From 42cdb80a3ed89dbf0010555378a2e67d95519ba5 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 16:26:46 +0900 Subject: [PATCH 01/73] Added a "Masking Weak Lines" section --- documents/userguide/moldb.rst | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/documents/userguide/moldb.rst b/documents/userguide/moldb.rst index dbe88acf..2c4893d0 100644 --- a/documents/userguide/moldb.rst +++ b/documents/userguide/moldb.rst @@ -70,3 +70,12 @@ where :math:`c_2 = h c/k_B`. In exojax, S(T) is computed using the normalized pa >>> qt=mdbCO.qr_interp(Tfix) >>> Sij=SijT(Tfix,mdbCO.logsij0,mdbCO.nu_lines,mdbCO.elower,qt) +Masking Weak Lines +------------------ +exojax has the capability to mask the weak lines to reduce the computational cost by providing two parameters, ``crit`` and ``Ttyp``, to `moldb.MdbExomol <../exojax/exojax.spec.html#exojax.spec.moldb.MdbExomol>`_ and `moldb.MdbExoHit <../exojax/exojax.spec.html#exojax.spec.moldb.MdbHit>`_ such as + +.. code:: ipython + + >>> mdbCO=moldb.MdbExomol('.database/CO/12C-16O/Li2015',nus,crit=1.e-40,Ttyp=2000.) + +In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest since usually, number of the lines whose strengths are above a certain criterion increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K while for exojax<1.1, masking is only possible based on the line strengths at 296 K (i.e., ``Ttyp`` is not available). From ec1bd14a949fe30d384749bf4d63012ae32a81c0 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 16:32:39 +0900 Subject: [PATCH 02/73] Uploaded "crit.pdf" --- documents/userguide/crit.pdf | Bin 0 -> 288785 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 documents/userguide/crit.pdf diff --git a/documents/userguide/crit.pdf b/documents/userguide/crit.pdf new file mode 100644 index 0000000000000000000000000000000000000000..d21c6696921494f49ad1c79d34d02141dd50ddd5 GIT binary patch literal 288785 zcmY(qWmFtZ)HNCi5?q1=cXuD0Ai*I73m)8p4DRkuu;9Vn9R{}qm*6@K?gI=Ae)HV- zd)NK$k6zWM`kcMb*}YbGRdpA`XW362Je>UK4Atw@Rh{TO)ZElgW_IXeV$@upO|30m zsd@kPe4*yj@^-eQ=8`dWGyU#lO)VjTZs}<8pCjP^3Xt=1lh<@Jb+e@A|DT{wPL6KW zeE)O)+0@O=(#4Tl;6D?c>$8iKxu&HXwZT6g*-!uQExp{RxfC7#aZ3N6R_6b-iquBb zT$(nf7PgMo)PnyL{#D(~&eGhCTIl};|NqkA;r`e0zXg1BbaZla{YUXHUglpamX7}{ z;r{`UcX4uerv9%?8BJ;~SxXOFbIULC|ET|2S}vxJuFj?|mX7A$|6BS0`2Qo~Qnj?O zHI;Vq`iJ`;nIIoOC$E4opO64GKQ}igAK<^Ue}td^i+B59`My}XI=Q=;|I_n7!T#0% zKYIQr@&6^}f4Ti{@}F$K|I>?_>(lptg34N&J6ZhGU&YeV+RcWV=fB(Z<-b5zHy2A& z2XwETp>E|wM`aIkLCM}7%)Q{4`v6S2-;CRtdlBN?Vz|sP_#fwfp=Abc;n~YsXy^Kp z=D=rVg)ZX9xIE9-Gf$q&C120wpYPiw$ESM-17G(JUT?1hM_*snB~PY%2LfMjM|(No zOM&o)2e{4ktvIwU@D*kv&qDQlng5a(+WT@6cn^h0zQSVzBW+(udLOE&Bz2z4EnDuJ zHeP0}#Xm%JoIKM#-I;9nER9y0UV1@w9%x%aP=3`Ex*ZbZ%yiLqa~) z^~=+I-~-fYHSq3Q{om31I-mIUB2f^Up?&*onbEV;TYWK}-&1qJ_EJ|-FV7$05wBON7_9D|!&U)-WB>9g^LsgZ)a=>W%16wCBAlK-V`#u*0t3hX zmBNH>0yW8V2?*rx1^0^WJ-yfj4E9QvEIk0%K6F1zOZ^vgwWq#?_WM7axGPcPYr>a3 zk_)aaDk$>H9@^a<@gCXBIN$k2-I&nRqvof_XQTUw|ATFPHocj~6F5!qAGYO79?O5& zmg!qtX-@FFGQazI&pF+fQ=`o1JJ0_>G#@T5{()qaRc|#NIl;Nq^?I%6w=OT#71NqqnFn32SucWNf1b&D?(IKSCn&|VD!q=VjS8(tjjy}dGYa?e=_c!5a< zl{^KB!GU*KXszcL}9K86q;e| zH|BnEE4pXozgRq;5X6r2FX3Nq)niKT)qmbK&j}M7E8~plzwT_kPHsJqzV7utPrpK` zUhlVF1_S@ux6_iZ&#zEO;K1v1XT`JMUmbhbL%&#)#DS+^Wc-oNMP>k5)~W=i>wvsv)^_vIcsw8D)KV^6bSEseA|9gL%8$Yc2D&X zdEXoND)L$<>6MCrT30Qy^q;FFZXp+>cj7hjA3#yyde4~f*8Z#PKg1I_*YztH^#bS4 zd|H1WF7Yb!%Ke%F{Ra(0y+}_{4{_Ucx(+PtoqBbD%D8{M43!TPw21LOxVw0aehIem zCwaAek$l=lOQO(6Y973}JNc*A%Re0^UdM4>jt(v+SY7k-llo5{?gL*Yr(aqMsqD+Iiwvb{DN)LqZbzG?Xtd!Q3q-Ryx48dVg2aK=^tSwYx4KdDJa7`Xid+vUpb zh7A0d#3|HMWpfgEAa9VA8#$UkPi1U3?p^;=BOQw74z_v9;*kWNjk>Aj-6 zt3O}Y6Ga7^b>c_yM+Upvyxr>+2EUf}aPDo;!Eg9hv%|AwcCL49-qkhhf2g%Q(0e1< zU4ljhn02>a3_tp*Ek4vVs75t=4DL&2@KiXS8t?l!h+yRl%_|+jxB?!#6Dhc=Q(nf znWJVOkkp`$yi3Xmg9==`plkv!HE~%cyWaQ(6S=8|8W9;b1P?dc%VlGdmx-FC$eCsoVDssXICX#B zfttggrr;V!u>T|^zV|8EIp z=GJ7qc-|xUHR{6bQ^(r53W_$;}*-gZx4G$Y9}YLCVdQL*MTI%h1Kuls1kzbB3+COS_< zkF$fat+hZj#UJ{8?EuSMwWXde1WD$Qw`3K2bqMFwejkl%C`~+L-u8WD>Kw|6$C}M3 z`O>A#JuvR;>CPP-%3??COzj3^D~|ueleNz;*=hz_79i?<4Ded{D9`gOp<7%Skm~W= z&je5znE9c;MjK1krdw5Zi%HWo!vB6rehC5aZs^9`_nIHoo-?9BRTZ#DU578Gm@Vap z=`b~1#u~s*P=5?A8j`tVaJr;#Z#)xgH@HIJV`j0#MXjTJpoLSKzZ>nDuJXS9B_|1d zr&suHyZYc1b(-$W7WJ~p;4dNh(eE;{H<~n#uoJfMja&X-WpZwg`TD;8a7>8%cLXFQ z2z9chop9O4j`!G*_K%4<>TN;DTiwQC-qD~pd#a&*SbyfbMucbrn4@yfVW-K4fsq7~ z!#+XzsWXV9-B+B6Vu3-5I&N#1syZ>T*`Bs~>_d1VjW5pZdZ=fuCuNQx@Pz7!N9u0x z5Y3f=Pj}0n`!a!6xrsNa{^a}og*@54pMZ(LEQ3iT{% zXz%(&zorhMmorkw<8b|rFc(9L;EfMeY6V5SP2C203*Pp6=RIs<#Egn<=FwHyYZlnS z2LKusS5jQCJ&a)KMLjyJ~&@0k{ELS zeiFbQ-ag~2oxxA26U``*QBVlrq>tjQ90}##gX&TDM9K>|N4@VP92)IZ^sIlDn2ddL zCd?1W`O83_E#M}ietl#J3ij1gr_L5i;5(T{T%g&ICA`D>}$YgZtD)=v_*!JWMnRd)U zR~-?VWM%-0ne0_67Qoc9g-6 zCH;3_G%kX?>l)Gzcei5HeMGG^a>^q+UU9dXAtSYk*wHO_&cB9@P#qqJl-WAe#@?+` zY`4dBo&anGyxE-B3tUwB_SNu!e3e$jb=ETW>o^yRnH5o#ya?b>u4?ak24#SeU{5T; zLnRb@Z^erZ79Tm%>>6OG7wtJz1;7|x;`G4OAi`hv@g&|U0;(LzV1T8zh-uHowLM9j z?T#P}FqWfijYX2RbOQ5Tvn_o#CZw>PQOL+3a*P?isNqeV$; zr!AxMH&!9NIyj^9#f3T;A2>e2GpPmgkc197x?QjGbvVCRFc^mZF~w)rE$f|4iAjuH z`s)xJn!fWD!^B9d7;Fai#ptCze*~Md(o{qQ&BxE_>xg%jR-=#?2A#PqANh-qqtv{& zMcweGQYr zw&SJV=9@f&;^KFH6~dnJxzJ{%53lsz1lpN$FYur&1uKvPc3=InX5FL? z?M9%CY!#~!%t=HD+kc4?TWieLDxo31RikEUPI-D277Pi|^rpB@%56E)9gZ~4#zIx1 z;CLl+dp>ldS@q#zVP(&nYk(Meo2fmlopZy>K(6@)rH*J*3dfQRG4zK4G1VkFz=7_!O{!cl1SESTLV z1hk~ibsntDHAIC=y)+Zp|4@6Msq*#Vxrb5%$C+`xRQYh1T@|87?tVJGxNn|#{O%XA zr6A|rv;$)RGgotENS`h@Yt;Z+^Yc1OZ!S2+%oABvj)`hjs*M&f+1*=QcxNy<3I3Rq&dUjAPLl$U-j?(= zy#3={?&5u=GuWOxp99@|$5cn;^x>v@NN8cvN8F!`rS8pWO>@JEj^5`t=4JMEohU}i zqc$(sH#H<8NFUVZJ7ADwj%9vkj}>0do)h7LkK>=lGeY|KN4?-lhpH!Eug&{|hsc## zA_|yFI1HO|idAA`rb%UPsQ6hGQK1X;J7D&$Gh0FDSSyC&gQ2C7gVYDzkXv-B7Oljx zV|!4xP>Afk5pg$3%d$Q;um^nY~W?4f% zjc~ATiM*onF3i^%3z=EwT?F}?A&lC|$rGeM7d{UtV>9Xd!OSq{Q%$Hja9SMaozmUa zQUCQ7NjvCA+sw7trWf_-_3~gJ)N8Gf3nTf+XZjLWC*YFvcD7pamYmg&fq1h~9xqbg zsCm>a%?KPB=HZ+7gH&*ErY{pD`FSww+suN7gH**c2wa10+xhjYYJ3WWhHi@~kiV`G zC*lW#>QFKO2en~;f$1Q8E?tBkN+hj16*_1Jf^`fPp<99sr}{b)=wX0ATOghqlMQm=h|@;sd1$FEJch@fo=1SsJl zls(dPj{?L$%lRl34K?`WTP0-);r!`#^Nq3_otG+PU;IeKKTPL0Z_A~PwSt#TdJ-A)+M^jBaDP${2t~gxCJk@ETHGFSSK*< z58t}_;Ru2HVHeDd(W1QSy%#kHCb(F%Cki!x6ku%oNc%8C4?B>2eA3XPLWCW z{SdE66J)mm~vzMmYL#7(FmwqNSOvp$Qm{plpZYq06_21Rozlb=fSnul;l1>=f6iLdz+>u%zYyQ%%Wd`3KvZ?+dtPi(zfLTaJSLf#d` zgli{!%HG@k4yllp4A~%jk=misG5F8xOO^ssd$F^AT<1DsSBqK10D8FQ2D1zkxjxg^ zj|)1jte(U`Zk^=hPmza2*#1S>iKtspvD{ZNcf5~hpoh(YmQgNjn5(ZqbDVNO1&|?X zT3P&?cP7Ej{$MsTTGsaB;K%hE?m0>Or*FA0^xIk9no*jT;)zkcU^q4d4tByvHYb2u zONOu)VYt&s%?GC@@4S9kw*2;QZ?S+i7oX3s1k=%!0c?rqie^klV582w(~d(5gb0p{;E-6=4Q@H6>;d@&mAPZg>(QR(UZ3CTgCkkl98=?DqBb5 zR4gUVPn8A{5o64GXV70SKgPJHjh!gjKYsaGqJQo!_!dEbV%jUWIDs6;^y5%lEvqum zDC9|k+^+YaKZ*lds82?N$=FqWyR@=42z?fxO!Kyy`-8GFKVHo?i7?ah2Lh%}fbNW@;< z+E651io?{37$`mAkn9N`i<3NaZ!ykWLy;_E(yApiy|yg=Im9EVRy2sRGjo5C zC4R^^xK~w@sBN8Br{r;VkR=Mu2%kKY`?F4qJ=IQc)UX-9S(wLS6z`D_ix1V(PanPY zp9JPi-H8M#0_x%q&1?y=&D5W=dc3K*!*3EF-%vEx2~k?>e~~Sc`c7^Dfwfs9=HoqC z88!KnU`Nx@HgP{^@iUMdJjg-&BO@|o>~@d(86w+IJ-x9u*vRqJ-!8IbEr#H|tM%Q; zHpyungG?4X9IM4s@#d+qmad_5o@d!0gI#nfmwA=cors{`5)jLsmiLml!m0RuZ1x}I zIVoUqtINE%NSmWJyfl#`Tp+%2+4<9KY4*!ts#ptNDF#BuothYu2sK((?TKj96 zf^}m>CQJqW0A0+}x!XfypA>V`ru%}TEp-qR*)P?$M3{4@!c(JBE5^2)xXHAnav--<4aE#GgX08*=6d}Tcet%q_8S;P@R}WPUCM2 zxg6|e@LB4D`={^bJl>g2?sX}pENE-=RZ9@IXH3yMRK(XSA6AZx$&+L`Qo#9IhoXGD zXg*v_(2jdoQq?eJ1X;ntXG^;?fhj<&blA9BK0<#dw*Uq-LTM5gn>O{U-1LN1LFP#` zo420$p0|Q@a~ha_AK&0Q;SEa>A$fRG8D}#LjR17HTzNq%o<1@QP~HNcUUQeRJeIFNORFP%u%Ji3!)eBE+2IQC1yHX@}Dn?Jg` zTy*0=(Zoss&ipKx_WemnLr(sU9g<|(1vNWDHrpj^S4T1Zi|5jKPJ8LA+V5N(vlOMN z)_>w$LfO0_U694NPL1?NLBSDuY=aVhR5pQ2A-OHnKF8~yeiPCNuXJ>sB0hoXZA zAWPiHFATBxm#(GazDX~|=6I+pn2>WMF!}st#G(W_%Fr4;IqeQ--aa-8+u%2BFAtq|Kdnvy%%gwQt+MqDC20 z7!AP1Kl~Q`OHknOlQRywS|iCR%ItcyJCCZX+R()UbX^3tGr^hZK_R>Ml8eETqU z+Fxi#tBQy6dkp8Ke2m2&SqD*c4u|)|(}1*%WEw_2d8kyTM^dn!y}r!drncf+%uFK* zX>2Fkx&$zK?vBlAdoe+^iwO>D$q8?s28|(3oo-nGulz6<#_V#k(zaZSSMmp!N}$to zdumFTy0{>{q{DVNzV14!;i}^kcY=NumF_iP*+uP%6R)KwGKgA{tr4kMsbGGHHJTEDbL|*^^l-Gon2Zo*R(= zTxzw0SW$ErnaHY(D>r$)EiGfDp!p4Hv`+N0@3z!rDRJ1l!-&dL*f=2R^5dq_rawhL z-Y||r^B}xA&00{}U0jEpIN#E5=N+rmPsaG`%Xic9kMkG)R8@2D9``#IAV)afk*4F} zGC95sx0+tsl$!(FG8Lgd-3MjJH$SzMtx56vfaI(1tO_Qrr^tI9cf3}#uA()Sam@=6 z>^@w;#-`SfCU~&1f%NO9c}KSOUR}&2vK=FXbPqxafOqb5Dmws0iJh_x$et#(z>zos zQkd?DkiD>*k`n}#yil3G)+H4W_4PJ4NJ8@2aJ|Z`)0H~V%eSxd)Q5sVsuak(PPrDU z&OA;4)j0c#VXjphi7+6eb}<$E_${V7ouf3TZipm0%i4n%cr9jV>c*4Ezt{huP?U+d z-L?i1D&LRI1t}p>Z|<11KQ-KuP5DJT@R;4Dw#x$!66=VNdWy4$3KovlwwtS`p$v4V zzq6&FbB5eD6i3Q2?qw`X)5yb@SMmjqvhcp-j?Fv~384N*tIr>j5H){HW+4dTL2pWB zC2a(P{i;87Ss&0zP&$Pt@owG*QOMq4?Q@BhIZ@`Q#cJLlqd68WJ4RZL-70}J_=t@y zFlp6JHdW}9bFW0O_XV9|SwcPjEdc4r({WE}kL$&`vMd#ZYJSn&?v5J5)Tb|nlFTYY z7pjI?cDl6{cc@J__lN5@c3?rV9{sr8kvBbx=R#E2P^OFZ9Bc&Yo=U8fP~PMWVOzP` zn|NYFz@kUo-9rRKl+P}BfRwX)f<*=a?Sa{0>14qiXK3=1CgKXUeAa?cLdcL0{Q6pk zB?A}vhW!I{NLmpjwdx z_1-;a4segQF^QV+3NvTO#uHgbwWAG?$Ah|h56BTZbdbk0q`=^?0#dkd~xDyvMYM#3=|Ydk&<(GmF=~ouAwCO^c`d z+)ar=$6v3twt#|#J?Z5YQ>61=p|Vy6$<`~)HWLq1sdj-|Ufm=d9tC@UPgwD1LKB}!vN&_qPBPMA5NIpfaK zp^~I!@1^vWi`H1BGnMj~f7{5-e-c#Cng;;Rt~gcr;3#|dQ*EN^5A>UnH|nc2<77B; zR=e^DGFwjY&a)odR1+~93(|yI#6Wz1EV>!ISyQOc zkEWsXq(~ec3*3CdRm9WeA0Tcc7r%_#$M(8Ue^DR2_u9X*@`!m^^Trrr8%0;>4BqAX$| zrO>~T*67+hzCELy5s8jRy1E_TiazCRUp~#Ki&M@oi~QN4*tmu$$8RHRaQ^b)_ewTN z-($>@H+P}pug~8r6C5L(Qu()nhsuMAkY7!r1%9YVqv=ds)T1yDis+U}Sz13VoK^KT z)G`Q%|LPE1OiKPiy^a?*)(7*74 zra1EQP?*5ko2cr679SX=sF@Na(HST}p=yr? zgsd8PIelEerI{xo_D!Xe3b3<192ClXhq{TE;I{HR<%%~V4Z3d!j5EqIW7U$9hY+UT!jt>uJVj8J*^V=V#$kas;529C*_+ZhcH(j7L2fQ; zemaek!fLeF$Q&yHwx9gAYaY>{>Yfk=w;CwFG#NYarvmzw7TZ+>`|T5 zsm70Mn`gt^qyLt^Er;Kgea1G~F?36W$v_sZB|$>+iv^bcq|Uz!(X}ka8m;?vi0&nc z`O-n83KQlmKVEf8j&7Jw1eDK7KU{cq^|=k2f^7nN9Lh?4yM69`MKNOT*v#ivoosc|1Z<9&;;G`3O2s%9{!P7&LD4CChCa+nGxNQ+4 zfezSa@x^l@*fG1#6c-f_nDr=y-O-fJWnM@hR9u!2`0UIe$pStijAWx0v$QK&Qs(gJ zfMEKqh2x_3n&}YpL?hC?uKcJ!n0}ZhLMVjYxbjv}To4O8(JeFrlYn zB#_1U=^Aypd5X{zw>)RJ4Ci+ixyQy>dd51~38Sg_@I@_T0qm{G{X#h*6T+S&%X#9k zR(-Ka#NcdiigP`5szVy~tmnETbi*N_lI4>j=Jl;us5j(!QWA4M_^7&)WirYuR{AS7 zN2G+#G-VnjSERYIOJ+OG?hEP9%-G$@g10Ap3kt^9Y71A(JN44{)M9je8aqrytn<_h znNM3q(wLUS=``n*CS|#>&m_&(AF%I@tnTGZVeiU*fem~k(0QHx+=meP(93i~y8`pn z@s_~gW)y4x&!xHK>Vu+t%D$`q0JPxzRm+PtP~ zW_+F-IE0Fx;n@;d$Gke&7rCFU((dN)1mtGg?nw;&y_iPU+T^!WAM3-Hx@0gzO--Jw z^lp2hDO6pn316q|l88HDfjt^6+L(Tijf06*n}myRTzXMqsrM}2`UwmZb9n%YMa|vt zaEcC(sFA(TO@9cJYbD#MelCDgC+XureOg}1+W>J~-qauD<`x64XY_N}y-rIiWrj#< zB_!+8M$MBYGE;N6#F9=jWQ&Y4#*ATj;X*!Yl4W7e11d&KH*Tem4UoA8OAu8rQE#n^ zUA8dR8o&qv&aR<(Q~n0apwl^n!5cW*jYWOC^P}02OC6_VGs0p8ngBbEFRX_}*5XW?V5kb1zWM$$k4fcW@>xZsTuryA8==BtQOIyw z;mG6E^0Wf9jnveF@b#vVJ~0N;d*^?u-RE{ zdoLxjIR$ag84n|7Evv^kCY*mB(Mi-#Kuk1OLf;AJ#xv7a&^1>K%Yk*2%ASR^WS-!b z7eSCtZ*(v_^^y$eC9NyqCsid09APOPaN|2v@Dksv*)Nw>D~qmnw5|Gv#)|V1B(By+ zOaICKQ{eY~C)Vc@zFqilihlWM?Cfzo!{r$OWv9; zflr;Q3-tws>b*ooRh=a-w2*)@JvLrXuVKB4i7EuojmEVvNZomPcqxtd4I<<4p?>bf zG<5B_V|IwAjKFvPCY3Z>h?kGFcp%q->(lXJH=FZfcoS~kiT1kJ*nl%Q0r za$YUeL;p1Qsl?8IGo7Mj47YB>@vV&oE7_{8MJ!?{&#TRt8XAaexFcP}@(>LqJMl(O z@}}~{At==;I5qsb^dNFo%QpfwnF$-x95imPV7BsXX!Uo|jd=EGO*{|H%E?dL?%Tng zB&U^2;ZWV>;D-*e?Z28dA;k4rtmnw5Lh;#kdv zY^G^)?ujNDE!~~62P;aMI2mZ~WaEQdNBUFtv#HRN4xISLh?3U%BEUXtg+0de@ER4* z?Y-2ZLl<&|a78?8yfVUk%e)e5%$+lygZHaQ&=EeJ96kj!fwp`=MYTI9D~*Z-G3-)~-2G+u*nOS~-GRgyvQmL8~jA6B7E3G2PeG*|+uv zHu$zFE<-$B{KDn5O#unWiXOfRww3x-XLiIL9}_kVw~8fp3rLNdW^X?vlEdckriUX%1`^sd{MD$?&-dlCj60*XA{RGL z6C(H$MY2wLVI`Hy2wquqKI z0r25z9`0Q}^I)lG)nG|Zhg1R0TeJEU+nP>ekw-A(_aM1sZ6lf;?KY5Ta~gx+ivR*KiW3Lu>OjZf>=bjDse*!n2mG8T%iJy zzzF2#NTzs(yxZX7V0Uszv*PJ4MRn8a<`X}qy>N-)Ab+#!paXrRW9-Pq5m#y^HtOFvHBAKZ%ejMmFfTpoCF#YO|QCVwms#;uof212>$=?|VNuGHma0 zP%|=2Pa3~n5~^V&Dwk{gI2$NK=M`Wrujy$sJ3`2nsx9+=iGIIh$P?~~7yjMl$+B&( zv8Z6&odlH;Xl zLu>J8w=P{thxfgDv~6-3afI>ti&eZbWLHw)lD9DJhjYDMe(uX&cj1R; z^rPm6bcH~8Onu5H_pP3vg0=$9%6E;F&0xIEZcqf{r{q7jW>EDGXD_}`oOwF&inUs{Zs!=jvqlN|l_?36$Ro?5|7m#rcva3^RZ-Kcsh z_lEQ)c!5z-*Itwl5<`-iAG)5_NwYdH!7@=!$ty{I97;To{d%ZP5zWk8Ou*aJ73k!n zo07IU?YG>R__uf}gNR_8?UF?NGnueZ_rFif?Ad_$6jjACP}g{)l$bI-6Q!Uw#MBNW zp>b#;dXbfwyO{u)r%{6zr^QMb{eb!ue^LlNs9TPA-m&C2g0~8m0jcsEffNtFtZDCk z7rznrV2IQ>@JKjDcfLJkrBJ77&MZ0+TwM3aP7qI{WBD7&jR)+@^7)gAKKaH87!#7N z9ab`3=lO#~q5!=SM1|2vTBq^3j;GE2HV2!uVLRv86eFeZt+@mH7|coJ>-N z8ZzaT{b1{F+_|{^k0RW#iTvy;DEnu2+LS0p{Sni|$P5LUXtY=r#CWUTb31nxEd~E< zz=^k&1;;oy#~{Se$&%<^B`2h5{b%*I4)Vn+?`nwWZYsYP-e_`)6KKA_foiH5{B^Iq zGIQpq!;GhE`Kk5<+CAq2?N%}?7mj5?E&^hI^)h@AP{Lf($jN|$>%?}-lkC?~vVd1N zA0ToWD$<>|`9&Pfk4-ZHglre$@`Hs>$B9w3o93t)$A_@e6RQm7$GhMgAKI_uU{FHh zCYjS|LpnercV7494y#FvyuWozWZYjb|5squefQVt=l6l*T;F%;Sek0CTba;38Hvr2 zj=TXqHB+RTSIvH(=34Y7)o&k$P99mi#$pJa+ZSo=VvSNNok{O%N_pZQNm0Q9mTr67 zLGo5JbMvmdw8e;MG|`EB``pDgq}C|E|MDw|7N_l2-jePU@g&#?_a55x&;!_ozKjC( z?>@I<&IVU~YjofDeb!KNms{ve1#i+)@tN-`56LV=QU#2Eg?BXd5_)_I+rKANQ+#Wc zu8Zv_(X)8y4+`My1qsEuD-;hl)&BN9pSNV4te&is*RN3v+9cj22XLlU5{lcW&bitKOrNDJoX zs61z+GWZ>PBX>}jueSsA@i5cpuOQQQ2D?;L&PfQ#ip`hiROl9l=@u4wt<2afg)AKB2vCTOSnWfsIzlnJr{#-N+jK7j}WyD3?GiRhrck`{jo^_N1<^kX~xrAf3fZDz{5)kUNm$!Qb_?bF?Ezo;#Aom3+QE3fr|KerZdzSE~6BUDOz z9`d)_cIn57aBbLIJeyy91+E;VBlGd0Gh|76->x=(Q%c(8*|h6ZG#oDcQR|zz55bc0)!~MJm>*2Ctbxc&>8qs~33#8b-QTFKxPnL3mSCf1$@2qx ziFa(HgXBQjbCjq+#}%qHkEuB*CFy?1^Q^?F)8tk+Q2N!j#aCEVRt4;P5L~$B?qCP3 zC?RrBp;sd|^3A#BaLqZ*B+_;wXTOz0JV0OC9OF7Zrh+KPs^e*Pg&;JMD}MHbuZu{T+rP0A(`|toKfYI8~=@-`Xv5uiybap=leQ=QHWEeOJh+>kz+f z?)bm^b~o5-0jy-q+Td8TxP)i34tfatX31XAj`lQ;G+xEecnv$bTl5`>M_LclY;FLD zVaSe%f$w1!w?$*1PGjWvCMx49Bmy0u`3y^hiy!@r?PHZdl~jQ&5WK>}cu4tH3S(eF zyB8gRr9~SH6r&8F)ed6pY9u_?%zQM=JYh->RJ&mCMT|b2Tlb_=o7-`6|7*i|IomQZ zwc5WqJ}{Ge^H%yA--HpHv>Jp*R5J&RUq2{nl48w$$_0pj$0t?P+=5e9dRj&tc64ed zKaw-dG81Y%2vO!}){P6@@t0W=HV*CaznQ8>zNT+gy>wZI2a%H2{24rx1oWJl3c%}~ zt48mtM&~Yj#r>}4yB+EO2)^Sxn4>*Sg{FF;9cRv8R=u~uSbRq|=CzZ;h!Dj;6C|BY0KXx&g=IN3$_ z&+Nv6NhA=Cw7%PhBRRe`An=^G`R!@x4LkVv4TyRU^(R*~MmH_H9KM&eYMo=w1XD^3 z1_pC$B{4FrHiLZke5lAqCX#@sh~#pCht2Q z&)(}wEuS6Coohws8DOqP`FASls`vb{T28-ihgUuAf;dBuJ^=xCIS9b zFSPOe8A}X1!_+N8qUFXyYoZ1Ps6*CmJyR}-8;O=yAH&4Hmnu~5kUH1Lm-oJR>PjrL zr8~}&C1p4S-#VkH9rZOveTD9Sc75Ml;_BWFRs93iaAUTn`lzqcd3(c7_k$nO$^-Bi zdsPChSL!$8>J*!xY<4tzv51*`Pjrjhz-tj+khha%Pn0FN?5K1a$hu$iiyrOr+tC~Z z#_u*%Bo~W!_;sS0d}o@pvp<{{+>iE6W7Eza8V_hP?{|PR6X^Z;%HkxeYx1KUKloup z4_V(y?sk8}V!Je4eSP%2je=f8x zvBk|H>YoOW`_|=Y^nv@;z244oR)F_HO*DQQKa)4>eyee5K8r;|EMnMio@IL|bM1)Uwd>XG=6f3H;Z7%2^r6$>#4k3{hd zw}xx}o$=Q_a>hl6ZliKvL6)jtD#s~Oe%NHIhsrmCNnAXDUzX~}ZQ`e9rQnS{D*Kp=^3_3^TfdlyW)OK)wd@U)6r7lEicYm3OA)jM&1ccO8fmTxI! zEqs0SM)}`c%`6cam;b{$Zvcwdf@gn7>WdW%wVJ2s@7 zEr`MmbVS$P3K=p=$^a;H+gjT+U5izBo4#->D91xW!`#yw50;&9`VQwJ`)hmT_gadK zUmeufPSOqS2r7JsfvN>|i_t>W&Zb0bX1AA7<}>>;nL6L@Kj^x3&+_-%o%xo_7{Jj; zwn{Jf|E?#(3$BgeEiL5{i;_*h$A8g`#9HX5qhWX-;9(cQ9%ibwY%DRz$Hj)) zyo2TQGIT5{>0QqIV@E$`2Isp2J{f0{^X?sfyuUjD~|=9+O*|%NiH4}&}!ui8d8JLXfW_~ z-(?%-(7j#5|F@3}8if#(okM3{Yh>(_2khPE%VL_D8Aha1g=33LU(4?{U6R&T57pt@ zD_PVD1m0!@6M0n#j0?@20pcUm{+=L(-ae%S7;eD&2{0iV>H;KgbxH(`YPwdj&;2x1 zYmaYA20$)J4aShT$lvzC84fHeY1Jmo!D08Gog};1z#{0L@mz^6hU)oH+I zhzZa+N=@0L6w52XHJZmsBVuM6V6(+8LK=CncFJljRt|P4rzececy?}GnOG5eba6zJ zPH8wDhkxni^3kEQQvqamIWX_$5e_PpblAC*$5C=IY>xQF@z$z}>6veZna0ONNTvJzX zVL(rbSJn~6=!3o`{F6%LBc91HQ1SbZe;aOEg~sT{*MDC*-$sc6iHHuL3>YErh8C<* zY%!=#JCguSL7QG<8+LZ`sw*ef_qv2`mSl%*xy78I=;R`*Y6i6 zFDgzx3Gj~zYMpg$rR&WQ8Ir^_gsI~{^Z#B0nX_VU zyQQ-`JXFS=lU>#5yOE8j)~ZVc$j%#we;S*NIP-@`WCB=EN{)Uvu6=}gd4!*O7ZsRP z$*@6fI%V3=o3@l2FhkrpJXq`~u@!l9xRMV6e>n?fo3c3hI5S~*DikIO?F(6Yjz5RG z9LGvl4#4n4MABu{%ZG;ecr1{xJ)vZJg&qEQAwlwJ=%13ep$NK4nYQRVr8Et&{;?kWnH(Dr(Z-I8oOc9WOjDB<7tWake!8f z1{zm4Iua?~os!nw$mS-|Efqh%BbZiqPz*sbxcM;bd7|i}H)Q3FAu?{R(6ilr#cqm~ zO4Hzp{P^Blo5E4N2_B2?pUOP9n*KH`VUJ+Dos9O(T9lUVQgD}ZoxkAGL2vO_$ud%d zRCq3;^`SpH3j4=PVTlI^6uobv9KBAKc2zxSY*oH~mU#(k+n8m}JMB!9HF4Iu3IWlz zVu_4Y)`}TZpYQq0=lBm6nRq1Zw}!-IC~XqTdNoW=I(t!}*7hB`(Il{v`_dyU+Rf&K7}Q!Ik6-W8fQd36Nz^NsL==!}Di zGHEavuWRQhQDo}hPaBlEDvTXIV%c%{7qfF-XAjQ*4*)kn$iKNe80BC4+Z$HkYI*w^ ztesXj;%uzjw3oHLJ!T(nN!BbZ_vSCrMmXkY)BE?ynX@mUh81)~8(9VR^8~WOQ4`Me zD~t5Qm87QHKyrusp~wvq+>P~c8kR&{S$eWT~F z4VL|Dx>v&vvDE_TG&!o_iC9BgU-21X9oth@Dy__y+uoePWGcNC%aVMKpUW9-8R3*T zO`fV@0Fh4y^HQVppGX6gex>7=sE0d6l_^%eU5mC>d9_&HT4$4n^sI^#b{vO05^uvs zM)n03lc=FeN`MAKw^UXm`q$e@jXLLNGp3Bvj$%W7OD1M3<7=kNM8q_b7Fu4X^(lO{ zBY{51t3LW=so4jwnNCC2B|eJB4m_Ji(xJMX(@MNF`&ITQrD9O}dY$}g++yJ^44`=& zs(EzW@0=$p=J)IMuoD(32}?|kec$*+{+j_$g=OoS@HthIgIw;(P?P+aC5y5~X6^>-FxpT9gfR%2w6aQnDt5 zWzEk`sGTi!(r~?0mMBKE3%2&MDDtQ<9zU|y@@P62rbLQI8TRo!xrtT<*#KFnWoHF5 z$SaZTe3PtgYSUgkgX(P{>1sk89J+RSjba> z_nX|6=@mEgrxR}$>Dy5OP2yy1K2t*-egX&aRft4XU#`a4X4LZL%qZxtLjZ_nKzj# z0RH0f%<4HQ`cZlogARP0cX%Kc)m&%9j#vA@_MH6_XZPfv8G?SZMrYtP zo!2cwfKPjPe~HhGsC)S7iVdy|3CftNz?tTl)!K1AvaEFCS=xi&<*L^sapnw4{XI;k zSjJ1S37O5im)Fk%S7gRLSlH119JYIQ%oa4*ZkP?~wx^HW0pVo~5AX855r-@my~SAC zlBH0aa8?Z*Rg&Bs)7!u_*Z90qJ1=W}2M&EUY!V~#L67IB+eoy8Z2=z4&X!Y$dDZ3J zVKrED?>^sX_AW>siff+bHHkAfOGYJDdwH|4aE-*lJ8ym8q%?(Q)@THh(?p$-3?Ru2 zgj0?4et3)P(WlxpDw)^NNVwa>qeFV|6t4J+g>>kE`mM!fq100BlLsOgCN5-2GhhE?` zj!P}tuf;&2m5lpv-yY6XyPThuXWw&~_#~6wWk{-*U;5q>a@p&<&xe=k*JAeJ!y}S1 z@!PULdE!`g254XxG6)zeWUVXf5_d={4!lOpxX$Jhd0$a!@JPU5s6jK%mNHwl{rYnMgNGi4{gum0~tzRcSVS2*f1yu)ph(>R_NzhW<6jQvGrpi zi=`8T*@s2ck=AnDFBz5~V05o$vOo0JAsM}RdJ5?^bJZ)^Z+|#;Dt#??sec%8XmU+G zvY5>GiT4QW&iQ-4e%ry47`nP!@>JmLy_EAX*SXw>*UW1=QNVY4e!30cA=%Zt(AY=B z(e=0N_3%0+e}Or+<7wJdepFOkNdq!*x|v!k8LX7_wli9e>f_=+t-bLhQs==8F0E&t zpLT$VcVQYrdL;=n4hyof z2~FlYgAKNaLk!_&vKsU3sZtR?bwqXd_=vZ4j|UB^qHL_<(Z<8ek-v{oA=U5>Mv}u% z)(9cKSbbW?%ECUq#vxxEJr)xE^7IfA(lg#O)!w_n5KL<6s+?WDOcvbQOR_t~4dYB! z)AGB_kBRpv*b%$jGWwf18xoED=*&adUgyX@0r|Cdd)wLL$cXUYw2TpNQH3G#qJmU` zv)%I+1t_g}JPQcaJR^)_@$x}9!#hjWqpK5P;6=GyHEVDfW+na%3}bNL`&ba6Qa+;b zv}Eo?;5!oxnakR1$!SKWM(AkLZ#9IUl6@LuGk4cV9MN54W*uNURXu#O!pGC6u9zRq z;%!Uh#*sej7+*t{T`pL>&YYfWsH)-tUE{Azh$b8^+M1vugdu9_K zy{|a&NOdavCmuF3e7Am6%43*CvCD(cun=;HMEmc%AO;y5iZABMozpZb4Pt72* zId+D-65ni=kwJ@looq@F<4cyVPfhM>n=zj9<97Ckc`IYuXVlYG+lB4tLWHhGawtAU zA8&k%@F}`lS9`Ao`rjo-u*0XHI%u%*(TV1D#pwC;$(qt0j`B=t*X@wa2r1%hhV;-rlq35S0;JMB+}5qL#GGM)~=ta?_AL z$MSO-EGC@&o~LLmMDcMRzM?ihk0v7`r|}cDlV}BueR}v}`2gLlUSwiuk!{g)H(6}z z8lKtNDDo@jk@85h#hPK1WTsv15*}HPC)=n-6z^EFNHA1Cb^RVqY_FdR0mtp(vD%CS zBF+@)mBqax=l|hsU$PRJ)`K=zz zvZT_3&N<7EZ6oTM$qRVjrZtx6llPvXMbkLMzmS5!ZyVbs39s4YD%7m-S_sY_-!+P! zjOsn8MWJGJF|3SrC5~s75K<1yLRQf(+WJ*5ADh=RH}2=2(*iEz zy;gfHsBcfh_AaFgUR{*EM#C<@?b$wQw4mH*)Xpr!b8Shik#paC)atF?HQa`@xrH5n zFOLT^O$#Fn`>-mja5fWB%U5=3nC;;+v?exm8W#U+q{%7tptE&_r)lG+v4+c^SM0yW zk-9R<6g4+VTsrZh+@75)h~rg`9Ol&MhheCKlChfWHs;d0`}O9ReXjLZzoO=4AYF;H_n2BRY`RoDZ+r4~`CG#yaOROSCSY+Wpavo*QJPI0gWy*;5(*4m=S)-Y_RS9L`E{TL(cG*&-1z|{M zb!r!=5MSfeJG(w2<@1M=`3he)s77=c9i5#1Y-L0Q&hnT!{$!8C#0NvIbe7q5+w=5p z*=6~fM|pHIiuB-L-i*Lo~HDMZsDLM_KwbdrwL1#K(BRlk#8(MCCILmA6 z_%*Wu;=FgM98NLjLs!At3J{%)P4_JIW<#^^@~^DvO`O4HGu_^7qI@6D{F*F7&%oN_ z`J-A$55|AkQY!cIL|tjAIc!9iLL+e&E0T+~s?~PjmB#kODWX^5=VVX&#*Bi|Jk8nr zwX0;s(ev;YHG9~X3`%M7_`UWJFJyD6qne{D#W43Y-C)H!pK3^9^TVS)DX- zuoE>Wx^$&zi|B`r0b-m7kkstGE0be+yhk*?YQ=kl!<}9f>MW}+?`0=^9cJ^WlpPAo9|3i$xMx(55<8rIeF}$^&m*jf*`g!x6IH)>5SR|{WzKqRJBUj8Ud~_*o{XfzX_fE!gd1YcESr3o z%Cn90S*bIhD#_|lVHnoE2ffhVwI~}Q4QkxhJWZSFEsamO+V*n5VXjCHEA=(MZM|88 z9{e{FLA*?MB$r)lwzwL?SqVbB-%Iw3Ctg_aOqFigti$UM-&$&bEGHv2!-j@CQiFT) zzv*?-=BLAR*4Wx+7Qr}~X)>cd!gzR@TPK{MVyR&Qr>j^+hFRLUKX`=GB^t}tSv-8R zC3K#Ami#YX<_2#J2Vcb3%fk;GLS>aqL{fA-4}&6PVIJq0>`=C8T^H`s$2^U*cva85 z`nfYhjQGq-sCoa3%#FlLJ;#^GUXc^^YPv*}DDmX&VHjbaDwc8{-i9dfo~MK*Kf8zH zRMy82WuZN+YnWxLV|TjToWw~|6e_$Z1q!b_I?uC_Gj58`GT>2{n%o>#;qhviCLU?o zkyBCk8{cX)`smSKaJ-L#Jt*Q!bRM-&eD33ni7HS2iE_9_#*D$DGwtCcsxz~UNXh7S zNL)N>7NnR+F$EunNoF4e`hwC#OT3>9jpQYpBTboy&VzHMXG4jTx*m9I@<@?$Y(Exv zuM}&fv!&JSWS>cyP;g9+m$O?>qZ#e+O)eMU;6B~o@I;u1@Ufrj#`?!^JZ++RlJV`c zS}}3o1!16N5hw*}Q8U}k_qH8okzsIt!K~u5+Q-)zi6{N;hSj5qrKmlB)6&Bxr z--HJJ?oErPwZd6hp-B{x{&$!uFe190&97S(?Tx;aS2{}+srMGM<8si(5doDV7K5gb zEdhw>QsQJRai1y_^8qq9Bv3YbPOsA~Wr|`(`oNS*gsofMv#=%G%%E}hwSP|qeXwM{ z&X(U9_=Zy1vaJrTwH&v^>(0vhWID}^FN)b$5{p4SWVScYQX#*_Yf|6v$>RR`*fYoR zDuazl*z5CNzZGlt-n_Gn?n+HB@DlZeqagxoN(#qeosrzSvp|i<)9Pu0%-j$!r|)C; z@}`64KD?ijm2oE>I`!c-`T?_y`sqd23OGv^RPVlm6V8YpsH&s{;brapa1~MsC9oCm z18!&RX5`?hgBI}$w&22+tjO|kh8Sja0%*~EyARbVqDBYJ3uKAH3tK>o-?moXIvJ4N z1zQj9*%Co@pxWC_*5*;kNY;26O&^y5{_NM0vJ|w$H=fn+OP-Ng)Pp8)2+8xB1|ID` zd%Ydyb(4Gc2cPAOMH_pDm<3+aSl8mzormw*pV4nt>2EzMv_||LRlg-G_+haf=yKA` zSvbnCHG4g>?(NKe6J8W{9pyUK@OTiZNYi2^<+VT8$ue*^4F#;A@o*5vJ*~w;-hboS zLp0NEY2x-{yKf@f0Ibii0>yi{r2;#;dm2^?m|10#SqaV}q|yG%ES#ea?sw9(b*JbV?y zC;gs8c|TteUzdp{%zq<`q=VKfQ1Y;nkLdTvC=3tZWNtHQS0r)^r}fMpGgcZN#*3IU zW7FFl#u=K_l3EmYzrDgC9YkBh!Iv%a&T#yu3tBqLJW>i;R4a(*vV(fD_{q=QqvumZ zue3A0X@gm`8K=fZ2-ok6#Z0AjKqc72^E5VAU&&QxU0!C3&aC;iMK-yBZ6&?gUoYXx z(3{Mb;)%EqKQnzoJuY)Q4=-Vzji$b5ZZDG6r7im7hi{WhB;e+AA-`o%9`UYvfFwF+ zR=*TehF-nPTl&Lmvf&=FsR{r)QM!Jsszx+l+Qv(EHX!L;b`hM&PEh0!K7W&d667;n zj|_h_ON_ZwHir<_>wS2sYFy43K1JSW-V?FW4LLidi>PYAHDWOn=qm*(+Gn;2V`;IdBOsxLQX(!V|@7BF%};^fv1oF8y#sgXi*addg0o9ZHCA z`An~qy%bkiZXV(gf_mCZS=GLI8yIv_k{{COl%WGB%3K$1&kVkhaHUTsxjd#bGhk)? zmBJCft#V!i#|3Q?#6cq7M+`YnHx6?6@ncES5O+vDx%T_qq zTZCa{dUfFJ1Ao;1W=NXaH?uTTCt**p)n#(W=}ts^{ZrXfbv2glD=3{=VJ$#lS4R_+&dpwzLNy4_7-RRw~G-{*}fU7Du5XVE( z8yR@E!22|waqi>6o0N7>AyE(z#Cq&fX86 zp@Rh$@IM02{sW%&j((}ho=AMVs%w*A3!JnJ1g%Q0}qg!n8!8s9|uKs+D)e|2c zr9rp{q;GmC&5~ouRgdr8Q`I5fRpyWKEUcj}oHPp!KBsYR1_eI%it}Gdrr>ZV?2UVuv@L4sKQDE=)i4E;PJ*Nz3_kLz}>< zSdO@uEKOTIKjYT4u!w`)7vI6Q-$#kkdGn|H{5`yoWoE=FtJ9S?4~?@^1d3K* zkH_^HcKo&GO{OqhQ)-7gtJSP1zi=~wdaUdT{GsxYjgpRZ#7t0KsfytarehZu<|B+^`gyb%*6I%!B^Hz>ku0yq#nrO zZOx|wDLg1(T4Qt17?S>pmq^=Wvq3h}Y<}t`jv=j@m4azoyPHlM~+fdPwQSdep=|aMmD6mUNrL z^nruYosxSzo5dM6pUp%xeiG<=DP?ZvHjHfZ!fug0t9u2$ZuWv4ku)L>Pj^F2du)`` z*KOwa=^=xYO0O$AH=~yE)Ugj4KsZRk5C>z*ews^&lhWuiLse*A&1MVSCXsr}CcRlv z=tlMM&S0O>*MnEM50 zk(FM&c#tK<&<--K?%{oBIZcMz)Y82NG+;}<$6m;xvu6aG7ptm@B-~MXe@oY!clYve z7Hi8|5tWG^UQM*3OiF~4D2;bBf1yd+V64FK2dvXnlp!*bj#-dDA}MGGo3y`s@hq9G z@MZAcvb;BiUdk-aHmH{87on4&w#aK>SsIm951i%SSL`JOk@fHs#hpdednzY{*|bBZ z(mA|LdI`?ep0O5+Tm0NHvmz~{2l_k@r{Y<+*wv8z zAjZE$3(~^j`5AhaO2vuP1H)9Jrg(hKA_jr?|@=(D%d1}hf=`^<1WkX#3G8ROz$3+5_LLc5=Q!eh|{Z@ zq>IMU>FHS|U`SYEf7koQmlVqB#+;?U@w|H{#Glq|uG>^bZU&EW;nIc^N$wuEY*}CH9wQcKjH+j4zH0~OuaD>m4 z8JUZwe)j>>4BoRo0<|4)T2~##y5!=iBV8KaAm&qJ)IqqSB51(Nlp{guD6%(Vv2g{)UsXr--r{X7A;U7WvLN;q>!} zFwo7K#zPK|I^P~%A_6k)HoZ2F?-|G&k$1P%x12DK(j1w@@l3x@K4_z~yWqIk1~OjN*A% zUb~A8myz{p1BZeq7Id*|({EKzxe^vgU#fQ#igWf|XBO13A%{o#cOizri&i&A$sGr(6GXvy*KkiZ(5gs!ICU87&`4)Hb_e}`DG=#Q$KO`>6!7#aS*fz z(RD4ufY{%wXVER8UcHAcy9WTT3&~BR;gY)&(<%iZDrqciJ@4^T3zLGBclmPmh-1wqO&N6m#xyIm0PR_8&Lt-tvU?o) zqUyYa*`a61(#l+Q4`&NHiA$_!k)LWsENNWLv7=I6#w6Lb%jmb7|HJ~V&$-^+aA_l+cWKhuyX0!~IKq9Uz zHtZS=AKj~=n6{GDQiMr@Mx5P(T_v(8bQ(A#?b5Z(s;1SO8PR8{8%89zH-~PBPZp{3 zx+n%P_AsYcjmUsmuq@94O;=jw`C#}~IMO4SRp#{-1(U+X5N~zlGFS|>U3w{e9R)%X zt~=Tz#;u~sSNO^RGVbMMNe#nH@JeqPi0F8$q|Hpa8(725OS_o8uvgkLXa-I)N_gz5 zf|7@!nA13J4+V4HHa2AS^vv-|(tX)vZ9TZA?RTUwnvX4X*Ln3+p+$BX3$fpLumRcR*!byskFl>;c?yN~X1pFKr>P zUsZ?V@R1pKY-M^N$j(TVn5`=hh8oE#fth^O>>EU0S26o&5UU0(KzYzQqK<9H?05WXWmp?sam zQoy?yQl#^7-pj(%a$zPSdfmYXghveeTJw+;58Jk z*?p4^4}9(DET)=dM%^uN>*YnlrmKS&3c5krBSqoQy<^~(WgS$s9CrtSmxxJmn|16r zog}G_r=gbpZU_2?9yaW+ziUB^)I@Zm#WTzg1ui>Gi{uG-P^U_XwA$V2a8KbCDGd!#OcD3&4|Tc@Vt(3=;~~) zAp_@W!#Y8GGPuI5p`*)Bj~1_icRfcAugq6A48lR4I8`;Vp)Lz+1JCq?iqa&4hrK#_Dz!u?Kqj?)T^{%<2GIZmbBHI@kNY2U-omapAOQkK3S z9vK>`?3&*exIn7lezR}7mJ9s8suIDoPV@A9xYJr#M9ZDEi(~UN^B-L&)?tw)^@0pI zwx(LUz;#;NQCmr{0$y7dN!>~I5{Y~M^iJ+>G0%fTWt+RFGOs+mS{9rRwq>4!g>5yD z1m|dfpXdE5$F?#|daCMKph9^>lPD?`%^m*Wrv-8M6e(`1JSE2 zA?)2bS57~oJQ55z3PqK?{|fQRir4;{fEG6$)+|}HVg`hTG_V5x{?MoQ3*vVzzg$9R ze(SUo5cU4M28cv)SK>qtdVAj58~>iU-TW}nQuuN4)-*oihnWl83HE0ETE@%Nf7 zq{91f_+Pw~`McLJSH-e?hAb!qFC)i6;jMoUFVkvSLtHljm!pup4zsT~z_kbw#-h>& z+0*hMtAF;65C&}2c45dOL|G9AD&>mJI7YosttPSy!`)oXqPjKF6nG1+Fd`(xQh(Ri ztga{|$4=rkG|!rp5FFkCFOZH!KAGG|-u_m{d@K?aIrBDmiG(siS$ehdch?C5ExsWl z9{IS?NS&Zlp48GUOoP3|OK#!fGnhWvOZVKO#*V5RsJA|=pj!fWM^iUVsq z64FT=^kGM z1(V;y@AMHdB>vori6B>%ie-y_rEB_p`LyiqHC9@O2|91H?;`q@Nj-elXM^{k&-qyE zj)nubs&=MDL zW)sRsR(OuXPSZbY@4_D=Jh+b?;#t>`^IIVhUz$t6?uhR32HzzrZ)t)gLzFm9;0Rvu z`b;XA-dA&(6PavV*UVvQ4#C1A)gC_MOs~>_a<$D89g!N1he}}F;=uKAJ;!M<$r0rJ zF9`a=X1G?ue7`%4;p(0Jcil zV4nYb{I0wo0{QJYvDSajOK+7n9tnz?%w@6mEdB&ph}lYjdlP{XQAs+_@@E-Q8w?zg zbM$<@cf+W|$>vgB#S4zeb$Bt<zUr~R&JX} zC#YwEs04~PIXYF5I3-i9GPWcp)@P0F4pGhGvg%2&`h-%!kQ!5L4Z>H5$ch!#Jff3+ z{tgMLs@v|8EqOh9IU^3&C3S*#eO2u0zFhc$BKZpb3j)WO6yZrF`fwXXGDHW~xyDL=0BHgka%(*yfp=8&`(iZT3_rAI1 zaR%&JInMo$-C_}v#as`+|9ZtDyw-U6a+;wUvKM(xiSJDtfehadI^y4a_}w_e7NR(N zy>aT2S|oJ2v?TS!QwEohsMy<`Y`fnH8wTOqnvYds?-}wkuEFARP2p7)*>}e~=u79% z(lRo_LWLxzCl2ZTmt|<5on~-Kkfy34SshCIa@<*RQa>}DiI12|04J)UZ2FZqm>O{w;T^Dr4$r^wgD!zQz2wD+{)y!C9VU@mb=qoRels2?O? zRAj4rQaD`m@@d)yC~MGYPng1)I4rO8yn8LRXQjwUx7mjpoGu-3C@(e%JkSVE?+=xkjKqaxKS_klMEb{9GQS7Gf}%v^5B5C&|6)q#|YzhGF9Ix z&d+|u9k{}Ws&Qb;M{Xo>*xGmaR7&%{afS&&)Mk{A%k@31U&^mPo2OH(MJ0^lLeG9P zjLZo^fJqE)_mxj|-5iky!>)3l&nFp;2UMuV?Cj&*-o(H^$8p%rYRFk*o7yox1YkRV zcTndsW3iD%tj6y;>f4*?SMsEklCcy^X`P*;=Iy|KSE8o>+S9+=Z`aGo7&z^0d7F){ z!B|xLmBoQiQ3Y#bn9W2Uy1v!8{4QxLFbOti4Dq}5yByzq#1bb?Uh=6p6&xbDSCsJl zz`NL?*}v#d^cOw2=ct6-;>WVl3f_W_@+gF8GjXU`_49q+ZNtAyrGjJ-RX|qzc{sv> z+s#z;OyxM&CRRrG?o`qPd3dQoX&@2w?N1tym@B&C-OgJ;I^I{m$XakV$A?Rp5H*^=t2XL^@W) z4f*809KO-&9{V75IB#+qpG1TWwsO$M@6j{7!<<#iTRfzrdZZ=~3W)i*YR z0dGZ(ovLv<&Jj*}s8-3H3K^@sz93EMu10iG60RaW(xKR>0C;$CZINk!*EVhkhN2bJ z1P%;!h00Vf6l=-kVkom0$3 zy+=0@;e?U+-CET@;MVDrfa5=5xFW6m z@L2~p@F7~%De5Ov#)7wqEm1*<w35b>$p~8s?C5paGB_8>oB~&V|^X$pznu= zze)A+8Rq7iMD|zsQ(KX)os$`om0>Xy_ecOE4;9I@gStW7jcSFbDqTMXv27p`@Ndmt zIw35N6MY>{0N=yZ6)E6ST8<_AWegdd!k=b+9nW?4zYGwBWpf^ABzQxR&a zoypu#I5<0hl=PgVUmL=KotM`YQ9XK5lcq`6cPSQk2}qb_ZqhUGMPHdRflfP5H3yU$ z6$s@2KxKK`pOrxD z$k98Te%_FK61vJKU&{rHs(|Sa@3JkXUg7RJ2@SRhm%o>kBq6$bR{|e%(_(SimT>mE zSb%qSzWiN0C>30?fm20fyqFOT*MU}xynnKBA`qg_vVRW_zA@J8mn^}+brh#UdaG}0 za2>v=&cJo`R7yFsJNJmlsoyNM{yj^}gY6{XLtb=be_{2OLnm2{42JAXXJ(YWx%Y5_ z`-CX;8y?B@*pFe7jG8bRZHh)|Pk@l9CQia53WSTOo{eL9YtEz?mNo$~%SaTViF(R| z=^q?{-xDD}<|0Av9yQymx>*zW?n*N%+8{fe4`&04kT03cmUr3rj(39Y%&s{)MT|TY zHViG~Ihh?}F?Ozf7qQ**qOGV$dgS8-&Pju2?{g#WND?LRpk~wLARm$AlW6l=sL6@M z`-gd||AhnpWlWPuLstPWaxG|njJ%!(;N?6;l1z+enf~6!r?j<~)S27T$rs;W z`8;cMB-MnkIo_9DAS#^_$CZa_@S7GY2Asj?#LQzR?HS6CDL(q2Z^9J z%v~rSP9qk>$mS?6N2WBEHv}0c@kv4~`e8AZTHfOb`X~0kFJ(A@?{fXZd$=2gnLWX0 zB!UJf?YC-Pf48$<;%g9-X%0`2Q3-UqR;tBUz{ls0q&JDn1WeVR8m2?yqFS+*l;EX#O&ekV=b(J@=5Sd6OKoIs~NO=hA87 zYuEMAc8nNWb{!2VDzp`;V;B=-+XYA9u7}+@`|onf$8na3%TC9zl+Z;vQr{qPyqP}> z>HdzGG16>dmJcZ>e5?DwhK?+8ocGu;5y|WMyL`(fyaYbGn&V)sm-v`*`}VuOo<}KG zZ846c)TnhOh#$lW46f#AZD{Ki<6==!Ocsgw`HvP%Gfj8)%R} zoDDw?NmRIUoWAF>kPUhU-@|2T#Z#3UE}aT+Pq!bukVna%?IFvnjhENF-t|%=U}=`` z)OS1At~7DRb*tNZiSPxTXg4YJC*;r8D*7Vrj3>(-hI$D|QR(!is>Lt|eC&(&NxzXd zNk%R9IRuTu4jx;IreB=DM5;W+WEDP17xESE;=c5ugYFygb?$Nxgl3#(3`-Q@%9gwy zS$JY7#C;KK&haxa$BJFq!3j>3F$`D?Wp6r&GE<2askS{#LNwGgAT2*kdN^+KenQMK zW?@+TSCHdZTSIM4%5JNNPdQC%TM2hNDf2tMG? zaUQyg*7+RGJT!FWEVNGVf!-l>BQqZh&ifsk8ofg`Z->y@j7f$S_J`Ad6>PDEog>FD zDyAm9e<$iqLLtN)d)J(KxGgn%wvgb0KrA8<;8VmB$~$21Je&l-Y3>Wx7(bHf)2YZJ+@u+OIPA#`djzz{h3K?C?eCmyxZW)K-!WZ%np({o?=cfy9+Fl6WL5KRcHxxs=T3rgC} zC4!{t&3sp1o6np5NAdB=%XhCT*P#~nb3d@~8l2dRs)o-SW2i5j&+*NfdjfdZB(nj2 zHO(AK^;JDj_UfeYEHFG3>FXw$9kE3^0o{8=azAf#uc3NC_-kk_OPm$L7NYe3a%J?8 z%))U=Eg^@Kw?p+!Pjb!QQ_TU+Isjc(lejB^$SqMTx!-Y*h?^fvj$&PZt;O(h*iU*3BgQeh&Bb~ov@@_KYTnmKn{R;q&E zuk#D)1A1!T!-{aT`_NeH&Dpi!i!1F4M5Q^$<%Gg~I6-6QyDIlaU30lw2EgbXJVQFw z$_h=B;)0J5&J@>w+fisR)bS?*X{ zqTqbCA#Fgl$ot(1WnS3G?KrR}SS{hEcTLMhUHXyo_o~{;DFTH4LDUWqe#tsnln;R>ZTueuuU)wf0};4Tc(o&WWNQiDKu|)}i#Tiak>e z7?=!87=eYN`@EbsqZaWN(mgwWR(|SV@+o`wlB#UUlZmi<4o~Nz!!Tlf=z0D1sA{z> zIV`a@AoDv4!%*c>o6`p1^OJKA>+3xN?Msq2XlkUuZN5vh=KY}Vgb6{l4Vk6<-Aync zj$xWbBgRIa49Ca~D1D~2+Ep!L34lf)V2*#Sn;JR%eQm&*w-3dMP7XSC=Xs9{E5;XV zfiT7I`qIh_^^1?JUH&Y5;CfslG1aVM;QLckBLUy*F|-^Xw=1nxn)VV$@c4_RybuS= z@!>hHA%4R*TyvW5(X6O5C*PgsmebQHL^UPV=@!rfzn=sv!D5d4q$glZzxMLP7rFi} z%+Y;6=b!64#4A2TPc8>)Do-5sV$RF=+azeZJ|y{|J{GMV zkuC>*-+n0UASYoRb>J`bpg7d)J0_s+oZ8=;8fl7;p(@r&?e7xhO#3d>JY3&H5oN?J zhq464ea-jvf8IHzq!gzs72a9CO|12VLOF5ERdUBhD=?Tu5S;r`c^RBOzI#0t-VlW4 zID-lUJ3O@aKm6`m(*aGYrE)q+D|}&8&6QF&=!hWwRyA#O06!dY?mVD+2EB!oD-C=P z3mI`{pQv0O>V#bH@_W*{rR?=OaP{3rzv`HyB`}7h-&#RWJOVtZ2Z9 zI!9`pZS04)u7%7|+=toKB&5=0#?ewihf3b%-E_8DA0!hu^Ljk~8r8S`yt_el*+es| zoOko^sSO8{X`b5;zf&J4jg)C~&UoKn*xZPEzqzDQq$Um7&iE7QhAwWQCZW<<^Db3_ z6z{g7ri$V>b^`9k#T*G>Jk_|B$b=jk04*@Y}NEE8z1Y$%OzYh-tF84tIdK>au*ki z=<=%MxP*0wO?{E1!5O3cvNG2BxcwfQCn8YPg@!)}P6)Z$D#!?{@TvxVRh}*vw)QVH z(qbo_(`H0hQ$!S!B5T>^d)j+QHGiNqS?v5-OlYZVu_MnibJi-^lVBZSLVAu*&`w1s z=Z^F3x7MICGNr^|__+S4AgT^sOo?UQ--M_)z5_EjK$kT9Fl_kRj#rS`Qx)U3nHx6wF+o(m5$OM(O>$ zuU7qOeZO(8FKe1msFLFl~_F76cU!DG$1MSo`a2K<zE$5Nwc`y|0U!5zQ+xP6rk|my z=F4HqYT|%Xe9Oeaz(a~r3ieV2niE{03yi6}8%r(Y;ZvF~a>%Q-X27rIR3m+`ipgp) zq}!J67<0y{-i@E7Mihm0lZdeg(GfRE4=3E_$M{}iO;kO>$P#iTt(GKQSWf%1;#QaX zg4*vx>!$wTwj6T2XP9|X!6_`U|4^p`DKy-Y-VV*gA7vLf)G)zdw}}PdiU6c&uh~Zshz$Wbw|rJwZdx38hyX`GxWB0P z9H%zEf(X-4hMqW1U*?x;>QZ;nBB{5(s~~*l6c-5T?AVrW64tKX>!SbyLJ!R>MBsOy z;OL>9m!s`7jy&6mPBe;{A{0(Of1l|S>>e2PjRUvjcFAp_$|!O4up>;2 zfw8hqyju0tmp$M0GuU!r-c+2=mqW?r8q4Me?5-vVZI`OSC0v&{^+jLMboAz0UT`A1 zUi8=Qm^sef=0>#KE_7gW7*1LHH`E$=anqN(L^MQAS@|r~0)E|X*Rh}WIchF^7MC0k z1Sq!gMsD6o5ja(HG7;YCv2#^-YIL<&L?;NAM$2P-s+X<@IsM%t^D_~jOeFiMGyTl_ z&h_-iu8ey8UP&FXL3LHAkG%Y@SCKF|MR4*a;Yd@O9>SbwY^VuYy^HdC%Ui}U`T|23 z!Jqt9a=ALjWxhBe+QscC?n=xyk_E#!UQC?&a1r{T;uNC1J-WN^V|YEO$2k$H!^0Xt1j#T;Wi7r|1ZTZ8*kBaWSL1Fq z2@mihI1;avX0v=Excyp~(C2Bbf{(TQ^`TAj=8I6~io@coNk`fvfw5!DidMFOONg;6 z2*Uj5?G!p?PQKIhI*7A>5l`CDRCpdfL~uuaBm|%>aY#&JXZ>jU&2gyF``lu_o|hFf zIJ!&ntv3x^iaG*}|>FkvZtI2*J5ubyjx_K6~EpO-}hB`3KLpZHQsG<69XZ`y@M zd~0nwN5}Q0hQTZWzTfP_gSoy}0dR7b@5VVS!bXGt``!DdGl+;3R6Fnb8D#QXUiQ1Z zRxym?qakpWlXHJ7Et9))R(W_C<8wre%%VFjYA<`Bb&lB*$B}K`c|wp zs35(|QJ5rwKb_+DD_ak5pM=#omTT5;N`JP9oR%+9R=XDWW;9Fp{2~*Y17r1ck4FC zpF}s7>J6CzNNc`_OU+R6E!4J}@w=Mz(X#Qk?K-M1slDpfc;(n1-o|#xD|AXT$FD_Q zn3&zyqa9&Rntc~yceYrlOQ+P*po|Zy^{;KBnB}kb$X|A8NsHWjG#r#6z8X@^aRYl)iAPxwMjSlupZqPA#0T$x|x>F+z7PRsUnM` z$K>ng#sY6qIfLQatftr@Q&fwiqMXq2*(%z-*9ov#K+Kf(@^)zBtCcx_T3(eBN1Kz=e!BRhVN-vs_{Qu8`0gG zG*fYfIUEg}C#$)eBo~Gol8MvRydCO!y*}V^NSH-rYNNR*E>FDn`U>hkGcz>`fQNjT zCUH#Dn}G*ov3M=Isf{o~4}?bXDdV)}Fa!c!drK03{_v?jUkDt>bi@a|sE$~_wAXl( zcK>A$a^LmI{x>`%wHMpgc9SJ|uj+5m`J2IN!USJ9c+3vr-n<>OG)f!+%_0FpqYfD7 zsassMNprb633giML%Ez9i_gg}M>V*-+zr(c>`^W6*2F&7n%nIm8pd03bwiJmN#p3Tw7(#$EzTjaa}rna*;|k4Ai>8{dpOIW zWe&NCIz)4zO7!KnckS;d*m=~2V0i{`>MSEcc-`~wJh&?U1pDcn&Oz|`a&8Yt_$&np zOr#+S$U7xpIX9%YT5KRXVe?lf-Bf-f&lTnRyC!XMNVuQoqpZ7x*o7eYsdENWM_0hqiSkY)^ z)oEg`V5`+}v%d0X;TqUtis$r|W}abExjT*w(%(5e^dol17sT~n;x*)vI5JvsUmY(< zLa=ePy}&5={Yq*$2!uS}?RN~GrTr2y@cOQAD)7>ZYHqP?(qIsK4)H2BpBx4*EbZ!3 zNl%|WFeZK4LpZi5LuwBvRU59>mq|SEu02~$grt^@-}6S=4-{=7+4HWi;>zUA?M^3Z zMy}&9f)#LQ%e$(>RGl9j$2|;MOb?5a@a2dPC z`M5~{<+C=G5=K0TRB{e;jVZO2#AoQrNtG?qP)OL(4x%1_xrc6W&QRmtnb=!8|<*th9B~Bl& z?x|jx5-*(k6~95U5J$F;OvmPSM6SQTq(kzWK_M8G_>OW@HJ!SN0lN(P?=YJyOQK zA0FlG>_lH*Z;q+HJjXj-x6`eF#uA5uii(~Ap+JY~1Ez#(tPU;u62*Wc@O|>UB2fSX zU#yVF?jcuAYEN>&ueZ2z8sIW&F>PPkV&oOZ@n?0vUbA!S>ZTSn6^1Q)EI4rY-Xb5c zsoif0$7)gEjPfSNRje5~ox41ouxt`JqInwvR^%aT!XwBx_?Y+HULZr7eW{S$$VMkV zw>;e;Le&+)+7@zMN*PHV){Pb_vy0v!LWeNe<@I;hRqy!--j?w_yh*K1RQla4H3T8= z+BIw09X`B85;+i6g}KDi^$|~%P}rmtbggW_(Dgx4t~_GTylS}R`+W#DNmGE zNA)-zY12BhO)?%MU6$I@wjHXE^1hB1$jWgV9Ha3WQr9%{cd@m4xV7J%l9rF##F-v$ zYW>Xu8EC?wqIB%-y~Vp?3$;Fo2T_KU!`Gryt-YBVED&tcL4*^|EaX zJNnuro~q(e$-k^z_-dV~+ed$g6DP0lRZ(Jc*4N$ksV63;NIZn7T)4qaAz-m=LI2aM z*A)4SDza3>Kzg;HF?k^}`!;&ls3nJ4^p7~c0smLtKH|nb92d$Vy!T?XH3bI}Y+CfBjF1s+@o=hCkEFpP3Rc~Cs2+;0rZU90#&pvPIHeBJ0C@lAQd9Nc zRNaf>D_{CtC?i}8qD4_i&5~7c>e}L1TC|Pl+|=uEcdvw=ROI3Z7+FK|eNM^?j#^FO zyPcd$Xk>zDyY=UGN)dMV;B>}NE%~&SX3YqreeF3pWDE3Z%YmU{HJ*y>SO|Avpo}j~ zXK7=KAzOwEs#A$C6H)T?BGHvl7CBCW}q?e2f zGuu$aPqNYPoUipfTgm@gE zEhCpWBu!s5<5G4xT^Jzd)T+uBRTS`f8&4HV2#oLe-t+0bfQ~nI7}}HbKJSt(8KqwH z{cOFv!3yUYsT4p7oK8rIdal{!{%&yCOnp*H&&PNn3_t!tZKb3yMMym4 zf|O8bmJk46l2wpC<}S|NH}z#m|3h^`-Q>-UC3zR~`ipw7l3!?nwN3@nOXY?2;gmr3 z=r@n@Q^O;g2753qMHCzy_VXYR{s+URG%$Ma-jqL zzK3sV9jKSHS(pNRkLvccJ2~Ua>4%ZO29FTzVDEW3;FldFBq#DdI}S{X>#2oEct{pe zDcdt$DB|WYPya?(C$ERN=fuamiBja_s`9lfFm=u8T!kWtQtJe2ue5#Ts;Z&!srp4U zZF2lVBx8rG4X^4G4jyL|2o@Gq_z5Z(tZ!KrP zeAc)UwcNG?2KB>u@DQ=M8#q8wCaqSfZ# z#hw)f;;ZC11CHk}Hu6?&EQ{S|Ns(NoudXEmrhhF+4@M>};1=lm%rU6c4rZ8=l^WkC zS>-t%UP^a5yEG^3z;|pTgeV8u*~CX3&Xc02F!FBL7KV%7`e*tdcpqn_kUcv8t0h3C zniDujakOq2Z}W3#6guk&HHpqPl$^U5jBN;2aYrrJLXg=mc|DvYW>SMtIlfQu>-#v1 zd@uQGj&rcOV;k4&%yG8p?W17w?gU{d3NPYf9nvr~aUq-_TY~0Mc5C6Ts?5cwuX7WB z%$r$gqb!2Yl6NTv2zDi)Fwm%!)H{_s_l zPJMXq{^GDs-b=hYt^&}Mm|cUeE1Crq-X8}H7@fG-#} zV=Y`0=gfyw{%Ie2TgpSkfl=MBy6e5)<6d7v%`Rf?+x>SvbiHv#z{~sApri$2131HA!H>B4(R#mY{|A>6d$n5O*Uq24 z?w(3cx@sFOkSJXAIVu~zvpnDRCs_Wd;3<2*+g#8DJF48<$)6<&x8mjQlZ1X%nUc>9 zBP#NJI0tBC^EN@>{Mk8c1~v#~kA(Xt!muVCMC*Ek!x!d&$4a%GD*7l{>FV&D=7a%% zMS7HK_}$XyA-QDT{rxCc4o?7U#6gKDP0gpJJ$1%Y)q6bmd@3q_r_%`Zq~+}p1*qYG z^~f_Cr}aN7ISH(LzXRW@+JX~=kYxVub-#wKWwIA5aol|zMHT}>g85v{RAMX!)M|44 zWHF**Wn1AD_HMW|oE@3s_{htPh8GXiI$mpwyA7x&s^!Gqo4T@IH`ye^{F;aZCF_b54_hRkM_A1JEtj3`lr zS+U#$3qDY5`itWD)!sN1Jk6{wJC@4>Z$0AWge8i5(IKg(J}8Ry&b8!bPTM`B`)sam zLAf;X8q$f9DalA(m2ihhkU4dEE#Jd;8N=0B)!H#|W`Av3*6%=TlH(VYDQpFF7u$#w zeybk~7kJ)R5pPAQAC)Lcd0qM}d42DWhLCpiZA!P}*a;wU8*vQC=;^bJ)j$v?f^1Tz z4gqDAFMihlkiJBft~%{(cWrt#%W+hd&w|qRjPY=2Tq6QO2jiFH)AGBzbD_;mCE#c1 zV4UK(v9Bn+shJ)pkD`TYoE}$i@aw(BDR;iPi?U6#+=AcVbs0I_WGx?y9VEVKXt-D2 zeUE1C$Vz5YXH_z%$EUUMJ@cj9eWb)vqnl{vJzh_!jwlCgrCC*7T1IkPR6UKSox@z) z_P8|QK9o7dg!eCbwovHFy9^Bs?fd83Z+I$!EyJ~|s+f#lLuiD5imTo8p{PfYA5E26 zceO48cCb~%E5G}ig{i=?=6hsS#{DW=;!T`kEQL)4<1l^@v0OgXm#F~2LtjSc%1qiX zNiltn4-z*VIn4bisZk5|*6FlFmBO6*Cpa$KmoJ59AEMn=PAkbxkwlv!HCIVuHqHWb z%b!h>Qs2`~X!3W&x~HSRy4)5Ct*WQJhoXbkX*wurOWq|EA2q%=m{UjoEE)0|md!jA zcR!qnOav1s$UDZz2~I(k7FLI-z{}RYz^t|JyxT{awS@c^T309Ulg2F$^(DW^^|4hs zq~f4_xr=Az?;?X&SK{A#a1+xdG5k`Ux&lYIZ^bS?9$KSW5Ch{_Qc_y7RSjG!DeWWg zu*9NQONu$ZD}kq@`Y`IeBVqNt{h9IC zIU?apU-(j4+_ndbZ{PIt)b}^jZC6Llai!-X$euqdmVT?Fe->R5tlF6kwMMqYRB3Ev zyTc(TlA}<&y2IcY_cm>3QmrXk+vu!l^WA;hOC(wgTcw(30lX?a6DR5_=Z8xsCb||7 z05@KPT^*K#{h2YOM#i{?agGO+bA!-G+8et%7F^YCs=_~+jVXHz4)uJjvo`B~lS50F z`A)BOX#KDnTi6V{Eo;=h7?aT z&09*{M*q$D{qBlF0_DDs+g1d}ZVanPS*BF2()|$WJ@oz8I6rwk>?H02pzM9-bWZrv z;!FHScZU)9eZM1C1Ki#@{GfKkRetx6KU^FZachXr{(SjNP!jq?I<$S}+}s^U8i!Ix z${?IFS)zhsNg-pC_tLDtH`L>5);I8b8v8)Ko=AODEF&Oh65*B{{%)IROb7FpIcUH~ z#KUL|9?QH#;IRES>tLP-t8(d!1@ei9$vC?Av3Fqw*%GTNw6!KU+ny((;{T}EOcvnD zuw51V(&sl-K5LV3{rV)yqvq$?ya!4ZT;Z^(mc?Bj&f)40C4ZK%1P9?R;yZdjdrgLuGF#|JuXlYvZotCq%VAJ`*-_yFOKhZw zF5a#SX0b%-INwVoquXLK?_S!zd@RPS5puW>3i^C&T^ByNUC^2QHCo=~4 z5HVyNdo@FF(O%k{yT`t?)+O&z%vdF=h#Y4i@a;Z73e)l?hiv+oV@&a!n`6PPDB0tfQPTTR$=^@6%2EHp*8D`4j`Vxi3BKer-y%rc6T;N|3QPp&oPc(uh zHsA3j&0NQqRj%V*PCt*S8=iW*a8a`m6hUir zJUCj!)&5Ow&BMc&LI1}DcZCT*k%rf9<%*TUi&M-P^2ckopL|qUwN{)PUoW0YaM*Ps z+e2l_N_<{FsMxfikh3MeRWKVgEzR9*C9*>`Vh5ymM&8b~=AyAoZb5s$JE+l*x@8J` zT8;xx`3ip*l7*dfc^_u4=r4hu_5Cij2%JE7DZq%?a(a+ftzmj0PF`}75p?Y?;rL43 z`CRZO_#Ccx&AoBph~?c*@#_Dshf^e6v5MWBw^<#Yq~Vg#X2NJyM12^PBJb7K6^-vv zc=NQS-8dXgC-J_;rcP4*T43Yh zEs6^l#!a&}N0DN%*b5g*tmgYEK|$c)?KSIM&kPRzYn)3vY^TKAG{F;#W#{dSJL!ve zINZiml&A}j0}r&h+MCPo=WOEMyTv+IEnK7nFoE5b`G%3WPo(&fXC6PCPe|7j^LxWA z@*ho~n_hA=eocikj=l12abIxKtMS=V2l6JF^yi4_2% ztykO*4$1D0b8qItq>MiFN=0Y!Zk}f683x&!4x0l*DivSPwQSFOgXAwbuZBoR>i*$_ zlz|F=5t{GD@5SQT;7l#e3xq*C44)CMRPX9^@f0-&c2Q2(mH0jPRVy)+ zDzUc&PE2UTmPrKfOMHIab4<7E&fldTVMYh0TJT5W+(Y2n>T;aB78QkITd%I2119EkzX!Krk-EF)+Pj_m zeSD6wlh~a3v+#qgC^$MZX}b#r@KIbLPiH%bT-0F{$yI#V=>`IDYEGlXoT*#%&|h&4jOXlIM~EH*xiKFaML4I*ae zU0wV}V0aJ18F+m!OVvJSi;9TK))$%2PwMaiA683`?X|rHrHV=y$al(1@)i-LZV@no zYTfrp)aUL{VJVQSANi}BLa1oXge3YTz7%fK^(eQ_9DhNiV9HC>gYtU5sxKstC@6_& zqVS?rAcr17h@1tYmEF0wk|ns{N~VSmd9w~+p?7Ep-zXjc!SKZIhw9)S`bhI#Phq=< zrxH4+0T#g#pCOFM-bK)0SH-4il4!flaZrQ(BIr4gE6?AhGMvM6%a?2=-wHfN_}|9hO1a2U2yPw=ROY06mJbUBHvBIb1ZPAifZE5vYla&!B%?` zCWaN8>ByYC;34vMT+cg~>y1((t}o@6<}$#mPUiS!@^%K8HoX>kd3H4@9Dks_R+y>!45;od&~QQrMtu=Q_s`#{%Ni25rqr(@3G?rSf|%$(+;Ume z;T6!rN(8I#ns~#*WHKUQNe_`NiGjg- z{I=*($je!IBX-DAlIH_ll`!#5TvNB^Fcb-9v1fh07h)~Jy^ysmo8fGhn^76AT>Td7snLn>fB-m%l+NUb7s(|{o+`q1|}yML4X=Y zFI6w=;o-gQCKlE=`dyVPD0OK!C^`7u1DBZudh3o;gTv1eCM-I*Uf$@hSA|j7MG(fx z;qP`HRT~O6eeeC<52-}ZQfw&aT^??^NL5zu7MSBlJ}+Siir4aI34Lx?wzuu7jY2MH z`eV2|NPf&{L+gvt@I8wdN|%;(n01u-+g^e|uzaqOAmM#-m_w@F70yK_Qs5hE&1fXM zuQm4sjIA%|FV&BqCIt9ad~8b>z;#R|Sjd(|Z|Jbk`?=q5Z^?ox=?mjq5tyi5*)B=| zFA*z+wE~T#d|dP+#`J0(E+Z>y2ue}Tj$B*bKdA||)Ua*z?@e1rd@)R>K|kWVe$L}a z1fhYJ@Mz1<zBe{5%#k+X13NU@e}amJ^Q*+beSoJK0mXU-;sK+dL-b$@S> z4}QgtU+7(r>#_c3sGmrp!9+RW{Y#1m zOiERxgRXj-$`^);9!_}QHWA;KeXqYfP_0u}NwiZRN>|Dlvt zxVseQH5>kF`|3Vq2+*wjQMv*(Iy5g|e>ZuJ7&X%^5p9o?;~>E_V)Jg-3iBIhRm3`z z3YE(nfv-8!V=B+@&9VjSs6xOMo|OLJuH?@Yw~P63i&}w(Qv`5pwY-~NOX*poQ(e(k zh}@Zd6+P3MbHl+bTDT(SuAGAV393JsMqpA~`AFAI{Cb!(RDOOB#>xzMr))!!2#16f zM1tn3gVLn&;c!mh86TwGXO$64o_yDr@RXE-s%266KE`Q8o+g!`3T{5U#c4;}eYk_P za2}vv9Q)9gi)b7UT&Hq(67uQ#y-E<%;+}aK;Dqk&dGF~(N+PA0U!X%-oueZk+rw;z zfAl>SeADKPX19q#Kk&PA`l&jbSvNkU@flH`CKivt?}oIzPoR^P!}N@#5#e3yU4H-R zbgJdrcIoGl?yc2MJX}vL$APG`MJBf>-IF*UQY7_jb>BfD(9~3NBtE(6Hbd|!2Cxtd zt8PjHzlOnbjR7hK`K~DVs*yLq@_N^o5n>MXT0bTZ;Y00^G?0(fW&&?rLfo?3MzOtE zB5sJT-}LR)^j0a>UVJuj7Y%SHz^XDsIdg)!{_+)K$c+q zKReq#z`GdOb^Gj`52u14;+Tl(z3Ue`Np`bqGDH^`(ytki&C0_y65!al?i!LBs_}7m zv>tB!UFyYN3k_eN1ZqWsm-U5(T#eG}%Gr+6@@MJruVLslG8f(Wbud1!+53WO$?K`0 zRP*YQa9djs&w$HE&27%60@JaJFir2RkN~kux5zWqhXw3y2o?dn!tPwq3*fNy^t~-zQSg5+Y1&W%4P& zsrCMxoF(8k5?@<2u8Xka`ZSxuO9V=z9b0Pz80q*L$yORCbovMw{LEZo;o~ z?L@<*B4EDjTNGK5*Z<1Q+h041*@^$%iG6Sp#ZAPEg0TUZgGkW{*rH7TD7;7jmkPz| zc6q`5+s>nl3n53BaNOsEW5sb5cu9Ybmg<%dH4to%xa}(CH$Ge0j%*Q8ULBsgzE&mV z6mqTeO=j<^4UcUT`AXyH89OLPeC|yq9Hr90!-VkC3B0IAe=2nuXFqt29{=$3%6^lN zFJ2=GPJw7ooWSOc82k0f>dgD3t=0v%(B7_`{)+n3@;tZoUd!F;M+*n#P=KHJQ;JU^ z^?^nmVc=Z?UTi!Fg2XtQlxk*~`d*7#b|k(_$ZG`0gJ2pLlc?uK_aiX9*d2l^n_;^7^}E<)_B>8;O14u7(;4_C>u+;8o1n zTM_A~HV2>75jzwMdrRK`nDuk<7d7rB$7cZy`_rZ84xp?BwBkH3T&Zt12h~J&509w^ zbp3T9Mi9vo>0gH1v?;;jUqN@P%PZ0N=)j-|CWnC+HUh)Ft^S^>j_#5$WLxLXtFO1` z;>fBRn7q7I9o=1_?0)iYq)WvXzRr9zL&|B#Oj2s?y-telIWx12?R89Ws&5lsQqJPN zZi^yz#x}CovXGCtqI7WOpob0#1Ien<{!pH^6vP4p#ZZJs&)es2oG+ ztn{6~N{n#DZc+Bi?*VGpb-rXnZ+$&{sCPiS=G|P%PP`urPQofRbJAc0=fHy1gRJoz z23aq^tgRj-Ur&FGv#lc{F#)&cYS_~(!z3J*(NI;Z!JZ%JR`yY?1uIM-aC#Fz)56xd zzkE|LmStz{^#k5GkjXnkT?ueMe1%%(P?_EA^WovxhK@}C;j^m(niI&JX~1PZ7qHKW z?F;VOmWa1r1Fn00z$S0TEn;(LcpYE-nx8hS_v#^$0Zt6%3-kG&(#H#jzLyiGPF2mK zKh710yz9G4+1{tYW9r4l8N^_~>zmRrqmYp7P|eH9(?+#-ZPAYymzOkj=qq^e34Sh- zyRNO+^CEr6+({s0+Vj`~5#|qQuNSIz6SMySd^DZx#6sWvj)4@wy z84?lvEh*PVxd8Yfyl*qO^}X_XWk}L3ug5n|hNMidKEfEbU*T69T1`_AQQNy7vniNw zsLyD5mn)>+NH-($o4128?Sj(1)_%7+HK$=U!|$1}s4Zi9%ZbJ|;dfK|9uGnF=}4kQ zCpeZ2g+TA}5L)`e&d5iiJ*dPKTnpv1aXjf5-|jPlH(}){RJTQWL0>HoS;!!-Q5#$6 z^?*;wdx6*|Z0Tzlmz|@x`x%&r49T0Bms9Q2tJ_zpfJ^*-PZ_ki=F-l)C*$h4<~=fJ z&)ZSMVC z%S9mLo`+>6PM*wO)!p-tcMp;v>dO#C@|?jdCcK5XH5Kx+r5A?a(Hbc)VvH zJMntLt3suzB&q;T$W!gF*M|mm0F3WzoF9IzFNc~dv8bF%NsV>e8LRcY7lcIQHGGmU zTkYXu0OZ@m{q?8ZRkBqhE=yUvcU;L5%oV+;gdf`vAIGi08+wdx{2pXqlHKmMe>fsA zrs}<4^T~1U`y3W8{Af^Gc|BDs5ms(w9}}k)-!!kZ33`EJ_#T=2%nu>sZG5%pvBlT@ zzOf$uwem<2ORqT&=Sy=fIT@6e_zB@HX>EOH<-FYuF1i(=dN_G3!*^e!U;q}>9+6Dp z^i0Omgid00wIg_*_P?VYKG~!5!fC1yB%BF#A{phUB<_k90XL0J#=@=gAo&& z`Lx&1{LI_}FQ|7HvNc-_WopD;QEUQEg|BPj=TKLSukU4=nG-en93EM|6}49r`ht8| z2pCODRliZ*E5=tFEr-8O?3{6OP|fG4B%Lr3t(?*oPrH*yt?k!OoFZSsGdq|`T-XRCZgHaM zh#=5cOJ07gK@nnB={nFozoi&J9mOoA}3^!u7?WBnd3f}H~cCR-!DS5Qnl<4?_uePX0Psthn}7I?krRt za8>?%N$0J8Iee#v#d$HvqajgxN9o{WU$Xv$f42O5m%Ow`9KygD;Cx4VVUgiOz ztvrXPM1Q)2r7Bu#Tme-ai#7Mj(Pc|Xc4Ined3w%WsM$@@8Gc>?c{I4>RXh$N1D zRh{NeH;l~}AT8`<@}w;Iz~NzmdL!?5Y$D#au)8c z9tNd)2kU#aB3Ma7aP^hL!-lrqt4jlN&RSVPoPeQr%#JO5sySR93JN{?-Sa89KH_OR z++{Oyy6nP{BDNX6>iJYQJmNdQheb4K3qM=rq~aK;(O@PV)~0A%P|5a492WElPv27^ z=sm$H>}+A+LL+!`e6d-()pK?GpNEc}a$HYA`@?>CBbKFU#=gnn*Rh~LXg4N2VI68p z0&Kb;_QO|obm^WOp$99R2Fa*DB|6-5c2Fo$o}L2rI^JEP+_+<#+7xrK%y8yExHTVs#5WsCq$hYbg%@!+DZWI_VLsRW z&`NsMpEFBG^tAJR${%S3l7>9(%|TI0HJ*tydb|_*aw2x4Qs?8C&cTq`WxfWp z9$WHJV~)N=-qrK{4~d^B--J-bw9|r-yp6s3nx)@^rNkHx+1;B@;%LbzvPXSqi;CvJ zn~IK^f zd_6tO@lw#oeZveZJyMP|eZC!Km0G-6f-XBR?_!%b3C#!=d|iGwBd^Pk9?cvEzVaI1 zPb;;y#1V@xQC8p4`dJT;rK2QTsqc1LHV>-$c)zEr1gRssHLm0LUSciB)rI${=-zaW znrvr8u@(d@dHa+bCMsc*{O9Y?IONxfOuu{P3*7bKaPj0fD0P4mV z;!E2zU`uVPg^*47LSiEeWq#6}{Q&`0V*e zluA1`dHo&d`M4Zvhp5r{Mi6EI6IE&sJ*mku@oPIRv!=9vW(NHMm$6aK8@Y<36m4Io zNZh8b*Y)@2NA%6Ka=f3BRr09^$A3o1z>h@XWNfno=j}B5UL6j+&s6ef`|cJ*ltq;f zOBcI26^I4olo54TCIoS!5khLhA+^bzL0T@to8&H+Sdw~A{7(GI!bPaH9!{FbZJwc} z35r3ug1uAGk(oFwow0-5PxE`fT3Dg+txuXeEJ=lttgiad$`M`?uSV~l-O zM<%ZY66W{2)Z^liZPB0|n+lwPb)R3OUCHYk|2Fn00=947h#%{&by}7Z1>Kq8afaEQj^rT>lhifY3cZ?dl+rVB zv08K?wnG+a$-QC{mctfjN-%!`?VP-nePU5n7dD2568ubMR^zUeB+}obRs}=zx}@7 zIJ2h;4OIZ|a*EGf>C{ft?159t%xj{1@?J9f!`pK6{)8qZ@rG>>!3k)Gdj4#q6*SD| zcGO5|yi85;v(FK!Lx7~W5e2L4yd^JRn2arAiZos1 z@I*@8RSmmc%iEmM6^2r8%k7?0{Mjr`g-nHyH~7`M=7u7l(WA8woLZOdcevJmaIqZ3 zr13U5Spy$6Gr#vdSa~xDYZa4L&CeNeaJK9WDVAbWZ%9AUR0}0HISKT9ZUgS3eKbr` zeq>;!D}F2Ps@j@EOlV#?$jhhY6gBZ zZ~PHL>$bwth5j?E^>lsoxh)YpeF>jZ&1+p!?*(|HSU;i$ahEdlZfJ%vv*P##6PlKH z3o}8X*}NMZyD#|tdHHV~oX&DZbge)nHa0o?_*_z@T@Z}56r zl-MmqVTa-SDTrfXM;lAYDd2Q>?cIPNEnf&*v2`9u0kj;x(^p}}+3@d;@1|}riPCgO zv%%{sng2iO>l4Dh?+ARTWxwW?L3qB(uWDJ6I`s8~_oIcL9M_nBv6W)fvF!#BFMgL7X(02F+&7=+ zPDKl=nV;jDzYZ%OS~#jb(aw^{VUFTE5#Gt5Dd>sN@pV-8`dzz67UM&3m{)H!Up$ZR zWCWhoUp;bRC7)=Ml%AfLa_l%UdqXV=OZ}%kf0at5&t&D_PE)k1VA3%bqWs=e$Zvho z&8)C`{c@an*W72$A|emf`1neyj1bp&Pc^cqn+Q_Nt67mP%!WJtX_?W7bVOCL$$HGz za}-ovoM&1%v-Mp+mE9(6Ur&A4(^`>Dfizg=)3y?;V~P6x%~^%pKC;pnC@bf!E1aEGNp^3_0 zEDSF@4&?z?(|I`LsWt`bLR%>DJ|mutots&;1N~cVw#OU4nzyrw&&7cx?`G%qtwu*C z1VG<;xT;BfY_>d)iVRNaZqVz|GS(@XX{DbhHRH4R)2F)C$8r@}Q%jt*#7kFGuaNk) zuQPH2iD*6+tU^63!Mn^Qr;=O;g7Mjd@kyo8*S zwnq95jGrmy5Zz{NA@nM|ibGfW1FboAw52GdlYnoXir-;;!?|hOaD}#7z!BI`jb90Y zdT{!Dmk$Vpb#s^{Vn*4`Ejy}!C%o8yk;oeEL)oO7K2=N(>DvT*sPG;!V%_EE?RS%E z+QWx@p%^Nk79k!l=4%s-`tWg95-+{D&xQj|b&QJGj`5y~FWup(dtiEv?@y2T#iX@s zlJ30z`fT03zHkSQyv>Rh#dd+)aDkifA##xg!9g_j0^cvuwG?;T4)Qa>eFtCPQs|<- z%dh{$zA3t~?(m85A_?N9M)NpS_YucWeh|Z2fWk?XM+z5XFg}zmA)sz?7MfXFUVoRP z9BDeg)^r`%h7_;HMj{FM`o@8oIFtwUx#jKbX--kf#zxRmfQ$Jls=_5)u^!%?o-fGG z<>=g*E2+9Q?SQEQ-BIF)g3x?8@)2=Hz|0ku9pEG>qS|PaGf z_S469kq`I^4qw8-D}8M6spfmDS=cbxM=^Ixw$$<-3PLqA?I8U2<*&m1u*|e`_k@}^ zPb}4~94Io*hhP7FX5OJpKP;6%WM$%{x!#c{87cBH-AW9@Q+wCLu4Xs&bGmJl3HrV) ztT>!i5;7tZ z3SMZU3NwB-R|;%WL?zm$DH^(8UjFPH5k%wWM;&?Z4TbT;DPXj@ zG@3Kp!l$+;ti5CIiF@9Lf?eDvM`9Fdfmb-v!&MJmlbmT zS`kVtpr zsZ`vM$n{7ShFyxX{LcAA^|VLn?A?PMngH*m_UfX}Qr|qISu}mb&k@u|!fWU)LugXk z8>T^w9i<3VSFC)jcIU_b;k+M*kLDG83Q^_U@n&z0_2R8I*n<@lAhsAw`eC?e%+ zFMQqA%`snSGYB8Oxkmd#A0V!uLGKs3AZQ19$0xOLLI{BBpyR@;4H>!GdsVV~EN7+b zQDu&b1?ncNR?PNW;=t+xwiEmVYKI;fA zXLrGoShN!~OMXRDsr?oe$DL`*+gVmmWi_-?{kll~gytCvb@UtN^>ag<5U%F74wCTe zCyz+PZ32wLI7M6Tup{&HuD?d13Q#ruGj|92V!mkm<`Iu8O*i58Dn&c8+1I-}Z~O}7 zsib|sXSLH;bQG6^)t;j|9}9U~i$&t|wH)T!_1YY;hj-@gxSq^WtTqzc53g=fJE{Yp z`4UO{eQ}pap|*T0Wf!GQCG%YKX6};JPAHUwZsPYyv}zzRaxXzqu{BFzAQ$5uLkzuA zid;j?E$!ii5voN=rJ|a6Q4qYT2GZ4ho6L`!F^CfRa6*TthAKRf7b`^wZ@401Q(yP0 z=3Q;}M`{X1;J!!>Eb)n?%YWt1x2mK>?J>8^4rWz;V_*VWd#H3gf z$#zZxLMqdYtHGWfI0A-TjYvK6Di3c*qACnNhoj(|+)q6t&O|Z+J8zzBL$LE(H2KuIPZu5St|C>uizcnY79kn% zv5Uo>XsEMA46)lT+BFG7cUO-H7j-=2lMn1U4mw*kCcj?$XXW)<9b73YRp0M!DIY`} z_2-gF!ADWbCN|FU?w|53>5k!1exv006Ltqzrmf6z2(Mv#-~se^n-dkcs^Jm2dzVA$ zQ_R-lWTO|!pr;~ixTJ^<4n2$+q-`36(vT<>YTj3m#A-VY^>eA3tK#JCD`uK zT|GHWMIJ4P*SgC5@^S)(OT$!ZrE-{iGsPLB4KdjphZqjCHprf)<3Wg^h6P5_);y}h z=ZTt3g5<5YTvej2X&MK6(3^NujZu7A2!?qlp{^*Jw1&tG5`@&(d_k`=dXxHE!(6Y( z{e0iUd$T6|HB-z%15Ta=ZXT+kApIAXVPoDbUjQ7>*05gFiQl=^)@@C5z)j5 zJS8mr`(zk^$26{X5lZCZaFw+drc|t`(8d8rt&`1>>q%$EZPGHK8X1WxoNxaF z7yoPtQJ};NmHis#8cngepmR^uY{f9!oSlIe>8S=DAG8GIhw8@ltHr!SfveFGe86I9 z9LWH@N=ZaW=OghUZJZd#Bp`uT-zIj_$Z@6xKqV>BO@oB=JEh$L*Xg{r;03i^{A^aI zfy0&idHDM79)TFX!=k8XaBT`NpPI3SPnS&!KPx9~d4&gDeD7EhdGGaFTP#2XC{p>d zg|fV8frOiKS@<>2hHoCyw};>5a`5{aJY{+hv}OsX zN`EF^gU>X?Ma+z!ErTKEcLVJ&>vvW<@|K5dDGT+bvghmqj(Q&FLmw>jWH z@j^q+{=Dm#Qq?iee%GTCvHiHAP98W7p2y=~i>8lx=eEIk|fSVj38&vL0fucrXhvy2|@dn+Q@irL)P2#XUa@amOMC+AoXU#h-l z{F31mP5?qB9tSR={_vq5*}&ZqEWE2MLeEtl3$7wL6eW!Ig&nMzO%m))%`;p-Re=#W zG5pW-HnUtp_*DN{%-i_p!$<5#pPYn}<1Z3BzJETO`EZ(!yc~}0AVkues`El?hTM1J zYxJC-YYRpcO4sWIi|ezQS7Ph^c$q+t;^hV&*-pLR*5@0i7F8iJ{u(}`rM4ah4C7!8 ztcSxS?R|5(nyJc?RLg)wZuW29(Ao0dbIlHivucoG`n}xat9f9u3rHw~J)8t##vI3#@@<>lvu7q#c> zdW-G~N2BZWA=jNBLBt$hl9>I4q}(u0_tN$_+1@TV*aAWV$PIDAr{rO@*uKyjY!V+| z;-M_s{al6#ekUz&AD)?aJ(6qRdn~_PLZ^G@S%3OE4=<4&<@#qe8kC-?dRJNS%UgbT2Q0TiIN~t2G3f`kw@=cvp@{t^bjL)jLVIBNB33-d7=P?1kT6_4;VTKHX zfMKMa4_BgDFKUM{is1XXd9$cwNAp+jo!gq4=yT=h*M8~#%Axv;q9*VjH1oQd?@c?E z&Lh5tYi^B_c*AS<@Ym&U>)~6Pt$~mCP{@sx;fKn|7y9MUz<(aUxc(g+9thu#xyXSD zYTG`VC7ZPZ&tLtL0#I<1r^(!W&DnOznvdLg#RRq!S6x*ogZGkrBQ?7H9S<(>2C@J%#ybW4Wi%GJv5wsk?^=UCIfFF zBWYY6)}Ed4b`TP$&pcNBMiwdIt|lQ3bB{)w%0xj&_r^}wMa$t)QSmWM>&wY$fQTlZ z3MQK}9$cq)mVqwF8>Wa!KZb`y%Xp(S(^f&xh?4M9y@L!wmhbw5gp9`z@k+t>TlULJ z4P#&&!R@Q@1@fKH3T9hjR9Er{mO!oE>@f)u661UH5zCcoIDZbbJ?`nv8+ECO1XaaA zYc90X+=wikpse5E$ju%+Sm8AOw`SsWrg?!=x;b+k%0rgn?MRAXDIUcX7xx!Qt6VOK zgdpcAJBQh5K6?1Op+*|FMi6`@zRb9Z$oNp*jmDw*C9g*_&u1i3p6_?BUn-_q8B8r5 zUx}4Zk8`aPGszKx=!%Ci%*+Nf!Sn26yqe%P@aC09$ze`DoCkhdCEM~YQC;`?rn~1o zRlD25_>8;29vENVp$i)F^72ZS&%fG^s}!n&+9&S@wW;;PX?2L<*))w8N@G6X=5nA3 zd@L1?ayfviY;>Wu{%!6xm@XmELPjqgR(#2N6)C^X#B)v8wk> z;)eUdwfien!g?APaqBdmjjY0ZnoIvPb!JJDq(BV4N}phi9pe5M8=hQF*2kFj$S9H^ z2ylFn?h)cWheVyNIw*rQNc{Wy!+WdIP>y!QCJpX)N zk=MLl`+44#3{TU;hcfw43U23np~!AkekXiA~%4<~C#V|)y6q@3B~hZpJZ#Ml3Q z*-tHF`jU^D*UaB7+_C*m+WFp6C@4WC{@Iroc=zY2M7!_dHLl58QF$Dac-}_N8q79d z;(g}=r|@$9!K*J8ZDewa@FnjY3c|!Rhw;NTJU*b7B;tbSNkgh+1{5OWcW3hHjJw+3 zZPgW<=|On;8Ufpy7X+G=(gA z|BAP-`%?CsWy<^P!@cL}x}4hhzF+*Mf0fA~n3EPwjmA{h<#Aykq`+QXY_*5mD(UZ95fpnV_} zAH{sQ@+1S_IXy)M>?Jn5BN|HM_r723gQ^II)x?Q$y8pUO{t6tj_RX;u&aCF7298r)3!WRw4|8r>sC5Ls#~Xb^4Pxb& zk|(Z+w{*4D9`XHtx3b`_-A8wKAu(vhTBFgvh{@H5>t-;EvN0El>D&Hg$#OjA- z{mJjFe#rK3i4Sok3MW!Ket11Oo6DT83fx4kDE%itI$OQ935)!mA*UO7n>J-RM`9P} zfSe)4!?%sfM)tGY`>+a`*EyWEq*N354wd)7gX^_QtGkzM597Hv2AzX7@oP@`X^T?4 z4deH8_vdrfy#&CQJhy0V;ypBxTClD=L-{liYxl(&R11|Vmu5g;YF!+`rYn0xrEZc_|T;QNHPQsHX7SRw{wWJgc()#l z@WX=E=_7KbhsUM8s;t}zL9y#8?Sg)YmgdZq7AbXs=Y}b~<>FT$0LO39u$ za`n;6sNU=)aTG+fQo9PjNA`0#24WSE203#$Qkm(Am#;s( z?fTZ9YoerYUZnUI7Xc?-qCdVvg;hgHDq!%btS-T|zwQ@7<9sQpq$GTbXNwEA)V7RI z2vyxr`y3q>9-=Yf6Yyoe1Wi-%w2@cxaI{6H5*-k_i$hiIrO2hlz{dXTCu&TqnDL$C zBYpD{Ry&#IH5Uo`<}-YJ%0SQFdu!gcPBrO>(2}1w`9S@(uDbZ+Xdz!G-)swxe!WZL zT?v<{@)AB~WGA6{zC+B2cXs#WneDIHbaE!YIo^V*;(zr*TkDMy)dtKWhBHaUH7=@2 z_m9<@{a>SDdTZUs3XR5#KhOPnc`y02nL24Vg z%V~v2uB1MQuY5TivI?4dhxBITF;}Btt#PB|X?h)KJ~SgpuX@;ahd2u?X`MBG~omGFHXT<9B6lsOV-<0Qm5Bs@Loy zo9V$@{LEUKnXoH7!oOAG!ubv<2gtdEN+oW>(q=EqE0fB1+Zrm@(#j_ea`z&C=kN>G zYTHDj&HLe{_+dq8KN7!Jr`?R#{f56-r_*@m&6ZG>>XBkb+CfB^5N#)J=HI=B+sJWJ zIJ7_G$5cwf>*+b0_X%>GgL^`xwv|~d`vOjKqsK4mw8Wdp-Hp2pRyYx0&%-@RbAAZo z%@{xBFDu8-?Z@5p&wL1iYjq&AAZd_zgPkCT*`SNf?$IU5$Ay6E;he*XTQ}Eu^+rN` z=gZ-vN}x-xZiB!7U$iSrBu(idsn+pV|W{T z`(p7>dh81Zj8jDiNaST4?}g%dEdJQJ0NVzGi7GG2^PTD9r;6idA&$IH{wgbWyLq+r z6R;H*VlWQ=3GXYHCemH~;jPT*UTVlW7Y6Gu9}1nVgs0N< zNi9b7v}N=A^(|iv2ELGy_zvAM;mQs$K0|jxI7}yrkK7h!nuAm=%Xvhoc= zJFN?-E-Ytd`+INue5Q=K=4*a`)E^=6&Sh4yl{|X%YR<#E*nP=C!yT7z9PdXC6S9x&)BaGezniTOV*H9W^+j&g^BvxoxyHlC&Ub!q=RV0`u3EU5t4Na_7X>Eg z+M}<{!Dr#YVU6YPd+W|a6Xsrayw#_?*7h-0#5|V1ny$+BIR2oukBK`^6}s#HiWL8X;~?KfSj% z3HP^3Y3{#R6Hd4U9W=_FrX$KKLl!Gp@%M=Pvin(UUg9u~+iPFOmrIB8_VMtVH+s_9 zeL72VMXq-G|BwncPUO!wj62)qy<66!@6hN6_V(~mY_fK^N%C>;s@CRSsm2)Jds__> zNROxV@xw97cH$N&7Ot|p_}#MJbi&)ZV*Gcf*(+aHUHf?ZZ3y4z^Iof?&2Xe%YwNt% zOL>6L?RIvCB9LNPs;Z~v0XEVcCm9*dJ5N{Ym+>m4u_|o}*TR&-HF4SqYTH#~f=joj ztWgj)6Gy~tc{DH&J-p}lPn~#uaP=5BrbxmEDjv@P`L5&P?eq8CLZ{LAz4>@e-8*RC z`Ku5bs03GmC9`N26kYoCCf;Up85MDxMWz$|@4RIRFSZa-O~{|UW`oX%Cbg3}auO!{ zf?vt_T=P~!(#1bo+j}UoW%_G9_G^8OQhT3&$to8g!QD=U&f)M%n1Gtc-dElUii)DV zEufdS{@~44Y#XKI)bQ$CbWeU>KI%2_rVkV(hI=lLyNjuAhWwFlnXBvK_Y*IXDM}K&e z`PpKkw1r>mfSRGOVrJn9XB+qIy)h2yke`K#;&(&y#ya;Bj0^0w-#jCkWBvGFHy$Mv0u zSFz!+IKTQPzkVSi%!z!WG#t3xYmZ&uY)iX8d@P^x*Tjy>*1)6pXdk`~;Y<1@s%8u_ z2yhB8m-Idx!CRsf+5Ud4?{{193Pk%UjmN4WYDC(=&s`z@6zlE9@AgP~vB#|8U0MlW zb9&|Nvj#PA;7tJlhSME@0*9Q$z6e}+E!*$z6d865=cEK)n;xs7Mix{=;0vM5_+7@e z_QPAcYGB{{9$qunM*qxkJ-W+fXv`@CaC*>ZXkFe?H_wfF; z^zu_oQcmK;iW0Xa68LZ8sU0+oBUMxY6hVLeO(fZojtUp%tG)Iz>*V8~A@&DcAw+QV zd*HnJg}|J%isgzot7rTBJvt^&=FRu|LG9$YpO7&NxTd*;y!#tvt!Rp9^dHrn`Bdfm zrp=0i7bS;7;=5;<;lKV1C0Tym)Zn~+nzYlwNjk5&y5Wr+@w;cu=5Ji_-OnCAiOhB5 z#L|!Z?<*2pjgQ2?oMggrTlwD&t^gHY1->a(@~pK}UiTPa`LbHXzynx5o}SVOj-VFNaaC5L3N+Amc#$e}jA zQ`*CaLe&l5gSDT)$DF>1TuXn<>}KGv^AaiMqz`=O=|)^9d$})Jwn8Hnyhm=2aP*6L zRZHqdK5H?%m8%uq=u=93>M+#Le!)=__?R`bT~@dW!LNCvl+*^tds#Jy*{~aC{O)nd zzwjDa6$~eC;6m?BxcI1rxjB1*omfJyxXMfmC47l&Or6*AQSFZ5;}y>Z-c^SS5R>{$xfi#}_nEfiDTdMf*`p%irBK2rWdB zd=iC;J`cRR7x}BgM|@455v%^L*ZuH8I5T?Zo}IrsB`~7AepnQ9@OTkF55BFj^JfPM zWmVl@ljYc?Tgu;)3sMY^t#sosl!>fpB1aJg?P^Z|!>_82FXx8brWrBjYoNFHvlZ>1 z6U~c>CDguARUaGgiqru$52~=}-7=AZx7ED1`q4qd~lJvn_&E~iFcPBvTl0yDu$A*DCF8GBwN!v z#l%{#ySkryA|_5?b+|OUeS2sBP)zNZ1Wv+|{Uhg5&73k^?kK!MyP>aeMLIs{f~#)2 zm-5*%K`j3JOin{)W_!)6Ob|71c|}mgU6f|%BbmDIMW+Bx+$9e6L;w|u0y8_gnoiR(Zj&Cvu$CQ&R zv)15!0zX>>(;7aq;MpE0s0di_OxDn(5Z=T*(xf@COTv(-c$+?`ML&F;;|2beuk;7c zxP3D@C2G)x_i!Q;1#0sR5_a+6tQxK5n-!^$JK1E#J#>h|J>cd8kMQ}CpqJK%vn>K& z$|q80nOVERIs97u>IYRvwx49fRrkM7Nqit$;r`2bGb2W(SWnOwJa~;f!O)xXDjxq) zJ0!+Bj@%lOhH5`0I_YlOp0B<5RH=u=-;~{BG=1?t_A>vJn)9%+vD{sD%$n`VD9sp& zi|vI|a2&K|J7X%~ReeVHb!9Kt5Y)Ap-0oGQ@(uic3Q>HuCh6a90kf9x^652N&&ff2ISj4!pd$Ejf6WpzGvj3%Q9uNQBAdv#t zu`;0?XUN7Ui2`0yDb=R-HHzMw6fMj8Ui+1mve(S|TK0dBE~RoZ9=6_^?T1T)=s%4g zNcLt{k9`@E1n=Mb_IEis2`G!6SjZihYIcrNy$f;fu3l`SQ7?F!Neywkf7v@872B!z zVfX7F$@^SWefKw-1~XNjZsv{&e26g^(!_nMq*`UxbvDG59w$xZy{@&Z6I)I0LL>;8+7+RNfK|Y8;YSlHBEY2 zpT~~MM0Rr*WoD0dHjyv!F45w46#2H_hvLGLruwxQijCt&T&8&ET9g5ghnGA!_c|+^ zLs2_|e)bwi%lD5aHALG`cM*TBzxFfy#6yy&GoNgB!L_KD*);IU47cpGm4uH&x_3UAfAiw*a_=##@lXko<~L3H6QlFGHr_!zk~ z5%!R-7uMkExCqn55yl_}0#<7nu$#M}Dvl;7Xg* zS-a&Z?;*H?#~OQSz1FDS#KwM&p7hR${#{xUvBmE9t3%#?pNAtYENUiqlBi77>9Zdy zB1=#&Udw&%eA;6Vg?w3nRcw;>$63x$GrQgjJ_|d!oqfviT3 z9gDHN*PV{5D)x6@rLS$^RZ#vT`P#Y@6g{ukJ)#vY-{1OPd&C|``S^M$A<8klFm{FNRiek4b3VZF#X+V!ECz*7v^Kg}T#x$Jq9`~MfA@4Av3QSF(SEV+jhfqLElezu?uHXPsn-pVQZDV?0> ziyG={&q0>gebU}rX8Yk%jEocVZpvZygHuJ2B)ej_0)iw5)KM7Hojg9+0g2p)TQ4^n*RS^#JjdSgK|G_XITYm#h)toV? zDSQMBSevtZlECs4Z_dROe*5qKWKr(O1wvKj2|)ziWOHUPj1W9I(&L&o@4?%N^~x~kc~e~QVR{|6He+Ww!Cva89dme+*(9g9?v+3E z-nYm%cgPZu9y=2)?=paYpcy8T^0IH**xAWx=11@8jy%cAj z+K>7r-P-XvaJI-6^Xx34?4jle@vhM0J0r*n)%=uM!o7qQ?wyfJ&bci{jGlb>Pr!@P z12r7X|Lg}7tlCs4Hg}Id;^pR6#uVN?oA}tMU@*Q`O;!6lvgYlJ!kE?^j=UT4IQg@y z?L1FvS>-jS0JG&q&puV*B!0`M3RTWA3}=nhB5?34P7pZKU$#{tvZ>iUNkb*K5ps_o z9wOP=80LJFNrH?8pSidveAn^G)2inYf0Pzm(^R-?<&FLx1=UHN_Z6?1!@091f&@g3 zh2l9wMdilq?P7cQvWtq^nZh z&LHs7(%d)@wB>lV$`XC$bR~-L2(PpJ=G{$8;$%o44IdJRkx#oMDv(#a;bV}%>lrg^ zLPvYuQ+^^5WQ?m*z8vO+Qz)axbL{MYpc`!}RcN*zzH0b`i8Zw}#uQfog9#m*g1lZn2|weBcezyykQ__YinEI>#p+gRb2ZK9l{2;K9hb z9HE%Nwu>o{XpclX$=*F{4%sMfsQ*H~zJ4R0spB<|%VI+@DQEs(glgtuToY*2hwtI4 z$*!Da<5Ca`-6+EEJNs#pPWE-b@0?-kg-0Z!-yLN4eAZe@hNZui>89XF7HrL>3YD_^ zLT-jD6}}PTi+61hX$+-vB{{F}d+l4vY7Hv(vpMqP&S2(#|0TXnM@U)Ya?a8ToheJE zjMbcMbn&wyHp zKKHm?Osv^?uKw_n{4rEE?0l}x)n{v*hw7Ka7vc*$+-MwvIY02CYY(LTbW$=nY|%a< z?k#RTTn3wH1bfMwWXEtX-i)BUUpWoK1`VzW)%qIm5O-~<0+IdR66csrmYp zp9x=G$^3M1{6@*AV(t{-+V99(;c*EEIIE-dpJiD6A0qy*JV~3wK-Xw#rNL z{|Sc=Yvf{%vi`tHnuv=VrgHu++^e4Dw%)!&``&%2pt#|^b(95WR7fKSJM(Q(MekzB zP7zy+F?YkOTrC7BYJKaT4!_W$h$BzV5?-MG_%W zaJ=n71AvI?%Kp*8l$av!?Ggn!!Xb6a!0!&)gJ=)`T2zGJEx_}SJ8LA1b6prMi9_Vs z)jy`jm*Zd3mr&H|-fPMauJL+_6;vmuT>QT1=3v?PWmXBeN|eM!K|WFb>exx80ja~x z!BYt>SyM;=cJWC`ptVVe1G!V+A6}&#eMi#>X>{YA6w~C^UCsaizo&J06yZ>PgCwtO zM+MJajd>o(R~vHmbiZ54VM0`Cla<8Dmi@2+yVmM1uQq;oep>5((Ie-Q1YnlPkjvaj zzcfb_yg@P_t8)K74u_2u9iI1yC`XF6#)iCgCT_D?OhKRNN_9PcEA_icPtd9R7i z3{{1su~}s+jbsL$pVxu{q@m(EM2I%CpL>B*?f0NdGzzjkjB8d*fT4Y7`wP#w8Bj3r z{qUiBd1x@_961~e6}cNfNgs~)v-dmyVn>29z&lcv_WFrw-l@w7j>ehG{i#)~*$BEBT%Sk396L_h8k1uh+DOa61Mf*PGf~NG=WphGcCYx_-*4KP~pZTLPkKbd} zWXr{wUDtYWFnf{e7({r17uy&t{hfi5s%jp`Z8(#^98Dn;G;-oN47^PdCap@l9wgd) zX|+-hN2yL&v+zK*#34m@N;*=X-T0xN#*E6{l%c{=A+Qu@tH+O};?EfzScDLJc26|V zdHhOX7>Q4Nq(o4idp@FeHdgC9&;4)zOq_M4s+aXrv*X4u62C*xLwpT z8s@i8J}l+x-d!3#)EsmFoY;8-U$SYJ7szVFL-LcwZ@-ccTSgKxXad?Zt` z&hNoxNU~OZcD24axF1bahCo8Q%E_Ol=2;$NQpHOKq=-P`w37@y_v(_vM;F4G++Q%>%%EjPkZk90U@z6@57*1`T<#AR`WZx8AG{bR;kJ~`HlUbkzEo~D zL|7Z*GaTuc0!Iya#U=5BsloU?$%=;~xt#o2__22k=Ni+tt-yo^K*C?p*<#CycBXZ-%Eix)(qgd#J_y5DpGX1@1zOlFe@egK~##Y!OrO{ zV~CoXmr_lVA{<@FV7MN5>+;=_>L8|4Rg=4lZ<85%Pv0GaxOX>TA`7z#~mx@HRhr0U#8CEZ6wLAc@zwa5pA?zldo@^$H7l&GuCxW^~>l z72XLGu|0Y%oCPa~gBCZ|+CbL$eY!{Xg+A#*YH&Z_4I4VQ)H}HY>U5dfMpqY4! z3{_P$jrM-`PQvg$dvKEEH1r*zi?Kv!U2{D5RBlmnbZ6T&w!kGc;z&0a8Suj)M3Fn| ze!C8%Y>8pS5ltNB*ggVplH7w&oj7XF8rRAeEmrP%d(xH>DHE6Z37SS zI6ki1r{|3b+Y$lUpnT~I;d=0OLc&m*5Y^T%`1GmEHRoC(`Mg-dB`mO(ityl*=ZgN3 zLVW#WT94TCV8`k0;c?%r7#qO`8gNm0Ji=#WK6ruXfjgVElG3;A=t#}+*bj0%cQjWtV7!`&q? z$3)^sGRJ=Sk*|w__q(;d{)ztUcd5m%@2#Vlp<@>sxxU{lK^=UBn|--F0diN3B-Wo z*)g@HqHc}@?5H&6tET_^=DeAR+H8$*Zcs27&Y!I+M2R*GKIGx)QT3KmHyKVFEv{zZ zotth1#6PD$ZF0MdNLQK7@8sfHp&B3d0j<3@$vf$~|JESoYxz`6&SEJDN-?yG>gR zeC-YC1`MdnyB&vWK9`fd;H@t?$DL})PfyDUvmU;8waGaldd%UFdbOkfEzKdrRqQlu zw09M?H_E$1o%n#3_HM&)S({$EBcz?(Gz@~zQt`XAoE&&FW~_WJ^((u-uL`|UMl++H zIPe06g$-Rwzw@1Na{4w=Skl;T}qc2Q(} zNO0U2Jn%A=7ul5BcxJX=UFNWUmn-j19Exri2A5!r1D?9#YxMBftsD+aoh61ptkVHJ zpjHne9C**ad|KJ#-W<1St%To&xlM7t*YLuh&|~R)8)6T$j{%&kS+JH+NBo9)@2fMY znC}uKLcM&PanXL{s+8oZk(2G5Yr>Z7;6pq4j)2rng z{f&ngY`6R2-^cwNVcS%Rst8I|8)vwq><1Ic!$0L9YMWa7&2p#f@(cHzE;13jbS=~Hj zEwt*JM3;8*}vPVVWJbAZctR$4MS3+tjR4H`I-<)3X|FBP^P5 z|CEA3coSaxTyVuM>rd-=52$QQ#vr@DVQ6@K?8 zxXn+9^NKf-5GkDg3BUGquE3}=0(U=UeZhI zzlzqv?e9~~AaH`w)lP|~LjDzt@ZNHrZwr3yLKfA;KWMoQ@XcMRM@bF(cHhH8+LQ4_ z-FV=4aY|%d3eaTwCVpo}^R}d1H1l_<*JSaJCWWy6JzNv;n5%H-7eBFlxg0 z3aWry4Nbd}y(rUoMbgPVT;J2qQdBv^TfDRET^wD=rJ|HO3-<$RC1)QsFS{%6$(P%& z;*7lpD>4;!@2$XRptL8>JLef~B@in5Fj+5UyqCoV&79)o2mFDHiPGVY&CWSSc952m ztM+T|0(%Xq7&U)C0r)S~-I1bmhy0p=M)d90iqRgqh9^Pk<%OGis?bkk-P`c8OmYvF(BDR9;1+~bWWt_Pu@o$Ujl@Iij1W2~W#*HW)R6yB&Au^tZ~$Lv_?o*8F{g;Xffy-G>Y6fJx4htf~)rEF22!2TI=M4HrsoJXiJK; zhB$|FEr7Wl1=ld?Zzo5Cd-B9+8iiKb9?>a0#S_ua-Cy_cH^^ASkoogYS|}3{OIZ8O z&HdDrrPoOID6X9WNAt%53W%I%dkF2CKYq9xAKsQ~PG`tK`+JigY?|*HHo2Mb{qkm5 z9Z>IhArR~9{@TzI_EoAV*^iBS4lz*n>>cIR7SUkJsK*bF`>HfpbH7AO@)Io;w}M(; z@1#Y^=dSY49l2JUI0Weu`c?SNOZH9`%NG>kAJT0(crvVO&{^D|(U=P)U;La4QWw zrxYM2VQz=$HZCOc`h6-bQ`Lc&EkW3ZMZ5A&pnH;3G*vFO#+Sc)jZt~q<|Kwv-^1Qb zvYxnl4Mms??<11ksnfW>r=s+6$2o8>DCvkVDg_S0C(?yRj;5?2rn?(`>a zGwah{eEdWdaXkDUeo_`> zvhO260b$E=Iwd#>;79$BVpT%nCA_ZqKM9nCt(8<~P^|#Wh zQeyS1r2oFr+)LlFJ%A_v+mQt^OE(E+e9k3hyti~Jq@4dEoveKCjXT?U zP>t5Q$4-DxJj${{ZYQ2&qKsWiJOlET;fo=73BMm+|2x}Z2QMjPDoJJ%I75yr@fxDZ z^#2``Uo1%-ZrACPdbzSac^xB?1@9WN<7_EEQ_15K$Jt#WiQh9)Txw_loUF>D{k?gr zG+6;zQ&kF=FpAy^I*|`Y0ciLG9pgP0dsGcJWUBJM{M~B>tm4{avKMpSi16t!fMq^8 z9>9w-E4k$?vM;`eZx#Md;teg-8NvDHqx(f+e|AF+)E9Brd)m)@+Ixm82tVb=Z{e?B zp%n6k$x%o0Xe@jKD0HfTM{2i2x^4}zIExOlREdY$Vbc$7f5-%yrc$w}oqoP9aH4ZZ-NQBz#_?xPcXZun6Rsl`(|s>~*+l3>>MG(AJc+|N z7d-FJ2)kZ8OFXd>Zkxf)KC+i1;e$-Ou)oei4XMt&lqJ=MTO<>00on zwD^s~+*BiIQb$s3fg|o_RU72?Uh^iV$cYNtc527MA4(c%l+j|Foy5_*iqVkN(h}x{ zMA+``u%`G}kiLeZEB;~eS0!FlbFBmvn9dU46nK1o+HIx-aP5c?K2yCr9@>=>$DuxY zYY!hos`9;y#B9Ib%MoGTBp%va;0}Ig#XDEO9>e-_1ub$u}hOHr{) zr?2ds`TL;C=Ihk)Rp(bNB@cUdCXDtb5_eMZA+o>mnv*1D#i_!iW^?qcqPmDR{NC%e zNQ#+@zdIo<+n4ZMFa>44u@`dq!&G625#U=e<$t}$y_)KMf3D&2tkvdGrll`&!D`MX zzQklp2QQ+0(w&b_J=;q*zG^)8FJCv9{B|edKk_057XVd2s=tk~@Ye0G2gmA)E8I~6 zQ{wl|GN%jrx($h!*FfSK*D;WSMkv{1T`N?soA3HuxP)S zq4(Kx5~x7=ESE5LIv!f^mIgH=;UmA47Kv*uKk0`Kk^gBbNz~1;b8p|#nk>+rQv+9y zH%G*lzU)UH8Vkcrs6-QA;g6hBza2ju-oWL%?{N*+q8xE5*bXH&n{vVk#@J*=z4_rI z#Ctj6;ciX5QJA}Z*BqvE1Lr7+6-x^7dxhK?o%040=9`{Kyq;2s`3=5)stS`~KU@t5 zeC>o?eV}yn)PPrwOa>z%w`^ZNg?CkL*X5-*PE0g7NA5aIZwh#=HW=^0v0nf8gAqq3 zyUS?lt*NTe*ghxg=Xy18s_G&O9~oT#E}>Hu^RX15yg7zX=mm+-8yUrH4zG5PrNd{p z6Tc_K$wb>y)7Y!5ZxzcoJOsr){)>x0EH+0np=RQ{RNs;&67|^)&M~|cBPhJ*e)zT6 z;?f4$@XT32B(ug_>3Hs>Y%C<+{jpI~=Tis^E0=pul4S7}s~UPHt2 zcW@YE!gl7pjr?6s%@#)utF9+bU~$CVm;{V3#{==(7xj7b%Zjoki%T{4SgXIIj2!RS z!WH&4g~n2`TkKxMjGe0vTq4JeI8c=@9b8#P%KPp5$lSb;$gOHP9_n*iE->UC&DV-z zGLnl^xZn?wG{KVHoFL%Vhj{Po5$avyR8<^E><)drpFN}rg|Fp%0(Fc0^kA%+M?%qF zB1L%_Ev&4&D}2B9cVqXtO@!!;^Pck44qWc&5028Q3=_uMWy&WS*6T6=Nn2+l`xlsK|Jnk#;R*nn$gwJU!7KTY2Kw(sm z8x{%dVFOK0aZ$!Z$yzm0Dmb)=VKepSat1Z8rT9_`Vaqg5UY>QZHd<<5;z4X8;l1kA zbKrWE!wLljbgMZUB1fh9zIPn50{_I}8tQn*cQx=5L2|{cimNLoX~T-8^2u; zTjZKeqRk~H+mp+>hN)>r2ryS1+kK`&PP0yNol?^pmPs2Z^F(v*4P9Bbg;b9n7PXq2 zu@us^%pz0s5KK|)@7GBSF?gJC_G=R89xH0MVRYMOF`NVAEqFqpp=#BONqCvYk;;Cs z&LP2fC52fuIWB`urbsTxrvrY@U4x=%{0Gx{n8LzKsHuyX!}Sw^hnl(wp0?k(6d#IM z-3X~EkpLV{haOsm11-tpsT3Zv=D0yV-`<3`uSGv9jXB0)g7xp-W&4HaMz{3LsE#qrpE|0Bwh4O^Nr>1$9s9sN>)}*Y^5+Ii+HZe z{J|j=2mH0yP5B~;Lf!N@-KV_xpIhVToC%Y{6GMlZJtAA+WKSKxkZMKNXkVtE>CSxk zXu!F`#IKT#?HvJvhTfui#bcB|OX{~LvXbMoet7v}4v=Yk?RO(nGrGs#J&E6QXSyHa zdk-&X=elg&n!^*v#tz092_*H0bJ5Dj`L}=F+!;BsYEjgvckH`RGHth_UVq)mW zUr&SR!FX#cB+ZAibl+p)uJ$lzS?AZhPtO8Q>G!iFw0GlQ77c>$pwrRp+!<-c3v6N@ zJ_Kkv4Mov@Sw!16iarOzwi*_4Jpq- zco6Y3H>jtt zTqz7sH`f#jQ*w}7HG>aYHD}Jh3tV#EdaN|dg^!izjOee8pWrQ|c}p#lA;N{v_!kO` ziMJrg>mty3!`TRx#mbQa*nGIS8P$L3*5??~RFb1wIDF$jJopchaa&GMr_k&k{>!I) zE&iavDS?j1-Ng0k!&}HSb(Lw991l#uK0PLz#KZ5S?0BxdmI*At>({;X?;2^ZIUFkS z5>cuA@@K`s?^)g%h5#?SeeUKSW#flOE^Xku|L`f9>v-#?wk2%{e#qDWW=hKrC20la zG?h!uxfH@f@t}*HygztG?iM&<#vJ`M+T_gC8Y!nd{F*>E1n(Am-pji8fgpq@u9gLM zgBa-i@^|kx{uU3HV!w29LP~q>5pxP0mBl~pnuKA-Wen<}O7L$T{#~wcq51Ep{^E(vY zy(Mqb{nx`~<*9$f2XgeAAZ5%ARA)WmYl8daK&yM5*Sv>;sP3JHr1n9rs8>Fnr%EyW ziu(5=QdyVvf;%UH{z*0751-ZF134UD_D^w8kMD}>V|I^?dOS?n19SKjqC&qDQmMzo zcO0x;WQr}jzu#4C%9Mon?}r!bO?Ppuw461pn$K&2VD0?jvBFie=dhyi8naJ^-}qj8 z;&e)#a=fwkN6?bfCERe`#xn0W)3PTkG@G~P6DU-2$@@jf3+ zxw=PRY&)v_d`@39DHVRdTF{D)#egH`oQF%xBkYeu;N`E^!*BaC{J6N;UOyw^?<@u?1*>s51bosDiczyYxj#M= zkx`gGydGNsMB-OIm(m%df21wn^bG2KV%lH|t~pL5TiZ6?T|XK4^0zq1c%Bcp{zzoc zlx%;$^yAlcC)}jH!q@UgF-I}6_>iKw7)XlhKXcW>J-@ylukqe#&wGuHqC;<0LxNO+ zE8A!0^JXCbsVjl1d)b-kjgqA2X&dKSyx0#`R9KGveUP15@jvzAgyH!;nRJz-5 z!gYI*Ofgk?hq;3>`}u$=CrXD3Md8KH4&jRL(!K`=XyWyF($Js#Ui&);??~4&ahW7| zY&Y5hD3gD`+fUfO{4-VLp}FeC8|3ZIaYEpx^D%DvpZPaor$Tfq-fdsg92m4mLd&8@ zUs6e`{WH1m)xF2%8uqUK^jPoFZWotWy{2+c=>IO$mHnVeWplHS&ny+fm7Jmei(T7z ze(w-W<$u4o++p|*P6(K(>Uh4#?If=B#LWUP53)EQ1yg_X;1eD$zLfgC*}((9@>gB2 z2t3~_q)_vF@YpNyOrs7wjks%QI37Sw_$f+VlPJlZjh;9><{o8P@6A%}w}#__NLHIS$R1nYqn2YO?;_mKD-XwJMfo!F174dO#MMuW+hBmA(}Vh><=ey z9#6|R?mMFJ=3NsHia#JoB;ub(&ThC0}KcnOg)zOm&5VDPOfppcbw zapr~Zsx0xY8Wbfv;iWdwdoy(nI7De44L6hQ{jRiTQ7?$n&g;Hfsv7y8ZB6Piq~Fwj zWXvspmy2HYELREA1%B@)%^w8XS?{et__O^v-*ptBD)13W*|34)_Q|)>P$hT&rJLa! zTh2+4IoZwqB1Y2kQe2adTg78Va}ox=d@A@_Z3c0Ymifa~I!O29t*DBJ zGdjO^!1q>E35itoa_?llK0MMY!M|yp7kEnH#fX(A*3V;{soWmTe0MmQM~|H#*pOZd zf|rl6YQBD-t`uZK3J>SHnm@9!9ZzT-VBnwDP2kb<}DpESaV-4N|+**&@mBR;BHGmlpIoOac~ z+u8cV$I0P0r+Ee3SH7v~q* z%2j9jS!l=}TtYjE%8>3dX3`BflRpX%W96jZ zf&?{KS)&tpx>w?&qt*Eq@$@E zLZ7F6rw+BLeVuv#BuhKTiE8-{=55TbmgBsSD_&Llmnfg%r92S%lC?dNAo;f4m?v}uaP(@6Wjf-YQ7Wj9ZK(l`&%Og z$&Z!q&;dvI?LUI5>YkJqf6wsVTRfKp%Vn}v;a&M(!gEOhHv-@bOG zzfUpm$EBU5ylbWHhu7inliBvsPbOXvtj&xP1cAynGKn%5~S0n)#(mvs@t)vEMBdD}%Fq zqx*wWZ+m$2t{v~b#xxl?J+t=UVAvQWePRHfy%^6GtBj)T-=FlJB zMNVn_`?W7|_XJ<7=P03leZMQ&KjQ?AIK9Q{nQn&?w#(B%p*F8&tYgVtXa zR%sWBT;rJPxe-#7cx0m{vg0dL^^rp({d%$CRx%Ql0NEevj6+1 zGiU9dM*G)3%Ebf!R*qBLVAojJ1$Jk7 zW#Wl`F!EA8;q(Ux7u#eBjfehlg~QBcwOzOf6)TcOF>7dD+Fk{Zq|?CHdGJuBV0?#p zM2M(gj5|>DjWnec20qihqiL6;zb8tVx8Nr?7jUUq2#3Z#ml{kc)jVt0au_+BN)RKK zK84k9nD<2K^M{x9@L&k=(uwV*OIsYe0QFDBMd~Od_F2q4Bd~}-yyQQETICQCr zr-G^QP|DTxEboq@m|D{*VD;qkHkRHvZtMJBs$p>54t114i&QLgIB2C$;35(wBm>FY#+B zk60w@Wc`%z9{U&4h|`*D7l-V#1>M|&EGyfSNmJu-8SuzyL+5vP_uuT03B2Z-n!d`z zC3#2l1r60TG=49Odx56`KAZY*1Sn2UThCFFVe13;-l$v8QC4TQORNtz65~jIo_H%~ zSEmSr!wns4gc|#=K75355V(!0fZJPY>kI3GwBWT(F^J4$Sen30LM$oB&m)W_yobyK zCVBEd2ycD94>67cr1kDcEpe6!Q~Z~`AJQYU_mp!}^D1^q4AZr(H!DuZFJwuSF}NZS z(T}u9{9P@$?;d=bw`4e)e(+vz9ej>Af=?3vf)i_QyCGrC`+7bqYL(fXm1PHZyNlZ| z3cimSE+gGy%!&_wpLUri@3c2a(#gln=5}U+!;f2yXMj(5-B!cCo2><<5wX!#P2Jzm z+9@gEqgQX$C}->k7YSy{;nnP0?FwwK8KZ1p>Tz^vX{2?nZg>k1p5dpWMgo4FAKp){ z56OcEZpOzdz54l=$v++sWZ!8LbIU61S<)7X6y5%<$PCad7T`wB**)6njvtR=1rL_ z$z~Y8_~+L5B%2T4BHF`Cg-Od@YzHosP1_XKdy{(kM}w_p2jJ-mmbhjVS( z4+st~$I30;bp+toOh|gdli}GOD(60bC*1Sr;UU%%@b^%n%ZA@6E4xm9~83otRmeS00Kj0ebP(hmM43Cb}xO_g-lx_{oICMC>@;2=vp2IJ$iJ-rem8kDyTDikom0G$!PDjoqz=@~I+VS6DycMH(~paK zcYFO%I{bP385Zjz(Olm#Wm>V{Nq9@c@UHLjr#*C;f%h->56DWy&=m8Kh9t$k_?m|K zh?eDu!0(OI7TRc8cO1pQ+y0-C5#FvH_1GeUDC^{KFt=Q!2qnnOpT$8e6NggGRQVIG zauHG1tZ7d7uE@pkW_$Cprlzz>fH7 zv;EEsGVQ-#KW+O~)UQGC+TSTD<`<-#`~5CT1U9sLPd~fxy6rN$!)!ks$C+12rdt4q zdxGBY^765VKEbek2~*blQ4~@#`J;8G`%{S}3q6{baGSKvm|s6VRK%!bgPiBJFDf;reM9Lo zr{-Q$K7WU#=8X36+VWnzGEEBnp0^{aj@dX?&SgDL)TJ-;{#rTQ&N0cuKAYu2w5r7J?wiu z@mjw;&sCL@I7|knNrER~8HY^XxA>NNd%)#wb|1o<`LlR9{ZjDf^?X{@&qeo?J=W}= zC{l~v?%ebAOPmb28HIQhf1HPRMF7-)gWAjZV0URz;MGf-?8KaRl*-CGX&DIW)Cs_N zdPLctICmtE|9-5!K0Mu!Epx>>wKFGb!HH1M`g(!dIG1es-mAU8^L5WH{N%I{aeIfCw?~q!^DOR$yxyZ;tJCkB+J~Jml8Q5`&(VMJb(8@0T~D5|e6K=x zNpzj_I-e4<(yD;~I`Mm;c2)k8(Xm|bt@d@h89uDmaG?iF?BnpbH;a4lV-t!<~(fuA6>r+t~$B>~@YBWIOOE5pNh zOu){(efJ_LEihQ zS^c~Ge#@WK9hOz9g}02%z?D1_7g1bLF>wLd2@k2~MfX|P4lX4cZ>`NdQsCG2*b%{0 zlprU8EDrJPViAk2#rTlej{2XO_X>`1V;EO=ZyIlsi2>N|y!*)a9`_y{iaa)$2EXr3 z+b9y-h>ro9C~whioK77TfyBxv0LEd-RiaV}d!1_eYCbP{7k=Jrvzi{ZYa>&2 zCkHUqs5zbrr*ho(2%LX8o_mFraSJmS^%VKLC7As+oMCPY!KFXEl{cIcjNNfWn)DVT z3NaW!27n3cI}uzjJ&mG*zIft@zSlfyyLC5&*X2r?@1A`=Y9Vhy^->bo~(N-}#CHSmTY%AjV zne*XzK$~_EoGCSNGWB%8SJgV6?4OKq8U6SyUhl2AcecQ~>L0xM*bvu6z7JV(cHDgL ziXf6W2`VBzGLGY*Js7L>UQsQXraroOL02gE%;_p$;nyy9ju?LN7(GGpwtMIRlxxhK ze6M%-UFVOkGETx(`+8bL5WMwJGy}hhXM7 zLs=9wJK+`t*32;{reX3_T28`eItp-#C(L|2$I7wqu8P@srjcFWw_a_(0VkAHEjqFiQ~J}snWrzQBQ z5!A1WlEieXeLoqmz5m}IKBVeLa{`Pj;cK((I1OQG4NI`8#=3kViGXTM%b&ewTim(m zXE^){UR?tX19G8sDPbV1eg8a?i_HJAzBg3v92}TGj{HBjJ0q_02asgDm`^;qW?R z-vR&Hc6JJj^gKLN?>OHo8*R=S^6B~QlC_w>t0+$JW~p{5`|0svMjgl)Z#>uzb`lUu zs5$%nUa)q|@||s`?KcI{RqF&(;_CgqtxC4`FjLiM@fzu2?wN0WBx@P%x%7rl6dsV7 z486zmHLk`uOn$4kgKEc30U`@>7KsT0gmorR`(vCb^ zW=}>Aq$GZKo+uG(BH0cPHu$F#oBk10iLD2Gc=ZIGS!|uKV%-(5*RCu*C*FYXU>wp% zQLXDG7Om5r^GqQ4%irDPTH36k7Vq_Q&+!)h-$ToRJkDB@r%vnv+nljYY1gV!(v@?X z2@9N`^+|zPZ2s&-QpE*>yIcOTh318RHYo4HDx>|_BX50^TFh*}PVoE;rAzMD4@5(0 zlWc40f=kds-PbkWaQZc~bb*l|z1=b3&>k(dU-yu%*-gi~PwTFHUrxh4&+-P{Ru;;E z_YkTtP}_aJ4>qY@Oh4|o-&!ETV<&Bk^atbcP=3DTTSQiBo{IN{L7W=TP0A9phF+dn zq;oK(ra?^5d5s@De4S?z{kpHMn0^6yNWUs+VMsSje$!@(3-Ga4O;<{_%!&A8?+~)G zrkEcbE1Mg)Bm1zjK72-X6pqT)b38_PEjvTp2;>%-lJg zd*p7j1;M>P6JH+_5uT$qon)-`)MLa7pLM{VpE(iNb8R3YA5xp&|!mM1X2vVA2HD8{oNU4xFc@YriS$6?xr+Qy393dvwN(+!+b zKZl>$>a!mNol6k#lCR>^gX{O`E2}c|tpHbbk3R^y$C`MHY^W}=ggjNK#4LH~nRgor z3k;mxs1^wd6ekbkkRoPScMYrT(Y}PUtSeW??rPf4CW2K8o=?)&Ac6n`=L+@5nrar{ zV=o)_)P#gnR(OalP^Dk8z()9+W~HKi#wTIU7!U53mhBNN7nyfK?9jATZ7KG9qWwn} zTh1HlOU-E@*Ukx_GB}BMQISJFM$d7=3hNS^dta`vn+WT45xTY4JE^XgWVx@iy#aTay4~VQ?PpM%#7c*-Hgrcv$U@F_3Ng#pvyYa>G^Uv>@V1xU7t-J zP6W5Vo>`TY}S@DTLPLhWr=ke)DI`e%ar5yKow_nh%KzREg)Lg@L|? z$eE)CYvq28md2J$0NFubw@7fCTFX2Zclmp2?QE|wLeT!-Pb@7AilXPSlW~9V-4c|J z5C}vo#YuL+c;Yj|wmXFn?T9s%sY@!(2HnUJ? z?l(Iq=JwAUSaE_9IPxvkcc-&v_D}w<6aWEOa?PjGYY>SA#45+OlcoNby*tRecmrgYtq z*9#8`=-tXzQik-;U$fLPBAIikxYA}5QQZ{_kVMzaF$0HnGFcE#o_*-d!mGZclP|5X4*i^X%`l%*qH(KL3uS@b9fDDv3vpOx=ow zlijd1Iq0cqsNFfX;5{U~2}yjJkO7X2frm*^YR)n;U@K%DR3BuR#2>9dZ1uI;AACsI z4fWOOsB}|4`8F#a_14~dL&ZW899u+wUYlay0N_yZ!Jj&)O1HZS2 zncQRD6>Z=p_)*9`sIKLd&d8MFw+J4`8QGkC<)p-@>Pli01miy_3%y%XZY-jhfFGa52j&05LtywM{QA$E8y`sM6$^aSdbY$RIo-*Nb*sq!-T*Vtu? zLzQY@m4;lQB+B!Ug0B^9SxUN_ExSKrQBe0S`OKRNro>pINUSURVP@{+E2wopCC@`H zq$4=G;Oeoe2%Z&^T;f^{Tl#yZg`9@Fx!b3AaNRF!5D}B?)^qF=hOXukDTTm|qYfBT zPjPzB!B5-;L){~6=&9#RRjQwY_UqWs3f`kepK{|Zhk|k5RICuH=2y-_7sGN~Qd&E2 zoP9X^QBt_3O%l8IQYt;=&ui!U#syJADo?KAFPmTEOi5ZprCfQ#RlvLWYu+3X4LxIfwBjJgyD)N&3p+>9ZID+yvw7)=I?A!8Ld#g+3ev=thTGHGZxRXw&R=kx z?<@$FK1w9!Hi@;E2MuC#WSL?-D2$GWAGwTWyI{cA#HAh`vZ!;rK2;J_Tz$h8bduc~ zyhq`RxDrseO}s?G0=dLwpbX=8DMY!&kruRHR)xV%dnud_eWsOlA`3QB+wkeEvBHrALyv+}fFIBIP7~|Dq9F)`lXlG^#Y! z`%G3tsb)f^6v>|OX$<4n)>ans(1GmmytIMMNx%jEINgEvHC|PPa&MR;Mv4tJzld2K zX$Br$cC1)i9QBbh_>y5)NoJqv*(G=vTq;AHZ~1}Z9q$To7wK^3=_ws2G4WAj48i&Q z;gSObFVbE&eq1&D@yhcqkHG6t2`01faY@PcE0P_chrj3X%-I|e1BQ#}?h7uv6~2Ow zNLt((NKgh#w=@K!nb|*F(>peddth1s6nu=5^cu>9G|nB84T)pEo87fZ8$!<4s)FG3 zWDx_rn`MvhT-!aMhftckaelH{2{S#c9iI*>= zb0jM298lqszzs=?ZPjQrlGch^@kz4p?ukQ`&WT>JG`GW0!dLMIP_aj{|IL=@?FbU$ zW*iO^3X1XJJkc28RaZx~U*kP5F7zI&96gg|_?qWyY&(zFXxTj^20Pe$T1|hXiZdq3 zdiv(b0n7FS_4FwR-F;c}P3K*y)du%H=j&@vy@V`WB@Nd|(E(q;SZ%zJg`1j?mR(va8E3Txia!n`&w}ueO$XTdRuz#U%4Y_ts1MYh1LnDB*P4z|lYaSLG zcbOvrOm1V}FmSk|K45I$<*&rFt%@=;xe6+_&>Bo}NL^tp2T*cY; z!q+&)gEHDUX1QrANjORT5QPtC%H%UxiDS-~wW@5Nt!nRbXvy3zhCBnmKI)Ny|8&u9a=IY4EXi zZ=yI)=}N}Cb})9fHh0TO8|Wm4b$$1>Q*-o$Wk(dliO4-i*_K40wZ`#Yz1|6b#eO{? zkbdn+_?fcO@9B|?3cN_OlL!e(!r5L9u_060h5?`?bs}R>iNVGZI+M~4_Rco(hT2CE zs>*;e$z7GSOr%06^x=gdTCs)+9n6GrG~vUCkk}VZXyk_R&D3OFVb;=Ck>!R{qf$!f zoOiaGARz?DC_mYL5Q>TR1Y+lY?fY=5-2J4tr%ZTwpmqJ9JIC3egN;;$(vt{Hc%ROH zDZ~a7$Ang{LXAR~nfRzd2Tl5u@8Q60$L9uI95D=B5}$N`uRAM;Pd=Sf66#sGs}Za* z)rCwhfBlsT}6HSDL@ZC zOc)q=6e1z-F>Un;pW!;9|89K;O3h*HkC(W~Dmo9pXZA5(?A8?Cg8d#In2ehWkLw^W z7m@pHk258Pe}AT|@4?~W5`LUJ8F(;&M)zM1hnhq$*}Ks4+C=6i(mRK zCf&wge2u1=D}1*1PINALm@xa~Q2QfJc!`vfA_lgZKf9vNS*W91LU-`WF=Jn@*Qu|PcHICyzcL(8U~`I_{w{=_caG&i)3xi_h8a-y^L#pE2QCaargZ=#~M7c>;qQ~ z!ox>?J~b2Bg&$`Ii}owKxf5PInG?eDoJg-dZ_p)~ribUPb~ZSF7WGx%Xa{lgHbD;B7@O3Aoh8JDj**^LP*iITI&v zXeO>O$iS<%x_OVhUT7;*l!siPyBt1_hb^UeF`&K2!)p-MdZ4P}6diAF3G%@wr1s%u zXv_SN!NXOvJv>>#0=l?^j~Zo}ikJN@*&o!aF8LH<&;CqPpN9HlU$=ko8O)}{9d&Un zfy1vEyAIw;X(L`YW3LF6qb^;~@g({#rtAm>HQ}Sv7Ar~3-a{O%@S<`=cvzh?JLv$s@Ub~CqL0rQqUvU7!A7)d!h}n=}g6s~S@$BZ9sku1rcD2CeW^!Ca zI$oKqJh&-2j{t?Uo)}8e>7$$MSwHyM{UpA|{op;n`H))&II>g43w&~LD#T+Noc3|{6vEbNp0%9-2&drIu*=%_`Dyy*ZhV} z70aa&nvp5F=_5*?lXDBHqMi-(faELFiPaleuvJ%hBov70>N zo*;gM>OnUdPEP*$7!MyqrxG@Z`N6x#Pz8Py#XO>(2eb6Uo3=~Oc$>mk={<`XHVO*} zH!UDF$+ng#TpeFi`(G0UYIRnfth!c@UvUGsZ6IH@1%tHky}ORKHgncET%}gnnW8Wi zaEcAbs0fJ|w^`VfYL|5G!w(<#=(Y>KAAIi254#jz4qn|6>W00(%(U*tBOT4hrU9Fw1oFN*9Q;tFa1CL4Nrlu`nvo@kYYR+ewaOUiLdZ6?1y{U zdf=l;H*`EtW=#9qk@5STu;>tQ`>g3$o5s;;g|$xWs(9s@jLNfPX+PZbt{ZU$WYf=l zZWb29U0)Tz?r@}@1YV^7I9{ZxA@IK@4rxc+f80xv z&n0{7#4w;tt{k>Gcd*>;zre!PzS=h_IuKeX45hg$TTDz}*_}abs$Mr4=YZh~NmMj< z4v*|iB@Qofq6%i1@CkN(-`4iryo{Bx#cu6*-&zvjZ_qkbMm0EVD=@73GVTgA9yJ{< zR6nh`;}^WL>w~A#Xt;`9J6>+dDUv(2Pp=3m!tKs1Qz!4@^2G`$N^h`NI}3H_!5EPD#z0 z=k^X2AHM*_YFo57Rc>T=pn)wajX+4seeG>&Ey>T2WpFnJhM1!ATMo~y$W1$z#7pZ1 z0(Mb+4{F$)4`1^J9m8bH&98#eYb(X&Qx52Zd+k)my-@7K>+U&cmy)Z%Av=n|*2QAU z=i;}q+2(RgjVSrLnEgsmTmc7;i{Rd8n<^a=2yLfa3D5lD4qFpv7m}Q@>wDkks+C}I zu>@SThA2J!hOM697iAPOmf62hfjPm&z(`vMyFA8oT!n+wT8eOS)2M=+J4>NeBB(wK}Ai->_7B7Cx#zZ_Sk=mliAKK zcquw8U~bRxwUYeF-=$Qg2{g<%*?l}JGluyb&znem1s8OUy!U*q5lQpjo-;b-o0`)j z%7p3$H%AS!GjU*%Pj_<^oX0MBm28o{<~Ec?AN`nubYAo2j2(f`z8*};Y>n|2_qqqD zTrcJ8O6}Myabm8t1K5SHKkf(>f6~L&VU-IPgIm>o>e9s??u+`jR7#e72f4tGpIOYGh9KqG-)PrbFO+e!=7(#s|z|v0Ozxwg#8rE70T>K%Cjj zg%D2j8n-M~QnRxZC>N(h#d|fA-VMP3uAFCv2;1!yG|a{jr)78*~PH2e9nh^`IlH$8DQw;Ifm0IMv&Tl;vvb>WSDEq zvIX8et~}&d5#xbZuj(1??|yF!lS@t>*g5m7kg^u!=%zEPFp1|@!#XW7bH9%Tt8NLM z`A{!C#hXT6^;)>&-bW+`%e?^*gM;wJyRt|<2nzY@Z1S6GP6g<8-c>CRsh_ zU`wiI=Ut$VvhXs#a0*dqO>|wehX>TSqQJHGsCqZ}XeUP>&aBtI%~a~3xbO4fFDh zImJ1~l*skU6I{dU`&2y#3|g3$156ErrEChyRHtmxd}|D(6My9ZL;l(#UbVG3-^9VT z+m7U`Mr^=j(+1r4`ryQpNdH^?^&R)*5ZU(JvTp`;=GIkl5d4tc^eAG<@$~->PF|?w zE4IsVW@&t=aYX#&coSzurMPdt6$P%H@rX=}s(N{m?z(lT+7+Tjz$&DP#t4H5 zm}I?xi(H^V169hx01o>ILGX?^V_N z9EZbBVpji1hcj1NEfsoG&cM(Z#N0$U%)}=pN%TozKsc}cNXwGfH-32YjA&=V#t@N% zHsIli{*VoOvp=2We;GF@Oq2a51yL8Jex18b?Wu|q{Uky3;ca`4u1;;q5cHlOB z^>xYgw99flmy+`1$!TpXMz4jZHgHUoOPPLEDI&!SxGfnhh+fiN210vMT(!M)5wiuJ zrzgZ_@3EB2P;FL1X?J#?QfDhTzTtMR*&UK1x4Lf=Mw89QWb1h2raadN*M32$T>ZfP zrn7a+R}4(8wd+q^Y`0JP@|tS#)c%BX53iwGR8M9V&TU3B3VUNue0oJ#7f-3Roz1sb z3iIZ6;rrlA)tS0eq_2mUwz8L$RLQaI(Eh5I5X9ssCvi)vMXztGZq6#F8w#g-%Q0?D zuMq_3tBLg0*|er+EWyn?#WVtowtT{MzE2Kwcy`D1nKxr=l;Lu|bV^p_;M+|hsZ9%< z4~gT=bRYX~$HP~Xp{K2!QPjV^;k5PC+x?n%JH?Cm z%QvyIiDOIC6eRChFzM(s_~)U$+BujeF|GRc8cmxKVd2x00-9Hrn(vF(qx?29N?LoP zNw7)}ehVxyJ>Rz4-8E-sSJ@)Z7Fj#b+m$8Gz!xI%pIT&~1dF*rF6*{|?YKd_D;`#MefVR8SD28F<8O}5?4CK~a-eyC?THTyrNh*cR6t!Zi9~!% zsUvk7_xEqvdq|}$=d~vhGt_e|BiVmkeN|XoO|WgSAi*U#1b24^NpJ~+LvRc3K6tPU z?(Xiv-QC^Y-F0v{{O7*hd*AlgUsYFEJ@u}xwH7vP8;ffB#-{7Ti^ZT`;Vcoj_4zrs z;IQD8)44D`_Vv8PaPQ$O8Ri@pdP)V@NMgQ9r&=vu|+dEyc7>9->#JMe8L=m3e2d_j>*rEgxO(V{OP7bsBZn zT~LqD@a(BtE`AF)YJc@>H4gv4wDHLPx!1p~cxk!v`BS(!&KwakCG#S#B|4tp3;21I zLIXC@b6qa0+an`5mxJ(;%AR|;`t&D1dvBFsQ=!ikPtb=TU#%+F>7vD44r#%<1#Z)= zH9{Bc*S_^`%<00vSx)0Gzo&+-SS&4BjuKNzpjnQ&*`XJo;})XkEp!(Y7-1-JpQA)enLPs!`kbB4^s zg~dX08+!p=6eLyqYG%n|uB@7Bj0sgN67?>_Hil_}M#+4$U+6Y*HSl|yCGg`I z{4>T-5jg^K+?PyKcB*jC&50xC76P{PRVW=7qy1iVDphe`hlV;&_L<>*qy-Ui(fW*_ z(Eu2f9;38#=g8X>+mvw!Yvn7@+>2??VTIdDiJ zSsJ*3aY{AS5f#w^2vKHe0>Ghv1IUFnXLg%#5xZ!QU4nON8{~*8PcjiPO91@a?ENi~d^O&Iee|T<5FVqJE28RuMl?BJNfXEH!o%YjV&B z{CIV7ZTtc6^S-8lWC#e;nC?m0u1u^$==*M^wGf*qxJ{HWs+t)#RnBjn>q_Zo0pL&l zVpXTkDjvs~Ke-OpH%zvetP-m(>#-YeXuOZac+(NZU3mMJnK^qIe<;_6wRAVoo$BHIg0(t3*0HSeb$`yP zYrPI`bOg4|&BJXerSd=YY1$Bhsj-sxo<;|7MJ{Hyl)|2yWPPt9$^R04)5l(!;Q>bG z1OlMBlR<|0;f!D4wr*U39=SOf6mAsn(?g!V!h-dfsE^5O>vs!l8iBN}(q^Hh>z$PH zX=mjuDfI>9;8^;A_jUIM+|nNa9a2>sz&jry)jSKeRNl$n%N+^i|Cg=x9>2ni`?Z zn*2nxDKIH@Dy~9l_3&DHT}GY%q$%&mofj1GZ8V$9zJ7bPjU3XUEmMk>s=z;Dau{t@ zfyQ??7S!`)@v8%DV%MQicch%U1H^To&YP&)+bLk@&ONxAxr;U+QOKlIg?%AT_ZI7w(;r?ojpf-dns&(bWB`IAz zhqZG16LVva7VTB@qVoKP+w=hI?5WKdp=ZyDBy5fU_f0ae+wx%LCx-8*3BuT2_v|r+ zKK;dX(dSR&&kx+cO?PN9R%-_)n-7qxI9SeWr`*RMI#V&}c{Vu&X;^@fIdEuA=jrOz z)>@~S4)p6*T^!`UJUHfkBbx`O?&JwpZT#Z)!*GrNU3v{z|Pyg3r>>xS2G$kR%xQvLGfr>9# zM2DlrO=2$Z>_X!@TojLTTzgH z21b3+x%G~h(XA_xH6WnQoG%T_xoeo1_HE;kD@=^a4+vX9IP?&WA zMhB@Ko(XgW;!&K!zjOiS9!WP3Sn0rifpg@Rh8~i{GZ8CXUJ3)`e74lyC0F}`C6m7r2bmCf<$5zsMz#^C2w(x(;0*ijOswf428vOM&~R{*;U(YYiTn^NvM`$le- z0E#)$;uBA!6}_yY8ctgHDI%GXgbBA2?cXa0adu4SCe-L$B zHs+9e!XpiYSIi5zvh$PA0plap<^ODCF# zq5~ZZG8Coz(kc8?8cq+I_;V&gj{-ek$xp(c?}N`s5!R#X3OCd4m;J!avsC)>TaGtb#3i!~}Q*sjg0ZU*u_5CiauJII}YOwK}k>0d# z^2Fsq0D8rKB5U#`;sl;G_<4@!7tOeNqjel**hPz2S!K_^lbK53h1{a$1iV0gJ@4uT zq41JdkpRsFRV|b8zU=f2j$oA_JuP#NbK?07YairK)vV=vsY*($RkemXC6DL}x1Obx zb$8Y}c~_4@Qj|KS|6Cp#%sF~az@gjTRMEJABi7d&l}@*e`sEyfeyY)7|Iu_uQ;c_)M49I;lT~n+ zbt2Lp69P)nl^-5ddQeQR@@(=S>sxU-9v?G5J?-&p)4h4urX{ebZ+e z+79$`ZI1xqGgBYYHM;_Y$cJ!hD+KOOvD*$PS4*08v~|1hT-s3ZzftIyCyH{>fu&N2 zA*I=0mQ-E%cx%U};^+bNX>iTQsb>5em4BM9v`3$nREmO|3tdLG34V2R9iVC~9CT4( z#;snqrffpph&g%0W#P5PNfVpfeF%~RrmbCPh)a@=T_n3(j%%4khkl}dP-J*~Ux*+I z{L(Xw(B8RsbfYS=Tp*;0FqB)*PO_X4Ez_rO;uTJ`92)ROlG?) ztwa zxNtcpq3rwzb5l1>z?u3)=}avGS9yL|z|d?8q9hq{*Ik{ie65aO=vVmX2%ZS=i^RE(}_X8$cj%7{-FHngT+FhpUQT3aAsn1>ki`A*97lxZHS*vWg7l!ePd z+#HpngY-jgyz*|v zunRxi0FX5sIZWHQwyNdhPchlLI#nOP*OGMIpR(SrEyK7kDvwjgl%Lt@Oh_+AZE98s zp-5b&R?>adjOA6^+4EIb&{JifKZv%XO*8y-c8;+Rqo91tB?)PT9;%=7yl<9d+QPK? zxqQBF0PmVycD}4G>xEW0jG>)6U%O`9jkZ^bTjflVb_VxI zUEm0CtSHP|&Nc1qT|#XONmq5I`Z=ApDbz357|1_57$p7M#B>mqg*4e9cMR8hO!i%U!7LYKpx+g05jK&^pPT#-ShytRN!dY|?! z3R8b)V?D`{3)OBSX}qren^%$_S!9svA9q53l+#mJwpWFIINZ$9!S;e??z;Ni(u5>{ zWdth&iR&!z>@uKjmjW#S!vIjML?Tc0m^2-DbApl%lYPgu|+Iem>6F{G{lI1K&qO981dpz#?k~`n= zy0Y`mu`Tn%C@%o^5*74R8>2t;MzW@Ft@AH)EbEEF_xFi35 zyF&g1ayw`y1j@BMKBHL-(aiS8!|33yt(H_qzp(@g85}bZV~DU4=F?y^kN^-vK>K@KdK9_LB=wf|rD^ zx99R5UOQLhKKC4u^@nG3Hr5W(DdAU0$2(+2Zy9Xn8MIHjZR_)Ep?zQ5o?(bz7q1vp z%=4c43Zpj=;QiGi_9M%VR{_95Std``^p@|+aBRV7Yh-f4`2q5cU$@qj@q#NIQjvo?9J4dmmWm{~|onjVYsjGkZ1e`&bp&dzKgemt^~rSePc9VZ8BB zA4zj;__)j2!9-0WX^Gut>A29K*jlD|D>*pd7OZKh*g1ugxgSwY0y!FR-1xvqT(0QtT*+JR^@j ztbTr2g&+NAWz;OKdhiwX$J9HnzvlaD*8007yz?t(QRRW$pon((v*6Q7mUn~R8Cvfl zylsoAsjoRhfna1V)Mj{y z2u)4Ten)>3uejAX|xnfyGGL5Myo?2qDg3UuaDfZJgicg#gmLAwv)L4_h=ut zp$Xe|h8iMhjTvB|N7OZQZ3(_)`vL;9M|}IaNdfNmrUebS>id`9Ld2QA4GbU=dTnB- zM5TSTiMRJNda=OkM=|x<6qIy3Wu*bEUQ7=Ja$F)%%eM*A{V;?Ty7;5NaD`vq`==EA zwFjXF`x;RQ6`$EcNS3={NTB=)8t%jm@eq}UDL&m9 zIu?1oD?h|{PCOO1<~5#D`5u`Px;=h1EwD-3D<&rRK!&FmDR|OF7_foH@eX!cL0gi0@QuJmnE@jIrh2M?^+vi*#McH7E8zU zwfY?j&&_(E=W&huU3ZQ~|INu)px`Z$D>+;Z4>#F5^Rl?h*G3MVe#Q)b7*y;SmtRL7 zE0e2MdVZ5rnU?Mo0%-Td0HN8G*SZbt$%Hg_PNYh2x4QYxI%(2hNa-~k`fP`ALJpZ6 z_|X*S4_DiRQ{F@<@~-PE(GF?>2Y*()vxp6%w;QqkQZjxv03qgC$+;z*jtv9HRk`B>aLdxfXiJ8eO(vuM4nC6pV4V$ikas?#kI6Q7=|*;Rubx%BiW~^0=?^|ava7^PP+;59(mJ3niuVJQHj*i%Qw+E_Si@ApUl4?(FU7aItn~b^;8yGX znT<_icp5N;qwBvUV#4n7TzNT%$QN-p>o0Z>$gyEGq3HtLaD01&>q$xWxEc}E>7@`@ z&W`=%Lq_4XrQ(;DUq9a8*Bxcs#|IJaFz+NiwnvmRM1i(+`<+;^tc;P}f{rpYN*GX* zn?`1KgD`ZDzoubp9xpp7l@WQNl@R8>PWXG!^MYyH<9T~!uf){?IV5?TBuW~NOZgv?Aa0VS>W zsQ7%5Pg@BU@kCQq0lK%mC4IU91OPz1{M-<9vea_r|@F#U%$}S~iwF-=NJdoD1<{)UOFlGCf39^H5TQA!epw4Ns zp(Z2v>~WZ<;raaZ&{w{M(h`uNJp37S#j$+A#&!@KTU8?0RUb9zY2O;>iiydeQZZ+% zS1fo-+}8+wZ}sIpgz~S6PZpbb74i_gyP;IMC0#-Lf<;{N;1u79iEEZba|*I(pB0hm z@Nw>9_ETVkfIu*RFyRz6_dljH@_KFyvl+tWp1rOnq2izTrDzx8J@Qk3Q!CdF)@kpv zo8+};QW#XfL%Rkl3s{<=juX$O8DXI~B^9l&7gW!~^3tVTExI`{vjBTk9nJwYqMNh7 z=2kgXi}OLZ#qo(yW<;1^5(*)tpMBZdzNz%&V>7*J36VN0a;Ux)w5?D!xS7dk(#Jyw z{6hypZLaI=NjAWgtZTpfZ=5l16wJRP);E>W~qSArY5!|KWF6#en9Enl+px#-BGK)hUb`;R|sSz%9}65s3;?0T@U5W{d+2eucQ zjYg$0YFGcquV$v#GHy6yMChdb!5z5Cr+Yk|R`=%WwQ)|it2te-EH~zLnR3uu|Ifq3 zqk<-`(PGf=LRpz`HQIpf&$cD;(RCTc-UT5ewGac2${5dHbeC*(u6);W@ zfkv;R&~DM1DsPX;+as$ARoezVy8?QFcgrOzuWkPKdzqE)&RcVFgFt%Fti3T=s>s>x zK{ec>20th3COcR=7B2*sR#noXK0<_TQ>+5*F5MxQ4lV@w>{KOczBI=5i;jOmL$@wW zA$7_wZ=&92Xpats`Ir5n2ENWU#$D0yy^swFk0MXyA-^upT2uck#XMc4Xm#1N#fQbY1Y$%$-=fQ6x4 zuWN$l@(g};55uwn@zm}r6xn6CMlW-@T1rN{w7CRzV(}bbv`ABz+w;a%+vDD+*9LLUDWDt6xiAoF4KMH0Eu=hLG$w- zL-v})%BKYE9W~yqmNIZ=6X|&LS3+Kcu7jau-DbAs3Tm7nLK$<-MU9?y$a?(c!TrVzuL|_ zZb!N7L5skopj8+g{jhHA;@RiL2hsVY-#4!nw3uYk)n2KM@JZB{X@XCmp6&1gb{2KH z9wLb++TKo!z|dwpUe1WC+H9n{YY{uVWfOG0z!)m3j#&)*6<>7}yEp@sxC>Whq+O1&HJ|_1(RoWG6|VEolHD%Ek*5yiMc6kKCbr=^G{rAv$#x zyxJTJ%NI!ajOU4SHXs`Si`u|YlOY|v+|ilJzNY>VJZWj?qGP?0x4!O4U&YUn!^)j( zhFFo+el?E0G>_}anqfc+idQw`^B9emn~RvE{RO>#ma!)KaS5Nlj#nP8zEOk7|&ZwPM{G8OXGxW5D=F0 z$PtjJumk!|&sNK(JSBXkFFytg$4?n?Pk7B)mfjMsm+xIU$D=Qr1?rmfexxxHZ`F8o z83jkL85uMzoO_nBq;!q^GkXK3rn3zPx}AvTJJ+$e{-%ldK4Ilx*pjjC>&)Id3{E^r z?)>@S^1GI;HM*?)&LZ>3e?^<=aS_M)v6C($eNB%mvF(IhHw30$9Kqqb$!v#aFAvuj z!b*NPBa)WsuPig7g=T=dTua+Nzx`LHegXW45s5E}UrlhmQFUC$NEFvWw=mdOYqg&$qUT!gS@t;L5nOwPQveClXGeTk$ zwnf_(<81W|hYEbo8nw`bL7qm&(Ht$Lx`{TUV8-WDwDFWQRhNgvIHOnrLF4wb`ramX z`9z;HnbHd0G#wgKJ{$)nU@nr%_R+BBIM_LG$94fV;^GI1;Q`%Ic7&hSg(LR{q484Z z(#4*q{%c_pRx}pWea=|ivc!$WS;};kM97xPg4x%q$WNjNld#GxGzM5TSZD>3n@vTU zINjDplTA}iaQl3s)CWfug0o7#3*@e3yo^ODsfGJ8T^eMMgM2Nf2gQGeXj~%>C-4@P zBMVS*LM21G-0}iJTbpAx&1-Uv#mOIBE`jP{UUmQCjg|^+5Z1lc$kih~ox*|Iw@<^FCZ(gc|dQbW2(RPyB9j(9=q`S*=jWt!EQLE?raVyN8J!ew`X;VD?-PhBj_zMDzrVq_gQra4 zy7DL~YN~fCN1B&8lCbq3r? z7lVCp!t)a^lrA-q@gHNU`sG=<8-pjdpb^&p8M z3PX6=_#LWqrzku)#JF6rZTvq9by6adH0_LnyNFXNBIV|2J-oM4yBYFQNsUevq1w@| ztr%(Jypzwu7YqT!G9f?Jv7WZr95vRoKcvgC10h?u?lO~dRE+Dk7#HOw7uu-98?93 z_Ubx5WB6=xLn)2MyP0eol-B*`2`-aPyUT{ecV73l%*bT%FZVZKadWwCU~@R_z<>{w zAOoc-#l8cG0pMyeFI{k3tz!tH-%q>x35AEr0hl#!zX~GgIb1>#5g#=I!L49DG+T^= zK`VT9(GCN)Vso&$vR2BL3yR~g{D5m-FT8F#D_2;J;$pA8h`>#g%OBe<6@qd$GZkr_ zrS=+I9%~mWTF$Ow5?2Q-WFd-8q`u&0BL)X=yEqIVCYvIF-bljZn15O1>)$b(m0)JR zG-`{9lB4-TmsxD@pt08Mr62#Qu{thyWyVp+pFJyjwpgb3 zXijO`c0Jd&tzB9h<-bW3lGf2cl?<4FDSS*`&ZEsZ6L%3EKl}J9iF%Vl;z+atsz{<1 zav@sd5wRDY+`RGP*lZikX=j)Y`60c3+G5vy3pf)@8>~6?ju-usMxZo3IN7Bnbk{EV z6mOeBb7@uYn30wh01ZZ0!ll@Emw#+y$rMUY@e}{bVE0l%0d}-Z0lgSbLHv%dclDDs z0S&}~g>tlP{&5X0Hg4*WLc=DjB~pz%6qdO7V6T8{3{uaG_{%GU3*I8P7ijcx8x?840_p2aXz|ZW#!XXRDp9W;Z z#x8TlRd)epWctucX|rUY_6ktTWhP=KjXI7o11dYa^>vLfOvq*he{Su%xp?QAEmk!1@d1@sGB;n$7m)h(%#FN}U;v zEim(+=!k^D-N&yhr;Jh2EX>&3iojVkpVn!e8Y){poeQ^Z^&`-g&$h`R_$V4Q2xaOH zu~IvXfwNhmF4VA{)E^7jdL_k&&9h+GEclQqGCZI3Jzv-ggQsfWr`D!r$6L8}L$VYn z9j}?*KbJY0>(-cT>A=_?*aLU;X5sh{WY7?z~ z3FAJquuc>Z2x)P?9jf|v$Vy=~H{_TL&@$>DQjl2q_FJK?tCxP4yq2NHT|-=Lbt~E8*0b86V-#da|IJq zmRxiiQ0R4hgri9To=opRSz*8C2-_cVO<$RKmC#d4WLvH)q9^;Q*cOvEYq6)=2xVpp zHPtpvsvUPP+P>_0M=GE1-|K9=V}H)zVY?HH`clPLq>Wt(8E75O@~~Xz`ro%X*tI&P z+qIC+raL6G4}EBuW+x97DBLv7;G4^N-#e&gTllR6>eWNsBg?mT-0NV*YC{@wgwyC_ z$T}plH~xgG*IgbL=^iQa5^i91*hEk}PduygaHx5A-s)B`a&bSU`1K&7LZVf(=;M(= z4Y{GYOsBfa$N`m2chnu4na%+E_K_o(tYA; zNNs3(qaDCKjQ?piD7{R!v*wKUprkvbF-_2d?lIG*+7n|zx$~1Ud@XsN`_F2wA05x$ z$aHiadi(fH+?k;UkeH^<*zd-16zqP4gINaa=Zb&Ck=*1H40*ieTI zw4E;NJDPg%iTBu0{9>`hDXroGDDdDW(_iTbqt)m)FfGoogQSu@)gwT!~c zc(7h_liDVhuLaHCyM6u}A_rJ9UW#Y{iQNlam1=NK2|!{kOe^ON@tylUwpyH#jpo@} zQy2d87YsOv$7K-ae@M&=?{&9G0@P}e4{JN|Sn;qRmZ=od1)!dbO06*NiRy_53YvZ3w z|1VTvpFnorG(Y>p^?`EX{hk&_Nu|9T6WC7=CE_XYTXr-p=EM6keePAAfh*DOnDPtE ztW~We!bllM(QWr2STAgg8RH8BrnxMPQ|h=Bm8NY4%K4tmR8se8h3&sAg{y0>=3EXcfFFUiu^=`&wq(+8hdQ>oaVCNg;bp8;PY%uv4ARWHr18G z`$kJ)zrWSXX1{3l^mv4pW2Ct}&WZ=SghOEj1jmjSy6J}&-alP#t4donMWeBk0;M}z zb;?%r2L*NI1>8;$Crq7AC$k{n$kxjxFNa8)f{N9XUNIyKf|;1FTlR8j6|W`-#TKzf z^P%uhuG`(ljYKxfM-!h5qd4?2e`1~&Yej`OISxn0xa~$f+jI|VKiE0`4yqe@#?0>_ z(G^4)2k=Q8bM78ymg1}zS5;%(4Xz!2#d3s`AiiF*2>x1Qs=m= zgvOST^yYso#rY&T(dkw-<}>+1OWx_(*Gpaxv?=7+gWhQ3TZ3ZBZnbe+Zi`xksN(sV z4{pXgMyB|D901E1V%*asSGp@WPm!TA2v-S=zhmZ{k@b~D;pIi8%lXkFh;&_Gu{yT= zvQ~ckCjNfgfdm<9V7Rb6jgPfLfn4jR{Wd)^5d9bR9l)c+2=;a%MiQ9|ySfcZ4!*UR z??*POF1{Vg+vx>N3`;f~TafDWW(II$ZN6b6$v%I+K%d=0eibrF@&2p9TJeBd)l6P@ z3DG`=UcSB4?;u?scx5vtTY(IjFC@O@|Cyqtx^XD5SL2o!U!F-za_oKcX%U08@4T|5 z9g?>sz&Ff9f|uMM)08LwnDm#>7ih!(P*ZPbSnks6WRN5njD=sSTrg4a-Di2C^+!~( zA{KRMjmd?yuXL+!!-(@KZ)s}-F|7k1+=Mn?3bC_rbIrHG3B?`V2Hks{a|_T8@{!Qf zD({9PSt9=uaUe|i@$4m3WQwj7IFUvp8`?&G4cEp!fykxT=c0E3;~(5Z91MnMZM-9_ zq=(Sg^#|tMtM;bxQZQmfoX_(x1RD_ZG9`KJw95(Lsi#Z#VZ#Yz74RUd*iZk|obZos zKfWnTH2EDyd5(kwYewb+56giJm$^JaaWP9tvU)%u1gJ2YlSM&n-)pnX-b}z$NZ|QwI^H>1DeE~> z+LZS8U>(wY?oT+g94Uot>LyPR-^blIs}oU1@Ei>HrI<@D481L`>#7eY*X=u=jf|zd zYBZrJiJ2uv2OnuMiw%_G?unz6iQbZJzV4n`s{|r;Z!{&KHvTvSL1G9J1aVhmI@*;b zoYe5=vO1F=XGM17+~vzYs@BVXs@lQ)WTmvve6lb{9}+W zHbTJ~LVSqRsr4|w&55-|j<5J45K$Jf#LASisp>%;{KN+Td{=GNOn`d*XQIb4+IQov zSPo@Xq7W<(&gG!yfFJH@is>c3mEtl0LacvVvX~VJ3JM05bMxsZ_rlu2bm< zb=PL6@>F^Sc<*r_*2%YTwKTviJ8!0rZ?HB4Q&H|>ZV8nee-af1euGyWP5^sG$ZihP z5o=pZ%SRg!r%o!*^=Ng9)If(vznzYA<_(BgzNW8jByW5Hy93_mH)#87Rm(%}3& ztl;?>qVqT)8$$0x*xF4Kpd&aja*5#Qsbx03zjBm=>2uNg7w>i#%Hvu2tu%i=+`((} zU>5TFy=Ycn1f0K+8#nH-wKZ2 zo1rjfnBP2yo7vr~ozq(7R7~;vXDHlxnk6akn{!}fE#J=y4!Bd_VPzy*--~7Y!Ia~1 zv>qyGxI)us{uv!K%e(RYg02zP3+6u*tK8GY;+7tf2>51t93}=^J!9(%bBAs?kGsJu zx`E|8dX9rMaJsBRyJ;P0dV*(cux7W|92avfN?N~G@GnCeEubf4n3mjDd_BB>t(2;T z;1_(e5OMpr54ntw6Lk4*4h8Me#An;KH_6qwb2)o^=+Fzn_l6xC=87*w0Uli?#i!=r zp$!x>Ub$?J5kV{ODPts~)BL8Hs;CBdt0A&*6p^+ZoG|>3hKPMzkE3WHJwv=5G1qn) z5mOazWV%BPE#uj=^C@c6F`Fa3bgy||yph~y@I*(Zb}6NS_prZno<32M!2m6(my_tJ zEqOaeSTKJ-OXN*yQ_1B^l&auAH6=OivvF2^Trr?0lNIO>@hm%|)hX6D>ZlWhTI(q=^!d{w>+ zna2Z$kmE}r%Zz75AO+`WbJUyqV) z_*a@j%e=VU20aM)ma=@OBu@j#Ao#AK>l_rAMDYUPt--h1wUYUD^5zh#lW_xkXZ4!E z@=!+JqkH~JDFbhit@%t+)VBg6B$MILkb)v>bdO)wAs6Wyc{r_(g{=lLR0@0>xP)36 zaFRfyw%lv1Q99{Q`y&&1&?nmq+9G<^1G{hp^!LGG zUouK4B`HL6b{VJzW_4^ub@fC0aR#sR^i0AEVrN<}BE-sskoneHJ=r5bWaj=YVw37d z8<#!_8kb{pLbemF9a{wYlI=oljDrb<@veWMbuVrAmw`Az6oTu(% zjV{(F<2FVfYxM*xW_5gBf89xy&S?GUPF^b$XQ)I!juSnFdN2HWwq^|I+-@}%%u#x{?wJp)19qff8`tRg7rtvqYNHC?(90B zTOqeZQJMAEO>O)gSv!;bk>Gn|ML~3)dN3{;;rCazy<-!PnQLVVszIj$&s6L>$pCbM z9VsG)Mj~)MVQ4Z=8V99-M1h@{oQqv|klu62>Gz*8zx_^{WZyiX<$mU7u(dV49Z9GQ z^vSz)7^|138=^9*KZVqU`~hcu3Sz(e^%kRDS>AYy1mJ>6=*a6ueos=i{mb{nV{{tP zCQ{(CpJCSZN$_(Za!n{j_>?L0y?ffYMBRpxmCkDGv~fE5>ya`YDLowV8^Bzcu#9?) zuYXM{QN@FkCgXd}F|AAde&_?tScW?=0(GBPX92g4TYcO3WL%bDk&pcEqv<+zn&FV>aPlmCb9XaLnZ71-24B13Zj6Oeu=@^4i~ z?R~kz!mUaeyA{IfxE8)*R}ZV$tn5khbFe#)Bf7o-i@{5+agiAY9@OAch?E2#VBK*g z45WBk1{MAW)d`;V?K&&^nP1KjOQ8shNo-eI*MbK~zO1hbp?hQv+k6x+i$^!9 zEM4A%<*FRAw{OH&I~K4qxmdyL8j!0W*307@t0SNS$7G;v|NF#uk1>CFs z$abAR_?(G&KUlseV<8Ee*nd7P_e$BGzuPi0VZ7h}>Kxbu9Zh6WRHgHPO@UPo02pn^ zPJz?@KrRxl3+1AIehn>|i%2O4UH8~fnea^Xw^WOEw(G6*fWhpW)wK7kr(=IWQaAne z-O2v*(#6p)I>Usc-f7UhLee-m@DCxFzo*_PGPj{tnJ(p)gjh+>U9IaHUU?-um`(Ey zOq9kh!@c(&5CQNhIwJ>|rqRl#v7=0@hzIJFqLsyWU=}oit{?6*I6HK`R9?;8DF#Vj z{Gh2sm*_{^q^#JV)J*9=Qx|ayFr$X2I!pv-Qm->)N_-%lFHgL*w7&+gq&_T&gNtPG zna1c~9Ir?l9N|X2W3(=+S~f6%=CK%m`lzm=Z7i@yp`^+w4|xy$}{PFg^A-c+5DTQK^Ti^J># ztxF3thkYut9Ii}vVV2=WJpqo5Aa^HQ&^O=olZzB|_N*{@ay6R}r1P|^)_ilZBy^4&YvsGH8-*u}H0 zyHcTu*UyQr%R{Q&N}?{Ac}xhq@G;J};U0(FKw_VF{3}1(hMf#ftPQwPXnz|Fx{wj+ z^H67Z(Lg@EXVM5EkmzW?aRJCgOZ=I#eL4k@=Hbv@+b)JAD!o0p?6g z$u+6D^F*EVzygnD(FsfQl{FN#aTR}t|K?8}#cR=~x|MUKMe<~xXy65}*pxANQtj6ZYO5#vlUD9oCZ8t> zu>$WGh-bfBr*SZG)P^e=sVzy9l&%1%-L zZAS*Q4`kk_aA31j zaWhWgiIm1Vw=YNuxNo=5dO?Ho>2b}EwWEOMXz>~7VR*@a0^s{!R<%2Rz#!%gnKUsb2pZk zdO$DT-H;!HPBK0mFDE z#IAxIC+w4|F8~ElmRc_G=_MhXAj!~l7}Qo3nyJ#BQ^=xMs;A2F@E}dAdUK|=KH1TG4hM{PMwr*ack3|i|33g>K%T$5 zhADi@GGVw~SGdH*CADa6f|Cu^-a-4iIgZMrZKqf%>)|y=jV!H}{lRpFsbNH2uh&na zoMjRrDm=yXozanZD>2_t7L?p>rhLhy3Qo|L7%8^f$b>^sJ+i%=#}pDB%J*iBDQNs~ z702Xo&N3h1-J`$F0JU6bZ2v^`TuP%$&96~v9yoBy^II~rC zvYy}`3uR^}%R2B#t^C5dmaS0(mL^V-mR;SzTXp2!d*xvRFCr@69wTrP-!QPn*f zM^`stBYtC9a9o5N(2H8U_O=Hram1c0(%kCF&nM@C=fozCgH1{!N$IbB_p3MI7TDeH zgNt*bd2Y!P$CTlIa_V(k)r}6kiH6K^`3wxFN=40KAXZd3l@GX~4QPb3{0HsroIW?V z%&GMT!THU{VpPrM6RX3kMiR#cFiDrG!cG}at8e}#C-R0$T{sbl8caL46e8kycUumI zv{IttujA?J_Q&pgSrq@*o1q&{rF7`HITwceRsttf6Aj#x6;DolB0K9+WU)P7v<0+p z^Gby!(eiz)im5a4p}HF2r4NurOX#_ zPM??~UWDXC zDl6aCv$k@7S)c9?^m5HLGVbfcOPJ(I-51XZ@S0BW!9rP1=oz?8_S*8B-&^yscrA~_ z&s*QO>O{r|z0b52aZ`RTH}?h3j-6k{>pCSB-s(@j%}uROY_s>l5&0ig4BsaquW!ap zxZ}3SA*;RK{U)rE>8o>D)ss_Uir=F`FJ8ir%V|q^d*Z}iMd#tT&;)ccc;^)MeB3QP zzIvgTlk4A0gd}dN%g|d9B>!+Oc;QzrC4-l%m*k4-Svx|HvOg%)xi4I$rBq^8^BiNv zzqhje#}f!RCQ0#4=>{(CUKQ6?O7B!w5grc`K6_r+Z7)|n2p143Z@m=CvGn^#) zl5e|DiXo!7MYtpN5_dKyY$_+LP4JR~!_`d(Zow|{+BYR+k-?qDMzHK)|@Vky#52uRU4;m11Pb)=}fgxjR|uw-r87g~Kv zU&kO?bc37AgMI@)yUv^r<0!xwoGGu*IJJ94zOvL_3NZHZa8ihT>UWqeZsJbx>bBvDR0dHMJ3p;K74Cq9pYj9_pB>xvle+ zy~Gz9yH};0alp+fT6>)S<5nfrfwz-mcAoI&^iKVx8m{^b;HI!h1+q!4BwTPPJ%*2Q zqw>j`yQWR3&()3+eM`U!A-n7w{93?mcmEDTdCT7@5!>g;B~l_bHG`Alxb24 zh(2eHlt1@_>)Rcvmz?6Ued;(TkMa$}yy8&d6mg;p;Y((ASCqxiSewTOq;yqns2IZc z)p1C4@q>x_+B%mY#1!7P)V&7PXuc8uF_O?#QJD_+C!0vH>^V_*Crmn27;f1^_{y{; zc%_3W9M;jiBiH2Q1&4)6BSW-l%E1<_0|G+**B^MV*OB%)_8S8`>B5UKou5m_9_SNq zd-uJbs!MgAy2p>3J5&v>_=FWLY%swOOh2Z!jV6$H?|gq1TlX35u-otI$V|-IlM^D1sPu{8Uau zr|Q8hSGIhfhLbFpi=mcZdG<|Yy} zQ*CB@N=D}#AHIWBW1U(qAD;nfQo%+e%}Y2b)zZQncAb>d zG0y3$5C)mU?;LKag;#}0fJ46*{jqa&wd{X`#rZxtr#-yqX($o^;ceX17AT|re!sv^nnlFVTL=%M9M) zAmWZb_E_`b+ZiSB7T9Q(9RG&TY344YOlt6!rZvbivzLCA)#%va{zkd3HFYdP_q0+< zRVj5R0KBtgdoK;7=0mJkz{N|b=C$m76r0yYAJ+~RaWNLS%}&!t@!~FB_=#j-S6QK` z7{aL$s7=yKsn^6eKK_Tl_C&?2oCb?)Cwz94ZXob?DO}OF!E~z}HM@R|gl+d|qFnU4GyCDttoTQ% z)QZn;;>**mvXj`8a^T-nFK5#G6=IvGlapgRhVS}`DNC0rcQ(J~Wj}lp2kJPhX>4gi zrnThM!NMIizudX%fn&lc=yHApmu%|3;5dT15B_~BePP#fvL644CF$zG#oSKZ@@=88 z0Yf&L%F0vIsVJaNOgxw@I=gX2h=ofTs-Rsjy0ts}e zQ#|Ai4uy|oEu@Of>pTZw%xelECw$y^#*&ip67Ct;g!gZvJ#mI5@tFE1!`;pR6h$Ry5JRf~2SIqJ9G*??P zI)pspvkw)>p$^V#Pi9U8nVh0Hvf{DJJI{ifg{{D$(n`FEtf{zfyh%|f3G4%p-16r* zpQkREs3Xyz+iuUdB@4Rd%&(%_E}rcfw0gMk%I9t8SswlXk+c1)=5w7=Dn~i%^nz2v z`R4Zc8J#hDTEED(d-6N67V*_#zPQ;>;uodj4eo6FwQt))Y29Kh2Xuk{app(i(wdL8 zS=?uwHFgt`-2@yC*s71XdPyAXbj{uUj5lnxud8@3G8)>$O+nJ(VXq~PxljkBZrNp5 z_ma`V?H0YKG~lvde;|aPG0Y?C*Mk#94l_tjLXG~6eNCfDouw(9__yp%Q~q9=UOjZg zpxM4BTQ+#<^H7LCYxt%xvxa(Y_=0>(-`0-&kxzv&O;dJk=kN-gx{y88L|YpQ z9xSd4pZF#=dh*H^=uDyS4>4!T4FcYy1o80tn5tk~yj)F}85e%{BN&P>dE&-udEmN9 zylbV{k*r))a13ozR^_88utJH}K6Va{lRO4as+yECry|PscEq^@11gC&&IhNCwVH2P zeadt%-pIRF5o;Pa+{!V?6pSkQ$+1nfFn$x;d2`gL#oO|A(-~aGUvR(5v#ew(sp7Hd zRj)->(n`2cRyK~ZuC##yUmSZ-oMfhc=sX{!9;V%Kkl~eL&?%%jj+-|*aHw;23ACY4q+$UF1U3;ye#9=DO2<6seZ%mfilZRpxvpt7h-*A&w~ z${Vx}cbN={yDQuu99o^&6v&01IcU^$SQ*mfp#Z|i$iNg^Rf@@Qybbvax#XUFTLYp_ z6QMC(#7>SAeD5EH$l3O3?=?4lUof5g=5uT7Y4aFVn9cT;OdU<}a0>@cuviu|zFk52 z#S8P~rc7DpxE7aAyqw$1aK-Pee&X##e&Z^U2mon6Zk`>!)%3)lt%bB(4Nvz37Y)N= z5zNHN&e%Tu^D2V6KyeYq5SM=Bg)*EPI$9DWVWjl6--<9rIaSbLzR)@+cr%-m@#uOu z1%2M7sWV|x%d*L+cs1IuG)a1@a(2@0z3bB%5ltD+czfmZ)_moYO(wwg$$z`csWBV znQ1`njWJQE(yO5jeDVt?Y$W}aG(FO3n-5lin^-Iy-g&=dR)$tkYk@b=G zbvDfssynun(^>=S(uW_!XdbvChr-h1J|&{8Q= zRL#KDTG1@rSN@cOdA;-;2E*0;>bdqax8+jTd3bThtO%0s!M#zIcA!fZbnZFEK9FvXQ&Zd zQ~#W~8$qOD!##BAD>+3VvOUH9dDrvhcJ{{hoGmK_tRdyoey+@D+e5C9QoY_tZ3u zPbn-mlIgbp``Rx!N@Cb9Hv1-=3{DxR7D?wP+xv~qo5QVjvpHn(3d`EmjS>zy;SLVh zIZN($;Kg&IC{TriC~*oVX`@hi(uJ7?_9rtbSrd~!^O!`5yOJ>^gd_p1B}d)WtXq07Pg>7W(YU7kRq%>& zYWd(SC^hn>P}cU7GvDA;s%mMac%jI|s~a<-{p~Zm4=>`5NJ6p@PkuzQnrkoRH!TaA>bCgQzesn}%JqKlD z3^__PE!h2qc|iw-aB6COo;8)}9fU0Y;*3=kV$tFkZ&U z%lB6ver++Si=n|tJytW`A_Nzf+#EBffj(DhxS{?R$CF^J$qSHXM^`+^%;`27lB<&?`Uz)2#fZtV4Uc6+!q(nWEAw&A;er6gFh`kYXd9wPk$Yqxi= zEwUo-ru&T96W@?P#*}@tY=7ulEu%!eX?3x=U=mMTFZQ11QT7c^Uchn6kLdoxp)-yB zqLOv}j8kFiu*pH7wmrOb`(MOFzLWSG*@L&O{RcdDSEPSZ+R~!D0h~IJoXb6;+6=rA z{G2|xXL;|0G9h^YI29|xufl1yi}CSC-|v<+iX(al`r5o6bs5{ZlOdP5xAe=p#-|kX{=Z@<4YbdRgw*x^xOBwlF zs_ybdW{4uu4n5Hzh`uqB%D)koa@Q8 zd|hzpKfJ4~JI1#%gYa6WkLXivPzgtUDOUM?=3c&st6)`X7Wci)9G|4&TP3^ZG&Gb% zvb_E)dp*2P8(?=?x0A!5lIBB&YN3`Zl| zx_1Klo%Zl+hcKHG4({PpfuA~xPXkz|dR|Whe17a>eQi9v9EVjXVyy|^Q{Vn3`U@lR zg=-$cO4=PqPn;~Azg?;%b9fpfN-RQp09V2gHOyH1YqXk|L%8M2Eu>n%{8=~^9IQCo z(Z|61$oM*bZjRqWDM-PV;$CxIUo0dhDy#Np6PX6*?>@*w^JO)5U|U+lEtSF%eBRyy zN^SvAz=#nI#q5EMYr-pXv-lp{T7<&OYvvLON5T;Chi8T>`QBAIR;wm6s**^gV3NGCqOxa2biR)-?@tU=g*`1X5tIpe@_~H&nNLU z9LXKfT|U^zy#^`>D^c^x*xJ*k2wNO&E~<;OHh)f~UmAMf&J=;&tRR9S|3M?U_`=WSG{ouI*fxMRgbIsW%{@w&bJeiYKg7Yc98kOL-r z@Jz39#mj@00nOqsHyEV$wm8?=*T!fGA6NlAJ*^&paGjG%8%eyxUf=aSTm!Xp>?n5y zCvGG#{}Icd!$Dk9yrt|quTwZc;&RCV$$E4|A3yHuSU zNAr1lm!<6YJbVQ^K5eOU+U~wM5&6i?(0_j(zG|7(pH?ppGBmYY^!SFlIvNen&^8ij z?L2lL8(-^GB%KsR?Y18q0i2LhJ=!DQ@F$eJMfzH!Jy`Jl;w%x5XjI+C>5?`n17!H$ z!zta3eef>X<}X44|B?Ge9Xsz5dS<5w?;ND3)mTybfUsZgF1T_S!qt7+i5~k)oET=7 zknK8h_`BOhrxB6jk-joD_D$ubLG3zP{w#TGK9niG`neNtG9EMu*hvqDnAApMJ7?w3 z-VZbM$dv~C-lU-yt^Q!l{#6_zA>4mNf5?fu5KJ;&EpvsZwcC5;)jHoe<@fTOgIc0g zjL!=0v%LKNW|5h~QQfLHFQWaynBUZ2y}kKDvT-tkT=om(fY;a@5xl9hKm4dSf^5Q= zHBIOWi`hAEH%f;Py!|$*JR_#4dt$Y`oqJ%k6O*~JUR=16xe<`~W}3KnInwc! zXHefc3<593pVe4>wTD}0Kr%kL(y&uMiM3NT(7uc%R<+%?TxvC1NWmqH=9l$Bjh}ey z#WB4*8~x2Paw3*}y>`r+{ozxN)5O6@2cSmfV%#R;%x{<$noe>1^XvJuEUC|7nPGX8 zz@J8gLF#6oKLc=4hUU$C~~U8sb}z0jZ+_fK3ilk{Kakoy0=UtX;halZU%e?VdSJp zt2(%Li2FyAJ^@k7jtSn80f@TN=!XzKY4pfwXDE+?!!FKYj#~gjRQ~K5-BYiQu>4iB zs}8u=>j0A6}j3__06 z@@DX7TqN3wDCH=yi(3EpPEzoCgO|H6&Tw>)QvM!Ji%n3`Q(Sv;4n!H!b@XrOMq)0H zxTWps+|}v`4mgxW{=}yRw}sPMY%{Ij*{sGzUKd{P`n-_>@BJhz;h8!QZ({D5D9^M~ z^7_5@@M#Efd036$gh|pwSq=mV7tg%25z#vhz6c6M{EW`o@~(#+ImbWYRdYERU7LY? z`uVe>f%9AGUleSC-_thsY2M+Af(PLgaefhO9%a7EAvEwx^DcV$!g{y6Bx%I_(J}6J z919Rxf%mL^L}qGA{K}DRuD|zKBAv$8z^@*oOhEbN@jR| z%=T{czMb;k_}L}#N_%h6Kf~s=a{NME_*s+ndvFP#_b~D*(|&r2Q5gQl^h1Tezvo@#FBJ! z9CiU8gLDR-yv=o%Y8q*Uq$qeLK5Dn$dC1=7IIAfb7u4oG7-hg|VXd+M&GLmxhwvln zuc_#Lt2t+r9#F?zj)WTmAMo%*G1XnHPCp-|BIXS0YQ4Ln-4^1~#{?=HLlyOAC27U0>hg*}+EY>&J;!lO~0P z@$l=Kd4Zp{?P4C0+?uKql{zmrG5;&^!m+VxZtP;R89of}H?T_HCgk=?ICjb2`y@wq zW!5Y;yW984pQSLO`CDlwaT1OZ(;chYp`R_hke`Wmq;E%y7&z)%ZZ+xm2f{W4FZE=e zd}U_jh_Xh!L#(!Y3oECGLc&;8&^eEMT#>wcm3%#<*M-+z-*M<5?ScE<)YZ&Rccv2@ zU&V{+enRi5)cK@OW#H63cqqrCzPi=cn|vC@)tD_JgX+@|yh`h1N@38k;e(LUDL$6& z$GY2j_}nL(CaRP9;FPgMG(!qS?cqZV%`l0KC~&_9muM^fMU%*xhE*vU-Fc{?MUWP} zOBk0qz88-OW}YCpwxdnON&Vq1x@eCMj-5XXnMp~PbT)6NAvNh3N(g=$j^;Q%Tu~|I z@b~cPX-qa%iWna|eYertdbhcVipENY9<}7-qE(=!Bg*+aupodKpC|dAlgAszl!&LD zH)^m>UO(829d0a^E*1{QXvl65UD*#Glv##Xbk|Nvyf5`YPTGPXLe0zX$L)QMtl|4v zmyQ&i)bi*b$#RHP3jc0ski6%|+b>rvy1JEOzI?by|eNAsOS>Y{=teY?mjT zArVwlDG^EaaWX>OcBTi|N=^eD3T?Ov&k|bTb%@MOvw8Q_^Kgm`BM^ha*?WiAZ&Kap zq#pBIJs+1{(#OeKt-SlBBD))|PUs#n-49c0ZaCXo;?1m)A%f+XONIYk7}4m&SMAw{ zt90%XYXovW`z>8z)A{8Vcs%WqkkS=B3SpS$LBnJ*ZzWjv%cGb zrIjt}ezx}%`&M3$Sfmegcy~%Z);$7`qk9-1HE*AAl($#}$wyv4Xo&to3I)Nt9A7=Q z4imKg!|%Qr)gestJ-6TWh=@kJEkwfkv)x~!lmOQ6t@K)kRTV1YFgXlt0W)0cvRB!8 zoA*UWa35K#dHTcA1&--FWqqwbytwjbxh7R;Q>08x_wtbwN2D(TJ$P3m?*_WXJWuY% z?k^hppOX>V$!B&RzDmNOH7Ar0^wsfoM`)UAwu31B{-T2cQ2E66EvdoUOOCQR+h*)t zr{uogcso5)W~7-$;w8>z@OuW2#HmhdaW`M;(SzUBC|$$JvleG(xE_Hi8?k&S`&}Qs zwvtdUX?-^I$))ph-mMJ7e!|$0o*fp-XsLmw*1$;r*lrG=m&km zUwGzAgdFrsro%I9j*oQqqrAkYNxa4(JkcOJt^qq@uiwW(lzN(N0{Rm|+-cK((^|m&We1dN%gqThyCsI!=tAYDRCN@@@EwcYTij{gfNaUV$WRh+ND2y6h~s( z{d`;ACIr(xYMB=fdX)GL&{e0??QAwosMYpST@q{Y4t-Q>#4mxDkkt+=5^_8G~o;|Dd;EupeGwJ*G<(e*a&H664bGQl_zw&Up zH!Y^Rkjl+r=&p0D6dvFASof80odqPrM{PL`)SM_Fqj8FzPnsOQ;_2bc$w{sxWa5mc z>|*5bWK60vb;T{O!c{jJRybyTUN4o$_~H)AaQU)ca>p95Dpj_cyEpn2%p49@M=xf<<7kPK>y|P^_sOJ;CBFLd9O#>dj9GmgLHfr zWa?^@;pn=Xi3h&hyB+HDmPL#x$r*`Hl^$zjI4d|lg-3P9B6;>Xxx7Dh8P-_IA0Ky3 zoQz@&51qo7w||XAk=1skK;5FTKPhsQFa(K~IxIAOvddmXa_=W;oMEK*+npjq0#sjmbx+$`Ngqe7S8(`7`( z+5MKAFV{VPwp9mtqn`MEP$EfCA`C?ajo+_xyJeID-o*Jh6-t_-vWUnN_>_~!3b}jH zeAjQPhVm6wXC}ajL=zGz!7P$b!z2LU+_N|)3bZG6pAMZKd6w}#PVn2qC?BwvR zgxt*hob~SB}Fl(}#0Nj)Rtu=uwa;LdMu1-bzaIQK^`}8l)iFSK9KS zu~nC|oTBe!WKQDU{C=#s;qdj2W{BdO`96mT!J#jY${+}qn&JDUZPN;(hV|vo9+d`o z_-c=C)4ySBX3p}!bwAA$+)O-B%fVr0ine>w10`>LksTWGh0rE2jbA4(@*c`OI_fEW zbnks#`Mrlb8yxZ;-@~UW+rW)@=-tr0A6(PX4%ZH9v9!J+uFqL$_hl9b%umU^lDx!0?}`tTmhGD3Qzz#t z=xYtyw%U^NNbj;i@t!Y5v{Cb4O8h+>shSg|ruS3}?m%6C4GGWwJ*I-xTG!uqkIdI;pflZLxs)_af}gI*m-$d^Ep10 zCOn)NY~VCLtcRCq*u>5sbLQ<(FfgjU(UWtDvTffr?MtYAjSouGePon3dWY%Sq?7c} z{%{z!qoT2A+yJ~vV%-bM>BJ2y{+hXr(F4ru>tUnw$z%0;;c$<{iFAzum*;OtTuByc zk~^WJq{&(*005q^s3U^up&=nJ$c;i^J+MBpzD7v7F6Np_+5f)k*X|X z<}kF(`il^=b3WFcO{>fuLhX6?6i&2oF6oCoi8r`!Vi*|LX3i$gr6aARr{;spvek^S z*7N4sLNb4J`g$*y<_YjsRcX|6oXQ%B@0NH~J`~6Lh`EHx@;xlN-6x)^BgK?(o7p&i zkiN>%Ij}#IP!PX~hlMX_#lZ|^>Q3~)lWQ!X7w@@9*cBob(*Phiafk zl^p3C21Zm5)3+mCyDLaymBV|=b8i>{h{{m{;snUhBjg`^<7TPu4_Xk8uu1db<-+FrDmDp!@vC}Nu>D9@0!a{gF2i;#FjN)+=#H7NNzFO7}3IlM14l|1M0;>pO%i|QUDX4BIlmGp1Kat2>Y zeYc}HOe{^c&gJbi@}k{Ewe!4Lz!Y_a04=SZvwY7kb@RubX^Mi2m*{d@C^5{mMYz0g z*P2xN`tvsF8qoPhH`eD6_*P$pDh#@|>fEQuRuu7+iPJj^lDMAEuh{M&T=q6d|MbzD z-7*OcD%Bq!7STqZR#gP@HS$V?V7>Q(7u9>-FQ^8YTj1B7Ev7E{Cgpm@*Hn@$R(?;X zk>;KCrO|P+g!tkUiPCD@r5Ae~BnrdEUtMvSFYy`uY)W{Zo@<2m2len<)oh-;e+;hb zX3}%!dtP|0Pi$+~6+S!fpFY0sB4Uh`d?^rXcb~&|c1k`M@(@0QU~`%IT=kSM(hl6+b`9KAU{41G>xay*Z`A4yfsScIjxX=fL< zKZR%E^u3#$Emkb3CY@Ov$7S+6;pBNDctcs<8zx(kuf3hypwtSq@>SUQZGWIrC5TEt z4AxnCjVMd1dN6K*uTR{{GNrC}IOoGlxCFD# zmSdAYYVko#T!@`GwInk>2zC~R>%>mOl!YVyg0vv%;>((MzT;Nj9 z@mtVT>Q#*|M`!KLC?US@{rlm)>T94`nl_?`V*%l%4FZba$zN6KIac?4-Fo2nj4Bb% zAn~hpv&6gPZ?mlIBL|l8t|dRr%nN*iWJHHH?eTdzUa<|PJGNidQmkE{=7QXA`4a>$ zTSAI*<9Dz_fiD#sgn`c%(h{#xlP*KbYO>(7N4Lbn7}{n80jKuG*WbN2B8^L}tl{4y zwlwC+-=z}ki#`~5V_QD&xF*(#0QhntKPdFaCqD3FN-c2q!WvvJ)ZMAkCkhma*P zj$!<6<=dG`y4q(xZFB$Howd8QxfX1x|3MoRvrk4ff48C)oD7l0-977*Zc4my;<`15 zN3L*13Q#5753jZU4oR=q6=8434U*juE$GYkyT5O{0L`P2)FVU#`?vk)siD3w)jr>)*f}Or> z%dr*Uv8%}>Vd3yXqbBrBO!FnJHJ^El;FmISu=}*x-Y^KOEU$zwOGlOzd&696s*(K? zzi(NI83+^_6comyHTe!=9<`Sz5|;sLGfK)WUk#}#T|T1qj>{1uIe9r;&S5aE{2ItI>`)KKfk;PKc$e*lKTU{z zJiJaF12pFrH*+s~WrD(%uj;hE9zK?e#`QUD*HJIg)A{2h6XEr$u6>EX(PD@8c@8t7 zT8ug{>aru)0DkRYQaOvL9Q4%2hZN0Xi=q=DZ=buV5hhTP(!0J$vqf{itosdqorCVl zY$v;omNa3GJ7geh8xKcpGc=j*E;+rmhh`BT!M)Gx{f6Kh_+212X5c{EISd7eYo{yx zdn{OLA~6Bg)4TlcQIQUT_<6W4V1>kZiwq-5A71!NEDX)T$@X5>67j_d8$vzx?|MY? zsxn|a>&)v9S!IjN+%@XALJqDd@vA@>`;PIuZ%Zj$4U{KDkiczVOW5_>j?#d`Vfg8} zsPZj|!wo-T7gW~#;gC=JZSCo99^qB$*4liN2@ia2g`}bKC*z#(z3~?bn=T7pi01}b z&z*kAHAfCVtjJ0Rg@*NftoyLb`yEC4Z#v0RotOsnB;W18+t9;=Ra;m7Zli;3dGU;| zKU`**);RPN`Lh+Zy<9vbwi1U2%k3wSkmTc5+G>`zwY$INzO#r87n8Als`58p2m(fD zULl8^;}qzJ!#yN}l6NUVtP`K81RsS@7%{ePrz<)g4jedbh*6PHOZw*Eb*n>;kjbZJ zxxg{Fd{SQDAUHUM-$}5Ec%I{RaXeaEYwK&(2R-?Qxla@xRwUuy^+)ATazw_QBgems z^Ym;Kr2i*z>MZTRwf!EKe5!dQsMYnNLPm0>^GrYG_wXLEXS&_HgKfaHt@5dpLR;UP zg-*$8u=^}3lYh9%nS^(dj2f>;v2$jBx{X}$Q0#9iVZPr>fv~Z}U20k%UZAdfJ4wmO zskFJq8o3+X%3rN#%h{e#yOh4)<&mRd4!XH*feYHT?lZf7#+w`HoJvH`?){ogOStn| zQ#JV!DO?i4ZKghIv;gnKt0RsLR>W^5P8XiJ0HDgWNr^;3%lfE0$Nu0XJ4u#}Fa9oG zf3~C*WNR=7_kvp9{5(DHMmya=GmQ&*4hDir+ zhtKYOyx}*+(%}ItaZ2R%q?p}yjjTsce7=fgmURwu7aHv5++}$!lia z)i;?P^CU8DSgk$BfnCUT-yh+j9EW1_9WS>OcNYW0q2^tXO!>QfhZ1ThHu5>f2M#UQ zjtZ~x&G%AZt6y={U>LqxsMl)!!jNcC?dI=RD*r!w3|UJEevfyL13gOr9$p;mxZmC` z`LfDUL|$>)UL4&b9rDGJ()QR*NvSl+**j*FnoBz{BoU&j2)_xYq-I>@m2qS(QCt}A zLDJkw6nFDWfw$lY>(X+`+2r~fRx5Q_77G+!L+Y$c0>QBzaC)3S`CsIv-tBL-$;TqO zZ>#5R?h@%_BC-QfJLBsFZx){r;f{RVYbizN0YSvfs}be+A~6MF{kQuYXGR4v^KhsP z%4tTbZTp*`(#J4#FwSFL*PyqYp8Ih~dZojVnQdQ7luoiou-xdv&EY8yp5f)Tc7BhA zsLf3CuIIic?k2J1PIaD{cA4vUb4>Hhtf&E=OCK&dX+MCrL_L=iAc4tUka|FnDN7= z%*Jl;U83%m2dDivacaYY${(}9hRyw>t>!8x^4PYl=_M%53I+7+wujF+(D4R)mf9?F z5UIPEb@vUoHgNqtO>IxX<1+I87qoma4R`A1``w9JWE{B=Vb&bye&nJlpy-kV>`R

x2UbeL{o#d@kac^spe5#!wXIWZg?>3dv+qMNNUA}Z>Uh3pKv(r z+~r)W)OUFwYVXu`w{q7M6N4rVk?!tle_+&fTRiN&;W$Fcrjsp>L^J;vPOB=^juZ-H zmK|Gt!k46DWhEBVhtfxJI^3hGK)z0T?3(aU$<$ zwH&6_Qp^xTndW;d1s=LsQyW#=e5(6uRn{;`{?YR$9Es^d`Bzgwz1lV7`ujnZ$mdnM z(_3CYiyTW#0JJw(;@6T;3ICF2U3?RSd%mbNQ^k07QIiU3KgHvqE}y->%TX+fMJVc! zyiGV-&Cqdo;uWXjRHC$che0MOb{H)7Yhj2~;uFzYe>gq*_Gh;>UxdT^5&mo$DW4(B zUkTJmwJb++XzWCl^NT8rhFFeqOm>e$pylK^*Tvh-$qgdl55M-9qX2Z?eL2l|y>=nd z9emS95W^{<4-0ZW{BE3K3f<$TtT)c}J(%Yy^_}(`-{QAD6q-toLw9%-Hthr3reP>- zbb7;W+UtAVif=Qu<88!1b9nkiMi{7rf{VnXdPm6nuw<1Gh;r zcTc=@Rh3YjPbW@}e+?|vYxPe7)_47eA-aeB!j~=N;5}NxNp*}QUZrb)6_KyWEE(-R z?zL%}TaaXqo5U1iiRrD$Fs&GPliP!WfdH;2Uf2x4_ADFmUq$NHH06n}92h8B( zTlvaMk>*Dv8hWVBb#;{W&j|>m1S9(c-op>&uqo5Cu!#3ck!35pKKy2h1BGjYB~*_o zc&T>1-*%5}_S&ak%i*a8Yi@`-E-<8^&QppB zD+_C(D9`I@dv%;1!sD5@-|v~_XyqNn{<82XHE53FzT3)KyB=KkQm$t5q;LGwsjpG` zTO#<3QO7}4A7$|TRaJD_t-RY(&Cx5wX<@(+2YZuWU}oqt9|>E8^**Edzc}e}tzR1| zqyd`DMD03Begob_LxZO^QjLT>oZqpRl zbQLn2WklC^S-*_K_c;=8-39~Q$2Pwtn4st#bvc6y%*1<81rG{m*7|aIGDszIB=8BA zyv@1fUn$5an)$@*Cz2}_&LribKH>5=0Lok`CU*3C;FJW1c@~btB6@Vn4bLo_AUBCJIXNGD(EoI9Y+X zPZSgUyYwkY|4_wa2(#w+ClRbT@DzTBhEz}z2+z=>wd8qUQfQDJ5mADCHq!68+QZScUV{XKk&3T@)y^-=QrDs8AZ){*Y#$YIFeeOWoQ-_1Z& zdt4cJZPfAbK8v%VgV9^!h!aL55y6C!_}y65H%evH_54>p)!priL&ewFbVBgMcN6k6E(n5Qx{=F;X_2IoCZBfV!>NPmY~?86FPD7bUhpcKE1sA z`l)D7n{`_?=j<-bV^tk?+wX_l+f+ipqG^+`{t9nuD9*KWG7DL9n+wJL5x|H-MIMdF zv*);pPI^YzdbDEd?5U=UW*?pAOpk*(-81!DXOdKa-><|~Rq#gJZl}(th>1$7Iy;?W zPKrReO{3Q?QlP4t| z0G~=oaS`usP;>G{>KK;tHHpg`rbCSs*4Hjcf-$wKPc){gt|y1TUY-uVL9lnY-BzJ0 zQF*EDf6m++o1)bWPksFNdsR>+*04tCnR$0fzu623>2+E}Uel!76&Zi?si6KkB`eF>>^dZ5;bC6jNTtRJE_=QbiTN^oMs@07pQ$ zzZP3>aQDQabQ@v!BKJG;E?EdI(mr=}yJAZ?dtGcIcXqz~-HMt?jZ_8wdHGI?S-@yD zy8rlQhg4jNjUD!;2M5O(%e5ylFmN3u@)uo-J_(oLs$a6@Ee0@^O6pELl6$wMK$U;b zqVm$5r<^KbD|I-mv#Y;NG!AOyFJxspEd#zt^4VpLn-ScLwr)#g7Z+EIWGsfrS zr`0)e(jCFCb?9Bl+sE!!bWS>9&c#oWbIq`q=14+Mbk(m3Ibw-?L@4rSIgfjUlN6=N z+k_luMm5`gRT(RwG2oldDjoDN^EUh5dMTKJpL==Hx~9r$XhnT}nRbWE$N22y&)w5G zFWQQFWJj*KJaTlH^*;CD-u8~j|- zH$}*z(p_kKNkNaip5EW(EJYGbfFpMm6t07Im}#7xwU-o|Ong6R5`IODfmq%;JaGC_%sirx+=cIHDX?(TC^WOT!&Dt{WN>u|y zaL3h;o|z?@>%eD9*x+vy*Na3 zJ>6wb?BG4tR9CbXCbi{nm~oeg1qJUW=hAE8T@;`EY)PR}@D}O>U8~D=pu*Yi|3&7n zjd%N9^^>s#iMTvmW>!2^ZbU=16Wu=WfSxUXws-gOQQ|p%!$9+)q{2t}VSTp~5knoQ z)B)#9REt~8&Os$SVIsHQ6+q~1r%6VaBupC$Rmn1x}%UtJDSp9H7AXl@fQ2ysE#HGuJVhC>ykRmdmmCZvbVL$$l>p9 zCGvfx_Nx61;f{JxuiZ>I13tcHp$bBs>y2NneB}*{*7iUry3*p^y6TS#uHtmPy=#V4WlboaUTa8mnjO++jp@grG29ZB1bu0o3!6CH~E!RT2# zi>5{*<8U1H*mcoU4$EPXd{Fy*Y~G(Kw1#>Xns--xi3n|gBf%Xhm~xT=4LoT7Fq5tg zUh-#YP#^@sOQ zDx?ws!&RLR?=7uMYS;3ydWGOgspuxQGvn8Oj^Y?)rA^lhK8m&|&a?Ioc=Vd5(s%03 zKNiI$VcJ8dbSd2brsux#?}Pz`hu`yd2qi=}UHSN~1WT>CM0^xp_3^IWU+(qre0dw4 z9N1NrI$dlgk)IYWB4qGF*}zDAL}8Uen=>~B@UBS~*+xw(XQHk3MW;b)DK!fWK}Gtx z$zq2EN|!}_B-kZy6MZ7h{e+X-g+oJOMafn{H$+@6Z*xs*hvTuPU13M#Zd8CQF4gbC_F-54pqAk9}&y~udZzvYGhckUd23=Q`}V$5a;7e z_D!*5C_c_qUh~g1?BGM9OFAHDb{eQJAgEcyO_epO;P>nNOfgjZd=D#@&F({Etv6?d zo=^J|C5aKiPpHZhd!R)==f2z4s;CZ^JzNCVXpqedu(64=4*bpA6`PU?!(8oB-98+geYxjwVBCj423QEfJEa( z?^ELUaFgg`Q+0wr+sH7?h=h{C@;P9&<~SeFNnH83$a9D_fFwj)?{_DqU11{E=AfQn zb%LAHH7%FHsj6(BN_D#vJmB}UoYTWJhtbe7KF3EqX||TX+OBy(R00F&WCb6WQziA; zr4`w%uiv4jJk+zAhxw59>4|!u!BgeaqVyQw6)Z>ZF0T=DPPid=Cnzm1M|!21Wq>Hj z!$*|f2ZgeCFV+hph*~1#Yj+M$$D(5}6t4N~?@H3wYFlzxQEgC~a}`5fu{muR;8H1(<3S>=}N%N7PX+?b=!4u~E&JbIX6mAE>(&<3J=<<_C%c@fc*TL_m zla&8fDFv<45*p^u&3nhE)Um-AInR66S%V~j{Ak_lcYSGelX3-9@} zgP!ju6O&5)mgD1c*;FMQGZRPN_=|OnCp&X|qE$7NZs@YDImi8OEQ*qlJW5eN_Gdyk z=AmlcVtL?qYdtPp!&A=jq57|JqzpE)ydSovFW80)4JA1aCat54+G+BBiqa_mqQ<^C zx(R+aGnZQ2lf&A}Yz7E=tgw!r&?494pmyKS`Ez}TZpA0)$;Ci~UujN7_SSp9%1W!V zl`zQNX(FmhGYI0eb~)I0zK55+Bc9lx8P0K_n$WiVN!@klI8@=)*w?xXpFwK~@<7FS z&1bI?3LQR$(Mbo1hb-}-9uZlZwYi=Ryq4ty_Y5;145bN`V!)zY?OiR-?N4iYp5agz zVlZFy+v8`RRBT{<6UuZvZHqLiM@Z#pOFY?hy zzKq{(O?$g&Gc$cWBLCs49%?5eh&+@YC}tQHt5Z$9N3qiE&4~uFW^jHSM;i0am(}_lY3mTy9@$8E}Yv!WRY=!h~PqXioJo zU?i)TIE~GDIPHvf3nxh`oCHL~J!@GA zV<>Mhl$3y!tW{49CrOYAlJ>m|&<{n!LiA6lNCy@N<2$NZ*l4IKTnUpns1Bo?d|G%J zf-YUm!P7NHD7aC4WX7Xuo)ln0Gm$zWJMhErbe(9W8+({ijYp?arD}M}S8Cqn-E-78 zq)!jY!Mq-KKk7K>OU%1LVcFa=rMOfEV|Ra1XC>+qH%SR^OPdAN$;$~U8OL7`^m3qo zi#Lp9^w&O|vpoPtyBJ?rYKl(-ah$8T;1mO_|7*PcB!pZ30fy%IdB`sez7zaD$r z{T?=BKfFdqz9g4j%!-GgdKCE(-*mvPs}n-SqZn;&cgP2 zBS-Nr4mCba>Tn30>#ud|J~ZNWEr0VAeW>ECm?;D#e5hIwUT?m~{M}9ULJH$Gw;d>x z{KZrfCTdPa$?_f%lHYts`;Bv**csb299DBIt1F$+Ks7Nf0n z2xOP<>S480Iu)&+jg=ncR3dGxPFQzUs4JAI!)c#)>o8?a+jMohqOq%^q1)Em*NE$R z?>*S0$#a#gkx>n)M4gz)BellFPwcJ{>2Y^Ak!+Oeqq?=!V?HSGyU1n`u(V85D)0?S zhd!N(I$3-8KIWTg(LovbwPu5xm%x^pf`NzBp%jC-`_#+{F3by4!Tq=#HT;W%4zx>|$R?@$PVXN+tWt@n_7ZuQ>X5vaVcMC&Oq{HDcM$}Cnpc1*u zT_)gVtK5sFqC~K%&PWZmTFS^($GHLmn)Yo7^sYs`q7C<%0Q{f*N`d2kk z5%~2xTNH<*mfmxmO1+OGr4X7Xj>qTB(jtu!_ah=C_46zF0Ihm%3Ht$zPu=I?Hlufq}B z;`I&q?q_Nyk*dqdmB8htdZVlCoq3!0AhaC`r>;+)6^$q>P7mf%pZRbN zBO=$)-@^_J7-!>JcV1R_dGIu+6!41GEn3d`E{;xEH8d}qH;Z?ystanUY6^7-pQ!t= z(Q`7jycHZyM-8u!^R*lYA$K3`RHN;jNXjHy&BM{0&dMY2rrIqLy|;HiFzGp3RB)d2 ze(3J%Zwk!s+oilI#y91#itECu0Hnw^Uf}f!U6rry=^^<);<1pqoWz^_7)2bHdsx-& z8+szxNl%zt<<3DHu~jtf%1v;{7HskNR5g>Dco8e0@+d8rrIZ*XFQG7eanC;Z3F>xP z{MC9TDqoIwi@*CNX9Ov$HBN}b*l4@@l&RM%Rg|_Y-hP+ab#MnLN_Is$iz(SoD2kUddT=*<5 zHAbCi=A<<`K%Ecaq)oiHr~*?GedQ}8Fj|^zjg|*Fk&dQftf6dkekT+S73KLc^Jogl zyKL7mUMqthj!JO-h#iVowX&@kynG^Fa(duA9JYsWG!TC6`Lu<&UW+#2QQks^#1|NK zERwYOvm|nLl5@xD<*CFq=qg!h$T|<>xG{0?)5_|jiew0GvVIj2v-vK+R$qkOAZ+l7 zO8Z1rVM>$~SQfGS4yQ>Ic9a3BxQ~=FnAnlR7P*g+YH76gH z)SdVJ5ac|75cu@bUffa`V>zZBU%a1!$*+X!M&Ffs=+Ap`5f8w1Lims=Y8%h zC*AUJy1F7l40%;cm@3m)1uz%)9R4npV3A{2+3pwsA5oB|jQ?KJ%$p7$z*C zjv8);5#JizMfp^{)G(Q8-QB<0Z;(QK|1$f3a+WIr=`e`s>wmv{cftrF4lzo#^RA!4 zATQyM{w}XotfF+b-A$|Idsf6pO8~HaCWh1XtEZGXTOi~HR20k^%DcDv&)9Zk*sHmoNb!Q&|IE@&w6~Rxq z^ZGVjhB>Yswev?Y3X1npXn($kOTbVL61rhIz4wOo$*L%SyM#*QEwwJ6QulD)4{t+# z_{Y@{eGbHm|=2Nj*wb-Flc9C~UI?g*tg*iWemTpehk9XQv^6vZD;a#gM z(0w~W$R3t)Dcxn_LWcsZMBUf-&{9gK59eBM3fc?_F&1)l!Yi1qR1QGNO`F!8>{3`z zBbACwmpl0&KcZdn4lh;bQ{D?Nh;@cd*vT*nhS+XQr~N1}x1$dybyOg#i7Cx)gcO#f zlcj42N04z`j5N+5+1rW3%H}-SeSLOH#Hd@h38bkinh#gnmxBggwt&1IHA=CuUA3oLG zi%ou}BR*1tR0*;6;<~IH+SE?bgUxq7b*PZ5UA24L+NMjA%2-ungU;WKRyP$v$-O(; zOw8jWz3USZQwlHpdZ?04qE7Ao%fYXKrJ#(uCNdi;{mf5FpvrYQs1fp?-5V|)GI2~H z!%6*FH2qz#(6q~vAuc_G9jVlgbne%;$y*6Z^#_X$Oos@iwubRlMwBmCh*n$TXQ{mA z(BW2`Lu%xz+jIa28{PAM2pOv#-x;H@|Zjs=B`DNV{9i896zFeIRxab(z2G>7w$t_B>Ip zzl&0gLM3Fg_QQwBI*!UBX3iS&9o{d=c}85msg)v3QBi@k{jOK2PH80AqVg_LerPe7 zwP)deQ=mjVLku5fOMw@JG2(8J;a+){r77S8d&Zr6Po^}TqdrYk#oo81INwrCqPXb= zI5>KnY8jU~p4t|p=ZZAl-Nv1x0`H%)i7LQq`I|7=_3#)d(eWk+TUZ^ciGx!sOK8A* zl^7xoRRq2AZm3|}Hq*ylbSM;wJPmz3{ae_dE|;p`QJU|0TbN4I2YzeNAr z--FJ%ZKLfTWh3GH27|_zBu;S}9UR38cJ-#Lr_UbBC_e2WLy`xkL=`?}3pbYl)tA#u zyRFVVF~_Zzw@IaNjp*E@rs7>+yZOGpWEJP?d&i1@!q;6~jOsYj8u{Fr*XTx;8LN=voVj9`xQK{U z9Eb>xyR(}leH4%7dZ>tUd-!PO$f3@%xI_o|eofUGhhD9P+LlOlz6krMzbl7< z(DT&%5M4J3PLK6+rEjLdg_DVmcL;ZE{w@u}D`w$ZhOOuI@Ohr>25IvTK7tWqi1>1T z507$oHO-`+Blwiq8s`ie>M=|RIoIx>+qU}-zJlLH$B&n{3g_vDXVM^p@hc<^al-h~ z+OExhV$EYGco;^INaXRQg;_c9w%Hc{x;p__0zxk z@UAQ&W!%-Rr@(jaiyyX`HK4(xBo=9PG@Jga;pz-rAnj-)W%R(WVcp#w)>GHKkyRK` zAS!M+^KpVNw-HfD;))w!2#CW_K$mLd@O^%o8a`%9e)q#?(pG(;W*j)Bmu@?#(eG%S z==zG<%k~TiaQQ~0fG9vMc|G}R`$>1eJgy|0fV7|tmq+T+T)FKE_p{8U+n{Otz7{)a zR(x`G8OL8$Co_58)lJ=J@Dx#X5l=<``T1hog?8KP07|;ktiVbiu5WTgsisppBNLY3 zM}#5Bv!e)E6COdip{^to<+LG)01zR$0`pqOTuzG@pwe474v=%lbox}>qS z=es^w$)`B0awn1_I~Ca_P_WFz)8qxIavYEOn^u->v_`aHk7Y^zH1XY=%_7pEE5~W@ zipEDs`P|6gy@yG-AmXxeB|F!PCOu4!`I`lJ&4_`D#SzBghm(xe>9hC{bNE_%yhWyA zxPYl)HUyI^8+iG%7?|3!Z3=I%VLCkWEn(cCAsxdeFPe%ahglrd@!5*vEN>q< z<8Hr&B;;rO`nrlS!fQE9+0NzIitf}v-SAx=5k|EoSuVVZobc2zJ{zqf`K&}VWUR7S zrrTA(uS4n9zey)w{wli3#dQYzOP>qUm3wO~%6evM_kvUB7pD@n(>?D8>9`(CVeX_K zZ<0>V8j}7wDK9uGHHGhXaxNi{F}wCI?l=OzmQ4?ugzI*W_hu_?nh`~lfLGqlHSZ;E zFqBL+XJtcGBc!_2WhBL+#H(nrWw@X-mH1Mn70fy-h58yfgc-pc9=5tT4SWSjB%f!$ z2GvTuo%*83H8*M+8m5Zhl-T*w`)=x?uE~*-f|=lS2S@pNuP5UnhyR0wR7V8RCRmH>qihj!^FUOnB$BrP5s1Q_3o3V`577JL*;tT4?E?E z@<`Z}Y;!d1J+TLHKc|`qiR;^m5+0TI{;DoN7$jIZms(NRgHM zcZ4Ou%O_G?DLYNmS+*wK4*R5EaS;}9sjp43?K}~c1Q2C}Nc^&{N;np46!zWo-x~?Z zfvs|Ctm^NW&>DP2i#*)f6e_&y7X$)f8?Ek^vR2h2yj(Hj05#~f<+TIgK~7WF32*9x zVh<vcSq~dI%qt#&)KAfuF=p*aGj5ZgCJl%d2!cOx%JhFva3)5?gtjiEjkGM{7 zZxb(UD=~ciTz3M#T;N3Y*Kl^e(MmD&4%w{7$fJy!tlIOX>5|_xASD!f=-RXYq+$cNt__dO8go; z)h@ubRcekyjg07@kjkPmFY)s!Ekv%IE53(sDIBPcvz<5o{h+E>Az_3srym{b8V6&g zFh8G{6Mlt<#A-M>PRE03aXmDO2@feDvKsCV>N=5Ty4sljiJDGc4`t7Zk9T7IOykH= z>9N%7k*iQGZ0ejilpO8-R#mN%^=zVJq;tl2A(XL0<&fS=JyxYNV@I%N2fclcQ&i#} zubqbacRhw*Y!2A>--9DZBd*FCR(eGfC)kkH5?$Qy2wtLhSNnJ>XM$6yJRDy9Mtno{ zlR}#F5Rmh~@s}hlWAbO#5(#h3vyTvJ&)>Z>We*J2hw3XEf(LgP zgV*Q`lw5f6yVdnlgjK+xXDYf%7&=(9)I`5Zjzi-a7UWU6iOuDUcM{DzdLgou2$=S@ z;5&e|E8hs60=B3IDj9~USgG-SE`De{yp-;I_FYarrwpYYTS$Xw{JVbC;XG;iG8kS( z8YMAP48ooDR~0RaTE%C?K2jaY0{;T%C_c@}7;q{xW1GDLI#X3)jSB5%_M@JbP!(&` zaxuiPXHdydv~K#eO&o9~zE>uZsV%QL3L4klUT9aIIq)q;`$+R5>@gp%@UGKRR4*hk zj8DX4(^IMM9?=(e=?kqmEr%bgM&HU(pZCsZrDLd?mX+K?;@1vS*$SfL^|(m0ic)iU zC6Kr4ISHM_yPZljgzCe4_vdzRzm0s7EombzF75_j_En+Zw-nx3QjgiAJ!QUC73~ z6(}u%c!_tFB)(zq)GQNqgre{yPAD#{wMjUr89!h9Ouff^d=Ecj<3CX8ed`C)@7^NE zS?|6ujo%j?^(HE7v>>8zvF2!BNBrqse}dVM@}0XGz1v(+1Aks5?c~prfm`uzY3vAp zp-TKh6yT)VMs=DAoWnCxd5a@6e|FAVvT(MVX$H7|q6r%kKHT+P4oz5uJJ5>qmMPjO zS?Fr+oTh>ScYU4;@aN2TGK$oZg%>Esjk7}xI|c|J=hJe&&ZtcLu3yvhsbB?}&LIpW zC5;mTsNtj6p$jMRJ5Gt%F4Tl8ZwFT&C-D&J9`;|j zJ_*FgEo4Cs*PFWt4U%m=*Gh!FM|O*ENz5L3dC~B28In5*oJX(6(wiS5zcuk0HJ^vJ z)9H4Gi{IrNsS#+OtGQjkS8(49Nlly72;AbBm`s!xjKtxjbN%1f-MXM>~3g*~xn~NgAYmswGTJ1VoGsj=|A6o1Hka>=r zA4F?&e$e39iO=wN7{7f^hzXCy$?1}@J7B1dO%DuH;k*1gYa?D4vX?WbZQPSYbud&X zG*hNkQbb!NAcqEz<@VPaT01)uXc&SsZFTO){ zcMo{)ea1(0Ur%o1lrQL-diZd9ezA=+ay(7cxK;kyhU(f33xiPMp68NX|=wl|&S zs8=rbeHYpQ&#hi8w()zDK0cK7QF+qoL7mv&^*v0}sf?R%Q$iib_Ww1F-7Q+D#NkUA zgD6*K5K@w(un2>%P5RUUPNWRJX>r}##AEr*4D#&|e3;MTcvC(4z27pIzhb>~5w z`$?)eHFPXel=o#plkgT~AMBRpgjZjo&N?m>U(m7V&kmK-X&TsPBi;vof7b=%Fp{-= ztUjkVZ2CV}4s*Y_Wg7!iXyn~A$%XN0jlHdX2;5f*-|^ddmeG+u>WE6fGMeKuT;1fb zV60KX6|N@NQ%D(Q0js=~1Kz(R*CH#DH%Uo4_7g=~0D4p=(RLi71Sf0M~28JF0j*V*lkxU*-S+ zAJUT%so~ett)ZRdb7+u|;mDu8y8`8D5~`=Zye8gDG)}O?B{@Zvh?R(TmCkw#d~lZZ z$eNDVGz(0*s5ne1sOvrDlNMA(JP4{X{atVEl}`EcXY{~2 z5w%#?iAbMUjVYhAEQA<(jI6IoVV1)j1f3(7rndXZ~pEckpfqF^3l!w)uFPl&_e&LvLsk_ zGiR$c{3P7J*XTg=$s2{b)g1;0TF*6~^{ypxSBtK?nbD~B=#GrwKQ)^>=M2BKem+rG zIX_&wFtRhzAjsdXL8y+KSwC}y0K?hkGP`Phu8N;~4Tw0v?youw48Cg={b4qy&Mi1> z^RdkCt4|N2i$cn^%E-ie9PRKyWFZ&AjcwpFo=RS|if{wxtatZuN3AihKP$RgaiqR( zL1^LkJd40Wt#5lJDj8zSM@hsH#U$Y5i=%EyJjprE-7FPan5w3CDo8kdI5G$(d4OYl zQ4biYBe+pK&6JHRZ>ybUj^FPt7ZH&0J?>Z$9NRHWyF+5B#%u80qx5w@!;{xTOyUlJ zeUuzCPJ>f?h+7O6i5HRKi=J!JU1oexIO2`*etJD0_xc$+YqvT*-qkdQI2Qp2V_r>d zyEvDTFvtL$KKWpQQn99)S}xu!xQC86MAP}O_uJb(Qenw{bKHtzw_={p9*){nwCWEC z?%9YXgO7-X@oLY?-L*+59;aH$m#5^-t7_@f3L(Jr?vk&0$KKWMQno2pRb^`ta8jv0 zfGI!k(PoATcrs)sP5`a6qbR-QNVtA|A;Uuz@iZZX@E)NswBtVWv4L~EIu3bHjffdn zddor_K>9B!Qzm>ZJ6Py#dNw5wz9Vvu+g)=QO1HM1YAL8ZT-DP@)V!tS)6yXEMFGl0 z_8~8y=oWj4+-;#goKmFlZp$gAd#!wAN1euJi|QyRd0y+-746r3DE|DpydO7T5t7K8 z?@QcIe1#1kGe>Xxd=^K9L-W1Edow}7z#hKZmrqs0lhgUuvOT-fh4LxizC>{TwY;4= zf^SU4WHWtyvPQvF!cp*SG+0rVWFk~7nLQPi)2OK*^Pc=O6R;EVlF34 zNzTifbJ?4!zmJr~tbGAoqG3%^m(Q-H-{fm0gwJ>7t3o#5MEDab>6PO^`R-nHqGCIzhY*tjh|uAGCduOZ5=F&O>ehL_#9?P} zB^9ddVR@EM1cD{@-n%2a2fnD|WVlO$>~@?>1+9;obvn#xm0msCf=isW~zM0P7(P1epd9B&@4alRZ)hpV{0T&)pB}}QmtWnp$}Pd zl2LH&QN6L?q{(qwp7eCILI}VYDAvGJ8-)JV~1;_Ps@g~)q^Wi*w9uU@HC?Rh$BgXboaP!8w z-?*zhuF+t^h@u43^zxo7(`f~Lle=1H7z;B6KEY}EnR;DxljSg->V^20Nql?{zCY-& z&9z0|-P}j~9AYnbpPu=vy(n>EMxvT;|XFG-rj(Eki3p?F9P}Bs~6)XN^ zD2~J{VkePPOiD*koC$}(MiRjl{616~Z90$go=SS%c95wxizR~fvE3a$?`k}G^Q9gg zZiHJu2at7j@e83GE9_?AYdU3;YJE-?6>*fUFY=z0vE?X-G+B?$b-ne3SctU6IQZ`; zUGo-s^)13h$nS-HeDQmp4IeSB*@ETr>*cR#$~+|P@@CM=IblNek$tS-P$-0n27zJ8 z>-na>Xs_WsdOtg9yNegHd$v?voM5Gcp`1c9Z+|G0O8YEU!pht1)CYuNPEgHz?ow%! zBYW5SH)}gMHSHe$p4TmJ2mZhjrrvk5ZLL5Su2M}^-SFAvILN<#QG?v6j!vAS@E$Ma zenhS0^wg+dRx0FoqLRs>c|JaqQd}-BJXFF}Cz1X)_}vnEjB`Hm)qs;PX;PXy5>jyw zH~6({9T0`&?IcVD%e^jy<-Ugxk+#!I4O`nArbJvH{!k>Qa-36(%6*0?f4-GCTzA8M z(M)z3@O!>D2imr4V1Wr^clE>bxkcQmkSMB=#^huE@*^i$cBIiR;}fAMrs{Mr^RzLx7`oHw6zw4$)5|Qgf9t3aMZMBaljIS1SMkC(2GZg1H4JQO!3JN zQMJUY__29i5R2vQ@JYD$7Fiu{z(W=F+mVH9kJKE7`oOI7oX_{7_%a9*cNC25ydCtg zT5LW9vEMk@6tQP~HJ#7#%cXPl{?HSe8SrhM&$Tf{yGOK_q1Jbe!kiie={{%PD7ead zK?K#1Xw*xczT5otL(1K8Rxz`tP_GJWL;Y)N$YSJ6sPUqGzS9hw!cN*rEDtJ7QUae$2`5ucvfhQGOeT0=ylFQ<&+KMlTsdkYH=E^208W4RU~|_avXRK>Mnk_Ed-m*_qsllFLHe~sl=y(iZdS`6`|6}vCP!>Kmu zy!xEVfp6mk$M4O;o1~*^VcSgC;tTG|{cO>?m)9^e zws}{tHI_Sl)4^O_kx05bZ{~i3>J6p|822QfiC|=Rq0)6izxr?t&A@9aHh`0~w%eR_ z2Zi3C)!gXTs_QR{YL?1~MSqVeyE1%sQc+N?EDPlrr$cr*7*VMB45|tujBMII0Xa|#Y92x4ZqMwvYSnSX&I+<`(&f?NSla0oE}vDTf)C1 z$GLAPgh5L*Gv+w==#(n0`0uj3ut572*>y6uqqLj_KE4_q#^_tte5~tWD64`OLV-tK z-w=3+tq!%ewjQ4GmQBTNGhDG3tCNg%zn4P(!#>?W2DLssctmlQz7#3}k46mE6v~G) z$EO$DX~5owix0qC^F~UfyX7R5x}%Gh7P{WwQ{4yucHoe5X)A4?=({D(i&O-Jb<_BL z&thpNHGB79o!G+HR*5S;WrMIt;w8eQD#_ehBfyBo*GRR}w0`pPP53n86SM6gbrxQ} zqX;;`Uzc#k^(~65$m)M(=Izsu=sQ34iX0C!^&<4K&&#YJ1o5Z+zMpb|j1NE_U9| zxaU%9j=0wOCbM@{hR3GaddvGk#n>!l*zRvK?}}CRjw6$w8*zepPU};AmHU*;(A*;D_4$Fk$qa8=N3_OUEj)R;h-Sy zdvg3z;tV1qcUDwj1>U9H#l~}w#vV9(y0RDH(Bx}@b8Hn0gQ2}S6Gk&5IoeLpr3>#z zF`6UFg>v$GYFmg^Ey*TMzr_-xd8TczduRsHtuC(+Iz|6Qv!08t@A{yZXaXY(0ep{n zSA_8q%$-*wWA2k%{7iZIHKDBPu1cu98wpZr3s;E9AmW8FlXcJB>l9+lndxI}uVc~p zX8jljocB61pl8h3Mh1HD%lJL*<_-%EI+c?6Cyza%oTV0jw_9{RiUulg{H+`xUFhlb z<}}5CuD?#*GPg!;A?vQ|yBu2H2*rMR`=rauH0>1>YsT*a9DY-@_IT=vknS(DiF-a6 z8V?)cbcpQy)fuYR3V7F*-@_Iq+?O=yt*@3itpl-MX-z3R@qQdsq(o=tq(KGFfd!+- zJ^t4l9zCyWr%N43zMk$F=UPt$Vgi;?D+iX=_cwg`#6NYv<}cJj1Kr9!sb6>c4@9V;d4Oz2_W5MzUPEG9!Qo zT;_8DufLQxSz=dGxV7%?<)PXTJu2Hb<>@W)Ykb$&qpw6 z67zCV!M^sM4=)OBl4QKw;K+NVw4z0|69g;s4S&C!60%Z|^PG2m|Bged9KbEdhkT}o zS=6${UwG>hsKJXzWVAi}uJw2)gq(Ly!k{F(O|0hc?`sc{^lVOuq;1 z*2%lC*Bu*9S8Oxa3ctIqE9AeLAKOy7_lRn{?!A)eLJbar86RW9cL{Bm@=}H~6E7pA zLAr`-AKJw1caP+atno2U(Zg|m1TUo zKTv%(l4jBQeP}H>!S^g!WaHGNEz6aI(i>D_3KlgzIq}4oi>ooH(aTXNZHv-^R^AaS z4VAWI1HC8O$*ZpkY67A{Dk0w{Pf_Bp49v< z!=n3hkV|A_iQf;WWpzAS2Z`eugs(foMJ;41wPL`L6fMjg-Ybwb?f0@D~}AZ1R)wY$4he> zIootg{Dj`tluprEIdAZXxKi;BAx~u`_9)gwD)zN@dX9gF6s$~LgiEsjv0QM$SF=7_ zGNe$zj-dHzwM95WIEHky3ZH1ZjE^tb2S^lq=P&x-Wax`2l2r4V?GMHK5siiP z$8WrGxO9i?Ss%wR2Jjj70hW2Pc}DXH$F7+RRy7%7V470rib#-fm`A#AcyoK^Ap0?I zqr{1dXm`%i5i)Wu+~X(0|Bmsr&>;yr5bW~`jps5v2@r?ip}HCs>s$$R;w zi=^l%pS}`MvzOyhP$^a{*PqoMUQ5eYYkDVeN{*ESg>_-e(z=N&B+5$Y-} zx~8_?OS$`myt0xu`*u!4gYx10OUnA5KikL{u5p7s86M$U{e?lPvcdXZZH?G!7=o*> z>>d&{Uz-bbbh&iOGHC+N_r83GC@Oq#Q6*9(@gbg1p7jw=d#`D>El#MSt++_tBf*i4 z^QrKB#CKly2-Qd7XN#0n1OqjS%Y?H_M8yK%No?)l_xANgrTBr?E`OJ;tht(V_ILbDQh+$(}=a&!k9*&4OR9h=m=gK7Cp1KT{j&3tV=M}wLXQ5I6P zyUZTr)#_a#o%R(cMn&Pe?cmwk6!;HYNcI5qeCARkJ6OlJg10xHp}?NB}ua^iliqu75b z=3jcwaVfgUPiZ^1HwQ)0)Oe#X zBEylnNgDNu^kKp6%N+jmo$tX?UySS6HNa2e2*~s(VWtq}8xL>FH&SraMO6ycQTh;H z^Y^XsMo*^8*mjx??}5TcxHE_@TS`S)EuTyTQT+~=imLsBQakz?b$Q)G@79h9J@3Z& zx`z^L#a&_d>C^2fpwuF}7pKe4=GSm&0AoO$zxGH$%P?OzwW?m0+_2uho!vlFUgPsA zRLLaX?jBeoqaNCpZ#_Jgj^byfzTq^N4eB_o`#n{~LA~v_9;M_g*OGOvN?19DDX*R8 z(1&{^hfk(~qA&0s)#>gjn>j(%NELO{F)o#-uk$tQaoNV%QJ<#PE%LDC zu&fU8sf2xR^DOKWOc~-n2>Dm>2USZY3l9lT@vg2vGlS}YGuWt2k2nSG??PR{j0nxb z>wnzAkNDb>}R6$5J|;2zE3{x zU3Js-O7}qMUp}t1MIzaTYg}AOX}@%NkHYW1-n5C<)z_=gSqmJ$lg>^Bf}4*qR5@Tq z(`y-`=y-Sw+6NJ!os-Yos9XP)*p+PG_}kc{u3>%Nyx~38YY{iwdCP$dzPaY_J@G5~ zTzB(WihfldrM_iy&umpapSX>W9M64Sr)3t=3dK|5;|w!9-NiQYwcO(*1DjOY{JJSU z{T5Wu#q1D6TDo0floVgCM4r@?e#Ut+XP(Xki_V_TkiC!U-lsCp{nG35mnA|gu{s?| z4*LR*KgE}Z*rwq= z-Vg7)h4u5Ty};D|7Z%G z@XsLjy z$5xdM3ifZfHW<~{aG~PIx!a!Wj`6Gc;~xr@`XhwH-h1Papjy}))K;GC2631YFCD^d zuPHd%hD1crW4d3R-y(RgwiH&9JBTN`V}1TJyPpH`;41SAx7lawo`7R-!>Ovpn#sa3 z8Jj$c*I1hGSMifNPta#Y;4=!sNGNZ4JPZujW<4s133vYLytm^ML~?j-Y@!V@H09!THCX3Ix>ZU(61r0gDN`Dh4=|RbNB8h&6k#|n-N!V!&+mOx z&Uj+^U8}0RNrtCHW*gCtbG{!wmC&HA>AZJUC?!m;l&{zP*@7b}c7wiMO)haU=FsJ; zBVV~fO_3(0%In;knuJG3B=wUk;BSpU&x%`agJ{lKdTJl_ZCiX!U&8kWRHKISONEyZ zbvq%WbF_EN91WRT$*1`9Bs8t=7AAtcvN@V-DF*X9J8~PZpL+~fbJ2}Fqd+55N9dUE zndT}!+1HMW5}_BcwST9mm)AF1g8@@DGz{NQLCgyB5S*{%3~;bJA*jH37_cuK%@T*#ug&TUbCtMY^ z^Z1m`^oy+|p^n{sXZZd!FOogxZgcjRhfY;}ooPAlc508Zl*g;Dp(I0}?B>Y16Q0z1 zUSlbOu$Tu$8xP$hlkiDD&DM9Xg_$cMVu9#K@_f2cFK7uB8|HwWOj$=26?DzFVxaFnG7PDzD}0nrLP z`LwN=SwV#FZ_X+iwh@rV2e@+8h+SZY!$__e_^fK;T|$Xr;Dn!sYEKCdmEw#=@FIr4ILS|5+3-dqFyNBL7HlJ`;ai_d zES5x`qG~?y`OQejPy&5Ryo7?2_C^W~j9=?~`4R*DX1rhUD(+mBaIO$G6kN7Wf)mN> zCx3Pmz~7GLhniZz;nh%jUzuS|2Z4^LN9CuiArT=QBO?;+$hgdIV7GSe_#~-g8lSq0 z1ba5wrP==8uH_)sD8F8^J(_7A&Vi;cA66dxSj@QS>cfW=SM)7%E@c0A!&~<9uQT3L z@ui!c;iKa77{}rH#iXH2y0bmS`>ydNPjTchD-smjxoyL_ZNi60McA~?h@D{*HabqD zxQp={*}9;)7{P@O1!%&R0w;5fb$d>P7l{ssZ!gZ&eMIe(-@~!^pKwCtk$*Rv4UsMB zpKd{xyYof`uJF-yg@!kzOecU*RCzD-Ht*3(h|djtDX(R#TEWiwt;Fyk5+z@31VaV* zeSM#q5~NnK9v*yIQ=ADcdtZGwSCdeolY`_i+L7D05G&4Km1cyK4ZeOx4j!p0XTHy= z=`dcD!yj(F?gMcjab<2Nyh!)!;UhFJz{gh}eh2ttmKr;s3eI?EIpD zYGH!EP}?R7^nFg@U9~yo55qE6Jw;i^E(x`!raOt(UB(A~&-)$O^<@sfa4DgTogz?q z%LB&;YeE$W+iK#at#j<$wq}`14H$gz-QW9o>G`vBg#S#Q%sO)HO52I_^x-7tt(Z}B zu=`pPrM%YTo3?+>be>*(cT35~p%PjW$4hS-gAKn+&M)`Rl@esAAQ*2|r?ljH?iHsz z{M#0K`ZCWSagk7ql-!PQ-I5$x(+SeoGIb`t)WWKWd~pG$<`+08(9c!j#A)y$m$+iu z&=x0r5 zH+#9;W_VXuC>G_f5=;M_xJp>*^-gwM(8pl^$eqCu*`F)j*)NN#SNzc~+eOTS2^MfjF-oRwlItGsZ3%-<~( zc2$?ed}HP~xuZEX`ydGr?PpN>g%*f@swECpkX@VWINxfcH>;9f-EEr{tkiz&W0~_o zN@U{4!RPqu9ApNUV>Z?gd^sa=k~=K`(_Q>1SY%IPpZ`p989c^iSv^oW$1CwdHD)ZI zyYKlUA`(;-!oeHHwB>M?wNjb>RjOYXA)in=Lm}^)wy!f89s9#j%) zj_Pq3Set6+91dc(D%cvj@4eZ-CcX9szLsR5R(seCVw&%DY(2cXFfBOCX3jo;`o$=b zI%xm*PgUPmZx69L<6-Xbnqnln)p~^f1*%*cJD^iADyVylsaKfCiO?VSkOtzGAnVi(S!TscH*=V z;X_wj%=%Tnp8aeDz!)cv%XwC|-zwbtXCbNjes@P!Qdq|CLMF`~c_;@OEUUcnlYLZT z@pL4Yv;PUBgHzHd8#)iKGCi2)9*rkFH%y92TEqjuvP_67OuqCoC{d-~3rJ zpLg^Fg{99jF}v;+xyHn(PqyzR(%MH0;j!%hu8$G~_w_}cwzBb*aY21?6EE(;Snhh7#I|WK107CT|iBRZUYri&$EG zqD=wg__As*d6DIKkJ>E4?b}%mTiK)2+9KzrL{qSP)-c5@Q|zl6cyHE#m*Zq6PLw!C zLuI#j@uu66f0qq?&4)KJQVelujq_j)SqJM%M=f{@`*AC_=p4`9s-Z5^1R)A`MX4bbc>@(fpCWLLDtLC z;@MnH^SMSTp?OO==V~k4-z$K)Ha53Ag$0e5Aoi7b`1c<7TC>#^?!?Ml4!_-nDiJkQ zs7EMt2)`D-%;=ytZQ0NL=65h^4D8PR;1-EdFez6jYV9TmC8t5BRHC?`a1%s1s(0yR z05lteVt{9x>ex5rk_r~%kxGR6&@D0E?NY|Igk!oSon19U+6mQM;0mS2F14hrrgh&5 zO^u+a41N^dPwojqk514Q!{UM8?Ot!Ov20%iQv@#C)=0jlN)5ad5AULPZF1T>eBUIg z%Ex^VBf`R7YJuxC5Wejt7f#SJ@QS{lagJ*)mf&RtrFCl*+lkhWw zwlQ!Oc>;eKNfF%T99B0YheP^O=;VMyKN{UDtRl6bCV#2j7vSe8Ue{38+)gTKL3+Zj z48A^(9v{CnOX(#@sRLHP!MI-AgH=YNAMK%r6L_JHK%I}_J*`m_(^N)6`)Yd7z>Aby z1CL!qD)mEo>iX5BI0{^4m2HY)IG#1s>q*WO9*QD~52^4(Kjs?=yyh?=66?mNrAFxo zmi@#BspJ9A=}@}h1&Ln#?D1t899CXWajkFkNYSkLRie=`_24)Zt8pdPCw^8=T5%e3 zz{O+7c*!}qXPx{D^pYZ*E#&LPKqTDk&cd%%I6TL9MgQ7k27AsvXg!SEKS?)`=EXzt zl?+j#gO|BHW#FAcFyS5fxx{Nwr#A8zi`iJvk-wi-iS~;O#$|ku7mt37@C(%N4twRS_i>{1&Mdh9y_0NzCm$9DCGwb1*}A%b#UUm3*wCkdbG()Sm6h_sm(QmM@2c@=DHf{d`*p zyn5vmG92sS>*TI;C)wXEMFLw4UGZz|SlN;(~04Y-1pjud#NXb7LGc8hr%-+cJU{fIQFlKn4YNr7`Q9P{B6Ie9r8 z8(*lgH)R8=JtVB5F^WMqv!R|0fxJcw;mTOkr1p3+S z@;l*ELNr=zUx*qu$(*m|NrO+sle};x3=e-$81vdA?)JUM^2^0#ySLB!`*LjWRHgRo z)=EFmmX$0zRL{nH$R`*tJAXGzTfxhaTnYV8F~0@gU>tNmv$=joGUuw%7e2NNbA_*# zA1^o3oPM&R^Psz%ddc>+h@M*g^tWiGXMWs0oPpmDZZ=hj?1hIH+43pFB}|?Yx`x8X z8xHAP;mHM$)b_xKlNW^V+?z=Zk836J=Vx>um?Q^#k746l$43sVuHLh;M7D~t!67*~ z509dTSZ$6^fmhg5HT(m+l;L~JVqXOBp+j%H@9r(b)jR^%F8QjC882&Wmbg>(T@}~I zgEy|E(TU`OAAXOGhwtoWKrdr>6TE)7qT6~?J5*Q%-|x)}|05)uzj{Y*a|*$)_d>1# z)BTyl{xNc5dJjr_4d#3E4vX&y^PklCl6b>!=I-y=`v%$IkZFmJ_fSZil;MX;j~iO) z6g+?Kzc}9>9NGyFX9Vv#FwS%vNPT2=Sl~5RancP6Zo1#nI}Dexig7!S+(?e!mtQ47etW2yC0Evz(L`c=et(>i2mO52cZg=pSA9 zlEZ{@G2hj_i`Hzvg3mH=5=?)%3c5Wz{y53FAH{dIB~ewwT~$dmCz0E>GTv88l#F*r zU(hnYf4n?QifVEi(A$isy3=IpD#3MnYk{ccyl#qE`=k457CyAeAxiM^ywj5~gS8Z$WG3AJZ77TR?3kYGvS>dhW=9#z%76J^u2 zw2k~6;CR~8yLaQ&eua7Li{5i{?eMa*8{!haIo|UosPw__H``a@%iO2vnGfaq&<`Ks$@Zx8 z`H*ZBm;c%atF0`imN#GNqR;FH+Oux_ZgAeEkzoGLgJ)jbD{_B-@RlpBIms5duKa8X zD9r4gH|O<@rd-KcYZ$?wacA`dbD57p-XqJ=Jao>9F2=9k_36|Ia6)5=&py`=$2}9> z&-#W_NWA$x%+CCK^Mz&lsptQ!T`<|5;UrC&>;SbN- z`MpT@vL9aMxokuhhI2%uW_>oEYIN+;gO_ z>@*6L#ItP*!#~jTXultqnH^~Zhb>k&>P4Jq|MU0_0 z9ED8%!8Ot}6R*9?j3ty_)_ib8SmGL3X5w|!a95+r*_{D|0Q!9@Iqn8ESmyQ+9?U+% zYke=BL<;*5%KiP?9^O*I{=pSi17GAi8sBv*#b5oGyo*37Rrl~b3`C`W?PI%MDhc>r zKShZ|O+r^Yf*n<~5+kRrulc%%jZA0U$geVSmYb*HGZ8H~;+BLH%FZNY6xL5)`Oe$S zyS6g$CB-0onJPv2R9G!0Vejmxf1l?7_N+Je*Sd|XHf6Vtun6udunxGjU-K3>ZH>nC z3etNgS=vWdb6G@HcqVX?Ic9xR*@lEc0^j3}9v+do@=M7B7v--nuC}CZf4|?Y?emI) z(c3;;f(WyYVZ7z`0^Z}S8QNG^PCeR}x~(1&o5%T&PJ8&B)z3*rckm%bM&aAKTgL0j z*<5CjElSH*bt?VW5Rd~tmO-Q&Qn@pZOR9ZscYimp z*0LKEcaMj8-_`ixhk}{JPYwsoN?*5844kihi8B1=-0b{avRy}fDkPbo#NnE5=iy;b zm55T#{N3*Gyd>Gb_|QcFS_t$MV!q94$E+j zG1}`Qz*l?e5#`&ZxT0+1J0ubVmnK#We>-9zE%i@Tf{mzFw^><~%deyf`XPSWjpLkK z{fDm~-gEKSYGDEJ7TT=sC{=1Dj!cN37j2r7{SaK4!}vJ$wZFIHyOf{iL7s4T|#hmCDnU(PrW>@bPVb%~S}r_V7~_x)kA)jSk_ywyT!i zsYs}%QzGHlO;Tb$Y-y3q7r0ZS0&h8Z3&A%;)2BTnFsN+v;)2)nd4>_X84q4-uf)x& zC_Hp3TF``hFG6W#ioJpEdA{uDa1z8iAW^`Jeut(_PrQ8n;ceHq_{_&AG4&#KIkE## zBg+2CO7iTilib7LbK9grZ0mKuh#TiiN!=#lQ`BCavr9hAz$dD6?uQ(|A084l;T32z zhlBs2EVnPNbO1-mWGce~Z(>`oz4X6y(hQE!heu^=7ZZP9`4*8Kv(<4w(_AE|sn788 zDfK;jzxJ>;aejz)3{vuX)wozZcyh^Ub!Jb`iYh--AokmI=SN;p`kaLz@IR ztY@~rmecV}UeqPwYF~23$mtk4!*v~by%^0$60q@tc7gkE+pM_Y*Y5W23a`(bN%-gd zd9GaEOD_Kry-&2(>cdM!jmd;v&RYa`(!20&6%R?Zf2s=8ENquj2tNuzbjh?WAHkF& ze8p$aD(Pe@QbvnwDg94h6(rVvy59*5f;-`FPFvtm^sM=s@9;QK3YKN0h_91N7MsF7 z44fMV4y*ZyX~3HJwI`!4+c&Qq@E-9u9{2ZDL_EKk%|oGnHYX0_j~w-HpPZ2w@BMos zu)Ke`3VHNcd+Z-xFrN5&P*^HC%wVupb1EIs#@2;O~6o84d46?P8^!^;T?i2`tPT^Qo2aAM1=*kAL+s_;-cyv zCI;d6!*`@7X$`t8swmQ;>sS{ZkZWLz*{IwP6fa-m=-2zXy6ZGbgv*C_ivrjD!y^LB z8o6(|<{C<44PT&$=`{AYdX~m%b+V3e+ z4B>UZ;V(jyek(OIc7-=NSeYHlQgU|CCh_cZqKzEqT}P340e(#0B)p!Uvw82oInKdV zA#&%CjVbxNgPfBXKeX)gwMSL)B<|u{;RJy_4_Pf)6zUWEBPRze0XcpyK<ZBky>?H|R9_j(IK z&iEENB-+DQi{zydq3XbKh;&8CI^`Z;@fLssLhfRjK!KC(VLB{eg>*?tAgd)h31qY-xshZ@p`0_o{)4uMWm3ujcp^eDfWM)bAhO ze2U(4%>t0Zi&S^i|GV0W$m%VJQgahPg?S&=Yq9g+Rcgl|O7tW*#NxsG?kh%D76T^; zX}c85@7KN*f9#YPdWVPpD(}hTnZ6>$it`4+jNU_>cq_MYaB^w30cqV-hMYt)njrtXKF3?;k2 zU2Y%5L^N#b!;2;6=)kKpnuU+;caFt9vVSQRs(Xr3y;C>%2BnZh^VuAJ79Q+L!k5Kg zg@;0%X6MV#K|w_5X4U_f33vsCtmb8mIa+cSs6^js4EEpXF&Dg*w)>fkoQ1JMu#}Bm z_1xM1jPN>8E)Q|t!)2*biGY@C&EYqk3La0Jt^xtScfd6hw_81M``{bNT{#>=;Mzl! zNoGP6aA^A7zK-8gtME8^g=1>u<6a|vCf?D*PMj?;hJWvxu7D`;j-0os?tX8VCiwQY zAb34^yxE`CLYUw!3NpL0)m@ucsOsp|R!U6?7GQ+EKf}Z1$HIFCh&WhE;)urZ5}6&{ zY!aW-_ZsRu=X!9B1a9~}Px^&o$U+EuB#$9rG6xApcWVR2G7_g^eRCtL~= z8s$#Y5n`Yri?vg+Tg{aWUTfasaEG;rL*ZVH&-Ckp*Syg~4C2#Sml=86yYwJU-&!Pw zb9}?7)SKlj;}rBAxZ8gYEJsvJ95639miCYd? zxC;K_cguRy2~+Hf@l(&T@^#&Nc196Ux1Ko<#D8W)Bd^hU-s`18z~}Zg;4&J)Rd}hO zpZS5NILAp&M)P8ZlRC$V8!ukhg8wI`rznywIy1Gmu3I+FI}bJ?-E^nhcRQAavhkMT8y3Z%_j%3Leg@L7gx>)-fYFf%AQlh zt8dYLo9T@xoQ=~5%57l5CU6Mu!?D}@GDBDqZENu=CNBHs)Kn6xNVGP% zGJ77|(vufAQ4iYlr_;}X{Hs5_$^7K8h$S(eYaI|)9k~+7kUYlk z`8j+N+=U(&$H3d?ufGfjE`-krdiAY4p*B0H?ZA=kU>W z{>yI2Yxeh3>KA2N(LSgQxzEoL`8nVdbr}C{IiYPlZ_whKk$Dw( zD9H3JlHHy7=v!WSao(FZz7042u>&AvW#SV1CR5?BG&72Qz%_HdDJ{R{tj z)HwpT+C=|G^Zi9ht?;!(RzdH_xq`xrw`#gC>&=eHbNop_3347@#lpj<)$5!5`bo6- z_RcMRWNUN{)0pC|gw21|Gdf`|x!LUy@8w8Ra@bQ?e_J8lg7u^X&-EQ!ejfY~iy=v8^l8wO7Jpa=Un(lJ!ttHM*v4wT3H}*|6TjxEj%?{lz-pDYlgib zGEDSdfXG&)_YsPb#*1pSo36j*%>kFd4EU|X+&kz>`t}rn~^8;O8juOUndB~XR z6UV#S-w%0s*(4RB@Y%wbPd_1>7H~~#si2*jqvZJ0hx|e26@+5o=)AS{i_Cr(jTyzT=N%U0H_Mttq{R|V38u)36Vzpl?YtWVYE|St7J`}4S zoYPjD0w3^5NB4++Wj6zNotMZk3x43cl^jl7u7K}L4)GCExO!yw2uCm3ud2(AGv1ce zJk^aprNn2{L-!yLUJoA`-q**R{WR)tC%rqdpMqWi1Wz9qHMYwo@ z4D_3gqn;<>Sdqg9AC>SWk~4K)%a=b|U|(DLqqUxgxA&EQv*r{RWq-K$dwYoH;yxSA zV=tqB58rmI3jYJIFbDWm2XBOPb_a*VJ#X`fSs^49Z_q`6Ldi28M!z$&mpxQB&NDd#h&u-p|;i4zuD{7(mRTJz8o?p#W+La~_1!>880n|z1xJ&E82c{`K$faCG;c8Rua&weOA%N12dd6UT_vcL!WaJ$azpNc0N>yR-d ze5W{4+Vxm-wTBm3**ch4`*N1+k(z}lk{WamiE}xQ$6f2snksk8vYo^JQ})C6v=h9d zB^~2Y?ys^ZA%qdrWVUY(&=Pa7D?shp8?!j;_$EVYaXDU^aEG65`~?<(xS+hA>Q^63@WHQdx!@k0>LGFEVWHJfQB?aWolAF<+p%I# z+NE)q?sBqw=n+1@kMceq#cApa8|2$)tY`b7ME;0YyrY(Pf8+#&T924YPEJ*y(S2Rn z%e4gKS_~ItjoLTx`zb{E6>%^;0*Tj8H&Hn5T0L(P2+=x>3zv%bORg_RKP&FIIlOG* z-1WB!C*ykUsgQ~)9ag!Gd(61m%>~t~U6{h#X?`hpAF`RscDVaExwu>F4`0W&JxNC6 z;pcSUO)xc2c2Az;*rwK7{0TuZP#*)N+)?t1-|X~ zp}er9t$t0oV)M8Wmnq)4=KZGL&%*1S2d62)fbUCFd=zR?jJuP#iox9d{91qQr#@O( z>`I$6pO%z5-&kbVWKXWNs>`XXOn&$D;Uq84X zdQL;jt2YF0L1ND|+|PU@juFsf!4iA4&_dJ%kC~*+~=swXadugiFH& zC4vzX2wqC)_loIMTkVQrjA)rCW+H1>V_fMv#2M=$?~sO~AZF!S3$+1Nb`j)Lrwc zzBNMH%xbw!*~F}h6PeeXJc!plek0ooNUmfrtvx5qkm$JKiU^5Y_witgY$Ie%wsX&^ zyj#l`Z1}KHwqNsJd}k(|yXCq;Z+>~JILxW3n(nExvYoaf>26~yYkzyH|@Lw)6#-Wcyezh=Vs^zk>V?6dvw{=Icm z{N-cNi!)Tb#cPF*o0V_Ile-v7W^zKGKLPa`HGzaTj;q&%jGdCMl@7UVBRO zgLnN<#hyNdFPptq=!#lG#pyY~jS}_g#F4s7J}mUwHOTY7TGMMoyh!SL>V2J_bB`H+e2XM6 zC4Uv(PrD|%@~09f0`fM(r0=wf6r@{$C5gfX@1>DE&NQe6M?VV zMhuf0nXvo8sUt{!Ulbw|A3=G8*a*bT-T0Zy7r;*D%1Ibfl9?;brl;_d(LZhm;Sav} zwdth(iA)lwRd#=k+-`>p^|f(3K8iPdJ|24PVu6$GzPw^?Af5RnMYFV=U>SsuubnD3>o>}0fK?Ie=Y zzx++u!fbAI93$=FqbB}Y&qes0)#>x(zdV@hT1bE3d>lDtP2_j#hN{n+-IE4ZbBdjf zDI8)Zf3#l@dIfMwE3HdTF3HR(uGG1E6WQCoV&NHVy6d37g+pQ4a*+>3pV>WvIQViT z0|vET;-MrE!<^?$F``;Nnwh@XTS7wBqrY3^_`z&I(-}l9$RUJx>66SN+54GjdDj67 z2qP$ikT9&=nSj$qI7z{qNmO*uh7bn${^F87$oH5&Ai$?(p;2OJHJh)mrS;v`C^`0f zEN_1d6H2KEx0*yU-wCxM;W(&T$olPLrzbduTRapd<;d=dd@2I9d6%JeT`eY@5~~Co z5+Csa#JA8Ljs%BWVR-5@$O?YHJfC{7A-?|aIy=%mlH%ZblTY4)57o9MLhAP9+D7dE zBU(3%H`a?^`HNZ6Ub)`!y&*}H{j^$I%MW6VmA}gY{^d*TL1hfiLf+j%al`IJ1SP*2 zggv4LvSBWKr1!KF*N^AjqG+xowZJ1COYI?}JAN-G#Id6Ns9#d99iIeei*Ye+lo6^T zYK{VMNVY9Vqw;4-m?`04+Qq#5!l6Wu*Nel{Uj${Kb@;VV3B}^sS>u}2Jy`C3O z<jlP+8~aa{%2N?+T*s8D2L`nZLrNWCYXQl#xja;H3=H z&fWWimn+fNDU%m9hco=76oH=7a!*_5HQ&ke(pCN#mwWINJSh|qieoQvO43@$5pzMy zQT`kj-MP#{c{jcf5T?x0pi|YNXdX}A8zsResbEpb6opu7j;3pdaZa9MOG%E^S8~)e zbBf{iS-F4zW|B2;IYl_W#`l`f&*g5CD$Jj~yMvODd9g(fAGg12#dCJQ{*j~UBn;QE zv+K6EUowZ~Z7i+&3V#&Dm6$D>6s2Y_4X3p4v<_HFH*dC@e0*#x#%t@!NI|&feu!T# z4zx=%dOlCEyH<%ADkDUM0ub9iJg%&^HmbLkiQ3Px7&|p#JK=q*2^g{P+->0OZfS2^ zJ9(WP&sJrkubpe|91l{bCGtW?|8jv)w;9@RU7PsGr-gri=AC?wp2MGbz_KiKwAcNB zNWE*AHJl4>Uq#LxcZWH4_CF9NHD7btb_s#s6Q*alsiiTdAgeqRQ#JP6_6%j4d-}#z zA}(xvHQm;kwlbZoauj?$E8T!|zHwq*tFDp+=Qi_aNp^Ko1B>O$VK%I^6>3>)daEbK zD$y7PHV956UMQvx36qT*D1Q~QIxmvdT`;HiFqqVk?Ok*F#v+oRnIUnQyz6V<#6&Yy zczL`?hGczCrhJrqERmZ^b52>RQ6U7344{m?=FJHpT8C!BKh$<%z!GF)xqT?iN+9Shh6RNgc3Z%L1xkG9ZdfYGjx%*fq;K5(+g-`y( zE~eLPJXe2sNe-C~p3k+p{A`VLQ2~?vELg?kvPX5^m-7QXI-8){PiH0{SvM=sh`oaU zL3rQOJa@a~U9!vbkm+R9(JbS`77eB*oR`3MvSR~hU`rhK{MbTL8y}h3IR_;WFX8IO|)y!GD`)apMdY}Q! z$Ewg`ja=Du27kUwu8l zUBrWX;&|N61TcCUFfF81s)jRRG|b_^f{-WZ-obnj?O|byqVRh)^djVZ97*MT*IH{i z9x2>*_1|@d86upot|BGOTgYTj{^;0ArU9+f z%pau|dc^s8ZyWil2(?N;P#(xy(z^#M zfXVFIQ6hBLL7oO^V#$<_?sqFWOe7azcO?XdQ|SQu4U1#5iTa$JhT&AJNj=Z_-n3CoZAy!4 zeLooIxJ?f{o^KkEdT?C}zT=&51$M*FB#gu43E%{XTMQF<&Hjc%sJ~f0{n>lcJLC3ZtDC#lSoS# zDTiNwoVf>atMB1K?nP**p6@NHk~RigM#f4iOr71Nii@I@e7S{e(8!D9Fz`l2th6fm z`VRldxs~{!UMIE^Xo7m;P@_j;dO>J3@k3FK2}pO#*axxFPwLfEQKjRvUIn0h5-@4p zi=?l8_~TB<$8e~)rdas2Pf9e^x#?3E+SUsGWCUqWc28~U30DfLQ0ujqM7?B#8w8&D zyHwM+;9-Sgd*@?KmR=N$e$||l;Dbb47m~x(oBdFa@x_*OM#eL4^EryS?#rEolEWN# z<6*5));{a_@^QQ9Wi-rFPY!+%7K!}@Le`c)3Mohr^YJ^y>G|Nbiu_fF)AxP(PTJ6^ zFYV;^=N-0P!+gXymqPy4B@xv=*l(F04wa)HQrI@C`FU@5H;B$-MaIvvwjxIQE zoJiRu5?|-TAx+fikJ3^CUOR>Bpoffg41Djq%k+aYR0eXuQ?>1y{oKiq=&daM?P(CRY&f8C+ukGkOB`Ooc;0zt=;eZ6 z!y~*+)LM0yl7bUav?L!C6xk0VY}LiUCyih5yRFL$FjZFWWrg*2O_CA6+h+T<=d$YO zYP}@9s$$F#y^zJW6UMqfdMnq=a_s5i(tGRbom!Bd-C$oxxqh>*`}uzOke~Gs&UXIf zCJO})|8Na%I5ZP)k)*1!rqSN--Z>aff?LV?4c>ReE*Q@~`9&XPQb*mhvf5<+nt zpskJX^+K6&6vCdF2`T$1O;VpUag<~82)u>v9;Jn)MO-7Wl@NBd*qb;$NzReAW4b3i`UT6h)uxJ z#WG~7^pHbUd$^gu=pXH|p6##6?K*pkxL^MSg?K58B)jf9c-m+E1*M|HSrxuSn0zFz;B)+2VjiR?goxQtL@4EO!C`QV}g`OY`7znPD9@4G5bA+CGB#FF^H z`^2gm%EkNjbFY3*Z4u+f$o48*^O=5pNe9QqjA@=JvIBn4+@hTgXVvF?k4-ER(gRHo z3fLv5p&iBWMRW=|*?#zur>h?^A%=Mher=C0?jB#M@2x}9qeEBj(*0%`uXT@`<+acq zZQrT|?Iy7xMf3X}UYhxFocEbtM^!P0FeY-Jn@s1vJDZp?h^<6eMw_!Gb*J)QQ{z;DBME+cvK zaLH_O1q1KgbQKWCv$zajlSI6$3yRE>i)Rruk1D+_c2KWP%0avCzddOAT0Rw%!^>3_ zleJQXlh+>oA2b28pT*TIvV8DdeEC$+nBcft#7pibI*hZfznHa#Y)1Yrey%Zm9DmL_ zxHva01rt9}5$ABOxgqs{Mf9fIZ>Z*T`I|su098P$zq90U?rT<&Bx2pX#fR@*ZE+5` z9&N1Dog9<{D@KF z^$sTkI9Ib^E}@wC4HJ=@;A5U#(!PXEoB3%YYuS54p?9cviF@T7aIdV9-$MP-$T_>` zyC`^;k`VUE(KJ;wG8lH%`n~2ydF@l|YURD!`$ozMrl3V}N6sY#tWUkI` z-J+P4JC3r=zU!yYyf6}CJ2%uZMh^cDvP4-Z0qQS* z_D;=k)ep=G{y?GF($z!u0t#7z#i=A0?9jz2B2mEXy)@^l+H$Fhcc<2{*e9QeHMkp{qxL9i6g~&57CW>0#o2NWAM}!CeKOiuv#+RjH_G=(&-o zx^8MP1IKJW6dYh*yg@2;XU_dVbJ207N&NibO_{HR`*3+>Ki9-jp%)KJ{#^ERkBw@R zTWNdwv?zehNY7(Y*c$0ic!3P5`kl8H2smhs$RAMO`0*K;tMY#Fv*gPqSN%l$quW*D zYsYts-};y-ViPtDiOHcjT3%2I1F94VaJzVk_lHqxg6rb78=C;(M zu4cF-O>pRYGMul~FPksa{vz{rQK|p%y(L51_2f=G2A?5Re-|Ou&ab)CppSGs%Y!NU zjbBCHE8%;kTfP-z-uN2S*kfgTO({;NB~IM1sCK4@@Syi_v>}(OQdom{H*@Zh^!g$( zLHtSiyR79JtnMcm6$9^VnkQl#+i6C?yDRpvsO~M}y(%tfEv%ZdzxoF*rb>tXE<4vZ z91E6Q%9=BoCH5M8-CsTwNg3z8{E4f1Vp*Hn3 z=X^QI)CQF>`R4QW3%B!8x?_1D-hKWH-6l-Rf-CRgefGEv-i7N7JK;fwGDT34m%Azw z&`-l@60&pa6^ysMS~OMKYb`5P)wDGOCp#1)Jnw zBK{GBI%NcwLKj>`ov525xu)4UmNZkmk#!k)udawO=ngcuyf{6lct{6V?RPMM1`g4s zQxDd3_UI0MNzo8WR;Il--nknE_4K)>>B;s8pPd*EUai+X!c+1SAN;TVtq}Zmm}>l! zyx@G?7TQEa64rimb3ZjD=|O4MiU~}>TkDp3Sg;HvUa&6x@sDy|duX}87$vOC-oT4$ zij(m=qeQ@WrV3yZAv{RbN;Bb#jE8Zr%-qf$&by!Lco+_5lZ>m@Gseo5GXvLp(FLEdG z1*2p1V|rfWEBs;H(;y6AiQ@ncf=QB`YPRPrDZxiw&~?l4qar*bfHBc-dF|(tn-9|k z){uu6NgFX9*a53y$}d-JEyy#soQAvKNA@UN;CQ2#UQ=xMv!#oe=pw5+0{!;{U$2)s zl>o#fkk*!KFf5>ge@{j6qbzwCu~z!wi;97Rj`7~W%;=Yv8s%=(V)txMQQ6W^h+M^8W_{X= zPdw3GJ>EmXNv#YU1aD@`(ZH4v6pBMsCWaSf;9K3#gPro4_ies^G^)aGW>(1^kAx3u zl;6YhmQ*L*l)E;vpGo!S)C;+b$%GK#xM*T_K5}fc{eW9OK7B3;-@{kjR0m6Cc@=~A zDGLy*tkpQ#_^taWGnNxKz%PH6`u9_vhEu;cJ7hF;e+}#FbT{>pF9k z@GTpaq>(tu-$&iw*X!yK@DeUp64qw%#go(ZQ-y=dOI;}rT8nNhTrS#|3x}k$rK~zF zsO`c{u7mJ?M6Jr9o-Ch=Bi+T*)Y|7Op)?U^8h63FRA$ai-!npOO}d>s2idsQ#+)^h zhVo${SFFwFzH{nnzNQE!VXviLem=Y_vIXz%s^!gP8^LF`NS-fm;owH>G01D$zjaoX z4I9TYxx(Y&O?8Q^?r)oo7Q8`n6TbJ8#V{AYFGSg%TiL76M~m;`7NqfVHPw_;T*B5Ez%j_wWgCs@mgb_LdgmJ+`z(^@xqi}7|H4Z9tCEwAZ_cT0vC~9$@ACW z`@^YkHubw(w_oF-T%fMlgY#pT!f_IUXNbkIXj)$@DF%Ym-<_Z}Nr`N1T37?^;WNlF zj~qgtmc@NgrO;bEaUsd3_ElQ+^aCTuNc<4n{7hInT>P*!i0MI6**p!i+0@u`ziaF4 zhlkqXz>RkggKBu;Rq}R&o9p4BG(`6#cJ3TK313+16VKDhPniXD_m!sh6MpfW%Zc2# zvrZwk$o_{^$s;vp^f?|Zy%$WA-kgyGjObN3-4JRxe{h+3EbRL^m3&ylxR3QDw&SLP z6QCV|8!*ojc(=VjfZD>j@T-x+*#KzA%4hQ@1(%BXE+|7@n7cj_6l`%TJ?M?+?4j`1G0@-z);aoA@E&c!$G`PagkuOE1gdIk}b z6?{oGT?9gNi&o*}@E7hMPuV?9znn6Zs$w@s)UJ#Nmt`C5xRPMams_WEy|*_vLsE9? z{O%-nL=uap9D4YLph=qe+>)>1On~Av2M?wH7lgr3fVAwVtx!c!B<;&JuPB_7{n>8r zhWyq+3xzY)n~yh@PQ-)N{cfM{1=gZ6A$7jbAN5UT9$$kjI&RA#n*8V2v-Vxi3 z#MEnhpL`~!Ny`lOmE~YB`87-8Li#jE_AxkHf)%}vk{BK{(UiU#gL<+KCeisy2^y@fIyA*yBLv_vq5WOBZDhH@EGbXQOc;2 zhb-g}123=6zRsp4DQc46)@+Rgwz=lsh>^=Ry|vSZ0R@r<6W^_8LR! z>ySXDJk^TTl-hDSJ4(tAIS#c_To~J<3urMM)J_Lq+L7% z-o+`S9q=p{=q`xEn{pzyI6dWww0S)kIq=JMX^3l@B}N zZD{#P??i{l|1_1b=j7PAw|nK20=jc*px5x`NcP&7{h&&AEYO00PmUh1-H2DkQ?=I~ z-as2&(B0%yb$n*=$|sw0K2=9CCi>yJ+jE@c8hJOxE%fHT!G64b*&Jqb1LrKT09ntH za`5}EobOhtP|fj2)-}J1+vcI4O2TB>AJ@VGBR*GsqI9#=fY%*LzguTi$@b+_a96c< zTRwW@L_{OF4?)HG9$u?0#ub^?#_uGo=>LcpOgIOA)prGnA(DqPaZ2jKNV^|oy0!!&kcRsuT$(E3NOtVb$pyZq?eT|ouTy@eLOnq9he*)Fw-A0x1l(%R#c(CQx}rd0 zcIfGRC4fkdW4x;;P)DKL2)Y{OWPZKoFyX#yaX?c{`fFdeL~Kw`gEcG1e~3NzR{EPZ7`1B*zfSZH5{I23yk!$DsO+b2T@dI8PlV6mSa&t<9JOUu0qr@r9hy4n zqbr1qB4mgAdVTL_p;++th?(++Njl|-iyB_=owJFIgl8Y&l9O+%-6Q|Kl~exUbJ|Rq zPw+GT``JP}yNghNVO+ruSfqH$IheBv|Mg}7p^R^I90?t=U5Ub)0U z&<{`JJ%w{)xghWOfggTY*sH2-uRLfDLl=qX2P{9nRBf^h^TXBAQl^u zR!z-itUmI_$S#R2?;hkpfs=dPOrj0zO}2-aat+hc3>VozXVGUWq_eB^-#O+ynkT!i6- z?~r4Hh+6_Nw*6t<5aUflov9M%u^qyf*@OY3p5pqFcD#iu+eG47#mh+K4Yf)ni!yGH*-wMB``asgiXHHaraG#fDk9q|U{%`U+t zY5N7DI&sgWFY(-Os-m$TWW%?Y{Y>1p+k?LrVK+{?+;aaUB4>N#6Q*&+5+2@rPFfxP zO%4jW`}6M>=UUGyGU*YIg(TL@@pnRXF=_R^ap0lCaLw5+U;p9NkK49YUAX_Yu6s@s z9lgczz_o`3Y?6&YLmEcUG~Zb6zP^{|Y-D{V1Z7mN`tWjguFLx^crIa- z-@!Y>6Yl-D6gSq_e2J4?&AZh7~`jPd9$jb5Pyk&>UNR0@Dqdrn$0{n#pV#(F0)Xb$Vr&Kt>8l`%JnVT z9>4cAT-NzD?=xqip8kH8r1);UCj%k)HYpFYb7!O(FO>ep@b7ciH_O!hjKte{!@u{J zSexi75M%`(GG-J))7o?yhu|I`C#izXiFd*&@JRf`MP7Ift#*dlY^ahZa&J(6Ta?zt zTN#pM3{f5MYEeGncgQv0ic8uFoztpzD3c#?ew9)$i( z4&n~RulYK2!zT;#d$>uxbzgI=64s|4R6Q;Bj`zD4FaD&_M|*f7yU@pH!ws1@;^;^1 zN%fCU3(bWygI8LWYtG{fT*Babt~Bt4kCi74YU<1QG5ewNPp!v0MBDHg->3R^CA+S*)Fg!rOd!{YFf~l8K-A=<<0BZzjhHJXjRD&Mt>hxX|9?e|dVSAkN>t z$99n5aGkw>Ss&iQaAfT_2jeB2QS4DkAOFaA}mjU;$S6|;7F zC(Ys#y7%`Jvy41&&1pkl{)=uV@|Zt7a&iOT{fAE}X2)AMLoUf1ga%^^=vf{(lRzc!t$}Orj@?Nd-CcPaY+nKNG+7u`4&zVJfs(6`S z{_6ea-_ofSP7dQU_Y2ySZyz`wj6dz0r;I>OPCW;4i4T!1rw2p56AOoQBY&S;l@P}> z9HbhF<06k4Cb-oSKk)+fs}2$bT=Pe(T}k-LxA+*;9JROe@K8GmJikKW-COdUE5AZ; zS$XtNs@KlZBU0lNZhY3U0lpTvPYz6@bzbux2BNxmK9kx9J)>SY%7ez&auq!W_Hb!1 zxRV>`f2TUV@LBU~Sd@$>4iQLvRWqf*(OV*G#=|6AJ%>M`aqq@I7w-t)d9cpV8VQ_Q zxEUY+o!0M%7b{m|`D9JvActUn-!zW+{11=y&0~FzPYSOw`=knv@3luA!p0y0gP#3U z)SJ`ax^+SWA3i(emd&?YmjYppJ5@1%M^vB8;%+$i#=~pwffw)d!Bjwd^u@L#+>v7j zg&#im^}UxxU9lGfiZACpT!J8h7vENe*Ux(z{wvSsQniJ)-neUfm=N99G&}kpCRQ4X zPZy69?pQBcaPpjfvpFIys8zqjdo3Egj*VV}B zSPx&z9|fuPJzwKBki}!tR70Ap76SYA`Nq@WfSnIVW7v!T8}D~fT=#oHN^#~qNM0aa zGRbnP_94Y3;*E3iaqn$rXdkC?u{dKNyr^WG<`a`kFv*|2CJZ0wgYPREIT%x@OB^!_ zkXnd&R#WUXLe@%3PZxB%Rgn9SI&bpZ{pHYP-=lS|Hti_zByW$ZYD- zqXpWFH^_Dkke%J^rt>jw`kz@m$vUkk!X-=~ecHSYNS zWLoFITv_1i1^vod$un}TT=+Ith}3Ey!X7h zLmYbM!|SlQbLTqmpi&@TG4*RK=ZpY1abSg#NRy&cSZS%D7<;ov=4j$1zQ2`w8iWMi^Mwyz%I;~G>z?$r)vc6p5F5{au5H|XOCiawpNG%k z&lbtf@7KP5-m41|W9#81l**_-ltpfQeHb6)q=iq|AOz>aC0%JBAMbZ+^(-12J7^8HZH>j&vZe-Ka`y|)5s z(Dv+)?zArO5y{<9wBz;3w{o{7N$a)X!)*D|<+L}P0sDY!c8>!(yScwL%dfI+ zkzuKuw$14ST-RqSsI;}-J16Dl^Ut2QqV55uSSifDA31u)QCadrrV6CjhevuQc%Rma zLEjx}jo^_Map*D5RALp>P%QKXj^cx3AIRMXOp_Y$@+nqa*(Y>|Vih0Ev@4ZVyuI~8 z=p6a)>;;>U!%g^f22$X@`ct1hU-Nt0szKEGo$09A;EOM^r0C|6p@R1~286fzp7r7? zX4kW3t>x(AA9n}{YdgC~dI8T%l{lmGZiP?jd8zwaTYvaaCN%hRx>&${<(r!3xFD%} zDK8)>5}V0d#6&DEBXvVQ^?0~F#0vTDY>uj85@Vw>lcRwPk(0j$OKZ*zDeyUX_}S(U zr|2-|rnwqzh$*9(-4tfBFMsyhfFc>L5+}FPbKo+bjlXy0;x+v&TxJh0p}$0h$=!VN zXUmQPE!vk|->WJlZhH7N>$n4Ff7PoR=It2&iF=n_&6edlufLz7nlfM==Ka!8!-Q-C z>PaH3hT(>AM9U;d+7u-detX9kF(Uu9YS)oFzK|eMd#wC(=FFLw$jFE>2#s4u)n9pm zL9OR!jDrK&_ey+v07~NW^>9PCjv8}#>Z{$1zOI>UYq9nuk8}&7zZH3rS)N7uM&r#c z)0KeZ9u?rbfbB!F2T+R((oM?0+){Ajq=Fx@x=_z6-=_SiutmsH#jYG9pBq*{;7D8f zf(F+ViIuN>oig@3zdPHB`1uZYV63i|&$ZWeYF6qWt>x=-^;A#7d)*K2R~O!#vTrtL zpfKAMu%kw0i&bldwW4QLY)}muO z=j#Lm+!YacZVrC7@ryji3Cm5~4zW5`z*&0UV~cz5#G<`Meq16iw(2K>J3E;Ja7(zC zFEIH*`i2r~<8qy)CJ6LKFWDUU_(OxY5-`6+*y?z%>YSa)YYsP0JEQu3q`N~h)TvW6 ze`pNL5_bCjt6tcs!0w0FAX#)4a&c1{zQbYetaiTZjYadz9>LZsgfcoH~rwd`Z9u0p}mO?3OL>G(mWxp=?gxV zbnUsPDEV0OSx!*yP6Da2etgJU@`*mvHedXxP`dCdnU27HYx0kN^LXf9+Y)?!_9ppl z-K)AZGEowE%^65k^~BR3;J7nZ))0#55BJ-!AHj#UmH#~$zTH@Gyc+mA z4<1`4*=`wQJDlv_d3&JwON#E{*TCe*c`ap$lhJcZZk2(!;P3k2E`{N^t&(r7!KYHi z)yCw==2ZK!HdZpUUo)*^`~2W#Jv@j8G2C0E=Y7VpFvRH7o!7(1Z1qqu9S;L9 zTJ*tVQFeTdmhB(nk9G=?>U`7P>1;Gd!EH&`%0QCf2X-;FsJ?3N=)MXC!9nrF_SlIX zA6<3?a;knGhxNiIyF~O zpmgA5{KnWRQWx%iZM>s)`{AtFN|#nuHJu|_;x?~j^f4B{;GVz~<(I-9d&m!r;C#eE zdJ^aUf}QwUP}ZS0v$DLM@cn+cdJ~kp z22LWZ22Ufg?}OJIQ}djBEiU|TbPwXB?_+T=$ZjYZi{Rz)TxPfRY$c((+Hog2?%B$! z=y(_WgVRJfx}hf?YxcQ9jluhNCBRAt7SSU+K0FZHaamIVw>Q+*4fBFf)3rrYi1bXD zn!v6z5w+|sY6ZuAiFW)Xk%Z%|&o>ccFX&EF>#;n&`HfB1?qQZ$drHE2@#+khSf(C4 zD}3YD5gXZc4e7uaa+&c`W6D3_@M&6;A)x!fd%baRb>9d+QR4O5=iTx{62%D zWfo^-$$?#Ag6+a>4!X~X@;#NuTq~j76(nfZORtgK>W!Jj<;?`Q4X9P&dBNv+-O|)1 zf-}3U`%&$O^CBXOQ4@!qEmpe0b>@T1kpuW5DwnN+MP~*TdF?6bLHu@e!ECRlNdL#- z>3%BUTI&1W&2ud^JX~WuaFIrK*Sw!^lo6n;DPqg7e4noLGP(vU!NKd5#}le?GZc>! z`V3c%hm7S7n?lh0R`ui=zVbzZ5}u+FPsL1k=2tJil|@66)^;-oPO!0c+2RR1H!bJB zbuxF@iI(H@DasJIO!2RDMr6YH#c!0h(}FD0?s^99=|&`VDEF5f0l2ASmJ$4|Zr_Br zxO0{cFyrgoPx-0iH0AGlcy~vSZ);OdSa78GR<7ux*#9RmCF zaMybgd>_i?vf#JLI^JbwcV|-;KBhC+@YJPO z5A@B4RyQ?O{Zg<(;9X~Ig#W_B23|tgs!tE)+=&;iPU8bMh$*wnNT!j9JPd?dgt%Dl zxg@qYII4V|p-eDsxg(4_%bWG8*CnX0y?RJNRu{Lt6(a@FT76^OFV^|-@RoLABVg`4 zyexHo+c(z_NKfv~f&2p3NczRs6z#OtLky7MW{S%|Ys7)}#L27Mx?W&~W=W^V$PMqr@F6;tlXVqfd#`(PNK&WdbF8{3KZEG2| zol+OYPIEDW=^5gTzFzwWf{$1AK-wp~b0?{KpqEO#>8{9M-HK%U$*k6JYltvq{f*sN z!|J4RYB->;j}e!z1K2JsmQ?uXWx6Rs-$)N&Sxp_ zkiK>OwkS_>TsEJ8c6HCOjl5~7x^C79`miSqMEA7fh%P_s4@`!c+ zh>){XtAT)dxZ(lj?If;{bIL;*9+|$}<%TQS%kMlPQ~rMHXOY{(X|6vEQ= zo{O4+3~ksG_bZRxp!N{C@Nhh58YWxe7Qo@3U?ql`CR@4skbPN6%Fl5NEWGlQ^g%g4(m4UnHB!_MMc2&sBjccBzfFQ%AHmD(2UI(= z_e)>0yD+HKJqW%>&XAkvJ&(s+U6*uPz=2p_`4*DQ-fak8JbVm=idI(K@o>KvjOel< zu4E^o4Q5Iw-fA@;d+;8|V-W+<^5{}jR~tI!K?A{vKz<;lgp?OzEK~Zen|LJvUXAYQ zIqR#%nzA)yOKOb(4^&>&IV%s0;H_u|ndPInScq#qusag>Zl1B>SUGu)BT%Sg zXF+f_KUL-aN-G+%PwnAu9fw@%7At_`9@fQUp%i=rmIQsRu!Y-&tjC%j0ruDL?euB; zAN+n%U0gFY9b9a4xE-4$i@GbjFP+``Stp_rG0N}pt4zG6C)19he>F2)0~t}wzF+y; zvYGH>BPrzQkWK34*Sy< zCY~BYeni&qd&1E=I@_lnJ4c?+REtZP9_kM(zV|Lk!qdAm?TIjY-gj(vq88V$ac+5W#P#FRvUR)y+&U)mAHS z^i@duX4H;g+QYe9R__pUzdyL&8v>`+pu=6hRxE&$Z7IG}h!0pSCr;+SJ)p-Q`VP}v zT(|Uv`j?uCN3N@vhuB~xzT+mBf6b$_I;phfiUE*J-ukL(kpfx6C-sWQZmgLgS!l1XdU(s5nNFr$;!Zdh;xy=M z?u3U+@I~cA2^`=qW}}t0iH{1raZl(sh9m^PF2MQOgUan*XMGVqT(5`vZ3$P{D>&+p zVO!0ms0`#x82@@#SQ+wdZR7BZM`9C@2hKhl#pOEU1NQlP$4(xuLgDrF{(8Z-;>`De z>TG8>;Mi!v4oGNx&3f#tU)9T8khW}RBQQtn(`Ac!_`1@Mn|&(xvimhR@sQNN+L!LH zTsXzBCq$^^5UC_e=nOvLCrP~5uJ=8*gROiol2otQ0~lV}9y3CUP7fq`+c0{k$wJ^G74?*6~`2cGQkuAT?)YJ(EaY^`)6TvX0UHn(j#Q zk(?RO;6b58apWl;x_Z3Q#zXT8hb)LktGOs=z{B<@r{qQ?Vn`N{;!eX7m7`jaZ5&Pe z9T~&tgO0SSDk?@<3)j~*h&nK6wI7k~Q(f_`y3c&hheMOvdE~&Mkw(;?)jq#Lo4vuKERcCK|_!_#D2|gt1Ex1;%ZX*3}`+3L>jhf}6UiUv-wgOg_C-a1No z?PM_ErOuC7Uw3xG0z=+_$l#vchI8RWd2(1wwo`I()PGruvYn{fNV<3IcZl?4f*!0N zkbk{ycFq9JXDEsjuPEijQP(!NGxD(&58GAuxMES@b{_W&7;>Jth)a0ca-g8bo>H@p z_w%9)Q=!-K=AL~&mbw?qa8xH#<_{&_C66UI^3AaTa77Zm>E-*;S=ZLZ+aEq$6_Daw zF0O=IX8ieDGXFI53X~J3(Za z(^Xo{A@dlq-mr77`TAxMfIot+Y};;F6E}Nysebl?hp+1LARY>R%j+}5*EMm8lY6h# zxxfkLEzerYdd%3$ykex!UwcT3SlU%v#wdf^(P{^+8n;h3-ZJAo#kxrZSWry6NJX2vr2^l#g!&uZc}(Unxss(kago@c1_`ljX)xb5OC>c?Rj zn>6aae&H0nvoLpOJ68=d?&*FWk!gYRT#bIbuUQX)EsAS|RPbg!5MuD$8LW9>tWnF+0Q)S$$70_vUA@{))4+N4Y6S4!nobeRKBd^SU2VcfIbZZ!lErV)z~8&=QHc{H`y|;naxs2u-tif`QnXsIxI8qMGska_k=;IFk_&0{T>6n~Se8 z1g!`3sa#LPg~uT8nN92#;A44~LfF;$sdl)pGOMPDW8C9c?@+9nC*wank~W<#mJrIF zc#Dj{5RwS@1Yxtbv=V#;XApt7GjWdvN;hU~eZVCymtx@P%x?HX94VtOr{asfd|e~H zlzsa3id(;q;MgU*c4p_8q37dudK7@Xw&0Y{%bcVkaMAC%6$aV4jLuFVwx@+1G0ohm z`L;uvJgB2GFdx42CIgX)o_&Ud`-*8Y#@0=*ByRv&@R zPSq9N2~Orxy6V?`-_Y&#U>hsYawXn~9g*<`?+tTOxWKb;Ebj{62c?LYH9B z@#-nzB%AK)Q&t`2nU+d>Z^>6>)Y)H;w>S2J7y%b$yA6J1;j)zG>m5YaD;Q z>@jFp_~e2!+B3-z%krq5<6|L{-i*zX{li#3QQk}^k-&i?<)&b>(iAfcPQ=~x)tcOd zp6xUnW+*9`Jn&ad+~+`;01$s%YWRsG0dSwTXGBKgb{1NgaJ(F1d)EC_gMX%IFDZUT2z z98MS$CrI1xvDSw4E}|2t<#D>#-Dj4|@1%i&LWk2k`_TYlxRy8~N5kuf=|Z;n^s&rq z!PK#ul#of5;`$(73%!Dp&m}@vx8SS4Z_90T+5+jUYs z9(?+wcg-dD2tU{z9!?l|b6IoMzPz}Btl)JHdb|B<`6`M`0w?84X;!wR%&ecdT{?Lp zCACHH*IbL;rJLN#vE|+YhcV@Z6z_gr))D+mekI-01Dhe`(w!curuZ~+^=f1_5I0~a zcWpt_G9qfN77_|^}7AOa=IFfG(#H+#3xi-Jqu2X zM&LcDxuC@4>L%-%#D6P6xqgb$Z9Akj!b=qnB|# z2NGvEL5@A~8W%>BQ_X0v?+FE#Q_03zPD1W-?-YZ`A-(oKoWM{2=4evxe5+pkKHQ~p zTT*s31Tp;9&4(sjU-?>XICY}OQujBe$RHjycvLPlpIHq<(|38eQu}_dRePv^vlaD> z!vIIKSk1g`yk4%ZvEZ#ly*%HFfFB=$D6K4|^94R!^JE7>Ld=v7T{vQ9wAt>GBbT9fU4w@#^j!x$#=afa;@n#-nf>*rwNs~j^o}v%}FFoj+;Lse( zpo1P@1t-;vaH7|1&IwdQ5D{v@Y(7eSCA7{xxU41)-FXs@bqOmv2}97Lu$@oka7Luu z7UKY0+Q{O>Dc>N|_uROw-nwKdRU2=2$>!r}Vxyt_a;7!mo_G{v)0WMVIEr!M&tIj8 zc*$YU0E-m=Qg?oH;tN)+7xuR0^)j*qB_3;sEZMiD|F#I*rvYuf;@k^sQ6}o@wT94D zQNY^3Jg@b3c=4nLmM`0uG-R8TLb^Z;9*(1%7jQezchO0hEqxx29%1!~3xQn12dbT* z;DCs?W%Xvgd5*=z3>RfSaB*50R|`YYQ7}UAycDd)t)vNo@Z|_@u1>Idt6AQoTjEd+ z-THf}g&;@N1L36B@aDTp^}VEn1G8tl&Me^WliD?oJTSr-~thLf6XI>Q2!dXB2YgvORq$?$MQW#h2tiULHgb zk+lt?ne9Q%u^nkzq>~kv;E2wep2Ia?Z^A{d`8*+8eR!m=H8)HYwCPk!o@WA=_no<~ zlAgP}$d$0hXBLNp!BeJpq*%rP=ae`7NaHErXTMIc9_Gf}Nz!Ykf>ORIB$xc$Dajna zXROX82_HKL*_rrpf3c69wTnI$A{A@-e$GAIR%WWt8cx2kn6{+H2Jexv0?$0g&MRLc zRbdkPywWJ+a&ZQ?GGS?F?ri5GJYa-M#h%h6qsy<~Er&Ew*VSu_%f%bdUCx-2I9e8Q z3(tLF$@gXD^RLT22-GWy+rr>qF_H!3mi1JujT!Fh1-k2WIAX;ZE=v(ez7P+OIiocL zI>s!Hhf`J=vBKF4aH_VbhYXsNZ^ey^ua1O?wATr(Iz5#)1`W7;ETqRLjJ1o^l;yF4 zv6{U6mC~UT0hbe@MwNiJY-Q;YUhdpf8Djz-cdS0BZ3agpoxhh5bbr~KbcWyvORk8* zq{=SbtZk1!ro1hg_0?0wM$lc)QsxB?zxY(#j;$ef7{A`Dnh`q$lLXs27h4Lgjj9_T z;IiDbBW4Qv)gv4+kVGye5`F=hvKgOk@-}9 z_t8d;3pdDe@~O7}cr*z@E%n{v;JiW^*n1zTqt}~cZT46$4&q-qb}&uVo2XaL{EDUR zSk{^=F`xPH(xeL0Fj5`&Bm6yLSLe)JaoldP`b&p7QuIvJW4 zTkJg5X*q&o9ukkWd*W#Pxt)ToxpfQW_$o4wt}Q?#>t{(kF^3KT%S|}!B{Tej^{LJ{ zUj6Xs<=3bWC-5&u`QRiecyeX5p19~ z9yptCL%+)8wk5y5@?=V2<03Ca9_CGa1t~2d1~Av@j@vvwE;Ry;P`F1u+T-*jd@V&`_KvS{rkvAFVeN6R z=+0)0nc2?658S!oO+o)FmbSQfN*?Pnw)WPD4%u1?Is2BxNp`s6;bfv^J2&fP4_U#H zdoj4J*Pb_x`+c<6esUSGB{2NB+MJ0KOe|jAu6U42Lg>9CiBq6_dw4&R$gp#^Qar(7 z{EAC@+vj!9Qje4Kji!}wXL6F+AG1Ix`|q9SkNx*CN{(B{48!NbMD|v4&j@w$%MkAzQCG`m#)o>MYQ_;ng`Dxa}Yv04};M4BRC`dF(oUWpgU=q48R!EyYJvZfeAE zK?f?C1Gt3fGcXMN{o%n17OlDA^Qq`|_A=vM+T|w`Csx$&&ymdPMUP#+9(q_Oc-1-I zaqC>Y?QS|Afd}`jf2<-&m%1XNaYi*`NOA?-%(6R#Cl8O~{R-d2l)rjLgdI`;Itq8H zq!ji#qc_PMs@WXWU7G4AB6NOm7x@6cOr^vl|Ap0(|X$Ilo;S zY0eKG`A1ee5~#19GTn9L^>@iS7>*{&iMK+b>h%r`@b?HWa%(!?obsOfdtRD49*053 z4tK2i5%Hy{`OPVe6AllT<40kWfjjf3s=wKsy6(;i3U~j*T}vqHLH6!T`J#_Lhq$&Y zd4~1O9O1LQZ{oXBG;_e{lW%2vmkR|rZX3aQ_;UA%_f9S^q!UiRyP*21WD#I|7STwK zw|eSyiH!V)YjJ97k43*Dn62ZwP?Y8co0Mo8oHt9qgsvOH-8 zT617Tj&pC|qvue_2zJMhf`a>~?_KR|UeuS}B|C)|=s|9NLpfL~QJ7~dFx5t!5=I<% zIUBEMR*f@{GhH)qMeI`!K&`dlxXUD5n zIy)@s(yPL2E2cvizR-P-* z<4aA<6jbec_UEWq6U7$Z^}2^FnrLOa&%htf7oCwsO+1IdT;)b*LIpkM!*|P%1$$?9 zS|cPaLlpPf**VshNXI1(Whq|DaqG37_!^(`eQ7c3Gmi*VDo_HWDsv(-tKgEL?_IP-*=5qJj_n|H$1L}jH zB6>2Egtc>mk0ZOn#;cUsD~z-!?Gwmnvbe2(nb_DcB|gP>24h0H6R{8Ay{0LQFt}{V z?lKkHtQvx7?csIR#Ls!nA?8mDESDuKyJt1-QR068*)uTGmSFPn0HZvhaaC2iHa9r4 zwYWGQbT#zy74u)^R$|1?Oo(xpAVMXt?{+n_o|$%w42Yrqk3V9wSt#4*f zA;B827vQkaN3Yu!!T#{G`$>F_`@wsD^P#*mVCUxW>hH}vqv}^xk=Tc=-{c~9JQRh5 zpY!n2WMkGyd=pMIkjBnj=}Q7XCCTMqR-)mBcU1GaH0TfaAne5Fr~K+QzhaZ(c}17~ zE?u=Zh+kXcoV)Z@2>0&~pH&B-(a04Leq^em-XK$f!u=_M>frzEtyCWX@TWZvUjOkp+uC;nfKX} zwRp=CUsFq9&G~@3`%ZN^9E@DORahKN7d84OH~|I;ZV66s2s%gz8l2!xg8SewSa1vO z9z3|a3^2F{8yp6AA6$OEb8(*koZITvyLZ)1SJmEYEjBMywyzzm>DyHVw#n|t_S-uj zd*QF98P{WJ09Q7;a4KWMZIg!x61h@AiMy9*jua0U@11a%#7U(><{a|s=%%>)-Ymxkf zkfB&Y3By0-56Hb|b8_co^t=db$N(VN-Zb&R~)_BE0BX{NmP8QD1BHs~w8HI4exEhIS_5=Ti zX1}uo4ByX?ESOc&@_aM>me4jfQ)OLgt3OlX(E}!63V-!fpISH|%IZZ`&fd(fl!~F( z;B;Q@L%EVN?xQT{_Xgp$K(86_dj3%4sfX=EJtSLMgwv(Bg8qju+o51@d`ZUG`^nx< zm4XTWp5!(H=b}$4>%@<0!~TQ;yMMwrIy>d)`{1%7810r1?yrVq?P*dapxLa>-1blw zH*Z7t;7?^Kj3*F==z6tGf7^2o-W>UpIaU5Iv9$y_K=c#T6q^noW@;R{#6MF2)yy&d zJfebp$j%?{nhn?UmgS&Bb$YbyZMpk~n(a z#BH3?j}8!SN}S!2WA{CTC1$FOavSO_7g4f6 zo!#vJDHNgZR8Gu?x*!n@!f z9@brVA2}*h=_u0Q1~)osi3T}4)S2`+f|%~~Df|i<*_ER<^BQluH4Se*3uJ7X`{Mmb zUHQ%Wd#9H{mFXcjYTZoVNLKsp_y%#49$#IyieDiycRFb*)~{QpM&>Ye%=U?E_0iTa zyLWKgMy@hmmVBWu!9|%BW0};#VLeDNii`3CZZ}`Hiq2qU2zk2Lq;KWj zBH(yj^=9cO={r+LqNNh+(dASZlkX}?n9T-6k0o)^M>t+tIQj3 z7O*};V3zkznQtY-#ho;txf>Z7<&ck*p{?6j2ye@l4QW*~!gR>NzUauaFQr+i%fbkd zZ4h}urB`s+w_q*NoiZ64cZlBPm~Zn&+k2-x8yz>zMuj@%^32H;ZDDfCz`Q%oH`8}; zTC!=%w#zI05|5y4SP(5+6VuWLAVQ0#v}PoKy53+ozJ4S6jsDx7WO16#*)Xv{%tpc& z%S-d0AmGF7XBhE~OXENWzDQE2x z+g}Q$@H>^9g zI|bV@%IYUfC({IP6G8kOwFF3?OopA1ji`c8w$B$cwK_vAvhR!aIo4?}+L=1#d}j3q z4v=@h3oc~Bi^=@Tv8AML0up#jz@^{&k)qp_LtUFTJSx&3B2zb*mpLi|-Km~dleUi! zDHco{(GGk^&t=um@70iqmnqBP`FjR*_9#MnYv{%xe{EjsrT+ALCW3~6^3HChGUez` zKm2apM7W~wkk?FKFGY{?8jO}Otww{ZbajN7+k)qZQB+>YWiWc zX*cGP{^JYrT2B*E+qXSmMG6fw#D%p}^sj_>^L5@n6McBo4FMCbhCDYQBW&t(!#ijM zhqy!ouF{1Zgch4_V$p|Uj*fA43%y~*mXY__#m*9LK5J!@-PnNeE+k#R@t3z3T^GDS zA}Vwy5fyF?!JTCsm)ytCH1s{LU@_%b{vJotke6(Cq>Xg2Dzr8BALJ%1FI#WQn}Od; z>pM;(R%g)-8Gq2Ef83YYS-p3e6S@7e?TV6zX*8{X38ZXD$i|+L%uOOsglLHnWaoUrCO!^er7?)C0|k*P!%jC!BRjDq z0vkK#p3CtdZG-xx`JggD<2md-mNfb;xUWNA-TUhNY_;JMOEQsa^(XIP_DtcWtmX$l^q9~c);))3IK>CWoykQ=g= zy)MyFTt!Y^pJw~Rs zTMR$U&BOH=Qm4VpO5D6LL6o%>{huaWp!g^2`Ws(e^~Wh*)Q8emb>!0~8|fR3{^IOTYj)23k>(zVbIcM(rcI1XTel4Gz(>z& z(RW5YcX-S- zy_nE4i~;UGqoGhR!Hz`E)G=G^x5Se?f=p;>{7sipOoKZK!UZZ&<04=~IQ+&itGj2! z*=3Mwhp$$uw=`120=B+vcmKTvKn|ijc=IrJzdo%7UinXfL;DAc?y7=?{%UIpi_%D& zt8S3;AtH4EuPl32%&5JfD+pF~%Rb6=|&RSI1_hbsEdj7DIKjsA7;C$o*%Os7;|H6P{e=(4aN-^O=+dy zy4c)UVyd$c-Msbij$_`6ugduPLSzz)PbHL_(r8RGo^{#&#asd{cA;9MDnFnyz5E9? zo&_j57n^sY(6m(x%QDxgm^KhBT-mXw35;CKHhjLx{LHUJ(fGp7agHPz5d$IAZ1 zHB`zpX>Un34*lpg^axiXECcJnrs;YZ|$jy;?Z6Zq+rtAaC}f(KfE7hTzu0eATJon5AT# z?IJ-=B`P@`+?C}v>7woPiumFZBEEv|ulgta+cGUTQTut@B0Ha|>=Q|U@X1&(a`90K zH~WFNjjOX^i*O#uF*9p9Iw2f*=V@hC8aF1yYnofUs)PM?*7Z=gdHiPVU;V_6a9e#G z*NF@ixAce~xTb{JZ9Dv?Df33PdBU}Sac@428s*!o2jPf6gRRVaN-|X!D*z)%v_6E4 zE@(4QhMSy}T?_77*rVL)8dj~QAXL=?)-vw9SeA)WI7=37T=Kea5cV1blJ;;G$0<>q zmLD){;F0xdSU$Bbd67%-rNk_8sc7zN78bPYoNE^_S0x|w z3#?J3kuAi0 z+-`#f{*|r?FldQuY2rVKghC#z9U0_o?cyd@L1&yL=J|($fG{o3`G$;tDz2K2PG6yR z;E0=toAQ|NAQU2lHjz9_5V^Ioui!bw%t0R}=_O0xWVYwc>*07bD z@&SJOS}W1q9;sM1QtDnIJP;wA8*K{`nc~02KUR59eioJC+XQ3O`iYn9`XudFXaL;& zvio;0P{(Ft3b~%@{Dy~fmOApw!}>fG$kwR40BOb}v*UmTyFr1>sllAZ7Wz%-BR)Zh zT*4oxK*sE?c-sNVVS~1{lD=YCaE!aTCbfIS9R|s;CmkPcCHjfWqkL9G|S$tpl(5JzDcj2Hl(Pob@Kp zpSdoad0Ta{iZ)qii}#_KXCeB^o*6TSt}b%=*tpx zV1dKsG4~s1E8+8?(llsfzPdIsa+!V7P9F0h?ARoz5-HfOU^pT;(Q<-yIYkK*`4$VY zrq2&+iDtSD93gD$U}O8iqz}t+Ee_)eic1b_1_nJS=tlVXH`0FZ*r%(ObhvCMSgkSa{}qYrdo`c> zXOIKW$8;$cDcs&xXg`8+U48|<@wq_S1= zs*_ZKViu6e{j?y9wh_~mL6N+B52xn3$mdM?1);#cA1Mv!BVQ8rU<9cmJKkRswV?)z z`|z#2xN>4Qf#8pVT9XVS#cGF)ev}=@-lR>`jBJyfGJ;zD*DO3ZZXUC zV>8<4^qyS6BScktAk;-e!{ zWJ7uEB&y-cb0WDOAH6Qt8eVguTtmH6w2x=#x>nxqS`IxOV?!%mot@5z5=uUiyYk&` zi6WqPr36PHv1hNQ^^<C|rgPz1YF9)n&G}pLPFCwk z?d^&`mK0~B>G#L_vty(sT%)@|JpMsgLRXo6$tWuZcjIffpGAKy`t+)bRZqdp7xRJd zR^?V{H(R6_2GxpEmIaE_g*|iUox*jG6_hh?60@BTH$9%q*A@TTot@lQY9TSKzySR) zD~^~0H^;$OnInnAUG@o#x#%vl^~t4j!&>=K^|FO{!L}pLrEk{1zf}Hk8!{+l+JeD} zpg&px7G*d=Uxx{WH@XNwTjk1-f5N3f_4RqJ59mIE#?krzmJ+rd7=>wSR<-7i{%R&R zhFt7oXi%>2FVGqCs#8>5;k<}CIJ=3)DXi$T*das#t9mSu1<>N!FOjwZYELQDx55rM z_|JG5bmxW6mXstiCAwY6TP60uy}nmTm294%I`xXGtITsD{nG*I{?|%!%yGVD&vcr* z;Vd?G@h7f?&$V9u7MhC4_R}O7GE5&@xxi9P>l$uN&1^2&+HBvaXSq$c7woAw25_i% zbuI^HK>>!9Wy*UkLj3j~>C9uUe(mtSi}EU$Bv+|>6O!QRefl*VQfpgSxXYos){;K( z{%zxaW@tzX!=z3rDh|KJn;Vf!S?pZ*u#%(dMY+RnM#-SnIV>{`GiU{4F zf7xj++xPp;bmaN|R|>O@kCVWFseceqh21NE_6%r;Fa&&(vHlYI<5kW4Kiy7mLYs_b zGCDGgCEKQd@ayWNEXm!I()kc8A5cjH1FIe(@$E|b_VU2?mud%Zmj~nl`AkcdGr<;C ziAW9VBRYown`>!$xi49tg%z2MaY(HBwL(7Gg^bOZ+A`Yzq|DNyeG@)Ce=PI{Ebm*| z(VOWg(sw^>4|gGAp*W*BumOrnU(s-q7W2ptz?|w&DyF6WRdy@ZY>?WmVYRY;0TK?n z@jDCjAdqnQ6}rv|KhEmMwZMTU`m$v0Ls;(}zU08S+ypkNOOV~tB-74`Cob&c^7-KS0xLRT2`04*2UvNUQ{>O_7Az2Q8Q%c ztf>6xba@BZY1s$W&_9eQJ>ibDt#1eDHnlI))I^VMVUdo;O9obL%{Y`<>4C>$~Z1mRh#u z?kmyG9lL(RQ`Ux1@TmGO1w}DnVVEEOtCSK7 zg3__lQPlIM=&f29OSGqUL;<8qo2E?&k)(ClM6sU{z62s#&$RftFbQYYW}3Lwe}tU{ zo2oHNPQIIh_5a@Uyo0)+8S2z6{M;lolzLL$*XhVh0)H~cO4(G>KfQill}OC zbo0T|*`rZQXk(x#@}*DIKu}0pj+1yrs`BYTnERePIDbJ=;PVb;Hn$$d$&G7{zA)}t zp9a0>Y z1m|RG)7v|N1FJd4xEK238KMmn z7(DeGY#?(+up_>~%T@F7?X9ko&Fw8x{-kqJlijeds_E|G3Q%g4xaotvgqb+sua<&w z!%{h$t^-an(W;?ijHNI(d93RN0&Bi8Qr%>^B@0Y|Sj2~PNOU7F{_Kw-6riqObrBsX zw(Xuk3JQX&W&d=iMv9=z_33L2U4qCIMMEph%Z4nLF=(}mK0;{K&+=Tkyg$0_W1a^H z>Ibx$tdk|Z!!dLaOGjST^w}$Q_>)xOo=How-Ca*DXx3$h=0~8~$#02HSt;l;SR)Ex zkBbhv$HX&v0|;ZtTTsL=C2qaM>m-b}{`rV3UFU?pDkT4(!`f<|O98u}@Fp&JK`#(@ zk7y0GvAL3E^ZOZ<_*55H_041KvT8%tS<7K}h0UMYt5fF~@|29qhmRc?#!k$e^15g; znq^S^EXHyuA;w}{YZr+<5bc||f`i4B=PCGGPm6A1NHJs1Ud>k?_!G+97hvPo9Wju2 z_I^@I-`D;|5xqHQFo|UOX<*XLWBjqxCq@gy`sb%8F*lT>bULU5eHh8rHa-c02!Vbj z2&P-a)(b?=cR+2IK#l3qSf!pMC&R3CXxPA6dl$nUFT20YM)EBjk8~JB{<$OS__w0# zNYtru+eNst-ffwo<1M9kqQ>Z?qgh!=L=F1LP>-t(doGEdMUR7{AaeY{t8Dq7$ibXW zMk5N(-(*iUcvMpvn>k*va-jNv|JeL~T>ofR?+lC64hvXHHXgx;y%Wo>?bL~5qbxWd zV@;JCI&$jwr;!6pbyK1Hz&8#2QCn-?(_Ki{+&OiqAtK#~^UaNSeEj$jl^!hrV`;PJ zT#YA0%2}j2c(Tq*eIvdfu3KC613H&d^KDnqYY<fRZl*@-{uN#h`c#Vt9#o?blC7e;uW~Gu)eFKS#?zR+X%m0e6;Cc`i_%FdB5Hpb|guVt%S_(VEz7Le#C3=#P*!Uxx+Sm$RF<{r(K?ZjZhky0m)19-z_Tz4^ z?V`9}uu@|qNUTOs*Hy$cYL^kRB=QzLv^Olo2BUJV1Ofwa+Kms`uIv>o!8cSwGhKEL zY-a-Z_KMB6$F;~OS{;fda?hldy`SxSiYxWsf>w~AC-S#4%ioR0IRlPAr{f{2oHnq9n z*&xAUO`Y*4{#_=BS22kKn|tb9!aGvv{&HVZ+J$)TSuq|woLom}stzaRQ@9&9-?-Ct z@x|RzPehNGL>Hw3kz;uL1qk(BIXqM-h1xAD^-%QmLFe5HD+OZrg6kk!y)qoS&FHgF zRFL>AUHF(V*`2Hlhcz*)hCryy1a?{UAcGj4$-?maDw8rDwo>wMwS}z-d`PK(ABtMP zIX!jNYJUp~=h$(o$WGd3X_x&zaj}OCP(K+@cSc;;G<*Ej3SbeHC!iO`$8p$n)D6tO zv>HYik?da0H@3JnM#Kj(er|}7FHZ>0YW&O{2lmJskH~1)EAbbKTs7Zd4G+@dA$9NE zs*-!TcJO-=Rbx`Y+qqMimrKJOwupX-f?-L8=-;YwZVoORo&`^Z7i zd?jG8RxywE!8PB3RdPQcU6;{Qud5iyQx)XtdiVMx8Fk)W=xqiy0&qE!Dlr7}bs;LA z-Waxj7JH?e$|ra^geg3a89iS6xZp_6USNL!0ILOGRvh>q{rn$(F^TT+;@eWpL;M~t zA&=)4FA`6xBQcOiBVY2}5%Ox;TZfkmvB&F)=i8j;d$E_u`%uXJZvJDF*z<+hOU}y! z#L_MP0qS?T$?>u?;P;Yp9YPzDKK8fj)EscPdNA?9ZRqg1P5cq%c}a|y*q7JwIl1!r z;po6)B&XQD)0zHu__v8(FQj3ETuDxPyin}rzSyA-LB7i6xvD%FQd39tS~<(Uz+P?@croht8F!}tVP{L)j5&R+vu6rWyRuslzzN#D&n-4j0V zlb&*{QJO7eLuwB_~JxL)+A&P@I9ZOjxuno zg#-U?7sW1!Q4{RvXxL`2>EBbLavA0|hpRsVKt9g(*3V!(mdg?oFTyc-r}h2uAv?6$ zzds+SN3-uksk7b8K>r|_ryU@SXA@kKLqKC=x+jAF<=O9%;pv8Q$A>wN_B=+ELG?5fXVdo%aNLWpOv#gaq4;+`z`Tueuv zlbgMXtow#XYsg<|F%Q2m+qgyu>}7Io_NDLY>*Y z;K|_0XxOjfWtX}=*anSo>+XNJm9IDdZ^&*9f2`f6d$GLWFA}T4i>=Y?=Qqx#rKe;mzkG`*U!ZAejogGtN9|~r}dI@VRZQNjFjmHxuC=) za05L&-75PbHrJkRAI@rMpa0G-5dgapE_ zpP&bo{loQAY2_gj)?aYm>JZ-2hgM>S*8D(T)*@mkJy`V5N~C00P})dHR7)aKOsp6x z0DtCC-j3L&Bv1mxGh?5M&vOS!7@HCFk5J!|5^x0HwhJ}KQN``zbhfa}IZuTD27$KB z<>vAQUbvdc^?Gq0oGV_I(I`FqzsKJksGSS0U%&atg}69w4J7wS2scDJkp#R8eM{jN zvdM3sN3j-~XqoQUeBTki`C#}-%zEsCz`C;BLh3$c)AT1gwTQqFg^cPA_^Igz!5kAd zr!G=_OGqLRbYn+H)w-q0CC487^h=AIz+&T&eLyt?NT#-q#8>|})Vq2|fY_BY7kK0j z^0$X%Vx(%%hvqZ3b-4XCye7mkoBV!yL@Ayh%|Forc%&0*PSdh_8%^D5P}ruVl?)?h z?3iqjYroycJHc5UQy*fNKIIs3M|Q}w2;tUv%Ww+yqH@YiIGw2+!I$Q3%Q{L!Jq=v6 zrzA!46d=gYQ7@tHSWfr&I6Z%u6LQU}%>E5>{~Z|LPQjtw`6efKE`e=30y+A$Fq?7h z<$X@JDBaimzH>SJAD^Z5`Jf5y@7&w`Y1>$q6SkU!EY?J+4bjaD!C^8#lLG;a=4Tgn z(nmr9R~y!*O9uJBC9${}G<@D6lm?y-Vd1wI*|d5{ZSrpP(`5{XALicM%j=3Z^t{D& zSmM^@I}`V&Ktij`jzfGf{8yXZpzLN|!b;?ygZIxeu->cIZ8qat&`WVSfAwuP-WD;Z zH|ITroi!h>xZBdO;opzDJ07OprS5a%U?I8hWFNJy?zI0ZrPUE!;C}VN=U^w=-yVVt zUzleYxhikt2)2fL|JI`FuN9#ZjgV&5!8(LjY)#b`?MQ^Jv&|~8F25Jm?han7nYmkU zv^H{h$|_6@<==AP?HZUJo)@t-8Kby$oS}NAMkoC1o4ndfeAjiZ>D_z|3OFONK}ovR zQl$N@u-2ZGkfl~M5{SCmMr10xk!O9FkKkMaxc%nwYWTq6+>S7qmCS36K7;C4T7%ih z{Kk@25ORDo4aBWCYqP(~ZbH<*AQ=_(ohvbEXm+DZV(~tK$D7Vh(viTnl?UU&nOKI=j|!g*N5njn$^;q5FdhEOBY!#v&^22FB}u1in-y5Kx^ z*1*2IQo9Yv(m{NXf)F&76!2CoFqH0Z_UfWP{=}m|wy$l+UMbWlz;nzQqx+^8nX>Tn zreQ$Cg!hk%a|z%^{#fWZu?^lPmq}vSP!~=|-X8a{!rq35JEeQ*T=cw!tQ(}$iA7@b zba-NDqv>EiKHOx7ht0X}N6UR;$}t+c6fLbQU+=qx`bOrxxZ>w*)1XCs!vt>Cu}}An zC{%lSHPF=#2jkRAlP(;W82l#3i5~eBpKD>jd>R}1!s5_Du}>ETW_22) zlBt7e%7?Z4vjYM%{23vd;%QAO`yloRB+5=pVA30pgF{VZgK@prBi4!oR|io{FF> z0Y`H^>+Aqea%6+u@O#Jov3wq=SH-C(YiahWml&+#;i8P)VReRqm>ryO(&bx&D*t4K z9^>_+-?Ga{+ip6Upf`DH%#1bOqE+N>I(Mo@T7w!bVsR-~0zrdA*IgYV7d)una5%+X z8OyYkgai!ey=JfLeFmWKbT+USRbOdbQeV|ZcGkj}-&T1Q=uCbL3%kG#ou7}{y=D-X z9N1q@b#ePOU-R4j_hk<$w;^%QU~k*;CLm^z5fn1@8%A&5w(b1to|Hu>x~L&93L`3x z8^a)DR4H0kKW5WLp!u@v#em(EB1v38Juh5CMW+|MjiSRD-Ngh!gzSumKi+-ct+Rq$ zpeOM0`i`#m|7RgIcH3Bv!ZYGETr>>b)gj=>Rv<@Y@?5mIsfR!r5B(-6JKo#*J}KBy zDGiBuf26aG`tNhMCGYTCSDmZ!PG}zqS~&_=KYldpnc+famNNZ~_MuhiBkkEfmX)BS z?Fei%;5qAkUTQAg-_DD^KJZ3D%AbD`7r=2>$?&Se+*2$z#bkfBKyi1vFa2(&jGcqw@_u9jO%0}0+T zM<-WEVrh;rB>L6ly2s1uGx2u*z?Ks}lfX5ey3u-yJ!NzuDDTNXT}e zgVAUhhjPSj0lo+TG$l2UTsL%oKZL@L76fmU#(ejl)+J-^!i0xE)L-@&FpBcdS5 zgW*|i%kJR=0Rozv-sk<%DT9h-N1k4Fv8(Ok3C=gxf0xRHF+S-`d?KrjrN)$40(!Y37=^d(PDzCGJKYvbzpjSdzxmnk&3?zGclu6o%J&vH zcgw}P1dTZ1`)^>zm3PpmL68k%0%(!vh*4?D25QDy25Qk>IgCtcE!}?45WPDy5bp1fKL_+{(VUf}@jBM-cY0 zc&Us%_Cr+>Wox&6%35Pg5ypzF&y=(|i_>)C`t5eyx=Z1Ln+7>Wo5?Yo&6>s~1aB~1 zMiP2DT)Y^-u{kqGK-$u!LM(|mefq|=e1kY;XOss_y_w*xqo;0jW~VLjb`Gx%cDKw$a`)q}u;3C5xbb`^3v0g2R~d?_3BhTi?AuJ% zo9!~VJzIZwo<)F?$L`&8m5RueJp;90U)grkSKgtCpOXnKfBjJIk9jg`@GK?!aT&nj z`?tUPO9`J*1RW!ydw!QU)Z>ck#HL?jVkaMxGEE{lQeLD#;T{f4`kg(-vXsF0X>nB{ zx#tp;_f#Q>oM-6MwGrfMJ=)^Th~==Sah&~|X1S57;vc8C)$y=LM?nQ<1mvi>-PDy_shG>_bb5f~wUs0mc3#|_QofUv<;noLfWj%oc zT_HaxY^H7`me&H2nyU7wym77RbiB0sNrrGikUXk8^G4*z{0#N5`~ZT7dMYrUOf-W1 z>ezWJ?)?E4Ln?_Iy|g>S6%o?M9fSq1+|SWgQvR?Uja4Uknn0pzO(6|NF*%G{x&fB0%xDK1y+vq-@??0JZc0YJI4`)W{X5Uk zr(kFp<2=K{dn_Nh>x=9-z<-^w88{;?n`Ncp?y?E$F|`_$RXocN>v3b)wr1eY8O-qH zU&W!8{-+&AjIq4G{=MZ_XgkeCvX|2k6#*-GyZ%{Y2?t=De8+BfVxv)_$vK5x{2PSlr} z6LS28LggU*BhB0jSXpEoIbJvxScbx|o@zV;|m*@jDCXytG+fCAUW^#0M^%?K5d3G5Ilr*iw z=W><;?q)|~;+wUTAA7dhKE;y&tf{5W5?4cjKP2zZo8|8d?6d3lEH1c`^}q zKJ0w?X?6OfE9)pe;;sM;Q|fkh!Rj09 zDna_cOOG}P(t2g2b5QSLJzt)?8UeMzYE5ux3*+c&jzbdv;@CIFX|wa*3YGQX1KS@HV2ROikHgMf!QXG5hKcvM5+$;qJ~wKnW;*0I4{qFTWftcRq7wB{lP{O{IXZyxopf1M#d zFVkD>#)s}GHP*p4fqUD5(bvXGYh+_>htjw-_#5&wW8`-xaC4d+X0L9?xGJ-d#hIz< zZ(tx7hGGF=1JN)d0=kMS=Q1K$K6;)OXHMAQ zB^vd^N}Dm}fzJ~dbTA&N{-8^Z!}e35k_P7jE_nsp#C&9Fq;$7f4_3>`1~!heE@R)# zWAj*fRa2*l#BVJZmf(nG9_kOsuu9EtI?M}_@VQSs!O>3z#{~_lf{nGLP+=M0g!|+u zm>tIYK8>-Qxvsr+yB_Xe(#hRcQ#GsTu@g*B|7ZR$i-*b{Rc*#3Ql|1h?0$+V3@hxJ z{--4BaR=gem*19BE^MMnYV|Qh=R1@7S^FF`*BYmZhX2dBgg2UvfNGi3OmYQd{*1pf zPlPmqlX=w(JvE(A8n1*MX5udhXngZCJS{ccH3J#q++r?C@5Z)kla-2Sp-vP=ARu?o zvDZx6M6io0AA1BEeP}=y?}*ouAn()xHEw;}c5iT^DCX_F&}?(6b+TAw^P3l@<{&Up z)h${5f9icdR4J~bAKX6rlwn3n3GuYpS_cR|-`HX=`GeR8?dLa4)=D&D{~+H^sQajP z<)s*%tWl3^PnvJ6B!?vs$Ty+AcOcib67yNPUQN=oS0tdp0u$}x>f`}HCuS)NZ}#T& z3o>!2mPKeuT|;bJ&7B?JrVs*&Dyi9``#8k*?@=1QXyC@f$u%50j7a3(I8m$59Az+&R zFH`>a&yAHppf^WN73Za1?ynNX_4-_Fs&?8>MS@i71338rvO`>d%PK?=*YD~`+Zfdk zY9fP;;*i15I?DzOqeLacF$&Uw$1bAV=S_Ah*=(S{jx!hrtWD8Sws@b@pUnQW@;m2p zfw6zQ`k@BEKdAIwOn@dp+{Ce3oDFC@GeaiWgr~^#Dbh={VW9H}+-%c**F@jy4goWm z8kbrGX%Y*B3bIuXL?@7CFkRLAUbY}#(s!CmS7mOUqJ+}6KbXW}Px4EyoAcf+;&8vc z(;n=1fsGlq8}V)io&MIFuRTP&fr_nFZw+?m_nUp46P4qeGFR@m34|(<#QAlJ+aRq zfcMPPJB<|jhZ*aw-p1zqJ3QXDRCDC#byfh&@}OPGfjLCT|6jS4;qlyMi~e&{>Q@yj z3m#%O6l%O3Ri=rci3Tkt7oM(FlUEC%xLX4N$Hc}jHpR$`{(vJro|Lh_BJB?~#Jg`{ z?Tn6fDe`k`5_F*E`QfpZG{s`Gr#<4~KBr0Lp?emfCgMgY?EMX^1JuAR-=TZ~fGlHE zneh9*bqrPdG(0BO+&Qz%p(R}rALk$=7!b zth{S~^ctPTdA2L__y6@sw2{_}n{WR0?QwQU78_42yk^1bPuoH(xPf<`8Ee9wd+&&d z7rmIgBw1})ludB7zDFE0ebfKQsODcSQ1;2QE$;P{|PiTsDs*9*H+ zco$;6e+j2p(DRM=(b}NnJn_y?pd9)$?r+6#KQ#A;r}A!scl@wAL{vXB8T4_rm*s~j z8<4yCb*q*6=tPTyG)^x!ypq0SX05$pL;F^z?yQ#-(}PzQ?5Xis&lY)^RC}&iiv}eW zz8+g4+9?fkoDb^rYVJ4+uS!oKH5ain9gGqv)+kp6x;xJ>gDLXb#C!tFKCw%;?+E=kG9MF2lG<-O`8N)3C zH;J8HZNOpZKf^F`BmR7=%(G;c(KJ`REv0Jdm5(ex*TLxd=0d?I&+D?c{fC;WThYc` zY`~O9u)`dHIqmv5vRQR5kW@3}C^%b!%~JGIID!9tS6^`7ZEI|Qw)c@PEgI5!g<>`3 zeCd6v9;Dp+t8`HcB^5RYg>{qmS7pi?I-gyt9R7)fzObTGTv-lS2ar@*O86)7JL%*c9tR5l$6WGA_ z{?jq3i(G#;k@pTinLw?KTkMw5$w9Jx3~pwbuQ74CCx=vd)Df+ior0i3nAEIv4E1`5 z{N#g7wETc0=Iw_nrLS2YdpOg+oth)yW)QRIz*G`BlBkb+cd+FlycHnx@@1{>)8Ybv z{nquVWlS2PDJ%A^b-y#rXl>Xp5YP5Xmgo{Z=VfFc!6`+VGY@wx&Vk_?b#BiYKL~#fUMLm$P`z z>_NSXV9;8x=X7@L{S|#C0?M-TV``#bk3)$Kn<@F!wy0v0Z6cf}OLTUhdr7?*?_VMU zq?$nf)kbT{oi+H-gd^4d?;x%^% zS`v9WI~nG2-gYLhX-IWaqRZE31=*j6^dF5wflin%VjgYcuj$HMJibg3B-y&73Uw6D$s>k(!9S)3RQEzw6E_!c-R zmW8f=HelT`HpsUJk)!=`?bHIsk3?}#ERNp%K(WdK2&KcZK6dx2b7^et#F$(2Wedyj zb$Qf%5xB)rQSc&d5myv$I|?&Ejvr9}IG$(f`F-<2FQu&XryDIWAfOR}1pNZNgP~3~UZS!#KE6&_?&F|0NN1uZKYjvT=&B4>Nbo}~KvfX+; zI*IJC!EYQ9{eY4)Pe_IRl}?(VQ;_vAzv&}VbMtBaU~iee_O^2iY&-_>_L!2RL3+3$ z3p;Vo;BowP+14Tn(5TPoJ*Unn?P}^}OagOrZWa^{=bsn|^eI>j=&Yk!CRhOI^?Z$X z7HoaI{roukk%9<~6s>@~sl0e36z-vQ`%Zwg_&~W%(CFcq_Wn6E$MKsGfa0h3u|$$h z=@D8w?f^M{jFMYjmVToq-NWaLR6<4El@<^hPC{G=L?twoP*p0iv`oM~aOU!Iy)eI-9^h-Cl+x z0r0^VJ2qn1C@n|@TO=D9920d7j2S#%*T?2z?$=5!TpIVP&YWfavnVD#gO*VrPzqD@}VQ!DW z$h@M8)Km_+U;K}IJ&`9Aj?thqT$wYH31E+YWwfvY(M9bMN;2{>3h9;hdX0 zfJ5(+bZn8}GI~`wXb&Ps#iTjVA2%1FPwju|EOM7B_Xq4ApY788B190hv`G8vP7M2c z2<+pF^*DYTA(6xs7<~uwfSP=r*H-EJa4T$o=QPl@3+cH@Q^YCl$2OTWp@rKmT{~(u zS`b9Vv(%=c9K+|lTOO9_@H=h8?c(~iB&wxut$3rlRo#i2@(p{Nl^CzY08Rdq{2bbF zboKWqcYA^q5%`AP$BDEV@rKj$`c$A??3BMP8C597W|8nNU*Ed4K--pzd#|<2BnMw4 zVD1N@2l&|ZSi1lZmlwp*JUj~N;`TZM*5(=weW#9JRk?kuQ(7mum1fyJ;32Z`K(ShX z^ymJ%wK&#_-{&fYPV*CMpud^RdGYMLMY1s7PxKapK-)!1CQfed|Q_oU>dciA9s9(I79sDEwpoCZW#DZOHID|*2xc*u5+YtM5 z=$+og%_zFrpIw2U#pw`d*BVJo)D&(d>dYgR^r#%?c5%ldfO((o+4$t+^K$vy6JMy` zW&K^Z)Zk?D9?DZsb%~Ww(QK=Mx*_w%y!ehO9n@A;ygkGW-AZp zI#KqD*+1?4Ure1@k|nv0L$^{ZNYgy*e`BQsf_~$p&8qP{6}ob{!~q0z`Z(Q=d3=Rm zz%BATF`aMrh<`YwE!KTL{;bneZJt(3UKLfY9|xT9U-GwhM1FE`qUy%!IcB4n>oHhN z;4KmdOZ{?|&kM;GH7f|C7gzGPzC*U&!2oWGyBCE{)|@ z7^u)%>;3T7Z3HwzXEDBdAb+>$zUI~zLcAv`s`Re%+G-GX=XL0TBKd9{1qlV@m!f?m z$02fQQ*>a}-NfHNZE16s6@fb8Qz7K%?Nh(q^6x%Fx8*r?hf9UQpZ#!l;&bQUMJK`E z38j$V^Kj>VPble^&$n5{YI*PL9kc0FiO-tvg$7IsKYLQdDx}WdJpK6-{M{L9na`^m z`FxEY-waQcjD0E*OM8je)vn~b0xxQBt}lXpnyXBl&Ji2>#rjqxHe0%*q2RWiD!m(n z?mrY(up3jwWs=fVNE+M^U$xp@8E-v&YN~X%`t}?21D(d-d&^s$W4`4$l7g`%O`mnc zs6QyH@*Jb#nm(SU201OTRlS!Lw9RlI?T%VL&w1`em^I5P?b`PmD7JOqM!IwP&)hO zqt>6z5s8||8U+n^EULyL#yf!FUot6lB1K~_k597Pwc@tXAZyT`u5ay zK{YVScurRg*CY!bF$y7?^82wgH&ePBVVs@cGojoO6hus-V#3wK=i6!y6Va2|_5vZ> zFEqQWJKKZ5H@@{ji(KU5N#R8`28$@&9N#MNew=6=XPE3?sA6vNVzfD1MlnmYdyiFq z+r=?haFmuqk70f(FyWmPi-N7Ajc=aRANjm{zsspNa1!mgNk-Qf{mdS^FE5|Vs8uM? zAbgczR&gM$(1#U1<>2b~(y444e=n{$boFk4rjtQ9O=x5DPqpVWj!cQ)`WqywPW3$P z2d)w#en-d)MEwP)=F8Q;t6352}h-+8)Bvc#b zBeqk%F8TuF)GjqeYv1d_pvwE^I{&Wc38lp{Uot2;ebNh#K)%Z_h-BbU5_HB){lb&; zFYmjkmOY?QEnj0{|HpRd1cGBZ;m+1$Zx;@rw~wmMtJi^4bJ@m;rW}91Z(aR&59FE8 z&3K3XzWIDn`iR#%_h={o?nYN;=JVIvL1)DbS_eWuIr^ftcVy+>1*1z^a8sLf_8{eU zCnvdxX#3m6+{-^YIS}$Cj=pk|&#u@zC$s0wabOdBFXPS6{JVVWj>E3;TT5J$6;?VG zj{YRTD`c*B?ES;%{iY8?)|dU6R>};#9GiHm&dTX#v;r-{{iF57R_-JE(qf;AYD`3;m zG@qx*c!}9x)F5x-l{zoIEruyM9fH@6zP-f^xlG}$he{MNhu**WJgYkc)lQ}bN^Mun zhK9m9%Qu5!^PQsUm9rtVqm%+iL7N{=;gFAIy%WRljco7yO?E4X$2lkw-FVJyRLu&f z#dN5G546K(;!AC)`LpOA)MLCb&F14V4^xEN_x4VH@cn)*-}uQ(YegnQ_`6W;486-b z4{>nhgMuynE+?wq}q(_v`zr%O8#NRL_=*j3#edD|f zyVxQ`GxE;F(fp1bt8x#+n-<(YjZUPZ1Wy`h{P#{vI7{~%orr`(LT}S;U+KhuSNGYA zH`a6bcOVwK?@|Exo_{Btv&fVzmHy#xMZ&~*ujlmqyMvNkzZI0Pa}@^tW&K6;9-4T< z$sOf<2s$NR`mh0s*E@cARaM7CMd<_u1iVY@&6{D_lE6Ia*U|JfUGpb=epMiEzB?a( z*P$44+@Ps3s>jhf@w?jhw(s#F720HOx(oby*w=jYkf{N;v_f&g6#Y^9^M)EmbGY z93AeR`ex8c?47;&Ysd509kbo_ZN-{+oyReQ_jl?y{&Q8w%njZm)(VcQ!H8G>?#8|o zAI0+JysTCF_dNVAAEua9`EwhGtWQCecNjkEH4$HPiI4<%l?EZd>P`LJoc()AN)eLR ze|N&~@$wu$U)yMJemH@p@TcHyeX}X2Malf+9BVtb8cdCN9N`@gKSYalpdJRjw+Jt2 zWIj|)W2SM6EwMoH9x0gaiL?Nyd52U9Pdsbt!_mIWpZn$?%dDaYxks|S zM7}Z()gZ$9v!XYdIKs9|%ZZzt!<;GMD@}9NV>4fcV%uM?UhemN5A$E#`F&^NC^Fzx zl8mB_#LDO2Dce31H@z}S&8xCS!L<+lCvd2hB{myP0(Or7uFzV-7<{&3>-~GaMLp2F zbr2rR=idqKl;XahH-(gJxEESY*USgrx(_fUS9|^NQXIK@$6)p5=}Hc`n&i0)W#uaO zGLj#=kEy46KFJACN6Ojx{9ADaD;L#-pOf1~He303wI2hgEr%&Z?63oX7g~?iMKgAP(wXzPim*@Nv8yZWoEm_`5aq5lu;`^_#%bsH z;whLjQ4V!bUF})zvtVLiWL^sb2m%=*=kMr899yov(H$YezotY zFZo+56~R}xD{jrr$KT&9ZbJCpTG|Xm(o5zC-X*?$>sBi8x}DZrZ`vf_H4jc}^caVW z5ykLt%T`~P^i5jld?(egtqID~g-nFucB2u%klOS8-WDbH89iO*bP9i) zYJ|&DBTT%*F(*hg$wB zqGv zir7;wX_TJUId^5DHZV^#H zCn>+%ayBakc6o`_ZeLM4+_@t3XsY3FOWN#&75Y! zgVVz;S<84c)A%!Bn(w}gY+SDKJ7I6RK6hNND!lqm$LBHo5u6WVMHFp~oqIv2fp|i? z%X;5Ae>y2RF>zNP`S`n9S8g?u*ZF6QbqKY=qjKh54l3F@j%LBgIEk;&P+5@lZaz(o z+4S1LhxtaqI?W*c4lPDKKX$ZoIaC`&IWRc%RTpE?-}8en;@4qwwbkiT}~Q^s)*AJuyhr42QuQHc1InZwVrqhvQ~ zF2l5V_&a5yW_PLw$;rhZC@aP$?2|sN#{1~XTW|cQ?Fcl_zq?IVGS1ElI*y+2G@J@< z11@_0tX8ee!OI;s_`plc$a*=JL<-!!GMNAQZJu{7Nwr9AcWznvJlb*PGc-fKCGZli za^P`YogD&}H$O(7$l#orG0$g7#~pvRI!ChlJ2Lq@AKzAik#jM9NeZvU*BGqR^WpHa zv!qK&-N0$?zyY=)E|GFc95L2->jx>9oc>Z@f%w+Z0m$)JSG9wTg1x%Gl?{!TP0m|{ z{Fl>zQ;3?SDGmK^7(`bcqL(~#K2KcUQD5{uYff{Z9Tz36_4hC`RS~Os`_FG2miq1U zyM6A>DL!9i`h$aC;5Uv%9@$H9R2Xx3`f~XgA;HyhoO<%lGzx(fhQquxmXm2 zv}OPQ;m?GuCTCHu7j`Ci58FuV-)GCeyXu(!Lg|{Z)`u4a809; zbY(68z0Z6^K_gi?@wWjZR4ds)pEyg^GdR2u)Df9Xn4UIK_mGi1P%=C%g^YrBA9#g9 z$;(64qU7QdYw*Xw>-xqib?%ci{kl*7RnEc@o3f&$R6l%BuPTAM6K$QIT?KVM?Iqaz zBk=>-Fv`0q@buE4o_qMfxIAHnh53C5{hw<;8^xb;KfE=cE8Gq?IpCYO;&X-F{KIEP zw-LMYubL>FMMUix0lPV2ayWY|KP(a=HUO^V${&V~kVBVHC=OnhGAv^L2SX_5Ev=Y#8!oKm>XwwG{J-q&kxH(9KN z--h+=(1?Rg|e5-@UVKU{JlKnJZcQnts(o*_f z;`4dbBW6QtyzAR))E@eBm_^xgrlH{$hBiiv)ke>sM`3&gPwG zd#00l(uwU+KjEFW+VAgne{Yg~Ucbff)lD~WdRtnUH1^vO#ixPXG=G5S3p&moM;==~ z-&HZZh-$%MN_=-2!kZW&&FYPpquw)NIJfcr-GX~%e6PB59H~~DUqQvk50|DkZ-xFY zk*F2kWCfB*rEzGiv)TeL?}ldyY+nUr8}_Wn+sKH6d0!6w)rUKEKXP5WlK zbMmN0S!82ZVX1(i&<|DbBHrsy(<()d^FH@cB*kNR?w>X3Dw|`ZB0}4 z_v^!>WOIk8oL9ff(X|V^q>dIa=ZFI`lLFOz{Js6_hz5;d&;9Tz(lN}R)MggmTJkgp z&EFD7C9Y@Mc$$`{9)fb!QSQCbDZ3TvJ%go`TYCNyQ96x;gnpr zcT#PuY0Wu*>rmi8ZLMdaDmdp~>XOm=UL!if{=HNNgjy%Thjr}0(M_x_Z~ishIaZGs zbsLvHI1$lneCvLXUscP>VKx>(I52P*s^N8`jmZuT_MM{>rfEK|AZne}@--9g;_=DfuzDm*;q!|a;3D4H$q?v9&Y&&}y`@hc330t%fPjZ@vKn2g4W z@@C=n7B3Gm`|qWoFqmTQwS{t!a46qCImbCAmxtyFEv)oIGBKZjHu`W-bJ0dB|1Jz9 zXLV>t8!?2f0)x84%P&|QJMpC}UR`i1Wlo7tX&$O1iOz{1K0*;`izgdC`X)tjcWOG% zWR8HhzD>i0))b!>I80{ew%Y#SjddMmUlq<|4o`qNq7(e(T%FHHOOjB7UEb zHiE%Jxoe)^pm^x$8+?ZQrl!YX38g)FM0u9ZS3HjeNRXC z!?+DkwAK?$U?PrtBy&pQGnz&t8AkKl^T9J5T*x%ze7|XsJv{!aQOGVh+H31WLryD~ ztaHEGqCwugCys#k@ILFOCr)S7^zzRwH)q*OG?jR-kcJB9dwxjrRjRWz4bSP5!|%zE z+jhRd5!Z@OjcSSUJ^yyB&!_hdh2kVQWIwk>Cv7tFl_PX^bUfiFdv!K)MEB&aQJ0TD zRBJ5ohWkH4Q$={K+s+sD%Km0aX3S=45*J7_jAXiX<(}tS?}v+0;Nhz+f`{*JyQoXI zJirB`GENV=wSR*n{}VUBMU&wqO#SwVkB8>b)A(~UMU_@stF6*MT*9mI5n2a0@F?|S zHk?yAKFz!Jrie;i2Wr5_{RL#G12jHJBnB@*;h_&7Mb?;Jer+?C9`Utqw#8_^!N8&8 zI^oh(Dr20OMtnc2D9Pu!KGdL-9hKaet-4`CX?(Qr7#}sChpcD%bAu3(zpK)JGr!Na zzjdQ_>rBscjqi1#-E@M&y55;ta*NdGNO}E;mVI3M`|b42Y#95e0Xs<2{oYh!Hqy|tWAX_`r%Tl#JMHN zH*-4B2OJGY+4LI+M>=B&r`ki|L+E9fjDehf6PL%~&$(VRAHm;&Vg{v(Ue|}K=_NRo zDkJ|c-wor$o^sf3D}Ow_m*?~BzUQIEm+OnEkh!rN_eN*h~5>dgYr(Mn&B!%@kXJn#itR~4C=6=R=N1;-!NUR7j%ZxO7a>% zy>D~OJ5_Fm-?0$kwk2Wy`Qg#7A_Bzq{GO-or^a+|WXwuN7X*JR<#Uit^lgUsMcbjNxLqsZnWrowr2TuEqWa+WRvM2bj&ia^#*p@lcr`fD zr{Ew_*BXp>9BGd970u?F`+x|iEF53^N?^`kx;i1QoriwUQRuCZ+=sVUJb7r=y?AXP z7~KzlmW+uo&tJ&zkWxH|cwzST>OeF2a}#{rAr!H5miQRUnV0wf+iIdtG`dh>la-l< z=}T>v=|wk4#&{{w8_GoPNg} zo4)Gn`4+kNmCdZiauLOrf=?vpt_ogH{;GG-OEsJWh=5tHCcbJczS3LcgUfQD`T0J* z=U+wY#ObQ{OV`NfA!dPZ)dkmYaVlFOf_%?a+PMZ$?5wPHQ6l*8I=d~$hCpJ@9$KAC z#@~$}8t=ksR}tY4c$X1n+DP+=v#G)p7aQS#-5OD2zK2vygoVj(}* z<)l#-{Y*xbfGsyF7CdRV9m70B)EA0+0bZN8BTW}I!CQ9f4tkaOGzI-5Os1A?E`-BA z4_;I-UUUA41Vj@c3bbneTxd`;Y=3$;)m${LpBdiz+w*DTlPfA}Qm%M` zyRr(WzSJEp5F*K+TOl5HANa*F8t@t2yDr?sRdezr=Go(t6 zPj{6bMS{pbd@#~a@6Sf0tOQkOqeHZg5Ac2KH+!UHGJ`$K&8H`C%0W3QyQXmoiuyZ= z&Ps`wXb?}X@0Qy>V{hZVnGP>*VX5L`Ke$c5CMEQuw*@&kmdA#375fJVgy9GGl0t zEte7PDxOSrg=ahSTbYh(K^#MqFCoXFbgu^sxMDoyUu}rV$B$Zc=*ii)sN9H8@Va

