`|-i$aR?rJ5k5 zx2loouQSGu@CDS)Ji2kDR#!|30hcFEM8) za%G6lv-aJ(aS{++KMT|Pr!K3Mq`N_dUVQzu8@rgw4<=)~hbr1$Mo#wJD}hk!c}bz3 zd-XtW0yXSTG(*U_;sVq*hR6tsB*1R0ZNSp244XKbd=WU>ARr}ZUG&? zFtogI&lehwY@7pg47N9{#veg9f>ar?YJnE7C;kK^47osl$cM_Ry8&%P`{@H<-e+zDIB>wF9@=31KoE>z5hQau^(kx2t_d0#0GL4gqX-Kn($+xilwXiX8(CmX zfbX>!wvUlUuj6X6cTiZx=UJioWNKU*f6vm8E%kNQZM9GO3?;Uu8L@LrC$Wf7K$}OP zTt&a*9)@WtYE?!ABM6dUmrs(JQb81N)DKs;w(j-~8*D~{`DUia_Yty0GFv~(UEf#R zFhrNC*x2%{gN0jrOC~WHi5?@oh;kh6oEyYp1vuVd`gsqGazCJ!wQ%#&m2?NvwiAvw z#g=Cg6O%swV)ZI^-AR+@dSY)C^9#a3#r4ouTDtgT&#U}qhd?0tPJl8dvjNNT^?THG z)aOZPeIMk#GW-x&o2yeV%_nbt$va_;{j+Fy0ew?jr}rK5%^z)}00zNe=ATY_4ko2B zdqI7`u!X?xs+Gxy=KDDjWxx|xe(#hQfZaHO$Z#-F{=(L`u}Z_Bd9dkt>`(M^=RW4$ zEN&p6lqh$WqX?;ZPQyv$o&{zMtJ;}YuU-YN=vS{dVoakqhaXNm#MWh+xM<{qh)(`%)7tgXvv6#xX?m%r8>=xc7+%&9rqGi7s28F}hnfBzma4Vo- zyoY-Kp&a`21{grn1`LyO@zJp9ouqi{Z6>$6DUuLaNz*VU zVz~?v!q|14s&iIW2^Xa!)o=1AWwVc4guH(cgEyz!NmRdh;hAqev2RHLbCW-ZH);Fk z4;>7N@24cTr#=hgLZ%l?M$j>;a+nX7#ngp?AhS$904(cE*rJ!MoN}Q0dF+OFgD)A{ z`?r(66e6Nh)EO%HOh3G~7I*!}Fd>Fjj)PH-i?tmnUJL5lRUG6@t55^BhlFC`~rN@gus3M4tmX8*k)aU%x3)#K^;Q9?n{) z@$h_NV!{T^G8`6v-E-!GblMXVS}cBMH{K7Gkd^zKsO&XMQCvd3I+5R?vu2nw`J}0J z^vUdHy0(;CzYhJ7gFe<_o^!kh%G~BeAbfaX?JmZQ-&)Z4L(EUGNaAN*G<1doOdY z62P9S$p&zyrrF@Uw_Wh;wWru;;nrTarm0tmL>|j|;%1?Rd~8#!A#!-AVD@?9 z>iQ6ZM-V=cE=$8U1lzqjn@`S_lhncsqI?ITM03Z8=+FNnvoP?<8ayz$xgpr@Dx;vR z8A1=ieDvX!2u_B_Utu(Y>W<^Bk^=ok&s^$#W7qAaoX?_G-z%1*lBjXRh714h<5G1H zI#G1zGmI5!HC2Iw`yhkp;Qb|xZ3T(LZi)WRxIR$Cf^P}p&HN^70-ygIXmwP<7IIJl zp7u9h$4A-7Td)_Gy_b=Tclb|`z`u18=x^9EcFE7j7Rh4DXyQF%VN`x=yK6pb=3cfM zdgkcGzU#xsMXz^Lv~EtH@&a)ia={tDpl77-mGZq&VoML{AGGj*i$0?e5{c$tlFIr5 zA*`7KN_TE84==5ldq7o{K)+B-Xk=&7A%}+~$-hGdZr3Db)Vcyg;pz%0v@akV@t7cE za~WZs)C-(`v@)l^)6sv%K%+MtNg0jF6t3WaG3}NSlPyzk}M+e1n zGdZaLdx^1}dnnU1MnpxMF#~r)F-$`-Pk8vj|7uom>>pH~#XwEikJe(}Pq@|wBQ^H| zg1WEd)sp^cCo>(=af@kuXWr6EK#b6cTdz7f?(Cw+TGo4 z8XKd9bC6t_ZrcfVmaF7Ya-Z6>jW6z0f=zPzG?_lqDODSE0{biH!;b;vE7u~>Mz`eN zBMs@R#`22q)3`PPm*gNjUZd0Ai3?$<+k_nC(}^=HG9D_k`&qyZ62qpti=7}EjO-(+ zGoMjyA93TB<8>-CgMuTBy0`@ycoPy5pb2n78}N*m#|*P8H*c-9Y}xkPe+f{<=3n|J z76+!0I}6uKeeMaF$Qo@I&G0XcRF}$9Z*ap16Z20Ye*A4!+q$lPpAo-uXSWz>gQXUU zxO0wW-2@~}}4& zsZc#v;WC>EiGfqg?UhA`+ zMTue_T5_$RvXsH{Z&ox7D~eh(SV($U?-%ATk2i`RHGspw0@_dtWyer)BlCW84xtBC z01vcS_aXF;sRixQe=aWO2?`5aK-XXpr2ZJwOM;o6oN80wfu7la2qsyD?IX-nXX@5B z5YBK&SaKwnj>oRNh2Wz~b%PcmN9wwR*zN1wpPw*y&GRhJ6}{%WQkfaN-E%Cm{?bzz z^4F558ym}aMZ8NE{L5a*oYk~r*Q?7`{{fH`&O17<**Qa$K9{V|-3`+5AbIdd(M_)~ z?#^F24!Lo+^bygf%VEbMf3JuaF9JD}yE&Z*1VlYnXaO8Ip4F&%pno0(7AukN^s}i! zQ)Wg%XAabH=k4{?*<*oUf^%8Xlr>0(Zgy2 zvSRLA2PAq?;DaZVmz*wbHdgmLk2Z!ySHKleQtWsigC|ZXYU6tdMJ*f3TD0h?BU(b5 zLrMJ(3Im;K_Yt>ZdP9YD~cSkH4#$#M?vVC9KHGa)p+qa^&!D6w}M@x2xR z5$8TDIlFrd-r(YhemEJ;y;&cnj6NN$S;>7*{iy`Rt%*kkryy8i~b{%e< zBp4?0KvvTVxogDxKFyG8rKnfKZqA=IrhPFO5gt-PYHbx#df|wK1uo^ORMcSpUY%!# z7S${gN6sWf1#*XjMYija3}WE$<=NcI*2O*?XT`a*zx&Ll=VvPcVtHNgy7pt2x2Ndm zWb0Z9yl*04zWp;GnQqp3!M%R|`d>s|Dey#dEEpz`wg?PO%lQ!KqmK)c~fwbg&SQf6BohuklgwQpG-l?~!xB@gQ#8#fVl%S6 z+%e{nix^!$hJI!Qo?3dwfE6u{x)apE^Z%%UgR69C;P;K=M5R02wNpECLL9`x!Py!Y zOR9w@^h$*wx9yPv!09hz&OUUMT(POf(+atJq7=4%#Gap!T-{@ znIAC^Wram+x!LGJD@Gx-VQHM!ROo`uSId+8U-LAUglx>Vo_oMi`%@bZo-+#DP82=q z*fpvgr-f_fKg%q*&*2(uuw3RNv1!HUNydmYvk1zC2S<|zUU(nMUf?Np5*WK3QQ zAJr|GQ)UW*w>w);kbgu|Ri~@Zt^x!e^3}G-f8GxR$2-zW$A!Wl0UjKf1h6{iCS0PA zkMWC-2pjv%td3g5MTK1f)<)OrHDGNZB`lhf5Z;TNRP;#1^(<5+=qDii>0U%!ReA^4kiVX2);(NtTa1YMXz}}~PJa{rb4RNOz)YWl4`8x!mN^GNXhg%q2Y7MKAbaXjvPt(O z04|%}{o49rDY;eP>B5?R_zj)|^;ht!M5GgD)##_G-Ff@pI$;9LRgS7~`MXbfRNL{V zywhlE{VLGR3?)5)&{}gxpznp4Oy?G$?}fxP%UKB&$>|+hKYv;v75bHcIrk7FBtc@a zTA~}rOdP?o3%!R~UY~2GE4eIx;2{B|=cQN;=DJjm+h%z?-d)neR`?4Trt+oiFBM=NOeakAnZsjxd5UXd0+WXVOZ5o9_{J>* z8F=D4;O$Bgo&IN_v?cJncCr4E&m)KgNOukE#jrKO0Pgs@1CO z97xv~3_9tD6I@|U1GY^^)q8dW?lVtVURE3<_XQVBX*#H#+V}I$`?)%mPn_f*-&Z*0 zV@Bpqi5SLgB~G+-v9mV(J@^li&j`0Ac;FU@Tx?12fZG|dngvPKxG)xtKTV85uqV%7&na`q+#e=7S`q`yrj2LB z2^+wKHdN5-YwJC=iuFoiA@}Y!nAp*Xqd3Q((Yd0se!HqoX9i z(?FPbhTfNt<-~w|Gz|Bo=7ySV$pub_zA!toX=sQN0|P_qNoK_zy_d$%tx|@TMp<{; zmwpEP63<3ZVZF2mlKznH#FQKF#r0}9lBm2Wu{DMi8v*%(D4iOIt1zGMzZl~qu>N6; z_X81)j+65o^cYU6<P#bGq|l#?_A%@X$mgAY@4kOBSn zJ;OHjj^+7c56t366=fWlacAcugvhf^@?pCO3qD&u`OCVr3?+M_J*$#GKEPXEQgs<` z@Msm2s$d?`mtIVIaD454;RLwh1GmG-l@ak-<}*S|+59@&ZTn8_!oh_vKmEnsRPTfc zN%qhljEdqNC=q?TA$RE@>KHZm_W8R@ur#{9#$I2YybW%loWIiRUf1{;uKa6!-H=sT zS$QFPmE*Lw9i*s`Bu68}-n|R>Y ze+ypSa-iD;(l1Ql`#X-_s(3zhnPYf-^#*S`# zfUH)=a?=AMD9N!PU7wna`8y9|)EUd#z3GA|d>`&xaaY z+`R&ck+hoolJGk#gZlYj1>E+)*8ix-7Eo)838W?`DQODWGSCCWC|Ru-z+Ps5{7PafBNPKp$WMw>p{TniIMn}>9L{`I3-lP$ z#!iUysGS=s(B_XC%YcaGLTtFeutdiWOmJ%rV_;@BlaTO*Hh*gGs z;fem(UomGT&9KKo@V=ovM72833vkra5ZY@lyC|?gxw>O>sMSDs=PG0lbc}~vv0SACGD+7qSGPw>QDExE5+OEG0kx@qkg z%L!gv$hO?E|j3l>cm=nrH$|kAV2x5v74K|HO*z2?w}!(EDX2 zu{m-<&EBE9q+~je-;3Vo0y;9fc^(0<+!)49$xK!pCd}`}!2OA({TT(ITnqJ-Px2|M z*9_IbbsEqUfRRGr3K2Np=u3Yri=Kfr2;<#o!$#q|Px44tmQyvr+qNyTJC|qUp7fI; zSLZs8H=jv!^*&I)s?K0$#5)7)d^g41r|j-#s0+F|27|f*m3j-pUn$*ah?0F-gr0)Y zGYZsj05V$z@!_sCq_%zX_~S(EoR6!(0$ldu9u~rMb-6a*TWfUfp`R8Ucf+o7qRKG1 z-=!g1(aE$FB!QdBI5`#jd8VDb0(DY5U?R1{8;Rf}Z_#meeM{Z_2I)xsX0PE9cwvlQ1;| zK((*HQ173pOT`3!bd+!wrZCXp1Q0`{IlEGNAy*#kCTNo;6em{TpBVVARWlpHQ5>fKt{em?L(W4rHw?iX~6e zj`XiBy*(T*bZPHWu?xdFYP>2VoY#uDZFP_9ULY3|y7pgC>Zis&w)CImOq19NWBUd! zeQp1#@crg(YpgtRTz2chn3sLM&c9tV)~eu*jBN2yy>F4pD%F2Q<`IUn)N|C#*Qw|V ztmFey4SrOBJElMtCP5=6tH=A3GYlm*R+GcR+*UK9P4PdaH?WSu^H|)U+z^tSFtFa) z!wr6dpMMEELFWy}tS1)q1XkB>Xw^gI(6SB#xo&_7Z^KFFV-Op}bvI0GKY=?qTj{dJ zFrm9yZA1Ic{Nu|JqDpQ+W4~0esGf(}BV;8w2|m-NT8$EBDZ=_o(dlM}^Mh@8Lgzs7B%DRX`9n zT@5xw08TBrT&Oa;$?msEGxfUIliN}4KeyDY4`JR+^{4;R7*CgXGWx1{CxxnYsc z5XMIpbU_Nm@ON1J!m)MK`X|H!uI`*QC_d3!+w>aLsIPl=Z}@!%Hc-Fnq;k2C7cs+& zl;Zi<4G!VbfU|upFI@aFsi;B`#?b;U8XIf7qe9gcKg4Of!1UALtI9f^?4G2nt~%;{u@x zMQA3#1aEFk0Z(9fthB-R`#_50Uc_oqk#3CCZfJ`xq=bLgghGn)Q{wdACOc8bT>FI@ z6oA(|X#e_0fMU-lvJ-y0arT=SF=T{S1ijVmy&nc&*S&!}+$wN0mjd=Hccm%#aL?|K zQO1pG{S-`cQ}%C0af*hgcii#9fPNKP94kS@C-a`SU1BVBi*{137^c*?6YG z3EW>S$37bK&l_iu!e5TKv54@mCy6lJm|-(W(Ncu*1U0iei(ZEzIrGLyf3S1fFA%N*aw_tGj#KOW0 z7-~EL#(}`?IL-%{x%Z0*!Ru@UfsCOIWU34zvF-y82ut66?Gy~Ud0@MvfFa)3JG&Dx zQFO2`u_JnNU`J9X&?o&bLyrFVN5}spS^vKs*csfCKwr3U(CTT|0aO`EK+&rBWPFmz z8?TQ*&W3A5Dg8PSvhP9YeyKsXZoCCIiUp9Ff;gH#eKG@;c>sn@MlK7$j*z_P~X7p>mB>={FdKRhK7dB5Qy72 z@PkCYwztc@eDT6HW0s7BB(;?>GFj@vwsfz$SD~5WFUlQc$xM%1+84gaWd^Y4!v6*K z{BIf!;`XeGMmqPiVJpV^`s3(XJOYAGFc>e~Lta%ivPOLJE5k_1g7%?^UF=V!^Jmm6 zPlXb5-&JxfXTmS>i)0Lt`x|&{-Vw1%BXjpPkIboff9(eM-+I5@;WcPJUOa|03O-8; z7|}Fk&2KeQ><|UFPeA@P)aJk8lVLn*9Po@!JdyHWx$fB~`OQkVK~bltrx$32{Hgh1 z87zr^1ubRv&a1+4*Zi+~!V*R!c^*SNGY7>6hDtI;6Ra$UFOePgQy&A-rC~orNc!Ms zU{&jkfcIw+<#M4jmBHw(wtuAhM^X3;NN-}`gn_d!dtdxu^)_I+?*tc-LV#CtdAOYG z@i0$RCU7+v1>AQz$*yaptaQTZ5Sh65PctG&3ut5_PED+z;L(4Xh-3P#_|2J3vE2!* zD0QjNhrtwFm~h*uvUwoik1|>?lgevPqoeJ+~tRxdKFW~hn#ir+MVe*$`*D|vd^ zlL5>GY#a}$DBy;tqlOtTa0OdFL;D3;-ndTi_W_pBemnVR!*z5QW!x3tSMtoz#Yo+} zvf23Sv37?aEOZ1gHapkzXM0SiMiI#W#BpnGBj3M&XDZ?+y_w~cZ{ZFje?cbAWn2h4 z91O&chWo`J+)PinbjmGcutQ~cY`Xjg`Q2XCRp$1V;h~|QrUDf(Nwdyu{pZ)S_rfno zRkfWiN@QHEZ?<@J)&1AnaGY;taK!=THBu)|V60dBdIFG=?2+x+iemOl3X1kBBMNba&G{M z;RV<*8HZ<~c981NRqK~!1QTI12u8tBmA@a>Slj}eDJ3Q*<^(WHK6z!9;%xTx0zU6zgLVi{J9@a}+u!E1N|!0jsPVM8UFT z&pjDo$A!pk;AxqIv^9X>&zFwewwJn>mY2(~-pe!vPr(3U8iJ{#=FAES0ppLLCWMu( zvI3AH%isq%8MFo;#|&Ce!8C;da5KzsD;?N(<)w8vz_k@4yqM@NFbJ_T51|?_@^gpt|ek->Req3JdMkm;K zdNLK03kfJVC6?n=EiLoaGvz4@AP%Aho`9NYD9sn@P4DJ!?FE8&-vU;lZshUY5-aB$ za9#F1Si4i8m@GC7_KUvR?LmF7ejQ!if(3hvuY(){0vgCH@-i^{o54ig{tB3&eSt$y zr2Cgtn*barmH&Utykm_8QvF-jb`DhF=#Sgx#gLg`gK-DQtU6T};7YK1hwV{-rA>Vq zkctJGXW>e$pZ%5SJSO9i1UHTaTn@F_;(m*mF4$@#4oSkiJ3BfQYTb6M4*2lW>+9;u zApieW3vMepQwX!EQ=&4TTRcL{@D_l5=+BpNt?@)aO^rJ&(+|jPs9>VPG+g}L9MQ?W zCY3RuyZ>bu2UFII@nhKks^D*@dKlH;ny2Gjq8HEj4I{u`tnIfP*{#5OlU?F)NyY^> zxPX^0Z%a#`_B`CWU!I(nMxXD)tKWFSA_xz4$Q!A1A%#1@w?MD<{*`@M@~EOB>(mVZ zbs-*=Vw?f@!+c%WTBr3|4wz0=Og2BiH`?Gq4L1)O7HIu_3Zr_s?(cwop=J}c`cgq! zQ!J=8?4;AOVZ7f`mFow$N*{;d2QkR-zXyD~@8pN)d2eY*R;5?zrib&N@#>5J{=wR~ z3*D46i3-n=1j%rj*+K&hJ#11h8qJfQ7s2a%VD{&8)HuORzfWN9>4wgL#>-8cLnE4u zAkr@&MN=^!HXa{x^fzB#gjLTsoahi4LJQjMGz{+A1w8QN%#5G&n9CgkvP|*_3ufPB z00$Hn#>;0SW8)9>7tuze3NUFEZ238iyl{`3&M%~2Lpah9$$4w?l?u9*ctGTY&9nu3 z_ii-K|LidR4Ls!dJ`4E+*e58Xxl8+tL%wiEuzSN(ngWtEGTjz&hUSp5-R95A(A?N+ zhaIiqXwQQ8hDMD$V+tJEN@|Lr@d~%n4y%fg;(L3I*Km<6VrUCT!G)mQ=;_hF&JR9n zjR^SuGhE!$RbbiJg@gKi zB$72q3{Ux59CF|e!6>Rb4~t;{o1+!w#uexRC0pc#>kIh{X<=D3c;XesIrvKJ!sN7k z+G|%GEw_g2&kXH+3?vPFYAG1vzzBQ%nSrL)Maku*+ZN2z@-U7g&sCgZIk5cg_F_!r zPClJ{^7=QUa86Xj=P;?$AjU8!8H<6>s!2DOQVEY)+c;4r=J;3&0k{QZ-98IA?! z(fW41zkg7`UDy5Ul6Yacc|YqA4^w#05Aa71!wSeNF5ZZ~w*{7rT$6HGEYyV&J|I?a zwlaMI0LHXn&aw#`EHa`ndEl!~l)W@7sSMlX)Kuzr<(7r>@-VOC-I@9ylap_bI4WWJ zWP+ChpO}q>Mf!W0SwuA0yz*d#ckrO1PL<8g#}S%I5W9Oh-mGP!ti4zsG2QC64AAL8 zIC_wJ)xu~@6J$XH4}o4rX4te|wVh-}Bdcafx;o5+DAl{fO@!kuby+YIu_&wywQhR0 zvOQAzx1_>e2Kzp&rdl3zB;i*N|2kjva|HhLe9;M8r)m@3rH3*_-9Y(4>tDW=2^fcI z=zn`&mDOYU{o}#o{Ixw9lm^T}aa;yMZ66oOKznpiBF()cCwbTJ4IXX>V&S**fgZ|= z8$W}B0WK+Iq@-z@)UcGL=GAM2d7NgjIo`YaaE3_l z_lGAijByx5@w={UE!;2-Jlg6Rav-7G_}>O||Br*pf7#mS%8|oTK^)Eb^P6oUnq{WM zATn5PySDTMAj5UFUMXxxWuRb;MF5hW{YC#B7XHV5H5r+&%ov+v;@=io+aVJKy~OT` zG1GBhgked1OAtfe1wdFBjDabaGJ~W=7c8G5U=PR$`3f)_t;-EyY$|eZfblWN&@;|T zq~-uR$a~n3)Dr9K>uu+{t~e|Xe7!#Fm1wag1R>|xxjoq?wwqe8b0>dyhW%hc49_oO z#k$G`hNnAPfMyam_f|#h$!dyB@>$|IDF5lG9bq#?PP&luYl4odE$pXXlEuY6mG>ql zCeB}?zIc(q&CRVGRqyNj;aYMpO#XokwRbgGY-CQ|B=MF>WUOjU5*3D@@{8TkV6}SD zZLQ;QJ$*>wfz9|50)Cu17}HTwYPbdq}EhV`7^L$`xwc z!#cmZvElpjlU^;Vj$BDLHt3&t^I=O#)WXYd9t@@b|3~Y&0A1X_D_Sm z#vhnJdEV^63IG$~2Uv{Nbki-LC;%)w!s237)18iM7>W?@>9bd8g_~*(iE=baW9n8D z_Rukh>*axUnMGMHezF3lM>~3{s-A~J)(^y!Y*Zo4u3g*7h{jGt;%=UM^I5x(5p-sA z#IlTxD1$~+yvRw30HXk!LoRt0Y>H1zgze;%5UbSK4u&|Omvef zljH6i1hA=QX+4vAMe}=vt4OE%DeM=xu>XI4YuLOBwkXCkboc1qB?Q%jK`*i95W%~N zxY!*W!U$RLLZV<~XTBCQBL$FN2poh)uZiBDFGRTRYI&Ju=8Vf7@(S|uLFT{LH#b#v zo8k1PJo@IuV3XV$W?=`{&T^!R81%JwkSLv)o{m^*faAamYvYJ`hg!LIU1VI;A(&@W z*qq>CsO$qlr{%utjPh+qX@11X)TbeR`!aj;#@3d{BuxCBQa#5p_GCJEP>7#cleu^M z&bctPaEV(_YiB(H8pOFFS zZ}ORAn1li*30}oV+)M5$n4%x1jn<`Z^@KAPSdv)Qx5WxUF0)Y2Y&mjbTTOcP+ScCq z@llr6N58V4G8QRi3A`XIRyQM!2H^hPA6=lE{8p2mo^j9W7N$zIQ_niX8mH4LHo zdcKE>h3!p=2NaLeY&rMg=z>u096f%x!g)}a085&cfdPH07M2@KFoOeL7vshGtKkb9 zBw<^~Z~K9yVzoZ#O0i5}5HaGmNqr2SHP3llMkQ`+FFJTY&A({9H*kbJ8bZ_pOC!bj zIx|Li4wIVn+039oc?}L?O3Jv0JN9rOS1pFcLixgFSvgZU>FYnCHM<+-Z3!(Cpo#ep zJ3$7me;u-AZ_)d*mBkJ|jqGNpB2g+edl_ow@ar$s$+X%>&t6Xdq=eZETUDNYrD^w6 zd8Zz9LePn3gwFf(e*cZ8lf5Stl z#P-lG8Qb%!<0q;QKz-<28U!}SVfDVs>x0YF%tgAj{y-}?fQ&DAMH{FdUDcg!t#;dC zM}})Civ7k0AMRZTt2iDAHWF{$xN^IFWHHq05E;s98$;rd$#X@r=G%|M2TB!|n!E~| zKp!_jNk{tF;KOGOA4sSib3Hrmv6Hy)Q;sTDdV>C{HvVXG(XASH;{?51;pU8N3>SmT zuD_z-x^+s`ztHSn#F|ylI?L!d2|i;TWsOw?{ksQH8K0bX@R)iWU(=Y$M9MI7|5U7b z7~wQ13vH99Orkq^P7kvBF0f-{1-*?NXzB}<;F;g|3+UlT7IN8|<8*ChCgB!*&A2Vr z=`ReNkwaM=)U`2@@_Pbq+t>Z^DO2sbThp;9EtphDrI{ECLP_#vFEi?v0F~+<=`H!Y zTJ1)d&#}$8@z6|FE#Hu$ESs{dHOy)OBAVH*NkWdYcTHu?f--cjRgb|1R-eAkI2RpX zW-dEel%Q{-)4nSqSUEEi4~A2qlP71+G8R2|NTX(oPv^Pbq;yHJQpYWhlVR{_05{>u z=T&i+ewipw80x^x-J;)9E4@b+=flb-m7@&aP2N_Cr)2Ydk($N+noVHWEK<8O|0*)B zxaT74Xai&yLz0ai%5s~bpFX7I7_4}#eW68$zo2YHhALsEg&_iwEN72?##`sA-^g*Z zOTVCCavaU7CL8R+Gs2);9{Sdm1l5*KZKfHu=GXK3wa!>WUnu1`2lX8aDk>`dOD<#K zw;qjD*%tAn#Rv3+$ZMHP`H&K4JT0S>wKFqYrt1w?9{|H=jzKq#5m^=XA$ORhogj(w z9#~xIxTz@bv9PIy>!HJig|iB{5?kJ_h;8WJ5Hczb;@bp>cIG wcMx=J@QNV4128*4yY{4a@PGK{Vzy)4-(TaT%{8=TQShIPqyoC|mci5i2a&aWkN^Mx literal 0 HcmV?d00001 diff --git a/graphs/cnn_genome_execution_time.png b/graphs/cnn_genome_execution_time.png new file mode 100644 index 0000000000000000000000000000000000000000..48330164a5fa87d674e34ca09d32ea81ac919d5e GIT binary patch literal 45998 zcmce;Wmr^E`!5VAqM(E#9V#G5ihwjocZ1R(A>ADV(nv~ox0G~)fOO~34KslB(Dg3# z`Nw;%^Z9)6a;|~B_u6Z(b>F|*e3O?IdxB1cj)a8tL_%Cx5eW(9D-sg&(!&Sf8@7?T zHSiyoy@;y4lGPV`r_Z*ANHU-8t4gqfQ}1F2xAfCNjZ?FMY9JEy}N*Am4ow3{0j%PR9n{ z3iDC?zxlA@hsUV-kdBUSuGWTPD7D}dBy6wo2-6(`sko~B-4{yEpQ^)crx(^mDQx-_ zDTvRxbdq=wM?%L zLLiB8o~WdxwrboK3t!mgSzzL_esfM9&4 zTo?K{CLPgI?WQvh9v+^zU-}7dP#PhZ?-#@Cn=tU`1IazFm^-cus=n^FxS!jG5U~Z- zWL!6$ZzQ=dt`WUA?}n}a{`M?ir-cvA!=C&pIeECvYUcrG&e6w8V}-}$e92Ji8px$% z=<9o6I(TU-9y7n z|1yxsgZS$I;_9G_e8}AG=E}uG8eKUE_l>ti)N6sfv6oFDP`VwTn-<5N8P=Mtu4Fz4 zR~p64WM5x!fT*v(KVQYp#z4|Yy1+dSF0R8WC2(=vQe?F{TdE%_g`Hhm=^v1rZ*~`& zlJtmOJ%_j5wxhW$*PO0Q!c|T!? zQLFwp^n>fL(bFc6N*yj8dy*mI_FCryy)icU#zrUqS=wn`OzP=XmRR`yZo}T8o6m_( zfg;t_&E?)uvKd$G8>QTR2kBBQ-Y-WR11^h*I;m2&rnt>o_|a)k6tzinS4i5PeN&am zm_I+pAzKr+TDJ9a+r?8V$!s^b`YT$MAK9lTCzEo?918r93;X7ll$4a4gVnCw9q_oj zWQOe)d{=7@tP|!`{}`j~0*X3zja$I$J}?