#o6mD=!?%LwHe7r`b7D~<{%cr$VGInfIf=G8Y$mIrfB^c;lq#)CH`vvQE5 z%1_&iv-BJVaymP04k#-Yw0-P}YT6_?8Fr7erUgc*V>mUM_RtVc{Sg9(-PjJ%@b73t!Ysl;}vavj?bg+Gd1_Gj9@OAgXR@!86GQ z**yO$qHeR0%k*Mv8w^zthr1;q^y<8T+qn+C~YQZ zfD&iCzY+Lo z-71N~5gXb5wJ0YT-!5i3D&bv;BI2Ik+p_M^!lP6`o+YM=X(xiZuMnYxe4etMIMmSv>+^$aL~W^)NV*9) zjPaN~wAh)rb}NIYV=X!r_6BDPcJeP-cRdJ0ooV4;=XLzOG;AmYp|H``XT#}Q{Q@#>l5Jj2AFty=En;|o3Vh!9Yx zw{!S+@roshv^t&BR^rIU^41BN4KoS|oIKDU%TjEPqRN~j%Gr#di2{II`kHknd z{_czJ<*ZZ%=iepk@xs-e)u-mGpq0Zbfg$LQ#w_$A6lRZIc$F(T3}agKxdq@QEmzsE~(HnA@@9cMp$ z7CD&FZp?R($`RyF2mjr?c<@q`%T@5|nozi8gs5||N+3_@=7Ya|x^F1#l9i7f*pl%| zl!c%5&eC2Iht}b^t!P&(ajY4?tm;&N;2Lfbhs`tcKm1(;GaM8ShMCiu#Fv(%SMCho zRbp##9V{;TEG6##nM8c4$n1$nM@06>mIe(A(AOjX_{E*-DPHGK72Xwp!fw!C-7 z{a#m-iKacWj$<@v_tO+D_s&`0YSyFXlHp1rMV&a2`=!)@#18Uj!R>5uFz@Ho*Zf(9 zz+HTzZ;zCg;}oPGB0Bz#tZxsh#nFi`bT5;_iEPXX*&~Yg-q$)4hlmiRkT<)I3a9$s z?P0rpCc0=~Zf`9P_hdNo>aKCOZAa)DJD(@EZ$=wdZOQ2%MSWuSvi}mtqU$#AAW?ic zP2sZ!(7NrydymzDF}M5ocM$|UK4+g__098br1YLqeetqIjn=WoRsUv5a2aa^QZUJs z#L>`Eumozza>hb)9XZ$52DI*PF9ogr#3oYH1jp%XmI<*z#elyGe3`;EDtb*LK$>+>A2TXKCWDZr)I z-oA<-$;PHVdyrBHSZ!4$Z5SW=^zx8mXyFDGBw%-<6iCn9YU|`E?}XO5fE7AYVMx!H zC=kM09^)IG#+5UOx`RfxEAg_VSb-1Fixm=u6FGlBYN%i8H$J*BBO(%~rr?|u$98m} z2G=!Zocyv&v!OWT{80@vd#@yG3;sOH!bfX)R>`eT<-?6$n9&owtq<>UNvIv?IzPOM zWazM9`Nl6t>=?|)Q+;f9iD~ROFDTaiX8D$C`8cK2c;~OBqAY22r{$f6=>HXSl>i+o zQ8`X8Y8@W20s6`rhq}JwQ#o+s6XpnVXsXZX02g?bf)3%~d7XC#N9}6|`)eQ~Zu}j@ z!-4qroF>D zh1_n>rilbM!ft}X+HxE${kY4_el!dxBFY;M$`BvkLP~5Bo^=VF9etu}7{s&{`yFUBiB&Tg@K*s3f6 zqaW5>{@r)RMea#0?VU>kKjId%3`nPz{JWF-&)DM6sqhsC?>)-DX6U4}{Il;p(}h`d zG)ffnd3sv(__9bEe18_&@C+hJp>j5t?HPmD#xhlBEuU``Xof!0vv4e^yyRERNc-y_OgPWT;>Wvxnnbrmr5qXT% zBN@Xb{ge@+^}I5_XUZb@`%b#qH1B3Q`TV=|)qsSO$!8IHCs&Dv*Eo(8bE)~fq@*+s zJ+FOUP?zwI(>O;^>Ad-O)!KVRARAvP|L#D+J&u=I?>9{fw^q1u)JghAuh~$B!A^$#>Rq%O4UvS~SumSyH?vWA}j5e=L~G^Zl(HhQi zF)Byf8;S5|K80juGTG+=U@iC*XCc;a*{P6d6n49~y<&F3qILTPQ+O>R7K$4tI<;+wU zA*9odkGq273%@1vlDhNO_V{E&SB`^feWG@uJ*F>bv^e)Ee#1{?`sL1sRp;9ro|UjqC+G&<>sNnf|faLt7TI!TRA< zylV;)vvaXla;#3GrLym0e`>5JRcm?mfN9_1D)EP7d84=&bO69VJwPC ztkS0)R#Z_x<-KjMCKUwH`A<2D;ZuLg_7~lg;Wsx@;ycem3ontcKpA)ViUu!o zGkGaQC2!8ND*WIG*tFu0x}C@oor^LFrAr-llT_z?noeisC!Pp<0?HbQV4cc{?$?3DM{op*TGLw&J}!M3&PUP*%PbE z;3mcF_rqs&DXtO-Te)a$su7_wW?ZL+-@ac?1H5a*X$J6ZQV6}BwvE|IU0hH>5kh$W zea+!3s%q{cbI+d+Tvn>cfb@t@6{hc(*w zHR6eM-yZo%&{kJ^)j9xZSKmGyn>3;x-QmQkJVOND)u5}d#1UZ1fH`f{a`;Ani3pO6 zmMWXVTMd}>&H09@Au@xbyHY`9DxDBLiZ2oH+j5a1syar3ujJDdSs&>`vj-_f^oNT^ z=UTQBk;w9Nz?)a$v^K3Cg2x`tJIB@U@lZ$n8@UVpknq_52LKF>Zv`%_&mR9&Q+=;P`faGcvn(AHvE0lXhXOv1B~aAOWn zpO<1k6dqtM1M07qSAcsva`<(!}O3rA{IwZl4j~H0$mkxwH)O+n;|y9 zLEM~wB-ard^5mJ9_*;h0mVY6k$3eUzeRz>p0{B<<4~{-#1W)jw%K7lA zI!%0l*`3~CyYHiZ6p%0nEg%wKR}>!b-RrlfIM<2~hG#vNoagh=RH!LJR3^I>_SQz# zf%J~??{~p=uyakQCI2j>EcdZKWwiA@UPGFTq!V)N@jQw~OKJwXaWe)msqelrPE~s0 z2pceLj^Hs6gRm3Y)suKy9v6DvO`Lx25$}hGZz~Q9Q`%`J1NnIA($~>Nzr>6f`S`Lq zg|b;YW|4^URirSXVNAVKC+DTUO0osr@lv?j{W@inGP2->2EN*`L<~mabi3bSK`$ti zGx2xyouFqPvfDY$j+)R_V5vS&yzCDzU2($*zl0a)H9D|lEGWV zkC5hiR(VgH{GASWDFwEieZ4gE4MTjbnrl|or7no?TxCBzyvop0SlDq zA3!xs){0nqdwVA;j@LVBtpmm@$3(G&(USJZ~t#@v7Qz=oP$oRmpHz z;ixB$xcjiCayk7Qe!PQ7G+j=IZrMC=5@b7co=WZghx@kOyEK#sNVeL^8U-Q>u=klu%$bN_3 z%+-9m{@Rs)2U_~zMTb!j+SlR=&T&v$zb>eK*HX=&#bwpv$lOT(=J;siX*VEt=9Czh zg>+5-t5?EEX4i_6)`Qi{FFB@VNj+yNMW9YnOA}wG>Q}ZJcr(niTEf%jdD31{*ZOWkr{Uz*E1Jv^xKrLx#Ir6wA_3}m z7@qvIV@9?IEv%lcZ1C{TRL@X$6!ONoWF77H@GFp>8adAUKj&mQnZHGV3s|C|+BnkS zO}vR298Sy47x*?t+{|4x^zTL0t|YjQx_7zl`Qc^w`L~#*3noIZz5&U>ShjNxpA7PdZITyITh95a%^TeKwL;-fQI z`*05ZxG3p(m(OFqUkfXv1(iRm%i4-xRjRk3Iw5yE!q1SmvC89Jt#jp**5MikJwK#l z2q$`<`c0=!wSo!n)b&)rR~@Wb9lG$e{Ij%ZX+9g*b*+!oAeQ=ng|c%vS7KP(+Ih%)u!vUfMYw;qYc0(ySaPUrN;#vO-JlB@((HERR9Epk{*tRT3ZZ8|bI@OieF4;jI&mOT@FYFjf@f zHXp7`F~S=vsw{E_pv1Im5kYm`lcp@D(&*+fNN{9?0Z1TX_V4joqLo}^yLbQK8Mzsf zB-ep-DSWMyy1fKabNE4@kk}psX+He@th2XD z!n47GL98{!>7_$dbUs1GUs($yb&IJ?9c_~EFLM4NEfzWUGQQP$@B5zctPp4IIUS-2 zF?(W?5xA1nuv!k|EuL(ND3PX{C;dWP>*V8GQo}ke>8V~nyedKs4+Mt5Ond~jO3}^l zK$y{HElyX$ZZ>kzN*AAAd6a7+yc9FHWSpFL@gY4!kKEN*r8^A>zJ}OfHGI^qtPG!!m1X&p_wCxE*h{kyBR-MabD77n$Uodn2_Oyln^&GuMEw z9nB)V=xF3L-=ZiTkIK@saKC9vYP0*sSnFG}!jB1$0>anM@exZaL7^_xrsTUSZ=z;g z5_s`Exj%-wOcMnxsmZKPe9<>kHRxF~rVfKwlG2!Z1x*CwH0!%@?BdG)@b1Hl!1y`s zhnF~wXk^k&r5VvqAy^DF0bV&xDy{i|)CRRozjO5mZzkWNtYAwok_?s?XG8gR7z&M9 z*{tl;3mxJXsR4-86jxr)0o#Fv6Q{hStld-fh zsb2JjJV`Vd(5>7{r?@x?^#`OaBV%h;ViA~WCf zc}~P?LvmPnY)J4$aTv13x0##;KChg66fvmFtck+_4FzYY?={ESt>Bn3pZn=p4~Y-e z5zbPF+1`v3ksB?Er)jFHKf*3?YhR)VIsWtXYKT@TPIe3UyQyrex z@A=YHwIue*+TWiYWWBaUy;R6;oDzd36BGV@%b$hMm8R;mmVLvKsL|TW7I_}}%=x^J zPs|(2*6C{V;cY1DOrOEG%q^Ga9VExP+BC5~x%@QTIi{&mBb)PoE_N{cR7;qrewXft zWw#D$J~@u!o!3|EZQneRFuV~E*sD3n2~Kj+lppM-m?!!FG5y*JNZnlL_lhDO&3w+E z=R0yNzC=%M2PB2gwH_Z`yZpYI+L`Wn?_8}BTpgqoW+>E>hCkigP^kvuzEuqi%lXDR z1f0UueDBwFrh}Zq88wc!>YzMmjTSxXi(PVaHU+s)%#xz&o1;V4o8hsOTDHkRPN6K{ zx$9UkVMM!z5$&xA2ItfCMJHfHyXK(11^!-0P#iauhTrJ#%}VA@$MV?U8h3bDVR&?U z`sS~KQF3jYwk%^G>ee6@i2`1;f79$Wh)mH>>G!T0T2zjT&Wt6YSk#&iw)ZJH1vXR= zARS8a47Phr5Bet5i1aQAB=3ABg}z};JgEw&KX8I*U81CHwVrk3;Lj|Zak)-<7F^>r zm{@VLy^qF1X5cs4K|$&#bf4ou9J4n<=ain$)5x3i{VKtg_8tFN0W-;PEL~v6VY`N& zs1gq~@n|xkx~q{C?NP;ETT$tVdcD^Tf?=qRY@I@L<~--z;)`5jc5Qy+Jo9c(`#aEP zKO7|n$1|a8x5T^36?FfNY>YGLY@jyvQtEtG#)s3J+ZU87QO<{xD-9fmTdq$%K~7fp zfU>^F-%acCFnYb@s=c3iZ*|1cDS6;Uf-x+rZrKaq@lN-+6?c|h50VFn$m>l}&loFD zl5$QTMzar>A%eesw!(3Q$5?*2O3P)g;lA(0%c77Y+OMV3@}Srt)B#EU&h1_n;46wK z#K0c@grwK))NYmRd{4LGQ*)KXeM+ODr z{SR+aAJI)*hjl22vZk`)E*95FpBjK>wqme$5#CWLyBKem~Nr`byWwM>2rywJ{h_Z+pmpJUB8t47V zR(1oup(5oo8tKA+$mx_Dx?I#*zN38RIDBC}Ok%XPzr}fA5+FAZKkEN5r;bGV4#78+z!t*LDPgr19pZFaX-U(w6{^M#bpGPA;_UrpBS4({z&C^Rxp4u3hg4B3Smt1y|2S?Qh z7peu?N%?#aVhM!~O&m5qkE0x+(&taO+eRm=aQetl&G@GCwyRDGNvjq!Mf7-8YFw>z zlk^OZr7%PMpd3pBcd8hAypyT*`=0LvkE>0BZFNK8HR|<=C@eEqAFgg{ag08@<>Yjz zPTLW5rPcWNYo%KrTLI4@j!WOZ%M2qu9PRvM)eQ^e@cc7xU5!S>F0Kaf zqEA)I4L5rQ2_MKKutTU)`*28CJ9fza+WB>=8*Z#61}Z&Z)w0L2PDX zBVRY!a6XS$%lSp0)h3@Tp{8aY-l`8aM6)e{%($sJLt3%EyVn8L+0~DVa7};O&&+p&Mq$==E%pX2Z&b=Rm5KeX^18@ zvn$fF+s}3q4p?*gLLr3tFjZPmU#O~?u2VPQG(5K*e@L?>-sHim{#^RL0l%|OWhED} z_>)_K$0eH-Nk95C=JR#h$VBSM*AlG&mRh5-)2^fr0+%Hc(KC8Kp7G%t=BPnU|9&hw z!DfVA!h`F>%Lh+))dXJJ-l6t6zlWnF7UngFp3#1Sm!Ss3#UU5rlXi3Ld2*gDr-GMS z;()C%%5$6slgEA@y&UqFLYHbaFHZMq0H>SL2r^Nx?VAre%rmwVy<2b2=l#*vza_Zg zFLuO}l$@8!^4rhhr*@2qDp~qV`=ez_ANacnZWQP&s52+=CMSoYYc&3A!ZlimP|1Sk zNe+)>v8*vJy(D*b^|Y8h+yPZPeK<;uaS>e9MYr)CY1n+$>d8JZdQAJzP zscw^wtaO+1>s_jcojEwFm)bRNJG()h(4rn;;7MZz9#@er=^KolFq~QiR9K3ghulza z-xe3fn^XNJP6sx(XYVe$1|@kl9L^e%Lh9-XtsWS}#otx#y+Ia3;eNb;Q%!jVUIb1e z=tHB9{6){GRuC$r1gxeHKGw1iwor!8^?F0@71zbQDM#2NxxpoMrB`$Er=r2*2KAI= zmYmMJfwYkEPSYtNo^cgx;*5hUaz1>79-daov5KxDTB(R(%@I<`aio#p5_1%8bDRUe zq?@ikOkD)8MJ?(tR>aLarV}^|1-h;-*5kuR5Y{9|Jks&*RO_htLB~+P{-nT%7&qKW z&+he>hsQXSg&_vh(Dq4OMc%>*dfde4jkfBvp!%fmgs&;Zy(J0I^Wo?{3|q~``PR-w z8YhJ`2HbE3cq|3LaGBq+((`9MuWEPuXEiqiwG~A+KX0p4=YAeef1Vn_6S}D0#0jo) z<6Y@XI)T^K{W*+gX{`KKA5Bqh+Moy6y<}<6uth|Tf6cf19*hVhrLET$b$WhEeqLk? z%Ml8$5+p?cA0lI}LP5H1+D<*LkOePeT*u3*9SLBPUm9NiDxC(dD4WjYl_zz3uEaF*t@(5?AHm#&?mLE#blS{aT(69&)dfm>oqURnW;)n%9Ec;4667&|BY^=RjBEPN(0NZk|ttpf_Ed zVd1=Y@QwbyG%*pS;?UEn6083>F@SQ;%+cR&iqz>*?e)nQ$PAV*D#$D!-bPgABQ025 zcMe`uhYA1eos8cwg;?*>x6C4yT(Wl$g_ObD#dD{f${iYPZz;}e%NZvn*0s;@3H%BX z6s2=iysB37>qMessZSc$(mhVyfsa0He|MUx4C644SA-3pOKq+a&zDefmY~(O4sTbI zMgq5t^Cmp=?`|qBR%DjR>(37#s)XSx%ZAEb!b@|;)$wlK^8Kt;Zm40wi&-uJ?W!Kr zXSfuSwj$8O@jzM-y!y!?rl_=Ir~~;bE(G z(5Xc5C1M8Y*KRJkP&k`P7_4-utPDSUOs55D9%3_(%@_sK->IqrG-^s`@Z*` zpF=MlImBPk<;*`iTGDFhI6iWie%JEFBd&J-Bn%HMLt;?xIIB6yMn-cv0#Nt&{5!R- zTN_o>SQ4iQqPW)J9o^sbQ5KQ?F2ZESvdDpqdt)O|1pX~UnZaL|eAd1nI^wfOO+N*2 zgm*QiRzHQ>!cK3bK#pe5`$mmpCQe;i1Rlv-#Vo;FsP&?u2%{YM+2M|ewUs>Yrrr(FBp`aw)tnCPY5kF*0y+3)Az2*2i?Eh{ec=C9m2!oWFhFA)1)bf zqo&v8-9nX>I#P#o#eGBZszqFevWm=>@;HgT>tvYY8a$4|mjl@dljmFtS~)HbT*XRm zO>~f+@s8ncm<>IszQYt%YuWz65(d*H0vXpZ?#hS-cm}oUz~E7w4E7!Q3`8 zh64?CB|g@6D++02?8M)eKDH5{h9th8r??{cSI~aFiPKy%@`ra@E=X`y26%of?(w04EhrH$cmz|@I6ndm0!u{jPm^3lrlMY^w!!RKBU}n zRX*yEK_X6HEQqd@!#LaK`pP)Rt+07s(Kljr(AU!KP2#$_v2nmuEAI(ISrm3|S=X1DyJ}tQ$9O zP+n0dUYWuI*Hb2FA$6bl+Z#Q+21qLBWgqRWNr$z5GLFl1 z<7A}s-bfs_nA)l+c;fh6Q|W_hlC(vxtM?kwaoMp7JEC=V6ED)VcpooWI+t-bY8jeh zvOK?2MZ3Ydxz|CVlO`8%Rr6%MD`+R*<0W`o(u`g9uN!@RoA_CTBm4eli7u!;(H1qu zffK^b7TJfEz=MSqt;MF8HtyV9lc{ef+@_}@s9SqXMiB!3Kj3!joI0bAqA|8#~GRGM!3XM3B zt2sHqK|yEuxBvUd;X4BPj)^_z@S9GbGexZS?(17(b^1O&>9YF``1?<_e1uB9(&z&3 z;t5=O?_GC#ZYqg5c9b@i10T*+7p%nfX@4~JZkFD$I!~;!aw{NnBtIIS&-|XIMALR> zK|1Aox~V=*oqLyEmPYl(xpC}vnEfqbHo_Jkg&cz?IfBaRv<^|zllYOY$R(25Za7N7 zBcwU_mZv2L+EDvHH@iN;JvBbJ99?#6$+|M(L&UhN*08R^0Ix0_QY(8mfNw*MaLTbN zZBqD!H?@7^itpVLHjRA2Qm-%Rr}yv{A56&dgw1#%sjPgw*(U93(zVz3e5jYJlU#Rh zADqNrq;4^@M^1CJpq5MRcbX&6s77eRE(=OnHJ1VYl{L_cyoCI|=vA;cMyf7Nd2*hhr(0*i+B& z`)!6oqo8eD*ulF7qj`#1dao*qZ*DbY!MAUIr2Kk5-__k63mguiFFlDgMdl%z(}f${ zx;o61p!Pk>CK3R^beD)zXP{A%!%&`|HZM$~9A<@_a1H5X>$JA$Jl?}`=|N=){Ot?{ z8Mof&`5u3JXKjZ`iVKr?JVK08QgFwLMv(+E&Ebu**{5+r8l6{y&iHgmOOvuucX=RF znfX^~pilq+fN?7|D#~*{^sDIJ3N=N_o0=#mk7Qpb<^{WS z1$?)YYl+HC?AIH7eZ$YP>Cr=PUK#FXzKLTtQ=22=$?OI;^j&t_aF=~-M^$Y zwS%)$O5FT|OZ`e2*WTajD$)>-Xn8Nzz7USZ8qs)or!jr916zFSCFvdOTZ6Btp{Gh%gNmL%=@PC(CBaTovb?dk_YBMICIM#n?|SDBJoAj zbDbE^y0Gv~s}fST{duW5J|7+lL+yp>JymgTrRPI+5CT{^%|)lD6T{DI?g{uZ$q7Qz zaE88N6^?j^cx)rDGD<3HKbfekj=Y0YAQB;Pcx~SzLk#OdrI!d!{w(x<-CwAlmZv*u zfGhSbSKk@A#}RS5QL9V8i)rzQrmhdiCmY+b<~*};C2tGyubcSUtvJXzs|6FAx;~VQ zQ?L2`S&joYBjCjN-d2U%?@#yLI^Wx^ud8I#isiDGBr{Rl*EVZL7RDEkejG#v=SLA^JE%ET3Hf_s*)2N`FF>;N(&uz zCvP9R)#^ZXp6&cb*`s<3;$x_5~dGrG=s#k)V9JWKbCY ziVtk2NRv|c&eezHkh4eA=ftPm2~y;$!9`P-D-@Pff}lw}3MZS*1Do;tyU*sDZco<= zIz+|`fsBZ6QQRFzL#1+KN2q3~4OPo^Kp%^7uDYMOK|0T4_QlaqwsR|jBSoWya<{1m z!}pu9%FnlRi5+-}>Rz4V&5GvWh^)n)BB&CdP`%2(I1TZR+28m}4KU+v-7KdO-c%T_ zg!#3YcSR>^+y6orVtnwBvbg&3Qr7apQ@nZg{hUtUgV!7VueYqqa=+)*O;+Iow+yXn zHyyfKDzdi<4R|@o^y(1*Oyx=$@lw4X-N~z|L{)s6&_j@&V(YHbZd4yR`|o5k=qirB zR8d8GD`)=jQhGJs983n^ZP`5Ph~eGoL3hRN`=lg4q+s@N7lI z5C^M4X@a)&4u@2eK76%xjdvUR!Xu--)vL?wH*my{XLPHeb!$$NZ0$}*rG9gyIkCAf z_y{d0IaZCb78nfIR2lGj!w;ek{MvG_>O(Es3JpzE)tUJFl)M)PPDPI2Nxa8BNonY* zAKtsaw}xWohnF7F=dE@%CC4X9RpXs=cHNv$bq<^kdZ&M@$*oYj@l3~nuUXu_fkt`f z8-_H-wFkZ1%2h5W`28YY@BRJU=SZj$MtXj`=Z>Pou*F|c?EQA28Vkfre7@a{o1@|a z9<4G#N5U5;aUyYHtPM4EG!94A`g}O2_rniq3HBOU;U8Q|9MlBNQD-&2X%!Jx!846+ zKObJI%gYKPi!<>P@_$E7i}yE8nzTFRI%u+$@NpifOUEMIg{s=1YZjL{z8}u@8L7NM zyf^>soFSKvZv)rebi^<_i3N{?yG_*Lh5Lp^^L!XYyP%5-EGi;J}7-1_OkvHZ6}L$kHFm$6B`A+-I;h3!&kY*cgIIWuS&W{dWyVsI2ZXm#dW zJ?*qsC4HbL;Z9+#_5MBI!!~V7xOtlD+Hvdw(0aJ#IJA~8Vd-1oFYxzesn;^E_gr`X z0B4s6Z;<4XcQe9Pa=Lh33k8@DN8WYo^^#=2Ilj8uL`BoW=Kt_BbS)m8qIMI7w-5tS z1A-GyeWh&un4>zRkejgRba4Wg6ubd{f7cXpitk(gtUlE^(X?Pz&b z9;e5r)lv1_3HMdPccjW><{Y0FR7ac)=j&$6<4rCLz93yaRt{5Pe*{U398|d<-me9? zXe8QmmeBfZ9Q*6;Z+J++JC?X#F_?^#DGk^3oix^12d`Rsj%CQqb|i+B0M~La@#Xq> zaAGt)GAi_YXo)w8iLn))_jhcZ4#HD${&J@;s|0`#b(hh#(o+u%ykCa~2^o$Y<{b-L z=}44drc)B&y+rW@1&TLc3fp=}jaTWclsv7JtxN8l1*wdS_Gbb=M`qL8wKj>4x0mg zOX-V%^pQ(UjA%UVdh-r#pjO0S$B-b7>ONI>>J|85QC^(_%7>xlrj zUCpVcFHo)xO-O8Vbd3BD-!*uD7>=ude^t8laS&aI$hj3t4J|s^rKfrvaz{%-3|n4= zHGsgUepNWu;^794S>hUGKDr;iqP7)Zs&|+22`|-^g70Rt{8&ZRUR{~r<*T%C&`H1% zCJg2h6p!^i-$T@nfHi0B_;4h1qBlLpP|jyT35?_s$B&m8bw_1x73ja?_ji|R1SB|* zt5yWZfs7V!FtCi*5X7hR7uxdqJmMuT0>G}D`TR3Xn-iW;Dcbiu5x>yhT$dU%;{)o5 zNq+BM_m``ng>GBY#m7>BRkZr)Ye|xcxjOI6QJ+IH^jRWXmB|XBC|Xb-%eg$fxdY!; zl**cLHAv#VRlDk`5-*D2F4c~glEc5F^Y{xwrMKoVbvPo1^vbd<5%{z1TXQeWP$CY*1Ip=yM*W0 zRmUC`K+oo5uuAFShC0(}S`p)1v5rQLVH#Vdp2=+lU}ZOxP=v2#FYB2Z&O%pp65kO( zr!c#IFx_y&YS9rwebQ1enICENLHsgk%6j_7YWTR#3aMw?Dq(F^Cpp(6zjA;Mdq zx)quiYxUtxe}5J}VfNr6bhN(bdo;r<3i;*i`;tPGIDVs=SzNIMj*5(y#DeGd5-WN{ zv6$~TZ8v`w24#)7!~1^Rj;T_Ma+P#H(m{70Xr3P@>2?IrX3nR~P%Ys$==0kn@BUUx z2{9%!6;z?dHQZy}{YW*h#NR>dDsxn)T0VaevyauOB|8*>qdS_GKh`D%vYz$v$J z{n*W&pza^VrFexlWI4{DIMF3~oew>6T>h{ppYbxHPO;LVawt`+E@Wox0+%RT+u)yZ zOV!D3t|abo1nP$u`9-Iz1J3^NcB7P4oyuGq2>y^8uLOOgm9L8K0w;o?Xil#jrxN~& zs&v}T?OYxLO*P&XHNyRSz67%v?cL|De6IzW2GgmII#h!fqSqk@FaFTBbHeW4XOz`)?nH&K*WhG9M zz1Y5>sJ|z^MVXbp*=eq5E0H0p5kr{0*%&Ms53VgEEL`0YxJU|YIrQ?3#MN>fgv@Oc zU$`>4n$H*6%=4)GZ2SH$Y=j-BBa)ddmxl(cHSBz9Kuaz&ZC$%b95`Y5(%%4MIaKpb zf^Qr|WTgQk-TmM5^+ZdVa5=x9TOFlDjh_f-!gR8*@B)>P-{UK)--CPUO3uR3cSj3u z2exwm;gA->9sbOeLXK!eduYl4)(Ll8I2s#)k7hr%sMopl*0*%;>TjGD48u!Qwz&fc z_?!6-f;e@}@u?SbN@_3_bPbxEB>rxn9@ZwrfNy-XhOPCq=!==SRFuNPIL*aOJWeb# zjLq^s-IITog69)~py#tYJStq;1HdQqj)k<`dsmU?N5ppga6Tek^ep!`%pwmG=erbY zn(;}?rDOkmyI2{VBx`)S8zSLJd<3sdZ@2vBVvw-{a+X~OZ5mRO(`i6J%;q2?6|B|uH zS4+KW4YTIG6AK}Llb=7KpnkJy8hF`KP!|EHm7gCj7OMKAbGyZ5_=4yfyC5boHheHKr>m+j(oMfi+@k4Ydk_!uU zx10F9A;2neFEh#u&9S2E*w!6udL%eg2waC-uK@4u8~p_*vh+BHk_hP3QSZw>t#-j_R3z zwxhfntRpD!J^ySwrdZ(aY=@J<$pBBgvROn>q!WT5q2v_k)0~^CUP@Y&QM$)1xPjl^ zso}X}T%3HI<1NjjJIeR7)XCeP@;Nmu*+S}QXQenTsB#Y$NhZey)E!LL)5Wi3?35t_ zehyIPtIBoas7SJG$?3rF?K?*~WXyV;ujSiOr~s)K8J5?q4!soAlG#$aBpbZDWqcjF z_{8(eb}Wy#t}Xyasyh~uE6OHC>hdifGJH8a3_A;B65=WOJYUs~N}Knd&i7|0C3r*U zA1Cd~MIdhJxF}(%`r*o|653v)xmRG}?d(t`B}um2Q>CcwYsUDNvVcp(B8r^DHW) zkMHE|vr<1i+J}oXk#0EnI~011L(IYUt&U+5pKS2A`mW~&f7Y!-qe$AGggH|pilF%1 z{qP}ycl^(BY_^wBic*OGs?O==IEN-B5hNdoyCnX$f~p**X9WyL7Jd~XOHh~aWnM@ zQe2G7T(%B3IV1=q5uEdR*S3QEDqNiHn}4HLFtohh^c@c`;dxps5e?sx^G8d$xhlU& zAICU1tNS*KhB0zNn**M>ZufK>We^-ZPyNWyC_5sxdK`67 zLC#iwP_|nTOb9#f8iIs5JjtaJeoCpo(WzY8YjB?f z<%~v&^yUs%w!9O%<}gqN?Y%q)D!niIt%O?Q4eE&Rl!rq>j-!WIcFpmzDdNP~vzdAY zoN4tT=Fs#rt9JrsxE?95@zusgb7P zw<}jD?^1M7a`1NuhAG9x)E%!bA&~DV8C`~a8!F+XSPG{I9eHwi1e7fHMigu0__am2 z9p9tmHL032`Q}SI!g)V%9Q7Wt2uN(-@Th~B-d-{pTO`Nsk3s6QJ>jY^M#Ir?=}c zpRA}XDBE@xypNneDGC?XAU63e+jB+k3X|z=|5?B1=gdltnPSwyqb+-r2*G~CBYTox zTQB2Vw%SE|mbLTj1%GWlnkz(LS1KI2oCpKWYcr_y?=`+n61B4w$(9?*KQ{0?m0A?s z&>zx!6Hn$^>Y?0b+MBFM#DOC2g&CgkbpK||k&?4ina^F8@K_};I5kTbH|OGm?c&Wt zrFclYiKl%n#>n&43KL80iZeev5;*Frd3-&SkWr*jM*jNHXOAgBacON`^VTD8*t=!; zP&{AxM`vjAsaO?($(%f9j5?vn`xxJ3=DR4yj#yqrVaND;c-UiK%XMkM&!FkCl=Jsy zRgc46bs&aJ6Y~XkWr2<~UM!7UR1q{>ph$lFTgpzSn&j(LliQ#$1Z_qdxp~+(-OM%U ziEF!yDlle!YLHYxq z=lEAq$G7sYifq@gpM z`6#LZloz#?9qr#5U_dtr6M(UO`n!i z9}bluLYZ{j`<`DkQ?k8#Q!JXO_1m&1iE@g#3Feq(SV|b>2_?@Q@W<((6yJs3<9BBK(FbljA=}bT}JW*D&uNyfq)B z4c9qm|Ln@Bs2%F_Quc={7_7ZaZ6&MFpc2>Uphk;w3_*;%9E{5n$TO*B}*Bz<%=aO$2qA@UnxjBpephibEDs$^4#gLAWBl&rM^T z+Qe`r$C#z(Fsn%ECIUtw+yKl)B#uKv86^aWgqLWN%La7Wyx@Mfv+0OH*ZiZkV+j>ASHUyF1hi<^jTcj6RG6O9yXJ0YJg93lJI;iNB5KL4(aBWkj`EKa}0 z6PmO>1}SFEKfA|S-X&^(ozK55D^E3!-|E$&X++SX4kw(6GlAFtnL4v1Nm3w&UZqbk z#tw1+iw#dMC+n|TMw0|Vfa8nwefG>lu9EF1ImLFy)*d-2;CC1Lwi8T0bLk83ChS)B za_#^MTeRX*&ui|y*&L)5`F^;}IH2~|h8mIJzX|mlZqt?oi+|0M!|Zhw->^up`m!7N zVdKm#kzf$;-OFlBCXUm&v-LeOoE(M#`^mxI9e-E@o(=KjXe3{yEqs|=K`2s(F_rff zrx z=vDwykGH}G0;fvRiA>-9O1_-3MrD#yjW#JD#-Tg1$NNAl|8P7fQC`9wrq74R%{D}3 z`VXHy(xGQmnj0?j-2t!hnuFxs)OaBX9(sA;_A&34 z&B^PA8kiHN4wOtN5g6AYZ_?CLLRKqq%{)Z!t41w)69vVT))^UvxVUOI@5^aSq{E!o zIxmdKZ~6?zS!j|jJWy-z`S2p=Ch0`?IyQ2QBv`a?BoXzRulxJul#rl;spq`*k!}|+ zd__7wI7~D>>>|9FV<+Ca6lp`-*ZuvvL=c3^H~LBWYNg>7g(!C)s_(HlV=QTW?by~=zRH9@&ztRrB>eE_GU@&qy{AcX_VXN z2(c50xZ}7c8|O7IBknkeOV;+#CZ4}|W7UQs1vDl3`3BVD-MB&|c`L7{XFvCjJ-z%! zcXEnwsHuBIz#_lbI90Jj;~5ATZsXi?TNLj>x|74fn08(%d>1{NPt9pq&3(M5nqs&N zL+@_*U;ZirwBI8ns6HKuv~YsUl0oV8HHVm587{>F=b)4dm6!q|hBYT17jtn=21`DB zA;&FpzOMB)OLjvQ>5d(Aneq*|tuN(R@TJd$$<7D|;2ibL9QmE7UdIV) zI^X*s;<`*4zWeO?UQv~@Nxskq%HJgzJA$a_lgxMGaJ98a1YtkV7lLfoipfDi$TK{2 zRSz2JL2BGGEb>3Qxrmg_#P5gGGE@G1o_oIO5eIma#q8yTAPer*$Wtggd*8^N* zepnVkBO({UT>B{1}Doh{TDL`BFt-)td(!kLokTl-y^~iwSSy4p63iZ+Que zjdt35e79vA-a{PT&%&;+`w`{kay{;rdlTW2V5Z?#+V}3SeS^;-Y(Fff#3j8Mn@xkl zIfuh>P|d*0&2=YUk1tiH%#x`5Hz8EDzg{026aq5R#`)o}#yhtV%C;PPxl7BH&XZib z91D6PTpCW3klAVv7Y|^Qi)?Lw$(=?0S(=cA>#H0TYtlRtmF#ZA8wfa@AW>B_zUiaA z>u#Quw^L;A#u0;Qnb#F{HQ;-;$RUERVpea)9g9=K9asyL_#}=do5@}eX5+(AjgH?% zlyBttsg3=7)#ZzLIKt?eKvTjE4bJh>oKQ|aTuc0f0@spq(OEffPz}0pagGx-Ji?~} z+ssd;pg+e+HSCVWiGI(Anf;Fy#TV?PWRd2)5v43qUVJ~#2uKLWl5YP(m#^hD26>k+ z$q4#*v)u6mnpY2+{(RbY%4Y(X*-PGTh}P`oi}4+L-`Njoz7F->?S7XW4RoTW=R|Qn zyT6CHf<9Y?VzuNVDJnFKm$;p*rS@L=m_4Pv#%no*LoJf;B$Urgk*o4}D0KA1Np^@C z8(ffQ;zXJ(y)tKdgcP%kl|wM?OUsxb&WvP!cEg^YCDo^jo1C4!0hb9>=SN3d)&EEFd-fM5Hmr_*yonwdD%0dX5I zWZXRb-rj29_pJYX#5Wz;E)PWtduIQmhn~e3CG9yJ9A^8fZw`27S2jm2%|VF`Id#q^?C~@7NT^PJKU-B;8mY@C zjo?NSt|oKI6illYd^EF*7V)4b-tawWIMND;ek76hxm@M$nQ3+sijeuL(|jJ=*i|BG zmS>#%*apO(d6ad;9&#tBWb%rwv4`=kf>KZ!hsq4vV8=^?YxbxJA4x+~xY4`%c+yv#Ha6)6gb9yJzpc zX~4SqT<^Jd1OdP+QQ6pG3)xdS`*-t-WEiRAtn(@Qg?gA8c)AibGoyv^e#V-Y&m>#9=l!2|! z-=|3WBiUvv2EMcVMI<@uSniVT_R^XO`aV^(5k-_B`hP(Yl2$zb2} zXOVDbJNi^nzj7AtwjLIxN(k%x;k)*<1Xq9UVMTM~SNmJeT3IGhn5y=Bvq=Gj3oI*@ zx9SJ?!nKQri{!3J8STNTwTm0?{qGKL90}G)TmhMlI-*ir_~HCD-+k5R3W5ScNfhMovpx)p-e1(1#@qjOsVTB_%8yTov(tFO%Kp{Q~Bbe7WN+cY2>{Gbz zTlPON&%@)qAoI-epl?K|1&`8}lmx~}^;IwZ=~x2zjQk&w+jj>C4h(Lvmqs2@C-Xh=F*7a5 zDJw#&c0{Gm-nHI;t)uuKBOFSC{8gA}TAV4w55ET!QjKT2UtG9P4@r{YyHT?9u}=rF z=5Lqz%FKG4HAkg6`Vt9?z03b$0+qiha+MZI#Dd$Gx%@D^)`v@yG5lR5Iwp>$Opl6Y zN&>&}aJcjwB6WQgxXPG(+wN<;;gj$(ybZSDZBY0Km&Q^CK}&pmG81I19oLPj{n~Yg z-yJf9*kEW+>2kc4bH3L-ELkh=3z(dqeT9{plYCXSZ@6y?7R*R9=6v1U-N*@mILmf+ z195phu9B-E*aqJ2HdrFDzBDD7B(Aj+QM6Lua9Y+7e%kKdQ&qgw+s^CZ=o)y*qStGm zb?-VywYJl&`m4WR#R*zw9RF0J2Tt|O5q~4R9Mq8ZhtK9EwP0y_I5oTet{@(&#?Mhb z2K1zNr~bi<@@mC#xn4KJcWOQ#=VRDM2E4F>!rQn%)nh{Ner{nmRQjWud_;P`sUU+p`xJ)yEI zwxg7$BK{xMTsgT-Fhs~feK78uU)c*uhAU$RX}Ab)QoU4&oqA*AcivCtE#jwqI6)#; zdOB-#3M+u9cl`3Gw zIQh5(+srwsU+G^yuCzuX;RbQyxRlaWkWA~-9jVXDohPm?zID#F7TnCj zsoRY!;}@lr#>>Fw>)soQp~>I1q{h6m7qntZymKUZyrf8m z8qyRYnP|@9mk8dg?Szpu58#xn%*XcUP`t9IhU+8$qqCQLMm6hGQQ`07ZHRX91hE{czy8>UuISsZa4auC zF|A1xf?IYy`Q?L;nt|WdzLhxYT0Y821=#sU2)KXgQY>ZX&o&s-&3g8I`JT|wn~`Br zBv5M@8v2obmGWj1Au6$4!oj>s&%tnUY!T(ooDtAbxKPT>V{ghwMZ3p^L*(b>M3xa% z52_^|&8w#WrwF3cbw&^BPPK1T=?6_$>QJdYZZa49)^>id!mHe>IIewZgU4+x)5Om8 zRe$0{mWZ!LjT9+s*$-5fc(jj*rR`<_hEpxp>Y4t~x)O|6e1P52BhYKdmUyI1c4@*m zJ?+$MrFp#*JgO>`<4LJ4$eDqTsKt>+G1yFeD#OVh+m;4%mrkcI?__YH4BdhPML#tCre`m}tgYrx=)3EH$Zdg3Ie=Q)icQoe7B8c*yJ z9}M>iw|#83T^sg%-^1tpa&NL<_P|O=3i`hwP5GR+1&${vc7sNJSB#!0)Xvh{dvA6( z3N}Til*+GjYig=p7?Ih3XXEpy2DjTf*0JDo^|?d)D02Hm?erzA3UIkocPhRBZ&d5U z1d~ykqq+CaZhFP~b0jn^Zg~t&xMd$6>Y#)G5MqD*++(W8^!C*f5dundT}! z*=HTzf{0hmlGgtH`SSXP4>Tf4&g455foJtsPg-Mnc-K}HQ&ZBgR>g(N5k3{4_WV^Si#~If@116- z2#KcMD|d>%mZP~lO_VarrC#4N!N2$|*C*aBH-C0~Ca^#9X}qTzZ6rZk=`CBcBwJW< zh*gh#sMbkm2}Vc7zp_19ZVth5ldZ4)RA^fRIQ6wBIVB4MsjkeYZ6(&nCkFU0;R?ll zgro~!4i12ITA)FXCZidw0(1Gc_n}lqp?G9nw z`kaWMo6XMlA}WgE_wPJhsU$u&Tb@Tn)}}esC}Z-T0NxaPCe*rS@yCzmxQ}JAVgH6h zNaDq+NmfYw8rQjz!nT{g3#U+zrFmCr@sd>;aA_lV#{OkL_mZCqP1mMrK4;N!xtn5y z=0{z5LXsyoX*7RmsV--wL?xc;>OvOM4xyO*84G? z5#nkAhf_oOeI=wM!71@|`rrpaVRnPwfp`unUa{{SctVf;FJf53B`7!w(DVyxHF8@@ zw!ik;*Q-bQg{Ck#5^5d}X3*|}J-ZmO|v$BFPVYPcy0mBmyZ(fj1*(5wY0oDg{=;N8g%J7h}= zsJo`|elH*RS^qGC9ZRhuZuORVd(|BbNTO0sMvrUOo%W>jvH>&`=t%*{TW|Eyb zoF7L-@(U-w1V2jf=nKEwkZU+dWqB)#yZg+LL$Rv~b=OHeCeE2_40)C>PSo1z+0eYc z_Asl31&$1_H$Z|w-9V)7rrtTr&9fzvg|Uh!o|-ta~RELXuj4f@Yj;oNEP z@QEuQ3JT+gQ|W1AsWoS!3ZL4au=SQ%C)$=8&vbnVoX%n2gI8$M!~NG`xWf$pAsUABy}?Q9=;<2hhw*wkR$}BhQhY+YCV4y zPt$RhB)Nq%TO&~5^eH5avUfu1pL16UcD~+8aEtUt%E!D!P|;a4ZOm`x_DxI&FM^)7 zQVsI@Zzi@ktFt+a-PKzK=gA03l6-yr zRLd<-F-vAQ4O(nhA5bNl-LyMDCsK+UvSG)#coZVN83*{uX{cKOM?kp0f<`JX!nKtB zSL&f+@rXh!Upi9FF7mk3G-eKyJDQWT*R&vH+cS9mLL20s>eXKyIcrBs0Boh@IN^%; z;8t0$?zYQ{R%(A=qGiuf>TZc2$DZS(bBuYb;&fTh5>q9v3W`6DuUZhMyZ%uy_PdO_ z3Nc-Fe}8nPoFKLNJMlt6W>{VK3ON#ooVNu@WntQKILqRxtcD_2Z{XJso|ZklFTK6? zb3>RA*UV`xB;ogtEXEiN!q0`s)B@u7jn#kWzzHm>5j95+OE&gFP$IdBQ@j-VeUsZ{{HQqC zL_Pr_(yG;S4_+k|se0-il9|GBA%x6uzeee=A7b_)ZaQXh79Z@Q%T*W~FaAoj*X9^7 z&Lbbs;%2MU2K9v5)3{1gwt6Q^wPt&&b500jA8Yh9aq*mp=Ha?84qpf_N)}V)^l~l+ zjIUplsFzfCcOK9|tG44|@#3HCe-fXFRK3!=>y^YDtCK`m^KUwZPxxt;qChV9;b=_h z$C)En7<-YfdJgnE8GOf92reC~r{- z*~ngecvWYnCkT?P5CcqQrLEmk?wM zyiM`W5sSVz$CFQ68S;{4Lsr21SuO}<15YuI+s90Mq#fd}HnSl!k&8DVRf=hf;7f%axa_*s*C2AmjijD^x}@8L~%Bme6CBF>r*Z{nn2?9HWU zf=mBm;or-7-V2(1s#q7wG~dq86w~Zd!t&gbdwIh_;$ub0H*SD0heNqIcP!fXnk%G{ zcic@5(fj8TIB=3CR#bT+i8ya?~SrWN}2gw_XJRtCzDS)eYU^$ zKT$^&<#fdajhEo|m6-VV9`~BE)fMg)Ilvq~H8GM@TeuQ;$)9cHsSN!r?4~XIxxcrA zQlm-T_Q6eQQ4#LV?WoB;$yqSFv?^_luo@5bF82e6Y|Ew~MSW&!iR^ee>XBS7|c{^DWk0*p}LwM<#V=MEriz1d}d4$c~*Vj~P);AG=G(`xzw>16yE)bj{tMFrXy-DP3HFA77P)2k+^?RBQIIgpSF?_8LR%F-EK6Y|%^aaWEk!67O56CGG^@gPJJ@ zzqk4E@EP)810$@sGOmQSMfDh)S@*%At>y9pUhDpg>n%-4@?TIQrd~NqX z_7@V*;G>H3NbPrZTtRXlOD`7Ml9q$H?`g&I5EZu3Cidy*Vp$X~@NztrWFDOC8YV+7 z7DH-^U(VPy2V|kpe3syU6MpY1qb1(M0um1Irf0Iw*Zuu!RO>&cIK@h~zq>SCP-?H8 zRQO@{6r~3EfF&q#)Vr7&GV{7?HqgY_a&D@98-H-b6sz%Nr&QodpwUWOK`SV{1%3Bm z!}Q6FgvQ;yIhpC^?#yAW7OB1;PbNfJJK?*`^sP}NxzEGV4~usK%}LF{h=a_qsdtc? zxK_8OY{`u>#>0!^6*NEM{5O7W9KUh!@4>P)Gy%uepdpi?VmWpj4wb~4)xYTF9)9ED zZB~EyTu0w%?lvZu=uoQA*K@{*!RKfQf#ekEHuxo8N`LrTIh7@gS%hn^Vw}X5W4A=J z0`0I^n2$*ol_%g*=_GKLuYY?fH^^c+H(|>QZWap@ZJl&%L$So&l%W$B%o@!;<5n z2z|SsYkkE{LHHy|A%3@iC)*De-qfM=K`WE(@y8yIvpD}u8W(7|`m>#182;cRQU`{} zPRw2>F^evfama<}FoeV`2tpaR4^A-FW2`mPRtv6DBODU7Xm1Xr2^?dDOTA}vC@4na zb@uP!?R8%=NgXMRbtIHGwr*+JygCR=H}@LUvU$O@K8c^VL@q9tM?KT$T>T>V?LObH z`&fc7Jsn-}X+J;b0D;3UwG+3;F7WO{5)I+T8xN=N^*nO#mreYz*;w*RQp5J?RAkyf0fzi!DBAbQ9XcM=+BK-|HI>m-KG@ z>gSwP;iZ=t<=5W+gN9MM zh}QMttN4s>yX6)oxa6|uw)C1$xp(QFDw3T~r3g)YgqRQ`hfkJ$^Dxn?-Vc|%Io`^2 z@t5!-RxtHnomh)fMhWd0+T%6LX(PM9dkeTfPvOnuN6P56CnLM*-drKLdGNEO_>}v6 zaPP&Fc1^RfA70ZylryS6JX{&P#NAvF5fU0-t`TbB+QW;OE{*#}pnUzF?TM%5TPZ{2 zYz!Z6jrDM@o}T^sXHjvZ(WXFt>KkWQn#JeYg!FMGevP>m-^52+=T6+3ENZ{(LUg9xHfxst>K=Vrb?6l-Q=0LL6`K{mA;m%PCFRoSPnA74@=9&#`j=_!>?= z?wSuLUo7U}&izRoSFFB&oVdH@uikr2Ua{^O9`XimUVNmSS4&q!l$g%O+q#V$C8`wi z(Mls@zbUvwZaxgSy1b_%%F^O#`)SU03tB<;4ngn; z4dY3scH|hRY{&QBg1p#BytXe-^qIC@xJb)!b4yAJN2z1SY<|m>TSfFy$Cr+(H}vo+ zlE~Zsu0&_eNeN_C`*cfn<`yu;yg3ULpg(*aA8}ym@h%d{=>2p0zHoAe^sEgZd$z}^x1t-wO>=@Pgfd^^uEz(jQ%SnQ zoux0hwOrn~?X#OwMSwWTrRk;;FPhbGK9R@YOiT$Qk~ss6+aMF(b2Rsw=w$%WlnC4= zsWkh{Y<`@eO7lsuBXP0i8t>^S03YGo=b?_P)}iphBe>K*8ObY$xp2UG?qxL?-ZQok zsts`8{P1v&m-tM-#LIwbgzoP!=g6OhxnE~I4`}A`5{y#*&FT;==v4gHjmP`Z2_s}q zAQ{vO`K=?DJJ_d*ESBv5MHBvT=of74??hR;+5MUCos;pV z{1M1c>zm^Gi68y`D9pMeR{~iypQpaqsttUs`S9`H;9aDn`$MS~XeQa~yKk1cnMCPE zs0s`JPTV|;l!WJNZWj&yjyXNWqNMu#bt3yWN8&i4W6rqG&6D_${7c*^YWse8lN)?0 zD=(63YG{`XpC*zw>4{&9vUpEJ_~M7x=Eu5kBtmbZ8@QIKcO4RT*AH*uTq!CdIxF!| z^Uy+*CQrck#v;}4sa)0d9_v~){vI}tjqGKRV(wqP+t`~m1X;XGZT`b+kJtZG_i%BQ z>>hr2ehKsS|o+r6+z$ z@gm%$+K$)0m+bzG^O}!dd`Li5+g|rghJ!!R@E-&&$~hkQeoLk1Fn0~FZ%-N>Sse7?9?86?XsO{^EeoNqFtyBVq?FYM^uMaG^BZjqTxt zUzEFZ_vYGi>`>jfa~ze~`GDN}7$4(}g-WK9V_YYDK^RFXH(P3x@5PFTJ;n$}ThCG6 z4_++6>ISlrhtFAZINyG6q&MZNvk>;O2?XBmS}*Zbi)xH)Pr-o?ntQ5#Uk<-XjyQ%B zx=upx#k%-C-P7kS8_tRvc~j$amU~F%bgx#D9=>c|NQqwgqqVMww+Ml8yv=&@eN%}1 zW%nb$T2)kx=D}OmF<915IqrU(sH_Qm&o4jzuXt-*qTSF+P`G;5X8cU?yQ-f%9DkhT zZtlI`@FO-ZokZ$sV!4vsx$<{+kbtP09z6Ae+saE0T%+DA!0WL2x!@0e-Ph%Bb3tP< z46ClY>Q@Uf{+xv+e#~eOh2q0WuJTGlM?SlsUlh*@m&meln38I4rR~&*7a3$zL4{ee ze>h8PB$ajOh_ZjUHM<{+yv^(fhDO`?gzUTmr34r`9=t^ou#EQ)@`OkYObN$e9<9|! z%7k|?=Le?s{M~yIm_K}vV;ml~^>B&cv4yu#Q%D@qR{ieXGJDT{Dk1CWXHwIg&qa=r z7c=!hEBnEdS#rZDdDMVQLmNl+iu&om%ZZfdDY><=A3p2xhBWu;JLm0A`RAkW{_c7o zOKH<~_1e9Z7(N9d-|3NhxT!W=iL-#+4H9w>r+C@Rr`PW7k;0FnNGZv+c1;Q{U-zYy z{JVrV!r9)|iiIWvcPs<14IT>d zkCXU4zg5vgKh^9q!il)$c65?nrN;HEh@TU3_V?zxJ)<&wl5v zgu2Cj9Fu9MOW=Lk`scb@et2y&H|uuZbXF8dPvorkI^X)f2h;QshfDV4+Y%E*S}tp3 z_rzg*9fof0jUJ+oFY>VN=2b>~g(_xoM1e96ALo#leZkf%uS8D5P+{KdzBVu90Ryx+ z;)H*B$sfwQt7+G*QeXQfYM&+QncVB{l@|YIOy;1nJG;5p=<>avU4QVleMZ10QFHjP zNqmv#Us~~ZGB|?Lc)5mA9-t%0O?}6o5pJo{(&^RCL#qDD&gNyrEml;ed6FT}hIG4J zllOgpZC{3%N=uUm_^f635x? zcQ}+~5;!)QcO&xmPX2C{!SD8Ue)+qI>h8E8qNeuX9vsB@x{C!$g~!~h9%+6#n6kcH zAonmCU%nCqIffI_da>UE2jgzG`>*X(Ws*9|k z3hY;22B zEdps2)3#Ew`w5AEJZ^{XH6LrCmKH@^cZ(`3yPvq6a(en0{oy+{qjslZZ2M^lpHhae zey(v|X5tg(-_O76WKp$WTz37o%AP;Gd>OVyoF~T#@AQeHFIbsR_K%E=-BNem*O}7{ z5kSe<`>HeN;a<1e31vNM^1l3CWJ+fBIOpgOzq927^!_z|{cvyVdHT2ayRD5VHzxvh zPIgm|)5Im1oGYIiD$$h1G=F96hwli=Efn`w%h!tzO6dQ!H6to47=}O30_72bw`*a| z>R;t{eIDE+1sfHFoxKxfDcX~7_v2VWSnUyN&wfhv0oSPciG+os0>+i?4@!3)&izEk zOq>$KaHV|YxWD#88XdR_5K8AocY7W=d=hMZ1?}vV zJMk8I(kdi|$=mo{v0wI&*YkV0a!~l>=H1TAYkzj|A$Dn5?tClMvfA3=+bH?F$h7CJ z>{=A-hj-n+=8!0H&9`#*`6yebc&N8G&#?FSc7dv$PvREoI^Fom+f-BLk^RyL-?i`I zE$*`L3e-9CcS+GnB~enrv!83|iCT#M?@Jr`zV2Re=Ie{HO_GygU(E0@CExZl_Z>=RL%UcO&1Fs8-A zY^(1#n6bWUH(f_rq}*dGz~B`$CzZ z$J-Y+U(fL<>B|f1o>Mh{ml&Vyg+@0~N z=vA0ycL+7-tsW(*NDOtZmeW(9`)WCz>-&RekfISW%i)*(kc$Q$>hTf_uko_2Ar2Ohkw^j`GS-Q?y-^MA>Gv$z`gLN zzd&B$9Vh?Dm?o0GZL}Sst~#*`ykH#MR>(N9k+E z9%wmhe7QLbC{EZq#Q|8d`};lVx;8!u6~EbmP|QpAegyTwWdsY{B!rU=D8k#H^g6IY zv1{wYmo7HZK5ycPM~VVZ{kNGh9I6k$m0#jKX;s2v2k}Y{f4!%raHGcsi4Ma9Aa$kj zneyOX4MM_3`1f^x5_S8I3tT_n`dT?5$s2IZjh$-R?Bsl-`W&OgHNLlyVu~~v-LWHG z6dW0x6TEJ>ztC<|dxDqEuiWH4Y7e_ggxg7cj3ok&IC;?6-HoQ?vmzT|FNjX_?BR>FoN^(co@M8TXzQ3q>BBjPmgu+Xd zO)oLdd4rYSQmMW3?FzLzkDn#xG&#Iy6lg%N0zyu$UHgO4>D%C7p*bg zTPbV=UT1fY44Vc8rLBvJ6&dF1|1RU*{8gb-cwT#GigZ9UTv^%Ay$vcE}%lKL~1x+Z;Y&o90Oq)Zv6&mUs&r!;w;`a_#qXbEbz1=v~aNWZvKJ@U4S|6*7%q!brS$5mOPej9+UY zx9?HY{MqFq+9F0_f66E~5!(`u{=@j;T^>h@P+h!J zCD2q)D%91obIR^I$@u;f(SG7BSV)J{kbB|^J!s!rUwtsFy2(-t1#LbP=~p&>3R2kf z;Uyzaka+IbK6t%i4S)L$^BTop)b!P=EI-4l1&~O@a7v3B_s@Bc?F@(0Az(TyD#V>y z|KPcHCP=UHo=MUXk zu7`KVLTmEc-*e9e{?s9r#1S$Mkt&TMH|2V#a|kfpYvO<`JI!LOr?Ia8}Iko z?e)BdyaN-$SI}=1`GMZs>WvhhxPn1-n~#g<$V%C>%=uuTd=IZBO2$PP?&v*y zwOG}0vxMq$Hr#qDKm-6`*B5j z?c2!$O-fX1xxNk~1rsg*bUP2~= z#g$InkhRJTLpGC>lT+cea)u$5JwN>Pq)0n^uI&H5p4Ea&6prz>Ui*=5Q}RpCdhJ(i z$e-B9XFl%zDD!d4+NI~>DdfHfs~{(hQQ#=*Ef;E-C?5v7h z-EXDI`F&mzx~GSTs#EAck*=@oo_LqYd)ctc^wQVXbZj->i^KLbi1e^(ANdHJw~;@) zNUw>4A@o^%^CP6X!+;&=d$s&oD&1mlMEmfZ2iJJHoD?-3k~pw;v!S-QcITu`RicTQ zWcPgM61Q?R<$nF=%>ni0mh-(fZN4g<2`U(0Q(|Y{)WEB52wSOAtLC$IGJs>{b3H!U z9{rIpm!O?^gKVFClZvt;f1Xnef6<=qemfWEDB9UqCQYUp)wK0G#qwGZt!6holk2(f zE2uq3S-8QrSUCGDZx*QeUqMs>Bk_9poe)!s!Lb#SLoNeK8R`ak26r#^_9(*Rc*Pf% zIJKtnvlTk5Vf?_&7Pd22yzk-l6F2zOS?i1egr=Yst?CC20IwX%V0T)L*QOiqcklWA zD%ntW`o(ZnT@^_ALCfI`Csc_=edKqG%Q2k9Tsd6hEY6+913 zHCFB6pI9TS^aDO85rb2E6NR}auMb5mM%%Q>*EC!Yzt*_fC)W(qHVb2G2_RE~UTq+BcPcRY}XV(3%BjgFSK8J65(5++;?f zdqOlWdts%Y$VtJa@Os%4md3YytvAeeh zEp@+6Pf=?LOIBIgfBHagl< zBObRLbhBm%!lKx855Jj{HsBTxDw>*X+kxxKt*4zCf|8)t9i96};VB=tV@OB27rI|P z`{_+Zl5&tj(3|5V?W%_~4Mz8u{WMcPQ;A5)R^nCkr2KUc^8Mw~fqvDrz1LW7`A$eV zED<)o-*pg82VPu-jDPRThk}kvy(9O$=E_Oq0AAjsb~;qI=*sK%F+g5cyhBQ4w_F_a zlZ#_N{IpOy|HK;$MJR*r@WC^_+FJEz`lk<3D8^0aCzCgM@C?HO4*?A zRPNw0xhL%OV-Z~Jk;NjRJ)h6Cr=ajt|Md>j`_2}{zIg@KD!=|WvG1eyg96;0?eS;C zmriO%Sf#YTi|q>*IqI}Wf4FY0`m~T8&hhN7XhE0`pIr!?;%5cLYghDrW&codx7gPX zsp%*2@dXDCaaaq0=)C5+qW?jnR`w6^?udRycd4!5xb7is3ro_2OE3lSN$l^<&LpWV z4wY*(xwuWLW36aWL4nhQ=T_|z>HXr2+cUJ()V^+!UJ$mbXTDJ)@F*7oC=dEoC|V{y*6~htmrHw#2TrpSi;!%X_tMK} zmjh+#^NfdItEic8?V8el+$9<19zjViz+XOBfnX{=x`WUA%l3#g#Pys|eO%|ki$XTK z{4MA0W5pwz6lNc!E@9|P6lEM!=8Ca0@r|0vQa2QFcn`p%Sz)?r!N>8(B^PPR{Yr zFbUni-{nrG3+NI9@iBaD4XtGy3fCI+TBbP$O&sb++1ze_BGr82$iENr@V)B{uGp6R zl_6;>0)lX>^fGhSh>XsNZNX>X-gv6$+}LQp)!t+_TpzKfAk%s;i*iAwKr7G2kPOs$O7HXOu~Bc_F@WRrfN%~tM)HPSwo_-e8_`o7vQ z$gy1c&Zit1>}z;K&wRb#0YufV6x1AD2EWGj7wqq(y^b8^xGQs;4jsw(X}mLpPzP*kvDL!L@t}! z%5c=x9fvtdGcDUA*cjWwouvA`=0_Rmn~d*K-m9g4{gM8c6+NYmA2%Y&S(oy6G0>ne65Zz^E8@hoMMzO_dcKA6Tm1rUpK< zC;(b2e)F^q zuru_#NoU8adXq;Twn32B&xCKjHP zo^w#BqI6POlgy6sDH1E03(Y(n(l6VJI8I%gA`S%1);pwL^v&iCSxmYjUf}$>n~1L| zq{hxD9mDed%zJ@~*tde#o3t(K0;zoqtAL}fS-nW@@8MM=UH$&o?&B77H%hOUIG$R` zVUldhCPg|0-16BTf%g%F6{9(|BE-u=l#I%#K@x3Y%76o=P+m2twQ@!o#uy< zO4&(C$u)a!Bk+RrQIRx(|27}$9)U6(`Izr_I&+e51d~q&j~)@<;AN_JcYu zt5u3p%k@~`eO4RXqT|Y^?bPr_k{d~DEl1xd#<~wnw6=ByxRrLzU{q zMvQNXz)ATX#W}0mI(Bc7f%9<%{2o4!6umHfTK%#;x<%bNuGdr>`CJQqmUxe6e$ITC zf|-2Dtin_5@f55~ge@V#T^`(&|E;9A<;)iH22ivJBL#uBl7qba$+8AI!NK>i6VfQZ zLdM?dx%VN=qt^! zxGY%mW!H|4IlBi({R0=XzY`13&KnXeK}-B`P`u_y9&Hc4y6|m_OLsV$Oxn@P!B<#3 zgBzF2$m_q7BOZ=Q@ekx1L~N{wh8r*8%SooLr^FYHeByrXOE?~tyjk)%RPv6(PgC5h zpI0V$N68$V2vYmC4?>nLN(on3qRMt8d%|#ziBxFKseR(rrn*VAmXRt!+?lZ#GNB-7 z@GL`LdJ_K>vk0j<35aC-5h92Z%XUr;J{=?uTMP%9q@L}uOv61w7E;OIT{A>vR*~oC zjsM=^DXoso=kE<4anV?4_aJks7ceSk4tss4Jy@!FF~u+hWaoou>;4yc&m*tZNPkpa zfh5UUPR~K!Q%9*@WOG-stOkzA(DFAv+k1mjf{WB^ z!1r$Rx^GLtQ=K(;J-z<%0LxH=hwjfiX$mh$hmS&xY`vOdJChvbVn!3CQ?{T4`}Dn! z#LJfAnob~<%O>8I3PhDLKV2|Mz9S(K(}R!n_!NcpXV@G_ZS>c?c7JUZ|6EHL9j8yv zM7`8&j?zvGhYT4>`_vD1CWxm8>BiK6V{3h|ZKyCOB~UxdJ>GlRFv4L6rV6?3#w za`2R~eDS6h$@4w&d+?eUjUu#@_<}ccYHp~(pV`k^;SQT6#7ZAthPVP?n7!}y%_V0^ ziQmPQ`o@3F66L1LSv=d9{fHweLgD>hZr|kJW20`wt2( zw!ra5KgP`Mo-HgNb`TAXSaN^S`aW(+oSvo;YxOa&y9axp&x?#>W zy~|ykQu-S8WmBAGiK|FV6=(!er(yQu<0l%&dnh=}%W)J-Vv=+( z^{D?`x3_nD&HJ``!Jx+O7{>>}MgebiDrf}WRlSAGu2LluuTAWJ%7X8vXaL7U6SG5d z{LJ4SQ0~X4PpRSe@D=yeDL<%JF}Rg&DPLTUi!KfdJkBx9YX`q>C{#by`MdRdvqPa( z_s6gZj2XYTe#Pdf6GPH9U&^&fB)Yt~o{Ts8`y@?94mMG8>|&*Nc{X%#!Wy1Gd)KoJ zYVByBLt6`(c+oshRrG|^gy6O%wW*TT=3F{%P6(C6!tC=4ige*;RBN}E&%C6%XmuU$ z%;k2uC@>zqPrZ|i?`2QiuXG1p4(D&SN3o_yWDAvo{&0e;Gt$D&aO_EVaP?CCd++uo z@x6m!hBFLj<4K%qJXZ-p)i8|T-Av&LmdH8IWCV|}p8AJBNHO~zvh}; zv=nsiFIz(q$!DmtU07ig@1cUC6}6q1M3Ea7eblk6Wx;#lyOv19x`&2|UVyvuXH}9t zybqCdv}ce95fXWy8}Yher{|f7>F2YOCtI7({dV45HVU`Q;Co7cqioRpMa=c1i2UJ0 z3MUR3zJ=42CKBc6Uw`YYDi<}*=1kiq#y%(aRA&oC68vDOf` zn>iXPLoCm6?`P(yUIg)mdQlR`%GPa@wEZvGEzW%Ju#w#yJ0lL?m1Bg$&5{-MBqN6^ zwH1GWP^elf8CXh`V(ggxy+54#Ccjr@`)fRuPo#{*?)229aGcUPM5y6V^pb+5*Ze|) zeP`?biC`3e?JK(#K6N1^w-%OzY|kBnMIbs5XZkPIF@_#Dr3QP11C!>2Hot$tgF0My z0A8Cvd=lg$TWN7)uTtM3LW<_&!>d$07y18t`#WB`_qW(>4t}nOe=5!r(@V3^gmCEd zqvGg8V5l3vEAL1VUIL9~YXv`Fe1RcC^?sK+ljX#iVQwA4%QZXSZv9O$Tm!m&3`7l_ zaT~bIJXYjccASvJzq<&}rt<&W_h4VOy2zb(4*q^Cnj8{8?$%Rtiu>KdI52o9ZXemc zt(hMBp3>&RDPs*Pd&p~NP8tNgo*a@2O5%;Q=2$uP_omPPCqi>Rq7`RmnP1w*~3pn zSSiKAC7zFp-L0FDbV%mw2dPi-txJgEVfHo9#Wzc%hl&HgrKOB(@rm>)i)UIu@Z~8zyp(mM_*5u z#E)>FE63pzSs@Sc$#Bg@uPB^y?a?#o$y+SETjd0D{hUf??Lk&a=ufx zAAVTQ!TiyCKFu2861ePFzQKabWJm;!Gv1t0Fg)yeA%i)($HhC9%*!oxG&3N8 zi|$vW>DBBlOS+gVMMa=Q`ivY$NphWqEnmpM=R^cad>_=(KAcC1(ICHNV~7-tj##BjwDKZE zj@lPAt%?&ngOm0mCDl6n)_9XMRr(*5|MffhOf#gdbTE9@))VU%YF04^>tr7&G0vC* zE(ku1B%xWqu#e!ACDMD3j;-pktqKhkhuBJ+oVNi#$ zhF>>#-z?@DUMQJl`y#)Erl8C>_Ohi>qB8-fVoXg(iK2Jks^@TlH#otdYV*i~%);;S z?KtKsNoxxZ<6ny+$@}rvY=5Yqi7&a$lV>K;!=5}9WFC530WV*PFP2Pfe0M~c`Lcds zDfA%j7QVK#zBhcbF?akd2J)N!zQb32vjO-y|$vuA;S9l3irnQykK&N{3*m|e>X5@3hr+31>7fL~S+D8ZvfHyqwQ-7eH{R17^V%1*WisQ4?|Fuu?)Z8-_ls(j&2 zKEZ=(oF|N+C3TYC*-_T~K7Vu75?D)7LKRyxmBh7j>|ETv^2q_+IW;0E@a>Lzq3j3k zw`1*{yD(dh9>3l2tHKrd+C$>EeEB_f=2OXQHuXvdyK+7i#HydIWjPJs#Vp`-^bStLEOePms;iQgUnJyrcw^rbsqvnPKk#VtH# z94X!G{@_(3)AoC(yJY(k;ax>~>saqq5#KS14RM0+!L{0A9DA(Sy|OQ(``uc)YbvGS z`m8wazpwj*Q=OG8PukbwY7g+iA*;=inK_0J0(jvwt;jQH^FxdzmQII6FmYshM_qe2zpYBa(o5%~C$sgLoYfW-x;o&dD zdg+$U0WQH2BhT?RtEDKX!5(fuB_UjA&*SO%BnFS}yeK6hX@Uwnqevt)eVKwniJFivk zm;AD1eVpIpa`UrOh#Wp&_Q-gca&%^bM;B7sMubMOuoSFzfjQH8Fn!a+0 zil}(@RpFX%tKE(9y_LI2UO!Po8+diO7kIH!g-DV{&oz53yQt6>J6(pj;E%g|;*5${ zR!n>NkX6Pwsd&oYg|~27a=|uPOE!R zMY}}Q5`}2heEO1WnbVhWKB4|=FY#ktOIK1Z%cb(QR0-S5zJBna6p=DvHD3X64FY?z zte{ZM?gySp^@ojC2EA=>TTp;w%pN+&VWqc0DScP^)nZLM?#1fGv z&WO`ruVj~Ok1THZAN$6CoUn2aEQmH<;|TbK+uO!D2@lBFyI!<4vx$HsVH)-ry6bB` zyh#s%Kofi)-8hD2jpa8;B*>Y8sC8I2qjiV3@M)4?5^3J(NynxzMQa$c7Tg2IZrT1` zGvp~2DNJ|zH;>3=B+7M5&qB4SdW)0}YPI_Fl!ZN2AlC`<4$CmH1C>yY??-lYxSkZ7 zXsXw}ILtT^vY*nuQZ7>`veNCxBwzEsX3qJGbNanYX6{#km-zd7?(Lk-Q4 zxC-5z;+P6>6Z@3#y?;O3AUkpQ_%`z`Rw8yL9sJVA2Tl@L%;tHls47sMa=r&X-|%Y@ z-#3o z^6%?+ouw(bE3X~OfqquP_mhwn*MsZf%cq*5xgxkZaVcP>Gi&XbBMo}p)lxFe-wA~Y?^P92F-^Ynaf234XhU}vwZDT8vjCj>U{71O zb5!t>iKy9`&PNz>jYMgvN|s!c4t~vGf493@U`A_qH-A&xbCJ4X|odv#1c ziLDP;2tAtLGp=Vh)Bx82ctD50VSMCKBfR)o>#!&%uxJXII4{-xut2ISB(nq-ak>aK84}9^1n|+s&{V`0&H7Y7$?4 zOVF~Y`-xskj=rm;M7_Y2unjkdX+^$KZum& zWLA=SJZX0!xBbIq?&x=q>AIy-@I^rsceri#8t^@2wbQ;Qt+?8E1%YyBCFvI~b^fEoF#4B<^Zz-;}4I**{KBfqd!iU9JlytFvVP2*j^gJcxPE{&4xp z0`?78a0tM{_4U9kvQAM!}sxS^xKR? z&J-NKDp z+qgd*H5yxjgfV{j;-Z=OX!VEZhf#{0wHQpdTCaL1HD#bcjv8} z?n^kj3hq4<%`h&n`FWyb7A7wrOVB^D|3^QBhO?jhRaNio5?+1n>)0zFHYKyLy&-}O zt(!t@b0khyatxnhnw{gnr=HkBg|GVkV5LLoT_NqAc-=uTL*?~yTE$R~cFS(iEzf=? z+4A|bCC@|Qy?=gOxMUt4#NTXQ4ipUWLUm69PVbYguU+ZW@J`0B^U=edq`CQAwk5nN zaYbcPI}c$TDQ)?Rawpz8rr`GsDX}oe8o!^tc=6tKuTn1C3eIh-4Ebex@^Ns{K=iT8nO=B#nC! zI2GAFao0o$KksL8Oe9V@Mff5bY;QRla`W4F z+3lcSNtmh~fBbwUr9E8P)p!tYA3f)Q*3C8B9a-hX+sL)huesTClt}h?efP9U1&gFy zZ#;!4yDFMgKXH3UOuIb%TDHCr^wG{+QQX#SAwvvY^3CFO^?r;?tUcUu4&4FD_eNh} zIgH<(v)XA4-go!P$BXjj@*28t(t1CCarU2>`{k6PE+Lv7<$?Gn!z2J^8e&I7D&3C- zuH9C6OV$wKcK0xC-J~s@ER>-vR%*hE6hV#SGRyvpON!LKs$Mx(k+Zxm&UwHsHA?Jv>7HZK%JH$P-6DT>%r-~j(3+s+TV{{~+y1dNmM8m``BVUenE zRjZq}eE5T}nwC+c?s+7RdXpat72AiClxmrj(}wrz%_niA1*HQ!0oK>p^D>GFriq^3BxjT^$qz;EvE*WLBH2) zmF<$FL09Tq#<#tP!Z$PGL)ff`;PdM)93*MI#bc{dHdlahBj_rtniu6k2{;z z%fUZ=;_Fo9VBT%P;p!jmr#i9?&Xqd0_HmEfnZH|!E5$2k_s^e2t}#nU`+Cc)5@GZt zlN;6^K6fstYhu3jhc)h+O>T@2hs)7>4hcG6_77dtm;F~KvI`H|XW`=yF40vl=I+#H_MbRntml z%WJOm{upIjziyyvo*i@~Yql?+L=N=l_#Bbys;N&4vEUTRS-xl9v|}5Z z!!aKoUUm(^O!gi6mQTjBD$>?^-xXYVGrOs-<5T-Ky&GLy+r+!VYwj1MDA$MgFUXC@ z9f9Z-0>3tPw}n+Qq9eHMJhShLEr~-8vHi4+rY9aO{z@L~DVPV|B4iQWyX;T+e!eGU zC13w#oJeN6w*V(g^%?4e(F@nN>;=Nc76Fmli!)>|9x1xfyjbiCxCZZoQYC5{CD7ox`+w={Y{K@@mURBv9 zv4G)=ecM>L4zrA%Ei5Q+A(n&`0<`R<&+pX z&gIC8YO-DJ3QYP(q_uU_%d-24sHfKmRr2{*a|i#L@a1@#@L);Mz9-4cz^PMi?*F{g znZkh`Rtgm=nOi}7QF-Pxm?tK1-9Lqs%9=PAGGCv`is%pDkx9m3mjr2@K=l%vWtS{j zZn6qUE7uE0WXl7Q?EWT(SDK&Cc_-lKe6E|nMyJ(dy9mQ(u7;j+D#BITp|ctymz@4e zk$aCU!I`wa;0V9RG#|vfUwgEqy@{{n1_BRh)M)>G>wE2w!h0jm@HY(z6-*O6j-4j! z#qY^IT?0-?BKi>t+*%$F&drf{(Ax`NSzIAJWKuQFDf!kF!0s*bb+App#Ibg3b^lqT zr}ky{Op9p!jR($v?eT;NeBgHtN=_6WiIypNT>)=-QnhTyIX`@<`i3jHXjcO!(lwn$ zdB^kXzB@aFpY5(0RQnle4zX(O7URTY{-9P<)*JW{yV3ic@Oe6whl{xeKx* z+G{(HZ>#s_)v}8_cV8}?UVNfR_(<}!Q?=cB(MDWI4qH{V+%IG1gX%e_+E1#Fa^(Hf zY^eKd#JmS3>A>e|t;KaJ9kXypUig;Ze`P=T)INWPrOnqIg?9VF=eNcW@7)U8uSC0x z7d^&!Z#?E+1f|S0wu;SHkU zY3?=Bd38soo4XkNvQGz8Cd{_e-vp9{3xJu7{;Koyx0m-xTH=Xx_5;p}A?m0KED+qqlp|Se+9#=Z% zp3ZwwTdzGerNO^MR_Yrk=H7~=&3Py7O#@Q3EeQ9xGvwkaAs(pFRHuY@yar9>J9;VR zlLjVZ%FQwL$HT{PNQ8WBZ#h-zYAyq~hQ;^b-6Ix&Nx#l(j{5iKuUwS;2}ADXDVS-M zQmv3#iQ`M-jhci}{G({Zo*W}YexJvF?eFs1=apqr*mM%ThL~T|wbsk24-ZaSY>@s= zmny-q9ycgR^h)*v_rQ#d-UC&5j(vS+`I@khILwLXl~r#cFj2hrZAHk8ov1l-EqrPj zOTl5J51cyjT6fICgw$^tzemjWA7>MXnt2^NVoaZm2P|_q z9`kqaU4?5v6m_8fkoXDiY`yZj-Z&9(@y1S^x#nA;e9XZ*?wap;@xNiRtLAFtC?U`E zy<*M!mgTi6yTkPN^5F7w@Oy{)njf~lcaDm-q}BLJn}eY}+@pDQYx6gkDUHB0?ay_e z!b@9bZ!OcQ6J3lFnlmNQLpYx8DeaCqxVO9Y<{qE6MG?8DjC`zn7I&XY3oWkrUBdcJ zh8qQD1hF5kocHkbmTBb(aCDMlF7FKQY)-J%OK_n-KN7!JJ!g3ESbl{?dZ7}pg}qau z)WA1op!ryziJ8D_lVTE)o$(G;5&nz*N-wcx+?G1TNP1Yxv>V=xUVm=p1C&x+_ zB}w0e>q;2Kt^X7EF1@<$%5`3U|BBUAfXL$g(r_b+69Mi7wh!Wl;f8ap*b*cqvLqY% z_o-)873VkC-bd=>V#CHhV{-B1%a<=%tjicPC||*=n6%Y@DfvlL#Bh7d=w3^Ynq)IV zBN(BB_ZG>JcF(WdO1t-cq;bl&y`uRE4{%d;g9z2& zkRU-edl{5hIRQm|nn~@-cekAVj!f_Rx+i})zWRFI1 zcMHn5Nf4?C^0k=*ha5c+kAwna$0j*l8t? zaQZjc-FoqKoa;W*fT8G`ngTN|;+qBEyQL>%Wu;$}-c#mk*OT%s!aYQ&fK>^iV8h8y zKF;0Jq2+n~zz>>N`x{nGlit&c93~Vd+?H?fwRyFSK9U+$tF%{Pj=w_tw=Mf2Ygt=6 z>v=c#DmF2m%l3y$hSblQctMjg?8(eUX@uleKdiFVkvv^ZRMb89I-iojtMkSzxo)EF z%W(U4b|gL^oX~ULrX8ViG==t?<1oB6S0bRm^W=PvRh)Hi>!h#Q500VkiX#+ey>U{Q zRnx%OQRS}o&N!#?-4ZnkO+u76Ja7wg%oaE~CC$Y!s7M$Ow+q7dicPz0MR{ElYuk+R zuZZ+C5ptifQ|wY5NtNKb&yd;=*I$5U1xiy-24bp{fK&A0+!x|Nd3YT&lF$d*s^{Ug zuT1Ih*S!->lx-rng&+@O;U;eOb{f7!$$R4P8RxyIMF~LL;-ZN(h7Kd;7w#$z1b}UW zxcR$wFP29D?m1L3cj9<9PTsqs)~Z4Aro>3Mc1mPJf^VhdXyvrs`*!&(Lhdb?avS86&Iq}Dr*fkVe5=yhonWo!<3a+ryz&cA#262s;zt1Q znN%rUl{1Pe&UXN9m^noY4CCcSz9(_UA0{{HKM#+DT(bSq=}O!z$`eI5C{5mcEOvS^ zEwE?RAV+QpKJ5%VoAr0s!^v6l@!%=F*?$cWzs7UoCed)HLe>7m^G0tZ-+^;DMUV-v zK=y+ciD(i@rl}$B))>U-5qK$CY9+X;d({Nynq4~D^;9alY&Cnafn_EmgZIQLa5T;0 zn|RVZjbeelqe#MDVQy2Zp6ROOR7z2Bt^ycgo7?Ctg5p=^s9X$G0S^cG@}+{9{mZw21P zNaR^7sb8BCm1dSJCeOEEd3ijY!Z!WvzS*4RMmv&Iy5T|g0$6_bme8PVS{eQA3`t4{ zUYgDn5^?R1vGk|p5c&`2D{uS#tbMLG5_7tJKk;rA^b{x75cgx0m4P==i+GyFic2dv z)f~h5gmy{}x2d%(5&NM-YiIj?pqz1i!ShUpDP`;^y|H=9cZ>VVBZx;SH(?=7nH6`x zZ9n0K>ZCudy@ULMxRC0j7l~Yrn6bmXI#CqG()V>kDta6qQPtBV0xtS5ZC)iZuE1-_ zOuEhFsOIrsBgjuxGM}Jy3w9PCyv|v-h$if z98( zs0O{F0(vu9$fogULjL5<4w0wwxB{Gm|Fs)?f@?G?S8 z6Jfj%xLsO&5?X1&vH(slm_IFb!Ex*6eAg&y^kyYHtq^g$>)qs z5eB=G8Jqgd=Jw$%_gtF28jPIa{`OtDXGG0PQ@OBj2&}Um^rlVa!k+2^{|6)#5AP%H z3OwJ={?Rk-J~;<6*u=@siMfaVrDy-PF{?;_h`l6N6!pUHk|y7{1}O`$Elf^$NiWHx z5_osv84~pc}$s)xB0D-%s}TSlJu)K!o6+IMniU2m(UJ=qmWRSvc?`$9-TxQbaM|COw7 z4VJaKnxBMZ8^=Y;HJXN(&{m2AR^Sj8YRi$R;K`?2RD1a34=t+Kym*k5&1#nQ@S+1v zX5$^fJKTtqUWsOHPaJYr7MiinnC@SZQ(rzZFXFqtJLIZwsdwcCAsTFqA=5(4ivOx@{BcJn^x3?~fb+er_f9C2j~$tr ze1j=2-J=Zoy3QMXQJ$>tjZ?P(aFqp%?tCk9(L65K6cd%ZS9@%UEE2V^%DhDo?Hz`a zgebAV4>D{IC)3(jnpnRRE=`Q`q87gHLv6%3E9$7OGg;DlXrg?mar~@c!)r)lHPuEA zXZeY*kl1IHUx9Agjf@j;%13^91)>>cIYw0MbQ|EhoP;b*Ax>F_6eqzXnuE6kUh>;g z;miVz29?fADNVB(()q;Liqviq`E<`i;JhhcAjBkA&O#S4h~G|1J8ztQ9Iupl-GuG9y$Eg=sb?YZQ2k)OFVUStyX=YaSFe=HpTXtC)_Wqi^AmFVoZu zj)jqPY*tp^9^SJpK7<#*`z)cAj@vn|Tu|3cU1oULdG?zGG7GsBxsGj+cF`Wzs~`nM z`ECV{_n|t+PklTM;78tLRmb7}s)<*MmYvW4l_@sJc)9aB9R|8AC-LspHIf(Z_w@r& zx^{3P7?}&*P+U@Ou`Vab0%Uu*bfkkvIok{>+(zN9qRmc-*(2!ML`^C^AlgsLvJ;2Y zbhz!(*wq4O-)ruuIX5*3!EImATO35IB4XE2mO%qf{XE*?%tPIfz_n0oqQ!5nL zz>k+BlbpRyhO*-%r@r>+ zKKg|nr~b_T(T?T0_+4VEIsSn{L-25ro;d^W=+L`L(_=nwA~loSRa8175?jFQ5#J8t z?rTIrf0IZEJ_hj^k0>i^;ugC)SGmE~`-OK%3*1z*_x5HJk8$_?Lb{f@cCbuiHqFco zuY6`#v|U)NW;purt0a@e)v~t-+GgUI*`9b(O3G#n zmw1D7sqH8fHJobg<5hr*gy_UKOKf_2V@tw7;j6?BV5=y2fxsv0#HSgdvlh7Rn z{!WA?VXC2ydf&F^p2Q12{~H!b%4`as%0=DyX?J)=s~FO{JeuT0Cc%*K^s z?b^cF+Dhcl(3t42TUykp)%?+pppsX*UY8?r+^i)?PPN2I=XsqI`11Xl^#7F)Wfrnz zYmhCc;Ho{m=$1Gn#~T({jX2qMwX>3gsp5ik4rf@Fdf+&sMG=X?lZjwz@9`%nNqUKr zoazdXcc*H3EQF1NP_!u<4X@)zQzg2!WGoMfnMQq6#rO7zQ0%sN6P`5^stXpy4HOa& zrP+}ZQ6k^JQs&k*UtQGean4s|272uzIr1%}uIo^_@%rJZ=Pjp8urj^yshmigsa=%| z84)SL3L-ez4n%Yx1meP>m-*p!3z_Cw$r3+V&dPN;b_8XQix{1LUT9l*^Xi}>Vu(0? zge!cACnp>f6+cJaSv38$tHJHDZ}gH{<-nzQp%Uxq<6aHL z@O6m3!HzF{xTjO(fF;HQ-cJM-ZLD#_s<=9aC*>lIb>l`R zyh%}*e#E5u@VeSfJiK0xw;X>t`KxwDOE;6E>z4Oz;l;lQIUlD7<-kkSvkFi9N4N|E zUsQ1gGMs|v;eKYxuw{GnzH^kex<-5W@*rdvf!h~4PmE@ts4E9AIGx=!w^B}`A`duc z&V8Se4h_zxwgX=gPj|d(sqs$M%_-)q4CYeoUw1B4vcIMI?qw~bzR9$0S4OPk>piUD zQWnue_4y{bQw8e%qZgaa?TRc$aGIO({^qzTQNiK5-a;@~l05#x$6E*@<*4CCok9Fv z&k=XATFE=eZwSKenmexRq}W3t{q2*!9mlm=Cggw&TOyw zJ~5kTmN)rx%5AHgyxkaD;y7pHtbwB}E_;M4R66fCUcQI-_ra~u+NijJibMv7s7E5h z8Qe^S9&3kQzVOzg7L9mm9NXw)tKvcwk2Npmq<@zin=c9RIR|z|>9QoaMz*-)u`tPi zs5v$0o9`OliJo_;qIAbxAmv8!D|nHBgyW)Nd$?%V^|LE7TPyiOL)qd43Q18`KLzj5 zZLvG98%`&{4(aNKJRxXs(3e>^F zx^TFJRbX@3Ms`Co#qrS-dM*#QeLK$Q#Z{|5eBC(a&0xJFf7UKzHO>?sr04H0e%NoM zNGI?6+Lx@mCkWuPS+1<0>jf;$wzAjHgnc~vpZy!YV%or0efVCvNP6bY7IeU;N)7P+ zlOvJ8JIWIOB>fB~DDZxk6Bs#O?!%|&Ch;2U_3t0t4yqaKH!xjhKg}8WqntJjh9V8_ zzM>y{tnmdqwGoe1UN3enC_89bGE)V39#zZJx}M&@a4F9Ck7nMM<1Nk(cI2Bc9j*_B zE-(zv*Gnldh{PbNHeV0#UjHimmaq1;h4lsd|5rbZ-+5h2wd<~r2Vd2QxtUV4dT?-& z()|iCoPsybN$5oU9$ERoPzd`gpHTw?3e$4j_|pAWl!u+0$P_V2z^IKysE5#Cd(GF3 z9gy^6x1I|QM#!Ml{&=~By%k}YdaKx5SdWfF%rARRh2N3Lb8(Ou!#FC?uGX5LepBU z+s#EYY9#0tGAUdvdXPXl zM^q|d2w|=tJOhf_oSd+=pt6#$zEa)2TPt?i@?AjE z@VCd$j#a*zQxg$$3~%T9!fUM6aYy7yfZGjFi7q6hpGY()TdXlV`st^?wa}yny8m3iA!b@__=AP+I)wD#_{-2YGwg~R_V!! zvlJ1a7Pzh6l^;ZDGu8-d5=Yq|!h2L~2zN0z;Wh3i!uyFOzQzub_d?e9k<)T$=ZxZ) z;#vf;g+L5j^J({tj8Ng>{uRDYm~{4T<8D<%XqJV9qy&^4|02vE{Sd%??Z=9ewSg*q z4u4`d`S5MSF7IdOI@*rOC@62gRQnQF8EPDIHYpK|%^sIx%~_yg*olnc7pvKPC_F-z z0a~B=Vn?lcSMM{kkBSn+S4=@yUdO|WQ)fu3V!ZYp3Vf#;orr*B|MnOy96jXbys3w^ zA*X(1Bt&@KH`~uhPy^pP?Lzk0^YHEjTqKqv(~?tPdH*Z=DeWy}q#Twz(_vPAb1X@c zm`r?DIcxBiNTr=})RUtu(`EX^CU4(+js_QKch*c4&%@lH06dLO`!=Jlwm3IX7(S%Z z`<>ZwC5mc2*}ENqlQ7l2E|`@VlRR}djw=!SSbRTFb+j5rC(9`&4g7|KgOrW=1*18b zKN~6uWr}}ODtd)$Uc`gJd(D#u-qyI9Q0R4>UxwJ~Ix~kkZ!Y78qoihYJAb@)vn=;W z*leYlE1_i019;yvjM1;~l-gHm`q57tA(yN66{Sr#MoXx`7Zm=2anT(?CEF9sjGKL< z^yv#PBdh`&ewz=sxrtB)G~6ru?_BM@|4B`2j=xhB?=P#(8H|qL6n$^4fx+w(4;)Hwm5+r<=i)Mdy+QaufE$dt{RnI9CTX;6M9pANk#8+Q?c21c^^{M2(+H&gaktt2*m|8P?$MYH|huD3;;5t^o zeXlQk-teE8f!O0pMD%j?kbTDJojGHbeW%B8=6EYjX&lkd?m^q`cy3b|p!*A#_rle| zPmpX0m!7~ByU{)QRArtK;^q^Nzb_oZc6-JhsuH4}iBIAej`tcCkl+$#W`#d}KU_Lt zegf4R78yzRO~Oq4?6xgQBZP}t4lMA=9o0GhiK7VCl7=JsOBW#$%)ax;`JVO*;Vk4 z=w`Loi+us{tYRY1ZU($J(Z-6ZO(+J}p7` zINog8r@_}nDHGN$jBy`$aY;gLOOX^;kVikhvr}Pt^0-x!{)wfg)YhIjmD{lxR*x)w z@OCm_SqL@0e!kq!W+auK?FkjH$hEG)0S8QKRdnA<6qSS5y7IfV8`)f6_$cv3pggz} zcX$%<87Z+ikLLESmg6MJA``zU-*TD1Uy9MqUemFZa zxq*kmg0Kbjugg3dV-&TM2#Ep9Q)y;hIwI& zDgq(}YP9P~Ut}@2h%|z)sWnSCGZGbnU1HU%66$zst-)Co(}vJ)4wK5c5u^6CC6`E)HJZr!r1iY%Nf#q#c0M^gqPZ=To`bYQ{@JUxC%>tm zkbd}05EAs0qk)WM`bsd%BT{IKNXlxyl99qB;B|X(Dz7SyeBdRDKQ+(wgbeX@?~on1 zEbnaIxv&J?<7{~eSIL8Oev4OfxGN4rOJeM~~zL5|IyIa__WO;r&5k#hFlcRik8 zjMx0Oj3-p`#8pozz5DXDUhVilD<%OJf$Se2bRM{4=hdakg!2Vuv)6Mf3;My%_Gkw} ze&j`#T3N9-_B9?(fZYi=A+L!m0hiR{?4gYiZ&Y^{bl*=nE}`FyK@!h)UmHcMTwF%t zBYbe8jf*7oQbcf5vimx2efV_uZBx-ud{p2iJ_aJvEl}H6ltKd6qnYM$8WwTg%n`lp zNG&O%KUq zU^pI1A#|MeeSPUbC-NqlK=+MV;Db1?{gjJ;N@_OP>x&8}Mm+BwbHDz3^`Njw5OM4# zZg<7%d4{%Wr#}`sF-VABQ}fDeA$3+MLDIuGtH9YCJ6N+<(gPPokD zt{K8x;6o`{dR!8(vOUZsGxp39b=HEbd!M!P>wAmE)=2ZGA{#@NiKvhb)5~s4``b6HM+neXmE*ODsJke4^_uwHr5UDO^faiz>F7 zmR(etzzT)9nC?Z+eQL{I*a>!jyaC_i)CsJ_abIiddee>zjSRsnYq<~dNYR=)i|gDy z$Q{JsCc2yPu{TET@VH)%)8%_x`2twTaUn*Fvji+kQKyuI53a`}5-%T_;px$#OQpsX z_smccM*d*iK`@Kyf8Dkf9P-UxmYkD^x1;#%kw$-7!bOP(%k7R4FR}XWpy><3RiU1H zZWa!ly(Jc~U5MQmg;%KG=oxM&72sAbwQdAog5Hr4)Wiff6Rio_SDC+8(3{GL=5ort ztGstPoAp|byF#u?HgLzOIW_JpE(z;2ubctK06e*V zJ>yHTimEkFcDwA+w;3jKh={Z?YSm~xU$T%bxcK;`TsEqg2&qs$`o_N+bFE~RXpB_Z z3WB{TPPpRDu6cKA``m^)#S_Dr)qZY?*06!b`3+fniSacEd-IJozpn`v zbAj)B5oi+Z!XK+CX+D=ug^R{Ju`|{)?|^Fy%Mmh_d`PJMr`u$<8=8&O)!iF$Jw4(Btb$hxZMa7Lh+(Q@~Uz~3|X)far>>&dbGIetv=lXr!j8O z%!w_2v|X26JTp$b<-zeQ&$qZOmI&u#qF_+F%I2MvRlCW3vn-odF4>=X$)kB1w@ zphZc_I$~FSUBh2-{GHhwjR+LaPLypz;zEB1*5*;m*}Kpu@d+7UxW+IlU$af>rPb;JbbQ)(wv<# z?83*?6-!)0+$H{fs5<3_ABr$biIHsL0UqSK!&PrC;viL7>QGde33j3})kX2bD1pkS z!T;0TfMPT7@e$vsDiecQz6VvS!!B)34FMv|4i`KPH#{=ibH#u+0!iMwdC>zXBAg@8 z2xtl}JI)Wgw-#S#3Ij;gQ!k-aIgNm;;!4hZUp?^z*w%B8U$jq2*=Y`!a1(R zv&Q+0$LTzHc!3YTt>F|WmzV$t%a4o{?}WvQ=G^|>YrupS54j7zAMlKgn4B>MNG`kB z&0G-O8Dd(|LOQ;Uki~b_Yu)44icEWnnd&2~dZKqdMrX^q#_O#Q64#$Y#p|6ME@9HQ zab3ChN=Bz;hB4APG2({z%3m$zf9E9JPg@Clz{p{dSm-5=*G0SYbI;qF znOFiYu-nC`TadrsAY*Rv3L&%(n7o|GlWRAu4r+k5B#mfIg587d;bWd_i?d#EiRo{Y z@da#0?2J1A<95@9>Wh}GD|sO&VA2X_!X997c;@<;9-_QT+MiL}2pM{`-L?(J_YB9y z$j0RQ?}WW*S8!C($#v?rO_zk`aw0&%{EiqkxqH#N?B(PLf)S1jcstSY?NWV?oBV8Z z=S0C4vHa2Pd*3ZOnUKjP96ULK%Z^*rYX#fZ5)cKO}q%D+XB635plordKjKT*75djr)y}lvPRuee5uM%b`rkbE|dj zIlj^*apkCc1%-|iu8xAe@V2N^)-30*iE9Gg^1fD28tcX|1}#-r&Y_y}Y~f-kkVT@Tn!{v_~qb;C)L> z9?pvBgpAJAgyT*ePY%`Sj85A0TzSD^nF&6*5)AgRJTGRt3e#=6Duv*gZBDV+wejBU zyGHiE!*fI@H7JDzx81XGt*;NNJE#5c!LnZp&-0<8_ zv??h=0h5C0tHchuk>lRm6HNkk`$@3x7QA@4R2^Q3EjW)0^5vot=b5FvY|HAJ5)#xV-hfoV5BDrC%;DY#lB100oy)eX&tkPy!D8J?67Mb zR^6z4)#LRaQM5_Fe(R-JapmVnq_g!0dzG=nzSMww4QH`UrBjjLC{>I?%QF0pNn^$n z&#OemN<0hFLpNdDQqO}$ey)$QdM4>bkY-3@d{EChof7myY+@U8JUY>g7|28#DxStu z<{WeeSl({+ATRI;N12lxuJ}PRuky+JC^@OaZnY)h>6y?Dj}dcC)?M^Xrhia`l;iU7 zmtsRt)9I=zbm2Q-+b~viZRY%F5BA6=&$7egM7FMH(5fu7I(I5C6s*2hcR`;x;Cgp_ zs3Lg05B4Aqi&E#P;2N@u(B+-;Rt|>F@zyG1%+@7z|EkIfM}2S`Iqnsg4?-+cFzh@e zq5+?ar%XCcT~yMpo)K_Nx8RkqR0;eoc)Bj=_6!#I`o$gYFqKX5ZWhevCt)~Y0*(}C zhg**mdk0VBxw3+aCo-5x<>547O6>geg$MVvghR+gCF(ByB6yuR6gD{|G42hY{0--3 z@k+iUva4QvZQDdSsi0sVNmtsc=gSxjJ;sTVAm$k3##c4mQ%0Rid#y)Cw2)>l0ow}j zR9txvPj)h(;E9p6;#V)h#i>l{m+X+kJsz?J@7^KJqev)gNQTpi;snndMi!Uxn{d5h zb5aDJ?*?YLoNdA^H{m6QKG`3m=GtjUX@;v?gpm$c$YuQ(VYR7=Miht-c=lW*ToPju zPd5u3c9#41!5HF06wl4b9|xAUH#$;Ofgja;vQc5 zFZisu!mJiz1;BV=vMR89nV7+7_Qno_x_$IYy?+T)~2*n(5+df@_J*Yz$F;Iy`RPC_FTDwnq|!$`fMd=mA5h#OS=fPGD{0 zf#tlm)kSW3l2dXJEAol9asm9<;9hY(_8?pNJ)d1SYTU0V$&)WZu#3U@3X9KTi^w=i z*>H^b>fLf#p6G-$>-fpZeIsTADaPmo9*Ekqb(=NeaidHcvW*#?kZXd8LQNotLcBy( zqWdfF;)F?fjM#>7z?28K5q8e7tM87VY%C_PH#|IK^bO}{@$X0^WC`!;ltgUf+iwR3 zSGevS?rVGTG_8HRzS!*RtZZ9qOccedH+r@mdIhhR4YOzKq6~NX=%soz`Y1Ru^Y@Yy zz~LGPCa%^T9f6)Oas~pSf)N}k63M1O&9*0*<&nGk9`R#lk7o^E!aH2m~DNt+#~Bh@%@dyPBP}dm;}J z55{m59m6nf;kWDS55vFwn_vFbkH7uVe*DWH<;P$Cu*=Yo|MuhG{rLCxzy9NoKlvAb z{$Ky%_kaGc|LjkH{QmELK`@{wrh(j0*O~m+Uuc87;|f)`%gHx?-TwZ;fAEjD|A4=@ z|LEu+>;F&whyLR~{hdA7zx+{u{3rW=|4onkXZ){UeiMmW!}$Pz|2gsx{I3kh z3x?wNCvNBdSL^qK-_ZWq_xzfb>r?Ozdr$oFYcVmup3&d`@}GbC_NBLl4(DDDXe{h?I*r6lS`>+4(m+z}{C?C{+O~GPZA@&aKgZm9!3!-Sz z$4anuVE_HgpZ@O0pZw4E`IR5P``>>V=j#aw7x=&Z-GBV$kADAO{^IZddHrX9{>P*I z_dkC3_y5=b`OocOEdT7k`|-QK{P92i&Yp1iQnN4W^V#f2zK{BA5fdKXzgojz=wJPz zFX6X7o4;bB|0XBepYi99JD*sTFh~={!b0CBe+`NEM4#we;?rbK0rIDp~|J{N>vKKk&kw>wYZ_%^^#`1=4q{_<^rpZGsDz$r5g zdxntUPXnywYlO@G<=64~IlvFJetoF+V;`sO=kPw^`*E1r=qfoTRD*v13P0fQzwq&w z?_c33{?l*l-&_Wt@K3+7e|s5x!+-jXE1v{8BHw=F1ODkZzW(z4H$L(2ztNCuq{eK2 z-w;0F@4xZ!m+u?GC;roKoZnoLpYTt=aejM6e#5{2Mu)JnjbS$4w|(OS{{9;ufBC*| zeBwX-20VnnI$%D~pMK%};rkDKz(4hWfAhomgn#;l``e$!H~jl=jP{$~#wYy!H$MLI zefw&E@Y@*kH&4M&_^02PzkLdR!@vK=EWi0}e8S&<JQw?5xeCSaQx5X zA5cT?mZ0N*C46ufCqVu63xDVz{7vAKN`a|C`yc*O{-M=D2siP+7d}<{geQCDQ2+BE z>gh*}X{)FUPe=UW-}!t@iUx45d_CS@=S-1UTtENKzt>;v{QKJ<_EyZg{mcLGzy8C&`44~dcYpl9{BM8t7k~Q?fBwh+@Hc-^`k(%fKmNu4@yoxm z|LZ6Ivs%%1SJaaAu;V3vfm#e-mhWflgut+9{L-D+6Eg@TXs$^0g@&@ zGx{QJ(SP`-nf>d(_?v(DyFW0WawS)4O+M!H3;bz5KU;sz=TFW50A4_$ztDW1A)a(- zcKiRY)7k&un@*8Rlff}R=ko*oX+poX|C-UC|G^)cQZcYmSFhBH|1T!B{-H^||Bp`U z`kd5(3Wd~6vDkkF{xqeZtylYXAJIJUsdPjlIUjw0fj{;A+4`&RUo}ts!oG*R)Mwuh z{JHOs)*pTU+&pkIsR<3X`Pugu_*37Xt-t#IRrAD=4Hy0NXWtL}x$lqGAASGaJU0QQ z+CgFe(f1el^M3Qu`m66>H4j|*$OKY9`~Cud>ie_xSKq&C{=PKiRS?Db?EC}$`NRHf z|JD7k|H1nMawLn~#c%yT^jH0VwEyh?=YQ}v8u_M3Xa4N}3;or`^wIvK|6l!sXXuk; zYd80AAJPZR3;kDB^sa9OYN0x$P6*ODILv27``|Ij(7-s7E!qNZgw`uC6^F{o1g?;bS?fh+vg?g^ zf^MY7oFAL`!u2|E!IeA*n=?+0(-M^yu@13*ue0=mQ_$Y&!>om|XP~5k@OvoUy{0JP zmCoqw0X-$Ni^fvf`oNSb<_}g##5$d{;Bx6=)D$JuvQf0^Rn?v2f?~4EFh=cDu_Iul z-RymA3QnV9S#T5GgHxY2FFOIJn#@Kb8TSyd0H!?1-qTX(%9#YaM{r?FSr8xg{(cjt zw^9YO5?8{#Q}_UUn^%+qSBmYnrV9B(Z%ssvat0oA`2uhl_VTI84)SzBk~X^@5>CwW zU=%XD9+GT;nSCG}XXpG@O6H0+vc#5q^^0T}%|P1~s~^LwN-A}@B7p3phG8gM*M&xt zKg@JR9AG7l`~1x)NbB$uQv+o)!mIACg$-;gmkbDAf?b>TP8bQ2`s2W#;)%PUQ1Ig! z5g|7jM2T0GA#G{`NX8AA@?D#^#j7s+{Eo~0@nIvk%8vIcsn@AkqX!36Br55l1k;qQP+5GKr6 zlqTiTJ>gP1Q!hihI@w%Rr3ade>LOUcLlQ*sk<^t#u}_qAj73s~3+95dcO4!Q!r2@L zIZHO(OA4T#R|0JJF3Pypk>X7(OsS5Osj^UQMAIkWjUv0fU{%{VPmtg?;q^YKUZ4C) zS1lmz0vhtNM!W?W@}*b3Sp&DmT63-N>mLK`aV=m{f$+RTL(WN%y`XZ(_9Z1SFVq9J z4H*XAg&N!RRM)Nw&ZYGV2TH3CEa*T0_Y!Z0icGO2EyV3ki^VOjAo4I4IbTs;(4E%b z-Uw@c+g^81z@##>NDcu*F98%>W$Is5@3ok2VAqRA2!WdV8Te8KHsa=XIF)Q|qh_9{ z_3Wo*TT(1+V?|YN-tpVppKB6Un~4t+|GxP^v#{M?!`LCes=CkP;~? z?ap8t1%^DiXnUX@sOCVLGkXHVD3zU9hveoW(!8QT9oRlgiUzk*i}!oV0!d8OJ6@=j zB}`(;56|wMw?0&aJnS&GbYi-lNypBJt@`f~_6J-+P@w`h!e}?)ap1?;Vp`hqa^SzI zu+#3Nl=GE+!>4A;n;MwXoGMFjKT^$+FwN|-2#ffGYykFh;IAn;6sRW6FfsV-o?9mD zH`L1L+iCZ<9Eu%GkXk99eR#gG!%fNUNDhY0I23mk?>J1?^HhPkBoKt|Wfp}_ro zWrd)KyYhiBRHjZ`shs8WV3HjFFzt5Ua}FV&WAi45sfTF-%F*T9AgSr<1iDY8>=!e> zFrI3{LuI|ZpS8n)C2ick3=ABp%iU~jw|t?SB=zCD4@vi1ABmDQho|2Q4mh zkUHADhDmDP7fgAm!>zwg_|P0iOVz&yR7WYosO;Vpw9iCgIO@8NRakOb;`1m6u*!Ol z6+s=sl&-=S%l&+v+xBd0S+9YML$+?B*wM$cr{~%WZd5zc38gn9=bPlJYWEqbaIcnq zS5(A(L$Mi*l@BEy)npn9I&y9dBJ*v_#y=kj8{9w!CSgie%OPL&1PsIJ<&Y01WnpGY z*jcE2;5J?l2iC@_DS=_dzXnQS3b!)726#Y6!0YM?wXqGRvqlSs@lzWfyHm-|DP%G; ziDy5dkRsT&UW$CgJs4`Zjt@yUNad{WHx~Q6Z1T6{6rENOw6j5LX`)2#8%@_ytNjsf zE71izta_TooIn|}a#mm>vh_>K;X)AY!JRbA#Fe%E5N{90Y(9)cnZhGrXvgdYl0i)V*LiT)XIxdR>NjU_yR9MiNF>B8;ny7d zlL3;+7Z889N#ihrAvK4AYL`9Np$NV@BZ6SBu#_@gP16j$ARK&?Uhatx1X7AdM)Ico ze|Vin7uV260Z}K{@Tz;k4gN1SSn9({j;~>8`Nv9DVCfH^)C;(TRqej>qJ?QE?TGKJ zy4auKR$we+Un`@GY%PT$wMLX-`r~k|J!EHY*yFobItp%3g<(zOU-ipkmxO}qGpkD5 z!dRfl&sM{B8^Z2{BYW8p`S?e&krq!F4N@AT$`Z4(#3f<-@nPI;?i}DEmDJxml(H>{ zGSQvVI<~XW)y9EIYTY{15KF(=`53Cou-~M%`aOL|g?`|&w`*hftFo#jr`T4jD!oR_ z$3zftXfKd6I(unwBl^bxp+dqH#X&6!1kd8TT$HVl@y`bcpK%VnK=Z#liwvtvyd=0n5scu2s%1-{K{SH1eru#+#0Wg;d-aK^BXT0a3OmS=ZkdXamr8-BV ztoWV_0wU+CG;?HFNjT4;KuFsCLtf7Ksn$cJvIixoabov|gkzJYD=X~YIHQ0m{1I$+ zWPDPXWU3e8B%$!I2E4E805^B#wq9$(t!AxbnxfS7T8}Q}C8U#Qu#bYTJMEUCJoTaVR$Xt(Vd;@+|G9Rt_sbM= z7wi$56lywpc48YE2TAD9mE5%&_5FFC-oHWyKGM0v9J4y#Gj9_i@(=TBg7cOuEKD^}(%k^zf;jaL7@Yu~fZcZ^!POW#l*p*M;@N>0DZz z=gQa>qm&dIgEp&+M^uljlV^>Q58vgt#whTb;x2NticFv#4c$c+1lo;U#*>89!zCrX z2uU?-%}23A7k~AZIW#FTn6Y8Hw_$XD!V+#e=R89=oY#vl%l8;j@^<%;*c{{=5Q`ZV z0#|Bo;|o6LE`MR8%(QUC;fe2It02WoSAi+4oXvmp%$>cgDV_$+$mrv>rW{1?cT-c5 zttVwcGcM8NoczsMi~PClwmp1vwFVxAt<)QceXmqCl>niX> z=MGbK*e)I)Dy7b1fe3+Br_cvSgnRo#lHZe^FRuQ22WHXb0nLrKaY*2%YiqyfK^1`I zAhqJ#v$Z`NQ5x7(Xg(f1C4yI>6{=rDF*AV*4!J+|3;|Od)?*2dm9W`sIxYyh-Ltck zx>Rt?#seo<{$}l>w1s4eTJeODJk-jhMDi4m>U5QQ!$xqpca3n^^r9=y(Wh2WhG+@f zooRBk+KlI3CpO~|Ci0e?Na+!BP=4wgJHnb zArEc0Ra^vz@10q1XwIjHYJrc&(G8gGwsRw>?3`zYI1*rnrf?_#E;n zJCvInldbU$=i@YrN#_rzRzF`q$vczLf=Ow|?`v;6)X;=e=6-Un>`o%7*Pc=b zml_G%Xer>WQqS!lDZ@B?p6ry>^IB_zCcZE??GgZmZj z5iN3w6a{=Z?kc{LRdNpkKGHN~fVNUk&0aR<&t`7#3W{REyZ~97wrHK}3wYsN)HT?S z^5cgL@aRnF;R4W|kw-8p1O6u90Ju38=m46#R`?FHIs4a@7r}1WUZ4&u*|K22-u=POT1$@LK3*OT4)y8L8ba;T{q7B>(uv9CF(nrU0Jevg+s5n^l)h%b z<;&3L{a}-+vN1(M3pJ*MU)EYLNo=sfWeDEt zG2IifN8o`Rlia4WI4gr-v<>_v+Y`i`Y)NO6oKhtX?gl$>m+sSXInXG_nYViRoyde`XYg#$$19}lkSqk zvrU1q!i$z5N?PxEhAv&q318euxKoNeeY%^MyF1JY!bpn!$Ia(yi0~a59%3;~n2l!Z zW>;KYMW`*cE*}rx$@u)({Y1oDCAsE|yAIbLw}*>%X!cT7&&;#qi^wTK8+FQ(Z~g1h zd8^Z-0y_xi?XURM6d|PGwbeuqdwD06V>?feH7`*`iB(q;1w>)xIHGz@W|3HBdcsvD zz&6_u*2F_j?)g=F3<{?^`(E`Pj~AoR5~q}CF2r`tXVwT_C0;Ry^u?Q{5nCzuh{isI z1F6iomH}H^JJgOc(<9IZ+`4;E;G{l%WOF;B&e5XUBGV2S&iSbwwmg>_aKXK&lcc5* zF|kniMlb-dTylU)7i~Od;iSvQvFT$?N$gLw2?1Bd@|o}vmRKXk0tw(D5*0j3LhHhE z;1nsP)r9S|61r6q2&mG$^g4>2B@JMfD#V6Q_#&LZY{l|z*tR~eu@#ERt zwnZ|3;%0@K<#0qv5@{6;B2lqG5HMeBWZ(ArpB?wi?gi?=%U3~y)1=6K6M}kCo_vBk7G0uLt7}@ljQX351=8`Bd zH*az*0#$jA=9LMIWd%!4B`HYOdZ=vy!|2MPCc5+e-UAXYirQdk_i&^%(P_HlYX+-@ zKs#&Jba+L=BCsvf;rD|oA`pkU;N#eY_-}`svB?*M86r-+npYCB(Lr>_*FZohtd=T) zn&ng2l&cmnZj>e%g@&H+AUj>ow!3n#t`b62#I8zR_P*wJ_mTsM3&)LMNrS?r5jE0M znQ50pQG=Q69){%vZGvsetKU`T3Kw&OPo;4ji%xguO#mJfDztP>uS5XyLE8~o9A5+( zdO0s&PBzEF?Ye)o)8nivq8V*6B%pRr^lT+^VlK^E>J)Le z&F0oUqFV`%qvKI?weD*Tv7WO3E?ZX)&<@ib9*_nNP5$U=@YTu0Mf`aNY;TA7-4?0O ziQ}>0uv%5N`6-d`1!{)dm~PMQ9A5X-E7Y1#ZZt)-;v{oaar;JUW-Fq_#4Ssb6Qp?w zbC1_j?hwExY*#(3BJpOnvvbgB0LcV6?4i5oGgdfT2C*OeWP8hAY=Pr(Ct4yQ&V;#= zc}z&oXFX-T65{ixM7-ARc!N=bsal(6P=wWAufoRN!%($5)sx_=G%q}YZ8;YWFzPSX znm`9`qnR+9ZV&hK?LB`}3gz3)uIs|M4r4Cr)3i^(*Cw#-VD`{9x3eDK^eXIkGF=Wb zo_FW4$tr*fiLc%k>B)!hw!)@jinRwvjbQr(vX{MjwuZE_>Qh7KbLT+Nw=TmI8eRHM zDEhhDB9SZb3rJ-fQL@y5IQPux`sg6FMGXe65 zbl~nLs`!1n771o$W=8>cKVHfH9$sq#yd?g_43u=?f}#v}XpCUp&90pVS`?Yv%Y%fv z5}-%~L-kZ}k%%CKCIox4wOLheJSuKDb9nYaVo1uw>HYm8nl;ZZ+$TJ=5J|{Ap)?I_ zd-#!~1)fXa0IS4lB$Ca2(Jac5ouG11<=4dL<7X?)A*9|vM9(xMs03^)uIR38yJdZy zp9>c|dxqqxX2PfHN{7?q<}1_ohVjh^(V)mqI8NPVYU@7NnUrP74bI)`B<$BQ9p|Tw z_F!nT++|9^Y7S+h-QshFOi%tMM?_b+z@{})WUzvUm=Qf^an_z=8ANq;;x-a5zhH7r z9iA?w0^E->Uk3~x(YaTUN|P7@CoY;1Pq z{ICmq)GrNf;6c>($5kQ0ej`L*8CF!b!+~Qla2z~WSAk_mO^(FAM%-zK*jRTV8M{Ps zOV;g(L;l`a$rL2m7r3;)a-rT|cy00?kr+OY8~1W0u|{NqqZYRlw$tN!G`Cfh ziksSw=#ORyGmAYFS!h2QfvfCFy-#@Ma_Ac`u)Do#e&BL@2}Eh&4cjhceAL*n^+qrm zxJp+Bt(3a!Tn~0iV%&g38jOxlMQ-%9;ijz#+i}iT&(&hDH-&`Bc*jbxbTT|(>to34 z<++^hVy%kQaf}_Jq1Sat1)FK*F$V+?vTyj@yKbYlICD=SgK4@sJjBa4vpG2r{_f$J z-8oeaZH}XXH`|~SCXi@fo8+QOn3{sgIfy7+jjTX?cURI8940j=g#}~5$t&4i=PF=? zv2^r|dLk>?=GlG{Issh9FC+~-#4rt0CE7PL;gB({^1-fHDZH&sRtC?xO4L3GR+$el zcKJ%!t`}IQc)s>+ITReLNP|cV-oCY zj&RwVXj&8t7U%56&M<0sh>F1Rn`qG37ZPc1ZrI>W1r1yVS_nvhn>{go3*IN!3JFz1 z!QiV~O!m=nyUQRNA@>eS&03pYm3UXl#_VWzw?JwLGKKYE@d2|oNIc15n6b(Ao_R$) zGsl4jwcqSEd3M=}9b8_%gw)T>SBA*P@>2%QnjA>Mx7p=LE~CbWIg|?_UYkMQ7zTM4+L%%W*6ndk?3#5%`kP%h)_dr?y; zivjU&&%LUoQ%&gvlFkD8(n;Jt4G0mDd$m2Ue&Jg*@f;Pq?EKMjWUeV3HX_O)xHTW* z<%+NpwioX+j^f2hxL?m5nu;(BKXgXys*XEgd;6m>vzaX*-^*OMkzOEVsLtB8rsaFzZZ2!~VC&Qy^j%U|`}J@SrhT}CZY z)fHkn9S46q(qNQRagCO5s8l6x(n*yTXf`i6=dSdxBd+A9oGy)31nfQGeNVXCHVP*- z;lo?U2KT(yKvlmRNh%?SB3zzS*)J4xW#3Ddwcbzd@kJ06zRWV}qg1txcGE z^1S(s6($glOoc%3I@}%g%YwZWaVP|GvhzcVy+<|3Drfz!cmhN$;}Q!V%2UzKKpzz_?BeyFUVP_KCU^w`xI7zbKHaa9(R_ z17il;&9_74@}>R+2dC{P<2<;_2T(Y+u8SE6FH{)&iT7^hcvZW{zb=Y;iBe8FmF9wg z>dih-P$_a)nx&SPbsTbBRI1!55=3-(TF*t-CsKLe(?jBY9EOzo!DS!c*=@daw}J&- zr5;cjZb~x}F8UnVu5KT5yySvC zk}+Cw$X1y?#pAv!)I0?j74xbl$j+o}4ZCq4o-0(NScYWIO|-xRh+;uRg%#1VJ9=#H1v{5iL+;@AA;KzZIA9 zyMa@=x^+<`8M0^RvkZTF8`Bzzn&BZQ0R@pKFHl914L?k6K)EqNa!D1kyeze}{@^x5 zD5vo3*W*ACUfgrc{N%W?fRuTlw5yz0%vg+h;?fxZ2_v4tn!Q9DvuCdAcv%Q6oOjqO z-#}g#>HupV1h^6h7d*UIW&ycDTdvZlwstW*|Gx5pQM=HyBeLutIIx*T#joXT60Z~6 zswcbBCVaXdsxOlyzOhcYu&LFxiD)_n?J$W0tjMKG8Q0;aH=M-=c)8HJq>vF*elXV^ z|72$=4>lvpuLNkB+Zc z{&B(QKwYldgI7!suBv^)4z}OFS6PV#c{HLx$)2#>nc6qZZgTUKa!BeV^_1*MEn5?a zr%bxw-JRi05UzL#Ujsow-`ooBUDPWWxpmXmgKhIa>YaVYEjM7UyaOYWDoMYz09S-X z^wtPPxxGY1ExEgHSqj^G7EWS&EC$;+m-_Sk!cS*`%o$jNuy*si13qD?$NwiGr z4mO73KHllq&zt37z;^wf?pYjLH=4kSgDt|`VNnZ*+?t}E&^zvm@^*r z98ob@P=074!BO=4O*e9#vv~3g-~J60)s7-U0v2h{PH;v?s?52)J$T~R)LOIkH6M(z zIdnH(*KZ$&Mjp5PXO-}K;&!^YMTk2;zHPp`%`J;Be&2BU15ed!E2VtZ*ZEKk0jJA2 znUPSa3mvk}s+dV?K6@Xe;kw_dMuuS_@365wV{gpqibjH|a&Pzp7dfs8lVRL_Vo4q@ z*?EI~NlOri<(sQYa=_5_1G8{=7CJH%z&CIY6$P{)5;=td??{*8i-3ju`r;EBKA!v-O_ z2Tle^^_|ew5(8FAjCNUaI}@JV3FT_FV=yW>1XoFoG!?JrXH2SMC2xq>B8KTo7#W=_ zHkg&>BXB{i(ht%-BLCHJa_;Ajvd(b3l&OE~PGZF7WAVyIxsoU5{4{(cqz#fk5Svt@EQory!rp+giFRE5+VS93S&5$|&Ms}?y}nNDHIRuwX4N_ouLf>%x+~aq zX6#GER>Ud8gcERI0b{bdi?@_W^Z~UE!+lGayGjlOx(F{KW?PDv1}VTTQ4fd1Fg8xy zt*7`7S;R1$Fj<*;4fbKQo8u;F!Tk%T#|^Id*Y2mcZF#{*Cr^A=q=Gz!5#&w4vTvC{ zBA%~nTRh8iu;EArTih-K+e<~{6Z4<|wAdcYsP(tx3+oI$x!!yi$| zcbvCG_DiH*7Ix@9oRw#f@V|m~>9Q$HVMV$`QCj2GCMH?(pj`mJm1P2>|E%H41FpT} z0pXpYks2@&1iv34NmjG<+I>X*%N^&&w*%fNZ_#~khM*ZZ&S)+a1937PJ4I`B&5P&(uaiYE{>eba)2 z4?#V}cappUd^FiEdV}HSlF$qR>NpBqwNkMCPE**;OtL-qgB#>4x|G&^cMhHS$91ck zB37X-7$0?;Y!T!IrM}U9ki?^J!uH=SG9eKwtAS%ut>zx`w>+B;4mYkEbsq^6^1R2Z zh;Ci=!IFMuQVODkCvnw0^VOsFn&XDsGM!5&FMX)Qy6;HdK_U*=L1yAtS7p_9eD0TrZ5Om7CvgfTiTV%H#`LS(Cc?Ut-d#Y+( zyGvW+!G!)}mEW%?VnW?Ja0$KVP^t*xG`F^Z;=pgZ4SE{&;GUbElV3Ods$lo5n3k$< zc!b?rqqqT>RBSoJ$GEQ14vZe^(NEejw0m}9JJWT0(RS8gM+CMLV(DXsV#bqiifGwx z^^ckItT@6jDtGumuxC%AEM*VGo|gLuq@nWBbP)~ZIP9*|TG+(YoYrhSIpwq+;L#ng zdAkv!G%K>_u$j#2Q!+%h7;q=yRxZJl-!^pzdWBBeFd~hl~qJ&qgIEH#9SGi>CtY6WLNl zh2Ymubhd|*@IgfW_>=D>D*%VZy8B(IMrZ_BNhb0?*W9b+BjnV=Nnz9L4l&?+jutmX z<9p{%+9Kk3t-9o$NLT}>8o*>Vk5!Bze->{d!e zSHNU&ELph)4|$Hfvk2sjfO(>Q!HSqDI55Ja42*QBwqz)MO8#V%b)lWD_nW`i;Cs35 zO)qH}0OzHVfW@0a4%l*i!&B~`!=YLy? za6{$Gs7FUqzITba?Zi(6f*bV3$@8$2y}89&I}d9uQEtwX^>TBly2^tx_6ykQ&a((Ixh)fq!u)}#$iOWJ#v2J$4nRnWyQI;P`pmq zH?D89w!S>$8XPJl4^rR=$|15@O%H$&3CW)vn3L|m=U$!9Y3t2y1d2O!CxH@b#&+?% zhD}5{2iR0At%cu-8YYZRg2z2;@Nog75_X?VRHpguik!Lx{-!@+7 z1-n`o0=qhS49RSXe}=r~#8>;Kpf(Jnyx(xmaH1MdW78Y~JqlxHQ&QI}ffmthQ31une3^2zNA3 zlKDo$%`;C#6S!g$x2~D?OP2zL=@f~ACtQb`L{iyn4qYrB%Y)5jD?y>p>m?+(Y~vr#J+~_u(Wq%L>P4T=|=nvv}Gk1*bck+vY$T^pRKa>wVfg7N>-? z&D$6c?tMgJ<~`&6sI76#OqFHaRrB?WdV0INaJlaRxR9I_#6seb47ig(=#DgEasK8= zSRHt3v4RMs-Gpr?AIiLG*nd0VBf@RZh_r#0f(PUgJ}#5ol2Jwj<%2 z@|}|Jf%n6{B34WfB?+cF#*HJCm**GGx=~a)&u~1HWBHW|FI#;u@fno`*!!LFMF6)V z=b|!@JhKDbrmwoQ$Iivl0;NWa*y0h>Yiu8?u*PvI??|L*2`)=nBXTp!N#yu~^xgBf zcZ=ADaI@i;?yF56&47_Vi0Wuaa1s^Sf@ZKqik4uK#x=s#&uR}A2V)bH%NMFz!R}7Z zaYsJoXym*2)uj663D|CvP`#-dGzfqMH#`{Zo!uR^0pn3Seu=C1Yuqwp{T^~pYuOxT z5$D35b>x$i;?iqWD760ifE3;ni!6Ax!O?%$nkp*7(u<}A!K2(PpC-YT3? zcG`G-usM3IyshFdc+`=q*rF&=84^F;QW{)hFx||*vw7LucOFJu1W&; z2ev(K24qLI2Xoz)4QVD%TH$2f)$1pneT6gLWLN3ba!wdC48K~>;l;r^B4?akIU6SG^#+JW01Up+L&(!Kecq-t$hxpnQ*^7-+}d1`dCzsHb<=nW6*==!`9C_=?Zdby`^q{DkBLt=Zn_d0udT^{mNC@7{mLf~p%OYbdU{I=U zXVl$uEQRv%_yKThUWCa4May1y4Y(!aaFqwPI5SbFHg^PU_V|v1g|geq&Pm@d+6%hq zdlEK-=#21QlzH+;7cMqWmS^wX59ZF|m0CCKibk4ab>56N(%Ni9;=G6sLXwEBffN35 zQ;vj@mCX?^Sf1a7w>HN;pm~?U0RckE)&mY-g^wv=-#I>vpcR`bc`2_sMf}Gz8)lu^ zIW*;?dxqq?VaZ|ck3Bs4X(r$*IVn`r98Vaw`|r6A_T(aY=R65ku=HkhbGBKjIYhV_ zm##z0w#u7*SJfDJlG7PGJ2CsVc;2mSseJdgX*0JRfn$~NTDRh^wccBPX?TUjpQbB6 zWalGsif@mnsob+(^Qk1FAv&Abf6#)UkXnl#H|9>*$z$a@jp_m54ZnnZ4+9qNlW#G3r;v2(fY#F5zXYcsdMoWd@( z3YAwYcQ(+j!hW`@WJUvSyZZzdyLpxD!uDy_U0NbNf6#WY5_R(Xo*Z@EUe&AA^tT+? z0_X6In_!m#CU>7thoWpM4H70VR@6UGQ^iJrhp}I0Wm5gfNVv74FtcbdvN1Y4?l`^a zF&B((f=6+yL@pAaP*nLLz52}Nwx(|Pj2n*82iqcDayhL&(q~tcnZC4MH-x-BVO-0y zgrU%RXi;@h_mcbUd0w%u14p%{(B%P3Ng$7#T}-wH$>iDk*m3(U@=DZ@hqHa`W-kNJ z?sN}i$>X9BYSa)*_47kvrRCO zRox14@b3K0(-eN>d2oTO?0gSdSVw`MSg*iv3b|LwEWnXNgaOFCE!;BugNd%G{t%8> z|FRERu4~jt@*#<>X7d7rzI^7SU)I;W@jtHQisl;%GkSf2i)1DrlzWZ)gF4Zd{86lU zC+D#{Uw?Cs>!InBg5~WC9#X1ThUo16r3r3Lmwc?T>X}mDRJ0#IxnYyY=CILLKhfZg zXaU!Chx4dk()=H6KO|=x8%=fAe(=I_k7P6Z3f`nsnCLH>f_~pkx&JiZ^YBlM@Slk3 zam#lKRele*Cog8g-RP-bAtEEVY0KcgRk>#cyvcg;IUmH95&YFUQL z75OGybh&1E^tcLfi9cea#f4zTdi}s5(TE^OsWDrU2T_Fmh@;K38&8@V{dRBNR7FqU6=j&v5~qads>ykZg9 z&MvCnwNcFQZ5}zRyDL%;ii&fDt1DGh=T@t)6O=BRPAdtbXKTB!py%bj{PQ}2y)H5- zF6Q>h=C<`L=kb6Sa%FQuB3`cm?Nt6Ig=6)2CTLV&2yRP7Kyq@olAZK|n?%X!2epIQOWjEZh^bu^47KC#CA05(d?{39>S$2bHJlJ{EJYG+zBNzJq5|h5 zUn?TFZRHaU;?^#p+m?%@38t*TFTFSTZh)x=ZGNHNyX9k&^2tRG_BT`xA5P_knv|Z;4VEI>7J12nXnlYQ)$pFrJhe&h~?kNA)C41NRwm4 zPI1)j(mmH{!MIry zcJBjOfV=F`A1t*AB_f=g=QWATt2)OSIXNRc-%7&QP|Z3$fv&TblX*jdymNqL*%asS ztq4T4hf7F94xiD(3wESfv)yHHZz_TZ%J^%t;Rr>HS#naKEOUbY?Wx5MkMn<5b}qfX z<;HcN-%oLd4iHIvKL#E|c?j@Kj%J2OZAFnFDX}HQ$hS}ZR#oxbwywGz0RsB2!#_7S zHy_1f)mln2@da`1eC8m+wR$?$8s|LN`NQT<6+DuabaEtQ37xWCGg$Ca`oI;Db6QBi zb=~yr6i;yhZ%|!$&?0+Kz7Kf^t$Xt8JJ%3W3}+18Lpan9lqk35Z~6H^5<k?kLBZvCN(h7og(lE{nU4=O~H? z%n7Wz1!op$$;xdx(gsP8`kK)rtmrJjYPg-6Z# z-T%^vVa{g~adbQ#wq`5Mzw*>qGa*=X}DLOgUe} zBc;RL5g8-K<66<*jbOCtWMtziKRIBynXcccybT!__a)7V#hOIB_TZs=e8}&J;H!a? zzjZwXlO(;7Fn2LrXW+QWvM3KgaZ32fO`i(58Q0CTd+W-*r-}L8ouZ@Ee3|Y1pni?G zc0NzM%0cS~e|T0s`R#Uo${TJ@V6xPlz`30~n`<%erMvfYjVx>%33e%W=)I=LqUkba z_?T)V{e>daXbQxeo}8I*$NX~>m43=T>C%PvhAU4$@hZ_1&F8&))`Gfa@16ud*87%C zLMPe;u@|!v`>xl+(FR08*|Bvw1C;W_cF8`hoYeA#Sd{`VQ%V=Cab_dA^H+h-O3M-p z>n^cGNOEwyLC3rZ!${G~+wVebjcq3@!R?-*g}a9T}nmDzy>YY&VrY^qk~cRtdN2d9P;zNAA< zH+=XT6;gKU`#g2_;YV;g_sy2iWG$UDqUgfgDbab)>_Sasg@@Hi<9l~kDnYa*@v=(L z(r{JsI;%iuq1h%bU~eH2&r>RfT(6!UJr1Sp7{R%2CxaPF4Y(hma5K%cFABREaaXc5 zPIz^lwn@8mQ|eu8-UKVx;S;~Cnmd)~51I?e;i4GX!bOfy56Xam3|6Wer440XHw8*|N`rE$wN5i=Hq)$=t;P3}H|I)Xsi@?Mbp^pJoW*H7YO zyvO6{;2YXmIo%u#?RKQU3D+aa3&s5Pd-Iv(o>h0@t~%nzkK*va&hXcqleItrxO9my z2uXdlaJAs^^)NZ9G&r)RZ7*QxVcobSy}CTO zinxd^8TFj39K&om)dTS&Cz~P)Fef5mI-Y>n>Y-^~OK|=OE_?dD)S&AVCUNX2zzVWN zx7>ggVjR!B-M8?4pQeJys$=&RKi(K?xxUD9Im9Ndhbx94E_=JP3J~dw`5j?Q%VECZek*6Sd zL>e~LwX6iS9jAfn@D64Jq0n3+ytWbJA~%BB#r%=D(|jcdpKMv$QDNlHhNBX({UY>? z`1V{jjOFGVQTF2%E~25jL96`Ly73P)Il;yY+jc^HQ6R=yTO{4HA) zi{(V1pbGDOoX^AdzWE-w@wR%VG{NUtw=GKeR+JVp!uSW~UN0!Hc7&1v7nz2Nd1;>b z-CV7H%k-#X!H#tn8r|z+%S_k^-9s?xczie;!fQ8fmFWZv#I?V&kT^Qs2$ad$5Zj!V zLdm!_2$DAyFJjV7ELk(7XdTU88$r0XIvQtnfgafav5zIv;8ur8wm(||0y`6X^JPSQ2 zAE909S-Zlso97QjqPbvJ5nU`mCvXxbXd|q&5l1iza~Id0hOI{MD1{{*FF%0N`~#lb z^YOTyu3>a->3xeU9s-Xd?=oo__+pvci} z0`xi_+Ib(rH|`UG@vD1a9O`D-Sq1uLry|?CuKdVIDMj!sq)GAFV0IAsy_+#3HYAAS zDzq^&25h#~gxhG&CV(naPg)FvmJ7Vo@$=<3P z6QQlsvn4iqaFQuhw8VLR%Ns`2k3u`A3qLwcO17ULiL*R`6OQY|>80c>6#Ff=#kY}=k}a;> z>S5~m_rq=@ZmVmvQ%X)Gg$TwuFHb(l;+e$}<~(BaN9wKS`yeE}r11xb%7d$a2c1|w zM_%YW_j=vzHZA+g#+AR#N^LZu+|3IfEyS$_6UJXNXw$0@vv2X(jhfp$U_IS4+w01U zlkH;XRa!Z%w+QmzBF0$`TjTb9F!6uK{l0{0CalOww-X5-uYt2cHy8fvGZKFUFKlMP ze#s(H^=t^2U?tnV@HRSYtF6I1t60eRRbAem7o{e=Fs7tm4>jC0cn#_udqm>c25fHoMMy&Uy~nQzm$MhjY_R?`B- zqfEM(beZfay+2rDh`=_CUgcFnFfy%6?sY>-N>^TKLVDg{E6z(N&*$B7Q3FoEnH~vg zQOqX<{NUwtwTd3s-@sEDGAwty&N!q8Jadd3)T^3LiS!!SBh(Y=PT!AeY3YeoySXUBrB@M9`l{7#RAL)Z(3S&9FuN zi{Kjjo+#TBw$;M5UWvyW`OHbqWcR~B&Epqv^}SwZb?h>#cwocQ{y~aNLDEFbL9DZnVu8|?MiM(CIncfk4aZi`vj$yzPt=A&K031ru z^PxqwM7Y*&I#qb(4LPVA@ap6ge{3>NAa4j5T3wrl>xw8Qz(VxZ0K|(BE{&=evnm$H z-sQT=Hs+DdVNfl?M9TJdEQy$q5xrOqYJ_>NDL!(0(2`I=M6E8Yy#-Vq%hCo4!QI{6 zVZ+7=?(XjHuE7aTkl?{Xa0%|g-Q6v?YX|{CfVauH=l(hO&%1xtTW_&y_3V-Eud2T8 zuC5tokR`|kv}aTmAr<{)-hUs!AHKS91j0q|FGzHuU#W%QAwdaOB`{_(z;|&qc@7ya zdACRXcq>qxkJ=}~ZJyOvU*MIBtgU*r5usdmjAc!iFRaR1rhun(IjbKHWh93();{bI zgK6oCyAI!VaOB}_FN5q=i4SOTY|v5ibUen8@LQo@YGIvYE&Tr7E~~q2McVX`4}P9n zp&Q%d5IG6wQ)y3Fnh!RlD{96g=SXcv(0x3FxydSL$9S1PxhY^8Rd>@er6G~sAQ9@c zf0ar$@8gu4#E``TmHOV0G?2Rmih)Bk4)kTL75#TPS&9-(hV#nr zF>2EW#tijj`J$yVMcS6!e^4+MAd}1q6Y6DvlQ45rw+A(am-4dGLH2J%*2#Xj$RdfU zAr3Kry<&=h%fFsc@8^^!Mb2l9!e^Y+4T7aX z$V&OrEBBOk?erqULd0|tn$If=X=0`Zbi^$r+JJcCE$~%{cOd(uVhCX(5pX8 zYz;0oD;Q$}@4?NP9G8&UT)hUsYpVxH;P==!SSRzEslBdUkp2%W0?1^i+dW!6W&SDqFSqEKF6`@Xrk zc;#9w&7c;ehkr7Lx|d}x0K}%bI}ugakteX!)}UupaVIVzzE2ttBTZK=RqbpU1*diP zk{5-HTk&y^oe{krcBy6Y--yrycxU{mhrD#v7I9Tqlpd-+SX`jjx zIWaN+QCuSb>k>r6F8fZa9_V$pt+1l*T>GaUs}j)05q7-2MS@O+2C#OvkM4!xObB66I$18Vkg#yn++FfQ4!8Zmk+&+l2|`~4W|KL% zzA`@W(G~|a|6uw4j^8CSBx*D{g)#q|ceje~&FYJ|hDu(+IU>DEC$3mV`IJ(o6j@`O zJb}f>ATl9eI~EFCW5If2oult~SB|vYTlA|fS`(5vh?>RUAQpzz)jrUm;xn=(#QMC4 za;>@0S4_Wv zzk1Id8&mZs3zP-YFUu?O4*`AiRQ}voK(+o$29*^^}AX*I+T`( zW>E{qrPHs&_>Pd@5A4UIMmp`doPp|9Rr!M%@|$4dU|3adFKWLAp-R;f8YREygP_UMl}Mx9hU@V z&-$VRh1-9e(CWQZTXvglM!k6*4?GCrOe{>yTiQH=~i{#zBs1wdZ?Hc}RJ=1u z*j~0Pd$Ngk*qyAgs>bhmCxDLqrnELDlYlzz1xh@)@+yGSq#Fwkjkq~Cyd0%rI^F-| z8b~576Rf^9yh;Tf*=;f*fR?y=G*;+D%ZOho7J62m$-PtZN}@@6Xqe}F3;t~t)K05R zm0VmVblcafbXenTEW;06mD=fntwt1CWvvQiv~wP_1#%NSHLQtt$*TYZp+y0&&K4LrM(>M_||TwJ9zm9v6a+3 zui~`GOf*9Nt0@5Os?z4xA#T)&`I~~j-1OQihY{a;=|fkq#%-*{=R;oP8*=7=kAptr zi?XnqiM=dO?%qf%;Q^>6!nN*(iOE%iM5n4aRB8AZ{nFw@VnqFV+Y+BJ1tm$(8!-%4 zF9u=2QjJem7K;-Il2i0P(a5gECtTKU_*!2xG&$`hHc{e7RBHGmd4`SPi{^P`-E4_y5hR)e?tD{$Z9P$g z3wL8at=SaAEzK;RMK@6ef11Iy7z+rM@f`CEHx6q<(NW$Nm};dfj!gD@-<_iakN)|C z*^Afq-VM9UoBQq4^EQ$4k+eV7eF>l+U$)=Q6Ci}kyou}>l=ZXp$VGx_efy^Pc-o=? z6{&m6Q4x8`_6?FxY;vX>(8=%uTbuwTiv!2Dfa~}>_?KLcX(Y-t9g((OBmSHN%7Ayd zcAxwmml|VsIEX5g5&b?dQgd{fOnx&O%Yw1pQ?HKcSgVstUJQqPoJ&KhBoCZH7c2E> zr@l#95nOG~tz#z4Ew05z4%Jj3H{3jRhc z`ihS~Eehq-WwEEWn6qONhiRbqcM8t!S}Yg z$1>SIc3hNZQR8EoYMxtN?QRu5r@XI}lcxX%Z|QF7JG0C7l%6YfzoxF3)INJd(tKg& zG_7Ufq0MQX;P;win-Ex{2ofyar(afjB(>Zz0x>WAs?x5_Lxn6|S<^}j4AO>Var%gt z85d(SMK!gWqP^emgaLed=iE%?2wAhOlRIPw9-_ zIOZ-(9g8C)FzxJ1^5f{k8~PUfZF+1vuafC0?mpA9eL`!wMax}M=?Yc?OM=9Z;yStF zgk9(5x8~}?w=UdX=s`A+*5=mZ@jdq!DOku%Q9Y-H{JupF*-<3%efH-0bvN1a-r22h zndq1$&z#Vt3t_!h?j0z(keKS52!>w)R;V50vMzMCGL2god3X?;`wV=Os9sDprGqgO zBak7da??5E^tewXvv!d=n-`%LG`9^jYebE|rf^6Yrl`%86Wj(rFDt7Pxh)$pg2-XI zM6$8&g>2i}St>!lEtg11VGCL{^{dl_xlu~b@Zj#yPC?NUD^netbW?=ah%iz4+6m{l z%Fw>UYH7;T*zUpT7NS`^v`Y(VAU+>!((7WrS0OH7&9pW^5m%}Qi=_h`&k}XR1pmZ8 zNUYM5xB)LwZR*2K5(&4|3uoDykPpk%o^x?_Nrq}qtUdPj41=J|UdExwSm&L#Cr5x0 zCEpTe?LwaurC;8%!N@7QP&68g*ax$AOV#e;)>HSdC%WCx?lCRyG~amRAs74~@Bx?* zfv1NDt&WjfuRKCG@b-HJWLI$+&BcAL-lb|oz=8GbAM-qz<=L<8scO8K@)$*{DArjs z2xo$$`4m}ob38J-q+MtDgVO{mrsu7a3fqowO&1|W#sN=(u=+w>%ek|95f0uW6Q7#M z6}P~SeFpHRbN5CSAE7}mZep5guinpeLRw{${2cy<;ag{VTwT4xaF3IeGZG0pH#nA# z$slps(na4MWhG6;A>+#-l-Z`kmJbSEVT>C}_?Nbgco022>#%y!ta2jt3@<+@SwNIo za`Y@gR3neHRdNrElJCn?OguubYNIytLc!(PaWn59-P6XCKD=B##HUK(96!Dald2~v z6@k;BMKeq`NPET6DGXn#;mBQGL?tWgxlm^4lf&Kn0;hG4*M4z>eo4du(a$u5|IT8U zbL8?Km2a{8%2M+9Q~ui{^4!fUD2s`?a9nO_@9yOYst<(WY(mV?J5R-vwN$=R3|Dh= z3jX6tg7nDk%2C4Ep}SCOs|Pr(**JeTzZbP8Mk2P zwbWqOtFTmWI?6a$VAimYR|}LUk%5f2T_-%;a^@uJ$uRRS9v6MKunObqoYWm7Cyz~g z%PDR|I$gmAUV~H@`bxQHi0DJD+wli)4Tq^%b=-~(L>1y1wl(D!h^A3o=At&4PRas_ zt?YcD6hM&{^P4p^8&$x%zNUO3L#iZO2Paj=e=c$lQqti)UumIM~&E zm;>iuNw3t#RLF(Trah^CFmnfnIjsGuN`8E{0bbiCOVfk6o>A^V#FuLiL=@<>}+%zXtY4R4q$!d&7IPo zj(P}H_(2Nbm8X6|u5(Kz`*A>w->1fe>yGx1O^x!;CX8buH~1X|hr3W- zi0kZwo{~z}lfeD_LD!{KnDx~nOc>Ht_CyGZY*uWn906BZ_1*evU3bLd(pUTe2(+DE zriFw(EM_Re6pOKj6YQP(o(7ZpPnFoZFtbUz;L5FU(sMYCNcHe6p$9Ewz4s`r52XPnn& zO;2qw&5!~$Pz!fm1iLR`&!wA_tfyV&owUF-vEpOx=dmQ*QJH)4LoFQ3g1#3z;^@Z+ zp+p!GwBSl|R374) zQrWQOcMA@=CvEjcRDBr*k3Vpy(A3fwYCpY``;nHsqMWlx9NN^7>=;=-8!t;6a`&QQ zdUbN`LM{jP)%PqZOCmJ5{h<_qMRw? zCpr1vf`^-k{dr9Bfc?X4dFct=c=_?+CH~{$ZYU0Ny{)jv@^;W|$BA zNwYv#!I!zJHZnws^K@)6moGyrvgktKb7p)kH;*@SSrn8~t%n;@RJe6&as_w+1KV0X z>Df|kXb1+5bJO-gY*%IPqsN2RdLDe?0C9`43c1po^P$t^vycXluXsJRgTfyA(`YNT zW@|7m##y-B$?dPtG!V40VCLZ%7%wz=yv=Vp1PcV zSHuo}HA-eo7LusyBZx=m5d(fT<$J^U^)>M95-GeFLdNlmndJwMDUh%!zCLWpg{{mN z+r6YLCa@*xv<$sTp~Pp)Zak|p^Do0F_XlSj_)ban^&_8fLMs!_2$?&h=H;ho$6ylu z8qHWUcxG+dxzUB?gwfw*6C{=~ocfo3vJ9lZ4RcVO@2Y72d?;i4ef>?qw+a|p2fU{F zjL$guJ$a9!kogvyGO@LS=%-~j>4^CS;@ySX0c&GnwYzECv9)Fp2)_Hq9ywQ$*|-&H z-3&=hYHMR#a9;;8UL@_?$7KgB!0?^IzfnKW-hwG_bJ*{iKBNvox&7h3wJgj<*5s;L z^fmk#6GenU(!vt=qk@n=mc!ZubK=$Lr7!v>PArT~kh^EcRx&B+=i;a1wTagqq(ivlHq%aHkxqLe_3mmT0b;F%6sQ@ z$W*A?ZK3I^PS<6dV7I%4-SdF+nqYyvC6bNc$dB0VrWA#KW!8o>BRD;rAEV=d$$2w2 zk92utv;};EDxEHlGZv#)ZHu>y7$fC{vl^Hq-7zuL0ZBzin*&swNs1gCMSU@WB#Nhx z*qtY^;Nb^94{#V<9GpAvVH;IMeW`^e8@A~5BSxFJxv65lv<4+A;@K)z3_q6O0qB)J z6qk2eB-C3d6kA}tH-}l*#^@YsnT9jiYP(-nigR!|sa_8SJ)Bv$=+vx4+Dq%V)7qqh z`G0;Ou&#oUB=^mIYrD>9PaTKkU6y}T3Y1M;-k&<7@@tpJtbVtL5f*`u^Qtpg$^7F1 zr{n6pgV_N3>__Nv;!jXjW4Hvys+r{|83WhWz2Slo>#IQTfJ|rN;t}Y{nUP_7fO|@| zMaTKsElhvc`?Jn+LG2+CnPqJg<-0MipzLTdXhJI{JG(9fPqeC2{YnQb4?M-KyofhViK!^W*^_)uU`7}?-K7w5kgAH- zYY*y)bg`@KAyvO=CIbbGpr2-sop8P!Q5TlbenY&jO-x3OQF{O`!!_?UT2op&E=Uf( z!8T%;W~U!Y=F`TXODKaRy+5$sw+y5>jw1A?UjaQp`)YLwbLDeQ-Iz5peB!~JyJ0|T z!I)&KAfX4bZv%o)I*5WqughT5sEtj5FPH7B2IwnGWndWhh;wC8eWR$S;TH4U_5~7n zRe~1~6tlpc%3`owqhYO_brhzCz9pzrbUW!S>q2&;d^@9tY}~0!S)9n$k%E;Q(qK{e zFuuQDh5>|6Nfh5iplS6-npizDSj^U2Ri5nKeNz+>-@x`lvw)!-U3JzfyB(I0I^Mu9 zoCR+&?CYdem3?JLDqh2M!FfwkMgbq?hw;~emXyjbyu(>is2tV;Z3iqU2CN~iOO432 zaae~|?kb3=Pe|P+l30@fCt$jt!TJ;M0b4z~J?Q#vt|ZY!bWJA<0oPJ6N)_D%3l^_e zuHR^>h};K}H<-rdBT3(IDlnU(!}AMJ>|(pHy8rxgjwi}UX%nEOu#du*naZI~S`-WX)=1S&4f63D#e zyOUyfN#pRcf1QBt<$OkP54SB;D-+_!0rrD#LH=cHQD~Sa5eQgCjko zFwN8dGN&NTC)-T5+j^D~T05`K{hR;A;$kao`bOAbBc8gO`tawi22vxQ9&v;@>9`@8 z!RYHvdh%jlPsaO_SEh+vFBI{s4*;bzRAxTSXtPNvaAm+N=;Uv{l)7^s^nS1zwGJ6` zCsTF33TjNcFJ7&yx98&xIy*wHa%IZ$f}z;gFFv0nqg%bNaJ*kB?*{2gR2RB43w9{Th-`-|StyWE-dnh9Eal>2 zaQMWvt%VI@&M7p_1%47?5O?vQ(3Q%s*pZOozB(Z+kH+cNFdL1_hln8 znv{XBh0qH3O(+}E>HyE^DzXymrm`TUF|rBSkdg}$6D%(enO!RNHB+1Pd18#w53^Xu zMH2%*seW>0@Y!yo;94=|L6VO{c-8CKh<>t5JMvzs%kTRpg!E!YT&6`ORu*q=Br{w_ zOh`?L8`|mW4|?SniMqsiG;)WL&2_!?M66`fvCS(Su#sEYOR5dsWf1QEBoxP_x&7^x zdh5Vg>rN${!?jH#Zf&@;&Sp`jk8LbVDT@M4HvVwD@1tkRu?Q~0P zkOxHObMsiyTPpQ!loqU8`;E!8EYSyzITf0OyjU~HXlw1b@MhETw397*?6goovu#cZQ`AL8;5f_Rnr zCS-^d2;mv)9UcfzGBM{><#LZ2XwW-gxI~osF24G%Q|D;sp{Hfs8lituDUDZE=*49w zhh;qCcj>!&^#+(&O6|+!;iDzVN?0FIsTV24r-#+VWbxTJV~d_}5e{800}h#)@VW{4 zdM?;FHObiV)BS@O%(`qpc;wcS8BnYxTzN$->V($lt7c_sn7802^2d2|JQ{f$b5GQx zmY1KcdDh}w1&Fn-CdHX394dm+2C`ja-b=K5QFtxqMSPY(0+ z54u=EWoB2?>Y14t%7>b^jGeq8McvZYGF+L4aUaDVe7LC(`~Dee4{(Zot2H?ra-g^6 zh3>CKs7T>fO3Wyj=eXX!hi;&dP_I-Nui-cT;#}lGqGDp(>0|tgP3WK~v0!X|TBF6k zRBq~i11@+tc@sV8uCw0toD9Mye7h|Q2W%Z_Ev+XA3xICdBRRW_HX?smm`uo}i4;Se zyw|z|=jl{38gfmwWUb>|YOD0F+3$h!?MjTx2KBIbHz|6N51BW1WLskS%&4(3ofj*PvOYZia5&*fXXRX@WyQO~9QX z&0wsFS=jhsBk?ZNg3t*KxC&0PA{M*qPYDnQ#zOKJA#W^7_O52X$by0%owa_%<5@ z+O{*I@FGP&Xow$S#eap}78Z$4yWU<(`ucULUOQ4Vl>#CJfnn%RuttoO74qck`O$O{#h~HB$hj?=+8nj2}pZg4Smy=fVHs@P=$oATU3rtki7XW zoTy78Wa;d+rXB}`XnawM7E${+2&Q%i3Oj*)@)1hPNP?=0;%fr(jd*mWVxDQZO7^9d z`Lt4Rb*}J0f+E@Qf#Z0U`W9r58YQ-<4e#!PG~LF&I;Oq}ZgTvU2wYIJo$b8&O?cp>+SJWaJ~(DglN_7-@oW4ZO~FH65zP^W-`>=Dzxr!R};M% zfzUwg@{n`f?-D;*9aU)#6$7TJsRRAWra-H#fHjD=uaO?XrkUO@&W%MecUPiFOt8+~_bE z*?O<2+7z|=qj$blT`fBgkE(=Az}Oj~a+?#8rDfc^$fm4ur!o9-VIz_KdRNh!^|N5A z;ueY=N?8g!Ex*nMJY$B=(9oro#)0ANQrI}&Xap+58gz|Tt45JW%Wm1Pb0%il#&QrC z8EX&mX>|se3o(%ZH|^!mw+y`}rRCb~OR;R?yxs8iBGy+?0Ks>J6CbPnl(jZ}gGUD= z5ZciVcTYAQ$Ih+f=<5z2Ava40OPlcfSDMM3_1CR%Yi#88Ig5Y}hAolDLP3a+R=6j}gdT47?X||e zPTb01WDv(ede_~@-cgDD!EE$qcjpd??eUs^No>PR{xjZpAzPQIyeiKM&Bk9rt>Gr!0J6FwGCg%_Y& z&2k;IT4*a?&7oVy|8nqKOc{noq6D${P<$4ASIMxas~hK3XhhkMCS-E+GBIb|VaVi0 zMqOt#xu)p7SF|+-129`2E(C0i87^2x>&yzh;Dba>+&+!k0bKZ;QT`IEXk1ImOq$n{ z6!9D5>9oUI>EC7TrQ8xQw3p;kp)rs!W70 zIU#}=9z4;2EDxuW_7y2PQF`||)=Aq1;~-}Fmts8;N7<`7brFkN%OsV9oK;4nfE6YU z7{^n(Y;8DLjJmT@<&_IMnZZG_)SfX&)YFz{#=tK+l)EWpR zM(?@z8qXZQMZq_flfV}UqcH0Fw0yzCW$&Z2qg%edZu z$-5?CG6IDf#YvN{?JB&T*soiguyf?>?oFC9#9=b=iNYvibggi6FQlNC$p$X+Mz5p2 z)%G*Zha~04!jKZ6J$(%n@1gVuCyxA@3nPkzBd1>ufyq4HzSK{v6>U!06@$`qtV1i_ zhe4PN%gqJok4uP*vPsx6h=2AmTcW1Zf-UOTxg#5FyjC8Uw4Dl(Km~b@Heqn8UszeU z%~sL9fNRpf8~s%8yBOCZUrl5g!SLv%Ra>up^Dy!PJzHI|B3v}d*f~MowrHx3T2+SFUI%CZ`FEKd7TnGAIi1w+7DJNIxOCYL-pR&pm%?Je;|91 z)PC=wpduza+V65kwZgR)AgO(S84NA7V&Y!ia;s)#m5OE zl|d`K!}#`%&aC6p-KgXO`zkJvB5?7EB=yhfPME62_6D@z2=C=Rp<~h0V^t+vAN?=g z+=iqoI5|4|=7{RIsSR}xmU0d@K16u$``Q~_yLuPJBn)}D5kUbELq&b|DwHDUxsUMh z5>O1pR?FIEfKQV*>Ne#fp7U-4H)te~QyijYr36Fte9nCcYZNPd?n*9h&9fty-0i1| zrdHH4@81qe7_E-fctnTdB;a2ltaU{B-<=!!-(60SoNk{B3=f~y_LLQ z5cK31TM&wh9CHoLXzhCNXcG>H4hMNWoCp&d5kG`DM( zwSrxr2^QTxwtidSF2?bT`yMj9pbmWy^YozE>C;!4v%!Dq`2GA7%hT0JYL0FW*Z0hR?=`H@&zld%84Vwen&b9<3*NJj!YRG3NR7WkvAG{^77PfNeP7 z$L(Cs)A`e*uC92%cM<{r>rZh{-x+)=H%*5MM;08-P;UKop91>7(kyQ(RG>U!+pOIW zOj!Kr|8(Ocf5&ysBhEK*T+blNXE59D+dg+QEa`FF=s($h2T?NZdk?dnA$TBpC;$0- z*Y`b?Fs+o1yWp!al6Tclr>PYIy9J+^%1QF9gnlUP7ZYNHY#*bzN8wQFtc`Y%oFOt; z?I8(Nlbk?eoqV%8IV16Y#UkYu@bD%z_SI15ko4sQr~1)=V(CNPE121eHp8-Rl5z(I zA@UOTta1T<>o55ocN4Ssp>SqJ_v^D`;uAk`9-ySjy8YEtpEd&yQ3!2OCpC8Jo;DS~ zLuguY0^yqN1iyu&Jb)VukfT2Fcig(a)Z;}{X>$9)w`sSF`s(Y%!foy2MvJJ~Vq3aD z!9;}^G&U6b)8PFB>myjW@Xh#-_=VeWUv9Bb(DUgOV-LXrDAX4xU6GV`-hP2UJUpDH z7Hp^FcR$b-aevAAVQ$TGA4hLXagfRxW>ax0*pB>IwRzE&JT_lX0wjE_`O)#&>2{lo zC4Cy1dUlYE4;abnX8+Nxv~B8mZOOcJS!_Hfb@BTjSI-Z!}0Ikod4SW@+B#Y zh=`*XsV*rKD}a@glnKbeO3KQ~2_R(!aB`FCld?!y+qs#$fJ!@KH*+y_Q%5s%QWiOL z2TM0AQXl{b&!XyX;`Yi3v{S;-#h#Q!?dP_ZqKS>UsT-+)0Q|oYd1dme$X4_MU|04r z+l8n|eG^Pufokb z9erH+V1jDu)zEq-Op}TH>W=v79COL;b!u2%rE8eoQd7!Tz>mVK$I?!{Mgx5!S;clb z2nDd)`2=0su=$p&pYLD935fAx5&}&;-IMAxW+LZIc@~5}h6abTJI$KzZoKfdCzp4D zim97OHXJn*cR`3`cH;fOQzZS(aZrH2(aHUt^f{#E8{7Ih`{;F@VK1M?rYRN4mfF7h zALt7k*B2?eC8;bMMA>W$dEl;%Mqh%E|${NClon+yUe`YX?ixXOD|nTUeO8m^+x7 zyMi1K^6_6j`}a8l0?%%DadmsHhZF!0@~nf~|3wqfDPrcXrY_b_ZjLUbtiZq8eZErO z*v-ZInPLED0N|OBpuc}_fm)X{{#Q$E92}%93dZ&z4gR-QzYy&iF7R*Ee_27(+RV)g zq%PZYv(K#iy8}Gqcm=MGTqXZ zl!x<=_5Oc{EbV4&XKgC%U}X4l*H54z^KgKEs=ArmYdr7&%l^-r{9-~Dt$zdj zMW1H{pY_ot~xk=eU{$vLY7TiE?QcfTzJP$}ME^YuR8y5#DkO%Nn zI6yd`k3XLeu_n7w9*T zjg$k_IM=gqu#vKX20f6Fa&mBza&Uku;RKR$v4hU#1_1zowx7%A<3NyrMoTWx_0M(k zaPxr5zxF+sKa~M;!9SPJAfAxd8^|y`&)2b&a)3&1kg=Z2pThQh9_LRZJeSYy|8&~30YMl* zhJ}A_lLK_kPow+|?z#NQwC9%CpMLS=1XH+2Mf79S^cl}+0Tn7I)ke{g7xmZCL{N=}I9{dC9vra$B1R~V)RsXK# z8595j|MS?tD&XPd0rk$m~%&`Pk%A9?cs7kaj28V;&=U3Y%pbU0 zmB0>J1a(2dnsl_Z$e6t*B>)za?Caxgd+BDae@EY+8o-2aYMtpjb0 z^7=t=vQ{7<9iS%pzb9I@zsK0;Ipe>DKb-9Uuon=>t_Dz=LhA&;iux29L7Mu{3pA^ZKib=o>_hWI(ijI4lvRMEj3fJp%(ov>(525xRz)zg ziN8AgNSiV5t~N}mH@te6*zGjCLDf_8Wk|MkN0YAQ13ROYtZ0 zCG-FgMSZef;|xZFz6^Y2Mw5K=cq+g)q!B0`2}aA}o>o)%lGK_S?rCas(}Zu=b1{2t zw6k7}1!IJ6BA20eRs60dEvBW0x39DZkfr;zIP*=Id}8`Oy)0fMLUvDmi47HftIi@mNRize3H&bZPa(FYBeU?jG=o;pVM|!jr z6{fOhqFEMz$mht&vcx!;G>X6`Q6!(u?KS8hlm7Kp^1jytxZRa2-){{6OGp2&3p;QYFr_-{PmPcFn)wZ~~P71?M%ZYZqgc9Wss_ zQHVLT2`*kbY4vDee-PCs;#)i(rx}-~X|VBNteM|H;ripj4)6~w9LmxTAWF6#V_gM- zZ83KY2rHgGRT53Z85vp0W{#l|5TJQQc1;NH^y|(?r{87_>0f?&iA4<8_?ku;(jd%d z369wjH}!#g)c3+bhbIwVk&P5*>Fb5qpi!#OLFWnntZ{}l&G)d7iC8HP0&N9D*-6@ex-~CSV>IQkP4T{p?K1a$6)vp}%?|nU z!56vau9ys6|3hXF4Kz%i5MR}PLr$b-=zDkfoQ9ZOd^#e0IlnO%_aB;zlk*?e0&>=Yhy>tz_8hx9fQ?NFz|N)&A`%-rI}FgZ+2}Qo zQA#BETVq(tE_@JybX+@mNo$lo^5|KE$#bJ!{{{)qA0lC6=lBN{aivc&qO6F={7^Ws zMh}cW*`89#D;@kY5>BCHI)Vv0=@u?P_P@Psn0IWTmO7Q~g!xpX%sz=?|90K_3O)2}+b_-((aNO)wdKpQL;PsE_^X zToW(pJ~_0M$-|VkbXIgK=Zm66ou<4?m$lC(KvQz1r{H&1OEk6fp+NmU^I<(cTTI$C$s42%t5&189z4nV@SD zD!7n$$u3zxTMN+57*#8UXMt#7O-e;9p%Oewhycp@U%TjUDSv6Rv$5PGJ7eZ7yw!3s zYzbR*nMyaQRwNu^8LU&&%GFrQ6TJ+j#XtdL+6aQ$Y$trW#3}Ats0wxI@iBX0Bs1$E z)Gs=PC#5ZnW_%xyb&#)AX}5V!OR70r9-8ZB5`mNgM%P}36#1@r>3w)eazZK5^ksDZ zg>ILAq_L8&?h2%r#U$#|dVCBT@N^2#SsTq(kpD1GnXO(K4@KV6_i~L*F)&FW~9jk8dtC&@u81ZZ@8b57K-)<&WRnd>~v1-C>6lx#Gy11m#(c%!SSr6~x zh6z)mStSUH|M<_ox> zcc2lz3pB#x7Bj*yzA+Lu6K14PRV_wFMflKzT7lg4daw{2?06rS?Kg1#G$aD89e$;k ze2g%9Cn+q%c`Lc1lGx;voA>mSVc9HlTc^T{NNn-fUpZ`K0cTBYShh-Z?~+nG)d6}4 z%V!^kAK9ekvchJ38XD3!_h?Kd^B@#?6;9?uAm@I9SEaH44!NEYWPbwPXt#L4Vro3X-bL>HO z$g7GS?!@>c3RRQjK1`PcX)pYFk>bD+`z6{cbnTu?ZL^%ib;p@5LiPf$ZnZs(5L}Au zx)C&3Zx7ruSnulcIyN0GiF!+vboa+EdNh1W4U?sAtz3b4Ft|KMJqaI?7pxq?dIV6u zevs(<2KqNZM$*UeC5x_g)*-1XnmuR*erMjkcqeJ@{ue?~AGa`DE{PVmSa2#LK>wlW z&TB5;+MT_;H6W4*d#>XA;)0yOL7zyx-cE5Ju1=6X0ces>+&cvq4|;wX4Ko$`dJ_M> zDH5+Trgty9eNC{NC+GMc2fHbF<2SDP(=d@0v^f8VYu+}yL$V@@x~d1Edj;|y;R#CC zJ`^EXx2_9)_X_cf;D_sR(eDeLLK0kW7-esbWm}E8Ht)YJt`<_5gux}p(9Dy*K8*sZ z9d6EfKt=E55703w$ ztsMZ>Y5+D)WdJAp3loe`Oi||duz#-}gi2kS-VeJPfr@FcLpY?)-?aV5Vc0)=0FbTm zIVxlaM-RgWty?Uhf392FOCp;^m~o^Kdxybm5d-U}GG9mNim(eOz1Bi4u%Na;mF9*Z zPlW~>s>9m-4VFKR!~SD7|1FjjR1IbvIYyY#7gH%t@Z{OhU^#w>^}lKKPotUVMB}g4 z7mt@sfFOkxyUBh{5%^>0Wm>wr%hM_QJ2_5|)Z&K_8Hz%5#(m6JfQP{^V`dG9^@L?v zF)yOXF-LdkziI`|WzlVo){E6&SF^dS9ufs_A?;UWs?{_p_w$zWVsRJl4}UK``_aTW z+)feB24y$TgUso)+h81xkvFE{8GbMJwkWYAZ_DGY-EDAUfBWzpR+9qf{Sg%|%xnK# zIJqzK@7=?Mw)g0~UEsc5I)Azns%mV7%eRBw8AOdn7XGAA5#W6MWBrM@Cu@HhQ8U)_ zl26X|(>4q1P*iiE_!;Kx6+h0$V??6!p)^yM89&i|y{eHl;lha@B*!->N>LUOzp>-5 zvDp9QeL;x?CU#I4W#!^w2W47;!2k310M{=`+yCqCz&6|Sq{YdhKDf)q#rdMvrIV4u zm4Xz3@_DA30RuOLhyUM5+5a@|VFe|e{^9Yrvgkdeh@v-{B9a%9(7xGjEi&gFAIaov z1B-2*l9x2=*?{F?i$lie<@I9(YK zK4K7AAbTg};k`%Y#aci8u;WsAHhw4RbZvMoS$&o{*4t^eiyUHcO?T#-L8Pp|W)?7Q z>M(B`fc34ks;<0XH)Lg8ANU^ftc39N0jk86H{>^({%Jq}Wc%k7%%S|rxetJN%mIaS zk#(EQ9_Ly)ywZUr#D`^!4=GgIY9`aHca)%B)4d}ZeuOE1Cty_g1Nr*x_5tw{S&Qm? ziVrUANbk#nSS|S!pC+gv7DV~T=FqDf*aHUWJOD;eOW$Wfp;}6SwbO;_TicI1CXvW5 z8L_o$8Ad*G?7@reij)zP>PzFq5>Yt{gF^`|{};4mSjAFG3MB zGIT!(*@FC%2ExSW+meZzxvJy3cEnGT*XrgRC7{x@td?$7p%K+5`NK zWbX!{5l&pKOFEfvw9r86GJt}M*p-Iyh8$5w9{TB{%ZHBb21WDdAUXIUZ0o@)*1hkztR&s=0#7g^x7iB_ zMW5!I296=Zqg1~BhNpiThk@=A{G&rge?kH!t;C*_R{qo$Ikd^O0R*Hnt4@k7K25yn zY^v+VVd0S3h>W1OB|@j=8F4g8sKjKQmWvkxZ)b6w;@eQ20ku2r@sHVQr)9=N*{(BAcb;RqfUIRYT_Pw@})pN zb(rlHR`IUl%9AqU3x}u4LE*Z_=q!^x^!dJS%9p$B6a+L2j3jYNKv%;KNG?f~`lU-~i<4IlrmOxKnE*HXC zrwzW@^i85;FQImBr}3nm^SmMWeDP3?_8_Tr7}>aAo=*~dO!4q52CQzB#9XxNu(|ip z$<3i3N_G=|5G}s|Ks7|WA0o;Gm4bDBrZ4jA0H=)6SN)AM|1_Fm|7QmBU+DpM08D~J zm{3Z5q(~GQjucq$=AFcs9{3`k)8pchmBrr|#gWmrM?bbj@g_}k{^ zPA2B6E)0iW1$$IIFy;AFf^#QR=Lp6WUP+}|N# z;D2Q1nN)aUDOnLm9^n0rz>dFMW)sWJ-aolXt3yGR+Ks&2ap@7G@@IUzqHMdhAYt*o z`=YXJH1u3*Wso<*c2HbzD5cv{jB$sx_hs+v^OajX;=A(Ep<0-JmZcj!jgu0%5t05k zz`7p#*dF@9YNKQFQXenX{GJlZ#qBpw0)4JHud&-HtU6il_RA=|+VjPi`7KuJbWu{Q zC6h5zf={i-M|Nb788rvC??^$5Vm=WY&A<-;&;D1;v26C{Vz$PX!TJ4t-}V;c3Ly0l z`pxsXU)-h9cSFdekJ^18eH=U_D`G<}tT>dRX;jAYJQ~ugZEnqyX4Ab9j~c@qKkiPu z_I$@yHpcfV1*1Sg{1(rr0TL-|`)J8FEmWeBr;CBgm(#=B3F=5mW3{~Ij724ep$u?hs;SNjzV2WU|X z>IN$vs!l=U?>hXl-D+&kIzEQbFjO%Ki7>NhPs{qxQmqv9>}ZnQP*sZv#GR&(s`TAp z*J4gERZ32vH8R0NDr4~9ve96X&rZx9@Ol}i3P4n%D$rqj!6bq~S8f`5B`E}V@)5AD zqb0`Uqf&OI%f6A9O5&IP!LWOspUm#&PtD+Z=i^d>X_Geui$$u{yak%zR^ccLCFMO%yK8hg&&kB{?tqL*T?4d~ z;Nc3Ul5Pc>R#cz7V?#S9GiwWs`xmkot{!2;b$#;w zw--RScK<9F^B+$5ISK~$fR=G!_(?BLepB(E#&oQpbkMKv6^|Q1f+Rx}Jy+XA|AHq_ z5j!4va{N3=4G({CHBTgjF*Vr>IO{%NP=%= zKYF&Qw+D!*0#bjY%b$it|CxW`P~oXq6GHrXmod;|EOQ^K#Q*GbSdt;UXq`q>dMtLb z^_@AHI#VKZ$Emb^B*B-PA^1p)1Wl^t0>pTwyO*JA9hM`l?em#vq_WBIiHQjVR0xlV zsq4&y`=+*naTK2X-bU)tA?V;Em>7As+Pt57(qn$SECd(aLUXCmY9utpl0s^6UdB2X zy?Ql>PipZlB??|&BNE$R`0~BvN52~_H7(MqQ$lH{=oqE=K#!nhDMX%H>`%ok-?fw8 z!MUBjAwT=ji7q{wX`;{j9Yw&6vABbCd!#Z}=DQSwt=zI_p0xESd16JXxFeUNAAgh3 z74vX_!5FEq>O8Hr?__C~DQ!BQd8j90IwJc3VfZM<%Wxoi(pNuPe?wX77TS10WTe~x zL*l&XOlU`N*QuO_CXG=Hr$hK*@Zc~}QeGx!rG7=!6o&OLgX(pg=V`cI zo?W@0husOVc~G&Wrg7Eei}hQH|DX2GH71HHisLF8=~D4ksrbrNf=W@NF2@D-))hql;SS~WhZu?m5jnjqQ)AGM95peaRb)y7vuV|`W| zn^s$m{olL0usgF=t0w*8e&NoUb02eO=A3iy{7%^2y=0KN%dJhq$af;IhK$cqiSvp} zC-49Hx;s+nI{)~bRP$6W_Qm4necjUCCz@96O|7m7yFTlO9!(9skD2;!TC;qA#k)~c zUP_y^;mWXDZTzyX8#lkcap|DOMVAjneQul{Rq*`Zvyx99clK==z>kU8JXT*dapu}X z&5dEP-S6%C{@cW912&KC)yKZ)q~YG$YZt^bM;huIf4@E3xpkMiU&e12w+~!4W&3TB zZM!}0{M9>mLu#ttiU=}+j~Y9Qftxx)MIHGN8#2GTHB^_8b>q|I#6N6?1t}ry;GQeL z`0mXfJIbT%?%KPDquy?aNnDxJQhu)Z%gjldq;WM-=g%BSZOF7o^jR2WJdYZdX=Hny z<35fL57A&dw(Py}y<$odGS1XbN2r>ay!!O)*3b$~M1sLqQxLwUyvKnLtCDMu-HiF* z{nx^qR%L}(Z8|bI?~{4iQvXv!whe4)tGoPH@12!17PekY+7X>!KJi+*<ir+5pUKQT8&?tJk{&hS<1~Tm24U)< z9`JNK^HdQvFLYUwyKcsA_x(9Vtz(S6?tb(gShcn8@QJo8`+#Ay7e|O$mn=&M2>3VK)p5%cmNZ7+T(!VG|I#<9k);KZ zj*_mu4b55473_$ZlCf><`eiAd+wL#g`|GF+8!B%dTsQE}z_r(Jj;Xhv8(vT{^su8J zceI{A&_A?q;*hariPiSD`eSo{;`;r{%2KP>*`yq`+O`yrNOopxgmR>nNT=Gcmgj0~G!X3sZS z8P;xcSZuir3;{dO*%Ue>^X%3-H5;A+^Jj2`E*9mbqFCRd@!3=|LisQ1`GVLUz5jEo+DUJd{u z(h~lF^~=K$8P&L>oc%b)b#l zI{@81Y>O+9%R>)zik}>9^xGYK0MbYn32DSG`;bQe0QEm1jap8QGzQ<&!}ZFMMurVQ z8CCu$BX&d{3uW}Jex9L>6oq?+GCmY##FO@PQAU7!1af>llo6CB{Oc2-j9fd$NN~pg z7iAP4j512VO9|rYhcS|}4`KBEeQGEp^Uf?$f|1Z|OTSN#`7sQFzVxp)O*OC~`f z^!YcMa-qo580EHF)Y=3CvTaZq_t`Jyp~zx&JHdm~6CG3Qzr;4!+(>1>BqUpMNfrmf zV$w=`GRIV79SCX?eTb|9IYKUr%{qZh?uZGaIS^cGE#fUf5O^V0tskyd506oK z^pMRlqR8m77usBfmTX2Fr-|c6GWjl-eKgBdSsj=YRT&vC_@?mp1(kuh)?PY z8K=g4$n-d32IMmG%J|DjS%+spCewm5m&-WBssS=iInQj#xmMo>o${Cz8NPt|uw`kTk^52DT^Z)QT}nBtJy1rzh`MU|qeIcqN&P zH4$;hw${g8N#;+{) IF*Ql`4=>&UwEzGB literal 0 HcmV?d00001 From 32f3c841495285369f239d2f282e01e5f65becd4 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 16:57:51 +0900 Subject: [PATCH 03/73] Update moldb.rst --- documents/userguide/moldb.rst | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/documents/userguide/moldb.rst b/documents/userguide/moldb.rst index 2c4893d0..3b383490 100644 --- a/documents/userguide/moldb.rst +++ b/documents/userguide/moldb.rst @@ -72,10 +72,14 @@ where :math:`c_2 = h c/k_B`. In exojax, S(T) is computed using the normalized pa Masking Weak Lines ------------------ -exojax has the capability to mask the weak lines to reduce the computational cost by providing two parameters, ``crit`` and ``Ttyp``, to `moldb.MdbExomol <../exojax/exojax.spec.html#exojax.spec.moldb.MdbExomol>`_ and `moldb.MdbExoHit <../exojax/exojax.spec.html#exojax.spec.moldb.MdbHit>`_ such as +exojax has the capability to mask the weak lines to reduce the computational cost. You can do this by providing two parameters, line strength criterion ``crit`` and typical temperature of the system ``Ttyp``, to `moldb.MdbExomol <../exojax/exojax.spec.html#exojax.spec.moldb.MdbExomol>`_ and `moldb.MdbExoHit <../exojax/exojax.spec.html#exojax.spec.moldb.MdbHit>`_ such as .. code:: ipython >>> mdbCO=moldb.MdbExomol('.database/CO/12C-16O/Li2015',nus,crit=1.e-40,Ttyp=2000.) -In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest since usually, number of the lines whose strengths are above a certain criterion increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K while for exojax<1.1, masking is only possible based on the line strengths at 296 K (i.e., ``Ttyp`` is not available). +In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest. This is because the number of the lines whose strengths are above a certain criterion usually increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K, while for exojax<1.1, masking is only possible based on the line strengths at 296 K (i.e., ``Ttyp`` is not available). + +The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is quite essential. + +.. image:: crit.pdf From 738383215aa834587217f084f694d78a8a5ebcb1 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 16:58:55 +0900 Subject: [PATCH 04/73] Add files via upload --- documents/userguide/crit.png | Bin 0 -> 66135 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 documents/userguide/crit.png diff --git a/documents/userguide/crit.png b/documents/userguide/crit.png new file mode 100644 index 0000000000000000000000000000000000000000..519e06f73cf98377686c1ff21d19ee410e5d869f GIT binary patch literal 66135 zcmbrm1yq!8`!zZsh;+ArlF}tzf#X&Cvv8?1!_4#Cab5e`*WP#NI|WH}6cQ8&1cELt1yzPXo;X7w@T||Cf@j7)o*;t1 z5FEv%RiA-}=QHCF@PA}GsrQZ$2&Mt-4_tvrz6E%a*GXK{NyXOG$<@HY1Y&LAWcSh5 z>7#|=3l|dyM+;jUP8N0+4yG68PEL0GtgQd_I*YA?87obAmJ9^)0wN6+Rdq|-U-+b> zy77Q?G|bjk@$404s_(be&jqgx>-}lNOf5{cTCFTCUGfH+;KgQujt73ORei3!Dimypb77BqZ&zDnabl)U9hgwf%eu_YJ{EmUO? zh5qw!|1Gr*`PV;HeVBGb{&}1ch4WMX^APIEj{4^*sp!fAs(+puHTpkzTQ*5RKtS8@ zFs8b?dPQw*@2^-Y`-54oEF&c<92^|@Q0V7mPBRp;K(z5@kISQIpSvf6sXW1ffry@- zo>;iJR8CAB?@UZguGZremseKc93362Y!*ml6PWzOvat9`h(mt;l8PW=haVamijkt8 zuC_{?_0Cfc6%Qw9pP3=v+}u36yzJfRPeha{eh)6+((Y_q2>}UdZM;wg+}@k_?}_1` zJc-TBWOaINiIAO>Q)#~@;j}Xzc!|<8svb`PB?vF&p!=uqF&83*F$`CIW{9+UdlU&fZxmhTRTqx|}{uY%i7)?`8 zkG#S4Fsh=0&GX@U>*)BneYV;vFiQNX=};OUul*`Q6qx|66P_itp69VRFE8(M<6(=6 zHK~yMYbGY93ged>BY#2Qw;J zYqL;cF-DtZ6brXESIde)E*KIJfBQ7`fy1zMR+LdB-*`M~ao~v2urSO5~ zE2LwQl7@rz+yO=ymsSpopPUN^Clq>6sa#m{L!JU`B=?}pMGs7$yJI9uDyo&$RZ7^6 zva_>GDJlk+mzP_n>aa)}8&gk~Y6q{b8cO9U!{L5;Y470hIWaMDwg$}g>Xg0@{wr+a zhG^lNXO5c#?REBR5J5Te1b#!(~}yl$4aH8dX|<{P@AfhQ*Gb0}5h-+TWR~sw(K|=HMq* zI*WNE3Qym~W)Gv8A0}=G)l+tx1H>Qa>##|AZ1BKlFTkdf_y8u=&e8EL7;U?UyH6#0 z%_O$X=LsW!e!W@W*jVX_BrWO<4Gj&6j0`L-WuBj(XLHw7VbcG> zz`&1Z(d}*9cuG4BdWhw_v8!DWb&OWKLL1QEMkchjiX^^%QF^^s-pc0sS4XGSn~a>C zJc-MS;JZRP11uud*Vk)Se1LQLJ0E&>=EN%?uy#JB-5K$Lp~E3?3f7 z=wl|E0esEJ8F&zry2A;LI)l*N&bF~LJpS?p1O<_Fk>>wbOg$|8zlgK{6}1Zp!otHV z&Hqs15fXw0O#-K9n`_myDV6Bf99zZ}WEB-2jXNQxpn&o5}I%}?5#Efrb%6Q zv+Sg5!9vcFF^P$Ut7~h4QA*5}rnt8Pf`(oT5Yu8zJzI3DO;5wY9;>p4q|(1#-pz2U zUI(yOyy`Yd`ZTv8K?+&#UeM4Wg2ezLxL7Y7rPa z=K6O&9KEuBpLYM{zh%U1t$t>P?)x;#SMf6Q{R~}OKHY0_hTqkPL5fwP)i6JQ4nFlJ zqLa0n`t@tPtgNh<{tYq7mz0)R;6m|l%U|yQ8nnFh@ess@9C=!4H;q@*=YWNMquSkkn`=r~SQG3sLXp5>boSo+8RTe!m!fHZ45yZ2b8RZAk!XJ-WQc{k zAn8z+i4zSM8(SzmGm|1$nf|lCKlbzI^UD{!w|NO%LC)+Uzt}eL6Wcvj9^8d4SF_(} zrX~xXCoLHruG}9~I$OHBnbGY>$(H_Tj{C{=;8x4ZGCwG0kqn=%`|*Q8-z9Ts2m`p& zukrDfouWu`a&j-?Wr`Q_OJ{w>(-U9_!K>=wm%L}?p{4(<=7Wq`#NLj&$?f@VJy8?w z4^iu>9>p>Dto&eRdjVA z{O8hFh0SW!XYb9WJeqd*K5r$Ejmz9RpAU+7vX9RxZ4*JES{kaV0bO0tD$5BJ0s;cD zUJE=FRMgn7UlA}dF_V&$3lGNBt=mX3LPDNFD%gMAguZ)i(EVVgS^1bUIa^-rTGRb4 zzma)}+9bO$5c$TVrfqks;RjN52wFlc_M^`j{!4eU_v6^u*ciIa(Iy@wE|}>pd~vER zcyHB3=^yH1KA+7~e*GPP-yL$Ck5pz;ZbJi zTXNb)k6=T$4ocb0d3;#;nWm9i^N?cFeiN^Sgml^LPghDwNxc)&t1`z1u#9B>FUU7+ zhF#AzwX`~hhA=oy2i{0aOZ(5Bou2xGI3V`+EomC&@{w$5p{7*Ds;LwuC3{0k!V|>& z{v!2IovfRtrNm%+i({?S*xjE9g8f)AaWZ1Er$kk20!Y6ul6vNB{zAvq)uLNQ8%IfH;}|* zej9_t(m9$Z3!7MgOf$W2kRKi%*f=>mYpmzSgY<2{D25ZV_5f(}B326gQ~*rCZ}tom zQxbqf@SY%>g@%8LbP^ikntWyOSG;o~FP+S-CZT6}>{ z%z*$9Vn}GH=$kihN?XaT4V5&c-@JiDJ?B$4xdpIy1myY&eq3Q;;ptji3XpyC*8-r> zlrf)fgDfhd0D)vg%`-DWf_q|2Br9SUg~QI(s1Rsrg(^n5;^p35)3Iz&TSt}4h9p1) zEjPQ2CEB$Z069S*RTg7Uy>2hWm6dTIA2tV)-8SMiio9Ct>-kb%TfiF`8S(NLmCN27 z)GlRLR8*+*jgF2kFE4+qDSiLbl#Po^TuV!nb@0{m^c*RhBko7a6%CpT@H#I z?8$Kei?`8v=a!9N4Vcf>9H@ve6qmUw6{@2AAlH>Y`<~D8 z?+PGSI*twCM}}Kh02To{q-0`3^SU`}4?-u!!ov%=x^k4ix~$yuG8 zd_h#qGQ!3#OiGo)ZZ!^hu~m9rS)Fv$H9Go3k8hXbZWI8+e8o)lxy$W8R9_Pk)OXr( zzbvZKii(OpLqRFBf83oYX8&|zESJoI2&r&6(Ar;WrP!M)mz0uv1}XR(S{w~(1cTWs z3y3eh%6HYmWk!H8it(ci8~nb66ntJ9eIh2w<`$Uez;w+>F8dJH+sCf^r&!)`KT@{4 zF2ly0ax7K96>98DjU!zeEQ-=SHiio-G+wu(Z@Y)L4IErtfjWBUi|q|)t@{(jgb6IV zVPGZm^6|mFI>h?&+xY1Gyi|kbn`I;b{orSJA)~G}wOUnK`Eybd(Lge%q_xL~4=)rl z1PfywbMx~%7Z=H=%5*!ykRJ{5EU9|vfZHHo)hmg0#KE?ZRTnKB!6u2v^lABab9cI+ z!DeMAFhI0U{{cWLdrq+DK{;`J+)L3pK8^>QE`KCUyX%vUe2m{E0}Bge|Hhc%;iv%C zf~y$;z*1}L85&vuh=4uO6w&yM>MuAsaVfm7UIN%S`;7)!M^|@(oK>d|E1ZD2$kpSi z(zuDS@f(&zjU9MrJG+80^oX}XXzgGx$7E(=f;_lCU$0W_b_Gi2*!XxvSy|bSi%s=C zD~XOdmBjh?@86c<25;SWAW!Ib83aH5G}N{IFyGp``QF!ZZf$C$ zOvTc39ff9gU@pf!?dTJhT;#ba2G!_WA6+?Yet5Vm!zDEx`Tq7ikD0pb7Zl+VZYw64 z3Ff923{I~pDV5kbI6CgGPuYDQ?ig;r%9zAk9oVD9s$?C;}-MG zv1RmlYQY$S{jBV+E5c?xL$oHAFR`&h+n2dwi-r>qo5PUm)e_fUQc@Ou4A3t`+@{Pc9 z;Fp1p+ZA`8Z{+3aKz|uh8YDE;lpVtG>huplO`M&97mt<&K0X2 z^UL3h47kkL*c0pT)2VX#sy~(9-`y>5Yy^&syo*dz$zFHWEOu~k_+Vt@zrX)6QbAiL zsNHMGCbA~6%Ck;lj;iytJxX(5&_{8bC|5M$yRutV1@w)F#~ouu^N4+jl<~R)A7G$9 z*xE*K4yK}#g!yhf)htpGbtirNm)1b{t~k(CXM zGCGozmp3rZohy_DzeZfZdZF9BpG6iBB?^U4xz$eFJe*ygi=4XYb|iN6yifff%QwU*-IZ6`VH zAg_zill}{x_9g?ez$h`Od+zGvx<*5F*KVaSeEv(y>^{J%xp#u)`H|Os?As!}`tDIi zLm#)qqL@32Sr>J7!|lPH5Lh4RV2tfwJP1R;-g#-qK$+bWDNeQ%AJeR{!tRQBp|60; zA13kaeddLZI~Gdd3f?bhu7`>@Z#d7RYk7YqOiY=56DH>dfoPJ&`p&fK;PIkk$9j*P@jHWxmztNC==k_JBr1x4KdjyI z^0yvd!mq%nKQBg1}gv9LZ=(Zf*jAaU?*lCl~g7WoKBl+-%o6g1swG%|!-Ter(xL zMuO&k(pI3&0#!)mp)$kh4?a;`>{xC)Y5(4|v^0<*5g>rr3H|prF|ncMA=9{l+$| z;qK1U>0lNgaMQ&ukAOCWkzfOvA{1N0nUbyE_b}WE5>7$X@%edRZLMp3^w+O=6YQ82 z!dNw$YHNLFM=QzxK%Y~N$br3+c`j*_ zecmJlO9f+(r2e13aAZ+oWAD&36Pw|KZ~6A^8_8ukAnD@h6nnnXt3V)DQ)S(N-LCY$ zcL%Kj2*l9PFvC3xu$>VkTqpqAh#xLC7Yp^Yx5Mc+IEex>6o6pBXoE7OsF#nAZ}@Ij ziW49VnLa!=uF2F(1_a&wzZQ!#B>uKNwiynOkxqOwxSOO?DsdUon>T(g*D0dDN1)3hre`kcZ70sm8M zE-}_X^5EWiA&|uMo;SEt9Mki?iraf^$b~}V>l+%1CeZNH-<{|22stap#m2(b>tG-u zAypq>U|>ke$`-4U(kZ01fmwrXpNV^S?OGf0t)X=L%fGsE8G^*100uuW+PcAMN7-87 zzr#Vz>7D6TOugO+(G0QP0{qGa6^$9XMwXWqaZmP32LeE7iu{%5;nV7IKbi2eXn5HB z1b#nd{89HKDAA?CwymzN-nIV^bSFiPQ{5|*_oJ^SMcW|#&Hs0r81xk)C`3SGIJmL#rgJWZ1eRJ1gC;lCPj0^Y!f(THM!#3U*8rhhX6ckW;gTe!;RI3_? z;YYjFFmp#mc@z~@xo6?iNdCl~XY_XR)MZS>D2^)j56V-CD~a*C3cn?gB(0<(yB_c9vU|)fyH)pFl8W5# zOv}{)_2}!J!HfW~L$2;qd&P7jz!!J)_oI4ydy7e0R1A2Y-xhcaxMFU_{X~#aaa|&B zq;W#<=K!Pk$8?cAfUN#_-~acr+|C{x1eVV0UUMQrs$45NRxt1Xv@10=ua3LjV>y$q zwF>xqB`P2P876$ELrchygN=RnUr4ZuPATkD7Sod$z}}LQk{X+tSvk!r>lWG2{%)~8 zILZw524Q0H7Ct4dUAg3~#L~kGQ^(pNDp}5A*G+@+;O?p8#PAqKD&37}R+oy;=ElEk zmya}@5;peln;md0RIZTjR~F}$i(5NE@tp%G&&O1y=I5=kelx9l0XkU}hsX$C&T`w& zCPw2D%Oy~}9^tnO7b(_50mQ0wK5=AAAQ3vn{7@K+Al)ClHu=LqN=x{;eR!}r*Am6y zg=q06ftC;w@%J{aShrJ=e9)3JIWb#Y6opc|xH~G6g$@s$UV^CEbMq{1eWomTbJ;HOe{3x<*i~uotRAu{lFzzlUSs&h2Ko&5;5J;3ao^Mx#Cqju}_T*+P=KacJ7k74_ z!a`q{$D=^B2y5suygVYHUWY5R;@8NnUz$@+hw#8*T*UuXWq z>&B(KO@w{|XzhPk4+F|i)i5S?{YUdARAWBC~ZXP*I{(TIe8g*bdw$4=_77f}PU42=^ zgB%j_+V65a)?9w}IkQuM)|>-}^!77L1v*m{GEpP33q4TVa>dl3@I&luEX%ml96ul- zl@dBZMi&2|fJrYFE@MR(6Hyc>%}hk|2Z`IwV!{5Sh$GV0pTMgG}gL&SlL25 zyBlYcPPLy)1g3X^YSAr5dmvN|gib*ChQ2IS(I9>4QNBGWmqaxgxy9;5IK~;dlF@)-)#K7#V8g;MV(ZmJIzm8!VNqUv zVbzaCD^oZG7QJ75vUI%27iqVNdma0yW3726gzd_-ffH*pT#O~5Qf(SY<)~l7x&{_y zf;dn0u|P`QL0(jm%qGl|3^y+q@O+EcX~xgLW0v*E#9At#WD@oXC%-GEhkgG?&2#I4 zB0ML^QTwtB?@5+OLn9ad3;fXc?l$b-AM6N(Wjl^N_M3a>!l1_jK_MiV3Oi7epL8tp z+s~X=*)^`XCgOTMOo z&!>8+)>L@?aG?pqUl6vTVf=mxX9+C@?6lMrRO09m61a=;Sc&F_hg^U^sTP1f++sVNZ+|~73-1h!`fxNmxWwp$P?T% zGs2*O`G9;L?~OfVk#rj5WNNV`a>cHJgDn`XU}!@+q|6PaCI?OIH9cJl8m9pM8PY@s z5TDg4HI@S>Bm<*F6_>xs4synltmyk4fPBZRFi3{bFSB=oeGn!O2Z_+52wa=uRHYJk zJ0!!lfCo#q&g#-psYr6K{Qk6c3qiou=vvns)R?!dds9M*K{Cfz*=wavvm53{LH)8p zMFc`37xum*u~N{7;{^*R-RDs`$e7EuXAl?t_0(|aI2))*aw|(!E_1i3?@9DlTURSa zu+bK)O4*;88PL@=WuG`BFq@>&$tLPpGgo|4Uc2*p!pp;xlmH{@}oda1hgMi!ouW#{`?V>#O@+ZRmiE6V{wYml6BYg^>`o1FH(MTOs3F0 z_j>BOKJbVeRiNDj|LgFmxsjgptoLY{@5M!31sj&F;MP;uAx~LFB4T%Vh#eyp1rNnK z-13MViVqoCy|5?(oUm=}!-3FSZg$q*Xhs&=%&jjqGTZTHPJc#f>|j=*awrgH&yH z9DS}}=V||;ly1MC1DV$(2`J7)-x!fAqBI^>gO!od^&Y&HDA*Gyy-R|oA3sJ^TTONJ z_9E@<>})SK3jpT%DWDUpY?sI@D>wFrK;yg}P@4Wojtq8h&)TC$vaDH7`+Go5oOu=B)#xMqlL`;~RqV-&@F)P=c^v3cz_T6RzW?B$FMbRaCrpS^XhHRW~N5Z2QC zJ<^?5=!+aG^>JF|GAS+&7j&8+kc*3pit1`{Q_~68-iNC-Of-_$&k_=DE?H`IvY@?) zw@wXuL!bwno-Ruf|C^Dvw1D4AJe5G6?KIHEu7bPsH{TQc50j7*vb~(W5Uo?ddPxm2 zVetpGE5G{68LVEJtxw*=%D#cPKssD+aKPJHAB7fJnn&M~xgPu|??o=8#f8g{ z5jv3bSsBJoWd+-QIJq=C9&I?uN&$!_P$;cEIpmw9xGpFVBqE65%*@QBsJ~bSiv$G* zwgYX1si`U85W6dldUu`6KtDz->s{N#M0H;ath;2?8&#^&C`O9!0uNYoPY*#Qv#s%7 z^6wa^PPJuPO7E|kvNmZIAC;VJETd{JCLd;wAiI)q|D9znt9K%52f4aTHc1vGpY z5T9so)TO08PvfN-2j^x58cK!m4uLqz zR0qS?dOBLd$#S}nzg)P!iJS<}I3t(eG*pZf(m&tf4u@X>iGB|GBm0h zwxXNHmQ^bN!%9hCcKbSqa7dT-;UK&>u_8lsW(Kp9M1sFcZv-Mp@-4KDR5Q!xebCKt zIPGcKadF-2jc$B~+j9bGOfe5$d=R4?r3qEW%vb*}Aywh*#k}Ki7SM%hwt6>PYWGHw zu{*3wfr@s#XaN+nXyk%KD)|cCSI29``%4YZj2DMX(V)pFR2|tDXav+3pcw$fNQlAmr8oRFMK^>qG?_Q`?Aagbe+QMf%)iQLKF7@hYfLn>E+Fc%ng~)Z z>;laMcF9lA|@tQ;dZ<_i%2*fYlX=+-7iYFb#rzpdu6G^lb$B4 z!tdRHxzsZAgw_0*i-Dn7Uy%&bG(JJh>g?Qew?ekUr|jZ0~%^$mj9_pM}NegGx4ppqjI&c6STv=Kq_a+~F!D;%^ETm*mZe;i;;wk~U zl6B+t3rt&YSBV&!_flytY4Yk`55v~%Aqss^2|eVVtA-EVNo9Zxm{{zUhc=wATkD|` zvUFvOhl8e*D4sLuDFQi%o!z^~wK+gkSXfkRJT|168eh6Ni=b?i%B8ZC@#d42L7U z0TNYUwK9;t7IH@4k!J^4_-6D4U=MK_J8@s*%VTw$pvcWWUwD<^Qcwagb1LRZjGYJ} z^5v=By*CTMWuhQ%p%Y8{DhzRNuPmYoEm;5QTu3-<<1w_>dfgt%_vEFYF#=RcAE=+8SeVyYA`}cM8ONAd2Sk+ zOgsnF^f6}@5b0<_!m?MZHX;MT*(rWUIMUbd4(ZynZH;;8{Iyl0`3c;h$=I4nHOd0Y zEtT6^^||k=4EEcW{M0xv_&xfsxY;W&vs zW22BJMwD_-itg%-{)uAw&@!Er`mNa?Uyv*XNF(t1d9^BibDqXZQ4@_HA1?Xfx;JWg z=(yWp18Tz_w*Q5kNnPv4rE-2APcz@S-GCO;M@$XRBNZkLU1`bnUN~5T&5ob42;Kk6 zsvYz*TUuIxl&P&iDMxhe3a4&R^6fz3pZwB+}dZmX$p; z01ZP$eS+=ELkbxFDXCPk-PTpM6zvpB)AkQpIgnR}*S}bpx)&q^qeW0uGne`qeA2X4 zFUGl_mzbDO%;S_EF#Q>7-#wPZt*ZEPEKGT+;_^9Q%BI55Cwvl1iV>Tj8ZGY=j zlVl<*oQCoJRK9RCFL|h)e*(4a%Z=maM$qzTOTPB6;1`5rz2?nvB^BtJAA%Z$!g~p! zTTvs%wv44_vjF)5kIno$Aq6=(C}_BSw67NdlKc5?ARsqahtdVy zw$fb@2bBKDK^8F?^{gVdenxNi zKTjddCB{eQHps35s8yCW$e04Mbt2v+(Qji4?F-!;+ZTp#+TpC>zV(d^fwY^8gKT3) z@C|I~etN#Tl$7vCyY$!1i6>pgazcp-lh&8MW{ zCmyF`j^O}URjG4Y;l`To4C)h_4QGhIX3{&}=mvU+O5@)+x!=Ec z0GW)(#lC2V`OzAh$=J=h$Vv&)j#TvuC}ySTJvqz zEVasd<_P)}%??-df4Z_iT&pLs|H5^Vm$RB^%u{8ERnZI@_>9xF(67$A_@h6(_LfiF z?dII@>5_ALnHO8tbl3r(@Jc|iU&6&7hCY>NYb?JeFJh+#$!nl2*NL#uy z-*RnEs7`$}V`v@)oR%z0G&`fR@HZD^*sa$0DdWCf1Ld|foh`n*Oi_B0Vwu-ms zmlT#p&2_VQ&SK>%8tL?2LPx*DxgP&06XIKqqnl5`FSSmnP+1F0m%Ur zLQ_IzBz8cNRnk#Eg-XRIr%J6D8$Im}!?fb8`e+)JAP;UlL4L5h#rq{_B8p`}m6D%> zy75&UqdhG>?k#KH%2i~9)?-uL(f5nfw!p?207;QSnrxZ6of4QOcZEuZ5AT9 z^G5cXn_Y?Ant%8G9VJyQQ7J`h*1!4>cr+#`1R=SERcfRa1!G@8a})?mf%uu~@ytk&Wno)ycRYHCo3rk$iJ>6}U zJBHVarB&3Vi~O>=u3nWIo}B{srd<`ge|0kZp*2-D1CX2nIsz}AAx2v@35p{$J&8J42h_7ljY+YcSPiaciDKssAS%K zkt6ZS;RW?>uS_HZnZCR>{%s`n#xV2at4u_V>^}W_VH`biB_R6{0ODy_vB%3>*M9J$ zV2s0Sr|^lB_PEf2=d5r!?Q5s2?My=Dqs7OePJk7+74=4b+clReNoyY6nv`Zr%F$l9 z^oEovRMc|3MP+>NKly~35{EHREL1rVUYrJHJ@ISSw_G%kgmoGc(WycaTsctfMDm|; z7||=t12tSS{0?9DtJuU#bD2o$7>(L86yh{G)Rq&&!^4gr4PN+xMNnnEc@pUd76!FI z;|ijeS2~vBMZ0_((N?n>e5Y}@5>Czpo>h@GmQNP1L>Yq1 z^QgWxHxCUFrhi2ian(*wSB#tA+V26(>575b`>m~>g+X<6=H%Jd>Y=}_Buo8dYaaDR zQ`a7rR(Lzb4+mPy`u=n6jd_s@3F|MweNj;%8%rqvipVRHmi28tbRL%s>lHUG6!YuA z;lt}Y(MIXRLop^y=olR*GC`sFE6nf)H<=x@z&;q+eC80pCh;(F$lJZLvZycenA(t` z8KO4r7@UOX-lTo^Dn5p>ueN^!}$5Y?B(HwMr`Uov8)5M#6ZV5gUI?n>J zyDF`9)Z`8VEod8z_9Lq>0RB>W>rRP>V)a};AJmWP98H|xBDu4LCVts4$Hr5@ee3=Qu6BLtc`;#!k3T37DO3&2=)ftqWm(~nbuGc@26LwFS7F3mI^Ol;+-lx5r zd$@EQAAU4es4ia%{ix=^0GA9GJ#C;Q`PqF|8BX1_XISS{)*Pf8BMm!>t2%D4U3>Og z3WML7iS{ctHI{RShZoo%d6&O>m$K*STY+XQ`+X}rujhfE`VeQ&6r%0<`5O-;#tBw) z&=MIf2{VX#UO(yv1g%_a+!6-2bInffL(28pH(b`x$#B)U*ep5-1Xb^>WBV_2mMVPa zJ%04k&{FZm)s#nrL3=ovIQv0!eIZ^dUEy%kd*$!GVuetp!so=FXezjQfHm^N-^W z+&xnm_%C~T-nu&dkdUOaYFb~5@Qs&rN~mNZh&<{DSp56END3zV)&e46 zSq4_&vS{J^dmQ!F&73jE?^^^pfQPB8dxcfYiK;qBcW&R?2xndV{LsKG)QAG<#r`k! zyF$>MY&x4p8G|90iIAI z`5UFe&A*)^&r1^y|=8PRzdw@XxQXl?qrI1>>L64t+d zb+i@!tTj#Dx0CD@#$;s!;%*+ub zRquN<+leg-bc^WJ{-Bo@*GD8GrY$2;hzmxbgR2P?#DEn55{XDiInOAUo@1_T)1uT= zm)qd=^>sVw9f8jxv54Lqw@6N!EX=uCyNvzEkw8+;H%bFDG8i^&R>cRx3!Bf(FEi<9XmXN1k13~|q4z;jWKm~!88*%-X4-!~FKFnq(3Pe*Fw-SBP)_=j zn3lcOWk6zL1xl|)o7fKr0hR&$rp8(^3k&+ci_MHq5tgA`+CZENSq8S0U%!82^UACJ z|5_W^bsh1y$_ubx2VRa_ymxYX?S8RO?}YZxNaBP7@0Gcem^gv6)&-DZPS4J+o^14I z?-ZT_r&=tPWWYZbivGdDz<*gP3`|UDoYELTw+e1RouX-xL}K8&D=iIFKn^uhs6uCKYMKo|FNswma39Dq#KS{$babF9x54iZd<4#eVI!avcG-_phztaJnd5w@6Qmc*NgsZ_urqz}Nu%9$wL z;WwEzgOxj)*_My3`iDV;0s`&7q?F4qWc%=5F~u9r70%V2RzPyRbVtTI2_SasTKvjC z!q_H<@ke_PKvel)InYju{wrllArM?pkLJ`g{1Qcf>XR)BEPGUjFZmb#Ku^V53%j+t6 z>!XSRzD>hR_b3xL)NNu45eQYrZ}>vHn7Fv`fdCpNeF6TbcnDzb#uOe~m_*4x0a*3GhgVt85zx}oTHf+1pIGWj&(YC}{&QZB z_m?Ysd#K5B-(xQbo+ z+G-N5yyeC+-iuMA3}%~L1`2$@jUvZHg-D(DSn~s!K=aWtD=2V9FaAVg@}HU|Q7-LmOmcfQ4o6ehO@E>R7WrTHKQe+CX%~bx$)fH&Lts6j&7oolkXIJc+F)OWJvsJpDhNZWczx_HPgg zd-9%~p4tOn>&K-QGC=7uKAe~P6h;AAbo+9<|H}S;#P+tiCor7?!8DC}xn3zhEjv3l zu>HLSvMZQj5$0V5hM6|N2NsQ$*O%=!=eA>t+Jba^dOJ`r#oa1qDTkZlij2>GvrX4h|g9w7LRTOx3ymzP{zv)z83hu~J&Q_!%ZK zY;J~w0F#fuDnqx() zGcqs$r&priN)FRc-QQlmjQb6N0BdhAaM(tIAr_;I{cy2AbF~&NVz<$UKT*H&2vQz} zUSuH5Gc&p3%A(q?1{&hU8G;;lK>*@mWR@bSK$)Lpc0Mo;YBHGdpOgHD7JzVlev@`o z>k*v~*ib*tRw0A+C<+|Xu_-BG#Tw;BWSkxsA4{~VQGj?qNRIZcn_Hdb65ycicSdRU z=V~#LFrGso)6>%s2-V1E1}Bhk4(PWy`bKLye@ zxSE<8E@9W-Uuew#WFyilX6VouNlPOGksh1b(DQ$kazz-=Bt+7H*Fh;!c+7YFj5d>wW@S`Qz2@UwwV>kmvkP&q{&v&aM#(6+;nlP}zR=bYm;2 z@rrMgMcAVrx98GFL z&()UC+QU5ejO9(r)}*kgIhqT2j!1A4KtatRXpV@37%kKqW+vcy#kRV-8k3Px#y|;k zvcc{nQQx~Ayhr!oR3VMm4=Df2dNSG~BG79Zf>p?p)<&I+q2b-wDKtdz#XnJqt9N$`#(HTx#}yo zH#gaJb#;A?ot>RlP3Dj`Pz%7qWSid;10$m+A|fJ0q>f4G*w|{-%a{Gr_T0q%`a7Q$ zh9-3gBMLIgbm~9DnrmUBSFYk#^a57YI5 zetgjZ2xy%iht0u0cWV^WRTj8FWScSj5cgOMxc~HfA5N1#Jed0&roSB>8>{rVw0SP* z_U<5QE7M1hSrMiZw47i7lK`lu>AAV7y~SPtXwb;`@r-&R+JV@0{6g*WT;#ez^|C>z zzL~o>M82637epQ45qQ154pu=mxh%>563ME2IRf@790VlT83RR?-QaWpF5$=bAZ`Z% zj{)4P)))}*v=8h-Ib{j!Bq}ryOG9&+>1<7(k+px*ZAkPdY!$|UY;R7&itvubJ~WiT zFK;=e@do5`L-aYI6^>K8ypE?@WM&o?@5`Uhl6w~d$?^KS>OrXxSgYc|M>yfW2Do$B zP*DR^08+o@0mQemk{#%gp8|)pRNg253!I2@c5>=b$%XEZxEcbW1x zo~}5q&vLXXqy$ssJFQ4>E7MbmPqxKEFfGKH($_6CM)ZDOt(&`h$Nc@uEJnL7J~F2B185j*$?+PmlizejSp{Wf zWx!$hZz(Dpz%vu}pw>ojU@qe4YIXq!3BV3HsRWiw5UJFX-yuSP8C7kgGC!X#cl0E? zrL2?naG^06xORZ<+Yl^4HV);?u2zk5JYjk{i_2t{3 zWw6$N4G#wcn;JN*pioQD6J%Nt-#+K%(Qw-?>Z~30!@Q%wko1qZTCK$b2y5#A)o1u8 z^BCegNcW}U8j54XLi&{6;~>NmRF*+N!ny`>Vo+frJun0TR~-2=s9!;_cPO2+cXgFC zG^7M4NdTWcJR>9HFXJEln5|9rYfm3Cn{P3!cHP$?56uBW#(fzqcy^QwVRcyDN`*N! zH8!Q{{9jqBoomW0CoKO=N*`40mQP^Ve^awlgL75FLJ;MqB!#EGyhOr@{8;z9+3)gH zP>{BsXRAr)$@(DQmQY||Ah6#^N=t`+{5l9U^C>AQQqt1x0LZ~yu4g-ANWh{BY~KL@ zHGpgf0WuBH{GbF22snJX6i6o~Clk~nOO(~D@4I`SJbA(nG8N44#cdh?^=rWO=@!qf zN0FlS6h=W>J-6uq5zt1@r1TO3bq^IA8x|~(0K0i{sh`!r87TKuVeNmQU4aFaA3uH= z_ZCgwUfxVTT<@0q_No9drXjq6v_vxZ{Dta0=C{^4Y=Z1{8lkmi0aG!& zFGly(_f>{~@eknmjdvOvy!`8g(^v2ALKFV@Uj=>{~IhqZzYI1F*jSz34!aPZg4P0F{Q@$@>38 z*jqCA#uqlvem=3*nrqIv2q8g^C@&WP{VN()0_g9h&PdFgo;C)% z7@?Y!+QJW@7y*GLNFsF2Y{TFJOv}i?1v%z(d8QV)y0xqw-yS7N_|iH$I);XazbGgu z7%$1)wPT1T=#0A28HjfY$sU%LmW;dJu)}J^uIfukNkNB%0lAvI_k-b9gZH|C{{)mD zq~zp*U>t;IVwVsS z=3KMMsA%C`Bm60o*R-qehObG9z5fv+hIP)ZRiU@6&7J2I7S=|ufd;ho*DqR#)p?J7 z%Rl*U=u*UuX05~ZA`EH5w{PG0{Lg%9h$-P__@1S5V^lVvEA?AVJJw;X9ZQ0ewIMEY z>#bUx-CU~?rdhU{?kJskGamgk4g0YAH(jW-*lqD7-T4S&)^(|_bKRY_ga4#41fB}W zjoX^nm}S9}qY(z~CP*>ECm?{NE-junGPVX+BxNRf8&3iuN1%rwRPB2#gow`1Um*Ds zsl-GMMPTTUo6oyeq#%)a(_>VaIQ1U%^r=pETgl?yNJ2bb=YAQ=R<$qVrkH~_dio?; z%;ng*8(No?%{Rd4AN`zlHvKy{kMq>wAp`V3zrH_e;K@@*bBbh-W zT;7v#PvFSk1kNAuk6z^K_CP5W0I~kL2@TYBaeq;H(z3FqUtXh2k2Rf*Ko=AVDslWC zZWd{a?XdTimF%0F+_={pg1qzOFmh!knQ4URTt`#x*xV* zv2pXcpdFP^27P6Zf&4{x9Y1nviL2+tVt=n)RnWbBMPF7KwOXekV&(oXJi6a*`nnO8 z6r&p@tI{|)Jlp{vzHlAPZ|D&A5CqS;KFNRcT*8`El$5xzIY#3Nu!Hlhj8%yf9Zf~O zGqM9ej#QX%n-1URAE__|F5GY-biclsR<3`p(Vk~|(4Tm!GK3Tp>fqtw(F9i!$i9=x zN0wF+q(VsA!AA&@QfY`)LYl*+U5rx8Des85sK=P=r?4_xeIWeI_QR94Ax#eDIB zTX@$SUQQKdZPMe<^uN4}|1mZQM>{^KHv42?7fh6uF5JHte) zF-gdlwl`T^Z>|J_&d1bL6wtry-HfrXJFf1z()8kbrN5}bnMxzYN&k3_J8J3<^^+<~ zDQC57%F4>wIXP&+rvN1g`t*rKQ;kI${+`U^$5b@I&x3=52aYtq`mSgYMhr&RI*6!g zEzD*~8QY~2E4v=GC2M4bj?j@sGX53+J~2!Xl|q$HA2A-A0A40&Zf@mD5h1iRKYR@6 zy>@o<{#~c~CQpx+{#h@SbRNZ2c%#Re2}^4JerMv!=-Qp5pL0K=d-(>2=J^>Im>|d? z4p=fWc-*mQ>E{9h0yoLotFo^wDi}Z%1ZSjZ$dOB`e_KirwIX+_zPmDk=Y5@^H?n^S zEZa#8m0Fsu6^i)>nz?vczwJ5AiZL;uG}T+)h;Y9m{pgXT+{nev-3}3atDCnGm0f2e z)XG=zn}Q(`R^*nclCbHmiYVisUJ!A99D_oAZXm!z zeH*`l6O03qqSLgo_pY1_0UCQLiP<%Tggy{ZB)iFaLg0@UCTi;Z*E+yTkTE91@{MZd z7so9}#Z>~dlQz`>57+fpgKt|m(@CjU^RObS9;=P}YR{s1k zgADTkD#U7w!uHhVgbW@fzs46YMq()8k}SlxHjGUAUF;S>!C*f`TP9Ej0A53$4O-!FSWfR>JP zh#&Ob`7T%Ownoci)bLF+7F+JoHO{;ZXXv$-T46m2A(~_1d#vf|=eGe<_8CpjoM|dQ z_y!1erjw;;esQ;e!@1Htnpmq4%Q6E3F&a3UlinNR2L}gD9Ub^Yt%Dv70C8#=#8MSv z7;H<_1K+$G#JRVxndOKa@8L)5lkD(hF-huyJ!vJVfC*~y&CJGYlPil&&KmI9R;|kt zu24C?fUtz*15knud0lVi%g)Z8F0~#wXM5N6#{I=v92CS0vnis>$&6N4MR~UiK?oq&%v#vrMdZe zrNGS|wYYwqCdvKVj=M7yJ8lA&s$U86G6Y?Dts4cf9H!(LTJ!Bfe;ib&eb!9g%ZZz& zG_M@WunkmMDVHfQ1eWJ|{V0l{mged<{dacyR>)Sj;0F((Wp3^rO4O#q8e4Wn!2H9} zAG}6`CYA)V!;!PRC`@SA(Y${Z4oXsAq3yYj@8(>b+~yyvAd=rlC-|}i=mN@Tm*T*L z;{u4GK(6$GTvTISeGxLs%a;>xWfQE$2XE4!WA*s9{0MFCD8lo;lYju7yS_JfcSoB( ztVqgirc8ur|Ht1$l9!|yjlhtQ3()@{rKD_A@P<7Mgxvm-ES05P#P|S|tB||!PvewrkXfk`DNQBbS+eKl9GnHj!U-5<&dpB!B6!J}!c|Y(eoh?7Kn}+zbUl%}OE#_-PfFmYzc)_C4U3 z2vSXW=oj)#frW)UsMPXuO7fRj2~Wz`et&v%ZJ6cIpTk;A%MM83En^B!IB7Zmg>`K6 z^DI3vL2(lcR%=&0zpmK}H}6A-y|EqegeV=ma^(u7cv7&I5sN|~Rrl}^7P1=;g`zVf zGjj%tez1B>5PJqp+@IBsjEEu3%1RhOIHuE0&m-130ZCNLp>%U|EA4c0cILO}zljL+ zA-H1Sz0*k_V-B0EKB!h?al;%t82=nublhug_6fO9V43##A3e9bQQR|KconbV0%2xi zav0Kx0BE)Uv$y-VBoPWojkDcO`qQMes~ymYB_Pgu{ORM3#t^XL`k0<>VsC#L<>2lf zqRmyfHx4l!N$OCW^Is_t2o@l?XtB;OUkJe95F;y#k9dc`_JXPxgEPf$nR}3rDYwtl zZTG^)4d86)$ozDkLH{PQ>2znqzJ8oKRa-_gHbLvwA-cI?`QjlJzE6lW0h;4wnV@S| z8{dP9=vpxP`3S`&7(iyNmhc$VHh~%e$f?$k>P$;$Adl*V00Y&|pl+WxP~!MpmL5Gw z6v&wrvQ#$sA!xo9l^Zeq*?$xNtUj*Gon~nKpD9zhpftQ0%7EcPGPK_6$ko3WDi+0v zFa)YJG7I=gnvL`700#kZH~r@i=YBO1!QrYMPZiRRZwJFh_yhe`ga)#*!TGt*{QM*! zN&;%GZzcv$13;0Jk+i48!7lz3S|IF^r0R10D$}+S)G04W2fFel9d9JemTvXDyYSO( z4<{^}gBP6<8(Nlfk751#SpFWp2QMV z;yXJ#_!S67ieP-OU8JI}i}$C?T}E&r)aJpK8F*%-Lx}}V?G~`p3^7 z^4QDK;JRwPq}`{Bb{}*Nuyoc{aamADkq%t^T(ihgne?*#cfWRZp>WXhap8Z%ql^W3amcF|wkW_aSb+b7^XwMt^#g*;NAao6x1gmC zur}Zc=0*Sl;ytRN+JN7ycKt&I_LUL;F>!H28ZS_xjA}va_eUdofa#$U=71!v88_(% z4$8}ytjnDMb_oxc(4`_@f4uI0)!|Mr-ynGbmI7K9P9m+KI!zq94vz#a5qJt*K!|nw zkUtHz9QcrSX;z_7AW;vM{%Do%1ec8>@6(T&nL$FfzrOgAEhzPH&xm2E&{^3;*R6Zu z`aol+o8sh_4n_%WBMt|sIm+mklyg{@a!fp!qEhk46-y9R#q(_ zK1oa4PQM7<|D~x$$t+*8p??2UNwz%FGuGOCW33_a1kIZr5TbC!HQ$g9c-b6h{a%Yf zF3C9?r57JRGAu1G4|yjS7TU#zg-}vab**_PfMq4X;w^9$K_L#lJZ;d~K%6N7`Y{EB zOGm;E62D0D%Ju4l*?5&z;y~L@7!Db1`3_&LWdI2ycP5bUk=BdUWUVK64=aoHDL;4<4zKruzXu&UO zU!F9xy5>IpeMS&BCKLz}X@OFc%J6vmKpYjILVbygc9N`cIM^o`GBm}`(H$itBcr=M z2c(c#7wsmcrrvDp>_pP52s{7H>1Jb{%3oRz4#lfUUn(kJ9z=r^D{ z?Q@+qP#qz%gDt>kXQ96qBi38W1y!=c!KMlL zsyGc57=!m8Qr<%-+IW=6&60lfMc?Ns**D^H&(Kd>!G82CKiOa8imFwuxB2FaIT{s@ z#5olCd#e+z{-m<^u9AYs%qMbvgpU4*>0-#cMKoa-b>dg1;i|8rr zoXKM{iS0G4dx+b-7!yXGbMgO5dxICMGYo)K;cPQ*hL)CrmsiES>Q1)p#kra&{MN7eXS2fk`(uEJ+SKmq+k8)t+n;tS=w=-oy=sFxf73zWc}P0p)C^R=IEpJ88cHfFsCH&0 zeOA}c^slxW-LVz+Gpo}CNuP^q73fjphRfkX#B}ZG6YDR1noA7!F6DgF8ItklGv!Ru zZc`78D167>%^s`?pqgHtMQR_0aY72BA6Wej^OI(|>0tDWXm{xWui%Z|c>I3Sp?abu zbDa}cG2)FI_0QMcWDoWtl8bMDZ-4K7)}C3-n&fjMVcAlVxQkuH3L- zH*MUR<4QY^3N|5abfZKW`|w_q_LHC+GumJmYp{70zFJusOkgJzT#7ARIfVarJAVHE5mxpx3__MpfuumkD)U8Wl-O5K9{2tT)&fjvMDqi zh!=vM84sDr5eqr!fZE53rHDAQ_?>LYX=rE&)DWjx6EnKn5|@*1y^9(+w&g%8xB6K3 zY3je~{w+rIQ2)e*z$U^K!tP*tVM<$A-UU;S9Z7Uptbxp^0wpEz3@hk8Sf3SpV>X5&X*HQCzec$oc{izC#rl3Ll)0fBE z{<9M0f`ijD7J+-VyXHTF2+`8=iM!M%v+dzv&HK14Sw%NEOU9hfKAl#NPMDjJ?3=|0 z`2ut1dzjkF49AZB(giWx%o2*! zH?L7&f0ACEf3CGw+Zdb2jKuHI2eDa3xjBxvIa>K1g#YYbGv{4br@nS=>|>VEW5RzP z1gpw5@BOl}mlFaU!n}!od5}aUQ~ssL&#L`JGh4J@e*iD?Z==Ra(YS|k7< zq`14?Hg6A~7v?(pDqdlPVnv(u z9Cd>~~5+-bbLLRLL;96i31@9agr~hu$e3{7%mE2|+1I4QYq` z)X>2*ZIHUjyXEZNK(Yh~+J$vKy9 z3HQJ9U9nQv*M9{rO;AeS=PLA#JOBgI>h)S3XsRHsAZUDH3=HVI|6By$n5JQfMOi1m%%ao%k4#Uh}!5Vdp4<@8?P~;>q^6moK1Jo;X<4>gVl(J0D|` zO&1S6GCR|_pz6;Xv`%N1|H9J}GiA@nT|{YHJ~Xp#{LNjyfU1>`W}@dJpwC~gbF#-y zw@tWQPiMev_x6q8pwhly^?0osYMD&3v|!AYX9!6subDOpbq$wM1D#%_&3#A5HSf6p zT(vi&39PN|Lpu|?^GJz+eHZ$TJw5K`L*I>ihipxD}4QHW+Qpq+Z( z$S5W6_m$qRu8WT!$E74D{%_1-h`b7bP6{AgSwF(C3aCao@tG`ML3MfGE(l}1rE;;I zZ)ikK(a5~-Vwc76_640aoo)K1KSU@bMHr@Qybw*h`J+)m@ug}s9rX>lmReO~n%wp; znULlt9r4n4+GR{ToluO%qw!p7<%QGoa_()(8rDZtsRg~v!*HNniupPQn(~vMDFpgGF7nt;# z&2>bChJ|5Z*`Nf|wLO{xiWFi<1e>!NC>&5WwgWHX+JqKp&cW&%YRg=DAdVDIe~J{+ z(8OFok+Y9wf3N+WP5VLf%DPdqsxE`>whe!M<)`fXi+`+h%q9*Bp%#!~a=mB1MX9ND z6124S!!#-CYs=x=2iVT1>8m>TX$A2&mrb9K8a`Ya>wUAxrXaQBcq{t&UFd^v&21ZO zUm3UI<{(CSyfwfs4f?$L<%V-_A*8bE#$wAOx$`8Sa`$lr&>5D(N-M|-0#G4{$ptK_ zHL!qUnL(Nh+!##79N@_IWuhA@Vl$ zN+)Eo5mI}JJ!bI~>+3XY{dx?k4X(vZ+O^WLoEm12g)t?RMVJ`6fbf~Zhs;dVZh>Q9 zu=n*94bLG~s_>BfK$t=`0T0J?AQ{3{3ia$1U?QQ&$l8wC*hi_gR;IiIc@CkEY_hW$wp`~b~k3b)1H7U=}mmRf8 ztEiitYQz-`4_lmgh3awoL>uWwrWD?7sq~+%CQ;7WR^pt7LXG6x$_qo1j{cF^`ruea z&IEY`l!qkTL429Lka>RE#4UPU#ENKo-S|~=?{AvncDfJTheoYR)w{jZdv7JP>2Gbf zL$-YRiW=2lzx?A3T1$G<+sXdf6e+tWd$Ab)(o5Z&2HJNe=tr-{2Uj%uLmO|TTO=?( zo~pb&vEd}7%>5yhW1gwu3C?hZwp<8_Y&!2E$-rdP2jyLBw>mWiX zG|(q6*h&I?Y7ROBg=HUH{|uW9}&y>zvq}Leh7{;7SmmJzBhi($$zZ|nU2RvIZd!AEnokq zDNZb#l#^4b{%-g0R|7b7EUxLY5eW8`sg%%PGT@)t%G;Aiq`F*z8zcW4QWnyiZ!ujxZ&Sg4w&|*80SoyRSz5$QT6ix2!oiizik3 zItTqoI5d}Dk!lWnQod$lXNeGoM{U819$J~yJv{OQxj*FH0D zH;7Y*j2!=L9)5d~eG@I-cq^yOqP0gf1eV?bjD$Q2k3(Yj4qPNZqaf#CoV|VHVT_^7 zS5EfMxvX|rh51n}ehA63rfy_0DO4jhi`v(0U0q7~?#W#`FRZuJZTEiJdf*y+OHS@( zTpIjM8zUXOin&ah;2Y`+BaEz4peZ`R1OE*MHr9B>Ud#)l|EHdK@e&uP>Qc)iYM} zyW}^~LmxiU%ms3n607t<_IF&}vzCq`YR)OFHc=_@Hy47A@iMQtR;FbZ;$KiV5Kdfa z{`%l@%aDDiTw42NjQ-X7)1auR@xY)o zq3cht4E2+%3X;79Xy&-c|152~^Iu)WfD>W-sp`8Oaec9i(4j)1?22||t|jIwgc<`h zEg~$8G!4KKhi}7qhVkUA`~LH?-1w9ndN1K@`+|=Cj@S`mW4j|eFH{9 zeWf1G_JMTwVmqHZnY&+up!jiWP;dh{>ei(;W17@-k^T4gr*xJ%$2#SQ4t<^PyB(iV zGpe#g3mx}hHM$t;9=+N*QOj6}V-PP|nTqN1|I2y9`b#C*)1$;<{^6j45)!EPjqN{P zVpSIxe!JY98zH3po{6I~7>&Ecj z1sl@N*J!C+aTu@V0xI3}+2cMZ5D<}+2S)ZFwum0yf9qIS0bGIZKHPG1E|WIugMv=Z z&ob=`!qczt&;EE_;fkTNtlb;sdwb2{cCOpD9qsRbF7)(0yJWP&p|L_nR0%qv@0v$m zC;hlJ(gmw+>g6xzQgu5pIuak&Fzo?DJK&9Xxp^*hpCkEH%f=IXld+K!>QU@ucfh-3 z7I?M9$%cDQ15b}vD?gNw5X(_`8x9k3(>aQ2T3V_XWtg-|jE;u%Fgl?M^i30QV%`11T3*&Izg=6vnw#kh zhvvIA0)=39YJ;u(vSvmH>NkGe!c0MO+{-E(byuSckAr^!7$Re>KwybxQlpx^NO)0^ za}y%}Xprf+QeWru?x;uGHsMzp^ea0=jdgCq&9_0ajFO@!KJnRwt03OkSnf8Fdr3fL zEx`%{KHO6b!8omaUw9~`jFjjBJ4)@~dqmA2_b->fbiTw2KUBV8+p*$VpO*T0X`=J4 zf)!n3R@;4<>^m7HNFsl<tp| zwYj5@+Q;k}Wk_`s;1JJ)OS(rF%l#SQN>5An`<(}F|oq5agyoh7-QSA&md z!@K@pWC__7XlnKY0rbg}Cr!{o1XTvora?^us~Q!kOixQs3pTr>&dFI=dAnWZp9IFw5>G&y=&0g$d(eeZR6z2c?3ZuU-Q?Pg z2E_AJ3EfB6XRMy9|1;MR6Z-W2N(NW>Yq37gl*>!T7o!ttnbg=hn7CjA>jatJ^-?3c z?W_ED**XoQd+0HgP>l&&ZRt`RgoQ?%Z=DEt57+JzkptZ33ybomdbq`NZ5u|?x9X3W_147GW@uOa|dS*spUIhBgt1s_+pLJxd z>>q5>AWi^uAcXny9M!`hx+5T4UpsE-APt=!AIiYCrYKj3`oGX~j<3*2!kHb?k_{Hs zu#A9~v6F(4{AO;9__ET=6zMJuN6?9<8kJh*r@udSdtc!OlOH$dRfKfwWS=qJgmdcSG(WIj`0$CNvfJVFxVaVUc4^o9S!^6FpflF_>&env6 zRk9oGKWGH~F1h0(I_E%r372R&;JRCvQqrGRKB8AHg8XCMgk_(Tpt^^TMPmiXpP5hH z6&FWxc(5}2IP47WRt}J)PK33r6H~rFR`4vn@bv0A0D@#6;Rp58egBu$3kl-9prQ z69hU4j|+w@62zO6UB4dbcY5Uby=E$t2UXWgp-|*7BELjnC2lS;cI+-dNEAr&Zw_Q4MPkJR_Q$HL6q>{e^zvr9`-?J`(uPnqUbo zGrMLy{IPE^SFnNiV(gM>#_Rw5HYwWLNewX@fhG;edz!v}B?M=B>rLmY!S_M^rC!Iv z9V#EutWtLTu_%^s(BcCv^27w_h~fDR9_YWK9vK?)xTlb&Iz{~IWK2rSl6lem-@nMF z7CYsrl*wyP#a*!QU_i|#=_hflS5@Ik=KnkqJ#ji)DCvHVb$UVM$v_xw)VpQtnSJ-8 z)?Volp)QvH{FL-_+&YyB7!`wz%>YICkf))810OIhN`QsSQ+wqudQDv}@gWzL8B~_q zrB4W96eDc!a)%u+#xB_+k&h3Mf3ReXBz<%`-y0(;C@2U+Khr0l*shP)z`UoFRM}$6 zmoc^R&(ChWy!HK01lzUGzeE4?kN2+)ox{R1*9|^gNzKnEVj#2K{FVj%Xr#US+Kl2B z+UQPL!2;QlD}|E}CQ|te)@OpPGG5`!NTeyFpsJNxXDL^qQDY>q)HurYw#m`|nh1fX zNwMvk{!{mQn$aC}C+qxA?1L{O5vJDfus&;SLTa&3uP9y>b;%w-1)%7$cfKOsg$>}){vqy+i zeJ3vFnx%59Z{E-&iuE!QU0k zOiOzX>@QQu<6&r+wN(`dGXujpV5`p{^cZC6L+|NB;s?_tlPX5?Gu9z+qd2lOE3HRJ zC|Do1LFr?CS4&-;0^z9j_gh%Gb1Vbvmye&n8SZe_x6!pgGn)g}f=`GlV_L`KM~_ed zqXUZF+SC-V;gCzV;(DH~@>A-F-d_R{iL?&cqMA?XKWSB#itgO29wCA6gpn_*fiGEI zTg$-8dZDAEBdKC6e>nkR-j4w|aSxa<^Vb<)UkNIysJQY#Eh{I75T?L3v}Q*?GRvdo zs46KT`}S`x9P2fK3M*h=+8w@&iB!oh`EFgf%vRY!arB3nbiD$32GRlRLJq3JOL9(? zhX)|PtF{VbqoKY=#}W4byZSRWDWWCXuYll2bM4xQXui&)M*#?IG%!F8gj;K6j^r;_C6r_A`zAf09A@n2u^r3C zYe)0=1NbU!74DO9wLCx?a9cH+GURg z;P~)tygvgD8;n(k7H(t2TL8(= zuN&!!65;=%?I-0gmxwAC1u7uO=Sg2m7emJ#PzYt6|IH}BF6s9Q0Cy+Dg;F8lU_sbXvJv1m0>o=GQK8ca}UNR;$Oc0%{(CxW{n_<2v9a4O>^wv@NTiqXeJ5 zPLdirN2q!Q4vwsiP5$Z`WLaj>PM zy1KcRpkV5>izFoYt$eP2A0+*g%d9(tKtPKi_#gx-5VTYQP8rCr(}0N!oVogcXUA-u zoUvjsyF-jdz=G7p#Rbu>fW^Sv!pm?_P9dDo%1R-~7(zhQ8~Jym6AXjl&A~9f*$naC zJ6rrP4~;d&Cs0M=5c}tors9xnpr%wlmXtvn=*{SbC**$J>U%A;b^k1<|c*9kRFUc6N5!pS>zp!7P^| z3EoBQM$jcV!HCiya^e!O(Xr}eCMN`^;0TD}vp~{7^j^S&BZ)UR7nB4O1%96c2Sn=) z9A#vEff@=7<`B^DkfL4#cTY84)&#PQgXOFgB&kLeDIor6hoKq5$9~|XgB3X~MIt=n zE6^u#OoT}Afa?0BQ%zmn@p#V`Xf6&D+^jGXR1?AoGTV75(iSB2px#7=$bllFO$svZ z7IAZ1-hT4x0^y(r>ptVQVTS`d!mRINm^Uy(+!We~OZ{o*AuU4Yguz;)P~;R8&3r^8 zHzW|sx0IgVHObSR*zuii(5xX!d?4}0MBKx>aN!PnJUlNN3d{dygxlNOn=tbYCY#d1 zV>AO<*b(|cUMZ~Lxet;IQ|N67?p1+m6iI?%u=jl!(uvG(2fI-d*g(Xx>-)<8iwh8@ zBqw(vK0dyb7nCteD=S^%d(a;p^jLe^lNbaIlrI%ps;W4k&=@^FLo$X5_o;RuvR-0j zWPF>LIQzFxvPg(wm<9y-EnsPjST)c_0TM$CYmL0`{<3E(plFx|(*-0;Hy_J6g&9s@ zydeYGBQjCj@5F=4pq3K)T=DID@ZrrcX%U)|GVsWVO8~OVKrLtGwA$5VsYXpj6%0f- zlNKzYc9k7H(gXs{ZdYWAxHlCD2irhh-E3Z!wsss9_Kj|G`tBI94Eid$e7^>svt)lJYJ&+ zPqRjFxU~6Mj00VJDKKF|%rroG{pG`7_>Qx%y*ohwn5(Is0zL&2C!118QUnv~EiEmf zwSNoM1e+gjWLH1IeOfpuw4iqei;DYTRDigMnzRO^Sy{7s7Ykvw5wbC%FOf$NidQN4 z0q{UsxV{gr-yq<8f8}quRh=6$svWG6f%eHFb_cYM(0E4%oIi;=-E6õGZD6t(A zLfkeGMmT+nq`%+i5lMFToaQYBrTigrc=jGDhUJ!G6QAU zY|Ckp8!j72!HY_Wp~!?lF9igP`1oya^>vtk!^|9Z%=a4@+12p$Fow%qp$(uzht;3_ zCma6%S`jydxxc_>$HE%ULLMi0y|1@7SehXxeq2{u`=+?~hq43fIyaEfhm@7wMtE18qa*dSBcgH5Kvu?6wBfj#n8%$+Bot8F(uN+S1mFf~Q_5eyO4s$+pH z8Gw#A1_{6$x5B%YmmCY;A+YweVM}UTw7K+pK@4UA#1Y|Kzzby1jpo7h4G3U8t5xTiW@C<29e$L?mN*;rp zoD_Cxh;c%`}h~n?hFN1il8qDgpJ3@v~{w|`FR@f}_o%$n{!+}+<8zew zPQ}uT`z^e|CbR;0F)H+8Zdk|wKz7OL?LR^Z6_jAZzQ)c@x8Y|mw759^%F0T``uCIV zV+BY~VGGKwmq03~FLY%HIPLJ$kfX>!R}P7zqn^OeM>23XAv<~j zJ9U)~=pCc~q5*4NM`^`Tl$f8 z8StR#mg@A{44@b|l%;}EyowJW%EE8JH5dY=D`Ne10C%=|XHQQL zj2M}m)&|uy%*T3>k->!c7VK_7PP4PSi@1eB&J057Dn7y~PlfbhC_jbV_kyUSBEDZ4QUdegLdeZuefwEDf#J z`u=n^Eh{JTVh*M53i10GS$XSHo6%d@d3k0qxEWq|5L^c76bXbBEYq;2NC)!u`}hB` zS^-{JM5K9dk_f@2OR*Chqh+iCUA{eZ^z?A9BZ1>bNv-vm>M0H4kaVzG*2f3K;+~kB zHv=RAx8n*#a^-2Uphu zM`_3cE!m(Bgv1L<`%RFM4(ZZ;LdWwOMS_XheYeJyqZBcB5_s{!;B^47RS8JR5tfvw zsOZ~U=3(QHaiKLzKujzH^Vq%i*NH(mfQygc_1WFs$q54+3+Z(L;-;;qX9kWjPTh@= z5`YWRkNFL}><3;(<5`6w=`N_I;+|2ySv<&aFp#_6qzXq|gUrUO9g#h2=)ETB1JOv> zZIuQLDK3eNi^CO>rHl7b7O#g-80_9)_u^=*`#*!a1{gfBS=HSp!7XSL972RR!|e)l zdpiGaZwpTtzb>aEXAj>~l6tal*0}THljx$JJUPQ(;G5JRE6rVcOtv2J$0VYT-7~b0 zqXpE5G$XC}9bSn*?A1*LhbJZ`rY{$}qT`D=4y{%ie0JG+cwkte;NIGpR>9E{Sg*l$ zx@e(+^VbtY^%dd`BM=D{lDnlm8;tH-0E@%a%qF3F@yd zJ1yJr&7MEve1#zqHqOps6da|{ZKwxlDWLEOI1#GuA!8Qr*{U?6|Ycjs!rDNG%^!-lsCv-P-BZpom za>+Bx0dY0{vfpPyXm`>yWNz=HeBT1!J`9V+4Jt=m7FbzX;cj9O7JkdoatU|w-z9u} zd_CFY{S1uK8y;WX>UVjm2<77IYRtl7l z5c}cd(EA=hj+peABZj2N1T?N7*4B;vb>prFpLTq~-tO#d-~Xjv`gEsG`e%a#{aF6u zlnQUa-0a-0pQ)^T+$zTLl$Gqh=%JCQ9n)f$>_In2#!i_E0WkeT6eb{5F<*F?2blsg zvk<1!$U=>P_-i3|Ho!3YuAJJ?jCOEzjJADwPhJ@Wkh=dAh^Nb$GR|TNaEkxMm=0@` zF3>d2-HJc)yRc|_>pL{7hc0rHsoglb89>?&%9MBihxRxHw8zN!RmcS)>E!a}f^oZ0 zYk15>+(Ep_U~+eAcDB4-V`w}F6pc`dfhF&>80CPXFpos9JApJ_#_#xT`g4|_q@usR zt!do04}XKFpODh_c8z*-clr0)J84}ZVq#*{>$Nml0@WlCKB5BTHN2zq{!4U*7H2@L zgovJc0)!>#8hsVtgF6t(xu<;o62r9UExzj(3js3QYoW^Rl~LN}spcm&rwE#(8Epr6{v80j&quEqdHQoQUVFM;%mE zZ}a-Fo=)sj-4D!fX~k2~=G~WI03lJW&jVehD_(Qhk_=!PD_V)a0?Q9XSq-zhR_cHK z(zUSse&Z@;-g2uM?61iN6i%sP2~ji$=9HLEL;?6w;mvz2<)I=tA+3mo6kITm)YV(v zgt6J&@IQx|R}oIu6df_5AabV@c0l=`?ovbHh{QQhk&iEqr@G$ z>YpAw2QvZS5nlvbMIcscI6Z`G2~Z4vk4@uGxy;g;%8m(B#E}Nn*BQ`x+I9;R7>)3W zfjOG8T?U^!22E?<7&0We%|ORSfF?5G%K0-^h3I(!u6c@7$cTfdv@~{51Z+G5^YS>s zOy^y0JZapg0`@7fObU1XjycTHtSrHymYXB9;ibBBDLvE>WK=mbcGscVIpo;3BUz&l z#*=6O;W25X`x{eo009G`Z@v9by+XIsGkN8u=8oSp zvYd)|yvhAe!kDo%4z-^Z92NKtk~DR7{i+9vs5ZKu>$uU_cgqD zqA~=*)uLy6%1>eYq$t&-nEyN8g;aAg_zHNB04@!uoOt*!JeC6UYqp}8GiH$j-=(wa z$3$~_ydUVIbq5;**($bIbXQ;cWmJ|4mwrF=?1&n6|ka9)(wIj`9)a; zdR6voDom|@I!q5Iy3NHXWsBdX)cRk=ikJ%2udG zABM+>iV$A9^a3Wd!GQ0dBr@DR$0858*NMtLsO|djKZM76a>ch1g(?cpKP|z`_!| z_GmC39w9rMs+3+fB=k)xCwqaOEP+W^^UnwKlv=5>Y%TBF?o!67-?4`PtO%Ge?Cz^N z9(2ZhIhP0tpCgmV!orx26_u0_%<<&xctifd1JH@G@_Fr8Aa+GLR##)+y(5GJA}k_; z$X$S!9zzEp{d2J3MgTAHkOF)sq+MP?>a;=ls~Z7*tKY*5sXQfhF-LFK_+aZbdC!UL z=s2Ep-tTO&HJ}_m@xA=6uM74tDQ1w?Oko1dbo+~pB%zE{+zSc`VTA4*RE=_qiWdPM z4Tj6wX0rYrJV!dT5MhP~eDztd*V3-{;0K~K3RPQMTkWyM0PRf2(<4{Jln`P$m)wID zks^t9H-cO0F-at-&6FD!Ip;A1e_M(^nYDq1!L}WVQ#j`+LRc6iH&dcTGE{KQjQ-^g zIEsaZg)vkLh%=+a*?}427YgC&S*~sefMiWTJw_QneTon8?p^OaA}HhFNCC=?hthcb z7y~-#A);5gh2^uuNv3vrK!FexgWA4oB8@BB-6uQoO|<I4v@|EqT{LtJbxqSIDbS5-Qr-0i4#?xy&l3>RHeNZeE*1~io0P@m)D05zX z2nY__PIvZSW7BH41o#COyL92?toFnG*(hl!Up+dR8-WUXGKLt z|GT_ zHem|t2Jri+(l~_q<;{S!1LhYDO_qx9SU#-pXAPL1Zhpd%o=bQOF6!0VO;Yg$xfVE~ zTn9#UU3u1{|1m8gH#^M-t26*aaZYwejF1U}kgqh)I3R|zIe!rsEc2nWbt)*pL04_R zcK|X2L~j7a8#Rg)=(Gr;0K^2u2?GV4p2Bv~+}vC~s8YD}Dv7}F$#$C#oJzrQ6HHBL z;fHNYU*+a?whasm4fHYG#@!rz@L|)Q7f{l)23bqRW-7H?b}Z(S$Xj z55Bag7qJAi;#gr#<6yu#DdyMQ0^Rez#TR{x-TK$f{^|XHMxdN|HUJ%9raTSgbLvCq zP`P<|h!LsdT!+Hi4Zs!vQTg@hR+}k5f@LF304UAWI-zu7vai2)^PY=K`5=~$*cMKJ ztgLK|Tq{qK^cmgbWMeU`o9aLk3G2qfEUfV;Vi-ZFJnndPubW|}cpJBuc@fR87oeNA zQlz9vfF>UO`BQ#@XgA_fscC*@q5V`twa?+LO8cqEz`%3RM4B$^lZX{v1j_)}12Rxs zBafOa;d?Rd5dplnoKrCG1hCFl{i;@>elx&h;CIMywP+upb;R%(%#c4ywjXWGR%m~@&Y&l+Ke=>`!r=d*>n)(F zYP+`4tw<dA{my^J zf5v#mkcZfN?G^Vu=T)-|qR`$_?iZieygya9%bmCX-OkQ76nV-5h#-9^lv>bJNR;vQ zOJK4^!OS>-7(fg(`FjiGJ6e;~_EJg=9*r|%W`0exqQ@~0VAb;$em-@1cXRVGz!0(R z%Z39C%N2RD`-=2gI(#1^0uGM&al7_CBjYcRC*ce6^7QN(Y}P5BK*YK|O%^r~ZLJEl$3f z%d#%}#eP3rAjBk%JIP3T>5aKd+LCiZ7J%R9swy5On}|9UMS2Jd%Cjy0;D2fS*Dc+GY#K11qZ* zv_wETL%R;~t+$b^$ntV7+l|QpP$G0D2qt7jjxN(IU}@&&c&v+#nR@lpUYL3<>L7+1 z*D4YFQKj*)WVTg}v?|^W?aoy#I7BfzF5`|S(PPnF_NFoM)4ngU0@wsVTvrj9WK~(t zT!aUjj`N-_#MnT12O9{X0rJ&^P90FOMu2k0)tsSAL}bCPXqXpKz=|RgDaWlQLevMy zL8Rc|xB&!`TWl;za!LvTApVdw#I|#hujnL1!Y*GB?R+hgO?U29S))oRMPT36s&Bzt@tOv zl!Q0|tjhgvofMfcQEH-$ShM&T85tpA<-2gH#DD582m|!T^;AfuarxQ2QS>TgjbUAB z^!`w3S7>jmZ`VZZ+r!?vuRE^95Q5=AiH0*jafAQiI(; zXa1l*T)z|ap|l7WRp0j$wJ5mvWNMv*ib7W4xZqK<{~e3z`3X`-+ogx4lLSIxAE6?E zcfr4Pt69w6KOpN%aWRP2V|4joPlC@6J$x{4L0Q=?fCi-$b4rkjs5fp1xS4G-*Z z4KT498quF$%3ckk(^~ib6ELH2LvhvlNAC!od|`bC*SHowI#FNCjrRujPpB~<81v;} z_I1?s_F_tEH{V$w)~*UU!;gp4CW)!pN=Zf6`r{7keqKV6`gVL(X?e^7T*T*FLzH&Mgo_tPt+g zp!`bfJh#jYtMO#^os7yK6*fR;|shAeLnw(UqAnm5|8ATS!2ESh@_+)e=nq@8_%zWxAiS^ zd4pX?N5XNLgEKsW{ZB6z?mbsV)$cwj6Fck2yKK@t^JU8>)MAf)pk<-QX=~rB(bAxc z8xFd@sS=yT`Ip~L!Vw4Kj?ndEETg4_XFY|R^~~J){5~F-=0#+e5U=No+|qOt?$jjK_8PO|WXJF4d&rq?C#EnK(O%kFJu4wQH{`xp`?Yh_gkoiJ zY0VT>U&P0Q6;JyS8qd*P18<4;Mmim`toO9gW3W9urZI})?R5SzW@`W5;C;hLpVZ7= zyY{dQUvBhZ!j`q(O-D9zFN;T7d{;%GIr^x8jUy|~e5zivI)P@Q@g_pD=7-2lQ0s(r z3cqLJ!JELbnbu{PIwzF3mShv)P|3H!-?MqQX4m%oB9vAitF6(#Qro~N#(HpYeS#^s zxL#S+e_{q7JhnTC#TS0OXP3o z;{HhK5_b_9hLMP5opSqb6$LA&5WysNP(vE#iyycinOKA-RMn4KZv{@^B=(FvzVjw# zAsnBQ&wc^Jf6}?qeE&Je2pH{-oz)MS-e9^s!NjbWVA10uaz;|L!#=| z&yH)wzU=iXJo?mmx60y}azY+O_OlHQVBqe0JfnF8t>QQZy*q7?-{}UUd+%)=wpyiQ{gsi@twF@zhFSge*M0Iw z%%P;mf(h!}32{NS6FB$;30>M@!nes(xkU@M}xlCQ;n;ZUern&8Md`Y($18-zF7;)?`{GV~%R%B4SC~ z?`Bk7JaWV#s@|n>QXOy8_qwj!95L0`1A7|>YXw4tmY&wIKs5^?L61?f3WJf1aPXVa7P!m3I{c# zmwLr#k>j!wdBO@x`ikvF(Y+SUMqPubCC=Jlao)&Gq<0;eo|~H0D&OVCFyr>q^STa< zKyV&RM1mcM1R9m3BnmhUs*hM7JdoF`qOet3yG^&>oS$Ru?{438Gwq>cA>(VS>6>hgs$le6UO{!~MqjGSg{lsu zTn|2ffwff_hdpAD83ZJxxR}7?L_K={5b8e2r$R#_xfvO+0Q>xHzAdz2ZmaO^vK)X^ zS9&LJGf$1$JeLk`ZP8OHkjRIw!~cgv@ETjIWaa?P4u}0~$NSv`%M=$XY8^Rt6?CHs zlZno&K3_mZ74I;z2--0&GYIKyU{OeEnoe2);`V!@its;@A>fsqv*w^a1Y!jVYV^E% z`y29U?bb-&goY@8Bu>JL;U8L3Ip_`=c@=wF@a2U0MHg$+^82quBXxY^NpBq}+m4c$ zFq40E;*?rh#3$(T?Y!a>a!?>2YVWG< z^KDeSg@xTfltYkDZfR-x0djMpMBi*8)VRyTbNl?T$0aIP&Ir2w1`wBnZUX8~t=G4Q zKUc+NtK?~<7^aJUJ)U0Vj;qa330=-i=_fRiUg=Z$ctuYq*{|k{;`zn}t>G%ciTZ(l z<4dOw*SDfYkShU&pC*)g-WS0HgS;@TK>lGZqr5h$Mk|HV@fwC4A#WtdoYdMK1UET# zH=I+K#2@A}k)h|X@LtK=Y0YC|60jqA`rf8#$jjqOUMzE!ft`#WnVgfC&1mFA3Ej)hBkLFEa8}5gPRGFOVlBCH03u>5#11 z8^FF_M^1#b^+zC4amje8c_KnWE&?;!_7pTvpcP{h&3S32)<3Nmc<;r1QXfYgY#uMF z^5U0Su`LUCA5kaDGhIAw=&|w^cWJgIikI6xz4){177FFi|7|mut-tTPawz8XH-lQS ziRqwu)>BI(AJ%a#0-7)E_iqC>j9_82W1zS9G0@eo0UENME%Y{ z&>r2ddADJ2AqBd7EBU%APfYtYi&L87HkR!A3@`J!i5jlEH+*K`b~=h8DI`7Y*Y7WOxfU^jkAjDck#!DdAa9mmkCk1(=z~&3@p00 zFlD;0JU8qsK%QJcK?$!3f(L^h;wiFY2w!6dz-wtaYf{ZTNzC6lM_Sv7Z=_>cOfK@! zzml*tRq3Umk;vSBg))~D6Y(7C%~P}2YP?qrK59H!;@}eTqUX{n7ol>iOlS)bqizl; zF*w*9i6z?Fvp*q-L@y$;dtb;bG$ohN6I{vGH}I|Y2iSbvD2Q||zS(jMw^1)(vFR-; zy2rn0igPN8s+hZvn)Z?m!jJycXbn0%z517OTmVnJuC^nfq1pa=Ob%nCkQhv$SV?g+ z+SY?WrQ;5w65!}zK!Pi9(rpUL&>#s@5}2Br5|bT6o5Bw15Yg>=s+yxW6$Y`k8W&1z z)kcC-rEeO%UoDrgnh?EbvTE+WWLS2RWB5Y^v!-j8fV=k!EE>iGY9{j#$_o9ZsaMiN zKp)lx7(`orbp4?*o;*1t4xDInm7(^0*OSj(tVv%R!;cz^;TWpDKWoWN)c@t4bHZW( z)RUTVp*-ZKn_hW7EaOQ8G)2n_zVr4{M-OrZKf9x!SNTBohP>Dxb)%`NcS7Dru$8EO z(Z>OnfgNTu|E#p}1JgR-eMoRA=r%a)Pk`7&W+p1-zH|kF9Wsgo;GSm?o;gnn=ou(s zxf~$cQnH(YiRnAwg)pLIUDO8a(nVxQ0Hl&?p6oFQeG7G|GBFk0N$eW2DcR98b~eJ4 zl*#o4D+*;(=N$z_s!JbiUE0cIQ&{cq1^yIS@Y{DS(Xg_|37l$cFz_zS}Bj* znrQNZ+U&w3X7b71lIE=-&$)Wcr)<5$QEQgsBtK$TwDzT57;aZo97N;6Zs%)`;aJv4 zDWSXa?mYi;)xz5==BbYw$5MRoeZEJXzac$)e?PhjB&xp6qrW4;?=J*GDg+e#S1JOD zDWs}eWtB$ySGn>=4YrDBfuv6~H4}BGkU?AP>w#dQ75@WM7w}*Y0h~)GwmmO98`0lx z0m6&4@BxA6pj+g&S-AnyzsOr1nc3MPrr4J*f)31Y+5AC6*n@j9)NbJ#s;`da+ z4Vj5@ezG*n3`nHv0$#U*}(EyE>!~zD8IF7Zy zxi*MYGnXJMC1eqHDiB=DF>B(mKYClC`ZMv$M4D|kY_2oT;doFtR> zI&WhB>H_8+$6jq7ka>Iuwek2Z?hcmJ8=ASH_Bo5}TRSSw)EBfYs@_$QimdE6iJx$E zTu(VFJ0ow)E>#&+pXhE+~>xG^c zbvTE^&ycOjem_~t_ukp_KhQ7I=jDos>oNZ}Y*rNtYwu{RMy5o7_O=yJMQ{=lzdx-2 z&BQ+>ZkcuJFA`@quHEu~MdDB&U=#(Y8PHtL4h{Sk5cIR5p&?}LD1ujS_w4K?b?$9U zw6#B_iEXn7@ucoG%=^Yf`|5T~l!C+;=p+wIij@>b0GR5SNT}|M_c*Ze} ztsiy0^o=*~UpN2EVB?*kI@JeZP7#FJ~(&G7-u0G(NC~HHM!>fOP2DLTIG} zY=Cnk`kzw}J^w6f;5(aCw8>pyL( z=YBy+bjd>RlGDwTN0i%5bJm+@t)D~I^v+HJ{j_4?x$~L@6POTL898(oFSj*=ae?%h z%+F+t=ck9m4-eEsqo^Pv4WCBa(6Du>Hy79G0Rl4tcZ_JIKxBEV=ed-WFs$>i$WO0! z{O)uD!5B~x0V)fiAtwP$#^@f^y7tlC@mmHJy4mHX=R+9^#pvm|D$b#H^VloR8ny;Y zcxKy?&O{|MS1*N^LYb3ZzW=(VrgTnmUG%Y)2o5=6#1M_ei;iIR^XkIfCUzN7-WW>` zE@&v7xT8oCE#9F?OpAE|C+ojHa$qq%TZAh&e)v&BSD>K2tEFdav5Sd%v7b03+rMK5 zLi!~KE&B`VEDRdGD$A}Xm+79BeTt6ufy8@Qbr2waXvfUd6anHvKQsftF-%nqD_s#q zWO1;qL6|j!#J(yPgeth8<`1#XUS^I(w}9d9vswyV9Wxsn9rw(f(K>5%n~BxV+Y&1! zoc0x8^!cHIrCBA)Dn843L16>v!x&pqQ1T7s!Mm&WJjI`ttL?-DS&e9t9&*h$=I4+* z*bY3s^8gJ#Tz$jqI}=wA{DZh?Q<*!jmTKu|;slX5+qvkz5ND0-G_Xln<9|YPi_G6E zI52(CjyXAwcrrCl1N$b5`K7dXOejy*F@W1LYH9(H??a4%k=OImKvVMrjFEy7ZTLt^ z4Jhx1@{fRegF!NkKcvCn<23}W0X%6j%D~#GHKQ6U-IIb$W zLUi(Zxpd}gpffiqT5dqpJ%tMh%v>E_RH@|dPw4kWm1LDoLsveD9S2jb&o^Adey|tvw@smQbFI|EiHkE1`mx zWSGO-3(9)c7%n9uIO)x6tubHR@fYZJ%KhLXzFi%DZv4u17^1WT?_`mR#U%O=7eiY0fNSCG zwE7wlGMcF=43SM923MC|&rf$=E>y{#?(156g@Rx1>Jt$&wGi4&VRI{VYu|fm*UIB& z+aHz-MXl^;>E)uCv^^ypZsvuw4_7@xGKrtwV>t<0Lt_=|=lMs`HwgpR2WD+<4hdl~ znpo~^y*b&*#P8`avHUG<8>%DWW9p7`?W+m_jg9-;TlZad#H6L0VX)GeQ+!5-L2Tr0 z!&cC>@8i^Bn*QZ}wtACN-mk%oBoqL*6WGHoqiFm*MvZ(MxF%SQRWDYD89*$3Fu1Mspe2yGE9p98?Hg%><^?X}uSIE{c z`i{!%E!SW$f5D5%+{&d^r&A%J!SKLac)Tk72Y7`a&QaK?daeP?c7+HrYSB^|_lz{f z%v^#QrRF!^(*;|aj?qK%*WzXE-K?fl%3p`^*F`ed1LoA*KP?p6;z}EIJlk*~NVU9c z&N{JSLCCGc6(eY8cFJ>{wL43YmZyA+(?*YzdpObGb8&E_pkd)*{+EWcBciXQzapC{ zg~?ju2E)U{8(K3@)s{eUETf{rXj00E*bAY*!oRY>)rJuY0G3(Vo_`y=&0feG^ri9m ziKbCK0*7B0Xe(8cmAOuF!>Mlh5m>EWM%5R%yrUH|xfaynT9wBxH+pzdazg!L}rhUA$BFLV*Lw>-H+qr9?J2;el!U5>af6S;R)L;8|E zDQ*R8$YT~SDslR+KPz?k*Cm56j#CTJI4XV;j$GhpA>?OKugo{sIJJ?pDNm~PJXWuj z-mVT`U77o3y+YfZ^?tCaElY5+lRcRq)B^Q$TY!dxC@~Q?lJ1S1fvM@wbcQpH2*Ale zy!a|d@%Elz;*sKEc z(zBO)Bagn0(BP3!hQ>TfZ<|Yu6+jlWCH=(HSq*{Cs|RvD&-V_=RPa9G_kXqGCN(s& z1Y|5ccVlc5V`}^I>F5<4D5n%lDZSOHKY#QkhM&vcyEbS4it}@%a-;AIY)&CKXUT+k z?8e5cpGSPZXWsOYxp$+^jzu(2=8~4%qRn}233E1IhA6%BmPO;5=g8orNZ#Sh+~%Ix z)dS8Rng|kvkT04C2%zw85`ADry^wJQqgj z`dP_x>O7B=S+b}Vt#O|9YmW~Wd9v3znkMI@_3xGegC!eCg98M_CWy2Xlanv<@|wlY zCskLI0@>S`_{2>&FQQdeQjKk4M!)$@#dx;?59dFIX2JYuNvb(nZBzV*( zqU_h!8^hT+j{Bf`&2rcF;Vtrtv`@Uzz2#LGNUKPy!%}O+CU*~)l5@o0-MLH=Pwdqg zTxp~S>yN$pkjD?7iW}m)lnvM6gb?`Ly-|CxpLR)}KA-Oyb+&5k3+h`>U!K2qCu|YH z_g#sw$M^jXbxz2(2x}Ql4@n%=jhbCU%Xny~GI2(R5~%E1Zq#`f%^cbhq!3YBxs9&s zm?n2tKAUjo&hwWEfj`bP5nPW$d*wu0#qeCNg(Ldk_zkFqkr}Tr%&j-wWVk>h$k+D@ zqM8~u_95jQK@Yu`!P+TrtFHKCxN>^Rq9bfj?YWb0kh9-2S$mw(zI(UW9U0LNX%w#%)X`u++iQ;f{IKwM@>92?%M_`hbJje)4qN4qF;@;n;uvNLFHd${ zPJpAY5LmuB5>J==0)vFwZ?8@3wCtd%Y_N#%a^}H;gF1Eh^XA^^C>eK*V~zala>wU2 zqLpWnb72l-tWCr8((LuhbL4#Y>1+@X3Y;w<7rqEK7$m{-wfTUFxQ{R;A`=I_@zP`s zAJBnxZ|a3>c3%s*mpiwO&Q{>Q*eFBB>F8>+wt8N1?6??3xlNsrygeMD} zDowzaA|OF7xS9}=HW1)Qs|6DfE}&qd0-}9Kh9-boqZh_gCAgejR#W?xVL{hvXR^;ErIeQ3kKw}j-ZO?h?(%bT%t{sF-ub@ACVzeNdIL!o;h34Amj%GN1e-Kte2!)XB@@zZQIGjp5o}-9g%Ftp@{dY`6xSd)3w0bITc; z_qZZEBVZN|666p{w0h17raOoV{G2t5<@f8iUlY`?G!tky`zBZ@1xTE`CuSC3mlK)2 zQk+xbh4(-`7Q}wK`-Sa0HJ9XpdF|c((U{P!TvAkGUYiKs^+%)8E8p6_VM#}LE*WT{ z0Mr{){1=DON_On#Fc_B2EO1s_`fOunm20K4osp3_`n==0I9DemhY^N9SblB zMRW!3JySGOvwm2a@G3U{!Qim)cH|jqrFjnhPIUn0Ax%YsGNa8T>K>J;{lLwds^x(j z$N!Qum_gO2GB`P06DZMDAo*?gkT_~y-^U~6sHEy@Ee4*}xs?Gg$KQKXDC`;}FdJ2` zXuEPfGSeJU#EVcXNovqB&@%t`bA`+BbFJ$4woM}z74>6L`W`UW2Kf;Kh(@FLIEESl z7l_)IV0}9@kPN%c-=7tJ2;uF|4HDgJj+=R;l`83{|2IDcKRMU1HzW@9lK+K+DYq8S zal-k}e-^NkJ9AzDG^Gu-;f>?}e&a>^$)v1lDts~KVPWN~&${R|>$2EQbt_ids zLLL2mkYuj`DXIBZNCZ@&zoFAWk~P3U7?z%fSTi7xO_R@`mchi7hK2?pXd$rZU%h&D z6gPuF&uI$f`~23f{VI`O;EPu}DLrw&>C67e|LGw~tll7dT+}8ME%4@|D+&m_77&+c znwoaL{5p6l*KNm7j)Jf*6{8SdQ2l}#;|rN+Xc%YNQMxs_Mbi#>9;W7QkiZLk6tEym z>D+>M-;E9>YZ`WLKeI;*+pj^RfB1@iz#v~B;)v9hfkRe;4l*ge+hTRe{TdC6zF%i? zBlbx4&;D~bA^-h`gWRuu2vT{Tv>s`lF14zS|D&%b_}_K^-y2}SKw7;>W?vGKb3O&} z#N2~%eA~@KM`Z1H6i8T;5u;1=PvAnLI1CmJ_8c%+9@+V7)l_Nsq;a%uS)}8A&p~6V zU$E9?tb=|G@I>dsMfUqwI<_jkI5B?2qEIZU^Hf!t*9NLh>)*>d+vH)X5D)%vXJ|i& zrdsh6un_JG+j_9Luz*e;A+wb8?9P=0{6-BB& z=mdv`hTsP9ZU?E~#mMp9fM>8+gblXchIR&DQ9(r!yJt@pdW5#OPW344+|Tou9-ys> zwzyNW|3`_+bQ#l}$MbVZrG@ zradt;=ZUt^XUWUL6E36>3<6#Mu+TCqp_K0{duqxA`v*K!3+2@HO&2XHROd488QC>9 z5*K`Z)m9@dq!0~TI+!7hjg2*pjDDC(qW$|60QrFn)jcoIETzshY%q&nVg+W;P*da( zfyi3Fr1LSCqN6;MI`l9UcOz1z9;d zI`DmfL|7Q4#E2YD?29lZI|AH~Ytg4^Q7mpYY3y$fgmau&J@7+#)2lHs*Ao10tUuHN z%?G_O@9TAlkGTp6Jv>gL?IwO;vBvpFb_N8lK@v1fB!c?M6Z9l3YR2yi{5Ll(ExF@v z-9c8M-!-e5ySs0Z;kwAL_4PeL291N~T-1aG2B_Ww@ur8X>jh8{Y(jQTO2DPrg#Xb3 zl$9y1kizo{iFS<*4Hp18294~&N=^Y$02eJS26PYpO#HYqa&&qyf0ymy!)6kT>b|8> zs4n~JTwH)nn1f04S`=`pv?f*GpK0-33NM@w;={UH^|8f6@8Bee@1^Yl?l_DW(N&O_ zM}vAbDmt27y$sN1WQ;nf(%98)<&pdpWZ)!3ml(eN{r|^ch{m>mhSLUuGHN{FW09~7 zxnqQA-jxh_1@Uaa>(ri~y+>xnf+nu<-IS9TxalRk!JUE&QF17l2oHn_cHQY862w9R zc?1gCxj}+wM1m)qXfWE^e|}yUyj?dya3Z%WX-ufnpXdta-4qx^2Wp;1NFAW~kpMXp z@WO-;iGhyt2ai7}G%V!5JYqI_j3ui?8B7EOc`=!1d;h?!R!6LPA!naQd=^VU0~KRI zaq%@U?}S8yI?LNEdh$o>uiAY0I|X+o1W zZOM%=I-p3$2QN6x&XWxP`fdX>1e}t;qLAGh>^eXxmOGe(4FXXcfxRLT-VIPPsCY>r zcSp5an*Ii2C~JWCM8=rixOtO;l2XXp5h!%9>$c>pRZ$;{xL|!izW)%V0VK6 z0Wb@O|2A2#@e2$Th0$vuZKnO9p{j}v#G&Kfkh0xI&HnVij1^Qp5V99xVLm^uJ8y)$ zqHR=|3NjtO!E0|W^--bfVKy|u&6_ksp)3$_g-F@q1!1!UMIe&H^0VeWAqX_?4~_S4 zTw^v$MAg>TR#?smrJRb3ixWXe*Sy#4uV0>!#4?*#J}GDE4oMtwT^aJDxKGl;6|vdR zBe~oDDBzhOtVyAIdI<)(EH*UiH#vorR)+iLOAq}{i}gAR4SL8;$IEaaCHxskZXjts zt@{utpCZVQMF@U)03bLjf)oy%czv?Q4|zLyu26ShW%Nu<)eW)u!5sQEdm}kOMlN2w zh)|^vo=J53_6%^PEnsA|I){-?QBfT4*I@cvZ=Na_{B?$`KkO*rqca)2$Z7tQTbv60 zdd&L`Qc_Yj>v^&H`T4)vc_e}XY>U;0zhXmH_t(a~z+pcP*93_=0WRhPh&88yvBX4y zvb1i9+!~(E!qQT+?Uz=SONIbjg-Svp4S9 z(B+d%r4Mg_nBR1&7HG=f^+>h|3YlNviFb#^W)d<**!0@NXggr>a;>cufVsHHq{J*8 z_jrYa8 zqg8U;W_?OsU+g1Q;{F&7_f}c3fg?hGhux)HJv+O*VOfq)MMmeFjKX})w_*mNRNlh z5d@JObMRYoi;xE*%t#JvGm=RHSAd@!4;ab&0ZyHev;mVX5raCc#u9&mNVss3wE=?Z zko10}gakbc2qG|ol*rcnvcxiibfX|g6MZf6U zX#>Fs)vuin!rBs((Dra^UQV*?F}D*61t~TG`vYG5pl|Bt0q3JzLv{;OLuKTMK}!0xn)b zaC}0fgecrnAb&;T0`xi}kn9|krk2(P@NS9=VGag}T>1cl^X8Ds$Tyb+5?GD$!adrl zZJ1?+>t-NF0ybO<8X9y&TM0YY$h`f3DBasxp`esrSbH=Aiur+xa9MYDRTfH+v<;I! z|Ng%5H~T;p=5Hyz;}CK0WT3Lr5>T0tvH%Y#GQKrUMRyE@ir7M0b6alP>(0vn`TYF( z8XQ9P-QD?ZZ`94j!1^O1B=m8x7V$S>ya=B5wT{0j=K={Kg+MrU+nhG zSW=IW!4n8&3v6VVsH-FouYw`R?qHJw3Ltb;$O0?e`F+|i~iaU zJLW14h+5&|2b2U!G6QiAq~$b2TotvS7bXTqa%LtLc$kn$XkR8+BmdWjVYvI03WijE z1>&RVmmwu;8mjSwWeH-WmF71trAmE@ghD`}rPCHd1ID0lKzztRAR!1Xv>-0PjHLx) zGN2NGoE0xHA;At|h(~I87l^Dt6OL#KL z6>L68j>7rbejO+nh2fr|q@sfFjOv!lnwgok55Qvq2^^QndzCay(?{!~E?{=|MyVBzF`%FOV_+!|>|s_mvv@1_nrK8u-jd ztL+~EmPg$}9JoJTVsssL6KGqkU`QfNqeOxcBB?__KH&-ye`L0`yQilR^)+N_BE))x zmrPConGU}7?{MGfttZDuM>B99>pfFhMsbR-tk{%HZDz@L;bEAY_-Q{U8bSmXJYw~P8jh~Nf1ASd zSi)yz4;vhEXa`3}a1F(N(ct{*j`xG7NTLiAmlO*H!6I%D<^$allHa+#ZH=;-QUhaF z5fot6`;+fMw*7d2eS+P3z7_XfC^CQ^u)8AI2#}2$wn3mAK)E*QXF59m5P_l1@--}LFcjJm+G2%IKjAc3Y{lFX#y<2dM* z;P${!P*g<5^uQ(%If&275{V>PXwQ7}AmXv6h8&COjSbdtQy@L4;6di(EIxk(SwIu>jI4mhE#0Q3|4tj@5&#k;#1^(Bo{`n7_L;5*xB6?;#<-rf*u?NG1*gs19g z{vJR7YnFw`$jC;}S3!cAe9Dh!u`2u0YQ4NR_vLi!w1lFD*^Bd3NU=EUR_5|@o7dYJDHYX`DtKpTtX!Ohv= z8!?6shDStDa&jsbt4+Nd`TiXVJh-yTC507xMIu|Xj_I0edgZJQ-s&*xUH8m5<_!5> z#TVF>AO>DG)OI{y&(naZ#`lpF8Og7=Z{IE~FGrp>2n;Y{U_+OQe#Z^=3n(!`*U=_6 z>9nr~5e(&7Q*0FN>BZ?=rm|*RZAs$?^Sx%&c{^@_O5^EHV2$;(=t+|>n^NN=KXME| zeDfTOqVUU?r=Tg1QE7H}y*aT0R0|*k#_aMFzVRHL zPLxhKt7PFFJy>J)A%K$Op+kpA++}i~Nqr2&B@B*aBV*%_jWa;Ap&-{cB|74AFv1f+ z`V+V+A(-Z-5-VUIh2G2WlXS{N=e8GX*&g(IMqupa(+ZRIjucKlp`4Idi_AHb(4a!kLU3mOP0;!OMd*Sbz=_n7 zom%hgau~ef6;3y=BJlSIT6bt{tc6wwgUg79#}(FXz|hRH&x=K|{WP8xMnRs!jm!9P zIE%_GDKqJQ2kuluGXslnmj7QcwZwbbW+gK%@RRg(eSj2Ve`@vqB@Qp!PYmz2Oig|> zteEWLzxM~jxOacf&Hk%_QlnM^;cNJC-%a;sBJf3CB0B)Rr`tU`x&9T{D59Z}tAbr} zb>ar!I}097=C*h&_~!h3L;98u{ivm`#nCq)gF+RYCXp86vyW{K2 zJS78cTuBD(-nR#A&#COsmU1pnTQA2-zo%J@NKEi>9BGD~3EtLMg!%6$Z&QX-W$IOr z#eQSlTIpVD1h0?+PM0$Tv9EXyXUP+kNXMV-ozGIQ=k4h5`Qs){e){|8@pyUibac>~ zf;Y((EZ8tV-4dc6+lruoN7TPCCLW1|18Cu;f7sx?oLiLBv67&Ilv@fEq{#MiHiO)~ z5>J&CC`|uKU;*Dis&>%6OGU9=fK3%jgC-c`l$4X>2kS4O2s-Uy42Z3GTaNDXa8B%Cu}dT*ByF{j z9ShtLlDQ@s!Q=|)S7(6-TMt-n%bvh~5hrylAFB!doh7p#2{r-1a@ zNQ6J?FD0nRl?yU?x3B6YIk5Q=(5uXcIA)OFYi@vnFQ@)0>^ zVQvnU)%W`o?~rtVK-7>lKk#`zg{A>)=Kt||7Tzo#108L}K_aROFxX9j zbg+qa*@_uI?UN+_cTjsN_r>F3r1bYZe?gW1?qIw@-UoD8XQvPU8bSRxECONIV0xBD zeq+L1RA&WC_R-rNIO$?0gW6JL!3A$vnXj|yn{aHShck(!=+k#lGD?Kfo&MPSt<@<< zy;4w05(7u?-Ci=76@vsHd3Zdbzfnvk;bpW%ym$sYE8BxXeG1||IVw|!+c@?~H$qyo z%cBKo@k+kM&HNGTV)ghEP5>-1koE}^5_ zRPY0soO*^yjgO@X8Ns&PWFh0iIX}k*U$-2-aMHBMZV?h*p`u;84K-$evPX)8PV*;n zIWDWXyp^*T1Hb`Xk-nS@ zkbpkUw>)3ooE}`^RGoU;RIThFu{LML^Zd^>)CcfhSsM3=A;w8?`myzzJG%7e=a|Rp zDA{To=OAs!72_ISOfXZk9a_ka544^&B?zxbbkr)i7KdpC zD_RlVAryT)Xw`sjA4d>*o1m0`W%bD~x{lVwx37sF6Nt!SVtACXiM{fzuE$KvEe_8& z8lyD|fiwne9C79T^venRtKrHaZ@M4t$8z*K!@mYLli~$6VR zA$pd}t*q{6PT=~WD=WpPIPiHf_i0E>@ky<#`tv2y82Er&rm=MBaK|2?~^M%#2O8I`7pzSv;IN;7wK1lK7wFGB)R6*x7S=CqwP( zH8Kc)yP3J(#dQULON%(p&gmL?hxCpOJ@YqLUP?-1+zgGf(8psL`ECYSlQP_L&*B@F z&!cBo@pp@1Rvs-foiZ9PjFDEp$ zFGmUsyLufD9{M1!l~QnA8T{R56Jz~EyuVbyc}YpbtJlc?_w9h-M=2BSbi09#OR*_d zBU5K{Zkcepyy@|+5_nfEll||6{+S*99^I;3>>zx|d#UbI^flMnxVD$hQ;+Ev$c|ko zF;~33GkHj}QuNz+Ww~-0?C#iLIg5l{jv8aVAb(6V{niKvm6+S? z{!v3>>rb7FdHIg@jurBmy)-jlF}E%I7A%bmenL^}gop_A-s>(avKwI`zVmFhPA<7b z%%@-5(wdO}Q9j+-#*j}1Cui~@+V}@58)4x=m@GJ$8{xkm$B?u9LCo8mm#$RkyXP~{ znVKI@6J@>C*J63d2naa6#K}1Q+{D+srs_jkqdJvPaVit!&FL+(qqF0iYbU`KG);U| z?`~nAr`)AXPTz{*HCB>L$Fi>DJg-l&{V(tLM2S)QA@rJDqC$sKEGvgn6sD$2DwAn*_ z*u3izlyccIS*pHwJ$Q8g+sn5&7UP`$`hkN41n6-P1%YfRP@t$U2T|FqQGfaaUN-VI z7$Y^ooJH`G=M8>th`Xx#RG<0cT+ntit@yRGsle-n5|8DC@sr&YYjKx739e^1bL~8v zU0V~>Sz8~-<1L%~7R*bT{J7C+WvmS#KCtj2AqczRwMcN>_W807G8iH@%?~^2eTE1L zb<8#vI20oM;j7U2%iOY5X_o8wH*H{7;v7YPLVU+hX_L?b^xxO-NXLxkGw zJox-`HrdT1`{qH%pubYkD0>zaW%4h})NW~(NFCV3;pI^h5)y2Ny>~$neOo2(7K8{t z0M-PoTs7nj3=Bkq&ecIw>)hJdzcjXk8q3(n2y`MBlG-X<3?aYSv`C1hz4u*T zos1dVF}3Kng+Yh$*4euJ%km8-DgAr%_b;$Yi?_t1U3VfI!x6{7RLwy{7Ubku*wixk z=7n{7HCv#+uf> zP0^;d*-lo|$JbDo;eK2t?ldQRFw33WCg}5SNBZG-ZT@8c1z7@uV8NZ(YV7O z<^#=)NFmVh_&-2WSjCV9h}i(JYJsTG;P7w{gmr`QW#7QBi!eqgBn`%2G-bR9V0%dL zxCoDb?p4GF3R#jr$ClsnBALaIZMwgmvuei|q|p$i&dzK+98!QlnM?5pNx`3hC%lMp*(+-eb0DIQ9z1!2(v!>r&`h2ZSF%&NjVhk6%HatGfL{cm(=7oys=XrHsAOfHv(arSwuN8&q$d zDtE->BNR{FnxDGM+3$pb`Wc3noeDMV z67bIr%8KX;4Q!=0b{48zbN97nP3}`|EZ(!*PVlmvmO^i4oz?&i+MN$I92b>!`R^1U?DzUE}R0~l4=*kf$()O?_KZ~37Y73Fu-w=_4;_NPfQ zujl{(I9jNM2K3uvwfaUQo}lnlt9GFVI~@UxH!hV2A^v+<6WjUb-xs8B9mOoEw4(fe0(B4 zLlpKit!uzCYX@7doxSJd2Y=f#+^Nu$I;|jLz{9n`Fh35w=?;3#$ z4P~i>u%V*&Ra<@~%KM{Aw~`bo6_^(dSqOrI;`rWm>m^jK-cCciNS*bj;!k8KwK(&c z2PZ^Oz03=Ep#@gYMkHo_ZPCH&(z2l2|7ZcE`6Nu7gUSt416>G9#IsISqFYx_=BoXa zeB>o*srC*FY6x!G`wTJ8BzJ#!0HStPB|mvRPWm!BbAt|(8H#sknv&ZOW}gNV-0_`M zL;mqx?^B^4V@sAiGkd8*?U^R>O*`B&Jr|>eRdH^_m-lt<{ppZyXAQl2z4#0IIWQy+ zw5?QIbUw+o=2kwiqS(6ciBA6QIB|J~?H{qH2S){#hvoFGI zkXb$r2N1_x&=6g$a-4@@&~CD2VoxUZ+?13oIU?nm6q|!E=J>kK$6)e1z6Wfa&tzIX z=&$!a;w73$aeFiz%d8Z(^1LGVL1J~YyIc*y0w-`ZYA2Wjyi_EZI* z{O*7MQSim&^3xi0IR2%pd%Z)^vWm)hYHBsBZyJY+vw6SlSd})|I%V{kdi0qJ*#|_b zyGeZzr4Y)yktFNg-D3RpYK%!cX%MFbf$^eFblzlNxB7-%u2O4ah@Xu2#q$XQ+4`;6 zROy0|If%~dUIc(b2>4@IEnxw7heXzCa9tvi%50{iY>0#mxauZ|(qC!Jt$oY^S^G?!Feq~rh3xa%cx={+yS*iO(O?^T zoq2!SQG}UAfmo$v>x&WtC4-#by!TyLM<^KXV=)A)P>Wompm^QbbT4y2_MR}cyUC{y z!!Aj>MH0OvotY1ZQ<@E*1hn}Rr>v!Osh9@E>)l!k&>xH;9=zT4=e}yZ&P~lPibAD* z{>FHI7wuyuSlr-0IhHZNt*yM2reJG3%e}m7G`!nFF!9BH=>gq+u3~KRf z#!|Obla=)97mU$Z6mPHj#5R1cxGgJZ_P8cZ&q543i_0^_)Sf1v@bg85DlpUpoGdLB}}mlC|9{8hW*1 zIKKI{;kV(&n8wpGSsd%f9hTbMzpX1J=EHllPJ9It@+dfW2$zA- z2n2mpwHsxn)uzSJpQ5!)vzholE|GG{^H)Z)=Hl@~L0>9~Q*Ng@j4%BPH>S#8dfwgF z-49=IWIh-yH=PoAf}$*C{O*y3Pm(NZ8bxfCRHiz@QudvhMGB`>$aGQp+1oie@B8kU zr5m=SN;#K8n<84HJC%sKA~1sT*oIY2_xAogywx$(@_B4LVLY&OEU2`i^xdwSMX+X> z%0#VLu>{U_sdGv!OWKcR-(P%q9rk0x%qQ{nub8`)H2%e&Ya~3AvWupx4*v9^Pr`oG zeu(h9sQXcK<9J0Ua-35ya8CHihu<-C^Y>Mw=|^WRd4?xHXMWj?P3@k_g;Z7u5&Y29 ze=?ZYolhf9cD-(xA?x9E#~oG_igrK1BJvGCe>Pu)i_5pP&i+wrKLO2BiOlSrXRiV- z-z=pKTYlc1+7%oZ{!r|v@$foC%UF~`vrL)NKyx9Phjv0Jl(78p9%<&T`Ax44cpXx#T#6{qo!$l#AL z!_2YHxX>g)tT8ZyAH-bzoS_C{mglZ2;-QSCZmquP3GJc_nBqonMyLuvhz$O z7-o`KwM$+n-0+@l-$2WgVL!uiq^Hm2Oq%FoR~n}Uzxr~n!2(+9s9Qj{66va>X$bhMZl(Vd6RsV;3gFB96=r4YMNQSfvh zPXyPWu{%(x=GEjQtO&rUa>|sY=wsCrY^}qdfGJPX<(R=nTPk#-B)0zix)wn^r&RFi zgYMDi<@K@0NFo9mQr_Rc)d3O&3b#1k7f2oLGAmnq)ij&`rLkF{opa=; zSQ)0oWu8$*#llYQE$fAiTy9(EcfK)o3jNT2dc9&%*BdL3@<}OL&a1IA;hi$ZT*h@% zog-&m+yobyep)b-?BqYbML_qgkObFu9e(TE&4qhxGGyZFo?H!jWt22>b|W{dlCPsz z+UtRWyu3&=fg?3h1-%!Rw^iQBKOtFOFeX!|N~b7}vC|8!lh^u94tjTVTjofp%IWF`> z2=|H9wcC4|`S^Y;i9H-(D5b*n>yTE3YLxkk15BH|(7_h>J)z}=S@|}MmWL<(nZkC3 zhnixxPSvcQ^T=#(X_}H8Z@=ddKXlsh)%wg^5}ghAG9H({uq|NHc$)eYr|wpsnAObP z6??^I{U+!3SC898Sf2i!GS1mv+F0{L`^mmI>6U@p+akn%MH^C84Q)HOKQQwuOE8jJ z@g*&E-$0{F1REtK+n^m}%oU~<^xQ2hbm2tQ9a(|amBG@Y_#r{Y2%K0g0{;wove7Yo zE`+m4R`rmczl2zlo(`{I+lGrybnUY-UuaW<&3CpYsfu-a#d|s#`siB3yx6})k*;-k zB)!eB{!CM9&cdoZdFJr~N(37FUk_C6ih)6aKDv|E>)6Q(lgq0_W$C2C~^X zW;)$r?mj@%kfJu&bExfc4|=p}aho)6SMSAi65R+U3Yb|08HXOs=C*jk&7L_ZNE1hI zV(-m5_FB>Hs^{1$?HF6F!Wi_2ng>oi(y*(#IeARZy^?!Q-^99S*gd-1)7*ROYQ55R z2TrLeY?V^w%^S||!??yR31_TrY&!G!cDT=+<)IU)aa+7mQ|J4^hg!x~t9jqgF+RT8 z`#B|guO}@L5{Zm&-<*ib$&%Z2IjiGWjZ*i>?$b}U<~nJAcz8`j*%i-cy7@xUFD-Pk zd2e<~*4hni#0H);^><46-S^jrJri<1E5zR`|1ug~CK zcS_Cio?%T;=bg5QA9-lM+i7GpPMLm<=h)xwdUHN(oV@WSI(`RS!kAs<||tv=^edSAUFi^eV=OK zZGl|fF2U)R4V!b`9VFk`kCd1kdWOH+zVQ-R?vYh!+G>4mpuOfwrjf{Ztq5lGCe3xI z_Bl*-=jwjGuB_i!W!58H6OiJn!M=%4IK@-S-JWCm4nUt`Nmb7=c9Qi$wnb}df6Q)7 z(K=_4ROX$1;@B3g8Fm&dY#Wr!|EPB5*~zcABh}^7tz=K0j6pHWyLVgqC&@(On`UvF(SoWCsE^Tq11HPfgP&P*^j7rCcOd+0ei$~8`OZHhGbd$aWWa=kEA zLqgIEVi<29bPV3tXnB3eytTbA$~WU@L%WPlui}qq>Eq<$Qb&V7_GX5frC(vD|Gr$o zMk)Hf^cPwkHe^iyy?Ngj8Ngj%VwC(>q447?lDo*WBPKSY5yL3B)l{tiw)orH`METH zs%mUuMO@tp^Yk$#rNe)uTT2d_=iLAOP2PI>+*eSIN-1nCN?z^u$;jjwYS>kdXAFBPg$Mn9_fp->6<$8aS786i zDlHYD2>Me*TaApKM!YIiHy~wQ-XUW0)X~m3a}|KwDhCf9OncoU1Mm&{|CP(0B{vD& z(@Rqas0}E=61|dZ=j^~DdC{?YzTDz|lc1GdSlIoN!qbk~%-6~;Dnq`X$$Rm`yEfAJ z38^45l8SxlWAYC-JU(?cJD~_YtFUxUlJx96+uN8X!Sxh?Ip^zV6ej0hbasW`FDe{< zIYIx>N%?)~3d}FCuv;i+iJz-D?dZfjuH^AfFwvt|ZPPwc7f07lO9c^>*@JO&=3;XAdGSjh zs?iaZ`AX;2_^Gl|6Y4YSvO`&C?EUA<4YUXB!WHe9mmKqJ zZ~gCU|2YWu)dYJ8nS{tl-fB>G5GTv|%@^lBOIlxxcSIMn!usa(=n-j^cx8X#r@t0H zlRg+YBg75`^_MSn)0Gci+U~OS9+pH4PA$3R0q|L-5YNss&dgO$rl7<}(CJ`PvIL6u zPQFsUkP$7xg`c5@TGMU;9z>=@jZ#E&)Z*|+h(NvrQ}*S(eamr@=WrM~x%VE?=V34y zGYY#)S%}6n8mAwbx%YF`6RBec2AAOyB)yXR(q!X40?++9?f+{HM2aexg|RXKvA_Iu zVa&y}@{+vY?C?f{2=*GyE+RBWoQ|6prpkoD2;Z0S{GU*+twzlv|I!b4Tt*BQoq%I% z)9Lg@+9ST^3sLF8#A^wnhA`z`0@a+abh(vP-@FfS@(2V0nb!{h-ZPjt=E3&H>Z&G- zEl@{9(hO1=zCzq@e|rkS!+-#zn*KsvP86svn9U?E7f)7^Sj<%P9MN=T3{ zrPp}L5JjQ5h2|u|yMCz^kC@rnJ^JFNLegpgQCTTG4l{E6+@2(2gJ;loAfm0Vs7g9=hygXo^(JMbRY?A7$ujbl-#A6?LeauMGO&bt$l%nWr;fw zv;Ab?(2w3R{lb` zDY=*|>xpP3Md1g_zQ#LrQT zf^9#b<j=;ASB<2!Hm$|%F09zcBGm3$nfpuN@FNB{9T; z#-%HM{*UeUpL_3cYJ{D2^!pA0B}lEuh4Wl-HU%rIyEUMz(ZtF(82DCU;#-MZMXZ_> z=f6CwTy~xHDE5k<^Fzv~@q`e+Cye)a#kA%8`)&T04Ku#cy;hQW6bj^Y@$Fae{wyge ziIm{VE&s|*fNa1S^mdrJpue+)wg0*iX5sI{?*tr#%#k>!GN0hm0Lil1L)jS`jziW1ijckHotQ30Vt3mp#vqJ=Z)`Ob@g zTad+o3NXz0ls8%U!gu=ZRs3I&V*0-HVFa#*)NVw3R6_%4C9wExz4GTgBpgX|0_c&% zwqXIMXDPC-M4J|Op5S$X!pnU&aTb1M_}6nRGFUqKZob-1f(6Rt)(&m=jw8U*VcSUX z>gO`eHpbxoa?98kdzg6PQF7YnF`d#+|IgC4M2;s-YsA;E9crv;f_N!c750cHisb5#a>VVx2Pu; zdD_Ak+0h9*l5v#Cnt%42-cKkK**+^yyf%5}@EXp30IRA=Y}}}xYM7`UAxsuU;O<|mt2=UW-ulL z%!pHJX7S*w@v@V)Ou(qmF(actPy&1ajXIo^cpX>Hf7KbvN4Jp6x#a!ovjr!rQH{?? zOHi}0h&LJ7D8?;O{t#gpMHO|sFFCq-6}U)OfF8q~rKoTbWn!eK_^nx;ID(s-$C(*2 zI~fh&&HUai-OZ!mVGm|I(n2{mABh6qRxh>*1<*a2HsT5Wr|}}C(WeF zg()*Zd3SdI*|z&6I)ZPVsIs!i=km#A5DEMOpEe&EKe40$F+B6Hfq17;Dd6yL^q@&Ov@-O?K*C0ZoYNX?L)L|V;yuco4&$#^BjPJ zO+N|EuV@nVyRI?ca}I*KKTt@Pq*}2ataloiStqRM)tn7tjUKlY7i%Uff-=`g{O1zI&;uR?!%DOfL1;MEdHLkuH3Y3v4^ifxek!A z`r~^M77#fo@EMw>>)nKJ)dc}UUsi5qUm)PWFlx2oR>6XaheLm{CERBM)e==;?fQ0v z7}X&@!C(}(hbD!P*q6{#9y?-?$x{!=If+V&%eTSowdwvvOUndiKY6?m$A;9_wVm1o z<9A}^2dp$pXH@AGC&9KokaQj?pUOcNU zdVa-6IsrX za3})a3;SQ}Sj9A(Si#33U}=P_a?OtA2~VWLM_ZyshpAUI z3ottm2oJ1n`F`|s`lRtZKs8s$ZY+;fFcIz|B+B)h>05+m0E??dqkm~0d=t(3V$51X{L z(skP^M;yOP+wo&sW4G@aEOu^m+*{<}DDytVAl0y>{r!gzNtKoF2Ba}y1l3hfad@3PhdVf^s>#vnYFRPF&Fn}k+2uV9ZbTGCQT!%%6dD= zxB%U7u7QiQYT}Ux#l@ZSx(pNKcaY;|p=LfNN0`4$12dO@Tlp7O%B$NhG9;vH5lO1u z`9wq_o;=z8@w<0Sqis<}G}WA{vj!C8WT2`4^^Ha{(jK(i=fjZ{G0h@mJKNw29t_{i zvaRL)p~jid(U-i8amliJDh$0c;xSqyhm>$BqHYqPfH;8U>^X*r1>U z>@HOk}%U{+d^7m=w)D0i_t$;Ml}F!d&0yzsu?>?Xi35|>3pgnZPhCbfg^-G^Hh z!x$_%%-0v~J=%2l5uhwo;MLEa+eECr5#a-5QuO+!LKWS{84tQ}+N^v(@&5b?O7nVw zFiw)zzrZHJC&6>J_SLHzoa!nfbZe~1u#;t@ zG_J4<;6_#B+%$q~jp}(6R{xet<**|F*6|c=Et7gHVGAyA{d; z$kv+LbwWeZeYsk{Z+)zZu*VYG3q%T>(cYf;=n*&SJQCpua8H4XL@1@;qgspzU;3g- zi1I{zUrImW)2$iB;@h5%m&Y~!mV>AubqkMeyJaC`I zpqh_?ZQ6-@QzPuN6#O*c&2wJymtH}L9mmxQa1P(fm4kvAqg#_*!PAtpcW{V*BhAbA zHsp66LC*tD`xL@M0@vYRu>x_=WzcXF0lL8Qk5p`e9`ajo6()&n6lk@a!D^S00gFK& z+s(~QDZI%RYba!RztY!gXegm_i9q>}Frodc@u2;75EfEkr$v#5GPcHnlA#23_&walk{C~x!|N3K7zgSuy?T%^K R@Tru-LDSUJ$WgNn{3riaI#2)r literal 0 HcmV?d00001 From 453dc69741da99928b2d6574d894bd171145c531 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 16:59:56 +0900 Subject: [PATCH 05/73] Delete crit.pdf --- documents/userguide/crit.pdf | Bin 288785 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 documents/userguide/crit.pdf diff --git a/documents/userguide/crit.pdf b/documents/userguide/crit.pdf deleted file mode 100644 index d21c6696921494f49ad1c79d34d02141dd50ddd5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 288785 zcmY(qWmFtZ)HNCi5?q1=cXuD0Ai*I73m)8p4DRkuu;9Vn9R{}qm*6@K?gI=Ae)HV- zd)NK$k6zWM`kcMb*}YbGRdpA`XW362Je>UK4Atw@Rh{TO)ZElgW_IXeV$@upO|30m zsd@kPe4*yj@^-eQ=8`dWGyU#lO)VjTZs}<8pCjP^3Xt=1lh<@Jb+e@A|DT{wPL6KW zeE)O)+0@O=(#4Tl;6D?c>$8iKxu&HXwZT6g*-!uQExp{RxfC7#aZ3N6R_6b-iquBb zT$(nf7PgMo)PnyL{#D(~&eGhCTIl};|NqkA;r`e0zXg1BbaZla{YUXHUglpamX7}{ z;r{`UcX4uerv9%?8BJ;~SxXOFbIULC|ET|2S}vxJuFj?|mX7A$|6BS0`2Qo~Qnj?O zHI;Vq`iJ`;nIIoOC$E4opO64GKQ}igAK<^Ue}td^i+B59`My}XI=Q=;|I_n7!T#0% zKYIQr@&6^}f4Ti{@}F$K|I>?_>(lptg34N&J6ZhGU&YeV+RcWV=fB(Z<-b5zHy2A& z2XwETp>E|wM`aIkLCM}7%)Q{4`v6S2-;CRtdlBN?Vz|sP_#fwfp=Abc;n~YsXy^Kp z=D=rVg)ZX9xIE9-Gf$q&C120wpYPiw$ESM-17G(JUT?1hM_*snB~PY%2LfMjM|(No zOM&o)2e{4ktvIwU@D*kv&qDQlng5a(+WT@6cn^h0zQSVzBW+(udLOE&Bz2z4EnDuJ zHeP0}#Xm%JoIKM#-I;9nER9y0UV1@w9%x%aP=3`Ex*ZbZ%yiLqa~) z^~=+I-~-fYHSq3Q{om31I-mIUB2f^Up?&*onbEV;TYWK}-&1qJ_EJ|-FV7$05wBON7_9D|!&U)-WB>9g^LsgZ)a=>W%16wCBAlK-V`#u*0t3hX zmBNH>0yW8V2?*rx1^0^WJ-yfj4E9QvEIk0%K6F1zOZ^vgwWq#?_WM7axGPcPYr>a3 zk_)aaDk$>H9@^a<@gCXBIN$k2-I&nRqvof_XQTUw|ATFPHocj~6F5!qAGYO79?O5& zmg!qtX-@FFGQazI&pF+fQ=`o1JJ0_>G#@T5{()qaRc|#NIl;Nq^?I%6w=OT#71NqqnFn32SucWNf1b&D?(IKSCn&|VD!q=VjS8(tjjy}dGYa?e=_c!5a< zl{^KB!GU*KXszcL}9K86q;e| zH|BnEE4pXozgRq;5X6r2FX3Nq)niKT)qmbK&j}M7E8~plzwT_kPHsJqzV7utPrpK` zUhlVF1_S@ux6_iZ&#zEO;K1v1XT`JMUmbhbL%&#)#DS+^Wc-oNMP>k5)~W=i>wvsv)^_vIcsw8D)KV^6bSEseA|9gL%8$Yc2D&X zdEXoND)L$<>6MCrT30Qy^q;FFZXp+>cj7hjA3#yyde4~f*8Z#PKg1I_*YztH^#bS4 zd|H1WF7Yb!%Ke%F{Ra(0y+}_{4{_Ucx(+PtoqBbD%D8{M43!TPw21LOxVw0aehIem zCwaAek$l=lOQO(6Y973}JNc*A%Re0^UdM4>jt(v+SY7k-llo5{?gL*Yr(aqMsqD+Iiwvb{DN)LqZbzG?Xtd!Q3q-Ryx48dVg2aK=^tSwYx4KdDJa7`Xid+vUpb zh7A0d#3|HMWpfgEAa9VA8#$UkPi1U3?p^;=BOQw74z_v9;*kWNjk>Aj-6 zt3O}Y6Ga7^b>c_yM+Upvyxr>+2EUf}aPDo;!Eg9hv%|AwcCL49-qkhhf2g%Q(0e1< zU4ljhn02>a3_tp*Ek4vVs75t=4DL&2@KiXS8t?l!h+yRl%_|+jxB?!#6Dhc=Q(nf znWJVOkkp`$yi3Xmg9==`plkv!HE~%cyWaQ(6S=8|8W9;b1P?dc%VlGdmx-FC$eCsoVDssXICX#B zfttggrr;V!u>T|^zV|8EIp z=GJ7qc-|xUHR{6bQ^(r53W_$;}*-gZx4G$Y9}YLCVdQL*MTI%h1Kuls1kzbB3+COS_< zkF$fat+hZj#UJ{8?EuSMwWXde1WD$Qw`3K2bqMFwejkl%C`~+L-u8WD>Kw|6$C}M3 z`O>A#JuvR;>CPP-%3??COzj3^D~|ueleNz;*=hz_79i?<4Ded{D9`gOp<7%Skm~W= z&je5znE9c;MjK1krdw5Zi%HWo!vB6rehC5aZs^9`_nIHoo-?9BRTZ#DU578Gm@Vap z=`b~1#u~s*P=5?A8j`tVaJr;#Z#)xgH@HIJV`j0#MXjTJpoLSKzZ>nDuJXS9B_|1d zr&suHyZYc1b(-$W7WJ~p;4dNh(eE;{H<~n#uoJfMja&X-WpZwg`TD;8a7>8%cLXFQ z2z9chop9O4j`!G*_K%4<>TN;DTiwQC-qD~pd#a&*SbyfbMucbrn4@yfVW-K4fsq7~ z!#+XzsWXV9-B+B6Vu3-5I&N#1syZ>T*`Bs~>_d1VjW5pZdZ=fuCuNQx@Pz7!N9u0x z5Y3f=Pj}0n`!a!6xrsNa{^a}og*@54pMZ(LEQ3iT{% zXz%(&zorhMmorkw<8b|rFc(9L;EfMeY6V5SP2C203*Pp6=RIs<#Egn<=FwHyYZlnS z2LKusS5jQCJ&a)KMLjyJ~&@0k{ELS zeiFbQ-ag~2oxxA26U``*QBVlrq>tjQ90}##gX&TDM9K>|N4@VP92)IZ^sIlDn2ddL zCd?1W`O83_E#M}ietl#J3ij1gr_L5i;5(T{T%g&ICA`D>}$YgZtD)=v_*!JWMnRd)U zR~-?VWM%-0ne0_67Qoc9g-6 zCH;3_G%kX?>l)Gzcei5HeMGG^a>^q+UU9dXAtSYk*wHO_&cB9@P#qqJl-WAe#@?+` zY`4dBo&anGyxE-B3tUwB_SNu!e3e$jb=ETW>o^yRnH5o#ya?b>u4?ak24#SeU{5T; zLnRb@Z^erZ79Tm%>>6OG7wtJz1;7|x;`G4OAi`hv@g&|U0;(LzV1T8zh-uHowLM9j z?T#P}FqWfijYX2RbOQ5Tvn_o#CZw>PQOL+3a*P?isNqeV$; zr!AxMH&!9NIyj^9#f3T;A2>e2GpPmgkc197x?QjGbvVCRFc^mZF~w)rE$f|4iAjuH z`s)xJn!fWD!^B9d7;Fai#ptCze*~Md(o{qQ&BxE_>xg%jR-=#?2A#PqANh-qqtv{& zMcweGQYr zw&SJV=9@f&;^KFH6~dnJxzJ{%53lsz1lpN$FYur&1uKvPc3=InX5FL? z?M9%CY!#~!%t=HD+kc4?TWieLDxo31RikEUPI-D277Pi|^rpB@%56E)9gZ~4#zIx1 z;CLl+dp>ldS@q#zVP(&nYk(Meo2fmlopZy>K(6@)rH*J*3dfQRG4zK4G1VkFz=7_!O{!cl1SESTLV z1hk~ibsntDHAIC=y)+Zp|4@6Msq*#Vxrb5%$C+`xRQYh1T@|87?tVJGxNn|#{O%XA zr6A|rv;$)RGgotENS`h@Yt;Z+^Yc1OZ!S2+%oABvj)`hjs*M&f+1*=QcxNy<3I3Rq&dUjAPLl$U-j?(= zy#3={?&5u=GuWOxp99@|$5cn;^x>v@NN8cvN8F!`rS8pWO>@JEj^5`t=4JMEohU}i zqc$(sH#H<8NFUVZJ7ADwj%9vkj}>0do)h7LkK>=lGeY|KN4?-lhpH!Eug&{|hsc## zA_|yFI1HO|idAA`rb%UPsQ6hGQK1X;J7D&$Gh0FDSSyC&gQ2C7gVYDzkXv-B7Oljx zV|!4xP>Afk5pg$3%d$Q;um^nY~W?4f% zjc~ATiM*onF3i^%3z=EwT?F}?A&lC|$rGeM7d{UtV>9Xd!OSq{Q%$Hja9SMaozmUa zQUCQ7NjvCA+sw7trWf_-_3~gJ)N8Gf3nTf+XZjLWC*YFvcD7pamYmg&fq1h~9xqbg zsCm>a%?KPB=HZ+7gH&*ErY{pD`FSww+suN7gH**c2wa10+xhjYYJ3WWhHi@~kiV`G zC*lW#>QFKO2en~;f$1Q8E?tBkN+hj16*_1Jf^`fPp<99sr}{b)=wX0ATOghqlMQm=h|@;sd1$FEJch@fo=1SsJl zls(dPj{?L$%lRl34K?`WTP0-);r!`#^Nq3_otG+PU;IeKKTPL0Z_A~PwSt#TdJ-A)+M^jBaDP${2t~gxCJk@ETHGFSSK*< z58t}_;Ru2HVHeDd(W1QSy%#kHCb(F%Cki!x6ku%oNc%8C4?B>2eA3XPLWCW z{SdE66J)mm~vzMmYL#7(FmwqNSOvp$Qm{plpZYq06_21Rozlb=fSnul;l1>=f6iLdz+>u%zYyQ%%Wd`3KvZ?+dtPi(zfLTaJSLf#d` zgli{!%HG@k4yllp4A~%jk=misG5F8xOO^ssd$F^AT<1DsSBqK10D8FQ2D1zkxjxg^ zj|)1jte(U`Zk^=hPmza2*#1S>iKtspvD{ZNcf5~hpoh(YmQgNjn5(ZqbDVNO1&|?X zT3P&?cP7Ej{$MsTTGsaB;K%hE?m0>Or*FA0^xIk9no*jT;)zkcU^q4d4tByvHYb2u zONOu)VYt&s%?GC@@4S9kw*2;QZ?S+i7oX3s1k=%!0c?rqie^klV582w(~d(5gb0p{;E-6=4Q@H6>;d@&mAPZg>(QR(UZ3CTgCkkl98=?DqBb5 zR4gUVPn8A{5o64GXV70SKgPJHjh!gjKYsaGqJQo!_!dEbV%jUWIDs6;^y5%lEvqum zDC9|k+^+YaKZ*lds82?N$=FqWyR@=42z?fxO!Kyy`-8GFKVHo?i7?ah2Lh%}fbNW@;< z+E651io?{37$`mAkn9N`i<3NaZ!ykWLy;_E(yApiy|yg=Im9EVRy2sRGjo5C zC4R^^xK~w@sBN8Br{r;VkR=Mu2%kKY`?F4qJ=IQc)UX-9S(wLS6z`D_ix1V(PanPY zp9JPi-H8M#0_x%q&1?y=&D5W=dc3K*!*3EF-%vEx2~k?>e~~Sc`c7^Dfwfs9=HoqC z88!KnU`Nx@HgP{^@iUMdJjg-&BO@|o>~@d(86w+IJ-x9u*vRqJ-!8IbEr#H|tM%Q; zHpyungG?4X9IM4s@#d+qmad_5o@d!0gI#nfmwA=cors{`5)jLsmiLml!m0RuZ1x}I zIVoUqtINE%NSmWJyfl#`Tp+%2+4<9KY4*!ts#ptNDF#BuothYu2sK((?TKj96 zf^}m>CQJqW0A0+}x!XfypA>V`ru%}TEp-qR*)P?$M3{4@!c(JBE5^2)xXHAnav--<4aE#GgX08*=6d}Tcet%q_8S;P@R}WPUCM2 zxg6|e@LB4D`={^bJl>g2?sX}pENE-=RZ9@IXH3yMRK(XSA6AZx$&+L`Qo#9IhoXGD zXg*v_(2jdoQq?eJ1X;ntXG^;?fhj<&blA9BK0<#dw*Uq-LTM5gn>O{U-1LN1LFP#` zo420$p0|Q@a~ha_AK&0Q;SEa>A$fRG8D}#LjR17HTzNq%o<1@QP~HNcUUQeRJeIFNORFP%u%Ji3!)eBE+2IQC1yHX@}Dn?Jg` zTy*0=(Zoss&ipKx_WemnLr(sU9g<|(1vNWDHrpj^S4T1Zi|5jKPJ8LA+V5N(vlOMN z)_>w$LfO0_U694NPL1?NLBSDuY=aVhR5pQ2A-OHnKF8~yeiPCNuXJ>sB0hoXZA zAWPiHFATBxm#(GazDX~|=6I+pn2>WMF!}st#G(W_%Fr4;IqeQ--aa-8+u%2BFAtq|Kdnvy%%gwQt+MqDC20 z7!AP1Kl~Q`OHknOlQRywS|iCR%ItcyJCCZX+R()UbX^3tGr^hZK_R>Ml8eETqU z+Fxi#tBQy6dkp8Ke2m2&SqD*c4u|)|(}1*%WEw_2d8kyTM^dn!y}r!drncf+%uFK* zX>2Fkx&$zK?vBlAdoe+^iwO>D$q8?s28|(3oo-nGulz6<#_V#k(zaZSSMmp!N}$to zdumFTy0{>{q{DVNzV14!;i}^kcY=NumF_iP*+uP%6R)KwGKgA{tr4kMsbGGHHJTEDbL|*^^l-Gon2Zo*R(= zTxzw0SW$ErnaHY(D>r$)EiGfDp!p4Hv`+N0@3z!rDRJ1l!-&dL*f=2R^5dq_rawhL z-Y||r^B}xA&00{}U0jEpIN#E5=N+rmPsaG`%Xic9kMkG)R8@2D9``#IAV)afk*4F} zGC95sx0+tsl$!(FG8Lgd-3MjJH$SzMtx56vfaI(1tO_Qrr^tI9cf3}#uA()Sam@=6 z>^@w;#-`SfCU~&1f%NO9c}KSOUR}&2vK=FXbPqxafOqb5Dmws0iJh_x$et#(z>zos zQkd?DkiD>*k`n}#yil3G)+H4W_4PJ4NJ8@2aJ|Z`)0H~V%eSxd)Q5sVsuak(PPrDU z&OA;4)j0c#VXjphi7+6eb}<$E_${V7ouf3TZipm0%i4n%cr9jV>c*4Ezt{huP?U+d z-L?i1D&LRI1t}p>Z|<11KQ-KuP5DJT@R;4Dw#x$!66=VNdWy4$3KovlwwtS`p$v4V zzq6&FbB5eD6i3Q2?qw`X)5yb@SMmjqvhcp-j?Fv~384N*tIr>j5H){HW+4dTL2pWB zC2a(P{i;87Ss&0zP&$Pt@owG*QOMq4?Q@BhIZ@`Q#cJLlqd68WJ4RZL-70}J_=t@y zFlp6JHdW}9bFW0O_XV9|SwcPjEdc4r({WE}kL$&`vMd#ZYJSn&?v5J5)Tb|nlFTYY z7pjI?cDl6{cc@J__lN5@c3?rV9{sr8kvBbx=R#E2P^OFZ9Bc&Yo=U8fP~PMWVOzP` zn|NYFz@kUo-9rRKl+P}BfRwX)f<*=a?Sa{0>14qiXK3=1CgKXUeAa?cLdcL0{Q6pk zB?A}vhW!I{NLmpjwdx z_1-;a4segQF^QV+3NvTO#uHgbwWAG?$Ah|h56BTZbdbk0q`=^?0#dkd~xDyvMYM#3=|Ydk&<(GmF=~ouAwCO^c`d z+)ar=$6v3twt#|#J?Z5YQ>61=p|Vy6$<`~)HWLq1sdj-|Ufm=d9tC@UPgwD1LKB}!vN&_qPBPMA5NIpfaK zp^~I!@1^vWi`H1BGnMj~f7{5-e-c#Cng;;Rt~gcr;3#|dQ*EN^5A>UnH|nc2<77B; zR=e^DGFwjY&a)odR1+~93(|yI#6Wz1EV>!ISyQOc zkEWsXq(~ec3*3CdRm9WeA0Tcc7r%_#$M(8Ue^DR2_u9X*@`!m^^Trrr8%0;>4BqAX$| zrO>~T*67+hzCELy5s8jRy1E_TiazCRUp~#Ki&M@oi~QN4*tmu$$8RHRaQ^b)_ewTN z-($>@H+P}pug~8r6C5L(Qu()nhsuMAkY7!r1%9YVqv=ds)T1yDis+U}Sz13VoK^KT z)G`Q%|LPE1OiKPiy^a?*)(7*74 zra1EQP?*5ko2cr679SX=sF@Na(HST}p=yr? zgsd8PIelEerI{xo_D!Xe3b3<192ClXhq{TE;I{HR<%%~V4Z3d!j5EqIW7U$9hY+UT!jt>uJVj8J*^V=V#$kas;529C*_+ZhcH(j7L2fQ; zemaek!fLeF$Q&yHwx9gAYaY>{>Yfk=w;CwFG#NYarvmzw7TZ+>`|T5 zsm70Mn`gt^qyLt^Er;Kgea1G~F?36W$v_sZB|$>+iv^bcq|Uz!(X}ka8m;?vi0&nc z`O-n83KQlmKVEf8j&7Jw1eDK7KU{cq^|=k2f^7nN9Lh?4yM69`MKNOT*v#ivoosc|1Z<9&;;G`3O2s%9{!P7&LD4CChCa+nGxNQ+4 zfezSa@x^l@*fG1#6c-f_nDr=y-O-fJWnM@hR9u!2`0UIe$pStijAWx0v$QK&Qs(gJ zfMEKqh2x_3n&}YpL?hC?uKcJ!n0}ZhLMVjYxbjv}To4O8(JeFrlYn zB#_1U=^Aypd5X{zw>)RJ4Ci+ixyQy>dd51~38Sg_@I@_T0qm{G{X#h*6T+S&%X#9k zR(-Ka#NcdiigP`5szVy~tmnETbi*N_lI4>j=Jl;us5j(!QWA4M_^7&)WirYuR{AS7 zN2G+#G-VnjSERYIOJ+OG?hEP9%-G$@g10Ap3kt^9Y71A(JN44{)M9je8aqrytn<_h znNM3q(wLUS=``n*CS|#>&m_&(AF%I@tnTGZVeiU*fem~k(0QHx+=meP(93i~y8`pn z@s_~gW)y4x&!xHK>Vu+t%D$`q0JPxzRm+PtP~ zW_+F-IE0Fx;n@;d$Gke&7rCFU((dN)1mtGg?nw;&y_iPU+T^!WAM3-Hx@0gzO--Jw z^lp2hDO6pn316q|l88HDfjt^6+L(Tijf06*n}myRTzXMqsrM}2`UwmZb9n%YMa|vt zaEcC(sFA(TO@9cJYbD#MelCDgC+XureOg}1+W>J~-qauD<`x64XY_N}y-rIiWrj#< zB_!+8M$MBYGE;N6#F9=jWQ&Y4#*ATj;X*!Yl4W7e11d&KH*Tem4UoA8OAu8rQE#n^ zUA8dR8o&qv&aR<(Q~n0apwl^n!5cW*jYWOC^P}02OC6_VGs0p8ngBbEFRX_}*5XW?V5kb1zWM$$k4fcW@>xZsTuryA8==BtQOIyw z;mG6E^0Wf9jnveF@b#vVJ~0N;d*^?u-RE{ zdoLxjIR$ag84n|7Evv^kCY*mB(Mi-#Kuk1OLf;AJ#xv7a&^1>K%Yk*2%ASR^WS-!b z7eSCtZ*(v_^^y$eC9NyqCsid09APOPaN|2v@Dksv*)Nw>D~qmnw5|Gv#)|V1B(By+ zOaICKQ{eY~C)Vc@zFqilihlWM?Cfzo!{r$OWv9; zflr;Q3-tws>b*ooRh=a-w2*)@JvLrXuVKB4i7EuojmEVvNZomPcqxtd4I<<4p?>bf zG<5B_V|IwAjKFvPCY3Z>h?kGFcp%q->(lXJH=FZfcoS~kiT1kJ*nl%Q0r za$YUeL;p1Qsl?8IGo7Mj47YB>@vV&oE7_{8MJ!?{&#TRt8XAaexFcP}@(>LqJMl(O z@}}~{At==;I5qsb^dNFo%QpfwnF$-x95imPV7BsXX!Uo|jd=EGO*{|H%E?dL?%Tng zB&U^2;ZWV>;D-*e?Z28dA;k4rtmnw5Lh;#kdv zY^G^)?ujNDE!~~62P;aMI2mZ~WaEQdNBUFtv#HRN4xISLh?3U%BEUXtg+0de@ER4* z?Y-2ZLl<&|a78?8yfVUk%e)e5%$+lygZHaQ&=EeJ96kj!fwp`=MYTI9D~*Z-G3-)~-2G+u*nOS~-GRgyvQmL8~jA6B7E3G2PeG*|+uv zHu$zFE<-$B{KDn5O#unWiXOfRww3x-XLiIL9}_kVw~8fp3rLNdW^X?vlEdckriUX%1`^sd{MD$?&-dlCj60*XA{RGL z6C(H$MY2wLVI`Hy2wquqKI z0r25z9`0Q}^I)lG)nG|Zhg1R0TeJEU+nP>ekw-A(_aM1sZ6lf;?KY5Ta~gx+ivR*KiW3Lu>OjZf>=bjDse*!n2mG8T%iJy zzzF2#NTzs(yxZX7V0Uszv*PJ4MRn8a<`X}qy>N-)Ab+#!paXrRW9-Pq5m#y^HtOFvHBAKZ%ejMmFfTpoCF#YO|QCVwms#;uof212>$=?|VNuGHma0 zP%|=2Pa3~n5~^V&Dwk{gI2$NK=M`Wrujy$sJ3`2nsx9+=iGIIh$P?~~7yjMl$+B&( zv8Z6&odlH;Xl zLu>J8w=P{thxfgDv~6-3afI>ti&eZbWLHw)lD9DJhjYDMe(uX&cj1R; z^rPm6bcH~8Onu5H_pP3vg0=$9%6E;F&0xIEZcqf{r{q7jW>EDGXD_}`oOwF&inUs{Zs!=jvqlN|l_?36$Ro?5|7m#rcva3^RZ-Kcsh z_lEQ)c!5z-*Itwl5<`-iAG)5_NwYdH!7@=!$ty{I97;To{d%ZP5zWk8Ou*aJ73k!n zo07IU?YG>R__uf}gNR_8?UF?NGnueZ_rFif?Ad_$6jjACP}g{)l$bI-6Q!Uw#MBNW zp>b#;dXbfwyO{u)r%{6zr^QMb{eb!ue^LlNs9TPA-m&C2g0~8m0jcsEffNtFtZDCk z7rznrV2IQ>@JKjDcfLJkrBJ77&MZ0+TwM3aP7qI{WBD7&jR)+@^7)gAKKaH87!#7N z9ab`3=lO#~q5!=SM1|2vTBq^3j;GE2HV2!uVLRv86eFeZt+@mH7|coJ>-N z8ZzaT{b1{F+_|{^k0RW#iTvy;DEnu2+LS0p{Sni|$P5LUXtY=r#CWUTb31nxEd~E< zz=^k&1;;oy#~{Se$&%<^B`2h5{b%*I4)Vn+?`nwWZYsYP-e_`)6KKA_foiH5{B^Iq zGIQpq!;GhE`Kk5<+CAq2?N%}?7mj5?E&^hI^)h@AP{Lf($jN|$>%?}-lkC?~vVd1N zA0ToWD$<>|`9&Pfk4-ZHglre$@`Hs>$B9w3o93t)$A_@e6RQm7$GhMgAKI_uU{FHh zCYjS|LpnercV7494y#FvyuWozWZYjb|5squefQVt=l6l*T;F%;Sek0CTba;38Hvr2 zj=TXqHB+RTSIvH(=34Y7)o&k$P99mi#$pJa+ZSo=VvSNNok{O%N_pZQNm0Q9mTr67 zLGo5JbMvmdw8e;MG|`EB``pDgq}C|E|MDw|7N_l2-jePU@g&#?_a55x&;!_ozKjC( z?>@I<&IVU~YjofDeb!KNms{ve1#i+)@tN-`56LV=QU#2Eg?BXd5_)_I+rKANQ+#Wc zu8Zv_(X)8y4+`My1qsEuD-;hl)&BN9pSNV4te&is*RN3v+9cj22XLlU5{lcW&bitKOrNDJoX zs61z+GWZ>PBX>}jueSsA@i5cpuOQQQ2D?;L&PfQ#ip`hiROl9l=@u4wt<2afg)AKB2vCTOSnWfsIzlnJr{#-N+jK7j}WyD3?GiRhrck`{jo^_N1<^kX~xrAf3fZDz{5)kUNm$!Qb_?bF?Ezo;#Aom3+QE3fr|KerZdzSE~6BUDOz z9`d)_cIn57aBbLIJeyy91+E;VBlGd0Gh|76->x=(Q%c(8*|h6ZG#oDcQR|zz55bc0)!~MJm>*2Ctbxc&>8qs~33#8b-QTFKxPnL3mSCf1$@2qx ziFa(HgXBQjbCjq+#}%qHkEuB*CFy?1^Q^?F)8tk+Q2N!j#aCEVRt4;P5L~$B?qCP3 zC?RrBp;sd|^3A#BaLqZ*B+_;wXTOz0JV0OC9OF7Zrh+KPs^e*Pg&;JMD}MHbuZu{T+rP0A(`|toKfYI8~=@-`Xv5uiybap=leQ=QHWEeOJh+>kz+f z?)bm^b~o5-0jy-q+Td8TxP)i34tfatX31XAj`lQ;G+xEecnv$bTl5`>M_LclY;FLD zVaSe%f$w1!w?$*1PGjWvCMx49Bmy0u`3y^hiy!@r?PHZdl~jQ&5WK>}cu4tH3S(eF zyB8gRr9~SH6r&8F)ed6pY9u_?%zQM=JYh->RJ&mCMT|b2Tlb_=o7-`6|7*i|IomQZ zwc5WqJ}{Ge^H%yA--HpHv>Jp*R5J&RUq2{nl48w$$_0pj$0t?P+=5e9dRj&tc64ed zKaw-dG81Y%2vO!}){P6@@t0W=HV*CaznQ8>zNT+gy>wZI2a%H2{24rx1oWJl3c%}~ zt48mtM&~Yj#r>}4yB+EO2)^Sxn4>*Sg{FF;9cRv8R=u~uSbRq|=CzZ;h!Dj;6C|BY0KXx&g=IN3$_ z&+Nv6NhA=Cw7%PhBRRe`An=^G`R!@x4LkVv4TyRU^(R*~MmH_H9KM&eYMo=w1XD^3 z1_pC$B{4FrHiLZke5lAqCX#@sh~#pCht2Q z&)(}wEuS6Coohws8DOqP`FASls`vb{T28-ihgUuAf;dBuJ^=xCIS9b zFSPOe8A}X1!_+N8qUFXyYoZ1Ps6*CmJyR}-8;O=yAH&4Hmnu~5kUH1Lm-oJR>PjrL zr8~}&C1p4S-#VkH9rZOveTD9Sc75Ml;_BWFRs93iaAUTn`lzqcd3(c7_k$nO$^-Bi zdsPChSL!$8>J*!xY<4tzv51*`Pjrjhz-tj+khha%Pn0FN?5K1a$hu$iiyrOr+tC~Z z#_u*%Bo~W!_;sS0d}o@pvp<{{+>iE6W7Eza8V_hP?{|PR6X^Z;%HkxeYx1KUKloup z4_V(y?sk8}V!Je4eSP%2je=f8x zvBk|H>YoOW`_|=Y^nv@;z244oR)F_HO*DQQKa)4>eyee5K8r;|EMnMio@IL|bM1)Uwd>XG=6f3H;Z7%2^r6$>#4k3{hd zw}xx}o$=Q_a>hl6ZliKvL6)jtD#s~Oe%NHIhsrmCNnAXDUzX~}ZQ`e9rQnS{D*Kp=^3_3^TfdlyW)OK)wd@U)6r7lEicYm3OA)jM&1ccO8fmTxI! zEqs0SM)}`c%`6cam;b{$Zvcwdf@gn7>WdW%wVJ2s@7 zEr`MmbVS$P3K=p=$^a;H+gjT+U5izBo4#->D91xW!`#yw50;&9`VQwJ`)hmT_gadK zUmeufPSOqS2r7JsfvN>|i_t>W&Zb0bX1AA7<}>>;nL6L@Kj^x3&+_-%o%xo_7{Jj; zwn{Jf|E?#(3$BgeEiL5{i;_*h$A8g`#9HX5qhWX-;9(cQ9%ibwY%DRz$Hj)) zyo2TQGIT5{>0QqIV@E$`2Isp2J{f0{^X?sfyuUjD~|=9+O*|%NiH4}&}!ui8d8JLXfW_~ z-(?%-(7j#5|F@3}8if#(okM3{Yh>(_2khPE%VL_D8Aha1g=33LU(4?{U6R&T57pt@ zD_PVD1m0!@6M0n#j0?@20pcUm{+=L(-ae%S7;eD&2{0iV>H;KgbxH(`YPwdj&;2x1 zYmaYA20$)J4aShT$lvzC84fHeY1Jmo!D08Gog};1z#{0L@mz^6hU)oH+I zhzZa+N=@0L6w52XHJZmsBVuM6V6(+8LK=CncFJljRt|P4rzececy?}GnOG5eba6zJ zPH8wDhkxni^3kEQQvqamIWX_$5e_PpblAC*$5C=IY>xQF@z$z}>6veZna0ONNTvJzX zVL(rbSJn~6=!3o`{F6%LBc91HQ1SbZe;aOEg~sT{*MDC*-$sc6iHHuL3>YErh8C<* zY%!=#JCguSL7QG<8+LZ`sw*ef_qv2`mSl%*xy78I=;R`*Y6i6 zFDgzx3Gj~zYMpg$rR&WQ8Ir^_gsI~{^Z#B0nX_VU zyQQ-`JXFS=lU>#5yOE8j)~ZVc$j%#we;S*NIP-@`WCB=EN{)Uvu6=}gd4!*O7ZsRP z$*@6fI%V3=o3@l2FhkrpJXq`~u@!l9xRMV6e>n?fo3c3hI5S~*DikIO?F(6Yjz5RG z9LGvl4#4n4MABu{%ZG;ecr1{xJ)vZJg&qEQAwlwJ=%13ep$NK4nYQRVr8Et&{;?kWnH(Dr(Z-I8oOc9WOjDB<7tWake!8f z1{zm4Iua?~os!nw$mS-|Efqh%BbZiqPz*sbxcM;bd7|i}H)Q3FAu?{R(6ilr#cqm~ zO4Hzp{P^Blo5E4N2_B2?pUOP9n*KH`VUJ+Dos9O(T9lUVQgD}ZoxkAGL2vO_$ud%d zRCq3;^`SpH3j4=PVTlI^6uobv9KBAKc2zxSY*oH~mU#(k+n8m}JMB!9HF4Iu3IWlz zVu_4Y)`}TZpYQq0=lBm6nRq1Zw}!-IC~XqTdNoW=I(t!}*7hB`(Il{v`_dyU+Rf&K7}Q!Ik6-W8fQd36Nz^NsL==!}Di zGHEavuWRQhQDo}hPaBlEDvTXIV%c%{7qfF-XAjQ*4*)kn$iKNe80BC4+Z$HkYI*w^ ztesXj;%uzjw3oHLJ!T(nN!BbZ_vSCrMmXkY)BE?ynX@mUh81)~8(9VR^8~WOQ4`Me zD~t5Qm87QHKyrusp~wvq+>P~c8kR&{S$eWT~F z4VL|Dx>v&vvDE_TG&!o_iC9BgU-21X9oth@Dy__y+uoePWGcNC%aVMKpUW9-8R3*T zO`fV@0Fh4y^HQVppGX6gex>7=sE0d6l_^%eU5mC>d9_&HT4$4n^sI^#b{vO05^uvs zM)n03lc=FeN`MAKw^UXm`q$e@jXLLNGp3Bvj$%W7OD1M3<7=kNM8q_b7Fu4X^(lO{ zBY{51t3LW=so4jwnNCC2B|eJB4m_Ji(xJMX(@MNF`&ITQrD9O}dY$}g++yJ^44`=& zs(EzW@0=$p=J)IMuoD(32}?|kec$*+{+j_$g=OoS@HthIgIw;(P?P+aC5y5~X6^>-FxpT9gfR%2w6aQnDt5 zWzEk`sGTi!(r~?0mMBKE3%2&MDDtQ<9zU|y@@P62rbLQI8TRo!xrtT<*#KFnWoHF5 z$SaZTe3PtgYSUgkgX(P{>1sk89J+RSjba> z_nX|6=@mEgrxR}$>Dy5OP2yy1K2t*-egX&aRft4XU#`a4X4LZL%qZxtLjZ_nKzj# z0RH0f%<4HQ`cZlogARP0cX%Kc)m&%9j#vA@_MH6_XZPfv8G?SZMrYtP zo!2cwfKPjPe~HhGsC)S7iVdy|3CftNz?tTl)!K1AvaEFCS=xi&<*L^sapnw4{XI;k zSjJ1S37O5im)Fk%S7gRLSlH119JYIQ%oa4*ZkP?~wx^HW0pVo~5AX855r-@my~SAC zlBH0aa8?Z*Rg&Bs)7!u_*Z90qJ1=W}2M&EUY!V~#L67IB+eoy8Z2=z4&X!Y$dDZ3J zVKrED?>^sX_AW>siff+bHHkAfOGYJDdwH|4aE-*lJ8ym8q%?(Q)@THh(?p$-3?Ru2 zgj0?4et3)P(WlxpDw)^NNVwa>qeFV|6t4J+g>>kE`mM!fq100BlLsOgCN5-2GhhE?` zj!P}tuf;&2m5lpv-yY6XyPThuXWw&~_#~6wWk{-*U;5q>a@p&<&xe=k*JAeJ!y}S1 z@!PULdE!`g254XxG6)zeWUVXf5_d={4!lOpxX$Jhd0$a!@JPU5s6jK%mNHwl{rYnMgNGi4{gum0~tzRcSVS2*f1yu)ph(>R_NzhW<6jQvGrpi zi=`8T*@s2ck=AnDFBz5~V05o$vOo0JAsM}RdJ5?^bJZ)^Z+|#;Dt#??sec%8XmU+G zvY5>GiT4QW&iQ-4e%ry47`nP!@>JmLy_EAX*SXw>*UW1=QNVY4e!30cA=%Zt(AY=B z(e=0N_3%0+e}Or+<7wJdepFOkNdq!*x|v!k8LX7_wli9e>f_=+t-bLhQs==8F0E&t zpLT$VcVQYrdL;=n4hyof z2~FlYgAKNaLk!_&vKsU3sZtR?bwqXd_=vZ4j|UB^qHL_<(Z<8ek-v{oA=U5>Mv}u% z)(9cKSbbW?%ECUq#vxxEJr)xE^7IfA(lg#O)!w_n5KL<6s+?WDOcvbQOR_t~4dYB! z)AGB_kBRpv*b%$jGWwf18xoED=*&adUgyX@0r|Cdd)wLL$cXUYw2TpNQH3G#qJmU` zv)%I+1t_g}JPQcaJR^)_@$x}9!#hjWqpK5P;6=GyHEVDfW+na%3}bNL`&ba6Qa+;b zv}Eo?;5!oxnakR1$!SKWM(AkLZ#9IUl6@LuGk4cV9MN54W*uNURXu#O!pGC6u9zRq z;%!Uh#*sej7+*t{T`pL>&YYfWsH)-tUE{Azh$b8^+M1vugdu9_K zy{|a&NOdavCmuF3e7Am6%43*CvCD(cun=;HMEmc%AO;y5iZABMozpZb4Pt72* zId+D-65ni=kwJ@looq@F<4cyVPfhM>n=zj9<97Ckc`IYuXVlYG+lB4tLWHhGawtAU zA8&k%@F}`lS9`Ao`rjo-u*0XHI%u%*(TV1D#pwC;$(qt0j`B=t*X@wa2r1%hhV;-rlq35S0;JMB+}5qL#GGM)~=ta?_AL z$MSO-EGC@&o~LLmMDcMRzM?ihk0v7`r|}cDlV}BueR}v}`2gLlUSwiuk!{g)H(6}z z8lKtNDDo@jk@85h#hPK1WTsv15*}HPC)=n-6z^EFNHA1Cb^RVqY_FdR0mtp(vD%CS zBF+@)mBqax=l|hsU$PRJ)`K=zz zvZT_3&N<7EZ6oTM$qRVjrZtx6llPvXMbkLMzmS5!ZyVbs39s4YD%7m-S_sY_-!+P! zjOsn8MWJGJF|3SrC5~s75K<1yLRQf(+WJ*5ADh=RH}2=2(*iEz zy;gfHsBcfh_AaFgUR{*EM#C<@?b$wQw4mH*)Xpr!b8Shik#paC)atF?HQa`@xrH5n zFOLT^O$#Fn`>-mja5fWB%U5=3nC;;+v?exm8W#U+q{%7tptE&_r)lG+v4+c^SM0yW zk-9R<6g4+VTsrZh+@75)h~rg`9Ol&MhheCKlChfWHs;d0`}O9ReXjLZzoO=4AYF;H_n2BRY`RoDZ+r4~`CG#yaOROSCSY+Wpavo*QJPI0gWy*;5(*4m=S)-Y_RS9L`E{TL(cG*&-1z|{M zb!r!=5MSfeJG(w2<@1M=`3he)s77=c9i5#1Y-L0Q&hnT!{$!8C#0NvIbe7q5+w=5p z*=6~fM|pHIiuB-L-i*Lo~HDMZsDLM_KwbdrwL1#K(BRlk#8(MCCILmA6 z_%*Wu;=FgM98NLjLs!At3J{%)P4_JIW<#^^@~^DvO`O4HGu_^7qI@6D{F*F7&%oN_ z`J-A$55|AkQY!cIL|tjAIc!9iLL+e&E0T+~s?~PjmB#kODWX^5=VVX&#*Bi|Jk8nr zwX0;s(ev;YHG9~X3`%M7_`UWJFJyD6qne{D#W43Y-C)H!pK3^9^TVS)DX- zuoE>Wx^$&zi|B`r0b-m7kkstGE0be+yhk*?YQ=kl!<}9f>MW}+?`0=^9cJ^WlpPAo9|3i$xMx(55<8rIeF}$^&m*jf*`g!x6IH)>5SR|{WzKqRJBUj8Ud~_*o{XfzX_fE!gd1YcESr3o z%Cn90S*bIhD#_|lVHnoE2ffhVwI~}Q4QkxhJWZSFEsamO+V*n5VXjCHEA=(MZM|88 z9{e{FLA*?MB$r)lwzwL?SqVbB-%Iw3Ctg_aOqFigti$UM-&$&bEGHv2!-j@CQiFT) zzv*?-=BLAR*4Wx+7Qr}~X)>cd!gzR@TPK{MVyR&Qr>j^+hFRLUKX`=GB^t}tSv-8R zC3K#Ami#YX<_2#J2Vcb3%fk;GLS>aqL{fA-4}&6PVIJq0>`=C8T^H`s$2^U*cva85 z`nfYhjQGq-sCoa3%#FlLJ;#^GUXc^^YPv*}DDmX&VHjbaDwc8{-i9dfo~MK*Kf8zH zRMy82WuZN+YnWxLV|TjToWw~|6e_$Z1q!b_I?uC_Gj58`GT>2{n%o>#;qhviCLU?o zkyBCk8{cX)`smSKaJ-L#Jt*Q!bRM-&eD33ni7HS2iE_9_#*D$DGwtCcsxz~UNXh7S zNL)N>7NnR+F$EunNoF4e`hwC#OT3>9jpQYpBTboy&VzHMXG4jTx*m9I@<@?$Y(Exv zuM}&fv!&JSWS>cyP;g9+m$O?>qZ#e+O)eMU;6B~o@I;u1@Ufrj#`?!^JZ++RlJV`c zS}}3o1!16N5hw*}Q8U}k_qH8okzsIt!K~u5+Q-)zi6{N;hSj5qrKmlB)6&Bxr z--HJJ?oErPwZd6hp-B{x{&$!uFe190&97S(?Tx;aS2{}+srMGM<8si(5doDV7K5gb zEdhw>QsQJRai1y_^8qq9Bv3YbPOsA~Wr|`(`oNS*gsofMv#=%G%%E}hwSP|qeXwM{ z&X(U9_=Zy1vaJrTwH&v^>(0vhWID}^FN)b$5{p4SWVScYQX#*_Yf|6v$>RR`*fYoR zDuazl*z5CNzZGlt-n_Gn?n+HB@DlZeqagxoN(#qeosrzSvp|i<)9Pu0%-j$!r|)C; z@}`64KD?ijm2oE>I`!c-`T?_y`sqd23OGv^RPVlm6V8YpsH&s{;brapa1~MsC9oCm z18!&RX5`?hgBI}$w&22+tjO|kh8Sja0%*~EyARbVqDBYJ3uKAH3tK>o-?moXIvJ4N z1zQj9*%Co@pxWC_*5*;kNY;26O&^y5{_NM0vJ|w$H=fn+OP-Ng)Pp8)2+8xB1|ID` zd%Ydyb(4Gc2cPAOMH_pDm<3+aSl8mzormw*pV4nt>2EzMv_||LRlg-G_+haf=yKA` zSvbnCHG4g>?(NKe6J8W{9pyUK@OTiZNYi2^<+VT8$ue*^4F#;A@o*5vJ*~w;-hboS zLp0NEY2x-{yKf@f0Ibii0>yi{r2;#;dm2^?m|10#SqaV}q|yG%ES#ea?sw9(b*JbV?y zC;gs8c|TteUzdp{%zq<`q=VKfQ1Y;nkLdTvC=3tZWNtHQS0r)^r}fMpGgcZN#*3IU zW7FFl#u=K_l3EmYzrDgC9YkBh!Iv%a&T#yu3tBqLJW>i;R4a(*vV(fD_{q=QqvumZ zue3A0X@gm`8K=fZ2-ok6#Z0AjKqc72^E5VAU&&QxU0!C3&aC;iMK-yBZ6&?gUoYXx z(3{Mb;)%EqKQnzoJuY)Q4=-Vzji$b5ZZDG6r7im7hi{WhB;e+AA-`o%9`UYvfFwF+ zR=*TehF-nPTl&Lmvf&=FsR{r)QM!Jsszx+l+Qv(EHX!L;b`hM&PEh0!K7W&d667;n zj|_h_ON_ZwHir<_>wS2sYFy43K1JSW-V?FW4LLidi>PYAHDWOn=qm*(+Gn;2V`;IdBOsxLQX(!V|@7BF%};^fv1oF8y#sgXi*addg0o9ZHCA z`An~qy%bkiZXV(gf_mCZS=GLI8yIv_k{{COl%WGB%3K$1&kVkhaHUTsxjd#bGhk)? zmBJCft#V!i#|3Q?#6cq7M+`YnHx6?6@ncES5O+vDx%T_qq zTZCa{dUfFJ1Ao;1W=NXaH?uTTCt**p)n#(W=}ts^{ZrXfbv2glD=3{=VJ$#lS4R_+&dpwzLNy4_7-RRw~G-{*}fU7Du5XVE( z8yR@E!22|waqi>6o0N7>AyE(z#Cq&fX86 zp@Rh$@IM02{sW%&j((}ho=AMVs%w*A3!JnJ1g%Q0}qg!n8!8s9|uKs+D)e|2c zr9rp{q;GmC&5~ouRgdr8Q`I5fRpyWKEUcj}oHPp!KBsYR1_eI%it}Gdrr>ZV?2UVuv@L4sKQDE=)i4E;PJ*Nz3_kLz}>< zSdO@uEKOTIKjYT4u!w`)7vI6Q-$#kkdGn|H{5`yoWoE=FtJ9S?4~?@^1d3K* zkH_^HcKo&GO{OqhQ)-7gtJSP1zi=~wdaUdT{GsxYjgpRZ#7t0KsfytarehZu<|B+^`gyb%*6I%!B^Hz>ku0yq#nrO zZOx|wDLg1(T4Qt17?S>pmq^=Wvq3h}Y<}t`jv=j@m4azoyPHlM~+fdPwQSdep=|aMmD6mUNrL z^nruYosxSzo5dM6pUp%xeiG<=DP?ZvHjHfZ!fug0t9u2$ZuWv4ku)L>Pj^F2du)`` z*KOwa=^=xYO0O$AH=~yE)Ugj4KsZRk5C>z*ews^&lhWuiLse*A&1MVSCXsr}CcRlv z=tlMM&S0O>*MnEM50 zk(FM&c#tK<&<--K?%{oBIZcMz)Y82NG+;}<$6m;xvu6aG7ptm@B-~MXe@oY!clYve z7Hi8|5tWG^UQM*3OiF~4D2;bBf1yd+V64FK2dvXnlp!*bj#-dDA}MGGo3y`s@hq9G z@MZAcvb;BiUdk-aHmH{87on4&w#aK>SsIm951i%SSL`JOk@fHs#hpdednzY{*|bBZ z(mA|LdI`?ep0O5+Tm0NHvmz~{2l_k@r{Y<+*wv8z zAjZE$3(~^j`5AhaO2vuP1H)9Jrg(hKA_jr?|@=(D%d1}hf=`^<1WkX#3G8ROz$3+5_LLc5=Q!eh|{Z@ zq>IMU>FHS|U`SYEf7koQmlVqB#+;?U@w|H{#Glq|uG>^bZU&EW;nIc^N$wuEY*}CH9wQcKjH+j4zH0~OuaD>m4 z8JUZwe)j>>4BoRo0<|4)T2~##y5!=iBV8KaAm&qJ)IqqSB51(Nlp{guD6%(Vv2g{)UsXr--r{X7A;U7WvLN;q>!} zFwo7K#zPK|I^P~%A_6k)HoZ2F?-|G&k$1P%x12DK(j1w@@l3x@K4_z~yWqIk1~OjN*A% zUb~A8myz{p1BZeq7Id*|({EKzxe^vgU#fQ#igWf|XBO13A%{o#cOizri&i&A$sGr(6GXvy*KkiZ(5gs!ICU87&`4)Hb_e}`DG=#Q$KO`>6!7#aS*fz z(RD4ufY{%wXVER8UcHAcy9WTT3&~BR;gY)&(<%iZDrqciJ@4^T3zLGBclmPmh-1wqO&N6m#xyIm0PR_8&Lt-tvU?o) zqUyYa*`a61(#l+Q4`&NHiA$_!k)LWsENNWLv7=I6#w6Lb%jmb7|HJ~V&$-^+aA_l+cWKhuyX0!~IKq9Uz zHtZS=AKj~=n6{GDQiMr@Mx5P(T_v(8bQ(A#?b5Z(s;1SO8PR8{8%89zH-~PBPZp{3 zx+n%P_AsYcjmUsmuq@94O;=jw`C#}~IMO4SRp#{-1(U+X5N~zlGFS|>U3w{e9R)%X zt~=Tz#;u~sSNO^RGVbMMNe#nH@JeqPi0F8$q|Hpa8(725OS_o8uvgkLXa-I)N_gz5 zf|7@!nA13J4+V4HHa2AS^vv-|(tX)vZ9TZA?RTUwnvX4X*Ln3+p+$BX3$fpLumRcR*!byskFl>;c?yN~X1pFKr>P zUsZ?V@R1pKY-M^N$j(TVn5`=hh8oE#fth^O>>EU0S26o&5UU0(KzYzQqK<9H?05WXWmp?sam zQoy?yQl#^7-pj(%a$zPSdfmYXghveeTJw+;58Jk z*?p4^4}9(DET)=dM%^uN>*YnlrmKS&3c5krBSqoQy<^~(WgS$s9CrtSmxxJmn|16r zog}G_r=gbpZU_2?9yaW+ziUB^)I@Zm#WTzg1ui>Gi{uG-P^U_XwA$V2a8KbCDGd!#OcD3&4|Tc@Vt(3=;~~) zAp_@W!#Y8GGPuI5p`*)Bj~1_icRfcAugq6A48lR4I8`;Vp)Lz+1JCq?iqa&4hrK#_Dz!u?Kqj?)T^{%<2GIZmbBHI@kNY2U-omapAOQkK3S z9vK>`?3&*exIn7lezR}7mJ9s8suIDoPV@A9xYJr#M9ZDEi(~UN^B-L&)?tw)^@0pI zwx(LUz;#;NQCmr{0$y7dN!>~I5{Y~M^iJ+>G0%fTWt+RFGOs+mS{9rRwq>4!g>5yD z1m|dfpXdE5$F?#|daCMKph9^>lPD?`%^m*Wrv-8M6e(`1JSE2 zA?)2bS57~oJQ55z3PqK?{|fQRir4;{fEG6$)+|}HVg`hTG_V5x{?MoQ3*vVzzg$9R ze(SUo5cU4M28cv)SK>qtdVAj58~>iU-TW}nQuuN4)-*oihnWl83HE0ETE@%Nf7 zq{91f_+Pw~`McLJSH-e?hAb!qFC)i6;jMoUFVkvSLtHljm!pup4zsT~z_kbw#-h>& z+0*hMtAF;65C&}2c45dOL|G9AD&>mJI7YosttPSy!`)oXqPjKF6nG1+Fd`(xQh(Ri ztga{|$4=rkG|!rp5FFkCFOZH!KAGG|-u_m{d@K?aIrBDmiG(siS$ehdch?C5ExsWl z9{IS?NS&Zlp48GUOoP3|OK#!fGnhWvOZVKO#*V5RsJA|=pj!fWM^iUVsq z64FT=^kGM z1(V;y@AMHdB>vori6B>%ie-y_rEB_p`LyiqHC9@O2|91H?;`q@Nj-elXM^{k&-qyE zj)nubs&=MDL zW)sRsR(OuXPSZbY@4_D=Jh+b?;#t>`^IIVhUz$t6?uhR32HzzrZ)t)gLzFm9;0Rvu z`b;XA-dA&(6PavV*UVvQ4#C1A)gC_MOs~>_a<$D89g!N1he}}F;=uKAJ;!M<$r0rJ zF9`a=X1G?ue7`%4;p(0Jcil zV4nYb{I0wo0{QJYvDSajOK+7n9tnz?%w@6mEdB&ph}lYjdlP{XQAs+_@@E-Q8w?zg zbM$<@cf+W|$>vgB#S4zeb$Bt<zUr~R&JX} zC#YwEs04~PIXYF5I3-i9GPWcp)@P0F4pGhGvg%2&`h-%!kQ!5L4Z>H5$ch!#Jff3+ z{tgMLs@v|8EqOh9IU^3&C3S*#eO2u0zFhc$BKZpb3j)WO6yZrF`fwXXGDHW~xyDL=0BHgka%(*yfp=8&`(iZT3_rAI1 zaR%&JInMo$-C_}v#as`+|9ZtDyw-U6a+;wUvKM(xiSJDtfehadI^y4a_}w_e7NR(N zy>aT2S|oJ2v?TS!QwEohsMy<`Y`fnH8wTOqnvYds?-}wkuEFARP2p7)*>}e~=u79% z(lRo_LWLxzCl2ZTmt|<5on~-Kkfy34SshCIa@<*RQa>}DiI12|04J)UZ2FZqm>O{w;T^Dr4$r^wgD!zQz2wD+{)y!C9VU@mb=qoRels2?O? zRAj4rQaD`m@@d)yC~MGYPng1)I4rO8yn8LRXQjwUx7mjpoGu-3C@(e%JkSVE?+=xkjKqaxKS_klMEb{9GQS7Gf}%v^5B5C&|6)q#|YzhGF9Ix z&d+|u9k{}Ws&Qb;M{Xo>*xGmaR7&%{afS&&)Mk{A%k@31U&^mPo2OH(MJ0^lLeG9P zjLZo^fJqE)_mxj|-5iky!>)3l&nFp;2UMuV?Cj&*-o(H^$8p%rYRFk*o7yox1YkRV zcTndsW3iD%tj6y;>f4*?SMsEklCcy^X`P*;=Iy|KSE8o>+S9+=Z`aGo7&z^0d7F){ z!B|xLmBoQiQ3Y#bn9W2Uy1v!8{4QxLFbOti4Dq}5yByzq#1bb?Uh=6p6&xbDSCsJl zz`NL?*}v#d^cOw2=ct6-;>WVl3f_W_@+gF8GjXU`_49q+ZNtAyrGjJ-RX|qzc{sv> z+s#z;OyxM&CRRrG?o`qPd3dQoX&@2w?N1tym@B&C-OgJ;I^I{m$XakV$A?Rp5H*^=t2XL^@W) z4f*809KO-&9{V75IB#+qpG1TWwsO$M@6j{7!<<#iTRfzrdZZ=~3W)i*YR z0dGZ(ovLv<&Jj*}s8-3H3K^@sz93EMu10iG60RaW(xKR>0C;$CZINk!*EVhkhN2bJ z1P%;!h00Vf6l=-kVkom0$3 zy+=0@;e?U+-CET@;MVDrfa5=5xFW6m z@L2~p@F7~%De5Ov#)7wqEm1*<w35b>$p~8s?C5paGB_8>oB~&V|^X$pznu= zze)A+8Rq7iMD|zsQ(KX)os$`om0>Xy_ecOE4;9I@gStW7jcSFbDqTMXv27p`@Ndmt zIw35N6MY>{0N=yZ6)E6ST8<_AWegdd!k=b+9nW?4zYGwBWpf^ABzQxR&a zoypu#I5<0hl=PgVUmL=KotM`YQ9XK5lcq`6cPSQk2}qb_ZqhUGMPHdRflfP5H3yU$ z6$s@2KxKK`pOrxD z$k98Te%_FK61vJKU&{rHs(|Sa@3JkXUg7RJ2@SRhm%o>kBq6$bR{|e%(_(SimT>mE zSb%qSzWiN0C>30?fm20fyqFOT*MU}xynnKBA`qg_vVRW_zA@J8mn^}+brh#UdaG}0 za2>v=&cJo`R7yFsJNJmlsoyNM{yj^}gY6{XLtb=be_{2OLnm2{42JAXXJ(YWx%Y5_ z`-CX;8y?B@*pFe7jG8bRZHh)|Pk@l9CQia53WSTOo{eL9YtEz?mNo$~%SaTViF(R| z=^q?{-xDD}<|0Av9yQymx>*zW?n*N%+8{fe4`&04kT03cmUr3rj(39Y%&s{)MT|TY zHViG~Ihh?}F?Ozf7qQ**qOGV$dgS8-&Pju2?{g#WND?LRpk~wLARm$AlW6l=sL6@M z`-gd||AhnpWlWPuLstPWaxG|njJ%!(;N?6;l1z+enf~6!r?j<~)S27T$rs;W z`8;cMB-MnkIo_9DAS#^_$CZa_@S7GY2Asj?#LQzR?HS6CDL(q2Z^9J z%v~rSP9qk>$mS?6N2WBEHv}0c@kv4~`e8AZTHfOb`X~0kFJ(A@?{fXZd$=2gnLWX0 zB!UJf?YC-Pf48$<;%g9-X%0`2Q3-UqR;tBUz{ls0q&JDn1WeVR8m2?yqFS+*l;EX#O&ekV=b(J@=5Sd6OKoIs~NO=hA87 zYuEMAc8nNWb{!2VDzp`;V;B=-+XYA9u7}+@`|onf$8na3%TC9zl+Z;vQr{qPyqP}> z>HdzGG16>dmJcZ>e5?DwhK?+8ocGu;5y|WMyL`(fyaYbGn&V)sm-v`*`}VuOo<}KG zZ846c)TnhOh#$lW46f#AZD{Ki<6==!Ocsgw`HvP%Gfj8)%R} zoDDw?NmRIUoWAF>kPUhU-@|2T#Z#3UE}aT+Pq!bukVna%?IFvnjhENF-t|%=U}=`` z)OS1At~7DRb*tNZiSPxTXg4YJC*;r8D*7Vrj3>(-hI$D|QR(!is>Lt|eC&(&NxzXd zNk%R9IRuTu4jx;IreB=DM5;W+WEDP17xESE;=c5ugYFygb?$Nxgl3#(3`-Q@%9gwy zS$JY7#C;KK&haxa$BJFq!3j>3F$`D?Wp6r&GE<2askS{#LNwGgAT2*kdN^+KenQMK zW?@+TSCHdZTSIM4%5JNNPdQC%TM2hNDf2tMG? zaUQyg*7+RGJT!FWEVNGVf!-l>BQqZh&ifsk8ofg`Z->y@j7f$S_J`Ad6>PDEog>FD zDyAm9e<$iqLLtN)d)J(KxGgn%wvgb0KrA8<;8VmB$~$21Je&l-Y3>Wx7(bHf)2YZJ+@u+OIPA#`djzz{h3K?C?eCmyxZW)K-!WZ%np({o?=cfy9+Fl6WL5KRcHxxs=T3rgC} zC4!{t&3sp1o6np5NAdB=%XhCT*P#~nb3d@~8l2dRs)o-SW2i5j&+*NfdjfdZB(nj2 zHO(AK^;JDj_UfeYEHFG3>FXw$9kE3^0o{8=azAf#uc3NC_-kk_OPm$L7NYe3a%J?8 z%))U=Eg^@Kw?p+!Pjb!QQ_TU+Isjc(lejB^$SqMTx!-Y*h?^fvj$&PZt;O(h*iU*3BgQeh&Bb~ov@@_KYTnmKn{R;q&E zuk#D)1A1!T!-{aT`_NeH&Dpi!i!1F4M5Q^$<%Gg~I6-6QyDIlaU30lw2EgbXJVQFw z$_h=B;)0J5&J@>w+fisR)bS?*X{ zqTqbCA#Fgl$ot(1WnS3G?KrR}SS{hEcTLMhUHXyo_o~{;DFTH4LDUWqe#tsnln;R>ZTueuuU)wf0};4Tc(o&WWNQiDKu|)}i#Tiak>e z7?=!87=eYN`@EbsqZaWN(mgwWR(|SV@+o`wlB#UUlZmi<4o~Nz!!Tlf=z0D1sA{z> zIV`a@AoDv4!%*c>o6`p1^OJKA>+3xN?Msq2XlkUuZN5vh=KY}Vgb6{l4Vk6<-Aync zj$xWbBgRIa49Ca~D1D~2+Ep!L34lf)V2*#Sn;JR%eQm&*w-3dMP7XSC=Xs9{E5;XV zfiT7I`qIh_^^1?JUH&Y5;CfslG1aVM;QLckBLUy*F|-^Xw=1nxn)VV$@c4_RybuS= z@!>hHA%4R*TyvW5(X6O5C*PgsmebQHL^UPV=@!rfzn=sv!D5d4q$glZzxMLP7rFi} z%+Y;6=b!64#4A2TPc8>)Do-5sV$RF=+azeZJ|y{|J{GMV zkuC>*-+n0UASYoRb>J`bpg7d)J0_s+oZ8=;8fl7;p(@r&?e7xhO#3d>JY3&H5oN?J zhq464ea-jvf8IHzq!gzs72a9CO|12VLOF5ERdUBhD=?Tu5S;r`c^RBOzI#0t-VlW4 zID-lUJ3O@aKm6`m(*aGYrE)q+D|}&8&6QF&=!hWwRyA#O06!dY?mVD+2EB!oD-C=P z3mI`{pQv0O>V#bH@_W*{rR?=OaP{3rzv`HyB`}7h-&#RWJOVtZ2Z9 zI!9`pZS04)u7%7|+=toKB&5=0#?ewihf3b%-E_8DA0!hu^Ljk~8r8S`yt_el*+es| zoOko^sSO8{X`b5;zf&J4jg)C~&UoKn*xZPEzqzDQq$Um7&iE7QhAwWQCZW<<^Db3_ z6z{g7ri$V>b^`9k#T*G>Jk_|B$b=jk04*@Y}NEE8z1Y$%OzYh-tF84tIdK>au*ki z=<=%MxP*0wO?{E1!5O3cvNG2BxcwfQCn8YPg@!)}P6)Z$D#!?{@TvxVRh}*vw)QVH z(qbo_(`H0hQ$!S!B5T>^d)j+QHGiNqS?v5-OlYZVu_MnibJi-^lVBZSLVAu*&`w1s z=Z^F3x7MICGNr^|__+S4AgT^sOo?UQ--M_)z5_EjK$kT9Fl_kRj#rS`Qx)U3nHx6wF+o(m5$OM(O>$ zuU7qOeZO(8FKe1msFLFl~_F76cU!DG$1MSo`a2K<zE$5Nwc`y|0U!5zQ+xP6rk|my z=F4HqYT|%Xe9Oeaz(a~r3ieV2niE{03yi6}8%r(Y;ZvF~a>%Q-X27rIR3m+`ipgp) zq}!J67<0y{-i@E7Mihm0lZdeg(GfRE4=3E_$M{}iO;kO>$P#iTt(GKQSWf%1;#QaX zg4*vx>!$wTwj6T2XP9|X!6_`U|4^p`DKy-Y-VV*gA7vLf)G)zdw}}PdiU6c&uh~Zshz$Wbw|rJwZdx38hyX`GxWB0P z9H%zEf(X-4hMqW1U*?x;>QZ;nBB{5(s~~*l6c-5T?AVrW64tKX>!SbyLJ!R>MBsOy z;OL>9m!s`7jy&6mPBe;{A{0(Of1l|S>>e2PjRUvjcFAp_$|!O4up>;2 zfw8hqyju0tmp$M0GuU!r-c+2=mqW?r8q4Me?5-vVZI`OSC0v&{^+jLMboAz0UT`A1 zUi8=Qm^sef=0>#KE_7gW7*1LHH`E$=anqN(L^MQAS@|r~0)E|X*Rh}WIchF^7MC0k z1Sq!gMsD6o5ja(HG7;YCv2#^-YIL<&L?;NAM$2P-s+X<@IsM%t^D_~jOeFiMGyTl_ z&h_-iu8ey8UP&FXL3LHAkG%Y@SCKF|MR4*a;Yd@O9>SbwY^VuYy^HdC%Ui}U`T|23 z!Jqt9a=ALjWxhBe+QscC?n=xyk_E#!UQC?&a1r{T;uNC1J-WN^V|YEO$2k$H!^0Xt1j#T;Wi7r|1ZTZ8*kBaWSL1Fq z2@mihI1;avX0v=Excyp~(C2Bbf{(TQ^`TAj=8I6~io@coNk`fvfw5!DidMFOONg;6 z2*Uj5?G!p?PQKIhI*7A>5l`CDRCpdfL~uuaBm|%>aY#&JXZ>jU&2gyF``lu_o|hFf zIJ!&ntv3x^iaG*}|>FkvZtI2*J5ubyjx_K6~EpO-}hB`3KLpZHQsG<69XZ`y@M zd~0nwN5}Q0hQTZWzTfP_gSoy}0dR7b@5VVS!bXGt``!DdGl+;3R6Fnb8D#QXUiQ1Z zRxym?qakpWlXHJ7Et9))R(W_C<8wre%%VFjYA<`Bb&lB*$B}K`c|wp zs35(|QJ5rwKb_+DD_ak5pM=#omTT5;N`JP9oR%+9R=XDWW;9Fp{2~*Y17r1ck4FC zpF}s7>J6CzNNc`_OU+R6E!4J}@w=Mz(X#Qk?K-M1slDpfc;(n1-o|#xD|AXT$FD_Q zn3&zyqa9&Rntc~yceYrlOQ+P*po|Zy^{;KBnB}kb$X|A8NsHWjG#r#6z8X@^aRYl)iAPxwMjSlupZqPA#0T$x|x>F+z7PRsUnM` z$K>ng#sY6qIfLQatftr@Q&fwiqMXq2*(%z-*9ov#K+Kf(@^)zBtCcx_T3(eBN1Kz=e!BRhVN-vs_{Qu8`0gG zG*fYfIUEg}C#$)eBo~Gol8MvRydCO!y*}V^NSH-rYNNR*E>FDn`U>hkGcz>`fQNjT zCUH#Dn}G*ov3M=Isf{o~4}?bXDdV)}Fa!c!drK03{_v?jUkDt>bi@a|sE$~_wAXl( zcK>A$a^LmI{x>`%wHMpgc9SJ|uj+5m`J2IN!USJ9c+3vr-n<>OG)f!+%_0FpqYfD7 zsassMNprb633giML%Ez9i_gg}M>V*-+zr(c>`^W6*2F&7n%nIm8pd03bwiJmN#p3Tw7(#$EzTjaa}rna*;|k4Ai>8{dpOIW zWe&NCIz)4zO7!KnckS;d*m=~2V0i{`>MSEcc-`~wJh&?U1pDcn&Oz|`a&8Yt_$&np zOr#+S$U7xpIX9%YT5KRXVe?lf-Bf-f&lTnRyC!XMNVuQoqpZ7x*o7eYsdENWM_0hqiSkY)^ z)oEg`V5`+}v%d0X;TqUtis$r|W}abExjT*w(%(5e^dol17sT~n;x*)vI5JvsUmY(< zLa=ePy}&5={Yq*$2!uS}?RN~GrTr2y@cOQAD)7>ZYHqP?(qIsK4)H2BpBx4*EbZ!3 zNl%|WFeZK4LpZi5LuwBvRU59>mq|SEu02~$grt^@-}6S=4-{=7+4HWi;>zUA?M^3Z zMy}&9f)#LQ%e$(>RGl9j$2|;MOb?5a@a2dPC z`M5~{<+C=G5=K0TRB{e;jVZO2#AoQrNtG?qP)OL(4x%1_xrc6W&QRmtnb=!8|<*th9B~Bl& z?x|jx5-*(k6~95U5J$F;OvmPSM6SQTq(kzWK_M8G_>OW@HJ!SN0lN(P?=YJyOQK zA0FlG>_lH*Z;q+HJjXj-x6`eF#uA5uii(~Ap+JY~1Ez#(tPU;u62*Wc@O|>UB2fSX zU#yVF?jcuAYEN>&ueZ2z8sIW&F>PPkV&oOZ@n?0vUbA!S>ZTSn6^1Q)EI4rY-Xb5c zsoif0$7)gEjPfSNRje5~ox41ouxt`JqInwvR^%aT!XwBx_?Y+HULZr7eW{S$$VMkV zw>;e;Le&+)+7@zMN*PHV){Pb_vy0v!LWeNe<@I;hRqy!--j?w_yh*K1RQla4H3T8= z+BIw09X`B85;+i6g}KDi^$|~%P}rmtbggW_(Dgx4t~_GTylS}R`+W#DNmGE zNA)-zY12BhO)?%MU6$I@wjHXE^1hB1$jWgV9Ha3WQr9%{cd@m4xV7J%l9rF##F-v$ zYW>Xu8EC?wqIB%-y~Vp?3$;Fo2T_KU!`Gryt-YBVED&tcL4*^|EaX zJNnuro~q(e$-k^z_-dV~+ed$g6DP0lRZ(Jc*4N$ksV63;NIZn7T)4qaAz-m=LI2aM z*A)4SDza3>Kzg;HF?k^}`!;&ls3nJ4^p7~c0smLtKH|nb92d$Vy!T?XH3bI}Y+CfBjF1s+@o=hCkEFpP3Rc~Cs2+;0rZU90#&pvPIHeBJ0C@lAQd9Nc zRNaf>D_{CtC?i}8qD4_i&5~7c>e}L1TC|Pl+|=uEcdvw=ROI3Z7+FK|eNM^?j#^FO zyPcd$Xk>zDyY=UGN)dMV;B>}NE%~&SX3YqreeF3pWDE3Z%YmU{HJ*y>SO|Avpo}j~ zXK7=KAzOwEs#A$C6H)T?BGHvl7CBCW}q?e2f zGuu$aPqNYPoUipfTgm@gE zEhCpWBu!s5<5G4xT^Jzd)T+uBRTS`f8&4HV2#oLe-t+0bfQ~nI7}}HbKJSt(8KqwH z{cOFv!3yUYsT4p7oK8rIdal{!{%&yCOnp*H&&PNn3_t!tZKb3yMMym4 zf|O8bmJk46l2wpC<}S|NH}z#m|3h^`-Q>-UC3zR~`ipw7l3!?nwN3@nOXY?2;gmr3 z=r@n@Q^O;g2753qMHCzy_VXYR{s+URG%$Ma-jqL zzK3sV9jKSHS(pNRkLvccJ2~Ua>4%ZO29FTzVDEW3;FldFBq#DdI}S{X>#2oEct{pe zDcdt$DB|WYPya?(C$ERN=fuamiBja_s`9lfFm=u8T!kWtQtJe2ue5#Ts;Z&!srp4U zZF2lVBx8rG4X^4G4jyL|2o@Gq_z5Z(tZ!KrP zeAc)UwcNG?2KB>u@DQ=M8#q8wCaqSfZ# z#hw)f;;ZC11CHk}Hu6?&EQ{S|Ns(NoudXEmrhhF+4@M>};1=lm%rU6c4rZ8=l^WkC zS>-t%UP^a5yEG^3z;|pTgeV8u*~CX3&Xc02F!FBL7KV%7`e*tdcpqn_kUcv8t0h3C zniDujakOq2Z}W3#6guk&HHpqPl$^U5jBN;2aYrrJLXg=mc|DvYW>SMtIlfQu>-#v1 zd@uQGj&rcOV;k4&%yG8p?W17w?gU{d3NPYf9nvr~aUq-_TY~0Mc5C6Ts?5cwuX7WB z%$r$gqb!2Yl6NTv2zDi)Fwm%!)H{_s_l zPJMXq{^GDs-b=hYt^&}Mm|cUeE1Crq-X8}H7@fG-#} zV=Y`0=gfyw{%Ie2TgpSkfl=MBy6e5)<6d7v%`Rf?+x>SvbiHv#z{~sApri$2131HA!H>B4(R#mY{|A>6d$n5O*Uq24 z?w(3cx@sFOkSJXAIVu~zvpnDRCs_Wd;3<2*+g#8DJF48<$)6<&x8mjQlZ1X%nUc>9 zBP#NJI0tBC^EN@>{Mk8c1~v#~kA(Xt!muVCMC*Ek!x!d&$4a%GD*7l{>FV&D=7a%% zMS7HK_}$XyA-QDT{rxCc4o?7U#6gKDP0gpJJ$1%Y)q6bmd@3q_r_%`Zq~+}p1*qYG z^~f_Cr}aN7ISH(LzXRW@+JX~=kYxVub-#wKWwIA5aol|zMHT}>g85v{RAMX!)M|44 zWHF**Wn1AD_HMW|oE@3s_{htPh8GXiI$mpwyA7x&s^!Gqo4T@IH`ye^{F;aZCF_b54_hRkM_A1JEtj3`lr zS+U#$3qDY5`itWD)!sN1Jk6{wJC@4>Z$0AWge8i5(IKg(J}8Ry&b8!bPTM`B`)sam zLAf;X8q$f9DalA(m2ihhkU4dEE#Jd;8N=0B)!H#|W`Av3*6%=TlH(VYDQpFF7u$#w zeybk~7kJ)R5pPAQAC)Lcd0qM}d42DWhLCpiZA!P}*a;wU8*vQC=;^bJ)j$v?f^1Tz z4gqDAFMihlkiJBft~%{(cWrt#%W+hd&w|qRjPY=2Tq6QO2jiFH)AGBzbD_;mCE#c1 zV4UK(v9Bn+shJ)pkD`TYoE}$i@aw(BDR;iPi?U6#+=AcVbs0I_WGx?y9VEVKXt-D2 zeUE1C$Vz5YXH_z%$EUUMJ@cj9eWb)vqnl{vJzh_!jwlCgrCC*7T1IkPR6UKSox@z) z_P8|QK9o7dg!eCbwovHFy9^Bs?fd83Z+I$!EyJ~|s+f#lLuiD5imTo8p{PfYA5E26 zceO48cCb~%E5G}ig{i=?=6hsS#{DW=;!T`kEQL)4<1l^@v0OgXm#F~2LtjSc%1qiX zNiltn4-z*VIn4bisZk5|*6FlFmBO6*Cpa$KmoJ59AEMn=PAkbxkwlv!HCIVuHqHWb z%b!h>Qs2`~X!3W&x~HSRy4)5Ct*WQJhoXbkX*wurOWq|EA2q%=m{UjoEE)0|md!jA zcR!qnOav1s$UDZz2~I(k7FLI-z{}RYz^t|JyxT{awS@c^T309Ulg2F$^(DW^^|4hs zq~f4_xr=Az?;?X&SK{A#a1+xdG5k`Ux&lYIZ^bS?9$KSW5Ch{_Qc_y7RSjG!DeWWg zu*9NQONu$ZD}kq@`Y`IeBVqNt{h9IC zIU?apU-(j4+_ndbZ{PIt)b}^jZC6Llai!-X$euqdmVT?Fe->R5tlF6kwMMqYRB3Ev zyTc(TlA}<&y2IcY_cm>3QmrXk+vu!l^WA;hOC(wgTcw(30lX?a6DR5_=Z8xsCb||7 z05@KPT^*K#{h2YOM#i{?agGO+bA!-G+8et%7F^YCs=_~+jVXHz4)uJjvo`B~lS50F z`A)BOX#KDnTi6V{Eo;=h7?aT z&09*{M*q$D{qBlF0_DDs+g1d}ZVanPS*BF2()|$WJ@oz8I6rwk>?H02pzM9-bWZrv z;!FHScZU)9eZM1C1Ki#@{GfKkRetx6KU^FZachXr{(SjNP!jq?I<$S}+}s^U8i!Ix z${?IFS)zhsNg-pC_tLDtH`L>5);I8b8v8)Ko=AODEF&Oh65*B{{%)IROb7FpIcUH~ z#KUL|9?QH#;IRES>tLP-t8(d!1@ei9$vC?Av3Fqw*%GTNw6!KU+ny((;{T}EOcvnD zuw51V(&sl-K5LV3{rV)yqvq$?ya!4ZT;Z^(mc?Bj&f)40C4ZK%1P9?R;yZdjdrgLuGF#|JuXlYvZotCq%VAJ`*-_yFOKhZw zF5a#SX0b%-INwVoquXLK?_S!zd@RPS5puW>3i^C&T^ByNUC^2QHCo=~4 z5HVyNdo@FF(O%k{yT`t?)+O&z%vdF=h#Y4i@a;Z73e)l?hiv+oV@&a!n`6PPDB0tfQPTTR$=^@6%2EHp*8D`4j`Vxi3BKer-y%rc6T;N|3QPp&oPc(uh zHsA3j&0NQqRj%V*PCt*S8=iW*a8a`m6hUir zJUCj!)&5Ow&BMc&LI1}DcZCT*k%rf9<%*TUi&M-P^2ckopL|qUwN{)PUoW0YaM*Ps z+e2l_N_<{FsMxfikh3MeRWKVgEzR9*C9*>`Vh5ymM&8b~=AyAoZb5s$JE+l*x@8J` zT8;xx`3ip*l7*dfc^_u4=r4hu_5Cij2%JE7DZq%?a(a+ftzmj0PF`}75p?Y?;rL43 z`CRZO_#Ccx&AoBph~?c*@#_Dshf^e6v5MWBw^<#Yq~Vg#X2NJyM12^PBJb7K6^-vv zc=NQS-8dXgC-J_;rcP4*T43Yh zEs6^l#!a&}N0DN%*b5g*tmgYEK|$c)?KSIM&kPRzYn)3vY^TKAG{F;#W#{dSJL!ve zINZiml&A}j0}r&h+MCPo=WOEMyTv+IEnK7nFoE5b`G%3WPo(&fXC6PCPe|7j^LxWA z@*ho~n_hA=eocikj=l12abIxKtMS=V2l6JF^yi4_2% ztykO*4$1D0b8qItq>MiFN=0Y!Zk}f683x&!4x0l*DivSPwQSFOgXAwbuZBoR>i*$_ zlz|F=5t{GD@5SQT;7l#e3xq*C44)CMRPX9^@f0-&c2Q2(mH0jPRVy)+ zDzUc&PE2UTmPrKfOMHIab4<7E&fldTVMYh0TJT5W+(Y2n>T;aB78QkITd%I2119EkzX!Krk-EF)+Pj_m zeSD6wlh~a3v+#qgC^$MZX}b#r@KIbLPiH%bT-0F{$yI#V=>`IDYEGlXoT*#%&|h&4jOXlIM~EH*xiKFaML4I*ae zU0wV}V0aJ18F+m!OVvJSi;9TK))$%2PwMaiA683`?X|rHrHV=y$al(1@)i-LZV@no zYTfrp)aUL{VJVQSANi}BLa1oXge3YTz7%fK^(eQ_9DhNiV9HC>gYtU5sxKstC@6_& zqVS?rAcr17h@1tYmEF0wk|ns{N~VSmd9w~+p?7Ep-zXjc!SKZIhw9)S`bhI#Phq=< zrxH4+0T#g#pCOFM-bK)0SH-4il4!flaZrQ(BIr4gE6?AhGMvM6%a?2=-wHfN_}|9hO1a2U2yPw=ROY06mJbUBHvBIb1ZPAifZE5vYla&!B%?` zCWaN8>ByYC;34vMT+cg~>y1((t}o@6<}$#mPUiS!@^%K8HoX>kd3H4@9Dks_R+y>!45;od&~QQrMtu=Q_s`#{%Ni25rqr(@3G?rSf|%$(+;Ume z;T6!rN(8I#ns~#*WHKUQNe_`NiGjg- z{I=*($je!IBX-DAlIH_ll`!#5TvNB^Fcb-9v1fh07h)~Jy^ysmo8fGhn^76AT>Td7snLn>fB-m%l+NUb7s(|{o+`q1|}yML4X=Y zFI6w=;o-gQCKlE=`dyVPD0OK!C^`7u1DBZudh3o;gTv1eCM-I*Uf$@hSA|j7MG(fx z;qP`HRT~O6eeeC<52-}ZQfw&aT^??^NL5zu7MSBlJ}+Siir4aI34Lx?wzuu7jY2MH z`eV2|NPf&{L+gvt@I8wdN|%;(n01u-+g^e|uzaqOAmM#-m_w@F70yK_Qs5hE&1fXM zuQm4sjIA%|FV&BqCIt9ad~8b>z;#R|Sjd(|Z|Jbk`?=q5Z^?ox=?mjq5tyi5*)B=| zFA*z+wE~T#d|dP+#`J0(E+Z>y2ue}Tj$B*bKdA||)Ua*z?@e1rd@)R>K|kWVe$L}a z1fhYJ@Mz1<zBe{5%#k+X13NU@e}amJ^Q*+beSoJK0mXU-;sK+dL-b$@S> z4}QgtU+7(r>#_c3sGmrp!9+RW{Y#1m zOiERxgRXj-$`^);9!_}QHWA;KeXqYfP_0u}NwiZRN>|Dlvt zxVseQH5>kF`|3Vq2+*wjQMv*(Iy5g|e>ZuJ7&X%^5p9o?;~>E_V)Jg-3iBIhRm3`z z3YE(nfv-8!V=B+@&9VjSs6xOMo|OLJuH?@Yw~P63i&}w(Qv`5pwY-~NOX*poQ(e(k zh}@Zd6+P3MbHl+bTDT(SuAGAV393JsMqpA~`AFAI{Cb!(RDOOB#>xzMr))!!2#16f zM1tn3gVLn&;c!mh86TwGXO$64o_yDr@RXE-s%266KE`Q8o+g!`3T{5U#c4;}eYk_P za2}vv9Q)9gi)b7UT&Hq(67uQ#y-E<%;+}aK;Dqk&dGF~(N+PA0U!X%-oueZk+rw;z zfAl>SeADKPX19q#Kk&PA`l&jbSvNkU@flH`CKivt?}oIzPoR^P!