>F)fw>P)3c`*yBu z$`2;3`pTQtaQ=;BhwaJrW4F^?ws}wRD~%!FK3W*Sf}5>(mW?iHELu_CrpnAlGtHKtj_zo+Wfk|koa!Es!Q1Q+@0g} zSO5zjIuy?=#Ba60a}ACuDb;CdHc8U)IQI+BQ_7RQ;;5W&*lX^Cbs4vMqc+N@!@LHU zi_|KdZzXdSb+SaCKm-K^gJAMtw?IZRMUH(QJXtv!t+ml_-piFq(!Q7(S#3HR z&dyF6rjS+iBk^$ANU@_gJNsul}TsOaAIb|Kc2Cu|nbJUQ~_ z*xp!%!drM&_*vQ3ctQJVPFFfqZ|dh~cgD^5O|}LwV=R{$+ZEbPt``X`Mq8JsdqYDB zCB!MRaVyDjv?@VERHRtEV)e~gSy|`q^$iV2W&+#bsSON8lz6S}NzHtUdM$Itu^C>H zHJHMkRGo1-b`2*1)u{9WRJMpkr$vv;9Tupbtvy)?l#Q2hCoOii#wx8~`*jtlzc(Zq zU4Mo%d_2GmUpZYMHeqDX7{**OPEkntuScp@S6ACFbD$xqi|~=GbI5GILKg1nVx1jz zX{lDjdn++0GA~&%x9wUt%Vp;2Lf_TpUW+Rz+s$EcXZS^ynJ-_Q68UYmMATWM{mx9x zVpr!-_c&D7b@2$HhL4S%UQ=B?iADI%x0J1Z!2n=2Y)n0{$ zme|zuLo7#_!D46cD7yt^ud&&%FV=m>^K{uHNoIOLc-S$IzG{J&oduijmFE2P;o7yPxRynzOgMrM5wFE^Y#XJ+k|`OW~tSuQCbJP610S?xg()cd{h*sNG>FI1RSTu z5;sKQt*Nk%UgiAl&1s8K>OBY&aYt8|o$lqNhSjFdYnKn^g;Ho?AcXu%uGi8u5I5;VHK5ZO(juA9Rx{jwZ*)5?F`18{`*ao{ zb-3DMv-+UL5%jjo%g>ko)$o1)T5~M<-)?k_ixh@Cs{H< zRhiq-71pX4e-4&zl~MII*ujeQN_HON;(;cMCY&yZl;JYjyEI!5WCo`?Y;JEL$>5$F zhVnHi&dXTMCLbrgw{YFCS#;au9cwXhCvnIahA}!A5scjA_puej1hq_ihE(!oQ)*{< zj+^r@gX-&}vKX_!enpCYqx2x0od5l`0+ejJ$*soZ*5LZ$cxY!O+hTXF&PTs1>}8YV zpD8b2-}`)d=pCNqFZWt*`C1$cx?B|5DIGo$O;1f(J87uHsH)ahd)nID&s`L2@aN-V zqp~d7>R*TC2Qwa@=N(xba(1UeL3y&)kXzXNe7YBA`Gw~x*aR_9bsdZ^Q~r~K=G!imJqG%XId$DBzOp`YRy zwWPOANatfGxA$Ao$bZeu%v9cim81CTaj4P3N(ZPk!A7avO_;37FV5}qPU}AwuJ0PI z+K7mW<-rGKLaQ?@>*+p~yl4vP;;@Gg<8Jd`{$aWC+&YR$-F{ujYBEYGQkSk?WqNSC z=(=5un}*hT+^L_w9X2QsPR4u2GUP0~c{QRx$|-Y0mN%3cXGlF}Ca|{-%Eu8lCdHP& z<-`w_APZ=bT6?%0RPGQO?f+B$wDG`ou-h$Fo4Wq470PVG6E6{CaxOF@3r%iHJYQgg zDN2o?Bn6&Cxi?Z3=M7P>?mw(=HWo+Op*}C8i;-M-e_RHmekZA7@aSTN8etfV6HS^- z1hL6xlchbbt|ZN{2)&dmqK!Gfj4Wm7SaE?tC zjc;$><7T@UmcBNWBX2C|x*nb)yx5lxYkp{Ko@w(~(G-{ddx=)VO3k9js_s{m#}}FK zsWJ+*q|RSE!A#9dOvo43xz}U0L>G}6<-CNvI`+w|d|l2BIH3a)ys3fO4J<~3ONPeo z&q5t|z~r*5^1eZmzVZ8>YW6K`;H)D;Q@s>o+6jxfsA5^TUG%(_IUpK27@6w8ZxSta zg(xD4uR0}~N=T}2|D^nNGdql{fWAAE}DOrzXDBC&>_iK7>N zh#QO31)|tTO+}UC=glby3sA3yqv1Un&f}N7$e6Uze}zQFKjQGAc*=fY6pP4p2R4ut zml?ytu*vW{ISMNCMTdB`>ZTowKizh{*Thmvz|}G1dh9$KN>i*a)3o=8Bd^qT7mq>x zH$RG^()z0T&edhVNNkpQ{T<%YFr#T0AR%aod-FDjF~5>vdsg8^^vCz4Ra;b6*L~;( z4VCcrpz>s$@$!f(&J;dKqEA*Fq-UhmY$oi6CNPo5-{1_1l4@mCB(=MAHG4>N zbw|x*7k>U_qOOn5;Bk8QJ4A4r_oEBlT&&q~c%1vzDBW~1Xo*)DBI_KAaWu>~g4rbu z7b-Hvm_0QaOopZo;zM!Tq6!J$*5=m>KNhbrO^xeYjS9{iur{xQ$%1UW-x|%>HI4lE z=Dz;6R~d=u)~?BgU@o(Qy=DG=F?G05bafJ^-IpL8gz`;5eTK2Q`p367<#NqfuI{E( zz4WdOSmb;mfS)8zqN1Vk*W@tPtwALY4+2;_10}VyJwlB`p2y^ghe}2hl(KA{WS8kE z)2Eoisf^qgSev7p8}ldVTnL|;hGt|Sfw_swBDd|)@uY1M>PlJIj`Fy#*r#oZXxy|J ztv{i8`1S_Lb>UcoK?au~mk}13d~hwfcfJG>rDRg@!4R$ILpHr(Uy5JUX8`%Bi6 zmE97E96=rJ@wN{-3*$i_bk-2a5Cr^4M$A1VM z_rslORCAf=F7&d5gW@unw>JbYAK&?Pr6d6+T+>X`~0zBfNMmd2ZSn;lEzYW_nf&VB#1FkPRe z8e2hz>tZD|j;Kms=w&j>T#N|A!a8+ERo|E{=P-xknvY)R`;%$W zA!=FUQ%VS3A4}2@yfb)MPSj*nFcI&~xoRdgl%TyGmqF;6KN0JCAAT*{ig8Vo;p&7C z3h2a9Eac)f;_@8-ApxZfJ3j#P<4Q9_fl$-NPT zAD}o@@x&wNS+MJJVeAX@Eb=!*(QsYH9@52J_5}<5( zzBl#?d z$D|w;tc`ZTA0sZVo$AvoFArg-%@Yb&0u7<$nUQ-4eu@$8rDCo$Vack9!+8G9=PgC< zAva9>W<}_LRG*ILbw}y*iR!HFZ>cOX2@((V}Q*@KcTi*xWu}1zIo5p z`Oz4Jp;)^qaXW70JhR@wY_iB@_b7ua7*RiLCJiN=fS1^vF^+`F>=Om_4SW*2{CQQ<5 z_*ljPWpgIW)dq2uE1jT6%T!@HLCZ)byoWsFzqJej!lY&)v&#-A7rt_*&)^d+D`i_s zmv4!ck|pwL*se_S-*D^s3SN_v${h}+g=n*zoP!5`cAT>+r~P!p#ZXt#bAeDQS)R9d zEhOz3fPd0uH)}mnnivyj9yzOfqd6EYP^CRO-Yz+Kv%S`cUHa)QVBMWm*6{0y$*Nnx zc8}OZJrSbDz{2M661jr3%l%NgWv!Gi5?KnbC;Wd9~JImyL_JJ+y$%%`hyYRxxziKl0 zk>EI3L7WtEU&u0rIeOzE+9O60PTd3_{;JRJqMb@07?nc#z#`a6F5}Du4t*FwR%5leF>U`&5`3+feBrMx zo!Bh;SLkNI!NHj`j-EC-qC{e)=(N;9zoA6J1!w%-XW-Z!PwDkn1pi+b|KFoPF{x6g zeEoXki8cP&*O&W+M=yUD zMk2}oz0b4=BzaX|psQs8n3TKjwBUlaGh5@i3;{}RV5<)r?AORTF9ts2T9GQ4ZI`I~ zUti6FX1WRlG5_#zEOQHsx^dB9JO=CirB-SFjSxZ>4so36EHh|Ht^0X-vi3{g?kq|S zRfC3_1y_tmj~<-?ZAc+g_z{o$88)}mt}qY~a>>W0rwPvqQ{;$=lgtN#*uHdvC)@3o zjVfo**`6sfO>8*7~I0IE)W)?{67=Ug1`1srdjCwdn3Lg_U zjoJa<+TNbk6=*)Ed0dwKH)r~}VW&XsfiE<1&&|#0T3Ll}O%$$nM^NO>0;&=mNhM{w zuL5*vdi6?p0%Z!2p9!rR4;~oBJh*>Q8 z3r0>xcGG`!4K|bl5Z)Hp>wr>jB{g4V-*1m;HCOw&eleBT?aY15!z8KRVS5E=$?mg& zIi9oG*xRq!X&0-rk??z5)oK0OblC;67%`VU{MS(H&=8jA_3@`%Z8Wfi?U$J!O}QPM zFY4FHpnSk!(k%@B)^or=W96#wLDUndaYF9y?uoN-doE1PR2~;^AT8@%p6t{*?hrW% z&-dc!GD_^xmuR|k86CKw3>wvIcx^zs z#w6P0OyRWizc+%#clIkQe@WO~@{gYnQ%8pFry! z%ofm^O2Gb2BWWZFA+y8O8xI!ou7a zD~HQkfXw`6(qVT_Z4nH5>>cS5m^qog08G*q2XF!QVvTzHH)$9Yu9k?ay}3Gl^%|F> zFHM3O!;3ARiwO6o#zw@!!9lJC;3?U6I<$7)SioV(&ih%%jPbp$9D>KuXlowy>`=p!n!sO#74>p;~mkG)P)uVsgJ z<6rWEZMN1;@CzuUHibl0vI^Upfbh#mkl-_Eua(GMu+VB$(>n=_S}+OC7mTl{0A*~9 zYYUUjF)A0oYD%R*(Qhvaj|*>0P$n!^iCiDZ?lQM0hleY-pTKtLsIRT%5Ei~VE&Tq} z03DyvTpdvH_cc6-R#-sYC*n^N70Sk!}aU=r+a zGlT+Gnobvl#&Ts2fbW(Ij~xtx$<7asSD7d4$vk{{SUy%GcyKc3`E&O-srK&21_C?} zRpOfk*|%bm_w`zfSc#l<9`(mue~DHv7OnU)aApN8KoaK=V)n3mxONdL5?DPA3Ze7G zCdDj{40-sd$^{KYCUXm*CZtYJwzvD-w&=E^xL<7M%@sG^`CVkZi4EU%+;-T=+{EX{ zh}kWFgFStItXgeO7{1(BG_KW+&}6yb@xyM5q@>*3-`;&e&*w}!j;}bZ7RpT8o271Z zlv=H#j>JF!siXb#$M%Ye?h8c*9-rjgi)b2wp2r9y`{g!N*%ui*+Wt?U(d>(-7U2*P zB`&{vJ?<(}{B?-9LbNNP-u?+g9*jW8KT`GRGIwv?|L0ohucVaijvAHokCsa;}>3 zCfU;*^DpYTzrw@P-gyEgb2V3&@%{VQX9~t{^`WUuR6fHNCOv~NMqlh$(ZaFS@N4Ms zXQ^D!J_YWO{&>DZ zR`khJR8h(`fxWN-Hs z5YLzzv0~JLa!uZRwt~@YWne%VPGLTp{V2RC>jl7bQktF-C^od=W57NhT*`roZqp3s z+H&KHkLt_gS*e#F)nUB!rK&rkeDG{Cxnp|vbE9TU2(@S>0|q;qhU!zg-upc}KG+YU zaX)A|;noi0JKM7UOjEaq2gj)g3wJ7D5Thn-y!UyCnydUepgv7xH{vuNdqspsQ{8g~ z^NaZtVRLUh$7;#P7SDgpH>)wT($eYsBfc{((Tg5W8_(fAZ_UZ9ZF66!9iNwAySR%7 zggBEBhG$6Kbkun2EG?D(D5Z;aSH!ncev?ess`K&gNa1-?Wp$sRRYhf4!o+BW&0WhI zAAut-S05syUjUrF95w5zLp$?mM-~44x=l3aSC`Dy@Nt!%JPkd|K1(FtFM8n~jP>4_ zRU1{-lVVVpcygr!;~bEsPD`-`=Ls%?P=PRft;2nDk+nGfZW#1k5$Rp<<1zjz z#}njebUK8YJj&5xsozQ}W;Y!rlC=NUsLBuJp6KHQqUWPIjM}vEQtOh&8i|GiU%37r zuVXIw)MLsT*#|G>gS7#V``pg{Q3Kn7fIfeIvY^-jx&|e#zZv%XRc3F^?RzThWfft@mNe2El|)h090pkzL-OQH-L*%L1j{|6`$F zT->Li<4Wlc$8&=p%4a~X9?4grNWHZ`+h1ntN6J+r%9rAF!AQUF1*|V5 ze5+`YRokI750=sh#wGjAg7RodD!HT>5{4Gz=E>xAIq|Px`-|Ne>udy}^D3PXkI zO)Ww+7VU?m6N+nUYL@?rKaBe0ZsCW0-q$p&`dHQZaYZ$%?fxg|qE9dvEDzK<3|+1f zo-*Yr7k~(Pm}oOBwbjYq>LS@UM6u0S#W`oriM>W z$?R@y_yc5`30kN-acB6rhu&C;>EG<%aOVYMqfOEQM`N{nVH z%M-A_*f?Of2HiRNfE~nea%6va?Vu-anZ7h6Sv32J<($o-sF`D;@XFZFNt!yal9AaU4RDi_U8OvKb=Bz$^rF%zw)6J0DLP@j@Q zT0?^R;6ZL}%869hhmJ<6Xc{k&q}gZn5dBo5DFDoz^AnJQxWlvwu7ik1c)&eUG?_;P zPoEz4zh~mc+d8}gQ1zTB%L1fehK^*2@A&-?a*7VEysU(H&qzH;dSp25E%0#5l<9SF zECI7i6x^3HX;tTFRa$*vVtu2Dtl12cVFie1aCiKnLXf4Om)uqAS%UCWfIWNy0?_1S z7l4%x(jhbU{1@z05}Y6nvNQg}a_%%(d$zLv>)6p8wOnclND&;|z^l&I<8c|CF0|~#k3*bff-xi=G`$PlHZi4;Ci-i zKX{>5(JLb9Rsza|>7Rdm(B_A62JqnDKz-#57~LDc6{jm zzV*d}joUmtV&cLU>t&Q%eohPN5I#pJBV;au;^J&9ui`lTMBp+L@3cx(zst=`C z{rNQxh}-5f8!H{bjk|!!Hu6}`aWqv`RowuwAlKq#Z?V+L)^@b3qa%kS7l7F<5UDb{ zsR5w~kL5N$6TUP=V|7MGMuNvKSBmW3=4L?}x07Y!rSk$H44+-Xv>`>FM_s&kgaK|A zKAU-K;+D?Gr%*V=#4O}0j*;H2GQJhnScV3!DFM|oN z~aJ(`E92kHnr|Uh+GU+ml6R8E&=Zmc^Q+V69rCZhet!Vmy!bAGcKp!Iv@H zgm;Fu8u2G4!t*`j6G>O+@=m-H&C)l?#`HTNRwL6+n;#sHp08wIlYo9Xm z_I^UWLSQ2uqe8Gr5|iH2Uf01}9!!xr)_7>?Yd*^@EaDhno}Qj*?7E=lZj;A^b-+bm za9(|KGn!i>vbDi7*e5OVz}Gtf&}JK5aV^jBCU&4E;)a|2QKal#imX?9gi6CY80Jm4 zO3sUkirHyn&be;bl{sQuZoqGn5{{peg~+sVEl9&co$E=%x>ktW229bE@Uex zcNapWUkAc2_AS+fF;^}`X=b8ndDw05G;4{&_>M3?pD$}P&SkhNTpcKoDkE$Lc7#}@ zB3<9uK0!r7i0~V9V{7Mr4R201nTsuB?Fa2CwT`@M7=joPyArD?xB~TnfWun1{zO85 zl;*`7fM619(C**2F27gRMyP=W)>bm84&g$pNKsPP9H7Xe`vQXMbC+Y7Mi;+KKXB<8 zd1qlpLLILb9Vn&lLN$94Ixy%sX`1NuiuB4O#R*SI8?dkZ~pHa{n% zUg{0S3`b|E`dq%B{dBpZdoxXXHnSfSR|z6>lr8#tE=vpx)4+s&5s*q9XL5Au0&@)1 zVrAkeZQ|b1oFW$@Bk@v}P+0cYG|Mb{ZS=EzVxFx3Jp1#pO@yik{I%1$;yx@};j>;| zQ2cmZ6VK-|z$TUOh>|JuMJP&KBZ0O2 zo9CvXeO6;7ynDQ_ecv)+wdpaN%yW{oSkf>ZtG{syG5tiADto>SAwKZFlQ=M@+7w=h zA`=b_Mo?TT(H=qe#Uvgha#7}u^kNAO zjjy;@ebtc$AR=w&-wgf-c30-UJw=G@pCMw@yY0ucK!btrX7X*w z@=mF~@XmBm-@M}kKgToh3&R&Wi*~#M<;GhDirb8e?+uq{)?8utz5F*vuex~9!`riu zVb%!KhfJTCmi?J``r7-{C`tt}|08sBj&9ZL{DDYMJL5#yNc>cJGu)EE&oz-fc^4FU%sEa?N?4KhFbfDhdFE0(??R3ch`n7G)wtC>}{jY!z`F1Pj zS^2FLvKiU1vjT`c!RQ~JcqYK0RG0ANKbN6;8fky#;Dn7w-Z-dK_uT%YzI4E0{>M43 z!Ji30vA?59rGI*T#8Z12;Gc1sY6>(T3aQ6<`KWJACQ|(8944%g*+?JgLEr8RN|R&j zs+!ioYQvEizoZ6#5dPv_XMVD%mWB|IDJKblJj#xhVEwG3$4rC$Ae zD`3X=H zpK$Rm0nR(J)0g$J2gTO^kU+$e{Dbynh7ek9eSId7zwcZd-~wT2x#9Xbd2)yNT|REr z=?hv=J(SRTbaP1a2&n>u#eMd>$UP121Sr8k`uN_R2Mg!t*o=$ez7;8Kubm2f53E#t zqeM3j1`4w=IEdNIr?7#m*fR)(IA81pM}8t6_A`axj^5|M=Js=$^&u zRo37w1$tggaDi7fxwe;=i`+oe0JMbly<}>;lVmvU)2sDoU+|HdPZ!*#01pD1voA35 zGl3RiJX87RF5bXgZK1#_-84(mF;5~PE@)G6*)fr zO)cikCnnmXvki)mt`~&5ul4lxm*Mch<85e`Ow#+@V<1fnfuzV=lhJJ4*=>6+O^WS9YQP(9wNvx$6#d*F`V?-Ux3WCHZ_ z0_3(Mc45L=zYqlAq^_IQ!1S|rbQE=V<^XQeXcN}mWbr!cI0x?C@P+@37gnV!-v6x6 zZ(q9FhnnhV=rR%CTBME?6&aa6VOrP6#<_*gXT9``WtI*X-F&9<(H%G1TWI1GZ*V=P zC1SViN1pHVZh=XNi~j=7M(sNDd9(33u$Q_`$DgW!mlrTO?k1)P?|EEcDG>3x*Yh~e zj{b+)NbSeTC8!{Y7kh#Le<#p&>WE{!TRVdB?S>t0n?K*QjvJFK0s_PF;Sca<&^&ST z2U57%$GQ&A4)hml{wX$BAZBaNk4Y*9R1QvY2F2`dJD)BP^|p(1_!#bRXK;pTVF(PR z-L&S8oql)%VU3x+I@J++!z9MZc^*G)h&(oRmz2){S^c>jDXqr&1}7L^9Spb>%a;l@ zR^Ogdz4g3tuOR69338WneD}c&o-1o+;@LTAb{@9ZIM)RxJ<#V?{vbjQo#SKu{Gk5_ z>i1}RwWmNk5m8pgwOni-NT`Wk6Y!cpk}vNwx!?Oh;pXP%?B+(n%8IK|V<`d{ zf9kB(EFf(6@88!QNMxG=v23G#51=?FEYyUCKA}z>)+Zb}6I9P-GzG(MBcU>JxU0bn zw>u9l`NB3L8I{~rI`A#}+6E{8a9tl}`%;p|O%WoxY&>}TW2Uv9;Qmq2v)vrc!NJA# z1>F9xQ8rt%$1p|^s*INyK`}|auR(HbeD&=2Zhf3Dz zD>oeO+e@m+${3J0X@_g`U;7k>XD;pS1d=(pk5p<3tUXB<~=U!4tOh%c4%|wI%L*LhxrXS6gUljZ( zdH;0^dU0cWl;-P8o)c|WX&LqAK$cF&A|!IB%Q?PE9=g|j-x{3bNbA1=9M)*L+T#XS z?)%OzUy;pCANsGY`%O7*;xwOc^PqXr<~(1pQbp(8zWCzir0;P|^D3Lr^S(H9lL^0mQRqJRkH{O>V0)(I> zzhi3U1C@OK0d(NBBj`16dU_q=zgiy)Zd!iFP=ohR#PAdOCQK{*Cp8x;jG#Rm=77~* zomv-=6JTk}(4pe9mGQlhbn!$bFDO|z3SR<=2DG;LgkP691T7bjOVGrQ4wF~ag5 z`Zprh{gOVBHu-(e^Gn(>kFLFXF^Y?{G4a<+x;siCAwmSLWVMF(Q^v&R^8Y|ayUXFj z@u}uTN3_rF1x6U`HH9DVhb0-iyAiVcMuyc>oI}h zQW58%XbjH5mWEo=DeCzd=FE$GbrQz^!I-*a_n#MVi~bq1Zh>z;>V8A&Xz7L`R>5y* z&3FBhuykBP6n1(K&MQ9^zRgx4#I^qjOuD`|bIB9`E^FJ9wa+1~?ujW@>c4M${M3?Q zteK}Vne8yqKwx=eJ-}*3J3qtPu1|6SAT;@(=b^NIN7v^ue_>j;-^UgUqdooJ&R|X5 zsgF4yZok~XmB*;%Vu+aY+6Fp!No+6o`vHyz`$!nmD9xi~`ITd;=dV6P4DQe70qFZN zNb510&E#GlEo7pRAJeEY*p1l!!j?di!=ZIu_of??I8p`LqTy13M~H$?g1NSRAT{y4 z>wT>GoAvcTK}Mol&Z&)_wgEMe9k}afXr0*u{}*t&tCL~P5@WB%p3OHDB-pxOwb$|> z&t0)|UFF}iHpsfOStk-JYA;y{GcOVZ@ zNqsxeN{^H+l^qQLbj_7kj<}KDhQm?uFV5<_OT)w2yyh9LkBPEzIJy#)?slS&B0YlmNNWcVTTJ32iH_QnNd2X5ec=LS>M*EoBKurrYKYIGh zD{7J}G@P+qfw6ivl7*eFZ8nS9wp>?-O_aL^bx4bjGWmZ2(RI}y6YQ41NUo)~4OCB} zS9lDpp6-dQRc?xNxQ0MY_T~d1i%zxAhb0SGx9|LkzlkY{aEjHslEnsRc*y7TIp@$2xto93^9Q^HgExM#KB$m^RwN(W)Jyl_SjmRPfi$c_xBD~dsnru$<| zGp9Kd)!;Fp_8S_7!{(IwS-=A0GPP;xtVc{9kN%<5zxRM6kpB-rZ(Z&!-avwxQpkT> z*XnSYuUb)7=yd)SDzkdk&t^Q))gh3j93>B+Dww{Z%JfJe9t$B=V>4A+G>@C;OJ-~K0wrw9cTOZTlYVkwGua7;- zrAekEh~{k1h9)^#ck|y))_(Q=<)exktkmuW_k} zZ@H^jNHCLRv;0MAsm6rmRqoJ-QJ}HPy6urAcZM-np=|j5S0!uwRX6+jt{zzi{NA_C zOXMRM?q4*2_S|+h=MpEkZNLNd$?9c)6If`4B7git1CyEWNqEJ%q{R5#Be^*CyT05@ z@NQ`o{&$y8zDaOhS?#G@HQy51y9&`w!cW!}3Js7sbqc@=zSU4>?ROqY55Zr^S0rGd zbxm?u-dM}@xbb_&6BrZq40@Es?^j57Nc*ogD3|aCwVkmUS)Y4QGSw8pLo2AUWZu>wIr6$$7pApMpHG}-OuRa1 zL!DC2N3x^*7t1rJtuYL+T!CqQ;&7V)eN3lO0h~@vJ0U!oc1{`=sDAadimPIGgYAI_ zcz61h?FM~5`g1|A=Y7siqw}QN0k>W;TNCZCc6`uyu&n#jq%t69*r?&8UZZ2rHbnnU zgm)Ca9<$AkT5=;{FD$F11x>VB4HK2bkd|FgU@=+-pW%mfMFbx+4s+oryQRD)m%g8j z^da|H_20yOdUQkMLg}%{C(NYnU28FmT>SF9qqhU~TO112-|Sw0+2pK$loPYX5!G)> zV*mv73FN8ikT7AyVuQmyeb z0WQU zW}3a={CGA}$y%kUrOJaM#818BpVQSPeR5m%H)(R1`0;aZBFgAdS+*_n--g=#DRbp1 zv%?sbITvI|xzG}z6&lcMuHb`F1oYg9tF{4+GKu=*~R{Qcu`rj^{~GLPqwL(7as zSWMlt+ri5@5_5&R_~p75l`%B0Q;OmBDm^@i{j<1hQq6Y#u3b`YNHyLsFz_Jm->!_3wOo7E60` z_K3$4ntEGIuZ|mb56v3ofy3pOXh!u5(j+MZ{f+Rl5N3^ zwCI4n3TW*)Xjd0&KXC+oBUfEz3UG(;<34M%#c!TCLi(3C3%`0OeoJO~c4)nVy%Ku;G4ynOb`+@3Ks&}(ch^JONEsl@lm4D0dVZ5{j8A!bv z0X7%!q2$d&qd^==xdkKST$lb<@(3fiy{qNHg-Ms;Z|cn@ zpd+g$l^cI-C3YdLGF2!{l{67wpjrD-R@*ipTEA~CJa9{%>5+s5apovhilKkB)8v+m z^p*lfb$~FzywHOd!$LmiR{LqqR{z|d2-bLdWNW6Q4uoG(QZD;nAip^bSYwfT6)m?D z72vZAfT#@a^LkuAN(=sPp7L%efuKCgnq{Czs_L;slr5^l?*Yv9pxR%G*1?NIE!O*a z;UQ}dwEX-Wm^ZkI)fS&~l)vQ9#-lXDMS>%ocau$;dKVXmXHGwg(P+}c<_rMH`zs_3 zgLfb9-l?CiBL-^)n(t?HwCQ$cGe#xcMQtA$sZ%QPztb`3>qp$fC#7K@md zmh;YPYCm5jHxpp0M7)x(F-_S072ezSyW}<)<2`jMmxX#Mt%A1^QrY$#p=8aK$|20K zzoa+oV_`=;v%Y+zvyCw;(VY(Pj9PY0$63t~IPu0H1c?5e_P13uc=0}`ZXUckzO=oK zQKcRVUS?bdK}t2p#{gbw4>U`K59{AK?8=gKcLL+l#YF#DD|tfA5jwtQ?$QuPa8IJZ zab12@)@%LgpLHUaXUuKXvTg0^RX8WpZz+?x4C@CD+OcY@7xj5|S zPynGfznK~1xTfwpy7TUAdpLD#8fqny2k^|}xt$oDl48N%+vo}>7X!nsn;Zbn=SBZt zjSR>OpHpa2uYdt>?c@{?7YAiI{T3D`3SxP+Zq+~M=vYrho(qv!~S(;fJTP$#084 zUEujZ{y)0jGN9^z+x7+&NfD4xQV;}bkd{zFlrHH;y1PS3MZh2hq?D4*MYnV#A>G}n z)HBzA?{n@x_c`~4FZ2bn)-S$uj`kl8z>>gzibK;9cJUvR4MfPBlz)0x^ltTp_@9Vh0|b>-^%v;qRdZ1;0HCNVz_y+CgHk zL03!