}N@#5#e3yU4H-R zbgJdrcIoGl?yc2MJX}vL$APG`MJBf>-IF*UQY7_jb>BfD(9~3NBtE(6Hbd|!2Cxtd zt8PjHzlOnbjR7hK`K~DVs*yLq@_N^o5n>MXT0bTZ;Y00^G?0(fW&&?rLfo?3MzOtE zB5sJT-}LR)^j0a>UVJuj7Y%SHz^XDsIdg)!{_+)K$c+q zKReq#z`GdOb^Gj`52u14;+Tl(z3Ue`Np`bqGDH^`(ytki&C0_y65!al?i!LBs_}7m zv>tB!UFyYN3k_eN1ZqWsm-U5(T#eG}%Gr+6@@MJruVLslG8f(Wbud1!+53WO$?K`0 zRP*YQa9djs&w$HE&27%60@JaJFir2RkN~kux5zWqhXw3y2o?dn!tPwq3*fNy^t~-zQSg5+Y1&W%4P& zsrCMxoF(8k5?@<2u8Xka`ZSxuO9V=z9b0Pz80q*L$yORCbovMw{LEZo;o~ z?L@<*B4EDjTNGK5*Z<1Q+h041*@^$%iG6Sp#ZAPEg0TUZgGkW{*rH7TD7;7jmkPz| zc6q`5+s>nl3n53BaNOsEW5sb5cu9Ybmg<%dH4to%xa}(CH$Ge0j%*Q8ULBsgzE&mV z6mqTeO=j<^4UcUT`AXyH89OLPeC|yq9Hr90!-VkC3B0IAe=2nuXFqt29{=$3%6^lN zFJ2=GPJw7ooWSOc82k0f>dgD3t=0v%(B7_`{)+n3@;tZoUd!F;M+*n#P=KHJQ;JU^ z^?^nmVc=Z?UTi!Fg2XtQlxk*~`d*7#b|k(_$ZG`0gJ2pLlc?uK_aiX9*d2l^n_;^7^}E<)_B>8;O14u7(;4_C>u+;8o1n zTM_A~HV2>75jzwMdrRK`nDuk<7d7rB$7cZy`_rZ84xp?BwBkH3T&Zt12h~J&509w^ zbp3T9Mi9vo>0gH1v?;;jUqN@P%PZ0N=)j-|CWnC+HUh)Ft^S^>j_#5$WLxLXtFO1` z;>fBRn7q7I9o=1_?0)iYq)WvXzRr9zL&|B#Oj2s?y-telIWx12?R89Ws&5lsQqJPN zZi^yz#x}CovXGCtqI7WOpob0#1Ien<{!pH^6vP4p#ZZJs&)es2oG+ ztn{6~N{n#DZc+Bi?*VGpb-rXnZ+$&{sCPiS=G|P%PP`urPQofRbJAc0=fHy1gRJoz z23aq^tgRj-Ur&FGv#lc{F#)&cYS_~(!z3J*(NI;Z!JZ%JR`yY?1uIM-aC#Fz)56xd zzkE|LmStz{^#k5GkjXnkT?ueMe1%%(P?_EA^WovxhK@}C;j^m(niI&JX~1PZ7qHKW z?F;VOmWa1r1Fn00z$S0TEn;(LcpYE-nx8hS_v#^$0Zt6%3-kG&(#H#jzLyiGPF2mK zKh710yz9G4+1{tYW9r4l8N^_~>zmRrqmYp7P|eH9(?+#-ZPAYymzOkj=qq^e34Sh- zyRNO+^CEr6+({s0+Vj`~5#|qQuNSIz6SMySd^DZx#6sWvj)4@wy z84?lvEh*PVxd8Yfyl*qO^}X_XWk}L3ug5n|hNMidKEfEbU*T69T1`_AQQNy7vniNw zsLyD5mn)>+NH-($o4128?Sj(1)_%7+HK$=U!|$1}s4Zi9%ZbJ|;dfK|9uGnF=}4kQ zCpeZ2g+TA}5L)`e&d5iiJ*dPKTnpv1aXjf5-|jPlH(}){RJTQWL0>HoS;!!-Q5#$6 z^?*;wdx6*|Z0Tzlmz|@x`x%&r49T0Bms9Q2tJ_zpfJ^*-PZ_ki=F-l)C*$h4<~=fJ z&)ZSMVC z%S9mLo`+>6PM*wO)!p-tcMp;v>dO#C@|?jdCcK5XH5Kx+r5A?a(Hbc)VvH zJMntLt3suzB&q;T$W!gF*M|mm0F3WzoF9IzFNc~dv8bF%NsV>e8LRcY7lcIQHGGmU zTkYXu0OZ@m{q?8ZRkBqhE=yUvcU;L5%oV+;gdf`vAIGi08+wdx{2pXqlHKmMe>fsA zrs}<4^T~1U`y3W8{Af^Gc|BDs5ms(w9}}k)-!!kZ33`EJ_#T=2%nu>sZG5%pvBlT@ zzOf$uwem<2ORqT&=Sy=fIT@6e_zB@HX>EOH<-FYuF1i(=dN_G3!*^e!U;q}>9+6Dp z^i0Omgid00wIg_*_P?VYKG~!5!fC1yB%BF#A{phUB<_k90XL0J#=@=gAo&& z`Lx&1{LI_}FQ|7HvNc-_WopD;QEUQEg|BPj=TKLSukU4=nG-en93EM|6}49r`ht8| z2pCODRliZ*E5=tFEr-8O?3{6OP|fG4B%Lr3t(?*oPrH*yt?k!OoFZSsGdq|`T-XRCZgHaM zh#=5cOJ07gK@nnB={nFozoi&J9mOoA}3^!u7?WBnd3f}H~cCR-!DS5Qnl<4?_uePX0Psthn}7I?krRt za8>?%N$0J8Iee#v#d$HvqajgxN9o{WU$Xv$f42O5m%Ow`9KygD;Cx4VVUgiOz ztvrXPM1Q)2r7Bu#Tme-ai#7Mj(Pc|Xc4Ined3w%WsM$@@8Gc>?c{I4>RXh$N1D zRh{NeH;l~}AT8`<@}w;Iz~NzmdL!?5Y$D#au)8c z9tNd)2kU#aB3Ma7aP^hL!-lrqt4jlN&RSVPoPeQr%#JO5sySR93JN{?-Sa89KH_OR z++{Oyy6nP{BDNX6>iJYQJmNdQheb4K3qM=rq~aK;(O@PV)~0A%P|5a492WElPv27^ z=sm$H>}+A+LL+!`e6d-()pK?GpNEc}a$HYA`@?>CBbKFU#=gnn*Rh~LXg4N2VI68p z0&Kb;_QO|obm^WOp$99R2Fa*DB|6-5c2Fo$o}L2rI^JEP+_+<#+7xrK%y8yExHTVs#5WsCq$hYbg%@!+DZWI_VLsRW z&`NsMpEFBG^tAJR${%S3l7>9(%|TI0HJ*tydb|_*aw2x4Qs?8C&cTq`WxfWp z9$WHJV~)N=-qrK{4~d^B--J-bw9|r-yp6s3nx)@^rNkHx+1;B@;%LbzvPXSqi;CvJ zn~IK^f zd_6tO@lw#oeZveZJyMP|eZC!Km0G-6f-XBR?_!%b3C#!=d|iGwBd^Pk9?cvEzVaI1 zPb;;y#1V@xQC8p4`dJT;rK2QTsqc1LHV>-$c)zEr1gRssHLm0LUSciB)rI${=-zaW znrvr8u@(d@dHa+bCMsc*{O9Y?IONxfOuu{P3*7bKaPj0fD0P4mV z;!E2zU`uVPg^*47LSiEeWq#6}{Q&`0V*e zluA1`dHo&d`M4Zvhp5r{Mi6EI6IE&sJ*mku@oPIRv!=9vW(NHMm$6aK8@Y<36m4Io zNZh8b*Y)@2NA%6Ka=f3BRr09^$A3o1z>h@XWNfno=j}B5UL6j+&s6ef`|cJ*ltq;f zOBcI26^I4olo54TCIoS!5khLhA+^bzL0T@to8&H+Sdw~A{7(GI!bPaH9!{FbZJwc} z35r3ug1uAGk(oFwow0-5PxE`fT3Dg+txuXeEJ=lttgiad$`M`?uSV~l-O zM<%ZY66W{2)Z^liZPB0|n+lwPb)R3OUCHYk|2Fn00=947h#%{&by}7Z1>Kq8afaEQj^rT>lhifY3cZ?dl+rVB zv08K?wnG+a$-QC{mctfjN-%!`?VP-nePU5n7dD2568ubMR^zUeB+}obRs}=zx}@7 zIJ2h;4OIZ|a*EGf>C{ft?159t%xj{1@?J9f!`pK6{)8qZ@rG>>!3k)Gdj4#q6*SD| zcGO5|yi85;v(FK!Lx7~W5e2L4yd^JRn2arAiZos1 z@I*@8RSmmc%iEmM6^2r8%k7?0{Mjr`g-nHyH~7`M=7u7l(WA8woLZOdcevJmaIqZ3 zr13U5Spy$6Gr#vdSa~xDYZa4L&CeNeaJK9WDVAbWZ%9AUR0}0HISKT9ZUgS3eKbr` zeq>;!D}F2Ps@j@EOlV#?$jhhY6gBZ zZ~PHL>$bwth5j?E^>lsoxh)YpeF>jZ&1+p!?*(|HSU;i$ahEdlZfJ%vv*P##6PlKH z3o}8X*}NMZyD#|tdHHV~oX&DZbge)nHa0o?_*_z@T@Z}56r zl-MmqVTa-SDTrfXM;lAYDd2Q>?cIPNEnf&*v2`9u0kj;x(^p}}+3@d;@1|}riPCgO zv%%{sng2iO>l4Dh?+ARTWxwW?L3qB(uWDJ6I`s8~_oIcL9M_nBv6W)fvF!#BFMgL7X(02F+&7=+ zPDKl=nV;jDzYZ%OS~#jb(aw^{VUFTE5#Gt5Dd>sN@pV-8`dzz67UM&3m{)H!Up$ZR zWCWhoUp;bRC7)=Ml%AfLa_l%UdqXV=OZ}%kf0at5&t&D_PE)k1VA3%bqWs=e$Zvho z&8)C`{c@an*W72$A|emf`1neyj1bp&Pc^cqn+Q_Nt67mP%!WJtX_?W7bVOCL$$HGz za}-ovoM&1%v-Mp+mE9(6Ur&A4(^`>Dfizg=)3y?;V~P6x%~^%pKC;pnC@bf!E1aEGNp^3_0 zEDSF@4&?z?(|I`LsWt`bLR%>DJ|mutots&;1N~cVw#OU4nzyrw&&7cx?`G%qtwu*C z1VG<;xT;BfY_>d)iVRNaZqVz|GS(@XX{DbhHRH4R)2F)C$8r@}Q%jt*#7kFGuaNk) zuQPH2iD*6+tU^63!Mn^Qr;=O;g7Mjd@kyo8*S zwnq95jGrmy5Zz{NA@nM|ibGfW1FboAw52GdlYnoXir-;;!?|hOaD}#7z!BI`jb90Y zdT{!Dmk$Vpb#s^{Vn*4`Ejy}!C%o8yk;oeEL)oO7K2=N(>DvT*sPG;!V%_EE?RS%E z+QWx@p%^Nk79k!l=4%s-`tWg95-+{D&xQj|b&QJGj`5y~FWup(dtiEv?@y2T#iX@s zlJ30z`fT03zHkSQyv>Rh#dd+)aDkifA##xg!9g_j0^cvuwG?;T4)Qa>eFtCPQs|<- z%dh{$zA3t~?(m85A_?N9M)NpS_YucWeh|Z2fWk?XM+z5XFg}zmA)sz?7MfXFUVoRP z9BDeg)^r`%h7_;HMj{FM`o@8oIFtwUx#jKbX--kf#zxRmfQ$Jls=_5)u^!%?o-fGG z<>=g*E2+9Q?SQEQ-BIF)g3x?8@)2=Hz|0ku9pEG>qS|PaGf z_S469kq`I^4qw8-D}8M6spfmDS=cbxM=^Ixw$$<-3PLqA?I8U2<*&m1u*|e`_k@}^ zPb}4~94Io*hhP7FX5OJpKP;6%WM$%{x!#c{87cBH-AW9@Q+wCLu4Xs&bGmJl3HrV) ztT>!i5;7tZ z3SMZU3NwB-R|;%WL?zm$DH^(8UjFPH5k%wWM;&?Z4TbT;DPXj@ zG@3Kp!l$+;ti5CIiF@9Lf?eDvM`9Fdfmb-v!&MJmlbmT zS`kVtpr zsZ`vM$n{7ShFyxX{LcAA^|VLn?A?PMngH*m_UfX}Qr|qISu}mb&k@u|!fWU)LugXk z8>T^w9i<3VSFC)jcIU_b;k+M*kLDG83Q^_U@n&z0_2R8I*n<@lAhsAw`eC?e%+ zFMQqA%`snSGYB8Oxkmd#A0V!uLGKs3AZQ19$0xOLLI{BBpyR@;4H>!GdsVV~EN7+b zQDu&b1?ncNR?PNW;=t+xwiEmVYKI;fA zXLrGoShN!~OMXRDsr?oe$DL`*+gVmmWi_-?{kll~gytCvb@UtN^>ag<5U%F74wCTe zCyz+PZ32wLI7M6Tup{&HuD?d13Q#ruGj|92V!mkm<`Iu8O*i58Dn&c8+1I-}Z~O}7 zsib|sXSLH;bQG6^)t;j|9}9U~i$&t|wH)T!_1YY;hj-@gxSq^WtTqzc53g=fJE{Yp z`4UO{eQ}pap|*T0Wf!GQCG%YKX6};JPAHUwZsPYyv}zzRaxXzqu{BFzAQ$5uLkzuA zid;j?E$!ii5voN=rJ|a6Q4qYT2GZ4ho6L`!F^CfRa6*TthAKRf7b`^wZ@401Q(yP0 z=3Q;}M`{X1;J!!>Eb)n?%YWt1x2mK>?J>8^4rWz;V_*VWd#H3gf z$#zZxLMqdYtHGWfI0A-TjYvK6Di3c*qACnNhoj(|+)q6t&O|Z+J8zzBL$LE(H2KuIPZu5St|C>uizcnY79kn% zv5Uo>XsEMA46)lT+BFG7cUO-H7j-=2lMn1U4mw*kCcj?$XXW)<9b73YRp0M!DIY`} z_2-gF!ADWbCN|FU?w|53>5k!1exv006Ltqzrmf6z2(Mv#-~se^n-dkcs^Jm2dzVA$ zQ_R-lWTO|!pr;~ixTJ^<4n2$+q-`36(vT<>YTj3m#A-VY^>eA3tK#JCD`uK zT|GHWMIJ4P*SgC5@^S)(OT$!ZrE-{iGsPLB4KdjphZqjCHprf)<3Wg^h6P5_);y}h z=ZTt3g5<5YTvej2X&MK6(3^NujZu7A2!?qlp{^*Jw1&tG5`@&(d_k`=dXxHE!(6Y( z{e0iUd$T6|HB-z%15Ta=ZXT+kApIAXVPoDbUjQ7>*05gFiQl=^)@@C5z)j5 zJS8mr`(zk^$26{X5lZCZaFw+drc|t`(8d8rt&`1>>q%$EZPGHK8X1WxoNxaF z7yoPtQJ};NmHis#8cngepmR^uY{f9!oSlIe>8S=DAG8GIhw8@ltHr!SfveFGe86I9 z9LWH@N=ZaW=OghUZJZd#Bp`uT-zIj_$Z@6xKqV>BO@oB=JEh$L*Xg{r;03i^{A^aI zfy0&idHDM79)TFX!=k8XaBT`NpPI3SPnS&!KPx9~d4&gDeD7EhdGGaFTP#2XC{p>d zg|fV8frOiKS@<>2hHoCyw};>5a`5{aJY{+hv}OsX zN`EF^gU>X?Ma+z!ErTKEcLVJ&>vvW<@|K5dDGT+bvghmqj(Q&FLmw>jWH z@j^q+{=Dm#Qq?iee%GTCvHiHAP98W7p2y=~i>8lx=eEIk|fSVj38&vL0fucrXhvy2|@dn+Q@irL)P2#XUa@amOMC+AoXU#h-l z{F31mP5?qB9tSR={_vq5*}&ZqEWE2MLeEtl3$7wL6eW!Ig&nMzO%m))%`;p-Re=#W zG5pW-HnUtp_*DN{%-i_p!$<5#pPYn}<1Z3BzJETO`EZ(!yc~}0AVkues`El?hTM1J zYxJC-YYRpcO4sWIi|ezQS7Ph^c$q+t;^hV&*-pLR*5@0i7F8iJ{u(}`rM4ah4C7!8 ztcSxS?R|5(nyJc?RLg)wZuW29(Ao0dbIlHivucoG`n}xat9f9u3rHw~J)8t##vI3#@@<>lvu7q#c> zdW-G~N2BZWA=jNBLBt$hl9>I4q}(u0_tN$_+1@TV*aAWV$PIDAr{rO@*uKyjY!V+| z;-M_s{al6#ekUz&AD)?aJ(6qRdn~_PLZ^G@S%3OE4=<4&<@#qe8kC-?dRJNS%UgbT2Q0TiIN~t2G3f`kw@=cvp@{t^bjL)jLVIBNB33-d7=P?1kT6_4;VTKHX zfMKMa4_BgDFKUM{is1XXd9$cwNAp+jo!gq4=yT=h*M8~#%Axv;q9*VjH1oQd?@c?E z&Lh5tYi^B_c*AS<@Ym&U>)~6Pt$~mCP{@sx;fKn|7y9MUz<(aUxc(g+9thu#xyXSD zYTG`VC7ZPZ&tLtL0#I<1r^(!W&DnOznvdLg#RRq!S6x*ogZGkrBQ?7H9S<(>2C@J%#ybW4Wi%GJv5wsk?^=UCIfFF zBWYY6)}Ed4b`TP$&pcNBMiwdIt|lQ3bB{)w%0xj&_r^}wMa$t)QSmWM>&wY$fQTlZ z3MQK}9$cq)mVqwF8>Wa!KZb`y%Xp(S(^f&xh?4M9y@L!wmhbw5gp9`z@k+t>TlULJ z4P#&&!R@Q@1@fKH3T9hjR9Er{mO!oE>@f)u661UH5zCcoIDZbbJ?`nv8+ECO1XaaA zYc90X+=wikpse5E$ju%+Sm8AOw`SsWrg?!=x;b+k%0rgn?MRAXDIUcX7xx!Qt6VOK zgdpcAJBQh5K6?1Op+*|FMi6`@zRb9Z$oNp*jmDw*C9g*_&u1i3p6_?BUn-_q8B8r5 zUx}4Zk8`aPGszKx=!%Ci%*+Nf!Sn26yqe%P@aC09$ze`DoCkhdCEM~YQC;`?rn~1o zRlD25_>8;29vENVp$i)F^72ZS&%fG^s}!n&+9&S@wW;;PX?2L<*))w8N@G6X=5nA3 zd@L1?ayfviY;>Wu{%!6xm@XmELPjqgR(#2N6)C^X#B)v8wk> z;)eUdwfien!g?APaqBdmjjY0ZnoIvPb!JJDq(BV4N}phi9pe5M8=hQF*2kFj$S9H^ z2ylFn?h)cWheVyNIw*rQNc{Wy!+WdIP>y!QCJpX)N zk=MLl`+44#3{TU;hcfw43U23np~!AkekXiA~%4<~C#V|)y6q@3B~hZpJZ#Ml3Q z*-tHF`jU^D*UaB7+_C*m+WFp6C@4WC{@Iroc=zY2M7!_dHLl58QF$Dac-}_N8q79d z;(g}=r|@$9!K*J8ZDewa@FnjY3c|!Rhw;NTJU*b7B;tbSNkgh+1{5OWcW3hHjJw+3 zZPgW<=|On;8Ufpy7X+G=(gA z|BAP-`%?CsWy<^P!@cL}x}4hhzF+*Mf0fA~n3EPwjmA{h<#Aykq`+QXY_*5mD(UZ95fpnV_} zAH{sQ@+1S_IXy)M>?Jn5BN|HM_r723gQ^II)x?Q$y8pUO{t6tj_RX;u&aCF7298r)3!WRw4|8r>sC5Ls#~Xb^4Pxb& zk|(Z+w{*4D9`XHtx3b`_-A8wKAu(vhTBFgvh{@H5>t-;EvN0El>D&Hg$#OjA- z{mJjFe#rK3i4Sok3MW!Ket11Oo6DT83fx4kDE%itI$OQ935)!mA*UO7n>J-RM`9P} zfSe)4!?%sfM)tGY`>+a`*EyWEq*N354wd)7gX^_QtGkzM597Hv2AzX7@oP@`X^T?4 z4deH8_vdrfy#&CQJhy0V;ypBxTClD=L-{liYxl(&R11|Vmu5g;YF!+`rYn0xrEZc_|T;QNHPQsHX7SRw{wWJgc()#l z@WX=E=_7KbhsUM8s;t}zL9y#8?Sg)YmgdZq7AbXs=Y}b~<>FT$0LO39u$ za`n;6sNU=)aTG+fQo9PjNA`0#24WSE203#$Qkm(Am#;s( z?fTZ9YoerYUZnUI7Xc?-qCdVvg;hgHDq!%btS-T|zwQ@7<9sQpq$GTbXNwEA)V7RI z2vyxr`y3q>9-=Yf6Yyoe1Wi-%w2@cxaI{6H5*-k_i$hiIrO2hlz{dXTCu&TqnDL$C zBYpD{Ry&#IH5Uo`<}-YJ%0SQFdu!gcPBrO>(2}1w`9S@(uDbZ+Xdz!G-)swxe!WZL zT?v<{@)AB~WGA6{zC+B2cXs#WneDIHbaE!YIo^V*;(zr*TkDMy)dtKWhBHaUH7=@2 z_m9<@{a>SDdTZUs3XR5#KhOPnc`y02nL24Vg z%V~v2uB1MQuY5TivI?4dhxBITF;}Btt#PB|X?h)KJ~SgpuX@;ahd2u?X`MBG~omGFHXT<9B6lsOV-<0Qm5Bs@Loy zo9V$@{LEUKnXoH7!oOAG!ubv<2gtdEN+oW>(q=EqE0fB1+Zrm@(#j_ea`z&C=kN>G zYTHDj&HLe{_+dq8KN7!Jr`?R#{f56-r_*@m&6ZG>>XBkb+CfB^5N#)J=HI=B+sJWJ zIJ7_G$5cwf>*+b0_X%>GgL^`xwv|~d`vOjKqsK4mw8Wdp-Hp2pRyYx0&%-@RbAAZo z%@{xBFDu8-?Z@5p&wL1iYjq&AAZd_zgPkCT*`SNf?$IU5$Ay6E;he*XTQ}Eu^+rN` z=gZ-vN}x-xZiB!7U$iSrBu(idsn+pV|W{T z`(p7>dh81Zj8jDiNaST4?}g%dEdJQJ0NVzGi7GG2^PTD9r;6idA&$IH{wgbWyLq+r z6R;H*VlWQ=3GXYHCemH~;jPT*UTVlW7Y6Gu9}1nVgs0N< zNi9b7v}N=A^(|iv2ELGy_zvAM;mQs$K0|jxI7}yrkK7h!nuAm=%Xvhoc= zJFN?-E-Ytd`+INue5Q=K=4*a`)E^=6&Sh4yl{|X%YR<#E*nP=C!yT7z9PdXC6S9x&)BaGezniTOV*H9W^+j&g^BvxoxyHlC&Ub!q=RV0`u3EU5t4Na_7X>Eg z+M}<{!Dr#YVU6YPd+W|a6Xsrayw#_?*7h-0#5|V1ny$+BIR2oukBK`^6}s#HiWL8X;~?KfSj% z3HP^3Y3{#R6Hd4U9W=_FrX$KKLl!Gp@%M=Pvin(UUg9u~+iPFOmrIB8_VMtVH+s_9 zeL72VMXq-G|BwncPUO!wj62)qy<66!@6hN6_V(~mY_fK^N%C>;s@CRSsm2)Jds__> zNROxV@xw97cH$N&7Ot|p_}#MJbi&)ZV*Gcf*(+aHUHf?ZZ3y4z^Iof?&2Xe%YwNt% zOL>6L?RIvCB9LNPs;Z~v0XEVcCm9*dJ5N{Ym+>m4u_|o}*TR&-HF4SqYTH#~f=joj ztWgj)6Gy~tc{DH&J-p}lPn~#uaP=5BrbxmEDjv@P`L5&P?eq8CLZ{LAz4>@e-8*RC z`Ku5bs03GmC9`N26kYoCCf;Up85MDxMWz$|@4RIRFSZa-O~{|UW`oX%Cbg3}auO!{ zf?vt_T=P~!(#1bo+j}UoW%_G9_G^8OQhT3&$to8g!QD=U&f)M%n1Gtc-dElUii)DV zEufdS{@~44Y#XKI)bQ$CbWeU>KI%2_rVkV(hI=lLyNjuAhWwFlnXBvK_Y*IXDM}K&e z`PpKkw1r>mfSRGOVrJn9XB+qIy)h2yke`K#;&(&y#ya;Bj0^0w-#jCkWBvGFHy$Mv0u zSFz!+IKTQPzkVSi%!z!WG#t3xYmZ&uY)iX8d@P^x*Tjy>*1)6pXdk`~;Y<1@s%8u_ z2yhB8m-Idx!CRsf+5Ud4?{{193Pk%UjmN4WYDC(=&s`z@6zlE9@AgP~vB#|8U0MlW zb9&|Nvj#PA;7tJlhSME@0*9Q$z6e}+E!*$z6d865=cEK)n;xs7Mix{=;0vM5_+7@e z_QPAcYGB{{9$qunM*qxkJ-W+fXv`@CaC*>ZXkFe?H_wfF; z^zu_oQcmK;iW0Xa68LZ8sU0+oBUMxY6hVLeO(fZojtUp%tG)Iz>*V8~A@&DcAw+QV zd*HnJg}|J%isgzot7rTBJvt^&=FRu|LG9$YpO7&NxTd*;y!#tvt!Rp9^dHrn`Bdfm zrp=0i7bS;7;=5;<;lKV1C0Tym)Zn~+nzYlwNjk5&y5Wr+@w;cu=5Ji_-OnCAiOhB5 z#L|!Z?<*2pjgQ2?oMggrTlwD&t^gHY1->a(@~pK}UiTPa`LbHXzynx5o}SVOj-VFNaaC5L3N+Amc#$e}jA zQ`*CaLe&l5gSDT)$DF>1TuXn<>}KGv^AaiMqz`=O=|)^9d$})Jwn8Hnyhm=2aP*6L zRZHqdK5H?%m8%uq=u=93>M+#Le!)=__?R`bT~@dW!LNCvl+*^tds#Jy*{~aC{O)nd zzwjDa6$~eC;6m?BxcI1rxjB1*omfJyxXMfmC47l&Or6*AQSFZ5;}y>Z-c^SS5R>{$xfi#}_nEfiDTdMf*`p%irBK2rWdB zd=iC;J`cRR7x}BgM|@455v%^L*ZuH8I5T?Zo}IrsB`~7AepnQ9@OTkF55BFj^JfPM zWmVl@ljYc?Tgu;)3sMY^t#sosl!>fpB1aJg?P^Z|!>_82FXx8brWrBjYoNFHvlZ>1 z6U~c>CDguARUaGgiqru$52~=}-7=AZx7ED1`q4qd~lJvn_&E~iFcPBvTl0yDu$A*DCF8GBwN!v z#l%{#ySkryA|_5?b+|OUeS2sBP)zNZ1Wv+|{Uhg5&73k^?kK!MyP>aeMLIs{f~#)2 zm-5*%K`j3JOin{)W_!)6Ob|71c|}mgU6f|%BbmDIMW+Bx+$9e6L;w|u0y8_gnoiR(Zj&Cvu$CQ&R zv)15!0zX>>(;7aq;MpE0s0di_OxDn(5Z=T*(xf@COTv(-c$+?`ML&F;;|2beuk;7c zxP3D@C2G)x_i!Q;1#0sR5_a+6tQxK5n-!^$JK1E#J#>h|J>cd8kMQ}CpqJK%vn>K& z$|q80nOVERIs97u>IYRvwx49fRrkM7Nqit$;r`2bGb2W(SWnOwJa~;f!O)xXDjxq) zJ0!+Bj@%lOhH5`0I_YlOp0B<5RH=u=-;~{BG=1?t_A>vJn)9%+vD{sD%$n`VD9sp& zi|vI|a2&K|J7X%~ReeVHb!9Kt5Y)Ap-0oGQ@(uic3Q>HuCh6a90kf9x^652N&&ff2ISj4!pd$Ejf6WpzGvj3%Q9uNQBAdv#t zu`;0?XUN7Ui2`0yDb=R-HHzMw6fMj8Ui+1mve(S|TK0dBE~RoZ9=6_^?T1T)=s%4g zNcLt{k9`@E1n=Mb_IEis2`G!6SjZihYIcrNy$f;fu3l`SQ7?F!Neywkf7v@872B!z zVfX7F$@^SWefKw-1~XNjZsv{&e26g^(!_nMq*`UxbvDG59w$xZy{@&Z6I)I0LL>;8+7+RNfK|Y8;YSlHBEY2 zpT~~MM0Rr*WoD0dHjyv!F45w46#2H_hvLGLruwxQijCt&T&8&ET9g5ghnGA!_c|+^ zLs2_|e)bwi%lD5aHALG`cM*TBzxFfy#6yy&GoNgB!L_KD*);IU47cpGm4uH&x_3UAfAiw*a_=##@lXko<~L3H6QlFGHr_!zk~ z5%!R-7uMkExCqn55yl_}0#<7nu$#M}Dvl;7Xg* zS-a&Z?;*H?#~OQSz1FDS#KwM&p7hR${#{xUvBmE9t3%#?pNAtYENUiqlBi77>9Zdy zB1=#&Udw&%eA;6Vg?w3nRcw;>$63x$GrQgjJ_|d!oqfviT3 z9gDHN*PV{5D)x6@rLS$^RZ#vT`P#Y@6g{ukJ)#vY-{1OPd&C|``S^M$A<8klFm{FNRiek4b3VZF#X+V!ECz*7v^Kg}T#x$Jq9`~MfA@4Av3QSF(SEV+jhfqLElezu?uHXPsn-pVQZDV?0> ziyG={&q0>gebU}rX8Yk%jEocVZpvZygHuJ2B)ej_0)iw5)KM7Hojg9+0g2p)TQ4^n*RS^#JjdSgK|G_XITYm#h)toV? zDSQMBSevtZlECs4Z_dROe*5qKWKr(O1wvKj2|)ziWOHUPj1W9I(&L&o@4?%N^~x~kc~e~QVR{|6He+Ww!Cva89dme+*(9g9?v+3E z-nYm%cgPZu9y=2)?=paYpcy8T^0IH**xAWx=11@8jy%cAj z+K>7r-P-XvaJI-6^Xx34?4jle@vhM0J0r*n)%=uM!o7qQ?wyfJ&bci{jGlb>Pr!@P z12r7X|Lg}7tlCs4Hg}Id;^pR6#uVN?oA}tMU@*Q`O;!6lvgYlJ!kE?^j=UT4IQg@y z?L1FvS>-jS0JG&q&puV*B!0`M3RTWA3}=nhB5?34P7pZKU$#{tvZ>iUNkb*K5ps_o z9wOP=80LJFNrH?8pSidveAn^G)2inYf0Pzm(^R-?<&FLx1=UHN_Z6?1!@091f&@g3 zh2l9wMdilq?P7cQvWtq^nZh z&LHs7(%d)@wB>lV$`XC$bR~-L2(PpJ=G{$8;$%o44IdJRkx#oMDv(#a;bV}%>lrg^ zLPvYuQ+^^5WQ?m*z8vO+Qz)axbL{MYpc`!}RcN*zzH0b`i8Zw}#uQfog9#m*g1lZn2|weBcezyykQ__YinEI>#p+gRb2ZK9l{2;K9hb z9HE%Nwu>o{XpclX$=*F{4%sMfsQ*H~zJ4R0spB<|%VI+@DQEs(glgtuToY*2hwtI4 z$*!Da<5Ca`-6+EEJNs#pPWE-b@0?-kg-0Z!-yLN4eAZe@hNZui>89XF7HrL>3YD_^ zLT-jD6}}PTi+61hX$+-vB{{F}d+l4vY7Hv(vpMqP&S2(#|0TXnM@U)Ya?a8ToheJE zjMbcMbn&wyHp zKKHm?Osv^?uKw_n{4rEE?0l}x)n{v*hw7Ka7vc*$+-MwvIY02CYY(LTbW$=nY|%a< z?k#RTTn3wH1bfMwWXEtX-i)BUUpWoK1`VzW)%qIm5O-~<0+IdR66csrmYp zp9x=G$^3M1{6@*AV(t{-+V99(;c*EEIIE-dpJiD6A0qy*JV~3wK-Xw#rNL z{|Sc=Yvf{%vi`tHnuv=VrgHu++^e4Dw%)!&``&%2pt#|^b(95WR7fKSJM(Q(MekzB zP7zy+F?YkOTrC7BYJKaT4!_W$h$BzV5?-MG_%W zaJ=n71AvI?%Kp*8l$av!?Ggn!!Xb6a!0!&)gJ=)`T2zGJEx_}SJ8LA1b6prMi9_Vs z)jy`jm*Zd3mr&H|-fPMauJL+_6;vmuT>QT1=3v?PWmXBeN|eM!K|WFb>exx80ja~x z!BYt>SyM;=cJWC`ptVVe1G!V+A6}&#eMi#>X>{YA6w~C^UCsaizo&J06yZ>PgCwtO zM+MJajd>o(R~vHmbiZ54VM0`Cla<8Dmi@2+yVmM1uQq;oep>5((Ie-Q1YnlPkjvaj zzcfb_yg@P_t8)K74u_2u9iI1yC`XF6#)iCgCT_D?OhKRNN_9PcEA_icPtd9R7i z3{{1su~}s+jbsL$pVxu{q@m(EM2I%CpL>B*?f0NdGzzjkjB8d*fT4Y7`wP#w8Bj3r z{qUiBd1x@_961~e6}cNfNgs~)v-dmyVn>29z&lcv_WFrw-l@w7j>ehG{i#)~*$BEBT%Sk396L_h8k1uh+DOa61Mf*PGf~NG=WphGcCYx_-*4KP~pZTLPkKbd} zWXr{wUDtYWFnf{e7({r17uy&t{hfi5s%jp`Z8(#^98Dn;G;-oN47^PdCap@l9wgd) zX|+-hN2yL&v+zK*#34m@N;*=X-T0xN#*E6{l%c{=A+Qu@tH+O};?EfzScDLJc26|V zdHhOX7>Q4Nq(o4idp@FeHdgC9&;4)zOq_M4s+aXrv*X4u62C*xLwpT z8s@i8J}l+x-d!3#)EsmFoY;8-U$SYJ7szVFL-LcwZ@-ccTSgKxXad?Zt` z&hNoxNU~OZcD24axF1bahCo8Q%E_Ol=2;$NQpHOKq=-P`w37@y_v(_vM;F4G++Q%>%%EjPkZk90U@z6@57*1`T<#AR`WZx8AG{bR;kJ~`HlUbkzEo~D zL|7Z*GaTuc0!Iya#U=5BsloU?$%=;~xt#o2__22k=Ni+tt-yo^K*C?p*<#CycBXZ-%Eix)(qgd#J_y5DpGX1@1zOlFe@egK~##Y!OrO{ zV~CoXmr_lVA{<@FV7MN5>+;=_>L8|4Rg=4lZ<85%Pv0GaxOX>TA`7z#~mx@HRhr0U#8CEZ6wLAc@zwa5pA?zldo@^$H7l&GuCxW^~>l z72XLGu|0Y%oCPa~gBCZ|+CbL$eY!{Xg+A#*YH&Z_4I4VQ)H}HY>U5dfMpqY4! z3{_P$jrM-`PQvg$dvKEEH1r*zi?Kv!U2{D5RBlmnbZ6T&w!kGc;z&0a8Suj)M3Fn| ze!C8%Y>8pS5ltNB*ggVplH7w&oj7XF8rRAeEmrP%d(xH>DHE6Z37SS zI6ki1r{|3b+Y$lUpnT~I;d=0OLc&m*5Y^T%`1GmEHRoC(`Mg-dB`mO(ityl*=ZgN3 zLVW#WT94TCV8`k0;c?%r7#qO`8gNm0Ji=#WK6ruXfjgVElG3;A=t#}+*bj0%cQjWtV7!`&q? z$3)^sGRJ=Sk*|w__q(;d{)ztUcd5m%@2#Vlp<@>sxxU{lK^=UBn|--F0diN3B-Wo z*)g@HqHc}@?5H&6tET_^=DeAR+H8$*Zcs27&Y!I+M2R*GKIGx)QT3KmHyKVFEv{zZ zotth1#6PD$ZF0MdNLQK7@8sfHp&B3d0j<3@$vf$~|JESoYxz`6&SEJDN-?yG>gR zeC-YC1`MdnyB&vWK9`fd;H@t?$DL})PfyDUvmU;8waGaldd%UFdbOkfEzKdrRqQlu zw09M?H_E$1o%n#3_HM&)S({$EBcz?(Gz@~zQt`XAoE&&FW~_WJ^((u-uL`|UMl++H zIPe06g$-Rwzw@1Na{4w=Skl;T}qc2Q(} zNO0U2Jn%A=7ul5BcxJX=UFNWUmn-j19Exri2A5!r1D?9#YxMBftsD+aoh61ptkVHJ zpjHne9C**ad|KJ#-W<1St%To&xlM7t*YLuh&|~R)8)6T$j{%&kS+JH+NBo9)@2fMY znC}uKLcM&PanXL{s+8oZk(2G5Yr>Z7;6pq4j)2rng z{f&ngY`6R2-^cwNVcS%Rst8I|8)vwq><1Ic!$0L9YMWa7&2p#f@(cHzE;13jbS=~Hj zEwt*JM3;8*}vPVVWJbAZctR$4MS3+tjR4H`I-<)3X|FBP^P5 z|CEA3coSaxTyVuM>rd-=52$QQ#vr@DVQ6@K?8 zxXn+9^NKf-5GkDg3BUGquE3}=0(U=UeZhI zzlzqv?e9~~AaH`w)lP|~LjDzt@ZNHrZwr3yLKfA;KWMoQ@XcMRM@bF(cHhH8+LQ4_ z-FV=4aY|%d3eaTwCVpo}^R}d1H1l_<*JSaJCWWy6JzNv;n5%H-7eBFlxg0 z3aWry4Nbd}y(rUoMbgPVT;J2qQdBv^TfDRET^wD=rJ|HO3-<$RC1)QsFS{%6$(P%& z;*7lpD>4;!@2$XRptL8>JLef~B@in5Fj+5UyqCoV&79)o2mFDHiPGVY&CWSSc952m ztM+T|0(%Xq7&U)C0r)S~-I1bmhy0p=M)d90iqRgqh9^Pk<%OGis?bkk-P`c8OmYvF(BDR9;1+~bWWt_Pu@o$Ujl@Iij1W2~W#*HW)R6yB&Au^tZ~$Lv_?o*8F{g;Xffy-G>Y6fJx4htf~)rEF22!2TI=M4HrsoJXiJK; zhB$|FEr7Wl1=ld?Zzo5Cd-B9+8iiKb9?>a0#S_ua-Cy_cH^^ASkoogYS|}3{OIZ8O z&HdDrrPoOID6X9WNAt%53W%I%dkF2CKYq9xAKsQ~PG`tK`+JigY?|*HHo2Mb{qkm5 z9Z>IhArR~9{@TzI_EoAV*^iBS4lz*n>>cIR7SUkJsK*bF`>HfpbH7AO@)Io;w}M(; z@1#Y^=dSY49l2JUI0Weu`c?SNOZH9`%NG>kAJT0(crvVO&{^D|(U=P)U;La4QWw zrxYM2VQz=$HZCOc`h6-bQ`Lc&EkW3ZMZ5A&pnH;3G*vFO#+Sc)jZt~q<|Kwv-^1Qb zvYxnl4Mms??<11ksnfW>r=s+6$2o8>DCvkVDg_S0C(?yRj;5?2rn?(`>a zGwah{eEdWdaXkDUeo_`> zvhO260b$E=Iwd#>;79$BVpT%nCA_ZqKM9nCt(8<~P^|#Wh zQeyS1r2oFr+)LlFJ%A_v+mQt^OE(E+e9k3hyti~Jq@4dEoveKCjXT?U zP>t5Q$4-DxJj${{ZYQ2&qKsWiJOlET;fo=73BMm+|2x}Z2QMjPDoJJ%I75yr@fxDZ z^#2``Uo1%-ZrACPdbzSac^xB?1@9WN<7_EEQ_15K$Jt#WiQh9)Txw_loUF>D{k?gr zG+6;zQ&kF=FpAy^I*|`Y0ciLG9pgP0dsGcJWUBJM{M~B>tm4{avKMpSi16t!fMq^8 z9>9w-E4k$?vM;`eZx#Md;teg-8NvDHqx(f+e|AF+)E9Brd)m)@+Ixm82tVb=Z{e?B zp%n6k$x%o0Xe@jKD0HfTM{2i2x^4}zIExOlREdY$Vbc$7f5-%yrc$w}oqoP9aH4ZZ-NQBz#_?xPcXZun6Rsl`(|s>~*+l3>>MG(AJc+|N z7d-FJ2)kZ8OFXd>Zkxf)KC+i1;e$-Ou)oei4XMt&lqJ=MTO<>00on zwD^s~+*BiIQb$s3fg|o_RU72?Uh^iV$cYNtc527MA4(c%l+j|Foy5_*iqVkN(h}x{ zMA+``u%`G}kiLeZEB;~eS0!FlbFBmvn9dU46nK1o+HIx-aP5c?K2yCr9@>=>$DuxY zYY!hos`9;y#B9Ib%MoGTBp%va;0}Ig#XDEO9>e-_1ub$u}hOHr{) zr?2ds`TL;C=Ihk)Rp(bNB@cUdCXDtb5_eMZA+o>mnv*1D#i_!iW^?qcqPmDR{NC%e zNQ#+@zdIo<+n4ZMFa>44u@`dq!&G625#U=e<$t}$y_)KMf3D&2tkvdGrll`&!D`MX zzQklp2QQ+0(w&b_J=;q*zG^)8FJCv9{B|edKk_057XVd2s=tk~@Ye0G2gmA)E8I~6 zQ{wl|GN%jrx($h!*FfSK*D;WSMkv{1T`N?soA3HuxP)S zq4(Kx5~x7=ESE5LIv!f^mIgH=;UmA47Kv*uKk0`Kk^gBbNz~1;b8p|#nk>+rQv+9y zH%G*lzU)UH8Vkcrs6-QA;g6hBza2ju-oWL%?{N*+q8xE5*bXH&n{vVk#@J*=z4_rI z#Ctj6;ciX5QJA}Z*BqvE1Lr7+6-x^7dxhK?o%040=9`{Kyq;2s`3=5)stS`~KU@t5 zeC>o?eV}yn)PPrwOa>z%w`^ZNg?CkL*X5-*PE0g7NA5aIZwh#=HW=^0v0nf8gAqq3 zyUS?lt*NTe*ghxg=Xy18s_G&O9~oT#E}>Hu^RX15yg7zX=mm+-8yUrH4zG5PrNd{p z6Tc_K$wb>y)7Y!5ZxzcoJOsr){)>x0EH+0np=RQ{RNs;&67|^)&M~|cBPhJ*e)zT6 z;?f4$@XT32B(ug_>3Hs>Y%C<+{jpI~=Tis^E0=pul4S7}s~UPHt2 zcW@YE!gl7pjr?6s%@#)utF9+bU~$CVm;{V3#{==(7xj7b%Zjoki%T{4SgXIIj2!RS z!WH&4g~n2`TkKxMjGe0vTq4JeI8c=@9b8#P%KPp5$lSb;$gOHP9_n*iE->UC&DV-z zGLnl^xZn?wG{KVHoFL%Vhj{Po5$avyR8<^E><)drpFN}rg|Fp%0(Fc0^kA%+M?%qF zB1L%_Ev&4&D}2B9cVqXtO@!!;^Pck44qWc&5028Q3=_uMWy&WS*6T6=Nn2+l`xlsK|Jnk#;R*nn$gwJU!7KTY2Kw(sm z8x{%dVFOK0aZ$!Z$yzm0Dmb)=VKepSat1Z8rT9_`Vaqg5UY>QZHd<<5;z4X8;l1kA zbKrWE!wLljbgMZUB1fh9zIPn50{_I}8tQn*cQx=5L2|{cimNLoX~T-8^2u; zTjZKeqRk~H+mp+>hN)>r2ryS1+kK`&PP0yNol?^pmPs2Z^F(v*4P9Bbg;b9n7PXq2 zu@us^%pz0s5KK|)@7GBSF?gJC_G=R89xH0MVRYMOF`NVAEqFqpp=#BONqCvYk;;Cs z&LP2fC52fuIWB`urbsTxrvrY@U4x=%{0Gx{n8LzKsHuyX!}Sw^hnl(wp0?k(6d#IM z-3X~EkpLV{haOsm11-tpsT3Zv=D0yV-`<3`uSGv9jXB0)g7xp-W&4HaMz{3LsE#qrpE|0Bwh4O^Nr>1$9s9sN>)}*Y^5+Ii+HZe z{J|j=2mH0yP5B~;Lf!N@-KV_xpIhVToC%Y{6GMlZJtAA+WKSKxkZMKNXkVtE>CSxk zXu!F`#IKT#?HvJvhTfui#bcB|OX{~LvXbMoet7v}4v=Yk?RO(nGrGs#J&E6QXSyHa zdk-&X=elg&n!^*v#tz092_*H0bJ5Dj`L}=F+!;BsYEjgvckH`RGHth_UVq)mW zUr&SR!FX#cB+ZAibl+p)uJ$lzS?AZhPtO8Q>G!iFw0GlQ77c>$pwrRp+!<-c3v6N@ zJ_Kkv4Mov@Sw!16iarOzwi*_4Jpq- zco6Y3H>jtt zTqz7sH`f#jQ*w}7HG>aYHD}Jh3tV#EdaN|dg^!izjOee8pWrQ|c}p#lA;N{v_!kO` ziMJrg>mty3!`TRx#mbQa*nGIS8P$L3*5??~RFb1wIDF$jJopchaa&GMr_k&k{>!I) zE&iavDS?j1-Ng0k!&}HSb(Lw991l#uK0PLz#KZ5S?0BxdmI*At>({;X?;2^ZIUFkS z5>cuA@@K`s?^)g%h5#?SeeUKSW#flOE^Xku|L`f9>v-#?wk2%{e#qDWW=hKrC20la zG?h!uxfH@f@t}*HygztG?iM&<#vJ`M+T_gC8Y!nd{F*>E1n(Am-pji8fgpq@u9gLM zgBa-i@^|kx{uU3HV!w29LP~q>5pxP0mBl~pnuKA-Wen<}O7L$T{#~wcq51Ep{^E(vY zy(Mqb{nx`~<*9$f2XgeAAZ5%ARA)WmYl8daK&yM5*Sv>;sP3JHr1n9rs8>Fnr%EyW ziu(5=QdyVvf;%UH{z*0751-ZF134UD_D^w8kMD}>V|I^?dOS?n19SKjqC&qDQmMzo zcO0x;WQr}jzu#4C%9Mon?}r!bO?Ppuw461pn$K&2VD0?jvBFie=dhyi8naJ^-}qj8 z;&e)#a=fwkN6?bfCERe`#xn0W)3PTkG@G~P6DU-2$@@jf3+ zxw=PRY&)v_d`@39DHVRdTF{D)#egH`oQF%xBkYeu;N`E^!*BaC{J6N;UOyw^?<@u?1*>s51bosDiczyYxj#M= zkx`gGydGNsMB-OIm(m%df21wn^bG2KV%lH|t~pL5TiZ6?T|XK4^0zq1c%Bcp{zzoc zlx%;$^yAlcC)}jH!q@UgF-I}6_>iKw7)XlhKXcW>J-@ylukqe#&wGuHqC;<0LxNO+ zE8A!0^JXCbsVjl1d)b-kjgqA2X&dKSyx0#`R9KGveUP15@jvzAgyH!;nRJz-5 z!gYI*Ofgk?hq;3>`}u$=CrXD3Md8KH4&jRL(!K`=XyWyF($Js#Ui&);??~4&ahW7| zY&Y5hD3gD`+fUfO{4-VLp}FeC8|3ZIaYEpx^D%DvpZPaor$Tfq-fdsg92m4mLd&8@ zUs6e`{WH1m)xF2%8uqUK^jPoFZWotWy{2+c=>IO$mHnVeWplHS&ny+fm7Jmei(T7z ze(w-W<$u4o++p|*P6(K(>Uh4#?If=B#LWUP53)EQ1yg_X;1eD$zLfgC*}((9@>gB2 z2t3~_q)_vF@YpNyOrs7wjks%QI37Sw_$f+VlPJlZjh;9><{o8P@6A%}w}#__NLHIS$R1nYqn2YO?;_mKD-XwJMfo!F174dO#MMuW+hBmA(}Vh><=ey z9#6|R?mMFJ=3NsHia#JoB;ub(&ThC0}KcnOg)zOm&5VDPOfppcbw zapr~Zsx0xY8Wbfv;iWdwdoy(nI7De44L6hQ{jRiTQ7?$n&g;Hfsv7y8ZB6Piq~Fwj zWXvspmy2HYELREA1%B@)%^w8XS?{et__O^v-*ptBD)13W*|34)_Q|)>P$hT&rJLa! zTh2+4IoZwqB1Y2kQe2adTg78Va}ox=d@A@_Z3c0Ymifa~I!O29t*DBJ zGdjO^!1q>E35itoa_?llK0MMY!M|yp7kEnH#fX(A*3V;{soWmTe0MmQM~|H#*pOZd zf|rl6YQBD-t`uZK3J>SHnm@9!9ZzT-VBnwDP2kb<}DpESaV-4N|+**&@mBR;BHGmlpIoOac~ z+u8cV$I0P0r+Ee3SH7v~q* z%2j9jS!l=}TtYjE%8>3dX3`BflRpX%W96jZ zf&?{KS)&tpx>w?&qt*Eq@$@E zLZ7F6rw+BLeVuv#BuhKTiE8-{=55TbmgBsSD_&Llmnfg%r92S%lC?dNAo;f4m?v}uaP(@6Wjf-YQ7Wj9ZK(l`&%Og z$&Z!q&;dvI?LUI5>YkJqf6wsVTRfKp%Vn}v;a&M(!gEOhHv-@bOG zzfUpm$EBU5ylbWHhu7inliBvsPbOXvtj&xP1cAynGKn%5~S0n)#(mvs@t)vEMBdD}%Fq zqx*wWZ+m$2t{v~b#xxl?J+t=UVAvQWePRHfy%^6GtBj)T-=FlJB zMNVn_`?W7|_XJ<7=P03leZMQ&KjQ?AIK9Q{nQn&?w#(B%p*F8&tYgVtXa zR%sWBT;rJPxe-#7cx0m{vg0dL^^rp({d%$CRx%Ql0NEevj6+1 zGiU9dM*G)3%Ebf!R*qBLVAojJ1$Jk7 zW#Wl`F!EA8;q(Ux7u#eBjfehlg~QBcwOzOf6)TcOF>7dD+Fk{Zq|?CHdGJuBV0?#p zM2M(gj5|>DjWnec20qihqiL6;zb8tVx8Nr?7jUUq2#3Z#ml{kc)jVt0au_+BN)RKK zK84k9nD<2K^M{x9@L&k=(uwV*OIsYe0QFDBMd~Od_F2q4Bd~}-yyQQETICQCr zr-G^QP|DTxEboq@m|D{*VD;qkHkRHvZtMJBs$p>54t114i&QLgIB2C$;35(wBm>FY#+B zk60w@Wc`%z9{U&4h|`*D7l-V#1>M|&EGyfSNmJu-8SuzyL+5vP_uuT03B2Z-n!d`z zC3#2l1r60TG=49Odx56`KAZY*1Sn2UThCFFVe13;-l$v8QC4TQORNtz65~jIo_H%~ zSEmSr!wns4gc|#=K75355V(!0fZJPY>kI3GwBWT(F^J4$Sen30LM$oB&m)W_yobyK zCVBEd2ycD94>67cr1kDcEpe6!Q~Z~`AJQYU_mp!}^D1^q4AZr(H!DuZFJwuSF}NZS z(T}u9{9P@$?;d=bw`4e)e(+vz9ej>Af=?3vf)i_QyCGrC`+7bqYL(fXm1PHZyNlZ| z3cimSE+gGy%!&_wpLUri@3c2a(#gln=5}U+!;f2yXMj(5-B!cCo2><<5wX!#P2Jzm z+9@gEqgQX$C}->k7YSy{;nnP0?FwwK8KZ1p>Tz^vX{2?nZg>k1p5dpWMgo4FAKp){ z56OcEZpOzdz54l=$v++sWZ!8LbIU61S<)7X6y5%<$PCad7T`wB**)6njvtR=1rL_ z$z~Y8_~+L5B%2T4BHF`Cg-Od@YzHosP1_XKdy{(kM}w_p2jJ-mmbhjVS( z4+st~$I30;bp+toOh|gdli}GOD(60bC*1Sr;UU%%@b^%n%ZA@6E4xm9~83otRmeS00Kj0ebP(hmM43Cb}xO_g-lx_{oICMC>@;2=vp2IJ$iJ-rem8kDyTDikom0G$!PDjoqz=@~I+VS6DycMH(~paK zcYFO%I{bP385Zjz(Olm#Wm>V{Nq9@c@UHLjr#*C;f%h->56DWy&=m8Kh9t$k_?m|K zh?eDu!0(OI7TRc8cO1pQ+y0-C5#FvH_1GeUDC^{KFt=Q!2qnnOpT$8e6NggGRQVIG zauHG1tZ7d7uE@pkW_$Cprlzz>fH7 zv;EEsGVQ-#KW+O~)UQGC+TSTD<`<-#`~5CT1U9sLPd~fxy6rN$!)!ks$C+12rdt4q zdxGBY^765VKEbek2~*blQ4~@#`J;8G`%{S}3q6{baGSKvm|s6VRK%!bgPiBJFDf;reM9Lo zr{-Q$K7WU#=8X36+VWnzGEEBnp0^{aj@dX?&SgDL)TJ-;{#rTQ&N0cuKAYu2w5r7J?wiu z@mjw;&sCL@I7|knNrER~8HY^XxA>NNd%)#wb|1o<`LlR9{ZjDf^?X{@&qeo?J=W}= zC{l~v?%ebAOPmb28HIQhf1HPRMF7-)gWAjZV0URz;MGf-?8KaRl*-CGX&DIW)Cs_N zdPLctICmtE|9-5!K0Mu!Epx>>wKFGb!HH1M`g(!dIG1es-mAU8^L5WH{N%I{aeIfCw?~q!^DOR$yxyZ;tJCkB+J~Jml8Q5`&(VMJb(8@0T~D5|e6K=x zNpzj_I-e4<(yD;~I`Mm;c2)k8(Xm|bt@d@h89uDmaG?iF?BnpbH;a4lV-t!<~(fuA6>r+t~$B>~@YBWIOOE5pNh zOu){(efJ_LEihQ zS^c~Ge#@WK9hOz9g}02%z?D1_7g1bLF>wLd2@k2~MfX|P4lX4cZ>`NdQsCG2*b%{0 zlprU8EDrJPViAk2#rTlej{2XO_X>`1V;EO=ZyIlsi2>N|y!*)a9`_y{iaa)$2EXr3 z+b9y-h>ro9C~whioK77TfyBxv0LEd-RiaV}d!1_eYCbP{7k=Jrvzi{ZYa>&2 zCkHUqs5zbrr*ho(2%LX8o_mFraSJmS^%VKLC7As+oMCPY!KFXEl{cIcjNNfWn)DVT z3NaW!27n3cI}uzjJ&mG*zIft@zSlfyyLC5&*X2r?@1A`=Y9Vhy^->bo~(N-}#CHSmTY%AjV zne*XzK$~_EoGCSNGWB%8SJgV6?4OKq8U6SyUhl2AcecQ~>L0xM*bvu6z7JV(cHDgL ziXf6W2`VBzGLGY*Js7L>UQsQXraroOL02gE%;_p$;nyy9ju?LN7(GGpwtMIRlxxhK ze6M%-UFVOkGETx(`+8bL5WMwJGy}hhXM7 zLs=9wJK+`t*32;{reX3_T28`eItp-#C(L|2$I7wqu8P@srjcFWw_a_(0VkAHEjqFiQ~J}snWrzQBQ z5!A1WlEieXeLoqmz5m}IKBVeLa{`Pj;cK((I1OQG4NI`8#=3kViGXTM%b&ewTim(m zXE^){UR?tX19G8sDPbV1eg8a?i_HJAzBg3v92}TGj{HBjJ0q_02asgDm`^;qW?R z-vR&Hc6JJj^gKLN?>OHo8*R=S^6B~QlC_w>t0+$JW~p{5`|0svMjgl)Z#>uzb`lUu zs5$%nUa)q|@||s`?KcI{RqF&(;_CgqtxC4`FjLiM@fzu2?wN0WBx@P%x%7rl6dsV7 z486zmHLk`uOn$4kgKEc30U`@>7KsT0gmorR`(vCb^ zW=}>Aq$GZKo+uG(BH0cPHu$F#oBk10iLD2Gc=ZIGS!|uKV%-(5*RCu*C*FYXU>wp% zQLXDG7Om5r^GqQ4%irDPTH36k7Vq_Q&+!)h-$ToRJkDB@r%vnv+nljYY1gV!(v@?X z2@9N`^+|zPZ2s&-QpE*>yIcOTh318RHYo4HDx>|_BX50^TFh*}PVoE;rAzMD4@5(0 zlWc40f=kds-PbkWaQZc~bb*l|z1=b3&>k(dU-yu%*-gi~PwTFHUrxh4&+-P{Ru;;E z_YkTtP}_aJ4>qY@Oh4|o-&!ETV<&Bk^atbcP=3DTTSQiBo{IN{L7W=TP0A9phF+dn zq;oK(ra?^5d5s@De4S?z{kpHMn0^6yNWUs+VMsSje$!@(3-Ga4O;<{_%!&A8?+~)G zrkEcbE1Mg)Bm1zjK72-X6pqT)b38_PEjvTp2;>%-lJg zd*p7j1;M>P6JH+_5uT$qon)-`)MLa7pLM{VpE(iNb8R3YA5xp&|!mM1X2vVA2HD8{oNU4xFc@YriS$6?xr+Qy393dvwN(+!+b zKZl>$>a!mNol6k#lCR>^gX{O`E2}c|tpHbbk3R^y$C`MHY^W}=ggjNK#4LH~nRgor z3k;mxs1^wd6ekbkkRoPScMYrT(Y}PUtSeW??rPf4CW2K8o=?)&Ac6n`=L+@5nrar{ zV=o)_)P#gnR(OalP^Dk8z()9+W~HKi#wTIU7!U53mhBNN7nyfK?9jATZ7KG9qWwn} zTh1HlOU-E@*Ukx_GB}BMQISJFM$d7=3hNS^dta`vn+WT45xTY4JE^XgWVx@iy#aTay4~VQ?PpM%#7c*-Hgrcv$U@F_3Ng#pvyYa>G^Uv>@V1xU7t-J zP6W5Vo>`TY}S@DTLPLhWr=ke)DI`e%ar5yKow_nh%KzREg)Lg@L|? z$eE)CYvq28md2J$0NFubw@7fCTFX2Zclmp2?QE|wLeT!-Pb@7AilXPSlW~9V-4c|J z5C}vo#YuL+c;Yj|wmXFn?T9s%sY@!(2HnUJ? z?l(Iq=JwAUSaE_9IPxvkcc-&v_D}w<6aWEOa?PjGYY>SA#45+OlcoNby*tRecmrgYtq z*9#8`=-tXzQik-;U$fLPBAIikxYA}5QQZ{_kVMzaF$0HnGFcE#o_*-d!mGZclP|5X4*i^X%`l%*qH(KL3uS@b9fDDv3vpOx=ow zlijd1Iq0cqsNFfX;5{U~2}yjJkO7X2frm*^YR)n;U@K%DR3BuR#2>9dZ1uI;AACsI z4fWOOsB}|4`8F#a_14~dL&ZW899u+wUYlay0N_yZ!Jj&)O1HZS2 zncQRD6>Z=p_)*9`sIKLd&d8MFw+J4`8QGkC<)p-@>Pli01miy_3%y%XZY-jhfFGa52j&05LtywM{QA$E8y`sM6$^aSdbY$RIo-*Nb*sq!-T*Vtu? zLzQY@m4;lQB+B!Ug0B^9SxUN_ExSKrQBe0S`OKRNro>pINUSURVP@{+E2wopCC@`H zq$4=G;Oeoe2%Z&^T;f^{Tl#yZg`9@Fx!b3AaNRF!5D}B?)^qF=hOXukDTTm|qYfBT zPjPzB!B5-;L){~6=&9#RRjQwY_UqWs3f`kepK{|Zhk|k5RICuH=2y-_7sGN~Qd&E2 zoP9X^QBt_3O%l8IQYt;=&ui!U#syJADo?KAFPmTEOi5ZprCfQ#RlvLWYu+3X4LxIfwBjJgyD)N&3p+>9ZID+yvw7)=I?A!8Ld#g+3ev=thTGHGZxRXw&R=kx z?<@$FK1w9!Hi@;E2MuC#WSL?-D2$GWAGwTWyI{cA#HAh`vZ!;rK2;J_Tz$h8bduc~ zyhq`RxDrseO}s?G0=dLwpbX=8DMY!&kruRHR)xV%dnud_eWsOlA`3QB+wkeEvBHrALyv+}fFIBIP7~|Dq9F)`lXlG^#Y! z`%G3tsb)f^6v>|OX$<4n)>ans(1GmmytIMMNx%jEINgEvHC|PPa&MR;Mv4tJzld2K zX$Br$cC1)i9QBbh_>y5)NoJqv*(G=vTq;AHZ~1}Z9q$To7wK^3=_ws2G4WAj48i&Q z;gSObFVbE&eq1&D@yhcqkHG6t2`01faY@PcE0P_chrj3X%-I|e1BQ#}?h7uv6~2Ow zNLt((NKgh#w=@K!nb|*F(>peddth1s6nu=5^cu>9G|nB84T)pEo87fZ8$!<4s)FG3 zWDx_rn`MvhT-!aMhftckaelH{2{S#c9iI*>= zb0jM298lqszzs=?ZPjQrlGch^@kz4p?ukQ`&WT>JG`GW0!dLMIP_aj{|IL=@?FbU$ zW*iO^3X1XJJkc28RaZx~U*kP5F7zI&96gg|_?qWyY&(zFXxTj^20Pe$T1|hXiZdq3 zdiv(b0n7FS_4FwR-F;c}P3K*y)du%H=j&@vy@V`WB@Nd|(E(q;SZ%zJg`1j?mR(va8E3Txia!n`&w}ueO$XTdRuz#U%4Y_ts1MYh1LnDB*P4z|lYaSLG zcbOvrOm1V}FmSk|K45I$<*&rFt%@=;xe6+_&>Bo}NL^tp2T*cY; z!q+&)gEHDUX1QrANjORT5QPtC%H%UxiDS-~wW@5Nt!nRbXvy3zhCBnmKI)Ny|8&u9a=IY4EXi zZ=yI)=}N}Cb})9fHh0TO8|Wm4b$$1>Q*-o$Wk(dliO4-i*_K40wZ`#Yz1|6b#eO{? zkbdn+_?fcO@9B|?3cN_OlL!e(!r5L9u_060h5?`?bs}R>iNVGZI+M~4_Rco(hT2CE zs>*;e$z7GSOr%06^x=gdTCs)+9n6GrG~vUCkk}VZXyk_R&D3OFVb;=Ck>!R{qf$!f zoOiaGARz?DC_mYL5Q>TR1Y+lY?fY=5-2J4tr%ZTwpmqJ9JIC3egN;;$(vt{Hc%ROH zDZ~a7$Ang{LXAR~nfRzd2Tl5u@8Q60$L9uI95D=B5}$N`uRAM;Pd=Sf66#sGs}Za* z)rCwhfBlsT}6HSDL@ZC zOc)q=6e1z-F>Un;pW!;9|89K;O3h*HkC(W~Dmo9pXZA5(?A8?Cg8d#In2ehWkLw^W z7m@pHk258Pe}AT|@4?~W5`LUJ8F(;&M)zM1hnhq$*}Ks4+C=6i(mRK zCf&wge2u1=D}1*1PINALm@xa~Q2QfJc!`vfA_lgZKf9vNS*W91LU-`WF=Jn@*Qu|PcHICyzcL(8U~`I_{w{=_caG&i)3xi_h8a-y^L#pE2QCaargZ=#~M7c>;qQ~ z!ox>?J~b2Bg&$`Ii}owKxf5PInG?eDoJg-dZ_p)~ribUPb~ZSF7WGx%Xa{lgHbD;B7@O3Aoh8JDj**^LP*iITI&v zXeO>O$iS<%x_OVhUT7;*l!siPyBt1_hb^UeF`&K2!)p-MdZ4P}6diAF3G%@wr1s%u zXv_SN!NXOvJv>>#0=l?^j~Zo}ikJN@*&o!aF8LH<&;CqPpN9HlU$=ko8O)}{9d&Un zfy1vEyAIw;X(L`YW3LF6qb^;~@g({#rtAm>HQ}Sv7Ar~3-a{O%@S<`=cvzh?JLv$s@Ub~CqL0rQqUvU7!A7)d!h}n=}g6s~S@$BZ9sku1rcD2CeW^!Ca zI$oKqJh&-2j{t?Uo)}8e>7$$MSwHyM{UpA|{op;n`H))&II>g43w&~LD#T+Noc3|{6vEbNp0%9-2&drIu*=%_`Dyy*ZhV} z70aa&nvp5F=_5*?lXDBHqMi-(faELFiPaleuvJ%hBov70>N zo*;gM>OnUdPEP*$7!MyqrxG@Z`N6x#Pz8Py#XO>(2eb6Uo3=~Oc$>mk={<`XHVO*} zH!UDF$+ng#TpeFi`(G0UYIRnfth!c@UvUGsZ6IH@1%tHky}ORKHgncET%}gnnW8Wi zaEcAbs0fJ|w^`VfYL|5G!w(<#=(Y>KAAIi254#jz4qn|6>W00(%(U*tBOT4hrU9Fw1oFN*9Q;tFa1CL4Nrlu`nvo@kYYR+ewaOUiLdZ6?1y{U zdf=l;H*`EtW=#9qk@5STu;>tQ`>g3$o5s;;g|$xWs(9s@jLNfPX+PZbt{ZU$WYf=l zZWb29U0)Tz?r@}@1YV^7I9{ZxA@IK@4rxc+f80xv z&n0{7#4w;tt{k>Gcd*>;zre!PzS=h_IuKeX45hg$TTDz}*_}abs$Mr4=YZh~NmMj< z4v*|iB@Qofq6%i1@CkN(-`4iryo{Bx#cu6*-&zvjZ_qkbMm0EVD=@73GVTgA9yJ{< zR6nh`;}^WL>w~A#Xt;`9J6>+dDUv(2Pp=3m!tKs1Qz!4@^2G`$N^h`NI}3H_!5EPD#z0 z=k^X2AHM*_YFo57Rc>T=pn)wajX+4seeG>&Ey>T2WpFnJhM1!ATMo~y$W1$z#7pZ1 z0(Mb+4{F$)4`1^J9m8bH&98#eYb(X&Qx52Zd+k)my-@7K>+U&cmy)Z%Av=n|*2QAU z=i;}q+2(RgjVSrLnEgsmTmc7;i{Rd8n<^a=2yLfa3D5lD4qFpv7m}Q@>wDkks+C}I zu>@SThA2J!hOM697iAPOmf62hfjPm&z(`vMyFA8oT!n+wT8eOS)2M=+J4>NeBB(wK}Ai->_7B7Cx#zZ_Sk=mliAKK zcquw8U~bRxwUYeF-=$Qg2{g<%*?l}JGluyb&znem1s8OUy!U*q5lQpjo-;b-o0`)j z%7p3$H%AS!GjU*%Pj_<^oX0MBm28o{<~Ec?AN`nubYAo2j2(f`z8*};Y>n|2_qqqD zTrcJ8O6}Myabm8t1K5SHKkf(>f6~L&VU-IPgIm>o>e9s??u+`jR7#e72f4tGpIOYGh9KqG-)PrbFO+e!=7(#s|z|v0Ozxwg#8rE70T>K%Cjj zg%D2j8n-M~QnRxZC>N(h#d|fA-VMP3uAFCv2;1!yG|a{jr)78*~PH2e9nh^`IlH$8DQw;Ifm0IMv&Tl;vvb>WSDEq zvIX8et~}&d5#xbZuj(1??|yF!lS@t>*g5m7kg^u!=%zEPFp1|@!#XW7bH9%Tt8NLM z`A{!C#hXT6^;)>&-bW+`%e?^*gM;wJyRt|<2nzY@Z1S6GP6g<8-c>CRsh_ zU`wiI=Ut$VvhXs#a0*dqO>|wehX>TSqQJHGsCqZ}XeUP>&aBtI%~a~3xbO4fFDh zImJ1~l*skU6I{dU`&2y#3|g3$156ErrEChyRHtmxd}|D(6My9ZL;l(#UbVG3-^9VT z+m7U`Mr^=j(+1r4`ryQpNdH^?^&R)*5ZU(JvTp`;=GIkl5d4tc^eAG<@$~->PF|?w zE4IsVW@&t=aYX#&coSzurMPdt6$P%H@rX=}s(N{m?z(lT+7+Tjz$&DP#t4H5 zm}I?xi(H^V169hx01o>ILGX?^V_N z9EZbBVpji1hcj1NEfsoG&cM(Z#N0$U%)}=pN%TozKsc}cNXwGfH-32YjA&=V#t@N% zHsIli{*VoOvp=2We;GF@Oq2a51yL8Jex18b?Wu|q{Uky3;ca`4u1;;q5cHlOB z^>xYgw99flmy+`1$!TpXMz4jZHgHUoOPPLEDI&!SxGfnhh+fiN210vMT(!M)5wiuJ zrzgZ_@3EB2P;FL1X?J#?QfDhTzTtMR*&UK1x4Lf=Mw89QWb1h2raadN*M32$T>ZfP zrn7a+R}4(8wd+q^Y`0JP@|tS#)c%BX53iwGR8M9V&TU3B3VUNue0oJ#7f-3Roz1sb z3iIZ6;rrlA)tS0eq_2mUwz8L$RLQaI(Eh5I5X9ssCvi)vMXztGZq6#F8w#g-%Q0?D zuMq_3tBLg0*|er+EWyn?#WVtowtT{MzE2Kwcy`D1nKxr=l;Lu|bV^p_;M+|hsZ9%< z4~gT=bRYX~$HP~Xp{K2!QPjV^;k5PC+x?n%JH?Cm z%QvyIiDOIC6eRChFzM(s_~)U$+BujeF|GRc8cmxKVd2x00-9Hrn(vF(qx?29N?LoP zNw7)}ehVxyJ>Rz4-8E-sSJ@)Z7Fj#b+m$8Gz!xI%pIT&~1dF*rF6*{|?YKd_D;`#MefVR8SD28F<8O}5?4CK~a-eyC?THTyrNh*cR6t!Zi9~!% zsUvk7_xEqvdq|}$=d~vhGt_e|BiVmkeN|XoO|WgSAi*U#1b24^NpJ~+LvRc3K6tPU z?(Xiv-QC^Y-F0v{{O7*hd*AlgUsYFEJ@u}xwH7vP8;ffB#-{7Ti^ZT`;Vcoj_4zrs z;IQD8)44D`_Vv8PaPQ$O8Ri@pdP)V@NMgQ9r&=vu|+dEyc7>9->#JMe8L=m3e2d_j>*rEgxO(V{OP7bsBZn zT~LqD@a(BtE`AF)YJc@>H4gv4wDHLPx!1p~cxk!v`BS(!&KwakCG#S#B|4tp3;21I zLIXC@b6qa0+an`5mxJ(;%AR|;`t&D1dvBFsQ=!ikPtb=TU#%+F>7vD44r#%<1#Z)= zH9{Bc*S_^`%<00vSx)0Gzo&+-SS&4BjuKNzpjnQ&*`XJo;})XkEp!(Y7-1-JpQA)enLPs!`kbB4^s zg~dX08+!p=6eLyqYG%n|uB@7Bj0sgN67?>_Hil_}M#+4$U+6Y*HSl|yCGg`I z{4>T-5jg^K+?PyKcB*jC&50xC76P{PRVW=7qy1iVDphe`hlV;&_L<>*qy-Ui(fW*_ z(Eu2f9;38#=g8X>+mvw!Yvn7@+>2??VTIdDiJ zSsJ*3aY{AS5f#w^2vKHe0>Ghv1IUFnXLg%#5xZ!QU4nON8{~*8PcjiPO91@a?ENi~d^O&Iee|T<5FVqJE28RuMl?BJNfXEH!o%YjV&B z{CIV7ZTtc6^S-8lWC#e;nC?m0u1u^$==*M^wGf*qxJ{HWs+t)#RnBjn>q_Zo0pL&l zVpXTkDjvs~Ke-OpH%zvetP-m(>#-YeXuOZac+(NZU3mMJnK^qIe<;_6wRAVoo$BHIg0(t3*0HSeb$`yP zYrPI`bOg4|&BJXerSd=YY1$Bhsj-sxo<;|7MJ{Hyl)|2yWPPt9$^R04)5l(!;Q>bG z1OlMBlR<|0;f!D4wr*U39=SOf6mAsn(?g!V!h-dfsE^5O>vs!l8iBN}(q^Hh>z$PH zX=mjuDfI>9;8^;A_jUIM+|nNa9a2>sz&jry)jSKeRNl$n%N+^i|Cg=x9>2ni`?Z zn*2nxDKIH@Dy~9l_3&DHT}GY%q$%&mofj1GZ8V$9zJ7bPjU3XUEmMk>s=z;Dau{t@ zfyQ??7S!`)@v8%DV%MQicch%U1H^To&YP&)+bLk@&ONxAxr;U+QOKlIg?%AT_ZI7w(;r?ojpf-dns&(bWB`IAz zhqZG16LVva7VTB@qVoKP+w=hI?5WKdp=ZyDBy5fU_f0ae+wx%LCx-8*3BuT2_v|r+ zKK;dX(dSR&&kx+cO?PN9R%-_)n-7qxI9SeWr`*RMI#V&}c{Vu&X;^@fIdEuA=jrOz z)>@~S4)p6*T^!`UJUHfkBbx`O?&JwpZT#Z)!*GrNU3v{z|Pyg3r>>xS2G$kR%xQvLGfr>9# zM2DlrO=2$Z>_X!@TojLTTzgH z21b3+x%G~h(XA_xH6WnQoG%T_xoeo1_HE;kD@=^a4+vX9IP?&WA zMhB@Ko(XgW;!&K!zjOiS9!WP3Sn0rifpg@Rh8~i{GZ8CXUJ3)`e74lyC0F}`C6m7r2bmCf<$5zsMz#^C2w(x(;0*ijOswf428vOM&~R{*;U(YYiTn^NvM`$le- z0E#)$;uBA!6}_yY8ctgHDI%GXgbBA2?cXa0adu4SCe-L$B zHs+9e!XpiYSIi5zvh$PA0plap<^ODCF# zq5~ZZG8Coz(kc8?8cq+I_;V&gj{-ek$xp(c?}N`s5!R#X3OCd4m;J!avsC)>TaGtb#3i!~}Q*sjg0ZU*u_5CiauJII}YOwK}k>0d# z^2Fsq0D8rKB5U#`;sl;G_<4@!7tOeNqjel**hPz2S!K_^lbK53h1{a$1iV0gJ@4uT zq41JdkpRsFRV|b8zU=f2j$oA_JuP#NbK?07YairK)vV=vsY*($RkemXC6DL}x1Obx zb$8Y}c~_4@Qj|KS|6Cp#%sF~az@gjTRMEJABi7d&l}@*e`sEyfeyY)7|Iu_uQ;c_)M49I;lT~n+ zbt2Lp69P)nl^-5ddQeQR@@(=S>sxU-9v?G5J?-&p)4h4urX{ebZ+e z+79$`ZI1xqGgBYYHM;_Y$cJ!hD+KOOvD*$PS4*08v~|1hT-s3ZzftIyCyH{>fu&N2 zA*I=0mQ-E%cx%U};^+bNX>iTQsb>5em4BM9v`3$nREmO|3tdLG34V2R9iVC~9CT4( z#;snqrffpph&g%0W#P5PNfVpfeF%~RrmbCPh)a@=T_n3(j%%4khkl}dP-J*~Ux*+I z{L(Xw(B8RsbfYS=Tp*;0FqB)*PO_X4Ez_rO;uTJ`92)ROlG?) ztwa zxNtcpq3rwzb5l1>z?u3)=}avGS9yL|z|d?8q9hq{*Ik{ie65aO=vVmX2%ZS=i^RE(}_X8$cj%7{-FHngT+FhpUQT3aAsn1>ki`A*97lxZHS*vWg7l!ePd z+#HpngY-jgyz*|v zunRxi0FX5sIZWHQwyNdhPchlLI#nOP*OGMIpR(SrEyK7kDvwjgl%Lt@Oh_+AZE98s zp-5b&R?>adjOA6^+4EIb&{JifKZv%XO*8y-c8;+Rqo91tB?)PT9;%=7yl<9d+QPK? zxqQBF0PmVycD}4G>xEW0jG>)6U%O`9jkZ^bTjflVb_VxI zUEm0CtSHP|&Nc1qT|#XONmq5I`Z=ApDbz357|1_57$p7M#B>mqg*4e9cMR8hO!i%U!7LYKpx+g05jK&^pPT#-ShytRN!dY|?! z3R8b)V?D`{3)OBSX}qren^%$_S!9svA9q53l+#mJwpWFIINZ$9!S;e??z;Ni(u5>{ zWdth&iR&!z>@uKjmjW#S!vIjML?Tc0m^2-DbApl%lYPgu|+Iem>6F{G{lI1K&qO981dpz#?k~`n= zy0Y`mu`Tn%C@%o^5*74R8>2t;MzW@Ft@AH)EbEEF_xFi35 zyF&g1ayw`y1j@BMKBHL-(aiS8!|33yt(H_qzp(@g85}bZV~DU4=F?y^kN^-vK>K@KdK9_LB=wf|rD^ zx99R5UOQLhKKC4u^@nG3Hr5W(DdAU0$2(+2Zy9Xn8MIHjZR_)Ep?zQ5o?(bz7q1vp z%=4c43Zpj=;QiGi_9M%VR{_95Std``^p@|+aBRV7Yh-f4`2q5cU$@qj@q#NIQjvo?9J4dmmWm{~|onjVYsjGkZ1e`&bp&dzKgemt^~rSePc9VZ8BB zA4zj;__)j2!9-0WX^Gut>A29K*jlD|D>*pd7OZKh*g1ugxgSwY0y!FR-1xvqT(0QtT*+JR^@j ztbTr2g&+NAWz;OKdhiwX$J9HnzvlaD*8007yz?t(QRRW$pon((v*6Q7mUn~R8Cvfl zylsoAsjoRhfna1V)Mj{y z2u)4Ten)>3uejAX|xnfyGGL5Myo?2qDg3UuaDfZJgicg#gmLAwv)L4_h=ut zp$Xe|h8iMhjTvB|N7OZQZ3(_)`vL;9M|}IaNdfNmrUebS>id`9Ld2QA4GbU=dTnB- zM5TSTiMRJNda=OkM=|x<6qIy3Wu*bEUQ7=Ja$F)%%eM*A{V;?Ty7;5NaD`vq`==EA zwFjXF`x;RQ6`$EcNS3={NTB=)8t%jm@eq}UDL&m9 zIu?1oD?h|{PCOO1<~5#D`5u`Px;=h1EwD-3D<&rRK!&FmDR|OF7_foH@eX!cL0gi0@QuJmnE@jIrh2M?^+vi*#McH7E8zU zwfY?j&&_(E=W&huU3ZQ~|INu)px`Z$D>+;Z4>#F5^Rl?h*G3MVe#Q)b7*y;SmtRL7 zE0e2MdVZ5rnU?Mo0%-Td0HN8G*SZbt$%Hg_PNYh2x4QYxI%(2hNa-~k`fP`ALJpZ6 z_|X*S4_DiRQ{F@<@~-PE(GF?>2Y*()vxp6%w;QqkQZjxv03qgC$+;z*jtv9HRk`B>aLdxfXiJ8eO(vuM4nC6pV4V$ikas?#kI6Q7=|*;Rubx%BiW~^0=?^|ava7^PP+;59(mJ3niuVJQHj*i%Qw+E_Si@ApUl4?(FU7aItn~b^;8yGX znT<_icp5N;qwBvUV#4n7TzNT%$QN-p>o0Z>$gyEGq3HtLaD01&>q$xWxEc}E>7@`@ z&W`=%Lq_4XrQ(;DUq9a8*Bxcs#|IJaFz+NiwnvmRM1i(+`<+;^tc;P}f{rpYN*GX* zn?`1KgD`ZDzoubp9xpp7l@WQNl@R8>PWXG!^MYyH<9T~!uf){?IV5?TBuW~NOZgv?Aa0VS>W zsQ7%5Pg@BU@kCQq0lK%mC4IU91OPz1{M-<9vea_r|@F#U%$}S~iwF-=NJdoD1<{)UOFlGCf39^H5TQA!epw4Ns zp(Z2v>~WZ<;raaZ&{w{M(h`uNJp37S#j$+A#&!@KTU8?0RUb9zY2O;>iiydeQZZ+% zS1fo-+}8+wZ}sIpgz~S6PZpbb74i_gyP;IMC0#-Lf<;{N;1u79iEEZba|*I(pB0hm z@Nw>9_ETVkfIu*RFyRz6_dljH@_KFyvl+tWp1rOnq2izTrDzx8J@Qk3Q!CdF)@kpv zo8+};QW#XfL%Rkl3s{<=juX$O8DXI~B^9l&7gW!~^3tVTExI`{vjBTk9nJwYqMNh7 z=2kgXi}OLZ#qo(yW<;1^5(*)tpMBZdzNz%&V>7*J36VN0a;Ux)w5?D!xS7dk(#Jyw z{6hypZLaI=NjAWgtZTpfZ=5l16wJRP);E>W~qSArY5!|KWF6#en9Enl+px#-BGK)hUb`;R|sSz%9}65s3;?0T@U5W{d+2eucQ zjYg$0YFGcquV$v#GHy6yMChdb!5z5Cr+Yk|R`=%WwQ)|it2te-EH~zLnR3uu|Ifq3 zqk<-`(PGf=LRpz`HQIpf&$cD;(RCTc-UT5ewGac2${5dHbeC*(u6);W@ zfkv;R&~DM1DsPX;+as$ARoezVy8?QFcgrOzuWkPKdzqE)&RcVFgFt%Fti3T=s>s>x zK{ec>20th3COcR=7B2*sR#noXK0<_TQ>+5*F5MxQ4lV@w>{KOczBI=5i;jOmL$@wW zA$7_wZ=&92Xpats`Ir5n2ENWU#$D0yy^swFk0MXyA-^upT2uck#XMc4Xm#1N#fQbY1Y$%$-=fQ6x4 zuWN$l@(g};55uwn@zm}r6xn6CMlW-@T1rN{w7CRzV(}bbv`ABz+w;a%+vDD+*9LLUDWDt6xiAoF4KMH0Eu=hLG$w- zL-v})%BKYE9W~yqmNIZ=6X|&LS3+Kcu7jau-DbAs3Tm7nLK$<-MU9?y$a?(c!TrVzuL|_ zZb!N7L5skopj8+g{jhHA;@RiL2hsVY-#4!nw3uYk)n2KM@JZB{X@XCmp6&1gb{2KH z9wLb++TKo!z|dwpUe1WC+H9n{YY{uVWfOG0z!)m3j#&)*6<>7}yEp@sxC>Whq+O1&HJ|_1(RoWG6|VEolHD%Ek*5yiMc6kKCbr=^G{rAv$#x zyxJTJ%NI!ajOU4SHXs`Si`u|YlOY|v+|ilJzNY>VJZWj?qGP?0x4!O4U&YUn!^)j( zhFFo+el?E0G>_}anqfc+idQw`^B9emn~RvE{RO>#ma!)KaS5Nlj#nP8zEOk7|&ZwPM{G8OXGxW5D=F0 z$PtjJumk!|&sNK(JSBXkFFytg$4?n?Pk7B)mfjMsm+xIU$D=Qr1?rmfexxxHZ`F8o z83jkL85uMzoO_nBq;!q^GkXK3rn3zPx}AvTJJ+$e{-%ldK4Ilx*pjjC>&)Id3{E^r z?)>@S^1GI;HM*?)&LZ>3e?^<=aS_M)v6C($eNB%mvF(IhHw30$9Kqqb$!v#aFAvuj z!b*NPBa)WsuPig7g=T=dTua+Nzx`LHegXW45s5E}UrlhmQFUC$NEFvWw=mdOYqg&$qUT!gS@t;L5nOwPQveClXGeTk$ zwnf_(<81W|hYEbo8nw`bL7qm&(Ht$Lx`{TUV8-WDwDFWQRhNgvIHOnrLF4wb`ramX z`9z;HnbHd0G#wgKJ{$)nU@nr%_R+BBIM_LG$94fV;^GI1;Q`%Ic7&hSg(LR{q484Z z(#4*q{%c_pRx}pWea=|ivc!$WS;};kM97xPg4x%q$WNjNld#GxGzM5TSZD>3n@vTU zINjDplTA}iaQl3s)CWfug0o7#3*@e3yo^ODsfGJ8T^eMMgM2Nf2gQGeXj~%>C-4@P zBMVS*LM21G-0}iJTbpAx&1-Uv#mOIBE`jP{UUmQCjg|^+5Z1lc$kih~ox*|Iw@<^FCZ(gc|dQbW2(RPyB9j(9=q`S*=jWt!EQLE?raVyN8J!ew`X;VD?-PhBj_zMDzrVq_gQra4 zy7DL~YN~fCN1B&8lCbq3r? z7lVCp!t)a^lrA-q@gHNU`sG=<8-pjdpb^&p8M z3PX6=_#LWqrzku)#JF6rZTvq9by6adH0_LnyNFXNBIV|2J-oM4yBYFQNsUevq1w@| ztr%(Jypzwu7YqT!G9f?Jv7WZr95vRoKcvgC10h?u?lO~dRE+Dk7#HOw7uu-98?93 z_Ubx5WB6=xLn)2MyP0eol-B*`2`-aPyUT{ecV73l%*bT%FZVZKadWwCU~@R_z<>{w zAOoc-#l8cG0pMyeFI{k3tz!tH-%q>x35AEr0hl#!zX~GgIb1>#5g#=I!L49DG+T^= zK`VT9(GCN)Vso&$vR2BL3yR~g{D5m-FT8F#D_2;J;$pA8h`>#g%OBe<6@qd$GZkr_ zrS=+I9%~mWTF$Ow5?2Q-WFd-8q`u&0BL)X=yEqIVCYvIF-bljZn15O1>)$b(m0)JR zG-`{9lB4-TmsxD@pt08Mr62#Qu{thyWyVp+pFJyjwpgb3 zXijO`c0Jd&tzB9h<-bW3lGf2cl?<4FDSS*`&ZEsZ6L%3EKl}J9iF%Vl;z+atsz{<1 zav@sd5wRDY+`RGP*lZikX=j)Y`60c3+G5vy3pf)@8>~6?ju-usMxZo3IN7Bnbk{EV z6mOeBb7@uYn30wh01ZZ0!ll@Emw#+y$rMUY@e}{bVE0l%0d}-Z0lgSbLHv%dclDDs z0S&}~g>tlP{&5X0Hg4*WLc=DjB~pz%6qdO7V6T8{3{uaG_{%GU3*I8P7ijcx8x?840_p2aXz|ZW#!XXRDp9W;Z z#x8TlRd)epWctucX|rUY_6ktTWhP=KjXI7o11dYa^>vLfOvq*he{Su%xp?QAEmk!1@d1@sGB;n$7m)h(%#FN}U;v zEim(+=!k^D-N&yhr;Jh2EX>&3iojVkpVn!e8Y){poeQ^Z^&`-g&$h`R_$V4Q2xaOH zu~IvXfwNhmF4VA{)E^7jdL_k&&9h+GEclQqGCZI3Jzv-ggQsfWr`D!r$6L8}L$VYn z9j}?*KbJY0>(-cT>A=_?*aLU;X5sh{WY7?z~ z3FAJquuc>Z2x)P?9jf|v$Vy=~H{_TL&@$>DQjl2q_FJK?tCxP4yq2NHT|-=Lbt~E8*0b86V-#da|IJq zmRxiiQ0R4hgri9To=opRSz*8C2-_cVO<$RKmC#d4WLvH)q9^;Q*cOvEYq6)=2xVpp zHPtpvsvUPP+P>_0M=GE1-|K9=V}H)zVY?HH`clPLq>Wt(8E75O@~~Xz`ro%X*tI&P z+qIC+raL6G4}EBuW+x97DBLv7;G4^N-#e&gTllR6>eWNsBg?mT-0NV*YC{@wgwyC_ z$T}plH~xgG*IgbL=^iQa5^i91*hEk}PduygaHx5A-s)B`a&bSU`1K&7LZVf(=;M(= z4Y{GYOsBfa$N`m2chnu4na%+E_K_o(tYA; zNNs3(qaDCKjQ?piD7{R!v*wKUprkvbF-_2d?lIG*+7n|zx$~1Ud@XsN`_F2wA05x$ z$aHiadi(fH+?k;UkeH^<*zd-16zqP4gINaa=Zb&Ck=*1H40*ieTI zw4E;NJDPg%iTBu0{9>`hDXroGDDdDW(_iTbqt)m)FfGoogQSu@)gwT!~c zc(7h_liDVhuLaHCyM6u}A_rJ9UW#Y{iQNlam1=NK2|!{kOe^ON@tylUwpyH#jpo@} zQy2d87YsOv$7K-ae@M&=?{&9G0@P}e4{JN|Sn;qRmZ=od1)!dbO06*NiRy_53YvZ3w z|1VTvpFnorG(Y>p^?`EX{hk&_Nu|9T6WC7=CE_XYTXr-p=EM6keePAAfh*DOnDPtE ztW~We!bllM(QWr2STAgg8RH8BrnxMPQ|h=Bm8NY4%K4tmR8se8h3&sAg{y0>=3EXcfFFUiu^=`&wq(+8hdQ>oaVCNg;bp8;PY%uv4ARWHr18G z`$kJ)zrWSXX1{3l^mv4pW2Ct}&WZ=SghOEj1jmjSy6J}&-alP#t4donMWeBk0;M}z zb;?%r2L*NI1>8;$Crq7AC$k{n$kxjxFNa8)f{N9XUNIyKf|;1FTlR8j6|W`-#TKzf z^P%uhuG`(ljYKxfM-!h5qd4?2e`1~&Yej`OISxn0xa~$f+jI|VKiE0`4yqe@#?0>_ z(G^4)2k=Q8bM78ymg1}zS5;%(4Xz!2#d3s`AiiF*2>x1Qs=m= zgvOST^yYso#rY&T(dkw-<}>+1OWx_(*Gpaxv?=7+gWhQ3TZ3ZBZnbe+Zi`xksN(sV z4{pXgMyB|D901E1V%*asSGp@WPm!TA2v-S=zhmZ{k@b~D;pIi8%lXkFh;&_Gu{yT= zvQ~ckCjNfgfdm<9V7Rb6jgPfLfn4jR{Wd)^5d9bR9l)c+2=;a%MiQ9|ySfcZ4!*UR z??*POF1{Vg+vx>N3`;f~TafDWW(II$ZN6b6$v%I+K%d=0eibrF@&2p9TJeBd)l6P@ z3DG`=UcSB4?;u?scx5vtTY(IjFC@O@|Cyqtx^XD5SL2o!U!F-za_oKcX%U08@4T|5 z9g?>sz&Ff9f|uMM)08LwnDm#>7ih!(P*ZPbSnks6WRN5njD=sSTrg4a-Di2C^+!~( zA{KRMjmd?yuXL+!!-(@KZ)s}-F|7k1+=Mn?3bC_rbIrHG3B?`V2Hks{a|_T8@{!Qf zD({9PSt9=uaUe|i@$4m3WQwj7IFUvp8`?&G4cEp!fykxT=c0E3;~(5Z91MnMZM-9_ zq=(Sg^#|tMtM;bxQZQmfoX_(x1RD_ZG9`KJw95(Lsi#Z#VZ#Yz74RUd*iZk|obZos zKfWnTH2EDyd5(kwYewb+56giJm$^JaaWP9tvU)%u1gJ2YlSM&n-)pnX-b}z$NZ|QwI^H>1DeE~> z+LZS8U>(wY?oT+g94Uot>LyPR-^blIs}oU1@Ei>HrI<@D481L`>#7eY*X=u=jf|zd zYBZrJiJ2uv2OnuMiw%_G?unz6iQbZJzV4n`s{|r;Z!{&KHvTvSL1G9J1aVhmI@*;b zoYe5=vO1F=XGM17+~vzYs@BVXs@lQ)WTmvve6lb{9}+W zHbTJ~LVSqRsr4|w&55-|j<5J45K$Jf#LASisp>%;{KN+Td{=GNOn`d*XQIb4+IQov zSPo@Xq7W<(&gG!yfFJH@is>c3mEtl0LacvVvX~VJ3JM05bMxsZ_rlu2bm< zb=PL6@>F^Sc<*r_*2%YTwKTviJ8!0rZ?HB4Q&H|>ZV8nee-af1euGyWP5^sG$ZihP z5o=pZ%SRg!r%o!*^=Ng9)If(vznzYA<_(BgzNW8jByW5Hy93_mH)#87Rm(%}3& ztl;?>qVqT)8$$0x*xF4Kpd&aja*5#Qsbx03zjBm=>2uNg7w>i#%Hvu2tu%i=+`((} zU>5TFy=Ycn1f0K+8#nH-wKZ2 zo1rjfnBP2yo7vr~ozq(7R7~;vXDHlxnk6akn{!}fE#J=y4!Bd_VPzy*--~7Y!Ia~1 zv>qyGxI)us{uv!K%e(RYg02zP3+6u*tK8GY;+7tf2>51t93}=^J!9(%bBAs?kGsJu zx`E|8dX9rMaJsBRyJ;P0dV*(cux7W|92avfN?N~G@GnCeEubf4n3mjDd_BB>t(2;T z;1_(e5OMpr54ntw6Lk4*4h8Me#An;KH_6qwb2)o^=+Fzn_l6xC=87*w0Uli?#i!=r zp$!x>Ub$?J5kV{ODPts~)BL8Hs;CBdt0A&*6p^+ZoG|>3hKPMzkE3WHJwv=5G1qn) z5mOazWV%BPE#uj=^C@c6F`Fa3bgy||yph~y@I*(Zb}6NS_prZno<32M!2m6(my_tJ zEqOaeSTKJ-OXN*yQ_1B^l&auAH6=OivvF2^Trr?0lNIO>@hm%|)hX6D>ZlWhTI(q=^!d{w>+ zna2Z$kmE}r%Zz75AO+`WbJUyqV) z_*a@j%e=VU20aM)ma=@OBu@j#Ao#AK>l_rAMDYUPt--h1wUYUD^5zh#lW_xkXZ4!E z@=!+JqkH~JDFbhit@%t+)VBg6B$MILkb)v>bdO)wAs6Wyc{r_(g{=lLR0@0>xP)36 zaFRfyw%lv1Q99{Q`y&&1&?nmq+9G<^1G{hp^!LGG zUouK4B`HL6b{VJzW_4^ub@fC0aR#sR^i0AEVrN<}BE-sskoneHJ=r5bWaj=YVw37d z8<#!_8kb{pLbemF9a{wYlI=oljDrb<@veWMbuVrAmw`Az6oTu(% zjV{(F<2FVfYxM*xW_5gBf89xy&S?GUPF^b$XQ)I!juSnFdN2HWwq^|I+-@}%%u#x{?wJp)19qff8`tRg7rtvqYNHC?(90B zTOqeZQJMAEO>O)gSv!;bk>Gn|ML~3)dN3{;;rCazy<-!PnQLVVszIj$&s6L>$pCbM z9VsG)Mj~)MVQ4Z=8V99-M1h@{oQqv|klu62>Gz*8zx_^{WZyiX<$mU7u(dV49Z9GQ z^vSz)7^|138=^9*KZVqU`~hcu3Sz(e^%kRDS>AYy1mJ>6=*a6ueos=i{mb{nV{{tP zCQ{(CpJCSZN$_(Za!n{j_>?L0y?ffYMBRpxmCkDGv~fE5>ya`YDLowV8^Bzcu#9?) zuYXM{QN@FkCgXd}F|AAde&_?tScW?=0(GBPX92g4TYcO3WL%bDk&pcEqv<+zn&FV>aPlmCb9XaLnZ71-24B13Zj6Oeu=@^4i~ z?R~kz!mUaeyA{IfxE8)*R}ZV$tn5khbFe#)Bf7o-i@{5+agiAY9@OAch?E2#VBK*g z45WBk1{MAW)d`;V?K&&^nP1KjOQ8shNo-eI*MbK~zO1hbp?hQv+k6x+i$^!9 zEM4A%<*FRAw{OH&I~K4qxmdyL8j!0W*307@t0SNS$7G;v|NF#uk1>CFs z$abAR_?(G&KUlseV<8Ee*nd7P_e$BGzuPi0VZ7h}>Kxbu9Zh6WRHgHPO@UPo02pn^ zPJz?@KrRxl3+1AIehn>|i%2O4UH8~fnea^Xw^WOEw(G6*fWhpW)wK7kr(=IWQaAne z-O2v*(#6p)I>Usc-f7UhLee-m@DCxFzo*_PGPj{tnJ(p)gjh+>U9IaHUU?-um`(Ey zOq9kh!@c(&5CQNhIwJ>|rqRl#v7=0@hzIJFqLsyWU=}oit{?6*I6HK`R9?;8DF#Vj z{Gh2sm*_{^q^#JV)J*9=Qx|ayFr$X2I!pv-Qm->)N_-%lFHgL*w7&+gq&_T&gNtPG zna1c~9Ir?l9N|X2W3(=+S~f6%=CK%m`lzm=Z7i@yp`^+w4|xy$}{PFg^A-c+5DTQK^Ti^J># ztxF3thkYut9Ii}vVV2=WJpqo5Aa^HQ&^O=olZzB|_N*{@ay6R}r1P|^)_ilZBy^4&YvsGH8-*u}H0 zyHcTu*UyQr%R{Q&N}?{Ac}xhq@G;J};U0(FKw_VF{3}1(hMf#ftPQwPXnz|Fx{wj+ z^H67Z(Lg@EXVM5EkmzW?aRJCgOZ=I#eL4k@=Hbv@+b)JAD!o0p?6g z$u+6D^F*EVzygnD(FsfQl{FN#aTR}t|K?8}#cR=~x|MUKMe<~xXy65}*pxANQtj6ZYO5#vlUD9oCZ8t> zu>$WGh-bfBr*SZG)P^e=sVzy9l&%1%-L zZAS*Q4`kk_aA31j zaWhWgiIm1Vw=YNuxNo=5dO?Ho>2b}EwWEOMXz>~7VR*@a0^s{!R<%2Rz#!%gnKUsb2pZk zdO$DT-H;!HPBK0mFDE z#IAxIC+w4|F8~ElmRc_G=_MhXAj!~l7}Qo3nyJ#BQ^=xMs;A2F@E}dAdUK|=KH1TG4hM{PMwr*ack3|i|33g>K%T$5 zhADi@GGVw~SGdH*CADa6f|Cu^-a-4iIgZMrZKqf%>)|y=jV!H}{lRpFsbNH2uh&na zoMjRrDm=yXozanZD>2_t7L?p>rhLhy3Qo|L7%8^f$b>^sJ+i%=#}pDB%J*iBDQNs~ z702Xo&N3h1-J`$F0JU6bZ2v^`TuP%$&96~v9yoBy^II~rC zvYy}`3uR^}%R2B#t^C5dmaS0(mL^V-mR;SzTXp2!d*xvRFCr@69wTrP-!QPn*f zM^`stBYtC9a9o5N(2H8U_O=Hram1c0(%kCF&nM@C=fozCgH1{!N$IbB_p3MI7TDeH zgNt*bd2Y!P$CTlIa_V(k)r}6kiH6K^`3wxFN=40KAXZd3l@GX~4QPb3{0HsroIW?V z%&GMT!THU{VpPrM6RX3kMiR#cFiDrG!cG}at8e}#C-R0$T{sbl8caL46e8kycUumI zv{IttujA?J_Q&pgSrq@*o1q&{rF7`HITwceRsttf6Aj#x6;DolB0K9+WU)P7v<0+p z^Gby!(eiz)im5a4p}HF2r4NurOX#_ zPM??~UWDXC zDl6aCv$k@7S)c9?^m5HLGVbfcOPJ(I-51XZ@S0BW!9rP1=oz?8_S*8B-&^yscrA~_ z&s*QO>O{r|z0b52aZ`RTH}?h3j-6k{>pCSB-s(@j%}uROY_s>l5&0ig4BsaquW!ap zxZ}3SA*;RK{U)rE>8o>D)ss_Uir=F`FJ8ir%V|q^d*Z}iMd#tT&;)ccc;^)MeB3QP zzIvgTlk4A0gd}dN%g|d9B>!+Oc;QzrC4-l%m*k4-Svx|HvOg%)xi4I$rBq^8^BiNv zzqhje#}f!RCQ0#4=>{(CUKQ6?O7B!w5grc`K6_r+Z7)|n2p143Z@m=CvGn^#) zl5e|DiXo!7MYtpN5_dKyY$_+LP4JR~!_`d(Zow|{+BYR+k-?qDMzHK)|@Vky#52uRU4;m11Pb)=}fgxjR|uw-r87g~Kv zU&kO?bc37AgMI@)yUv^r<0!xwoGGu*IJJ94zOvL_3NZHZa8ihT>UWqeZsJbx>bBvDR0dHMJ3p;K74Cq9pYj9_pB>xvle+ zy~Gz9yH};0alp+fT6>)S<5nfrfwz-mcAoI&^iKVx8m{^b;HI!h1+q!4BwTPPJ%*2Q zqw>j`yQWR3&()3+eM`U!A-n7w{93?mcmEDTdCT7@5!>g;B~l_bHG`Alxb24 zh(2eHlt1@_>)Rcvmz?6Ued;(TkMa$}yy8&d6mg;p;Y((ASCqxiSewTOq;yqns2IZc z)p1C4@q>x_+B%mY#1!7P)V&7PXuc8uF_O?#QJD_+C!0vH>^V_*Crmn27;f1^_{y{; zc%_3W9M;jiBiH2Q1&4)6BSW-l%E1<_0|G+**B^MV*OB%)_8S8`>B5UKou5m_9_SNq zd-uJbs!MgAy2p>3J5&v>_=FWLY%swOOh2Z!jV6$H?|gq1TlX35u-otI$V|-IlM^D1sPu{8Uau zr|Q8hSGIhfhLbFpi=mcZdG<|Yy} zQ*CB@N=D}#AHIWBW1U(qAD;nfQo%+e%}Y2b)zZQncAb>d zG0y3$5C)mU?;LKag;#}0fJ46*{jqa&wd{X`#rZxtr#-yqX($o^;ceX17AT|re!sv^nnlFVTL=%M9M) zAmWZb_E_`b+ZiSB7T9Q(9RG&TY344YOlt6!rZvbivzLCA)#%va{zkd3HFYdP_q0+< zRVj5R0KBtgdoK;7=0mJkz{N|b=C$m76r0yYAJ+~RaWNLS%}&!t@!~FB_=#j-S6QK` z7{aL$s7=yKsn^6eKK_Tl_C&?2oCb?)Cwz94ZXob?DO}OF!E~z}HM@R|gl+d|qFnU4GyCDttoTQ% z)QZn;;>**mvXj`8a^T-nFK5#G6=IvGlapgRhVS}`DNC0rcQ(J~Wj}lp2kJPhX>4gi zrnThM!NMIizudX%fn&lc=yHApmu%|3;5dT15B_~BePP#fvL644CF$zG#oSKZ@@=88 z0Yf&L%F0vIsVJaNOgxw@I=gX2h=ofTs-Rsjy0ts}e zQ#|Ai4uy|oEu@Of>pTZw%xelECw$y^#*&ip67Ct;g!gZvJ#mI5@tFE1!`;pR6h$Ry5JRf~2SIqJ9G*??P zI)pspvkw)>p$^V#Pi9U8nVh0Hvf{DJJI{ifg{{D$(n`FEtf{zfyh%|f3G4%p-16r* zpQkREs3Xyz+iuUdB@4Rd%&(%_E}rcfw0gMk%I9t8SswlXk+c1)=5w7=Dn~i%^nz2v z`R4Zc8J#hDTEED(d-6N67V*_#zPQ;>;uodj4eo6FwQt))Y29Kh2Xuk{app(i(wdL8 zS=?uwHFgt`-2@yC*s71XdPyAXbj{uUj5lnxud8@3G8)>$O+nJ(VXq~PxljkBZrNp5 z_ma`V?H0YKG~lvde;|aPG0Y?C*Mk#94l_tjLXG~6eNCfDouw(9__yp%Q~q9=UOjZg zpxM4BTQ+#<^H7LCYxt%xvxa(Y_=0>(-`0-&kxzv&O;dJk=kN-gx{y88L|YpQ z9xSd4pZF#=dh*H^=uDyS4>4!T4FcYy1o80tn5tk~yj)F}85e%{BN&P>dE&-udEmN9 zylbV{k*r))a13ozR^_88utJH}K6Va{lRO4as+yECry|PscEq^@11gC&&IhNCwVH2P zeadt%-pIRF5o;Pa+{!V?6pSkQ$+1nfFn$x;d2`gL#oO|A(-~aGUvR(5v#ew(sp7Hd zRj)->(n`2cRyK~ZuC##yUmSZ-oMfhc=sX{!9;V%Kkl~eL&?%%jj+-|*aHw;23ACY4q+$UF1U3;ye#9=DO2<6seZ%mfilZRpxvpt7h-*A&w~ z${Vx}cbN={yDQuu99o^&6v&01IcU^$SQ*mfp#Z|i$iNg^Rf@@Qybbvax#XUFTLYp_ z6QMC(#7>SAeD5EH$l3O3?=?4lUof5g=5uT7Y4aFVn9cT;OdU<}a0>@cuviu|zFk52 z#S8P~rc7DpxE7aAyqw$1aK-Pee&X##e&Z^U2mon6Zk`>!)%3)lt%bB(4Nvz37Y)N= z5zNHN&e%Tu^D2V6KyeYq5SM=Bg)*EPI$9DWVWjl6--<9rIaSbLzR)@+cr%-m@#uOu z1%2M7sWV|x%d*L+cs1IuG)a1@a(2@0z3bB%5ltD+czfmZ)_moYO(wwg$$z`csWBV znQ1`njWJQE(yO5jeDVt?Y$W}aG(FO3n-5lin^-Iy-g&=dR)$tkYk@b=G zbvDfssynun(^>=S(uW_!XdbvChr-h1J|&{8Q= zRL#KDTG1@rSN@cOdA;-;2E*0;>bdqax8+jTd3bThtO%0s!M#zIcA!fZbnZFEK9FvXQ&Zd zQ~#W~8$qOD!##BAD>+3VvOUH9dDrvhcJ{{hoGmK_tRdyoey+@D+e5C9QoY_tZ3u zPbn-mlIgbp``Rx!N@Cb9Hv1-=3{DxR7D?wP+xv~qo5QVjvpHn(3d`EmjS>zy;SLVh zIZN($;Kg&IC{TriC~*oVX`@hi(uJ7?_9rtbSrd~!^O!`5yOJ>^gd_p1B}d)WtXq07Pg>7W(YU7kRq%>& zYWd(SC^hn>P}cU7GvDA;s%mMac%jI|s~a<-{p~Zm4=>`5NJ6p@PkuzQnrkoRH!TaA>bCgQzesn}%JqKlD z3^__PE!h2qc|iw-aB6COo;8)}9fU0Y;*3=kV$tFkZ&U z%lB6ver++Si=n|tJytW`A_Nzf+#EBffj(DhxS{?R$CF^J$qSHXM^`+^%;`27lB<&?`Uz)2#fZtV4Uc6+!q(nWEAw&A;er6gFh`kYXd9wPk$Yqxi= zEwUo-ru&T96W@?P#*}@tY=7ulEu%!eX?3x=U=mMTFZQ11QT7c^Uchn6kLdoxp)-yB zqLOv}j8kFiu*pH7wmrOb`(MOFzLWSG*@L&O{RcdDSEPSZ+R~!D0h~IJoXb6;+6=rA z{G2|xXL;|0G9h^YI29|xufl1yi}CSC-|v<+iX(al`r5o6bs5{ZlOdP5xAe=p#-|kX{=Z@<4YbdRgw*x^xOBwlF zs_ybdW{4uu4n5Hzh`uqB%D)koa@Q8 zd|hzpKfJ4~JI1#%gYa6WkLXivPzgtUDOUM?=3c&st6)`X7Wci)9G|4&TP3^ZG&Gb% zvb_E)dp*2P8(?=?x0A!5lIBB&YN3`Zl| zx_1Klo%Zl+hcKHG4({PpfuA~xPXkz|dR|Whe17a>eQi9v9EVjXVyy|^Q{Vn3`U@lR zg=-$cO4=PqPn;~Azg?;%b9fpfN-RQp09V2gHOyH1YqXk|L%8M2Eu>n%{8=~^9IQCo z(Z|61$oM*bZjRqWDM-PV;$CxIUo0dhDy#Np6PX6*?>@*w^JO)5U|U+lEtSF%eBRyy zN^SvAz=#nI#q5EMYr-pXv-lp{T7<&OYvvLON5T;Chi8T>`QBAIR;wm6s**^gV3NGCqOxa2biR)-?@tU=g*`1X5tIpe@_~H&nNLU z9LXKfT|U^zy#^`>D^c^x*xJ*k2wNO&E~<;OHh)f~UmAMf&J=;&tRR9S|3M?U_`=WSG{ouI*fxMRgbIsW%{@w&bJeiYKg7Yc98kOL-r z@Jz39#mj@00nOqsHyEV$wm8?=*T!fGA6NlAJ*^&paGjG%8%eyxUf=aSTm!Xp>?n5y zCvGG#{}Icd!$Dk9yrt|quTwZc;&RCV$$E4|A3yHuSU zNAr1lm!<6YJbVQ^K5eOU+U~wM5&6i?(0_j(zG|7(pH?ppGBmYY^!SFlIvNen&^8ij z?L2lL8(-^GB%KsR?Y18q0i2LhJ=!DQ@F$eJMfzH!Jy`Jl;w%x5XjI+C>5?`n17!H$ z!zta3eef>X<}X44|B?Ge9Xsz5dS<5w?;ND3)mTybfUsZgF1T_S!qt7+i5~k)oET=7 zknK8h_`BOhrxB6jk-joD_D$ubLG3zP{w#TGK9niG`neNtG9EMu*hvqDnAApMJ7?w3 z-VZbM$dv~C-lU-yt^Q!l{#6_zA>4mNf5?fu5KJ;&EpvsZwcC5;)jHoe<@fTOgIc0g zjL!=0v%LKNW|5h~QQfLHFQWaynBUZ2y}kKDvT-tkT=om(fY;a@5xl9hKm4dSf^5Q= zHBIOWi`hAEH%f;Py!|$*JR_#4dt$Y`oqJ%k6O*~JUR=16xe<`~W}3KnInwc! zXHefc3<593pVe4>wTD}0Kr%kL(y&uMiM3NT(7uc%R<+%?TxvC1NWmqH=9l$Bjh}ey z#WB4*8~x2Paw3*}y>`r+{ozxN)5O6@2cSmfV%#R;%x{<$noe>1^XvJuEUC|7nPGX8 zz@J8gLF#6oKLc=4hUU$C~~U8sb}z0jZ+_fK3ilk{Kakoy0=UtX;halZU%e?VdSJp zt2(%Li2FyAJ^@k7jtSn80f@TN=!XzKY4pfwXDE+?!!FKYj#~gjRQ~K5-BYiQu>4iB zs}8u=>j0A6}j3__06 z@@DX7TqN3wDCH=yi(3EpPEzoCgO|H6&Tw>)QvM!Ji%n3`Q(Sv;4n!H!b@XrOMq)0H zxTWps+|}v`4mgxW{=}yRw}sPMY%{Ij*{sGzUKd{P`n-_>@BJhz;h8!QZ({D5D9^M~ z^7_5@@M#Efd036$gh|pwSq=mV7tg%25z#vhz6c6M{EW`o@~(#+ImbWYRdYERU7LY? z`uVe>f%9AGUleSC-_thsY2M+Af(PLgaefhO9%a7EAvEwx^DcV$!g{y6Bx%I_(J}6J z919Rxf%mL^L}qGA{K}DRuD|zKBAv$8z^@*oOhEbN@jR| z%=T{czMb;k_}L}#N_%h6Kf~s=a{NME_*s+ndvFP#_b~D*(|&r2Q5gQl^h1Tezvo@#FBJ! z9CiU8gLDR-yv=o%Y8q*Uq$qeLK5Dn$dC1=7IIAfb7u4oG7-hg|VXd+M&GLmxhwvln zuc_#Lt2t+r9#F?zj)WTmAMo%*G1XnHPCp-|BIXS0YQ4Ln-4^1~#{?=HLlyOAC27U0>hg*}+EY>&J;!lO~0P z@$l=Kd4Zp{?P4C0+?uKql{zmrG5;&^!m+VxZtP;R89of}H?T_HCgk=?ICjb2`y@wq zW!5Y;yW984pQSLO`CDlwaT1OZ(;chYp`R_hke`Wmq;E%y7&z)%ZZ+xm2f{W4FZE=e zd}U_jh_Xh!L#(!Y3oECGLc&;8&^eEMT#>wcm3%#<*M-+z-*M<5?ScE<)YZ&Rccv2@ zU&V{+enRi5)cK@OW#H63cqqrCzPi=cn|vC@)tD_JgX+@|yh`h1N@38k;e(LUDL$6& z$GY2j_}nL(CaRP9;FPgMG(!qS?cqZV%`l0KC~&_9muM^fMU%*xhE*vU-Fc{?MUWP} zOBk0qz88-OW}YCpwxdnON&Vq1x@eCMj-5XXnMp~PbT)6NAvNh3N(g=$j^;Q%Tu~|I z@b~cPX-qa%iWna|eYertdbhcVipENY9<}7-qE(=!Bg*+aupodKpC|dAlgAszl!&LD zH)^m>UO(829d0a^E*1{QXvl65UD*#Glv##Xbk|Nvyf5`YPTGPXLe0zX$L)QMtl|4v zmyQ&i)bi*b$#RHP3jc0ski6%|+b>rvy1JEOzI?by|eNAsOS>Y{=teY?mjT zArVwlDG^EaaWX>OcBTi|N=^eD3T?Ov&k|bTb%@MOvw8Q_^Kgm`BM^ha*?WiAZ&Kap zq#pBIJs+1{(#OeKt-SlBBD))|PUs#n-49c0ZaCXo;?1m)A%f+XONIYk7}4m&SMAw{ zt90%XYXovW`z>8z)A{8Vcs%WqkkS=B3SpS$LBnJ*ZzWjv%cGb zrIjt}ezx}%`&M3$Sfmegcy~%Z);$7`qk9-1HE*AAl($#}$wyv4Xo&to3I)Nt9A7=Q z4imKg!|%Qr)gestJ-6TWh=@kJEkwfkv)x~!lmOQ6t@K)kRTV1YFgXlt0W)0cvRB!8 zoA*UWa35K#dHTcA1&--FWqqwbytwjbxh7R;Q>08x_wtbwN2D(TJ$P3m?*_WXJWuY% z?k^hppOX>V$!B&RzDmNOH7Ar0^wsfoM`)UAwu31B{-T2cQ2E66EvdoUOOCQR+h*)t zr{uogcso5)W~7-$;w8>z@OuW2#HmhdaW`M;(SzUBC|$$JvleG(xE_Hi8?k&S`&}Qs zwvtdUX?-^I$))ph-mMJ7e!|$0o*fp-XsLmw*1$;r*lrG=m&km zUwGzAgdFrsro%I9j*oQqqrAkYNxa4(JkcOJt^qq@uiwW(lzN(N0{Rm|+-cK((^|m&We1dN%gqThyCsI!=tAYDRCN@@@EwcYTij{gfNaUV$WRh+ND2y6h~s( z{d`;ACIr(xYMB=fdX)GL&{e0??QAwosMYpST@q{Y4t-Q>#4mxDkkt+=5^_8G~o;|Dd;EupeGwJ*G<(e*a&H664bGQl_zw&Up zH!Y^Rkjl+r=&p0D6dvFASof80odqPrM{PL`)SM_Fqj8FzPnsOQ;_2bc$w{sxWa5mc z>|*5bWK60vb;T{O!c{jJRybyTUN4o$_~H)AaQU)ca>p95Dpj_cyEpn2%p49@M=xf<<7kPK>y|P^_sOJ;CBFLd9O#>dj9GmgLHfr zWa?^@;pn=Xi3h&hyB+HDmPL#x$r*`Hl^$zjI4d|lg-3P9B6;>Xxx7Dh8P-_IA0Ky3 zoQz@&51qo7w||XAk=1skK;5FTKPhsQFa(K~IxIAOvddmXa_=W;oMEK*+npjq0#sjmbx+$`Ngqe7S8(`7`( z+5MKAFV{VPwp9mtqn`MEP$EfCA`C?ajo+_xyJeID-o*Jh6-t_-vWUnN_>_~!3b}jH zeAjQPhVm6wXC}ajL=zGz!7P$b!z2LU+_N|)3bZG6pAMZKd6w}#PVn2qC?BwvR zgxt*hob~SB}Fl(}#0Nj)Rtu=uwa;LdMu1-bzaIQK^`}8l)iFSK9KS zu~nC|oTBe!WKQDU{C=#s;qdj2W{BdO`96mT!J#jY${+}qn&JDUZPN;(hV|vo9+d`o z_-c=C)4ySBX3p}!bwAA$+)O-B%fVr0ine>w10`>LksTWGh0rE2jbA4(@*c`OI_fEW zbnks#`Mrlb8yxZ;-@~UW+rW)@=-tr0A6(PX4%ZH9v9!J+uFqL$_hl9b%umU^lDx!0?}`tTmhGD3Qzz#t z=xYtyw%U^NNbj;i@t!Y5v{Cb4O8h+>shSg|ruS3}?m%6C4GGWwJ*I-xTG!uqkIdI;pflZLxs)_af}gI*m-$d^Ep10 zCOn)NY~VCLtcRCq*u>5sbLQ<(FfgjU(UWtDvTffr?MtYAjSouGePon3dWY%Sq?7c} z{%{z!qoT2A+yJ~vV%-bM>BJ2y{+hXr(F4ru>tUnw$z%0;;c$<{iFAzum*;OtTuByc zk~^WJq{&(*005q^s3U^up&=nJ$c;i^J+MBpzD7v7F6Np_+5f)k*X|X z<}kF(`il^=b3WFcO{>fuLhX6?6i&2oF6oCoi8r`!Vi*|LX3i$gr6aARr{;spvek^S z*7N4sLNb4J`g$*y<_YjsRcX|6oXQ%B@0NH~J`~6Lh`EHx@;xlN-6x)^BgK?(o7p&i zkiN>%Ij}#IP!PX~hlMX_#lZ|^>Q3~)lWQ!X7w@@9*cBob(*Phiafk zl^p3C21Zm5)3+mCyDLaymBV|=b8i>{h{{m{;snUhBjg`^<7TPu4_Xk8uu1db<-+FrDmDp!@vC}Nu>D9@0!a{gF2i;#FjN)+=#H7NNzFO7}3IlM14l|1M0;>pO%i|QUDX4BIlmGp1Kat2>Y zeYc}HOe{^c&gJbi@}k{Ewe!4Lz!Y_a04=SZvwY7kb@RubX^Mi2m*{d@C^5{mMYz0g z*P2xN`tvsF8qoPhH`eD6_*P$pDh#@|>fEQuRuu7+iPJj^lDMAEuh{M&T=q6d|MbzD z-7*OcD%Bq!7STqZR#gP@HS$V?V7>Q(7u9>-FQ^8YTj1B7Ev7E{Cgpm@*Hn@$R(?;X zk>;KCrO|P+g!tkUiPCD@r5Ae~BnrdEUtMvSFYy`uY)W{Zo@<2m2len<)oh-;e+;hb zX3}%!dtP|0Pi$+~6+S!fpFY0sB4Uh`d?^rXcb~&|c1k`M@(@0QU~`%IT=kSM(hl6+b`9KAU{41G>xay*Z`A4yfsScIjxX=fL< zKZR%E^u3#$Emkb3CY@Ov$7S+6;pBNDctcs<8zx(kuf3hypwtSq@>SUQZGWIrC5TEt z4AxnCjVMd1dN6K*uTR{{GNrC}IOoGlxCFD# zmSdAYYVko#T!@`GwInk>2zC~R>%>mOl!YVyg0vv%;>((MzT;Nj9 z@mtVT>Q#*|M`!KLC?US@{rlm)>T94`nl_?`V*%l%4FZba$zN6KIac?4-Fo2nj4Bb% zAn~hpv&6gPZ?mlIBL|l8t|dRr%nN*iWJHHH?eTdzUa<|PJGNidQmkE{=7QXA`4a>$ zTSAI*<9Dz_fiD#sgn`c%(h{#xlP*KbYO>(7N4Lbn7}{n80jKuG*WbN2B8^L}tl{4y zwlwC+-=z}ki#`~5V_QD&xF*(#0QhntKPdFaCqD3FN-c2q!WvvJ)ZMAkCkhma*P zj$!<6<=dG`y4q(xZFB$Howd8QxfX1x|3MoRvrk4ff48C)oD7l0-977*Zc4my;<`15 zN3L*13Q#5753jZU4oR=q6=8434U*juE$GYkyT5O{0L`P2)FVU#`?vk)siD3w)jr>)*f}Or> z%dr*Uv8%}>Vd3yXqbBrBO!FnJHJ^El;FmISu=}*x-Y^KOEU$zwOGlOzd&696s*(K? zzi(NI83+^_6comyHTe!=9<`Sz5|;sLGfK)WUk#}#T|T1qj>{1uIe9r;&S5aE{2ItI>`)KKfk;PKc$e*lKTU{z zJiJaF12pFrH*+s~WrD(%uj;hE9zK?e#`QUD*HJIg)A{2h6XEr$u6>EX(PD@8c@8t7 zT8ug{>aru)0DkRYQaOvL9Q4%2hZN0Xi=q=DZ=buV5hhTP(!0J$vqf{itosdqorCVl zY$v;omNa3GJ7geh8xKcpGc=j*E;+rmhh`BT!M)Gx{f6Kh_+212X5c{EISd7eYo{yx zdn{OLA~6Bg)4TlcQIQUT_<6W4V1>kZiwq-5A71!NEDX)T$@X5>67j_d8$vzx?|MY? zsxn|a>&)v9S!IjN+%@XALJqDd@vA@>`;PIuZ%Zj$4U{KDkiczVOW5_>j?#d`Vfg8} zsPZj|!wo-T7gW~#;gC=JZSCo99^qB$*4liN2@ia2g`}bKC*z#(z3~?bn=T7pi01}b z&z*kAHAfCVtjJ0Rg@*NftoyLb`yEC4Z#v0RotOsnB;W18+t9;=Ra;m7Zli;3dGU;| zKU`**);RPN`Lh+Zy<9vbwi1U2%k3wSkmTc5+G>`zwY$INzO#r87n8Als`58p2m(fD zULl8^;}qzJ!#yN}l6NUVtP`K81RsS@7%{ePrz<)g4jedbh*6PHOZw*Eb*n>;kjbZJ zxxg{Fd{SQDAUHUM-$}5Ec%I{RaXeaEYwK&(2R-?Qxla@xRwUuy^+)ATazw_QBgems z^Ym;Kr2i*z>MZTRwf!EKe5!dQsMYnNLPm0>^GrYG_wXLEXS&_HgKfaHt@5dpLR;UP zg-*$8u=^}3lYh9%nS^(dj2f>;v2$jBx{X}$Q0#9iVZPr>fv~Z}U20k%UZAdfJ4wmO zskFJq8o3+X%3rN#%h{e#yOh4)<&mRd4!XH*feYHT?lZf7#+w`HoJvH`?){ogOStn| zQ#JV!DO?i4ZKghIv;gnKt0RsLR>W^5P8XiJ0HDgWNr^;3%lfE0$Nu0XJ4u#}Fa9oG zf3~C*WNR=7_kvp9{5(DHMmya=GmQ&*4hDir+ zhtKYOyx}*+(%}ItaZ2R%q?p}yjjTsce7=fgmURwu7aHv5++}$!lia z)i;?P^CU8DSgk$BfnCUT-yh+j9EW1_9WS>OcNYW0q2^tXO!>QfhZ1ThHu5>f2M#UQ zjtZ~x&G%AZt6y={U>LqxsMl)!!jNcC?dI=RD*r!w3|UJEevfyL13gOr9$p;mxZmC` z`LfDUL|$>)UL4&b9rDGJ()QR*NvSl+**j*FnoBz{BoU&j2)_xYq-I>@m2qS(QCt}A zLDJkw6nFDWfw$lY>(X+`+2r~fRx5Q_77G+!L+Y$c0>QBzaC)3S`CsIv-tBL-$;TqO zZ>#5R?h@%_BC-QfJLBsFZx){r;f{RVYbizN0YSvfs}be+A~6MF{kQuYXGR4v^KhsP z%4tTbZTp*`(#J4#FwSFL*PyqYp8Ih~dZojVnQdQ7luoiou-xdv&EY8yp5f)Tc7BhA zsLf3CuIIic?k2J1PIaD{cA4vUb4>Hhtf&E=OCK&dX+MCrL_L=iAc4tUka|FnDN7= z%*Jl;U83%m2dDivacaYY${(}9hRyw>t>!8x^4PYl=_M%53I+7+wujF+(D4R)mf9?F z5UIPEb@vUoHgNqtO>IxX<1+I87qoma4R`A1``w9JWE{B=Vb&bye&nJlpy-kV>`R

x2UbeL{o#d@kac^spe5#!wXIWZg?>3dv+qMNNUA}Z>Uh3pKv(r z+~r)W)OUFwYVXu`w{q7M6N4rVk?!tle_+&fTRiN&;W$Fcrjsp>L^J;vPOB=^juZ-H zmK|Gt!k46DWhEBVhtfxJI^3hGK)z0T?3(aU$<$ zwH&6_Qp^xTndW;d1s=LsQyW#=e5(6uRn{;`{?YR$9Es^d`Bzgwz1lV7`ujnZ$mdnM z(_3CYiyTW#0JJw(;@6T;3ICF2U3?RSd%mbNQ^k07QIiU3KgHvqE}y->%TX+fMJVc! zyiGV-&Cqdo;uWXjRHC$che0MOb{H)7Yhj2~;uFzYe>gq*_Gh;>UxdT^5&mo$DW4(B zUkTJmwJb++XzWCl^NT8rhFFeqOm>e$pylK^*Tvh-$qgdl55M-9qX2Z?eL2l|y>=nd z9emS95W^{<4-0ZW{BE3K3f<$TtT)c}J(%Yy^_}(`-{QAD6q-toLw9%-Hthr3reP>- zbb7;W+UtAVif=Qu<88!1b9nkiMi{7rf{VnXdPm6nuw<1Gh;r zcTc=@Rh3YjPbW@}e+?|vYxPe7)_47eA-aeB!j~=N;5}NxNp*}QUZrb)6_KyWEE(-R z?zL%}TaaXqo5U1iiRrD$Fs&GPliP!WfdH;2Uf2x4_ADFmUq$NHH06n}92h8B( zTlvaMk>*Dv8hWVBb#;{W&j|>m1S9(c-op>&uqo5Cu!#3ck!35pKKy2h1BGjYB~*_o zc&T>1-*%5}_S&ak%i*a8Yi@`-E-<8^&QppB zD+_C(D9`I@dv%;1!sD5@-|v~_XyqNn{<82XHE53FzT3)KyB=KkQm$t5q;LGwsjpG` zTO#<3QO7}4A7$|TRaJD_t-RY(&Cx5wX<@(+2YZuWU}oqt9|>E8^**Edzc}e}tzR1| zqyd`DMD03Begob_LxZO^QjLT>oZqpRl zbQLn2WklC^S-*_K_c;=8-39~Q$2Pwtn4st#bvc6y%*1<81rG{m*7|aIGDszIB=8BA zyv@1fUn$5an)$@*Cz2}_&LribKH>5=0Lok`CU*3C;FJW1c@~btB6@Vn4bLo_AUBCJIXNGD(EoI9Y+X zPZSgUyYwkY|4_wa2(#w+ClRbT@DzTBhEz}z2+z=>wd8qUQfQDJ5mADCHq!68+QZScUV{XKk&3T@)y^-=QrDs8AZ){*Y#$YIFeeOWoQ-_1Z& zdt4cJZPfAbK8v%VgV9^!h!aL55y6C!_}y65H%evH_54>p)!priL&ewFbVBgMcN6k6E(n5Qx{=F;X_2IoCZBfV!>NPmY~?86FPD7bUhpcKE1sA z`l)D7n{`_?=j<-bV^tk?+wX_l+f+ipqG^+`{t9nuD9*KWG7DL9n+wJL5x|H-MIMdF zv*);pPI^YzdbDEd?5U=UW*?pAOpk*(-81!DXOdKa-><|~Rq#gJZl}(th>1$7Iy;?W zPKrReO{3Q?QlP4t| z0G~=oaS`usP;>G{>KK;tHHpg`rbCSs*4Hjcf-$wKPc){gt|y1TUY-uVL9lnY-BzJ0 zQF*EDf6m++o1)bWPksFNdsR>+*04tCnR$0fzu623>2+E}Uel!76&Zi?si6KkB`eF>>^dZ5;bC6jNTtRJE_=QbiTN^oMs@07pQ$ zzZP3>aQDQabQ@v!BKJG;E?EdI(mr=}yJAZ?dtGcIcXqz~-HMt?jZ_8wdHGI?S-@yD zy8rlQhg4jNjUD!;2M5O(%e5ylFmN3u@)uo-J_(oLs$a6@Ee0@^O6pELl6$wMK$U;b zqVm$5r<^KbD|I-mv#Y;NG!AOyFJxspEd#zt^4VpLn-ScLwr)#g7Z+EIWGsfrS zr`0)e(jCFCb?9Bl+sE!!bWS>9&c#oWbIq`q=14+Mbk(m3Ibw-?L@4rSIgfjUlN6=N z+k_luMm5`gRT(RwG2oldDjoDN^EUh5dMTKJpL==Hx~9r$XhnT}nRbWE$N22y&)w5G zFWQQFWJj*KJaTlH^*;CD-u8~j|- zH$}*z(p_kKNkNaip5EW(EJYGbfFpMm6t07Im}#7xwU-o|Ong6R5`IODfmq%;JaGC_%sirx+=cIHDX?(TC^WOT!&Dt{WN>u|y zaL3h;o|z?@>%eD9*x+vy*Na3 zJ>6wb?BG4tR9CbXCbi{nm~oeg1qJUW=hAE8T@;`EY)PR}@D}O>U8~D=pu*Yi|3&7n zjd%N9^^>s#iMTvmW>!2^ZbU=16Wu=WfSxUXws-gOQQ|p%!$9+)q{2t}VSTp~5knoQ z)B)#9REt~8&Os$SVIsHQ6+q~1r%6VaBupC$Rmn1x}%UtJDSp9H7AXl@fQ2ysE#HGuJVhC>ykRmdmmCZvbVL$$l>p9 zCGvfx_Nx61;f{JxuiZ>I13tcHp$bBs>y2NneB}*{*7iUry3*p^y6TS#uHtmPy=#V4WlboaUTa8mnjO++jp@grG29ZB1bu0o3!6CH~E!RT2# zi>5{*<8U1H*mcoU4$EPXd{Fy*Y~G(Kw1#>Xns--xi3n|gBf%Xhm~xT=4LoT7Fq5tg zUh-#YP#^@sOQ zDx?ws!&RLR?=7uMYS;3ydWGOgspuxQGvn8Oj^Y?)rA^lhK8m&|&a?Ioc=Vd5(s%03 zKNiI$VcJ8dbSd2brsux#?}Pz`hu`yd2qi=}UHSN~1WT>CM0^xp_3^IWU+(qre0dw4 z9N1NrI$dlgk)IYWB4qGF*}zDAL}8Uen=>~B@UBS~*+xw(XQHk3MW;b)DK!fWK}Gtx z$zq2EN|!}_B-kZy6MZ7h{e+X-g+oJOMafn{H$+@6Z*xs*hvTuPU13M#Zd8CQF4gbC_F-54pqAk9}&y~udZzvYGhckUd23=Q`}V$5a;7e z_D!*5C_c_qUh~g1?BGM9OFAHDb{eQJAgEcyO_epO;P>nNOfgjZd=D#@&F({Etv6?d zo=^J|C5aKiPpHZhd!R)==f2z4s;CZ^JzNCVXpqedu(64=4*bpA6`PU?!(8oB-98+geYxjwVBCj423QEfJEa( z?^ELUaFgg`Q+0wr+sH7?h=h{C@;P9&<~SeFNnH83$a9D_fFwj)?{_DqU11{E=AfQn zb%LAHH7%FHsj6(BN_D#vJmB}UoYTWJhtbe7KF3EqX||TX+OBy(R00F&WCb6WQziA; zr4`w%uiv4jJk+zAhxw59>4|!u!BgeaqVyQw6)Z>ZF0T=DPPid=Cnzm1M|!21Wq>Hj z!$*|f2ZgeCFV+hph*~1#Yj+M$$D(5}6t4N~?@H3wYFlzxQEgC~a}`5fu{muR;8H1(<3S>=}N%N7PX+?b=!4u~E&JbIX6mAE>(&<3J=<<_C%c@fc*TL_m zla&8fDFv<45*p^u&3nhE)Um-AInR66S%V~j{Ak_lcYSGelX3-9@} zgP!ju6O&5)mgD1c*;FMQGZRPN_=|OnCp&X|qE$7NZs@YDImi8OEQ*qlJW5eN_Gdyk z=AmlcVtL?qYdtPp!&A=jq57|JqzpE)ydSovFW80)4JA1aCat54+G+BBiqa_mqQ<^C zx(R+aGnZQ2lf&A}Yz7E=tgw!r&?494pmyKS`Ez}TZpA0)$;Ci~UujN7_SSp9%1W!V zl`zQNX(FmhGYI0eb~)I0zK55+Bc9lx8P0K_n$WiVN!@klI8@=)*w?xXpFwK~@<7FS z&1bI?3LQR$(Mbo1hb-}-9uZlZwYi=Ryq4ty_Y5;145bN`V!)zY?OiR-?N4iYp5agz zVlZFy+v8`RRBT{<6UuZvZHqLiM@Z#pOFY?hy zzKq{(O?$g&Gc$cWBLCs49%?5eh&+@YC}tQHt5Z$9N3qiE&4~uFW^jHSM;i0am(}_lY3mTy9@$8E}Yv!WRY=!h~PqXioJo zU?i)TIE~GDIPHvf3nxh`oCHL~J!@GA zV<>Mhl$3y!tW{49CrOYAlJ>m|&<{n!LiA6lNCy@N<2$NZ*l4IKTnUpns1Bo?d|G%J zf-YUm!P7NHD7aC4WX7Xuo)ln0Gm$zWJMhErbe(9W8+({ijYp?arD}M}S8Cqn-E-78 zq)!jY!Mq-KKk7K>OU%1LVcFa=rMOfEV|Ra1XC>+qH%SR^OPdAN$;$~U8OL7`^m3qo zi#Lp9^w&O|vpoPtyBJ?rYKl(-ah$8T;1mO_|7*PcB!pZ30fy%IdB`sez7zaD$r z{T?=BKfFdqz9g4j%!-GgdKCE(-*mvPs}n-SqZn;&cgP2 zBS-Nr4mCba>Tn30>#ud|J~ZNWEr0VAeW>ECm?;D#e5hIwUT?m~{M}9ULJH$Gw;d>x z{KZrfCTdPa$?_f%lHYts`;Bv**csb299DBIt1F$+Ks7Nf0n z2xOP<>S480Iu)&+jg=ncR3dGxPFQzUs4JAI!)c#)>o8?a+jMohqOq%^q1)Em*NE$R z?>*S0$#a#gkx>n)M4gz)BellFPwcJ{>2Y^Ak!+Oeqq?=!V?HSGyU1n`u(V85D)0?S zhd!N(I$3-8KIWTg(LovbwPu5xm%x^pf`NzBp%jC-`_#+{F3by4!Tq=#HT;W%4zx>|$R?@$PVXN+tWt@n_7ZuQ>X5vaVcMC&Oq{HDcM$}Cnpc1*u zT_)gVtK5sFqC~K%&PWZmTFS^($GHLmn)Yo7^sYs`q7C<%0Q{f*N`d2kk z5%~2xTNH<*mfmxmO1+OGr4X7Xj>qTB(jtu!_ah=C_46zF0Ihm%3Ht$zPu=I?Hlufq}B z;`I&q?q_Nyk*dqdmB8htdZVlCoq3!0AhaC`r>;+)6^$q>P7mf%pZRbN zBO=$)-@^_J7-!>JcV1R_dGIu+6!41GEn3d`E{;xEH8d}qH;Z?ystanUY6^7-pQ!t= z(Q`7jycHZyM-8u!^R*lYA$K3`RHN;jNXjHy&BM{0&dMY2rrIqLy|;HiFzGp3RB)d2 ze(3J%Zwk!s+oilI#y91#itECu0Hnw^Uf}f!U6rry=^^<);<1pqoWz^_7)2bHdsx-& z8+szxNl%zt<<3DHu~jtf%1v;{7HskNR5g>Dco8e0@+d8rrIZ*XFQG7eanC;Z3F>xP z{MC9TDqoIwi@*CNX9Ov$HBN}b*l4@@l&RM%Rg|_Y-hP+ab#MnLN_Is$iz(SoD2kUddT=*<5 zHAbCi=A<<`K%Ecaq)oiHr~*?GedQ}8Fj|^zjg|*Fk&dQftf6dkekT+S73KLc^Jogl zyKL7mUMqthj!JO-h#iVowX&@kynG^Fa(duA9JYsWG!TC6`Lu<&UW+#2QQks^#1|NK zERwYOvm|nLl5@xD<*CFq=qg!h$T|<>xG{0?)5_|jiew0GvVIj2v-vK+R$qkOAZ+l7 zO8Z1rVM>$~SQfGS4yQ>Ic9a3BxQ~=FnAnlR7P*g+YH76gH z)SdVJ5ac|75cu@bUffa`V>zZBU%a1!$*+X!M&Ffs=+Ap`5f8w1Lims=Y8%h zC*AUJy1F7l40%;cm@3m)1uz%)9R4npV3A{2+3pwsA5oB|jQ?KJ%$p7$z*C zjv8);5#JizMfp^{)G(Q8-QB<0Z;(QK|1$f3a+WIr=`e`s>wmv{cftrF4lzo#^RA!4 zATQyM{w}XotfF+b-A$|Idsf6pO8~HaCWh1XtEZGXTOi~HR20k^%DcDv&)9Zk*sHmoNb!Q&|IE@&w6~Rxq z^ZGVjhB>Yswev?Y3X1npXn($kOTbVL61rhIz4wOo$*L%SyM#*QEwwJ6QulD)4{t+# z_{Y@{eGbHm|=2Nj*wb-Flc9C~UI?g*tg*iWemTpehk9XQv^6vZD;a#gM z(0w~W$R3t)Dcxn_LWcsZMBUf-&{9gK59eBM3fc?_F&1)l!Yi1qR1QGNO`F!8>{3`z zBbACwmpl0&KcZdn4lh;bQ{D?Nh;@cd*vT*nhS+XQr~N1}x1$dybyOg#i7Cx)gcO#f zlcj42N04z`j5N+5+1rW3%H}-SeSLOH#Hd@h38bkinh#gnmxBggwt&1IHA=CuUA3oLG zi%ou}BR*1tR0*;6;<~IH+SE?bgUxq7b*PZ5UA24L+NMjA%2-ungU;WKRyP$v$-O(; zOw8jWz3USZQwlHpdZ?04qE7Ao%fYXKrJ#(uCNdi;{mf5FpvrYQs1fp?-5V|)GI2~H z!%6*FH2qz#(6q~vAuc_G9jVlgbne%;$y*6Z^#_X$Oos@iwubRlMwBmCh*n$TXQ{mA z(BW2`Lu%xz+jIa28{PAM2pOv#-x;H@|Zjs=B`DNV{9i896zFeIRxab(z2G>7w$t_B>Ip zzl&0gLM3Fg_QQwBI*!UBX3iS&9o{d=c}85msg)v3QBi@k{jOK2PH80AqVg_LerPe7 zwP)deQ=mjVLku5fOMw@JG2(8J;a+){r77S8d&Zr6Po^}TqdrYk#oo81INwrCqPXb= zI5>KnY8jU~p4t|p=ZZAl-Nv1x0`H%)i7LQq`I|7=_3#)d(eWk+TUZ^ciGx!sOK8A* zl^7xoRRq2AZm3|}Hq*ylbSM;wJPmz3{ae_dE|;p`QJU|0TbN4I2YzeNAr z--FJ%ZKLfTWh3GH27|_zBu;S}9UR38cJ-#Lr_UbBC_e2WLy`xkL=`?}3pbYl)tA#u zyRFVVF~_Zzw@IaNjp*E@rs7>+yZOGpWEJP?d&i1@!q;6~jOsYj8u{Fr*XTx;8LN=voVj9`xQK{U z9Eb>xyR(}leH4%7dZ>tUd-!PO$f3@%xI_o|eofUGhhD9P+LlOlz6krMzbl7< z(DT&%5M4J3PLK6+rEjLdg_DVmcL;ZE{w@u}D`w$ZhOOuI@Ohr>25IvTK7tWqi1>1T z507$oHO-`+Blwiq8s`ie>M=|RIoIx>+qU}-zJlLH$B&n{3g_vDXVM^p@hc<^al-h~ z+OExhV$EYGco;^INaXRQg;_c9w%Hc{x;p__0zxk z@UAQ&W!%-Rr@(jaiyyX`HK4(xBo=9PG@Jga;pz-rAnj-)W%R(WVcp#w)>GHKkyRK` zAS!M+^KpVNw-HfD;))w!2#CW_K$mLd@O^%o8a`%9e)q#?(pG(;W*j)Bmu@?#(eG%S z==zG<%k~TiaQQ~0fG9vMc|G}R`$>1eJgy|0fV7|tmq+T+T)FKE_p{8U+n{Otz7{)a zR(x`G8OL8$Co_58)lJ=J@Dx#X5l=<``T1hog?8KP07|;ktiVbiu5WTgsisppBNLY3 zM}#5Bv!e)E6COdip{^to<+LG)01zR$0`pqOTuzG@pwe474v=%lbox}>qS z=es^w$)`B0awn1_I~Ca_P_WFz)8qxIavYEOn^u->v_`aHk7Y^zH1XY=%_7pEE5~W@ zipEDs`P|6gy@yG-AmXxeB|F!PCOu4!`I`lJ&4_`D#SzBghm(xe>9hC{bNE_%yhWyA zxPYl)HUyI^8+iG%7?|3!Z3=I%VLCkWEn(cCAsxdeFPe%ahglrd@!5*vEN>q< z<8Hr&B;;rO`nrlS!fQE9+0NzIitf}v-SAx=5k|EoSuVVZobc2zJ{zqf`K&}VWUR7S zrrTA(uS4n9zey)w{wli3#dQYzOP>qUm3wO~%6evM_kvUB7pD@n(>?D8>9`(CVeX_K zZ<0>V8j}7wDK9uGHHGhXaxNi{F}wCI?l=OzmQ4?ugzI*W_hu_?nh`~lfLGqlHSZ;E zFqBL+XJtcGBc!_2WhBL+#H(nrWw@X-mH1Mn70fy-h58yfgc-pc9=5tT4SWSjB%f!$ z2GvTuo%*83H8*M+8m5Zhl-T*w`)=x?uE~*-f|=lS2S@pNuP5UnhyR0wR7V8RCRmH>qihj!^FUOnB$BrP5s1Q_3o3V`577JL*;tT4?E?E z@<`Z}Y;!d1J+TLHKc|`qiR;^m5+0TI{;DoN7$jIZms(NRgHM zcZ4Ou%O_G?DLYNmS+*wK4*R5EaS;}9sjp43?K}~c1Q2C}Nc^&{N;np46!zWo-x~?Z zfvs|Ctm^NW&>DP2i#*)f6e_&y7X$)f8?Ek^vR2h2yj(Hj05#~f<+TIgK~7WF32*9x zVh<vcSq~dI%qt#&)KAfuF=p*aGj5ZgCJl%d2!cOx%JhFva3)5?gtjiEjkGM{7 zZxb(UD=~ciTz3M#T;N3Y*Kl^e(MmD&4%w{7$fJy!tlIOX>5|_xASD!f=-RXYq+$cNt__dO8go; z)h@ubRcekyjg07@kjkPmFY)s!Ekv%IE53(sDIBPcvz<5o{h+E>Az_3srym{b8V6&g zFh8G{6Mlt<#A-M>PRE03aXmDO2@feDvKsCV>N=5Ty4sljiJDGc4`t7Zk9T7IOykH= z>9N%7k*iQGZ0ejilpO8-R#mN%^=zVJq;tl2A(XL0<&fS=JyxYNV@I%N2fclcQ&i#} zubqbacRhw*Y!2A>--9DZBd*FCR(eGfC)kkH5?$Qy2wtLhSNnJ>XM$6yJRDy9Mtno{ zlR}#F5Rmh~@s}hlWAbO#5(#h3vyTvJ&)>Z>We*J2hw3XEf(LgP zgV*Q`lw5f6yVdnlgjK+xXDYf%7&=(9)I`5Zjzi-a7UWU6iOuDUcM{DzdLgou2$=S@ z;5&e|E8hs60=B3IDj9~USgG-SE`De{yp-;I_FYarrwpYYTS$Xw{JVbC;XG;iG8kS( z8YMAP48ooDR~0RaTE%C?K2jaY0{;T%C_c@}7;q{xW1GDLI#X3)jSB5%_M@JbP!(&` zaxuiPXHdydv~K#eO&o9~zE>uZsV%QL3L4klUT9aIIq)q;`$+R5>@gp%@UGKRR4*hk zj8DX4(^IMM9?=(e=?kqmEr%bgM&HU(pZCsZrDLd?mX+K?;@1vS*$SfL^|(m0ic)iU zC6Kr4ISHM_yPZljgzCe4_vdzRzm0s7EombzF75_j_En+Zw-nx3QjgiAJ!QUC73~ z6(}u%c!_tFB)(zq)GQNqgre{yPAD#{wMjUr89!h9Ouff^d=Ecj<3CX8ed`C)@7^NE zS?|6ujo%j?^(HE7v>>8zvF2!BNBrqse}dVM@}0XGz1v(+1Aks5?c~prfm`uzY3vAp zp-TKh6yT)VMs=DAoWnCxd5a@6e|FAVvT(MVX$H7|q6r%kKHT+P4oz5uJJ5>qmMPjO zS?Fr+oTh>ScYU4;@aN2TGK$oZg%>Esjk7}xI|c|J=hJe&&ZtcLu3yvhsbB?}&LIpW zC5;mTsNtj6p$jMRJ5Gt%F4Tl8ZwFT&C-D&J9`;|j zJ_*FgEo4Cs*PFWt4U%m=*Gh!FM|O*ENz5L3dC~B28In5*oJX(6(wiS5zcuk0HJ^vJ z)9H4Gi{IrNsS#+OtGQjkS8(49Nlly72;AbBm`s!xjKtxjbN%1f-MXM>~3g*~xn~NgAYmswGTJ1VoGsj=|A6o1Hka>=r zA4F?&e$e39iO=wN7{7f^hzXCy$?1}@J7B1dO%DuH;k*1gYa?D4vX?WbZQPSYbud&X zG*hNkQbb!NAcqEz<@VPaT01)uXc&SsZFTO){ zcMo{)ea1(0Ur%o1lrQL-diZd9ezA=+ay(7cxK;kyhU(f33xiPMp68NX|=wl|&S zs8=rbeHYpQ&#hi8w()zDK0cK7QF+qoL7mv&^*v0}sf?R%Q$iib_Ww1F-7Q+D#NkUA zgD6*K5K@w(un2>%P5RUUPNWRJX>r}##AEr*4D#&|e3;MTcvC(4z27pIzhb>~5w z`$?)eHFPXel=o#plkgT~AMBRpgjZjo&N?m>U(m7V&kmK-X&TsPBi;vof7b=%Fp{-= ztUjkVZ2CV}4s*Y_Wg7!iXyn~A$%XN0jlHdX2;5f*-|^ddmeG+u>WE6fGMeKuT;1fb zV60KX6|N@NQ%D(Q0js=~1Kz(R*CH#DH%Uo4_7g=~0D4p=(RLi71Sf0M~28JF0j*V*lkxU*-S+ zAJUT%so~ett)ZRdb7+u|;mDu8y8`8D5~`=Zye8gDG)}O?B{@Zvh?R(TmCkw#d~lZZ z$eNDVGz(0*s5ne1sOvrDlNMA(JP4{X{atVEl}`EcXY{~2 z5w%#?iAbMUjVYhAEQA<(jI6IoVV1)j1f3(7rndXZ~pEckpfqF^3l!w)uFPl&_e&LvLsk_ zGiR$c{3P7J*XTg=$s2{b)g1;0TF*6~^{ypxSBtK?nbD~B=#GrwKQ)^>=M2BKem+rG zIX_&wFtRhzAjsdXL8y+KSwC}y0K?hkGP`Phu8N;~4Tw0v?youw48Cg={b4qy&Mi1> z^RdkCt4|N2i$cn^%E-ie9PRKyWFZ&AjcwpFo=RS|if{wxtatZuN3AihKP$RgaiqR( zL1^LkJd40Wt#5lJDj8zSM@hsH#U$Y5i=%EyJjprE-7FPan5w3CDo8kdI5G$(d4OYl zQ4biYBe+pK&6JHRZ>ybUj^FPt7ZH&0J?>Z$9NRHWyF+5B#%u80qx5w@!;{xTOyUlJ zeUuzCPJ>f?h+7O6i5HRKi=J!JU1oexIO2`*etJD0_xc$+YqvT*-qkdQI2Qp2V_r>d zyEvDTFvtL$KKWpQQn99)S}xu!xQC86MAP}O_uJb(Qenw{bKHtzw_={p9*){nwCWEC z?%9YXgO7-X@oLY?-L*+59;aH$m#5^-t7_@f3L(Jr?vk&0$KKWMQno2pRb^`ta8jv0 zfGI!k(PoATcrs)sP5`a6qbR-QNVtA|A;Uuz@iZZX@E)NswBtVWv4L~EIu3bHjffdn zddor_K>9B!Qzm>ZJ6Py#dNw5wz9Vvu+g)=QO1HM1YAL8ZT-DP@)V!tS)6yXEMFGl0 z_8~8y=oWj4+-;#goKmFlZp$gAd#!wAN1euJi|QyRd0y+-746r3DE|DpydO7T5t7K8 z?@QcIe1#1kGe>Xxd=^K9L-W1Edow}7z#hKZmrqs0lhgUuvOT-fh4LxizC>{TwY;4= zf^SU4WHWtyvPQvF!cp*SG+0rVWFk~7nLQPi)2OK*^Pc=O6R;EVlF34 zNzTifbJ?4!zmJr~tbGAoqG3%^m(Q-H-{fm0gwJ>7t3o#5MEDab>6PO^`R-nHqGCIzhY*tjh|uAGCduOZ5=F&O>ehL_#9?P} zB^9ddVR@EM1cD{@-n%2a2fnD|WVlO$>~@?>1+9;obvn#xm0msCf=isW~zM0P7(P1epd9B&@4alRZ)hpV{0T&)pB}}QmtWnp$}Pd zl2LH&QN6L?q{(qwp7eCILI}VYDAvGJ8-)JV~1;_Ps@g~)q^Wi*w9uU@HC?Rh$BgXboaP!8w z-?*zhuF+t^h@u43^zxo7(`f~Lle=1H7z;B6KEY}EnR;DxljSg->V^20Nql?{zCY-& z&9z0|-P}j~9AYnbpPu=vy(n>EMxvT;|XFG-rj(Eki3p?F9P}Bs~6)XN^ zD2~J{VkePPOiD*koC$}(MiRjl{616~Z90$go=SS%c95wxizR~fvE3a$?`k}G^Q9gg zZiHJu2at7j@e83GE9_?AYdU3;YJE-?6>*fUFY=z0vE?X-G+B?$b-ne3SctU6IQZ`; zUGo-s^)13h$nS-HeDQmp4IeSB*@ETr>*cR#$~+|P@@CM=IblNek$tS-P$-0n27zJ8 z>-na>Xs_WsdOtg9yNegHd$v?voM5Gcp`1c9Z+|G0O8YEU!pht1)CYuNPEgHz?ow%! zBYW5SH)}gMHSHe$p4TmJ2mZhjrrvk5ZLL5Su2M}^-SFAvILN<#QG?v6j!vAS@E$Ma zenhS0^wg+dRx0FoqLRs>c|JaqQd}-BJXFF}Cz1X)_}vnEjB`Hm)qs;PX;PXy5>jyw zH~6({9T0`&?IcVD%e^jy<-Ugxk+#!I4O`nArbJvH{!k>Qa-36(%6*0?f4-GCTzA8M z(M)z3@O!>D2imr4V1Wr^clE>bxkcQmkSMB=#^huE@*^i$cBIiR;}fAMrs{Mr^RzLx7`oHw6zw4$)5|Qgf9t3aMZMBaljIS1SMkC(2GZg1H4JQO!3JN zQMJUY__29i5R2vQ@JYD$7Fiu{z(W=F+mVH9kJKE7`oOI7oX_{7_%a9*cNC25ydCtg zT5LW9vEMk@6tQP~HJ#7#%cXPl{?HSe8SrhM&$Tf{yGOK_q1Jbe!kiie={{%PD7ead zK?K#1Xw*xczT5otL(1K8Rxz`tP_GJWL;Y)N$YSJ6sPUqGzS9hw!cN*rEDtJ7QUae$2`5ucvfhQGOeT0=ylFQ<&+KMlTsdkYH=E^208W4RU~|_avXRK>Mnk_Ed-m*_qsllFLHe~sl=y(iZdS`6`|6}vCP!>Kmu zy!xEVfp6mk$M4O;o1~*^VcSgC;tTG|{cO>?m)9^e zws}{tHI_Sl)4^O_kx05bZ{~i3>J6p|822QfiC|=Rq0)6izxr?t&A@9aHh`0~w%eR_ z2Zi3C)!gXTs_QR{YL?1~MSqVeyE1%sQc+N?EDPlrr$cr*7*VMB45|tujBMII0Xa|#Y92x4ZqMwvYSnSX&I+<`(&f?NSla0oE}vDTf)C1 z$GLAPgh5L*Gv+w==#(n0`0uj3ut572*>y6uqqLj_KE4_q#^_tte5~tWD64`OLV-tK z-w=3+tq!%ewjQ4GmQBTNGhDG3tCNg%zn4P(!#>?W2DLssctmlQz7#3}k46mE6v~G) z$EO$DX~5owix0qC^F~UfyX7R5x}%Gh7P{WwQ{4yucHoe5X)A4?=({D(i&O-Jb<_BL z&thpNHGB79o!G+HR*5S;WrMIt;w8eQD#_ehBfyBo*GRR}w0`pPP53n86SM6gbrxQ} zqX;;`Uzc#k^(~65$m)M(=Izsu=sQ34iX0C!^&<4K&&#YJ1o5Z+zMpb|j1NE_U9| zxaU%9j=0wOCbM@{hR3GaddvGk#n>!l*zRvK?}}CRjw6$w8*zepPU};AmHU*;(A*;D_4$Fk$qa8=N3_OUEj)R;h-Sy zdvg3z;tV1qcUDwj1>U9H#l~}w#vV9(y0RDH(Bx}@b8Hn0gQ2}S6Gk&5IoeLpr3>#z zF`6UFg>v$GYFmg^Ey*TMzr_-xd8TczduRsHtuC(+Iz|6Qv!08t@A{yZXaXY(0ep{n zSA_8q%$-*wWA2k%{7iZIHKDBPu1cu98wpZr3s;E9AmW8FlXcJB>l9+lndxI}uVc~p zX8jljocB61pl8h3Mh1HD%lJL*<_-%EI+c?6Cyza%oTV0jw_9{RiUulg{H+`xUFhlb z<}}5CuD?#*GPg!;A?vQ|yBu2H2*rMR`=rauH0>1>YsT*a9DY-@_IT=vknS(DiF-a6 z8V?)cbcpQy)fuYR3V7F*-@_Iq+?O=yt*@3itpl-MX-z3R@qQdsq(o=tq(KGFfd!+- zJ^t4l9zCyWr%N43zMk$F=UPt$Vgi;?D+iX=_cwg`#6NYv<}cJj1Kr9!sb6>c4@9V;d4Oz2_W5MzUPEG9!Qo zT;_8DufLQxSz=dGxV7%?<)PXTJu2Hb<>@W)Ykb$&qpw6 z67zCV!M^sM4=)OBl4QKw;K+NVw4z0|69g;s4S&C!60%Z|^PG2m|Bged9KbEdhkT}o zS=6${UwG>hsKJXzWVAi}uJw2)gq(Ly!k{F(O|0hc?`sc{^lVOuq;1 z*2%lC*Bu*9S8Oxa3ctIqE9AeLAKOy7_lRn{?!A)eLJbar86RW9cL{Bm@=}H~6E7pA zLAr`-AKJw1caP+atno2U(Zg|m1TUo zKTv%(l4jBQeP}H>!S^g!WaHGNEz6aI(i>D_3KlgzIq}4oi>ooH(aTXNZHv-^R^AaS z4VAWI1HC8O$*ZpkY67A{Dk0w{Pf_Bp49v< z!=n3hkV|A_iQf;WWpzAS2Z`eugs(foMJ;41wPL`L6fMjg-Ybwb?f0@D~}AZ1R)wY$4he> zIootg{Dj`tluprEIdAZXxKi;BAx~u`_9)gwD)zN@dX9gF6s$~LgiEsjv0QM$SF=7_ zGNe$zj-dHzwM95WIEHky3ZH1ZjE^tb2S^lq=P&x-Wax`2l2r4V?GMHK5siiP z$8WrGxO9i?Ss%wR2Jjj70hW2Pc}DXH$F7+RRy7%7V470rib#-fm`A#AcyoK^Ap0?I zqr{1dXm`%i5i)Wu+~X(0|Bmsr&>;yr5bW~`jps5v2@r?ip}HCs>s$$R;w zi=^l%pS}`MvzOyhP$^a{*PqoMUQ5eYYkDVeN{*ESg>_-e(z=N&B+5$Y-} zx~8_?OS$`myt0xu`*u!4gYx10OUnA5KikL{u5p7s86M$U{e?lPvcdXZZH?G!7=o*> z>>d&{Uz-bbbh&iOGHC+N_r83GC@Oq#Q6*9(@gbg1p7jw=d#`D>El#MSt++_tBf*i4 z^QrKB#CKly2-Qd7XN#0n1OqjS%Y?H_M8yK%No?)l_xANgrTBr?E`OJ;tht(V_ILbDQh+$(}=a&!k9*&4OR9h=m=gK7Cp1KT{j&3tV=M}wLXQ5I6P zyUZTr)#_a#o%R(cMn&Pe?cmwk6!;HYNcI5qeCARkJ6OlJg10xHp}?NB}ua^iliqu75b z=3jcwaVfgUPiZ^1HwQ)0)Oe#X zBEylnNgDNu^kKp6%N+jmo$tX?UySS6HNa2e2*~s(VWtq}8xL>FH&SraMO6ycQTh;H z^Y^XsMo*^8*mjx??}5TcxHE_@TS`S)EuTyTQT+~=imLsBQakz?b$Q)G@79h9J@3Z& zx`z^L#a&_d>C^2fpwuF}7pKe4=GSm&0AoO$zxGH$%P?OzwW?m0+_2uho!vlFUgPsA zRLLaX?jBeoqaNCpZ#_Jgj^byfzTq^N4eB_o`#n{~LA~v_9;M_g*OGOvN?19DDX*R8 z(1&{^hfk(~qA&0s)#>gjn>j(%NELO{F)o#-uk$tQaoNV%QJ<#PE%LDC zu&fU8sf2xR^DOKWOc~-n2>Dm>2USZY3l9lT@vg2vGlS}YGuWt2k2nSG??PR{j0nxb z>wnzAkNDb>}R6$5J|;2zE3{x zU3Js-O7}qMUp}t1MIzaTYg}AOX}@%NkHYW1-n5C<)z_=gSqmJ$lg>^Bf}4*qR5@Tq z(`y-`=y-Sw+6NJ!os-Yos9XP)*p+PG_}kc{u3>%Nyx~38YY{iwdCP$dzPaY_J@G5~ zTzB(WihfldrM_iy&umpapSX>W9M64Sr)3t=3dK|5;|w!9-NiQYwcO(*1DjOY{JJSU z{T5Wu#q1D6TDo0floVgCM4r@?e#Ut+XP(Xki_V_TkiC!U-lsCp{nG35mnA|gu{s?| z4*LR*KgE}Z*rwq= z-Vg7)h4u5Ty};D|7Z%G z@XsLjy z$5xdM3ifZfHW<~{aG~PIx!a!Wj`6Gc;~xr@`XhwH-h1Papjy}))K;GC2631YFCD^d zuPHd%hD1crW4d3R-y(RgwiH&9JBTN`V}1TJyPpH`;41SAx7lawo`7R-!>Ovpn#sa3 z8Jj$c*I1hGSMifNPta#Y;4=!sNGNZ4JPZujW<4s133vYLytm^ML~?j-Y@!V@H09!THCX3Ix>ZU(61r0gDN`Dh4=|RbNB8h&6k#|n-N!V!&+mOx z&Uj+^U8}0RNrtCHW*gCtbG{!wmC&HA>AZJUC?!m;l&{zP*@7b}c7wiMO)haU=FsJ; zBVV~fO_3(0%In;knuJG3B=wUk;BSpU&x%`agJ{lKdTJl_ZCiX!U&8kWRHKISONEyZ zbvq%WbF_EN91WRT$*1`9Bs8t=7AAtcvN@V-DF*X9J8~PZpL+~fbJ2}Fqd+55N9dUE zndT}!+1HMW5}_BcwST9mm)AF1g8@@DGz{NQLCgyB5S*{%3~;bJA*jH37_cuK%@T*#ug&TUbCtMY^ z^Z1m`^oy+|p^n{sXZZd!FOogxZgcjRhfY;}ooPAlc508Zl*g;Dp(I0}?B>Y16Q0z1 zUSlbOu$Tu$8xP$hlkiDD&DM9Xg_$cMVu9#K@_f2cFK7uB8|HwWOj$=26?DzFVxaFnG7PDzD}0nrLP z`LwN=SwV#FZ_X+iwh@rV2e@+8h+SZY!$__e_^fK;T|$Xr;Dn!sYEKCdmEw#=@FIr4ILS|5+3-dqFyNBL7HlJ`;ai_d zES5x`qG~?y`OQejPy&5Ryo7?2_C^W~j9=?~`4R*DX1rhUD(+mBaIO$G6kN7Wf)mN> zCx3Pmz~7GLhniZz;nh%jUzuS|2Z4^LN9CuiArT=QBO?;+$hgdIV7GSe_#~-g8lSq0 z1ba5wrP==8uH_)sD8F8^J(_7A&Vi;cA66dxSj@QS>cfW=SM)7%E@c0A!&~<9uQT3L z@ui!c;iKa77{}rH#iXH2y0bmS`>ydNPjTchD-smjxoyL_ZNi60McA~?h@D{*HabqD zxQp={*}9;)7{P@O1!%&R0w;5fb$d>P7l{ssZ!gZ&eMIe(-@~!^pKwCtk$*Rv4UsMB zpKd{xyYof`uJF-yg@!kzOecU*RCzD-Ht*3(h|djtDX(R#TEWiwt;Fyk5+z@31VaV* zeSM#q5~NnK9v*yIQ=ADcdtZGwSCdeolY`_i+L7D05G&4Km1cyK4ZeOx4j!p0XTHy= z=`dcD!yj(F?gMcjab<2Nyh!)!;UhFJz{gh}eh2ttmKr;s3eI?EIpD zYGH!EP}?R7^nFg@U9~yo55qE6Jw;i^E(x`!raOt(UB(A~&-)$O^<@sfa4DgTogz?q z%LB&;YeE$W+iK#at#j<$wq}`14H$gz-QW9o>G`vBg#S#Q%sO)HO52I_^x-7tt(Z}B zu=`pPrM%YTo3?+>be>*(cT35~p%PjW$4hS-gAKn+&M)`Rl@esAAQ*2|r?ljH?iHsz z{M#0K`ZCWSagk7ql-!PQ-I5$x(+SeoGIb`t)WWKWd~pG$<`+08(9c!j#A)y$m$+iu z&=x0r5 zH+#9;W_VXuC>G_f5=;M_xJp>*^-gwM(8pl^$eqCu*`F)j*)NN#SNzc~+eOTS2^MfjF-oRwlItGsZ3%-<~( zc2$?ed}HP~xuZEX`ydGr?PpN>g%*f@swECpkX@VWINxfcH>;9f-EEr{tkiz&W0~_o zN@U{4!RPqu9ApNUV>Z?gd^sa=k~=K`(_Q>1SY%IPpZ`p989c^iSv^oW$1CwdHD)ZI zyYKlUA`(;-!oeHHwB>M?wNjb>RjOYXA)in=Lm}^)wy!f89s9#j%) zj_Pq3Set6+91dc(D%cvj@4eZ-CcX9szLsR5R(seCVw&%DY(2cXFfBOCX3jo;`o$=b zI%xm*PgUPmZx69L<6-Xbnqnln)p~^f1*%*cJD^iADyVylsaKfCiO?VSkOtzGAnVi(S!TscH*=V z;X_wj%=%Tnp8aeDz!)cv%XwC|-zwbtXCbNjes@P!Qdq|CLMF`~c_;@OEUUcnlYLZT z@pL4Yv;PUBgHzHd8#)iKGCi2)9*rkFH%y92TEqjuvP_67OuqCoC{d-~3rJ zpLg^Fg{99jF}v;+xyHn(PqyzR(%MH0;j!%hu8$G~_w_}cwzBb*aY21?6EE(;Snhh7#I|WK107CT|iBRZUYri&$EG zqD=wg__As*d6DIKkJ>E4?b}%mTiK)2+9KzrL{qSP)-c5@Q|zl6cyHE#m*Zq6PLw!C zLuI#j@uu66f0qq?&4)KJQVelujq_j)SqJM%M=f{@`*AC_=p4`9s-Z5^1R)A`MX4bbc>@(fpCWLLDtLC z;@MnH^SMSTp?OO==V~k4-z$K)Ha53Ag$0e5Aoi7b`1c<7TC>#^?!?Ml4!_-nDiJkQ zs7EMt2)`D-%;=ytZQ0NL=65h^4D8PR;1-EdFez6jYV9TmC8t5BRHC?`a1%s1s(0yR z05lteVt{9x>ex5rk_r~%kxGR6&@D0E?NY|Igk!oSon19U+6mQM;0mS2F14hrrgh&5 zO^u+a41N^dPwojqk514Q!{UM8?Ot!Ov20%iQv@#C)=0jlN)5ad5AULPZF1T>eBUIg z%Ex^VBf`R7YJuxC5Wejt7f#SJ@QS{lagJ*)mf&RtrFCl*+lkhWw zwlQ!Oc>;eKNfF%T99B0YheP^O=;VMyKN{UDtRl6bCV#2j7vSe8Ue{38+)gTKL3+Zj z48A^(9v{CnOX(#@sRLHP!MI-AgH=YNAMK%r6L_JHK%I}_J*`m_(^N)6`)Yd7z>Aby z1CL!qD)mEo>iX5BI0{^4m2HY)IG#1s>q*WO9*QD~52^4(Kjs?=yyh?=66?mNrAFxo zmi@#BspJ9A=}@}h1&Ln#?D1t899CXWajkFkNYSkLRie=`_24)Zt8pdPCw^8=T5%e3 zz{O+7c*!}qXPx{D^pYZ*E#&LPKqTDk&cd%%I6TL9MgQ7k27AsvXg!SEKS?)`=EXzt zl?+j#gO|BHW#FAcFyS5fxx{Nwr#A8zi`iJvk-wi-iS~;O#$|ku7mt37@C(%N4twRS_i>{1&Mdh9y_0NzCm$9DCGwb1*}A%b#UUm3*wCkdbG()Sm6h_sm(QmM@2c@=DHf{d`*p zyn5vmG92sS>*TI;C)wXEMFLw4UGZz|SlN;(~04Y-1pjud#NXb7LGc8hr%-+cJU{fIQFlKn4YNr7`Q9P{B6Ie9r8 z8(*lgH)R8=JtVB5F^WMqv!R|0fxJcw;mTOkr1p3+S z@;l*ELNr=zUx*qu$(*m|NrO+sle};x3=e-$81vdA?)JUM^2^0#ySLB!`*LjWRHgRo z)=EFmmX$0zRL{nH$R`*tJAXGzTfxhaTnYV8F~0@gU>tNmv$=joGUuw%7e2NNbA_*# zA1^o3oPM&R^Psz%ddc>+h@M*g^tWiGXMWs0oPpmDZZ=hj?1hIH+43pFB}|?Yx`x8X z8xHAP;mHM$)b_xKlNW^V+?z=Zk836J=Vx>um?Q^#k746l$43sVuHLh;M7D~t!67*~ z509dTSZ$6^fmhg5HT(m+l;L~JVqXOBp+j%H@9r(b)jR^%F8QjC882&Wmbg>(T@}~I zgEy|E(TU`OAAXOGhwtoWKrdr>6TE)7qT6~?J5*Q%-|x)}|05)uzj{Y*a|*$)_d>1# z)BTyl{xNc5dJjr_4d#3E4vX&y^PklCl6b>!=I-y=`v%$IkZFmJ_fSZil;MX;j~iO) z6g+?Kzc}9>9NGyFX9Vv#FwS%vNPT2=Sl~5RancP6Zo1#nI}Dexig7!S+(?e!mtQ47etW2yC0Evz(L`c=et(>i2mO52cZg=pSA9 zlEZ{@G2hj_i`Hzvg3mH=5=?)%3c5Wz{y53FAH{dIB~ewwT~$dmCz0E>GTv88l#F*r zU(hnYf4n?QifVEi(A$isy3=IpD#3MnYk{ccyl#qE`=k457CyAeAxiM^ywj5~gS8Z$WG3AJZ77TR?3kYGvS>dhW=9#z%76J^u2 zw2k~6;CR~8yLaQ&eua7Li{5i{?eMa*8{!haIo|UosPw__H``a@%iO2vnGfaq&<`Ks$@Zx8 z`H*ZBm;c%atF0`imN#GNqR;FH+Oux_ZgAeEkzoGLgJ)jbD{_B-@RlpBIms5duKa8X zD9r4gH|O<@rd-KcYZ$?wacA`dbD57p-XqJ=Jao>9F2=9k_36|Ia6)5=&py`=$2}9> z&-#W_NWA$x%+CCK^Mz&lsptQ!T`<|5;UrC&>;SbN- z`MpT@vL9aMxokuhhI2%uW_>oEYIN+;gO_ z>@*6L#ItP*!#~jTXultqnH^~Zhb>k&>P4Jq|MU0_0 z9ED8%!8Ot}6R*9?j3ty_)_ib8SmGL3X5w|!a95+r*_{D|0Q!9@Iqn8ESmyQ+9?U+% zYke=BL<;*5%KiP?9^O*I{=pSi17GAi8sBv*#b5oGyo*37Rrl~b3`C`W?PI%MDhc>r zKShZ|O+r^Yf*n<~5+kRrulc%%jZA0U$geVSmYb*HGZ8H~;+BLH%FZNY6xL5)`Oe$S zyS6g$CB-0onJPv2R9G!0Vejmxf1l?7_N+Je*Sd|XHf6Vtun6udunxGjU-K3>ZH>nC z3etNgS=vWdb6G@HcqVX?Ic9xR*@lEc0^j3}9v+do@=M7B7v--nuC}CZf4|?Y?emI) z(c3;;f(WyYVZ7z`0^Z}S8QNG^PCeR}x~(1&o5%T&PJ8&B)z3*rckm%bM&aAKTgL0j z*<5CjElSH*bt?VW5Rd~tmO-Q&Qn@pZOR9ZscYimp z*0LKEcaMj8-_`ixhk}{JPYwsoN?*5844kihi8B1=-0b{avRy}fDkPbo#NnE5=iy;b zm55T#{N3*Gyd>Gb_|QcFS_t$MV!q94$E+j zG1}`Qz*l?e5#`&ZxT0+1J0ubVmnK#We>-9zE%i@Tf{mzFw^><~%deyf`XPSWjpLkK z{fDm~-gEKSYGDEJ7TT=sC{=1Dj!cN37j2r7{SaK4!}vJ$wZFIHyOf{iL7s4T|#hmCDnU(PrW>@bPVb%~S}r_V7~_x)kA)jSk_ywyT!i zsYs}%QzGHlO;Tb$Y-y3q7r0ZS0&h8Z3&A%;)2BTnFsN+v;)2)nd4>_X84q4-uf)x& zC_Hp3TF``hFG6W#ioJpEdA{uDa1z8iAW^`Jeut(_PrQ8n;ceHq_{_&AG4&#KIkE## zBg+2CO7iTilib7LbK9grZ0mKuh#TiiN!=#lQ`BCavr9hAz$dD6?uQ(|A084l;T32z zhlBs2EVnPNbO1-mWGce~Z(>`oz4X6y(hQE!heu^=7ZZP9`4*8Kv(<4w(_AE|sn788 zDfK;jzxJ>;aejz)3{vuX)wozZcyh^Ub!Jb`iYh--AokmI=SN;p`kaLz@IR ztY@~rmecV}UeqPwYF~23$mtk4!*v~by%^0$60q@tc7gkE+pM_Y*Y5W23a`(bN%-gd zd9GaEOD_Kry-&2(>cdM!jmd;v&RYa`(!20&6%R?Zf2s=8ENquj2tNuzbjh?WAHkF& ze8p$aD(Pe@QbvnwDg94h6(rVvy59*5f;-`FPFvtm^sM=s@9;QK3YKN0h_91N7MsF7 z44fMV4y*ZyX~3HJwI`!4+c&Qq@E-9u9{2ZDL_EKk%|oGnHYX0_j~w-HpPZ2w@BMos zu)Ke`3VHNcd+Z-xFrN5&P*^HC%wVupb1EIs#@2;O~6o84d46?P8^!^;T?i2`tPT^Qo2aAM1=*kAL+s_;-cyv zCI;d6!*`@7X$`t8swmQ;>sS{ZkZWLz*{IwP6fa-m=-2zXy6ZGbgv*C_ivrjD!y^LB z8o6(|<{C<44PT&$=`{AYdX~m%b+V3e+ z4B>UZ;V(jyek(OIc7-=NSeYHlQgU|CCh_cZqKzEqT}P340e(#0B)p!Uvw82oInKdV zA#&%CjVbxNgPfBXKeX)gwMSL)B<|u{;RJy_4_Pf)6zUWEBPRze0XcpyK<ZBky>?H|R9_j(IK z&iEENB-+DQi{zydq3XbKh;&8CI^`Z;@fLssLhfRjK!KC(VLB{eg>*?tAgd)h31qY-xshZ@p`0_o{)4uMWm3ujcp^eDfWM)bAhO ze2U(4%>t0Zi&S^i|GV0W$m%VJQgahPg?S&=Yq9g+Rcgl|O7tW*#NxsG?kh%D76T^; zX}c85@7KN*f9#YPdWVPpD(}hTnZ6>$it`4+jNU_>cq_MYaB^w30cqV-hMYt)njrtXKF3?;k2 zU2Y%5L^N#b!;2;6=)kKpnuU+;caFt9vVSQRs(Xr3y;C>%2BnZh^VuAJ79Q+L!k5Kg zg@;0%X6MV#K|w_5X4U_f33vsCtmb8mIa+cSs6^js4EEpXF&Dg*w)>fkoQ1JMu#}Bm z_1xM1jPN>8E)Q|t!)2*biGY@C&EYqk3La0Jt^xtScfd6hw_81M``{bNT{#>=;Mzl! zNoGP6aA^A7zK-8gtME8^g=1>u<6a|vCf?D*PMj?;hJWvxu7D`;j-0os?tX8VCiwQY zAb34^yxE`CLYUw!3NpL0)m@ucsOsp|R!U6?7GQ+EKf}Z1$HIFCh&WhE;)urZ5}6&{ zY!aW-_ZsRu=X!9B1a9~}Px^&o$U+EuB#$9rG6xApcWVR2G7_g^eRCtL~= z8s$#Y5n`Yri?vg+Tg{aWUTfasaEG;rL*ZVH&-Ckp*Syg~4C2#Sml=86yYwJU-&!Pw zb9}?7)SKlj;}rBAxZ8gYEJsvJ95639miCYd? zxC;K_cguRy2~+Hf@l(&T@^#&Nc196Ux1Ko<#D8W)Bd^hU-s`18z~}Zg;4&J)Rd}hO zpZS5NILAp&M)P8ZlRC$V8!ukhg8wI`rznywIy1Gmu3I+FI}bJ?-E^nhcRQAavhkMT8y3Z%_j%3Leg@L7gx>)-fYFf%AQlh zt8dYLo9T@xoQ=~5%57l5CU6Mu!?D}@GDBDqZENu=CNBHs)Kn6xNVGP% zGJ77|(vufAQ4iYlr_;}X{Hs5_$^7K8h$S(eYaI|)9k~+7kUYlk z`8j+N+=U(&$H3d?ufGfjE`-krdiAY4p*B0H?ZA=kU>W z{>yI2Yxeh3>KA2N(LSgQxzEoL`8nVdbr}C{IiYPlZ_whKk$Dw( zD9H3JlHHy7=v!WSao(FZz7042u>&AvW#SV1CR5?BG&72Qz%_HdDJ{R{tj z)HwpT+C=|G^Zi9ht?;!(RzdH_xq`xrw`#gC>&=eHbNop_3347@#lpj<)$5!5`bo6- z_RcMRWNUN{)0pC|gw21|Gdf`|x!LUy@8w8Ra@bQ?e_J8lg7u^X&-EQ!ejfY~iy=v8^l8wO7Jpa=Un(lJ!ttHM*v4wT3H}*|6TjxEj%?{lz-pDYlgib zGEDSdfXG&)_YsPb#*1pSo36j*%>kFd4EU|X+&kz>`t}rn~^8;O8juOUndB~XR z6UV#S-w%0s*(4RB@Y%wbPd_1>7H~~#si2*jqvZJ0hx|e26@+5o=)AS{i_Cr(jTyzT=N%U0H_Mttq{R|V38u)36Vzpl?YtWVYE|St7J`}4S zoYPjD0w3^5NB4++Wj6zNotMZk3x43cl^jl7u7K}L4)GCExO!yw2uCm3ud2(AGv1ce zJk^aprNn2{L-!yLUJoA`-q**R{WR)tC%rqdpMqWi1Wz9qHMYwo@ z4D_3gqn;<>Sdqg9AC>SWk~4K)%a=b|U|(DLqqUxgxA&EQv*r{RWq-K$dwYoH;yxSA zV=tqB58rmI3jYJIFbDWm2XBOPb_a*VJ#X`fSs^49Z_q`6Ldi28M!z$&mpxQB&NDd#h&u-p|;i4zuD{7(mRTJz8o?p#W+La~_1!>880n|z1xJ&E82c{`K$faCG;c8Rua&weOA%N12dd6UT_vcL!WaJ$azpNc0N>yR-d ze5W{4+Vxm-wTBm3**ch4`*N1+k(z}lk{WamiE}xQ$6f2snksk8vYo^JQ})C6v=h9d zB^~2Y?ys^ZA%qdrWVUY(&=Pa7D?shp8?!j;_$EVYaXDU^aEG65`~?<(xS+hA>Q^63@WHQdx!@k0>LGFEVWHJfQB?aWolAF<+p%I# z+NE)q?sBqw=n+1@kMceq#cApa8|2$)tY`b7ME;0YyrY(Pf8+#&T924YPEJ*y(S2Rn z%e4gKS_~ItjoLTx`zb{E6>%^;0*Tj8H&Hn5T0L(P2+=x>3zv%bORg_RKP&FIIlOG* z-1WB!C*ykUsgQ~)9ag!Gd(61m%>~t~U6{h#X?`hpAF`RscDVaExwu>F4`0W&JxNC6 z;pcSUO)xc2c2Az;*rwK7{0TuZP#*)N+)?t1-|X~ zp}er9t$t0oV)M8Wmnq)4=KZGL&%*1S2d62)fbUCFd=zR?jJuP#iox9d{91qQr#@O( z>`I$6pO%z5-&kbVWKXWNs>`XXOn&$D;Uq84X zdQL;jt2YF0L1ND|+|PU@juFsf!4iA4&_dJ%kC~*+~=swXadugiFH& zC4vzX2wqC)_loIMTkVQrjA)rCW+H1>V_fMv#2M=$?~sO~AZF!S3$+1Nb`j)Lrwc zzBNMH%xbw!*~F}h6PeeXJc!plek0ooNUmfrtvx5qkm$JKiU^5Y_witgY$Ie%wsX&^ zyj#l`Z1}KHwqNsJd}k(|yXCq;Z+>~JILxW3n(nExvYoaf>26~yYkzyH|@Lw)6#-Wcyezh=Vs^zk>V?6dvw{=Icm z{N-cNi!)Tb#cPF*o0V_Ile-v7W^zKGKLPa`HGzaTj;q&%jGdCMl@7UVBRO zgLnN<#hyNdFPptq=!#lG#pyY~jS}_g#F4s7J}mUwHOTY7TGMMoyh!SL>V2J_bB`H+e2XM6 zC4Uv(PrD|%@~09f0`fM(r0=wf6r@{$C5gfX@1>DE&NQe6M?VV zMhuf0nXvo8sUt{!Ulbw|A3=G8*a*bT-T0Zy7r;*D%1Ibfl9?;brl;_d(LZhm;Sav} zwdth(iA)lwRd#=k+-`>p^|f(3K8iPdJ|24PVu6$GzPw^?Af5RnMYFV=U>SsuubnD3>o>}0fK?Ie=Y zzx++u!fbAI93$=FqbB}Y&qes0)#>x(zdV@hT1bE3d>lDtP2_j#hN{n+-IE4ZbBdjf zDI8)Zf3#l@dIfMwE3HdTF3HR(uGG1E6WQCoV&NHVy6d37g+pQ4a*+>3pV>WvIQViT z0|vET;-MrE!<^?$F``;Nnwh@XTS7wBqrY3^_`z&I(-}l9$RUJx>66SN+54GjdDj67 z2qP$ikT9&=nSj$qI7z{qNmO*uh7bn${^F87$oH5&Ai$?(p;2OJHJh)mrS;v`C^`0f zEN_1d6H2KEx0*yU-wCxM;W(&T$olPLrzbduTRapd<;d=dd@2I9d6%JeT`eY@5~~Co z5+Csa#JA8Ljs%BWVR-5@$O?YHJfC{7A-?|aIy=%mlH%ZblTY4)57o9MLhAP9+D7dE zBU(3%H`a?^`HNZ6Ub)`!y&*}H{j^$I%MW6VmA}gY{^d*TL1hfiLf+j%al`IJ1SP*2 zggv4LvSBWKr1!KF*N^AjqG+xowZJ1COYI?}JAN-G#Id6Ns9#d99iIeei*Ye+lo6^T zYK{VMNVY9Vqw;4-m?`04+Qq#5!l6Wu*Nel{Uj${Kb@;VV3B}^sS>u}2Jy`C3O z<jlP+8~aa{%2N?+T*s8D2L`nZLrNWCYXQl#xja;H3=H z&fWWimn+fNDU%m9hco=76oH=7a!*_5HQ&ke(pCN#mwWINJSh|qieoQvO43@$5pzMy zQT`kj-MP#{c{jcf5T?x0pi|YNXdX}A8zsResbEpb6opu7j;3pdaZa9MOG%E^S8~)e zbBf{iS-F4zW|B2;IYl_W#`l`f&*g5CD$Jj~yMvODd9g(fAGg12#dCJQ{*j~UBn;QE zv+K6EUowZ~Z7i+&3V#&Dm6$D>6s2Y_4X3p4v<_HFH*dC@e0*#x#%t@!NI|&feu!T# z4zx=%dOlCEyH<%ADkDUM0ub9iJg%&^HmbLkiQ3Px7&|p#JK=q*2^g{P+->0OZfS2^ zJ9(WP&sJrkubpe|91l{bCGtW?|8jv)w;9@RU7PsGr-gri=AC?wp2MGbz_KiKwAcNB zNWE*AHJl4>Uq#LxcZWH4_CF9NHD7btb_s#s6Q*alsiiTdAgeqRQ#JP6_6%j4d-}#z zA}(xvHQm;kwlbZoauj?$E8T!|zHwq*tFDp+=Qi_aNp^Ko1B>O$VK%I^6>3>)daEbK zD$y7PHV956UMQvx36qT*D1Q~QIxmvdT`;HiFqqVk?Ok*F#v+oRnIUnQyz6V<#6&Yy zczL`?hGczCrhJrqERmZ^b52>RQ6U7344{m?=FJHpT8C!BKh$<%z!GF)xqT?iN+9Shh6RNgc3Z%L1xkG9ZdfYGjx%*fq;K5(+g-`y( zE~eLPJXe2sNe-C~p3k+p{A`VLQ2~?vELg?kvPX5^m-7QXI-8){PiH0{SvM=sh`oaU zL3rQOJa@a~U9!vbkm+R9(JbS`77eB*oR`3MvSR~hU`rhK{MbTL8y}h3IR_;WFX8IO|)y!GD`)apMdY}Q! z$Ewg`ja=Du27kUwu8l zUBrWX;&|N61TcCUFfF81s)jRRG|b_^f{-WZ-obnj?O|byqVRh)^djVZ97*MT*IH{i z9x2>*_1|@d86upot|BGOTgYTj{^;0ArU9+f z%pau|dc^s8ZyWil2(?N;P#(xy(z^#M zfXVFIQ6hBLL7oO^V#$<_?sqFWOe7azcO?XdQ|SQu4U1#5iTa$JhT&AJNj=Z_-n3CoZAy!4 zeLooIxJ?f{o^KkEdT?C}zT=&51$M*FB#gu43E%{XTMQF<&Hjc%sJ~f0{n>lcJLC3ZtDC#lSoS# zDTiNwoVf>atMB1K?nP**p6@NHk~RigM#f4iOr71Nii@I@e7S{e(8!D9Fz`l2th6fm z`VRldxs~{!UMIE^Xo7m;P@_j;dO>J3@k3FK2}pO#*axxFPwLfEQKjRvUIn0h5-@4p zi=?l8_~TB<$8e~)rdas2Pf9e^x#?3E+SUsGWCUqWc28~U30DfLQ0ujqM7?B#8w8&D zyHwM+;9-Sgd*@?KmR=N$e$||l;Dbb47m~x(oBdFa@x_*OM#eL4^EryS?#rEolEWN# z<6*5));{a_@^QQ9Wi-rFPY!+%7K!}@Le`c)3Mohr^YJ^y>G|Nbiu_fF)AxP(PTJ6^ zFYV;^=N-0P!+gXymqPy4B@xv=*l(F04wa)HQrI@C`FU@5H;B$-MaIvvwjxIQE zoJiRu5?|-TAx+fikJ3^CUOR>Bpoffg41Djq%k+aYR0eXuQ?>1y{oKiq=&daM?P(CRY&f8C+ukGkOB`Ooc;0zt=;eZ6 z!y~*+)LM0yl7bUav?L!C6xk0VY}LiUCyih5yRFL$FjZFWWrg*2O_CA6+h+T<=d$YO zYP}@9s$$F#y^zJW6UMqfdMnq=a_s5i(tGRbom!Bd-C$oxxqh>*`}uzOke~Gs&UXIf zCJO})|8Na%I5ZP)k)*1!rqSN--Z>aff?LV?4c>ReE*Q@~`9&XPQb*mhvf5<+nt zpskJX^+K6&6vCdF2`T$1O;VpUag<~82)u>v9;Jn)MO-7Wl@NBd*qb;$NzReAW4b3i`UT6h)uxJ z#WG~7^pHbUd$^gu=pXH|p6##6?K*pkxL^MSg?K58B)jf9c-m+E1*M|HSrxuSn0zFz;B)+2VjiR?goxQtL@4EO!C`QV}g`OY`7znPD9@4G5bA+CGB#FF^H z`^2gm%EkNjbFY3*Z4u+f$o48*^O=5pNe9QqjA@=JvIBn4+@hTgXVvF?k4-ER(gRHo z3fLv5p&iBWMRW=|*?#zur>h?^A%=Mher=C0?jB#M@2x}9qeEBj(*0%`uXT@`<+acq zZQrT|?Iy7xMf3X}UYhxFocEbtM^!P0FeY-Jn@s1vJDZp?h^<6eMw_!Gb*J)QQ{z;DBME+cvK zaLH_O1q1KgbQKWCv$zajlSI6$3yRE>i)Rruk1D+_c2KWP%0avCzddOAT0Rw%!^>3_ zleJQXlh+>oA2b28pT*TIvV8DdeEC$+nBcft#7pibI*hZfznHa#Y)1Yrey%Zm9DmL_ zxHva01rt9}5$ABOxgqs{Mf9fIZ>Z*T`I|su098P$zq90U?rT<&Bx2pX#fR@*ZE+5` z9&N1Dog9<{D@KF z^$sTkI9Ib^E}@wC4HJ=@;A5U#(!PXEoB3%YYuS54p?9cviF@T7aIdV9-$MP-$T_>` zyC`^;k`VUE(KJ;wG8lH%`n~2ydF@l|YURD!`$ozMrl3V}N6sY#tWUkI` z-J+P4JC3r=zU!yYyf6}CJ2%uZMh^cDvP4-Z0qQS* z_D;=k)ep=G{y?GF($z!u0t#7z#i=A0?9jz2B2mEXy)@^l+H$Fhcc<2{*e9QeHMkp{qxL9i6g~&57CW>0#o2NWAM}!CeKOiuv#+RjH_G=(&-o zx^8MP1IKJW6dYh*yg@2;XU_dVbJ207N&NibO_{HR`*3+>Ki9-jp%)KJ{#^ERkBw@R zTWNdwv?zehNY7(Y*c$0ic!3P5`kl8H2smhs$RAMO`0*K;tMY#Fv*gPqSN%l$quW*D zYsYts-};y-ViPtDiOHcjT3%2I1F94VaJzVk_lHqxg6rb78=C;(M zu4cF-O>pRYGMul~FPksa{vz{rQK|p%y(L51_2f=G2A?5Re-|Ou&ab)CppSGs%Y!NU zjbBCHE8%;kTfP-z-uN2S*kfgTO({;NB~IM1sCK4@@Syi_v>}(OQdom{H*@Zh^!g$( zLHtSiyR79JtnMcm6$9^VnkQl#+i6C?yDRpvsO~M}y(%tfEv%ZdzxoF*rb>tXE<4vZ z91E6Q%9=BoCH5M8-CsTwNg3z8{E4f1Vp*Hn3 z=X^QI)CQF>`R4QW3%B!8x?_1D-hKWH-6l-Rf-CRgefGEv-i7N7JK;fwGDT34m%Azw z&`-l@60&pa6^ysMS~OMKYb`5P)wDGOCp#1)Jnw zBK{GBI%NcwLKj>`ov525xu)4UmNZkmk#!k)udawO=ngcuyf{6lct{6V?RPMM1`g4s zQxDd3_UI0MNzo8WR;Il--nknE_4K)>>B;s8pPd*EUai+X!c+1SAN;TVtq}Zmm}>l! zyx@G?7TQEa64rimb3ZjD=|O4MiU~}>TkDp3Sg;HvUa&6x@sDy|duX}87$vOC-oT4$ zij(m=qeQ@WrV3yZAv{RbN;Bb#jE8Zr%-qf$&by!Lco+_5lZ>m@Gseo5GXvLp(FLEdG z1*2p1V|rfWEBs;H(;y6AiQ@ncf=QB`YPRPrDZxiw&~?l4qar*bfHBc-dF|(tn-9|k z){uu6NgFX9*a53y$}d-JEyy#soQAvKNA@UN;CQ2#UQ=xMv!#oe=pw5+0{!;{U$2)s zl>o#fkk*!KFf5>ge@{j6qbzwCu~z!wi;97Rj`7~W%;=Yv8s%=(V)txMQQ6W^h+M^8W_{X= zPdw3GJ>EmXNv#YU1aD@`(ZH4v6pBMsCWaSf;9K3#gPro4_ies^G^)aGW>(1^kAx3u zl;6YhmQ*L*l)E;vpGo!S)C;+b$%GK#xM*T_K5}fc{eW9OK7B3;-@{kjR0m6Cc@=~A zDGLy*tkpQ#_^taWGnNxKz%PH6`u9_vhEu;cJ7hF;e+}#FbT{>pF9k z@GTpaq>(tu-$&iw*X!yK@DeUp64qw%#go(ZQ-y=dOI;}rT8nNhTrS#|3x}k$rK~zF zsO`c{u7mJ?M6Jr9o-Ch=Bi+T*)Y|7Op)?U^8h63FRA$ai-!npOO}d>s2idsQ#+)^h zhVo${SFFwFzH{nnzNQE!VXviLem=Y_vIXz%s^!gP8^LF`NS-fm;owH>G01D$zjaoX z4I9TYxx(Y&O?8Q^?r)oo7Q8`n6TbJ8#V{AYFGSg%TiL76M~m;`7NqfVHPw_;T*B5Ez%j_wWgCs@mgb_LdgmJ+`z(^@xqi}7|H4Z9tCEwAZ_cT0vC~9$@ACW z`@^YkHubw(w_oF-T%fMlgY#pT!f_IUXNbkIXj)$@DF%Ym-<_Z}Nr`N1T37?^;WNlF zj~qgtmc@NgrO;bEaUsd3_ElQ+^aCTuNc<4n{7hInT>P*!i0MI6**p!i+0@u`ziaF4 zhlkqXz>RkggKBu;Rq}R&o9p4BG(`6#cJ3TK313+16VKDhPniXD_m!sh6MpfW%Zc2# zvrZwk$o_{^$s;vp^f?|Zy%$WA-kgyGjObN3-4JRxe{h+3EbRL^m3&ylxR3QDw&SLP z6QCV|8!*ojc(=VjfZD>j@T-x+*#KzA%4hQ@1(%BXE+|7@n7cj_6l`%TJ?M?+?4j`1G0@-z);aoA@E&c!$G`PagkuOE1gdIk}b z6?{oGT?9gNi&o*}@E7hMPuV?9znn6Zs$w@s)UJ#Nmt`C5xRPMams_WEy|*_vLsE9? z{O%-nL=uap9D4YLph=qe+>)>1On~Av2M?wH7lgr3fVAwVtx!c!B<;&JuPB_7{n>8r zhWyq+3xzY)n~yh@PQ-)N{cfM{1=gZ6A$7jbAN5UT9$$kjI&RA#n*8V2v-Vxi3 z#MEnhpL`~!Ny`lOmE~YB`87-8Li#jE_AxkHf)%}vk{BK{(UiU#gL<+KCeisy2^y@fIyA*yBLv_vq5WOBZDhH@EGbXQOc;2 zhb-g}123=6zRsp4DQc46)@+Rgwz=lsh>^=Ry|vSZ0R@r<6W^_8LR! z>ySXDJk^TTl-hDSJ4(tAIS#c_To~J<3urMM)J_Lq+L7% z-o+`S9q=p{=q`xEn{pzyI6dWww0S)kIq=JMX^3l@B}N zZD{#P??i{l|1_1b=j7PAw|nK20=jc*px5x`NcP&7{h&&AEYO00PmUh1-H2DkQ?=I~ z-as2&(B0%yb$n*=$|sw0K2=9CCi>yJ+jE@c8hJOxE%fHT!G64b*&Jqb1LrKT09ntH za`5}EobOhtP|fj2)-}J1+vcI4O2TB>AJ@VGBR*GsqI9#=fY%*LzguTi$@b+_a96c< zTRwW@L_{OF4?)HG9$u?0#ub^?#_uGo=>LcpOgIOA)prGnA(DqPaZ2jKNV^|oy0!!&kcRsuT$(E3NOtVb$pyZq?eT|ouTy@eLOnq9he*)Fw-A0x1l(%R#c(CQx}rd0 zcIfGRC4fkdW4x;;P)DKL2)Y{OWPZKoFyX#yaX?c{`fFdeL~Kw`gEcG1e~3NzR{EPZ7`1B*zfSZH5{I23yk!$DsO+b2T@dI8PlV6mSa&t<9JOUu0qr@r9hy4n zqbr1qB4mgAdVTL_p;++th?(++Njl|-iyB_=owJFIgl8Y&l9O+%-6Q|Kl~exUbJ|Rq zPw+GT``JP}yNghNVO+ruSfqH$IheBv|Mg}7p^R^I90?t=U5Ub)0U z&<{`JJ%w{)xghWOfggTY*sH2-uRLfDLl=qX2P{9nRBf^h^TXBAQl^u zR!z-itUmI_$S#R2?;hkpfs=dPOrj0zO}2-aat+hc3>VozXVGUWq_eB^-#O+ynkT!i6- z?~r4Hh+6_Nw*6t<5aUflov9M%u^qyf*@OY3p5pqFcD#iu+eG47#mh+K4Yf)ni!yGH*-wMB``asgiXHHaraG#fDk9q|U{%`U+t zY5N7DI&sgWFY(-Os-m$TWW%?Y{Y>1p+k?LrVK+{?+;aaUB4>N#6Q*&+5+2@rPFfxP zO%4jW`}6M>=UUGyGU*YIg(TL@@pnRXF=_R^ap0lCaLw5+U;p9NkK49YUAX_Yu6s@s z9lgczz_o`3Y?6&YLmEcUG~Zb6zP^{|Y-D{V1Z7mN`tWjguFLx^crIa- z-@!Y>6Yl-D6gSq_e2J4?&AZh7~`jPd9$jb5Pyk&>UNR0@Dqdrn$0{n#pV#(F0)Xb$Vr&Kt>8l`%JnVT z9>4cAT-NzD?=xqip8kH8r1);UCj%k)HYpFYb7!O(FO>ep@b7ciH_O!hjKte{!@u{J zSexi75M%`(GG-J))7o?yhu|I`C#izXiFd*&@JRf`MP7Ift#*dlY^ahZa&J(6Ta?zt zTN#pM3{f5MYEeGncgQv0ic8uFoztpzD3c#?ew9)$i( z4&n~RulYK2!zT;#d$>uxbzgI=64s|4R6Q;Bj`zD4FaD&_M|*f7yU@pH!ws1@;^;^1 zN%fCU3(bWygI8LWYtG{fT*Babt~Bt4kCi74YU<1QG5ewNPp!v0MBDHg->3R^CA+S*)Fg!rOd!{YFf~l8K-A=<<0BZzjhHJXjRD&Mt>hxX|9?e|dVSAkN>t z$99n5aGkw>Ss&iQaAfT_2jeB2QS4DkAOFaA}mjU;$S6|;7F zC(Ys#y7%`Jvy41&&1pkl{)=uV@|Zt7a&iOT{fAE}X2)AMLoUf1ga%^^=vf{(lRzc!t$}Orj@?Nd-CcPaY+nKNG+7u`4&zVJfs(6`S z{_6ea-_ofSP7dQU_Y2ySZyz`wj6dz0r;I>OPCW;4i4T!1rw2p56AOoQBY&S;l@P}> z9HbhF<06k4Cb-oSKk)+fs}2$bT=Pe(T}k-LxA+*;9JROe@K8GmJikKW-COdUE5AZ; zS$XtNs@KlZBU0lNZhY3U0lpTvPYz6@bzbux2BNxmK9kx9J)>SY%7ez&auq!W_Hb!1 zxRV>`f2TUV@LBU~Sd@$>4iQLvRWqf*(OV*G#=|6AJ%>M`aqq@I7w-t)d9cpV8VQ_Q zxEUY+o!0M%7b{m|`D9JvActUn-!zW+{11=y&0~FzPYSOw`=knv@3luA!p0y0gP#3U z)SJ`ax^+SWA3i(emd&?YmjYppJ5@1%M^vB8;%+$i#=~pwffw)d!Bjwd^u@L#+>v7j zg&#im^}UxxU9lGfiZACpT!J8h7vENe*Ux(z{wvSsQniJ)-neUfm=N99G&}kpCRQ4X zPZy69?pQBcaPpjfvpFIys8zqjdo3Egj*VV}B zSPx&z9|fuPJzwKBki}!tR70Ap76SYA`Nq@WfSnIVW7v!T8}D~fT=#oHN^#~qNM0aa zGRbnP_94Y3;*E3iaqn$rXdkC?u{dKNyr^WG<`a`kFv*|2CJZ0wgYPREIT%x@OB^!_ zkXnd&R#WUXLe@%3PZxB%Rgn9SI&bpZ{pHYP-=lS|Hti_zByW$ZYD- zqXpWFH^_Dkke%J^rt>jw`kz@m$vUkk!X-=~ecHSYNS zWLoFITv_1i1^vod$un}TT=+Ith}3Ey!X7h zLmYbM!|SlQbLTqmpi&@TG4*RK=ZpY1abSg#NRy&cSZS%D7<;ov=4j$1zQ2`w8iWMi^Mwyz%I;~G>z?$r)vc6p5F5{au5H|XOCiawpNG%k z&lbtf@7KP5-m41|W9#81l**_-ltpfQeHb6)q=iq|AOz>aC0%JBAMbZ+^(-12J7^8HZH>j&vZe-Ka`y|)5s z(Dv+)?zArO5y{<9wBz;3w{o{7N$a)X!)*D|<+L}P0sDY!c8>!(yScwL%dfI+ zkzuKuw$14ST-RqSsI;}-J16Dl^Ut2QqV55uSSifDA31u)QCadrrV6CjhevuQc%Rma zLEjx}jo^_Map*D5RALp>P%QKXj^cx3AIRMXOp_Y$@+nqa*(Y>|Vih0Ev@4ZVyuI~8 z=p6a)>;;>U!%g^f22$X@`ct1hU-Nt0szKEGo$09A;EOM^r0C|6p@R1~286fzp7r7? zX4kW3t>x(AA9n}{YdgC~dI8T%l{lmGZiP?jd8zwaTYvaaCN%hRx>&${<(r!3xFD%} zDK8)>5}V0d#6&DEBXvVQ^?0~F#0vTDY>uj85@Vw>lcRwPk(0j$OKZ*zDeyUX_}S(U zr|2-|rnwqzh$*9(-4tfBFMsyhfFc>L5+}FPbKo+bjlXy0;x+v&TxJh0p}$0h$=!VN zXUmQPE!vk|->WJlZhH7N>$n4Ff7PoR=It2&iF=n_&6edlufLz7nlfM==Ka!8!-Q-C z>PaH3hT(>AM9U;d+7u-detX9kF(Uu9YS)oFzK|eMd#wC(=FFLw$jFE>2#s4u)n9pm zL9OR!jDrK&_ey+v07~NW^>9PCjv8}#>Z{$1zOI>UYq9nuk8}&7zZH3rS)N7uM&r#c z)0KeZ9u?rbfbB!F2T+R((oM?0+){Ajq=Fx@x=_z6-=_SiutmsH#jYG9pBq*{;7D8f zf(F+ViIuN>oig@3zdPHB`1uZYV63i|&$ZWeYF6qWt>x=-^;A#7d)*K2R~O!#vTrtL zpfKAMu%kw0i&bldwW4QLY)}muO z=j#Lm+!YacZVrC7@ryji3Cm5~4zW5`z*&0UV~cz5#G<`Meq16iw(2K>J3E;Ja7(zC zFEIH*`i2r~<8qy)CJ6LKFWDUU_(OxY5-`6+*y?z%>YSa)YYsP0JEQu3q`N~h)TvW6 ze`pNL5_bCjt6tcs!0w0FAX#)4a&c1{zQbYetaiTZjYadz9>LZsgfcoH~rwd`Z9u0p}mO?3OL>G(mWxp=?gxV zbnUsPDEV0OSx!*yP6Da2etgJU@`*mvHedXxP`dCdnU27HYx0kN^LXf9+Y)?!_9ppl z-K)AZGEowE%^65k^~BR3;J7nZ))0#55BJ-!AHj#UmH#~$zTH@Gyc+mA z4<1`4*=`wQJDlv_d3&JwON#E{*TCe*c`ap$lhJcZZk2(!;P3k2E`{N^t&(r7!KYHi z)yCw==2ZK!HdZpUUo)*^`~2W#Jv@j8G2C0E=Y7VpFvRH7o!7(1Z1qqu9S;L9 zTJ*tVQFeTdmhB(nk9G=?>U`7P>1;Gd!EH&`%0QCf2X-;FsJ?3N=)MXC!9nrF_SlIX zA6<3?a;knGhxNiIyF~O zpmgA5{KnWRQWx%iZM>s)`{AtFN|#nuHJu|_;x?~j^f4B{;GVz~<(I-9d&m!r;C#eE zdJ^aUf}QwUP}ZS0v$DLM@cn+cdJ~kp z22LWZ22Ufg?}OJIQ}djBEiU|TbPwXB?_+T=$ZjYZi{Rz)TxPfRY$c((+Hog2?%B$! z=y(_WgVRJfx}hf?YxcQ9jluhNCBRAt7SSU+K0FZHaamIVw>Q+*4fBFf)3rrYi1bXD zn!v6z5w+|sY6ZuAiFW)Xk%Z%|&o>ccFX&EF>#;n&`HfB1?qQZ$drHE2@#+khSf(C4 zD}3YD5gXZc4e7uaa+&c`W6D3_@M&6;A)x!fd%baRb>9d+QR4O5=iTx{62%D zWfo^-$$?#Ag6+a>4!X~X@;#NuTq~j76(nfZORtgK>W!Jj<;?`Q4X9P&dBNv+-O|)1 zf-}3U`%&$O^CBXOQ4@!qEmpe0b>@T1kpuW5DwnN+MP~*TdF?6bLHu@e!ECRlNdL#- z>3%BUTI&1W&2ud^JX~WuaFIrK*Sw!^lo6n;DPqg7e4noLGP(vU!NKd5#}le?GZc>! z`V3c%hm7S7n?lh0R`ui=zVbzZ5}u+FPsL1k=2tJil|@66)^;-oPO!0c+2RR1H!bJB zbuxF@iI(H@DasJIO!2RDMr6YH#c!0h(}FD0?s^99=|&`VDEF5f0l2ASmJ$4|Zr_Br zxO0{cFyrgoPx-0iH0AGlcy~vSZ);OdSa78GR<7ux*#9RmCF zaMybgd>_i?vf#JLI^JbwcV|-;KBhC+@YJPO z5A@B4RyQ?O{Zg<(;9X~Ig#W_B23|tgs!tE)+=&;iPU8bMh$*wnNT!j9JPd?dgt%Dl zxg@qYII4V|p-eDsxg(4_%bWG8*CnX0y?RJNRu{Lt6(a@FT76^OFV^|-@RoLABVg`4 zyexHo+c(z_NKfv~f&2p3NczRs6z#OtLky7MW{S%|Ys7)}#L27Mx?W&~W=W^V$PMqr@F6;tlXVqfd#`(PNK&WdbF8{3KZEG2| zol+OYPIEDW=^5gTzFzwWf{$1AK-wp~b0?{KpqEO#>8{9M-HK%U$*k6JYltvq{f*sN z!|J4RYB->;j}e!z1K2JsmQ?uXWx6Rs-$)N&Sxp_ zkiK>OwkS_>TsEJ8c6HCOjl5~7x^C79`miSqMEA7fh%P_s4@`!c+ zh>){XtAT)dxZ(lj?If;{bIL;*9+|$}<%TQS%kMlPQ~rMHXOY{(X|6vEQ= zo{O4+3~ksG_bZRxp!N{C@Nhh58YWxe7Qo@3U?ql`CR@4skbPN6%Fl5NEWGlQ^g%g4(m4UnHB!_MMc2&sBjccBzfFQ%AHmD(2UI(= z_e)>0yD+HKJqW%>&XAkvJ&(s+U6*uPz=2p_`4*DQ-fak8JbVm=idI(K@o>KvjOel< zu4E^o4Q5Iw-fA@;d+;8|V-W+<^5{}jR~tI!K?A{vKz<;lgp?OzEK~Zen|LJvUXAYQ zIqR#%nzA)yOKOb(4^&>&IV%s0;H_u|ndPInScq#qusag>Zl1B>SUGu)BT%Sg zXF+f_KUL-aN-G+%PwnAu9fw@%7At_`9@fQUp%i=rmIQsRu!Y-&tjC%j0ruDL?euB; zAN+n%U0gFY9b9a4xE-4$i@GbjFP+``Stp_rG0N}pt4zG6C)19he>F2)0~t}wzF+y; zvYGH>BPrzQkWK34*Sy< zCY~BYeni&qd&1E=I@_lnJ4c?+REtZP9_kM(zV|Lk!qdAm?TIjY-gj(vq88V$ac+5W#P#FRvUR)y+&U)mAHS z^i@duX4H;g+QYe9R__pUzdyL&8v>`+pu=6hRxE&$Z7IG}h!0pSCr;+SJ)p-Q`VP}v zT(|Uv`j?uCN3N@vhuB~xzT+mBf6b$_I;phfiUE*J-ukL(kpfx6C-sWQZmgLgS!l1XdU(s5nNFr$;!Zdh;xy=M z?u3U+@I~cA2^`=qW}}t0iH{1raZl(sh9m^PF2MQOgUan*XMGVqT(5`vZ3$P{D>&+p zVO!0ms0`#x82@@#SQ+wdZR7BZM`9C@2hKhl#pOEU1NQlP$4(xuLgDrF{(8Z-;>`De z>TG8>;Mi!v4oGNx&3f#tU)9T8khW}RBQQtn(`Ac!_`1@Mn|&(xvimhR@sQNN+L!LH zTsXzBCq$^^5UC_e=nOvLCrP~5uJ=8*gROiol2otQ0~lV}9y3CUP7fq`+c0{k$wJ^G74?*6~`2cGQkuAT?)YJ(EaY^`)6TvX0UHn(j#Q zk(?RO;6b58apWl;x_Z3Q#zXT8hb)LktGOs=z{B<@r{qQ?Vn`N{;!eX7m7`jaZ5&Pe z9T~&tgO0SSDk?@<3)j~*h&nK6wI7k~Q(f_`y3c&hheMOvdE~&Mkw(;?)jq#Lo4vuKERcCK|_!_#D2|gt1Ex1;%ZX*3}`+3L>jhf}6UiUv-wgOg_C-a1No z?PM_ErOuC7Uw3xG0z=+_$l#vchI8RWd2(1wwo`I()PGruvYn{fNV<3IcZl?4f*!0N zkbk{ycFq9JXDEsjuPEijQP(!NGxD(&58GAuxMES@b{_W&7;>Jth)a0ca-g8bo>H@p z_w%9)Q=!-K=AL~&mbw?qa8xH#<_{&_C66UI^3AaTa77Zm>E-*;S=ZLZ+aEq$6_Daw zF0O=IX8ieDGXFI53X~J3(Za z(^Xo{A@dlq-mr77`TAxMfIot+Y};;F6E}Nysebl?hp+1LARY>R%j+}5*EMm8lY6h# zxxfkLEzerYdd%3$ykex!UwcT3SlU%v#wdf^(P{^+8n;h3-ZJAo#kxrZSWry6NJX2vr2^l#g!&uZc}(Unxss(kago@c1_`ljX)xb5OC>c?Rj zn>6aae&H0nvoLpOJ68=d?&*FWk!gYRT#bIbuUQX)EsAS|RPbg!5MuD$8LW9>tWnF+0Q)S$$70_vUA@{))4+N4Y6S4!nobeRKBd^SU2VcfIbZZ!lErV)z~8&=QHc{H`y|;naxs2u-tif`QnXsIxI8qMGska_k=;IFk_&0{T>6n~Se8 z1g!`3sa#LPg~uT8nN92#;A44~LfF;$sdl)pGOMPDW8C9c?@+9nC*wank~W<#mJrIF zc#Dj{5RwS@1Yxtbv=V#;XApt7GjWdvN;hU~eZVCymtx@P%x?HX94VtOr{asfd|e~H zlzsa3id(;q;MgU*c4p_8q37dudK7@Xw&0Y{%bcVkaMAC%6$aV4jLuFVwx@+1G0ohm z`L;uvJgB2GFdx42CIgX)o_&Ud`-*8Y#@0=*ByRv&@R zPSq9N2~Orxy6V?`-_Y&#U>hsYawXn~9g*<`?+tTOxWKb;Ebj{62c?LYH9B z@#-nzB%AK)Q&t`2nU+d>Z^>6>)Y)H;w>S2J7y%b$yA6J1;j)zG>m5YaD;Q z>@jFp_~e2!+B3-z%krq5<6|L{-i*zX{li#3QQk}^k-&i?<)&b>(iAfcPQ=~x)tcOd zp6xUnW+*9`Jn&ad+~+`;01$s%YWRsG0dSwTXGBKgb{1NgaJ(F1d)EC_gMX%IFDZUT2z z98MS$CrI1xvDSw4E}|2t<#D>#-Dj4|@1%i&LWk2k`_TYlxRy8~N5kuf=|Z;n^s&rq z!PK#ul#of5;`$(73%!Dp&m}@vx8SS4Z_90T+5+jUYs z9(?+wcg-dD2tU{z9!?l|b6IoMzPz}Btl)JHdb|B<`6`M`0w?84X;!wR%&ecdT{?Lp zCACHH*IbL;rJLN#vE|+YhcV@Z6z_gr))D+mekI-01Dhe`(w!curuZ~+^=f1_5I0~a zcWpt_G9qfN77_|^}7AOa=IFfG(#H+#3xi-Jqu2X zM&LcDxuC@4>L%-%#D6P6xqgb$Z9Akj!b=qnB|# z2NGvEL5@A~8W%>BQ_X0v?+FE#Q_03zPD1W-?-YZ`A-(oKoWM{2=4evxe5+pkKHQ~p zTT*s31Tp;9&4(sjU-?>XICY}OQujBe$RHjycvLPlpIHq<(|38eQu}_dRePv^vlaD> z!vIIKSk1g`yk4%ZvEZ#ly*%HFfFB=$D6K4|^94R!^JE7>Ld=v7T{vQ9wAt>GBbT9fU4w@#^j!x$#=afa;@n#-nf>*rwNs~j^o}v%}FFoj+;Lse( zpo1P@1t-;vaH7|1&IwdQ5D{v@Y(7eSCA7{xxU41)-FXs@bqOmv2}97Lu$@oka7Luu z7UKY0+Q{O>Dc>N|_uROw-nwKdRU2=2$>!r}Vxyt_a;7!mo_G{v)0WMVIEr!M&tIj8 zc*$YU0E-m=Qg?oH;tN)+7xuR0^)j*qB_3;sEZMiD|F#I*rvYuf;@k^sQ6}o@wT94D zQNY^3Jg@b3c=4nLmM`0uG-R8TLb^Z;9*(1%7jQezchO0hEqxx29%1!~3xQn12dbT* z;DCs?W%Xvgd5*=z3>RfSaB*50R|`YYQ7}UAycDd)t)vNo@Z|_@u1>Idt6AQoTjEd+ z-THf}g&;@N1L36B@aDTp^}VEn1G8tl&Me^WliD?oJTSr-~thLf6XI>Q2!dXB2YgvORq$?$MQW#h2tiULHgb zk+lt?ne9Q%u^nkzq>~kv;E2wep2Ia?Z^A{d`8*+8eR!m=H8)HYwCPk!o@WA=_no<~ zlAgP}$d$0hXBLNp!BeJpq*%rP=ae`7NaHErXTMIc9_Gf}Nz!Ykf>ORIB$xc$Dajna zXROX82_HKL*_rrpf3c69wTnI$A{A@-e$GAIR%WWt8cx2kn6{+H2Jexv0?$0g&MRLc zRbdkPywWJ+a&ZQ?GGS?F?ri5GJYa-M#h%h6qsy<~Er&Ew*VSu_%f%bdUCx-2I9e8Q z3(tLF$@gXD^RLT22-GWy+rr>qF_H!3mi1JujT!Fh1-k2WIAX;ZE=v(ez7P+OIiocL zI>s!Hhf`J=vBKF4aH_VbhYXsNZ^ey^ua1O?wATr(Iz5#)1`W7;ETqRLjJ1o^l;yF4 zv6{U6mC~UT0hbe@MwNiJY-Q;YUhdpf8Djz-cdS0BZ3agpoxhh5bbr~KbcWyvORk8* zq{=SbtZk1!ro1hg_0?0wM$lc)QsxB?zxY(#j;$ef7{A`Dnh`q$lLXs27h4Lgjj9_T z;IiDbBW4Qv)gv4+kVGye5`F=hvKgOk@-}9 z_t8d;3pdDe@~O7}cr*z@E%n{v;JiW^*n1zTqt}~cZT46$4&q-qb}&uVo2XaL{EDUR zSk{^=F`xPH(xeL0Fj5`&Bm6yLSLe)JaoldP`b&p7QuIvJW4 zTkJg5X*q&o9ukkWd*W#Pxt)ToxpfQW_$o4wt}Q?#>t{(kF^3KT%S|}!B{Tej^{LJ{ zUj6Xs<=3bWC-5&u`QRiecyeX5p19~ z9yptCL%+)8wk5y5@?=V2<03Ca9_CGa1t~2d1~Av@j@vvwE;Ry;P`F1u+T-*jd@V&`_KvS{rkvAFVeN6R z=+0)0nc2?658S!oO+o)FmbSQfN*?Pnw)WPD4%u1?Is2BxNp`s6;bfv^J2&fP4_U#H zdoj4J*Pb_x`+c<6esUSGB{2NB+MJ0KOe|jAu6U42Lg>9CiBq6_dw4&R$gp#^Qar(7 z{EAC@+vj!9Qje4Kji!}wXL6F+AG1Ix`|q9SkNx*CN{(B{48!NbMD|v4&j@w$%MkAzQCG`m#)o>MYQ_;ng`Dxa}Yv04};M4BRC`dF(oUWpgU=q48R!EyYJvZfeAE zK?f?C1Gt3fGcXMN{o%n17OlDA^Qq`|_A=vM+T|w`Csx$&&ymdPMUP#+9(q_Oc-1-I zaqC>Y?QS|Afd}`jf2<-&m%1XNaYi*`NOA?-%(6R#Cl8O~{R-d2l)rjLgdI`;Itq8H zq!ji#qc_PMs@WXWU7G4AB6NOm7x@6cOr^vl|Ap0(|X$Ilo;S zY0eKG`A1ee5~#19GTn9L^>@iS7>*{&iMK+b>h%r`@b?HWa%(!?obsOfdtRD49*053 z4tK2i5%Hy{`OPVe6AllT<40kWfjjf3s=wKsy6(;i3U~j*T}vqHLH6!T`J#_Lhq$&Y zd4~1O9O1LQZ{oXBG;_e{lW%2vmkR|rZX3aQ_;UA%_f9S^q!UiRyP*21WD#I|7STwK zw|eSyiH!V)YjJ97k43*Dn62ZwP?Y8co0Mo8oHt9qgsvOH-8 zT617Tj&pC|qvue_2zJMhf`a>~?_KR|UeuS}B|C)|=s|9NLpfL~QJ7~dFx5t!5=I<% zIUBEMR*f@{GhH)qMeI`!K&`dlxXUD5n zIy)@s(yPL2E2cvizR-P-* z<4aA<6jbec_UEWq6U7$Z^}2^FnrLOa&%htf7oCwsO+1IdT;)b*LIpkM!*|P%1$$?9 zS|cPaLlpPf**VshNXI1(Whq|DaqG37_!^(`eQ7c3Gmi*VDo_HWDsv(-tKgEL?_IP-*=5qJj_n|H$1L}jH zB6>2Egtc>mk0ZOn#;cUsD~z-!?Gwmnvbe2(nb_DcB|gP>24h0H6R{8Ay{0LQFt}{V z?lKkHtQvx7?csIR#Ls!nA?8mDESDuKyJt1-QR068*)uTGmSFPn0HZvhaaC2iHa9r4 zwYWGQbT#zy74u)^R$|1?Oo(xpAVMXt?{+n_o|$%w42Yrqk3V9wSt#4*f zA;B827vQkaN3Yu!!T#{G`$>F_`@wsD^P#*mVCUxW>hH}vqv}^xk=Tc=-{c~9JQRh5 zpY!n2WMkGyd=pMIkjBnj=}Q7XCCTMqR-)mBcU1GaH0TfaAne5Fr~K+QzhaZ(c}17~ zE?u=Zh+kXcoV)Z@2>0&~pH&B-(a04Leq^em-XK$f!u=_M>frzEtyCWX@TWZvUjOkp+uC;nfKX} zwRp=CUsFq9&G~@3`%ZN^9E@DORahKN7d84OH~|I;ZV66s2s%gz8l2!xg8SewSa1vO z9z3|a3^2F{8yp6AA6$OEb8(*koZITvyLZ)1SJmEYEjBMywyzzm>DyHVw#n|t_S-uj zd*QF98P{WJ09Q7;a4KWMZIg!x61h@AiMy9*jua0U@11a%#7U(><{a|s=%%>)-Ymxkf zkfB&Y3By0-56Hb|b8_co^t=db$N(VN-Zb&R~)_BE0BX{NmP8QD1BHs~w8HI4exEhIS_5=Ti zX1}uo4ByX?ESOc&@_aM>me4jfQ)OLgt3OlX(E}!63V-!fpISH|%IZZ`&fd(fl!~F( z;B;Q@L%EVN?xQT{_Xgp$K(86_dj3%4sfX=EJtSLMgwv(Bg8qju+o51@d`ZUG`^nx< zm4XTWp5!(H=b}$4>%@<0!~TQ;yMMwrIy>d)`{1%7810r1?yrVq?P*dapxLa>-1blw zH*Z7t;7?^Kj3*F==z6tGf7^2o-W>UpIaU5Iv9$y_K=c#T6q^noW@;R{#6MF2)yy&d zJfebp$j%?{nhn?UmgS&Bb$YbyZMpk~n(a z#BH3?j}8!SN}S!2WA{CTC1$FOavSO_7g4f6 zo!#vJDHNgZR8Gu?x*!n@!f z9@brVA2}*h=_u0Q1~)osi3T}4)S2`+f|%~~Df|i<*_ER<^BQluH4Se*3uJ7X`{Mmb zUHQ%Wd#9H{mFXcjYTZoVNLKsp_y%#49$#IyieDiycRFb*)~{QpM&>Ye%=U?E_0iTa zyLWKgMy@hmmVBWu!9|%BW0};#VLeDNii`3CZZ}`Hiq2qU2zk2Lq;KWj zBH(yj^=9cO={r+LqNNh+(dASZlkX}?n9T-6k0o)^M>t+tIQj3 z7O*};V3zkznQtY-#ho;txf>Z7<&ck*p{?6j2ye@l4QW*~!gR>NzUauaFQr+i%fbkd zZ4h}urB`s+w_q*NoiZ64cZlBPm~Zn&+k2-x8yz>zMuj@%^32H;ZDDfCz`Q%oH`8}; zTC!=%w#zI05|5y4SP(5+6VuWLAVQ0#v}PoKy53+ozJ4S6jsDx7WO16#*)Xv{%tpc& z%S-d0AmGF7XBhE~OXENWzDQE2x z+g}Q$@H>^9g zI|bV@%IYUfC({IP6G8kOwFF3?OopA1ji`c8w$B$cwK_vAvhR!aIo4?}+L=1#d}j3q z4v=@h3oc~Bi^=@Tv8AML0up#jz@^{&k)qp_LtUFTJSx&3B2zb*mpLi|-Km~dleUi! zDHco{(GGk^&t=um@70iqmnqBP`FjR*_9#MnYv{%xe{EjsrT+ALCW3~6^3HChGUez` zKm2apM7W~wkk?FKFGY{?8jO}Otww{ZbajN7+k)qZQB+>YWiWc zX*cGP{^JYrT2B*E+qXSmMG6fw#D%p}^sj_>^L5@n6McBo4FMCbhCDYQBW&t(!#ijM zhqy!ouF{1Zgch4_V$p|Uj*fA43%y~*mXY__#m*9LK5J!@-PnNeE+k#R@t3z3T^GDS zA}Vwy5fyF?!JTCsm)ytCH1s{LU@_%b{vJotke6(Cq>Xg2Dzr8BALJ%1FI#WQn}Od; z>pM;(R%g)-8Gq2Ef83YYS-p3e6S@7e?TV6zX*8{X38ZXD$i|+L%uOOsglLHnWaoUrCO!^er7?)C0|k*P!%jC!BRjDq z0vkK#p3CtdZG-xx`JggD<2md-mNfb;xUWNA-TUhNY_;JMOEQsa^(XIP_DtcWtmX$l^q9~c);))3IK>CWoykQ=g= zy)MyFTt!Y^pJw~Rs zTMR$U&BOH=Qm4VpO5D6LL6o%>{huaWp!g^2`Ws(e^~Wh*)Q8emb>!0~8|fR3{^IOTYj)23k>(zVbIcM(rcI1XTel4Gz(>z& z(RW5YcX-S- zy_nE4i~;UGqoGhR!Hz`E)G=G^x5Se?f=p;>{7sipOoKZK!UZZ&<04=~IQ+&itGj2! z*=3Mwhp$$uw=`120=B+vcmKTvKn|ijc=IrJzdo%7UinXfL;DAc?y7=?{%UIpi_%D& zt8S3;AtH4EuPl32%&5JfD+pF~%Rb6=|&RSI1_hbsEdj7DIKjsA7;C$o*%Os7;|H6P{e=(4aN-^O=+dy zy4c)UVyd$c-Msbij$_`6ugduPLSzz)PbHL_(r8RGo^{#&#asd{cA;9MDnFnyz5E9? zo&_j57n^sY(6m(x%QDxgm^KhBT-mXw35;CKHhjLx{LHUJ(fGp7agHPz5d$IAZ1 zHB`zpX>Un34*lpg^axiXECcJnrs;YZ|$jy;?Z6Zq+rtAaC}f(KfE7hTzu0eATJon5AT# z?IJ-=B`P@`+?C}v>7woPiumFZBEEv|ulgta+cGUTQTut@B0Ha|>=Q|U@X1&(a`90K zH~WFNjjOX^i*O#uF*9p9Iw2f*=V@hC8aF1yYnofUs)PM?*7Z=gdHiPVU;V_6a9e#G z*NF@ixAce~xTb{JZ9Dv?Df33PdBU}Sac@428s*!o2jPf6gRRVaN-|X!D*z)%v_6E4 zE@(4QhMSy}T?_77*rVL)8dj~QAXL=?)-vw9SeA)WI7=37T=Kea5cV1blJ;;G$0<>q zmLD){;F0xdSU$Bbd67%-rNk_8sc7zN78bPYoNE^_S0x|w z3#?J3kuAi0 z+-`#f{*|r?FldQuY2rVKghC#z9U0_o?cyd@L1&yL=J|($fG{o3`G$;tDz2K2PG6yR z;E0=toAQ|NAQU2lHjz9_5V^Ioui!bw%t0R}=_O0xWVYwc>*07bD z@&SJOS}W1q9;sM1QtDnIJP;wA8*K{`nc~02KUR59eioJC+XQ3O`iYn9`XudFXaL;& zvio;0P{(Ft3b~%@{Dy~fmOApw!}>fG$kwR40BOb}v*UmTyFr1>sllAZ7Wz%-BR)Zh zT*4oxK*sE?c-sNVVS~1{lD=YCaE!aTCbfIS9R|s;CmkPcCHjfWqkL9G|S$tpl(5JzDcj2Hl(Pob@Kp zpSdoad0Ta{iZ)qii}#_KXCeB^o*6TSt}b%=*tpx zV1dKsG4~s1E8+8?(llsfzPdIsa+!V7P9F0h?ARoz5-HfOU^pT;(Q<-yIYkK*`4$VY zrq2&+iDtSD93gD$U}O8iqz}t+Ee_)eic1b_1_nJS=tlVXH`0FZ*r%(ObhvCMSgkSa{}qYrdo`c> zXOIKW$8;$cDcs&xXg`8+U48|<@wq_S1= zs*_ZKViu6e{j?y9wh_~mL6N+B52xn3$mdM?1);#cA1Mv!BVQ8rU<9cmJKkRswV?)z z`|z#2xN>4Qf#8pVT9XVS#cGF)ev}=@-lR>`jBJyfGJ;zD*DO3ZZXUC zV>8<4^qyS6BScktAk;-e!{ zWJ7uEB&y-cb0WDOAH6Qt8eVguTtmH6w2x=#x>nxqS`IxOV?!%mot@5z5=uUiyYk&` zi6WqPr36PHv1hNQ^^<C|rgPz1YF9)n&G}pLPFCwk z?d^&`mK0~B>G#L_vty(sT%)@|JpMsgLRXo6$tWuZcjIffpGAKy`t+)bRZqdp7xRJd zR^?V{H(R6_2GxpEmIaE_g*|iUox*jG6_hh?60@BTH$9%q*A@TTot@lQY9TSKzySR) zD~^~0H^;$OnInnAUG@o#x#%vl^~t4j!&>=K^|FO{!L}pLrEk{1zf}Hk8!{+l+JeD} zpg&px7G*d=Uxx{WH@XNwTjk1-f5N3f_4RqJ59mIE#?krzmJ+rd7=>wSR<-7i{%R&R zhFt7oXi%>2FVGqCs#8>5;k<}CIJ=3)DXi$T*das#t9mSu1<>N!FOjwZYELQDx55rM z_|JG5bmxW6mXstiCAwY6TP60uy}nmTm294%I`xXGtITsD{nG*I{?|%!%yGVD&vcr* z;Vd?G@h7f?&$V9u7MhC4_R}O7GE5&@xxi9P>l$uN&1^2&+HBvaXSq$c7woAw25_i% zbuI^HK>>!9Wy*UkLj3j~>C9uUe(mtSi}EU$Bv+|>6O!QRefl*VQfpgSxXYos){;K( z{%zxaW@tzX!=z3rDh|KJn;Vf!S?pZ*u#%(dMY+RnM#-SnIV>{`GiU{4F zf7xj++xPp;bmaN|R|>O@kCVWFseceqh21NE_6%r;Fa&&(vHlYI<5kW4Kiy7mLYs_b zGCDGgCEKQd@ayWNEXm!I()kc8A5cjH1FIe(@$E|b_VU2?mud%Zmj~nl`AkcdGr<;C ziAW9VBRYown`>!$xi49tg%z2MaY(HBwL(7Gg^bOZ+A`Yzq|DNyeG@)Ce=PI{Ebm*| z(VOWg(sw^>4|gGAp*W*BumOrnU(s-q7W2ptz?|w&DyF6WRdy@ZY>?WmVYRY;0TK?n z@jDCjAdqnQ6}rv|KhEmMwZMTU`m$v0Ls;(}zU08S+ypkNOOV~tB-74`Cob&c^7-KS0xLRT2`04*2UvNUQ{>O_7Az2Q8Q%c ztf>6xba@BZY1s$W&_9eQJ>ibDt#1eDHnlI))I^VMVUdo;O9obL%{Y`<>4C>$~Z1mRh#u z?kmyG9lL(RQ`Ux1@TmGO1w}DnVVEEOtCSK7 zg3__lQPlIM=&f29OSGqUL;<8qo2E?&k)(ClM6sU{z62s#&$RftFbQYYW}3Lwe}tU{ zo2oHNPQIIh_5a@Uyo0)+8S2z6{M;lolzLL$*XhVh0)H~cO4(G>KfQill}OC zbo0T|*`rZQXk(x#@}*DIKu}0pj+1yrs`BYTnERePIDbJ=;PVb;Hn$$d$&G7{zA)}t zp9a0>Y z1m|RG)7v|N1FJd4xEK238KMmn z7(DeGY#?(+up_>~%T@F7?X9ko&Fw8x{-kqJlijeds_E|G3Q%g4xaotvgqb+sua<&w z!%{h$t^-an(W;?ijHNI(d93RN0&Bi8Qr%>^B@0Y|Sj2~PNOU7F{_Kw-6riqObrBsX zw(Xuk3JQX&W&d=iMv9=z_33L2U4qCIMMEph%Z4nLF=(}mK0;{K&+=Tkyg$0_W1a^H z>Ibx$tdk|Z!!dLaOGjST^w}$Q_>)xOo=How-Ca*DXx3$h=0~8~$#02HSt;l;SR)Ex zkBbhv$HX&v0|;ZtTTsL=C2qaM>m-b}{`rV3UFU?pDkT4(!`f<|O98u}@Fp&JK`#(@ zk7y0GvAL3E^ZOZ<_*55H_041KvT8%tS<7K}h0UMYt5fF~@|29qhmRc?#!k$e^15g; znq^S^EXHyuA;w}{YZr+<5bc||f`i4B=PCGGPm6A1NHJs1Ud>k?_!G+97hvPo9Wju2 z_I^@I-`D;|5xqHQFo|UOX<*XLWBjqxCq@gy`sb%8F*lT>bULU5eHh8rHa-c02!Vbj z2&P-a)(b?=cR+2IK#l3qSf!pMC&R3CXxPA6dl$nUFT20YM)EBjk8~JB{<$OS__w0# zNYtru+eNst-ffwo<1M9kqQ>Z?qgh!=L=F1LP>-t(doGEdMUR7{AaeY{t8Dq7$ibXW zMk5N(-(*iUcvMpvn>k*va-jNv|JeL~T>ofR?+lC64hvXHHXgx;y%Wo>?bL~5qbxWd zV@;JCI&$jwr;!6pbyK1Hz&8#2QCn-?(_Ki{+&OiqAtK#~^UaNSeEj$jl^!hrV`;PJ zT#YA0%2}j2c(Tq*eIvdfu3KC613H&d^KDnqYY<fRZl*@-{uN#h`c#Vt9#o?blC7e;uW~Gu)eFKS#?zR+X%m0e6;Cc`i_%FdB5Hpb|guVt%S_(VEz7Le#C3=#P*!Uxx+Sm$RF<{r(K?ZjZhky0m)19-z_Tz4^ z?V`9}uu@|qNUTOs*Hy$cYL^kRB=QzLv^Olo2BUJV1Ofwa+Kms`uIv>o!8cSwGhKEL zY-a-Z_KMB6$F;~OS{;fda?hldy`SxSiYxWsf>w~AC-S#4%ioR0IRlPAr{f{2oHnq9n z*&xAUO`Y*4{#_=BS22kKn|tb9!aGvv{&HVZ+J$)TSuq|woLom}stzaRQ@9&9-?-Ct z@x|RzPehNGL>Hw3kz;uL1qk(BIXqM-h1xAD^-%QmLFe5HD+OZrg6kk!y)qoS&FHgF zRFL>AUHF(V*`2Hlhcz*)hCryy1a?{UAcGj4$-?maDw8rDwo>wMwS}z-d`PK(ABtMP zIX!jNYJUp~=h$(o$WGd3X_x&zaj}OCP(K+@cSc;;G<*Ej3SbeHC!iO`$8p$n)D6tO zv>HYik?da0H@3JnM#Kj(er|}7FHZ>0YW&O{2lmJskH~1)EAbbKTs7Zd4G+@dA$9NE zs*-!TcJO-=Rbx`Y+qqMimrKJOwupX-f?-L8=-;YwZVoORo&`^Z7i zd?jG8RxywE!8PB3RdPQcU6;{Qud5iyQx)XtdiVMx8Fk)W=xqiy0&qE!Dlr7}bs;LA z-Waxj7JH?e$|ra^geg3a89iS6xZp_6USNL!0ILOGRvh>q{rn$(F^TT+;@eWpL;M~t zA&=)4FA`6xBQcOiBVY2}5%Ox;TZfkmvB&F)=i8j;d$E_u`%uXJZvJDF*z<+hOU}y! z#L_MP0qS?T$?>u?;P;Yp9YPzDKK8fj)EscPdNA?9ZRqg1P5cq%c}a|y*q7JwIl1!r z;po6)B&XQD)0zHu__v8(FQj3ETuDxPyin}rzSyA-LB7i6xvD%FQd39tS~<(Uz+P?@croht8F!}tVP{L)j5&R+vu6rWyRuslzzN#D&n-4j0V zlb&*{QJO7eLuwB_~JxL)+A&P@I9ZOjxuno zg#-U?7sW1!Q4{RvXxL`2>EBbLavA0|hpRsVKt9g(*3V!(mdg?oFTyc-r}h2uAv?6$ zzds+SN3-uksk7b8K>r|_ryU@SXA@kKLqKC=x+jAF<=O9%;pv8Q$A>wN_B=+ELG?5fXVdo%aNLWpOv#gaq4;+`z`Tueuv zlbgMXtow#XYsg<|F%Q2m+qgyu>}7Io_NDLY>*Y z;K|_0XxOjfWtX}=*anSo>+XNJm9IDdZ^&*9f2`f6d$GLWFA}T4i>=Y?=Qqx#rKe;mzkG`*U!ZAejogGtN9|~r}dI@VRZQNjFjmHxuC=) za05L&-75PbHrJkRAI@rMpa0G-5dgapE_ zpP&bo{loQAY2_gj)?aYm>JZ-2hgM>S*8D(T)*@mkJy`V5N~C00P})dHR7)aKOsp6x z0DtCC-j3L&Bv1mxGh?5M&vOS!7@HCFk5J!|5^x0HwhJ}KQN``zbhfa}IZuTD27$KB z<>vAQUbvdc^?Gq0oGV_I(I`FqzsKJksGSS0U%&atg}69w4J7wS2scDJkp#R8eM{jN zvdM3sN3j-~XqoQUeBTki`C#}-%zEsCz`C;BLh3$c)AT1gwTQqFg^cPA_^Igz!5kAd zr!G=_OGqLRbYn+H)w-q0CC487^h=AIz+&T&eLyt?NT#-q#8>|})Vq2|fY_BY7kK0j z^0$X%Vx(%%hvqZ3b-4XCye7mkoBV!yL@Ayh%|Forc%&0*PSdh_8%^D5P}ruVl?)?h z?3iqjYroycJHc5UQy*fNKIIs3M|Q}w2;tUv%Ww+yqH@YiIGw2+!I$Q3%Q{L!Jq=v6 zrzA!46d=gYQ7@tHSWfr&I6Z%u6LQU}%>E5>{~Z|LPQjtw`6efKE`e=30y+A$Fq?7h z<$X@JDBaimzH>SJAD^Z5`Jf5y@7&w`Y1>$q6SkU!EY?J+4bjaD!C^8#lLG;a=4Tgn z(nmr9R~y!*O9uJBC9${}G<@D6lm?y-Vd1wI*|d5{ZSrpP(`5{XALicM%j=3Z^t{D& zSmM^@I}`V&Ktij`jzfGf{8yXZpzLN|!b;?ygZIxeu->cIZ8qat&`WVSfAwuP-WD;Z zH|ITroi!h>xZBdO;opzDJ07OprS5a%U?I8hWFNJy?zI0ZrPUE!;C}VN=U^w=-yVVt zUzleYxhikt2)2fL|JI`FuN9#ZjgV&5!8(LjY)#b`?MQ^Jv&|~8F25Jm?han7nYmkU zv^H{h$|_6@<==AP?HZUJo)@t-8Kby$oS}NAMkoC1o4ndfeAjiZ>D_z|3OFONK}ovR zQl$N@u-2ZGkfl~M5{SCmMr10xk!O9FkKkMaxc%nwYWTq6+>S7qmCS36K7;C4T7%ih z{Kk@25ORDo4aBWCYqP(~ZbH<*AQ=_(ohvbEXm+DZV(~tK$D7Vh(viTnl?UU&nOKI=j|!g*N5njn$^;q5FdhEOBY!#v&^22FB}u1in-y5Kx^ z*1*2IQo9Yv(m{NXf)F&76!2CoFqH0Z_UfWP{=}m|wy$l+UMbWlz;nzQqx+^8nX>Tn zreQ$Cg!hk%a|z%^{#fWZu?^lPmq}vSP!~=|-X8a{!rq35JEeQ*T=cw!tQ(}$iA7@b zba-NDqv>EiKHOx7ht0X}N6UR;$}t+c6fLbQU+=qx`bOrxxZ>w*)1XCs!vt>Cu}}An zC{%lSHPF=#2jkRAlP(;W82l#3i5~eBpKD>jd>R}1!s5_Du}>ETW_22) zlBt7e%7?Z4vjYM%{23vd;%QAO`yloRB+5=pVA30pgF{VZgK@prBi4!oR|io{FF> z0Y`H^>+Aqea%6+u@O#Jov3wq=SH-C(YiahWml&+#;i8P)VReRqm>ryO(&bx&D*t4K z9^>_+-?Ga{+ip6Upf`DH%#1bOqE+N>I(Mo@T7w!bVsR-~0zrdA*IgYV7d)una5%+X z8OyYkgai!ey=JfLeFmWKbT+USRbOdbQeV|ZcGkj}-&T1Q=uCbL3%kG#ou7}{y=D-X z9N1q@b#ePOU-R4j_hk<$w;^%QU~k*;CLm^z5fn1@8%A&5w(b1to|Hu>x~L&93L`3x z8^a)DR4H0kKW5WLp!u@v#em(EB1v38Juh5CMW+|MjiSRD-Ngh!gzSumKi+-ct+Rq$ zpeOM0`i`#m|7RgIcH3Bv!ZYGETr>>b)gj=>Rv<@Y@?5mIsfR!r5B(-6JKo#*J}KBy zDGiBuf26aG`tNhMCGYTCSDmZ!PG}zqS~&_=KYldpnc+famNNZ~_MuhiBkkEfmX)BS z?Fei%;5qAkUTQAg-_DD^KJZ3D%AbD`7r=2>$?&Se+*2$z#bkfBKyi1vFa2(&jGcqw@_u9jO%0}0+T zM<-WEVrh;rB>L6ly2s1uGx2u*z?Ks}lfX5ey3u-yJ!NzuDDTNXT}e zgVAUhhjPSj0lo+TG$l2UTsL%oKZL@L76fmU#(ejl)+J-^!i0xE)L-@&FpBcdS5 zgW*|i%kJR=0Rozv-sk<%DT9h-N1k4Fv8(Ok3C=gxf0xRHF+S-`d?KrjrN)$40(!Y37=^d(PDzCGJKYvbzpjSdzxmnk&3?zGclu6o%J&vH zcgw}P1dTZ1`)^>zm3PpmL68k%0%(!vh*4?D25QDy25Qk>IgCtcE!}?45WPDy5bp1fKL_+{(VUf}@jBM-cY0 zc&Us%_Cr+>Wox&6%35Pg5ypzF&y=(|i_>)C`t5eyx=Z1Ln+7>Wo5?Yo&6>s~1aB~1 zMiP2DT)Y^-u{kqGK-$u!LM(|mefq|=e1kY;XOss_y_w*xqo;0jW~VLjb`Gx%cDKw$a`)q}u;3C5xbb`^3v0g2R~d?_3BhTi?AuJ% zo9!~VJzIZwo<)F?$L`&8m5RueJp;90U)grkSKgtCpOXnKfBjJIk9jg`@GK?!aT&nj z`?tUPO9`J*1RW!ydw!QU)Z>ck#HL?jVkaMxGEE{lQeLD#;T{f4`kg(-vXsF0X>nB{ zx#tp;_f#Q>oM-6MwGrfMJ=)^Th~==Sah&~|X1S57;vc8C)$y=LM?nQ<1mvi>-PDy_shG>_bb5f~wUs0mc3#|_QofUv<;noLfWj%oc zT_HaxY^H7`me&H2nyU7wym77RbiB0sNrrGikUXk8^G4*z{0#N5`~ZT7dMYrUOf-W1 z>ezWJ?)?E4Ln?_Iy|g>S6%o?M9fSq1+|SWgQvR?Uja4Uknn0pzO(6|NF*%G{x&fB0%xDK1y+vq-@??0JZc0YJI4`)W{X5Uk zr(kFp<2=K{dn_Nh>x=9-z<-^w88{;?n`Ncp?y?E$F|`_$RXocN>v3b)wr1eY8O-qH zU&W!8{-+&AjIq4G{=MZ_XgkeCvX|2k6#*-GyZ%{Y2?t=De8+BfVxv)_$vK5x{2PSlr} z6LS28LggU*BhB0jSXpEoIbJvxScbx|o@zV;|m*@jDCXytG+fCAUW^#0M^%?K5d3G5Ilr*iw z=W><;?q)|~;+wUTAA7dhKE;y&tf{5W5?4cjKP2zZo8|8d?6d3lEH1c`^}q zKJ0w?X?6OfE9)pe;;sM;Q|fkh!Rj09 zDna_cOOG}P(t2g2b5QSLJzt)?8UeMzYE5ux3*+c&jzbdv;@CIFX|wa*3YGQX1KS@HV2ROikHgMf!QXG5hKcvM5+$;qJ~wKnW;*0I4{qFTWftcRq7wB{lP{O{IXZyxopf1M#d zFVkD>#)s}GHP*p4fqUD5(bvXGYh+_>htjw-_#5&wW8`-xaC4d+X0L9?xGJ-d#hIz< zZ(tx7hGGF=1JN)d0=kMS=Q1K$K6;)OXHMAQ zB^vd^N}Dm}fzJ~dbTA&N{-8^Z!}e35k_P7jE_nsp#C&9Fq;$7f4_3>`1~!heE@R)# zWAj*fRa2*l#BVJZmf(nG9_kOsuu9EtI?M}_@VQSs!O>3z#{~_lf{nGLP+=M0g!|+u zm>tIYK8>-Qxvsr+yB_Xe(#hRcQ#GsTu@g*B|7ZR$i-*b{Rc*#3Ql|1h?0$+V3@hxJ z{--4BaR=gem*19BE^MMnYV|Qh=R1@7S^FF`*BYmZhX2dBgg2UvfNGi3OmYQd{*1pf zPlPmqlX=w(JvE(A8n1*MX5udhXngZCJS{ccH3J#q++r?C@5Z)kla-2Sp-vP=ARu?o zvDZx6M6io0AA1BEeP}=y?}*ouAn()xHEw;}c5iT^DCX_F&}?(6b+TAw^P3l@<{&Up z)h${5f9icdR4J~bAKX6rlwn3n3GuYpS_cR|-`HX=`GeR8?dLa4)=D&D{~+H^sQajP z<)s*%tWl3^PnvJ6B!?vs$Ty+AcOcib67yNPUQN=oS0tdp0u$}x>f`}HCuS)NZ}#T& z3o>!2mPKeuT|;bJ&7B?JrVs*&Dyi9``#8k*?@=1QXyC@f$u%50j7a3(I8m$59Az+&R zFH`>a&yAHppf^WN73Za1?ynNX_4-_Fs&?8>MS@i71338rvO`>d%PK?=*YD~`+Zfdk zY9fP;;*i15I?DzOqeLacF$&Uw$1bAV=S_Ah*=(S{jx!hrtWD8Sws@b@pUnQW@;m2p zfw6zQ`k@BEKdAIwOn@dp+{Ce3oDFC@GeaiWgr~^#Dbh={VW9H}+-%c**F@jy4goWm z8kbrGX%Y*B3bIuXL?@7CFkRLAUbY}#(s!CmS7mOUqJ+}6KbXW}Px4EyoAcf+;&8vc z(;n=1fsGlq8}V)io&MIFuRTP&fr_nFZw+?m_nUp46P4qeGFR@m34|(<#QAlJ+aRq zfcMPPJB<|jhZ*aw-p1zqJ3QXDRCDC#byfh&@}OPGfjLCT|6jS4;qlyMi~e&{>Q@yj z3m#%O6l%O3Ri=rci3Tkt7oM(FlUEC%xLX4N$Hc}jHpR$`{(vJro|Lh_BJB?~#Jg`{ z?Tn6fDe`k`5_F*E`QfpZG{s`Gr#<4~KBr0Lp?emfCgMgY?EMX^1JuAR-=TZ~fGlHE zneh9*bqrPdG(0BO+&Qz%p(R}rALk$=7!b zth{S~^ctPTdA2L__y6@sw2{_}n{WR0?QwQU78_42yk^1bPuoH(xPf<`8Ee9wd+&&d z7rmIgBw1})ludB7zDFE0ebfKQsODcSQ1;2QE$;P{|PiTsDs*9*H+ zco$;6e+j2p(DRM=(b}NnJn_y?pd9)$?r+6#KQ#A;r}A!scl@wAL{vXB8T4_rm*s~j z8<4yCb*q*6=tPTyG)^x!ypq0SX05$pL;F^z?yQ#-(}PzQ?5Xis&lY)^RC}&iiv}eW zz8+g4+9?fkoDb^rYVJ4+uS!oKH5ain9gGqv)+kp6x;xJ>gDLXb#C!tFKCw%;?+E=kG9MF2lG<-O`8N)3C zH;J8HZNOpZKf^F`BmR7=%(G;c(KJ`REv0Jdm5(ex*TLxd=0d?I&+D?c{fC;WThYc` zY`~O9u)`dHIqmv5vRQR5kW@3}C^%b!%~JGIID!9tS6^`7ZEI|Qw)c@PEgI5!g<>`3 zeCd6v9;Dp+t8`HcB^5RYg>{qmS7pi?I-gyt9R7)fzObTGTv-lS2ar@*O86)7JL%*c9tR5l$6WGA_ z{?jq3i(G#;k@pTinLw?KTkMw5$w9Jx3~pwbuQ74CCx=vd)Df+ior0i3nAEIv4E1`5 z{N#g7wETc0=Iw_nrLS2YdpOg+oth)yW)QRIz*G`BlBkb+cd+FlycHnx@@1{>)8Ybv z{nquVWlS2PDJ%A^b-y#rXl>Xp5YP5Xmgo{Z=VfFc!6`+VGY@wx&Vk_?b#BiYKL~#fUMLm$P`z z>_NSXV9;8x=X7@L{S|#C0?M-TV``#bk3)$Kn<@F!wy0v0Z6cf}OLTUhdr7?*?_VMU zq?$nf)kbT{oi+H-gd^4d?;x%^% zS`v9WI~nG2-gYLhX-IWaqRZE31=*j6^dF5wflin%VjgYcuj$HMJibg3B-y&73Uw6D$s>k(!9S)3RQEzw6E_!c-R zmW8f=HelT`HpsUJk)!=`?bHIsk3?}#ERNp%K(WdK2&KcZK6dx2b7^et#F$(2Wedyj zb$Qf%5xB)rQSc&d5myv$I|?&Ejvr9}IG$(f`F-<2FQu&XryDIWAfOR}1pNZNgP~3~UZS!#KE6&_?&F|0NN1uZKYjvT=&B4>Nbo}~KvfX+; zI*IJC!EYQ9{eY4)Pe_IRl}?(VQ;_vAzv&}VbMtBaU~iee_O^2iY&-_>_L!2RL3+3$ z3p;Vo;BowP+14Tn(5TPoJ*Unn?P}^}OagOrZWa^{=bsn|^eI>j=&Yk!CRhOI^?Z$X z7HoaI{roukk%9<~6s>@~sl0e36z-vQ`%Zwg_&~W%(CFcq_Wn6E$MKsGfa0h3u|$$h z=@D8w?f^M{jFMYjmVToq-NWaLR6<4El@<^hPC{G=L?twoP*p0iv`oM~aOU!Iy)eI-9^h-Cl+x z0r0^VJ2qn1C@n|@TO=D9920d7j2S#%*T?2z?$=5!TpIVP&YWfavnVD#gO*VrPzqD@}VQ!DW z$h@M8)Km_+U;K}IJ&`9Aj?thqT$wYH31E+YWwfvY(M9bMN;2{>3h9;hdX0 zfJ5(+bZn8}GI~`wXb&Ps#iTjVA2%1FPwju|EOM7B_Xq4ApY788B190hv`G8vP7M2c z2<+pF^*DYTA(6xs7<~uwfSP=r*H-EJa4T$o=QPl@3+cH@Q^YCl$2OTWp@rKmT{~(u zS`b9Vv(%=c9K+|lTOO9_@H=h8?c(~iB&wxut$3rlRo#i2@(p{Nl^CzY08Rdq{2bbF zboKWqcYA^q5%`AP$BDEV@rKj$`c$A??3BMP8C597W|8nNU*Ed4K--pzd#|<2BnMw4 zVD1N@2l&|ZSi1lZmlwp*JUj~N;`TZM*5(=weW#9JRk?kuQ(7mum1fyJ;32Z`K(ShX z^ymJ%wK&#_-{&fYPV*CMpud^RdGYMLMY1s7PxKapK-)!1CQfed|Q_oU>dciA9s9(I79sDEwpoCZW#DZOHID|*2xc*u5+YtM5 z=$+og%_zFrpIw2U#pw`d*BVJo)D&(d>dYgR^r#%?c5%ldfO((o+4$t+^K$vy6JMy` zW&K^Z)Zk?D9?DZsb%~Ww(QK=Mx*_w%y!ehO9n@A;ygkGW-AZp zI#KqD*+1?4Ure1@k|nv0L$^{ZNYgy*e`BQsf_~$p&8qP{6}ob{!~q0z`Z(Q=d3=Rm zz%BATF`aMrh<`YwE!KTL{;bneZJt(3UKLfY9|xT9U-GwhM1FE`qUy%!IcB4n>oHhN z;4KmdOZ{?|&kM;GH7f|C7gzGPzC*U&!2oWGyBCE{)|@ z7^u)%>;3T7Z3HwzXEDBdAb+>$zUI~zLcAv`s`Re%+G-GX=XL0TBKd9{1qlV@m!f?m z$02fQQ*>a}-NfHNZE16s6@fb8Qz7K%?Nh(q^6x%Fx8*r?hf9UQpZ#!l;&bQUMJK`E z38j$V^Kj>VPble^&$n5{YI*PL9kc0FiO-tvg$7IsKYLQdDx}WdJpK6-{M{L9na`^m z`FxEY-waQcjD0E*OM8je)vn~b0xxQBt}lXpnyXBl&Ji2>#rjqxHe0%*q2RWiD!m(n z?mrY(up3jwWs=fVNE+M^U$xp@8E-v&YN~X%`t}?21D(d-d&^s$W4`4$l7g`%O`mnc zs6QyH@*Jb#nm(SU201OTRlS!Lw9RlI?T%VL&w1`em^I5P?b`PmD7JOqM!IwP&)hO zqt>6z5s8||8U+n^EULyL#yf!FUot6lB1K~_k597Pwc@tXAZyT`u5ay zK{YVScurRg*CY!bF$y7?^82wgH&ePBVVs@cGojoO6hus-V#3wK=i6!y6Va2|_5vZ> zFEqQWJKKZ5H@@{ji(KU5N#R8`28$@&9N#MNew=6=XPE3?sA6vNVzfD1MlnmYdyiFq z+r=?haFmuqk70f(FyWmPi-N7Ajc=aRANjm{zsspNa1!mgNk-Qf{mdS^FE5|Vs8uM? zAbgczR&gM$(1#U1<>2b~(y444e=n{$boFk4rjtQ9O=x5DPqpVWj!cQ)`WqywPW3$P z2d)w#en-d)MEwP)=F8Q;t6352}h-+8)Bvc#b zBeqk%F8TuF)GjqeYv1d_pvwE^I{&Wc38lp{Uot2;ebNh#K)%Z_h-BbU5_HB){lb&; zFYmjkmOY?QEnj0{|HpRd1cGBZ;m+1$Zx;@rw~wmMtJi^4bJ@m;rW}91Z(aR&59FE8 z&3K3XzWIDn`iR#%_h={o?nYN;=JVIvL1)DbS_eWuIr^ftcVy+>1*1z^a8sLf_8{eU zCnvdxX#3m6+{-^YIS}$Cj=pk|&#u@zC$s0wabOdBFXPS6{JVVWj>E3;TT5J$6;?VG zj{YRTD`c*B?ES;%{iY8?)|dU6R>};#9GiHm&dTX#v;r-{{iF57R_-JE(qf;AYD`3;m zG@qx*c!}9x)F5x-l{zoIEruyM9fH@6zP-f^xlG}$he{MNhu**WJgYkc)lQ}bN^Mun zhK9m9%Qu5!^PQsUm9rtVqm%+iL7N{=;gFAIy%WRljco7yO?E4X$2lkw-FVJyRLu&f z#dN5G546K(;!AC)`LpOA)MLCb&F14V4^xEN_x4VH@cn)*-}uQ(YegnQ_`6W;486-b z4{>nhgMuynE+?wq}q(_v`zr%O8#NRL_=*j3#edD|f zyVxQ`GxE;F(fp1bt8x#+n-<(YjZUPZ1Wy`h{P#{vI7{~%orr`(LT}S;U+KhuSNGYA zH`a6bcOVwK?@|Exo_{Btv&fVzmHy#xMZ&~*ujlmqyMvNkzZI0Pa}@^tW&K6;9-4T< z$sOf<2s$NR`mh0s*E@cARaM7CMd<_u1iVY@&6{D_lE6Ia*U|JfUGpb=epMiEzB?a( z*P$44+@Ps3s>jhf@w?jhw(s#F720HOx(oby*w=jYkf{N;v_f&g6#Y^9^M)EmbGY z93AeR`ex8c?47;&Ysd509kbo_ZN-{+oyReQ_jl?y{&Q8w%njZm)(VcQ!H8G>?#8|o zAI0+JysTCF_dNVAAEua9`EwhGtWQCecNjkEH4$HPiI4<%l?EZd>P`LJoc()AN)eLR ze|N&~@$wu$U)yMJemH@p@TcHyeX}X2Malf+9BVtb8cdCN9N`@gKSYalpdJRjw+Jt2 zWIj|)W2SM6EwMoH9x0gaiL?Nyd52U9Pdsbt!_mIWpZn$?%dDaYxks|S zM7}Z()gZ$9v!XYdIKs9|%ZZzt!<;GMD@}9NV>4fcV%uM?UhemN5A$E#`F&^NC^Fzx zl8mB_#LDO2Dce31H@z}S&8xCS!L<+lCvd2hB{myP0(Or7uFzV-7<{&3>-~GaMLp2F zbr2rR=idqKl;XahH-(gJxEESY*USgrx(_fUS9|^NQXIK@$6)p5=}Hc`n&i0)W#uaO zGLj#=kEy46KFJACN6Ojx{9ADaD;L#-pOf1~He303wI2hgEr%&Z?63oX7g~?iMKgAP(wXzPim*@Nv8yZWoEm_`5aq5lu;`^_#%bsH z;whLjQ4V!bUF})zvtVLiWL^sb2m%=*=kMr899yov(H$YezotY zFZo+56~R}xD{jrr$KT&9ZbJCpTG|Xm(o5zC-X*?$>sBi8x}DZrZ`vf_H4jc}^caVW z5ykLt%T`~P^i5jld?(egtqID~g-nFucB2u%klOS8-WDbH89iO*bP9i) zYJ|&DBTT%*F(*hg$wB zqGv zir7;wX_TJUId^5DHZV^#H zCn>+%ayBakc6o`_ZeLM4+_@t3XsY3FOWN#&75Y! zgVVz;S<84c)A%!Bn(w}gY+SDKJ7I6RK6hNND!lqm$LBHo5u6WVMHFp~oqIv2fp|i? z%X;5Ae>y2RF>zNP`S`n9S8g?u*ZF6QbqKY=qjKh54l3F@j%LBgIEk;&P+5@lZaz(o z+4S1LhxtaqI?W*c4lPDKKX$ZoIaC`&IWRc%RTpE?-}8en;@4qwwbkiT}~Q^s)*AJuyhr42QuQHc1InZwVrqhvQ~ zF2l5V_&a5yW_PLw$;rhZC@aP$?2|sN#{1~XTW|cQ?Fcl_zq?IVGS1ElI*y+2G@J@< z11@_0tX8ee!OI;s_`plc$a*=JL<-!!GMNAQZJu{7Nwr9AcWznvJlb*PGc-fKCGZli za^P`YogD&}H$O(7$l#orG0$g7#~pvRI!ChlJ2Lq@AKzAik#jM9NeZvU*BGqR^WpHa zv!qK&-N0$?zyY=)E|GFc95L2->jx>9oc>Z@f%w+Z0m$)JSG9wTg1x%Gl?{!TP0m|{ z{Fl>zQ;3?SDGmK^7(`bcqL(~#K2KcUQD5{uYff{Z9Tz36_4hC`RS~Os`_FG2miq1U zyM6A>DL!9i`h$aC;5Uv%9@$H9R2Xx3`f~XgA;HyhoO<%lGzx(fhQquxmXm2 zv}OPQ;m?GuCTCHu7j`Ci58FuV-)GCeyXu(!Lg|{Z)`u4a809; zbY(68z0Z6^K_gi?@wWjZR4ds)pEyg^GdR2u)Df9Xn4UIK_mGi1P%=C%g^YrBA9#g9 z$;(64qU7QdYw*Xw>-xqib?%ci{kl*7RnEc@o3f&$R6l%BuPTAM6K$QIT?KVM?Iqaz zBk=>-Fv`0q@buE4o_qMfxIAHnh53C5{hw<;8^xb;KfE=cE8Gq?IpCYO;&X-F{KIEP zw-LMYubL>FMMUix0lPV2ayWY|KP(a=HUO^V${&V~kVBVHC=OnhGAv^L2SX_5Ev=Y#8!oKm>XwwG{J-q&kxH(9KN z--h+=(1?Rg|e5-@UVKU{JlKnJZcQnts(o*_f z;`4dbBW6QtyzAR))E@eBm_^xgrlH{$hBiiv)ke>sM`3&gPwG zd#00l(uwU+KjEFW+VAgne{Yg~Ucbff)lD~WdRtnUH1^vO#ixPXG=G5S3p&moM;==~ z-&HZZh-$%MN_=-2!kZW&&FYPpquw)NIJfcr-GX~%e6PB59H~~DUqQvk50|DkZ-xFY zk*F2kWCfB*rEzGiv)TeL?}ldyY+nUr8}_Wn+sKH6d0!6w)rUKEKXP5WlK zbMmN0S!82ZVX1(i&<|DbBHrsy(<()d^FH@cB*kNR?w>X3Dw|`ZB0}4 z_v^!>WOIk8oL9ff(X|V^q>dIa=ZFI`lLFOz{Js6_hz5;d&;9Tz(lN}R)MggmTJkgp z&EFD7C9Y@Mc$$`{9)fb!QSQCbDZ3TvJ%go`TYCNyQ96x;gnpr zcT#PuY0Wu*>rmi8ZLMdaDmdp~>XOm=UL!if{=HNNgjy%Thjr}0(M_x_Z~ishIaZGs zbsLvHI1$lneCvLXUscP>VKx>(I52P*s^N8`jmZuT_MM{>rfEK|AZne}@--9g;_=DfuzDm*;q!|a;3D4H$q?v9&Y&&}y`@hc330t%fPjZ@vKn2g4W z@@C=n7B3Gm`|qWoFqmTQwS{t!a46qCImbCAmxtyFEv)oIGBKZjHu`W-bJ0dB|1Jz9 zXLV>t8!?2f0)x84%P&|QJMpC}UR`i1Wlo7tX&$O1iOz{1K0*;`izgdC`X)tjcWOG% zWR8HhzD>i0))b!>I80{ew%Y#SjddMmUlq<|4o`qNq7(e(T%FHHOOjB7UEb zHiE%Jxoe)^pm^x$8+?ZQrl!YX38g)FM0u9ZS3HjeNRXC z!?+DkwAK?$U?PrtBy&pQGnz&t8AkKl^T9J5T*x%ze7|XsJv{!aQOGVh+H31WLryD~ ztaHEGqCwugCys#k@ILFOCr)S7^zzRwH)q*OG?jR-kcJB9dwxjrRjRWz4bSP5!|%zE z+jhRd5!Z@OjcSSUJ^yyB&!_hdh2kVQWIwk>Cv7tFl_PX^bUfiFdv!K)MEB&aQJ0TD zRBJ5ohWkH4Q$={K+s+sD%Km0aX3S=45*J7_jAXiX<(}tS?}v+0;Nhz+f`{*JyQoXI zJirB`GENV=wSR*n{}VUBMU&wqO#SwVkB8>b)A(~UMU_@stF6*MT*9mI5n2a0@F?|S zHk?yAKFz!Jrie;i2Wr5_{RL#G12jHJBnB@*;h_&7Mb?;Jer+?C9`Utqw#8_^!N8&8 zI^oh(Dr20OMtnc2D9Pu!KGdL-9hKaet-4`CX?(Qr7#}sChpcD%bAu3(zpK)JGr!Na zzjdQ_>rBscjqi1#-E@M&y55;ta*NdGNO}E;mVI3M`|b42Y#95e0Xs<2{oYh!Hqy|tWAX_`r%Tl#JMHN zH*-4B2OJGY+4LI+M>=B&r`ki|L+E9fjDehf6PL%~&$(VRAHm;&Vg{v(Ue|}K=_NRo zDkJ|c-wor$o^sf3D}Ow_m*?~BzUQIEm+OnEkh!rN_eN*h~5>dgYr(Mn&B!%@kXJn#itR~4C=6=R=N1;-!NUR7j%ZxO7a>% zy>D~OJ5_Fm-?0$kwk2Wy`Qg#7A_Bzq{GO-or^a+|WXwuN7X*JR<#Uit^lgUsMcbjNxLqsZnWrowr2TuEqWa+WRvM2bj&ia^#*p@lcr`fD zr{Ew_*BXp>9BGd970u?F`+x|iEF53^N?^`kx;i1QoriwUQRuCZ+=sVUJb7r=y?AXP z7~KzlmW+uo&tJ&zkWxH|cwzST>OeF2a}#{rAr!H5miQRUnV0wf+iIdtG`dh>la-l< z=}T>v=|wk4#&{{w8_GoPNg} zo4)Gn`4+kNmCdZiauLOrf=?vpt_ogH{;GG-OEsJWh=5tHCcbJczS3LcgUfQD`T0J* z=U+wY#ObQ{OV`NfA!dPZ)dkmYaVlFOf_%?a+PMZ$?5wPHQ6l*8I=d~$hCpJ@9$KAC z#@~$}8t=ksR}tY4c$X1n+DP+=v#G)p7aQS#-5OD2zK2vygoVj(}* z<)l#-{Y*xbfGsyF7CdRV9m70B)EA0+0bZN8BTW}I!CQ9f4tkaOGzI-5Os1A?E`-BA z4_;I-UUUA41Vj@c3bbneTxd`;Y=3$;)m${LpBdiz+w*DTlPfA}Qm%M` zyRr(WzSJEp5F*K+TOl5HANa*F8t@t2yDr?sRdezr=Go(t6 zPj{6bMS{pbd@#~a@6Sf0tOQkOqeHZg5Ac2KH+!UHGJ`$K&8H`C%0W3QyQXmoiuyZ= z&Ps`wXb?}X@0Qy>V{hZVnGP>*VX5L`Ke$c5CMEQuw*@&kmdA#375fJVgy9GGl0t zEte7PDxOSrg=ahSTbYh(K^#MqFCoXFbgu^sxMDoyUu}rV$B$Zc=*ii)sN9H8@Va

#o6mD=!?%LwHe7r`b7D~<{%cr$VGInfIf=G8Y$mIrfB^c;lq#)CH`vvQE5 z%1_&iv-BJVaymP04k#-Yw0-P}YT6_?8Fr7erUgc*V>mUM_RtVc{Sg9(-PjJ%@b73t!Ysl;}vavj?bg+Gd1_Gj9@OAgXR@!86GQ z**yO$qHeR0%k*Mv8w^zthr1;q^y<8T+qn+C~YQZ zfD&iCzY+Lo z-71N~5gXb5wJ0YT-!5i3D&bv;BI2Ik+p_M^!lP6`o+YM=X(xiZuMnYxe4etMIMmSv>+^$aL~W^)NV*9) zjPaN~wAh)rb}NIYV=X!r_6BDPcJeP-cRdJ0ooV4;=XLzOG;AmYp|H``XT#}Q{Q@#>l5Jj2AFty=En;|o3Vh!9Yx zw{!S+@roshv^t&BR^rIU^41BN4KoS|oIKDU%TjEPqRN~j%Gr#di2{II`kHknd z{_czJ<*ZZ%=iepk@xs-e)u-mGpq0Zbfg$LQ#w_$A6lRZIc$F(T3}agKxdq@QEmzsE~(HnA@@9cMp$ z7CD&FZp?R($`RyF2mjr?c<@q`%T@5|nozi8gs5||N+3_@=7Ya|x^F1#l9i7f*pl%| zl!c%5&eC2Iht}b^t!P&(ajY4?tm;&N;2Lfbhs`tcKm1(;GaM8ShMCiu#Fv(%SMCho zRbp##9V{;TEG6##nM8c4$n1$nM@06>mIe(A(AOjX_{E*-DPHGK72Xwp!fw!C-7 z{a#m-iKacWj$<@v_tO+D_s&`0YSyFXlHp1rMV&a2`=!)@#18Uj!R>5uFz@Ho*Zf(9 zz+HTzZ;zCg;}oPGB0Bz#tZxsh#nFi`bT5;_iEPXX*&~Yg-q$)4hlmiRkT<)I3a9$s z?P0rpCc0=~Zf`9P_hdNo>aKCOZAa)DJD(@EZ$=wdZOQ2%MSWuSvi}mtqU$#AAW?ic zP2sZ!(7NrydymzDF}M5ocM$|UK4+g__098br1YLqeetqIjn=WoRsUv5a2aa^QZUJs z#L>`Eumozza>hb)9XZ$52DI*PF9ogr#3oYH1jp%XmI<*z#elyGe3`;EDtb*LK$>+>A2TXKCWDZr)I z-oA<-$;PHVdyrBHSZ!4$Z5SW=^zx8mXyFDGBw%-<6iCn9YU|`E?}XO5fE7AYVMx!H zC=kM09^)IG#+5UOx`RfxEAg_VSb-1Fixm=u6FGlBYN%i8H$J*BBO(%~rr?|u$98m} z2G=!Zocyv&v!OWT{80@vd#@yG3;sOH!bfX)R>`eT<-?6$n9&owtq<>UNvIv?IzPOM zWazM9`Nl6t>=?|)Q+;f9iD~ROFDTaiX8D$C`8cK2c;~OBqAY22r{$f6=>HXSl>i+o zQ8`X8Y8@W20s6`rhq}JwQ#o+s6XpnVXsXZX02g?bf)3%~d7XC#N9}6|`)eQ~Zu}j@ z!-4qroF>D zh1_n>rilbM!ft}X+HxE${kY4_el!dxBFY;M$`BvkLP~5Bo^=VF9etu}7{s&{`yFUBiB&Tg@K*s3f6 zqaW5>{@r)RMea#0?VU>kKjId%3`nPz{JWF-&)DM6sqhsC?>)-DX6U4}{Il;p(}h`d zG)ffnd3sv(__9bEe18_&@C+hJp>j5t?HPmD#xhlBEuU``Xof!0vv4e^yyRERNc-y_OgPWT;>Wvxnnbrmr5qXT% zBN@Xb{ge@+^}I5_XUZb@`%b#qH1B3Q`TV=|)qsSO$!8IHCs&Dv*Eo(8bE)~fq@*+s zJ+FOUP?zwI(>O;^>Ad-O)!KVRARAvP|L#D+J&u=I?>9{fw^q1u)JghAuh~$B!A^$#>Rq%O4UvS~SumSyH?vWA}j5e=L~G^Zl(HhQi zF)Byf8;S5|K80juGTG+=U@iC*XCc;a*{P6d6n49~y<&F3qILTPQ+O>R7K$4tI<;+wU zA*9odkGq273%@1vlDhNO_V{E&SB`^feWG@uJ*F>bv^e)Ee#1{?`sL1sRp;9ro|UjqC+G&<>sNnf|faLt7TI!TRA< zylV;)vvaXla;#3GrLym0e`>5JRcm?mfN9_1D)EP7d84=&bO69VJwPC ztkS0)R#Z_x<-KjMCKUwH`A<2D;ZuLg_7~lg;Wsx@;ycem3ontcKpA)ViUu!o zGkGaQC2!8ND*WIG*tFu0x}C@oor^LFrAr-llT_z?noeisC!Pp<0?HbQV4cc{?$?3DM{op*TGLw&J}!M3&PUP*%PbE z;3mcF_rqs&DXtO-Te)a$su7_wW?ZL+-@ac?1H5a*X$J6ZQV6}BwvE|IU0hH>5kh$W zea+!3s%q{cbI+d+Tvn>cfb@t@6{hc(*w zHR6eM-yZo%&{kJ^)j9xZSKmGyn>3;x-QmQkJVOND)u5}d#1UZ1fH`f{a`;Ani3pO6 zmMWXVTMd}>&H09@Au@xbyHY`9DxDBLiZ2oH+j5a1syar3ujJDdSs&>`vj-_f^oNT^ z=UTQBk;w9Nz?)a$v^K3Cg2x`tJIB@U@lZ$n8@UVpknq_52LKF>Zv`%_&mR9&Q+=;P`faGcvn(AHvE0lXhXOv1B~aAOWn zpO<1k6dqtM1M07qSAcsva`<(!}O3rA{IwZl4j~H0$mkxwH)O+n;|y9 zLEM~wB-ard^5mJ9_*;h0mVY6k$3eUzeRz>p0{B<<4~{-#1W)jw%K7lA zI!%0l*`3~CyYHiZ6p%0nEg%wKR}>!b-RrlfIM<2~hG#vNoagh=RH!LJR3^I>_SQz# zf%J~??{~p=uyakQCI2j>EcdZKWwiA@UPGFTq!V)N@jQw~OKJwXaWe)msqelrPE~s0 z2pceLj^Hs6gRm3Y)suKy9v6DvO`Lx25$}hGZz~Q9Q`%`J1NnIA($~>Nzr>6f`S`Lq zg|b;YW|4^URirSXVNAVKC+DTUO0osr@lv?j{W@inGP2->2EN*`L<~mabi3bSK`$ti zGx2xyouFqPvfDY$j+)R_V5vS&yzCDzU2($*zl0a)H9D|lEGWV zkC5hiR(VgH{GASWDFwEieZ4gE4MTjbnrl|or7no?TxCBzyvop0SlDq zA3!xs){0nqdwVA;j@LVBtpmm@$3(G&(USJZ~t#@v7Qz=oP$oRmpHz z;ixB$xcjiCayk7Qe!PQ7G+j=IZrMC=5@b7co=WZghx@kOyEK#sNVeL^8U-Q>u=klu%$bN_3 z%+-9m{@Rs)2U_~zMTb!j+SlR=&T&v$zb>eK*HX=&#bwpv$lOT(=J;siX*VEt=9Czh zg>+5-t5?EEX4i_6)`Qi{FFB@VNj+yNMW9YnOA}wG>Q}ZJcr(niTEf%jdD31{*ZOWkr{Uz*E1Jv^xKrLx#Ir6wA_3}m z7@qvIV@9?IEv%lcZ1C{TRL@X$6!ONoWF77H@GFp>8adAUKj&mQnZHGV3s|C|+BnkS zO}vR298Sy47x*?t+{|4x^zTL0t|YjQx_7zl`Qc^w`L~#*3noIZz5&U>ShjNxpA7PdZITyITh95a%^TeKwL;-fQI z`*05ZxG3p(m(OFqUkfXv1(iRm%i4-xRjRk3Iw5yE!q1SmvC89Jt#jp**5MikJwK#l z2q$`<`c0=!wSo!n)b&)rR~@Wb9lG$e{Ij%ZX+9g*b*+!oAeQ=ng|c%vS7KP(+Ih%)u!vUfMYw;qYc0(ySaPUrN;#vO-JlB@((HERR9Epk{*tRT3ZZ8|bI@OieF4;jI&mOT@FYFjf@f zHXp7`F~S=vsw{E_pv1Im5kYm`lcp@D(&*+fNN{9?0Z1TX_V4joqLo}^yLbQK8Mzsf zB-ep-DSWMyy1fKabNE4@kk}psX+He@th2XD z!n47GL98{!>7_$dbUs1GUs($yb&IJ?9c_~EFLM4NEfzWUGQQP$@B5zctPp4IIUS-2 zF?(W?5xA1nuv!k|EuL(ND3PX{C;dWP>*V8GQo}ke>8V~nyedKs4+Mt5Ond~jO3}^l zK$y{HElyX$ZZ>kzN*AAAd6a7+yc9FHWSpFL@gY4!kKEN*r8^A>zJ}OfHGI^qtPG!!m1X&p_wCxE*h{kyBR-MabD77n$Uodn2_Oyln^&GuMEw z9nB)V=xF3L-=ZiTkIK@saKC9vYP0*sSnFG}!jB1$0>anM@exZaL7^_xrsTUSZ=z;g z5_s`Exj%-wOcMnxsmZKPe9<>kHRxF~rVfKwlG2!Z1x*CwH0!%@?BdG)@b1Hl!1y`s zhnF~wXk^k&r5VvqAy^DF0bV&xDy{i|)CRRozjO5mZzkWNtYAwok_?s?XG8gR7z&M9 z*{tl;3mxJXsR4-86jxr)0o#Fv6Q{hStld-fh zsb2JjJV`Vd(5>7{r?@x?^#`OaBV%h;ViA~WCf zc}~P?LvmPnY)J4$aTv13x0##;KChg66fvmFtck+_4FzYY?={ESt>Bn3pZn=p4~Y-e z5zbPF+1`v3ksB?Er)jFHKf*3?YhR)VIsWtXYKT@TPIe3UyQyrex z@A=YHwIue*+TWiYWWBaUy;R6;oDzd36BGV@%b$hMm8R;mmVLvKsL|TW7I_}}%=x^J zPs|(2*6C{V;cY1DOrOEG%q^Ga9VExP+BC5~x%@QTIi{&mBb)PoE_N{cR7;qrewXft zWw#D$J~@u!o!3|EZQneRFuV~E*sD3n2~Kj+lppM-m?!!FG5y*JNZnlL_lhDO&3w+E z=R0yNzC=%M2PB2gwH_Z`yZpYI+L`Wn?_8}BTpgqoW+>E>hCkigP^kvuzEuqi%lXDR z1f0UueDBwFrh}Zq88wc!>YzMmjTSxXi(PVaHU+s)%#xz&o1;V4o8hsOTDHkRPN6K{ zx$9UkVMM!z5$&xA2ItfCMJHfHyXK(11^!-0P#iauhTrJ#%}VA@$MV?U8h3bDVR&?U z`sS~KQF3jYwk%^G>ee6@i2`1;f79$Wh)mH>>G!T0T2zjT&Wt6YSk#&iw)ZJH1vXR= zARS8a47Phr5Bet5i1aQAB=3ABg}z};JgEw&KX8I*U81CHwVrk3;Lj|Zak)-<7F^>r zm{@VLy^qF1X5cs4K|$&#bf4ou9J4n<=ain$)5x3i{VKtg_8tFN0W-;PEL~v6VY`N& zs1gq~@n|xkx~q{C?NP;ETT$tVdcD^Tf?=qRY@I@L<~--z;)`5jc5Qy+Jo9c(`#aEP zKO7|n$1|a8x5T^36?FfNY>YGLY@jyvQtEtG#)s3J+ZU87QO<{xD-9fmTdq$%K~7fp zfU>^F-%acCFnYb@s=c3iZ*|1cDS6;Uf-x+rZrKaq@lN-+6?c|h50VFn$m>l}&loFD zl5$QTMzar>A%eesw!(3Q$5?*2O3P)g;lA(0%c77Y+OMV3@}Srt)B#EU&h1_n;46wK z#K0c@grwK))NYmRd{4LGQ*)KXeM+ODr z{SR+aAJI)*hjl22vZk`)E*95FpBjK>wqme$5#CWLyBKem~Nr`byWwM>2rywJ{h_Z+pmpJUB8t47V zR(1oup(5oo8tKA+$mx_Dx?I#*zN38RIDBC}Ok%XPzr}fA5+FAZKkEN5r;bGV4#78+z!t*LDPgr19pZFaX-U(w6{^M#bpGPA;_UrpBS4({z&C^Rxp4u3hg4B3Smt1y|2S?Qh z7peu?N%?#aVhM!~O&m5qkE0x+(&taO+eRm=aQetl&G@GCwyRDGNvjq!Mf7-8YFw>z zlk^OZr7%PMpd3pBcd8hAypyT*`=0LvkE>0BZFNK8HR|<=C@eEqAFgg{ag08@<>Yjz zPTLW5rPcWNYo%KrTLI4@j!WOZ%M2qu9PRvM)eQ^e@cc7xU5!S>F0Kaf zqEA)I4L5rQ2_MKKutTU)`*28CJ9fza+WB>=8*Z#61}Z&Z)w0L2PDX zBVRY!a6XS$%lSp0)h3@Tp{8aY-l`8aM6)e{%($sJLt3%EyVn8L+0~DVa7};O&&+p&Mq$==E%pX2Z&b=Rm5KeX^18@ zvn$fF+s}3q4p?*gLLr3tFjZPmU#O~?u2VPQG(5K*e@L?>-sHim{#^RL0l%|OWhED} z_>)_K$0eH-Nk95C=JR#h$VBSM*AlG&mRh5-)2^fr0+%Hc(KC8Kp7G%t=BPnU|9&hw z!DfVA!h`F>%Lh+))dXJJ-l6t6zlWnF7UngFp3#1Sm!Ss3#UU5rlXi3Ld2*gDr-GMS z;()C%%5$6slgEA@y&UqFLYHbaFHZMq0H>SL2r^Nx?VAre%rmwVy<2b2=l#*vza_Zg zFLuO}l$@8!^4rhhr*@2qDp~qV`=ez_ANacnZWQP&s52+=CMSoYYc&3A!ZlimP|1Sk zNe+)>v8*vJy(D*b^|Y8h+yPZPeK<;uaS>e9MYr)CY1n+$>d8JZdQAJzP zscw^wtaO+1>s_jcojEwFm)bRNJG()h(4rn;;7MZz9#@er=^KolFq~QiR9K3ghulza z-xe3fn^XNJP6sx(XYVe$1|@kl9L^e%Lh9-XtsWS}#otx#y+Ia3;eNb;Q%!jVUIb1e z=tHB9{6){GRuC$r1gxeHKGw1iwor!8^?F0@71zbQDM#2NxxpoMrB`$Er=r2*2KAI= zmYmMJfwYkEPSYtNo^cgx;*5hUaz1>79-daov5KxDTB(R(%@I<`aio#p5_1%8bDRUe zq?@ikOkD)8MJ?(tR>aLarV}^|1-h;-*5kuR5Y{9|Jks&*RO_htLB~+P{-nT%7&qKW z&+he>hsQXSg&_vh(Dq4OMc%>*dfde4jkfBvp!%fmgs&;Zy(J0I^Wo?{3|q~``PR-w z8YhJ`2HbE3cq|3LaGBq+((`9MuWEPuXEiqiwG~A+KX0p4=YAeef1Vn_6S}D0#0jo) z<6Y@XI)T^K{W*+gX{`KKA5Bqh+Moy6y<}<6uth|Tf6cf19*hVhrLET$b$WhEeqLk? z%Ml8$5+p?cA0lI}LP5H1+D<*LkOePeT*u3*9SLBPUm9NiDxC(dD4WjYl_zz3uEaF*t@(5?AHm#&?mLE#blS{aT(69&)dfm>oqURnW;)n%9Ec;4667&|BY^=RjBEPN(0NZk|ttpf_Ed zVd1=Y@QwbyG%*pS;?UEn6083>F@SQ;%+cR&iqz>*?e)nQ$PAV*D#$D!-bPgABQ025 zcMe`uhYA1eos8cwg;?*>x6C4yT(Wl$g_ObD#dD{f${iYPZz;}e%NZvn*0s;@3H%BX z6s2=iysB37>qMessZSc$(mhVyfsa0He|MUx4C644SA-3pOKq+a&zDefmY~(O4sTbI zMgq5t^Cmp=?`|qBR%DjR>(37#s)XSx%ZAEb!b@|;)$wlK^8Kt;Zm40wi&-uJ?W!Kr zXSfuSwj$8O@jzM-y!y!?rl_=Ir~~;bE(G z(5Xc5C1M8Y*KRJkP&k`P7_4-utPDSUOs55D9%3_(%@_sK->IqrG-^s`@Z*` zpF=MlImBPk<;*`iTGDFhI6iWie%JEFBd&J-Bn%HMLt;?xIIB6yMn-cv0#Nt&{5!R- zTN_o>SQ4iQqPW)J9o^sbQ5KQ?F2ZESvdDpqdt)O|1pX~UnZaL|eAd1nI^wfOO+N*2 zgm*QiRzHQ>!cK3bK#pe5`$mmpCQe;i1Rlv-#Vo;FsP&?u2%{YM+2M|ewUs>Yrrr(FBp`aw)tnCPY5kF*0y+3)Az2*2i?Eh{ec=C9m2!oWFhFA)1)bf zqo&v8-9nX>I#P#o#eGBZszqFevWm=>@;HgT>tvYY8a$4|mjl@dljmFtS~)HbT*XRm zO>~f+@s8ncm<>IszQYt%YuWz65(d*H0vXpZ?#hS-cm}oUz~E7w4E7!Q3`8 zh64?CB|g@6D++02?8M)eKDH5{h9th8r??{cSI~aFiPKy%@`ra@E=X`y26%of?(w04EhrH$cmz|@I6ndm0!u{jPm^3lrlMY^w!!RKBU}n zRX*yEK_X6HEQqd@!#LaK`pP)Rt+07s(Kljr(AU!KP2#$_v2nmuEAI(ISrm3|S=X1DyJ}tQ$9O zP+n0dUYWuI*Hb2FA$6bl+Z#Q+21qLBWgqRWNr$z5GLFl1 z<7A}s-bfs_nA)l+c;fh6Q|W_hlC(vxtM?kwaoMp7JEC=V6ED)VcpooWI+t-bY8jeh zvOK?2MZ3Ydxz|CVlO`8%Rr6%MD`+R*<0W`o(u`g9uN!@RoA_CTBm4eli7u!;(H1qu zffK^b7TJfEz=MSqt;MF8HtyV9lc{ef+@_}@s9SqXMiB!3Kj3!joI0bAqA|8#~GRGM!3XM3B zt2sHqK|yEuxBvUd;X4BPj)^_z@S9GbGexZS?(17(b^1O&>9YF``1?<_e1uB9(&z&3 z;t5=O?_GC#ZYqg5c9b@i10T*+7p%nfX@4~JZkFD$I!~;!aw{NnBtIIS&-|XIMALR> zK|1Aox~V=*oqLyEmPYl(xpC}vnEfqbHo_Jkg&cz?IfBaRv<^|zllYOY$R(25Za7N7 zBcwU_mZv2L+EDvHH@iN;JvBbJ99?#6$+|M(L&UhN*08R^0Ix0_QY(8mfNw*MaLTbN zZBqD!H?@7^itpVLHjRA2Qm-%Rr}yv{A56&dgw1#%sjPgw*(U93(zVz3e5jYJlU#Rh zADqNrq;4^@M^1CJpq5MRcbX&6s77eRE(=OnHJ1VYl{L_cyoCI|=vA;cMyf7Nd2*hhr(0*i+B& z`)!6oqo8eD*ulF7qj`#1dao*qZ*DbY!MAUIr2Kk5-__k63mguiFFlDgMdl%z(}f${ zx;o61p!Pk>CK3R^beD)zXP{A%!%&`|HZM$~9A<@_a1H5X>$JA$Jl?}`=|N=){Ot?{ z8Mof&`5u3JXKjZ`iVKr?JVK08QgFwLMv(+E&Ebu**{5+r8l6{y&iHgmOOvuucX=RF znfX^~pilq+fN?7|D#~*{^sDIJ3N=N_o0=#mk7Qpb<^{WS z1$?)YYl+HC?AIH7eZ$YP>Cr=PUK#FXzKLTtQ=22=$?OI;^j&t_aF=~-M^$Y zwS%)$O5FT|OZ`e2*WTajD$)>-Xn8Nzz7USZ8qs)or!jr916zFSCFvdOTZ6Btp{Gh%gNmL%=@PC(CBaTovb?dk_YBMICIM#n?|SDBJoAj zbDbE^y0Gv~s}fST{duW5J|7+lL+yp>JymgTrRPI+5CT{^%|)lD6T{DI?g{uZ$q7Qz zaE88N6^?j^cx)rDGD<3HKbfekj=Y0YAQB;Pcx~SzLk#OdrI!d!{w(x<-CwAlmZv*u zfGhSbSKk@A#}RS5QL9V8i)rzQrmhdiCmY+b<~*};C2tGyubcSUtvJXzs|6FAx;~VQ zQ?L2`S&joYBjCjN-d2U%?@#yLI^Wx^ud8I#isiDGBr{Rl*EVZL7RDEkejG#v=SLA^JE%ET3Hf_s*)2N`FF>;N(&uz zCvP9R)#^ZXp6&cb*`s<3;$x_5~dGrG=s#k)V9JWKbCY ziVtk2NRv|c&eezHkh4eA=ftPm2~y;$!9`P-D-@Pff}lw}3MZS*1Do;tyU*sDZco<= zIz+|`fsBZ6QQRFzL#1+KN2q3~4OPo^Kp%^7uDYMOK|0T4_QlaqwsR|jBSoWya<{1m z!}pu9%FnlRi5+-}>Rz4V&5GvWh^)n)BB&CdP`%2(I1TZR+28m}4KU+v-7KdO-c%T_ zg!#3YcSR>^+y6orVtnwBvbg&3Qr7apQ@nZg{hUtUgV!7VueYqqa=+)*O;+Iow+yXn zHyyfKDzdi<4R|@o^y(1*Oyx=$@lw4X-N~z|L{)s6&_j@&V(YHbZd4yR`|o5k=qirB zR8d8GD`)=jQhGJs983n^ZP`5Ph~eGoL3hRN`=lg4q+s@N7lI z5C^M4X@a)&4u@2eK76%xjdvUR!Xu--)vL?wH*my{XLPHeb!$$NZ0$}*rG9gyIkCAf z_y{d0IaZCb78nfIR2lGj!w;ek{MvG_>O(Es3JpzE)tUJFl)M)PPDPI2Nxa8BNonY* zAKtsaw}xWohnF7F=dE@%CC4X9RpXs=cHNv$bq<^kdZ&M@$*oYj@l3~nuUXu_fkt`f z8-_H-wFkZ1%2h5W`28YY@BRJU=SZj$MtXj`=Z>Pou*F|c?EQA28Vkfre7@a{o1@|a z9<4G#N5U5;aUyYHtPM4EG!94A`g}O2_rniq3HBOU;U8Q|9MlBNQD-&2X%!Jx!846+ zKObJI%gYKPi!<>P@_$E7i}yE8nzTFRI%u+$@NpifOUEMIg{s=1YZjL{z8}u@8L7NM zyf^>soFSKvZv)rebi^<_i3N{?yG_*Lh5Lp^^L!XYyP%5-EGi;J}7-1_OkvHZ6}L$kHFm$6B`A+-I;h3!&kY*cgIIWuS&W{dWyVsI2ZXm#dW zJ?*qsC4HbL;Z9+#_5MBI!!~V7xOtlD+Hvdw(0aJ#IJA~8Vd-1oFYxzesn;^E_gr`X z0B4s6Z;<4XcQe9Pa=Lh33k8@DN8WYo^^#=2Ilj8uL`BoW=Kt_BbS)m8qIMI7w-5tS z1A-GyeWh&un4>zRkejgRba4Wg6ubd{f7cXpitk(gtUlE^(X?Pz&b z9;e5r)lv1_3HMdPccjW><{Y0FR7ac)=j&$6<4rCLz93yaRt{5Pe*{U398|d<-me9? zXe8QmmeBfZ9Q*6;Z+J++JC?X#F_?^#DGk^3oix^12d`Rsj%CQqb|i+B0M~La@#Xq> zaAGt)GAi_YXo)w8iLn))_jhcZ4#HD${&J@;s|0`#b(hh#(o+u%ykCa~2^o$Y<{b-L z=}44drc)B&y+rW@1&TLc3fp=}jaTWclsv7JtxN8l1*wdS_Gbb=M`qL8wKj>4x0mg zOX-V%^pQ(UjA%UVdh-r#pjO0S$B-b7>ONI>>J|85QC^(_%7>xlrj zUCpVcFHo)xO-O8Vbd3BD-!*uD7>=ude^t8laS&aI$hj3t4J|s^rKfrvaz{%-3|n4= zHGsgUepNWu;^794S>hUGKDr;iqP7)Zs&|+22`|-^g70Rt{8&ZRUR{~r<*T%C&`H1% zCJg2h6p!^i-$T@nfHi0B_;4h1qBlLpP|jyT35?_s$B&m8bw_1x73ja?_ji|R1SB|* zt5yWZfs7V!FtCi*5X7hR7uxdqJmMuT0>G}D`TR3Xn-iW;Dcbiu5x>yhT$dU%;{)o5 zNq+BM_m``ng>GBY#m7>BRkZr)Ye|xcxjOI6QJ+IH^jRWXmB|XBC|Xb-%eg$fxdY!; zl**cLHAv#VRlDk`5-*D2F4c~glEc5F^Y{xwrMKoVbvPo1^vbd<5%{z1TXQeWP$CY*1Ip=yM*W0 zRmUC`K+oo5uuAFShC0(}S`p)1v5rQLVH#Vdp2=+lU}ZOxP=v2#FYB2Z&O%pp65kO( zr!c#IFx_y&YS9rwebQ1enICENLHsgk%6j_7YWTR#3aMw?Dq(F^Cpp(6zjA;Mdq zx)quiYxUtxe}5J}VfNr6bhN(bdo;r<3i;*i`;tPGIDVs=SzNIMj*5(y#DeGd5-WN{ zv6$~TZ8v`w24#)7!~1^Rj;T_Ma+P#H(m{70Xr3P@>2?IrX3nR~P%Ys$==0kn@BUUx z2{9%!6;z?dHQZy}{YW*h#NR>dDsxn)T0VaevyauOB|8*>qdS_GKh`D%vYz$v$J z{n*W&pza^VrFexlWI4{DIMF3~oew>6T>h{ppYbxHPO;LVawt`+E@Wox0+%RT+u)yZ zOV!D3t|abo1nP$u`9-Iz1J3^NcB7P4oyuGq2>y^8uLOOgm9L8K0w;o?Xil#jrxN~& zs&v}T?OYxLO*P&XHNyRSz67%v?cL|De6IzW2GgmII#h!fqSqk@FaFTBbHeW4XOz`)?nH&K*WhG9M zz1Y5>sJ|z^MVXbp*=eq5E0H0p5kr{0*%&Ms53VgEEL`0YxJU|YIrQ?3#MN>fgv@Oc zU$`>4n$H*6%=4)GZ2SH$Y=j-BBa)ddmxl(cHSBz9Kuaz&ZC$%b95`Y5(%%4MIaKpb zf^Qr|WTgQk-TmM5^+ZdVa5=x9TOFlDjh_f-!gR8*@B)>P-{UK)--CPUO3uR3cSj3u z2exwm;gA->9sbOeLXK!eduYl4)(Ll8I2s#)k7hr%sMopl*0*%;>TjGD48u!Qwz&fc z_?!6-f;e@}@u?SbN@_3_bPbxEB>rxn9@ZwrfNy-XhOPCq=!==SRFuNPIL*aOJWeb# zjLq^s-IITog69)~py#tYJStq;1HdQqj)k<`dsmU?N5ppga6Tek^ep!`%pwmG=erbY zn(;}?rDOkmyI2{VBx`)S8zSLJd<3sdZ@2vBVvw-{a+X~OZ5mRO(`i6J%;q2?6|B|uH zS4+KW4YTIG6AK}Llb=7KpnkJy8hF`KP!|EHm7gCj7OMKAbGyZ5_=4yfyC5boHheHKr>m+j(oMfi+@k4Ydk_!uU zx10F9A;2neFEh#u&9S2E*w!6udL%eg2waC-uK@4u8~p_*vh+BHk_hP3QSZw>t#-j_R3z zwxhfntRpD!J^ySwrdZ(aY=@J<$pBBgvROn>q!WT5q2v_k)0~^CUP@Y&QM$)1xPjl^ zso}X}T%3HI<1NjjJIeR7)XCeP@;Nmu*+S}QXQenTsB#Y$NhZey)E!LL)5Wi3?35t_ zehyIPtIBoas7SJG$?3rF?K?*~WXyV;ujSiOr~s)K8J5?q4!soAlG#$aBpbZDWqcjF z_{8(eb}Wy#t}Xyasyh~uE6OHC>hdifGJH8a3_A;B65=WOJYUs~N}Knd&i7|0C3r*U zA1Cd~MIdhJxF}(%`r*o|653v)xmRG}?d(t`B}um2Q>CcwYsUDNvVcp(B8r^DHW) zkMHE|vr<1i+J}oXk#0EnI~011L(IYUt&U+5pKS2A`mW~&f7Y!-qe$AGggH|pilF%1 z{qP}ycl^(BY_^wBic*OGs?O==IEN-B5hNdoyCnX$f~p**X9WyL7Jd~XOHh~aWnM@ zQe2G7T(%B3IV1=q5uEdR*S3QEDqNiHn}4HLFtohh^c@c`;dxps5e?sx^G8d$xhlU& zAICU1tNS*KhB0zNn**M>ZufK>We^-ZPyNWyC_5sxdK`67 zLC#iwP_|nTOb9#f8iIs5JjtaJeoCpo(WzY8YjB?f z<%~v&^yUs%w!9O%<}gqN?Y%q)D!niIt%O?Q4eE&Rl!rq>j-!WIcFpmzDdNP~vzdAY zoN4tT=Fs#rt9JrsxE?95@zusgb7P zw<}jD?^1M7a`1NuhAG9x)E%!bA&~DV8C`~a8!F+XSPG{I9eHwi1e7fHMigu0__am2 z9p9tmHL032`Q}SI!g)V%9Q7Wt2uN(-@Th~B-d-{pTO`Nsk3s6QJ>jY^M#Ir?=}c zpRA}XDBE@xypNneDGC?XAU63e+jB+k3X|z=|5?B1=gdltnPSwyqb+-r2*G~CBYTox zTQB2Vw%SE|mbLTj1%GWlnkz(LS1KI2oCpKWYcr_y?=`+n61B4w$(9?*KQ{0?m0A?s z&>zx!6Hn$^>Y?0b+MBFM#DOC2g&CgkbpK||k&?4ina^F8@K_};I5kTbH|OGm?c&Wt zrFclYiKl%n#>n&43KL80iZeev5;*Frd3-&SkWr*jM*jNHXOAgBacON`^VTD8*t=!; zP&{AxM`vjAsaO?($(%f9j5?vn`xxJ3=DR4yj#yqrVaND;c-UiK%XMkM&!FkCl=Jsy zRgc46bs&aJ6Y~XkWr2<~UM!7UR1q{>ph$lFTgpzSn&j(LliQ#$1Z_qdxp~+(-OM%U ziEF!yDlle!YLHYxq z=lEAq$G7sYifq@gpM z`6#LZloz#?9qr#5U_dtr6M(UO`n!i z9}bluLYZ{j`<`DkQ?k8#Q!JXO_1m&1iE@g#3Feq(SV|b>2_?@Q@W<((6yJs3<9BBK(FbljA=}bT}JW*D&uNyfq)B z4c9qm|Ln@Bs2%F_Quc={7_7ZaZ6&MFpc2>Uphk;w3_*;%9E{5n$TO*B}*Bz<%=aO$2qA@UnxjBpephibEDs$^4#gLAWBl&rM^T z+Qe`r$C#z(Fsn%ECIUtw+yKl)B#uKv86^aWgqLWN%La7Wyx@Mfv+0OH*ZiZkV+j>ASHUyF1hi<^jTcj6RG6O9yXJ0YJg93lJI;iNB5KL4(aBWkj`EKa}0 z6PmO>1}SFEKfA|S-X&^(ozK55D^E3!-|E$&X++SX4kw(6GlAFtnL4v1Nm3w&UZqbk z#tw1+iw#dMC+n|TMw0|Vfa8nwefG>lu9EF1ImLFy)*d-2;CC1Lwi8T0bLk83ChS)B za_#^MTeRX*&ui|y*&L)5`F^;}IH2~|h8mIJzX|mlZqt?oi+|0M!|Zhw->^up`m!7N zVdKm#kzf$;-OFlBCXUm&v-LeOoE(M#`^mxI9e-E@o(=KjXe3{yEqs|=K`2s(F_rff zrx z=vDwykGH}G0;fvRiA>-9O1_-3MrD#yjW#JD#-Tg1$NNAl|8P7fQC`9wrq74R%{D}3 z`VXHy(xGQmnj0?j-2t!hnuFxs)OaBX9(sA;_A&34 z&B^PA8kiHN4wOtN5g6AYZ_?CLLRKqq%{)Z!t41w)69vVT))^UvxVUOI@5^aSq{E!o zIxmdKZ~6?zS!j|jJWy-z`S2p=Ch0`?IyQ2QBv`a?BoXzRulxJul#rl;spq`*k!}|+ zd__7wI7~D>>>|9FV<+Ca6lp`-*ZuvvL=c3^H~LBWYNg>7g(!C)s_(HlV=QTW?by~=zRH9@&ztRrB>eE_GU@&qy{AcX_VXN z2(c50xZ}7c8|O7IBknkeOV;+#CZ4}|W7UQs1vDl3`3BVD-MB&|c`L7{XFvCjJ-z%! zcXEnwsHuBIz#_lbI90Jj;~5ATZsXi?TNLj>x|74fn08(%d>1{NPt9pq&3(M5nqs&N zL+@_*U;ZirwBI8ns6HKuv~YsUl0oV8HHVm587{>F=b)4dm6!q|hBYT17jtn=21`DB zA;&FpzOMB)OLjvQ>5d(Aneq*|tuN(R@TJd$$<7D|;2ibL9QmE7UdIV) zI^X*s;<`*4zWeO?UQv~@Nxskq%HJgzJA$a_lgxMGaJ98a1YtkV7lLfoipfDi$TK{2 zRSz2JL2BGGEb>3Qxrmg_#P5gGGE@G1o_oIO5eIma#q8yTAPer*$Wtggd*8^N* zepnVkBO({UT>B{1}Doh{TDL`BFt-)td(!kLokTl-y^~iwSSy4p63iZ+Que zjdt35e79vA-a{PT&%&;+`w`{kay{;rdlTW2V5Z?#+V}3SeS^;-Y(Fff#3j8Mn@xkl zIfuh>P|d*0&2=YUk1tiH%#x`5Hz8EDzg{026aq5R#`)o}#yhtV%C;PPxl7BH&XZib z91D6PTpCW3klAVv7Y|^Qi)?Lw$(=?0S(=cA>#H0TYtlRtmF#ZA8wfa@AW>B_zUiaA z>u#Quw^L;A#u0;Qnb#F{HQ;-;$RUERVpea)9g9=K9asyL_#}=do5@}eX5+(AjgH?% zlyBttsg3=7)#ZzLIKt?eKvTjE4bJh>oKQ|aTuc0f0@spq(OEffPz}0pagGx-Ji?~} z+ssd;pg+e+HSCVWiGI(Anf;Fy#TV?PWRd2)5v43qUVJ~#2uKLWl5YP(m#^hD26>k+ z$q4#*v)u6mnpY2+{(RbY%4Y(X*-PGTh}P`oi}4+L-`Njoz7F->?S7XW4RoTW=R|Qn zyT6CHf<9Y?VzuNVDJnFKm$;p*rS@L=m_4Pv#%no*LoJf;B$Urgk*o4}D0KA1Np^@C z8(ffQ;zXJ(y)tKdgcP%kl|wM?OUsxb&WvP!cEg^YCDo^jo1C4!0hb9>=SN3d)&EEFd-fM5Hmr_*yonwdD%0dX5I zWZXRb-rj29_pJYX#5Wz;E)PWtduIQmhn~e3CG9yJ9A^8fZw`27S2jm2%|VF`Id#q^?C~@7NT^PJKU-B;8mY@C zjo?NSt|oKI6illYd^EF*7V)4b-tawWIMND;ek76hxm@M$nQ3+sijeuL(|jJ=*i|BG zmS>#%*apO(d6ad;9&#tBWb%rwv4`=kf>KZ!hsq4vV8=^?YxbxJA4x+~xY4`%c+yv#Ha6)6gb9yJzpc zX~4SqT<^Jd1OdP+QQ6pG3)xdS`*-t-WEiRAtn(@Qg?gA8c)AibGoyv^e#V-Y&m>#9=l!2|! z-=|3WBiUvv2EMcVMI<@uSniVT_R^XO`aV^(5k-_B`hP(Yl2$zb2} zXOVDbJNi^nzj7AtwjLIxN(k%x;k)*<1Xq9UVMTM~SNmJeT3IGhn5y=Bvq=Gj3oI*@ zx9SJ?!nKQri{!3J8STNTwTm0?{qGKL90}G)TmhMlI-*ir_~HCD-+k5R3W5ScNfhMovpx)p-e1(1#@qjOsVTB_%8yTov(tFO%Kp{Q~Bbe7WN+cY2>{Gbz zTlPON&%@)qAoI-epl?K|1&`8}lmx~}^;IwZ=~x2zjQk&w+jj>C4h(Lvmqs2@C-Xh=F*7a5 zDJw#&c0{Gm-nHI;t)uuKBOFSC{8gA}TAV4w55ET!QjKT2UtG9P4@r{YyHT?9u}=rF z=5Lqz%FKG4HAkg6`Vt9?z03b$0+qiha+MZI#Dd$Gx%@D^)`v@yG5lR5Iwp>$Opl6Y zN&>&}aJcjwB6WQgxXPG(+wN<;;gj$(ybZSDZBY0Km&Q^CK}&pmG81I19oLPj{n~Yg z-yJf9*kEW+>2kc4bH3L-ELkh=3z(dqeT9{plYCXSZ@6y?7R*R9=6v1U-N*@mILmf+ z195phu9B-E*aqJ2HdrFDzBDD7B(Aj+QM6Lua9Y+7e%kKdQ&qgw+s^CZ=o)y*qStGm zb?-VywYJl&`m4WR#R*zw9RF0J2Tt|O5q~4R9Mq8ZhtK9EwP0y_I5oTet{@(&#?Mhb z2K1zNr~bi<@@mC#xn4KJcWOQ#=VRDM2E4F>!rQn%)nh{Ner{nmRQjWud_;P`sUU+p`xJ)yEI zwxg7$BK{xMTsgT-Fhs~feK78uU)c*uhAU$RX}Ab)QoU4&oqA*AcivCtE#jwqI6)#; zdOB-#3M+u9cl`3Gw zIQh5(+srwsU+G^yuCzuX;RbQyxRlaWkWA~-9jVXDohPm?zID#F7TnCj zsoRY!;}@lr#>>Fw>)soQp~>I1q{h6m7qntZymKUZyrf8m z8qyRYnP|@9mk8dg?Szpu58#xn%*XcUP`t9IhU+8$qqCQLMm6hGQQ`07ZHRX91hE{czy8>UuISsZa4auC zF|A1xf?IYy`Q?L;nt|WdzLhxYT0Y821=#sU2)KXgQY>ZX&o&s-&3g8I`JT|wn~`Br zBv5M@8v2obmGWj1Au6$4!oj>s&%tnUY!T(ooDtAbxKPT>V{ghwMZ3p^L*(b>M3xa% z52_^|&8w#WrwF3cbw&^BPPK1T=?6_$>QJdYZZa49)^>id!mHe>IIewZgU4+x)5Om8 zRe$0{mWZ!LjT9+s*$-5fc(jj*rR`<_hEpxp>Y4t~x)O|6e1P52BhYKdmUyI1c4@*m zJ?+$MrFp#*JgO>`<4LJ4$eDqTsKt>+G1yFeD#OVh+m;4%mrkcI?__YH4BdhPML#tCre`m}tgYrx=)3EH$Zdg3Ie=Q)icQoe7B8c*yJ z9}M>iw|#83T^sg%-^1tpa&NL<_P|O=3i`hwP5GR+1&${vc7sNJSB#!0)Xvh{dvA6( z3N}Til*+GjYig=p7?Ih3XXEpy2DjTf*0JDo^|?d)D02Hm?erzA3UIkocPhRBZ&d5U z1d~ykqq+CaZhFP~b0jn^Zg~t&xMd$6>Y#)G5MqD*++(W8^!C*f5dundT}! z*=HTzf{0hmlGgtH`SSXP4>Tf4&g455foJtsPg-Mnc-K}HQ&ZBgR>g(N5k3{4_WV^Si#~If@116- z2#KcMD|d>%mZP~lO_VarrC#4N!N2$|*C*aBH-C0~Ca^#9X}qTzZ6rZk=`CBcBwJW< zh*gh#sMbkm2}Vc7zp_19ZVth5ldZ4)RA^fRIQ6wBIVB4MsjkeYZ6(&nCkFU0;R?ll zgro~!4i12ITA)FXCZidw0(1Gc_n}lqp?G9nw z`kaWMo6XMlA}WgE_wPJhsU$u&Tb@Tn)}}esC}Z-T0NxaPCe*rS@yCzmxQ}JAVgH6h zNaDq+NmfYw8rQjz!nT{g3#U+zrFmCr@sd>;aA_lV#{OkL_mZCqP1mMrK4;N!xtn5y z=0{z5LXsyoX*7RmsV--wL?xc;>OvOM4xyO*84G? z5#nkAhf_oOeI=wM!71@|`rrpaVRnPwfp`unUa{{SctVf;FJf53B`7!w(DVyxHF8@@ zw!ik;*Q-bQg{Ck#5^5d}X3*|}J-ZmO|v$BFPVYPcy0mBmyZ(fj1*(5wY0oDg{=;N8g%J7h}= zsJo`|elH*RS^qGC9ZRhuZuORVd(|BbNTO0sMvrUOo%W>jvH>&`=t%*{TW|Eyb zoF7L-@(U-w1V2jf=nKEwkZU+dWqB)#yZg+LL$Rv~b=OHeCeE2_40)C>PSo1z+0eYc z_Asl31&$1_H$Z|w-9V)7rrtTr&9fzvg|Uh!o|-ta~RELXuj4f@Yj;oNEP z@QEuQ3JT+gQ|W1AsWoS!3ZL4au=SQ%C)$=8&vbnVoX%n2gI8$M!~NG`xWf$pAsUABy}?Q9=;<2hhw*wkR$}BhQhY+YCV4y zPt$RhB)Nq%TO&~5^eH5avUfu1pL16UcD~+8aEtUt%E!D!P|;a4ZOm`x_DxI&FM^)7 zQVsI@Zzi@ktFt+a-PKzK=gA03l6-yr zRLd<-F-vAQ4O(nhA5bNl-LyMDCsK+UvSG)#coZVN83*{uX{cKOM?kp0f<`JX!nKtB zSL&f+@rXh!Upi9FF7mk3G-eKyJDQWT*R&vH+cS9mLL20s>eXKyIcrBs0Boh@IN^%; z;8t0$?zYQ{R%(A=qGiuf>TZc2$DZS(bBuYb;&fTh5>q9v3W`6DuUZhMyZ%uy_PdO_ z3Nc-Fe}8nPoFKLNJMlt6W>{VK3ON#ooVNu@WntQKILqRxtcD_2Z{XJso|ZklFTK6? zb3>RA*UV`xB;ogtEXEiN!q0`s)B@u7jn#kWzzHm>5j95+OE&gFP$IdBQ@j-VeUsZ{{HQqC zL_Pr_(yG;S4_+k|se0-il9|GBA%x6uzeee=A7b_)ZaQXh79Z@Q%T*W~FaAoj*X9^7 z&Lbbs;%2MU2K9v5)3{1gwt6Q^wPt&&b500jA8Yh9aq*mp=Ha?84qpf_N)}V)^l~l+ zjIUplsFzfCcOK9|tG44|@#3HCe-fXFRK3!=>y^YDtCK`m^KUwZPxxt;qChV9;b=_h z$C)En7<-YfdJgnE8GOf92reC~r{- z*~ngecvWYnCkT?P5CcqQrLEmk?wM zyiM`W5sSVz$CFQ68S;{4Lsr21SuO}<15YuI+s90Mq#fd}HnSl!k&8DVRf=hf;7f%axa_*s*C2AmjijD^x}@8L~%Bme6CBF>r*Z{nn2?9HWU zf=mBm;or-7-V2(1s#q7wG~dq86w~Zd!t&gbdwIh_;$ub0H*SD0heNqIcP!fXnk%G{ zcic@5(fj8TIB=3CR#bT+i8ya?~SrWN}2gw_XJRtCzDS)eYU^$ zKT$^&<#fdajhEo|m6-VV9`~BE)fMg)Ilvq~H8GM@TeuQ;$)9cHsSN!r?4~XIxxcrA zQlm-T_Q6eQQ4#LV?WoB;$yqSFv?^_luo@5bF82e6Y|Ew~MSW&!iR^ee>XBS7|c{^DWk0*p}LwM<#V=MEriz1d}d4$c~*Vj~P);AG=G(`xzw>16yE)bj{tMFrXy-DP3HFA77P)2k+^?RBQIIgpSF?_8LR%F-EK6Y|%^aaWEk!67O56CGG^@gPJJ@ zzqk4E@EP)810$@sGOmQSMfDh)S@*%At>y9pUhDpg>n%-4@?TIQrd~NqX z_7@V*;G>H3NbPrZTtRXlOD`7Ml9q$H?`g&I5EZu3Cidy*Vp$X~@NztrWFDOC8YV+7 z7DH-^U(VPy2V|kpe3syU6MpY1qb1(M0um1Irf0Iw*Zuu!RO>&cIK@h~zq>SCP-?H8 zRQO@{6r~3EfF&q#)Vr7&GV{7?HqgY_a&D@98-H-b6sz%Nr&QodpwUWOK`SV{1%3Bm z!}Q6FgvQ;yIhpC^?#yAW7OB1;PbNfJJK?*`^sP}NxzEGV4~usK%}LF{h=a_qsdtc? zxK_8OY{`u>#>0!^6*NEM{5O7W9KUh!@4>P)Gy%uepdpi?VmWpj4wb~4)xYTF9)9ED zZB~EyTu0w%?lvZu=uoQA*K@{*!RKfQf#ekEHuxo8N`LrTIh7@gS%hn^Vw}X5W4A=J z0`0I^n2$*ol_%g*=_GKLuYY?fH^^c+H(|>QZWap@ZJl&%L$So&l%W$B%o@!;<5n z2z|SsYkkE{LHHy|A%3@iC)*De-qfM=K`WE(@y8yIvpD}u8W(7|`m>#182;cRQU`{} zPRw2>F^evfama<}FoeV`2tpaR4^A-FW2`mPRtv6DBODU7Xm1Xr2^?dDOTA}vC@4na zb@uP!?R8%=NgXMRbtIHGwr*+JygCR=H}@LUvU$O@K8c^VL@q9tM?KT$T>T>V?LObH z`&fc7Jsn-}X+J;b0D;3UwG+3;F7WO{5)I+T8xN=N^*nO#mreYz*;w*RQp5J?RAkyf0fzi!DBAbQ9XcM=+BK-|HI>m-KG@ z>gSwP;iZ=t<=5W+gN9MM zh}QMttN4s>yX6)oxa6|uw)C1$xp(QFDw3T~r3g)YgqRQ`hfkJ$^Dxn?-Vc|%Io`^2 z@t5!-RxtHnomh)fMhWd0+T%6LX(PM9dkeTfPvOnuN6P56CnLM*-drKLdGNEO_>}v6 zaPP&Fc1^RfA70ZylryS6JX{&P#NAvF5fU0-t`TbB+QW;OE{*#}pnUzF?TM%5TPZ{2 zYz!Z6jrDM@o}T^sXHjvZ(WXFt>KkWQn#JeYg!FMGevP>m-^52+=T6+3ENZ{(LUg9xHfxst>K=Vrb?6l-Q=0LL6`K{mA;m%PCFRoSPnA74@=9&#`j=_!>?= z?wSuLUo7U}&izRoSFFB&oVdH@uikr2Ua{^O9`XimUVNmSS4&q!l$g%O+q#V$C8`wi z(Mls@zbUvwZaxgSy1b_%%F^O#`)SU03tB<;4ngn; z4dY3scH|hRY{&QBg1p#BytXe-^qIC@xJb)!b4yAJN2z1SY<|m>TSfFy$Cr+(H}vo+ zlE~Zsu0&_eNeN_C`*cfn<`yu;yg3ULpg(*aA8}ym@h%d{=>2p0zHoAe^sEgZd$z}^x1t-wO>=@Pgfd^^uEz(jQ%SnQ zoux0hwOrn~?X#OwMSwWTrRk;;FPhbGK9R@YOiT$Qk~ss6+aMF(b2Rsw=w$%WlnC4= zsWkh{Y<`@eO7lsuBXP0i8t>^S03YGo=b?_P)}iphBe>K*8ObY$xp2UG?qxL?-ZQok zsts`8{P1v&m-tM-#LIwbgzoP!=g6OhxnE~I4`}A`5{y#*&FT;==v4gHjmP`Z2_s}q zAQ{vO`K=?DJJ_d*ESBv5MHBvT=of74??hR;+5MUCos;pV z{1M1c>zm^Gi68y`D9pMeR{~iypQpaqsttUs`S9`H;9aDn`$MS~XeQa~yKk1cnMCPE zs0s`JPTV|;l!WJNZWj&yjyXNWqNMu#bt3yWN8&i4W6rqG&6D_${7c*^YWse8lN)?0 zD=(63YG{`XpC*zw>4{&9vUpEJ_~M7x=Eu5kBtmbZ8@QIKcO4RT*AH*uTq!CdIxF!| z^Uy+*CQrck#v;}4sa)0d9_v~){vI}tjqGKRV(wqP+t`~m1X;XGZT`b+kJtZG_i%BQ z>>hr2ehKsS|o+r6+z$ z@gm%$+K$)0m+bzG^O}!dd`Li5+g|rghJ!!R@E-&&$~hkQeoLk1Fn0~FZ%-N>Sse7?9?86?XsO{^EeoNqFtyBVq?FYM^uMaG^BZjqTxt zUzEFZ_vYGi>`>jfa~ze~`GDN}7$4(}g-WK9V_YYDK^RFXH(P3x@5PFTJ;n$}ThCG6 z4_++6>ISlrhtFAZINyG6q&MZNvk>;O2?XBmS}*Zbi)xH)Pr-o?ntQ5#Uk<-XjyQ%B zx=upx#k%-C-P7kS8_tRvc~j$amU~F%bgx#D9=>c|NQqwgqqVMww+Ml8yv=&@eN%}1 zW%nb$T2)kx=D}OmF<915IqrU(sH_Qm&o4jzuXt-*qTSF+P`G;5X8cU?yQ-f%9DkhT zZtlI`@FO-ZokZ$sV!4vsx$<{+kbtP09z6Ae+saE0T%+DA!0WL2x!@0e-Ph%Bb3tP< z46ClY>Q@Uf{+xv+e#~eOh2q0WuJTGlM?SlsUlh*@m&meln38I4rR~&*7a3$zL4{ee ze>h8PB$ajOh_ZjUHM<{+yv^(fhDO`?gzUTmr34r`9=t^ou#EQ)@`OkYObN$e9<9|! z%7k|?=Le?s{M~yIm_K}vV;ml~^>B&cv4yu#Q%D@qR{ieXGJDT{Dk1CWXHwIg&qa=r z7c=!hEBnEdS#rZDdDMVQLmNl+iu&om%ZZfdDY><=A3p2xhBWu;JLm0A`RAkW{_c7o zOKH<~_1e9Z7(N9d-|3NhxT!W=iL-#+4H9w>r+C@Rr`PW7k;0FnNGZv+c1;Q{U-zYy z{JVrV!r9)|iiIWvcPs<14IT>d zkCXU4zg5vgKh^9q!il)$c65?nrN;HEh@TU3_V?zxJ)<&wl5v zgu2Cj9Fu9MOW=Lk`scb@et2y&H|uuZbXF8dPvorkI^X)f2h;QshfDV4+Y%E*S}tp3 z_rzg*9fof0jUJ+oFY>VN=2b>~g(_xoM1e96ALo#leZkf%uS8D5P+{KdzBVu90Ryx+ z;)H*B$sfwQt7+G*QeXQfYM&+QncVB{l@|YIOy;1nJG;5p=<>avU4QVleMZ10QFHjP zNqmv#Us~~ZGB|?Lc)5mA9-t%0O?}6o5pJo{(&^RCL#qDD&gNyrEml;ed6FT}hIG4J zllOgpZC{3%N=uUm_^f635x? zcQ}+~5;!)QcO&xmPX2C{!SD8Ue)+qI>h8E8qNeuX9vsB@x{C!$g~!~h9%+6#n6kcH zAonmCU%nCqIffI_da>UE2jgzG`>*X(Ws*9|k z3hY;22B zEdps2)3#Ew`w5AEJZ^{XH6LrCmKH@^cZ(`3yPvq6a(en0{oy+{qjslZZ2M^lpHhae zey(v|X5tg(-_O76WKp$WTz37o%AP;Gd>OVyoF~T#@AQeHFIbsR_K%E=-BNem*O}7{ z5kSe<`>HeN;a<1e31vNM^1l3CWJ+fBIOpgOzq927^!_z|{cvyVdHT2ayRD5VHzxvh zPIgm|)5Im1oGYIiD$$h1G=F96hwli=Efn`w%h!tzO6dQ!H6to47=}O30_72bw`*a| z>R;t{eIDE+1sfHFoxKxfDcX~7_v2VWSnUyN&wfhv0oSPciG+os0>+i?4@!3)&izEk zOq>$KaHV|YxWD#88XdR_5K8AocY7W=d=hMZ1?}vV zJMk8I(kdi|$=mo{v0wI&*YkV0a!~l>=H1TAYkzj|A$Dn5?tClMvfA3=+bH?F$h7CJ z>{=A-hj-n+=8!0H&9`#*`6yebc&N8G&#?FSc7dv$PvREoI^Fom+f-BLk^RyL-?i`I zE$*`L3e-9CcS+GnB~enrv!83|iCT#M?@Jr`zV2Re=Ie{HO_GygU(E0@CExZl_Z>=RL%UcO&1Fs8-A zY^(1#n6bWUH(f_rq}*dGz~B`$CzZ z$J-Y+U(fL<>B|f1o>Mh{ml&Vyg+@0~N z=vA0ycL+7-tsW(*NDOtZmeW(9`)WCz>-&RekfISW%i)*(kc$Q$>hTf_uko_2Ar2Ohkw^j`GS-Q?y-^MA>Gv$z`gLN zzd&B$9Vh?Dm?o0GZL}Sst~#*`ykH#MR>(N9k+E z9%wmhe7QLbC{EZq#Q|8d`};lVx;8!u6~EbmP|QpAegyTwWdsY{B!rU=D8k#H^g6IY zv1{wYmo7HZK5ycPM~VVZ{kNGh9I6k$m0#jKX;s2v2k}Y{f4!%raHGcsi4Ma9Aa$kj zneyOX4MM_3`1f^x5_S8I3tT_n`dT?5$s2IZjh$-R?Bsl-`W&OgHNLlyVu~~v-LWHG z6dW0x6TEJ>ztC<|dxDqEuiWH4Y7e_ggxg7cj3ok&IC;?6-HoQ?vmzT|FNjX_?BR>FoN^(co@M8TXzQ3q>BBjPmgu+Xd zO)oLdd4rYSQmMW3?FzLzkDn#xG&#Iy6lg%N0zyu$UHgO4>D%C7p*bg zTPbV=UT1fY44Vc8rLBvJ6&dF1|1RU*{8gb-cwT#GigZ9UTv^%Ay$vcE}%lKL~1x+Z;Y&o90Oq)Zv6&mUs&r!;w;`a_#qXbEbz1=v~aNWZvKJ@U4S|6*7%q!brS$5mOPej9+UY zx9?HY{MqFq+9F0_f66E~5!(`u{=@j;T^>h@P+h!J zCD2q)D%91obIR^I$@u;f(SG7BSV)J{kbB|^J!s!rUwtsFy2(-t1#LbP=~p&>3R2kf z;Uyzaka+IbK6t%i4S)L$^BTop)b!P=EI-4l1&~O@a7v3B_s@Bc?F@(0Az(TyD#V>y z|KPcHCP=UHo=MUXk zu7`KVLTmEc-*e9e{?s9r#1S$Mkt&TMH|2V#a|kfpYvO<`JI!LOr?Ia8}Iko z?e)BdyaN-$SI}=1`GMZs>WvhhxPn1-n~#g<$V%C>%=uuTd=IZBO2$PP?&v*y zwOG}0vxMq$Hr#qDKm-6`*B5j z?c2!$O-fX1xxNk~1rsg*bUP2~= z#g$InkhRJTLpGC>lT+cea)u$5JwN>Pq)0n^uI&H5p4Ea&6prz>Ui*=5Q}RpCdhJ(i z$e-B9XFl%zDD!d4+NI~>DdfHfs~{(hQQ#=*Ef;E-C?5v7h z-EXDI`F&mzx~GSTs#EAck*=@oo_LqYd)ctc^wQVXbZj->i^KLbi1e^(ANdHJw~;@) zNUw>4A@o^%^CP6X!+;&=d$s&oD&1mlMEmfZ2iJJHoD?-3k~pw;v!S-QcITu`RicTQ zWcPgM61Q?R<$nF=%>ni0mh-(fZN4g<2`U(0Q(|Y{)WEB52wSOAtLC$IGJs>{b3H!U z9{rIpm!O?^gKVFClZvt;f1Xnef6<=qemfWEDB9UqCQYUp)wK0G#qwGZt!6holk2(f zE2uq3S-8QrSUCGDZx*QeUqMs>Bk_9poe)!s!Lb#SLoNeK8R`ak26r#^_9(*Rc*Pf% zIJKtnvlTk5Vf?_&7Pd22yzk-l6F2zOS?i1egr=Yst?CC20IwX%V0T)L*QOiqcklWA zD%ntW`o(ZnT@^_ALCfI`Csc_=edKqG%Q2k9Tsd6hEY6+913 zHCFB6pI9TS^aDO85rb2E6NR}auMb5mM%%Q>*EC!Yzt*_fC)W(qHVb2G2_RE~UTq+BcPcRY}XV(3%BjgFSK8J65(5++;?f zdqOlWdts%Y$VtJa@Os%4md3YytvAeeh zEp@+6Pf=?LOIBIgfBHagl< zBObRLbhBm%!lKx855Jj{HsBTxDw>*X+kxxKt*4zCf|8)t9i96};VB=tV@OB27rI|P z`{_+Zl5&tj(3|5V?W%_~4Mz8u{WMcPQ;A5)R^nCkr2KUc^8Mw~fqvDrz1LW7`A$eV zED<)o-*pg82VPu-jDPRThk}kvy(9O$=E_Oq0AAjsb~;qI=*sK%F+g5cyhBQ4w_F_a zlZ#_N{IpOy|HK;$MJR*r@WC^_+FJEz`lk<3D8^0aCzCgM@C?HO4*?A zRPNw0xhL%OV-Z~Jk;NjRJ)h6Cr=ajt|Md>j`_2}{zIg@KD!=|WvG1eyg96;0?eS;C zmriO%Sf#YTi|q>*IqI}Wf4FY0`m~T8&hhN7XhE0`pIr!?;%5cLYghDrW&codx7gPX zsp%*2@dXDCaaaq0=)C5+qW?jnR`w6^?udRycd4!5xb7is3ro_2OE3lSN$l^<&LpWV z4wY*(xwuWLW36aWL4nhQ=T_|z>HXr2+cUJ()V^+!UJ$mbXTDJ)@F*7oC=dEoC|V{y*6~htmrHw#2TrpSi;!%X_tMK} zmjh+#^NfdItEic8?V8el+$9<19zjViz+XOBfnX{=x`WUA%l3#g#Pys|eO%|ki$XTK z{4MA0W5pwz6lNc!E@9|P6lEM!=8Ca0@r|0vQa2QFcn`p%Sz)?r!N>8(B^PPR{Yr zFbUni-{nrG3+NI9@iBaD4XtGy3fCI+TBbP$O&sb++1ze_BGr82$iENr@V)B{uGp6R zl_6;>0)lX>^fGhSh>XsNZNX>X-gv6$+}LQp)!t+_TpzKfAk%s;i*iAwKr7G2kPOs$O7HXOu~Bc_F@WRrfN%~tM)HPSwo_-e8_`o7vQ z$gy1c&Zit1>}z;K&wRb#0YufV6x1AD2EWGj7wqq(y^b8^xGQs;4jsw(X}mLpPzP*kvDL!L@t}! z%5c=x9fvtdGcDUA*cjWwouvA`=0_Rmn~d*K-m9g4{gM8c6+NYmA2%Y&S(oy6G0>ne65Zz^E8@hoMMzO_dcKA6Tm1rUpK< zC;(b2e)F^q zuru_#NoU8adXq;Twn32B&xCKjHP zo^w#BqI6POlgy6sDH1E03(Y(n(l6VJI8I%gA`S%1);pwL^v&iCSxmYjUf}$>n~1L| zq{hxD9mDed%zJ@~*tde#o3t(K0;zoqtAL}fS-nW@@8MM=UH$&o?&B77H%hOUIG$R` zVUldhCPg|0-16BTf%g%F6{9(|BE-u=l#I%#K@x3Y%76o=P+m2twQ@!o#uy< zO4&(C$u)a!Bk+RrQIRx(|27}$9)U6(`Izr_I&+e51d~q&j~)@<;AN_JcYu zt5u3p%k@~`eO4RXqT|Y^?bPr_k{d~DEl1xd#<~wnw6=ByxRrLzU{q zMvQNXz)ATX#W}0mI(Bc7f%9<%{2o4!6umHfTK%#;x<%bNuGdr>`CJQqmUxe6e$ITC zf|-2Dtin_5@f55~ge@V#T^`(&|E;9A<;)iH22ivJBL#uBl7qba$+8AI!NK>i6VfQZ zLdM?dx%VN=qt^! zxGY%mW!H|4IlBi({R0=XzY`13&KnXeK}-B`P`u_y9&Hc4y6|m_OLsV$Oxn@P!B<#3 zgBzF2$m_q7BOZ=Q@ekx1L~N{wh8r*8%SooLr^FYHeByrXOE?~tyjk)%RPv6(PgC5h zpI0V$N68$V2vYmC4?>nLN(on3qRMt8d%|#ziBxFKseR(rrn*VAmXRt!+?lZ#GNB-7 z@GL`LdJ_K>vk0j<35aC-5h92Z%XUr;J{=?uTMP%9q@L}uOv61w7E;OIT{A>vR*~oC zjsM=^DXoso=kE<4anV?4_aJks7ceSk4tss4Jy@!FF~u+hWaoou>;4yc&m*tZNPkpa zfh5UUPR~K!Q%9*@WOG-stOkzA(DFAv+k1mjf{WB^ z!1r$Rx^GLtQ=K(;J-z<%0LxH=hwjfiX$mh$hmS&xY`vOdJChvbVn!3CQ?{T4`}Dn! z#LJfAnob~<%O>8I3PhDLKV2|Mz9S(K(}R!n_!NcpXV@G_ZS>c?c7JUZ|6EHL9j8yv zM7`8&j?zvGhYT4>`_vD1CWxm8>BiK6V{3h|ZKyCOB~UxdJ>GlRFv4L6rV6?3#w za`2R~eDS6h$@4w&d+?eUjUu#@_<}ccYHp~(pV`k^;SQT6#7ZAthPVP?n7!}y%_V0^ ziQmPQ`o@3F66L1LSv=d9{fHweLgD>hZr|kJW20`wt2( zw!ra5KgP`Mo-HgNb`TAXSaN^S`aW(+oSvo;YxOa&y9axp&x?#>W zy~|ykQu-S8WmBAGiK|FV6=(!er(yQu<0l%&dnh=}%W)J-Vv=+( z^{D?`x3_nD&HJ``!Jx+O7{>>}MgebiDrf}WRlSAGu2LluuTAWJ%7X8vXaL7U6SG5d z{LJ4SQ0~X4PpRSe@D=yeDL<%JF}Rg&DPLTUi!KfdJkBx9YX`q>C{#by`MdRdvqPa( z_s6gZj2XYTe#Pdf6GPH9U&^&fB)Yt~o{Ts8`y@?94mMG8>|&*Nc{X%#!Wy1Gd)KoJ zYVByBLt6`(c+oshRrG|^gy6O%wW*TT=3F{%P6(C6!tC=4ige*;RBN}E&%C6%XmuU$ z%;k2uC@>zqPrZ|i?`2QiuXG1p4(D&SN3o_yWDAvo{&0e;Gt$D&aO_EVaP?CCd++uo z@x6m!hBFLj<4K%qJXZ-p)i8|T-Av&LmdH8IWCV|}p8AJBNHO~zvh}; zv=nsiFIz(q$!DmtU07ig@1cUC6}6q1M3Ea7eblk6Wx;#lyOv19x`&2|UVyvuXH}9t zybqCdv}ce95fXWy8}Yher{|f7>F2YOCtI7({dV45HVU`Q;Co7cqioRpMa=c1i2UJ0 z3MUR3zJ=42CKBc6Uw`YYDi<}*=1kiq#y%(aRA&oC68vDOf` zn>iXPLoCm6?`P(yUIg)mdQlR`%GPa@wEZvGEzW%Ju#w#yJ0lL?m1Bg$&5{-MBqN6^ zwH1GWP^elf8CXh`V(ggxy+54#Ccjr@`)fRuPo#{*?)229aGcUPM5y6V^pb+5*Ze|) zeP`?biC`3e?JK(#K6N1^w-%OzY|kBnMIbs5XZkPIF@_#Dr3QP11C!>2Hot$tgF0My z0A8Cvd=lg$TWN7)uTtM3LW<_&!>d$07y18t`#WB`_qW(>4t}nOe=5!r(@V3^gmCEd zqvGg8V5l3vEAL1VUIL9~YXv`Fe1RcC^?sK+ljX#iVQwA4%QZXSZv9O$Tm!m&3`7l_ zaT~bIJXYjccASvJzq<&}rt<&W_h4VOy2zb(4*q^Cnj8{8?$%Rtiu>KdI52o9ZXemc zt(hMBp3>&RDPs*Pd&p~NP8tNgo*a@2O5%;Q=2$uP_omPPCqi>Rq7`RmnP1w*~3pn zSSiKAC7zFp-L0FDbV%mw2dPi-txJgEVfHo9#Wzc%hl&HgrKOB(@rm>)i)UIu@Z~8zyp(mM_*5u z#E)>FE63pzSs@Sc$#Bg@uPB^y?a?#o$y+SETjd0D{hUf??Lk&a=ufx zAAVTQ!TiyCKFu2861ePFzQKabWJm;!Gv1t0Fg)yeA%i)($HhC9%*!oxG&3N8 zi|$vW>DBBlOS+gVMMa=Q`ivY$NphWqEnmpM=R^cad>_=(KAcC1(ICHNV~7-tj##BjwDKZE zj@lPAt%?&ngOm0mCDl6n)_9XMRr(*5|MffhOf#gdbTE9@))VU%YF04^>tr7&G0vC* zE(ku1B%xWqu#e!ACDMD3j;-pktqKhkhuBJ+oVNi#$ zhF>>#-z?@DUMQJl`y#)Erl8C>_Ohi>qB8-fVoXg(iK2Jks^@TlH#otdYV*i~%);;S z?KtKsNoxxZ<6ny+$@}rvY=5Yqi7&a$lV>K;!=5}9WFC530WV*PFP2Pfe0M~c`Lcds zDfA%j7QVK#zBhcbF?akd2J)N!zQb32vjO-y|$vuA;S9l3irnQykK&N{3*m|e>X5@3hr+31>7fL~S+D8ZvfHyqwQ-7eH{R17^V%1*WisQ4?|Fuu?)Z8-_ls(j&2 zKEZ=(oF|N+C3TYC*-_T~K7Vu75?D)7LKRyxmBh7j>|ETv^2q_+IW;0E@a>Lzq3j3k zw`1*{yD(dh9>3l2tHKrd+C$>EeEB_f=2OXQHuXvdyK+7i#HydIWjPJs#Vp`-^bStLEOePms;iQgUnJyrcw^rbsqvnPKk#VtH# z94X!G{@_(3)AoC(yJY(k;ax>~>saqq5#KS14RM0+!L{0A9DA(Sy|OQ(``uc)YbvGS z`m8wazpwj*Q=OG8PukbwY7g+iA*;=inK_0J0(jvwt;jQH^FxdzmQII6FmYshM_qe2zpYBa(o5%~C$sgLoYfW-x;o&dD zdg+$U0WQH2BhT?RtEDKX!5(fuB_UjA&*SO%BnFS}yeK6hX@Uwnqevt)eVKwniJFivk zm;AD1eVpIpa`UrOh#Wp&_Q-gca&%^bM;B7sMubMOuoSFzfjQH8Fn!a+0 zil}(@RpFX%tKE(9y_LI2UO!Po8+diO7kIH!g-DV{&oz53yQt6>J6(pj;E%g|;*5${ zR!n>NkX6Pwsd&oYg|~27a=|uPOE!R zMY}}Q5`}2heEO1WnbVhWKB4|=FY#ktOIK1Z%cb(QR0-S5zJBna6p=DvHD3X64FY?z zte{ZM?gySp^@ojC2EA=>TTp;w%pN+&VWqc0DScP^)nZLM?#1fGv z&WO`ruVj~Ok1THZAN$6CoUn2aEQmH<;|TbK+uO!D2@lBFyI!<4vx$HsVH)-ry6bB` zyh#s%Kofi)-8hD2jpa8;B*>Y8sC8I2qjiV3@M)4?5^3J(NynxzMQa$c7Tg2IZrT1` zGvp~2DNJ|zH;>3=B+7M5&qB4SdW)0}YPI_Fl!ZN2AlC`<4$CmH1C>yY??-lYxSkZ7 zXsXw}ILtT^vY*nuQZ7>`veNCxBwzEsX3qJGbNanYX6{#km-zd7?(Lk-Q4 zxC-5z;+P6>6Z@3#y?;O3AUkpQ_%`z`Rw8yL9sJVA2Tl@L%;tHls47sMa=r&X-|%Y@ z-#3o z^6%?+ouw(bE3X~OfqquP_mhwn*MsZf%cq*5xgxkZaVcP>Gi&XbBMo}p)lxFe-wA~Y?^P92F-^Ynaf234XhU}vwZDT8vjCj>U{71O zb5!t>iKy9`&PNz>jYMgvN|s!c4t~vGf493@U`A_qH-A&xbCJ4X|odv#1c ziLDP;2tAtLGp=Vh)Bx82ctD50VSMCKBfR)o>#!&%uxJXII4{-xut2ISB(nq-ak>aK84}9^1n|+s&{V`0&H7Y7$?4 zOVF~Y`-xskj=rm;M7_Y2unjkdX+^$KZum& zWLA=SJZX0!xBbIq?&x=q>AIy-@I^rsceri#8t^@2wbQ;Qt+?8E1%YyBCFvI~b^fEoF#4B<^Zz-;}4I**{KBfqd!iU9JlytFvVP2*j^gJcxPE{&4xp z0`?78a0tM{_4U9kvQAM!}sxS^xKR? z&J-NKDp z+qgd*H5yxjgfV{j;-Z=OX!VEZhf#{0wHQpdTCaL1HD#bcjv8} z?n^kj3hq4<%`h&n`FWyb7A7wrOVB^D|3^QBhO?jhRaNio5?+1n>)0zFHYKyLy&-}O zt(!t@b0khyatxnhnw{gnr=HkBg|GVkV5LLoT_NqAc-=uTL*?~yTE$R~cFS(iEzf=? z+4A|bCC@|Qy?=gOxMUt4#NTXQ4ipUWLUm69PVbYguU+ZW@J`0B^U=edq`CQAwk5nN zaYbcPI}c$TDQ)?Rawpz8rr`GsDX}oe8o!^tc=6tKuTn1C3eIh-4Ebex@^Ns{K=iT8nO=B#nC! zI2GAFao0o$KksL8Oe9V@Mff5bY;QRla`W4F z+3lcSNtmh~fBbwUr9E8P)p!tYA3f)Q*3C8B9a-hX+sL)huesTClt}h?efP9U1&gFy zZ#;!4yDFMgKXH3UOuIb%TDHCr^wG{+QQX#SAwvvY^3CFO^?r;?tUcUu4&4FD_eNh} zIgH<(v)XA4-go!P$BXjj@*28t(t1CCarU2>`{k6PE+Lv7<$?Gn!z2J^8e&I7D&3C- zuH9C6OV$wKcK0xC-J~s@ER>-vR%*hE6hV#SGRyvpON!LKs$Mx(k+Zxm&UwHsHA?Jv>7HZK%JH$P-6DT>%r-~j(3+s+TV{{~+y1dNmM8m``BVUenE zRjZq}eE5T}nwC+c?s+7RdXpat72AiClxmrj(}wrz%_niA1*HQ!0oK>p^D>GFriq^3BxjT^$qz;EvE*WLBH2) zmF<$FL09Tq#<#tP!Z$PGL)ff`;PdM)93*MI#bc{dHdlahBj_rtniu6k2{;z z%fUZ=;_Fo9VBT%P;p!jmr#i9?&Xqd0_HmEfnZH|!E5$2k_s^e2t}#nU`+Cc)5@GZt zlN;6^K6fstYhu3jhc)h+O>T@2hs)7>4hcG6_77dtm;F~KvI`H|XW`=yF40vl=I+#H_MbRntml z%WJOm{upIjziyyvo*i@~Yql?+L=N=l_#Bbys;N&4vEUTRS-xl9v|}5Z z!!aKoUUm(^O!gi6mQTjBD$>?^-xXYVGrOs-<5T-Ky&GLy+r+!VYwj1MDA$MgFUXC@ z9f9Z-0>3tPw}n+Qq9eHMJhShLEr~-8vHi4+rY9aO{z@L~DVPV|B4iQWyX;T+e!eGU zC13w#oJeN6w*V(g^%?4e(F@nN>;=Nc76Fmli!)>|9x1xfyjbiCxCZZoQYC5{CD7ox`+w={Y{K@@mURBv9 zv4G)=ecM>L4zrA%Ei5Q+A(n&`0<`R<&+pX z&gIC8YO-DJ3QYP(q_uU_%d-24sHfKmRr2{*a|i#L@a1@#@L);Mz9-4cz^PMi?*F{g znZkh`Rtgm=nOi}7QF-Pxm?tK1-9Lqs%9=PAGGCv`is%pDkx9m3mjr2@K=l%vWtS{j zZn6qUE7uE0WXl7Q?EWT(SDK&Cc_-lKe6E|nMyJ(dy9mQ(u7;j+D#BITp|ctymz@4e zk$aCU!I`wa;0V9RG#|vfUwgEqy@{{n1_BRh)M)>G>wE2w!h0jm@HY(z6-*O6j-4j! z#qY^IT?0-?BKi>t+*%$F&drf{(Ax`NSzIAJWKuQFDf!kF!0s*bb+App#Ibg3b^lqT zr}ky{Op9p!jR($v?eT;NeBgHtN=_6WiIypNT>)=-QnhTyIX`@<`i3jHXjcO!(lwn$ zdB^kXzB@aFpY5(0RQnle4zX(O7URTY{-9P<)*JW{yV3ic@Oe6whl{xeKx* z+G{(HZ>#s_)v}8_cV8}?UVNfR_(<}!Q?=cB(MDWI4qH{V+%IG1gX%e_+E1#Fa^(Hf zY^eKd#JmS3>A>e|t;KaJ9kXypUig;Ze`P=T)INWPrOnqIg?9VF=eNcW@7)U8uSC0x z7d^&!Z#?E+1f|S0wu;SHkU zY3?=Bd38soo4XkNvQGz8Cd{_e-vp9{3xJu7{;Koyx0m-xTH=Xx_5;p}A?m0KED+qqlp|Se+9#=Z% zp3ZwwTdzGerNO^MR_Yrk=H7~=&3Py7O#@Q3EeQ9xGvwkaAs(pFRHuY@yar9>J9;VR zlLjVZ%FQwL$HT{PNQ8WBZ#h-zYAyq~hQ;^b-6Ix&Nx#l(j{5iKuUwS;2}ADXDVS-M zQmv3#iQ`M-jhci}{G({Zo*W}YexJvF?eFs1=apqr*mM%ThL~T|wbsk24-ZaSY>@s= zmny-q9ycgR^h)*v_rQ#d-UC&5j(vS+`I@khILwLXl~r#cFj2hrZAHk8ov1l-EqrPj zOTl5J51cyjT6fICgw$^tzemjWA7>MXnt2^NVoaZm2P|_q z9`kqaU4?5v6m_8fkoXDiY`yZj-Z&9(@y1S^x#nA;e9XZ*?wap;@xNiRtLAFtC?U`E zy<*M!mgTi6yTkPN^5F7w@Oy{)njf~lcaDm-q}BLJn}eY}+@pDQYx6gkDUHB0?ay_e z!b@9bZ!OcQ6J3lFnlmNQLpYx8DeaCqxVO9Y<{qE6MG?8DjC`zn7I&XY3oWkrUBdcJ zh8qQD1hF5kocHkbmTBb(aCDMlF7FKQY)-J%OK_n-KN7!JJ!g3ESbl{?dZ7}pg}qau z)WA1op!ryziJ8D_lVTE)o$(G;5&nz*N-wcx+?G1TNP1Yxv>V=xUVm=p1C&x+_ zB}w0e>q;2Kt^X7EF1@<$%5`3U|BBUAfXL$g(r_b+69Mi7wh!Wl;f8ap*b*cqvLqY% z_o-)873VkC-bd=>V#CHhV{-B1%a<=%tjicPC||*=n6%Y@DfvlL#Bh7d=w3^Ynq)IV zBN(BB_ZG>JcF(WdO1t-cq;bl&y`uRE4{%d;g9z2& zkRU-edl{5hIRQm|nn~@-cekAVj!f_Rx+i})zWRFI1 zcMHn5Nf4?C^0k=*ha5c+kAwna$0j*l8t? zaQZjc-FoqKoa;W*fT8G`ngTN|;+qBEyQL>%Wu;$}-c#mk*OT%s!aYQ&fK>^iV8h8y zKF;0Jq2+n~zz>>N`x{nGlit&c93~Vd+?H?fwRyFSK9U+$tF%{Pj=w_tw=Mf2Ygt=6 z>v=c#DmF2m%l3y$hSblQctMjg?8(eUX@uleKdiFVkvv^ZRMb89I-iojtMkSzxo)EF z%W(U4b|gL^oX~ULrX8ViG==t?<1oB6S0bRm^W=PvRh)Hi>!h#Q500VkiX#+ey>U{Q zRnx%OQRS}o&N!#?-4ZnkO+u76Ja7wg%oaE~CC$Y!s7M$Ow+q7dicPz0MR{ElYuk+R zuZZ+C5ptifQ|wY5NtNKb&yd;=*I$5U1xiy-24bp{fK&A0+!x|Nd3YT&lF$d*s^{Ug zuT1Ih*S!->lx-rng&+@O;U;eOb{f7!$$R4P8RxyIMF~LL;-ZN(h7Kd;7w#$z1b}UW zxcR$wFP29D?m1L3cj9<9PTsqs)~Z4Aro>3Mc1mPJf^VhdXyvrs`*!&(Lhdb?avS86&Iq}Dr*fkVe5=yhonWo!<3a+ryz&cA#262s;zt1Q znN%rUl{1Pe&UXN9m^noY4CCcSz9(_UA0{{HKM#+DT(bSq=}O!z$`eI5C{5mcEOvS^ zEwE?RAV+QpKJ5%VoAr0s!^v6l@!%=F*?$cWzs7UoCed)HLe>7m^G0tZ-+^;DMUV-v zK=y+ciD(i@rl}$B))>U-5qK$CY9+X;d({Nynq4~D^;9alY&Cnafn_EmgZIQLa5T;0 zn|RVZjbeelqe#MDVQy2Zp6ROOR7z2Bt^ycgo7?Ctg5p=^s9X$G0S^cG@}+{9{mZw21P zNaR^7sb8BCm1dSJCeOEEd3ijY!Z!WvzS*4RMmv&Iy5T|g0$6_bme8PVS{eQA3`t4{ zUYgDn5^?R1vGk|p5c&`2D{uS#tbMLG5_7tJKk;rA^b{x75cgx0m4P==i+GyFic2dv z)f~h5gmy{}x2d%(5&NM-YiIj?pqz1i!ShUpDP`;^y|H=9cZ>VVBZx;SH(?=7nH6`x zZ9n0K>ZCudy@ULMxRC0j7l~Yrn6bmXI#CqG()V>kDta6qQPtBV0xtS5ZC)iZuE1-_ zOuEhFsOIrsBgjuxGM}Jy3w9PCyv|v-h$if z98( zs0O{F0(vu9$fogULjL5<4w0wwxB{Gm|Fs)?f@?G?S8 z6Jfj%xLsO&5?X1&vH(slm_IFb!Ex*6eAg&y^kyYHtq^g$>)qs z5eB=G8Jqgd=Jw$%_gtF28jPIa{`OtDXGG0PQ@OBj2&}Um^rlVa!k+2^{|6)#5AP%H z3OwJ={?Rk-J~;<6*u=@siMfaVrDy-PF{?;_h`l6N6!pUHk|y7{1}O`$Elf^$NiWHx z5_osv84~pc}$s)xB0D-%s}TSlJu)K!o6+IMniU2m(UJ=qmWRSvc?`$9-TxQbaM|COw7 z4VJaKnxBMZ8^=Y;HJXN(&{m2AR^Sj8YRi$R;K`?2RD1a34=t+Kym*k5&1#nQ@S+1v zX5$^fJKTtqUWsOHPaJYr7MiinnC@SZQ(rzZFXFqtJLIZwsdwcCAsTFqA=5(4ivOx@{BcJn^x3?~fb+er_f9C2j~$tr ze1j=2-J=Zoy3QMXQJ$>tjZ?P(aFqp%?tCk9(L65K6cd%ZS9@%UEE2V^%DhDo?Hz`a zgebAV4>D{IC)3(jnpnRRE=`Q`q87gHLv6%3E9$7OGg;DlXrg?mar~@c!)r)lHPuEA zXZeY*kl1IHUx9Agjf@j;%13^91)>>cIYw0MbQ|EhoP;b*Ax>F_6eqzXnuE6kUh>;g z;miVz29?fADNVB(()q;Liqviq`E<`i;JhhcAjBkA&O#S4h~G|1J8ztQ9Iupl-GuG9y$Eg=sb?YZQ2k)OFVUStyX=YaSFe=HpTXtC)_Wqi^AmFVoZu zj)jqPY*tp^9^SJpK7<#*`z)cAj@vn|Tu|3cU1oULdG?zGG7GsBxsGj+cF`Wzs~`nM z`ECV{_n|t+PklTM;78tLRmb7}s)<*MmYvW4l_@sJc)9aB9R|8AC-LspHIf(Z_w@r& zx^{3P7?}&*P+U@Ou`Vab0%Uu*bfkkvIok{>+(zN9qRmc-*(2!ML`^C^AlgsLvJ;2Y zbhz!(*wq4O-)ruuIX5*3!EImATO35IB4XE2mO%qf{XE*?%tPIfz_n0oqQ!5nL zz>k+BlbpRyhO*-%r@r>+ zKKg|nr~b_T(T?T0_+4VEIsSn{L-25ro;d^W=+L`L(_=nwA~loSRa8175?jFQ5#J8t z?rTIrf0IZEJ_hj^k0>i^;ugC)SGmE~`-OK%3*1z*_x5HJk8$_?Lb{f@cCbuiHqFco zuY6`#v|U)NW;purt0a@e)v~t-+GgUI*`9b(O3G#n zmw1D7sqH8fHJobg<5hr*gy_UKOKf_2V@tw7;j6?BV5=y2fxsv0#HSgdvlh7Rn z{!WA?VXC2ydf&F^p2Q12{~H!b%4`as%0=DyX?J)=s~FO{JeuT0Cc%*K^s z?b^cF+Dhcl(3t42TUykp)%?+pppsX*UY8?r+^i)?PPN2I=XsqI`11Xl^#7F)Wfrnz zYmhCc;Ho{m=$1Gn#~T({jX2qMwX>3gsp5ik4rf@Fdf+&sMG=X?lZjwz@9`%nNqUKr zoazdXcc*H3EQF1NP_!u<4X@)zQzg2!WGoMfnMQq6#rO7zQ0%sN6P`5^stXpy4HOa& zrP+}ZQ6k^JQs&k*UtQGean4s|272uzIr1%}uIo^_@%rJZ=Pjp8urj^yshmigsa=%| z84)SL3L-ez4n%Yx1meP>m-*p!3z_Cw$r3+V&dPN;b_8XQix{1LUT9l*^Xi}>Vu(0? zge!cACnp>f6+cJaSv38$tHJHDZ}gH{<-nzQp%Uxq<6aHL z@O6m3!HzF{xTjO(fF;HQ-cJM-ZLD#_s<=9aC*>lIb>l`R zyh%}*e#E5u@VeSfJiK0xw;X>t`KxwDOE;6E>z4Oz;l;lQIUlD7<-kkSvkFi9N4N|E zUsQ1gGMs|v;eKYxuw{GnzH^kex<-5W@*rdvf!h~4PmE@ts4E9AIGx=!w^B}`A`duc z&V8Se4h_zxwgX=gPj|d(sqs$M%_-)q4CYeoUw1B4vcIMI?qw~bzR9$0S4OPk>piUD zQWnue_4y{bQw8e%qZgaa?TRc$aGIO({^qzTQNiK5-a;@~l05#x$6E*@<*4CCok9Fv z&k=XATFE=eZwSKenmexRq}W3t{q2*!9mlm=Cggw&TOyw zJ~5kTmN)rx%5AHgyxkaD;y7pHtbwB}E_;M4R66fCUcQI-_ra~u+NijJibMv7s7E5h z8Qe^S9&3kQzVOzg7L9mm9NXw)tKvcwk2Npmq<@zin=c9RIR|z|>9QoaMz*-)u`tPi zs5v$0o9`OliJo_;qIAbxAmv8!D|nHBgyW)Nd$?%V^|LE7TPyiOL)qd43Q18`KLzj5 zZLvG98%`&{4(aNKJRxXs(3e>^F zx^TFJRbX@3Ms`Co#qrS-dM*#QeLK$Q#Z{|5eBC(a&0xJFf7UKzHO>?sr04H0e%NoM zNGI?6+Lx@mCkWuPS+1<0>jf;$wzAjHgnc~vpZy!YV%or0efVCvNP6bY7IeU;N)7P+ zlOvJ8JIWIOB>fB~DDZxk6Bs#O?!%|&Ch;2U_3t0t4yqaKH!xjhKg}8WqntJjh9V8_ zzM>y{tnmdqwGoe1UN3enC_89bGE)V39#zZJx}M&@a4F9Ck7nMM<1Nk(cI2Bc9j*_B zE-(zv*Gnldh{PbNHeV0#UjHimmaq1;h4lsd|5rbZ-+5h2wd<~r2Vd2QxtUV4dT?-& z()|iCoPsybN$5oU9$ERoPzd`gpHTw?3e$4j_|pAWl!u+0$P_V2z^IKysE5#Cd(GF3 z9gy^6x1I|QM#!Ml{&=~By%k}YdaKx5SdWfF%rARRh2N3Lb8(Ou!#FC?uGX5LepBU z+s#EYY9#0tGAUdvdXPXl zM^q|d2w|=tJOhf_oSd+=pt6#$zEa)2TPt?i@?AjE z@VCd$j#a*zQxg$$3~%T9!fUM6aYy7yfZGjFi7q6hpGY()TdXlV`st^?wa}yny8m3iA!b@__=AP+I)wD#_{-2YGwg~R_V!! zvlJ1a7Pzh6l^;ZDGu8-d5=Yq|!h2L~2zN0z;Wh3i!uyFOzQzub_d?e9k<)T$=ZxZ) z;#vf;g+L5j^J({tj8Ng>{uRDYm~{4T<8D<%XqJV9qy&^4|02vE{Sd%??Z=9ewSg*q z4u4`d`S5MSF7IdOI@*rOC@62gRQnQF8EPDIHYpK|%^sIx%~_yg*olnc7pvKPC_F-z z0a~B=Vn?lcSMM{kkBSn+S4=@yUdO|WQ)fu3V!ZYp3Vf#;orr*B|MnOy96jXbys3w^ zA*X(1Bt&@KH`~uhPy^pP?Lzk0^YHEjTqKqv(~?tPdH*Z=DeWy}q#Twz(_vPAb1X@c zm`r?DIcxBiNTr=})RUtu(`EX^CU4(+js_QKch*c4&%@lH06dLO`!=Jlwm3IX7(S%Z z`<>ZwC5mc2*}ENqlQ7l2E|`@VlRR}djw=!SSbRTFb+j5rC(9`&4g7|KgOrW=1*18b zKN~6uWr}}ODtd)$Uc`gJd(D#u-qyI9Q0R4>UxwJ~Ix~kkZ!Y78qoihYJAb@)vn=;W z*leYlE1_i019;yvjM1;~l-gHm`q57tA(yN66{Sr#MoXx`7Zm=2anT(?CEF9sjGKL< z^yv#PBdh`&ewz=sxrtB)G~6ru?_BM@|4B`2j=xhB?=P#(8H|qL6n$^4fx+w(4;)Hwm5+r<=i)Mdy+QaufE$dt{RnI9CTX;6M9pANk#8+Q?c21c^^{M2(+H&gaktt2*m|8P?$MYH|huD3;;5t^o zeXlQk-teE8f!O0pMD%j?kbTDJojGHbeW%B8=6EYjX&lkd?m^q`cy3b|p!*A#_rle| zPmpX0m!7~ByU{)QRArtK;^q^Nzb_oZc6-JhsuH4}iBIAej`tcCkl+$#W`#d}KU_Lt zegf4R78yzRO~Oq4?6xgQBZP}t4lMA=9o0GhiK7VCl7=JsOBW#$%)ax;`JVO*;Vk4 z=w`Loi+us{tYRY1ZU($J(Z-6ZO(+J}p7` zINog8r@_}nDHGN$jBy`$aY;gLOOX^;kVikhvr}Pt^0-x!{)wfg)YhIjmD{lxR*x)w z@OCm_SqL@0e!kq!W+auK?FkjH$hEG)0S8QKRdnA<6qSS5y7IfV8`)f6_$cv3pggz} zcX$%<87Z+ikLLESmg6MJA``zU-*TD1Uy9MqUemFZa zxq*kmg0Kbjugg3dV-&TM2#Ep9Q)y;hIwI& zDgq(}YP9P~Ut}@2h%|z)sWnSCGZGbnU1HU%66$zst-)Co(}vJ)4wK5c5u^6CC6`E)HJZr!r1iY%Nf#q#c0M^gqPZ=To`bYQ{@JUxC%>tm zkbd}05EAs0qk)WM`bsd%BT{IKNXlxyl99qB;B|X(Dz7SyeBdRDKQ+(wgbeX@?~on1 zEbnaIxv&J?<7{~eSIL8Oev4OfxGN4rOJeM~~zL5|IyIa__WO;r&5k#hFlcRik8 zjMx0Oj3-p`#8pozz5DXDUhVilD<%OJf$Se2bRM{4=hdakg!2Vuv)6Mf3;My%_Gkw} ze&j`#T3N9-_B9?(fZYi=A+L!m0hiR{?4gYiZ&Y^{bl*=nE}`FyK@!h)UmHcMTwF%t zBYbe8jf*7oQbcf5vimx2efV_uZBx-ud{p2iJ_aJvEl}H6ltKd6qnYM$8WwTg%n`lp zNG&O%KUq zU^pI1A#|MeeSPUbC-NqlK=+MV;Db1?{gjJ;N@_OP>x&8}Mm+BwbHDz3^`Njw5OM4# zZg<7%d4{%Wr#}`sF-VABQ}fDeA$3+MLDIuGtH9YCJ6N+<(gPPokD zt{K8x;6o`{dR!8(vOUZsGxp39b=HEbd!M!P>wAmE)=2ZGA{#@NiKvhb)5~s4``b6HM+neXmE*ODsJke4^_uwHr5UDO^faiz>F7 zmR(etzzT)9nC?Z+eQL{I*a>!jyaC_i)CsJ_abIiddee>zjSRsnYq<~dNYR=)i|gDy z$Q{JsCc2yPu{TET@VH)%)8%_x`2twTaUn*Fvji+kQKyuI53a`}5-%T_;px$#OQpsX z_smccM*d*iK`@Kyf8Dkf9P-UxmYkD^x1;#%kw$-7!bOP(%k7R4FR}XWpy><3RiU1H zZWa!ly(Jc~U5MQmg;%KG=oxM&72sAbwQdAog5Hr4)Wiff6Rio_SDC+8(3{GL=5ort ztGstPoAp|byF#u?HgLzOIW_JpE(z;2ubctK06e*V zJ>yHTimEkFcDwA+w;3jKh={Z?YSm~xU$T%bxcK;`TsEqg2&qs$`o_N+bFE~RXpB_Z z3WB{TPPpRDu6cKA``m^)#S_Dr)qZY?*06!b`3+fniSacEd-IJozpn`v zbAj)B5oi+Z!XK+CX+D=ug^R{Ju`|{)?|^Fy%Mmh_d`PJMr`u$<8=8&O)!iF$Jw4(Btb$hxZMa7Lh+(Q@~Uz~3|X)far>>&dbGIetv=lXr!j8O z%!w_2v|X26JTp$b<-zeQ&$qZOmI&u#qF_+F%I2MvRlCW3vn-odF4>=X$)kB1w@ zphZc_I$~FSUBh2-{GHhwjR+LaPLypz;zEB1*5*;m*}Kpu@d+7UxW+IlU$af>rPb;JbbQ)(wv<# z?83*?6-!)0+$H{fs5<3_ABr$biIHsL0UqSK!&PrC;viL7>QGde33j3})kX2bD1pkS z!T;0TfMPT7@e$vsDiecQz6VvS!!B)34FMv|4i`KPH#{=ibH#u+0!iMwdC>zXBAg@8 z2xtl}JI)Wgw-#S#3Ij;gQ!k-aIgNm;;!4hZUp?^z*w%B8U$jq2*=Y`!a1(R zv&Q+0$LTzHc!3YTt>F|WmzV$t%a4o{?}WvQ=G^|>YrupS54j7zAMlKgn4B>MNG`kB z&0G-O8Dd(|LOQ;Uki~b_Yu)44icEWnnd&2~dZKqdMrX^q#_O#Q64#$Y#p|6ME@9HQ zab3ChN=Bz;hB4APG2({z%3m$zf9E9JPg@Clz{p{dSm-5=*G0SYbI;qF znOFiYu-nC`TadrsAY*Rv3L&%(n7o|GlWRAu4r+k5B#mfIg587d;bWd_i?d#EiRo{Y z@da#0?2J1A<95@9>Wh}GD|sO&VA2X_!X997c;@<;9-_QT+MiL}2pM{`-L?(J_YB9y z$j0RQ?}WW*S8!C($#v?rO_zk`aw0&%{EiqkxqH#N?B(PLf)S1jcstSY?NWV?oBV8Z z=S0C4vHa2Pd*3ZOnUKjP96ULK%Z^*rYX#fZ5)cKO}q%D+XB635plordKjKT*75djr)y}lvPRuee5uM%b`rkbE|dj zIlj^*apkCc1%-|iu8xAe@V2N^)-30*iE9Gg^1fD28tcX|1}#-r&Y_y}Y~f-kkVT@Tn!{v_~qb;C)L> z9?pvBgpAJAgyT*ePY%`Sj85A0TzSD^nF&6*5)AgRJTGRt3e#=6Duv*gZBDV+wejBU zyGHiE!*fI@H7JDzx81XGt*;NNJE#5c!LnZp&-0<8_ zv??h=0h5C0tHchuk>lRm6HNkk`$@3x7QA@4R2^Q3EjW)0^5vot=b5FvY|HAJ5)#xV-hfoV5BDrC%;DY#lB100oy)eX&tkPy!D8J?67Mb zR^6z4)#LRaQM5_Fe(R-JapmVnq_g!0dzG=nzSMww4QH`UrBjjLC{>I?%QF0pNn^$n z&#OemN<0hFLpNdDQqO}$ey)$QdM4>bkY-3@d{EChof7myY+@U8JUY>g7|28#DxStu z<{WeeSl({+ATRI;N12lxuJ}PRuky+JC^@OaZnY)h>6y?Dj}dcC)?M^Xrhia`l;iU7 zmtsRt)9I=zbm2Q-+b~viZRY%F5BA6=&$7egM7FMH(5fu7I(I5C6s*2hcR`;x;Cgp_ zs3Lg05B4Aqi&E#P;2N@u(B+-;Rt|>F@zyG1%+@7z|EkIfM}2S`Iqnsg4?-+cFzh@e zq5+?ar%XCcT~yMpo)K_Nx8RkqR0;eoc)Bj=_6!#I`o$gYFqKX5ZWhevCt)~Y0*(}C zhg**mdk0VBxw3+aCo-5x<>547O6>geg$MVvghR+gCF(ByB6yuR6gD{|G42hY{0--3 z@k+iUva4QvZQDdSsi0sVNmtsc=gSxjJ;sTVAm$k3##c4mQ%0Rid#y)Cw2)>l0ow}j zR9txvPj)h(;E9p6;#V)h#i>l{m+X+kJsz?J@7^KJqev)gNQTpi;snndMi!Uxn{d5h zb5aDJ?*?YLoNdA^H{m6QKG`3m=GtjUX@;v?gpm$c$YuQ(VYR7=Miht-c=lW*ToPju zPd5u3c9#41!5HF06wl4b9|xAUH#$;Ofgja;vQc5 zFZisu!mJiz1;BV=vMR89nV7+7_Qno_x_$IYy?+T)~2*n(5+df@_J*Yz$F;Iy`RPC_FTDwnq|!$`fMd=mA5h#OS=fPGD{0 zf#tlm)kSW3l2dXJEAol9asm9<;9hY(_8?pNJ)d1SYTU0V$&)WZu#3U@3X9KTi^w=i z*>H^b>fLf#p6G-$>-fpZeIsTADaPmo9*Ekqb(=NeaidHcvW*#?kZXd8LQNotLcBy( zqWdfF;)F?fjM#>7z?28K5q8e7tM87VY%C_PH#|IK^bO}{@$X0^WC`!;ltgUf+iwR3 zSGevS?rVGTG_8HRzS!*RtZZ9qOccedH+r@mdIhhR4YOzKq6~NX=%soz`Y1Ru^Y@Yy zz~LGPCa%^T9f6)Oas~pSf)N}k63M1O&9*0*<&nGk9`R#lk7o^E!aH2m~DNt+#~Bh@%@dyPBP}dm;}J z55{m59m6nf;kWDS55vFwn_vFbkH7uVe*DWH<;P$Cu*=Yo|MuhG{rLCxzy9NoKlvAb z{$Ky%_kaGc|LjkH{QmELK`@{wrh(j0*O~m+Uuc87;|f)`%gHx?-TwZ;fAEjD|A4=@ z|LEu+>;F&whyLR~{hdA7zx+{u{3rW=|4onkXZ){UeiMmW!}$Pz|2gsx{I3kh z3x?wNCvNBdSL^qK-_ZWq_xzfb>r?Ozdr$oFYcVmup3&d`@}GbC_NBLl4(DDDXe{h?I*r6lS`>+4(m+z}{C?C{+O~GPZA@&aKgZm9!3!-Sz z$4anuVE_HgpZ@O0pZw4E`IR5P``>>V=j#aw7x=&Z-GBV$kADAO{^IZddHrX9{>P*I z_dkC3_y5=b`OocOEdT7k`|-QK{P92i&Yp1iQnN4W^V#f2zK{BA5fdKXzgojz=wJPz zFX6X7o4;bB|0XBepYi99JD*sTFh~={!b0CBe+`NEM4#we;?rbK0rIDp~|J{N>vKKk&kw>wYZ_%^^#`1=4q{_<^rpZGsDz$r5g zdxntUPXnywYlO@G<=64~IlvFJetoF+V;`sO=kPw^`*E1r=qfoTRD*v13P0fQzwq&w z?_c33{?l*l-&_Wt@K3+7e|s5x!+-jXE1v{8BHw=F1ODkZzW(z4H$L(2ztNCuq{eK2 z-w;0F@4xZ!m+u?GC;roKoZnoLpYTt=aejM6e#5{2Mu)JnjbS$4w|(OS{{9;ufBC*| zeBwX-20VnnI$%D~pMK%};rkDKz(4hWfAhomgn#;l``e$!H~jl=jP{$~#wYy!H$MLI zefw&E@Y@*kH&4M&_^02PzkLdR!@vK=EWi0}e8S&<JQw?5xeCSaQx5X zA5cT?mZ0N*C46ufCqVu63xDVz{7vAKN`a|C`yc*O{-M=D2siP+7d}<{geQCDQ2+BE z>gh*}X{)FUPe=UW-}!t@iUx45d_CS@=S-1UTtENKzt>;v{QKJ<_EyZg{mcLGzy8C&`44~dcYpl9{BM8t7k~Q?fBwh+@Hc-^`k(%fKmNu4@yoxm z|LZ6Ivs%%1SJaaAu;V3vfm#e-mhWflgut+9{L-D+6Eg@TXs$^0g@&@ zGx{QJ(SP`-nf>d(_?v(DyFW0WawS)4O+M!H3;bz5KU;sz=TFW50A4_$ztDW1A)a(- zcKiRY)7k&un@*8Rlff}R=ko*oX+poX|C-UC|G^)cQZcYmSFhBH|1T!B{-H^||Bp`U z`kd5(3Wd~6vDkkF{xqeZtylYXAJIJUsdPjlIUjw0fj{;A+4`&RUo}ts!oG*R)Mwuh z{JHOs)*pTU+&pkIsR<3X`Pugu_*37Xt-t#IRrAD=4Hy0NXWtL}x$lqGAASGaJU0QQ z+CgFe(f1el^M3Qu`m66>H4j|*$OKY9`~Cud>ie_xSKq&C{=PKiRS?Db?EC}$`NRHf z|JD7k|H1nMawLn~#c%yT^jH0VwEyh?=YQ}v8u_M3Xa4N}3;or`^wIvK|6l!sXXuk; zYd80AAJPZR3;kDB^sa9OYN0x$P6*ODILv27``|Ij(7-s7E!qNZgw`uC6^F{o1g?;bS?fh+vg?g^ zf^MY7oFAL`!u2|E!IeA*n=?+0(-M^yu@13*ue0=mQ_$Y&!>om|XP~5k@OvoUy{0JP zmCoqw0X-$Ni^fvf`oNSb<_}g##5$d{;Bx6=)D$JuvQf0^Rn?v2f?~4EFh=cDu_Iul z-RymA3QnV9S#T5GgHxY2FFOIJn#@Kb8TSyd0H!?1-qTX(%9#YaM{r?FSr8xg{(cjt zw^9YO5?8{#Q}_UUn^%+qSBmYnrV9B(Z%ssvat0oA`2uhl_VTI84)SzBk~X^@5>CwW zU=%XD9+GT;nSCG}XXpG@O6H0+vc#5q^^0T}%|P1~s~^LwN-A}@B7p3phG8gM*M&xt zKg@JR9AG7l`~1x)NbB$uQv+o)!mIACg$-;gmkbDAf?b>TP8bQ2`s2W#;)%PUQ1Ig! z5g|7jM2T0GA#G{`NX8AA@?D#^#j7s+{Eo~0@nIvk%8vIcsn@AkqX!36Br55l1k;qQP+5GKr6 zlqTiTJ>gP1Q!hihI@w%Rr3ade>LOUcLlQ*sk<^t#u}_qAj73s~3+95dcO4!Q!r2@L zIZHO(OA4T#R|0JJF3Pypk>X7(OsS5Osj^UQMAIkWjUv0fU{%{VPmtg?;q^YKUZ4C) zS1lmz0vhtNM!W?W@}*b3Sp&DmT63-N>mLK`aV=m{f$+RTL(WN%y`XZ(_9Z1SFVq9J z4H*XAg&N!RRM)Nw&ZYGV2TH3CEa*T0_Y!Z0icGO2EyV3ki^VOjAo4I4IbTs;(4E%b z-Uw@c+g^81z@##>NDcu*F98%>W$Is5@3ok2VAqRA2!WdV8Te8KHsa=XIF)Q|qh_9{ z_3Wo*TT(1+V?|YN-tpVppKB6Un~4t+|GxP^v#{M?!`LCes=CkP;~? z?ap8t1%^DiXnUX@sOCVLGkXHVD3zU9hveoW(!8QT9oRlgiUzk*i}!oV0!d8OJ6@=j zB}`(;56|wMw?0&aJnS&GbYi-lNypBJt@`f~_6J-+P@w`h!e}?)ap1?;Vp`hqa^SzI zu+#3Nl=GE+!>4A;n;MwXoGMFjKT^$+FwN|-2#ffGYykFh;IAn;6sRW6FfsV-o?9mD zH`L1L+iCZ<9Eu%GkXk99eR#gG!%fNUNDhY0I23mk?>J1?^HhPkBoKt|Wfp}_ro zWrd)KyYhiBRHjZ`shs8WV3HjFFzt5Ua}FV&WAi45sfTF-%F*T9AgSr<1iDY8>=!e> zFrI3{LuI|ZpS8n)C2ick3=ABp%iU~jw|t?SB=zCD4@vi1ABmDQho|2Q4mh zkUHADhDmDP7fgAm!>zwg_|P0iOVz&yR7WYosO;Vpw9iCgIO@8NRakOb;`1m6u*!Ol z6+s=sl&-=S%l&+v+xBd0S+9YML$+?B*wM$cr{~%WZd5zc38gn9=bPlJYWEqbaIcnq zS5(A(L$Mi*l@BEy)npn9I&y9dBJ*v_#y=kj8{9w!CSgie%OPL&1PsIJ<&Y01WnpGY z*jcE2;5J?l2iC@_DS=_dzXnQS3b!)726#Y6!0YM?wXqGRvqlSs@lzWfyHm-|DP%G; ziDy5dkRsT&UW$CgJs4`Zjt@yUNad{WHx~Q6Z1T6{6rENOw6j5LX`)2#8%@_ytNjsf zE71izta_TooIn|}a#mm>vh_>K;X)AY!JRbA#Fe%E5N{90Y(9)cnZhGrXvgdYl0i)V*LiT)XIxdR>NjU_yR9MiNF>B8;ny7d zlL3;+7Z889N#ihrAvK4AYL`9Np$NV@BZ6SBu#_@gP16j$ARK&?Uhatx1X7AdM)Ico ze|Vin7uV260Z}K{@Tz;k4gN1SSn9({j;~>8`Nv9DVCfH^)C;(TRqej>qJ?QE?TGKJ zy4auKR$we+Un`@GY%PT$wMLX-`r~k|J!EHY*yFobItp%3g<(zOU-ipkmxO}qGpkD5 z!dRfl&sM{B8^Z2{BYW8p`S?e&krq!F4N@AT$`Z4(#3f<-@nPI;?i}DEmDJxml(H>{ zGSQvVI<~XW)y9EIYTY{15KF(=`53Cou-~M%`aOL|g?`|&w`*hftFo#jr`T4jD!oR_ z$3zftXfKd6I(unwBl^bxp+dqH#X&6!1kd8TT$HVl@y`bcpK%VnK=Z#liwvtvyd=0n5scu2s%1-{K{SH1eru#+#0Wg;d-aK^BXT0a3OmS=ZkdXamr8-BV ztoWV_0wU+CG;?HFNjT4;KuFsCLtf7Ksn$cJvIixoabov|gkzJYD=X~YIHQ0m{1I$+ zWPDPXWU3e8B%$!I2E4E805^B#wq9$(t!AxbnxfS7T8}Q}C8U#Qu#bYTJMEUCJoTaVR$Xt(Vd;@+|G9Rt_sbM= z7wi$56lywpc48YE2TAD9mE5%&_5FFC-oHWyKGM0v9J4y#Gj9_i@(=TBg7cOuEKD^}(%k^zf;jaL7@Yu~fZcZ^!POW#l*p*M;@N>0DZz z=gQa>qm&dIgEp&+M^uljlV^>Q58vgt#whTb;x2NticFv#4c$c+1lo;U#*>89!zCrX z2uU?-%}23A7k~AZIW#FTn6Y8Hw_$XD!V+#e=R89=oY#vl%l8;j@^<%;*c{{=5Q`ZV z0#|Bo;|o6LE`MR8%(QUC;fe2It02WoSAi+4oXvmp%$>cgDV_$+$mrv>rW{1?cT-c5 zttVwcGcM8NoczsMi~PClwmp1vwFVxAt<)QceXmqCl>niX> z=MGbK*e)I)Dy7b1fe3+Br_cvSgnRo#lHZe^FRuQ22WHXb0nLrKaY*2%YiqyfK^1`I zAhqJ#v$Z`NQ5x7(Xg(f1C4yI>6{=rDF*AV*4!J+|3;|Od)?*2dm9W`sIxYyh-Ltck zx>Rt?#seo<{$}l>w1s4eTJeODJk-jhMDi4m>U5QQ!$xqpca3n^^r9=y(Wh2WhG+@f zooRBk+KlI3CpO~|Ci0e?Na+!BP=4wgJHnb zArEc0Ra^vz@10q1XwIjHYJrc&(G8gGwsRw>?3`zYI1*rnrf?_#E;n zJCvInldbU$=i@YrN#_rzRzF`q$vczLf=Ow|?`v;6)X;=e=6-Un>`o%7*Pc=b zml_G%Xer>WQqS!lDZ@B?p6ry>^IB_zCcZE??GgZmZj z5iN3w6a{=Z?kc{LRdNpkKGHN~fVNUk&0aR<&t`7#3W{REyZ~97wrHK}3wYsN)HT?S z^5cgL@aRnF;R4W|kw-8p1O6u90Ju38=m46#R`?FHIs4a@7r}1WUZ4&u*|K22-u=POT1$@LK3*OT4)y8L8ba;T{q7B>(uv9CF(nrU0Jevg+s5n^l)h%b z<;&3L{a}-+vN1(M3pJ*MU)EYLNo=sfWeDEt zG2IifN8o`Rlia4WI4gr-v<>_v+Y`i`Y)NO6oKhtX?gl$>m+sSXInXG_nYViRoyde`XYg#$$19}lkSqk zvrU1q!i$z5N?PxEhAv&q318euxKoNeeY%^MyF1JY!bpn!$Ia(yi0~a59%3;~n2l!Z zW>;KYMW`*cE*}rx$@u)({Y1oDCAsE|yAIbLw}*>%X!cT7&&;#qi^wTK8+FQ(Z~g1h zd8^Z-0y_xi?XURM6d|PGwbeuqdwD06V>?feH7`*`iB(q;1w>)xIHGz@W|3HBdcsvD zz&6_u*2F_j?)g=F3<{?^`(E`Pj~AoR5~q}CF2r`tXVwT_C0;Ry^u?Q{5nCzuh{isI z1F6iomH}H^JJgOc(<9IZ+`4;E;G{l%WOF;B&e5XUBGV2S&iSbwwmg>_aKXK&lcc5* zF|kniMlb-dTylU)7i~Od;iSvQvFT$?N$gLw2?1Bd@|o}vmRKXk0tw(D5*0j3LhHhE z;1nsP)r9S|61r6q2&mG$^g4>2B@JMfD#V6Q_#&LZY{l|z*tR~eu@#ERt zwnZ|3;%0@K<#0qv5@{6;B2lqG5HMeBWZ(ArpB?wi?gi?=%U3~y)1=6K6M}kCo_vBk7G0uLt7}@ljQX351=8`Bd zH*az*0#$jA=9LMIWd%!4B`HYOdZ=vy!|2MPCc5+e-UAXYirQdk_i&^%(P_HlYX+-@ zKs#&Jba+L=BCsvf;rD|oA`pkU;N#eY_-}`svB?*M86r-+npYCB(Lr>_*FZohtd=T) zn&ng2l&cmnZj>e%g@&H+AUj>ow!3n#t`b62#I8zR_P*wJ_mTsM3&)LMNrS?r5jE0M znQ50pQG=Q69){%vZGvsetKU`T3Kw&OPo;4ji%xguO#mJfDztP>uS5XyLE8~o9A5+( zdO0s&PBzEF?Ye)o)8nivq8V*6B%pRr^lT+^VlK^E>J)Le z&F0oUqFV`%qvKI?weD*Tv7WO3E?ZX)&<@ib9*_nNP5$U=@YTu0Mf`aNY;TA7-4?0O ziQ}>0uv%5N`6-d`1!{)dm~PMQ9A5X-E7Y1#ZZt)-;v{oaar;JUW-Fq_#4Ssb6Qp?w zbC1_j?hwExY*#(3BJpOnvvbgB0LcV6?4i5oGgdfT2C*OeWP8hAY=Pr(Ct4yQ&V;#= zc}z&oXFX-T65{ixM7-ARc!N=bsal(6P=wWAufoRN!%($5)sx_=G%q}YZ8;YWFzPSX znm`9`qnR+9ZV&hK?LB`}3gz3)uIs|M4r4Cr)3i^(*Cw#-VD`{9x3eDK^eXIkGF=Wb zo_FW4$tr*fiLc%k>B)!hw!)@jinRwvjbQr(vX{MjwuZE_>Qh7KbLT+Nw=TmI8eRHM zDEhhDB9SZb3rJ-fQL@y5IQPux`sg6FMGXe65 zbl~nLs`!1n771o$W=8>cKVHfH9$sq#yd?g_43u=?f}#v}XpCUp&90pVS`?Yv%Y%fv z5}-%~L-kZ}k%%CKCIox4wOLheJSuKDb9nYaVo1uw>HYm8nl;ZZ+$TJ=5J|{Ap)?I_ zd-#!~1)fXa0IS4lB$Ca2(Jac5ouG11<=4dL<7X?)A*9|vM9(xMs03^)uIR38yJdZy zp9>c|dxqqxX2PfHN{7?q<}1_ohVjh^(V)mqI8NPVYU@7NnUrP74bI)`B<$BQ9p|Tw z_F!nT++|9^Y7S+h-QshFOi%tMM?_b+z@{})WUzvUm=Qf^an_z=8ANq;;x-a5zhH7r z9iA?w0^E->Uk3~x(YaTUN|P7@CoY;1Pq z{ICmq)GrNf;6c>($5kQ0ej`L*8CF!b!+~Qla2z~WSAk_mO^(FAM%-zK*jRTV8M{Ps zOV;g(L;l`a$rL2m7r3;)a-rT|cy00?kr+OY8~1W0u|{NqqZYRlw$tN!G`Cfh ziksSw=#ORyGmAYFS!h2QfvfCFy-#@Ma_Ac`u)Do#e&BL@2}Eh&4cjhceAL*n^+qrm zxJp+Bt(3a!Tn~0iV%&g38jOxlMQ-%9;ijz#+i}iT&(&hDH-&`Bc*jbxbTT|(>to34 z<++^hVy%kQaf}_Jq1Sat1)FK*F$V+?vTyj@yKbYlICD=SgK4@sJjBa4vpG2r{_f$J z-8oeaZH}XXH`|~SCXi@fo8+QOn3{sgIfy7+jjTX?cURI8940j=g#}~5$t&4i=PF=? zv2^r|dLk>?=GlG{Issh9FC+~-#4rt0CE7PL;gB({^1-fHDZH&sRtC?xO4L3GR+$el zcKJ%!t`}IQc)s>+ITReLNP|cV-oCY zj&RwVXj&8t7U%56&M<0sh>F1Rn`qG37ZPc1ZrI>W1r1yVS_nvhn>{go3*IN!3JFz1 z!QiV~O!m=nyUQRNA@>eS&03pYm3UXl#_VWzw?JwLGKKYE@d2|oNIc15n6b(Ao_R$) zGsl4jwcqSEd3M=}9b8_%gw)T>SBA*P@>2%QnjA>Mx7p=LE~CbWIg|?_UYkMQ7zTM4+L%%W*6ndk?3#5%`kP%h)_dr?y; zivjU&&%LUoQ%&gvlFkD8(n;Jt4G0mDd$m2Ue&Jg*@f;Pq?EKMjWUeV3HX_O)xHTW* z<%+NpwioX+j^f2hxL?m5nu;(BKXgXys*XEgd;6m>vzaX*-^*OMkzOEVsLtB8rsaFzZZ2!~VC&Qy^j%U|`}J@SrhT}CZY z)fHkn9S46q(qNQRagCO5s8l6x(n*yTXf`i6=dSdxBd+A9oGy)31nfQGeNVXCHVP*- z;lo?U2KT(yKvlmRNh%?SB3zzS*)J4xW#3Ddwcbzd@kJ06zRWV}qg1txcGE z^1S(s6($glOoc%3I@}%g%YwZWaVP|GvhzcVy+<|3Drfz!cmhN$;}Q!V%2UzKKpzz_?BeyFUVP_KCU^w`xI7zbKHaa9(R_ z17il;&9_74@}>R+2dC{P<2<;_2T(Y+u8SE6FH{)&iT7^hcvZW{zb=Y;iBe8FmF9wg z>dih-P$_a)nx&SPbsTbBRI1!55=3-(TF*t-CsKLe(?jBY9EOzo!DS!c*=@daw}J&- zr5;cjZb~x}F8UnVu5KT5yySvC zk}+Cw$X1y?#pAv!)I0?j74xbl$j+o}4ZCq4o-0(NScYWIO|-xRh+;uRg%#1VJ9=#H1v{5iL+;@AA;KzZIA9 zyMa@=x^+<`8M0^RvkZTF8`Bzzn&BZQ0R@pKFHl914L?k6K)EqNa!D1kyeze}{@^x5 zD5vo3*W*ACUfgrc{N%W?fRuTlw5yz0%vg+h;?fxZ2_v4tn!Q9DvuCdAcv%Q6oOjqO z-#}g#>HupV1h^6h7d*UIW&ycDTdvZlwstW*|Gx5pQM=HyBeLutIIx*T#joXT60Z~6 zswcbBCVaXdsxOlyzOhcYu&LFxiD)_n?J$W0tjMKG8Q0;aH=M-=c)8HJq>vF*elXV^ z|72$=4>lvpuLNkB+Zc z{&B(QKwYldgI7!suBv^)4z}OFS6PV#c{HLx$)2#>nc6qZZgTUKa!BeV^_1*MEn5?a zr%bxw-JRi05UzL#Ujsow-`ooBUDPWWxpmXmgKhIa>YaVYEjM7UyaOYWDoMYz09S-X z^wtPPxxGY1ExEgHSqj^G7EWS&EC$;+m-_Sk!cS*`%o$jNuy*si13qD?$NwiGr z4mO73KHllq&zt37z;^wf?pYjLH=4kSgDt|`VNnZ*+?t}E&^zvm@^*r z98ob@P=074!BO=4O*e9#vv~3g-~J60)s7-U0v2h{PH;v?s?52)J$T~R)LOIkH6M(z zIdnH(*KZ$&Mjp5PXO-}K;&!^YMTk2;zHPp`%`J;Be&2BU15ed!E2VtZ*ZEKk0jJA2 znUPSa3mvk}s+dV?K6@Xe;kw_dMuuS_@365wV{gpqibjH|a&Pzp7dfs8lVRL_Vo4q@ z*?EI~NlOri<(sQYa=_5_1G8{=7CJH%z&CIY6$P{)5;=td??{*8i-3ju`r;EBKA!v-O_ z2Tle^^_|ew5(8FAjCNUaI}@JV3FT_FV=yW>1XoFoG!?JrXH2SMC2xq>B8KTo7#W=_ zHkg&>BXB{i(ht%-BLCHJa_;Ajvd(b3l&OE~PGZF7WAVyIxsoU5{4{(cqz#fk5Svt@EQory!rp+giFRE5+VS93S&5$|&Ms}?y}nNDHIRuwX4N_ouLf>%x+~aq zX6#GER>Ud8gcERI0b{bdi?@_W^Z~UE!+lGayGjlOx(F{KW?PDv1}VTTQ4fd1Fg8xy zt*7`7S;R1$Fj<*;4fbKQo8u;F!Tk%T#|^Id*Y2mcZF#{*Cr^A=q=Gz!5#&w4vTvC{ zBA%~nTRh8iu;EArTih-K+e<~{6Z4<|wAdcYsP(tx3+oI$x!!yi$| zcbvCG_DiH*7Ix@9oRw#f@V|m~>9Q$HVMV$`QCj2GCMH?(pj`mJm1P2>|E%H41FpT} z0pXpYks2@&1iv34NmjG<+I>X*%N^&&w*%fNZ_#~khM*ZZ&S)+a1937PJ4I`B&5P&(uaiYE{>eba)2 z4?#V}cappUd^FiEdV}HSlF$qR>NpBqwNkMCPE**;OtL-qgB#>4x|G&^cMhHS$91ck zB37X-7$0?;Y!T!IrM}U9ki?^J!uH=SG9eKwtAS%ut>zx`w>+B;4mYkEbsq^6^1R2Z zh;Ci=!IFMuQVODkCvnw0^VOsFn&XDsGM!5&FMX)Qy6;HdK_U*=L1yAtS7p_9eD0TrZ5Om7CvgfTiTV%H#`LS(Cc?Ut-d#Y+( zyGvW+!G!)}mEW%?VnW?Ja0$KVP^t*xG`F^Z;=pgZ4SE{&;GUbElV3Ods$lo5n3k$< zc!b?rqqqT>RBSoJ$GEQ14vZe^(NEejw0m}9JJWT0(RS8gM+CMLV(DXsV#bqiifGwx z^^ckItT@6jDtGumuxC%AEM*VGo|gLuq@nWBbP)~ZIP9*|TG+(YoYrhSIpwq+;L#ng zdAkv!G%K>_u$j#2Q!+%h7;q=yRxZJl-!^pzdWBBeFd~hl~qJ&qgIEH#9SGi>CtY6WLNl zh2Ymubhd|*@IgfW_>=D>D*%VZy8B(IMrZ_BNhb0?*W9b+BjnV=Nnz9L4l&?+jutmX z<9p{%+9Kk3t-9o$NLT}>8o*>Vk5!Bze->{d!e zSHNU&ELph)4|$Hfvk2sjfO(>Q!HSqDI55Ja42*QBwqz)MO8#V%b)lWD_nW`i;Cs35 zO)qH}0OzHVfW@0a4%l*i!&B~`!=YLy? za6{$Gs7FUqzITba?Zi(6f*bV3$@8$2y}89&I}d9uQEtwX^>TBly2^tx_6ykQ&a((Ixh)fq!u)}#$iOWJ#v2J$4nRnWyQI;P`pmq zH?D89w!S>$8XPJl4^rR=$|15@O%H$&3CW)vn3L|m=U$!9Y3t2y1d2O!CxH@b#&+?% zhD}5{2iR0At%cu-8YYZRg2z2;@Nog75_X?VRHpguik!Lx{-!@+7 z1-n`o0=qhS49RSXe}=r~#8>;Kpf(Jnyx(xmaH1MdW78Y~JqlxHQ&QI}ffmthQ31une3^2zNA3 zlKDo$%`;C#6S!g$x2~D?OP2zL=@f~ACtQb`L{iyn4qYrB%Y)5jD?y>p>m?+(Y~vr#J+~_u(Wq%L>P4T=|=nvv}Gk1*bck+vY$T^pRKa>wVfg7N>-? z&D$6c?tMgJ<~`&6sI76#OqFHaRrB?WdV0INaJlaRxR9I_#6seb47ig(=#DgEasK8= zSRHt3v4RMs-Gpr?AIiLG*nd0VBf@RZh_r#0f(PUgJ}#5ol2Jwj<%2 z@|}|Jf%n6{B34WfB?+cF#*HJCm**GGx=~a)&u~1HWBHW|FI#;u@fno`*!!LFMF6)V z=b|!@JhKDbrmwoQ$Iivl0;NWa*y0h>Yiu8?u*PvI??|L*2`)=nBXTp!N#yu~^xgBf zcZ=ADaI@i;?yF56&47_Vi0Wuaa1s^Sf@ZKqik4uK#x=s#&uR}A2V)bH%NMFz!R}7Z zaYsJoXym*2)uj663D|CvP`#-dGzfqMH#`{Zo!uR^0pn3Seu=C1Yuqwp{T^~pYuOxT z5$D35b>x$i;?iqWD760ifE3;ni!6Ax!O?%$nkp*7(u<}A!K2(PpC-YT3? zcG`G-usM3IyshFdc+`=q*rF&=84^F;QW{)hFx||*vw7LucOFJu1W&; z2ev(K24qLI2Xoz)4QVD%TH$2f)$1pneT6gLWLN3ba!wdC48K~>;l;r^B4?akIU6SG^#+JW01Up+L&(!Kecq-t$hxpnQ*^7-+}d1`dCzsHb<=nW6*==!`9C_=?Zdby`^q{DkBLt=Zn_d0udT^{mNC@7{mLf~p%OYbdU{I=U zXVl$uEQRv%_yKThUWCa4May1y4Y(!aaFqwPI5SbFHg^PU_V|v1g|geq&Pm@d+6%hq zdlEK-=#21QlzH+;7cMqWmS^wX59ZF|m0CCKibk4ab>56N(%Ni9;=G6sLXwEBffN35 zQ;vj@mCX?^Sf1a7w>HN;pm~?U0RckE)&mY-g^wv=-#I>vpcR`bc`2_sMf}Gz8)lu^ zIW*;?dxqq?VaZ|ck3Bs4X(r$*IVn`r98Vaw`|r6A_T(aY=R65ku=HkhbGBKjIYhV_ zm##z0w#u7*SJfDJlG7PGJ2CsVc;2mSseJdgX*0JRfn$~NTDRh^wccBPX?TUjpQbB6 zWalGsif@mnsob+(^Qk1FAv&Abf6#)UkXnl#H|9>*$z$a@jp_m54ZnnZ4+9qNlW#G3r;v2(fY#F5zXYcsdMoWd@( z3YAwYcQ(+j!hW`@WJUvSyZZzdyLpxD!uDy_U0NbNf6#WY5_R(Xo*Z@EUe&AA^tT+? z0_X6In_!m#CU>7thoWpM4H70VR@6UGQ^iJrhp}I0Wm5gfNVv74FtcbdvN1Y4?l`^a zF&B((f=6+yL@pAaP*nLLz52}Nwx(|Pj2n*82iqcDayhL&(q~tcnZC4MH-x-BVO-0y zgrU%RXi;@h_mcbUd0w%u14p%{(B%P3Ng$7#T}-wH$>iDk*m3(U@=DZ@hqHa`W-kNJ z?sN}i$>X9BYSa)*_47kvrRCO zRox14@b3K0(-eN>d2oTO?0gSdSVw`MSg*iv3b|LwEWnXNgaOFCE!;BugNd%G{t%8> z|FRERu4~jt@*#<>X7d7rzI^7SU)I;W@jtHQisl;%GkSf2i)1DrlzWZ)gF4Zd{86lU zC+D#{Uw?Cs>!InBg5~WC9#X1ThUo16r3r3Lmwc?T>X}mDRJ0#IxnYyY=CILLKhfZg zXaU!Chx4dk()=H6KO|=x8%=fAe(=I_k7P6Z3f`nsnCLH>f_~pkx&JiZ^YBlM@Slk3 zam#lKRele*Cog8g-RP-bAtEEVY0KcgRk>#cyvcg;IUmH95&YFUQL z75OGybh&1E^tcLfi9cea#f4zTdi}s5(TE^OsWDrU2T_Fmh@;K38&8@V{dRBNR7FqU6=j&v5~qads>ykZg9 z&MvCnwNcFQZ5}zRyDL%;ii&fDt1DGh=T@t)6O=BRPAdtbXKTB!py%bj{PQ}2y)H5- zF6Q>h=C<`L=kb6Sa%FQuB3`cm?Nt6Ig=6)2CTLV&2yRP7Kyq@olAZK|n?%X!2epIQOWjEZh^bu^47KC#CA05(d?{39>S$2bHJlJ{EJYG+zBNzJq5|h5 zUn?TFZRHaU;?^#p+m?%@38t*TFTFSTZh)x=ZGNHNyX9k&^2tRG_BT`xA5P_knv|Z;4VEI>7J12nXnlYQ)$pFrJhe&h~?kNA)C41NRwm4 zPI1)j(mmH{!MIry zcJBjOfV=F`A1t*AB_f=g=QWATt2)OSIXNRc-%7&QP|Z3$fv&TblX*jdymNqL*%asS ztq4T4hf7F94xiD(3wESfv)yHHZz_TZ%J^%t;Rr>HS#naKEOUbY?Wx5MkMn<5b}qfX z<;HcN-%oLd4iHIvKL#E|c?j@Kj%J2OZAFnFDX}HQ$hS}ZR#oxbwywGz0RsB2!#_7S zHy_1f)mln2@da`1eC8m+wR$?$8s|LN`NQT<6+DuabaEtQ37xWCGg$Ca`oI;Db6QBi zb=~yr6i;yhZ%|!$&?0+Kz7Kf^t$Xt8JJ%3W3}+18Lpan9lqk35Z~6H^5<k?kLBZvCN(h7og(lE{nU4=O~H? z%n7Wz1!op$$;xdx(gsP8`kK)rtmrJjYPg-6Z# z-T%^vVa{g~adbQ#wq`5Mzw*>qGa*=X}DLOgUe} zBc;RL5g8-K<66<*jbOCtWMtziKRIBynXcccybT!__a)7V#hOIB_TZs=e8}&J;H!a? zzjZwXlO(;7Fn2LrXW+QWvM3KgaZ32fO`i(58Q0CTd+W-*r-}L8ouZ@Ee3|Y1pni?G zc0NzM%0cS~e|T0s`R#Uo${TJ@V6xPlz`30~n`<%erMvfYjVx>%33e%W=)I=LqUkba z_?T)V{e>daXbQxeo}8I*$NX~>m43=T>C%PvhAU4$@hZ_1&F8&))`Gfa@16ud*87%C zLMPe;u@|!v`>xl+(FR08*|Bvw1C;W_cF8`hoYeA#Sd{`VQ%V=Cab_dA^H+h-O3M-p z>n^cGNOEwyLC3rZ!${G~+wVebjcq3@!R?-*g}a9T}nmDzy>YY&VrY^qk~cRtdN2d9P;zNAA< zH+=XT6;gKU`#g2_;YV;g_sy2iWG$UDqUgfgDbab)>_Sasg@@Hi<9l~kDnYa*@v=(L z(r{JsI;%iuq1h%bU~eH2&r>RfT(6!UJr1Sp7{R%2CxaPF4Y(hma5K%cFABREaaXc5 zPIz^lwn@8mQ|eu8-UKVx;S;~Cnmd)~51I?e;i4GX!bOfy56Xam3|6Wer440XHw8*|N`rE$wN5i=Hq)$=t;P3}H|I)Xsi@?Mbp^pJoW*H7YO zyvO6{;2YXmIo%u#?RKQU3D+aa3&s5Pd-Iv(o>h0@t~%nzkK*va&hXcqleItrxO9my z2uXdlaJAs^^)NZ9G&r)RZ7*QxVcobSy}CTO zinxd^8TFj39K&om)dTS&Cz~P)Fef5mI-Y>n>Y-^~OK|=OE_?dD)S&AVCUNX2zzVWN zx7>ggVjR!B-M8?4pQeJys$=&RKi(K?xxUD9Im9Ndhbx94E_=JP3J~dw`5j?Q%VECZek*6Sd zL>e~LwX6iS9jAfn@D64Jq0n3+ytWbJA~%BB#r%=D(|jcdpKMv$QDNlHhNBX({UY>? z`1V{jjOFGVQTF2%E~25jL96`Ly73P)Il;yY+jc^HQ6R=yTO{4HA) zi{(V1pbGDOoX^AdzWE-w@wR%VG{NUtw=GKeR+JVp!uSW~UN0!Hc7&1v7nz2Nd1;>b z-CV7H%k-#X!H#tn8r|z+%S_k^-9s?xczie;!fQ8fmFWZv#I?V&kT^Qs2$ad$5Zj!V zLdm!_2$DAyFJjV7ELk(7XdTU88$r0XIvQtnfgafav5zIv;8ur8wm(||0y`6X^JPSQ2 zAE909S-Zlso97QjqPbvJ5nU`mCvXxbXd|q&5l1iza~Id0hOI{MD1{{*FF%0N`~#lb z^YOTyu3>a->3xeU9s-Xd?=oo__+pvci} z0`xi_+Ib(rH|`UG@vD1a9O`D-Sq1uLry|?CuKdVIDMj!sq)GAFV0IAsy_+#3HYAAS zDzq^&25h#~gxhG&CV(naPg)FvmJ7Vo@$=<3P z6QQlsvn4iqaFQuhw8VLR%Ns`2k3u`A3qLwcO17ULiL*R`6OQY|>80c>6#Ff=#kY}=k}a;> z>S5~m_rq=@ZmVmvQ%X)Gg$TwuFHb(l;+e$}<~(BaN9wKS`yeE}r11xb%7d$a2c1|w zM_%YW_j=vzHZA+g#+AR#N^LZu+|3IfEyS$_6UJXNXw$0@vv2X(jhfp$U_IS4+w01U zlkH;XRa!Z%w+QmzBF0$`TjTb9F!6uK{l0{0CalOww-X5-uYt2cHy8fvGZKFUFKlMP ze#s(H^=t^2U?tnV@HRSYtF6I1t60eRRbAem7o{e=Fs7tm4>jC0cn#_udqm>c25fHoMMy&Uy~nQzm$MhjY_R?`B- zqfEM(beZfay+2rDh`=_CUgcFnFfy%6?sY>-N>^TKLVDg{E6z(N&*$B7Q3FoEnH~vg zQOqX<{NUwtwTd3s-@sEDGAwty&N!q8Jadd3)T^3LiS!!SBh(Y=PT!AeY3YeoySXUBrB@M9`l{7#RAL)Z(3S&9FuN zi{Kjjo+#TBw$;M5UWvyW`OHbqWcR~B&Epqv^}SwZb?h>#cwocQ{y~aNLDEFbL9DZnVu8|?MiM(CIncfk4aZi`vj$yzPt=A&K031ru z^PxqwM7Y*&I#qb(4LPVA@ap6ge{3>NAa4j5T3wrl>xw8Qz(VxZ0K|(BE{&=evnm$H z-sQT=Hs+DdVNfl?M9TJdEQy$q5xrOqYJ_>NDL!(0(2`I=M6E8Yy#-Vq%hCo4!QI{6 zVZ+7=?(XjHuE7aTkl?{Xa0%|g-Q6v?YX|{CfVauH=l(hO&%1xtTW_&y_3V-Eud2T8 zuC5tokR`|kv}aTmAr<{)-hUs!AHKS91j0q|FGzHuU#W%QAwdaOB`{_(z;|&qc@7ya zdACRXcq>qxkJ=}~ZJyOvU*MIBtgU*r5usdmjAc!iFRaR1rhun(IjbKHWh93();{bI zgK6oCyAI!VaOB}_FN5q=i4SOTY|v5ibUen8@LQo@YGIvYE&Tr7E~~q2McVX`4}P9n zp&Q%d5IG6wQ)y3Fnh!RlD{96g=SXcv(0x3FxydSL$9S1PxhY^8Rd>@er6G~sAQ9@c zf0ar$@8gu4#E``TmHOV0G?2Rmih)Bk4)kTL75#TPS&9-(hV#nr zF>2EW#tijj`J$yVMcS6!e^4+MAd}1q6Y6DvlQ45rw+A(am-4dGLH2J%*2#Xj$RdfU zAr3Kry<&=h%fFsc@8^^!Mb2l9!e^Y+4T7aX z$V&OrEBBOk?erqULd0|tn$If=X=0`Zbi^$r+JJcCE$~%{cOd(uVhCX(5pX8 zYz;0oD;Q$}@4?NP9G8&UT)hUsYpVxH;P==!SSRzEslBdUkp2%W0?1^i+dW!6W&SDqFSqEKF6`@Xrk zc;#9w&7c;ehkr7Lx|d}x0K}%bI}ugakteX!)}UupaVIVzzE2ttBTZK=RqbpU1*diP zk{5-HTk&y^oe{krcBy6Y--yrycxU{mhrD#v7I9Tqlpd-+SX`jjx zIWaN+QCuSb>k>r6F8fZa9_V$pt+1l*T>GaUs}j)05q7-2MS@O+2C#OvkM4!xObB66I$18Vkg#yn++FfQ4!8Zmk+&+l2|`~4W|KL% zzA`@W(G~|a|6uw4j^8CSBx*D{g)#q|ceje~&FYJ|hDu(+IU>DEC$3mV`IJ(o6j@`O zJb}f>ATl9eI~EFCW5If2oult~SB|vYTlA|fS`(5vh?>RUAQpzz)jrUm;xn=(#QMC4 za;>@0S4_Wv zzk1Id8&mZs3zP-YFUu?O4*`AiRQ}voK(+o$29*^^}AX*I+T`( zW>E{qrPHs&_>Pd@5A4UIMmp`doPp|9Rr!M%@|$4dU|3adFKWLAp-R;f8YREygP_UMl}Mx9hU@V z&-$VRh1-9e(CWQZTXvglM!k6*4?GCrOe{>yTiQH=~i{#zBs1wdZ?Hc}RJ=1u z*j~0Pd$Ngk*qyAgs>bhmCxDLqrnELDlYlzz1xh@)@+yGSq#Fwkjkq~Cyd0%rI^F-| z8b~576Rf^9yh;Tf*=;f*fR?y=G*;+D%ZOho7J62m$-PtZN}@@6Xqe}F3;t~t)K05R zm0VmVblcafbXenTEW;06mD=fntwt1CWvvQiv~wP_1#%NSHLQtt$*TYZp+y0&&K4LrM(>M_||TwJ9zm9v6a+3 zui~`GOf*9Nt0@5Os?z4xA#T)&`I~~j-1OQihY{a;=|fkq#%-*{=R;oP8*=7=kAptr zi?XnqiM=dO?%qf%;Q^>6!nN*(iOE%iM5n4aRB8AZ{nFw@VnqFV+Y+BJ1tm$(8!-%4 zF9u=2QjJem7K;-Il2i0P(a5gECtTKU_*!2xG&$`hHc{e7RBHGmd4`SPi{^P`-E4_y5hR)e?tD{$Z9P$g z3wL8at=SaAEzK;RMK@6ef11Iy7z+rM@f`CEHx6q<(NW$Nm};dfj!gD@-<_iakN)|C z*^Afq-VM9UoBQq4^EQ$4k+eV7eF>l+U$)=Q6Ci}kyou}>l=ZXp$VGx_efy^Pc-o=? z6{&m6Q4x8`_6?FxY;vX>(8=%uTbuwTiv!2Dfa~}>_?KLcX(Y-t9g((OBmSHN%7Ayd zcAxwmml|VsIEX5g5&b?dQgd{fOnx&O%Yw1pQ?HKcSgVstUJQqPoJ&KhBoCZH7c2E> zr@l#95nOG~tz#z4Ew05z4%Jj3H{3jRhc z`ihS~Eehq-WwEEWn6qONhiRbqcM8t!S}Yg z$1>SIc3hNZQR8EoYMxtN?QRu5r@XI}lcxX%Z|QF7JG0C7l%6YfzoxF3)INJd(tKg& zG_7Ufq0MQX;P;win-Ex{2ofyar(afjB(>Zz0x>WAs?x5_Lxn6|S<^}j4AO>Var%gt z85d(SMK!gWqP^emgaLed=iE%?2wAhOlRIPw9-_ zIOZ-(9g8C)FzxJ1^5f{k8~PUfZF+1vuafC0?mpA9eL`!wMax}M=?Yc?OM=9Z;yStF zgk9(5x8~}?w=UdX=s`A+*5=mZ@jdq!DOku%Q9Y-H{JupF*-<3%efH-0bvN1a-r22h zndq1$&z#Vt3t_!h?j0z(keKS52!>w)R;V50vMzMCGL2god3X?;`wV=Os9sDprGqgO zBak7da??5E^tewXvv!d=n-`%LG`9^jYebE|rf^6Yrl`%86Wj(rFDt7Pxh)$pg2-XI zM6$8&g>2i}St>!lEtg11VGCL{^{dl_xlu~b@Zj#yPC?NUD^netbW?=ah%iz4+6m{l z%Fw>UYH7;T*zUpT7NS`^v`Y(VAU+>!((7WrS0OH7&9pW^5m%}Qi=_h`&k}XR1pmZ8 zNUYM5xB)LwZR*2K5(&4|3uoDykPpk%o^x?_Nrq}qtUdPj41=J|UdExwSm&L#Cr5x0 zCEpTe?LwaurC;8%!N@7QP&68g*ax$AOV#e;)>HSdC%WCx?lCRyG~amRAs74~@Bx?* zfv1NDt&WjfuRKCG@b-HJWLI$+&BcAL-lb|oz=8GbAM-qz<=L<8scO8K@)$*{DArjs z2xo$$`4m}ob38J-q+MtDgVO{mrsu7a3fqowO&1|W#sN=(u=+w>%ek|95f0uW6Q7#M z6}P~SeFpHRbN5CSAE7}mZep5guinpeLRw{${2cy<;ag{VTwT4xaF3IeGZG0pH#nA# z$slps(na4MWhG6;A>+#-l-Z`kmJbSEVT>C}_?Nbgco022>#%y!ta2jt3@<+@SwNIo za`Y@gR3neHRdNrElJCn?OguubYNIytLc!(PaWn59-P6XCKD=B##HUK(96!Dald2~v z6@k;BMKeq`NPET6DGXn#;mBQGL?tWgxlm^4lf&Kn0;hG4*M4z>eo4du(a$u5|IT8U zbL8?Km2a{8%2M+9Q~ui{^4!fUD2s`?a9nO_@9yOYst<(WY(mV?J5R-vwN$=R3|Dh= z3jX6tg7nDk%2C4Ep}SCOs|Pr(**JeTzZbP8Mk2P zwbWqOtFTmWI?6a$VAimYR|}LUk%5f2T_-%;a^@uJ$uRRS9v6MKunObqoYWm7Cyz~g z%PDR|I$gmAUV~H@`bxQHi0DJD+wli)4Tq^%b=-~(L>1y1wl(D!h^A3o=At&4PRas_ zt?YcD6hM&{^P4p^8&$x%zNUO3L#iZO2Paj=e=c$lQqti)UumIM~&E zm;>iuNw3t#RLF(Trah^CFmnfnIjsGuN`8E{0bbiCOVfk6o>A^V#FuLiL=@<>}+%zXtY4R4q$!d&7IPo zj(P}H_(2Nbm8X6|u5(Kz`*A>w->1fe>yGx1O^x!;CX8buH~1X|hr3W- zi0kZwo{~z}lfeD_LD!{KnDx~nOc>Ht_CyGZY*uWn906BZ_1*evU3bLd(pUTe2(+DE zriFw(EM_Re6pOKj6YQP(o(7ZpPnFoZFtbUz;L5FU(sMYCNcHe6p$9Ewz4s`r52XPnn& zO;2qw&5!~$Pz!fm1iLR`&!wA_tfyV&owUF-vEpOx=dmQ*QJH)4LoFQ3g1#3z;^@Z+ zp+p!GwBSl|R374) zQrWQOcMA@=CvEjcRDBr*k3Vpy(A3fwYCpY``;nHsqMWlx9NN^7>=;=-8!t;6a`&QQ zdUbN`LM{jP)%PqZOCmJ5{h<_qMRw? zCpr1vf`^-k{dr9Bfc?X4dFct=c=_?+CH~{$ZYU0Ny{)jv@^;W|$BA zNwYv#!I!zJHZnws^K@)6moGyrvgktKb7p)kH;*@SSrn8~t%n;@RJe6&as_w+1KV0X z>Df|kXb1+5bJO-gY*%IPqsN2RdLDe?0C9`43c1po^P$t^vycXluXsJRgTfyA(`YNT zW@|7m##y-B$?dPtG!V40VCLZ%7%wz=yv=Vp1PcV zSHuo}HA-eo7LusyBZx=m5d(fT<$J^U^)>M95-GeFLdNlmndJwMDUh%!zCLWpg{{mN z+r6YLCa@*xv<$sTp~Pp)Zak|p^Do0F_XlSj_)ban^&_8fLMs!_2$?&h=H;ho$6ylu z8qHWUcxG+dxzUB?gwfw*6C{=~ocfo3vJ9lZ4RcVO@2Y72d?;i4ef>?qw+a|p2fU{F zjL$guJ$a9!kogvyGO@LS=%-~j>4^CS;@ySX0c&GnwYzECv9)Fp2)_Hq9ywQ$*|-&H z-3&=hYHMR#a9;;8UL@_?$7KgB!0?^IzfnKW-hwG_bJ*{iKBNvox&7h3wJgj<*5s;L z^fmk#6GenU(!vt=qk@n=mc!ZubK=$Lr7!v>PArT~kh^EcRx&B+=i;a1wTagqq(ivlHq%aHkxqLe_3mmT0b;F%6sQ@ z$W*A?ZK3I^PS<6dV7I%4-SdF+nqYyvC6bNc$dB0VrWA#KW!8o>BRD;rAEV=d$$2w2 zk92utv;};EDxEHlGZv#)ZHu>y7$fC{vl^Hq-7zuL0ZBzin*&swNs1gCMSU@WB#Nhx z*qtY^;Nb^94{#V<9GpAvVH;IMeW`^e8@A~5BSxFJxv65lv<4+A;@K)z3_q6O0qB)J z6qk2eB-C3d6kA}tH-}l*#^@YsnT9jiYP(-nigR!|sa_8SJ)Bv$=+vx4+Dq%V)7qqh z`G0;Ou&#oUB=^mIYrD>9PaTKkU6y}T3Y1M;-k&<7@@tpJtbVtL5f*`u^Qtpg$^7F1 zr{n6pgV_N3>__Nv;!jXjW4Hvys+r{|83WhWz2Slo>#IQTfJ|rN;t}Y{nUP_7fO|@| zMaTKsElhvc`?Jn+LG2+CnPqJg<-0MipzLTdXhJI{JG(9fPqeC2{YnQb4?M-KyofhViK!^W*^_)uU`7}?-K7w5kgAH- zYY*y)bg`@KAyvO=CIbbGpr2-sop8P!Q5TlbenY&jO-x3OQF{O`!!_?UT2op&E=Uf( z!8T%;W~U!Y=F`TXODKaRy+5$sw+y5>jw1A?UjaQp`)YLwbLDeQ-Iz5peB!~JyJ0|T z!I)&KAfX4bZv%o)I*5WqughT5sEtj5FPH7B2IwnGWndWhh;wC8eWR$S;TH4U_5~7n zRe~1~6tlpc%3`owqhYO_brhzCz9pzrbUW!S>q2&;d^@9tY}~0!S)9n$k%E;Q(qK{e zFuuQDh5>|6Nfh5iplS6-npizDSj^U2Ri5nKeNz+>-@x`lvw)!-U3JzfyB(I0I^Mu9 zoCR+&?CYdem3?JLDqh2M!FfwkMgbq?hw;~emXyjbyu(>is2tV;Z3iqU2CN~iOO432 zaae~|?kb3=Pe|P+l30@fCt$jt!TJ;M0b4z~J?Q#vt|ZY!bWJA<0oPJ6N)_D%3l^_e zuHR^>h};K}H<-rdBT3(IDlnU(!}AMJ>|(pHy8rxgjwi}UX%nEOu#du*naZI~S`-WX)=1S&4f63D#e zyOUyfN#pRcf1QBt<$OkP54SB;D-+_!0rrD#LH=cHQD~Sa5eQgCjko zFwN8dGN&NTC)-T5+j^D~T05`K{hR;A;$kao`bOAbBc8gO`tawi22vxQ9&v;@>9`@8 z!RYHvdh%jlPsaO_SEh+vFBI{s4*;bzRAxTSXtPNvaAm+N=;Uv{l)7^s^nS1zwGJ6` zCsTF33TjNcFJ7&yx98&xIy*wHa%IZ$f}z;gFFv0nqg%bNaJ*kB?*{2gR2RB43w9{Th-`-|StyWE-dnh9Eal>2 zaQMWvt%VI@&M7p_1%47?5O?vQ(3Q%s*pZOozB(Z+kH+cNFdL1_hln8 znv{XBh0qH3O(+}E>HyE^DzXymrm`TUF|rBSkdg}$6D%(enO!RNHB+1Pd18#w53^Xu zMH2%*seW>0@Y!yo;94=|L6VO{c-8CKh<>t5JMvzs%kTRpg!E!YT&6`ORu*q=Br{w_ zOh`?L8`|mW4|?SniMqsiG;)WL&2_!?M66`fvCS(Su#sEYOR5dsWf1QEBoxP_x&7^x zdh5Vg>rN${!?jH#Zf&@;&Sp`jk8LbVDT@M4HvVwD@1tkRu?Q~0P zkOxHObMsiyTPpQ!loqU8`;E!8EYSyzITf0OyjU~HXlw1b@MhETw397*?6goovu#cZQ`AL8;5f_Rnr zCS-^d2;mv)9UcfzGBM{><#LZ2XwW-gxI~osF24G%Q|D;sp{Hfs8lituDUDZE=*49w zhh;qCcj>!&^#+(&O6|+!;iDzVN?0FIsTV24r-#+VWbxTJV~d_}5e{800}h#)@VW{4 zdM?;FHObiV)BS@O%(`qpc;wcS8BnYxTzN$->V($lt7c_sn7802^2d2|JQ{f$b5GQx zmY1KcdDh}w1&Fn-CdHX394dm+2C`ja-b=K5QFtxqMSPY(0+ z54u=EWoB2?>Y14t%7>b^jGeq8McvZYGF+L4aUaDVe7LC(`~Dee4{(Zot2H?ra-g^6 zh3>CKs7T>fO3Wyj=eXX!hi;&dP_I-Nui-cT;#}lGqGDp(>0|tgP3WK~v0!X|TBF6k zRBq~i11@+tc@sV8uCw0toD9Mye7h|Q2W%Z_Ev+XA3xICdBRRW_HX?smm`uo}i4;Se zyw|z|=jl{38gfmwWUb>|YOD0F+3$h!?MjTx2KBIbHz|6N51BW1WLskS%&4(3ofj*PvOYZia5&*fXXRX@WyQO~9QX z&0wsFS=jhsBk?ZNg3t*KxC&0PA{M*qPYDnQ#zOKJA#W^7_O52X$by0%owa_%<5@ z+O{*I@FGP&Xow$S#eap}78Z$4yWU<(`ucULUOQ4Vl>#CJfnn%RuttoO74qck`O$O{#h~HB$hj?=+8nj2}pZg4Smy=fVHs@P=$oATU3rtki7XW zoTy78Wa;d+rXB}`XnawM7E${+2&Q%i3Oj*)@)1hPNP?=0;%fr(jd*mWVxDQZO7^9d z`Lt4Rb*}J0f+E@Qf#Z0U`W9r58YQ-<4e#!PG~LF&I;Oq}ZgTvU2wYIJo$b8&O?cp>+SJWaJ~(DglN_7-@oW4ZO~FH65zP^W-`>=Dzxr!R};M% zfzUwg@{n`f?-D;*9aU)#6$7TJsRRAWra-H#fHjD=uaO?XrkUO@&W%MecUPiFOt8+~_bE z*?O<2+7z|=qj$blT`fBgkE(=Az}Oj~a+?#8rDfc^$fm4ur!o9-VIz_KdRNh!^|N5A z;ueY=N?8g!Ex*nMJY$B=(9oro#)0ANQrI}&Xap+58gz|Tt45JW%Wm1Pb0%il#&QrC z8EX&mX>|se3o(%ZH|^!mw+y`}rRCb~OR;R?yxs8iBGy+?0Ks>J6CbPnl(jZ}gGUD= z5ZciVcTYAQ$Ih+f=<5z2Ava40OPlcfSDMM3_1CR%Yi#88Ig5Y}hAolDLP3a+R=6j}gdT47?X||e zPTb01WDv(ede_~@-cgDD!EE$qcjpd??eUs^No>PR{xjZpAzPQIyeiKM&Bk9rt>Gr!0J6FwGCg%_Y& z&2k;IT4*a?&7oVy|8nqKOc{noq6D${P<$4ASIMxas~hK3XhhkMCS-E+GBIb|VaVi0 zMqOt#xu)p7SF|+-129`2E(C0i87^2x>&yzh;Dba>+&+!k0bKZ;QT`IEXk1ImOq$n{ z6!9D5>9oUI>EC7TrQ8xQw3p;kp)rs!W70 zIU#}=9z4;2EDxuW_7y2PQF`||)=Aq1;~-}Fmts8;N7<`7brFkN%OsV9oK;4nfE6YU z7{^n(Y;8DLjJmT@<&_IMnZZG_)SfX&)YFz{#=tK+l)EWpR zM(?@z8qXZQMZq_flfV}UqcH0Fw0yzCW$&Z2qg%edZu z$-5?CG6IDf#YvN{?JB&T*soiguyf?>?oFC9#9=b=iNYvibggi6FQlNC$p$X+Mz5p2 z)%G*Zha~04!jKZ6J$(%n@1gVuCyxA@3nPkzBd1>ufyq4HzSK{v6>U!06@$`qtV1i_ zhe4PN%gqJok4uP*vPsx6h=2AmTcW1Zf-UOTxg#5FyjC8Uw4Dl(Km~b@Heqn8UszeU z%~sL9fNRpf8~s%8yBOCZUrl5g!SLv%Ra>up^Dy!PJzHI|B3v}d*f~MowrHx3T2+SFUI%CZ`FEKd7TnGAIi1w+7DJNIxOCYL-pR&pm%?Je;|91 z)PC=wpduza+V65kwZgR)AgO(S84NA7V&Y!ia;s)#m5OE zl|d`K!}#`%&aC6p-KgXO`zkJvB5?7EB=yhfPME62_6D@z2=C=Rp<~h0V^t+vAN?=g z+=iqoI5|4|=7{RIsSR}xmU0d@K16u$``Q~_yLuPJBn)}D5kUbELq&b|DwHDUxsUMh z5>O1pR?FIEfKQV*>Ne#fp7U-4H)te~QyijYr36Fte9nCcYZNPd?n*9h&9fty-0i1| zrdHH4@81qe7_E-fctnTdB;a2ltaU{B-<=!!-(60SoNk{B3=f~y_LLQ z5cK31TM&wh9CHoLXzhCNXcG>H4hMNWoCp&d5kG`DM( zwSrxr2^QTxwtidSF2?bT`yMj9pbmWy^YozE>C;!4v%!Dq`2GA7%hT0JYL0FW*Z0hR?=`H@&zld%84Vwen&b9<3*NJj!YRG3NR7WkvAG{^77PfNeP7 z$L(Cs)A`e*uC92%cM<{r>rZh{-x+)=H%*5MM;08-P;UKop91>7(kyQ(RG>U!+pOIW zOj!Kr|8(Ocf5&ysBhEK*T+blNXE59D+dg+QEa`FF=s($h2T?NZdk?dnA$TBpC;$0- z*Y`b?Fs+o1yWp!al6Tclr>PYIy9J+^%1QF9gnlUP7ZYNHY#*bzN8wQFtc`Y%oFOt; z?I8(Nlbk?eoqV%8IV16Y#UkYu@bD%z_SI15ko4sQr~1)=V(CNPE121eHp8-Rl5z(I zA@UOTta1T<>o55ocN4Ssp>SqJ_v^D`;uAk`9-ySjy8YEtpEd&yQ3!2OCpC8Jo;DS~ zLuguY0^yqN1iyu&Jb)VukfT2Fcig(a)Z;}{X>$9)w`sSF`s(Y%!foy2MvJJ~Vq3aD z!9;}^G&U6b)8PFB>myjW@Xh#-_=VeWUv9Bb(DUgOV-LXrDAX4xU6GV`-hP2UJUpDH z7Hp^FcR$b-aevAAVQ$TGA4hLXagfRxW>ax0*pB>IwRzE&JT_lX0wjE_`O)#&>2{lo zC4Cy1dUlYE4;abnX8+Nxv~B8mZOOcJS!_Hfb@BTjSI-Z!}0Ikod4SW@+B#Y zh=`*XsV*rKD}a@glnKbeO3KQ~2_R(!aB`FCld?!y+qs#$fJ!@KH*+y_Q%5s%QWiOL z2TM0AQXl{b&!XyX;`Yi3v{S;-#h#Q!?dP_ZqKS>UsT-+)0Q|oYd1dme$X4_MU|04r z+l8n|eG^Pufokb z9erH+V1jDu)zEq-Op}TH>W=v79COL;b!u2%rE8eoQd7!Tz>mVK$I?!{Mgx5!S;clb z2nDd)`2=0su=$p&pYLD935fAx5&}&;-IMAxW+LZIc@~5}h6abTJI$KzZoKfdCzp4D zim97OHXJn*cR`3`cH;fOQzZS(aZrH2(aHUt^f{#E8{7Ih`{;F@VK1M?rYRN4mfF7h zALt7k*B2?eC8;bMMA>W$dEl;%Mqh%E|${NClon+yUe`YX?ixXOD|nTUeO8m^+x7 zyMi1K^6_6j`}a8l0?%%DadmsHhZF!0@~nf~|3wqfDPrcXrY_b_ZjLUbtiZq8eZErO z*v-ZInPLED0N|OBpuc}_fm)X{{#Q$E92}%93dZ&z4gR-QzYy&iF7R*Ee_27(+RV)g zq%PZYv(K#iy8}Gqcm=MGTqXZ zl!x<=_5Oc{EbV4&XKgC%U}X4l*H54z^KgKEs=ArmYdr7&%l^-r{9-~Dt$zdj zMW1H{pY_ot~xk=eU{$vLY7TiE?QcfTzJP$}ME^YuR8y5#DkO%Nn zI6yd`k3XLeu_n7w9*T zjg$k_IM=gqu#vKX20f6Fa&mBza&Uku;RKR$v4hU#1_1zowx7%A<3NyrMoTWx_0M(k zaPxr5zxF+sKa~M;!9SPJAfAxd8^|y`&)2b&a)3&1kg=Z2pThQh9_LRZJeSYy|8&~30YMl* zhJ}A_lLK_kPow+|?z#NQwC9%CpMLS=1XH+2Mf79S^cl}+0Tn7I)ke{g7xmZCL{N=}I9{dC9vra$B1R~V)RsXK# z8595j|MS?tD&XPd0rk$m~%&`Pk%A9?cs7kaj28V;&=U3Y%pbU0 zmB0>J1a(2dnsl_Z$e6t*B>)za?Caxgd+BDae@EY+8o-2aYMtpjb0 z^7=t=vQ{7<9iS%pzb9I@zsK0;Ipe>DKb-9Uuon=>t_Dz=LhA&;iux29L7Mu{3pA^ZKib=o>_hWI(ijI4lvRMEj3fJp%(ov>(525xRz)zg ziN8AgNSiV5t~N}mH@te6*zGjCLDf_8Wk|MkN0YAQ13ROYtZ0 zCG-FgMSZef;|xZFz6^Y2Mw5K=cq+g)q!B0`2}aA}o>o)%lGK_S?rCas(}Zu=b1{2t zw6k7}1!IJ6BA20eRs60dEvBW0x39DZkfr;zIP*=Id}8`Oy)0fMLUvDmi47HftIi@mNRize3H&bZPa(FYBeU?jG=o;pVM|!jr z6{fOhqFEMz$mht&vcx!;G>X6`Q6!(u?KS8hlm7Kp^1jytxZRa2-){{6OGp2&3p;QYFr_-{PmPcFn)wZ~~P71?M%ZYZqgc9Wss_ zQHVLT2`*kbY4vDee-PCs;#)i(rx}-~X|VBNteM|H;ripj4)6~w9LmxTAWF6#V_gM- zZ83KY2rHgGRT53Z85vp0W{#l|5TJQQc1;NH^y|(?r{87_>0f?&iA4<8_?ku;(jd%d z369wjH}!#g)c3+bhbIwVk&P5*>Fb5qpi!#OLFWnntZ{}l&G)d7iC8HP0&N9D*-6@ex-~CSV>IQkP4T{p?K1a$6)vp}%?|nU z!56vau9ys6|3hXF4Kz%i5MR}PLr$b-=zDkfoQ9ZOd^#e0IlnO%_aB;zlk*?e0&>=Yhy>tz_8hx9fQ?NFz|N)&A`%-rI}FgZ+2}Qo zQA#BETVq(tE_@JybX+@mNo$lo^5|KE$#bJ!{{{)qA0lC6=lBN{aivc&qO6F={7^Ws zMh}cW*`89#D;@kY5>BCHI)Vv0=@u?P_P@Psn0IWTmO7Q~g!xpX%sz=?|90K_3O)2}+b_-((aNO)wdKpQL;PsE_^X zToW(pJ~_0M$-|VkbXIgK=Zm66ou<4?m$lC(KvQz1r{H&1OEk6fp+NmU^I<(cTTI$C$s42%t5&189z4nV@SD zD!7n$$u3zxTMN+57*#8UXMt#7O-e;9p%Oewhycp@U%TjUDSv6Rv$5PGJ7eZ7yw!3s zYzbR*nMyaQRwNu^8LU&&%GFrQ6TJ+j#XtdL+6aQ$Y$trW#3}Ats0wxI@iBX0Bs1$E z)Gs=PC#5ZnW_%xyb&#)AX}5V!OR70r9-8ZB5`mNgM%P}36#1@r>3w)eazZK5^ksDZ zg>ILAq_L8&?h2%r#U$#|dVCBT@N^2#SsTq(kpD1GnXO(K4@KV6_i~L*F)&FW~9jk8dtC&@u81ZZ@8b57K-)<&WRnd>~v1-C>6lx#Gy11m#(c%!SSr6~x zh6z)mStSUH|M<_ox> zcc2lz3pB#x7Bj*yzA+Lu6K14PRV_wFMflKzT7lg4daw{2?06rS?Kg1#G$aD89e$;k ze2g%9Cn+q%c`Lc1lGx;voA>mSVc9HlTc^T{NNn-fUpZ`K0cTBYShh-Z?~+nG)d6}4 z%V!^kAK9ekvchJ38XD3!_h?Kd^B@#?6;9?uAm@I9SEaH44!NEYWPbwPXt#L4Vro3X-bL>HO z$g7GS?!@>c3RRQjK1`PcX)pYFk>bD+`z6{cbnTu?ZL^%ib;p@5LiPf$ZnZs(5L}Au zx)C&3Zx7ruSnulcIyN0GiF!+vboa+EdNh1W4U?sAtz3b4Ft|KMJqaI?7pxq?dIV6u zevs(<2KqNZM$*UeC5x_g)*-1XnmuR*erMjkcqeJ@{ue?~AGa`DE{PVmSa2#LK>wlW z&TB5;+MT_;H6W4*d#>XA;)0yOL7zyx-cE5Ju1=6X0ces>+&cvq4|;wX4Ko$`dJ_M> zDH5+Trgty9eNC{NC+GMc2fHbF<2SDP(=d@0v^f8VYu+}yL$V@@x~d1Edj;|y;R#CC zJ`^EXx2_9)_X_cf;D_sR(eDeLLK0kW7-esbWm}E8Ht)YJt`<_5gux}p(9Dy*K8*sZ z9d6EfKt=E55703w$ ztsMZ>Y5+D)WdJAp3loe`Oi||duz#-}gi2kS-VeJPfr@FcLpY?)-?aV5Vc0)=0FbTm zIVxlaM-RgWty?Uhf392FOCp;^m~o^Kdxybm5d-U}GG9mNim(eOz1Bi4u%Na;mF9*Z zPlW~>s>9m-4VFKR!~SD7|1FjjR1IbvIYyY#7gH%t@Z{OhU^#w>^}lKKPotUVMB}g4 z7mt@sfFOkxyUBh{5%^>0Wm>wr%hM_QJ2_5|)Z&K_8Hz%5#(m6JfQP{^V`dG9^@L?v zF)yOXF-LdkziI`|WzlVo){E6&SF^dS9ufs_A?;UWs?{_p_w$zWVsRJl4}UK``_aTW z+)feB24y$TgUso)+h81xkvFE{8GbMJwkWYAZ_DGY-EDAUfBWzpR+9qf{Sg%|%xnK# zIJqzK@7=?Mw)g0~UEsc5I)Azns%mV7%eRBw8AOdn7XGAA5#W6MWBrM@Cu@HhQ8U)_ zl26X|(>4q1P*iiE_!;Kx6+h0$V??6!p)^yM89&i|y{eHl;lha@B*!->N>LUOzp>-5 zvDp9QeL;x?CU#I4W#!^w2W47;!2k310M{=`+yCqCz&6|Sq{YdhKDf)q#rdMvrIV4u zm4Xz3@_DA30RuOLhyUM5+5a@|VFe|e{^9Yrvgkdeh@v-{B9a%9(7xGjEi&gFAIaov z1B-2*l9x2=*?{F?i$lie<@I9(YK zK4K7AAbTg};k`%Y#aci8u;WsAHhw4RbZvMoS$&o{*4t^eiyUHcO?T#-L8Pp|W)?7Q z>M(B`fc34ks;<0XH)Lg8ANU^ftc39N0jk86H{>^({%Jq}Wc%k7%%S|rxetJN%mIaS zk#(EQ9_Ly)ywZUr#D`^!4=GgIY9`aHca)%B)4d}ZeuOE1Cty_g1Nr*x_5tw{S&Qm? ziVrUANbk#nSS|S!pC+gv7DV~T=FqDf*aHUWJOD;eOW$Wfp;}6SwbO;_TicI1CXvW5 z8L_o$8Ad*G?7@reij)zP>PzFq5>Yt{gF^`|{};4mSjAFG3MB zGIT!(*@FC%2ExSW+meZzxvJy3cEnGT*XrgRC7{x@td?$7p%K+5`NK zWbX!{5l&pKOFEfvw9r86GJt}M*p-Iyh8$5w9{TB{%ZHBb21WDdAUXIUZ0o@)*1hkztR&s=0#7g^x7iB_ zMW5!I296=Zqg1~BhNpiThk@=A{G&rge?kH!t;C*_R{qo$Ikd^O0R*Hnt4@k7K25yn zY^v+VVd0S3h>W1OB|@j=8F4g8sKjKQmWvkxZ)b6w;@eQ20ku2r@sHVQr)9=N*{(BAcb;RqfUIRYT_Pw@})pN zb(rlHR`IUl%9AqU3x}u4LE*Z_=q!^x^!dJS%9p$B6a+L2j3jYNKv%;KNG?f~`lU-~i<4IlrmOxKnE*HXC zrwzW@^i85;FQImBr}3nm^SmMWeDP3?_8_Tr7}>aAo=*~dO!4q52CQzB#9XxNu(|ip z$<3i3N_G=|5G}s|Ks7|WA0o;Gm4bDBrZ4jA0H=)6SN)AM|1_Fm|7QmBU+DpM08D~J zm{3Z5q(~GQjucq$=AFcs9{3`k)8pchmBrr|#gWmrM?bbj@g_}k{^ zPA2B6E)0iW1$$IIFy;AFf^#QR=Lp6WUP+}|N# z;D2Q1nN)aUDOnLm9^n0rz>dFMW)sWJ-aolXt3yGR+Ks&2ap@7G@@IUzqHMdhAYt*o z`=YXJH1u3*Wso<*c2HbzD5cv{jB$sx_hs+v^OajX;=A(Ep<0-JmZcj!jgu0%5t05k zz`7p#*dF@9YNKQFQXenX{GJlZ#qBpw0)4JHud&-HtU6il_RA=|+VjPi`7KuJbWu{Q zC6h5zf={i-M|Nb788rvC??^$5Vm=WY&A<-;&;D1;v26C{Vz$PX!TJ4t-}V;c3Ly0l z`pxsXU)-h9cSFdekJ^18eH=U_D`G<}tT>dRX;jAYJQ~ugZEnqyX4Ab9j~c@qKkiPu z_I$@yHpcfV1*1Sg{1(rr0TL-|`)J8FEmWeBr;CBgm(#=B3F=5mW3{~Ij724ep$u?hs;SNjzV2WU|X z>IN$vs!l=U?>hXl-D+&kIzEQbFjO%Ki7>NhPs{qxQmqv9>}ZnQP*sZv#GR&(s`TAp z*J4gERZ32vH8R0NDr4~9ve96X&rZx9@Ol}i3P4n%D$rqj!6bq~S8f`5B`E}V@)5AD zqb0`Uqf&OI%f6A9O5&IP!LWOspUm#&PtD+Z=i^d>X_Geui$$u{yak%zR^ccLCFMO%yK8hg&&kB{?tqL*T?4d~ z;Nc3Ul5Pc>R#cz7V?#S9GiwWs`xmkot{!2;b$#;w zw--RScK<9F^B+$5ISK~$fR=G!_(?BLepB(E#&oQpbkMKv6^|Q1f+Rx}Jy+XA|AHq_ z5j!4va{N3=4G({CHBTgjF*Vr>IO{%NP=%= zKYF&Qw+D!*0#bjY%b$it|CxW`P~oXq6GHrXmod;|EOQ^K#Q*GbSdt;UXq`q>dMtLb z^_@AHI#VKZ$Emb^B*B-PA^1p)1Wl^t0>pTwyO*JA9hM`l?em#vq_WBIiHQjVR0xlV zsq4&y`=+*naTK2X-bU)tA?V;Em>7As+Pt57(qn$SECd(aLUXCmY9utpl0s^6UdB2X zy?Ql>PipZlB??|&BNE$R`0~BvN52~_H7(MqQ$lH{=oqE=K#!nhDMX%H>`%ok-?fw8 z!MUBjAwT=ji7q{wX`;{j9Yw&6vABbCd!#Z}=DQSwt=zI_p0xESd16JXxFeUNAAgh3 z74vX_!5FEq>O8Hr?__C~DQ!BQd8j90IwJc3VfZM<%Wxoi(pNuPe?wX77TS10WTe~x zL*l&XOlU`N*QuO_CXG=Hr$hK*@Zc~}QeGx!rG7=!6o&OLgX(pg=V`cI zo?W@0husOVc~G&Wrg7Eei}hQH|DX2GH71HHisLF8=~D4ksrbrNf=W@NF2@D-))hql;SS~WhZu?m5jnjqQ)AGM95peaRb)y7vuV|`W| zn^s$m{olL0usgF=t0w*8e&NoUb02eO=A3iy{7%^2y=0KN%dJhq$af;IhK$cqiSvp} zC-49Hx;s+nI{)~bRP$6W_Qm4necjUCCz@96O|7m7yFTlO9!(9skD2;!TC;qA#k)~c zUP_y^;mWXDZTzyX8#lkcap|DOMVAjneQul{Rq*`Zvyx99clK==z>kU8JXT*dapu}X z&5dEP-S6%C{@cW912&KC)yKZ)q~YG$YZt^bM;huIf4@E3xpkMiU&e12w+~!4W&3TB zZM!}0{M9>mLu#ttiU=}+j~Y9Qftxx)MIHGN8#2GTHB^_8b>q|I#6N6?1t}ry;GQeL z`0mXfJIbT%?%KPDquy?aNnDxJQhu)Z%gjldq;WM-=g%BSZOF7o^jR2WJdYZdX=Hny z<35fL57A&dw(Py}y<$odGS1XbN2r>ay!!O)*3b$~M1sLqQxLwUyvKnLtCDMu-HiF* z{nx^qR%L}(Z8|bI?~{4iQvXv!whe4)tGoPH@12!17PekY+7X>!KJi+*<ir+5pUKQT8&?tJk{&hS<1~Tm24U)< z9`JNK^HdQvFLYUwyKcsA_x(9Vtz(S6?tb(gShcn8@QJo8`+#Ay7e|O$mn=&M2>3VK)p5%cmNZ7+T(!VG|I#<9k);KZ zj*_mu4b55473_$ZlCf><`eiAd+wL#g`|GF+8!B%dTsQE}z_r(Jj;Xhv8(vT{^su8J zceI{A&_A?q;*hariPiSD`eSo{;`;r{%2KP>*`yq`+O`yrNOopxgmR>nNT=Gcmgj0~G!X3sZS z8P;xcSZuir3;{dO*%Ue>^X%3-H5;A+^Jj2`E*9mbqFCRd@!3=|LisQ1`GVLUz5jEo+DUJd{u z(h~lF^~=K$8P&L>oc%b)b#l zI{@81Y>O+9%R>)zik}>9^xGYK0MbYn32DSG`;bQe0QEm1jap8QGzQ<&!}ZFMMurVQ z8CCu$BX&d{3uW}Jex9L>6oq?+GCmY##FO@PQAU7!1af>llo6CB{Oc2-j9fd$NN~pg z7iAP4j512VO9|rYhcS|}4`KBEeQGEp^Uf?$f|1Z|OTSN#`7sQFzVxp)O*OC~`f z^!YcMa-qo580EHF)Y=3CvTaZq_t`Jyp~zx&JHdm~6CG3Qzr;4!+(>1>BqUpMNfrmf zV$w=`GRIV79SCX?eTb|9IYKUr%{qZh?uZGaIS^cGE#fUf5O^V0tskyd506oK z^pMRlqR8m77usBfmTX2Fr-|c6GWjl-eKgBdSsj=YRT&vC_@?mp1(kuh)?PY z8K=g4$n-d32IMmG%J|DjS%+spCewm5m&-WBssS=iInQj#xmMo>o${Cz8NPt|uw`kTk^52DT^Z)QT}nBtJy1rzh`MU|qeIcqN&P zH4$;hw${g8N#;+{) IF*Ql`4=>&UwEzGB From cc88d7004fe8dc156b8d270d06b28a72127389a4 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 17:01:18 +0900 Subject: [PATCH 06/73] Update moldb.rst --- documents/userguide/moldb.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/documents/userguide/moldb.rst b/documents/userguide/moldb.rst index 3b383490..8a627a5f 100644 --- a/documents/userguide/moldb.rst +++ b/documents/userguide/moldb.rst @@ -82,4 +82,4 @@ In this example, lines are ignored if their strengths at 2,000 K are below 1.e-4 The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is quite essential. -.. image:: crit.pdf +.. image:: crit.png From 0297b7ddcb6baf5a8d31fbce7692d4ff32e1c5c6 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 17:04:10 +0900 Subject: [PATCH 07/73] Update moldb.rst --- documents/userguide/moldb.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/documents/userguide/moldb.rst b/documents/userguide/moldb.rst index 8a627a5f..8b456a62 100644 --- a/documents/userguide/moldb.rst +++ b/documents/userguide/moldb.rst @@ -78,7 +78,7 @@ exojax has the capability to mask the weak lines to reduce the computational cos >>> mdbCO=moldb.MdbExomol('.database/CO/12C-16O/Li2015',nus,crit=1.e-40,Ttyp=2000.) -In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest. This is because the number of the lines whose strengths are above a certain criterion usually increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K, while for exojax<1.1, masking is only possible based on the line strengths at 296 K (i.e., ``Ttyp`` is not available). +In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest. This is because the number of the lines whose strengths are above a certain criterion usually increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K, while for exojax<1.1, masking is only possible based on the line strengths at the reference temperature 296 K (i.e., ``Ttyp`` is not available). The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is quite essential. From eca9ebf23372c9c8a128fcfd1a75d352a6d93b5b Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 17:07:25 +0900 Subject: [PATCH 08/73] Update moldb.rst --- documents/userguide/moldb.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/documents/userguide/moldb.rst b/documents/userguide/moldb.rst index 8b456a62..6ed704f9 100644 --- a/documents/userguide/moldb.rst +++ b/documents/userguide/moldb.rst @@ -80,6 +80,6 @@ exojax has the capability to mask the weak lines to reduce the computational cos In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest. This is because the number of the lines whose strengths are above a certain criterion usually increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K, while for exojax<1.1, masking is only possible based on the line strengths at the reference temperature 296 K (i.e., ``Ttyp`` is not available). -The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is quite essential. +The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is quite essential for high-temperature cases. .. image:: crit.png From 1e2929e30d4a4559f0d2f20f4189450cd6b3fb7b Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 17:07:48 +0900 Subject: [PATCH 09/73] Update moldb.rst --- documents/userguide/moldb.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/documents/userguide/moldb.rst b/documents/userguide/moldb.rst index 6ed704f9..5aa294d1 100644 --- a/documents/userguide/moldb.rst +++ b/documents/userguide/moldb.rst @@ -80,6 +80,6 @@ exojax has the capability to mask the weak lines to reduce the computational cos In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest. This is because the number of the lines whose strengths are above a certain criterion usually increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K, while for exojax<1.1, masking is only possible based on the line strengths at the reference temperature 296 K (i.e., ``Ttyp`` is not available). -The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is quite essential for high-temperature cases. +The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is quite essential for high-temperature case. .. image:: crit.png From 3c46ca7c53325e0b33c48ec6049187e12ebb65f7 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 17:08:51 +0900 Subject: [PATCH 10/73] Update moldb.rst --- documents/userguide/moldb.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/documents/userguide/moldb.rst b/documents/userguide/moldb.rst index 5aa294d1..dde2f665 100644 --- a/documents/userguide/moldb.rst +++ b/documents/userguide/moldb.rst @@ -80,6 +80,6 @@ exojax has the capability to mask the weak lines to reduce the computational cos In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest. This is because the number of the lines whose strengths are above a certain criterion usually increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K, while for exojax<1.1, masking is only possible based on the line strengths at the reference temperature 296 K (i.e., ``Ttyp`` is not available). -The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is quite essential for high-temperature case. +The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is essential for a high-temperature case. .. image:: crit.png From bca72bf3fc3e6ea70a8315835def6015adaa75c1 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 17:10:12 +0900 Subject: [PATCH 11/73] Update moldb.rst --- documents/userguide/moldb.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/documents/userguide/moldb.rst b/documents/userguide/moldb.rst index dde2f665..5f82c338 100644 --- a/documents/userguide/moldb.rst +++ b/documents/userguide/moldb.rst @@ -78,8 +78,8 @@ exojax has the capability to mask the weak lines to reduce the computational cos >>> mdbCO=moldb.MdbExomol('.database/CO/12C-16O/Li2015',nus,crit=1.e-40,Ttyp=2000.) -In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest. This is because the number of the lines whose strengths are above a certain criterion usually increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K, while for exojax<1.1, masking is only possible based on the line strengths at the reference temperature 296 K (i.e., ``Ttyp`` is not available). +In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest. This is because the number of the lines whose strengths are above a certain criterion usually increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K, while for exojax<1.1.0, masking is only possible based on the line strengths at the reference temperature 296 K (i.e., ``Ttyp`` is not available). -The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.0.0). You can realize that adopting a proper Ttyp is essential for a high-temperature case. +The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.1.0). You can realize that adopting a proper Ttyp is essential for a high-temperature case. .. image:: crit.png From fd2cd77835946f288b71d9d01280b8e930bb3c28 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 17:14:13 +0900 Subject: [PATCH 12/73] Update moldb.rst --- documents/userguide/moldb.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/documents/userguide/moldb.rst b/documents/userguide/moldb.rst index 5f82c338..4ce7d18c 100644 --- a/documents/userguide/moldb.rst +++ b/documents/userguide/moldb.rst @@ -1,7 +1,7 @@ Molecular Database and Conversion ===================================== -*Update: May 27/2021, Hajime Kawahara* +*Update: May 10/2022, Hajime Kawahara, Yui Kawashima* exojax uses a specific mdb (molecular database) class for each molecular/atom database, `moldb.MdbExomol <../exojax/exojax.spec.html#exojax.spec.moldb.MdbExomol>`_ is for ExoMol, `moldb.MdbExoHit <../exojax/exojax.spec.html#exojax.spec.moldb.MdbHit>`_ is for HITRAN/HITEMP. Here, we use MdbExomol for explanation because most instances are common in mdb classes. @@ -80,6 +80,6 @@ exojax has the capability to mask the weak lines to reduce the computational cos In this example, lines are ignored if their strengths at 2,000 K are below 1.e-40 [cm]. When calculating the emission spectrum, we recommend setting ``Ttyp`` as the highest temperature of the atmospheric region of interest. This is because the number of the lines whose strengths are above a certain criterion usually increases as the temperature increases. Note that the default value of ``Ttyp`` is set to be 1,000 K, while for exojax<1.1.0, masking is only possible based on the line strengths at the reference temperature 296 K (i.e., ``Ttyp`` is not available). -The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0 while the other three cases are calculated with exojax v1.1.0). You can realize that adopting a proper Ttyp is essential for a high-temperature case. +The following figure shows the calculated CO cross sections using the ExoMol line list in the same way as this `tutorial `_, but for a higher temperature of 2,000 K. Different values for ``crit`` and ``Ttyp`` are adopted for the four cases (Ttyp=296 K case is calculated with exojax v1.0.0, while the other three cases are calculated with exojax v1.1.0). You can realize that adopting a proper Ttyp is essential for a high-temperature case. .. image:: crit.png From f1baf61f046b26d9cf1093a97a0a3b4ce9fa3f8b Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 17:22:52 +0900 Subject: [PATCH 13/73] Replaced crit.png --- documents/userguide/crit.png | Bin 66135 -> 66174 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/documents/userguide/crit.png b/documents/userguide/crit.png index 519e06f73cf98377686c1ff21d19ee410e5d869f..61df4f687cec6dfbfe8c4d985d74264f14482ee4 100644 GIT binary patch delta 47767 zcma%j1yq&ax9w4B2?^Fy9bbV)ZTAl=;`f*>F%f`oK8NOyyZq@*;6G)N=)_WAwq z{oniEcz3+VU{iIP&!> z7LYV|Y`6Ao)9M>vvvL%L=P2Ne|FI(ALojLw-ou+0*mj_wV1@+z{$SYfKp-0|hQLp{pv%R^)wOGlVXK%5?BO(w{y}Y{{b+|V0kRp~8Edri%W>Bo9 zV^9zaqELJQmC8Rz^7i5Zh+bzG7hJ@xZi1Mxu;`qg)~!?K_((@fdw*xT5|VRq;m*@2 z4nqGLCnPM~H8`l`pnr9?ceqp8f$kei#kq|$MrdFAf*;0}6(kKYpFL_l}SqNf92lKb9-U#iMbz z`6N+MIRD<(o40RK$tftnp{g*@(a;DsABf4e8p%LxZap}6bj-|X;D+e}?{2*G^!1A` z&E{riI_Kw&mfbDF%gV}F#A|G9Y$6I&(vI|1#~V|4t#ZI`>p|`Q!i(N(Sf9lG2*Jth z2LJyiMi#~P;?Ig+y*W@az! z>>dgV3Vu)KelYlv^KD@vlbE=8wf|pNkY|?58y4}n>MWfVALQ6-O?UVXCb1`Ty$p8j zc^U-d>mM1y9xrKu{KE_nz= zg0eN43FK8&LK71o)8j>qy1-zNYZG}>Q|1|t$IRNQ?M{y0XedThZ^snM6-k%c_9&XE4SwwK|`Yub0CH}o}_{d#k&+Hqva!So&tsLcw z(QR(#p;SE)NI^39YBfNLmVZk~NBZZ?4V{H^=C_eSLLotAFS? zbhbZ%!}G>Hy8@&44@?}nFDt}?V^N`ozMXcC;K%N;(SW}+ljlp1yA*m9;g^gBwuw ziF)4Ryv@&N*xlXb3b=It@ZrORUx(V!@o~ta%eC8T zdhU$*3!K%*B?njjK1d%wV#?B`a90#=NYUQ=DWr#<90P?Hy<}x)4+S}(A2lR?aGhAd zo;a1?E)1VZb-619l~^)R?1Lgh`|YJ&GzAk2i(+oB>F4}?bUL{hcmku!pUa&}U4sVO zNf!6b(R+)Fi!<#3EwHWda6Yv!W6Y<~=Q$6&U;dTCG$DE|Wk)yTD+kYe3F^G5{~@wL zgCkaoGK2yO2b*C%Vq4?n=`TQHUp_d%;pOGEUurilzgnLvH>|e!iibctco9h8+pxj0 z+#{^2iVJ}jL8aat&wps*yTwpu(nbm}lB}a+MHpl@^ipX7zd$WB#%s|BbqTs_`*}1o zqj!C=78@QDg95`O=7Mo{T=QH(fAHc>TCRd*6dV=?Z?66}OPEsLgEh_?ET^076Hj#E z4o3_73*kn*(U^)K&91E?{{cq1QiCCmF=FJ zBLl^)#3KY1M-~*7oZMX8M~|MbWy*cjn-Hg=riRJIQkK_VZ%>wP&ekw}|Nb2YlaP>@ z>3}5rV<<}3-oW9hKfKm)v+0Q6wCKlHU5p5^-ST3C6TF)`^{$TsH$wJhF}X=5<)dFS zE=s69-L;nMvY@s??U&oE06|l(4FEh@YdeX7xE(VyTG$J4-QIh3(KciUyHHEhf=`HxNwG#Ka_7B0%Kw`~ZiHjO^m?->w-wCshhub%uO3%=^-*iH2HX zfvmCJ^YF-6)P_E#J&NV23F%Ee_{7tcGZVQ*@vVg9osH^{I+6c=>CHTxWvSIdzT=$y%^6^NEY+qfxQ4gSjc%9CSX4k zw7mQR_FNoamq@cvwGW{Adoa+FRA`OqGIMa~u#)#(KV`t>Hv;JcgQ9EsaniTylS(1B z8&>R6SufdG9hGWM0W9;Dmh5n_aZa#xhLx8{W@$uzfzmT$8@5wVJbWKk;s5X@xxkpncdF7I0ikhpJm)yUQ=kn_6ebD%RvEbozT5RnXM!_OQ0_Z4;Ob{FNq;MS_LW#>wI^`4| z8Gd9bMMVr0OyVHWcidZO@v8hWva`Jnm7MvG<;du@db^~bArs51e@sb1Z!$6|R+#AO z%GSZ*!=@A?-WbW0lajgz%4L<^G{@wx6*}3dr=FeyZ0zjSuLhHBTTDSyKvZKnq|r7! zG*o_~1WG`dgNnD9a-Qr(2hqX{8`~(J(EB`Vsa~2OwBZklINnrOb4%QuXhL}f1>Il2 zq93%Kn?x^3+DL8LI zCRg!1XR@`eWcn}@wHunybL!`!6+fBI*UF}Q6vTOE+EaI8WTg7FtNaRCPi+2SX!wi--G`P4CU7dBfB?r2@En!zaiG^!4w6rBzf(x7@ z>7s9gf?$(7kzMlr|7udqK(FNeXZca(H;J7suImJENxYW|rJkkGA+-(&C{s9rieR+$N*7jXK z`{ATKpnf45(%YLWE^hAE@wlSDx86h2*_{BXzI^%ep1Ju#q5)_@Fr%(MiR+0L@XC4u z;s678D|uwxIqK9+X1qsE@6J+J)k1Xwra+Ge=mOAK{=;&JsD=P)0SQ2vbcy5dIWb>g zL-RiIG8F0$>gZU|VWaCc&PW|oxQrTft;;V56~0H1J_1n-pm7eAmj~Zu#(G~|Ts&+j zuRnoHQiM2yyEJ=mVx-{rQ?Crmwy(fiIrGv{Rn-5EBT+(DmVr0F0G|dh5?HjDss#4< zAd{V+Ms`<=&L@Os32wFZ5bZc8*!Sgp{((nTN6Z|IujsgIo^Hwm08Rt$5Xr(aXQ5@i zXF9VJN=Ln3mW4w~Lr=O(X_!_zwwVFk`}PY1J3tklx1l#-gT7HrSH0PA#60d6iMS@( zlf^UZ3wF_P?ljeh6rtfoQY&H}zG24`V>RDz*a`1M{dAcIn%n%DqoUjeG4LZ23N~cv zd#Vq5B&;2l(C}dW8jHsawBsnlnsOF#?vR&S{(5WMr=FPblE)X5E|cdSsHefD<;e7~ zLK$k>@dt>@&D-&GRaI4m^B>xNQJ6e`CMvSJBiJJSEh&(ecFgP!1Fuew;nfVe%iIe& z7lNGQYn}hOBCOyeHLu41aBG}h2SzW=oEb~>h!B{LK$4M%_rVT zBN;0QJCWepd>eLCkRN;kFE)A|;&L8$Qv^puK@P#=$D!aCk&q!|8w-eSn^H+pF}R~c zvbD8!v{;kr`ucdJ#KXtO=MOl|v9UNJp1a}T6h2J;kTG%l<3?Jph-$@71hyW!@HH(( zdVret!6@AYm)OQZ&o8RsE-M=$!aEma1^w7JF*0zAQ2<~q?d_vHcBW_mV2r#mth}^BvCOPSEzz)F@1r2fB579nN>qwzn~90`X6wf@(*^jD;Kj zax5*WIXoN+e1$z4WkTd;{&_S!VeO(jxyUwsEbAhYR)2-8Q>>fel_PJXmJda9Z9ybI6r+tmN z6%HrO5|l9pAVb7!KMHWzx=n!q!6tK?qx>Gpj0J!pOD$6Z4HL5$AQ$a9@Y$eYXc^bF zwJott11q`=AbCIF?k3Kb8ePm0%@R5~`UN17T@Dt-_pYE*ZsKa5S^PYFL6 z3CnF5bzKCgYGgLV<}SKF_dQQG9WL$`L)(_sV`Ad)&dyHT=}P??6wu^#|N5G64+au$ z&+7-M2ucTo})7V_0S+L%ejpAMn2EA|BFkI1=Eljn^drWY?~A zb92kQs)@J!@>uc1hbJ#=%LLC^kkSkH^%tQz!f2=dzZeuD;iPeG)mt-UX)$wyZ>4GP zDXuHFUET@fsym1o(*c0@#p1Kb!3g!OlRh9n0hbHL3i1wrv!p_tw7QP{XVGSCHR?XY45-;);i49f4c#f-P7MMdwOa?q&nUXN*6jsHlzbL`0?^C z(cNA$KyH&5J^^dPbG=XLcAhg793bSsN4cuurp`Eh=c5o2p79H8u@0{mpY&wnV(o;u z5+JStNkdLfK9M9UBt$JP-X?n`pI!WIqx|F6@EGwi&I=Nf z;nM-eTy;)L-XePF6mP?eOv=j3CnK9LdBXQUdU|@sDdr~{tn={ju+%N8_bf|T#g5`) z_HR1Ts(-6cgVW#dfHRpd|3pL3fe|rM1Rezi1%FOYWxTx`e;xro+!j@grpJqcUk=(t z8_6fw)AZOzWDjU$Ug|6tFFW@U?#kJXKd9eQ8dG%ilK#D9YVe8WEtT^@0MzDNeKb!+ zKf-!bk>(2({z~)#ks({1KH=yTSZ98AY=c;?zl$!Jouwc%$W3g6c zVK-Muc)FPQBK^D(ZCB8G!taCTs1A;T73iRy*`0vacKNbWLdQm*N==l_C;x$gfF1o) zKt;aXQc(v34PhiCq#_etOj(}5Yi|V01E?B6li*ajZ)xP^=XZfN-tT;025|UqBJH_& zjv~2EO7XvZ=gcgT+6^5~SUp(Jjt13&5>c{vR~-rYfFIBACX$MLESjnwVaIdOv* zSsx!btXz88*y%=S3(T)!*FoTyMj^;+0F9BkcYF zFTyL%!j-j5&YVVN4tIK5T0~DhIQWo;2BIOI&4fSs9q}3SDd2?d?d{_d5^~30DtQ!_ z#MApV)b~J)7hMy2e&@)1!om4^Em7@PJ;HDL7Vt%6(<4q>HBPsWye0>JU>h=CNM-l( z-u+(3U@#b(EA@3?;FUFT(NA~9v(cRS-tO#VTRaK%gol^pl>ZF66U-G6cHzaZfuJ^| zCTYoibfiEJqfIpJ@q{0`?4j*_70;$d@w$Tgb#p(HU3w^la&+zz-S$wgCb3 zZ1;Va!O;1@RoiGzai~tLRG7`^PqfyXOkP;fD$idxssn0TJkd6vf|y<_fNx=)Ke;9D zGx@Za+B7x3PYuBy7Lbm5HegDlJ8@jN4HQoOR!!=PjlZ3WikMb=cCwq09BL*QY^cuA90-ZmU-NQCd(Y<|c}!PmajoLa|= z(jo46IN{as5l7oDo5sa=YH9LK+fDuP-K5?$gq$Eb{^kh~EGQslUHILy-Uy2~Ooj*O!(XOh*}@_ij2fl@m(r^BsFemmP*O=Ycznw^^5@sN9=V?&WTZIU^=ZkBo9Bc8r6RiXrqv9)Od6iklcTDHX_L{M zini#b?Ihbx-fki`GDA$J=hgSxjxKJ5X7^MT#5q>UP8k^bmr4x9H<}TzO5z}5INVT# zn9?)JcJAg!$K#*E1~1>l);v{Eh`LUKDBcXrw>5rxA2Rcc{1;&&21P{p$)k^rf_GD&@#a38$FH_KsTd!Gx)9lo=Gu>hCb3o`PXFI2`0qz~gFd)eqJi8TX- zP&4yiUWhZUAAY7)zb1PI$3lJUP8&T-md4@!#^5lS^_twy@sm&rl7*cOMnv9yg)aLmahQf|c&KSAVOHAEII;!#g}& z?C!V7@?0-HWOoi+d1_=Vf;22(2~-xiv$%J`#0204;aoNlieN;HHZb9F znGYa00`#^i8pfN5g&Tni+K$F)K{y6Qw$52!0Xjuj79jq;ZHBnB%||t7wlt0rY}9mC zy}S`OX5j{Q&^rF{5iYbBqks&H`uQjVUyw&zT;^hz0@vm~;;nYhkDiyv9ar8QcWfYw zdOrKxaBV3ofo(KaX~lt+xOylvAh%UJIM$D;n}n^d;v0CK0L!L}55Hb(;oWSd#~fHa z=y95r+HLAhdk5E&1m`<1dr0%Vwg`T+ZL->N6b|llal!!_Lo+_%z!COhI_!QINEUFPY#wTQ;)5?;R!)CO7#3!ys0R~~{7#Pw+GqXc zl|sw?pFh{2)f_4B9b~~qw_k?7-@@Y(U_o;!$c-M7RInCHJd)2vMa*E%K*P)|Pj_Xm zey*pXfp>j#v$DP(3IN^;(2MAlw*dCd-``)$6wq>@NoWYNIej*Vd=(n=oV87dyuae% z*I;r(TY7bmA3W{{j_>+sk#20i@)O`5p1TP1LqxFA_xL>zyZh&n2IV|^$6_BiyXjL` z1PHt_<}H4|+%^rc6^_{N{q;^3xE9?mbes&BL%@Ec0-Xxr9I}9Ng;>O$8Bmd9^$v!; zy&pzI!H^Hf%gYOs{7ZHx*4X!SBJR)c-er-nV6+&XA0KY?X|>KSU~#fZ(pxjCKz`=t z^npH=sLf4t7!>(Z@-o#8UlPE>MU}HZ>^#L*ceTF0? z{Nf4`(?Z^-8QWLtWVBBAr0I2+`x2FB%H9Ysp9vcwvU zmFUxb_b$dFFB@{URfWhuP2%kIUu=rxOts#s(7*poiB8e;;t7G`CzUVVSCScWnVhl9 zA2*MJ_sfaqs~pQ#jO4<)r^X4E)J}Tt3R=S**;COd-ok&c=No^% zT^?1WE>U(ww~=?HglEag7=s=r42KHa%F0Tf{yj^JWLQ{OH;_mHZW=(@KA=3=aW4an zk5u;a&dJHT@#f6HOLPDSi+==$3hgXAZ_Ia z3ugGsnUZ36(RlH(>o{e>WJTP7zmM~7Hv&K|^SF->9N8YeNn_9K$aMu%Z`}ZBSy4n{ z$?frvTR+OaSFWwq+<1nn+xtsiw0J~dNTdJ!ITQriRrA%}2x5L)t^8Aj&;}@L9+8qp znzZ@8TQ93Iz-e3|}4KOKnCklS{n$OJH(Kt-f8Lfdw`g}5IFzclar4DL0MH_U!jie;F4J* zw|Dvvs*>oaKHEB<1d50dTk)S6j4_5(x*xG$H$h2EIJcLhSY_C;1A3CWWyF)kItMpv zW-P-?KH-4xsKZws=(aqQA(PlRHL?*76-tW>b&J5kO-v3233}qUXf0P_PNfxZ>*`w6 z?cT0F8(G|Zj)sx)w|>OE#=~<`TT?d`M3(|^%>~j?p5I2*gF&WcAUZgpNUE~%r;v}s z3v=_3ygd54pHCSRq!>%DmWuyrZWR>JL5t6AHB4T&9)g0^U94GXTZ;n}WMCqZ1>N0h z6S_b3nI8073OG->0#d{N_Y6w5ghnsqDwhVHa-yb_@BCQeTq~_Mc6Vh{vANp{^uO{H zY|ZO))6&vuND_g0=hyI>Y(cwGe|vuRxV7&$N7)W$)#1jGkgcS-w4+(uak`VMH)iTa z4L%VL54iRaWHyt&$rajNs#0l*C=1esmjGBoF6=lngBt0Y>Fn_H(V4#r}Sj^ZkWV&w$WNf%NU42i(OM1Mk?~UCRIs zTg5fmq2zcXSm^v}>rwfxXiJqpt+n0pWjYalG4A5QLGihaF*2Z4|Ezr=8m&nL{DV3l z%auAh9+jB%>e|;(*2qR6w#h2Wp=*U}NMsrf{1yP$77{b$Fq++jMf&yR;2^wK$(FwB zLp%Fq5|Cq%w`Z_=3NIL z$EusK7I*hi@-@(#q|w(%A+a1OxQ995PR8VFFjo^^r>9foY1riJG(|;4DVBTXId<(2 zde^k1siGhsUY-P*)OQkm_)=GY5H)`!x)n2JNjke!HxjlSy8ae(RX+`ZL3#)7Iop+( zhIIcTNTTJgfkoh8#3lblL;UgQ!s9G=8{!oB%?SErWVN@lkoDS&P|p}0w&fxdpvXa~ zy}MfKJQQCjo#y}|6b1cIA!vi9KD|Ap<&$k**R1=sK%kf#m`xR=v0B~|g!Jh0J~~u@ zrRt?(e2NLT?WUGs2lLYI>1iUsQW6Wh=Gh`fVkQBn+V>K+5LEN)lm~O0zx2+JBWJaD z(H}2BJLG&?6DcY3E-qu#y^I?#E-vv&XA9#H>YRe4f^ZX|=bOwx(JJAJp%i~z_2+P! zZu0!e?0V&Kv7p zYOGIeF-o7WHHTVPcTF%h50aXjNW{-x8Ti3!cp47eads!OO z!>c^Pd3fmi7UI(C#pJpgkedrTJI>vTn2j&zX>nI_Gbd}Nlc$^(-mQO!psYhU63jk* z^KGC*DosNbrU2pk$ZxA(kFz5}ZK7qT7-@&b)6|FnPyFm@=Mp~0{|778>|+vT>j?JP zcNXjTWDnIFs(z&zy~lZLLaF!*LobcQ?v?9`3uk>Nq_)&mcOn*jV8|?)uGFu#@t%9X zk1$!H6W=ph*>0ja9|-Xb^}@i34_EoB&bjFN?OlUklZ^L8)PB6$XFK|5$Be(7)dTc9 z^IiU)52Yp7IMapba(CO7T1La3^5d))_Oz7*#A*~nKvhEyczGep%!p$zDq8VEw6_(n ztR=Z@dK1K-GTKLI7&iD@$bFxC{1A4r6S4>ky1P2VY^PYlYIjt56nIKmQLt|23#kz# zeM6|d+6-p9CX$h<;~6*C#XK(a%s4Q(hc(ah?vyvfZud$8Z=aJL_f6&%;rnJZmniS= zy@rrEb?>tC1z3I;?MxStv_pk0vS)w!nxrG%eVz4YueH?lBhInZ;rT_Fl+##t`8qDc z!jU#KA)17owY_X;v^7FFRgi;oF;!4t`tmvye&UZ2iYN2R)#CAoEai&c*o3Qd8&+i?zC;N%eW3KWL?LUj5AMI84SyjB=nosq@7QSh2N(Vv;o&=V%X*Dm zrus@V)5kl}^y>%gcPv!Mx;fuWPet%dWYnh%RLJD>HGujOG-*YPSFh9yUtNxCpl;R| z`Ar?x1{kRnIh~J5au%!t4lF3Ym_YrZ$+&`7n?rnr-o@2psGLepneoJZ;LorsVA-GX zvg)_}en3x)#~Lafp%Hpth5>`%!-o}h1(L`?0zi{Ipo>8As-avlam2Og*Z9<$81bG5 znaA~=IxVNu*auPt>PlOa$2>x6ME>i2i%X%ew0BrAv?KCb8~NW~8*7zdd}Vs~g$YBu z&O>d#Bj-hcEo9v17ez^>R4%XGR(S28u&pEQke5EI>>uQf9kTW`m1nB1%u{g{lx6C?wW6-xe<=nZhKsgfLwh0 z_FMtUEq@hOYuenVg(5aBZ8ZL@KEz?!i)h%Cby)eN_=%VuWFi zyGYPiFljh-?figouQX;#1o~Bu>g{%H0}E;DK4L@|6=`j8R8r;#$<1N0(@u_~=xZ;wcUvP*L0H z$Oy`v8QC=IO~j{Gr_olgEl`SxTNWFspMDacwUa3s{)f#7<@9^0HU0ZJ%j=Qb$Q~ym zjgtA>p?yca3s*mNOg|^ck)>BEz(=Pc@4EOG!QmkmX~G_ycr` z#sbn?WW*>PC|-MVVpxO$FMv{8={qdq;Nx+FetjG0G`R!4=Lxmds=$zwJbK%b&H%DG z?d~`6GI8R{A5o{c5;dG+e?Ji;G~+fv`CMWF8g*yD4@{k6wbR!C(cB{flX)!vOn{paphx-tk&`8Z;7e)Q|t+U4et zC5Y2}h)e>ko2&^!@g1e~4s}I!if-~KqHX>#@ac}?oZpQ8>IKt1Fzvv<6HUt-EMh^B zqG*}F*%lFE^`idk>uaIEjS^#pUk5ThJr`j!hH2;$=-w&?SYOy#WX@lqs%w=rZTwl> z{2d&N(h%B~n9_fyfLIkQA|@(`DSfB?`jI0i6^nZmX|(`vSKY|{doa+f`=1;$yfId& zqC}J7#4b+8{0{y!WjPMa1w# zAp7BARy|jR?LLq?gD(xR2kw@DBlwNw5KE}SE>wjEmKDN{534H56|u9iiU9p1cbzFK zUmf2%uPx#N;rCyt%T1;pzGq@QJqt=qi5OM?=M#!Z{jC+0faG|2eH~d+QZhTY==yRb zqvSx6a-Ogu2}cG{&Xa*dfU|knJOBp3)!v6@1VltYEkX)2amur6{Vo5|yDh#V;xH9D zKK^g|BB=nShyfu` zSnMyfJOqPn#20*ZceaL<;(0s}d5HU8JOaqI(RDr28Zy`he4@+Arux4>6D%r1n*mHb z=oE!`)fs}o!4W)dcoQz1saJEDS}JN;Dqd~s6y!ZZ(P{5NQ((s-C`d#h;{Ft<9aH&i za;k4WU*#t$U+9B;zNb=BQb72Tlw1>$k~~6ILqb`d zDF}Y=-%CvY+ik#J>oL%v^KcKnlkyl?qWi}P!*Al2r-ZP)fVZ<@efVD{4L*s_SP=R% z#)OwZfe9>T2#?*C$(#TmG5 zjPcj_H~#I|h^}@14CSj1_PSdIg%{NWm6Um3yIpweO;-QGtjHM7t;3#O?Os=-U-ETN zlkId1AGh35kM!hD+Ti`et~-twOY82i&TrGAG=)_J94g<5#hQLpNG6Ynal$4Y}fL&f2 zBa@zChVX}c2^gk~-esckw$AU~t{Y7df^@H_Sl)WLcLRd$V&p4Q>;6tKUdKEm4)gNt{-ZkV5qKLbPxW=(wRd2kXK|5IB~9S5 z2zI>GATSWx+Ohx(0EC5)k6-6O&Kw#ZUR%z@vu1Lg&(WquH4?nZ+?D$cDMbuc9#}%cXPVWi$A1_p+rx(>#C3! zAbp+wkFNyNr=-&+9HmSG1?F7O{p_MFuJp1VPC+OBY1I+pT>SXiOJRR=r+%R4*ofY5*1y8{R%LgBPNzoBVh zGvxQ&-)80J#sylRV8jcDhQ>;?S=kI~(HIyQZ08pKPw&Zz;#_Zke~xKKAdryD9seGx z2I>bfamQak$^|~+Ay7xv+Rx$v*>`k5RPe76ijBppOOQ-@YCN4>4sZ*2-<(dfmK)YV zwvR>JH(^drP6)q8kUOw32znmdWYcYiss%Q^!KGnx*^s(tdFP7m2DQ)w=|G9Jjm;Bq zg)g0)Dh~r#fgR^~Sd^I8GOGXFI1$j-%ek=<(wPzgEah{6v9tW1{QB?l##(pi!_6Os zI6!Rg0+=h(JwKqol~+>I41i8I#~x@FD61Pz)mW*i+{t@*?)~IvCcv!4uJhe(8GWiNBECTp&Ndk za)VHy>MyDXrZj{_cdSs23gM)XY8^#frs-G)xAD#}IFZ2o}lvu5iBj?wb!fXM-{ zN^yYe07@asj_ad$wm$auYzXNv@BrL{Aw=xrerFR!Hkq2FkK*;f?4$NmgYG7=?;v2v zC!H=jhojB(?QT8{m3|FewPxS~glw}06;rPF!YO(dq@3kQMl`}p3|t7>6gxmu)YJEl2$w{^CWC$C z(hq;(0}4K)^5_hw44aJc)29eSs)5bl$x_`h5K)tyeZXjcb$&1aEax7d;=<>wj>rE~ zOCay21BDtBi3FRlGRLpA?TwX8=LQ)6iHzm-t^2%2?oICtWP#@CNxB+zzYu-yq2; z*Z|zsYjR}(Qw?yfVZc$Wy=@ASgHaba6SVB?SO7zHHhb)p*nh5I2MLKy|1%PBCBcG# z?=BbEJWdxmapU8pV;Av6f~Ecni;zglF|F0;ioO8dHW=oMYyNkG)pXG-QBF=A(}2^* zQ9Av3Kpl-K@dC|p!Mvho%VhYG(S%sP0Ak(hPuGqJvkKs35kq17xq2*w8a3#MuoYzcT=3+Al0D$Qt@hkAfaK}%fI5<}y1E)f zRe4E~VYB-a;F-y_vh@D^)NdRZs{epvhw!wOyxQ8@N*o5sTjd4Nor-XRe>!`4>CP3b zii5ubRbP>-B=~q{R@P^hmIWnokJEe~djOM~Uahry`ch_cvff%wMOGFJxUu?sBk;Lx zCyErI9o9?2w_#xjix0xG4Knm3i~m1{EFxWBC!p7_Bf^3K^W;nL7y^X26GZ7UKyc>f zo;AP#@{JG_M$r+5mwk5Wqg}J9$HBOhW8ml^;s)65#oSte(SFkA4v3d4e_YwJh=`Da z;J5x+Tm18=yIXp`8S;1to`w+m@#9C^zpXyUf4WeqmZ|P8Pz9V8F-1jNtoHA=?i#>B zNx!+XJo@!@rq%`@VM+p%_ZMJwh1@seehP55U*s47`G)Tcuu5@*>p&Y>)zDD+qb3%p z`iXfg(0~#)8thhSdFl2BblIxqv6x|ElHkx=Fq{ZQfb_%0#Db#Y+Re^cISFRgBFZrU#0iT$S=?1SkSutycHEkKD|*Uc>`*f2amPdlEZ z*}xMT^J0{v@Ym{kr5X&@+{oYG@6rx9t`O;Li)m#%WHsw4&2rz)TLHn<@8W?nr0YP!yl#rpJ;e4~lLtxVcPXlTE83^l~nIWF8G<{oI z%KBde6L#gFN5H>iKKw~IJSqxqVL?B?uwb_!TEVfv39vA*GzKBo=|_Qz?VN~+$m(|} zh1Yfv;nN3*dD6$l-M#Fn^`7^>K!1OKBF4$3ce5-=$hHg8cBR8I#xlCSmk1A^wY7EI zdG5RRK42vRD?I@8(k|e!6t-^#u>LiN~B4h0Eq>wjw)E-Ah|rjHcG3zrMtm>;a*`&Z(Z3 zHpq_v^!5Q9R`qI-5EwmmNS`CaR5K-vx9Y$r=0W2}IqmgeaWpg@J$i(2BHGV>MwXS` z4!Jl7$OKedO}{BlHa1M26ihIFFL6LTmE-+;JTT=csdw@8)VYcAJ=uIMd3UYpumoHz z;GrRDvYCZ$9v<3$z)nQVX42X?e1(5*>V{=g;&ccyrOWNL4*>x|Cy=OvXLvvwDwGmt zy=WFzRz2h6c!u@%#r0R~z}?CX+)tA`VC=8h!ADDLs|V&kh{c0-CM877xbonFHb3-3 zxhH%Q3`~1KZ+rNaDYFxp2-|#5yMdv`W&PXZYe~Ozim8dy{(IMc=zd>5h#NC6!?g%p zXd-hpOpW##clHtW*8?1S z(pl#OzXt~!KHkc%PQyM;C|}athW&sve(9GdFdD{x`0xgl2|Yu@XKHFVq@<)n8G$Kr zaY5irSXf%-l$9xqeESWoj2<2yK&1O}qDUQ_+(!UM!5|=aZER`j0TVMYSPIL{r30Q; zTp)u57FChLXj@xb#ZuX+qT>47)wSE(+hk!kMqmr&q^MI=Q0M|fCeG&K>A#Q`$l6|i4*Q=R-)m#=(%MG$flaF7tXVW1KiH|O7hZd%*g zR(}0@0}7-W*lqAwg&sMofH$EJi4?6+hQSjx5U2l>uv-;CGh*IJ!A9#Pvz}=5_9@KWge2H>iSkV$!{aaP zgc>f7rMD4|!=jQBGmz&%k$D>$DpQ01@qe-P)?rokUDxO)L_oS#5NVKBN+hHk6e;Nt z5s;FQULXxpQi_Chmvku&3L+q(prlGkNlKo%p69&p^?{CGjnQ{4 zxrss04@2UBvxi4{wMaL#0PjGG5uEwAuaeCIMk}coQ@0w-kcYPc(m7XuEU*%Pe9QA z*1DgJiV9avO$}AJ?&AE&sup*Yg`5b<{cTW-KgV>ej&QGbau7*-$;K%LJuieOIL-OFK1;cDBRPN2qqhO3Hp`BQFmn(l|YC#K@(wc&XWv@ zm`M!(ISXlPyZv~&<-TFr?=VLHwrqu{HUXlCgJ~bU1B97b5Eel={gzKs8!I5|NYUBZ zIpH@AWrygwJYJ)zpU95LaqM(Y>#kK+-gM2#P%zmq^7vyN?Y1m9Tsl?EcvEl0`Uz4E#Cl`ceb@*;4z5{2@B6HFMqHL5QbA=dg;O= zSb_#`kp~gRhaB=($~h!$$F_Y+rJ~g`p9e(WUEO=mx)w&km&1-BF)q4N+kDn-@JPfZ zmR}a1X-%oRzzj~NdC1th9;*Sq64X0TFTB|7Md(+4=?{iRi_-L= zgADHX?PF^+PL*=Djy?&McV6WY-)+C+cH>KsJab_2n{Sz8FFdmIFJ*$xqNdi?13Az1 zR|hsOkgopv@6#Z5YA{pUY_ST?zicQZp`d^4ZXO)>`{J%U-QYi;?5LtE6IoqbG@*z5DYjB5N8$K)FiH}%`Q&@r5l9qz_&dL_tJQU_WHd7^+&le zLcyQnn=YkDGhp45)IbVLMmY9zMZ8*m<0JG&e`2P`@jQ=fsL~((%xKBY&c+6aG4iR3 zfa!0$01;SVvPz7O_63|2SMZsRe^>p(#$5IK;u*uj6wEnUvr(?%^j@%yCNsu8IIvDU zjGSERuD*U)Ss8C}aq**9L`+X|^YifnZ&xXl8ECD*IR+&+5(9-Teu%r)wgnwtiC&py zv%PHJg=@uKLWWApw>%CM2}x#@1Cs)2etU_TzYD{eU?RU#_=+OG&(L=%`uzW?sQ$rcg3@}n8L5EN?RhipY! z9e9kBi!o%fKh;eevFzWsrl+UJCna_3xdzuzMt-}?`o4zZy@I5kvKee=MCh6Tk=ZfB zg)^36GQD9QN?H87?4@k(jD9=hj^7&s!T0@kjFrhDgZXL1@#a?tszlvu<#Mv&+Fm=k zR7d?H4)=}{n5^DSrO*d`+n<$o$az*v;uaz9mOZ`z`{e zU@Zf+mDAHBC-n@8i@LhHsL%~ujE~fCMy?4HFkp^dr7uq~O35HTIU-5Vm8oj-*R9j_ zL+>c4%PLo^&usH!W`Cv=`3l$4;t~Z3^8FqfGvD2|fTh9PHt94EY}jq)_*p=q5HP3L z`h|}Gu`Nm!rNV4FFNhV^1pd?<{=#oIYHf{AAriB|hmj2*IsAz{#bBh3)q1kLa5fie zl{S}c1NriszT+vv!lkmmkOWa&kLN%9BUZ`qndBkm zNFIuVr>lncUE@&)N1Ec1Av!JLWFy{t{aTjVL)1HGf9d@jQi%w98BNJ$ zm3`Wj4GtZQpmznOy^NC5d9a{`0K0ej(=~MfQE%VA9RlhRAU?{&0SXI(eJ#&S9xTgL z1Nnn@4GjrtX=&kYLrK>#?D4DC-q&YnG`<1RfBvlTU4B|lJSpssgA=_=6BZausQYR- z<8R_waUy0L2aDj>oSC(h=>j(4Pg?n}29tTk={vR=W+j416a`|yyE?nM1-G{PwH}Sa z3We~9>M>z%D0t1magPxYMubD+C-64L!NCD@8;&%1dwzfWSc0$zxgFS) zq*^08=3N^|;6W>vop96GpG9`B5NIwv%s)>oOf7cbEr3LKkTsZ0uX1l{2T=LQ6f9jJ zJ#RygGJUZwH%=8)aA=waaM4h@&w_6kB-}|iZ6<(!M6-H;V?omdfkd=|0`Sv1H*iaq zRdgaEA|t&()eAoUDu9A-D31aoB2=oU*#26*KhD)=_wYS(HXog!bvf;vGY*r%x6K(p zW8ii*du3xtCX1h0nLG*%dexXtx~i(`Q1eqKR3r*)bCLTo+^GgYwIDz@hcL;7&K_;N z4+E#QrInQhr0HRt-Q7d(aF*_V2UOAlg&Ah^=LgDxRN)H%lM-(B0;T|3QxQ6T>{=Pm zVU2YR45*XLaM>1hrCGYI7aDhaA0&-nMcicj`gECzhG?zJoijMj!~9O0m--(Eg3EHe z2Ya=$qBkUwayjN;vb?UzRB;7My8LnF9{|^eE6k)(j`q+X_KGChGYAL>V6Ww-A{6xA zdBkJfKn7mz()|`RS_#s7x@v5{TyjVlAFVZ38$acodi3Kc%xUiP)Ut8d-To8)9@%>u zZSHjPB#$&0=Bj^5{iyOZumM~UOx75$?})S+?yB+W>gb@+pg`nakA=9)1t@Sd?Btl^ z&4EV%72|`lU_NecHN&y$%1Sa2Ho}rBt!Bu&6Al#4EB>Fl;(WDX@TA)A&b)Usv9QgDzMWVS>b=J32Z#8#hs& zTt!7jLE)Uy4{Qw3`AifMb{b(qH*Nr(^)O))`n7~H^f#YDG8SsaM*9hneTcz8trZHT zJP@+Pq@<)M!wHe5`sr&xTB4TQ!`=BN31$S5FW7cWHo?`@+0cxK)#maE2#`S;(%^UG(YpBko!@2n z0~(F`bw#hI|C|9Ug-SxyTTf5V+dMQZfUFP4fO^J^*>6GJ;c~R+0QLO&jh1cA*0oZD zDr^X29jO3Jl#IybA_{=7of%{kw!{i>Fgr)giRdA=W^CX~VtRCXN$<>sHi=nqVh&a_ zH&nIOPeP%rtSOcpf6)Zbp$!z$&^Fl3SO8Bvd~x*B{%K{7SQt1t$?$P&6@R_0uBJ8} zke8Fg0dh6&A9G|%hFOn0zJsi(%DL|%X$#^Akt}|DmVNBdZuLEUiOapPOvy&<_!log z5npB(3!fZ16JYR<&RB%~+0`Xq*K`h3SW?mnLi?<&w>gAaSy^-vo&qI)AYTi(T-Ot~jtx3qptv7v`$&tx(l?8>3xVcQ)E#KB>WhMJU% zk1zS#J|Co#LYR@j_3O_7v_W59(Dk?a&c+Pm`uh6UY8z5mDwUpF^AGnGCPQ^O)-AV3 zn16ozO-tq!fhK z*~5Bi-vehbzZjaex3`bDCiC2X20$G@L>3Y!+P{3MW}6}O`mj+yBCv0cTQ2GQjMrv9 zF3toAx%Y1FD8u;Ub!{blrjN7VTX~+(xLibjXoj8qO~4m(Cp~AKL>9H2!poG4IKZPg z+WDfDRZtL?rc!dKgp7@E0B+d+*`WPTG!bg3=O7?k9r2a5@SKNxacyy|u zkYrGF>H&+v6{!?I`TJS=tP66h(DG>>O0^d^`Qnw$EiIp+mGtyAq(OGd`q|dtKB}_$d?ig9F>O+M4auSq+EHoVjtyw=?Kg%EY8o0@Gc!im zhh~I{UyraQ8m*%AMGPrN-ji#dKQ+a()H{m&PDp}=Q zEEV4ac5`F;?D|z0F!W~E>HHjiB@|Y-UWth%=zGSyn9+rg*c;nJNg}GSz$-aHi5EFUGD=9N(TIru8|}DC$%@a zL@V|KYqLbw^Qp}{2K&om5^A*e-_u3m=)ahK=!7fk!&2VK6kLM?AEc-*V-)MJTJl%T zmBXov^T@`g{Y=Ndc5*Sq%nM+4L-qJ&hE%agxrT|v%o1eCI%CN$zgHE3W+w@^Z0^2> z+n8Wwf}rN~2MlK5;^Wxb3NakaM{Wh>KE6<>!-z7YOVwB@j#EtWm0TqY306$;V6|*c zq!YCu2Q=PObhA^UhaEl2mz~y+X!R*FD*yV$)m8j+lc$XBt~>sbgiJO(vE@k+ z%~{Vigoj7o%WIW}9y$>9k3Nfc@PE|S<@q~&ugm&x$rBqtC+#E^xG&;$mAlVRMjr6{ z8K^B`0xalQ9qG?wUVi^f7@ry2GdOXi8e5S%%i3C2#2yfp^iC+N#OqyDl7EmiH&N$o z(sZ)&w9pmgfH*KZUIa7S>xDD?Nj;@@Bc#RwNqE=#d~I=lj+!piF*CCx_DpJCoK+Uz z_AO29C;=`uB(&2Uk6CJ4+w(ndcY*Cor?uvo ze#lM>Yme;Dj0u1*Yr-NX4>>va-uK^iU}-0c7Zd8{Y*o&w-{S10IS*^W^M)bE9a|#; zvdnT`+l&tTGa z&Nre9x$w$Ex`oGs?gqhR%wzM*Dc7$3dHzv==nMPa6Q6HUN2AahM(UTBQ-nLDuV5Kj z?d8vWus>vL%bdT`S!djq!;uHivN%KU@L*Mv6cE#H;p$=}#g-lU2d|fVCc9ETui5vz za;5Z?`8nklW15^v#bTdh8{SfVK>YMixc-r$g*GF1xg1o~5vj{5P$w?*O1VReplrRR z2U1)N?4z6}JCW3;ON_BD!874}gd6pF2b+o>R(+Cx2#`K^x+hi6g*Z}|H%1R4j*V322hemO6PWv+EyT7;Ew zQ9?Z+FuIYDsc4&MuLdS@qdimA>|9NPJF*i(ChEILT#Ky)5H*hZ65WYECK^a0Hv0mI zKTkZGHn>SRlZFI{;(hJtR?X}zgyWFFFHPQH_n_#nI-9TSjC;9UK;ye7rE-sp;7FZd zic2|YkT5&%WpaWK`bNc>C)tqihPv-5(B(CO)IfGFvKv7g%_Z1HQ9kLW3YT(CTfS8keqQvh?f?85XU*B_7bkt%LJuIIu$KCeh3bW; zf;-&54mT6XvgtXCSW34EiS&!*KUgT>+xT%0TiYc~uU3lO;r|~o!Jw=GNa(*`tFEhk zg@?TK80rdN&qwz?$IO1){tc5Ve~LAG#SEY08X`H7lc2blL{v%o^GGkkIIQC?t6Xwd zTj{5)0o!l**jZf9{w^N;v&~c8o4RIU?f#@pk^1oG;5ThXxEuuge_T<)S`Zj&4~IKS zEB9B5#fQ(L!>()hOT}GiDW95#D)Y3TWnY0M@^W<(pGh_Rw76ddKn0Z6v%kls3g!T# zrvhBh+n~)NL!!9m;zYx!nF^`6^gCw8sgm`zLdGWM{WE*^f-UIi@BiexR~Q<1=~c)t zXH(Zpj10}h6>S2E`Xd8)vXkNvxQ3>%adL(y?Qs?*P=Xc}gh?QFeYSc>jFKXu-5vka z$VUI2MEnw}$%3EX2svW;*pCGl*>B|>L6)cY$J*l`4HYk|n1>xn$E?@5d z*t2k(d#|WO3z&Ik7MA$X=!U~IK0TcnYSU7~T0&@o;$RRo z#THuIBd!bc^UepG77*?9gt}bY;P1AE>Eq2GI{)&L=nluuegFAp;8rK57@K;@zQ}y0 z^fX-6EAj^|CH0lCY+zrDbSk3ju5#7ma{Ipzdj9N*+mKF3NjhwbS|g%Pb6@@o&o``@ z{7Oq@gYP}Par1fP=7(F-Gq{-G9^~PijGo}b#;L5#^sE|hUZ&ud=kb*deb#7*Erb`T zs;$nHs58gIl@l(1oN5>sA0Jp+$^-JH^Pr7bny6r$pPz@?oyFA@Qfr|V2bs?~hP^Ay z6($Qt*Xj-MW@=qa0=Lm~Uw4zafrjXFfAo_r zHY2f(TYxBuIh9az#RF~{boWtu-@m$9E5%ttCZo}IJL!d_Y+`836P$6y6*TVF_usFS zJG#2v!32~;NSTr7(#p!)v6k?r#3F*#($wHmwCNQxq2(GyY zj1|iJBq!7GnKT8%?1!qcQl0+~?@^mCy*^oc0hkOKpoY?r^zHS@7F_Rcm0pb|#PQq}==3E$k6s}ziMd>O zVssyl5p{X?MT?cEi9gBjOHO2*!$=J9$~^XF>RD^ReRC)`bt`r|t0E8YmesE#Oe)#P zb@-5|r~;gg#uVZhPA)DPh|Lsyx^4`%?7Z4PQ}Shf(z(Zcl@M<`| zN=s^bEol0aI&H;H9ePPu3Xc5dRP6{o-5XPxUXP0S>U$^!Wi@ie(EDfdj)%AZMbm$K zgqYNMO=X`BLv0&JzM1Qv;Jt5dZ58c%nwwumbKqb|3kLO@#{dCi4njuAiN#=`78Cv& zc89a8q~cv9ROjZKv+cDpXAu4dvPdFmJ6(Rf(A`x9fz9nwjfsgy*yky`eIuXF`HLvJ zi6XknW{%2nK+(|CYFus*q?fb!#R1^z%(MWT(Tnuq4-Lokww^F zV*dV^mE_aq0Dq5Apm$qC6SPaHBDSuU&^`S^=zQZBmm}-1ISa>#ft%NeX6s5T*T3D&I z^&3x#^9M&Le3H3VUiu0Bm={wzW2w2CYGqz5?wB_Kuk%wer_(V@_V(e8?H}L!^_1d> z4o!?>dQ*s?9vV#4kAw>N`Ps+?vIM<=mo>8A`#BTK-}}bryt?w8o=C7TK`_)~8Q*U* z|IH^WI=tV=Vd{wJB8pPPh0ng7zx$0|N$J4+_vz)4sdBT7glQ>%ZsM$d371(_ig9(f z(5Bnx&hltGhK)&Aigg}^kSX|hy_$fy_DY};Y3h3owd+CCh0e+W#-Inf@92D-x>QFU zh}Hr|6%@b^u897J&-$V&Zw8B92?32+g=wqvd=~+x4Tbj*GmMRa$vVypJ;Z1fF>zhB zWjEo$(UIB)Ee*|hqev`&Ir~pbXIjeg&e^i>mQ3#sZqdMbm#lWgMm=^!YAfubVd4iX ztNVw$Rc_Q$(zmii-(x=x22;s_H{YH;(7%sgBJcU~-m`_+Ixm z62r`HM(Yr*Kjz`hO$0D`MH=$Ek}vHDE$=T-aObfgeZ&Do85>YniCEXJsE+xNF;t2d2A| z1U0{$os5ikCOrsC+G}u=uEvMX1oQk2e!Ul_UR-d$EfnNI8}-jOeXc8#TnbMd3A8hl zMH&_j&THrbYL?T#At{!+tm^a{St|Z=nX98Xl@yl_&w0bx z7@#iIP6V354NXnVLPAs^1TEg#8XCF-8H^Ft4T;_1Wwcx7onj$7!idNMF*JvU0H8CfKTUo6T{lOs=_f$-D~Wlha_P+w*DE+ywA8rc zGtML|P)u#h|DFF@g@cOMNb$_O1f;fbq@vY;y@ zcqy*bcjLmxtQ>@??eC1Gz`K-lQc@n5A0DQ{*3ec`lm8~qDxEZarDgeF*fYkn4H6(A z40e^=NA{sn=4N;i`@b~CqhfZZmUg%;Y;1b;f zcV!{GsJWuu*o@N0W_OWUM|M(Jk-5lTMd}OC zJYMH8HM{&_Ej111PsuK=uI9XX6ENmg%{x5Qr!io-;Z3X5Z`D=6WxskLHsZEWeOF-2 z%0_2x=LZqb=`uTXO_@g#I&Oz|JWS1Wu0c*$g)1D&ld43=d;YZVEjd_WaCn6!2DoHG zl%I#)?DjM?B#6MRyfLn58-jm7JZo|Vafpr{!3s;LY5 zvX}>}SHrs~8gwqg6iz!F7`Y`2x-+`aK*+)kC1HpJfmG!W>J2V6?TI^g z3B6bm{VlUYAw$_$u__F0(}@XB{UbYynqR%#mgQzGb!`jG zz1Ee#n>3$4cD;UD*jRDyf}aLdnr~`ZgKNl{t8hE6kw<W{YP)_Jgy?7NnX{A>;L()v)9GL)-j;>CzQ%RpxO8!v7?-$T{ zT({iuVG+t-_u2M<^)izGU0YUZCQ zy4g^KL6c4=qFebhe=ic9E74^`EfZo<$h@p}McU6_@?C4(Ro6e3#v}lsImKB8h%(ra z&lIgT^=6uNz zz(te^&mU549j1CNO9_>g6ww< z?nema>%@tIp!{pt?E4*k>-lBVN3kHEs7?J?2z@8e!ElyP$rx}cdL`l8YW3gYDSZaY z8n{wq;4X!)AuBKc8RhWu7`6Vbiwgw^V^(Dgp&d3}kod)gksxEtZ8IaB2egEF1f?Kx z`>V#C=NIcD()sG_tsTSbp?+-32wa3o@H2NN>9QqJU?icurC_l<1#F|AR2R0ERJhdL z#w@Z+0xUU=7MFdg5q89D4YNr^q#DnGwSUF#)% zGV=K|DHvmVP`w~Xdf^&+wE*fzgDT5&pl(Oih0tetJIuSmbx(T&`J&2*v@Q<+S*%r* z%W?PBT*0(e8!6GJPPA}!TUOy-mRq-&`NazRBF*4Bu4LJ_isEn3g}?^JgmA68_T7$q zd)IXG&_uSXeK46UmD;iFGyQ}=5oW5#@|FZ$mVFr<$+vlmRwYy<7iA_r#?%%g*eG-& zGU_>!G4nQyk!;A==Y&z0(nA;JDKfRqKR4YOd`=~mGt!M_1Yh}Qbo0ea#A^NJ$xmGz zi#!VXy6PR%a?O9!;x+5E)_WoXf4f{6QAQl++3wZnt-JLXOOyhg7OQ zpI&V!idi<#4oY|02}w{mUreL|J<$oE2MPlMv7e6G?ysm{Gt+#~{h4AQC1K2_H?Ozr zGo=d7THVo{fW3+dl(t|o8JWFF)cFQ94+jvB{dFa|^3ULc@6KD1I|j%P{q*vuHJZ9e z8z#y9$~l;yrmdlrxEZ|VF0QCRfl? z_}>*0V^pIB-)?F|?OP{kMK-`B97rG3-9YCLpj~M^(klbd7bBr+b)TysFDj(^ur9+& zqjpD|>DKO(x@HCt&dry})I}1-QdjKNcFctYRX){2Od-pX41u>S|F24q^B4HFHg|S{ zLAr{X<}TiN*all3PGabZN}nCyAYqguf*F^ao6Zot9UkrIrS*z1uVtxwIXLo~!C&(r z($S2h6n+{#l>(7*PZ!*(7VTh{TYPgCnh~;=_C@ z0WQeqtPBqr4W*AaaYz`%SzV2p<8P~}UGUlaV@per{&wx&{#yVR2A3Xj)qF0`Oz-&U z@?)#c#)c}XpD+KYule9x5MxCWRht5k-g^J^yKRmg`dVZoSEtwS z=`Vl>2Nl=wnZ0|yv*U&d016g`y05enu$bd+?8F;a*M~fv1h>bE^OT^9~zc%@qhE!wt1SO;uuIVsF3> zqT$ciDWI&b{@8XRmzcaz;K26uHj$gaGs3caEbx{=H}=giZIq3J0|#@Bo7;Mw5?iO@ zE^_4g97Z}m5_tLFm-MpRy5(4P@at1{_imcXWF*)REDX=~bXybu`}gm1EU0eIEl9aD z22gIeu5BLTwDa#ygQP5XlQ6woPMNdcr}{yQtR(<=KuUA)6^A^49GM0+p6a?Jqb~S0?ce5!Oig3eoIGJE<)H{f)2prw`o8p-^GMMjS*WT~WsYZlx> z!&O#F3La{v9gB=&QoTJkzV95VjHWvGS9=x@4(KmuZvAVz``Cdpvx1>pab=`fmJ67t z#6|>|T*KHgkjTrz2rY0%pp3(~TZxWc{wpc}coUj;;sHmbwsHw3q zFlgzHfkB^(Q0>-k6Bd<`+R$p5`vEZ(syKDhB90#%aaH*s=MeDtWAJC@JtK%Oc-QobK+grEvanDk47y_R=OVy5(Dvz5 zbnTvD(kSF);osh^`3U|`aSI602N9H7`eHE%D?mC9+G5@{O)g2lLn^T29RQ2wc|%(i zqyT`c<5vY%x+cD&qBU?Wz)ZEJM>+gm5Q zc$@o^=!e=|7S;!gHqQAr*ogTe=IEbOHWU)$G7Qe22m!-k)meyT^TfkyfnZ zRuA+|z#16q>hPFT9v5LWtA0pqq(OcYLJsA;=3F29_AIU{R@F-SzIXJEiT#XJZC%W) zxZFK1vh{EB?&Dm((zSaWRD_@xJtrsE=^Z8<6&bm?vwZL6>(_E7Ch2hQ#cCZ{#wF*R zDP=4B`nOUi>1Wr-;@*=a&ZSLUnEl1-dF!=RKv4Ym!$f6PvIw?2)SSMw86H8OD{hYL z4WY{$UDc5xwed}$OZPoR{w?BPxDXT;rj-64T@TFO?S%ZYO*=&LGRvtCf^}w+iXV;b1%9T@h5g^(v>J_FauKZKnY5 z3C$G1(BH~ais;_*_5B3n0cEa|wSE2^n?$Y&G&&v$eK?0!##JV!toCgfSwRGrZ=ju$ z{_}h?iQs^ArMgfu`}VhbRECdDnW*?95o5a5*d-xf7^7J|$uRQ;o5Sk5o#Z<5_!}1T zZZ&W!cKhyqHbpIazegq2dyQ;N4lue}Mpu{GZ%I8IwXlpeKaAODaYy}U5}wXEi#KoG zS~%QYeeA9V7Z{0$nR?gnFZ)Kv$ENn5Ex-KC@bn9CD6=Ac8!6yz%sg3cN#L*4Ba4AB&PH!&4t3&~o)wDFj*Aml9(dfOV;w;;(I5%lBM6 zvcJCXR7!tNQbV|qfX*;eX_BGJ;5iT#2tF>hfuW%+tgU<=O6K#xDu6QxJs_Gq);@YC z^&eJ>oV*3MK1?8ifl)F+i|%Wa)Xeetq>Oc^#6j0V(;ZA^Z3$vTGgS_f1*ZCwH;n8e8yDD{E>Z=s;`Wh^=EjaEqF+ z<*0)3RRZ!!KzLuep9ZB8D?2+ntm;3{Ihf6-W0fzsBNTK#o(bU4ozKkPoP0Wg62gb2 z(oy@QGqOp_1JLj8OOGUs)}~~3GJgK7T0|Swy#numD*8b+hPvF*DJel9V?bD0Q6uF6 zxUJuS0tif8kU>!m;CNV>fl2-%$c-<6whBJOJ;3xJplRo@YVLQB!jo;db3OUSfEO$?x56o5H^%T@5gH89&4biRS|%(nZemib74 z6p4?`KnaDpKgcT#wC~BELaG69<^=n-9mKt0pfC=D8<*I-(T){s`c#ncht#c*^%Bia zFplK@zFT`+HnAIeXyl9tBY*3A;B4U!1!HUe;IKfIpP`|6;JiSCMF~SKKmld6`W5V5 zxhyi}<>d`-Mav3>U;=6vP!BQ#6WD{bNl2>=C5C+=P*YpGsxb*>Li96(Q?w0Eb2z@G zU}--XguT-ajsG`!dFNne9y;`qUkfoNg5w7~oUjIlVe*eJc#BIB>HpIKQuQt(HZTwi zwY~cO{lM{9v`oiNgrfAKC0j6=R8!`Cd_nGn&8dt?+VQW%Co9x-83+{YwtgSQU|(3vjad#l_#fopct_0T#RwD)Kx zM5f=~MH*hiVDKL)$L19jEWkQP9dpe_dM$@5B?3Z1sM5@yVG6Q9($drCkooy%kQ*Hl zv;?=bU*x3e8(!!8u6Q`28J#cJ<~FBkG;^K?a|Rgj^uR(J&QqfW?`sH%j)u+8X9o`l$E)QO5bJ>_fWdL*9WO&5Aqk1&T^=+K1PXirjiWyo!TyO3 z3<@nO;zA&OBLLDS=J(db3v1v0kCD3L-| z2LtF+(UC|A^MGES!TqqKW@5rHIXQVf_5?iY?xxLN+rKR!W8wN5^t;<(5c%Od1g46k z=Jl=h=8X=JFoVe#Ie<}9_R-Y)1c4#^BvA-YX^+30d8Wqr4kLKoYgz7fl9g(1M2JifCp|)7)m!ZKO5WHd^Wu=d+ zm(T>ZM7Nbu0?=T~Kvcut8Zs3I?IN|Y7b4 z^Ow=lp@Ob{6p$fh>@U?jQyJNNMzlZ~stHpz0 zp;)-XY!#?E%szQpy@xgm_|Ptb$wwCbX#alEf^Q%BkhTpoZ|6_;XL?~!j~(1KFnLt! zcvB7y5@BJ%0VW2WMT%*I7>TB)CSw2Ey-T1tzVhnTD|`Y1^liZ{7zVn3v|ru6SPr`y zJWyRQq0ye9q_FTd{14zTwZ5{yx7P!*WFzYBsFh}q3p6}!u#4j3k$5IaQC3#m?(S}M z*lTX=2_%uA&2iYBU{4@Hvjb4c`4uymkeM?f&Bm7ZVav4HgP4zx52kD-N{Kuip!=^N zRORzUm>n!6B=lfVMN3QR$&C!MA3w79<~%CZc>f%ZA+!-g5do(i z!f4(X$MjOfA$8y;d@1b^BE1RMLzTGihh(5|M{f@Jf+3LTiiCk-D~$7%67xG0Li>K_ zl)#VpXY2cuK#*?)C$?yp{?`@|a{oLrh!Am;@&0I?Fb8W`CozkaNp-5sRIT>jHfr6f ze*V}Qm@!iWQU*YzGTxpz60T8##tE&?MMI8#& z4tAlYu{6Xn;8}SJ%Gj%e5WURa^3fxFV3n5LKMV|%>Q+|$z6px~oQs9k3;@G)bak1) z^a<8jjTn`9gUdxm@BJmg>H%6>i2pFK8Objziv|<^EL5(a91&>=33|91gP|Ix3vGvw zW0(FV^;{0I3((~7`e+Ibj9h|EDh+u#Rxkh!V^VGgFTOOMZfwGP2(`i?y%qe^ou7`}>+frs4#oq9p1X^B^^FyNJyGPb$-7DUfu z;+1j1LL%(2b68R=;&fb8zH#?~Q%Qj^p}IDLryDbUge6&*uS7YwFgaKWdZFazR~ zD$0$n`;`wQBM9_@lT$IMbWWf2#@9>st_(Cx*K0;`!%d{~wF z&e;Fe(c4E0eCP+8bEWUUCy@F=3?cPF;HybLXL9K+h|(2Tb%bg+FJPchL2>c*ShRYB zT61L8($Ud$(H&=K=_W`w1w=#~wRw!qd2ev>@B}9%A-Xw>P>9=xPSgL7*x(@Qf+ChV zY>Y9CMZ@` zR@~q1C+_d`gKmZC#tlk%tGnyN$A6Dh0B*z7vObAD@FuDiWKVwmdK)ep078%i(G8M^ zYm)rX;scMJ<*rZR#^lAzmr*l6>WHnipAY~8vf<(}m}_d+p8{~kmT}kqytktU$N-H7 zx_A+}IKuS;6@&off=HCS#Zu!&3TkTVJNo)58CD?WI+2EH!@Usa#P($mK*R8R1Su>k z626(y(~`ylmvLX|u07wle=08z4_KF56+buo?DGN6{<=cbwtX(=KU##ePv>$#Erm|V zhEWP&E4;hmPmP6z1(!6!!0iWyfR>*rf1g%8HQE`jS{z${C*eg3ij%pMyCyfEhm)Ot z86E8c?R%t_)IVH!QmAnqjIEnsD;v9iJ68(&*bwI=>*gke8dM7k&Jz9VUQh$hMp)XDWTDFa3w(8 zguCYDvC+|Bh!GsH5>ApZ^ZgESOQ1cGKRZ2{TVIcX6soIiZ0Epg?l`_b`tq=x;f`dV zphX96xIFW6YAjuMK%%DTE90F!yI!;WC;u(UKIhCB-ibT)rqHCiex$yVhF4Ym7{pG!WHfl2_2 zi;-f3R&Qa*oB(0&@SiU0kBM9dfCW%fI^c{2)G2wxMzh-LKAeW|Q*-xWUtW0QZFU3P zHsG5^4~e|Iv80fTp)$(K_-OLgz-v)bC?O%4Ev%rxrlddx!bTXhG9=pJR6s?E0GS{; zx{oLgon7CKfUl!C1{$BW+kgK)gC-$>(pCDquc3nmH@1Lz8wLtgG)aAzCd@Vx0K@{A z=;Nj<8c%8YjN2e~u z;r6vEdAl@T{LL3>L0iAXcq&s&6lz1j4(xzJSL%+wwciC5+1%522{BI*TmSZJ9q&~9 zcw9uwFkq=OxHU|WaA?qeM=5=^Qu(rusc8&U^0qR-@QksV@%~7u5QL%JfR4H#&%jQX zkwMB=42Z!Xa2NLHIlZ%ATGT*|$t>oznj=hEJDSdI`@{t5qsmj_me3!m8e1UPb~5{H00 z8eSfm5}soA-S%cwU$J8Q@%?*Gcw{NG5YQ+YaL|?3bN@HM0r|fY92iTuA4p0_pk)vm zCIZGWAPGX1S)T#bjrvR=Qf9fuT!iaMJ10}*EVaQt{~VOHR>dX4b(*VXv*Gwmk$>AO zhMnIo1q@FWBcwxNH-qDn;dpwX)(laqfKt%BHK<;Tm?g9-Pv0YG)sNyX01KscMiAQs zc^wePpzs>*M93i1{rc>#>{nJAQDko$M8*0DuZI%i!*Wwz0e{X=L-su8wdRj75U(#4 zPBiV(KzIQjYz(0~?~-x{`fy(^4Lb(Fo&Y43Hzs%AFCv;J z>zA5dug>jgYtgVU2XAU@jy=FN)95jFZy`9H$3=-GFZydp7*a6+Sjvx^pc~T$@5xVf5 z1wxU`3^wEf&GZg9zc)AMtWs8fcYz`K!5n$h4-@aW1>F0r|**N-##uQ$fm} zC)`qf+MSx)Kej!j;j!D%u}+z+TCh;46#iBD(^TZID~zo{gWDiMy=sKRUgZZULm(xL zR7_l4l@aCbp_ex8xj>8xl>woGbg>^lbpimbUR*-_%-3J3_GS%#R~MnYq`Oj;fSPHm5v*&p?315UJzw-Mc z#CxKWto>@DCHI4;5S<=ux-j zFLlMI!S%>@`m)@fRHl&%0TB@q>lC~=#Ai{3LEt7(eb>HiEG>ltK_RHi%T#?Bn?*)s z!cwF9KlOOR>o*+LgKxeu5>+*EZ2#|nEokGYo@@)DL5>lhr&nfllJ-fDU0th1ek@IE zH{H2oxR*zmm`4;<3KQoV1hBJXF7Wj&JZ~5XFZ^}ajP$zneMP*yg$_(4XQa3QXHAIA zN9~{Iq&TgU%G@-*h-f5ypJBZJNO>}!%^`Ku>%FNL+s(!AuJ57ADhj{Gy`q?NYvH7f ziyu1PL8xTN1R9+r*!QEKUNaLbqJ3~3t7Kc#du{gs+ZE!c?FbUY?czD{1w^-Ox*Pu* zx<%oq*=jOqB)UI-(Y>59n)Yj-c*joGhL$0_L#sm5O+r8XdTEAm*Xm+pvT@>E$cJT5 z&j(K*iyv@bpO*DPpI?ErZ?-i5Z<^S)nN1`aOrCOc$_(y!1!p!$WQE+4 z^OL)wi|l(Hu9Ov~UsBHcsY^ddhnPs41v`4D3&yP zen*Wt`*xS#N?~Wjb$|8AC_hTXhS}`H3i+>9vSZnYs<@G^>{kE$aIzAg{yB@FhtS^a zWar!%L)JxQljaB_J&&b-xP$w-iqmPspC_0OsPD3y!;?~9O9}XrCyWVrdx?e6pR0T7 z?6mR6VE?Dy2>8_W&$4K|UVNc88?HyLVkyHD_I;zD=5DoBZXzTV)5VVD$=k+L(mglkY!Yho$tN$ELngsF3ku@+x_4unI$Mc#z6k*i2gjKb;0mg5V?# z^67~+9 zRfXMCH9K6rL3-RM*16<~r!`am4su$mR9*z1)i2=kP{dJ@2QQf?Rme42bOjf0eL9Z! z^f~%$(0t@p65}A?ni~_&Ipmz#U2EV9`KTcJz7 zr~ekEp4VA~S+I#95b+O{>i!;(f7xzgu@Gvh2X!;Z` z9`YU178A2)b}65(J-*L7J>y5Xx|bd@{27 z86EC?6PH74c>J=3iOq~cDN*BpS)v?qFliN~a^q*d6N2sWGb0nPH-DTZ%_f{I#+|7Z z<@hQ;p>27hZm>AN%c;Q#Qv|={EwCd-nt5Vfv2~1UK7M#;ZEAW2 z&=(R4s007mtjFO35WMlJsf4wL(NI{hNK3!hSe$&1Nb}HK0D|(jc0DAde)rq|;jl6> z;po3?)Uy49fXHiYCa$F=S?bHXy2jK|ueu7|31?!>v(Hq25L@HdgT1<{IQkKT0UGE1 zyE_^G^uE!rUnoMZJYjWX@ll-XJnz(waKw^W$xf)qhZSxf|8%4G`z6xiZl91W=y8HZoJ$mF1opbK<8rSQ3UDtD9 zlBR&u`Uy2vhmX1X%Ki&nP-Q_7Fr_AhgfzS_g+u$4wl*d5^yNziAS1QFjmPH8oG%U( z9u9%b+QzRUa#HgcEy`c9=C~zV5gW4g+{|rk<0z5)ntM!m@vWS~Vv7HI&7Xe5OJH$f z<^6#1nnZ$D+D94w4M(wO*7yhU*|`s$&-rxMD{#N9)t%gM4Q-B)3_qQIbfCDY3dHYu zR?~Am;MvmTubCySVWs`>0~%40{K2#cR`T5;+x=}RL_y%xv6B^n_Wpm5)pbKc)R#c9 zK<)3&DkeC2dY9Ag=B*KrI!2d@+Rqw1N8)gq#hbS7wVJ>j_blHU}5M9_MOEe+j1=M(cj zs;xTaJc-BX-S#H^lbs)eyvk>9d7lo@B0hNLWJqh4Qyz8Ttgy79d)<(LpkeGg)Sf*_ zLr6%|d-2LeOeq<<7^Im!N}+we-h5dN(2UKjZjsb74A1-smb#;fnY0*=Oy<(_|uG~s+vM;OS z^0%Uq26hg=u;3(aG|#}*D;vM;bK-(cNzl2@E3;pvc*7HG?M=*-X+#6At;*ZX@7zxI zFTI`431gXzvMM^ga`irOlm2ZfX;;>`tu9LyVD~2i5*R^2r*m~ z(a+~3+~8&oT_d09U7O{;Yr5AyEPKZj=Klm}r6+$WPPtd#quEpEoT6OeC})=S_sgM6 z3909gu}aS~D4(?mFS}Bqe9j`=!FtlavYx}kM+q4e(G=ET<6e0-JEj0XF3s{2BeEHV zYp1@Vcc1GxoVOC`=Ad)xa`D)#bl@j4H6}M#)+p>OsDc{p&;3CA03(n5@mP&^YMCD3@yh^rs zZA@26a&mRdxG6cv*U0w2R+cD(wZU9z+@GyH^aI3fnVBmSaqM*^buzy)p1p~&J38-G zSx*Dc<6gy+AyLv+GVLd;Smx~;WfjMN{LL&2pIbvb9U=Ip_~cs>ua@AEY{Qcqv-ZC6 zO#arMa@Hn=N|Ud9!hZ1x8?3E~mmJToZ;z78+YU}9$L1e@+;9I7{zJC;@}|OIY{3*N z2O-4yoKU%e3M^l$f+^Zc^#D@AOTR(6ehUxR5;mfrq)Jn{fKV+HMFI&N5TGf*HB#l- zkr^;PCk_JCs!P@1nGO>Or24XHKP0SLHr8^B3~T6wr%_9XW`>`2ui7&|5q)hP_kGgl zgA+sdaW?to<2_2Xo^uBrBE(UF($ma|Lbo5Va^EQ@=-c>4-S0dU6k(Gr*yEp>d4z%S zYVr`*vlH?sEuFAj!q<%eyhH)_qS$tD;Co_E7;7d4XCZ^K zooV#`6qeeOofg zutI~w=?2yq^9z)6+MTtH8rEKvC|Ms??dt9uN;h$JGq?17opOP^P=ur(V=W{b<@=Y3 zKd360lFOfx6Q9mrE7hiXE*@?mh?{?@)IZp>ZX;+lQiG}x=879^eAO(X-0%xGrFJxLOz1z60Wi2{vOxVd1Tmp|53QtrD+ddob{afk7@NEs-pUdCYR-{ z(SsGR*DMct6%>v?tmbyRXRU5f$mlG4WBo21%MX}~wH&Hx=q6lXK>8GHE=!TKwbBT0 zJoo1A3U*Q5p_X9w=i9HQFlb--^u;*Usc>pP#;YXm5BaXLZ|&DF?b?m&a;E6pqjS9ONcohRsQ<(UWplfir66H0A1dAT^nu;#sD%vY6_YO`U5jg$ zBUVZ82)&tc?7W@NwXfE3QjavO)!48JG*udlg~!lInC4BwF$8zpT#h}Vke!u|6)2Mh znBbL|_K06JD)}m;>rZUGnDw92JSx>CT2S`K+rsj!r*^?Ot~Tg-Ex+Y&LWeWzbj?q_ zSibOtd|;(#mH?7q#Xi|$9>r)XtY{cpZ9*oxa=K1(aK5-}C0MyyBwXt)f#+@s{}Q0e z6s>c+-_2+$23!9#gm|fZPg!g7AvgE#nWFfyiYoOge%DeySO06C%XM##y>Tq9zM0^d zz;h&RPlx%N9u@Ik7E&W#HfCXcP^+d}Max&8>q_j1l6QSWPygU1m#J8|cv&cg6esmN zsyBlh10BXyu3ZZq_iiJf6*@Yv49c0lYM=0ZNmMs=no!cuY`Oq2YYV8umeoubSi`3%W;1KG7QXrF!{=t|u?VvanYWlILRMaz8xDNKrHxb%`ZzSFycJ6jlUmw{;@N zp%(3kSdyFDPN z|4N$b3Qb?%gy)q!0a`BunoQPHN_0~d`p;Lr!$uV;CF#9Hin7(c*}o9 zt*#Y8939LH6C+bm#N`f-TVD5*{;?uJqpNzxp}Nxe>J3l#WuxzxDX(0GZlM_7w6#76 zUBytC+zc)87wD?&_y??(d2aAzNJ6Gl{os`w&&mrQ~OTO z?a9sFIOVP{*K><|oC!fh7WT?>>!V|-LtLg8T^mYXDk#?EqGw6;+%Q5>OcsKY=Oe_o zzcaIEho?j_m8Sex^z__HlakQ94Hc>tW+we-%%7PfnkuR7@wZ1jqBq1=74+@D5E?4U(u3oo(r0!p)b6e-NM&GBXQr04$EjK(**`uE&K1b&n*d#WhCMP(yd1H6S2)ZaFEZ{#3;kBhj37#n|n-b>$=-pH|08b;Xe<*2mWU z2W7lV#xuyHhcAbWn`er=u^89RY*SH;CK|i=GIf*={hprVY>0E@N%YIDKBw7hfl}?z zB-I`=Co3NQakzgR(x!OJMz#Apb_NuP%$fJiVIC8U!Nw5mvc$$?l$ua=CM2!;*kO2T zd3u(s+X`ZpuKH@W^0_MXrY9j)q9xL^SW(wfNw8cyJ-o2N66;}mJ2_)d50B4$C@`FN z>erX~xIX2HB)86I3K#G>_*Zkdxi7ivk85RP12_WbW70^bdC!yI^PaZdF2dz-Z#LPy z$%DI26I#m3@D8|Y7TNl9cvgPlPXX0`J?AY)j+I;sO^h-`v`O@LT&A#G z=7p(1dHWvVT3RA2grQnzc3O*0l|%wyZQO;D=pJa<-~LE*vo~L-k*9!c z7#$o~h<9pESUsog(@4L4#?t=loKIe>uTAhV4&z#Gbq8$}cT7x+`PE$MgsglT-~Kof zDV_KI)uW3Wl?};|Zdm??DyGmcVXQ{c_-A`uV`IxIfI+XBQ->3$A#f;KM;jsrrzF{{ z@ih}9sTm$igg2}$BY%H>0cxT}>SxmM`oA$|b@JtBvp~9BCnhd9Wa>?ayhF)y69rh$g z?3K7(mpokM%PHwf)VH~Q`cGYs#XIJM4r9qUvDVs*(3@%hJ1|jK=ED$C^B*5oWCamT z({yjNHLYz z;Y{&<)rx*`JRVZ{1Fwrof$kr#HpMfUdan`wO`s|^f!oHZRm1ILfoUNXZHa`lyd@fn zHfZKneo4R$#!R#1iPD8~j^5obzZ?Iok{IgO7QGqt=ymZASSPd$bcOOPyga$F_oBDK z-YeVC+55(=j1pAaC7DCCwrHsET!q7(Gt6PL_Uw~y74#T}1cU|I&Th3UsTvHW8Awk) zFW~0SipTuk#7$%ig#Rnk(SFp(&xsZ>RHpEgz4R@Y`$N4o_pBlgqeLGG%lmR2r1tht zyd{~G-0UxJoAr=M*lVM#fU3;sVzj5vmPu?CwdIrk{BXX>X7K{$kDkK>KV9Ef^v9n` z;{UTV8r4>)C&Xee$yYyKP^YD!@LKF3Osj&!TT;~iisBtE7AEA#G>6kh}L2(H6ewOTiwaL*m@6)C->%U+B61`#k zZSjgx8mXdee%=K+S>-Wyla~&A1QtJu>6=S8 z=DJJ$u4ZnATz0#aSJvd2X{plK!)xs{_~@%rJ4YIB^+w0=J3iwkkza^XLS9^J?;$_= z(3yPUl~n@YBH>T>J?M#BO#x?f=a%?=K)Bqs>ACQpwD%_{C$7Dh*H0vLJU@qe%PCGc zso}Q-O1dL@`k??+CoyR}fKLHh)Em0lc9A+t58yW^nW?(7G`|i#GYP{1jXe}R#Dzh? z6a?$IWbF~COnf8150$ zR{WfO_kn>8=26fOGNN{o+7yK#qYYg%6LB^Sc;&S)e0*p5@16`;WQ6eXQ0FU+2kt|+ zN4{dfmK{(63|#%7v@&SzIRO_tcsn)$7ikxlKEPcZvuhl6-%a;yyoWUmH-AmT=imWQ zfpy>j*T57<+OFObO^8ft{Hce=y#@-C0JN9^#`)}kaL!2)T1vn-!~p7T->bNfqJTSw z;#uHQ%?|`wTU!H(khVjf^|y5SgIZH3E-J;5Sb_kALys`CuuOc{6Ym53!T}7R2FSIW zeDu_>0GEIv*Q&|IbyzVIidK`$=-;}Mx7mmyH1AQsr|!dmil9y~@m5@1ym_iKDTJ4M zj1~wN5l{ld#w$)P#UKKDZI=N7tr63$N_l-lT}UQLgbst}ft>=T+G`hiioy+Q#Q-r7 zpx?hg1U|bOV6P4Xh3BxV;l;oS>VFy->T7IJlDhig@ih6TIHHbjj9!Q5*9L6|f%`(; zS5IJ|xlvG|Ze)t}K!6rZiGWfPE~TTreG+7e8fiO=U|xg1-8=H+p9}nfB9(2Q7t z8Ivu6H3aI+BSRDYjM~gpc|Q_GYLYjFp++qg2!P^JFh-f0o)$cQynkrI1X1<+hJaeG zEI=xBA3@y-Dzpz}?Bcezf??mjrImPq)sTgS-xeGLx%YHM_g|)Xw%NTu9hwdkEfLi} zp4>nXz;K{#KzYaNiDG`FC6FjW&g(7!ew%L^5FFAu0eewHu!^-3MbuVW4`NOfKfy^! zP(fi}NYFIwkgESNOz1T`Td2bwLnngi2k>3e`VuSwG+*QP=@+2kgjG~N>#~?WEg}*l z3}<%o^2G0tehkCm!PXEy?iC86I=YYgom(*wGcack6K42$3xr)-z+~u^#~AMBN*gEO zH@&;tm;irG$XW6BWs3rco=x#*l1l}6=S)>(O!@VytulaHKwL%!@6Hgq%Lzg?k$}O# z+?ZeH z^b)Llm_036beKaK*l%Fl1Yo&Y2XfY#Jg%K2-FY!%Spw(~ATP}g+t1!j$;|v9#h5>K zb8Wyf5E>LK?`4`Wb4YBNLN9g!i!SFZEx-4odnd3x2L3eq;JNW_{Kj&d-QF)w@K3Uf z)TOY8x*O)ycX|_0b_wa}`}Grlb{#GG215^^OlpsYHMqEy3JEkSUoivYM))(;5onY& z^4m0N{5KnlfdRFcp{u@7IqoQ@RWtx=Np1J{Cyx=#Pvy1%wkj973oU7HhXKCOE^jo$g8tw?t8dr678I=59bccSru{U(Sw{Rjt*-S?^{1EuG8vuFGb#@lV zY(qeISx7>nvtSSE(fLFoHG%>jr*09H0uV&jXX@QL<2sEm_~e14KL#HM=RBv#OeJs; z1Kj}x5l`u2QuTBl4fq-YFV=y50Q|`XvR72p&D&V3iOQ4>)09S*k`!;W3_@(<)wsz8 z741$%!+FYoPAci?(SVtTru-(3x5}c}<{mhO*%)SNjDh_D%O*n-bi63N6u8TdIK{HF zv7OB6$F^=*o5LG)Z}o6qa87>|e3^Y=mmMP^JHXNWzyDuwUCFEp#6!Uq2V-@3jKDeD zVlVp*>joJb#^l@tw;6y%N@FHCJUsM7i)esz3LiQ0-`X0wW*ow+?1jKU12EdC9gF2K z1NDC+0*Hbo{}yf?yvcC@tM1THxw3KaF)U0L}1wY3vY$oCxE*w;;Lmb23`S0bY)&r{PVh z5UfmziM=1t+`;^a;0YMYO9jjCF00=RNy7FTb0w7hp!m1uf zh^fpahH%Fc4AW3q3M|x0RgK;T`sxB`c$fL*)%KaPfy7)a zfKD)sJ}i1XROmClFacZ&tQ?!6E)QCD(E#(s%@^~r!zd1Y2WLto49>4wqKu>@m@Y|| zbU4d9!1*OEE!_^kd^SW*NKK7IRhR1zehuB0!a}3w?%Wx`6}Eze8io+Yl)xc0V&JR> z4ow!*lL@fs+@LEZf_!`^WzBoVb?{{Zq6dKK6ezBT!eMXVQejnCQW8-923mK_y zkhgbfuDPUWg_YFw^t4JBd44_@XdTL1+rVMB?KuH*=cyadiQe)*wwKYSR74M=g2(IF zT_=o+l?p&boIaaQ0Zfa>00UrUDbt%@^|VQlc({$O3x{C=y5*DC}`D&~zyHCW>5wFm2p1Vw8ny z@L3TD3yuLY6Ts#m;~Fi~=v9~wXA@G*mr$Dec?4+&tV}%Q789SHvf7qIH&pZ1G49Iu zc+EI?ithlHby=yfJ7Wi4VlW}V9Z1e`!_GJPYpgD=u6)ZWyK00S7Wj_-!A&F=g}tqz zCT%g-?UI?nR__KB=-E_YAPNqKbtH_UbG3{c+R9!92X$Cb$T%@_itc9sC}SRxfGEe} zkyo%CD=RCn=4yStT1nd(JewXQ87v9mb!}!KF@>c!V3@Y=m6%`b$Z(!3?C$~ZMN3fD z|Fs|c>`AZ`YlQ>^3kCIC=zLLJZF_CNavU6UlK|0#jOgjvF+ep6CUtuCs&6QFfifBs zVpM$7IqL~Hv<*+XHa%$s&2FzxMoKlwBk!dz*3XKU9cd02^GiLw4Rj>2yc5CM3f?yH zz#sVrj0xC6guPqD(xEVL)KWl;Q1FXm>{nO zgSuhp5JLuPVr%>Fn*)={ubf-nnOUBP5pYr~d78Tgo#Z(Y{g$#`jc712sq56i0oT^H z3q!cV$vp{E)DCbb1OWv<9YD(i#x=aP6|Xx2>fieiI2i}8qIQ;`yAfTo8@%Phd-gJL ze2{PD;@!}5L=dii#j)nqs z>{ldS=q>EU*3Ctj1`4sd3vwZMFNvd7v4L2a~1V!DvxR#O7V34EyXxW6!td;&Hg* zA!`MB@ig-tj_r-#X)jp6k>@^*6dx&Ym1vI(X2j!f0VsrpMTJ|%M+DBv7)U;K&787) zuBE1=M8MJkhEsVbn(G0qF(m9OsKBwL_Z~ zju@;-o>vK+H|5YB<%_{{qN(RNtly`HC>#L*0)+Gq49yMsPwEyZ8&{0fG_*Y-t<8Pv zcwYSaH7mpk;4QfLn8QfbM?W2pZ4kJ;Hh*0Kb;34p+bm3g3_-Hcy_(39;%nmzMJnsmP8z$v z&!*NwPLE>+xAGz4Bf}T|u^-N^bDfh+Ic*EdZ6Jj|8ut-}i~F`cmKYf?=#K%L5;D4} z*PJ}|Muu=@13O%b^Lb7eRo#0Ul{?__mHC2g1^~pws&N-Zn(e|zkSVu-!~;dOaRXHt z+;XU3;2;ac{Ecm2NDq=o0Ibu%?2NyBe827jgeAZkJcY%Oo=!e5PmM6pp!*<|KM>tE z>0=0-A~t$zKqc~h!iVUT41EVTPb4f}W9!{q$QF>lR$BJUAYmgRGyok6fjWqg&=FAO z0o-}`#gfQQN1sQ*bck)OuNEj1ffB+09x3lhFufI#17mUl1IlZ;VFQ!hQ>@y zFy(m=qT$QldSl-V$Vu7IoxsuSz3Q`{%Z^~n4diVo!afxyg4r&{PKC=QcH6|vHV&x& zejq%ts0aA*yJ(w(7LZ9X3p@bGUxsrVEbuyjMYP0K3R&oxmA+F4`~q*{@k&A%`erKI zJ8{M%m&vQKr^hxu-J_Nc))erZcnnUT#%?^bYr&XRgj5`fqDS~ToXuXU1HJs1@$=8G ze|Nw3Im`cn{?;qFcg_0Z3^Q@;;MD5|&?Z9kk5zw|p7qa8E0Av=#8TGKP>sgzCDj=2 z6Es--0D1%h=C~i{KnH2?8=Pdi&?N)5Pb9#&4}j-m?b3Ox_Zn+HV6Jh#!iAlIW}pAU zFa=yiVY6ea;3Q}l;7xsBUNnIE&*=xnPLHJEC_{fehFm8%H}`3AF%wYwn05M(cw<`* z+H!CHm(Y{VH{kV?_XAj-BM8M!eY}=A#%qI*J|6VTF{|}Q54f*kDZl;VmkPkO$CbPl z6q+}&*-eB3R(Pgb5Gw%Gp(u1cd2TIOZGHH%xRg{I8~`B?`xGot6O(Ux53o!a5U(A2 zwocp;Hz2<>wFYu5;a1cvp%n{j`Qh$h+>H?q06L!lR3q4wyf|N40Ayq49>&ITC8wwm zHcrl*>T0fk=o9ez#u${aK*4li)!Wwsw(TjXa+SOl5c(y7O(mYs4YDCHl9z0O!w>Va z(@VSqh;O*l9)fd+7fd!nc7*$5NS3Y0!k@e(j~YFNogdd1*AccS|HsZ5+WfbT}pSOv`9&JBi;4g z`}aKOJ?A;s`+oc44=(m*?X~WhbIdWvxNic`#skn|N+6~%3o8rVW*ckkw>fv&VUSxD0__XFl zj@Ravwk8^l$k$+zMEvve_$jvz``51;5Zh+RKd&S5aACTCUSeIDQOG|*A#%~>dG!DM zZP@hx{ki|=$1*7c0s>kF2l2JEw92ZhyMM&eJMK*KWtghc6A}`lh9cg7;$n-sx%gN^c^%eBn!Q|JDvi z>#ArN7)vAh>frgFzI;i6dgo4TdOD}e6Kk~0tgLd!B^j5EVd?e9W?yK;AddiX?~9g> z4m8ixztUb_qFTkefnSwAV^K%qjF1_5`Pny}-`yH3ZjWcx-djmDGU*H>IlI^@4UCex zOD7>gYf%5Tv(9y^VCEM2=JDpJPPH91_?CtB^^jJ740-_p?e6D%Dw!HA@lwGLhB5GI zM130@#iD4$!fviFv8kb8934YLnmV`LsIoFHubcC=z5V^x$x55RDCxTv11Um+j*Dnf z)FMnS#MTUkUi;F5f`aq)yG`o0RAL@a*x1<0T(`7P;$k0u0Ao|@{75G1KIWH(!~rlg zyp{tU+kd{Jz&blS9UL55kWXXv`zt0zb?bz>tcJp$KYw5_NKa4CFD@nn8xOB*Z=rp^ z4V&{Gn5+p}=*o{q%;QyG5;vGt*=oC)GOOQA8K$u)TT|7Xcr>CR0Rd>RmOyMWhpRJ3 z94dard9x961|}vtc6MApKfeN7o=-S;?&7rkjC+Kx_?4nd3Ija7d=BAvi+-uOChvuv z9d?)dJg=asYWwb5=QRRqYIYZ59tZG6Z5PK|+%{uueV+yJEeBFsBPe(u#Qoe`{cMj# z9gQ;t9w|08H4=|n_$e4ujzrUq;T-qt<8d$}kxzAXDPb+Gt&+C&{{DCD=9<_M43Q?P zvKrXCO_v-Th7BQ0-OvQ;zlR_Jp79RMkQ^EriHbP9>nC3J0sY4Gc07lOlmI4Id$4C}O8vEx+iS z5-r$H9zmzGp7_w!J_a2<{lelR9r97Rxw++3RDw%OORYcabI6*RF^m=KLBWfQCUQAy zC`2C~IyyPMPfSdltOE1BIBo=yJcd)$MT=kDb6)Lht#Mp}!BR!sx^||j;e>>3nNbx3 zzkb1=zKc$ci;J`N^ziVApB3@$@B~}niw4X7-}>Ff>N%hGjAy}MTRn7P;BoN3iz}tC zf8WH^RFhWB)xM3?wB{A|gg^k3P!h z=nwn4w6(Y2iHbr7jTg48%*?I7vSfeNyV;|}S=~i`C&B&u5n$24n{RJKii(OfOv`QG zym@73$KfE%g8;EX^Y5REiVDQxYX3XVM^@7qv|hfmjh?2^pKs>wJC)-Ot9=x2rfc9- z0(Qh;)91nIWnO`ab#Qim1_s>W=IULMVI!q|<8i{!uOCmBS5_9fBB=_xLqkJDA|nHf zi`l2Ar@5S071{KvaMIG!_KuD^zM1#FGB)-Tn00^FGLqcNh#O-4;`iAm2tTHa9ier& z&mt3=n<0tBCl89xw@RD2-2Uq8H~Uc2(9k6D*^qu!PGv!crrO$Cow8RbZ~sn*9v!&| ziij*7j~jL8ru$&2tE*=$#i9s0E#E^$MJ;%f&Si{R_2v&M2u_{hWTx#wxb8>m@HEfA zLIFWRlpR#L{~cX-^ZzU2{{MvL|7Xbk?+Bhp8WtX2{`wakF&P9=~ul>`nzmOZjy@scK9@+EPC%C-|?pJhXpBTym-LK zhz=G62=8OUD}2xuj_FRcjDrTvaCR*T?t4WiKMyIV%~SJR#1=$cX7( zk&=B#XH5X^l;pDX;r5Sy>r=>66b{?-ve9c8sbn~Pe zwjj%|3WkPg6L?IIUi#dF?Trf3Hf;YUtfpOE8c(Vx-(CqB;NZ_o+ErlV#UX;j#lq9m zX|vUs-~0Q+@86%EKM}mlN#F}|bY>^A$Gc$`BdlgC(+}iIn&*R>z#5} zYd3exN83>fQ1Q3MxbJ*7?$w+e)BRFbpHNc`-n=sIIb{zGVFAzjF+RS$T@pi4QSm{% zeBn%P@uaVGY6225cvsx~Q1U9@wf3LXxskVw*xJxCzdXLIC2wH*CTTm~rSjV&BR7~` z?HkswzBc03ucNo`8R>Xj7#SJml$4|;CH;m}DbYhA1S%OB*%Pbb>>hDaSC24hYWPOn zB9D-kEW@kzUwV{QgRQzj>AA;2dd}FemeGp)I0l}I^tR)ppWgYuGPgh_%FkAAe-;{Y z^hqkC<#=oSVZ8jWOlj<-Prrnv!D*xR3qPS(X*5vhT zImokNbL;(D0`-XerR#COgctY7lv|p%Kv0fvB(^#UdpomFl)4#=^#q{rC|L zA0I#I)2IBM-&(dURCpmF_h4n*-!4L5JTdOPvC%2NO&*&pEp)5u{E}PGKEPm}nIDLG z;aSzPIbQb-BRT{pAr^iM{U&+nA@y&nKA0b@W z3k{ZT|7jDyIPhWHH-EmND}ClC5e|BwGh+4p_3OtC4Gr^aYmZ!r=`wSzdF`Wz;0S1K zrA0t(tJ^j( zfX8dm_w@Pm=l+vNhllO$6c44a0flNw?HdYKjWfd zE-~2AYMDLp#VW;``8s9$v%rq0tS@?bjEN_d3apzSvGdRWU!!K$dAA z&QU;4F2JklJ{OobH#c0oyzN!CQzJn}c3>dG$vC?J*m)2u2Y$)`Mi92VhmS7{03-NJ zkljq(LLix8OMzw~5+;Fo_WF#qMB-#blgG3Rr{Q=^@9gGsceJXzv-2Mep{R%hdo}b$ z(tRK5B%|6%GN9wZaijV6IKS{x2%0k*-|cOO!36ZM8%DdS{Zj8QOly4KB_M)Z`K#q4 zjPv!^*7yWs$E+-V0N`Zu`>T@9cMIH$lb!I95e@yui_>hw@0NpI$a{HrXz|00Cm=Yu z@FbF2gfx-EpsmUK(qX;@1@p_(ZimEl9?>O92Q(@^7fq zID?)%K;#p;&XJ`k=`{sDh7HAA<=yths1QVPnFd~|%IVfs!@fdLOIyX;6-X99grNYZrJo)z%6nKe0kJH8m9!E+|#F*r}e& zEGsM15*i*Jo}ZupQdRu&y9E~?pR}&7Zt>(0dLxAo1qDSYz!5C~rV)ms)xX^-a8lIK zNwSWWFfy96)S9nc+1Y_2+k^4xSy{1PzI-X@vQF@Kram{eDm3JW!}K6?*HC3_%{7UE!vm1H!Jfr1HEnzcwo1X{;wPB*thAI>Dee{tqB;{Xi&GBMaJsno zg7}zW3Ww(>eU^han}s}BD?To-Oxo)h9{y%1w8?Wd48UTpO1jq6>H07Fj|mA{8?8hi zW;GxtNlD3jSXc#)x0|Dd-0u#|6hHBx!^+<7=x)z7({7EI%F4;zgXR4VEsO@mgYjgA z70j1e{i{a)JSzYlg(OiXb$%a0^4`x4-;t8#au3XLVmoK0QMd`~?%_80RjA~=9jVY+ zlV!)e|gEhJ0e zFbD(dSx`s_K`{V+HfPdmnm<=+sHweAN+R$3#4Bs-`RdgJ z&UzRdgzpesjSu=hcovA^F<+deWvjGQum419<4gOyyopGAE$Gt~bEp5fux z0PKR>83JfickLbyP5_97UD34BB&=EwczKCvea;>NC^`9s5mVp5V3dYazlI>3l)b>s z^RDWMxtSUClp|4l1J%{RA@4VC#IqorRg2J2G zhT5)$MCY}E&Z3v!HKLuJoC>^tg8=HNM;!|z%7@?Vz7x<%rp!{z@a?NPX$Js?(jOh0 zv}Iy~97Hu{H8r*Q<>dgk*>|~PgP;U>;&Tb@2%w>%Jpdcvvw(e9M<~(OM@g1=lheO5 zN#fqZ7e^a+KtbNH-$kWU>ts&dOzHab=TB>C<7XZlush6~ETZqen;6)?nr?1hed%jG zwKP6dqHgWAjKw(FHTS*O{8MxOfHoYG zabGY`Pk3!%#p3dWj!u<}ho|l8{E!>ExnjBeC~qEbOY}%tgLTr3hr;K4CGqYWGFF33 zFgpL1<$G1t*!toU7)Vgcg1gq*h*wZiAsfYwK#b<=51~A*S2{ZDR=wWG7Pp7J*-1VY7*#(L|wRbxgH%IAx0zf=GFCeVdKMZ z-!^{dnt~-EERPs*C~PC5Ji02hs&z>JP8IsF{VbSfR9=S0)9Yxosn<#{Jq4XM@hcb4 zhcDTRC`9=I5|;=>wnRJUvC_YAh=u|kf#zB?HkAA+aLDv;nk6j)?bTr@B7^?Lod&|U zgw9ZS`-08J>(igJEJW;Z_~`P>RQhb8%6G-rS6A~ZD}h5pFCtUaGnd_T3Z0ysUYVNu zZ*RYeRMwLZYV{tli>ykl@T!rSqHjNJjndf`g;dtbvn3P0s<~H`A)b1AUa^)n4mpO% znL*1=LV%}wWp5w7+W#4wI#>0_z<`XrJl15DEjAGmQKk1}0q&8-86#Zm^JU5m+xB|C z&Jab~6`>Hv4006AM1DKjw^5`Y2#$;Cfr zkl&dZ^`oU`@J}S4X}yVt09i&BL=YQw&KBAtD51?D!O~JUUhn+SnGO{uC@hTXTTn*7 z!^6Y#{`2S0%Hfuzu86zq{?ueTBXB;osjN5@*o=7i(;uv<#&mpb&NNl}9VvP6I5`Ff zKqCN(NnSxAFv@gKQAx?zEPETLsTB#Uw`Y(>Bp$McY?3lBSUTyJ{SZfK2vFdR^Z5b;wMSU zW=e?MV0qqe!V+~^$b|b5Jm6~chl`xT5o@VS`L_-IhlPntABl=edsIxADf8SRBi-;_a9Oh$m(w)) zt#_U^LDcZk$Locr1%nX&-#glR*m5wA@TZ7u3@{#;a^ukTvVKZRi1pIS5K+NkuIN=hiALWTQ}K=?CO(_oQ(bkF<1+xW=IGk zOw5%*S7r9HorbAj@U7UL-V^=S24m{LC@F+T_Tufbc3ox1X1O?O?nAoF9zec%w1YMJ zM$qH;7igAQYjZEHu7_V{R?36JvV$SB?sDf!3@j2{FwBk*Zp2|=3q5pTq08)wl&0Q@ zk7?9i;C915F;XTH4wJd}GW|r~g8(aVf%pd^+f&^~FkIl)`REW8XO75b78zio=c^~kaYD!In3L6#3>}IE zL%}R8ObPz+9v1*yE%2J!t#e5s8ywN)U^(PU3Vg?eNs32j6nxI|FL?O-;mdA1V^- zP&^@Zji#WYGToW142h2J_Pc|z2jb`h0KQ;I<|j)wnvS2J6rdg%ko#%Gy&gN56wEg| zG!MZyl^FP_Ve_|5(25!cBKw`5GE)YqPs(@IScbm|NfNR#{RaJ#AJJm||x8&^}g!O{jEBI5W#`P>M)qicu6N9!^?fHJwPu31~V}+N%M#Tyl4a^9~J;R(z~;bg<@T;ttbX{ zE|P#Z1<)Aq-=IDz=oS(Z8oZj6;{}jIzK58LZ|w6a3z|XhU#rYWzmslXIP{xWm zT1^lo2I=(%Nz$RnugEuE+@^%&aikT&Apk7QcwRP6@rK;8E6B@(mV|#x%hSpoz+npl zG+aFSf+apl(2?#g-u)0zj~4FKL$^(vfrCGPBJX6f+TO@kq zcH4N}Fr*ri7fV&M`8wYAT6CxEEJykEOlBx76!hN$as;Gjz($7?5Pb2_=cf1>fJp=h z2GR&nup{^12S$aM=7H3!)p@veSXajo0lkm=vPQcg|dB^Fa$xj zmIK6s-WM*4>EZ^mp_I{_rv~aIE-9dFde6BiQW z4U~V%V946YMRwd?Kg#T~JnhujZb~ZfxUwkK0vx5UPZ~QKz!KR8cO6wy$pN?A*4vBi z&TEG=zZCe;iI?3jKw+3xJ6hx&kU0nJ{bCa1Kj6+M%gyIEjsTiV5@ z&YJDGs8j3TJair%{Ehed(S>A2hdQ*n^6#qV4I{6No#V?!CqgUrGmPtn*=e=H=5|n< zX905b_Ooi^{pMJ|Kh1^#`Wdvlm}uUvitG1AhvO1UWw5+&QP=ZlX_rF*=qh(TaOO&Y zD8&x(U**T5J?{-(8vAA}rz?KnF+BJ+-yH4kiDcm_sje6X#n%?TSocGTT+qrhKd_vg zl|(SS^>9|94jmjgJO%Ny>*8L@@}H9I)p;j*eqo`hd(cSp4gS+YbKB9_5*y4$oVWXbH~j`A!aHol_Y%WT+pd z3O2I-l!4b=q^Jjt*qEa1Zz=e{q9akkI9_J|CFss)uuhJ907&pRP<H{l^TpBH^#C=DastM+Eb2p54OUO-O$CJtt2iiYJgz$!uj;+feyu z*B(SWE;nU%X2*v6zI^1KWgHLOaYg)wuSP7`k}$T*s*wMcYOZ-?M&6X@PkfY}9ao>( zi=>Gu>Ttu&?ESY}He*qc&ecgxxBA?SF27=Na8SpFm4r5tM`hb$Vq>M#?8hQ0u)Q^p zZ>T}Ujv8Cta~k`58$Lel#BFAqtu-hav^Bi=us{GaB;<+T=}7ErrOEs3E&;kzPCU=o z?^!E9vcRI2G?h9r1eGseOcjkHKc{eKt04u?K0R@bI_=vlhnub4zX7P>}5WqOCIM9^J{;Xp93aTfFT3zS7E%o;1V z_f18Cft@xgV9-CN!b@;55yvk$HD}WC_Q>8JFG`DiV~OpB8X-NPlIHrxS~XTiI|>kc7VUu;c!E<3K8|(6;Zn-Pk=9hS(Pg3ZcYT-at@(f5f4*e$RE0TlZMAWD>zkyx3=x|?i(N*U^3On5#tyW4d41Ap+4+I7Ro z@$O~&06RI`E5hrs{$h&l zz^G@4y8~snnGC5So|kZ^za5bM1eN=#(R$^#4&XasN+_@hL)yTlab692Y4=@fxD_f`w>37W z&Z-5nTcy{B&1-0oh@0uTfe$D^FFCiy#S(+$_s=qyid`mGUYiE>Dg+gfibz9-)yo2hqa#oEZhf9R6f`^W;=gUB0iPD38YUReMC*$X}fqVSe zBCX~m9|wnDn;N=K`V5!&o}AQ_aS_;yuHAJT@KR7Ar|>|9Ik3{x3eYa2%nvEjJtL*2 zjs)~C8iavilPw177{*7B+UMqI4Gj&~hjXxfZq6-7n*cCw?e3O6Hny{i0zwnaBrS=G zTeEbqP_hRPo=v>FDS5D#K>1vwy#i-uO3&1RNwwL-30K;z?T)_uPZU_iYTMrXGH!v^ zZ>p(|%UQ5#9m;^hbljC8#R59BK}}?d84cBX3YKHRN3pu+L@nODiKw(0Z|m;H*x1-u zpKTNYJoR0`J671w(Uh03Yz=_Edn+J6{V|+b9G)GuMq!hW_Dc`pkOa>3W4t>%l)^IH z-3S8BG~y?5UmL3)Vl_AX#ul5l4U8IooNY#80_XuBF*h=KMy`rDdQs}4fT&SuokAh< z6&pKk@;kfMSAEm)@E-vfQr&cLL5G#5&BI??SwnqoXmd(O&)ljl1l?D}b#;CYb>`&z zVus4SnNUAXii;xx?I{@SgHy}>;ktv2WB_pj#Zp>7g?y2fHUNc#OawWKrKP1D#PGp7SRyDeuocKF zEG#Sl+1Ocb+P&#o0(v-7882E!M=N`pkS!_G?xkzI?)QJ-^#sqHIWRZ z;S@n&GY9lls^mqc_SWizP@_OXO~n(yxZEJ za5|@23%c3);&YG?Zu)N1`;A+%V9>5bUabF-%jsomNQX2MOs}nFfz_Mz#EMWRn#REV zziQ5az`zWZbn%HY<2&!)zbBxjh42Lg1Yo`Z!2=~jp{RhU=zSpcg82sH(=Gzqz5_^D z^j2z8Qtqb+I-&xt(Dd{n1ELN)rG z!E-}>UGYzf2Dd-n@_msw5dY(fS$a`dHk6mU{a!7l=96E$_HV~03n}ek$q?+4CfeBv3N(?-*G@cwI7yVIuAre8EYo%wZkzP6t;aU>% zIx=w+5qZ>_UO2SpeayrfbId1Jpl#B zmhQ?BDF|4jG)6|0Xha*|MQqZ&488Sr$aU8KoIG)y4XXKO_PDRI!F_KWqtsLrf!cLm zYjVEM;p*|1mQ2mz?+N`Ip-=c9YSo`0%&E1_-M z_zYW}8QHg15Fa3)Xie+0>>P4;^Zc4H9%SJbF|(dKXB+cwSyZ%EwE+_ZKJ8$tGfL@VO>>B_FL_9GxnhS?dd= zrYNWj`_$pjHT}86`Ffv^g{9C)g&Ni{GD^Ye>e_X+K)oPj6%sL}`K+mjC z*Yd(1h=@=jm2aiZHy0ysR|itVL2omkM*C7m254+p?%k|2WNQatxn9^hYJn8gvBvHjIPld#(&U}CHLq%~CN&O`0T z`{_%eHSU~L3yHsh0ONgxDBkFs2vE(b9G}lBK)1L@&V2^@Dud77IFXJ;9s9W{*ff+0 z6S8)@bQU(X4O}RWkZX>sj}w5dji&oSDwJE-Ks5?jl*hzjl&4b@6Z3!x;`>`V1R6;O zmty?rx9&~x$^)7&)b3)dU)L{pc{vj%CgP0BPrVFW!IsqfEU@j0e9#%cG!LT@O(g3i zq3n&rx@$=n2f z(4K5gryu43m6-Zvwbs;E4Hn0BYheb$2SVQouy1Q3eA3$P%WSZgKI-xU zTiP2hlu{R)P!*r%fB|;fJr5NDz;XW|ktZJqONOq176`5)XOqndAc~3qMQv>U6Ov9L zm)}3L9~h?p9q*+{x+1I{n^YcTh91rQnpC9UF}Qy7I8E>E(1X8~?@WJNA$*8o)vFhL z%!+S~nLqFx#2#_cKBqvJ^GJ&B=#Ku5Wqs2$k@WdXqd$o#buv&_kO&LvmiuPijg?~{ zAKBlX^CR-8*Y?!+u!95g!x0$=#9SdNx0(^Ttnd31>{sp=pfU9ZU)yU>oej_6x$JT` z3bHTfAWT<)>wjj`3Ob=pO-(=))sm;0r7;C0Y8?JrH$Qj!>u*bX5`40}Z&KcRj zXbCKh^toOZC`C`>WQ6~Ik@@SddsD5|#@t_=f(9^3T$b0!B6KnU1PzYtSaR78MA-5Xomh1Jy{uL=#E$Ij}MZGDiLB57;CA{@n&(cd5b;JP&_6hXbrtp~Y)M6l<~3Z$xG}m?r(SWe%G|TTzC`xD5>{ zC;}*?6DTIi&3+PQfBo79)Ha?c+meM^b+twj*7hBBOCCZvha<(o?oF=Fk(G%cx-dGS z7xhO}eyiC#Thm);&b3>z)-CCpBJEMJ++ECtzPoYXoNFa<{~&s+q-Zl*pQFJNtF9B& z_nxq0rdNw|_FHdw^`(%s`_adR*!Vwuu^HyP&NX@BZ1ckvSBDAxeJ^WbTMLtnE0w~T zU|)1G_J6|-`NU=OH8RUIq8b)??koIgsTGNiNiYcT*Zy5eoAe~};9gAV=d95acB)Z| zL+EW63hc(CloQzu5R0^bbmUvA$BWRfjb_akO5z?O0$3~Mc@H9;|1B4v1&UlYrbn%E zs(8LmxKzZ}h~`Ops2Eq-v*S}*YtzP>Nn%&2Qg!WAW^b{*pW%GBztqS`Y({WjkE6~t zkE+w#ia#%TvDh}l)T4Y$~ z2|Rj&Qh#NW&qL6Cl*&M;e!35e%Exi6j!eu%mz+5ZXOR)Qw+(T7Ur!EO0_*<(oQesu zb`$vw`tJ3vC~W?FqDX6VqZsLx52p9j!S=Zu`lMeEzXo7cN%M}c2Ebw*HILQ`Bxn(xcw_XaqrsFXR-jz8sI31<5^<# zG{S&52)Q~j-gVZ*qy(-**@`%u^S<7RHq{>qt%3`Sg(4y&9`Jp5$`bpO4h3L}m{@Hb ziBpTm%11kqv$q5705h(u7!Lh(Xe?HJ zuCsS(UYstg$aM0yJETOpteWQ;HtS3Ou{#WOgsg#5p=yDs(u`Qki61k*WaEH5tY4Ri zOCO5n#)Iu30p;G~F=bYs27k|oXb=uF>Qx?odiCE8|ETj((EQpUxV z)T<)0%KFainIubaX%79D#>RmGveb{55^j2_sVZ^PYtVKVAXXQQEnlv!bCKiQFybXJ8$Ga)monushqI<06ZBzJ*JtA+K-5wg69gp z&AYB6vSHoQ7WqKp)(t++5*q<6?w)128*`-F;xClrWcRnV_18tdsnc2#ILL+NEjBDE+3B3H-LGAAKrehm^YLqm25z%UNS#i7GWVdY2Y<_^}#Da`Ox^z=yKDjBM*)gYHld znYDF_bOUrr`ku^n63FK@m~5lQHqe+%o1oC)UQBfsz;3FoU8xGtE*>l8f`U?ur-AoN zB!8yZ=np&g*jVidbI%fu`uWNj&=Dux#d-aEexVqM8s;KsnqO+G7HO@T9iB$~s(j}> zdK)TGWVF3l7_p}_HyqhiTtR^0hal><3X57nVRZL)%#kaS}dxrb4w=b(E0K^ z8nVt&i@b``Ou^#U3fCzwrfyE1M+R@rlq*Y@Lf>dQv7mfHiJmZ4m3{9qsfMCu(KV=l zsPG!(8&hou+Oryd?@dSUYFgu;>4}aDc2(9>ySpdwH-hsYeTunrjBG&fmixMyThMFA zPiug;YaHGF`1q+O2J0y2YtT4>hKs_Cqwd!Zy8~@3-x9x!@#R#bi^qUkZRQ1^En+NO zBQ7@M5e$ZHc+|H3mpwxRHT{|-dTwB@@Z@aVv(C6RoLZWDr?EDl`17Ou!G@P=Uwx(W z5vuw3Dc&)b@e2fn#=?vGBHm^3!Qr5RgL$jX7}}Gs_eoeHckQZi^kfX$nEE(^yyW0b zSgB)kU_LQb*JWn9B{ucfg8DG#jDE%J*Ve`?4wOjYy9X($t43!l>nV4h>9Nh2Rd4TB z)Y7TjWdTj%M`n%hPMU%T84}YwY>te47z>HJru}|ssTOZSLhvuz<4!}t9l&Er%kr{V zm>`HWkrZE&=+j?_BO2T7`!DAWlx>{9{vhJU8tES!3ZHfhJacpTCL{aEreS$0!Z%*l zC83;yG;*&kVD|6*0y(6PTo)*c6<9dMOQOZEuL-r9SF?UQe_bQZ0`yEx&0~UUUTlr2 zN5_uc^(eN5_jipgLrrNh9&G=>z1mg$#*tM}L@`A|?+xjGb4U6CGIb9R50@5~E)eOY zw9qh8;cRcqbVfH{`I7%ZZXU5%BF$6P{MEnhp2fk~;`fJXPP8m2ZQ_tBbxKYSab@9g z=RcCuNbZ-s(!|!{ePKE}3M{O5`D|}3{9bd4mif1M4i5e^6Bjb&auwv=-}RTK7Sr5< z-g%;l-Hr|hjhzdDK-A>Z_?dK=06A2l_~F8YsaAJ%m$F(;xJvAH{^cH1YtM{wVFIMU zVUQ~V^e9qv0+2T$_e^I*wXw45dq)f2NfQ4TTmbYAX!ww`Mu!5%oU-4ml_>7gqot=0 zfs|B&m&Tphifo7x=;ikg4&JAyrw^%W_*`4skFL?;T19{E4SHyGzDFrx(KHl=K4S_x zzB)jT4449-tcZk_3JmiZI%g|1%*u^-xc8r*pSOZ06Sx+oRrJ<~)u*Jf{H%+m(^#a> zVS}<%XqXXck1(lQt%wgqx){FB!iVkxe*^R{gM)j=OhU0Q4?sUBSod}PlsY(Db;rhChq39eKMm92xeWT#9kB_@F9>i)K^Pc zSuy{eZDe(cuny(Z11eY8JTScc`1unqsHFKHh6(8Z=9u6%a3)zR&4WJ)JRPxm>EiOl z<7AuJ1?Qi^Bn$=KuGcP7(xk4sCqT|QF*&(-u+p2kk$(uhaIy5V0slBNdi(nW|K-#$ zHaBN+2)bM?NJd0}X=oI{7G}O;uRQK?1v8*y^RuCmkaJ-#?rF<9h8O zLg_l+_mc}HEDA-+jqH8hjYPmZ&lJb?r4zy^CDjF0<>`s<-)D0PpbQoIoD_Nvxtj8~ z)1QnhftyNE>g%|w5`%66bW z=M(>qi}{Qx&Um3M5NNukWHV%*MvQ+3yh3UpDzdhTG8lZCUe#Z|p_6HS+ibKOL?$BA z`a@2w6gpApA%4sjZ#tDfRdZMd%knlD`rS?nb6D0DR{IvlH8w~x+`R+B%PZ@?R;FY+ zV4cAsL*5Fvp)+V{#>nUVqjtf6x^^!w!l>;vrCa9 zF{`3N16UI7_JRUTMrO2mKkt9IFg|MQ2hpU<0?@Box`w~I9T3R*u64Gjs7Jh3Dl~O% zccDF<^U0I1$HeLDXkuHo9V>2ZN`@o3A)K%LK=AB>$JTM_R@($-ABjK zfy8CxLMXI@jgOB6$f=Q{8Q}ArJ9;pT8Ytxl1SLsHNiF^T#XW-*|8?Expg9x)>A2}< z*+v~Xc1=3Yz+j-O8)-Vu`()C`*43fny#gSQrcDP{sYMqX?z!u-lKl@ zMD1Jnkkx_@(sP6lVCL1D`D5aS>l8Vo|6}jC`%C>lLf`*tUp%BMh?UCd02YyesE6|2 z3AAmw%|>0TM9RVld%mAOQ2^DtBM_SERs$V8Dezn6`rH?CLYS5sJOd^liWbl2liqq?#H*9C9ug(1XAJ^NkUy zT79$@De7_b7<`4Xg+&lBN-hB%(yy~|;(zr`BH2Xo%JS5Ctw$a|u^GcDZMv|I_h!{D zLAo>NcXlEHbBY-g6(V=oWh)G%1&w?AoMhZQM`(Zo>PB{$|JsuUMj;TRkJ;G+YoS`9 z?VTOI*(wk#^z0i00sn5@u(LVcV@0h3b6)=M4p;M|VtZG}#k~X%4i6zm zV4;08*F+8IKGvJ#QYb$PsH|J(Tm2WdwK2Fxp5< z%_EgGG#Ii?0@b_imS~QP11BV1IcRsh76aBG?xTd9eBwgGL%+|(=m1XvPnhSPTtiq` zSWHq<-sYcQWLSZytXf4az$_h;l7a)oN{XNPaSzu9Wr1@81duY*ZahHuF907l;Jn2c z2r+@3Ikc#V4Y_dRn3U9PoPik>NUKbsMqc3dxd#jyQg7aD^G5d%40OrTdIx}(S4Ljm zJ)~7Nna^ejw5D>!Re<5Q#TNzHSO7B;1TMEdS*cKYTf3I_42af|8nRKOf7WFA2Y{NG z`G@1nySwkK$PHKuxddgd1wq4&VYu~1w+`yMG&Y-~h< z0SA%421}>J?YWBA$sbF~&j>T%`$j$naQdLbChFZdkzQ=TZnpz-$W2O z1mZqR^E18-`t?d6NS^&en&lx1z&(=YQlSzl@srKW1@1&07E9q{%Ky?2kS$NIG7anA z;tB!3>zm06Oq(&NND?@*W0RA^3bjiMsChk4-W2IpVgW-ykRsDFclR3WIY3f7ZVWSS zPgUb%;N6G8CMG6eFwntC6EfrG)C5@o=YJZSV40bjT(4SSnv&X%ebcp&v!*>ELR$JE7uSm&eWVA& zZO%Iwc+yhYRbOc1dgzsdyK)EagRSc;uqGE4J123CLn9(O!bn(=dO>inz^d`R=WG#J z_=|MPQS(=JVTm}Yuiv{1 zt*j;0p9!sUh&p-w{hsr5}en380(v{W{5rG3dx!|0EJX<#h2VkjB?m8GhnmqnH zLj}C&-5?eteKB_)@3vC$THpXvR;KX4=qL#YZhiQ& zUe-Z9=(^?t_Ol(xouFB$m0y*UlcV`g3GC~;>X5qn=+=jXgu8BTZk47iX>s6JeEewZ zDM#@2;QR(4f!7Euns}0zcL>f#XbZ#!^N^jLtxM(#^4|JnB`cFsasaTSYyUCgt`htY zi&eJP!sW$9W=%~^k8^u_yG_GuSPQ5TkO8yB?~bvl=^Y6P35cA^ISCgI*Q}gB?VWJs zr|31>c&|J#rcV};msX-*`ySb!qkOWS-+c_2V8fki5Wx%w3yXp82sFeqKs2|W0)k-2 z!&N1uHW0M%3wA(gYxmr342G_jXeTPHh=5)LCz_|n z66bXqr*&erjr`pqN{y^UAp8L1!ISl6uo5b16e$0f-d4-o8Bko|ATl8jHYh0X1V<9^ ziQhsmK@1N9&IOdm%`qVK>FqdzO3NDAc2sU0e2&Owe`IfQkGl1XL0zIhS+h7EY<+bM zS);ej_TXRzet5?FoVZUZJH&_wQRY0pDd>EtOKoXo^|JK-B#lo#&@V49YwQ$@fdwlK z%!;EPOMqQR4i*DI2>=RMLpw0v@^WsVZoUf~*>X9=8ac;~NQ<&)#M zExgg({QMQn3=Ll$-8NVAXLh@{+tkn2@$%K2#d&GF78>Q(RxcbF06&ekh-f3C@8y zio108@MxQ!z7J0OC>o|$Cj%y;nBKx!iM*YK#F=_GS#U}P*rSCw=Y@M_kNg6mKy5SmKc5-6jezlv zW*$_xAn-dCPdU1|$(oqZfioLlx>!d;yHfNbbvHb+*AqBB>Cy6 zP#I27F$g2y)ckDpJ3SN?WvUfeYtX;5+%L2y78n=^tUa>NpNGEr*bij*$;rub&!4vf zaECP19&P-_0A^U=GYIE5HzJ2><)?F}md46$$GzcJt1YlRh#>M&nb9~6!Kzu(=3XeG!@^Bjp zUJK;O8t!}ZC?G+FgOhWh-mh8%zzi_wbIA_Q%Hc*HgaH5t5G!;7+oL%Uws;VO^LX;L zDss8Op$aP&Z2XoV@m@cCZVbvT!{FjIY zEcxDZJU`g$<|k;)O*8l^;XN@1kH0Rm1dO}_Cx5)q*6u!7fqDVBwmQinCLYHNePMd!RHA^aLE4W!{Nl8hV zsW753%6-od!W-P#S%RmaC?TVucm?i7ST;7o{{H^oWiOErx{6^?gw6YgD(<b)=7sj6`LH&_0J-?VY8SR zH!_#Ykk+_c?*!_IQmVBYM(c5{8HCu>A{Tkj>~iy=79X}JDN$9we`{8{7XM0D@&|NA zAB+%QSXeX;4}bWD$%ZgcF-Fr3XRyGq{*>>wQUIf_qDxQCoU@h}1&!FHQzB7+RxZhD zU%03%qlj6qR=Z>F{4Y47+iHTr07oXF9VUY))%N!Hx4@^*GJyZi6_k1expcZq{ND_h zkUBLL6+Rr0!5BhZ?@S|8dE97AU4G}JOwX@FC1(7(gLgTHN{p{&uR0JpGt4EG=$@*z z=AP(9NXE z4pWww+~QQlzR>fRAOG5r4VCxJ<%ss&Ji|~EIG&%rPERn|9e9BtIm#DLGsd?n<7Yx& zs=ZVWd$TFZhzK^OLB~bRlG*(d0K8JX|HlwQBg4?GZPCa7QhI;pFdw$SGg_)zfk(g z6KYyNA3s08o+4mHPcfF#a@#IqzzRJu{BX z^uzY(#le-^hrg$PMRfA^^v&=wGBQKPLCv_NrO(`m!bYxjrANiUFB~Z?`Ln|D_WDcYNzdN5=*jcO`?NL-(&= z(^;+(+NooqE$0*$g+0AqeKw+yz+k>2HH2p{KSr+N`Qbs@Xf>|wy!$|!5Q{q>&*JD$ zO8*L=CabY8L_kE%i&NM7uU~<=08?bD*<0nbZ?+q@^2>x+J5B0+ZZ3vKy&oIbQpl+N zhWOnc5Mt$LKvEYWi-T$iWbXXcqMe@&7MGSxpzPd-?y=%UUUT9C5}V4c;8pwj^*|&Q z#LGMaEABmY7jdcm7l$mFiX(L5Lvx{I5>yYBEAgJ!e$@jaUPMH_x;?IhqHR!_xxC^^ zt+eP9d3c%n_$}>eYxYIxeEh8>bnh2GB*aQZ+r;#GZvT8x;j}`>ZBX+=JqlOi(l)}f z32#!khDzQSQX&M)G5a&hc=_u)?{VwYy65(^Wgk7g1zJ++FAs}w-b*TX`R6{R{I!}V}WufY;x9@xL?(M0k+oG>||Krs$ zcDS_2c-2=ONrf2iQ5uT%wA#yKi*t4MYVg_SjmUzSBea#TAxWVH0<>p+ZVZjQ85tQ9 zMHW4$Ufy-QdVg*T4+F`=WSscICnobt!aO2@`=u$@RI(3F(?BpEoNHZ8PN@_lJw75_ zBU$n8j46?cCzHV8ic?o1owoq3QCV5p2fR`m>g#>V_^)-SM0exWiSOOA-I+uvx1IRS zl)n>ZrwTaoSk&_4IE*PI=u9{B5Ijt)b^2s>;OI4D+BY`ExEkv8gbS1sgl4BYy(sgc z)#hq9{&({Co#0FD++W;8W?5OcsW9s{D{L91-ZPH|fAJXf8krGJ^@mRJU?c+C4rh>Z zJdC)mT$7KM=lXQ?gY_kIUsB}H;W2>>AvTxl`T1xt067aFF@Edxr&wKnEIh`V+TP**&`L;%&05`^zPqhSACxa?GFg0wc<ZH4BX!Cfpn$$EYxlRG_p|Ad-(Slm*W1GA*mjueR%JR<~S&df?Yy< z$a?JFjJWx%k-_m{fgu_E^SG#xRy@+Esz6HCDFE`My=u(8$0*MaZ+D5n~lQT0-(#7)7nfn1eus#3t^!xYk z=fS1}Fr38n^s|9drwTQR;ne_75CCAHnI?xGCbwKqdWCMBj^BZKb)2Qq&@3Z&;sq7c zdbi@S7nAQAF9!2kxU~5KQhW%JUAZ8Jw?R>@tF4gx9pAmuF&ao7jBFgYCvqOQz2h^v zMiFSUI&uef{DQ`=-*b`HuO1qO%EdTJ@b)SwDmsNhErh_x5hS5-)vsllU*+X-V-ibB zs3-z)Vy;x-UQ3->mMjmjUxONqi}y+4K1<{tbJB4l|AJaJ`MBqw8ewjb2vlg6`Y@<> zLJ)prvpc*EW)wxk7cX9fvQHA8XULo&h~r&cgaoZd0-z&JO-q{uPyjqAV?~|=tM_+> zEfeZUv$z-pFpu#>olnRrCqRxWnN&_rPDQPD_V#=)y04+80FY{N@84^s3?nQ-(-r#_ z^4Fatj%*Bn56s!_Hr9Li-zPLndh(C{hO0(ORuP*n%aeq!?LSU%=QnJNs*LuXdL^u)?vAFWWmu2Qn1?XU2ll8Rah}&L`ohsVscz^b{(=J|61_uu|)z|Hg zL57*2kqJDUz-D8BG?GB!+;0!>VK_8(MMXFB05Asap(JC3+6PiIkfm>LZxfWFXex>Y z!jX|g!WcxmQyyGE!6VH2{)P$ob)-P|1takWu=)%J%(?G(Cs=`HQ&K z=W|vcwe@gUEXt$Pp~WKWIrp`4j-xC-u=!87W<{Qm@4`{uq_zaH^+q9N>_BZk@S^PB}m{IG7jsWn0aD(e?H<9VDPJ-GGTafZzZ)m>K|D zc;;~>^&0$Oh2s)6IBSOd$3?~ooz+0=GN=J#<6pJd9_B|168oe{_4x6>@Gx$kaE0nH4=YaP22~F?H}}q`Ie0@sfP+3AL~0Yqi zs>PK)-K__=C$w4w^#y1UaNwDm^wX2vRfRpc;H=i~i@Rj{^c`fpsi()W0^gFpJ*{VT z%zF0cgfMzo@D-$|St@mE{iDr&QH-||&3P`mG4i~AKMy}B+T>dYw-pQw4DNdDlR>?m zzZ0LBc&(|m6|J~JtdRAIdPA+UAq^Xwg5`K{Cb|a0EMugQ7K(%Q-Ce7;atZy-qYx@6 z27Nd$Bp6O-(l(j)>rbk^z}2wEX1(bpmk8hxvgbLSQm)rzP_8lwokIV|3jZ&WfRk>w z$B^|D*+RK>xRB1v%UcJ4)#Tb*Sa>*DQ&ZD5aDsqQ1Zoxx(J>5;&%`e!@!2e$WPId# z@~xTGBTLc;&+fA;{p25O%#o;(%!ua5$#j1Ye4KqTF8%I-Xto6B^fC|sdjUUyIkm_2 zS8N$ul`kB^?tUVz<*Sx<;zTYXYhok(cN6+1RLigdQ0^3rw5-51c|qrM#AyLK9^*0`%F zzkqcFEgc;r508>*`R$CC=cX&e2pYfVoJT>-=3dGR=4mxmb|pp#)Wyfe0n?MI@E! zi*Vcq{W)xEw6dC2ovX@&nbMh5QcNiKeAuVmAi3U3{R^y3_)j}8ki+kYTH}qgocr)~ zVxV-xH;fRWJG9^VPf0s)ETL)<`oLt*7bn~`cp{@j6{~JIJSdcUci5!p<9mjtizfW4$Y90h}LQSIks^W*lZ`y^r{lRa-NPE#fkHFQ=7=muH zzAwb_rdr32A|z{9zxb>=$?Wfjd@8v0v-yMjNpo5SYrMzR)YqjxTe9^GRA-hmMV|w)Rk}=u$vIhP-;=w+Bk(QQSFgA4|W=sk4ke`6MGF zcJb;9cH`RZX|ANx7(c{_tk#JNW9Y$iS;|Z7%CNy2yGV`Yo8aZLGCx8qLBAqg-r@oL z>3EXEOZ-}+N{7kz?~7w{UX0WADvbBl=R4A@=RG@XXnKl5j&>Q#J_Y)A{o!>uJjVAr z-XkB!!fWwbz%}&|GX?5t2eVV_D3OFa_Se0RHy)^|sqt4LBuN$|OpY%}O2{_ehxHu2 z%M9KBSQR0_t=5ZGQ<(GaBoUpLUwhw%sqqP;zO-h5s^Bt^o%yv9ZRJi zDZkIT$%x(2f{GyDq1-RC=6Xr5w1+>0PCTmU%lrrV&V6FG9n!_(>IP4IXlE%h+ujHl za-H`x+9yR$V{F8~&c0D|e<|dTb46Pmq{BRyq*CKm1yQT8`>YnY*`{Si* zb-umUe*=#+ktwkff!>M97q50-?wJ1aCBjO{#_iA?Pc;XFeejdwPfFT;>C&dW)+uy4 zSA=d5k^gw{Q8w3<<(@=US*mTzUeT-wep=y+l#q8k$b%`H8Izm~mHs@(qXn}Mxgzbe zXiTyA82R?JiuG%kX&9cSROFm$tkN{ZWwW69Jm6tex|JLCRm6BFd ztX=NSjN;wRgsGQ>)0{d130;$xj>Ipz{$BM17u>B=eh!b_Y86>s{B?Q?@^CSWPx(K;lsVAW+&RKnZx{N12*HLalS^n*9ts88EN-awy+`Et z|9r~!@W&`f_G$Y6R?|9TTqAjnXT#pThIAgV%)2tlaRAs2$PvQ{3)w>`&>GW zt4T%hneilYpZVflF0Yz69N#bx5jkb1etr4ND<mVEZ)XSVbPBaZl~%e7sP+DK^4uHJR=lk-6talyj zO4Aw(5Wll1ytO$>5!w|x)?Ambw$!L30rudjp*Ee*?JIzi57nB>5~AbFty=70;7B(W z6r(ZwB)T-GgCE!UB}CBALGS^5U!jv4nwo^g(7x#x2Dfet1@ZkanP78dI-P~K;N&W9 zL{9R)*&XzSS5#-k@n2?fl)^%^t&w~|6~~z2(wUH;mie?cjUra#`T(6;lG3DZE(u>l zAH}b`^btsb71g2ed-QPyyd9z7+CLDk%DWq4+PZ4Iyc--Yt98t?$TxNK`~hhgS@Ns- z{Hj;@XU^0^*UP|=YftxR&Xo0lG)dXbi~L;XTMANXdu@tWc7f(B$2Szc%x2XzCFxK0 z%q$h5UrciSWan#6m>K!W;M~AP){UPLI&kd#kRH3Z!F#d_XnF*o6F%Iwhk?cM90eJf zH?VJ@1BY{OEwP%qK`)WAeRz{fdg@%-?sqYr$(g=-Vq1%28w=ljm7_Vy)~-kE^b*d|pD{m(J0yrjgS~#BaCj z)V}g3)l!7YV6aXo_27Yh(S}g>8_z{^RbAaTU>5~_=6$X_&(M9aN3B?`(ti+{(S39Qnz3?!YCjHHiygf$Uz36c*WU+zpZA)=W3@sa}@!O|BaL zaF)%bZsesM?KlTe^>+qN_Na-bQ3r+;Mv2YNt^qtu($7mS;mQGKpGfCt4Y{)Qp)%z$ z(Ilm*&_0e7`+}2{K*N_6>SX(waXLzx~awulo#dS5LlaGT^D2tk%3)P{A~E z!~j~b8RpBH_vLVXl>HZFA-zVnxX$n?b!&r z^p0t5xcR-7)3h^y`nq#s{=CB^KGjwI6gS z&#H>v)x33XfWmHlXb>K9iHJ}GM>jM|%)d|%2w zXWXA#vdAa@+Q1#L@eJhd=6@*4Vx?Z9)Vg!MMEB!_D`4ycu%ByEp4!R(^G^;qimh zq@T0)@c6N*Wfp=l0PfjpIKaA0p!fxfjYR1*fX@x+)Ek&=C_NEn(1E`Y ztg0Y!cX!8lS691-EFA+G3H8;-)PbQH@5>>6aA`^(as@1*!eN2J>+g<6XsyVsMXj2v zb*lP?;t@3G_@ry8>t0#ZEf(3gxiYgG5MJVv-aa*}rGOy^9oKW^8le*+#L`*dzaK%dga2YO>2lF< zW+jWu?63mnMUV(Km*~0N$Fwx#cK##a$9Hw*_fMlvuW*%oz`erMp*tvS7kk-(!9)qj z%xMg;3i<{CE^5inuL%MIPa^W~q%ZUzP=09njPXlKOP4ICo16H=#cMmo4&H|A;j`YF z^$2oa^|}t(LPOp_7X?R7DieH87aulADXAL$Rg2E;?|*UZ7NEoF5n-Smnvi$5p$wU- zAXUuVRN$PbK=y@5e=NS%CvE8-nEK)uCC?cvi-P!2oZE;lu;;PNOc*&ujNCCNo>(<} zQ{VZAw!itx#~TL*jS3YzofEt7#53q`ZZ<;=ec_@C^_Ex8(Hfl@z45J2NCsuX&hc)P z1Ygnl_H{kYyJGZ%mty=%YY`a#4Yc2R6%#{UQWA&M9QzkLKY~_G7^R!R=&k|AZR&k( zZEYy;1eQ6pi>@v$1p|}sb_Pj|DW6FTG0Mb&F?;StJfK+9FiOZP{^+>WZ`7BiPI5l} zxuoDnjiGdxTd$eaRw)~+*$>ts31=(#vs-4FtE;4^{H%x&#&q|S-Pe)C-9rqXZRJc9wv4t|lbYwIV9gUxfXjA~uFc2RUGTe*UzJ(4`au z5$FlKsr^b6?+3T?5_6H1np$^K4urLI%#47gs_Etxdh%D9?)l%Xsu5Qir=$50DjfG_ z3v@Y}eEk>W7zK`F<1Qf26;8j%Qcb!j@pfg_R39aEg4gwj5fqexzt|pZnxYnHsL&H8 z#Fge%`oOLOJ}}sChr5q7G@M#kAmJqU{2xRMg`(k&!C=Hs_L-`jR?cC*wYN6{v2Puy zW_^R50Qiv6(y~>9*u!9Y=x$QQ6(ly~g#O1qsboRX`R4tpwHG-a&Fa_{nrQV^@zh^+ z0* ze2!}(7+SO`7L>Xz0-=HbzV%s3`6)t7qW?$o-Hvq(Mol)AjXU<9f*#53NW^aAFb{DJ z4JG`(eq$2j4RfHMwO=!H!d0O5aXBub^%JJ!?fyK@iDQ$rvn$fwY5()42k**t#}t_m z6d_Afi0!Vle-6EULw|o+%c)DmjT7*G={nvRSPiCAO>6|lnTpxUQWP->2_Q7e)*>DB z!s=!18%l3udNYk#kcSw;n)r-@RPO9VyDTf6*MDlCZI||Lw8z)LP{6!+cxt%1cH|yB zrFh->4rjIw6>J0}OF2H#ptS4{Zi%U=skULIp!Iz-BIcerg@MaU=83`TmmNy^a8T<) z#osU{rSXI$I(#T2xVQU{mcXdj%0tsy`!p45;?o6OHUbFtY*ifNu_Ncj6VaD8Y>b!w zjdV%LTM;EBQL?xf-dr7hd-u(t7dfK&=1MYk+wGYM&L-X8P>elgnS3Hfuy_{0EMH*Z03W$G(mgt-YC9 z{Gzc#81aY4Zv%ElE_p}(QM>yN;$JaPgfLCry80+mU-~;Id+T(1GdzfyK@C30&@#qO z1Ik{r86#LZ7+W@b^hpm$~uY z?pCQxI0H^(#HUHfRi_DE-SpYFOQbZ9hw0y}KJyI=8+qlMB*^gWVqZ6fvH*D?pf^YP z$Vt*f>%Z!d9y_9#zsm2oMRi5at;8UH7>rf^w)Ew=EV%$f0J850387O4a5*KX+56I9 z0CxZ#z=9nzP!Uls5=1`Klyh=n0p*cm+1ZJJ_pR|l_r`raCL&#h4$kJD6z2jfkK1WG z-+iGiva6AE0?g{>`6ff!#FRUGAMTH9EpQIE%Jv<2+TTZIImiKDC!bMAB=xkJr?KQ1d8O>^*p`|UDzKcH3@A2KT`|sNS?cMT?wt>Sjj9=SQX{~ z>fqBEBOb?)9?>EQ_70(LjV|t6)z?`8e*ty?#Jg#SF-z560XzHWY1X;HDHr*seubAh zN?b9k+8yM5ciHAvmeZyc-JgFB^zv?vx zT=ub$G$+I%FJoXYg$N{+EFYx$7Ma(bC6 zE#qf4_)or01ugug$NM&LANnp|^^eza)_^ThMfSpTCZXZhy=QLD0ljc^^hMMV74C=4 zX!Jy;yo!c~@;PZ{jY5ONJ{<|I06F@)(YH~~UO^3k)eG-dW^tw_x6m>OSW zE4iSa+JgB*5IsAY`w58-EVop3G&uXjZwT-bX$v_*Gc2IkozQm|o)*@`Ebq!+R8tDQ?lAh$)V+TS)jG^I!Tg1+V-epyUi;M&iuo(UD z8hO8QQ%M>q&;!1d*uwjmhA;YG7GKd!p*cZ-Z0@FQ>2st@L-n*2@o7ha(zapq&8{@| z?bJfFz(3ru11|`a92*eO_O~c&vpI{#0~TeWd_RZf-x2LrXV?M81x7-+tlD%~)8Fk= zX}bdpTa+AHM3fjt3On8$g{^bzPyfVD{rK8uo<%wOvXU_SQT|?`b*Y>lO}5~?u_?y> zH1bkbiyE*rn^LROoRZLM4ZNxf*nQ5JT1uA5*WIV)pZB@S@|L+JV>b_X?nkS?58iP>`K;n3 zYe;)n;p7vGTbEUB{INQVe=<#|`Y1K>b^l8&L;l?hU6Jwxj09bjozLac>9)RnrJ2t3 zI3BcxyTWrdTmGTJmm67bW9R>7^Oat8KXDOloiWZm(Cphwe9~H&)q2VAXezkv|HHSC zS%h(DH;_u7K7CpTvqw;VppzZU1Q52-)mgBU05LQ*^@Sc+Q>*Xp)!H=WXsC@Us?G7Y zOS9$n^TlUZQh3ak=N*xE9r6hx zA>o8#?@1|1ekQk7IXUynZZ#|Y6O-^VJHszUd{}y`+4t-q#{1K*%(ovj?G&0!dL%Q{ zvF(Qpljc6E|4h|H1V4Ycn93C#F4D!BaADr?TtpllvkE&0GZ&mW-QT;TlwI0i1&R<>fGj8lJ#Ny%M zp=-ydTt8to zvk;g!+sPTou4hGxE+_;hNVQ3D_#V5eP^*-E-ukWG`8sDMD7G`Ih>L@{YdEUNdwZ}_ zrEJsHlBAX6s(%g%d+_tF%!S`uYd)S%Rxev;4qd55+Qq`cJgHUtwz8W4N-PVAK2W|W zjw?`%oJdCu{9pnFLK<|#Pe`i(KR?<}UJ>`Y0)h|cY`I0X?;qdZP21Db=FTjY`Wosd z+ih{B!K4_TV1}(j@pZn1GcIcrjsTLqGUA}TXv*qvZ&uA0(0m-+=hf`}%+Q6WpZ!;? zw{cJwWf98(t)jcPmo~%4hr+qnY{wjV$YJp4X<8S>kJzZb=dGr#sa=$EOrtSJlf01r zA;!a2g~xMuh#M0Dp!g4MXfeiSd3RdZp;$mg8~GUfF~_mwkzNyKR)B$mxcp)|rdKSQ z|4ursJJ0nAnI6>G)kyQM9y=7eZ{4`|ZJK%LXd=?X~fQY^%UiZ0<`9227F4+!5oiWjRch)vk;0*j1&U z2HM-S&Kl&obt{XLiUcQyOjW*_1bWnVQloCgSCE3dX1{!(%JTk2#RqcdJa} zkL>nJ1*G=p8tVz~I#AY*%PK#6SGs6!67cWqwA^KNARS?G;le~t2~`|nSH)WZD6rj_ zk_LwNDNIgoE*O{H`|(NiGLSrUomgF9c6avf)!b=!3!e%BFGnjfJ(cVCV`o{TDcZ|! zyBRxZaB5coItDk5PH`P!a#RONL?H-1@;thcm6?bq7ph3VWnthpzoy zx@sO~{;IG`f9W?CzICd7jrh-#%(&7SCER1TEOa%jX62!4NPWFpx$+z$ICLf<#7X%v z|9>6}j_?ADW9p+{dwSEkYiC{$pEpho|Ibg8VJ+-b1`x14fx!;wi0Zz7Cjv8li*@@; ze)mCYrdoadMu2Qcy;AW}a()z1?~9Lg=rt2!L;7b@xnXvTd91I`?VLcCXcscn$`qfJ zF8#XxzrT`AC2HJOA&tkH`bO^T!yXmO_}?T^ZsmE4Y5#Lc^du>40c3lb7AZ(>=y6XF zUD*2ti^)Cb!^Tc2f5Eov|M_Q9KKRv2qp<7-UHJiW^gdU88yj9=Z4?5#m%HlXUF?eL zgSbar)F#k&Y8E{uf*q4^$V+Ut-I&^B^6w-+ME`O$ zVVaGOhQm!LZ(B|4J^Pf7xtd8^YFC7KGOrz6d8$-Tp+k&!XqPJ z!MyfUO6H@C0g}Yuaj*2PJD6tnadhyl;zErr?k2$&#Yue;Z)1yd*sp)G4(Ht1wUOff z-powVtMewb1Umw0Nl89HB{PQl9#)`Pn3r>~FfyJ3F8n0QvOynzz&%|k24PQTeCa?= z>MA613`e?pnZ*DpCF`RmXo@WEYN)DGqKvoh?ic3H91FlE=H=t7hj7mNE}{xJYtz7c z@bFh=N@{uX_%VV3)EzMI#=1K1HJdE*MaR=@WuFrVbhZfZh$Xeih4OHTglx4G zy$G@%i#!hMyz>w2$`1BH?pI+R#70YV`3gtS|L+Nyv`i2#)O-VUIoivY2ZVF99zXU* zp{1T43gGeTI&iv34AH#ir~fOCP?%C|F6AbcTxm9?cz5{)Rv@41i069UKp%x?{6ngK z*7hPO#xsK7)|^+$#?A~}F>{^Yk$I~qn}0{TxnWQirSoinWQPf)Zy-Js_+-D-e*+cv z!uGCKSXui+ec%<GY6PzYXoEX#QfDH*ujUWA4nkCG2kGC1E=gl%r>JAYMX8g<8X@Ddr zenv4KQ}56=>T&(->wo+tHQ4CgXRqMgPu<|rVVW{QU^9O{%fC-S1k=1=CWPQ%$ z2*luK1kO4c4UNW}E9eVR%K(%oD_#DIHC2fK2sV7@nlIYu*k;Lfef`=)^Ri@#`^`>k z2bIVAQin{bNENIg8<)%8t;lw~e0-2cVF@RS7Hv= z|3jHJ*Sp2KA5jHB1?0Ngu`OLaM9+3-Q9ZAU1xJ>Q`5!P<(aQ^XRfS$28ehg*YlaHX zUOGct!}3LLrT;DPR*}pDP_#&`7B+6({n`2*9{^Y0{ytpj_442zB4q(kY@mh;wzhmQ zf9pwx79Eb?Jn+$Sl{zD<{x7Z&_u7XOatVYm^L>Q`%Ff*vTQ({l);>O>x4c6c%(Qjb zIHpDe!)ej0Oy&A7oQ6p@0K%VHHP8_zCK#gYCgUp+3o8)@ZXu}m$pWPcU|_2__+}G;oJ;JM5h|Hon-JNSVo9w)V+x21SHnB^ak7!fHH>KGPi`% zbBX}TvhYb%H%diQY7STmRkOioXq2921I2qMx5mdlp~E$_izNP-ItKTKm^!KxHgbOGWC zbmorhU6{>^z;`)nWpg-O#s~H_QJBE<@Oa6-Q$)%a;q{TRw9HvPfx-)daoDr+BM?{A z0iz9AZy>rLLwyCHX@_mcr6zFs;UV~y)z#AtzJ4@G=SWEjkValduaDx$r(%m%Ul8u1 zh(9Qfas|wkfT0G`?<8RO0tN5Ozmp?2PR=M1SUe&^%m0GR!NCDl$biYg^lV@-h_q0m zX<3;dR1p3kCJxtl;w6URxOeM3AyxpAo_}a4Dg0_7>kp<{ zKjH+=Lsi}kk>if_KU0YO4XAYh6o5}eoaVc+T(EBszA{(_oL>LCH{J+~>cP~zpgg}O z`bRq`(ceI-L)uoMqGPbKveNwOR=Ny^zLfEBH=@>j&%>LHS`9#{TnM&4=B+FgMBrx} z0y%vOh#si83}|(vF{Y*h;$Y;!=do{t3eAE2j6P%Fn*ul5A9O-wm~h|%DyPU8LD{jt zke+~++FT%e0f9*~4k4lxI`RT%AKab4MQFxHoejFgj)+moA24X2wyLPA+8*t`1h$OL z=nYm_c&ZLL1>IuZ7y1$;{Gb>`*W!WbqDc}8@di=Tmpt7R6}dvbH5OflP5n0eRz&GP zMI_$B#&lztKhAe2orXdQU3vzO8-rjdC@JfCiAk@Dp?q>l9i7YKf48GXw%b7>hdKcO zIXE)p-kGy!Z?nh16=R|6{BM=Gxw*LxTkK$Q>lL_;dSD^j!VJkRffe=yfb7EOJmq#ejhfFq6_Q64Alq@5sA#|o+9j^|L`GV ztGzBO&pP6KVdnC!R6|)A4^$w7M<-|rG3q?t4D{IZOiWDg;^L;Zy2SGZ8T)C$5TF5E zcTu|ty08S$?7{O!Z+Um|b0yGBOn~tNTD+SMXa0p{RA2xijX+6>t`GM*cHz>iqJr^Q zO!F>$dOfU=gmI=cTr}!afF3mv=b76rx7C@c&`?wR0d3Bx0Y{`+Zbgp{jzBBi7MdXH zP7O-MCQx?Qo0iABf@Og%u)xj3#(~{id%SrbauFF2Ghv%9)ADx#9!&iu!59iP z^#IlPw~t%!EvMj+w}Rp@OIBbEbGcz-w2HeEd!7Bj4+0jd2j}BfJ zx`hQ~0h}`KgI5CTacb1)hh=3=@0`nn9Zl%*gh@s=JqT?j;U9n<%PhklSd@cm^uxui zVDoAxbT>UXI0KjTy2x#iSHj#L-RJ%^?C*Nx1ytV&(V_6=upsLCfzr+C6T}g(uLI)j z?3wi&`XDm}{-G5lt{724SS}pUYz*_q@12(*y1)sY>6C+A(Z~uTco94T@c&HoF*Wy0~W+g=X)?npytx_20?4cuStbGcqda^jQ#+n zItfBs(V_rqDFPS0ak!Mvc}D_~Ae;={Yq1A%4kPm{mC3BZPt5}jey*Vxlk>0e3IwOT z7HP1$9PF`mrU&f$hoSnSr>f$1YR}wYW2-~$T)?QB8kqI4q6ShC6kv99Hz4XjWu9M1 z0v#wMeo5eH#Kdg6tFFQd9~PFNBi=ti_O5`-hm~Tch+Gq3j5f=^`Ht6+e~mCE)0^G` zvOEr+;}q0(0t{W9oqke`nK2{Unwr-{ML!nrTU0xNjNiYw_!df|8??(tMg2Xga(00Q zV5@_!q4zVI0QVTwZU@fEI}vAY@3y9$lrXWZTYfZ@C5NygRipYk)Xv?#Nbg&{SYV}_ zpShg>UG-jX~%vtNCE=<8tv zqyXR>LrV{nzXm}0U;+ktqp#Df^VQEP5Z+G0*ZtPfAq_TYCkJy^!M(wzM-cky7$zoz zH%Np|jEpq@y6ViZY+;|y$r2~W7)q={TE#A950a)@ESJ+l@P}J$B&07tW^B0 zBT^*Ypw`Q71E|VaMr zvbKMcq<_EbCs16W8?Q&bU%+9BjygX7>)n5e74QD%VMnN+M zjxfFMpES8*Oy@%;VPP@w1GK|xD-5YHWmcm>Ffc*`J{l=8-~Rj(Z2sc9#S7*GnCOH@ zy~yrD2>hVJm2B!~6rgi)$+^?$On5_It`a}{Uuer>ZAzh;inB}E?dCucGncPnqT8kO zukSbT_!-ghpNUkW7jeQtMF3JyPIqL03Ysf{nmx7c?RNdIZdg%K`o+b?($$~Gn@4g` zvBEiguv!S!ovz@;K48qlzqUcZQvjxUXj&a~1^z#(uuC78d^ykwhHJo}`dy2Nqc$M$ zjGu_i0ShG8sTPW7vOta~x4d)%H(>L3#0fyfAEg*^*Yl7c0@uXqD!0gUkl91M^cs%q z@)e+n4E~D%oa*FoiKns*PDcpX0fI_Ar5@SnotwRKA2OR&u7Qc|?k`Kg!y#DpxsQQc z#N@<89cUmv@zCmhaVZ>`*5#({`0)b=zFP2DZ6FV8?`5O+6{LI3atYAFuvIoU=q-;@ zcsk6umR9qGjZ03fKXO4dA22X6O6>!IV*||-QA%Py&?^uS(|RM|qIA4BjtEebWrhGY z5B0qb*mHoZU_)IU25LwWx;HMcpZW?61W_a+GLmAD?E^SI@Cyh;0OA1e>LfsJ^S{zB z0A@6?us{S`#n1!=k_1_Z->`fUHpp7U3ufi!l7Qf#vNemtwPxQ1)-}Uwkh@Xg1MA4mQ|Q*8+7r=k@IO*#h#XdvI!LqR?(Cg7qBiU-Rs5^md4LkEyT zRCxUr1`(H`g+*}610<|X@WS5S9=Zx0!f*lPDD89uZmlAG@I@*D+Rj1W$uB@&N~}Ie znj~RW8bAD9PD;-VJ(o$Py-4yQQbyLI$a3&zMs~IdY^a7i?h8R7g))|i^7;fkR&;b3 z{^7%aY+rz+77}XO8GncH{Q0QSwZURm?>0}Q;|e`Jyx*Zf8ln1)pMalek`U!RhjJIuy>}KU*GTNRcEGVrv&S*2C+!Pu$3@^Dt!5+M;Ao+C9q;~uDXW=;=SqjE2Agz2kQkXvfgnTt* z$ta|n-8G<#qXFcO2<<>4L5o`)Fov}g!FGz7nfcqfwuqQ~jsx?>8jl@zZf@AYD6qRS ztdV;-54Lb{rY=~HR;gn>&+F-lqXSx@%bE5zHg$0C_{@5k0WT$hjCiJz7oD($Ub%BB z#`Gun`dkrpE72m-Qv_m$ivh2^tm@Zyuq8Vk=~9|_n0R|Nb;jr?_JBlw4dJ60BGEN` zB>R#ri82(VW^Gm)FN4=RmPC2;{6j45?L{a#ieNnP1^ljn5@bFT^$Vud>NJdz-k$=16v0tC&&R$w_a7IB0tWg;MiVw z{fR?}ob{b3U`&bze3l15hmE=5^_2)FrL;9^n|m0~cfjWl!r}0JOHii=R#sLBQj9`E z?>HLHTg2n|?0-k7v<# zcECdkl*h`*JvAIzjXH}1rr@N>6CItD5p?KS-zUWC0tHp-e|;EY+EV+0zC(NSX~42q z->Vh?HBp=J`{!kd$m3?xn-#rQo7VCYi_`EPac}?OWt0f$#y5B*wLUBL#-X&Sv)qly zZ3_iIjwf>HBtdHlwE%n^cFzUokEh05rb(bqG6HEWD8;p-hOXXq;nj@E-QAg*>iS=y z)c@$DKHsjE`duSNKb$i+uEgU#JvF`KWh^5by)0q-mzDg!@PUD_74ux1%zisZ>UOab zAt(v_21zqd5kZq#)Q$&Rq|F{tuo`@Srl*tHNgW8xYK17BAhYxrR_)L0W2B5}D5eVfL4$4W4 zH;9aLyO^c$fa?l2Jc-%a*}ZLv@jGgdA7cQB8uW}YMbSlYu4)9&p4|$l*iTN5tO0HO z_k3+^Ixg#cNLDUxLE#!KO_nz zB^0^V&tgSYATePxww&>kR>tLtg7?43PI9nxjxtn|&o3m#s z#)c=6MRg{!5))c{H~e4Xe(_G?;MJ(1I#%Kk{HcWh^I!4meW{VU_D-oqH-^~LtnD$? z={7=F9?}~65S`{q-R0R?JI@{a`k(b$=k$lH%@ZHQ%BuhKWOM8!8TKO!2ZyB$wR?wHavuQa+(RpS= z*Uci2j+oAq$Z7O^Mu-yjmZCKx?K?&HKJa&Y!Jp3^$K>+AG8h;>0teO(Bb5go6ld^a zWKME~H1vb5$bD{gWTpfbg(?;a{f&$(Ivi0t% z^7DAiIM#OUYNNRKl|1W;{2G| z$A6#~es(=$wd3|VvJE4;co$C!hW1BWj%+s?e85QCoHX5_Eb87+dfw~jgkz6|R33b+ zU-GVoOy{d>p8O?B zXl`4Gm6G!DKk7XQL_aJg|EMaW$#I=v^;oW_RLpDsiGhE&*_-7{ArYb}qiw9)p^ft& zQfvptPo`gIzzqvvBeP8qUbIPmb2Vyr>UR_J{+mXTo790Yer@=B3ZJR?@0woY_t<9X zj}XSQiva-{cdlfnJo|n}Wx$H@bu_)3n9r7IrqAu?+gpx=Uea%g-VO2KsUERRIGB-O z5_4K`uMFfjc54x<@-4e9Tl8D|8)j(T_`VR7KR+xUj$t;5lospe>?|vE8Q`Y7`e5pM ztx9rVe=;np9$@11^(3~ zP~hE@&LzThOAi+gIE=C3-@lh%@z~PCftKqDk#BmtZP()0m#g_><~zm?Qc_d_LMj7~ zp5$oyz(5DI3WvgPm->-po~`#c$PRq9qb{jC?qIyvula_h5P2j&tm|Hl_`TPl=|EyV zEb!)8XfHYWnRo~nK!Py@CsF-{Feb+p=J4IjX=8>JV9$)+$RyVUo4cGyoR0qZPpi4< zu+5h1aug@yp_B#k_f(|Fl3%OWkS_R#vLbG>f~@|^6)qcVh!AE>zSrov zIP@I?Sva^M!!>R%4O~d@*bFRQ1@8@7UPJG#&p%(R!<6WVcPO+kQp&qhVpub$EcFpL zCE3LsiH8An`H$9KZ(J%A3w?8{BaP!U!@vD&CuP~RnDrm~pGKyVU;AcV+;8uF^Cavy zUnUb{@*kU2r1KHjv4YVId_D&Ddhvp@0je+7&ZP!iwIj26lFKT5+#0VN9z+ z#^?VSY=$+K@eR@BJQn!UntFg>fk! zs)K=Kau1j?CEB?P)sSlpp&hoGJ*j(9W_aMt%IofOE?JvzCFmE=aG1$OiL{Ze#7f}FIt@cX}nU}O^`g{N$cFie%D)XqyPF77OSKqxT9)0 z&uQiTDWRP2;(^Xvj|7Kn^2U1blwr$&_|}JoSXWn9@Ft;yj_MlWtJZ}u)S?&|biL*R zfb+irF@fMm3qU3cv~%bCb3f>e!tm5~Z`8Rw)4-tmAkBKC6E1b86p`HA)INN8H1x+@ zWuVA2x604L<`DU8i2PHS9&!-NQ=zMncObA7Ugu;uF%&2GT1Bt)cPso>(&fQh=dOym zoELL-prx#O#3(G~JI9(nJx_i#9U{)iD3N{=I?2u| zBP+y_bXHbnMK0rv>{V8FMj1VyU;pR-dY*fEMR)w}ci;K>em?KP0?@6Gklz7a11bzF zgeOlC^{l}Xh`2$34FpM{Mh=OUj}Q_M4a|DWp?MfMr){nl%==!9vi^`{bym!IFm^VP zEFC$Us9EAOTKw*2Hj(#86;0&pDnAZ+gNH#(Il@~x$C}R=zbEIa(%5R&`3}V;2fHyS zDLjdNo@My?>{_q=p?NOQg8EIt^7;_s<_eA+e@7s7?%d)Yiz?*ULJlmV_Y9)lRl1YTIt;st-+b&gI_C0=(H$CyZR(n(;fUM7y|?^WXxkJ{r&jmA$0txPo-|vP zp~_t+Mtr{U-slyP-v`rCXD*vCatU*xZXw(X+3Ow5h>2ot2bvf*%8sSL<7d#3X7Rb@ z?ndXCh{c271vF@Eea!@5SAcKF_$rbstPdJ}J}Zv!Gfzt1&~uUGUz$GcyPE#kV@#X6 zNo<&!s2rMhmiJ0T7oUQ5M1=%#*XmKQgcRQ+L+w9!{7wTg@m|f&Y8!Yt=)KrJh|ewp zjTYu`>XMS8w)*C#rirc`EwMQ}kaGqBntc$rPFGtkfsCvw$gojh3=ItdxWNqsellWz z88SKYkm?<~U(`J-Z}no@c*_-epPyH=r}MIhj^Xj1Jl8(!;YGrmynXQTQbY(J!We4? z+i^a1KMVyEGmvtRLz;6zO4xDMXG1yd-5&XC2lZRemgveWBo#EQE+HTGx{phc&2LZL zKOUJA+0VaRt~Y}!ejAtoy2;$4zM zde!`ioPCr6`Cb(piE#p0vAqx}NOGGHB6MwmI{OLDqAyJQJ*Jwy{OG?i*wu@gE)Sy0 zow6elmUr0vU9;qt`JKt?aHB8-Eg}B(-^Dcy%=f~2M8-2ofgmF*C2MXJZr~s#Tz1mU zvCU4c(h0O zXViDnpC+RPL=d(C@OJm}Sz8IbG6$6no+p`uc@`j%IXJ^fvBN68$nvouQH&n?9RrVvc#`V{iv4V#Obl-GKIP1}+UgU+C(X%<7io$a*tDA!LYZ$&u2|epe zy7t4*-vMaZ%z1Zc{8J15`JJ-rBN%#w z<<*KNvim;7?gs(8we`4^Yd-npyGQ|SULK)2q*ZRmOz-i*__D#@G@I?aN`>^)0(WSY zVK3L`dlcQv6Bd3%@9aJP;^=V6hHu5CF0?8&)bIgj4y||eBDq1LhdTkeow$%robtVhM5{;If$F@7GT~T;9-h?fTzTlZODji|lqQ4ov|Tb`q?2T| zvA9(T?JhN zX!r^YmG2QgU+`IYOTuf(?SnnZB2RMczM7c$bvCniE2T!K_)h7EPvLoBLE$|mdEiux znSdGf z+$29|BcEvBkTge9?T*`&8Y&YzpE@56r@Z$5C6=owmRBL^AJKW+~|o)55~f zug5b9sgLcRr46*HP1}VCKTWs;Fu;DT5sb-^sHex;pLEd_w@VFw`L# zw^+OF2C{v&Al_Z!yTXTx(E>?~4TNiI=`Ps3!y$hJk+a0!52eR3fn;H^pl2i7xx#Tk zt@5H5FC2yDHY?IJjSd zV+HLvn?R^bG<}h}as`d$C#kZx;%vdUj_v$NcVo@eRy2vGwCyXYH&9t;KJEPUChHs_ zuK+23NwQb6tf8jaZr8iBUeaT_RN^oC!h@T0Cyqs6?sf!+jFY2QW9!ZB^}%FO%3 z%NoSQwGR`Oanr^c-jn)x$>9COr8^u(1ypg32`$NAj9A+fXrc%bz2>;}^$lr+xvi%; zZD25cFp@YBMXVs+{blJMV^d}}TzloM=3yr7zkCNggo4T%bOSA(eOq!3duj3GIZu_~ z)3>1u>=#D#rg8IrPle-@o_(tgObDm653*U>p0i6FlyZoiR8GF$g(kLqM4j{9@#;zTNOdu5rVmX=WdQas`kF{~1!C-_oBis|cNX_r()64~gF9TOn z8x!QK)*bE$L>VQ0F`mb*8*h8c%a|9wF%cx26W*8zkj({Q1+V;;_SElB4=?tO7?lIX zwb5~Rhg_Zm9#|SnMwO$qQ$%de{O!OY1xgV*521og{@cgLV!d1KDeX7b4hHcnh13j< zYlw9+hofkpC7%VICVDjn6u$sTzM}V+ zg?ttoR`zwxdPClM%}2H`#Nc#|R;+;N-YP2u_cTHwc2_(T?_AJ@4Mz|{lIhDACq!Mo z##G70QGX{2UGF#kw&rbZWe3a4LhajL@=WYrgx+a;1b;-2SI#6P&*pe0N0iES{1GEQ zxdtn)!XTr@za#iOF9s?K&C0R6gGwd@#xF+ZL5^CO>!01^XFIPqXPb zaSG5%Xd#R?@f~GS_W5EdpWi(W{%Vjp=X8>eQXv56oBM5&2=qvEwrkC?#Id_ayK56l z%mk~63$nF;R`^tt0~2%C-TK^97P-3G1@qV5mn@`f1P?y(Wqh5$uUw$YLg-44meTG>LBh=NbY?lM5~Cdq48OswB~V{Tk@l~q zdW}-71=FQI`!``zot{!*)n$bx_TFfKNH3GH&Gvy^}8h{UYh&9Pcsl=TFwoVnQV8D+J_MmZ_@}iqK!}vZoC~4 zwrdufAkNlxEJT-SCdcGdUSu}o^Zcu*ekQP-Z!>(*~|AmtS88m4{@+OaMg>)uy4F?!iD z)bOoXPR&;2NX5l-`6@Sjao%iqcCH8QbHo+6CiI=ZgjE&7@H$f~OL+#rK7OEEn0{dF zULG3naAdHVTLv42T_Mm}zN4cmnBu^KgHNV(%x9_=9tove`)VD@qSg^)pI3<5C9~J6 zj`cBXhO(ZublbYdHlwqii4EQsexl4*t4>_Hp)4mVq(uK_wqzXoHsxR>nYEqdP#PcU zzip*ymXmVY51>K}zZoE-A!@x7u$1H4-^2yz-PJVI!=B4+A=f;$CC|E@1JxW>wwG3$n8A%b* zw2Efl5`XT1$4rC7)0q~Wqn_hMyX*ICEHTPaL z$F_Dm1QHqEGYR@7O0$LFA?_bnDvM_;)*0Z~?Bqp6ibnp~06swTP%fjht2YOI*^YV@ zmYHo}!$0#bi28$-o9OW~Jw+w09oxtasBJyfYqF>qyj3wb(I zZzk}fEnMFS-6z-@e6yUT<@cYH+3L6SGT-|V%nVPfZ&6Xe3dgHp@u#6V3a)DbciQY}j3oM(EGTd6}6Djx1 z5%#+3ij!?$88{WK_d!JXd-c@_)WI*0m_#0a**lf4+WAe>qN`^-HXwhmtw&62O#b($ zyhZfgg|3Ipj1`2L=Y{s=A^+Zwcv8qmCa+1o*BE#oQ;6+DMd zAwIr2)g&@8j#QyLT=9!_XFHb>Q@^mwl=9ikB5y%KLHkjjjo_3;QTo4I8TR#0ms5(( zE^9B(V!r*;z}V36dryrp`Wn8a?wzq)Juh+sy(k~w<)&iA%k)qHIB=aRW&WbwJ?-ejL2n-L|{uSh#1XQfwz zyU&D~1-@u8(3qHxkYl^-MUL6Jmlb)3|Nf5#P^1@I^`TeYQ#_`I%2kR_7dkj2JJos` zla7&cjF;WXos_%hnjzKr?{T@wWey+5yU2z>i#sBTA;7();y1_Xrg zF}nL}?J{WncW)E<%K|nTwMQZ-$?Wdc59@Xp+)ZllUwH6m_GI<%A1{383FXVAi%W31 zvvl-8DnTV9p`g83vWFU$K>niS{%=osA3lI30}xEZ$H!;C#$15KZfssi-1p@x6r?!u z6%Hh#3j|$l0A}F3SUHWsKt`&hqy#OHEw}JTZAlKzH^s%8pqzlgz(*GU4*$q{{djstc~wNnM^$XOfk}4^ju@&+ zN)ORK0&kHE^1Hvf!7YKE>`W~Fl!0+1nw_<8p`V(X!eCG?G60`ZyeR|(mMHdwJKz@s zXq!9+kWChth@rk@kfpr&HEm&jd4`7fKv0_(7Kt5d-C>B6%e*Q7dn&H~t;0b84uHMc z%)EziASa~Tz{d^}oo`CN+$iAz3pFVFKkjr27Jj1eG@23%xn>YAvS{rB`<`3fLfmSq z4;Q159e$`j~Nk6>O2DP2RVzo3CY?*z=AsnLM5BF_9Gu)NU5Wf z1L_xqPb}8=AHuAiw)hFPe5dnJfYEp;EFjRZ@LY#r6b__Zt2V6F=9hC{ZMK%j!MyYX zvfGE)LLv^J(o$fou`u5utO(9Nhf(zu0N`|hydSD-i-KtYKM}ymMtz{hDhh}}vgzq^ zK6GkoYOqc#{s-rSM5Ux~{QCKg2>`PwFb539JfH!7OE@o$CD5owIN=_w1C|_wYEmK( zhq{>nFn_2kaG)Io7(zf?lM98@LSvzD5&50vPqjzFDX+sazPB@d*$(Cj3Oa#4U#!`* z+WCG4d8nWN%g6T^I+nr!PFxZHl^0OSm6esz0<^`|t8^m)o0fpE9_uxChZ4zB&YfU0?!Wx3c~lqR^xkb4NL31EGI0h~k3>wap4JjWHO0jY!<6jk_XH ziqxT^fTGd?QhcZXUUyd)I%hF~`uRWKtd%tdYz{w$KR$N+`1tZTw9#XH%Sos;s;a^P z4Y1(*#xC6Q62PIkf4~4_bkDN6e##d2cnWI=G!2T`yml?R_|u9L0Gkl_ZzC)Q0i1LU zF<&LntrlY(cUHr*_ZomNVHr;IouD-#7(x60y`3+Utc@b)FtQqVpv&{@{`>oKy8J$< zmdwqYLI6jaEYY#G0*s5V{8zmAWLY+8D-d2t8K_6Yt=X5WlI zxqJg8;2V!|WuVcjQ zR0CKQHG+Y8)b{;P2>?nf)&~b<2b^J;!GHidLw55Yn4ik@RA}8JaNgh0z~B)i)?NaD z9IlG8C2Dt8wWdp;CP(X5`JLH`Xx0F!?)=;|5O7O1o;=A%Cs6$g!Wayue8}_Qb&=yJ z3t)BC6Bd39CX)Ly!0r%6`ClC>D7DDKBE?+4ub8bwRXzphPPkq*-*nU1QF}h|g+wv) zP{*`;G?~JD7ca7dq%V+vE~2vyz!#P8IH5)ecApPnvET(QURV*ldo3@D3=GH?H3Oy= zg8^HYUnbVquTv?}4_QThwnv#KfI55%FDe)Jp%#`1TCb_y-7p8AQ7Yt5cRCt#0LqOA zbT^i&*N%W-(=uSX{KX#dWd`y=aQY4S8(2&>l>dNXUueot5e;Be5p1l$?nZfCJZvQP z=h;$S0fZ<*5xut(g;e}P$qLxwzW2{&y{ps*&sbHPQ1XabRriaP0pb&ZYk|DFY#VH8 z+2Epy&A4_2t+8rt1N}rxGe>_8$i`ZQu>$aWKvYV6TlNd2%}>z=QYo@s@XYoGn60Cw zt!;)tVp|SGKlxQv1Ey9M7NV!(HL(OEEhrX}RspVi3rvJad$oV}{L9y#a$Oo&2)O0K zq4Rrh8(9*>biu;F?mD@3f=k}Fg8;agy_uE|PwPU^K7K3U}>GZ#X(1-vma#a(I}##`V0WYN$K~jtkU`>&{+lnBEIEw_l;9PB14gX zfWxBbkF5%I<>;0I4C-9E3`)Kk1y~5vu@X-O$le1u(hIDANT@ zTR~#6BgYNA^uSQ9Vmi$~#Q`?l{ekMn3f|hfqN1X>4WhNKHLOS#v#(wZwQ@SJoU!sw zxWG8}ezB^J5CG8HtnL%$nNqhc(8}-_^wZ4n`|@VO5wvt(Z>NtUm%z%Q;u#zkrn$n7 zLnwLoV$<2c z)rNig2#0J3t~%|VP~?1P?EEa|E7lUU%P(oE+5z-QD3%k35FC;++(&EC zQ1ijo_1UV7k>qb$2Z{STD{(D4y{X~)@Qp~Lxl-%q^y^o>me&Rw+lM=4JPs&Xx|v^ zvSZTj}`StH`OKo!Pmjp`l^7v$e7X45l}*Wy2I?L%kX_b3Ov2%VI!CNN55u6~41M zi9<%FI5GE)o@W5LM~MYcHc|VUc4>I-YwE>5x9JUL4gEgw%POyGZPi3i10o`?kxsn} za6A?N*LUJ<;tBe|3kK^$K0(38oCyBUgHZAWNx_KaWsma9%cn&|FurLw!7r&v$j;+w z3wTN#K|^||9G(RW$!VW}BS5{_he466V)uO_)^1ws+!mEZnLt%N@M*e|C8VY*+}d%{ zMlr^Z*Q=y`rfv$c( zh}}Op!o8p>G~l3V3!Vu;vLL|C6h5zns26N?nFF`US{UD{7!7(bXNHIlp6hj;yP>0V zSOMJ1b^xT^UV|%!R@%?yi$TCP7y=8DngOQXMgl$i0QkYJ8JHbP8P{G`RPdC;(9R;>-GwXgy?KjKw6EPh* zS}Z_o$$I;i@jtgTm!JEx$GHTc$*4OY96QdaM<8q=0H1v?T0IeFRL}_Zyob;?h2Yr> z^hFeG+$;;Wg@+*aMMDsgQj-0W>{S3KDg-g<}yip7EH=Q>dDA7NRi}_tBZPA02<- zf2N%*iSDZvyBmY4{AKA6{+t5*LdKD(DEy3i1DfF&I%l>ic%j*{fSe1|`FQ zrKSpya#6|;1loYpDE}5CSMOu*2Ei3q?w<=2C_r*~6kx=o zWWbh|7N?E-BZ~#6;QS%F_xmf72>^8PbZkala3N5(f#nvk<)93yu3m+5XV`{-$PdJZ zPhd%b!nti>J?P`qa=GxziUekT0J8}CU{eqA$4mWu)cX29czs>b)`oKvsYeS5!{-Ii zcCCw+szGF91%ft@z}S@B)06S~H63I^1R^1fy#aXqq)YzN;Fe-J$8~>M38kJwFmf6g zn?K{WF#xvVI6C@(fVScztE$TRq`;anb7`m$gP}0Qsw!P)VDNbZ)L1@nUxB_Q zNkZ#1bNM5Oz#SCmP(@!Et3n}?PND4rhzrB9V^bXY^P*WEQJ42*on2f~2ZiYwhVe-N z+=9zQu*=+l7!U=$096uoG6EN~3_vZw(hi5B6(2k%5X=a{{AM2}LCl;6?C#+>$_JEZ zFbq_PB;AD7H1GB6RUcMWGgSr1@IgHM2z6bD`Sy=ez$r(CjYVs*sP`r6W$o?#PIt16 zMB1pJ^@B<+_?G4Zlwi!F@G%SqH23oFvBPRyhvsF`e3$lI9M2;Aq5n&O{pX4E|Nn{q i{uMfZ(8uMCzZ6}s&nLC<{;a~l1FLpbwMf|}=zjnQpbt9$ From e557b461f2d4b06d1ed065d6f012995c01fb7be1 Mon Sep 17 00:00:00 2001 From: ykawashima <44265645+ykawashima@users.noreply.github.com> Date: Thu, 10 Mar 2022 17:23:42 +0900 Subject: [PATCH 14/73] Delete crit.png --- documents/userguide/crit.png | Bin 66174 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 documents/userguide/crit.png diff --git a/documents/userguide/crit.png b/documents/userguide/crit.png deleted file mode 100644 index 61df4f687cec6dfbfe8c4d985d74264f14482ee4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 66174 zcmb?@1ys~u+wG{dgoJdrbax02UDDl1cQ**4LxTts(%m544Jwk-9U|Q+dC&ac`@P@y z-L>wzcinYo;X;OC=Jz}2InUY8e)c}$ua#vm(1_6>5D12xEL05wdExR&x**H0JvvIORh*y$p(b#y#@U2uEiX3L|w|aMoH#5u;gC=${Zv8%we4dq)0-zLq>tXDq_|mLwHmVd_GPj0sH%!8t$J%L#u~}vCP^PD4(=yzPe6|0<<#d`btOwV^Ftrr@r zN5{Us3^?v1xcZakR26vVYtZKV+&J(romPcGcxA`E-j=lmB^nyqXp@^&nQ=$^k8}7h zr^<9g&v&P3z=y=d#1INNQ=XihxPQ?&rIpWDd*O~k9pLP>8|eX$Mf|LxEw@8)Zx$&!xm3dF!qoi`rBZvIL-Ufe`bi1KwcXdpd%wA`-7WF z7V;>GbJ>k%^?>qzN=SGDsj91cE`UnZoRvk1PQr)I-gfqJRP|f%-SGg$)>Ju(bSycB zpP!%m_Bdi1zZ1R?K2gfTX^5>H-yE=AX#7R&3^m-U82QvpE6ON z>hoZ={VZ4O-#=;p%&n*>8DwQ;C98g+tLu^1!2&k*N9pP!nv%Dd%Rv;M*$lhGaT(yV z&hp{~Dn;NGRd;u{iKQjIJ1LhlTG->oW{;kejlo9{!)EucL}u+O(;g&zkG$u?UI)Dw z`}4=^vEn(eK48Ma!{PC~vbPs?ygu-hES4B09GY{XSFE9>R}c#VP;>y9!arF2{^|(` zTxS;-Z1|0Cfq1d7=$xL`u2W?DOhZlmcz3!|#>Is*Ppvo@^?RIvpkUYFpn`+$&Bgxl zZe<7BCm8zT07X!gpxYmly_srAa15F7+Hkrs3MQtds*K*|))q=uYv1tq?{ak_G&H$t zyXj(U+#b-$*G!4t4|kWx^G+SBN2@(YM@P?uaEKZoJwc-6~4SxMDMjFZX>S$G`-kxY-VF82{ zvO%NsBfF`xF5$yg8h9@F`}c37&uPJq2Z%K@GcyxAyQlp8{6CX9pA3Fx|4>-SAR;PS z?f=&mq?eWQh9w-1I!kByCpoqn(;dEpNvz2nrXh|!uR}Ku4@X{L$lBds@3Q|)7bf6$ zTnGj?X*rY{_Cmb?g)9>SheLkueR4uEkCo4CCG7x zaPaJoBt=EjH5a~6aJD)lo~)8mSYqOHTAc7v7YM|)iL|MyNphg*qfU*c1&%r2%hpW{ zlltbBb1iYRVTLLD);~Kjv$iUG(>ONw8=p(XqV~771Th!Rmk1$RzTtFW~ zR{E0az4P7NTE~VE`^Qt4xfQ>$bWVS8qCA;;lDC0Zob+L6@2Nrxr*F9cI^@c>49n=; zCPo+w?a0oZ3&~e7CpQvsBE3@^B<^k{gjyt@ zL=LXBZM{ri^0PUn)JaPbaZ6h^S36pbN!Hu<(ve}<3s)+wZ4IsAz4z|mXQQ{utyO#* z!^T&|u@Rs^ZQJo=jQ#!F;>f(6 zgBAzXz`$U%NHte}S7&1T1;844DiMRfb#TdJqX!)AEP^nnxNb%27#33XAdrguO|x&! z>%_BO4(aLq5G_l3j(B<7NzqR*+01Vnt_zJWPw?^at*6R}S_*cP)rx!XZZ40v#%R2K zeYI?>e`z^%w!eTv^Ts{90;3NOjT||zD?~zKksJDU+u1^%yF*3;{!&d|F5mVLylN#w z9F&CSvF7LJgZv49O8_gvVt!Hb+D)N{hlew=vXmQYo(KePIQ6{+*)(~Wt0=a z>)I24c+m&O&nHd2CocraD$nXp|l%BF!0x6J2^S>B7)>NipZ4q{Tj*o_~Jhrza9nD<9X`1`l+oUipouCA}E zAKrmoo}lLg)`$Fjy1l(Uj(}_TPoF+b_;sk9oSue${!9R(o#(5#XUD|Hh;RgE=|(DQ zoLsx@rq|BszriAXUUGQj?}PC9GrBZQ3TH*(rUdn)IRPEi-)8f6YHYrICq&CeSM#UGG+E z>owR;GP!S!K3ZB@nrRPcfo#KIJSyMD7|)|GbDnsc{*^#CB6urdM>FFq1I;r98@sXp zF`{0BBSwlM64)zP^y}eM8YfG81(Ny7;UN|`H@E$AyJ7jw##Fg}wZ(TFIIh77M*v^? z4UXj=@2jdf;K&ec&0FL7PmO%H>B@}Shyfy!c66+GA7nOUs<4P#ppqHmwd8}m9Q4pO zcQP}hb9=QO3yX^?1WbJryelIk+Rr{P;mKnC-xA|R4>**0!7~c3jtDLQ| zG6!gN=IfiM7FMySi>}(pscP+ZHRaYYdEce`)VCn9qPDS>SVTVhb7Lyufl0W-B z1#?LrqPM=c^MnH5Vz! z@SGNg2nQmJ&xFvhf0lz6CumJhSu8;4`tlHqgoNbk@87N&9VcZnY*o5^74*lFsfqd;?*o}* zyBDAl@Vuq4Pqs2OA-Sakop_m&CX3zRUS%>+aa_+!c+@*S{#9Af_SfC`*ci6e@E2A6 z%cIp-pOTWaY`buA+lmz*KY4;pNT{=a4KkX^c%EFchz}RU1VCN^=M@N_{Y>!6iV5Vk zD6TevdZBV3K<$qppz^5D7}I8CW7A?L?Yn(Rhs|pM(gqq?*UIyxAJu1-0xWmTn5EKQ z(y>}f)$Dv2<}EGR@rq9Of9a@28RBJa7ZBBCGcqzb`1uF2UwzQX+_W2V0DjgOD7{QixQ)%r-5KA~%Rxa!JYLkIcvD`#gSGE=w4<@+? z;pRxDjD*A^us>GWO|wn@UZs(adg%NwdduASrq+af6F zg~&xqZWzbqI~_k@m9KL@qw*>t`}HqEnO_6y^lx-$a<gwuO*Voh{A_fjV z-rfSf7ke*WGvze<*(gEtLogw8tP7PF_L$g28CYJuEB$REXMaynuEG8%^;n4*1lsj0 zr-E;-cRYk7a;lUTS;MNM6j#lOftk}muqI2bay8_^}( z|F2ra3{*tkM=Os2ixN>=%j50mXMVWUW<8b@_BuX1gL&I@k)kT#E={)9t+xA~D1bK^ z2J5xlEr!~QCc>!5NUK*V45dW>vVsW#7cUeP^sp%wCjdf2F^x}2CLFfoG!6~|AZf|is2tST*`m^yUO7avVTE@bSdb^)7;VfyoaY*oJ)k;tKVcg3@_U} z4oNpves%08&LfBY<4OsKu$WiS#{i1-4W;p~?(Lz2{F}YbBP%E<2nrRc-Kla@Gqap} zfPUXDxp&a!Y`SIEdIqKX^YP?5A z=fP52*+O{&B1ek@=m1bV{=;DiDTe~)00AJEbg|Q)IWgZLLkm9fQe>)6>S&lyA)^~L z&Ilb-*z{^Ntt+O3azDd~pMih{AUG#454y#O@v*qLcvxRncLJNJ2)_3AsP^B*NI)N_ z-sqR@+<<{{=BA;jsQ(j3q=2X>1#LC~9|jN+7_ykE1lIUqqun_JyPGBFGkmiIx7zw3 z>Tz~3=PUWV1J9~X7}@CG&~Vng+>!-In+n_@f`w(yV#`L)bY^Ed^6iQ=G)Q6SMRzF` z!)nJ4BY<{4exqRqC`0o$btY_3H;ZYiw;E0u$K4{}mqdNGbYXqPDh%UHQ+`So1}lyQ%^Ye}s|3TPKn_-~2&7UzU%AFq#H$0(WQ<}D?`mjgL+F=<52hy*$bV^4( zjx?+;V-e@>rINqV+V-U<23GR?YSLx$vIF@%q_iB77E&lhNj?4qezAGGp03Ku%23{8 z+i!A{m#>6{)^_<@B!46YQd5taJ)q&#$QX~f`sh^C}TycnO9`^jE81AyN5x{?N zL6p;teHSAIwHO6h)zaQR%42tm3g9bbEb`u;Dcq{BUqc`OFm_g(4*+^Al-p{UQb2$Z zi(KTH0H@}Wk^9Rn6c753shE(Xpk>#RC)DGu<%Kw7n}aknL4p|Df}~mDFj*3T{4R44 z7S67&k0F4p?U|aw2V6o`ZS6Y^rm(OuL{NJbp}00JWJ#M$c>V2r!^o7_^ApPCj@S0t z*x=20*2Mj((=W+~CYgqOH;=@tRaqYzub4h5@xov{@PCC=iPG6a}H$m<{qu+rL1fdH!}bDAUl z8Oe+V_#jIqQw#+iy%*pV&3W+ApfG3|*S57Su}uTRxdO0vKOp5ME|wcz%;6;wDk|y~ zAckEImqhn(vox&A&zxyxI0HY8O+QY7osGQDZ5VZ3GHM)|4YhfQ?$75(-5CbhP1y7{KP5m2PfsnKw1@mfxPsfBN*o#I}t8k_jQb@IZHI z9zWWt|1TO@D2zC+t$KTgBrRrs@Pj1vBl!*aw(AE$Y*hylLmB|)zFB+~IvkCAN@R19LW&8%ytHrIsBRQG4R68N60Jvztz>t!XP9zBn2vCZOwn^Uz_?*ys9xQ|_ zrwbKlOar!`1iowlp`w_|g9?Zy@O9YnASUFoqp=bAXE;3)Fzm%fn}7a%t@>3BlE7O4 zcf(>-Y0Ufz4&mVpcV9;eySFm-4gveY@Y?@RVE0;RvfYs%P|0AVC^TR`KJ< zkAO2Q_chGa66$;z(Ts)@4&AR)D=w=o69QG+dr8&v^p~KT0gz_GS{x4fuJv)rD`lk8 zM^Q7%Z@#{|`rAf+4KLSU~2)Hvvdgr%jCz*%6I_5N&7{BMorBJ(-Sy#r$6~F@-rwCI;Ao@c3iWe`x7}R>Ba4LWRRbjPE% zUAe9l)3VW}P!VSF$$z59XGi-IFpQ?#N~)keA&7v0P-LWyF3lBq>kVgc01pF55UeWq zZMD4o{4P+Z`&}ML0aE^5ggpn>Nd(7PDekwQ?3pDJdtu`VYlj=z(Xh<6(ZU=|2(^PwUrE-xEZC)it5xcZtX&7?Q8k64idwBlxaw5m!h$J^Z{? z?R@9NYjWThrat|ZM0PLt!=DW_I=!L!QeOu;ZfPSI-E>zR8}*r=?aofN#gjojFjz@W z`CRY=f3A?A3pZ{}P#Z#%r1$|ULZFAi7K-M0!Y^&su=WSYnIZ+|5p*rWbcSymkx(Hz z0X zZu2RK>9qn-7ScJ#DfXDbr@hpssqtfKDCRJqq>N8QU{IX3pcA|PF1kiQh7_;wn$I9^ z&6ClaNScv__BCQK_FR^C?$}PAUOhRhMvRHfN3VX9m5Df$Wn4s8y~&~YiYC9}XoYIW zjSK0lj(rjrryCrsDKmNDb4C+%C0-Y`C0FQVwHo?h*qKS7e(cJ?P!?2L3TF>@q88cf ze!gxo7L(Jb*s0@udlmiWEk}Gr;alJFDMr%fBr5kPU!UrHR?pV?S6hS{uSRZKh^M}z zQW4)f3*UTJnDJpleff8JWwO?w_3J$?WTg_zx2L7a(y<;d@rP=`>zw$q+rW*)2~zZ% zOVsGSH1y>m@cv1}s|IHH-IYr{9Z2947>%G-ux^$Bo& zo6V1z$#~kAn^Wt!kvc>jk0-nuK4WRxWmCEMPAyMfk+W9))^sW-<>zgAro^JCSswJE zaxpZwPO$Y$-OWSa?zRtME1P8L0A-Jd&v%narN`9NN-Nv|@8LE;LAvj+&ydFx3Q6Tg z)s>VPOva)!Y?Fgr5>Am%fk}8h-8rR*}|g#&;rzY)JlQ?D5)eFd^|Sr zOL=#It_RTe5F_27$HK!)ePJzFF6%}a@Zl}#&57a3se%T*hs7ujV+)1IhZ|72BSg>o zi@c@qKAYL!coi0tg$vOC?UAyVKd;v9$m0Y71Nq^uFUw|}TxWPl715n{t!9{IlF*!< z9AyP`n~dgElqD}sC+Tj|b|aCI8A1{rufDf-G;t$Td*{j^!ZAvA%RtkTV+3pRF;YB+Q58p3g4}~AKU+0Kc6pzAw{ zCyUR}N7(HDBiT=rgA~l_k*8YeBtQq={`(8O3tg0yw5Km?jWF3PjyBbN*|PNTHHH}7IzsuXQKt3P_fF5yN$(A72rYcH zfdPlZd;k#+)wYD+b0=b8ha-dPqH&rZiUuIeMPC6bSyvVy^1W?_IJ3=1)n~TVPT@q; zbXL8r0VjIlCT8#k?&%5kevBL$iI4(bzrl{1_9vQaHWB5DmUY@)zkvXlrJMGv+ z6!v`ex8c@OS`5=*tkQ}NBXR9mYCvYYc5tj8T{{U=RmnH-HUW}N6A!yxZ{gl*r9~fD zJM3|qmDp?QO^bwTh=YZlmp!C@Sz83X+c8?}IDvuNT$*qgLoqjHXuQoi@j+mHL&~7= z*}#Fd>Wx{??PYKY|Gl_Xe2Q^M7R3k+{Rgg65R=c1_SrDK zk!yK8H@Ci)BjLS^$lvJpTi^EwEG_{OJfDKt=pjx4X|cp1`dU=P2-*fzjEu50H|DCB zI%;Y-w|94|8yjH&%&h{ghgNwDpw;~S{WXjM-v)|-hG3iXSM!KBVKJ|n+q6jgE1rH2 zA=S5~RrUDA<$mZG**}YLXZxKO5BvDiMUa;OGWrp>=V^EU0>Yq-XYW|-6K6MF%8CHK zcZS@>A6MF@0g%EH`E#(*$pqD)*$X;N281Bsvyp+s1W*cDKy*SVCM>LnsXic@f6fqv!me)M z(JbJ7p0RVIN+l{cSbo5HQfnLDR{AxS^F8a%jARvTrfZo$i>A4 zfM-%#S{p6qLAS@qfMkUzDBQISvT8Gq1+E6B4}W%JZ;-Vb7?*i-5+T9N6stE@qD%AB zyBLGCY{=PGIf(SjB-U>K)s|4sRO`JG?Z>a=sAN4RFYx5QD1Ga`5zmmxWRG3>ymbj>M{;(Gg@RfPo=O>OVPv51nW_IMdg1)tOK+uZ3kl3=@^I!LV z`Ch^@bDj+G^yV!xb_>67!6hIKrsS*L1x< z8kCh#u(*JT0|IGpZwEbuinArqMiUSgegYvE@eXcS4kTF)ym83icXe}fIr%LIG%l}t z#M2$Y)}WiIfWCvO&( z54@-WEnOC#9mY-77s^XNdgJYg1n`3>h>0*M zTRK332wYT)13+rNQ*XU6QhMt|$g8N{AXVCK?6D#=OmDGjFNxoO={!*Tknur=Tj3}9 zxN_$^Xr2O2J~?JNEl{EXo<53@Q?hO^jKJvSbcJCxC}bzU0;v#O0S9zC6=Q*sppWFd z@)Gn05W%RF)&_zC4&HI8cUr#x86cu70M>o? zFSaiyfu14MR&*|dK1QEH`!nX-rX&We`|DARGR)Wk9dYe4!pUN-!@G4err~8D7+^E% zaFqwTEia@<#5T_jYy`su(&ED0!m+Rulfyt(p7b6O3P)@_6$VRRR(7uwch0nry|Fk}Ti+-u^yzx0_N^jZ$M zOt}Hd!2XYP3byzLCNh=F125T;(@A%KEwiteRvWszvMAX+YzO+^c=EUA^|@(iXf-4W zLA>*8xQ({=qW<>G^|-YkG)LJEX4PTG5s|E>xwNBL+p)Wosy1e7M-9FZgazDs2+|?j z2qtE#J52t=`mQcdkq441QF2>SS;5MN6h{YYh|CDEv{+j}!gdPs(u#YbEBnPWLqRRz zVPt;{CjV0s+_dyfv&qKRFi-_(iVY}1o6pb8jX*)x4Laq!t>U4KJ6zn{K!&!ul6Aj2 z515MWZQeB8T|jTlG`TT=qCC&n$O+8()=V`Ggpz>)83>>HfPC=!=N(*j^iMmd!nznY z_l5YES9@y`Rb0RB{WUuV@^%bWks%2|0w3Cb-E3YV9K(QS-?whM0`)b<^~jn#lY zEJKT&*5HxA`}~5#ML{Dpd2UrsD&KXXIWzXk&j;4=IhN$|#95GzU|SQN$Ab0|i2tlK zKU{aO1}T0o{iU}~oqD`>?-JauUsb$b6KBA2enE$9sy%M{#xmrmzvrYqEKoQz=Q?nC zqeJ}39cg+L3DIAe+>icdPO&3L$LP;fP?O26Vedul8P&{i;+zt_ot+*^z!j)0`;-hV z76H2CRrYI*mZkoFq|1ZFQqO>}YrgcIxkJw4tAR*Xch@q&tyXbNb|^TW@fSM3*?v~O zC)`ryPi<{?dYw*yTa3MQcvyTXWrzsK(xdfH1fw;H>7%MVOgE~iI20n1YwO>`m?Ij2 zN+zo)ho%*(CYEV1@P`jvT4>CW!)SIB2J!c^!$VlDf-P;=r*_uKB%q}rZBKd>jv)Jk zsW(TwA}h9#43x`wjC82103kp)%&nqqXJy2Vd+iKU&ASdik5xBeEbSd2<*T7KNusV3 zi{wZ^Jg842+(RQVuny>1fb8KcFrQe*^_G)T1%H_M&JqKl;qY(PIEryC{^ zv`JN;-X7ZW#Wt^N*8P?*P{a+inF`XFE${I{d$hTq9m_#dbyCs3#K3I3DaBYp*Ry+i zngEcGgo3Vlw(#bbQNX$8ql9fZef&1%$^6!Doy*gRSEci!{N9f;J!PBA?kb93HT4^%LBvK%O$_Z1yfkY z+f_xU`kv2%+LuYl4A1PmJ>boxr5`$K1)Yn?8(zJJsmXTk%VdW3N3$qSEDHg;xi`5dph`#rv7eXPg3(Z$@q3J2Ll3<=*rjx z&VeVsHTVV!D(9eEJ&G1e^&T}Bx30xu9EnHekFwOJhu63S^KeiPEJP($i%GTB++0{$ zu^v`MY<$_zi@TDW*_kt)JY_U+?)^LXr5#`h5c~A44}lJ;R1H<=eE1t9f2@8#&khf> ziI$$Cryd$lQy~D{@2i)c%eZX+7lc!@k5QDZBbZ>{S&Y-OePr+IH|o**?Dt0G^1sn^ z(unNdxURae*LMb~EO*tNi9{djGm57x^s8)sv;D?(F^mejkjCMz*XMyMB6$Kk+zCkK@Nk8BUtv0>cu8Cws%6R&%4H1v)JTo>l z&SCY-ya&at_xJlHf%mUTPWvYFig0~1noAT9_TM71Yd>V?^D+G?+MO;SY7Z)Gk-qrL z(Fe7t=$SuS7>?8%SBvMLvJ@+NXM0&l8^6Th@^jnWUMhE|jSoB_NN{uJqk4*8pytn6 zf-82lj0owps`LyF()VMzz2ou)WR^aAW42;8)Y6DkPploJS*8yu;dpd!(C}e-1htwZ z|5F48x~(sP+E`4?=uC?2bwGB0^x95mRJ--=)n0f(pU%Xi)D&9%VvX*gN!10PBa~7Z zuYN{WECxdZdKplK)cK+ZtlHYeBzZ=!SQ{GEYT`L7^ZjwIo7{}XA%ipgvpDN z^VmyM`?E{Gd}$Sb(P|?P7Mj~O@$l< zrwf!wWb@TPPYP6GMN2ntR14o+kE1$fj)}7utO0f_IKLQA^{LUg zoL8Gee7Mfl>{!8AbXt_kp8fWk8$1;%3%u`}2gB8izSdGF&a}u@oH|-ltEis&YgT zgLr@hc|sG8;8jDuYUGG*(XaNUH8K1n7b2Hyq$)ML)7U3sIm${~qvu=#Dg^!;eM`$> zZ!~wA&@{vIS{r#k-WqC@pnYeE{KkN$S?8g0(2-*jU~Aat7e!8?P%f+4R(R{-v77Pp z_N;j|Jst7TAs5h(Sb=dr;&+Jv_^GT}m!h-m8d=n`8u&#E5|{IDnjr5P-Kp!g>hFRj z6?E#?^%JwF+UvfJ<_1_^d+l*Kd@}LvJM#rZ_q1ad;8x^Da zr;%!HdhL?>j*N^#Ur)mdjWvLx7wlP0%pD(xfo(L$zsaB?*g!YX{_lFzHB&ntXbI!} zIPp*^*JfmnIrqL>5BT%~FOE4&k3DFuEh1vSR98Era7|$2hB1LzV^bo#?25@)`xiYi zSbZnqsl=Aphs*UTD^lt8RYf$3;rco5Lc!lbrknW&{Og5F!gMSA5?SYGy5Vb3TFmtbO z4*#X&f%k=liwOJ;NW|S*wuG^&&qkOVlfUHZUEJKXA?#ubG^r>k9{j=q{aD2tC!QFC zj>^RKs0)uS;Wp9HsV@0*EFK_qw$YN}m$@*oY1EmBPpwX)u3ldx7ZSBBHc&nP!bfc< zRWke!SrNwWXR0y%=QY#Yk^6`qCjzySh5MlcN1ZEIKUH);Cr75fr0^XYr=(9WvR*T( zYB0$FJX|&uZE9wLz|3tfW~~Io$h4B(K_#@Rf&sz`n*(QGIx2rm2?daRysqh3JDN3i znXG8wNHkj)Fg`oBFX+*z)8?eD1&Io1WD()baG*`?$%$bS1a&`BZKdz9kb{rM9qR3U zpwr~;N3JkijS4gw@skfN>2x52Q}6u{EfXcI{1tVMEmp%W^7jiNT-9v@^vNX_pb~cm z{4CGM?Sm6AV4(+tm}c6q*?FAoV?x$`jEpyl2NE{7CGgG(>#jeiutF#kDyfO8tM+ar z=)ZKg(w2hjzQ^Ic?~~uZ*RQugA!0s6A_fLc+6b=7j#7w3UR9o=nLG(^TR0AUxhp^K zH>10D#qbF9E^r@&)A9z3nBY_=O6DJyCAglvsQ>o%R^V@=*jVBBflN=&CCH3^8mbto zw^9MdH&!O8%QwiX8YNAeM@w6OLSm5`!rBs3`Y+_*V}e1zK*5l{+kX4Zk)49cJ&L%R zkGrdGl~@I;P~f8) z|GugySIExBDjbxEoOQ;`Jas%9+_vz`gFZGVUoei59Q5&j%C{`&-K? z0A=vX#s;FexOjGM(e3p}M#-T#`2v1J5|$KTktYL(03q|Vc>pwVtG$oS@CXQi(t{Xc z3>lf533ixF-t9s*@@|p8K?ViuiQ@krG;NV!TU0`nI;Rv zY?$8COw8%0rFU=OQtua)e|s7dl1IpDR5f+L3(f9BaozYhaZi2B`FdzB0RHg*_n#&A z`X3}mmvp~Xs|6mNCy*rAdnX?UI25&a{;9{|3?di z;R>Q;RAWZ!D7o((3^%oplf@xHN<4ELu*W93FuqLZpkxg zr%sW8*W$>xl!9{;*N)G~&11m6j^Sb#ruoOB!fWJ~rvNvjfVZ<@ ze)^vd3Ldeq7^tu46HI|z61cwLrni?-(`i84zgQ-7b^Oziv?D&;s65T=^cZ3CI;dk7 zk=@HZBtAY*`G)<4dRCQ2%zokF%0Z|M;l^&r0eL+nICq*mF4gcIXJAE~*iw*O%Hx9m zJ^P#&X03m|Im2x*xa+)||F%;^*E)aAS03zjw+e<8)dOjhd0)F7to1Id|8Q1l4C~%u z->!DQtI;p{wx`K3C`g@rW2!umk&k2C}% zl;q^(KqXyX8zYsTVFveZdBfj_Y>^@Q+_6WR>m8JN;;o3Ve z(6h8eu9U|2TnIB>Vh|YmY;Bp~5`A1;+&T|Z#xNMHwxm(9;uy5iJO}d3ycC({gmhM~ z+d!$&Q2>k~t9riVm_}_MfNR8jpO7NYLOkSi0tTrAlNT->7wz+rQC%G!lrQhT9cj9^ zd>Y(Hj1Y1#g_~W0QYUw@`%X{veH`NAueEVkPH)3^b6;OQ?0l%*qjq<5dd!VGq>QFO zi@)b8mlq&;oBogG1Kp>j(*}lACWZuYuIGGpRTfzF={QpsY#CTze#`u~oc9b{^cQdm z(TaJ~x}%TD4!w~4AcY(U>_ZgPxYfT$m|rtqT?xjw&op~56Z1Q=xTEJ-{Wnj=|02Hv zDmXn*E;!jo;Q?>Qxti$Qlu}mafLnif}zx1Fl-v8@~0RWVZi4GH2o{PyOBVNKkeNCWDa3aYM(#T z!1c%Ld9cIG$%zd#IwA1a4GoQzXfm_t)uPbR(b>)~{;#%>Gx_=6{{9@}jzFODmO1@1 zR1LHXBBGAJf&L17!c(AWsxR z&i1*G`xeB>$qDYo2zCc11Afm_n{1k`FqOcjci2=6E}IgMEFWA^-GW+ZLFd0j(#GZm zxIj}Ur^@31X5f=K9Tq0!wv6h(G)x4H^h$25m}I6{08{xqpyDilCcpiAy1CvR_H^r4 zAr_Fsy8u#(c;62QWn~o<)C119#-6AbD5~mD)mW)0J;-`^?$7Zu;-T3uG-7L47gaxI`1(^-iL%d{vzP=7z}VH;PfJb?skn!8~~pUr+fj^4YvUs2i@^% zmFtB8*?mzx@QJ~_vSWoR6mVZ77_OeP?O$-a=gyf`MY)iQ%@LS7YnEPM-Yl;Um>d8@ z6bG0LAn+mYxIKxq^|7~Sfh&B0M*k56E;ASPyO=1l$y6tP7Ow+38MR*;w6_R-2Lb0j z>2%dOH1!w|4Zz&R?M-VWB_$;*EBm@`Z|iB8FIyb9PDPkvhn848{n+%0(RZwVd2BhY(0?R=ge9wU}mIUUAX|;W;v1(4Y%|HlYl1KE|3EC^hFY26Y17uu#Q~&;Vync z!lhRnone<^kurSw67CJvv-vw&syzmxX_CDUINfh94+ntj+v7_dY~Jd0{6Dk+vTj;o zh6F+(M$C-y>uvjECDXY9hDQ;x+`e^R*Gau;eL-I*EZ9lyV z`d%JH197)Oi>H!9+W&0Db^Q7M8Mgm1BRI7*Ywa-hnDk zL#nq#vlM>v!R^T)yZ7aySE>K<_XGy`J!{V6B>!V4!2}-vx(!TBOj#9`X`TC>VM8FF zgg18W=j$=x!qMOp{8o_SbHTv@CHuezTkW~8CrgV1q>T90)zu)N%1es$o84akGfS?O zrT5pDe&fK^d<51T++|ksW_x=(aTp|QB@-YK6=DZJI(vC(&ljwTg8u>)UXiOf_;f~Q z=2w=M1toFM(|n(M0NQ^Kzre90>&tAa04hAs~Q?Af7QeS**zhb1q#rtMuVv;Eic{K z47zUB@L0+)GD>jhEf`J=2U&-Og=NPBV5(E%OF9hDG&M0XsoR|f$4G#IE)Hz^FA`bJ z<+ZJ?E!*V>k^gXLeKP(ACaA)-1xRM=x;gpz8-@pHsmGJl8@R$^Oh(xXf3Iy+sz4yk zjlBK+F71H63YE;Zm{!C=bi;kImV}AFH^VzOywEB=udAmw_2NT)i!l=(8n7N{{mT2(AU?84;AoCf>Sse=K>*}Gc$zKmBt@ROPT+({lTg@cLHoh=EGkEVNp>~ z3k%wX#YMYC;R?1zc7S?;!!Q^=O1}z}Z0Ci9gw}vq+jbD{lLydv(#OT!z3im*k@o># ze}8`>+S#>tvoy%Uwu_Q>rNdH&Qrf-Oa8I4JwRPKNZe)8OaQJ{>9ssIl7jPnk?FT-L zf3*{NTotLQ9enIgQ#PHT#4f9jd`K1Hoj*T|R0Efy;@(EgvFO68qjm#U4m6cAUKT3e z7z@q}04Ty`YcyM)m8;Iw))uX)_2e{k?jUfs&Q2TP>YkaIMzzl!Xe#_TAR@sj3R(`c zA&5^k3{?#c4dJf`0Sit@F#r86zGNRX`ghNDG&Dh01n{;GfUc@HgZRL8sYU!65u%(a zX1HAkJ~40nB&WR|jEtJvvuDrX#z6bouZYspJE2#X0EmF?Ro!ojorMLRD+L|&&r2NO z$6 z#%>rkB~Hg6Kf2uC`rzT=bpjPRI6Om5iCoOA7sbNLs%Ly0N59^_xc+7X_)Iy0CuwpQ zwC&|Pc&MpubwDo%K5~%Gq=fJpS1xQ&#)o|>_k>P@wr3BhUXQ;sWOf2mUz_iFH?X?6 zZ2WkBEADqmHZ^hH|LE2a)$iLUQA5TRs0N-3RYb0ujDy3XUb#D?q3y2y^K$%he24T2 z%+hFAtx1y`luul`xw=}n5KOkOT z{_P2TfAOC_y#rf=j=ugY6%{OEV&b8Uz?8VSV6Yl2EG=`&$`plu`~l8F4-XHZrZt@? zQUy!)8C*94gsF`!Ej^(11$sp9b8~5cyA&G;R)JYms4&{r)>gh$da9_n{(f!!{{B8$ z(2X8gG}+1O|i>#l;ys+;QM zwYq-e>njA8f`BCi*Y|=h|F}8t?p5%4bTDS^Bd(l9v6 z0>0|M2)b1P>>}cQ1R>#f>;-1re0633@uQqN?(o4?=`=c1RT#Da0rKTKIOk(rEEb?D zfLSJ(=6;ca+{49TjMxw!omk@U&q7dU{@^^)F&%d$atGPUv+<_Yai%Lq&Kz0NB%7?HpsT$nR;E0SB zaHPrrh;9H+m)BS^@L6<%fxKh;u07!9anaKBPf*?^CMLonBVPfO9=vmz4+Oebdo?2* zPD>)cfBy!jgOCDiXn6*`An=xp{13L?I;_fd{T7~t2uMjQAcCZ{N=is~h?I1Q2#A1$ zbjT#6krE`NyGsz11_2R}Mp~t$Q}Vmt^*iUg&h>p~|FhTHdoAaj@B2J=jC+i6yYFBl zb||3d1pOlkya|xkecwTs*v%O3Pjna&l~CWo3k$lADXjGZz;0btN0X1*Z6g z^}vGn>c@88aFzYu&`|tmwzi0=&z-gbdao@EC^0O3P!tgd1-BxEeR;0z`i8{KNK_4z zMgH-)(=|gkc!}QQ)#5&;QKl&68TFgH7nY86I0bE=AD{76eq#6jD6N-Qd@>x9P^9=7 z>hs@2KJXNQr{y@;?5{r}zczVTD)unhdlfukg0keJTHD*P!44^5;sGQ9Dl8m==oi@e zxS=TqD!5a|D$6L-zJo3OB`;3~j9Fs^KmXe6FG{Yfex%fN$o<%+bM+xj7S2{UC_Oi~i!dvyKy_}J}tysqA6z`b;(#k}rg zP-P;z{H*F~a^SSLH2Y&gEM-`6j8Q;?!nfi&lZKHun}~?Mh;RKkf})~77>Xb+ELfL`1_Vq*2mf9KHa9YKN*YB$qDlV}===2VOrxY#W|_*FEaXawE~eT@@Pfwwg` zqu?Ql+~en;Us?HTr^#oyCG8GAy`J^XZ~P@0oyO6ps`x!@7J`o(Tk`1u(O^6Qv504@BsM1YV#IR#K+i zxq^@XIyN@eSs7bub!Wa}s^o>mvM!Ya$8YOJR#MD4b3?U7)~ho+gblCXbzNdBBX3!H zuPn4{@}q8@0Zr0M53+PnIZ0_~kZ`Q?e>(o%9dnD%dWgvjYN49Q_32Mk$_bqQdYq+B zS*-^lg(h!<#(5;Z>KiOc&<6F>xjeRws#ZOh&)PoucCWPUCa1`Li-z;v9|1Cq{)HbV z(nsF9X69Z`2bM&2jkW7#h8-=quz;lc=zd87ho}B@36rG?hk1baxj_R};0F>JApa>}9k^ zc7Iq&Tp#4Q0B~g3C)#-d%M!;lz1K=r$b6=cZf*_h0_P z1=BR>1_?omRhz7>4`493uGt9QdYf%Y{xGN8=bxg|Ut9)gp65Q5%Y?h$=?Ew`f45>g zv`hz2F&cC>*q9hFBY}c`Z1q6zy-z_=Q5cw(%>gygBCB2?AQz5X@sSu#uzhxS6Frt4 zzf9Rdf~N%f;@L5CfqE+r{p3<4iPSF@<9ZC+FHNbbsWI{K9Xd|vYO>IYhfH6pNx#U7 z=_r`MJ-&CFm%!wd?#jijK@y!oPBJOnhb+a+F7)1eS6}@6=nvZK$`K|8yEMjEZ%((y z?a1S_ZePPIZs)2L%@`|!T5j6l-07&Y$6j%RY*Fjpe!N-Hmm%aAQzyzywPNSBBD`gL=_QS|Cw7&R^N5d;(# z-WK@8VmFX*_wcGS!&MY7qzj@x$3>yc+KiLJ9|}K(h%n{Zf4uW4&*Bh)m|6h2eN8oJGoM~6CflAsx*7nk() z%o2zXS0Jy>-LOp64bqTRky5Bqncd|<&HYLx@Zztb!X^md_FGf{B|>(+_Su>w;uKa@3Z?qELRd|1Y({A3P?*mX^4r0+EZ{D5;R4<6pk7 zP$&sQ<<1OutgXcw`K=Xef9~9dpEz=GX31@@#KXwsvbwrDnAyE2717#!v;;++pkVSH zHsVyBAO|{34xzpk4d#S78!7JKt0Yo!)2UsTmaD|cO@ceyICu#T?_Q}VdISIaYdCW$ zDJhWD+m$@w{R5gkFp{IbYy%o11~5khc)&1t=xI&hS#7%^(Fn%7icOKXFO`KN{7Hsf z!>4`TtdZa{$bhGi3^V}=@ey4Zl(7v!a$Eq*7g@86mp)2~$;qLJ7YVp6AQdrypxIra zp`mks{sf78AAbPy9|E%k$GoMAn3c4@sc+jp8g_J|CK4K`)fhrD+><00I!SQ_^OnGXS0Idv7G^op`dk_l$XB@s<1#n?P$K;R)LbKva)gj5Jjlv5r7R! zt^l~uGK^QzQVi8KH4pXm@u{e&;7dc>_Hoelca5!==fH5xM_=9W*Y%%sQ?g=+;a(h_ z>0BQJ=gT0MwGjG0gmWSUj8=AL==W^tHDsy0Rv|B&cy6Le+@p10H0x)?0ihGAx&Tad zaCSyFHF-Ck48!3B8J%B(4U(S1{ z`&IyEKZhN&ym(V+>w?oqB6!MjC1)Izwilrtt9WY5PjfF5@>2*scJ?FE?q@=i=#(E! z?LqlHGzF&?pv(s_YD`_K&5l+A-WuX#0q`>P=5rvR1)g=huoX~p5pNs-P!O{|zy>X# z$@{j!0kDyI1+{>Hz)%-J?|je4d66m`njrr-ZxpMhn0G9`oMvmXxO$y9m=2FoIi9!8 z8wN|_T4#-3&~Z4KBw6W`Na3cJCkz87UNNGTs-&be@adI3Lg)kpxxnQVvZx*aDS#jc zGDru_oos#y2D!7jg@qZ|)u9|*Tmm)NiuZp)5z-3X7i#O*SF*lj{wq)v#R_*p2?1cG z98B(5)YHP@c(wNRsSwSwTNkvam^*Le8+Ldc#SdY;5oR8LwZcG2u-@*%hK_bM)o6BC z`D=$qBh7VmP$MOHSFBW;5lxcQKA9{cYfhazsxS?u*qXrVLq-68ets-9 z9OU?X9(&I?4L_2AV7mCQ5%DnsyPWoF>mS$cVn>H-43$UE*`}UNp9I^_f1g@041U;q z#?vYFNVVC8T88MED&2h5Z}I60H$5w;1JES(F~~XDSLW8%(n1_J0i3-P1xAvK(8j3R zNHfNm0!#p$!zU$ZZVnD*{gJBjauT2+!f7h5qRY?-0eB{fCsT<2)FW(-Bss7wJ>S{H z<$55}rofA^5=d=`;=rpv`tuX(uh0dGSt~vf4o_1G&oKY{a$$&XaQ4CAM?*_XYf~5j zz7-WEWo0iJOk<(|o@XF^W1|{;@9tdys-DJ9!ps#vl2-UNcu*mVXkFkv5M}iBmC4(Ek*Y6!L~C1CV^xowVxp${O_AEv zFnQBwqA6o3Eq}2D9d5Blt(D_4pta%H-4T|4WJNg|T$9bs%S!^?#z*fH*QTYPpS@|| zZxF-L@l~D9-b;E+q>8a&m2Pfs4>&1rK?!|40%$U7#C99n3&)cKJ80N1Z#M3#HLVxx zRbYa{=};L|KncFm*|JbbJJ3nRZVTmMq4rJ~{Xn4OzD zVd9V*ygtD?i1*H&*HECrV4ctDkILTWEd9pD#(0$#F&vX}x9x?ehq9AF+N>MqyTc7* z;yZzrzZ7?0-@-s$UTQEyXR&t;l1NQ{O1@nxC$iejQ_|eyC^k1UK`qvI|AB1IKhJqm zsgOzwu7awH3P}h-Sxa!{z??O6VjX%~b5H{eoj_}e@`D!P7T6K|$W!lvo)oc_g?}1> zWS~1Pud1?jHIYfs>Zu0hJt-L(AI!j>)=79B zIe;uh-=w9bWymRk^YLq_$Z-Ru!0e&r$B!!JS$y}en{`9Hho;!2VqUMgtQMl9jeG+i zeV#u_GwiveDUZw0GxxKJGkn(Zn(wq)@Yzl*u8<4yCChk{u$4qEhHN`{4kvp*)HCw( zf^(D;5rQ%NIs^&u@)AYZArN&CKUM^7&rA2|(W#Tc=tZckq!MQ6O z1gCP5vz_k}7wzB>h4e@Z(2l(o=8jP?H8+2aw8}FxX(cb*!MF<-3RaRgGLZ3Y93R)n z{~@hXHZ9EiDtYgl;LaNFjM_D=(U=CmM~7D(R>kehILv0}`a7v7Yi`XP{6+uGe5to= zo1w%c7q9m^g^}TTc=gqNHsVLFCW|6kQa1k%&2Du1kVOUyGaq$-qM4zah+m6_`N5K@oA9yT=3cn-Ff?LZSA0U+>pdSwq<24x8)i@cb8cvtI!a@a^6f)j z!D#j_hpaj01s9GzVP#<8XG)w)DfWu*(A^^+)a2Y=$>_Q{^UsTrODWvHRrb?wKRdG9 zrdN>;MQd`0+S~4TY<^YKjmRjx?$`8;4jaY-V`kOk8-gb-c~-ku=&x?v+h1B$Hlb?d z&)*Ns6-Wv1m{C?FOsm?B_{>(4-x|4#r{G!J^@Np-4!5X%=!EBG&E0mvvP1ux41tYY z3e(p9-jc}JYW2e})L~ejPf(1W_m$; z8TIbxcl?<2sLuYe6Q!uKeZ5R8wDSUltVV;6I=tX*ZYt)7Kf(Vlou5~44)G!`4CIIfp z4AS0l3AAS&Q4;4N(5+I|wY*w4%P!4I!(kNP)pYy9)sbiY&VKzJ!9j(7 zYYw;!c7Fdon*GuV*3z112YEZa?4+5ROghOAS>MQD2AO>%!a_MnRIP_=c|QN_m+j}+ zSYMm%j%l(s%|a%ED!(((+Mviibb>`2&g*cC!hs=T%6U~Bl0UI3KgGuhnhYm-qZMc9 zJ?3L|&MtlN`gaGA*RjH-*xGq(#Y-yp*}5n%!#QxftIw)oZGcCTUdm;i_Vui|o=DQH zPvjZnMsJ1C^?%gwr8efTm{2{xPZc%XI4S!W7sGEyiH}>XyCdgvJ#vQgZ#<=5eBSS( zhbCbhSy)NDefw{C4==$FmV=j`6JaOAFy5_OSxMw?mAHXnU~!N;`_=ZCxjB8|Mq906 za~5k3JjlW{o#Uf5F=8l>_Vd@4LP@u6u6}iYcVM(H?)jeOusvH`M}db;dMUEOfmkRi z98>?k(i6g0e?xRn^vyKsIZCCWXMU5sk_f%vVwboJK>j5gjh$efqGuasKiQVtaGgHN z5j`8ijlWr!bF?MrYSAtB7tgobh5BWMLq3)`&F1jY8<`B_^Lmk;gPR0@pY%Pv*K>>E z6Rxp8Qrx<&c3NfKG^Jj)E_^rwjb4CTU2Z8Ct9iC%ZOR)9{({&#D7UDG0;eLZBHTYR zh!`9gD`jS@;b};X-7`|zk8ZRU1rX*%u4qTx^w>wDH(T9)gx|-W&FBf^&!+hL3F3^m zb||H{+5#4&I zM$pzg(vSP~edjHJUzje1w@p~4QLjJgba{qm#d$6om0p&IM34}VIH<6v<)Ho;GrKA^ zDWtTDTO=xAGADw5`q*WGdyJvl`UOq@JbP2pe0=ilnj#jVuYWJg>j#-p176iO^Z2Y{ zUOTZf{lR2B`=_#byJ9?I9bv$bDy>J#0R_ zYgFMwx^63%=6PC8AT4kf5dDsTJYIL9%a?vo%SB3|=%J?kFDX6dKk%b7*kA7~9sRS; zQ978qZD#56vP6#J_*eggCOsqszTW8@iWrN$11%wtmejLB&9-z&rX&?XMev}^+eLX4gw}Y|Mb$Yr_gk{aVak@i&I8u`$ z;A)0gow2cn#2>H~#F7DR6!=6yOMShjAw)(R+v0-zZD_MsBM!HSd@}FX1U_pNH;cmf zT)>oVBgLcyRfCUf=o-mnN$Bkg=PFNWJEhf+&rO=OF-4zZG-THc8Vip^P?tD5g zsl)fQekvn9HKW>tivisj9#j6Y+Y+&b1*;$><+a%&6~-9IG9faj$@FFg#~ENZ#fx*5iHEqz&|-lziXAT%xKZzcAXxsw4DpCR&rf}J`4G5#pp@mv@w{2TtHT^mON$yiEkfEuQuv%|U(c+99h2F0Co$Rx z4SC)19wUXeIiBdQeH`r*%SvlX=`UEFb8(79g9 zA|4|y{9Raz`tm%H4Uf`s~pNEdRJks+`QPKX#oztE#7U zzt;(0S*ACQD`-rM>fVZ%5urA=$_CyWnIV?9A|D#uLMxfiz4nf**||G^!{k7qbj$&x*xThQI>;q-{SWPDw$;H4*W!f5dk_wLsAhG8#}us7*g`R+Asudbk68Dpbe%g zLpkF$wp2j`*Ipx}A>fXLL_`Ea*M>rL@<1O2{45Y0sZn!4s6ci^fYe%dtr4&S!}^z( zKvc`oJDa-TVqEZ1aH!`fSB&@Gjq|KeUz^gC1Gke4Rh3t5cnPowwJCC@L^8#jM$=kS zYb-tzNf-R0ymB=rE|})4`^VFpRK&)&17^OdP?hb~B3ZedZ|D!3Qftup!HD9_M%bHi zuVZm&oNwrR{7Tq!_3*i7{O=3Cp_1&3~?rZ*98U&DSQ&6mC5&4_#n?=;Ge&9RY{muS@ z>G!xmYVRpJL8@id{}CR3h`Z_V-# ziMLycU1+fKE&W?(?U4FKsf&R9ULv*k`}Ws-F92vSPISU1BqV(HtlH}zvF&DxvG17+ z!ovfkB`_nyyr}ShK}6tMo#_4(EU$nIWT#036};1*z7}L21^+GbUD#ufZN}$h9cKy; z7Z+h^B~uD@$vtn%FIV6GgCoy2%^C#1W4?)tc1$<&?UdF?a<-asiTf=V)CZ`ebCXf$ zGm*=-wjuQ`Jzu;#i?IX;#zs+Hi3HH~^vCIjLXR7MF?59_R>$vMwbajEwz$$SUNKoo zH-6F*@a4zy1-Y)^dQawl_+~+k^XE8uNN@?MNksTBCN4jmpp}&ZfRh4K_sI>x|DdWLN-`#J&JkKznQ@cDLOUL+87bqzwHFfw zt7se+I|&hIU&7id^A7x@lN04lDoV=HdVwgOQkGxl4pd~NZF40*%^5x)-KT^om!N#Y zOfhmoY|ZbeYUB-vs$<&4B0Fq3exfAK>(rZ-&RDGP!^G<+x{q;-WZd38dVN%!X=T#k z7OjnzchAW$VyQ^Wy=}<3KiDfrkM%cVV75Qxtq@F&EG+!6oWS=%n~_h6Lv}zzy9NHd z#?MP8ky*FA?symoq2{(Cvxu}6rZ}my$AM#~jpZVz-UK}%ddwV~z zwB(;uvkg|GShraq3uJcb(ZeG{y)I+vqXNyCAcXrcJeWk%_v9f7cp@$iS0pl+Z%^TGtmyXt4MZ8Y* z=M`jb!>x^|KE1;&&5D0uZu#?*^`&>^yLYf}6Oan(=$baAKMqL>_#0O^aE+lS8@L9i zKZoZ2!@U_}aDj!Tpi=C)`=r)a@*V7GxJfd6J-)ZUzm(rY{)snC_{)gP{c9K~H0PwA znz?9Njrym$5CwdCH#Zp?<3M~A9Dnf9S)vLT1`Ui0cX@Q)8oRSYMqA9wfnn(130?LZ zV(hXnU*Kt`CkT98(z~px4fV0K?p-mVQPS0m9KF1-++I$*xLCq@dFpjzk8>5RuZo3+hD4!*<+c-<6i&9 zxh#wOkQ4Am80Oa|+X%p5_hUl?DSS`jG{c&he|oE>f6-BpW1m^HE&+>-|>ul<;x!i z*pncds4H{Cq+N)bA;q&b&rhD)Wj5u6kPODJ*|yE-T_$1?DHj~{Z>k^?aT)e6NDCS| ztDnCACTf%Aqzue3uFi@t1g{KF1NY4<)m77@qNKg83 zLOFbDpmSz#wr`<2AWncT^z;H7-{PlyN{mp7p?u!yj9OBY{Bn#1wu<5xh^;6Xo#*c#0jJ?AEiJ(ZkKJuJ z0r)VEM+n}vc2jdJU)PgUAjvPUtz~`q;5Xu4#Wgt4t=gx*=|LsmYtf#^Zo76QG~~Qk z^^kYO!b)p>Z<>Jfe1!!@pNzx4)Esu7IT=1tI|bO^xyWb#??b zrq&-W*||)<_9qbl{wz$30n%tW>s#$9Gx**)_V_HGEo#%ML8)%`-OMbGg;5`$pb+Mo zu_N-Ss3&VTL)uB}wNqKpwmUt9zupc*jKhN6R8l|{qYm;1ciA8!x=^4sl}}S_vMXzj zX*|StXVTp^IliYal@z5&*E|y!`^qP@wcu0IyUlq&ZL$=-kYb-NGYTy`vlhQ5gYRgX zp&m7@?rc$h?`ePkD!;z$(iLx2XeK|@FrlljGFD)>-o6^zQ?v!CzrF)<9cOz+QIy8P z^RR2JCZj?6(F%SLn;P$DUfHV|-rC)lSMb&k$}m#po%~9WT!@*EPmQZZjZ2L~&~_6V z1PG(f!$17++a72)Yh4tzD#UgrU%QDJzuKjpCT1dgiG-IxOIxeZzNlL~F?S&L&s!J_ zt#lx9}^Kt??GHmYQKpzyNSA1wQ@G`Jd%Bl1!SB5~PQB!^kI1>b|S9 zTQaMlLKJ%1@^6%IG{+k0MLHc878R(u)I7aajMF6ETszI;BE~85Avo}c%Kklu1O-!z zY(lGEqVj<;8F?eZeEes=EK-wK{PD5uT(qAR6)BC~Icde`@bX~e!~sCcES}nug7H_P zb|!RMFm2O%)1mO4rz;{`wB3qAGSDoaaYgxtgtw2_=ceeJPJhh}iJ($u6Jg>dNMrW> zPTFKuXQFm)^H#d$N|()xE5=?k%2B%M!B&dQSQr6IcuQ5;j{@CiX2Q0$B+mbSRN7xp zj2dCe<(Z)z7TpXy*M4^#CFa{0V{xZq)VuhPr-t>M-nT`9HlJ--Sr}RcJhe;n&zC-1_2NYT54Emks7RyYAe1x&z0@YkzqKJU4-w9h0A zjAbg>qDiF4l~1K!>&E_lW1@5_V~*Eu-krvp@PM;mO;k~ANpjM4M0x2AGpW{_v^v%V z)PmJgDD%ko*kQ-wV@HK466LMG!Y*{4=VA(JsRpxrNj_;E+%ck2>N}jd$x9=lCxPQ@ z9+8c=eYVWrGtH=fA;81)hsGXO>8y!F6%`bi0n-%m5(ehSrfcjld+fVv%)rCP#_WZ4 zGEE7|eq*+@(C@+fD|B+M;&x1ub=%xhg<~IJR!Bx6%j*1KUn}s$Bs{QODST$_V?pGK zX=XsG{a#?K?BzlNMVM@kLHnQY=a2bn*!pl)<+h31laBACeTlInR$Vz=?cd21vDRx( z=6P)uji7l2^~cbhFhSb~U@RPg(e(IgLiykRMX$X|0S!IhY2DP)SJi6T&8T>n8w-Sq z{8p%8iTHc`W&g2pbb22B^f?u^Ch{r~G+yVpsBzvO)FONENY(F`>SE5wAD>T2K|JS? zcCH4IPd&D1CN5=pz8j2_2Zjo|T7Tc;z6QncQ(!Qy4P;=!?2|@}ho3)w*E%HIr_9S! zcK(t|!iDSQ_qoF}b!x>jyW{UgQXQ*fubs*{OVZPHF!x6QfeUAH6$!onZV>%Ptb#Y2 z{HCVT9wv$(VRsCe`)O|?_Wj6U8He~rA56H2$eUc|%dQsWlYiZiWTI5o&}6v3|FZTI z9Z=mCN+fGT38E;<4r*HG0|Uxm>G&FhO(e`_8D#!d=&=0;4b|4(9vVodh>Gpn-KWiP z)gk=CWD^MBcZul531Iu<)|LY}ScgQsa92;l&uLulSV4#0*4r@+ARbPOPvoK0QOpw< zb#uh7Xw*bI-she-Q+p$2Zd-6D@6vIntW?S9Wg_y4=<yHjAp^nhI{*1l)due)VYmejfcCD2ad3-N-?n(Ej z_kG@~{21r|9E47zWEO!z6-rQL3?=jSmsdZnvuu!$A{n|lv++oG5yUYFEr#3VbNJq# zGs+KId?W{gAPoSGpl=&)>W}4D{g$#^4DGq1%UkkV2s3+c%PdzMS4){sY|EL1Z(2)U zc?HZSh)Y%5KG~%~AglnN!!Fk8pu8|CpqaVWTU`n~i1eATwv%g~_zo)F1-25<|X z9r)9v>^D7evoa1R|DS)m)rw1P6+FMNgUk@6laP?m2asy0`f#`LDyXPDw;szTyqeE@ zWPSdCz?t_oe#xU-|Gnhw3H_8|W>!`#)NKw9%MCJ2t+IzFZsD-*@EPyB|M^6Bo9+8A zDvo}C%k0=sQJf3~b%2@v#esHH-2eRlpR>%!h36N=UFhyflnG`&+e^OnKY!un@$D-|LeMLhgaA0jxY*S#cN1T~e*KXs!`Le_;`@=;G+S+L z@a9;=_w8+A0rACMm#pzg7IBmNp%KHf8H%YOUj-4*V1k_??cvq*D*XI}H z22*W^Yn@9+N3=BQ+y5FKKDQ%FFQe;_TOBHtVh2zuuHF~mS^cOHAhAoqvMJClAb`TC zbCH%!Zj!jq>AT(end=b#-A<4A#>|G_lvPkrP+*{7E0KntUbo}Dn(h4t3~~eIfwdBs zBU*YBi>xuj-iOb>bsdh;G|$>z)_BgRQR2YR3` zDW@(K0xJU8-9Q26T32Hi^FAgAecTbiV{Ugf1!0sA1$4|B?`r$lIKndnQ2{I-TV7dl zq*LSaYI=d{7$x2Fu%#34>KYqg<{x`WZm_$3wvV%QIEnnGtrdP<&`Co}^6U5SmVtrj z8dn4Uv!VWeH4o2k$^5{CiR!b!9?Il}9XpMRtHUEBW_EVpT&P_ZY@hQ>|JKpbY5eEw zb=9Pd=0QabcGHZ0FuXs00grDrv>l^fUcOBjr%kTNcYyal(%$MiuP`b=Z&LM?&_MO7 zFn9<`yU#m4_v&0)ldGr^^ZN3_D>CYP#rC!IGMbK2f$e{j51(gq7q35JCC3M9=Ot<5=an;~*3X`q!bAG+mXHq-ZLROKfG6Z{6Pkw1Gj5j%d{jFv)ap zB4*jIXw70}KH^&Cle?dkl~?n*T7jyKm+Opj3M$S&3R7~(rSkIn2J7=AZ;~{B{~i^8 zRSj@)93t8fR`s--3=A19yRhwn0A$yID8>KxbkYeREIN^2DVnSNqY{?pX;mU9@=U;x zdM#@Co);{bteT{o{ej79amPk%oDsi@tDkD2AvZM~lrRUOnbGuXirXGv{s z3h!l=5JX%u^66>h;Vl^AkhLUy|Ni3f{@QaFWyo1Xt|lt&e|{VqoSqunemDQ| zE6vT@&#uIRxH6R2!@w;`9WU}QvFFCCEN|AXmc*DrVmaa20>&*KPg8_RgVwG3_NWRsMWDYW;NiNxBNXaKIsOu`%`Z z^`+og<#LiSUIx$r1UpDvXmDNc@rds|E*Chf1hqUY?ttA&k^xID>ys3K$q>`mo)ZS# z0p2y5#L^tNgNBo55WjO9^eyH(cVAk6ssHTRO972wJy8HjAUh9_JU9UZ<@Q5K$u}1v zbhS08nHAL3kk!rr`&veR;0A55&fQ$z71G|3q44Z~ko31}h=Re%)` z$~`c>5TQA;TOf2e{gcu;|kLFO8;g0BD}3Vy*OsNI42 z(!y%-sn;b8N9v=-T}|DwZVU#r5#d=Qq~Cs!8T+39V-1gpKo~gYU=xdI41jRR3w!cb zD&TXgVbw1Xa{Xl(tq&2(@d+<+OjH_z7tH_lO+vx={p!n5G_AZGu65+xoGCRmwF4av z1AfOUbt5qH!0n*I`UeZL;S#pp!J_T0ot;*g{9mP_3I_IV)daIWT+|jI;ex!uFc>mB zp+~(96UNLrAO5uX{lJYPwKfoSWdC_s^FS)D1EyhD>FIfzz5osjf1Nk7?gR1%gryl2 zgafh&#IF-S$P9Q(25aLWxyrsJSz229(YatnHXp<}ExalLCLqjuvOWn0ut9`yBY1&# zyQVq`;y&aTgKD!GLO8^1aX8ga`r+2Jz~KHvPR=FRDu--D5ttfjqVBJO4hLLN1zR6- zN=oy+T5RJfd6pD$J6)q30m|K-HX}JTy*~UL_{whaw0w) z(7{82IQ(k~q?pKpouGmOcCfwh1EYt9gLRSon#%vp1(=EuS7#!f2g`|en0BoGtBRXn=HI*6WcHgU2L7$22cq)uMXn@QCbpw5@3QC43i(_sB{V68{Q`e9rV7ZEl=x;-Ql<) zl3e|$uJ-o1L=zuLEiH1G%2$8}{@2oy6A1%!Dy+Zpn3=!DYae-ePY;xFH-qBD&Bq0! zMfYtq@KMd4pzlRN+On3VU^V&XZt(?%A|MUB2I?Cr_ll;NZ~E&_L)@b8sDq!8ekUl5p|xkZ%QfFBo|F z$jG^6sT6KAD3jV@eW5K~QGWgd_y<7kX?f%D;Gh%O!v++)VXL29uTXL}!~Fq{0fU$z z6BBkvM+dS1H9P7I3_y_SHrz@O4-g^JeS{T$!vuCmW{pWOGv|EWHvZ&F$j!|S>!{+y z1)la%{||Xn@%uH{rF-w*y(j&O>gw_@Usmp=B$lnix+jur*WUE>^ssbgJu6oI5)RP^ znW~V!LGfFJV~WP}P4udfLJ%MJ_od4WKW;D)H4eiN*>6&Lb8 zzK6{3F3E#D@bC7|m;S)LK*u#|7XJ@zKk)HoLf{NyC*b^5KVw9zTE;U9m58?~&Q`2- zJuqn6uKNJIScKoa1xMc;gxe^@N4%}AP5MtGP({r_Wbaa&0dWz8)o@{3e;T^l_rR&h zC|2>I??fz9U`bDRe}4kYRY=1fU`4X^<>HJO6tS+U-#sgC3icmKF_Dfa zz4+GG7Y%P&|8(Ez6YSP$gMEv}XNG$4t7YAcWp)QhH0jCvWsSJ`V zxd@xBMi8;q<$FU;afV5HOW9~hXs8s>Iv@{Q%B6$nN%XsSA#ri!NnNn*J|r`fv2lOY z0BO8I$94Vr#qXv8SkB&hAa77^iUAu*aZ&K3J7Ln!2a??+Cs=yQL>Bew(|vGnN5v>$ zBkB&jz2l-n0sGT}(#?zCYno#&p8vLUQ`!WJBZgs3n%TeyNrdAcurx6_36q`biS@*| zxDQ~t@b3Pr7pZs_k0`_8N=dO58zmn@&>{38MH(1{8w`yb8pOGvLr*?qgz8SbAUmS= zcP?Ouz^FqfB%=_rn=bL)@$0rubd(Hts)w;dj3jcm$$k&NitV>GuOOqNOQr09UDiLA zQ4ipOhE3uWj$!HR=?x2C>4Uh3gM)J?%Mn^BXv}56;e|ylh3y9s3Jx8ztQP|7|4VeY zjo|&-3u5DPuYWJWX@w9(B>^CKNxfury%Koia%)=mYPPPRpdUdh;5$)Biw5oF(3<&+ z7sg92SOd$#z_a8P5O|@HHhQ9>`}6GHfTA4nLqioxq~>q_pvll+ixnE>>;pxNxZ{*VBwWG9N~NoyO$pog z?J{4ho^jZG9{z~$8dTj}&iu;(lC4}pX36(1y;TOs6NF;|!b=`+-!anF)m4|zhjE8{ zy}&qOxOt z4ydodha_jI*sz`yx^4|!-NZBtpkJLy!1CQLuufwBaR4>K;1^%t{DK00;k3@ilv|K} zyNma2xkr7Hxi~pNLEI$w{gdY*Hx$(4tCY>Vm$Lq&5~O^)lm#3oWLGpSA^@4+!%ZIw z3=9k;D|2`QU%&BJ;?ApzR|b276-y%*C+G%aguW! zI3nS}zYZ6;4YuApfG`>{*MV#bS<2%Lyni%yv_SE_zJm^dO!Y_|>%yP!UE z1k)@8@CYWRPw0GkdgO=*Qw}$0?ayVsq1KT5bN+uaAC_P%H-z_jP;A{vzuw3uB&64{ zg!6t}pH~F(8f<1GgGLV~{+&=a=DZI+fhD{W67=960=vykn||=<7VBa7`ueV%!R~YY z3u}N>ChM99-170Xw*K5SSk5oXRN@Q@viXsleRU`eq3po{*K6|N2fGI#&<_4>x9o{y zKZ4wk=)$3_SVUxtcdgW_EFMD)gg-R<5H94E4<06WK?VcrWh6M{_UM_i`g1C7!)CB~U?9PDfMpqo zHIZ}>fj?YkfP@*UDE$AgRtB5XbhNZ!r|=rwivYL41z$g~CHeNMgo8dUokK*Avbst;_iN95qhnJsHNxGsKi>Vy>7fLftJV+blK z8||AmIs*g&;3S6xfCu~MuK*Q7P;h{dbC&Gjxy-IEqsYq{;)( z{O_6KsFR3E>;9D-R zWe^#EKt}@3Z33pyPnc5UbVbs&L7fFoFav-sg3hT?8_&oH@}ZCkuabgt)4KtT2QYV> zPx-=XK7?QXH{>r)4hR*ld}HC}Wz80k8vtBraAjzUe~Qs-*MnYV)q;8Y=g-cN&|(+~ zAoeYwX)CVd_`kX*&=+w$5fc?fnjOT$1GHQS2B5(78o+Br0s<~BD~+ZC>@Qo`7((YL z^bUFEp>ee+EaIh^rYi zs0ECo>gDJEb@fP*1+_tOtpQjhflmf_A;`XmEC^O#+T*VuN{us73i=-G0{2(fm&;Y& z*YlRJj4bZFzN*w^)O)q*VBnW8=Z`h)Q-XH@4qS3J0uQrV%ftRU2xv->mwsF1T{o4GVraI*|^-dHkGxL0e;0(ByUO{~C;NVr~pFxigZR7BX%UO)E--wJImUcPm@&MMe2`EG|##IS*N#=5EfdQy`-r zPq3m%F#S5RUjUPL=w%*1c+$fA@`pB<5!AqWYN@Rdv$wY9rE430mjD0*Ol8G7nVZ?% zzB6j}r`aqHdRK>z6wxRlH(7C8&Jc5z85ar;pQx6=kI$V?PPIy;l+pKs#Bp!RoG0%% z!J-$$91U#9D~4EY6{msJ0cKppLLwqc^au_QL$MjRMM8v648^C9NSzu%yP(q92t*qBTj^K5YZ91$=x5JzyiBwjTbkH?n^vq{m_=o6pSz)ZlA7}>N|As^A}imlD8ql z#pdPZMXUl*4-5?6k6Mv3UIwWx#K(crQJrU&8lxV!kHH`4#+cUG1;%L&A@wWltG{l$ zVaQ_t%3R>u!hai-kmUX29@m*-f@acKWA;};d%et@_-EdCtKu}bU+XsJ_+_$D$x1#b z&E(xkwEH3v-SJDj-?etzNBoB8N2e3785-#W@pJ=4JOTm&rYZPr#Hb3KECIs1J+ZmG z90KqIpEei6FJ@QeD2u6kx+*uGeRBnU;w2{os=&I&=h6QfY47KL`XTj4M(IqXW&aJJ zU*aDPxq+QS;jxIW$nNjyQL+&W2b>+ui`%-o@9^7gI(eV~I7txAf}!_`KJdSEPoeD&;W7h*}_-_MRK0TV;ZDigCRq~!%; z-{k*7F2Eu(XFFj2C-quXm#t$lF@wxLZ-P`QwS#b5?mJdK~%&* zUNnB%Bpna6Jh-E>`N7uW+s>?y;?8N=2eWd%!AqAvSYCyn za7hE?kzwT1YHDGzWKxq0HRT*{m&kCOyXt;Sw`3*w03B9;_{(dynw?eszi)i9YpaAR z2miTuMvYOJurtV5%Ch{*9NSSqeZbR(KTYwWGTlRco~W}7N|vXF9$VxlvMgr*&_2%r z(R|3Tf5EEmSl2o#IIR~6b4dm1VNH3hAb49x=L^y`4Uaf==H4{~xynnlR#n>Qtg@i< zYug0Vn_sLrj&q4c-hJba@>|uv+WQbRlS^`nbPw5S)S23R9y6&;_gda3mn%<7Z}7c# zDMrDY^odl+!nbMquq26TzqTH-qd$MKYC)bCtrqrHL>N4R0-$h&gf&hi%k}LJc;u@6d08`*R(!O2uKiD@T3ro?Hq z<0`+%bw9|lwI;QTlE*(1vO#tReyL}+J8%wu$Lowp zrK@wKl1RN1yhwbnIW;x=vd#8|4yP>K&DFq)ga+`k15{t3w!@qcFf$?$*gLOJYFEwz zJ_Ct=om&FT8vhqKB18*oDHyM(RzWiZGYM$}0~%1Le{^1Xt5U`ci5ey_(6GPt25bod z?V;!aRWl|CL6Uk{b_QR?+qkxA)xO7q1esAOSJTB#Dy7xd^`&F+3u~-3rLh#Q8OlO2 z6`Z61MP-@-CrnsY7Zep0HSAtfQ!_9$Wb^7D%xBdfsz!l9fh{GW)RJb_HNR0V3D^x zy`5EvcLxIX--ay`u|)Y+xS^a!CbT_8wiAeJi598FSusF}VEu)Gc;6x`1fjKPnRh^D z3kAD?>zG=OoNpkWaL|O=9~=R=gzR8L>?lykNq9zX{JA{$abyZ~)T3);_rTY`^B}Q(Redt+CJ#IT<1xE^LpbQ`=9| z7q_Mfh-=$!qMaFI@ajWUx;wJUSp3>BY|!TM#}_HkhAsZ4_5Z#U@O`P*@P@^O!T&V_ z75riYAE*DBA@V*N!9>BV8yVri>TSh!dcha8rN&K@xp&&l`H+R&0I`}uBdXa2b|Osn zjSp@8*SlcZ$q8txlTheYEStp%fz4&EE^~jwfK~HiW18)A8Ct zFXMdq4t78D5(A%spMJ(_nX(ehh9<_x6@C-!M`%=<7w44P&wfV66Np*^nk4XEn5+6O z9xJj069YH{vY_ZdzG|AdH-3f&E%W!Uz7Fnw!BN6y!m30ww2Fxf($@`rY{me0Z`DEf$vHdku9%;y%X*C$=( z8D?%gxk5u`R14BiXU4W0zz@6+WSLFmwDd} zV>AO11MH?|{%#}SKS1v)I_!aM^ZyTBZvj=++Vziai%>}^DWySa=~PNWloX`9TUtV; zTN(-JZlyy+q*GEr8l({fq~XqW&ilRJ{ofeljDd&Pd+im^Gw1x3v~@`9ywpkJ16cI} zCFEx?_qMkmLat^~*Q(hN(`rqz;(;n-zM(b-3$1<^6y`l|pGa#U?H$whj2nT@DV#L4oIBp975p4a{euDulZZ4xkMlNib;c zcaGJCpAHYJbUMTFz{;v`U~m~c8?U0HLoVlSgnR{l3dm3nT)cWxMN{+Rf2`6iVdxbV z`fW)~SOpByUz*X9a+gL;>Q_jQ*X#0B%y(#$*QfYgxpPw=4pEwc*P^>s>O^Xfqjf^& z?E9xAksEk;Vi@%#mihH|bC=drVpdj`9?}Nfzuy9&)13RdFh8ka6bF`(KHx3@#vpjmhrx`QefP3p`Dv7_Yl-NUi_Lg; zqlFh$E#~njZgf@w1JtUrYpB_YOtC8QyT0$}wV}AktkRMgDCJdDdf_97b6w#DjgcTT zTrG_7g!I(|C|D5?@DxTRQJ!92UVJWFEI(WHX-kUgGs$tm33cLZ4-}dD0hWMbi*aP^qe^N@N|&$rc$;S8hqTr}fG+Tv zXaPlr4VC)-{la|eVOe!`5=5)IwAAX%Nb&qRi)Zfcb}vIs?2B(oT$=|?>k;GFkBWOP zmgwDCBEI$A$S+QPGTirb?l0=~tveB~E6cG_U%vlDEsO3yn%Ux_p;8n%DHU!Dy<4P*mPQJcR#g#cXlOi9 zEvx{(6F5)NcD9Z5jt(8{3^B8rnKNEoEm)6W(BBID8#bpxpt|lgJ}}0hT=pfGcTyks z8p-!|f>)+)k7&^1KWM zF+u8u8@gDeg%RD*=cYDi40)x<>e3g~s@|8fB=1CQ`Ru(zoeG(#1@YzsdFgy$;-8$%;4C~tsAc?wD8k2qrDEmoqu_j4G_#` zcaIV{jjsbffrOnL9v(`wFunWmAsh^00CP&nx4;Yu|LOkr8P1f6U?@-Rhrdr`;`tOd z+3y?k)cUs~&KuzLLp*-bs>y0jcAmCG~NC+4dI}z7nAz zKXjXN3T#+?F<>!)`X~ej%ZBikk&*E=EKtbwFaIU5wXUhDsa*v?L6t>+JW}&nnROx= ztOGJ%c;k2Ud_=k2x`w8tC~UAxL#4kQf4O88@Q4I|*5FN9_0;YA{S)fMLqgVe>^!$n z+wjX#4p$Q@7Otaae|(*bdYN0JX&78zX{4zc9dLJM8spCOvRy3 zPZa3!8lSLodu95ndF=a>x&1DKQ3b)G_rs|>4#tEY?34kv!uovn^>d)c|zGARpC(-#m{x`qo89mS0e zuXk14Jt}+m(p5>N*_kBN)!SG2`BlDh3N&*`xhA!)y?QD(ZZW*+8xhUf=+DNn{qit~ zEomBrJBY%ku+sX+9^QGGxD<;^E$Fs{7CP-!=Y1i947L*zNKo%?3YF;gTLCilquTZk zIk^#8?xP>yR zp^@?N=rC=0k|IC|gGkit_J}(RkOblSXAu+J(m;L==i~-`fvN_~r4a&}0;4ufh3x-u z0lvY2P_-`G=1Zb7W4@J}#-I1o!e#CT-crO_am&=5U4ztfjXTT^!BF4(C=P4O)N=2? za&q74c$yTdhLmp2l5S2cI%mH)DTP_0$xlR6b@)<~BR)@I;o_zC8pKH4rqJXgH{cj( zQ6cu9NJJWFMZA3$r+=I0DB}TvU})1|ehkLZNbqerRA^F`-vOu48~e4hCsTU zip7J<0bB7l>rXTD8gfQN}yw1)G1oGzWLR&Bg zJVJ1UKtm--8f5}EH=qC^Y{}@55K9XS1DNIkkoyhhx(NkwjIX80G-opKcNfVqU!J=N zi!+VVt(m4L26(G^yYwJR=@tjrRU zF)zGi2&ZT6+^BZS-BCM@CO)|rJ8yfFDr;AdIlu6?*El}h(|~O)E^_JgBr>wukhNn; z&@XoJKFW?sK~j}Oh7FT^_^} zIcoH%c~ClOvn&w*h=u+ZbRGs~9sC|{%#oX5++q=4ZW{xxZOA15X)@pU4Sv8f5I#E) zv%6F(B`!@w54VbVg-6Lc-^%`Lr~N8%6L(lAm2jgvFv@$x1w(WH9*bx*Ed>iDE9*|{ zSH(t6(f5u5qB>7of@v_zG~LO0AAI-(YpVnnN8B)rb{zpZHu{@4ZxUc`40RtUp|602 zDm6IAf&0Q&NKwXVLZB^hfHoJ@Cgr|vvXXGYKX)q_=OZ<~^8B)I#6U&_PtLu+6lr`vM-I_kA2 zEFBC@?S`AQrdMn74wRrkJ~G(TJP`cd-~;G90#gAdjEwJr4+tgtb}O;&U4H)C7f1cx z2}Mfg(Cs7CHoy>}?$p=1J^G^>H`6Rfs`g}dnJ@Wsu154~UgjXN<oeMx_`UUcfq(4fWDGxu9N?!cEVG;%UyJv+vvAf)`|>I2{XmDLRNw6#k(EF%*-OLWa6)!T1Nu>t`{e< z)SJ30giwU&OxoYB{uI1(b`vKwH`V7Wq1x~)bYu41`%Hs3x?vE(nExrY;jPZp9`r@# z{u*M#p@XH$#N_0mkkAs9KTp64fHZO<930-l^dFHR@W(|(T?WUHPH|v{fmtWBRH3@H z_Ta2>`2A;`MrL92ltUNszVAli9^L#= zeg$A{{Q^F}p@D&iW@d~qS+f7ta~quYNnk#JLII2mxmJ+1N*T|l>;K^cWn1{Bkn)>q zmka{cs>509D)D!;E~cVx*FxI%n)jD7p}V(NZmRc3ciXf*qx;y&TJR+|z-D2pk@qe^ z&>Y-O#|dO*6wh;Wn-|11qtT%g{HeuFL_<+mPJyq8ZyNQ7wqJL~3F~~4O~#~GC@Chu zx5%JMjK-Id2?oiQAa$3Z&IwlLgM9_URW6~RghwpUO#4Y^D3EbKV)(eSnm?^=lP(?V zRru7vQ*f+%RazZQ1~mbSok)3>^hR=9X20~mP? zt0ifC>QXzyq-op2DohWz$C5~P_T5hL;;)sHxV|c55t~s;?T@Tu|338f^SI98rVkZ~ zk?mJ!K8a4+B@A}sWmVslXRXPe{1y|H%>k8j{QEE*O=+Lnts zyGVa&6_CyY(}yh)CaI1fqfls!r%%sG!>2mmDA4-5^q25`)MNadD1@3we(=3^Q6B`=8}ed*b2$&Cf8zK1ybTIFmU0VwVLK&CaDPYs;6=rzPi`3r$`AHv41!3F+ z_JaP4z5p_+hhs1Ok@V(27ODocu9W#it~LdkS~MVer&`8l}QW$ zD`Y76Z>jiWVnR$)v)(?N92?yI@4wWBtpf2t0J@>k44f2%6#>K+nZLl9!+|{n=3ItJ zUBy5j1FU-oCcH=s9~OQAL@GX~H3H!M#S?V{(I?94#?{L|e*9o;-H2!Fr$5s3@lG0z zN;;lW{gx&ATVbkNEy5=<+@!ulaSwh$PGcFJf}f4@baNd22fouCTetDMi%#**+9wB_ zRzE#X$>-FDmTo1#P060Z+BGlJzC@J01fD`~anX17X=D5nnfJ7J*(-v|Hga$Ih;X7wsi|+j^H8a>=!W zR+&?-?pvA1Rp*qQ1s|VR#R;Gi7A=BgO5)V<25>x|C+i7t`H@w#kZSK&lpV>d9SS6t zQ-muqGUk7sVrZ3i-KjarBH?e14eMJUk;nNQZnAC9b?5@IUQYnm@3L> zYmmM=s{y{|zmvFCwwZq>an_Rt?f;*XI24i$@)Ok7Ku$LeSwg0tz{iN%JdP7E-h)65 z+M?U&S2q7vrghFArjYwKvK&~D9O$?*Q;U*bVvswk`1o99EG&Or+AE&mFx7Omug7(*PBJRsQe#D5sklSsJ8{F!uqZ1~&@Nv7MB5`vY<3^OjdCFv3kt{~U zz9|aD8yDgKUVmX)*%#NDYeZ=b59Vkf8PY3YeBbypWB7xlAdqgR=QmPd7z$vDFuT)G`Z}s^8~+IKV4LER+OBIXBAHgZ)8gpVih4D zdAt-|=MEd-!q@@2p&6TUmAJl&q8s<%hd8RnvYQdtyWT}P(1CC|K%0Lme=L2NS1On&T)m2OehFqe4c_8b- zI*+74t#@zqcmk;jpolPyC4kAvU?yXJpJvP8`0gZ;X^l}qwbjK)uFA)2IYk;?(XNX( z*4lKPO;>QN|HONdRLtGH8e0ivPEPfKR(oURg6fvkLwiXqO5(T?I@@R6kvbO*WkszV z3Q_`zc3iyBPB9tjdPD|++VI_VH~xx8yAMQ)D)}5)FhoKR?^jR!DH!Jl`@~|Q(+g!bkp2@Jq_n11RZVEl3 zBcccmhz!pec4f&(CY{bI*1bW9Vo`q@m>A8Ue*(j81#RsxBqan5t+-#^R8Q|UgdkA? za~()PG!TP0QgRH?TO?S#j6ao=LkwYoYoljr83LnlkhWZbNEl$EwSnO~v>QlXWA#a; z6VIfk+#1R0ht2{*+^2%`H^-gr!@8JSh{klFLt#^`o?*uQ7b0|aX|cons%-Rb_ZaiViWNfF z&HXxvRrKXz+#N5e88@JLS4d*zv~6}IeuC5ihTZBAxQLGHqw*Fn-i(5s2_`I1e1O{2 zN7n&;Am1iwKROcemBzrqX$Pxq5F7?Nt&dUxAlTQ}7Z@6<5?t;jG4YKeUiBlHiL4DK zdHn<4rSr1}d;nzhvNDKr4cJ+;mu2^=86OXnDlyQu{F(#&v{TVn>n5sWAQL}YXa{QiQg^?cU`t{?L++V+2pn&i)`WL>g_@=W{Drs{ieQ{LuvG+*?vi; zc7(?ERmL5vrYt1^{rklh2lL&qTt(6LW;_}+(P^^I!n*Pq%~Sub#5KEGaoWi7PLDkIkwRdjqT(lK083FOXo1)z)gOytiOoe)r;i~ybJa$Qll~{;Xr>?|C_smJjsXG0$ z|B24$r+*q^*Vh()IjqsQ<-Zzk?aUXQ?%~J~0=B@Hg&mlN`=+I(VaGGPR5G=)`kBLY zt{Vq)GDAbd7lo>~_eIl=RTos>3!UR^-)PK=(q?~CCzwhRcIGOEt@KAWEw{DB7o36D z)^@mE5C2r2tM88q*N)NQkWoh`3g>h#q$P7m6&8`$><}sxN1H( zm-{b`F$}U%6gK&vWU%Jbsybjj9yFL7F8AkX^03M%%pTmU0t8DjoDK^Bh;6XDPJ;v+ z0Riiz#q@>-asYe(p>-9(a-rt>GB z@OMeIkj{Zb?v_dH2MwEcd(J#Wlr`D!1l|u+*Iy#9Cu@kwYLuSdJ6g#olySL(NtHqx z&=Of^ZVc;>o6U&dcu)<2%pP^~EjS@~L3as0A0A|1Rc0&^d`w%Qne>d7NL>9w%a^!a z5;u4)&J8#C8`L>becV6T`Wlf{!m$*FqGxDiv?2SQ`e#*#tyRP2#F%-9OYSGwDcD*^8J}`|QCpxCPEAciU)Kupg6VEd@nn1zzH-mfH}KUdx!N6(*3SA`S9Jw?{=a|qG>Z}jaNIrq z<~ELfpV$9wwYoJhQb}#c_Yf{j@O=x|<1pnZ(d#rw2Nu6SwEV}S!FVX$HWrvG%^)<` zhV0*2C>Fr#R5SDCT09k!5sC=Az)H+HOP1R7Ldbp8EVZGjWs)t#3ieRrVuxPR(HI!x zz39KcT~l^5|0r9!2k$P>0ftYN^7r2yl4>3DyR=_UoenK=V!+ui4%lB9`$w!F=&)|5 z{01gbTR&@kfF*&D)@z*BiLT$c0Rt=~1`;MyfMFx5>>$^m%gORxEh}CZPZKf%o!?6~ zO^K~&UX-Y+sNVPB_%zalOqT_fg<%q6cdSEMl~P;!x+4*M=Xa5|TK~b&ODEppwgDY& zj-qO&wte3Co;V1@K`aBJN!Bm8y-r<2?}&cLpT`LKwGq+^^()=f6~gaRtkfc8UVT$@ z%UabW)-O~So(sTxpdO0e5a0X6{*9Jb?$GA*-Gd*A(K|)tsI=lvNt|24Ki;o>?fi=I zG|qp;R38OHy0%CROd8(=_Tnjg{LF zVPpO35W&emz8MlM!0OW&o*r!sm+dW;`?_~Tny_dRp#C8L->@^Ru$oQ38WS5mNhY$#cT`S#lvJ5MTv2Lq?I=KvXjD zCI34Prrue;z={>R_*u$E>BW5srdhorZ`=8m#16zjygv%5vOw$sK1mA7b2>2NyJ8luV{)?lpo9gvg`Qw2J(HysC{Pgf zI#`DQqxc7QE}pUH3@TWjXwPk(#5nxf3&YI*s16nii7^70!L zfOhRbF442H>QS#9K2z#*6@su1;0l{Z2>|OCa!Wr^NJYnRR~_d#fM_rKh@U5`=r>qt zbiNg_rO52rfp_0~A5GCZ>eY4bb|vPZ@d_i)3&tVS5|OxL@;6Lein0tKBmU-$(W~_9 zN6dT9CR>7}W5vG*@^C`_`we%cUkBj^H1g?N@eVmp)(vpSzxPM}d)@!{1{gAZs#C6T zAcxR7#eqDr@L&?xdHcu%S^GUiQa2T(8PY;idBG+j)O6`^-yMxr*fm(cvEHCRo2zrj zHV5Zh;T7gDOAbc&nxG$pd7{_RG6(1N?wz^-ZnW_v6pA%#k)}Qmf2hIg%PU1Mr(z5Z z(&2Gmrmn;HG;1Luwi4fCb{;G*EnTCG2mrRHlm=gZHr#`&eJJp38Ux<3Z?be-8!`*Jiu@>y>J|c^g)g-VhlpuFB}wf)Jk5 zWR?kX8mcTe;0cb5jKB>L*acL-%kh(YVUJ<4h#Bs@4eboBs)~l{jsAT_=n*;{J-?uC z6n$8{`ryi@RJ$)V$A5STTV@GLV5J{OQ~d#~c=_STv@sW>fU}LTp0e=k$erS=> zRWqJq7;rlDZEbN_Sc;|E8S|AD;RzR0i3EafXiRjKy;$bAwS8?hyn{o2nx$&mFRhnt zYcv;f@0+`}w2+q8zUXXxDyH%twsg=1fcXn}yp3DQUHSJ@z{qa^G-AcY)|pLjVute> z!JD3{fR?I|1W48<6+I7m<$OPL0u0W>Af#Lz_>*fS@-eW|NR$*<_=Pe!q5v%p3p}*q zOC-BXSL(a-XYw9@^;INEHaaHYH=D@UDs!6-)&gX^apbl5DIfE$FUQNFI;Soa9QjMm zU8ETac;I34ixPkrg|nRTyC51EBE7y_#zFj-Lvh05CS3kTtG!cJ!F(oYXlBV-&&W(w z;MY6 zcnD~g6qOhlASDLThys-up~FdklAz{52KSTtjM@5B%iFEG2irrjT&MOALJ-{aW+IO@ z>DEjW+qe!)^MNlcptaS0$NMHs=;3ja>aq-(@jAi!7wilR-~3s73zURVKluZngjL(( zRcR>Lc-iqK6Wu{pppC}$JaEM7DX(ML{U0s>q+}=w6=+E|vbY=Bsmk!K<-lixGktH|yWF`xzgeMhL1qA7W2Z z;fWckC@WuqdKJX<96D7nZH5@c0AQtY=r}7=ih6}U6FnmUi%&DhjsHIcLn^831DrM> zl+oe<9@}tnexh`O0L^=HQ7=H83%Jhbi}P1MLF){hxE7Zg&w!=wc)7mXm&@4nPZCfN z8h`|pH=X?@Lvjt7wd+(0ioh9}1o18dg=OgCq7mZI0E82zJvj?vjlr}xV5NX0)&iTS z1uO@s##13U8eW(fgm2eSp_Ia;z|gQ&{v^y|{t!d)Idvon0OTJj{JRE+=JmUiY|6O5 z`=#WwhBedNEB*KpAM6&R;wV%hSgZ_;Nq`@Y4zh5N1hzx0d>Qx-ASvSD*@oz2LGZo< z4VxY`X|r~G2%-awbX*7s1)-~4Y%LfpKop$ZuLNYb4h+NqNU_@824oNj+X&z*faK!-tSO%= z?S$P8d__RV8@pk-)ff^UF6HGV0@P;uaa~Q#8vq=7?2o9q{%$;&U0ApRyiC*=0Aw%2 z!hCVkbkPELMduF*nj{|UukhN4-6ZPEpQUa*LPENcXjW?K%LtVnUJy1*U<6(T_2bXR zSHwWj;2fD8{Eg3Io`wRIYmMEUSmqg6-;xM8<}C)yLp~z7h|CvPPb=B^f($IVH&^)w z_M_}r)f*fa@qC?sRd6g3)TB%&rvi;q@dh;Ngxq4!*G9iDRvv|%fsNhz#IlIH6G!k=-aOV;K1@JLyIQo?owSEAG7vOC&3)ck9?OOqhd5stX z0Ah)b0%mE`2&Dr&o1n+D{-bVhUq1XwT~&32v2zffcQ9`Ocn7YE4=B_!KtIjryg>qf zpfFsAXfF~(=gV>~^dpB;MjLd=Jk}GwH8p&25VK&S9(IiV8x|Y*^kQ&!Ak91ie5>e_ zGAFx1YJuczD=OllWqDx8JlC1m#Co3v|hL z$MXdDoft~UW^zV<1DPN3BLRbxFZI7a-#|f59x((TvpP*f05dy?Z0WmU!9p~u;7>6C zmL>Uy$fF6YQ6mq+VnJ~7#>dA8zXKeRRGc)Mj%OfKJ3m~&K~jk2bzG24c@U!ZR$YY* zO#%=G!4y^Lq_?*>GAXHB{j|5y1zG#R>(UEw9Yh)XQ2WL-bgSv0_TcaTkGTT~ui!V} zZOW`Cd1RETZKeb~APSeI4cS>2&jC7_2j`1cpk>pZAWB0ZI3r3d5X8}g`6{BsLOp~t zhnfY^9%2avd<0)8@WdGj40h&QT^GW55zD{Z({!y0@3TsZif)2d9$~Y9UBD~;|CD@4IAl_F)UlVw_ z_;{TXyUm2!DEP*)Ch1_Ju5X7Tm`EW+ey~{~>fhbli^=zZD)N1aWg%Sln7FtMxU5Pi z_wU_96pTpBTxX}uNAIIQOGtA3wA(TTvP=Pj!V-7!=R(w=TwVWyp%*j*h&3vrss#H9 zQ1vdrZz(O`yv-?bj}q2qtMQN5;0g#);s7Ga8Rps3*XIwOHaSmIf?+k5{R;|BY-DW! z{}YJvy@`~Nz-IwM1X_ezwMf1+Ez*d9O9u`*I{H8E^)ULz0kU()Pdepk75WD|2L}O7 zP2Qi{;Q|H2b0Y0!2U&m!ZVPVtbgR7N#KdD8`^E2hZ7E@^LQmTgpMc|~?=J*ASC;(R zADF^cQw~{%m=z!pH}lgAmIj zFq!XssbeDz(jQ4NvA4sY!3;pQ?jLUm_ydsSfZqth)uKbv59cb!bPV^nxelfglQaaD z2cr=}uto?e)*u(T-8T69{Ds zY-H%Dn`AsUL6GBmxJ?B`&oxxk5*yt4-wl{I^$iVaDj{yy0$^^bUw>jwcq_va)_5V6 z*%h%60CEmuApj0bv>^fLXlRJ_8EBZ`cx*pSvBm$d4#R9u9IQqLYXSHu|7AvvnuTio za8;HRX{CiMDrvIBfpD?|#g!qXxq~q1D*zt~3JR}*XrT{rrq-xz*p&uag!6P9Fyf{B- z0tTZ5+%sT#1mF2#RILb(9Gyjx`)j5~wl&Dz^T4F%b#88M*2q0@DS~RocFfX3{^f59 zg|Yh05j9;%n2iZ_vtk4i6@c6c@VwYeH;kLz)OuB?Yhr2&x>a<r`ul^c4&o#LD%#kJX~eo5yeYoH zePg_pk@WsO6ZeVnV~tf5w+vW|RLpGWEBE4{*;t0?K2CZnvmA3?ag$-|m%(($hhgrJ z4s97@tVt?dRAb!Z`Dz^hS!B{4_x$_fJ>L$qkpfkC#J&*gdc4`#u!85YLeSm~HaO(a zAYuuwq4Y00tY3X8A@CH*R-t2)W1zrf!w0hFp<6;s^Z)#DKsn85gD|Tc3NXY|0chI~ zA$*0yVX*_-B{~@j0hryD!$yE?)UXW# z_+eZ&*7y+Ex((*O`hhPF?cUzr?C;-fu~qUe79A&P=YUPH5YNyxh zg|;>pxFNx$Rk|SPXdyyW%EO~!m@PizI}r4^+kY?KT^UP?+Efma`dVIp2{mh_M2U<9 z13owIbn>Am+Pz^nnC>sm9QGb@ih4MZ?TSU6(^YR)E_V27ZTE9U4qQQ z7T{Njp6w}Tjz3P)IC!c(AmGHQWYnZDmN3c=hK)Pv-^2RG?L`O$`*JgqF5Lk>Le65i zBL}73o&jxa0+%`df)lR!z3AcCxHxKV zZq<+4GcIG_zFmbI@%lRN6O5$mvITlg%=nr)b@NU*>!Xl3otMm#t306k>_#1sfmh88 zJTA71btNEG9xisYTrF71lvP(FPutg)7IP-{YYOjO_&|OEB_{AXI;E#Q543#)0;=<8 z*r~d5KIZILDO&GzrcWL&4p`F`@A`y4pUm+DX{^6(f3~dkjJ6=9c)2}nAOwL0x?!=7Jo)zYtQ@+iLR;mM$AKBcT-XVLy-rN zQ=}dDt;kz#C6f;Lm#r!Dk@hl`{0nEk^!;cJj`{W7z(|8;6y6#6lZhopY4-HI&3U7*W(TeDKw**y%@PoS(R)KA2;{FZNHIv{S1h?Of;85o ziPo2k$GuxJ8Iv+-+5`d>@AyiQoi}9$f-eC72BoK4*j3 zM_J(Nt8~LEsf9nwpV=P__{X8`m(WX442)T1Fv3<3&YPfOTN^MK_H}fI-WC3Tc87rX zJq7Zo(zFJjL%O#wKA@vC)`Ou#u3v?m2G~%*u?LYpsl-8zA$CguhL~c*fW)H3%N-nI zDmo2c3uh#aXjeWYRuYqLSGZsn8&>IGip(n^1fKst6S~L;a3b{;XSRBJ-G>PRVi^`S zME?1K{vA3e2eI|x$SRW2NtG=p5HzzM2w+hC5l>;mq>?y;8~5JZ(R>=~^t^P=ZtR)n zHYV2K{Lp`fsTF~%PHTDD;qRW#ehGVm$e%g_f62hh4wAyVt{O|jNU_5ZJ zkZ|y3_>&*@BC(seaNo@iao!lz#K#U1AWRAqJ8rk-oSl3gQ$n8-K0d7|mD4t9Y7nx_>cGyH&hvC>V;JKK<^WKTp9aR%T#;))cf!Z$N^rrKN>f z5_OhC0gteMdwa2v7zP+8sE5W3-!CMho=uVi7NpWjxF}UYfR{CRY*+YetU+P=4+R$H z8%Wg--1jF5?3Z9uh0>rEj4jd&3qxT2g(-p|80;Xj;z@lM_k)kuI&P_a{i%?