#MQe4cnhz;?0w|ph0wzU&Ez7CbSMUrc@;jgbBP?4~04WOd|5EFI$@&dnu);t? z^FL-TJlgKn=7?W?{7IU6%#$_SEjAJ@m+FY|uJPhW@fN`m2)P9Q(~^8GVtH|l=5oX4 z*c-mX(s!yIZbxp(@OyTbel@)++!+tZ^idJnioQ)kg`&JcCRt|E88t^DjQtL&*&J?; zKkC`a{^0^yGFj>cR6q?hqLQIo4u>ad0->;ck+Ch3u_P1A_WjIZm7mf7JKGAasSf}7ozAG|TViR5YpHqT*u$EMZ+%41UlonjhoZL5TVlm;K45VR`%~S!1rwk9s!EgqqQN1p0m@_Q~M2Sm$Mi~r8m`) zJ%+L^NEr1DA9T00Oh;|!SwY_kr|7mO7)KZkCoCaS9P|t*UYnfP6~BDQT5eyWG`KYp zns{;BD25$_@OGv9qhAyEzr?WWyX*US3mH{d&k?d=b$Cuh1!3=%+8s|-JH!;Wr=!lo zgdIU#I58Bp3vZTL0C!K96YRc{qlkbV0pbf#&5o(y5El=|Z3NDf%Lf-7n`m}K%5!q~ z>>(p*GKf^w+L7s;hESc>8{gUZm6c0c=bp}@vuU$0KesH-$5H5EQKQ!Rp|F36hkBTO z!O)@X?D=3%LTI8e1}C!`n!@M%HtWN$J4a8JPHKHA2V^cKy7!6ug*l1#g2hl>KL3P5 z3#UAs%rpz7w6GtA1M-R5Cg`Oa@6a0x6;#KV{>H?_oMlrZd;I+91b8`4xH)7g139C-vD=qV;^tSSLIw@~vcef~l@H6_<%xKbmy~1BiYQ@Vlwl{A;XQ$2h3P=aK~7M@ zsM6eWdc`jP;0Mg7x?u0@pK6S`V!;X@z#%`PXE2>z<9A)3ccI|IEHASZzVdzh783Og_;bk3U z)cVe0oFrO0=-(JuBBnCJ-q7}@EGrWeHZpd?M4BQs-;|G!Z<;+7*T~W#7v#^__*5n_luAs;?D!Kql}k`@wD;Zv}-?a;$2#k z^ZGB$HWub7T~sD8OjRA}Tj|>u8h(!^uGk+K6LI~% zin0W|F7}jov#L)^xvwzQM5gUDu3Gj32mC(>JY-F9K9}6pcoI zR#sHZC>KeB0pp~sZY^{hB_k&Nm1>-Ic`o0@bUIrJ2UM*-4w=zHb*$2rRAqvbrClNI zJ=TyJmRckMfXD&vyk4c2FPg+OW zuM^Q`_RKo?j4a_g;SCAZ;_cL9SovKMO;}QkNOTu3g=UP@Jq}jWF*?vbJ7Y~F2)H@C1X=#2f~G`Ul3TCpkNDsOZRp+_CQ6*f^mrMfxZ z*?QMCNzh@|Y-=UfOF`mQ+&_I(G3$NTj>e5s6F2;dsLJ0H1`-p+=J+2Rzq-gUP1fwU zvwjVUi#l`+{QgeVmEt4Osgfp1nrc(NF$O;_MV!&&t%Ww75_ZoHLUX%muDptDJ<4Od zlQ$W1RvH#8)$+!^|AfqiT0itX|Mk0s---Es>_+U~;%r|JnrT%#NROyOcTXQ0jpkmk z?`}+DMO^zU{;~$~5S4CjR#d2*-L*^Y>rkwQfWTf&-Q;iepZM2ty8iVOS;QNg|K4`v zFt)m9bi1^$bE*h0*1>Z?+(HV}3dc>LF8$S3cI>g$UM;Z%M&DfW|B&j! zHQiLGYyZZrEPO}lc=r9tM2@8WmQob*z`fzKhk-}y_}7{LaI0&)rlsy=V$wyX#BP@t zpue%YF}Z}-f!C*hb~d8AQvPnvS1;i1s>AI1*8`&d?2(7}$q5pbcf>z(xGn1JlNUEG zzx1pOGds-fkD>V7vcQfip9$TG-MU?QTM`w;@YY0|W-V4*#9mc9f?owCtFYwS`~tzz zh8@KzJvw^)wv}!XTHj!*#S9)c)3y8iz-1waG-T-BD!h7&ESk!{C$JVCt37d0zzAcS zw3gk!7ejXLFk9hui#9_}YQFx8OzrpYraH4*{J!T!hSoEC3!!?Y*Ne#cP#l6+tWC@? zx%KI{mS|@!7Y1{sF3#Of~T zWwjFC)I(=|N-A_4LuJBI=IcTmwL^?;_m{H7;g8M_`%7zG#*2kyFiftPC|LQ@HD5*i zbGvd0?QA7(#TJ2_tat2C(G1{DcNNuFpt7CZnhs>=OvP9|qf)KFSu|B6V0JQiNAxUG zByf9MSi<}2n!-v(WY~gD){~NqsRRlNE%j{cq6PBSA0>ka#B|+HAqyulDG5TA@E8~} zCq*b|0^NW9F9Kn%R{#5;1U}@f%1ez$?vWcnD`xZwPAOlgRHFoJH`J&Wq&g_L<;V+0 zH$FOVkj$TKN_NlFKd-TGbf$h8KS*)tV3l05)Kke)EMoeB1S#sXN5_3@zB<-x-8n1R z1I?Y(&iQOV>t(UOCaLYT<6kNms&|5aV2~>_NrvFm=J)&1wMQSE_h<`-fH5QMk**iCW*0plB=(AX0?OBD?=cMm0Y$!$KmFXvi#flVy2-*9w|l~G66 zX|Fv<;Gf}Di<8x&lEKkIKJ#SWy0uw25I|u+O^H;6--U{gYGRyf94LdvNn7`aM9FC- z-gKeA)CPy{!9C9bqt$fW1Lo$R!PNl*pDWZ@Ew*m6|Ld_fo5TrkZ2`@G-;|Mk^ys9a zov$m^-*_9IgxAyGz2+ECoGFqsKYt11-#GL{zI4CA3ELn)XXGB?I#osEInFgUlJoXk z^$C8-tG5=~CVTTxkzI4ut$MPy91|wR`tMPnEaON2D&|-^I^vI(ebhsg z(!*JWo^7*oVaFWXOXIoa&wO9)ZJv@1J)5dY zuE2Uygmz4#j~EYy+eO6ldUWJ1!UDa3;}M%L?sxjva2u1M%r41*7f<<9AB~4SnTYas zFD_z~OE62^ty2JdV9J0wSIJ{|rZht>mwKig?snZG|CvDSFtn>t|4t;oQV;Q`$5K*p zZOx&dqSoWJ2rtQiADiT2VzN6EuVkv&b0Oz;=jy=;a!}D5zG|J-)H)q$NM3%-Mkxe9 z=kD*XzCF5?j_CB#QSIH^FbsY5G0d%*6J{!t-V{AulsTlW4a=8s9K}n{EfZ3K!^pX) zC{(lb&c_lnank*kQa!JO2R@ulH@1T8Pf#2&fE_JVH(@@9Kucn@=xH}T;8lml)B?9sH z1(+3X@gJ_DR#Q!-G9~h9@k@$eqnsVCeNNq;gvdP;%QPeSatgMe*%Lj;6$lGEp>?mc z`19t@$ODvKSKe`7&xd0*XLL72&^J9QtqskH9Dk*RCJ1|u^pFQ7e3q&5A)mYbfY$b4 znP|gieKbHkd0LUrhAGddiA7^Adp(l_=f4pg#Px2mQ1y(VHK_1d&r27$=07{z4`y-X z%4u@{m`zF#O2|%d+xl=LWAW4KDc#tLL9CPOP;fA<>6&uOl@sQk*Re8>jh@}oDrU8w z@Ld0yjr=)&Q=-w0m#!530LdU@M*#$Rb<_+9=<^T^!=kv-ZHfqezW2gjc~Os_l`;3J zWG+3MGqnslJmK|zu@pVaKBs)INh)lXAr|F~0Pc%!}Co3Hc;75mo3 zTz~&$Ya)cb{`}Kbt?QQ7*4`T1|v9!K`)S(fx zkq7V!cRH!`cZMdxBT4@$gEv&4mNCwKkAo6i1Y35d!d6>l@GE>UQh1_rX|UDR`Ekjv zhq#?}9$M4--S7uVtQ8Ev{FvWRK2-U<0NQ(4VTBtorH{h@7dbndJ^6lNtGEOd*t?VY zmIR2$zxTI(8uSkiSW|L##oV`qQ)BzC7SCI`yf1~0&Tn+vj^R9Eex2MtgE|XP)BxDd z`T6-%Ak^1)Ka(P+l`CcsUCCVuzzomfh9O1G-qHvOt;&Bu8 z>rucz0T%6A|E(Y?HBruPrOm0;ceWP$GF4EnP#J)O(F4Se<2~b+T#dJ@^fD>64hQiQ zdCXBE&D9rlr?)*KhEciiD`O~P?s37C0+Dr4CKW6Z$oGTfXG)Aoac(I#u`OPhJO|)_ zaZSfV$7#}>6+$YA_)o;QF9iZuTf+#dJ#aq6op$q%yv%8^Sj8XXwKU)BQ(u%Ls8qtR zU+qtg<9DFl+!~72w0p5OG_)YGl$IYp3>|;^vk*g+MDJ-gY%8&G7 z8x%AGbu3W7@kQ0w`&G@*4Gav#kB7qx)9O&O`tO(x;H2@N*(rvZyhj94z^_>E_(ANE zlVX@rXHyTEvsVwPO^$}|oT;wH9V4~8XNR9eKRW*@wy2H%!F)(S@I(x4bD|blfufxe zR?N&f6+ZI;Id8|=EI8VI}NDfm|gI~IAG<9}xy4}(U z)uDTF&s3tyKM0?w#rl6$AU<}?c55IszZZ&yy$g~x#`c?ZCa}pNDnEr2AQZC&0{*6I zUXZfKk1$_cq!w04&Bs5=C}u0ax!&xsdv9!n`@I8Elk$=@X(52?uVhk}cKCE!dJk^7 z!)u=5{gxtX9TlFYGRU2p;SZLu_c!kyo=8qO7A`&!*c*P>JXUw)_mrBvYa?&i(tO$) z=S;6QB}W4_l8k3=wy)gbK0hAW^@;Ugj%WQr91w#70U&ozR~$L&^!)H>l&~gmPW%gR zp;b|-6fUqo(B^qZ`yw->^NkhXMp_zvwJ9rx@7tBWgpnWT7pb6DRJBFUas9E<7$+mt z(5Z{Z4GIvp29s`UI?2DgvY2ku>nJcsOcG9L|H4Lb*@|rKvOqbW zwPj-3wogyqym?~}G3Ubt`qX6M!EI(5>ml;CAL;OE_CtW*@}2mH!f`58`|s?56Io*0 ze9dB%I&*DaNm6?PzQ-ClEeE9ht6`cYB!3y3-!l}J2WLP4*@T&H9+TMFttS*c^LtTM za^(Cs{}PQXT|T}gwrE07nRK0yknjzhqeh@bQ|v-b6NDpzOsuwdacPZ&$d#OG&~1bk zfIySgaJupI)=d!FJA;sX6@OOVBVELwh9#*xUsQh%w_3ezOlIRHDe}9pxifLHQ=f4p zt*>vpRRVJf>60t8SHi^3<;8C@w#ej*m1unaL{_=8IOTKanvIO_26@eQ;T zp3=zO{ihqgQ)L-TQ4^u>is3M4^2NyJUy4K>S++X$v-v(hTcHa3lJ5~aGPt;lDUt7Z zonD)!DL)-5rr-2D3bdILd@kfe1`~Myu5WJ@J)zv{HEu&Oe%AbZM$|3YAO8;z%4E3> zdAaS>JJ8m@Y3!`5gn-G9R&=93_1f{~cmUWL4FFTF^x+o^)e+Mz*3T0TdsNZnUg>*R z0q=5>i=&?H*NtvwC|_RT$aOt?t>08+3?G@AdhBEsuR32h=Jsrov8QZ4ouBXtlgR+XT{)*`=)3;Ok(i=9&LmGb`6<8l9(TH z%vlcq7k$HL;En~<%uV^OSvuX(qb~Vt0o4jd{bjD4VXTvhcZgn@Z)sN&{^e+{`KicM z>5b!Z@Oz}-7IP5V9;B!`_ZzhAOxXSYxt$kb@4k|xBkW7F|4AJW1p?$l;F4cM4)09< zDh{nVpTfiv36L(DK?>v|^r#Y-;>Jf03PeNv{)bV3dyQ>UCq3}7=}~rXMdjn)Mn)^r zh1}d~?5+o<;#M=M%^63XO+kjE>5n(7U4n`Yo;H_z3X4szg(0>c#yWA5%JQ9Rp-C53aGIOaMnp3exe7hh_H%50hgH=J1c=Z_+r8ira#v-9;(Dt zr{1_O{dcyZ0I4jkEPQ^f@FY}dJNjA!GOGjr#0h)xQczM75EBQ%bR-R;l6QRtHTdqs zUv6v-36OVGI<55QYCdv?{P3Qwhwa}|x_=9r+?WDhcXoRl4~`q|>b!?3>D!uuBc&|* zb%~!fVB`@3io78tR|5o(j&|+Z+}c{lglfLd-4`!{S!#wCXmN^(CKT_{ zmM7KrbwPpxN1ZV`(TVq^s;#I^y)_etG0UXv!r7PTlX650o{tzB3|){iMX16EN(!S! zKSz0iHXjgrTxG|tTN9D(YeRF~j&#;mceDg4G4TAGy>`T+Ep;mKn`AdoOk*Kw${3ul zI(iR|;_j|n=EJO=A&~`&=FZIe2M?cHK~@ol{V?qx+QT@DG8E;1=8JgN;b%-*rHnW5 zC?II}*|)RPY@9f%`@%2oA?u+om&J8sBu?B&u$LG&kg4YY!43QI*^`Xqaau?38>fD% zxB+G)5XLr{=zQ=X?MmleoJp4l6R)WW`oyzvgDY2sEONf!=+6G>C;9?=UMIAUzj5g( zM0+=elBvoTbcOW+*#QW;3E9=#`b7DAJ_}pXq z#|`i{OaTnQXDq+n%55t3n2rY&n&@afk!DAnEOn(=Pa%`Czf)AEm^_Oi^QQ_P|2i|J{ef4v5lHx3CJzbJo`}MCbHV zl>u=8V}cX|L=Q;9Hj2q+Yl?hU*gsUo9os+O5`8xLGyL3+xs1%!?qt3}A^s-^B~2ju zb^l>{>4k%z5tIqb?$zp?Fu*Rg{I&jlVGY8u5J!dKp|A8@G@7U^Q@m&FzMldxNbcaDClo|lBfTH7vX{~Rf08v5yks-m&R?t6deEY z4Mb1!G)o@nwjpDlQ(&&2C?QtzS@EZ>DKVp>f7|WBg^X#1#>^#b7$XgpNh#f_U&aN? z(Be`IaV=-53rZsQL+x7MDdND|SX|au#P6z7%yhe$Cv$7vs0U<^Q17y?>4o${b^xVu@( z?Phx4-h=n!@<_vQma3eh;s=X(LMizqL39{CZp%M_tj{wr-T&9{vA}Mo?yj$h7-rYM zOj${-9pwLQ%EGYvPV775)}xB3lwqZ|y-64Ct@Ec(*_>MF$zkyl+#$#i_FB2EQTG@; zxgTnU(#Ea~*msQite-3%#y_v}jvv(&5Nt}-*XOUf`l^ZBMj-Y|90lRLrkwAUsrI9i zp5sqK(q&RSbiTfJQ&p`lfAs>noWN7mjdgF>(oBNqa+Oo)>!Y86@6;HQzX!e%7DJr@ z-sH~=#K%j5uQSr-n^?c!>@!Y1}!)Zp}?T zqo=%36re?vGj1Mlmc}i=*V>vt*;>#PoG-V*`1)W=vy#6#UxfkhT#t9fc5Ig&agH<7 z*YVcsRG?@#Ssy$sOOTPKlg)(H$pk#QmFCmLfPPh{euab;t4sMfu8{fyZXLE z;}{-sq5Tz)wUEasd~4rguX$=|%$eHQb70u0Rx5aI#K89zP8K{;$D3#PeL#qhCJOnDw+wiY^7jP5QNMo{*9+{F_Il+uPO z+4z+iQGiRWM(zQ-YOYlgd=Q)NUTd@Uo6&tU>)}0^vwkLdLS`(bo0tCVt_ZHg@(aME zDnmrDv&-z3M`REObTOmEjsy2zWVVgrEh*Io(s=REaZwp^Vv(p+E07a59qcLd6&(M( zIpn#)^b+ojo&-Cwy~Gg_u{7`&{zUs#S5xHtUXe$*)jU~_diItpux#V`9mALkAQnFjJ z!q=M4X7JJF8;(Y3;?qVdlil745A@W5;1SLlv}42t-A{Z>ro8_2a`x$LeKgl{rUN^m zE#Jc>{GL5Bzu-|DokYn^DQM4EAQyzq?w5$*U!|o*R?fQf0X9r(>AmqJn5+hNB7M%1)#}otO=`zz?rM zI_ELwM+R8QunB?lqh0BtpD!l-9E8=aZ7l*)z1`FF*m;jJG!0=mt1&YYY=&p0f%g;w9( z{BBFwm$ahx#P}g8^2JyUg0}MK^u24rm%u13Gl?j5sUR-uW)w$S$ELiP>Bu1ahZ9H@ zJQQMV=8~J2jEvCy#XR!(%%;Z;+RVcq<1@x0@sGWIM!L@2X;&JrFwezsU$A%5O3nf} z1@N)7Q~50#iRsVTC?7H`&LGcY7eZzZ>LK!uLc8l&*E29)`sHyxcKkabm3w~> zX6$1wTb-;SYT43mSTro+`Sh=!?-#8d&}XTbasF}-Z9M;?uq$4uN*bsJpSpD}@@ z+2Lafs<0$lvekF`WWSwA^Vw}nYc>5QYgA#;oW(eztUxUfx9oVWshQxY9zFE$5nu1- z(PSm1nl!!HfoHB}l8=G}rXhjeLmZ9ub1a%}RCF)DE3c5QD#a8jvZ%e5Oh}0WOxy^B zf-<$)g$KU&P8`XXdeSYSx>uwOE_DB9D$$UGhI|<_#;HlJL`sUI32!9qdPoo~Yv%6$ zWZyH4(VRHl@WjWD6R?Rg52 zTaJcrXuLK%<{*7b%I-+Y9_=t7MHWFmGSXja+3|vs*TvH86r=q31!J1uMYQ(Cp^{RK z{LA0e{{~ELFK&b784HC$HtwEg1GK<% z+`WPW=0%iy`AS-9Zr4SjhKg`~)+wEir{E8%m-_0sHkAI#dJ&agxegAYQ>F23$Mh5e zmRbeCXoKIzDaAC=ku|+ElFH$xXwH(<3tIGBSIs;qYmdf{+8%12vOttk{3}!(n(pae zAs^$){}3W)5D$-?m5m{V;=1tr7MSTCaM62nKU|6aAu4}6AfMK>gRmu62VK`Z%kaB0 z7R<8}JFK+peKXqTl?bI46%O!gUvc7_#qEq%$y%5P1Ptk3*8)yf0A+a1IllG>zSuV$ zVw+2FwvJFdigGDZ(@KRjG9;%&Moz59zSXEwb^S$!In0cOMa4tSH~Rw3t;dV@eFh3$|$v9wfgX*d8_cr-eu?lr+V_ z?&9s^Q;$*NKvC8W<%|!vsRCQ)o2Kl?a&Ys^i4Ko!6uH!UO$LuPD56?f^bNl#-^4~A zhJ9}N>d5x1^HaBW4p#eAtrn}b<*@&Kbl;=(7qbk3?(|5Bu)DK^T!F*ofL_PLfH6{e z?Bz9WD|)u6NAC}u6t(a3bM>mu(=)8yzD-c!LeAjQvNL0+RlvB4ezrYjI9fZwJo+0s zj@moBwX5+oZT~1}sGXpYO`oc~U^Kcx0rMk0k_w6o3Yja4E8F67O@yz?q3~tex7ho= zli1gK)L*Dn9_8tyO^BhtGLhjA2at;ZSxtU$LvS%gm1w@w}G4BMdp9U$Me_6TYLH9)} z!|euRBUyW$k&vg&{?DgqLln~_rS4bRF?@1)A%|*Gqu<{TQ(`mOpe@) z;hOslO$^@XKC-yEn_Gr6nH8yJ1@3z+Q?b#{0#1`23!IkNOop0m7iO#R$eci((}y&d z(Y6J)(ZzLEtseS^4`N5ZtDK)qvZuiId@qS%JKOxgw>*CEtTdNoBW2;0jG;eCQs(&5xzVi^yCXCfB)C0WOURTw1UQxkRk z(c}A2(C_kdQMKjY)k5tec6fHd6`w%4@Ur#%h_C5c#2XQo_hzH^e~tJlrv2DuIuUew zHKFZmj|i$A?nmDLrY0g6M&g~2A-BQ8?+G)Le-bOk-&J{J+SIil91$`xueKFtSIH(GjUO`9tvX~Db)El%6B;LS%^`s|ek5DF zV!oISreG7uoAedVmjbur@+X@@S07@NxS72B+izvs203Pves97~vidVy8%$qWt}h=p zQG$`0?1MKI5F(_Tu+V^NPjUD#*V+HQhavw_$EIdRTMqzJNOLI|9l3`8(aA} zw>Yh=?okDjcUD~|a-6rF8k3;J@N1cn450Q}mM^zDFEZAdmh@V9z&>%Zfs?6pKehjr zuiD2zKLy(LikaE{=99#+r&v^MGd|atF)%dF?hPcn*4Ds29GQ@Ouj$}nm&x;m9 z6Gf&J>He;rK5bJFS@xSy?f5bx0oRoc`Ss{!=XN1|)Z3>+#cWK>HEKC1z0-JYue*XD z4y{KYH_XPEII^Cmzk1IQaD!%To?dUndHs59!B6qI&BW}sFj2?rABRlO`A7?uv8v_m zo(|=hs8N*z9>9zwAmW)eijPli^4CZS5?VIaPl=yE`pmH|*L7dXsV$Dumv@Jc589(2 zB5L_Z+=!OQ*4F;drM9_NS?A;e{R7%>>UJ&E{017S%8gJf@Z+uCdRb(o>9q@A zf6qT(fBT*ljZj$IFR9>SHW++xfZiZY>MRzkc?LGQG`kDJRkaCH-kijQ*84~2RjC2N z_vTu#^wcWMZ5gXJKmIX@%J5S`RHBWH6mI+`j<_cB8WblMA;?i^7f|ygt7PpK`~T5V z$_P@jFwF@xk4wGzEVWcaf70N30u-z0RD=EOgj8_vbkr94dJ01U+M-$acT7XR#s1O~ ztzuZo@!2!F#8c9_8SiUg72=b-7VF&hVd@8y4u8Ve*D%JD?Y_qf&vI;x%b$e?9u@)j z04S<1>PBU}W=9sxkx@%IByQqAq=VciI$L#|wyZ68X82^6j=3K;XUJ0`6`yl5*Xj>6qf0vF{{xXH(P+ zcUq+~=6jdz6N@%RXg0ezq2jn^sm&ir(Lt}5OSHE0X2hy2RIlbb!HkccI|YiXZgs=j zL0|FSDu6C-i{vY3l>aY*M1F9Fj&Ux${}0E6Yb_ zHP`?mVp9L1H{!FNHQA6RuFP_Jwy~qcT3@K7PrJ9N*}M?NjIq+851M(IwSX;L3mfFE zD%+F>H!E?jr~?$6V_MApD@TNw-uSOs&9)DCK~|ata91%yak(?=RWyR~F@c~pzjGwj z-3&)^q0mgH^jG1yq9ey!6z7@(0*z~7hJ}7-HX09aE|9?oU`I~98clT7sH?+)cctO# zg=$O_=#c(NYQ0`ETPz_6=*hIR(k#O7+y1EStfYjQyi06!sbhJHe{c}6@!p~^TlJy% zR4wS`vYL%}$#{WmyfHFWj5tK?<;J99m`*gB4W<&s{*t!*p3$9EIxR=D=6Y;vODI=w zA{gh^LM!z7Ue$j(m0-2bbEaShiR~Tv=eMSVmUHn@ z5!Q=SpDUO1KYcgpgjhEQOA|?{p0yZX)VsMSykWD%wN$#XjaL~vYZwLdMlp<=&y;6P z^vX9zhp3bet<)3Z12;%*1s{cdsw~%AV*}gYjs#e+195S+A!G-;(pja8Tr87d0 z50ZCHesKX#O%e|>w767I*!m?lEOF+a&ex`}Oqkr-{+>NaYt{$W@UDrpgQ===mSW9DWHp59deF9}(Y&X(hu{l`1b#Hj%o_xBbb!mGj-J=U)N_287S zc%=Bj)u6`H_3iJTzQ;R|!3t_`7E8a)VYfnjezZeLc6_6(jF9pNX=8}o zxvcTu8)b~)w6?BUFPTnC^s}pZJ?C~pPd&LJ&(e!o*giiH8!8g7%5Y3SYs=TW=8`a? zI5zG;V?MezlxpwnKiI`A^)&!rOal#GsO{-+i$Xxf%(0H-FubpCUK29RQ#BZ$OEA~T zzt>6XGIwP6>+rR}^D3`fhT@{)=dZ8TSZfzh>G&q1y)~bA)Vz!8%uWd}YS!Wcwo}SYtfyn7_wg${aM-ogvyI|9 z^Ip9@GüpX|$KbO`kF_bEtDCLJ`()ecFcM~em4mbsxnp#^_G-Ivc7E=1LQp}cQ z_4gj{(=gFnQ;Rl<+#^DEcGZ@Wr>;);)h^6U!IA#kd&W<`zZvSMv0uG`&y>*q0wSSn-px>o8BMS^;RFJdcXq?WsA0?6y+x|vFycQ6!U>Iwky-v|LF7XTP8 z9t?mH7S-XdGE791WxbUFp)m1q-A5=a~`K?p+3h* z6%Q8kI$?`7OPvkxEa^wo$GV>6>jbqNtjz8Ix~`YWq;m&)w1dGjpb*?+pe)q*z@W4j zSABrZn^@Cjq6>*x&RJ@KD|@a^024~^XmAq#1(IHY_y1o zeUb=|E_(d!-Xy8h*z}L~=ltwe)8^MEzVQ5+A%wPHVi{ST1Vy=MdbB8x&i&7{A?XEG0g-J3p&RN)-|MP}EWP$*OZ< zaY+EutCg)I5E7vSkO>>y=^RcW0k|f*wj#VyE|9Ml`qxCL=(0su=w0Z7OPTqm{tvF* zBaTQC(KH3wMY?e4=TP%VuoV;#@_$g*!Cm)~e6{W*jmnJh-NFstML zUAss3Rp3k?h0lX4%9fp7G#wnOrxi1fyO~UyguU(=YxQIx@tr$+vG)2uMJxjHKi z*VTHs8!bs%&%&h}pW3uL+vrx}Gx#3nYA0s8Jt7r~hU{UF8tVB4!=-uLSUB*2OCX(A zASFfzuLhnG@$s?!pLJ%sDFkZB$xJ|WxW_AY92yC|{e7-8+96oDf}*aj?z}$yqBqU` zVUm1gPv%bQM(#BYFri`il}T64O$E~ziE`ZG#L^lnH~t;lR((?@{^f40^BFId+gk80 zmcGNT*+d~~jjOev;jYwFEx55~=QfTiCq|zSW$;jBKS%*J74su2(oqasnVXP%hLft{ zafaloQ-ezaAS6g2*F&jAE&#mW1Oy3z`mX46dgd%K!mR7E-PzT#ZxE|XU3*y;PIMH4 z*O|j_u+8{hJ82C|IrP1Zt8I~q-9@OFZ8O1|yZfGN%DyZ}VOXKczeEXUsznf8x;YtC zXiuX$ViJ;?i&Iphl-6Y>;!Z>msX4($J~Gaz<6}MjgSEoNSr_N8l`}-=12wg^8^mon=@mur z%51Lc3@UUq5I)RWz=*5#yLbyJX7Y24NL)c5cySv)}LC@|ix>|TtLZPr* zs7de_w<2sbn?)Jy>e`4ulaP{1SN<-&I$A(2=(-uVyuhYkM*%U+tu-D8{HF=9EnW*! z?iw1NxO;l;^TN-1ru-@Ofwm(o!d#eD4lO-*qQ5i5r{9$K;f@|2<6yJ`w6X2HoZQ-Ae+V*US0!)x|;|4)bR>78LT*a)OmYBwX&>WTf= zayaYtc!^oU@yk+kC0q*r50RX;Suj6026lygikFra4K~SO-ntd?`LjyZ2@Oj#D>NbW z_!#WaoI#>ciW#N;@ZJH3+|0AP4b|*I5>QU_pN&qo0FYXknk?>hC6c1pF!wofj@!B2 zNqdK}nh!DoQ}gv_O4(dD)UwFAKWGYpftI+&vfDtox=uv`;aXF?OCJwW( z0aDKC-wxe5$k;|YbTKT{3-lxxeufLAcxmpQ2*E}veuw$%UwCc480nXKulCct;#s$Z zwahFSiL^U!BV?L#ZCq#~0z0#pg-0Ciw)%7 zYH?FQh_oOrg;d8c5e@RqEo=+IBAzWC-VOb`r0)OoXO7JrzX1w`=;d>*b7GY6m(5^&PEWy=%!h-klTohPip-xD0FX|Fq}s1s)=@PgDvGVE%hxcG?h#5^0N|?J}P|`3u6yC98<6XZov|0UzBjh1jhGU1z`D3<~RV z3TTz;(H8SsxWWDdvV;I?RbO6yWI zSgz{VH!?z^k|EnM%&F++RA%|B5VixVIAWH`4(|J-UgJ87quq&h(F9`Svf?Di;wK){ z-2Mv{KO+0mAhpaDiCcVL+MvYUXvH3DrT}HnwlVDV5`zpEhnbWV;d^$oZ|RJd+c-oQ z{8B$c4%Ba_SRBus!eR;hHitNo#piRXsuwl)}KwQ~VR_w!gXbQ1{toS*&BS)QfJ zWGg%gah?osh}d-EsM(QA?5~5rE2codJ_7LCMxeT@KVyYI{l;dt9+AQINcBeW&;27< z9-q+XU&tLb#tHGnlfGIb-+|_L&R+@;SAR3NTN)Jk^H0y3$~8R8Xie9XPu~*w2n5|R z2_vW$Od!yI_HVPBVuq6R+iEYf?!YP!r!lpHpBoUB!Y4bEF|c@A1XXh3E*HluIG^qa zIMR(?G3(XvV;BRw?)zmzxljts!?^+iowylfZ=#U)TauhdabP`zbza=8Dt}@C+Cl|9 zYxavDtY==_=NOmlY|w~Fh)fsQeeAr%$zJ_&8X~CU&=0_7)643x3qdWJ6xzaJ#8ZVbWiHLg{zxtm>Zeimvv~wu=3EIKXX#p2RbWPC@dyeS(K=Bj`1&bn`^3w{}bE zEo$1sgSpU|vanbi%U^*ThZYtQQ!+K4H|LCh-t*lN(NiN~wOrk{nPzE=1c`RPI#eAO zr6(VnP$#yH;Jv|i9L4!B$vs(KUgHU_^B zO^VnakVy1!b%z>HAP98ozU(&r@damKoG6r=?yqM<`N6A!&6^B&Osm>kxAo{2$OUX} zomND6K-iM~h{gg4wf1h$y`;IF2rA5OiHV+3RAJmg{Z0shHVqE_nTf3li6SD?+|3~w z;$AIVlUOh}7FcW6`K$pg;&RhhjRjp6s9;NB{OJl8gk#?8RL}DGdo~yc?h8F=w9d4XVY?jTWZOxrHN2B< zeq}4lA5MWPS?tJ~IECzs+T{F?dnxrut1sEdPBuSUwZRCM_Ut)O(+X3V5un;-i7SRsOf3@cwXXl z&w|V`wza=5f#H;Po!8Y!*l<^{7E)}-xnhy^zJx27>K46}9AGlP!lXt~*=nK-VNgij z?x@q<;C#IV^tP^*EYSUXw~v@t&5u`D_Ri6T?s8)S^}Sb|p~3*5DHXQa3Q?Z#M^Smn zMFpqVr|u2E$?&LsFku=iW@r{0CIv!2Z8exn_FXh%Z!+u{ZTB)`hC_GZQCo_^;6mh5 zvC_c7ri62gLEHOx4fmHAcJpH_e5lYTJwoI5@5fpzAu7Q{XqRg7Ydzj(t&&c+wzDzW z=EBqdD>v2%z06`KvV(4i@bh=xYu$N@vQyq~yDIR%B%CZ{__|XNMAF&@kFaBu@njt5 zVpF?$jR_|W_9QB)+pf;0KIivMjQs`J(^9ov>f!FGT>?3u!FM%r$faR_97%Z%l0FnG zENqS&^PqsrHNKp&6nm8lBz|1U1s6nJ_I0UN?@ZmGM||swBxk1u-9LhiSWA_qr6Ts> zp?++3Wm^6uGA1jg08C%NPzZ^K=*ISDq(qFUsM{e8V9R(F9!?&@;W)!J0}o=8L5d7b zgzmSUbpCc3^e_)dw(En(uCp?-r4_TWGPxrIFdbk9Yp32KXPmQRhGi}?-QO2NK+-_>#L|23V(7|Dn5b5{!1DRpbVpy+V!8~oy8Es}7yWYJ)pX2hS7`7|@xQ*Q4xdQJEkCCHUM%f8(EU5yr&MJ5Q z-)VkMezr&CyJrrGh|9oHzK81g$>qBtu?K!Gd)@KJ9k&A`&k2Fw+AVhZ{?0y$lXAq@ zH^XNBnEFZk;~f--J%4HRkXzFs3$srZ$0k>*=1-Vm@(ukUQ05^Xvq(-xBwk}t4P9*7u)e!`FaSLcmie7&7QqtLa2*3PS0FTH`XMnyJz4j!;Z9R-&+0=s_LHj zI_`9-eJ&2{oK0)g|07Lyc0p(pqBrhFf^@XIz}m6R*X16I7SaqhgRR;#MfU{1H8MDh z?=q+~Vxi6+<|)D&0a_%scQChM*jILDD-`iFMY4_Hb^&trQv}buroA;>su;raR@hD6 zPm_H26Mt^5!GCF!++_00p@}DtXw7=&xAnm3Rk$-9zLUwam^2XrVd71)FGvdu&AH_! zHn(0Qr9Jk?SufoS3}4u8B^2@CLp-pD55(5PD9``lX~}h>Ny&2#bS2R%F->Ykl80!c z7Al6?nY=Sp6<#pEiVOk@3GOuAglgmqJTw-$3f5XP7GfG-0~5J2E|?X2(32y%tJaft zI`j2MTpj&~3MYuxL~b!y4EtVs`Vj)c|EW09*bj;UinON^#lx18qMND>+ugg359x_B z8N2)3M9#LO@>O2&e|!tO?%$NA_~&zNER`VyIt)?N68q@D1Oug$$gyebgE{Q;#D$?1 zG9CAXJi0hnt^OMwa&FpgG4%Qy9V4)pAayzInWp!@PNtn}SCU6_aIc`I2*I0cK!yN6 zXNN-dnt-`0@vS$^%&&n-jca`D0dt^U58`)1$r(en%;x8u8xMrgHRLQ9SCCJ0? zTRvyHYfe=W>(pJ`kalxhbrDo?41rCZn91iibsqSjZ*ZA7{>g%0UxT&-jraa1^z+06 zF%wvBx1pE6Gd8sh~7*-2Q~lvd@Bjd@1OFap0=^6gf${i6*qC z7w~E9|10gR!>anaeZL7Q0Rd4IB@IkKX^Bmv(jqBcDzIs!OAwIm5CjpVOGLUA5$TZH zbZ@#l&e;6!d*5^Kx#u~5+&_Hu0r%Q#%{Av7V~+TIt!ISxkDPu!pIw25iU3kX#PWz( ze@8oo`xt@^-J4Aq!;mhFQA9vhl_)sY0wETMiGr36D_XZSHLVXq;nt^cy3X8dp=xdA zhp@Q-J4A!VF&-d9Hu=OBmw-*kGc*HVTL)P4*oaM@j&!|JS+2GhX%!Bh>Wtmh>DSD&BsH z{f6D7fjY^4_W7Ubb}ydQ15Z=1lve67+kgGXyneZ9{(08}XCWwj!?JH}vzM9;aPG@4 z_T~~@5yFKAAP_N1PZk^NI61GD`CK4gYB6}}c{1&`>!@eyW%ssxWt~=7F3k0;a%Y(n9y@^CkyjmVv|M&Kk69r z?`lxzjk>qTRrOB)nOUdAnz3fsILolr#A&E%@AG|RMp_UqywqRMKp$L;rHas>%ueS> zwo)xCpl_8GC*2@$Un4vbnF~$s0AXIGGCr40CTRZ=|5-B1w7o)htKbcnnQ8A7YH4IX z7VUc%YybnWCZ33J%KN6%%719^D+otuZw0BVM*NWmupgJO_j*jzqYg4K_J zs4$kctau)|ShGn~HA^QdQ}5ng-suDvmyQ5#31lloAmhP?-dZHK+b||#5WM&#hOE0{ z;CVK|Y*U0TL~mIcux9rVAfI8^j;q$Zo6DiNWnwx!k^E9u7HL+D+MjoF zqZfy$p!S2CI5f9IM45um;O3{lqT?9izS~Gf^A#Zh%m%qdilvQL_nacMfDCX}Kn9;E zECPmmU|u8^s&v{mz=e~eg;20c6bZx(V^d19@~=F4&i1E{!4B^(b@ae=yu&n!D3Z?m zC&x=i^=`;W%O{e4iN9-`oa~pjI8x$V_j;E-69ch#X4R(Wmd4lFWY5sVd}^5R>iar3 zX2-f9`atVoUZV40Yhw3cv_j41kQ>IWxF%5nnkM}fj<-@8kmb@!VAn)*>9X{|pfo`PHdx~+U7f}6WwrH`g_ z!)*qgqp3M2U~+x2+&*FvTowvrpk0UEX36u_ou82|HMzGiG3}9@i>qsqEo%0*w@3>@ z1BxlB{MvVwYd^Oau?k$(OKD_&(@LwYat6N^HAAWvL*}t;MU-QP8t0ri+qR1xgqDwn zIPsLyzj4#{oNm{7Q3?7*{Gw&xWPRs@leml8QO-HpA-_XySJ!@IVm%?IO;KWjtoLyv zSOTJavHbY-JKVc5Kgz|4l`av&Q1+Z|In zweY=~Ct#h+5drxG+AGcGy1fm*m?svR{Im-~V{#Xll0$-hmh14u<&ua?;=0KePPa^= zvjzjB9n4aNTJ{O<9s_9B$#F0v$`B06MgTE#yc;POYrKP%%fkjDtsgY65PaEl6oX`A z*LPE&3%$Kp4=JJbA9{7fm+1k$M6^Z%i>lpj&kY~Dhehzf9!650vG&?VY%dyMTj1DiywZJ6qTIECE*)Sfdk{$lCQfQ zaSj+NSh0bSsga%53dhCMn_eVMXY=_{ttzi}`+kWFH1QJYfz5cV*lX1K6^&JIV4ftM z+=F9?A5QC`)qP%)YtbKnmJDZEQe-?=8}HjOu|grG)1lRVt2y6qciGt-qf}a6KONsx zfEvUPL&|uHoydQ(wQv9Dp0RfBZRb6@o?+*uPWQ<@pQ1Z>@+@3wX61f(KiiAR7XgJlVKn>IzSE4`Rw@*tOX$7j+a6K&r!PSSimd8CRg%4Jl5?#1S zi7V{W)hvMboFEzGUFcy%lZyqFYfIwRy7*{R7biijnAtIxv1D`6X2K z=knmYj$^#!bQR=jP(ir6_&)Wrxq_3!)b=-V;S1msX&QrR^jW!u>aj>FK*{YtaxiMO}`CmymuP0%8e0}8kLsG1ur}LTMPQs6*e@YNX&_jWd3)qtAyvmPj_h0 zeRbz^XCeI&lgN3&(Ofx`qJ-e0Ws!t-azIc+#12yUa9J?Tj(cmq4mD$YOHj~es~^S! z>L2cV>^%lGmc;CsaxbLmd5@<;dB3Hp+I562cj!BOy;lnX2Cn(C-8=0`1PH9a)7Ixa zM#P5jn&dnvu^_{q&&%B%&&W@6+tV|r9sX7-Q+)8Ug7xG0`fy1>VR75i57?QQS^$=` z7id9$dqxJjhd$37dIO`^V>wLk=6Sn-8Oy}o3(w!3o&9Gtjiqsg^};6F6GY|+8AO~9 ziuK+}VygzMnsu~qYe4iv)Q|?ea*57&@0eT;RsGb9ayD6c@6t=zsamf5Qx};noBJIhRFQ?~%H920dzy7tI@ zLr?3@N{ia*RH1&&O=&DmbD0?QLZEbItrW#Cw))cOj4zYd_;(xMQ(sm5CUk7D^HXm& z2e5c|#Zo-=!Gj(Zyrk7p$s=^~b0xSN}12#ZL%Lw_W-VGp*KJ zrP!yhd85M8|wZv5&u&o;q}j+VaS0MT6_!$zJ+J-tQPoTpeS;s;Ehklw-)ZFxs=ZxTMjl3;K7tq41Cs<| z5Jb|20aCzrx3cn+^KR$~O6v=W=1Uo0yC$l267Wzc_+-L`#f!fde)R-EtAc~m>Lnxq zeDCm*F%X2yQ!` zR!-v-;65g66iKRodLyVEJK*MF2=*&vw46jB7)!VgQ52J<0J_S5>B$mWW>WhTwLbQaC@Lj8Y+Edu4j=EpNRWbU~T2I zApdQg+am9DH}Q_+sJJLRZ?08p$@DaaH3(F{4eGs#v2@6oVY2C6S`##o|J^=o(vVv74>SHpLZR~{ zH%fAMm$+l3qH#h0Wd91_Or)?Uf>q8-#i)Ld3YVynkusN`r{nS)!S2{+*5H4EkMW*L z&Lx!`HBb9dSDsV$t}dt*zk;Uf656&TWKsmb^^0|@!04N6^IYB`m%VnY4uIyJN|aDT zdk*#L7K__l%4gj#owbfbYW-XDuP@F*#=@K8;?S9dgn)pv096LXtIZ)4y^xFFIiXz- z4rc>>eRjj&p{j!~L9xq0fJxAN{wVdO+2Vkq1sb$AaiIwGub{E-ri3}o(Gr&N#eV2&FFet7 zHmPK&8c?{vmUw!QhW)kUjEv`%?^B8;E1*%w4r0pYK?@_p3TnK3B!4oRV~f9h3Murx z9fwsRKgHLMbH2d4ogp*w*#YFc+UD$RY$lftMKAw!-QN`1n*UqYLK@|n{MF@G&RFGj z2-+{VDGQ;7Z6Ubv%@JkNC%N0d=BHKlp)VU3cZ}PHAg7sN>NI9R!7P8q!+v>aT$kC@8_FS)v0`0oAlB7YevZ%Wke8Or#84wmH$ruG3l*4n$W`51EpNdabWBCU&+n*?HFpBy;G zo~!D+Mn|Zaicz@!i~zri`415@v#zJ#EgA{@C=pIZl8ZmXKF^&Ip)BR3q#y`=BTV7t zE2nT<&1e{mTX}~oCk4LXAZWa zMCETh7Pl=*kiB~C<*1`7i^@~OxUOfLL0_rRg+>|jml235T-;B-KRGKUKKs+e%w0KV zl8_9J6yP}&V?A8Zv3{ucN%Qg3Le%_`i1v_0cW=`xCjqTQN$(%-Jkn=H5=ET z(G(gQ_BSxRq-yNHufrU0F{-pPfADV&0x`BPiP*d}JU^{(U6^onwu@ zgp>I5vchMJA4_gzx$re9WvgV!6Cx1a6gVAX`Y%Q)=amo$1i2sS7BT!iHpq;?MIanV zaVQXoS_2{v_!+$z0v~}`y@bn%KzKA#AaD=}0Urbr{O1Sw!tnbLrvKq1;=cR%s|>#` z9UK8%A@U3YVb~mV!DV3lDJ6o=dV5j*pbC0nlZ7rI5EM5Dk{^dLtGd(>*?jM$bgu{u zB;~W63#GpE{4p~#v-NcT8L}AU(Pjjsz;`X&UGkF?d%BGTkeQha4#CGrYJfBI=t=GLdak){w9I?Oqa}$0>;&V+hWA*1CNC{uyS-YXG{cX?rRu+PDyD6A`g@+Hv>%YA$*<#hKPKy8n*Q`aD{RDz@h5jT>!j}UcvgqHTx8QWgZbYAgg|{Z@MF;g7X=xT zpqK~Ejlp1kDd+Vnji#2{VyG+=h|k}Qg*o4EPEq=f`FZpH{npYyf1QlE^?&*m5POU($S1KRI@AMc<4-ATg2^MdLx%%;|7HWCei8VF zLdOkbG+pAJ!Nle|)c(C4k;-o$(*BM@_l~-q93KJnB+P?*pYq{g(28jaluCf`k4y!&w}Po6xPV2)Y199*B9xKFQ?4H z=jR4xq>m~Ef^Ksmzh=-fYA+_Xt9kz|v1ERYrt|0y(lo^;?O{N0aIuA4HMerMN)!}p z{ee#}xtt~ArB$(|kI&Z3ORr{{kN*pGK{u{l6NAZk!=iG{r)mknL;u`SA-~*=LFun) zC!Z9{tl5%Lx4TKM+i{yqXjRRNW=S}F_Y)bJKwC^#gWOz0RHw$g_cSb%!AJ8G9|-9k#zxuN9&0DoZq36bLc#4s z%fB?~PLs`$XIaG3XbOSZ7{_CgxHw#)N@7G?g#tmSnI*|Z-?_l$$A>(t zvP2+uuJ148qoe8`O=aU$D5gkm7n}UedLJOF+@A1znKv$Eoc8oBBq#E}Sq$yXeSuD_ zfj9krp*}gyi9yS12o`i4=j(8p1m4a8MQZFDNfi`%)F&qv6+(V)ej0Q)2&zJ~lgg_0 z;d_pj?B-N-7~{}$mAA-H)!h3>Fh}0x`L=^1^5R!JZJ(#IvPWX=k<|}&+d3s!`#5aK z?B+z$ySls~`1H0qiqRz&=ZHp}uF_FuDWwOO{)QKHt#2XIM)AdW6C)`_+kgnm zF(=t?>qo3ze7&WlDov#oQ`)LxP(#p~cXJ6{lCNdG@?tpS#Y2IeAsZa&WjniN@VHt5 zefCOq@yrYB{E!D0BLW*oJEQT~gTQdHc!}*mfu5K8H{+m8*hgxu_otg<(8@WmI12~9 zo5lgKE8q8CrR$0fLnBu zuLIS+Wc>s%MBK&;y}8Cs;WyF@o5J2-4>4aSSSU%)CYU7;F|*O{pMaH)?Ots zg#z@}xjD-*eOc8UH9aT_H7W7yL?&*9EHa7t#KM+5V{$)_ka9n%d5Z$vm9hQ$tHNNS z|3^>c|8`yyQ=P|vys8Q_?k3FsLc0Z(*8_!Lpo+F*G!0JN>%A{5rU&`vtl)?eZyJ(6 zo8Q>McBDB!w7L4@+(AfGJo3Cp4IvJN2g`l+LUDL^H_u+Y7y85ZoOG4bmLaHiKZLE( z^bNVw5E#JO`3KsL(-)i*05{j)d{;HEh$$D)UF!!R4p1~)^g06hb8i>cENnq65M79Z z6By%I^<-m6Nh1ygJ-A{5uR(+Q8OTdx&3xo-B}p)PC<|Rc=Hv~)Jwh-5f^Z#4QXvt1 zJ$rd4P(g^77cbyg2&&$<=O!12%DM?E>G*n6?KNeIA+ry1bO{T|&}J zj39R)E(V32VL4vqr$@UR$v(_qtB`WOn2{aqdmWz0A?KAeA+Hs64G7U zxGmvz{<$=8hPlTuYv-w`7Iy&eqq(()<9!jvb#~733we-AhCV5X{PIv82kCOaA;!l{1O^XBHQ2Dy-PE|g}WFEBM zcCTK{%FJsDBgTE!hm4(S)wSU}h!K~&Gq`~g` z8z9AI`9p#`Lz6l=VFRUBlVG%Bd#n6iz7D}xG2%I|CE(NXmE zwj1{)5dWy;0M3ni#hYBR*n!-kR^s6uOAtzmSvpdBw4=B~wn>I#`uMN#Sw;a$1P&u% zk(4>aZr1D1vONY))fCtq?iP%wA6%HQDujTCEC9Rb3mSuTSGFrDnU^}oM4QaDoK4Rd z{KM}y#9SGeZH{tUhtXp{?HN!x=~1IIg^ zC}oly;js`*uDnp~6N5&x^SmuIXU`S@q`8)(yQ5F$7;`isEh zU=9c0W8t~Ab)jadWnGPhZb9;FO+Xu^fXz(ck^9FTwNJvHn*0|%YJ&ec50c{G{pSM} lY{~!MhsV<``{#?}b9FQ-gPYGieBq*qClYevd7`>+{{spA>C*rJ literal 0 HcmV?d00001 diff --git a/graphs/cnn_genome_extrapolated_execution_time.png b/graphs/cnn_genome_extrapolated_execution_time.png new file mode 100644 index 0000000000000000000000000000000000000000..b81bc8f2addb193922cf1524882dd8b0bb1067e4 GIT binary patch literal 32780 zcmb@ug@B@IfaAcC}%NFylHAPgWKA|)v~G$smKxFQsY7(5CZvEvacZ!bUz3LZ5{^;{6uhY zdKr8XaekrWtYQDo+0Des9HMOE?C{>+`Ms4XqpP{o2P=C!e(oo{+`^oUmd?%&A4GU~ zZ2#{O-1bfuJS}=Iec)a0I=p)G0Rka1LH&o8FPUcrf%v-1%Svmyr|isNd)-^P#r|s_ zle=M98HYF}e%nQQ|1Azqt;3RGK0Yg4OyFi09%Eu5R*p2`!3EI(Yo8M z!%B)+fsL#js`S&Xc%dbyrMk7H0p;P3A>a>sPcTZ!cP{s%1LF+M-p1L7)vNf(M&c<8%MS=m+mn^7A2T7wZ)GB5lzlx-N zmPH7Upn3Yad8*p>+vJ${Rg{$C zii(O%=UU`_C(2BqwdS(2Ie4U!`$xm7ic9SgVTie+H$R-P{Zz$|<3!}$wkOoD#38?{ z7b%QgZb|peajIuwTU<40+ODqE7?`Qotvxj3ov|#62_e1jV#keq5z|PU7l_-NOQ*F| zH#pp~C zYC8AnoUbpLEoS`kK9V6(j^5*AsI1`z;&fJH4Y9c_uI0$#wbZMl3MveL6!*P0jAFFf7p7+4*eC%8%jM?2$}xV=VYsjg5^zd<`(Ud{7Af!;{k6d#7OF0ai?U*U~&FcCw-H~XeHIaDVyVC${45=nAaE9pn8iHv2vz^j_AvKdcM>9_U=?sH#qy?`nqLRBWs%bbAv`AdNDTUm*Hw#dWBkCHPFnu zy1GqDnY;8ubfa)0@uO&1^Fua|_ESi=vq4SGoR8j)OwT>!*hIM*3kyq|6+H`G;%>$W zP51fskN%VZNjjfbOayeto1=={jenneEPSHSylef2v6)`fwdb*K0!3s*llLY3SoUJ+ z>Z8}*`c`RkLSL$Ap_#aZgyD`1Ep}v?c!v!(A+6eIzq?_Loq?yspGJ=#lM>72K?F49 zdO>LniClV*+@>9aMe>Zj?P?dWo_SwXPO+0_Ji`0 z4vvy@&AA}Sn=_eum#y4{!SC|-&d-*jx+~`lVH+$iK1i6!WjWV})t<*fbYpvIp1bAg zGRGgr0xec-E~%(#VwwCH^C zD7c-IbH$KO*0*9kw|>&d(r)0qIlDj1#P-sP#8R<5qi&7 zPGJ1*T`v5|Korq?jsw!ZRz({~_uh!J_r;O=Fyds=M&Ux$xcKm#D+V}Q4x%2Jo^P-0<2CQO8PdZW8k&>nh>z$pNxiL`t;Ipj~pbqD_jvKfY zoO&K_=FA$^I~QDEY866hgdH--$;oq3)tZi?V`{<(R0K9h15mvRBR~P^y?2SXbq@N2 zXfegflWK;;-zRQ6lTf<;dQkDTJ8p$@qjSwaxk%mURliSy-5hlDP)w=XjF)gFqzPl2 zJPQpC-E<#YsFk`%z&dO%_cz-D`)e50&vwT2>_Q%^Ct}@L|pXi?E;pU$odEz`vDM#~xL~!T!@-XKca8+Skd7x)+ihVpJ z8Nxt#;`XLi=E+|JfRC@yiJ6&6L1XdrB0%5$;p@Bb z>yz~x;g{uU?#6RVDe%_QeZ-VqgEH90ry~;5vu*p!^$fHR=>E>GBpQ{hhOI0K_RU3> z5payzc(}M4vh(c(>`&?pT~wW~SanqdV!TecG_IJJFi;wU^%q&)7%G zBjwBP*OQf2v6H0))B`GxSGO&adzMGrNy~2&M{_;JClttPw^M$j5j`Az;bWN^> zZq0)7RATU3`Sh^#^wpesu-CVe_p0AX>s@YYaM0c`dSAOS{~^ z&>CFmj6x?Po{`9~wAI?`M-LxbqM$_=w(s?^c2X%rZSJNA&PL!)(@KKg$gyUyGY%o) z80gITL-gZ~>XZ&Tp1+aN^7~XO`X#igf9pkeYh`w#Q&Lh)4;>mqmRDEd zVLSoPuQPrUwmC;qVWl6h56XmvggA6vl~6dlZB;m}C_<^`1TEyqiLnnK4_UTyI560S#AyU!7 z=NlUb3&9MNfi&6|pNfjm80Vj_Z#>+tw|B^trXTUuTyJ^*_U-rj==xO~B!uFx8HDu( z^2jw$Z0mcv*nT$h$*cBGVpe8k7<(j*eu%@t&;v^u#xk#Sr@WPU;TA9LA|3U`dJ!z8 z`Xyvkq4Tdc910dXmCs+vFUvTQIUE>?U&o%zv)Mp!P*|a!a>Jvb5<=`>VPnXl2no3k z6B|T$x^an$PHpguOU{EWf`u-Nv?6|MoOFh^PJJeJdv(}$!gBJ2yQ1Fr<~&b_ez4}p zhqXQxid_mrcWK1!_350bEyHXp(R;aCwFP89=%cB#a?v4T-t#}vj;SxPkU|F;thHzH z2|*=j^Ppsm+N9jlEy#(?qFx$idndpLDHdvj>k|^+eoPxK(CXuKz2I-on7%iQXwad5 zLA>lfD+SqeZ$hDBg_E~(MJF=H&a8{MiGhOn;q%#z34nwz()f!9FBkgR#ZaGdlBbFPQH-Toxjq7Se>1*tk8IC zkIB%Ce6rEj656Snj5CVEmsO7@nKE@INfLss@6*9E_Nk#w`R(YH%FkVfEjt_mf8@g1V0bd>|(0~im*%r};Wr#~pW`@vrx4W(r#dd!GygIogZYZpLh(=E;T)|VO2AaFTUKZM6R=le9RCfjI|sp{(LmOsLc-1;c? z={zI3xnc&kReZ8Gft^1lrJF?+K45n;evx$Gwa86g4liCY6Fu|0XR-xb{Rv+9nP>##-Y~DW%PP zgBK|(*TLG+oX_{6hjrZ}LM&p_+#8`rwyKl5g*%*))KOy4@V)5B#o4yCz-`D;nJ1;S ztVu*b-J$o={26xkXWBJ}p6;1*im530o0(^8DcJ|LO|;($;KPoy1O0A(W_^MYGlPeB zClQOfOFEbv?z7ze<>7ES&8h69z@`0-uae!K_}OoMLA4E_oD8Pk4&nnF{WCk*nmnRI z{re^7_eOhcX-m{s>U@k-0Ume=y3g^~)vxbBJBDjmy)mJ4oNW`F74$Vt)n7^)I#7Od zri}NdQie^DH5!}2ORb9M&5w5xsAtX`SCck#CVWZydut~SqHn;k_n0ZNX9;JA(P7Bt zW3?rW=Eq^5sH(yIU{l-i{I3=W3nrv?Kq*xON?