&sqpU% zR{vV%a3fOi0Ca+S{r>%JV1sOLj6Z^z_?TV$pGr?1#_GuF626c1hGrWH; z&MIT9%o?cOIDk$8rmb*~-=(I`_|E_Tq=p);ClZ6Y0u0N@$jCZBgX%r__(VA0)R`;tH61pE9x#t`w$}%sGQ2|7o<=R;gW?o z!LFhYV;l7LK}uc!DJuV1!0PTNbx-m=K|m(n14(TBjf!Ft@j@@KGukinWIGy zxHJ}ATp(PBcl3mEP>EmMvtR5*{*#05Dpxo5T6JcdUDPgO3PX#}?bZWr6{L$;-!lbm z3iv<7Av90f4FWS~*U&Df=6~^)6gd-B26yC?xLAww71=*^h z!9no%!2#twuvn@8TeUGjp@%qG!rh~HetN_#B_HUJJ`QUaJf*`CP~w9M9dzEYR$~#G zufVMn1ij%fQA;l?!v&qEI5Z6)GyjjyvyAZL1n_8U4%1NeFoWF|$pM*Iud}p;_;)$d ze-COulT#)oA_C`Iaj2-qe|Io}h`>VzjPo-{5e6Y>=x^I_*fp3RXHybP*+?0#VJHea z?!rlzwj4HiLJ?W|l8xmSyNM;&pKGzql9?uq-PHGFqZ!V|_c!!=lxWvVE6Eb!=mWbd zhVv7_;}c-1M~nm?DP#l8cSx7d0cT}@Fl<6ay01iI<$fE>EuA2$qoDe|2t7{4*W|gs z(!FecpJMRbwV(%+*)tj}+a)=C7#H7_?5Gz(vVGf$wBR)+NQF zpYu8O8YRIsg|pJb5gD&^m2964KJRAOlbmS7JTyu+tk+lybL1*FQSt^5FvyF@U!8Dv zc#T_g#<8_Q&0ThL!Jc3KFFxuuXs_%nzDpy*Nl^N+57>Bk50(_#BpE(;Hn1o}+K}rO z`837%7>g|&E|!LKuZP37hJQuk_CNgMUp-I!xmu^Lr;^vPRN8K4ovWW62&2Ai=sPFO z+hC#8`3i7ANLaRB5CF_;)N2J=DIkyCbmG#p{>i8KvWoL-%E$r≪|@@e$FzQmEr3 z)^BsH?#+xRs`b=x(WxxRAHWI>b1XWiEY+ov0#R0l7fhd*LZhSyKdu8xo7}wf5$XVr z`)zuQW6R|pV!A!sRpMa^zW4K=?KCuy%AK9a_KhrCo_fD>p`1~PJ-|7A`SKIb)XKC{ zoq~eK-|Xu#**8Oqf?E!2*e_><-(c-n2(9S}%v(~_#o-ivA%&K`@D&xz7%affSmF1m zOKI_%2%~Xqv7`JDk9_pcnL97cq$hIdtP{80nsnUg_?LgaY=U$VUikX%J^q|y1LLiC zkpriD1dnjpYi)(-55ipT>GI_h8*yGL+1r2sXx1!lB>MI<8zJMWHZYwaHm z#}JHU^QRQ@F-}%dt*i0F$x8=Vdlq7*#1t7{pOrp!6jBT1Ec(FxZGE{mPAg{4uXEMa z)yTz4;P5`@ytsW%!|3mv@R$2?$P1U|XA*J8yM}t~zS7Ef78Q=xXrm1g2q9+3HMD5D zsvGc~HA7s*)zOhuYKkE2B!GTFwEv4Oxy4_ZSRu^oQ(NB zIqHmu-#pjyT7o#eo=k*z-ZG`u?OelKTE{&VGm*U-{F2`A$n#2ijLXJF5P2RAbw-?B zR=5W3vb1)6(9P%0D@RxR4zi@ClfUS*O)c5UaHm9@OC>{hH zyVkSQnZjH4mKGA-=v9{<|8vfstmR352;E9%DqMXn9T+IUP$~A!|FQpE-4|*7VPw%M!LQ_=~u5maV!kC zW`CI#9>_Rgms;oS025A-m>{;uXUF?345=RTd4gW2d}udGW^2s3NRjjek^zE{v>tvWw7+wnr+a)v6eOS-5lO+l({e71W2@Gtrt_j%5m! zm%ZO7eqX~Aq=!#4j2}Kc-m&C>ko2J>eJCS?2?n&j;6^K6I5H0o!cxe<`eEr9(m2DI z^1%KZ#p6A_bGi#Yt0ecyw}b^!Nw;T2xo#ie$fKbWdWbqCZy&QB6Bl67r+$+@-?Vzc zGCkvYef@8W-*=-oTJ*E6V1n^dFQZhvo(l8r>-e0kh4KhsCOx@=JQa#J5{AeBBkn@s z-nxYVGcob;a3}(mlOK(5w1rcwD{bMd$(t}=Y+W_MdG<)Nu`!%`vAmf2J6!Q0 zqkm{ZY_6b^ON+!uFFeLLnj>ch$C9?EE@Ee+&z9d^$mM5xNIMWWI6Su9d%FFbY3|%c zX~vb{Gat6)pJ($^4bd!BrIze24^<>27W+?4j*WG6C=oM5aPh-XWf43RIt()5G{`e_oqdDO4kO|C zW5j+Dsvh-P2Rb14Z-W!L!C;mQ0%m}h4GQIhjw9vi+1OnUSRXieTt=nAG#!zFf^(?W z#Hypf#&jdu`dI0~pTc!l!3f>v1RV~_%6+3_y2>!m<7_3Xse}8)x6Q3XeM;VB7L;5< z?^j8im0&^^ke%+4r~6Eij}iviC=ZP2(={dDMPy{fnW;MTG;rT;se3$sVCnV6@1Bob z(*2Q=rs}}JK+@f$EE_mHm|iGF?<0ozJ~$$Q0hI0lKZ9BN>ALR4*86j-mI zCkj9I^c3D|*nKJliX##cj~cl%WQsLuQ;%g)SvM|1$`CG)QZoMXIM_4w-ZR&VXB5$X zJmnF?`2@vxxGoHIh|bHGxvD5@SER9-*k3T?KaE?n-+n@e{h|2Fn+Jq^_L9FV+#2tq z8gGg1BqbTL=i3UoxB6{ssEG~=3y@3_g|;L{HPly}(-Ot(uNo>!&Ygz6{>tb{e{qB)y}S#u|cJQ7Xb0KMWiC zt+BVN4x!zFtu>+Q!=&;ZCr8&moGw$5^C`cvmvebk{4U+}35HT;MIeqc4eJx@`mwuI zPr^F%2%|-)sYUHKjdcL1}2iVOD5R z%@3ru8_pI^HWCs!y>^ejohxf;mm%@n;lT^7Qa9C3YV|crW^JS7Y>8GTs=cWU zX-h-0SDCDUWezq*4k2e+zX!}8oA>^7XI#y?xqKwX2jhX~WO%fjwdiQB6c?FNcsxbmn%H4x;zGayF5fwwmlZOW@dX5p; z&YHHInhFKH^B?^o9Y!wsL7oKUZ8*u&J0*WvzoU@QN%T{PKAvtKCPiB?8T()tRk z%IMr!uz*%x#dIHUo$V@)fgj`Dayi^6>bLLkZ$ncrqvaSF+)3u1)wbi(TE$5QJqSbGxQK7zKspR!MXV@+NvX3TY!yW^@E0r=+Nk@~H; z7R7a^)#mh^t7j6VI}63VSl`^V+W*^b;dk?1EruWC_6!ByHS#8zwLN!Xum+fO^;#Qd z`j>Zb84!JBM7q^<;RTT4RRr%`8!5E^yYWH@jPyl9>vk=AztU4yF8*$RUazDbq2wui z^->Mf=vnn|>zy?UPlXqguZthEx)=99G%A;7Eaeu+DbXGsS%~U;jh}LfxZozAu42fI zShNTpuhDyww2~H)Dh#)S(k ziA8R&=;2MUzy{pJUZ|Q)iu2W9tHocx=3$?cdhy~m5t~jZU=|rLAw?23B9oIh3g2Dv zHyvU-3dyg8Wgdmfk}}83+M5=YeE;N2@OvLS{UsZ60nJsF`7fi?1+_nnR6qYT(GGl-B*B|!cceo{w3~JCY=PclK3~*~1vaDx3N|0){Jzw>w z>bmNCjS1J8;)W3Ss9sfC&h%ArpKDH7Cd0RT^DNn0^yv#bi>7vX3bZGxvP1#l~e_EibDzEW~G>Rl;NH~|o zot3^?9F&TxW&AXydFxSa5C0=a84}~LNnZPg#=h^PM$uuHdN9)d zwA!+3qdn*?YMi^h(|D9qv8-**v8Y&B(R7YiCZ*{G1df85`_iY{rF>0zU}Y$7HH|Xm z^UQYNVMC#yYqgDkDI`=N80YQ%HNWTQutSK5Ub%E$f#t&&VR(ddfp( zbX@AR>n}BHJL5v@PDZF?%2=-&qYVtq*&65G#juk_OTicazdF0pa4NUA{}4_jAqf$g zlA?|b*+{gF86u@4Q;0$$WY*59D78g|gF1zfkQ0##l_AwJWQQ_DqgefYYzuI}V^5i3WpM@6^Q)bD4V+{5A##rVYV?OUg~|BS-? z2mVzz{!EJDD^B_?|L?uyRT|QR_8fW)Yvu3VC-{Y9IWE`!)tf3N7bZWcX5##TrU6t+ z%k#Q=j7rMC_tb^GZiGyA7&a;0n{F2$D>q4)^gocQbK%n$jJoAnd9gG21bPAt?7jIQfWPoM>**>##Ekcav8S;PEp&3#pO z3&PtE2Wn?rXGGPpe9V|u^l`al1bjr*K$^0D-gxm@P7`o;MN)7vf^9ItV^r=#9^^}wd- z6K$LQih9zAx+GmAdTcUeAMfkYW@k1eq94B)FTZvXaaVD%%Wn^;0%R{37trhO+l zesEo`SYtD!F8M{Wr3cAVoNcA{`5#WEY}97U7u5`(zL8K1guZL?Jr^{pboi*0@=cPs zXH^~n_jxt>dtN5m4ysw2JXSl9FD)(L5wPQ|;MgE=WLL-VjKD=7hp5E#MPoWW2Fbx}*c;px4ZXI3owWD8k__iA;zwqx4xkr#(NC zjOM15R7uO^?u+c#JvH^!+A5Y72qG#~9A33_UxQ|XA&`4Vr7v?|(sPb_#TDL^Yfvec zH)IwY8hnfHQ5`?IciZtwo_R}K=XV3gb7}(YLpKRqREX-h=+idI>+#UR z$hYzzKIEzCKBI<@1)s1;`4hB!;B1CvapuK5berIJaEkb$e!3MNfQ*LtbTQYkQjZd2@b73jZp>Cu+v$ zSkh{Pg9TwF!g{8QcgaZHxaoI|rYo>}o;B;7IDlKC_}AQea#ojj=kctelE>{gXKE#n z4V_sm^7dDhEDKnz=v821@4xH&gUo%;_*c4gC(`6=D$*mvQ~tAc@=GF&=Ki%&T@Ys% zR%y8S#Q8Q^&kE=&U#Owo*tgHMrj~sD*L~W0~2zpzv3MJM$=6NTj}^4o9iEp<6<$P}jnco!|2w=mGX1zY=q*=JJ#kv#hl6hX_X9K1B>MD@AQns)-oJ zUchSoldQswfVzmmy6pPice+UwCsAwkeW(MhrN4~Y-euZd=RgnuV4oe?MD85Ow13F%V@okmu?-pT;%mE&hL8S3HK^D ztDM%^ZGykvoRAB%=p8v^p28}b`?Ep9}T%4QSmp~vF5TKyVOxm5aU-&2Ek4?hF zrV3oW4EK{|5NCx7@Enb|jOOJ{%izNi{8PZ>XrB~sW=usa5jk++>*R?DntynPntJ5t zx6I;FM~|Nm*)qWNzDE;w#L;G@ju2n+&V(cqU;{B|AZB z#OE+;n$`rWMt;tf8J{$i7%}|*@*I3->^=@j#r!y>a2|G1XYCvRc)?oy9+JtdYZ4EX zjqJ(IO+`$pk$$J=z@$wb-X_D#TF_*oN`I!vRYaptXYnrv-A}PSN^ox4^>1 zvF2_CA!2go3uWyeV?P%+1Dg^dA;y`j(G$GnLbFg|y}wblk{*GgXpI&j5Ps3X9V17hY;XTwOUYFp{%D-FD8+w`?N=-oOswb$+ItQc#wPHbX|YeoT6QGb;92x|JvgUgW89B&KE z<$dqg2}oeeXllMO60rI^zo6iZ+2m&vuvzqbS<44eOvB7^zW|{axarv!zF~QmLLuX0Y5K>&ChbXH zz|EQI>Eb`yPcEz`rjpP;as{LTlgQ43w8mGI+A^>a#bDQ6-x*CblAw>?-hSPR(L6K- zO^(waX7l#s?6$Evjo!YjoZLaIc+8w0)*BR}EddcE4+zfUudT?O=JPqSgLV4mXWJrp zI>AkRpu@TUY*I$Xze>wVwjY{KE^Z}H7ce*Q z-0cOfves#FVzok&sZ+EOn=`t6z;<5PH4ET10Pf37623m)Sk#Mg2YQs#=g|~O#$suy z%58_Njefzh3`aoc(|N8u0|wYM@Vy>46}|k|Sfknt-&%b- zy}K(`MM;sxJ|cR{c4-s?I)+ZseQID_oRwONePP=4Bmw3~Eww0vdrHx_k)sf9v+x6K zWsW8*eS>fPOdy4GjWA$gjUcTDov&ChC#5%RXvkYcS3S3&fRlnh*MpHv0NE&zE1pd+ zpXLgf`*s8{3*sExao^t~IzvNAX*sAy6s3^#oKNeRR~K;6_$(ne@JVhT9`cQe36COs z5r>t~@7^6-sL{*nVNco+a>ciYi=Zvvpl&wEUXOTkDJ?A)&_&=3W@+MO`wH#P;eTe= zws*H*=NFjeC20e@ubSxH^&S^j2?_1UY$5T0QS0*f}cPH1LJ48F<|hO1jNata#P ze||sDU&Fc#L=`u8cjDyi(~0chiSw3Ta-Id9=FD)QI|%Ft;8OuHF`j~bv5O1y#2*4t z*CK-O5irVdMK!M@`wNEu;rI8k7N0Q8buw|gWRE;<}~m&_`chJ^ScZUfyG3QVWU< zF3KyWy3{FhHv2;dandX6I=-yLP6-}F}D5yny{njRvZ-Rw*nacWQFbzqWy&n+^;D|SfSd6a>cHN0h`u55YXTKK*I+PqUms; zCCi*sIB(68e!+{-G65WQ$fux%uEE0uLcfdN3a+hwbj=}=p93>#6)nSOCa>FL%c z?Il)1ggXhvpI=;RupVj zRE&~Zs$5imSk(plAuK5B@aFaQAqWRYLm6}>XoE^5*y=6}Si)Vf<}~+8!q5on3Hc4d zmKe1?64n*4+7XZS=8a=DS?U$IEaHa%XO5?gAsCp11A<5-AEutAcDIU(f=W_pfwwqz z%+>2I_Oaf9Od%d>$RmhgO8725Pxq}eH*e;P1UIoIjK+KjsqrWZ!+mXdc z*|B%Z=xXPIXkt-pnjp(|3F|B4`P*0R2&J-=Aa&&9v-nrYMZ^OEgH5nkPKHi!7BXm~ z5Kx=4Y!u~6?UX)!`lR`MXmBtKR?gez=AqZ;(6|+{6Uj5#1%9euz`jbRj1dfc{<*l| zL2TEPVSqw25i-cbocOqcfN}*^#1etHi6qJxf@qhpZqj>_0g2xQ)Q%vP2WN|hV8_VW zL-Oaw5wMc#17bn?xUUB1T|^W-Rq#co7`Jb465-{lR|`mxJ&3?>QQv6}Ge5h6 zw!BSnXN1ixuu`#`D}8UJVXLFcCE|;d-*i&dxW_o;DSdA|uGNl3&S>RK6ZJh{wVAky z4{*!$94~dUbW%y>CE#)!o5W0SvRwiX?djzuF_yHTZI~%QYzRWDSe|N&bM007@?P^r zpWABu9)V}XaYp|X7`YEv#FE?nt|-pKee+ft2%JRnOYEqP-hlYP4~8|nmr zow)Ag!-v{MwU%@tW3m~<|M{TS8d!glDFG6_rin@xRF(x+6_fWh*ZuR$`Zjjg3U2gDg(wW)z97Y*@lzCzJ;cHg` z)9-liRduz}+S=N;)m-C#V&@BG$A|q2ch^@3bq6NznuoNRe9qR;8)|;`aj=W(1x*N# zUs-1X9})+u`lxj>ko(}nZA)r!Q>kBj4k!CTnswV(wI3j1LhM(V;6sLesllxSXWK}I ziQpLd-ta9CED=>b%&#i894YR2j_yKU!_a`N$rIRj#Fo8_e9&M(13}y2IgtWK8t@+T zQwJPBMS;Iz0D>h{BL9T)yiq3@j7unNv~BKAwxDyw7A=I%d5Z6G1&@O2Em3%h!%~W% zsr|#uK*2)I(d_bYv_zgc)YmW-z?jb}#8UK$D~{{0$S-RT*%%3A%u`Zbilb}UTz1Tf z>@|e`M%;Y1ZGHwnS0W1sTF}mfEcwe76=k?vyhgJ2nt?!#p zk5!vWx$;@chiTl$(OR zLj$dyh3oUYHqSgJlD@Y)M0w4+Lo_ z#@_sW2M1Ys7J=(6uX<1XfK`)-ZlreQ?B_Mec~^qZP>0iD>?-7NKZnQ?Z3864F?2vK zd9Uz+7ike{>miAYFkTOq2uY=q=ls7kmUiBMRC|>*HPBk0T?mjb;se-2p2ux4P7h;A zkr;ouE;bwT27hBTjZIAaJY6j(An?P$?8s_JUNin)w$+xr4kMt)HT`4Ego?&P$+Q_hpUE$$M~7UP31Ng3l4kR ztD%(l_SK7NPuP*OuDMn`m7f?|V=-)_7uLu5>kYOB)q8r?fr-pJZ!-h)v!<8LReV-O*-I} zt|u!EFjh83E694;f_Q9eP~eh^7nJ8^D|EhHlIa^U1{L#ct&3jVTAe$duNA?ZCKz&K zOUrr)%#Vr`BjL0hZ{E2gFgTn}*N`S%gpW7;5Q0W>p6^b>>t7%Q<~ zCQo2$rr&ssBWYhrl2b67E9XbGE{JaBB4Gob$dr_d%Bz7Ch?4eV?=r#(AN-f1QB|*i zT7Jdoe!Cajr;Y>8y}#6R6{hvXa0eSoSv=%q1?+&V2;C~+wxcQ9R=X}0dZa30_nP<% znGHyhe-{?=0a?v&(6Zi-JZm^nBs_0a1w%G7`1t$tK?2zn#TITt*RugoqnmGNUzD^i)cEV#BX) zkc2nMeH0a+V7v1JF~K Date: Thu, 10 Mar 2022 17:24:00 +0900 Subject: [PATCH 15/73] Add files via upload --- documents/userguide/crit.png | Bin 0 -> 66174 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 documents/userguide/crit.png diff --git a/documents/userguide/crit.png b/documents/userguide/crit.png new file mode 100644 index 0000000000000000000000000000000000000000..61df4f687cec6dfbfe8c4d985d74264f14482ee4 GIT binary patch literal 66174 zcmb?@1ys~u+wG{dgoJdrbax02UDDl1cQ**4LxTts(%m544Jwk-9U|Q+dC&ac`@P@y z-L>wzcinYo;X;OC=Jz}2InUY8e)c}$ua#vm(1_6>5D12xEL05wdExR&x**H0JvvIORh*y$p(b#y#@U2uEiX3L|w|aMoH#5u;gC=${Zv8%we4dq)0-zLq>tXDq_|mLwHmVd_GPj0sH%!8t$J%L#u~}vCP^PD4(=yzPe6|0<<#d`btOwV^Ftrr@r zN5{Us3^?v1xcZakR26vVYtZKV+&J(romPcGcxA`E-j=lmB^nyqXp@^&nQ=$^k8}7h zr^<9g&v&P3z=y=d#1INNQ=XihxPQ?&rIpWDd*O~k9pLP>8|eX$Mf|LxEw@8)Zx$&!xm3dF!qoi`rBZvIL-Ufe`bi1KwcXdpd%wA`-7WF z7V;>GbJ>k%^?>qzN=SGDsj91cE`UnZoRvk1PQr)I-gfqJRP|f%-SGg$)>Ju(bSycB zpP!%m_Bdi1zZ1R?K2gfTX^5>H-yE=AX#7R&3^m-U82QvpE6ON z>hoZ={VZ4O-#=;p%&n*>8DwQ;C98g+tLu^1!2&k*N9pP!nv%Dd%Rv;M*$lhGaT(yV z&hp{~Dn;NGRd;u{iKQjIJ1LhlTG->oW{;kejlo9{!)EucL}u+O(;g&zkG$u?UI)Dw z`}4=^vEn(eK48Ma!{PC~vbPs?ygu-hES4B09GY{XSFE9>R}c#VP;>y9!arF2{^|(` zTxS;-Z1|0Cfq1d7=$xL`u2W?DOhZlmcz3!|#>Is*Ppvo@^?RIvpkUYFpn`+$&Bgxl zZe<7BCm8zT07X!gpxYmly_srAa15F7+Hkrs3MQtds*K*|))q=uYv1tq?{ak_G&H$t zyXj(U+#b-$*G!4t4|kWx^G+SBN2@(YM@P?uaEKZoJwc-6~4SxMDMjFZX>S$G`-kxY-VF82{ zvO%NsBfF`xF5$yg8h9@F`}c37&uPJq2Z%K@GcyxAyQlp8{6CX9pA3Fx|4>-SAR;PS z?f=&mq?eWQh9w-1I!kByCpoqn(;dEpNvz2nrXh|!uR}Ku4@X{L$lBds@3Q|)7bf6$ zTnGj?X*rY{_Cmb?g)9>SheLkueR4uEkCo4CCG7x zaPaJoBt=EjH5a~6aJD)lo~)8mSYqOHTAc7v7YM|)iL|MyNphg*qfU*c1&%r2%hpW{ zlltbBb1iYRVTLLD);~Kjv$iUG(>ONw8=p(XqV~771Th!Rmk1$RzTtFW~ zR{E0az4P7NTE~VE`^Qt4xfQ>$bWVS8qCA;;lDC0Zob+L6@2Nrxr*F9cI^@c>49n=; zCPo+w?a0oZ3&~e7CpQvsBE3@^B<^k{gjyt@ zL=LXBZM{ri^0PUn)JaPbaZ6h^S36pbN!Hu<(ve}<3s)+wZ4IsAz4z|mXQQ{utyO#* z!^T&|u@Rs^ZQJo=jQ#!F;>f(6 zgBAzXz`$U%NHte}S7&1T1;844DiMRfb#TdJqX!)AEP^nnxNb%27#33XAdrguO|x&! z>%_BO4(aLq5G_l3j(B<7NzqR*+01Vnt_zJWPw?^at*6R}S_*cP)rx!XZZ40v#%R2K zeYI?>e`z^%w!eTv^Ts{90;3NOjT||zD?~zKksJDU+u1^%yF*3;{!&d|F5mVLylN#w z9F&CSvF7LJgZv49O8_gvVt!Hb+D)N{hlew=vXmQYo(KePIQ6{+*)(~Wt0=a z>)I24c+m&O&nHd2CocraD$nXp|l%BF!0x6J2^S>B7)>NipZ4q{Tj*o_~Jhrza9nD<9X`1`l+oUipouCA}E zAKrmoo}lLg)`$Fjy1l(Uj(}_TPoF+b_;sk9oSue${!9R(o#(5#XUD|Hh;RgE=|(DQ zoLsx@rq|BszriAXUUGQj?}PC9GrBZQ3TH*(rUdn)IRPEi-)8f6YHYrICq&CeSM#UGG+E z>owR;GP!S!K3ZB@nrRPcfo#KIJSyMD7|)|GbDnsc{*^#CB6urdM>FFq1I;r98@sXp zF`{0BBSwlM64)zP^y}eM8YfG81(Ny7;UN|`H@E$AyJ7jw##Fg}wZ(TFIIh77M*v^? z4UXj=@2jdf;K&ec&0FL7PmO%H>B@}Shyfy!c66+GA7nOUs<4P#ppqHmwd8}m9Q4pO zcQP}hb9=QO3yX^?1WbJryelIk+Rr{P;mKnC-xA|R4>**0!7~c3jtDLQ| zG6!gN=IfiM7FMySi>}(pscP+ZHRaYYdEce`)VCn9qPDS>SVTVhb7Lyufl0W-B z1#?LrqPM=c^MnH5Vz! z@SGNg2nQmJ&xFvhf0lz6CumJhSu8;4`tlHqgoNbk@87N&9VcZnY*o5^74*lFsfqd;?*o}* zyBDAl@Vuq4Pqs2OA-Sakop_m&CX3zRUS%>+aa_+!c+@*S{#9Af_SfC`*ci6e@E2A6 z%cIp-pOTWaY`buA+lmz*KY4;pNT{=a4KkX^c%EFchz}RU1VCN^=M@N_{Y>!6iV5Vk zD6TevdZBV3K<$qppz^5D7}I8CW7A?L?Yn(Rhs|pM(gqq?*UIyxAJu1-0xWmTn5EKQ z(y>}f)$Dv2<}EGR@rq9Of9a@28RBJa7ZBBCGcqzb`1uF2UwzQX+_W2V0DjgOD7{QixQ)%r-5KA~%Rxa!JYLkIcvD`#gSGE=w4<@+? z;pRxDjD*A^us>GWO|wn@UZs(adg%NwdduASrq+af6F zg~&xqZWzbqI~_k@m9KL@qw*>t`}HqEnO_6y^lx-$a<gwuO*Voh{A_fjV z-rfSf7ke*WGvze<*(gEtLogw8tP7PF_L$g28CYJuEB$REXMaynuEG8%^;n4*1lsj0 zr-E;-cRYk7a;lUTS;MNM6j#lOftk}muqI2bay8_^}( z|F2ra3{*tkM=Os2ixN>=%j50mXMVWUW<8b@_BuX1gL&I@k)kT#E={)9t+xA~D1bK^ z2J5xlEr!~QCc>!5NUK*V45dW>vVsW#7cUeP^sp%wCjdf2F^x}2CLFfoG!6~|AZf|is2tST*`m^yUO7avVTE@bSdb^)7;VfyoaY*oJ)k;tKVcg3@_U} z4oNpves%08&LfBY<4OsKu$WiS#{i1-4W;p~?(Lz2{F}YbBP%E<2nrRc-Kla@Gqap} zfPUXDxp&a!Y`SIEdIqKX^YP?5A z=fP52*+O{&B1ek@=m1bV{=;DiDTe~)00AJEbg|Q)IWgZLLkm9fQe>)6>S&lyA)^~L z&Ilb-*z{^Ntt+O3azDd~pMih{AUG#454y#O@v*qLcvxRncLJNJ2)_3AsP^B*NI)N_ z-sqR@+<<{{=BA;jsQ(j3q=2X>1#LC~9|jN+7_ykE1lIUqqun_JyPGBFGkmiIx7zw3 z>Tz~3=PUWV1J9~X7}@CG&~Vng+>!-In+n_@f`w(yV#`L)bY^Ed^6iQ=G)Q6SMRzF` z!)nJ4BY<{4exqRqC`0o$btY_3H;ZYiw;E0u$K4{}mqdNGbYXqPDh%UHQ+`So1}lyQ%^Ye}s|3TPKn_-~2&7UzU%AFq#H$0(WQ<}D?`mjgL+F=<52hy*$bV^4( zjx?+;V-e@>rINqV+V-U<23GR?YSLx$vIF@%q_iB77E&lhNj?4qezAGGp03Ku%23{8 z+i!A{m#>6{)^_<@B!46YQd5taJ)q&#$QX~f`sh^C}TycnO9`^jE81AyN5x{?N zL6p;teHSAIwHO6h)zaQR%42tm3g9bbEb`u;Dcq{BUqc`OFm_g(4*+^Al-p{UQb2$Z zi(KTH0H@}Wk^9Rn6c753shE(Xpk>#RC)DGu<%Kw7n}aknL4p|Df}~mDFj*3T{4R44 z7S67&k0F4p?U|aw2V6o`ZS6Y^rm(OuL{NJbp}00JWJ#M$c>V2r!^o7_^ApPCj@S0t z*x=20*2Mj((=W+~CYgqOH;=@tRaqYzub4h5@xov{@PCC=iPG6a}H$m<{qu+rL1fdH!}bDAUl z8Oe+V_#jIqQw#+iy%*pV&3W+ApfG3|*S57Su}uTRxdO0vKOp5ME|wcz%;6;wDk|y~ zAckEImqhn(vox&A&zxyxI0HY8O+QY7osGQDZ5VZ3GHM)|4YhfQ?$75(-5CbhP1y7{KP5m2PfsnKw1@mfxPsfBN*o#I}t8k_jQb@IZHI z9zWWt|1TO@D2zC+t$KTgBrRrs@Pj1vBl!*aw(AE$Y*hylLmB|)zFB+~IvkCAN@R19LW&8%ytHrIsBRQG4R68N60Jvztz>t!XP9zBn2vCZOwn^Uz_?*ys9xQ|_ zrwbKlOar!`1iowlp`w_|g9?Zy@O9YnASUFoqp=bAXE;3)Fzm%fn}7a%t@>3BlE7O4 zcf(>-Y0Ufz4&mVpcV9;eySFm-4gveY@Y?@RVE0;RvfYs%P|0AVC^TR`KJ< zkAO2Q_chGa66$;z(Ts)@4&AR)D=w=o69QG+dr8&v^p~KT0gz_GS{x4fuJv)rD`lk8 zM^Q7%Z@#{|`rAf+4KLSU~2)Hvvdgr%jCz*%6I_5N&7{BMorBJ(-Sy#r$6~F@-rwCI;Ao@c3iWe`x7}R>Ba4LWRRbjPE% zUAe9l)3VW}P!VSF$$z59XGi-IFpQ?#N~)keA&7v0P-LWyF3lBq>kVgc01pF55UeWq zZMD4o{4P+Z`&}ML0aE^5ggpn>Nd(7PDekwQ?3pDJdtu`VYlj=z(Xh<6(ZU=|2(^PwUrE-xEZC)it5xcZtX&7?Q8k64idwBlxaw5m!h$J^Z{? z?R@9NYjWThrat|ZM0PLt!=DW_I=!L!QeOu;ZfPSI-E>zR8}*r=?aofN#gjojFjz@W z`CRY=f3A?A3pZ{}P#Z#%r1$|ULZFAi7K-M0!Y^&su=WSYnIZ+|5p*rWbcSymkx(Hz z0X zZu2RK>9qn-7ScJ#DfXDbr@hpssqtfKDCRJqq>N8QU{IX3pcA|PF1kiQh7_;wn$I9^ z&6ClaNScv__BCQK_FR^C?$}PAUOhRhMvRHfN3VX9m5Df$Wn4s8y~&~YiYC9}XoYIW zjSK0lj(rjrryCrsDKmNDb4C+%C0-Y`C0FQVwHo?h*qKS7e(cJ?P!?2L3TF>@q88cf ze!gxo7L(Jb*s0@udlmiWEk}Gr;alJFDMr%fBr5kPU!UrHR?pV?S6hS{uSRZKh^M}z zQW4)f3*UTJnDJpleff8JWwO?w_3J$?WTg_zx2L7a(y<;d@rP=`>zw$q+rW*)2~zZ% zOVsGSH1y>m@cv1}s|IHH-IYr{9Z2947>%G-ux^$Bo& zo6V1z$#~kAn^Wt!kvc>jk0-nuK4WRxWmCEMPAyMfk+W9))^sW-<>zgAro^JCSswJE zaxpZwPO$Y$-OWSa?zRtME1P8L0A-Jd&v%narN`9NN-Nv|@8LE;LAvj+&ydFx3Q6Tg z)s>VPOva)!Y?Fgr5>Am%fk}8h-8rR*}|g#&;rzY)JlQ?D5)eFd^|Sr zOL=#It_RTe5F_27$HK!)ePJzFF6%}a@Zl}#&57a3se%T*hs7ujV+)1IhZ|72BSg>o zi@c@qKAYL!coi0tg$vOC?UAyVKd;v9$m0Y71Nq^uFUw|}TxWPl715n{t!9{IlF*!< z9AyP`n~dgElqD}sC+Tj|b|aCI8A1{rufDf-G;t$Td*{j^!ZAvA%RtkTV+3pRF;YB+Q58p3g4}~AKU+0Kc6pzAw{ zCyUR}N7(HDBiT=rgA~l_k*8YeBtQq={`(8O3tg0yw5Km?jWF3PjyBbN*|PNTHHH}7IzsuXQKt3P_fF5yN$(A72rYcH zfdPlZd;k#+)wYD+b0=b8ha-dPqH&rZiUuIeMPC6bSyvVy^1W?_IJ3=1)n~TVPT@q; zbXL8r0VjIlCT8#k?&%5kevBL$iI4(bzrl{1_9vQaHWB5DmUY@)zkvXlrJMGv+ z6!v`ex8c@OS`5=*tkQ}NBXR9mYCvYYc5tj8T{{U=RmnH-HUW}N6A!yxZ{gl*r9~fD zJM3|qmDp?QO^bwTh=YZlmp!C@Sz83X+c8?}IDvuNT$*qgLoqjHXuQoi@j+mHL&~7= z*}#Fd>Wx{??PYKY|Gl_Xe2Q^M7R3k+{Rgg65R=c1_SrDK zk!yK8H@Ci)BjLS^$lvJpTi^EwEG_{OJfDKt=pjx4X|cp1`dU=P2-*fzjEu50H|DCB zI%;Y-w|94|8yjH&%&h{ghgNwDpw;~S{WXjM-v)|-hG3iXSM!KBVKJ|n+q6jgE1rH2 zA=S5~RrUDA<$mZG**}YLXZxKO5BvDiMUa;OGWrp>=V^EU0>Yq-XYW|-6K6MF%8CHK zcZS@>A6MF@0g%EH`E#(*$pqD)*$X;N281Bsvyp+s1W*cDKy*SVCM>LnsXic@f6fqv!me)M z(JbJ7p0RVIN+l{cSbo5HQfnLDR{AxS^F8a%jARvTrfZo$i>A4 zfM-%#S{p6qLAS@qfMkUzDBQISvT8Gq1+E6B4}W%JZ;-Vb7?*i-5+T9N6stE@qD%AB zyBLGCY{=PGIf(SjB-U>K)s|4sRO`JG?Z>a=sAN4RFYx5QD1Ga`5zmmxWRG3>ymbj>M{;(Gg@RfPo=O>OVPv51nW_IMdg1)tOK+uZ3kl3=@^I!LV z`Ch^@bDj+G^yV!xb_>67!6hIKrsS*L1x< z8kCh#u(*JT0|IGpZwEbuinArqMiUSgegYvE@eXcS4kTF)ym83icXe}fIr%LIG%l}t z#M2$Y)}WiIfWCvO&( z54@-WEnOC#9mY-77s^XNdgJYg1n`3>h>0*M zTRK332wYT)13+rNQ*XU6QhMt|$g8N{AXVCK?6D#=OmDGjFNxoO={!*Tknur=Tj3}9 zxN_$^Xr2O2J~?JNEl{EXo<53@Q?hO^jKJvSbcJCxC}bzU0;v#O0S9zC6=Q*sppWFd z@)Gn05W%RF)&_zC4&HI8cUr#x86cu70M>o? zFSaiyfu14MR&*|dK1QEH`!nX-rX&We`|DARGR)Wk9dYe4!pUN-!@G4err~8D7+^E% zaFqwTEia@<#5T_jYy`su(&ED0!m+Rulfyt(p7b6O3P)@_6$VRRR(7uwch0nry|Fk}Ti+-u^yzx0_N^jZ$M zOt}Hd!2XYP3byzLCNh=F125T;(@A%KEwiteRvWszvMAX+YzO+^c=EUA^|@(iXf-4W zLA>*8xQ({=qW<>G^|-YkG)LJEX4PTG5s|E>xwNBL+p)Wosy1e7M-9FZgazDs2+|?j z2qtE#J52t=`mQcdkq441QF2>SS;5MN6h{YYh|CDEv{+j}!gdPs(u#YbEBnPWLqRRz zVPt;{CjV0s+_dyfv&qKRFi-_(iVY}1o6pb8jX*)x4Laq!t>U4KJ6zn{K!&!ul6Aj2 z515MWZQeB8T|jTlG`TT=qCC&n$O+8()=V`Ggpz>)83>>HfPC=!=N(*j^iMmd!nznY z_l5YES9@y`Rb0RB{WUuV@^%bWks%2|0w3Cb-E3YV9K(QS-?whM0`)b<^~jn#lY zEJKT&*5HxA`}~5#ML{Dpd2UrsD&KXXIWzXk&j;4=IhN$|#95GzU|SQN$Ab0|i2tlK zKU{aO1}T0o{iU}~oqD`>?-JauUsb$b6KBA2enE$9sy%M{#xmrmzvrYqEKoQz=Q?nC zqeJ}39cg+L3DIAe+>icdPO&3L$LP;fP?O26Vedul8P&{i;+zt_ot+*^z!j)0`;-hV z76H2CRrYI*mZkoFq|1ZFQqO>}YrgcIxkJw4tAR*Xch@q&tyXbNb|^TW@fSM3*?v~O zC)`ryPi<{?dYw*yTa3MQcvyTXWrzsK(xdfH1fw;H>7%MVOgE~iI20n1YwO>`m?Ij2 zN+zo)ho%*(CYEV1@P`jvT4>CW!)SIB2J!c^!$VlDf-P;=r*_uKB%q}rZBKd>jv)Jk zsW(TwA}h9#43x`wjC82103kp)%&nqqXJy2Vd+iKU&ASdik5xBeEbSd2<*T7KNusV3 zi{wZ^Jg842+(RQVuny>1fb8KcFrQe*^_G)T1%H_M&JqKl;qY(PIEryC{^ zv`JN;-X7ZW#Wt^N*8P?*P{a+inF`XFE${I{d$hTq9m_#dbyCs3#K3I3DaBYp*Ry+i zngEcGgo3Vlw(#bbQNX$8ql9fZef&1%$^6!Doy*gRSEci!{N9f;J!PBA?kb93HT4^%LBvK%O$_Z1yfkY z+f_xU`kv2%+LuYl4A1PmJ>boxr5`$K1)Yn?8(zJJsmXTk%VdW3N3$qSEDHg;xi`5dph`#rv7eXPg3(Z$@q3J2Ll3<=*rjx z&VeVsHTVV!D(9eEJ&G1e^&T}Bx30xu9EnHekFwOJhu63S^KeiPEJP($i%GTB++0{$ zu^v`MY<$_zi@TDW*_kt)JY_U+?)^LXr5#`h5c~A44}lJ;R1H<=eE1t9f2@8#&khf> ziI$$Cryd$lQy~D{@2i)c%eZX+7lc!@k5QDZBbZ>{S&Y-OePr+IH|o**?Dt0G^1sn^ z(unNdxURae*LMb~EO*tNi9{djGm57x^s8)sv;D?(F^mejkjCMz*XMyMB6$Kk+zCkK@Nk8BUtv0>cu8Cws%6R&%4H1v)JTo>l z&SCY-ya&at_xJlHf%mUTPWvYFig0~1noAT9_TM71Yd>V?^D+G?+MO;SY7Z)Gk-qrL z(Fe7t=$SuS7>?8%SBvMLvJ@+NXM0&l8^6Th@^jnWUMhE|jSoB_NN{uJqk4*8pytn6 zf-82lj0owps`LyF()VMzz2ou)WR^aAW42;8)Y6DkPploJS*8yu;dpd!(C}e-1htwZ z|5F48x~(sP+E`4?=uC?2bwGB0^x95mRJ--=)n0f(pU%Xi)D&9%VvX*gN!10PBa~7Z zuYN{WECxdZdKplK)cK+ZtlHYeBzZ=!SQ{GEYT`L7^ZjwIo7{}XA%ipgvpDN z^VmyM`?E{Gd}$Sb(P|?P7Mj~O@$l< zrwf!wWb@TPPYP6GMN2ntR14o+kE1$fj)}7utO0f_IKLQA^{LUg zoL8Gee7Mfl>{!8AbXt_kp8fWk8$1;%3%u`}2gB8izSdGF&a}u@oH|-ltEis&YgT zgLr@hc|sG8;8jDuYUGG*(XaNUH8K1n7b2Hyq$)ML)7U3sIm${~qvu=#Dg^!;eM`$> zZ!~wA&@{vIS{r#k-WqC@pnYeE{KkN$S?8g0(2-*jU~Aat7e!8?P%f+4R(R{-v77Pp z_N;j|Jst7TAs5h(Sb=dr;&+Jv_^GT}m!h-m8d=n`8u&#E5|{IDnjr5P-Kp!g>hFRj z6?E#?^%JwF+UvfJ<_1_^d+l*Kd@}LvJM#rZ_q1ad;8x^Da zr;%!HdhL?>j*N^#Ur)mdjWvLx7wlP0%pD(xfo(L$zsaB?*g!YX{_lFzHB&ntXbI!} zIPp*^*JfmnIrqL>5BT%~FOE4&k3DFuEh1vSR98Era7|$2hB1LzV^bo#?25@)`xiYi zSbZnqsl=Aphs*UTD^lt8RYf$3;rco5Lc!lbrknW&{Og5F!gMSA5?SYGy5Vb3TFmtbO z4*#X&f%k=liwOJ;NW|S*wuG^&&qkOVlfUHZUEJKXA?#ubG^r>k9{j=q{aD2tC!QFC zj>^RKs0)uS;Wp9HsV@0*EFK_qw$YN}m$@*oY1EmBPpwX)u3ldx7ZSBBHc&nP!bfc< zRWke!SrNwWXR0y%=QY#Yk^6`qCjzySh5MlcN1ZEIKUH);Cr75fr0^XYr=(9WvR*T( zYB0$FJX|&uZE9wLz|3tfW~~Io$h4B(K_#@Rf&sz`n*(QGIx2rm2?daRysqh3JDN3i znXG8wNHkj)Fg`oBFX+*z)8?eD1&Io1WD()baG*`?$%$bS1a&`BZKdz9kb{rM9qR3U zpwr~;N3JkijS4gw@skfN>2x52Q}6u{EfXcI{1tVMEmp%W^7jiNT-9v@^vNX_pb~cm z{4CGM?Sm6AV4(+tm}c6q*?FAoV?x$`jEpyl2NE{7CGgG(>#jeiutF#kDyfO8tM+ar z=)ZKg(w2hjzQ^Ic?~~uZ*RQugA!0s6A_fLc+6b=7j#7w3UR9o=nLG(^TR0AUxhp^K zH>10D#qbF9E^r@&)A9z3nBY_=O6DJyCAglvsQ>o%R^V@=*jVBBflN=&CCH3^8mbto zw^9MdH&!O8%QwiX8YNAeM@w6OLSm5`!rBs3`Y+_*V}e1zK*5l{+kX4Zk)49cJ&L%R zkGrdGl~@I;P~f8) z|GugySIExBDjbxEoOQ;`Jas%9+_vz`gFZGVUoei59Q5&j%C{`&-K? z0A=vX#s;FexOjGM(e3p}M#-T#`2v1J5|$KTktYL(03q|Vc>pwVtG$oS@CXQi(t{Xc z3>lf533ixF-t9s*@@|p8K?ViuiQ@krG;NV!TU0`nI;Rv zY?$8COw8%0rFU=OQtua)e|s7dl1IpDR5f+L3(f9BaozYhaZi2B`FdzB0RHg*_n#&A z`X3}mmvp~Xs|6mNCy*rAdnX?UI25&a{;9{|3?di z;R>Q;RAWZ!D7o((3^%oplf@xHN<4ELu*W93FuqLZpkxg zr%sW8*W$>xl!9{;*N)G~&11m6j^Sb#ruoOB!fWJ~rvNvjfVZ<@ ze)^vd3Ldeq7^tu46HI|z61cwLrni?-(`i84zgQ-7b^Oziv?D&;s65T=^cZ3CI;dk7 zk=@HZBtAY*`G)<4dRCQ2%zokF%0Z|M;l^&r0eL+nICq*mF4gcIXJAE~*iw*O%Hx9m zJ^P#&X03m|Im2x*xa+)||F%;^*E)aAS03zjw+e<8)dOjhd0)F7to1Id|8Q1l4C~%u z->!DQtI;p{wx`K3C`g@rW2!umk&k2C}% zl;q^(KqXyX8zYsTVFveZdBfj_Y>^@Q+_6WR>m8JN;;o3Ve z(6h8eu9U|2TnIB>Vh|YmY;Bp~5`A1;+&T|Z#xNMHwxm(9;uy5iJO}d3ycC({gmhM~ z+d!$&Q2>k~t9riVm_}_MfNR8jpO7NYLOkSi0tTrAlNT->7wz+rQC%G!lrQhT9cj9^ zd>Y(Hj1Y1#g_~W0QYUw@`%X{veH`NAueEVkPH)3^b6;OQ?0l%*qjq<5dd!VGq>QFO zi@)b8mlq&;oBogG1Kp>j(*}lACWZuYuIGGpRTfzF={QpsY#CTze#`u~oc9b{^cQdm z(TaJ~x}%TD4!w~4AcY(U>_ZgPxYfT$m|rtqT?xjw&op~56Z1Q=xTEJ-{Wnj=|02Hv zDmXn*E;!jo;Q?>Qxti$Qlu}mafLnif}zx1Fl-v8@~0RWVZi4GH2o{PyOBVNKkeNCWDa3aYM(#T z!1c%Ld9cIG$%zd#IwA1a4GoQzXfm_t)uPbR(b>)~{;#%>Gx_=6{{9@}jzFODmO1@1 zR1LHXBBGAJf&L17!c(AWsxR z&i1*G`xeB>$qDYo2zCc11Afm_n{1k`FqOcjci2=6E}IgMEFWA^-GW+ZLFd0j(#GZm zxIj}Ur^@31X5f=K9Tq0!wv6h(G)x4H^h$25m}I6{08{xqpyDilCcpiAy1CvR_H^r4 zAr_Fsy8u#(c;62QWn~o<)C119#-6AbD5~mD)mW)0J;-`^?$7Zu;-T3uG-7L47gaxI`1(^-iL%d{vzP=7z}VH;PfJb?skn!8~~pUr+fj^4YvUs2i@^% zmFtB8*?mzx@QJ~_vSWoR6mVZ77_OeP?O$-a=gyf`MY)iQ%@LS7YnEPM-Yl;Um>d8@ z6bG0LAn+mYxIKxq^|7~Sfh&B0M*k56E;ASPyO=1l$y6tP7Ow+38MR*;w6_R-2Lb0j z>2%dOH1!w|4Zz&R?M-VWB_$;*EBm@`Z|iB8FIyb9PDPkvhn848{n+%0(RZwVd2BhY(0?R=ge9wU}mIUUAX|;W;v1(4Y%|HlYl1KE|3EC^hFY26Y17uu#Q~&;Vync z!lhRnone<^kurSw67CJvv-vw&syzmxX_CDUINfh94+ntj+v7_dY~Jd0{6Dk+vTj;o zh6F+(M$C-y>uvjECDXY9hDQ;x+`e^R*Gau;eL-I*EZ9lyV z`d%JH197)Oi>H!9+W&0Db^Q7M8Mgm1BRI7*Ywa-hnDk zL#nq#vlM>v!R^T)yZ7aySE>K<_XGy`J!{V6B>!V4!2}-vx(!TBOj#9`X`TC>VM8FF zgg18W=j$=x!qMOp{8o_SbHTv@CHuezTkW~8CrgV1q>T90)zu)N%1es$o84akGfS?O zrT5pDe&fK^d<51T++|ksW_x=(aTp|QB@-YK6=DZJI(vC(&ljwTg8u>)UXiOf_;f~Q z=2w=M1toFM(|n(M0NQ^Kzre90>&tAa04hAs~Q?Af7QeS**zhb1q#rtMuVv;Eic{K z47zUB@L0+)GD>jhEf`J=2U&-Og=NPBV5(E%OF9hDG&M0XsoR|f$4G#IE)Hz^FA`bJ z<+ZJ?E!*V>k^gXLeKP(ACaA)-1xRM=x;gpz8-@pHsmGJl8@R$^Oh(xXf3Iy+sz4yk zjlBK+F71H63YE;Zm{!C=bi;kImV}AFH^VzOywEB=udAmw_2NT)i!l=(8n7N{{mT2(AU?84;AoCf>Sse=K>*}Gc$zKmBt@ROPT+({lTg@cLHoh=EGkEVNp>~ z3k%wX#YMYC;R?1zc7S?;!!Q^=O1}z}Z0Ci9gw}vq+jbD{lLydv(#OT!z3im*k@o># ze}8`>+S#>tvoy%Uwu_Q>rNdH&Qrf-Oa8I4JwRPKNZe)8OaQJ{>9ssIl7jPnk?FT-L zf3*{NTotLQ9enIgQ#PHT#4f9jd`K1Hoj*T|R0Efy;@(EgvFO68qjm#U4m6cAUKT3e z7z@q}04Ty`YcyM)m8;Iw))uX)_2e{k?jUfs&Q2TP>YkaIMzzl!Xe#_TAR@sj3R(`c zA&5^k3{?#c4dJf`0Sit@F#r86zGNRX`ghNDG&Dh01n{;GfUc@HgZRL8sYU!65u%(a zX1HAkJ~40nB&WR|jEtJvvuDrX#z6bouZYspJE2#X0EmF?Ro!ojorMLRD+L|&&r2NO z$6 z#%>rkB~Hg6Kf2uC`rzT=bpjPRI6Om5iCoOA7sbNLs%Ly0N59^_xc+7X_)Iy0CuwpQ zwC&|Pc&MpubwDo%K5~%Gq=fJpS1xQ&#)o|>_k>P@wr3BhUXQ;sWOf2mUz_iFH?X?6 zZ2WkBEADqmHZ^hH|LE2a)$iLUQA5TRs0N-3RYb0ujDy3XUb#D?q3y2y^K$%he24T2 z%+hFAtx1y`luul`xw=}n5KOkOT z{_P2TfAOC_y#rf=j=ugY6%{OEV&b8Uz?8VSV6Yl2EG=`&$`plu`~l8F4-XHZrZt@? zQUy!)8C*94gsF`!Ej^(11$sp9b8~5cyA&G;R)JYms4&{r)>gh$da9_n{(f!!{{B8$ z(2X8gG}+1O|i>#l;ys+;QM zwYq-e>njA8f`BCi*Y|=h|F}8t?p5%4bTDS^Bd(l9v6 z0>0|M2)b1P>>}cQ1R>#f>;-1re0633@uQqN?(o4?=`=c1RT#Da0rKTKIOk(rEEb?D zfLSJ(=6;ca+{49TjMxw!omk@U&q7dU{@^^)F&%d$atGPUv+<_Yai%Lq&Kz0NB%7?HpsT$nR;E0SB zaHPrrh;9H+m)BS^@L6<%fxKh;u07!9anaKBPf*?^CMLonBVPfO9=vmz4+Oebdo?2* zPD>)cfBy!jgOCDiXn6*`An=xp{13L?I;_fd{T7~t2uMjQAcCZ{N=is~h?I1Q2#A1$ zbjT#6krE`NyGsz11_2R}Mp~t$Q}Vmt^*iUg&h>p~|FhTHdoAaj@B2J=jC+i6yYFBl zb||3d1pOlkya|xkecwTs*v%O3Pjna&l~CWo3k$lADXjGZz;0btN0X1*Z6g z^}vGn>c@88aFzYu&`|tmwzi0=&z-gbdao@EC^0O3P!tgd1-BxEeR;0z`i8{KNK_4z zMgH-)(=|gkc!}QQ)#5&;QKl&68TFgH7nY86I0bE=AD{76eq#6jD6N-Qd@>x9P^9=7 z>hs@2KJXNQr{y@;?5{r}zczVTD)unhdlfukg0keJTHD*P!44^5;sGQ9Dl8m==oi@e zxS=TqD!5a|D$6L-zJo3OB`;3~j9Fs^KmXe6FG{Yfex%fN$o<%+bM+xj7S2{UC_Oi~i!dvyKy_}J}tysqA6z`b;(#k}rg zP-P;z{H*F~a^SSLH2Y&gEM-`6j8Q;?!nfi&lZKHun}~?Mh;RKkf})~77>Xb+ELfL`1_Vq*2mf9KHa9YKN*YB$qDlV}===2VOrxY#W|_*FEaXawE~eT@@Pfwwg` zqu?Ql+~en;Us?HTr^#oyCG8GAy`J^XZ~P@0oyO6ps`x!@7J`o(Tk`1u(O^6Qv504@BsM1YV#IR#K+i zxq^@XIyN@eSs7bub!Wa}s^o>mvM!Ya$8YOJR#MD4b3?U7)~ho+gblCXbzNdBBX3!H zuPn4{@}q8@0Zr0M53+PnIZ0_~kZ`Q?e>(o%9dnD%dWgvjYN49Q_32Mk$_bqQdYq+B zS*-^lg(h!<#(5;Z>KiOc&<6F>xjeRws#ZOh&)PoucCWPUCa1`Li-z;v9|1Cq{)HbV z(nsF9X69Z`2bM&2jkW7#h8-=quz;lc=zd87ho}B@36rG?hk1baxj_R};0F>JApa>}9k^ zc7Iq&Tp#4Q0B~g3C)#-d%M!;lz1K=r$b6=cZf*_h0_P z1=BR>1_?omRhz7>4`493uGt9QdYf%Y{xGN8=bxg|Ut9)gp65Q5%Y?h$=?Ew`f45>g zv`hz2F&cC>*q9hFBY}c`Z1q6zy-z_=Q5cw(%>gygBCB2?AQz5X@sSu#uzhxS6Frt4 zzf9Rdf~N%f;@L5CfqE+r{p3<4iPSF@<9ZC+FHNbbsWI{K9Xd|vYO>IYhfH6pNx#U7 z=_r`MJ-&CFm%!wd?#jijK@y!oPBJOnhb+a+F7)1eS6}@6=nvZK$`K|8yEMjEZ%((y z?a1S_ZePPIZs)2L%@`|!T5j6l-07&Y$6j%RY*Fjpe!N-Hmm%aAQzyzywPNSBBD`gL=_QS|Cw7&R^N5d;(# z-WK@8VmFX*_wcGS!&MY7qzj@x$3>yc+KiLJ9|}K(h%n{Zf4uW4&*Bh)m|6h2eN8oJGoM~6CflAsx*7nk() z%o2zXS0Jy>-LOp64bqTRky5Bqncd|<&HYLx@Zztb!X^md_FGf{B|>(+_Su>w;uKa@3Z?qELRd|1Y({A3P?*mX^4r0+EZ{D5;R4<6pk7 zP$&sQ<<1OutgXcw`K=Xef9~9dpEz=GX31@@#KXwsvbwrDnAyE2717#!v;;++pkVSH zHsVyBAO|{34xzpk4d#S78!7JKt0Yo!)2UsTmaD|cO@ceyICu#T?_Q}VdISIaYdCW$ zDJhWD+m$@w{R5gkFp{IbYy%o11~5khc)&1t=xI&hS#7%^(Fn%7icOKXFO`KN{7Hsf z!>4`TtdZa{$bhGi3^V}=@ey4Zl(7v!a$Eq*7g@86mp)2~$;qLJ7YVp6AQdrypxIra zp`mks{sf78AAbPy9|E%k$GoMAn3c4@sc+jp8g_J|CK4K`)fhrD+><00I!SQ_^OnGXS0Idv7G^op`dk_l$XB@s<1#n?P$K;R)LbKva)gj5Jjlv5r7R! zt^l~uGK^QzQVi8KH4pXm@u{e&;7dc>_Hoelca5!==fH5xM_=9W*Y%%sQ?g=+;a(h_ z>0BQJ=gT0MwGjG0gmWSUj8=AL==W^tHDsy0Rv|B&cy6Le+@p10H0x)?0ihGAx&Tad zaCSyFHF-Ck48!3B8J%B(4U(S1{ z`&IyEKZhN&ym(V+>w?oqB6!MjC1)Izwilrtt9WY5PjfF5@>2*scJ?FE?q@=i=#(E! z?LqlHGzF&?pv(s_YD`_K&5l+A-WuX#0q`>P=5rvR1)g=huoX~p5pNs-P!O{|zy>X# z$@{j!0kDyI1+{>Hz)%-J?|je4d66m`njrr-ZxpMhn0G9`oMvmXxO$y9m=2FoIi9!8 z8wN|_T4#-3&~Z4KBw6W`Na3cJCkz87UNNGTs-&be@adI3Lg)kpxxnQVvZx*aDS#jc zGDru_oos#y2D!7jg@qZ|)u9|*Tmm)NiuZp)5z-3X7i#O*SF*lj{wq)v#R_*p2?1cG z98B(5)YHP@c(wNRsSwSwTNkvam^*Le8+Ldc#SdY;5oR8LwZcG2u-@*%hK_bM)o6BC z`D=$qBh7VmP$MOHSFBW;5lxcQKA9{cYfhazsxS?u*qXrVLq-68ets-9 z9OU?X9(&I?4L_2AV7mCQ5%DnsyPWoF>mS$cVn>H-43$UE*`}UNp9I^_f1g@041U;q z#?vYFNVVC8T88MED&2h5Z}I60H$5w;1JES(F~~XDSLW8%(n1_J0i3-P1xAvK(8j3R zNHfNm0!#p$!zU$ZZVnD*{gJBjauT2+!f7h5qRY?-0eB{fCsT<2)FW(-Bss7wJ>S{H z<$55}rofA^5=d=`;=rpv`tuX(uh0dGSt~vf4o_1G&oKY{a$$&XaQ4CAM?*_XYf~5j zz7-WEWo0iJOk<(|o@XF^W1|{;@9tdys-DJ9!ps#vl2-UNcu*mVXkFkv5M}iBmC4(Ek*Y6!L~C1CV^xowVxp${O_AEv zFnQBwqA6o3Eq}2D9d5Blt(D_4pta%H-4T|4WJNg|T$9bs%S!^?#z*fH*QTYPpS@|| zZxF-L@l~D9-b;E+q>8a&m2Pfs4>&1rK?!|40%$U7#C99n3&)cKJ80N1Z#M3#HLVxx zRbYa{=};L|KncFm*|JbbJJ3nRZVTmMq4rJ~{Xn4OzD zVd9V*ygtD?i1*H&*HECrV4ctDkILTWEd9pD#(0$#F&vX}x9x?ehq9AF+N>MqyTc7* z;yZzrzZ7?0-@-s$UTQEyXR&t;l1NQ{O1@nxC$iejQ_|eyC^k1UK`qvI|AB1IKhJqm zsgOzwu7awH3P}h-Sxa!{z??O6VjX%~b5H{eoj_}e@`D!P7T6K|$W!lvo)oc_g?}1> zWS~1Pud1?jHIYfs>Zu0hJt-L(AI!j>)=79B zIe;uh-=w9bWymRk^YLq_$Z-Ru!0e&r$B!!JS$y}en{`9Hho;!2VqUMgtQMl9jeG+i zeV#u_GwiveDUZw0GxxKJGkn(Zn(wq)@Yzl*u8<4yCChk{u$4qEhHN`{4kvp*)HCw( zf^(D;5rQ%NIs^&u@)AYZArN&CKUM^7&rA2|(W#Tc=tZckq!MQ6O z1gCP5vz_k}7wzB>h4e@Z(2l(o=8jP?H8+2aw8}FxX(cb*!MF<-3RaRgGLZ3Y93R)n z{~@hXHZ9EiDtYgl;LaNFjM_D=(U=CmM~7D(R>kehILv0}`a7v7Yi`XP{6+uGe5to= zo1w%c7q9m^g^}TTc=gqNHsVLFCW|6kQa1k%&2Du1kVOUyGaq$-qM4zah+m6_`N5K@oA9yT=3cn-Ff?LZSA0U+>pdSwq<24x8)i@cb8cvtI!a@a^6f)j z!D#j_hpaj01s9GzVP#<8XG)w)DfWu*(A^^+)a2Y=$>_Q{^UsTrODWvHRrb?wKRdG9 zrdN>;MQd`0+S~4TY<^YKjmRjx?$`8;4jaY-V`kOk8-gb-c~-ku=&x?v+h1B$Hlb?d z&)*Ns6-Wv1m{C?FOsm?B_{>(4-x|4#r{G!J^@Np-4!5X%=!EBG&E0mvvP1ux41tYY z3e(p9-jc}JYW2e})L~ejPf(1W_m$; z8TIbxcl?<2sLuYe6Q!uKeZ5R8wDSUltVV;6I=tX*ZYt)7Kf(Vlou5~44)G!`4CIIfp z4AS0l3AAS&Q4;4N(5+I|wY*w4%P!4I!(kNP)pYy9)sbiY&VKzJ!9j(7 zYYw;!c7Fdon*GuV*3z112YEZa?4+5ROghOAS>MQD2AO>%!a_MnRIP_=c|QN_m+j}+ zSYMm%j%l(s%|a%ED!(((+Mviibb>`2&g*cC!hs=T%6U~Bl0UI3KgGuhnhYm-qZMc9 zJ?3L|&MtlN`gaGA*RjH-*xGq(#Y-yp*}5n%!#QxftIw)oZGcCTUdm;i_Vui|o=DQH zPvjZnMsJ1C^?%gwr8efTm{2{xPZc%XI4S!W7sGEyiH}>XyCdgvJ#vQgZ#<=5eBSS( zhbCbhSy)NDefw{C4==$FmV=j`6JaOAFy5_OSxMw?mAHXnU~!N;`_=ZCxjB8|Mq906 za~5k3JjlW{o#Uf5F=8l>_Vd@4LP@u6u6}iYcVM(H?)jeOusvH`M}db;dMUEOfmkRi z98>?k(i6g0e?xRn^vyKsIZCCWXMU5sk_f%vVwboJK>j5gjh$efqGuasKiQVtaGgHN z5j`8ijlWr!bF?MrYSAtB7tgobh5BWMLq3)`&F1jY8<`B_^Lmk;gPR0@pY%Pv*K>>E z6Rxp8Qrx<&c3NfKG^Jj)E_^rwjb4CTU2Z8Ct9iC%ZOR)9{({&#D7UDG0;eLZBHTYR zh!`9gD`jS@;b};X-7`|zk8ZRU1rX*%u4qTx^w>wDH(T9)gx|-W&FBf^&!+hL3F3^m zb||H{+5#4&I zM$pzg(vSP~edjHJUzje1w@p~4QLjJgba{qm#d$6om0p&IM34}VIH<6v<)Ho;GrKA^ zDWtTDTO=xAGADw5`q*WGdyJvl`UOq@JbP2pe0=ilnj#jVuYWJg>j#-p176iO^Z2Y{ zUOTZf{lR2B`=_#byJ9?I9bv$bDy>J#0R_ zYgFMwx^63%=6PC8AT4kf5dDsTJYIL9%a?vo%SB3|=%J?kFDX6dKk%b7*kA7~9sRS; zQ978qZD#56vP6#J_*eggCOsqszTW8@iWrN$11%wtmejLB&9-z&rX&?XMev}^+eLX4gw}Y|Mb$Yr_gk{aVak@i&I8u`$ z;A)0gow2cn#2>H~#F7DR6!=6yOMShjAw)(R+v0-zZD_MsBM!HSd@}FX1U_pNH;cmf zT)>oVBgLcyRfCUf=o-mnN$Bkg=PFNWJEhf+&rO=OF-4zZG-THc8Vip^P?tD5g zsl)fQekvn9HKW>tivisj9#j6Y+Y+&b1*;$><+a%&6~-9IG9faj$@FFg#~ENZ#fx*5iHEqz&|-lziXAT%xKZzcAXxsw4DpCR&rf}J`4G5#pp@mv@w{2TtHT^mON$yiEkfEuQuv%|U(c+99h2F0Co$Rx z4SC)19wUXeIiBdQeH`r*%SvlX=`UEFb8(79g9 zA|4|y{9Raz`tm%H4Uf`s~pNEdRJks+`QPKX#oztE#7U zzt;(0S*ACQD`-rM>fVZ%5urA=$_CyWnIV?9A|D#uLMxfiz4nf**||G^!{k7qbj$&x*xThQI>;q-{SWPDw$;H4*W!f5dk_wLsAhG8#}us7*g`R+Asudbk68Dpbe%g zLpkF$wp2j`*Ipx}A>fXLL_`Ea*M>rL@<1O2{45Y0sZn!4s6ci^fYe%dtr4&S!}^z( zKvc`oJDa-TVqEZ1aH!`fSB&@Gjq|KeUz^gC1Gke4Rh3t5cnPowwJCC@L^8#jM$=kS zYb-tzNf-R0ymB=rE|})4`^VFpRK&)&17^OdP?hb~B3ZedZ|D!3Qftup!HD9_M%bHi zuVZm&oNwrR{7Tq!_3*i7{O=3Cp_1&3~?rZ*98U&DSQ&6mC5&4_#n?=;Ge&9RY{muS@ z>G!xmYVRpJL8@id{}CR3h`Z_V-# ziMLycU1+fKE&W?(?U4FKsf&R9ULv*k`}Ws-F92vSPISU1BqV(HtlH}zvF&DxvG17+ z!ovfkB`_nyyr}ShK}6tMo#_4(EU$nIWT#036};1*z7}L21^+GbUD#ufZN}$h9cKy; z7Z+h^B~uD@$vtn%FIV6GgCoy2%^C#1W4?)tc1$<&?UdF?a<-asiTf=V)CZ`ebCXf$ zGm*=-wjuQ`Jzu;#i?IX;#zs+Hi3HH~^vCIjLXR7MF?59_R>$vMwbajEwz$$SUNKoo zH-6F*@a4zy1-Y)^dQawl_+~+k^XE8uNN@?MNksTBCN4jmpp}&ZfRh4K_sI>x|DdWLN-`#J&JkKznQ@cDLOUL+87bqzwHFfw zt7se+I|&hIU&7id^A7x@lN04lDoV=HdVwgOQkGxl4pd~NZF40*%^5x)-KT^om!N#Y zOfhmoY|ZbeYUB-vs$<&4B0Fq3exfAK>(rZ-&RDGP!^G<+x{q;-WZd38dVN%!X=T#k z7OjnzchAW$VyQ^Wy=}<3KiDfrkM%cVV75Qxtq@F&EG+!6oWS=%n~_h6Lv}zzy9NHd z#?MP8ky*FA?symoq2{(Cvxu}6rZ}my$AM#~jpZVz-UK}%ddwV~z zwB(;uvkg|GShraq3uJcb(ZeG{y)I+vqXNyCAcXrcJeWk%_v9f7cp@$iS0pl+Z%^TGtmyXt4MZ8Y* z=M`jb!>x^|KE1;&&5D0uZu#?*^`&>^yLYf}6Oan(=$baAKMqL>_#0O^aE+lS8@L9i zKZoZ2!@U_}aDj!Tpi=C)`=r)a@*V7GxJfd6J-)ZUzm(rY{)snC_{)gP{c9K~H0PwA znz?9Njrym$5CwdCH#Zp?<3M~A9Dnf9S)vLT1`Ui0cX@Q)8oRSYMqA9wfnn(130?LZ zV(hXnU*Kt`CkT98(z~px4fV0K?p-mVQPS0m9KF1-++I$*xLCq@dFpjzk8>5RuZo3+hD4!*<+c-<6i&9 zxh#wOkQ4Am80Oa|+X%p5_hUl?DSS`jG{c&he|oE>f6-BpW1m^HE&+>-|>ul<;x!i z*pncds4H{Cq+N)bA;q&b&rhD)Wj5u6kPODJ*|yE-T_$1?DHj~{Z>k^?aT)e6NDCS| ztDnCACTf%Aqzue3uFi@t1g{KF1NY4<)m77@qNKg83 zLOFbDpmSz#wr`<2AWncT^z;H7-{PlyN{mp7p?u!yj9OBY{Bn#1wu<5xh^;6Xo#*c#0jJ?AEiJ(ZkKJuJ z0r)VEM+n}vc2jdJU)PgUAjvPUtz~`q;5Xu4#Wgt4t=gx*=|LsmYtf#^Zo76QG~~Qk z^^kYO!b)p>Z<>Jfe1!!@pNzx4)Esu7IT=1tI|bO^xyWb#??b zrq&-W*||)<_9qbl{wz$30n%tW>s#$9Gx**)_V_HGEo#%ML8)%`-OMbGg;5`$pb+Mo zu_N-Ss3&VTL)uB}wNqKpwmUt9zupc*jKhN6R8l|{qYm;1ciA8!x=^4sl}}S_vMXzj zX*|StXVTp^IliYal@z5&*E|y!`^qP@wcu0IyUlq&ZL$=-kYb-NGYTy`vlhQ5gYRgX zp&m7@?rc$h?`ePkD!;z$(iLx2XeK|@FrlljGFD)>-o6^zQ?v!CzrF)<9cOz+QIy8P z^RR2JCZj?6(F%SLn;P$DUfHV|-rC)lSMb&k$}m#po%~9WT!@*EPmQZZjZ2L~&~_6V z1PG(f!$17++a72)Yh4tzD#UgrU%QDJzuKjpCT1dgiG-IxOIxeZzNlL~F?S&L&s!J_ zt#lx9}^Kt??GHmYQKpzyNSA1wQ@G`Jd%Bl1!SB5~PQB!^kI1>b|S9 zTQaMlLKJ%1@^6%IG{+k0MLHc878R(u)I7aajMF6ETszI;BE~85Avo}c%Kklu1O-!z zY(lGEqVj<;8F?eZeEes=EK-wK{PD5uT(qAR6)BC~Icde`@bX~e!~sCcES}nug7H_P zb|!RMFm2O%)1mO4rz;{`wB3qAGSDoaaYgxtgtw2_=ceeJPJhh}iJ($u6Jg>dNMrW> zPTFKuXQFm)^H#d$N|()xE5=?k%2B%M!B&dQSQr6IcuQ5;j{@CiX2Q0$B+mbSRN7xp zj2dCe<(Z)z7TpXy*M4^#CFa{0V{xZq)VuhPr-t>M-nT`9HlJ--Sr}RcJhe;n&zC-1_2NYT54Emks7RyYAe1x&z0@YkzqKJU4-w9h0A zjAbg>qDiF4l~1K!>&E_lW1@5_V~*Eu-krvp@PM;mO;k~ANpjM4M0x2AGpW{_v^v%V z)PmJgDD%ko*kQ-wV@HK466LMG!Y*{4=VA(JsRpxrNj_;E+%ck2>N}jd$x9=lCxPQ@ z9+8c=eYVWrGtH=fA;81)hsGXO>8y!F6%`bi0n-%m5(ehSrfcjld+fVv%)rCP#_WZ4 zGEE7|eq*+@(C@+fD|B+M;&x1ub=%xhg<~IJR!Bx6%j*1KUn}s$Bs{QODST$_V?pGK zX=XsG{a#?K?BzlNMVM@kLHnQY=a2bn*!pl)<+h31laBACeTlInR$Vz=?cd21vDRx( z=6P)uji7l2^~cbhFhSb~U@RPg(e(IgLiykRMX$X|0S!IhY2DP)SJi6T&8T>n8w-Sq z{8p%8iTHc`W&g2pbb22B^f?u^Ch{r~G+yVpsBzvO)FONENY(F`>SE5wAD>T2K|JS? zcCH4IPd&D1CN5=pz8j2_2Zjo|T7Tc;z6QncQ(!Qy4P;=!?2|@}ho3)w*E%HIr_9S! zcK(t|!iDSQ_qoF}b!x>jyW{UgQXQ*fubs*{OVZPHF!x6QfeUAH6$!onZV>%Ptb#Y2 z{HCVT9wv$(VRsCe`)O|?_Wj6U8He~rA56H2$eUc|%dQsWlYiZiWTI5o&}6v3|FZTI z9Z=mCN+fGT38E;<4r*HG0|Uxm>G&FhO(e`_8D#!d=&=0;4b|4(9vVodh>Gpn-KWiP z)gk=CWD^MBcZul531Iu<)|LY}ScgQsa92;l&uLulSV4#0*4r@+ARbPOPvoK0QOpw< zb#uh7Xw*bI-she-Q+p$2Zd-6D@6vIntW?S9Wg_y4=<yHjAp^nhI{*1l)due)VYmejfcCD2ad3-N-?n(Ej z_kG@~{21r|9E47zWEO!z6-rQL3?=jSmsdZnvuu!$A{n|lv++oG5yUYFEr#3VbNJq# zGs+KId?W{gAPoSGpl=&)>W}4D{g$#^4DGq1%UkkV2s3+c%PdzMS4){sY|EL1Z(2)U zc?HZSh)Y%5KG~%~AglnN!!Fk8pu8|CpqaVWTU`n~i1eATwv%g~_zo)F1-25<|X z9r)9v>^D7evoa1R|DS)m)rw1P6+FMNgUk@6laP?m2asy0`f#`LDyXPDw;szTyqeE@ zWPSdCz?t_oe#xU-|Gnhw3H_8|W>!`#)NKw9%MCJ2t+IzFZsD-*@EPyB|M^6Bo9+8A zDvo}C%k0=sQJf3~b%2@v#esHH-2eRlpR>%!h36N=UFhyflnG`&+e^OnKY!un@$D-|LeMLhgaA0jxY*S#cN1T~e*KXs!`Le_;`@=;G+S+L z@a9;=_w8+A0rACMm#pzg7IBmNp%KHf8H%YOUj-4*V1k_??cvq*D*XI}H z22*W^Yn@9+N3=BQ+y5FKKDQ%FFQe;_TOBHtVh2zuuHF~mS^cOHAhAoqvMJClAb`TC zbCH%!Zj!jq>AT(end=b#-A<4A#>|G_lvPkrP+*{7E0KntUbo}Dn(h4t3~~eIfwdBs zBU*YBi>xuj-iOb>bsdh;G|$>z)_BgRQR2YR3` zDW@(K0xJU8-9Q26T32Hi^FAgAecTbiV{Ugf1!0sA1$4|B?`r$lIKndnQ2{I-TV7dl zq*LSaYI=d{7$x2Fu%#34>KYqg<{x`WZm_$3wvV%QIEnnGtrdP<&`Co}^6U5SmVtrj z8dn4Uv!VWeH4o2k$^5{CiR!b!9?Il}9XpMRtHUEBW_EVpT&P_ZY@hQ>|JKpbY5eEw zb=9Pd=0QabcGHZ0FuXs00grDrv>l^fUcOBjr%kTNcYyal(%$MiuP`b=Z&LM?&_MO7 zFn9<`yU#m4_v&0)ldGr^^ZN3_D>CYP#rC!IGMbK2f$e{j51(gq7q35JCC3M9=Ot<5=an;~*3X`q!bAG+mXHq-ZLROKfG6Z{6Pkw1Gj5j%d{jFv)ap zB4*jIXw70}KH^&Cle?dkl~?n*T7jyKm+Opj3M$S&3R7~(rSkIn2J7=AZ;~{B{~i^8 zRSj@)93t8fR`s--3=A19yRhwn0A$yID8>KxbkYeREIN^2DVnSNqY{?pX;mU9@=U;x zdM#@Co);{bteT{o{ej79amPk%oDsi@tDkD2AvZM~lrRUOnbGuXirXGv{s z3h!l=5JX%u^66>h;Vl^AkhLUy|Ni3f{@QaFWyo1Xt|lt&e|{VqoSqunemDQ| zE6vT@&#uIRxH6R2!@w;`9WU}QvFFCCEN|AXmc*DrVmaa20>&*KPg8_RgVwG3_NWRsMWDYW;NiNxBNXaKIsOu`%`Z z^`+og<#LiSUIx$r1UpDvXmDNc@rds|E*Chf1hqUY?ttA&k^xID>ys3K$q>`mo)ZS# z0p2y5#L^tNgNBo55WjO9^eyH(cVAk6ssHTRO972wJy8HjAUh9_JU9UZ<@Q5K$u}1v zbhS08nHAL3kk!rr`&veR;0A55&fQ$z71G|3q44Z~ko31}h=Re%)` z$~`c>5TQA;TOf2e{gcu;|kLFO8;g0BD}3Vy*OsNI42 z(!y%-sn;b8N9v=-T}|DwZVU#r5#d=Qq~Cs!8T+39V-1gpKo~gYU=xdI41jRR3w!cb zD&TXgVbw1Xa{Xl(tq&2(@d+<+OjH_z7tH_lO+vx={p!n5G_AZGu65+xoGCRmwF4av z1AfOUbt5qH!0n*I`UeZL;S#pp!J_T0ot;*g{9mP_3I_IV)daIWT+|jI;ex!uFc>mB zp+~(96UNLrAO5uX{lJYPwKfoSWdC_s^FS)D1EyhD>FIfzz5osjf1Nk7?gR1%gryl2 zgafh&#IF-S$P9Q(25aLWxyrsJSz229(YatnHXp<}ExalLCLqjuvOWn0ut9`yBY1&# zyQVq`;y&aTgKD!GLO8^1aX8ga`r+2Jz~KHvPR=FRDu--D5ttfjqVBJO4hLLN1zR6- zN=oy+T5RJfd6pD$J6)q30m|K-HX}JTy*~UL_{whaw0w) z(7{82IQ(k~q?pKpouGmOcCfwh1EYt9gLRSon#%vp1(=EuS7#!f2g`|en0BoGtBRXn=HI*6WcHgU2L7$22cq)uMXn@QCbpw5@3QC43i(_sB{V68{Q`e9rV7ZEl=x;-Ql<) zl3e|$uJ-o1L=zuLEiH1G%2$8}{@2oy6A1%!Dy+Zpn3=!DYae-ePY;xFH-qBD&Bq0! zMfYtq@KMd4pzlRN+On3VU^V&XZt(?%A|MUB2I?Cr_ll;NZ~E&_L)@b8sDq!8ekUl5p|xkZ%QfFBo|F z$jG^6sT6KAD3jV@eW5K~QGWgd_y<7kX?f%D;Gh%O!v++)VXL29uTXL}!~Fq{0fU$z z6BBkvM+dS1H9P7I3_y_SHrz@O4-g^JeS{T$!vuCmW{pWOGv|EWHvZ&F$j!|S>!{+y z1)la%{||Xn@%uH{rF-w*y(j&O>gw_@Usmp=B$lnix+jur*WUE>^ssbgJu6oI5)RP^ znW~V!LGfFJV~WP}P4udfLJ%MJ_od4WKW;D)H4eiN*>6&Lb8 zzK6{3F3E#D@bC7|m;S)LK*u#|7XJ@zKk)HoLf{NyC*b^5KVw9zTE;U9m58?~&Q`2- zJuqn6uKNJIScKoa1xMc;gxe^@N4%}AP5MtGP({r_Wbaa&0dWz8)o@{3e;T^l_rR&h zC|2>I??fz9U`bDRe}4kYRY=1fU`4X^<>HJO6tS+U-#sgC3icmKF_Dfa zz4+GG7Y%P&|8(Ez6YSP$gMEv}XNG$4t7YAcWp)QhH0jCvWsSJ`V zxd@xBMi8;q<$FU;afV5HOW9~hXs8s>Iv@{Q%B6$nN%XsSA#ri!NnNn*J|r`fv2lOY z0BO8I$94Vr#qXv8SkB&hAa77^iUAu*aZ&K3J7Ln!2a??+Cs=yQL>Bew(|vGnN5v>$ zBkB&jz2l-n0sGT}(#?zCYno#&p8vLUQ`!WJBZgs3n%TeyNrdAcurx6_36q`biS@*| zxDQ~t@b3Pr7pZs_k0`_8N=dO58zmn@&>{38MH(1{8w`yb8pOGvLr*?qgz8SbAUmS= zcP?Ouz^FqfB%=_rn=bL)@$0rubd(Hts)w;dj3jcm$$k&NitV>GuOOqNOQr09UDiLA zQ4ipOhE3uWj$!HR=?x2C>4Uh3gM)J?%Mn^BXv}56;e|ylh3y9s3Jx8ztQP|7|4VeY zjo|&-3u5DPuYWJWX@w9(B>^CKNxfury%Koia%)=mYPPPRpdUdh;5$)Biw5oF(3<&+ z7sg92SOd$#z_a8P5O|@HHhQ9>`}6GHfTA4nLqioxq~>q_pvll+ixnE>>;pxNxZ{*VBwWG9N~NoyO$pog z?J{4ho^jZG9{z~$8dTj}&iu;(lC4}pX36(1y;TOs6NF;|!b=`+-!anF)m4|zhjE8{ zy}&qOxOt z4ydodha_jI*sz`yx^4|!-NZBtpkJLy!1CQLuufwBaR4>K;1^%t{DK00;k3@ilv|K} zyNma2xkr7Hxi~pNLEI$w{gdY*Hx$(4tCY>Vm$Lq&5~O^)lm#3oWLGpSA^@4+!%ZIw z3=9k;D|2`QU%&BJ;?ApzR|b276-y%*C+G%aguW! zI3nS}zYZ6;4YuApfG`>{*MV#bS<2%Lyni%yv_SE_zJm^dO!Y_|>%yP!UE z1k)@8@CYWRPw0GkdgO=*Qw}$0?ayVsq1KT5bN+uaAC_P%H-z_jP;A{vzuw3uB&64{ zg!6t}pH~F(8f<1GgGLV~{+&=a=DZI+fhD{W67=960=vykn||=<7VBa7`ueV%!R~YY z3u}N>ChM99-170Xw*K5SSk5oXRN@Q@viXsleRU`eq3po{*K6|N2fGI#&<_4>x9o{y zKZ4wk=)$3_SVUxtcdgW_EFMD)gg-R<5H94E4<06WK?VcrWh6M{_UM_i`g1C7!)CB~U?9PDfMpqo zHIZ}>fj?YkfP@*UDE$AgRtB5XbhNZ!r|=rwivYL41z$g~CHeNMgo8dUokK*Avbst;_iN95qhnJsHNxGsKi>Vy>7fLftJV+blK z8||AmIs*g&;3S6xfCu~MuK*Q7P;h{dbC&Gjxy-IEqsYq{;)( z{O_6KsFR3E>;9D-R zWe^#EKt}@3Z33pyPnc5UbVbs&L7fFoFav-sg3hT?8_&oH@}ZCkuabgt)4KtT2QYV> zPx-=XK7?QXH{>r)4hR*ld}HC}Wz80k8vtBraAjzUe~Qs-*MnYV)q;8Y=g-cN&|(+~ zAoeYwX)CVd_`kX*&=+w$5fc?fnjOT$1GHQS2B5(78o+Br0s<~BD~+ZC>@Qo`7((YL z^bUFEp>ee+EaIh^rYi zs0ECo>gDJEb@fP*1+_tOtpQjhflmf_A;`XmEC^O#+T*VuN{us73i=-G0{2(fm&;Y& z*YlRJj4bZFzN*w^)O)q*VBnW8=Z`h)Q-XH@4qS3J0uQrV%ftRU2xv->mwsF1T{o4GVraI*|^-dHkGxL0e;0(ByUO{~C;NVr~pFxigZR7BX%UO)E--wJImUcPm@&MMe2`EG|##IS*N#=5EfdQy`-r zPq3m%F#S5RUjUPL=w%*1c+$fA@`pB<5!AqWYN@Rdv$wY9rE430mjD0*Ol8G7nVZ?% zzB6j}r`aqHdRK>z6wxRlH(7C8&Jc5z85ar;pQx6=kI$V?PPIy;l+pKs#Bp!RoG0%% z!J-$$91U#9D~4EY6{msJ0cKppLLwqc^au_QL$MjRMM8v648^C9NSzu%yP(q92t*qBTj^K5YZ91$=x5JzyiBwjTbkH?n^vq{m_=o6pSz)ZlA7}>N|As^A}imlD8ql z#pdPZMXUl*4-5?6k6Mv3UIwWx#K(crQJrU&8lxV!kHH`4#+cUG1;%L&A@wWltG{l$ zVaQ_t%3R>u!hai-kmUX29@m*-f@acKWA;};d%et@_-EdCtKu}bU+XsJ_+_$D$x1#b z&E(xkwEH3v-SJDj-?etzNBoB8N2e3785-#W@pJ=4JOTm&rYZPr#Hb3KECIs1J+ZmG z90KqIpEei6FJ@QeD2u6kx+*uGeRBnU;w2{os=&I&=h6QfY47KL`XTj4M(IqXW&aJJ zU*aDPxq+QS;jxIW$nNjyQL+&W2b>+ui`%-o@9^7gI(eV~I7txAf}!_`KJdSEPoeD&;W7h*}_-_MRK0TV;ZDigCRq~!%; z-{k*7F2Eu(XFFj2C-quXm#t$lF@wxLZ-P`QwS#b5?mJdK~%&* zUNnB%Bpna6Jh-E>`N7uW+s>?y;?8N=2eWd%!AqAvSYCyn za7hE?kzwT1YHDGzWKxq0HRT*{m&kCOyXt;Sw`3*w03B9;_{(dynw?eszi)i9YpaAR z2miTuMvYOJurtV5%Ch{*9NSSqeZbR(KTYwWGTlRco~W}7N|vXF9$VxlvMgr*&_2%r z(R|3Tf5EEmSl2o#IIR~6b4dm1VNH3hAb49x=L^y`4Uaf==H4{~xynnlR#n>Qtg@i< zYug0Vn_sLrj&q4c-hJba@>|uv+WQbRlS^`nbPw5S)S23R9y6&;_gda3mn%<7Z}7c# zDMrDY^odl+!nbMquq26TzqTH-qd$MKYC)bCtrqrHL>N4R0-$h&gf&hi%k}LJc;u@6d08`*R(!O2uKiD@T3ro?Hq z<0`+%bw9|lwI;QTlE*(1vO#tReyL}+J8%wu$Lowp zrK@wKl1RN1yhwbnIW;x=vd#8|4yP>K&DFq)ga+`k15{t3w!@qcFf$?$*gLOJYFEwz zJ_Ct=om&FT8vhqKB18*oDHyM(RzWiZGYM$}0~%1Le{^1Xt5U`ci5ey_(6GPt25bod z?V;!aRWl|CL6Uk{b_QR?+qkxA)xO7q1esAOSJTB#Dy7xd^`&F+3u~-3rLh#Q8OlO2 z6`Z61MP-@-CrnsY7Zep0HSAtfQ!_9$Wb^7D%xBdfsz!l9fh{GW)RJb_HNR0V3D^x zy`5EvcLxIX--ay`u|)Y+xS^a!CbT_8wiAeJi598FSusF}VEu)Gc;6x`1fjKPnRh^D z3kAD?>zG=OoNpkWaL|O=9~=R=gzR8L>?lykNq9zX{JA{$abyZ~)T3);_rTY`^B}Q(Redt+CJ#IT<1xE^LpbQ`=9| z7q_Mfh-=$!qMaFI@ajWUx;wJUSp3>BY|!TM#}_HkhAsZ4_5Z#U@O`P*@P@^O!T&V_ z75riYAE*DBA@V*N!9>BV8yVri>TSh!dcha8rN&K@xp&&l`H+R&0I`}uBdXa2b|Osn zjSp@8*SlcZ$q8txlTheYEStp%fz4&EE^~jwfK~HiW18)A8Ct zFXMdq4t78D5(A%spMJ(_nX(ehh9<_x6@C-!M`%=<7w44P&wfV66Np*^nk4XEn5+6O z9xJj069YH{vY_ZdzG|AdH-3f&E%W!Uz7Fnw!BN6y!m30ww2Fxf($@`rY{me0Z`DEf$vHdku9%;y%X*C$=( z8D?%gxk5u`R14BiXU4W0zz@6+WSLFmwDd} zV>AO11MH?|{%#}SKS1v)I_!aM^ZyTBZvj=++Vziai%>}^DWySa=~PNWloX`9TUtV; zTN(-JZlyy+q*GEr8l({fq~XqW&ilRJ{ofeljDd&Pd+im^Gw1x3v~@`9ywpkJ16cI} zCFEx?_qMkmLat^~*Q(hN(`rqz;(;n-zM(b-3$1<^6y`l|pGa#U?H$whj2nT@DV#L4oIBp975p4a{euDulZZ4xkMlNib;c zcaGJCpAHYJbUMTFz{;v`U~m~c8?U0HLoVlSgnR{l3dm3nT)cWxMN{+Rf2`6iVdxbV z`fW)~SOpByUz*X9a+gL;>Q_jQ*X#0B%y(#$*QfYgxpPw=4pEwc*P^>s>O^Xfqjf^& z?E9xAksEk;Vi@%#mihH|bC=drVpdj`9?}Nfzuy9&)13RdFh8ka6bF`(KHx3@#vpjmhrx`QefP3p`Dv7_Yl-NUi_Lg; zqlFh$E#~njZgf@w1JtUrYpB_YOtC8QyT0$}wV}AktkRMgDCJdDdf_97b6w#DjgcTT zTrG_7g!I(|C|D5?@DxTRQJ!92UVJWFEI(WHX-kUgGs$tm33cLZ4-}dD0hWMbi*aP^qe^N@N|&$rc$;S8hqTr}fG+Tv zXaPlr4VC)-{la|eVOe!`5=5)IwAAX%Nb&qRi)Zfcb}vIs?2B(oT$=|?>k;GFkBWOP zmgwDCBEI$A$S+QPGTirb?l0=~tveB~E6cG_U%vlDEsO3yn%Ux_p;8n%DHU!Dy<4P*mPQJcR#g#cXlOi9 zEvx{(6F5)NcD9Z5jt(8{3^B8rnKNEoEm)6W(BBID8#bpxpt|lgJ}}0hT=pfGcTyks z8p-!|f>)+)k7&^1KWM zF+u8u8@gDeg%RD*=cYDi40)x<>e3g~s@|8fB=1CQ`Ru(zoeG(#1@YzsdFgy$;-8$%;4C~tsAc?wD8k2qrDEmoqu_j4G_#` zcaIV{jjsbffrOnL9v(`wFunWmAsh^00CP&nx4;Yu|LOkr8P1f6U?@-Rhrdr`;`tOd z+3y?k)cUs~&KuzLLp*-bs>y0jcAmCG~NC+4dI}z7nAz zKXjXN3T#+?F<>!)`X~ej%ZBikk&*E=EKtbwFaIU5wXUhDsa*v?L6t>+JW}&nnROx= ztOGJ%c;k2Ud_=k2x`w8tC~UAxL#4kQf4O88@Q4I|*5FN9_0;YA{S)fMLqgVe>^!$n z+wjX#4p$Q@7Otaae|(*bdYN0JX&78zX{4zc9dLJM8spCOvRy3 zPZa3!8lSLodu95ndF=a>x&1DKQ3b)G_rs|>4#tEY?34kv!uovn^>d)c|zGARpC(-#m{x`qo89mS0e zuXk14Jt}+m(p5>N*_kBN)!SG2`BlDh3N&*`xhA!)y?QD(ZZW*+8xhUf=+DNn{qit~ zEomBrJBY%ku+sX+9^QGGxD<;^E$Fs{7CP-!=Y1i947L*zNKo%?3YF;gTLCilquTZk zIk^#8?xP>yR zp^@?N=rC=0k|IC|gGkit_J}(RkOblSXAu+J(m;L==i~-`fvN_~r4a&}0;4ufh3x-u z0lvY2P_-`G=1Zb7W4@J}#-I1o!e#CT-crO_am&=5U4ztfjXTT^!BF4(C=P4O)N=2? za&q74c$yTdhLmp2l5S2cI%mH)DTP_0$xlR6b@)<~BR)@I;o_zC8pKH4rqJXgH{cj( zQ6cu9NJJWFMZA3$r+=I0DB}TvU})1|ehkLZNbqerRA^F`-vOu48~e4hCsTU zip7J<0bB7l>rXTD8gfQN}yw1)G1oGzWLR&Bg zJVJ1UKtm--8f5}EH=qC^Y{}@55K9XS1DNIkkoyhhx(NkwjIX80G-opKcNfVqU!J=N zi!+VVt(m4L26(G^yYwJR=@tjrRU zF)zGi2&ZT6+^BZS-BCM@CO)|rJ8yfFDr;AdIlu6?*El}h(|~O)E^_JgBr>wukhNn; z&@XoJKFW?sK~j}Oh7FT^_^} zIcoH%c~ClOvn&w*h=u+ZbRGs~9sC|{%#oX5++q=4ZW{xxZOA15X)@pU4Sv8f5I#E) zv%6F(B`!@w54VbVg-6Lc-^%`Lr~N8%6L(lAm2jgvFv@$x1w(WH9*bx*Ed>iDE9*|{ zSH(t6(f5u5qB>7of@v_zG~LO0AAI-(YpVnnN8B)rb{zpZHu{@4ZxUc`40RtUp|602 zDm6IAf&0Q&NKwXVLZB^hfHoJ@Cgr|vvXXGYKX)q_=OZ<~^8B)I#6U&_PtLu+6lr`vM-I_kA2 zEFBC@?S`AQrdMn74wRrkJ~G(TJP`cd-~;G90#gAdjEwJr4+tgtb}O;&U4H)C7f1cx z2}Mfg(Cs7CHoy>}?$p=1J^G^>H`6Rfs`g}dnJ@Wsu154~UgjXN<oeMx_`UUcfq(4fWDGxu9N?!cEVG;%UyJv+vvAf)`|>I2{XmDLRNw6#k(EF%*-OLWa6)!T1Nu>t`{e< z)SJ30giwU&OxoYB{uI1(b`vKwH`V7Wq1x~)bYu41`%Hs3x?vE(nExrY;jPZp9`r@# z{u*M#p@XH$#N_0mkkAs9KTp64fHZO<930-l^dFHR@W(|(T?WUHPH|v{fmtWBRH3@H z_Ta2>`2A;`MrL92ltUNszVAli9^L#= zeg$A{{Q^F}p@D&iW@d~qS+f7ta~quYNnk#JLII2mxmJ+1N*T|l>;K^cWn1{Bkn)>q zmka{cs>509D)D!;E~cVx*FxI%n)jD7p}V(NZmRc3ciXf*qx;y&TJR+|z-D2pk@qe^ z&>Y-O#|dO*6wh;Wn-|11qtT%g{HeuFL_<+mPJyq8ZyNQ7wqJL~3F~~4O~#~GC@Chu zx5%JMjK-Id2?oiQAa$3Z&IwlLgM9_URW6~RghwpUO#4Y^D3EbKV)(eSnm?^=lP(?V zRru7vQ*f+%RazZQ1~mbSok)3>^hR=9X20~mP? zt0ifC>QXzyq-op2DohWz$C5~P_T5hL;;)sHxV|c55t~s;?T@Tu|338f^SI98rVkZ~ zk?mJ!K8a4+B@A}sWmVslXRXPe{1y|H%>k8j{QEE*O=+Lnts zyGVa&6_CyY(}yh)CaI1fqfls!r%%sG!>2mmDA4-5^q25`)MNadD1@3we(=3^Q6B`=8}ed*b2$&Cf8zK1ybTIFmU0VwVLK&CaDPYs;6=rzPi`3r$`AHv41!3F+ z_JaP4z5p_+hhs1Ok@V(27ODocu9W#it~LdkS~MVer&`8l}QW$ zD`Y76Z>jiWVnR$)v)(?N92?yI@4wWBtpf2t0J@>k44f2%6#>K+nZLl9!+|{n=3ItJ zUBy5j1FU-oCcH=s9~OQAL@GX~H3H!M#S?V{(I?94#?{L|e*9o;-H2!Fr$5s3@lG0z zN;;lW{gx&ATVbkNEy5=<+@!ulaSwh$PGcFJf}f4@baNd22fouCTetDMi%#**+9wB_ zRzE#X$>-FDmTo1#P060Z+BGlJzC@J01fD`~anX17X=D5nnfJ7J*(-v|Hga$Ih;X7wsi|+j^H8a>=!W zR+&?-?pvA1Rp*qQ1s|VR#R;Gi7A=BgO5)V<25>x|C+i7t`H@w#kZSK&lpV>d9SS6t zQ-muqGUk7sVrZ3i-KjarBH?e14eMJUk;nNQZnAC9b?5@IUQYnm@3L> zYmmM=s{y{|zmvFCwwZq>an_Rt?f;*XI24i$@)Ok7Ku$LeSwg0tz{iN%JdP7E-h)65 z+M?U&S2q7vrghFArjYwKvK&~D9O$?*Q;U*bVvswk`1o99EG&Or+AE&mFx7Omug7(*PBJRsQe#D5sklSsJ8{F!uqZ1~&@Nv7MB5`vY<3^OjdCFv3kt{~U zz9|aD8yDgKUVmX)*%#NDYeZ=b59Vkf8PY3YeBbypWB7xlAdqgR=QmPd7z$vDFuT)G`Z}s^8~+IKV4LER+OBIXBAHgZ)8gpVih4D zdAt-|=MEd-!q@@2p&6TUmAJl&q8s<%hd8RnvYQdtyWT}P(1CC|K%0Lme=L2NS1On&T)m2OehFqe4c_8b- zI*+74t#@zqcmk;jpolPyC4kAvU?yXJpJvP8`0gZ;X^l}qwbjK)uFA)2IYk;?(XNX( z*4lKPO;>QN|HONdRLtGH8e0ivPEPfKR(oURg6fvkLwiXqO5(T?I@@R6kvbO*WkszV z3Q_`zc3iyBPB9tjdPD|++VI_VH~xx8yAMQ)D)}5)FhoKR?^jR!DH!Jl`@~|Q(+g!bkp2@Jq_n11RZVEl3 zBcccmhz!pec4f&(CY{bI*1bW9Vo`q@m>A8Ue*(j81#RsxBqan5t+-#^R8Q|UgdkA? za~()PG!TP0QgRH?TO?S#j6ao=LkwYoYoljr83LnlkhWZbNEl$EwSnO~v>QlXWA#a; z6VIfk+#1R0ht2{*+^2%`H^-gr!@8JSh{klFLt#^`o?*uQ7b0|aX|cons%-Rb_ZaiViWNfF z&HXxvRrKXz+#N5e88@JLS4d*zv~6}IeuC5ihTZBAxQLGHqw*Fn-i(5s2_`I1e1O{2 zN7n&;Am1iwKROcemBzrqX$Pxq5F7?Nt&dUxAlTQ}7Z@6<5?t;jG4YKeUiBlHiL4DK zdHn<4rSr1}d;nzhvNDKr4cJ+;mu2^=86OXnDlyQu{F(#&v{TVn>n5sWAQL}YXa{QiQg^?cU`t{?L++V+2pn&i)`WL>g_@=W{Drs{ieQ{LuvG+*?vi; zc7(?ERmL5vrYt1^{rklh2lL&qTt(6LW;_}+(P^^I!n*Pq%~Sub#5KEGaoWi7PLDkIkwRdjqT(lK083FOXo1)z)gOytiOoe)r;i~ybJa$Qll~{;Xr>?|C_smJjsXG0$ z|B24$r+*q^*Vh()IjqsQ<-Zzk?aUXQ?%~J~0=B@Hg&mlN`=+I(VaGGPR5G=)`kBLY zt{Vq)GDAbd7lo>~_eIl=RTos>3!UR^-)PK=(q?~CCzwhRcIGOEt@KAWEw{DB7o36D z)^@mE5C2r2tM88q*N)NQkWoh`3g>h#q$P7m6&8`$><}sxN1H( zm-{b`F$}U%6gK&vWU%Jbsybjj9yFL7F8AkX^03M%%pTmU0t8DjoDK^Bh;6XDPJ;v+ z0Riiz#q@>-asYe(p>-9(a-rt>GB z@OMeIkj{Zb?v_dH2MwEcd(J#Wlr`D!1l|u+*Iy#9Cu@kwYLuSdJ6g#olySL(NtHqx z&=Of^ZVc;>o6U&dcu)<2%pP^~EjS@~L3as0A0A|1Rc0&^d`w%Qne>d7NL>9w%a^!a z5;u4)&J8#C8`L>becV6T`Wlf{!m$*FqGxDiv?2SQ`e#*#tyRP2#F%-9OYSGwDcD*^8J}`|QCpxCPEAciU)Kupg6VEd@nn1zzH-mfH}KUdx!N6(*3SA`S9Jw?{=a|qG>Z}jaNIrq z<~ELfpV$9wwYoJhQb}#c_Yf{j@O=x|<1pnZ(d#rw2Nu6SwEV}S!FVX$HWrvG%^)<` zhV0*2C>Fr#R5SDCT09k!5sC=Az)H+HOP1R7Ldbp8EVZGjWs)t#3ieRrVuxPR(HI!x zz39KcT~l^5|0r9!2k$P>0ftYN^7r2yl4>3DyR=_UoenK=V!+ui4%lB9`$w!F=&)|5 z{01gbTR&@kfF*&D)@z*BiLT$c0Rt=~1`;MyfMFx5>>$^m%gORxEh}CZPZKf%o!?6~ zO^K~&UX-Y+sNVPB_%zalOqT_fg<%q6cdSEMl~P;!x+4*M=Xa5|TK~b&ODEppwgDY& zj-qO&wte3Co;V1@K`aBJN!Bm8y-r<2?}&cLpT`LKwGq+^^()=f6~gaRtkfc8UVT$@ z%UabW)-O~So(sTxpdO0e5a0X6{*9Jb?$GA*-Gd*A(K|)tsI=lvNt|24Ki;o>?fi=I zG|qp;R38OHy0%CROd8(=_Tnjg{LF zVPpO35W&emz8MlM!0OW&o*r!sm+dW;`?_~Tny_dRp#C8L->@^Ru$oQ38WS5mNhY$#cT`S#lvJ5MTv2Lq?I=KvXjD zCI34Prrue;z={>R_*u$E>BW5srdhorZ`=8m#16zjygv%5vOw$sK1mA7b2>2NyJ8luV{)?lpo9gvg`Qw2J(HysC{Pgf zI#`DQqxc7QE}pUH3@TWjXwPk(#5nxf3&YI*s16nii7^70!L zfOhRbF442H>QS#9K2z#*6@su1;0l{Z2>|OCa!Wr^NJYnRR~_d#fM_rKh@U5`=r>qt zbiNg_rO52rfp_0~A5GCZ>eY4bb|vPZ@d_i)3&tVS5|OxL@;6Lein0tKBmU-$(W~_9 zN6dT9CR>7}W5vG*@^C`_`we%cUkBj^H1g?N@eVmp)(vpSzxPM}d)@!{1{gAZs#C6T zAcxR7#eqDr@L&?xdHcu%S^GUiQa2T(8PY;idBG+j)O6`^-yMxr*fm(cvEHCRo2zrj zHV5Zh;T7gDOAbc&nxG$pd7{_RG6(1N?wz^-ZnW_v6pA%#k)}Qmf2hIg%PU1Mr(z5Z z(&2Gmrmn;HG;1Luwi4fCb{;G*EnTCG2mrRHlm=gZHr#`&eJJp38Ux<3Z?be-8!`*Jiu@>y>J|c^g)g-VhlpuFB}wf)Jk5 zWR?kX8mcTe;0cb5jKB>L*acL-%kh(YVUJ<4h#Bs@4eboBs)~l{jsAT_=n*;{J-?uC z6n$8{`ryi@RJ$)V$A5STTV@GLV5J{OQ~d#~c=_STv@sW>fU}LTp0e=k$erS=> zRWqJq7;rlDZEbN_Sc;|E8S|AD;RzR0i3EafXiRjKy;$bAwS8?hyn{o2nx$&mFRhnt zYcv;f@0+`}w2+q8zUXXxDyH%twsg=1fcXn}yp3DQUHSJ@z{qa^G-AcY)|pLjVute> z!JD3{fR?I|1W48<6+I7m<$OPL0u0W>Af#Lz_>*fS@-eW|NR$*<_=Pe!q5v%p3p}*q zOC-BXSL(a-XYw9@^;INEHaaHYH=D@UDs!6-)&gX^apbl5DIfE$FUQNFI;Soa9QjMm zU8ETac;I34ixPkrg|nRTyC51EBE7y_#zFj-Lvh05CS3kTtG!cJ!F(oYXlBV-&&W(w z;MY6 zcnD~g6qOhlASDLThys-up~FdklAz{52KSTtjM@5B%iFEG2irrjT&MOALJ-{aW+IO@ z>DEjW+qe!)^MNlcptaS0$NMHs=;3ja>aq-(@jAi!7wilR-~3s73zURVKluZngjL(( zRcR>Lc-iqK6Wu{pppC}$JaEM7DX(ML{U0s>q+}=w6=+E|vbY=Bsmk!K<-lixGktH|yWF`xzgeMhL1qA7W2Z z;fWckC@WuqdKJX<96D7nZH5@c0AQtY=r}7=ih6}U6FnmUi%&DhjsHIcLn^831DrM> zl+oe<9@}tnexh`O0L^=HQ7=H83%Jhbi}P1MLF){hxE7Zg&w!=wc)7mXm&@4nPZCfN z8h`|pH=X?@Lvjt7wd+(0ioh9}1o18dg=OgCq7mZI0E82zJvj?vjlr}xV5NX0)&iTS z1uO@s##13U8eW(fgm2eSp_Ia;z|gQ&{v^y|{t!d)Idvon0OTJj{JRE+=JmUiY|6O5 z`=#WwhBedNEB*KpAM6&R;wV%hSgZ_;Nq`@Y4zh5N1hzx0d>Qx-ASvSD*@oz2LGZo< z4VxY`X|r~G2%-awbX*7s1)-~4Y%LfpKop$ZuLNYb4h+NqNU_@824oNj+X&z*faK!-tSO%= z?S$P8d__RV8@pk-)ff^UF6HGV0@P;uaa~Q#8vq=7?2o9q{%$;&U0ApRyiC*=0Aw%2 z!hCVkbkPELMduF*nj{|UukhN4-6ZPEpQUa*LPENcXjW?K%LtVnUJy1*U<6(T_2bXR zSHwWj;2fD8{Eg3Io`wRIYmMEUSmqg6-;xM8<}C)yLp~z7h|CvPPb=B^f($IVH&^)w z_M_}r)f*fa@qC?sRd6g3)TB%&rvi;q@dh;Ngxq4!*G9iDRvv|%fsNhz#IlIH6G!k=-aOV;K1@JLyIQo?owSEAG7vOC&3)ck9?OOqhd5stX z0Ah)b0%mE`2&Dr&o1n+D{-bVhUq1XwT~&32v2zffcQ9`Ocn7YE4=B_!KtIjryg>qf zpfFsAXfF~(=gV>~^dpB;MjLd=Jk}GwH8p&25VK&S9(IiV8x|Y*^kQ&!Ak91ie5>e_ zGAFx1YJuczD=OllWqDx8JlC1m#Co3v|hL z$MXdDoft~UW^zV<1DPN3BLRbxFZI7a-#|f59x((TvpP*f05dy?Z0WmU!9p~u;7>6C zmL>Uy$fF6YQ6mq+VnJ~7#>dA8zXKeRRGc)Mj%OfKJ3m~&K~jk2bzG24c@U!ZR$YY* zO#%=G!4y^Lq_?*>GAXHB{j|5y1zG#R>(UEw9Yh)XQ2WL-bgSv0_TcaTkGTT~ui!V} zZOW`Cd1RETZKeb~APSeI4cS>2&jC7_2j`1cpk>pZAWB0ZI3r3d5X8}g`6{BsLOp~t zhnfY^9%2avd<0)8@WdGj40h&QT^GW55zD{Z({!y0@3TsZif)2d9$~Y9UBD~;|CD@4IAl_F)UlVw_ z_;{TXyUm2!DEP*)Ch1_Ju5X7Tm`EW+ey~{~>fhbli^=zZD)N1aWg%Sln7FtMxU5Pi z_wU_96pTpBTxX}uNAIIQOGtA3wA(TTvP=Pj!V-7!=R(w=TwVWyp%*j*h&3vrss#H9 zQ1vdrZz(O`yv-?bj}q2qtMQN5;0g#);s7Ga8Rps3*XIwOHaSmIf?+k5{R;|BY-DW! z{}YJvy@`~Nz-IwM1X_ezwMf1+Ez*d9O9u`*I{H8E^)ULz0kU()Pdepk75WD|2L}O7 zP2Qi{;Q|H2b0Y0!2U&m!ZVPVtbgR7N#KdD8`^E2hZ7E@^LQmTgpMc|~?=J*ASC;(R zADF^cQw~{%m=z!pH}lgAmIj zFq!XssbeDz(jQ4NvA4sY!3;pQ?jLUm_ydsSfZqth)uKbv59cb!bPV^nxelfglQaaD z2cr=}uto?e)*u(T-8T69{Ds zY-H%Dn`AsUL6GBmxJ?B`&oxxk5*yt4-wl{I^$iVaDj{yy0$^^bUw>jwcq_va)_5V6 z*%h%60CEmuApj0bv>^fLXlRJ_8EBZ`cx*pSvBm$d4#R9u9IQqLYXSHu|7AvvnuTio za8;HRX{CiMDrvIBfpD?|#g!qXxq~q1D*zt~3JR}*XrT{rrq-xz*p&uag!6P9Fyf{B- z0tTZ5+%sT#1mF2#RILb(9Gyjx`)j5~wl&Dz^T4F%b#88M*2q0@DS~RocFfX3{^f59 zg|Yh05j9;%n2iZ_vtk4i6@c6c@VwYeH;kLz)OuB?Yhr2&x>a<r`ul^c4&o#LD%#kJX~eo5yeYoH zePg_pk@WsO6ZeVnV~tf5w+vW|RLpGWEBE4{*;t0?K2CZnvmA3?ag$-|m%(($hhgrJ z4s97@tVt?dRAb!Z`Dz^hS!B{4_x$_fJ>L$qkpfkC#J&*gdc4`#u!85YLeSm~HaO(a zAYuuwq4Y00tY3X8A@CH*R-t2)W1zrf!w0hFp<6;s^Z)#DKsn85gD|Tc3NXY|0chI~ zA$*0yVX*_-B{~@j0hryD!$yE?)UXW# z_+eZ&*7y+Ex((*O`hhPF?cUzr?C;-fu~qUe79A&P=YUPH5YNyxh zg|;>pxFNx$Rk|SPXdyyW%EO~!m@PizI}r4^+kY?KT^UP?+Efma`dVIp2{mh_M2U<9 z13owIbn>Am+Pz^nnC>sm9QGb@ih4MZ?TSU6(^YR)E_V27ZTE9U4qQQ z7T{Njp6w}Tjz3P)IC!c(AmGHQWYnZDmN3c=hK)Pv-^2RG?L`O$`*JgqF5Lk>Le65i zBL}73o&jxa0+%`df)lR!z3AcCxHxKV zZq<+4GcIG_zFmbI@%lRN6O5$mvITlg%=nr)b@NU*>!Xl3otMm#t306k>_#1sfmh88 zJTA71btNEG9xisYTrF71lvP(FPutg)7IP-{YYOjO_&|OEB_{AXI;E#Q543#)0;=<8 z*r~d5KIZILDO&GzrcWL&4p`F`@A`y4pUm+DX{^6(f3~dkjJ6=9c)2}nAOwL0x?!=7Jo)zYtQ@+iLR;mM$AKBcT-XVLy-rN zQ=}dDt;kz#C6f;Lm#r!Dk@hl`{0nEk^!;cJj`{W7z(|8;6y6#6lZhopY4-HI&3U7*W(TeDKw**y%@PoS(R)KA2;{FZNHIv{S1h?Of;85o ziPo2k$GuxJ8Iv+-+5`d>@AyiQoi}9$f-eC72BoK4*j3 zM_J(Nt8~LEsf9nwpV=P__{X8`m(WX442)T1Fv3<3&YPfOTN^MK_H}fI-WC3Tc87rX zJq7Zo(zFJjL%O#wKA@vC)`Ou#u3v?m2G~%*u?LYpsl-8zA$CguhL~c*fW)H3%N-nI zDmo2c3uh#aXjeWYRuYqLSGZsn8&>IGip(n^1fKst6S~L;a3b{;XSRBJ-G>PRVi^`S zME?1K{vA3e2eI|x$SRW2NtG=p5HzzM2w+hC5l>;mq>?y;8~5JZ(R>=~^t^P=ZtR)n zHYV2K{Lp`fsTF~%PHTDD;qRW#ehGVm$e%g_f62hh4wAyVt{O|jNU_5ZJ zkZ|y3_>&*@BC(seaNo@iao!lz#K#U1AWRAqJ8rk-oSl3gQ$n8-K0d7|mD4t9Y7nx_>cGyH&hvC>V;JKK<^WKTp9aR%T#;))cf!Z$N^rrKN>f z5_OhC0gteMdwa2v7zP+8sE5W3-!CMho=uVi7NpWjxF}UYfR{CRY*+YetU+P=4+R$H z8%Wg--1jF5?3Z9uh0>rEj4jd&3qxT2g(-p|80;Xj;z@lM_k)kuI&P_a{i%?&sqpU% zR{vV%a3fOi0Ca+S{r>%JV1sOLj6Z^z_?TV$pGr?1#_GuF626c1hGrWH; z&MIT9%o?cOIDk$8rmb*~-=(I`_|E_Tq=p);ClZ6Y0u0N@$jCZBgX%r__(VA0)R`;tH61pE9x#t`w$}%sGQ2|7o<=R;gW?o z!LFhYV;l7LK}uc!DJuV1!0PTNbx-m=K|m(n14(TBjf!Ft@j@@KGukinWIGy zxHJ}ATp(PBcl3mEP>EmMvtR5*{*#05Dpxo5T6JcdUDPgO3PX#}?bZWr6{L$;-!lbm z3iv<7Av90f4FWS~*U&Df=6~^)6gd-B26yC?xLAww71=*^h z!9no%!2#twuvn@8TeUGjp@%qG!rh~HetN_#B_HUJJ`QUaJf*`CP~w9M9dzEYR$~#G zufVMn1ij%fQA;l?!v&qEI5Z6)GyjjyvyAZL1n_8U4%1NeFoWF|$pM*Iud}p;_;)$d ze-COulT#)oA_C`Iaj2-qe|Io}h`>VzjPo-{5e6Y>=x^I_*fp3RXHybP*+?0#VJHea z?!rlzwj4HiLJ?W|l8xmSyNM;&pKGzql9?uq-PHGFqZ!V|_c!!=lxWvVE6Eb!=mWbd zhVv7_;}c-1M~nm?DP#l8cSx7d0cT}@Fl<6ay01iI<$fE>EuA2$qoDe|2t7{4*W|gs z(!FecpJMRbwV(%+*)tj}+a)=C7#H7_?5Gz(vVGf$wBR)+NQF zpYu8O8YRIsg|pJb5gD&^m2964KJRAOlbmS7JTyu+tk+lybL1*FQSt^5FvyF@U!8Dv zc#T_g#<8_Q&0ThL!Jc3KFFxuuXs_%nzDpy*Nl^N+57>Bk50(_#BpE(;Hn1o}+K}rO z`837%7>g|&E|!LKuZP37hJQuk_CNgMUp-I!xmu^Lr;^vPRN8K4ovWW62&2Ai=sPFO z+hC#8`3i7ANLaRB5CF_;)N2J=DIkyCbmG#p{>i8KvWoL-%E$r≪|@@e$FzQmEr3 z)^BsH?#+xRs`b=x(WxxRAHWI>b1XWiEY+ov0#R0l7fhd*LZhSyKdu8xo7}wf5$XVr z`)zuQW6R|pV!A!sRpMa^zW4K=?KCuy%AK9a_KhrCo_fD>p`1~PJ-|7A`SKIb)XKC{ zoq~eK-|Xu#**8Oqf?E!2*e_><-(c-n2(9S}%v(~_#o-ivA%&K`@D&xz7%affSmF1m zOKI_%2%~Xqv7`JDk9_pcnL97cq$hIdtP{80nsnUg_?LgaY=U$VUikX%J^q|y1LLiC zkpriD1dnjpYi)(-55ipT>GI_h8*yGL+1r2sXx1!lB>MI<8zJMWHZYwaHm z#}JHU^QRQ@F-}%dt*i0F$x8=Vdlq7*#1t7{pOrp!6jBT1Ec(FxZGE{mPAg{4uXEMa z)yTz4;P5`@ytsW%!|3mv@R$2?$P1U|XA*J8yM}t~zS7Ef78Q=xXrm1g2q9+3HMD5D zsvGc~HA7s*)zOhuYKkE2B!GTFwEv4Oxy4_ZSRu^oQ(NB zIqHmu-#pjyT7o#eo=k*z-ZG`u?OelKTE{&VGm*U-{F2`A$n#2ijLXJF5P2RAbw-?B zR=5W3vb1)6(9P%0D@RxR4zi@ClfUS*O)c5UaHm9@OC>{hH zyVkSQnZjH4mKGA-=v9{<|8vfstmR352;E9%DqMXn9T+IUP$~A!|FQpE-4|*7VPw%M!LQ_=~u5maV!kC zW`CI#9>_Rgms;oS025A-m>{;uXUF?345=RTd4gW2d}udGW^2s3NRjjek^zE{v>tvWw7+wnr+a)v6eOS-5lO+l({e71W2@Gtrt_j%5m! zm%ZO7eqX~Aq=!#4j2}Kc-m&C>ko2J>eJCS?2?n&j;6^K6I5H0o!cxe<`eEr9(m2DI z^1%KZ#p6A_bGi#Yt0ecyw}b^!Nw;T2xo#ie$fKbWdWbqCZy&QB6Bl67r+$+@-?Vzc zGCkvYef@8W-*=-oTJ*E6V1n^dFQZhvo(l8r>-e0kh4KhsCOx@=JQa#J5{AeBBkn@s z-nxYVGcob;a3}(mlOK(5w1rcwD{bMd$(t}=Y+W_MdG<)Nu`!%`vAmf2J6!Q0 zqkm{ZY_6b^ON+!uFFeLLnj>ch$C9?EE@Ee+&z9d^$mM5xNIMWWI6Su9d%FFbY3|%c zX~vb{Gat6)pJ($^4bd!BrIze24^<>27W+?4j*WG6C=oM5aPh-XWf43RIt()5G{`e_oqdDO4kO|C zW5j+Dsvh-P2Rb14Z-W!L!C;mQ0%m}h4GQIhjw9vi+1OnUSRXieTt=nAG#!zFf^(?W z#Hypf#&jdu`dI0~pTc!l!3f>v1RV~_%6+3_y2>!m<7_3Xse}8)x6Q3XeM;VB7L;5< z?^j8im0&^^ke%+4r~6Eij}iviC=ZP2(={dDMPy{fnW;MTG;rT;se3$sVCnV6@1Bob z(*2Q=rs}}JK+@f$EE_mHm|iGF?<0ozJ~$$Q0hI0lKZ9BN>ALR4*86j-mI zCkj9I^c3D|*nKJliX##cj~cl%WQsLuQ;%g)SvM|1$`CG)QZoMXIM_4w-ZR&VXB5$X zJmnF?`2@vxxGoHIh|bHGxvD5@SER9-*k3T?KaE?n-+n@e{h|2Fn+Jq^_L9FV+#2tq z8gGg1BqbTL=i3UoxB6{ssEG~=3y@3_g|;L{HPly}(-Ot(uNo>!&Ygz6{>tb{e{qB)y}S#u|cJQ7Xb0KMWiC zt+BVN4x!zFtu>+Q!=&;ZCr8&moGw$5^C`cvmvebk{4U+}35HT;MIeqc4eJx@`mwuI zPr^F%2%|-)sYUHKjdcL1}2iVOD5R z%@3ru8_pI^HWCs!y>^ejohxf;mm%@n;lT^7Qa9C3YV|crW^JS7Y>8GTs=cWU zX-h-0SDCDUWezq*4k2e+zX!}8oA>^7XI#y?xqKwX2jhX~WO%fjwdiQB6c?FNcsxbmn%H4x;zGayF5fwwmlZOW@dX5p; z&YHHInhFKH^B?^o9Y!wsL7oKUZ8*u&J0*WvzoU@QN%T{PKAvtKCPiB?8T()tRk z%IMr!uz*%x#dIHUo$V@)fgj`Dayi^6>bLLkZ$ncrqvaSF+)3u1)wbi(TE$5QJqSbGxQK7zKspR!MXV@+NvX3TY!yW^@E0r=+Nk@~H; z7R7a^)#mh^t7j6VI}63VSl`^V+W*^b;dk?1EruWC_6!ByHS#8zwLN!Xum+fO^;#Qd z`j>Zb84!JBM7q^<;RTT4RRr%`8!5E^yYWH@jPyl9>vk=AztU4yF8*$RUazDbq2wui z^->Mf=vnn|>zy?UPlXqguZthEx)=99G%A;7Eaeu+DbXGsS%~U;jh}LfxZozAu42fI zShNTpuhDyww2~H)Dh#)S(k ziA8R&=;2MUzy{pJUZ|Q)iu2W9tHocx=3$?cdhy~m5t~jZU=|rLAw?23B9oIh3g2Dv zHyvU-3dyg8Wgdmfk}}83+M5=YeE;N2@OvLS{UsZ60nJsF`7fi?1+_nnR6qYT(GGl-B*B|!cceo{w3~JCY=PclK3~*~1vaDx3N|0){Jzw>w z>bmNCjS1J8;)W3Ss9sfC&h%ArpKDH7Cd0RT^DNn0^yv#bi>7vX3bZGxvP1#l~e_EibDzEW~G>Rl;NH~|o zot3^?9F&TxW&AXydFxSa5C0=a84}~LNnZPg#=h^PM$uuHdN9)d zwA!+3qdn*?YMi^h(|D9qv8-**v8Y&B(R7YiCZ*{G1df85`_iY{rF>0zU}Y$7HH|Xm z^UQYNVMC#yYqgDkDI`=N80YQ%HNWTQutSK5Ub%E$f#t&&VR(ddfp( zbX@AR>n}BHJL5v@PDZF?%2=-&qYVtq*&65G#juk_OTicazdF0pa4NUA{}4_jAqf$g zlA?|b*+{gF86u@4Q;0$$WY*59D78g|gF1zfkQ0##l_AwJWQQ_DqgefYYzuI}V^5i3WpM@6^Q)bD4V+{5A##rVYV?OUg~|BS-? z2mVzz{!EJDD^B_?|L?uyRT|QR_8fW)Yvu3VC-{Y9IWE`!)tf3N7bZWcX5##TrU6t+ z%k#Q=j7rMC_tb^GZiGyA7&a;0n{F2$D>q4)^gocQbK%n$jJoAnd9gG21bPAt?7jIQfWPoM>**>##Ekcav8S;PEp&3#pO z3&PtE2Wn?rXGGPpe9V|u^l`al1bjr*K$^0D-gxm@P7`o;MN)7vf^9ItV^r=#9^^}wd- z6K$LQih9zAx+GmAdTcUeAMfkYW@k1eq94B)FTZvXaaVD%%Wn^;0%R{37trhO+l zesEo`SYtD!F8M{Wr3cAVoNcA{`5#WEY}97U7u5`(zL8K1guZL?Jr^{pboi*0@=cPs zXH^~n_jxt>dtN5m4ysw2JXSl9FD)(L5wPQ|;MgE=WLL-VjKD=7hp5E#MPoWW2Fbx}*c;px4ZXI3owWD8k__iA;zwqx4xkr#(NC zjOM15R7uO^?u+c#JvH^!+A5Y72qG#~9A33_UxQ|XA&`4Vr7v?|(sPb_#TDL^Yfvec zH)IwY8hnfHQ5`?IciZtwo_R}K=XV3gb7}(YLpKRqREX-h=+idI>+#UR z$hYzzKIEzCKBI<@1)s1;`4hB!;B1CvapuK5berIJaEkb$e!3MNfQ*LtbTQYkQjZd2@b73jZp>Cu+v$ zSkh{Pg9TwF!g{8QcgaZHxaoI|rYo>}o;B;7IDlKC_}AQea#ojj=kctelE>{gXKE#n z4V_sm^7dDhEDKnz=v821@4xH&gUo%;_*c4gC(`6=D$*mvQ~tAc@=GF&=Ki%&T@Ys% zR%y8S#Q8Q^&kE=&U#Owo*tgHMrj~sD*L~W0~2zpzv3MJM$=6NTj}^4o9iEp<6<$P}jnco!|2w=mGX1zY=q*=JJ#kv#hl6hX_X9K1B>MD@AQns)-oJ zUchSoldQswfVzmmy6pPice+UwCsAwkeW(MhrN4~Y-euZd=RgnuV4oe?MD85Ow13F%V@okmu?-pT;%mE&hL8S3HK^D ztDM%^ZGykvoRAB%=p8v^p28}b`?Ep9}T%4QSmp~vF5TKyVOxm5aU-&2Ek4?hF zrV3oW4EK{|5NCx7@Enb|jOOJ{%izNi{8PZ>XrB~sW=usa5jk++>*R?DntynPntJ5t zx6I;FM~|Nm*)qWNzDE;w#L;G@ju2n+&V(cqU;{B|AZB z#OE+;n$`rWMt;tf8J{$i7%}|*@*I3->^=@j#r!y>a2|G1XYCvRc)?oy9+JtdYZ4EX zjqJ(IO+`$pk$$J=z@$wb-X_D#TF_*oN`I!vRYaptXYnrv-A}PSN^ox4^>1 zvF2_CA!2go3uWyeV?P%+1Dg^dA;y`j(G$GnLbFg|y}wblk{*GgXpI&j5Ps3X9V17hY;XTwOUYFp{%D-FD8+w`?N=-oOswb$+ItQc#wPHbX|YeoT6QGb;92x|JvgUgW89B&KE z<$dqg2}oeeXllMO60rI^zo6iZ+2m&vuvzqbS<44eOvB7^zW|{axarv!zF~QmLLuX0Y5K>&ChbXH zz|EQI>Eb`yPcEz`rjpP;as{LTlgQ43w8mGI+A^>a#bDQ6-x*CblAw>?-hSPR(L6K- zO^(waX7l#s?6$Evjo!YjoZLaIc+8w0)*BR}EddcE4+zfUudT?O=JPqSgLV4mXWJrp zI>AkRpu@TUY*I$Xze>wVwjY{KE^Z}H7ce*Q z-0cOfves#FVzok&sZ+EOn=`t6z;<5PH4ET10Pf37623m)Sk#Mg2YQs#=g|~O#$suy z%58_Njefzh3`aoc(|N8u0|wYM@Vy>46}|k|Sfknt-&%b- zy}K(`MM;sxJ|cR{c4-s?I)+ZseQID_oRwONePP=4Bmw3~Eww0vdrHx_k)sf9v+x6K zWsW8*eS>fPOdy4GjWA$gjUcTDov&ChC#5%RXvkYcS3S3&fRlnh*MpHv0NE&zE1pd+ zpXLgf`*s8{3*sExao^t~IzvNAX*sAy6s3^#oKNeRR~K;6_$(ne@JVhT9`cQe36COs z5r>t~@7^6-sL{*nVNco+a>ciYi=Zvvpl&wEUXOTkDJ?A)&_&=3W@+MO`wH#P;eTe= zws*H*=NFjeC20e@ubSxH^&S^j2?_1UY$5T0QS0*f}cPH1LJ48F<|hO1jNata#P ze||sDU&Fc#L=`u8cjDyi(~0chiSw3Ta-Id9=FD)QI|%Ft;8OuHF`j~bv5O1y#2*4t z*CK-O5irVdMK!M@`wNEu;rI8k7N0Q8buw|gWRE;<}~m&_`chJ^ScZUfyG3QVWU< zF3KyWy3{FhHv2;dandX6I=-yLP6-}F}D5yny{njRvZ-Rw*nacWQFbzqWy&n+^;D|SfSd6a>cHN0h`u55YXTKK*I+PqUms; zCCi*sIB(68e!+{-G65WQ$fux%uEE0uLcfdN3a+hwbj=}=p93>#6)nSOCa>FL%c z?Il)1ggXhvpI=;RupVj zRE&~Zs$5imSk(plAuK5B@aFaQAqWRYLm6}>XoE^5*y=6}Si)Vf<}~+8!q5on3Hc4d zmKe1?64n*4+7XZS=8a=DS?U$IEaHa%XO5?gAsCp11A<5-AEutAcDIU(f=W_pfwwqz z%+>2I_Oaf9Od%d>$RmhgO8725Pxq}eH*e;P1UIoIjK+KjsqrWZ!+mXdc z*|B%Z=xXPIXkt-pnjp(|3F|B4`P*0R2&J-=Aa&&9v-nrYMZ^OEgH5nkPKHi!7BXm~ z5Kx=4Y!u~6?UX)!`lR`MXmBtKR?gez=AqZ;(6|+{6Uj5#1%9euz`jbRj1dfc{<*l| zL2TEPVSqw25i-cbocOqcfN}*^#1etHi6qJxf@qhpZqj>_0g2xQ)Q%vP2WN|hV8_VW zL-Oaw5wMc#17bn?xUUB1T|^W-Rq#co7`Jb465-{lR|`mxJ&3?>QQv6}Ge5h6 zw!BSnXN1ixuu`#`D}8UJVXLFcCE|;d-*i&dxW_o;DSdA|uGNl3&S>RK6ZJh{wVAky z4{*!$94~dUbW%y>CE#)!o5W0SvRwiX?djzuF_yHTZI~%QYzRWDSe|N&bM007@?P^r zpWABu9)V}XaYp|X7`YEv#FE?nt|-pKee+ft2%JRnOYEqP-hlYP4~8|nmr zow)Ag!-v{MwU%@tW3m~<|M{TS8d!glDFG6_rin@xRF(x+6_fWh*ZuR$`Zjjg3U2gDg(wW)z97Y*@lzCzJ;cHg` z)9-liRduz}+S=N;)m-C#V&@BG$A|q2ch^@3bq6NznuoNRe9qR;8)|;`aj=W(1x*N# zUs-1X9})+u`lxj>ko(}nZA)r!Q>kBj4k!CTnswV(wI3j1LhM(V;6sLesllxSXWK}I ziQpLd-ta9CED=>b%&#i894YR2j_yKU!_a`N$rIRj#Fo8_e9&M(13}y2IgtWK8t@+T zQwJPBMS;Iz0D>h{BL9T)yiq3@j7unNv~BKAwxDyw7A=I%d5Z6G1&@O2Em3%h!%~W% zsr|#uK*2)I(d_bYv_zgc)YmW-z?jb}#8UK$D~{{0$S-RT*%%3A%u`Zbilb}UTz1Tf z>@|e`M%;Y1ZGHwnS0W1sTF}mfEcwe76=k?vyhgJ2nt?!#p zk5!vWx$;@chiTl$(OR zLj$dyh3oUYHqSgJlD@Y)M0w4+Lo_ z#@_sW2M1Ys7J=(6uX<1XfK`)-ZlreQ?B_Mec~^qZP>0iD>?-7NKZnQ?Z3864F?2vK zd9Uz+7ike{>miAYFkTOq2uY=q=ls7kmUiBMRC|>*HPBk0T?mjb;se-2p2ux4P7h;A zkr;ouE;bwT27hBTjZIAaJY6j(An?P$?8s_JUNin)w$+xr4kMt)HT`4Ego?&P$+Q_hpUE$$M~7UP31Ng3l4kR ztD%(l_SK7NPuP*OuDMn`m7f?|V=-)_7uLu5>kYOB)q8r?fr-pJZ!-h)v!<8LReV-O*-I} zt|u!EFjh83E694;f_Q9eP~eh^7nJ8^D|EhHlIa^U1{L#ct&3jVTAe$duNA?ZCKz&K zOUrr)%#Vr`BjL0hZ{E2gFgTn}*N`S%gpW7;5Q0W>p6^b>>t7%Q<~ zCQo2$rr&ssBWYhrl2b67E9XbGE{JaBB4Gob$dr_d%Bz7Ch?4eV?=r#(AN-f1QB|*i zT7Jdoe!Cajr;Y>8y}#6R6{hvXa0eSoSv=%q1?+&V2;C~+wxcQ9R=X}0dZa30_nP<% znGHyhe-{?=0a?v&(6Zi-JZm^nBs_0a1w%G7`1t$tK?2zn#TITt*RugoqnmGNUzD^i)cEV#BX) zkc2nMeH0a+V7v1JF~K Date: Thu, 10 Mar 2022 17:25:02 +0900 Subject: [PATCH 16/73] Delete crit.png --- documents/userguide/crit.png | Bin 66174 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 documents/userguide/crit.png diff --git a/documents/userguide/crit.png b/documents/userguide/crit.png deleted file mode 100644 index 61df4f687cec6dfbfe8c4d985d74264f14482ee4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 66174 zcmb?@1ys~u+wG{dgoJdrbax02UDDl1cQ**4LxTts(%m544Jwk-9U|Q+dC&ac`@P@y z-L>wzcinYo;X;OC=Jz}2InUY8e)c}$ua#vm(1_6>5D12xEL05wdExR&x**H0JvvIORh*y$p(b#y#@U2uEiX3L|w|aMoH#5u;gC=${Zv8%we4dq)0-zLq>tXDq_|mLwHmVd_GPj0sH%!8t$J%L#u~}vCP^PD4(=yzPe6|0<<#d`btOwV^Ftrr@r zN5{Us3^?v1xcZakR26vVYtZKV+&J(romPcGcxA`E-j=lmB^nyqXp@^&nQ=$^k8}7h zr^<9g&v&P3z=y=d#1INNQ=XihxPQ?&rIpWDd*O~k9pLP>8|eX$Mf|LxEw@8)Zx$&!xm3dF!qoi`rBZvIL-Ufe`bi1KwcXdpd%wA`-7WF z7V;>GbJ>k%^?>qzN=SGDsj91cE`UnZoRvk1PQr)I-gfqJRP|f%-SGg$)>Ju(bSycB zpP!%m_Bdi1zZ1R?K2gfTX^5>H-yE=AX#7R&3^m-U82QvpE6ON z>hoZ={VZ4O-#=;p%&n*>8DwQ;C98g+tLu^1!2&k*N9pP!nv%Dd%Rv;M*$lhGaT(yV z&hp{~Dn;NGRd;u{iKQjIJ1LhlTG->oW{;kejlo9{!)EucL}u+O(;g&zkG$u?UI)Dw z`}4=^vEn(eK48Ma!{PC~vbPs?ygu-hES4B09GY{XSFE9>R}c#VP;>y9!arF2{^|(` zTxS;-Z1|0Cfq1d7=$xL`u2W?DOhZlmcz3!|#>Is*Ppvo@^?RIvpkUYFpn`+$&Bgxl zZe<7BCm8zT07X!gpxYmly_srAa15F7+Hkrs3MQtds*K*|))q=uYv1tq?{ak_G&H$t zyXj(U+#b-$*G!4t4|kWx^G+SBN2@(YM@P?uaEKZoJwc-6~4SxMDMjFZX>S$G`-kxY-VF82{ zvO%NsBfF`xF5$yg8h9@F`}c37&uPJq2Z%K@GcyxAyQlp8{6CX9pA3Fx|4>-SAR;PS z?f=&mq?eWQh9w-1I!kByCpoqn(;dEpNvz2nrXh|!uR}Ku4@X{L$lBds@3Q|)7bf6$ zTnGj?X*rY{_Cmb?g)9>SheLkueR4uEkCo4CCG7x zaPaJoBt=EjH5a~6aJD)lo~)8mSYqOHTAc7v7YM|)iL|MyNphg*qfU*c1&%r2%hpW{ zlltbBb1iYRVTLLD);~Kjv$iUG(>ONw8=p(XqV~771Th!Rmk1$RzTtFW~ zR{E0az4P7NTE~VE`^Qt4xfQ>$bWVS8qCA;;lDC0Zob+L6@2Nrxr*F9cI^@c>49n=; zCPo+w?a0oZ3&~e7CpQvsBE3@^B<^k{gjyt@ zL=LXBZM{ri^0PUn)JaPbaZ6h^S36pbN!Hu<(ve}<3s)+wZ4IsAz4z|mXQQ{utyO#* z!^T&|u@Rs^ZQJo=jQ#!F;>f(6 zgBAzXz`$U%NHte}S7&1T1;844DiMRfb#TdJqX!)AEP^nnxNb%27#33XAdrguO|x&! z>%_BO4(aLq5G_l3j(B<7NzqR*+01Vnt_zJWPw?^at*6R}S_*cP)rx!XZZ40v#%R2K zeYI?>e`z^%w!eTv^Ts{90;3NOjT||zD?~zKksJDU+u1^%yF*3;{!&d|F5mVLylN#w z9F&CSvF7LJgZv49O8_gvVt!Hb+D)N{hlew=vXmQYo(KePIQ6{+*)(~Wt0=a z>)I24c+m&O&nHd2CocraD$nXp|l%BF!0x6J2^S>B7)>NipZ4q{Tj*o_~Jhrza9nD<9X`1`l+oUipouCA}E zAKrmoo}lLg)`$Fjy1l(Uj(}_TPoF+b_;sk9oSue${!9R(o#(5#XUD|Hh;RgE=|(DQ zoLsx@rq|BszriAXUUGQj?}PC9GrBZQ3TH*(rUdn)IRPEi-)8f6YHYrICq&CeSM#UGG+E z>owR;GP!S!K3ZB@nrRPcfo#KIJSyMD7|)|GbDnsc{*^#CB6urdM>FFq1I;r98@sXp zF`{0BBSwlM64)zP^y}eM8YfG81(Ny7;UN|`H@E$AyJ7jw##Fg}wZ(TFIIh77M*v^? z4UXj=@2jdf;K&ec&0FL7PmO%H>B@}Shyfy!c66+GA7nOUs<4P#ppqHmwd8}m9Q4pO zcQP}hb9=QO3yX^?1WbJryelIk+Rr{P;mKnC-xA|R4>**0!7~c3jtDLQ| zG6!gN=IfiM7FMySi>}(pscP+ZHRaYYdEce`)VCn9qPDS>SVTVhb7Lyufl0W-B z1#?LrqPM=c^MnH5Vz! z@SGNg2nQmJ&xFvhf0lz6CumJhSu8;4`tlHqgoNbk@87N&9VcZnY*o5^74*lFsfqd;?*o}* zyBDAl@Vuq4Pqs2OA-Sakop_m&CX3zRUS%>+aa_+!c+@*S{#9Af_SfC`*ci6e@E2A6 z%cIp-pOTWaY`buA+lmz*KY4;pNT{=a4KkX^c%EFchz}RU1VCN^=M@N_{Y>!6iV5Vk zD6TevdZBV3K<$qppz^5D7}I8CW7A?L?Yn(Rhs|pM(gqq?*UIyxAJu1-0xWmTn5EKQ z(y>}f)$Dv2<}EGR@rq9Of9a@28RBJa7ZBBCGcqzb`1uF2UwzQX+_W2V0DjgOD7{QixQ)%r-5KA~%Rxa!JYLkIcvD`#gSGE=w4<@+? z;pRxDjD*A^us>GWO|wn@UZs(adg%NwdduASrq+af6F zg~&xqZWzbqI~_k@m9KL@qw*>t`}HqEnO_6y^lx-$a<gwuO*Voh{A_fjV z-rfSf7ke*WGvze<*(gEtLogw8tP7PF_L$g28CYJuEB$REXMaynuEG8%^;n4*1lsj0 zr-E;-cRYk7a;lUTS;MNM6j#lOftk}muqI2bay8_^}( z|F2ra3{*tkM=Os2ixN>=%j50mXMVWUW<8b@_BuX1gL&I@k)kT#E={)9t+xA~D1bK^ z2J5xlEr!~QCc>!5NUK*V45dW>vVsW#7cUeP^sp%wCjdf2F^x}2CLFfoG!6~|AZf|is2tST*`m^yUO7avVTE@bSdb^)7;VfyoaY*oJ)k;tKVcg3@_U} z4oNpves%08&LfBY<4OsKu$WiS#{i1-4W;p~?(Lz2{F}YbBP%E<2nrRc-Kla@Gqap} zfPUXDxp&a!Y`SIEdIqKX^YP?5A z=fP52*+O{&B1ek@=m1bV{=;DiDTe~)00AJEbg|Q)IWgZLLkm9fQe>)6>S&lyA)^~L z&Ilb-*z{^Ntt+O3azDd~pMih{AUG#454y#O@v*qLcvxRncLJNJ2)_3AsP^B*NI)N_ z-sqR@+<<{{=BA;jsQ(j3q=2X>1#LC~9|jN+7_ykE1lIUqqun_JyPGBFGkmiIx7zw3 z>Tz~3=PUWV1J9~X7}@CG&~Vng+>!-In+n_@f`w(yV#`L)bY^Ed^6iQ=G)Q6SMRzF` z!)nJ4BY<{4exqRqC`0o$btY_3H;ZYiw;E0u$K4{}mqdNGbYXqPDh%UHQ+`So1}lyQ%^Ye}s|3TPKn_-~2&7UzU%AFq#H$0(WQ<}D?`mjgL+F=<52hy*$bV^4( zjx?+;V-e@>rINqV+V-U<23GR?YSLx$vIF@%q_iB77E&lhNj?4qezAGGp03Ku%23{8 z+i!A{m#>6{)^_<@B!46YQd5taJ)q&#$QX~f`sh^C}TycnO9`^jE81AyN5x{?N zL6p;teHSAIwHO6h)zaQR%42tm3g9bbEb`u;Dcq{BUqc`OFm_g(4*+^Al-p{UQb2$Z zi(KTH0H@}Wk^9Rn6c753shE(Xpk>#RC)DGu<%Kw7n}aknL4p|Df}~mDFj*3T{4R44 z7S67&k0F4p?U|aw2V6o`ZS6Y^rm(OuL{NJbp}00JWJ#M$c>V2r!^o7_^ApPCj@S0t z*x=20*2Mj((=W+~CYgqOH;=@tRaqYzub4h5@xov{@PCC=iPG6a}H$m<{qu+rL1fdH!}bDAUl z8Oe+V_#jIqQw#+iy%*pV&3W+ApfG3|*S57Su}uTRxdO0vKOp5ME|wcz%;6;wDk|y~ zAckEImqhn(vox&A&zxyxI0HY8O+QY7osGQDZ5VZ3GHM)|4YhfQ?$75(-5CbhP1y7{KP5m2PfsnKw1@mfxPsfBN*o#I}t8k_jQb@IZHI z9zWWt|1TO@D2zC+t$KTgBrRrs@Pj1vBl!*aw(AE$Y*hylLmB|)zFB+~IvkCAN@R19LW&8%ytHrIsBRQG4R68N60Jvztz>t!XP9zBn2vCZOwn^Uz_?*ys9xQ|_ zrwbKlOar!`1iowlp`w_|g9?Zy@O9YnASUFoqp=bAXE;3)Fzm%fn}7a%t@>3BlE7O4 zcf(>-Y0Ufz4&mVpcV9;eySFm-4gveY@Y?@RVE0;RvfYs%P|0AVC^TR`KJ< zkAO2Q_chGa66$;z(Ts)@4&AR)D=w=o69QG+dr8&v^p~KT0gz_GS{x4fuJv)rD`lk8 zM^Q7%Z@#{|`rAf+4KLSU~2)Hvvdgr%jCz*%6I_5N&7{BMorBJ(-Sy#r$6~F@-rwCI;Ao@c3iWe`x7}R>Ba4LWRRbjPE% zUAe9l)3VW}P!VSF$$z59XGi-IFpQ?#N~)keA&7v0P-LWyF3lBq>kVgc01pF55UeWq zZMD4o{4P+Z`&}ML0aE^5ggpn>Nd(7PDekwQ?3pDJdtu`VYlj=z(Xh<6(ZU=|2(^PwUrE-xEZC)it5xcZtX&7?Q8k64idwBlxaw5m!h$J^Z{? z?R@9NYjWThrat|ZM0PLt!=DW_I=!L!QeOu;ZfPSI-E>zR8}*r=?aofN#gjojFjz@W z`CRY=f3A?A3pZ{}P#Z#%r1$|ULZFAi7K-M0!Y^&su=WSYnIZ+|5p*rWbcSymkx(Hz z0X zZu2RK>9qn-7ScJ#DfXDbr@hpssqtfKDCRJqq>N8QU{IX3pcA|PF1kiQh7_;wn$I9^ z&6ClaNScv__BCQK_FR^C?$}PAUOhRhMvRHfN3VX9m5Df$Wn4s8y~&~YiYC9}XoYIW zjSK0lj(rjrryCrsDKmNDb4C+%C0-Y`C0FQVwHo?h*qKS7e(cJ?P!?2L3TF>@q88cf ze!gxo7L(Jb*s0@udlmiWEk}Gr;alJFDMr%fBr5kPU!UrHR?pV?S6hS{uSRZKh^M}z zQW4)f3*UTJnDJpleff8JWwO?w_3J$?WTg_zx2L7a(y<;d@rP=`>zw$q+rW*)2~zZ% zOVsGSH1y>m@cv1}s|IHH-IYr{9Z2947>%G-ux^$Bo& zo6V1z$#~kAn^Wt!kvc>jk0-nuK4WRxWmCEMPAyMfk+W9))^sW-<>zgAro^JCSswJE zaxpZwPO$Y$-OWSa?zRtME1P8L0A-Jd&v%narN`9NN-Nv|@8LE;LAvj+&ydFx3Q6Tg z)s>VPOva)!Y?Fgr5>Am%fk}8h-8rR*}|g#&;rzY)JlQ?D5)eFd^|Sr zOL=#It_RTe5F_27$HK!)ePJzFF6%}a@Zl}#&57a3se%T*hs7ujV+)1IhZ|72BSg>o zi@c@qKAYL!coi0tg$vOC?UAyVKd;v9$m0Y71Nq^uFUw|}TxWPl715n{t!9{IlF*!< z9AyP`n~dgElqD}sC+Tj|b|aCI8A1{rufDf-G;t$Td*{j^!ZAvA%RtkTV+3pRF;YB+Q58p3g4}~AKU+0Kc6pzAw{ zCyUR}N7(HDBiT=rgA~l_k*8YeBtQq={`(8O3tg0yw5Km?jWF3PjyBbN*|PNTHHH}7IzsuXQKt3P_fF5yN$(A72rYcH zfdPlZd;k#+)wYD+b0=b8ha-dPqH&rZiUuIeMPC6bSyvVy^1W?_IJ3=1)n~TVPT@q; zbXL8r0VjIlCT8#k?&%5kevBL$iI4(bzrl{1_9vQaHWB5DmUY@)zkvXlrJMGv+ z6!v`ex8c@OS`5=*tkQ}NBXR9mYCvYYc5tj8T{{U=RmnH-HUW}N6A!yxZ{gl*r9~fD zJM3|qmDp?QO^bwTh=YZlmp!C@Sz83X+c8?}IDvuNT$*qgLoqjHXuQoi@j+mHL&~7= z*}#Fd>Wx{??PYKY|Gl_Xe2Q^M7R3k+{Rgg65R=c1_SrDK zk!yK8H@Ci)BjLS^$lvJpTi^EwEG_{OJfDKt=pjx4X|cp1`dU=P2-*fzjEu50H|DCB zI%;Y-w|94|8yjH&%&h{ghgNwDpw;~S{WXjM-v)|-hG3iXSM!KBVKJ|n+q6jgE1rH2 zA=S5~RrUDA<$mZG**}YLXZxKO5BvDiMUa;OGWrp>=V^EU0>Yq-XYW|-6K6MF%8CHK zcZS@>A6MF@0g%EH`E#(*$pqD)*$X;N281Bsvyp+s1W*cDKy*SVCM>LnsXic@f6fqv!me)M z(JbJ7p0RVIN+l{cSbo5HQfnLDR{AxS^F8a%jARvTrfZo$i>A4 zfM-%#S{p6qLAS@qfMkUzDBQISvT8Gq1+E6B4}W%JZ;-Vb7?*i-5+T9N6stE@qD%AB zyBLGCY{=PGIf(SjB-U>K)s|4sRO`JG?Z>a=sAN4RFYx5QD1Ga`5zmmxWRG3>ymbj>M{;(Gg@RfPo=O>OVPv51nW_IMdg1)tOK+uZ3kl3=@^I!LV z`Ch^@bDj+G^yV!xb_>67!6hIKrsS*L1x< z8kCh#u(*JT0|IGpZwEbuinArqMiUSgegYvE@eXcS4kTF)ym83icXe}fIr%LIG%l}t z#M2$Y)}WiIfWCvO&( z54@-WEnOC#9mY-77s^XNdgJYg1n`3>h>0*M zTRK332wYT)13+rNQ*XU6QhMt|$g8N{AXVCK?6D#=OmDGjFNxoO={!*Tknur=Tj3}9 zxN_$^Xr2O2J~?JNEl{EXo<53@Q?hO^jKJvSbcJCxC}bzU0;v#O0S9zC6=Q*sppWFd z@)Gn05W%RF)&_zC4&HI8cUr#x86cu70M>o? zFSaiyfu14MR&*|dK1QEH`!nX-rX&We`|DARGR)Wk9dYe4!pUN-!@G4err~8D7+^E% zaFqwTEia@<#5T_jYy`su(&ED0!m+Rulfyt(p7b6O3P)@_6$VRRR(7uwch0nry|Fk}Ti+-u^yzx0_N^jZ$M zOt}Hd!2XYP3byzLCNh=F125T;(@A%KEwiteRvWszvMAX+YzO+^c=EUA^|@(iXf-4W zLA>*8xQ({=qW<>G^|-YkG)LJEX4PTG5s|E>xwNBL+p)Wosy1e7M-9FZgazDs2+|?j z2qtE#J52t=`mQcdkq441QF2>SS;5MN6h{YYh|CDEv{+j}!gdPs(u#YbEBnPWLqRRz zVPt;{CjV0s+_dyfv&qKRFi-_(iVY}1o6pb8jX*)x4Laq!t>U4KJ6zn{K!&!ul6Aj2 z515MWZQeB8T|jTlG`TT=qCC&n$O+8()=V`Ggpz>)83>>HfPC=!=N(*j^iMmd!nznY z_l5YES9@y`Rb0RB{WUuV@^%bWks%2|0w3Cb-E3YV9K(QS-?whM0`)b<^~jn#lY zEJKT&*5HxA`}~5#ML{Dpd2UrsD&KXXIWzXk&j;4=IhN$|#95GzU|SQN$Ab0|i2tlK zKU{aO1}T0o{iU}~oqD`>?-JauUsb$b6KBA2enE$9sy%M{#xmrmzvrYqEKoQz=Q?nC zqeJ}39cg+L3DIAe+>icdPO&3L$LP;fP?O26Vedul8P&{i;+zt_ot+*^z!j)0`;-hV z76H2CRrYI*mZkoFq|1ZFQqO>}YrgcIxkJw4tAR*Xch@q&tyXbNb|^TW@fSM3*?v~O zC)`ryPi<{?dYw*yTa3MQcvyTXWrzsK(xdfH1fw;H>7%MVOgE~iI20n1YwO>`m?Ij2 zN+zo)ho%*(CYEV1@P`jvT4>CW!)SIB2J!c^!$VlDf-P;=r*_uKB%q}rZBKd>jv)Jk zsW(TwA}h9#43x`wjC82103kp)%&nqqXJy2Vd+iKU&ASdik5xBeEbSd2<*T7KNusV3 zi{wZ^Jg842+(RQVuny>1fb8KcFrQe*^_G)T1%H_M&JqKl;qY(PIEryC{^ zv`JN;-X7ZW#Wt^N*8P?*P{a+inF`XFE${I{d$hTq9m_#dbyCs3#K3I3DaBYp*Ry+i zngEcGgo3Vlw(#bbQNX$8ql9fZef&1%$^6!Doy*gRSEci!{N9f;J!PBA?kb93HT4^%LBvK%O$_Z1yfkY z+f_xU`kv2%+LuYl4A1PmJ>boxr5`$K1)Yn?8(zJJsmXTk%VdW3N3$qSEDHg;xi`5dph`#rv7eXPg3(Z$@q3J2Ll3<=*rjx z&VeVsHTVV!D(9eEJ&G1e^&T}Bx30xu9EnHekFwOJhu63S^KeiPEJP($i%GTB++0{$ zu^v`MY<$_zi@TDW*_kt)JY_U+?)^LXr5#`h5c~A44}lJ;R1H<=eE1t9f2@8#&khf> ziI$$Cryd$lQy~D{@2i)c%eZX+7lc!@k5QDZBbZ>{S&Y-OePr+IH|o**?Dt0G^1sn^ z(unNdxURae*LMb~EO*tNi9{djGm57x^s8)sv;D?(F^mejkjCMz*XMyMB6$Kk+zCkK@Nk8BUtv0>cu8Cws%6R&%4H1v)JTo>l z&SCY-ya&at_xJlHf%mUTPWvYFig0~1noAT9_TM71Yd>V?^D+G?+MO;SY7Z)Gk-qrL z(Fe7t=$SuS7>?8%SBvMLvJ@+NXM0&l8^6Th@^jnWUMhE|jSoB_NN{uJqk4*8pytn6 zf-82lj0owps`LyF()VMzz2ou)WR^aAW42;8)Y6DkPploJS*8yu;dpd!(C}e-1htwZ z|5F48x~(sP+E`4?=uC?2bwGB0^x95mRJ--=)n0f(pU%Xi)D&9%VvX*gN!10PBa~7Z zuYN{WECxdZdKplK)cK+ZtlHYeBzZ=!SQ{GEYT`L7^ZjwIo7{}XA%ipgvpDN z^VmyM`?E{Gd}$Sb(P|?P7Mj~O@$l< zrwf!wWb@TPPYP6GMN2ntR14o+kE1$fj)}7utO0f_IKLQA^{LUg zoL8Gee7Mfl>{!8AbXt_kp8fWk8$1;%3%u`}2gB8izSdGF&a}u@oH|-ltEis&YgT zgLr@hc|sG8;8jDuYUGG*(XaNUH8K1n7b2Hyq$)ML)7U3sIm${~qvu=#Dg^!;eM`$> zZ!~wA&@{vIS{r#k-WqC@pnYeE{KkN$S?8g0(2-*jU~Aat7e!8?P%f+4R(R{-v77Pp z_N;j|Jst7TAs5h(Sb=dr;&+Jv_^GT}m!h-m8d=n`8u&#E5|{IDnjr5P-Kp!g>hFRj z6?E#?^%JwF+UvfJ<_1_^d+l*Kd@}LvJM#rZ_q1ad;8x^Da zr;%!HdhL?>j*N^#Ur)mdjWvLx7wlP0%pD(xfo(L$zsaB?*g!YX{_lFzHB&ntXbI!} zIPp*^*JfmnIrqL>5BT%~FOE4&k3DFuEh1vSR98Era7|$2hB1LzV^bo#?25@)`xiYi zSbZnqsl=Aphs*UTD^lt8RYf$3;rco5Lc!lbrknW&{Og5F!gMSA5?SYGy5Vb3TFmtbO z4*#X&f%k=liwOJ;NW|S*wuG^&&qkOVlfUHZUEJKXA?#ubG^r>k9{j=q{aD2tC!QFC zj>^RKs0)uS;Wp9HsV@0*EFK_qw$YN}m$@*oY1EmBPpwX)u3ldx7ZSBBHc&nP!bfc< zRWke!SrNwWXR0y%=QY#Yk^6`qCjzySh5MlcN1ZEIKUH);Cr75fr0^XYr=(9WvR*T( zYB0$FJX|&uZE9wLz|3tfW~~Io$h4B(K_#@Rf&sz`n*(QGIx2rm2?daRysqh3JDN3i znXG8wNHkj)Fg`oBFX+*z)8?eD1&Io1WD()baG*`?$%$bS1a&`BZKdz9kb{rM9qR3U zpwr~;N3JkijS4gw@skfN>2x52Q}6u{EfXcI{1tVMEmp%W^7jiNT-9v@^vNX_pb~cm z{4CGM?Sm6AV4(+tm}c6q*?FAoV?x$`jEpyl2NE{7CGgG(>#jeiutF#kDyfO8tM+ar z=)ZKg(w2hjzQ^Ic?~~uZ*RQugA!0s6A_fLc+6b=7j#7w3UR9o=nLG(^TR0AUxhp^K zH>10D#qbF9E^r@&)A9z3nBY_=O6DJyCAglvsQ>o%R^V@=*jVBBflN=&CCH3^8mbto zw^9MdH&!O8%QwiX8YNAeM@w6OLSm5`!rBs3`Y+_*V}e1zK*5l{+kX4Zk)49cJ&L%R zkGrdGl~@I;P~f8) z|GugySIExBDjbxEoOQ;`Jas%9+_vz`gFZGVUoei59Q5&j%C{`&-K? z0A=vX#s;FexOjGM(e3p}M#-T#`2v1J5|$KTktYL(03q|Vc>pwVtG$oS@CXQi(t{Xc z3>lf533ixF-t9s*@@|p8K?ViuiQ@krG;NV!TU0`nI;Rv zY?$8COw8%0rFU=OQtua)e|s7dl1IpDR5f+L3(f9BaozYhaZi2B`FdzB0RHg*_n#&A z`X3}mmvp~Xs|6mNCy*rAdnX?UI25&a{;9{|3?di z;R>Q;RAWZ!D7o((3^%oplf@xHN<4ELu*W93FuqLZpkxg zr%sW8*W$>xl!9{;*N)G~&11m6j^Sb#ruoOB!fWJ~rvNvjfVZ<@ ze)^vd3Ldeq7^tu46HI|z61cwLrni?-(`i84zgQ-7b^Oziv?D&;s65T=^cZ3CI;dk7 zk=@HZBtAY*`G)<4dRCQ2%zokF%0Z|M;l^&r0eL+nICq*mF4gcIXJAE~*iw*O%Hx9m zJ^P#&X03m|Im2x*xa+)||F%;^*E)aAS03zjw+e<8)dOjhd0)F7to1Id|8Q1l4C~%u z->!DQtI;p{wx`K3C`g@rW2!umk&k2C}% zl;q^(KqXyX8zYsTVFveZdBfj_Y>^@Q+_6WR>m8JN;;o3Ve z(6h8eu9U|2TnIB>Vh|YmY;Bp~5`A1;+&T|Z#xNMHwxm(9;uy5iJO}d3ycC({gmhM~ z+d!$&Q2>k~t9riVm_}_MfNR8jpO7NYLOkSi0tTrAlNT->7wz+rQC%G!lrQhT9cj9^ zd>Y(Hj1Y1#g_~W0QYUw@`%X{veH`NAueEVkPH)3^b6;OQ?0l%*qjq<5dd!VGq>QFO zi@)b8mlq&;oBogG1Kp>j(*}lACWZuYuIGGpRTfzF={QpsY#CTze#`u~oc9b{^cQdm z(TaJ~x}%TD4!w~4AcY(U>_ZgPxYfT$m|rtqT?xjw&op~56Z1Q=xTEJ-{Wnj=|02Hv zDmXn*E;!jo;Q?>Qxti$Qlu}mafLnif}zx1Fl-v8@~0RWVZi4GH2o{PyOBVNKkeNCWDa3aYM(#T z!1c%Ld9cIG$%zd#IwA1a4GoQzXfm_t)uPbR(b>)~{;#%>Gx_=6{{9@}jzFODmO1@1 zR1LHXBBGAJf&L17!c(AWsxR z&i1*G`xeB>$qDYo2zCc11Afm_n{1k`FqOcjci2=6E}IgMEFWA^-GW+ZLFd0j(#GZm zxIj}Ur^@31X5f=K9Tq0!wv6h(G)x4H^h$25m}I6{08{xqpyDilCcpiAy1CvR_H^r4 zAr_Fsy8u#(c;62QWn~o<)C119#-6AbD5~mD)mW)0J;-`^?$7Zu;-T3uG-7L47gaxI`1(^-iL%d{vzP=7z}VH;PfJb?skn!8~~pUr+fj^4YvUs2i@^% zmFtB8*?mzx@QJ~_vSWoR6mVZ77_OeP?O$-a=gyf`MY)iQ%@LS7YnEPM-Yl;Um>d8@ z6bG0LAn+mYxIKxq^|7~Sfh&B0M*k56E;ASPyO=1l$y6tP7Ow+38MR*;w6_R-2Lb0j z>2%dOH1!w|4Zz&R?M-VWB_$;*EBm@`Z|iB8FIyb9PDPkvhn848{n+%0(RZwVd2BhY(0?R=ge9wU}mIUUAX|;W;v1(4Y%|HlYl1KE|3EC^hFY26Y17uu#Q~&;Vync z!lhRnone<^kurSw67CJvv-vw&syzmxX_CDUINfh94+ntj+v7_dY~Jd0{6Dk+vTj;o zh6F+(M$C-y>uvjECDXY9hDQ;x+`e^R*Gau;eL-I*EZ9lyV z`d%JH197)Oi>H!9+W&0Db^Q7M8Mgm1BRI7*Ywa-hnDk zL#nq#vlM>v!R^T)yZ7aySE>K<_XGy`J!{V6B>!V4!2}-vx(!TBOj#9`X`TC>VM8FF zgg18W=j$=x!qMOp{8o_SbHTv@CHuezTkW~8CrgV1q>T90)zu)N%1es$o84akGfS?O zrT5pDe&fK^d<51T++|ksW_x=(aTp|QB@-YK6=DZJI(vC(&ljwTg8u>)UXiOf_;f~Q z=2w=M1toFM(|n(M0NQ^Kzre90>&tAa04hAs~Q?Af7QeS**zhb1q#rtMuVv;Eic{K z47zUB@L0+)GD>jhEf`J=2U&-Og=NPBV5(E%OF9hDG&M0XsoR|f$4G#IE)Hz^FA`bJ z<+ZJ?E!*V>k^gXLeKP(ACaA)-1xRM=x;gpz8-@pHsmGJl8@R$^Oh(xXf3Iy+sz4yk zjlBK+F71H63YE;Zm{!C=bi;kImV}AFH^VzOywEB=udAmw_2NT)i!l=(8n7N{{mT2(AU?84;AoCf>Sse=K>*}Gc$zKmBt@ROPT+({lTg@cLHoh=EGkEVNp>~ z3k%wX#YMYC;R?1zc7S?;!!Q^=O1}z}Z0Ci9gw}vq+jbD{lLydv(#OT!z3im*k@o># ze}8`>+S#>tvoy%Uwu_Q>rNdH&Qrf-Oa8I4JwRPKNZe)8OaQJ{>9ssIl7jPnk?FT-L zf3*{NTotLQ9enIgQ#PHT#4f9jd`K1Hoj*T|R0Efy;@(EgvFO68qjm#U4m6cAUKT3e z7z@q}04Ty`YcyM)m8;Iw))uX)_2e{k?jUfs&Q2TP>YkaIMzzl!Xe#_TAR@sj3R(`c zA&5^k3{?#c4dJf`0Sit@F#r86zGNRX`ghNDG&Dh01n{;GfUc@HgZRL8sYU!65u%(a zX1HAkJ~40nB&WR|jEtJvvuDrX#z6bouZYspJE2#X0EmF?Ro!ojorMLRD+L|&&r2NO z$6 z#%>rkB~Hg6Kf2uC`rzT=bpjPRI6Om5iCoOA7sbNLs%Ly0N59^_xc+7X_)Iy0CuwpQ zwC&|Pc&MpubwDo%K5~%Gq=fJpS1xQ&#)o|>_k>P@wr3BhUXQ;sWOf2mUz_iFH?X?6 zZ2WkBEADqmHZ^hH|LE2a)$iLUQA5TRs0N-3RYb0ujDy3XUb#D?q3y2y^K$%he24T2 z%+hFAtx1y`luul`xw=}n5KOkOT z{_P2TfAOC_y#rf=j=ugY6%{OEV&b8Uz?8VSV6Yl2EG=`&$`plu`~l8F4-XHZrZt@? zQUy!)8C*94gsF`!Ej^(11$sp9b8~5cyA&G;R)JYms4&{r)>gh$da9_n{(f!!{{B8$ z(2X8gG}+1O|i>#l;ys+;QM zwYq-e>njA8f`BCi*Y|=h|F}8t?p5%4bTDS^Bd(l9v6 z0>0|M2)b1P>>}cQ1R>#f>;-1re0633@uQqN?(o4?=`=c1RT#Da0rKTKIOk(rEEb?D zfLSJ(=6;ca+{49TjMxw!omk@U&q7dU{@^^)F&%d$atGPUv+<_Yai%Lq&Kz0NB%7?HpsT$nR;E0SB zaHPrrh;9H+m)BS^@L6<%fxKh;u07!9anaKBPf*?^CMLonBVPfO9=vmz4+Oebdo?2* zPD>)cfBy!jgOCDiXn6*`An=xp{13L?I;_fd{T7~t2uMjQAcCZ{N=is~h?I1Q2#A1$ zbjT#6krE`NyGsz11_2R}Mp~t$Q}Vmt^*iUg&h>p~|FhTHdoAaj@B2J=jC+i6yYFBl zb||3d1pOlkya|xkecwTs*v%O3Pjna&l~CWo3k$lADXjGZz;0btN0X1*Z6g z^}vGn>c@88aFzYu&`|tmwzi0=&z-gbdao@EC^0O3P!tgd1-BxEeR;0z`i8{KNK_4z zMgH-)(=|gkc!}QQ)#5&;QKl&68TFgH7nY86I0bE=AD{76eq#6jD6N-Qd@>x9P^9=7 z>hs@2KJXNQr{y@;?5{r}zczVTD)unhdlfukg0keJTHD*P!44^5;sGQ9Dl8m==oi@e zxS=TqD!5a|D$6L-zJo3OB`;3~j9Fs^KmXe6FG{Yfex%fN$o<%+bM+xj7S2{UC_Oi~i!dvyKy_}J}tysqA6z`b;(#k}rg zP-P;z{H*F~a^SSLH2Y&gEM-`6j8Q;?!nfi&lZKHun}~?Mh;RKkf})~77>Xb+ELfL`1_Vq*2mf9KHa9YKN*YB$qDlV}===2VOrxY#W|_*FEaXawE~eT@@Pfwwg` zqu?Ql+~en;Us?HTr^#oyCG8GAy`J^XZ~P@0oyO6ps`x!@7J`o(Tk`1u(O^6Qv504@BsM1YV#IR#K+i zxq^@XIyN@eSs7bub!Wa}s^o>mvM!Ya$8YOJR#MD4b3?U7)~ho+gblCXbzNdBBX3!H zuPn4{@}q8@0Zr0M53+PnIZ0_~kZ`Q?e>(o%9dnD%dWgvjYN49Q_32Mk$_bqQdYq+B zS*-^lg(h!<#(5;Z>KiOc&<6F>xjeRws#ZOh&)PoucCWPUCa1`Li-z;v9|1Cq{)HbV z(nsF9X69Z`2bM&2jkW7#h8-=quz;lc=zd87ho}B@36rG?hk1baxj_R};0F>JApa>}9k^ zc7Iq&Tp#4Q0B~g3C)#-d%M!;lz1K=r$b6=cZf*_h0_P z1=BR>1_?omRhz7>4`493uGt9QdYf%Y{xGN8=bxg|Ut9)gp65Q5%Y?h$=?Ew`f45>g zv`hz2F&cC>*q9hFBY}c`Z1q6zy-z_=Q5cw(%>gygBCB2?AQz5X@sSu#uzhxS6Frt4 zzf9Rdf~N%f;@L5CfqE+r{p3<4iPSF@<9ZC+FHNbbsWI{K9Xd|vYO>IYhfH6pNx#U7 z=_r`MJ-&CFm%!wd?#jijK@y!oPBJOnhb+a+F7)1eS6}@6=nvZK$`K|8yEMjEZ%((y z?a1S_ZePPIZs)2L%@`|!T5j6l-07&Y$6j%RY*Fjpe!N-Hmm%aAQzyzywPNSBBD`gL=_QS|Cw7&R^N5d;(# z-WK@8VmFX*_wcGS!&MY7qzj@x$3>yc+KiLJ9|}K(h%n{Zf4uW4&*Bh)m|6h2eN8oJGoM~6CflAsx*7nk() z%o2zXS0Jy>-LOp64bqTRky5Bqncd|<&HYLx@Zztb!X^md_FGf{B|>(+_Su>w;uKa@3Z?qELRd|1Y({A3P?*mX^4r0+EZ{D5;R4<6pk7 zP$&sQ<<1OutgXcw`K=Xef9~9dpEz=GX31@@#KXwsvbwrDnAyE2717#!v;;++pkVSH zHsVyBAO|{34xzpk4d#S78!7JKt0Yo!)2UsTmaD|cO@ceyICu#T?_Q}VdISIaYdCW$ zDJhWD+m$@w{R5gkFp{IbYy%o11~5khc)&1t=xI&hS#7%^(Fn%7icOKXFO`KN{7Hsf z!>4`TtdZa{$bhGi3^V}=@ey4Zl(7v!a$Eq*7g@86mp)2~$;qLJ7YVp6AQdrypxIra zp`mks{sf78AAbPy9|E%k$GoMAn3c4@sc+jp8g_J|CK4K`)fhrD+><00I!SQ_^OnGXS0Idv7G^op`dk_l$XB@s<1#n?P$K;R)LbKva)gj5Jjlv5r7R! zt^l~uGK^QzQVi8KH4pXm@u{e&;7dc>_Hoelca5!==fH5xM_=9W*Y%%sQ?g=+;a(h_ z>0BQJ=gT0MwGjG0gmWSUj8=AL==W^tHDsy0Rv|B&cy6Le+@p10H0x)?0ihGAx&Tad zaCSyFHF-Ck48!3B8J%B(4U(S1{ z`&IyEKZhN&ym(V+>w?oqB6!MjC1)Izwilrtt9WY5PjfF5@>2*scJ?FE?q@=i=#(E! z?LqlHGzF&?pv(s_YD`_K&5l+A-WuX#0q`>P=5rvR1)g=huoX~p5pNs-P!O{|zy>X# z$@{j!0kDyI1+{>Hz)%-J?|je4d66m`njrr-ZxpMhn0G9`oMvmXxO$y9m=2FoIi9!8 z8wN|_T4#-3&~Z4KBw6W`Na3cJCkz87UNNGTs-&be@adI3Lg)kpxxnQVvZx*aDS#jc zGDru_oos#y2D!7jg@qZ|)u9|*Tmm)NiuZp)5z-3X7i#O*SF*lj{wq)v#R_*p2?1cG z98B(5)YHP@c(wNRsSwSwTNkvam^*Le8+Ldc#SdY;5oR8LwZcG2u-@*%hK_bM)o6BC z`D=$qBh7VmP$MOHSFBW;5lxcQKA9{cYfhazsxS?u*qXrVLq-68ets-9 z9OU?X9(&I?4L_2AV7mCQ5%DnsyPWoF>mS$cVn>H-43$UE*`}UNp9I^_f1g@041U;q z#?vYFNVVC8T88MED&2h5Z}I60H$5w;1JES(F~~XDSLW8%(n1_J0i3-P1xAvK(8j3R zNHfNm0!#p$!zU$ZZVnD*{gJBjauT2+!f7h5qRY?-0eB{fCsT<2)FW(-Bss7wJ>S{H z<$55}rofA^5=d=`;=rpv`tuX(uh0dGSt~vf4o_1G&oKY{a$$&XaQ4CAM?*_XYf~5j zz7-WEWo0iJOk<(|o@XF^W1|{;@9tdys-DJ9!ps#vl2-UNcu*mVXkFkv5M}iBmC4(Ek*Y6!L~C1CV^xowVxp${O_AEv zFnQBwqA6o3Eq}2D9d5Blt(D_4pta%H-4T|4WJNg|T$9bs%S!^?#z*fH*QTYPpS@|| zZxF-L@l~D9-b;E+q>8a&m2Pfs4>&1rK?!|40%$U7#C99n3&)cKJ80N1Z#M3#HLVxx zRbYa{=};L|KncFm*|JbbJJ3nRZVTmMq4rJ~{Xn4OzD zVd9V*ygtD?i1*H&*HECrV4ctDkILTWEd9pD#(0$#F&vX}x9x?ehq9AF+N>MqyTc7* z;yZzrzZ7?0-@-s$UTQEyXR&t;l1NQ{O1@nxC$iejQ_|eyC^k1UK`qvI|AB1IKhJqm zsgOzwu7awH3P}h-Sxa!{z??O6VjX%~b5H{eoj_}e@`D!P7T6K|$W!lvo)oc_g?}1> zWS~1Pud1?jHIYfs>Zu0hJt-L(AI!j>)=79B zIe;uh-=w9bWymRk^YLq_$Z-Ru!0e&r$B!!JS$y}en{`9Hho;!2VqUMgtQMl9jeG+i zeV#u_GwiveDUZw0GxxKJGkn(Zn(wq)@Yzl*u8<4yCChk{u$4qEhHN`{4kvp*)HCw( zf^(D;5rQ%NIs^&u@)AYZArN&CKUM^7&rA2|(W#Tc=tZckq!MQ6O z1gCP5vz_k}7wzB>h4e@Z(2l(o=8jP?H8+2aw8}FxX(cb*!MF<-3RaRgGLZ3Y93R)n z{~@hXHZ9EiDtYgl;LaNFjM_D=(U=CmM~7D(R>kehILv0}`a7v7Yi`XP{6+uGe5to= zo1w%c7q9m^g^}TTc=gqNHsVLFCW|6kQa1k%&2Du1kVOUyGaq$-qM4zah+m6_`N5K@oA9yT=3cn-Ff?LZSA0U+>pdSwq<24x8)i@cb8cvtI!a@a^6f)j z!D#j_hpaj01s9GzVP#<8XG)w)DfWu*(A^^+)a2Y=$>_Q{^UsTrODWvHRrb?wKRdG9 zrdN>;MQd`0+S~4TY<^YKjmRjx?$`8;4jaY-V`kOk8-gb-c~-ku=&x?v+h1B$Hlb?d z&)*Ns6-Wv1m{C?FOsm?B_{>(4-x|4#r{G!J^@Np-4!5X%=!EBG&E0mvvP1ux41tYY z3e(p9-jc}JYW2e})L~ejPf(1W_m$; z8TIbxcl?<2sLuYe6Q!uKeZ5R8wDSUltVV;6I=tX*ZYt)7Kf(Vlou5~44)G!`4CIIfp z4AS0l3AAS&Q4;4N(5+I|wY*w4%P!4I!(kNP)pYy9)sbiY&VKzJ!9j(7 zYYw;!c7Fdon*GuV*3z112YEZa?4+5ROghOAS>MQD2AO>%!a_MnRIP_=c|QN_m+j}+ zSYMm%j%l(s%|a%ED!(((+Mviibb>`2&g*cC!hs=T%6U~Bl0UI3KgGuhnhYm-qZMc9 zJ?3L|&MtlN`gaGA*RjH-*xGq(#Y-yp*}5n%!#QxftIw)oZGcCTUdm;i_Vui|o=DQH zPvjZnMsJ1C^?%gwr8efTm{2{xPZc%XI4S!W7sGEyiH}>XyCdgvJ#vQgZ#<=5eBSS( zhbCbhSy)NDefw{C4==$FmV=j`6JaOAFy5_OSxMw?mAHXnU~!N;`_=ZCxjB8|Mq906 za~5k3JjlW{o#Uf5F=8l>_Vd@4LP@u6u6}iYcVM(H?)jeOusvH`M}db;dMUEOfmkRi z98>?k(i6g0e?xRn^vyKsIZCCWXMU5sk_f%vVwboJK>j5gjh$efqGuasKiQVtaGgHN z5j`8ijlWr!bF?MrYSAtB7tgobh5BWMLq3)`&F1jY8<`B_^Lmk;gPR0@pY%Pv*K>>E z6Rxp8Qrx<&c3NfKG^Jj)E_^rwjb4CTU2Z8Ct9iC%ZOR)9{({&#D7UDG0;eLZBHTYR zh!`9gD`jS@;b};X-7`|zk8ZRU1rX*%u4qTx^w>wDH(T9)gx|-W&FBf^&!+hL3F3^m zb||H{+5#4&I zM$pzg(vSP~edjHJUzje1w@p~4QLjJgba{qm#d$6om0p&IM34}VIH<6v<)Ho;GrKA^ zDWtTDTO=xAGADw5`q*WGdyJvl`UOq@JbP2pe0=ilnj#jVuYWJg>j#-p176iO^Z2Y{ zUOTZf{lR2B`=_#byJ9?I9bv$bDy>J#0R_ zYgFMwx^63%=6PC8AT4kf5dDsTJYIL9%a?vo%SB3|=%J?kFDX6dKk%b7*kA7~9sRS; zQ978qZD#56vP6#J_*eggCOsqszTW8@iWrN$11%wtmejLB&9-z&rX&?XMev}^+eLX4gw}Y|Mb$Yr_gk{aVak@i&I8u`$ z;A)0gow2cn#2>H~#F7DR6!=6yOMShjAw)(R+v0-zZD_MsBM!HSd@}FX1U_pNH;cmf zT)>oVBgLcyRfCUf=o-mnN$Bkg=PFNWJEhf+&rO=OF-4zZG-THc8Vip^P?tD5g zsl)fQekvn9HKW>tivisj9#j6Y+Y+&b1*;$><+a%&6~-9IG9faj$@FFg#~ENZ#fx*5iHEqz&|-lziXAT%xKZzcAXxsw4DpCR&rf}J`4G5#pp@mv@w{2TtHT^mON$yiEkfEuQuv%|U(c+99h2F0Co$Rx z4SC)19wUXeIiBdQeH`r*%SvlX=`UEFb8(79g9 zA|4|y{9Raz`tm%H4Uf`s~pNEdRJks+`QPKX#oztE#7U zzt;(0S*ACQD`-rM>fVZ%5urA=$_CyWnIV?9A|D#uLMxfiz4nf**||G^!{k7qbj$&x*xThQI>;q-{SWPDw$;H4*W!f5dk_wLsAhG8#}us7*g`R+Asudbk68Dpbe%g zLpkF$wp2j`*Ipx}A>fXLL_`Ea*M>rL@<1O2{45Y0sZn!4s6ci^fYe%dtr4&S!}^z( zKvc`oJDa-TVqEZ1aH!`fSB&@Gjq|KeUz^gC1Gke4Rh3t5cnPowwJCC@L^8#jM$=kS zYb-tzNf-R0ymB=rE|})4`^VFpRK&)&17^OdP?hb~B3ZedZ|D!3Qftup!HD9_M%bHi zuVZm&oNwrR{7Tq!_3*i7{O=3Cp_1&3~?rZ*98U&DSQ&6mC5&4_#n?=;Ge&9RY{muS@ z>G!xmYVRpJL8@id{}CR3h`Z_V-# ziMLycU1+fKE&W?(?U4FKsf&R9ULv*k`}Ws-F92vSPISU1BqV(HtlH}zvF&DxvG17+ z!ovfkB`_nyyr}ShK}6tMo#_4(EU$nIWT#036};1*z7}L21^+GbUD#ufZN}$h9cKy; z7Z+h^B~uD@$vtn%FIV6GgCoy2%^C#1W4?)tc1$<&?UdF?a<-asiTf=V)CZ`ebCXf$ zGm*=-wjuQ`Jzu;#i?IX;#zs+Hi3HH~^vCIjLXR7MF?59_R>$vMwbajEwz$$SUNKoo zH-6F*@a4zy1-Y)^dQawl_+~+k^XE8uNN@?MNksTBCN4jmpp}&ZfRh4K_sI>x|DdWLN-`#J&JkKznQ@cDLOUL+87bqzwHFfw zt7se+I|&hIU&7id^A7x@lN04lDoV=HdVwgOQkGxl4pd~NZF40*%^5x)-KT^om!N#Y zOfhmoY|ZbeYUB-vs$<&4B0Fq3exfAK>(rZ-&RDGP!^G<+x{q;-WZd38dVN%!X=T#k z7OjnzchAW$VyQ^Wy=}<3KiDfrkM%cVV75Qxtq@F&EG+!6oWS=%n~_h6Lv}zzy9NHd z#?MP8ky*FA?symoq2{(Cvxu}6rZ}my$AM#~jpZVz-UK}%ddwV~z zwB(;uvkg|GShraq3uJcb(ZeG{y)I+vqXNyCAcXrcJeWk%_v9f7cp@$iS0pl+Z%^TGtmyXt4MZ8Y* z=M`jb!>x^|KE1;&&5D0uZu#?*^`&>^yLYf}6Oan(=$baAKMqL>_#0O^aE+lS8@L9i zKZoZ2!@U_}aDj!Tpi=C)`=r)a@*V7GxJfd6J-)ZUzm(rY{)snC_{)gP{c9K~H0PwA znz?9Njrym$5CwdCH#Zp?<3M~A9Dnf9S)vLT1`Ui0cX@Q)8oRSYMqA9wfnn(130?LZ zV(hXnU*Kt`CkT98(z~px4fV0K?p-mVQPS0m9KF1-++I$*xLCq@dFpjzk8>5RuZo3+hD4!*<+c-<6i&9 zxh#wOkQ4Am80Oa|+X%p5_hUl?DSS`jG{c&he|oE>f6-BpW1m^HE&+>-|>ul<;x!i z*pncds4H{Cq+N)bA;q&b&rhD)Wj5u6kPODJ*|yE-T_$1?DHj~{Z>k^?aT)e6NDCS| ztDnCACTf%Aqzue3uFi@t1g{KF1NY4<)m77@qNKg83 zLOFbDpmSz#wr`<2AWncT^z;H7-{PlyN{mp7p?u!yj9OBY{Bn#1wu<5xh^;6Xo#*c#0jJ?AEiJ(ZkKJuJ z0r)VEM+n}vc2jdJU)PgUAjvPUtz~`q;5Xu4#Wgt4t=gx*=|LsmYtf#^Zo76QG~~Qk z^^kYO!b)p>Z<>Jfe1!!@pNzx4)Esu7IT=1tI|bO^xyWb#??b zrq&-W*||)<_9qbl{wz$30n%tW>s#$9Gx**)_V_HGEo#%ML8)%`-OMbGg;5`$pb+Mo zu_N-Ss3&VTL)uB}wNqKpwmUt9zupc*jKhN6R8l|{qYm;1ciA8!x=^4sl}}S_vMXzj zX*|StXVTp^IliYal@z5&*E|y!`^qP@wcu0IyUlq&ZL$=-kYb-NGYTy`vlhQ5gYRgX zp&m7@?rc$h?`ePkD!;z$(iLx2XeK|@FrlljGFD)>-o6^zQ?v!CzrF)<9cOz+QIy8P z^RR2JCZj?6(F%SLn;P$DUfHV|-rC)lSMb&k$}m#po%~9WT!@*EPmQZZjZ2L~&~_6V z1PG(f!$17++a72)Yh4tzD#UgrU%QDJzuKjpCT1dgiG-IxOIxeZzNlL~F?S&L&s!J_ zt#lx9}^Kt??GHmYQKpzyNSA1wQ@G`Jd%Bl1!SB5~PQB!^kI1>b|S9 zTQaMlLKJ%1@^6%IG{+k0MLHc878R(u)I7aajMF6ETszI;BE~85Avo}c%Kklu1O-!z zY(lGEqVj<;8F?eZeEes=EK-wK{PD5uT(qAR6)BC~Icde`@bX~e!~sCcES}nug7H_P zb|!RMFm2O%)1mO4rz;{`wB3qAGSDoaaYgxtgtw2_=ceeJPJhh}iJ($u6Jg>dNMrW> zPTFKuXQFm)^H#d$N|()xE5=?k%2B%M!B&dQSQr6IcuQ5;j{@CiX2Q0$B+mbSRN7xp zj2dCe<(Z)z7TpXy*M4^#CFa{0V{xZq)VuhPr-t>M-nT`9HlJ--Sr}RcJhe;n&zC-1_2NYT54Emks7RyYAe1x&z0@YkzqKJU4-w9h0A zjAbg>qDiF4l~1K!>&E_lW1@5_V~*Eu-krvp@PM;mO;k~ANpjM4M0x2AGpW{_v^v%V z)PmJgDD%ko*kQ-wV@HK466LMG!Y*{4=VA(JsRpxrNj_;E+%ck2>N}jd$x9=lCxPQ@ z9+8c=eYVWrGtH=fA;81)hsGXO>8y!F6%`bi0n-%m5(ehSrfcjld+fVv%)rCP#_WZ4 zGEE7|eq*+@(C@+fD|B+M;&x1ub=%xhg<~IJR!Bx6%j*1KUn}s$Bs{QODST$_V?pGK zX=XsG{a#?K?BzlNMVM@kLHnQY=a2bn*!pl)<+h31laBACeTlInR$Vz=?cd21vDRx( z=6P)uji7l2^~cbhFhSb~U@RPg(e(IgLiykRMX$X|0S!IhY2DP)SJi6T&8T>n8w-Sq z{8p%8iTHc`W&g2pbb22B^f?u^Ch{r~G+yVpsBzvO)FONENY(F`>SE5wAD>T2K|JS? zcCH4IPd&D1CN5=pz8j2_2Zjo|T7Tc;z6QncQ(!Qy4P;=!?2|@}ho3)w*E%HIr_9S! zcK(t|!iDSQ_qoF}b!x>jyW{UgQXQ*fubs*{OVZPHF!x6QfeUAH6$!onZV>%Ptb#Y2 z{HCVT9wv$(VRsCe`)O|?_Wj6U8He~rA56H2$eUc|%dQsWlYiZiWTI5o&}6v3|FZTI z9Z=mCN+fGT38E;<4r*HG0|Uxm>G&FhO(e`_8D#!d=&=0;4b|4(9vVodh>Gpn-KWiP z)gk=CWD^MBcZul531Iu<)|LY}ScgQsa92;l&uLulSV4#0*4r@+ARbPOPvoK0QOpw< zb#uh7Xw*bI-she-Q+p$2Zd-6D@6vIntW?S9Wg_y4=<yHjAp^nhI{*1l)due)VYmejfcCD2ad3-N-?n(Ej z_kG@~{21r|9E47zWEO!z6-rQL3?=jSmsdZnvuu!$A{n|lv++oG5yUYFEr#3VbNJq# zGs+KId?W{gAPoSGpl=&)>W}4D{g$#^4DGq1%UkkV2s3+c%PdzMS4){sY|EL1Z(2)U zc?HZSh)Y%5KG~%~AglnN!!Fk8pu8|CpqaVWTU`n~i1eATwv%g~_zo)F1-25<|X z9r)9v>^D7evoa1R|DS)m)rw1P6+FMNgUk@6laP?m2asy0`f#`LDyXPDw;szTyqeE@ zWPSdCz?t_oe#xU-|Gnhw3H_8|W>!`#)NKw9%MCJ2t+IzFZsD-*@EPyB|M^6Bo9+8A zDvo}C%k0=sQJf3~b%2@v#esHH-2eRlpR>%!h36N=UFhyflnG`&+e^OnKY!un@$D-|LeMLhgaA0jxY*S#cN1T~e*KXs!`Le_;`@=;G+S+L z@a9;=_w8+A0rACMm#pzg7IBmNp%KHf8H%YOUj-4*V1k_??cvq*D*XI}H z22*W^Yn@9+N3=BQ+y5FKKDQ%FFQe;_TOBHtVh2zuuHF~mS^cOHAhAoqvMJClAb`TC zbCH%!Zj!jq>AT(end=b#-A<4A#>|G_lvPkrP+*{7E0KntUbo}Dn(h4t3~~eIfwdBs zBU*YBi>xuj-iOb>bsdh;G|$>z)_BgRQR2YR3` zDW@(K0xJU8-9Q26T32Hi^FAgAecTbiV{Ugf1!0sA1$4|B?`r$lIKndnQ2{I-TV7dl zq*LSaYI=d{7$x2Fu%#34>KYqg<{x`WZm_$3wvV%QIEnnGtrdP<&`Co}^6U5SmVtrj z8dn4Uv!VWeH4o2k$^5{CiR!b!9?Il}9XpMRtHUEBW_EVpT&P_ZY@hQ>|JKpbY5eEw zb=9Pd=0QabcGHZ0FuXs00grDrv>l^fUcOBjr%kTNcYyal(%$MiuP`b=Z&LM?&_MO7 zFn9<`yU#m4_v&0)ldGr^^ZN3_D>CYP#rC!IGMbK2f$e{j51(gq7q35JCC3M9=Ot<5=an;~*3X`q!bAG+mXHq-ZLROKfG6Z{6Pkw1Gj5j%d{jFv)ap zB4*jIXw70}KH^&Cle?dkl~?n*T7jyKm+Opj3M$S&3R7~(rSkIn2J7=AZ;~{B{~i^8 zRSj@)93t8fR`s--3=A19yRhwn0A$yID8>KxbkYeREIN^2DVnSNqY{?pX;mU9@=U;x zdM#@Co);{bteT{o{ej79amPk%oDsi@tDkD2AvZM~lrRUOnbGuXirXGv{s z3h!l=5JX%u^66>h;Vl^AkhLUy|Ni3f{@QaFWyo1Xt|lt&e|{VqoSqunemDQ| zE6vT@&#uIRxH6R2!@w;`9WU}QvFFCCEN|AXmc*DrVmaa20>&*KPg8_RgVwG3_NWRsMWDYW;NiNxBNXaKIsOu`%`Z z^`+og<#LiSUIx$r1UpDvXmDNc@rds|E*Chf1hqUY?ttA&k^xID>ys3K$q>`mo)ZS# z0p2y5#L^tNgNBo55WjO9^eyH(cVAk6ssHTRO972wJy8HjAUh9_JU9UZ<@Q5K$u}1v zbhS08nHAL3kk!rr`&veR;0A55&fQ$z71G|3q44Z~ko31}h=Re%)` z$~`c>5TQA;TOf2e{gcu;|kLFO8;g0BD}3Vy*OsNI42 z(!y%-sn;b8N9v=-T}|DwZVU#r5#d=Qq~Cs!8T+39V-1gpKo~gYU=xdI41jRR3w!cb zD&TXgVbw1Xa{Xl(tq&2(@d+<+OjH_z7tH_lO+vx={p!n5G_AZGu65+xoGCRmwF4av z1AfOUbt5qH!0n*I`UeZL;S#pp!J_T0ot;*g{9mP_3I_IV)daIWT+|jI;ex!uFc>mB zp+~(96UNLrAO5uX{lJYPwKfoSWdC_s^FS)D1EyhD>FIfzz5osjf1Nk7?gR1%gryl2 zgafh&#IF-S$P9Q(25aLWxyrsJSz229(YatnHXp<}ExalLCLqjuvOWn0ut9`yBY1&# zyQVq`;y&aTgKD!GLO8^1aX8ga`r+2Jz~KHvPR=FRDu--D5ttfjqVBJO4hLLN1zR6- zN=oy+T5RJfd6pD$J6)q30m|K-HX}JTy*~UL_{whaw0w) z(7{82IQ(k~q?pKpouGmOcCfwh1EYt9gLRSon#%vp1(=EuS7#!f2g`|en0BoGtBRXn=HI*6WcHgU2L7$22cq)uMXn@QCbpw5@3QC43i(_sB{V68{Q`e9rV7ZEl=x;-Ql<) zl3e|$uJ-o1L=zuLEiH1G%2$8}{@2oy6A1%!Dy+Zpn3=!DYae-ePY;xFH-qBD&Bq0! zMfYtq@KMd4pzlRN+On3VU^V&XZt(?%A|MUB2I?Cr_ll;NZ~E&_L)@b8sDq!8ekUl5p|xkZ%QfFBo|F z$jG^6sT6KAD3jV@eW5K~QGWgd_y<7kX?f%D;Gh%O!v++)VXL29uTXL}!~Fq{0fU$z z6BBkvM+dS1H9P7I3_y_SHrz@O4-g^JeS{T$!vuCmW{pWOGv|EWHvZ&F$j!|S>!{+y z1)la%{||Xn@%uH{rF-w*y(j&O>gw_@Usmp=B$lnix+jur*WUE>^ssbgJu6oI5)RP^ znW~V!LGfFJV~WP}P4udfLJ%MJ_od4WKW;D)H4eiN*>6&Lb8 zzK6{3F3E#D@bC7|m;S)LK*u#|7XJ@zKk)HoLf{NyC*b^5KVw9zTE;U9m58?~&Q`2- zJuqn6uKNJIScKoa1xMc;gxe^@N4%}AP5MtGP({r_Wbaa&0dWz8)o@{3e;T^l_rR&h zC|2>I??fz9U`bDRe}4kYRY=1fU`4X^<>HJO6tS+U-#sgC3icmKF_Dfa zz4+GG7Y%P&|8(Ez6YSP$gMEv}XNG$4t7YAcWp)QhH0jCvWsSJ`V zxd@xBMi8;q<$FU;afV5HOW9~hXs8s>Iv@{Q%B6$nN%XsSA#ri!NnNn*J|r`fv2lOY z0BO8I$94Vr#qXv8SkB&hAa77^iUAu*aZ&K3J7Ln!2a??+Cs=yQL>Bew(|vGnN5v>$ zBkB&jz2l-n0sGT}(#?zCYno#&p8vLUQ`!WJBZgs3n%TeyNrdAcurx6_36q`biS@*| zxDQ~t@b3Pr7pZs_k0`_8N=dO58zmn@&>{38MH(1{8w`yb8pOGvLr*?qgz8SbAUmS= zcP?Ouz^FqfB%=_rn=bL)@$0rubd(Hts)w;dj3jcm$$k&NitV>GuOOqNOQr09UDiLA zQ4ipOhE3uWj$!HR=?x2C>4Uh3gM)J?%Mn^BXv}56;e|ylh3y9s3Jx8ztQP|7|4VeY zjo|&-3u5DPuYWJWX@w9(B>^CKNxfury%Koia%)=mYPPPRpdUdh;5$)Biw5oF(3<&+ z7sg92SOd$#z_a8P5O|@HHhQ9>`}6GHfTA4nLqioxq~>q_pvll+ixnE>>;pxNxZ{*VBwWG9N~NoyO$pog z?J{4ho^jZG9{z~$8dTj}&iu;(lC4}pX36(1y;TOs6NF;|!b=`+-!anF)m4|zhjE8{ zy}&qOxOt z4ydodha_jI*sz`yx^4|!-NZBtpkJLy!1CQLuufwBaR4>K;1^%t{DK00;k3@ilv|K} zyNma2xkr7Hxi~pNLEI$w{gdY*Hx$(4tCY>Vm$Lq&5~O^)lm#3oWLGpSA^@4+!%ZIw z3=9k;D|2`QU%&BJ;?ApzR|b276-y%*C+G%aguW! zI3nS}zYZ6;4YuApfG`>{*MV#bS<2%Lyni%yv_SE_zJm^dO!Y_|>%yP!UE z1k)@8@CYWRPw0GkdgO=*Qw}$0?ayVsq1KT5bN+uaAC_P%H-z_jP;A{vzuw3uB&64{ zg!6t}pH~F(8f<1GgGLV~{+&=a=DZI+fhD{W67=960=vykn||=<7VBa7`ueV%!R~YY z3u}N>ChM99-170Xw*K5SSk5oXRN@Q@viXsleRU`eq3po{*K6|N2fGI#&<_4>x9o{y zKZ4wk=)$3_SVUxtcdgW_EFMD)gg-R<5H94E4<06WK?VcrWh6M{_UM_i`g1C7!)CB~U?9PDfMpqo zHIZ}>fj?YkfP@*UDE$AgRtB5XbhNZ!r|=rwivYL41z$g~CHeNMgo8dUokK*Avbst;_iN95qhnJsHNxGsKi>Vy>7fLftJV+blK z8||AmIs*g&;3S6xfCu~MuK*Q7P;h{dbC&Gjxy-IEqsYq{;)( z{O_6KsFR3E>;9D-R zWe^#EKt}@3Z33pyPnc5UbVbs&L7fFoFav-sg3hT?8_&oH@}ZCkuabgt)4KtT2QYV> zPx-=XK7?QXH{>r)4hR*ld}HC}Wz80k8vtBraAjzUe~Qs-*MnYV)q;8Y=g-cN&|(+~ zAoeYwX)CVd_`kX*&=+w$5fc?fnjOT$1GHQS2B5(78o+Br0s<~BD~+ZC>@Qo`7((YL z^bUFEp>ee+EaIh^rYi zs0ECo>gDJEb@fP*1+_tOtpQjhflmf_A;`XmEC^O#+T*VuN{us73i=-G0{2(fm&;Y& z*YlRJj4bZFzN*w^)O)q*VBnW8=Z`h)Q-XH@4qS3J0uQrV%ftRU2xv->mwsF1T{o4GVraI*|^-dHkGxL0e;0(ByUO{~C;NVr~pFxigZR7BX%UO)E--wJImUcPm@&MMe2`EG|##IS*N#=5EfdQy`-r zPq3m%F#S5RUjUPL=w%*1c+$fA@`pB<5!AqWYN@Rdv$wY9rE430mjD0*Ol8G7nVZ?% zzB6j}r`aqHdRK>z6wxRlH(7C8&Jc5z85ar;pQx6=kI$V?PPIy;l+pKs#Bp!RoG0%% z!J-$$91U#9D~4EY6{msJ0cKppLLwqc^au_QL$MjRMM8v648^C9NSzu%yP(q92t*qBTj^K5YZ91$=x5JzyiBwjTbkH?n^vq{m_=o6pSz)ZlA7}>N|As^A}imlD8ql z#pdPZMXUl*4-5?6k6Mv3UIwWx#K(crQJrU&8lxV!kHH`4#+cUG1;%L&A@wWltG{l$ zVaQ_t%3R>u!hai-kmUX29@m*-f@acKWA;};d%et@_-EdCtKu}bU+XsJ_+_$D$x1#b z&E(xkwEH3v-SJDj-?etzNBoB8N2e3785-#W@pJ=4JOTm&rYZPr#Hb3KECIs1J+ZmG z90KqIpEei6FJ@QeD2u6kx+*uGeRBnU;w2{os=&I&=h6QfY47KL`XTj4M(IqXW&aJJ zU*aDPxq+QS;jxIW$nNjyQL+&W2b>+ui`%-o@9^7gI(eV~I7txAf}!_`KJdSEPoeD&;W7h*}_-_MRK0TV;ZDigCRq~!%; z-{k*7F2Eu(XFFj2C-quXm#t$lF@wxLZ-P`QwS#b5?mJdK~%&* zUNnB%Bpna6Jh-E>`N7uW+s>?y;?8N=2eWd%!AqAvSYCyn za7hE?kzwT1YHDGzWKxq0HRT*{m&kCOyXt;Sw`3*w03B9;_{(dynw?eszi)i9YpaAR z2miTuMvYOJurtV5%Ch{*9NSSqeZbR(KTYwWGTlRco~W}7N|vXF9$VxlvMgr*&_2%r z(R|3Tf5EEmSl2o#IIR~6b4dm1VNH3hAb49x=L^y`4Uaf==H4{~xynnlR#n>Qtg@i< zYug0Vn_sLrj&q4c-hJba@>|uv+WQbRlS^`nbPw5S)S23R9y6&;_gda3mn%<7Z}7c# zDMrDY^odl+!nbMquq26TzqTH-qd$MKYC)bCtrqrHL>N4R0-$h&gf&hi%k}LJc;u@6d08`*R(!O2uKiD@T3ro?Hq z<0`+%bw9|lwI;QTlE*(1vO#tReyL}+J8%wu$Lowp zrK@wKl1RN1yhwbnIW;x=vd#8|4yP>K&DFq)ga+`k15{t3w!@qcFf$?$*gLOJYFEwz zJ_Ct=om&FT8vhqKB18*oDHyM(RzWiZGYM$}0~%1Le{^1Xt5U`ci5ey_(6GPt25bod z?V;!aRWl|CL6Uk{b_QR?+qkxA)xO7q1esAOSJTB#Dy7xd^`&F+3u~-3rLh#Q8OlO2 z6`Z61MP-@-CrnsY7Zep0HSAtfQ!_9$Wb^7D%xBdfsz!l9fh{GW)RJb_HNR0V3D^x zy`5EvcLxIX--ay`u|)Y+xS^a!CbT_8wiAeJi598FSusF}VEu)Gc;6x`1fjKPnRh^D z3kAD?>zG=OoNpkWaL|O=9~=R=gzR8L>?lykNq9zX{JA{$abyZ~)T3);_rTY`^B}Q(Redt+CJ#IT<1xE^LpbQ`=9| z7q_Mfh-=$!qMaFI@ajWUx;wJUSp3>BY|!TM#}_HkhAsZ4_5Z#U@O`P*@P@^O!T&V_ z75riYAE*DBA@V*N!9>BV8yVri>TSh!dcha8rN&K@xp&&l`H+R&0I`}uBdXa2b|Osn zjSp@8*SlcZ$q8txlTheYEStp%fz4&EE^~jwfK~HiW18)A8Ct zFXMdq4t78D5(A%spMJ(_nX(ehh9<_x6@C-!M`%=<7w44P&wfV66Np*^nk4XEn5+6O z9xJj069YH{vY_ZdzG|AdH-3f&E%W!Uz7Fnw!BN6y!m30ww2Fxf($@`rY{me0Z`DEf$vHdku9%;y%X*C$=( z8D?%gxk5u`R14BiXU4W0zz@6+WSLFmwDd} zV>AO11MH?|{%#}SKS1v)I_!aM^ZyTBZvj=++Vziai%>}^DWySa=~PNWloX`9TUtV; zTN(-JZlyy+q*GEr8l({fq~XqW&ilRJ{ofeljDd&Pd+im^Gw1x3v~@`9ywpkJ16cI} zCFEx?_qMkmLat^~*Q(hN(`rqz;(;n-zM(b-3$1<^6y`l|pGa#U?H$whj2nT@DV#L4oIBp975p4a{euDulZZ4xkMlNib;c zcaGJCpAHYJbUMTFz{;v`U~m~c8?U0HLoVlSgnR{l3dm3nT)cWxMN{+Rf2`6iVdxbV z`fW)~SOpByUz*X9a+gL;>Q_jQ*X#0B%y(#$*QfYgxpPw=4pEwc*P^>s>O^Xfqjf^& z?E9xAksEk;Vi@%#mihH|bC=drVpdj`9?}Nfzuy9&)13RdFh8ka6bF`(KHx3@#vpjmhrx`QefP3p`Dv7_Yl-NUi_Lg; zqlFh$E#~njZgf@w1JtUrYpB_YOtC8QyT0$}wV}AktkRMgDCJdDdf_97b6w#DjgcTT zTrG_7g!I(|C|D5?@DxTRQJ!92UVJWFEI(WHX-kUgGs$tm33cLZ4-}dD0hWMbi*aP^qe^N@N|&$rc$;S8hqTr}fG+Tv zXaPlr4VC)-{la|eVOe!`5=5)IwAAX%Nb&qRi)Zfcb}vIs?2B(oT$=|?>k;GFkBWOP zmgwDCBEI$A$S+QPGTirb?l0=~tveB~E6cG_U%vlDEsO3yn%Ux_p;8n%DHU!Dy<4P*mPQJcR#g#cXlOi9 zEvx{(6F5)NcD9Z5jt(8{3^B8rnKNEoEm)6W(BBID8#bpxpt|lgJ}}0hT=pfGcTyks z8p-!|f>)+)k7&^1KWM zF+u8u8@gDeg%RD*=cYDi40)x<>e3g~s@|8fB=1CQ`Ru(zoeG(#1@YzsdFgy$;-8$%;4C~tsAc?wD8k2qrDEmoqu_j4G_#` zcaIV{jjsbffrOnL9v(`wFunWmAsh^00CP&nx4;Yu|LOkr8P1f6U?@-Rhrdr`;`tOd z+3y?k)cUs~&KuzLLp*-bs>y0jcAmCG~NC+4dI}z7nAz zKXjXN3T#+?F<>!)`X~ej%ZBikk&*E=EKtbwFaIU5wXUhDsa*v?L6t>+JW}&nnROx= ztOGJ%c;k2Ud_=k2x`w8tC~UAxL#4kQf4O88@Q4I|*5FN9_0;YA{S)fMLqgVe>^!$n z+wjX#4p$Q@7Otaae|(*bdYN0JX&78zX{4zc9dLJM8spCOvRy3 zPZa3!8lSLodu95ndF=a>x&1DKQ3b)G_rs|>4#tEY?34kv!uovn^>d)c|zGARpC(-#m{x`qo89mS0e zuXk14Jt}+m(p5>N*_kBN)!SG2`BlDh3N&*`xhA!)y?QD(ZZW*+8xhUf=+DNn{qit~ zEomBrJBY%ku+sX+9^QGGxD<;^E$Fs{7CP-!=Y1i947L*zNKo%?3YF;gTLCilquTZk zIk^#8?xP>yR zp^@?N=rC=0k|IC|gGkit_J}(RkOblSXAu+J(m;L==i~-`fvN_~r4a&}0;4ufh3x-u z0lvY2P_-`G=1Zb7W4@J}#-I1o!e#CT-crO_am&=5U4ztfjXTT^!BF4(C=P4O)N=2? za&q74c$yTdhLmp2l5S2cI%mH)DTP_0$xlR6b@)<~BR)@I;o_zC8pKH4rqJXgH{cj( zQ6cu9NJJWFMZA3$r+=I0DB}TvU})1|ehkLZNbqerRA^F`-vOu48~e4hCsTU zip7J<0bB7l>rXTD8gfQN}yw1)G1oGzWLR&Bg zJVJ1UKtm--8f5}EH=qC^Y{}@55K9XS1DNIkkoyhhx(NkwjIX80G-opKcNfVqU!J=N zi!+VVt(m4L26(G^yYwJR=@tjrRU zF)zGi2&ZT6+^BZS-BCM@CO)|rJ8yfFDr;AdIlu6?*El}h(|~O)E^_JgBr>wukhNn; z&@XoJKFW?sK~j}Oh7FT^_^} zIcoH%c~ClOvn&w*h=u+ZbRGs~9sC|{%#oX5++q=4ZW{xxZOA15X)@pU4Sv8f5I#E) zv%6F(B`!@w54VbVg-6Lc-^%`Lr~N8%6L(lAm2jgvFv@$x1w(WH9*bx*Ed>iDE9*|{ zSH(t6(f5u5qB>7of@v_zG~LO0AAI-(YpVnnN8B)rb{zpZHu{@4ZxUc`40RtUp|602 zDm6IAf&0Q&NKwXVLZB^hfHoJ@Cgr|vvXXGYKX)q_=OZ<~^8B)I#6U&_PtLu+6lr`vM-I_kA2 zEFBC@?S`AQrdMn74wRrkJ~G(TJP`cd-~;G90#gAdjEwJr4+tgtb}O;&U4H)C7f1cx z2}Mfg(Cs7CHoy>}?$p=1J^G^>H`6Rfs`g}dnJ@Wsu154~UgjXN<oeMx_`UUcfq(4fWDGxu9N?!cEVG;%UyJv+vvAf)`|>I2{XmDLRNw6#k(EF%*-OLWa6)!T1Nu>t`{e< z)SJ30giwU&OxoYB{uI1(b`vKwH`V7Wq1x~)bYu41`%Hs3x?vE(nExrY;jPZp9`r@# z{u*M#p@XH$#N_0mkkAs9KTp64fHZO<930-l^dFHR@W(|(T?WUHPH|v{fmtWBRH3@H z_Ta2>`2A;`MrL92ltUNszVAli9^L#= zeg$A{{Q^F}p@D&iW@d~qS+f7ta~quYNnk#JLII2mxmJ+1N*T|l>;K^cWn1{Bkn)>q zmka{cs>509D)D!;E~cVx*FxI%n)jD7p}V(NZmRc3ciXf*qx;y&TJR+|z-D2pk@qe^ z&>Y-O#|dO*6wh;Wn-|11qtT%g{HeuFL_<+mPJyq8ZyNQ7wqJL~3F~~4O~#~GC@Chu zx5%JMjK-Id2?oiQAa$3Z&IwlLgM9_URW6~RghwpUO#4Y^D3EbKV)(eSnm?^=lP(?V zRru7vQ*f+%RazZQ1~mbSok)3>^hR=9X20~mP? zt0ifC>QXzyq-op2DohWz$C5~P_T5hL;;)sHxV|c55t~s;?T@Tu|338f^SI98rVkZ~ zk?mJ!K8a4+B@A}sWmVslXRXPe{1y|H%>k8j{QEE*O=+Lnts zyGVa&6_CyY(}yh)CaI1fqfls!r%%sG!>2mmDA4-5^q25`)MNadD1@3we(=3^Q6B`=8}ed*b2$&Cf8zK1ybTIFmU0VwVLK&CaDPYs;6=rzPi`3r$`AHv41!3F+ z_JaP4z5p_+hhs1Ok@V(27ODocu9W#it~LdkS~MVer&`8l}QW$ zD`Y76Z>jiWVnR$)v)(?N92?yI@4wWBtpf2t0J@>k44f2%6#>K+nZLl9!+|{n=3ItJ zUBy5j1FU-oCcH=s9~OQAL@GX~H3H!M#S?V{(I?94#?{L|e*9o;-H2!Fr$5s3@lG0z zN;;lW{gx&ATVbkNEy5=<+@!ulaSwh$PGcFJf}f4@baNd22fouCTetDMi%#**+9wB_ zRzE#X$>-FDmTo1#P060Z+BGlJzC@J01fD`~anX17X=D5nnfJ7J*(-v|Hga$Ih;X7wsi|+j^H8a>=!W zR+&?-?pvA1Rp*qQ1s|VR#R;Gi7A=BgO5)V<25>x|C+i7t`H@w#kZSK&lpV>d9SS6t zQ-muqGUk7sVrZ3i-KjarBH?e14eMJUk;nNQZnAC9b?5@IUQYnm@3L> zYmmM=s{y{|zmvFCwwZq>an_Rt?f;*XI24i$@)Ok7Ku$LeSwg0tz{iN%JdP7E-h)65 z+M?U&S2q7vrghFArjYwKvK&~D9O$?*Q;U*bVvswk`1o99EG&Or+AE&mFx7Omug7(*PBJRsQe#D5sklSsJ8{F!uqZ1~&@Nv7MB5`vY<3^OjdCFv3kt{~U zz9|aD8yDgKUVmX)*%#NDYeZ=b59Vkf8PY3YeBbypWB7xlAdqgR=QmPd7z$vDFuT)G`Z}s^8~+IKV4LER+OBIXBAHgZ)8gpVih4D zdAt-|=MEd-!q@@2p&6TUmAJl&q8s<%hd8RnvYQdtyWT}P(1CC|K%0Lme=L2NS1On&T)m2OehFqe4c_8b- zI*+74t#@zqcmk;jpolPyC4kAvU?yXJpJvP8`0gZ;X^l}qwbjK)uFA)2IYk;?(XNX( z*4lKPO;>QN|HONdRLtGH8e0ivPEPfKR(oURg6fvkLwiXqO5(T?I@@R6kvbO*WkszV z3Q_`zc3iyBPB9tjdPD|++VI_VH~xx8yAMQ)D)}5)FhoKR?^jR!DH!Jl`@~|Q(+g!bkp2@Jq_n11RZVEl3 zBcccmhz!pec4f&(CY{bI*1bW9Vo`q@m>A8Ue*(j81#RsxBqan5t+-#^R8Q|UgdkA? za~()PG!TP0QgRH?TO?S#j6ao=LkwYoYoljr83LnlkhWZbNEl$EwSnO~v>QlXWA#a; z6VIfk+#1R0ht2{*+^2%`H^-gr!@8JSh{klFLt#^`o?*uQ7b0|aX|cons%-Rb_ZaiViWNfF z&HXxvRrKXz+#N5e88@JLS4d*zv~6}IeuC5ihTZBAxQLGHqw*Fn-i(5s2_`I1e1O{2 zN7n&;Am1iwKROcemBzrqX$Pxq5F7?Nt&dUxAlTQ}7Z@6<5?t;jG4YKeUiBlHiL4DK zdHn<4rSr1}d;nzhvNDKr4cJ+;mu2^=86OXnDlyQu{F(#&v{TVn>n5sWAQL}YXa{QiQg^?cU`t{?L++V+2pn&i)`WL>g_@=W{Drs{ieQ{LuvG+*?vi; zc7(?ERmL5vrYt1^{rklh2lL&qTt(6LW;_}+(P^^I!n*Pq%~Sub#5KEGaoWi7PLDkIkwRdjqT(lK083FOXo1)z)gOytiOoe)r;i~ybJa$Qll~{;Xr>?|C_smJjsXG0$ z|B24$r+*q^*Vh()IjqsQ<-Zzk?aUXQ?%~J~0=B@Hg&mlN`=+I(VaGGPR5G=)`kBLY zt{Vq)GDAbd7lo>~_eIl=RTos>3!UR^-)PK=(q?~CCzwhRcIGOEt@KAWEw{DB7o36D z)^@mE5C2r2tM88q*N)NQkWoh`3g>h#q$P7m6&8`$><}sxN1H( zm-{b`F$}U%6gK&vWU%Jbsybjj9yFL7F8AkX^03M%%pTmU0t8DjoDK^Bh;6XDPJ;v+ z0Riiz#q@>-asYe(p>-9(a-rt>GB z@OMeIkj{Zb?v_dH2MwEcd(J#Wlr`D!1l|u+*Iy#9Cu@kwYLuSdJ6g#olySL(NtHqx z&=Of^ZVc;>o6U&dcu)<2%pP^~EjS@~L3as0A0A|1Rc0&^d`w%Qne>d7NL>9w%a^!a z5;u4)&J8#C8`L>becV6T`Wlf{!m$*FqGxDiv?2SQ`e#*#tyRP2#F%-9OYSGwDcD*^8J}`|QCpxCPEAciU)Kupg6VEd@nn1zzH-mfH}KUdx!N6(*3SA`S9Jw?{=a|qG>Z}jaNIrq z<~ELfpV$9wwYoJhQb}#c_Yf{j@O=x|<1pnZ(d#rw2Nu6SwEV}S!FVX$HWrvG%^)<` zhV0*2C>Fr#R5SDCT09k!5sC=Az)H+HOP1R7Ldbp8EVZGjWs)t#3ieRrVuxPR(HI!x zz39KcT~l^5|0r9!2k$P>0ftYN^7r2yl4>3DyR=_UoenK=V!+ui4%lB9`$w!F=&)|5 z{01gbTR&@kfF*&D)@z*BiLT$c0Rt=~1`;MyfMFx5>>$^m%gORxEh}CZPZKf%o!?6~ zO^K~&UX-Y+sNVPB_%zalOqT_fg<%q6cdSEMl~P;!x+4*M=Xa5|TK~b&ODEppwgDY& zj-qO&wte3Co;V1@K`aBJN!Bm8y-r<2?}&cLpT`LKwGq+^^()=f6~gaRtkfc8UVT$@ z%UabW)-O~So(sTxpdO0e5a0X6{*9Jb?$GA*-Gd*A(K|)tsI=lvNt|24Ki;o>?fi=I zG|qp;R38OHy0%CROd8(=_Tnjg{LF zVPpO35W&emz8MlM!0OW&o*r!sm+dW;`?_~Tny_dRp#C8L->@^Ru$oQ38WS5mNhY$#cT`S#lvJ5MTv2Lq?I=KvXjD zCI34Prrue;z={>R_*u$E>BW5srdhorZ`=8m#16zjygv%5vOw$sK1mA7b2>2NyJ8luV{)?lpo9gvg`Qw2J(HysC{Pgf zI#`DQqxc7QE}pUH3@TWjXwPk(#5nxf3&YI*s16nii7^70!L zfOhRbF442H>QS#9K2z#*6@su1;0l{Z2>|OCa!Wr^NJYnRR~_d#fM_rKh@U5`=r>qt zbiNg_rO52rfp_0~A5GCZ>eY4bb|vPZ@d_i)3&tVS5|OxL@;6Lein0tKBmU-$(W~_9 zN6dT9CR>7}W5vG*@^C`_`we%cUkBj^H1g?N@eVmp)(vpSzxPM}d)@!{1{gAZs#C6T zAcxR7#eqDr@L&?xdHcu%S^GUiQa2T(8PY;idBG+j)O6`^-yMxr*fm(cvEHCRo2zrj zHV5Zh;T7gDOAbc&nxG$pd7{_RG6(1N?wz^-ZnW_v6pA%#k)}Qmf2hIg%PU1Mr(z5Z z(&2Gmrmn;HG;1Luwi4fCb{;G*EnTCG2mrRHlm=gZHr#`&eJJp38Ux<3Z?be-8!`*Jiu@>y>J|c^g)g-VhlpuFB}wf)Jk5 zWR?kX8mcTe;0cb5jKB>L*acL-%kh(YVUJ<4h#Bs@4eboBs)~l{jsAT_=n*;{J-?uC z6n$8{`ryi@RJ$)V$A5STTV@GLV5J{OQ~d#~c=_STv@sW>fU}LTp0e=k$erS=> zRWqJq7;rlDZEbN_Sc;|E8S|AD;RzR0i3EafXiRjKy;$bAwS8?hyn{o2nx$&mFRhnt zYcv;f@0+`}w2+q8zUXXxDyH%twsg=1fcXn}yp3DQUHSJ@z{qa^G-AcY)|pLjVute> z!JD3{fR?I|1W48<6+I7m<$OPL0u0W>Af#Lz_>*fS@-eW|NR$*<_=Pe!q5v%p3p}*q zOC-BXSL(a-XYw9@^;INEHaaHYH=D@UDs!6-)&gX^apbl5DIfE$FUQNFI;Soa9QjMm zU8ETac;I34ixPkrg|nRTyC51EBE7y_#zFj-Lvh05CS3kTtG!cJ!F(oYXlBV-&&W(w z;MY6 zcnD~g6qOhlASDLThys-up~FdklAz{52KSTtjM@5B%iFEG2irrjT&MOALJ-{aW+IO@ z>DEjW+qe!)^MNlcptaS0$NMHs=;3ja>aq-(@jAi!7wilR-~3s73zURVKluZngjL(( zRcR>Lc-iqK6Wu{pppC}$JaEM7DX(ML{U0s>q+}=w6=+E|vbY=Bsmk!K<-lixGktH|yWF`xzgeMhL1qA7W2Z z;fWckC@WuqdKJX<96D7nZH5@c0AQtY=r}7=ih6}U6FnmUi%&DhjsHIcLn^831DrM> zl+oe<9@}tnexh`O0L^=HQ7=H83%Jhbi}P1MLF){hxE7Zg&w!=wc)7mXm&@4nPZCfN z8h`|pH=X?@Lvjt7wd+(0ioh9}1o18dg=OgCq7mZI0E82zJvj?vjlr}xV5NX0)&iTS z1uO@s##13U8eW(fgm2eSp_Ia;z|gQ&{v^y|{t!d)Idvon0OTJj{JRE+=JmUiY|6O5 z`=#WwhBedNEB*KpAM6&R;wV%hSgZ_;Nq`@Y4zh5N1hzx0d>Qx-ASvSD*@oz2LGZo< z4VxY`X|r~G2%-awbX*7s1)-~4Y%LfpKop$ZuLNYb4h+NqNU_@824oNj+X&z*faK!-tSO%= z?S$P8d__RV8@pk-)ff^UF6HGV0@P;uaa~Q#8vq=7?2o9q{%$;&U0ApRyiC*=0Aw%2 z!hCVkbkPELMduF*nj{|UukhN4-6ZPEpQUa*LPENcXjW?K%LtVnUJy1*U<6(T_2bXR zSHwWj;2fD8{Eg3Io`wRIYmMEUSmqg6-;xM8<}C)yLp~z7h|CvPPb=B^f($IVH&^)w z_M_}r)f*fa@qC?sRd6g3)TB%&rvi;q@dh;Ngxq4!*G9iDRvv|%fsNhz#IlIH6G!k=-aOV;K1@JLyIQo?owSEAG7vOC&3)ck9?OOqhd5stX z0Ah)b0%mE`2&Dr&o1n+D{-bVhUq1XwT~&32v2zffcQ9`Ocn7YE4=B_!KtIjryg>qf zpfFsAXfF~(=gV>~^dpB;MjLd=Jk}GwH8p&25VK&S9(IiV8x|Y*^kQ&!Ak91ie5>e_ zGAFx1YJuczD=OllWqDx8JlC1m#Co3v|hL z$MXdDoft~UW^zV<1DPN3BLRbxFZI7a-#|f59x((TvpP*f05dy?Z0WmU!9p~u;7>6C zmL>Uy$fF6YQ6mq+VnJ~7#>dA8zXKeRRGc)Mj%OfKJ3m~&K~jk2bzG24c@U!ZR$YY* zO#%=G!4y^Lq_?*>GAXHB{j|5y1zG#R>(UEw9Yh)XQ2WL-bgSv0_TcaTkGTT~ui!V} zZOW`Cd1RETZKeb~APSeI4cS>2&jC7_2j`1cpk>pZAWB0ZI3r3d5X8}g`6{BsLOp~t zhnfY^9%2avd<0)8@WdGj40h&QT^GW55zD{Z({!y0@3TsZif)2d9$~Y9UBD~;|CD@4IAl_F)UlVw_ z_;{TXyUm2!DEP*)Ch1_Ju5X7Tm`EW+ey~{~>fhbli^=zZD)N1aWg%Sln7FtMxU5Pi z_wU_96pTpBTxX}uNAIIQOGtA3wA(TTvP=Pj!V-7!=R(w=TwVWyp%*j*h&3vrss#H9 zQ1vdrZz(O`yv-?bj}q2qtMQN5;0g#);s7Ga8Rps3*XIwOHaSmIf?+k5{R;|BY-DW! z{}YJvy@`~Nz-IwM1X_ezwMf1+Ez*d9O9u`*I{H8E^)ULz0kU()Pdepk75WD|2L}O7 zP2Qi{;Q|H2b0Y0!2U&m!ZVPVtbgR7N#KdD8`^E2hZ7E@^LQmTgpMc|~?=J*ASC;(R zADF^cQw~{%m=z!pH}lgAmIj zFq!XssbeDz(jQ4NvA4sY!3;pQ?jLUm_ydsSfZqth)uKbv59cb!bPV^nxelfglQaaD z2cr=}uto?e)*u(T-8T69{Ds zY-H%Dn`AsUL6GBmxJ?B`&oxxk5*yt4-wl{I^$iVaDj{yy0$^^bUw>jwcq_va)_5V6 z*%h%60CEmuApj0bv>^fLXlRJ_8EBZ`cx*pSvBm$d4#R9u9IQqLYXSHu|7AvvnuTio za8;HRX{CiMDrvIBfpD?|#g!qXxq~q1D*zt~3JR}*XrT{rrq-xz*p&uag!6P9Fyf{B- z0tTZ5+%sT#1mF2#RILb(9Gyjx`)j5~wl&Dz^T4F%b#88M*2q0@DS~RocFfX3{^f59 zg|Yh05j9;%n2iZ_vtk4i6@c6c@VwYeH;kLz)OuB?Yhr2&x>a<r`ul^c4&o#LD%#kJX~eo5yeYoH zePg_pk@WsO6ZeVnV~tf5w+vW|RLpGWEBE4{*;t0?K2CZnvmA3?ag$-|m%(($hhgrJ z4s97@tVt?dRAb!Z`Dz^hS!B{4_x$_fJ>L$qkpfkC#J&*gdc4`#u!85YLeSm~HaO(a zAYuuwq4Y00tY3X8A@CH*R-t2)W1zrf!w0hFp<6;s^Z)#DKsn85gD|Tc3NXY|0chI~ zA$*0yVX*_-B{~@j0hryD!$yE?)UXW# z_+eZ&*7y+Ex((*O`hhPF?cUzr?C;-fu~qUe79A&P=YUPH5YNyxh zg|;>pxFNx$Rk|SPXdyyW%EO~!m@PizI}r4^+kY?KT^UP?+Efma`dVIp2{mh_M2U<9 z13owIbn>Am+Pz^nnC>sm9QGb@ih4MZ?TSU6(^YR)E_V27ZTE9U4qQQ z7T{Njp6w}Tjz3P)IC!c(AmGHQWYnZDmN3c=hK)Pv-^2RG?L`O$`*JgqF5Lk>Le65i zBL}73o&jxa0+%`df)lR!z3AcCxHxKV zZq<+4GcIG_zFmbI@%lRN6O5$mvITlg%=nr)b@NU*>!Xl3otMm#t306k>_#1sfmh88 zJTA71btNEG9xisYTrF71lvP(FPutg)7IP-{YYOjO_&|OEB_{AXI;E#Q543#)0;=<8 z*r~d5KIZILDO&GzrcWL&4p`F`@A`y4pUm+DX{^6(f3~dkjJ6=9c)2}nAOwL0x?!=7Jo)zYtQ@+iLR;mM$AKBcT-XVLy-rN zQ=}dDt;kz#C6f;Lm#r!Dk@hl`{0nEk^!;cJj`{W7z(|8;6y6#6lZhopY4-HI&3U7*W(TeDKw**y%@PoS(R)KA2;{FZNHIv{S1h?Of;85o ziPo2k$GuxJ8Iv+-+5`d>@AyiQoi}9$f-eC72BoK4*j3 zM_J(Nt8~LEsf9nwpV=P__{X8`m(WX442)T1Fv3<3&YPfOTN^MK_H}fI-WC3Tc87rX zJq7Zo(zFJjL%O#wKA@vC)`Ou#u3v?m2G~%*u?LYpsl-8zA$CguhL~c*fW)H3%N-nI zDmo2c3uh#aXjeWYRuYqLSGZsn8&>IGip(n^1fKst6S~L;a3b{;XSRBJ-G>PRVi^`S zME?1K{vA3e2eI|x$SRW2NtG=p5HzzM2w+hC5l>;mq>?y;8~5JZ(R>=~^t^P=ZtR)n zHYV2K{Lp`fsTF~%PHTDD;qRW#ehGVm$e%g_f62hh4wAyVt{O|jNU_5ZJ zkZ|y3_>&*@BC(seaNo@iao!lz#K#U1AWRAqJ8rk-oSl3gQ$n8-K0d7|mD4t9Y7nx_>cGyH&hvC>V;JKK<^WKTp9aR%T#;))cf!Z$N^rrKN>f z5_OhC0gteMdwa2v7zP+8sE5W3-!CMho=uVi7NpWjxF}UYfR{CRY*+YetU+P=4+R$H z8%Wg--1jF5?3Z9uh0>rEj4jd&3qxT2g(-p|80;Xj;z@lM_k)kuI&P_a{i%?&sqpU% zR{vV%a3fOi0Ca+S{r>%JV1sOLj6Z^z_?TV$pGr?1#_GuF626c1hGrWH; z&MIT9%o?cOIDk$8rmb*~-=(I`_|E_Tq=p);ClZ6Y0u0N@$jCZBgX%r__(VA0)R`;tH61pE9x#t`w$}%sGQ2|7o<=R;gW?o z!LFhYV;l7LK}uc!DJuV1!0PTNbx-m=K|m(n14(TBjf!Ft@j@@KGukinWIGy zxHJ}ATp(PBcl3mEP>EmMvtR5*{*#05Dpxo5T6JcdUDPgO3PX#}?bZWr6{L$;-!lbm z3iv<7Av90f4FWS~*U&Df=6~^)6gd-B26yC?xLAww71=*^h z!9no%!2#twuvn@8TeUGjp@%qG!rh~HetN_#B_HUJJ`QUaJf*`CP~w9M9dzEYR$~#G zufVMn1ij%fQA;l?!v&qEI5Z6)GyjjyvyAZL1n_8U4%1NeFoWF|$pM*Iud}p;_;)$d ze-COulT#)oA_C`Iaj2-qe|Io}h`>VzjPo-{5e6Y>=x^I_*fp3RXHybP*+?0#VJHea z?!rlzwj4HiLJ?W|l8xmSyNM;&pKGzql9?uq-PHGFqZ!V|_c!!=lxWvVE6Eb!=mWbd zhVv7_;}c-1M~nm?DP#l8cSx7d0cT}@Fl<6ay01iI<$fE>EuA2$qoDe|2t7{4*W|gs z(!FecpJMRbwV(%+*)tj}+a)=C7#H7_?5Gz(vVGf$wBR)+NQF zpYu8O8YRIsg|pJb5gD&^m2964KJRAOlbmS7JTyu+tk+lybL1*FQSt^5FvyF@U!8Dv zc#T_g#<8_Q&0ThL!Jc3KFFxuuXs_%nzDpy*Nl^N+57>Bk50(_#BpE(;Hn1o}+K}rO z`837%7>g|&E|!LKuZP37hJQuk_CNgMUp-I!xmu^Lr;^vPRN8K4ovWW62&2Ai=sPFO z+hC#8`3i7ANLaRB5CF_;)N2J=DIkyCbmG#p{>i8KvWoL-%E$r≪|@@e$FzQmEr3 z)^BsH?#+xRs`b=x(WxxRAHWI>b1XWiEY+ov0#R0l7fhd*LZhSyKdu8xo7}wf5$XVr z`)zuQW6R|pV!A!sRpMa^zW4K=?KCuy%AK9a_KhrCo_fD>p`1~PJ-|7A`SKIb)XKC{ zoq~eK-|Xu#**8Oqf?E!2*e_><-(c-n2(9S}%v(~_#o-ivA%&K`@D&xz7%affSmF1m zOKI_%2%~Xqv7`JDk9_pcnL97cq$hIdtP{80nsnUg_?LgaY=U$VUikX%J^q|y1LLiC zkpriD1dnjpYi)(-55ipT>GI_h8*yGL+1r2sXx1!lB>MI<8zJMWHZYwaHm z#}JHU^QRQ@F-}%dt*i0F$x8=Vdlq7*#1t7{pOrp!6jBT1Ec(FxZGE{mPAg{4uXEMa z)yTz4;P5`@ytsW%!|3mv@R$2?$P1U|XA*J8yM}t~zS7Ef78Q=xXrm1g2q9+3HMD5D zsvGc~HA7s*)zOhuYKkE2B!GTFwEv4Oxy4_ZSRu^oQ(NB zIqHmu-#pjyT7o#eo=k*z-ZG`u?OelKTE{&VGm*U-{F2`A$n#2ijLXJF5P2RAbw-?B zR=5W3vb1)6(9P%0D@RxR4zi@ClfUS*O)c5UaHm9@OC>{hH zyVkSQnZjH4mKGA-=v9{<|8vfstmR352;E9%DqMXn9T+IUP$~A!|FQpE-4|*7VPw%M!LQ_=~u5maV!kC zW`CI#9>_Rgms;oS025A-m>{;uXUF?345=RTd4gW2d}udGW^2s3NRjjek^zE{v>tvWw7+wnr+a)v6eOS-5lO+l({e71W2@Gtrt_j%5m! zm%ZO7eqX~Aq=!#4j2}Kc-m&C>ko2J>eJCS?2?n&j;6^K6I5H0o!cxe<`eEr9(m2DI z^1%KZ#p6A_bGi#Yt0ecyw}b^!Nw;T2xo#ie$fKbWdWbqCZy&QB6Bl67r+$+@-?Vzc zGCkvYef@8W-*=-oTJ*E6V1n^dFQZhvo(l8r>-e0kh4KhsCOx@=JQa#J5{AeBBkn@s z-nxYVGcob;a3}(mlOK(5w1rcwD{bMd$(t}=Y+W_MdG<)Nu`!%`vAmf2J6!Q0 zqkm{ZY_6b^ON+!uFFeLLnj>ch$C9?EE@Ee+&z9d^$mM5xNIMWWI6Su9d%FFbY3|%c zX~vb{Gat6)pJ($^4bd!BrIze24^<>27W+?4j*WG6C=oM5aPh-XWf43RIt()5G{`e_oqdDO4kO|C zW5j+Dsvh-P2Rb14Z-W!L!C;mQ0%m}h4GQIhjw9vi+1OnUSRXieTt=nAG#!zFf^(?W z#Hypf#&jdu`dI0~pTc!l!3f>v1RV~_%6+3_y2>!m<7_3Xse}8)x6Q3XeM;VB7L;5< z?^j8im0&^^ke%+4r~6Eij}iviC=ZP2(={dDMPy{fnW;MTG;rT;se3$sVCnV6@1Bob z(*2Q=rs}}JK+@f$EE_mHm|iGF?<0ozJ~$$Q0hI0lKZ9BN>ALR4*86j-mI zCkj9I^c3D|*nKJliX##cj~cl%WQsLuQ;%g)SvM|1$`CG)QZoMXIM_4w-ZR&VXB5$X zJmnF?`2@vxxGoHIh|bHGxvD5@SER9-*k3T?KaE?n-+n@e{h|2Fn+Jq^_L9FV+#2tq z8gGg1BqbTL=i3UoxB6{ssEG~=3y@3_g|;L{HPly}(-Ot(uNo>!&Ygz6{>tb{e{qB)y}S#u|cJQ7Xb0KMWiC zt+BVN4x!zFtu>+Q!=&;ZCr8&moGw$5^C`cvmvebk{4U+}35HT;MIeqc4eJx@`mwuI zPr^F%2%|-)sYUHKjdcL1}2iVOD5R z%@3ru8_pI^HWCs!y>^ejohxf;mm%@n;lT^7Qa9C3YV|crW^JS7Y>8GTs=cWU zX-h-0SDCDUWezq*4k2e+zX!}8oA>^7XI#y?xqKwX2jhX~WO%fjwdiQB6c?FNcsxbmn%H4x;zGayF5fwwmlZOW@dX5p; z&YHHInhFKH^B?^o9Y!wsL7oKUZ8*u&J0*WvzoU@QN%T{PKAvtKCPiB?8T()tRk z%IMr!uz*%x#dIHUo$V@)fgj`Dayi^6>bLLkZ$ncrqvaSF+)3u1)wbi(TE$5QJqSbGxQK7zKspR!MXV@+NvX3TY!yW^@E0r=+Nk@~H; z7R7a^)#mh^t7j6VI}63VSl`^V+W*^b;dk?1EruWC_6!ByHS#8zwLN!Xum+fO^;#Qd z`j>Zb84!JBM7q^<;RTT4RRr%`8!5E^yYWH@jPyl9>vk=AztU4yF8*$RUazDbq2wui z^->Mf=vnn|>zy?UPlXqguZthEx)=99G%A;7Eaeu+DbXGsS%~U;jh}LfxZozAu42fI zShNTpuhDyww2~H)Dh#)S(k ziA8R&=;2MUzy{pJUZ|Q)iu2W9tHocx=3$?cdhy~m5t~jZU=|rLAw?23B9oIh3g2Dv zHyvU-3dyg8Wgdmfk}}83+M5=YeE;N2@OvLS{UsZ60nJsF`7fi?1+_nnR6qYT(GGl-B*B|!cceo{w3~JCY=PclK3~*~1vaDx3N|0){Jzw>w z>bmNCjS1J8;)W3Ss9sfC&h%ArpKDH7Cd0RT^DNn0^yv#bi>7vX3bZGxvP1#l~e_EibDzEW~G>Rl;NH~|o zot3^?9F&TxW&AXydFxSa5C0=a84}~LNnZPg#=h^PM$uuHdN9)d zwA!+3qdn*?YMi^h(|D9qv8-**v8Y&B(R7YiCZ*{G1df85`_iY{rF>0zU}Y$7HH|Xm z^UQYNVMC#yYqgDkDI`=N80YQ%HNWTQutSK5Ub%E$f#t&&VR(ddfp( zbX@AR>n}BHJL5v@PDZF?%2=-&qYVtq*&65G#juk_OTicazdF0pa4NUA{}4_jAqf$g zlA?|b*+{gF86u@4Q;0$$WY*59D78g|gF1zfkQ0##l_AwJWQQ_DqgefYYzuI}V^5i3WpM@6^Q)bD4V+{5A##rVYV?OUg~|BS-? z2mVzz{!EJDD^B_?|L?uyRT|QR_8fW)Yvu3VC-{Y9IWE`!)tf3N7bZWcX5##TrU6t+ z%k#Q=j7rMC_tb^GZiGyA7&a;0n{F2$D>q4)^gocQbK%n$jJoAnd9gG21bPAt?7jIQfWPoM>**>##Ekcav8S;PEp&3#pO z3&PtE2Wn?rXGGPpe9V|u^l`al1bjr*K$^0D-gxm@P7`o;MN)7vf^9ItV^r=#9^^}wd- z6K$LQih9zAx+GmAdTcUeAMfkYW@k1eq94B)FTZvXaaVD%%Wn^;0%R{37trhO+l zesEo`SYtD!F8M{Wr3cAVoNcA{`5#WEY}97U7u5`(zL8K1guZL?Jr^{pboi*0@=cPs zXH^~n_jxt>dtN5m4ysw2JXSl9FD)(L5wPQ|;MgE=WLL-VjKD=7hp5E#MPoWW2Fbx}*c;px4ZXI3owWD8k__iA;zwqx4xkr#(NC zjOM15R7uO^?u+c#JvH^!+A5Y72qG#~9A33_UxQ|XA&`4Vr7v?|(sPb_#TDL^Yfvec zH)IwY8hnfHQ5`?IciZtwo_R}K=XV3gb7}(YLpKRqREX-h=+idI>+#UR z$hYzzKIEzCKBI<@1)s1;`4hB!;B1CvapuK5berIJaEkb$e!3MNfQ*LtbTQYkQjZd2@b73jZp>Cu+v$ zSkh{Pg9TwF!g{8QcgaZHxaoI|rYo>}o;B;7IDlKC_}AQea#ojj=kctelE>{gXKE#n z4V_sm^7dDhEDKnz=v821@4xH&gUo%;_*c4gC(`6=D$*mvQ~tAc@=GF&=Ki%&T@Ys% zR%y8S#Q8Q^&kE=&U#Owo*tgHMrj~sD*L~W0~2zpzv3MJM$=6NTj}^4o9iEp<6<$P}jnco!|2w=mGX1zY=q*=JJ#kv#hl6hX_X9K1B>MD@AQns)-oJ zUchSoldQswfVzmmy6pPice+UwCsAwkeW(MhrN4~Y-euZd=RgnuV4oe?MD85Ow13F%V@okmu?-pT;%mE&hL8S3HK^D ztDM%^ZGykvoRAB%=p8v^p28}b`?Ep9}T%4QSmp~vF5TKyVOxm5aU-&2Ek4?hF zrV3oW4EK{|5NCx7@Enb|jOOJ{%izNi{8PZ>XrB~sW=usa5jk++>*R?DntynPntJ5t zx6I;FM~|Nm*)qWNzDE;w#L;G@ju2n+&V(cqU;{B|AZB z#OE+;n$`rWMt;tf8J{$i7%}|*@*I3->^=@j#r!y>a2|G1XYCvRc)?oy9+JtdYZ4EX zjqJ(IO+`$pk$$J=z@$wb-X_D#TF_*oN`I!vRYaptXYnrv-A}PSN^ox4^>1 zvF2_CA!2go3uWyeV?P%+1Dg^dA;y`j(G$GnLbFg|y}wblk{*GgXpI&j5Ps3X9V17hY;XTwOUYFp{%D-FD8+w`?N=-oOswb$+ItQc#wPHbX|YeoT6QGb;92x|JvgUgW89B&KE z<$dqg2}oeeXllMO60rI^zo6iZ+2m&vuvzqbS<44eOvB7^zW|{axarv!zF~QmLLuX0Y5K>&ChbXH zz|EQI>Eb`yPcEz`rjpP;as{LTlgQ43w8mGI+A^>a#bDQ6-x*CblAw>?-hSPR(L6K- zO^(waX7l#s?6$Evjo!YjoZLaIc+8w0)*BR}EddcE4+zfUudT?O=JPqSgLV4mXWJrp zI>AkRpu@TUY*I$Xze>wVwjY{KE^Z}H7ce*Q z-0cOfves#FVzok&sZ+EOn=`t6z;<5PH4ET10Pf37623m)Sk#Mg2YQs#=g|~O#$suy z%58_Njefzh3`aoc(|N8u0|wYM@Vy>46}|k|Sfknt-&%b- zy}K(`MM;sxJ|cR{c4-s?I)+ZseQID_oRwONePP=4Bmw3~Eww0vdrHx_k)sf9v+x6K zWsW8*eS>fPOdy4GjWA$gjUcTDov&ChC#5%RXvkYcS3S3&fRlnh*MpHv0NE&zE1pd+ zpXLgf`*s8{3*sExao^t~IzvNAX*sAy6s3^#oKNeRR~K;6_$(ne@JVhT9`cQe36COs z5r>t~@7^6-sL{*nVNco+a>ciYi=Zvvpl&wEUXOTkDJ?A)&_&=3W@+MO`wH#P;eTe= zws*H*=NFjeC20e@ubSxH^&S^j2?_1UY$5T0QS0*f}cPH1LJ48F<|hO1jNata#P ze||sDU&Fc#L=`u8cjDyi(~0chiSw3Ta-Id9=FD)QI|%Ft;8OuHF`j~bv5O1y#2*4t z*CK-O5irVdMK!M@`wNEu;rI8k7N0Q8buw|gWRE;<}~m&_`chJ^ScZUfyG3QVWU< zF3KyWy3{FhHv2;dandX6I=-yLP6-}F}D5yny{njRvZ-Rw*nacWQFbzqWy&n+^;D|SfSd6a>cHN0h`u55YXTKK*I+PqUms; zCCi*sIB(68e!+{-G65WQ$fux%uEE0uLcfdN3a+hwbj=}=p93>#6)nSOCa>FL%c z?Il)1ggXhvpI=;RupVj zRE&~Zs$5imSk(plAuK5B@aFaQAqWRYLm6}>XoE^5*y=6}Si)Vf<}~+8!q5on3Hc4d zmKe1?64n*4+7XZS=8a=DS?U$IEaHa%XO5?gAsCp11A<5-AEutAcDIU(f=W_pfwwqz z%+>2I_Oaf9Od%d>$RmhgO8725Pxq}eH*e;P1UIoIjK+KjsqrWZ!+mXdc z*|B%Z=xXPIXkt-pnjp(|3F|B4`P*0R2&J-=Aa&&9v-nrYMZ^OEgH5nkPKHi!7BXm~ z5Kx=4Y!u~6?UX)!`lR`MXmBtKR?gez=AqZ;(6|+{6Uj5#1%9euz`jbRj1dfc{<*l| zL2TEPVSqw25i-cbocOqcfN}*^#1etHi6qJxf@qhpZqj>_0g2xQ)Q%vP2WN|hV8_VW zL-Oaw5wMc#17bn?xUUB1T|^W-Rq#co7`Jb465-{lR|`mxJ&3?>QQv6}Ge5h6 zw!BSnXN1ixuu`#`D}8UJVXLFcCE|;d-*i&dxW_o;DSdA|uGNl3&S>RK6ZJh{wVAky z4{*!$94~dUbW%y>CE#)!o5W0SvRwiX?djzuF_yHTZI~%QYzRWDSe|N&bM007@?P^r zpWABu9)V}XaYp|X7`YEv#FE?nt|-pKee+ft2%JRnOYEqP-hlYP4~8|nmr zow)Ag!-v{MwU%@tW3m~<|M{TS8d!glDFG6_rin@xRF(x+6_fWh*ZuR$`Zjjg3U2gDg(wW)z97Y*@lzCzJ;cHg` z)9-liRduz}+S=N;)m-C#V&@BG$A|q2ch^@3bq6NznuoNRe9qR;8)|;`aj=W(1x*N# zUs-1X9})+u`lxj>ko(}nZA)r!Q>kBj4k!CTnswV(wI3j1LhM(V;6sLesllxSXWK}I ziQpLd-ta9CED=>b%&#i894YR2j_yKU!_a`N$rIRj#Fo8_e9&M(13}y2IgtWK8t@+T zQwJPBMS;Iz0D>h{BL9T)yiq3@j7unNv~BKAwxDyw7A=I%d5Z6G1&@O2Em3%h!%~W% zsr|#uK*2)I(d_bYv_zgc)YmW-z?jb}#8UK$D~{{0$S-RT*%%3A%u`Zbilb}UTz1Tf z>@|e`M%;Y1ZGHwnS0W1sTF}mfEcwe76=k?vyhgJ2nt?!#p zk5!vWx$;@chiTl$(OR zLj$dyh3oUYHqSgJlD@Y)M0w4+Lo_ z#@_sW2M1Ys7J=(6uX<1XfK`)-ZlreQ?B_Mec~^qZP>0iD>?-7NKZnQ?Z3864F?2vK zd9Uz+7ike{>miAYFkTOq2uY=q=ls7kmUiBMRC|>*HPBk0T?mjb;se-2p2ux4P7h;A zkr;ouE;bwT27hBTjZIAaJY6j(An?P$?8s_JUNin)w$+xr4kMt)HT`4Ego?&P$+Q_hpUE$$M~7UP31Ng3l4kR ztD%(l_SK7NPuP*OuDMn`m7f?|V=-)_7uLu5>kYOB)q8r?fr-pJZ!-h)v!<8LReV-O*-I} zt|u!EFjh83E694;f_Q9eP~eh^7nJ8^D|EhHlIa^U1{L#ct&3jVTAe$duNA?ZCKz&K zOUrr)%#Vr`BjL0hZ{E2gFgTn}*N`S%gpW7;5Q0W>p6^b>>t7%Q<~ zCQo2$rr&ssBWYhrl2b67E9XbGE{JaBB4Gob$dr_d%Bz7Ch?4eV?=r#(AN-f1QB|*i zT7Jdoe!Cajr;Y>8y}#6R6{hvXa0eSoSv=%q1?+&V2;C~+wxcQ9R=X}0dZa30_nP<% znGHyhe-{?=0a?v&(6Zi-JZm^nBs_0a1w%G7`1t$tK?2zn#TITt*RugoqnmGNUzD^i)cEV#BX) zkc2nMeH0a+V7v1JF~K Date: Thu, 10 Mar 2022 17:25:32 +0900 Subject: [PATCH 17/73] Add files via upload --- documents/userguide/crit.png | Bin 0 -> 66174 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 documents/userguide/crit.png diff --git a/documents/userguide/crit.png b/documents/userguide/crit.png new file mode 100644 index 0000000000000000000000000000000000000000..61df4f687cec6dfbfe8c4d985d74264f14482ee4 GIT binary patch literal 66174 zcmb?@1ys~u+wG{dgoJdrbax02UDDl1cQ**4LxTts(%m544Jwk-9U|Q+dC&ac`@P@y z-L>wzcinYo;X;OC=Jz}2InUY8e)c}$ua#vm(1_6>5D12xEL05wdExR&x**H0JvvIORh*y$p(b#y#@U2uEiX3L|w|aMoH#5u;gC=${Zv8%we4dq)0-zLq>tXDq_|mLwHmVd_GPj0sH%!8t$J%L#u~}vCP^PD4(=yzPe6|0<<#d`btOwV^Ftrr@r zN5{Us3^?v1xcZakR26vVYtZKV+&J(romPcGcxA`E-j=lmB^nyqXp@^&nQ=$^k8}7h zr^<9g&v&P3z=y=d#1INNQ=XihxPQ?&rIpWDd*O~k9pLP>8|eX$Mf|LxEw@8)Zx$&!xm3dF!qoi`rBZvIL-Ufe`bi1KwcXdpd%wA`-7WF z7V;>GbJ>k%^?>qzN=SGDsj91cE`UnZoRvk1PQr)I-gfqJRP|f%-SGg$)>Ju(bSycB zpP!%m_Bdi1zZ1R?K2gfTX^5>H-yE=AX#7R&3^m-U82QvpE6ON z>hoZ={VZ4O-#=;p%&n*>8DwQ;C98g+tLu^1!2&k*N9pP!nv%Dd%Rv;M*$lhGaT(yV z&hp{~Dn;NGRd;u{iKQjIJ1LhlTG->oW{;kejlo9{!)EucL}u+O(;g&zkG$u?UI)Dw z`}4=^vEn(eK48Ma!{PC~vbPs?ygu-hES4B09GY{XSFE9>R}c#VP;>y9!arF2{^|(` zTxS;-Z1|0Cfq1d7=$xL`u2W?DOhZlmcz3!|#>Is*Ppvo@^?RIvpkUYFpn`+$&Bgxl zZe<7BCm8zT07X!gpxYmly_srAa15F7+Hkrs3MQtds*K*|))q=uYv1tq?{ak_G&H$t zyXj(U+#b-$*G!4t4|kWx^G+SBN2@(YM@P?uaEKZoJwc-6~4SxMDMjFZX>S$G`-kxY-VF82{ zvO%NsBfF`xF5$yg8h9@F`}c37&uPJq2Z%K@GcyxAyQlp8{6CX9pA3Fx|4>-SAR;PS z?f=&mq?eWQh9w-1I!kByCpoqn(;dEpNvz2nrXh|!uR}Ku4@X{L$lBds@3Q|)7bf6$ zTnGj?X*rY{_Cmb?g)9>SheLkueR4uEkCo4CCG7x zaPaJoBt=EjH5a~6aJD)lo~)8mSYqOHTAc7v7YM|)iL|MyNphg*qfU*c1&%r2%hpW{ zlltbBb1iYRVTLLD);~Kjv$iUG(>ONw8=p(XqV~771Th!Rmk1$RzTtFW~ zR{E0az4P7NTE~VE`^Qt4xfQ>$bWVS8qCA;;lDC0Zob+L6@2Nrxr*F9cI^@c>49n=; zCPo+w?a0oZ3&~e7CpQvsBE3@^B<^k{gjyt@ zL=LXBZM{ri^0PUn)JaPbaZ6h^S36pbN!Hu<(ve}<3s)+wZ4IsAz4z|mXQQ{utyO#* z!^T&|u@Rs^ZQJo=jQ#!F;>f(6 zgBAzXz`$U%NHte}S7&1T1;844DiMRfb#TdJqX!)AEP^nnxNb%27#33XAdrguO|x&! z>%_BO4(aLq5G_l3j(B<7NzqR*+01Vnt_zJWPw?^at*6R}S_*cP)rx!XZZ40v#%R2K zeYI?>e`z^%w!eTv^Ts{90;3NOjT||zD?~zKksJDU+u1^%yF*3;{!&d|F5mVLylN#w z9F&CSvF7LJgZv49O8_gvVt!Hb+D)N{hlew=vXmQYo(KePIQ6{+*)(~Wt0=a z>)I24c+m&O&nHd2CocraD$nXp|l%BF!0x6J2^S>B7)>NipZ4q{Tj*o_~Jhrza9nD<9X`1`l+oUipouCA}E zAKrmoo}lLg)`$Fjy1l(Uj(}_TPoF+b_;sk9oSue${!9R(o#(5#XUD|Hh;RgE=|(DQ zoLsx@rq|BszriAXUUGQj?}PC9GrBZQ3TH*(rUdn)IRPEi-)8f6YHYrICq&CeSM#UGG+E z>owR;GP!S!K3ZB@nrRPcfo#KIJSyMD7|)|GbDnsc{*^#CB6urdM>FFq1I;r98@sXp zF`{0BBSwlM64)zP^y}eM8YfG81(Ny7;UN|`H@E$AyJ7jw##Fg}wZ(TFIIh77M*v^? z4UXj=@2jdf;K&ec&0FL7PmO%H>B@}Shyfy!c66+GA7nOUs<4P#ppqHmwd8}m9Q4pO zcQP}hb9=QO3yX^?1WbJryelIk+Rr{P;mKnC-xA|R4>**0!7~c3jtDLQ| zG6!gN=IfiM7FMySi>}(pscP+ZHRaYYdEce`)VCn9qPDS>SVTVhb7Lyufl0W-B z1#?LrqPM=c^MnH5Vz! z@SGNg2nQmJ&xFvhf0lz6CumJhSu8;4`tlHqgoNbk@87N&9VcZnY*o5^74*lFsfqd;?*o}* zyBDAl@Vuq4Pqs2OA-Sakop_m&CX3zRUS%>+aa_+!c+@*S{#9Af_SfC`*ci6e@E2A6 z%cIp-pOTWaY`buA+lmz*KY4;pNT{=a4KkX^c%EFchz}RU1VCN^=M@N_{Y>!6iV5Vk zD6TevdZBV3K<$qppz^5D7}I8CW7A?L?Yn(Rhs|pM(gqq?*UIyxAJu1-0xWmTn5EKQ z(y>}f)$Dv2<}EGR@rq9Of9a@28RBJa7ZBBCGcqzb`1uF2UwzQX+_W2V0DjgOD7{QixQ)%r-5KA~%Rxa!JYLkIcvD`#gSGE=w4<@+? z;pRxDjD*A^us>GWO|wn@UZs(adg%NwdduASrq+af6F zg~&xqZWzbqI~_k@m9KL@qw*>t`}HqEnO_6y^lx-$a<gwuO*Voh{A_fjV z-rfSf7ke*WGvze<*(gEtLogw8tP7PF_L$g28CYJuEB$REXMaynuEG8%^;n4*1lsj0 zr-E;-cRYk7a;lUTS;MNM6j#lOftk}muqI2bay8_^}( z|F2ra3{*tkM=Os2ixN>=%j50mXMVWUW<8b@_BuX1gL&I@k)kT#E={)9t+xA~D1bK^ z2J5xlEr!~QCc>!5NUK*V45dW>vVsW#7cUeP^sp%wCjdf2F^x}2CLFfoG!6~|AZf|is2tST*`m^yUO7avVTE@bSdb^)7;VfyoaY*oJ)k;tKVcg3@_U} z4oNpves%08&LfBY<4OsKu$WiS#{i1-4W;p~?(Lz2{F}YbBP%E<2nrRc-Kla@Gqap} zfPUXDxp&a!Y`SIEdIqKX^YP?5A z=fP52*+O{&B1ek@=m1bV{=;DiDTe~)00AJEbg|Q)IWgZLLkm9fQe>)6>S&lyA)^~L z&Ilb-*z{^Ntt+O3azDd~pMih{AUG#454y#O@v*qLcvxRncLJNJ2)_3AsP^B*NI)N_ z-sqR@+<<{{=BA;jsQ(j3q=2X>1#LC~9|jN+7_ykE1lIUqqun_JyPGBFGkmiIx7zw3 z>Tz~3=PUWV1J9~X7}@CG&~Vng+>!-In+n_@f`w(yV#`L)bY^Ed^6iQ=G)Q6SMRzF` z!)nJ4BY<{4exqRqC`0o$btY_3H;ZYiw;E0u$K4{}mqdNGbYXqPDh%UHQ+`So1}lyQ%^Ye}s|3TPKn_-~2&7UzU%AFq#H$0(WQ<}D?`mjgL+F=<52hy*$bV^4( zjx?+;V-e@>rINqV+V-U<23GR?YSLx$vIF@%q_iB77E&lhNj?4qezAGGp03Ku%23{8 z+i!A{m#>6{)^_<@B!46YQd5taJ)q&#$QX~f`sh^C}TycnO9`^jE81AyN5x{?N zL6p;teHSAIwHO6h)zaQR%42tm3g9bbEb`u;Dcq{BUqc`OFm_g(4*+^Al-p{UQb2$Z zi(KTH0H@}Wk^9Rn6c753shE(Xpk>#RC)DGu<%Kw7n}aknL4p|Df}~mDFj*3T{4R44 z7S67&k0F4p?U|aw2V6o`ZS6Y^rm(OuL{NJbp}00JWJ#M$c>V2r!^o7_^ApPCj@S0t z*x=20*2Mj((=W+~CYgqOH;=@tRaqYzub4h5@xov{@PCC=iPG6a}H$m<{qu+rL1fdH!}bDAUl z8Oe+V_#jIqQw#+iy%*pV&3W+ApfG3|*S57Su}uTRxdO0vKOp5ME|wcz%;6;wDk|y~ zAckEImqhn(vox&A&zxyxI0HY8O+QY7osGQDZ5VZ3GHM)|4YhfQ?$75(-5CbhP1y7{KP5m2PfsnKw1@mfxPsfBN*o#I}t8k_jQb@IZHI z9zWWt|1TO@D2zC+t$KTgBrRrs@Pj1vBl!*aw(AE$Y*hylLmB|)zFB+~IvkCAN@R19LW&8%ytHrIsBRQG4R68N60Jvztz>t!XP9zBn2vCZOwn^Uz_?*ys9xQ|_ zrwbKlOar!`1iowlp`w_|g9?Zy@O9YnASUFoqp=bAXE;3)Fzm%fn}7a%t@>3BlE7O4 zcf(>-Y0Ufz4&mVpcV9;eySFm-4gveY@Y?@RVE0;RvfYs%P|0AVC^TR`KJ< zkAO2Q_chGa66$;z(Ts)@4&AR)D=w=o69QG+dr8&v^p~KT0gz_GS{x4fuJv)rD`lk8 zM^Q7%Z@#{|`rAf+4KLSU~2)Hvvdgr%jCz*%6I_5N&7{BMorBJ(-Sy#r$6~F@-rwCI;Ao@c3iWe`x7}R>Ba4LWRRbjPE% zUAe9l)3VW}P!VSF$$z59XGi-IFpQ?#N~)keA&7v0P-LWyF3lBq>kVgc01pF55UeWq zZMD4o{4P+Z`&}ML0aE^5ggpn>Nd(7PDekwQ?3pDJdtu`VYlj=z(Xh<6(ZU=|2(^PwUrE-xEZC)it5xcZtX&7?Q8k64idwBlxaw5m!h$J^Z{? z?R@9NYjWThrat|ZM0PLt!=DW_I=!L!QeOu;ZfPSI-E>zR8}*r=?aofN#gjojFjz@W z`CRY=f3A?A3pZ{}P#Z#%r1$|ULZFAi7K-M0!Y^&su=WSYnIZ+|5p*rWbcSymkx(Hz z0X zZu2RK>9qn-7ScJ#DfXDbr@hpssqtfKDCRJqq>N8QU{IX3pcA|PF1kiQh7_;wn$I9^ z&6ClaNScv__BCQK_FR^C?$}PAUOhRhMvRHfN3VX9m5Df$Wn4s8y~&~YiYC9}XoYIW zjSK0lj(rjrryCrsDKmNDb4C+%C0-Y`C0FQVwHo?h*qKS7e(cJ?P!?2L3TF>@q88cf ze!gxo7L(Jb*s0@udlmiWEk}Gr;alJFDMr%fBr5kPU!UrHR?pV?S6hS{uSRZKh^M}z zQW4)f3*UTJnDJpleff8JWwO?w_3J$?WTg_zx2L7a(y<;d@rP=`>zw$q+rW*)2~zZ% zOVsGSH1y>m@cv1}s|IHH-IYr{9Z2947>%G-ux^$Bo& zo6V1z$#~kAn^Wt!kvc>jk0-nuK4WRxWmCEMPAyMfk+W9))^sW-<>zgAro^JCSswJE zaxpZwPO$Y$-OWSa?zRtME1P8L0A-Jd&v%narN`9NN-Nv|@8LE;LAvj+&ydFx3Q6Tg z)s>VPOva)!Y?Fgr5>Am%fk}8h-8rR*}|g#&;rzY)JlQ?D5)eFd^|Sr zOL=#It_RTe5F_27$HK!)ePJzFF6%}a@Zl}#&57a3se%T*hs7ujV+)1IhZ|72BSg>o zi@c@qKAYL!coi0tg$vOC?UAyVKd;v9$m0Y71Nq^uFUw|}TxWPl715n{t!9{IlF*!< z9AyP`n~dgElqD}sC+Tj|b|aCI8A1{rufDf-G;t$Td*{j^!ZAvA%RtkTV+3pRF;YB+Q58p3g4}~AKU+0Kc6pzAw{ zCyUR}N7(HDBiT=rgA~l_k*8YeBtQq={`(8O3tg0yw5Km?jWF3PjyBbN*|PNTHHH}7IzsuXQKt3P_fF5yN$(A72rYcH zfdPlZd;k#+)wYD+b0=b8ha-dPqH&rZiUuIeMPC6bSyvVy^1W?_IJ3=1)n~TVPT@q; zbXL8r0VjIlCT8#k?&%5kevBL$iI4(bzrl{1_9vQaHWB5DmUY@)zkvXlrJMGv+ z6!v`ex8c@OS`5=*tkQ}NBXR9mYCvYYc5tj8T{{U=RmnH-HUW}N6A!yxZ{gl*r9~fD zJM3|qmDp?QO^bwTh=YZlmp!C@Sz83X+c8?}IDvuNT$*qgLoqjHXuQoi@j+mHL&~7= z*}#Fd>Wx{??PYKY|Gl_Xe2Q^M7R3k+{Rgg65R=c1_SrDK zk!yK8H@Ci)BjLS^$lvJpTi^EwEG_{OJfDKt=pjx4X|cp1`dU=P2-*fzjEu50H|DCB zI%;Y-w|94|8yjH&%&h{ghgNwDpw;~S{WXjM-v)|-hG3iXSM!KBVKJ|n+q6jgE1rH2 zA=S5~RrUDA<$mZG**}YLXZxKO5BvDiMUa;OGWrp>=V^EU0>Yq-XYW|-6K6MF%8CHK zcZS@>A6MF@0g%EH`E#(*$pqD)*$X;N281Bsvyp+s1W*cDKy*SVCM>LnsXic@f6fqv!me)M z(JbJ7p0RVIN+l{cSbo5HQfnLDR{AxS^F8a%jARvTrfZo$i>A4 zfM-%#S{p6qLAS@qfMkUzDBQISvT8Gq1+E6B4}W%JZ;-Vb7?*i-5+T9N6stE@qD%AB zyBLGCY{=PGIf(SjB-U>K)s|4sRO`JG?Z>a=sAN4RFYx5QD1Ga`5zmmxWRG3>ymbj>M{;(Gg@RfPo=O>OVPv51nW_IMdg1)tOK+uZ3kl3=@^I!LV z`Ch^@bDj+G^yV!xb_>67!6hIKrsS*L1x< z8kCh#u(*JT0|IGpZwEbuinArqMiUSgegYvE@eXcS4kTF)ym83icXe}fIr%LIG%l}t z#M2$Y)}WiIfWCvO&( z54@-WEnOC#9mY-77s^XNdgJYg1n`3>h>0*M zTRK332wYT)13+rNQ*XU6QhMt|$g8N{AXVCK?6D#=OmDGjFNxoO={!*Tknur=Tj3}9 zxN_$^Xr2O2J~?JNEl{EXo<53@Q?hO^jKJvSbcJCxC}bzU0;v#O0S9zC6=Q*sppWFd z@)Gn05W%RF)&_zC4&HI8cUr#x86cu70M>o? zFSaiyfu14MR&*|dK1QEH`!nX-rX&We`|DARGR)Wk9dYe4!pUN-!@G4err~8D7+^E% zaFqwTEia@<#5T_jYy`su(&ED0!m+Rulfyt(p7b6O3P)@_6$VRRR(7uwch0nry|Fk}Ti+-u^yzx0_N^jZ$M zOt}Hd!2XYP3byzLCNh=F125T;(@A%KEwiteRvWszvMAX+YzO+^c=EUA^|@(iXf-4W zLA>*8xQ({=qW<>G^|-YkG)LJEX4PTG5s|E>xwNBL+p)Wosy1e7M-9FZgazDs2+|?j z2qtE#J52t=`mQcdkq441QF2>SS;5MN6h{YYh|CDEv{+j}!gdPs(u#YbEBnPWLqRRz zVPt;{CjV0s+_dyfv&qKRFi-_(iVY}1o6pb8jX*)x4Laq!t>U4KJ6zn{K!&!ul6Aj2 z515MWZQeB8T|jTlG`TT=qCC&n$O+8()=V`Ggpz>)83>>HfPC=!=N(*j^iMmd!nznY z_l5YES9@y`Rb0RB{WUuV@^%bWks%2|0w3Cb-E3YV9K(QS-?whM0`)b<^~jn#lY zEJKT&*5HxA`}~5#ML{Dpd2UrsD&KXXIWzXk&j;4=IhN$|#95GzU|SQN$Ab0|i2tlK zKU{aO1}T0o{iU}~oqD`>?-JauUsb$b6KBA2enE$9sy%M{#xmrmzvrYqEKoQz=Q?nC zqeJ}39cg+L3DIAe+>icdPO&3L$LP;fP?O26Vedul8P&{i;+zt_ot+*^z!j)0`;-hV z76H2CRrYI*mZkoFq|1ZFQqO>}YrgcIxkJw4tAR*Xch@q&tyXbNb|^TW@fSM3*?v~O zC)`ryPi<{?dYw*yTa3MQcvyTXWrzsK(xdfH1fw;H>7%MVOgE~iI20n1YwO>`m?Ij2 zN+zo)ho%*(CYEV1@P`jvT4>CW!)SIB2J!c^!$VlDf-P;=r*_uKB%q}rZBKd>jv)Jk zsW(TwA}h9#43x`wjC82103kp)%&nqqXJy2Vd+iKU&ASdik5xBeEbSd2<*T7KNusV3 zi{wZ^Jg842+(RQVuny>1fb8KcFrQe*^_G)T1%H_M&JqKl;qY(PIEryC{^ zv`JN;-X7ZW#Wt^N*8P?*P{a+inF`XFE${I{d$hTq9m_#dbyCs3#K3I3DaBYp*Ry+i zngEcGgo3Vlw(#bbQNX$8ql9fZef&1%$^6!Doy*gRSEci!{N9f;J!PBA?kb93HT4^%LBvK%O$_Z1yfkY z+f_xU`kv2%+LuYl4A1PmJ>boxr5`$K1)Yn?8(zJJsmXTk%VdW3N3$qSEDHg;xi`5dph`#rv7eXPg3(Z$@q3J2Ll3<=*rjx z&VeVsHTVV!D(9eEJ&G1e^&T}Bx30xu9EnHekFwOJhu63S^KeiPEJP($i%GTB++0{$ zu^v`MY<$_zi@TDW*_kt)JY_U+?)^LXr5#`h5c~A44}lJ;R1H<=eE1t9f2@8#&khf> ziI$$Cryd$lQy~D{@2i)c%eZX+7lc!@k5QDZBbZ>{S&Y-OePr+IH|o**?Dt0G^1sn^ z(unNdxURae*LMb~EO*tNi9{djGm57x^s8)sv;D?(F^mejkjCMz*XMyMB6$Kk+zCkK@Nk8BUtv0>cu8Cws%6R&%4H1v)JTo>l z&SCY-ya&at_xJlHf%mUTPWvYFig0~1noAT9_TM71Yd>V?^D+G?+MO;SY7Z)Gk-qrL z(Fe7t=$SuS7>?8%SBvMLvJ@+NXM0&l8^6Th@^jnWUMhE|jSoB_NN{uJqk4*8pytn6 zf-82lj0owps`LyF()VMzz2ou)WR^aAW42;8)Y6DkPploJS*8yu;dpd!(C}e-1htwZ z|5F48x~(sP+E`4?=uC?2bwGB0^x95mRJ--=)n0f(pU%Xi)D&9%VvX*gN!10PBa~7Z zuYN{WECxdZdKplK)cK+ZtlHYeBzZ=!SQ{GEYT`L7^ZjwIo7{}XA%ipgvpDN z^VmyM`?E{Gd}$Sb(P|?P7Mj~O@$l< zrwf!wWb@TPPYP6GMN2ntR14o+kE1$fj)}7utO0f_IKLQA^{LUg zoL8Gee7Mfl>{!8AbXt_kp8fWk8$1;%3%u`}2gB8izSdGF&a}u@oH|-ltEis&YgT zgLr@hc|sG8;8jDuYUGG*(XaNUH8K1n7b2Hyq$)ML)7U3sIm${~qvu=#Dg^!;eM`$> zZ!~wA&@{vIS{r#k-WqC@pnYeE{KkN$S?8g0(2-*jU~Aat7e!8?P%f+4R(R{-v77Pp z_N;j|Jst7TAs5h(Sb=dr;&+Jv_^GT}m!h-m8d=n`8u&#E5|{IDnjr5P-Kp!g>hFRj z6?E#?^%JwF+UvfJ<_1_^d+l*Kd@}LvJM#rZ_q1ad;8x^Da zr;%!HdhL?>j*N^#Ur)mdjWvLx7wlP0%pD(xfo(L$zsaB?*g!YX{_lFzHB&ntXbI!} zIPp*^*JfmnIrqL>5BT%~FOE4&k3DFuEh1vSR98Era7|$2hB1LzV^bo#?25@)`xiYi zSbZnqsl=Aphs*UTD^lt8RYf$3;rco5Lc!lbrknW&{Og5F!gMSA5?SYGy5Vb3TFmtbO z4*#X&f%k=liwOJ;NW|S*wuG^&&qkOVlfUHZUEJKXA?#ubG^r>k9{j=q{aD2tC!QFC zj>^RKs0)uS;Wp9HsV@0*EFK_qw$YN}m$@*oY1EmBPpwX)u3ldx7ZSBBHc&nP!bfc< zRWke!SrNwWXR0y%=QY#Yk^6`qCjzySh5MlcN1ZEIKUH);Cr75fr0^XYr=(9WvR*T( zYB0$FJX|&uZE9wLz|3tfW~~Io$h4B(K_#@Rf&sz`n*(QGIx2rm2?daRysqh3JDN3i znXG8wNHkj)Fg`oBFX+*z)8?eD1&Io1WD()baG*`?$%$bS1a&`BZKdz9kb{rM9qR3U zpwr~;N3JkijS4gw@skfN>2x52Q}6u{EfXcI{1tVMEmp%W^7jiNT-9v@^vNX_pb~cm z{4CGM?Sm6AV4(+tm}c6q*?FAoV?x$`jEpyl2NE{7CGgG(>#jeiutF#kDyfO8tM+ar z=)ZKg(w2hjzQ^Ic?~~uZ*RQugA!0s6A_fLc+6b=7j#7w3UR9o=nLG(^TR0AUxhp^K zH>10D#qbF9E^r@&)A9z3nBY_=O6DJyCAglvsQ>o%R^V@=*jVBBflN=&CCH3^8mbto zw^9MdH&!O8%QwiX8YNAeM@w6OLSm5`!rBs3`Y+_*V}e1zK*5l{+kX4Zk)49cJ&L%R zkGrdGl~@I;P~f8) z|GugySIExBDjbxEoOQ;`Jas%9+_vz`gFZGVUoei59Q5&j%C{`&-K? z0A=vX#s;FexOjGM(e3p}M#-T#`2v1J5|$KTktYL(03q|Vc>pwVtG$oS@CXQi(t{Xc z3>lf533ixF-t9s*@@|p8K?ViuiQ@krG;NV!TU0`nI;Rv zY?$8COw8%0rFU=OQtua)e|s7dl1IpDR5f+L3(f9BaozYhaZi2B`FdzB0RHg*_n#&A z`X3}mmvp~Xs|6mNCy*rAdnX?UI25&a{;9{|3?di z;R>Q;RAWZ!D7o((3^%oplf@xHN<4ELu*W93FuqLZpkxg zr%sW8*W$>xl!9{;*N)G~&11m6j^Sb#ruoOB!fWJ~rvNvjfVZ<@ ze)^vd3Ldeq7^tu46HI|z61cwLrni?-(`i84zgQ-7b^Oziv?D&;s65T=^cZ3CI;dk7 zk=@HZBtAY*`G)<4dRCQ2%zokF%0Z|M;l^&r0eL+nICq*mF4gcIXJAE~*iw*O%Hx9m zJ^P#&X03m|Im2x*xa+)||F%;^*E)aAS03zjw+e<8)dOjhd0)F7to1Id|8Q1l4C~%u z->!DQtI;p{wx`K3C`g@rW2!umk&k2C}% zl;q^(KqXyX8zYsTVFveZdBfj_Y>^@Q+_6WR>m8JN;;o3Ve z(6h8eu9U|2TnIB>Vh|YmY;Bp~5`A1;+&T|Z#xNMHwxm(9;uy5iJO}d3ycC({gmhM~ z+d!$&Q2>k~t9riVm_}_MfNR8jpO7NYLOkSi0tTrAlNT->7wz+rQC%G!lrQhT9cj9^ zd>Y(Hj1Y1#g_~W0QYUw@`%X{veH`NAueEVkPH)3^b6;OQ?0l%*qjq<5dd!VGq>QFO zi@)b8mlq&;oBogG1Kp>j(*}lACWZuYuIGGpRTfzF={QpsY#CTze#`u~oc9b{^cQdm z(TaJ~x}%TD4!w~4AcY(U>_ZgPxYfT$m|rtqT?xjw&op~56Z1Q=xTEJ-{Wnj=|02Hv zDmXn*E;!jo;Q?>Qxti$Qlu}mafLnif}zx1Fl-v8@~0RWVZi4GH2o{PyOBVNKkeNCWDa3aYM(#T z!1c%Ld9cIG$%zd#IwA1a4GoQzXfm_t)uPbR(b>)~{;#%>Gx_=6{{9@}jzFODmO1@1 zR1LHXBBGAJf&L17!c(AWsxR z&i1*G`xeB>$qDYo2zCc11Afm_n{1k`FqOcjci2=6E}IgMEFWA^-GW+ZLFd0j(#GZm zxIj}Ur^@31X5f=K9Tq0!wv6h(G)x4H^h$25m}I6{08{xqpyDilCcpiAy1CvR_H^r4 zAr_Fsy8u#(c;62QWn~o<)C119#-6AbD5~mD)mW)0J;-`^?$7Zu;-T3uG-7L47gaxI`1(^-iL%d{vzP=7z}VH;PfJb?skn!8~~pUr+fj^4YvUs2i@^% zmFtB8*?mzx@QJ~_vSWoR6mVZ77_OeP?O$-a=gyf`MY)iQ%@LS7YnEPM-Yl;Um>d8@ z6bG0LAn+mYxIKxq^|7~Sfh&B0M*k56E;ASPyO=1l$y6tP7Ow+38MR*;w6_R-2Lb0j z>2%dOH1!w|4Zz&R?M-VWB_$;*EBm@`Z|iB8FIyb9PDPkvhn848{n+%0(RZwVd2BhY(0?R=ge9wU}mIUUAX|;W;v1(4Y%|HlYl1KE|3EC^hFY26Y17uu#Q~&;Vync z!lhRnone<^kurSw67CJvv-vw&syzmxX_CDUINfh94+ntj+v7_dY~Jd0{6Dk+vTj;o zh6F+(M$C-y>uvjECDXY9hDQ;x+`e^R*Gau;eL-I*EZ9lyV z`d%JH197)Oi>H!9+W&0Db^Q7M8Mgm1BRI7*Ywa-hnDk zL#nq#vlM>v!R^T)yZ7aySE>K<_XGy`J!{V6B>!V4!2}-vx(!TBOj#9`X`TC>VM8FF zgg18W=j$=x!qMOp{8o_SbHTv@CHuezTkW~8CrgV1q>T90)zu)N%1es$o84akGfS?O zrT5pDe&fK^d<51T++|ksW_x=(aTp|QB@-YK6=DZJI(vC(&ljwTg8u>)UXiOf_;f~Q z=2w=M1toFM(|n(M0NQ^Kzre90>&tAa04hAs~Q?Af7QeS**zhb1q#rtMuVv;Eic{K z47zUB@L0+)GD>jhEf`J=2U&-Og=NPBV5(E%OF9hDG&M0XsoR|f$4G#IE)Hz^FA`bJ z<+ZJ?E!*V>k^gXLeKP(ACaA)-1xRM=x;gpz8-@pHsmGJl8@R$^Oh(xXf3Iy+sz4yk zjlBK+F71H63YE;Zm{!C=bi;kImV}AFH^VzOywEB=udAmw_2NT)i!l=(8n7N{{mT2(AU?84;AoCf>Sse=K>*}Gc$zKmBt@ROPT+({lTg@cLHoh=EGkEVNp>~ z3k%wX#YMYC;R?1zc7S?;!!Q^=O1}z}Z0Ci9gw}vq+jbD{lLydv(#OT!z3im*k@o># ze}8`>+S#>tvoy%Uwu_Q>rNdH&Qrf-Oa8I4JwRPKNZe)8OaQJ{>9ssIl7jPnk?FT-L zf3*{NTotLQ9enIgQ#PHT#4f9jd`K1Hoj*T|R0Efy;@(EgvFO68qjm#U4m6cAUKT3e z7z@q}04Ty`YcyM)m8;Iw))uX)_2e{k?jUfs&Q2TP>YkaIMzzl!Xe#_TAR@sj3R(`c zA&5^k3{?#c4dJf`0Sit@F#r86zGNRX`ghNDG&Dh01n{;GfUc@HgZRL8sYU!65u%(a zX1HAkJ~40nB&WR|jEtJvvuDrX#z6bouZYspJE2#X0EmF?Ro!ojorMLRD+L|&&r2NO z$6 z#%>rkB~Hg6Kf2uC`rzT=bpjPRI6Om5iCoOA7sbNLs%Ly0N59^_xc+7X_)Iy0CuwpQ zwC&|Pc&MpubwDo%K5~%Gq=fJpS1xQ&#)o|>_k>P@wr3BhUXQ;sWOf2mUz_iFH?X?6 zZ2WkBEADqmHZ^hH|LE2a)$iLUQA5TRs0N-3RYb0ujDy3XUb#D?q3y2y^K$%he24T2 z%+hFAtx1y`luul`xw=}n5KOkOT z{_P2TfAOC_y#rf=j=ugY6%{OEV&b8Uz?8VSV6Yl2EG=`&$`plu`~l8F4-XHZrZt@? zQUy!)8C*94gsF`!Ej^(11$sp9b8~5cyA&G;R)JYms4&{r)>gh$da9_n{(f!!{{B8$ z(2X8gG}+1O|i>#l;ys+;QM zwYq-e>njA8f`BCi*Y|=h|F}8t?p5%4bTDS^Bd(l9v6 z0>0|M2)b1P>>}cQ1R>#f>;-1re0633@uQqN?(o4?=`=c1RT#Da0rKTKIOk(rEEb?D zfLSJ(=6;ca+{49TjMxw!omk@U&q7dU{@^^)F&%d$atGPUv+<_Yai%Lq&Kz0NB%7?HpsT$nR;E0SB zaHPrrh;9H+m)BS^@L6<%fxKh;u07!9anaKBPf*?^CMLonBVPfO9=vmz4+Oebdo?2* zPD>)cfBy!jgOCDiXn6*`An=xp{13L?I;_fd{T7~t2uMjQAcCZ{N=is~h?I1Q2#A1$ zbjT#6krE`NyGsz11_2R}Mp~t$Q}Vmt^*iUg&h>p~|FhTHdoAaj@B2J=jC+i6yYFBl zb||3d1pOlkya|xkecwTs*v%O3Pjna&l~CWo3k$lADXjGZz;0btN0X1*Z6g z^}vGn>c@88aFzYu&`|tmwzi0=&z-gbdao@EC^0O3P!tgd1-BxEeR;0z`i8{KNK_4z zMgH-)(=|gkc!}QQ)#5&;QKl&68TFgH7nY86I0bE=AD{76eq#6jD6N-Qd@>x9P^9=7 z>hs@2KJXNQr{y@;?5{r}zczVTD)unhdlfukg0keJTHD*P!44^5;sGQ9Dl8m==oi@e zxS=TqD!5a|D$6L-zJo3OB`;3~j9Fs^KmXe6FG{Yfex%fN$o<%+bM+xj7S2{UC_Oi~i!dvyKy_}J}tysqA6z`b;(#k}rg zP-P;z{H*F~a^SSLH2Y&gEM-`6j8Q;?!nfi&lZKHun}~?Mh;RKkf})~77>Xb+ELfL`1_Vq*2mf9KHa9YKN*YB$qDlV}===2VOrxY#W|_*FEaXawE~eT@@Pfwwg` zqu?Ql+~en;Us?HTr^#oyCG8GAy`J^XZ~P@0oyO6ps`x!@7J`o(Tk`1u(O^6Qv504@BsM1YV#IR#K+i zxq^@XIyN@eSs7bub!Wa}s^o>mvM!Ya$8YOJR#MD4b3?U7)~ho+gblCXbzNdBBX3!H zuPn4{@}q8@0Zr0M53+PnIZ0_~kZ`Q?e>(o%9dnD%dWgvjYN49Q_32Mk$_bqQdYq+B zS*-^lg(h!<#(5;Z>KiOc&<6F>xjeRws#ZOh&)PoucCWPUCa1`Li-z;v9|1Cq{)HbV z(nsF9X69Z`2bM&2jkW7#h8-=quz;lc=zd87ho}B@36rG?hk1baxj_R};0F>JApa>}9k^ zc7Iq&Tp#4Q0B~g3C)#-d%M!;lz1K=r$b6=cZf*_h0_P z1=BR>1_?omRhz7>4`493uGt9QdYf%Y{xGN8=bxg|Ut9)gp65Q5%Y?h$=?Ew`f45>g zv`hz2F&cC>*q9hFBY}c`Z1q6zy-z_=Q5cw(%>gygBCB2?AQz5X@sSu#uzhxS6Frt4 zzf9Rdf~N%f;@L5CfqE+r{p3<4iPSF@<9ZC+FHNbbsWI{K9Xd|vYO>IYhfH6pNx#U7 z=_r`MJ-&CFm%!wd?#jijK@y!oPBJOnhb+a+F7)1eS6}@6=nvZK$`K|8yEMjEZ%((y z?a1S_ZePPIZs)2L%@`|!T5j6l-07&Y$6j%RY*Fjpe!N-Hmm%aAQzyzywPNSBBD`gL=_QS|Cw7&R^N5d;(# z-WK@8VmFX*_wcGS!&MY7qzj@x$3>yc+KiLJ9|}K(h%n{Zf4uW4&*Bh)m|6h2eN8oJGoM~6CflAsx*7nk() z%o2zXS0Jy>-LOp64bqTRky5Bqncd|<&HYLx@Zztb!X^md_FGf{B|>(+_Su>w;uKa@3Z?qELRd|1Y({A3P?*mX^4r0+EZ{D5;R4<6pk7 zP$&sQ<<1OutgXcw`K=Xef9~9dpEz=GX31@@#KXwsvbwrDnAyE2717#!v;;++pkVSH zHsVyBAO|{34xzpk4d#S78!7JKt0Yo!)2UsTmaD|cO@ceyICu#T?_Q}VdISIaYdCW$ zDJhWD+m$@w{R5gkFp{IbYy%o11~5khc)&1t=xI&hS#7%^(Fn%7icOKXFO`KN{7Hsf z!>4`TtdZa{$bhGi3^V}=@ey4Zl(7v!a$Eq*7g@86mp)2~$;qLJ7YVp6AQdrypxIra zp`mks{sf78AAbPy9|E%k$GoMAn3c4@sc+jp8g_J|CK4K`)fhrD+><00I!SQ_^OnGXS0Idv7G^op`dk_l$XB@s<1#n?P$K;R)LbKva)gj5Jjlv5r7R! zt^l~uGK^QzQVi8KH4pXm@u{e&;7dc>_Hoelca5!==fH5xM_=9W*Y%%sQ?g=+;a(h_ z>0BQJ=gT0MwGjG0gmWSUj8=AL==W^tHDsy0Rv|B&cy6Le+@p10H0x)?0ihGAx&Tad zaCSyFHF-Ck48!3B8J%B(4U(S1{ z`&IyEKZhN&ym(V+>w?oqB6!MjC1)Izwilrtt9WY5PjfF5@>2*scJ?FE?q@=i=#(E! z?LqlHGzF&?pv(s_YD`_K&5l+A-WuX#0q`>P=5rvR1)g=huoX~p5pNs-P!O{|zy>X# z$@{j!0kDyI1+{>Hz)%-J?|je4d66m`njrr-ZxpMhn0G9`oMvmXxO$y9m=2FoIi9!8 z8wN|_T4#-3&~Z4KBw6W`Na3cJCkz87UNNGTs-&be@adI3Lg)kpxxnQVvZx*aDS#jc zGDru_oos#y2D!7jg@qZ|)u9|*Tmm)NiuZp)5z-3X7i#O*SF*lj{wq)v#R_*p2?1cG z98B(5)YHP@c(wNRsSwSwTNkvam^*Le8+Ldc#SdY;5oR8LwZcG2u-@*%hK_bM)o6BC z`D=$qBh7VmP$MOHSFBW;5lxcQKA9{cYfhazsxS?u*qXrVLq-68ets-9 z9OU?X9(&I?4L_2AV7mCQ5%DnsyPWoF>mS$cVn>H-43$UE*`}UNp9I^_f1g@041U;q z#?vYFNVVC8T88MED&2h5Z}I60H$5w;1JES(F~~XDSLW8%(n1_J0i3-P1xAvK(8j3R zNHfNm0!#p$!zU$ZZVnD*{gJBjauT2+!f7h5qRY?-0eB{fCsT<2)FW(-Bss7wJ>S{H z<$55}rofA^5=d=`;=rpv`tuX(uh0dGSt~vf4o_1G&oKY{a$$&XaQ4CAM?*_XYf~5j zz7-WEWo0iJOk<(|o@XF^W1|{;@9tdys-DJ9!ps#vl2-UNcu*mVXkFkv5M}iBmC4(Ek*Y6!L~C1CV^xowVxp${O_AEv zFnQBwqA6o3Eq}2D9d5Blt(D_4pta%H-4T|4WJNg|T$9bs%S!^?#z*fH*QTYPpS@|| zZxF-L@l~D9-b;E+q>8a&m2Pfs4>&1rK?!|40%$U7#C99n3&)cKJ80N1Z#M3#HLVxx zRbYa{=};L|KncFm*|JbbJJ3nRZVTmMq4rJ~{Xn4OzD zVd9V*ygtD?i1*H&*HECrV4ctDkILTWEd9pD#(0$#F&vX}x9x?ehq9AF+N>MqyTc7* z;yZzrzZ7?0-@-s$UTQEyXR&t;l1NQ{O1@nxC$iejQ_|eyC^k1UK`qvI|AB1IKhJqm zsgOzwu7awH3P}h-Sxa!{z??O6VjX%~b5H{eoj_}e@`D!P7T6K|$W!lvo)oc_g?}1> zWS~1Pud1?jHIYfs>Zu0hJt-L(AI!j>)=79B zIe;uh-=w9bWymRk^YLq_$Z-Ru!0e&r$B!!JS$y}en{`9Hho;!2VqUMgtQMl9jeG+i zeV#u_GwiveDUZw0GxxKJGkn(Zn(wq)@Yzl*u8<4yCChk{u$4qEhHN`{4kvp*)HCw( zf^(D;5rQ%NIs^&u@)AYZArN&CKUM^7&rA2|(W#Tc=tZckq!MQ6O z1gCP5vz_k}7wzB>h4e@Z(2l(o=8jP?H8+2aw8}FxX(cb*!MF<-3RaRgGLZ3Y93R)n z{~@hXHZ9EiDtYgl;LaNFjM_D=(U=CmM~7D(R>kehILv0}`a7v7Yi`XP{6+uGe5to= zo1w%c7q9m^g^}TTc=gqNHsVLFCW|6kQa1k%&2Du1kVOUyGaq$-qM4zah+m6_`N5K@oA9yT=3cn-Ff?LZSA0U+>pdSwq<24x8)i@cb8cvtI!a@a^6f)j z!D#j_hpaj01s9GzVP#<8XG)w)DfWu*(A^^+)a2Y=$>_Q{^UsTrODWvHRrb?wKRdG9 zrdN>;MQd`0+S~4TY<^YKjmRjx?$`8;4jaY-V`kOk8-gb-c~-ku=&x?v+h1B$Hlb?d z&)*Ns6-Wv1m{C?FOsm?B_{>(4-x|4#r{G!J^@Np-4!5X%=!EBG&E0mvvP1ux41tYY z3e(p9-jc}JYW2e})L~ejPf(1W_m$; z8TIbxcl?<2sLuYe6Q!uKeZ5R8wDSUltVV;6I=tX*ZYt)7Kf(Vlou5~44)G!`4CIIfp z4AS0l3AAS&Q4;4N(5+I|wY*w4%P!4I!(kNP)pYy9)sbiY&VKzJ!9j(7 zYYw;!c7Fdon*GuV*3z112YEZa?4+5ROghOAS>MQD2AO>%!a_MnRIP_=c|QN_m+j}+ zSYMm%j%l(s%|a%ED!(((+Mviibb>`2&g*cC!hs=T%6U~Bl0UI3KgGuhnhYm-qZMc9 zJ?3L|&MtlN`gaGA*RjH-*xGq(#Y-yp*}5n%!#QxftIw)oZGcCTUdm;i_Vui|o=DQH zPvjZnMsJ1C^?%gwr8efTm{2{xPZc%XI4S!W7sGEyiH}>XyCdgvJ#vQgZ#<=5eBSS( zhbCbhSy)NDefw{C4==$FmV=j`6JaOAFy5_OSxMw?mAHXnU~!N;`_=ZCxjB8|Mq906 za~5k3JjlW{o#Uf5F=8l>_Vd@4LP@u6u6}iYcVM(H?)jeOusvH`M}db;dMUEOfmkRi z98>?k(i6g0e?xRn^vyKsIZCCWXMU5sk_f%vVwboJK>j5gjh$efqGuasKiQVtaGgHN z5j`8ijlWr!bF?MrYSAtB7tgobh5BWMLq3)`&F1jY8<`B_^Lmk;gPR0@pY%Pv*K>>E z6Rxp8Qrx<&c3NfKG^Jj)E_^rwjb4CTU2Z8Ct9iC%ZOR)9{({&#D7UDG0;eLZBHTYR zh!`9gD`jS@;b};X-7`|zk8ZRU1rX*%u4qTx^w>wDH(T9)gx|-W&FBf^&!+hL3F3^m zb||H{+5#4&I zM$pzg(vSP~edjHJUzje1w@p~4QLjJgba{qm#d$6om0p&IM34}VIH<6v<)Ho;GrKA^ zDWtTDTO=xAGADw5`q*WGdyJvl`UOq@JbP2pe0=ilnj#jVuYWJg>j#-p176iO^Z2Y{ zUOTZf{lR2B`=_#byJ9?I9bv$bDy>J#0R_ zYgFMwx^63%=6PC8AT4kf5dDsTJYIL9%a?vo%SB3|=%J?kFDX6dKk%b7*kA7~9sRS; zQ978qZD#56vP6#J_*eggCOsqszTW8@iWrN$11%wtmejLB&9-z&rX&?XMev}^+eLX4gw}Y|Mb$Yr_gk{aVak@i&I8u`$ z;A)0gow2cn#2>H~#F7DR6!=6yOMShjAw)(R+v0-zZD_MsBM!HSd@}FX1U_pNH;cmf zT)>oVBgLcyRfCUf=o-mnN$Bkg=PFNWJEhf+&rO=OF-4zZG-THc8Vip^P?tD5g zsl)fQekvn9HKW>tivisj9#j6Y+Y+&b1*;$><+a%&6~-9IG9faj$@FFg#~ENZ#fx*5iHEqz&|-lziXAT%xKZzcAXxsw4DpCR&rf}J`4G5#pp@mv@w{2TtHT^mON$yiEkfEuQuv%|U(c+99h2F0Co$Rx z4SC)19wUXeIiBdQeH`r*%SvlX=`UEFb8(79g9 zA|4|y{9Raz`tm%H4Uf`s~pNEdRJks+`QPKX#oztE#7U zzt;(0S*ACQD`-rM>fVZ%5urA=$_CyWnIV?9A|D#uLMxfiz4nf**||G^!{k7qbj$&x*xThQI>;q-{SWPDw$;H4*W!f5dk_wLsAhG8#}us7*g`R+Asudbk68Dpbe%g zLpkF$wp2j`*Ipx}A>fXLL_`Ea*M>rL@<1O2{45Y0sZn!4s6ci^fYe%dtr4&S!}^z( zKvc`oJDa-TVqEZ1aH!`fSB&@Gjq|KeUz^gC1Gke4Rh3t5cnPowwJCC@L^8#jM$=kS zYb-tzNf-R0ymB=rE|})4`^VFpRK&)&17^OdP?hb~B3ZedZ|D!3Qftup!HD9_M%bHi zuVZm&oNwrR{7Tq!_3*i7{O=3Cp_1&3~?rZ*98U&DSQ&6mC5&4_#n?=;Ge&9RY{muS@ z>G!xmYVRpJL8@id{}CR3h`Z_V-# ziMLycU1+fKE&W?(?U4FKsf&R9ULv*k`}Ws-F92vSPISU1BqV(HtlH}zvF&DxvG17+ z!ovfkB`_nyyr}ShK}6tMo#_4(EU$nIWT#036};1*z7}L21^+GbUD#ufZN}$h9cKy; z7Z+h^B~uD@$vtn%FIV6GgCoy2%^C#1W4?)tc1$<&?UdF?a<-asiTf=V)CZ`ebCXf$ zGm*=-wjuQ`Jzu;#i?IX;#zs+Hi3HH~^vCIjLXR7MF?59_R>$vMwbajEwz$$SUNKoo zH-6F*@a4zy1-Y)^dQawl_+~+k^XE8uNN@?MNksTBCN4jmpp}&ZfRh4K_sI>x|DdWLN-`#J&JkKznQ@cDLOUL+87bqzwHFfw zt7se+I|&hIU&7id^A7x@lN04lDoV=HdVwgOQkGxl4pd~NZF40*%^5x)-KT^om!N#Y zOfhmoY|ZbeYUB-vs$<&4B0Fq3exfAK>(rZ-&RDGP!^G<+x{q;-WZd38dVN%!X=T#k z7OjnzchAW$VyQ^Wy=}<3KiDfrkM%cVV75Qxtq@F&EG+!6oWS=%n~_h6Lv}zzy9NHd z#?MP8ky*FA?symoq2{(Cvxu}6rZ}my$AM#~jpZVz-UK}%ddwV~z zwB(;uvkg|GShraq3uJcb(ZeG{y)I+vqXNyCAcXrcJeWk%_v9f7cp@$iS0pl+Z%^TGtmyXt4MZ8Y* z=M`jb!>x^|KE1;&&5D0uZu#?*^`&>^yLYf}6Oan(=$baAKMqL>_#0O^aE+lS8@L9i zKZoZ2!@U_}aDj!Tpi=C)`=r)a@*V7GxJfd6J-)ZUzm(rY{)snC_{)gP{c9K~H0PwA znz?9Njrym$5CwdCH#Zp?<3M~A9Dnf9S)vLT1`Ui0cX@Q)8oRSYMqA9wfnn(130?LZ zV(hXnU*Kt`CkT98(z~px4fV0K?p-mVQPS0m9KF1-++I$*xLCq@dFpjzk8>5RuZo3+hD4!*<+c-<6i&9 zxh#wOkQ4Am80Oa|+X%p5_hUl?DSS`jG{c&he|oE>f6-BpW1m^HE&+>-|>ul<;x!i z*pncds4H{Cq+N)bA;q&b&rhD)Wj5u6kPODJ*|yE-T_$1?DHj~{Z>k^?aT)e6NDCS| ztDnCACTf%Aqzue3uFi@t1g{KF1NY4<)m77@qNKg83 zLOFbDpmSz#wr`<2AWncT^z;H7-{PlyN{mp7p?u!yj9OBY{Bn#1wu<5xh^;6Xo#*c#0jJ?AEiJ(ZkKJuJ z0r)VEM+n}vc2jdJU)PgUAjvPUtz~`q;5Xu4#Wgt4t=gx*=|LsmYtf#^Zo76QG~~Qk z^^kYO!b)p>Z<>Jfe1!!@pNzx4)Esu7IT=1tI|bO^xyWb#??b zrq&-W*||)<_9qbl{wz$30n%tW>s#$9Gx**)_V_HGEo#%ML8)%`-OMbGg;5`$pb+Mo zu_N-Ss3&VTL)uB}wNqKpwmUt9zupc*jKhN6R8l|{qYm;1ciA8!x=^4sl}}S_vMXzj zX*|StXVTp^IliYal@z5&*E|y!`^qP@wcu0IyUlq&ZL$=-kYb-NGYTy`vlhQ5gYRgX zp&m7@?rc$h?`ePkD!;z$(iLx2XeK|@FrlljGFD)>-o6^zQ?v!CzrF)<9cOz+QIy8P z^RR2JCZj?6(F%SLn;P$DUfHV|-rC)lSMb&k$}m#po%~9WT!@*EPmQZZjZ2L~&~_6V z1PG(f!$17++a72)Yh4tzD#UgrU%QDJzuKjpCT1dgiG-IxOIxeZzNlL~F?S&L&s!J_ zt#lx9}^Kt??GHmYQKpzyNSA1wQ@G`Jd%Bl1!SB5~PQB!^kI1>b|S9 zTQaMlLKJ%1@^6%IG{+k0MLHc878R(u)I7aajMF6ETszI;BE~85Avo}c%Kklu1O-!z zY(lGEqVj<;8F?eZeEes=EK-wK{PD5uT(qAR6)BC~Icde`@bX~e!~sCcES}nug7H_P zb|!RMFm2O%)1mO4rz;{`wB3qAGSDoaaYgxtgtw2_=ceeJPJhh}iJ($u6Jg>dNMrW> zPTFKuXQFm)^H#d$N|()xE5=?k%2B%M!B&dQSQr6IcuQ5;j{@CiX2Q0$B+mbSRN7xp zj2dCe<(Z)z7TpXy*M4^#CFa{0V{xZq)VuhPr-t>M-nT`9HlJ--Sr}RcJhe;n&zC-1_2NYT54Emks7RyYAe1x&z0@YkzqKJU4-w9h0A zjAbg>qDiF4l~1K!>&E_lW1@5_V~*Eu-krvp@PM;mO;k~ANpjM4M0x2AGpW{_v^v%V z)PmJgDD%ko*kQ-wV@HK466LMG!Y*{4=VA(JsRpxrNj_;E+%ck2>N}jd$x9=lCxPQ@ z9+8c=eYVWrGtH=fA;81)hsGXO>8y!F6%`bi0n-%m5(ehSrfcjld+fVv%)rCP#_WZ4 zGEE7|eq*+@(C@+fD|B+M;&x1ub=%xhg<~IJR!Bx6%j*1KUn}s$Bs{QODST$_V?pGK zX=XsG{a#?K?BzlNMVM@kLHnQY=a2bn*!pl)<+h31laBACeTlInR$Vz=?cd21vDRx( z=6P)uji7l2^~cbhFhSb~U@RPg(e(IgLiykRMX$X|0S!IhY2DP)SJi6T&8T>n8w-Sq z{8p%8iTHc`W&g2pbb22B^f?u^Ch{r~G+yVpsBzvO)FONENY(F`>SE5wAD>T2K|JS? zcCH4IPd&D1CN5=pz8j2_2Zjo|T7Tc;z6QncQ(!Qy4P;=!?2|@}ho3)w*E%HIr_9S! zcK(t|!iDSQ_qoF}b!x>jyW{UgQXQ*fubs*{OVZPHF!x6QfeUAH6$!onZV>%Ptb#Y2 z{HCVT9wv$(VRsCe`)O|?_Wj6U8He~rA56H2$eUc|%dQsWlYiZiWTI5o&}6v3|FZTI z9Z=mCN+fGT38E;<4r*HG0|Uxm>G&FhO(e`_8D#!d=&=0;4b|4(9vVodh>Gpn-KWiP z)gk=CWD^MBcZul531Iu<)|LY}ScgQsa92;l&uLulSV4#0*4r@+ARbPOPvoK0QOpw< zb#uh7Xw*bI-she-Q+p$2Zd-6D@6vIntW?S9Wg_y4=<yHjAp^nhI{*1l)due)VYmejfcCD2ad3-N-?n(Ej z_kG@~{21r|9E47zWEO!z6-rQL3?=jSmsdZnvuu!$A{n|lv++oG5yUYFEr#3VbNJq# zGs+KId?W{gAPoSGpl=&)>W}4D{g$#^4DGq1%UkkV2s3+c%PdzMS4){sY|EL1Z(2)U zc?HZSh)Y%5KG~%~AglnN!!Fk8pu8|CpqaVWTU`n~i1eATwv%g~_zo)F1-25<|X z9r)9v>^D7evoa1R|DS)m)rw1P6+FMNgUk@6laP?m2asy0`f#`LDyXPDw;szTyqeE@ zWPSdCz?t_oe#xU-|Gnhw3H_8|W>!`#)NKw9%MCJ2t+IzFZsD-*@EPyB|M^6Bo9+8A zDvo}C%k0=sQJf3~b%2@v#esHH-2eRlpR>%!h36N=UFhyflnG`&+e^OnKY!un@$D-|LeMLhgaA0jxY*S#cN1T~e*KXs!`Le_;`@=;G+S+L z@a9;=_w8+A0rACMm#pzg7IBmNp%KHf8H%YOUj-4*V1k_??cvq*D*XI}H z22*W^Yn@9+N3=BQ+y5FKKDQ%FFQe;_TOBHtVh2zuuHF~mS^cOHAhAoqvMJClAb`TC zbCH%!Zj!jq>AT(end=b#-A<4A#>|G_lvPkrP+*{7E0KntUbo}Dn(h4t3~~eIfwdBs zBU*YBi>xuj-iOb>bsdh;G|$>z)_BgRQR2YR3` zDW@(K0xJU8-9Q26T32Hi^FAgAecTbiV{Ugf1!0sA1$4|B?`r$lIKndnQ2{I-TV7dl zq*LSaYI=d{7$x2Fu%#34>KYqg<{x`WZm_$3wvV%QIEnnGtrdP<&`Co}^6U5SmVtrj z8dn4Uv!VWeH4o2k$^5{CiR!b!9?Il}9XpMRtHUEBW_EVpT&P_ZY@hQ>|JKpbY5eEw zb=9Pd=0QabcGHZ0FuXs00grDrv>l^fUcOBjr%kTNcYyal(%$MiuP`b=Z&LM?&_MO7 zFn9<`yU#m4_v&0)ldGr^^ZN3_D>CYP#rC!IGMbK2f$e{j51(gq7q35JCC3M9=Ot<5=an;~*3X`q!bAG+mXHq-ZLROKfG6Z{6Pkw1Gj5j%d{jFv)ap zB4*jIXw70}KH^&Cle?dkl~?n*T7jyKm+Opj3M$S&3R7~(rSkIn2J7=AZ;~{B{~i^8 zRSj@)93t8fR`s--3=A19yRhwn0A$yID8>KxbkYeREIN^2DVnSNqY{?pX;mU9@=U;x zdM#@Co);{bteT{o{ej79amPk%oDsi@tDkD2AvZM~lrRUOnbGuXirXGv{s z3h!l=5JX%u^66>h;Vl^AkhLUy|Ni3f{@QaFWyo1Xt|lt&e|{VqoSqunemDQ| zE6vT@&#uIRxH6R2!@w;`9WU}QvFFCCEN|AXmc*DrVmaa20>&*KPg8_RgVwG3_NWRsMWDYW;NiNxBNXaKIsOu`%`Z z^`+og<#LiSUIx$r1UpDvXmDNc@rds|E*Chf1hqUY?ttA&k^xID>ys3K$q>`mo)ZS# z0p2y5#L^tNgNBo55WjO9^eyH(cVAk6ssHTRO972wJy8HjAUh9_JU9UZ<@Q5K$u}1v zbhS08nHAL3kk!rr`&veR;0A55&fQ$z71G|3q44Z~ko31}h=Re%)` z$~`c>5TQA;TOf2e{gcu;|kLFO8;g0BD}3Vy*OsNI42 z(!y%-sn;b8N9v=-T}|DwZVU#r5#d=Qq~Cs!8T+39V-1gpKo~gYU=xdI41jRR3w!cb zD&TXgVbw1Xa{Xl(tq&2(@d+<+OjH_z7tH_lO+vx={p!n5G_AZGu65+xoGCRmwF4av z1AfOUbt5qH!0n*I`UeZL;S#pp!J_T0ot;*g{9mP_3I_IV)daIWT+|jI;ex!uFc>mB zp+~(96UNLrAO5uX{lJYPwKfoSWdC_s^FS)D1EyhD>FIfzz5osjf1Nk7?gR1%gryl2 zgafh&#IF-S$P9Q(25aLWxyrsJSz229(YatnHXp<}ExalLCLqjuvOWn0ut9`yBY1&# zyQVq`;y&aTgKD!GLO8^1aX8ga`r+2Jz~KHvPR=FRDu--D5ttfjqVBJO4hLLN1zR6- zN=oy+T5RJfd6pD$J6)q30m|K-HX}JTy*~UL_{whaw0w) z(7{82IQ(k~q?pKpouGmOcCfwh1EYt9gLRSon#%vp1(=EuS7#!f2g`|en0BoGtBRXn=HI*6WcHgU2L7$22cq)uMXn@QCbpw5@3QC43i(_sB{V68{Q`e9rV7ZEl=x;-Ql<) zl3e|$uJ-o1L=zuLEiH1G%2$8}{@2oy6A1%!Dy+Zpn3=!DYae-ePY;xFH-qBD&Bq0! zMfYtq@KMd4pzlRN+On3VU^V&XZt(?%A|MUB2I?Cr_ll;NZ~E&_L)@b8sDq!8ekUl5p|xkZ%QfFBo|F z$jG^6sT6KAD3jV@eW5K~QGWgd_y<7kX?f%D;Gh%O!v++)VXL29uTXL}!~Fq{0fU$z z6BBkvM+dS1H9P7I3_y_SHrz@O4-g^JeS{T$!vuCmW{pWOGv|EWHvZ&F$j!|S>!{+y z1)la%{||Xn@%uH{rF-w*y(j&O>gw_@Usmp=B$lnix+jur*WUE>^ssbgJu6oI5)RP^ znW~V!LGfFJV~WP}P4udfLJ%MJ_od4WKW;D)H4eiN*>6&Lb8 zzK6{3F3E#D@bC7|m;S)LK*u#|7XJ@zKk)HoLf{NyC*b^5KVw9zTE;U9m58?~&Q`2- zJuqn6uKNJIScKoa1xMc;gxe^@N4%}AP5MtGP({r_Wbaa&0dWz8)o@{3e;T^l_rR&h zC|2>I??fz9U`bDRe}4kYRY=1fU`4X^<>HJO6tS+U-#sgC3icmKF_Dfa zz4+GG7Y%P&|8(Ez6YSP$gMEv}XNG$4t7YAcWp)QhH0jCvWsSJ`V zxd@xBMi8;q<$FU;afV5HOW9~hXs8s>Iv@{Q%B6$nN%XsSA#ri!NnNn*J|r`fv2lOY z0BO8I$94Vr#qXv8SkB&hAa77^iUAu*aZ&K3J7Ln!2a??+Cs=yQL>Bew(|vGnN5v>$ zBkB&jz2l-n0sGT}(#?zCYno#&p8vLUQ`!WJBZgs3n%TeyNrdAcurx6_36q`biS@*| zxDQ~t@b3Pr7pZs_k0`_8N=dO58zmn@&>{38MH(1{8w`yb8pOGvLr*?qgz8SbAUmS= zcP?Ouz^FqfB%=_rn=bL)@$0rubd(Hts)w;dj3jcm$$k&NitV>GuOOqNOQr09UDiLA zQ4ipOhE3uWj$!HR=?x2C>4Uh3gM)J?%Mn^BXv}56;e|ylh3y9s3Jx8ztQP|7|4VeY zjo|&-3u5DPuYWJWX@w9(B>^CKNxfury%Koia%)=mYPPPRpdUdh;5$)Biw5oF(3<&+ z7sg92SOd$#z_a8P5O|@HHhQ9>`}6GHfTA4nLqioxq~>q_pvll+ixnE>>;pxNxZ{*VBwWG9N~NoyO$pog z?J{4ho^jZG9{z~$8dTj}&iu;(lC4}pX36(1y;TOs6NF;|!b=`+-!anF)m4|zhjE8{ zy}&qOxOt z4ydodha_jI*sz`yx^4|!-NZBtpkJLy!1CQLuufwBaR4>K;1^%t{DK00;k3@ilv|K} zyNma2xkr7Hxi~pNLEI$w{gdY*Hx$(4tCY>Vm$Lq&5~O^)lm#3oWLGpSA^@4+!%ZIw z3=9k;D|2`QU%&BJ;?ApzR|b276-y%*C+G%aguW! zI3nS}zYZ6;4YuApfG`>{*MV#bS<2%Lyni%yv_SE_zJm^dO!Y_|>%yP!UE z1k)@8@CYWRPw0GkdgO=*Qw}$0?ayVsq1KT5bN+uaAC_P%H-z_jP;A{vzuw3uB&64{ zg!6t}pH~F(8f<1GgGLV~{+&=a=DZI+fhD{W67=960=vykn||=<7VBa7`ueV%!R~YY z3u}N>ChM99-170Xw*K5SSk5oXRN@Q@viXsleRU`eq3po{*K6|N2fGI#&<_4>x9o{y zKZ4wk=)$3_SVUxtcdgW_EFMD)gg-R<5H94E4<06WK?VcrWh6M{_UM_i`g1C7!)CB~U?9PDfMpqo zHIZ}>fj?YkfP@*UDE$AgRtB5XbhNZ!r|=rwivYL41z$g~CHeNMgo8dUokK*Avbst;_iN95qhnJsHNxGsKi>Vy>7fLftJV+blK z8||AmIs*g&;3S6xfCu~MuK*Q7P;h{dbC&Gjxy-IEqsYq{;)( z{O_6KsFR3E>;9D-R zWe^#EKt}@3Z33pyPnc5UbVbs&L7fFoFav-sg3hT?8_&oH@}ZCkuabgt)4KtT2QYV> zPx-=XK7?QXH{>r)4hR*ld}HC}Wz80k8vtBraAjzUe~Qs-*MnYV)q;8Y=g-cN&|(+~ zAoeYwX)CVd_`kX*&=+w$5fc?fnjOT$1GHQS2B5(78o+Br0s<~BD~+ZC>@Qo`7((YL z^bUFEp>ee+EaIh^rYi zs0ECo>gDJEb@fP*1+_tOtpQjhflmf_A;`XmEC^O#+T*VuN{us73i=-G0{2(fm&;Y& z*YlRJj4bZFzN*w^)O)q*VBnW8=Z`h)Q-XH@4qS3J0uQrV%ftRU2xv->mwsF1T{o4GVraI*|^-dHkGxL0e;0(ByUO{~C;NVr~pFxigZR7BX%UO)E--wJImUcPm@&MMe2`EG|##IS*N#=5EfdQy`-r zPq3m%F#S5RUjUPL=w%*1c+$fA@`pB<5!AqWYN@Rdv$wY9rE430mjD0*Ol8G7nVZ?% zzB6j}r`aqHdRK>z6wxRlH(7C8&Jc5z85ar;pQx6=kI$V?PPIy;l+pKs#Bp!RoG0%% z!J-$$91U#9D~4EY6{msJ0cKppLLwqc^au_QL$MjRMM8v648^C9NSzu%yP(q92t*qBTj^K5YZ91$=x5JzyiBwjTbkH?n^vq{m_=o6pSz)ZlA7}>N|As^A}imlD8ql z#pdPZMXUl*4-5?6k6Mv3UIwWx#K(crQJrU&8lxV!kHH`4#+cUG1;%L&A@wWltG{l$ zVaQ_t%3R>u!hai-kmUX29@m*-f@acKWA;};d%et@_-EdCtKu}bU+XsJ_+_$D$x1#b z&E(xkwEH3v-SJDj-?etzNBoB8N2e3785-#W@pJ=4JOTm&rYZPr#Hb3KECIs1J+ZmG z90KqIpEei6FJ@QeD2u6kx+*uGeRBnU;w2{os=&I&=h6QfY47KL`XTj4M(IqXW&aJJ zU*aDPxq+QS;jxIW$nNjyQL+&W2b>+ui`%-o@9^7gI(eV~I7txAf}!_`KJdSEPoeD&;W7h*}_-_MRK0TV;ZDigCRq~!%; z-{k*7F2Eu(XFFj2C-quXm#t$lF@wxLZ-P`QwS#b5?mJdK~%&* zUNnB%Bpna6Jh-E>`N7uW+s>?y;?8N=2eWd%!AqAvSYCyn za7hE?kzwT1YHDGzWKxq0HRT*{m&kCOyXt;Sw`3*w03B9;_{(dynw?eszi)i9YpaAR z2miTuMvYOJurtV5%Ch{*9NSSqeZbR(KTYwWGTlRco~W}7N|vXF9$VxlvMgr*&_2%r z(R|3Tf5EEmSl2o#IIR~6b4dm1VNH3hAb49x=L^y`4Uaf==H4{~xynnlR#n>Qtg@i< zYug0Vn_sLrj&q4c-hJba@>|uv+WQbRlS^`nbPw5S)S23R9y6&;_gda3mn%<7Z}7c# zDMrDY^odl+!nbMquq26TzqTH-qd$MKYC)bCtrqrHL>N4R0-$h&gf&hi%k}LJc;u@6d08`*R(!O2uKiD@T3ro?Hq z<0`+%bw9|lwI;QTlE*(1vO#tReyL}+J8%wu$Lowp zrK@wKl1RN1yhwbnIW;x=vd#8|4yP>K&DFq)ga+`k15{t3w!@qcFf$?$*gLOJYFEwz zJ_Ct=om&FT8vhqKB18*oDHyM(RzWiZGYM$}0~%1Le{^1Xt5U`ci5ey_(6GPt25bod z?V;!aRWl|CL6Uk{b_QR?+qkxA)xO7q1esAOSJTB#Dy7xd^`&F+3u~-3rLh#Q8OlO2 z6`Z61MP-@-CrnsY7Zep0HSAtfQ!_9$Wb^7D%xBdfsz!l9fh{GW)RJb_HNR0V3D^x zy`5EvcLxIX--ay`u|)Y+xS^a!CbT_8wiAeJi598FSusF}VEu)Gc;6x`1fjKPnRh^D z3kAD?>zG=OoNpkWaL|O=9~=R=gzR8L>?lykNq9zX{JA{$abyZ~)T3);_rTY`^B}Q(Redt+CJ#IT<1xE^LpbQ`=9| z7q_Mfh-=$!qMaFI@ajWUx;wJUSp3>BY|!TM#}_HkhAsZ4_5Z#U@O`P*@P@^O!T&V_ z75riYAE*DBA@V*N!9>BV8yVri>TSh!dcha8rN&K@xp&&l`H+R&0I`}uBdXa2b|Osn zjSp@8*SlcZ$q8txlTheYEStp%fz4&EE^~jwfK~HiW18)A8Ct zFXMdq4t78D5(A%spMJ(_nX(ehh9<_x6@C-!M`%=<7w44P&wfV66Np*^nk4XEn5+6O z9xJj069YH{vY_ZdzG|AdH-3f&E%W!Uz7Fnw!BN6y!m30ww2Fxf($@`rY{me0Z`DEf$vHdku9%;y%X*C$=( z8D?%gxk5u`R14BiXU4W0zz@6+WSLFmwDd} zV>AO11MH?|{%#}SKS1v)I_!aM^ZyTBZvj=++Vziai%>}^DWySa=~PNWloX`9TUtV; zTN(-JZlyy+q*GEr8l({fq~XqW&ilRJ{ofeljDd&Pd+im^Gw1x3v~@`9ywpkJ16cI} zCFEx?_qMkmLat^~*Q(hN(`rqz;(;n-zM(b-3$1<^6y`l|pGa#U?H$whj2nT@DV#L4oIBp975p4a{euDulZZ4xkMlNib;c zcaGJCpAHYJbUMTFz{;v`U~m~c8?U0HLoVlSgnR{l3dm3nT)cWxMN{+Rf2`6iVdxbV z`fW)~SOpByUz*X9a+gL;>Q_jQ*X#0B%y(#$*QfYgxpPw=4pEwc*P^>s>O^Xfqjf^& z?E9xAksEk;Vi@%#mihH|bC=drVpdj`9?}Nfzuy9&)13RdFh8ka6bF`(KHx3@#vpjmhrx`QefP3p`Dv7_Yl-NUi_Lg; zqlFh$E#~njZgf@w1JtUrYpB_YOtC8QyT0$}wV}AktkRMgDCJdDdf_97b6w#DjgcTT zTrG_7g!I(|C|D5?@DxTRQJ!92UVJWFEI(WHX-kUgGs$tm33cLZ4-}dD0hWMbi*aP^qe^N@N|&$rc$;S8hqTr}fG+Tv zXaPlr4VC)-{la|eVOe!`5=5)IwAAX%Nb&qRi)Zfcb}vIs?2B(oT$=|?>k;GFkBWOP zmgwDCBEI$A$S+QPGTirb?l0=~tveB~E6cG_U%vlDEsO3yn%Ux_p;8n%DHU!Dy<4P*mPQJcR#g#cXlOi9 zEvx{(6F5)NcD9Z5jt(8{3^B8rnKNEoEm)6W(BBID8#bpxpt|lgJ}}0hT=pfGcTyks z8p-!|f>)+)k7&^1KWM zF+u8u8@gDeg%RD*=cYDi40)x<>e3g~s@|8fB=1CQ`Ru(zoeG(#1@YzsdFgy$;-8$%;4C~tsAc?wD8k2qrDEmoqu_j4G_#` zcaIV{jjsbffrOnL9v(`wFunWmAsh^00CP&nx4;Yu|LOkr8P1f6U?@-Rhrdr`;`tOd z+3y?k)cUs~&KuzLLp*-bs>y0jcAmCG~NC+4dI}z7nAz zKXjXN3T#+?F<>!)`X~ej%ZBikk&*E=EKtbwFaIU5wXUhDsa*v?L6t>+JW}&nnROx= ztOGJ%c;k2Ud_=k2x`w8tC~UAxL#4kQf4O88@Q4I|*5FN9_0;YA{S)fMLqgVe>^!$n z+wjX#4p$Q@7Otaae|(*bdYN0JX&78zX{4zc9dLJM8spCOvRy3 zPZa3!8lSLodu95ndF=a>x&1DKQ3b)G_rs|>4#tEY?34kv!uovn^>d)c|zGARpC(-#m{x`qo89mS0e zuXk14Jt}+m(p5>N*_kBN)!SG2`BlDh3N&*`xhA!)y?QD(ZZW*+8xhUf=+DNn{qit~ zEomBrJBY%ku+sX+9^QGGxD<;^E$Fs{7CP-!=Y1i947L*zNKo%?3YF;gTLCilquTZk zIk^#8?xP>yR zp^@?N=rC=0k|IC|gGkit_J}(RkOblSXAu+J(m;L==i~-`fvN_~r4a&}0;4ufh3x-u z0lvY2P_-`G=1Zb7W4@J}#-I1o!e#CT-crO_am&=5U4ztfjXTT^!BF4(C=P4O)N=2? za&q74c$yTdhLmp2l5S2cI%mH)DTP_0$xlR6b@)<~BR)@I;o_zC8pKH4rqJXgH{cj( zQ6cu9NJJWFMZA3$r+=I0DB}TvU})1|ehkLZNbqerRA^F`-vOu48~e4hCsTU zip7J<0bB7l>rXTD8gfQN}yw1)G1oGzWLR&Bg zJVJ1UKtm--8f5}EH=qC^Y{}@55K9XS1DNIkkoyhhx(NkwjIX80G-opKcNfVqU!J=N zi!+VVt(m4L26(G^yYwJR=@tjrRU zF)zGi2&ZT6+^BZS-BCM@CO)|rJ8yfFDr;AdIlu6?*El}h(|~O)E^_JgBr>wukhNn; z&@XoJKFW?sK~j}Oh7FT^_^} zIcoH%c~ClOvn&w*h=u+ZbRGs~9sC|{%#oX5++q=4ZW{xxZOA15X)@pU4Sv8f5I#E) zv%6F(B`!@w54VbVg-6Lc-^%`Lr~N8%6L(lAm2jgvFv@$x1w(WH9*bx*Ed>iDE9*|{ zSH(t6(f5u5qB>7of@v_zG~LO0AAI-(YpVnnN8B)rb{zpZHu{@4ZxUc`40RtUp|602 zDm6IAf&0Q&NKwXVLZB^hfHoJ@Cgr|vvXXGYKX)q_=OZ<~^8B)I#6U&_PtLu+6lr`vM-I_kA2 zEFBC@?S`AQrdMn74wRrkJ~G(TJP`cd-~;G90#gAdjEwJr4+tgtb}O;&U4H)C7f1cx z2}Mfg(Cs7CHoy>}?$p=1J^G^>H`6Rfs`g}dnJ@Wsu154~UgjXN<oeMx_`UUcfq(4fWDGxu9N?!cEVG;%UyJv+vvAf)`|>I2{XmDLRNw6#k(EF%*-OLWa6)!T1Nu>t`{e< z)SJ30giwU&OxoYB{uI1(b`vKwH`V7Wq1x~)bYu41`%Hs3x?vE(nExrY;jPZp9`r@# z{u*M#p@XH$#N_0mkkAs9KTp64fHZO<930-l^dFHR@W(|(T?WUHPH|v{fmtWBRH3@H z_Ta2>`2A;`MrL92ltUNszVAli9^L#= zeg$A{{Q^F}p@D&iW@d~qS+f7ta~quYNnk#JLII2mxmJ+1N*T|l>;K^cWn1{Bkn)>q zmka{cs>509D)D!;E~cVx*FxI%n)jD7p}V(NZmRc3ciXf*qx;y&TJR+|z-D2pk@qe^ z&>Y-O#|dO*6wh;Wn-|11qtT%g{HeuFL_<+mPJyq8ZyNQ7wqJL~3F~~4O~#~GC@Chu zx5%JMjK-Id2?oiQAa$3Z&IwlLgM9_URW6~RghwpUO#4Y^D3EbKV)(eSnm?^=lP(?V zRru7vQ*f+%RazZQ1~mbSok)3>^hR=9X20~mP? zt0ifC>QXzyq-op2DohWz$C5~P_T5hL;;)sHxV|c55t~s;?T@Tu|338f^SI98rVkZ~ zk?mJ!K8a4+B@A}sWmVslXRXPe{1y|H%>k8j{QEE*O=+Lnts zyGVa&6_CyY(}yh)CaI1fqfls!r%%sG!>2mmDA4-5^q25`)MNadD1@3we(=3^Q6B`=8}ed*b2$&Cf8zK1ybTIFmU0VwVLK&CaDPYs;6=rzPi`3r$`AHv41!3F+ z_JaP4z5p_+hhs1Ok@V(27ODocu9W#it~LdkS~MVer&`8l}QW$ zD`Y76Z>jiWVnR$)v)(?N92?yI@4wWBtpf2t0J@>k44f2%6#>K+nZLl9!+|{n=3ItJ zUBy5j1FU-oCcH=s9~OQAL@GX~H3H!M#S?V{(I?94#?{L|e*9o;-H2!Fr$5s3@lG0z zN;;lW{gx&ATVbkNEy5=<+@!ulaSwh$PGcFJf}f4@baNd22fouCTetDMi%#**+9wB_ zRzE#X$>-FDmTo1#P060Z+BGlJzC@J01fD`~anX17X=D5nnfJ7J*(-v|Hga$Ih;X7wsi|+j^H8a>=!W zR+&?-?pvA1Rp*qQ1s|VR#R;Gi7A=BgO5)V<25>x|C+i7t`H@w#kZSK&lpV>d9SS6t zQ-muqGUk7sVrZ3i-KjarBH?e14eMJUk;nNQZnAC9b?5@IUQYnm@3L> zYmmM=s{y{|zmvFCwwZq>an_Rt?f;*XI24i$@)Ok7Ku$LeSwg0tz{iN%JdP7E-h)65 z+M?U&S2q7vrghFArjYwKvK&~D9O$?*Q;U*bVvswk`1o99EG&Or+AE&mFx7Omug7(*PBJRsQe#D5sklSsJ8{F!uqZ1~&@Nv7MB5`vY<3^OjdCFv3kt{~U zz9|aD8yDgKUVmX)*%#NDYeZ=b59Vkf8PY3YeBbypWB7xlAdqgR=QmPd7z$vDFuT)G`Z}s^8~+IKV4LER+OBIXBAHgZ)8gpVih4D zdAt-|=MEd-!q@@2p&6TUmAJl&q8s<%hd8RnvYQdtyWT}P(1CC|K%0Lme=L2NS1On&T)m2OehFqe4c_8b- zI*+74t#@zqcmk;jpolPyC4kAvU?yXJpJvP8`0gZ;X^l}qwbjK)uFA)2IYk;?(XNX( z*4lKPO;>QN|HONdRLtGH8e0ivPEPfKR(oURg6fvkLwiXqO5(T?I@@R6kvbO*WkszV z3Q_`zc3iyBPB9tjdPD|++VI_VH~xx8yAMQ)D)}5)FhoKR?^jR!DH!Jl`@~|Q(+g!bkp2@Jq_n11RZVEl3 zBcccmhz!pec4f&(CY{bI*1bW9Vo`q@m>A8Ue*(j81#RsxBqan5t+-#^R8Q|UgdkA? za~()PG!TP0QgRH?TO?S#j6ao=LkwYoYoljr83LnlkhWZbNEl$EwSnO~v>QlXWA#a; z6VIfk+#1R0ht2{*+^2%`H^-gr!@8JSh{klFLt#^`o?*uQ7b0|aX|cons%-Rb_ZaiViWNfF z&HXxvRrKXz+#N5e88@JLS4d*zv~6}IeuC5ihTZBAxQLGHqw*Fn-i(5s2_`I1e1O{2 zN7n&;Am1iwKROcemBzrqX$Pxq5F7?Nt&dUxAlTQ}7Z@6<5?t;jG4YKeUiBlHiL4DK zdHn<4rSr1}d;nzhvNDKr4cJ+;mu2^=86OXnDlyQu{F(#&v{TVn>n5sWAQL}YXa{QiQg^?cU`t{?L++V+2pn&i)`WL>g_@=W{Drs{ieQ{LuvG+*?vi; zc7(?ERmL5vrYt1^{rklh2lL&qTt(6LW;_}+(P^^I!n*Pq%~Sub#5KEGaoWi7PLDkIkwRdjqT(lK083FOXo1)z)gOytiOoe)r;i~ybJa$Qll~{;Xr>?|C_smJjsXG0$ z|B24$r+*q^*Vh()IjqsQ<-Zzk?aUXQ?%~J~0=B@Hg&mlN`=+I(VaGGPR5G=)`kBLY zt{Vq)GDAbd7lo>~_eIl=RTos>3!UR^-)PK=(q?~CCzwhRcIGOEt@KAWEw{DB7o36D z)^@mE5C2r2tM88q*N)NQkWoh`3g>h#q$P7m6&8`$><}sxN1H( zm-{b`F$}U%6gK&vWU%Jbsybjj9yFL7F8AkX^03M%%pTmU0t8DjoDK^Bh;6XDPJ;v+ z0Riiz#q@>-asYe(p>-9(a-rt>GB z@OMeIkj{Zb?v_dH2MwEcd(J#Wlr`D!1l|u+*Iy#9Cu@kwYLuSdJ6g#olySL(NtHqx z&=Of^ZVc;>o6U&dcu)<2%pP^~EjS@~L3as0A0A|1Rc0&^d`w%Qne>d7NL>9w%a^!a z5;u4)&J8#C8`L>becV6T`Wlf{!m$*FqGxDiv?2SQ`e#*#tyRP2#F%-9OYSGwDcD*^8J}`|QCpxCPEAciU)Kupg6VEd@nn1zzH-mfH}KUdx!N6(*3SA`S9Jw?{=a|qG>Z}jaNIrq z<~ELfpV$9wwYoJhQb}#c_Yf{j@O=x|<1pnZ(d#rw2Nu6SwEV}S!FVX$HWrvG%^)<` zhV0*2C>Fr#R5SDCT09k!5sC=Az)H+HOP1R7Ldbp8EVZGjWs)t#3ieRrVuxPR(HI!x zz39KcT~l^5|0r9!2k$P>0ftYN^7r2yl4>3DyR=_UoenK=V!+ui4%lB9`$w!F=&)|5 z{01gbTR&@kfF*&D)@z*BiLT$c0Rt=~1`;MyfMFx5>>$^m%gORxEh}CZPZKf%o!?6~ zO^K~&UX-Y+sNVPB_%zalOqT_fg<%q6cdSEMl~P;!x+4*M=Xa5|TK~b&ODEppwgDY& zj-qO&wte3Co;V1@K`aBJN!Bm8y-r<2?}&cLpT`LKwGq+^^()=f6~gaRtkfc8UVT$@ z%UabW)-O~So(sTxpdO0e5a0X6{*9Jb?$GA*-Gd*A(K|)tsI=lvNt|24Ki;o>?fi=I zG|qp;R38OHy0%CROd8(=_Tnjg{LF zVPpO35W&emz8MlM!0OW&o*r!sm+dW;`?_~Tny_dRp#C8L->@^Ru$oQ38WS5mNhY$#cT`S#lvJ5MTv2Lq?I=KvXjD zCI34Prrue;z={>R_*u$E>BW5srdhorZ`=8m#16zjygv%5vOw$sK1mA7b2>2NyJ8luV{)?lpo9gvg`Qw2J(HysC{Pgf zI#`DQqxc7QE}pUH3@TWjXwPk(#5nxf3&YI*s16nii7^70!L zfOhRbF442H>QS#9K2z#*6@su1;0l{Z2>|OCa!Wr^NJYnRR~_d#fM_rKh@U5`=r>qt zbiNg_rO52rfp_0~A5GCZ>eY4bb|vPZ@d_i)3&tVS5|OxL@;6Lein0tKBmU-$(W~_9 zN6dT9CR>7}W5vG*@^C`_`we%cUkBj^H1g?N@eVmp)(vpSzxPM}d)@!{1{gAZs#C6T zAcxR7#eqDr@L&?xdHcu%S^GUiQa2T(8PY;idBG+j)O6`^-yMxr*fm(cvEHCRo2zrj zHV5Zh;T7gDOAbc&nxG$pd7{_RG6(1N?wz^-ZnW_v6pA%#k)}Qmf2hIg%PU1Mr(z5Z z(&2Gmrmn;HG;1Luwi4fCb{;G*EnTCG2mrRHlm=gZHr#`&eJJp38Ux<3Z?be-8!`*Jiu@>y>J|c^g)g-VhlpuFB}wf)Jk5 zWR?kX8mcTe;0cb5jKB>L*acL-%kh(YVUJ<4h#Bs@4eboBs)~l{jsAT_=n*;{J-?uC z6n$8{`ryi@RJ$)V$A5STTV@GLV5J{OQ~d#~c=_STv@sW>fU}LTp0e=k$erS=> zRWqJq7;rlDZEbN_Sc;|E8S|AD;RzR0i3EafXiRjKy;$bAwS8?hyn{o2nx$&mFRhnt zYcv;f@0+`}w2+q8zUXXxDyH%twsg=1fcXn}yp3DQUHSJ@z{qa^G-AcY)|pLjVute> z!JD3{fR?I|1W48<6+I7m<$OPL0u0W>Af#Lz_>*fS@-eW|NR$*<_=Pe!q5v%p3p}*q zOC-BXSL(a-XYw9@^;INEHaaHYH=D@UDs!6-)&gX^apbl5DIfE$FUQNFI;Soa9QjMm zU8ETac;I34ixPkrg|nRTyC51EBE7y_#zFj-Lvh05CS3kTtG!cJ!F(oYXlBV-&&W(w z;MY6 zcnD~g6qOhlASDLThys-up~FdklAz{52KSTtjM@5B%iFEG2irrjT&MOALJ-{aW+IO@ z>DEjW+qe!)^MNlcptaS0$NMHs=;3ja>aq-(@jAi!7wilR-~3s73zURVKluZngjL(( zRcR>Lc-iqK6Wu{pppC}$JaEM7DX(ML{U0s>q+}=w6=+E|vbY=Bsmk!K<-lixGktH|yWF`xzgeMhL1qA7W2Z z;fWckC@WuqdKJX<96D7nZH5@c0AQtY=r}7=ih6}U6FnmUi%&DhjsHIcLn^831DrM> zl+oe<9@}tnexh`O0L^=HQ7=H83%Jhbi}P1MLF){hxE7Zg&w!=wc)7mXm&@4nPZCfN z8h`|pH=X?@Lvjt7wd+(0ioh9}1o18dg=OgCq7mZI0E82zJvj?vjlr}xV5NX0)&iTS z1uO@s##13U8eW(fgm2eSp_Ia;z|gQ&{v^y|{t!d)Idvon0OTJj{JRE+=JmUiY|6O5 z`=#WwhBedNEB*KpAM6&R;wV%hSgZ_;Nq`@Y4zh5N1hzx0d>Qx-ASvSD*@oz2LGZo< z4VxY`X|r~G2%-awbX*7s1)-~4Y%LfpKop$ZuLNYb4h+NqNU_@824oNj+X&z*faK!-tSO%= z?S$P8d__RV8@pk-)ff^UF6HGV0@P;uaa~Q#8vq=7?2o9q{%$;&U0ApRyiC*=0Aw%2 z!hCVkbkPELMduF*nj{|UukhN4-6ZPEpQUa*LPENcXjW?K%LtVnUJy1*U<6(T_2bXR zSHwWj;2fD8{Eg3Io`wRIYmMEUSmqg6-;xM8<}C)yLp~z7h|CvPPb=B^f($IVH&^)w z_M_}r)f*fa@qC?sRd6g3)TB%&rvi;q@dh;Ngxq4!*G9iDRvv|%fsNhz#IlIH6G!k=-aOV;K1@JLyIQo?owSEAG7vOC&3)ck9?OOqhd5stX z0Ah)b0%mE`2&Dr&o1n+D{-bVhUq1XwT~&32v2zffcQ9`Ocn7YE4=B_!KtIjryg>qf zpfFsAXfF~(=gV>~^dpB;MjLd=Jk}GwH8p&25VK&S9(IiV8x|Y*^kQ&!Ak91ie5>e_ zGAFx1YJuczD=OllWqDx8JlC1m#Co3v|hL z$MXdDoft~UW^zV<1DPN3BLRbxFZI7a-#|f59x((TvpP*f05dy?Z0WmU!9p~u;7>6C zmL>Uy$fF6YQ6mq+VnJ~7#>dA8zXKeRRGc)Mj%OfKJ3m~&K~jk2bzG24c@U!ZR$YY* zO#%=G!4y^Lq_?*>GAXHB{j|5y1zG#R>(UEw9Yh)XQ2WL-bgSv0_TcaTkGTT~ui!V} zZOW`Cd1RETZKeb~APSeI4cS>2&jC7_2j`1cpk>pZAWB0ZI3r3d5X8}g`6{BsLOp~t zhnfY^9%2avd<0)8@WdGj40h&QT^GW55zD{Z({!y0@3TsZif)2d9$~Y9UBD~;|CD@4IAl_F)UlVw_ z_;{TXyUm2!DEP*)Ch1_Ju5X7Tm`EW+ey~{~>fhbli^=zZD)N1aWg%Sln7FtMxU5Pi z_wU_96pTpBTxX}uNAIIQOGtA3wA(TTvP=Pj!V-7!=R(w=TwVWyp%*j*h&3vrss#H9 zQ1vdrZz(O`yv-?bj}q2qtMQN5;0g#);s7Ga8Rps3*XIwOHaSmIf?+k5{R;|BY-DW! z{}YJvy@`~Nz-IwM1X_ezwMf1+Ez*d9O9u`*I{H8E^)ULz0kU()Pdepk75WD|2L}O7 zP2Qi{;Q|H2b0Y0!2U&m!ZVPVtbgR7N#KdD8`^E2hZ7E@^LQmTgpMc|~?=J*ASC;(R zADF^cQw~{%m=z!pH}lgAmIj zFq!XssbeDz(jQ4NvA4sY!3;pQ?jLUm_ydsSfZqth)uKbv59cb!bPV^nxelfglQaaD z2cr=}uto?e)*u(T-8T69{Ds zY-H%Dn`AsUL6GBmxJ?B`&oxxk5*yt4-wl{I^$iVaDj{yy0$^^bUw>jwcq_va)_5V6 z*%h%60CEmuApj0bv>^fLXlRJ_8EBZ`cx*pSvBm$d4#R9u9IQqLYXSHu|7AvvnuTio za8;HRX{CiMDrvIBfpD?|#g!qXxq~q1D*zt~3JR}*XrT{rrq-xz*p&uag!6P9Fyf{B- z0tTZ5+%sT#1mF2#RILb(9Gyjx`)j5~wl&Dz^T4F%b#88M*2q0@DS~RocFfX3{^f59 zg|Yh05j9;%n2iZ_vtk4i6@c6c@VwYeH;kLz)OuB?Yhr2&x>a<r`ul^c4&o#LD%#kJX~eo5yeYoH zePg_pk@WsO6ZeVnV~tf5w+vW|RLpGWEBE4{*;t0?K2CZnvmA3?ag$-|m%(($hhgrJ z4s97@tVt?dRAb!Z`Dz^hS!B{4_x$_fJ>L$qkpfkC#J&*gdc4`#u!85YLeSm~HaO(a zAYuuwq4Y00tY3X8A@CH*R-t2)W1zrf!w0hFp<6;s^Z)#DKsn85gD|Tc3NXY|0chI~ zA$*0yVX*_-B{~@j0hryD!$yE?)UXW# z_+eZ&*7y+Ex((*O`hhPF?cUzr?C;-fu~qUe79A&P=YUPH5YNyxh zg|;>pxFNx$Rk|SPXdyyW%EO~!m@PizI}r4^+kY?KT^UP?+Efma`dVIp2{mh_M2U<9 z13owIbn>Am+Pz^nnC>sm9QGb@ih4MZ?TSU6(^YR)E_V27ZTE9U4qQQ z7T{Njp6w}Tjz3P)IC!c(AmGHQWYnZDmN3c=hK)Pv-^2RG?L`O$`*JgqF5Lk>Le65i zBL}73o&jxa0+%`df)lR!z3AcCxHxKV zZq<+4GcIG_zFmbI@%lRN6O5$mvITlg%=nr)b@NU*>!Xl3otMm#t306k>_#1sfmh88 zJTA71btNEG9xisYTrF71lvP(FPutg)7IP-{YYOjO_&|OEB_{AXI;E#Q543#)0;=<8 z*r~d5KIZILDO&GzrcWL&4p`F`@A`y4pUm+DX{^6(f3~dkjJ6=9c)2}nAOwL0x?!=7Jo)zYtQ@+iLR;mM$AKBcT-XVLy-rN zQ=}dDt;kz#C6f;Lm#r!Dk@hl`{0nEk^!;cJj`{W7z(|8;6y6#6lZhopY4-HI&3U7*W(TeDKw**y%@PoS(R)KA2;{FZNHIv{S1h?Of;85o ziPo2k$GuxJ8Iv+-+5`d>@AyiQoi}9$f-eC72BoK4*j3 zM_J(Nt8~LEsf9nwpV=P__{X8`m(WX442)T1Fv3<3&YPfOTN^MK_H}fI-WC3Tc87rX zJq7Zo(zFJjL%O#wKA@vC)`Ou#u3v?m2G~%*u?LYpsl-8zA$CguhL~c*fW)H3%N-nI zDmo2c3uh#aXjeWYRuYqLSGZsn8&>IGip(n^1fKst6S~L;a3b{;XSRBJ-G>PRVi^`S zME?1K{vA3e2eI|x$SRW2NtG=p5HzzM2w+hC5l>;mq>?y;8~5JZ(R>=~^t^P=ZtR)n zHYV2K{Lp`fsTF~%PHTDD;qRW#ehGVm$e%g_f62hh4wAyVt{O|jNU_5ZJ zkZ|y3_>&*@BC(seaNo@iao!lz#K#U1AWRAqJ8rk-oSl3gQ$n8-K0d7|mD4t9Y7nx_>cGyH&hvC>V;JKK<^WKTp9aR%T#;))cf!Z$N^rrKN>f z5_OhC0gteMdwa2v7zP+8sE5W3-!CMho=uVi7NpWjxF}UYfR{CRY*+YetU+P=4+R$H z8%Wg--1jF5?3Z9uh0>rEj4jd&3qxT2g(-p|80;Xj;z@lM_k)kuI&P_a{i%?&sqpU% zR{vV%a3fOi0Ca+S{r>%JV1sOLj6Z^z_?TV$pGr?1#_GuF626c1hGrWH; z&MIT9%o?cOIDk$8rmb*~-=(I`_|E_Tq=p);ClZ6Y0u0N@$jCZBgX%r__(VA0)R`;tH61pE9x#t`w$}%sGQ2|7o<=R;gW?o z!LFhYV;l7LK}uc!DJuV1!0PTNbx-m=K|m(n14(TBjf!Ft@j@@KGukinWIGy zxHJ}ATp(PBcl3mEP>EmMvtR5*{*#05Dpxo5T6JcdUDPgO3PX#}?bZWr6{L$;-!lbm z3iv<7Av90f4FWS~*U&Df=6~^)6gd-B26yC?xLAww71=*^h z!9no%!2#twuvn@8TeUGjp@%qG!rh~HetN_#B_HUJJ`QUaJf*`CP~w9M9dzEYR$~#G zufVMn1ij%fQA;l?!v&qEI5Z6)GyjjyvyAZL1n_8U4%1NeFoWF|$pM*Iud}p;_;)$d ze-COulT#)oA_C`Iaj2-qe|Io}h`>VzjPo-{5e6Y>=x^I_*fp3RXHybP*+?0#VJHea z?!rlzwj4HiLJ?W|l8xmSyNM;&pKGzql9?uq-PHGFqZ!V|_c!!=lxWvVE6Eb!=mWbd zhVv7_;}c-1M~nm?DP#l8cSx7d0cT}@Fl<6ay01iI<$fE>EuA2$qoDe|2t7{4*W|gs z(!FecpJMRbwV(%+*)tj}+a)=C7#H7_?5Gz(vVGf$wBR)+NQF zpYu8O8YRIsg|pJb5gD&^m2964KJRAOlbmS7JTyu+tk+lybL1*FQSt^5FvyF@U!8Dv zc#T_g#<8_Q&0ThL!Jc3KFFxuuXs_%nzDpy*Nl^N+57>Bk50(_#BpE(;Hn1o}+K}rO z`837%7>g|&E|!LKuZP37hJQuk_CNgMUp-I!xmu^Lr;^vPRN8K4ovWW62&2Ai=sPFO z+hC#8`3i7ANLaRB5CF_;)N2J=DIkyCbmG#p{>i8KvWoL-%E$r≪|@@e$FzQmEr3 z)^BsH?#+xRs`b=x(WxxRAHWI>b1XWiEY+ov0#R0l7fhd*LZhSyKdu8xo7}wf5$XVr z`)zuQW6R|pV!A!sRpMa^zW4K=?KCuy%AK9a_KhrCo_fD>p`1~PJ-|7A`SKIb)XKC{ zoq~eK-|Xu#**8Oqf?E!2*e_><-(c-n2(9S}%v(~_#o-ivA%&K`@D&xz7%affSmF1m zOKI_%2%~Xqv7`JDk9_pcnL97cq$hIdtP{80nsnUg_?LgaY=U$VUikX%J^q|y1LLiC zkpriD1dnjpYi)(-55ipT>GI_h8*yGL+1r2sXx1!lB>MI<8zJMWHZYwaHm z#}JHU^QRQ@F-}%dt*i0F$x8=Vdlq7*#1t7{pOrp!6jBT1Ec(FxZGE{mPAg{4uXEMa z)yTz4;P5`@ytsW%!|3mv@R$2?$P1U|XA*J8yM}t~zS7Ef78Q=xXrm1g2q9+3HMD5D zsvGc~HA7s*)zOhuYKkE2B!GTFwEv4Oxy4_ZSRu^oQ(NB zIqHmu-#pjyT7o#eo=k*z-ZG`u?OelKTE{&VGm*U-{F2`A$n#2ijLXJF5P2RAbw-?B zR=5W3vb1)6(9P%0D@RxR4zi@ClfUS*O)c5UaHm9@OC>{hH zyVkSQnZjH4mKGA-=v9{<|8vfstmR352;E9%DqMXn9T+IUP$~A!|FQpE-4|*7VPw%M!LQ_=~u5maV!kC zW`CI#9>_Rgms;oS025A-m>{;uXUF?345=RTd4gW2d}udGW^2s3NRjjek^zE{v>tvWw7+wnr+a)v6eOS-5lO+l({e71W2@Gtrt_j%5m! zm%ZO7eqX~Aq=!#4j2}Kc-m&C>ko2J>eJCS?2?n&j;6^K6I5H0o!cxe<`eEr9(m2DI z^1%KZ#p6A_bGi#Yt0ecyw}b^!Nw;T2xo#ie$fKbWdWbqCZy&QB6Bl67r+$+@-?Vzc zGCkvYef@8W-*=-oTJ*E6V1n^dFQZhvo(l8r>-e0kh4KhsCOx@=JQa#J5{AeBBkn@s z-nxYVGcob;a3}(mlOK(5w1rcwD{bMd$(t}=Y+W_MdG<)Nu`!%`vAmf2J6!Q0 zqkm{ZY_6b^ON+!uFFeLLnj>ch$C9?EE@Ee+&z9d^$mM5xNIMWWI6Su9d%FFbY3|%c zX~vb{Gat6)pJ($^4bd!BrIze24^<>27W+?4j*WG6C=oM5aPh-XWf43RIt()5G{`e_oqdDO4kO|C zW5j+Dsvh-P2Rb14Z-W!L!C;mQ0%m}h4GQIhjw9vi+1OnUSRXieTt=nAG#!zFf^(?W z#Hypf#&jdu`dI0~pTc!l!3f>v1RV~_%6+3_y2>!m<7_3Xse}8)x6Q3XeM;VB7L;5< z?^j8im0&^^ke%+4r~6Eij}iviC=ZP2(={dDMPy{fnW;MTG;rT;se3$sVCnV6@1Bob z(*2Q=rs}}JK+@f$EE_mHm|iGF?<0ozJ~$$Q0hI0lKZ9BN>ALR4*86j-mI zCkj9I^c3D|*nKJliX##cj~cl%WQsLuQ;%g)SvM|1$`CG)QZoMXIM_4w-ZR&VXB5$X zJmnF?`2@vxxGoHIh|bHGxvD5@SER9-*k3T?KaE?n-+n@e{h|2Fn+Jq^_L9FV+#2tq z8gGg1BqbTL=i3UoxB6{ssEG~=3y@3_g|;L{HPly}(-Ot(uNo>!&Ygz6{>tb{e{qB)y}S#u|cJQ7Xb0KMWiC zt+BVN4x!zFtu>+Q!=&;ZCr8&moGw$5^C`cvmvebk{4U+}35HT;MIeqc4eJx@`mwuI zPr^F%2%|-)sYUHKjdcL1}2iVOD5R z%@3ru8_pI^HWCs!y>^ejohxf;mm%@n;lT^7Qa9C3YV|crW^JS7Y>8GTs=cWU zX-h-0SDCDUWezq*4k2e+zX!}8oA>^7XI#y?xqKwX2jhX~WO%fjwdiQB6c?FNcsxbmn%H4x;zGayF5fwwmlZOW@dX5p; z&YHHInhFKH^B?^o9Y!wsL7oKUZ8*u&J0*WvzoU@QN%T{PKAvtKCPiB?8T()tRk z%IMr!uz*%x#dIHUo$V@)fgj`Dayi^6>bLLkZ$ncrqvaSF+)3u1)wbi(TE$5QJqSbGxQK7zKspR!MXV@+NvX3TY!yW^@E0r=+Nk@~H; z7R7a^)#mh^t7j6VI}63VSl`^V+W*^b;dk?1EruWC_6!ByHS#8zwLN!Xum+fO^;#Qd z`j>Zb84!JBM7q^<;RTT4RRr%`8!5E^yYWH@jPyl9>vk=AztU4yF8*$RUazDbq2wui z^->Mf=vnn|>zy?UPlXqguZthEx)=99G%A;7Eaeu+DbXGsS%~U;jh}LfxZozAu42fI zShNTpuhDyww2~H)Dh#)S(k ziA8R&=;2MUzy{pJUZ|Q)iu2W9tHocx=3$?cdhy~m5t~jZU=|rLAw?23B9oIh3g2Dv zHyvU-3dyg8Wgdmfk}}83+M5=YeE;N2@OvLS{UsZ60nJsF`7fi?1+_nnR6qYT(GGl-B*B|!cceo{w3~JCY=PclK3~*~1vaDx3N|0){Jzw>w z>bmNCjS1J8;)W3Ss9sfC&h%ArpKDH7Cd0RT^DNn0^yv#bi>7vX3bZGxvP1#l~e_EibDzEW~G>Rl;NH~|o zot3^?9F&TxW&AXydFxSa5C0=a84}~LNnZPg#=h^PM$uuHdN9)d zwA!+3qdn*?YMi^h(|D9qv8-**v8Y&B(R7YiCZ*{G1df85`_iY{rF>0zU}Y$7HH|Xm z^UQYNVMC#yYqgDkDI`=N80YQ%HNWTQutSK5Ub%E$f#t&&VR(ddfp( zbX@AR>n}BHJL5v@PDZF?%2=-&qYVtq*&65G#juk_OTicazdF0pa4NUA{}4_jAqf$g zlA?|b*+{gF86u@4Q;0$$WY*59D78g|gF1zfkQ0##l_AwJWQQ_DqgefYYzuI}V^5i3WpM@6^Q)bD4V+{5A##rVYV?OUg~|BS-? z2mVzz{!EJDD^B_?|L?uyRT|QR_8fW)Yvu3VC-{Y9IWE`!)tf3N7bZWcX5##TrU6t+ z%k#Q=j7rMC_tb^GZiGyA7&a;0n{F2$D>q4)^gocQbK%n$jJoAnd9gG21bPAt?7jIQfWPoM>**>##Ekcav8S;PEp&3#pO z3&PtE2Wn?rXGGPpe9V|u^l`al1bjr*K$^0D-gxm@P7`o;MN)7vf^9ItV^r=#9^^}wd- z6K$LQih9zAx+GmAdTcUeAMfkYW@k1eq94B)FTZvXaaVD%%Wn^;0%R{37trhO+l zesEo`SYtD!F8M{Wr3cAVoNcA{`5#WEY}97U7u5`(zL8K1guZL?Jr^{pboi*0@=cPs zXH^~n_jxt>dtN5m4ysw2JXSl9FD)(L5wPQ|;MgE=WLL-VjKD=7hp5E#MPoWW2Fbx}*c;px4ZXI3owWD8k__iA;zwqx4xkr#(NC zjOM15R7uO^?u+c#JvH^!+A5Y72qG#~9A33_UxQ|XA&`4Vr7v?|(sPb_#TDL^Yfvec zH)IwY8hnfHQ5`?IciZtwo_R}K=XV3gb7}(YLpKRqREX-h=+idI>+#UR z$hYzzKIEzCKBI<@1)s1;`4hB!;B1CvapuK5berIJaEkb$e!3MNfQ*LtbTQYkQjZd2@b73jZp>Cu+v$ zSkh{Pg9TwF!g{8QcgaZHxaoI|rYo>}o;B;7IDlKC_}AQea#ojj=kctelE>{gXKE#n z4V_sm^7dDhEDKnz=v821@4xH&gUo%;_*c4gC(`6=D$*mvQ~tAc@=GF&=Ki%&T@Ys% zR%y8S#Q8Q^&kE=&U#Owo*tgHMrj~sD*L~W0~2zpzv3MJM$=6NTj}^4o9iEp<6<$P}jnco!|2w=mGX1zY=q*=JJ#kv#hl6hX_X9K1B>MD@AQns)-oJ zUchSoldQswfVzmmy6pPice+UwCsAwkeW(MhrN4~Y-euZd=RgnuV4oe?MD85Ow13F%V@okmu?-pT;%mE&hL8S3HK^D ztDM%^ZGykvoRAB%=p8v^p28}b`?Ep9}T%4QSmp~vF5TKyVOxm5aU-&2Ek4?hF zrV3oW4EK{|5NCx7@Enb|jOOJ{%izNi{8PZ>XrB~sW=usa5jk++>*R?DntynPntJ5t zx6I;FM~|Nm*)qWNzDE;w#L;G@ju2n+&V(cqU;{B|AZB z#OE+;n$`rWMt;tf8J{$i7%}|*@*I3->^=@j#r!y>a2|G1XYCvRc)?oy9+JtdYZ4EX zjqJ(IO+`$pk$$J=z@$wb-X_D#TF_*oN`I!vRYaptXYnrv-A}PSN^ox4^>1 zvF2_CA!2go3uWyeV?P%+1Dg^dA;y`j(G$GnLbFg|y}wblk{*GgXpI&j5Ps3X9V17hY;XTwOUYFp{%D-FD8+w`?N=-oOswb$+ItQc#wPHbX|YeoT6QGb;92x|JvgUgW89B&KE z<$dqg2}oeeXllMO60rI^zo6iZ+2m&vuvzqbS<44eOvB7^zW|{axarv!zF~QmLLuX0Y5K>&ChbXH zz|EQI>Eb`yPcEz`rjpP;as{LTlgQ43w8mGI+A^>a#bDQ6-x*CblAw>?-hSPR(L6K- zO^(waX7l#s?6$Evjo!YjoZLaIc+8w0)*BR}EddcE4+zfUudT?O=JPqSgLV4mXWJrp zI>AkRpu@TUY*I$Xze>wVwjY{KE^Z}H7ce*Q z-0cOfves#FVzok&sZ+EOn=`t6z;<5PH4ET10Pf37623m)Sk#Mg2YQs#=g|~O#$suy z%58_Njefzh3`aoc(|N8u0|wYM@Vy>46}|k|Sfknt-&%b- zy}K(`MM;sxJ|cR{c4-s?I)+ZseQID_oRwONePP=4Bmw3~Eww0vdrHx_k)sf9v+x6K zWsW8*eS>fPOdy4GjWA$gjUcTDov&ChC#5%RXvkYcS3S3&fRlnh*MpHv0NE&zE1pd+ zpXLgf`*s8{3*sExao^t~IzvNAX*sAy6s3^#oKNeRR~K;6_$(ne@JVhT9`cQe36COs z5r>t~@7^6-sL{*nVNco+a>ciYi=Zvvpl&wEUXOTkDJ?A)&_&=3W@+MO`wH#P;eTe= zws*H*=NFjeC20e@ubSxH^&S^j2?_1UY$5T0QS0*f}cPH1LJ48F<|hO1jNata#P ze||sDU&Fc#L=`u8cjDyi(~0chiSw3Ta-Id9=FD)QI|%Ft;8OuHF`j~bv5O1y#2*4t z*CK-O5irVdMK!M@`wNEu;rI8k7N0Q8buw|gWRE;<}~m&_`chJ^ScZUfyG3QVWU< zF3KyWy3{FhHv2;dandX6I=-yLP6-}F}D5yny{njRvZ-Rw*nacWQFbzqWy&n+^;D|SfSd6a>cHN0h`u55YXTKK*I+PqUms; zCCi*sIB(68e!+{-G65WQ$fux%uEE0uLcfdN3a+hwbj=}=p93>#6)nSOCa>FL%c z?Il)1ggXhvpI=;RupVj zRE&~Zs$5imSk(plAuK5B@aFaQAqWRYLm6}>XoE^5*y=6}Si)Vf<}~+8!q5on3Hc4d zmKe1?64n*4+7XZS=8a=DS?U$IEaHa%XO5?gAsCp11A<5-AEutAcDIU(f=W_pfwwqz z%+>2I_Oaf9Od%d>$RmhgO8725Pxq}eH*e;P1UIoIjK+KjsqrWZ!+mXdc z*|B%Z=xXPIXkt-pnjp(|3F|B4`P*0R2&J-=Aa&&9v-nrYMZ^OEgH5nkPKHi!7BXm~ z5Kx=4Y!u~6?UX)!`lR`MXmBtKR?gez=AqZ;(6|+{6Uj5#1%9euz`jbRj1dfc{<*l| zL2TEPVSqw25i-cbocOqcfN}*^#1etHi6qJxf@qhpZqj>_0g2xQ)Q%vP2WN|hV8_VW zL-Oaw5wMc#17bn?xUUB1T|^W-Rq#co7`Jb465-{lR|`mxJ&3?>QQv6}Ge5h6 zw!BSnXN1ixuu`#`D}8UJVXLFcCE|;d-*i&dxW_o;DSdA|uGNl3&S>RK6ZJh{wVAky z4{*!$94~dUbW%y>CE#)!o5W0SvRwiX?djzuF_yHTZI~%QYzRWDSe|N&bM007@?P^r zpWABu9)V}XaYp|X7`YEv#FE?nt|-pKee+ft2%JRnOYEqP-hlYP4~8|nmr zow)Ag!-v{MwU%@tW3m~<|M{TS8d!glDFG6_rin@xRF(x+6_fWh*ZuR$`Zjjg3U2gDg(wW)z97Y*@lzCzJ;cHg` z)9-liRduz}+S=N;)m-C#V&@BG$A|q2ch^@3bq6NznuoNRe9qR;8)|;`aj=W(1x*N# zUs-1X9})+u`lxj>ko(}nZA)r!Q>kBj4k!CTnswV(wI3j1LhM(V;6sLesllxSXWK}I ziQpLd-ta9CED=>b%&#i894YR2j_yKU!_a`N$rIRj#Fo8_e9&M(13}y2IgtWK8t@+T zQwJPBMS;Iz0D>h{BL9T)yiq3@j7unNv~BKAwxDyw7A=I%d5Z6G1&@O2Em3%h!%~W% zsr|#uK*2)I(d_bYv_zgc)YmW-z?jb}#8UK$D~{{0$S-RT*%%3A%u`Zbilb}UTz1Tf z>@|e`M%;Y1ZGHwnS0W1sTF}mfEcwe76=k?vyhgJ2nt?!#p zk5!vWx$;@chiTl$(OR zLj$dyh3oUYHqSgJlD@Y)M0w4+Lo_ z#@_sW2M1Ys7J=(6uX<1XfK`)-ZlreQ?B_Mec~^qZP>0iD>?-7NKZnQ?Z3864F?2vK zd9Uz+7ike{>miAYFkTOq2uY=q=ls7kmUiBMRC|>*HPBk0T?mjb;se-2p2ux4P7h;A zkr;ouE;bwT27hBTjZIAaJY6j(An?P$?8s_JUNin)w$+xr4kMt)HT`4Ego?&P$+Q_hpUE$$M~7UP31Ng3l4kR ztD%(l_SK7NPuP*OuDMn`m7f?|V=-)_7uLu5>kYOB)q8r?fr-pJZ!-h)v!<8LReV-O*-I} zt|u!EFjh83E694;f_Q9eP~eh^7nJ8^D|EhHlIa^U1{L#ct&3jVTAe$duNA?ZCKz&K zOUrr)%#Vr`BjL0hZ{E2gFgTn}*N`S%gpW7;5Q0W>p6^b>>t7%Q<~ zCQo2$rr&ssBWYhrl2b67E9XbGE{JaBB4Gob$dr_d%Bz7Ch?4eV?=r#(AN-f1QB|*i zT7Jdoe!Cajr;Y>8y}#6R6{hvXa0eSoSv=%q1?+&V2;C~+wxcQ9R=X}0dZa30_nP<% znGHyhe-{?