_qHL=d@ytv}vIcl{mCa8wfANjr|V zwSkLmZ`JbdP2$o7Asz)S#-%XZpq5Oqt0T^%!M?U(UM85uoyx=3i_{&gMIE^-#-9}i zCe4c$4M}lLq_2uuS0&)Qgp-&A;gXvSCX}a zPl&}DR((~GIeB8A=HX1VcSQ8nx~T;g0|GM~e|@}bei1oKP9~|_{q3b6p0JOa@UJH4 z8M%o>aDzBbTCw*Uy3I{dig`aDIusu`6Unv)3e{5n` zm`y!%ljK#@BkZFQ&hr%Mug7{?B9@v*(jj_7%mr5ZDzuVwAC*@gS+wI(!3;h+m^C5Kq7$Pf_wUe;v(ohuu~D|vXJ4p*3SR_s1zK_h0gdk;m6D-*)x&$O2!0?~5W zE&{)J6#LCFBEB|>Nt;3cR`L`wMb%9)bg<^rNd=?39Wk_6@<#o(rcd;x$9($nMI@+rCyeOvUS+e|L~~0 z0C&`bQ~SluQDv#YVO}xqI1$EMQP*uXX$cX7jAi0Ws+`Px6O1ck=};aKStego0f@8f z#mSWYDABhrHLCMR8R$~mZ|{3DtI0TgB>maV)2x4dBNodpg~7r`($d!^T{_j^Rywtz z&Kb^5hUR*(sBWCujJlKzr)p$~ z$&8LALqtGMT7x*wAO7N$xMs-GNz1WpH%v|I>WPW(ooTtvmN)(p!0-5Ob(62#=4C!AIUmCng95?`XwOFIm4#|*R-SD zwK(yW5+%*(f5pd#I8>)TZ$dFTaiSe#9CCsG1 z!0$C4lKrl}pBkT^38#J`f&faX!SGc?5tY3Hf+(lVdJF8j6oM2T(@Xd2NEd_!tsscBdJ)5EBEIG ziDrV#3O#>iHk5`s?!7NvD*ybz&cTpfu>k9!vn!qhYP^hle*X{+xr*t>@DjEW)|6T@ zJf9Nsv+TP`@Dby2)wtmYm=Vtoyy)ncW8{42zE{{1-Oehzh-3=KzBm3-cB_PIVnPWx zudTF1OV!I@q0y4H;0pR~%czj+0BW9bT^4a)t(7O+p%O)3mRyJwy3=!=^d8nYg z3llGCX(skcl#3lwvS2lpSD}0LhKXtw5m%aTSb}}tpohe!*;wEK6l=sFtn+t^gvIX+ zTEGCoF+LJvz2KqI+?qFTxl2j$T0q2QJh#n}itWks0vc)uQ;SU9VGVUoK6Gvj;l~-1 zcckgzVh&EDir)t&sHGo_QBXX*3XtxkZ~xSKx9I!JZOUfcZn;q&zDFwcXXgHnUuaFH zzU-HCca)t~eKrc|C=xDTLJu|K$`@(Bi^0kuF#SRgTRe6V{nH()7QD%27FO0N!b_0?Q6kp$35S@3oH&2t&E_o8Fi(ESM?F>Fm1 z6EPkEEIB>3`=d+0gRG({2C8waf*ncAxhB#(DA*3%#?zFECd>C6vtA~P2)%Rt=qim9 z{l!p+9L`*x?r17SW@7%hUnKSMwj`}&{;ceUS@VKy&=Ses)>2D6_5qrYvYBMIHwAn| zEyfQ*YnGV_&&_gZTzu|-B&YWbDe9jga0{A>+GRndA7NCCh*=$;7@cCjf~b(gqMQ|Z zHHB@sL!|TuezF9kR9hW7k~!(El2L>4ZLynOTxd;6?p1e%Om`#52fT8MMRA0 zDQSA|#W^pC1soR5zQ;yN4w0fMzd2R5a*&W!3-t=S4*Gy~K!dJ1vZ;v?c}Mfvt{mhgds#4Z{6J`Fs+bl{v7x#6U3L9GM@f|v52k%yw zO!g=f)iMJe!i3;0`u4}aB^)?cj^650l`@<;20c=IMH5aDGJ!t+c-u`s@k>p#y?R5) z$|CY^Q&gqn(;zsZWIB+3t#vTNEsh3ci2gJbiW0J9^_u~z zZ2gMDc}Gs$!8yXsWqabuPVP6mp~a;oXrg_%@~M`*Fil}Ut%{2!T3If5-p3uJmnSi zA|;MGH%ALon}Ykxqj+DYnk8pminlxca<`|fxU&>$(s4&_eJJV)-V>~J3A*|zQNsQJ z6EW_FZ9c&`qIQASG6~8%JuW!t%RJ$d!Hzit26OvmPBTx-Oj@z35EDxas2kO|th4F1$Y*NmfI<|E!QvROF^DVRwIarlq;7es=Tj*gTedg%WxT4Wb4n`DGC;XJ4*@-yIGt| zkY7ZSR~hYZT0JmjvW>;+fT;h=iaMo%*YM#Gotc@T=T6mRrc5w5wlKHRU~%Skk>AmRZA2CbkoP7rsC0Ochi((v`` z7;gzm_B&SoCf}olI+!Ur1|37F-IgGx9X!kO*R@Cw^sOafO>OxpzauAFp|*SB8|RN_Z7n^vuM^c~-f>iVpzP4sKES!Vx^cICe*{U}_Sb@Pv3=$wZcV3MjT<)G z>il)QwE0HY3R#wSJ)dj`6EU`=O+h~SNIHhSL|9Llz5KWraL1n$zLXVsOK(gY91*`J zKEWo9^XVGf)n4cj(Ym=u9=R>=Qim?x85g}y`6%}B2{~ObI){DJawta~yOpzslHY=Fpj9Q=L+gLO6>Y-*{HtoThfGXN zxV)VI`-%?<1xKOd-;n}8&VsZ;P_JV9dFBEMxvX70VXqY=uv>%9dOlgKR;%Tr-1P|4 zi&)T-P4_-|Q;zofi9Isdhu;#sl*xX19F1|8KlE~=ZkDmW=;rEB)#aYkG$Zw?-tSju zwNaeAceh}3ec!)7yu5Q-g1U$UEi`_7e1+9jpwHP|6nFRbLZ2GmEQaxn5Ts01+2q-k zL{3$C1kgw~h@V=wpQ5hU%ikywlCTP(#g}*v?XK-VKcIK#$h7qz1Y#2< z03*fYN(C_2-)(Kr5Q$&DJRqPEiUT@lA^TFXUQODkDpqiI_*XwJG%<&HKLM*D*=so( z=@}q?eh0?K!PQ|u#W$q3kv9v4}F?HvHWm`)X?3p&Kx&}^Hf7+TJULvlw1hwu1}^EQ+ZZHhuVN- zT^lq06&#-LgmLcqINeNsdKTen4s=8KJ#4s7DdI#Inso~F&O*PxzeDd;SPn9crV$~$ z)px???SWM9^v680b1++O)C;&(J9N@%J{MNc_8Jer1GWig{fm;sgZ%4`$Mgzq8~*L4 z>U%f}d)&420j7IVRQxXq=3>&*dHN+Ti@dJ(kxplSO+urhv|FY%RK;0#rfL!aa8{SN zSkE?{+ncH>O@6BMl~=my`b3Y6w!OVw0m!$bVkBy)+w8&IO!#lV=GXesWB=Q!#7`jq zZRr1P%S!p>f9WNHRC}@t`^c7QBLp8 z?tDuiS^aU*9Ht-J`S87m?CkJ*?O@d18p_GZDM05D-~A#*1Ua@g!tnifl8$sL_KE3; zR4H)G|NrDHxdC&}yh?Ypcs}GR^v`?p*iOxvLTOo9LvA+W2IZwD#N)@0M-l9@P^L$Z zURsaB+f2X*=*afNgB;J7zUxf}HfDR+!}HOoZ$(9%&wQ?GVPGTgY#OqF>whinueDQ% z?JH-DX_i*;v$7HTH9c zW5s%`{y?-h=kq#q0Hrn(_c@TBMDzLwXSaYFsbxh*PhXPTunG&++1IdZrx*5$sg}d;QFB&n~;z@dwD!= zB;Lo$$|~o%o*7&TJKnTvX=%|N&Q-1g(*4}cc?^qUCD4xG{a|HtPE3G=eErW(I-ULy zC1f`(%mo&`@Xe3h6X3dAQ&CY(Mm(L(2hVuE2dI?&CwrWRjXK5SjUI=UCp%LpTVxC9 zm(?DJ?=A&EFB{3q&aOh)zcw@VRqyzcD#87QAES)&DiN1WOA`|l-5R@@kt^rRlbvDU zG3Jh8rq@^vzr5VYOCPZSp7f;PxPEpU5^3|`!2{hN?|Lgi*H!Zl@-Rz9c~4HZmq6Yt z6hE5})P4WHDBa~Uj)aA)8K3e{3dtlR`o_Dw`35!4fyB@WT>ADXVQHRpd0}3Or z2lkEoLGS0947@=x{$*(3yWd8kI9_6aGQ$%|Kn3ast2W}+9!bXmJY%@7_u*>q=H>~5UJlsZ>4?ARLR1uuh}nqcI6U6tY)8xqo($|b6I5>=;8IO~{a>EW^1iywmC z7WVPu$NXEci8Lwf^v{qHG_0UrMut=I=T02eMlWTeEJ@oc;;W2^Z`mm+w10pcAz(K> z(L{@3X8Y)t$zrNH4_jWxp$$$-GSZtWstxqk4M*zt9PlAvm$88En{<5*o|1yS2kU&) z5$whn;F>fub_gf&nJi_0@)`g1GfkH~nJ_!(eL9zKEYIMx3=A}_9g=dQvTzXfDA@c1 zyxhY6eKFt(awCpjlZB(hGaT1&G3-F_B8~G+g)AuF=w!bm0E<_SO-bPd0$VI7_x~K+ z8&paGu7L%wSorCGX9&2;#|%4+E;^@nGxeP)`Ft(qL!`dzA9FtQt~k@FK=uz9UZ@5> zrNY=D3XGdX=k1B|=Tn3_QFuI!YQQyq1Z^>pU}egJYdai#-`<>&6SuGO){7_X{^X85 z{@U%o?Z-Ij0D=$l2Kgj$(>|9wPE)ou1(1PMP@3Qv0}MDf=yVDl#EcKBVWTV! z2VGquU#9b6fC`2?Dr|5CygT~gI;JT?91u4Ed&Dc9i&gIW>Bk`0_17Z9@nkv*q>$~T zFk-yk#RfXG*!NvNR?{le=C1LZPsz$~f!+75PKA7DQ_a53o9hc_g^<#<-fwv#lk0og zzj1Rs^K-qHzsQNr>TWA#YD6*9Qbz7=U@LftI)1FDeT&mXY@8Jswq-kTWId~AkAPwk zP=8mDpy1Ze_mRy=rh*R31mUY&oq}a5blw0~E^aak&lL37mUi{A%gSns2au9}Usy{I zO*l2uV6k6uL1R=<8}J;hqOLG$4YJFt(c#=wSFfeiu4EsZT5n;PtT(Zw7{8?3+SyVQ z+`uUn$9%|^(`vyc{XrYE2z!mqVB}6Y8Hd&@U{S$K#5F)#DF$3p{u++{7m6|^RW<8y zQmMGI;|&cR{5?XShtnQwshj=`B$gJRA;be?#JvQ6e~Jwd4jMpoMyFI{Wt-Y8%U|i_ zsVw3(mf*SrMR+qSihUkL4Z7FTeYrtmrG)*{-M4Iip1TxD;5?ahUwAfIztJ*>GCkWB zWxq*cNLy+L%NeT6XliPk3e#Z-tylUPWjMz!WgJ@P?i53Y-?cK z>w1=+0?v2DzRh05D#Gpn^3*E`mD8cCu35JMw`Q?>7E{_VecfuAtP~u&SnM zri&l;@LRu18W>QEe+f+Xfg9k(@l#{9yG%V%^=^h@8uhJ#rQ&p(lh_$4dZVj*SEkUT zo0r#c9Iuw$v#reS``&;jTK1$iLwitH(0NKoKJ0sMI!`dGQe0VyLCyjzgZ56vRWSuG zzb98nu z=CGe|-xVL?Eek?1&g%ox|B`j-7Ut%i001n9vZkrslDq|lR))K7nKW+${O}O~Ltn2+SE z+esn`GEu&J-9Z;ej(K;26WDW|K%*!KXuN|>m~W+$CiWQY+Zd3#lkEdB1*_S{Iwc^Q zVMc*O#eVHJ%3vNsf=y#JU0d!2-nA`PUS9qSs!E|!UY&~|N5TdYAT`4RAhVS148j@D zpFh{U`+cc8MZ#M*UI#@7bacK>8Wt7WjTOBC@knOSt~I8Dt+<=7oT_$F8UsA0-EFU7 zPoiA6_+)RvJFeQm`*;-o7BH^*wgAhxe2~d7!0i6I3c?#2d*EcJLqLtLYEn)X_>z|f zQ^4%^Ylss&UydEhkiJu{!wLUQ);)#*WQyH;f9CgZ*{YH>xLdOKcJcP_ zd`nDR+_GajpmE0p7`Dr)QeF_drwNH3Ckz$~LKXmUve!!gg@A`ktz{U=;9I0{pQH!G zLS(GRiXMY3+lg>GiUSeSi{-;Vuk|El2hd=AiY%#J#66z9IzNOCg#Ik>y}gM^Nhy-J zMRoe0ZU8QI0}R3vM$Q!jKH4)blm>MGvK1(R1NHl4MW?t#yo~_aQa;a<_ixIK{ZUQ5 z_YhP`tteHAb6H!WvB5zUbyE;2*T-lEWKg4}f*Iq(*KrWITmcm@0fi7U@Q3ZDs+D^w z{J+xE`W*H?JwS2MQ<9=g1^UrFza1&wGZ6hOe63To1)83b=|zJ16sn(8MOYI0W!(5< z)3dQ)6O#=7dCO5xmePW~iy0mkVI;4t{NioSO+!~--&nQnRPN2x$~()+xcnctKb<&m zrk=X(PLt-f2)TlG-vIpOlvzplzZqiyJ@y*&T0V-EFEnVVt_Fft)Zw3UvtZp>kP_S8 zvjt!haf-UU@$N*P@vN+@N`S2L_CTlALedmr{`X2jN-cos5cm;Njs74-F6R?17-mD@3WyL|LYg`(NX{6%;I@;d>i$ zEx0P`bLF0Ab#b~^Dh`^1${s4d%Z``_4QEWZ(lT>pWrb`i&A#dUWsaP#Zt~O)AiSl3 z5Y+Ndp48036cv?}oJDPuyU4Wv+)+VHlGo$DLl>_Lv0&^ z)puFkBd0!~ke2gvD_RAyA3uITM|o${Mcqmeu(PZ%?if&3;Qb)`1cRDK?rE-80|?(R z;Ytb~gh2sifom;?#(N<|yuqPjuY&d zBO~bE4Y2*#uThyL=xC$!#_Q3RJ9LiG^dOWN2bQ*weHG+SMKJqT7VJdv@OVN)I%q8G z>P}V-u(13jei{?sb!|GkWEVe^`6f^~E+ZeqjJV%r>CAoBW}_;7PvKIn;*+cQ`cE_* zuYnDj;1i$q7vV9SaUFGmDy){LZo|q?$u9BfXv)Gz3$+!&eIE79Q%QZ@4Q^{hN&&P` zi_9~^JON|sLe2WVbEAHq^*9g%c!5h{NISeZz|`h$*^M)lOIUwAyPK=l|o z3xpwwG)tLqo|EyypOn^bvXdQUEMc{C%i6yQR}O(|I>V*zQY$bIno;bf7XT=ifBfqr zvvL;%y0o^mNWT*WA*Cmo3`ibk>rx_e25D&Mo=3Om*S|R4Mx{iDFrdw^Zb6;ZcDa&* znTe7ZGjkb0QCMg2j|uNLmMnXtba}gKv?G#r78qcZaBL-z^A(rNKnJ;EEyOD#kb(fD zUlUq!v4k=PhmF_Cj$Xas4K>jv{(23}8SC16M={55S9_AIzs90sxuiv?RA&{lb5W#h zbf6zLix&=rWI2#ud>IFRyTBy-;e+%-zd|NJHs8M)lXVTzcZ!V=uyw7Z9Wo4}-hVQ>P zaYNwbq+=r}w4PfD%xNPP4PaIBt;7z=)uTeIxeT)7dK;r+nf6K^E8AkdV)veZ8?R38E`W2<@=9>E!n9 z06(G9C^NA_e0;BGg57|~RAGiB%(HT6Ho#zuj1t{z{4oJEf#jTBqp+z36GJm(qw0aMPF)1n-!h4a(}Ndklj7l)$6Okosi=+sMo}_#zDu!#a#wj z+jxMayFe!b`S)pw8QYqfN2-$7mDer+Yz%uDdaRInoUbIVfQUvMcoY=@;F`lvNJ&g& z1sV`k$hW6Kt5_F&1xk}aCxaIoT>^J}k6jDt=tJ#rLwZOB2Ec+KeQejb|I!NNZ&6?^ zevwYtL29hjXb;52BrqOdwC-aK=BcJ90Cb=)adT!?2m0Q3P)Fbo|HdeCKX&|+f6%xT zDf;lq6ZLrNYMXHt(4{SIuTT!rmU+3(cQ8Q0{?qy6X&Mmb>wqW+MA7HeAT%v`^*1m@ z*zq}#<}znnVMTg1eK&OPjg*way+EdT2<351gXC8yP(pTw|KXl;GdT|ci*g*7+O4U* zz3malTJo=6sZIF;>7#4T_ty57KF!FX1rshnmJS;ApQde)*zf+k(8>bR;Fx0*C8&uL zGct!a)z<(LB!Vk^!&M4Sftoi-sBZ=pxMrfFV#L=h`q6o=8cCqr9Bw3<@t2}2&ZsDT z8@r^u-p3t}T_(Gtlat{$NR)(s`^O?(-pi{Icj%FF^20YTs7QSP3M~gJFOZV0fFd?h zsI6Mkc%YD%(M6Wa0Qz!~PWf|*>mv>5qOk3xz>_3gnp!4En^*}bZm1+aZWl^XB>VXc zh6=uEml_@brN46^Q)UH-VcKX5V5o!@B+k`Z*bHrwPmCr3rvA_`o`2|suw;3< zJHw812^tSdL*GQ8^sq<6WKDOz{Il2=HhQ26fct`N&7b$Wy~%=AKq9n(=6v@8 zk^t1~G&-!xmP^ly%B{_&fG0(x7$`<%7z5auan|4?p#X5+DVPs%g(^>iH-&b6iuqCZ zVXZ4o+;cm}1I5UI-Y;KyNA zCrvp<*{iS5dX`#EE8;vRi4zSacXJDHDkEh629qK{!7y-vu|>>2QX#rJ8e&JDSXffH zfe{U8%qpQmDJtYB>bC2A`D~Ij%R7y^@nvY{tV&tdz!X6CIAb(Bka8u}f!V$F!EE?Z z84w^=Kovj5Q zQb1bhJ$QEss9xF#d6MP%F9yzsR+?rKK*xZap$EB0^XNIlg#m!yfkxvf4Q#mr+v@;u zCAjr65MA=&(4)^TdG>Qn*7S)6u1TA+0dUQ@@R;|< z?sNa9?i3VL15jb%&T}41O+B}*vEC&&wc;tjK?GHp0z|)KRv(um=`~s&4&nI=DBuh( zQJ~R?1g=Z3ob4|G^5COB725YWpZXLiLn{C+eX%d#w@rS(JFB8Z{*5wV#*O~y5hp-R zz)8^-_kA+KuW)pP1TV8<$le860S&V|Oc^o`0U0}>p*SZKO=4zQQ;Iv1Oh4#&&by|o zyn%ywKS;g@*pk*L5~W!pB4`w*n=Upvpr1acAyL}Y5;2pGs0QWGD$4B{tztvS>PdKe zic24}2iZywzyS6w$e=(tlWb?EK2TUyNfpTnF!KsBY+PTt8qrWK*fVP&e$Tv4Bj#R~ zyb8o;*M=hav@2+lbXbAXS-}MH-`n>Cw9H|2c@eQ$OV&Fi>K(b4)=%>D4;695qpT z3Qo#o|F-+ep4jpensFQBeCtjH$`x!(?R6x!oEP>Z3-l}iK?S*F0jsQCtE~+o^XPBi z3hSSXN}vwwbA?dee|wxnDphK8Cq(-56D(RR*7kWMWlbrlb}?ybyRNY5Lb9d#b)xBZ zFk29^{=VFtA0lQ}%h3wl?o2x)A&@0;(Z)W)YNMl=My2eiG1Pr&#dIbxzx_KrWP4nd zaN0dxR*-X>poe{4f%x9NY&&F?=c!#yx*jLFAbRyuAe3R60`Rvn^-YMx{`#Tf z<|wQp7fJi&u|{r4=i3;-#&yyE4CN?7GlCe)fX_$oeWXqW27KNFHR4z6t<8HFV5ObI zs*<+8bmZi#0_oa@9xn`i&doi5G6MDN?&(qb1DNrf8FKqXU_QV5QP;Ja9v!V_ehA#q zA3UDJk3y#_RdAicN$;DQ-8FteE8_eL(-X`{#&MK3z6Lhy1E5sno`pRUX`A1rq+~7! zeH4D52$4MwFk74t&Kd8=$Qy?uQb{nlCw6nTbO5MGH!#_lK}rnD;-9GRBwv820F1>8 zYB~WXf6jq{7^WOpoj75XUlA1+7E8kX@;)9XfM+sQH~H0ap}XRz(`L8$QvrJbx8}RF zH%8Klt_n!GgT6Z|MlE2Ok=pyPafSZ*v%%_g~xlh(okD8hq4om1y z;z!;*8zUL^0(f<(#@?tZ0_7E5Yy*8Z5jeVqr@WNsfF9Z28X6j=>H5CMmOv7b#|;JK zT3LISr%h-bSvCU=T}%rt(Pc{VeEHt7fwOD4|SYNL~%rnq9|!^su@X;Ik|Do|FyAhSGhXQ0GFj*GHMLbl1c?Y!xLpH3uZVoR}Y$lhgD5Cw?~ zF2w}Savp4DwAKFfQV@j#%3b#gXiHFA*?k0RO3kk6{2djlDbI{NASjy#P|yHV9Vbo5 zezs^x>a>G7D&JWc*tk2=^UIyFE5K0G+yg?m5!{(9r`W7L{0nN{&*y9bd-T~|e|mId z#GRq1b6(7)O&9R4ZX9=@sIa3nP2>^RR&{po3b1%J8KW3Urk1Jy0+~c`_U`W@dH=^s z@DjoTQY)WFf`Vk(yztwSiXT6!0F^AbEvc@0zp`I`doq=pJ2ShlA2qz&unWtxa!VP{ z{(p$^fHrIeD0g-9Q{Nk}_;xU(11&}E06`)!5SWg2h(|yGoeM^}%~9efU#HAD^=sAm zlawX_a{}7iOg)s#4B)cO9?DM7%6jq-P0WEN5Lq zfS;=xcIy?z=Ya2-yoySwCg%dOGYLBG?$IoNzgRYEno7JGbn+^&-3P3`xd0qmff^|0 z;^FDvIS~S5ot^-^_ghXec>R^GqT7v&Ls``aJ9TeA);HzNeaXmCwlUcGpLG~d$RZ0g z=r2H4Zr$)kMq&aur#%`Ah>LcPT>kD0t9uGtYOqfyfqwzV%OCm$q6>wu#k5hNH778? zeI)aHKZ!!kfFcc@CM^J~`Q{8@+PrG*cYSR(Piy&oQfP0!O1p*SDNg>4vp$vr%b>)F zrGN+`c;%Usfl=dZtz-7ECveWoCFL4k6`gX`OlK)vJF}(A9CKud+yEKvwKAF7(6jdw zyq?LXl+2p@S@l%u244GZaDlNIE&`7For#)~DS27hQ9X1^yo$~goUoCJYXrV6pJqV# zEX_NQz2sDLuBXB^IUh`&O1kaKe?9x_v`8E-_2b3u%y2DV#tao44K;F%8k2C;MNr>w zp+c8JunMB%BMI+<#0JZ(Z4Re+6+mL|?M2sc4&Cqv`aaqq@hfLOoYJGu95`*i3f%Dr ztI=P;PDSkS9H?9)j4Syu?cRmzEMahqN*-C>VERdShS6Qi!Vs0G`HRJtYcXAuDj;X& z1%rIG73wG?!DQl~Pc%^u@^E?04=IvrXoM$MKg{n%!8LObzku8705+v~9ckE=gY5&d zRj+SJQr26{oSZ6B#5`WRm^xtZEDuz3J$~FN!QkBG_|X_Am2Kc|>#%S*TMG(>=>t+q zpXeWKNE$TTO9`2NqEpOPv`6rCdj5!d=R!>SF_VJWU=wi-(-Fqh=W3XHhB%YLWptWl zVkjXi+i~k1mg;rc0N3DGg+JS-Zd%9#_QDbF+^70)6e=fVtA$v$jD0nUODW~NzTS6Ot z;;X?w?PV_AQ7CsPT|v@&_E=G4$e-aKwi65BaDzF0o;jb(Vlj{{-4ujXm?}NT2wler zAY=po%OLNTiWgiBgllM4WsTq?oahSQacrVQxWf%FY|Ngc4@Q5y{!(0`U?bUnVho9~Gh>$(0SEbRy7HkE(yjZ`O1MjjWOc94(&Z3f&29uy+J z0-mMHVGA)YjuL80HvnIgD@(gL4=#`Kl+C55uP*@=4JfXe)h$|k96+lnpZ$~*hM%p8 zx3e~YrN%=d3kii_%M@f-a8CA^xKklS?)lq-APTMy$^FdhlqOpX+!k8cG81w8N%oAH zRgTSs3jQ7b535RK84rqyCpK70aeh6y!VeIr9By^stF?VFgeT1ik5XU!Y;M|YEXm00 z2L11|^}LJKRaN=o+h@!D=f$0%k4Xqgh(HEw$QenTTIL8=ON@=nLv+&0sb4Q>WxS(r zW&A!t$lX-#-tPf+rp4UtqdE4qpj$S#QTXHHMcvNv*5;CGluVC~62P3XiiDJVs^53= zQF`U#ezpCl&#`wTCp^k~YM1aaZg_}GSo__hqr`!dTY?9x#gvd3qr)HMgaCY+JGt$~ z-K&{nS7z=ZyZHjQ;}09u^~Hs*mv&m6eq{giL&l#t{ep>r-yrJKD0o{Hsp($YCh zkPam_TQNxynocCIVQaO)zxRBZXNT_a;9wa90NK--eNp=CV>Em|J(gh|N)1^IId|_0 zY)wc=7*jjsw{0&m2I)C7eousS9mf`Z4|rN&5KBV#=$@=YyN^j|8ROCgINXu7E97?L zFP2r69>ro{VwS)C7P8J+PUeDM{uS?GtK~_Os6U40-3-FfrrP7AyeZ(Gfgt6J-#}%m z*Hpg9X<|xh*GYej_LdIy3w6v-ZhMbBFYx33{ub*LxE};vSam@8pZ{WzQqr#Qi*%Et zR0uC)p&#l;>@p`~#iZpH4LXMee8-xR%ZB`l)Uravz?ntm2J-`A=)ILLwkIC^@ea(f zjeEhgnab1T2mJ{aQr1EkKYZ~0y+R`An}Pr0g(9sc#!i7RnsA?XMtS<&H~RVSP1f-h zA+a*}2QOdcD(Uend!hZOn&OtNtb`_{m!?@Hh1uO%V;=qazpKnRBI4s*cl-ry@cHP-)nh;f)#se9b-n=Tk^2{fk}b7ATr|nG#t5Gc5z2SBr#TO@9%W{ zJAX&N`SSf&AKxmzQ@?90TV}6`cBsPm?|8N76wV|)SNXSEx%lO86}n5@(h?RBbopEUVdEJybydLiVnF!^@Fo9H}k{J-v95HsnT~dSlEpC!fCPo zPiyBLkM;Y<``iASm9ix}L`G(^viIIXRuPhYtIQP1x{Yi?_Ff??DXX$GA`Qw2MP|6q z`{VBW`N-$60Cm;#shP4w} z3bnj_+&3>j{Lex{xH}bdE!t1I8K-i><^xISRuU@iZ%1Mc*zuVBm{&;HJ+JAj&(!fx z?agV@d$^vUJYS$@GITfiZZTmT?iJF+)!u!6FI$rRMH=@=jlB}FEc=TB+h0VuH_@kF zJLv#QarGeWlOzA+{ie`}o8VS_WmBKdd4A;fQa4aRU zl&f%WXb!*mZSV3OvPvpcA;_0tMf*DTjLl5xWw-~2YubX$gi|i!eY0$|Xz^?5Z+33q zhd-r6L0;(`2;t(q-boc6Ng*S8A_elQ2=y*7{Rop+C02b{`Lhot#KECh0eM3-IQKcl z#T#&9)Sk%tA~Lf#?2F2H$g6&Yw@{Dw3F?843xiJ(xtBp9l2xp$6D=e`dW&%ljWHfm zSUnbB{tN@*)H#BV$=YlEP^@zRUV~#A%ZRe7>W4F%AT?h1fmCsBhm-S^QqB2xlSiAk z&V1?&$;k`N>oWB>M*08zq`)BIo`IC>p-68~u%?wJstz*0m1A$hkdDL`Ugylwtuo85 zukCdgQtPF}q1K?sL~uMXS#$^*fE7!PWB(j7ZysyqPUu~f26dwhd^O@-LEVo#k)jUj z&BAZKmjt)+p?*N()b(S_F+5=@yI-3EzgeY z+b8Np^Jj%-T5UsuAzZkg*+N&9;wI9hk}~~lN4B?bfckHbDat5g2c=mXQ8aDh3a>?NX;_vDf`huT|KJonb0}~@6SJLyi zJ3Xal-0|8rJ%5QSm=;%~+AWU=JaDinT&1SY6fEXW2#Ce?_dtH%-%0C!?c`m|*@CIB zJ8$EuTHd+ALyxmN@SPR-Q3Ym#eR2{wswgB z--~CMTwiw>P$qB`3c$1B6X9vB=&EBBXuFR)o1=rK05idHiI59vV#49C9txIt9I0dV zR@bb&hm?T@WdZ*~KSaMeE@V=xPL-}*GnT;-t-F>;TP=Xkfnt{ObZ9D&pr@$0F@D|| z6qL$zFuPZpquIu5AYz(}9n?dg_lc&Mki25u`f04A7+*HvchQ7vgNRILXD8pya%6-n z`6cdQmyBJ-|6(5|pRJFQ1Ve$R@po$waZ}UG-zG)EX@2eG8h);NTCcLP1d&kzYZ+ee;z8$7AVLeGcO|2h&H-s%Uu$U- z7jf-Bm6WzQ$*A)nh}!$Tn3pvGidIqWgv7*CXb{cKL3yYAk@9imd4)fEqeUvVZ;DS} zg=dSia1?(hr{$09KmS~7bMN#;?;^%M5RpgpoH>;t$<|;`qEs6>or&R&^}cJC_F9z2 z#*p_}XsJzmTbWgp0a3_5C=d#le?+o0pvX0P&5qo4$;=bdlMWrto0yLmlmf&^F>&JK zk%A?OD3AS}U!E)V;~Gjz_e5cZ2|B53m5lDQZFe2{L*a`>Q+3a+tR|VTUp7J_}PI zq2i#Ds%oikB(r}S9G5Suz_}(*QFUm2ozs6*onf*hSt*TUe&EL8?fn&k3B-+m@roFPs$AhNwhW3-%%!RnW)lvfLB)We*>fCW==DSqNnB^0v_Es) z?KQiU8$>dJHU^YQ-(Q!6f~Qkf7yU5TtLy8Fs49ckxRB)ce$+@^I#9zx<37be4~F*2 zTC&&D7OhPeZpfw3*Rb{xhkq0++=TY_6Mag4L!?=O>Md+bqP!TivK2bVd0ujq)NnA4a;L zQ1M9ySJLJoEX&!Ueh}33P3-QTH^3ddM%}c3LgnGXn{2su5fc#dMl3wiL}|YeXRx_o z;=Vu6EtP3Ve~Q=vC3&@zkd%xJ12Q-@s2Lv|fV8e3Fj{?Ll~8-@1)Yts@^534)Q`GCXeBAiaPOZonYdl7QW{&Qpc%!E^IFQi*o0rjHL^!*vQ z58yj`FTQ5_edL9NP!dR~8Z*TuBus~ghcj4^=#Zp-jwddqv=U>#>7u4lv_=w~WPl$b zUkPfplD9~X5n0QYyk*fqA)J}j-Fnwa15iKlKqXTIEP6g4nx1MtZl=VCgaRLceT*Dk ziJ@J`TfVLmioE;#*5sd2lSqj*{WWFFT&^5V6xhPfLXsj8WKE@1Ohq-VzlSyFp~+)F zM4o&*5X$kxW#$*aXi!V`^P=|xE7BW2IG@!{%g0wfxCJ^rjR|<-?CjSHYu7p7e-`(s zPB!~xoaB2p4p?&NAJyIYd^r~xj9XW8(ss0_7>=x6ualFwdR28aGLpH=YrW=%nhBn| zk6dLBVL^SHo9lrS&q2k8&(_Pkm+NsNT9#)B5r&CgACw2>*gO=R9s}O6$oe(%w8q$c zK3)>m$zm6CVS4H~d&hawHb<>>gFqV9Wfmkc?GXlvj+%*U3&%r0wm62Ps5d%ohk1;< zat8l7Jm0*K`?tM#)^gKP?JzTA);6Anl-8ksBBeQ`1`PsUexOuc6Rkwd5F#eX3ojZz z#hGn@eaYWc^TO_gz;>hPfM!C`r=pG(LQk-%rb^!W!ax#)T---1e0pk(;6PV*U-UVa zc!9GG5tR@Ve?pHkUHJ`%ir9~@FCrA;>EiA!=(O$-yL>}U-W0EW_gi`ing8zk{4ms3 z!J?*s=(nrer!brntk7)LfaJAlhp2DFsv4(Fa zesSD?52F$J-s8_R=yMl#IN+@9iIUD3SDDJxjF_JXOS3Rs-KzYEeqk5Hr+Nh9_Me=_by$(%&5<8jvn-U=I$rB9KFLdc)_Is) zLYF0ajjOs`W$$-Z5sVk0K1CdPCEqO@Bx57LPOu$?!f^+F%kzcZ(Fsn!6ozf(Lqv-{ znC1`JA}%sO@>ns{vcW~JUwl6jE)yKaul%fmQunw`_xb0@Tj1i6G?x6Q?iEH5nNrEF z<>!AZ(2!3?0kH3>2-L+RA3ih~&|F8{9Nxmn7p!kFHCDwjqxsIO99nE=v{36So_F!r z|3nl#G&Hoeb=My%FFtIsXw~ZVI9`AS9}bC9%nvXSS2cRwwNy`MZQG$aADSFYod&r z#>b$QN`z3|$Rm;Pw~!F?cVxo8Z~hianQL$I492ToTkm~e{x!fr5)3X19YHPN@)srW(<-}w6#j$!Y{o#qQmL_d}{Ark@*mRHhz z;@8XkS>p3G$va^XbSKG?%HY2Fi^xvYAhm@*Q=`u=uWS%g;{_^|n>bTx5L{o+O_~hJ zCx@!{=6XtR344y*cdl9Q(I8zo8lZTNmjnwuA@ZzQIM4d)$*(WVxaBq6197;;{Jr9; zHP_2#p*t6GGxMiLcy#xsI6s(8?254^9xYtsXCH#FluE*#wKzV!5((mOnBo4u9xV%Y zOVhS>69pKs8jt1$+j$QNaHAeN?qc+Z$PlNSKhr&DQ5sUQ~bG zdLEp?-%PG{Cne}NzSGe{27W)3x71GSo^;CaYEL44GS6W!?)J&GM>w(mS4nMMls*f5 zx~#=UO~cIf?}w$K_>rya8d4T=3Ndsu#OH-C=~LYAv>hDBrDQx2_26CziKET7h36Z) z_0oTrM{}=-MwyG<)ROHL4(U+qCLYM!KToEUooxR{M@>MAOS{&Svu1>+czjfD6(1jW z$5t7KKfEFXHnd6I4Oq3G&ueac%Trp)ICmI|oAI9~dq^A-L(zZ!4o6MQ&Pm)GJ-;4H z6N5+3?2<(E`E!l9efyk+*DD*LBSY%C2i)8mYf`diu>W?M8SrII!U0A z)c}NODA zQ}4jQW2m`kI5|1_R5C&@Btlv0#F!Zxj%_3;`{5Ncm>51Ht|U+2FQoekGms4H0pJ8D z5mwl=Tfc*9my4w!oQjNM7bJ4+V-AV-R}UqKS^e+wq+6T{0kst{gJB}Bj}p3nFJiak z23MZ?L{OOggFmLI1s|^97+3N1M}Sv^NevgW+LqRKcdrOofa$=yFN`o+#TUNmVx3HV7SXleC z;&VPTFCShRleOu7d&Fnr1{o1WuW>U>SQ6uo0e}L%pWAW1L1i=TprV5GUNk?(O*l+Wu zLW(-(4U87c_r`xcKaI;s^>Cp?@89suzfRF{@dU0F@5`bnDEsY?dflmiE=&6+h8;Z6 zyt5+uhjp+FA4#~a+kgI^c{Y8|ibt5Tc3v&cytSLp7JknzcTHxq(t&{jV<)ob2JiZ1 z$I(+7rw^V?m(aXEOeLHuiZ0HH$=_@;W)I^yaDRYn=hX50iVqyHW8*#H++l<^=ZB@+ zTJJq;>=Ycik2^%9+Q%1Re5cDkbNejM4t6;Ork}@MtPm<|L+-d zL-C7uI}SW^&~8%HZhDJDtR*4zgQq8s9fh0R;A;?Wu$X?XQu_$ze|TGntPXni{(CQT zvnNxByW%)W!b10(56=8N%EO-eStD^XJ};e09UIEw>E+V)dsWWZWo+@wvqju1#Q)g) z>?6hm@YnUV`qXJroDD5ToIS|LM=yoUzv(vC*!eiKF>C5opM#4#1V?e_)SxRGjR{() z3J8Qn$@Z784!tk9z6=}-DCe_3Yj+&3mozgIl-;z`R`{B%U(}QQqjE*-w zJ|7o~&SQ#_!?hMXfwfu4id-bd|_wG!IGIZJ@+lfRtu+w-yC%n2*HggL}k;N(qln}-fh#_W~Lu!52EKj ztpDeL`SbIT4)GMVcDS0NK7)V0=Mz?7Za;_|nTJgG%skW0&yk-Y*qNQ^j4M)hB^Rcr z2+X!V0%ha|CqB=s+B1z3@6pkOC->GqU6U0z>f!NT`{TPQcTwEXmo^&jZ(=@ntZ|py z{Pv~*W>8eSfy8q3cKKKQJUXEdNRQT+CwmzCI6vZ!y08m$w~}{fa4?Q_do+=Fr1m8D zpSKFsoW#zwAGG)jIx+G=-A8sdGD&l$Lrm)io%)}X(sP##E6QB%W^+Dc;0p;oT4eKl za^N>-f2}JUH$|dTJf0ko`P5g*jr7z}$Kd%i=L$X>)o#Z~8Und-SB?-|+K=cI48hly zO*Svp-Z!o&Gu6$yvYi_sr-!Qq5GC#tkaPv?)lEDi-Yrbl_a&a}^0;F!KaHpK_nLSn z!B>K{C{sA3I`?Dqwoa!MwOY%0lob$k5mgVuMP~nnxH6kfk*B<`W}=Uxx8zV1zkiB2 z_%!uJHP&CvD4`1%43X6uA~p7@Btr&-C)41{#t!Z!URHN}O3zATwI}6=&LL{b(GO7(wYl zwoM{R2eRIfg;_Ad?_os>NYhg5J)ESw+i{$u+VQ0nX;#v{S!Qpa;5{}2G`|Hu?Iw~s z=7Tbjpffq0#!MOi&{9NxcYOlA=Dierp~*XKxKabZ$M!ME;gE$!V@}>k$Z`5k;@XM6 zf=U6Q6_bR!(Xj~-NCX6e&3(yQ3<=*?Q*VryV3Y6Rqs3)Sh`9w5cW-~!WL%SJ~J!JnlKAWI5=@`Nh7wBas|t;vRj%w8Mqy5 zYxvnLIOH|F6J(KWEN-b&;UMA4ccR{NF7{{VRhxkKiwsqyZ;$55`_@X?z$Z^K)m+)o z=}U_{zG=PI+{&ego5;1B+SaS@yx^*l7f3y6% zTDQcm{X0z;o;FZiEli*uALX;ZEz3r2XoJsi6rg%; zPI`KB+V6S_Taa^#a@!c>S`yv)iJSWN+;lu_s`wEQ@^;*uqHNSR< zKR1_xtY);(XT>d8bPg41e^|1H#2m%OU9R#Rd67Wu6`6sXi2@%4Uf7A!&xh_|XFSFK zy{*KifO<1SgDytbM6PJEwZkE<>Zq>!T^c#Kh#Sbe^5D!Ec49Ae-O#8pK(^|0hl};O zHC$zJ-(dgVubO(z+r6$y99XkZt{!^MFhir(KL8(co`B$m)h8{SfOktgk!ua31^SUH!+ckcdFH4EFWui`S%dvKVW`#ZNsUWfwE@bDqb`} zpD3th)AAPX0tGVyumqcOCASLhq|g^<#X3u?XsH;ARi+4o6Nn|&#Wy{m0cC1G4H>577sOM1IdME!xPucWqZ>w?Az>24MHb^i{ z!C{ODUBflX9{(a{5cAzR%{7ezk|aCdvmCHU;2-oV-I6n@gHq+>06*rRNnsW%*5pW*L^RbiEEapQL~)l#yGaVgZ#|$` z?vUp}!C^L`U%kfTiA+o;6PutzP(m`RJcZ$j{sQY0k_tvu(#YK7PLJwiknl+Q?S>Rmm6oXIGsozV!feAA(Go{I@pbiN|kmXB|h+rO`7&u9$mHx za9Mw``vR(V^VoOUeV?uQaJBw*z8hQIk-LN9)hS}BvRyp=ABfe<2MN*Dv*(7Zow}E- zW!iCXu;j|SnA4tGq4NW;vemKq+YYO&+HKWJ>IRfyzso{bbm$|MrW267r_fMzz4V&Gf!F3m-9o1-^kJuDM@Ja;jDT zwlwDXDbr8cq|zYsl9B4MT5U$PdJaudaUz<}waB>YxQOzbKLj(7sO5b zliVs2b_V?mZsrgNBh*gB?uU5i7J+wzD38H-$BJl)VR;O%7Re(qU*Fxu)MA5~ue4k1 zVCxM$4<|XI@&Fnyu4`U9((r+$l9E0{^UE+kH4A|2m1RHp!D7k%h?}m;H^Ol z5lFeJ+C6;0=Xe-b#JHE6=z8 z5R?b{UzQL3MwUm;QfUP0BzJF?nYTZ^OB_Dp6p$g_=1!jUKF;$?)tpn|qNbp@TlB@Z zT@HM2WQz-9)O4KE(l^Hn-PjcrUWAWupHhs=SE#5WfwK|ldNm`S&5J4@>mL^E6jB-za&3a@TkrZ6Sx%dVX-P& zSZrDIy8q`Y!c^y8jPH6}_pZvT@uZ(Ujh)UH3^+G;6vm~dvX$Q#37i-TA7h;~cgA>n zSKdvnVE^KxZlo0&kd=_c)~kN|QiYRNa1ZeEfTRE;?^v3hH2u*WP?)3r#v0L5{z_QA@P@ov&(_FS$C zlaqgry~vkgdiCjQxWE&AgO{HtBwKETr5BU6Gchx=k#1T{%*xc<&P!{T{`N_)c(SVg z;JNy3@yM|y|7q+qS%qXhb=Qg4hZh%T-`c$$cqzDIw;`4m_SE<5*4DV{wp&tYi|eyx zTTx>5OsCVC1#bs@gQmaUF?fbP`=|M|+)nJA6K!%!DnF_)pmj1=USoOa6pvzSCZ6f|*ZU=p`RI%Jh19(HkN6#&5D#*Dn=+Up$+@xw)oo_oiPk z;8X>+~-^2u#tElCrU@N@Bukn}YSks}hKnq%CQp(BAeX%um z92`5k)r($UUSltX*=3nr*M29RBl#LNJ>}ezmGj>hVGCw_r}h*G*(ES;JOt> zCaAT_yqLgsuv}2|{RW1E)APx98$XhOxt^T+;dEc3i?33P&2C7V|7rf#7ngf-YwOYR z$ShO;6JFnEbR-o;8M$G$7&_!T~xmy%DYo%S1hb4roi<*|Rv^)DVV6Q+GqxsflW z?EHAYM-)(fkGS$QgCp(A?!AM}cLwiHL^HoTflc&`DVq0)*(pr)QhM}K>Pt3!!1g!; z^IBPYxe$I9;WtmC%jEd>*fXZ*G=^QE&p$@(ObWLEeAh=)Qk8RiAnqL;xtS}2BWCk$ z;(7Qv0Dh+0?!~w(e~%dJjUV>En&0hwY|HHI%%+!;M&qcZ1^q&EZRIyo=QB3`F@tZ^ z!aBW_e5=${BGgoh)GQhyQL9f;f70>p%nQ3m6=xe#lqQ8awJk(f`DJc2B$#RPKXCiy z3C%Tm95!f}2SM(|<^K9eb=TLOCyPD|M6;u(g3fkh3hGOou^(vC^f_l=qU$@1B+E@k z{ra4a_ihLYB&U|9W{wx%LH$E>k^19*>LgRq2CNEO&gFJ|XbZ(ShwI_( z56bW77!+y?rqK@6YGl0UTvTqa-Jo>x(ckWJ5>-z-WgYBE`NB@XXR4E2uOj7XPQJ6Y zin>6W_y=1|SzL{FICT4vD9DTdJPkxNlG(*5eF6vRzUek7AkT5sJENQP1*( zUF8^_Z5zYJfnd?=hR>4T(&fsWlUJvH93R+tdoImHPS)!(1?C%@c*nKExpwkf?hy(G zGFs_0e4ZMIt@lA+V=yDxz*4L9#yw$m9oQP=i$h2fg-`jEO zX1{mkyJaD)6j@wEQQpDKS*V#JK26Wo9krfDGZGMUyUR5q(O!9kHsvjsPALQX-1VVb ziDyo6_Ht=i+EOIs8Km6W&{DuyU0$(_;WdiU_#Bc<=a6W~rIpTfie3GF=Sjte;yLGy zu*-8*Z2DKCMBb{XtJf88h_5D;9x{2bNEF?5jn;^ZzAB)6A!V+SO;zWa9Ir{O!U|ow zlv{rEG3IvnTE0DA84Oma`Y7@ zc_X|B;o-d*QeF;Vd*9mbe#F25@JK{-{@4OPVk;E4XgK6sq4<_7GrcnVf8YQob`_X9F1)&h$ZdOOpYB>RAz1V1K|{R+b4k$M23tZlgTV_KdP<)cMVfVY7cOO$oYUuVwe z^A8)Qa|Y{$_BgrNf5^C?lVXi}#g0%rumm*!>q&mTy^%NTgOAiqb1~IN3l5%+|Lsw9 zkiq6C&k)Bx2rAhDUG^ACnQA%y0FD`B{SXriFo8%pWDhDNgGSjHxpDx``3zZA!zloo zXhL~`OH|Yd*`*O-Ey-(y0XnGKtc@NVQ9Drx6B%TtW2_r+%*1#O)jqJ1WfXuMBpx>W z(tvHS5HJ8jgO>9BkwR#|_!}gkX0na28OSReEpS*P+@?SDHxaiL>xO1Du z;~MPvbE8Zu$wc=psGyS&1y&GaOs~X;5{?%Z8iZ|{1!A)lu)%~EoBbwNw z+6J_z06EY>Hts`sTCOwAVyx@(=EEJc8^NW(g6RVrypi6Ip5+bv06fE8@8$Q}Oi*4s zs2_6~L(-MnnHR-aF`j*iycV#7Vx4^WOD8a=Y>k6gt<<O=grQCr{^ zx*ifoEadct-VH=O7CDl@ZPj=HnwF{Urb*ZL$i?Ek?<2?rpZuO^FtW!S_*_Qt)xqGf z1^6`*2Nn(M$zt?N>SG{PrD=r~ZwUTa zdJ&oHaDJo}u(1){8L1Hn(2`)AoQw0M(^(|i1o*tV9l#?s8nXrWJHpGvK%z6UT|-;j z82k0hm(idMIz9GpDaQsybAihcn10M^M1K1(V*xO&I!BZRbMr5;Fwc6EC1aTsoXaSB zd?WY`Eh}xgic^FHh*Yo>+g7QRX?dvAg7&$^vA#Y*%Hmb~` z{0G^t>o;hO8eAuHr-+Fd34=bJ*Imda!Z*U^2IPT324N|pe-EiT_QbI*Ib0J-?aH2T z6(4(F2wa9Ge3FTAh;Cp9Jb8S#;|gO3VzC6Avyt3!3AZUuPzP7JoZSI6#KZOp1nl5D z*hS#>9Ej5A0A3dl&?90kmY<2lAs7-=h+taC6S9dU!Hi?{D1)ZYxfP1(B!u@QC)&aF z+ywiFrR3s))3KsP4t(CNeN2dv^Jyqp#OQ+ljK!Y0bogjUTBAW4*`UtM7Y7?hN=aMr6@BZD;=I;73cdm zbXi&|peYfu?{_*6<%a)&oip&`+h$YGW;{WoV(5bU>HeqEXBp#5>2Cz0CxB`4>yKAh zp{NIm-0>IL>v$TzfW6`dl9h=}-jLK1I1-N)UHZgJiO+Sc42r!z`#(mD5#L2I3BIj2 zahF%(Z}e?zTa;OdRxCw3Af5|Lj<@)_VvnndfGA&3dcTicsc5|mZzbg{lyi-4ev*HC z(qmzeZH#!(W}RrSjrFI3@i@R)E4H3p-qV!j5ult_;61UUDeFNp z9y~og9o$3k^r=G5TnNCPN?kl$(+?LwBI^?RChJGNTxQ)02 zoB<)^N`uUm_Mg>uY@k~&hHDCBUiDz;yiPz&F^I7AW95TZ7vV;Oib<%_5yP*{EHE# zm>3hZ91^Q~`ub{gy&y8V0PAZIp$dbi(Z>SZo1-sn5|fFa`>nl4xYzY7JtUGWh@CqV z_A^Us_XiZGQROw)Gci6b;`9_#o#EsJ?8o2>A#o&^Zmk^rSUC!p2Y{M0lopqiG@~T1 z1t5li-Xj=o5sul^7VOPgGA_ArfM70+2fyxh44&Q76Vko(>mCB)4P^ekHf!?%G9t7* z&cP^Kh=vxxVr1OQL6DAss`+Lr_i)-xngz7Ib-H1}SQso!6z%SXhdbw~L>u54%rTwJ|zY>Fk`42X`&LdV;? zE}+$+m%6?cDAJgOgs-A7P~KQsd@@ovegXa6G)z~QWS7* zG-Z;qj1unrK+=SX1p58^JQ#sNJqgF2VBzl;E*hCdfM+AO!D$)-!oH4`JH9_Ao(v-` z*R%VyU(Xf48HB@E6BL6w+0Vv~kS48373e}~x*zm9@R<<(AR8+JHEt<@iPemZ60Q6{ zhp&Us^mc}b zr`wbYZI6{ZG(+-rlg&P*2&f%~my71j-p=6-2t4O8ShV|*=C+I=@5-4PiaFB?dO?RW zy4~!zX8pwRWPA{L$tn#iyXUo!Eoi76T@8x%^@kzPCo*yqSQR}G)QnI?rXSeVVEbN; zFAy2F>}D0>5H;+P&+)AyY0g=*Gj}uLC2_&UG~R)+V;J^1?FIh}_=l~54J@$;qFq3~ zCvdxDBA9*P{t9fzs6?_fFmXLXrngT+ke1)QxI9)`cxZn`k1?_#9KIXa^jK5rFcz|- z=%?i88|7g?Y4@PhEG*VbetKhnaV{PKXN(I0g79nN^Be-eOBS#!@qGYqE&*;kxsjPL z8X@y>g+h3G8gT5iQ4O$;TC7S_K)!2L%tLqw0WESx0%XTXK}dsW=Ea}u5)rVWqEJc0 zkQ22VUStIGQNz3!TnWK(evc|tu5Mnj(#%v?SlGQiY-toBfAiTVeq_sGg0x|G!)?%o zdxG?|$Uru+O6oilvY%hE<+F+rzjyg3Ni|UVp6GsoXFb4YiXwUzGx$w+R_8aqb!$NV zB^YF2dR~NVX+9@${LN{Z0He^*&`S+py+|^ZRbpAnS%4?f#7C->u8^43)KIRd&Rk-O zSi%dfpTp>?AHt$Ra?W68nY3a4K9hSKGQA@zo)6Kvz;nRK?uoEd_lY%D^+X;lnG@N-;Op!qo%zG!LZ%78rCz%=*vz0hUtK^l~DeGGJaot}adSn0rl&*wYu66X-%hH@B z8spA|oekPa?Ev(kHqe{A_@55QrIzYn2z z8CzZ^bfFIkiJ3BiDg^JQDt)o>C&RqEA3Cop~DkvD2 zL_uq7kyFC>l`&bg;i@rVAH6Lj*HfiaDUwvIVDrBX{Q0q;B1Iw<8bHS=92vZ*bgB_4 zmKa6DcAtU(A=uZN?UhA3*g`bL#x&Nip$62gK*&5Q?_PAkdprYzZ3ocX`6d> b+ufkFr&W6uXKOoA@K0S?N2%hnZRr01W%hZU literal 0 HcmV?d00001 diff --git a/graphs/cnn_loss.png b/graphs/cnn_loss.png new file mode 100644 index 0000000000000000000000000000000000000000..dd9bf659aa41f54bcfbda0b3a6cf20acb8ce9865 GIT binary patch literal 34107 zcma&Oc{J2-_&-b~rG-|dEEP#YDf?boB2uy&Dq9RG`%bh;)x=VW7&UV?8g2OSDjgLa!e^^0K|T5;+Z zPrPYZ(HGvLvflgA7qTZg{x4r<|A)J&cN{589W{NctD|pkWti1RIkw#3?%K^Ab1&X= z&7v*n{>IAuW?9A7=K5Uz9)Z#(n~;2~t_OVj`MK_^3#*%F6yD5D8+lRkFt)W^;k?@X z1Dkk#8+nQl$8>$X%z#(<+Ob*t7^mJRiW!XCWp^sV9lrA8sBE3~Wt0{j-&8+m^3$K0 zydHhUB6PI8uf(Z`LLRU=!mCB%(5x~FJFhu4Q!<+$@3kpbI2~@I&2+8h-vSk##z9hM0_7_o!!GEy47W>>dyOxfH{=?YxvqXSbe%{pFY{PmUS1`{ z_juE8cXwNwZ09qSTKIM5i5Knt`Qe|No?A;DMy;gvjrkh(O^=pqm8`!PchJ;K{xJ6B zq@hXWz~VEO7k&%$&@meXo2>iL?XeoE4hZK`3HROBChjoVscq!(SFS(SsegiYJxU0> z;Swcc^C%_8Rynlh4VzTA?dY#3P2`4H38&)qjrLiJ?_HTc_)y*+u z&7Fq#UGPaYTCd={ax3i zEiMn@%nDax{OAxzGpKU_Hq3*`?BD!39Y$V#3V|mrxZ_s5D#8z2X{T$|=i3a#nRuBB zYU2zn1jseidAhiyuDnyK@3ICwx`x1!jAxJD4)88)G4b}1|q zhbhUY?_ux^E82wT^Hx$(eR=CAv(d_G`&X_kLnXEL-OL#K5Yyk`^{CpPp_?U5iY#3nXD4w%2S3fz?L+0y=3=%KkTAY;prh7oko$cA0N~m z_FitLd$aq{*=I)IE0(yLer}WUDzg2%A*Gw7bf9FRj`#a4rrFMMy1PB%$+$zD=h}p@ z{kXb}5l^N+{y7id#IA-~x7o6Y(Y$d3<%yQ$?={D}*zXPh@bj!vk-1jplvTcF+4JT8 zwUx~$Bh{?8_*Ef*Wi|i!WwTD33d)$=GeKgA z&*02+X2ZF`n_l;}PGokdsdcR-)(@r)MMmZDh^k*q$eU&8J-m0^$ES`c|Cdl~6zP`f zuU(mM*?yi;*~fo>L7!u^j6#+6>cU^j>F4-i-UOUpp5^O-EvObt_wLHQjoXT`YnYeS z8v7GDLdd!qDaiKf+`VS`ZJ1x`gG|SF(9?Q$Wt&opLg}A}J`*&rybU3&Wc`PTZ3hTVBsLJzMtZi;}xwmLjfIC8jZVSB6*W^R|y9XelEfnMj4 z05*5tbFWEF*BD*!27edV$+P4}hmflTxvI}=htDPA1~r(E9p%$AA;h^o3MD-3E6$_G zZl~W*TD;;orNdablaXzTOcZ*^^OVi$H($X@zQ!%7rQodf*@~^@xZQSyh9z>A=O)9r zJ*_3wn@ycqn=* zt~<^#bzGVxB>6Mw@!P_2TX(|@h^$1i1+;A*_uID8Vdz#rVB^YY;dc{?