=0a?v&(6Zi-JZm^nBs_0a1w%G7`1t$tK?2zn#TITt*RugoqnmGNUzD^i)cEV#BX) zkc2nMeH0a+V7v1JF~K Date: Fri, 11 Mar 2022 09:20:26 +0900 Subject: [PATCH 18/73] tmp --- src/exojax/spec/moldb.py | 149 +++++++++++++++++---------------------- 1 file changed, 65 insertions(+), 84 deletions(-) diff --git a/src/exojax/spec/moldb.py b/src/exojax/spec/moldb.py index dfc6f255..69865062 100644 --- a/src/exojax/spec/moldb.py +++ b/src/exojax/spec/moldb.py @@ -7,14 +7,18 @@ import numpy as np import jax.numpy as jnp import pathlib +import vaex from exojax.spec import hapi, exomolapi, exomol, atomllapi, atomll, hitranapi from exojax.spec.hitran import gamma_natural as gn -import vaex from exojax.utils.constants import hcperk __all__ = ['MdbExomol', 'MdbHit', 'AdbVald', 'AdbKurucz'] +explanation_states = "Note: Couldn't find the hdf5 format. We convert data to the hdf5 format. After the second time, it will become much faster." +explanation_trans = "Note: Couldn't find the hdf5 format. We convert data to the hdf5 format. After the second time, it will become much faster." + + class MdbExomol(object): """molecular database of ExoMol. @@ -54,8 +58,6 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 Note: The trans/states files can be very large. For the first time to read it, we convert it to HDF/vaex. After the second-time, we use the HDF5 format with vaex instead. """ - explanation_states = "Note: Couldn't find the hdf5 format. We convert data to the hdf5 format. After the second time, it will become much faster." - explanation_trans = "Note: Couldn't find the hdf5 format. We convert data to the hdf5 format. After the second time, it will become much faster." import os self.path = pathlib.Path(path) @@ -108,10 +110,8 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 pf = exomolapi.read_pf(self.pf_file) self.gQT = jnp.array(pf['QT'].to_numpy()) # grid QT self.T_gQT = jnp.array(pf['T'].to_numpy()) # T forgrid QT - self.Tref = 296.0 self.QTref = np.array(self.QT_interp(self.Tref)) - self.QTtyp = np.array(self.QT_interp(self.Ttyp)) # trans file(s) @@ -119,8 +119,7 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 mask_needed = False if numinf is None: self.trans_file = self.path/pathlib.Path(molec+'.trans.bz2') - if not self.trans_file.with_suffix('.hdf5').exists(): - if not self.trans_file.exists(): + if not self.trans_file.with_suffix('.hdf5').exists() and not self.trans_file.exists(): self.download(molec, ['.trans.bz2']) if self.trans_file.with_suffix('.hdf5').exists(): @@ -128,9 +127,10 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 cdt = (trans.nu_lines > self.nurange[0]-self.margin) \ * (trans.nu_lines < self.nurange[1]+self.margin) if not '_elower' in trans: - print('It seems that the hdf5 file for the transition file was created using the old version of exojax<1.1. Remove', self.trans_file.with_suffix('.hdf5'), 'and try again.') + print('It seems that the hdf5 file for the transition file was created using the old version of exojax<1.1. Remove', + self.trans_file.with_suffix('.hdf5'), 'and try again.') return - cdt = cdt * (trans.Sij0 * self.QTref / self.QTtyp \ + cdt = cdt * (trans.Sij0 * self.QTref / self.QTtyp * np.exp(-hcperk*trans._elower * (1./self.Ttyp - 1./self.Tref)) * np.expm1(-hcperk*trans.nu_lines/self.Ttyp) / np.expm1(-hcperk*trans.nu_lines/self.Tref) > self.crit) @@ -183,19 +183,18 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 for k, i in enumerate(range(imin, imax+1)): trans_file = self.path / \ pathlib.Path(molec+'__'+numtag[i]+'.trans.bz2') - if not trans_file.with_suffix('.hdf5').exists(): - if not trans_file.exists(): - self.download(molec, extension=[ - '.trans.bz2'], numtag=numtag[i]) + if not trans_file.with_suffix('.hdf5').exists() and not trans_file.exists(): + self.download(molec, extension=['.trans.bz2'], numtag=numtag[i]) if trans_file.with_suffix('.hdf5').exists(): trans = vaex.open(trans_file.with_suffix('.hdf5')) cdt = (trans.nu_lines > self.nurange[0]-self.margin) \ * (trans.nu_lines < self.nurange[1]+self.margin) if not '_elower' in trans: - print('It seems that the hdf5 file for the transition file was created using the old version of exojax<1.1. Remove', trans_file.with_suffix('.hdf5'), 'and try again.') + print('It seems that the hdf5 file for the transition file was created using the old version of exojax<1.1. Remove', + trans_file.with_suffix('.hdf5'), 'and try again.') return - cdt = cdt * (trans.Sij0 * self.QTref / self.QTtyp \ + cdt = cdt * (trans.Sij0 * self.QTref / self.QTtyp * np.exp(-hcperk*trans._elower * (1./self.Ttyp - 1./self.Tref)) * np.expm1(-hcperk*trans.nu_lines/self.Ttyp) / np.expm1(-hcperk*trans.nu_lines/self.Tref) > self.crit) @@ -217,49 +216,33 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 ndstates, ndtrans, trans_file) if trans_file.with_suffix('.hdf5').exists(): self.Sij0 = ndtrans[:, 4] - self.Sij_typ = self.Sij0 * self.QTref / self.QTtyp \ - * np.exp(-hcperk*self._elower * (1./self.Ttyp - 1./self.Tref)) \ - * np.expm1(-hcperk*self.nu_lines/self.Ttyp) / np.expm1(-hcperk*self.nu_lines/self.Tref) else: - # Line strength: input should be ndarray not jnp array - self.Sij0 = exomol.Sij0( - self._A, self._gpp, self.nu_lines, self._elower, self.QTref) - self.Sij_typ = self.Sij0 * self.QTref / self.QTtyp \ - * np.exp(-hcperk*self._elower * (1./self.Ttyp - 1./self.Tref)) \ - * np.expm1(-hcperk*self.nu_lines/self.Ttyp) / np.expm1(-hcperk*self.nu_lines/self.Tref) - - # exclude the lines whose nu_lines evaluated inside exomolapi.pickup_gE (thus sometimes different from the "nu_lines" column in trans) is not positive - trans['nu_positive'] = mask_zeronu - trans = trans[trans.nu_positive].extract() - trans.drop('nu_positive', inplace=True) - - trans['nu_lines'] = self.nu_lines - trans['Sij0'] = self.Sij0 - trans['_elower'] = self._elower + self.Sij0 = exomol.Sij0(self._A, self._gpp, self.nu_lines, self._elower, self.QTref) + update_Sij_typ(self) + + # exclude the lines whose nu_lines evaluated inside exomolapi.pickup_gE (thus sometimes different from the "nu_lines" column in trans) is not positive + trans['nu_positive'] = mask_zeronu + trans = trans[trans.nu_positive].extract() + trans.drop('nu_positive', inplace=True) + trans['nu_lines'] = self.nu_lines + trans['Sij0'] = self.Sij0 + trans['_elower'] = self._elower else: Ax, nulx, elowerx, gppx, jlowerx, jupperx, mask_zeronu = exomolapi.pickup_gE( ndstates, ndtrans, trans_file) if trans_file.with_suffix('.hdf5').exists(): Sij0x = ndtrans[:, 4] - Sij_typx = Sij0x * self.QTref / self.QTtyp \ - * np.exp(-hcperk*elowerx * (1./self.Ttyp - 1./self.Tref)) \ - * np.expm1(-hcperk*nulx/self.Ttyp) / np.expm1(-hcperk*nulx/self.Tref) else: - # Line strength: input should be ndarray not jnp array - Sij0x = exomol.Sij0( - Ax, gppx, nulx, elowerx, self.QTref) - Sij_typx = Sij0x * self.QTref / self.QTtyp \ - * np.exp(-hcperk*elowerx * (1./self.Ttyp - 1./self.Tref)) \ - * np.expm1(-hcperk*nulx/self.Ttyp) / np.expm1(-hcperk*nulx/self.Tref) - - # exclude the lines whose nu_lines evaluated inside exomolapi.pickup_gE (thus sometimes different from the "nu_lines" column in trans) is not positive - trans['nu_positive'] = mask_zeronu - trans = trans[trans.nu_positive].extract() - trans.drop('nu_positive', inplace=True) - - trans['nu_lines'] = nulx - trans['Sij0'] = Sij0x - trans['_elower'] = elowerx + Sij0x = exomol.Sij0(Ax, gppx, nulx, elowerx, self.QTref) + update_Sij_typ(self) + + # exclude the lines whose nu_lines evaluated inside exomolapi.pickup_gE (thus sometimes different from the "nu_lines" column in trans) is not positive + trans['nu_positive'] = mask_zeronu + trans = trans[trans.nu_positive].extract() + trans.drop('nu_positive', inplace=True) + trans['nu_lines'] = nulx + trans['Sij0'] = Sij0x + trans['_elower'] = elowerx self._A = np.hstack([self._A, Ax]) self.nu_lines = np.hstack([self.nu_lines, nulx]) @@ -291,6 +274,12 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 self.masking(mask, mask_needed) + def update_Sij_typ(self): + """update Sij for typical temperature, Sij_typ.""" + self.Sij_typ = self.Sij0 * self.QTref / self.QTtyp \ + * np.exp(-hcperk*self._elower * (1./self.Ttyp - 1./self.Tref)) \ + * np.expm1(-hcperk*self.nu_lines/self.Ttyp) / np.expm1(-hcperk*self.nu_lines/self.Tref) + def masking(self, mask, mask_needed=True): """applying mask and (re)generate jnp.arrays. @@ -417,7 +406,6 @@ def download(self, molec, extension, numtag=None): for ext in extension: if ext == '.trans.bz2' and numtag is not None: ext = '__'+numtag+ext - if ext == '.broad': pfname_arr = [tag[0]+'__H2'+ext, tag[0] + '__He'+ext, tag[0]+'__air'+ext] @@ -425,7 +413,6 @@ def download(self, molec, extension, numtag=None): else: pfname_arr = [molec+ext] url = url_ExoMol()+molname_simple+'/'+tag[0]+'/'+tag[1]+'/' - for pfname in pfname_arr: pfpath = url+pfname os.makedirs(str(self.path), exist_ok=True) @@ -530,12 +517,14 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 if self.path.name != '01_HITEMP2010': path_old = self.path self.path = self.path.parent/'01_HITEMP2010' - print('Warning: Changed the line list path from', path_old, 'to', self.path) + print('Warning: Changed the line list path from', + path_old, 'to', self.path) if molnm == '02': if self.path.name != '02_HITEMP2010': path_old = self.path self.path = self.path.parent/'02_HITEMP2010' - print('Warning: Changed the line list path from', path_old, 'to', self.path) + print('Warning: Changed the line list path from', + path_old, 'to', self.path) imin = np.searchsorted( numinf, self.nurange[0], side='right')-1 # left side @@ -589,14 +578,16 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 self._A = np.hstack([self._A, Ax]) self._n_air = np.hstack([self._n_air, n_airx]) self._gamma_air = np.hstack([self._gamma_air, gamma_airx]) - self._gamma_self = np.hstack([self._gamma_self, gamma_selfx]) + self._gamma_self = np.hstack( + [self._gamma_self, gamma_selfx]) self._elower = np.hstack([self._elower, elowerx]) self._gpp = np.hstack([self._gpp, gppx]) self.logsij0 = jnp.array(np.log(self.Sij0)) self.elower = jnp.array(self._elower) self.QTtyp = self.Qr_layer_HAPI([self.Ttyp])[0] - self.Sij_typ = SijT(self.Ttyp, self.logsij0, self.nu_lines, self.elower, self.QTtyp) + self.Sij_typ = SijT(self.Ttyp, self.logsij0, + self.nu_lines, self.elower, self.QTtyp) ### MASKING ### mask = (self.nu_lines > self.nurange[0]-self.margin)\ @@ -683,7 +674,8 @@ def download(self, numtag=None): print('HITEMP2010 download failed') else: print('HITEMP2010 download succeeded') - shutil.unpack_archive(self.path/numtag/flname, self.path/numtag) + shutil.unpack_archive( + self.path/numtag/flname, self.path/numtag) imin = int(numtag[0:5]) imax = int(numtag[6:11]) @@ -695,8 +687,10 @@ def download(self, numtag=None): flname_zero = molnm+'_'+numtag+'_HITEMP2010.par' if (self.path/numtag/flname_nonzero).exists(): if flname_zero != flname_nonzero: - os.rename(self.path/numtag/flname_nonzero, self.path/numtag/flname_zero) - print("renamed par file in", self.path/pathlib.Path(numtag), ":", flname_nonzero, "=>", flname_zero) + os.rename(self.path/numtag/flname_nonzero, + self.path/numtag/flname_zero) + print('renamed par file in', self.path/pathlib.Path(numtag), + ':', flname_nonzero, '=>', flname_zero) #################################### @@ -849,20 +843,6 @@ def search_molecid(molec): return None -if __name__ == '__main__': - # mdb=MdbExomol("/home/kawahara/exojax/data/CO/12C-16O/Li2015/") - # mdb=MdbExomol("/home/kawahara/exojax/data/CH4/12C-1H4/YT34to10/",nurange=[6050.0,6150.0]) - mdb = MdbExomol('.database/H2O/1H2-16O/POKAZATEL', - [4310.0, 4320.0], crit=1.e-45) - -# mask=mdb.A>1.e-42 -# mdb.masking(mask) -# mdb=MdbExomol("/home/kawahara/exojax/data/exomol/NH3/14N-1H3/CoYuTe/",nurange=[6050.0,6150.0]) -# mdb=MdbExomol("/home/kawahara/exojax/data/exomol/H2S/1H2-32S/AYT2/",nurange=[6050.0,6150.0]) -# mdb=MdbExomol("/home/kawahara/exojax/data/exomol/FeH/56Fe-1H/MoLLIST/",nurange=[6050.0,6150.0]) -# mdb=MdbExomol("/home/kawahara/exojax/data/exomol/NO/14N-16O/NOname/14N-16O__NOname") - - class AdbVald(object): # integrated from vald3db.py """atomic database from VALD3 (http://vald.astro.uu.se/) @@ -960,8 +940,8 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Irwin=F list(map(lambda x: ipccd[ipccd['ielem'] == x].iat[0, 5], self.ielem))) df_ionE = atomllapi.load_ionization_energies() self.ionE = jnp.array( - list(map(atomllapi.pick_ionE, self.ielem, self.iion, [df_ionE,] * len(self.ielem)))) - + list(map(atomllapi.pick_ionE, self.ielem, self.iion, [df_ionE, ] * len(self.ielem)))) + # End of the CONSTRUCTOR definition ↑ # Defining METHODS ↓ @@ -1123,7 +1103,8 @@ def species_to_QTmask(ielem, iion): class AdbSepVald(object): - """atomic database from VALD3 with an additional axis for separating each species (atom or ion) + """atomic database from VALD3 with an additional axis for separating each + species (atom or ion) AdbSepVald is a class for VALD3. @@ -1154,9 +1135,10 @@ def __init__(self, adb): Args: adb: adb instance made by the AdbVald class, which stores the lines of all species together """ - self.nu_lines = atomll.sep_arr_of_sp(adb.nu_lines, adb, trans_jnp=False) + self.nu_lines = atomll.sep_arr_of_sp( + adb.nu_lines, adb, trans_jnp=False) self.QTmask = atomll.sep_arr_of_sp(adb.QTmask, adb, inttype=True).T[0] - + self.ielem = atomll.sep_arr_of_sp(adb.ielem, adb, inttype=True).T[0] self.iion = atomll.sep_arr_of_sp(adb.iion, adb, inttype=True).T[0] self.atomicmass = atomll.sep_arr_of_sp(adb.atomicmass, adb).T[0] @@ -1169,15 +1151,14 @@ def __init__(self, adb): self.gamRad = atomll.sep_arr_of_sp(adb.gamRad, adb) self.gamSta = atomll.sep_arr_of_sp(adb.gamSta, adb) self.vdWdamp = atomll.sep_arr_of_sp(adb.vdWdamp, adb) - + self.uspecies = atomll.get_unique_species(adb) self.N_usp = len(self.uspecies) self.L_max = self.nu_lines.shape[1] - + self.gQT_284species = adb.gQT_284species self.T_gQT = adb.T_gQT - class AdbKurucz(object): """atomic database from Kurucz (http://kurucz.harvard.edu/linelists/) @@ -1260,12 +1241,12 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Irwin=F list(map(lambda x: ipccd[ipccd['ielem'] == x].iat[0, 5], self.ielem))) df_ionE = atomllapi.load_ionization_energies() self.ionE = jnp.array( - list(map(atomllapi.pick_ionE, self.ielem, self.iion, [df_ionE,] * len(self.ielem)))) + list(map(atomllapi.pick_ionE, self.ielem, self.iion, [df_ionE, ] * len(self.ielem)))) # End of the CONSTRUCTOR definition ↑ # Defining METHODS ↓ - + def masking(self, mask): """applying mask and (re)generate jnp.arrays. From ff49b6d1888b44ee1c2eea957183dcb3469655e0 Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Fri, 11 Mar 2022 09:47:56 +0900 Subject: [PATCH 19/73] updated doc --- documents/tutorials/opacity_exomol.rst | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/documents/tutorials/opacity_exomol.rst b/documents/tutorials/opacity_exomol.rst index f4a0e225..1c0fb2ba 100644 --- a/documents/tutorials/opacity_exomol.rst +++ b/documents/tutorials/opacity_exomol.rst @@ -31,9 +31,7 @@ We call moldb instance with the path of exomole files. # Setting wavenumber bins and loading HITRAN database nus=np.linspace(1000.0,10000.0,900000,dtype=np.float64) #cm-1 - emf='/home/kawahara/exojax/data/exomol/CO/12C-16O/Li2015/12C-16O__Li2015' - mdbCO=moldb.MdbExomol(emf,nus) - + mdbCO=moldb.MdbExomol('.database/CO/12C-16O/Li2015',nus) .. parsed-literal:: From 2ef67149eba7aade206754f1ec6cebfe661500dd Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Sat, 12 Mar 2022 18:32:52 +0900 Subject: [PATCH 20/73] refactoring --- src/exojax/spec/moldb.py | 162 +++++++++++++++++---------------------- 1 file changed, 69 insertions(+), 93 deletions(-) diff --git a/src/exojax/spec/moldb.py b/src/exojax/spec/moldb.py index 69865062..ac2099c4 100644 --- a/src/exojax/spec/moldb.py +++ b/src/exojax/spec/moldb.py @@ -14,10 +14,9 @@ __all__ = ['MdbExomol', 'MdbHit', 'AdbVald', 'AdbKurucz'] - explanation_states = "Note: Couldn't find the hdf5 format. We convert data to the hdf5 format. After the second time, it will become much faster." explanation_trans = "Note: Couldn't find the hdf5 format. We convert data to the hdf5 format. After the second time, it will become much faster." - +warning_old_exojax = "It seems that the hdf5 file for the transition file was created using the old version of exojax<1.1. Try again after removing " class MdbExomol(object): """molecular database of ExoMol. @@ -58,8 +57,6 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 Note: The trans/states files can be very large. For the first time to read it, we convert it to HDF/vaex. After the second-time, we use the HDF5 format with vaex instead. """ - import os - self.path = pathlib.Path(path) t0 = self.path.parents[0].stem molec = t0+'__'+str(self.path.stem) @@ -127,8 +124,7 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 cdt = (trans.nu_lines > self.nurange[0]-self.margin) \ * (trans.nu_lines < self.nurange[1]+self.margin) if not '_elower' in trans: - print('It seems that the hdf5 file for the transition file was created using the old version of exojax<1.1. Remove', - self.trans_file.with_suffix('.hdf5'), 'and try again.') + print(warning_old_exojax,self.trans_file.with_suffix('.hdf5')) return cdt = cdt * (trans.Sij0 * self.QTref / self.QTtyp * np.exp(-hcperk*trans._elower * (1./self.Ttyp - 1./self.Tref)) @@ -162,7 +158,6 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 trans['nu_positive'] = mask_zeronu trans = trans[trans.nu_positive].extract() trans.drop('nu_positive', inplace=True) - trans['nu_lines'] = self.nu_lines trans['Sij0'] = self.Sij0 trans['_elower'] = self._elower @@ -191,13 +186,10 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 cdt = (trans.nu_lines > self.nurange[0]-self.margin) \ * (trans.nu_lines < self.nurange[1]+self.margin) if not '_elower' in trans: - print('It seems that the hdf5 file for the transition file was created using the old version of exojax<1.1. Remove', - trans_file.with_suffix('.hdf5'), 'and try again.') + print(warning_old_exojax,trans_file.with_suffix('.hdf5')) return - cdt = cdt * (trans.Sij0 * self.QTref / self.QTtyp - * np.exp(-hcperk*trans._elower * (1./self.Ttyp - 1./self.Tref)) - * np.expm1(-hcperk*trans.nu_lines/self.Ttyp) / np.expm1(-hcperk*trans.nu_lines/self.Tref) - > self.crit) + + cdt = cdt * ( self.get_Sij_typ(trans.Sij0,trans._elower,trans.nu_lines) > self.crit) trans = trans[cdt] ndtrans = vaex.array_types.to_numpy(trans) self.trans_file.append(trans_file) @@ -218,7 +210,7 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 self.Sij0 = ndtrans[:, 4] else: self.Sij0 = exomol.Sij0(self._A, self._gpp, self.nu_lines, self._elower, self.QTref) - update_Sij_typ(self) + self.Sij_typ = self.get_Sij_typ(self.Sij0,self._elower,self.nu_lines) # exclude the lines whose nu_lines evaluated inside exomolapi.pickup_gE (thus sometimes different from the "nu_lines" column in trans) is not positive trans['nu_positive'] = mask_zeronu @@ -234,7 +226,7 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 Sij0x = ndtrans[:, 4] else: Sij0x = exomol.Sij0(Ax, gppx, nulx, elowerx, self.QTref) - update_Sij_typ(self) + Sij_typx = self.get_Sij_typ(Sij0x,elowerx,nulx) # exclude the lines whose nu_lines evaluated inside exomolapi.pickup_gE (thus sometimes different from the "nu_lines" column in trans) is not positive trans['nu_positive'] = mask_zeronu @@ -274,11 +266,21 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 self.masking(mask, mask_needed) - def update_Sij_typ(self): - """update Sij for typical temperature, Sij_typ.""" - self.Sij_typ = self.Sij0 * self.QTref / self.QTtyp \ - * np.exp(-hcperk*self._elower * (1./self.Ttyp - 1./self.Tref)) \ - * np.expm1(-hcperk*self.nu_lines/self.Ttyp) / np.expm1(-hcperk*self.nu_lines/self.Tref) + def get_Sij_typ(self,Sij0_in,elower_in,nu_in): + """compute Sij at typical temperature self.Ttyp + + Args: + Sij0_in : line strength at Tref + elower_in: elower + nu_in: wavenumber bin + + Returns: + Sij at Ttyp + + """ + return Sij0_in * self.QTref / self.QTtyp \ + * np.exp(-hcperk*elower_in * (1./self.Ttyp - 1./self.Tref)) \ + * np.expm1(-hcperk*nu_in/self.Ttyp) / np.expm1(-hcperk*nu_in/self.Tref) def masking(self, mask, mask_needed=True): """applying mask and (re)generate jnp.arrays. @@ -309,8 +311,7 @@ def masking(self, mask, mask_needed=True): self.gpp = jnp.array(self._gpp) self.jlower = jnp.array(self._jlower, dtype=int) self.jupper = jnp.array(self._jupper, dtype=int) - # Broadening parameters - self.set_broadening() + self.set_broadening() # Broadening parameters def set_broadening(self, alpha_ref_def=None, n_Texp_def=None): """setting broadening parameters. @@ -458,7 +459,6 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 self.path = pathlib.Path(path) numinf, numtag = hitranapi.read_path(self.path) - self.Tref = 296.0 self.crit = crit self.Ttyp = Ttyp @@ -497,32 +497,13 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 hapi.db_begin(str(self.path.parent)) molec = str(self.path.stem) self.molecid = search_molecid(molec) - - # nd arrays using DRAM (not jnp, not in GPU) - self.nu_lines = hapi.getColumn(molec, 'nu') - self.Sij0 = hapi.getColumn(molec, 'sw') - self.delta_air = hapi.getColumn(molec, 'delta_air') - self.isoid = hapi.getColumn(molec, 'local_iso_id') - self.uniqiso = np.unique(self.isoid) - - self._A = hapi.getColumn(molec, 'a') - self._n_air = hapi.getColumn(molec, 'n_air') - self._gamma_air = hapi.getColumn(molec, 'gamma_air') - self._gamma_self = hapi.getColumn(molec, 'gamma_self') - self._elower = hapi.getColumn(molec, 'elower') - self._gpp = hapi.getColumn(molec, 'gpp') + self.get_value_hapi(molec) else: molnm = str(self.path.name)[0:2] - if molnm == '01': - if self.path.name != '01_HITEMP2010': - path_old = self.path - self.path = self.path.parent/'01_HITEMP2010' - print('Warning: Changed the line list path from', - path_old, 'to', self.path) - if molnm == '02': - if self.path.name != '02_HITEMP2010': + if molnm == '01' or molnm == '02': + if self.path.name != molnm+'_HITEMP2010': path_old = self.path - self.path = self.path.parent/'02_HITEMP2010' + self.path = self.path.parent/molnm+'_HITEMP2010' print('Warning: Changed the line list path from', path_old, 'to', self.path) @@ -541,48 +522,10 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 molec = str(flname.stem) self.molecid = search_molecid(molec) if k == 0: - # nd arrays using DRAM (not jnp, not in GPU) - self.nu_lines = hapi.getColumn(molec, 'nu') - self.Sij0 = hapi.getColumn(molec, 'sw') - self.delta_air = hapi.getColumn(molec, 'delta_air') - self.isoid = hapi.getColumn(molec, 'local_iso_id') - self.uniqiso = np.unique(self.isoid) - - self._A = hapi.getColumn(molec, 'a') - self._n_air = hapi.getColumn(molec, 'n_air') - self._gamma_air = hapi.getColumn(molec, 'gamma_air') - self._gamma_self = hapi.getColumn(molec, 'gamma_self') - self._elower = hapi.getColumn(molec, 'elower') - self._gpp = hapi.getColumn(molec, 'gpp') + self.get_value_hapi(molec) else: - # nd arrays using DRAM (not jnp, not in GPU) - nulx = hapi.getColumn(molec, 'nu') - Sij0x = hapi.getColumn(molec, 'sw') - delta_airx = hapi.getColumn(molec, 'delta_air') - isoidx = hapi.getColumn(molec, 'local_iso_id') - uniqisox = np.unique(self.isoid) - - Ax = hapi.getColumn(molec, 'a') - n_airx = hapi.getColumn(molec, 'n_air') - gamma_airx = hapi.getColumn(molec, 'gamma_air') - gamma_selfx = hapi.getColumn(molec, 'gamma_self') - elowerx = hapi.getColumn(molec, 'elower') - gppx = hapi.getColumn(molec, 'gpp') - - self.nu_lines = np.hstack([self.nu_lines, nulx]) - self.Sij0 = np.hstack([self.Sij0, Sij0x]) - self.delta_air = np.hstack([self.delta_air, delta_airx]) - self.isoid = np.hstack([self.isoid, isoidx]) - self.uniqiso = np.hstack([self.uniqiso, uniqisox]) - - self._A = np.hstack([self._A, Ax]) - self._n_air = np.hstack([self._n_air, n_airx]) - self._gamma_air = np.hstack([self._gamma_air, gamma_airx]) - self._gamma_self = np.hstack( - [self._gamma_self, gamma_selfx]) - self._elower = np.hstack([self._elower, elowerx]) - self._gpp = np.hstack([self._gpp, gppx]) - + self.update_value_hapi(molec) + self.logsij0 = jnp.array(np.log(self.Sij0)) self.elower = jnp.array(self._elower) self.QTtyp = self.Qr_layer_HAPI([self.Ttyp])[0] @@ -596,6 +539,45 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 self.masking(mask) + def get_value_hapi(self,molec): + """get values using HAPI + + Args: + molec: molecular name + + """ + self.nu_lines = hapi.getColumn(molec, 'nu') + self.Sij0 = hapi.getColumn(molec, 'sw') + self.delta_air = hapi.getColumn(molec, 'delta_air') + self.isoid = hapi.getColumn(molec, 'local_iso_id') + self.uniqiso = np.unique(self.isoid) + self._A = hapi.getColumn(molec, 'a') + self._n_air = hapi.getColumn(molec, 'n_air') + self._gamma_air = hapi.getColumn(molec, 'gamma_air') + self._gamma_self = hapi.getColumn(molec, 'gamma_self') + self._elower = hapi.getColumn(molec, 'elower') + self._gpp = hapi.getColumn(molec, 'gpp') + + def update_value_hapi(self,molec): + """update values using HAPI + + Args: + molec: molecular name + + """ + self.nu_lines = np.hstack([self.nu_lines, hapi.getColumn(molec, 'nu')]) + self.Sij0 = np.hstack([self.Sij0, hapi.getColumn(molec, 'sw')]) + self.delta_air = np.hstack([self.delta_air, hapi.getColumn(molec, 'delta_air')]) + self.isoid = np.hstack([self.isoid, hapi.getColumn(molec, 'local_iso_id')]) + self.uniqisox = np.unique(self.isoid) + self._A = np.hstack([self._A, hapi.getColumn(molec, 'a')]) + self._n_air = np.hstack([self._n_air, hapi.getColumn(molec, 'n_air')]) + self._gamma_air = np.hstack([self._gamma_air, hapi.getColumn(molec, 'gamma_air')]) + self._gamma_self = np.hstack([self._gamma_self, hapi.getColumn(molec, 'gamma_self')]) + self._elower = np.hstack([self._elower, hapi.getColumn(molec, 'elower')]) + self._gpp = np.hstack([self._gpp, hapi.getColumn(molec, 'gpp')]) + + def masking(self, mask): """applying mask and (re)generate jnp.arrays. @@ -701,7 +683,6 @@ def ExomolQT(self, path): path: path for Exomol data directory/tag. For instance, "/home/CO/12C-16O/Li2015" """ # load pf - self.empath = pathlib.Path(path) t0 = self.empath.parents[0].stem molec = t0+'__'+str(self.empath.stem) @@ -1200,12 +1181,9 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Irwin=F # load args self.kurucz_file = pathlib.Path(path) # VALD3 output - # self.path = pathlib.Path(path) #molec=t0+"__"+str(self.path.stem) #t0=self.path.parents[0].stem self.nurange = [np.min(nurange), np.max(nurange)] self.margin = margin self.crit = crit - # self.bkgdatm=bkgdatm - # self.broadf=broadf # load vald file ("Extract Stellar" request) print('Reading Kurucz file') @@ -1373,8 +1351,6 @@ def QT_interp_284(self, T): Returns: Q(T)*284: interpolated in jnp.array for all 284 Atomic Species """ - # self.T_gQT.shape -> (42,) - # self.gQT_284species.shape -> (284, 42) list_gQT_eachspecies = self.gQT_284species.tolist() listofDA_gQT_eachspecies = list( map(lambda x: jnp.array(x), list_gQT_eachspecies)) From 4ce7f6017f6866060fa4a21e19cb4d7a7135c92d Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Sat, 12 Mar 2022 18:49:37 +0900 Subject: [PATCH 21/73] tmp --- src/exojax/spec/autospec.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/exojax/spec/autospec.py b/src/exojax/spec/autospec.py index 4b75ac75..d37a631e 100644 --- a/src/exojax/spec/autospec.py +++ b/src/exojax/spec/autospec.py @@ -22,7 +22,7 @@ class AutoXS(object): """exojax auto cross section generator.""" - def __init__(self, nus, database, molecules, databasedir='.database', memory_size=30, broadf=True, crit=-np.inf, xsmode='auto', autogridconv=True, pdit=1.5): + def __init__(self, nus, database, molecules, databasedir='.database', memory_size=30, broadf=True, crit=0.0, xsmode='auto', autogridconv=True, pdit=1.5): """ Args: nus: wavenumber bin (cm-1) From 1816588cb2b9f0125fe5eccafd57c6aae184e733 Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Sun, 13 Mar 2022 08:50:12 +0900 Subject: [PATCH 22/73] reproduce a demo for Ttyp --- tests/xs/Ttyp_demo.py | 42 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) create mode 100644 tests/xs/Ttyp_demo.py diff --git a/tests/xs/Ttyp_demo.py b/tests/xs/Ttyp_demo.py new file mode 100644 index 00000000..3dba12a4 --- /dev/null +++ b/tests/xs/Ttyp_demo.py @@ -0,0 +1,42 @@ +from exojax.spec import xsection +from exojax.spec import SijT, doppler_sigma, gamma_natural +from exojax.spec.exomol import gamma_exomol +from exojax.spec import moldb +import numpy as np + +def demo(Tfix,Ttyp,crit=1.e-40): + """reproduce userguide/moldb.html#masking-weak-lines + + Args: + Tfix: gas temperature + Ttyp: Ttyp for line strength criterion + crit: line strength criterion + + Returns + nus, xsv + + """ + + nus=np.linspace(1000.0,10000.0,900000,dtype=np.float64) #cm-1 + mdbCO=moldb.MdbExomol('.database/CO/12C-16O/Li2015',nus, Ttyp=Ttyp, crit=crit) + Mmol=28.010446441149536 # molecular weight + Pfix=1.e-3 # we compute P=1.e-3 bar + qt=mdbCO.qr_interp(Tfix) + Sij=SijT(Tfix,mdbCO.logsij0,mdbCO.nu_lines,mdbCO.elower,qt) + gammaL = gamma_exomol(Pfix,Tfix,mdbCO.n_Texp,mdbCO.alpha_ref)\ + + gamma_natural(mdbCO.A) + # thermal doppler sigma + sigmaD=doppler_sigma(mdbCO.nu_lines,Tfix,Mmol) + #line center + nu0=mdbCO.nu_lines + xsv=xsection(nus,nu0,sigmaD,gammaL,Sij,memory_size=30) + return nus, xsv + +if __name__=="__main__": + Tfix=2000.0 + Ttyp=1000. + nus,xsv=demo(Tfix,Ttyp,crit=1.e-40) + import matplotlib.pyplot as plt + plt.plot(1.e4/nus,xsv) + plt.yscale("log") + plt.show() From bf3fcc77f9c3cdcb8ce03fef24067aac03eb6fb2 Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Sun, 13 Mar 2022 09:39:33 +0900 Subject: [PATCH 23/73] test passed --- src/exojax/spec/moldb.py | 87 ++++++++++++++++++---------------------- 1 file changed, 40 insertions(+), 47 deletions(-) diff --git a/src/exojax/spec/moldb.py b/src/exojax/spec/moldb.py index ac2099c4..99207602 100644 --- a/src/exojax/spec/moldb.py +++ b/src/exojax/spec/moldb.py @@ -16,7 +16,8 @@ explanation_states = "Note: Couldn't find the hdf5 format. We convert data to the hdf5 format. After the second time, it will become much faster." explanation_trans = "Note: Couldn't find the hdf5 format. We convert data to the hdf5 format. After the second time, it will become much faster." -warning_old_exojax = "It seems that the hdf5 file for the transition file was created using the old version of exojax<1.1. Try again after removing " +warning_old_exojax = 'It seems that the hdf5 file for the transition file was created using the old version of exojax<1.1. Try again after removing ' + class MdbExomol(object): """molecular database of ExoMol. @@ -117,14 +118,15 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 if numinf is None: self.trans_file = self.path/pathlib.Path(molec+'.trans.bz2') if not self.trans_file.with_suffix('.hdf5').exists() and not self.trans_file.exists(): - self.download(molec, ['.trans.bz2']) + self.download(molec, ['.trans.bz2']) if self.trans_file.with_suffix('.hdf5').exists(): trans = vaex.open(self.trans_file.with_suffix('.hdf5')) cdt = (trans.nu_lines > self.nurange[0]-self.margin) \ * (trans.nu_lines < self.nurange[1]+self.margin) if not '_elower' in trans: - print(warning_old_exojax,self.trans_file.with_suffix('.hdf5')) + print(warning_old_exojax, + self.trans_file.with_suffix('.hdf5')) return cdt = cdt * (trans.Sij0 * self.QTref / self.QTtyp * np.exp(-hcperk*trans._elower * (1./self.Ttyp - 1./self.Tref)) @@ -179,17 +181,20 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 trans_file = self.path / \ pathlib.Path(molec+'__'+numtag[i]+'.trans.bz2') if not trans_file.with_suffix('.hdf5').exists() and not trans_file.exists(): - self.download(molec, extension=['.trans.bz2'], numtag=numtag[i]) + self.download(molec, extension=[ + '.trans.bz2'], numtag=numtag[i]) if trans_file.with_suffix('.hdf5').exists(): trans = vaex.open(trans_file.with_suffix('.hdf5')) cdt = (trans.nu_lines > self.nurange[0]-self.margin) \ * (trans.nu_lines < self.nurange[1]+self.margin) if not '_elower' in trans: - print(warning_old_exojax,trans_file.with_suffix('.hdf5')) + print(warning_old_exojax, + trans_file.with_suffix('.hdf5')) return - cdt = cdt * ( self.get_Sij_typ(trans.Sij0,trans._elower,trans.nu_lines) > self.crit) + cdt = cdt * (self.get_Sij_typ(trans.Sij0, + trans._elower, trans.nu_lines) > self.crit) trans = trans[cdt] ndtrans = vaex.array_types.to_numpy(trans) self.trans_file.append(trans_file) @@ -209,8 +214,10 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 if trans_file.with_suffix('.hdf5').exists(): self.Sij0 = ndtrans[:, 4] else: - self.Sij0 = exomol.Sij0(self._A, self._gpp, self.nu_lines, self._elower, self.QTref) - self.Sij_typ = self.get_Sij_typ(self.Sij0,self._elower,self.nu_lines) + self.Sij0 = exomol.Sij0( + self._A, self._gpp, self.nu_lines, self._elower, self.QTref) + self.Sij_typ = self.get_Sij_typ( + self.Sij0, self._elower, self.nu_lines) # exclude the lines whose nu_lines evaluated inside exomolapi.pickup_gE (thus sometimes different from the "nu_lines" column in trans) is not positive trans['nu_positive'] = mask_zeronu @@ -225,8 +232,9 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 if trans_file.with_suffix('.hdf5').exists(): Sij0x = ndtrans[:, 4] else: - Sij0x = exomol.Sij0(Ax, gppx, nulx, elowerx, self.QTref) - Sij_typx = self.get_Sij_typ(Sij0x,elowerx,nulx) + Sij0x = exomol.Sij0( + Ax, gppx, nulx, elowerx, self.QTref) + Sij_typx = self.get_Sij_typ(Sij0x, elowerx, nulx) # exclude the lines whose nu_lines evaluated inside exomolapi.pickup_gE (thus sometimes different from the "nu_lines" column in trans) is not positive trans['nu_positive'] = mask_zeronu @@ -266,17 +274,16 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 self.masking(mask, mask_needed) - def get_Sij_typ(self,Sij0_in,elower_in,nu_in): - """compute Sij at typical temperature self.Ttyp + def get_Sij_typ(self, Sij0_in, elower_in, nu_in): + """compute Sij at typical temperature self.Ttyp. Args: Sij0_in : line strength at Tref elower_in: elower nu_in: wavenumber bin - + Returns: Sij at Ttyp - """ return Sij0_in * self.QTref / self.QTtyp \ * np.exp(-hcperk*elower_in * (1./self.Ttyp - 1./self.Tref)) \ @@ -311,7 +318,7 @@ def masking(self, mask, mask_needed=True): self.gpp = jnp.array(self._gpp) self.jlower = jnp.array(self._jlower, dtype=int) self.jupper = jnp.array(self._jupper, dtype=int) - self.set_broadening() # Broadening parameters + self.set_broadening() # Broadening parameters def set_broadening(self, alpha_ref_def=None, n_Texp_def=None): """setting broadening parameters. @@ -525,7 +532,7 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 self.get_value_hapi(molec) else: self.update_value_hapi(molec) - + self.logsij0 = jnp.array(np.log(self.Sij0)) self.elower = jnp.array(self._elower) self.QTtyp = self.Qr_layer_HAPI([self.Ttyp])[0] @@ -539,12 +546,11 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 self.masking(mask) - def get_value_hapi(self,molec): - """get values using HAPI + def get_value_hapi(self, molec): + """get values using HAPI. Args: molec: molecular name - """ self.nu_lines = hapi.getColumn(molec, 'nu') self.Sij0 = hapi.getColumn(molec, 'sw') @@ -558,26 +564,29 @@ def get_value_hapi(self,molec): self._elower = hapi.getColumn(molec, 'elower') self._gpp = hapi.getColumn(molec, 'gpp') - def update_value_hapi(self,molec): - """update values using HAPI + def update_value_hapi(self, molec): + """update values using HAPI. Args: molec: molecular name - """ self.nu_lines = np.hstack([self.nu_lines, hapi.getColumn(molec, 'nu')]) self.Sij0 = np.hstack([self.Sij0, hapi.getColumn(molec, 'sw')]) - self.delta_air = np.hstack([self.delta_air, hapi.getColumn(molec, 'delta_air')]) - self.isoid = np.hstack([self.isoid, hapi.getColumn(molec, 'local_iso_id')]) + self.delta_air = np.hstack( + [self.delta_air, hapi.getColumn(molec, 'delta_air')]) + self.isoid = np.hstack( + [self.isoid, hapi.getColumn(molec, 'local_iso_id')]) self.uniqisox = np.unique(self.isoid) self._A = np.hstack([self._A, hapi.getColumn(molec, 'a')]) self._n_air = np.hstack([self._n_air, hapi.getColumn(molec, 'n_air')]) - self._gamma_air = np.hstack([self._gamma_air, hapi.getColumn(molec, 'gamma_air')]) - self._gamma_self = np.hstack([self._gamma_self, hapi.getColumn(molec, 'gamma_self')]) - self._elower = np.hstack([self._elower, hapi.getColumn(molec, 'elower')]) + self._gamma_air = np.hstack( + [self._gamma_air, hapi.getColumn(molec, 'gamma_air')]) + self._gamma_self = np.hstack( + [self._gamma_self, hapi.getColumn(molec, 'gamma_self')]) + self._elower = np.hstack( + [self._elower, hapi.getColumn(molec, 'elower')]) self._gpp = np.hstack([self._gpp, hapi.getColumn(molec, 'gpp')]) - def masking(self, mask): """applying mask and (re)generate jnp.arrays. @@ -674,8 +683,6 @@ def download(self, numtag=None): print('renamed par file in', self.path/pathlib.Path(numtag), ':', flname_nonzero, '=>', flname_zero) - #################################### - def ExomolQT(self, path): """use a partition function from ExoMol. @@ -824,7 +831,7 @@ def search_molecid(molec): return None -class AdbVald(object): # integrated from vald3db.py +class AdbVald(object): """atomic database from VALD3 (http://vald.astro.uu.se/) AdbVald is a class for VALD3. @@ -871,12 +878,9 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Irwin=F # load args self.vald3_file = pathlib.Path(path) # VALD3 output - # self.path = pathlib.Path(path) #molec=t0+"__"+str(self.path.stem) #t0=self.path.parents[0].stem self.nurange = [np.min(nurange), np.max(nurange)] self.margin = margin self.crit = crit - # self.bkgdatm=bkgdatm - # self.broadf=broadf # load vald file ("Extract Stellar" request) print('Reading VALD file') @@ -897,7 +901,7 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Irwin=F self.T_gQT = jnp.array(pfTdat.columns[1:], dtype=float) self.gQT_284species = jnp.array(self.pfdat.iloc[:, 1:].to_numpy( dtype=float)) # grid Q vs T vs Species - self.Tref = 296.0 # \\\\ + self.Tref = 296.0 self.QTref_284 = np.array(self.QT_interp_284(self.Tref)) # identify index of QT grid (gQT) for each line self._QTmask = self.make_QTmask(self._ielem, self._iion) @@ -923,10 +927,6 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Irwin=F self.ionE = jnp.array( list(map(atomllapi.pick_ionE, self.ielem, self.iion, [df_ionE, ] * len(self.ielem)))) - # End of the CONSTRUCTOR definition ↑ - - # Defining METHODS ↓ - def masking(self, mask): """applying mask and (re)generate jnp.arrays. @@ -979,7 +979,6 @@ def Atomic_gQT(self, atomspecies): Returns: gQT: grid Q(T) for the species """ - # if len(atomspecies.split(' '))==2: atomspecies_Roman = atomspecies.split( ' ')[0] + '_' + 'I'*int(atomspecies.split(' ')[-1]) gQT = self.gQT_284species[np.where( @@ -1053,8 +1052,6 @@ def QT_interp_284(self, T): Returns: Q(T)*284: interpolated in jnp.array for all 284 Atomic Species """ - # self.T_gQT.shape -> (42,) - # self.gQT_284species.shape -> (284, 42) list_gQT_eachspecies = self.gQT_284species.tolist() listofDA_gQT_eachspecies = list( map(lambda x: jnp.array(x), list_gQT_eachspecies)) @@ -1140,6 +1137,7 @@ def __init__(self, adb): self.gQT_284species = adb.gQT_284species self.T_gQT = adb.T_gQT + class AdbKurucz(object): """atomic database from Kurucz (http://kurucz.harvard.edu/linelists/) @@ -1221,10 +1219,6 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Irwin=F self.ionE = jnp.array( list(map(atomllapi.pick_ionE, self.ielem, self.iion, [df_ionE, ] * len(self.ielem)))) - # End of the CONSTRUCTOR definition ↑ - - # Defining METHODS ↓ - def masking(self, mask): """applying mask and (re)generate jnp.arrays. @@ -1277,7 +1271,6 @@ def Atomic_gQT(self, atomspecies): Returns: gQT: grid Q(T) for the species """ - # if len(atomspecies.split(' '))==2: atomspecies_Roman = atomspecies.split( ' ')[0] + '_' + 'I'*int(atomspecies.split(' ')[-1]) gQT = self.gQT_284species[np.where( From f3b0be9d70919b9c40d07e82ee0e31adf3205889 Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Sun, 13 Mar 2022 09:45:01 +0900 Subject: [PATCH 24/73] cdt --- src/exojax/spec/moldb.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/src/exojax/spec/moldb.py b/src/exojax/spec/moldb.py index 99207602..2ce7a4a5 100644 --- a/src/exojax/spec/moldb.py +++ b/src/exojax/spec/moldb.py @@ -128,10 +128,8 @@ def __init__(self, path, nurange=[-np.inf, np.inf], margin=0.0, crit=0., Ttyp=10 print(warning_old_exojax, self.trans_file.with_suffix('.hdf5')) return - cdt = cdt * (trans.Sij0 * self.QTref / self.QTtyp - * np.exp(-hcperk*trans._elower * (1./self.Ttyp - 1./self.Tref)) - * np.expm1(-hcperk*trans.nu_lines/self.Ttyp) / np.expm1(-hcperk*trans.nu_lines/self.Tref) - > self.crit) + + cdt = cdt * (self.get_Sij_typ(trans.Sij0,trans._elower, trans.nu_lines) > self.crit) trans = trans[cdt] ndtrans = vaex.array_types.to_numpy(trans) else: From a66278c94a88efa293f188faae37b9f31117054b Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Mon, 14 Mar 2022 16:51:13 +0900 Subject: [PATCH 25/73] added a unit test for jaxopt --- .../tutorial/optimize_spectrum_JAXopt.ipynb | 109 +++++++++++++++++- tests/jaxopt/optimize_spectrum_JAXopt_test.py | 105 +++++++++++++++++ 2 files changed, 208 insertions(+), 6 deletions(-) create mode 100644 tests/jaxopt/optimize_spectrum_JAXopt_test.py diff --git a/examples/tutorial/optimize_spectrum_JAXopt.ipynb b/examples/tutorial/optimize_spectrum_JAXopt.ipynb index 578977d3..10a122f0 100644 --- a/examples/tutorial/optimize_spectrum_JAXopt.ipynb +++ b/examples/tutorial/optimize_spectrum_JAXopt.ipynb @@ -50,7 +50,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 3, @@ -59,7 +59,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXQAAAD4CAYAAAD8Zh1EAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAABbJUlEQVR4nO19eZgcVdn9uVXdPVsmmewJ2QMJSdgChACy75uKiCKoqKAi7rsfiCiiKKj4Uz+RTVk/FQFRQHbZtwABQiAhG0nIvmcyma2nu+r+/qi61bdu3dq6q7eZe54nT3qqq6tuV1edOnXe974voZRCQUFBQaH+oVV7AAoKCgoKyUARuoKCgkI/gSJ0BQUFhX4CRegKCgoK/QSK0BUUFBT6CVLV2vGIESPo5MmTq7V7BQUFhbrE66+/vo1SOlL2XtUIffLkyZg/f361dq+goKBQlyCEvO/3nrJcFBQUFPoJFKErKCgo9BMoQldQUFDoJ1CErqCgoNBPoAhdQUFBoZ9AEbqCgoJCP4EidAUFBYV+ggFD6M8v34o127urPQwFBQWFsqFqE4sqjfP/8ioAYPXVZ1R5JAoKCgrlQahCJ4TcQgjZQgh5x+f9GYSQlwkhWULI95Ifoj9efm87Jl/yEN5Zv6uSu1VQUFCoSUSxXG4DcGrA+zsAfAPAb5IYUBw8sXgzAIvYFRQUFAY6QgmdUvocLNL2e38LpfQ1ALkkBxYFGrH+N1UbPQUFBYXKBkUJIRcRQuYTQuZv3bq15O1pNqMrOldQUFCoMKFTSm+ilM6hlM4ZOVJa/TEWiLPd4rexvTOLjt6KP1woKCgoJI76TltMwHI5+Of/xaFXPZnQgBQUFBSqh7omdI3YlkuJHnpPzkhiOAoKCgpVRWgeOiHk7wCOBTCCELIOwE8ApAGAUnoDIWQMgPkABgMwCSHfAjCLUtpRrkEzsKBoGJ+XSvgKCgoK9YBQQqeUnhfy/iYA4xMbUQheXbUDf3pmBa46az8QRAuKmhXic0op3lq3C7MntFVmhwoKCgoc6s5y2d6ZxTNLt6KjJwdqU3neMAM/Y1SI0f9v3vv4yHUv4pmlWyqyPwUFBQUedUfoad0acs4wkTMsos7mgwm9EnnqlFK8u2k3AGDdzp6y709BQUFBRP0ReooROkWfTeR+hH7/gvVYva0rEqHfOe99rNjSGbqe7Gng4ze8hCOveRqm/STAgrUiXlqxDVs6ekP3oaCgoFAM6o/QdYssc4aJPptce32yVL551wKc/LvnIlkul//7HVz2r7edv7N5A+f/5RVXnZg31uzEXpc9gpdWbHN99rXVO7G+vQd5ez+65Kj25gx88s+v4At3zA8di4KCgkIxqDtCz3CWC1Pou7N5rG+X2xx9eTNyUHTc0Cbn9Tvrd+H55dvwo38XapI9u9Sa3TpvZaF2zAnXPuO8XrfTKs8rU+hM/W/v7JO8txtbd2ejDVJBQUHBB3VH6GkJoT+0cCOOuPopl1I3ORY3IzJ6a0Mh6acvb30mw8nt7r48AKDZXo9Sive2djnvL1pvZWrqmpvQKaX46ytrAAB7jhrk2e8X73gdv39yWaQxKigoKPih7gg9ZVsufXmKnOBn9/QVCN3gfPNL7lsYadt9BuVeW9vOpHhCt7bfktFd6zDszlqELxL68i2d+PurFqFPHNYEETu6+tDRk480RgUFBQU/1B2hyywXBp7ged/8sUWbpdsSlTv/+ayt9hmhd2bzeHqJlY7YnLEUem+fPBhLBMtlV0+hVozMjunJGZ6bk4KCgkJc1F3HIma55E3To5D5bJewQOg763fhvjfWu5bxNwimxlkQ9rt3L8CGXVaGSkPaGoNfyQBdIG3eChLHZZhWto54c1JQUIiOvrzpepoeqKi7I+CkLeapJ12RV7n5EEL/0zMrcMuLqwAAl5w2A9NGDXJ9ntknmZRlr7y7cbfzHtu0L6ELR7U3V9iumELJtiHenBQUFKLhuWVbMf1Hj2DB2vZqD6XqqD9CZx66YXpsCjbRaOmm3b455Wt3dCNvmC6/PaURZFKaa3udvRah7+iyyus2cHd/w7TW47fhRnSFzrahFLqCQnF4yrZCX39/Z5VHUn3UHaGLHvoJM0bh5s/MAWCnKJoUp/zuOZx9/UvSz5/w22fx0NsbXepa1wjSuuYKinZmLd/7xRXbccYfnkdjWnfeY7zvp9DFYmBuQnevywhdeegKUXD8b57B5297rdrDqCmwa4eJvYGMuiP0lEDomZTmUu3zVgX3F+3Lm9je2edV6LqGvnxhGVPoALB2R4/Ln2PBVJ6oRwzKOK8NkdBt9d2U1mFSil3dOWfCErsp5IwKVRBTqGus3NaFJ5eoWkE82FNvSqscnWXzBnbXYGOcuiP0wkxRij7DIvRMqkDyzGrxmX0PwDoBunlC1zXbcimQKvPQGbq4vxlh8zeFIU1p1/Z5sIyZlgYdhknx8Rtfwgf/9wVrGzlluSgolAJ23aYqqNB/99/l+MSN8yq2v6ioP0K378J3z1+LHZ19SOuaY8Pw2SJB5VtypukidMtyIVIPnaG9u3A3ZoTdyyn6tuaCQhf3zYi/OZOCQSmWbbZuOqZJnclKynJRUCgOebPylsumXb3YUoOzu+uO0Flj6Pe3d2N3Nu9R6KJ10dac9mwjb1CX/51iHjqnksU+o5s6enH2QVbZd1Oi0NsCFHpv3oCuETSkNFfue59hOrZNWMVIBQUFOfJVslwqUcU1LuqO0EVkdE1aDoDh+6fs7flM3jAdZQzYCj2luVIHd3R5a64Mt33yvOH10BszXNDUExQ10ZjSoGsEj7yziVtuoMeenLS+vQfn3PByyLdVUFAQwSqgprTKKfS+vFmxPgtxUPeE3pAqEHo2701lbEjpns/0GdSVG57WNTTo7rTFHV3egMfHDhYUOkfoDVzyOaUU+/7kMXz1r28AsIi7Ma17Zon25tw3lldX7wj5tgoK9Q2/yqilIF+FhIKsnVFXa6h7Qk/rmpMjnjO89V0aJLPHxOi0Llgupkmxs9ut0PcdNxjj2qw6LOzO3MNN/c+48tStUgEPvb0RgK3Q07qnxks2b3hO8Fo8SRQUksCrq3ZgxuWPuqqVJoGcfc2IT8blRDZvKsulHMik3JaL6EXLCL1DCHimNIJ0ijj+++7evOdxStc0h5ANiUI/gOsjyqc/ApaH3pDWHP/fWZ5zB2cBd90XBYX+hMcXWXbjwnXtiW6XWS6VtECyebOiN5Co6CeEziowSiyXtNdy6ejxKvSMriNn3wxekeSy66RQWIup6I7eHNqa01h99RnYiyuLu53z3+9fsB5rd3SjMaVDDML35gzP5KTtXbUXOVdQSAJbO61ze2RrQ6LbZZZLJRWzNYmxYruLjPondF3McnEfZVkqk5jBktY1pFMEWfuzF935uuczKV6h27t4a2079tljMACgkfPq+WYV37xrARau24XGtCaxXEwPoW+TNMBQUOgP2GYTOqtWmhRY2mIlM3+zeUMp9HIgIwRFxSwXWSrTbsFy0e2ZojnD9Ezb59dhfGyYJjqzeby7sQMHTxoGAGhMF/Yjy0+VB0UNTz0YWXaNgkI9glLq6sG7pcO6LpKOE7G0RaOCkjmbU1kuZUGGm1jU3t3nlLhlEFUx4J00xKb+U2oFMwFr5iffrUjXCAgh0DUCg1Ks2d4NkwIzx7QCcGfTyNrJ8UHR6aMteyabNz2Evr1TWS4K/QM/fXAx9rrsEUckMcslrBJqXLDYVzkV+r4/eQzf+Pubzt8sxbnWkhjqn9BTVrAxpRHc/PwqvLrKnfony00VbY6UrjlledmM0O+ePN3lyTEy1gmBYRZmdrLa6LxClxN6wXJpsVvYPbF4E7pzKiiq0D9x20urARQIl11bSStbJyhaRgukM5vHA29twJJNHbj0voXotYVYrdkuoYROCLmFELKFEPKOz/uEEPIHQsgKQshCQshByQ/TH8w/T4tFyG3IFLqH0O20RaBw0jVnUvjFR/fzbEfTrOAL8+1029LhFbrMNuEtl0E2od89fx2esxtPM3Rmk8/TVeif2NzRi8mXPISnlsg7clUbTEz1CllfiRO6vb1KqOVP//kV/P3VtU6tp1qzXaIo9NsAnBrw/mkAptn/LgJwfenDig5mi/jVcZAV7BF9dt2uhw7AyT8f1KDjnDkTcOLMUc46AFPo1Imsp+3lDZxClzWr4C2XZm5WqVgEjJXtVVAQIcZ3WEOHv72ytgqjCQc737M59yScJElwy+5erNrWlfh2/bCz23191loueiihU0qfAxA0hfFMAHdQC/MAtBFCxiY1QBme+PbRzmtmlaR8FHqU6cCWh26txwidReKZqmZt5TTNJnRWP0JnCj34UDamCgqdWS4ydCmFruADka8Ywfuc+lVHIVnBcCUiJOmh/8+9hQbwlSBXWQvJWkISp8I4ALxEWGcv84AQchEhZD4hZP7WrVtlq0TCtNGtzmum0P2yQ/QIBXtSuuY0sGDbaWnQ7c/bhG4TfkojMGlhRip7X2wMLcLy0K3XgwIIvVNQ7AoKDF4ysf6XNR6vBbBrozdnumJDSWaj8MX4krxR9OYMJxYWRNq1lote0Xs7pfQmSukcSumckSNHJrLNsMawURU6I/TtnYJC19wKXdcI8iZ1fuSoJTt5y6Up453sxNClCF3BByKxMEVaq4TOro1s3kB7T0FwJUm8/CSlW19chQ3tPYls90t3vo5DrvovgOBeBXUXFI2A9QAmcH+Pt5dVBMzquPCIKRglmYEmC4oysOuAkIKvzSY/tNiEzoic3Rg0QmCatFBUn3sC+PXH9vfdV2Nacy68tPDUcM6c8fj9ubNx1LQRitATxrWPL8UX75hf7WEkApE8HEKvYJXBOGDXxqZdvViyqdBkPUmbYndvzkkD3tyRxQW3JtOe79llloNAKQ0m9H5ouTwA4DN2tsthAHZRSjcmsN1IYD7djz80C784az/P+0EKndk1lFrt4YDCTM1m23JxiFwrKHTLQ7dLdnIK/eNzJvg+MfAKXbzJtDSkcObscRjcmFaWS8L436dW4InFtZkFEhd+/m2tttJk18bnb5+PH3Bed5IKvaM372ouk3TpjJxBkc37x7XqLihKCPk7gJcB7E0IWUcI+Twh5GJCyMX2Kg8DWAlgBYCbAXylbKOVgCdQRsI8ghS6i9AFhc58bkbkvEI3aMFyEW8Yus/jb2NKdzoZpTSC1y47sTBue98tDboKiir4QkzLY+dg7Sp0+biSVLUdPTlX+8ekJy1l80Zg85laU+ihRRUopeeFvE8BfDWxEcUET+gtkhoRQV1Mrj57f/z6sSUYPaQBRrv1w2zrzEIjBSuH987Z/7zlIua/s2Bpa0PKlZLYkNbAfnpdJ66m0uzpoKUhpRS6gi94y8U0qaMO/UREteEnppKsX767N4/BjVy3sIRro/flTSza0OH7fq0p9GSr5FQB/PR8pnSt/qD2yR7wPHrCzFE4Y38rw7KJy3JpSutO1oom2CQpjcCghdlp4knLFEJbS9pF6I1p3UkzS9llBBia7BvRoIYUuvryoJSGZs0oDDzwCn3qDx92ztndvXlc8+gSfPek6b7pu9WA32S/JLNcOnpzaG0s0FjSCn319i5c/H/eYn0MtZblUv+E7rJcrK/TmNKRMywyDVIv/AnHLJfuPgPDWwrqOSUQupWHbnJ56PLti08LTemC5SKmUg5qKCh0Sq0xBOWqKwxMiGTFZjw/atcZnzl2MD58wB4VH5cfZAo9ZWeJJQHTpOjM5jE4oJ9vqTj7+uC2kP0xy6Wq4BV6i03KshosIghxv9fE1U1v5F7zM0TZ/9ZMUdbHUH4IxVzzxrQOCnmq4x52JyRm8wRF1RUGLsLIKl9kdaon392M4699xlN6ulSITwu6RpDSSWIk2NmXB6XAYE6h5yosmWvNQ69bQh8/1CJBXqEzlb33mMLEI7/AjJg6mElpzrr8NH5npqjOK3SEKvRmD6FrnEJ3f2b80GbX8lq76yvUBsL82mJPm8v//Q5Wbu3C5o7e8JVjQLz2UhpBStMS87lZoxreQ0/q0okaZ1YeekK4+0uH4401O13k2JDScddFh2HGmFbMvvIJAP4ZADIibsro2N2bdzWrYCKjEBxlxblYLRc/he7OuMmkNFeWC4892hoBFGab1tpJolAbCFODxZ43gxpTwC5vn4BSIZ7naV1zJuaVAkop9vzhwzhp1mgAwOCm5GlM1wjMCDeeWlPodUvoe7Q1OVYFj8OmDo/0eZlyb0rbhM4rdCFtUbRc/Cwd0UPXCHEsF9FDZ5Ua2U2j1gItCrWBcin0Vlvhiq0Zk0ZKJ1bab4kkuKmjFyYFHltkzS9o5RR6UrDEVf0Ret1aLqVCFoFnWTK8h64J2S6aU8sleOq/GNTUCPEo9BNnjnZmuQGFpwFlufQ/PPjWBqzY0onz//IK2ruL60oVpmxpBAKSgcV7xEqCpUIkO9bGsVSF/tbaXa6/B5eB0KOmgrKb7NvrdtVEc5q6VejFghBLycgsF0bkjZLG0ilOqecNa2IR62IkA7s5XHb6THRm89hzZItTLY+p+j9/do7rM2ITaoX+gWWbd+PrXLebe19fhy8cNTX2dsLUYLE6YJAdVNzVk2z7Q1GYaITNtC7tEXTxBjeh82mLSSFoQiIP9pt86I8vYFxbE1685PjExxIHA06hD7KtEFl2SkGhF95j56STl04IXl65He9t7Qz80dlj4Myxg/Htk6a7HuH8VH2hCbUi9FrB1//+Ji7/t7S3S2Rs3JVMsDGMB4s9bViWSLkVOssse/SdTZh66UNFT6ITewjwaYtJoZig6PqECoOVgn5L6A9/4yj8v08c4FnOrBAZGTMS5oOiDEyIs9SuR97Z5DS3kOHwPYfjig/NwqFThznL2G/vVx1PZbmUD/NWbi/qcw++tQF3znu/6P3e98Y6fPaWV13Lip00FnZeFBsUZfbjziKtID/IZoSmNIKO3jxMCqzb2V3UdsUbhajQT/rtsyWTa3SFXtJuEke/JfRZewzGWQeO9yxnj5eyk5/VhGiQWC4MfK2VoFl5TWkdnztiisurZ3v0I3RluZQP5940D3fPr3xnn5fe895IfvafxfjHa2tw/TPvoTcXvXZPufLQ2Xbbu8qs0EFcRCkTTlHAe/BNad0TD1u+pRMPLdyAbZ1Z7PuTx7BwXXvsfcS1XGoF/ZbQ/cBmgcoK7jBC5y0XEV19hce9oEqOMluFTf33E2hKoZcXD761oeL79DuX/uefb+OaR5fgxmdXRt5WmAKXtT6MAqaktyYc1MtLPCLe6iz2POfz2P1SFicNb8FL721HZzaPm56LfowZ+KeoScObfdertRTjAUfoI+ya6axrNw92cvANn8XMAb5eud+kIkDeeINtyY/Q2f1BpS0mA7EHZzUQpkLFhuVBCCtqVewMY6Z4k2oOwSBTr7zyLbZIF6/Q/VIW8wbFyq2dAIojXT7L5fFvH42rztpXup5h0po4zxgGHKGPHGQTuqTGMfPXZScAgfUDd3E3gqBKjhmJHSMGWEVoamKRFE8v2YL37IszDsT0uFI6+6zYEn//gDxjikeUjloMoQq9aEK3Ppc0ocvSE3kRVGypAT5LpkXo/nX0dKsT2hUPLsLv/rvcGkcRNw7+VGlI6ZgwVK7SDUqLDkaXAwOO0FnZ2pzkR2bK3HVhCKvx7wUpdFmeO7sg/T7F1MudL7/vSnMb6LjgttdwwrXPxv5ckmVaT/xt/P0DwfYdEK+WeZhf21ei4u3ozSdavlmW5cLfVIvNR+c/J15n3zpxGgA4/UBl44i7D8C/CTzleiPUAgYgoXvb1DGwHy2oQwmPQA89oNepr0K3t/eP+Wur4vf2N4iecjWefBpCLJc4Cj3Mcy5WofOe9MYEVbpUobssl9KCuIBXVMksrmJuHOLY/BIlDLO2nqgHBKEfZqcOfu24vXBoQGkAh9Bz0U40v3rPQIjl4vOZWm1UUK8QL8q4F16xhBMHUbMpgPDspz6juG5XfPByc0dygVHDpJg6osX5m8D9fWVPyVHAf060PWVPRMUQbt6gGDukEf/9zjEA/BW6wTUaqQUMiJmit3zuEGzv7MOEYc2B065ZPqss1VDGtUEXozTLBdGyXBQKKOVxViSMuNsSM6GKaTwSpg7jKPSwbZUSFGVNYZK0XPKGiaOnj8QPTt0bF//fGwDcilqWBRMFvIcuKnSZyCrGesubFB/cfyz2GmWV5vCLhZjKcqk8mjMpTBhmBTXEOuU8Tpo1Bt88YRp+ePpMz3uyyy4oD1124RcUenBQVKGAUmrDi0G3uPwh7nvG5Y9iR1e8yTdh09yLVegnzhzleb9YxZs3qJOy292XHKGb1K6BzqlovjBdElkuokKXxbWKSY/Mm6br+g5W6LE3XzYMCELnEUTCukbw7ZOmY0iz/1TiG88/uLCtmIq6kOXiv38FN6LGM2TwEHrMC1tU6Nm8GXvGaRjJxvnNeWI6Y/+xmHfpCa7uWqVkubDp83wW18qtnbj4zteL/g3ypmnVQNflvnmxQVGXhx6hSXtcBU3t4nv8THA/QjcpramJgAOO0EvFKfuMwScPnQggPqEfOW0EAGCcpOwvEL1+xEBCUMf1MIiEEVepMYLcd9xgZ9lX/voGXlqxLfI2wsgkVlDU3tY/LjoMZx04HmOGNGKsXUsfKP5YGSZ1Khby8ywuue9tPLpoE954v73o7fIKnRCCbdzkpWJjFPmAoKgsayjujYMdZ5dC9w2K0pqaCDggPHQRl39wlitYEwTZpAEWSQ8Kisrw5WP2xNkHWReiDHFS2AYKogaoZRAVa1wlxYKMok13/bPv4QN7jYi0DdYS7ZOHTsSIlgz+8NSKWGPgwZ4wRg0unD+8Ii02rztnULQ2pkAI0M0ROrNfWhqKn6IvKvRtnQXLKpeAQhevQblCj3dcZN3IGjmFfufn56Ivb+Lzt89XQdFawOePnBL7M/x50pSxftwgP14GTSO+ZA6oLBcZSrFcSlXovfbNRPydY6lqg6Ilo+MXZ+3njOG6p98rvB+D1Bhf8/vnRUDRaYsmRVrX0JzWXZZLt/26KWRylAzPLtsKSi3PnB8vH4NIQqGLlpUu89Bj7obdGPluZLxaP3TKcKdMgmFS/PvN9fF2UEYMSEKPAxkHMOKdNMK/xkMxUB66F6VYLiUHRe3Pi81K4vxOedt2YPj+KTPQ3Wfg1hdXO+9HBVOaPInzIqDYWi45w/K6WxpSrqBot12Irhj9ySpMpnTiG7cqNijKK24xmywRhW54FTqPlEac/fzrzfV4ZdWOWNsvJ5SHXgRYfevxPtOBi4WY5VJLNSKqhWIV+hOLN+PjN7zsWhY7KOqj0OPMyMybpscW4BVvnDExvuZJiyf3Yo+VYVKkdIvQO7lqoqwQXSmWguWhy4kxV2TaYj4gD112s43robNx+d2INI2A7baWyByIqNAJIacC+D0AHcCfKaVXC+9PAnALgJEAdgD4NKV0XcJjrQqa7YuZz0NlubqThnkJ/Z6LD0d7kY0CxJORXWj9Fbe/tBqrtnXhig/v47tOb5Ee+rPLtniWxc12YIpXJHR+WnkY8gb1/K48ocdS6Dax8hzGk2Wx8QbDpEhpGpozOrqzefzxqeVozqTQY1sucXlXjFXw5/D1nzoIT7y7Gfe9sb4Ehe61XK45ez+s3dEjJfS4v7uj0AOexGrVHg0ldEKIDuA6ACcBWAfgNULIA5TSxdxqvwFwB6X0dkLI8QB+CeD8cgy40vjKsXsirRGcN3eis+xHH5yFKSNacIQkMHbI5GGeZVEhCgKD0n7tif3kgUUAEEjovOpcuK4df3tlDX5x1n6hAeRcnqIhpeF/zzsQF935OoBiFLo8KBqL0O3AII9mbntxArVsXZ5MeAKTFZyLgpxZsFy6+vL4zePL3PuNedy2dRWOT3t3zvn+hACn7TcWH9hrBO57Y31RQdyF69qxnCuUxiyXTxxiXZ+y4xmH0Cml2LjLKn8QSOg1ao9GsVzmAlhBKV1JKe0DcBeAM4V1ZgF4yn79tOT9ukVjWsfXT5jmemwe19aEH5w6I/EfVbRcVBldt+q84NbXcNdra7EjQmed9p4+TB7e4iLjuEkVMg/9wiOmRO69ubs3hxVbOj2P7qxAHBAvYMdubg2SJuZA8U8zhv0U0ZLRXQ1cGOI6Lpt3FQh9Z1efxxZhJFxMHvqH//ii62/x2Mpu9HEI/ebnV+Ls6y2rLiiLrVYz0qIQ+jgAfKuXdfYyHm8B+Kj9+iwArYQQT9EUQshFhJD5hJD5W7duLWa8/RoioddSfmtS2NWdizXbkg+Kshtoj6SWvYid3TkMaU67brqxp/5LPPSWBj0yEX36z69gwdp2j9IbyRWIixOwY4TNp9C5FHqM2uo8ciZFStfQbCt0EXHPQ6ZwAWB7V59zXrPTO8neuVEyjuLs5+klBV7ym0wE1O6s7qSCot8DcAwh5E0AxwBYD8BzdlFKb6KUzqGUzhk5cmRCu+4/kHno/Q0H/uxxHPSzJyKvz1su7Ph09IbHKHZ159DWVBqhyxS6rhFQGs0qeWvdLte4GViTFSAeWfbkDKSFrBGeWErz0AkGN6axSxL/iWu57OopbGO/cUM8TWJYOmCxefM8gnoSMMRKDeW+a0NA6eO69dBhkfME7u/x9jIHlNINsBU6IWQQgLMppe0JjXHAQHyMq6UpxUkh7lfiFTojr87e8Hoj7T19mN3c5jqmcbOGHA+da0LMFKFBKTTfupluiKTNK/Q4tkNvzvCUh+VdgT7DdGZnxkHeMJHSCYa2ZLBd8vQU97ixpIF/f/UI7DduiKcZtKYRaCSZevVRkgbiHGP+mgsqfRzhPlIVRBnWawCmEUKmEEIyAM4F8AC/AiFkBCGEbetSWBkvCjEh3vX7o+USF7zqZBfv7hBCp5RiZ3cObc1p1yN53OPZY+97cCOv0K3TPI7qE4mLFcIC4t20e3MGGoUOPazQW9xa/q7x2Qp9ZKu8V0DcmzC74c4aOxi6RtCcsY7fAePbnHVSulZ02iKPpC0Xl0IPsFxqVaGHEjqlNA/gawAeA/AugLsppYsIIVcSQj5sr3YsgKWEkGUARgO4qkzj7dcQ7/q1NKW4WuAJil1Cu7PBlktvzkRf3kRbc8ZlScR9wmeedKtEoUdRfWzXorWgacWNqTdneup9s+PDGrcUExjN2x76SJ/mL3Gtqs5sHg0pzemrO7K1Afd/9Qj85uMHOOukNZKQQg/XpD05I/KsVP6rBil09hTUFlDIrxqI9OBAKX2YUjqdUronpfQqe9mPKaUP2K/vpZROs9f5AqU02fbhAwTiXV9lubgtF3athVkuzGNvbUy5HsnjWge9ecMiJr1wYTsBvQhkxLIkZBUXLzlthrWdGD9yT5/hmYbPmkw7zc+LCIzm7Zmi/go93nHbnc27boIAcMCENtdcjq4+A395YRUWrmuPPV4esr4DIgyT4s210fbDPzGJjd6f/t6x+NdXPgDAKjR2w6cPxoNfOzL6YCuAGnWCBiY8QVGl0F3T2d/fbnmxHSGEzmqaNKQ0100y7vHM5kw0pnWkU9687yjNGVjXKtm6Fx+zJ4a1ZGKNqTdveBotsIyfEXYZ3biEvr0z69QtH+VD6Pe/uSFSZhFDZ28+cp2ju+evDV8pAFHiBRoBXlgerUKmYfpbLlNGtODAiUOdv0/dd4xv5dRqQRF6DWEgBEUZoqrlXN67XpiHzm4CmZQm2BsxPXRbEfP5yHFS7ph6zPnUo9E1EmtMvTkvobMCWsVaLsf95hl7rJqvQv/H/LW48j+LIm+zK5t3BZKDMLQ5E75SAPyaxfBoSuuussBBMCNmuTDUWj66IvQagicPvUYJ/b+LN2Ptju7wFQXwJB616JZM3XaGeOhOtTzdXekv7g3SUsSai9DjeOiO5eKzrk7iEXqP/cTgXsYsl4wz5jC0d/c5cwHY047sZsFj3c5ozaPX7ezG7hgKva1UQo/Ap5pGIj8JGRGzXGoV/Xlmed2hXrJcvnDHfADA6qvPiPU53kvms1eCenXKcpXDPHSm6tO65rpJxr0/MpLLFK3QbcvFJyBnKfTo48nmDDQKKppZIcNbonvos6+05gHwv9+yzbsDPxPlVHxvaydOuPZZAMCJM0eHfwBAS6Y00oyij3WNRL6Z8wpd9NDrAfU34n4MT5ZLjSr0YsGrR/510Nfsk1guOZOiN2f4Hh/ecuE91p6cgZ8+GM06uPPl1Xhs0WY0pHVX4I0FWaMQOiMEv1UtQo8RFM0ZaMr4WC420cedXNRqK2nWDPmrx+0JADh40lDXelG+L29rDIrYFKPYJhcMURS6TqIrdHeWS/3RY/2NuB+jXhQ6A99OLAp6ucAaTzxBZCGzXHr7DMy4/FH84uF3pZ9hQdG07i3dyuqQh+Hy+y3ibxRuCiwPPYrlkglJqdM1gjiZe7KJRY7lMqi4oGhbSxpzJg3Ft06cDgD43sl74/UfnYi7LjoMd3/pcGe9KJku/HGK6qEX2+QiDrQYT0JB/UrrAYrQawj1MPWfH1OcmixAgXwAt0IP+p5Sy8VWgne9Js+QYJ/J6FrkoFVHbw4/+89iz8ScTEpz7KC5k4cVZopGsVxSwfuOrdD7vAqdwQmKxpxY1NNnYO8xrY49RAjB8EENSOuaq/VcFG3Bf5V99hgSuO4UuwVkqee4n1XHQyPRn3b5czTKtmsNitBrCOIJVIt56LxijtvyzEXo3OugJ5G+PMWo1gactu+YwjKbsP2utxxvuUS8KH/3xHL85YVVuPd1dxl/Ns7nf3AcbrvwEMeTj5K2GNZzNm5QtDdvejIvmFXC8r7jZrl0ZQ1PRyYGLWbKJ7/Oxw4eH7juw984CoA8Rz8OInnohETOpe+NkZ5Zi1BB0RpGLVouPAHFbQ/H5zLznw2apJM3TYwd0ojrP30wAOCjf3rRmZLvdzHzWS5RjyBT5iK/Mo96gt3MJJZCj2K5RDyEpknRlzc9lsvdXzoc63Z2c5OYov8mpkktX94nuyVuYTO2zm0XHBL63VksomKWS1RCL6GHbS1AEXoNoxYtF947roRCzxmmkDaoIZuz0hb9Homz+QKhyyaemCb15vzbQ2CLWzJWw2RxQo0eo5Z3mHqMY7mw7ySmFg5ryWBYS8apkhhH8bLfo8UngMkfoijzBpgKjjLZh90YSw2KRiljGzXLhVJa8hNDtaEslxpGLdZy4etvxG1K3Osi9MJng+yLXJ56JvYwIvLjDXZRZnQNQ5rS+MN5B+KCIyYX3pfsjxEWm6gy2C6g1SMEGRkRRSEI9vuNHiyfsKPFCIqym6dfKl0xipdlpTRl5LqOxLVcJB2V/ECIFbAuVaFHz3IJX68G9VNsKEKvYdRi2mJJHnpfYX0++BgkUnOm6arHktKJc2MIy11n5PfhA/bA6MGNgeOmnEK/Z/5apxF4t6jQY0wsypsUQ5rS+M/Xj5K+n4qj0A1rHKGEHuOcYXXL/XLBXTn8EYbJzteogeiUTorqWgTEyxEnEYOiUeIitQ5F6DWMWvLQX35vO3Z09blsoC/eMR9PvrvZ+fvb/1iA215c5bsN3t+NrNAN0zOxh33WX6EX0hadz3HkJHusZmqaEOD79y50lk+zg44MqRjlc02T4sCJbb5T6uMERZ36ND7eNGsaEecmy7KUmn0UOn98ozwtGjEsF8A6lnEqLrKnqG+cMA1fPGoKAMtyCkPUEgtJWJxxC8AlDUXoNYxaEQymSXHezfPwyZvneS7AWzgC/9eb63HFg4vFjzvocxF6sELvzOZx58urvZYLIZwNIicOJw+dU3G8apQFDtm3ElX/zZ+Z4/o7rkIPsh8sbzd0MwAKNyG/VEhNI9A1Ektl7uxmhB5BoUfy0Nnnou3fUugmfvv4Uvz6sSWRt68Tgm+eMB3Xf+ogHDM9vPOZFjHLpdinBR7VfqhWQdEaRiUV+tod3RjWkpGmsLETfcmm3Z6TPqqqmbdyO655pHDR8oQuI6GfPrAI99gphNNGF1Qyr/544li8oQOEADPHDi7MFHXdCArrylSso9C5ZYdNHYahggIsZLmEE6chCb7y0DUSuSGF46Hr/jMwUzFrjO/osi0Xv6AoXwcnUh66bblETBVNaRpyBsUfnloBAPj+KTMC13c8es2yXE7bb2yk/ehaNEJn2VbfOWk6PvuByZG2LRtj0s3j40AReg2jkh76Ub96GvuOGyz1e3nCFYnMMClWb+tCe09wwaxzb5rn+ptPW5RdbFt2F2ah8sTM++k8b5z+h+cBWPVJ+FouDKEK3R4CHwSV9at0FHoE4jQpDZxtmGRQFLCOU5xANVPoTekIlksMyyIqoaX1eEFRdp7ErXAY1XJhwfKhLRlXV6k4qHYigyL0Gkal0xbfWd8hXc57zjKFfuxvnom9r6xLoft72gCELBd5g2T3eE3otgUhW1fmoTPvky/NKyOOqMW57ntjHZZt7sS00a2+68QJivZJ4gKe7enxFPpO20P3T1ssbmJRZIUeMygaJ4uGhxYxy4Vtv5Qp/9VONVYeeg2jVoKi/EkqEkYxabsasWY9yrYvW+bKcuEuNr/Lrs8wPcSnhyh0trtOrsCU7MLmm0QH4Tt3v+W7DQaNyCcW3fLCKux3xWOuZVEUekrXYnnoO5hCT8pDj6vQNS3WRKi4QVeGqFP/2bldEqGroKiCHypluYSpCv6xWFRUsjE++NYGTL7kId+mAoMaUi6FLtu/v0LnLRf/oKhYGIu/RmW2BNtfB2cdyZRmFIXOZzoEqcmUz4SXK/+z2NPEg405qAJgRtdiTYxxFHqULJcIvBuXcOM2+Ijr0cfdj6PQI7S180O1U40VodcwKnW3D1NJ/Gw+0SIQC3TpGsF1T1tBrlXbuqTba8rorrRFKaFzu+FVqUuh2y+PuPop93gN06NkXZaLLA/d/p+PBcgVOqtx7v/b8MckiNzCslL4G0OkoKhOQn9Lfps77NmlflP/4yp0IybhpmLegPJFEq4WsXxu3nnCKJ4WleWi4ItKnRxhgTS+1opIZOvb3Z1smtO6kynT6aPQG9N6aLVFw6XQ+fK1bl+cUuoZg1guQPxckIfe3h1MxnqEeuh8d58gQtc0Epg9wu/Dya0PqOAYJcuF32Z7dx+a0rpvkDF+2mIRQdEYFlEpCj1KfngSHvrtL7+Pj1z3YtGfLxWK0GsYSUbM71+wHm+u2eladtrvn8c989eGTkbJmcFqmkdzg+60H1uzXd6mriGluWu5hFgufLZJykXo8gJhffkQhR6Q5dLeXVDoMmKK0oIuKqGnQhS6IVXo/pdsWg/3pPlx7+jq881BBwDC7SqK1c3WiRq0jJtmGdfSmTKiBXMmDY2e5WJ/gVLSDv/w5HIsWNtetQlGitBrDMfuPdKZLJFkIbpv3rUAZ/3pJedvSine3diB79+7MJQE+Itha0hTi+ZMyiH0H/xzIZ5dttWzTmNad1dblBJ64TVPzmKWi4zQcwb1KHRehQZ66L3BhM5uDEHZKWHbYAgjNH4XzL4KCoqmdQ3r23twwa2v+jYf4Ql9d28ezQGdhfQig6JRHYuUrsWa2Ro3y+Xp7x2Le7/8gYpmuYjbqjQUodcYbrtgLq46a18A5Q2w8JvOSdq88eAJ/5t3LQhclxB31sRySa/KxpQeWm2R/+6yFnDWzuSThPpklgtHAvKJRdb/fL2ZIIX+4ortnvcY+O8WZA80Z3RP8S8e7Lg8vmgTfv/kcgBhWS4EizZ04OmlW3H7S6vl2xSYzS8gChThoRdhuXTngvvD8mA3uLA89Bf+5zj8+6tHOH9HznJxPPrSaTGJWafFQBF6DYJdEOWcpOAqshX2mB4ncGVQV1aMrI5JQ1pzappbYwlJW9TkWS6WQvcSYnu310rgefWnDy7Gbx9f6nqfHWo++0amBJmH/uiiTa46Njz4gG+Q2mtuSKE7G0Do9jF4ccU2Z1mg5cIdpw6fiV6ixeOXsgi4j1mcLJGoClrXtMDv79m+c8MIXm/80GbMntDG7Sdmlkt/V+iEkFMJIUsJISsIIZdI3p9ICHmaEPImIWQhIeT05Ic6cOA81peR0GUBNz/EnfzBq06ZJdKQ0tHNBUxl6smVtuiX5SLZflc2jwVr2zFn8lDf7W3rzDrTzRmY58kHa3VJNgW//3c3yidi8TeZILXaktHRZ5i+tgM7Lh1cCmOg5cIFTN/fIY9fiEQTVaFHakEXcyZnWiO+gXMZ4mbRMESv5VK6h17YVo0SOiFEB3AdgNMAzAJwHiFklrDajwDcTSk9EMC5AP6U9EAHEtgJyxNd0vZLXkLo/Hm8aVcvfvnwu1i7ozvW9OycYaI3ZzrbkhF6Y1pzlaWVnfw8yWUCslzELvevv78TOYPiyL1GuJaHHT72Np8BI1Nq/P53dstVMK/Qg8iNVTkUm2gwsBv6Lk5tByl0/klmrQ+hiw0lghQ6/13jpC1GDorqxFOeOAhxs2gYItdySVChVysfPYpCnwtgBaV0JaW0D8BdAM4U1qEABtuvhwDYkNwQBx7EySv3L1iPqT982DdrpBjwXmqB0Asn8k8fXIQbn1uJxxZtiqU28rZC33uMdTrI1GdjWkd3X7BC51U+36VHzEMX7SIWkOTrn/vtw/W+5IKXKUGeNPl6MzyiFtxiU+47++QqlY15OxfgDCIzPtbAK/HenIEXllu2jddD9yd0fldhFsJTSzZjk11DPno9dC2yQn9++Vb87r/LABQx9T+i5cKsxXpW6FFquYwDwLdXXwfgUGGdKwA8Tgj5OoAWACfKNkQIuQjARQAwceLEuGMdMNAdy8X6+4EF1v1x6ebdmDi8OZF9uFvJeR+V2UxFw6SxTs4dXX14ddUOHDZ1GAA5uTWkwhU6T+jDWwo+PJ/lYlLq8rzZeAGvygq7oGVvy5Qav8hPBYdNmmJgCr3bh9SYQudvHEGd6PmbDW/XXfavd/DPN9bhye8e45RLGDGoAds6sxjb1uS7PRIxKEopxYW3zXf+jj71370epdT3+53/l1ed17GLc5HgfH8Gdh6G9UONgpr20CPgPAC3UUrHAzgdwJ2EEM+2KaU3UUrnUErnjBwZXsd4oIJdl0yh5Ut8FJSpU5mHLlM+eZNKLZdnvncsbvj0Qb77HNxoVasTLRHAm7YoIws+U2RoS6HyHX8M8ib1WDosB1yslBj2yC07RjJi4gmn20dZZ0MmTTEwhd7lZ7kwDz2kkiUDnwHExz6XbLK8/p4+wzmXLjhiMn50xkx87bi9Im07Z1A8tHCj9D3xK8YJivKISoLxi3NFDeom6aFXp5lBFEJfD2AC9/d4exmPzwO4GwAopS8DaAQwAgpFwbFcbBIqtcaErIcmf8IxUpSdyIYpb5zb3KBjGKecb79wLj57+CTnb40Q33KujWn3aefqU5o3kTNM1zK+Kw2vzgyTeiydXz9mZa+IAU0Zn/OTP2SB4bALWxYfANw3sVIUumladXT8CF9En89NkrcS2Os9Rw7CF46aKq1/74eH35ETunjsouahiwXUoj4Jxi7OFdVyGSBZLq8BmEYImUIIycAKej4grLMGwAkAQAiZCYvQvTNKFCKhMHmF2p3IS1MOYdUMv3jHfHu/hfcZIeRNKv18WtNcZVePmT7SVUN6dzaHTEqTKvTxQ922EW8PHHjl4zj6V0+7Lu6hzQVCdyl0o6DQ504e5tqmx3KRMDp/s5GRSdjx9stOiazQbUL3VeiUxsoC6XF6rQoVMs1C6d3FdmZOXNJqbUh5LBJnnMJ3jBMU5RGV0IuzXGIEdevYQw8ldEppHsDXADwG4F1Y2SyLCCFXEkI+bK/2XQBfJIS8BeDvAD5Hq91cr47BTqhfP7YUx1/7LOcLF+eQyRR2GIGx9w3TlD4+6jpxZoQy8BMydvfm0ZDSkM0bHsvm3EMmuP7mCaGrz3AaNDPwQVFdUOiMPBuF4F4UD53PgZbZSmEX9sZdvXhm6RbP8t6QHHsGNkvTz7oxTIqOnhiEbt8YhjZn3AqdS/f73j1vAZCnZAZhzJBG1/fiIX7HqIR4+FT3Q7wYsOXBP9XFtVyiZrnkjOKus6MlbfBqOcsFlNKHKaXTKaV7Ukqvspf9mFL6gP16MaX0CErpAZTS2ZTSx8s56P4O/oRdta2LqwJXHoXu7FcgS+t/+cSilEY8j+u84uroyaEhZU3tFm0XQgiGNhfUvGE/BURJj/Tz0JvTIqG7T22ZvujiiFR204uS7/y5W1/zKHV3v9QICt1nco1JqZO18/tzZ+PNy08KHAsLNLc1pwNr2APxFXrQrFbxdwsK3PI4Y393C7kg35nPl4+rayzLJXw9x0OPebP782fm4JFvujt91axCV6g8xEfKwsVZ3EkiI0rZRe5S6PZnfBW65lXo/EzFrF0gK5uXT5zhMwkMk+Izt7yC6T96JPS7uG86hW2L+dTiRTmy1Z3GCLjzv+MEsZ749tE4b24hS0tUf7y3XrpCtwh9VGujp7+pCEa4bU1pV6CSfTe/gmdR0JAulGs46bfP4ooHFrnGWSz++oVCwlzQseLFQ9yxR7VcnCyXmDe7TErDiEHuGdG17KErVAF8wIidaMWeI2Et3hj4JwP2mbxPUDStaZ5mC7xCv/kzc9CQ0pHNG9LAKE/oD7+9ES+u2O75fifOHIXbL5zru488b7l4FLr7ojxln9G49YJDMIbLT+e9a9kNzo8Dpo1udW1HvHhdCj2ASNhThZ9CN8yCQh/cFB68ZDeGoc0ZmCbF/NU7sHzzbmd8/HkQN8DexBH68i2duI2rFVOKGj1irxG45uz9QrfDl3KIm1UYPcul+CfhBjHQX8N56ApVgK4Rh0jZo2Cxd30ZWclOOPZk8OqqHU51P2aH8CBEHphiHvqZs/fAvuOGoCFtWy6cYt3b7rHJE8orq3ZIx33kXiOcypMMfKqbYVIn6CrWbhEJnRCC4/Ye5bpY+ewSWSYQDXgi4i9gMeCazZsgxLohBP1mKV2DrhH0GQVC/+ifCrW0LcvFGiNLAw1Cj2O5ZGBQio/d8LL9t/VZ/jyIS1qNac3fQy+mDyEHprhFD51Sil8+sgQfmT3O9TQYe+q/T2coEfkiPXTA20kqaq/YpKEUeo2CP6kchV4soUtOLtkJxy7yc2582fFjLYXuXpdX8j//yL7455c/AKDwqMrGntHdlsu3T5yOe758uLVuBJklq3on89A14q1x4kdYLkIvUqED7gtYJKLenOF4vmE34YxQQvaNNe2F7XKWy+AIXehPmDnaXjfl2i8bH28FxfXQm9IBHnqJ5MVu7uJ2dvXkcNNzK/HJP8/zbUMYBToh2J3N48hrngpcz1HoRaQHiyUZSr3JFQtF6DUKWYAyDp//9MFFmHzJQwDkalzqoUuUj2F4Z4ryq336sEk4eNJQAAWHn5FFQ9oidGYpzBzb6ijNSIQeUkvFMCn6DBMNKd0zdr/AHL/J7V2FGZhxH5H5G4hMobMnhlBCT/nXBDcpdVS3X5s4HlefvR/mXXoCGlK662bEnj74G7Nf/Rg/NKbdJY95lOoXs9/U06+W+5M/xsV0LALcjUdkeGtdO4Di8tDF80156AouiPnWQLzqi7e+uNrzeR7tEWcfyvLQ/YbBAqlMcTWkdPTlTezu9apMcVIJn/XCEKbEDJOiN2cgk9IQ9RrkraL3t3dje2cWky95CFsldVmCjnZDqkCwpmk1C7n0voUw7TFNsks0TB7REjieTEo++QqwMoyc1nMRVGNDSseYIY3QNfe5wn4/ntDj0k1jgEKP0xdUBr8+rex8InATZDETi8Lw8nvb8R97JmwSeeiV6gcsQnnoNQq5Qk/GcnljzU586c7XPesZlHrS+wzTDC2vy8AubKa+LcvFcAJ7rY2F001U6CNbGzzVC2WBOzEjZOvuLIa1ZCJPNuHV3fvbu7Fsc6f/ygHHm7dc5v7iSef1d07aG32GicOmDsc3T5iOQ6cOk33cQUaXT74C2BMIRUbXIqcCAtaTlru0g5vQZ09ow6FTgsclojGtB46zFDDxIm6HWUSEEJd6L8ZyCcMGri9tEjNFVdqigguiVwwU56EbJnWmwzM8u1Q+iVdWiMuq5eJeJgaACuvaCp2zXLqyBl6wGzTwgT3xopE1wpB1X+/sdRP62p3dGDO4MfJkE7bblEawaltXcNGpgO341SXPmyYotYj6yGkjQq2lhpSGrM8N07RnCUdR5zz8bm6sCNs5cybEukEAluXTZ5hS8i7VQ9d9PPQ+l0LnShIXUcslDHzN/bjHRoagSVLlhCL0GoXuSs9jecTxt7Nowy48v3yba5ms7Osx00fClNRGMamX5P3IzJlpZ5NYQ8rqcfl/89YAEC0XQaEP8hK6LB+YjYUFodbt7MHYtsbYCn2vUYOwbmd30erS76bGvOmgRhQ8mIe+rTPr6kwEsDo6potsosCP8JhCL0aBspmaXZKc+VLVqF/jbTZeQrz1fuIgyrnhV0+nWKi0RQUX+Ek6jodexEkiC37J/OKGlAaDeqsXii3lgCBCd/u9zUI3HD71TFSdcoXuvRDPmzsRG3f1orUhhWufWIb27hzGDmmMrNrYem3Naazc2lW018l76DxY5kzUEqxsNu2Nz76Hm59f5XrPcBR6zIk0PgRWSk0gNnFLfEICkktbFLdTIG63hRQlJ59HlKe33ZLvVQpUUFTBBf6iY8GoYsrjyAJZW3f3epY1pnUYplf9yGwYP0I/xC6QdfjU4QC8qXb8d5J56CJkHnpjWscPT5/p8uPHDGmKPNmEjaGRWQgBZBSYtpiW75BlgkRV1Uyhy7ofmfakrqAuRTL43dzYb1tM1c5G+wYmI76k0hZFEuQVumFSfHD/sZj/oxM9xd3CEEWhs8B9Uqjl8rkKVYC0rkoIoe+SZK6Iyyil2NbZ51mvMa1hW2cWZ3ETWwDbQxdOTj91esReI/D2FSfjA3b7tyEBudMiofMVFRlkHjrDmCGFxgyThjXHUOjW/+wxvzdidyERfiTLFHpDRBJmWS4yG8GxXGISsN+uL7nvbfv9IgjdVuisMiePUu0FNh5xcpcTFLX3kda9U+zjbD8IHQkr9HI2eA+CIvQahUxFBV03K7Z04oCfPo57X1/nWt4uKD+Tetu2AQWSFisd9uQMxwM/appF1EGKsZULfAYROvt+l542A786e39MGOZVXUFe7/EzRjmvj9hrRGRCZwEvdkMJyscOminqZ4M4lksq2njYxCLZk9Qrq3bg0Xc2xbZcwo5FMR46a1W3RtKlqdQAoJPl4mO5MIWeZHE6ESwT666LDitqHwBw0/kH45LTZgBQE4sUBMguyqAsly22jXLnvPddy0VCz5tyNej3GP76+zsBWJ73Zw6fDMDfbhARRaEPbc7gnEMmSIOMQcSTSWl44ttH4/kfHAddI5Ev9svOmInJw5txwIQ2AHJLit2wgkSWH9k7lkschZ43pZN2/vLCKmTz8T30cEKPf9m3SeYJMJRsuTAP3WO5WH9rhCBvmkWnE/Lnu59t2dGTx4wxrTjMtguLwcn7jMGZs/cAoDx0hQgIeoxjF/Fba9vxrbvedJa397jtFcOkUhLzCxyxE/PWz811Hv2jerqDOZ/77i8d7nqPkRR7WpDZOGFe77TRrY6yj3qtHzJ5GJ75/nFos282sgYS7HsGXZLizM3LPzgLQOEGEfUYZewCZn6zMIHofjxD2M2tmKntQ5r8Kz2WnOUieOgbd/Xgn6+vKyh0lKbQ+RuOH9Hu7s1FqpcTBr9Zr5WCIvQ6QtBdnyeEf9tNpQH3jFFrPblCD7tYBnHkHDUlbwin6uYKE1kYabIMGpnqD/LQRcTtYsP21yUhdNaw4Ki9/LsoThre4mq5N8gphRsvKNrgKHR/lZtJKA+doRilG6TQk5v6bx2DT9w4D9+95y10Zq2nSzaxqFiFztsffrNad/XkYmfPyOA0eFeErhCGIAvAr7+lCFngFAgngbROnBuBXw62iCDL5SMHjgMAHGn78nEtFxFxu9hkdP+sjQ/sORzLrzrNCe764eR9xjiv2RMGu7HGDYr6TasH4nehDztsxSjdoN+y1Kn/LEWXnV/Mp+fjG4ZBY93gefAxI78c9m2dWWmmVVz42UeVgspDr1HILrmgLJdSCT2MENN25UQghkIPIIGDJg7F6qvPcP4uxnLhEVehs+8gy6veZ9yQSCTKe9XshsRKE0ROW9Q1bOvsk2YeMcTOQy+Dhx40hlJLxbIcd9F26uZ6pOZNWnSTdNekJElCQM4wsa2zD6MkTVDigtlZNd2CTqE2cOl9b+ORt+Wd17MBCo9H8Qpdc/KC/dIWRTCf+SN2oCgIMssljkKPOx2cEfBuieWy7x5DIm2DV7ps/MVMLApDXKsh7LdMovgUj1LVKKtM2S1kHPX2uZteFztuvhaRrC7Rtk5rot2owUko9IKH/uyyrYnnt4fuv6J7UygZt764GqftN9azPKpC7yhaoROcvt9YvLB8Gy45fUakfRFC8NZPTnZS3oIgI7Y4j9hxu9gwhc576HuPbsU+4wZHfgLh99koWC5Rg6JRiD9uTnO4Qk+G0Cmllr9douXCbvxdAqEzgicoMcslhNA3d1iEPjoJhW6Pcc2Oblzz6BKcus8Y3HD+wSVvNyqUQq8z+F3cQVkSPHwtl5AzIaNraEzr+O0nZsd6NB3SlJY2qpBtf8KwJlx11r7OsnIqdEbavIf+xaOn4rfnzI68Df6GIyr0TMQ8dFltFBFxFXDYfTAphc6881IVuqYRNKV1PL5oE97f3uUs73G18it+3O6gqJfQt3RYKb9JKHR2M2XbXLvTm7dfTihCrwOMayvMivS7dEr10MMqzEUh5VJACMHzPzgenzq0kDkS5wKOTej29+HTFuN+Rd3loVsqsyem5bKzy987Z4ir0EPz0Iv0oq/75EGuv9ms4iTarbU06FiyaTeO/c0zzjJ2LPMlFBUD3GmLrOIkD1asLomgqKYREFKYqNTSUFkTRBF6HeBHZ8x0Xvtd3EGE/sWjpjiv/SyXsCBO3OnnSSAO8RTTIxNwK/S4WRT86s7MU2a5RLRtdkhquIiImwIXdiziBEW/cuye+NpxewEAztjfbfUt2tABoKDUdY1gdJEql90Q+dObPe305llRseLo6tOHFUSCTKGzG8eghMg3pRF09OQT3WZUKEKvcfzxkwfiKK5Rst+1nc0baExruP5TB3ne+85Je+OGT1s+np9Cz4USeuVPlTjEE1+h29UDs4XjEVcB8sTJbj5xFfp+4waHrhNXACfpof/g1Bn43il7B67DbjiLrzwFL/7P8ZG3LdsGD3ZzZHZisQr9A3uOwB0XzgUgJ/SsXc8narA/DLpGnOtMbF5ebihCr3GkNOK+QP0Ues7qrXnafmM9BYxSOnEuhq27s5Bd77LHZn69ahB6PMsl3raZguYn9MS9KfAEw153x6yH/q0Tp+NzH5gcuE7cEr9h9lniWS42SWZ0rWhrTpZOyAid/V/KuNnvIdtPNm+CkOSeQlOahh3dlpXWkqlBhU4IOZUQspQQsoIQconk/f9HCFlg/1tGCGlPfKQDDfZFqWuai1iDFDrLFDmGU/SAfVOwT9ZNHb2uyoYjBjVg6sgWaaaC5owheq2UJBFrYlHcmaIlTmQC3DeAlGi5xMhyOXzP4PohcYOOoZZLwvYZm8VZSqefnMQy7HXKRlt/lzJuJkhkk6CyeRMNqXht/oKga4VJeDXnoRNCdADXATgNwCwA5xFCZvHrUEq/TSmdTSmdDeB/AdxXhrEOSKQEMvUrCpXNmU6mxbXnHICbPzPHeY+QgkJftnk3hrcUCH3+j07EU9891iGNjx08HufNnQjAW2q20oil0IucWOTaX+wytV6FvmqblaUR54nm5Fmj8euP7Y8DJ7ZJ3487SSVs10nfnI0SJv0wyJSzWJahJIXOCF1y48jmjMTsFsB9vVT60oly1s0FsIJSupJS2gfgLgBnBqx/HoC/JzE4Besk5pWgn59qqYzCSSlG7FnhoZxBMWJQg6v8LFDwMGeNHew8erL9xm2wkBTikGKxaYs84pYP4AlGJJs45EMIwcfnTHBy2UXEDYqWo9piEHIGLXmbMm/b0zS8BHZk5YzlHroZuZxFFPC/Pf909Y/X1uDRd+QTA5NClOeBcQDWcn+vA3CobEVCyCQAUwA85fP+RQAuAoCJEyfGGuhARUojrru8f5aL4TopRXLaf/wQnDl7D9y/YAOaMjr+/Jk5rm05DZ514pQdYMQQt9pfUohz/cYlY3Zcea4sKSiagBTz+wpJpy0mr9DNkhW67J61Q0jpLDbLBfBW9+SRzZuRS0JHQRMXCOVvxv/zT6vBCF/yImkkfaWeC+BeSql0lgul9CZK6RxK6ZyRI0fKVlEQoAd4kxt39eCwXzyJ97d3IZs30ciVdBUvWkKIUxBr065eaBpxBbDYiadrBEdOs36bgya1AahOyiIQr/s6/3VnjGmNtG1RpcclOv4mUs4YQ/Jpi+Xx0JPAJafNcGqKiyhlH+wpMyupammJoeQsF760cqWLdEUh9PUAJnB/j7eXyXAulN2SKMSLk1dr9y/YgE0dvfjbK2vsLBfN93MAsM8eVorc1JEtnvdYUDStaThp1mi8fcXJmDPJKnmb9CN6WWB/3XFtTbj3yx+I9BExAyEuKWsuhV76MZLdv/Yc2YKffGifWNuptELPGzS25SXirosOwwVHTMbFx+yJT86VP72XMu4xQxqR0TW8t7XT85547ZQKXqGLDdbLjSiWy2sAphFCpsAi8nMBfFJciRAyA8BQAC8nOsIBDlGl8k/f7Pw2KUVv3sCwhkKwU3byj2ptxD0XHy5VsHlOoQNWKzmmiBIK/pcX9nGZMKwp8mSOIU1pbOce6+MShittkXuKYTnPcUEkNTaf/O6xsbfDf4+zDhyHIU1p3PbSamdZkimolFIYtHSFftjU4U63IP5YDmvJONZLSR66rmHvMa14Z8MuLNnUga5sHgfbgiVpD51X6JWuix76LSileQBfA/AYgHcB3E0pXUQIuZIQ8mFu1XMB3EWLaU2v4IHfqcsrdKaKDNOa0MJPYvA7+Q+ZPMzV95OBkQDvJepCcLRSYL1Li4GMFP0wWCjvW4pC5+2XKJaPDEkdZv5rnDRrNL5xwjTf94vd9kVHTwVgEZZp0thZRkHgvfLzuVmestr1cbDvuMFYtKEDp/7ueZx9fUF3Jm258NdhpS2XSFKGUvowgIeFZT8W/r4iuWEp+F3c/OnBiNakVlu5IA89DJedPhPDWjI4RdK0odIq4y+fPcSZvRcVbIRxSLG1sTTLhSdxntAa0pWdHSiCH4tGiIfAS8m31giBSamjaPOmpdCTtHF4MTJpeDPu/+oROPO6F7FPhFm1QRg9uNHTYxewFHpLS3L54o0uD72ylksdmKMKLkgsF0qpR6HHvcCGtmTww9Nnuh7HRwyyLJyOCtd0zqQ06VNEENiDSxyuEp884vrgfse4scSMCVn5hjgQg7VJTZgBrD6uQGFilmFSq1Z5gvvgj2tbcxoHTGjDql+ejn0i1qn3g9gHliFxD50n9BJLC8eFqodeZ3BZLhpT6NYMRf5ESiLrgJUQKPVRtxLwm3AVBPEQxa626HOMS83bL1Xt8jcqjSQ7ueXOz8/F2+t2YaU9gSpvUpg0WcuFP3fZjT2Jm1KjH6EnneUiSVuslBOtCL3OILNcDNty4Qk9iQts+CD/Tu+1Bna9xPH7RZKIm+fsp0qLJR/2OV0juPH8gzFlhDcbKQr4r6EJE9N+/pF9JZ+IjhGDGnDcjFFYYwdZy63Q/SZbFQNfhZ5wUJR/0mMeeql9VyPvuyJ7UUgMvEJn11BPnwFKgSYuDS9JhV4PKOZyEQ9R0q3e4oKf0HXKPqOL3o5rBitxEzqbi1Aq2D7ypgnDTPZYpCSNQ5JAo6Ty4UsrtmHjrt5E98M/LTIPXTahqRxQHnqN4hdn7Ydjpo/EvkIgiI+xsBofrOZFE3dSJnGB8UW8ah3FPNKKSjppgq4WvB66/L1SwG5+hm25JFkdgq+pk6RybpRs65N/fgVAsnMt+FOReeiyGjLlgCL0GsXMsYNx+4VzA7099hjH2pg1RUhbjINqVFgsFoUsl+hj/vyRU1x/V6sIGUNSrgVxeehuhZ7UPhyFbiRvufC/Q7m8bUKA6595z/l7fXtPYvvhwTx0XqGXM2tMEXqdQVZ/pTNrpfjxlktSZHzKPqPx3ZOmJ7KtcuLwqcNxwoxRuOJDs8JXtnHY1OGuuhq1cgMrJsDLQywaxn+tpL4jm/zDFHqSmTS6Vh6FLnro1zy6xHm9Yot3BmkSYI1j+jiFfvn975QtSKo89DoDI/Q31ux02lx1O5YLl7aY0AV24/lzwleqATSmdfzlc4eUtI0kVWYxYHsv9Vp3Wy5eTz0JsADyrx9fiueXb8PBk4Ymsl1AUOhJeujc9SEe4ys+HK+8QhB4sjYkHvrfXlmDD+2/R2gd/GKgFHqdwaTA5o5efPRPL+GPT68AUPDQS8lDV4hfDz1pMJVbKqG7slyIOw89qTgBI92HFlrlYMuV5ZKk5eKXtnjUtBGepjCl4MCJ1s1tcGOq4KELQdFnlm5JbH88FKHXGfKGiW2dWdeyDjtPnD9hk3wEHiiouoee0HY0IShaDojbTbJ+Gx+gTHL8TT79PZOu93/m7D3w3PePw5HTRhQ8dM5yyegaLj19pt/HS4KyXOoMeYM6jYgZOiWWi0J8lFqz5lcf29/VDapYlOqu8iRYrjo84s0vSeIt101IluUCJGvrAJaYmji8GbqmcXnoBUIfP6wp0f3xUIReZ+gzTN+Zm5XuMN7fUKpCP2fOhPCVIqDUgJlGyk/oHoVepiyXJOGn0JO0dXikNOIkLmQ5hZ7kZCkRynKpM+QME+09fdL3/E5YhWiodtxh4vBmAEBbifn/Qa3xkoJYgjfJ/ZRrPoAfkSaZScMjpREYhnemaDmvU6XQ6wwmBbZ3ygndL+ijEIxLT5uBXz6ypKi4w+/PnY0Jw5oTGcclp83AYVOHY+6UYSVtx52mWOKgfODpoVoHMRu/G0XZCF0n0rTFUou3Be6zbFtWKBs27eqVLhctl6s/uh9m7VFaydGBgC8dsye+dMyeRX32zNnJTKUHrEd/vnxxsRDL55YDoi1Sz7NsZQ3Dk4CuEWlQtJyWiyL0OsTGDi+hpzTieQw+16eVl0L/Bk8YlcpyqQeFDgAfPWgcdnT14ZmlW51l5fPQNeQNE4ZJ8dW/veEsl9WUSQrKQ69DyBS6ynBRYOAVZ/kUevk89HLit+fMxnmC0CmXQk9pBJ3ZPH58/zuu5UeX0JErdJ9l27JC2bBZotBVQFRBhsrlodcHoQPevPNyjVzXCUwK/PWVNc6y/3z9SKdZezmgCL0OIU4sAlRAVEGOchF6Shctl7LspiwQx16uUllinOHEmaOx77jSui6FQVkudYjenLcUZ51YmAoVRsXy0OtIoYt2UbmaCYn7OWZ6+awWBkXo/QSVbuSsUB8om0KvQFB07JDGxLcJAJmUqNDLVPlQOEapcuWQ8vso+x4UKoIKtSxUqBMMbU5jZ3eubDd6T5ZLwjeO1y47sWxxoUopdLHYWyUCx0qh9xMoha7A4/YL5+Lsg8YnUltGBpEUk7ZcRrY2YFBDefSm6KGXCy0Z9/grUfxNEXqd4LXLTsR/vn6kZzmbTGQoia7AYf/xbbj2nAPK5m3Xax464C1bUK4rR7whVUKhK8ulTjCytUE6ZXhocwbdfT1Of1EFhUqgnNUWyw2e0Pce3Yrz5iZTVE3EoEY3vYo3knIg0h4IIacSQpYSQlYQQi7xWeccQshiQsgiQsjfkh2mAuBOTWSTIUa2NgBQCl2hshCVf7myacoBdjMa19aEx759NMYOKU8529bGyiv0UEInhOgArgNwGoBZAM4jhMwS1pkG4FIAR1BK9wHwreSHqsDf4Vlt5/3svFbloStUEuLM5DoS6E4bx3ITbGtD2vV3rXjocwGsoJSupJT2AbgLwJnCOl8EcB2ldCcAUErL019JwQHrUsQIvVwV4xQUZMikNKy++gx86eipAOrLcmFjHT+0fI0mAK/lUise+jgAa7m/1wE4VFhnOgAQQl4EoAO4glL6qLghQshFAC4CgIkTVeGoJDBjbCu+cfxeOGP/Pao9FIUBCEZS9TSxaPzQZvz+3Nk4elpyfURlEIOiNeOhR0AKwDQAxwI4D8DNhJA2cSVK6U2U0jmU0jkjR5b3YPZX/OxMqzv5d0+aDgCYNqoV3zl5b+w9prWaw1IYoGCEXk9ZLoBV9nhomVI6GarhoUdR6OsB8GHg8fYyHusAvEIpzQFYRQhZBovgX0tklAoOzj98Ms45ZAIaUjq+fsK0ag9HYYCDBUPrSKBXDKINWise+msAphFCphBCMgDOBfCAsM6/YalzEEJGwLJgViY3TAUe5arfrKAQF4zQVUjeC7EDVk1kuVBK8wC+BuAxAO8CuJtSuogQciUh5MP2ao8B2E4IWQzgaQDfp5RuL9egFRQUagOMs1TWbDgq4aFHmlhEKX0YwMPCsh9zrymA79j/FBQUBgiY5ixXgat6x68/tj++f+9CADWi0BUUFBT8UGex0Irj43MK4cdKeOhq6r+CwgDAS5ccX9aiVMpyCUetZLkoKCjUOfZoK88kGqKCopFRT3noCgoKAxhKoYdDeegKCgo1DeWhR0et5KErKCgoBEJluYSjEi3oFKErKCgUDcISFxWfh0JZLgoKCjUNovg8MpTloqCgUNNQFnp0KIWuoKBQF6AqzSUUKm1RQUGhpqFquURHJSpSKkJXUFAoGiwoqjoghkOsvlgOKEJXUFAoGoWgqGL0WoAidAUFBYV+AkXoCgoKRcOp5aIEek1AEbqCgkLROGhiGwDgqGkjqjsQBQCq2qKCgkIJOHDiUCy+8hQ0ZxSV1AKUQldQUCgJisxrB+qXUFBQUCgj7v7S4Vi9vasi+1KErqCgoFBGzJ0yDHOnDKvIvpTloqCgoNBPoAhdQUFBoZ9AEbqCgoJCP4EidAUFBYV+AkXoCgoKCv0EitAVFBQU+gkUoSsoKCj0EyhCV1BQUOgnINVqHUUI2Qrg/SI/PgLAtgSHkxRqdVxA7Y5NjSse1LjioT+OaxKldKTsjaoReikghMynlM6p9jhE1Oq4gNodmxpXPKhxxcNAG5eyXBQUFBT6CRShKygoKPQT1Cuh31TtAfigVscF1O7Y1LjiQY0rHgbUuOrSQ1dQUFBQ8KJeFbqCgoKCggBF6AoKCgr9BZTSqvwDMAHA0wAWA1gE4Jv28l8DWAJgIYB/AWizl2cA3ArgbQBvATjWXt4M4CH7M4sAXM3towHAPwCsAPAKgMmVGpf93qP2skUAbgCg28uHAXgCwHL7/6GVHBe3zQcAvMP9XdVxAXgGwFIAC+x/o2rkd8zA8jyX2Z89u9hxJXzut3LHagGsvObf1cgxO89evhDWdTCiRs6xT9jrLwJwTZm44mf2PhYAeBzAHvZyAuAP9j4WAjiI29Zn7WOyHMBnueUH299jhf1ZEjimKCdgOf4BGMu+kH1iLgMwC8DJAFL28mvYQQfwVQC32q9HAXgd1hNGM4DjuB/yeQCn2X9/BcAN9utzAfyjUuOy/x7M/ZD/BHCu/fevAFxiv76EP7EqMS572UcB/A1uQq/quGAR+hzJPqr9O/4UwM/t1xoK5BR7XOX4Lbntvg7g6GofM1id0LZwx+lXAK6o9jkGYDiANQBG2u/dDuCEMhyvwdw63+C2ezqAR2DxwWEAXrGXDwOw0v5/qP16qP3eq/a6xP7saUFjqprlQindSCl9w369G8C7AMZRSh+nlObt1eYBGG+/ngXgKXv9LQDaYV383ZTSp+3lfQDe4D5zJqwfDQDuBXACIYRUYlz23x32OilYNxsqGdftAD4SNKakx0UIGQTgOwB+LuymquMKQFV/RwAXAvil/Z5JKWUz/GKPqwxjAwAQQqbDIq/nix1bguMi9r8We5+DAWyQjKvS59hUAMsppVvt9f4L4GzJuEo9Xh3cai1wX/d3UAvzALQRQsYCOAXAE5TSHZTSnbCeXE613xtMKZ1HLXa/I+x41YSHTgiZDOBAWI86PC6EdVcCrEenDxNCUoSQKbAeRSYI22kD8CEAT9qLxgFYCwD2D78L1l26YuMihDwGS63shnWiAMBoSulG+/UmAKOjjimhcf0MwLUAuoXPV3tcAHArIWQBIeRy7oKq2u9on1MA8DNCyBuEkHsIIey4lDSuUscmrM9UJSOPqh0zSmkOwJdhWQUbYBHsX+zPVPMcWwFgb0LIZEJIChY5suOY6PEihFxFCFkL4FMAfizuw8Y6e1nQ8nWS5b6oOqHbavGfAL7F39kIIZcByAP4q73oFlhfaD6A3wF4CYDBrZ8C8HcAf6CUrqyVcVFKT4H1aNYA4HhxP/YFSMXl5RoXIWQ2gD0ppf8K2k+lx2W/9ylK6X4AjrL/nR91/2UcVwqW8nuJUnoQgJcB/KbUcSU0Nh7nwjr/qz4uQkgaFqEfCGAPWH7xpeJ+Kn2O2er3y7C88ucBrIb3OMaGbFyU0ssopRPsMX2t1H1ERphPVM5/ANIAHgPwHWH552BdOM0Bn30JwCzu71tgkTm/zmMADrdfp2AFjQKDCkmPi1v+GQB/tF8vBTCWFny4pZU6XrBO6A2wTuZ1APoAPFPtcUmWf447XlX7HWFZB10o+OkTACwqZVxlOPcPALCsVs59AIcAeJJbfjSAh2vwHLsIwK/Kcby49yfCjlMBuBHAedx7S+1jcB6AG7nlN9rLxgJYwi13rSfdX5SDWY5/9oVyB+yoPLf8VFhR45HC8mYALfbrkwA8x733c1h3SE34zFfhDnTcXalxARjEnbgpWKrga/bfv4Y7MPSrSh4vbp3JcAdFqzYu+xixIFoalj11cbV/R/vvuwAcb7/+HIB7ih1XOX5LAFcD+GkNnft7ANiIQvDxZwCurfY5Zv/NMqeGwspCmV6G4zWNe/11APfar8+AOyj6qr18GIBV9piG2q+H2e+JQdHTA8cU5QQsxz8AR8J63GLpPQtgRYFXwPKT2DJ2kCfDuqO9CyuYMclePt7ezrvcZ75gv9cI4B57m68CmFrBcY0G8Jq9nXcA/C8KEfnhsHz+5fZnhlVqXMI2J8NN6FUbF6zg0esopJT9HoU0z6r9jvZ7kwA8Z2/rSQATix1XOX5LWFkRM4Rl1T5mF9vLFwJ4EMDwap9j9nt/h3UTWAw766wMx+ufsK559t3H2esTANcBeA9WfGEOt60L7X2vAHABt3yOva33APwRIU8Nauq/goKCQj9B1YOiCgoKCgrJQBG6goKCQj+BInQFBQWFfgJF6AoKCgr9BIrQFRQUFPoJFKErKCgo9BMoQldQUFDoJ/j/uL2DxfpJ2iAAAAAASUVORK5CYII=\n", "text/plain": [ "

" ] @@ -182,7 +182,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 7, @@ -397,8 +397,8 @@ { "data": { "text/plain": [ - "DeviceArray([9.4405663e-01, 1.0039648e+01, 5.8970763e-03, 1.3041815e+03,\n", - " 9.9855691e-02, 1.9569374e+01], dtype=float32)" + "DeviceArray([7.4454439e-01, 1.0113935e+01, 6.6364571e-03, 1.2761028e+03,\n", + " 9.9855691e-02, 2.0668566e+01], dtype=float32)" ] }, "execution_count": 17, @@ -424,7 +424,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -448,6 +448,103 @@ "plt.savefig(\"gradient_descent_jaxopt.png\")" ] }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "from jaxopt import OptaxSolver\n", + "import optax" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "solver = OptaxSolver(opt=optax.adam(1e-4), fun=objective, has_aux=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "state = solver.init_state(initpar)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2022-03-14 16:37:57.961574: W external/org_tensorflow/tensorflow/core/common_runtime/bfc_allocator.cc:479] Allocator (GPU_0_bfc) ran out of memory trying to allocate 8.58MiB (rounded to 9000192)requested by op \n", + "2022-03-14 16:37:57.963944: W external/org_tensorflow/tensorflow/core/common_runtime/bfc_allocator.cc:491] *************************************************************************************************xxx\n", + "2022-03-14 16:37:57.964135: E external/org_tensorflow/tensorflow/compiler/xla/pjrt/pjrt_stream_executor_client.cc:2124] Execution of replica 0 failed: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 9000000 bytes.\n", + "BufferAssignment OOM Debugging.\n", + "BufferAssignment stats:\n", + " parameter allocation: 11.7KiB\n", + " constant allocation: 0B\n", + " maybe_live_out allocation: 8.58MiB\n", + " preallocated temp allocation: 0B\n", + " total allocation: 8.59MiB\n", + " total fragmentation: 0B (0.00%)\n", + "Peak buffers:\n", + "\tBuffer 1:\n", + "\t\tSize: 8.58MiB\n", + "\t\tOperator: op_name=\"jit()/jit(main)/sub\" source_file=\"/home/kawahara/anaconda3/lib/python3.8/site-packages/exojax-1.1.2-py3.8.egg/exojax/spec/response.py\" source_line=64\n", + "\t\tXLA Label: fusion\n", + "\t\tShape: f32[1500,1500]\n", + "\t\t==========================\n", + "\n", + "\tBuffer 2:\n", + "\t\tSize: 5.9KiB\n", + "\t\tEntry Parameter Subshape: f32[1,1500]\n", + "\t\t==========================\n", + "\n", + "\tBuffer 3:\n", + "\t\tSize: 5.9KiB\n", + "\t\tEntry Parameter Subshape: f32[1500,1]\n", + "\t\t==========================\n", + "\n", + "\n" + ] + }, + { + "ename": "ValueError", + "evalue": "RESOURCE_EXHAUSTED: Out of memory while trying to allocate 9000000 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 11.7KiB\n constant allocation: 0B\n maybe_live_out allocation: 8.58MiB\n preallocated temp allocation: 0B\n total allocation: 8.59MiB\n total fragmentation: 0B (0.00%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 8.58MiB\n\t\tOperator: op_name=\"jit()/jit(main)/sub\" source_file=\"/home/kawahara/anaconda3/lib/python3.8/site-packages/exojax-1.1.2-py3.8.egg/exojax/spec/response.py\" source_line=64\n\t\tXLA Label: fusion\n\t\tShape: f32[1500,1500]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 5.9KiB\n\t\tEntry Parameter Subshape: f32[1,1500]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 5.9KiB\n\t\tEntry Parameter Subshape: f32[1500,1]\n\t\t==========================\n\n", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/tmp/ipykernel_12824/2580007913.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minitpar\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mparam\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msolver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0;31m#for _ in range(50):\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;31m# param, state = solver.update(params=params, state=state)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;31m# The auxiliary data returned by the outer loss is stored in the state.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/jaxopt/_src/optax_wrapper.py\u001b[0m in \u001b[0;36mupdate\u001b[0;34m(self, params, state, *args, **kwargs)\u001b[0m\n\u001b[1;32m 120\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpre_update\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 121\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 122\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maux\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgrad\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_value_and_grad_fun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 123\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 124\u001b[0m \u001b[0mdelta\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mopt_state\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgrad\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minternal_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + " \u001b[0;31m[... skipping hidden 8 frame]\u001b[0m\n", + "\u001b[0;32m/tmp/ipykernel_12824/3393464750.py\u001b[0m in \u001b[0;36mobjective\u001b[0;34m(params)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mobjective\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mf\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnflux\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mmodel_c\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mboost\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnusd\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mg\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mjnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mg\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/tmp/ipykernel_12824/3773571264.py\u001b[0m in \u001b[0;36mmodel_c\u001b[0;34m(params, boost, nu1)\u001b[0m\n\u001b[1;32m 35\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmu\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 36\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 37\u001b[0;31m \u001b[0mmodel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mobyo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnu1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnumatrix_CO\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mmdbCO\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mcdbH2H2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 38\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/tmp/ipykernel_12824/3773571264.py\u001b[0m in \u001b[0;36mobyo\u001b[0;34m(nusd, nus, numatrix_CO, mdbCO, cdbH2H2)\u001b[0m\n\u001b[1;32m 30\u001b[0m \u001b[0mF0\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrtrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdtau\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msourcef\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mnorm\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 32\u001b[0;31m \u001b[0mFrot\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrigidrot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mF0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mvsini\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mu1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mu2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 33\u001b[0m \u001b[0;31m#Frot=rigidrotx(nus,F0,vsini,u1,u2)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0mmu\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mipgauss_sampling\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnusd\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mFrot\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mbeta\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mRV\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/exojax-1.1.2-py3.8.egg/exojax/spec/response.py\u001b[0m in \u001b[0;36mrigidrot\u001b[0;34m(nus, F0, vsini, u1, u2)\u001b[0m\n\u001b[1;32m 62\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mapplied\u001b[0m \u001b[0mspectrum\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mF\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 63\u001b[0m \"\"\"\n\u001b[0;32m---> 64\u001b[0;31m \u001b[0mdvmat\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mjnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mc\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mjnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mjnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 65\u001b[0m \u001b[0mx\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdvmat\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mvsini\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 66\u001b[0m \u001b[0mkernel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrotkernel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mu1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mu2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/jax/_src/numpy/lax_numpy.py\u001b[0m in \u001b[0;36mdeferring_binary_op\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 6782\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_accepted_binop_types\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6783\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mNotImplemented\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 6784\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mbinary_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 6785\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mdeferring_binary_op\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6786\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mValueError\u001b[0m: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 9000000 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 11.7KiB\n constant allocation: 0B\n maybe_live_out allocation: 8.58MiB\n preallocated temp allocation: 0B\n total allocation: 8.59MiB\n total fragmentation: 0B (0.00%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 8.58MiB\n\t\tOperator: op_name=\"jit()/jit(main)/sub\" source_file=\"/home/kawahara/anaconda3/lib/python3.8/site-packages/exojax-1.1.2-py3.8.egg/exojax/spec/response.py\" source_line=64\n\t\tXLA Label: fusion\n\t\tShape: f32[1500,1500]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 5.9KiB\n\t\tEntry Parameter Subshape: f32[1,1500]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 5.9KiB\n\t\tEntry Parameter Subshape: f32[1500,1]\n\t\t==========================\n\n" + ] + } + ], + "source": [ + "params=np.copy(initpar)\n", + "param, state = solver.update(params=params, state=state)\n", + "#for _ in range(50):\n", + "# param, state = solver.update(params=params, state=state)\n", + " # The auxiliary data returned by the outer loss is stored in the state. \n", + " # = state.aux\n" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/tests/jaxopt/optimize_spectrum_JAXopt_test.py b/tests/jaxopt/optimize_spectrum_JAXopt_test.py new file mode 100644 index 00000000..cd471ee6 --- /dev/null +++ b/tests/jaxopt/optimize_spectrum_JAXopt_test.py @@ -0,0 +1,105 @@ +import pandas as pd +import numpy as np +import matplotlib.pyplot as plt +import jax.numpy as jnp + +from exojax.spec.lpf import xsmatrix +from exojax.spec.exomol import gamma_exomol +from exojax.spec.hitran import SijT, doppler_sigma, gamma_natural, gamma_hitran +from exojax.spec.hitrancia import read_cia, logacia +from exojax.spec.rtransfer import rtrun, dtauM, dtauCIA, nugrid +from exojax.spec import planck, response +from exojax.spec.lpf import xsvector +from exojax.spec import molinfo +from exojax.utils.constants import RJ, pc, Rs, c +from exojax.spec import rtransfer as rt +from exojax.spec import moldb, contdb +from exojax.spec import make_numatrix0 +from exojax.spec import initspec +import jax.numpy as jnp +from jax import vmap, jit + +def jaxopt_spectrum_test(): + + dat=pd.read_csv("spectrum.txt",delimiter=",",names=("wav","flux")) + wavd=dat["wav"].values + flux=dat["flux"].values + nusd=jnp.array(1.e8/wavd[::-1]) + sigmain=0.05 + norm=40000 + nflux=flux/norm+np.random.normal(0,sigmain,len(wavd)) + + NP=100 + Parr, dParr, k=rt.pressure_layer(NP=NP) + Nx=1500 + nus,wav,res=nugrid(np.min(wavd)-5.0,np.max(wavd)+5.0,Nx,unit="AA") + + R=100000. + beta=c/(2.0*np.sqrt(2.0*np.log(2.0))*R) + + molmassCO=molinfo.molmass("CO") + mmw=2.33 #mean molecular weight + mmrH2=0.74 + molmassH2=molinfo.molmass("H2") + vmrH2=(mmrH2*mmw/molmassH2) #VMR + + Mp = 33.2 #fixing mass... + mdbCO=moldb.MdbExomol('.database/CO/12C-16O/Li2015',nus,crit=1.e-46) + cdbH2H2=contdb.CdbCIA('.database/H2-H2_2011.cia',nus) + numatrix_CO=make_numatrix0(nus,mdbCO.nu_lines) + numatrix_CO=initspec.init_lpf(mdbCO.nu_lines,nus) + Pref=1.0 #bar + ONEARR=np.ones_like(Parr) + ONEWAV=jnp.ones_like(nflux) + + def model_c(params,boost,nu1): + Rp,RV,MMR_CO,T0,alpha,vsini=params*boost + g=2478.57730044555*Mp/Rp**2 #gravity + u1=0.0 + u2=0.0 + #T-P model// + Tarr = T0*(Parr/Pref)**alpha + + #line computation CO + qt_CO=vmap(mdbCO.qr_interp)(Tarr) + + def obyo(nusd,nus,numatrix_CO,mdbCO,cdbH2H2): + #CO + SijM_CO=jit(vmap(SijT,(0,None,None,None,0))) (Tarr,mdbCO.logsij0,mdbCO.dev_nu_lines,mdbCO.elower,qt_CO) + gammaLMP_CO = jit(vmap(gamma_exomol,(0,0,None,None))) (Parr,Tarr,mdbCO.n_Texp,mdbCO.alpha_ref) + gammaLMN_CO=gamma_natural(mdbCO.A) + gammaLM_CO=gammaLMP_CO+gammaLMN_CO[None,:] + + sigmaDM_CO=jit(vmap(doppler_sigma,(None,0,None))) (mdbCO.dev_nu_lines,Tarr,molmassCO) + xsm_CO=xsmatrix(numatrix_CO,sigmaDM_CO,gammaLM_CO,SijM_CO) + dtaumCO=dtauM(dParr,xsm_CO,MMR_CO*ONEARR,molmassCO,g) + #CIA + dtaucH2H2=dtauCIA(nus,Tarr,Parr,dParr,vmrH2,vmrH2, mmw,g,cdbH2H2.nucia,cdbH2H2.tcia,cdbH2H2.logac) + dtau=dtaumCO+dtaucH2H2 + sourcef = planck.piBarr(Tarr,nus) + F0=rtrun(dtau,sourcef)/norm + + Frot=response.rigidrot(nus,F0,vsini,u1,u2) + #Frot=rigidrotx(nus,F0,vsini,u1,u2) + mu=response.ipgauss_sampling(nusd,nus,Frot,beta,RV) + return mu + + model=obyo(nu1,nus,numatrix_CO,mdbCO,cdbH2H2) + return model + + import jaxopt + boost=np.array([1.0,10.0,0.1,1000.0,1.e-3,10.0]) + initpar=np.array([0.8,9.0,0.1,1200.0,0.1,17.0])/boost + def objective(params): + f=nflux-model_c(params,boost,nusd) + g=jnp.dot(f,f) + return g + + gd = jaxopt.GradientDescent(fun=objective, maxiter=1000,stepsize=1.e-4) + res = gd.run(init_params=initpar) + params, state = res + + print(np.sum(params*boost)) + +if __name__=="__main__": + jaxopt_spectrum_test() From 8a93aaa1f5518ddc7cccc504bc9ca3c4c7cf0ddc Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Mon, 14 Mar 2022 16:52:28 +0900 Subject: [PATCH 26/73] added spectrum.txt in data --- MANIFEST.in | 1 + src/exojax/data/testdata/spectrum.txt | 500 ++++++++++++++++++++++++++ 2 files changed, 501 insertions(+) create mode 100644 src/exojax/data/testdata/spectrum.txt diff --git a/MANIFEST.in b/MANIFEST.in index c6d60066..07d7f0c1 100644 --- a/MANIFEST.in +++ b/MANIFEST.in @@ -4,6 +4,7 @@ include src/exojax/data/atom/iso_mn.txt include src/exojax/data/clouds/drag_force.txt include src/exojax/data/abundance/AAG2021.dat include src/exojax/data/atom/NIST_Atomic_Ionization_Energies.txt +include src/exojax/data/testdata/spectrum.txt graft tests graft examples diff --git a/src/exojax/data/testdata/spectrum.txt b/src/exojax/data/testdata/spectrum.txt new file mode 100644 index 00000000..31327e38 --- /dev/null +++ b/src/exojax/data/testdata/spectrum.txt @@ -0,0 +1,500 @@ +2.292000000000000000e+04,2.793578515625000000e+04 +2.292016015625000000e+04,2.724044531250000000e+04 +2.292032031250000000e+04,2.673864453125000000e+04 +2.292048242187500000e+04,2.637084570312500000e+04 +2.292064062500000000e+04,2.607749609375000000e+04 +2.292080273437500000e+04,2.576850390625000000e+04 +2.292096093750000000e+04,2.554308984375000000e+04 +2.292112109375000000e+04,2.547783398437500000e+04 +2.292128320312500000e+04,2.558854882812500000e+04 +2.292144335937500000e+04,2.588073046875000000e+04 +2.292160351562500000e+04,2.635659960937500000e+04 +2.292176367187500000e+04,2.700903125000000000e+04 +2.292192382812500000e+04,2.784302929687500000e+04 +2.292208398437500000e+04,2.885822656250000000e+04 +2.292224609375000000e+04,3.005070703125000000e+04 +2.292240429687500000e+04,3.140456445312500000e+04 +2.292256445312500000e+04,3.285134375000000000e+04 +2.292272460937500000e+04,3.416171093750000000e+04 +2.292288671875000000e+04,3.516862890625000000e+04 +2.292304687500000000e+04,3.593146093750000000e+04 +2.292320507812500000e+04,3.649757031250000000e+04 +2.292336718750000000e+04,3.695934375000000000e+04 +2.292352539062500000e+04,3.730783984375000000e+04 +2.292368750000000000e+04,3.758841796875000000e+04 +2.292384765625000000e+04,3.780005078125000000e+04 +2.292400781250000000e+04,3.795867968750000000e+04 +2.292416796875000000e+04,3.807306250000000000e+04 +2.292432812500000000e+04,3.814742187500000000e+04 +2.292449023437500000e+04,3.818482812500000000e+04 +2.292464843750000000e+04,3.818713671875000000e+04 +2.292481054687500000e+04,3.815406640625000000e+04 +2.292496875000000000e+04,3.808631640625000000e+04 +2.292512890625000000e+04,3.797709765625000000e+04 +2.292528906250000000e+04,3.782721484375000000e+04 +2.292545117187500000e+04,3.761586328125000000e+04 +2.292561132812500000e+04,3.734680468750000000e+04 +2.292577148437500000e+04,3.699826562500000000e+04 +2.292593164062500000e+04,3.654835937500000000e+04 +2.292608984375000000e+04,3.596563281250000000e+04 +2.292625390625000000e+04,3.520137890625000000e+04 +2.292641210937500000e+04,3.416628906250000000e+04 +2.292657226562500000e+04,3.282230078125000000e+04 +2.292673242187500000e+04,3.140952343750000000e+04 +2.292689453125000000e+04,3.010758789062500000e+04 +2.292705468750000000e+04,2.899129296875000000e+04 +2.292721484375000000e+04,2.804425000000000000e+04 +2.292737500000000000e+04,2.727024218750000000e+04 +2.292753320312500000e+04,2.667015625000000000e+04 +2.292769531250000000e+04,2.624575000000000000e+04 +2.292785546875000000e+04,2.599180078125000000e+04 +2.292801562500000000e+04,2.591344531250000000e+04 +2.292817578125000000e+04,2.600620507812500000e+04 +2.292833593750000000e+04,2.626630859375000000e+04 +2.292849609375000000e+04,2.670521093750000000e+04 +2.292865820312500000e+04,2.729755859375000000e+04 +2.292881835937500000e+04,2.808800781250000000e+04 +2.292897656250000000e+04,2.903411328125000000e+04 +2.292913671875000000e+04,3.019057421875000000e+04 +2.292929687500000000e+04,3.148290625000000000e+04 +2.292945898437500000e+04,3.288869531250000000e+04 +2.292962109375000000e+04,3.420202343750000000e+04 +2.292977929687500000e+04,3.520898046875000000e+04 +2.292993945312500000e+04,3.595870703125000000e+04 +2.293009765625000000e+04,3.652314453125000000e+04 +2.293026171875000000e+04,3.695959375000000000e+04 +2.293042187500000000e+04,3.729107812500000000e+04 +2.293058203125000000e+04,3.754226562500000000e+04 +2.293074218750000000e+04,3.773263281250000000e+04 +2.293090234375000000e+04,3.786566406250000000e+04 +2.293106250000000000e+04,3.795126562500000000e+04 +2.293122265625000000e+04,3.799390625000000000e+04 +2.293138281250000000e+04,3.799511718750000000e+04 +2.293154296875000000e+04,3.795456250000000000e+04 +2.293170312500000000e+04,3.787014453125000000e+04 +2.293186523437500000e+04,3.773804687500000000e+04 +2.293202343750000000e+04,3.755017187500000000e+04 +2.293218554687500000e+04,3.729463281250000000e+04 +2.293234375000000000e+04,3.694962500000000000e+04 +2.293250390625000000e+04,3.649080078125000000e+04 +2.293266601562500000e+04,3.590064062500000000e+04 +2.293282617187500000e+04,3.507238671875000000e+04 +2.293298632812500000e+04,3.395078906250000000e+04 +2.293314453125000000e+04,3.259223242187500000e+04 +2.293330664062500000e+04,3.126037890625000000e+04 +2.293346679687500000e+04,3.006110937500000000e+04 +2.293362890625000000e+04,2.902725390625000000e+04 +2.293378710937500000e+04,2.817643750000000000e+04 +2.293394726562500000e+04,2.748893164062500000e+04 +2.293410937500000000e+04,2.696958984375000000e+04 +2.293426953125000000e+04,2.661751757812500000e+04 +2.293442968750000000e+04,2.643857421875000000e+04 +2.293458984375000000e+04,2.642225195312500000e+04 +2.293475000000000000e+04,2.657069140625000000e+04 +2.293491015625000000e+04,2.688278906250000000e+04 +2.293507031250000000e+04,2.735901171875000000e+04 +2.293523046875000000e+04,2.800455859375000000e+04 +2.293539062500000000e+04,2.882036718750000000e+04 +2.293555078125000000e+04,2.982257812500000000e+04 +2.293571093750000000e+04,3.098431640625000000e+04 +2.293587109375000000e+04,3.229503906250000000e+04 +2.293603125000000000e+04,3.367657031250000000e+04 +2.293619335937500000e+04,3.484548437500000000e+04 +2.293635156250000000e+04,3.570021093750000000e+04 +2.293651562500000000e+04,3.634418750000000000e+04 +2.293667382812500000e+04,3.680864843750000000e+04 +2.293683398437500000e+04,3.717360156250000000e+04 +2.293699414062500000e+04,3.743673828125000000e+04 +2.293715429687500000e+04,3.763046875000000000e+04 +2.293731640625000000e+04,3.775647265625000000e+04 +2.293747656250000000e+04,3.783056250000000000e+04 +2.293763671875000000e+04,3.785199218750000000e+04 +2.293779492187500000e+04,3.782336328125000000e+04 +2.293795507812500000e+04,3.774346093750000000e+04 +2.293811523437500000e+04,3.760349218750000000e+04 +2.293827734375000000e+04,3.739841406250000000e+04 +2.293843750000000000e+04,3.710265625000000000e+04 +2.293859765625000000e+04,3.670516406250000000e+04 +2.293875781250000000e+04,3.617007031250000000e+04 +2.293891796875000000e+04,3.543425781250000000e+04 +2.293907812500000000e+04,3.439313281250000000e+04 +2.293923828125000000e+04,3.308763281250000000e+04 +2.293939843750000000e+04,3.176945703125000000e+04 +2.293955859375000000e+04,3.059111132812500000e+04 +2.293971875000000000e+04,2.958689453125000000e+04 +2.293987890625000000e+04,2.873435351562500000e+04 +2.294003906250000000e+04,2.805216015625000000e+04 +2.294020117187500000e+04,2.753019140625000000e+04 +2.294035937500000000e+04,2.716682812500000000e+04 +2.294052343750000000e+04,2.696302343750000000e+04 +2.294067968750000000e+04,2.692373437500000000e+04 +2.294084179687500000e+04,2.704191015625000000e+04 +2.294100195312500000e+04,2.731958398437500000e+04 +2.294116210937500000e+04,2.775512500000000000e+04 +2.294132421875000000e+04,2.836869335937500000e+04 +2.294148437500000000e+04,2.912419140625000000e+04 +2.294164453125000000e+04,3.007363281250000000e+04 +2.294180273437500000e+04,3.117839062500000000e+04 +2.294196289062500000e+04,3.245607031250000000e+04 +2.294212304687500000e+04,3.378639843750000000e+04 +2.294228515625000000e+04,3.496585156250000000e+04 +2.294244531250000000e+04,3.580899218750000000e+04 +2.294260546875000000e+04,3.641167578125000000e+04 +2.294276562500000000e+04,3.685616406250000000e+04 +2.294292578125000000e+04,3.718702343750000000e+04 +2.294308593750000000e+04,3.742852343750000000e+04 +2.294324609375000000e+04,3.758880468750000000e+04 +2.294340625000000000e+04,3.767213281250000000e+04 +2.294356835937500000e+04,3.769126562500000000e+04 +2.294372656250000000e+04,3.764744531250000000e+04 +2.294388671875000000e+04,3.753541015625000000e+04 +2.294404687500000000e+04,3.735016406250000000e+04 +2.294420703125000000e+04,3.707005859375000000e+04 +2.294436914062500000e+04,3.667732812500000000e+04 +2.294453125000000000e+04,3.612319531250000000e+04 +2.294468945312500000e+04,3.531695703125000000e+04 +2.294484960937500000e+04,3.418475000000000000e+04 +2.294500781250000000e+04,3.288294921875000000e+04 +2.294516992187500000e+04,3.166794531250000000e+04 +2.294533203125000000e+04,3.060045312500000000e+04 +2.294549218750000000e+04,2.968468164062500000e+04 +2.294565234375000000e+04,2.894709570312500000e+04 +2.294581054687500000e+04,2.832880859375000000e+04 +2.294597070312500000e+04,2.788072265625000000e+04 +2.294613281250000000e+04,2.758306640625000000e+04 +2.294629296875000000e+04,2.744735156250000000e+04 +2.294645312500000000e+04,2.746479687500000000e+04 +2.294661328125000000e+04,2.763234765625000000e+04 +2.294677343750000000e+04,2.794965429687500000e+04 +2.294693359375000000e+04,2.842011328125000000e+04 +2.294709375000000000e+04,2.905295312500000000e+04 +2.294725390625000000e+04,2.986357812500000000e+04 +2.294741601562500000e+04,3.082435546875000000e+04 +2.294757421875000000e+04,3.196232617187500000e+04 +2.294773437500000000e+04,3.322459375000000000e+04 +2.294789453125000000e+04,3.450560937500000000e+04 +2.294805468750000000e+04,3.549757421875000000e+04 +2.294821679687500000e+04,3.618419140625000000e+04 +2.294837695312500000e+04,3.667869531250000000e+04 +2.294853710937500000e+04,3.703372656250000000e+04 +2.294869726562500000e+04,3.727853125000000000e+04 +2.294885546875000000e+04,3.743101171875000000e+04 +2.294901757812500000e+04,3.749217187500000000e+04 +2.294917773437500000e+04,3.746871093750000000e+04 +2.294933984375000000e+04,3.735962500000000000e+04 +2.294950000000000000e+04,3.715593750000000000e+04 +2.294966015625000000e+04,3.683494921875000000e+04 +2.294982031250000000e+04,3.635221875000000000e+04 +2.294997851562500000e+04,3.563503906250000000e+04 +2.295014062500000000e+04,3.459964843750000000e+04 +2.295030078125000000e+04,3.336303906250000000e+04 +2.295046093750000000e+04,3.217167578125000000e+04 +2.295062109375000000e+04,3.113128320312500000e+04 +2.295078125000000000e+04,3.022979101562500000e+04 +2.295094140625000000e+04,2.948917773437500000e+04 +2.295110156250000000e+04,2.889292773437500000e+04 +2.295126171875000000e+04,2.843783007812500000e+04 +2.295142382812500000e+04,2.813421875000000000e+04 +2.295158203125000000e+04,2.797701171875000000e+04 +2.295174218750000000e+04,2.796272070312500000e+04 +2.295190234375000000e+04,2.809613867187500000e+04 +2.295206250000000000e+04,2.837640820312500000e+04 +2.295222460937500000e+04,2.881284375000000000e+04 +2.295238476562500000e+04,2.939831250000000000e+04 +2.295254492187500000e+04,3.013792187500000000e+04 +2.295270507812500000e+04,3.103526367187500000e+04 +2.295286328125000000e+04,3.211573828125000000e+04 +2.295302734375000000e+04,3.333646875000000000e+04 +2.295318554687500000e+04,3.455045312500000000e+04 +2.295334765625000000e+04,3.554311718750000000e+04 +2.295350781250000000e+04,3.620606250000000000e+04 +2.295366796875000000e+04,3.665338671875000000e+04 +2.295382812500000000e+04,3.695578125000000000e+04 +2.295398828125000000e+04,3.714255468750000000e+04 +2.295414843750000000e+04,3.722354687500000000e+04 +2.295430859375000000e+04,3.718891406250000000e+04 +2.295446875000000000e+04,3.703101171875000000e+04 +2.295462890625000000e+04,3.673452343750000000e+04 +2.295478906250000000e+04,3.624160937500000000e+04 +2.295494921875000000e+04,3.548041406250000000e+04 +2.295510937500000000e+04,3.439631640625000000e+04 +2.295527148437500000e+04,3.320967187500000000e+04 +2.295543164062500000e+04,3.212213867187500000e+04 +2.295558984375000000e+04,3.116993359375000000e+04 +2.295575000000000000e+04,3.038592382812500000e+04 +2.295591015625000000e+04,2.973312500000000000e+04 +2.295607226562500000e+04,2.920041796875000000e+04 +2.295623242187500000e+04,2.881229101562500000e+04 +2.295639453125000000e+04,2.856456250000000000e+04 +2.295655273437500000e+04,2.846308593750000000e+04 +2.295671289062500000e+04,2.849922656250000000e+04 +2.295687500000000000e+04,2.867552929687500000e+04 +2.295703515625000000e+04,2.899248046875000000e+04 +2.295719531250000000e+04,2.944773437500000000e+04 +2.295735546875000000e+04,3.005284570312500000e+04 +2.295751562500000000e+04,3.081746093750000000e+04 +2.295767578125000000e+04,3.173593750000000000e+04 +2.295783593750000000e+04,3.280609375000000000e+04 +2.295799609375000000e+04,3.398454687500000000e+04 +2.295815625000000000e+04,3.508032031250000000e+04 +2.295831640625000000e+04,3.586860156250000000e+04 +2.295847656250000000e+04,3.636140625000000000e+04 +2.295863671875000000e+04,3.665675000000000000e+04 +2.295879687500000000e+04,3.680765234375000000e+04 +2.295895703125000000e+04,3.682516406250000000e+04 +2.295911718750000000e+04,3.668195312500000000e+04 +2.295927929687500000e+04,3.632123046875000000e+04 +2.295943750000000000e+04,3.569505078125000000e+04 +2.295959765625000000e+04,3.472068359375000000e+04 +2.295975781250000000e+04,3.358865625000000000e+04 +2.295991992187500000e+04,3.253527929687500000e+04 +2.296008007812500000e+04,3.164296484375000000e+04 +2.296024023437500000e+04,3.088166406250000000e+04 +2.296040234375000000e+04,3.025191406250000000e+04 +2.296056250000000000e+04,2.972872265625000000e+04 +2.296072070312500000e+04,2.933981250000000000e+04 +2.296088281250000000e+04,2.908617773437500000e+04 +2.296104296875000000e+04,2.896783984375000000e+04 +2.296120312500000000e+04,2.897794140625000000e+04 +2.296136328125000000e+04,2.911940234375000000e+04 +2.296152343750000000e+04,2.939704296875000000e+04 +2.296168359375000000e+04,2.980350781250000000e+04 +2.296184375000000000e+04,3.034390820312500000e+04 +2.296200390625000000e+04,3.103434765625000000e+04 +2.296216406250000000e+04,3.186958203125000000e+04 +2.296232421875000000e+04,3.286478515625000000e+04 +2.296248437500000000e+04,3.396201562500000000e+04 +2.296264453125000000e+04,3.499274609375000000e+04 +2.296280468750000000e+04,3.571275000000000000e+04 +2.296296484375000000e+04,3.611111328125000000e+04 +2.296312500000000000e+04,3.627519531250000000e+04 +2.296328710937500000e+04,3.623658593750000000e+04 +2.296344726562500000e+04,3.595518359375000000e+04 +2.296360546875000000e+04,3.533076562500000000e+04 +2.296376757812500000e+04,3.436600000000000000e+04 +2.296392773437500000e+04,3.336755468750000000e+04 +2.296408984375000000e+04,3.245480273437500000e+04 +2.296425000000000000e+04,3.168711328125000000e+04 +2.296441015625000000e+04,3.103327539062500000e+04 +2.296457031250000000e+04,3.047212890625000000e+04 +2.296473046875000000e+04,3.001674609375000000e+04 +2.296489062500000000e+04,2.969052734375000000e+04 +2.296505078125000000e+04,2.949713671875000000e+04 +2.296521093750000000e+04,2.942242773437500000e+04 +2.296537109375000000e+04,2.946988476562500000e+04 +2.296553125000000000e+04,2.964151562500000000e+04 +2.296569140625000000e+04,2.993306250000000000e+04 +2.296585156250000000e+04,3.035390234375000000e+04 +2.296601171875000000e+04,3.089464843750000000e+04 +2.296617187500000000e+04,3.157614062500000000e+04 +2.296633203125000000e+04,3.238455078125000000e+04 +2.296649218750000000e+04,3.333560156250000000e+04 +2.296665234375000000e+04,3.431630859375000000e+04 +2.296681445312500000e+04,3.510263281250000000e+04 +2.296697265625000000e+04,3.545874218750000000e+04 +2.296713281250000000e+04,3.545164062500000000e+04 +2.296729492187500000e+04,3.506311328125000000e+04 +2.296745507812500000e+04,3.432463281250000000e+04 +2.296761523437500000e+04,3.349833203125000000e+04 +2.296777539062500000e+04,3.273076953125000000e+04 +2.296793750000000000e+04,3.203892382812500000e+04 +2.296809765625000000e+04,3.142056250000000000e+04 +2.296825781250000000e+04,3.088715039062500000e+04 +2.296841796875000000e+04,3.045499218750000000e+04 +2.296857812500000000e+04,3.013898828125000000e+04 +2.296873828125000000e+04,2.993601367187500000e+04 +2.296889843750000000e+04,2.985149609375000000e+04 +2.296905859375000000e+04,2.987612500000000000e+04 +2.296921875000000000e+04,3.000650000000000000e+04 +2.296937890625000000e+04,3.024589453125000000e+04 +2.296953906250000000e+04,3.059378515625000000e+04 +2.296969921875000000e+04,3.105036523437500000e+04 +2.296985937500000000e+04,3.162348046875000000e+04 +2.297001953125000000e+04,3.231212109375000000e+04 +2.297017968750000000e+04,3.305627343750000000e+04 +2.297033984375000000e+04,3.380239843750000000e+04 +2.297050000000000000e+04,3.424907421875000000e+04 +2.297066015625000000e+04,3.409309375000000000e+04 +2.297082226562500000e+04,3.353243750000000000e+04 +2.297098242187500000e+04,3.293469140625000000e+04 +2.297114257812500000e+04,3.239958007812500000e+04 +2.297130273437500000e+04,3.191024609375000000e+04 +2.297146289062500000e+04,3.142502734375000000e+04 +2.297162304687500000e+04,3.098905273437500000e+04 +2.297178320312500000e+04,3.064241015625000000e+04 +2.297194335937500000e+04,3.039951171875000000e+04 +2.297210351562500000e+04,3.025901953125000000e+04 +2.297226562500000000e+04,3.020873046875000000e+04 +2.297242578125000000e+04,3.024981054687500000e+04 +2.297258593750000000e+04,3.037984765625000000e+04 +2.297274609375000000e+04,3.059860156250000000e+04 +2.297290625000000000e+04,3.088954296875000000e+04 +2.297306640625000000e+04,3.125366406250000000e+04 +2.297322656250000000e+04,3.165497265625000000e+04 +2.297338671875000000e+04,3.202308203125000000e+04 +2.297354687500000000e+04,3.225999218750000000e+04 +2.297370703125000000e+04,3.233221484375000000e+04 +2.297386718750000000e+04,3.223688671875000000e+04 +2.297402734375000000e+04,3.198926757812500000e+04 +2.297418750000000000e+04,3.167407421875000000e+04 +2.297434960937500000e+04,3.136619140625000000e+04 +2.297450781250000000e+04,3.109482812500000000e+04 +2.297466992187500000e+04,3.085617968750000000e+04 +2.297483007812500000e+04,3.066285546875000000e+04 +2.297499023437500000e+04,3.053086718750000000e+04 +2.297515039062500000e+04,3.046653515625000000e+04 +2.297531054687500000e+04,3.046055468750000000e+04 +2.297547070312500000e+04,3.050231835937500000e+04 +2.297563085937500000e+04,3.057688476562500000e+04 +2.297579101562500000e+04,3.064075781250000000e+04 +2.297595312500000000e+04,3.060408593750000000e+04 +2.297611132812500000e+04,3.042916796875000000e+04 +2.297627343750000000e+04,3.032525585937500000e+04 +2.297643359375000000e+04,3.045338476562500000e+04 +2.297659375000000000e+04,3.069933007812500000e+04 +2.297675390625000000e+04,3.080485156250000000e+04 +2.297691406250000000e+04,3.076135937500000000e+04 +2.297707421875000000e+04,3.069732812500000000e+04 +2.297723437500000000e+04,3.066219921875000000e+04 +2.297739453125000000e+04,3.062177539062500000e+04 +2.297755468750000000e+04,3.054855078125000000e+04 +2.297771484375000000e+04,3.045514453125000000e+04 +2.297787500000000000e+04,3.031419726562500000e+04 +2.297803515625000000e+04,3.004526171875000000e+04 +2.297819726562500000e+04,2.960677734375000000e+04 +2.297835546875000000e+04,2.920649804687500000e+04 +2.297851757812500000e+04,2.895950000000000000e+04 +2.297867578125000000e+04,2.887913671875000000e+04 +2.297883789062500000e+04,2.901523046875000000e+04 +2.297899804687500000e+04,2.937306640625000000e+04 +2.297915820312500000e+04,2.977897070312500000e+04 +2.297931835937500000e+04,2.999731640625000000e+04 +2.297947851562500000e+04,3.005630468750000000e+04 +2.297964062500000000e+04,2.998216406250000000e+04 +2.297979882812500000e+04,2.965874609375000000e+04 +2.297995898437500000e+04,2.913121875000000000e+04 +2.298011914062500000e+04,2.862103515625000000e+04 +2.298028125000000000e+04,2.817814257812500000e+04 +2.298044140625000000e+04,2.788146093750000000e+04 +2.298060156250000000e+04,2.777004296875000000e+04 +2.298076171875000000e+04,2.781947265625000000e+04 +2.298092187500000000e+04,2.796898046875000000e+04 +2.298108203125000000e+04,2.810134179687500000e+04 +2.298124218750000000e+04,2.808596679687500000e+04 +2.298140234375000000e+04,2.787348828125000000e+04 +2.298156250000000000e+04,2.759289062500000000e+04 +2.298172265625000000e+04,2.731515820312500000e+04 +2.298188476562500000e+04,2.693052929687500000e+04 +2.298204492187500000e+04,2.640270312500000000e+04 +2.298220507812500000e+04,2.585129687500000000e+04 +2.298236328125000000e+04,2.537673437500000000e+04 +2.298252539062500000e+04,2.495596679687500000e+04 +2.298268750000000000e+04,2.473834570312500000e+04 +2.298284570312500000e+04,2.479624218750000000e+04 +2.298300781250000000e+04,2.493813867187500000e+04 +2.298316601562500000e+04,2.511546875000000000e+04 +2.298332812500000000e+04,2.535232031250000000e+04 +2.298348632812500000e+04,2.565360351562500000e+04 +2.298364843750000000e+04,2.608843359375000000e+04 +2.298380859375000000e+04,2.669834765625000000e+04 +2.298396875000000000e+04,2.752438085937500000e+04 +2.298412890625000000e+04,2.850183203125000000e+04 +2.298428906250000000e+04,2.951515234375000000e+04 +2.298444921875000000e+04,3.045147656250000000e+04 +2.298460937500000000e+04,3.138162109375000000e+04 +2.298476953125000000e+04,3.235820703125000000e+04 +2.298492968750000000e+04,3.345457812500000000e+04 +2.298508984375000000e+04,3.459194140625000000e+04 +2.298525000000000000e+04,3.563114062500000000e+04 +2.298541015625000000e+04,3.660833593750000000e+04 +2.298557031250000000e+04,3.745477343750000000e+04 +2.298573046875000000e+04,3.804625781250000000e+04 +2.298589257812500000e+04,3.846030468750000000e+04 +2.298605273437500000e+04,3.876946875000000000e+04 +2.298621289062500000e+04,3.900919140625000000e+04 +2.298637109375000000e+04,3.919613281250000000e+04 +2.298653320312500000e+04,3.935899218750000000e+04 +2.298669531250000000e+04,3.948921093750000000e+04 +2.298685351562500000e+04,3.960144921875000000e+04 +2.298701562500000000e+04,3.969735937500000000e+04 +2.298717382812500000e+04,3.977989843750000000e+04 +2.298733593750000000e+04,3.985210937500000000e+04 +2.298749414062500000e+04,3.991834765625000000e+04 +2.298765625000000000e+04,3.997571093750000000e+04 +2.298781640625000000e+04,4.002635937500000000e+04 +2.298797656250000000e+04,4.007293750000000000e+04 +2.298813671875000000e+04,4.011398437500000000e+04 +2.298829687500000000e+04,4.015218750000000000e+04 +2.298845703125000000e+04,4.018695703125000000e+04 +2.298861718750000000e+04,4.021863281250000000e+04 +2.298877734375000000e+04,4.024792187500000000e+04 +2.298893750000000000e+04,4.027439843750000000e+04 +2.298909765625000000e+04,4.029890625000000000e+04 +2.298925781250000000e+04,4.032215234375000000e+04 +2.298941992187500000e+04,4.034312500000000000e+04 +2.298957812500000000e+04,4.036271875000000000e+04 +2.298973828125000000e+04,4.038138281250000000e+04 +2.298989843750000000e+04,4.039883203125000000e+04 +2.299006054687500000e+04,4.041434375000000000e+04 +2.299022070312500000e+04,4.042938281250000000e+04 +2.299038085937500000e+04,4.044283593750000000e+04 +2.299054101562500000e+04,4.045581250000000000e+04 +2.299070312500000000e+04,4.046830468750000000e+04 +2.299086132812500000e+04,4.047962500000000000e+04 +2.299102343750000000e+04,4.049031250000000000e+04 +2.299118164062500000e+04,4.050042968750000000e+04 +2.299134375000000000e+04,4.051008593750000000e+04 +2.299150195312500000e+04,4.051941406250000000e+04 +2.299166406250000000e+04,4.052801562500000000e+04 +2.299182421875000000e+04,4.053620703125000000e+04 +2.299198437500000000e+04,4.054406250000000000e+04 +2.299214453125000000e+04,4.055141406250000000e+04 +2.299230468750000000e+04,4.055859375000000000e+04 +2.299246484375000000e+04,4.056541406250000000e+04 +2.299262500000000000e+04,4.057184375000000000e+04 +2.299278515625000000e+04,4.057838281250000000e+04 +2.299294531250000000e+04,4.058459375000000000e+04 +2.299310546875000000e+04,4.059069140625000000e+04 +2.299326757812500000e+04,4.059662500000000000e+04 +2.299342773437500000e+04,4.060229296875000000e+04 +2.299358789062500000e+04,4.060771875000000000e+04 +2.299374804687500000e+04,4.061298046875000000e+04 +2.299390820312500000e+04,4.061823828125000000e+04 +2.299406835937500000e+04,4.062312500000000000e+04 +2.299422851562500000e+04,4.062786718750000000e+04 +2.299438867187500000e+04,4.063250781250000000e+04 +2.299454882812500000e+04,4.063689062500000000e+04 +2.299471093750000000e+04,4.064115625000000000e+04 +2.299486914062500000e+04,4.064529296875000000e+04 +2.299503125000000000e+04,4.064914843750000000e+04 +2.299518945312500000e+04,4.065280859375000000e+04 +2.299535156250000000e+04,4.065636718750000000e+04 +2.299550976562500000e+04,4.065952734375000000e+04 +2.299567187500000000e+04,4.066259375000000000e+04 +2.299583203125000000e+04,4.066544140625000000e+04 +2.299599218750000000e+04,4.066815234375000000e+04 +2.299615234375000000e+04,4.067081640625000000e+04 +2.299631250000000000e+04,4.067337500000000000e+04 +2.299647460937500000e+04,4.067585156250000000e+04 +2.299663281250000000e+04,4.067820703125000000e+04 +2.299679492187500000e+04,4.068054687500000000e+04 +2.299695312500000000e+04,4.068274609375000000e+04 +2.299711523437500000e+04,4.068488281250000000e+04 +2.299727539062500000e+04,4.068701562500000000e+04 +2.299743554687500000e+04,4.068901953125000000e+04 +2.299759570312500000e+04,4.069094921875000000e+04 +2.299775585937500000e+04,4.069281250000000000e+04 +2.299791601562500000e+04,4.069444921875000000e+04 +2.299807617187500000e+04,4.069580468750000000e+04 +2.299823632812500000e+04,4.069698828125000000e+04 +2.299839648437500000e+04,4.069807812500000000e+04 +2.299855664062500000e+04,4.069909375000000000e+04 +2.299871875000000000e+04,4.070005078125000000e+04 +2.299887695312500000e+04,4.070098437500000000e+04 +2.299903906250000000e+04,4.070183593750000000e+04 +2.299919726562500000e+04,4.070250000000000000e+04 +2.299935937500000000e+04,4.070278515625000000e+04 +2.299951757812500000e+04,4.070286718750000000e+04 +2.299967968750000000e+04,4.070288671875000000e+04 +2.299983984375000000e+04,4.070289062500000000e+04 +2.300000000000000000e+04,4.070289062500000000e+04 From dc73284ad18ef384963bac68c589098dafe5aa7a Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Mon, 14 Mar 2022 18:43:41 +0900 Subject: [PATCH 27/73] test tested --- tests/jaxopt/optimize_spectrum_JAXopt_test.py | 21 +++++++++++-------- 1 file changed, 12 insertions(+), 9 deletions(-) diff --git a/tests/jaxopt/optimize_spectrum_JAXopt_test.py b/tests/jaxopt/optimize_spectrum_JAXopt_test.py index cd471ee6..dfea90f1 100644 --- a/tests/jaxopt/optimize_spectrum_JAXopt_test.py +++ b/tests/jaxopt/optimize_spectrum_JAXopt_test.py @@ -1,8 +1,8 @@ import pandas as pd +import pkgutil +from io import BytesIO import numpy as np import matplotlib.pyplot as plt -import jax.numpy as jnp - from exojax.spec.lpf import xsmatrix from exojax.spec.exomol import gamma_exomol from exojax.spec.hitran import SijT, doppler_sigma, gamma_natural, gamma_hitran @@ -19,9 +19,10 @@ import jax.numpy as jnp from jax import vmap, jit -def jaxopt_spectrum_test(): - - dat=pd.read_csv("spectrum.txt",delimiter=",",names=("wav","flux")) +def test_jaxopt_spectrum(): + np.random.seed(1) + specdata = pkgutil.get_data('exojax', 'data/testdata/spectrum.txt') + dat=pd.read_csv(BytesIO(specdata),delimiter=",",names=("wav","flux")) wavd=dat["wav"].values flux=dat["flux"].values nusd=jnp.array(1.e8/wavd[::-1]) @@ -98,8 +99,10 @@ def objective(params): gd = jaxopt.GradientDescent(fun=objective, maxiter=1000,stepsize=1.e-4) res = gd.run(init_params=initpar) params, state = res - - print(np.sum(params*boost)) - + model=model_c(params,boost,nusd) + resid=np.sqrt(np.sum((nflux-model)**2)/len(nflux)) + + assert resid < 0.05 + if __name__=="__main__": - jaxopt_spectrum_test() + test_jaxopt_spectrum() From 54b9eab59af34a14c604b3250036b12b16f491fd Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Tue, 15 Mar 2022 14:50:12 +0900 Subject: [PATCH 28/73] ADAM --- .../tutorial/optimize_spectrum_JAXopt.ipynb | 207 +++++++++++------- 1 file changed, 128 insertions(+), 79 deletions(-) diff --git a/examples/tutorial/optimize_spectrum_JAXopt.ipynb b/examples/tutorial/optimize_spectrum_JAXopt.ipynb index 10a122f0..4f078dcf 100644 --- a/examples/tutorial/optimize_spectrum_JAXopt.ipynb +++ b/examples/tutorial/optimize_spectrum_JAXopt.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Fitting a spectrum model using Gradient Descent in JAXopt" + "# Fitting a spectrum model using Gradient Descent based optimizations in JAXopt" ] }, { @@ -50,7 +50,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 3, @@ -59,7 +59,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -182,7 +182,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 7, @@ -265,12 +265,12 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 110, "metadata": {}, "outputs": [], "source": [ "def model_c(params,boost,nu1):\n", - " Rp,RV,MMR_CO,T0,alpha,vsini=params*boost\n", + " Rp,RV,MMR_CO,T0,alpha,vsini,RV=params*boost\n", " g=2478.57730044555*Mp/Rp**2 #gravity \n", " u1=0.0\n", " u2=0.0\n", @@ -336,13 +336,13 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 111, "metadata": {}, "outputs": [], "source": [ - "#Rp,RV,MMR_CO,T0,alpha,vsini\n", - "boost=np.array([1.0,10.0,0.1,1000.0,1.e-3,10.0])\n", - "initpar=np.array([0.8,9.0,0.1,1200.0,0.1,17.0])/boost" + "#Rp,RV,MMR_CO,T0,alpha,vsini, RV\n", + "boost=np.array([1.0,10.0,0.1,1000.0,1.e-3,10.0,10.0])\n", + "initpar=np.array([0.8,9.0,0.1,1200.0,0.1,17.0,0.0])/boost" ] }, { @@ -354,7 +354,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 112, "metadata": {}, "outputs": [], "source": [ @@ -373,7 +373,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 113, "metadata": {}, "outputs": [], "source": [ @@ -391,17 +391,17 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 114, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "DeviceArray([7.4454439e-01, 1.0113935e+01, 6.6364571e-03, 1.2761028e+03,\n", - " 9.9855691e-02, 2.0668566e+01], dtype=float32)" + "DeviceArray([1.2338543e+00, 9.0000000e+00, 4.9583600e-03, 1.3364286e+03,\n", + " 9.9846944e-02, 1.9616049e+01, 1.0154862e+01], dtype=float32)" ] }, - "execution_count": 17, + "execution_count": 114, "metadata": {}, "output_type": "execute_result" } @@ -419,12 +419,12 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 115, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABIoAAAGFCAYAAACSfxiHAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzddVgc19cH8O8s7hAsQMISdyfuaVNNk/7q7u72liZNs0vSNk3d3dvUUktL3N2IEyGQ4O4Oy+7e9w8YuizrO7szu5zP8/CQDCN3fObMufdyjDEQQgghhBBCCCGEECITuwCEEEIIIYQQQgghRBooUEQIIYQQQgghhBBCAFCgiBBCCCGEEEIIIYS0o0ARIYQQQgghhBBCCAFAgSJCCCGEEEIIIYQQ0o4CRYQQQgghhBBCCCEEAOApdgHMiYiIYAkJCWIXgxBCCCGEEEIIIcRtHD58uJwxFqk/XPKBooSEBKSmpopdDEIIIYQQQgghhBC3wXFcjqHhVPWMEEIIIYQQQgghhACgQBEhhBBCCCGEEEIIaUeBIkIIIYQQQgghhBACgAJFhBBCCCGEEEIIIaQdBYoIIYQQQgghhBBCCAAKFBFCCCGEEEIIIYSQdhQoIoQQQgghhBBCCCEAKFBECCGEEEIIIYQQQtpRoIgQQgghhBBCCCGEAKBAETFBqVSKXQRCCCGEEEIIIYQ4EQWKiFHJycliF4EQQgghhBBCCCFORIEiCaJMHkIIIYQQQgghhIiBAkUSJGYmj1KpBMdx4DgOADr+TcErQgghhBBCCCHE/XGMMbHLYFJiYiJLTU0VuxhOxXEcpLBfpFIOQgghhBBCCCGECIvjuMOMsUT94ZRRJBGUyUMIIYQQQgghhBCxeYpdANJGqVR2BIWkksmjUCjELgIhhBBCCCGEEEKciDKKiFFCZzNRdhQhhBBCCCGEECJtFCiSIHfN5BGzkW5CCCGEEEIIIYSYR4EiCaLMG0IIIYQQQgghhIiBAkVO0l2DP9RId1fded0JIYQQQgghhEgbJ4VGk01JTExkqampYhfDblJpoFpMtA3a0HYghBBCCCGEECI2juMOM8YS9YdTRhEhhBBCCCGEEEIIAUCBIoeSarUrsZZvqpFusbeJUIythzOPBXfZloQQQgghhBBCnI+qnjmJlKobSaksPHvLpFQq7QqQ2Ds9z5L1cPT2l+L+JYQQQgghhBAiLVT1zA24Y6aIUOuUnJwsyvTuuE/0dYd1JIQQQgghhBDShgJFTmKq2pU5/Iu6PcEQKVaDUyqVSE5OllSZrJWcnGz1trXnWDCEz4Zy1P61NwhHCCGEEEIIIcR1UNUzF8BXJRKqSpH+fISqdmVPWWxZNz7QpE+hUFi0PvZOD3TdlkLvK2vKoBswEnLZVJWNEEIIIYQQQtwPVT1zUXzAwpFZN87OGDGU/cIPt3Y+jLGOIAb/b0uDRLZOL8XsLEDY/SjVdSSEEEIIIYQQ4lgUKJIo/kVd/+VfoVBYHAwxRuiqT/r4spnqAQxApwCNNVk8QrC3Gp+hABPPWT2bGQu2CbF/7QnCEUIIIYQQImX0TEuIaVT1TML0qxIJWQVIiGpXxlhSXqHXydrqc0JVvzNWfmdV13LkfuRR1TNCCCGEEOJO6PmWkDZU9cwFGcomsoapQIG91bZsIVSVM0vKZGiepqpT2VoGR2dnmWMoO0vozB+x15EQQghxRZSxQAghxFVRRpGE6TdSbOv0Qi/H0HyNZbbw9DNcHB3FNzd/Ry+f35b2BKGsXRZ9GSGEEEKkg+7LhEiLMzLxCXE1xjKKKFAkMUJcwKwNHFg7vqVBGEuqnjmK2IEiZy8HsLz6nDOCV4QQQkh3R4EiQqSLzk/x0LuItFDVMxdhbyPCfKDJmgaVLQ0uCNkLliOqM1lTRn757nSRsnRdnN3LHSGEENJdCP28RAgh7obeRVwDZRSJxJJIqq2RbksbiuaXb20GkyXzdXa1K31CZUfZWiYpp7XSFxRCCCHE8eh+S4h0UVaLeOjaKC2UUSQxhgIJ+hcra7JubGkoOjk52e4MJmNlMbdsoVgakXZmmRyxTYUok1BfOOmmSgghhBBCXBk9zzoXZVu6HsooEomhSKpQ0VVLG6fWX561bRpJgbEy65dRN8tKoVA4LePHln0q9PY1ti1sRV8BCCGEEPOk9LxECCFSQe8S0kIZRRLg7EiqofmaKoOlGUxiP/RYsh3NtcnkrIwfW9piErreLtUDJoQQQpxP7Ocl0j3RcUcIEQIFipzIUICCz24RMnhkKjhhKkjiKjcWSwM9xqrjOSJAZ2xeUtymtgQEKV2UEEIIIUT66AMhkTpHdGpEhEdVz5ygVaNFi1oLD44DxwEeMg7enh7QarUdL96A89Pw3CHtz9pGq/XHtzVAJnR1LqXADWALMT9j6+QOxw0hhBBCiDui5zRCiDWMVT2jQJETrDtZhIdXHuk0rHr3SoROu7UtcMRxkHEcMl69AkNeWtcpoCTjOMhkHGTt43Ec1z4c7cM5k+O3/R9t48nap+fa/n909RcYf80DOsO7zpeflp/eU8bBw6P9t0zW/puDl0fn//83XNbp/57t43np/9+Dg4+nDF4eMni3//bykHUM85D91zi3fqaLJYEPS3uCs5St7TvZMm+erUEtS9ussrQc9ABCCCGEECIdQn9wJIR0HxQoEtGFsnpsPlMCLQM02rZqUhotoGWs40ejBTb9+AFm3/wotAw6w1nb/7Xt/2cMrH0+HdNr0T5cZ3yj06PzeMbm2/533fmqtW3D1dr//u8sfDAq/eUrMG7ZRpRs+wF9L7sb3h7/BZe8O4JMXEewycfTA75eMuxd9SmuvPMJbP3pQ1xz39Pw8fKAr6cMft4e8PX0gK9X23htv//7t5+XB/y9PTplfgFwaKPYQgdorAmSWfKg4UrVFAkhhBBCuhP6oEcIsQYFiojgdANIGi3DsqXJeH7RS1BrtVBrdP+mhVrLdIZ1/rtaq4VKzdCq0UKl1rb9bv+3SqNFq5pBpdGgVcPw4pVDsfDPE1h+zUg88fORjvFb2n+3ath/81C3DW9u1aCpVYPmVg1siW3JOCDA2xNVu1eiYOsPXf4+48aHsfPXT/Dh1gwE+XoixM8LYf7eCPP3Rqi/F8ICvBFgINhkjLFAjK3V5vjxrH1woAcNQgghhBBx2JtJToij0cdj90CBIjcmlZPUUTcmodJpGWNo1TA0q9uCRs0q7X//btV2BJOaWzVoaW37W6NKg4YWNepb1KhvVuPNG0bj9q8O4Id7J+KSt3egvkWNBpUaxxWXQp6UYnTZ3h4yhPh7IczfC6H+3ujh743IIB9EB/sgKtgXUUE+WPX5O1i2NBlh/l4dQSVT656cnCxIhpAx5vanVI47QgghhBB3Y+1zNf9cRs9nxFnoXcE92BUo4jiuF4AkAIkARgHwA9CHMZZtwbSy9mkfBNATQDqApYyxPywpOAWKzJPKlwNHl0MK1aKMVeNSKBRYuHgJ6prVqGlSoaqxFVUNKlQ3tqKqse3/1Y26/1ehtK4F1Y2tHfPIWTEP8qQUeHvIEBnkg7gwP8T38Ie8hz/iw/1x9ZheKK9rRo8A745ex4TIEDK2zcxtS6kcd4QQQog7oJcqoosywYnUmTvm6Jh0DfYGimYB+BXAYQAeAC6B5YGiVwA8B+DF9ulvAnA/gHmMsbXmpne3QJEjHgLEPAmd3XieufZ2HLEtHLmOza0alNW1oLSuGYkJ4fh69wWU1rWgpKYZ+VVNyKlsQEltC4C2QFLI1JtRs+fnLvN54cXFWP7yMpPLclTbR4QQQgixH91XiSMzwQkRgjXHKB2TrsFYoAisvbFiUz8AZDr/vg8AA5BgwXRRAFoAJOsN3wLghCXLHjduHHMnbZvcfgqFgrXvh04/CoVCkPnbQoh1M1d+/u/GliXU9jVG6Plbsh+bVGqWUVLLbn/kWfbVrgvshT9OsGs+3sMAMHlSSsfPjNe3sqd/Ocq+35fNThXUMLVG22VZ9q6TFI87QgghxB04+hmGuBZLjgd6LrMcbRPhGTpG6Zh0PQBSmYE4jNVtFHEcdx+AL2BBRhHHcbcD+B7AQMZYhs7wuwF8DaAvYyzL1DzcLaPIEZFVqURrhSiHpfPQzcxyZlaTI7e1LSnGeZUNOFdShzNFdTiRX43DOdUor2/LQArx88K0ARGYOSASMwZGomeIb8e0QmwzqRx3hBBCiKuibs2JMVT1TFi0fYRHVc/cg7GMIpmDlzsMbRlFmXrDT7X/Hurg5UsC3+MU30Ax/29bHwB0AyRSolAonLYs3XVXKpW62Wod/3bE9rF1HR1Vll5h/pgzOBqPzu6Pz25PxKEXL8Ku52fj3RtH45Kh0TiUVYnn/ziBScu34Mr3d+HTHedRUN1k0zaT2vFGCCGEuDpnPsMQ1+LM5+ruhM4t46zdNnSMujdHZxR9DmA+Y6yn3vD+ADIA3MEY69LfOMdxDwB4AADi4+PH5eTkWFVGKRMy64b/7eqNHwr5NU2qkWtLyuWI/cgYQ3pJHbanl2F9WjGO5VUDABLlYfjf2Dj8b0wcAny8LNpm+uvg6scdIcS10DWHuDupPsMQ10DXyK6seceg7Sf8NYi2qWuwqzFrvRk5PFCki6qeGZ+HOz5Q2LtOUr0gSWVf5VQ04N/jhfjneCEO/vEZ5HPvQlTGP/jts7cRFuBtclqprAMhpHuiaxBxd1J9hiHSQseJbcToEMfVCLUN6Bh1LWJVPasCEMrxda7+06P9d6WDly859lRd0q++xv82V41NqBPV3qpyziCli5JQVQ6FXCd5eAAemzMAG56agZo9P2Ny33Bk9r4c01/fhnc2nUOTStNl2UJWmySEEEKIYXRvJZbQz5Ch48Y8fhvR82xXjnjWN5TFRVyPozOK7gDwHYABjLFMneF3AfgG3bAxayFYm1EkVHTYGd2oG4tAu3pk2tQ2MLdujvrCwc83vbgO724+h3VpxYgN8cWSq4bisuExTisHIYQYI2TVZEIIcQf6z2P0fGYZ/nlbd3vRPaYzsd8ZiTjEyihaD6AVwK16w28DkGYuSES6H2MXZXeOTDtz3Qx9NRgcE4zozH/x24OTEeLvjYd+PILnVh1HfYvaaeUihBBDqKFf4o7EzCwmrokyvO1n7EM03WMsZ64Gi7ljlLara7E4UMRx3HUcx10HYFz7oMvbh83UGUfNcdxX/P8ZY6UA3gawkOO4ZziOm8Vx3CcA5gBYKMwqdD989TVT1diErPZky3zohtaZtVUOHbX9TN0QJ/TpgX8fm4pBBevx55F8XPXBbpwvqze7Dt11nxJCCCG2sPYDkTt/LCOW0X9+45/J+GOjuz9nW4N66jJOf9voH0+mrkWWBN3oWuZaLK56xnGcsRF3MMZm6YzzHWPsLp3pPNAWFLofQE8A6QCWMsZ+t2S5VPXMfmKnEdo6nTung1qzbo6uemZo+P7z5Xhk5RGotQyf3T4Ok/qGWz0fQggRkqtXQSaEZ+190x3vs3Q+246qnjkGHZNd2XqsUYPhrsXuqmeMMc7Izyy9ce7Sm07DGHuZMSZnjPkwxkZaGiTqLoS6KLnbxc2d00GlsG6mvqhM7BuOvx+disggH9zx1UHsySx3WrkIIcQQd7j2k+7L2kxhd8/MpswC21FGjHUsPWfc5dwSmi3XIt1j1N2vZe7M6sasna07ZBQ5OuNHqAi5rfMRYvnuHIE2t27O+MJhLMMpadFiHI2Yi7yqRvx0/ySM7h1qcnx3yPYihBBCHIkyitxzncRCmTCmtwEda9Yx9YyfnJxs17akfSFNxjKKKFAkAWJXDXMF7nwTlMq68eXQP45Ka5tx3af7UNfcipQnpiMu1K/TdO583BFCCCFC666BIvrIRBzF1DniLuePGISu5kj7QprE6vWMGCFUGl53Sedzt/XRZcs+dwRjaeBRwb747p4JaNUwPPnzUag1WocsnxBCiPsyVcWqu7G26pC7VDWSQrV70j10l/cjZ7P3WmTr9LTfxEEZRRJAGUXEGo5u3NpYhtPqYwV48pdjeGJOfzxzyaCO4VLJiCKEECJd1Lgp0UX73XL0nGWYpRlqdKzZTirHHu1Dx6KMIiKJE91SYpdV7OU7qwyGvrgkJycbXPaC0XG4flwvfLAtE6cKa5xaTkIIcUd0/STdlbtkSTmDkA1/u9M1h18XylBzHNqW3RsFiiRAqJulufkI3cOEIy8eYveGIfby9cvgqBRaa9PAF88bihA/L7y27qxdyyWEEHu5wwOsFO41jqLb7p3+vWvWrFlULaSbo30tDne+5hhj73sWHavioOqD4qOqZ92I0Gl7jkwDFDvFUOzlmyqDo6uemfPlrgt4ec0Z/HDvBEwfECl4OQghxBLmqsu6AincaxzF0kZQ9Ycb25+uvJ+JcbRfDXNUw9/ucM1xdqPolm4zdz6WTa1bWV0LThXW4EJZA2qaWgEAof5eGBAVhGGxwQgL8LZ7+e5w3EoZ9XrWTTnyYir0SevsC7/Ulm9pGRx1sbT0Btei1uCit3Yg2NcLKY9Pg0zGCV4WQggxh78WutoDpBTuNc5ga6CI2jLqXmi/mmfvNnLna44zjh9Ll+HOx7L+ui1+aQkGXnEPVh8rxJHcKhhbbRkHTOobjqtHx+HqMXHw9rStMpM7b1spoEAREeQkc9bNRuwLgtjLN1UGKXyx+ONwPp5ddZyyigghTuVuLzxSuNcIydT+4f9uaBrd4e4cKJLC/Vtq3GG/OpqQ28jdtrc1z8pNKg22pZfiRH4NzpXUoblVAwCQh/tjcM9gzB4Uhfhw/47pzN1rLL12uQN+3Rhj+PlgHm6dJIc8KQVDY4Jx2fCemNQ3HH0jAxDenj1UXq9CRkkd9l2owJqTRbhQ1oC4UD88PXcgrh0b11GdzFJ07XQsChQRqnrmQsuXShmMaW7VYMIrmzFrUBTev3mM2MUhhBjhrg9X7hIwsrTalSuy5h5mbH/OnDkTO3bs6DLc1fYzT8r3dWdyl/PXWXSvCxotQ3pxHbLKG1DZ0IIQf2/EhPhidO9QeHmYz9Zwt2PQ2DVTdz1Lapvx4dZM/H20AHUtanh5cOgXGYggX09otAwXyhtQ3dhWZSpRHoY/HpkKrVYLmUxmMmuV4zgoFAq3PZaNnachU29GzZ6fsTezHJP7hXeMa2x9GWPYfq4M7246h+P5Nbh4SDReu3YEIgJ9HFl8YgUKFBHBH0AdebMR+2FZ7OVLpQymvPR3Gn5LzcPBFy9GiJ+XwXGkvg6EuDt3eynQ5apVz3S58xdpW9fFnTOK3GEdhEbbxDKldc34bm82/jxSgKKa5i5/D/b1xNyhPfHo7H7oGxlodD7d5bmM4zhoNFp8ty8bb208B5Vai3kjY3B9Ym+Mk4d1qgLFGEN+VRP+OV6I31LzsPP5Objli3346f7JZgNFllSbdQccxyFuzu0o2PpDl7/xwTJz667VMnyzNxsr1p9FmL8XvrtnAgb3DHZUkYkVjAWKOtLIpPozbtw4RpxLoVCY/L+54aR7OJ5XxeRJKeyHfdlGx2m7xBBCxOLO5yB/D3KndXSndbH1GcHYNnDVbaNQKBiALj/0DNUGAPv3eAGbcM0DbPYb29io5A1s5utb2V1fH2B/Hslj9c2tYhdRVFqtlv12KJeNVG5goVNvZnd9fYD9cTiPncyvZiU1TexccS1bd7KQPf3rUTb0pXWs38I1TLE6jTW2qMUuutMZO9dGzr+PZZXV2zSt/vlq6nx21WuUIbrXp9OFNQwAG7dsIzuZX80Y63o9tmbdTxXUsImvbGYjFOvZoawKQcpL7AMglRmIw4geCDL3Q4Ei57Pn5Cfdh1arZZe8vYPN/3C30XHo2CHE+brbi6mrr1d321/muPPHKf6eqNVqWXldM1u0+CWRSySuXefKWN9L7mLypBQGgN3/3SG2+K+T7LGfjrCpr21h8qQUNmbpRrb2RKHYRRVFS6uGPfHzESZPSmHXf7LX7DNVaW0zW/TnCZbwQgqb9/4uVlTd5KSSSktVQwsDwBJeSGFf7DzPtFqtVdMDYLkVDQwA67twDfs9Nc/oeLrc4RrF49ctu7yejVm6kcXNuZ1lltZ1+rs99668ygY2+41tbMhL61haQbWjVoNYyFigiKqekS6klErZXVJkXdWXuy7g5TVnsPXZmR2pztT2ACHS4c6p8O6Ev9fR/nJvHMfhps/24UhuFVrUWuSsmIdrPt4Dbepv+P2Ld+DRjXoR/XZPFpamnIY8PABPzx2IBaPjOh37Wi3DoexKvLzmDE4W1OC6cb2w/JoRFrXD4w4aVWo89OMR7DxXhucuGYhHZvWHh4fMouvDljMleOLnowj09cQvD0xGn4gAJ5RYGlrUGtz+1UGsemgKNqQV4ZJhPa2eh2615lu+2If9Fyrx1Z2JmDUoyuB47ojjOFQ3qHDNJ3tQ0aDCX49M7XQcCVFturS2GQs+2gMAWP3oVEQF+wpSdmI9Y1XPusfVlpjFP6DyrdDz/9b/v7Nf9A0FHByJAhnWuWx42w1469nSjmFKpfK/lEX8l7VI25YQQgwzdq9zx+umO66TOYsWL8F93x1CyNSbcaG8HrdPkkNx1VAAbS+2f3/9Hq75eA/Si+tELqlzvL7+LJT/nkbo2dXY/n+zsWB0HIDOz5oyGYeJfcPx5yNT8Njs/vj9cD6e/e04NFr3fDHXpdUyPP7TUezOKENixWY8ftFAeLQHyCx5Hr9oSDR+f3gKWjUMd39zEEmLXnJSycXFGMPCP07iYFYlbnzwaZuCRMB/vTQqFAp8dnsiBkUH4ZGVR5BWUGNwPHeh/y4YGuCNrc/NRmLF5i7BRiGu41HBvvjyzkTUNLXi/u9T0arR2j1PIizKKCJdSCmjyNnLdqevA87Kxpr79g5EB/vix/smdvmbO21PQlwRZWW6Bv5a6c6NWwPA+bJ69I8KwqI/T6BHgDfmDI7CqF6hkLlxJk1NUytC/b3R54UUPH/ZYORv/g6vvLysy3g9Z92GiBm34af7J2FErxARSuocfxzOx7OrjuPmCfF4+erhHVlU5o71T7afx4r1Z3FjYm+8du2ILt1ru9O17uPtmXh9fTqS5w/DnVMSOoZbez1Iza7ELV8eQMYrV6C5VQ0fTw8HlFY6Vh7IwYt/peHpiwfiyYsHCDbf0tpmXP3RHvh4eWDNE9Pg7+0p2LyliuM4yJNS8Mr/huPWiXKz49tz/q09WYRHVh7B85cNwiOz+ts0D2IfyigiDiP0jdlYdpO7PAA4i7OysWYPjsLBrEo0tKi7/M3dvrYQ4mrouildhu51ycnJJveZK+5PpVIJrZbhi50XcOk7OwEA/xwvxMvLluJ/H+/F/z7eg7zKRpFL6RgqtRZ3fHUAAPDxrWPx0Mx+eHnZUjDGutwfi7f/iLSll2Hu7Y+5bWbR8bxqLPzrJKb0C8eyBcOsqmr38Kx+eHR2P/yamoc/jxR0+buzM9Ad5cCFCry5IR1XjozBHZPNv6CbkpjQA29ePwoA8NHWTCGKJ1lFNU1YvvYspvQLxxMXCRtsiAr2xds3jkZ2RQNeWXNG0HlLUVFNEwBgav9w3DIh3qJpzN2bTP39ihExuHRYNN7bnIGcigZLi0mcgAJFpAv9hxdzL/tC35ydXXXJksCUKz6cO8usgZFQabTYe76iy99ouxFCiGHG7nUAjN6TXPFlODk5GROuexAPzOyH88uvBACkJV+G6t0/IbFiMy6UN+DK93fhrsf/T+SSCkupVMLHywP/PD4dAHD5iNhOzxb8b939n1PeAPncO3H3NwdR19wqRrEdRqXW4slfjiIy0Acf3jIWnnptDVnyYemZuYMwIaEHFP+ccsvgYqtGi0V/nUTvHv5Yce3ILllT1nx8459t+Wp9z1462G0/ujLGsPivNKi1Wrx2TdftJoRJfcPxwPS+WHkgF9t0mltwRy/9fQrh02/B8v8Jty3N3buS5w+Hl4cMi/9Oc6ssWldHVc+I3RyZGi+Vqmeukv4vRkPSKrUWY5ZuxNVj4vDK/0Y4ZBmEEOKutFoGDw8ZaptUCPTx7PRgLqWq4LbiqzAkXTYYD83sC5lM1tFQLGMMuRWNePDHw1j/1AycK67FgOggsYssiLSCGlz90R7MHxWLd24aY3C/GWrE/EhuFa79ZC9unRiPl692n3sq3/nFd/dMwMyBkTbPJ6+yEZe/twtDY4MxpHA9li5d2mUcV+0843/3PYWjEXPx+e3jbG5fxxCO4zBu2SZEB/vg70enul2D4JtOl+D+71Ox+MohuG96X4ctp0WtwZXv74ZGy7Dx6Rlutx2BtuqK1326T/BqYJbcu77e3dbA/Y/3TsTmlR+65DnsqqjqGRGUs6qHUdUl64jRkLS3pwxT+0dge3qZy73AEEKImA7nVGLOW9sRMvVmjFBuxMVv7+jytdoVq2PrlzlnxTw8Mrs/Zs+eDQCd1kUeEYBhxRsAAA/9eBj1BqoxuxqtluH539vaYVJcNczoePw+1H3WGRsfhrun9MGP+3Ox/0KFwfFdTXWjCh9szcSMgZF2BYkAoHcPf7x45RAczKrE5OsfdpvOM+qaW/H3V+9hQp8emDs0WvD5L1swDKcKa/HLoTzB5y0mxhje3XwO8nB/3KXTnpMj+Hh6IOmywcgqb8Dvh/MduiyxvLclAxGB3rh7Sh+752XtvevWSfGICfHFu5vPuWT2rDuiQBGxibMCEs6+2es+rDn64dwVH2SMmT04CgXVTcgorRe7KIQQF6dfNcedrpW6Ptl+Htd/ug9qLcPyl5ch6bLBYAy4+9tDePa34x3t2IjxAcBeSqUSrWoNZry+FQBQ06QCYwzbt2+HQqHoWBf+nvvWa68AALY+NxtBvl6SXjdLbDlbitNFtVh0xRCE+HuZ/eilv77PXToQ8T388eJfJzv18uWqL08fbM1EXXMrXrxiiCDzu35cL/SNDMDbm9Ldphe0z3deAAAsvnKIYNV9dAORlw3vibHxofhkWyZa1BpB5i8F29JLcaqwFo/O7t+lOqOlrLneXDwkCn4n/8B7mzPQ3Oo+2xEADudUYVdGOR6Y0Rd+3vY3fG7NvUupVMLH0wM9z/+L1Jwqu5dNBMLvNKn+jBs3jhFpazuMpEmhUAgyvSPW0dHbzd51t0Z+VSOTJ6Wwr3ZdcNoyCXEFzjwP3QV/bdT/7U4O51QyeVIKe/jHVFbbpOoY3tKqYa+tO8PkSSns0+2ZHcMdeS9ylH+OFTB5UorRMusPB8CWr21b91MFNS597gy54h42ZfkW1qrW2DyPf4+3bb81Jwo7hrnS/udVN6rYoMVr2TO/HrNrPvrHA398/X003+DfXYVCoWAAuvwIsT76x8v29FImT0phP+7PtnveUqDVatmCD3ezqa9tYSo7zjVrzysATJ6Uwr7Yed7mZUrR7V8dYGOXbmQNLa2Cz9vcNuaPeUedC8Q0AKnMQByGMoqI3aRcPczer2+u+vUOcO5X+LhQP/SJCMCezHKnLZMQVyD1a4irZ264IrVGi8V/paFnsC/euG4Ugny9Ov7m7SnD85cOwpUjYrBi/Vnszmi7pvLHEX+/dYX99tXuLCSE+2PJkiUG/27o2eHhmf0Q7OuJtzamS/7cMSY1uxJn1n6N+6f3sTnDAQAuHx6DhHB/PPX8iy5X9VDX30cL0NyqtbtakP7xcOWIGAzuGYR3Np2DRivtDDtTlEolVqXmQZ6UAsCxGYMzBkRgdO9QfLztPFRqreDzdwbd7bL3fAWO5VXj4Vn9nN5e0KS+PfDNnmyXzWjTP76e+L9F2HmuDPdM6wN/b0/Bl2fJuyJfpu/2ZgEAjuRUSj571t1RoIjYrTucwEIFw1yxrQlLTe0fjv0XKtCqcc2HD0K6I6m8jBu6Nur/5jgOjzz7AjJdvIrrD/tzcLqoFkuuGooAn64P5BzH4fXrRqJfZCBe+PME1DrXVP5eIZX9pkv3PnY4pwrH8qpx99Q+Rsuqf99TKBQI8ffCgzP7YYsL9yr06Y62KkQ3jO9t13w8ZBwenNkPqlHXYue5UpeqeshjjOGnA7kYEReCEb1CBJ23TMbhsTn9kV3RiN0u/pHqxZeWoH9UoCDzMvWcyXEcnrx4AAqqm7DmZKEgy3M23evJzwdzEervhevG9bJ6PtY+j+uP/+uDU7B34UW420V7a9S/Ln/w5nJ4yDhcn2j9trSEsepmhu77d7a3j/T4c4scUhZiOQoUEbdjbzDG0PTJycmCPJS5YlsTlprWPwINKg2O5VWLXRRCHM7UOevOAWFHMXRt1P39y8EcTH1tC9Z6Tcfcd3Yg+d9TaHDBRo9Vai3e25KB6QMicPlw470aBfh4ouf5f7HnhYvg5dnWVoTUjyPdF4+vd2ch2NfTqhc4ZXsPYI/NGYCcFfMASH+ddfHn/Vd3jQcABPh42V32a8bGISrIB5/uOC9QKZ3rSG4V0kvqcOvEeIun0d1e5q6lc4dGI9TfC6tSXbeB5uN51Ti37hvcPkkuSMaguefMmQMi0SvMD38eKbC36KKqaWzFxtMluHp0HHw8rW9Px9rncf3xVWoNxr+8CR6JN9i8DlLBf4yYPSgKUUG+Tluuqfv+lOsfROXgBW7RuYFLM1QfTUo/1EYRsQfsrM9v7/RizVsM1Q0q1ueFFPb2xnSxi0KIw1l6/krxPJd6OwD8NtP93eeFFHb1R7vZLwdz2OK/TjJ5Ugq7/N2ddrVLIYYtZ4qZPCmF3fHos2bH1Wi07OK3trNL39nhEu038PurulHF+i1cw5b+e8rmeb29MZ0BYEXVTUIVzyl+OZhjsl0maykUCvbupnNMnpTCiqqbJLOvLfX0r0fZsCXrWX2z5W2eGNt2+tcF3pK/T7IBL65l1Q0qQ5NJ3vOrjjMAndoqE+r4MTaftzams4QXUlhhdaMgy3E0Y9e+kKk3s5P51XbP39rtzY/Pb8ec8ga7y+AMxrajFO4p+uc3347fzwdynF6W7gjURhEh0iLltp1sEeLvhRG9QqmdIkIkTuqZjfy1UaFQoL5FjfiL70BsqB++v2cCbhwfj2VXD8cHN4/B6aJafL8vR+TSWuff40UI8fPC9x+9ZXZcmYzDQzP74WxxHQBp7jdDGR+h/t4o3/kjLh1mPGPKnKvHxAEA/jnuWlkPm06XIC7UT7D5JScn48qRMQCADaeKJXOOWqJVo8WGtGJcOSLGYBVLoZTt+BEqtdbljhX+3Hn9+lEAgGA/b6sz0MyNa+w585oxcWAM+Ouoa2wzQ9e+BR/uxqTrHsKw2GC752/t8zg//s0TekPGcVh50DXuQ8buIQ98fwhAW5aUWPcU3fs+AIzpHYqB0YH4+ZDrZgu6AwoUEbdmbzDGkcEcV3rgs9S0/uE4mleNuuZWsYtCiOBsqVLmbgFhZ+C3p1KpxPK1Z+CReAPevmF0p0af542MwcyBkXh30zmU1jWLVFLrNLdqsOl0CS4dFm3xNPNHxyI2xBfDr7rXgSWznaEXj/9bdQy9L74TY+NDbZ5vn4gADLz8bvx91HXaUWlUqbEroxxzh0YLet73jwrEwOhArDlZJNg8neFobjUaVBrMHhxpdlxz11b+t6G/f/LOCgzuGYRVh/Mdsh6OolQqcTinsqMRa/6Y4atwWnJ/MddWmbFpEyICkCgPwx+H8zvOXVeSWVqPY3nVuG5cr45jwh7WPo/z48eE+GHGgAisPVnUaTu60vN9TVMrtpxpaxNOiAbBbd2Whs71G8fH43heNc6XuXa7hK6MAkXErdl7sXali70UTO0XAY2W4VB2pdhFIURwtmR0iHUNsXS5Ugpk6Ze5oUWNP47k4/pxvTGhT49Of+M4DoqrhqJZrcGKdelOLKXt7nsyCaeWXoY3rh8NwLIXQS8PGf43Ng6Nw69BTdN/AXgp7TddjDFsTy/DjAGRdvX4BQAvvPgSThfV4vHnFgpUOsfaea4cLWotLhkabXcbM/pBk03PzMLGHz5wmaAoAOzOKIOMAyb3izA7rrlrq7m/XzeuF07k1yCnosEh6+Io286WwkPWtp+dnTF47bheOF/WgIefcY3zi6dQKLCuPWg6f3SsyKUB5g7tibzKJpwr+S+YIcXOBvTx95BdGWVQaxnuf/J5QeZr7bqbGp9vx2/jqRK7ykRsR4EiQohgxsSHwcuDw8GsKrGLQki3ZunDmpSC4fpl3nS6BM2tWlxrpEHkvpGBuHWiHKuPFaC6UeWMItoldNotGLN0I1rVGgCWvwjOGRwFjZZhV0ZZxzAp7TeeQqHA6aJalNa1YOYg81kk5swbGQsPGYcP33pNgNI53sbTxQjx88J4vaCmtQwFDNKLaxE67VZscKEXpp0Z5RjVOxQhfl7mR7aSfjDt/hn9kLNiHp5OelHwZTnSljOlGCcPsyrwa0tmqyFXDI+BjAM+e3eFVdOJTalUYldGOYbHBTu14WVjLhoSBQDYdLq4y9+keJ3m8WXbdrYMIX5e+Pit5eIWyIDYUD+MiAvBRgPbljgHBYoIIYLx8/bAiLgQyigibk+qGR2mMMZcqtz/HC9EbIgvEuVhRse5Zmwc1Fom+S+Oao0W286W4tJh0VZn2ozuHYZQfy9sO1tmfmQRKZVKbE9vK+OsgfYHiiKDfDClX7jd83EGrZZh69lSzBkcJUj1DX0DogLRLzIAa0+4RvWzmsZWnMivxvQB/x0H1mY5GhtfoVB0CaZptVpMfnUzombebvXyxFJU04TTRbW4aHBUl7Kauk4LlXnEtyvpauqaW3EktwozBth/jRFCdLAvRvUOxQdvLndYj8mOotUy7DhXihkD7csAtTZ4ac34lw6LxtHcapTWuk42pTuhQBEhRFDj+/TAifxqNLdqxC4KIQ4jxYc/Yw9fDzyVhFu+2I9xL2/G0qVLUVwjnQcuY2VOWvQSdp4rw1WjYiGTGW+DYkRcCHr38EOKxNtvOVVYiwaVBlP7t1XDsSZg5yHjMHNgJHacK4VWK+32RHakl2FYbDCigu370s8fFz/eNwmA7VkTzpJRWo/qxtaO/SsU/jjhOA5zh/bEoexKNKmkf2/de74cWgbMGPDf9rA2y9HY+IaOAY7jMH1AJPacL+/o6lvq1X+2nm1rF4bPSNHl6OOcP7/+eWwaAOmfX7r2na+AWss6BSHFNndIFFpGXovimqYuXb1LeZumFdagvF6F2XZmgFobvLRm/EvaO0XYeFraH4PcFQWKCCGCmpDQA60ahqO51WIXhUiMlB+Y3IGhhy+VWoP0uMuQWVqPi9tfSBb+eaJLA6ZitqVk6IFx5IL7oNYys21QcByHK0fEYk9mOaoapFv97GBWW5blhIS2aknWbu/Zg6JQXq/CyYIaoYsmmIYWNQ7nVmGmANlE/HGRml0BAFh3slD0Ht5MOZLbVt3anga8DdFd34l9ekCtZTiWVy3oMuxlaJ/syixHoI8nRvUOdfjy+WDatAERqGtW44SEzxHdbbUjvQy9e/ihX2SgzfOzNUOUP792t1dn3XKmWNLnl65dGeXw9/bAOBOZps528dC2Dgq2nCnt2Ib2Vg10hm1ny8BxwAwBrtmOMiAqEAnh/hQoEgkFigghgkqU9wDHgaqfkS6k/oXXHa1Kzcfx1V/g0OK5HY0of3vPRMhksk4PrlLbNynHi9AvMgBDY8x3fTxvZAw0WoYNp9raMZDiA/knb7+GPhEBNmfazBwYCY77LwtBio7lVUOjZV0aHrfHiLhQAMChbGm3e3ckpwph/l7oExHgsGWMjQ8DxwGpEru3Grp27Mksx6S+4Xhl2VKHVUnRbegaAKb2j0D17pUYJ+8h2Zd0flsxxnAktxrjE/4rqy3sXS8+2LIns8Ku+TjTzowyTO4bDm9P6bzCDooOQu8efth6tgRKpRIKhcJpjZLbY1t6KUb2CkVEoI9g87Q2eGlufI7jcMmwnth3vhy11KOy00nnLCOEuIUQfy8Mig6iQBExSooPTO5GoVCguVWD97acw0W3PgatVtvx4HrDp3sxXLEezy9abHY+ztxX/ANjo0qN1JxKXDwk2qKXqGGxwZCH+yOlvf0WqQW9tFqGo6u/6MgmskVYgDfG9A7F9nPSbacoNbsKHAeMFfBLv7enDEOvvEfy95MjuVUYEx8mSFfdxnTcW3OkHTSralAhp6IR4xPCDGYMAsavK9aMr3+e9wjwxvQbH8F1n+yR/Et6QXUTyutbkLXhW1HL4evlgeFX3Ys9meWilsNSORUNyKloxPQBwlbxtBfHcZjUJxypOVWSPN4MqWlsxfH8akHak9Nl7bpbMv6sgZFo1TAclvi1zx1RoIgQIrgJfXrgcE5VR1sBpPsy9IVY6g08ugOlUomVB3JRUtuC/7t0UKeXqqfnDkRdsxr3PZlk9uu9M4Mu/HIPZlWiVcMsbu+F4zhcNqwnDmRVOK1tNGuO3/SSOgDAxL6WB4oMzX9S33CcKqiRbPtvqTmVGBQdhGBfYXu5uueJ59vaeGpRCzpfoVQ3qnC+rEHwameGJCaE4UhOFTQit1VlKvOHr/o1oleI08s1fUAEjuZWo15Cx4qhbdW7RwCqd6/E31+/J2q5AOChp1/A2eI6lNe3iFYWS+1uD2hNl2BVqcSEMFQ3tuJ8WUPHMCl3HnE0rwqMQdAMUEcZHR8KDxknuWzK7oACRYQQwU3o0wONKg1OFdaKXRQiMmu/KBPh/H44H6N6h2JS3/COgI9CocD4hB5QHfwFYdNvFaT3HKHtySyHt4cM463IwDmz5itkvnol/Lw9ATi+yoklATT+BXFobNsL87XjeltcJkPzHxsfBrWW4US+9Npg0Wjb2qVzRLshiQk9oNGyjnaApOZoe5tBQmZSGTtGxif0QH2LGo//30LBlmULU43RnmjfHiPiQjqND1jeboux8WfNmmUyuD2+vR2ntIIaybykG9pWs29+BNGzbjczpWPx1xg+IL/vvPSrn53Iq0GYvxf6OrCKp634a98RnawXse+lphzLqwbHASNFCOhay9/bE8Nig5Eq8SrI7ogCRYQQwSXK217wKE2U8FypgUd3kFlahzNFtVgwqnNj0EqlEh4yDkXbfsS2s6UGe1Cypp0QR9idWYFx8jD4eXtYPM0HbyyHPCkFH2w5B0AaQS/+BfGRHw8LUqYx7RkrUgyYpBfXob5FjcQE4QNFY+NDIeOAQ1nS/Jp8NKcKMg4YJWBX48YCkfzL6CdvrxBsWUI7UVCDvpEBCNLJLDMVWDLE2Pjbt283OR8+OHUyv0ay9xalUoltP3+Mc69cAUD8e+Gw2GD4eMpwXGKNpBtysqAGw+NCHFrF01Z9IwIR6u+F1BxpXqd4/HF2LK8aA6ICO52nUpYo74FjedVQqammgjNRoIgQIrieIb6IDfGV5AsNEYcrNfDoDv49XoTq3Stx7/S+RgM+jSoNdrS3eaP79d3alzohlde34ExRLaaZaIPCUDn49lsOOvCLoy0BNMYYDmRZ9qXe3PzDA32QEO7f6Yu1VBxufzniPxIIKcjXC0Njg3FQotUODudWYXDPYAT4eDr8HIkL9UNMiG0NojuKfubOifxqQYNm1ogI9EFsiK9kewdUKBR48aUlAIDkf04BcO711dA1xtvTA7KjqySZqairuVWDcyV1nTLVpEQm4zAuPkzyH0iTk5PBGMPxvGqMdkKvhEIZnxCGFrUWaYXSPk7dDQWKCCEOMUYehqO51WIXg0gIBYWcgzGGlBOFuOyOxzsFfPgXOj5bIWfFPFw+IgZKpVIy+4av/mCqfSJj2Rbj+7S13/LSkiUOKZstAbQL5Q0or1fhmvueEmT+Y+PDcCS3qmMcqUjNqUJUkA96hfk55FhKlPfAifwa0dvm0afRMhzPq8FYeSgA+9r0MhcoVCqVkMlk2L/oYoN/F4vu8ktqm1FS22LyZV6oXpGMDR8eF4I0CQaKlEolkpOT4e3ZlimpmD+sY7gzy2DoGnPjg88irVB655eu9OI6qLVMsoEioK366fmyBlQ1qMQuikk5FY2oamzF6N7CZ4A6yrj2bNXDVP3MqShQRAhxiLHxYSiobkJJbbPYRSESI5W2I6wl9guZpc4U1eF8WQPmjexa7Uz3JSHp9+MYtmQ9Fi5+yei8nL2v9mSWI8jX06aXAb79lhseeMYBJbMOf6wcbK8u9carywSZ7xh5GMrrVcirbBJkfkJJza5CYkJYR2P1QhvVOwSNKg0yS+sFn7c9ssrrUd+iFiSDxlygkP/7l7suAABKapokl5XJZ6WM6m38/LW2vObaMdI3slcILpQ3SK4rbX7/fb8vGwCQW9EAhUIhif03Iq7t/LpQJq3zSxefJTa8/d4ghe2mL5Fvp0hi2fT6Qeg+kYHIWTEPe377ROSSWS4qyBfycH/J94DpbihQRAhxCL4HGClWkyDi0n/As/WBz9kPivovwFLL6uD9e6IQHjIOlw/v2THMUMDn4iHRqG9Rm0yVd+Y2ZoxhV0Y5pvQLh4escxsUllT74hu/dsaDpLkAGn+sHMyqRESgD/q0N75q6fY0Nv+xEmynqLimGQXVTRgb77iv0yPbAzFSa0flRH4NqnevxA3j453Wptfw2GAAkGRnESfyq+Eh4zA0RrysDz6QcKpAetsH+O8YdlT2naV0rzF8YO+4hKufnSqsQYifF3qF+QEwnr0n5jYd2SsUnjIOqRJ77tUPQitWp2Hw4nV47/VXRC6ZdcbJ26r2SfXZyx1RoIgQIij+Jj0sNgTenjJJvdAQx7D3wczWDARndt2uq6FFjeVrz2CEciPufOz/RCkDT3/bM8bw7/FCTO0fgfBAH6PjKRQKTGoPyOxp73JYbLmVjSiobsI0A9XOLKmWFRvqh7hQP6cEiiw95g9mVWJinx4dQQRLj1lj8x8UHQR/bw9JXVcP51ShevdK3D+jn8OCJX3CAxDk64nj+dWCzE8oJ/JrEDP7Dqg1WkHb9DIViBwaG4yQqTdLsnrVifwaDIgKtKoheqHx2YhS3D5AW0Pbo+bfJ3qDzLrHZ5+IQAR4e+CkgfNLKpk7JwtqMMKChqzFei4AAD9vDwyLDcZRCV2fDTmaV40RvULg6SGTzP61xPiEHqhoUCG7olHsonQbFCgihAiKv0l7e8owMi5E8g37EfuJ+WDmSHzbPfqZLIG+Xljx6jJ4enD4/qM3Ud+iFq2M+tv+WF418quacNXIGJPTKZVKBPp4YkzvUOzOlEa3yLvbA1am2icyZ0KfHjiYJc4XR0PHyt6FF6Fg6/eCLcPTQ4ZRvUIlFShKzalEz9m3Q6XWOKwBdJmMw8heIZILFLX1whTcJQPOXqa2W5CvF8Zc/YDkMooYY6I2ZM0LD/RBXKgfTkgwUNTcqkFmWT1uf/Q5sYvSiYeMw7C4EIPbTAr39xa1BunFdSje9oOoPXJaYmhsCE4X1ko26+XFl17CmcJajGlvyFoK+9dSw2PbgsBniqR17XNnFCgihDjMWHkY0gpq0aLu2gU3cSwpPTgZYklVIiGns0VycnKXTJZnfzuGgS+uxZaVH+Kbu8YDAN5Yf1bwZdsq5UQRvD1kuGRYT/Mjoy0oczK/GjVNwrfnYe0+2ZNZjtgQ345qWsaYyrZITAhDeX2LKF8c9Y+V31PzIE9KQVyon6DH7Fh5KM4U1aFRJV6AUtfhnCqM6hUKLw/HPlKO6hWKs0V1aG6Vxv1ErdHiVGENRsSFdgxzVptew2KDJdf7T35VE6oaWzGiV+dqZ2Lci4bHBUsyo+hscR00WoZhsdJrkHlUr7YAR6tGet2PnyuuR6uG4emkFw1mlgKQTABpaEwQapvVKKyRZvucNz34LFQabZfz1BUMiA6EjAPOUqDIaShQRAixm7GX99MpX0Kl0Uruy2d34OivRPYGbCypSqQ7ri3TOcKfR/IReyEFiQnhGNveFfjSq0c49aHU2LZXKBRIOVGImYMiEeLnZdG8pvaPgJYB+y8In1VkzTGo0TLsPV+BKf0jzFYtMLWdJzixnSJzDmZVIsTPCx+88aqgx+zY+DBotEz07qyVSiUaVWqcKqxFYsJ/7RM5Klgyslco1FqG0xJ5Scgsq0dzqxYjdV64nHUNGB4XgvyqJlQ3Sqd3pY6GrPUyisTIWBjZKxRZEmzQOq2jQeZgkUvS1YheoWhRa3GupM6pH2QscdLMdhP7uUDX0PY2xM5I9Ln3dFEtqnevxFWj4iSzfy3l6+WBhIgAnC2uE7so3QYFigghdjN2k35nxasAgFQJvLQRYTnzwcyZLxqmHpAnXPsAfDw9sOrztzut+5CX1uH5VcedGigytO2vuPMJlNS2YJ6Zame6RvcOhb+3h+jtFJ0urEV1Y6vB9oms0S8yEKH+XjiUJe41R6FQ4GB2JcYn9IBM4GpJY+Kl0bNOcnIyjuVVQ6NlSGwPmgKOC5aMbq8qcULgBq1tLS8fGBHjyzxfBUNKH2FO5FfD20OGQT2DxC5KR4PWUssqOlVYg1B/L8SF+oldlC5Gtm+zk/k1kgq8AG3bLcjXE/E9/DuGSbX31EE92wNFEglo6ztTVOuQdtWcZUjPYAoUOREFigghDhMZ1Nbbz8Es6bSn4c6k9hXQUrY+8Jmbzpb1NvaAfOvDz6J0wHzcOSUBETqNRAPAvJEx+PdEoahtFQFtvZ35eslw8ZBoi6fx9pRhYp8eHe0D2cvWY3DP+bblT+kfbtfyZTIOifIeomcUPfLMC8gqb8DEPj06DRfi5aZHgDf6RATgSE613fOy1+Hstmu7I3s84/UM8UVUkI/gPTPZGog+mV+DQB9P9Ak3XVXSEYa1Zy1IKRByIr8GQ2KC4O0pE/1eJNUGrdMKajEsNlj0hqwNie/hj0AfT8lk7Ok6XVSLoTGdt5uxY0nsAFKgjyfk4f44Uyy97Qi0BYoG9QwSvF01ZxncMwi5lY1oEPl5q7ugQBEhRFD6N+nxCWE4lF0JrVaaDfu5E7G+Atr7YGasupm5Fw1z6yVkJtJH2zLh5+WBB2b07TRcoVDgxvG90ajSYM2JQsGWZyl+26s1Wqw7WYyLhkQjwMfTqnlM7R+BC2UNKKhusqssyvbGv205BvdklmNQdBCignztKgMATOgThuyKRpTWiddGxIH2jKYJeoEioc7FMfGhOJrr/Ea79c/LJy4eiJwV8/COk7pZHtU7VDINWp9ob8ha6IwxS4QFeCMu1A9pEsko0moZ0gpqMLK92pnYGSk92reP2NUzdbVqtEgvruvIBpMamYzDoJ5BXTJhxA68aLQMZ4vqOqp0mSOFD2NDegbjTJH0sl4YYzhTVIchMf9tS7H3r7X4jMX0EultX3dEgSJCiKD0b9LjE3qgpqkVGaX14hSIOJwjHszEftEA/nuAyq1oxD/HC3HrxHj0CPDuUs6x8WHoHxWIXw/lOa1sussHgH0XKlDRoMJVI2OtnsfMgZEAgF3nyuwqi62BuYYWNQ5cqMT0AfZVO+MltrdTlJotXibjwaxKBLR3lewIY+PDUNGgQm6lcxvt1j8vhyvW44U/TjjtvBzVKwQXyhrsbnzd3owXlVqLM0W1HZkrYhgeF4xTEsmYuVDegLoWtaQayB0RFyKpjKKMknqoNFoME/GYMWdITBDOFtV1CkCLHXjJKm9AU6tGkg2A8/S30ZCYYGRXNEimwwFeYU0zappaMTTmv+qhYu9fa/FBrrMGAnGuti6ugAJFhBBBGLtAT+zTVpXkILVTBMD+G5ml07vaVyJDbK06JlSVB36aT3ach6dMhvum9zU4HsdxuDGxN47kViOzVJyvXP8eL0SgjydmDYq0etr+UYGIDfHFDjsDRfosPQZ3ZZRBpdHiIiuqzJkyPDYEvl4yHBShnSL+mDmYVYlxCT3g6aCewMaK2E6R7rlU16xGotzx1c54o9rbKbI3AGBvIPpMUS1Uam1HecQwPDakLUAjgQabTxZUo3r3yi4NWQPi3YtG9ApBdkWjQ3p0tAXfS91wBwWPhTAkJhh1LWrkV9mXXSqkU+3bbWiMdLeb/keSITFBYAySa0uHb2B7iIS3pTlxoX4I8PZAuoGqfWI0nO/uKFBECBGEsQt07x5+iA72Eb1xWamw90Zm6fTu8GWFX1f9Fw1T62bqBdCWbVJc04w/Dufj+sReiA42Xi3qf2Pj4CnjRMkqalFrsD6tGJcMi4avl4fV03Mch5mDIrE7o9zqrpFNBeYs3d6bz5Qi2NezU89Z9vD2lGFM7zBR2ilKTk5GVYMK6SV1XdonEtKgnkEI8PYQpZ0i/rz8371PAoBg+80SI+NCUb17JY4J3KC1tfgAnTPaZjJmZHuQ6qRO0Eys6/7xvBrU7PkZ/SK7ttckVpn4bC+pZF2dKqhBgLcHEkRo08pSfABBSg0xny6qhbeHDP2jAsUuisXHshS3I/BfeQa7cKCoo4pkexDOHZ51pYwCRYQQh+I4DuMTeuBgVqXT29Mg4rD1xm1sOv3htgbbbJnuvS0ZYGB4aGY/k+NFBPrg4iHR+PNIAVRq64It9tp1rhy1zWqbqp3xZg6MRF2L2uoXcHszMzRahm1nSzF7cBS8BMy+mdCnB84U1aKm0fnZBHz2pH77RELykHEY1Tu0I2AhxsNywty7EBHo06knIkcL8fdCzZ6fcULAdopsyXg5mluNnsG++PzdFYKVw1p8L1XH8/4LhIj1RZ3fH47KoLMFHyg6KZFAUVphLYbGitOmlaUG9wwCx0FS7eucLqzFgOhAeHuKf2zpnl+mPpL0CvNDkK+n9AJFxbUdjZa7ssExwUgvbqsimZyc7JKduLgK8c86QojLsrSaz4Q+PVBc2yypdGZnsrc6lJDVqZzBnkCOkOtqb5WHzNI6/HooF7dOlKO3BS/DN47vjYoGFbaeLbFrudZafbwQof5emGpH1/JT+kfAQ8ZhR7qw1c/MOZZXhfMbvhGs2hlv2oAIaBmw9/x/vbk56nzRP2YvGx6DnBXzsPrrdx2yPF6iPAxnimpR29zq8ACBofPynZvGAId/E6UHJ93giL1sOS6O5FZhrDxU1KoOYQHekIf7Cxo0sxZ/XPz16DQA0ro3hQV4o1eYH05IIFCk0TKcKaqVdDs7AODv7YmE8ADJBDgYYzhdWOuwtt7sYeojCcdxkmzQuq0h6yDzI0rc4J5BqGlqRXFtW4cVYrdn6c4sChRxHNeb47jfOY6r4TiuluO4PzmOi7dw2niO477jOC6X47gmjuPOcRz3Msdx0s29JIRYxNJsAv7L+r4LFc4uoiTYm3Vh7/SuxNi6ArA6gMRXf7I18PTaunQEeHvi8Tn9LSr7jIGR6Bns69TqZ5UNKmxIK8bVo+Ps+uIa7OuFcfFhdrVTZEtgbvOZUtTs+bmjQW2hjO4dikAfT+zM+C9Q5KiXev1jdt77u3DDp3vx8tKlDlkeb1LfcGjZf13UO5L+OpbUNkGelIIHn37B4cvml697Hh948WLRAhKldW0fPcb0Fq/aGW9kr1CkfPOeaB8SlEolThXUQJ6UAkB69yapNGidVd6ARpUGwyXckDVvSEyQZLp2L6ltQUWDStT2iWx9hmhrGLxWMj3+NqrUyK5ocOn2iXi7fvkEOSvmITa07QOe7v4hwjL7VMlxnD+ArQAGA7gTwO0ABgDYZi7Y0/73zQBmAHgJwBUAvgTwLICv7So5IcRlDIoOQkSgN/ZmlpsfmYiKf/ix9kHf1ocpS6ezNVjG/93a6Q5cqMDmMyV4aFY/hAf6mByX5yHjcN24XthxrgzFNc7pmv2Pw/lQabS4ZWLbtxt7XtBmDorEyYIalNW12DS9LcfM5tNt2Vchfl42LdMYLw8ZJvcLx66MMqdXeT1VWOPQ9ol4a757Hzkr5mFOezaWMwMEfHBqnJPaJ9I//+VJKdh4qliUgMQzSYuRs2IeHmivjipmFs2oXiHwGH8jSmqbOl3jAOdVRzxZUO2U5dhiRK8Q5FQ0ilIFVRffILMUM2P0DekZjJyKRtS3iN9j1+mi9u0mYoDNkmcPQx9JhsQEo0GlQV6Vc3umNOZscR0Yc+2GrIG2/fHm8pchT0rBx9syAfy3T9yhExepseTz4/0A+gK4mjH2N2NsNYD5AOQAHjQz7VS0BZUeZIx9xxjbxhh7HcB7AK5tD0IRQtyAqQs0x3GY2j8CuzMrLHppk8rXSEew90bm6Bshn3VhbfaFLYEcPuPH2HRi3fQZY3h17Rn0DPbFPVP7WDXtDYm9oWXAL4dyHVS6/zDG8PPBXCTKwzAwui2d3J6smYvbAw7rTxULUj5TlEolkpOTsfnZWQAc87I9fUAE0v79EjKZzGnZFjc++DS0DJg5KMoh89f1yrKluPbjPZj/4W4AzsvmUCgUSM2pgo+nDMNFqkrjIeNwXKQGrYfNuxdh025BU3vX12Jm0fC9rj33wmLB5mntehzPr0GQryeWLFli13wcgW+niO9xzFn01z2toAbentJokNkcPpCQLnKPXW3Zau2NL/eUdnUpQ8e61Bq05ssh5d7jLJGcnIwQfy/Ehvh26flMCtccd2NJoGg+gP2MsUx+AGMsC8AeAAvMTOvd/lv/LKluXzbliRHiJsxdoKf1j0B5fQvSS8w/fLhzF5f23sjc6UZoaD//fbQA3+/LxqbTJXjkGcPVWowFkHS3jaFMJf1xjFlzsgjH82vw7CUD4edtXS9i8eH+mDkwEj8fzLW6BzFrKJVK7LtQgQvlDbh5gkU1wc0a1DMIA6IC8e/xQkHmZwq/H/ouXAPAMS/b0wdEInTarfh+b5bTqm1Gzbwd4QHeGO2kbtMn9u3RqWqNs6obpeZUYVSvUFEamFUoFBgUHYTjIrXNczS3GlW7f7Kph0GhDYsNhoeMww8fv9Wx7+0Nilp7/z2RX42RvUI6puOXJ4X7OB/IdHaD1vrrfqqwFkN6BgnaYL+jDG5vw+a0yAGO5ORknC6qRUK4P4J8hc04tZU1H68G9QyCjANOS6SdojNFtQjy8USvMD+xiyKIwTHBOFtcR1lEDmbJFWsYgDQDw08BGGpm2s0AMgCs4DhuKMdxgRzHzQHwJIBPGWMNVpWWEOKypg1oa2h3dwZVP5MaY0EVW180bLlx7z1fjr6X3IWnfj2GJatP4f7vUzHh1S24+qM9+Gp3FqoaVGarxen3SGJLVTWVWovX16djcM8gXDO2l9XrAQC3TZKjpLYFW844rlHr5ORkrDyQi2BfTxz9+3PB2iiZNzIWh7IrUVJre9U5Y8vlM8h0y3ph+ZUmp7FHQrg/eoX5dWqnyJHUGi22p7f14ObhpJ6NJvUNh0bLcOdjzwFwzst5k0qDUwU1Tqt2pk+pVGJU71Acy6uGxsntf7RqtDihU9VK7JcUf29PDGjPUrH1mmeP5lYN0ovrMCIutGOYFAJEvLAAb2gP/4aT+TWifWRhjCGtoEbU6lPWiAv1Q6i/F04Xip8Jc6q9pzipsOYY8vXyQJ8I6TQMfqaoDoNjglyyLR9Dz6jf3D0BB//4DIsWLzEzNbGHJYGiHgAMtZRYCcDkUwJjrBnAtPblnAJQB2ALgBQAjxmbjuO4BziOS+U4LrWszLk9sBBCHCMmxA/9IgOw20g7RYZuBFLpPcXdGXrB4H/b8qJhrrqZof185Z1PIPai2/HpbWNx8MWL8OcjU/DcJQOh1mqxLOU0Ji7fguTkZIe3N/P9vmzkVjYi6fLBVr3s6wax5gyOQlyoH37cb3/1M1Pbcn1aMW5I7I2Xly0V7AVx3qgYMAasOVFkY4mNvyjyvdoxxpCa3daw/R+H86BQKBxynicnJ2P6gEjsO18BlVrr8Jf61Jwq1DarcdFgx1c7442Th8FTxmHolfc6bZkHsiqg1jJM6hvutGXqm9AnDHXNapx1YqO7SqUS3p4eSH/5CgBt1y7+mBYDfy3d8PTMjvLYes+09f57trgOrRqGUb1COubDT29vmYSSt/l7nCyoEaVnQI7j8MwLi1HbrHaJ9omAtnIPiw3uaFfJmfS34a6kOfjktkSXfQ4cEhMsiUCRVstwtqjWZdsnMvSM+vfRfARPvQUXyutFLp2b4ze8sR8AKgCvGRj+MgC1mWl9AWwDkA7gNrQ1av0c2qqifWJu2YwxjBs3jhFC3MOSv0+ywYvXseZWtcnx2i5NxBoKhUKQ+fDb3hn7AADbkFbE+i1cw677ZA+rb241ON7pwhr21C9HGQCW9PtxptZoO/6mUCgYgC4/utvD0m1TXtfMhivWs9u/OsC0Wq35CfTWRff3h1szmDwphWWW1lk1H2PzZcyydRViv1327k72v4922zy9sTLoDn/p75MMAKszss+FAIBtPFXM5EkpbEd6qcOWw3s55RQbsGitQ9fJkEFX3G32uBCS8p80NvDFtaxJZfo67kgFVY1MnpTCvt59wanL/WDLOSZPSulyjDtqW1vi5wM5DECna4095TF3DdGd9/d7s5g8KYU9/fwipx6D1gBgcJ85epm8tScKmTwphR3LrXLa8m3B7yuFQsFeXXOaDVi0lqnUGtHKw++3rWdLRCuDvfjngJomlajlyC6vZ/KkFPbTgRxRy2EL/WsIf26dLapl8qQU9teRfBFK5X4ApDIDcRhLMoqqYDhzyFimka57AcwCcAVj7EfG2E7G2Jto6/XsIY7jRlmwfEKIm5g2IBJNrRo88sxCsYvidoT6WspnXTirSsVjPx3FsLgQfH3XeAT4eHb5u1KpxNDYELx70xgAwIrrRsHTQ9ZRPkuqW1j6NfKtTefQqNJgybwhdqdn35DYG94eMny9O8uu+eji17W+ua0Hn0dWHrao9xVrzRsZgyO51cirtLy3FmNf02fNmmVw+BfvrkDi/x5AoIF9LqTpAyLg7+2BDU5ooHvLmVJM7NvD4eukS6lU4t4nnkffhWtQ06QC0PkccMSX+J3nyjCxb7iobfTEhvqhV5gfDlyodOpy912oMNiwrpjVrRIT2nrY43uiAxzbVpXuuh7Pr0F4gDfeeu1lg1mpYmdb8dednBXzAIiT4XSqsBYeMg6DJN4gs25HFsPiQqDSaJFRIn62xjAXzYIB/ms4+qzI7RTxWU2umFGkf23ln3H6RgbAy4PDWZEbXXd3lgSKTqGtnSJ9QwGcNjPtCABVjLHzesMPtv8eYsHyCSEujn8om9i3BzxkHL7+4A2T44vd7kN3Zq4dIKHsO1+BHtNvQf+oQHx/9wSjjVXqB4Le3pgOeVIKYubcIWh5ThXW4JeDubhjshz9oyx7oDfVtlNUsC+iMv/BqtR8lFrQ3o9+YMtUNZBVqXkAgHunde2RTYj9dvWYOFTvXolVh/MtnsZYwG779u1dhv9zrAA+E2/CG8uX2V1W/TLobzs/b0+cWXY5vv3gDWgd2J5NRkkdLpQ3dPQc5yzJycmYNSgKGi3DHgNtMQkdwMivasT5sgbMaG9zTkwT+4TjYHalw6uj8lrUGqRmV2Fyv3BJ3aP6RQYgetZtOJQtTNDMmnXjG7I2FFgXcxvpX4/kSSkAnNszIF+OtMIaDIgKlETj55YaHhuM6t0rnd5bnK7J1z2IiEAfRAX7ilYGe0ml57PTRXWQccCgaGkHKy3Bn7teHjL0jwpyavXj7siSQNE/ACZxHNeXH8BxXAKAqe1/M6UYQBjHcf31hk9s/11gYTkJIS6Mf1kJ9vWyqDcgV62P7kyGXoql0B6EJTaeKsY93x7C2KsfwA/3TkCIv+U9mjx18QDMGxmDFevPdmksWvfh3BqtGi2S/jiBMH9vPHXRQIunM9e208qP34Raq8WXFmQVWdoQt0qtxRe7sjD4irsxNj6s0zRCiQv1Q82en/HboTyoHdBz28oDOegV5ocZAyIFna9uG0i62+7PI3nwmnAjjjmwl6y/jxXAQ8bhihExDluGMWN6hyLY1xPb0ksd/nK+81xbMGrWIGH3nS1yN3+LygYVMkudk/VwLLcaLWotJvcNl9T1l+M4zLvrSRzOMZfkbxlD5Te2rof++Awje4V2GtfW67Ajxffwt2p8e8vOT5+cnIxjeW3BNCky9rGjX1QQavb8jI/eXC5a2UKn3SqphqxtER3sgzB/L9EDRWeKatEnIsDqXlzFYum1dXDPIKRTRpFDWRIo+gJANoDVHMct4DhuPoDVAPIAfMaPxHGcnOM4Ncdxus2Pf4u2BqzXchx3J8dxszmO+z8AbwI4DGCPMKtBCJE6/sL/5yNTAbhOUEOqjL0UO+Nrqa0YY/hsx3k8+ONhDOwZhJ/un4TwQB+Lp1coFOA4Dm9cNwrDYoPx5C/HkFHy30OC7sO5NT7bcR5pBbV4+erhBoNWtm5PeXgArhoVi5X7c/DCiy8JMs/fUvNQUN2ET99Z0Wm4I6q+FNc2Y3u69R1KGAtWKBQKZJbWY/+FStwyMR4yJ/UMNmdQNDxlnMOqnzHGsPpYIab2j0BkkOXHs630H6K9PD1wMvky/PjxWx0NgzsqgLHjXCliQ3zRLzLQ7nnZ6/cv3gUA7M+yLpPG1u2w70IFOK4tk4mfj1Suv4kJYbhQ3oDy+haT49laNkPruuVMMUKm3YqJfXoIsgxHUSgUGBEXgt4XW56FKuT1tLqxtVNQX0pMfewAgIiZt4lSLpVai4zSOpdpANwYjuMwJCYYpyUQKHKlameWXlsH9wxCUU0zahpbRShl92A2UMTaurCfA+AcgB8ArASQBWAOY0z3Mw4HwEN3noyxbACTABxDW+PXawHcD+BzAHMZY8J/qiSESIL+ywr/4HXfk88DANadLJR0UKO7cNb2r2lsxUM/HsbydWdxxfAY/PrAJKMv1cbKxA/38/bA57cnwtfLA/d9n4qqBpXN5TpTVIv3tmRg3sgYXG4kG8SSlwZjbTs9PKsfGlQarHj15S7ztOSFXnd+za0afLg1E+PkYQ6p+qNfnpwV8zB3WE+rjxFT++/ng7nw8uBw/bjedpb2v3ka24b8tgvx98LkfuHYeKrEIdWUjuRWIb+qCQtGxQo+b0MMPUSvSs2D94Qbcaqw1mEBjFaNFnsyKzBzUKRkuljuGeyLg1YGimwNAuw7X4FhscFWZUA6Gr9Pxye0BSLMZRUJGQA5cKES3h4yjJFoEISnVCoxolcIZONuQHWj7fcKa5anfx29eaLcJZ51+DLyZf/zkakO+6Bnap4ZpW296Q2NCXaJ7WbK8LiQ9t4BtaKsS21zK/KrmlwqUGSpwXzVPqp+5jiGWriW0g/1ekaI64NODyAqtYYBYC/+dULEEgnD2T26mOr1ytay6O4bR9lypphNWb6F9Vu4hn2x87zZHsUsLVNqdiUbsGgtu/6TvWzR4pes7nWnsr6FTV+xlSW+vImV1zV3DDfWy4atnvn1WJdeifh56v825evdF5g8KYXtySjrKKe162wpAGzFujOszwspLL+q0e75McZYfXMrG6ncwB5ZeViQ+ekztQ1X7s9h8qQUdjyvyq7tY2jal/4+yQa+6Pzezhj7b51La5uZPCmFfbDlnMG/C2HnuVImT0ph604WCTZPaxk75pcsWWLxPGzZJk0qNRuwaC2bc8sjRsslBn5dmlvVbMCLa9nLKacsGt8e/LrO/2AXu+6TPXbPzxn2ZJQxeVIK22aiBy1HXE8BsBGK9Uyjsa4XTTHo9nrGGOvodSyjpNYhyzN1LP56KJfJk1LY+dI6p/ZW5wh/H81n8qQUdrqwRpR12ZtZ7tK9x5k6//j73pe7nNv7pTuCHb2eEUKIYLw8ZBi94D7sNtDwqqtxdk83pjIFDH2pam7VIKOkDodzqrDjXBlSThTi54O5+GLnBXy9Owv7L1Q4tLxpBTV44PtU3PNtKvy8PbDqocm4b3pfwbIRxsnD8NYNo5CaU4nzvS9HQ0urxVkUrRotHl55GMW1zfj89nGdqsBZmu1jDj+Pt28cDQDoHxVksD0IS+b5fwsX470tGZjcNxxT+kd0TGfseBDCLRPjIeM4fL5Dvz8K2/x8MBc1Ta0GG+F2tHmjYuDjKcOvh/IsPm8NbUf9aVs1WqScKMLFQ6Od2tsZj8+aigzywcheIdimV1VQyDaL1pwoQoC3R5f2iZz5lVz/mP/1YC7kSSm46aFnzU5nz/m870IFVBottv70sdH5i8nH0wOjeoUg1UBGkdBVEZVKJepb1Nj56ycd1fCkblTvUHjIOJMZV466no6JD3NaNVt78Oupv75pBc7P1jiZX4MAbw/IwwOcvmyhDY9ra58qrUCchsFffbntnjUyTprtZJlj6vyLDPJBZJAPThdSRpGjUKCIEOJw+i8rjz+3CNkVjVZ1v91dWfuQ2tCixg/7snHz5/sxUrkRc9/ZiWs/2Ys7vz6Ix346ioV/nsT/LVqMe6f3xeR+bQEHS18cmlQarDtZhJUHcvDlrgtYlZqHbWdLcTK/BnmVjUgvrsOezHJ8uDUD132yF/M+2I09meUYWrQBa5+YbrKKgq0vM1eNisU7N47GwaxK3PblARTXmO9hrL5FjYd/PIz9Fyqx4toRBsslxEuD/jzkSSlYfaygy/nABx9MzfvN115Bo0qDZVcPt3j59lAoFOgV5o9rxsbh50N5Jntus2SbtKg1+GLXBUzuG+6w9jpMBUWCfb1wxYgY/HOs0OL5WRJQ2ny6BJUNKlwzJs7i+QpJd9vPGRyFI7lVnfaV/r4xV63TmFaNFt9++AYuHhrdpfcmMbuG54NWW8+WmhzP3vN529lS+Emk1ypj18qqXT8hraAGTSpNl/GFDoCkZleievdPmNTXNQJFAT6eGBoTjNRsYRr8tkRtcytCpt4s2faJzHnppSXw8/LAsbxqweZp6X3+l8/ewulll8PTQ2ZyPFfw/YdvIGfFPNwwPh6A89cl5dsPEBfqZ1V7kK5kWGwwTonYO5/bM5RmJKUfqnpGiPs5V1zL5Ekp7OcDOWIXxWqOrO5jCIykKusvT63Rso+2ZbCombcyeVIKm/v2drbs31Ps76P5bOvZEpaaXcHSi2tZYXUjq21SsdLaZrb1TElHevkb68+arBK28VQxm/raFiZPSrHo59J3drAvdp5nNU0qq9OtrR2fMcbWnChkQ15ax8Ys3chuf+RZo+uSXlzL5r69nfVduIZ9tzerY7ip/WpLefQBYAs+3M2GLVnfKZ3eknmvOVHIALCPtmUYHcdRx192eT3ru3ANW/av8SotlqzDTwfaqn7tOlcmZPEsZst5y6+XqWlv/Gwvm7J8C1NLoGpJRknbdfUrE2n4xvaVuX24Pb2UAWAbTxVbPa2j8Pvuyvd3WlUFytryLlmyxKnXfGvorsv29LaqgdvTSy0a3x7L155hAFhDi/OrW9pK+U8aG7R4LVOpNWbHFWLf7mjfHzvPGd8fUnf9p3vZ/A92OWTexo7F+uZW1ueFFPbWhrMmx3Ml132yh13z8R5R1gUAe+iHVKcv11leX3+G9Vu4hjW3qsUuikuDkapnogeCzP1QoIgQ96PVatmEVzaxRx3UVomzWHLTt/eB05JlFNc0sZs+28fkSSkMAEvNrjDbDpDu/JN+P87kSSns1TWnu0yn1WrZsn9PMXlSCrv4re1se3opK65pYtWNKpZT3sBSsyvZhrQi9uuhXPbv8QK2O6OMVTW0WL0O9ozPyyipY5e8vYPJk1LY/A92sV8P5bKT+dUsq6yebTxVzB776QhLeCGFjVRu6BSwMNcmkRAvDQqFguVXNbLRyRvYJW/vYIsWv2RwWfrTSOEF9elfjrJBi9ey0tpmg383t7+aW9Vsxutb2fwPdll8XDqCRqNl01ds7RQA0mdum+uua3p7wPvjbZnOKL5FLnt3J7v6o91G/25roOi539ra2WpStT2MS+XYZIyxNzecZX1eSGHVDSqLxre2jPyHjR/3Z0vupVW3PI0tbe0omWqnyN79I6X9bq2U44VMnpTCjuZWOWV572xKZwkvpLDaJsuOSylavrbtJZw/74Vk7Fzak1nWqU0dqZ1ztlCsTmODF69z2rq48nlqLf68PpFXLXZRXJqxQBFVPSOEOB3HcZjaPwJ7z1dAq2ViF8ehbKmWYU01rPoWNW76fD+O5VXjjetGAgDGyXtY3A6QQqHA8mtG4I7Jcny28wLe2ZwBTfs+UWu0WPTXSXy5Owt3TpZj7ZPTMXNgJKKDfRHi54X4cH+Mk4fhkmE9cUNib8wbGYup/SMQ6u9tV7sYtrar0j8qEP88PhXLrxmBqsZWPP/7Ccz7YDdmvbkd93+fiq1nSvDQzH64tGUnpun0GmZuHwmRIq5UKhEX6of3bhqDc6V1yJFfifoWtcl1ffDpJEx6dTMSX94EQPg2iIyVU9/jFw2ARsuwfO2ZTuNZun8/23EBORWNeOaSQaL2liWTcbh+XC8AQEZJncH9bk01nR/25cDbU4YbxwvTg5sQ5o+KxdHc6k7Veo3tq1mzZpndh/y0b94wGgDg5+3ZMb6l28nRZg+OgpYBOzM6t89krM0Va8vIV2ubPSjK1iI6jO71w8/bA4kJYdhlov0/e/ePUqlEbZMK/RauASDufrdWYnvPcKnZ1vWSZ6sjudUYFB2EIF/p9JJnrbHxoVBrmUPa1zF27zuaW9227N5hncZzhWPMmBFxIWhq1eDx515wyvL4+9jOc23Xrt0ZZS5znlprWGxbz2eni6j6mUMYih5J6YcyighxT38czmPypBR2Mt91vwJY8nUGdn5BMjf9M78eY6FTb7b765FGo2XP/HqMyZNS2Ow3tjHlP2ls4iubmTwphb2+/oxdmSD2bgNzDK2nWqNl54prWcrxQvbrwVx2OKeS1bf3SqVfHv3/O/qr2++peazvwjXsyvd3ssJqwz2KpWZXsOkrtrJhS9aztIJqp32JNLacNzec7dTjmiXTMMbY+dI6NuDFtZLJHqyob2Hh029lT/1y1Ow2NfR3/tioaVKxoS+tY0//etQBpbRdXmUDkyelsA+3Gq6maOxYN7Ut1pwo7MhWtGSezqbWaNmYpRvZ078c7TScL5e95bvh073s0nd2MMbE693MUh9ty2DypBSj2X9CWHfS9PEgZdNXbGUPfu/4ajgqtYYNfWkdW/zXSYcvy5HK6tp6lfpsh/OyJu/+5iC76K3tXYa74vHGO1vUlpX455E8py73w60ZDACrbnTdrDZzNBotG7ZkPXvpb9c+18QGyigihEjJtPaem3Znum7vZ6YahjX0pf65Fxbj1bVnMFK5AXPe3I6Ff5402qC3JV9+Vh8rwB9H8vGSwnwWhLn5yWQc3rhuJD6+dSz8vD3w7d5sDI4Jwhd3JOL/Lh1sUSaIWF+rDGWGeMg4DIgOwpUjY3DD+N4YGx+GAJ1eqUxlxDg6Y+facb3w5Z2JOF/agFlvbMeylNM4nFOFwuom7M4ox4t/ncT1n+6DljF8d88EDIsNEbT3KltU7VoJebg/Xvw7Dc2tmo51MUWjZVj010n4eMqw5KqhTiilee+/8Soqdq3EuzeNAWA6E8rQNufH+3p3FhpUGtwz1fk9uJnSK6wty+/f44Ud1wNTLMl4/OlALuJC/Yz+Xexj00PGYebASGw/Vwa1RivovGuaWpGaU4U5g9uyiaT+RX56/7bGvfcIeF/VX+etZ0sR5OuJxS8tEWwZzpIoD0NqTpVF54Y9judVo0GlwdT+rtHYtzERgT6I7+GPIznVTlkeYwxHc6swNj7UKctzln6RAfDxlDm9B7kT+dWQz70TIX5ekr922Uom4zA0JhinqOczh6BAESFEFFHBvhgYHYjdJtLknU2oG6mh6iunC2uwxmsavtx1AdMGRCAhIgB/Hy3ATZ/vR0F1U5d58C9wxl7C6lvUSP73NMbJw/DEnP5my2TJC6FMxuGKETFIeXwaTidfhm/vnoC5Q6PNTmduGWK/SAJdA0P629dQcM0R+OXOHhSFDU/NwLyRsfhmTxau/WQvpry2Fbd9dQCrUvNx4/jeWPfkdIyTh3WU31EsqUb2ysvL8PLVw5FV3oDpNz0CrZaZPUZfXnMa+y9U4qUrhyIqyNdh5beGUqlEcU0TBixaC8D0fje2zasaVPhqVxYuHRbd0fWxlFw9Jg5ni+sM9lZkbF8ZG55d3oDdmeW4cXxvo+NI4QXk0mHRqGxQ4YGnXuhyLPO/belpaH1aETRahkuH9RS6yA4xLDYYYf5eJqufWUv3us4Yw7b0MswYGIllS8Xr7c5WiQk9kLn+a2RXdP5AI/QxvDuzHBwHl+kVzpSx8aE4kuv44BoAZJU3oKqxtdN9z9Yq7FLi6SHDkJhgnHRAFT5TTubXYP7dTwIQt3dKR9A9BobGBuNMUW1HswlEQIbSjKT0Q1XPCHFfyf+cYgNeXOuQhhJtAQekNgNgKrWGXfHeTjZu2UaWXV7f8beT+dVsuGI9m/n6VlZS02RVWd7bfM5gw5zGqkYItW78/A0txxHbz1Q5YGN1O/1y8v93RrUSQ9sov6qRbT1Twn7Yl822nCkWtSchY/uQH/7Zjsy27bw6zeT+/mrXBSZPSmHJ/xhvWNdZDO3XhX+eYAA6nY+Wem3dGZbwQgo7U1QjQOmEV9fcyoYtWc+e/PmIwb9bc+68uuY067twDSvWuz5JTZNKzYYvWc+e++1YxzD++LTnujRs3j1s9hvbRG2E3VqPrjzMxr+8SbAy626/k/nVTJ6UwlalOrcKjVAy23uc/HF/dqfhQt+7rv9kL5v3vmN6C3O27/ZmMXlSCsurbHD4sn47lMvkSSnsXHFtl7858/nCEfgGrS3pdU8IpbVt1Qa/2HmeMeb620+f7vr82n7cZJbWiVgi1waqekYIkZrpAyKgUmuRml0ldlFMsufrlUKhwKfbz+NUYS1evno45OEBHX8bHheC7+6ZgJLaFry0Os3ir2fVjSp8sfMC5g6NxujeoUbL6oivcfxXKf63WF/8rGl02Bw+U8JRX9zMbaO4UD/MHhyF2ybJMWdwNPy9PU3MzXkMlfvBmW3Za8kLhncM012X5lYNlP+cwtKU07h0WDRevHKIKGXXZWi/PjFnACJn3IpFf5206kt5cU0zvt2TjatGxmJwz2AhiymYQB9PRJxbjTUni1BW19Ll7/y+MnfutKg1WHU4HxcPiUJ0sDQywozx9fLAZcN7Yn1acUfVSHsVVDfhVMrXuHpMnKiNsFtrxoBIlNa14HSR7VUxjF2z/m/hYgDArEGRgpTV2fpGtN1/d51zXCZzo0qNo3lVmOLi1c54Y+PbsnuOtDcy7UiHc6oQ7OuJfpGBDl+Ws42Th6GpVYMzdpyX1jiWV43q3Stx/4x+Lp+RZc6I9szek/nUoLXQKFBECBHNhD494CnjsPe8eNXPLAl0WBpAMHTzveux/8P7WzMwb2QMLhse0+XvY+PD8OjsfthwqgSX3P6YRcGPz3deQL1KjWcvGWi2PEIFU8RchtD0q9C4UlDL0XS3jX65Dek56za88McJDLz8Hryy5jQue3cnvt2bjbunJuC9m8bAQybNF+yeIb54a8Ur2JNZgT+OFFg0jVbL8H+/HwcAPDPX9LnHE2sf7/jlE7RqGH4+mGvzPH4/nI/KBhVumyQXsGSOM390LOpa1Nie3tbTD38s21r19Z9jhQCAq0fHCVNAJ5kzJAoyDthwqsTmeRi7ZvlNugmjeoUgItBHqOI6BX+fl8naXns+uyOx414v9Ev0waxKtGpYRzuMrm5wzyD4e3tY3VucLdtx7/kKTOobDpmB+4YUqrDbg+9175CTPoy+9spSRM28HU0qtUs8e1jC2PP6z5+8BX9vD4PVrYl9KFBECBFNgI8nRvQKwf4LFaKVwdADMT/cWoYCSu9vyYCHjDPZmO990/siLtQPL6ecMVvHOrO0Dl/uysL8Uc7LaDB0c+Z/S+HrlLUPkI7OutJfhhjTO2K5hs6TK+96EiknCrHor5P4bl8OooJ88f09E6C4ahh8vTycUWSDLNmvt06IR6I8DC+vOW20UXld3+zNxq6MciyeNwQJEQGd/mZsu4nZLsT0ARH4cX9Op8bHDZ3Hhsreotbgo62ZGBsf6jIvvJP7hiMi0Aer2wM8/HpZey7x2+mR2W3Zc/KIAElc5ywVEeiD8Qk9sCGtWND5ltW14GheNWa3N+ztSvTv8/KkFKRmVzgkgL8nsxzeHjIkynvYW2xJ8PSQYXxCD/z48ZtWTWfttS+vshG5lY2Y3M9wJparnH/GxIT4IS7UD4dzrAu42WrrTx9jRK8QUe/DQjMWwF66NBkj4kJw1ImBor+O5mPDKWGvsVJEgSJCiKgm9Q3HifwaNKrUknoQECKAkFlaj7+PFeCOyQkmG/P19fJA0uWDcbqotiMDwFDwQ6NleG7VCfj7eGDxldb1ImXP1zhjwTT9B2uxvvjZc9w4KtvH3oa9pdbwpKFyKxQKfHlnIo4vuQQ7/m8WTiovwW8PTcaMgeJXS7Fkv8pkHFZcNxKMAbd9dQCldc1G57fjXBlWrD+Li4dE45YJ8V3+LoX9pX/N+vG+STi0eC6uu//pjr9beqz/digPhTXNeHruQJepdvXysqWYNzIGW86WorJBZfN8lEolHnwqCfKkFACu+RX+0mE9kV5Sh6zyBrvnxZ/7a08WgTHgyhFdM2NdjYwDdjqo+tnuzAqMlYfCz9t9XtCn9g9H1sbvUFJr/Bppr33tHwyn9HONwLQtxieE4VC24xsG5z8O8FlMgOtnZJkzOj4UpwtrBKt6bM4HWzOxKjXPKcsSEwWKCCGimtQ3HGotw+GcKqMvW854QOeXYW2vWMYCSrNmzcJ7WzLg6+WBB2f0Nbv8q0bGYEq/cLyy5gzOl9UbXOcvd13AsbxqJM8fhsgg61L/nbkNnblMe4hRPqlvE2N0y82fE/wwmYyDPDwAPp6u92LULzIQX981HqW1Lbjjq4M4X1bfZZzfDuXhnm8PoX9kIF6/bqTZwImjstTMMRQIuvubg8hJuNKqwElzqwYfbsvE+IQwl8kmAtqu2bdOjIdKrcVPB3Lsmtdn765AoI802gqzxaXD23pps+aLt7Hjkx/+97ECDO4ZhAHRQfYWT1QKhQIje4ViV0ZZp2FCKKhuwpmiWswe5HpZV6bwwZt9501nf9tz7dt3vgLhAd4YGO1+7RPxxiX0QFldC/Iqu/Z0KwR++/u1t3O46IqhHdvfVZ89jNE/Z8f0DkWrhtnVNpulKhtUuFDWgLHyMPMjuzgKFBFCRJUoD0PNnp9MVj9zxtd6WzNLjE23Y8cOpJwoxJ1TEhBuQXsOHMfhrRtGwcdLhid/OQqVWtvp778eysVr68/i0mHRmD8q1raVFIA17X5IIcvCFP3y2fuyYG+AQKwAg7WkVh5zzO3XcfIwfH7HOBRUNeHSd3ZCsToNvx3Kww/7c7Dgoz14/o8TmNIvHL89NBk9Arw7pjO2v4Cu1fTEykhZePlgNKo0eH9LRqfhprbJ25vOoaS2Bc/MHeQy2US8AdFBmDEwEt/vy+lyDbVUYXXbS9xN43u77Ff4uFA/jIgLwXorqp+Zul7nVjTiaG41FrhYe02GKJVKzBgQgWN51ahpau0YJoRN7YG5uUOjBZmf2Phr3IheoQCA/43tZfKeZOtzFGMMe8+XY3K/cJe75lhjfHuGT6qDqp/x2/+jbW3X+4r6FpfLhrSU/jqNaW90/ZiJRteF2g5Hc9vamRoX7/6BIou7qRfrZ9y4cYwQ4r4s6aoZTu7WU395lnabrjsdADZCsZ5VNbRYtez1aUVMnpTCbv58HztVUMMKqhrZWxvOMnlSCrvjqwOssUVt1fzE5Oz9Zi1Hls/WefPHmtS3nTsqq2tmSb8fZwkvpDB5UtvPRW9tZ9/svmC0S2N+PxnbX2LtR91r1qI/T7C+C9ewPZllZqfbk1HGEl5IYYv+POHA0gnH2P0jZOrN7I/D1nXhbsm9yJV8uDWDyZNSWG6FZd2amzpWP9hyzmldpDvDoawKJk9KYTc9+Iyg873li33sore2CzpPqQDApizfwrRarcXjWyqztI7Jk1LYyv05thbPJWg0WjZcsZ698Idjr693f3OwWz5DTHp1M3vspyNG/y7UNnl9/RnWb+Eal3oeNwdAKjMQh6GMIkKIqPgIf/9FawB0/hIvVnaFrb1izZw5s1OZTyZfhrAAH6vKfOmwnlh29XCcKqzFlR/swpTXtuL9rZm4cmQMPr9jnOTbPZB6VozUyyf1LCx3FhHog9euHYnTyZdhd9JsbHl2JjY9PQN3Te0DLw/bHpek0G5X0uWD0SciAI+sPIJsE23WlNe34NlVx9EnIsDqNtDEYiiDQavVYvw1D+Kr3VlWtQWiVCpR26TCcMX6jnkxF/4av2B0LDgO+OWQ8Z7vLLkeMsbw97FCjE8IQ68wf0cX226W7K8x8WGICvLBL5+9Ldg8axpbceBCpdtkExlSUN2E3PaG/81tE2uufXvP8+0TGW7I2l3IZBzGycOs7kHOUkqlElotQ2p2JaZe/5BDliFlo3uH4lie43uVO5xThaGxwZJ/HheEoeiRlH7cIaOotbWVNTc3WxyFJ6Q7sObrLSTwVd5SGo2WzXt/FwPAmlT/fW2wdl7VDSr2/uZz7ONtmex8aZ3V5ZACsfabpRxZPluzEPgyuWoWQ3fgipkn2eX1bFTyBjb7zW0GrydZZfVsxutb2aDFa9mJvGoRSmg/3fP510O5TJ6Uwv45VmDVPF5dc5rJk1Ikf+2y1D3fHGTjlm1kLa2GM+J0GVvn1Oy27Jsf9mULXTyHsHTfKVanMQCsrrlVkHn+dSSfyZNS2OGcyq7LkvC1wVKPP7ewU9aPkOfI/d8dYpNf3ey270m6+//T7ZlMnpTCimuaBF8OAJZeXMvkSSnst0O5gs9f6j7b0bZty+qaO4YJfb9WqTVs8OJ1TLE6TaBSSwOMZBRxzIqvLWJITExkqampYhfDLmfOnMFvv/0GAPD19YWPjw98fX07/Vv/t+6//fz84OfnB19fX8hklARG3AfHcW0XIo5Dv4Vr0Cd3LTb9+KHR8cQqnzV+S83D87+fQM6KeZ2mtXRezmp00BnLEWu/WUoq5VMqlQYziRQKhctmM3QXUjmGLHHgQgUe+OEwVGotnrt0EGYOjIS/twfWnizCJ9vPQ8sYvrprPMa6WLsL/LVM95qm0TIs+Gg3yutU2PLsTARY0DB1ZmkdLnt3F64d2wt+aX+6xbm37Wwp7v72ED64eQyu0mnbztD139ix/MjKw9idUY59Cy+yaDuKzdw5acv11pLz/NGVR3AwuxIHFl4EmaxzOzuudJ0whjGGqa9txfC4EHx+R6Jg69TcqsGYpZtw7bg4vHz1CAFKKj262+pUYQ2ufH833rp+FK4d10vw5Xy9+wKS/z2NXc/PRu8e0s8AFNKh7Epc/+k+fH77OFwyrGeXvwtxzJ7Mr8FVH+7uck11dRzHHWaMJXYZLvULlzsEiioqKpCeno6WlhY0Nzd3/Db0b3P7w8fHpyNwxAePdP9vbJiXl5eT1pYQy+kGiq79eA9atQyrH53aZTyxemzQv6mYK0dlgwoXvbUd/SIDMax4Q6eHUUtvUM56oHTGcqTe04YUy+cOLxTdiavtr+KaZvzf78exK6Nz1+Cjeofi7RtGoV+k6/U4ZGwfHM6pwrWf7MVDM/vhhcsHm5wHYwy3fXUAJ/NrsO25WRZ1QOAKNFqGmW9sQ68wP/zywOSO4Ya2maHrYV5lI2a+sQ33z+iLhZcPcUaRbWJL8EerZfDwkOG+7w7hizu6vB9ZNc/6FjUmvLIZV4+Jw6v/6xrscLXrhDEzb3oEO3/9pMtwez5q8MHMb+8ej1lu1lscT3f/a7UME17djGn9I/DuTWPsnjd9aPpPi1qDkcqNuHWiHEuu6lp9Wojz8Lu92VD8cwp7X5iD2FA/u+YlJRQocgGMMbS2tnYJIjU1NXX81v/RHa7VGu/hw8PDA/7+/vD390dAQAACAgI6/V//t6+vr1v3PEDEY+ymdsltjyGj12U4+tIlCPEXL7Bp6qabnJzc0WaFoRvw878fx59HCrDmiekY1DPIYV8u9ctrzcMAP767PLi6G9ovrkWKwUZzGGM4VViLjNI6VNSrMGtQFPpHuV6AiGcqoP9/q47j72MF+PHeiZjY13j7J1/vzsLSlNNYumAY7pic4OASO9fH2zPx+vp0pDw+DcPjQgBYfp15OeU0vtmbjV3Pz3aZlyJrrqEcx2HAorU4/NLFCPI1/txhbp4/HcjFor9O4q9HpnT0vuSOL/B7Mstx65cH8Pnt43Dp8BhB7lWL/jqJ1UcLcGTJXPh4uk+bL6b2f9XgBdiTWYGDi7pmn9mD4zgMW7IeC0bH4hUDAcvu4JYv9qOqsRXrnpze5W9C3K+f+PkoDmVXYt/Ci+yaj9RQoMjNMcagUqkMBpD4n8bGRjQ2NqKhoaHjt0qlMjg/juMQEBCAwMDALj9BQUGd/u/t7W1wHoSYo/vwxaeMfnrbOFw2vGvKqBj0Hw51M6D0r51rThTh0Z+OGP16bepB054HSmseit3xwdXduGLggbgnKR+LlgT0AaC6UYVrP9mLsroW/P7wFAyMDuoyzebTJbj/h1RcMjQan9w6TtAXNymoaWrFzDe2QZv6G07++1WXvxu7/tc0tWLaa1sxe3AU3r/Z/swHZ7HmnvjAU0nY6DsDy68ZgZsnxNs8z/kf7kZLqxbrn5pu8COru3wAaNVoMW7ZJlwyrCfeumG0Teuke11hjGHS8i0YGx+GT24bJ3BppUN///9+OB/PrTqOtU9Mx9DYYEGXI09Kwae3jcVlw2MEm68r+WBLBt7adA5HX5qLsABh308ZY5i8fCsSE8Lw4S1jBZ232ChQRAxSq9Vdgkf874aGBtTX13f6MXS8eHt7dwSNgoODERwcjJCQkE6//f39KUOJdKF782zVaDE6eSOuGdsLy64eLnLJ2nAc1/HioU/34XrDqWI8uvIIRvcOxQ/3TjTYE4Kxr976L2PGHiiNvbRZ+wBqKthFCCE8V7lGGAvo8/KrGnHNx3sh4zgsv3YEZg2MBMdx0GgZ/jicD+W/p9A/KhC/PjDZbXux+XLXBby85gx+uHcCpg+ItGjfKlan4Yf9OUh5XNiXWUezJsDJGMPl7+0CAKx70nCQx9w8+TZnFFcNxd1T+xgcx1XOJUs89ctR7DhXhqvUe7B0qfW9dOpuC769F0e01yMl+vu/uKYZk5ZvwaIrBuOBGf0EW86ltz8uicx8MaVmV+Li2x7DL5++JViwjD//M0rqMPednXjtmhG4yURg2RVRoIjYjTGGxsbGToGjuro61NfXo6GhAXV1daipqUFtbW2XanCenp5dgkjBwcEICwtDWFgYQkJC4OHhng9oxDj9h697vj2ErPIGbHtulmhlAoCimia8tu4sfvjoTYRNvxW+njKoU3/DuXXfdBl3xo0Po7DfPAyPC8H390wwmr5uLCBk7iXH0HBrM4Mok4gQy0k5k8aZXOXl1pKA/unCWjy88jByKhoxTh6G6GAfnC9tQHpJHcbGh+LT28YhKthXhNI7R4tagzlv7kCInxdSHp8GDw+ZyX2bVlCD+R/uxu2T5EheII0PN47y66FcJP1xEr88MAmTTFRPNGbJ6jT8cigPBxddhFB/wxkM7nRNWXuyCI+sPNKxvfQ/eplbV93rytsb0/HhtkykLp6LHgJnf0iJoW1yyTs7EBXkix/vmyjYcq79ZC/URtr67C5Uai18vDyw5O+THdcue88//pjlqyjvTpqNXmHu1VA4BYqI0zDG0NDQ0BE04n/zPzU1Nairq+vychwSEtIRONL/8fNzjbrxxD5f7c7CMgdchK25SfyWmgfF6lPQMobrE3sh1M8b9S1qnCupw88PTIY8KQU5K+ZBnpQCAPD2kGHB6Fi8dNVQBJto40CfsUCRtZlDtmYU6S/HnR5kibRJ7VizNKuvO3DFoLKl+0+l1uLH/Tn4LTUPGi2Dv48n7p3WB1eNjDGb8Sy1Y9YWq48V4MlfjuGZuQNRuWul0fXRahmu+3QvcioasfW5WQjxc+/MhOZWDSYt34JJfcLx6e3WVX+qaWzFtBVbcdGQKEEaJnYFixYvwe+YjJvH90byguFdnmWMNZRu6LoSf/EdmHrDw/jp/knOKr4kKJVKeCbegO/35ZhtH8tStc2tGLN0Ex6e2Q/PXTpIgFK6Lo7jcPFb27HpmZkd/7fnns5PL5WP2Y5AgSIiKVqtFnV1daiurkZVVRUqKys7/l1VVYWGhoZO4/v7+yMiIgLh4eGIjIxEREQEIiIiEBISAplMJtJaEKGlF9fh0nd3YsW1I3DjeOHSOi25STDG8MHWTLy96Rym9g/Ha9eM7NK1qEKhwC0PP4fBMcH4fm8WAOCy4TGIDLKshxxjD0u689cP3ph7abM1UGTpcEKEJrVjzdKsvu7GWFBZ6hyx/9zhmGCM4elfj2H18UJ8fed4zB4c1WXfMsaQ/O9pfLs3G2/fMArXjHXf6kC6Xlt3Fp/vPI9dSXMQp9Not7lj/+2N6Xh/aybWPTkdQ2KCXe5csQXHcXh05WHsyijHgUUXwc/b02ygSH96xhj2ni/HLV8cwLs3jsbVY+KcuAbi4zgOB7MqcP2n+wTrZn3dySI8rJPp1d2Yel7WbbfO3vlNv/Fh7PzlY5vLKVUUKCIupaWlpVMQqaKiAuXl5SgvL0djY2PHeJ6enggPD+8IHOn+eHp6irgGxBaMMUx5bSuGx4UY7K7WVuYeXBQKBTwSb8TXe7Jwzdg4rLh2JLw8jAcghXgYtOQrnKHx7S2LtRlLhAhNaseapW2RdTeu2p6ZI17WXW0bGNOk0uDaT/Yiv6oRH906FjMGRnVar0+2n8eK9Wdx77Q+WHzlkG7TtmRBdRNmvbENC0bH4c3rR3UMN7XfqxtVmLZiG2YMjMDHt44zO7674DgOdz/+f/jmgzfMjmvo+slvo6d+OYotZ0uxQLMHLy9b2i2CbDyO46DWaDHx1c2Y2DccH+k1jGzLtnh05REcyKrEgUUXwcPNGuS3FsdxCJl6M2r2/Nzlb7bc0zmOw/7z5bjx8/347PZxuHSYNDrcEZKxQBEYY5L+GTduHCNEV0NDA8vJyWGHDx9mGzZsYCtXrmTvvfceS05OZkqlkimVSpacnMw++ugj9scff7Ddu3ezzMxMVldXJ3bRiQUUq9PYwBfXsvrmVvvmo1AwAF1+FApFp/G0Wi0DwORJKUz5TxrTarV2LddSbZffrr/NjW8t/fXV/5u5bWRqeuJ8rro/LD0fpVAeW881d8PvG3fdHuaOPakds0LJrWhgs9/cxuRJKQwA+/toPvvnWAG74dO9TJ6Uwp74+QjTaJxzH5SSV9eeZvKkFHY0t6pjmKlj/431Z1nCCynsbFGtReO7MmPnwtAr77H6WUahULDqRhUb+OJa9uJfJ7pM5+rnlzHGtmHEjFtZk0rdaVxrj6O65lY2aPFa9tLfJ4UssssCwMYt28QeXXm44//2zu/NDWdZ34VrWE2TSogiSg6AVGYgDkMZRcRtqNVqVFZWoqysDKWlpSguLkZJSQlqamo6xgkMDER0dDRiYmIQFxeHuLg4BAV17S6XiGf/hQrc9Pl+fHzrWFwxQpgeC0x95ftqdxbum94Xi/86iaULhjntCyr/RcPSLAZbv7ZZ+oWTqqS5BnfYH1JbB6p61pUrtlVkLWv2szsdE8b2ba85t0OhVOKOyQnw9ux+VfrrW9SY/eZ21O35CekGOq7QPfazyxtwxfu7MHtwFCLP/eP254ou/lz4aFsm3tiQjpwV86zKjgaAH/Zl46XVp/DvY9Mwsneo1dO7Ot11lSel4Ks7E3HRkOguf7cU3/7YqocmY3xCD0cU2aUolUq0jLwG/x4vwuGXLoavl6ddx5RSqcTRyLnw4IA/H3HPhsKp6hnptpqamlBSUtIROCouLkZpaWlHz2zBwcEdQaO4uDjExsbC29t9e1+QOo2WYcIrmzGlfwQ+uFmYxiGtaVxRrIc7Rz0cUaDIvbjD/pDaOljaoHx3JbX9JZTuGijSxXEc0otrUdvUilG9Q01Wue4Orn/gaRzqcXFHt+WG9rtKre1o7Hvtk9M7tWnkrseJLn4dS+uaMWX5VvTOWoNtP3/Ucd00dv3kh6s1WvS//B7kbPrO6DLcNcjG0w0UDV+yHpeP6An/tL9sfia977tDOFVYiz1JcyDr5tXOeFvPluCeb1Px7d3jsf3nj+06nopqmjB5+VY8d8lAPDZngHCFlBBjgaLufUcg3YKfnx8SEhIwadIkLFiwAA8++CBeeOEF3HPPPbj00ksRHx+P4uJibN68Gd999x1ee+01fPrpp1i3bh3OnDnTqU0k4ngeMg5zh0Zj65kSNLdqBJmnQqEwOOz2rw5g2JL1AP6rhusODydKpRIcx3VkR/H/NrVuutvIlumJ47jb/jB0PopJvzyuul2JeebOJWP7XmrHrJAGRgchMaGH2SBRdzgvfv/iXVwxoideXXsWfx3N7/J3xhje2HAWJ/JrsOLaEZ2CRN0Ffy5EBfliweg4FPabh6KaJrPnEB8E+fNoATD2emw8VdwRVNM/v5KTk136HmcKv078NSht6WV44/rRUGu0UCgUHdvE0mfSmsZW7DhXhnkjYyhIpGNKvwj4e3tg0+kSu4+jdSeLAUCwWg6uhDKKCGnX0NCAgoICFBQUIC8vD3l5eVCr1QCAqKgoJCQkQC6XQy6XIyAgQOTSurdt6aW4+5tD+PquRMwZHG1+Ahv8e7wQj/98FMqrhuLuaX1F/wroqCwGoboFJdJA+4M4m7tmWBk6l7rb+WXNvu0O24bjODS3qnHX14dwKLsSAwvW47fP30agjycqG1RY9OdJrD9VjFsmxuPV/43oMr27nivG5Fc1Ys6bO/C/MXFYcd1Ik+NyHIeWVg1mv7kdEYHe+PvRqR2B2u5W9YzHcRz2ZJThli8P4PXrRuLG8fFWb4Pv9mZD8c8p/PPYVIzsFerYAruYR1YeRmp2FfYvvMiuINr1n+5FXbMa65+aIWDppMVYRhF1C0VIu4CAAAwcOBADBw4E0NbmUWFhIbKzs5GTk4OjR4/i4MGDANoCR/3798eAAQPQu3dveHh4iFl0l2HpQ9SUfuEI9vXEn0cKHBIo0mgZ3t50DkNignH75ARkS+BrcXd6uCSEuA66Nrkv2rddq6H7erW9Go1ZcB9OD74aU5ZvQYi/F0pqWwAGLLx8MO6b3tfovLqTXmH+uG2SHN/uzcL9M/qgf1TnNj/1t62PV9uz8l2PPQeOmwbgv2wid87aM2Vyv3AMig7CN3uyO4ZZui2WKBTYFjATY+JDMSIuxEEldF2XDO2JtSeLcTy/GmPiw2yaR0ltM1JzqvD0xQMFLp1roKpnhBjh6emJ+Ph4zJgxA7fffjuSkpJwzz33YM6cOfD398f+/fvx3Xff4Y033sCqVatw7Ngx1NfXi11sSTNU/9oQH08PXJ/YG+vTilFS2yx4OdalFSGrvAGPz+kPD5l7pjfz7H346q4Pb1JF+8Nx3Pk6QLrizyV3q9oppO6wbZRKZUc1H+C/Kj9H/v4Cqx+diouHRiNR3gN3TpZj9WNT8eDMft2++3Fdj83pD39vTyz6Mw2tGm2nv+lv22FL1uOmz/bh6/df7zSO7u/udI9TKBRITk7GxmdmdmSrcByH5ORki86xZUuXIq+yCQ/O6Ou0jlhcyezBUfDxlOHPIwU2z2N9WjEYA64Y0VPAkrkOqnpGiI1aWlpw4cIFZGRkIDMzE3V1dQCA3r17Y+jQoRgyZAhCQijCr8uadNrs8gbMfms7npgzAE/PFS6SzxjDle/vRrNag01Pz6QHPgt1t5R6IhxXOXa6U5UHYhgdA8Z1h23THdbREfhet26bFI+Xr+5aJa+5VQM/b0+MTt6ANU9MR2w3bNvJlOZWDSYv34JjiktNHn+691LGGGQyGWa8vhVbn51Fz7JGPP3rMWw+U4KDiy6Gn7f1tT9u+GwfqhpU2PTMTAeUTjqoMWtCBObj44MhQ4Zg/vz5ePrpp/Hggw9i1qxZUKlU2LBhA95991189dVX2Lt3L6qrq8Uurmhs/SKZEBGAWQMj8dPBXKjUWpPjWmP7uTKcLqrFw/RV0CqWZoMRoo+OHUKIK+hO2SxCWjA6Dg/O7Isf9+finU3nOj2zVTWo8MTPRxEy9Wa8feNoChIZ4OvlgdsnyQEAx/KqjY7HZxpxHAeZrO0Vfufzc+DpIXOJjzFiuGl8b9Q1q7HmZJHV02aW1uFgViUWjI7tNLw7bWsKFBEiAI7j0LNnT8ycORMPPfQQHnvsMcyZMwcajQabNm3Ce++9h2+//RbHjh2DSqUSu7hOZSyt25IL7R1TElBW14J1aZZd4C2Z58fbMhEX6oerx8RZNE9CiPvqDlVriOUoUGBcd9g21p73dJ34z/OXDsb8UbF4b0sGLnt3J97edA5vbkjH3Hd2YOvZUry5/GXMHhQldjEl64GZ/RA7+3YsWZ0GrdZ0VlFzqxpz3twGAGhsUXcMJ50plUpM6NMDfSMC8OuhXKun/2ZPNrw9Zbh5Qnyn4fzHr+6wzanqGSEOVlVVhbS0NBw7dgyVlZXw8vLCsGHDMHr0aMTHx3eresXWpnVrtQyXvbcTTa1t1cR8vUynjZqb/8GsStzw2T4kzx+GO6ckWFyO7kq/IUqeQqHoFjdIYjtXPHao2gkhxBp0zehqW3opXl1zBhmlbW12juodiuX/G4GhscEil0z6/j5agKd+PYbXrhmBm9qDE8bupSFTb0bNnp+7XU9x1uC3y2c7zmP5urPY/MyMLg2uG1PdqMKk5VuwYFTXHv3csYc+qnpGiEjCwsIwffp0PPbYY7j77rsxfPhwnD59Gt9++y0+/PBD7N27F01NTWIX0yms/SIpk3FQzh+GvMomfLz9vN3L/2hbJsIDvHFDYm+759Ud2JMNRro3OnZcE+0fQog9Zg+KwsanZyBr+RXIWn4FVj86lYJEFlowOhbjE8Lw2vqzyCxta/dUqVRCoVB03EvPFNVgwItrMTC6LeBB2bDmXTuuF3y9ZPhwa6bF0/xyKA/NrVrcPS0BgOHsY364O6NAESFOwnEc4uPjMX/+fDz77LNYsGABAgMDsWnTJrz99tv4999/UVJSInYxHcqWC+qUfhGYPyoWn+44j+zyBoPztKTqSFpBDXacK8M90/rY1KAdIcS9dYeqNeZQe1KEmEbVVc3jt0l3ypgXAsdxeP26UfCUyXDLFweQ1f7Mq3tdvunz/Qjx80LKN+/RxxgDDJ2fkUG+6J21Bn8fK8TJ/Bqz86hvUeObPVmY0i8cg3sGd8yXMdblOSE5Odmtz3+qekaIyIqLi3Hw4EGcPHkSarUaffv2xbRp05CQkEA32Xaltc2Y89YODI0Nxk/3TYSnh+EYt6k00EdWHsauc+XYs3AOgn29HFlct+QqPVcR6aFjx3W4Uyo9IY5G5wtxhHMldbjp8/3gANw4vjeSLh+CV9ecxtsrXsGQK+/FD/dOgDw8oGN8Og4N090utc2tmPXGdgyKDsJP9080+X61LOU0vt6ThT8enoKx8WFG5+tO252qnhEiUT179sT8+fPxzDPP4KKLLkJpaSm+//57fPXVVzhz5ozbXITsERXsi6ULhmHjDx/grU3nrJ7+fFk91qUV444p8k5BInp5tRxtK2Irdzh2XH0dTJW/u2RIuNv6EELc08DoIEyp2YojSy5B0uVDAACLrhyK8p0rMbFqS6cgEUDZsJYI9vXCE3P6Y9+FCmw4VWx0vLSCGnyzJwu3TIg3GCQCutf2powiQiRGrVbj+PHj2LNnD6qqqhAdHY2LLroI/fv37/YZRhzHQZ6Ugi/uSMTcodFd/m4sc+H/Vh3HvycKsTtpDiICfTrNT4hrIGVMEOLeXP3LoaXld/X1NMWd142Ig+79xNFK65oRHeyHuuZWBPp4il0cl6J/fqrUWlzzyR5klzfiz0emdLTzxKttbsXNn+9HSW0Ltjw7EyF+pmsfuNP5byyjiAJFhEiUVqtFWloatm/fjqqqKsjlclx88cXo1auX2EUTDcdxuPL9nbhQ1oDfHpyM4XEhZqcpqG7CzNe34bZJcijnD+syPyGugfQCQoh7c/VznAJF7r1uxrjTiwwh7srcedodr12OUlTThPkf7oGvlwy/PTgZMSF+AICyuhbc+fVBnCupw5Sarfj+ozdFLqlzUdUzQlyMTCbDyJEj8eijj+Lyyy9HeXk5vvrqK6xatQq1tbViF89p9KtFrHliBs4suxyX3P448iobzU7/yfa2Xg4emNG342bcHapZEELs4+rXClvK724p9a6+D+1FjZMTIn3mzlN3uy6LKSbED5/fPg6ltS2Y+fp2PP3rMTz+81Fc9u5OXCivx5d3JuKHj98yOG13uW/ooowiQlyESqXC3r17sWfPHnAch5kzZ2LSpEnw8Og+PXjxX1UyS+tw7Sf74O/tgW/uHo9fPn3b4AX8TFEtrnx/F26dKMeyq4d3+Spjz1capVJp8OauUCi65c2EEHfm6l90Xb38QuiO26A7rjMhrobOU+fLqWjA17uzsOpwPmr3/ISr730K90/vi1G9Qzv2h36mlzvvJ8ooIsTFeXt7Y9asWXjkkUfQt29fbN68GZ9++imys7PFLprT9Y9q67VAyxiu+2SfwYANYwyKf04hxM8Lz14yUPAy8F1lUtekhBBCpKK7Z1ER4groPBWXPDwAyQuGI015KQq2/oCIc/9gdHxYp/2RnJzc7fcHBYoIcTFhYWG46aabcMstt0Cj0eC7777D2rVroVKpxC6aw+mm3w6LDcHfj05Fr7C2+sU/H8ztNO7fxwpwMKsSfXLXIizAx+DNmNJ5CSGWcPVrhauXXwjdZRvQRwzHo21J7EXnqTTIZG3vBob2B687B/So6hkhLqy1tRVbtmzBgQMHEBYWhgULFkAul4tdLKcwVvXrkWdewKgF92HF+nQMjwvBnw9PgYfsvwu8I6551GAoIYQQqXHnqhJiou1qOXo+Mo+OJ+cz9g4xc+ZM7Nixo8twhUKB5ORkt91P1OsZIW4sJycHq1evRlVVFSZPnoyLLrqo27VdtOzfU/h+fw5Uai0A4PLhPfH6dSMR5OvVaTypX/MIIYQQIdBLumPQs4TlaFuZR+epc5lre0i34xuh2jWVOmqjiBA3JpfL8dBDDyExMRH79u3Dd9995xY9o1lz41w8bygOLLwIS+YNxVvXj8LHt47tFCQCuk/VA0IIIYS/h9JLqP2oTRniKHQMOZe5XuaM7Y/u+A5BGUWEuJm0tDT8888/8PLywrXXXou+ffuKXSSbWRq9p68xhBBCiGHu/CVcDLQ9TaNeYYmUGcsg0ted3i2o6hkh3UhZWRl+++03lJeX46KLLsLUqVM7voK5EnoYI4QQQuxD91Jh0fa0HG0r4XWnAIZQKHhpml1VzziO681x3O8cx9VwHFfLcdyfHMfFW7HwIRzHreI4rpzjuCaO49I5jnvSmhUghFguMjIS999/P4YPH44tW7bg33//hUajEbtYFhEyvZsu/oQQQrojqirlON2xCgqRDnNVp0hX1MucbcxmFHEc5w/gOIAWAIsBMAAvA/AHMJIx1mBm+kQAWwFsB/A1gBoAAwAEMsbeNldAyigixHaMMWzbtg27du1C//79cd1118HHx0fsYlnM3i9R9CWLEEJId0f3QmFQJof1aJsJj85n+9D268qejKL7AfQFcDVj7G/G2GoA8wHIATxoZqEyAN8D2MIYm98+/TbG2OeWBIkIIfbhOA5z5szBvHnzcP78eXz77beoq6sTu1iio4cWQgghhFiDMjmsR89bttPddpQhKBzKCLScJYGi+QD2M8Yy+QGMsSwAewAsMDPtLABDAFBQiBARjRs3DjfffDMqKirw9ddfo7q6WuwiWcTYxdzUjdGSmyk97BFCCOku6MWIENej+6xKVaeEQ9vMcpYEioYBSDMw/BSAoWamndb+25fjuP0cx7VyHFfKcdz7HMf5WVNQQoh9BgwYgLvuugvNzc345ptvUFlZKXaRzDJ2MedvnsZ6KVAoFHQzJYQQQkAvRvagTA5CSHdlSaCoB4AqA8MrAYSZmTa2/fevADYCmAvgdQD3AfjJwjISQgQSGxuLO++8E62trfjuu+9cJrPIGGOZQYaG08MeIYQQQqxBmRzEmSx5VqUMQeIsFvV6JsD8f2SMLWGMbWeMvQkgGcDVHMcNMTQRx3EPcByXynFcallZmYOLSEj30rNnT9xxxx1QqVT44Ycf0NBgsj16yTB08+SHG6N7M6WHPUIIIYQQIlWWPKvScytxFksCRVUwnDlkLNNIV0X77016wze2/x5jaKL2xq4TGWOJkZGRFhSREGKNnj174pZbbkFtbS1+/PFHqFQqsYtkFn/z1P+SkpycDI7jMGvWrC6BpOTkZLqhEkIIIcRulMlBiPug9wPzLAkUnUJbO0X6hgI4bcG0pmgtWD4hxAF69+6NG264ASUlJfj999+h1brG6chf2PW/tmzfvt3ijCF62COEEEKINejFkjgTPas6FnVsY54lgaJ/AEziOK4vP4DjuAQAU9v/Zso6AC0ALtUbfln771TLikkIcYQBAwbg8ssvR0ZGBjZs2CB2cSxm782THvYIIYQQ4+g+SYi46BwkYrMkUPQFgGwAqzmOW8Bx3HwAqwHkAfiMH4njODnHcWqO45bwwxhjFQCWA3iI47hXOY67mOO4FwAsAfAdYyxTwHUhhNhg/PjxmDRpEg4ePIhjx46JXRyL8DdPYwEj+gpDCCGE2I6+thNC3A11bGMdjq+mYXIkjosH8A7aei3jAGwB8BRjLFtnnAQAWQCSGWNKneEcgKcBPAIgHkARgO8ALGOMtZpbdmJiIktNpcQjQhxJq9Xixx9/RG5uLu69917ExMSIXSRCCCGEiITjOFjyjkAIIa6IrnH/4TjuMGMsUX+4Rb2eMcZyGWPXMsaCGWNBjLGrdYNE7eNkM8Y43SBR+3DGGHubMdafMebNGJO394BmNkhECHEOmUyGa6+9FgEBAfjtt9/Q3NwsdpEIIYQQ4kT0tZ0QQgjPokARIcT9BQQE4Prrr0dNTQ3WrVsndnEIIYQQ4kSWdM1NCCHugJqpMI8CRYSQDr169cKMGTNw4sQJpKWliV0cQgghhBBCCBEUBcDNo0ARIaSTGTNmIC4uDmvWrEFdXZ3YxSGEEEKIk9HXdkII6d4oUEQI6UQmk+F///sf1Go11q5dSw29EUIIId0MfW0nhJDujQJFhJAuwsPDMWvWLJw9exanT58WuziEEEIIIYQQQpyEAkWEEIMmT56MmJgYrFu3jnpBI4QQQgghhJBuggJFhBCDZDIZrrrqKjQ0NGDnzp1iF4cQQgghhBBCiBNQoIgQYlRMTAxGjx6NAwcOoLKyUuziEEIIIYQQQghxMAoUEUJMmjNnDjw9PbFx40axi0IIIYQQQgghxMEoUEQIMSkoKAjTpk1Deno6cnNzxS4OIYQQQgghhBAHokARIcSsiRMnIiAgANu2bRO7KIQQQgghkqFUKsUuAiGECI4CRYQQs7y9vTFt2jRkZ2cjKytL7OIQQgghhEhCcnKy2EUghBDBUaCIEGKRxMREBAUFYdu2bWCMiV0cQgghhBBCCCEOQIEiQohFPD09MX36dOTl5SE7O1vs4hBCCCGEiEKpVILjOHAcBwAd/6ZqaIS4Jjp3u+KknhmQmJjIUlNTxS4GIQSAWq3Gu+++i9jYWNxyyy1iF4cQQgghRFQcx1GmNSEurjufxxzHHWaMJeoPp4wiQojFPD09MX78eGRkZKC0tFTs4hBCCCGEEEIIERgFigghVhk/fjw8PT2xb98+sYtCCCGEECIqhUIhdhEIITagKqSmUdUzQojV1qxZg6NHj+Kpp55CYGCg2MUhhBBCCCGEEJtQ1TOqekYIEcCECROg0Whw4sQJsYtCCCGEEEIIIURAFCgihFgtMjISvXr1wrFjx7pt9J0QQgghhBDi+qgKaVcUKCKE2GTMmDEoKytDQUGB2EUhhBBCCCGEEJtQu0RdUaCIEGKTYcOGwcvLC0ePHhW7KIQQQgghhBBCBEKBIkKITXx8fDB06FCkpaVBpVKJXRxCCCGEEEIIIQKgQBEhxGajRo2CSqXC+fPnxS4KIYQQQgghhBABUKCIEGIzuVwOX19fnD17VuyiEEIIIYQQQggRAAWKCCE2k8lkGDhwIDIyMqDVasUuDiGEEEIIIYQQO1GgiBBil0GDBqGpqQm5ubliF4UQQgghhBBCiJ0oUEQIsUv//v3h4eFB1c8IIYQQQgghxA1QoIgQYhdvb2/07dsX6enpYIyJXRxCCCGEEEIIIXagQBEhxG6DBg1CdXU1ysrKxC4KIYQQQgghhBA7eIpdAEKI6+vXrx8AICsrC1FRUSKXhhBCCCGEEOJIjDGUlZWhoqICjY2N4DgOoaGhiI6ORkBAgNjFI3aiQBEhxG6hoaEIDQ1FdnY2Jk6cKHZxCCGEEEIIIQ5QXV2NvXv34syZM6ivr+/yd47jIJfLMWrUKIwcORIyGVVickUUKCKECCIhIQFnz54FYwwcx4ldHEIIIYQQQgAAzc3NyMrKQk1NDZqamhAQEICwsDDEx8fDx8dH7OK5BJVKhc2bN+Pw4cMAgMGDB6N///7o2bMnAgICoNFoUF1djezsbJw+fRqrV6/G3r17cckll6B///4il55YiwJFhBBB9OnTB8eOHUNxcTFiYmLELg4hhBBCiNtQq9XIz89HSUkJGGPw8vJCXFwcoqKiKGPDhLy8POzatQvnz5+HVqvt8ndPT08MGjQIU6ZMQWxsrAgldA35+fn4888/UVVVhcTEREybNg0hISFdxgsLC0OfPn0wa9YsnD17Flu2bMHKlSsxadIkXHzxxfDw8BCh9MQWFCgihAgiISEBAJCdnU2BIkIIIYSYpdVqkZOTg9LSUqhUKnh7eyM+Ph7R0dEU/GhXW1uLHTt24MSJE1Cr1V3+7u/vj4kTJ2LixImUGaOjvr4ea9euxZkzZxAYGIhJkyZh0KBBiIiIgJ+fHxoaGlBWVobTp0/j1KlTOHXqFEaOHIm5c+ciMDBQ7OJLSnp6OlatWoXAwEDcddddkMvlZqfhOA5DhgzBgAEDsGnTJuzfvx8FBQW45ZZb4Ovr64RSE3txUu/OOjExkaWmpopdDEKIBT744ANERETg5ptvFrsohBBCiKRoNBoUFBSgubkZvr6+iIyMhJ+fn9jFEkVrayt27dqFw4cPo7Gxscvfg4KCMHPmTIwZM6bbBowYY9izZw+2b98OxhhGjx6NgQMHIi4uDp6enmhqakJeXh7S0tKQkZEBPz8/XHXVVRgyZIjYRRddXl4eVq1ahaamJkybNg2TJ0+Gt7e30fFbWlqwe/du7Nu3D/7+/rjhhhvQq1cvJ5ZYutLS0vDXX3/h/9u77/Cormvh/9+t3hGoIKHeUAXRq+k23d0GO244dmKnvbFzf8lNN76+Se590xyX5I3jOMR27LjhQjG9gxBCQiBADXWQRJNQ7zq/P2ZGFkIClanS+jyPHsGZc/bZmj3trFl77YCAAB555BHc3NyG1I6/vz+PPfbYoNsRxqeUStc0bdoN2yVQJIQwlk2bNnHmzBl+9KMfjdgPdkIIIUR3dXV17N69m+zsbFpbW7u229vbk5SUxJw5c0bUiqGlpaV8/vnnVFVVER8fT1JSEmFhYTg7O9PQ0EBJSQlpaWmcP38ef39/HnroIUaPHm3pbptVc3Mzn332Gbm5ucTHx7N06VK8vb373L+8vJwtW7ZQXl7OzJkzWbp06Yj9HJadnc3HH3/MqFGjWLt2LWPHju33sZWVlXzwwQfU1dVxzz33kJSUZMKeWr9z587x3nvvERoaysMPPzzkjLX8/Hw+/PBDfHx8WLdunWQWWQkJFAkhTC4rK4uNGzfy9NNPExQUZOnuCCGEsAKaplFcXExWVhYNDQ04OTkREhLC5MmTcXR0tHT3TCo9PZ0dO3bQ0dFBcnIy0dHReHl50djYSF5eHqdOnaKjo4OVK1cyZcoUS3fX5AxTWLy8vLjzzjuJiIjodT9N08jJyeGLL77Azs6OtWvXEhoaaubeWkZLSwtvv/02lZWVLF26lBkzZvRrkZD29nZ27tzJsWPHmDhxInffffeICxbl5eXxwQcfMG7cOB555JFBBSIaGxv54IMPKCsr48EHHxyxGVqVlZX84x//YPTo0Tz55JNGm9ZYUFDAe++9R0REBA8//LDULLICEigSQphcbW0tf/zjH1m2bBmzZs2ydHeEEEJY2OXLl/noo4+4fPkyzs7OeHt709zcTE1NDR4eHtxxxx1MnDjR0t00iQMHDrB3714iIyNZtWoVY8aMuWGfxsZGPvnkEwoLC5k+fTorVqwYtiuHnj59mo0bN3ZdxPdn2t3Vq1d57733qK2tZd26dcP+S6i2tjb+9a9/UVZWxtq1axk/fvyA2zh48CB79uxh0qRJ3HXXXcP28dRTWVkZ//znPxk7diyPPfbYkLJVWlpaePfddykvL+fhhx8ecSt2NTY28te//hWAp556Ci8vL6O2f+LECb744gumTp3K6tWrjdq2GLi+AkUjK8wshDApLy8vRo0aRWlpqaW7IoQQVq2trY3i4mIOHz7MiRMnaGlpsXSXjC4nJ4c333yThoYG7r33Xv7jP/6DZ599lueee44nnngCb29vPv30U44ePWrprhqdIUg0ceJEHnnkkV6DRKArRPzII48wa9Ys0tLSOHTokJl7ah5lZWV8+umnhIaG8thjj/W7NpOPjw9PPvkkHh4evP/++1RXV5u4p5ajaRqff/45JSUl3HvvvYMKEgHMmzePBQsWkJmZyYEDB4zcS+tUX1/flak22Eyi7pydnXnkkUfw8/Pjk08+4dq1a8bpqA3QNI0vvviC+vp6HnroIaMHiQAmT57MnDlzSE9P5+zZs0ZvXxiHBIqEEEYVGhpKWVkZ1p6tKIQQllJSUsIrr7zCP//5T3bt2sUXX3zB7373O3bs2NHr8s22qLi4mA8//BA/Pz+eeeYZJk6ceN00s/DwcNatW0d8fDzbt2/n8OHDFuytceXl5XUFifoz/cfOzo6lS5cyYcIE9uzZw+nTp83UU/Ooq6vjww8/7KoZM9ApLB4eHjzyyCN0dHTw/vvv09bWZqKeWlZ6ejpnzpxhyZIlQ66Ns2DBAiZOnMi+ffvIz883Ug+tU2dnJ5988glNTU2sXbvWaEWSXVxcWLNmDZqm8dFHH/W64txwdPz4cXJzc7n99ttNuorx4sWLGTduHJs3b6aurs5k5xGDJ4EiIYRRhYSEUF9fP6K+fRFCiP46evQo//znP3FycmLt2rX88Ic/5KmnniIxMZGUlBQ++OCD6woe26La2lo+/vhjfHx8eOyxx/r8Rtre3p4HHniAxMREdu3aRVFRkZl7any1tbV89tlnBAQEcOedd/a7RoxSirvuuouQkBA2bdpETU2NiXtqHpqm8cknn9DS0sJDDz006FXefH19eeCBB7h8+TJ79+41ci8tr7Kykm3bthEdHc3cuXOH3J5SitWrVzN27Fg2btw4bB5PvTly5AjFxcWsWrVqQIWr+2PMmDHcfffdlJeXs2fPHqO2bY2qq6vZsWMH0dHRJi8hYW9vz7333ktbWxubNm2SL5itkASKhBBGZSg2KdPPhBDG0t7eTkdHh6W7MWQ5OTls376d2NhYvvnNbxIXF4ebmxvBwcHcc889rFy5kvz8fN577z2b/Xs7Ozv56KOPaGtr61f2iJ2dHXfddRc+Pj58+umnNDQ0mKmnxqdpGp999hnt7e3cf//9ODg4DOh4BwcH7r33Xjo7O9m6deuwuHDKzMykpKSEFStWDHllt6ioKKZOnUpKSgplZWVG6qHldXZ28vnnn+Pq6so999xjtJpCjo6OrF27lo6ODrZs2TIsHk89VVVVsX//fuLj45k0aZJJzhEfH8+UKVM4evQo5eXlJjmHtdi2bRtKKe68806z1Lby9fVlyZIl5Ofnk52dbfLziYGRQJEQwqj8/PxwdnYeVh/ihBCWkZmZyT/+8Q/+53/+h9/97nds27aNqqoqS3drUKqrq/nss88YN24c999/f68BlOnTp3P33XdTUlLCzp07LdDLoTtx4gTnz59n1apV+Pr69usYJycnHnjgARobG9m8ebOJe2g6Z8+epaioiKVLl/b7b+9p9OjRLFq0iLy8PJuv3dHY2MjOnTsJDQ012kX8HXfcwahRo/j8889tNpjaU3p6OpWVlSxfvhx3d3ejtm14POXn59v846knTdPYvHkz9vb2rFixwqTnuuOOO3B3d+eLL74YNo+7nnJzc8nLy2PhwoUmqUvUlxkzZuDv78+OHTuG7bRSWyWBIiGEUdnZ2RESEiIZRUKIIUlLS+Pzzz+nubmZGTNmEB0dTVpaGn/9618pKCiwdPcGxDD9RinFAw88cNNMk+TkZGbMmEFqaipZWVlm7OXQNTc3s2fPHkJDQ5kwYcKAjg0ICGDhwoXk5ORw7tw5E/XQdNrb29m1axdjx44d8jL3s2bNIjAwkO3bt9v0hdOuXbtoaWlh1apVRstOcHZ2ZtWqVVy9epXhsCpyY2Mje/fuJTw8nISEBJOcY+bMmQQGBvLll1/S3NxsknNYwunTpykqKuL222/H09PTpOdycXFh5cqVXLx4cVgW329vb2fbtm34+fkxc+ZMs57bzs6OFStWUFNTM2yL+dsqCRQJIYwuJCSEy5cv09TUZOmuCCFsUFZWFlu3bmX8+PF885vfZOnSpdx///18//vfZ/To0bz33ns2VfD37NmzXLhwgeXLlzN69Ohb7r906VJCQkLYunUrjY2NZuihcRw4cIDGxkaWLVs2qMDA7Nmz8fHxYdu2bTb3rf2xY8e4du0aS5cu7Xddor7Y2dmxbNky6urqOHbsmJF6aF5VVVVkZmYyffr0IU856yk6OpqIiAgOHDhg86sF7tu3j+bmZlasWGGyqT52dnbceeedNDQ0DJsL8Y6ODvbu3UtAQABTp041yznj4+MZP348Bw8etKnX5f5IT0/n2rVrLFu2DHt7e7OfPzw8nKSkJA4fPkxtba3Zzy96J4EiIYTRGeoUnT9/3sI9EULYmsbGRrZs2UJoaCgPPvjgdR9avby8WLduHSEhIXz22WdcvHjRgj3tn87OTvbt24efn1+/s2zs7e1ZtWoVLS0t7Nu3z7QdNJL6+nqOHTvGpEmTGDdu3KDasLe3Z9myZVy9etWmvrVvaWnhwIEDxMTEEBkZaZQ2w8LCiI6O5tChQzaZBXL48GHs7OyMUpi5J6UUt99+O42NjTa9Wl5tbS0ZGRlMmTLF6MG0ngIDA5kwYQKpqanU19eb9FzmkJ6eTnV1NUuWLDFLLR2D22+/ndbWVg4cOGC2c5paa2srBw8eJDw83GivX4OxePFiNE3j4MGDFuuDuJ4EioQQRjdu3DiUUhIoEsIKtLW12dSyvgcPHqS1tZXVq1f3OkXLxcWFBx98EBcXFzZu3Gj1f1tWVhZXrlxh0aJFA8o0GTt2LFOnTuX48eNcvnzZhD00jrS0NDo6OrjtttuG1E5MTAwxMTEcPnzYZlZ/y8zMpKWlhQULFhi13cWLF9Pc3MyRI0eM2q6p1dbWkpmZyeTJk002JWjcuHEkJSWRkpJiswXQjxw5Qmdn55CfM/21cOFCOjs7bT7IYQjUhIWFERUVZdZz+/n5MWnSJNLS0qiurjbruU3l2LFjNDQ0sHjxYrMG3XoaPXo0kydPJiMjQ1ZOthISKBJCGJ2TkxP+/v5cuHDB0l0RYkTSNI0dO3bwm9/8hl//+tf87ne/4+jRo3R2dlq6azd17do10tLSSE5Oxs/Pr8/93N3dueuuu7h06ZJVL5WtaRr79+8nICCAuLi4AR+/cOFCnJyc2LVrlwl6Zzzt7e0cP36c8ePH4+PjM+T25s2bR1NTE5mZmUPvnIlpmsaxY8cIDg4mKCjIqG0HBgaSmJhIamqqTU2xOnLkCJqmMWfOHJOeZ/78+bS3t5OWlmbS85hCfX096enpJCcn4+3tbZZzjhkzhsmTJ3dNM7JVaWlpNDQ0mD2byGDhwoXY2dmxf/9+s5/b2FpaWjh8+DAxMTGEhIRYujvMmzcPpZTNBzOHCwkUCSFMIjg4mPPnzw/L5ViFsGbt7e18/PHHpKSkEBMTw5IlSwgODmb79u28+eabVj2NZd++fSilWLhw4S33HT9+PJMnT+bo0aPU1NSYvnODUFJSQnV1NXPmzBnUBY27uzuzZ88mLy+Pq1evmqCHxpGVlUVjYyOzZs0ySnshISEEBweTkpJi9cHN/Px8qqqqTFYAdvbs2bS2ttpE0Ax0F54ZGRlMmDChX/W4hsLPz4/x48dz7Ngxmyv6ffToUaNk4A3U/Pnzu85vizo6OkhNTSUiIsJigQ0vLy+mTp1KVlaWTQfcQLdKZXNzc9fjwtJGjRrFlClTyMzMtPn7djiQQJEQwiSCg4NpaWnhypUrlu6KECPKtm3bOHv2LHfccQcPPPAAt912G4888ggPPPAAFy9e5LPPPrPKAG5TUxOnT59m8uTJjBo1ql/HGKb6pKSkmLJrg3by5EmcnJwGlU1kMHXqVOzs7Kx2hSdN00hNTcXf35/w8HCjtTtnzhyuXbtGdna20do0hdTUVDw9PYmPjzdJ+0FBQQQHB3Ps2DGrfN72dPr0adra2pg+fbpZzjdnzhybyT4zaGtrIz09nfj4eKNk4A2El5cXiYmJnDhxwqay1AxOnz5NXV0ds2fPtmg/DOe31vee/ujs7CQ1NbUrMG8t5s6di1KK1NRUS3dlxJNAkRDCJAxvOjL9TAjzqa2t5cSJE0ybNu26aR9KKRITE1m6dCm5ublWmdadnZ1NR0cHkyZN6vcxo0aNYsKECWRkZFhdnZK2tjays7NJSEjA0dFx0O14eHiQkJBAZmamVdbsuXjxIhcvXmT69OlGnQYSGxvLmDFjrDrz4dq1axQWFjJt2jSTrhQ0c+ZMqqqqOHfunMnOYSzp6emMHTvW6NPw+hIaGkpQUJBNZJ8ZnDlzhubmZqZNm2aR88+cOdOmstQMNE3jyJEj+Pv7Ex0dbdG+jBo1iokTJ1rle09/ZWdnc+3aNYsH3XoaNWoUiYmJZGRkWHUG9EhwY5VIG1RbW8ulS5dsLu1UiMFydHTE398fLy8vS3elTz4+Pjg7O3P+/PkBXfgJIQbPUPS2r5WGZsyYwYULF9i/fz8TJkxgzJgx5uzeTWVlZeHj40NgYOCAjps7dy4nT54kNTWVxYsXm6h3A5ebm0tLSwsTJ04cclvTp0/n9OnTZGVlmW0p6P46c+YMSikSEhKM2q6dnR1Tp05l586dXL161eyZF/1x+vRpAKOM8c3Ex8fj6elJamoqMTExJj3XUJSXl1NRUWHSpd57Ukoxa9YsPvnkE4qKisxe3Hgwjh8/jq+vr1Ez8AYiKCiIkJAQUlNTmT59+oCK7FtSYWEhly5d4u6777Zo0WWDOXPmkJmZybFjx1i0aJGluzMgmqaRkpLC6NGjiY2NtXR3bjB79myysrJIT083ycqJon9sPlBUW1vLxYsXCQoKwtXV1SpeOIQwJU3TaGpq6srUsdZgkVKqq06REML0GhoaSE9PZ8KECX0WR1VKsXTpUs6ePcuRI0dYvXq1eTvZh5qaGoqLi1m4cOGA38f9/PyIi4vj+PHjLFiwwKSZHQNx6tQpvLy8jHIxGBISwtixY0lPT7eqQJGmaZw5c4bIyEjc3NyM3n5SUhI7d+7k1KlTVnkhdvr0aYKDg01ejNje3p4pU6awf/9+amtrrfZ9Pz09HQcHB5MHznqKi4vDxcWFzMxMqw8UVVRUcOHCBZYtW2bRa5aZM2fy8ccfc+7cOcaPH2+xfgxEeno6bm5uTJgwwdJdAb6qkZWRkcGCBQtsJuAGXz0Oly9fbpX9DgwMJCIigtTUVGbNmmU17+sjTb8eGUqpEKXUx0qpGqVUrVJqo1IqdKAnU0r9WCmlKaUODbyrvbt06RJBQUG4ublJkEiMCEop3NzcCAoK4tKlS5buzk0Z+miN0yWEGIyysjI2b95MXl6e1dULOXbsGO3t7bcsjurh4UFycjKZmZnU19ebqXc3Z8jMGOwFwKRJk2hqaqKwsNCY3Rq05uZmCgoKSEpKMspnE6UUEydOpKKiwqqWZK6srKS6utro2UQGXl5eREZGkpWVZXXPt8uXL3Px4kWSkpLMcj7Dc8PwXLE27e3tnD59msTERFxcXMx6bgcHByZMmEB2djZNTU1mPfdAHT9+HAcHB4tnWsfFxeHu7m4z088aGhrIzc0lOTnZqoIGU6ZMob6+nvz8fEt3ZUBOnDiBg4MDycnJlu5Kn2bOnEldXR15eXmW7sqIdctAkVLKDdgDxAFPAI8BMcBepZR7f0+klIoEfg4Y9cq2ra0NV1dXYzYphE1wdXW1+umWwcHBaJpGeXm5pbsixJC0tLTwySef8NZbb5GRkcH777/PG2+8YTWrcmiaxunTp4mKisLX1/eW+8+ZM6dr9RhrcPr0aYKCggY9FS4qKgpnZ2fOnj1r5J4NTnFxMZ2dnUb9pt5QLNmaijsbpp0NpVj3rUyYMIHq6mqry049ffq0Sabc9cXHx4dx48ZZbaCoqKiI1tZWEhMTLXL+SZMm0dHRYbX3D+hW7Dp79iwJCQlmD6b1ZG9vT1JSEnl5eVYfXANdhmZnZ6fFA2w9xcTE4OHhQUZGhqW70m9tbW2cPn2a+Ph4iz8ObyYmJgZPT09OnDhh6a6MWP3JKPoGEAnco2naZ5qmfQ7cBYQBzwzgXH8B/gUY/ROOZBKJkcgWHveGYpbW9gFfiIHatWsXZ86cYf78+fzoRz/i7rvvpqqqik2bNllFpsOlS5eoqqrq98pLPj4+JCQkkJaWZvGMv7q6OiorK4cUbHBwcCAuLq6rILalFRYW4ujoaNSVZEaPHk1gYKDVBIo0TePs2bMmm3ZmEB8fj4ODA6dOnTLZOQbKMOUuPDwcT09Ps503KSmJiooKrl69arZz9ld2djbOzs5ERERY5PyBgYH4+/tbdYZMYWEhzc3NFgum9ZScnGz1wTXQPd9OnDhBUFAQ/v7+lu7Odezs7EhOTiY/P5+6ujpLd6dfcnJyaG5utrqgW092dnZMmjSJc+fOUVNTY+nujEj9CRTdBRzVNK1rqQVN04qAw8Dd/TmJUuprwBTgJ4PppBDCNrm5ueHj4yOBImHTLly4wPHjx5kxYwaLFi3CxcWFSZMmcfvtt1NYWGgVF7CG4MFAilJOmzaNlpYWi0/XKigoABhybZHExERaWlq62rOkwsJCwsLCjD5FIi4ujvPnz1NbW2vUdgfjypUrVFdXmzSbCMDZ2ZnY2FjOnj1rFUFZgKtXr3L16lWzZRMZGKa5ZWVlmfW8t9LZ2Ulubi4xMTE4OFim/KlSikmTJlFeXs6VK1cs0odbOXv2LM7OzkRGRlq6KwAEBATg7+9vFe9hN1NeXs7ly5eZPHmypbvSq8mTJ6NpmlUHKbs7ceIE3t7eFgvqDoSt3bfDTX8CRYlAb6HmM8At3yGVUqOBPwI/0jStamDdE0LYOkNBa2v5gC/EQHR2drJlyxY8PT1vKKY7bdo0QkJC2L59u8WXx83JySE0NBQPD49+HxMWFoaLiws5OTkm7NmtFRQU4O7uTkBAwJDaiYyMxMXFhTNnzhipZ4NTU1PD1atXTXIxaAhMWENWUVFRETD0AF9/jB8/nsbGRioqKkx+rv4wVnBzoDw9PQkPD7e6DJDS0lIaGxv7ndFoKtb0/Oipo6OD7Oxs4uLiLBZM60kpRXJyMufPn7fa4Bropp0ZpspZIx8fH8LCwjh16pTVf9atqamhqKiI5ORkm5iZMHr0aCIjIzlx4gSdnZ2W7s6I059A0Rigt8qJVcDofhz/WyAP2NDfTimlvqmUOq6UOn758uX+HjZsvPXWW8TExODk5IS3tzfh4eGsW7eu6/Z9+/axfv36G54wxcXFrF+/3ujfDu/btw+lFPv27TNqu2JkCAoKoqGhwWpquQgxEFlZWVRUVLBs2TKcnZ2vu00pxerVq2lqaiI9Pd1CPYSqqiouXrw44Is0Ozs7YmNjycvLs9gHME3TKCwsJCoqasgfWu3t7YmLiyM3N9ei088M78GmCBT5+vri5+dnFRfCRUVFeHt7M3p0fz4KDo0hIHPu3Llb7GkehYWFjBkzxix/e0/x8fFcvXqVqirr+e41OzsbBwcHoqOjLdqPUaNGERQUZPHgd28KCgpoaWmxmmlnBtZeJF3TNHJycoiOjr7hPdiaJCYmcuXKFatfZMZQx89aVo7rj8mTJ1NTU0NJSYmluzLimHQ9PKXUPOBx4FvaAEKsmqa9oWnaNE3Tpvn5+Zmug1aovLycb37zm8yZM4c9e/awa9cuPv30U37xi1907bNv3z5efPHFXgNFL774osWnEQjRXUhICCB1ioRtSktLw9fXt88pJv7+/oSHh5OZmWmxbxINF0WDmQIUGxtLU1MTpaWlxu5Wv1RUVNDY2Gi0oMr48eNpaWnhwoULRmlvMIqKinB3dzdZLY3x48dTVlZm0dpSnZ2dFBUVmW3qgru7O+PGjbOKQFFHRwdFRUUWmz5kCMZYyypLmqaRm5tLVFQUTk5Olu4OcXFxlJeXW11Nk7Nnz+Li4mI1084MPD09CQ0NtcrgGuiui2pray2erXYrCQkJKKWsNuBmkJ2dzdixY/Hx8bF0V/pt/PjxODo6Ws1iFSNJfwJF1fSeOdRXplF3fwX+DpxXSnkrpbwBB8Be/3/rDQ1bSH5+Ph0dHTzxxBPcdtttTJs2jcmTJ5s9vVkIY/H398fR0VECRcLmlJeXc+HCBaZNm3bTbJdJkyZRXV1tsWBLTk4OAQEBeHt7D/jYqKgoHBwcLHaRYOwpPBERESilLFanyJAhFRkZabK0/vDwcDo7Oy32eANdgK+lpcWsF71RUVGcP3/e4is0lZWV0dbWZrHPZWPGjGHMmDFWUYsLdPWaampqLJ5NZGAIKFhT4EPTNPLz84mJibGqpd0N4uLiuHjxolVlqRmcPXsWOzs7o64gaQru7u5ERERw5swZq51+VltbS1lZmdlrqw2Vk5MT48ePJzs7W6afmVl/AkVn0NUp6ikBuFVoLx54Fl1AyfAzF5il//e3+t3TEWDdunUsXLgQgCVLlqCUYt26dddNPVu/fj0vvvgiAI6OjiiluqaFGepn3HHHHddtN3jjjTdITk7GxcUFX19fnnrqqRveFC5fvszXvvY1vLy88Pb25vHHH5cpQ2JI7OzsGDdunASKhM1JS0vD0dGR5OTkm+4XHx+Pk5OTRYotNjY2cv78+QEVse7OycmJyMhIcnJyLPLhtqCggICAgAHVVroZFxcXgoKCLHYRfenSJRoaGkwaQAkNDcXOzo7i4mKTneNWDJnL5iyGGhMT0xWIs6TCwkKUUoSHh1usD9HR0RQVFdHe3m6xPhgYalVZS6aMj48Pfn5+VhUoqqyspLGx0Wq/9DVko1rTfQZfTTuLiIjA1dXV0t25pcTERKqrq62mllpPhowca5v+2B8JCQk0NDTI9DMz60+g6AtgllKq6x1AKRWOLuDzxS2OXdTLz0l0xbEXAR8PvMvD1y9+8QteeeUVAF5//XVSUlKum3IG8PTTT/PUU08BcOjQIVJSUkhJSWHKlCm8/vrrALzyyivXbQf48Y9/zHe+8x1uv/12vvjiC37729+ybds2VqxYcV0th/vuu4/Nmzfz61//mg8++AAHBwe+973vmePPF8NYcHAwlZWVtLW1WborwgY0NDSwefNmMjIyLNaHpqYmTp8+zYQJE3Bxcbnpvk5OTiQmJnLmzBmzTwfKz89H07QhfdsaGxtLTU2N2WsrtLS0UFZWZvSLp6ioKMrLyy2SeWLK+kQGTk5OBAUFWTRQVFRUhL+/P+7u7mY7Z1BQEC4uLhafflZQUEBwcPAtXxdMKTo6mvb2dqu4aCouLsbLy8si9Zr6EhcXR0lJCY2NjZbuCvBV5qS1BNN6Gj16NAEBAVZR+6y7S5cuUVVVZfXTzgzi4+Oxs7Oz2ulnZ8+etblpZwYxMTE4OjpafLGKkaY/Zff/BnwX+Fwp9XNAA14CytBNLQNAKRUGFAD/pWnafwFomravZ2NKqWuAQ2+3GcuLm85wttyyS8cmjPPihTsHFrGNiorqejFMSEhg1qxZN+wTHBxMcHAwADNnzrxu5QRDKmF8fPx1xxYXF/Pb3/6WF154gV/+8pdd28ePH89tt93Gpk2buOeee9i5cyeHDh3i/fff56GHHgJg2bJlrFixQrJBxJAEBwfT2dlJRUUFoaGhlu6OsGLZ2dls3ryZxsZG0tPT6ezsZNq0aWbvx6lTp2hvb2f69On92n/SpEmcOHGC7OzsW2YgGVNeXh4eHh4EBgYOug3DlJGCggLGjh1rrK7dUnFxMZ2dnSYJFO3fv5/CwkKzf3NaWFiIr68vXl5eJj1PeHg4hw4doqWlxewFXtvb2ykrK2Pq1KlmPa+dnR2RkZEUFBSgaZpFVuxpamqivLycBQsWmP3c3YWFhWFvb8+5c+csmqWiaRpFRUXExsZa1QpKMTExHDx4kOLiYquYZlNYWIi/vz+enp6W7kqf4uPj2bt3L3V1dVbTT0OG02AzZs3N1dWVyMhIcnNzWbp0qaW7c526ujrKysq6Zq7YGkdHR2JjY8nOzmblypXY2Zm0zLLQu+W9rGlaA7AY3cpl7wD/AoqAxZqm1XfbVQH2/WlTmNfOnTvp7OzkkUceob29vetn5syZeHp6cuDAAQBSUlKwt7fn/vvvv+54Q9BIiMEyBDcl4Chu5uLFi3z88cd4e3vzzW9+k5iYGLZs2WKRb+dOnjxJYGBgv5dsDwkJwcvLy6zfyHZ0dHDu3DnGjx8/pIs0Ly8v/Pz8zD5dq6CgAEdHx66C98YSFBSEs7Oz2f8eQ4aHObIGwsPD0TTNIhkl58+fp7293azTzgzCw8Opq6ujuvpWJTJNw3B/W+Jv787JyYmwsDCLZ1ddvHiRpqYmi07D6824ceNwdHS0aNadQVtbG6WlpVabTWRgmH6Wm5tr4Z58paioiMDAQKNNTTaHmJgYqqqqrK7ek+H9cDCLXliL+Ph4GhsbLVqfb6TpT0YRmqaVAvffYp9idMGiW7W1sD/nHIqBZvIMd4bpBH0VGrx69SqgK045evRoHB0dr7vdnN8wi+HJw8MDb29vi65EJKybpmls3rwZFxcXHnnkEdzc3FizZg0bNmxg586dxMfHm60I6KVLl6ioqGDZsmX9PkYpRWxsLCdOnKC1tdUsq/8UFxfT2tpqlCKfUVFRpKWl0dbWdsN7gKkUFBQQHh5+XWasMVgq8+T8+fO0tbWZ5YIwJCQEe3t7iouLzV7k1RAsCQsLM+t5ga6ARElJCWPGjDH7+UtKSnBwcCAoKMjs5+4pKiqKnTt3WjQDxFCfyNKBs57s7e0JDQ21iql5JSUldHR0WG19IgM/Pz88PT0pLi62SBZvT62trZSVlfU6u8KadV+VcObMmRbuzVfOnTuHh4eHyVbjNIeoqCjs7OzIz8+3uuD0cCXZPyOAYS7qjh07SEtLu+Fn/fr1AAQGBlJdXX1DHZmLFy+au8tiGAoODqasrMzS3RBWKiMjg/Pnz7N06VLc3NwAcHBwYP78+dTW1po1UyczMxM7OzsmTJgwoOPi4+Npb283WyZLXl4eDg4ORglMREVF0dHRYbZv4Kurq6mqqjLZxVNkZCS1tbVmzTwxZ5FjR0dHgoODLZIxUVJSQkBAgEVq9Pj6+uLm5maxAEBJSQnBwcFGD24OhuFxZulaVT4+PiafajkYYWFhXLp0yeJ1igoLC7G3t7dIYHUgDK9dJSUlVrFqV1lZGZ2dnVYXhLwVw6qEls72666zs5OCggKio6OtaoroQDk7O1tFJuVIIoEiG2SoR9CzUGdf2++44w7s7OwoLS1l2rRpN/wYXoRnz55NR0cHn3zyyXXH//vf/zbVnyJGkODgYOrq6qittWz9MGF96uvr2bVrF+Hh4UycOPG622JiYvDx8SElJcUsH147OzvJysoiJiZmwIV6w8LCcHV1NUtQS9M0cnNziYyMNEoGkKHmibmCXIbzmCpQZHhfM2Q8mENhYSHBwcFmqxkUHh5ORUWFWYt2d3R0UFZWZrGLXqUUYWFhFgmONDc3U1lZaTUX/AEBATg5OVksaNbZ2UlJSYnVfrPfPfvMkgoLCwkJCTFbpuZQhIWFUV9f3zXTwJKKioqws7OzybqW0dHRFBcXW80CLuXl5TQ3N1t9Vlt/REdHc+nSJWpqaizdlRFBAkU2yFCY7/e//z2pqakcP34c0BWndnBw4K233uLw4cMcP36curo6oqKi+M///E+++93v8qMf/YgtW7awe/duNmzYwCOPPMLevXsBXUDptttu45lnnuG1115j+/btfP3rX7fa6v3CtkidItGXHTt20NbWxqpVq274tkspxaxZsygvLzdLRlpBQQH19fWDKkhtZ2dHbGwseXl5160maQoVFRXU1NQYbTUYR0dHwsLCzBooGjVqlMlWXxkzZgyenp5mCxQZihybsw6JIRhmzgvhCxcu0N7ebtFgSVhYGDU1NVy7ds2s5y0tLUXTNKsJFBkuoi0VCKmoqKC1tdVqA0XWUKeoqamJixcvWu191JPhsW3p4BroAkXBwcFmmcZtbDExMbS3t1tFjSzQTTtTSll9naz+iImJAZCsIjORQJENWr16Nd/+9rf585//zOzZs7tW5fHx8eG1117j5MmTLFiwgOnTp5Oeng7Ar3/9a9544w0OHDjAmjVruPvuu/nf//1fRo8e3fWkA9i4cSMrV67kJz/5CWvXrqW9vZ3XXnvNIn+nGF4CAgKwt7eXQJG4TkFBAVlZWdx22234+vr2uk9ycjKurq4cPXrU5P05ceIEbm5u170uDkRcXBwtLS0mD1BkZ2ejlDJqfZqoqCiuXLli8m/qOjo6KCwsJCoqymRp8EopIiIiKCoqMksmWnFxMZqmmfWDeFBQEA4ODma9GLFkfSIDS13MFhcXY29v3/WlhzUICwvjypUrNDQ0mP3choKy1hI468ne3p6QkBCLXqwbvtyw1vuoJx8fHzw8PCweKGpubqaiosLmpp0ZhIWF4eDgYDXBjHPnzhEUFNQ1rd+W+fr6MmrUKPLz8y3dlRHB8pOsxXVuv/32Gz7U9nyTs7e35/XXX+f111+/4fhnnnmGZ555pte2H3vsMR577LGbnt/Pz4/333//hu3WMF9Z2DZ7e3vGjRsngSLRpa2tjS1btuDj48Ntt93W536Ojo5MmjSJ1NRU6uvrTbYCSn19Pbm5ucycOXPQNUiioqJwdHQkJyenzwUEjCEnJ4fw8HCjfvCLiYlh586d5Ofnm7SYqTGLcN9MeHg4p06d4vLlyyYv4FlYWIiTk5NZixw7ODgQEhJi1ul1JSUl+Pv7W/SCY+zYsbi4uFBSUjKozL/BKikpISgoyKqmEHUPmpl7GfiSkhJGjx5tNUup9yY8PJw9e/bQ2NhokcesIbhoDcXP+6P71E5zLgTQk+H8thoocnR0JDw8nMLCQkt3hcbGRi5cuMCCBQss3RWjUEoRExPDyZMnaW9vt4p6ccOZZBQJIcwmKCiI8vJyk0/LEbbh4MGDVFdXs2rVqlu+2U+ZMoXOzk4yMzNN1p/MzEw6OzuZOnXqoNtwcHAgJiaGnJwcOjs7jdi7r1y+fJkrV64YbdqZga+vL6NHjyYvL8+o7faUm5trtCLcN2POOkWFhYWEh4ebbWU+g/DwcC5dumSWjJKOjg5KS0stnh1huJg1Z9ZDS0sLFRUVFv/be7LU9CpN06zisXArlq5TVFpaanXBxVsJDw+nrq7OrAsB9FRcXGw1qwsOliWz/bozPPaHw7Qzg+joaNra2uSLZzOQQJEQwmxCQkLo6OigsrLS0l0RFnb58mUOHz5McnJyv7419PX1JTQ0lBMnTpgkw1HTNDIyMggLCxty3Zz4+HgaGhpM9iHGUCw7Li7OqO0avqkrKioyWRFOTdPIy8vryrwyJW9vb0aPHm3yQNG1a9eoqqqyyAdxc9YpKi8vp62tzSrqrYSFhVFVVUVdXZ1ZzldWVmZV9YkMDNOrzB0IuXLlCk1NTVZfaNiSdYpaW1spLy+3+vuoJ8Nj3JJT9kpKSggJCbHpbBFrqfdUUlKCg4MD48aNs2g/jMla7tuRQAJFQgizMdR2MNQ2ECOTpmls3rwZZ2dn7rjjjn4fN2XKFKqqqkzyAbaoqIjq6uohZRMZxMTEYG9vT05OjhF6dj1N0zhz5gzBwcEmmfIxfvx42tvbTRZcuXjxIjU1NSafdmYQHh5OcXGxybK7gK7pBZYIFBkuhM2RNVVQUNBV+8nSzH0xW1xcjJ2dHSEhIWY530AYloE35+p31lCrqj8sFUiDr4KL1hBYHQhfX1/c3d0tdhFubasLDta4ceNwcHCweDCjtLSU4OBgmw669eTi4sLYsWPlWsIMJFAkhDAbLy8vxowZYzUrQQjLyM7OprS0lCVLlgxoCfqEhARcXFzIyMgwep+OHTuGm5ubUaZzOTs7ExkZSXZ2ttGznyorK7l06ZLJarOEhYXh5ORksulnubm5AGYLFEVFRdHS0mLSFPXCwkI8PT37LMZuSvb29mZbLr6wsJBx48bh6upq8nPdSkBAAM7Ozma7CCspKWHcuHFWuQKTJb5dLy0txcPDg9GjR5vtnIMVHh7OxYsXaWxsNOt5S0pKUEpZVfHz/uhZp8jcrL1Ien9ZMkhp0NLSQmVlpc1ltfVHWFgYZWVlUsrCxCRQJIQwq4iICJN/wy8GpqGhgcOHD/Puu+/yl7/8hdTUVJNNPero6GD37t34+fkxefLkAR3r6OhIcnIyZ8+epb6+3mh9qqqqIjc3l6lTpxrtW7e4uDiuXbvGxYsXjdKeQWZmJvb29iQmJhq1XQMHBweioqLIz883yUVCXl4ewcHBJitI3pNhZTVTrZCiaRpFRUVERkZarPBrREQEV65coba21mTnaG5u5vz581ZT58KcS8MbphBZ64VrUFAQ9vb2Zrsg1TSNkpISwsLCLPaYHwhLTVMpKSkhMDAQZ2dns57XGMLDw6mtreXatWtmP7etFQC/mbCwMC5evGjWbL/urHXKrDGEhYXR1tZGRUWFpbsyrEmgSAhhVhEREV0fvIXlnTt3jr/85S/s2rWL2tpaHB0d2bZtG6+++ipXrlwx+vkyMjKoqqri9ttvx85u4G9B06dPp7Ozk/T0dKP16dixY9jZ2TF9+nSjtRkbG4tSijNnzhitzY6ODrKysoiLizNpVkdMTAy1tbVGryVWXV1NeXk5sbGxRm33ZlxcXAgNDTXZMsXl5eU0NjZaNIBiWF3PlEsxFxUVoWkaUVFRJjvHQIWGhnLlyhWjBo17c/78eTo7O612CpGDgwPBwcFmC4Rcu3aN2tpam8lSCAoKwsHBwayZzO3t7Vy4cMFmL9AtWafIFguA98VwP5aVlVnk/CUlJdjZ2dlcVlt/GF5/LD21b7iTQJEQwqwMH7bNuaSz6N2hQ4f417/+hZubG88++yzf/va3efrpp3niiSfo7OzknXfeoaamxmjna21tZf/+/YSFhRETEzOoNnx8fIiKiiI9Pd0oKcctLS2cOHGCxMREo9b8cXd3JyoqilOnThktMycvL4+mpiYmTZpklPb6YghynT171qjtnj59GoCkpCSjtnsr0dHRVFZWmiTjJjs7Gzs7u0E/no3Bz88PT09PCgoKTHaOwsJCnJycrOqCw/BeYuo6FcXFxSilrLI+kUFYWBiVlZU0Nzeb/FyG925rqFXVH/b29mbLPjO4cOECHR0dNhso8vPzw83NzewX4S0tLVadvTdQhmw/S5VbMGS1WeOU2aHy8PDAx8dH6hSZmASKhBBm5e7ujr+/v9QpsrBDhw6xe/dukpKS+MY3vsHYsWO7bgsPD+fRRx+lpaWFd955x2gXH8ePH6ehoYElS5YMacrCjBkzqKurM0qx6MzMTFpbW5k5c+aQ2+opOTmZ2tpaoz3WMzMz8fT0NHn2ipubGxEREZw9e9ZoQS5N08jKyiI0NBRvb2+jtNlfhiCOsTNuNE0jJyeH8PBwi9btUUoRHR1NQUGByab0FhQUEB4ejr29vUnaH4zAwECzrGhlC1OIwsPD0TTNLJkLxcXFeHh4WKQm12AZpgCZq06RIcBiK1lXPXWvU2RO58+fH1ZTpRwdHQkKCrJIMKOtrc2ms9r6IzQ0lNLSUovU0hopJFAkhDC78PBwSktLaW9vt3RXRiRDkGjChAnce++9vaZ4BwQE8PDDD1NdXc2mTZuG/Ebc2trK4cOHiYqKGvI389HR0Xh7e5OamjqkfmmaxrFjxwgODjZJPYTY2FicnJw4derUkNuqrq4mLy+PSZMmDWrK3kAlJCRQVVVltBpLly5d4vLly2bPJgLw9/fHy8vL6IGiK1eucPXqVaMUQB+q6OhokxXtrqqqorq62mrqExmYo1isrVxsBQcHY2dnZ/ILe0NNrvDwcJuoT2Rgruwzg5KSEsaOHWsVhd8HKywsjJqaGrPWKbKF7L2BCg0Npby8nNbWVrOe98KFC3R2dlr9a9dQhIWF0dzczKVLlyzdlWFLAkVCCLOLiIigvb3dpCsRid4dPny4K5PonnvuuWnQISwsjMWLF3P27FmOHz8+pPMeP36cxsZGFixYMKR2QFfIdvbs2ZSVlQ3pIjE/P5+qqiqTZBOB7tvEhIQEzp49O+Ti4GlpadjZ2TFt2jQj9e7m4uPjjVpjKSsrCzs7O5MV4b6Z7hk3xgxOZ2dnA5i15lJfIiIiUEqZZPqZuVeqG4jw8HAuXbpksjpFJSUldHR0WP00K0PmgqmnCl29epX6+nqrrdfUF3PWKero6KCsrMxms4kMDGNszqwia15dcLDMme3XneG1YDgF3XqyVKF6gKamphGRySSBIiuzfv36QX9Ls3DhQhYuXNj1/8zMTNavX09VVdUN+yqlWL9+/YDPsW7dOpv7gGBOL7/8Mhs3brR0N6ye4dvIwsJCS3dlRDly5Ai7du0iKSmJe++9t1+ZKXPmzCE6Oprt27cPurhxS0uL0bKJDCZPnoyHhwcHDx4cdBupqal4enqaNCMkOTmZ1tbWIdX7aW1tJSMjg/j4eLy8vIzYu74Zc/pZZ2cnp0+fJioqCjc3NyP1cGDi4uJobW01aiAlOzubkJAQo9a2GixXV1eCg4NNUtA6JyeHsWPHWuVS6KYu5J2fn4+Dg4NNfO4JCwujvLyclpYWk53D1uoTGRjqFJkj6FFRUUFbW5vNZ3L4+/vj6upqtotwW8neG6jg4GCUUmYPZpSWltp8VtuteHt7M2rUKIsEij788EPeeecds5/X3CRQZGWefvppUlJSBnXsn//8Z/785z93/T8zM5MXX3yx10BRSkoKTz/99KD7KXongaL+cXFxMdlFjehdSkoKO3fuJDExsd9BItAFle+55x7c3Nz4+OOPB5U+vWfPHhobG1m8ePGAj+2Lo6Mjs2fPprCwcFCZaZcuXaKwsJDp06ebtO5KWFgYPj4+Q5omd+rUKVpaWpgxY4aRe3dzhulnQ11+9ty5c9TU1JCcnGykng1cZGQkLi4uRivQXVVVRWVlJXFxcUZpzxiio6MpLy+nrq7OaG02NDRQWlpqVX9ndwEBAXh4eJjkvUTTNPLy8oiIiLCJFZgiIyPRNM2kwZDi4mK8vLysMmh4K+Zaqtxw0WrrAQ9z1ykyrC5o6/dbT87OzgQGBpo1mGHIahtu92VvwsLCKCkpMWt2T0dHB+fPn8ff399s57QUCRRZmeDgYGbNmjWoYxMSEkhISOjXvrNmzbKq1UsGStM0s8/3tRRTfjtoSdHR0VRUVJh8aWOhm262Y8cOEhISuO+++wZc48bd3Z377ruPqqoqtmzZMqA35IqKCtLS0pg+fTrjxo0baNdvatq0abi6urJv374Bf0g4cOAADg4OTJ061ah96kkpxaxZs6ioqBjUB8XOzk6OHj1KQECA2VPIExIScHBwICMjY0jtGDK3LBlssLe3Jy4ujpycHKNMPzt58iRg/hXcbsaQGWeMIu8Ghmln1hooMmUh7ytXrnDt2jWrnHLXm5CQEBwdHU32BYwhCGWY5mhrDFlhpr5gLykpwcfHBw8PD5OexxzCwsK4du2aUVc/7YutFwC/mbCwMC5cuGC2upyGrLbheF/2FBoaSkNDQ69JEaZSUVFBe3v7iLh/JVBkZXqbeqaU4uc//zmvvPIKEREReHp6smDBghtqR3SferZhwwaefPJJQLfii1IKpVTXNwM9p56dO3eOxx57jIiICFxdXYmMjORb3/oW1dXVg/o7lFL87Gc/41e/+hXBwcG4uroyf/58MjMzr9tvx44drFy5ksDAQNzc3EhKSuL3v//9DcteG1Zheuutt4iLi8PJyYktW7YA8MILLzBlyhS8vLzw9fVl8eLFHD169Lrj9+3bh1KKzz77jGeeeYYxY8bg7e3Nc889R0dHB2lpadx22224u7uTmJjI9u3bb/ib9u/fz5IlS/D09MTd3Z1ly5Z1Lfds6GNJSQn/+te/uu7vdevWdd1+8uRJ7rrrLkaPHo2rqytz5869YdrMunXrCA4OJiUlhTlz5uDq6sqPfvSjwQyB1TPVSkTiK5qmsX37dnbt2kViYuKggkQG4eHhLFiwgFOnTnH48OF+HdPZ2cnmzZtxc3MzajaRgZOTE/PmzaOgoKCrXkx/lJWVcebMGebMmWOWqVDJycm4ubkNKls0Ozubq1evMnfuXLNfnLm6upKUlERWVtagA9ZXrlyhsLCQadOmWXzFrKSkJFpbW4f8mtPZ2UlmZibR0dFmmwrYH76+vvj4+Bg9UOTt7X3dqojWJjo6mubmZqPXvMvPzwe+eq+ydoYpcqaoUwW6i6PGxkabmIbXm3Hjxpm8TlFHRwclJSXDJpPDnHWKSkpKCAgIwMXFxeTnMrewsLCuLBRzGC5Zbf1hiTpFhqL4w7n+k4EEimzEu+++y5YtW/jTn/7EP/7xD0pLS7n77rv7jE6vWrWKn//85wB89NFHpKSkkJKSQmBgYK/7l5eXExISwssvv8z27dv55S9/ye7du1m5cuWg+/z222+zdetWXnvtNTZs2MDFixdZsmTJdVHfwsJClixZwltvvcWWLVt44oknWL9+PT/72c9uaG/v3r384Q9/4IUXXmDbtm1MnDgR0FX2f/755/n888/ZsGED/v7+zJ8/n6ysrBvaeO6553B3d+eDDz7ge9/7Hn/605947rnnePzxx/n617/Oxo0bGTNmDPfddx9XrlzpOm7Lli0sWbIEDw8P3n33Xd577z3q6uqYN29eV4G6Tz/9lICAAJYtW9Z1f//iF78AICMjgzlz5lBVVcXf/vY3PvnkE3x8fLj99ttJT0+/ro81NTU89NBDPPzww3z55Zd87WtfG/QYWLOAgADc3d0lUGQi9fX1/Pvf/+bo0aPMnDmT+++/f8gX6vPnzycpKYndu3ffMstE0zS++OILysvLWbFihck+/M2cOZOxY8eybdu2fgUzDMEzDw8P5s6da5I+9eTo6Mj06dPJy8vj8uXL/T5O0zQOHDiAj49Pv7NFjW3q1Km0trb2+nraH8eOHcPe3t7kmVv9YVjGfqgFugsLC6mtrWXSpEnG6ZiRKKWIj4+nqKjIKNNrDDWdYmNjrTqDJDIyEqWU0d9L8vPz8ff3Z9SoUUZt15Sio6Oprq42ybfreXl5gO0EznpycHAw+Sp558+fp7W1laioKJOdw5zGjh2Li4uLyS/CDYubDNfAhiHzxFzBjNLS0mGT1XYrPj4+uLm5mTVQVFZWxujRo62iPqGpOVi6A6awbdu2QRddNZaAgACWL19utPYcHR3ZvHnzdfPkH3zwQY4dO8acOXNu2N/Pz6/rjWrSpEldBR/7Mn/+fObPn9/1f0MB23nz5nHixAkmT5484D43NTWxY8cO3N3dAd0FXUxMDH/84x956aWXAHj22We79tc0jXnz5tHa2srvfvc7fv3rX1+X/VBdXU16ejoBAQHXnefNN9/s+ndHRwfLly8nMTGRN998kz/96U/X7bt48WL+8Ic/AHDHHXewZcsWXnvtNQ4ePMhtt90GQGBgIMnJyV2BK4Dvf//7LFiwgM8//7yrrUWLFhEZGcnvf/97Xn75ZSZPnoyzszO+vr43TB/84Q9/SGhoKHv27OlazWHZsmUkJSXx0ksv8dlnn3XtW19fz7vvvsvdd989gHvb9himDOTm5tLZ2WmWJb9HAsNF/Z49e2hpaWH58uXMmDHDKBd6hnpFTU1NbN68maamJubMmXND25qmsXPnTk6ePMnChQtNutKVnZ0dq1ev5u9//3u/gtunTp3iwoUL3HXXXWZdWWX69OkcPnyYvXv3smbNmn4dk5uby6VLl265Op0pBQUFMXbsWNLT05k6deqAHkdNTU2cPHmSpKSkrvcBS7K3tyc+Pp6srCxaW1sHPf6ZmZm4urpaxWpnPcXHx3Po0CFyc3OHHMjKzs6mo6PDYkHK/upeyNtYmYvNzc2UlpYye/Zso7RnLobPfefOnTN6TbP8/HyCg4Ot4rk8WOHh4ezdu5empiaTFPktKChAKUVkZKTR27YEc9UpKi8vp729fdgGilxdXRk7dqxZghmaplFaWmrSRTqsieExasjyMTXD/WurAfOBGpaBouHojjvuuC5INGHCBEAXNe4tUDRQhuDM22+/TUlJCc3NzV235ebmDipQtHLlyus+UISHhzNr1qzrpl9UVFSwfv16tm3b1vVGYXDp0qXrgkKzZs26IUgEsGvXLn71q19x6tSp675F621VjhUrVlz3/7i4OPLy8rqCRIZtQFemUH5+PgUFBfz0pz+9rn9ubm7Mnj2bAwcO3PR+aGpqYv/+/fz0pz/Fzs7uujZuv/12/vWvf123v6OjI6tXr75pm8NFdHQ0J0+e5MKFC8M+hbOtrY38/HwaGhpob2/H2dkZd3d32traaGxspLGxkebmZgICAoiLi+s1A6e+vp4LFy5w+fJlWltbcXBw6PppbGzkypUrnDt3jpaWFsaNG8c999yDn5+fUf8Oe3t71qxZw+eff86uXbsoLi5m/vz5XTXPKisr2b59OyUlJUyfPv26ALSpBAcHM3PmTFJTU/Hz82P69Om97nfhwgU2b95MSEiI2Qsru7u7M3/+fPbs2cO5c+duGbzv6Ohg3759jB49uuv13hKUUkybNo0tW7YMeMnnI0eO0NraapT3KGNJTk4mIyODrKysQWU5NTY2kpOTw7Rp03BwsL6PUIGBgXh5eZGTkzPkQFFmZiZjxoyxidfmmJgY9uzZQ01NjVEygAxfYFhjMPBmDNPqCwoKjBooqq+vp7y8nEWLFhmtTUswTKUqKioySQC0oKCA4ODgYTV9KiwsjNzcXGpra0021XYkTJUKDw8nPT2d9vZ2k753XLp0iebm5mF9X/YUFhZGdna20V7/b6aqqorGxsYRUZ8IhmmgyJiZPNZizJgx1/3f2dkZ4LqAzlD85Cc/4dVXX+WXv/wlc+bMwdPTk/Pnz3PfffcN+hy91TQYO3ZsV9p/Z2cnd911F+Xl5axfv564uDhcXV357LPP+NWvfnXDeXubNpeRkcHKlStZtmwZf//73wkMDMTe3p6nn3661373XKnDyckJb2/vG7bBV/ftpUuXAHjqqad46qmnbmjzVi8WVVVVdHR08NJLL3VlUvXUPaPGz8/P4rU8zCUqKgqlFPn5+TZxMTIYHR0dHDx4kLS0NBobG2+6r6OjI21tbWzevJnExERmzZqFj48PVVVVHD9+nMzMzK76XUqpGwo4e3t7Exsby9SpUwkJCTHZdBEnJyceeOAB0tPT2b59O+fOncPNzY3W1lba29txdXVl9erVTJkyxWxTVpYuXUp1dTVbt27Fzc3thiym6upq3n//fTw8PFi7dq1FMnRmz57NyZMn+fLLL/nWt7510w+LR44c4eLFi6xZs8bi2XYTJ05k37597N27l8cff7xfY9rY2MixY8dITEy0qpVBQkJCCAgI4NixY4N6fKalpdHR0cGUKVNM1MOhMUw/O378+JCyJqqrqykuLmbRokVWPe3MIDExkT179nD27FmjZAGdPn2aUaNG2dyiH0opoqKiOHXqFB0dHUb7LGGo12Qrhb37Ygji5OfnGz1Q1NjYSHl5OQsWLDBqu5bWvU6RoeSDsRUVFeHv72+WmoGWEhkZSWpqKqWlpSbNOCssLASw2Vpig2EIihUXF5v8S0BD5pIEisSI8u9//5vHH3+8q64RMOTVqC5evNjrtqCgIED3zcvx48d55513ePTRR7v22bRpU6/t9fZh9ZNPPsHBwYGNGzdel3FVXV19QwBosHx8fAD4zW9+w+23337D7beavuDt7Y2dnR3f+c53ePzxx3vdp/uFoC18KDcWU0wZsCZNTU188MEHlJSUMH78eGbNmoWfnx8ODg60tLTQ0NCAo6Mjbm5uuLq6opTiwoULnDx5kpMnT3Lq1Kmutuzt7Zk0aRLJycn4+/vj7OxMR0cH7e3ttLe34+TkZNYlnA2ZJhMmTCA3N5fCwkJcXV27MmBMkdZ/M3Z2djzwwAO8/fbbfPzxx2RnZzNr1iycnJzIycnh0KFD2Nvb88QTT1hs6oSDgwMrVqzg3XffZdeuXX1+qXHlyhX2799PQkKCVaSPG4qGb9u2jaKion59yDVkE1nbRZNSiunTp7Np0yZKS0sH9K1rW1sbx44dIyYmxqqCXz0lJyeTmppKVlbWoLNKDAtPmDvzbrDGjBlDYGAgZ86cGXKgqLGxkcLCQmbPnm2T78fjx48nPT2doqKiW2Yu9ldeXh5eXl5WXdS8P+zs7IiOjiY/Px9N04w6voYLdGPd59bCUKeoqKjIJIGi1tZWSktLjT5V0tqEhYVhZ2dHYWGhSQNFRUVF+Pj42FRttaEaO3Ysrq6uZgsUubq6dl0bDncSKBrGDFlH/Slq2djYeMNF5j/+8Y8hnX/r1q00NDR0XZQVFxdz9OhRfvzjH3edE7juvG1tbTdMxbpVv+3t7a97s9+zZw+lpaW9Tj0bjNjYWMLDwzlz5kxX3/vi7Ox8w/3t7u7OvHnzOHnyJFOmTLF4doC1iY6OZu/evdTX1w+rwnsNDQ384x//4Nq1a9x33303TB9ycXHp9Y08ODiY4OBglixZwsmTJ2lra2PUqFGEhYXdkPZtb2+Pvb1913PdEpydnZk4caLJvmkcCEdHRx5//HGOHDnCoUOHritaHB8fzx133HFDVqG5RUVFMWPGjK4l43sW1G5oaOgKfPecKmtJU6dOJSUlhd27d99yeeyamhqOHTvGhAkTjD710RgmTJjAzp07SUtLG1CgKDMzk8bGRrMVQR+swMBAAgICOHHixKAuvjRN4+TJk0RFRdnUxUZCQgK7d+/m2rVrQ/qiKDs7m87OTpKSkozXOTOKjIzEycmJs2fPGiVo0d7eTkFBARMnTrTJwFlPMTExnD59moqKCsaNG2e0dgsKCnBxcTFqm9bAzs6OqKgozp07Z/TgGuiuDTo6OoZdgK0nZ2dngoODuwKKptDR0UFxcbHVLbRgakopwsPDKSoqMsljtLvS0lJCQ0OHxWthf0igaBgzpNW+/vrrPPHEEzg6OjJx4sReM2CWL1/OP//5TyZMmEB0dDQbN27kyJEjQzq/q6srS5cu5Yc//CEtLS288MILeHl58fzzzwO6C7ewsDB+9rOfYW9vj6OjI3/84x8HdI7ly5fz8ssvs27dOp588kny8vJ46aWXurKWjEEpxeuvv87dd99Na2sra9aswdfXl4sXL3LkyBFCQ0P5wQ9+AOju84MHD7J582YCAgLw9fUlPDycP/zhD8yfP59ly5bx1FNPERgYyJUrV8jIyKCjo4P/+Z//MVp/bY0hUFRQUGAz317fiqZpfPrpp9TU1PDYY48Naq64i4sLM2fONEHvhjdHR0cWLFjAlClTOH/+PJ2dnVY3hWT58uU0Njaya9cuGhoamDt3Lm5ublRWVvLhhx9SX1/Pgw8+aFWBUwcHBxYsWMAXX3xBRkZGn/V9NE3j888/RylltfVMHB0dmTx5MkePHqWqquqGqd296ezsJCUlhaCgIJtIOZ88eTJffvklFRUVfa522pdz585RU1PTawatNUtMTGT37t2cOXNmSMG806dP4+PjY7PZMw4ODowfP95oC0Xk5+fT1tbWVb/R1hkKfufl5RktqKNpGufOnSMyMnJYfhkYHR3NmTNnqKysHPDrya2cO3cOBwcHm3hdHarIyEj27dtHY2OjSabZnT9/nra2tmFTTH0gwsPDyc7O5tq1ayb7QrCmpoaqqqo+62AOR8Pv1Ux0SU5OZv369WzatInbbruN6dOnU15e3uu+r776KnfddRc/+9nPWLt2LXV1dbz//vtDOv/jjz/OqlWr+O53v8sTTzyBn58fu3fv7vpQ7uTkxGeffUZAQACPP/443/nOd5g/f/4ts3a6W7ZsGa+88gqHDx9m9erVvPXWW7z99ttG/2Zi5cqVHDhwgIaGBp5++mmWLVvGj370IyorK69Lc//Nb35DbGwsa9asYfr06axfvx6AKVOmkJaWho+PD//n//wfli5dyve//32ysrLMUuzXmgUGBuLu7m70pY0tKSUlhYKCApYtWzaiCgpaE09PT+Lj40lMTLSqIBF8tXrcpEmTSElJ4eWXX+Z///d/eeONN2hra2PdunVWWQskOTmZyMhIvvzySy5cuNDrPmlpaRQVFbF06VKLZ2/dzOzZs3FwcGDXrl392j8jI4Pq6mpuu+02m/gmccKECdjb23PixIkBH3vo0CG8vLysYtrjQIwePZqgoKDrMgkHqra2luLiYpKSkmxinPsSHx9PY2OjUVZZysrKwt3dfdhcfLq7u3dNeTeWsrIy6uvrba74eX8ZPlOb4nNaQUEBERERVrk4gLEZnkNFRUUmab+wsLAru2akMcwiMdV9C19NLx0ur4X9MfyflTZm/fr1XcEFg54Fa0EXOe25fd++fTfs98ILL/DCCy/csL3nsb6+vvz73/++5X4bNmzoo+c3Ukrx05/+lJ/+9Kd97jNp0iQOHTp0w/ann376uv/fbGnO733ve3zve9+7blvPb0IXLlzY6/3Y19/T276zZ89m8+bNffYDdCumHTx4sNfb4uPje72P+9Of4UwpRXR0NHl5eUb59tPSKisr2b17N/Hx8YNaVUmMDPb29tx9993MnTuXY8eOoWka/v7+xMfHW1UmUXd2dnbcf//9vPHGG3z44Yc8/vjj183Tz8rKYufOnURHR1ttsWcDT09PbrvtNvbu3UtxcfFNP1g3NDSwe/duwsPDbeZC0NXVlfj4eLKysliyZEm/p6eWlJRQWlrK8uXLbXJRhcTERHbs2EFlZWWvq6TeyvHjxwGsYirtUERHR+Pg4EB2dvaQpuE3NzeTl5fH1KlTbf69ubvo6Gj27dt3XXmEoTh79iz29vY28/owUB4eHgQGBnLu3DnmzZtntHarq6upqqoa9vWJDIKCgnBycqKwsPCGBTeMoaioiHHjxg2rVff6y9fXFw8PD4qKikz2+aOoqAh3d3ernFJvKsPnVV8IYbOio6NpamrqM0vBVnR2drJp0yZcXV258847bfobaWEevr6+rFy5klWrVjF9+nSrDRIZuLm5sXbtWlpaWvjLX/7SVevns88+Y+PGjQQGBnLPPffYxGN/9uzZeHl5sX37djo7O/vcb9euXbS2trJy5Uqb+LsMZs+eTXNz84CmkR86dAg3NzerD/T1ZdKkSTg4OJCWljbgY9va2jh+/DixsbH9mo5ozZycnIiOjiYnJ6fXL776Kzs7m46Ojhtq7Nk6Q8ZmTk7OkNvSNK2rHpQl6wWaWnR0NGVlZf2qe9pfhgyl4V6fyMDOzo6IiAgKCwuH9LzsTUtLC+fPnx9R2S7dKaWIiIjoqlNkbJqmUVRUdMsajcONBIqEEBYXFRWFUspqpp81NDSwZcsWXnvtNTZv3tzv9P1jx45RXl7O8uXLzb7qlxDmEhgYyHe/+10SExM5cuQIW7du5dSpU8yePduiq8oNlKOjI8uWLaOyspJNmzb1+uHyzJkzZGZmdq1YaEvGjRtHQkICKSkp/VrF9MKFC5w7d45Zs2aZdQVFY3J1dWXChAmcOnVqwBe0hmNmzZplot6ZV0JCAnV1dUOaipGVldU1pW84CQgIwMfHh9OnTw+5rfPnz1NXV9dVF3S4io6ORtM0oxZjzs/Px9vb2+YDswMRHR3NtWvXuHz5slHbNQRIRmqgCHSzbRoaGox+34JuNdr6+nqjLZRkKyRQJExC0zT++7//29LdEDbC1dWVoKAgqwgU5eTk8Oqrr5Keno6XlxenTp1iw4YNpKen3/S4qqoq9uzZQ3R0tElSioWwJh4eHtx777384Ac/4Ac/+AE//elPWbp0qc1NV0pISGDBggVkZmayc+fO6zKLsrKy+OSTTwgJCWHBggUW7OXgLV68mPb2dg4cOHDT/To6Oti0aRMeHh42Pw1k5syZtLe3D6g+k6ZppKamEhAQMGzqysXHx+Pq6nrL966+1NTUUFRUxIQJE4bdN+hKKZKSkiguLqa2tnZIbRmmnVljXTljCg4OxtXVldzcXKO019TUREFBAfHx8cPu8XUzhsdJXl6eUdvNzc3F2dmZkJAQo7ZrSwxBsoKCAqO3bQiQSqBICCEsIDo6mvLychoaGizWh9LSUj7++GN8fX359re/zeOPP84Pf/hDYmJi2Lx5c5/fPjY3N/P+++9jb2/PqlWrRtSHHjGyeXp64unpadOFSBcsWMC0adNISUnhT3/6E1u2bOHvf/87GzduJDQ0lEcffbTX1UJtgY+PD5MnTyY9PZ3S0tI+90tJSeHixYusXLnS5qfPjB07lrCwMNLS0m46pbC7nJwcLl++zKxZs4bN67eDgwOTJk0iJyeHurq6AR9/9OhRlFJMnjzZBL2zPMN0uqFkFXV2dnL27FmioqKGfV0YOzs74uPjyc3Npa2tbcjtGVblG2lfrHl5eREQEGDUQFFnZyd5eXnExMTY3Jc1xuTt7Y2/v7/Rg3Cgy9jy9va26kU6TEECRUIIqxATEwOYZlWN/rh69Sr//ve/8fb25mtf+xq+vr6AbnrKgw8+SGhoKJ9++ilnz5697riOjg4++ugjqqqqWLt2Ld7e3hbovRBisJRSrFy5kjVr1uDn50dGRgaaprFgwQIeeeQRmw0SGdxxxx2MHj2aDz74gGvXrt1we2VlJfv37yc+Pt7mVjrry+zZs7l27Vq/ahW1t7ezc+dO/Pz8hl0tnqlTp9LZ2Tng1e+am5vJyMggMTFx2L6n+fj4MG7cuCEFis6dO0dtbS3JyclG7Jn1SkxMpLW1lfz8/CG3debMGby9vRk3bpwRemZbxo8fz/nz52lsbDRKexcuXKCxsXHYFlMfiPHjx1NaWkpzc7PR2mxvb6eoqGhETuuTQJEQwioEBgbi7u5ukUBRZ2cnn376KQCPPPIIbm5u193u6OjIww8/TFBQEB9//DEZGRm0tbVx+fJl3nzzTQoLC1m9evWIXJJUiOFAKUV8fDyPPvooP//5z3n66adZuHChzdbq6c7FxYWHHnqIjo4O3nvvPSorK7tuKy4uZsOGDbi6urJixQoL9tK4xo8fT2RkZNfKVjdz9OhRqqurWb58+bBa2Qt0wZDIyEjS09P7nV0FkJ6eTmtrK3PmzDFh7ywvKSmJioqKQdc0SUtLw8PDY8RcoIeHh+Pu7j7k2k5NTU0UFhaSkJAwbDL4BiI2NhZN04wScANdRqSdnd2IKQp+M+PHj6ezs9Oo1xLFxcW0traOmOd5d8PrHVEIYbOUUkRFRVFQUDCgD7TGkJaWxoULF1ixYkWfaaUuLi48+uijREREsGnTJn7961/zl7/8hdraWtauXTts0/OFGGmG44WLr68va9asob6+nr/+9a+8//77bNiwgXfeeQcvLy+eeuopPD09Ld1No1FKsWLFClpbW9m9e3ef+9XU1HDw4EFiY2OH7bfF06dPp7a2lpMnT/Zr/46ODlJTU4mIiCAwMNDEvbOsCRMmYGdnN6hV8qqrqzl37hxTp04dMdN97OzsSEhIID8/n5aWlkG3k5OTMyKnnRkEBgbi4eFhtClSeXl5hIeHD/vpj/0RFBSEm5ub0YJwoHu8Ojo6Dtv3iJuRQJEQwmpER0fT1NREeXm52c5ZU1PD7t27iY6OJikp6ab7Ojk58fDDD3P//fezaNEi5s6dy7e+9S3i4uLM1FshhBicyMhIvve97zF79mwqKyvp7Oxk6tSpPPnkk4waNcrS3TM6X19fZs6cyYkTJ3qdetXc3Mx7772HUoqlS5daoIfmERsbS3BwMHv27KG1tfWW+x89epS6ujrmzp1rht5ZloeHBxMmTCAzM3PAq+Slp6ejlGLKlCkm6p11SkpKor29nZycnEG3cerUKUaPHj3sA5F9UUoxfvx48vPz+/WcvJmrV69y5cqVEZnt0hs7OztiYmLIz883ypfOmqaRl5dHdHS0TddiHCwJFAkhrEZUVBRKKZMUouuNpmls2bIFoN9FqB0cHEhKSmL+/PksWbIEDw8PU3dTCCGMwtXVlaVLl/L888/z9a9/nZUrV+Lq6mrpbpnM4sWLiYqK4osvviA9PR1N0wDd1JcPP/yQK1eusGbNmmG9PLchEFZfX8+RI0duum9tbS0HDhxg/PjxREVFmamHljVr1iza2toGtDpca2srGRkZxMbG4uXlZcLeWZ+QkBC8vb0HXPfK4PLlyxQXFzNlypRhmb3ZXxMnTqStrY3s7OwhtXPq1CkACRR1ExMTQ1NTE2VlZUNuq6Kigrq6umG/qmFfJFAkhLAabm5uhIaGGm351Vs5c+YM+fn5LF68eNgW7BRCiJHKwcGBhx56iOjoaDZv3swrr7zC+++/z+9//3uKioq46667RsR0gpCQEBISEjhy5AhVVVV97rdr1y46OjpYtmyZGXtnWQEBAURGRnLs2DE6Ojr6dUxqaipNTU0jIuuqJ6UU06ZNo6Sk5Lp6Z/11/Phx7O3tR/x0/dDQULy9vfs9JbQ3nZ2dZGZmEhUVNSyzQgfLkP1z5syZIbeVk5PTlQE2EkmgyIYsXLiQhQsXDuiYffv2sX79erPXfBFisOLi4rh06dJNP8waQ2NjI19++SXjxo1jxowZJj2XEEIIy3BwcGDt2rXceeed+Pv7U1lZyZQpU3j22WdHzGpVoFv9zsHBgXfffbfXAt8ZGRlkZWUxd+7cYZ1h1ZtZs2ZRV1dHRkbGLfdtbm7myJEjjB8/nuDgYDP0zvpMmTIFR0dHUlNTB3Rca2srJ0+eJDExEXd3dxP1zjYopUhOTqaoqIiamppBtVFYWEhtbe2ID7r15OzsTGxsLGfOnOl38Lcvubm5hIaG3rDIzUghgaJhbt++fbz44osSKBI2w5A+O5T577fS2dnJF198QXNzM3fdddewW+lGCCHEVxwcHJgyZQoPP/wwzz//PCtXrmTs2LGW7pZZeXt787WvfY26ujree+89rl69CuimYKelpbFp0yaio6OZN2+ehXtqftHR0URERLB7925qa2tvum9KSgrNzc0sWrTITL2zPq6uriQnJ5OVlXXLVQW7y8rKoqWlhWnTppmwd7bDEKg2TB8bqBMnTuDq6irTznoxYcIEGhsbKSwsHHQbFRUVXLp0iYSEBCP2zLbI1ZEQwqqMHj2asWPHmmz6maZpbN26ldzcXJYuXTriLhaEEEKMTMHBwTzwwANcvHiR1157jQ0bNvDHP/6RrVu3Mn78eNauXTsiC7YqpVi9ejUdHR18+eWXfe5XWVlJSkoKCQkJBAQEmLGH1mfmzJl0dHT0e8W49vZ2Dh8+TGBg4IjNxOpp9OjRhIaGkpmZ2VU/rb8aGhrIyclh4sSJI/I5eyvR0dG4uLiQlZU16DZOnDiBvb09EyZMMGLPbIsEivqwfv16i57/3//+N3FxcTg7O5OYmMinn3563e3Nzc08//zzJCUl4eHhQUBAAHfeeed1WRjr16/nxRdfBMDR0RGl1HWF41544QWmTJmCl5cXvr6+LF68mKNHj5rnDxTiJuLi4igtLR3QN1X9oWkae/bsIT09nblz5zJz5kyjti+EEEJYs9jYWJ577jnmzZtHY2MjoaGh3HnnnaxZs2ZEX3COGTOGBQsWkJOT0+uUqvr6et5//31cXFxYvny5BXpoXXx9fYmPj+fw4cNcu3btlvunpqZSXV3NkiVLRnQR656mT59OVVXVgItaHz9+nM7OzhG36l5/2dvbk5CQQE5OzqBWlmtvbycrK4v4+PhhveDDrUigqA+GAIsl7Nq1i6997WvExMSwceNGfvjDH/L973//ugyLlpYW6urq+PnPf86WLVv4y1/+QnNzc9eytwBPP/00Tz31FACHDh0iJSWFlJSUrjYuXLjA888/z+eff86GDRvw9/dn/vz5Q4q+CmEMhuXmjZlVpGka27Zt49ChQ0yePJklS5YYrW0hhBDCVnh4eLB48WK+/e1v88ADDzBlyhTs7e0t3S2Lmz17NrGxsWzbto09e/Z0ZXmUl5fz3nvv0dTUxMMPP4ynp6eFe2odli1bhlKK7du333S/+vr6EbeaXn8lJCTg6+vL/v37+51V1NzcTEpKCrGxsfj7+5u4h7bLsLLc2bNnB3xsTk4Ozc3NI77+08j96sCKvfDCC8TFxfH555931U6Ji4vregMDGDVqFG+++WbXMYZVKsaOHcv777/P888/T3BwcFd658yZM2/4pqjn8cuXLycxMZE333yTP/3pT6b+M4Xo09ixY/Hx8eHEiRNG+bako6ODL774glOnTjFr1iyWLl0q32gJIYQQoou9vT1r1qxh8+bNHDx4kKNHj+Lt7c3ly5dxcXHh/vvvJzAw0NLdtBqjRo1i/vz57N69m9zc3F5r5Wiaxo4dO2hvb2fp0qUW6KV1s7OzY968eXz66afk5OQQHx9/y2OOHj1KS0vLgBc4GmlCQ0Px9/fnyJEjJCcnD+hz/4kTJxg1ahQREREm7KH1k4yibtavX3/d9CzDv805Dc0w3/eBBx64rsDurFmzCA8Pv27fDz/8kJkzZ+Lt7Y2DgwPu7u7U19f3Owtj165dLFq0CB8fHxwcHHB0dCQvL89sS5ML0RfD8qvnz5+noqJiSG21t7fz0UcfcerUKRYtWiRBIiGEEEL0ys7OjjvvvJMHHniAyZMn4+npyeLFi3nuueekaHAvZs+ejb+/Pxs3bqSsrOyG23fv3k1WVhbz5s3Dx8fHAj20fklJSYwZM4b9+/ffcpWupqYmjh49Slxc3Iivk3UrSinmzp3L5cuXB3RtW1FRQWFhIVOmTBnx1wsSKOpm/fr1aJrWlfpn+Lc5A0VXrlyhra2t1wK73bdt2rSJtWvXEh8fz3vvvUdqaippaWn4+fnR3Nx8y/NkZGSwcuVKPDw8+Pvf/87Ro0dJS0sjOTm5X8cLYWqTJk3CwcGh34USe1NWVsbf//53cnNzWbFiBfPnzx/xL/pCCCGE6JtSisTERFasWMFjjz3GvHnzcHZ2tnS3rJK9vT2PPvooHh4evPvuu5w+fZrW1lauXbvGl19+yeHDh5k2bRoLFiywdFetlp2dHbfffjsXL17k4MGDN913+/btkk00AElJSXh7e3Po0KF+T+3bt28fLi4uzJgxw8S9s34y9czK+Pr64ujoyMWLF2+47eLFi4SFhQG6YtfR0dFs2LCh6/a2tjaqqqr6dZ5PPvkEBwcHNm7ciKOjY9f26upqvL29h/Q3CGEMLi4uTJgwgaysLO64445+F5Orr6/n7Nmz5OXlUVBQgJeXF2vXru2qeySEEEIIIYzD09OTdevW8fbbb/PJJ59gb2/flRkzZcoUVq5cKV/S3UJ8fDwTJ07kwIEDREdH97oyXGZmJidPnmTBggWyYm8/2dnZMWfOHLZu3UpRURGRkZE33b+8vJy8vDwWLVqEi4uLmXppvSSjqA8vvPCCRc5rb2/P9OnT+fjjj+ns7OzanpqaSnFxcdf/Gxsbb6g59M4779yQsmj4BqSpqem67Y2Njdjb21/3wr1nzx5KS0uN9acIMWQzZsygvb2d48eP92v/M2fO8Prrr/Pll19SXV3N/Pnz+c53viNBIiGEEEIIE/H09OTZZ5/l8ccfZ8aMGSxatIjvf//73HnnnRIk6qcVK1bg5eXFJ598wqVLl667rbS0lK1btxIeHs78+fMt1EPbNGnSJLy9vdm8efNNV0DTNI29e/fi6uoqqyLrSUZRH8w53aynF198kaVLl3LPPffwzDPPcPnyZV544YXr5qIuX76czz77jOeff57Vq1dz/PhxXn311RuygRISEgD4/e9/z4oVK7C3t2fatGksX76cl19+mXXr1vHkk0+Sl5fHSy+9RFBQkDn/VCFuKiAggLi4OPbt20dUVBTjxo3rdb+Ojg62bt1KRkYGQUFB3HXXXbIShBBCCCGEmdjb2xMRETHiCwAPlouLCw8++CDvv/8+f/vb35g/fz6+vr6UlpZy9OhRRo0axX333XddDVtxa46Ojtx9993885//ZPfu3axYsaLX/Y4fP865c+e44447ZKqpnjzSrNDtt9/Ov/71L3Jzc7nvvvv47W9/y8svv3xdEb1vfOMb/OxnP+ODDz7gzjvvZOvWrWzatIlRo0Zd19bq1av59re/zZ///Gdmz57N9OnTAd2Slq+88gqHDx9m9erVvPXWW7z99ttER0eb9W8V4lbuuusuPDw8+Pjjj3utn9XQ0MDbb79NRkYGc+fO5cknn5QgkRBCCCGEsClBQUE8++yzhIWFsWfPHj788EOOHj3K1KlT+da3voWnp6elu2iTwsPDmT59OseOHSMnJ+eG28+fP8+2bduIiYlh9uzZFuihdVL9LexkKdOmTdNuNu0kOzu7X0sJCjEcjZTHf1lZGf/4xz/w9fVl0aJFBAcHU1dXx+nTpzlx4gRtbW3cc889JCUlWbqrQgghhBBCDJqmaVy7do3W1lYcHR0ZM2aMpbtk81pbW9mwYQOVlZUsXbq0a3rZqVOn2LFjB87OznzjG9/od03U4UQpla5p2rQbtkugSAjbNZIe/7m5uezcuZOrV692bVNKER8fz7x582SZUCGEEEIIIUSvWltb+fTTT8nJycHFxQVnZ2dqamoICgrinnvuwdfX19JdtIi+AkVSo0gIYRNiY2OJiYkhOzubxsZGPDw8CAoKwsvLy9JdE0IIIYQQQlgxJycn1qxZQ0ZGBpWVldTX1zN//nwmT54sRdd70a9AkVIqBPgjcAeggF3Ac5qm3XSJLKXUNOCbwHwgFLgCHAR+rmla0RD6LYQYgezs7EhMTLR0N4QQQgghhBA2RinF1KlTLd0Nm3DLYtZKKTdgDxAHPAE8BsQAe5VS7rc4/CEgEXgFWAH8GJgCHNcHn4QQQgghhBBCCCGElehPRtE3gEggVtO0cwBKqVNAPvAM8IebHPu/mqZd7r5BKXUYKNK3+8vBdFoIIYQQQgghhBBCGN8tM4qAu4CjhiARgH7a2GHg7psd2DNIpN9WAlwGggbW1Zuex1hNCWEz5HEvhBBCCCGEEMLY+hMoSgRO97L9DJAw0BMqpeIBfyB7oMf2xtHRkaamJmM0JYRNaWpqwtHR0dLdEEIIIYQQQggxjPQnUDQGqO5lexUweiAnU0o5AP8PXUbR3wdybF/8/f25cOECjY2NkmEhRgRN02hsbOTChQv4+/tbujtCCCGEEEIIIYaRfq16ZkSvAXOAVZqm9RZ8AkAp9U10q6URGhp60wYNS2OXl5fT1tZmtI4KuFn2/gAAFyFJREFUYc0cHR0ZO3asLA0vhBBCCCGEEMKo+hMoqqb3zKG+Mo16pZT6H3TBnyc0Tdtxs301TXsDeANg2rRpt0wT8vLykgtmIYQQQgghhBBCiCHqT6DoDLo6RT0lAGf7cxKl1M+A/wS+p2naO/3vnhBCCCGEEEIIIYQwl/7UKPoCmKWUijRsUEqFA3P1t92UUur/AP8N/EzTtNcG2U8hhBBCCCGEEEIIYWL9CRT9DSgGPldK3a2Uugv4HCgD/mrYSSkVppRqV0r9stu2h4CXgW3AHqXUrG4/A14xTQghhBBCCCGEEEKYzi2nnmma1qCUWgz8EXgHUMBu4DlN0+q77aoAe64PPi3Xb1+u/+luP7Bw0D0XQgghhBBCCCGEEEbVr1XPNE0rBe6/xT7F6IJC3betA9YNrmtCCCGEEEIIIYQQwpz6M/VMCCGEEEIIIYQQQowAStNuufq8RSmlLgMllu6HEfgCVyzdCWERMvYjl4z9yCVjP3LJ2I9cMvYjk4z7yCVjP3INp7EP0zTNr+dGqw8UDRdKqeOapk2zdD+E+cnYj1wy9iOXjP3IJWM/csnYj0wy7iOXjP3INRLGXqaeCSGEEEIIIYQQQghAAkVCCCGEEEIIIYQQQk8CRebzhqU7ICxGxn7kkrEfuWTsRy4Z+5FLxn5kknEfuWTsR65hP/ZSo0gIIYQQQgghhBBCAJJRJIQQQgghhBBCCCH0JFCkp5R6QCn1iVKqRCnVpJTKVUr9Rinl2W2fJUqpd5VSBfp9CpRSf1FK+ffSXoRS6mOl1DWlVINSaq9SalqPfcYrpf6klDqllKpXSlUopb5QSiX30cdvKKVylFIt+v49a/x7YuSx0Nh7KqU+VEqd0+9zTSl1TCn1aC/t2SmlfqKUKlZKNSulTiql7jfNvTGyWGLseznmIaWUppQ638ft8rw3AUuNvf55rPXyc08v+8rYm4Aln/dKqSCl1FtKqUr9uBYppX7Ty34y9kZmiXFXSq3r4/lu+Anosb+MuwlY8PXeR+k+5xfq2yxSSr2mlLpxGWql7lFKnVC6z3klSqmfK6XsjX9vjCwWHHtf/Wv9ZX2bqUqpZX30UZ73JtDPsZ+qlNqmlLqgf+5VKqW2KqVm99LeaKXUm0qpK/qx36WUmtDLfi5Kqd8q3XV9k1IqRSk1v5f9rP/6TtM0+dFNvzsKfAg8AiwAngOu6bfb6ff5CPgSeFK/z9PABaAQ8OjWlo9+ew6wFrgT2AvUAfHd9vsucAr4D2ARcC+QAjQBU3v07xtAJ/Ar/b7/rf//tyx939n6j4XG3gd4D3gKWAKsBP4JaMDzPfr3K6AF+P/0Y/9X/divtPR9Z+s/lhj7Huf3BiqBCuB8L7fL836YjT1QDGwDZvX4GS1jP+zHPly/7yFgjb7dJ4CXZOyH57gDfr0812cDV4BjMu7DeuwVcBi4DHwLWAh8Wz/2R9GX/9DvuwzoQFfzZBHwA6AZ+F9L33e2/mOhsXdGd31Xrm9zBfAx0AYs7NE/ed5bduyXAK8BD+n3eRA4ArQCM7q1pdC9d58HHgaWA/v1z+fgHuf9l/4839C3vxHdtf2kHvtZ/fWdxTtgLT+AXy/bHkd34b74JvvM1+/z9W7bfg60A1HdtrkDF4EPu23z7f5God82CqgG3u62zQG4BPyzx75v6R+gjpa+/2z5xxJjf5O+pABZ3f7vr38RebHHfruBU5a+72z9x9Jjj+5D4XZgAz0CRfK8H55jjy5Q9O4t+iZjPzzHfhtw7GbjJ2M//Ma9l/bm6dv7joz78B17YLz+2G/2aPNZ/fbYbttOAPt77PdLdBerAZa+/2z5x0Jj/6j+2IXdtil0waNj3bbJ897CY9/HcZ7orr1e7bbtbv1xi7ptGwVUAa9025as3+/JHuOcC3zRbZtNXN/J1DM9TdMu97I5Tf87qL/76M0C8jVNK+jWfgNwEFitlHLQb7ui6R8V3farAfJ6tDcb3bdS7/Y49zvootu39f2XiVuxxNjfxFV0b0IGywAnbhz7d4EJSqmIW7QnbsKSY6+Umovuw8R3+uiePO9NyMqe9z3J2JuQJcZeKRWF7vX8VU3T2m7SPRl7E7Gi5/wT6AIA73fbJuNuQhYaeyf979oebV7T/7YDUEqFAJPofewd0WWjiEGy0NjPApo0TdvXbT8N2AFMV0oZ2pTnvQkNYFx7akAXxOl+PXYXUK5p2t5u7dcAm9AFkbrv1wZ80G2/duDfwDKllLN+s01c30mg6OYW6H9nD3CfDnQfAnpqAVyBqL4aU0qNAZJ6tJeo/326x+5n9L8TbtI/MThmGXul46Cfx/5NdC8cf+y2S6L+2HM92pOxNx2Tj71SyhFdNtFvNU3rObYG8rw3P3O95t+plGrU1yM4qm6sTyRjb36mHvu5+t9NSqmd+rGvVkq9rZTy6XacjL15mfVznlLKFd3Uhs2aplV1u0nG3fxMPfZngAPAL5RS05RSHkqpGegyhb7UNM3QZq9jr2laEdCIjL0pmHrsO9AFC3rbD3TXeSDPe0vodez19YIclVKh6KaiAfyt2y6J3DhOoBurUKWUR7f9ijRNa+xlPycgutt+Vn99J4GiPuijvf8F7NI07Xgf+3gCL6N7sH3W7aZcIKb7hz+llB0wQ//fMTc59avo0hNf7rbNsH91j32retwujMDMY/8ddG8mV9C9MH1f07S3u90+BrjWM/MMGXuTMOPY/ye6Oew3FLHtRp73ZmTGsd8EfA9dUPgRdHUoPlXXF7KXsTcjM439OP3vt9BlDa9A9zqwCtiuP6b7/jL2Jmahz3n3AF7oahJ2J+NuRuYYe/3ntpX6/dPQ1bFJRVf3pnvB2r7G3rBNxt6IzPS8zwW8lFLxPZqe3WM/ed6b0S3G/kN0QcASdM/PlZqmne12+xh6f44axmp0P/frPvZWf30ngaJe6KOCn6NLOXuyj30c0KUNBwEP6dPKDP4fuvv2baVUlFIqEHgFMKSRdfbR5k+ArwHfvUmWgTAhC4z9B8B0dBcNbwKvKqWeMdKfIwbAXGOvlIoGfobued5sir9FDIw5n/eapn1P07S3NU07qGnax+gKHR7n5kFDYSJmHHvD5619mqZ9R9O0PZqmvYGuuO1UdIFDYSaW+pyHbtrZJWDrkP8IMShmHvu/oZuG9Cy6TIZngWnAx92Cw8JMzDj276H7AvifSqkJSrcC2k/R1T3qvp8wk36M/Y/QBfzuR5c5tFndYtXikUBepHrQpwVvAiKBZZqm3bBktf7F/Z/A7cA9mqad6n67pmmF6L4pnooupawcXRTZMKWoopc2nwV+Dfxc07S3etxsiEyO7rHdEG2sQgyZJcZe07TLmqYd1zRtm6Zp30Y3L/l3+qlJoBt7b6WU6tEVGXsjMvPYvwLsAY4qpbyVUt7o0lGV/v+u+v3keW8GlnrN73ZsB7oVV4L1HzpBxt4szDz2V/W/d/Y4xQ7978n63zL2JmbBz3mB+vbe63HxCTLuZmHOsVdKrUK3OtJjmqb9VdO0A5qm/RV4DF2m0Z36/fsae8M2GXsjMOfYa5p2DbgP3aJFp9CtfPd1YH33/ZDnvVn0Z+w1TSvUNC1N07SN6L68v4RuBTqDanp/jvbMCrvVflXd9rP66zsJFHWjvzj/GF20f6WmaVl97Pr/0C2L+JCmabt720HTtE/QRaMTgGhN06YCHkCZpmmlPc77GPBn4Peapv2ql+YM8xUTe2w3zF88ixgSS419L47r9x2r//8ZdFOUetY7kLE3EguMfQK6D4nV3X4eRjc1pZqvMkvkeW9iVvS872pG/1vG3sQsMPZneju2G8M3zDL2JmTh5/yjgD03TjsDGXeTs8DYT9D/Tutx+DH9b8O0pF7HXikVDrghYz9klnjea5p2EN1n9/Hoxno8ulITTUC6fjd53pvYAMa+i6ZpregCfNHdNp/hxnEC3ViVappW322/CKWUWy/7tfJVTSLbuL7TrGDpNWv4QRc0+xDdE3jJTfb7PboPdI8NsP1x6KKDP+mx/V50aXBv3ORYR3TR6H/02P4mum8pnSx9/9nyj6XGvo99P0I3j91J/39/dC8sL/TYbxeQZen7ztZ/LDH26NLQF/b42aZ/ji9E98FDnvfDcOz72M8B3YfGkm7bZOyH2djrx7kCXRHj7vs+jC5AuETGfviNe4/bs4CTfdwm4z7Mxh5Yp39u395j36X67Y9125YJ7O2x38/Rff4LsPT9Z8s/ln7ed9vPA12Q4K/dtsnz3grGvpfj3IBiYHu3bffon7cLum3z0o/Tq922Tdbv90S3bQ7o6l1t6rbNJq7vBrpk73D2OrqVKH4FNCilZnW77bymaeeVUv8J/ABdMcr8Hvtc1vTLJeqjl/8X2I9uWcxE4Cfoooe/NxyglJqPbh7sSWBDj/ZaNE07AaBpWptS6hfAn5VSF9A9iBajS2P8nqaLfIrBs8TYP4MuYLALOI9uGcw1wAPAjw1jqmnaJaXUH4CfKKXqgAx033YsRrcEoxgas4+9pmlHe3ZCKbUO3XN+X7f95HlvWpZ43j+MbhnVrUAZuszB7wBT0AUMABl7M7DE875dKfVjdO/1/w/YiO7byl8B+9BNR5WxNy2zj7uBUmoKupWO/qO3jsm4m5wlxn6j/nxvK6VeAnKAOOAFdK//n3bb96foaqL8Fd11wWR0gaI/aZpWaYS/fySzyPNeKfUbdF8CXUH3Wv9DdBlFPzHsI897k+vP2P8VXaDvOLqxCgO+CwSimyZq8AWQAryrlPohuhkAP0G3ANX/NeykadoJpdQHwMv6x0sR8C10dawe6bafbVzfWTpSZS0/6CKHWh8/6/X77LvJPhu6teUAbAYuolv6rgDdPEe3Hudcf5P2invp4zPoVktpAfKBb1v6fhsOPxYa+znoLhYr9PsZ3iBW9dI/e3QfGEr0+54CHrD0/TYcfiwx9n30YwO6N63ebpPn/TAZe3TB4T36/dqAa/rn/TIZ++E99t32fwxdocwW/ev/q4CHjP2wH/c/6Z/zY2/RRxn3YTT2QAjwd3QXi836338DgnrZ9z50Xxy3AKXALwF7S993tv5jwbF/C90Xwa36368CY/roozzvLTf2XweOoMsMataP6XvAhF7aG6Mf1yqgEdgNJPeynyvwB6BS32YqsLCX/az++k7pOyqEEEIIIYQQQgghRjgpZi2EEEIIIYQQQgghAAkUCSGEEEIIIYQQQgg9CRQJIYQQQgghhBBCCEACRUIIIYQQQgghhBBCTwJFQgghhBBCCCGEEAKQQJEQQgghhBBCCCGE0JNAkRBCCCGEEEIIIYQAJFAkhBBCCCGEEEIIIfQkUCSEEEIIIYQQQgghAAkUCSGEEEKIbpRS/6WUqlNK5SqlZlq6P0IIIYQwLwkUCSGEEEIIAJRS04GvAfcB/wDesGyPhBBCCGFuEigSQgghhBAGY4ArwDHgOOBg2e4IIYQQwtwkUCSEEEIIASil1iulNCvoxz1KqR/0cdt6pZSmlBp0AEcp9YpSanMfNx9AFxy6BnwKPNPj2OeUUllKKfkMKYQQQgxT8iYvhBBCCGFd7gF6DRQNlVIqCngWWN/HLq2Ak2F34HCP2/8K+AFPmKJ/QgghhLA8CRQJIYQQQowczwEnNU073sft3wAmAFsBdyCq+42apjUBbwP/nwn7KIQQQggLkkCREEIIIUxGKTVVP1Xqtm7bvqff9t/dtsXot63S/z9aKfWOUqpIKdWklCpUSv1FKTVaf/uD+v0n9nLOrUqpkz22JSulvlBKVevbO6yUmteP/t/yuG7TwWKUUluUUvVKqRKl1C97TtFSSj2slMpRSjXrp3DdpZTap5Tap799A7psnSB9m5pSqriXrkXc6ly9/C3OwKPAe33c7g28BHwG/Fm/+Yb7F/g3kKCUmnOz8wkhhBDCNkmgSAghhBCmdAJdvZvF3bYtBpp62daOrkYOwDigDF0GzDLgv4Al6DJdADYBNegCH12UUmOBpeiyXgzbpgBH0BVq/gZwP3AV2KWUmtpXxwdx3KfAHnRTxz4DXqTbFC2l1B3Av4AcdKuK/Q54GRjfrY2X9H/jZWC2/ufegZ6rD7MAb+BgH7f/EhgF/Ag4rd/WW6AoE6gDlt/ifEIIIYSwQbKShRBCCCFMRtO0TqXUAWAR8F/6rJcFwF+A/6OU8tA0rV5/e7qmaXX64w7wVdAIpdQR4BxwUCk1WdO0E0qpj4CvKaV+rGlap37Xh/W/u2fN/BYoBRZrmtaqb287umDIL9AFW3oz0ON+r2naP/T/3qWUWqzvj2Hbi8BZ4F5N0zR9e6fRrS6Wp/+7C5RSl4FWTdOO9tGv/pyrN7MADTjV8wal1Hjgu8DrmqblK6UUumDQDYEi/Zie1LcnhBBCiGFGMoqEEEIIYWp7gNlKKRdgErqslv8LtACGaVyLgL2GA5RSTkqpn+qnaTUBbXyVCROr//02EMT1mUmPAbs1TavQt+OKLjD1EdCplHLQrximgF3A/N46PMjjtvT4/2kgVN+ePTAN+MQQJALQNC0dKOqtD7fQ57luYhxQawh69fAHdIGh/9L3S0MX1JrQR1uX9e0JIYQQYpiRQJEQQgghTG0v4AzMQRcQOqlp2kXgELBIKZUI+KMLKBn8Bt3KXO8Cq4AZ6KZrAbjofx8CitEFh1BKxQNT6DbtDN20MXt0GUBtPX6+C4zuo7bPYI6r6vH/lm599QUcgUu9nOtiL9tu5Wbn6ouLfr/rKKWWobuP/whoSilvfb2ifCBSKeXeS1tNgOtAOy2EEEII6ydTz4QQQghhalnAFXSZP5P5KiC0B1iDrhZRK9cvxf4Q8Lamad0LXnt0b1TTNE0p9S7wnFLqW+gCRvXo6vcYXAM6gde5PoDUvZ3OXjYP9ri+XEEXZPLv5bax6Ka4mdpVdNlcXfRZUn/Q//cl/U9PSUBqj21j0P1NQgghhBhmJFAkhBBCCJPSB3T2AXcA8Xy1otYedJlDtcAxTdMaux3mhi6w0t2TvTT/DvBzdNlGjwAbu7ejaVqDUuogkAxk9De4M9jjbtJeh1LqOHC/Ump9txpFU4EIrg8UtWCabJ0cwEkpFaxp2nn9tm8BCcD3ubF2kWGsJnJjoCgCOGaCPgohhBDCwiRQJIQQQghz2IsuO6eDr2oNnUBXF2cR+to43WwDnlBKZaErYn0fuqlr19E0LU8plQr8D7p6Rb1l//wAXWHs7UqpvwMV6KaCTQHsNU37cR99HuxxfXkB2AF8qpR6Q9/WeqASXfaSwVlgjD5L6jjQrGla1gDP1RtDcfAZwHml1Bj9+bdpmvZKz52VUpl8FSjqvt0b3UptvzNCn4QQQghhZaRGkRBCCCHMwVCo+rimabWgy7IB9ve43eB7wBfAr4APAE++WtGsp3fQBYku9NIOmqZlANPRTb16BV2w5k/oCjUf6Ln/UI+7SXs70WU9xaObHvefwH+gCxTVdNv1TeDfwK/RZe1sGui5+jh/sb69O/WbXgTc0d3Xve1/DTjPjSufrUI3VfDTnscIIYQQwvapbgtvCCGEEEIIM1JKBaPLmPqVpmm91Qcy9vnWoQt2BfaY6jeQNr4Ermia9pgx+yaEEEII6yCBIiGEEEIIM1BKuaIrHL0LXSHoSOBH6IpZJ2qaVmGGPjigKy7+d03TBjx1TCk1CV29okRN084ZuXtCCCGEsAJSo0gIIYQQwjw6gADgNcAHaEBXr+lBcwSJADRNa1dKPYmuztJgBADrJEgkhBBCDF+SUSSEEEIIIYQQQgghAClmLYQQQgghhBBCCCH0JFAkhBBCCCGEEEIIIQAJFAkhhBBCCCGEEEIIPQkUCSGEEEIIIYQQQghAAkVCCCGEEEIIIYQQQk8CRUIIIYQQQgghhBACkECREEIIIYQQQgghhNCTQJEQQgghhBBCCCGEAOD/BwMZakTKDpfeAAAAAElFTkSuQmCC\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABIoAAAGFCAYAAACSfxiHAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzddXgUVxcH4N9s3A2ikASHBCc4LdJCjbpS91L/qoEi2VAKpW7UlQL1UglS3DV4sBAgnhB3W7nfH8mEzWZ9Z3dmd8/7PHmS7M7O3LkzO3Lm3nM5xhgIIYQQQgghhBBCCJGJXQBCCCGEEEIIIYQQIg0UKCKEEEIIIYQQQgghAChQRAghhBBCCCGEEELaUKCIEEIIIYQQQgghhACgQBEhhBBCCCGEEEIIaUOBIkIIIYQQQgghhBACAHAXuwDGdOnShcXHx4tdDEIIIYQQQgghhBCncfDgwTLGWFft1yUfKIqPj0d6errYxSCEEEIIIYQQQghxGhzH5eh6nbqeEUIIIYQQQgghhBAAFCgihBBCCCGEEEIIIW0oUEQIIYQQQgghhBBCAFCgiBBCCCGEEEIIIYS0oUARIYQQQgghhBBCCAFAgSJCCCGEEEIIIYQQ0oYCRYQQQgghhBBCCCEEAAWKCCGEEEIIIYQQQkgbChQRQgghhBBCCCGEEAAUKCISI5fLxS4CIYQQQgghhBDisihQRCQlNTVV7CIQQgghhBBCCCEuiwJFxCVQSyVCCCGEEEIIIcQ4ChQR0cnlcnAcB47jAKD9b83gjrWBHmqpRAghhBBCCCGEGMcxxsQug0FJSUksPT1d7GIQO+E4Drr2SX2vWztfQgghhBBCCCHEFXEcd5AxlqT9OrUoIk7LlJZKhBBCCCGEEEIIuYQCRURSUlJS2v+2NtAjl8vBGGtvScT/TYEiQgghhBBCCCFEN+p6RkQll8tNCtxQ1zNCCCGEEEIIIUQ41PWMSJK9kkxrtlQihBBCCCGEEEKIbhQoIg7B2kAPdTcTDtUlIYQQQgghhDgvChRJgKvdeFuSe0ioOnK1urYFe7UCI4QQQgghhBBif5SjSAJcOX+OsXU3NYeRUMsjxlEdEkIIIYQQQojjoxxFEkEtWsxDrVekwdoR6AghhBBCCCGEOAYKFNkZH/gwdOPtSjff9kgyTUEO68nlcjDG2lsS8X9THRJCCCGEEEKIc6GuZ3amq9uO9mva/7ta8Egul+tsSZSSkmJ1PVC3KetRHRJCCCGEEEKI46OuZyKytkWLq3W/otYr0maPVmCEEEIIIYQQQsRBgSI7MBb44FvKSL17lJTKYikKcljPGfYDQgghhBBCCCG6UaBIAviuZZrBJD6gwbcmkkLgyNKWTdaUWejADgU5CCGEEEIIIYQQ/ShQZGemBj6k3P3K3DJY03VOCutrDUcvPyGEEEIIIYQQ10KBIjszJXAgpe5RurrEpaamUgDERK6WX4oQQgghhBBCiGOjQJEEaQdhxAwc6WrZxL9u7HNSz7nkaqjuCSGEEEIIIYQYQ4EikZhz0y70Db4l8+M/Y2rgR8pd52zN3kEyGj2PEEIIIYQQQohQOP5GXqqSkpJYenq62MUQHMdxEKvujS2bT66t/T//Y27ZxVxXfbTX0VZMWXdry2Jq/UpxOxBCCCGEEEIIEQfHcQcZY0nar1OLItKJdssT/n9LgxlSyrnEs3SdbBFcsmVLH+oCSAghhBBCCCHEHBQosiMxb9otWba+98wZuc3QfOzB2LLNDdKYO72tgmSmbk9X7gJICCGEEEIIIcR81PVMJLboBqTdRcycZcvlcpOCICkpKSYHGWy5jqbSLIO+dRRjnYQoi7ll0p7OXt3vCCGEEEIIIYRIj76uZxQoEoktgij8PI3N29T3TZ2fpcuxhBD5kcwN0ggZ1DG1jLb4vHZgiHIWEUIIIdJBD3AIIYTYG+Uokhgx8vbwFx+Glq1rdDPN101Zhj261xnrMmeoDPxvU7tjidV9y9T5m9sVkBDieuj7T4j00eikhBBCpIJaFDk4Y13GNFu9mNvyhJ/e0idcUuimpa8M2utoKnt2p7PVsmzZOooQIk3UgpAQ6aPvKSGEEHujrmcOwNomx8a6jNk7KCJm9zpTy2BunZs6vRDNx219wUgXpIS4Dvq+EyJN9ACHEEKImKjrmQOwRZNja7qCWds9Tujudbq6xRlbF2NlMPcizNTpTdmW+vIh0XD2hBAh0PGEEOkTq3s7IYQQYgi1KJIQS5MSa74O6A5SpKSkIDU11eGfKFvaZczWLEkUbW3ScWtR0kxCXIfUjpmEkM6c+XtK1xyEuA5b9dggtkFdzyTKkibHpuYOsrbrmZQJ3aVMiPLwwTht+ral2IEiQojroOMJIdLnzDdLdAwixHVof9/NvWcl9mVV1zOO47pxHPcxx3F7OI5r4DiOcRwXb+JnZRzHzeY4LpvjuCaO445yHHermeV3WtY0OTa3q5oYI63Ziva6aNeXGCOHmLItzekK4kzbixAiLjqeECJ9zhokItJF+xyxBxrR0TGZmqOoN4A7AFQC2GHmMl4HIAfwCYBrAOwF8BvHcdeaOR+HVVnfgoM5lTicW4kjeVU4ll+FjIJqnCisxqmiGpwurkHmxVoAwLnSOpwvrUN2WT1yyxuQV9GAgqpGvDRrTqcAAwDMmjMP1Y0K1DYpUNesREOLEk0KFZqVKsydNx9KlRpqtfP1d5dKYMjc/B+mBpM0fxNCiLXoeEKkjvZR50N50qSPbuCJUMz9vtPxQfpM6nrGcZyMMaZu+/tRAF8B6MEYyzbyuXAAeQDeZIylaLy+CUBXxthgY8t2hq5na48X4ckVh4xOV7VzBYIn3GN0mupdP3V6PWj8DKOf5ThAxnGQca1fRlnb/24c1/qejP9b4z0Z1/45zb9l7b85yGQaf/OvyzrOw03GwV3GwV0mg5sbh/Q/v8CEO55qfc2t9T03mQwebm3TusnaXuPaXpN1mNZdJoM7P61MhmsGReGBp1/GD0vf6bTe/3vlNbw6Zy483WTwcJfB0631RybjjG4TU5nbxFLXZ4y9TgghhDgrOvc5N9q+0kTbhdiCuSk5aD8Ul2A5iswMFN0HYBmAvoyxsxqvPwTgWwA9GWMXDM3DGQJFpbXNOFlUA3Vb6xHGADVD+/9qhrbXWNtr0P0brb/vHROPH3ZfwAPjeuDbneex6psPcMNDz2tMq3vejDGoNKZhjEGlZu3TX/rR8Z7G34yh7T3tz2p+ru09desy1WoGhar1PYVajS0vT8a4xZugVKuhUjMo1QxKFYNSrW77bXy/NBQ0q971E+KS0wx+3k3GtQaP3Dh4urvB042Dp7sMHm6y9t9e7jL4eLrBx6P1x1vjbx9PN3i3/X3PmDisPV6In794D0+9OBs+Hm4I8HZv+/GAp3vnxnv6gkliHSwtzY3gzDkVCCGE2AfdKDg32r7SYUl+VELMYW6eXDo+iEusQNGbAP4HwIdpLIjjuFEA9gGYzhhbbWgezhAoEpr2yF9CfbnsecNvrMx8kEuhagsktQWRWgNNDCo+qNT2XmJMENKzK6BUqaFQMVzWtyvWHi9Ci0oNhVLd+lulRkvb3y3KS/8rVAzNHf6/NF2zUo0mhQqNLSo0KlQd/taMZfGtwXKWTNcZoPJylyHA2wOBPq2Bo8C2IFKgtweCfT2x69fPkPb9R50+Z8+TtqX7ER3cCSGEWMJZb1jpAUpnVCfSRNdwxBa0v+9SG4SIdCRWoOhLADcwxiK1Xu8N4CyA+xljP+r43OMAHgeA2NjYETk5OWaVUYps8QXQDhhZyx7DsdvqgtCSrl/WSElJwWvz5qOpRY1GRWvgqLFFhcSYIOw8W4r6ZiXqmpWoaVSgtkmJ2mYlapsUqGlUoqap7bUmBaoblahqaOnQgkoz2OTj4YaIQC9EBfkgKsgbkUHeiAr2QVSgN7qH+iIuzBfeHm4dymbpups6mp6+zxFCCCGWcqZziTOtC3FutK8Se6BAkLQ5VKBIk7O0KBL6QGyLoIulZTT1y685nS3qw54HIM3ym7ItDJWPMYaaJiUq6ltQUd+MpPgw/Lw/B+X1LSiva8HFmiYUVzehqLoJF2uaOgSVOA6IDvJBfBdfxIf5oUcXPzx2eS+U1DSha4CX0fWwdD9y1qfAhBBCxOFMN6zOtC7EudENPDEFv5/Q/uKcxAoULQHwPKjrmU0vGqyZtxA3/KYuX3M6R7+IMjcRtXZgyVgQRt/7KjVDeV0zCqubkFNej+yyBmSX1+N8WT2yy+pR3ahob5HUNcALidGBGBwThJE9QjE8NgR+Xu5G18ncbePo25IQQoj4HP0GhB6g2Iaj7xf2QHVEbE3odCdEWsQKFN0P4AcAfRhjWRqvPwjgOzh5Mmt7XTSI3fXMkkCRI57UTNmepgSKbHGQ1Ve2Xlc9CPWw26Bmrcm7E6MDMbZXGKYlRGBo9xC4tY38Zk2rKDppEEIIIZfQeVE4VJfGUR0RWzM1UOSI93dEf6Co81BMwloHQAFAe9z2ewFkGAsSOTq5XN42ylnrF4r/W+gvUEpKiqDzMwWfG4njWgMN/N/a66ZvOkdkyvbU3Bb2XHd9Zcta9x3udNuLHx4ehScn9oK3hxu+2XEBt362B6MXbcSsP45hW2Yp5s1PQUpKisF10xVI0l5nQggh5qMLa0IIIVKi6z6G/63rng/Qf69AHJPJLYo4jrut7c8rAMwE8BSAUgCljLFtbdMoAfzAGHtE43P8yGevATgE4E4AT6A1d5Hh8cvh2C2KNDlCtN/SKLCpUWZ71IHQkWyhWtHoCxAJ2bqML6t2UmrtstY0KbD1TCnWnyjG1jOlqGtWIibYB3ePjsU9o2MR4udlVrc6Qggh1qHjq3Ohp+rWoW58xlEdEXuS0r0eEZ7VXc84jtM34TbG2CSNaX5gjD2o8Tk3ALMBPAYgEsAZAAsYY7+bslxnCRQ580WD9sFDzC5KQi9D3/zM3Z72yM+kL0BkaHnNShU2nizByv052JVVDl9PN0Rm/Ys/v34fwb6edCFCCCF2QBfXhOhG3w3jqI6IrRm616N7Bcdnddczxhin52eS1jQPan1OxRhbyBiLY4x5McYGmxokcibO+kXRzM3D/05NTdW5vs7URcnc7WnPddc8eBtrJurl7obrBkdhxaNjsO5/l+HqxEhkx12LiW9vxQ+7s03qkkYIIcR8pnbhJoS4JjoWCIvq03L8fQz/WzMwZK9UK0QE/MaU6s+IESMYcQytu9Ol39ZISUkxa1oAnX7MmYct56dr/kJ9Tl9ZrSn7qaJqdvdXe1hcchq7/fPdererUPVBiCOi/Z8ISYjzJnE8dBwxjq8j7d/a7zsTfp1MPS64Qp0IgY6zwtFXl1THjglAOtMRhzF71DN7c5auZ87O2maH2l25bD0Cm1jzs4Z2WYzVmTUjFDDG8PvBfKT+exInFlyNbWdKsHnlUkG2ESHOgPZ/IiTan1wTbXfT6bumccY6tHYocmesEyFQvVjHlHs9Z0614szEGvWMSJjQSZ+t6aJEWfLNZ2qdGev2pms+qampuGNkLE4suBoAMLFfuN4uhYQQQqzjTF2zCSGWMzV1gCXzdEXUxVc4pnQxo3p1LhQocmFCB2esPTgIcTAX+mJb7It3c+pEu6z8/5ZsF/4z/Mngvm/2IS45DScKq+mES1wWXXASW6F9yHXQccR0uuqK/+1sdcivq/a1Of8Q1ti6GdqvXPlhrKHghiPvL1JDdemcqOuZC7NVE0xTD76GmjCmpqZS81AtHMe11402c0cWMKX5qGbT52aFCg9/fwB7zpfj6/uTMLl/ODXhJS6N9n9CiLXoOGI66npm/uf1/e+qqF6Ew9/r8T9i31MS61DXMwLAPk+yTJ2XKU0YhVqWubTnK+ZBSrtJp7V1Zmg+ADrtHwCwaOECfH7fCAyICsBTKw7hfGmdlWtFCCGE6Ec3B8TVmduqXft60dlaXVlL7F4CzoTfj4y1VrN2f3Pl1nCSoCvDtZR+aNQz24GAo5RZS7sMpo7YYKuya89XzDril61dJ0KVSd98dL1eXN3IBsv/Y7d+uovNmz+/w3s0ygZxJbS/E2JbUrg2sTU6jpjOFUc9M5etrxcdgbG6s/XIxq5EX12+PGsOq29WMMas3/dcad8VE2jUM6LN2qatQrK0aaFQZddevpSap+pbtlDNMfXNR99y/ziYj5d+O4r50xPw8IQeRqcnhBBCzOVM5xRrz9eu0P3CFdbR1vR9Z5zpu2SMKesqpfsfR6QvfUXQ+BkInnBP+/9d/D1xcN40fLwpE5P7hyMxOsiq+ZubZoOYjrqekQ4089Dwv81tkipGdzV+WqGb0/IjeumarxjNdk1ZR6HKoW8++pro3jI8BpP7dcVb/53GxZomQcpACCGEOGp3GWPls7b7hCt0v3CFdbQFU74zrt7liq+L2iYF1mUUAQD+9/NhAMCTyw9C/s8JLNuTjWdenq33wSxpxRjD8Jsfxw2f7ERcchoA4NoPtwMA3nh9ARbeNBDDyzYgZ8l0HJw3DQDw7BV9MTAmGP2ufRh/HymAWm04OCdUmg1iPWpRRARLlicGocrAz0dfUjYptigSU055PSa9sxW989Zi44qlnd6nqD8hhBBrSPHcp4+xslq7Lo5UF5ZyhXUUwrnSOuw7X4G8ygZUNbTA38sdXfy9kBQfiqT4UJesQ2MtUDiOw9AbH8WRv7/uNE2PaQ/Ae/RdaGhRIWfJdIxbvAkBJ1fhp8/eRYifJwDaN3lnimsx96/jOJBdiV5d/XDfmDg8NKGnwVHkOI5DWW0T/jlaiOV7c3CutB5DugdDfn0ChsWG6F2WvvsxYhvUoogQLbqewvAti4hhcWF+uCohEiV9bkB9s4Ki/oQQQgThLOcPa1tHOWrrKnPoW8e7n3wJR/KqoDLS8sBVKFRq/LgnG1e+tw1XvLsNr606jq93nMfGUyVYvjcXi9eexq2f7QYALF5zCsXVrtPamw8o6GqB8uAzr+C+b/YBANyS7sTr/57A/gvlHaY5/9/3OJF6FXbNmgIA6BXuj/9+/ATj3tyMpVuyoFSpxVkxifktPQ/Xf7ITWSV1ePOWQdjwwkQ8OL5He2s1Q8elMH8vPDS+Bza8MBGjKzehuLoRt362G59sPqu3dREf+HP11nCi05W4SEo/lMza9sxJ4Ca1JHBCLRdaib2llCxRqgn20rPLWVxyGlu2+wJjjBLOEUIIsZ6+87DUmHM9ZO350VnPr9WNLeyLbVls3OJNDACLS07r8DN8wXo2Z9UxdrGmUeyiimbX2VI26e0tLC45jd20dCf7ftcFllNWz5Qqdfs05XXNbPWxQpZ0y+Osx6w01ue1NezLbeeYSmMantS/V+bS/m4AYGq1mt322P/0fj81P6PvexzVb7ik7nfEolKpmfyfDBaXnMZmfLmHldY2mfV5XYnVa5sU7LmfDrG45DT24Lf7WEOzstPnnPWYJ1WgZNZEaM7SHJCSplmGMYabP92NqoYWbH5pEhYsoNZYhBDhUHJb1+SI1xamdj07e7EWy/bk4HhBNUpqmuDv7Y5h3UNw1cAITO4X3t6yxtz5O6Ld58rwv5+PoKS2GaN7hOLXmeNwLK8KYf6eqG1SIkWegvCJ92FtRhG83N3wwtS+eHh8vN46cjZqNcOnW7Pw7oZM9Ajzw5zrBmBKf/37CC+3vAELV5/E+pMXMbZnGJbeMxyhbV2oAOfbl7TXJyUlBQHj7sYnW7Iwpmco3rtjKGJCfDtMo+vcou9eIHzivSjZthyniqrRPzLQZushRWo1w2urjuPnA3l4aHw85lw7AO5u1nVG4rcXYwzL9+Ui5e8MjOoRim8eGIm3Fy+k+zGR6Ot6RoEiByK1i2ZnOtlQX1jL/H2kAM//fAQ/Pz4GY3qGiV0cQogTcYXjsdTO62Jx9Ac2xvbVWXPmoar/TVh3ohhe7jIkxYcgItAblfUtOJxXhaoGBS7v2xXy6xPQs6t/p887236ydEsW3ll/Bj26+OG9O4ZiaPfgTuvI1+mFsnos+PcEtpwpxT2jY7HgxoFwkzl3sEitZnj596P481ABbhgSjcW3DIKfl7vJn2eM4bf0fMz7OwM9uvhh5WNj2oNFznBc1Xe8mD9/PnzGzMDn285hxqhYLLypdV8xdZ11jYaWVVKHPhEBGJL6H5Y/MhoDY0wbucvRMdYaJPppfx6em9IbL0zta3GQ1tDxfdhNj+GFX44gKT4Uyx8ZDU/31kCUM+ynjoQCRU5Aal8aZ7twAaRXx1JX16zE8AUb8OD4eLx27QCxi0MIcSKucDx2hXXkKVVq/LQ/F/uzK5FbXo+IQG9cOygKUxMiOtwEO2KdGLoeyrxYi8eWpaOwqhHPTO6D+8bGdWjhoVCpsWxPDj7YkAlwwA8Pj8JwA0leHd2nW7Pw1rozuGFINN68dRB8PXUHQDT3A8YYlqw7g8+3ncP1Q6Lx4Z1DIXPiYNGiNafw5fbzeP6KPvjflX0svkHfcbYUj/6QDlX6rzj33/ed3neUQKwhmvvJtzsvYEHaSdw7JhZuh39vD06Yer+i76HxC6/Owf7QK6BQqfHvsxMQEehtk3WRkh/3ZGPe3yfw5KReePWqfoK15NN1fOcfOj8yoQfmTU/QOx3gnPeeUkDJrIngnPGLam7SNEesAyHL7O/ljtE9Q7H5dIlg8ySEuC5XSOBrCUdf/4yCatzwyS7M+/sEDudWwt/bHcfyq/G/X47gqg+242held7POsK66ytjXkUD7vhiDxpaVPj58TF4/so+HYJEAODhJsMjE3pg7f8uQ6ifJ+77eh/2nS+3Q6nt78e9OXhr3RncODQa7985tFOQSN/3PzU1FbOu6Y9Xr+6Hf48W4qPNZ8Uovl38uCcbX24/j/vHxlkVJAKAy/p0xTcPjAQ34nY8+sMBqNWtiZn5rj+O8N0y1eHcSixacwpTEyLw+o0DsWDBgvb3zEkgD3S+F3j/rTfwzYNJqG9W4vFl6WhSqIQqtiQdzavC86/OweR+XfHKNOGCRPrcODQGD4yNwzc7L2DjyYsA9N+P6WqZRGxIV+IiKf24ejJrqSWPJh3BAZOtCV3mb3eeZ3HJaSy7rE7Q+RJCXJu+Y5Wjn/8sOa870rlGez2O5VWx/nPXspELN7C1xwvbX1ep1Gzn2VI2bvEm1vu11eyX/bk6P+9I666psUXJrv1wOxuUso5dKDXt/Fhc3cimvLOFDUxZx3LL6zu974j7Pl/mM8U1rPdrq9lD3+1nLUqV0c/p2u5qtZq9+MsRFj8rjW06VSx0UUWXU1bP+s1dwx74dl+HZNXW+mZH63XaV9vPOez3SZ+UlBRWVd/Cxi3exMa/uYlV1bcwxmxz3Pgvo4jFJaexOauOCT5vqWhoVrIJS1qTy1fUNQs+f33HMP54OST1P1ZuYLnOtv9KBfQks6YWRRKnb8hHZ3oKQMwjtW0/pX84AFCrIuK0pPadc3WO/kRR+7ye8ncGnll5CH5j78KB7AqRS2c9ze1TVN2IR344gFA/T6Q9NwFXD4xqf08m4zC+dxesfm4CxvQMw6w/j2HL6RKn+b6l/H0CJwpr8MFdQxHfxc+kz0QEeuO7B0cBDHj+58NQaA3N7Yj7fmpqKlRqhld/PwZ/L3e8fdtgeLjJLNrOHMfhjZsHIiEqEDNmvoTS2ub29xx9v2FtOWHcZTIsvmWQoHmYHhofj6sTI/Hm2tOY+UIyAMevL55cLsd7G86guKYJA4vXI9jP0+wWqabWxbTESDw8vgdW7MvFodxKK0suTV9sP4e8ikYAQIhW60ch6Ktrbw83vH/nUORs+AHvrD/T6TPU0lgcFCgixExiH7AsuVC0ZZnjwvzQq6sfBYqI4KRyEeCIN2fOwNyuwI7m061ZAIAV+3JwJK8Sn287j9s/34P//XwYJbVNop9rrKVSMzzx40E0tKjw7YMjER7QmtdDu/zBvp744r4RGBAViGd/OozTxTUOv+6HcyvxS3oeZk7shSn9I8z6bGyYLxbdMgiHcqvwwcZMG5XQvn7YnY0jeVVIuT4RYf5eAIwfV/V9/7093PDRjGEo2bYCb6073f66ox+n/zhUgJ1ZZUi+pj+ignwEnTfHcVhy22AE+3qitM8NYIw5fH3xzl6sxfJ9ubh7VCw+f/9Nix6um1oXcrkcL07ri4gAb8xZlQGlViDX0b04aw5emNoPOUumA7D/cbdvRACqdq7ET/tzkVFQ3f46NZoQka5mRlL6cfWuZ5ocscmxs4MITSCtXaYtyvzG6pOsz2trWG2TosPrtM8Sa4jx/dJFKuVwZc7WDXvt8UIWl5zGht/0WHsXo4ZmJXv3v9Osz2tr2Pg3N7GSmqb26aW+D+rbPkHjZ7C/Dud3mFbfuhRVNbJRb2xgU97ZwpoVKqPTS5VarWZ3fL6bjXh9PavTOiea48VfjrBes1ez51+Z7XD7vr79Yf78+e3TCHEtE5ecxg7lVAgyPzE1K1Rs7KKN7IZPdjKVCV3OLN32P+/PYXHJaeyfIwUOXV+a7v9mHxuYsq5TdyVz1s/Uafnp+OP3NzvOm15QB/DMykMMAMurqLfb/qGrq/HwBevZrZ/uYmp15++Cs+y3UgPqeub4KHLquqT+dHVSv65oUak7JeB0lidWxPVI/TvnapzpiWJRdSOS/ziOwd2CsOe3z9E91BcA4OPphhen9cOvM8eirK4Zjy5LR2OLYyRN1d4+CqUKk97egjG3zcT1g6PbpzEkMsgbi28ZhHOl9fh21wVbF9lmtmaWYt+FCjw7pY9ZQ5prS766HzzcZFANu93h9n3t/SEuOQ1Hcivbj6OWHle1j8s5S6ZjeFyowx+n/zyUj8LqJvzvyj4mjeZm6bXVibRvkLNkOm4YGgPAceuLt/NsGbZlluL5KzoniTfWItWac/xViZEY3zsMn2075zSJrbNKavHv0UIAQLcQX7stNzU1tdO2ODR/Gv54ajwefu7VTtM7e0tjydEVPZLSD7UoIlImxhM9WBlNt0WZG1uUrM9ra9gbq092eN3ashLXI8WWI4b2Yyk/1XdGTQqlwx9X7v16Lxswby07byDB8X8ZRSx+Vhp7/qdDjLFL+5kj7G8A2C8Hcllcchr7L6OIMWbe9/qR7w+wAfPWssKqhvbPOgq1Ws2u/XA7u2zJ5g6toiz1zn+nWVxyGjuWV8UYc7xzKv99nfHlnk7vWbsumvvZtjMlDlc3PIVSxS5bspld//EOnS0odLFmXXdllbK45DSHrS9N932zj41cuMHq75qxc7yuY9fDz77C4pLT2I97sq1atr3pOp6Ked2lXfcAWJNCyZIWbmD3fr3X5ssnraCnRZHogSBjPxQoIqQjqZ7cb/98N7v+4x2SvNEnjkkq+7qhckiljM5s/vz57PV/T7BRb2xg8bPSWMyU+xx2xKOThdUsLjmNfbEty+i0fJDgSG5l+2uOsL/Nnz+fTViyifW95qEON7582fnf+s4JueX1rO+cNe1BMkdyJLeSxSWnsRV7cwSZX01jCxua+h+775t9jDHHCpoxxtgv+3NZ0PgZbNuZkk7vCREoalIo2YjXN7AHv93nEN8NXf44mNchqKqPkNdWN3y8gwEwOTAlRc++PJvFJaexjzZmWj0vU/cdzenUajW78ZOdbMKSTUxhwih+UqFrXSvrm1m/uWvYq78dtcv3yNC+zC//k81nWVxyGjtZWG3z8hD9gSLqeiZhjtoUlNiWVJtdjukZhoyCarw4a47DNZMnxBCpfudcAWMMCxYswNc7L2BIt2A8O6UPEqY/goe/T8f8vzPELp7ZfjmQB083GW4f0d3otE9M7IVQP0+89d9po9NKyQ0PP4+8ikZkrv0Oqampnbp3AK3XN/q6z3QP9cX9Y+Pw77EiFFc32a3cQlh1uACe7jJcNzjK+MQmCPD2wCMTemB7Zimyy+od7jz6zc4LGH/Hk7isT5dO7/HHVUvXKSUlBV7ubrhvTBy2nCnFsy/Ptqaoovlxbw76hPvjygGGk55b0v1W33sPjItH0PgZ2JlVZmmxRffxO4vh6SbDjNGxVs/LknM8x3F4alIv5FU0Iu1YkdVlENNP+/PQpFDjoQnxdlmeoX2Z3xb3jI6Fr6cbvtpx3i5lIrpRoEjCKL8L0UWqF4pjeoRCzYCD2ZViF4U4CakEaLS/c5S/yH4+2HgWAPDE5T0Rde5fvDi1L/59dgIeHBePZXtykHasUOQSmq5JocKqwwW4amAkPnx7kdHp/b3c8czk3lj9/UcOtb+tPV4MD7dLASHtG4KUlBSjZb93TBzUjOGn/bm2Lq5gFCo1/j1aiCsHhCPIx0PnNJZss9tGdIeMA34/mG9lCe0rq6QOZy7W4o6k7u37ria+Liy91uU/f/foWHi6yRA84W5LiyqavIoGHM6twi3Du5mUm0jXucgQfXV73eAo9L76IXy/K9vsZUpBdaMCAHDD0Gh0aRtFzxqmrqP2NcmVAyLQq6sflu3JtroMtmTommX+/BQs25ON8b3D0D8yUPTrLn5bBPt64o6k7vjnSCHK6ppFLZNL09XMSEo/rtz1DA7ajJa4pobm1jxFizTyFDlaM3lCzEXHadsw1s1CoVSxGz7ZyYam/tdhdDAp++twPotLTmM7z5aavN80KZRs3OJN7PbPdjPGpL+/zZ8/32CXAnO6zzzwbWv+kRYH6dax6VQxi0tOY+tP6O8Waen2e+DbfWzMoo1MacKIWFKxdEtr15GCygaD0wmxT7/06xHWf+7aTiOvSt2nW7JYXHJa+8iH+vDfD76utP/Xx9D77/x3msXPSmPZZfpzpZmyDHuSYmoDfj/PKTO8DaVCe3uibfTAtKOFopTH0LY7U1zD4pLT2Hc7nWt0OSkCdT1zDPSkmjgqH083DO0ejL0aI5/RfkuItDjKd1Iul2P53mzEJacBQHuLFL787m4yvHv7YNS3qJDyj2N0Qfs1PQ/dQ30wtmeYyZ/xcnfD3aNjsT+7AoVVjTYsnTBue+xFxCWn4Ze2lkD8xSbfpcCcFkb3jYlDSW0z1p+42OF1qe7Dfx4qQIivByb27SrYPPl1vSOpO4qqm7DLgboK/XfiIgZ3C0J0sE+n9wxd61qyfW8f0Q2NChW2nSm1tth29e/RQgyLDW4f+VAf7ZZBxrqbmXIfcffoWDCG9pGuHAF//Lj7qz0AbJ/awJT58qM6/utArVu1+Xi4YUr/cFGWbaiO+0YEICEqEKuOOG7dOjoKFEmMLYYAlupFFenIGbbT6J6hOF5QjdomhdhFIcQuxG6mbS5H6tL88/48uB/5HQB03vT0Dg/A45f1xNqMYuRXNohZVKPqmpVY8/1H2Jl8BdzcWi+9dN3A6epacu2g1nw3azOKrc7rYmtrM4rgJuMwNaFzvhV9Zda3T07qF46YYB+s3J9j0vRialKosOHkRQSc/Aue7h0vra15AMiv6xUDwhHs64Ff0/MEL7stFFc34WheFa5KjNT5vqFrXUu2b1J8KEL9PPHfiWKrym1PWSV1OFlU0x5o0IffT7T3H337k6n3EVFBPhjSLQgbT5XoXKZUH1pX1rdg7/kKuyzLlH2xe6gvkuJC8NfhgvY650mhvrTxgXnN7Xt64TXw9XLXWV6x1+GmYdE4mleFC2X1opbDZelqZiSlH+p6Jp35ENtyhu20I7N12NUtpy+KXRRCRCHF7pb1zQq25lgh+/VArt7jjNTKfTy/qr3JuaFuFrnl9SwuOY19sMH6kW9saeuZEhaXnMa2Z7aO/qRvO2i/zv9/9Qfb2a2f7tI7nVRMfnsLu/ur1qHQje1TpnSfWbTmJOv92mpWp9GlSIrrvu98uUlDjptbds3p5646zvrOWcMaW5QWldGelu2+wOKS09jZizVGp9W3z5vrld+OsIHz11k9VLq9vL/hDIuflcaKqxstHrLc2v3tw42ZLC45jV2sabR4HvbCr/dv6a2jxM18IdnmyzS27nyZ+P2dH6HL1K6BYtt7rowBYP8cKdA7jdjrUFTVyOJnpbH31p8RtRzODtT1zPE42pNqQobGBkPGAYdyq8QuCiGikFprB8YYxtw2E9cOjsYdI1tHh9H1dFhq5f7lQB683GW4eVg3g080u4f6YlyvMPx+KA9qNdM7ndgOXKiAm4zD8NgQiz5/7cBIpOdUSnoUsMKqRpwvq8cV/VtbExnrHsOPiAbob7EwoXcXKFQMT700W7ItHADgQLZwLRz0tebI2fA9mpVqHMqV/oAR609eRM8ufujV1d/otLpaOFiyfaclRKK2Wdmh+7uUbTlTiuGxIYgI9NZ5/NXVMoh/3VTG7iP4kda2nO7cqkhq+Dpal1GM6CBvfPruYpssx5x9kS/TdYOj4S7j8NeRgg6vS93ajNYWeJNF6nZmisggb4ztGYa/j3RusUVsjwJFEmZtdzMpX1SRVs62nfy93NE3IgCHHeBClhBX8M/RQtQk3IylW84iu6wOAJA4fx0ulNZJ9jjDGMPGUxdxxYBwBPleGj1K+6aHL//tSd2QV9GIfRfs0x3BEvsvVGBgTBD8vNwBdFwXfecBzf+fu7IvilfOQlSwj2TPFy/NmgsAGBkfanRaU7vHjIwPhae7DH2veQgpKSmCdssXAp9T55kpfZCzZDoAw9vFlAeA+upm6buL4SbjsDtL2oGQFqUa+y9UYHL/cJ2jnWnj69CU/cGQCX26wNfTDetPSr/7WWOLCicKqjG6h/Hviibt/cfY/mSs/gZEBSA6yFtn9zNTl2FP9c1K7DhbimmJkSbtW5awZF8M9fPEmJ5h2HK6RG9XQbGPVdrUaoa1GUUYftNj8G87L/Gkdm9y49BoZJc34GRRjSjLd2m6mhlJ6ceVu54JBRJv+khaOct2mv3nMTZw/jqmcqDRWQixhhRHYmGMscr6Zjbi9fXsxk92to+WBIANlv/Hrvtou8ERqsTEdyf7YfcFg9Pxx8yGZiUbOH8de+GXw7YvnJlSUlJYY4uShU64my1MO2F0eu3zgOb/V72/jd3+ecfRz8TeVpoAsP5z15o9Spmxc99dX+xhV3+wvX06KZ0rATClSs0Gzl/HZv95TPCyac/vpqU72U1Ldwq6DKEdzatkcclp7N+juruzGNtnranDmT+ms1FvbJD89cfurDIWNH6GycdfW37P5646zvrPXSvJLo36zq0PP/uKXZava1/UV6beQ0ZJ8nyqz6miahaXnMZ+PZBrcDopHG+LqhpZXHIa+3xrlthFcVqgrmeEEHsYERuC2mYlzpbUiV0UQuzCFoMQCOGzbedQ2aDAopsHwU3W+mQwJSUFc68bgIyCGkx/6HlJttLY39YyyJSWKUDriIvXDIrE+hMXobKg+5kt1zc1NRXH8qtRsXMlRvUwfbQzXSb27YojuVVoVqo6zF9KhnYPhoebeZeWxlosTOjTBac0niRLqYUDAJwurkFtsxKjTNxfTcHvk9rrOr5XFxzLl/aAEUfyqgC07gu6GNtnrdm+VwyIwMWaZmSW1Fo8D3tIz65A8IR7UFXfYtLx15bHqCsGhKNRocKec9JrqaZ9bk35OwP9567FF++/aZfl69oX9Z3vf//3PwDAX4fz21/np5ci/jw7xoxROMUSGeSNPuH+2OlAoz46CwoUuQCpXVQR3ZxlOw2Pa83B4Qh5FAhxVowxrD5WhIl9uyIhOrD9dblcjmsGRcHLXYbVx4okF2gAWvO9BHq7o19EQKf39DWJz93wA+qalThTbP4Noq3rYP+F1huwkfEhRm8aDHUtGR4XghaVGhkFNZI5X2hvj5+fGGt2FwVjuYy0u3WlpqaKevOlvc4DY4KRs2Q6tv/yqWDbhd8ntddzXO8wqNQM++w06pMljuRWoWuAF2KCfSz6vDXbNom//sipsnge9pCeU4m+Ef4dutaKZUzPMHi4cZ267koxwHEkrwqDugXB3cxgtKXMqYOBMUEA0CHgJpXjtC77L1QgMtAb3UIMf0+lsg4T+nTB/gsVaFKojE9MBEOBIhcgxYM96cxZtlN8mC9C/TxxKIcCRcT1SOWi6kRhDfIrG3G1juGp/b3cMblfONYcL2p/TSrlBoD92RUYGR8KmaxzDgpdT3NTUlLw9uKFAICDOeLfQGsHEp69oi8AIMTPy2iQQ/s9zf/5RNhyExNB2wO/PXa3PendfOqioK3S5HI5lCo1BqasAyCNVm/a++BTyw9i7KKNeO/NN2xeruGxIfByl0n6yfqRvCoM7R7cIQBrr5wncW3XH4dzKyV7TaVSMxzKqUSSRgs0MY+/3h5uSIgO6vRwT2oPEebMm4eThTUYpqelmhjbWzMROx+8WnLbkPbySHUfZIzhQHYFRvUINZrrSSrrcG7dd2hWqnGQ7i3sigJFhBBBcRyHYd2DcZBaFIlKKid3VyOVel+XUQwZB1yZENHpPblcji/uT8KBuVMBSKOVBq+0thnnS+sx0owkr6mpqegW4oPwAC+TLyJteeOqHUhInH8pyMG/b4muAV6IDfVFzJT7JdfVkQ/QDYsNFnzebjJOZ/cIsYNFvP3ZFWbtr4bmaWyf9PZww6geodh9TpqBouoGBc6X1esMFNljn+WvPw7lVkou0ME7U1yL2mYlRsZfGgFR7GPv8NhgHMuvgkKlFrUchtz+2ItoUakxxMIujbbAB4M09+245DTklteLvk0Nya1owMWaZkGOW/by46fvwl3GSTpI7owoUEQIEdzwuBCcL61HVUOL2EVxWVK9SCb2se5EMUb3CEOon2en9+RyOWbPmYd+c9cAkEaggZfeNsz4KBMuYDWfwnMchxFxISYHqO114woA+Zt+aC8j/9vSoBS/jny5peJgTiV6THsAwb6d9zchDO0ejKDxM1DdeCk3j5jHOH7ZLya/htLa5vbWXtrM7YJnyj45Mj4UmRfrUNestKjstnQkvwoA9Lb6sIfhcSE4V1ov2vKN4YOqSXHSuUkfHhuCJoUaz73ymqRGu9JkLPeVlEg1kMvj8xMJmVfNHobHhmDnWWnXrbOhQBEhRHD8U+XDbSd2Qoj9ZJXUIqukDlcP7NztjLf4jdcxpX84AFiUANpW9l2ogLeHDAOjgwxOp6v71ef3JeH4P1+jpKbJHkU1ye2PvYDgCffgmZdmCRKUGh4bjNLaZuRXNgKQRpdBtZrhUG4V7nj8RZ3vC3GTmRAdiOAJ93RIai0FV9//HABgYEygzvdtEcxKbMs5dlpidQEAixcuQM6S6RjfpysA3YEGW+6zunJaSSXQwTuQXYmIQC+juWHsic8tOfrWJyTXWpF3NK8191VUkHf7a/bq0miq+fPno4u/F3ZLMDG4pgPZFQj29UCfcH/RymDKNtLevr89OQ5pz12G5Nfm2bh0hEeBIkKI4Pikfhn51SKXxLVI7aLJmeWU1yP13xMoqZVOUIL334mLqNq5AlfpyE+kaVpCJILGz8DpYunccB7IrsCw7iHwdDd8eaKr9cWhnNaRhMzNYWDLG9f+1z0MP083fPDWIkHmpz1YgBS+2zkVDahuVFg8ypUp+ODIooULRDvG6Tq+TkuMRNXOFegfqTtQZClD+ySfnP6kBANFkZPvw9T3thoMNNhyW8nlctQ1KdBjVpre5Ysto6AaQ7oFG80NY0/RQd6ICPTCodwqsYui15H8KgzpJk6XRlOlpqZieGwwjhdI+9p3/4UKJMXpzgNoL6acF7S37+6sMsQlp+GaB561dfFIGwoUEUIEF+jtgR5d/CR/snQ2UrtoclbrMoow/aOd+G5XNpasPSN2cTrZfLoE1bt+QqTGk1eg843uzcO7oXrXT5g7T/xWKQDw2tz5OFVU0yF3hzn+/PoDeLnLzA4U2fL7cTS/GgNjguDWdkFubVCqX0QAfD3dJDVYQEbbcZ5/QGAL4QHe6Brghd5XPyTaMU7X8fXRHw5g+M2Pw8/LvcN01gazDE0bGeiNEF8PnCyUVqCIMYZj+a1BEDH5ebmjn8CBO6E0tChxoby+w0iUUsBxHIbHhnRIaC2F1oq86gYFzpfWY1hssOS71fePCkR2Wb1kR+cqq2tGdnkDRvWw7DwrJv57c0Jixz5nRoEiQohNDIwJar+BIMRZHMiuwMzlh9Az3B+3Du+GPw/nS+qGbdaceTisJ0+P9o2uWq3GqDc2IHbqA/YsYofyaFr8xutQs0utZkzF39AsfH0BhnQLRrpEgigtSjVOFdVgcLdLARRrAxrubjIMldhgARkF1fB0k6FvRED7a7Zo3ZgYHSip7xoAnCysQUJUx5t+SwL25tQLx3FIiA6UXIuiizXNqKhvaQ8YihloGB4bjK6X3wO1hLrVAsDp4lowhk77DE/MhzrDY0OQX9nY3kpWSg+YjhVUAYDBIKQ99zdDddM/MgBqBpy9WGe38piD775rrHu3LVhzXkhJSUGQjwdiQ31xopDuLeyFAkWEEJsYFBOIwuomlNc1i10UlySlp4HOZMXeHAR4u+Pnx8Zg/vQEBHp74M11p222PHNbISxZtBAX3jQtPwefADo9W5ygg74nw+uWfWzWfDTXb1hcME4UVqNZKf7T3MyLtWhRqjFY4BYWQ7oH43RRrSTWEQAyCqvRLzKgQ3dBW7RuTIwORFZJXfuTejGPcSkpKahqaEFBVSMSBbjhMreVREJUIE4X10IpgVGq+G2aPGcuAGBAWxBEzEDDsNgQ+I6dgfNl0rpZ5wOd+loUidlaZnhcMADgUE6VaGXQZ/HC15GzZDou66s/95U99zdD26l/ZGvA/JSEunRrOlNcCwDoFxlgZErhWXNe4KcZGBOIjAJp1q0zokARIcQm+KeK1P1MHFJ6GugsqhsVWJtRjBuHRsPH0w1Bvh54dkpvbM8sbR9FRGjm3Di0X0ilXBqOXd9FGH+TPSIuFAVVjSiuFifXkvYTxpwl07Fk0UKT91/tz792bQKyFl2H51+ZY6sim+xo2whQQnfFGRgdBKWaIbNY/JtgxhgyCmps2u2MlxDVut78k3oxj3Fyubz9pj/RQDcifcEsa8ueEB2IFqUa58vEH92LP0YtW/ouAKB/lP1vQLXxLXZOFdWKXJKOThbVINDbHTHB0klkzUuMDoKMA05KsLVGr6sfwrjFmxyiW31cmB+8PWTtARmpOVVUi/AAL4T5e4ldFIskRgcht6IBNU0K4xMTq1GgiBBiE+0JrQuqJXkyJ8Rc/xwpQLNSjTuTYttfu2d0HLzcZVhzvEi0cmkHSzJSr25/3dBngNbh1gF0yE1hS9pl5W8y58+fDwCY9cfRDuUzZX6aTyjzKuoRl5yG8XfMFLjk5juWV41gXw90DxX2ppAfYStDAjd0+ZWNqG5U6B31CxCu5U9ie34K+6+3rv3xhAmBIn37cWpqqlXdMPhWTFLritc91AeB3h5iFwO9wv3gLuNwurhGUtcfJwtrkBAd2L7N5XK5TbppWsLbww3xXfxwWoIBjjPFNe0tdcRi6nZyk3HoGxEgqUEiNJ0urhGlNZE2S88L/PFWasc+Z0WBIkKITQR6eyA+zBfHC6oln3yQiEtKF/KG/JKehwFRgR1uin083TChdxdsPHWxPVhhLXNvHPhgCT9c9s/7c5CSkmLiDWcgvD1kdut+pq/peUV9CwDgzVuHALD8Zikm2Adhfp44KtKIi5rlPVZQjUExQYKPbhQb6osAb3dJ5IDjW4wOMtCiSKjvd2yoL/y93EVJZKrrHHaisBqRgd4WP5m3phtGzy5+8HSXiZanSNcxCgB2Jl8hiZE2vdzd0DvcH6eKaiVz/aFSM5wprm3vmgdcChhKZRCK/pEBOHNRWoGiFqUa50vr24MbYnU5NWc79YsIkGSLIqVKjbMldR32QbFYun/zQXIpnP9cAQWKCCE205rQmqL+xDBLL+TteSF9srAGGQU1uDOpW6cb/ysTIpBf2SjYBbalNw7bMksAAJf37Wpy3Xi4yTC4m/jJkcff8SSCxs/AuZLWOrTkZiklJQUcx2FwtyAca+v2ZW/8vtzYokLmxVqbjADFcRwSowORIYEnqhkF1XCXcXZ5Qi2TcUiICpRMItMThTUGWxNpE7LliLubDP0jA0SrC+1jVH1zazeQ9zeckUyXoP6RAe3Bc7HJ5XJkl9ejUaHSm8haCvpFBCK3ogENLUqxi9LufFkdlGrWfoyRwr5lTP+oQJTVtaC0Vlo5OrPL69GiVIveOssaXQO8EBHoRS2K7IQCRYQQQfEncblcjqX3jMDu2VcAEK85NXFe9nxSvOpwPjzcONw4NKbTe1f0DwcAbDpVYrfy6LItsxQ9pz2AqCDzujolxYXgREE1GlvsmxxZ88nwwZxK9Jj2IHp08bN4fvyxZXC3YGSV1KG+WbybneMF1VCpGYbFBttk/gOjg3CqqAYKkZMZHy+oRt+IAHi5u9lleQnRgThVVAuVHUazMhTYaWxR4VxpndmBIn0BYEtaSSREtY4CJ1RLRmvwrSek0lJBLpfjwxnDsee1KwGIf/2RmprafmO75aelevcrsQeh6BfpDyaxEbv4fat/pPj7Fs/YduIDMVJrVcTn7JJC1zNrJEYHSaLrtSugQBEhRFD8zbtcLseus6WIS04DIO3kg8T+pJKXwRQqNcPfRwoxqV84Qvw8O70fHuiNId2CsOHkRcGXbeqNQ32zEgcuVOLh5141exkj4kKgVDO7t8LRDCofzKnE8NgQcBxn9c3SkO5BUDP7NU3XtS+P7hmGqp0rMLR7sE2WOTAmCC1KNc6VindDxxjDicIag93OhJYYHYhGhQrZ5bZP4qwrsMO/frq4BmoGJAg0xLQlx72E6EBUNihQXNMk6nEzJSUFp4pqETR+hiRay/DdubaeKZHU9cfJohp4uHH4YMkivQFDsc9//SIDUbVzhaQCHKeLa+HhxqFnV8sfIghNeztp/88HiqSWp+hMcS3cZBx6h/uLvq9ZY2DbCJj2frjliihQRAixmUQ73kAQ27DVxYSl3avECDDtOVeOktpm3Dysc2si3hUDInAkrwoltcKOHmbqeu09X44WlRoT+4ab/fnhsa0JrdNzxOl+lpqaivNl9RjdMxSA9fscPxz9MTPzFFm6XF378uPLDmDIjY/ZbGSZS4MFiHcjUlDViIr6FoOJrIXG56cQI0+RJlMSWRsiRMsRPihzsrBG1Dw8crkcJ4uq0f2KB9AtRDqjeQ2QWPLjWdcMQNai67Bo4QJRy2VIbKgvqnf9JKk8RWeKa9Grqz883KR7y6r9/Qvz90IXfy/JJQY/XVyDXl394OXuJpncXZZIiG59GCSl/dRZSfdbRwhxGPpu3t9f8gbiwnwx4qbHRC4hsZTULibESPy56nABArzcMaV/uN5prhwQAQDYerrUZuUwZHtmKXw83JAUH9LhdVO2X4ifJ3p19cMhkQJFvLE9uwgyny7+XogJ9sExM1sUCbWvM8ZwKLcKw2zUmggAenTxg6+nm6gJPY/mtS57aPcQI1MKp3e4PzzcOLvm5uGPLZrnt/vGxqNx788WB0aEOF71jwoEx0lj9J9TRa1JmoVO3G4qXdcgEUE+aN73M8bfLs4IiNrnqpELN+CFXw532PZidzXT5iZrrT8ptSg6U1yLvhGO11VqQJT0ElqfKqpFPwl14bNUnwh/AEBWiXS6SDorChQRQqxm6OZ9YEwQvEbfJXIJxePIzXutZeq6S+1iWVNjiwrrMopw7aAoeHvoz8MyICoAEYFe2JopTp6ibZmlGNsrzGAZDUmKC8XB3Eqo7ZD7Beh8Y5ezZDoGdw8W7PsiVkLrlJQUFFY3obS2GcNibRdAcZNAYuej+VXwdJfZNd+Fp7sMfSMC7Boc0XV+u+GTnZhy99OiBUYA4J3FC5H95nQ8d2VfAOJ131WrW0dcHBAl3s28vmuQyXc/jbCJ94pWLk0ltc2duuZJ5fpA+3i84rExkugKXtOkQEFVoyRz6hhr3dwvIgCZF+2TT80UNU0KnEj7Gp/cPdwhuvwbEhfqCw83jgJFdkCBIkKITQ2KCUJBVSMq24a/djVSa5FjCnO7d+l73dR1N9bfX9/rtg4wyeVyrDlehPoWFW4cFm3wYorjOEzs2xU7zpZBaecEw9ll9cgub8DEvl0BWNY9b0RcCKoaFDhfZvvcL3wZNW/sHvn+gGAtw+RyOYZ0D0ZOeQPK6wyPOiN0V0a5XI7DbSPI2SqRNY8fVdLe+xvvSF4VEqMD4elu30vJxOhAnBAxibNSpcbpohokWNjtTChyuRxPLT+Iy9/aDEC8PDy5FQ2ob1GJXh+6DIgKxJniGtFv1h985mUAkGQdAZ2Px3HJaSivaxY9gJDZnshamoEiQ62b+0UGoFmptks+NVNkFtcieMI92HSq2K4tsm3B3U2GHl38KFBkBxQoIoQISvvmnU90elzELhLEPOZ27xI6GKZvftqv2/riJjU1Fd/uuoDe4f4Y2zPM6HpO6heO2iYlDudV2bRc2rafbe3uphkoMrd73oi2Lmv27n5WWNUIABjbK0yweaamprYGvnauwEEj62OLroyHc6vg5S6z+QhQQ7oHoVGhQpYICa2VKjWO51djSDfhWoGZKjE6CBX1LbhYY/+hp1NSUnC+rB7NSrXF+YmElBAdiJzyBlHLcKptCHopjHgGdLwG6R8ZgCaFGjki36yPua21+5sUkn3ro/09lkIiZj7HjxRbFBnDfx9OF0mj+9mlupTuPmiO3uH+yCqRRt06MwoUEUIEpX2xMTDa9QJFQrdScCTOtu4nCmvw8PgeRruYyOVyjO/dBW4yDlvP2Lf72aZTJYgL80W8FUPL9+zih2BfD6TnVAhYMuP2nCtH0PgZGNtTuEAR0Bqgrt71k9FAkS0czq3E4G5BNk++yucGOmrnwCQAZJXWoWjLMgztHmz3VpN8gEaMbndyubx9uYkCjXhmDT7w8Ojz5o92aC3+mH6qqAYyDpLJI6N5rmm/WRc5V8zJohpEB3kj2LfzqJlSwX+PX541B8Cl1jxiOlNciwAvd8QESydJui66Wjf3DveHjAPOSCDgBrQG/gK83REd5A1A2l3+TdE7PAC5FQ1oUtDIZ7Zk0lUMx3HdOY77neO4ao7jajiO+5PjuFgTPxvLcdwPHMflchzXyHFcJsdxCzmOk844h4QQmwny9UBsqK+oSVftzZJWClINpOi7mNAXEAJgUQsNffObNGmSXQNPunLn3DMmzujyU1NTEeTjgeGxwdiWab+E1tUNCuzKKsPViZE63zf1YpDjOIyIDbFpYEXXNttzvhw9pj1oddcC7e3m4+kOAFi29B2T5yHEhXOTQoWMghoMtTKRtSn7d3yYLwK93XEkr8rux4+jeVWo3vUThtgwYbc+A9qSOIs18tmJghp4ucvQSwLDdfNdmSbc8aTdl80HFk4W1aBXV3+L86PZUu9wf7jJuPZWT2I5WSh+V0VTvbXodQT7ekhiRKkzxbXoGxkgai4wU+g6/np7uKFHFz+ckkDADWht2TQg8lLCealec5qqd7g/1AyS6drnrIwGijiO8wWwGUB/AA8AuA9AHwBbjAV72t7fCOByAPMAXAvgawAvAfjWqpITQhzGoJggl2pRZAmp5jIylC9IyC472vO764s9mPbeNgyd+T72Xyi3W596vhzZZa3ded5ed9qs9ZzULxwZBTUoqW0ye7mW2HDqIpRqhmsGRVk93xHxIThXWo8KG+UT097HGWPYc64co3uEQSaz7kaA327awZ7Ta741ObAoxD51OLcKLSo1RvewroWUKccDjuMwpHswjuRV2/348fE7iwEAPbv6t5fFXi0H/bzc0SPMT7RE3icKa9A/MgDuEhiuOzzAC2F+nmbXhZDbiR/xzBbztpa3hxt6dvHDKRG7/zQpVDhXWifJbme6HtDIZDIo9v8ieissxhhOF9c4ZLczXv/IQEmMfMYYw5niWoeuS2292849Zy9SniJbMuUs9xiAngBuYoz9xRj7G8ANAOIAPGHks+PRGlR6gjH2A2NsC2PsLQAfAri1LQhFCHFyA2OCkF/pmgmtLW2lIKWLbUtZsu67s8oAABmF1YgK9sb2s2V46LsDOG/nPCzf7coGANw/Nk7vNLousp+Z0gdVO1dg6xnzWhVZeqO/5ngRYoJ9sOrr9y36vCY+uLH7XJnV8zLF2ZI6FFQ1YmK/roLNk//eaCZlTc8ut9v3ac+5Msg4YFTPULssb1j3YGTa8ck/v8/v+vXzDq+npKTYNSnqgOhAZBTYv5UIYwwnCquRIIFuZ0DrMSchOhAnzWwxY+nxRtcxb/fsK3Duv++snret9I8KFDXfzpniWqiZdHI4adL3wOe2x15AZnGtaAnjAaC4pgk1TUpJJrI2Vf/I1u5Rdc1KUctRUNWIvE0/oL+BkQkd7ZqzZ1c/cBwoobWNmRIougHAXsZYFv8CY+wCgF0AbjTyWb4zrvYRuqpt2dJuS0gIEcTgbq6Xp4hnqEWOoXw+UrvYNsRQ9zRznCisxkPfH0CPaQ/gn2cm4PuHRuHfZyegbPtyPLn8EF6bO8+qcppanpomBX5Lz8OYW59AeKB3++va66nrIlutViPhukew/sRFq8pqajl3nC3FtYMisWDBAqvnN6RbEIJ8PLDNzCCXIYb28Y2nWutocr9wwZYHdN5O6dmWdaez5MJ597lyDOoWjEBvD4uWZ+5ogy9d1R/nF19n0vRCkMvlaGhWoufs1QAuBeTsfZMxpFvraJrGRrUTWl5FI2qalBgYI52b/oToQGQW10Fhh9HvtI95e86VIS45Da++Zt2x2Zb6RwYgv7IRNU0KUZbPd3tzlK5nANA3MgD1LSrkVzaKVob25MsSyX1lCb4Fjz2D+bqcLqpF9a6f0N9AImtHuuYEWlsLxob6ijKYgysxJVCUCCBDx+snACQY+exGAGcBLOE4LoHjOH+O46YAeB7A54wx6lhIiAsY1C0IMg6iJJaVqtTUVMG7b4lFiPLWNCnw1IpDCPb1wP4/vkCPtsTMMcE+uLh1OTJLaoHht1u1DFMvhH7Zn4f6FhW++nBJh9dNWU+O4zAtMRI7zpaiXuMpoq7PmhsY0Lbx5EUoVPq7nZnL3U2GCX26YPvZUsGeJBvaxzefKsHAmEBEBnkbmYv5ywRaA0bxYb5It/C4Y+6Fc32zEkfyqjDOwhHczD0eyOVylNY2IS45zaTphXI4r7LDcONiJEUd0i0YAHA0v8quyz2U27ovDWtLJC4FA6OD0KJSG+3iYu3xRpeTbXmi0r77ULKDGAxoa0UhVhegk0U18PdyR/cQaXei0B4tDhCvzoBLybQNBTekTiojn/H5ppyp65lcLkfvrv7Ioq5nNmVKoCgUgK6rrAoABs+UjLEmABPalnMCQC2ATQDSADyj73Mcxz3OcVw6x3HppaX2SwpKCLGNQG8P9I8MxIFs+46o5GiEuJCXwoW5uRhjSP79GPIrG/HJ3cPRxd+r0zT3j4nDzwfybD7MsVKlxve7szG6RygGxpjevUTzIvuqxEg0K9UdklrrCjpYGyh8fUEqcpZMx4i41m5OQtycTezTFRdrmm2eyLSivgWHcitxRf8Imy1DLpdjeFwIDuVU2qULxYHsCijVzOJAkSW6+HuhW4h9RwTad74CMg6YNWcuAHGOOfzDhyO5VXZd7sGcSvh5uol+w6VZ53zQzFiLXe1umdYGFlNSUnCqqAZd/D3x9uKFkn3ocelmXZzuZycLazAgKsDqPGy2prmt+rS14hEzofWZ4lpEBnojyNf81plSERPsAz9PN9FGPuOvKZ+Z0gcAEODt0eEawRbBY3tJTU1F73B/XCirh9IOrSldlU0z8XEc5w3gFwDhaE2CPRHAKwDuBLBU3+cYY18yxpIYY0lduwqXu4AQIp5RPUJxOLfKLs3jpcrQSTklJUWQFkaO1nwYAFYdLsDajGK8clU/jIxvDXpo19WCmwbh/OLrcNfMl8yat7kXQutPXkRBVSMemdDD7OXwRsaHIMTXA/+dKDY4nTXK6ppRm3AzFq05KejN2eV9W8+5QnY/42kG07aeKYGaAVcMELbbmbYxPcJQXt+CTBOfOlpz4bz7XDk83WRIirM+P5E5rXSGdA9Gtyvut3qZptp/oQIJ0YFYvPB1uy1Tm6+nO/pGBOBwXpVdl3sotxJDY4PhJvJNv+ZxvnuoD4J8PHDMzq2r5HI5ThXXSDL3jqbIQG8E+XiIMvqUWs1wqqhGkomsDQn09kBMsI+oLYpOO0HyZZmMQ7/IANESg/PXlFe8uxVA52sER2/V3jvcHy0qNXIrGsQuitMyJVBUCd0th/S1NNL0CIBJAK5ljC1njG1njL2D1lHPZnIcN8ScwhJCHNeoHqFoVKiQ4YJ5iniGTsqOcmIW2sWaJsj/OYGkuBA8dlnP9td11dXr/57Axd7Xm5XY2twLoW93XkBsqC+uGGB5Sxd3NxmmJkTgp8/e7RR04LscajO3+87Dz70KpZrhtuHdLC6nLpFB3ugXEdChNZRQNNd70+kSdA3wwkAbJwUe36cLAGDHWdPWx5oL593nyjAsNhg+ntYPE27O8SApLgRuSXcgv9L2F8stSjXWL/8Yo+Lt12pKn2GxwTiaV2W3hLsNLUqcLq7F8FjpdDsDWo8rg7sF4Vj+pXOr5v6jK/ipPY0lWpRqZBZ3Hs1LjK6IhnAch/6RAYIk/DdXXmUD6ltUkg+m6dIvMkC0QJFSpUZWaZ1DJ7Lm9YsMxGkRE4M3KVS4UOYcmV60j2V3jIxFzpLpmJ8iF7dgTsyUQNEJtOYp0pYA4KSRzw4CUMkYO6f1+v623wNMWD4hxAnwLUWo+5lpzLnYdtTmw4wxzP7zOFpUarx9+xCjT+mfmNgLXu5u+GjTWZuU51h+FdJzKvHguHirWwxclRgJ37EzsPn0xQ5BB0B/viJz/PvdRxjcLQgrPnsXgLA3ZxP7dUV6diXqm5U22YeaFCpsP1OKKf3Cbd4dIybYBz27+GFXlm1Hcquob8GJwhqMtWO3M96Ynq3L3Hfe9sfWY/lVqNixEqPtNKqbIUO6BaOmSdnpJshWx72jedVQqZlogSJDx/nB3YJwprgWTQoVgI4tjvgWq0K3GjhZVIMWlRpDuwd3KqfUDIgKxOk130Gttu/NOp/DyZESWfP6RgTgXGkdWpT2bwWeXV6PFqXa4VsUAa05sqobFbhYY9/E+7yskjqo1AwzZr5ocDqpBXh10X6QU9ekQFxyGsbcZmwQdmIpUwJF/wAYw3Fc+6NejuPiAYxve8+QYgAhHMf11np9dNvvAhPLSQhxcF0DvNCjix/2X7jUEFGKF5T2YuykbGrd8K2RHLH58O8H87H5dAlevap/e/JqXfi66hrghfvHxeHvo4XIKjH/SaexOv9uVzb8vdxxdt23Zs9b2/jeXRDo7Y5/jhS2bwehAnn8KDq3Du/WfkMo5Lae1K8rWlRqbM8stUlXxq1nSlHbrMR1g4VJwm3M+N5dsO9Chdk3POZcOG8+XQLGgCn9bduVTpd+EQEI9vXAvgvlNl/WvgutwSg+8C+mobHBAIAjWt3PbNX9tj2Rddty7c3QcX5QTDCUbd2cdLFFnRxurw9ptbDShU9obe8uKieLauAm49DXAUfu6h8ZAKWaidIapX3EMycIFPGjtp0SKU8RX5cLjBwDpH69qIuflzu6hfjgDCW0thlTAkVfAcgG8DfHcTdyHHcDgL8B5AH4gp+I47g4juOUHMfN1/js92hNYL2G47gHOI6bzHHcKwDeAXAQwC5hVoMQ4ghGxocgPaei/ameI+bTEYpQJ2VHrEO5XI6i6kYsSDuJUfGheHBcvNHpeU9c3gu+Hm74YKP5rYoM1XlJTRPSjhXi9qRuePONhWbPW5u3hxuuHxKNtRlFeGnWHEGe6PMtChLaums9OL5H++tCkcvlGBUfilA/T6zJ6JxjSQj/HC1AF39PuyV9ntCnCxpaVO03tqYyp143nCxGZKA3BpmRAF0oMhmHUfGh2GvDFkX8vscnRQ3z9xK91WKf8AD4errhqJ3yFB3KqUSvrn4I9vW0y/LMMbhbEKp2rsDwuFCDAWkhWw0czq1CVJC34KMWConfb+8aFQcA6NHV36777cnCGvTq6gdvj47dUR3hppwP0oiR0Pp0US3cZBx6dfW3+7KFxo/aJlY3vjPFNfBylyE+TNqj7pmLP5b1iwhoHyGPCM9ooKhtCPspADIB/AhgBYALAKYwxjRDeBwAN815MsayAYwBcATAQgBrADwG4EsAUxljrpvVlhAXNDI+FFUNCpwtoei/rUi5+TB/cZyamopZfxyHQqXGW7cNNqv7UaifJ6LPp2H18SKcFvAJ3Xe7s6FUMzwwNl6wed42ohuaFGqsOV7U6cbAkhsFuVyOJoUSkZPu7fB6amqqYDc/qampWPj6AhyePw2f3D0cgLBdGWubFNh4qgTTB0fD3c2m42m0G9srDDIO2Gmj7mdNChW2Z5bhyoTw9pt0exvTMwy5FQ14adYcm8xfLpdDoVQhYd5aANJotegm4zAoJghH8qps3v2WMYbDeVWSyU+kfZyPCvJG76sfxou/HGkPSPPT8A8TDOVIs8ThvErRWleZim+F1dzWJW/R6pN23W/X//ixzvxEjvCAp2dXP7jLOL2t1GzpeEE1+oT7dwqwOaIgXw9EBXmLNure6eJa9I0IsNv51l7473DfyACcL6tz6YFybMmkvYYxlssYu5UxFsgYC2CM3dQWBNKcJpsxxjHG5Fqvn2SM3cEY684Y82GM9WWMvcwYM+/RHiHE4Y3qEYqqnSvQPyrQ4fLpSImhmyIhAhK2onlxvC2zFLOvGYB4A13O9Nm4Yin8PN3x3vpMq8rD1011gwLvLl6I7Deno0fbE0wh9suh3YPRq6sffj+Y3/6a9s2budYeL4bX6LsACDfMtTa5XI7tmSWIS04TfP7/nbiIFqUaNwyNtnpepgr09sCQ7sE2CxTtyipDo0KFqQmR7a/Z+3vH5yl6b8kimy3jaH4V6ltUNpu/JYbGBuNkUQ2SX5tn0+6350rrUVHfghFx0ggUaa8Xn9D6eEFVh2lsVSeltc3Iq2jEsO7SqA9jPN1bb3c0E37bWmV9C/I3/+hwI57xvNzd0DciwO4DkDDGkFFQjZpdK+26XFvqL+LIZ6eKHH/0OEP6RvhDoWLI1tFFUkrXv47KucKLhBBJ+/ajt9D3mofx7MpDDpdPR0rMSU4qlSeX2nl6cpZMx4Pje3Qoszn7wBOX98T6kxex97zleVn4uvl+dzZ8x87AycJqQfdLjuNwe1J3HMiubL+IsXY//3FvDnp08cP8+fONT2wiXYHHy/uGo2nfz4Itg/f3kQJ0D/XBMK0EuLZ2We8uOJpXhcr6FsHnveHkRfh7uWOMRoJne3/v+kcGIMjHwybz5vfZTadK4C7jkPzaXJssxxJjeoRBoWI4mGPbZ497zrUGGcVIVm6I5vFkUEwQzpbUoa5ZafOWpYdFztdkicvufBIZBdV2S2jNt8ThE1nbutWbLQyMCcSJwhq7jthVVN2E8voW7Pm9NbuJlOvHVP0iA3GutA7z5tu3xXdZXTPK6pqdYvQ4ffj8X7q6SErl+teRUaCIEGI3CxYswMgeoTiQXSHaUKFiEbK1B+A4J0D+4li7vMmvze0UiDG0TtoX2c9d2Rc5S6bj/qdfturCv65Zie92X8CVAyJsMoTxzcNi4Cbj8OPeHKtvFE4V1eBgTiXuGR3bXldC3BDqa3nwwNOvoOvl97SPpGStoupG7Moqw41DYuzeRWtaYiTUDFh/Uti8S2o1w8ZTJZjYryu83MXpJiGXy+HmJsMx+VUAzNuvTJmG39c2ny7ByPhQvPnG69YUV1Aje4TCTcZhz/lLrcW0vxNCHHt3ZZUjJtgHsaHSyvOhecwcERcCxlqDONrrLHTg6HBeFTzcOAwUISeXpZ55eTZqm5W4UG7b5Mz8cX58n64AgMv7XuqS6miDTgyKCUJFfQsKq5vstszjWi2YHOVax5ABUQFQqBgWvr7Arsvl8yLZ4tpGKnp19YeMA+UpshEKFBFC7GpUfCiKqpuQX9ko6Xw6QhPqYkd7Prrq0B5PLk2dF9/6ic8R0WfOGgAw+2ZTVzBj1aF8tAy5DX8cyjfy6Y7z0aybAG8PHE25Cu5Hfm+fRsj9MiLQGzcMicbKfbl47pXXrLpRWL43B17uMtw2oluH9bGV6UOi4Dt2BjacvGhwOlPL8MuBPDAAd47sbn3hzJQYHYjYUF+sOS5soGh/dgXK6poxLSFCtBYD/Hfj+10XAADnS+v07lfar5l6XMqvbMDp4lpcMcD+o7oZ4u/ljkExQdhz7lLLQkvXUR+1mmHP+XKM6xUmWg4qUwyLDYaMAw5c6JzUXOh98HBuJRKiAh0qh8yQbsEAgGP5VTZdDv99fOHnwwAcIyCkT2JbINBe3c/kcjmuHhiFnCXTAVxqgeyIdadJrK5ffKs2Z+565u3hhvgwP2S2jXzmiC33pIwCRYQQm9I+aD84vgdylkzHy7Pn0oHbTNrdt/QlJzUlN0WLUo1le7Lx0Hf7MePLvXjxlyOoaVKYXAZzbr5SU1Mx768MAMDbtw3uEIix5qR+w5BoDO0ejEVrTuFijWlPPLXrpu+cNXhyeTo+f//NDtMI6alJvdCoUOHbnRcsnkdxdRN+O5iPm4bG2HTUJc1tM75XF3QP9cHyvTkGP2PKvqBUqfHLgTxc1qcruovQKoPjOFwzKBK7sspQ3WB8PzfVqkMF8PN0w9S2QJGYLQam9G8N4mw6pT+wZ+r3Vvt72T3UDzlLpuP4P19bX1CBjesVhmP51ahvVtpk/ieLalDdqMC43tLodqbvmPnum28gIToQ+7NtN/odAChUahzLr8ZQO3cftVavrn7w8XCzW56iE4X6kxc7ykOyhKhAuMk4mwSKdF23yOVy3P/NPvS66sEO7wk5YIO9yeVyDIgK6hD8ste6nCmuRRd/L3Tx97L5ssTUNyIAmW1dz8Q+DzsbChQRQmxK+6CtUqkxKGUdempdCDgjoZ5s6Ou+xecpMmd+NU0KrNiXg6nvb8P8v08gr7IRCpUa/x4rxH1f79N5E92kUGF3VhlOF9eY/XRe1dYt7Jf0PEy952ncODSmQ3ktOanzF9kyGYd3bh+CRoUKL/161KwuaPzy3GUc5k9PNGudzNUnIgDXDIzED3uy24Nx5t4oLN2SBbWa4ZkpvW1RxHaa9S6TcbhndBz2XahovwjTN60x2zJLUVTdhLtH2b81Ee/agVFQqhk2GAikmKNJocLq40W4ZlAUfD3dBZmnNbqH+qLXVQ9io5H1M+W4pP29vP+bfYib+gA+fNt2ybItNbZXGJRqhgMaARIhnyrvbstPNK5XF0HKay1Dx8yR8aE4nFuFFqXtRgA6ll+NhhYVRveURuDMVO5uMgyMCbRLoKi6QYHMklpcfd8zOt93lJtWbw839O7qb5NAkfa1RGpqansi65sf+R8A2w3YYE/89/Wq97cBsO+6nC6uxYAo521NxOsbGYDs8nrBusmTSyhQRAixK5mMQ1J8KPbraB7vbIR6sqFrPvzrhjDG8Pwrs/HLgVzM/es47v5qL0a9sRFzVmXA38sd3z00EhteuBy/PzkOn90zAqeKanHXV3txrrS1Ca9azfD3kQJMeWcr7v56H8bcNhMATLr54m/U+CFZc5ZMx4YVSwW5ONKcR+9wf6Rcn4idWWX4Yvt5k+fx77EiBI2fgRem9kVkkLfVZTLm6cm9UdukxJfbWstoTj3kVzbg5wO5uGNkd7u3xrl9RDd4usnw2PPJHV6Xy+XtT3kB4zfiK/flomuAF64YEGHrIus1uFsQYoJ9sOZ4kSDzW3/yIuqalbhleEyn98RqMfDEC8k4kF3ZIeCrHTTRzm9lynFpz7ly5Gz4wXYFt0JSXCg83DjsPd8xUCTUU+Xd58rRq6sfIgJtf5yw1qj4UDQr1Z3yvAhpd9vogWMcLFAEAINigrHtp6VQ2ngo7UO5lWAMmJ8it+ly7GFgTBAyDLSOEhKfyHpQtyCHaXVlKnvnCVKpGTIv1qJfhHMHiuRyOfpG+EPNgKySug7vOds+JAYKFBFC7IY/aI+MD8W50nqU1TWLXCL7E+opkqETYHldM77ecR5T39+Ov2TjkfzHcfx9pBANLSrckdQdfz89HmnPTsDkfpeSbF6ZEIGvHkhCYVUjrv1wB17+7SjGL9mM538+gtLty5GzZDqqd/3UYTmDb3gUOzJLO43k0aRQYciNjyJp4QbEzzJ9iHVLT+p3jeyO6wZFYcm60/j1QF6n97WXuedcOV7+7Sgm3/00HhgXb9EyzTUwJgg3D4vBF9vP6WydY8hHm86CA4dnJtu2NZEuYf5euHZQJLb/8lmHrj18nRq6Eef/fu6V2dh8pgR3jewODzfxLjs4jsO1gyKx42ypIKOf/XkoH9FB3hjTo/MNs1hPvq8YEAGVmmFrZkmHslgTNLnziRfQYuMba2v4eLphaPdg7LFiBER9WpRq7L9QgfG9pdGaSJv2MTMpvnXkvQMCdj/T3k92nytHQlQgQv1s1wXWVoZ0D0L5jpXt+Uxs5UB2BdxlnMN1z9NlYEwgSmubTe7ebYi+ln78/zEhvshZMh27fv2sfb9zlpv9QTFBCBo/A8V2SgyeXV6PZqUa/Z04kTXQ+uCjf2TrOvI5mXiO2AJNaihQRAixG/6gPapHCAAg3ca5FKSEv9ixNrEqPx/tEyBjDHvOlePpFYcwZvEmLFx9CoHe7lhwYyI2vng5jqVMw19Pj8eCGwdiSPdgnUlZJ/btig0vXI7L+3bFX4cLMCAqEJ/cPQynV3/b4Uazqu0m22Pknbj3m30Ymroe932zD08uP4j7v92P4a9vwAu/HEVUkDf+fnq8yetm6Umd4zi8e8cQXN63K5L/PIaf9+d2GFVPs84P5lTgsWXpiA31xbcPjLRr4GLudQPg7+WO2X8eN7mb3I6zpfg1PR8PjItDdLCPjUuo2/1twbRle3SP3AZcyi+hia/3j995E74ebnhofA+7lVmfW0d0g0LF8PtB0xOg63KxpgnbM0vhd2IVZDLpJDge2i0YXfw9sfFUifGJYfwmTC6X45cv3hclv4Y5xvbqguP5VToDgNbcaKZnV6ChRSXZQJH2duga4IWeXfwEPbdqHj+bFCoczK3EeInkazLX8NjWa4+DOba99kjPrsTAmCD4eDpOsm99BgmY0Fpf0Jr//+11p9Fz9mp8+NaiDp9xBkO6ByN4wj04auNk6rzjbV0sE6OdO1AEAD26+MHX081gXjBiGQoUEULsblBMMLzcZdh/oVLsotiNUBc7uuaTnl2B2z/fgxlf7cXuc2W4f2w81r9wOf58ajzuHxuP3uEBRkfr4ef76Xtv4qv7k3Bm4TX49sGRmD44Gm5aN8JBvh5ISUnBzuTJ+HjGMFw/NBoV9S04V1qH0tpm3DI8Bt89OBKrnhqPwd2C7fJE0NvDDV/eNwITenfBrD+P47Fl6cjRGAa5pkmBxWtO4fbP9yDEzwM/PjIKITZ8Iq5rO4X5e2HudQk4mFNpUje5qoYWvPzbUfQO98dL0/rZoJSG8UGhEXGtrRSemtwbqamp7bmxgNYL/ZSUlPauaNr44XkfHB8viRYI/SMDMSo+FMv35ZiV00rb8r05YAA2rlgqXOEEIJNxmNwvHFvPlKBZ2Tlfg7lDxz/z8mz0nL0ai9ecAiDdXCFX9A+HmgGbT3cOkFlT1rUZxfD2kOHytqHOHcHI+FAcyK40af82t27SsyvRolRLJl+TqfhjWWyYHwDg/nE9bBbwbFaqcCS/CiPjQwSftxgGRAWC42CX3E4HcyoxICrAoUbTM1VidCDcZZzNR93jHc2vgreHDH3C/e2yPHvSfmDl7ibDqdevwa9fvidyyZyQZjRXij8jRoxghBDnc8fnu9n0j3aIXQy7SElJYQA6/aSkpFg97w0nilmf19awMYs2su93XWCNLUqL5tN6Orj0Wx8hymxLCqWKTX/wORZ22T0663z8HTNZdWOLzcuhrx7VajV7avlBFpecxn5Pz9P7+SaFkj3y/QHWa/Zqdjy/ylbFNBkAFpecxt5ce6rDa9rT6NvXhdznrXXXEy+yuOQ0tuX0RYs+39iiZMMWrGeP/nDA6PdFDFvPlLC45DS25lih1fP6ftcFFpecxk4VVUtyXXkqlZqNemMDe2JZuqDzHLlQ2Hnaw+/peSwuOc2k44a+barve3zlPU+zXrNXs9omhdDFthsALGnhBqZWq20y//TschaXnMbWZRTZZP5iuOr9bezer/cKOk/tc8HcefNZ/7lrWcrfGYIuR0qu+WC74PWoz81Ld7LbPttll2WJiT+Gzf/rOEuYt5apVGq7XGd8tf0cW7432+bLsRcA6UxHHIZaFBFCRDGqRyhOFFajTkfeE2ej3dy6prEFarVabxJoU/13ohgzlx/EgKgArHv+cjwwLt7mT+KkvI3kcjnc3WRI+/4jHP3nK3yz4zyeWXkIAPD+hjM4lFOBnb98hkBvD72ftzWO4/DenUMwvncYXv3jGFbuy+305L+6UYEHvz2AjacuYt70BAxsa/ovthuHRuO7XRfw0qw5ANDekshQouS45M45quy9D2kv7+cv3kMXfy/8uCfHovnd+9TLODx/Gr5+YCQA6XXHmtC7CyICvfDHIeu61wHAqsMF6B8ZgP6RgZLNFSKXyyGTcbhyQAS2ny0VbOSbw3lVKKltxtUDIwWZn71c1re1tc+2zFKL56Gvi5Dv2BkY0j0Y/l7ij/JnjdLaZmSXNwg2P83v/oHs1pbSSXHO0aIIQPtoeiorWmHy+LrSPl7e/vgLaFSokOQkLbF0GdI9CMfyqzt0jbcFhUqNE4U1GNwt2KbLkZLE6CDUt6iQXV5vdYoHU/y4Nwc7MstsvhyxUaCIECKKkfGhUDPgUM6l7mf2OLiLpbpBgUe+PwAAGCRfj3FvbsacVcc7dI8CTK+DyvrWbkmJ0YH48dHRCPLVHfwwRF++GUtvfMW+Udasu5hgHzw8oQc+njEMAPC/K/tiWKzhC1Br9z99iTq168XL3Q1f3JeEUfGheG3Vcdz2+W78ciAXW86U4N31Z3D1B9uRnlOB9+8c0p5sW+y6TUlJwUtT+0HGcXhvySIoVOr2oI+uG8rnXnkNAHSOuGLv77mu5c0Y1R2bz5TgrJmJxRljqE24GVd/sB1qtbr9NT4IJgVuMg43DYvB1jOlVg0YcK60DkfyqnDTsNZR3aSyftr47TstMRINLar24eyt9d+JYni4cZgyIFyQ+dlLeIA3EqMDsS2zVO/DCFOOU9pmzZmH4/lVGN/LMfMT8Z59eTYAYJ+Ayc81jzHp2RXo2dUPYf5enaaT6nfImKT4ENQ1K3G62PocMPqO/+ntAbZQq5chVYO7BaO6UYEcAYOUumRerEWzUo0hTpBM3Rj+AUZiTGsuJnuM0FfV0IKc8gYM7i6Nh3i2RIEiQogohseFQMYJOzqLlM3/JwPbMksx/vaZeOWqfhjSLRh/HirAtR/uwB8H881+wvTp1izUNSvx1m1D9LaQMUbXTT7/25IbXzEDfXxZdd38mJKwV6gy6Aqa6Jq/v5c7Vjw6Gm/fNhg55Q1I/uM4HvruAJZuyUKfiACseHQMbh7WrX16sYOocrkcsWG+WHLrYADA4jWn9U6rVjPM/vMYQibcjffvHCqJlijaN8cvX9Uf2W9Oxx1PvGjWfNafvIgzF2vx8Ph4o3m/xHTr8G5Qqhn+OVJo8TyW7c6GhxuHW4bHCFgy2xnTMxT+Xu7YcPKi1fNijGFtRhHG9+5i8fFVTBP7dsXBnEqdxw1zjlPApRuxJYsWQs2Ayf0dK3Cm7cO33kAXf0/sv6D/2sPSc4JSpca+CxUYFa872CH2cdxSI+L4AUhsl1cyPacCMcE++Pz9N222DLEN7tYaWBAqobW+/fRoXms+qSHdnD+QwdfBz5+/h5wl03Hj0NbzlS1b+h5vS+w+OCZY8HlLjq7+aFL6oRxFhDiv6R/tYAnXPSzZXCZCleHfowUsLjmNfbgxs8PrBZUN7PbPd7Og8TPMqoO8inrW57U17KVfjwhSPsY65yiyZN2t+aylrM3/ZKv8UXxdmKJFqWK55fVs3/lyVlzdaHB+Yn0v9NXTvPnzO0zT2KJkT69ozcH0xbYso5+31foYWh5fl59tzWJxyWls59lSk+bX2KJkly3ZzKa+t5UplKr216Vq+kc72LUfbrfos1UNLWzAvLXshV8OC1sogejbvkm3PM5GvL6BKVWm55/RtQ2P5lWyuOQ0tnJfjoCltp+958pYXHKa0eOQOccpAGzkwg1MZUbdStWTy9PZuMWb9L5vSr3o2weDxs9gq/XkBzOnvqVErVaz0W9sZM+sPGTR540d/9Xq1nxgz/10yGHryBQtShXrN3cNm3TXU4LMT19dJf9+lA1J/c9mebik6rqPtrN7vtprMPeaED7ZfJbFJaexqnrb57u0F+jJUSR6IMjYDwWKCHFeC/49wfrOWcOaFK0JmMW+QNA+iQhRnsr6ZjYk9T92wyc7228uNSlVavbYDwdY3zlrWHZZnUnLfOGXw6zvnDWsoLLB6vLx+HXnf5u67tYEAIS+ydYOdtn6c4YIsW72Dq6YCgB7+dcjLC45jc34cg/bdKqYXaxuZGuOFbKbl+5kcclp7POtWXovUu39PddeHv9/Y4uSjVu8iV3zwXajgQUAbOmW1ovDHZmdA0tibxNdlu3JZnHJaWzPuTKzP/vltnMmJ0QWm+b2XX2s0OxE5br2x9l/HmP95q5hVQ2OdyNgznHD2H4r1WOQtb7beZ7FJaexvIp6ne9bcw7pMavjDaSz1OFTKw6ysYs2Wj0fXXWbW17P4pLT2LI92aJfB9raLZ/uEmwd9c3nqve3sfu+2SfIMhzJq78dZUNT/9NbL0LV++PLDrCJb20WZF5SQYEiQojkrD1exOKS01h6djljTPxAkb4bSmt8sa211UJGgf4brqKqRpY4fx2775t9Rpd5oqCaxc9KY4vWnLS6bIZYsu7mBlyE3t7mtLpxtIt3WwSzLMWX4ZcDuWzAvLUsLjmt/Wf4gvXsnyMFJn3eXrSXp7mN+dZ+i1Yb/j4BYAPmrWWP/nDApGVIQWOLko14fQOb8eUesz6nUKrYuMWb2O2f77ZRyYSlWffNChUbtmC9WSOVaW+7uiYFS5BwaypTPbEsnQEQpFXBxpPFDADbdqZEgJKJ71RRNYtLTmM/abQYs+acoHl8vnnpTqPTOaIbH3qOxSWnWf2ASlcd3PH4Cw51PjaX5nos+PcEA9D+gNSSeRmqq/pmBes5ezV757/TApTcsSzb3TpK5wvJr+l8X6jv39hFG9mzKw85zf7JmP5AEeUoIoSIZmTb6Bb7L1QCgCRzmVjTz1mlZvhxbw5GxYciMTpI73SRQd54aVpfbM8sxV1GcqYsWXcagd4eeGpib7PLAxjOvWDNuhvKEWRr/DL4/cfU8vInQqD1oQk/ipfUiFm3uvD1fEdSdxyaNxUrHxuN167tj5WPjca+167AwVVfmvR5e9Fenma9TR8cjfvGxOGL7efx1+GCTtNpfh9OvX4Nvn5gpCT3EV28Pdwwc2JP7D5XjnQzcsH9eagABVWNeHh8DxuWTjia29fTXYZbh8dg46mLKK3Vn8jb0LEu7Vgh6ltUuHtUrM3LbkuT+nUFAJwQILnr+hOteZ/G9HTsRNa8fhEBiA7yxqbTJe2v8fnsNM8JjBnP1ad9fF719ARJjYIolL+/+wgAkK4xAIkhxnJeaep51UMYOH8dlCppDhBgrdTU1PZjzvzrEwEA3h7uFg8aon3tollXGQU1UKmZS414xktsGyF22r3PtL8m5DU90DpiYmF1EwZ3C3LYnGNm0RU9ktIPtSgixLlNenuL3qf09mBKLhNLbTpVzOKS09i/Rw23sGCstQva9I92sKSFG/R2d9h1trRT7hdzmbpO2tOZ05XM0DJs0ZLH2u1k7eftwdwugWJyhDJqalGq2O2f72Z95qxh3+w436Eb2rG8KjblnS0MADueX9Vh3RyhVVp9s4INX7Ce3fv1XpOmr2poYcMXrGe3frrLYfNbnL1Y09790RTa++uNn+xkV7y71WHXn1dR18xCJtzNFvx7wqr5KFVqNnzBejbqlscFKpk0zF11nPWfu5Y1tlxq2cHvC5Ycw/45UsAAsIM5FXqnkdKxwVwAWMK8tey1P4+ZPL2pLluymT3y/QGzP+coNNepvK6ZAWCfbD4r6Hx5fP6c8rpmq+fvaObMncf6vLaGvaGnhbAQ+xZ/Xb/vfLlT7augFkXiUSqVaGpqao/+EkIuGR4bgsO5laJ9P8wdAcYcP+zOQXiAF65KjDQ6rZuMw+JbBqG8rhlv/9d5RKnqRgXk/55AdJA37h8bb3XZzGXKkxNLW/IIVd+WsmULF1OfRls7H2I5DzcZPr93BMb1CsOCtJO4/uOdeP7nw7j36324/pOdKKtrAQAMjOnYKlCK+7I2X093zJzYCzvOlnVqMaXL+xsyUdnQgtQbEyU9qpshvcMDMDI+BL8cyDP7vJJRUI0jeVW4a2R3h11/XoifJ2577AX8faSwvaWGJbZllqC8vgWpqXLhCicBVwwIR6NChT3nyju9Z8k5YXtmKQBgiIGWHFI6NphCuzXGydevwaJbBgt6zswpr0duRQMu79sFgDRalgtBX0uWj95eBADYZ2DUPVPpqqt9FyrQN8IfoX6eVs/f0byx8HUM6hZkVgtac721aCFylkzH6LbWlWK38LY1ChTZQVZWFpYsWYIFCxZgyZIl+PDDD/Hll1/ixx9/xO+//460tDRs3LgRu3btwqFDh3Dy5ElcuHABxcXFqK6uRnNzMwWZiNMaHheMsroW5FY0iF2UTqy5YMkuq8e2zFLcPToWHm6mHWoHxgThgXHxWLEvt8PFa0OLEo98fwAXyuqx5LbB8PZwM6ssljS9tWbd7XGhJ2RzYlue4I0F2Mxtumyvi2hLmsML2bzb3kL9PPHdgyPx/p1DIJMBR/KqkF/ZgFeu6odrFTsASKfrn7keGh+PkfEhmLPqOM6X1umd7kB2BZbtycY9o+MMdpV1BPeMjsP5snqszSg2Oq3md+r9DZkI8vHA7UndbVk8u7lleDeU1TVjZ1aZxfP4aX8euvh7Ykr/CACOF+zQZ0zPMPh6umF+SkqnYxffVchUKjXDtsxSJN38ONxkjh1g1KQdDF+2+wLiktPw4LOv6p3e3PPA9rOt++Zlfbq2z8MZGHqQcNmdT+JgdoVVAVx+GZrmz0/BwewKjOoRatV8HVlSXAgyCmrQpFB1ek+I66foKfdj6ntbJf2ASEic1AMQSUlJLD09XexiWKW8vByZmZloampCY2Mjmpqa2v/m/29sbIRarf+AIZPJ4O3tDR8fn/bfvr6+HX78/Pw6/O/j4+PwT8SIc5LL5e0H1dPFNbj6gx14744huGV4N8mUy1qvp53ED7uzsXvWFIQHepv8ubpmJa75cDsKq5owc2JPxAT7YuX+HOz65TOs+OxdXDsoyqLycBwHxlj7b1PI5XKdgQyhcvkIVd/mrJO9GSubVMtuTbmkuk5C0LduQh47bKGouhHXfLgDUUE+WP7IKHz8zuIO5c0oqMaML/eia4AXVj01HkG+HuIV1kKa20ClZrj6g+1QMYb1/7sc7hrBen3b6nBuJW7+dDdeuaofnp5sWQ44qWlWqjDqjU2Y2LcrPpoxzOzPl9Q0Yeybm/HoZT0w+5oBAJzr+/34snQcL6jG7llT2oMalqzb7qwy3P31Pnxy9zBMHxxtg5KKj+M4ZJfVYeLbW5F6QyIeGBdvdHpT6vKxZek4XVyD7a9Mdtp7Fu26+PdoIZ796TD+eWa8oLmEOI5DXHIaPpoxDDcMcc79UJu+69THnn8VX36wRNBlqdUMwxduwNQBEXj79iFOdSzkOO4gYyyp0+tSX0FnCBSZgjEGhULRKXhk6O/GxkbU19dDoVDonCfHcZ2CSXxAKSAgAP7+/h1+3N3d7bzWxFVpHlxVaoYhqetx07BoLLxpkMglE0ZDixJjFm3CxH7h+NiCi/OqhhYsXH0Kvx/MBwD07OKHLa9MtuqEZEmgSNfnpUhqZTMWYLN1AE4IFCjSzVHWTVcwZOuZEjz+40F08fPEnteuBGMMSpUa604UY/7fJ+Dj4YbfZo5FdLCPOIW2kva2WZdRjJnLD+KtWwfjjpHd9U7Hu++bfThRWIMdr06Gn5fzXA/NWXUcfxzKx/45VyLQ27wA4NItWXj7vzPY8vIk9OjiB8BxvgOm+PVAHl794xiubdmBT9970+J1e/X3o1hzvBjpc680u8Wvo+CPKRPf3oLeXf3xzYMjDU5vSl0qVGoMW7ABNwyNxqKbneP6Txft4/HFmiaMXrQJc68bgEcv6ynYcvhA0d7ZVyAyyPQHlM6C4ziU1jYhaeFGzL6mP56Y2EvQ+fMPtt+5fQhuG9FN8g+IzKEvUOQ8Z0IHx3EcPD094enpiaAg85p8KxQKNDQ0dPipr6/v9FppaWn737p4e3vrDCD5+/u3vx4UFARPT9fr90psx03GYVhsMA7mVIldFKNMPSn8faQQNU1K3D82zqLlBPt64p3bh+DBcfGQcRwGRAVA9or589EOSPBP6zTXwxlOdFLLaaBZp7oulo29LxZ9+4u5ASypbQ8hOcq66eo6M6lfOP58chxmLj8IABj++ga4yziU1DajZxc/fPPgSIcNEulyVWIEhnQPxgcbM3Hd4CiDwZ9Npy5ix9kyzLl2gFMFiQDgrpGxWLEvF8v35uCpSaa3lFKrGX45kIcxPUPxwydvC3JskJorEyLg8ReHz95fgk/fe9Oi73eTQoW1GcW4KjHSaYNEwKVuTpf36Yo/DuWjRamGp7v+bvWm1OWRvCrUNStxeZ8uQhVTkrS/IxGB3ogP88W+CxVWB4q0z9s5S6YjaknHB1OO/B01Vxd/L8SH+SI9pxJPCDzvfedbcx+Nbuva5wr1Si2KXJBarUZ9fT3q6upQW1uLurq6Tj/860qlstPnvb29ERQUhKCgIAQGBnb6OyAgAG5uznuyJJYx1IoiaPzd+HjzWRyTXwV/CV+km3JTzxjDtR/tBACseW6CVU2phWx5ol12/uLB1ECFq11sCMUVu54R8ekLUOo6ntzz5Ev44ZO3HTK3irFj5IHsCtz5xR6EZf6D9D+/1DndzBdm4ZoPtyMyyAernhoHbw83pzve3f/tfmQUVGNn8mT4epp2jl19rAhPrzzUqRuLsx0bZv54EF/cn4QWpcpoPkFd+8W6jCLMXH4IPz4yqj3PjjPbcPIiHluWjpWPjca4XtYFeN5dfwZLt2Th8PxpCPJxvO6u1kj+/RjWZhTh0LypHbrGWkIul2P+/BS4ucnw8q9H8PbtQ9rfc7bvqyH89/OlX49i65kSpM+90qJrcH3H/6dXHMKRvCrsmjVFgNJKC3U9I2ZjjKG5ubk9eFRTU4OamhpUV1e3/66urkZTU1OHz3Ec1976KCQkBCEhIQgNDW3/29/f32n7IRPTaJ+4tmWW4oFv92PFo6Mxvrd0nyyZcsLde74cd325F4tvGYQZo2LttmxjNzban7e2KxoxjbHtItUbUlfeL6S6TYwxJ7DsjNtX3zp9vu0c3lx7ur0rguZ0SpUa93y9D8cLqvHvsxPQq6u/wXk5qvTsCtz2+R6Tu7ooVWpM+2A73GUc1j5/eYcgorPUjSUPYnSt+8wfDyI9pxJ7Z0+x+obfEdQ1KzFswXo8NL4HXrt2gMXzYYxh6vvbEerniV+fGCtgCR0DH4j9feZYJMVbl3ya4zicLqpB/6hA/Hogt0Myfmf5vprjp/25mP3n8Q5dZs2hq84YYxj5xkZc3qcr3rtzqEAllQ7qekbMxnEcvL294e3tjS5d9N+8t7S0dAoe1dTUoKqqCrm5ucjIyOjwhfPw8GgPGvFBpLCwMHTp0gUBAQEURHJBQ7sHg+OAgzmVkgsUmdsd59Ot59DF3xM3D4uxVxEB6O5qokmzGbhmtyfN347ejUCKjNWnVOvbUbpY2YK5Ix5JhaEujY4a/BLCE5f3xPH8ary57nSH0TWfeXk2cuKuw/GCarx7+5D2IJEzSooPxZieofhy+3ncOybOaBepPw7l43xpPb64b0SnlmbOcmzgvxNKlRoe7m545Pv9+PoBw3l3tJXUNmHz6RLcOybOJYJEAODv5Y7xvbvgs3cXY9bVP0BmYUvE08W1yCqpw+s3DRS4hI5hQp8ucJNx2Hqm1OpAEdCagy5o/AyM7RUmWDdyRzUyPgQAsO98uUmBIlPOj+dK61FW14LRPV1sRDl+WDep/owYMYIRx6ZUKllZWRnLzMxk+/btY+vWrWM//fQTW7p0KVu4cCGTy+XtP4sXL2ZfffUVW7VqFduxYwc7deoUKy0tZSqVSuzVIAJKSUnp9Nq097axB77dZ/Hn7aH1kKnfzBeSWVxyGlu65azgyza2zsbKxs8DQKcfseqTECky5bskddrroP2/M37nDa1TQ7OSyf/JYD1nr2ahl93NBs5fxwCw4QvWs9XHCts/78zHxz3nylhcchpL+TvD4HQNzUo2dtFGduMnO5larbZT6cQFgPWcvZpdrG7s9J6h/eKd/06z+Flp7EJpXafPOLNVh/IZALbvfLnF81iy9hTrOXs1K6ttErBkjuW2z3ax6z7abtFnTT1eOcP5zFxqtZqNfmMje3J5uknT8/VmqD6X781mcclp7LzWd91ZAEhnOuIw1PWMiIoxhtraWpSXl6O0tBRlZWXtP7W1te3TyWQyhIaGIjw8HBEREYiIiEBkZCQCAwOpBZKTmP3nMaw+VoQj86cZfUJlr6a02WX12JlVhsr6FjxyWQ/4eXkYzTczMGUdds2aYvboMpawJocRdT0j5BIh84FJgfYTUlf8nut6Sny6uAa/HmgdTTLlhkSU1TYhzN+r02edtb7k/5zA97uz8d1DIzG5X3in9xljeOGXI/j7aCF+fmwMRvcME6GU9vf8K6/hH/fxmDmxF5Kv7q93Os39orFFhXFvbsKoHqH44r4kvdM5o/pmJfy9PTD7z2MWjVbGGMPlb29Bjy7+WPbwKBuU0DHwowrun3MFwgMsH6WM4zjEz0rDc1P64IWpfTu958z7oj6v/n4U6zKKcWjeVCx8fYFFqRk0PffTYew9X459r13hlPed+rqeuUY7SSJZHMchMDAQPXr0wKhRo3Dttdfi/vvvx4svvojk5GQ8+uijuPHGGzF27FiEhYWhsLAQW7Zswc8//4wPPvgAb731Fr7//nusWbMGBw8eRGFhIVQqldirRSwwPDYENU1KnC+rs/uydZ1APtx4FpPe2Yq5f2Xg3Q2ZuPOLvXh51hy98zhZWAMAuH9snF2CREBrufmoP3Cphag5N7bO0o2AEGsI8V2SEs1k9ZpdTDmOc9h1MpeuwN/Pn7+HlBsSkXJDIgCgS4C3S9XJrGv6o19EAF757RiySjqea+VyOX7YnY2/jhTihSv7ukyQCAA+fHsRrh8cje93ZaOktsn4BwD8eTgflQ0KQYc3lzr+mOLfdo2z+JbBFn1/juRVIa+iEdcPjrJBKR3HxL6tyc+3Z5ZZPS/GgKkJEZ1ed9VrvIl9w1HTpMTR/Cqd5wJzzo9qNcPuc+UY0zPMKYNEhlCgiEiWt7c3YmJiMHToUFx55ZW466678Pzzz2PWrFl4+OGHce211yIxMREqlQpHjx5FWloavvrqKyxevBjffPMN1q5di2PHjqG8vNwlo+mOZnhca5/igzmVOt+35U2P9klk7fEivL8xEzcMicaWlyfhuwdH4lxpHXYHTcH50s4X1xzHITEmCADw6tUDHOLGg794kHo5CSGWsST4pfmeMx4bTK0TZ7258vZww0czhkHNGG74ZCd+Tc9DZX0LSmubkZqaioWrT+HKAeF4ZnJvsYtqF5rb/YWpfdGiUuPTLef0Ts/vFy1KNb7ZcQFDugUhqe3axRUCs9rfn7jkNGw4UWzSOmpO8/eRQni6yXDVwEgbldQxJEYHomuAF7aeKbFqPsNufAwxwT5IjA7s9J4z7X/mmNC7C2QcsE1PEI6vF13nAu3j/7GCapTVNWNK/86tMJ0ddT0jToExhsrKShQVFaGgoAAFBQUoKiqCQqEAcCnoFBMTg/j4eHTr1g0eHq41FKfUMcYw7PUNmJYQgbduG2JwWqGb0mrO73RxDW75dDf6RQbg58fHwMu9NelnRkE1Hvh2P2QyDisfHY0+EQHtn5/713Es35uLnCXTRQtKunKyWkKE5IzfJVOPmZrTOWKXBXO6EOpaP0ff9qaWv7i6Cc/9fBj7L1S0v5azZDpe+e0I5k5PsFurWLFp7wOz/zyGPw4WYNNLE9E91Ffv5z7edBbvbsjEtw8mYUr/zq04HPG7Yy6O4zB8wXoM7R6Mbx40ngScr5PqRgXGLd6EKxMi8OFdw+xQUml75bej+O9EMfbPudJoknldGltUGPb6etyZ1B2pN15KDO7oxzJrmXIuMDUFw7vrz2DpliwcmjcVwb6etiqyqKjrGXFqHMchNDQUiYmJmDZtGh566CHMmjULM2fOxPXXX4+EhATU1dVhx44dWLZsGd588018++232LhxI7KystDc3Cz2Krg0/knciNgQHMqt6vC6rZep/fTvmvufg5+XOz6/d0R7kAgABsYE4efHxwAAbv9iD97bkImdZ8vw9IpDWL43F49d1sNmZTWFK18QECIkZ/wuOWsLGW3mtKLSVSe6biwcianljwzyxspHR+Py2i3IWTIdOUumAwDevn0ognw8nfI7YIrnrugDDzcOz/x0GE0K3WkMskpq8fHmLEwfHKUzSOQqUlJS8MC4ePzx9fvtXe9NsWJfDupbVHj8ctfpsmfIjUNjUNOkxPqTFy36/JYzJWhSqDE1oWPrLEc/lllLLpfj/Q1nED8rDQA6nBe0r/356fXZeKoESXGhThskMoQCRcRpyWQyREREYPjw4bj++usxc+ZMvPrqq7j77rsxduxYMMawZ88erFixAkuWLMFXX32FDRs24MKFC1AqlWIX36XwJ7ThcSHIKqlDVUNLh9e1WXvTo/mkhT9xqNVqPLvyELgRt+PjGcMQEdg5sWCfiAD8+sRYsIO/4ePNZ3HvN/uwPbMUffLX4pWr+rvMzRghrs7RbqSNdTfTFTTX/NvR1tcU5naXcTbubjIsW/qOU+XmMoWhLmJRQT54786hOJpXhdf+PN6plUF1owIv/XYMPp5uSLk+Ue8yXOFaQC6X44Gx8aje9ROWbs3SO412XT89uQ8CT65CYnSQPYsrWeN6haFbiA9+OZBr0fduxb4cxAT7YGwv18kpZqqJfbtCu6GQuV2yC6oacaqoBlcMcL1uZwAuVZBUf0aMGMEIsZXm5mZ27tw5tnnzZvbdd9+x119/ncnlcvbGG2+wlStXsv3797OKigqxi+n00DZ85+6s1uF7N5++2OF1Wy1P8/eKvTksLjmNfbwp06TP51c2sH+OFLDqxhad5XT24XEdAW0DYiu2OjaJTXO9HH0dTf3+GxoW2RHqwNRhso1xhHUVmr51/mBDJotLTmOP/XCAnS+tY0qVmh3Nq2SXv7WZ9Zq9mq0+VmjnkkoXABY/K41lldQanW7lvtbrrF1nS9tfp/M0Yx9ubN3ftPdHY3VzrqS2w3WrUMcCZ6FSqdmYRRvZ0Bsf1fm+Kce8ZbsvsLjkNHb2ouH929EBSGc64jCUo4gQDS0tLcjOzsbZs2eRlZWFqqoqAEBYWBj69++PAQMGIDo62uWy3tuCvv7DXt0Hojkvo9PrQg1TrW+5oZfdjWsfeA4/PDQKMpnh7WvKUJqukKNA6mgbEFtx1n3L0XMUWcuUY7uUWVNeV8xpoq++1GqGz7adw9ItWWhSqMBxHFRqhvAAL3x273CMiAsVobTSoe86av78+XpbgnMchxGvb0BMiA/+empch1ZGjvQds4XCqkZMWLIZF96c3t66hW+NZahuXk87iWV7srFr1hSEB3RsBU/12mrxmlP4ZucF7J9zJUL9OnYd0z7m6ToGPvDtfuSU12PLy5Oc+t6PchQRYgJPT0/07dsX1113HZ577jk888wzuPrqqxEUFITdu3fj66+/xgcffIB169YhJycHarVa7CI7LH3NP6+Z9TluXrpT8Kbw/ElX+yJm1py5mPT2FvS++iG8f+dQvUEifc3VXaGLhrOhbUQsYajLirPQ7DLjCt1ndHGF7ayLs6+fLvr2cZmMw9OTe2PbK5PxzOTeeHJiL7x+YyLWPH8ZRsSFumRdadK+fvt8axbiktPQ++qH9H5m5C2Po7qxBYtvHuTUN9zmksvliAnxxYU3W/OE8dep2gEMbY0tKvyWnoerEiM7BYnIJTcOjYFSzbD6eFGn97TrVfv+oLS2GbuyyjAtMdJ191ldzYyk9ENdz4hUNDQ0sMOHD7OVK1e2d1F755132Lp161hxcbHYxXNo0Gj+uWTtKdZr9mpW16SwS9ez2X8eYz1mpbG958rM/rz2/9TsV3ymbANb7VfEddA+5Jy0j9WOtp3pXGMfjrZfCEnXd0SlUrMHvt3H+ry2hj35QnKnz/x1OJ+6SOmgub47z5YyAOz6B58zqW6+23mexSWnsT16rl1drS71UavVbOp7W9ltn+0yOq329/rTLVku0e2MMep6RoigmpubcfbsWZw4cQKZmZlQq9WIjIzEkCFDMGjQIPj5+YldRIei2dxzx9lS3PfNfnz/0Ehs/elTmzy545vkPv3SbKz1nIAHxsUbTEyp7/P6/tf3GrEvfduAtg2xFu1DrsEVt7MrdkEzlyvuFzztdef3l/K6Zlz30U7sm3Mlvtt5HvePjYeKMXy06SyWbsnC4G7B+H3mWLi7yQzOz5Vorru+7nwpKSlITU3tUEdVDS2Y9M5WJEYHYvkjo123tYuJlm7Jwtv/ncHO5MnoFuLb4T1D3Si3+k9CRKA3fn1irL2KKhrqekaIgLy8vDBw4EDceeedeOmll3DNNddAJpPhv//+w7vvvouffvoJZ8+eddmTn7k0L0qT4kLh4cZhz/lym12spqSkgDGGin43IsjHA/+7oq/Znzf0P5EeR+lOIrXyOBMh65a+867BFbezqw+rrY+jnEPsjV//MH8v/PnUuNbX/j2JPnPXYsC8dfh4cxZuGd4Nyx8d3SlIRC6Ry+WY+UIy4pJbh3Pnjz3891Fzf/tg41nUNCow97oEChKZ4IYh0eA4YMW+3E7v6UuDMe2+Z5FT3oB7Rsfau7jSoquZkZR+qOsZcSQXL15k69evZ++88w6Ty+Xso48+Ynv27GGNjY1iF82h3PbZLnbDxztsuox1GUUsLjmNLdt9weJ5GGraS81+xadvG0DC3QakXDZHR3VLiHH0PTHO1erIWFcxfe9Pufsptv6E4dQMrnatZKwun1pxkAFgx/Or2l/T3N9OFFSz4Al3s9l/HhOh9I7rmZWHWMK8tayyvlnvNJr1/NTyg2xo6n+ssUVpj+KJDtT1jBD7UalUOHnyJA4cOIC8vDx4eHhg8ODBGDVqFMLDw8UunuS9t/4MPtmShSMp0xDo7SH4/BljuOGTXahvUWL9/y7v9JTL1Kb39mgyTd0AhCflpu5SLpujo7olRDdD3V7o/NOZKx9L9K27qSN1kUt01VVJTRNG3Pw4oqbcj1VPj0dMsE/7dFkldbjry704OG8qSmub0MXfS6SSO54zxbW46oPteG5Kb7w4rZ/Oafh9+FRRDa77aAceu6wnZl87wM4lFQd1PSPEjtzc3DBo0CA8/PDDePzxx5GYmIgjR47gs88+w8qVK5Gfny92ESVtTK8wqBlw4EKFTeZ/KLcKxwuq8dD4HjqbQkup6b2UyuIspNadhLo02A7VLSHG6ep+wb9OOuPPIVQ/l9C1ijDCA72xccVSNLaocO/X+7DqcD5emjUHqw7n4+6v9rZPR0Ei8/SLDMDViZH4bnc2qhsVOqfhj4ML/j2JQB8PPDmpl51LKT0UKCLExqKionDjjTfixRdfxKRJk5Cfn49vvvkGP/74I3JycsQuniQNjw2Bl7sM2zNLbTL/H3ZnI8DbHbcMizFpeu1hSunG07FJbVvp6yMvtXI6IqpbQojQ+OOHKwZHjD1okdqDGCnTV1f9IgPw1QNJYIzhhV+O4nc2Fg89+yoOzJ2Kg/OmAqBrT0s8e0Vv1DYp8c5/Z/RO89+Ji9hzvhwvTu2LYF9PO5ZOmihQRIid+Pr6YuLEifjf//6HK6+8EhcvXsT333+P5cuXo7i4WOziSYq3hxsm9wvHmoxiqNTCNmG+WNOENceLcEdSd/h5ube/bigApHkxaI8bTwpGEUKEYOoxwxWOLa6wjtbi64jOPR25+vprMvbgLDU1lerLRIbqaUzPMGx+aRJWPDoayVf3x5aVS6FSqemhhxUSo4Pw6IQe+HFvDtZlFHV6v7i6Ca+nnUTfCH/cPcrFk1i3oRxFhIhEoVDgwIED2LFjB5qamjBkyBBMnjwZQUFBYhdNEtYcL8JTKw5hxaOjMb53F8Hm+96GTHy8+Sy2vjwJcWF+OqfR7jcu5jDr1N/ftfB95Ck3lfBcsU5NPX64wnHGFdZRSFRfl5g6jLmrHV800f5iP1TXlmtRqnH757txoawev84ci/6RgQCAoupGzPhyL0prm7HisTEY2j2402ed+RpCX44iChQRIrLGxkbs3LkT+/btA8dxGDduHC677DK4u7sb/7ATa1KoMOL1DZg+OBpLbhtscFpTD95KlRrjl2xG/8hA/PDwKL3TcRyHlJQUoxeD9jhp0AWBa6LtToRAgaJLXGEdhUT1dYmYD4scBdWF/ThzwMIecssbcMPSnahpVODaQVGQcRx2ZpWhRanGDw+PxIi4UJ2fc+Z9nJJZEyJRPj4+mDp1Kp555hn0798f27dvx6effoqsrCyxiyYqbw83TEuMxNqMIrQo1Qan5QM6xk6cW86U4mJNM+4ebbhJKR8MMtbFzB4naurvT4htOOuFtqldV12hi6srrKOtuPq5h/Yd87j6/mJPtA9aJzbMF5tenIjHLu+JTadKsPd8Ocb37oKfHx+jN0jkqqhFESESc/78eaxZswbl5eVISEjA1VdfjYCAALGLJYotp0vw0PcHcHntFixb+o7e6fgov7Fo/yPfH8CxgmrsnjUFHjpGOzM2f1ugJ0OER10a7MuZnw7yqEXRJa6wjsQ2jA0JT/SjOjKO6kg8KjWDjLuUl02bq1yXUdczQhyIUqnE7t27sWPHDnh4eOC6665DYmKi2MWyG/6kqVCpMXbxJhycN63TRZq5B+/CqkZMWLIZT07qhVeu6m9ReWyBbl6ILrRf2J4r1DEFii5xhXUkwuLP/bTvWI7qzjiqI8fgzNuJup4R4kDc3d1x+eWXY+bMmQgJCcHvv/+OVatWoampSeyi2QUfAPJwk+GpSb0BADvPlnWYhu8apt3cOTU1tVPzcLlcjl8O5EHNgLtGmj+SgTM9NSDElbladxJTu4O4QrcRV1hHIiz+WoT2HUJcl7NeH5iCAkWESFhYWBgefvhhTJw4EcePH8dnn32GnJwcsYtlF/wN3SOX9QQAXNa3q948GwAM5hJKTU3Fj3tzMKlfV3QP9bVH8Q1ytZtVYj66MbENU3KPORNT18tZ11+TK6wjsQ3ad8xD1zjGUR2Jx9w6duWAMXU9I8RBFBQU4M8//0RVVRWmTZuGUaNG6e1T64gMdSVLTU1FXHIalt49HNcNjtL5WUPNwzmOQ1xyGn59YixG9ZBWojpnbspKiJTRd48Qos1VcpLYCx1njaM6si9z69sVtg91PSPEwcXExOCxxx5Dnz59sG7dOvz1119QKBRiF0swxp70D4gKxLy/M1BQ1ajzs0DHaL/205qcJdMxumcYXegRQgC45tNBQohhrtbqkDgO2gfth1p8taJAESEOxNvbG3feeScmTZqEY8eO4dtvv0VVVZXYxbK5lJQULL17GBRKNWb+eBBNCpXO6bTzEjHG8OuBXADA5tMXJXmxRzerhIhDascCQghxNnSNY5ypdaSrpRsxjbmBH0MBY1e6djCp6xnHcd0BvA9gKgAOwEYA/2OM5Zq0EI4bAGABgMkA/ADkAviUMfahsc9S1zNCdMvMzMSff/4Jd3d33HPPPYiK6twly1HpOxBvOHkRjy1Lx/TBUfjwrmFwkxnuetekUOGKd7dh9+wroFarnaqrHiGEEEJsx9VuCom0uUIXKHuwtuuZM24Hi7uecRznC2AzgP4AHgBwH4A+ALZwHOdnwueTAOwD4AXgUQDXAngXgJs5K0AI6ahv37545JFH4O7uju+//x7nzp0Tu0iC0XdhNjUhArOv6Y+0Y0WY9ccxo09hvtl5AQVVjXj42VcoSEQIIYQQk1GQiIiNukCJz5VbxRltUcRx3PMA3gPQjzGW1fZaDwBnAbzKGHvPwGdlADIAnGGM3WxJAalFESGG1dbWYsWKFSgtLcWNN96IwYMHi10km/tgYyY+2HgWOUumo7qxBYHeHp2muVjThMnvbMVlfbrgi/s6BckJIYQQQghxCM7YkkUMlrQUdPYk9/paFJkSKNoEwJsxNl7r9W0AwBibaOCzUwBsAnA5Y2yHJQWnQBEhxjU1NeGXX35BdnY2pk2bhrFjx4pdJJtijOHTrefwzJQ+GLd4E1JvSMSU/uGQtXVFa1Ko8OTyg9iZVYaNL05EXJjRxo+EEEIIIYRIEgWKpMEZt4M1o54lorVVkLYTABKMfHZC229vjuP2chyn4DiuhOO4jziO8zFh2YQQE3h7e+Oee+5BQkIC1q9fD2cOrsrlcshkMjwzpQ8AYPfsKzA1MRI9rnoQ723IxK6sMiTd8ji2nCnF/OkJFCQihBBCCCEOzZW7QBFxmNKiqAXAe4yxWVqvLwQwizHmbuCznwN4AkAlgE/QmusoCa2Jrf/T1x2N47jHATwOALGxsSNycnJMXiFCXJlKpcKvv/6KzMxM3HLLLRg0aJDYRbIpjuPQrFDhvxPF+HFvDtKzK6BmQM6S6Vh1KB83DYsRu4iEEEIIIYQQJ+CMSe6t6XpmTaDoSwCPAfiYMfacxuvJAN4EkMAYO2Vo+dT1jBDzKBQKrFy5Ejk5ObjzzjvRr18/sYtkM9rNP6sbFNifXYFpiZFO1yyUEEIIIYQQQoRkTdezSgAhOl4PbXvPkPK23xu0Xl/f9nuYCcsnhJjBw8MDd911F6Kjo/Hbb7/h/PnzYhfJZjSb4crlcgT7eWJaYiQAGhmCEEIIIYQQQixhSqDoBFrzFGlLAHDShM8aojZh+YQQM3l5eeGee+5BWFgYfv31V5SVlYldJJvQDALJ5XIwxtpbEvF/U6CIEEIIIYQQQkxnSqDoHwBjOI7ryb/AcVw8gPFt7xmyFkAzgKu0Xr+67Tf1KSPERnx8fDBjxgy4ubnh559/RmNjo9hFIoQQQgghhBAicaYEir4CkA3gb47jbuQ47gYAfwPIA/AFPxHHcXEcxyk5jpvPv8YYKwewGMBMjuMWcRx3JcdxswDMB/ADYyxLwHUhhGgJDg7GnXfeicrKSvz5558On7fH1NZBNDIEIYQQQgghhFjGaDJrAOA4LhbA+wCmAuAAbALwP8ZYtsY08QAuAEhljMk1XucAvADgKQCxAIoA/ADgdcaYwtiyKZk1IdY7cOAA1qxZg8mTJ+Pyyy8XuzgW005eTQghhBBCCCHEMtYkswZjLJcxditjLJAxFsAYu0kzSNQ2TTZjjNMMErW9zhhj7zHGejPGPBljcYyx+aYEiQghwkhKSsLAgQOxdetWZGdni10cQgghhBBCCJEkynFqYqCIEOLYOI7D9OnTERoaij/++MOh8hXJ5fL2EcwAGs2MEEIIIYQQYjupqaliF0F0FCgixEV4eXnh1ltvRUNDA1avXi12cUwm5GhmFFwihBBCCCGEEMMoUESIC4mKisLEiRNx4sQJZGRkiF0cu6OnA4QQQgghhBBt1IuhIwoUEeJiJkyYgG7dumHNmjWor68XuzhmodHMCCGEEEIIIUITsheDM6BAESEuRiaT4frrr0dzczM2btwodnHMYml3M3o6QAghhBBCCCGmoUARIS4oPDwcY8eOxZEjR5x+FDR6OkAIIYQQQggxFfVioEARIS5r4sSJCA4Oxpo1a6BWq8Uujk1QMIgQQgghhBBiDrqHoEARIS7Lw8MDV111FUpLS3H48GGxi2MT2smr6ekAIYQQQgghhBhGgSJCXFi/fv0QGxuLLVu2oLm5Wezi2Bw9HSCEEEIIIYQQwyhQRIgL4zgOU6dORX19PXbv3i12cQRByasJIYQQQgghxHIcn+BVqpKSklh6errYxSDEqf3+++/IzMzE888/Dz8/P7GLIxiO4yD1YxwhhBBCCCGEiIHjuIOMsSTt16lFESEEkyZNgkKhwJ49e8QuCiGEEEIIIYQQEVGgiBCCLl26YODAgdi/fz8aGhrELo5gKHk1IYQQQgghhJiHAkWEEADAZZddBoVCgb1794pdFMFQXiJCCCGEEEIIMQ8FigghAIDw8HAkJCRg//79LjECGiGEEEIIIYSQzihQRAhpN3bsWDQ3N+PYsWNiF4UQQgghhBBCiAgoUEQIaRcTE4OoqCgcOHCARgsjhBBCCCGEEBdEgSJCSDuO4zBq1CiUlpYiOztb7OIQQgghhBBCCLEzChQRQjpITEyEj48PDhw4IHZRCCGEEEIIIYTYGQWKCCEdeHh4YNiwYTh9+jTq6urELg4hhBBCCCGEEDuiQBEhpJOhQ4eCMYbjx4+LXRRCCCGEEEIIIXZEgSJCSCddu3ZFVFQUBYoIIYQQQgghxMVQoIgQotPgwYNRVFSE0tJSsYtCCCGEEEIIIcROKFBECNFp4MCB4DgOR48eFbsohBBCCCGEEELshAJFhBCd/P390atXLxw/fhyMMbGLQwghhBBCCCHEDihQRAjRKzExETU1NSguLha7KIQQQgghhBBC7IACRYQQvXr37g0AOHv2rMglIYQQQgghhBBiDxQoIoTo5e/vj6ioKGRlZYldFEIIIYQQQgghdkCBIkKIQb1790Z+fj4aGxvFLgohhBBCCCGEEBujQBEhxKA+ffqAMYZz586JXRRCCCGEEEIIITZGgSJCiEExMTHw8fGh7meEEEIIIYS4kLq6OpSUlKC4uBh1dXViF4fYkbvYBSCESJtMJkOvXr2QlZUFxhg4jhO7SIQQQgghhBCBMcaQn5+PgwcP4sKFC6ipqenwvp+fH3r16oXhw4cjNjaW7gucGAWKCCFG9ezZExkZGSgtLUV4eLjYxSGEEEIIIaSdQqFASUkJFAoFACA8PBy+vr4il8qxFBUVYfXq1SgoKICXlxd69+6Nbt26ISAgADKZDNXV1SgqKsKZM2dw7NgxxMTE4LrrrkNUVJTYRSc2QIEiQohRcXFxAIC8vDwKFBFCyP/bu++4qq508f+fBYfeEZAiVToidgV7izXRxGTSTJvk3kwv9/7u3Okx37lz7/feKTeTySTfyWQymfSmMTHGEruxgw1B6UVEARUEpMP+/XE4DCJIOxWe9+vFC91n7bUXZ52y97PXepYQQhiZpmlUV1fT0NCAs7MzHh4eODk5WbpZVq2jo4OsrCwyMjIoKyujvb39lsd9fHxITk5m6tSpeHp6WqiV1q+jo4O9e/dy6NAh3NzcWLlyJSkpKTg6OvZavqWlhbNnz7Jv3z7+8pe/kJaWxqJFi7Czk6w2I4kEioQQ/fLx8cHNzY3S0lKmTp1q6eYIIYQQwgZomsbVq1dpamrCwcEBHx8fCX70UFZWxtGjR8nLy6OlpaVru52dHeHh4SQlJTFp0iTs7e0t2Errk5+fz7Zt27h+/TpjxoxhxowZhIaG4uzsTHt7OxUVFRQXF3PgwAG++uorZs2axYIFC3BwcLB0061KS0sLGzduJDc3l0mTJnHXXXfh4uJyx30cHR2ZNm0aEyZMYOfOnRw6dIjKykruu+8+nJ2dzdRyYWpK0zRLt+GOpk2bpqWnp1u6GUKMeh9++CGXL1/m+9//vqWbIoQQQlglQ0BktF/U37hxg3379pGTk0NjY2PXdnt7+678JrGxsaM6v0l9fT1btmwhNzcXJycnkpKSCAkJwcPDg6amJioqKsjJyeHq1av4+/uzYsUKIiMjLd1si2tra2PXrl0cO3YMPz8/Fi1aRHx8fJ+vperqag4cOMDp06fx8fHhgQcekKlSnZqbm3nrrbcoLy9n+fLlzJgxY0j1pKens23bNvz9/XniiSf6DTQJ66KUytA0bdpt2yVQJIQYiCNHjrBz507+5V/+BQ8PD0s3RwghhLAKly9f5uDBg5SVlVFXV4ednR1+fn4kJCSQmpo6qkbQaJrGwYMHOXjwIJqmMWHCBMLDw/Hw8KC1tZXS0lKys7Opra0lNjaWlStX4uXlZelmm11BQQGbNm2ipaWFBQsWMG3atF5fJ5qmkZOTw44dO6ipqWHx4sXMnj171AbYWltb+eCDDygoKGD69OksXbp0wCOEioqK2Lx5M42NjXzta18jOjraxK21bm1tbbzzzjuUlpbywAMPEB8fP6z68vPzef/99wkICODxxx+XkUU2RAJFQohhuXTpEq+99hr3338/SUlJlm6OEEIIK9He3s7ly5e5ePEiTk5OBAQEEBwcPOLzVTQ3N/P5559z7tw5nJ2diY2Nxd/fn6amJsrLyykqKsLFxYXly5czceJESzfX5Nra2ti8eTNZWVkkJiaydOlSvL29byvX3t7OsWPH2LdvHw4ODqxfv35UjfA4f/48H3/8MX5+fqxbt25AuR9bW1v57LPPOHfuHJMmTeLuu+8e8e+vnlpaWnjvvfcoLi7m7rvvZsqUKYOuo66ujnfffZeKigruv/9+EhMTTdBS66dpGh999BHnz5/n3nvvNdrnU25uLh988AGhoaE89thjo35kpa3oK1AkOYqEEAMSGBiIg4MDpaWlEigSQgiBpmlkZWWxbds2Ghoabnls7Nix3HPPPQQHB1uodabV/YJz3rx5pKam3nYHvby8nB07dvDJJ59QW1s7okeCtLa28s4771BSUsKSJUtIS0vr82+1t7cnLS2N2NhY3nrrLf7+97/zyCOPEBYWZuZWm192djYff/wxISEhPProowMedeHg4MB9992Hr68vBw4cwM7OjtWrV4/Y11NPmqaxadMmSkpKhhXY8PDw4Mknn+Sdd95h06ZNuLm5dS3YMpocPHiQ8+fPc9dddxk1iB0bG8vatWvZtGkTO3bsYOXKlUarW5jf6ApFCyGGzN7enpCQEC5evGjppgghhNVrb2+nvr6e6upqOjo6LN0co2tra2Pjxo1s3LgRb29v7r//fv71X/+V733ve6xdu5abN2/y2muvcezYMUs31ejq6+v561//yvXr13nkkUdYuHBhrxf8wcHBPP7440yYMIHdu3ezf/9+C7TW9DRNY/PmzV0X8QMNiPn5+fH1r38dd3d33nvvPa5fv26G1lpOeXk5n3zyCePGjWP9+vWDnpqjlGLhwoXMmTOHkydPsm/fPtM01Art37+fnJwcli1bNuzAhpOTEw8//DA+Pj689957VFVVGamVtqGoqIh9+/aRnJzMrFmzjF5/cnIyqampnDhxgtOnTxu9fmE+MqJICDFgYWFhHDx4kObm5lGVc0EIIQaqo6OD9PR09uzZQ3NzM6BfOXLRokUkJSWNiBEAHR0dbNq0ifPnz7No0SJmz559yzQYHx8f4uLi2Lx5M9u3b8fZ2ZmUlBQLtth42tvb+fDDD2loaODJJ5/sd8SUvb099913Hzqdjv379xMUFERcXJyZWmseu3fvJjs7m6VLlw76It7Ly4v169fz6quv8sEHH/D000/3uSS3Lbt58yYffPABbm5uPPjgg8M6h1q0aBH19fUcOHCAoKCgYeeWsXa5ubns37+fSZMmDTnZck8uLi6sX7+ev/zlL3z88cc888wzo2I1tIaGBjZu3MiYMWNMOiJtyZIlXL58mS+++ILw8HB8fHxMchxhWjKiSAgxYGFhYWiaxqVLlyzdFCGEsDpNTU387W9/Y9u2bQQHB7Ny5UpWrlyJg4MDGzdu5MMPP6S9vd3SzRy27du3d01bmDt3bq+5Upydnbn//vuJjIzk008/JS8vzwItNb5t27Zx8eJF1qxZM+BpdUopVq1aRVBQEJs3b6a6utrErTSfoqIiDh06xNSpU0lNTR1SHd7e3qxbt47Kykq2bt1q5BZanqZpfPLJJzQ0NPDggw/i5uY2rPoMr6fAwEA+++wzamtrjdRS69PQ0MBnn33G2LFjWbVqlVEDG15eXqxdu5bKykq+/PJLo9VrzXbu3EljYyP333+/SQOydnZ2rF27FqUUn3/+OdaeE1n0TgJFQogBGzduHEopSktLLd0UIYSwKu3t7Xz00UeUl5ezdu1aHnvsMaZPn8706dN59tlnWbp0KRcuXOCjjz6y6WDRhQsXOHHiBLNmzeo3MKDT6XjwwQcJCAhg8+bN1NfXm6mVppGXl0dGRgZpaWmDztWn0+l44IEHANi0adOIuHBqaWnhs88+w9fXl2XLlg3rIn78+PHMnz+fs2fPjpigokFmZiYFBQUsXbrUaEm7dTod999/P21tbXzyyScj4vXUm23bttHY2MjatWvR6Yw/ESY6OppZs2Zx4sSJEfe666mwsJAzZ84we/Zsxo4da/LjeXl5sXjx4q7jCtsjgSIhxIA5OTkxduxYyVMkhBi2jo4Ojhw5wqeffsonn3xCenq6Tefy2bp1K4WFhdx9992kpKTcctFsZ2dHWloaK1euJCcnh88//9yCLR26lpYWtm3bRkBAAEuWLBnQPk5OTqxbt65rhTBbvaBta2tj27ZtjBkzhkWLFg2pDh8fH5YtW0ZZWdmIyN2xZ88eampquOeee4wybWfOnDn4+fnxxRdf0NraaoQWWl5jYyM7duwgJCSEadNuW1RoWMaMGcPy5cspLi4eEa+nni5cuMC5c+eYN28egYGBJjvO4sWL8ff3H1Gvu57a2tr4/PPP8fX1Zd68eWY77vTp0wkNDWXnzp00NTWZ7bjCOCRQJIQYlNDQUC5evGjTF3RCCMtqbGzkvffeY+fOneTn51NUVMTWrVt55ZVXKCkpsXTzBi0vL49Tp04xZ84cJk2a1Ge56dOnM2/ePE6fPk12drb5Gmgk+/bto7a2ltWrVw9q2WN/f38WL15MTk6Ozd5Z/uqrr6iurmblypXDWvI5JSWF0NBQdu3aRWNjoxFbaF5VVVUcP36cqVOnGm3VKJ1Ox6pVq6ipqeHAgQNGqdPSDP28evVqkyxnP3ny5K7X00i6EG9vb2fnzp0EBAQwZ84ckx5Lp9OxcuVKampqOHTokEmPZSnHjh2jurqaVatWmWRkVl+UUqxcuZLGxsYR854eTSRQJIQYlLCwMFpbW7ly5YqlmyKEsEGtra387W9/o7CwkNWrV/Ov//qv/PCHP+Shhx6ivb2dt99+26aCRR0dHezcuRNfX18WLFjQb/l58+YRHBzM559/Tl1dnekbaCTXrl3j6NGjTJkyhdDQ0EHvP2vWrK4L2paWFhO00HRqa2v56quvmDBhAlFRUcOqq/uF0969e43UQvPbt28fDg4OLFy40Kj1RkREMHHiRI4cOWLzuXeuXbvGqVOnmDFjhslGxCilWLFiBQ0NDSNqFbQTJ05QXV3N0qVLhxWYHaiIiAiSk5P56quvRtzqe42NjXz11VdER0cP+/NrKAIDA5k0aRLHjx8fcc/tSCeBIiHEoISFhQHI9DMhxJAcPHiQqqoqHnzwQaZOnQroL3bi4uJ4+umn8fb25t1336W8vNzCLR2YjIwMrl69OuALGsMqWIapTLbi8OHD2NnZDTkwoJRi6dKl3Lx5kyNHjhi5daZ17NgxOjo6hjzlrKfAwECmTJlCRkYGN27cMEqd5nTlyhWys7OZOXPmsBMz92bhwoVomsbBgweNXrc57d+/H51Ox9y5c016nKCgIKZOncrx48e5du2aSY9lDk1NTRw4cICoqCjGjx9vtuMuXboUOzs79uzZY7ZjmsPBgwdpamoa8HRhU1i0aBF2dnbs3r3bYm0QgyeBIiHEoHh6euLl5SUJrYUQg1ZVVcWhQ4dITk4mNjb2tsfd3Nx47LHHcHFx4cMPP7T6fBHNzc3s27eP8PDwQS15PmbMGNLS0jh//jyXL182YQuNo66ujjNnzjBp0iTc3d2HXE9oaCgJCQkcPnyYmzdvGrGFptPc3ExGRgaJiYlGXeLZMJ3GFqe67N27F2dnZ9LS0kxSv7e3N5MnT+bkyZPU1NSY5BimVllZSWZmJjNmzDBJMK2nhQsXYm9vb/PBNdAHpRsbG1myZInJlm/vjYeHB7NmzSIrK4uKigqzHdeUamtrOX78OCkpKWZJYN0XDw8PUlNTyc7OHjHP7WgggSIhxKCFhYVRWlpqs0lJhbB1LS0t7N69m/fee48vvviCCxcuWLpJ/dI0jS+++AJHR0fuuuuuPst5enpy7733cuPGDfbv32/GFg7euXPnaGhoYNGiRYO+oJk1axbOzs5W/zfCP0bUGCMwsGjRIlpbW23mgvbkyZM0NzcbPSji7e1NSkoKJ0+etKkpiFVVVeTm5pKamoqzs7PJjjNv3jyUUjab12T//v04OjqaLJjWk5ubG9OmTePs2bNUV1eb5Zim0NTUxPHjx0lISDDaCnGDkZqaipOT04iZxnf06FE6OjqYP3++pZvCrFmzcHR0tJnPfiGBIiHEEISFhVFfX2+zd/qEsGXFxcW8/PLLXbkUzpw5wwcffMAXX3xh1cuuX758meLiYubPn9/vqJTw8HAmTZrEkSNHqKysNFMLB+/kyZP4+/sPKWePs7Mzqamp5OTkcOnSJRO0zjiam5tJT08nMTERX1/fYdfn5+dHcnIyp06dorm52QgtNJ329naOHj1KeHg4wcHBRq9/zpw5dHR0cPjwYaPXbSonTpzA3t7e6Ct49eTp6cmUKVM4c+aMTQXSAGpqajh//jzTp0/H1dXVbMdNS0vDzs7Opi/ET5w4QXNzs8mn6/XFxcWF1NRULly4YDPTn/vS1NRERkYGSUlJRh0NOVQuLi5Mnz6drKwsrl69aunmiAGQQJEQYtDGjRsHYNUXN0KMRI2NjXz44YfY29vz1FNP8e1vf5t///d/JzU1lRMnTvDee+9Z7Ui/U6dOodPp7rgqWHdLlizBycmJnTt3mrZhQ3T58mXKy8uZOnXqkKdHzJw5ExcXF7766isjt854srOzaW5uZtasWUarc/r06bS0tHD27Fmj1WkK+fn51NbWGvVv787X15cJEyZw6tQpm0jw3dzczJkzZ0hKSjJLAGTmzJl0dHRw8uRJkx/LmE6cOAHAjBkzzHpcDw8Ppk6dypkzZ2wy91VraytHjx4lOjraIqOJDAyjPW1xWmh36enptLS0mG1U20Ckpqai0+ms+jtvIA4dOsTx48ct3QyTk0CREGLQAgIC0Ol0EigSwsz2799PY2MjDzzwQFdieTs7O+666y5WrFhBQUGBVZ68tLa2kpmZSWJi4oCnq7i5uTFr1iwKCgqs8u7jyZMnsbe3Z+LEiUOuw8nJicmTJ5OTk2O1oybOnj2Lr68vISEhRqszJCSEoKAgTpw4YbWBTYAzZ87g5uZGTEyMyY4xbdo0mpubOXfunMmOYSxnz56lpaWF6dOnm+V4Y8aMYfz48aSnp1v1aMnuWlpaOHnyJAkJCXh6epr9+KmpqXR0dJCRkWH2Yw/XyZMnaWhosNhoIgMnJyemTp3K+fPnbXbkfFtbG8eOHSMqKsqiQbee3NzcmDp1KpmZmTa7qqFhFOhoWNRHAkVCiEGzs7MjODhYAkVCmNHVq1c5ceIEU6ZM6XWp5enTpxMdHc3u3butLkeFYVTK5MmTB7XflClTsLOz67pDby0Mga+kpCRcXFyGVdeUKVPQNI0zZ84YqXXGc+PGDYqLi5k4caJRk8oqpZgxYwZVVVWUlJQYrV5jamhoICcnh+TkZJMuzx0aGoq/v7/VX9hrmkZ6ejpBQUFGDRr2Z8aMGdTX19tEHjaAzMxMmpqamDlzpkWO7+3tTUxMDKdOnbKZ4BroX18nTpxg3LhxXTdBLMkQDLXGGy8DkZ2dTX19vVWNJjIwjBRMT0+3dFOGpLi4mIaGBhITEy3dFJPTWboBxlBbW0tlZaXVr44ihLE4ODgQEBBgkbtVBsHBwV13+Ux5Ei2E0NuzZw86na7P5cmVUqxevZqXX36ZrVu3sn79ejO3sG+nTp3Cx8eH8PDwQe3n7u5OYmIiZ86cYfHixTg6OpqohYNTWFhIc3MzKSkpw65rzJgxhIWFcerUKWbPnm3WVX76k5mZCTCsUVN9SUpKYufOnaSnpxMREWH0+ofr3LlzdHR0GKWP70QpxdSpU9m+fTuXL1+2qrv/3V2+fJnKykpWr15t1tdodHQ03t7eHD9+nKSkJLMdd6hOnDhBYGDgkPKWGcu0adN47733yMnJsZmL2eLiYq5du8batWst3RQAvLy8SExM5OTJkyxYsMBqvnsG6uTJk/j4+BAVFWXpptzGx8eHuLg4MjIymDdvHjqdbYUjsrOzcXBwIDo62tJNMbkB9YxSKhT4X2ApoIBdwA80TRvU+thKqR8D/wUc0jRtziDb2qva2loqKioICQnBxcXFqk6whDAFTdNobGzsGs1jqWBRSEgIR48epbKy0mpPbIUYrLa2Npqamoa1BLgpNDY2kpOTw8yZM+/YNi8vL+bNm8euXbuoqKiw6HK4BnV1dZSUlLBgwYIhfUfPmDGDc+fOcfbsWZMn0B2ovLw8HB0dBx346suUKVPYvHkzpaWlRqtzuDRN4+zZs4SGhpokEaqDgwNJSUmcOXOGlpYWq7sQO3PmDGPHju119J6xTZw4kV27dpGens7dd99t8uMNxblz57CzszN74MHOzo6pU6eye/durl+/bpSE6qZSUVFBRUUFK1assOj1SHR0NF5eXl1J6G1BRkYGzs7OVtXeWbNmkZWVxenTp82eb2o4rl69SklJCYsXL7ba6+KZM2eSk5NDZmbmoEcaW1JHRwfnz58nNjYWBwcHSzfH5PqdeqaUcgX2APHAE8BjQAywVynlNtADKaWigJ8DRl2+pLKykpCQEFxdXa32zSCEMSmlcHV1JSQkxKKrAUlCazGSVFZW8tZbb/Hf//3f/O53v2Pfvn1WlTvl/PnzdHR0MGHChH7LTp48GXt7e6uZypKfnw9AXFzckPYfN24cY8eO5dSpU8Zs1pBpmkZeXh5RUVFGG02ZmJiIk5OT1fyNoF8GvaqqiuTkZJMdIykpidbWVvLy8kx2jKG4du0a5eXlJh9NZODi4kJiYiLZ2dlWOV1I0zSysrIYP378sKdaDoXhNWgY4WatMjMzUUpZfOSTIbhWVFTEtWvXLNqWgaivr+f8+fNMmjTJqi6+x40bR2BgIKdPn7Z0UwYlIyMDOzu7AS8cYQkREREEBARw7NgxqzrX6k9JScmomXYGA8tR9E9AFLBW07TNmqZ9CtwDhAPPDuJYrwDvAOcH3co7aG1ttciXlhCW5uLiYtHpll5eXri6ukqgSNi8pqYm3n//fa5cucLUqVOZMGEC+/fv5/3337eai7Zz587h6+s7oNF7rq6uJCYmcvbsWauYkp2fn4+Hh8eQRzcZLrzKy8utIvllZWUltbW1Rk1w7ODgQFxcHLm5uXR0dBit3uEYboBvIMLCwnBzcyM7O9tkxxgKQ+AqISHBbMdMSEigqamJ4uJisx1zoMrKyqitrbVYAMTLy4vw8HAyMzOt9qJS0zTOnTvH+PHjcXMb8H10kzEECax9ZUGA06dP09HRwdSpUy3dlNukpKR0Tbu0BW1tbZw5c4b4+HirGxndnVKKadOmUVFRwZUrVyzdnAEzTDsz5QIH1mQggaJ7gKOapuUbNmiaVgQcAtYM5CBKqUeAKcBPhtLIAdRvimqFsGqWft0rpRg3bpwEioRN0zSNzz77jBs3bvDQQw+xfPly7rvvPpYuXUpubq5VjPCor6+nuLiYpKSkAb/vp06dSnNzM1lZWSZu3Z21t7dTUFBAdHT0sD6z4uPjAcjJyTFW04bMEEQw9olibGwsjY2NlJWVGbXeoSooKMDf39+k05vt7OxISEggNzfXqpaHz8vLw8/PD29vb7Mdc/z48Tg4OFhd0Az0gWp7e/uu96ElJCcnc+3aNS5fvmyxNtzJxYsXuXHjhklH4A2Gh4cHkZGRnDt3zmqDawbnzp0jNDQUPz8/SzflNsnJydjZ2VnlYgO9yc3NpbGxkSlTpli6Kf2aMGEC9vb2NvPcaprGhQsXiImJsaqRb6Y0kEBREtDbmp1ZQL/jrpRSPujzG/1I07Trg2ueEMKaBQcHU1VVRXNzs6WbIsSQnDlzhvPnz7N48eKu5KNKKVJTUwkNDWX//v0WH5WTnZ2NpmkDmnZmEBYWhp+fn8Wnn5WVldHc3DzsoIqfnx++vr5WESjKz88nMDAQDw8Po9Y7fvx4lFJWMQ2rtbWVkpISxo8fb/JjJSYm0tbWZhV/N+iXNy8pKTF7olIHBwdiY2PJycmxmlFloM/JkZ2dTUxMDE5OThZrR2JiIvb29lY7QiYzMxOdTmfSEXiDlZyczPXr1ykvL7d0U/p07do1KioqLD5dry9ubm5ER0eTmZlpVe/LvmRlZeHm5kZkZKSlm9IvFxcXYmNjyczMtJrR23dy+fJl6uvriY2NtXRTzGYggSJfoLd1dq8DA8lu+BsgF3hj4M0SQtgCQ54iaz4JEaIvmqZx+PBhAgMDSU1NveUxpRRLliyhvr6eY8eOWaiFellZWfj7+xMQEDDgfZRSTJw4kbKyMurq6kzYujvLy8vDzs5u2CuvKKWIi4ujqKjIooHppqYmSktLTRJEcHZ2Jjw8nNzcXKPXPVilpaW0t7ebJVAUHh6Om5sb588bNTPBkBUXF9Pe3m6RqQUJCQncvHmT0tJBrRVjUoaLI3NOw+uNi4sLMTExZGVlWd0IGU3TyM7OJi4uzqLBtJ4SEhKwt7e36txOhhF0ln593UlKSgp1dXUUFRVZuil31NzcTG5uLomJidjZDeQS3/JSUlJoaGigoKDA0k3pV05ODkqpUTPtDAYWKBoypdRc4HHgm9ogPtWVUv+slEpXSqVXVVWZroFW6vXXXycmJgZHR0e8vb2JiIjgySef7Hp83759bNiw4bbIdnFxMRs2bKCwsNCo7dm3bx9KKfbt22fUeoXtCw4OBiShtbBNhYWFVFVVMWvWrF6nRYWFhRETE8OhQ4doamqyQAv1q51dvHhxSCfRhpMZQ64ZS8jLyyMsLMwoF0/x8fF0dHRY9O8pLi5G0zSTjTaJiYmhsrKSGzdumKT+gSooKMDe3t4sK7DZ2dkRExNDYWGhVQQA8vLycHBwICwszOzHjomJQafTWU3QDOg6pzRH0LA/iYmJ1NfXW905R3l5OQ0NDVY1mgj0wWdDcM1aR8NkZ2cTGhpqsRV8ByI2NhZnZ2erDriBPpDR1tY2qNHHlhYdHY2rq6tNTD/Lzc1l3LhxuLq6WropZjOQQFE1vY8c6mukUXd/Bv4KlCmlvJVS3oAOsO/8f69njpqmvapp2jRN06b5+/sPoIkjR3l5Of/8z/9MWloae/bsYdeuXXzyySf84he/6Cqzb98+nn/++V4DRc8//7zRA0VC9MXFxYUxY8ZY3UmbEANx7Ngx3Nzc7jjkfd68eTQ1NVnswi0/Px9N04Z0B2vs2LG4u7tbLLBSW1tLZWWl0YIqhhM0S04/KywsxMHBoWs0pbEZhrRbehpWQUEBYWFhZsvDEBERQWNjIxUVFWY5Xl80TSM/P5+oqCh0Op3Zj+/o6Mj48eOtYlSZQUFBAYGBgVaRoNmQ68yanh/4x/vVGoJpPU2YMIH6+nqrGqVmcP36da5cuWLVo4kAdDpd17RQa54ilZWVhaenZ9c0eltgb2/PhAkTyMnJseo0FrW1tVy5cmVUTTuDgQWKstDnKeopEegv414C8A30ASXDz2xgVue/vznglo4SeXl5tLe388QTTzBnzhymTZvG5MmTrfLLRwiAkJAQCRQJm3P16lXy8vKYPn36HS8IQ0JC8PHxsVhS6Ly8PFxdXbtG7w2GUoro6GgKCwstcjfZ2CMRDCNPDMEzSyguLiYsLAx7e3uT1D9mzBh8fHwsGiiqq6ujsrLSrOcdhnwalp7ace3aNWpqasyen6i7yMhIampqqKmpsVgbDFpaWrh48eKwp44ai4uLC6GhoRYPpPaUn59vtSMNYmJisLe3t7rgGvxj2pktLDVuWJWwpKTE0k3pVWNjI/n5+YNa9MJaJCUl0d7ebnXv6+4M7x9rGzVoagMJFH0GzFJKdX1LKKUi0Ad8Putn34W9/JxBnxx7IfDx4Js8cj355JMsWLAAgMWLF6OU4sknn7xl6tmGDRt4/vnnAX3iQ6VU17SwhQsXArB06dJbthu8+uqrpKSk4OzsjJ+fH08//TTXr9+aX7yqqopHHnkET09PvL29efzxx63iZEVYr+DgYOrq6qxi2WohBio9PR17e/t+l+M1LM1eWFjIzZs3zdQ6PcM0q+jo6CHnG4iOjqapqckiK2kVFRXh6urK2LFjjVZnZGQkjY2NFllOt76+nqqqKpMmCVVKERUVRUlJicWmihiCNeYMDnh6ejJmzBiLB4oMS9NbMjASERFxS1ssyfA6tKablbGxsVy5csVqzjlu3rzJpUuXLBpcvBNHR0ciIiKsMlCUl5dHUFAQXl5elm5Kv6x5VULQBzI6OjqsNin4nYSGhuLu7m5VU257ys3Nxdvb2ypX5jOlgZx5/gUoBj5VSq1RSt0DfApcRD+1DAClVLhSqk0p9UvDNk3T9vX8AWqAG53/t441YK3EL37xC1588UUA/vSnP3HkyJFbppwBPPPMMzz99NMAfPXVVxw5coQjR44wZcoU/vSnPwHw4osv3rId4Mc//jHf/va3WbJkCZ999hm/+c1v2L59OytWrLhlGOV9993H559/zn/+53/ywQcfoNPp+O53v2uOP1/YKMMUDBlVJPrT0dHBnj17eP311/ntb3/L8ePHLdKO9vZ2MjMziYuLw93dvd/yEyZMQNM0s5/EXLp0icbGxmElToyKikIpZfbpZ5qmUVhY2HV8YzFcwFsioGA4pqlXk4mIiKC5udliy4AXFxfj7Oxs1ADfQERERFBSUmLRqR0lJSV4eHjg4zOQtVpMIyAgABcXF6sYuVBQUIBOp7NIvqa+GKZ+WEvgw5CE15oT3MbGxnLt2jWuXbtm6aZ0aW5u5uLFi1YbYOvJwcGBmJgYLly4YJX5nvLy8nB3dx/S6GNLMyxWkZeXZ/FVZnvT3t5OcXExMTExNjdaa7j6nYCtadpNpdQi9EvcvwUoYDfwA03T6rsVVYA9Jk6QPRDPb8kiu9yydxoSgz157u7BRXXHjx/fNU83MTGRWbNm3VZm3LhxXRfmM2fOvGXKhGHoZkJCwi37FhcX85vf/IbnnnuOX/6yK45HbGwsc+bMYcuWLaxdu5Yvv/ySr776ivfee4+HHnoIgGXLlrFixQqL3I0WtmHs2LHY29tTVlZm9fPMhWUdPXqUgwcPMm7cODw8PNi5cyeRkZGYOxddbm4uDQ0NTJo0aUDlAwIC8PPzIysri2nTppm2cd3k5uailBrW3XwXFxfGjRtHfn4+ixYtMmLr7qyqqor6+nqjj8zw8PDAz8+PoqIi0tLSjFp3f4qKinByciIwMNCkx+k+oiQkJMSkx+pNcXEx4eHhZl81JzIykoyMDMrLyy2SY0PTNEpKSggPD7foxYBSivDwcKsYUVRYWEh4eLhF8jX1xc/PDx8fH3Jzc836edyXvLw83NzcCAoKsnRT+hQbG8u2bdvIzc29bYVPSykqKkLTNKsardafhIQEsrOzKSsrs6rgaXt7O/n5+SQkJNhsICMhIYGMjAwKCwutbnpXWVkZra2tVjMF15wGdBagaVqppmnrNE3z1DTNQ9O0tZqmFfcoU6xpmtI0bUM/dS3QNG3O0JssBuvLL7+ko6ODRx99lLa2tq6fmTNn4uHhwYEDBwA4cuQI9vb2rFu37pb9DUEjIXqj0+kIDAykvLzc0k0RVqyyspI9e/YQHx/P17/+dR599FEcHR3ZvHmz2e/OnT59Gg8PjwGfoBqmnxUXF5t1qfm8vDxCQ0NxcXEZVj3R0dFcvnzZrFPnDHfZTXFiFRkZaZGRJ8XFxURERJg8gOLu7o6fn59FRpTcuHGD6urqrmCVOVk6T1F1dTV1dXVmWemtPxERERbPU1RXV0dVVZXVXRwZlqcuKiqira3Nom3RNI2CggLGjx9v1Rfo3t7eBAQEWFUOmIKCAhwdHU22MIApGPI9WdsUqYsXL9Lc3GzTiZYjIiJwdna2uucW9AFzpZRFvhctzXpuERjRYEfyjHSVlZUAfQ7vNAxFvXz5Mj4+PretcmLu4efC9gQHB3PmzBk6OjrMfhdaWL+Ojg42b96Mk5MTq1evRimFu7s7q1at4uOPP+bEiRPMnDnTLG2pq6sjLy+PtLS0Qb1WExMT2b9/Pzk5OWa5i11dXU1FRQVLly4ddl3R0dHs3buX/Px8UlJSjNC6/hUWFjJmzBiT5J6IjIzkxIkTlJWVme2ivqamhurqarO9TiMiIjh79qzZP1PNNb2uN4Z8VsXFxcybN8/sxzeM4LGWQBHo2zTQkY/GZghUWuPFUVRUFMePH+fSpUsW7a/KykoaGxst8n4ZrJiYGI4cOUJTUxPOzs6Wbg4FBQVERESYbGEAU3ByciI8PNzqVpfOy8vDzs7O6oK6g2Fvb09cXBw5OTlWdy1RVFREcHCwVbxvzM16ekGYzJgxYwDYuXMnJ06cuO1nw4YNAAQFBVFdXX3b/FBLL1crrN+4ceNoaWmhqqrK0k0RVujEiRNcvnyZVatW3bLEclJSEqGhoRw/ftxsq1idPXsWTdOYPHnyoPbz9/fvmu5gDoYl4OPj44ddV1BQEG5ubl2jfEytvb2dkpISk520RkREoJQy68gTcwdQIiIiaGlpMXueopKSElxcXAgICDDrcQ3Cw8O5ePGiRfIUlZSU4ObmZhXJSq0hT1FJSQmOjo4mn2o5FIZpP5bO42QILlpjMK2n2NhYOjo6LJ4wHuD69etUV1fb1LQzg6ioKCorK806urg/eXl5hIeH4+TkZOmmDEtMTAxNTU1WlfO0ubmZsrIymwgGm4IEimyQ4YOgsbFxQNuXLl2KnZ0dpaWlTJs27bYfw4s/NTWV9vZ2Nm7ceMv+77//vqn+FDFCGPJJXLx40cItEdbm5s2b7N2795YcbN1NnTqV69evmyUfh6ZpnD59mtDQ0K4A+kAZki0WFhbS0tJiohb+Q05ODv7+/vj6+g67LkOeo/z8fLNM8yspKaG1tdVkSUpdXFwICgoy6wVPcXExrq6uZsunZRglYe48NUVFRV2BOEsIDw+nra3NIom8rSE/kYFhmoMl8xSVlpYSGhpqVXf2DQzBTEsHikpKSvDy8sLb29ui7RiIkJAQHBwcLP6cwT+mJttqoAiwmlFFNTU1VFVVWXUy9YEyXI+a66bWQJSUlKBpmk2P1hoO6/v0F/0yJK3+3e9+x7Fjx0hPTwf0dwt0Oh2vv/46hw4dIj09nbq6OsaPH8+///u/853vfIcf/ehHbN26ld27d/PGG2/w6KOPsnfvXkAfUJozZw7PPvssL730Ejt27ODrX/86586ds9jfKmyDt7c37u7uEigSt9m1axetra0sX7681wuwxMREnJ2dOXnypMnbcunSJa5evTrkqRxxcXG0t7eb/CSmoaGBkpISo4wmMoiOjqaxsdEsF+C5ubnY29ub9A5cZGQkZWVlZgnaaZpGUVERkZGRZgsiuLu74+/vb9ZAQXV1NTdu3LDo6AhLjRSpqanhxo0bVpWgNjw83GJ5ihoaGqisrLSKaXh9seToM7g1+bktsLe3Z9y4cVYRKCoqKsLLy8soN0LMLTAwEFdXV6sJFNnCqnsD5erqSnBwsNU8t6APCOp0OosssGANJFBkg1avXs23vvUtXn75ZVJTU5k+fTqgn2L20ksvcebMGebPn8/06dPJyMgA4D//8z959dVXOXDgAF/72tdYs2YN//3f/42Pj88tHy6bNm1i5cqV/OQnP+HBBx+kra2Nl156ySJ/p7AdSinCwsIoLS21dFOEFbl48SKnT59m5syZfU7ncHBwYOLEiWRnZ5s82fKpU6fQ6XQkJQ0tj11YWBjOzs5d08JMJS8vD03TjBooMty5NUcy0/z8fCIjI2/Ld2dMUVFRdHR0mOWi59q1a9TV1Zl96Hl4eDilpaVmuxC2hmk07u7u+Pr6mv27xBrz8XTPU2RuhuffmgJnPYWHh9Pa2sqVK1cscvyrV6/S0NBgM4Ei0D9nV65coampyWJtMATYLDlycTiUUkRFRVFYWGi2KfN3UlxcjLu7+6BHSVurqKgoysrKaG5utnRTAH1QMywszKpWfjQnCRRZmSVLlqBpGgsWLOjaVlxczBtvvNH1f3t7e/70pz9RWVlJR0fHLR9Uzz77LIWFhbS1td1Wz2OPPcbRo0e5efMm9fX1nD9/npdeeumWFQf8/f157733qKuro6amhjfffJM1a9bcVpcQPYWGhlJTU0Ntba2lmyKsQHt7O1u2bMHLy6vfz46pU6fS0dHBmTNnTNae1tZWsrKySExMHPI8fjs7O2JjY8nNzTXpFK4LFy7g4eFh1OWWXV1dCQkJMfloqOvXr3Pt2jWT390MDQ3F3t7eLHceLZXg2dx5isw9va4vhpsO5rwIs3Rupt5YMk9RaWkp9vb2hISEmP3YA2XpPEXWEFgdLMNzZsnR34YAmzUHIfsTFRVFfX1912JBlqJpWtdqnLYYdOtNVFRU199laY2NjVY/stLUJFAkhDAKw5e+jCoSAIcOHaKqqoqVK1fi6Oh4x7IBAQGEhoaSkZFhsovD8+fP09zcPOwVhOLi4mhsbDTZ67y5uZn8/Hzi4+ONfuIXHR1NWVkZDQ0NRq23O0Oyb1MHihwcHAgNDTVLnqLi4mI8PT3x8fEx+bG6M+eIEsP0Omu44AgPD6epqcmsiyOUlJQQFhZm8b+9O0vmKSopKSEkJMSq76J7eHjg6+trsUBRSUkJHh4eZv9cGI5x48ZhZ2dn0elnhu9OW774NozQtXQunevXr1NfX29Twcr+hIaG4uDgYPHnFv4RULXloOZwSaBICGEUgYGBODg4SJ4iwfXr1zlw4ABJSUnExsYOaB9TJ7XOyMjAx8dn2CdU0dHR6HQ6srOzjdOwHs6fP09bWxvJyclGr9vQF6acfpaXl4efn59ZLp4iIyOpqKgw6ZRFS+QnMnBzczNbnqLr169TV1dnFRcchgtIc13M1tXVcf36dau8cLVEniLDKDZrfD56MkzPNPcUIFsdyeHg4EBISIhFb+iVlpbi5uZmk/mJDDw9PRkzZozFR70YbpRYw+e2seh0OsLDw60iT1FpaSl2dnZWPbLS1CRQJIQwCjs7O8aNGycjigQ7d+7E3t6eZcuWDXgfQ1JrQ141Y7py5UrXqo/DPal3dHQkJiaG8+fPm2T6WWZmJj4+PrdMCTaWoKAgPDw8TJZjqbm5mZKSErMl1TSsQmLKk/WKigoaGxsttjRuRESEWfIUGZ5Da1gC2NvbGw8PD7N9lxj+dmsMjFgiT9HFixfRNM0qn4+eDKPPzD0F6Nq1a9y8edMmnqOewsLCuHTpEq2trRY5vjWtLjgchiClOVYS7YthVJstB916ExUVxbVr1yyeyqK0tJTg4GCT5lu0dhIoEkIYTVhYGBUVFVaThE7oaZpGU1MTNTU1Jk9iWVhYSE5ODnPmzMHDw2PA+zk4OJCSksL58+eNPkLk+PHj6HQ6Jk+ebJT6EhMTqa+vN/roubq6OoqKikhOTjbJSbRSitjYWAoKCmhrazN6/Xl5ebS3txMXF2f0unsTHByMk5OTSe88GqbSWWpp3IiICFpbWykvLzfpcawpIapSivDwcIqLi80yUqSkpAQnJycCAwNNfqzBskSeopKSEpRSJglWG5u5R58ZGI5ni4Gi8PBwOjo6KCsrM/uxb9y4YXWrCw5VeHg4zc3NFstTZKuj2gbCUu/r7tra2igvLx8Rr9XhkECREMJowsLC0DRNRhVZkcrKSt544w3++7//mz/84Q/8/ve/58SJEya5AOvo6GDHjh14e3uTmpo66P0NSa1Pnz5ttDY1NjaSmZlJcnIyLi4uRqkzNjYWnU5HVlaWUeozOHfuHJqmmWTamUFsbCwtLS0mGaGQnZ2Nu7u72ZaRtbOz6xqibqqAQm5uLsHBwYMKehqT4YTZlCNKrPGCIzIykvr6eq5evWryYxnyE9nZWd8psSXyFJWWlhIUFDTkpP/m5OXlhaenp0UCRW5ublYRWB2s0NBQlFIWuQg3HHMkXHxbOphx7do16uvrbTJY2Z/AwEAcHR0tei1x6dIl2tvbR8RrdTis71tRCGGzQkND0el0VpGETugTSv/5z3/m6tWrLFy4kHvuuYewsDC++OIL3nvvPaNPZzl37hyVlZUsWbJkSElQ/f39CQ8P58SJE0Ybzn3q1Cna2tqYMWOGUeoD000/y8zMJCgoCD8/P6PV2ZNh2XrDSBljaWlpIS8vj4SEBLNecEdHR1NTU8O1a9eMXnd9fT2XLl0acJ4tU3BzcyMgIMCkgQLDBYc15bkwTIEzdbLymzdvcvXqVau+GDBnnqK2tjbKysqs+vnozhBIKykpMVueImsMrA6Gs7MzY8eOtchFeGlpKU5OTowdO9bsxzY2Ly8vvLy8LBbMMASorOlz21isIZWF4djmuvFlrSRQJIQwGgcHB6tJQjeaaZrG7t272bVrF/Hx8Xz7299m3rx5TJ48mUcffZRly5aRl5fHtm3bjHbMjo4ODhw4wNixY0lMTBxyPTNmzODGjRtGyaPT0dFBeno6YWFhRp9WYph+ZqwTmfLyci5fvkxKSopR6uuLg4MDUVFR5ObmGvXCKi8vj7a2tmH1/VAYgjimyLtkSPptrql0fYmMjKSkpMRkOUUMgX1ryE9k4O3tjZeXl8lH0tjCEufmzFNUXl5Oe3u7TY1SCAsL4+bNm1y/ft0sx6uurqaurs6mnqOewsPDuXjxoslzn/VUWlpKaGioVY7eG4rw8HCzBim7GwlJwe8kLCyMyspKGhsbLXL8ixcv4ufnh6urq0WOby1GxjtVCGE1oqKiqKqqsngSutFK0zS+/PJLvvrqK6ZOncr9999/yxedUopZs2Yxe/ZsMjIyOHHihFGOm52dzbVr15g7d+6w7rLGx8fj5eXF8ePHh92m/Px8qqurjTqayCAuLg5HR0ejTZPLyMjoytNkavHx8dy4ccOoeW+ys7Nxc3Mz+0gELy8vxo4da5KV3HJzc/H09LT43e+YmBja29tNFijIy8vD19fXqi44lFJERkZSVFRk0ouw/Px8nJ2dCQ4ONtkxhsuceYpscWqQuacAjYSRHOHh4bS1tXH58mWzHbOhoYGqqiqbem31x9xByu5KS0sJCwuzyVFtA2F4X1tiVJEhhcZIeq0OlQSKhBBGNX78eAAZVWQhBw8e5MiRI0yfPp1Vq1b1eRKxaNEiYmJi2L59+7ADBpqmcfDgQfz8/IY9osTOzo7p06dTXFxMRUXFsOo6ceIEHh4exMfHD6ue3jg4ODBhwgSys7OHnby9qamJzMxMJkyYgLOzs5Fa2Lf4+Hjs7e3JzMw0Sn2WmnZmEBsbS2lpqVHvPLa1tVFQUEBsbKzFT8TDw8NxcHAwSTDMkK/KXCvVDUZkZCRNTU1cuXLFJPVrmkZhYSFRUVFWPcLBnHmKSktL8ff3t6m76GPGjMHNzc2sgSJXV1eTThE2NcMFsDnz6xgu+G15JFZPlspTVFtbS01NzYieFhUSEoKdnZ1FAkWVlZU0NzdLoAgJFAkhjCwgIAA3NzfJU2QBx44dY+/evUycOJEVK1bc8QLXzs6Oe++9F3d3dzZu3EhLS8uQj2vITTTc0UQGU6ZMwcHBgcOHDw+5jmvXrpGfn8/UqVOxt7cfdpt6M3nyZFpbW4ed1Prs2bO0trYybdo0I7XszpydnYmJiSErK8soOZays7NpbW1lwoQJRmjd4MXGxqJpGvn5+Uars7CwkNbWVovmJzLQ6XRERkaSn59v9NE1RUVFtLe3W8Xf2ZOp8xRdvXqV2tpai61oNxjmyFPU0dFhk3fRDavkmetivbi42OaXd3dzc8PPz8/sq+nZ29tb9ei9wTJ3kNLAsOKqrb1XB8PBwYHg4GCL5dKCkf38DpQEiqzMhg0bhvzls2DBAhYsWND1/9OnT7Nhw4Zeh0QqpdiwYcOgj/Hkk0/a9HBbU3vhhRfYtGmTpZthUUopxo8fb9KViMTtDh8+zPbt24mLi+Oee+4Z0OeIi4sL9957L9evXx9yvqLW1lZ27dpFYGCg0VbrcnFxYdq0aWRmZg551aNjx45hZ2fH1KlTjdKm3oSEhODv78+pU6eGXIemaWRkZBAcHGzWE+ikpCSj5VjKyMjAz8/PYidVISEhuLq6GjVB99mzZ3FxcbGaIEJ0dDTV1dVGn+KQm5uLo6OjVd7l9/DwwM/Pz2SBIsPNDMMoWGtmjjxFly9fpqWlxSpfC/0JCwvjxo0bJk/4XVNTw40bN2zyOeopPDyc0tJSoy7IcCelpaWMGzduSAtdWCulFGFhYWYPZpSWluLg4GD03IvWJiwsjPLycpPl5+tLaWkpHh4eeHt7m/W41kgCRVbmmWee4ciRI0Pa9+WXX+bll1/u+v/p06d5/vnnez2xPHLkCM8888yQ2yl6J4EivfHjx9PQ0GCyKQPiHzRNY//+/Xz55ZckJibywAMPDGoETUREBHPnzuX06dNDCngcOXKE2tpali1bZtQ7rLNnz0an07Fv375B71tbW8vJkyeZOHEi7u7uRmtTT0opJk2aRFlZGZWVlUOqo6CggMrKSqZPn27k1t1ZXFwcDg4Ow55+VlFRQVlZGVOmTLHYHXalFLGxsV0JtYerubmZnJwckpKSTDYabbCio6MBjDr9zDAKa/z48Vbzd/YUFRVFcXGxSS4UCgoKGDNmjE1cDJgjT5EhcGYtwdHBMNcqebaQ/HygwsLCaG5uHvJ312C0tLRw+fLlETlCwzDa78aNG2Y7piHoZq2f28YSHh5OR0cHly5dMutxR3r+p8GQQJGVGTduHLNmzRrSvomJiQPODzJr1izGjRs3pONYA03ThjVVxpYMN/+JJRhONGX6mWlpmsauXbvYt28fKSkprFu3bkgnDgsWLCAyMpKtW7cOKrnljRs3+Oqrr4iPjzf6ibObmxuzZs0iKytr0AHHgwcPomka8+fPN2qbepOSkoJOpxtygP/w4cN4eHgYbTTWQDk4OBAfH8/58+eHtfJNRkYG9vb2ZknCfSdJSUk0NzcbJZBy/vx52tramDhxohFaZhw+Pj74+fkZdXpdRUUFtbW1VpmfyCA2Npa2tjajj6Qx1GkLo4ngH3mKTJncu6CggKCgINzc3ExSvyn5+/vj5uZm8kBRSUkJLi4uBAQEmPQ45mAYFWWO3FcXL15E07QRMRKrJ3Pne2pubqaiomJE5ycyMPyN5pzad+PGDWpra0fF8zsQEiiyMr1NPVNK8fOf/5wXX3yRyMhIPDw8mD9//m15MbpPPXvjjTd46qmnAP2KKUoplFJdXwg9p57l5+fz2GOPERkZ2TXc/pvf/CbV1dVD+juUUvzsZz/j17/+NePGjcPFxYV58+bdtkLQzp07WblyJUFBQbi6ujJhwgR+97vf3XbhEhERwfr163n99deJj4/H0dGRrVu3AvDcc88xZcoUPD098fPzY9GiRRw9evSW/fft24dSis2bN/Pss8/i6+uLt7c3P/jBD2hvb+fEiRPMmTMHNzc3kpKS2LFjx21/0/79+1m8eDEeHh64ubmxbNkyzp07d0sbS0pKeOedd7qe7yeffLLr8TNnznDPPffg4+ODi4sLs2fP5uDBg7cc48knn2TcuHEcOXKEtLQ0XFxc+NGPfjSULrAod3d3xo4dK4EiE2pvb2fr1q0cPnyYqVOnsmbNmiEnZLWzs2PdunW4ubnxwQcfDGjFura2Nj766COUUixdunRIx+1PWloazs7O7Ny5c8AXRzU1NZw8eZLJkyebZaSAm5sbU6ZM4ezZs4Oe9nD58mWKioqYOXOmRe4MTpw4kcbGRrKzs4e0f2trK2fPniUxMdHiyW+joqJwc3MzSoLus2fP4uPjY3U3U2JjYykqKjJa0u7s7GyUUlYdKDIk8jbmtELQX3i0tbXZTKAI9K/xGzduDHk67p00NTVx8eJFm3o+ujPXKnklJSUjZqSBl5cXPj4+ZkuSrpSyus9UYxg7dixOTk5mm35WVlaGpmkjcnRWT4agrDmn9kl+oltJoMhGvP3222zdupU//OEP/O1vf6O0tJQ1a9b0Ocx+1apV/PznPwfgo48+4siRIxw5coSgoKBey5eXlxMaGsoLL7zAjh07+OUvf8nu3btZuXLlkNv85ptv8sUXX/DSSy/xxhtvUFFRweLFi2+ZCldYWMjixYt5/fXX2bp1K0888QQbNmzgZz/72W317d27l9///vc899xzbN++vetu76VLl/jhD3/Ip59+yhtvvEFAQADz5s3r9YLhBz/4QdfF8He/+13+8Ic/8IMf/IDHH3+cr3/962zatAlfX1/uu+++W07Gtm7dyuLFi3F3d+ftt9/m3Xffpa6ujrlz53Yllfvkk08IDAxk2bJlXc/3L37xCwBOnjxJWloa169f5y9/+QsbN25kzJgxLFmyhIyMjFvaeOPGDR566CEefvhhtm3bxiOPPDLkPrCkqKgoSktLR83IL3O6ceMGf/vb38jIyCAtLe2Oq5sNlJubGw8++CCNjY28+eab1NXV3bH8tm3buHTpEmvXrjXZstrOzs4sWbKEoqIiTp482W95wwgrpRRz5841SZt6k5aWBsChQ4cGtd/hw4dxdHQ0aR6lOxk/fjy+vr4cP358SPufPHmS5uZmsyXhvhM7OzuSkpLIzc2lqalpyPXU1tZSVFTExIkTre5iMCkpiY6ODi5cuDDsujRNIzMzk8jISJNOzxwunU5HVFQUeXl5Rg0AXLhwAQcHh64pS7bAENAzxep3hgCLYYqjLYqMjKS+vt4kgTTQfzZUV1ePiGlnBpGRkRQXF5s8T1FJSQmBgYE4OTmZ9DiWYGdnR1hYmFmTqY/UoFtvwsLCKCsrM1surZKSEhwdHRk7dqxZjmftRk5GsW62b99u8dwogYGBLF++3Gj1OTg48Pnnn+Pg4NC17YEHHuD48eNdFynd+fv7d90ZmjRpUr9f/vPmzWPevHld/09LSyM6Opq5c+dy6tQpJk+ePOg2NzY2snPnzq5hzDNnziQmJob//d//5Ve/+hUA3/jGN7rKa5rG3LlzaWlp4be//S3/+Z//ecsIierqajIyMm5L3vbaa691/bu9vZ3ly5eTlJTEa6+9xh/+8Idbyi5atIjf//73ACxdupStW7fy0ksvcfDgQebMmQNAUFAQKSkpXYErgO9///vMnz+fTz/9tKuuhQsXEhUVxe9+9zteeOEFJk+ejJOTE35+frdNH/y3f/s3wsLC2LNnD46OjgAsW7aMCRMm8Ktf/YrNmzd3la2vr+ftt99mzZo1g3i2rc/48eM5cuQIJSUlVn3H2pbU1NRw7Ngx0tPTsbOz44EHHhj2cvTdBQcH8+ijj/L222/z97//nXXr1t0WXG5ra2PHjh2cPHmSOXPmkJCQYLTj92bKlClkZ2ezc+dOxo8ff8dRQmfOnCErK4sFCxbg5eVl0nZ15+XlxaRJkzh16hTz5s3Dw8Oj332uXLlCVlYWqampODs7m6GVt1NKMWPGDLZv386lS5cICQkZ8L7t7e0cPnyYsLAwq7nzlpyczPHjxzl//vyQvrOAroCkNU07MwgKCsLb25vs7Owh/30GZWVl1NTUmGV65nDFxsaSk5NDVVWVUab8aJrGhQsXiI6OvuWcytp5eXkREBBAfn5+r+d9w5Gfn4+jo6NNX3x2z1Pk7+9v9PoNI29G0vSpiIgITp48yZUrV0y2mEJLSwsXL14ccloNWxAWFkZeXh43b940+dTN4uJiQkJCRmTQrTfh4eGkp6eb9DXa3cWLFwkNDR3yCP2RZkQGikaipUuX3nJCY8hnUVpaapQTBkNw5s0336SkpOSWO7I5OTlDOilduXLlLR+YERERzJo165ZcHpcvX2bDhg1s376d8vLyW0ZIVVZW3hIUmjVrVq8Z/nft2sWvf/1rzp49e8topd7uFK5YseKW/8fHx5Obm9sVJDJsg38sP5mXl0dBQQE//elPb2mfq6srqampHDhw4I7PQ2NjI/v37+enP/0pdnZ2t9SxZMkS3nnnnVvKOzg4sHr16jvWaQvCwsLQ6XQUFBSM+EBRTU0N2dnZFBcXY2dnh6OjIw4ODuh0Ourq6qitrUUphaOjIwkJCaSkpNx2gXLt2jXS09OpqamhsbERe3t7nJycUErR2tpKZWUlN27cQCnFxIkTmT9/Pj4+Pkb/W8LCwnj00Uf5+OOP+ctf/sKMGTOIjY3Fy8uLixcvcuzYMa5cuUJaWhoLFy40+vF7Ukpx991388orr/DRRx+xfv16XFxcbit37do1vvjiC8LDw806mshgzpw5nD59mh07dnD//fffsaymaWzbtg1nZ+dbPnssYdKkSezZs4fjx49z7733Dni/M2fOUFtby913323C1g1OSEgIPj4+ZGZmDuk7q62tjfT0dGJiYkw2Sm44lFIkJSVx5MgRGhoahjXdLzMzE51OZ/JArzEYvj9yc3ONEigqKyujvr6+67velkRHR3P06FGam5uNdqGoaRoFBQVERUXZdHJcb29vvLy8KCoqYsaMGUavv6SkBCcnpxE10sAwOqqoqMhkF+GGEUu2Oq1xIAzBw9LSUpN+pjY3N3Pp0iVmz55tsmNYm+45oEwdKGpsbKSyspKkpCSTHseWjMhAkTFH8liLniethhOE4Qyx7+4nP/kJf/zjH/nlL39JWloaHh4elJWVcd999w35GL19mY4dO7Yrt1JHRwf33HMP5eXlbNiwgfj4eFxcXNi8eTO//vWvbztub9PmTp48ycqVK1m2bBl//etfCQoKwt7enmeeeabXdve8sHZ0dLxthIJhxI9hf8OKEE8//TRPP/30bXX2dzf9+vXrtLe386tf/aprJFVPHR0dXdFrf39/mz5ZM3BwcCA8PJzCwkJLN8Vk2tra2L17d1dOLD8/P+zt7WlpaaGlpYW2tjY8PDzw9PQEoK6ujq1bt7J3714mTJhAXFwc169fJycnh/z8fOzt7RkzZgwuLi60tLR05QrS6XQEBwcza9Ys4uLiTBIg6i48PJxvfetbfPnllxw7doxjx451Pebh4cHDDz9MbGysSdvQnbe3N/fddx8fffQRb775JuvXr78lCH3p0iU+/PBDdDod9913n0XuBPn4+DB//nz27t3b78ICWVlZlJaWsmrVql6DXubk5OTEpEmTSE9PZ9GiRQMaidXR0cGhQ4cICgqyqpN/pRQpKSns27ePq1ev4ufnN6j9s7KyuHnzJjNnzjRRC4cvKSmJQ4cOceHCBaZMmTKkOtrb28nKyiI2NtYm7kp7eHgQGBh4202dobpw4QJ2dnZm/QwzlpiYGA4fPkxhYaHRLkivXr3KjRs3LB60Hi5DnqILFy7cck5lLCUlJYSHh4+okQYeHh74+flRXFxssuBDYWEhOp3OakaemkJwcDA6nY6SkhKTBopKS0vRNM2mpswOl6enJ97e3pSWlpKammrSYxkGCIzk1+pgjchAkRi8999/n8cff7wrrxHop0ANR0VFRa/bDNMbCgoKSE9P56233mL9+vVdZbZs2dJrfb3li9i4cSM6nY5NmzbdMkKjurraaIlsx4wZA8B//dd/sWTJktseNwSW+uLt7Y2dnR3f/va3efzxx3st0/3Ew9ryYgxHVFQUX375JbW1tV3BkpGirq6O9957j8uXLzNt2jTS0tL6DeBomkZpaSlHjx4lIyOjKzeMt7c38+fPZ9q0aVaTL8TFxYV77rmHpUuXUl5eTk1NDePGjSMgIMAir9G4uDgeeughPvjgA1566SUmTZpEQEAAV65cIT09HU9PTx577DGLvs5mz57NhQsX2Lp1K2FhYb32ZV1dHTt37iQwMHDIF/rGlpqaSkZGBrt27WLdunX9lj958iTXr1/na1/7mtV9Xk2bNo2vvvqKI0eODGq0k6ZpHD16FH9/f6teHjwwMBAfHx+ysrKG/PopKCigoaHB7CvtDUd8fDz79u3jxo0bw5pWqmka58+fJzIy0mJTPocjNDQUJycn8vLyjHZBev78eQCbDJz1FBUVxenTp7l06ZJRVy2qqanh2rVrFssnZ0oRERGcPXuW9vZ2k9ykLCws7BphPlLZ29sTGhpq8sTgxcXFXccaTcLCwsjPz0fTNJOec5SWlmJnZzeoafgj3ch914quO4UDWSGloaHhtqkwf/vb34Z1/C+++OKW+brFxcUcPXqUH//4x13HBG45bmtr621Tsfprt729/S0fHHv27KG0tNRoEfe4uDgiIiLIysrqantfnJycbnu+3dzcmDt3LmfOnGHKlCkj6m5Uf8aPH8+XX35Jfn6+1VwUG0NbWxsffPABV69e5cEHHxzwFAalFOHh4YSHh9Pc3ExxcTG+vr74+flZ3QW3gYuLi9WMGomOjubrX/86hw4d4vjx43R0dGBvb09cXBx33323xUfn2Nvbs2bNGl577TX+/ve/s379+lsuahsaGnjzzTdpbm7moYcesprPAm9vb9LS0jh48CAzZsy440loQ0MDe/bsITw83Cqn7ri5uZGSksLp06dZuHDhgAOvJSUlXLlyhdWrV1vtexH0nyHJyckcOHCA6urqIY0uPH78OO7u7jY1JTg5OZl9+/Zx7ty5YY18qKyspLq62manbtjb2zN+/HijXjRlZ2cTGho6Im7mREdHo5QiNzfXqBfTOTk5wMgIpvUUGRlJeno6ly9fNnqOqtraWqqqqkhJSTFqvdYoKiqK3bt3U1dXN6A8hUNRVFTEuHHjbCq3mjGEh4dz9uxZrl69apL8YwalpaUEBwePuuf3TqzjLFWYhGHqw5/+9CeOHDlCenp6nytQLV++nL///e+8/PLL7Ny5k2984xscPnx4WMd3cXHhrrvuYvPmzXzwwQcsX74cT09PfvjDHwKQkJBAeHg4P/vZz/j444/59NNPB73M9vLly6mvr+fJJ59k9+7dvPLKK6xfv96o0WClFH/60594//33efDBB9m4cSP79+/nww8/5Ac/+EFXcmzQP+cHDx7k888/Jz09vevuwu9//3syMjJYtmwZ77//Pvv372fjxo387Gc/6zf4ZMsCAgLw8PAgPz/f0k0xGk3T2Lp1K5cuXeLee+8d8sWyk5MTcXFx+Pv7W/WFqbUJCgri/vvv51/+5V/47ne/y09/+lO+9rWvWTxIZDB27FjWr19PXV0dr7/+elcun8zMTN544w1qamp4+OGHzZKUcTDmzJmDu7s727dvv+PqIrt376apqYmVK1da7et21qxZtLe3c+LEiQGV1zSNPXv24O7ubpVJrHuaOnUqSqkB/33dVVVVUVBQwPTp021qirOvry/jxo3rdTXTwTh9+jR2dnZWGeQcqPj4eOrq6rqmSQzHtWvXqKioMOqiCJbk4uJCeHh4V2DHWHJycvDz8+saYT6SGPIUmeI8zZB6wFpuNpmS4W80VbqFpqYmrly5MqJW3Ruo7onqTaWtra1rBXDxDxIoGsFSUlLYsGEDW7ZsYc6cOUyfPp3y8vJey/7xj3/knnvu4Wc/+xkPPvhg17Sa4Xj88cdZtWoV3/nOd3jiiSfw9/dn9+7dXfmWHB0d2bx5M4GBgTz++ON8+9vfZt68eYMKnCxbtowXX3yRQ4cOsXr1al5//XXefPNNoy/xunLlSg4cOMDNmzd55plnWLZsGT/60Y+4cuXKLXNm/+u//ou4uDi+9rWvMX36dDZs2ADoV246ceIEY8aM4Xvf+x533XUX3//+98nMzLxltbmRRilFTEwMhYWFtLe3W7o5RnH27FlOnz7N3LlzbSIR7Ejl5uaGr6+v1YzK6S48PJwnn3wSpRSbN2/mf//3f9m0aROtra08+OCDVnmi5+jo2DXN8Isvvuh1KfILFy5w8uRJZs6caZSkwqbi5+dHXFwcJ06c6Bq5eie5ublcvHiRBQsW2MSdRE9PT+Lj4zl9+jStra2D2vfYsWPodDqbnEKTnJxMRUVFV97AwWpra+PMmTPEx8ebfGUiU4qNjUWn03Hu3Llh15WdnQ0wor7L4uLiqKqqumVxk+FobGykuLiYuLg4o9RnbVxdXRk3bhx5eXlGr7uwsBBXV9cRlQC8L4GBgbi6uposUFRSUjLq8hMZ+Pj44O3tbdKcp+Xl5bS3t0t+oh5k6pmV2bBhQ1dwwaC3E/aIiIjbtu/bt++2cs899xzPPffcbdt77uvn58f777/fb7k33nijj5bfTinFT3/6U37605/2WWbSpEl89dVXt21/5plnbvn/neb9fve73+W73/3uLdt65hJasGBBr89jX39Pb2VTU1P5/PPP+2wH6O/0HTx4sNfHEhISen2OB9IeWxYdHc3Jkye5ePGiVV4gD8bNmzfZsWMHoaGhZlnxS9iuwMBAvv/973P58mWKi4sJDAwkMjLSakfhgH5J+MrKSg4dOoSLiwuLFi3qau/58+f5+OOPCQkJYcGCBZZt6AAsXLiQV199lS+//JI1a9b0Wa6jo4Pdu3czZsyYYS85b04zZszg/PnznDt3bsDtbmho4MyZMyQnJ9tkoCQpKYnt27dz9uzZXvMF9ic7O5vGxkabDJJ15+TkRGxsLNnZ2SxfvnxYwfLs7GzGjRs3rLxP1iY2NpYdO3aQm5trlCXZ8/Ly0DTNpkeh9Sc2NpY9e/YYddpUR0cH+fn5XdMBRzqlFOPHj6egoMAkuXTy8/NxcHAYtflzoqKiyMrKMkmietBPOwNkRFEP1ncrVggxokRFRWFnZ2eSu1XD0d7ePui78Tt37qS5udnq85gI66CUIjg4mLS0NKKiomziNbN48WKmTJnCV199xYsvvsiOHTv4+9//zkcffURwcDCPPfaYTayUNXbsWFJTUzl9+vQdh6sfOXKEqqoqFi1aZJWj0/oSHh6Ov78/x44d6/XGRm+OHj1KW1ubUS6eLcHNzY3o6OiuxLuDlZGRga+v74i4I5+UlMTNmzeHlTz3+vXrXLlyZcRMOzPw9fXF39/faNPPcnJycHd3H9EX6IbcS8Y8TystLaWxsXFEB9h6ioqK4ubNm70u5jMcmqaRn59PVFTUiE4KfidRUVE0Nzf3OTNmuEpLS/Hz87PJmyimZDtnRUIIm+Tk5NS1YoE1qKys5NNPP+W3v/0tv/nNbzh06NCALjry8/M5e/Yss2fPtuppN0IMh1KK1atXs27dOry9vTl69CiNjY2kpaWxfv16mwgSGcyfPx8fHx+2bNlCbW3tbY/n5eWxa9cuEhMTbW7qjVKKOXPmUFFRwenTp/stX1NTw+HDh0lOTrbpz69p06ZRV1fXNWVqoCorKyktLe3K72TrYmJicHR0HNb0s4yMDJRSJCUlGbFl1iEuLo6SkpIBLeZyJ21tbeTn5xMbGzsiXjd9CQgIwMvLy6iBogsXLnQlXx8tDH9rQUGBUeu9du0aNTU1o+q57MkQ4DfF9LOOjg4uXrwoo4l6IYEiYRKapvEf//Eflm6GsBIxMTFUVlZy48YNi7bj8uXL/O1vfyM7O5vY2FgiIyPZtWsXr7766h1zmdTV1fHJJ5/g7+/P3LlzzdhiIcxPKcWECRN44okn+PnPf843vvENlixZYlNBItCvqLl27Vpu3rzJX//61667vJqmkZOTw8cff0xQUBBr1661yYvA5ORkwsLC2LVrV78XxF9++SVKKRYvXmym1plGTEwMfn5+HD58eMAjqQAOHDiAg4MDkyZNMl3jzMjBwYG4uDjOnz8/6JGxoA+AnDp1ivj4+BGx2llPiYmJaJpGVlbWsOq5cOECLS0tIzKY1p0hn2RBQQFtbW3Drs/wGRsVFWVz3xvD4eHhQUBAgNFvjBrqs6WVKo3N1dWVoKAgkwSKLl26RFNT06gOxPVFAkVCCJMzfLlZclRRRUUFb731Fo6Ojnzzm9/k3nvv5eGHH+ahhx7i2rVrfPjhh72OLOro6GDjxo20trbywAMP2ESyWyGMxZZWxupNWFgYTz31FJqm8ec//5lXXnmFV155hffffx93d3ceeughm31PK6VYsWIFjY2N7Nmzp89yhYWFZGdnM3v2bJvPRaOUIjU1lStXrgx4BZzLly+TlZXFrFmzcHV1NXELzWfy5Mk0NTUNaSW4c+fO0djYyPTp003QMssLDAwkICCAM2fODKueU6dO4eXlNSKmK/YnNjaW1tZWo6wsVVlZSU1NzaiadmYQGxtrlNFs3eXn5+Pn54e3t7fR6rRFkZGRXLx4sc8VvIcqLy8PpRRRUVFGrXckkECREMLk/Pz88PLysligqLW1lQ8//BCdTscTTzxxy5dtXFwca9asoaSkhE8//fSWYFF7ezuffvopJSUlrFq1Cn9/fwu0XggxHIGBgTzzzDPMnTsXLy8vnJycWLt2Ld/61rdsfjRFYGAgM2bMID09nePHj9/2eFVVFR999BFjxoxh9uzZFmih8U2cOBE3NzcOHTo0oPJ79uzB2dmZtLQ0E7fMvCIiIhg7dixHjx4d1OgqgBMnTuDn52fzC0z0RSlFSkoKZWVlXL16dUh11NTUUFhYyKRJk2xyxOFgRUZG4uTkNOhpnb25cOEC8I/cR6NJfHw8mqYZbRpfS0sLxcXFRl/N2RaNHz+ejo4OowQzu8vLyyM0NBQXFxej1jsSSKBICGFySimio6MpLCwcUhLS4dq9ezfXr1/n3nvvxdfX97bHk5OTWbRoEZmZmbzxxhtUVVVx8eJF3nnnHc6ePcuiRYtISUkxe7uFEMbh6enJwoULeeSRR3j66adJSUmx+dFSBkuXLiU+Pp5t27Zx9OjRrs/YK1eu8Pbbb6PT6Xj00UdtduRUTzqdjrS0NAoLC/udWlRUVER+fj5z5szB2dnZTC00D6UUs2bNoqqqalDTMS5evEh5eTnTp08f0QGQ5ORklFJDHlVk2G+kTFfsj06nIyEhgezs7CFNZzTQNI3s7GxCQ0Nxd3c3YgttQ3BwMO7u7l3BsuEqLi6mvb1dAkXoF3FwcnIy2nML+tQSV65cGdXT+u5EAkVCCLOIiYmhpaWlawlKcykuLubYsWNMnz79jsPH586dy7p166isrOTll1/m9ddfp6SkhLVr10peIiGE1bK3t2fdunXExMSwY8cOfvvb3/LKK6/w5z//mebmZh555BF8fHws3UyjmjVrFsHBwXzxxRfcvHmz1zINDQ1s3rwZX19fZsyYYeYWmseECRNwc3Pj6NGjAyqvaRq7d+/G1dV1xN/88PDwYPz48Zw9e3bQI640TeP06dNERUWNquk+ycnJtLS0kJubO+Q6Ll++TGVlJcnJyUZsme1QShEXF0d+fr5R8j1lZ2fj5OREeHi4EVpn2+zt7YmJiSE3N5eOjg6j1Cn5n+5MAkVCCLOIjIzE3t7eqKtq9KetrY0tW7bg4+PDkiVL+i0/YcIEnn32WZYtW8ZDDz3E97///RF/Mi2EsH06nY6HHnqIRx55hJiYGJydnVm+fDnf+973CAoKsnTzjM7Ozo41a9bQ3NzM559/fttFg6ZpfPrpp9y8eZP7779/xIym6kmn0zFjxgzy8/MpKSnpt7yh3Pz580dFkuGUlBRqa2sHHfjIycmhpqaGyZMnm6hl1ikiIgJ3d/ch5b0yOHXqFDqdbtQGikA//ay1tXXYiZdbW1s5f/48CQkJ6HQ6I7XOtsXHx9PQ0EBZWZlR6svPz+9KQi5uJ4EiIYRZODo6Eh4ebtY8RYcOHeL69eusWrUKR0fHAe3j6+vLrFmziIuLs/n8JUKI0cPOzo6YmBjuu+8+nnrqKWbOnDmikjf3FBAQwKJFi7hw4QJvv/1218qVN2/e5JNPPiE3N5elS5eOyEBZd6mpqXh7e7N169Y7Tu3u6Ohg165d+Pj4MHXqVDO20HISEhLw9vbm4MGDAx5VpGkaBw8exMfHh8TERBO30LrY2dmRnJxMXl7ekJIxt7a2cu7cORISEkbcVM/BiIiIwNHRcdhTpHJycmhpaWHixIlGapnti46Oxs7OzijTz9rb2ykoKCA6OnpET8MdDgkUCSHMJjo6mqqqKmpqakx+rOvXr3Pw4EGSkpJkyUshhBiB0tLSWLNmDaWlpbzwwgu8/PLLvPTSS2RlZTFv3rwRO+WsOwcHB1asWEFVVRVHjhzps9yhQ4eorKxk8eLFIyY/V3/s7e2ZM2cOly5dGvDojqKiIsrLy5k9ezZ2dqPvMik5OZmOjo4hjSq6cOECTU1No24kVk86nY74+Hiys7OHtUJXZmYmHh4eIzbp/FA4OTkRGRlJTk7OoKeU9pSfn09zczMJCQlGat3IM/o+AW3YggULWLBgwaD22bdvHxs2bDDaXE4hhsMwB3g4898Hor29nc8++wx7e3uWLVtm0mMJIYSwnEmTJvH0008zadIkxowZw/jx4/nGN77BwoULR81d4tjYWBISEti/f3+vo3Zzc3PZs2cPSUlJo26UTEpKCp6enhw8eHBA5Q8ePIi7u/uonXYeGBhISEgIR44cGfS1w8mTJ/H29pbABjBlyhSam5v7Tbjfl4aGBvLz87uSsot/iI+P5/r161RWVg6rnszMTFxdXYmKijJSy0YeCRSNcPv27eP555+XQJGwCn5+fvj5+XH+/HmTHmfXrl1dS9p7eHiY9FhCCCEsKygoiJUrV/Lggw9y//334+/vb+kmmd2qVasYM2YM7733HpmZmWiaRkdHB1lZWWzcuJGgoCDWrFkz6i46DavklZSU9Dtd5cKFCxQXF5OWljZqc8IopZgzZw41NTWcO3duwPuVlpZSXFw84lfTG6iwsDD8/f1JT08f0v7nzp2jo6NjVOd66ktCQgJ2dnZDXtEQoLm5mZycHBITE0fNCMuhkECREMKsEhMTKSkp6XOlmuE6e/YsR48eZcaMGTKvWwghxKjg5ubGk08+SUhICJs2beJ//ud/+OMf/8jHH3+Mp6cnDz744IhN6t2fqVOnEhgYyJYtW6irq+u1TH19PVu2bCEoKGhUTFm8k7i4OPz9/Tl06NCAp/fs27cPNzc3pk2bZuLW2QalFNOmTaO8vJzy8vJB7dvR0cHRo0cJCQlh7NixJmqh7XJzcyM2NpazZ8/eMS/bneTk5NDW1iaBuH5IoKgPGzZssOjx33//feLj43FyciIpKYlPPvnklsebmpr44Q9/yIQJE3B3dycwMJC77777lrslGzZs4Pnnnwf0c9iVUrdE+Z977jmmTJmCp6cnfn5+LFq0aMBLrAoxVAkJCWiaZpREdD1lZmayefNmwsLCuOuuu4xevxBCCGGtnJ2deeyxx1i7di0JCQn4+vqybt06vvnNb+Ll5WXp5lmMTqfjvvvuo6Wlhc2bN982yr6jo4PPPvuMlpYW7r333lE/wkApxezZs6msrCQnJ6ff8sXFxRQVFTF79uwBLxwyGkycOBEHB4dBjyq6cOEC1dXVpKWlyeisPkyaNImbN28OeYGczMxMvLy8CA0NNXLLRhYJFPXBEGCxhF27dnUtcbtp0yb+7d/+je9///u3fFg3NzdTV1fHz3/+c7Zu3corr7xCU1MTqampXLlyBYBnnnmGp59+GoCvvvqKI0eO3JLo8NKlS/zwhz/k008/5Y033iAgIIB58+YNa1lMIfozduxYfH19jT797NSpU2zatImwsDAeeeSRUX+iJ4QQYvRxcHAgJSWFe+65h8cee4wJEyaMyqTMPfn7+7Ns2TIKCwv5+9//3rWoRnV1NW+88QZ5eXksXbp0VE5b7M2ECRPw8/Nj27ZtNDU19Vmuo6ODPXv24O7uLqOJenB2dmbixImcPXt2wIu4aJrGoUOH8PX1JT4+3rQNtGHR0dG4ublx+vTpQe9bW1tLQUEBEyZMkEBcP0bnBFwr99xzzxEfH8+nn37a9eUeHx9PamoqcXFxAHh5efHaa6917dPe3s6yZcsYO3Ys7733Hj/84Q8ZN24c48aNA2DmzJm3zbfuuf/y5ctJSkritdde4w9/+IOp/0wxSimlSEhI4MiRIzQ2NuLi4jLsOo8fP862bdsYP378qB5eL4QQQojeTZ06FZ1Ox7Zt2/jTn/6Ek5MTTU1N6HQ67r33XpmG0o29vT1r167lr3/9K9u3b2ft2rW9ltu3bx8XL15kzZo1cu7Vi3nz5nH69Gn279/PmjVr+i1fUlJCeXk5K1eulADvHdjb2zNx4kSOHTvGzZs3cXNzG/C+x44dA5DA5gDIK7CbDRs23DI9y/Bvc05Da29v58SJE9x///23fEDMmjXrtlUEPvzwQ2bOnIm3tzc6nQ43Nzfq6+sHNEwU9COXFi5cyJgxY9DpdDg4OJCbmzvg/YUYqsTExK4km8OhaRr79+9n27ZtxMfH89BDD8mJihBCCCFuo5Ri0qRJfPOb32TKlCnEx8czY8YMvvGNbzBx4kQZXdBDSEgIc+fO5cyZM5w6deq2x3Nzczl48CCTJk1i0qRJ5m+gDfD09GTGjBmcOXOm31W6Ojo62LFjB+7u7vJ8DsCUKVPo6Ojg8OHDA96nubmZjIwMEhMT8fb2Nl3jRggJFHWzYcMGNE3rStxm+Lc5A0VXr16ltbW11+Rl3bdt2bKFBx98kISEBN59912OHTvGiRMn8Pf3v+MQUYOTJ0+ycuVK3N3d+etf/8rRo0c5ceIEKSkpA9pfiOEICgoiODiYw4cPD3lFvps3b/Luu++yb98+Jk6cyP333z9qVykRQgghxMB4e3uzYsUKVq9ezV133SUXjHcwb948IiIi+Oyzz9i2bRs3b96kpaWFvXv38uGHHxIYGMjKlSst3UyrNmfOHBwcHPjyyy/vmBz86NGjXLlyhRUrVshNzwHw8/Nj4sSJHD9+nPr6+gHtc/LkSZqbm0lLSzNx60YGuaqyMn5+fjg4OFBRUXHbYxUVFYSHhwP6ZNfR0dG88cYbXY+3trZy/fr1AR1n48aN6HQ6Nm3adMuHUXV1tXxhCpNTSjF37lw++OADsrKyBjzcu6Ojg3PnznHu3DmKiorQNI2VK1cybdo0uRMohBBCCGFE9vb2rF+/nl27dnH06FGOHz/e9VhycjJ33XWXBDX64erqysKFC9mxYwcHDx5k3rx5t5Wpqalh3759xMbGkpCQYIFW2qb58+eTmZnJwYMHWbFixR3LtrW1cfToUcLDwwkODjZTC22bBIr68Nxzz1nkuPb29kyfPp2PP/6YDRs2dE0/O3bsGMXFxV2BooaGhttGT7z11lu3LRPo5OQEQGNjIx4eHl3bGxoasLe3v+Xies+ePZSWlhIZGWmSv02I7gzLrx48eHBACeVKSkrYvn07V65cwdvbmylTpjB16lQCAgLM1GIhhBBCiNHF3t6eZcuWER8fT0VFBQ0NDURGRnZdk4j+zZw5k8uXL7N3714CAgJuSVR97do13n33XZRSrFy5Um58DoKvry+TJ08mIyODmTNn4uvr22fZ/fv3/oIJ0QAAG7dJREFUU1tbO6BcUUJPAkV9MOd0s56ef/557rrrLtauXcuzzz5LVVUVzz33HIGBgV1lli9fzubNm/nhD3/I6tWrSU9P549//ONto4ESExMB+N3vfseKFSuwt7dn2rRpLF++nBdeeIEnn3ySp556itzcXH71q18REhJizj9VjGKGUUWbNm3izJkzd5yPffLkST7//HM8PT1Zt24dSUlJ8kUqhBBCCGEm4eHhEhwaIqUUq1ev5urVq3zwwQckJyeTlJTE1atXOXToEEop1q9fj5eXl6WbanPmz59PVlYWGzdu5Kmnnuo1DcWlS5c4dOgQkyZNIioqygKttE2So8gKLVmyhHfeeYecnBzuu+8+fvOb3/DCCy90rXgG8E//9E/87Gc/44MPPuDuu+/miy++YMuWLbd9wKxevZpvfetbvPzyy6SmpjJ9+nQAli1bxosvvsihQ4dYvXo1r7/+Om+++SbR0dFm/VvF6JaUlERYWBiff/45xcXFtz3e1tbGnj172LJlC1FRUXzzm9+U5SyFEEIIIYRNcXBw4LHHHmP27NmcP3+e999/n127duHp6cnTTz9NaGiopZtokzw9PVmzZg3l5eV8+eWXtz3e2NjIp59+iru7O8uWLbNAC22XulNSLWswbdo0LT09vc/Hz58/L3M5xag1El7/jY2NvP7669TV1XHXXXcRExNDc3MzxcXFHDp0iJqaGiZNmsTq1auxt7e3dHOFEEIIIYQYsvr6eq5du4a/vz+urq6Wbs6IsH37do4dO8b06dNZtGgRzs7OVFZW8v7771NbW8vDDz/M+PHjLd1Mq6SUytA0bVrP7TL1TAhhUS4uLqxfv563336bLVu23PJYYGAgjz32mAwTFUIIIYQQI4K7uzvu7u6WbsaIsnTpUgCOHz/OuXPncHR0pK6uDhcXF5544gkZsTUEEigSQlicl5cX3/rWt6ioqKCgoABXV1dCQkLw9/eXaWZCCCGEEEKIPtnb27N8+XImTpzIoUOHsLe3x9PTkxkzZuDp6Wnp5tmkAQWKlFKhwP8CSwEF7AJ+oGlaaT/7TQP+GZgHhAFXgYPAzzVNKxpGu4UQI4xSisDAwFuStgshhBBCCCHEQAQHB/PAAw9YuhkjQr/JrJVSrsAeIB54AngMiAH2KqXc+tn9ISAJeBFYAfwYmAKkdwafhBBCCCGEEEIIIYSVGMiIon8CooA4TdPyAZRSZ4E84Fng93fY9781TavqvkEpdQgo6qz3l0NptBBCCCGEEEIIIYQwvn5HFAH3AEcNQSKAzmljh4A1d9qxZ5Coc1sJUAWEDK6pdzyOsaoSwmbI614IIYQQQgghhLENJFCUBJzrZXsWkDjYAyqlEoAA4Pxg9+2Ng4MDjY2NxqhKCJvS2NiIg4ODpZshhBBCCCGEEGIEGUigyBeo7mX7dcBnMAdTSumA/4d+RNFfB7NvXwICArh06RINDQ0ywkKMCpqm0dDQwKVLlwgICLB0c4QQQgghhBBCjCADWvXMiF4C0oBVmqb1FnwCQCn1z+hXSyMsLOyOFRqWuysvL6e1tdVoDRXCmjk4ODB27FhZ7lEIIYQQQgghhFENJFBUTe8jh/oaadQrpdT/RR/8eULTtJ13Kqtp2qvAqwDTpk3rd5iQp6enXDALIYQQQgghhBBCDNNAAkVZ6PMU9ZQIZA/kIEqpnwH/DnxX07S3Bt48IYQQQgghhBBCCGEuA8lR9BkwSykVZdiglIoAZnc+dkdKqe8B/wH8TNO0l4bYTiGEEEIIIYQQQghhYgMJFP0FKAY+VUqtUUrdA3wKXAT+bCiklApXSrUppX7ZbdtDwAvAdmCPUmpWt59Br5gmhBBCCCGEEEIIIUyn36lnmqbdVEotAv4XeAtQwG7gB5qm1XcrqgB7bg0+Le/cvrzzp7v9wIIht1wIIYQQQgghhBBCGNWAVj3TNK0UWNdPmWL0QaHu254Enhxa04QQQgghhBBCCCGEOQ1k6pkQQgghhBBCCCGEGAWUpvW7+rxFKaWqgBJLt8MI/ICrlm6EsAjp+9FL+n70kr4fvaTvRy/p+9FJ+n30kr4fvUZS34drmubfc6PVB4pGCqVUuqZp0yzdDmF+0vejl/T96CV9P3pJ349e0vejk/T76CV9P3qNhr6XqWdCCCGEEEIIIYQQApBAkRBCCCGEEEIIIYToJIEi83nV0g0QFiN9P3pJ349e0vejl/T96CV9PzpJv49e0vej14jve8lRJIQQQgghhBBCCCEAGVEkhBBCCCGEEEIIITpJoKiTUup+pdRGpVSJUqpRKZWjlPovpZRHtzKLlVJvK6UKOssUKKVeUUoF9FJfpFLqY6VUjVLqplJqr1JqWo8ysUqpPyilziql6pVSl5VSnymlUvpo4z8ppS4opZo72/cN4z8To4+F+t5DKfWhUiq/s0yNUuq4Ump9L/XZKaV+opQqVko1KaXOKKXWmebZGF0s0fe97POQUkpTSpX18bi8703AUn3f+T7WevlZ20tZ6XsTsOT7XikVopR6XSl1pbNfi5RS/9VLOel7I7NEvyulnuzj/W74CexRXvrdBCz4eT9G6c/zCzvrLFJKvaSUun0ZaqXWKqVOKf15XolS6udKKXvjPxujiwX73q/zs76qs85jSqllfbRR3vcmMMC+n6qU2q6UutT53ruilPpCKZXaS30+SqnXlFJXO/t+l1IquZdyzkqp3yj9dX2jUuqIUmpeL+Ws//pO0zT50U+/Owp8CDwKzAd+ANR0brfrLPMRsA14qrPMM8AloBBw71bXmM7tF4AHgbuBvUAdkNCt3HeAs8C/AguBe4EjQCMwtUf7/gnoAH7dWfY/Ov//TUs/d7b+Y6G+HwO8CzwNLAZWAn8HNOCHPdr3a6AZ+P86+/7PnX2/0tLPna3/WKLvexzfG7gCXAbKenlc3vcjrO+BYmA7MKvHj4/0/Yjv+4jOsl8BX+us9wngV9L3I7PfAf9e3uupwFXguPT7iO57BRwCqoBvAguAb3X2/VE60390ll0GtKPPebIQ+BegCfhvSz93tv5job53Qn99V95Z5wrgY6AVWNCjffK+t2zfLwZeAh7qLPMAcBhoAWZ0q0uh/+4uAx4GlgP7O9/P43oc953O4/xTZ/2b0F/bT+pRzuqv7yzeAGv5Afx72fY4+gv3RXcoM6+zzNe7bfs50AaM77bNDagAPuy2za/7F0XnNi+gGniz2zYdUAn8vUfZ1ztfoA6Wfv5s+ccSfX+HthwBMrv9P6DzQ+T5HuV2A2ct/dzZ+o+l+x79SeEO4A16BIrkfT8y+x59oOjtftomfT8y+347cPxO/Sd9P/L6vZf65nbW923p95Hb90Bs577/3KPOb3Ruj+u27RSwv0e5X6K/WA209PNnyz8W6vv1nfsu6LZNoQ8eHe+2Td73Fu77PvbzQH/t9cdu29Z07rew2zYv4DrwYrdtKZ3lnurRzznAZ9222cT1nUw966RpWlUvm090/g4ZaJlOs4A8TdMKutV/EzgIrFZK6Tq3XdU6XxXdyt0AcnvUl4r+rtTbPY79Fvro9py+/zLRH0v0/R1cQ/8lZLAMcOT2vn8bSFZKRfZTn7gDS/a9Umo2+pOJb/fRPHnfm5CVve97kr43IUv0vVJqPPrP8z9qmtZ6h+ZJ35uIFb3nn0AfAHiv2zbpdxOyUN87dv6u7VFnTedvOwClVCgwid773gH9aBQxRBbq+1lAo6Zp+7qV04CdwHSllKFOed+b0CD6taeb6IM43a/H7gHKNU3b263+G8AW9EGk7uVagQ+6lWsD3geWKaWcOjfbxPWdBIrubH7n7/ODLNOO/iSgp2bABRjfV2VKKV9gQo/6kjp/n+tRPKvzd+Id2ieGxix9r/R0nfPY/xn9B8f/diuS1Llvfo/6pO9Nx+R9r5RyQD+a6DeapvXsWwN535ufuT7z71ZKNXTmIziqbs9PJH1vfqbu+9mdvxuVUl929n21UupNpdSYbvtJ35uXWc/zlFIu6Kc2fK5p2vVuD0m/m5+p+z4LOAD8Qik1TSnlrpSagX6k0DZN0wx19tr3mqYVAQ1I35uCqfu+HX2woLdyoL/OA3nfW0Kvfd+ZL8hBKRWGfioawF+6FUni9n4CfV+FKaXcu5Ur0jStoZdyjkB0t3JWf30ngaI+dEZ7/w+wS9O09D7KeAAvoH+xbe72UA4Q0/3kTyllB8zo/K/vHQ79R/TDE1/ots1QvrpH2es9HhdGYOa+/zb6L5Or6D+Yvq9p2pvdHvcFanqOPEP63iTM2Pf/jn4O+21JbLuR970ZmbHvtwDfRR8UfhR9HopP1K2J7KXvzchMfR/c+ft19KOGV6D/HFgF7Ojcp3t56XsTs9B53lrAE31Owu6k383IHH3fed62srP8CfR5bI6hz3vTPWFtX31v2CZ9b0Rmet/nAJ5KqYQeVaf2KCfvezPqp+8/RB8ELEH//lypaVp2t8d96f09augrnwGW6973Vn99J4GiXnRGBT9FP+TsqT7K6NAPGw4BHuocVmbw/9A/t28qpcYrpYKAFwHDMLKOPur8CfAI8J07jDIQJmSBvv8AmI7+ouE14I9KqWeN9OeIQTBX3yulooGfoX+fN5nibxGDY873vaZp39U07U1N0w5qmvYx+kSH6dw5aChMxIx9bzjf2qdp2rc1Tdujadqr6JPbTkUfOBRmYqnzPPTTziqBL4b9R4ghMXPf/wX9NKRvoB/J8A1gGvBxt+CwMBMz9v276G8A/10plaz0K6D9FH3eo+7lhJkMoO9/hD7gtw79yKHPVT+rFo8G8iHVQ+ew4C1AFLBM07Tblqzu/HD/O7AEWKtp2tnuj2uaVoj+TvFU9EPKytFHkQ1Tii73Uuc3gP8Efq5p2us9HjZEJn16bDdEG68jhs0Sfa9pWpWmaemapm3XNO1b6Ocl/7ZzahLo+95bKaV6NEX63ojM3PcvAnuAo0opb6WUN/rhqKrz/y6d5eR9bwaW+szvtm87+hVXxnWedIL0vVmYue+vdf7+sschdnb+ntz5W/rexCx4nhfUWd+7PS4+QfrdLMzZ90qpVehXR3pM07Q/a5p2QNO0PwOPoR9pdHdn+b763rBN+t4IzNn3mqbVAPehX7ToLPqV774ObOheDnnfm8VA+l7TtEJN005omrYJ/c37SvQr0BlU0/t7tOeosP7KXe9Wzuqv7yRQ1E3nxfnH6KP9KzVNy+yj6P9DvyziQ5qm7e6tgKZpG9FHoxOBaE3TpgLuwEVN00p7HPcx4GXgd5qm/bqX6gzzFZN6bDfMX8xGDIul+r4X6Z1lx3b+Pwv9FKWe+Q6k743EAn2fiP4ksbrbz8Pop6ZU84+RJfK+NzEret93VdP5W/rexCzQ91m97duN4Q6z9L0JWfg9vx6w5/ZpZyD9bnIW6Pvkzt8neux+vPO3YVpSr32vlIoAXJG+HzZLvO81TTuI/tw9Fn1fx6JPNdEIZHQWk/e9iQ2i77tomtaCPsAX3W1zFrf3E+j7qlTTtPpu5SKVUq69lGvhHzmJbOP6TrOCpdes4Qd90OxD9G/gxXco9zv0J3SPDbL+YPTRwZ/02H4v+mFwr95hXwf00ei/9dj+Gvq7lI6Wfv5s+cdSfd9H2Y/Qz2N37Px/APoPlud6lNsFZFr6ubP1H0v0Pfph6At6/GzvfI8vQH/iIe/7Edj3fZTToT9pLOm2Tfp+hPV9Zz9fRp/EuHvZh9EHCBdL34+8fu/xeCZwpo/HpN9HWN8DT3a+t5f0KHtX5/bHum07DeztUe7n6M//Ai39/Nnyj6Xf993KuaMPEvy52zZ531tB3/eynytQDOzotm1t5/t2frdtnp399Mdu2yZ3lnui2zYd+nxXW7pts4nru8Eu2TuS/Qn9ShS/Bm4qpWZ1e6xM07QypdS/A/+CPhllXo8yVVrncomd0cv/AfajXxYzCfgJ+ujh7ww7KKXmoZ8HewZ4o0d9zZqmnQLQNK1VKfUL4GWl1CX0L6JF6IcxflfTRz7F0Fmi759FHzDYBZShXwbza8D9wI8NfappWqVS6vfAT5RSdcBJ9Hc7FqFfglEMj9n7XtO0oz0boZR6Ev17fl+3cvK+Ny1LvO8fRr+M6hfARfQjB78NTEEfMACk783AEu/7NqXUj9F/1/8/YBP6u5W/Bvahn44qfW9aZu93A6XUFPQrHf1rbw2Tfjc5S/T9ps7jvamU+hVwAYgHnkP/+f9Jt7I/RZ8T5c/orwsmow8U/UHTtCtG+PtHM4u875VS/4X+JtBV9J/1/4Z+RNFPDGXkfW9yA+n7P6MP9KWj76tw4DtAEPppogafAUeAt5VS/4Z+BsBP0C9A9T+GQpqmnVJKfQC80Pl6KQK+iT6P1aPdytnG9Z2lI1XW8oM+cqj18bOhs8y+O5R5o1tdOuBzoAL90ncF6Oc5uvY45oY71FfcSxufRb9aSjOQB3zL0s/bSPixUN+nob9YvNxZzvAFsaqX9tmjP2Eo6Sx7Frjf0s/bSPixRN/30Y430H9p9faYvO9HSN+jDw7v6SzXCtR0vu+XSd+P7L7vVv4x9Ikymzs///8IuEvfj/h+/0Pne35sP22Ufh9BfQ+EAn9Ff7HY1Pn7L0BIL2XvQ3/juBkoBX4J2Fv6ubP1Hwv2/evobwS3dP7+I+DbRxvlfW+5vv86cBj9yKCmzj59F0jupT7fzn69DjQAu4GUXsq5AL8HrnTWeQxY0Es5q7++U50NFUIIIYQQQgghhBCjnCSzFkIIIYQQQgghhBCABIqEEEIIIYQQQgghRCcJFAkhhBBCCCGEEEIIQAJFQgghhBBCCCGEEKKTBIqEEEIIIYQQQgghBCCBIiGEEEIIIYQQQgjRSQJFQgghhBBCCCGEEAKQQJEQQgghhBBCCCGE6CSBIiGEEEIIIYQQQggBSKBICCGEEEJ0o5T6P0qpOqVUjlJqpqXbI4QQQgjzkkCREEIIIYQAQCk1HXgEuA/4G/CqZVskhBBCCHOTQJEQQgghhDDwBa4Cx4F0QGfZ5gghhBDC3CRQJIQQQggBKKU2KKU0K2jHWqXUv/Tx2AallKaUGnIARyn1olLq8z4ePoA+OFQDfAI822PfHyilMpVScg4phBBCjFDyJS+EEEIIYV3WAr0GioZLKTUe+AawoY8iLYCjoThwqMfjfwb8gSdM0T4hhBBCWJ4EioQQQgghRo8fAGc0TUvv4/F/ApKBLwA3YHz3BzVNawTeBP4/E7ZRCCGEEBYkgSIhhBBCmIxSamrnVKk53bZ9t3Pbf3TbFtO5bVXn/6OVUm8ppYqUUo1KqUKl1CtKKZ/Oxx/oLD+xl2N+oZQ602NbilLqM6VUdWd9h5RScwfQ/n736zYdLEYptVUpVa+UKlFK/bLnFC2l1MNKqQtKqabOKVz3KKX2KaX2dT7+BvrROiGddWpKqeJemhbZ37F6+VucgPXAu3087g38CtgMvNy5+bbnF3gfSFRKpd3peEIIIYSwTRIoEkIIIYQpnUKf72ZRt22LgMZetrWhz5EDEAxcRD8CZhnwf4DF6Ee6AGwBbqAPfHRRSo0F7kI/6sWwbQpwGH2i5n8C1gHXgF1Kqal9NXwI+30C7EE/dWwz8DzdpmgppZYC7wAX0K8q9lvgBSC2Wx2/6vwbq4DUzp97B3usPswCvIGDfTz+S8AL+BFwrnNbb4Gi00AdsLyf4wkhhBDCBslKFkIIIYQwGU3TOpRSB4CFwP/pHPUyH3gF+J5Syl3TtPrOxzM0Tavr3O8A/wgaoZQ6DOQDB5VSkzVNO6WU+gh4RCn1Y03TOjqLPtz5u/uomd8ApcAiTdNaOuvbgT4Y8gv0wZbeDHa/32ma9rfOf+9SSi3qbI9h2/NANnCvpmlaZ33n0K8ultv5dxcopaqAFk3TjvbRroEcqzezAA042/MBpVQs8B3gT5qm5SmlFPpg0G2Bos4+PdNZnxBCCCFGGBlRJIQQQghT2wOkKqWcgUnoR7X8D9AMGKZxLQT2GnZQSjkqpX7aOU2rEWjlHyNh4jp/vwmEcOvIpMeA3ZqmXe6sxwV9YOojoEMppetcMUwBu4B5vTV4iPtt7fH/c0BYZ332wDRgoyFIBKBpWgZQ1Fsb+tHnse4gGKg1BL16+D36wND/6WyXhj6oldxHXVWd9QkhhBBihJFAkRBCCCFMbS/gBKShDwid0TStAvgKWKiUSgIC0AeUDP4L/cpcbwOrgBnop2sBOHf+/gooRh8cQimVAEyh27Qz9NPG7NGPAGrt8fMdwKeP3D5D2e96j/83d2urH+AAVPZyrIpetvXnTsfqi3NnuVsopZahf47/F9CUUt6d+YrygCillFsvdTUCLoNttBBCCCGsn0w9E0IIIYSpZQJX0Y/8mcw/AkJ7gK+hz0XUwq1LsT8EvKlpWveE1+7dK9U0TVNKvQ38QCn1TfQBo3r0+XsMaoAO4E/cGkDqXk9HL5uHul9frqIPMgX08thY9FPcTO0a+tFcXTpHSf2+87+/6vzpaQJwrMc2X/R/kxBCCCFGGAkUCSGEEMKkOgM6+4ClQAL/WFFrD/qRQ7XAcU3TGrrt5oo+sNLdU71U/xbwc/SjjR4FNnWvR9O0m0qpg0AKcHKgwZ2h7neH+tqVUunAOqXUhm45iqYCkdwaKGrGNKN1LgCOSqlxmqaVdW77JpAIfJ/bcxcZ+moitweKIoHjJmijEEIIISxMAkVCCCGEMIe96EfntPOPXEOn0OfFWUhnbpxutgNPKKUy0Sexvg/91LVbaJqWq5Q6Bvxf9PmKehv98y/oE2PvUEr9FbiMfirYFMBe07Qf99Hmoe7Xl+eAncAnSqlXO+vaAFxBP3rJIBvw7RwllQ40aZqWOchj9caQHHwGUKaU8u08/nZN017sWVgpdZp/BIq6b/dGv1Lbb43QJiGEEEJYGclRJIQQQghzMCSqTtc0rRb0o2yA/T0eN/gu8Bnwa+ADwIN/rGjW01vog0SXeqkHTdNOAtPRT716EX2w5g/oEzUf6Fl+uPvdob4v0Y96SkA/Pe7fgX9FHyi60a3oa8D7wH+iH7WzZbDH6uP4xZ313d256XnADf1z3Vv5GqCM21c+W4V+quAnPfcRQgghhO1T3RbeEEIIIYQQZqSUGod+xNSvNU3rLT+QsY/3JPpgV1CPqX6DqWMbcFXTtMeM2TYhhBBCWAcJFAkhhBBCmIFSygV94uhd6BNBRwE/Qp/MOknTtMtmaIMOfXLxv2qaNuipY0qpSejzFSVpmpZv5OYJIYQQwgpIjiIhhBBCCPNoBwKBl4AxwE30+ZoeMEeQCEDTtDal1FPo8ywNRSDwpASJhBBCiJFLRhQJIYQQQgghhBBCCECSWQshhBBCCCGEEEKIThIoEkIIIYQQQgghhBCABIqEEEIIIYQQQgghRCcJFAkhhBBCCCGEEEIIQAJFQgghhBBCCCGEEKKTBIqEEEIIIYQQQgghBCCBIiGEEEIIIYQQQgjRSQJFQgghhBBCCCGEEAKA/x+/ihccYr+MEQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -450,99 +450,148 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 116, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|█████████████████████████████████████████████████████████████████████████████████| 300/300 [04:25<00:00, 1.13it/s]\n" + ] + } + ], "source": [ - "from jaxopt import OptaxSolver\n", - "import optax" + "import tqdm\n", + "gd = jaxopt.GradientDescent(fun=objective, stepsize=1.e-4)\n", + "state = gd.init_state(initpar)\n", + "params=np.copy(initpar)\n", + "\n", + "params_gd=[]\n", + "Nit=300\n", + "for _ in tqdm.tqdm(range(Nit)):\n", + " params,state=gd.update(params,state)\n", + " params_gd.append(params)" ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 117, "metadata": {}, "outputs": [], "source": [ - "solver = OptaxSolver(opt=optax.adam(1e-4), fun=objective, has_aux=True)" + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Using ADAM optimizer" ] }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 118, "metadata": {}, "outputs": [], "source": [ - "state = solver.init_state(initpar)" + "from jaxopt import OptaxSolver\n", + "import optax" ] }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 119, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "2022-03-14 16:37:57.961574: W external/org_tensorflow/tensorflow/core/common_runtime/bfc_allocator.cc:479] Allocator (GPU_0_bfc) ran out of memory trying to allocate 8.58MiB (rounded to 9000192)requested by op \n", - "2022-03-14 16:37:57.963944: W external/org_tensorflow/tensorflow/core/common_runtime/bfc_allocator.cc:491] *************************************************************************************************xxx\n", - "2022-03-14 16:37:57.964135: E external/org_tensorflow/tensorflow/compiler/xla/pjrt/pjrt_stream_executor_client.cc:2124] Execution of replica 0 failed: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 9000000 bytes.