*IUWPirADh zVjVSWHq11EI=g7Rj~x?v6!Y<06L-A(LDykF?yF*UV|yu35j~C4wKA{5n^v zcOSW+b1@f|XfD4|di??^ertof4Gy4h!;NTR>%j4Kx-1tsA4Asq1&@|SI+kb4*ZE7! z9`zM_`X_mWR;WoS^t{}AJk(@8K&1cJ`8!EU57(EcZ{!F*C&u6Q-MMeSIHO4K<7=U_?WHb@>gDdMp;i(TNpC|-8TS*Q za*_$G((WsAWV#v>Y~)pGs4KS?2TrFEwM%$WQ$nvgp zbc5+a{7d&O3i-pU#dyY|KRKqvF<)x7cG(%pF&wDzig0RpHlZb z$aS@XvaIhMZ{3r>N^V}2I9S!F%-%X_4qe!G;MQ!r(wf(`1!Ji;7x5@NkBlux+Ce4t zVd%ADroZ0J#|m3VnV(p?l)T`0drT{GJmIcpa$DV8>KmPXBkyjg&eV$xkoKC5sva*% zOcpdUC7)LL7DmxD(=^RKe}dVRvwcu)q-nqW`nbb&$5NO2e6H$lc;{P)`D}WO zOOCszjYn55qm1@>MgV#f+s?#bRj#Y)kvyo7e|S z^x4HF+>A|$s!#DyNXrh&c1f9P#=B1PKzCXHb|&pz^WC$L;m}COS^Ww=RsKoqc;h`j zPrbDQq0#1}CaPH_GsV|-+SGQ4b9?QpvKu$B#5gI32K8v1mEd}*AHi;2WA{d!yRMg) zH@;<&Q-;0nrhtC_9~o`=S8VZ7vGXGob9>GKUOen!PGP{hvIgqjnP(redyqoP)+W;x zDbA)vccao23@qfCw;y)qPKlhVqR^VAXBAJLuSn%BW4W8EtDR+7R+>}r`GS#YQ8AB1 z#!iiH!o#g!jODW*0#)0$*N7{qHnN&Xok=E@1s1%%dfZg=*5{~UogK-wb!luwyQEPi zmIDfGzIE}8Cq*BtJBlyFqkTkLesI8RwnAo-Z@C;K}7^z@C2iMG_Y>=7*46J_EL ze(bV2Nwyi_4wpF-D?qn7;6cWOD$_c6-I{R@k_py>_roEE2b4DKlWjK1l(~OY@1^^> zc#q{SxtwNsQ(WCjvg3pUXIQo;;Lv=N+R!=Su)uUqeN0Pxv)Hez3U{2I^rgt&cpB}a z9yYIVN82(?Dkb;Drjiex>6!N1hNi=`m<;t7w`x2xNIIA+&BVY9irUFnEzSAc`Sja& z@?cDMo29S^)&(4)u`K#N(^nESA$I4Z|A`R7(qj?}X|v7N|C;H22elJ^T45(@FE^}-FO;P1kV@k?c72+E$qK| z>P@r;LrSf*+GP2TX*hBo&fPIG*fyxLuj}w(Ub~b^!EB`V?}~T8>v~$%eNId5{c`{Nl+NcrS~bZb4wg~OZ**IuHjE=RSPRMhZXRv# z&9ty4Iv34UbyWfaRa6=Fw&&i&_UHA=F$-NeeXD-R-t!Ji1oI7o(V0Sfwks8SiQlh; zt0n#>mDY8a!(p#Ee0Or4kzKlX`z6yv4ZR2fJ^zdY-gV-{k1v!zI2=$6($3e+nQ)+0 zP9(08CPwP%me`t}zf09fSvyzsJ>ZE%@1@sq8c*}G$!pTC{CunG!UhBB0Q)!D+T66b zy5VeJa;V#eb&m>E8To#FRyS5eh`sIDrC1|A-lj(Rr=@}mYa$8ddx}~8a#xN|+N)@6zJxmq8|-sX=sv$-sgS4A#FC@V^guO&uPHp z13=$_n%5S0?>^l|=N?Z6oc*dMLq5<`yqBydZAgr^DW89$1J!1~X?>KC{Y(+z1@Mt@ zlX&wum$P?M)L7Z+!hrKMrKZHOO!k+#IU9s2=u8lE8pMCs{I+-#A?-DpniA;pC+bh+ zW$wFx8Pow1Tm?8`I}YHS(PRE6Gf&*1fZyVG;Aac-7OrLT{zvyo0Rofm=Fh9i@T>l7 zu{HeD|D~X5-Qn{Fg^$OF{RQ?19KSsFs^MvdL6M;S-!SbLjTN4Onfe9$>tiLzMvd3z z%HOzSpp}PhNjexh3{(UdwEp@6tZAk5%b?J>R3cez)VbVkrik0VjwfYBnnmi<;sG(& zDRsiE`m8F&fV9~BuxvDI2pZsC%;PG$O~cmdH=MWb()AZ22g0hcuav z!7AVHJx2u$Po`;QMg?)M7ldGIYci7C8y^A)-E_TjmR~XOmJw3qI6ROI;D zB$+U+pX7s|s;c90gE3THLiVHh(6IPY?0ltM+siwlG0Xe7}IxOs`hq<00cmJDf!SX(GW-pI<%IlWXzT{DsizDVeSN zT%->Tt?XVK_Yow_@;}V;AT{8hMk4s7Vsq{H_C^ggv7g!Ijcmm4epuiYi$M%6dyZas zKlyjYfCcF--g~DIJ`Doo7P#~wX-}2>8vy@FYj%hJ=`t-Qst%{cPwi_w^#2!O-io5- zs+3b+ieYQdS)e3TE9PxgKHYA;Fj~9Zu5IM9m=7vJH|(cr0MU%Ic0D-5B{z*GY5^%p?)MCZE#0W7XvEy#! z8S4lGTR(Knkb?7^T(UYAJzYi5zSk?ZRHJO$;{ES0x`Iz#n*#8XBjvW-2?fCB>wk)o zl2bo$P2cQ67LR-Yl<68NYN6hxkB7eTNY?;<&jcjD+#oUA2~h21zhRNBsXra+Wbm)0 zY`}B9UIwU*NbPcjp=<2|p%LjfRQ2T#xpJy2XBy<2uOKGXHb^eso3VcG}(A*N1tA zlcxsU7XxBlCsWyC*hL>#f>1I+?10K*I3K#=vN)#u{l&h-HSu##s5)GdJ}6f&fuz)L zw+#Et9vD?wyS7B6ByMx$F)DX=j^9Sd;Cy2vNM`e4vx0ZvwKX6(ViIUshVPs^yfEkv zAZdAXeO4d%$=1>(B&dZ}8gR{j%qCX~RBSu|{e|4J0*_SjHR;pFtk)JXUI0^k<;EF0 z^ct^TW-t34;_e28i+WCBiPx=X`^!8l>N?q7$4|{p;=Wn{KhMv@b~H$o(qp=Rhw+-j z&E^44LzQaEbYZ%upx|)wIBe?XPPmCT6GntWE+gJe9=#-4ma*ZUFB zoT%tVSVk(}<>9Jn*s4qG?Ss~!8kFZ7&^mSCFqu%YrSI^yz^@D@&jy?j$p=A34{)dZ zvuJ6B6RN|HnJ^CB6`(}B=?s?d;E1$Q81;;%8wp-D?nsl<54g`;%T}a1m@tdU= z%6C4>@O;0U7szndRX%iEYm(3~vO&SK^Yj-I9N(ouf2{~Wp9iHH*uJ%Stb^7{fY+6( zqP-_Yn`#d45TR_Rs-sD7Xjr$%W-Egj{5B3|1$LbrJJr&1V3g9ls1XU>L+Ec zOA7>sM<;}>2CdN6tvsbZ9LUM$LAq`8Cc)v@N1>C()o;G8&y+N>d9K`#XFZo=-nh&m z4P5S}q_1wa$@~elNP`0h63+NRE#TDU^=#MFURBJj8OLWvJ1O72`~sHKS>!tUHQC98 zA5z=*;A0feYkYd+fe@V?L2Vt_@;A9P*u#&Y`{w~p{(Yjtf)s^M+R`^hYeG{Qa>_UE zDIK;!NJ1T3565Bb^7eKPH6Vst{cNxS$n$g{w#{)E25Hi;7onm}GuU|mV|ua9nRs*u z;e^Pe+?Q;wzqZ>4-2ELZQILr#!FLzf*f>nKeO>tbTOarls_kE)+UUhex_s+$@&WZ5 zs<+gR@#AlNX3*VsFJ_UhRdLIQ zg8qgkH3+U*8!uDw_jg2N$rs)xq^wRuks>wv2F{$vXrJ|{4dvQ&Fp*Vzj5?1A2jl4L z1@ijzXZGyJLsw4-n!F0~?uVwK8Y%cQg0S;U637BrAUHS=P*37sWf)bI?_;_0>rmKJ zkYaSnGkwz_+ma^l|GYNYs+nad$^u#)lNhTug z6h5Q1d1VfI=T`)h;@lT%eP=YhGNC$xP)OMr0qLiVyW@zqL5PVA-+cSCG$_df+dZV> z^DT;Oazo^9se|gehrUa0qIg_60*u<)xR?{rg6 zorLRoJA@Td(}_Ti=bckQ;=3&){V{7tlJ4KSK=MRu&Gs3NPBpdT z%RP@u>bJXKG~WCj>B^`U*l7F#G5@4~k!|wdKas83 zX7!feUosW|s&5=ggVK461Aa^j0>HK;5-T`d=0=u2r^Lwe&9C2nx;t;NB?uH)9aNzx zbdl7(?l%m*7+>sw4f4D4NIW4+!eMgs_#zaxE|A`)RLA%$Hf(LgnXPw>@4kvXivyWe zpe9(~rmP)TG{(|X_{2DrLrO=Z9FFq|(Z}~z=H+B@BIADC*$e3YWgpNHWH#n}xzGAe z6@9+cn`_Z()sl2WD_x6Ez^-F$5%eXOZI`=YrLTk3nt^+j=Bf|8&(NN(%zL< z2hMz>Eq=5BP}?nd^VgXm=aE7n@9RfCKx?j9`Gsz7uyd-vtOuWE#J;%(Eh6WZ45e*h ztR5@>`ta9qKK->Ldky3MY zr_|GTyxI-EB!Gmj!EusrH(PJXxYR5o(K1@yMoZ{f>xm<9MVgjqP~W?{%;Tp;npYlr z;O^Tf>*OVvo7pKLE$%j3<-w!$}a>ldig?}vY+RSwPUId_hcgRv&#TY&~U~R)Y_AWld#dnhtke`_|lIK4b3n;t*dxax~$ye{&a1D zXi1ms>8_j_<#*@qgF96K{!aV(yPpSXi+tv8Cn~H`SSmh+(0O1)FYJ1>nOTalgK~r?!bOE~M z5f`tJ0ady-x)S5qWm+Cz*C(WG4QfAICwnc+UUV5*(t(5&jg&aoG>lW9gI1oUrhc}G zU!Q%eDqyLL0_HX?Nq$bJ+dS?R+fU4$l)=ZMCMWCuV4th_G@hTK$&@tSY}ntA!$@ou zgS;+1U~p#p>5ixr67`-q?)I>`xQA=)YHGcGtx%-j`8&uEihw$!z}IpK7s6@{lzUQK z*C*4nHi!sA6P6KSa%_|$uTZW$L)UtIE>h5RLAeJcN?o9spNpk#TA@n6=5psvIBX{s zYwl--H$(YJ#EwSAPhqfsv~UI!tX-OTToK{2*`F^6wq%>s4$G|}><$|)GS+$6Z%CIg ze-E$+G8fr*I{_H3S$m8YWTO#O3~NxcO`3ybm#4Zil|oMQ>>RH-u^22Dw3zKk*D2vN zlMB_hGeb8g0~`%u~k=oW;Mz#EH~W>L#z`LRz-z@vA4u&mTj{WRa`pKv9c%Vwg#1a zZ&hEaIeNh0B!kZ)!0L{ES0W!{%i`bP=D=L@(W&&X?#`W07nX7*%`Nz$lCB(f{)p%P z|C+JUuBH*CQP+7OAKlojGP7$h_vb;G#mB)Bbc6Tr5wHrN|4>6x`X35liTs0H%0E`d z(Fv!i@jd(GiIVOjkfn|W(UHBxmSle$w4YHci~iv-)7zD%o#pvsq;r@~br}5xXEvs$ zi<93ov1sokz>|E0o0i?77Y5{7FkDa-Z*Ee!;E{;=}+>jCvTof5`5Xsy=)3{k@TzpaN)(x?m!^_iR$u%c4uh zq6oi2zUPbsybKCpmB1ryea<-Y_AYdregI-#B({-O0pVxfczc#DCQCP`daNopM>aL=JYkzEF6)v0S9dt~}M6|7(1P3!uOu4)ywq?80MT5ufP!R3Z&mP9-p zIQ=r$ynV+mRzf>81$@4w?|Lkm+CD{vcZ^?}0}>70uGJl1WEPb!7E`X3zY(g!Kfg+V z_33s7n5n5vZ6~vQ4FkF9IJNCGCI8lJfd48K{8fg=JcObBbP1V_1S(vDfr4HP($5F zey?bxGH=ao;r-LMmu#CsrwAGeAA}kDIcI(x+RA!01ZagE>S$UY!KXhKFnqYO=3|Bj zoW`L>q-kGyC^7S--tFce_$So=YOSX=t4Pf zOdI^(-%GHP}W#+Q_>!3n~H!*$})gJ%e)A+pvt_WK==-QC8-Cr_wk!W30##6i`h zS4Xdi+M>7oiuI=?Sgqn??_bhL1@IW-1|{i`|-jm7dMHa*aIe)#UguZsGT^4js>E#R$Z-d{zpi}0BLoV-7Ha}w^w8oSl|ElPe09J-Vo#YXH7i&{NTVpHBHH+ zB=9oN4L`T@d+_gh(=!e__Cfu)>;{Pk_jSNelDh&U1`U|^d9Do6&vIr(-jLkEJBl~-RW7GdN@?1@hC?S6IF-xRpKK#JrKK1Ax z+()~1Tf8O1iOF3%_0CU~zKWIMJ?VE-Tja=!tx&&=QTdDLjJI#OAq-x2U8Blmg>-mrRCW+%CTtw>5^gHL-{W9f{;-Q%HDmbB@^9MS57j-o5^`~lZM~m3R z(GMWfWOPN{(WuJh;(4`5+W_y@Vtea7$_q=byBg3faac1Yu*+MlAb=e|;Lw2)_S{(U zk}29+4T=Q?e;K;mDuKaKBPxPzU&vxd9&Q6f*e}q2exg$;P!_beTytC2%py3C$_ImM zT1BY}o6?o*23uEY^Av*m9DA&VZAX=`J^7hZ@R*^Pw0lVv)!p>>F)&S9y3~Dqe9%YM zq_&J-_;VYk$_0FBO6O@`8#*GWOAEG0OQn&uXG+-GL)Z56^^u$p*Issmlw$*=bz#Z{ z2rOmun(2=`Or(X&SfsgRrM7~&-jxPE(am4Re}H8Vptyku#=Q_0LQ*N>#G}G0l^!GK zAv&4O!P8WgjKlgs0=t}U;b>$0z=`Bol=Z;kFRYIz2D!U^5tdjT@wvJB{*tl#(Y4Hi zeoKVMAC7nDrJJug$el{&kP__&alXr!1TN~zpGCMD3eRL}W$F#p>|p*EBD3(Pp*-d$ zc$p5sfscuBOCMPUN2K&jNnM{Whm?zp^IV=F0rFMk7gngP%ll_9F=Wv1V|n)=7&o#< za0Eq>pw-l?bR*HhuDSi98o8B;dj3BWo~dUPhbJFG#3oAwn87FDzkLN3{40>BDs7Gu z9H|pc*C@$uMySRkR}EnR>ADP{RJX;nFuMu|efDJ7PqY|j1JuSx*LMU= z0usl&gkR9z?;3Z{%+0bV4;vx!8Ks4$pew2^5vWa1N4)?2%e}6GwZGf#Mt==eO+n-M z))OUcJz3x0W-=WpF*8?E_mlMN80Ot1kFZl6rHdR&+GjCx z#XBPHr_&W4N454R-FW+%l^b1z!}MKY${+|U1&Zt*ZE9kF4>M+StHnG7tg;Zq&;pfmE{vC1I`ZqT z2Cic-KLt_NmKHnaQINqSB+@>thmlQEG)4$ukXaN?3_S^&lSO;k6BHdW9iXH&iW4tX z&|T589;|%o2#?H-qr`sVj)02*C|*B*e^uPsdA^{-1AyzYoLq6#uX?bBZsiJ{l| zVfbQy)0yoCVR-^NUn)D^#)C(LPgG>&)%lVzkaF-jNUEJ6nA~WLQxx{}*IX7`=xiTX zjr0r~)&8tr6*T{po^5XZv@hvSvT_$ntaxJ3t9q}5eArInsMI7c0_*Pt=3)VAda;wS z_KOWa?zlOJ?RB3bpcAX~AK6fNE&rJ9&5c7Cr6%V*)N-JUJVNZM&wa7J|A(4fu`>Bc zC3fHStxXDI7Mr4V-PBrEZt{ypN^pGxa$>F;c@ajQT^(@(28B)LzQjf7eCyJa-MEG+ zu&Zz1mB?X#?K8tc+^XZv>VzX~A!OP11&YfW3klMI-Jpw4Ftf}6Zf0!A%LEWKL`cY> zS|P(KFQR?fB0aQ@x`6P+=FQ8YozM@`0|G*b@v(L8g-XtichUf;Lrf z>e`D=C_a4AQc6Ob^?Q}Z0 zgCMs|y=^8V!Rvk{+cZq;!Zfue$mv<-llzA5HW=nUyls=Q45EZiO(3h(;|R#LtY5Gf zy4$+8D4TKOoBVnG{EQ&SR;4^(GArG7xBWb0#T_=ZKqQ;n+(AJ1&r~6J-5XbV1)4Hq zaq*PQN`orbi^`e6jpDepUm|xy7dW5?XBV6uYbfGuC)v*{1)AL`kHULE)TUhZxL4Si zf1qj~Aun!oW3iFEhY8-ma;STmBg;4RU}ZOcGts)rKE)NsFrUBsYpemnakbs~)>ve# zu!2?ayXr`Sc7{$f$`S%yoy(>oX_@M)!Atlx+f1$wJr~$aUsJ_;LHx34Pt#nyLqSf) zXEMbm1V(s_m1Ke(wPACk9Vb4Xu<@sSwr#?JKB9!+h` z-^eEc8Ym_>4O=)HuzQVS1s|rk4S4HpU$^Eb_Kb+2ltF`l=_?wB_2k?a)W>|V7B}+7 zMey$1LRl1rF)&D;iaLecPhcIHKTSbZ#^n5jbxs@Q_WlJ|!w;*EC z@}nGJ0>HM#DQL$_veIn6RJp8j$n@7E&R<*s4-?lHY4R4)v--)HDuFo7W*uK zWUd2b)3|s{(splmjF_F(=Ekb@QGT#j@C7zT#P;-vBLarKzk40r*PfSCL06Tv< ze%&eM@bh%#K3vES_L_hb=7|ac3tufJ`PtP8s~}Bd?3d>C`j#)X=C1u zLDv#=UoMvm*njxz2~&ciZc``U!(C)}m%1SRLkF{52C&z8CP?yudAvt{d%AXGO*vg8 z>4Z&ba|y(v;NQVRw61UJx`h-}k(R*zzzaE*rV*Gi>mUMl6=c9y}>mVzcLoVZ!sR=;vWua9RsmLg_>ML$nOtE;=ZIKc?h9w_)Wdus$P>n^T z>=j=-9&KDq0J}_o$FKAshN_df(>f2OJfOL0P>xai+JR&}Qpys+@)0ybX#pbsEd9EtF-?n_)WK;5$GCjpo4HSbI8Vp20D$?28^PC(}& zz1aj3c@Gec_$T8DIK~wXP)7i=Xe<>{uXj61&)c(ARYVuGiwrmwhUJ+r%qPb-K@aZ% z>(Tl+=1ZV~+!w)?VvrNerAG|l_a4ygIZ6VKCF;W=rROu~j?d7=C*3&IxONLHS}$Dj z_(xg&8v83X$$$41ql?gNV$$%pjNGR4JT<(_-N=s^MMJL8>=$fDjTri$+wqd@*5?dI zlx@8({D~231!!#!Mn}%p6eEFn z2Jl$O`US&9&NTCA~H`$^*p~!p8$Yk@R(KO+TFwvOJt4M&Mz! zgYc<)v_k2G@x|YUG94)8uhQpmU#@=U-EGDhDmwddduJJ_ulXRUK{7$DKyc|w&Pc$t~ zxsKlX)AFyARxhRV#MTkpd-*=wI|Iu9MxO00YITKhM7nlXejuwvH+1ifOOw^?V*GrG zcNNiFkuBcagwl<~uACGUlpB?yE8=be=g>Kh_1auz z`*C*m7u)I*kT%J2l(}e?6z!0I3b~3EJ==Pdj_0(j={~c+5aBRhB6bu&lwJo=eJ0eD zq4hhiQs}zgZEr1`!|URmrn~=k=?0A7`H~WyPc%Ng+ouge=M6~pS^V>I--)rlMo1P} zAVe8T;S?;?^zMbW%h-@rx=;s;OV^<%fg90-z)~3`K7>tv1<%<&`(;(ZFFHV2+jwjm>$N^Df@G3` ztb{_4H_OKiFwKcK-(B~2i>8nu|4C(;;a@ymT@o1CQQEa{CPxM2WL*~Np0*6Pf$q~#j=X|5AQ+#7F|B_8qkxTYg-nl8{5MIaF;Tn%5rJpir zS~a+mX7xWzPr(%uErtuY+t}u12-&O^FEboD@0=*kI=fG#caXh3iGP)NhY9C@){?~u z2>8p{j{MwzQV`9{2+I&1s7QPVeC@*Wu&M?4|0RFyXSj<67vQ$mqpVFE&zz``x1;0- zs{Y<1y)kzU>fk%`S(N;#n5{lxLptxx@fO#SoG#w&*<~8hh1x%aGm#Wy2IhE?4DRoxS6`Tlq~fmimf_8hc4$ zww{izV0T1{Z9zROYb_cpPA^#nge29P(Fju^)9atHCE__=(C01sBPr_krQ!uq7Py1! z$Rrdv$H~~@dvgs0G6H*EmZ1Qu5**Sed%LEO^?8u{v;aw?vuD~E*GKT>{oKBi2R%%` zw3Y5Thp2XCdczn)<&j`sbsLa$1CCw#_NaK`tkK-oa*xe=IimL2WSu+thS<6zN!W&> zv1VQ+BWlW#gMx~{*~bun*-by@TDD^XT{rk1?OG_8O6l!LGb`S?)@jJp%$>CaJQ49T z2YSEDCxb^N)56G3tJqJMWm)*?tmU;Ad%q&1oP0aXd+cTUrMS8pUok@SJIOEmSxR`6 zI*M1IuW;^eSrUII-$C4)#?F!`XCTW+HC^6|B-QBa#sUH zJti(UI!sxveNu2Q{*{26kqgGfqcIgLkg|t5ZvHdRcE`xg!YCQCm}RupakBZ4i2{RI znvrEBa$7$P61Br=GJ)NahwyVvC>pIqZe+X@jt0Yg>VNoWsBPwYVEdmr0BCFSJ}3~8 zb~p8bKeNDo0UmXsO2i@M)&PSIQfTiUVB+{kH|C*gH9eBr2a_2B;V^V(e~9V)p-hMF zN#LO_7bOhdh2ceWWG}$k>`L#7=D%PMp7hyUaZ}i#_8)4rt3VEhl2<3wjFOZ>4y%k9 z%Pn>YNf@dwUzyy8R`ehLY`G$PE9h=HZp^aoDjKsv5;y`*R1X$v_5gP`*D#NVj6pRUhcyKB3#q|l6?oeaL&7%H2ZNhT3o{{dExHX z`C~~bDIA#C-inO{l}0VBRWGERkV$o0Cj3`ML7=?u`mY!E;sXqS^4=uCysGqD3KF>Q zxCdzYn=KZ5U84@na)eBaH_%A6TjmO}8?ZKM9>rx(I{)fqE_ww8Hmxh0SAVe@|yJ3jwftZ&SD)=CBIalJQ(b>i=pcu@-4e%&ezE)@ZQT3R? z@npRnWEgSlg6cu2N)#*--5lJ2!nPa)bSn?UvsJ?RC)(FUj{{kqP1hXzCc+=&zflm0a@2A%TOS?Ap+v=9wnabUtMNVUm^In zI}1&&D17@mMhzASKKAYh|GmvMZ7=V`jFdgBVE8QrP8By@vgwxukm0ZiK4Qh}TQDs_ zWr{U#6WUK@k-_E3dfse10!5|u^l?^2X-p_RYNYK6c_r6`emJ0v!+Gyy?`A&kbLdzl zWKiWvZxWwo$tw!TS% zaH$++U;0F8E5pRnzTD3mHR_`C@3c(l1FS$UEO^3hDyv{|_oFxzV-uVlE0m}zoBOsW zbt&^;_NiXr4wTa`1cxna24M2lW}67?^u~|$a%(810BC}qZkbwiNYh(pF03j1nBq>L zv^HpV8U^l4DQI>V{OnKof*ZdE4SsJgcAU0cBs7wnEwl}uJTD`)s0agroo(7gnF>#a zwps9j^uOGDN>50=@{KD01S=gU0Yv!`2R4OoJ})mK$8BrEyU##rTAKWOxdBNY@YkM& z>mI+u`8+U1EL9dp0bez|*?MpN%ihq3g10GiqF(17*{>M=wOM8uXXjC<61zP zdrF+LD0AN#%O6$1mWCZ1xgc!ay>c!OvdGWbRa~gr3}-k170qx8U;~t3IJ%!BZ`r`E z*mt#0N%{B_KKiEK1<)JZj!Nkml|u>}1z9i-?V4I(|E6O~gj1-#(?OlIOgVNi9Yro` zTuiTHYb{a30oV9R)|fCZ+xJ?eCsj6ej^wFQEUWRsG0nT1T2j zNpAWm^)Lj#zr*K?o0&$j&g1=)$cHne16m@bcfuGr zXXxe^wVUm!&eVq|YJ2sS*5IX(J8wlCumeEaf)=@~ zZ#dVCsOaZS0Q{2M4O8!MG2(;>?of!gT+>dgbipS8xS>?R%|IF0O+cv77`a!bF@#u& z8KA;y!BU;^EC&Te58!v}+$$={e{xcLXBp@>(nqI~-l{D$GAj1fU1rEU1AHGb)p``v z=rFLWzu%Fh_{a;)H7j6D;0`+T-bs4(^IL+Pue(&~HWEsR2#A&f(nj*wmKaJJDv~7s ziHatiB@ZIyj36Kgy++#+#DaCg%Y)N`(>kv%>_geIBj?mB%_AG5gnq*@G=}|O9{+Nb zSaPO<4Gj)g!Y2nj_~WyPtkn~36F#qf7NOyHfmt&Jd4;@*))Y5kDniO8pNU+=ok075 zg8>WMyUe2XEHW&-JRk_{;zS0)Nml_4!-8Q_e*qA2jC`QgT37$oy z9bGxZByxDON(B`ZZI)rDb^<`8=z!istodk5hJ&Pwbn>^JkcV>#F9YjLajEx>E|Rf8 z!elkyNh#EK;0~HK|MUJnN|(MFhX~Oe2O9of%z}LLLytAmS74nz044s~)h9z{Z5c4i zGv7s!lDl1(r!0^&aM#xk!=a=WFbJo>6vlq?QRr*3E!7x_a|0=_Y3Tl@F`WZU-4;mo z(*=F*+8lI>*}ZDd{&mD9`pz|peN6YZPXsBS6 ziJrE2n^67A{-~!s=QKNP92|p^8b(M`c>CDLazG$o@+<2^7Y zSP64WCa|Xiy1%MHRwZXZ?r}MIjVLx<#$y0$ASG)9I;}aSok@+@ke3DaQkx8X3dPW# zJyl9nXFxXQieIbM)R_-s=6)Q<{5}Ppp9kihNB`II9T}ws0o!;)7sn7c;S0CN>9}#l zmQ~5j@nLVlji}$aJ=;;f>V*x;!vG|7ePLw3Q5T8~3y_HWe7DX2np$uEcmp+MFba9Y zjqwM0=A;jXU~x-DKK5ZxiAS4s^5FP(13s9knr=x}DI3Kk;vdM%q4cRWXjb|3C}2)9 zvw=PK1ttsDyX~5ZsSpvIO)-NI?IuK`IFE-pX8ezCu5;aeZ&guUwy&MIL;!^1Wb-o*F)y%#&6wGx)MDCefKpRYFS%Rwn+H$1e`)!x!W)bPV z!{Fr?puPzBc$hdSbQBal+~S`7QA2FH)$B@{kEYQWFlbsPB@d+NrJCg%7__em3F)=! z2+~bP(c>0oQT-vj;C-d3A?jeZ1)9YLwsY7l5haig-2*mIyfvBJjhk9QsPGWC8tI8m zRq5g=W@X}^B5n~xL%Dcb(T^vgugtB0evskUkK1A<=jw+w`|t zLBDG{ny$gYEUb~fwDa7(id$_rGo5Dp4L5N+tq!I?G2sbIqOVy%aoq_I@Q9?2W!+AE zF#w~SLb)2og}IhH6#w5|^6sX$x3zR5ZH1g$U2S9AKz>EFs_alnU1b=Lws9V~hAYNb z$OhQL_I(t%4}aYo&H#|7K`&ok`ulQEi_k%}eKTnAMh?uLHkM?^|7NxhcJXf`<<5gX zr32sxIW}xRc5)F}5*=Y~)+KcvsVyL`7Sz7w?)lHrE5}LXMWwOs^RU5OXDp*25wLdJl2tWj{PIFZZJ}p zd$bH@+461wDl;~Oc?8Pu#Kev`49Nx%AAu`}0($_YDe+Cs_zz$4B$%g=7oB9EOEs*rm4fSKoL{S<6u8k((_m#~Vmw9}t& zCtg6FDR@sv7RtKK=rjDz?4{y0sNa%2>7r$4?aEYOM-I#EGP?_pY$Hgf3cEz z--G1Dgc$+~as6l2Ng1>GXD^T5ZNObvgNX<$sNVbOC*_Jt_|HnNPvscS;4Tyw*VjDQ zdy;Dg-3qX_kqb|PtW6>t9$wG|#{A8Qw=zKfG0xW2^oKA1bltlGm|p@_kDs9>>_!Bd zK^ikq9lCpv{eR4GdfK%oujIW?h>5Feo4?!FvF0rF8o`b`ds`p@XO5DDKxO3rdo+qK zXrx&E_BP}l^@Lo9;RB;m=O;GzQeHU9o%N{nrY+A>$ile%4fFJu*QKJT!Cy=XDQ6)0 zUE*Xjdv*X!$KP+cgSG-36cxN+(j_b76ML(Ek@<;NC{ER|pt*Cl(L+ z+V%|HR^J6!i*ESjoGCPb#3;Q|=}SV`IBFH5IzQKfsXIr}`x18IP1JXEOnn!TE)0yr z3Swx>pu%(knJPWr3*j~?QSD$h`>21NP^3B|`7Px24!yGg!=c!VL1$?_G7N`UYW-wMJ1FZu&RTu%9EER3MJAfD} z*fMU<{0Fc-nG$Ng0$%DtQHLO@<@YF84Fj>JNEkv&6^vm_fuOsvG=`E$c@uyI<^d2n z7U!YzE4y};nJj8(7YAW;8xo}8BUUrPI&lQ|z6b4Nc+TaU8&J8H?vSB7xdr21Jht3R zT_Gi-SEIv9OffR^KMwUzSp$mDg8b(k#d2E;2aHr?Pg=@0!3Yzm_cui=|D(4gzk_5^ zrYl}=(ZEzkEbodT*y5@&qRn7VOv9ftkb%9p(o{Tb{>a(*_D;>el-L@?i}&w%x&$rQ z8ex#u4fL#GF1i!Vb0Ul&^cUvhmMQ#zD&1hNu#`HML&I??*f!u0O1Ym^jau1QfGWD4 z4~aj7`uNZZ1>0~I&-NJ%68dR->f8s_=cPBD4h3pl0_@MDd=;=F%wLu`S|i=iTS=Eg4Ent65{5HS|xz z3;U_*vEb@o;19zGlF<_obVOk@LIif&1;ScoNo9aXff>ofKV>Tf5eI3&@BTe6pVP8I zf&n+)Lb$r8^Q&=LR}aiG4P9>hn~~G7aI+X64{0O*ncCa`-5X?accPFDfa7dPnd?LL z&I)9;@|g|zjIU+yGFWIlOkbcnB@%=-1P!M&K0(o?zUZM83T1oXA;44t3junW-j?1O zyyHx-1)6>dU54JLFv3JVUzZeiO0jUSdR48$r-F?=UExWI8OAmOVVMpXyrMM?o<}~K zF9Rkp!u}Vq8M)@{>NKyx#Q$GXCzErv=*<0HL>Z#HEWF48n)eEQDY~PUp;` z+ww*s?Bwian4;){2}diS@D9%U5cr^sfI=|S(@q_7>+h3_3#8~w4^#};gfR1y@ z@afL4-xVwSU~ek2<`RWc^{F1x;6N->%e_ZQeyD5;Zve;2hG-88FU}I{As%YV*bVXA zw#Ti7FmIs;SY7H|(BA&U8#d4H?KMD+8ssqG)Drb4x+g{;Fepj%N_y(5e4GS>_%NqK z8EZ#I4o$EUv{BRlBGr3cS?CHs?tDD?t^EG?odCOMtpNYSr?N?+9D+IiNCK~Sd$&E^ zoZLn+fR>og2eXA-n23x8Nj`S3KaYi^k7d)v?d_!W}|I^lY z$K||-e`h2za){_q8Cg+BL}((FPRB@7ccIXrp`ks6BQ!{-f6nW?sQdno&-J;k_xki6;h)YVT|4G{CxxRV0vf~X{tVwh7mFoZ zx0alVv6-jt6{ziz4oaQ?7%?u$AC3UADnh);7~Bp8P9lnTsk}U!>Yk~k9M z&%lIf-=4y9vX@O7k)dDuWzc`B>_2%|&jqEnM)x)F>I;bLJCux`3reQW8}ii}@4IWY z=6($_BrLz$=D*9=E_?%;W^nvO+<=e&JxQWG516*45sV z1@L!QmF1c@mZ!|zq5Y`eVg9lkp;eEsLZU77lvHx5VoN3(!YnD0u0G$Q@#CFs*5CGu z9lC!(9W<%Lx^D0T9@KBHtgsTZ`Va+I1xqt=y~<<5o2E7`|B3PodyHJDkpw;S4qMB2P^1Kx-vL-G_b(SS}NYeV;D)8G&_GrxV4T<2%|ij`^cOa)x~ktLa1z8y@I(SV?;Ro+u1h zC9C3RDWSmFwRnh-5)GJ1)2~^FzU&M~-wSRQ6ugReR7^r*|oSjXBSqt|i7L z@M?Vf*|y<0Yq*>C3Yz3L4du9wwB0&tkqG%s#Yar!>|7uS6@WH5EHfluhvW_D_Z41l z`gXT^ZLj+WR?)3Z=J0Qrr%jjB>dl5!m&`$ZOB+asL66TZ+-wdDMO0pk`^SdYd`NeE z&H7Y2xj*0c<{C3xW^ToNV@}kuwXCw)Ew=fQYRr6RpfXgI9BGkEsA_<5>17`YC zfN!r6n?H(l=KWCGDEH}b3iO1qc?sXbA2U4r0OFm&2trKTaOjz!D-famh-|RR`|j0F z;L_=MFyU?lfpxeK34=w?hF2+H@0A=t9EC7{RO^F%xiFzij1F65_i6D} zl&f$y&iT8hH@(eBiB)r+ABWh1TJlX2sLzuG2!uj5>M~P1p&eCcKgWha^19+BxllGf z=$|%cf4kjPvN5>Jnw7=yd)sPGM+VwL`wvnqa_t4m`2A*5+QR2w`RU&w-Gge6sE^V( z*cEabIGsZ~^{FI{WSPevA_C|v9(axr!;lA%vX$jeSNOGd-1Sk zb@JP=*UcgE$e1Icj4K<1t%Fs(RMV%smdN74Mwj%Tr6|VDlGfnm0VvRiCt|LSQ3LzS zl!QMP?c}6jlV~dAx%Kyb*sHP$h$dTOUV2h{p44^R%YX-Edqq2VUn1Bu^u!v*6c>M0 zmbBEhYZ_MZ?<>O=Q^%lFOo z$Kf0iIc0RfA^NRmmAB2mkU*y!7%XonkNW3l|NV`*p;e;AQL%yw0z%@MZAmf090vMJ zp>f(ACu5lYi-3_@Q*qkvXkMNCI2&5audXQ;3V9^h@2L9(M&f$f+hO^x7t^*Gy_rLX zD5j$K3?Y};GRBdQa@d$8EIToC0!CinpzFSZGH$py?Asiti{^F9r#BYK#QqAi*l7(G zvwx^z=j|3-@nNd3LQQXyw#tBaD!Oi-owdK3sPymbt)=>lxTpiXXytULC_GkDVTzO0 z@s(Qt0Z@|q9^!hwvUV*;3}YGiOuiD(KrQNQuZ_0zqZ-jZqgXXWK-~~m5U>dnZZc}h zyIpf|#>n9+lqn~?(>8|Zi{PwB=gw#6P$cH}!+Os+ul!}?UwbmVR6mT4OVYo@01P(kvnJ&_xFc_htxaNGZ`n_K?OV|uo64WkC7*xAL66%D#o0@FYs_-S1-Z1Ri?59N zqZZyTONx;rJ^+@JZ#AtCZX9WVlVd?WB@47E14cS3@{ee1HC)M?-s#&!a>qjvJ#fa;@zQ zhUb&1eJIdt(hqo^#hB2JBuYeh^rrOlRX7$Tt#$`2LGt=ctf#S;dEg6QjWma(WMgX| zPcNz|_mtDI5lWbRsYSe}H(fGo0HN@x3PUg{7u1pvZPFt5-35)o%%3kKB zO||CEg>ydz@jcELcTyATb6p_AKXP7MQ5PYXsp~c3Q+`tD!tF*13hj)juL#vZ;N}?=eGBTk1~>Z779vg{Aw;Twa+OcI@) zx@eB4O;`AF^t_G@vn@-bubr3i)6_`$;n@e^?*#dtC|O1>Yz!GlJqt!fRC1f6!(@C7 zfYfDzop|N9>bJ?(KOQy`X>EI5^Y<7%%u%m?(aYJRz}avV#%YQKup#Q0C76$8uD#v< znu>W@OaSz0>%!GZRMdtfl4P=jY`b=aDki!5f46fA)oQFM88NShpnxN~OAD!|UH!{; zoFgIpSPv1yB#J=F#er^}lO;yFfouRU&fvCO@1|G06+4JV;$vG;znZZ>FssfkA0M4% zlN(8UR3?|KqbZ)=$+r-JKWuxT?DrgFoU98Qj9{nYC~RZjPcR+3#>yWv7?o`2PFXZ+ zdV#Fy*|T`-X+Wd&FV}e)25KIYBFqKF|29iWlTL`{Pf~#sg&2p%@2+DGdLUO}smlww zJ9xjO$c8KuY87Ez`vTKq&&NgK5cH*T+?K&Zq-ZgGM^^8;bOWQ3UQPw|Py4LyA*3sa zO93jA2;@vJ@x<#anJo8-@%q<{s-Ji|&@;MDpbfYfv1&0<9Xan_1=rSh=BJe#>@z zE_i_gT$I`@$5dx!^c>sgB%`lG?=)A`or$P|i&nh)<$Kl5i-Qzd8+(9w9VG$nkt(Do z{9M`#>0k8Vvc#SCObM1X5B#K^Y)dMKq|_&;N+qnIZD5E7X7lN75#F(X)2+O8an2X# z`mB}lHd0JQ^Ohs53Z(q2Bu_dyLPT7eO73Z)(UGtw-jS!7xEMrc9L=hPHb21|OqdS` zSR8h-XBe-8xWz%9xeH@d93)+`ryi6ACiJYe;iF4fDx=`Hu~q9uOiHEMAjO9WD^X?% z-$%>zpNoN5dur{=#zdT>enPfUrckc6l3ZO#QSJTMmLZQDDiki}FaZGTO#bCRo&#>M zToydqr#zCT)M!Ihw(nuELCdphzl$5D+xqG|b3Rh#v}i{_UNeZ#mk+-R?udS&p9;K5 zrgn}6fNdfWD*-J8${g6}Wi!jG7ClEHX8yK_MtDEGt(iBpt%RoM^Lh~&5>bO&eNO%q zL+7$m!_ITl^)bY^p;74%90A~8tNe2LHR6dO$9%b6Q;IH^>#+Uqb@K$4D4()s#pxP> zM(ZnVvG|^@k-%C_D}gx}J}(KL#{ODtn1f zKs)0X!My{Od~?+VYOd1_>Ff@jlVj5aCpbz)C2vyN$s0gz;1=CLZI+yaPwtkS3WMV+pLd7$AQ&H8Z@|NXKa0q1aTObxo>CTAk!VO0hjLveK{jIf9!Lm!t&jVO>jEvXq zHY<75;L;83Ko5ASUyCy($WLO&TNM2KRJL&ohG`|9P$G4NJM-9~hb-Px5C|Wm$Urb~ zqO&A}cKE^Y9LSTi;WTR-D5~U8amnc?tdFmdJesimaMuiqzH&dZN=|dV$&g1=xcT!e zFI%Q6=Ps|dx{)SwF9O0F%Ah~}e$n0y8U}GXn2A#+)$lETUI5;?`m-%e|N zn%5p~zXi6k+Ar#n(!uUbZ@k-+Q2HvoLu5(C)gHX8zEnbC5{b0!*Q|(T^Cap05 z>t6}(q$jbYEg}wa5cOppSPi`odGc)XHBvazd(0+Bojvo=OLb>F#u%K9kqGd-I; zwFnT^aHSOU089TD@QW{cRj03c@4DM4t+mtdiQG)D9!kZbV*`R_>WM!!e!GA#A8$Ln_ABHLJxVPZ_tIi(mS6=Mg(uZRK7NGJ}E^ zLB>eI+i}V~wfu+rZDZFv7})k~GuTzzZ(@QT-4$*=A^%qWei0(v@}jvP56VTybvXOksULtiuBKTFCHJVe1z&XF-5 zvRdY;L3OOOL`VmGlmp-9ayJTUY_q6Mi&@?SMDsXl?UBh)y_p@+!M|9tSHg z6yw{$YCZgR1fH$Z@}2JVx~mj_e!cRj*`^sFdOjd0G|vqLq0wpPQ7**f8C-waBvB z>!GFVW*4Fz87tXUcy3Tcnl;)3_;5H)S}MbL2KN`iAVTd8jpUqqO(<(HYnh=@DSuQj zl5L*-yaD~Kh^f+c{IOgIwcM6?e+;-eo1`6Iu%xUKMnuX z`s%uVn5k_fC6%gCU^A=e>!Q&os$n~eW6#LzdHGH&Y7-k2H^@qp9qoGcHS%cdO7h5d zice7Llc++sM|cv)o}}X3yg`9)`YP7_6%U1+^rn%p#wpziW!!b^?TW~EnEA7N2lK9GkQ#BG$K{sV5#l$R@8Wz9^tHQ+|4alB6gj(i1;L=e}tYA*WLpeP&SJN)K!B| zZud-28Z6pv?%I#yX9+rokEfBiYP)(TePDC0H6#nXHb6mviq?9io5L|5@SG)DbIb_p zZ^|(=@QKvzA!z$_)uO0e%)8@)eRdmnedORG`}hZpD!zH{e_4KyF}E2V<7qfEQZ1qL ze0LVw^ZK_8+$b|(JWARcw)rJq+ zR(k&`oW1bzznjhJQou>>6@IqZe1j3?pK+G=8FlkyR0pBl1FglDF#nK;i)ol!4_M+j zC<(ZZTC=^)g+I;wsHE$>oK5I8WD&AW<04z)H)2EjkbV44Q9WdKLB{g?YYFKR8HOxt zjbp#g+|p#ZqgBlqR2`N&U@MdlX>3cx|S|xuDEeU$5>?_V24oM2}y`3LP+$f&| zf>TU&jjY4j;Sf~G%x_o3Ho_ZZz)98Oy1Z#>?@V4Z&VN+GS!S?DGe|>oRcNYE1%v=xWsC0LS!{tcqugPNK$P!|JGXe_`B!``lEr7UcKLf zg~UA`RZdDaCL!{qamVa;nvb3#4Zs zlhVgoD{lIMhyBOVqWSD9;z>~bo&WHBX350bnIENu)UUB^OYe`PFB);N+0?83IJ2n- zS3OdFPU?#9qLbN}*37_c_nor~s!^WN?4%y>v%|6b$1mSmY8w8 zqI@NT`2|wVrK8S9a$M)gbm$Bi*VZqTy5QRo+5-)+mn~ymi8V6y%Q#0itXJWCle=C; z`>9(iGj%wJCYbi$bk?Ydg5SZ1`xo(jcBcdnFNm%4(s$k!d!boie>Ote`o!lOOMZTl zNeW;b42|#mA$TX+cg9<9nEU-`_GZohkFHj}c*olc|U)M*@6!ukw2@HIDgrxPQwu$O1+?1ScC zQ{pFdPEF+)&$5aYB~Sy_+NW$CHaQ71x}!g}Rh8g8niZK-3#cvfuYm?t!j#Xew=l44 z5BK0FGh^1H1HyF74$02F>yg-0&k71gAfUJHH6M)^ZlD8)&1VS-#GZ5cl;x1E%XxzX z$gCw6;#cwSQpcO2lJ5ZtJ~8}xa6X5E#H8;hr13^q*OvQ7==u1eZvmoT6AL4G6#FR_ zVs>WI5XPadPnOt_lA#uIUMS6sh>$#ag{X3JS0}8R|8CAO@pG1C;Ce0^&i>rENb!lt z3+LI*+!O4nonldIN9DyffBS%Oug)mKDB$bVUXi~Lqqz2LTV*13qz?ZM0t=K`$C@d5 z@&k$p=oXTFjjT(72<)iLAUY%2CLkEn?w#2KZ7_HB!H`iYQWQ!l03fp$3neV(vpw`( zCw}FM@tDsSPV#=q_UXMaVd*)r=<~wyh@hP1YNpO2+h#vDa#7lIvR>Gw%QM(VtWfij zy`40xmJ|KZoK^;zsdp{y{@;8;^GuCH#YIe}>x0(MT3-tiilaC*v~p;=cd3oM+|Z%> z?8@fQUEgZlB~Q#?oUG?9OIfosFf>M!saIYP@2}Ot*o2f^uVItYodZ9P2*uCl86L!< zLhHsjMT#NzBgrd3b;u}mtC_1Xj-LtM)WP&iCR>2vWyZ`G-1Ku3&c6|9%*=XVtxy zO)4G6Og3s`XO;kPNqPw^8}GLi>p&@*-RcM?a1-DHq4@>Vq?j5nm{-%Lc9HE4o$6Q) zg(|V`Ad?lg`kIEkVU%@JlZf|FP4+MfeyaX$<(3j?fk5r#rEO(yXN5>IziOpBVCSM< zR||l>#7VH*rv`W2uRAL&gA@+(d zVaKD%V1>`Y7v>;$qLq}~L^jp)wiksF3<>sN zC)LA%>VoLXpE8Bnfc#_&Nhl2O_$gJPggLewy=n<$FkDsNyA$(gr}>9Pk)-}dnpblT zKEP%HLS%ea7b{NMMw&HViXYZmnkHFtW9@f+gthdr6_>%HA zn?L2ot>wZY$=v0mB?9{_}Kc%EqAEn%YmlIbe5l!2FjXo$NJ6E9Cx&Qw4l|` z<&MuN>8t_EI5-jm+Oi)=$D?1d3ioqU%W7f(IOZ^9{ma_4-80w!^18YS`^Ya>u zp4?cd?*e8hUk{ln>H%@{uF)Yh6We= zfOvMWF|R;p`2_sf{B+LCC?N)`)7{a&x{X3Ut7d|+ar3T!R_B0i-D(Sx%13Uv=|KrN z=iQI)*z3i>@N&uZJ*3==HyC6&n85aW4-KoLzC@aFwQ zh<7qRfq#I-o;ESo>AnZ!yGfI;M9$2<_L}WCkt|b!`CO>}G=xa^Fm?L?3TKvpm|UEJ z&SN))+2#J>ZynX|+={MeE)ZTs;l?Hmv!lV7&LYs{9%cchp`aCi;0A|45H(>T3#4c_ zWI#In26OMPsN-o0pkx!ki8wwPX+JBqkD$eo%$n_C)LBm28EkGO}- zTPFS2>oF+3meV0efgFWQ6VhkIbFjixyX)cgS8GCAxau>OXTH1T!yib|>z}wp zj)=z&KMG?ynE)LwURk_JP!DE_7#!n)9N8c8|CY_Sz@AlKrEgxWx%j?rgPwbQcOlWN z(6NaNYivXC89%PNu9|XI#JT7rETXCSR%7`p0r_2b|{}8hIm3J48 zHzJAWn6NV7GFcUOSb>=kGH#Y_5K%}c2(d0qT%<`#h4eEiF}}{EO2OqzGzQDOY;Ne`i_GWERpP|KLAgQQcUpaFv4X7nnDdQrI0pyt}_^ps6PUbWzv zD>2N<&S&ZO;N=*$zjlPI8nP-80C@Z~)atE#51B~|W|TY->%Wvq76nuL!(_+#kcp+7 zv2{eKFr<^ILNhY};c6PEV0BhKlCzd;*(}Xz&6XNtV}e!5OQaVU6~?Z3vPNDhlXuCd zfR2X9R(FfMFl)pMyPe#B+xnz#ue>~i@j0v?D#b2W?69Xm^Itj7hoWv@J3SrA`%fw8 z@Yy$t(tqz)RA+Zj@#ir0XdOMEq@Tg#p5LnzkYlQQA$svLXxL8@$qMkWVs(w(3bnda zJH!3S41v6|09nb>$G-dXjJBTrf-*B8x;8+d@<{n-G?)>39=+=;I+=x{{Ip~ZJ<#}d zT4%4xml%`ZV|4I_Ve&uCvVWBHziJnDDcfde?N|E<4sz2jPI-IlZL{fUS?8Xl#-(a{ zS*Z{p{K(Z<6}uqlA*<8a?i@K}N`It?T-n{MVvGrSuQcSQW7}|ANavN9HFL1lc8@?0 z+Q_(Hz8T)B>iSQzLeu9qQ@)aXg^;Y1!}m+T?0t}2(oq80jX+U^yt@fHi%Tx;3VPeR z52v=hz|kdsF##;N9RH|~wnz!MmPK(pca*)uGD2EtY7tKIUcW$1FFVzX&5h|}4hov= zHAC)io^Hi#>w@K~Zrh)ze*PM|NeUrFZ%N;`tZcOfK;f?=WN;77KdJC|tUi#|-b79; z=noUn3#Jaeg({t!q;jv1X71lEbw}gxd+Zx36Q4Cbgpe$MGzN}WISV=;@gB5~vReT* zbf)RyAdZ9RD@Nt&_+PZT`!A4C%xL2KoBId0Sw6V8P8dT|l*4muSoD6)z4u|;{lq(#9>inl zRaQls@94`0yqzz%kI(<7&04ADsT@2yxm^!_JrLARcI-Kon+wQRPEYEb{wD-&HBCv2 z=4$%pu-~YncNvXy?AL-kZ$nbB{j!e^*J!L7={^5Ax_9rmycxVgo1O2dT%E8KRTdb? z5A2xQOXnGeIYE1Pk7&LLWfss*VRqE}T7nd=JK!hw0B@Vi^OI-ZvYD^{WGMR1$+wFu z8U*z!6Kzu!U`=x^w;z)X%Ozrbu?e7tz%e9=Nab23j0L?7mveOr z9O)Z*ZkX$aD#SY^{3$~v2X9?Ww$SPZXR$$dz5S_$6U8fxRNCpO`nI5gje+LQU=ZWQ%9`gXY8L0 z(!w5|IVU4SkuqBA>-4|dP9@){c$1(;^b0}?-oAl$>$@%XVIysZT@Yzd(Wab)bUYa{{i85MkfevAyJCcD@ScAc;Mx1#dux%p zA$ryCPxCULo9}b}O)g2^wGCF}%L2~We&r6n{}eXb%%Th1_^MHA6g&E!)`8%CoiaG$@%j0=GUZk=5lzn)*XKEV#H%G!q}e zj>zjQP(f?eJ(7Ij7^*BK1deo8&|BM`f|Xni&sxap%8KuSY`p#aDJ*U-1v6Ead5Mwe zx&r`UIH`=|Jl+-ISh#g}=VJY3x*yTa6c>cE4*jvLQTgxaxsM0W6tcTV`m!%#jw=rRKY&6pLW z=(i>)Q68QVIXOC{ww^h5*SX`@Nb>k79S4iHu9}je@wRhJBNahs`HH@if?%mSS{H2h zGLGjQ!sN8A;(wZX60t!0SGKTY_1oHBHnHn zR%XWg?o1-(yTRRfu_2tk7>e1j*xQn6u3>sda;jdi(9jZQFb|i=s#2vhnxPD&A&sX* zhuAiifhn)_rW zrGt;<3xeCMqJ)dvRwpBr%!@Spg_cIPdi4+f`krme&@?Z~Vxd{5boE%wA%PGIJh((N z%3C^)RtInJM4!$PNg8Qus8PM`ddPjr$(P9LSx9a1im8V*6|TM5J*%gsGMz4yUQ+q&MBcOUoe*Z4yD6g42#&q7J{n5T=ktS?Q4_ij-6^(>^Kj$Qs|405z) zPsjP;YS_ZY1~NKsU@jk2A_cp%Pc5`J3+o5a_;s_#kdW5BCJ_w$H|2R;(x;|3O{|>x z(ay&O__kY^oNI>R2Uci0W`tE)mY_;q>O!B#wr=F&lD55_IrXfRM``1w`)0{lJcE)+ zXic1h&vU;F;IEBYW;6Ye$&fz zMI43j9s4N$W#%rXW;=S`Z*lE?Y%ztoO8dr6*8~N0CRt14o-~%Z@4G$Wk<=-;{L$=Q zw4o`OD7Teg=i~BEd^%%nCdpI1ZJ9x(5@+nJG;Kn#gE(JgXpg73;^YI>1LAYPVr2%1 z8}o?%Sl?%IXqpyd4y#iKI%pm{yMI`nMpAaZy|^+mh}}3-dSTI6&iM8XM_I$xQeLGC zq!{|0m5C1$&TDTYWsJdYHmt*945Yi6e5$q$Vyj`UW`gt+dO;CU_!W(ckTw-~&2i$b z)4!4VBT#Mh$sl^?tbFmba|vAfRp*%7*-+_R@k6rtdJQhu7!kcYCB*GE~(9#k%v4JN68d2pl1&{i1nf-7)P4be@Ei%P$3i*=64Q6w_`c ztrzLUsov~_H;FAj;v@Anr&KE&K`Sf0c>uRGf%~}1lw5k$qz|yBMgn}`gGBb^;ZvTq}nrfXur`{OnZ}Tvg~U76LX>1{WXjH zWBLEl9$cl?^E->D0G8e)i+0i-l9&v0^mpA}oSx^fhGG6bXShX-@3T~g(uc3eU3dI@ zEyv{J@nfB}UtwhI5r)xWOu1&zD9w$C`cE$P-gh6f5OS$3)4A8aaK6xE&pA$eXE5@f zPqni%xmJd-wpe74WdoNI%J*LJ z(m?;zBSy7pjdeiY5J`W5!`Z{vNYPkXLr2kDx1)dO^f2CO9u@aazYTn?_RVxAhqS+Z z@xq5lv8Onu!tN9S`R!OYc-TmT5@G{}km+UQWuwh3Q$YSh(BV$6cJic=EK}_Z3gV z9^f!PKCmAJX*jC~2)MI905ofa*jvZ(ajg0NilSwLy*KxNh7$2K?ot{K5vZaV83W7s zFD@@H%({Ch0hP$Xy@4aZ<~s3J{@*3xl=!GtEeb}A#{As%2l+ztFwuN4aQwLlfDj|F z@%TqhaIwhZ1uMOUs+g{LW)+YNPK;uldF@W7%4@aIcA!UW8(UkA4!B$Ul0F8R)cU?L-Trym&XBkq{Wq+$byH;9{88@!H=OfbRQLDR6@i%{-=;5 zZ~#DG{hzPsJc@G-?@fUr?Z?=0+oodje!!?}xj=xQ3r)*wPRPCucVp2_0R#eKr}-h; zNrz!<_w$XyiShL3mk5A8#m0V2)>U||&vt#u8&84WcxpekmLWG%tGnNE;paRWuEbk^ ziFRO4Pl7+a8UW1+N-v<~Gm6Orf|-QJN@5g>?tG3zx?(Y0#qkNy=Xm6wSs>tmj6gap zolcXHaMxZtfNie^-BH$|T8!++VR5?NcYHEbF$7_^p)V<_k2L3om#9=2-k^}ekx&~P zkx75@!!EpwT$_qF)i8J*v?;~UzGT!BD$aFz?W|x(1C}@R9GgWz*#yX^ZxINoRgLluFKQ@`>`og uC#%&ruK#_OBqyJU>wo{6V~GP3Tp1_7MgP