\n", - "BufferAssignment OOM Debugging.\n", - "BufferAssignment stats:\n", - " parameter allocation: 11.7KiB\n", - " constant allocation: 0B\n", - " maybe_live_out allocation: 8.58MiB\n", - " preallocated temp allocation: 0B\n", - " total allocation: 8.59MiB\n", - " total fragmentation: 0B (0.00%)\n", - "Peak buffers:\n", - "\tBuffer 1:\n", - "\t\tSize: 8.58MiB\n", - "\t\tOperator: op_name=\"jit()/jit(main)/sub\" source_file=\"/home/kawahara/anaconda3/lib/python3.8/site-packages/exojax-1.1.2-py3.8.egg/exojax/spec/response.py\" source_line=64\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[1500,1500]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 2:\n", - "\t\tSize: 5.9KiB\n", - "\t\tEntry Parameter Subshape: f32[1,1500]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 3:\n", - "\t\tSize: 5.9KiB\n", - "\t\tEntry Parameter Subshape: f32[1500,1]\n", - "\t\t==========================\n", - "\n", - "\n" + "100%|█████████████████████████████████████████████████████████████████████████████████| 300/300 [02:16<00:00, 2.20it/s]\n" ] - }, + } + ], + "source": [ + "adam = OptaxSolver(opt=optax.adam(2.e-2), fun=objective)\n", + "state = adam.init_state(initpar)\n", + "params=np.copy(initpar)\n", + "\n", + "params_adam=[]\n", + "#Nit=300\n", + "for _ in tqdm.tqdm(range(Nit)):\n", + " params,state=adam.update(params,state)\n", + " params_adam.append(params)" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": {}, + "outputs": [], + "source": [ + "#res = solver.run(init_params=initpar)\n", + "#params, state = res" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "DeviceArray([7.5132293e-01, 9.0000000e+00, 6.3453913e-03, 1.2756888e+03,\n", + " 9.9074565e-02, 1.9556759e+01, 1.0081638e+01], dtype=float32)" + ] + }, + "execution_count": 121, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params*boost" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## make a movie" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "metadata": {}, + "outputs": [ { - "ename": "ValueError", - "evalue": "RESOURCE_EXHAUSTED: Out of memory while trying to allocate 9000000 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 11.7KiB\n constant allocation: 0B\n maybe_live_out allocation: 8.58MiB\n preallocated temp allocation: 0B\n total allocation: 8.59MiB\n total fragmentation: 0B (0.00%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 8.58MiB\n\t\tOperator: op_name=\"jit()/jit(main)/sub\" source_file=\"/home/kawahara/anaconda3/lib/python3.8/site-packages/exojax-1.1.2-py3.8.egg/exojax/spec/response.py\" source_line=64\n\t\tXLA Label: fusion\n\t\tShape: f32[1500,1500]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 5.9KiB\n\t\tEntry Parameter Subshape: f32[1,1500]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 5.9KiB\n\t\tEntry Parameter Subshape: f32[1500,1]\n\t\t==========================\n\n", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_12824/2580007913.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minitpar\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mparam\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msolver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0;31m#for _ in range(50):\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;31m# param, state = solver.update(params=params, state=state)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;31m# The auxiliary data returned by the outer loss is stored in the state.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/jaxopt/_src/optax_wrapper.py\u001b[0m in \u001b[0;36mupdate\u001b[0;34m(self, params, state, *args, **kwargs)\u001b[0m\n\u001b[1;32m 120\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpre_update\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 121\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 122\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maux\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgrad\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_value_and_grad_fun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 123\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 124\u001b[0m \u001b[0mdelta\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mopt_state\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgrad\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minternal_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - " \u001b[0;31m[... skipping hidden 8 frame]\u001b[0m\n", - "\u001b[0;32m/tmp/ipykernel_12824/3393464750.py\u001b[0m in \u001b[0;36mobjective\u001b[0;34m(params)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mobjective\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mf\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnflux\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mmodel_c\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mboost\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnusd\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mg\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mjnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mg\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/tmp/ipykernel_12824/3773571264.py\u001b[0m in \u001b[0;36mmodel_c\u001b[0;34m(params, boost, nu1)\u001b[0m\n\u001b[1;32m 35\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmu\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 36\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 37\u001b[0;31m \u001b[0mmodel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mobyo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnu1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnumatrix_CO\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mmdbCO\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mcdbH2H2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 38\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/tmp/ipykernel_12824/3773571264.py\u001b[0m in \u001b[0;36mobyo\u001b[0;34m(nusd, nus, numatrix_CO, mdbCO, cdbH2H2)\u001b[0m\n\u001b[1;32m 30\u001b[0m \u001b[0mF0\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrtrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdtau\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msourcef\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mnorm\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 32\u001b[0;31m \u001b[0mFrot\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrigidrot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mF0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mvsini\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mu1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mu2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 33\u001b[0m \u001b[0;31m#Frot=rigidrotx(nus,F0,vsini,u1,u2)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0mmu\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mipgauss_sampling\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnusd\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mFrot\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mbeta\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mRV\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/exojax-1.1.2-py3.8.egg/exojax/spec/response.py\u001b[0m in \u001b[0;36mrigidrot\u001b[0;34m(nus, F0, vsini, u1, u2)\u001b[0m\n\u001b[1;32m 62\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mapplied\u001b[0m \u001b[0mspectrum\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mF\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 63\u001b[0m \"\"\"\n\u001b[0;32m---> 64\u001b[0;31m \u001b[0mdvmat\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mjnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mc\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mjnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mjnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnus\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 65\u001b[0m \u001b[0mx\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdvmat\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mvsini\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 66\u001b[0m \u001b[0mkernel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrotkernel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mu1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mu2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/jax/_src/numpy/lax_numpy.py\u001b[0m in \u001b[0;36mdeferring_binary_op\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 6782\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_accepted_binop_types\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6783\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mNotImplemented\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 6784\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mbinary_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 6785\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mdeferring_binary_op\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6786\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mValueError\u001b[0m: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 9000000 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 11.7KiB\n constant allocation: 0B\n maybe_live_out allocation: 8.58MiB\n preallocated temp allocation: 0B\n total allocation: 8.59MiB\n total fragmentation: 0B (0.00%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 8.58MiB\n\t\tOperator: op_name=\"jit()/jit(main)/sub\" source_file=\"/home/kawahara/anaconda3/lib/python3.8/site-packages/exojax-1.1.2-py3.8.egg/exojax/spec/response.py\" source_line=64\n\t\tXLA Label: fusion\n\t\tShape: f32[1500,1500]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 5.9KiB\n\t\tEntry Parameter Subshape: f32[1,1500]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 5.9KiB\n\t\tEntry Parameter Subshape: f32[1500,1]\n\t\t==========================\n\n" + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|█████████████████████████████████████████████████████████████████████████████████| 300/300 [02:43<00:00, 1.84it/s]\n" ] } ], "source": [ - "params=np.copy(initpar)\n", - "param, state = solver.update(params=params, state=state)\n", - "#for _ in range(50):\n", - "# param, state = solver.update(params=params, state=state)\n", - " # The auxiliary data returned by the outer loss is stored in the state. \n", - " # = state.aux\n" + "inmodel=model_c(initpar,boost,nusd)\n", + "for i in tqdm.tqdm(range(Nit)):\n", + " spec_gd=model_c(params_gd[i],boost,nusd)\n", + " spec_adam=model_c(params_adam[i],boost,nusd)\n", + " fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(20,6.0))\n", + " ax.plot(wavd[::-1],spec_gd,color=\"C0\",label=\"GD\")\n", + " ax.plot(wavd[::-1],spec_adam,color=\"C1\",label=\"ADAM\")\n", + " ax.plot(wavd[::-1],inmodel,color=\"gray\",label=\"initial parameter\")\n", + " ax.plot(wavd[::-1],nflux,\"+\",color=\"black\",label=\"data\")\n", + " plt.xlabel(\"wavelength ($\\AA$)\",fontsize=16)\n", + " plt.tick_params(labelsize=16)\n", + " plt.ylim(0.0,1.2)\n", + " plt.legend(loc=\"lower left\")\n", + " plt.savefig(\"movie/gradient_descent_jaxopt\"+str(i).zfill(4)+\".png\")\n", + " plt.close()" ] }, { From e7771fe9f4f1b3fe43edcd22b4e640fd0d8bf1cc Mon Sep 17 00:00:00 2001 From: Hajime Kawahara Date: Tue, 15 Mar 2022 15:38:51 +0900 Subject: [PATCH 29/73] doc update --- documents/conf.py | 4 +- .../tutorials/optimize_spectrum_JAXopt.rst | 135 ++++++++++++++++-- .../optimize_spectrum_JAXopt/cornerall.png | Bin 708704 -> 0 bytes .../optimize_spectrum_JAXopt/output_31_0.png | Bin 71025 -> 72790 bytes .../optimize_spectrum_JAXopt/output_5_1.png | Bin 23795 -> 24302 bytes .../optimize_spectrum_JAXopt/results.png | Bin 126191 -> 0 bytes .../optimize_spectrum_JAXopt/resultsgp.png | Bin 313807 -> 0 bytes .../optimize_spectrum_JAXopt/resultsrv.png | Bin 82724 -> 0 bytes .../tutorial/optimize_spectrum_JAXopt.ipynb | 26 ++-- 9 files changed, 139 insertions(+), 26 deletions(-) delete mode 100644 documents/tutorials/optimize_spectrum_JAXopt/cornerall.png delete mode 100644 documents/tutorials/optimize_spectrum_JAXopt/results.png delete mode 100644 documents/tutorials/optimize_spectrum_JAXopt/resultsgp.png delete mode 100644 documents/tutorials/optimize_spectrum_JAXopt/resultsrv.png diff --git a/documents/conf.py b/documents/conf.py index 77adb5ab..ce2b2b16 100644 --- a/documents/conf.py +++ b/documents/conf.py @@ -19,11 +19,11 @@ # -- Project information ----------------------------------------------------- project = 'ExoJAX' -copyright = '2021-2022, ExoJAX contributors' +copyright = '2020-2022, ExoJAX contributors' author = 'ExoJAX contributors' # The full version, including alpha/beta/rc tags -release = '1.1.0' +release = '1.1.2' # -- General configuration --------------------------------------------------- diff --git a/documents/tutorials/optimize_spectrum_JAXopt.rst b/documents/tutorials/optimize_spectrum_JAXopt.rst index 10b86e7f..9747a33b 100644 --- a/documents/tutorials/optimize_spectrum_JAXopt.rst +++ b/documents/tutorials/optimize_spectrum_JAXopt.rst @@ -1,10 +1,9 @@ -Fitting a spectrum model using Gradient Descent in JAXopt -========================================================= +Fitting a spectrum model using Gradient Descent based optimizations in JAXopt +============================================================================= The gradient-based optimization is available using autograd in ExoJAX. In this tutorial, we demonstrate the gradient-based optimization of a simple emission spectrum using `JAXopt `_. -See `this movie `_ to see how the gradient descent find the model fitted to the spectrum. - +See `this movie `_ to see how the gradient descent and ADAM find the model fitted to the spectrum. .. code:: ipython3 @@ -14,7 +13,7 @@ See `this movie `_ to see how the g import jax.numpy as jnp Here, we use the mock spectrum generated by the tutorial of “Foward -modeling of an Emission Spectrum”. +modeling”. .. code:: ipython3 @@ -102,6 +101,15 @@ We have only 39 CO lines. plt.plot(mdbCO.nu_lines,mdbCO.Sij0,".") + + +.. parsed-literal:: + + [] + + + + .. image:: optimize_spectrum_JAXopt/output_12_1.png @@ -135,7 +143,7 @@ Now we write the model, which is used in HMC-NUTS. .. code:: ipython3 def model_c(params,boost,nu1): - Rp,RV,MMR_CO,T0,alpha,vsini=params*boost + Rp,RV,MMR_CO,T0,alpha,vsini,RV=params*boost g=2478.57730044555*Mp/Rp**2 #gravity u1=0.0 u2=0.0 @@ -173,7 +181,10 @@ Now we write the model, which is used in HMC-NUTS. model=obyo(nu1,nus,numatrix_CO,mdbCO,cdbH2H2) return model -Here, we use `JAXopt `_ as an optimizer. +Here, we use JAXopt as an optimizer. JAXopt is not automatically +installed. If you need install it by pip: + +pip install jaxopt .. code:: ipython3 @@ -184,9 +195,9 @@ parameters. .. code:: ipython3 - #Rp,RV,MMR_CO,T0,alpha,vsini - boost=np.array([1.0,10.0,0.1,1000.0,1.e-3,10.0]) - initpar=np.array([0.8,9.0,0.1,1200.0,0.1,17.0])/boost + #Rp,RV,MMR_CO,T0,alpha,vsini, RV + boost=np.array([1.0,10.0,0.1,1000.0,1.e-3,10.0,10.0]) + initpar=np.array([0.8,9.0,0.1,1200.0,0.1,17.0,0.0])/boost Define the objective function by a L2 norm. @@ -212,10 +223,12 @@ The best-fit parameters params*boost + + .. parsed-literal:: - DeviceArray([1.0081457e+00, 9.9860401e+00, 5.5853054e-03, 1.3126758e+03, - 9.9855222e-02, 2.0483101e+01], dtype=float32) + DeviceArray([1.2338543e+00, 9.0000000e+00, 4.9583600e-03, 1.3364286e+03, + 9.9846944e-02, 1.9616049e+01, 1.0154862e+01], dtype=float32) @@ -238,3 +251,101 @@ Plot the results. It works well! .. image:: optimize_spectrum_JAXopt/output_31_0.png + +One by one update + +.. code:: ipython3 + + import tqdm + gd = jaxopt.GradientDescent(fun=objective, stepsize=1.e-4) + state = gd.init_state(initpar) + params=np.copy(initpar) + + params_gd=[] + Nit=300 + for _ in tqdm.tqdm(range(Nit)): + params,state=gd.update(params,state) + params_gd.append(params) + + +.. parsed-literal:: + + 100%|█████████████████████████████████████████████████████████████████████████████████| 300/300 [04:25<00:00, 1.13it/s] + + +Using ADAM optimizer +-------------------- + +.. code:: ipython3 + + from jaxopt import OptaxSolver + import optax + +.. code:: ipython3 + + adam = OptaxSolver(opt=optax.adam(2.e-2), fun=objective) + state = adam.init_state(initpar) + params=np.copy(initpar) + + params_adam=[] + #Nit=300 + for _ in tqdm.tqdm(range(Nit)): + params,state=adam.update(params,state) + params_adam.append(params) + + +.. parsed-literal:: + + 100%|█████████████████████████████████████████████████████████████████████████████████| 300/300 [02:16<00:00, 2.20it/s] + + if you wanna optimize at once, run the following: + +.. code:: ipython3 + + res = solver.run(init_params=initpar) + params, state = res + +.. code:: ipython3 + + params*boost + + +.. parsed-literal:: + + DeviceArray([7.5132293e-01, 9.0000000e+00, 6.3453913e-03, 1.2756888e+03, + 9.9074565e-02, 1.9556759e+01, 1.0081638e+01], dtype=float32) + + + +make a movie +------------ + +.. code:: ipython3 + + inmodel=model_c(initpar,boost,nusd) + for i in tqdm.tqdm(range(Nit)): + spec_gd=model_c(params_gd[i],boost,nusd) + spec_adam=model_c(params_adam[i],boost,nusd) + fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(20,6.0)) + ax.plot(wavd[::-1],spec_gd,color="C0",label="GD") + ax.plot(wavd[::-1],spec_adam,color="C1",label="ADAM") + ax.plot(wavd[::-1],inmodel,color="gray",label="initial parameter") + ax.plot(wavd[::-1],nflux,"+",color="black",label="data") + plt.xlabel("wavelength ($\AA$)",fontsize=16) + plt.tick_params(labelsize=16) + plt.ylim(0.0,1.2) + plt.legend(loc="lower left") + plt.savefig("movie/gradient_descent_jaxopt"+str(i).zfill(4)+".png") + plt.close() + + +.. parsed-literal:: + + 100%|█████████████████████████████████████████████████████████████████████████████████| 300/300 [02:43<00:00, 1.84it/s] + + +For instance, you can make a movie using ffmpeg: + +.. code:: sh + + ffmpeg -r 30 -i gradient_descent_jaxopt%04d.png -vcodec libx264 -pix_fmt yuv420p -r 60 out.mp4 diff --git a/documents/tutorials/optimize_spectrum_JAXopt/cornerall.png b/documents/tutorials/optimize_spectrum_JAXopt/cornerall.png deleted file mode 100644 index 6be96e9f325a00f317e7f589533ce0cd3df06481..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 708704 zcmd?Rhg(zW_68d4isCqminLLJ2neW1uZ|*ys`QRZ?@I6BIKqem5}NcPMQWr=w;@tP zk93d{dZd$3a@Y2p8F0?;{sH&7d7L4k?ERJXt@W;Vy=yhLZUYM;h|eej*#MswdA$EJp7xZUP=={qhXy;tpqN!&fg)28u*tSp<8 z$23jfMnw^(%i^cqP3MRXgCw(|GAgBtWS61G8@U?>_xG#t5WUR)zds;f2gGD{el(Xk zL9^p?BK@5`J3jhq+&H%5BTDDk|405fC36DR@@sT-^uo7id}*@5ES%wTGPN{1Pwh)% zWuBchc@-!qC-Wqi>7U8HaaP%rsOUalbE+L@Se*R@lei`1p^GH8{DzqH47a6lJojASyqc@+`=$TPNo3HhIUc{VlYVOB3HiSh^Eo^L< zXm_=|3<{^$u9i(d+@0uA%=net!?yIApnkQ7T&hZI$o9S_YKPaeq$)D1X=+Bonsjt^ zrNNjdgs(oGmHA|El^8G%e>)uF8;y(1F1PzjRTn=LK5Caow9dmtK5pRY{#EKCY|o|GMaAyk{P- z;TfUJd;}h4LQuHKY`gCGkj;9P70nPeQ@`tl;Re2AV{U+fGcuHB+PTR@);dA4i!^ZM zy+voA*gw1C+m(oHAC(}1Z)`eST`2^Y!@oFEM)W)GTz9s2*<+C17o9QLb~fG1y+O}y zDX9CcS!82u$<_UFKFTc7BGr4b+iNP_pt=Xu#dWkPHi3G2_3lYN!zgB<$#5xeH=?PV zJ2faKJEoe68shoZPVwYLn=hyM;$QAJyRiNDs20kFT_~$S4#Vt*W04XsOpXMSCtfTs zmb1yGrOEr7ic#JB#m4IM#7sL(r%kl48&x@W?{?dG(qk$n_0Nn@*#`qq?{tP!dnnJV z9Pgj(#5Jz$Ce+zgzqJunR~KA&Ds#@Rf8uW!8S>cOq;(-&8&0rAj-f>_Ht`EznIHf5brBR;jAayY{UZmNKaZ*Zs=DUr*S*cWJ8YvT}u1B)_d| zat-d__8gk79YbB{$O$!U-s>VBiY8B*NrgR{cG5K>%#|wQ z`i$FuDfv1xd3T|DLj+I5=IUUAS%R0~A`!2QU7G6Te!TBUeURAPOJ4o56S2PptbX_- zRb(={7K@gh5x=zl{Of~2v$Zcn%l0$1f=zZ?WQDEivf6@?^V4aXB|%o=JC>(HGXT{z z(=0}6>^4h?^Vt|-)h@LkEY%`@U*`fc&5nj_=lc*HT7vsRDW5O^6ay$ zbGo6bD-0T15jc`0xg;_B<+L0$?8W%gf6QV$Rmi{Z539 zO_GoD_3PK`#}>E@j~qEtI_$@oKb>1{I`cIz1Bc@imCSx9RW+F*PTBaN=8{{FJKB3b zE|ZJ4p)D!@oEeMoxm1;fbbrGyVCg(R-HB0b*VV^;p0{)qtB@cmAvEA>BVBFzP`Cf66QCl4~u>9;b7FId%xS3&lY=*Fb;mfc`s)P96NPL zz+nLEx!B{wf%)w17&=o`vu`g4g{m~*U~ap%`pk_IUQ;^${*?V!y3J=nJ3^w}@IykD zMSU1&>ChjvDqP|A9d~3+KKyx*q_gW5HtD+mc!aKPU8^i>94rSd@7v#0(-gFKKTQ%| zhErM3%F>)n3Ga4(CrTcVzy2&}={%f?(La@~BhciUKQpxRJx$&}-Jac0&IuZg_OVFA z_|Km|KR95KOXYdxOYWak}vjO}JhUf$(MLvJ@)^q)nwN2y!J=bJJcMD@i+3H~;5 zbm3NmJQL5v=)U+mm76vvkCm=9PeKIz=jy&CTI(9a#aBxD?ByX`R8cx{Y5DmJUU*Fn zjqy*%l@&_$nt4k4+IAhhH~XDXYtTp{dGKNup5bl6k66J;Fz*!AP_L*`eP81u5z}LG zWG@E*rvJWtg;e)wDdHtor#_4adoR6WU1P#EHOGn+XkU5XGae=K%%MJED-JEPHS)M% zx@BN5hr8MO;lWGS1t;QVmbn+pJxot9?>IOEH;&yE;L&>X8zz6iecEftA-jC841?|I z=`pR_V-;$`eP%J7o23~`AJ~2GHqLW4G=`peQeRyy%zlHzpvkRHzrDbfT>r=M?a9BR zrXP3{?Y=w}j*j9tYu+zeTj92dMN4?BSVt(lDZUWdKprqWKb8@B(xh^Z*AvOP#>V8wDxHTT_;0z7nIlhO8@sNqENm?kI%ic z>@fSZG_*V zEk#X3!*pq)mFLATT@~F$4fcKXM@>vrMb^DsUolBoh9vZMQ2a*@Yj+)GUqi5(!m-V)9`3u5*vXR%_{dNSt&bX{AUUS&Kl@9Ko zOgXH6EMHa+mj>==rj!^@CQ4Dsls|}fUfnby=({wX)U^(A>eA-G`YBdJ6}{(l#!duE2>nUm!HRJxV8B) z>JoWuX{P6_kC=BP;-eAcre}u0_Lfwnre+z}*6I zcr%r&0~y)bo|{jp)K&F6cS7K^*zxlUU*0|(2}7A5Z?2r3)DxL64U?E{;ac?* zx6IXOr};SixW7+AELy~f%ERxT{-|c3B~7Sl=eR0yAUrcbWsb7K(UzVD2f&ze)hKw3&xb6J9c{UOvoXD8a&H;gZP%E{oX;lBFFgLz z$euEpPTX22`QQO8GF&mfg)D2VH)WDsuUXah$H64G{-w2<*p1p+6<&^4E@xg)dt4R; z4I#{A)(0?Ewfmy$OkD7{O7(b!cjRcZA>c8}i18j*9)A1eIP>-LkC+k76D}u0-B@gg z2-W9CjB^`$v|r}}`_%-owB|ZZoI6@^Z1lw}WxQ~+*!mQ^FM+AdtJ-nyb_jcp5{A%gi|zninMCFubqHM@8@W!v^GTMdbMnscLLt=fV0D~R==b&)P>O*P%xYm+ne~ zV}*Z8VzY&-jzJJ&MF!VC3ta*C;5gaFUg^GE|N71=dq@?*c~nnt@Z-fpjeyO4f(q4tEWrTARx_m4-3&kQ&2Q&whUl;T89J{}QjG?QG6>T~Y3Az8#n2$VZ( z2W|B4)~@h0aX#I_P4s!#>zHj>T@sw+?5Sb4`5xS==vp z%$1srH^oGvCkHA$rlzM0;40`k2m&Dxx^R;n8SPv|yNdbGOrGE0YnLr`a=g;i)HIv_ zR%2mlDTno(lsBwrkJQ7eSad1}SFe40<}j02TjgDeq?etYl?KwTe1pSO$bID%6%{S5 ztW@>&H>*tD3R1Z>#$OB$#9#`ht~fqsDP8#**9N#g*@)iuLnt5d_54vJY3cK*=V&W3 zQU~|2?|kQuTbVR9RUgWE7p!=nP*tEe!27JJEE3ZoKt?UZTVQt;D%{##X|kk zWIIu!sk5tVTs48BhRpTeN58R0`&qugU*#LuVK*p*Y9)U4SakeVW^H^#E{O0Vo^dLSL| zvqiqB_x6&*cw^n=TBcC6$mUYJLz4i()3^FiRu;sWQ7Op?n0LNyNl>Y4qq7`}Iz95y zJ>3VFn*pikG^< zcKL`D%3bdH_zz3{nFOmUVMNR{PD}_qyZN%Q<$b06ExhKK~*>&|BVNQk9l9-yR<3FBtXu~9ydCXiOA^Ukn%dEfK4UsMI?vQb9AGw(maY>}hZUwU1#d^W3G>wg@n z!3A)nh#~LZclefOjIFNte048HhC6#n#%C<>^Sg*PH{-%cY$2iqT7y zb?}eXvqS^2mC;b;s@V-lX2`jV%Hs2%xQHIBb8)cxIQ!!K{3{>*j_8hw^AMM+B|}b~ zyeMC7puaHkSTal{L(MUzsB0o_|9On9*Hk!=9w}ch{cX}HR3R-Gb;fmnIx>m6MMC3v ztq0-sIZUQTrd3sK*_eSNa;RgEG+z5Y9Cg(K@xoi{)l@NNQAaJ+yihb>)!Mgd5+sfz zC7XR#wNq15`L6TdN*Zwm&7zY%MbqWY)${Il8|1j$O{GP1B)2n?Bt=)@9zSGop^0VGVVpxhQSNZ9Wjy^9Z2?_9l=U&Fsgc%*Ml1 zmFi+e9PF1`WrpI2YYOJfsl5Nh8b!Ey@kEtuE-kd$m zA}(xH8`Sj2URq>r`XC2E;O@XeH{lQp5}ZampY>kEsauKK#yHe-rjMqCD!FeG|3hNp z-rdM)SGM)$DzKX7zuTWH;uf4FQ)?k0S=LSIHr}*#b8g0NOeUSWVoH4U6RbIsbwN~G z*S_W2ev|RWC~`O6J0i}xhf`f$oinn*&K+qodG$B7e~IJF-}fS$PPu2_tKs;o@`4+EKBUamQ^%jN1PqEkc5OM zmO|hFXtv+B@}cv9V`Va1k?4M#b|EvWkz5*HAFCVhDdKU2r0R&?9$C)?v0a6U&2eI8 z--q5ah}aw73}T9U|9F2j?pJ9bX_|#co^K58mog9W{OEtwXLB6!EO(&)`vQ& zwsDzPOw$4O8up9wjOFWZBYKoMLjcMukDgm&w6I;N!6H4b>l~3))Y1G$4qHkdkI^JY zL68^)&Po9bE|$ekw77w{JO#oFNmvR3okG008+a;G)%rAP&~^(DY%|1G4H4zV*I9O7 zlNi@#TEP z2;^u6C;1Fw>+9=1hiMI6+w*Mu%f=EP)5&3DA>2Y(_G;Kr_Ff1@V}e;E?BCJshp2Eq z#u}^d+|71`zOJu^JHL+7Z~v+JaX?Ue zW=?yK(M^*0rKdkFl1Ko`<`W#JE8sZ^h5%LvmqD*Z zh{o)0PC|b`IFK4#A6Uhrk>iNu688Q4&BAQ`Wljw<-30}M-s>hkg%%ite$3Ew{^l=x zPwBltljmHjV<1;0@+?YiPAaQvYezw1eh~nhxoJ~0uoY51-atma?Q?8bw4*RJO^3@Y zmoDWpV6b*1fs4#peZOiDT3-obfZKNS)UdHlxUacweW+-|jG2&5s~jZo|EDHmVQuYM zi>G4}z63OgC&3|zf&cu-=Rl8k5(~s#1ja@Q*%@Fp69xa?pw_>L%ipwW3r=wLm(&88QZ8iWf%(-h9I|Qt^#&xrkfuC z6;4WVbA6ENjbLn-O-5X^{J#VLKqJGNz$ zX(c=~=sL;unNT0<`k)A9;uZgcp?46FFCsn?3_0EkS1A|?e<8+uNowl#D|_nZD)G%n zx`xk;cCoPkX)dGzks;sR_R~2fRis~0q^8Bi$Z^Qr*)df`gxl=Crb}bNHqk6VS-3gt z=Xw}xv_9M(rn%9~fj1{Tq{Mc8H;td#oKq^Jv~G|?v>A%J-Agy5oG*wf#VjHgstxqQ z5i3#RN~nt>kuF?D_M5~5()M+9c8l$j7F+6&cPgE0)l5*MHc9xOj7_sSQ?U5Xy01Xq zl+Z;?_L0#2DYE?{gEIH`UJ1^CDu>t2r8ArH0pv|vo7%a7HYraBH)9}H$?P2ObdDEODI=WtDofS8?@4;Ho zZX_Mw%V8-MMEzvSQ1#I1B(KdEA>5`5P|>X++ka_ZbAl!@?yW_eeALw}Uci3iZ}o+E zfc7#BL&&;M%T*7hG3-UlxlLR}C04vw9e-@x0D8fl<&`&>@| zltRd49#tq61ooh(ok?mBl2^D43H}mn0oy25|4rIW45t6)mW5GJF z=A<3P%f!Uw^K*vK%SNA1ggr0**5hyRrNALF1WLJ-Y2XSc5X~&{#XUi#ojtxC$9(AqKQE9x@)&E@0W#-o1l31i`!Z3Sld!>p3xVx)>i zT}e&eNC&6}jLAw-?jXLLLISoGN*nDg8(URTQTn{iJLg(ag+6t8@bk zOrAhB`GcUy26o+HWP~r(jDR7x(tK3q;@l>PP~YbedaVbNY?B19l{&aP&=MOF1h!yt zEaXB05Dc21oHBTcya(8i0b(qYSAQYL&WpRTE89kvs;e>a8R*TWj9#G6aRE& zHUoNXOyvlzVGz7yPfU76wS~xrl+WXJRd8cy| z-0%y8?Tc$4PrGiyIoM-m-uiG2#ljO5X z7In>L*8J^jJ4DEBCPzmDUO9j9Uthi`dgh-|0)m2q zy`?<`ke76Hbfgp)3xeE2rdFFRH+D@=iM%+1)Yn}+9SBP^WmESL<7^Qfn%?<*^qKI z{6|3Njmgn;MC*Jx$*4~3`&g_b!&ypsPjrC#)6QC^^fd^0^yOQv+OXq)I8NSy6?D1NbSBfy%BNL?0YT%J*RaIWjm zS2vH;4}4rtNy>}G>CHbF=hMEkGp2XFL2_zmSr#|rf;c3~KwZe9c(JuO&S^w7s=(Y$ zP#dQkbVlIygmCs*pi!hYXZ){>rOLQD&tYR-JJ}dkQ$zk869iJ!cq1ER{LP!VxVTif z1O|8YK|*9Irs<*aFSSe4T$LGdtc8{&kJXcKuAO;PSGJeqzGBQmTQbvwfqq0zbKIr( zqT!&|t=5p9Ka0J07){SUD0hc~1OUO!GPQ}!ukFkmUAC4;=(>AiOPagP)BRQ^L->y} z#p4V&wY;5r3$2A7#DT}y{OKg^gK~8!RH>dbiCi)I{JhS4eKwMgS@Z<+Q^Bc7@HC$* zQYTgWMgEhzU1%{Yo{QOUdhrYEoDZ*I`BZD4#Q&c; zbH*MR=Fy?YN1Jal+Jub+OGzH*P`W6}V$+zST~s>JYz8%U@w={>V%)KXF6rJtc~#wW z8t2gt!5J*y0$I;bY5fz#Ig&hyVh9^^UMcn^Pzk&U0}l04`ziGfyTsp`IUt=7g3e9=Tbu7{m02{c_%0OlCBV$i=E1xvKzhd&3KU#C2rAQ zw=J1R;aFmnH5BqifFR)aSee-%<9(We-vi*KZZg%8@gq69_ITe|Xu^i^=U~?(UXjS6*X_^+Qj06XCm!IMCLPP7weNL$!yyJtmSt(a5j35f34hI7_DOvven!A z?k{EBm934zs$_)Kg>smEd2x1cx|Iij0wk_MVH@(HQ_N;XjrtYh>swRJ6?!G&{v_ew zq=etuqOx^hf$4++DlNAq&s0p7Aqm4R6Pb(&tsFVsvK`5gO(Zi-*9+hl#ex10c4(D3 zWzwz)n3gW*hLNfW2kf^&u5Nsjy9?fDuE4D|MC+N;-0dhs)?!7F`!s^&qoK4!@#j5~ zK6dwr>p~sJVjRhnV{?5K55YagEZ*%rrmfn?M>%$!IgbCH<(#*>0dfhlVc&UB{hVZe zTGR)yfAJN*qRi?OYzn>4<> zTsm9ad&P^g1jK&&#Ov(TEs?SCSdaB~47PxdDdc^n$BEd#y1qeWsR=Y#ilwo!uFJ0w zuksVhzxe~W!ZBF@wu}cTX1t#ER5{fcUX$y`$Yw`R1+# zV$qN<@y)bIL7;sI*x5vhy7V2<%_w-eJw$#??hj#8)xN_edUD&So1_7<_W4jZ8Kk^D zbE_y*7eU8>(1QpNf6gKy>d)%!3Z)_42XZ>k*c&v*C+3fuyl?Y^GNpfB#{;(AJukx5z!qV%D$RVm4*A zt$Ev%(NauZunNWzcV|G9#zI&geQ}-chZ7587V{ojoCS)gi9Sa^YiHR<-!XP|hFGFd zS6U(w2YSU)`x&}!XK7qATkAfgx@nI{B3y!%O6Nb_(Z+eCC$r@g=}hk|Y#V}_KvhOY z1^{e9EQAe{vHI{P``ndW0p9V-@%O~V94l%Zn%oUA#;gQZ5;89+GnrBi2jdX0KnIew z4WH)<>0Dxp*>YADI}XUKGC0qkKkQ5UtoeGPcx_ye|Sj`-eQyXwk`1BLcSoAh4bHim~0DAXe8wK!V|rRk@F<^@OG zM}-W(o;N(RDvb~Ul$>^Uj@e=AHUN^gQseTtc-7{%zP>&rYAU+AF-U?iQjwExs2zqk zcwmPlt+oES3AD0yk#ymLQ;B1G0`sMwL?4#~VH46lk#VD#ldB1#(8pn+=#eLpZ)wZGH*USrdqk$KKVAuiO*+sTY2_Hy;k z6uDxzjISw@6f=1(wU&b9F5kL4|L8`tO*Ca8naT5gB_a{nm)k3#8PtE7vCEND^duUy z@-<&MS8R^0+qlveNs{sUu7=HJ7WNT2Z?12P9NzW3R$Dnu>0AJ@f(RlcEC68(=w#4! zh|~p$f>Bz-wciE%9(?@cc(F3j*}%+UY;0_x9824@utrW z!p@J>62WiEYUJugK|~7(2$+E+ib2BNkxu;kJI6We`PJzB;)~;6kXbOfb???L^fZy| zD>+{+W^e57JgcR};>vekocsgAR%q#hehS%~xJrMM#Us62AJ&S-2DZcLcO{73-B5~I z00L1G5x}v)0;4e*YI3V{{SM#X?d=|VmCB2sTfblwPQ4t&Fpn-9HzOsmu_NMHK01nRy*RL}EBRRB908e{ju zL8{sbk_^39B8ei6FU!$pgICynsH-z*jJgbGLVvMc)x!LHoBUrA5BzQVP&V5K6qB^7 zs;VtioHl?XZWx53X$OIjuEqs72c08lH!#A_g1(NQD0*3vl*c((X{(a!{hf@i3t?pl zL!={W8ev^p`^*mpOH^M%Ml zTiEgL@f;g@-0sugWq9EBwueFK!1)lk3x%`Nsm!b^-WzL3l*C|xD$La{HwC0LNx&Jt zKiC^DQ2BE85vYA2uQdZ9BU0NSGL@-2_j*1)S~0Jc8hDAAs~@B7mjHTh(AB9z0^S7(QBn?zf zytZkJ)@khRP-|v)QN$w!G47aphWu-*vD6xyf=SAjz6C2wbm?!zK2aWOv?vE=n(u$^ z$M3N=?9UGq({mdOj}mjSHCSJygX-KX+2CeGct^8)--+1#S>5B$+|r?5WM{ZeQi#1Q zg;|(9Y8Qqe8mQdpjJm%O)Kxz_^e#uJc|PHEEU41Ch5M0ifq!0zaWvgsndv5j);9r} z9F!y!u;9V|j?gbJ8|5!Hi=B$i_p+#~sc6s?9M3N|L)>jzRT3vcbxN)Fi~9%8B&cL` zWE1}A8XqQ}9F0BLZePoIh{oTV00wfu0O6D0PY%TGU|UCk^(|BY$S<3vXBbLQ7h>@g<%(Zlsyp=F+ONu{M#Z*7i- zqsz0ou6|n^pR)2IYh`tx6XHb|c3D1i-E-{EUw(V>r}V8|B8})M<174D5C$XeQI#tT6ZD__DyCOH<>!b&8X2%Y@Tl zR7|n5E{d$F(|FcToG58AL3+)}))JS=#}eUKbZ~n|({aCv;s$?C{tTkPo|YY(`r~f* zX#!E{U#>Rsa_&rNs-b}jyb7h&h;u&0P88bcQF8EyMt_k?|?Y?5XxHiBvEE-41x`j@@d+7q^jF4??SB`FaVPPR1uDkpGKzbLcGt_60 z+wi)od@Hr}=8AmBAM$?YbL7XsX((ZBdfn{^XCW(vwjKx<=T4s?`2eb@@Y@Z6@rcjMXC?v>C2nBe_EN)zdN`#38XiCctEw~aDMm(>PBa~vQ!SF zj_TN@_xoARK_;H_+0b)drXPGYHl@glU?DSR^|zKBrY%85FzvgehwD=uiL}MUrGG9FN z@e;yKPeZM`1%R=a=m?E)pvpIWol9qBY0ro(S-rIxx|;E3q$_C%rL zuwuQ0A?FKX{aIB{SyDOPhQ|*@5N2Q0PQIu$;cB+1pLP6l2{|ya^N*9)9Dm$?`+xe+ zZlZ29K@MW99f7uhe5bZ@?u!=qA<#C5#m9T=EYSQF1jbypoPQ7bFO$}G4#|xq7~=a5aw)%h-|F|1mU!CvXo%i%HFLkE2Y&-`^6LB{Xz&dQ91* zFP&DqblRF+Fi0XLhoO==TSq!R9rF@+cw;bPaPP-s;Bw4;oTSy46?qc;Zr^zSCiU(Y zl}mja1vc^qC2Rr8+tc{*u4UPLk90>zmv>QU31M1d&Pg_yS%PQ|CHKzVN5xy5hEYpe zEa}(Tt{fLQ$A7u!&cFUV`NMN(R3dku*J}R)*^?&$i^ZDnke~kNw|#Aa0skvHB_$;y zVfUkV4{>7dGZP}Ri>~4euHyQq{# z=g!dlB2ZdddZlUHXK#s3uXEpY&~tE+oDve7g~tE>ec$*1Skgekbmyn1$JsG;HV=%qg?vuQFua~C@)1YeVgsMX}$gbXYt}To;6uFQL zFm1qi^bI@N^g>(3=2k8(Z6ZNzp;>r=?q8RiczQU-Quf9jVWzIN`H^L)Q=1RHdxV^f zt4>pD+7YRsjF{-swF@645uP*f7g}~^(&5T|sNN=KW-dnds7h@N=IOp8XHLxSXxRI) z7B6vJiLEq(1b9_GnfkAJSV5qmu9zdv}xhUzxKTF=}pwq0f-9} z=nQ!UR7U2TH@DL)EFmtGfeO$GgxOzaon^)D2M@2Vhhwql67Z+m_Yx#%;NrvO{|a%! zUJ&%|AKpvQ_b25~f7kz)V~dqEE&TUJf*THU0NIl)R+)qEVyyj>eC_f6gq+_V?TEub2P4x&7hqclQqj{{43Q z>!)A-9l_vdf1UmJ5r=R7a{YfIKGf~}{wFY_P|}B!j&0xJzwdlc|Nj4%ftrC8^uN!) z7#_ChtR10Iv0bhfR!a}v~ z?(Wtgn%{1Mxtq5nUTY0%HF4$GB}`vA8~0O8TiSPZSE8nzoE)}8?`=eEEYsLk)cq%e zBu!^$=LWHqlA-_i+tgh;j8U<-zaoP}iOzoc@9(ND75{rkFI)e|>7h`fLI0P9{l(vd z_>mTg%;^|4dUKTv_c`Css%gl@>d{f8fATQDb+sb%Xpx`6(V6!L9m;9IwVYbFQe!?) zbjC&GFhH92F}C%ovc-b%@Lx}*ru<}2zN*&{TarFpV53VK)tvB=y3j`H_YY=J4sfWS zy`iF=32jp zVs4e!@Q}IWHYJ0MH}UxW{9}pP*$SW)_Y<`Knh2$3h`MrEh`YIT1z9naaQgq$4v-v>HW2ePGnM~3>dSi`F`}wUXwzO0ojCPs-#fB@l z4NF*Ds-a2n&ih8|WuWrPXMOy%2=n-)CtPaB>mBB=3^`nVy<9)2N$czCTA?8^7no!v zMnUTqzy*aywRARL-(15>Q7de#H=V~uM<+nrdIw@tWPf#Wv4(ua#a8G;3V-?Xby(O5 zeb?b92*&R0=x~&?ij0h$hAKn`^k$~6t+}SAr%!{(qa6yL?7hXx!amUFs8ivZ=SRn! z`Sz`_iK(e2R0ehO?#q-f7Tfk`LT>Lv0Loh6!H{%mzwN8j9N-TB^IQOSc6J1N);5nluy~?ie^V6R?m5!_?=scr+t{nNeZo1qB}x_+7I6k1?P-cI19$oM-|yc~ zhVVyE=g*FTZ?;e4s(FKJ+s8N5vot0t(>MT;FVO5999g-!N)aX)Y}I-{X$piA5%*5# zj8}gDKpPFpx2(a`l$6)-8zHwGjwSZac7d!ct>)RO5;qb=oN1B|wfxs#e+_&2^6R(& z2%lS^e$X}k(x$g;EJC-?y88+SYY{D{pb$1litN~s;4`e!1J#?g!`A%TrZ-&q3vrQC zM5I*JfhM-peY*Tri6kNFbFt0lJgZ01Qj;g9?ThzQN`FbM#geZoRZKrdGnWc2P#q_V z9ZhW0;$wXzId=QH{1m=g9@pG>qG@0d4Ak?c4|}?cbK2Tenqoy%#hhn^C)Z`q9czl0(1pZmYOuN*sz$FU6!*Qm zXeyW5D7iORCWPkXcn_P)*$=K?!PUrPpp6 zasg`x?|b)>Y~K#=gUcw!3f~cPnG3@cL-E9Rr1=TcmT%Iqg!DtaEKRz7izQeVW=R0T zNeD~Lsu4w%pO6rJHWeGVD_63CpTtq8d`t0Ew2=S6IXEMjon7rhDH6}A?;-cq;L zb@Pct;xrIt>X0fN5$a3)@Zm#{H}vr?iAI=AZxKpLuF^D?yS_1?Mq>2a_WXv?44O-) z>N_ThE2&z!s7=g;8#+$h_$i8@q#ZwfdWr%yUx=V>-)lH{642OJ2AWl|t0X8y5I@`hotO;alOcuGg~)d_IjAMHlfAkYww3`%TMiy4=B{o=L+b5U2NNgycjY#utKCow3&zpOX(H2nfwK0HD1m!wQOdBMz z{li6|{mt-NUnweg21mvVy%~Z8Z%~AGwzRa&Z6J_jeB4>I_t?XS53wo0h)kAptVGks_eR6tpsGEtmuuH5C_|B5gN2XRhc+0NJI($B= z_9@?~_F0V6Yr(Ixt3Ts&N2Or9J!?R4o1DIxuC!~djLks`#H&j9{yZc9iw#(GAOrt6 zB&Q7A+}!YB0d@bbfnuB9%Zt6bVtjn0w~KfvavyIVtn%{kw`ZP(e$Y^KAhTF;|1`7( z?S-)TWn}&W?8hm+2amwoSODI!xHN}sFuOTVjxOv*{gO5CRV8yUr=JHyf$Es!=HBk~ zu`0iN6G?V~o!#1)%xt?h{8qk9u}wmR$4{n)5>2ZW+7%WVDX-FyyTV}v-No4GXG>z! z6Th!K+P$9z$tiody`{p7HodE%rV|vE5D{@6NAUPSW^Qu&1aw9=H1jB69eZs`iacz< zgUZRvhrf978>CE%F@lpx{wylCwzdr!bcQZyWe@z^vU_-RwEKq*2uj}7)t&o+D_XAc zPMFiFl7WkuTo<5Xi;9^GPvsHmug^-T)&K;;~j+W7vmR6oiGwB&Laj0M@)EFoS$ zlm<0nSrmA7v*B3+=jmd{n(in{HNR37!-CrLnaC8MxNc99|6sl5LlZAG`=7@i)H%XP z1Mq^v=r3?%V`q+#Tu#Wa@?E*Db)mK16PeAG$W>LI}tA~!NLi5&hM^0ao z_PcirtD>TUeDs2%3Sa^C3n$w6yyu_UHhF^3vVpi*Q{wSOL>;pBWE3fyNnx{@-L1!Dxt z?i@xGBp_lELY$l#V?^oS9srNPBId5-lIt}}Tp4GP7zoj$r>6%entABZp$?oOuxuqt z(0?g9Tu}@fR6P(09%aWs18EfrX8TNLZTG{27wO( zb;nC+w8)hH?KcS32~=`IH2e}~&_7`(tcB( zud>6`;UnwT_x+%vtb>}tK!sb*X8_ArUFINY0$@0sfOl!!0BPP0Y*<)W3UoiLyqpgR zIHdouh8`e~YPI*~5`=H(w+G)9&pOxA($X%27WW#~5qkGBLEM`28R-+{1TLW1W*W*{ zlBV8@ih=Q-3m8mWU#SCl>XszPT0UV9`MmP3bWcZ5Qk#W!AFsQD8QYBPOP>@wB`9=h zV0}vP$vKU%9nb23wR#uDef|s$dJ=A!)Rn8B1({HNu?+xa*bj^4sZMto1E66(2yrnsz0qPWxloUQM?qYaN0te6Ugt5ya-=kWwMUV6X_>g-4@IfaWO_?FD@!1OS4;QB=T_ zTxZW-+kcd$13G((JXUQnO&kZs*M=VRJXu;D@W26#(P@%^XWhsjmxgN&c&+LOvPhJD z9Be=~{0Z%;DWELX;G{Q@Ao|67t!V4RoHBEBBO1mmEp7?x=;%bxRjvZH8LBLq0Sz~| zp`#6pRt&;36CYgroh83EI{*Jd!m<5JO9Q}@$bGVV_Vz*A|IGu- zxVX951xN#f0L+nq8ZBrOZQ!%%GD-(Lp@}bp?Dz=Ws&n;YWvNYsNV1Xa4e8^Jlm~r&{>3cz2I##{ABq2R zx3?I&ZBHU`7CZVt7)cH7%N~KR0Ipa7K&NwoR~!&Ya&iHlk_p(*P%(j1@1n9ws>Ix< z9hUboKFf6M4`r>tl%h$+--wHhJ2QKWqtMgnsrO1`j@$#WrDpxmPCgOdo{$zrR~O_| z|MQZF1e!>+;i@9^12~mIW`xEJKhT1(pKqfJ61I@`Zi(Qq(9l;9xTb`v$$=o9$bixe zsG#G(v+kg66FPd}5e`+wc7wUd;Y8Y&)m2oI|NL_gxaFJB?ccFlwOZ-Sc*e9jHUqg@ zh%8HMw1AbGj!tGrhgu-3lmWCRbionqjde-UGPIPuHuS}Iqt+oMZ|E<`!VTcKf)T0# zpn}~Q1A;grBCW4a4-8&$kh-tXv3{9Kx0lqj7JWp>0AUt$iD~+Wy3nil2Ol@4$s|&^P&N8TA$ex>VEF z&H%ayNoXNOPD;A={_dMGN4oTOPN-c%4r5|$e1V%=9yIr}@dtJlngAek2Qfr4^X}Q# zw0_Iw0_A9oRH>!0f&k5}Hn;AKvf&Nu%8I-j@&jLU3EsjOy7s@EcPPeTg2F}!i>#jw z={V3nJ=H$dfM3-$G?0hZgz9kf@+v`3wJL;Qpqbbs8#-$&S{eJHibJVW_HJ7svT^K6 zB)YnLC2>v1gtgaZxkVm+>Kq%oP>>~S0k!QO=XW@&kI_@x3iAhrJG7^8<97^fX=i8z zZF*9GYC&jM@X=-9Ey4U1MB-+pZW*7VVhY$0B z&I>C2T%78cnB=$b`jKnb-zO&B)(W_BSlf9~fKJuE)Vjvan*CF+oLphb=bK|=W1M_^ z%C;rCPzXXe0w@iB#?S}@+rt*jQSAIuDpaj&?{clrObB|@vFAc5QyzKHe(*-{T!noK z%Z61v5*$o}CUGbDn&c46_~-RN^wSMC5W$3=fG%r+V5n|j;N2*&Omn?TM|Df|deL&)E}H8R{iQB1&gx>G z7E@AWI&e7l42*8Eb!!BV?&!ShRdCl}d4QDV0iw&@x-}%R|C6s&MY-&<;;}%6m)Y7z z>#}0aoZ6S}{bjIWoPfC25-S&rI;n)?v$y^kHS*@c&A*=B^mSVtw*W>j-)8+~9vpRj zkJ+L!kW(-94sJ!9(?azp!$PNiuZG$U1cIE;R?|n+*A+U~6v$HwPd=t^@#dR+F*JjJ znQuO6$YFCDtB#qhJiT>@OG?U+3~govu{fpwhpw*-t8#6(owOh!N~bg^pfpG-B_iF@ z-Q76>rAxX+KtQ^?r5ovz?(UBB%x|B)&;FL*nb%s^#SfQ@_npsk#~9-tHz;vmfkx}BhW8AopUH|4mT?11= z^8Sisz`$zHB%aPUL;KhE*ynVSdhCI~PUptT2>py_BftoIrL8WTlOLIFdJ zS73590CvFuGp7OA!eI~{jB7QDOuCSttbi1%2zW6tWN89w(7b{I3l1`is64ZeO5@y$ zdu+JdzP}#M36IA)(^yODhjV`*s+%&zMLlJrp`8l8m_iF^120J)*4HY3l#q}U6Y~ci z204H-!yw~R1<(BFmZT+d57hlCQrMFCSW=UQ#)cxi((wu08O27SJtN7py{9cZuGc4) z_@fE`Pf!Q@lKvEc{uB&=f)*1Du5E#YY{9_TH#j(v>O7wdr1fgRb|4d0eE?i!8+eRl z!$NjVO^rz>@)Lc=z7bGhDygde1o*cZICda)iHAuxeJZcLTrkcnn*WMZ_)Y~JJAbpC zfnqQHso;~T;~JXy(YQX-zAeQ*!BlB=t9Yhr$>SPJ9+IekfpH3N-?qk^6A2Z>Qd(dDc|RTU)&x?JvFiXRYa03HpFT z;7SMRkUzkW!g8N^Hb;iM@oYl<8caqPz~cO;Mz>0UQl>Y9nOShy1K;UEN?WQd!K<#s zxyQ%D%PTD{9p}IZ6O&wmRt_mrkJvlcR9OmRg!vN@$#@hR^sU7-992DCW&*+OgG5=( zVx^LXMggeU3pMMNLGd;I1@&1>#DY@OSuVR@rD{-5qh; znf8v;jtX>ObXAVc;VV_S3sx zgM`lSxp#)y=kYu-Q3fyFg;WW*;*O7x0mPC6zGIbWIvF5P_*9Vz&$0nZzVRo)Cc7;- zQe@-2GSh+1ybce$zpwA@lTQVAF3f=ZhMkX!Wu_E%5&q}%U1b~e<{$^YU}jc+`}S>s zQ)UwgSb)o}bUD(qoGuduQMgtMz;&ZvafB*BJ$`&_2ZKHUnhi^E7PA6o8hM3WpU@sW zE3+B%U!px&@{mTgQ4snw^|9iF{|uQ3N6x&e@J_X&X;&v=r7!UEWU~BIr!-q_JqfH2 z*lm|ZU~vNlN$;Jd{`(S?Uy7afjzYp~%p3%z2xHTooyh=6RJ}8OpgESG_V1uy zMizMEp`^UZfU0l#$aUf8j1hAQjT5zfV-$)?rD{@PPUFtAv z4`CSf20COOpoZ`y{pJitJQxH7v|!;14E7I)p~9tD#Tn*;yfRy5so>?+1b7(rPD76p6mIMXc*b=rm;X-l#NI^n z9fwS`xFLP(=*mO`QX^?}0{3*3pvo@%EfF$MvXbqi69N=cFV8s_Gn9aaj0m5i=!pEEv0r@0vG(7F< z_jyyRGW-c_w)@hX}p=7lBXMI@l9W)m?9OI1t-^!w`D=~R#er9t z+b|Z7y;zcbo?pqfh*OKXQC6QmBj4-B8KyKk;_~0xC#?M){w4Z9VEyL>U??OG=%wYZ z?z}*GEj^S5_(fQ!%nv4L|9r(1ayADj1n7{@0Ed!aP*AXTAw{tznR@y33N25j6ans(*Xfy_L@>{Lxh{Lj*b1Autm)PH~hUJg5SxjiU}+g1-h3vT$2#q0!t!75EhX)PC; zG(n>lWuP{)^g_WffHW_U#n9Pi13Fp}n`FSiG%oMmxV@u}xpuUAkdX*J4JZA$A%nBX z`!ow%=Ng|3g^S7v%Oc32gACM_sAcyAnVyY@xz{vf<$gM|GJUZ`fT3XIaoR2~74g5b zd*69MxAc4)_`X!wu86^M0$?JeaDv{0a~K=PyIRcVkn!gV#4L%bF|GmmGzZD~nhC!x zpTP9s5(Qj}985oH=OyUrm>T9?TiSQiT*u?i*$*<6ifVhCQI*f0B{f@15OJ6(#uuQT z;^E$lHC}bRl^D68#SF7c+U$|O*xpcy7(uXJ-C9!OWj9pxN6vEnXZY1414^R|N*pxP zoAbSy8ry%x+T)vR@AMJ7fL=@KIE)P5`%}PhgWmprzB5rDt<|BlU4^MK$JVdxpi=?IM6S~2 zUHE;~*>_Gnl^sB*Zh~}4-4>YYO#g4^ee)cMw)+%t^pNH&XWV)){^a~7hJPc;e>%HxhRqM|EEH%LU5D-x= zoubR|hfpqwEdxhfqz6+{E8x$1rKM>JI;n+S9{r}W)DLr~$pb6q%&V(kkqX*Tj7GIY9H7BBnG~b zIPd=&y8}L~bviyee2@PQ2W|}@1^Man2Dz$qBEHV$GXgCuYK-~ZX zx=PDgPFR5!`Tj)tG>(R}h|{rTF8xJX?zz)L#EEKeZy^24HhGUZm5v+n;D-w?9wl6- zic-Dh%9(LLhyrrkFco5@1M*0-J+gCYPud6GVa_Ty+lWy4>SAE} zjSu1ej%9G1c^ar7H~gp7dgGLcbb&seVjKniYDc<>;sp~=hP{~os+|OwO!`!!<1;ck zTK}41n3wNHHSp@V$uq z3qg5;a4i}WcdP^l?T*7_udR5sIkL2Z^N_6fSr|1rT?0n4B5;K~sV?BoD zv3~?JmV|$?qMHId6^8G@5b-QEpLrc;*Fu3Ab(+zyR&@!;9hp2Ig`1o9H3r-)8Yk9N zHY|tNZWjdED68|YoU53WzL37atW%mOyRr&&dTbVlj0lhh^$iMfSAon!=&tNpeT6!s^Kd#<0ALAuWsS( zt~d48Ix5d^jM2}31YB#BH)2g^;hJG2^pM8|Wg_jt|FXmcU+X41NYfR4pzl^xGy&sm z0KJlxkdVmNd|;A<^%e!3jx{ri!Ye_}^UmC`XvI$dlG6HCrT#KLfMjNNQ(3K>p+1cA z8q}k0d{VvVUskW}rlJ(L9ZZV5a-YU4EEVJCx-&_tr3bRMVP}amW{DO&Yr6bpCLr~F zYE3bHmZ2WO@1UNaIWdYE6_JCrNkVs4)+=-4%SoMZHd}#Y6ucdgeC5zsm1YrV^U(RJ zM3~8`8U;_PJP<{|^h7XWw1VDuXBWd0xN)R5qPWQKKwJm_n20sI1R$MykSHf}*WPg^ zpI{@$+p2#CI-q|9Z5;6YByCledkf9lur?4_Dk&)_jDl87=O^e_@;Vj6h7{YkRU=(J zG*0#(?${{pyspks)#PoX)!m6T^U6uO`dJL}n_m`S+e&S_kL^DQjLQ0SW$|0(5cL-) zVWH0|8%@bO(HHonm&h~SByccIqq+PL%fYdGA4ic`wTcP?O;jH%J2%enMOl%|&lH}E zXFq#gEvkxVw`_Y#EH&qbfBc^RPU2sZX*Kj2L1f|&ccZoK_+raRpj!bW z1KMG`UGB)R3;sW!H$Wv1VY>Bd24-b!py|$1I)YMDD%~VI-xcSvj1%x36+LK|j?)#^ z!hM(7R-r>36Z^Pl>R_%toMl7ocP!ne9G)XV#V2+ACMo2KN#aHWbMLf9aoyp)IGUxU zIw7`X+h+<4Oi>(bsM4)M9~ z;M}}Jj0m19dM04$m7>n9PP8!fL+(iGI4O>EqRZJ${C=?9(MiJ|!IwIgoU<~sh32LP z%Z+ig#PK}v>-8B34{t#F<h&`fuJV zTsLblakJSm;I^kt+dJx$4NR2&_XiYU)TG=tLO|px3)}~T z`!8PAYF1qvivcvJ;Id|YVY*5Y&(2I{xG?yuu;pG1x%DTaebbTQ8rs?>5-av3=h=ld zTLv3&W>Dj@mRd{1*!^N0#s(jxFx62Mk_2%jaY!7Htd5Upm0)!;FzhLi%1s z1ZFCZQ3B!zqF)g-82++!m8c=H-QZRvUBnO($Kk&V^OarU!4XTsA4z z=1=av4e|8yPmrfwT=1H=ET?V(O-c4_a*c$eCac&?RSj!&4ujTnU1Jy9nlCzNQdbJP z`ZXo&eJL(*-l^^+PP=xAz0!!^jJd5#Wkh>*W;p>yKy~2K#XBG4CORngaJ(!H@w)L< zQ>3QD#6VSz>zIUIcv#&A7*Ee}v@aCS{7P$d-g1biq5S8^PE7WR(5huYd3iLL-Y5rf zpK$RR)~DSqr>$ARvvufeMHMmje)L2+T-y?3L2|X-e)rw(u5OXc1KO`;!gw^ENqTVS z-KIB|$ziAwq%84=f#VOxxbN^b5R8y0P>dg2w0--~wr?hEZI*)jkn{YYHRObn*|gf^ zjm}AtL%4XK5ZRf@8%OfoaDF4XDBqV3H1lp6fpLozoKR>F%0ON z|CY-?6CD(|CW#P*Doh!<2nIZ|va;4%py(J=)U#wkIriUe0)mE9DXD?k$FJn_`56z(WzEjkwPMU_O+7#q%v>qZiZd2 zNYGLenF(*32|qn*D?WHkGILBu+Qemq;1T<*j5{%hMVb5bQ@nY(0JeU_PRn~p3!A^+ zm3POL_c4|7!vO~Z(ESFFR{h+B1~icT1t>Y=ZsD*BkkV2|zxUtoT=NuJ`; zU0o7vU&q+kPgE6y7x!mbnmCkg9Ro^?=8S3kc7xmpYRX;W%vQ^h z9Q9WtSQE#W`12C3@9JL!{`CpnsKA1s17eMprh}XN9}!43FgbP|Z6sSPi$90?M2Xv( z+3^)$r;u}+)T~v!hL;%}WQe1`05!K5gF%MWs((lvuii7_yrD~nTUntleS!%YV&t}z zuHx*9x$~6edaiAy_g7%nl{a`zpDojy6fEwolXVHCNjR7cT@!c=So8_vtL zsrnb8wZ*+@^BE~E=5WxlRA^V4B>`uPvxDD1wdYSULQ$K2mhC)SN+!+zXi``tmjaeL zN&X0GEoCf)E^!%82p6ZjK{mni&-bD!&0}4T-_z55fGRL`WW?6$OCSl|BPud4Q+x<{ zy+%D;%Fp7tvQX`Vsji|s!u##gu-iX{eL3~i*#G=QjwTs~vOFW_^t71mEbFvdP0f3a zPABkw(B<>z&wwI%{ra_#Ypt@e|1vWqLg1Pnh=CzGHr*MO1NuPfx^COYI;M!L@=#n9 zS|aW*hU^9(f8HRjvKU@_El5Dr2p|ym)rkZ}yxK!F65F`IU=~6PO|ac=AEO z0_d|QqU%1Ib*|mrveW7Jzssa~h8^bEG5(-0ep*6KKegNI?r=F@lRu|U076ell)#!a z3q%%D)ydCE%{PMb45?FAC6N2o23x)jcg1Kbt3_eRrZg#YE#KpT8%87Y5_+Bt)cGlF zUB|c*PASz`nu7j!jBlFg5zd8tr>ck=!qEnIDp2PFs|fW4tvNYG#xQvLPaZdX3+>9-e6RM4cYK;vA7^;3*#upiZDFUi-Fn9J`tb)W zIN=MY+d2uv7itNI47R}-hfPSyD`dngEXP%jC9*`1DK?Bfw||+e?v~WQ(34En{cd2; z^dt#Wwc=Dw(Ky`X-dPw8L%5?jv29U0V|w2AC#(4WGQWtS>vFQO-Mv-FAeyjODALVE z{9Bns-Sv`=5sj9YG|}2`1qpG@d&TL<-sfGwGc)xqs}4K27zyW#8)S28yQ;NcQBimU z$~eY!`X)buEYYt$%dpG4^{ns1v=-tBl7;{e0UKF~8^|(;)m- z`kyxtJ5ny?{H^!;`uZ00+tpB@fWHD<`#W>^*t7W*mPNb*BBRx$1%WTjWEiV+&x4~R=arDLSn@SD@d<+k|&iF%K|7f|b6 z$&+{a0DAdo2@9%90f~%0TztF-ne*_XVpI53d#@N+%lU8^iQ8}h73eDdB@=+Fqw*Spwr&m2?$Dow|+Tg>9CFj-ttl78% zowMv4mc<|8%NOEP_Fy7ctJvUoTGcnm406W)Y4Z+`+5_Az6#N_V5++V+J&TB15phIF z5|~CsAzpo4m2T;;+xJnJ8JQq~=h0(#i)|Dvt_JZe*W21Vob^-v<)xT|fuD?zlCEv9 zqx(rn1Ro76VQwX)k5wl;!!Zd7EA?!_UPnf<(D|+to!IWlr<{s!GcDl{`S29GFaD~A z8GuIt5gw~lHT$#IY2cNNuqEiP5vM{tmV;|Y)%(?qbTxxtE!2E*SFu_xhE@f=T%UYh zTxC($_w=uG!c*8#STE$cu<`2Q_!TbV*YXeI;wUiAR3c||)l+qWNZ-b#VclNX(y{$^ z{Z~3E1Z=CD&`3#jjj-_@e`u9Gz*YTvn79R!+JTb=coVzlB;2%+622V;TwDZ*kL8q> z`P3)lL(LM(gz_OhxoS~SD}ysAy6)ZU`-ZzOm8P_eTZmtjcp&n%sF)SsGe=5lx-tYF z(P6?9w2f#$TBM=N!!4!KqK}>@2CCYI%k+b_Y{*^*7hVynjGSwqL{>`hfF;&RGH20n>7TeqE#?R?IWUmF6qV0lLsC05R z%2<|uZ@dY>BBOyU^7>m=`dhML_&kX>0^Nf)IY{WsoV6vUH@l_7pe zsmX1~E7hqj0uek~trluD8_E!|+4XMgm1KigP3GwMh9?kd)4_+jwDKCt`9tIp|_XPdy;8mbjvwO3sqk2!}T_0`D*(~6AODKhk- zUD@hQwNJJgf7?HkgNTR_cv?2CbXgrBOexT;$MgP^iaG047dl?}El`|M6IiNf?YbOb zl4!}$Nr=5hdgy%Z%0Up%tf&bk+O}jw2km}Y`+RkPk&;kJ7L_Z3g`U@&q8^(MD_iypN&O zp6h=IeVp>3he7A$<_1=?eD92n={j5DIO7NRO9dy`%-`V+J+{%LCs0k6E*ZTbunxLm zoW4B?6ey4(I;Xx4n>3zp;17P>IooI@+#;MRpd`@OmR+X)Sp2{ zF#UGBEPz&y(y1}9(97duIqp*bvV={X>!E9z$AXSJo}uGhv*G;3abG=cjk|bxK!`mV z+u0F1`#Jv3zEdg-R;{x4ls6glYAxU zssHLgd!GA`;oni$jdh zZGBtRiMCE~^rcjBv?u*RNC9qlycz+HJp}xj>@D#D*!Tt~{TRU;kC>)ds4^<&zg|EP z&Jb+o$&!!f-b0>mMQe{prkkcfgl4F!43X#e(F!8nNV&f24oVYkRIy|hg{V?SupBOL z?`+NUqnNYyU6Z%%F%-o$H#>x;J`x+lcqclT0ogqjgMM-AJS=j+d^{C}>NBAcDm8tXkl)``5J)4D=4wmszWP=3Tic9C=v^ivWI0mTbhEAu${C$-c#7#C(pT0Wj0>46?K9jU3&{0@pqFpI!>ht^wlXm_T>{NAO=QC5 zEhQ_D`OL+M-3^>x_yAq8S>nFkyz>3xwkuzi6V|Nz=~;izWR-!Zo0Ul)y) zoxQ#JZnnA9)7@5dyOEz$eTFZ?a$=x5fHPj4^7<`+0 zpZ$H*(S?aH(>ey?ZHXRo0@r6Ra1=Rz)wt$=R!)f=-SOb`PPJ}QPq*05k};HYX=ov$ z`6pI`N&k++^@sNjBZ2%;)ITk!+M*t7Wn~xL{9Fn32`4?7E?IwSmna`<*!^ljQZW^5 zeEi)$IjM_;iGV8Xd^Od@v|t(8t8Ty;QW-S$vr8l4%oOe2JA`IJW{TG8#K7a2}h#)W%|88k{Hx z*JEDH*WtpAfTJtDcX_*85BI zvB{T%ng_$>(to|S`6?X5Cp-g&tb|_oCu!xnZO9P+5j^5*H-oZFuFx)he|x-Z#TfkL z)9N+7g1&Z^OotlxxTQIR@HmlDSAOHx{2uOEJ!Yer_1-A@<>gQrNmT)?zWPTy0d$UyTH2^_r6v|uE56PGpLdWAMrlYk^9`Xgq@M1? zn+sf@Khv>m1vZypLGQh6`hN`CZfaO6wNFkUl$26rSci6GCEqZ{IpY*>jJI#X1;u%^ z(5N+YtI!TwEf8ehqX4;>xA{&^h_U{x|^$+J=P>sVe)>|UoTB0+s_w5 znZuxu4jhCw@S87@5wtK0j)|`?W=&9>i>_Ao{Q3G@oyFKC>eSXvjIA)Omg5l; ziTWwNW}5Zm53J#Wy&o>(SQvXyG`^l4K@fI-hD{CYJPLOS{!wP5mMrC3#2p~$EO=$_ z))GSN{5#!mRvAfXV-WBBY;0-cX@Z;+>!X+Dhy!ANwh$Srhr2@9McPTq48nHe4aI^Mg$@ZlzGM4(PT6WwXzyBDQyVi^2NC_ay zCWWf<34W(kDsTnUP9BR0mX#E>;k|Ng(%k^rv@ z-$ILsnSzuQ>d_ypDi@{i)KHW6;B9&I&eWG|lF)I#7w2p9xBu1xyk6~f_(rH(I_;&M zyHuGS=o6J0k=(ejoS}(lWq?fsZ-?*jbRsLqX(^l{!QFeRiV(6|-VsfJF6a8K4Im(fNLt3xl! zf!ldXW=*XplF1&a-f5%7tm8V^h3wH)VilL(xSo*hiXd6f7`Mm7*^h4)(4*Oa@(fF6 zlWcWpj{-E>eal4N)x{z z=20x1osF5okWL#f=0)EWEFty5l}g)p5DqIJ$-Xjb3t?IBFm=9jtWdHh?r-T;Z}eK{ zyhR!=VS|)4TiMCH6a>p!_JvKpQ`({hX%g4EbSbn^J-F#hbLlg~}5D|TndYdRhbZ+-&0szM@XXPSxk z2^o#FdVd%{L;If%hwJD@bc{4|hWn%-4aL!Jo`wqyv-tP1xvt-IXrg{9XW=wh3H4g~ z@1Uh@>m1-%NLG8h8ikS76X?f;l=mXIIRp%1ST!7pfkjVzSvSuq6^uid%mo(^TTosl z4DjtC+ss@xO0FM5zsH$gG^Gw{W`6bm>oPVpHZb`@Itjoy%z-VK;x7f#bm3y& z@HQae<_U`p5~7V>0V08yd3zm+0y|{DQfGX)3%TS4nS4(J~p1q6n;$g2%R0>a1 zZNmhUjht!R(=HwFGt`L5t|=slzUnHzi#TnBq%FSpWHNeve*e#`l0mNW610qe6HVeH@DHozS1%Y*g1S>no{6-$}i=I z4Pz@%sVEW5*-&SWOXd1XSPJL|Se&W7|0i;##MqFw%}pa2aeYz6t10S>Rnh7J{|0T4 zlAk|`R5-{T;J?kb6l9rPmz;c+v~Rci2=?QFT0cISYbx}9+)2Q#ha~TVI214BuQ!$w zHn{y<2uIZ8qJCiw47KS4DbuKCc(+_A3)uWgT=1zf_#^FSmf`8W68(5d3X*y`4>6_g zg&XyA3q zsHp<4Mgvr>Pfv=qGd$t3xIay(?lj!d~DG4O}7$j_g(j%>TcAob6@~tW&FTHL7|R@(ry_|w;k&4!3IfdDD&&=U1e9H z?s5Ye^8RXT&tjiw`923gst1~H{?Pp01vMBB{(Rm7hFx933ec^st@N_8DA;;OP^c`| ztc0=vvs;AQGwlZs&?g0G0V@-)ke7Ibe-;;?gWXpKKs^OPH)i})?T(H~-kkC9Hr!Hm zSpK`M(IX*ftC7^39vv4CeP|-7orGH4hw2)AA@hDiDT$O{CiM{T9`BQuNR;G63|g-{ z0}I*27mz@+)E4}wgX=`nE&COsY>CbF2itmiaQvpO+9E0njHlErO_FuH+am~#zgs=Q zb0)`xd}+z9=_2kSXl1#`r4FuPk2aQ;ZMgWarfu5fbV236tFkBm-Q6J&h^NvKmbz#O z8P+lkDk!u8v-EZ#R-$ti7FkuiT6#%pu}7F)*1l4%vcu-`rpz+r!DHp=zT2T8nMZnR zeNl>}upd0}-@*UfMhp=S85#L^&i$ow!6F#&q+nuVg75)`*kfBEEu*p$ zmmV1+pNpe?`3wJYB);i1Zi0z534@rk1k5Sg)sn~|?vXOrzab4JbkDjxE(>qOOQxb+i&L~3Sd8|b*QNqi4F5X!6#O{wxTnz)~P&2pnY3xZvg+sBQ zIU^c}>1~H+bkljXa)}LQ%;IU72kCn~(%+#6y#9^2{+i?d-*CE+2pi!0r>$9{(JgvAO$SJu5riXk-~QT|Ga#GwU8?A)Q;yK^ z+Vw{9wj^91WFBUJ*R9h3(tX!6bx6(4jGrQPqiNCm zPP?<^Pt2yd>seKIw{6eVuMV2s@BedB<=*=Yk;6Hfzi5ib*Y?2H@3%c@2J1vMJkQ20 zrb>LEcazXH`?MPpIUL#shTZi&!2rNkf7UoN%HW!@?VjPiwsgS>F83$Es{;%|22QoTX9i`zsx^Ij&^IkhB6S(!Y zkhs?(n+2r1rgiKh;0?ZC{Dtx_I;LS|KhhHYNuyPbhHOpn!BLS!ECVPl%p&HuPR zmw8D)o!Ue=$??f9k*H9dbOMEQ0CErOD=djyOX( z6_qZaxE}!4Ff5%VKswxX6lOjA`*$n({Sx^xaOimEPZ4K$1ZG#001X)AY6Q|M2?s4O98N{&~qCwGVS3Yk`;`IRr0EWWLDl2z_ z4Tl18jB2dscTXd^G!JCISqn6hdOtX{>FMoX^15}O*8i*xUikE>D>}LEiafvSP^Ma& z`#%QPE$N%*EwFb30rrmFU}Rmy)%8m5036V?4X`L?2~3&&A`mt;Wq>WSa2;}=XCqw; zCdsL+jD_uNxNMSP#!9a0*d!-uF0ClzTTKxKX$l^pI4j!WGLx$_o|i%;o0Zy9c+l7Q z!?WG9&Iglt5p0#5a&94Gzom}2&CA%+t|#1IkI-p+M7I=9x*N(#732xrz2QK;$V%q) zM){T~To((U_`dMh)YfN*{^7JQK0lU(a?_i?lsYrMmi_iw4TaI@LOo^!lWXZl$i3gt zd@ggSbSVKM&Tne@Rg1*<`1&ztGof@;xR`ZZvBSHf4_QIe z9kKgqFC<^@ew_OaHKmpL)#4KcR3y+7jI&6^kWJ?iKxbP#at6~c^j6X zapG9)ri8?vl>91{(V;Ke7L4&u|DsC|_nB&;tLG7pB#SH?ItBt>7y=;h+b%c}&s{Jr zS>peElXUrb0_9_^xP*Ir3(ukJuzBX=J8B1-Wt^5Qr3!PcrSs8-*WzJwgTHkB*&Q+P~HZz0;7uwsEh`&B>z@$>W&3n7g^VOPZ@P9b&_&l zTOiNd_lOO1B-m0kh_5qpNVF=22e&E`Sk;!h78O9nk$({Fg+IZe%mKEk-y9 z=+Dxfx-+bv7-6cl|H@2$;N=f+DxSK9?%vsi>N-7P9l}b${X)`D_yzfmXFPaQ^S%fx zh>$3!cAg#*`{fSJC&vO6Ru@x~f?j46WNeI@iwa6|b4ZIR_Jd37$<`Ch00ltRM~9w` zVh|uSH)ceJB;{w8V00R`r|o_@G3Q`=fD zqb;!;X)>L>1lq)^a?v+Z9O5bWUJT)$9_`7}^Vn9l5XuJlu^$v5}k2P^2bS!B;B5?9*^h0Wj2I-XQxBDdJA@4+3Zc8TZH%~RLNr>(H z&(wju;Zfoaz6mB8bvQi}=_iLvvU-n*berW3(O^Bx|$i{f;*hf-x!s(eagU)s0?-3d*^le0i}3< z+xRS-%*$Nu&wngevblEv&@{RQT=^H{n{R0#>U6m9-dFZ$0q-Cn(3Eiz2qFTW{nIiK z2gSGd%qpnw)hsY@7EfY);!f9n+IW}~O8ia@Q{FYC%;RXItU>eziWd8|<0{kC2KQ+V zCx4M}vHNY_1B5`>l7MCM)$7SuvU-@#4;vYJClC7#eLgm~e+b2BGiNXo@h=idU)mhv zVPU9OIM(d)>d0`5OBup?og)H3gDa_McGNH2S^33^NDD7`81bee@E9r4UY*vjOF8q{ zJvEA>yKKj0x;+`4y_!`j)TlS0J;!-S#rY>sfX(wPh2^dH&3-+MoZWVBIv~Hk0y7Gv z&R~GAb|Yqj#!eP6PZ9j*1Q6Z}ZikPQh_dR>SdEn*wY=O45{5u9sKU1R!=>W6&LV6A zHdrlgVvua4@(1i6Q`%)hE2IMrzcXUxlEkcu5#5U?-97UwO=h9e>8>KMvA8Bpz6)>j z>N4uC(kURt3Qc$Wan(#iFN;TNb$>xMwE_e&WQ~43><_{t;U>XI>|F@*(jda#zYWoJ z*Em0uA%Pt7wf(9MaEAMto4ZsEy{QIEv(CS4;73+#8AIcsUT(Y)==D4eHJ_j3phKGH zg$LR7fHbEw#?jP_G)z_aAGrVqV?z7(vgsU(*{ae`Gk5_wU4n0AwX3Hb+}!U)MUfB? z5WqZZ^VY_RXWGp{bK3pA*Y)`!%j5azdmLhzV!EioXs>zLz}FiLl=TE#`13 zL5U?YX)?vE5%{sfGNZ?1LOkgq`7`{0mrpQN(gOm5yJrOELKYBzM4Q}4sAHGwAsKbS z8@U9eVfj6AyWnwf;6cyXL)|ES%{~!O!H#=42b5d!T5b%$K9A`emu-u%G?w*Q`AVT( zmDXhLp*U7^r@lFFt$`IsgvWZB!ZlaG$292m8t47`f_kEY=CA07qd)C)L1`;?eEhtB zLA27^#_i#doEQ1u*9Bb5`GEJ~>BU9#Kx?+;vjB*UWR$>)y^lE^HNa(#$F_LF=;ep3@zGg<2g_VY1l=La@8PE;Ihlvbvy z;?3FjvEHTH;MMN**76;C@YbIjyBG}of3ZWm53u}ORaFIqI|dqHXA-b7L-w8^CG$f~ zT1~GZ7HaEX-aavB3z8_*fXZqw>Y(?(_`;5ebnZrX&O+v3;T88`MD}0t5A9tPvi#Mu z%I_&hq?Qs(wpCTC{Oeit8NAQoQk`Xs)I?_d`U!H664e5KzQXy*B*HD;p#6H7G?e|} zhS^VIu6Zi*KuK~pgQND>T_n4Ua^Q^~RClZ*Q? z#NWCu)~8pzQ8sCRRml<~=3hpi(N3U&5Y8eJCyIC(=V$$Pu&P^?v#CRZ<3=Cd7Qs+X z#1%&lTTIa(TS-^M)#26&WotNt&Ssjp<`j|nH+9m3B|3(d56_YJn__QIP?#ME1bk!Q zct9X9QWWh^RDwb6qmG))ji>TOb=xmM8H=<2G;-^>O@&vr+SprhZVdod-vD4Gb?6@7 zzXTPm{~V40;Jx%P!3MY1|CBE5dSQC4(VpSqC(sLLXcv&GQh}L%8YZN! z-x3X*RwR$>(X@4EuMOu;k_)iu`*1YvJ_f9}^9OG8qqDP;d}KMbwTZwSD-PB;Gk&Vr zlp=qcRchmgPnR8JU^-bNbnm&dyw5u(*w2s?_|LJg02rk@viBpG*FJ#9G)# zUpqQIe|)Pg<%-U^X!HJR#*uK*86KpU)5OBR2tH)!)qJOBjY;@<$sUwC>Lu5Z2Fn`2L~1njkqip<=clJvz2Pmp=p=<5C#5bmLFou2Qq%xx%3%~tTEvp zX%@KC-ISy==zg5Skpn`ly3Z?)2FBn~C%U&EPM!%=YPoElX^_>qk=D7BvexGMlc49a z3a|8kts|ru>=vbYiV8XgN|=Wz%R_T4+o<~4u1kJu;iO~6{p?Ee)kaSBC?KGq55MXI zYjd7MXmYaXSv?N#@m1^V)3CJJlbf#&kGGh&LNkm5{#i$MZ%L+FM?dkWsGhTX3_wVB zcJ@PHSoT#qr^kTR1GGPMu^)~=Cuj>iRb^cFeSF}+LMbC~6S@Fj;Q}xyLLwr{ROu7o zDu6I_qFQN&t9`qSFHX8JG0_REb3XtC9XQ1P04+E8PXT-f6LmwtqC}KS@LMIXbRxeM z;v?G#=iOg~QPd!L!;(^u0c>F;Y^mpwXWEe0`Mm1}{bj^MLQzqXTyr)Nyh}cT z{#1qOGl(WXPD*M8$)HupM4S4*IUABm8>i{M4u zSK8(l9-g$m5uPIQ-sAc^Q>z1+llyc=5cV`;PSjTMO&Gr@0_H1}f%EF%)s(|EGoT0o zbUlGi=i*fI1$yvm?e`r6*@4Vazbr$sVH8kYZ86m-puxGs>B>;K8#9!&?x#Anykmw5zhT9UAC^TrTC4HvIlAIDq@tH4983%DD@Nq}{I4$xLei z3<+EX_uiGJyFKfZo92fbNCV*BG`z0X#2X&~&U6Co!*RTUi%1k8&8+$hyQXDt7pk^a<>!Z3djSLDcP{&D+?}e=u!tf9#WkFKA`Dym+EATtq8Fre z*d=)NOj(CgRK5A-#UAb2TexWkyzMfYsybu}@kK&@{P?r^b0c(H{r6%W#Zi$;cM6dd zrsyl0N&;mB;THbF$^G5E_lZ9*W5XCb$vy4lrMquyhEiO-dF_Y>101r&dHKirk+4rU_c@;`|3J8e2v9_ z`UHBW0(IPMba*oW%W)8ao9Q7k@RwYU3f?Ke93xqPNDZLoy)bjR%|_sW9-*#oXh=hT zJsfZegLRIM`(BY>-1meFj#h#Q{ra_u3`ph$=c(kLKEg96gs9Rkwbjfr%Fv~&qbjWj6I(hUOA(n|N7`~97N=-&H$fHT)n z!!Yym#GUI|3x{XpW`f>~$HQV*_C!NPY8iXp_jETy?e08#(^wdBS(wahM^^Nq(9~3N zRM^E2m3$K*Q1382-{k&%X8@ zyiGL>{_O8&3gdxXWl~h{aNN4e!{1G;OGVCM#l|r z?&X!0(|US8zs5~DuQ>TNU)V0Y%phU^Ef@#DAzYV|_L^DEEgmjRTXZ(k7F~cQFg-_V ze=vaEwA#ru_$E;)&+FCpn(k1j&q~`GVJr+I&RO=#|E{@ufi{8UjRZ|9-OX;o^J2q| z(o%uXYmXn2YZDy5+=(;`Y{uU%yAAidtqt+1k+`I+ul^eg5EEk$I?Kq1qNb*M?tNk5 zO!-S9->dAf;lRm<*w>EM$CHGto=Xf@Jl5j&k5+S;jy^SWY$h2wMt<#lC-Cygzb;ha zVEZPAM>vn`@5X3-f!1g%)2Ht*7F?}cT{*x65E7{>34p0?=3V>Y4w3cBWL+|xxIMR^ z0|cP9GtF^_$e@A+F$fk|NU(1ruY<}r=sqy(OE(`36nf#*1G@&tT#@1pOt;X*-#|%O z3`7Bd(U`zzy3DYbDNW~dHu2b8u#7sVo*h?TbayA?uF~E(nOzTg zjcoIxd$7%?e+d3aS||d_|LFU=oxpuqCRpC0zNG6_69EuNr6?DVsZZBrp!|Qq3zN9% zvX?Qwve>l|l!g9H!*MV6Kd!`KSc&E9wTFAqT4`eHQzu1>AL>qa`>*`Et zcCGxtW_VUquEQhruaU~zme@r&A?5-4q4Q8KWd-u9DW1uF0t8k+0ukfxq_+U_0R)$` zNZ1ZB#rvF`#mHoD6O*6aT{G-s6#Ell1`~l57tdf31XEbAgssb>@A&}J=Pz9EU$`hO z#{p%J>8r`_wuW;8>wsE%|0@muXXyRQ3JGCH8yySmtno?&FI8hOS-Ebpi?NGI(!D0> zJ++c8?{O&g<2#!4>RT?IC3r0KR{AZA->NQIEx|j~BqyU2um!&x{ylW2sEO0%@#kTz zS+z4?sn4&PkhAr!n0NJ>4;&x==~-^;kPICadOCF86*P_vs8U2fLtn&dt(GLnO^ zWmW?B8pr{p3mo?e3}8;yF=ivhM$KgFV5oW!tFFL8@P>+WmY#QD2Q5x>l>@4VOPy1Au>Jr^NgyGqyf5N}k(H9G5kqWJ8^ zVG%C|drp;kow4wh6IJr)VedOnZ6(R&HJMh?qdXQB6RnPNNTMD$|_&)iL~J$=5zm6B25tViTnJb~17sA3`M zA8I{V>_FP^7%kMP4s;!rv*D8cJv}La5#js&^=k3zRoO=Zu{+Md3VnIuPS{(dL*luW zMlk>ZEb=@=Z4Y7D3gMa`s@-Atgji@1Llz|Bo54IQm$X3cL0-u}b54`T++uZnU2#rL z^(uXD+j)|XPFXW2FNGjF(Zj1=16dvtaVZRVAB`fdNncyY?&GR1TpUT-AeY^D%0$%* ze02>kpvmY{;I^cTEhdyz^KWEw+|^iGD~b{$FnpA@p&+X~(??Gbe^LS)U8B+=XTCF$ zA^E;>CLc=ZN66vmb|1%%WcXU8M=e=+t-!CfgDsDm>bxh`wS5INI+I!E0=!&fxBud} zs26Xq2vke%$^u0)6Hs6Qk)=LF`vhTxMcBV|KvXbay+i~EpGyFXfS0dTp#T*ApWinz z(9)_oaWaXISmYriNLHHkTo1WElrkhsRgjrUtqqAU2w=p3SYY^GZ7rf|<}Np@i&AeDFsZ33_D)I^-|8yqu$^(`DEPL9(;As!C?S!_n4u7@fP3{o zTh*@STb?oNlPgVPNkxVPwH(xnr$ha0OgPcXyrRLOP@YIj)-@O4=YH9rfMS6=+>torvt z4x?Vc!y-@yQeCKEJ%RKp0I+_UzBk>(pkrPRJZtZfxqyS3*~sHy{V%u#0(;TPE-nyY zetCU9#BCBlg2AKnh6nsAw;$@mwDHf19zGOczbhz zi;(a*eL$ubc+D1GB^l9d>GI?P(|RkQusdK8EJ)>I3N- zM+n0ywrhc8Q8FAD4}rDVP0$mRRepTjv0v!qvzpwT@8EfM2xi>`(vD_J0q>I|gQi}v zoFHhs{*mfrH`tl?rDbve!n`p*|4cd9abR=}|Ip?4tNgfQwAs!f;V;rB{=BaPcwcV> zZfpb|@lz&Ka^VUsYPwEtrYnsqaOb~d*w>Vx&Y1l?ds0go75&C8>SW4*kgkmovc_#g za{LOAw*u;PUq=8bwy*CRa|olwhrLG_8 z6b_Uw3Jk9GNH0irIjQ|gTY$3pBJ$*RJ&>%GnGMkM?F<_L{agf#NH`m)MHmzmd#4Jf zgm&^DS|H4sU3|LVW434$rZ#L1Y$ZNw>eSN#n z+Y6}txR*baumPE{y2?F5Rum`E$@)_M(obpAiM@{ny8L&?ru0td(qCAl5a84G#*_pd z!~j`*NGIdaQJWaL;jbm*bM>h)kI!>6OUnTuwdP~eu2jlObc(Bme|xF^IW|Iu;^Pu&Kzyvt_)8{_|y{<6Gcnw;Q3VIK%xWcU5%HA;^X2DBKDfWD8hmD z1f?q&z0qAF3$k{g6W*@Jz9<$B!DRtdmaYabD-jELRfEfs5e<$u3uI-C)J3JYFjaM61(cMsKYdb-(X#VHSXRXqSY!KNUgXa% z1ZMK^bV$hLp$N*IdJGwDK8*0d(9l0>X~5%h*U0HgIds0Zfk1pcJRMHZYXcLuZ<(c) z)tc;dVRm*munL3RLG{%Woik%6&=pgL+4h3iATKQ~4dcN^0=Zls!t)3@E$qYH>uiB+ z$aMf*gmx@EQ>8+qmNNyXBs@+oOhx}WO?xWy55p0(yn0cddY=L^0euS@N-Rwg29lul z-SgzSc6y=597E+waXTA`J6QOh*L$@nlkRwU|Dj~~$@EH&24@jx`(=Hq5=O~gts=P@ zO4rf8?`d_Ik)~ZHrN3l(e8TEuR#7rvA&!SjR9O_jYzhoaOiU!dXNPTycw?w&CQ{2J za9Ye9dhi1XqplZWA&iS7@r1-dm6kAk!PUQcCOrK?C#MjUM~B6C$^C>&fh56mBO3yKaRRBSq$_cKG7N*oK zZ|74pTMDPH?*7*>9EW=MsB5RUj?J$xE>Tpc>RMZMhYYR_EC@Vg8q@zfFtQEW6Z8SL z&#gi`>p*$XV=btdCjlL;@Al=`;Piptn_K)P4=IT5$t&if`0~5#zD|hK!4~yS$Q~0Ssg4uo*F|I(cS2!Zr@Py^uh9;7tdc1kxhG znNqQLnr&sqRZrbA=Bq1{m#x)dXb(S`Te_HYi*wq0UhfsBfr8&!xkFOzNjp>JZpA9M zTH^>|Xzi<&y#ua+czLWJ*Bf~j@{j_nJaQ#x%Q3PO7BlLSG3D7&OYamt31 zfrZ$he_$Y^sY!&LgCh@Eai-;Ora z6p4-!Z*yLGDSi+rTuUV6#=x8OqsJq;e#8~WSB#UIkB^$fOdwECGRE#y>GsDqG2ZegLSwss;A z@0J`m_Z2fDB>6x+3|j$Qv?v)6oc*IxrOTgOh^dqA+MKN{P{@f4Z%x1A_iFlgIedoi z;gNKy7a1T|0jfYiYX`!Mh{yvZX^)9^Q9`CvUF0uWG?Mc|mTzcdB8Ezxj02v9F!bK9 zb3tz$tx&y)xGq_Fu;Trp@69NIG&tnN`;4lt`pjecMja-}f5{#BXwA1fp=h4I8lp$h zKp+h(QwEVOzG0kjn@*7oN|>1tYL%6iW~ZeIL6K-_ZB2#on&O=>Iqt;h&xpW4^8Hl8$pP?=R<%5@_#Yboz4Zcop^i|FR~i zz+05Hmk{(*s}qPd=$#&w8%wEk-3SR!Uowg)n+`mu9(*>fv6SVt+w6UT4+0qPLNg&t z--5%QJPpSNU!rsJ_*&yEUY*BJ$414Z&O|;D-8u&yw9psY5$Y^g;EGtdk_}ATY%TEwqB-DVw;j6=Vh_14^timQk!@(y3O{(MuSrYsj z*C>6y-}@y>I>g=RgY0{lPcfw_Xv%*vl|CLL1V4@uVQ`_*N$9Atq#t9Ud=#_L`Krms zA&#SyHx-plYrQ;<6^PD=9(CQA{WwDOW<@V0t1xzdvwfl- zY_S&@UGdjiAP!owz_m#YWDx@GGoSC9zKKi+-*$Bep9jCojJp1_l{7~Fw2xvgZCByC zZk5=sZiQTmPnzm3dNI{oJ8#UpNL;$d1>Nx1Oa8)|L6$$LxvHsZJ4Qit4t(d+7QXN# z87zaqn{E{%n61gNSvL_$>X@It3^CcIw?bFDe_?_Ae1VQeMoDJWB59Y^fHj(JsmJkf zE4grJNii#EC^?y3J%A>v1?_9a@i&zjCrNwYFQW}>kfKD0n9Z!MV}Rp67xJSlP>Dm7 zB1i^sp=FJg(zZH6By4PG+N`1RI+6e!yh{nSxGaq5jXU9{2Ox`=>+G4Ow$^Pc~wZ z5E6PhleCF4?Zu3+;SgC(sDAbnscNNESAUl-{nCBM_Co!mz`+X2p`>==G-D3-pPk0& z>eJk_c zWp+!qsv=3z!whmf&Nvpd+=HfTW`l4^ynEcec&F`5*ZyaGkZ<@+>$06;k8xNita!D9s`PD>U z2$6;FTgAYy>?mv&jfLQ_1Fa&#lkzBQ&;^r%k%`*vZUXdoV9W+az6+ zdTa9e)knkyrWc1&N4-&sT%ag^C(`@pfvK^|jPZgq7@l|CtDU$I!&NtCZuJTE;s!RpFj_uUuX0DH~C6lz=OExeceJ3bQ zs+b*cO=&B6JusuR>|SmME_Yc)fnq#?gPFBt2uZ3fyYP&gm*$NAapbF`IJxk`-WTsB z1ihkOox)q#C;T-M+fd}V-An)aRNA!nUv|vr;)jF|l%2LJ2xopkf_p&QGQ>)?5mUAo zZxw}jN`V&KL4?5mRibOxp7AK5PN_)`0ozvH}3}2%boZnb7 z-WqzcajfyMMyfqCW;=OVCcP}5KUeyYr)>XG)=ueGHn@^}KJl{M%>IdZZmZ-Nuk3Kd zbN%n_R`ZdI8BTy6*4^y7(R_!57%g*ZP0Ug_b^kguL<8nG_jW4 z4V9pQ^Ei24=@om{orG1nzg`r-YOy6l6vq*Tgt-{q0zKw; ztCz4)#PSgKUGWpfESRvlNi;)*^w-U2ihcS#me=9fq=W)y2?G_4e5jvMi39a+r}!=h zgz&e6E~0$G=Krgs5Vgwu*WaV+nT!6%Ukjm&KN_h^Wc3O4UKc?_Y6AaZXQvFvoPyW8 zB?>-w#)RjTlCtvLkv$e?nMixWUsn?-Lg^)n5+|7|19A93+JC}Xh%5hoKOcQoUF;qFZx%BN}sFo)XyMj>92!TNhGtDXDz@CR7LH5Tj z?YWWK^wl(&B!~eN<>kW|+uNKtY3`B)feMiXunvJ9(FlRD(o7Y2&o;Go+6&58Ks6#`%Jx4cjG3S<+t z_6kI2a);9NWmY22d;2moAB_Y{rP+dh*&jC%?C71p9zcF~%UABNnfd4Wj|gmm2&R*# zg#5Hm16Obwq7K8Ke19w@(9L5gi(r!dOhBDb+I4UAAFmFgRd$R9fvryeJ{>>44v+lh znE&seC2->XWmx}twBux%|8#? zoqhf9&z!yV|IvjqC$(C6{5KZB1n3x`kTjkFdWd~Uf({*q+1*1#$ONQSG$;3(IQj<% zofJGL9QvdoEQ&TVZHuI9xXSsjgD`umo!Fq5{IuN|kUKo#gJY}5$(tJ+@LFKg2D}TZ ztF@qFR9I>;QoOsm4seykP63R^_VGXhuWPZHnb{j&tABmTmM1G`eIE0GNceV#wU;8) zLHtL@#)twMA!3Es%s^TtPX4M=re}BrdTyFCQh@IiF|h*3%}DO;rbt&qXLdM;8y`B{Z1X|uN=s)i&I^x1gNB8U=MQs4XOhd z%)X_j-Vu*I9c07Fn_Y|Yun|s^heF+U*X=YM`#V0*iSzAKzgC~s(-YaO{$t0t@DZNU zQ=__a4(hJvpoWSF%u$Iyc=oN^C`Q|<{}2k?R!F#&eE5CA0r~<2ZXUp50MeB2X78bB z@~sJOFul8qh2LZnfA#MC6V%HGBnwaeccve$!FCj)2YEj~;pw-VaKs6H)BDI4gk&fS zjzLHak>)G}8PG-G%@rWh|6?%!d5uS%sqp6@JR zP_D^l^&tZhDU-E5zV4+8^i@kW_>Q@91k6#IB&f|o zmAij@JRd4Yp39n(y}(%KFdu8Y1lR%2=@U4FsR~Td-5D`Dx!}Fs>Srdv5Q6zX7KQ24 zyNQjmBeA~&PX9A;8hMcRK_kV*pQ_dai;06t7QTPlE4x=f+&V&VDs2pKz?lGtXx-%H zgLRLHD&7^>{A4u%b&`}vx88%e(9N)HHz=_pg1CdTtr0+FZvUMn7=7RfbtrBg9wGu? z-=kPmpiGa6QkWRk!U6$!E+PHWZ+@Z=;*u{^7>F9gSYh^`)u{A24ey6^k!NA-f0K0( zYre~9v0?o7N6O|C_KF;fd8LzgQ_6Fek^;090am*r;Jw+w0U_TK9P?9z;waRFFY@#* zmZpEBkM&#tOt5_O*)uP}i}{kHem!mkuU_A>^93!UePVrou`KQ(4w+;TVHUdcSL@cmOePlOo{%SJ-#9rNSxQuCpL6MOgFwJ0j!kJJU9*>kxWI@Q$T zh%PUt0_ZD#^y6McCQxWLL!0SfS#*dY+Rkw&ko9;iZ(%9RyG%;fd&=UtE2gVQ^jRcB z(#BR}^U(6*_F)P6y+7uiIED6fJzWvf>QRuFmyiBO^U`O9v-@&iM@XS+@3zD57kGR} z*FoZnvkr3*SoGR$@67|pj$V3Kk%OhKhf5cEG>eH@{(Qw8c*XbS1q{fUX;&z(ZvjwN zJiL={_xs5vaP9%}c{3Xnd8t6jy#n(cj-qGiyZ^&pPkfJV2;MbcRn%JIJdMa!qPa{= z7uSY&EBRQjfcHF`c9F>ot*)Q*%|m&a88qiF{}H77gav{rkg&AO@8q1pKmLI$(4EBR zPQZYd4VDBEi38nxttR5A=;$Rt$=F>>!+|UIS=s9utwC}l2z@UejoiWU>||LlyLb&d zK}Y#Rr_=fx3aR5FrYC~ ziu!QfkxbOp)fED01*$9Z>guuZ9h?4_(@~L;EyW)g`Ok?2AVsUeg;UJcBAee?U~f`( z*~c$C_N6ToZH*js#PDa*&Ee3DHz(GOruym>^t?-bpM+`S@}E8Qy{%A9@ni25>8w1!$jHjqAY zenEm^8HqcqOG&!cF;qx74x9c|XgXpWj=e-nAQk&ryMSI!7O)?cd-LZ`wYvoI(3_~` z%G{is9snx9cD)A(wVO`ko9Rh9lH)aKD6vo5O8TW|C}~J!G2NhS4JXsw*bjVxl~(;; zUcV*#W4)sMb9n$PAcDlJV-Lht0H+oQB4UXAFzBbZEEwd%`mWFUv^3|uC1YOLM2O?q z$JK}XT{da5M?lv$u3&$Po9|?aKcCa{MQ4Hr_p7i!SB{pD6Qj@V1=l3-?xn7q&k#MX zBDD{gxMgv`EUhM@xzo^IU%|k@0JELWXUjc#^13OQJP#xt_dTRS;BAQCX-jLntqgcV@AiHo zL-WnJ$uD7{y3Ss1Nws@>6x%;AYlB1q)FyW7pF_7U{P%UiSG)7E1t=K}XcR-#ln>1W zGf*~RZ4wLTl{GW{G%!4!T{a%gl106b8D{(kNL8k+c^?|L=`D)3!;0nIv|2yKCCt_* zYM^^(?F}6(B;ZBV#=pH|fna0^k)GAipl`M<-sMF7;tynzpt^$GsUv*JbCe|DzUZI< z_oRhZN9~G&F@X?CXlNH(R(XFSY%f0OB6rJQKXNbR3hu)!ZSF%q5aM9yTM$C`0{@JW z`pC&H7V6EAfIyXYf$`SwikVUmxBbu^&sNi!?b$$$V|~>C1oChozukL#mEw>8d-e<@ z8VR8;ywLJ-5Z0Y$tGl>#tkNbCcL z(!qMrUJJ;9COw2%fFS(sQjPh^fFfRGY**0HNdj;Q9v+?&NYz4n{&j;s(o`lRV1WA- zzmGiUeG;~M3$E3a*NF3j_wq374BfR>k6t_4;?>?tEQ2~!gwFSg?9GKh(hb``{@3~z z5ho&_G$=M98e9J*)#G`%)4ExGvRuO=DV>idi6d{EcDhDMjxWhq6Yb`9F=&#OI22DX z2~S7_=eBH$N19x1m~0Z@pZWpb1Iy%@+eb!3^AD6v2e%gc*j+aauc%@rFdGEIsV^m6 z-9mt_Ax)_Kd}(rW@|O}zyS#L(;swU7o?QSB8{#u)B{m8c8r2AAWU$}zjHYU5jorkR z-I*N1jBI@>IlM?Y7ELzRvS8SG!vOpM+@UY)_I-gC(hP`|Ah$YjHogJ-@=n;PRsSe;UTSSE6|z41eve%M4+Y+Mz~&6{QgQ5(pY?1)f1`+{dAk%nJ!_oS zC-Py!Ofe_N&C+|aRSI`3>7vk)QkoJKo`njd9Ud}O(Y?3=SvB7dKX<)u_}qe~N;a5v zPWS2BqIg^<-)&5|<&Jj{v~d*sNl!Zzyd;N+AGZDW}JrJq0L*hu)y#*{Rc-j15Bmkx|tF(eVUv|(Zgwj?Q&?)(El z_*^f}wockR`AMgYYcMf9U0A`tnW^zgG(cjD%JV16Gt?L(7%cDW(Sl8h12+U z`dWE@!MpsVSNRjKGSqric#T@OMV<;`9vL}Nie)n0?NjKo<=|~0JU@%eJBJ&H_aaH~ zvFvNtB)k_Qe!_wfb0TgUh)|%EiRftqpP4BrV1a11VKWMqrDe^UZ+*ODDc;Mp&?RU3 z`Paz~1O9=-*j@YWPqJ3sb@?M1U5s(r=Nk7LxT*ixs>EDSei3<@f0FbEl11d^BXnm@4%f;&f{d#mnjYK)ggVJ59wMt`D60#pVD@2 zYVz4?KJ(%E5U3NYeNll$v}f48KrQx*j~J~z;q`L*vm}Ug5Q5HxKZTe#eSdSoeCo?< zaDDG-QT24c)5_cjh^0-Qir1>#i?@?#I@ z`m3UN5zRtq2euYvSvom;mWP=%&ypCA9WHCMdvyS`eL^jj^xWxfc!`FS@Djg;S(D`k20Up&9CRn6C)Z;p*J-ARTCNxbLJb^% zSZ<&`HTN+J<9;PNj@#2LnA?9Rd{2P5Newb=xN~<$b6wwZr)P3d)`{c-e^hEU&J8)R z40sp>1&zS8l0%YfQEx;I*a~pHKWTFkAO11EE%%C3e8{??lbp!oYz8XLh^8}v zBtE+`-Y&@-6;+ORorFBjdtyc-S9X8k-9`@ATnp(=`p~!FQ{t*iHsp(Z@wfI24+2i% zS;{^M&igo%)AAd@G>ucWr=ClNJz~A4Cs5AP(sH!g zwFE&!gDO%(0pR70RiAAi6j(`W^P$7(Oh1Zet|Q(q*o8jGg`UZY2)~+UzBKsjNi5RgZ2oN7_F_P-Q%_MHemy^>cuU(~UIgTxP@`*7ml~;Bu zGz&h1c?To^91CN{a}vzrE0LKYOs_~5Dy4}VfXkSn-MY=_DzZ^6W&1d@<-N5|r`7{s zE$14k_|iN@4L!ZUjQMQY4tYo@dR~Q>=C&y+IDbM~Kud70We5Rn0?SxZ@jFzYmGywr z&&6$ADsg8m?)waNMYTtM>TdJ-+(-f;bboyyh$7yr&ESt|LuFlijjBI;C7= z(~e+pO!_Kz6laxE@7-|_cI{?J?L_7WF$A)%&Tq4 zDs{Kpd|`Qm=sGM?2W5pH^a<;&{7nud52D?Sa)yTeTNS3Bj-}~PFAtN~s`++KF;)KJi~^uRhGs$p3V`HbaXR4sGr*m_gwn`(-Y1Fh z0yVbB6uI=B5@gTnlJsYF3emIb(SfXVsc05E zs{O#QNwLQUglrL3OOoyGB5;Ru_M~sv6k&>-#LYnghkNO)1rQR5?eBC-7 zO|*qPeN=d)xRv$FFH`S$*~A)}PX~2fEF@QD%q@nM)x#JT_%9r<~Gc0;PfZa z)GnS&vPeDZ+1L+>n@Og_Z{blR3#E~LY~*D8dvRRwlxW*ZZ))wGmr`7jGInD9k-+G8jh=NA!YCdBQjioZ>(o!0-7H7ial#&LaRgU0Y z%nK?+Qshj!4N!Y}ZqE#ACOopV_q{|v>9En{6&AWPeZA9u1iU_mF@-lfJWb`DTG}CiEkaqxIo87SvW7U6~hROQ{q6v$`k!3-xaotDm);7xL9I zx!OPctAM$b=Q5v;SRrXB+FHjZtKOr>w%^@bw$M^CHG?548he058bYksI0TK zvpSTTojDX_UEJe`Q}4fHyFA{2CtxbDG9N#0-t6|haCcdTAxa{F)Aj}EbuDKuVqW_{ zwWvK=#NY{O3JF`Ai-`(3C=TaZ5Gpq5j}Ct$@x2o-K<>>zi+}Hj_GHkbh%cdELgnMw z;y(1Iv#5P4uWEW!`?N^z8(50S*1Lif6gf4kSx#Iok;yr9j;sjd*_8Yq#f=tG`=&pA8>qUW0^WYf(c5ICmn5g8!gsHW=c{@ zoi}r4$W8cBs{$d@lh4I!#f;IG0ST7!9|?`xpMEbU)^+uWWGNMmJGo^TPtlXge(V=| zA}q#V%&EFVygeQtXF^FBlY28J@7_y4pYc|D)2?6jJE5OXLW^2me0^-LCJph3vhW#4 zXqFDwP`*!7-bBbJJovk&8hk%ha^B{b+uYnF<8cav5?4uSsl)N^esQBqr@r0i+aK(k zL!<;B^k42CzoMf{${=DpQXXg$lR=`w@jB(4bd|q};$><2)N?`F3%yVABjqDM(#Gx8 z8Ku!0$g7__uOxq3laRQZHo8dt;X?xy!!d@AjhsGJ^7U4BXsP8-Q$M)V9{Mws+?(Mt z)}G3HIxyWKDSmTI{h5P9B;fO(L#xwCaXseJ^a*>7)|5b<%Vi($-99eRGlPA4a zCsX}|_mdLmXs*w@m>D0c#8CaqE`uN6@;rKh67)cQVV*^Jjs<|!0d-ceoO_D-q3P9u z5j8i4*wV~GhSWU1FBMbT-fsPDleHR*nH#`3MPL0w+1-XJ>G$Z{<}m_NpQyp1A8`{eEqL70*1a6 z-FoIXTUCZhmASNKn3t-)b3WHdBhGQt%BjTH9=l!tV1*d}#>6$&2i7bPtV=$cjF(lN zKAkc>s~$6Dd0XiC^8M;xr+|qBh%C}Hwc{>1E0t-?_2(#7AMcE5)wpdRtiL>)d5w(v z8d-GvwloIUMC^&hI{r@!{{oEF;BdmwO@k)&2QEeiKjm*9Gjyz<+dgTO$G(e8k4`mv zY@)rM*!=LvI~QpwkvB@GqhGMSVY|F){ynk#D-YhQujUEVwdjhe^)Nqd`OCkHKDVu5 zD=U$4GGD`COug_1uT3qGBtU-V)EgDHmn!w4cw(+^_&oWA60sI&_%g38Pu_m7R>tYd z{y8Ou9?%SU(A3PRtMe9OKYyE_to9^rGxFtI(KDKRb1(TcwL7KXj6OJOn!!HWmo5A? zu%0|+?X@tYHaNb|r}S^T`qiann#ZWyYai$4j1W>6-ANohyQb-BB4lu3)pn@_Jx z%c{p#bo>ctp0~eR4?VwnK^kZTqyw(@tO%EmUS^VcWjyX7bykY&;njkUcgvxl@-=mq z-8#aabzi)JCpelKAHPLuq$brMIQlW+m0+*j*87#m`FvZ^Zwyg6sNUK;imxq*NZS3I z@TdY)1p4_B{-6OgYe%XaVvN)~2;wD46v|wIS{Jk5EsYUAbPX{@_-H5jtPnPs2d&p&J zpKw};UN2es?hFY5zS5#aDHmUKw)?`H5hGu}*Ka4HL)X1Ahew0f$JcTPn^n&KPH}K8 zXmQpF!8X)A=})S%>p-0Cbm1h)!t5R^X7cwre*0|eJjpA6IoN+J!B^^tTRxYZyH{2i zCy(YiS{F9=uo5bMgllT$-EgohFc{_{>>j`DY)OJW^SnW<(cs|+?>nqMY2UV=VFsh- zF}pH{zU9BY2a95z7&BEee=f7fCG%Pm?_fLa-6rQ?!;tFn8@#h(`^H9mjkS#9Xfhc6 zKJu;iytSDgJM9H&B9r^H+#CL#yoT(&Y8PBSk}z9qCP-9jIgtk{yppixUbKBURh&g) z^M1N-#U#m!k!6i1f%Y!lV*JaCXBxBDS(e<{#x7&~`RH&ETq!O4881ls`0Sj2s)F*~ z^DnzZk5OLPXHUJRcyx*O%h|!rgo5TM+jt9+zLCs*{`sQnMb`1)1rsMH+%5DgTB1Tr)zWsl)i7O3)O%+9T%Yl1*#I|ZPg+hJ zE^}LU1C|J-GLGZP4G}^k+_vDSUS$n|p9gGj)%Tof_HkVGB|WjgA8aeY?rbYyOnOMA z;&e+)H1q=gxeKO7VtJvQ3bSb!zUe>6Bo_&ie7(&#f7w5v$$-jkB+X-IOt~_SvbdGi zI*2Og^tSfyQM#nDLCe>#r)gx9X5rxJa<1gr-&4OtyOJsU-^i}4{V19m%)hq~Jz8?k z>o9ip=#U~|#{1Z}#KX*+-C_+z+MLKbmOHS_E)4KO01= zeaw#|QHWyMdUKg44{PkjPdA1SXP%Mb8!)}`qkg$w;6+aJqKVbe|>uq7_jHRhx@<8;l*H5xm!zwbJ~=yX1z&?SL^#)@mojip$fu`wbq-a;DO(Yy%T zNZf}ETXLI{H%%*+)KBqR?=KC%FpjyXR<&S z_C?;0t)Fgx#WiD@TQMMkHxottu(}y`Olc^rQH!^-%{#q^n60~tgD8kxg`vN(Ukg9s$ zB|)0YiB4ZdvsrVc6&X^ zUG4e*FaY6*0q|Kr^jP4TgbKDCEq!p(&e?{bhsq>p4)1`SL@~a;W=*8XD7-DT!{$(V z89Pa~@cMLhR(f^DyE4o91TX-f(Px)Uh1uT>ij|CC99i>C|5kNjEr6~e>S4pcHKA>% z4$K)6`tDfOQlgZy?3RAAr1EWBk_J1xYrStq&b+g7;qZ9R^v>c<>$9NiUv|_RJ8wKO zI4yfUZ>0oVN0R29_TsO64gchfs|nJayeb=u=O}m5J>FcwGH!>E?q(0uvK-@+hmv6( zjb=xr=Y<9b4H>1|SgDw#6>eNnIhvu9{=!<0$9TS%PKevc#L{awSD9k|x<%$Q%jk{x z>v+Gg8@~p2JhJ{8Z(U3G7-idq*AR+u@u}*#;^aG4yGwNH8#d*;KRt3UGrY62rQAwA z<7m}6Ocr$ITjBmd+ehiwWFK?c3RX~Z=qZPYjuGnfleOMXKYm#@T1c?OzbKLZy0l4Q1(~zeXSoQAr@(L zH6nPb|G}~E;-5Qp))p7>c;CK#liQvej_o*ywL(I$xE_ouSF`1kmq<0Yuu&pDQ|+To zm)vA-u=PAuA+QSkctfCpyw1Yb%p0)>v%dI;x0w#cmsMfTF%t3mbe>~XBBEFa*9iF} z{T+Ut9HvKLaW5P6VsT%7ab4fyLiA@^Ig;*c^dIGFgL2E&?q1LPq5t|}hmpxWhBphJ z_1?9A8Bl3ZE4i(vj^l|tvB;9J&bE>uzmlW^p*)6KcfNYz*E9OZ1ODckrIucy(yW(+ zd9@09UrnV*Me)%kODe~N`HMDwI8ierY!B<$AbCu1UZ|HfJ)e^eV#Bz^w-0IVOg*+% z6}DFWYNum6<=?L0WlyapTW}ido=&ycrPJjFY(akRlJ{a}06uxIudfgF?cP{I{4d&l zQuh!}^wjg4$+d%=k;*LopB!JbHyP!h*|~P-CYr$^+l8r6&8B)_-XiUZq2-GGm%%f# zFVj9hd_%gPp}zmzWeKxgmq+S_nV2E^8HJ(9*)x9NL`z%l|DfZcahxTIX9ITo<*FDq zCKGz`D2m%NkO)T)V%_MTKdvKM*Kec8rnFmL}zjNzWN`^w^`EAUZpx%_(n z!Bg;Ud;+oNG(}hEQ%(O#_nnEe5+|b#$44;~AvRW!Te~fu(%s*h$iFB4AJ##?9;ozqplo)a;#^f4sQ$UG3K?u8lvAIyx{-y~36mQOT_GiZ=ig z74SiwCcF4$&ATreVpCGaMKKW$gzwYdb22|G|NacjJMCSSrB729Ayal$`j}TwO(vek zP_SNlMJ9chbAgLE;}M+*pKo44hm64NqsA<(hKb0or1UPOAI$SrQU?T6XQ;Q$3Ge39 zng&#mdRgn6*xy0lJq7V!(1ka?yN7|nV_GDROK~qe88V8$?0(+710fy=Mo)HczuLQ{ zU19gS?x?*E4zT|4wRy()`CD;^h;zqJ6a0~}g$SD&^#11PT)E7Z54PIZ8y@FC#qfJjm}%iGPVUdsMEB2#3aMNq39zeA1m5 zx!G z$Wn;=@Uz5BtMZMVB6g<7BEQj8`>%?|aUx#IeGQu9F`Rn*?xlk0uW&S^*hQC<>4Sdu z@T!jX1L^is>Gqe>u44?Yqy69f-CEH8B!)H~_M``f#5H`6(XI#fg)BN%j~t?N&taqC zsIvma@Jpm*l&oHTOh5-tzOnRdizQ=y$H7L-Ckux@^G#flk!Lv))#1H9k8=tdseB^# zv5YFAJUr@^Y!+P+JKowGM; z1uZ5SxSh4Of|v*+7V_UYaeGG{szJr5zfoe)U0^X~Ubk+f=dbS+Rn9di$swe(6c`Cv z@u?v|9nb|hAR1C*!)dJ?r+V#fDE`EBICgM3w(8=zn}p|L=7?w~bLk3K%mfNrk*2u$ zsSmDvz_~ER6Dori5~C36tb#VNNbQSVNWgimuuIO)(i){uTYg|wW~T-+!o@EV0>uA4 zP`^ByD;{cYZeG#~?{HiCwM?aK?#NG1S9iU~vafyLvZ8MzI|X(VCA87bf&2Qt?^Hf( zaecTf+3{%#V;n;MydK5u!}CCU0{>XP}X6boYU+s`w8dYID%cBi;#Ouf$e1~o`DYF5t( zY?F4^}+AcQh@}9dHP1Fl?{U#HCYQWP377dS3;=WH! zE?yLCj1!U+N~7@ToVmT$`a9`S+;lK1QTiMt zeED5_=YCHaDZ26j(Z=P#q%zO3R^&b-p{)?(r(l(|vO75uUz)eFp+RAYJ1Jwo3D>@e zKjqi;gyS;QRr#Q-G&&6P*benGHo1?m=;{OKKPrBXp=5?_1OJ@1-dp`4WuXP|`L1kV zbikf;>u8KvzxSG++8c1)ppk3vdQw%zTTs_*-q`zANgNTtZigiM@3GlYn~wwU17OoJ z{AyNW=R&wmcBAJj6u@Ket|s{CN!-|y(Lz^vH(Y#sk@|9n^L#YL?hD2dTwIS^JFNN7 zsQ>dz^@soL3+;gG8%TC+8Fp)+l|8gExCxyp2(Ne~jA(+xn+q^*r`)7Xg{9K9LE9Q8 zcnJJ{;`?3?(_u#gzE_OMlxQ2&lA_Sx_Ag z!-_tvKBJ4FwInZZ%tSwlA12c=T>~)!=D&GXaOa znd5XN)IHR}M{XQBh{MP3e)(QND|ATrpa1G_cx$Nj#dNlwKkF*RZ9Q|U-CCt%5~1l0>*4k)lf$Ayi$~b1+j3#E(&d=ui34P5&C0QSTnP^VX}= z?eE#h$cQyysD#3ZeH-5&KjEg^iQM&abrsEAVd_J+JU>c%>wJ;#W_q`S&vM@R_aXP+ zr2_FgAQr?EcJ}z%q6Ly2U$i1==b7Mkc9Q^+uu`*g^L!AAy*g0nqwvSCk)~O#-`I<0 zKQ4nkE`aA>CynNa(~eMd0o z9Olbtks|l{xfi*Mkwsn-vcVaL!3H)B;o3!8NxQ`TPO<|H(Wi`KO68loMe6jSkG<74 zY1^OSd)+oqY(h{-vAk&Ctl%-h2YmmQGg@He#BjiIx@cd%q(+ZtlP#n=M zu>g|W8$Aa@uI6q`e*-VGuIN)fSk7Eh-8pIRd3n(jB`ET0M)j^56jnF>QEDr5G2W2p z_^r76?@5Uu{|4^+XUY*6j{xhYZ;wu)^d&rxD(OCWt}Jn>pJ!YfQbWRfiwDJhr!AbS zt8XSG^KnHFoXtClV$slAe@qA#b<{JxXOEFXz#2O!8Gj4HW#FOWWLas2?f_f_Yk{gG zY$OeZGZUa5D@(lE_GO_=jSd0p(UZu-(ro2xa;@#lAwJor)Y<5Hd*k4}p06*hps^b0 zf9F_&Ft@X4UWa+;_isc40;LMNi~gt>%hSW}RZJ-u)_c9n>p#)H_I0Sd@ds{SR-vFs zgJklHILE}<&o6%c?AjLGk@ZA)%Co{QEzPh9gG>U*j8Gujo(=w(PAY`cLnshqa!>1I z2xp??8XM_GgE)~E*urus&h~eLZ1Op_sx_?yePFb8Kv$urydncvte&;0Lr111e-tPA zOA3xokg&&-&gK66#iO0}hs9*tV}{L4t3kmH`H7mm%eww0+ukLX-uifCX?LH+b9uME zQ;YtFj5oZu_>@UZ{i#7C{XsH!SqB@rN|7GuM!HXJ1!}G+1Xtof@EK3)(!8N3uw^*a zF%Wijs^JfL(YrP19bJJTH%;FTeji?vEA=-2Bsxjg4XbSM&Nk(;7F*+Nra2{pQ@PM9lnJ z!V5QlS~;z2{XID$>Q(MX4*cLPcptRo9AnVdUzPP?Sr_z3iz|MK7w%5f*+~`JX=OV` z3i{RmE(}M9?=tnM)5=^k$IU&cqJuqc#jN_*Lz+RHkmrPVf(ddnYd8&KS8u-t0m zs%qc6yx_J>`MrcicW>~@G}(mpL2Ln$@JRCp5D7azXLmcUeRvYn8UXONP^U5@q^;!PY_3>;Xt;wM9Ne7mwfzaQWb$|#)#!?h`XQslno zzDSPh4?3I7Mm#wDPN%J5hN=IDYcMVb*}+ZF^_buTW|ekBipILSy@{Dy*L$z;Q0tNL z+HC7-U^-Lb`xJsS;iW-CNwIMOP`!<;NX$AGd| znUmthrHlF}1%boZpI`lhrc^{gdJlKK@oeNUoRQpgh+E9OF+XbiNz<=Jxva3mK_d#h1cH`XN8BDzmbYr7FK`l-9egREy`mMcB^AOTne3rK&k< zr2pOk3^NN_mA}hz@bJKQ8T$IjE$}K0Po_i(0uD9H>qSwn5;6FB-*}b6REfXfET3EF z%4!u%ATLopeM8%!_u6Z|3{lcCh{c?`wijtvRHC%@}e2rRtLMlC= z`7eKbGwf1$?|9puwerc>Q*NR9Iqr$7c)~QUtj`C3`#<&icAG{Xx#pZ%PWx799)Q{A z{S#Q!PeB0&Uu;&&syCaY8MdqQ>5lF6Bi@hJzUK}aUk5#WQ9j`@@=p5?u5kaN@lOr@ zqwmbiQ`6F*-|8*82kO(9R56uUN=h%dwx5K#xBM-!s%`t65O0E-t&RkxLek49$c2)+ zLe}A#sp@_gE(sp?i6&xHAy0c}$yn**Sn{cTJ%*E1f#QU?<9A?8$43DzZ9R4?b93F@ ztr&8H+wMkw$it3o6#ABq`Cyi1&c!}oOY_BZ0&dXXk)Sn?w#yTD@XG$EmiI;ESU>vM zfv&i_xSpkXFCg#w(Z$cOkF#pbnSs0E$y}@&2NKQdT(V9%ZgB$HPDO9+Jx5f-UbS^9 z)jiiW7vDq$Zjv-H$qMGj>rR%+>z3hY(6%jJ2*u9M4rmm-&`JD$c;@&ZVqq#_xr`ka z^!Q`KmGM0ctE*t-JSOx$y@d$-n{A8ltKXXuoN!x5>f8I#-r)(?BoJ}{e$_93Z%Kh)3_zPz9#EqvxaTG8HWiBM({9-{yp1S4Z& zMk;^=?DwbrOhT41Jc~~PPnU!64J{dRmxVwY2cfw5eq|@&DP3=MtYQA@-}iEt*i(55 zp6=~!N<~~O3pzC(GT2YlI~Dz6#)>ivg*}tte&t^iv|qE=pY4~58K>_Ww*Kg(d0Wo) z+LehGySuAwSq4{g&k5H8i_j{a$mZ?+SJrW7mM&Nnod2lD>XiUn$FK*hkkf%`0Z2b&}apt`4v}9L^Zq zRKbBpK%fzx26+~DW~PeQp`5 zql~CeM-I7i4uS)2XtLyKRG;UnQ2f8mTE{0v$i2hgD4%eJUiPH1ILOK?waE%ef?G}0 zU-XpB9lP)*uHEs8)LTR<{K+4-T6-#3yd5RL0{!H343(X5;n(Iwx~ zoV|W`as}J*>COQNtwJa+Xj%1OH+jj(-=#PCJs-4nR)+PqF7rG3M%$4z_nrBfzWjd% zuF0>3FlbS%SsT3x4|>rZ6Uesg^@o?9XqL-M^aO+lNP}VNNA*K3j;~L`+Pr3)e@B@f3NjsQNxIi{3O zQN-Kb8Zy(Ckfn5-D4TOYB@PZCnsU60aY?KuM`5d^1gGcU_sUfHlVa~1;ni7~3^d+4Y` z0Rn+7y>|r3gqo=-{H?Hu7-C+YFqUqAAA#JHmp_r5XgFOt&uSFhg~{CYI)IE{g8Dm# zRzy$Z(4-m($DIe|N@Eg#zH_mOYQ=AFLh9_F=W`kFtEg!6)pirEt=n3b8LHXM7h7#- zNJIv8!xwd6xC~e=QlBW5K+2}b{v@b|1i*+Mskf$g7XI|`6p(qj-i>Fq5pS3zQ z@U4S}0q~IY^E4?N`L}GOz$dq2%yfMV3nc&WPW})6R%na$4Q@Qk4z)XNK93bjg9Ht5 z5c5AyI!9KhcJw`gIFK4e4|`<4jnS5`SY;%4}+u2t%QOo0mO%U4?fzOA=2<$P(iU;cs+$F>gNYEXIq~(mTO*{H*nk{<&4c z&-6fsmlX8WufVGO6Vh7xZ)ZQ*^csC1O%o5r;zq$+e~p8g%4@VVU5hWHD~+Q0!jbm= z@mA`xm6a9WGQ^-hoN;tltUjQ%mZyJ0RYt{Vp@zLAaY4Kt5@j{_i}eO#>;IleuYc`W^NUI1*q5(! zQv`Xqqr?&3%v2BGDBf(+t2=Hvx}GF@PUIE!^9JemjdtIs;klJrPI>%7Gr`pfO!hcd zo`|zpZLzo-pv%*z27MVcI$>@uC{_k(TbGB%5E+&&J(uo|Fx8@eH2ICERO@Vku`-?(wkCYe^_o+nr8tQ|W3GZOY6 zWvoaG?B&%+Ny$5k=ZS}Vuuxy&wT;S_HJjQK-*#E@Zj|g8;myphD0t{_d{>xdCQkoI zdYmCeEnZZC&f#eQ4ymY5Z8#H_Q$8YLsHrNpvU@;oUYtdpnl^<^MQvw>6dVKQ2l_Y_v_VbjWB5Ox zfYN%X^ZsHtYX@$(B%9JBK{D^1-_!w`fj|Exuh7K!3G@ATxi3t3->!MJJJm1;q6!y? zo)!#&wvU*v7N4%aHV~elT#tu_YSV};2ycW8S9bCXSu!f0XhCn5Q;80SWedx1F02Q6 z71O~*F+-gF%Cx;MOEi$I)vF%vd|=umAWmF%3p^g)q2!$jFjsRh@?&m=0&=dYh?KmP8(P1bD|QXr z25!y-VooHuv)yQA^$0hQiDRH+z4S|q>|z*{oIB@$qzwJ?xu%p&3@d2hyw5ra`eS{s zQq;s4H=2aA7S=$Qgze4;|B9mTAwLFObkNC!nzoLRC{ArRyswexzBpBNhS4@O+5*#U zwNiLh!E4^gu(St5Ue3;i|6kr-N#JV)9=1>k2_(9hK??QNvr~G$iK?p}-eF|*`OfN6 zm^T(?Q>oPe=t}Vpy^0B~Dy}W#?WoLa@k=|b;0Li}iF951T~9RGTfQX0Ll5_JDXSrX zCgl>-CY&mHpxBZP=GO3BM;VBIhW`v0SzjJ2P5o5ch}}uRqI!s;Yy9hboedlOMesxN zLl8pJ8wD*pYwKT+-V`Eq3jv^?1J@THqisHUKs@-BwQ4q z>cv~ADd(VqKn!Nk`R|7U;je8*-N!X@)QgL1Itx6%l>RS0{ZVFsidOq?=MU) z?uCHnUsNs@OZ{p(}(uZ<7{&>E{LO{ezVxrV}IjUhN-bjv)MrV@YFxoz? zk0XVe)_oFSC6rX(fu66yE=!Y{zv(bX{pxBoG~Z|z*{_b~CvsBDE1MDJomYZa+IRoqG4UwrEZOmp&- z4R`O@m#1w>-PVkq**@&oY6TbRf1CY4{^``{wS@827@p7bYTqWt<8CYTKlIB%k(+9a zs+va`TuBMV)jEQ;4vaRI#GjPmUDXsOgu_-`j`;PGf>?58xNJL%<~gN#zg2Qm)b(s~ z(O#OQE;oY=AAj|vPHaBC3mjL0gyJC~;IW65>>Ww2!G&kStxlP)qS$=-#OCSCn-6x| zp=NNtiJDsC{pfZ3?!el?N3zn@4>}Zu7Q_B|_e0*KWU==!Icb?iC$8%Gr@z+3pS5JU z2x)9*IOo(uidi%l;VW8r%y7zhi+?6!zBem?aJQ+-Dk=>346wCf!=_}E8o}P92`q1e z?cLqob-*Z)4?se>5cfvlf?+6e4RmP1W2XY~GU_fn5%#db$I}73GX1$h2ILvqj)pvm zN7_(?;G*w2AG6NPYAMv5FLn3qABv9~OHRTd%x0`hFMRr|3ap#(oIheXV^mRe`RcA) z!M36O5>YYb?8jQu-p(w(-V>HFSjrpnbRdLs^J;s-&HrCl1L8$N^E6m#H-bTAS&n_F#o>*h@`I^$H0xJv5nQ?_%n?K zz#zgiApkT$H~dDD$H=^aYS{DoV?pqwDI3-#)_RBk&%zXE>xZ82!U^HLq4S~^qBWcD zom<+)1`~CL_PSfRIPVl(4CLLgUGNYek`cWwHfQYx@nFRxU;`r-FD){rXjX^dpDg16 zcTmFCIvjuFmQPMAByu*FTs*9klQr*)33CunHTN z8e}WAKZ(arD9~LCQFYMxOr%Rb-Dn+e!`zjC&x{>sINspSpI}_iqPswVj?ZX~LP-fD z%2+^O0eR|N$WloxFrib$t!;itUldxHoFWn}db~ZWeBEL{Wq}PM4TOo+ni$9KJ4)MY zMVf2!KbH>JeMwBzbuQL4Q*H@Zg5iG(@t?098%UqWYtz?9mIT{J*P2qsUS9v-<{@<^{7;I%2O()rO_ zL1yIBa|UdP+J2ueYWIzMx1DAzut>T5wWybW!(k5aB*Ddp7+9+%mE8JGoaicl4=bM; z*4D_ghBn2#)rI{$(?%|-)09}UeVlgOsQ>JC1cNC zQ;&LsvA%A~H)XZhkVBBAT$h9k#4>QhFmkxl*|9FFkZ#=hJ*)}<^xiA>l@}s000#C^zu3q(ff{}#E=Nx zRsX?&?MOZBC`_`ML8N7#=JsB~TiaDg-1gScha491bpEeHvb$3<_0w@&D~HFgxwXn#g*v6rEC zEw+hwv^}qZmWjn~Zu*b*0l+~oz!aMIVW#M7-%-%*K}Tl6%k6vMyL&FQ#2>YRT*kmu43u6A1{TfNHlOMCFgmp zQN%vBX(1q(lBQ!#7=)5v+qu)84sZ$Ie6`G@x#QZ(ehS z1vE?$g8Z86#uN3G08%OwdG9Wd9xRDMK{dl)ZstNDmIe z*s9=qTl`M>l%&wgwv$4~%Z5BTJaC7-G!lPW=@b|TN>o!>NyrAO7pm8y|LbHyq!3}l zhHb)V2b}DH>IR_v!E*$&D+=h}z6%t+gL&<4f&h(_zHD&oWaUe%e=>rg|NSoKLe*+m@gWd(F3PQnECnNWXLO5!6_ zU3Wy)ND-M;3iM5gIvlw8h%!;x4nS*P`rj?sy0*t9%ESpR2WBcjpUWrjsZ@IC`M=c( z9{k9({2B7Xm*wmscwk^V^JRlXQb_UV^qYZOpXEl6{FFS)L#sB&#I2zaZ2A$PE_+;8 z+Xp{P%VN~><`fn5iZ3Q4ASihx67!z?p;T92&(6sy&Qn?n%mcUKjvfN@f*V-1Il3>g z$W{@sunmUq9$#wRz*7#H;7oAmS$m_aiU9&*fM8SQGOt#Hv2=scNL+b;c=_+o3PnEC z7H)2idwgNVv<~q%2f#gR$ay-|b$q`s?D)4#K^XJO1x+iJM!3yTJhdXOw1XZLG;H;P z=h@>pIb6Woez%N_B^uhkxkVae&3E z3ni)xxg4^?P(O4JvOc<-V6a}DQwD~i4iMV!$mBXKb{WD*{rLVJ8!J%-QF#o7{}bvv z^Th<}nRF3fe6K?x->G9xY{A=!4tJGIP?aegCH~hlMnU%(8uyX@YJ4uW!RjH#>PeJp zblr{Qw>9`TPJEeF+VutB&$=)Ej5Gt-pEn`c&0j}+*~|gUs~$K|1Vf%MsNVgX|k&e1OhnVgFndp0NaPGDMs1~9$KOWdmaz7o ztoW=SR~=hBNz61K6o2dHLMn0^-+lr zb)g)*L)b3XGlc;!s?*h0sC2`KA*5eQ-~2F?wGrw@axn6c;!zOSr%&FxwyD0f4Jx0| zdnsI$tKxM1ZKlT>>* z!M!EptI$$- z@mZ4;f)HLIrNB<26FgM-xRD?IK#g(m5i)fLX~8C{AR$;drnuI^b_icXJ51eg(a59H zNGg5jeL_BFc83#R1!ibFb96g1I>{`4jtSuXfGp=BUSxfK;n3zyLen0K9y+2@26rQ2U!&;{biq_!-|A8rIQQ z)pKF>Hg|U5-F5v~z=%uLpURVLdww{oGp2GS2S&K(H=8EcEH&u~&2|?qjRR`ap(mTD z9s78u!}6eUoSD0+Zd-T+i?9WUutgi> zhq|%8*}RcV;Dr6tF_=_+uqMtDlvC(TIm*2&v|i(I(?T#M$+Srpebh!d(st+^d=k2I zg{r$)S)WxJ0-8pW0%*?UkBfuf2U)u@#IRE1o*!deq0e)pE)Oir%YgNJyLmnLwyW0e zdWuuUSod$DAjOA&@`jCzlri_09a+2H_HVgdsD-4h%OH|!Od{mTSl-?6SY{$e zxbGT)gb_PY{aZia^}tIwx&8@a&~LO4p~ax%y3Z7F1ivWQ(}fb+jgrgq>uTxqr};c8 z6Af&Jw398xcSEHouzN35*YK}e;Aha`Op?l~5}m?dr%7ItFUh~E z7FGB*$Ny>^yFyVTxKJ>WRv(Yc*(}`E*xhwM`PT;~MZsW&P4U^Jr#lQN4kyxcC()TO z1|7t*5n}fpOCvB~AncZA$YLZ~FkuIJQx|$R> z=17hBsUTq*b0SRT4UQrMiCky>;jS<>RbP(Z3MrIpYXTD}w0Zk0w3|tm%V7Uwonysu zegP)I1KVQytUk&N za2KEK?uY)tk-_s2oV&o%L!TXZt_Y^ z+G=z&s_1~rt-cpU_qZX67Zh4G{9u|&nCcM6K-YPR!Q~C#pNrWT6Z>E4c+*Q{Q1$?c z;<6jV7jq+9Q@QrHZ2Xw%!Qr7H;C#enj=nS{e9e7#{=RFv0Xb9mQ)Ydn;|=DAAcJ(d zsv%YfA3q7V<$O%plUi`3flU5HbjILMijjCl87IPcainiLz1obe6RS7} zzJW7xKUtTkGF?HtCy({J<-?zX&t7q%dKVBGvUQ81xJWqrwHZ1P=RJFRH2&Y?=$ z|I!26h;UGQIe_8UMIVmBd0FQ}nYPdM+!Fv%76C}3XVTyNfq>*W5a7IMp74owY#zl? z5bADmIkHs0K6YENX{>ev%P(s&A+$168O^Z2>9Q{wH2YH%`)7!wRfc`MKH*|rDRTa; zu>s}o%@n2RFPSM~K`*C9?hw*20zqtcrTJ;auoV1{bwNoP^>-D^LD|d>;|r{C(PF6K z)t2Tte7>#jPp)77K5+RI7Yq7)X5Wv<#Kt7({G6Oyp^{1VMJ=Eup2A7!-6pCj(>LCm zo4w^)`aTk2{=s$A!RpZi1zs(Gt6LAQm{97Q0dL=Uc_ooT>0!RXL#5!daFgvFlQYJC zcdG21U6$iBDJRStdYuA_68Sg#r`PUQ3aD1a>p5>=qpukmx#rbkARV{uF#wVg%PHxj zUR>%afC4lFCXX|Z>Y~%Tk9_?T5*@n^&Wpv=_|@Z#5YBV~uv0@TUxaq>z;8!0x8Jv5 z1n?@oUrmkO;_7Z~^AN4FLmfVIxulfOlA@YJ0Tm(%ff-wFY6#v#ZG`_;lfhfteL14& zf}f2O^G_IAgn3w-)}9L!!G6 zA+-`18MTW%7m9g2>&ynId)m(BlpJ2i$E1H&(p#bKW>1!{eQPkRQwGUJ>Vy9dUOYJ~ zh&DRc&$hh#=T3vgkM=q@0EZX3)zgE6E#>S7-0X+hVxX!&r=lVnXhVfZK%ga?nVjsh zd)~9lg18S50K8NeX{#(0z$Rv?$^a&v*Uoh80$Fr}M6`16nDgM^Qlo{ffW=e;x3a3! zyCSm!jWwq5le@>VA(mSd-kr2S_o;;S=SsD6Ay?YAut8#QNo{mw{j7%6w1Cohob%jD zLZ$FqEFx@*FD3JiG;hxO-hI2cGyYbi*Defk`GSW2!w@qo&4evhL4~!wc_tM0C%$+M zbSZKl<@eAK$XHDn>W{%dlwN6q&w?QdW-KeUbM&AxPa$sv6ByPa?Bj3*JFAp6X(8kP zsRgh>r?MSSHjn-}b~7jzvoN59DuLgy<2xUrp3X8wSn0Zw#CSe`O5ig%e&$|UV6t=zXpq?3apf&*bpT{Ak49dzvzFIz+4}D7E?4w!0CN&&|8nPo4;w ztz(z8)6Ux-w0>u^!QUpW*9s|?APXA!az#N-Fc5H97f|}MjBg(O<1d1Sz5y#bfnFAT zqv9y#l#u;^ZuW^FCiXXYDX}~J5mR|v<-L%I6ll<(I0z+8Jd)iTusojrB+}Ulvw3>7tVB04C_~axs!Hy=iw~6D{pzfZF&@V z)T0(OmqN=-1eok>V{AJwQ5bO3&o8Dnr2$Z%@fvXBk28C?LTB3T^U13zHHtXN3{m+I z*4jl{ZxK|+ooJ6kwEIF--voewlIvHpr$QPoB}Y1;Q4`Rba1Zu-Hp6RF;hQ9V!gWm0+x1cmIVZ_pQ1tdCC~O{^NGRhIaer%U6*zblCGzJo1>HU*fr1ND zo{5!n2W)TEU1Q5;IF*uaeogL7wqldv!xGZ|Tfm3pgr>mhDV~dV{wTL?aJ_?|T^yg+ zq>D59I^uKPf)s&K6F{g{@AUmEImb*{J2AeF)d4xA06p(`aiMKGlePI$==nN`Zg}K} ziZZB_D9ACZFj4;VBRS^vvSKV|F7M8DrCy7QxR zon(P>blD7?E{Tjo#m7$(TeSJ~U#UlaNhhi+A!)GTUVNn-n3ss0a^k+pW;LQCr1KCl zi%tZMV>!hVVITnGw?%>^=qoH@@Rr@;@O>m?^F5ZMB;WNabMzD}Y9Wbu>EZZuAU&P# zr?bEBsxk4<30geSnjxU~>jb*8gG=~ckGTFGiLqK2)HMyuZJs%}=bj?cLzx?1nQTep z?!V(DQbW4rS2x^7jV8YNS3ljqEY)*M{nF6wzSIX?D!l>ZeIejB*cL;@kpS3NWxbk| z0N%eX%OlpJ87UV|8;8*|+W2u%TDCXHLUzhcPE2p9?z~xt?E}?}zv0*TPS!Xs)^HwG zx38PgiEt9#v4+@@%1AMng)%W0;zZrA&6}mm*!StU8+CL~`4_GQjdD_y(-=C2>^N;HZmQzk;BCNI6*3J{Lf%s$t?>QMbly$EhfP?)$;;b{6G#kFk;Db;3NNOAp zbBURW7pWa7;h)k4^viR(2&@0T=l3-2tn^2WQuOxr&Mqu)a&bwpB)1+{zVx85o&!AB zO%m&MynMg&ZDIl^mn5tCWOn!l{B3LccPW;aChg?az)?tz2Q?=Q!GII-+J-_ff-BXNr2^;kFSmvup0Upol(C_Df5In!FWHX-(^3{p7Bc_lR!oV2Kt7p{R)CvBWX^= zSr~-WeTZO-9?HMT1rTu6c_h%WF{qutY5A2>AI3|ijSjwtj>f2& zqvVA}eyg|NEgAfFih=_2H*zrRtC5^rp0CgukrKJU3V6?7HB)-M>`*#7cPWqw;JeQk zjbgS)o}8uPr?zJoHnbVGA1Wxb5WH+6vzK=HdqJwv9yHqwm7fCnvDW$Vcu9T}cq)QE&W<|p0V(MzJ=G!v{?XBe>Tg43uX3fCm+(qmn594)`*ec>S? zy*VI7Cm^^kx_i#nvSKkl3BZPcluB`58`~rB%Sx}c_b!&%lPBcHPwQaA9rQB}FEp3M^14zZQJ18>GYw znu{ou(A%6Mg}s6$`}^&s;p43)N|eDOFKV`J_&2A5%zTO(u4uh9F`4%Ica-8Qbahc3 zf4v#9sIIz+&b3``U%J}=IskV8Qi#7!7(t@)20nP7Ayiw7E`ex5<%D5iF%ertl- zf+-V%oC%5DlOB5kiBpA8N%=&RTqE_OtlF&bePuyQ-OxqzUj--$s{q2!eVt1o5Hs}y zU==tFh{(kn6BIzLwAC>Vsfa80!euYq(k|9D^2 zc20>cs>v@sUgXlR?)roZzY|iO<4J%21%et^3SS2j`e_w!NBS+Wi^Esv@3Pa};QMR- z`S->@2kE`OT;y&NhbI6yC|yT}4FShQ%S%74sj1Y)f;^lJa+eSto^f0J{J#5gauHyn z756cXyRcR6|D8hwK&ewdJucNf`x(0nOL@1+Y~B18A1w>S~8&U2zH1 z?{~4;2JCOw+?1K{ zmKtn`iPhBHjRf(933FO`yDs(n<6}*RkmWw~jTq5~vOcKLiMZ+2kjpRwB-dD#y zbWM|KF86YP@CdGiqoefTePSp!sO(1h)1|F?2rdR zTwZJem|ou=2<|B|>1fybZVJwq|C*fDXCFA1>AaHB23WrMF0ye;+kgcXE6|vb^Nj-~ zT^#*N!AC%9!@kSvQGX{7J5%?!j%g%*-Yl+LS0y~Or}lf25pNuh35mM2*hq(2wVaM^ zzNs6(1C5-0@hM&vA-*g|j`yo#fK_QvW8-=m+zpW?&6Zd z>g`>*pxSIp24N*V4mf)5#M?~Ma z^WLKfFlgioLJ-)MMmw|KL*x}V!4@ypQzN$$+8lL`U#CAOF>Bjsc?X^yBg=zfJp}9b zAnZrg^|8iQP}5n3%y`p8DsF`ekI_ZHr*Sh^sr8^jd}0(Q*bY5*g?kt8T&4)ZvvQ%8 zQBe4#K(G}py)L8thC6!X8z;+b9V^^(q?IEBUw~+1^?*IoIX_;;blVY$1A;X8XC?15 z(I1FWwhK{!Q(bTpT0aL$&!Owm8-x`UBv;%WGaFMmucQj&)P4vDMA}bQyf2`IynYcGL5xQyN^BVMePEbFLq7J3DVWMYZe``weT#&Dc zivFD>h(PRZ52oRF0zDjBIabK1dlQlri4?R{4_`cAd{N6lA=M`-GYs+{B&Y(}`FA7^ zP(I_LXYhYNQYLwr;H4u&q!q@JQGI&n2423gzZ5(aXXkU{S9|NGwisV$tSm1#0r7E- zCi^XFZyl^ufMAL<10rj&z(Pr%=B_Yzy*r=Fd>w6tcF&XzpBGDSJ9zj&$$u`*iZ28F zZubp^i56fFGE*WqiV z|Gdln3U_BUL!4Ve62b{3u-0@I)rp3Z?zL-A?K@#9{hw$rNC=zy;eOQO2)Udp85E9Y zODD^GhFMgmKT*`$U1nDhdlGsXsbK;;26MpdyK1adS%WENRm!M{?|$Xehnu4@U-rh% zPdc{gh&onv;_j3i22|I|>YF2reWjHdjmR#k^qbt#Z=9&^KClayqhTsb3g+Tg2}EZ6 z`fHPl{2sAX#ZpsG%D91T;CuvdfAD_3%r5?hJ+jPrEPyRqY4k(9m-Xfy-~pkrq*x?U z)waTFKYMRo?||MKf#IU_8C@JoJoll$?z6szEd$f-aDnXg=6p{aMYi~$A!?+~!=9i0 zu2PZ*8pS2CxZzIc91S*7MeC`+Iwac791Rx>#1QvqqO+6KU$4_8RSX2Cz`FC+7e~zJ~1!E5wl+Cx0@CUPp0ML@mn;X{-NR-`V zEThxk0c^pWzWtNVCexuf_LzmneralEls(D1#*YQigW<-hZ-zMFtoG>{PCe<_#EEu#dXo%6*u*@AGGa+P zjfG^O%`uoy7L~`L!hu5()x?O7xGDt_1{a+YSm0#*i`pYCWT|`7$d7;ESt;^@5a_Jb z4ER1*ifvPUxWtbj743N}ip%yjWqj?WOz1TPZRlY3{Y)*8)@{w@byD}%$)jMUz7o@3 z_Z|-*!>KW^Yf!L1CFtDI`9RQuV0eWF$7E4fRZ=Jxf$vbJr$0*Qy2AIU-9@L?6MY%| zm9nLcBSMysoxVt&heQa^zDo2Xb<5S*%e94!6-!>Z$h!o-YW;;Qbm$k{5ar^^_IH%KcfP-+H*r{x&mD@>8S1zo!||zc?^3FhURe`LCb9bXt?7$UK4o!r=Gl=xEJkx`fwX0YjGMeIX4X&omlq zdfK33G9RHY@R#1{(s>>)Y6*W;4lFF^&nujYM<$U;c#}lK7=-@7041F0pXK;|D-!Jl zJYh&Dz;vqByHDQ*Hk7~`939kbv5wIyT=mdE3ZQ#3pB0r) z3F&vX$*rHgbD!APqG2wCIgr20I9G^UF=|-@l9zcFr!Q#B~Hy^Su7{5*w;WKvd5T#ebNio1LL5SGxPC}TxQ~$ zHCPbo&UW|@UBEfHSZ9F)@K4>>uPPfUIa<-)Fg$Hcw83@Rt<}d{bGSyE{VuiDUY3yZ zi9gMyd~woZ?X3IoGJyNfcv~t`kMbZFiPz0pAkx-x`vWYL0Uk%OS&7R-yXeJ@4dhG|NH07=L`&^=bU}^+I!`9t!1})#CyR71Z*kYzu!!p0*=}0kB-fhR8(nzIxqEZnf7IhNdW0Gz-Y~=oVR<~9R&mR z(|1LW39dx6^`3iPu1QX2)ql_oIJ}342#6{){-8_t5JSM((+SqQPGj z@i<((tZvs`pW4*>KEmI>(GYNzIh0$~3)^qo87tcdiou;)yrQEo5c@>360NV}g~y&Z zV7Xqth);z>Qr>c~DHmkJld|T#gOFr%*!GE*q(Mi|HLG2D0b9KtD)oL^%C_JyV@-bl zo`Th!RpKaspb6C+C%&NDBqFJ}hS-kJJy|QNbeXJhJlmgMF@wu@JYV~Fq2}3yEg+=WU=kP})2ZX*E_^%IpPC=uqGtlz z;bf~c^G5wNRid{D#$4NOt&;<(tcjbXo2-x6gqt=D*34QuRu9V9D_nbC*KYrg)x7yI zHhaNA6r|aNh@A<5`U`YHQ^amz#5|-^_Q(y5$uK9Dj4#`%Q8+)_O;Z;x#ecPS%Tbbl1DlzTX6194wm z;z+O~d%o8E#Umv8Y$v`iJ@0EPwwCa}xt1X?n4aN}R=IE^&JPe>Xf&0pt1G=Dw(h6r z*Astyx#tXUxSBQYF2UJVJjUAIO#sj347S2hx!uASkHe4CQi%#ywa^-lQ@oIZy6!%Z zuM_y(EFUxcNU!}CQuP8pOrIhX(`Q`<|B^sqLMrdA?prvfZ+tPsCy?Eo4M}%Jp+_gC zR!F=HP&d0TRV8NDGi4FYJCmy5Ap~z1K8wFocx`xQ@LBHXimhhB zi)lgub=>_+w_n2G?FKb>uiIIfC)AQ0hUr;lTgK>0$W_QmDpkJ;I8Q@5g(scGRS zp2xJ`@70)4?)r*CnJ}s&y{20XT<;Nm#k~w|vjYM<-m3K|>OFP$6!eRNDT+1fLuu{E ziCApnL@Qo`4bb97wC~1}vo!Np?|UTjnh#h5p;+*|n})X#PE+KtCJExJV>0MeDA5{r^NoO&t8%_WY|)e_by;@){>EIR-0)|{fK#tBD zvH5v-GS^!0`Lm#8#+%*h)ZMW-(sCnmBRltRv1)xmbCDW%LC};#Yr)v7yvp(GoLzWU z;)Y1mY2x|Srn=tqE%gEW#jZpBQ-IKEO!ROf=Vvwl&YW0PJ}}qkGl2gewl7VHSyo>K zU}EkkGt}sq5{bc3g#$A)43*=c+54h||9M2aQOS$(wkTHZp<;95fsud>O&p24R2L*AfpYZm$=ZeuID*-BUeS0vA zd&`<+)w#Ah&bj#JV3Ppu6h;CDfxlH9buB(U??JN&bSy}>%FN)rF_4Aujo-u8x9lWM z+kQadb)T3@6I{IZ1DV#ejOjQ3Se7GGkT1Hu!1L4G>iNI?q}-w zEQWxV#`Yx@!bZ%>ksw_5vip%owi&$hefRL&?|-8WsvSWJ#KBk`%f0{T@^NTg{t)q&Z-so#`jPt)il}-2AIG=YMUT!xb#4-b~EtpS$B3%PIiHY zoI{mP>~8z3pq$mW9z(GA^9dg};d-2kR-aP&nhuRuDDDajt=Z&Pj%4UYJI)qHSu}-p z2=p-eZ#)3%p}W`ON8KHLpX)w%d_wQw-U-Cj<2gL~vL>V9A(yJp0K<*E#x`f@J(Cm| z)nt}YFXx)6!`2L%P-#{=vf|ugsUzW~d81>N4a+nB{OS_Aik2}bGQ?t;{jHm%F#F!) z196Tuj1T23*EK*qF1P%3S_KxOCnV8=uN}1S(Li5=nC;6BkIMr|w)mF?T!^jHHOPt8 z2K}fwr%R!HP5j^DDy0bo!wjCf%n?z!t#a0!%(2_;E-JmxUazbH zXbjP<0ENxX27)5zt?y(oM&dRS30YYj5GO?Y(gYS3mzHAQk>rDR8ik}#zMF*>*Ku)4 z@u{ya3eQic>G_*4;NCUphi~5-m*tw4qN51#xqIDTV+!j6bjo|fdqMENl{+ZBmmV9A zgmkJ|m2JIo=wHGZP-oXO%%l5mOoNQjYNoqlQ{+3@EEc_3GRo8)6dBtd77Iu zXRGJxgLc`n;^}(GB$02K{8{A)SJtf7an5RIKf8$o+bt z=P1uG%_(y(m}JU=OD2RoZ1)i|&oW4DQ*wX)g(pXqs!*M%yA#kIo*T1ii>lQ5fD63vbQWZ^Vvb z*OiCCh+7Q{A4dkZlw&@qLu-=7gHPK*=e#cfP^9uKXl{qez8EIJx7;mE@r{2~w@K0K zE|oZ!vGf;;tvcW!uYti4^amrb^b8UjoKRk$TOV7l$yaoZEYBdhFW{Yzqomt)EC;6>2-$>l*gx#Kc=#r4K!nyr77T_)n zHojJS$E39%gxgQ+nn*wkwicjmX%y&R0xc6qh_nr(K03JEOA%$cfz zz}yxR5?WkcH3Z?wS=(~0XgV6MX=+4C2yCAqEa2FE{-QaWgF80I@-5%M@V|_6;y&s1 zkoey_h=%v$?K+BQL3+;4@1WEk5#YW15qZ;Znn#_U`{l;54p=HW4*hBt6IC&21R>3} z{4(xY>%6Wcszm)I+qD-WZq5mJ!)^PFfCFqeD3xtzKfYjPW#t~(c{FJC1V4W?|N1u8 zP?^nLa{d>F&z^blPr8S%jh5O?)nP1$Au9}99%hO0-^Do$OH$ltP{&P`akzKJ!6k47 zx!ieN0~_xayQS(hu7KGee-LitG@w;D%mV5MgTyPQNE)h;n{OI7Pt9cN1fhhFeDtJJ zm6LSXRM?^!BV}$5M#}hd;1&$%=Qg6vV$28P_o?p1$c4$Lw;FQI+6n?k3;;!?rKb9V z=Agc@l7>w}0&f=-YK!o^CSA_WM(mE@tI9G>?i011Q~+o9Hm}xI>H*~6T3IL=+S;&Q zU+wUwfdIY$`grkK4AlWAD!RC(90DQsW**8COU=onFJRlZF!TYM>|EWar9VY-cXVEP5NtKQ685(jvY`+!So&|WMQ`HP5I5uu4b`@DoiUNDE z8T9U0T3`3$ppCONRO!A{`xrMMV$EWZUe1h2d_SRMnyN6IL{U{JQ`WH3QZO^=l`BOJ$x zuL~+D)Y!gWm{`6`<$N-HO1^bJH#xeY1K#n;_~veKg!6u`=(^VE)0MD)%V0^A0QQBi zwjuYorE+E8YPOLyfUS=P|8UVuwMGpSW zx}@+JfJ4==Nb^O_p)vX`lX}A+pYr?Wbi?lM?zh1~C|G++grRccT+!Lo`4%x6$M{H`!+&J8wHz962`tNCe`d83G4_9t`?Zezk=Py(m%z`0W{V}OlH8GYXp|V5)TE?(polH#PBSz_(x@N$ zFp0y)%iULqy%aBgkHx$-|9FvP(k=2(fv{y^XBH$)tP4|7fIiO=GIUIlZJHtRQnXU^;f7qKzgQC3aiE1Hdixa= zDB+!>xvbsLM6$sz(xy+A2KMjR@}d^o41=Z{YU!ga8_v%-=^V;;q(KWiYD}SynMJ!Dqx{s z^f`SY=q-Y>M(icWpXi_89yYAgb>C&WuTV=p&=VGg3uCpY6GBVYVm9c%H`8q3$G_L= zS7)*D@h-%9H$Fu4V0zDh*fF!;-?3RP1HpwKyEpT?xpfRR&HcoV z<{XOIr0HAf4BV|7+|dI#BZJ-jw2Q_5B)`%sXkX`*7~G;*fR?fJ z-{d0^Mh0!hoLg~25-U6e(ZJC%nwTua4l)(ueh^HBk3Vbvzo)1DJ{>DL_3h-3p7z=H z>-_BI^J3!#9|8GYG!OH~>)MEKHz z&i@!BF)Dv9!&LZ_9%x(z{rZkmt)s{expFa^Y}&Ai*rzDxsjV4G=wTNOU&X?CGhDHMJhRV-Anf(GRFw$P;zs&3xB|BYb=~V^tkshZ->YoA;ia zua3LC*D;C*R)=8v{xWJJ+P>%N9p*wGh@aPOJqJmWz6aO8*wop)B`v>VEN)f3KcFKy=4V*oCO8m1cC0)qvpTD0eJK&}5-8(<~m@wRz=QY?zkf$kwHATWzTkvr5 z_{R-Wzulr}p*`>Pl53ZLp786(6vK7QpP%Gn{Rj6KCC-oD^BvIl6K<`%B=78@j^{}p zGSUn5*qkLj+PK)ZFj9Q`4b{drTF3b;{0$9U8*;amXHpJtuvQcC8EA)M8Q*YA%BPIgEMHN zmM9eAxNn2`Ye2s)D}ej=74=80wRAmZSx-GB5@}84;Zl=_LpQ1q%0_5leoM34bgV+f z#ag<~*6~lx$omlY0jkJ737+18>K@)%wyzI*Z9M4Lr%b7;_KmrnClJo{k5TvHKlu4q zolUy7TUTiTh4UG2In3f^T! z`YpCoFL#N8sx(ngO6@_O*+Wq^|Ees!LsiP{%%q;Yo5rfkU!s^Ob*ZDIHU4o=>!3SW zUdj6-=6OrqQ0jhk?`fAE?eIC@2V(4U)V1K|9lj28xqt?MI+mV)U}<&^D56D4b(^x0?Z5B zuGKQMHw^On2M1SxyRlo-B%XI)%gL#9{%cHfHR6&)(p#NDHTrN;w>6NIF&OVO!PqXe z8zVWhRhE^NMfj$XFhCNy+XJC6Xe)M#SaHC3r!zMu+;%vU*3)k3eRPz^_uNB4E{vy0 zD1-f^n+EPFgHu#w@Nm`=+ASyFkg0^1Zbv2`!W2u@ugH|X)*Uo4Le)De{GF^-(4e^w z_G5Qi#bnvQ!K zh@_0ZsC)wI1RQPpi{*60@n>gc$%Gk>mgo%j`w~CR5IgM^>wiQHPXUUsATl|aoPQaV zpD3jA{GoRW;N|IBT3Wjy=RZOktK`sk4I8k>Ur9vNYIap~-OaGmBjwP^`MfaV7zt^UXwW3i|!hQ2qSW zHH1p1=n1(K{q7?9=pJ~}Nwcb9bmUyk5}NIud|IgZCXTd^;LrRqh+txHECHlac|kJ> zk_zV-96ZISD_OgmeHA@|vvO4SU}dta;hLjJ$&1R%VaZ{%c}9zYV11?G%$v)@%UaYf zT!HCM4<;tMRf*bl>QoQk9F)kj?A_76{3(?^bFJXIWk|48n5fgl^r;xrpBqDZFFki;ZzI~~_j(2% zh#bh*CQS6@p^|ooO8jJMQ6hFolxUG!aO6wx_m|#z;x>G11#4zIhe^8U8CP~^(x(zA zcc96(5DKZr`j0WB2Hb|wtKPn*$QL)huy+8kq7@*;Z0_Kg;7|u-pC19g3X62ba#l9j zuk<v3F}mz|Mz;#| zpMCFB`=JJ#9yBd74}@d? zpB&<`Y5II@ z1BC}6|0>S~YvhHV3LvRGc9r0c!$w!e21_i_oS^UYV3IwgIT-+< z6hJq!xyqX6GvnG9mX>NPw^V3v#JpXBD4u=)$(dzpoW9+}kn^!!3OKeC7%VY0c}V?Z z!Gxe}oFgT_D;c{Ms#jaQQnTrPFjH>_o+|bI3`4Y2q!UH(2$Czggx$HdtMW&bv=)SJeV5gns#^Atuq$U;Hw%HCMPh`QId;rbZ)<)X`v;4HczImItc!SVZXQmn zrmntTWQn-rr2tSzDsUPwb8UUmHM?}D9iR}_(2nzc)WE<%vQWAn3HA}oC66dFCQaW< zf94kgQF(J4f(*1A<$AL7p(sN1a5h}4*esIPv@wwAm;wQ!6pJsfP`z!Q(W673B_~ij z$qu}ONB_J81GRAhj=1T{`uadms;omZrBg<3?i17sa&*7L%2NfVW8({?zoljFi}Jas zg0&LM6_BUcr-6kANzwgMYyWw zfO=evF-hnK(U*^a-9CTzOgzd6&1JL-4FgbR-?8Dq@s54jdj{!1VX|t&7Oi4sweet* zIlPs^7G4RXf89LeZ^H{gI#jwfO=QPKTy&-Jx~qf|QToV!L4a#+?4OJzwb}ZR*dijy zaqkjlOl$kL0``B5T87{OB!aHl<`Zbk z0SMj35u_h&rvY{*I#@M6o-0MGylUG3MXl}hUHwBi+ zNdh@MPwKP~+qHn6zJo`ed9uV}l|8(qVwJY*Z~n}=SI-QiBSxJe$CIL2ljlK_G`M`R zH0}c`>4c&yKtI!u=9rdAy%$x#aU~7EmY`Qca9=Xh*&}pvrKhnAW&dQi3#D_6UV4AM zKJ0S%{zKOP^(~#x?Z5xSpWk#}&|Qa)`t^x1p51RR`~(7AF834kqm}o6ZB^VMIU@Pjq~GIRd3NvSARbxjaRbD z3y;tQtf}V_+6up!5d$42hGG;GGcz6087J3`0K#%INGb?BTQLAv8De^R&n1d;d61|5oMS z*ZA|>dJ*d%Y~io(6(8PjWc%xL-4~$GYafTZRx@WIKSvY_LV5KPZ}F)uk6qgPY03Vc z7RVIVbxZ~fZ*Onc*-+>%0ADSG*s+Rid~A@?aN zB>S~3k#rlo^t*N0E(x5e0KkvI|h({nvHJb9v(%4Dyce zr$v>ho9n5hJ`|Nb4ah-z6o4IlHrML3I~8kr6s_<+iyN8Es=xP#DEQHU#cZyFX+v9& z)TfKkkqU=wu9%>())Y|WXD_D9{c+eXNI!Xu#-EEePk=cxxZ?#xjxxx(SEmnG5{e&a z3MO}GB!WqWq1!L50Knv2#6U?Yh_I}UmG5|!+JOdb`R2cLJO-z62~&@`Y5wBX6@_IS z0#q+>L};cZy_xJyq1JVa9XLB}tT^{8+6|!=mDa7;#q`+7QrSBpX8%?TFH+^s_FfJ! z-VG4e9Z0saVBb&u^B@AaIarDp5?q%V;}K_v$5oyH#JmL33&NUby20!wMKZ&d$tQpK z0jblxe>mLbNiQ8MhNwZ;c5%7y<~jT37Hbaz6wNaQE(|ks^Ip*2_(KRtQCCqX|8*0j zoIY(j!qq)_UAv!k)P_#Fx!-qp>!4)0t=Bk{^M=4wL6qrYp^6spI3(9>PLUt&9mOB% zo*y{S6}iBxE%sI6e^$R&a$O*V?iu3Z+Choiyoa>?>F~1761fv zXC6W-fl40lx||u7V#pwyHFMp|WlLtzn?&m{hI?-}mw7jud7hdF zGrtt5wqj*RJaD^ti*nR%s&3Apgn7vm+keoX{sQxbh?nBey2RE;NpB&e;q>5EIli>B<)Sz5{5P zhxkEzD3a!R^w7U%^P3QGELCj!q+QJ+`%SGnNrOjTTdjqn}K}MbEZEvVj@~jM!d)5aCKKUdshmJ}7Kh!NkNwhVYy$C9xzR*gyg&Jqc#q11386);=uh_hIAC)_9E zjlTy4p~rdPb%QwgvBU9NsccxM$bk;4)~DxV`@nG3nLIx`nAzg#8E$D@BFO)m@)a{9Aq5^Uzqq-U{c7E990PylFz-t5(O-%eY z^6Q>5tvegIi*E>W!)ZO{-iex@o+lFL_H&FC&uo$lU7(5OZpD1-K?*~M ze>4O+mRAtEuQn7O%PNUINJ`<^gX2AK>XT=H(Yfz*9DypLNg${#4Wi{r^x>hjMn#%H zt!mUS_}Dkl)AKRUeU8}`xafGexIO|GkPZf0W;~QFOvC}1mNr&QBz=U_cFS>pi z(#+&a0||oaVnQM+&Lq|OC(kP^n*03~EW6LkcQHx*IHxyeisjH=SNo>-WR1}6qg@25 zr(}B9r}mG!@0AR__QB_LPxrhSjZ%~D3Gv*$%c@yunCQ{7^a)k5%!D@XVny6a5}dzZ z#lyu#`*J|qqmTUkEy-M+a^?0Y)?NViOZ&tpT`?ObyW5}Vsh0lUHt@u=mbSH!CEjCy z_-M@vkB7-M#9nzExv{RXwm5QV95-U7! zDf&OA$$0E2$cLKByJI~o{m|8e0AL@jA=RV_XLZC8bvDntuks_uf976*3ll@84}f{H z5XYqmK)dtf$w2^uubn)7QMtw^0M)Ms@ZCO=!+b$7NP$M z)T`KqA@*P@TBDVmPgEukJDq5W)JdFoyP*VS8)(A^kg7o2$?4#F^*sn$FaL`Gg_AY? z+39@ytqYucc`$ahI`bz-ZtA{ON5gw2X2uSRmKPaMhZSJVQJqhYj{mS50edjwZ^Sj5 zmpp)6i=_1c_{0H#8>*T-y%FHEUbQ1H-LoKe?sCcdv&a6`%ic$zvl6?sD_F9?70ORn zOqq4Kvyfd=^E9k)V8F5N6ihl;>Sg2*ifpufO674KqL}sAwxs54rIb#Zzv|qX)eQB% z@Zbdsd-1%|GX_}7xf=mXBj?V(9DlYONANXF2F}uP$GDo)H7nULw2x$IK-)@Wss=4u zL=&TFfv0lA>zEbbJXUQ0Mm3`ES2V%PyK*5_-hsfVkK*cL6Va8k%J^1v=;6R~|ErCj z*K=3GJYQrh?BKDg)Tg9H8!5wVHR&d!VLgQKIu`(=gOEyhv8 zV4mlv>_?ub5mY1B&1%KrEQ*Ata!uqX5ee?78dAld^6gt}JNg`>@$m`AxrHg=Nd z2kcSV1wDDe!Z(k8P_k#@_Q6@1xTQX{P<2>E5P^d450WD&i1X&_unFM0Eu_R z&h4ao030n1&E7yhP4tX_Ed_LCAh$O)`e_!iuDep0J?N#@UYKLEfKE39Iumfff%>)F zdd1SdYS?IfL3q7P0>IM^K0}&qcDLKvR{#(C;Ca}tD--sjY})TGHsi0sM34d3emFcE z!+rm>xqX50Om~{qBCGEr|NGRK{s+LDwYx=Kn}U3)TG0My)gm?hj$iZ^CTCPsRPdN| zQb_x1ZjqCb;a8la_nx*@wZp0leRwxOhAWAj{g^SxJ3RH2R_3cTAw2*M3AI2s_byLw z$ROM)o^}Zxeh4IDrq3w>$f1sSVJ97UWMm}p_RpAA0*%ie6sK&P*`nAzaeLD|1B^xG zpH3vf*%=7M=zpB~5V?e3p5@f_r6(R0>*?7*IUd z^K}`_Mzl#b=M4r&&3F2{zpXy6?{T8%fv-<(DNM#@CMG7l*AwOFn?(o!VfOM6xoFn_ zfaUiA^BUCDxCivYk&!I4`v@$YUVqWuB*whl%uH!9kcbANE$pUiBgM-b8-tsh`4?V# zp?wR$#iTu`i>L-T+5<{Q%U@JTU0z^!k_kiIuXfM^Zl=ssp^RfI0a@zftvAagax1-J z@Z2jeG*E3`r9-KI*j+QBI;Oa$zB(5K`ccOXTK<&St5vPDI{AGbUfnF?;Di!tP_51N zBWe7xfb>**`yJ*P435&r{k-o6py#KT@Mxh9)88MT&Vo!HQ?f=j92K95-`7`k z2X2?YmaO9DRQBj>Sq}((rCDN$hZzt0?)Hjl(*r+zIQj8z_`*ma{KoI)Z7uiP8ElvU*@_h!EPP(c1Bp($eNPI@kZ4xqAC=Q$p^dd1bO0wG`uG z@$So;ac|(Acgl^2El#@wI)G|Z^W&S)oMrkD-S6Q-nlWGfb)7n%&GtbYu%@TJ(EFYy z(7^1TgAF34WAl*)BV^#<3pxb)=3nFeeOJPmwKAX|Qii1fR?T9|>z~efM?2kbaA@=tz#Y1z~NqWR>RYAxOc%yY!ZShB&yWXW<3ML9nvpeeM)((XK zUSkl&eHnvb8wl_yhj$qB3J7FOPwPEORsxy;koZ6)nA>p~E@AEEG180z{&>LDA11x6 zpU$TVeGLw<2~?Go?)1`*f{=mYG8Muuop$N_0Z*%WV{E(>3Njg?a^sP;s++6sU8E2D=RM#1_U@Tqm4+KQao>gdkOI5 zIYEoLMLz-sdx0f`-BA$wl>_%Q4~KZMA`vyv7G1epzB8YRs@GjD1pocl%d1fG8brK% zxFi>Z0765r0}2EqkxYqQ%!ys?4)Agma|4HAY}$RQkYChz_4xxJ$bBj;Qm^kea2QCQ zU0z&N1U4?Hc@`;0e=y7*A9ceHrhk^xS#udgp!G zA`3Kh(L^g2OmckxtMwO*7M-k!Yr@f6{}F0-k<>4#E5WVmMa720=}9EpY5(EQ+|D(g zOMjCSLQj@_1w!$5MgWMBz()O<%i9|X)rbSuxDKRSjoW6=v^AX3O16Y`xa3YVBW{X= zlO=aheFqO+d&GSz7*#e1HyrOD9Bdqng-RJ(G_6#dRO9wOkntc zcvax(=M1;esP8rs1sRzdeTp=CEjIK9Q|HqhJVH#t$aV4?9JsJEFGB2cw-3rr^ zC0*Ubqobo;&`|7IH<+fPFL*+eK4d?ui|k@ zAqxELq$E8SlKkUaSeVGgSd54e9X51+P{HSOz-K5*$8A!azbf*WF_G~`ye79D?;*Xm zQQ`NPt4FHo+qbDQ*6k}P)-7sfAFttJ!3bYn$W)a<+n+$MY1#*rFf%n(0)afVpNN#( z7$_mJ)}TNXu&BC$df4CHodoW5(NEQh*}ALC9|m{y;;T%juFHYkQ=T^wSXL zy!2~6&+R;iw z$31I~D?5&s-cbGpBS9}ZFKI=p^9rn~e31JDwy!A&IHR3`!1^;B-S<3jpkNf%B54te z<&J14y1cfq?YCVLG3j76>igjI5bk}PZY*w*6y-jlC{%PV0#@Mkhit|CYxr1~aJsxP zoGc=}K^neIvn0*+j(40AAT9x(zdMMOTUAq2@G$z~hvyW{-2ge>|I0xI?!VSc94;-< zAmRJ@ykOD(-4=q2qzx%Gd|g69!tE(<$HUtn^bc|iuicPJ?>+Xp2$-2M=p$QVR`)fA zTTMwx$;TYSt2J7Rb{8n-OCSn50MdT;HA&5Bndy4ddPpUff|5clrul@-T0}pJL9rib zpjShwFqU@NrHj5B6;DF|@$Y~YYYGwu4WNDvdc`FrS;fU_cJp7+!#0eaSMt2T@MzdV zeb~Zr)#W}FyFTyReM}5CjWLZ`8Tx^KlgR+(0#KR}8;A(z2Au5>>AahXQ7XId;yU=>s3=iVW9T;lj{r&wnb(qt#K>-f9 z?(xWAApEkUbkOXltm?OQETy-_J$!Ye*-g9AV1jXWM=;C3U-a*$&!!`M#YsV2>bDBc z=qRZ2!q89>NOgmYI>*Py2gCPbm~fFHbaIX1zAw*H?@u86!b9oP*>7Dw_Lo3C)Pp6x&3@LR#a9268}`GyX64^Ly6x-fz=K4CKbN%FOcETlkImc1&G&FrbS zDF%>mz)Ylxx30fxW@bi{UrasMBfMWqBW`YP-l_}BJnA^2tk_z}Tl#U7pHSiOsGvQ@ z+G_uc{V+j7^dQ&n_wyP>yvQ^CXrHUfY`_=t*Xu(>0S!d)vc)KR6Mk}7Q7`i`CX*zc!dL+ zPIA3{psK$;KqW2v+?0Q7#nf{RVvPkHSRfZ=7p$X200{$WCS;?0VUe!KtZR#oqPPtC^Zwl)dK)Q$5IA?^$5iP+a{9p8H8jufoq# zDjy`#ToJ5j1MhRY^0Bftz)7dyWrE}RnCgpI{1blFcNn7^c5{0b+pan;EUi3rz4p!f zh4J+t#({KTV-H4>wSi;QcP+ftaUbuBvj~cbnL^D+N6m-Q_m!`;S92Kf8r^UUc_nfo zR7w(v0y7JXKEQL)M!FgdM!l8_tfWB)wAv3+8dm^wM@K?NqvT~Jywm*rrY@7g`gu{bP~~avH;Z*%}1ps6Zv1x(I6u=$5k%TDb=B7_=?~MxB(DWOF>X z-Bb5Aa{@!Qfm0>5IyNc^Fn=zitfJ<-A?eq!pJx=QX|FwZcGdvFjrRa)CD;KF6~HFy zm%bPOWyZt4ReV1zP0 zGXiLVp7tc}6Ob7mm+6D&QvlhLG63;XR~PNc-p#fxMAqMd0@3{qrCqntw!!{Y-Xmq( zg^^pIK}4Sc{EXy`lqXIQ?ws|wTwaxwl#!aWIFSbkty+eHf4-bp%0a%rZtbmC#)aF; zCGRS`;@T2;8-%MVnXs_!uA-MdAagO zq~aCkkuQ}Ph0IPr--1Oxg{p~a^NK=wMYX}_q_>3Fg0bB+(k057^>t^{(+}U(mk?|S z=?p5ep!sqC1pOrm-!4>UYt%zQP;uue@K>P~el&_STtPHOO&LPLImnvx@CE>3zG;k* zq9qJzZeBMicn5F>6wSjMTbZB0WMqDRen&@`6r*tIb|QbD@Uu*(x-ip)_8I+C8nrn}~sd$OLj~tr_1~aA@J|0SAI^LlA+vjch*@179 z1K|fxH(rL==$L-to^R*Smhf(xsGmwIWw>mQj3Wn$J*Q(vWW zHkS?4DZO@0Dh-D_e!Zp(DHDDmNTkl(GKWW}yis#-MpO^^>;*Ku&BI4b6pxs6fMuKe zv|0;fsH;DEs`av-&5YES*JZsmWgC*C-ZPR5EVr3dY{&X0n66<{6D>3C_P;kEe1ZCO zu<*T2@xBRTLQ!9Jw!aG=jMr0p?`75UX-SqlvVQvEkls8C6nVFC#?Q}R4v&CbhU&9P zyfpdp@~6Ij)2zZCwH;h&@Dn83iUEba7SaAY!G-t9z4F4r;t(%yFy4_8%Q#SDAro!5 z;Nmin1+N#`4x9-f9erhRCP{BHN^GTMp76lc%((=SNi`2-J-nl;p29lzO0;4vq?29e zB4MA*`k6osLJ~Ots9r**7=R|8PgYlsvplyGvB7c(a7<`~C<0-ez3!43e*14}34w4t zAbE00P6B9$=7Xqy0BaU~F@LV}l#GIpm&4GM!I)~FdE$aFS6VMh?q$TIG_|`xmmSe%k+#Kq-&e7j*YHEK&{W0KsygWi?W{!jbt1*X@ zj;S?4P+=~ry1SSp>yig3+n(xf%rz(UG06r>74tPQ9C{KmqCc31p30 zPE=`jKi`EM6RCHRwE`KnUa_`UwpqdBQA4n<$=WukEq)~jz4^0V&PSN0HHMO3)L@CE1P@LXd!De8o~YfVx$GBj6l>4BwcXa zV!v9QHBkYDnu~>+CNhgfJ5pWG=v6EelvmA{TS|E%>V~w+R!Wk_m@11NlWyPJ#u|&} zZ&UfHpY>$pMn%wUtVfmPb+KNjg4Vn3TEb_bqA~v$J)}qF-!bb zyA1IOQ|F#wTk@h}V=4Owg$?xXHAfynS@u$@M`E^u@DdV9fZ<3qQ7?WDbnA2GYF~`= z4P#YhdEb6D9U^sDfhv}w%UoM_y$rKnUUvTAz`AGIam9B*6^Y^cz{?l!Qq4KRM>7n} zpiO;9IlY+Zw{sbH-ohk4C*&_(Nf1gZ6uO$%2)yr121sXkiHM#o(J{QaAsIsp_UUxZYw zOe&6Ems|!22SkMA4uy<Ut`~aThaFJR8oMAi9>ZKeVmk=6lh2#P@+A zqXbZ2Bsf(H${0<^@TlzI5~mVTNB%6n-bgKN3ts-AkwT+4pyp2&2ozLT03c#a43W_W zi2jq{VC-6O7dvD-v|Q|%jL)|A&2FNH1_vWg&P24oC#O}YJhhZ{<5{LS{JNU}=RWq| zkL?zFPP8r&W%upDhr3*a(V1m(bhs+gF*2>HT7HFGvo-C7khB#h1{mOTZ))wnYh*)F@~1GMWt#XeOo5u3@b z8EF;s$^9%;Q}?SG+c5nKP%HEkDC_~Z?|uYysfQC+7@WE+SXj;-+j5wA)h`F?boBk` z(`;TkAU{F_bt={_z9HP+8vLW!*L6?nj(O2Yrz&ezyB0t7*i%bYW|a0FK6k>`SROWI zj1=AeoH|pEeHrKmW!P76E{43qfIXjBu1orBIO`Rqf%7%*P42=Nfh1 zI@_YyS3+3K>VRDLEWU=Hu{V?jjvYdE{EQrHHBCM9eL3wCR$%;H{y%KJRZv`Qw62Q; zf;8?PNFcbo1`Pz4;O+$N;1=9HxVr~;*QRlI2p&AR2RW0qYhSGY?5a5nF1Vn&KN<3l z=glt)&M%tA5$-#TlQomGUHt|G!PBer?P-T(71|A70OZm1YZGoPOQ>y;8ZO@0(o!10 zsHA)-Z5vVZTdrNy z-tVAx)b#bJ$=P2j5jZ|l&n-U>ru)i#<>qB#Efc!yo^_k`vNmy3xijLOOdGb$bXs%7Bop5(f7mN8SW@hQ4@E-{ z7u|zlQUdLQc4P2U6m(2cI31sddJaA)9ILhckG5%8kTe^~(x~M5wX>)WZiA#&xmjf$8nT(Rc5r>+kY-vL z!c4X9+e2%v>xQ(-@jI_5#br>;(kLGH)@`I4(3gpn)Uc5LEZhGIcbS~Tj1hjI1?ouf zS>mB2D-#OQaA$Es^6BkAZ^z%da#vRfkF|tRz1*aW3P0&w{44vfP2~}#C=BJA$@cbk z`{Tt3sjycHZMc9-62qj(F)ODrPGyex#q?HmP6MC3d_xg`IT+u)kcIJr#Y)nubHBuN z>xFs3XI1yTKmELZcV<%Q0HSEfI?+Xn0``|qBh=C#K=s0a;6yr>A*V&YfbWi|Wk z0*SWH`)@}e0)6Hn=DdBzMpe*ze!i*1Ux|-SCY20GV^3oiXR?zBvdc)6OKkO&aG4OpnGH)Ww=SpBP==a=gQdj9O{58X_d_9*Ig&=HTeGZc83!(e zk6cx1L?llizI%KAnM>3mNZ_?sj>)WL#Z&2D)9aqbJuzWe zdC@OtYMJH7E>>k#>jinTY8z&8nS4L>{c21_V={jqad3Y$VK^3VgNv76BEgEYq~SFX zTgP>+;3c%OAN&Cauw|Z_B4$h0$e{R6m|4wwlu?l1uyv)CTxu2J-3A9pDcuiCi|>vt zL}caV$6CpCLP@kRt$u(#NPS~YykFkHGRmGWdGg;Mol@)_Bu|{*{npuW{Yv>CXZm?j ze;Bd$w~=gD*Vkac*H|Hw-}!vI&K+_u8d5WKjkif_Rx)BmeDoeztZR7kapLeCxnrYV z#Z&E#L!ZGg8y$=n8iedgG`2)4NdtADEOy>u!}1Z&V-k2QOd?53++4rzl99E?h*M}x zr}FT?R{JStv(nry^%(u*pDs8V&$ z?#$Ak^ZE>@sCDPoNC{qC3&gcmV6!^TI9Q_~Z@6)W&50w3YS z(FD*0XE1X~kBY(W))fH?s=+|NcM9d1J%Zgd0? z9vNa)3NB_FC)37VWbX1@eWCdB46GG&a=y~adSO(K0TGdL0LrAfwMq~Xp8uJYn0V_` z_th2Wgz!JcHrLZ#ob0hV!$^@j*c2qnS7x;h!zd5PIw&&=t!c6kX}tO(`BaQMMAJf;x@le6@+*ZZkdrM}%JFkJ6a0ap+qqH5HGK0Ky22XVx2|A@9*_!9yHf~UC`R8kY%o`6Y zsd@iBn#S7dm#Y!cKtJTyvlnmo0?K;-3>y9JbV0yY8V#v#8lgjLM)$y^gORo`&QC|q z)OyPJXkh7_VoAob(4$C3h$$;GGK5o07GA8qc|%pfyY`oz3#Z27^I#ax$5(US;bM^| zD?k&re!WMq^&24Ju)!43;1zCZ>#GJQsmt#*hDuO9OH->{;pvVO=%Q@0+h$h9R&(mG z!|K$*53yB~q&L5>ZpLn92eMXI;4P67)ZyR6iX3h__%w zp+O|D?zr!FGp%D1@+gvj{4q}bFeYKc)dNxLzA5wl`xUlOiA^oM4_Ea$5uqr2soUIT zV7EW=vp7{A2g&45l%YAo?_5}aR3v=5#?E3JB%t!)DeN5}!kMXG>LqqRA_L z+u`NucDwb2>K0E-m*sVzC}atS%{%M_La&YwZ}!V;7{!5eow>NQa$3!7^e5R9gSH+w zQ@PF7?TAND*Y0v=UZFDREpwk=gvP9m?3-h`hk~ErcR3YW;EPDvn)*&h9Y(G8b9H~6 z+xu?D*S5l|y)QNBUH{j1hwmU?j8m(A51t<~oxy*mnSC6rNdUe^cCo=p;yd5}E|sHq zuNM(DfY^V8`aHhf8_$IQWKBq1$0uT`N?%nqNRvA0)cCocQ<4DnNLHI|qYZS24j_l< zf~1LLXATiLJt@%?0=*Nd-+bz+rPU0tEi9px%z3AVBIHAYpowS$YJ^=N)a{-@Tp+|o z6f`-LTm7R=cZTam$gEz2t>+vy@JYEGflPZlr(ez#=U2|9YoPH52O{LHEfqzp!##Km zX9bBUoXzFfa`v4vW`lrvrApc_W|F1YA@E@Q40VOwA{UiwbcR0*-*Q8b`Ec+C3>qZ?4{*x+cj{-AO~78et8l4X16cEEoMQJ z!-uE88sVLTk?c5Z1|q2&-tt)?oW7KNvI5a@mfpvhO`5WPAfUVB>Hd|Ua)CQjX*}OB zC=i~9My-QI&+Kv!B@{%Hu^kK!KI~RHB02Py@30><9>ktBgX3hiv3W=sabJzdg{i<5 z=LOM)7^Ht-3bbLP)IpNw3nu#tE3o@NSD;_sh}_w@Qnwq#sC^4q<(Zc=2tVoi#`Umt z1l~VPtbouN$&n`GwpNKk;*9#nGbtOKv0l}*d|r2~7(!Q=ZGbX)Zs8LW_%E;XAudbD z6*dgC?YDC<%+}UR(m?2dN0cK(3D%%*^wHT!xR!R*fC0ZDs8b5{aiNz7zjzqgW0+h| zCcC2)g=;Rj&F=i*z^sXNf)!+BkGC;$?8_!p| zZ=+g%Jtu(TS5@d>BWR^D(5YU6pe-pHfm_HdCbxSjVe2Jf+D7J$lN&5obmy@nbs?cM z;{aK@%!=`HBQ3piDW)^L=A|FZ#HU`upZw3K1#AUQkM`Om?Aq~Dh&rMJ+@{B&<~&r< zH2oKG#`N{6Alm`)kktKQ|2fx-D2S3F8?Np?zwMxQT1I|p|Zs!fC^>dX;I7u(F6ok&tXQ# zf1Plt=oBwCiS&ct%{qLi=~-%TE9;o4)C_Y{cq(pc>81napKtHkOn} zLqNP7YRQ4+s%$>VoAH%7fOj7u*H=^*G0~F^chX9XA6Qy?bFWX(CpIM~B3k~PzL9bV zhUKkU8~+o&7^VZ?%5T|`7K>AOQ)^gL3nYq2tPyXxzeqx+-lL;MrBzmj9voPqlM4>6 zb$Gh(=Z2J&m1!@vV2SDCn46p5HTnGGff>hGid0w}Sv6q`4%QyKsi0iCDimrgz zr)kMS#E*ORK;x`uPlXGtvGIS*O~oViZj^0}A+vMeqO)C)dmFMN-l?^_vw>KlfS|JP zRhhdK5|rZlqjvCMO0co;Zex64Onfu{Gx9Q5o3|<$o_Pq#Ate zH<-roQBhHV*MV0+SQs*l)Bux*haUa&LqzzYHPww1!iV;|uFr7k+l6o9H$7k28(Hh! zDKn9?X+E}UE>!s$LCw1xh#bhwe?>7pbP-qJnibMk?FcwYSTX&1x!G~!%wd%mDPFTAVAg||xgs~@X6 zdbelYh{v^piq+s}G~%`Qg5ogVd_@~`fB@}c#WhU*U>oR^=IbKHUTNeyZUH>YO}qvU zM6|7MQ2iB`X+2QMy%CacoCZ&HgXDUvtzAix_77ZAw4I0pjlD+Azfb4YapZM~J8tzO zk7o&uys}M!24R>-vJW#d#03VYq`w&M8pEBQ;suETAgdk2E(j?SU5|DI~?6f&5fLeaiIKe_{3MY=_| zXsa*GE_uiqcS6^YPJE%!4F#rO?+Ak+KJv|}bB}NCeDr?C>GLVm9m!L*33$Nqz>$pp z)EIo&N+&5p_XR(aFWJXd(6%IoidbCUgm4O1$_>BXlk%@VQn#EX8!0acVVpP|id%Ru zR(XClJV97yBcF+*d@8}oPieI>sZ?xLGIIxeg~4})u_R%gfsGj)&J*K#ypA`iNpKE~ z@5aAk2=;&$t?tY=a*fu&z*cXmN*LZ-Q~Y3IVig*mDNpiV~-v? zz;k+0Bpy?TYfOuk${Wd2#&NyMzQR?_g8ZuMk$fK5u#%PxE(i|f<|QU|JQ##8JgeY! zign$(t-@bRJ7+}q#1FA1{pKyNA#D7ak_xAX9PTE?SH@&2U(f@5P9PYp9{xl3Au+-P z^f%Ck1GXY?)-8>=s`oh!MO-put$n1x$I70I_F=F1t&=&ti^ji#nc#GLjZLJ_^PbPHWA;DN==U!qV(nc|$NjW0T^+Yid}tf~A$E3us=9nKa#PtS$SD5c zyw(1H-JPyGEN5aizHxDJ5tP2ET9B!Da?$4J;p{*Q-fCzuKZz@wklu}3Tgs=d^53!q z?6Z7W6?W1g1hF+N&eh{O;dT?bP{*Nln9P4(vTUY&ps_uM1h(1FX^rpln2@X@Ir%=v zJ9^y|cnxc_?FeMt>J2O`DbMGmMA?|XPj^hbdq3A`9zjseg%$f9O`tKjz9}$6;FOiO zwQ+Ao`}{^G`L}@Ba@u>KaC*wd#RY*1->@CTGF6fQV~H@h7Yr+|WsYFVW)%mQ@jn#@ zZ$`R)fNV=+fAeM2^Ps~>d}3iPPJr%U|9(kitH+u)gIh+@Y92;boXV~x{GuI6&DhI@ z`=~Pz8@>hiB5NNT2|BoMQX}-SX&`VnLoE`FKvrb?SxqRTt#&-J!23t5UESi`qe9$T ztIm_z*jiaNq-Z>$C4e1%U^DVNQEw09qK;VMKBQ2iAcOPWfibq%7Z%8RR4RX+IDez-%c}HE8gP3dKet_@EmG%Q zI`|SytTVG84185B_b}bxnA72Q12j;)3Xu}2l+LpVVYR{FuDZw`I8yjZwhvL1rD#?r z)wpV7it*p{?(Pta#L~ki&8dLo?U*6Yf`Nx%>CuL!&(A5f(zJWNF|;*fSF=erx4H4D zR=0-td+&C1x)+cO-T_k>BgMkkbS*cyr#gS$Z7EIg!cZ*D)DM*}>B=nZ#+)qoCL8Q; z`m|3o0O`Sh%M+jcVMgu%LnPVP;Ur)hf!mXAi}-7)+W!<>T6E1l)WLVnA^Ii@H$k;l zV@&_Nu*ucxw;II4<2HVK5AhGj*5yZJ9vo$c20EACiNHJvhS*IQE!ObVkCn0`F8D_D zuz?r8LHqSI$lx27{d3t;^u<3%4<~;m?V2@k&?99l*7SL z^VJ%@pBHEKxlEuXY>E1}lrkgLLPWr$G#!44m+Xj_+^+wEi?ka6YoBZrorn#brvFsU zYO{^NZ_^jk}-OQa6w$irMNeN3`n>N^kThwQ2vv+}!Gklvv z2FR@KDk~;qBY_}L*`SKg-T3?fCWnx;IyI$wu|uGsk$LNWFMIFmU`Fs_@I5f}RC!W> zLb=BEQ6XdF)rkPc;(>IaSlw06Y$aId=3!Qiq~0$d@nl9@@JJi^Aoaarlp0eCuPI{>x1 zVZ6KRxHp@Ka&RT%-|T+xZS%6?Xaix$!Xo7AkQ6khAaU)bG4+ihZ+O1oudChLPJdWv z?m`_9ZuU0da}bF)aL<0mnu{yqXE%+cDcn{lUgM9kYGB577+b_wZG;rqvKg)1G3-xP zMCNiu?q7*FB2cdR&v4@}X3%+p-Xw=>@c8#uzu&AA(d+q|!*zAVe}z%yO)Tmt-oI7} zGvW^nQ@0Lo*4=aJ@qwxp% zdWrMA3eZ1mdYci%b4OU{SO0i7S;UZOsk#ZZeX8b^N=BW@%m%*1hSc+)>udB}?c%rSQaZH+O6HBwBi>6k5zj0M|(+p>jBG|fYnl%bEu3s1&|j_ynbF90ri=! zJ176Ci$u>%BUze_Px1&*f7U?NkE8?8WC25Q$GReGjlk_!7ra*sb-)WjYxl>gBG2#| zn2YD4Mz0Du3EhD352-J<2P-|^Lfw_gOea|9_TNq!$j?t>cRDht9C?bk(G9lkr!d!e zA=>C$Dcy7|sCjQ=O06xub;|yQozj33j#V1f{|V954o0f>7_@=mXV3%sd%wCeD_G>h z7ADoA->9&(xOg8ubj>w*6ZgK5RRGCP5N~u}_VYouezNE<66e!q<(MPwD~*?DZUX_Q zXz1zM@cOeNkNwT}O5~S=qpsbS?R-J^b?)aw47=syKcQb^JH-EYVr_gWgK0>Vgh#+v za!=I_IDfoy`f(Hmdrlw6Pjw%gn;Y9Td?FcfQ67Qh0$v#xywg0=fA!GTQyiZrV0Qy1 zBgC*l|1%S4z2Dvvn-2owhI|~A(*ensh#{SDAkm(!A#%1EutlvKIK7lBI6$J(?u$)g zrK<7&O`{S#=s&qt>+>G9-hYrCbuH$Fi#`j^VUv@NLxio{m&}iZt{n-R@&o)?9wf$M zx{(lU^Prb*1l4bhC^rLOkzn8e8d@*#Q*pO$Ph_LkfdqH{-(0qULt6{-^Tyw zvC5?g=#}P47jb;LfDxH9p!+;CJ6msb)Umc&5(MHI1_L$naDb+s^qolG8)8xwo^&= z_iBP;4xGw70g@0n`Wpd){K(vVT#D_apSxn?qcDAo8Or2Oyb>BqCS)dyK@&f=<5Mu+ zfRah06{u-HC;P~&H10+}U^`zPgmvmiI9eoQNK^j=ZWpmK$MfxVfPCO}Y(ml3$YWeK z616S0Bv834CER#41pu85o(?tWl1Jp^v`B?Ejn!+W=**hU>_6#64J@3Ew18%&h7Bef zTn24Z*&8lleKC2D_%hP7{Ts0Ko`8R`Cq3J#P|nMiBo7JCx)pIkBCV12H3~${AAu{+ z^^5Dy?b>3;<=w~2+UDljXp~DWFk?kT47T-n$l%iTAqJvcrSzFs6H6$$r%mGRx);yk z8aSVPp<#fqFXSbgU_YJlVqL`bW0$Auh&jta+S#S5iPv*^l}e(+-5;NO+Li>lvNrv} zwf{sHHTUW>ROj9YfIedvP&w@ai~_{?_;`R2{W?JW`U1p)`_(;R7Lw_t|EmRnzOM65 z?|ox1OAf8h+2eK3-8~rrdsxs@n#OWk+*V^8B313G@A8rCr zK}u=duDs)Dgw&f=l)QibIZ?_b@EB|RL)zQPedC=<@B!y24ch$&TtV8l;Bfd(ct7vb z6dx14tWVYN2k&B;#J_4OtE$W^ONVE2{zVuPEz!+%z&?hSRPe@P@{##-(ERg`gGJexuYAE&CzNPxE2T zRizTW+_=i^zf>YisF`CTjXuIQrCvZ}XaZy+-t(pB7C6s&8*h5A45y`AP%RH9-#{n1 z<>mwB_NdIu-lJGWEj3fJTJL@Y^^H*ikNTTyRrE0v1yT@F&JX$>cvVVos|eMv+ySW3 z>$H&j`my`^C;}q>2rPk1EG9g02CRxA2?SmfK?R1GNB>F55?rXvWE51ss8`=hTZQsE zEVilW=M@19HRYE$NbVG;rz4(=`dgd7vjrT%I8dN$QIUWbvhK9Fh6jw4xZnRt2GI38 z09%tfeyBaY_$v}PNTsyDC*Uox?ng)I*7zG*F=4u+D=3}0(k8oQ%TZtnZwl#;lfGvci? zY9qvIWy`5ol1N;&WC=Ua22HH2KKD1O)vXvD8oZyZJ;aPkm;VzNVRPgd@9IzHnN*~G z%czp7Inq;?)Kr}@3`R(49lGoKq2tAl4A2ccI6l^eJOwp(W)iVX@@Vxp;N70uEFS;S zuX3$~ro2sj_(Ou6jeSf8}_x%BPU&Oh~BjQ(08bVQ8%*!KNZ8lHOzBNL^y| znQCL#DHSy;t(Zx&>xlJuIdbJD7@ucpVDccu>7KG;vvA)ZcAzde?pvSbS5i1PSCl6n zDJtJ!LC!HcKrvRjF>PGT1gRdHz5mzs;_3fx zV~mH?+=5`8LPwj*J*hz!DK!ha1-5(v{y){f8SK; zhllVgYaRZL#@4&Nwb96}zxm_ga4Oem0NX*F^zHW+((LD};`N1iW&BpGn`p@DAk;;O zZNTAdLlkH_(k0>nCjgQ)7u5{8nGOUMhqd^zh7|+3F1$`_puBj*v9sln*1&xM= zhS%-v-GtyJ=+(#Bfev${l^FwYY?t9Bk)GC6p3itl)#`M3Be#k zNqJ+mSpvhO0^^Z_-po_ROpWk`8S*_{i>1rd=`_!9yhcRu`Qbq=bjsL23IwmFg>|ce zC$kc)qII6$Bt&lwg4Z0bwzv4CD!y9!2(Xquyiyi|E3Q2p^6}YMk)YQA=jiPB>5pV% zEPYSsQl+TPXpBJ9y5Oc_oQzbRUkmK3zm*F3@Ytdtj`RUt{npD|!EfdLv^jJA7p%#m zHI_#3_32HT9qD(vZAgEHGxizEcHeVnfBAkd%PJ7qY8A3?z=Q zFWN1}+b&m-kN4V+>$tN3H7ZbirAh*-wrFU(jXG|l&Q04&dYbQ;_u}nT~m_@ z*LcI8z;+DX!&eoBRmF?YfU4eUFqVy@wv^WdT8Ii)@qS;V1SPHG%vklwzlBq=lKz1G zI7RUkCnvQzuqc4<_?}|rdgs-XM_~OPJuY}5rt+`HLo__z_piZ@X30F^rFd&24hD@9 z5d_$9A=Aj?G~63`bA-!%p@50)%{$}GslX&7egqD>J{uI2tlWK3NQW`~yqE7t#Fq7X zJqD41^4H+Qdph-TJRC)O6hzXH%d9cqBg|j#a3^uUwLbd(MXlV1hu@-HPaX3 z88Q%V&lc%4sN}$(UOo$Zxs?Qt?fc8Ou0v|RM}fy=|0xEiEBeD6IRRDf&YOlRFtC#W z=TSe|Twj1dBYc@Uan_Hc=x|igWVg${?z$EsA_Z940$9g&n6s^N?ZUF%(!W%3G=Ry%T`pv6LX3@kdd)!%rkh+L);)UH$@W~ zPgp`PE-w?uAo`V$+3U+cL;FcyKYxo9nI4G&R(-P+ZF3broSqvnWL#O&qcg{;yXM}E zrp9YQ(}Y(ExjBC)-xr5E#-wm3m=uaYCwtjb2B)>6#K^GbHu7Fmbn|GA$i*JR%05i# z%Q=t-*8;9iXnLm&$5KqD&1*3ugnh5xpaTN~yfY>8-CKOZn7soqsp`PSq3&6$nK%mpAez%(i{WipYf5xX|zDd(#oF<(21L zO{0Oww3fJ-a3QbR?dje9oQ)VcD>XLZh2K_U4QJv01w^d{>y|S~dO6rjAAD6^mnSp@ zM<v8v3&}L<^i;XaAT%&V@(br<%i2UN#F6wBdJEFV|h{0s^v%RpRR#hsD-rGihyh z*I}SXOMY3ipzW_NGz_ahD>30jO24oj{t{{bO&++abyYf-+$*n2*XJ`?=)8;EE1)c}5A|imUNu{9;zbkl6k$o=KSe?A^}}+e zelwtHHM0Knd;J{f3pPDo6^s0N4dM-6t_|pLQ6i(GFA7<_!(I)0R{<`QAb`4hyw85Q zH)qkZiKPu^?zF$c=F!cy;r|g^Gig*o>Fe>))Rq3E@_qzu-zIG`c$YPgI?@t3Zv-VB z=1Zkf&cLLBb&95mOV6~DhHnv{q_@7ZhL=V13~D5MifO3KXqP+IKon~<;))?7JRvR$ zRZtoQvSA{b+ENd_M@cu$HUqnG{aF9R_6pcf-KWBc_ja7BVlsGUEI3Q5?*t37W+drJ zcz$LRmTeXv$?{dO2-luki2e)Mpr&^%VM23b)F+ciN=E0=n7J>c48`>4YlPG8KB@zz zoX11moz;3usum^V$we zB$yl~GFLX?kTx5noT)%3Ol;T*E>F2%@7`=!_CY^;5qpVSl0=`5y4YFBb;UK_+K?XQ78FiB(^RSu_MxcV8ziI)xX)!5OS_=+7s&UECY204frc_iLeR6rQy=s`vyu*<# z>}T}0yAe5A&vxszlS7 zWS6O2FV9d$AI>D&pY*P`xR-BY)3n#@d)ziCaZ9cDPr}|LzSOG9jTJhV-jFYoe)me@ z2MY#`^!|KaopV|V{984=(()kJsRy96Nnq!nDBqe(Yep0`*&AUVLFx63}Ak-dF1^p0`Ot?{alCL-e*BjC!s$lwZs zNnooF#3B>beKa7@)4#L#Ev+{y;AhUr)-^frB7;cY{hbLf(sHPx)#PcU8BUyPVQ($- zAAi`7jFCa8t|hL5+~eQaU|aKt3B?T%DQ+X6>lEYa6zA*{k8={YlAulDU8^kn<5Ym} zHnZyR=gjVYw_uBm6%m4ynW+Ra9ZDmpZq&t21{2)uXk_aLx}kFk^$=M{s~>HxpDO83 z4t?@0Dnv0Mr5xzU6G{do7XWiCUF1Gqq{n%IfDy}>32-aD+lqhzp=(NPPFJNL9=hRV zmM}i0{W{-zvXy4?p{t+k54si7@|2{6@m(nvC-w?B{r1B#M}n=+%XqY$){ZYJuMD$F zuR+1+FH!KrqZFEp7FMCJ4MJkYr#%T$P|9%5KWjGcYd5nPrhxMmH(P0gkO{dH6<)i_ zFOFV{sV9HKZzz+2r)+X7YbZ9|LJWP6RN?E=X$mH5YW1B_1T?E9w5>=iO}_u5oS#9g zu~*N6mBP|vAc%rX@_Y2|+5lCE)C?|x9O7UIH}Ko)ispw*w$<-C-Eln081RG@yx`R$ zHUDwjG{E$pjgRlO>h^tU!ke=HAye3!*tZ6mq+>w+zSOk6Ng;@VW!K&jUKc?%31VgM z-G#mogheryJVY3vKKZ+ZZ^{^H{;oPHI;3rppL}gg;QV?|CDK2PQO*?2zJaK0xZ3PX zjk8MJIbPdS?C&3gCAMJ3gQ>kv#}|Z8bclK(q6@jyNG;_%sv)~Ka;e-b8x3BEWkwNG zlbeMtoEX3gubMkvB%YpWdgR((EEqfaO9{wSMn^{hprN`)T3|Et6Lh5y#>>lRgr;g| z*-R_^AC0sA!0gMEOvr*UZ4Z}% zDdEoOYq*u?!KvSZDl-3L=r7yF)GIzM1)KfcKMiA57hps)GPeZH%_0Qy7OUX$jBBbCE@HFnW#`x=t*w_Oku(=FH$SbJo`O!>^2PvoiL5bt=(e|uE=70!gx2ItNy;qi0m z0dx^D(TKAM!7-^+A<|%dJ$gnax`;jLOE%SlfvMFMwVlE#&OZo7zG9Z=)0S!f(!zm$ zyN*2uuSb8OuJ*}M$-dB@5+fibCjkS2?*C|@0MiLT$Eoqig(b#l>*Yo2yY#rMnnmDW zU*6(T3EuK9TW`=(94=#vbYnH>fSMZ!b6(5&goK1J&4h54R&gSCYnIE)%PCn|G#X|p`tBXOU**RJ66K=o zLd!ut^aAVYb$7+ z%7_%9wNs+7Q^M?pcKj1p7*13{I61|>YP}+f{^_h*B`-!UT1YD=g`n+}lG39~=jd(O zOrR`oLeQ6UkLB&YAe1&$ym7VmuRfW{9Qgbhw4TSZ_s7Q|!t8ohYp-ZlwX3UEKvQxC zc%%GmJMB!DFgEE!6=RgN9s?|0G5Tj<{L68r^@qTFsE^mvO-z#Eq_N^0^`j>0yF4XM z&9zDfvRWqaL2CV`diBSDVO_32Y-4_!hCUC1)y(fh{Zqf>Pb?TAT2p50PF?C=gDdX{ zKs#Sb2DH>xILp8%#uX(hIocLE&WIezpR&L8TyZN294UFu8vSCw=KR6n<+U4U({d4nxULrX23AK z=i0Ed;8P%2J?Lt?}%bB*DH9)nLu-Ui*zsA26YaqILzE~n(_-oPUohjh- z>I3L!cK}>$aYcnKnuQh;xX`!;$+zpL#5@%coB3(;DZo=*^RjvB&wSffB9m;hmi84@b z*ghP4%xXiSdQ7T1D{+=97Ub>HT{VqNlTpsHN((tJfaV;Xt=waC5t5hCpGCBQ>NJqy zL2sBXhA9Pp!nU~vK0cgXEaYsfa&yg50>}+OFUM0)pcu6ok~aRp*_K}STFO~_IiJ+m z=j9t#RE)eBnb{VsE;p)6{_vluzn@FiABM!x*w{bdEyl%ba065|V3NaMaKhgFPc=vQ z{sYC!9hAp0bxW@rAl?IX9w~2IiPP=}eFb2+pfaaqn9${e`Z`mmOK01`AQeO~nJw5m z(N{oLm>Yb)_bF=EMtt?!N3Y@F67pg@1NKw>Y9@N#MS$Hnfo+p2x{#!<{%GHwrmz)h zUIS%coROLR!cf6194M-x5lV~_D36dg0Jo??M_7lpIZxDkqqWN6{2`iWn&0|-3J0I% zFOV!~*!GO*rNxjn4I(&b)bx&|7Dj+4TF{#`VH>oo4vyNfKguFEQp2eri>r2+n|l47 zp$FuI`~tWej(}F(uIuS0N~Z*Kgcle<0nAMUDKkX6dQZ3SlW)GSjJPf3QsdQ(y~*g- zsb#ndtz9yLbHU}bpC=q;Co2#lW6AUS6PhS#dWp|u!faT5`d6R(jbS+X!yvw#&+pzC zmCW>_B0GP%Ino0sKZ)AFqJ%ku6o_|Z zs_%}7Pi*PWFDwtqjC_-Uz-UI3YR}59LujWT91?c^rw^vC4!_I2?@zZM=HTV5s^U2? zw+jbVoIzBF=Px+|o_Fh17c3;;h)1+(~!J^>#}PoJ}jp z*ZZ54Fm*puMkFl-sn)>d?Ft%sBkSo&S-?5u--V>W!l9P$82`aJzdmy#w&s_#RaVwf zTjeBFtm2=up=AWiXt`{<4OuaRp8L6OBYGTW{yAeppmW zyifaAE18u&wvp~iex(EX@K;}&#>~<#l#pEK;Woe23Y9;%sfnP1YaXRiJzS|GF+; zw@W_7Qz&a>gd+1Bn3K+bcEW&|`x5AFs;a8i0R{cjJR#4UGXNs$tD8ufIGZqhbiZAn zXFs`Fq}P+y3b9~B>#py3^tNO8x2lZ}Ls-U5x|WyBNUj}C@M$I^&k9}JoaOY6|0 z|MMi9_-sZ9UKW-0c;7*J&)=#6diP|X@$f;liP+M#_i^-_?umfS5m9{&5gJvG6sbXqug)WXhPF23-tfK%TzquRK*urFHDs; z_@TP)r_p3B>@{rOMDcwdmB=M|Q9E(Va`=xpaGCtX8&_W~$5*Kckped!*NEulwoqzo zV8Y<$Z*#9S1p>1Z(wLvxE%Io$fI)4ToT>#H-5yRD-|#BwB9M#@e1y*_1}@pnF8!=l z8rhqS9-XVkJ#b4V%3Q9|t#1F&VIfO4vs2UUV`4>%3F{BL1~crh2AUU*9?is0!{cs@ z$iYl2en5BH zG^{#q%HDKnPLukf@_W=aZ(Id0S2WNLGx-=zEm?b$m?s_1@CoL_%{7e0-@ln6555fJ zaK2QuhxckV5?J03?Z4kXxdc24otkVCR$H%ayJW&Mvmg%A1{6y>C>56?-;-L7UrYl# z8m5uL39-3?O;&c)WRE%7uZ~7M0P)YT)CC_zCxo%_)WOQq37{``_5o256nH-x2~(=) zmeFhC31I7My`wO+Tl+*;!u1p`@XZXxQM_TVYG3Hq%=XYL`&Xg6mB~GoZ!Bt?6fOxW z9~5sL*lr#P~4E6{lqaap8sL06oI z#@|#Te_Y`TkWc%)hxfYBi2>AB6PFAJ?&9+w2u z6PUXSDr$s47Yk%c`M496d6|93_V;N4JQn0FOTVYu__^ER-5VH;Q%k+=sdiVd%?br4L}&=pEoI<{aRZ1HjMAO>gwVR9tsV% z04tj0C4j%JjjpQu5dgqk-Q0W!My*O8YhA1rDyNlA(}BG#rUsZ58k(qlxKae&Qfv{Oh=Opm>ITIBo(4`_P5 z(H7IqtDEHfov)uC(*zGZC$N1=)6Z-&JjV$I>#h&;!Vc*7?Qae;Ih#4+_ri$lEMrmp zD`DE?LJ+-NpqK4&(RjaI3Z=**$aYFA&XJQ6^xQR_h4I>5zI{7f1}TK1ysBzV*~4u6 z1|9x5TGQm0RLso=drQ?pn(Dj*aE6fD4lh^pE+dWOnAm+Vi zD|ah4tj~Wb-&}AAT4te>LnGJ1enNK@)wa8;iRwj7MhO352r7DSI}I)Tl3>g#^fVFq zP4aKaC%LD^FDgT@HDu|){4xK?umtN8-n(RZM6tST$fzVpKk@%+0ldy|A9UfLbFXI$ z80|z7Huf7C>#o!BuZ{B=2NrKTgw%t(=TtD>^>1=^ToK* zQvt=QASz<*iDu@~v^%l+mg7|^Ko*sgEle83ClF&K5+{bX@jDGXqOSyj0SSB(Poa6| zdqDtX4yg1mrT~n4Z`rO`=%3QkQdo5jq}V3B()v95+yf*&&@v>V6@Lu(=LJ(`NUrmc zMI*yp8~Ms*kK+{y0R2}w_-oDXpwT6or$o5xG#0nc9j5TB-9h%VURjP%9BPj>38x8{a1$DllK?rzmp^W;^xE|tzP7Yk@)GwGs9LR5 z%og97>(=IcG99=n%sm+uzv`;07P1I_W|n8`GMv;rbp#~qbU*}HXrZ7`8|!LS6;)f+ z_M-x5q$rbMod1il`P1cni{x{@VEA$5N2z_z#lHujd?9Y&$?F2k-u&<$@w{5CSrL_s;b<3YYXja1)}xQRMw zApzFWJ(u}C5#{%KJZpAMGWs4ypg2%I9`8^TOo(PBp7Ub7! z^yFfiaQNmV_I1&g1je@)_9}mX7e6{0hTdHYN$lm5?sMG5*lJWgd(?~1@RgT38+op6 zYSz19$}>Pl&XHcMC`TSb`;>(H3p{O$w+k#btgGch11asRybKhKsBdfiw9vGkivuvoRDB}A21vj{+cJ5bl zAE&p6$3*pyZ6d^f+>ZNm0z(tf^Q^UK@CHa~<~e`0cQdIVq;&K8p*#Xszp6>;O(yKgB%dHI{NdJKb&gyX)p(B> zTelvQmVR1jT-T0pnKEg51p6uBap}a&>aQ?}?i$~>xRJzv!m3xdTBhve=}m6!fN>h& z=KkYk??<#lv)7#_61W9YX*D%Cj0y`wVJOLSaA0!=>RDDh;+Dac!k z1Rszf+Oxr)ud<%Kgjtx2_d|kkTF}|}JLbGBfJGz@VJGVDJ7j7ib{}3u}T?h3l zyP9CXEX~0*G&L>A>%-sb*nJxkaQZiUX~oZIaGih&>a(;CS?^-+kK6q4vc0Zw=JT?; z)=j*u(zC}3btTt9^=@YLu$aai zAMd2a*`^7iz~?AbNf>>3bk9D}(#k}f$JK|_w+}<7jqL=<5Klvnh%TzqiksZgX%_+;WdCK77i67NVNCmUG4s@H9TQsnADh~`8%yjncDg$h4U(yRW$6%v z(iJZEKX!^+L*38h9+SEAEwE+nDVo?$1^f=Pq;eO*>|eI!;u0_MKrSm8%Y?Wlf3t3z z&FsSdS>fx%ED(YPck5umy>SA; z9fG^NySqyx!2-eECAgiJJKvcfOJGhkErYJqM zmou`y6TOcz8u-8Y=x{z{uF8V5p_QF&_qW#Ry80^I#FW%0yp|TKf>fqDeL^t3kK5|q zFtfb^7SqVI_7V+N)ra&Po8Zd?Y|}X{v`xU0=&32qv~Vk_EM0J~BsJ`xCExLJyJ?uS zIlDA#tVmG$wTz~Sl41-d$TE}N;ce=W01t3Rq9v@(`NhAs=;NGvtXgptQz|G=h)Gjf z;ht&^<_8S9N|-0H#vyLw{K_Vs8OVqP22`pao(z=52)y(g@UyO*8T~~KF}o2@-FH** zWmq)16Sr1_UlMLyB-e?+RkzvUD>uJNIBd^kDzX@HVf#Z8wOo9g`&yLI?5$=%M^7^Y zP;7i!>6M%uer+y^8s7J=;v66Sal=YuSas0Yt-m)BTz}^pD!j5}XY@UAmRISfQXI)Jc$4Kz{4$@M?E)dx@*p~|qJ}G`$XYg0Ic@DiWpbLaD?cZ_`y)IF@0Pg$_faLmRKl&vE zKsq##CpPz3FIN8mkcm0C)_?bvZFj~TcU2Koxx~B8oa()@N#ASA-VDjXsUEez|H++3 zFV=Z#InbH&zJI$hUsePhbc~4TumGvxzw`ZpxdCG7H{8e2*s99hJH>pBSw4Hk#GWge zJMm1BFb)&z^Y6hZqtIqg^~+k^G(qxhCt(M>f{ToN`9 zN(t{J>`xk{66bu*^hDE*3~4%P7*+5vU8ewr@gGX$udxRQ>w;ejH0A?MoVk&}u9^Y_ zl>sV)PLzreL?+U;oVxxnn&lr&>Trk_jXY#DtuV}5J&V-$n?qQQcr!62C#R=xzs)M2m%l6~IGbj*iR61EJ~yCHy`u zlf31 z$76^_h1Nm{i_uvPiR~}?L|6Wi1jsvO&sZ~dQce@f!O3H@B0J{E{Ki$*twH@RK&D9r zuZG`Cbi{3yziGbj-G6#Xn?Y2-^ofX$z5*nT7de>T7V3{ggoNvWWp0IsIHCESH$Wz* zCB;zH%sa5wef~ZnNi7a8WZGmVGH6#RRYp?Y!ow_NWoNdo`1V-P*sel=IrdktY^F^|E8(FAMg(@$KHZbtP#*Q3 zTQzg@Jw}-iQl^*p?~zVfGuW7|Jmid*v3PhYYDQfhIf=}GWsh)kq&I!yIGUZ6ZDDjI zanZ8MAWvDSDg1AaT{Su4h^u&bX6tt<>R%{cYf=O!#ui}7c3 zam!S5iGHpE3Ngf1>rc9*XzQJygNxm+KNKcxF70Abe+|I0&zi*Q$n^u&5WWw{r9H0e zVrctj91;zj!1Mtn%F0ts6M3CEwR3HCL<1X=l#bfTDJdIg00CLHpwdn}4eLxjysWE@ zW_Kj)Hi5<2SUdM|NM%<9R!NdjR_#3dH>i!?s8%kXaT+}vgpsO>V)O9rHVe@y5YxEv z$7q7P5!?0U#4Nwf6`>$KLh<%ACsA;V))bymhU&wrd#5tel!be;w5zBYL1PKiYYJdV zc>N@^aJmOgS=q2uKjBnV1oeLoHr+2Szt(*0xuAS6?dU!y9_Ug1_W}Ab6c^@Ktn4q0 zrUc;9F=Q@!MFhmRjV^S(Tw8H7I#8EZRP3zx1VH_BZR^iVfR7FP%u26f8CZ}lq$m1Q z>7B#aF37E*39JcWGm+3Ro6Ds5ng3b;f4tEGx8Kelm$DKf(1*5Rja z`*GoiO7&T$c}ZzX-*8|^I%DlaN5RM$hKBZE;mQ!^SaJSZ#Vx{AGl+SB{>$Q^1U`g@ z%ECzUx3M{MR~U7R#RW)LK?bUTyMYIoFaXo)5Rpa-o+{R84m_r_bkv{`5ee^PqM2Kp z9rMWn%o|pfgPQb7|LM<(CMDFoskd4zsx`-BN#rJh(U@~JMV@!%T{nJiOq2;B`N>hx zDCxj;f&slVjMjImcK_0moIi0;+zLteMtJFeeo^DyhTPll{hN8b1$MnetU5|*(g}S* z&$+!=4FpIrKgJa9_2O4eYajJ?5t0qPKN1X!oqaUK71o#IJHJgcpx?0awM*90Rd}1v z*54VChRvMHe5drrD>PMvQG3$6))RbP4Ss*!M_|{}^mt99^Y{LfRyd8f>dRW-NE_Q{ zqxK9&4fS1<-?x6Qy?u9#bm=)X6{O@OH=SI0YzpG(xoAi@_@2Otj*k|Ylg&~8uMsCO z3Q8S0(lkNTuEg1Xb#Q2iiKH0o3|fhlyyu!n=#SOnZGdC_tpY{q{q0~*}DN0(rAflQT55@#_?>C(p8C)cNie5zXGxXV25Jy##S+J&ek9R z!I48@v1UnJo$!-Rs>wGhE#&$#|CpU}^G#TmN=@!$K`VqLFHo!V`Y7Xej&py9t27j` zNtLTHElA3Q==6CQ$N2_LFE7K8Byp$aC`uCwDZ>WJ?I6Hync)18OG~H5J+u<41uNYe zRWv}?$#ojCr2@Nw#Womlel?#w5j1=##I6@E;g`x7X)3{tp9k>T=0MoF*g%psR6h>W z>uv@i=5E_=aj^D=Ui*4-Is~p~V50S|T_{{UGkZ*~qvK!aR-pRv$<&M?=5kojl2MeV zK9}^`m*{!usTom;eFXYco!@SbBz3bBMt1}-FFVB#Mg>pc#;2_!yY34X0q#_EqOAFq z8FBp~q%dewcpI?w#$k(-VoH0l36yoYs|DkXH#BardG7c&Ix}jcwM$988KgGF}WA|XZzOWRc~^Ihb|Z+p+O)x&cD?_@6tzwjMooK{l0=_Jwrqp)5g z&%witiF~Lax2lTTs}XvKh<@$8M>83yQVP`{+j)H80A+VCvt)E~%z5K3brcr{N?xny z-l{$^Q`PCu`vYQn_-memaF&@RBQL-zf)}Y8LXt5LD3lwVpq^G&Mk_S{tKn^)6zr7zYGXR@W|Jn2ES?t&jt2G}N zS6|iZLsgyAp5j|t!A2{qj@4<$tpR{NOlc5;a?qzQxC2tu6otu)TIFV!J6fl9`+tSb zPZ{0!N6tW}xSm(PAa6abO7kzSjm_mbeBvK>>b!!DwdVXy&zDAJ z6b|QGOl%k~sDV%?pVhzWt8x~ndlP%;Y)|x#HdeS#msZB9g>)~xCXzDw86p2m{PH$q?g1vdg3q3t zPcVR!s-GwD0iq~h0OfFc)_qErxYY!JlpD+x@w_|gdO1RchjLqSKokSs#NJ{)nt=qI z`3L2G7iE3@i8s4ERI8xyp_OJQRrMC*?ry+XJ+)pXlb^{9x_?Z@Yxh{bAKHym0nFX(0w==kZIp5YT@`$|6NFgv~+ZM?+Cp!Ndedj z0JIk&yT-EM$HxH)`paR`oek4DU0vOel!|4EZa! z*5uqB4(SABeukQw;nf*AU*pl~JD>9Kd3siIJg!)V3OpnmTI5h!I#PZ2?;|x-olC+R zLGasmCD8Sa{#q?z#98(o3@^(x9@Khum|&RU~Lnhmiqc^wTvI? z$*li4!yuL0|0ZMZ*P#?;u*GcSJFZBXx5!;-swe{*g{d-gJNxTibFGnt3po6K8a@y? z&okrprwl~971~Ex0ejE(B?<%)awSX4bi_&BA9=i7g$SP>eQce_YLM$M%e+h=RvQpv zdhYm&CML+)_`i=LlZnriABiAhufm4+qnfNwuYj59zGCfx#pjC8Hy+RmV)+3$*Hkv& z`!O$|-ZlI74X%O*;P-651zoarJ#hl=h$$U(!}3^w3TwY?(*#{zvCva$f4x;8KLM9y zX;u6*nw#eeR9PTT@$XkC0)0m8xYl*v_5XH!Yt^@ykRpF$iLTZjnm|#L{A5g<=O5Pz zwddB#&~2fajD>09f&X~bJ5y5qLK_)fxO7#*I#aN5_{?aaC?(4v-TT`*s?r2+Q9@@z zZ$O>`LzEW)lW26}P$qt67yxKE&=zM}?ogb%S{VWcCJmc3s~PZg%@*Ik;KDQqS`;_* zuUOnaNEG?~#twwK{v5Bh>K7BPqnXRjNB}b=!H|{O+Q5)~=^c>sV&HQbpme?xPeCiN zj6_MW6(u^Z8(f_KHAL~#MdmV0<$zbhkecKUlPMd%%1`GM=5iI%DrA_Vza9shOfn1) z$i3iNvKg- zd3wE8WGi3p*`4WZO|N*h5^p{&JbFOiiTU1P2$=5-X#VG1l2}2@$I6cAx=-tZ&Tec> z1W1&zzOT2wdvD^=|4CtZvz`M<#caxe*6yu_2PEg=Dq(Mq?)K|>U4Yq4p}jR7-tZP3 zJ-fIl%MH_U#DpngVCliyET6`VStnm=(T}`gS$yT48V(0piwd0jXs$A?W70Fx0!Mnt z=nT(4C$(MSYR`m(g|{)}Keh8)Ybfm2p<`Tu2Rb{iK#Z@870G;VJ5iL)6{!&A{+_q# z($7B+H`qj6%SE!^tiZBX0>fQBkUm_E#?p|oGH2Pg4ZV-OxC}U1%gYIkIMfK65^o=z zbCBr2=3=c&3`NqgRy|1Y`FSl4A?tUDk9|{)DQGoQE*R911%28g8aKt`DmQR!%K)zkdFCqe0ewm_B$jMxENOw2T1R&6 z;a3-YMl}47S&ygOGS4i{o)){1UzzdoQ9t$qOvSlX?!g3+Xe9DVOu~>YfDuaG>FX^f zMrr%)>gozOqF~s0TOK6*?2)K8vJqT4zy?GEF=XR)LQa!$()B%NhZ2-Fp0#&U+$4xY zQ-t?e^Y?#DBewqTEFh{oG%Sra8VU#Ia0WuTZY)hH54@^S?vPlZCn5)`YN<_P+|ZFh z_j~^BA}2GY+?$!h+Ug!0Y#^UhIJmmKo%u>)`XOa2jSap0+WtRRpr2Z*K=)-3z?Mb; z-#Q?z_gaUgXg)l0TXm;1e3(f(_ogVo&3ZmIzt0nUpq9VVDYs=<9qZj-f1{g2?^|3K zR~Tp`v8Snib3#!ScS@;*s?A-3EVHG<(e!FYouif>lVB)E6a2!kowP zb)_DZx0W8-D9?gj@7HbOk2ON&d6=JL3tG zGCNkI{g397&&&zjmEAyXUzQw&PcW=dpu)5kipBIceSwHE=>4VrnmGStuNlL)VpZg-a)6gnK;&DMn}c3pb7edfADhYezlGMf<<=n7+x+LXNDn~SQ~ zr@E&ju~&j9ik1XDUg&oupdt3%JUh^-Xf#R^#g`Dh z$;fv4LvffEgR%IE;^~xNV$wCYPv!`S2XlLPQg85H92q11I`s%OCF}O;mRMiXy*pz} z*7ys;M1>v^fZBf$TVNIKCh{V$(NL9MZ^B?Xck&B`Qust1aiD&4QsCJ5>%GLrLT_(x z17RkX)$W-g5zP9Y?NKlN)iIR@EivbPMsOq4d4l;vG9=;j-~ZBPO&kx((yep@kH*m8 z^B%--Tc`8&9@MVa$hEsjH*fjPj=Z+EG=Lk6=Qlw@s?k{6X5zuytR~dEBZQhh8Z=Ej zFGQ{&t&!u)g>N><9nu=s1|j@a%C>JeFWfakO)`^=`VL#{@5g_U7;1&%wV9gsZE^f$ zR~9zsqqB%aWQV}9yk_GnIzGK{x<2=cRO#Zm#qFaI%81-eUp}9~_6}SBY1EPWeW%Jc zDpN(!+^9si!G`G|quGO+AlLx_#ErU9^`rcCTl3aRl-AEEEOEadP+OAN=XiISgjWc0 z4^)Jq5d@BvGLMomu|q^(3$}}an6eQ3-kj1J`5y}E80rbs@s(z_jh%5hn&UN+@)3EEBtsTG%9Dw%w5F3-`3ac7pp#QOcmrq6HhK-2{q&;RdBJofxTJq$M^p{B zm+tk3zpZdqdkr8yphr+O1$UY$2$pkj8gH^yc2R~wKY_7gB9nZ|JKn4D!@H)~Du+rG z;Vfgqybdq}FY{yRC~YxY3PrR3bNQLxaB^xF<^M9Q_Vje3ZzYnR_J_{yB)>_ZM{jV$ zO6@4({=s`;7_`iC9%&qFh%d)11eWU$NDC4 zgd+26ZCW~q*23xZJ4bN1#mJl@fmb}`TT`tsBSl!OJSwLO=@Kk=;Y>B^t23;U7T~Ew z(mr(*kIL2o2_*(Qwn0vfr6Kj=`+8*a_d4mB+Q$>B``~*Rc-(DUl208g@bT*Hm%sa* zuQN@CY^rd+d`ol^tVD)zX(gAL+qQ;I=UmHU0Kg>i_Y($UUwjt82V@r2pRAygKjW^I zx7Nd${eN13YAScLlrnJ*_m{xAVXl|&nsIvf-#2k)X*-Ve0RkiN=mnsSj1xfbavg!l z-#01nTPOdY?PYQX$9el`Rj?igDWU{rF{bDEV!}k1C7&$Qd?G#EFata>_9^y)X6Tnm zope?fOw$BbTjh6{*zU5@?w5#JMz@^{`+ugCm@^CIMRC?N7w_qph0gjQ(KF<&pm)K@gzVzo!>GA)6M^6;W>Y zp=h5Nd6ome_a9!Re->|GazrBLY~wZ$g7~7C?zX7=ft#Nu6}L6LLcTJ+(VnI#B4mQd zx#~70Ia%vM^k?%DKvRQ?(QD?VbZ?tde{cMdY|(C-XqY(?Xo=oZA0$jJw{z#<60x07 z;!*&nB;TP%B_ieu0~)CYEBjme99=E6?TbfFXAA+udJ%U{B*Uu?82b9gD6jh2)IE`O z?TdOv{Rdw~`%!*8IYKHG0&O*~G&6rP-L~*YaYpA=l31rqn0>LM??*qjGvG(o-co(h4i zrcdbBl)Z`z+YmqH3y$`o3LMs+cOwUA@;=CGvUDgd`}56PJ){Y{qLb9;<8IWU|3o-+ zXxkmO%Vec+r#qP2Rp9^>@taZP8P-e~@$6<=`?0q#9R$tg7B*l;vPUiSmA6Z=8sw zmH{TQ@vK>NJYC||er|FKuZ7K(c9K04D_n9zz!A{QYQ7mMF01Mh@V7~|Cd(&bOKGpw zIDgbSJzNk7*N4%=$>0m9_C+4FfdyAt_h(e@PL;Vi?9a7@49@i9Fi=gC25rEiK)4*z zu@prmL@5R)Wu|s^qqNA?v&4Dwl_yY@v&0j$X?$Z9gD((MrvemWTENjMWe!BPZpqe; zCI2+cTc)^erg`7xin?EL5l7P-d`IITsWig)ovJ_b{@5c5YrvKkNb|y2X3|Ge#<~28 zVl6~ZtIbem&!3}wAB7;%PGM1@t%XD$Ra-`1+oHypH@uB|Q4FZQhICWt$BqW_!7O-N z0YFcLIZK9sQ#d|^6TkH-v&M+{Nrq}LpoEzPH4HO@8|$5btb8zJ(#A!sfCSS57X#MN2NwhNQ{*(%|aG|uQ z=cF**pzL!M;td(sN{r70U{#q0nFCs|2c(itbgfQ5@9jH_=%LGSGO@7EsHKRnyEKTm zU4dvLuSM-TuJJL2&;8(Z23!C%;@#qq=pZOs!B5=&TTEVmBIE`xYjNrpbht7Yr7WNaS6LZmURltfzmc_(_MD^tGa-i0><}R zyox*DrBzZ`5xr<~YYC-!y*sC&-w{px5%mK3I0bE_%qRk3g_hyF4B-#?p*d^_>N0r< zGT#+G<$jv}_?qAf@pLx#_F8XdoLNP%pyl7qSABTQuBrCF>1{XJ8PQkp^gQ=Ta*f8` ze3oYjv`lTT49^*5Rx-Rd5a2SZ@hs~bES6lEB9)UFVaehI*HMgR*D z@19uf*G}qeQO5gLMP1~mMg7rJmi5e6b!z-<=t_U(0QN|OkijCbpdw870loCY;WMJX zsl|DH62F|x$pqorN{q0WF=ui>QO zDD!>)cj1>ysLHAqkR)uIpw)s0{~4+rgU{_oh1Y|f!H#Yf+U5PDr)6neCDea*>dj|q z6llhOPgf8E{S&dY4nhx~)0Vxd*1PYmx2v9KJQQio7utyfBDX7jfLe}vo}d*5{Br59 z)Ca=1eWx$Z-XkB&(F!wwIDbb#hVFCEfk?*m#Am!kN9x?KZ}2j%`csJ;NAz!q zghS`#p49Tp!sEPyw7JR#bkzVAUZD0eX%cLTFi+>;?70r(pjS;;1Sc_bbV!bah^)B= zL2X(J*YFOsV>%E_l_BI-`Q2B7Srd3#1|~h!ThM|ghrb{v^3%K}GHy6H;jD-LH?IQMX)C2#aXgt35_;IL*a zhxf;|Qd|M1(*md>I>F>6GSLh62MWfG^QQT8#--B(RYs*Kdw49W_zJW5E?2aNamZla z{C%b5f9fgu6{CC1V+$+1N3|eIr2NhTs`0YT0PU)P-r7*T1DW+kEoCGiB=Hhwar!`Y zEt^9j9)SLN4?MoxG@D&n83*LK!1C_{m8IvS6q+k2-dHtS+gqZx3FFFfBx5?z5>V&UAg1yF^MX6FaoO-DKJlTrz93!Um)L?0&^TFrQZ7w$i7 z5!@zW_Bf?^@hZ@}MlqJB@b7Yw*e^`P14_!uR*WBR=sBIApa!kv+`Krv_fs%-*Xq9D zVi|t7n;d+}ACB&{!dU_Pvl-gdI;qRo6e-3QYGJt}Ep2gG zeF&(oy-r$uUY7Hg7d&MDGyNs>G=V}TM~1??etSWka@!M-ge9$f@<%^2e7rf?0?=J1 zuC9rvib-{QiA|-gC-jriDb8--6>P|b+DtD?yos+64yDvWSNt?J%`r9!H*Rah=$aLGcEAZi*N?vc5Fc03QxQ1tR5iJAR8 zL>zpep4&0VYyiR+4iv!YOOFD5$Rj*p|HKOy<)E#lMj|S>jY#=g9ULVnJ|%XT3&QYW zzN?CAwzsJ@U1yZoJ4DK|?H`6SUaN}~4Q{=j3xp$XjAn3+K(Kr9U>=W97o;S)^}aE; z=H>5sin+k8%HJHXtVV+3Ud|JD3mCD?vpz2s9@wt`3<$IV%5nkL$MVoOpIA)|2jBx5 zjM8V7S!+zrsye0;^Pb7|=#sQqH1`E1E);_9Oe@1TBBbpa#BCP$Tr;-ZO*HZTwdYZl zFR*r4X2s8m0uNeS?j552fODWC9)F94mg|~8b1kd#me9@-xSDNr)e|*FXE#RVlwXz| zFpUKV{o~P=^kfjU%PlIKQk~lmB~ET@zxpV+%dvXQIlmbborsYDqlHl~A83(LU)(|U zBu1u@9+`$li?%B{mR3!jS;)6jW3@{2mA@fa{U=W89b@&xp8_IG!#?}gJ8Jv!f0iM4 z7U-(+Ol`4hnvd4U=m@Sr@CPvoiDo?orR}G;uRd7piSlHEybnaXP{;%op{VtN0Il&_ z@VADQM;-mGs(z zfZs+(?|styyu**Mt43;7o;oGVGm2a|CNF!Xkp!{$JI99HQf((&Q(3KYpJS1XGrdU( z_XS7>w07Mkm4JgTe(?$crC2OcMQ?I1=kit7#>)bCcC1^N>8JH{pZEJ&lwXT{&09IbEQtMiq5JU$$HRi z$Xi|NWs%-sLDB^LW@lw+C5)y=*rb(o2>8v}`zmL3XrrJzSwy`z8+)zYj#r@EUYQ$F zyb14GIKNUEFp0J|LwQLf`j}aoZPmR}-rJZYMliIQn$f0@1`EKm2N8joGSf53khCSB zJ>U*NN`45Fv?dyo>dMhto$pSwyYTo-eJ)!qVj*=#9)1Lrx%4PVVJzW>YrydzA2o6c zjyeq)!(TQHIJs2h?yr$098%849m+FC=$jAppG2QU_{$~!?xbWs93Fa!y}eP~sdNss z7b5=HPQ|VA#UdZSiZ*yQq5niacWa^0VkJ5BoqG|y6(jwwN1blGPHPJplmcpX#Z<;d zq!wY9EL~a5ycc_hr1*v~zVD=(gcX z>gq1eY4=TUxOcvIiFLgWH~wFg!3&XqKIMPXP^?7Y3X6)|0a`W~U_^nhCisA8yM7n_ z)U>pvE?=>?9I*R-I?=C=6k_)yN_TI3t~b=!-5tLi!=L440YEno2%+}guDcpMgMoqY zFaMNYfB8NX`ECL+jLC%~i7dKzK$?oX&ry?4xP9}#FlzuW_B4|9g#3ER_WH&wtI>)8 zDv`@KIlkfZoMFe5!$yZKK;;FTSL}c`A`zX{E(@t9o#vy6p~JCSvaZ`7=b!qvU%t6h z>$ehq%mcHKfqLqe-a+c-To3F;3_@iHfi{nlA%mh+UwYWj{TltoT{0cvtQ&WWEKM*Y zJqlsTY{b09F;lH>3s(DVj=)mkLF(6kij0S~2pc^fy#d$YIe`_IEB=hDea5yYai(rB zf^Y{fHh*~`4dfZQ%*UiRXbE7xsr^Etl zIbFXaP=vBQ^|GD6MOFX_-mWLE0?T%eFX`efEzZWP>%+_VZLV$HpF~bAC(d`BBedJ@ zc#`TBq9#8r&c>KWPlEFJ3s}3dI&yNkEu(cHd$A5_6iq>FxUlUj7P05tN427!(F270 zjYK-;TO`?$*@Q-|Jq2#>CAdij#Tqf9DgyqXm2w1@D&>_rDJKMkc$!N3(^x8rufi-# z>`BC6iu3-Q45Y;QWZoMS>Zkwoj-BjEb{;%F=P~}B5w zgXsZ>)*Oe{vg}EmFmTE@;AGawir6OWlP*Y~BZ3HRvY7q(XIPL1WwI0IKC{c+w#dN6 zw+p=Tz91!~ja6>p_NRM(()r`1BPkK?gjODAt$1x8+ZOTgb%q|1$3W0W<* z-`+e@#0%RIA9hLNzYeN1gM+yjK{`rSGJedFMeoRMYrH0D=f z9g9Xk(-Fh3A-9RX;Ahf!RCmE66EDZLR-paz7^f2Udi`U<>-2)}ZZJFmuz5!Q9w=b? zFGvaOtE`jQ*0m8RL8*7Uc^ETofji6nxoDQ)+<8N$h7N5db!b>k?1{a)cLI26 zgByOc_y%atkjYFYFQ!)P6NI z?AktB18<>|yKlb(wi9T8#zK`erq90{OyQGEmkIWl%?I0`$pPIeAf`J`o)$17X-_+J z=+e^B-2=F-us!$m{W`)7EuY1Ll2y=x24aEH42L@l9uu)it6Ci%E@nS!&%?X1?Fy~r z&t=YwHSQ;hpQp}% zuLYc)@yfElD>u3?v615JB-0Ol6rja@DNFC=bw^F$`znpCad18WN-H)Sd9NW!>>5E> z&kARl&W8)3$(6?wC_0H6v(Zlb1i@VGQzf1FMATSOu$B!&S#S`#XdU`T3N3P8{9X5b zjTK($?C}~%HDl^6k$lB{FJr+di?5Kx{ZuP5?W7s#-My7t!5CyPMrJw=hxzK$hbI@! zW<#vOVB!5<2M^KlgL`(LP%Beio6HFwasDSHOUh0Eoqz*GG8J6$AzTR5 z5Zrs*~FmG|`}kMu^YWOCSA`rgFOI;6ecIQ|Tp~DX2-E zVgrAT3SM`;&dYk{nO$&sfuPHuoJ2iTC8HEp#maEi7zBoWUvN0gNgWF-)=onOw!0wDs<(`5@XeArbaFZe{~SfH z>uN?XQD9-`d{M(vUQ5pqvpj`PUows}GNDU3_CP~wRLt0oR;CUUkR#$Z8;f-&C6TYN z)r+yLA1xw~#=FpUepo}S;2RIoV$r*#mmdyvsRJx&(yC!)yS`$_o0@ym90X*p(}@_i z#GMlE2#j{{1LY(1qiy^P4{}_KSh%}|;m=3~##cX07VMSb*uSR;tK$vmmV!T9osMoV zS+{|SeFU@Uoz=Bcf9&S`!9`Y`<+I@6R(TnmS>3FySTMcXop{=0dofu8G9D)c-B!wn zu5Ih|vmRfoUX6er>FeF1;>#Yah?PkGElUMY^vi%#I-%}*6UE9n0r{WWc}Wk$n3n%$ zXPe@|`{f7Ub41_n+pbq{sLsc~XNf1w_B4>IW}p}U zhN(O`Iq|wmTiXUisdt?ax6Ugv(Z?l7ZFO~bUbN^a@FbE~W{@RMyVPhy0s?`omm4F8 zD16hOA8$d+ylln-QffAp#CQ5 zd>eU_sg2;@_h{CS_M8McY?^|8dh)WCIufi$y%;u>1a;Nn&KeG-YbLfnI~nkmzn6Av zO#{Br<8GoF-oeyp9jBf=esao#kTJP%ktfZk@~wHr19@}4eJ=W>h!2nQgF~Zki0ldz zg%jizHa(<`>xAt*IHr{rZcr16#Ay``;vC&r_-tj1rVAbkH}^4<%8}8Cq@_*#I-uMH zn2M#Cn-lqi0rCD!kJa>Z($S z(uiO?t#@erGK?g86ijd;s-EN2WEVk_y`DJ+hblW^l*-60_DpuesQoSN(nPDwMnZ6) zV-BuopW3)5aMX0T~-Tie;4}vPN`{> z71tcyv`A2J8x4ba<0ppVye{B!mxZOKo*#di=4AJuVCT&nH6ctR#lIpBhcZHALUylU zi0#250=v?GHgq^Gp`93sS>PLxj)RCCv1g{e?)`N@YpX&pDdqfDrwzRAk$<j9 zzyPU#>2aEcSk@j>F~Zr9;17lF+={_Qr?0qdzNzMfHEnRCjU%NhmVja_Op{&qGXBf& zvjG%~fbq_VI80*WWC)-TA!ud9x-G>9#l{2HwUXdpgHs1#bBu+u_=^vYIt{}tgF)Lr_ zf5Sk-l~AA){oa-^iCw$HR0hGVln!K3ae*`T&nmZzf#g<;J&bgl^+_RoU{~%aAMx?f>oU z7AdOEDddoG_e(yNcvkz4_rH|=e4{pv<`f* zw1T>SbW?RU(KQi`V*JvhhvXg96>N@?1wVeEPZhtxDlFJCXx6Ntn<3p`WE` zrT572^#R`Vq-=VQT!?kvQH0I!#}DY2Ys1%s%uI49M^G3@#%6E`^7=ftn7>pn(0{dA zIhBFKiYS8v=j4UiVCv;Mmr#Qn0lH94FahgmdO$1;?BvQRUwkN>aJwp<_T`2`b1Hd{ zho!9{f%%1VU-9BnH(Fz+Q$sFFLsWXlLq5v|5YVrDG?qar;{+ngwJwzXrg){ID4o$Z z3eaFVEQ>q;dW7A0(_dn}67qAF&^8Vm?Bw+$+eVwr$mZ`_% z3ANm-`tgogaf?0Q8lfiT4eQ0OGHU58-Ky_-b0UAcDY9vZvK2;OH`ALaNC;+ z-Gtq5tmKo>Hjft31Hukf+CkbqbtQ1YBIfhSX)~!Lmo%x=k-X>QQep8gEjU(b=`nn! zsPyn`riR`n`tKrNXIJKMpjX z|0fsV9uqq$VLnLrW%o12?cP10SvrqR<72ytOBDIPFWMh(c!l;;mnzuF)59)cJz|gv z_Is{gk&}Du=V(X!LOfUd-g4PjFQVMe&t6~72>z|wxsT~CHrY||t%9lFRKAcuwh?c2 zL^{8NKTr@nzn%Q)HQpzG8h}u3hugnyS8wDwbFwVRo_381{JmEu#OJ2Y>(nVLZJ{-> zmxB80UikGK^R*kGJ+!oM-ouhlOFN6Hk4`mmnw*qkwZ)mw9tn{$dqj-q{dH2YnQRbg!)dTC#a;|Vo z*lG!QmST#oj(Pk`pVhH5Bf@a*1LWem>?D_Xe%YKeAwQ!gz@7yu>xP8m64T*Ey4x4J zaIr8Be1&W%_nMkS!T9~9$wK$xSAXwNdu*Sb{7oWDOkCTz*oi8YY2@`H8dns|7guK>a78UY{Kr%dR9ycc(`#-_ zp)VLxiQ*96r)+F48}vkt#dnLby~ucq`Sud_5`iRxkd_3PfDs8;K4o(Ss}xq4AQ5Tb znOr{0>7;t3J=vEbLSnDJ!O)QF`w+_jO#0mY!5kTZe_L33->hpQa)=eE-?7ksgQtvd zX^#!UaZl=Nftwca;s0PWL6VB{O;3`w2)yBr$Q6A$2UTgl=&c}23z99GZ3iyhMFj;r zxsyBJ>(fC)j-pKk!-Rc5U=iOY+4J+WDkRC9khGDAyn%2;o4}<)m;yyoGQ&*ziT#{v=j7Y>OW<;YaL571@)De(2u z3-+y}>{{@B0E>x;z(XH}&94=PdlwJb$sc-CAo@_GpPQd(558uy1d;U7ify-=r2GsO z!|Y0xo%RI;-$YECL5DENV^cy#PUnkHtq!`08<7hM4%T;DVlN<#axDkSA`fYng~b{@ z$dThiQI^|fitmyVNF6X8w#WXWn}w=Gczuz;q2KZiG zi#AIWn0zD#Z0xV6V%*WdV3MKngMZ`n;}P zh6^BsY+7+d{hu-#fVJ_1mUAS7_YV&R_b$}c)!Tvainqdl1GqYFw4*{N`j?h6z5uH) z#t!g)fBa$PcK5WqgPMhA6p>rEoO4z`5!C3H_-O)#?OPxLC+;FCi~Bz~46~^I$+#MR zW%)}-4)J)L8rpYLhe02h`ySqZ^Dc<@{>q>zgkMCKCcbPkRfAkaWBZV}3GUqi_YQD4 zeC-w#`=*WsM11NZ;OZh|Ta!GLp+C>r3tG`@aPm@BfoWp3t!8xf1+2e62^57J%rRy)RKZP{l>w63~Je-IObCrO|oB?$0 zgTVS$=v5}{?orW*UFJ`N%t10XqjlvD#)R{gVOm|ZQh@KvTj(vWzLpIJ>r0ZUcKZgp zozX(2zVOW=s2z|Rb2nKKr*U_P;Ol4binBjNkS9i3hSY0Y=8CX^ghXKJzaQ01G?~e5SrdPzDsD zDDb3e?vCP1O1t&!EH;Px0&ds(ik40lIA!MEAJ128FtQ)e+A5J{izw43E&-@v^zQDi zI~mi@n^@@qGUF;YW%0M8)Pi}ey z8Eaq&L#lHbOr)J;8Igf?2n@*|6QQ+Vn$EBlJRvp1yFern8$NdV7r1hzyKmNgjgH;G zh_P`PcjDg=aMrNRZQf%^B4A-o$OBh%&6K>61jb;jXIuzSFC`oOUXo z=@ylro`J(%|I=$(PKm+RBA~^Uw6Z#CkH#^n!F`J9@;*j_qUdms$A#9D_VHXmdAX^f zCM6oaip+8yR{Jj?u;v)JO>>?D%!6--7nS;LX4a4Eh+=?lNw{}9Po`xnN~rnu<#DOr z5(kTJ^L4=R2_BFZngge#*V7h7SN5$pPzFy6Dq=0QIPIlBD%c(!9f5#=#fJwED8QTN zJ1^=)_6qzr`}OW0s5)yZfJ?g{;K+_NbzZY%4`*hGvXMJ7;Ig&DTP$g|d;QMa`ek-f z8Uo<25%_X@SX6$8Rn~ryS<2uF9m*y|B14csWdAMnj>T3s9_Q?H*(+NSm9*&@E zpW#Huk09s59T(vg%AR2XR4B9w+kPF0c_6{2yyyLUzt|f73*QgsUzu6F7G5igZCB3~v4A!#NuvB1ae&kKt(LeJbSTOVzc?CKFBS3<+c7x7rtHiAL=;pU1 z5p%wS8jf&t-;-L8$U++%DG=vo&^&Tfq$lZ!JD1=n;-`xh`><1q;mTHQqM>sH)o+OS zh>X%uIVw+|XatO~t^3X6k&8J}uLJK21!lE<-y7F-{h>YM*ZSy!MK`O77zE%9L(xix z0XkF& z=i|&=zQ&_NnCanK9r$zfJREj?^g+W$7VmQ>rGDp@&{72mFipQEz@X=KPAD&#Rd2Iz zLUOdU=Q>pR0`9;wuzT!@QwmcdZrtkb?D zSrm;PFqlCW7}PqwA-l@6SkfONatq;jXjl*Q91~5tYYyD36wA1RNX zW6GmIV59XN6Mqnm-K78KXLXH!k~(n`IL=8F`RySoBJJ3a0O)z>D#k!^<+s!pQ$#sO7*y#pV+f90gzi znB8e>PiBC3S`hST)AV=njpgt^ISx~jm>0k&R;~bw9zPs-Rle-O^ofD^zFZLq4+3go z^TUf$^|IX+yNAZi%*+z07E}?@q_J4YUP)=GpjDP*i+qb-<^zAy*u)lEB}PR>#flR| zMEGt!pqtRs?VeQdl#?CopbsBT6CN?BX8TJGOtsC zCS#Cf@W%f`-dng;xpnKqAO5Qz2}_2;NyC{Tnl|_&N0UvagTcpEt<7|QQiX1ANJ83@ANthR~-ke4lyEqCA?@dYhQPS6caeJbn8JY^4Dc`S4br-Q#}mL z(CZL;{5j=m`iP$u^V>-=MmbhLX4C)B=S9OqO(_m~QHqJXS{9(7AGOkQITK)G4+V?o zJMn8Ugnd*Pv3!X&Voj-oECW*+#v-Jb3{$mKiNMYMnuW!P8Y3wZlHOFIWi=IlG_A92 z!tgbk>9}qETN83d-pkQBvZaQhsj06Qb0;F!*4C^GS5Ra3+8$``S4Wb%*VA7>LKA_2 zoO}&zv!8`LVu9ZdT57%ZpRpFVJ^HkSFdsbZXjAmDN((Y&ECu~tFz~w|a*gOEw{(eR z)C(F6;#fp*WM@iROt0qbE-C42rZbcsp(c+TywIi0mq3KY8sm27}N>7<6f@4)jO@`CBSsm-ai97CIafcX4qUY8A+6q*(fjlC&>`gJal>iA$#l zarx|ISuzSn6f`;G=EufR?BcN^K({@=6D%_SN)PtqxwaA$`p0->L00sFW`k6mnC=P@ zWNq@UKtz+otV!4PLfi)dvctPGhfTb&+$F_xg;#o5%H-D8j3`QE3zmV)uw6Z>cFnM= zqVKw>hS2(qSQ4HyM{Ny3BPL1h!ZWuP-XLpREy92jbgGwkha(UK$+TVK^#%KP1mg0n zw?iUj(s>NpO%3d^p50_9%x4U^U-!}6i0dH?&EQtP(fB-dzrtx%cJ8RmZFp?V1v){2 zH=!CGie}asgi&JHmIfy+25fcC=Z99jc41nLj7z5+!I>S?ZS%4;P&qb1Zf*izyN5D# z7?V7S1kBSU1PbhUpBeUtr5s&^o=eY}=qJD+MgH+7mOc4DP9uoI?MOW1JF$4#v_OPX zRccgTA`Zps$&P>e(2x#qO=5QSgnC_u5ff@%mZkV~S(hM_;vI|xvEl|Sqgc+p>FN6= zvik)l1-RG*B&2@7*12Z$M0Ypc?{u8?ji9rKK@lGM^yQIT46fYN4A)>+bO&%h8aVxB zgVfk=JXYU(&oTB!!cqmYAaT<;?vCALEjLE9R7iJqg(v-R`d~-z$M;8-W;Ow49mza4 z4ZsA;LuH1JD=aOIBn_BPSDHKk<}AX}d|*&e(E82}NGw_u@wXpv4`A$JWGJhnKhy<{ zxo{;$;p50{=@pR{4NYqp(hlr{cLu096+Y2XDQphe02 zBJdrTJ06gm!qS8ZOx!_;`xN+)e|61)=V$;*xqIhFQ~9A4a|pbt#|jQemyh){>P3Nw zF7r|ts~&CK;^5QW6_AfHop1Hw9=F-F>HEA{Eik=|6@Z^~*D3<+69XHI4JlU6CKAr# z5(*Q4H#=?`F_YDC6s#abB@Gf!sr;HOYn-ewt#x=GujTnA=uRl!f-}4l#I1>nWL=Y) zM^aHrlJRylO0s-;Xl?5An-Xl4jYk~<)|n?8$SEa%%dyYavm!#E9}nVTXcobgrtUj-6ZF>H*kq{;jyCDwE~ z5kN;Dm`lCf=g3iWM0{qWCh;Xay|k!kDKEutDcPp1qbjF*Rke=9cu7n}wh}OW!`W8= z{X1+qTJ+(H)jT05XBNNbRHoMF?F%Ii?i>O_N9|F(N??C-5bh;T+!4MP+$j*fXLS$p zRqm68sRn5|MpFgB9EQiL#oV2JK|O5jWgES zwdx4>Y!A)C0=4;!ooiuz>LIFFK@PtP6#V8JjZa*HT(_uZCc3xm?d{jx{7&2)^<@}! z8L3%WMH9_{5|L0-!%#(K^N~Ta7M>=fhk^qkKj< zQusLbxS-)?%;$j^oFLHkUG`aBUqv69_G(~!&64SK?x>rEd~os*Ua&06!-PjUEDFWM zBb)cRA=ok*EFqR?gL-s{kL9)Sa7IzJsP3tlk-gMgH*-LM5eS*Quomy@!nr%B(e;>s z0L2yvOGo=F`kJ+bOLDFn2*q|GCyyct&V`~bFs}xi3Q#i`v!`oWo-s_dc=0v8*-k#G z6k|?ot$Z|pYV`miz1fT@(Urz87zbZ0@6LZ!hJ|RNG2GS4f^%Ge(&Fof{_w(dxCK|e z18Vb5_ELAfgFzuWyc6Z%y3Pe4I85Mc*-+5)+OCB+Vimop7BvBD;J`qfHzn0mj~@3g zLvf?0dH-~Ca}!O_7a~FVoHB<0Cac^j(afJR#r+GQqac9u)KD>I{IVBKx)1eVmn+EI7 zQRgS>>`eI8*p_6{y0YTN#vH(D8qi6v#uxI_tcj=9c$8wb03-3E)`;bT(S;nnc>C~~8*sM-k+ zt>n{W%C>i_K}($O^tCQhGr+_YZfO?92-@_A--V^P2&af70*jpN-1AvQS{hQ$+YiZmf@*ChodCmv zjQnG{FY`ig0-OpwwjqLc-)EYq`mxuZ{4d)}ATZXRr(dqnodLcN8-&*1fo#7kqkUda zTmkl?zgnCkh#Y2O4$$BE7%!W9IutC@B`va#4R4?V5I>f7Y4hYYnq_(dM-5F)UV~P5 zKzoL2vV*?mHO9Lig<2tyWRS)2D77uLv9ek$YuZ`*8bc+t*M$QBd=*7J#u_$VQw>=l zFu6f-k(GZJA-)gqhYvW67{py)s>Shu#ZpwvU4~Q}l_q=msSJx@Ur>>@Pm;G$R#k^wJAa(d^_&K$>sLPHVUl|5I`~!bd3LRZenr%Y!!>gbMqQ8>17=Dy>Fo!R|~1 z_LMN&^kVxGtp4CNkMAy{f9V%E@(0dEUAx5{sSqUoz;=JRnl3L%E=>FZsbbn#iGH!w z>yerqN*z^6S}|xZO48graS@?|7F+@l^2=>nxD&)EJ^CS}Ku%)JBRL{lhDkj6g9f_> z*i)M;33@0sH=0Gy8pw&W#{z%a8{jGCKFfs142iO>o@5aX9Ky2FhfF0=yL|NZl6Y_0i=%@O0E}esg9v3lgXJ)5^`%g`0V)2;?(~<@)zD)Eo&M8LL zbIt_a07}k1SV}v6pN`5%SXCvxwd>%9!J6@_uUg3^rG>7PL`;&XaRabyWW^(BAnxM5 zYY|mVoJwaKf0NG5@#026=IcmuW{=`{^pu0Y!_C*{k-yShl|qf*FPiTI&UhFJ~8(vZ(z$;+jwLqUQ$iNoC9?{ff|GmL+@QT-7gp2YD zRMa1^-i3#t6U{Pf&2O%+zI$$!R`1mN-S{E^r@64aJl)fGZ7`MVcpCKl7Kom&H0f!c zsMVv-ovJcJOX0K6%g%lePu_vJEW6?aEad!&EmWs|faUVyNYyIrjq> zB!Wi<-%GjTI88^A)oBX9yFRfc9(f~CO^nzvwuMUxePPP=s5|t4DpQz8I3t5aun&+k zV6v-gpUbbQ(Pec{OrdVphRHazeA7nWtTNu4h!~& zS{QZuPqZ+#7T&A(yypoT==k5{eMnV%WxurH)7{WDpW3`(RZvhU(XI}PB<8DfT$b91 zU^W=v+}iTk^_uSo`5yPv#o)Jh%BOLhs`|64O^!DZ5CT!clQ6ZY)q*sNDRp#s2zx3@ zyDfAhVeUqb5L0K!3cFq%O1^<~45saVrox)UWkf0ZxSd38exW0eHXr4dwH{g#Q}59z z+TABn5%)|~o~g8F1!Uzcm0fkz*xi&fFII)%Jhd(O{_Wd^?DO#z-y*-L%qV=4C zPqaTtuqTNX@asF}iQq4iq{BX;Tg`rO)t%Rm%{DGuuS^Wqql9GC~DCata&`QJ{N-@AhU%CN$F0k;=eC7X2=-&s#aa1$GWO zNA&<>p(?^?ye#F>1qSgfRpo`k2KT;FTzvPqlZ0&PLkC0zf|s>Y zuMP0Ca7%RSqd>Kiewj2hb`MHUMmZ9cQqOZR<9f6v`ixm{R@M8kp7$X0=8DAcX2o&t z;+!|Rx)*AY_}_H9XtDtI@xg1i#m)LrI})Z)J8&)B2CrDQ`va0tSH}w|yxb3mrO#UCFIuXj z(m#HLk54t(jdf+-rQj-OBpg| z*B@4eX*O?eX?lL(NYQS}=_yz!laHaXA^Q$u`(l=&xVZsAl9(X!^?jt2O!n5Z?mM_1 zws9x6f>*t6+&L`b@+ORXucnXSsm=DXM{3(m2bsC=I}1SrCcjJ{^MwZD3;=U7?VBs{6CTUyv_ zU8Rv+6wx69OPX-i2hpH{($d`4*0i9Y`#L&0mR432pW<^KP~@q}4$sXE0+I0mgW<6U z#kbNewz3pDaY67`RdM`P&>6ZM)J?14T%A|Ps%Q*@Bx6h?m^{JPig>|RuksHTfH(WC za5qcd=P zj5QfJGov#HVq7C21ffz+6VLzwnyTUz5}W`WG?ak%M*?U75UvoS$T)}>ce}~OcetOK z)ij^kG!MGIaPwIv6H^t91ifU-8V@&dr%*)?g zAcBhNB9XQ*QM6qE)Da{O+k9_u)?hWQmS#yNdQO?0Wonl1mZcjRvi!M z4?wyI(ZKi24763Zc%4E|e?OQ7WaXUB!j&Z2uFJ-D~mBYtpYAEry1H_V31Wr0zt5Tl|IUEhWVT%H_g{k47+_7jW3n*T z>n_;t9rv8HM_JdRpm=g@!dkU(`h+PUZ10KUXISv@*z$U_{s9KV?1wi?if1yqaTVxk zwhk=siEJ=T;JLSfAJ@6n z1PiT7CdVeF#!N9LNE(lx=Qi+gTQg?OcHMi0ANQU7uA`$ER`-b`_PD9HhT5#Rp-NfT zkHC=fagF5dlsh8~?^VMTbIN}A8%-fG7(dSw&n()U{iD`+y8i&hHNlGH1A(+ev>8XyFe64#J@PNP#2rEKARJ+}ip<9TcKdBT4<7CljcE`>nl2 zOiXMtTW5QCbOfxIhj1>*O1E7D@A<=)>R)CFU>67==XPPbzm))2nxf)OCla*aiK##ig#f-Ird1BWa!%kql5X}Hr$0R|q zz&s`#2{(vHS8Z2o@tXZz%y7ekv1J!!L&)H0Si_c|T6SI`>z9K(TeYyn zL_FZ3X|;IrFlmSpMn&gehs1H$yMlrZ?!=#4Vjo=jg`FX;pk@hP5`m%CiM8DO{enGq1z z5)i9Jtl{F|pjN+FvzZN2&;|BPj>%EZD#_EtgT~PC?Ao7y;LWBkF1QGy{yQSUX}-jw zTBlQ{xb z+S8BlUutM-9;BT#2iMirF+rjN>+}G!Mz}oi_b%Jv??ro2>6z-Y-WI+gJr=cz#4ORP zH4FDssK{J%V~qWe0|m`CU?h}D>@HoO`0KC-20O7m$uVP z?OPO5{JSf)k`$`AHImPD<7={B<2m)crN~6r)>X5$DcTOvfg8QmZ;Hs$l_Mfj&qxgP zR1-28Z7prXEbSs*$je zpeJh8+iqz@LZu5tt$Ie4L99_$rYykOMplRm+ z+Ix3>cD(@7@Xn;G6$oBNJ>6LVYKwjDkaw-T0w@;)&kdUE&GPH8UB8=mI|Sz4;` zeT+MdMD$toJDf$eVq5NpKA|%C&kG1hDhWwK(G=r>PX!X|tf&RDHk=Iam!C~cnA!?& zZCN6jWz%bh-RYb8!WY*5%n~<7#d7Jc4w4osbGyoYO^rt{6KKtdM-sa~EyusZa$3e~ zY=&AY#`GKNENOn>s^ONZ;g(caNQwF&n+x|5LEggX2gKFl@d`3US#zmwebuYZ`=Hje z2LLI#tgXe%d=$Q}hb)cBq%1CmGrd3+m$Z|QAx=4KURDo7;^f-Z$1l2Mfw0r~RFYbes zNoo<1-K00=L0va88xiI|&O^Gp`DrIXmK>=46nH{lzb^nQ99m}!!Zm{MXdm$APFLCd zdVAyOtgJ!Jj^!8RAZeES!M0M}CH?FSPg)jj*VOD5K$3ra>unnYU}Ep z`dRAbAJ?H(j(IO{JOol#^OEi?o6lbB*J_AdMIA+F`dme5o5wHYo5{A8E@D1j)uc}s zH--Ph9cMJ9^w&zvVVa(f-~ejG@o-%QcozT%2beLJ-Wk%3I6i+y!1yIZb`c@|s^LS1 zmMU%-o*6kS>-6Y{-%nDJBf7y*^vZM?I9K zAy}{H7dF!GUU~C=i^JLTS>Ff2p1W_ESdf=ec9|}#ved)SzJ&$yZ-_!rakN?bl@0B+ zDmk;tM56j-84OM!la8Ybe5uv$d*kMRFMQ)g3{b)Y*fD>P$gwFXgnf!^MMAvvEjmSeGxfnj8V`5%^d|LMV}$qHCi-Nm*6fo!Kx$u0_H}q3&Na zG^FANJ`zr@6>FCN<+SP6+v&fF)A+M3GTc8fv%CDFM8Fn&d92+LY@QWr?PW>U3 z-9?`o$qwvbN4WTOWY@51N=|2=`ptg@+nGf`C$9e3OOE}^2oBH)VRU{T2Fi8;NCkX} zgROxa)oH6zqaH1~I4iAu0Jc0XE{F>4HB<7v;!sg0aJK4wCJQC45}s7ITM)e86H13N zmDo|&UNuN9V1+|>5gbE_+Tka;Csydav6Vb{fUa2hB@i20nfB||P?(7I)@ zuuURy+tR$cL3VAg+<0T)27h;7j^yU$W!(`g7wZ>z!@TB4M&27Tao| zqkBC8Om~G2_v}k9?$@+*Gs2Nx_r903rOWRs11LU4#2uH%cXvy{VFVyoXJuv8=w$C5 z_y>EcdU@jK5%a)r4mzkYemR@of@0IU{Gm%@d%6sJ?w~fG^?#v@5$b*a^vv&r&k;Wa4g-A#Ex5NjaB!ITh@-$jj6-2;{BHH`&O*^v$I zP>DM|jup&IzOE+7ogbbcBfs-^YK+*u08)!}*RnLfY$HL{Jq^TgLFEu=7H$O`rQF;= zV25cAoDBal6DB%ZN!kwTm9VWkZ!UT!ov(s|pa!v8&u*449-N-5(G|!w30)5JRcF!G zf<;vIzs!zBCH@oOWi#Yf*b>jC`N<8_hY^sGnHw4TgF0_dPtWy@jZAe$6%Y?MrP9Ji zRA%hd%B44AwuoUDT)O}%Ub=6Rj{JgZEe7&BMd*2v$n+UHn9 z)6+7*Oaq-JK?TJfY@XVnH8o{IAZl8 zZ>gs+p5jv&&Iv4G%#(xj6FSf&=0}_3uV-pPfyq54))tDjq(PUeSPky`=GPRW|Lz62 z0X)|TVmd(hfx=!CB;vCvNMpo{9P}(L++a$GPPj9hY$zn3tIEyC2WWLAOiZYbj*fuA zsG_F!ehY%;TqV{lYiWDBdo%A#Y1`mxQH+boEPm4B!_>yl(RIB;LVi6D+uIgxC7Z0n z^ZFk==X$t6FNrbp&(>L4TW1v(h5{||WC!r23&FYaL5>1$O@OhDMG@!Bw6cn5iVS+C zN5GyOZoiCU9rdtKGtHKG(}o+vH8}`^Y_DUGV5SX^SHX8{P*+hk{cDLu9oZ4uP}UEs zpr+u!P<%0rhYvXcC&AFr&{%wYObj+^;GHNOw_=#-f;?o6P)EG*#di)!0li{Vf^56S zBTSfdVFQ&P<*OHf-Rs(PM4sk~E^bZHu9i6*NG2F&P!46v8M+2wj@muDz(Z!~|59iB zD6~uc!LQf6ay~x7y{7w4=~Y-_3m#-PlVxV0L_-Z0`06YC{Vd1a>AW^eSHOeeNr&u+}zv%&;+cgm?c^YysvKQ!qD=k(l5Mt(>;2k zpaxM5=&@x3H{QEsb9?nlds~Cpt-r~GPY>K+f0Fo*b!0M5$bk0P$mJ6_75_|MAkeY^p{+c7Lx%m z^3%;8Tws$j1Mu2dOU8iqI@`a)X#zI7Sa%~LBRP0^rC5_v97R77peDQAA0g~yLc3QJ zq#D{lpP@>k%*r5ZMxTWH3OR{Ngwf1F-$C#FmjCj*ErQQhutvM)=q(~W%%7wFf*^?j z-dkK8$<@_WEwmJ{X{u{z$fy=$8EZR`SPZ74A?Vojt#Y>R0%fVQRk%bu>AEL`2|J*s zMRmLvf#<#BxAFvm{GxQAq(p&bKdfuD3YatazV>{6`wP{VS8+X{_u=C4WG%~a)qk5a z4MwWSPXe^K)7C11>Bswe3ZW}h87veKQyczUs|AX^?S^YxJp!=Q;W#l%A&w`=_`D2# z&KR}hj!S-^Bl(w<#uhNffbq22tRL?AR@izypEpFV^lmJZ1IsBgGP2rkQb+0WJ$XfJ z(5LHDGBZ{X#RhlIs0BU>f&_NFobvJGx8=xpknc$1LT794XEQx5ZlG$jeQWmKwkHmi zHttd%U$0yh!68O7yv|llLqk$Q0fUE!2LLKnb#Q) zwJ)JWuQ7J3yp7BR9q4%YhJr(<2v=dT9}-xwnRF>5-d+Y6Q(JH(RuiOG&|k36M@=P~ zy~szOj>r?VDHyOGDg4x1TeejN{0&~a?_WWwGswdjo&v}K@)806G@)PBGwWE6AU)Qe z-@kv4**b-_1D>xyF~nJOki|r+tTW{lNGLh)(*<}m2nZp?^qRiNRgGO|1G5=Iv$$dM z{_=ngf^bUS)`T-zH|QLo^-$zmH${L)Z@~-ZdSG#L$$WDuJ$ZBU>xYN8-jUDl&53{o zua#62vs~5cz5e^e5gq0zPrCwwVoPO4b7%s28?8K1FszbSc;C|IpbSY9+l{2m9#86u zRS)N6T0K&&^N;IxeAI4KL1VhCP*tm4oI7lJ?A+QWDn(>c5rN-J6=?wLF&T0nJQm=} z#+2qthn*CoB{QOt;vwArIDE0Zi@En}=TVYIP%DgEW($c}lJ3oqniUcwK zVrFA?JjYxq&Di+C7oj=15+kaDCJZUHrt)?xHtBK1+k&|4j3|VG@1%N)R7%UsC-+zT zYmK3(Ecy`jRyERx#0YtzX4+>lM@ejcSID)WM_#YMk=5O}rdpp~1OdzPN59FpaWfS??o)f*vlcC{UwGv8(! z$|_u(*N(j?U&$=zcaV1AN}oJdeuA-q*>+vhdXOns8)bg`!Uzc8u+{7DeB|;LNe84g zI{C*T6i950sF%M7r`n7mJB#)-Z=Uy0{v~SVk zOP$Y%uyMI?tKZ19z{C|~{^u$SA5Zge{{ALuPoFr#0)}Hdm8yvGXsbgMqBXwwEVJ_q zGtTenbJ5*4Wj}|FM}$;A&N^RS4JTwqOuqdmN3@zhs-ZBzNPWHWgZGb|3K|6HjZoBPh+Uoz-D z(uUvb&K%X1U#UI_TGG+e$hv9XMlIFXQ&}Hk?*~g$so5-{b-&dWmA@{{{p`cs$&GLJ zwPn@6pDgxvq@KlabX$%NinMIo=pIhqjOUqlk3JsYIbXEZENEm^UH{Df*B%Pt3yX$L!PRGhTd%Ze{n8MH0FC;WfFj|C7jPk9Ey%@1zvmvY;8u8ix-F_nINjl}g$4K$a5A|3s@te1~z zuJ1^Oot4l&8cUjQQmogjQ@^noH4tv8R*D7<+=mklSeP+42iBO!c#5rEJ)BGX#G9r6 zk#6>@e`Kg5qHEN1Zy_WNgqstE-&=1JCU8h6CY_SDY?N5*w^+X|GpK!LF&<>59Z?rG zy$Igcb72BhRp5-D)RB!*&3cXDD{M5uNXOjLpVH694wkV^p3@}gwB^WdCB3xLR$$nD zbvv90pLze8vSrS)d?fMZnNj@Fx$BR|hdpBx#N%_(&%8xZGB zY8jv5oH|ne659uuHnSbrwJy<{4no=K+nbZHH%D@@ujO=VE9Bv$0^~%0NIi447F&R~ z`ajCq$of`MEMVkTrTK0ZrzqKwFZyTygoL~tldP#KlP|`Ta#@UJ)Cfiz#ie0yVrItN z=&r?pINH9aW=K5(V>rO~pxNC);s+JVwjg(&esK4pJx=xg_*2ra~F9XCosKu=bjbWt6>S zWZNqiTG7=0N;g|&8lPfIwM7(}UmZr{TB+kV~Y1jPiw zC!N2PBLq~EubaPKxcV-*vij2P6XBZ}d}f*qgZc}p3c0g5hjGyTGdJI8&?on&5^tF%wc|%b8j2O zY#xM0PZDrNo@jv=`sWVquU`?G$Y;L)_jUjNOxMlo@;`sO&~>{f{p;WUv%LQGO9W@+ z+g0$d-+rU`Uxnyahy3e*{{QQu?9m{Qv9Z&%I{_Sk$DtDHDk_=bY^_=+^L}k38;4fg z7XVi^{&fCK5x8kgSjYvftp)&&9Onz_jmh1b041?*qFKwL?e1Jl{$uig4dY)QanXQ9 z*Z#>7;78z6vbnzgfjR-WK;k8xO&={B5o^;jsSr;cC;cGin zkclt zMcNnS=1RsM0(O{Zprp8ky0^|2bZFcig=2i=V&TXK+nJh;fRm@(+&LG!ZHBRjWo|8U zaO9dvzGQ6;0%>p z$FugL&}x2xw6((gd}%W?vnuAT2ojw3?-u{jV9-$}X~nw^jA1-ndHdmp#75_9306hOLqPIm>0f`k`+$oUYH>{<4~>py11JEO6Egxdzq(p29G{KVgboxn(mf8RPDn_Q z>GSz*U|`@oGK=&vJ!`lCw0PVX$kFq}rdst1H|o~sF(@$$4hKz;#sQuu5o zZl>bZ`v?vQNQb+CN=b6Q#EYFKrN@sSpAoCMBYlLy2Zei|5`pBexdPw*{1~xjVrSl_Jxzf)fz^8-y!NI`|5q*S@T>tlD96T08 z_*PO?1*XJZNMzL$kc@8H&V2<4JV_9l-2gf;3eXo(fEJSC(kzCx)(Liy4O$-nds2~+ z34PbGfU^4(7jUGavVjuHH(9`slnHvtE!%A z8N-69{+nsDvkTBiMRa5PR%?Dd)RHT|-jpsSB2pqhI?aCSd6bZUye_vZs5Duwt(CEU zJ6CX147YK-ShK&*)*~$+NbV1iZ|u=4udUUHRW~$*E95wlK@7g{8N>kD^|7DVevVlN zvJ}Ro=-GCAkMhl+U$Srt;yeDIG<0;5+1mX;>N~12ibG0C_(0T;3}v z&-s;H;#Y!=GV})igA-B4I$_*T(sSxn>5t^-`5^)}JW$mbPYr@+wg9g`V|+WY-@vRLw0NEdvI^AY zUI6zw-FHg>_55@81j-rdkBg^k8&s2@X=ES=!KLR%a~)yroU=zcz6%uBMP1!-cn?I zVj@qTmWn~M{boHodUL;@Z4%%=Y8@8EgnzdqmCwEbgrSh@^Q|LLswSX1qO%4yw71zPfzmD z#>ItuUfpQ6?iw(9tHLS6m5vT?rQ$$&%|S2yJeo8%M-<}y$*$F9gV@eQJMntQ4K_JA zS8#mX<1!hodxYs%;hQIZ8&+D#;h<_4s(d}oxeXG~aE5W0Igd3^nRa&NYdcl(-0*ro z>F6653=j=(=A1Nv6pPRKX!=CT+#xNCR>iYQEqRc{@B|Q~5^~^-6Zay4j4`1V;xHfH6*ymOtgqA#{(!JfAj0;P6 znM+6X`AS6=ZN+`1Z!S(IdMjCkA=#SIuXjInytsX7ex5{*Zd^fRBZy?SiiWznrHhOD z>gsCX!w2moDkY8CS}?TsZ;U^`t9)C#Z}bz_W`};_;0}9r7>^t7mdAi5=A~0x>*2a$ z!hI59-yX0iaYQzJyjKfegAXQ4CRlv!At}M+(_|k z89>wZMlSYx)7D0@5an5{U6WnlU=fB5d*aBvXp4oQ_^r#ZQ1dSjAgp^{s8wyRrWix6 z`0zSBMbSg_d3rXi#V3+_gSc&HD6O?}1NHVs{-aWVyl^m7^r&nk1QXE)n=xiGZf#e3 z+KH|@7fr{%1ohiIGpo{ulgNGuD5%`JMGoh;(J64MbJ`Z+kE<6c)EhqdJXYIFVOG<- zV3ZSKb%)_Ukj}^FI;^JYZbdpj{Ew>(e!;#beCeI91CiFi+uw+5b3LxvcGI@iB6lBE zl^OAg-i=@TWHrn8&zWKWIx|0#mh-%c&M=1B2L!N-BJbwA-uNB=G?#oQQu{{wD2`Nk z6k>mSrsBQ-cs@po7Z>>_mX<=L!1K3je7#Y#+Xf-xMo^z;OcW%QpI)MHW7BJ|C}oEuX*`N4Yccd z+f4jX#9WnmW|>Z-QFoNaBZotLzRxT&=QFV5_22HE-BGtIsGazq*fvO!$SBnwZ6tZ! zf9&x3hwJDjq3E2~1lxqbky#jRHT>Mc)4kgV{)qaoR~?iw*YnvM=9L)OdPzsqi;>;_R4?1>F08LE6p_rF|_{oU>Eqw_2zr=OV%NtVm$g~ zqO0w=ropLyHV${5+lV3XivhC(cj3)NbxUjx?E2U`@O>+n=Oz5pbmE~_KZWq5h__TU z#-E4vr%s(#>PAGM>mtauea zr{r#L%M}a+i5|-&BDOaNSgatY19I#+9UadBtPA)Ph8r&D7$-5nh6An+!2er4k_SqiHnQF6&N?s_~~iGqtF1=!g$V45mnPA5geS| zU#m(klRk74c%;!yx+W;*gX3{@&njdmzUM%QA*KR1S}wF9SK^DRpczAIq7YlXVcR@C zE+=C-dr{dQb?y;Br-70NgOMd@crDPerP|d}Z=Ws53rYTY@(5WoeV?74Qm{v}>gFBb zY2Y#^7CAgizuF!@AM^V)q?taKJ#R3Zk+(VW4tl#We>4Ou-`|A2+tSoj0&IPo8ykQ@ zJ{>rJITDl{+dX}zIi@43PFd@sWcA!4b`03{rr-9Yx#XxpODt8twjANcApdhuC08_I zU_2HU7s~;nnva75Yb0=eJ}@wV8YnjE`w;$w{-4%7(tr#AKMYJ17!$oo0P=7mk$(H^ z88F0w?q_6SNwA#_d`O6p_oMCgT=~`eWgTU_F*-Xfjdh2^CSts;MSRGi-bKar(#7o2 z4^fXek`!&hTQ$!W4aDFhR-{y|{k({)i%S7;3qcOFT(^gSAt5#vMXoS(_>7BCu8gU% z%v7kCKu#()xA$hn-N4Sv-uQ=nx2hl&p*^IPpaz$;798Wlb~P1qYCbJY3Fc!XBUu1> z1Cm8Fa*3AEu*W*B-i^TSWI#s@`?m6psysEf%aKGNiVFDZ&z?N#aYQAB@A-KP9%=U< zJQ$yyExx|?1=46~Wb_PVX4BSEheVkBRryI?N=iyzzcer?dqJI5RmCYui482Ld+$3g zU%#;jt4N+Uu5Ipf^Up&er8M|{J6*?;4$C)UFHoj;QN4KJ&o?4KGCAp6ry1)qsZgvz zwvW%BrPq43zgspM>DQ(Wb4A|*j=Z6t=RlZP@U1TT_yEi}yS;~j-Pk3-i`al7A0h$* z_W>scylQT|THJ7LqG;`~9u|+$mkpxMBUW;$4@h0fYBXNjsq1bPLb~Zmcm*96{2!9= zKaoMb|6T{;QaC8M#mvLUR}9?P_8267G84En0(Y4*Gbu<#ytSyPsK98cG2^LG#wZJ> zie&nnd5Zu&0A3cDRfQlm3;ZWgwyf&vS_?2=V2=fne)xvS;FdZ$KVJ?!)d8v12BXe&Zbx(|UR1AzxMhci2-~dP?HL}?%W^na;cM#96uCtS&!Z0=7 z6yc)N8&iR(Y%tQBo7MndV72%q(E9ajb%012C`3@4!S~&-Qq@*UO4Z1AE3sjA;rEcU zmOVPFPcK%wF$&(f0X6h49Cb zr;ka5iiJ zps1*{l;!n00=J-G(cqvWd`Z>UYXYPS$llY{l&;C7#ejf(u4xwk>#8!Ql!2dUo#*H0 zQH{~ytw1di81jP5%;({FEUJ={_oyIu{GFhcAQS+?LLs*z>q1QAf19IsWrs*H)6TfGPw) zDj8_HD_xlYoke$w<%o7n=jPJp=XOtQdShvU&~LaYG3- zUalr1F)~JgN_%d0_6&gaDK0FO0Rgm1II^BTvYqfzIJ5>RnCeUL;wKFtVM=EMZ1Z~JFXRM7i>;U4Je@4c6zd7d5nAzxYf zOzJHtA6l!&4DN&n)z#GE5}CEXyeLEX87WVj4Y-GXN^gp|tPe3nM)(LC{19UInBP4i zcTIWC{rk+jyh%aidUKo3UWA++6Tw0j1oS{Zr92S3J1bc7n@o_(s(Tpy)2^~1myhu@ zJxpb1hCQ{Cn^)w>vo5uX_E117Dvs%UJ+rf^C@tTX|JLe~v%cJp#NJJ4m-(!euVEQQ zCbg-$&Qc-sYjwOmYO}xIdbVB(?uP=}tvn23UQ2*V)HA%}o|>s8>vmnC5qlV8GpOpU zul<(FQy4fytMj_~S2qNsJFOqDS9D=p^P*0l#C)A@GdV`)zZFFNvrHp~0pK03V?pO3 zGM=hej5HV+Gejg6Jc8B=+RVC_%uwS*V~)b&(U@hfqQbrZN7h?FRoQOQ!hnD@C|v?d zcXuP*-64&1Nk~abclV~dQ;?8G8l)7E?nXl5fA)9I`R_gFjvj2c%E`&0kaDVML=AJT0im)w(2{E@D^J*_$eV4X zK-l!B>I~R)1f9LTMhWC~dFEO3HWZlG7NmZw6*!fZ)PGj>T2ODDwFcZNXiTPoDKs-40x-Ga9J< z?tI%UYW#fIi;8D#ie~l*`Lw}l4?4qtACnM>I5;iK%gR*k?W@2sIo#51b1JB8Z*T7n zTBO;<#dLqc#CXI|QgpPPh^L9m)sh@503@bM7Mz@3|5Yw3(pXaCq?S$WuWhp(D@RdA zEjQFmB7|1Tf&vL}0Jm>v*fu)+YPV@ChF2jGz8)F{Jc;dG?`J?5Sb&j^8jzGcYcZ(w zxc`P{e?l}zy82Po`0v9N%FU3~zm7wgfIX<#1~NTAUqUMIp|q*#sx-cF#>OUZ^@nIz zmG$MUv?ima!w)t8+=548=}!TwzCk4elGWhhzq*`JK7j6eH+f&Z2dYn{(NvZa@@Ks0 z08+iTv6&iW>8kAM=_yEw?q@_-j)Eg5ZP@Y-83t2RI-*f7ipxJcuNv$NWXe<}+e${* zm2oX{3hll+TPOUhZ;N%FE46qxGBZ)dusL{MlOc$!g$F_H+$UnZOHt z!=9d$O6>3f44@cZhL?g5eQs_JeA?>1zMXh1MwO!EtU(i40j9}vMbHzmsj<--@FMKn zLqiM0Np7CAKV)WA-57ZUM!y?tXBcdB_t`Ngjy;RX{^GbSEp^s>^yXkG@u`{mWT$zU zi$a0(^}_V#TbM;Vt$&HOIy*aSB47V&{ve;iI0fKwqxtYlP{#;`Jxq>W4Yi>iF_5f7 zfZkQM&2pmWoqp%Dm{4h@qMIifb=5~+8aBD7LlbZ?gI7hxe2GbSX+CqsKuBAc7#ScP zgn${X_ww=zDAmQ{&r$QbU;Ub@koLG7sbl)}w1SFrId=TwPwH&aKAEFYjfl5XMUGFK za?8^)_rt149^t<)GYsnk_Br33>=s0%)&sN{Y9)*!*q8*)hA*7 zH*aY43N1FT<^BARON98~D&nIk9ZlWl?S80HCkhPwq-*5$O0n0_-m#f_tsGzf=IIM9 z6VqG-E<>ZwtqYS;hYk>oO0tRD)osU^3e~hx$IF1*OLMu!5d@}sJUUM#0*hjFjAbJJ zL)z?g`7U`WDvE-0@J#oq>n^DCW)XLKw|f~?TaObA*HbNzL{|&pE;r9DER-fQXah1r zQ?J$Oo$6*8M_HPyG+QpQQuIOlQj23QV9vo+t}c*zBqMH_71_16?)%}{K|m~L%tidk z80989(62yc5{lB9hJR(v&sG6o1CS83l=B1fX^Xev3%Mizzc>YYPO~UrPH_cRm>E}L z;>Kluh57973B=oeeKW5cuck~z1+5FBZg6Tpqkx^%L8xEUD1?u}|h;RCA8iR!I;q@b3$Y1KLemIiFLbdjQcv z&4(V!F)=as8#y%S=vz|FWUrddV>l9;Cmc1596-60e4QgF7cHLu6RC`51mH3$xgy3Q zwYJ>h;3Cj9ynaWQK1mmK%u7s|oJ=@3_p!X<;&SOO5-F$ZRf@|PjKvG(1f zYL`oL{G?Z$AElb?3o_)Co93#^=>-w2*5-$=K-a}nAS)Peiy=el`ZR87HNjOjVKv*q zSrN*wt#+(;{OiQ81ymvw5<+U+f2gXA3NVd0%D4CKxQZJuW0`r=V$8QAHMiRFQ51@c zfV?BSvsMA~5!6TxUA5g>*0G`gs1Hy=fI@&u*po#GAVRQ)uWD;s0Y)%P^X?a;Qc{dp z*NdPEmoOUDk`|QHgO_r$W{#YEiLlmEQ_>&Gc^wy;`a=6H2jS5nN8(%MwU5$fg&OSI z*6|8@(EDJf?FEq`56`y%RR=+-WmP{;t=y-f(#pr~cwH2quLcEy_B&DmmmT4RDD2=2 z7La1Jv|)Tt$8RaiF%@jGMMPU(A(X7WNd#}SEclx@1`0XAcBVF%yBufHAu;^;samk_#f9)NRWAX;TXZP5XJzpWN6Zf}{7} z8_cmdUG$HDi%iVpFpGe1ppw*3`|oEv*qpsgF_RlQ?@dkmtA8ZgqMY41=m>+9>Z$j0 zt-N|5dBS7Ud0ys?uJoJgDz^ElRx5_zx^iAA^#f|hET-}a@dZCu%V9@pt#=%#noDYr z%4WGEc-#K|arWcl(A~1aOzS98OG()K`5i9(`{vnr*1nwfPUR3S!I0q~bgTv)K5X|h zQZ^X=`+(e!KN7lI@GwpSwB5#X&173NZV1L+Qsal%{h-x_^2fR)yd;FHD}9#f+eii= zS}uOk_HRx=G=CB)0MhsTq#uMOL2)khJa4j1o!)cvTfFhCzUk_k(4u!gG==Y4EiL|` zegvnSoGkUnHsX4ay;*9yS!yO`fW3KLS08ykf$!5gqP&zCjR%9XUHkKdTPI|=;7$*6Ys<~M+dEv z*8L;SQFt0(-dDP6s`_nCx3snC0*}5bJSIJj?p@0o({a*%9|vAN(8(z)$MW;@&#tUg z1N=R5(Q$vSAVoy*fs@tz;I!0Nd_G`?g-1Ptiu9@r$&51HU}o3OL9Uju0D&tfg~vjZ zXhiahq%#}dgQ3iUReyO)2wk^k`Vrl_C%vnSi2NbXqvzy>i=uj2 z_&|X9{!k@cT`QN_e7axm)FK1Bo=Wz|959=@1Ri^u06^u&Z~X52*A1Exc{iBQ{+l6_ z>*d7mM2&HgK((>%Zk&?*gp4@Z{eTu!yOuZcx%QNVYR+=AXsI;f5VpfnuIEX2g2}v6u!HK|+~>LpW`x5dxZYmW zJmqEsiR?K=mz!f_(Kl%ym@J}-Dy@b;&M_jySm4yUq9ecPDv|3d**DRG?E)OlOs}_c z!JCw&Wl~9Lt2~Ns9l&1@#maUHwS~#axzvdH1~Jf;89&|4FSWUrtbjZgXy-pe_Dn?- zw1!~%y43Dof$>T(&EH4Rq3my5fkaS@froblv&)~*zl1{2+j z+^Bg3hRt7S)4La@F{F=hp?%+m%p`8Lr(mGpfa_W!Q&v(uP>J`$d+Ccu4OHh3R(!2N zfd&J4X17upr5V750*esO2b`1xj*D8_Y1c;+xy8h|vzqwY)=hIE<9_0`F?cOx?CmEaww z?#$T8AER-9A~Y-WXPsA=nq7N;n@|Z#I!?5dI|!DYxRX*@a|7!K2WNw1Q0WMz4QS`D z{c@!s>ajXxXarR{8B@JW2JgPGsd)^PJPZdQHpHy#@_%1x&Bz4bh)mK%--$E21)kvtqb+E=*7UMr0XBN99yr`-v zd`{aSK|ytOwa=M9Bi<;Bd`ZzKSp8?d&5)@wsTpp1299#aQ_x%{o@m-Dy|K~nbk4<~ z@`!1fxjXVL`lUaeZj)nq|SIkzBw*KLy+G@Yu3(G{TnTf~>KEUV=d zMa3JKZH?A5Ze@h{q~O#l2;+CWnAiMDXL6n*gQr~}DmyeYEvY-la%!%du)zyG@!fzr zVdUf*pT9#l{~z?S?2`bt)Fht(4Yq%L3|My{@0GVIj4!QVI99~5}d;ppc9sT-tNP{u%WPMVy-Kth+dt-G(O_&(tq)M#_vc09{0L< zL{UmJrXs{oo9nTXo%ICJx;xgA{^C+ zYMZ?8XBvJ{X$CwVhCg|Btv$`}9x<-}Mx}6B%<1fGXTGz2|K4p%65j@ZZ6G9?aUtob z`_~8WI_B?iFirEd%g}FdTKVx%E?eDLuqFhIwXPSGgldZn6WnHQ(c7Oo4{*+ve~E@J z#{QqVou#f9T)-{Z1Qi9o0V)6xfqBAttQGt8WM0)LKm9OiMw3R6FEM0K@;pKd^v$i4voH6E|-2=143@mMNw9CTicchGF~&rZ{7K$ z7|~07iIn~}3J^_}pEssRvFkN1s7r=SjaCU4sad@?lK&==(j0x)AerUBl^q$Iwf z8)6Ll_b9M0{7(x9Y^^Q|6iQ~)JaP+igmb6UXP$nY^GTuNw}KLfi%e#y!Ija(mE_L3 z&rjrPAN}!9Qo+|(O!HV+jUC~ytAEPWQ~l|)uDMk;b}i5dlXq1_8ccA+NlTMl8;XLn zvb@~ei<4PeYGTP7H&PyxZz!*JYx26V1kLU)F!h~|z;*TSlg(Rbt*!tpB@`k6@B}6Y z@jG79Rb~nfoX5LqRo369WoC1>O+5;xUlstmL31mIenbc%W=g<3it|`E;$!oAPF1iK z-QFU$qCR$mAmOm4LotnVN)(^BkG*_?g>17+v_UgNV2$d26YQ_fmc$ah2%s zOK+f)xC9XfQhRQCYSnALj$z8fv$OsmrFwJ5b>meR`fCc`eDE3Suk~T%6+TxZW_w3t#Cg??SmR=yaw&&lICW1vi@+HQrp@ne=&ak z#aC}SP185K0&wO~nUOcJd!7CHvl1AL?jJTx6t`ig6<|bDU)@R@rBME=bGA_Bf|W@C z2s!8SgZo)7TSqm>j8GHNKoedt`LCg*Pfo9& z@~6Z@QYRt0lqRl}I^3~^2ul(W6;f0}GI#b}w!QfS2}T*u@0pM}S;>(oW}V!rm?J-` zb*o|(p3EjrcGHTled>a*MBWU-7wbbAOF(4+eT|}0DJQo>8Q?1(#q?L4U4Ddv-a3P* z{(Ys#R%R)(YxHdDSsBfdy755CEM4qo1_S>Xk@UvOtnDKE?RJ3Lvid^$jZNlLZl^$O z_22Rnzo(V1GldK*-4wxC!Yp1`I9PGqp+_F8@(mDuJC2ql15$5EmEBTQ_VXkYld@%G|crZfqvq|J%xSY%U{a-R2wJ2yCma zALkJe*YT6X+?eqn!aF`9f8~1_nP_3Kg4b^0Rz)6GOA|%0kOHv+Rj@)89zTQjXv-FeU(T zjNP_BUPxk6PY-DP_HP`05Pu%eD6eWrQC5vsR-M$k!^Mq)8-+k^mOt!i!pes`n}Es| zMhD~UAZ`-F2)PyD<0?rdOh92M?2QsfyW&c?BMMi8ePf0wM8iZqor;$uV}%}brBkVg zcM43KosXL4O?B^%o*#{YSRAyZb@wetCsXn+sK_^R02F zZN>*@Il9N1us;dR@CIKR6DGc1kDyyWjYn58R>+<&o*bEJtaim$q-Yo% z=i6iy|JTd$^Vqqhr z7`^WHOJV@u&5Fd^mHSZ=r3(#b&OydkFmC{zu4T*3x&Ky>JXY+5m}sLJ!`mVvJe22> zcKf+Dq9Jd}oW`rFnSuiw9plc>UGl{!usqeUXvIp?mToo4Rn!H(_AXwLsEOsl8xi21 z8p(To}9z+6ZA`DZl8ff*!_@uEJ* zAW3^P(xA0r7q+Rz>fbLev$n_3S;8?@nu}M2M;wgA=*)@kf}sdflZDr%vt&dP5TSMA zC&3b__!2Y)TPY_=@rfLM72or5uliY_fmqzA2B6l+Z)rioFsW`K}zffm(4V*#hDGxy=D?u(NEe?JG zL*naXjad!3_vPXv>ibz&x}_$(tc2%Gq0bWQx*78sMz^rZ)6f*DC9v-~R`E-%uN@c) zhtJCDDVydJmfpwKAqPneGM``Kfjh9lF#&{*^CNxt~$Y+Y*g(-L|r*EF8{_*BSL!f!isDzf9rCWJjW za{WvMq!BrM?v0JtMMN$zND(JF6=(kMmmKx%-g^VZFM$e5N@}XAJ$-%fTU**%e|LE@ zP3wj#YQByDJscr1apvRWW}!)*$kKxd60??dUTK*sqdhuZ4KIfU`le!x6-g*c!^xu~ zvZR?{9@{GweAL?Uzi4ccCh&=D@7O=i|uY;09}um#I-`%8cMyk}cSL z3YJ|pX|$fsZ6UajJMeZA9*pbgWL7SEb0)a(P_CF?o7Qg|(R3hAL_`G|BWS$k$8X02 zo<-xN+WTHi&Eet5Ilg~%K{qAv(Ao1M=olL>{ipZ?2E)EBWku>OueyLj>zA$5F$!jPnmd1_-Oo z=WgvaSurs}oI-MZqRqMcot~r@_4M0Q+jnWNGt4l_8g|Jto*rRGQ|}mUk#!p^(V;6S z9kCZu&j0!-49kHG8I1V`z%nxEpT`cwc-@3F!h4nx6gR`LJlwrzvQp%z`XfI= zO2EYad%*xkNtb}&`^k^*f5SDGoK!#*RE>$%jIq}h9v0BQnE->PpTKE~AFCFodbVvt zPN;?_Xl06o>}LDIyfaSZiRIw-`$sKoU+%mwtH69Gnluj}T;3rodC;g|%wbfo!L8^_Wm#Af_3j#l@ z^n_QA)io+or?t_F=UIP#-be|zztO`NQp5*OQ%8V>Cy}<PccM3WHO2Wiw`D+ z9~*;KJ%KU-9_3?sW`LN+4Q_UsC@jU!ai;xC+@Yla3(+QqvJX@hBfivvK@S_uZ~EI5 zw{kc=ZCHC0ulVRmhC`!azZf;)S!*B7zt_hLfeFTfrW`mfUt;ZBuH8AxrB@4UHskTJ9Sx@G;@?BA5z+~Z(BU$dzvkHVDq^ZAym3|9b zoc5Xj1*M|wNKz6pMKf&jR>a78oCOnwBqlgBlrYk8A};(ZsizSI{_s~CZ>j5(o&!ZL z2Or-s)c5qn?0tq-hL7+B)JC`)_`r!7cgcF>hU~B?o%t&k6@KL|ELKzUFo!+GMZ3j& z_}U*}72nl;{OjTc59OSeOc9})O-PcmyQVJfr-;X#sOL~9k>?oC;LJQOllZHRHw=|| zp6Y^gf#N_LftUL-D{EE%`Ll1-qk7_?A_9|+L1$*aH;P}rQ&Uqz{j~v;EH+}D%^i>D zmRn0e*rij~4yjYBuOG{078Wt8wV4=XUie+si?*1=sA47=a)uphBK>nK*gj{O-r-Y- z_~h1t8y|O>N`3WiL;J3}gY1e?ij^R%^~4~-CH}d+gjkp3%!$5+K1GGutFaHPbK!3j z#*vgRGtn?Ihvfb2>Ck=}N}lK${U}w<*E@R9q5Smwdj#T;2>(lU5Q%a!Xh8FEV9a8N@fSR8&MXE|>m> z43|16O(Dm>vH@P4HLxGaz(uj932ig-LP-~hN4`g<2BZF~=_Nee37^v-vcjq=`%fnlGk9A5{vyC@lr<zV3<+-;fQDaaN054dW2ntcKlG7l>D@) zTRkuk2Z#CH{N5rm9Jxv$B#=?mGyhgLo}H3QOC|_=(gdLuqmc>O#vY^O8*y9j{i`qJ zIEMn}4fR}k?y^wd!k~8q9e^zD2zH&}wC9$igDRr|lTYhC={NL_z2OwLS3|8HL~?%R z@8dtfb!NuNI%iVy;{Jx(c+eFBS;4Swe71iWQ0Vm=@&pN}d>4lu7)Ws%+>Jfutp=N5 zJ%Aff2HD_8F(~`YAge~7z@G7~0w7N+-55+!YR=sYM(+r28?Un~BPAj`d71?*mU`yn zx_YMW3xo#=S7V0lb11<190JV{0D6b-w*(n~yw3z<@r^t`fkVpquIX^MRm>xot4aUi z@TK!`#+Iz!IEs5>f=6>& zzl8=)ga%3%QMI)(4hC4&vyhpc2in%%zKlY|W3j5-Q=+V@R@RlP^V94e0e&RUsC^$$ zvEkI^Sb0s^c}>++@j^K1M+BjJV_-+~<}^$s%7$5K2LasN*SR&9r|Weu)|-b{AAU5Y z4d}BJs^c|yt*JY1B(D0U`}$%-@xpdV?nfFX&G1p7{~Inqzdu4(_~+)v0*TXL9)CW< zP@`~?C&b3Qd&EXa%G9Kzp{h+|qwhxzvlbF)W|O%=7-kY`2#XLg;MrZDq-@Wa_2`Eo zhR*g$z)BMFCG#DDNH3t7Lh#D0-{1stQrjrR zpf2Q_{>(#R#222|!Y8*0e#$Jqb^Uvn{23aA|Ceb~ytdnX4|`imW6DE_gRv!1$dcg7ZM=!>JJdl%}j-Tj(7 zksqdOI3?&6WJl2GIH-^%ejD{N&&r7@p|DSrV-qQag6x#xx7Hm>pAf~QGRy@N9VW!` ztm~hp3zY-84H59~ zotm2ZlvLaDjiRBOq7t0zTk_ykn)vR!sN&Syuycgs2xf^`3z)aX3g6LUV`GcrARZky%cHy@6rcL> z68wxQfvQzZOvh+EYN#NtJZWwPwxp^0LG4C!|DRxqM|KaTix3m#pZVXK+S=FZs&{AB zf@ha?+atJ15mN6v+J(jr-Dnb?d8JxZPoT`ddB>2_^tNaG)4RkRVb_(O@e9R5bR&BY z&}q~|n4p&QX~n}r*FOsco&i|SnZ|s|)3pn;*5zx$H2OX<)$47lvgFV0FS&liWPg9i zyIq#tetZ7mbn@v@DWUq2K>ELMEvMoa)(4Dp{kOm%pLq2K5mV?A3nax3aw#h$Xio;&72s1HZ4+FQ=Y)6|3Xa* z4_Cr7f6aQSm|+8J91Es47{ayH@OtY-3uIX~4>MBfohyoMJF79RWG9MFxlamKoM6qV z2>bv^Pb*VeEjoJ&xnrOsk~nNAoIZU5Mbh7dPza=&R+hH^y^j_{E?gk?$a-NdL3gil z->RW8k`ZNS0gn9J?hKSzZRvGa;qkJL{w5StHYbwP4tcUn8~PuPXrDl|rxEn@>$CuT|hwOt5g9mgtv!`KfW)idf+(6(y(9Y-%Oa zmb~~?Sn<;SK^jdaAx-!qwmq_|+l7wm??NkM@ohf9>1Bw&uaLkXaZZz&sQFy^Wumtk zM?O>HmG7l$3bUb{m)9*^?x$iKp!b9~aq82V#0s#X*J8P_DUXGVQ0qaS*!G;V+=L*U z6;*IbX!QxE@CyIY4a?$$r?HDnY#t79{ANSDTm?pmrxq~L{9f<_!=@b5rt-_BlJd^W%bfZlTzKu8t3?pm z1v~Rq;co*$j|i4_K=b|_Q}~8_Lhu3&=x1H| z9SA~wz(8{wIHALcB8gd8PywN@;N#5(^vh>oJ$HS1_3=+s|2^1H-2_Wa=H}+`0UGp@ z{MnX3gKq~yE1)TR(2SneYJn%RfM#n@#XJw|1_?+=;K?&_Ne(y(8NgJU@+FV~JuA0` z^dcLJTP^+8@!p0J{hm}Q z{cZ!X#1ye0Ml{8M_r=jqdpSunvFVh=#w~GEwK|ks%@JwXjSET7p(diCE zrm!Bg2uHF0jPTZi-1V;ttHxCI3X;xeblP8O>*W>C5@bW{mw$qdQIN*6J&jpu6G@2# z2i=(jb7K`0z@=Sg8MHzsIdB;Co-L)k4KaRxf${v}IPh1jsH#;6C!et52hm=^mQ!Q6 zjpCj(8-)|$Y;FX?Z)w_MV%!Mpp}d;cZzYphO5hT+ZBYJ3em1#p=y8 z4iC!)AfUr8q^vKYzp{`GQFH3Bo{9IMD-CInEhQe_FN4g@Oo!&p)a`y?9Efh5h{hwq=p< zgO%B(cSA@oftoncbbQ?ZCM2h4Y8nh7mMSKdnCma%ATqD#Tpt!J}d=kP>q29Vdd`+w0Gwl`asK zu6!1sVGhENK|34DNhE;#`WRoq=3XZNBTv8Kb8yXlQRmp%$AXD=I%XAf>c3LGYWzP1 zYQ{+ZIc&AlI|3Kb$1Q>a&iWy9UOwxifW7 zV0q7lA0A|b`Fw)L=>a8D!kFdlpO&t%+{eA#b7)b5`t?C~q-)w90G~s4HyH*@2j2mc zULRm1zZFXC(0w8JcxC*Q%;I+zDR?!j?sFDtyb1m9c$+)DoPu{&9q))W#;O};Z zs7wH#7im}5iy~5u89Y@icxWcZ+U`_=4D#RD1+>_VNEhR(vEOb;P~xL*{a)ZKE5Ec( ze2FC2a&VB(b{{Q3Y_xEdov=|Mlqtvw7Bw>oYcrVK>g~1bHk@RL1}8klm|x>xw{$vP zGJvTrcz-XFj0hBNt>0%&@ZjhOa>TFSndcNabl+*h79;yUTq^T{7rOjKz+%-V@JYzr(0#wu zt0t!y29p#R!xxNTFYi337dvvk+pn!WWvR>@>i=oJmyM#0ExE*jp4M%e-HYva0-F`a z8$!9M^{`6jJI?16JH|6SI9@a;h{ygOlqi^rr$0qO?Gr@?3YqF;^vcu&T%mCoM@j26>9U0~u>rM9R zEootr53u#v38%?fOSj7T-Ms9;u-6LSg3ku=D$E*>-v-akHcuCyuP%G~CaUob9M~d) z#(w+;smw(FH(~xVzP=B9gEwEg{t5t%Yxv+l^^Vc_D+$b?^Ucp4;la&KO5?lf)Egkf z=?A&#H6FPBLA)-TNKp6I>P~MK z>)RnR@~_h{V9-olM0vA%;V4*>O+(IgihSPlH4xkO1RMts*A@1Neiua+d#%DaCSNWj zn_MD;5aC%`ixUhN5o$8~0__W;A#zZZ?-{9CGFDbpW>%DRKhl|~s&>+>(l6=c8d_8w zXB=no3}mrSm~Ql8zP4(ESV;%ohRnr2ZLb7m!Y7&vGj3qj+i;H71wG;fH@p%PbGn?4S|eZ>HPLC z9ACN>VSyKFmaQ?Ha!g0nyD?^`NMkJ^Eyw)AodU>6I4v*OF)^8ngNE5NKCQ;Z+*qbv zjCu~_a1F?sI~%0 zYT76YAqKx0JpI_kEI*0MRL9xL;pwcub^U_r)@O&&&VBn*pHcHU#X+R7y-|SgiUps3 ze2mz*Dvliz8d7wr!m5hN^EJdcMwAg$EL33 zr>(_n4HT+lyDC9_7cZY&O@fZ(3{sI4t`|PYDD}enPYZ#5@=4( zkGSmr3H6zw2=FB>!cV3#O|a$h>@zsU?Z}9p*~xxljG5JebyVI0vPiOp94EeY9gfgo zyCNO+%SDw_*-{SMj^VU*jSy4bA_95Qv-{#_;B8K_Q|kybmZGh76<&a~MG_BY!Dc?} zK)+?kYBMb=RfS-#7E7L5`JR#r%%{MqZu6lQ&@~S9%AYiH@y+d({Xkg&Ox&?dweHD` zueeL)wKyq(9KKx7x>oX6uRG&n4d#0p2BmL} zYc5>?raZfOI&;_`wK8h>ADYa@QHUSODMX;t>)`liS`ICsH!U=Un!~(Gr3v^K)qoT?K_CBN&`WI;|?? z((0H9BKEI&zJdcPzkAiELik~_dJ7F((ZYARap}#QE_FgD_NMiaF9*Xov>ax1_cT|y6IU*a`_jgl!jh3^Ac@a59T*PLbC=AJg@uv#}Mb}Xo`yYP$XDj z^05wVHTs3J&nFvsN=tIQBftdf_11bQ44{_Ulcz2YomPHZJ3mfDw^HbmUg&Il>!>Sx z2$Ca*A2iI|s8&?Oa#8Fln8Va1 zyZ}v@(QqH3ZuhS?E9!+@kGc?3$?sO*=yOv&h&>;FPE`0$7BGkyqtFGK+Nf)!d6Vxj>mcQ=ptQ0jf8&C1S%uj)@NBCvI_Fd(i&sy4gPaPko2*i%t zjpK(ac4~|*M;yPG^oV}#TIa0{o9N7orA<<$ZFkIVorBduqyLtccbi#-z(j6|a{lfIM*^ae+PU0Wna4^Do4Kos3Tac&Plh%Sv+S zZx^imMcdzf3q>`eNtTj&IJ27mJ{3~&8d$n;+Pp-u9t-)&zdMtanq`=iuVS8%FkByJ zC!P>1D=7UU10^56nuc~XO(Qy8Louy!lZweJ_PDhtM=mm+4<2qDk03BV&4iZQ{bP|% zLh4UWA{9JZ?h3f&w~)(c^!@a>xCEG+JHpvD6{odmGRi1Y(%aXtrWXluniU0u&{35S zu-fY7#4pLyo533aeXJ+Yf5Y;6x}Ax`gyt`_4h(X>>*leUm|%gAW2HPWmDKyi;ksUG zGx>Xo#Dg)A59bNBs5CAiLsX4aj$T4GJ&Cf&v^l+s+~hkapH1fF!jJDEb`1n|3Vz8E zGrP|_-e?!X^?w<4IUMibZSP}7E_!h|++W%#Ud}We@go5ALim|cN(8hB091g40}!O~ zI!be9B?Gu6%Tm7Fbm1FOj|jiKN6k`0mV8}}goDaG$mk)&O@;Egtars8IhC!Vv5TTv z?PnZA{XnF6mYS$z@}{S~#=Xc1krwP8L7`cMnR`UNpn*F(J>1vgHFZ)M@V+RlZuF;K zxH{q5(R+egn1-Y{@C`LLQM^_Nd*??4qXk`m1}-dVw(DZFzSG+0F|Gq2u#fQdy7S~L zT-it5198&GLs{g3^Bn=mNS&NFUUKCHf&)Xc5SRhDAp1S|oc2@i(z&yRtf=h>=4Dgc z>Fhf7LYgB z0iLf(g<_sPdv^0R*8afMTv6W+s6Ez8jy&@>Q<~g;PRj?tNQb8pB&|OAt$Pb!V(Q60UBAV8YwML{Z1yyn^qAtGJ9~ z3=TwBHpAKa_qma>Qsr<`6>!ue61{|0B9hFoX2}#nOjr}BOWuY=&zY9a6Ph~)>9m~+ zze8x=tr?GC7>G}%vU-i<{PZ0$Lx!bApu)T2exW8WQ<^6r&|(@wPgBT67=pwvpt!B> z`{4u98c_DF19LR#@2)&9iXS_n4)B9y{(^VygQiaAXMqeADF}rxBLZ;_hx*c8=P@XB z@vi~0vl3TL8UC84*kzHzsf|=ricF>GCnJHSh9CT01EWIahWciEZ#j@OkO_gU-%V_O zyFYI__}di@}IPb&(3vA9J&gn%B}2_A*v2 zA!Of=gukh%(4wrf^$!hw#(=Y4f_o`m3vAGVuXtH`+)RJ^g{mQ8Ck9bRA8Dzw{%@&} za~Nro$kdm|QTLuUnANlct?Lor}ze)7C;A#N@HgkL^A& z4KGCb^Zepxwe8-iGfik@MFVlj~WD;dmDS zwZ8g?3<8oDqn!#HSNHu{IuKGGrKZXgp!VZcaek|1cI-j7r%5eWc3*D3T-Vf}5(ya6 z>akI0tAQOOHMwJj9lFGbZWR*ih!2-tg_g81a35M|D^;es-#f_{ch8jZKKt|fd2AVwERi$nH`^HvPH|Sb#UAnvgVYI-4Ef|Yp?TL?__DH6{;cTBj|+Se`yEHW zsh*ENX6wp@-P^*7{s+u;!tRoH;~s7fC(anN=+>JL9Ax`0f}kpS6u7L19%~R%4VAMQ zyJmw8n?1HHp_JPwdlwfFBql-c{u`4Q+v@+E~t6KoI{Y+G=awy%wF^{$S3UP*sm z)qK9+0!Xq~l*|)*S<)0}at!-yIZvW7CoFn`B_0uljS#M})=*@3T|Ica>j}$@2U;7zC z-?Zo?#%s+EL+G?xg^AY@vdS{E8x=kbl7`CBc6by)`Z2A~fD{8uI{TxS z3GKj3)*KauK5}ezb5h!l58jB~NpbX|idvI`%m6?EHp_5N5ZpZs&d<39cl^oWCuj_* zQ3GvJg>5%pIZK?q=jJv$+Y={5Wg2)EBqy(?PPIpt@%QA@j)WkdyYci2$z{jQcAeXv z8hCQ(QkEe(@c6r0<34E6Zf4VYmf;(c^wo~Mqi zv_l=*gg3)3nkXvy21BgH$)M-kAl^)eyI7PZ4oBE_sqvi=N9zUMq^vza1yb)U)Q>TLksTtDWA zoI6vE-IU@>)}E$v8NLK@T3$iEmLqc>4IJ6U1k)EWq}d-~?G&rb$Cfy5!ckPzEL&`!1-`a9BKCnrS_pgOZQ ztPy3L(r<+h+p1Pqyz45>KjEls-o~eGo(>R+p!$?{*}|{aUfza76V=IrT~hTel2e8i z1hQhk@AqyQ^I@@(d9_Lw+V#%+G${<{raGFccU@hpKdZRr{>2LX<(yiDjE~&dE_}i? z@e)5(>s~+NQ(5oY`Rx6%{K#(D*5Aj#Xjy#&ZzG=zUQ)T3wu?0F;?@`lgt7ghOdbtx zRu`6sx?rB|`LDJR7(h&4TS2h8oz%|0x6jkSJ1waYlGsIUx7nf^&3e5@l$1D?d#$Hl z9plx<%#QDYM+zpY;@zQh!pFB|4UutbKmk$gKO`zQ9P59-G4B>XgEyh?u7nn7(!RVl z{AqeSbblnS*gIV9RE}Ed-GEccdb|0n!2q$Dwf3eL#pLBtf%^dX%UOJ^Pw*g6Gq_-$1p+^e z)~Cn6u>S-h(umy3f)%aL{{&r~gJ{HbM?lss{7E;YK{q?|`}KG@@fZ~z9=_*a;!!uh zU97`+4h@QiI&A_jfSLxr=D3!Sh_O?rqgbo{Rw}pMJ49oW?RTv`s~9)$^%+ZxghTnL ztC{_$q^hAeo|1i@29(35rw++G%*hsf!iY}nmZ#=HV>R!Y-V643`o7|cg`f38p~HFB zB>a(k`{pWIH-_mN$i0~BIq2FWj2}PzETtPi`l@YS z015m05(rcoa<4pL4hf@Qe6M}86~Z~-o02Mt@G?w*G0?;zWD*w_P;PL+0br-p`R`H7 z0aiD0Tn_dGRncaC*eg>I94G!_36rmsPtb9@w;l%!0ofFxN`P&7)O{ozP+}bDCe$os z1z}mJ4E&7nO8i5!_0fy0FW?+9=^wl3v+zjox_KgcLRyvBj?? zTwo$R|G=!?(JJ^BMdvpHXc;bqjY@1UMm3@!0rc`Nwvs89ADvMTXWm`%(7np^&#(Kl z4cY1E!Q{#{nes~Ed~2Ibu}UctRxP_zQ3vNhKl%=7w_dS%qW;VEE&aE+Wp*z+lRSm9 z-uJ_BoHS_-*yHn{HlJpt2##^t7@o+Hmk8P*$WEJ*0+o^v?`-2e^hF8srAf4*xqWNkPpHDNjhxc6vdW}9`FyyrZP_S zQV(sTc$mY&*)LhJ;qjxfWJ;)4)zjNqRXH)krowVlzfXa`*|6!}0m%SJW%VKj?R=zw z=lg``Mu%`~Pib;P4ObT5M@cgSt0^ zNY_9p>=L|L3xa;_7<>gwsK@OG%#V*JPdT1~F$Xzxp@RN)!1pkflY8EMg6}K02Y`fv zz~vPsx)EQxWm4gf>ZO=&mB)pa8A{U#1^p^uqrP_)nRP`UZbykNk|m=chv9eP zB{!gt>yX~k71yxK2UK*=ic6w7(!4@2C+;{7>y~LkV)UyAbl9&C{P?aYLxq&-8u4cK zl0>15DIQ;vJ|dFsUVB2O-pzJ;{?-*#Y21dm@-rVs8W4|Y3<+pnQmmdej+x|Nf^|e$ zZcTic-6Jjn;!OQ_2JCc;p6&tfy1^=P8~CW)k=D@VCc<~T!JLlI`;s<4*f)&io)6JP z&VnGq_J9wZ$EwArbAUh1>m5QCm)C>OV59n+o zc+3lZM)4ml!0TXcrRSw+W`6zx3IId;<#c-OdYz4#nV7%?_`LI*@Ez0wi(@Eav3T3Y zhRf!EJD8FOaVD+OJDlQsR~m}MhmZE)jx}fk@U`WbDPo;u;joo7Y4rx-kXZK2J6AnW;t`tKF2VYpr~L54oC4y)ha;bCP*Z& zuFg4TaBBPiW9utp>WbDj4-_a4#oda#yGtqV?oyoM4#i!ITe0Hq?(W*+?q1ww_PLXp z%y%;hJ2`(yNH}Y+_kDD`f|rU&z!Sr7ODREl-a-aXY@0zrm+jev)6(gV z>IF@x8;a5-qGusjCXC(iURlCUZTLwA2FX&y33Zl0-07P<>=*h#r8xliNMnbxoFmcP zUGNl$8K_R$6j%b&Q@=|1tIROh)>rq>>)DU!c>&>jxfQ}<=YnD7$N~u}Vl3XD1!TG{HE~730A_ez>23=#o@s+Pk0~GoJhKJ3XAtG?iCRMg~Jm0_e z1OP5G(kc)#1(NCJ4DN4l9VR#ybT2%ClYremF`$_|;MVo5_v7BpHwDOF_XFb55=Kld zzJK2bLI<|MR1jD>;}3}aR~F5HeTPWL!-JU zb%%CI>z7(jIlq%H8E~$JgvfH-!*zn*T#Dt?*P43gMskF$2$5@KA(7j9=FlK=dw$Dl zeY4q3nsqJ$MJ#cN6!-yq7h!|CDNPCP*T>E?xY0S7l5#0ByG>6>wkSsW=6G*iR{c+` z`b1>d?tLuZgnh-j?d7`FK5nbZX#;TEO6meh7kIbyi zz9^*cc^N~4!8N~IgOr+z>P(oifgV20_ZA`QB?={SV6oo z%cixF*Iw4?5oHUWz;}-yu4|H@e zVQYcPy1KIlU8^-l+G0SKvXo~TW&`d>gi&Bdodgjb*YJeX_u*8S*pz{m#!Uy8o}!7{ zlDZGBrrU^9wIBX@FRHYuhdRCm4+2sY;3j#(9jXu_W39E|vL zxz!-9N4_8>ik;xFKaut`IqI$KCVrd62m+K!9vpnnNLRCl8jO=GDjv(pL5R_*rjAZN zr%<6WOZ~dprSP%f40`Xox@-!pHbmdWdOB^O>=I-`(LT?CC}Hh%^W^M1Ns(Dl-9Cd% z-9%0_P1NT8$!ky5EoLjRbyr@_i6uUuqKqP(tUd-Fj|xi7<16)7z*6#x%3Vk2DNhN^;qcwaFQ#24W9O$dE#QU- z{OsgATzlULG*uoF>p-7JH^=(r=r<Ls{ZUp;w%mthq zUw8i^WWmozf+VoOu0)xq$CM6byaSjsGc&ikXXYy+UlEfkg)kI7*u0m zdhGU#@3>03ZCT_Orj_-?Dm2ZH9Ae(~7jHRLe7>T#fjt&6u2- zleRl(C86WJNfucMB$K#>{f(XEvK%Fq>3e%#)kl62fwmn6I2N9`<=GWhfgtzAJ6$)g zzx4|nfP7!*d1(rCc*J&~hN=ob6wV8gNP*cI006B=_IJ;Y!MjhU{*+Yd@A8_IEAi*h zZ6MVU(u^x2+aKJo9l43y7Qc2?_g*4Iv1ivQBGRMs@<2^y@W7X5M~@te1D&S<{}yg# zTW<*xlX_h**~D(Lpsv}T54&jm@SnO75nl{Ku6N~mW zxqKC?5T{-I70t3RkolQBV=6rZg$Ij?YBin@0{9b}zQO0`lkHG9R>qH0M3P|CN5gVv zV)Qdr6A{bP>T5BMOx4WvC~DQ`RKig-sy<++{dOB5OrP}tL>j-LLq{TC<*k416 z4)58qWbj<>EC51oyKPEn{hTu6g*fktzN!>qU*(eVdkbyB2@$@VnxJ%f2uw~x$!)71eYpe;fE1QwxNJ&W#uRMu?S__F8j-S*1;$G1E{}8eqc2^5QXlZ za4$Yr-(VUc==;KC4)HMEw{ldxmcy#FGF>@O`}WG$c$rr8@o`u~!O7k0!w5$@yv2WA zs&=+dReep};3|M1RPW6X#9%d&!L{q9dnSMcXBHGtfaSE;ZocgEoesC=as2q2HqZEATGx^+*{eY#;W?%u}VI5!!C$3bRq5j4yS%_+$E&?(A zl&=*IqIZ8=+57XRg&}}rKAFkNox|^W`NcWfmeR*#L_zLRcSIaxJAMW^w#1AW z>JO9ljX`6vL3OoQ&30-rBkA!~SScF0UUl!`+pbBmEF_0sppx@fY}wi1TNP~oT>G7P zUFmqa;BgKp40NkLHgs*~`SThdZg~ZL$4;xWm2(4RdklJG=FUk+8`=S}Qekw`tf0?M zaJpKSMQQ`KE{qJ}am+z%MfChtSHj}76idE3>}R<^HL}6`t-->YRs%6y*1;vP%;Ij` zYiY9L5Ik<_Uj0#(x;wiG<57$cIH;9M=7g1PT!i?jBC#Dp1{Fg=Fgb9V(OOz4I`WGm z_6HMuKCNN9xoHnj-3-HJ+h zIrmP3tI2B^U|Q>FA$w1cNZ@J`^f8)eebjb|7lTeA)bBo{!4~TlKDwoWDXz;y|2bwS zSe_h47X(OKoQpK&ya)kTDOg60;3xALOQgAF$b4Ms^f;DR%Yd2(zjA=fs^<5FWnMcc zvD6?=m|7?GojU{yhBP;PEz3Y1A9;Zs)E$1E{ZO%pT#K;Opil2ULG7s6F2U)g72Y)^ zN;aGOj||fv=zX&h$fny7>G3%WD4gvEb;%>uwzDUpt3T;4WjRN_RDFs$*r{LSDV>X$ zFN`Z$nh^R2le;`)5R(ir`F01+C+{u2Dhd4Dw1+1+cWzKR89fS?z$E>Rt&`SJf~r8`SB5hyd$gI zW^@ctDMJj%r&r(&1>7~1^_Fj0mGJ(Yaga9VVPh?Q`Hy(jwG8EeVaJVleKKK)3dex< z>fQT*%=aRp&F+@;zrc6PCO<}~W@x}41A3Sa6;z!$1CF9^3eeMVtqTO$&25|j^X|@) zdG=o0#w#PRB5whL0=>&yu!K;z)fvuDlGw+2?%6q}T~FR@KUvyL z=Sa)2)cHBTkP;r&ls|9>!GU$5flW3wevO0iR|$1H9>`og%II5-q{nLLRFeCl{p_ak zsG*Mj)y~|4V0H;S?$J$Z8A9<$`e`%9Z;#2rRzVD`>rb{aGm=hNMpdWE?wTR0lxeV!rd@c|~* z<7P(E1y%I<=OqBj{(5}$kY>yzs$RMYi$$VoT@h<^`3MU!=HKJgLLTfA;f#p!oWQuU zqqMLn(YKlA97W-@XR@pu@qr@Nr@&f5>9duJ! z*&Jt8>uNE@9x#kx^)0wQTIE{MV?)w2*mY`>{))u9jB&G?$*H)Vo_ zZtw|>s6G2uTzvd@pXxX!;xlwtx=HYPabZ6uJj79MNl;X#w;m4JXg`=-| z|8;0PD2_z^bT*~qwgxw!wE>AcsJeXOy&3GkW*Jg5!mR|Kwf|?g#*CLa>VXp(Xp7$Mtm4-*%uFZ)Y2hK$aKaYOZ>Js(S1b zdJzK&KJ=i}Ivq^PZMfM|6kq^3qiEnDrVD-)+}`Q9kq6ChDj<5DnHBumdB#tWkZ=cV zEFq3}f04tJ6>X~S7S;ERlHEMuGU~W*XtJ}(d|hU6WpEG+5j_#&CCviMHq0v-4fE%I z$Hmo8YOeBSl4-S{%k>6D9_scVY6gX@YCk@z!9kD5s}Q8c5r-__s6C5C|aW{$;f4B_azd=XJQ*ehU(OYe@H` zL4=aH`}8eerkYNh-A1M=-#kFv zWAH1}F5k;)JJdSe!hw#^oS9%-v7t)vc~?d?{mL28=9`BTBc-3Hsl@fT(1a7|qXME^ zQoA!{j2MS3M?_`R?G1HVR&#J{)G_EzEq=*$ySd4n6SEi7!LKJVv7Dy0r$#9;H{#r( z2B14+q$}1=pe&|1KmNFD(Cc*N77X$8R#GgkhCTN@GQDB5v9$D%8_KoB`%2^SbX4R4 z#N7bjXLfEUqw4`3z9&elQjDyi-z~eXYi(62oTBG4*d>fr6XwR8OdHLdRXvIkYn4-H z5-6e6L|&Z|j)i(PN(@-yYmIKQ2(I!7^c0HJFP##r0&JVBy0WFSg2AC7Qv3^n0@=H{ z5P_e4;!Dya&S?YXBF@+%>QPX3^|Is!6i-&C+KueVad&zG#c=O{@0=2DefDT`C&lz~3Y92n$v}jLnRhA-K2u|1}? z9w@ZwU;nn#AL?TK!Gsq0@io@Kw3n49J?dvkzM?4XkGQD0YF!dr={s^=c}zNALOeO> zi{c9Pe3f|JA9Yk(_702NlRkpr({R7)gaY738LOd%mKx0>!@iG23DnSC&eaKhEBL@& z-Lc1C+Y~H$SATIaEDYJ(`_{|c?%56&O&%Q|Yr8xHJ?5Qv4ORb9sI!?*+5;8@6*V=964l=O-!Yls zyJ0f>bt&8SX|X;D3k%ErYJ>`xhzN!xA-oWfOX7!;1cixi33QNZq&vhMFie^nCytIl ze~_?SHkWLORGBPMFmcSpVIbQTpq)x0IC7S?XZbd(m-w=%s|w0d9A}5oJ-?_H6B){v zn`;ktppf_$95x9ZmBnMRs{7ze7etXeDxun<)YE+~r8**-Wh;r)IL)z@OPhI zwvt|GJTw`%pG@uN3e+*KzrWp|$d@n2B5vG2ruaT$gT7G7v1X(O)UZfMT7UI*^Ro=7 z+H@D33~SQ2P^%Fja;f8j#t7d0Sc0>2H!4%DO5IYmIg2YkmFpqtkf*|` zJDpJIX+XG7;8g~=FISc%-yV%)aA(YtUCi*?cDn(J4a zE2A=DmqH_XtgaNsag-V8=&xuhwZF55|JKuFvn0Y{=UF1fwNS@rG@teR?Gqo$n0oUF zvAgxLWU*BOC6Fa!P_cI9wuMS>_c7CO(BPRs3aSX+;k<%&c8!RY$7IVh!@yjOrkUNi z&MkBb2u&CQ44`84>W_&Z<#Z;-#}Pq~NR*JUxfbQI`UugUCtWbdj^4&FyNErhdLH+W zPjm}jRo7Jwn4-22r7{7|aKLDOB+~nl3RDw*LbRX?c#xLjVrd*%hRHF~pvrm4MY@&I zlH(%~Dk6@JRZstPSWFWIwfnYoUpDuRG9U3k+Der`cq*&!0El+#yt{UI}I zI9_)Y^XS|NlZjtmop;MCGe%i=O)7^JZ};Om<7K((bs0PjXz$K#;O}nB#thc?g>Ez* zs1r}>%mW`ni;heMRS!T*Wy98) z(Cd-H2b;%Ko`5a*TUSdB2qr?Q#y%%uD%V!Htfaz24dw_+PSDH4-7|1IJ zOVVEk?OtF8)!SgLgN%lOj?yW>4J3yO6-0_?XACc_*I}yTD_lxoHR=vilwv&Irjd*+ zVa{sk7A=#v3hfIQh|Zm_$S?lWy`}87odHJ{zaE<+6uS}=B+CUIQBA^umi=ZeM&phr9cE9KhBJ#(F#8>!EWdR0sy|P7JA~gilVjJ6-?#Zq2fr zHE{UWMZax2FySA9g?WLj)(vsxzj^iv?Wu3gC3~a+gqAiVkOSzMKfpsApP6QWo1dTiSk{=Av3;ajF0b7wWEdutA+I zjh@8QOI&t-G9Fs7XIyYtX%=~o-`0#J?-H3iePky%L*QX2!2IxsQ3klvHS6aE?dtBeGcQE2L6xhu1SoL0)E7ugK69ea? za=vLP>Me7hRw2R_isLR+=tz^~`zex)V&~K-q9WuLLYZouv;CvqpN$y7OD$CoD$6X~ zgKGa%#=U~2htkM^a8B#-CzN!ma2p>hG-d_MBw5NFwU%$|Qdv;xNXw`i0~4~IT^fdo z?u9}2W1IU@Uhbrcy?q>TTUNXMTbBc3GS<&w3hTU&+pr-XhNn({bG9^CL)x17MAHy; zbft8?y`lQvG_Vo8Dg5g$HHDA-FF);Fat;E-cmMYb;}9 z{bkY;Fwvfx5bppLo{0ZEro6xorC$ubQ>CS}f=@HCS2M9c>bGqLuYSf}04sp$M3tM1 z%O#+ga~vCTmH?y^K(IJB@H|+rr?^fmF5&<<>F(dj&`5*;e*~<8*+IJis`!YvH@~M4 zYC!22aE%-KvprfA6frN}eU2Af>L@G}yNQ7e*^Hk;KGQgs3?!FKZ%ZRHd@<4tHZJ8c zZ2$Y)VP-o<1ul~=SDsD$W?T{)#9T*=+I6AXM&=n7q9t>4+%i%bT7_6vWu}QCzvJ_h*8KeZ)iuyC zY%PBc7$xX7VtGG)K#X4g`sj&KQ=SQlO3ken<}{+`3ojhI#1K~KOKzfTUyezr zSSB{|;Sr5tk9pBX`%=1z9N(aZZkesxZnaq*WEkq+5&7VQP;7d^yE=pq3%lZovEqm$ zDKfvBDq zk;qwXlf?N?u~K*cu9y*V?&&8}Xc1C4G<*J%`5CR0Q^(<@#J5Efz3SKRKZO|QNI2wr zyt<&0Z1u$8ifm+d(+V+-D?JpNR_{~DD9rmqU~?!P4a!)zx5sseIgS> z%ApNn!mWjW|2qEuPj%A)MEKGF(Ef57zgMV|QKzbKE}ym|Um-y|5P>U6S<6N!J@4 zQ|AL2s1qd+Th6SID+|(aB_eA*uF*9dl>`%U&xX;|7>X9&kaGaib)oeSuaf;=341(z zlt7MDY}d-@C6VrFW4H8}{AA@)2kToxGSiZmq2aEncl=*gDR;$P1Fe7-8y>V^@P8kN8kc` zBF&&lEhJRxfJx&kJ(kZtkP)y8)Q2BfNbm%S?lkBB3&=yQ&{F(hqRhqY!YZ%0SrDUg>Sk6rFQCF>)>M0kEQ|QiSjp`tK0f-+P zXd+Ho50{+fY3yEwP(Dr(P8AWkgGmYBD!Fu^H-g-wX_e@p6c9eQ$?@+ zAx`wdnRfC6bjq22_u3Jf8BxgUU$L6BY13(!MWXw~C2aefX8+~hWdS}wU;vT;mhk5XSC>VOd*7)1W7vW>`o~4rtI^6)gBtrX%^be zq=Ak`A|YD+H#qIuAS7s2@15;C3o#OA)Z8%myNFrukGJhP4L)5<116A29yh` zl%NACLfhsjmUSS%P&VG_I(dxe6(~V!0b&iFbzoZh?n#_}=Xwi}ULGE%;m+gRCPHln z3hCY-{*c?g-QSbsiI|j^(r_D2 z(%mub*_NgJlDk^cH3_$*w==7WjP=mXW0TCX6e`J}6qjq!Ej*gfskrJO2GK41Tj8X9 z;ulpy7@b}J!XC4$9O*K)M$o?`^E|UM#cRtyqVUP+<-geVGQN5B??@P5qQ&eO^9UB= z8sfw=vtM@LEXg7*?P(8_{~UTk{d|iP`Vn>iSg%Np6rRL=aBSS@G#4M(Q};be1;&B-)YHu9QoOj4WT zQFCjBvDKer_)(*}GOLl9QH$m=78aS@MZ{T(N)wH@)qk9M;?^s0Z_!b1W?V4+y2wYf z$YN^<8clS6y>{o@->8Q4!!L37YjT6JJD|U_V3;%%kY^k`x9quFDyF*&c4<|7#%f>v zomvXlV!oL38P>zCvcG8-Khz!qvEb{7MF(wAhQic*I%(VX3{;B0Q3mts@;^xzHRm@z zUf#y~j=~N-pri4kfXN4rhGL8dfCDqOX`z#nlunn<6Xa>6l`lj&r8KwFyM(slnK5L( z{Mq~Q`?hG~mPa?N)y;f6BE^$DvgEc)QjG=v*p&fKBbL@;eCI6nv(2O(MPw^u(iP3R zPymOP#HlL6Wk4UHNr2v*Qto`g;NJzag%Io~3R@Zb=Tv|ZaNE}_WXS#;juSaQ8l8yx zLW0|e9RP4lze>=O6%ornjSHxR&1^l8qeq|Q`oNd`N6T&bh#b`lGYD(b-rw29k_Eb#Lv9MZ|?Nw!$F_;R2{AqU&quhXeR z8;!!#@qrxrP5MjfySC%O|^JdUM`LRsx`#DSXV@BV`w**fpVEmM3c3(1nue4wt0mnV?6K%MQ$$4e)@g#3e zb-FR1~> zt;WD1n4lOQX}G6RJXL5trT#d9EgNXA!je3mv{L^J@ozXKj1D$v+w@>U1!M(pZ?Txu zis3VBr!y$P94rlEGt9<(kdPWF6}5-+rRR$~rEVIsacHq-n5@Tey`-iNSvj3wUHCSn z%+@`__C2GqT!F(Rmk|TSA|J(}R#<=m!chZPc5$$|>sKN?W(x$-yA*Hv@6$+F04a+j zECnx}aY}2O*UYEakIKwu$IRDt%el(2C+asjImrNC-@fnf@Bc@*l%F_0j-T0Kp~2i> zVM|y+I)Q{%vKg!!U>uB|gBFs{ho#pfm=aM%J*s>A`~V)g$8O^_S}{-ll4=>L_Wu9%6AF|KwXhXin3!C6aK^6f8Tx{<8Mv7?V&Y;x20Q zE^mnK=r-^+#Wumq-%|z+J6<{1x>KBacllJ_-MIl;hZYKys>cijQ*An)F0%X|Fn^t~ zmLmK8ra%KWf4c~|{tChE2=bUK{u`e6L($#EKf!mhY~SyxDE!l92!Oxff84_BFwV!< zSaDbL&ewm}Jrk9|i2-1l^n%MzAb}f+(STD4AF5n=FXo~Fcm{;+8PQG34Iu*RF>A{P ze|HcFCUsNT6f!RbPn|nL_%Q*@GYO-S9p~{-DHx$1=Y*=CSR~+fD*y?T@?x{N%8?!C zZ3bM)?S2(-EQU)~Z`7=))XORP77?;+_QD)Cs5&ELPAtmL5NMJPRT>oOJi(t(RF_Ji}|L?R` z9Xxlwv}y_!jqc=9rhdeyN_2Y;MSzobRrTs0(<5fX?HPbb@c#ZP9JE8-+A6lZy!Y3B z?Ctd#%m@^hXcg%FE_@A3OHCD~k;o-)#9(jFtKczo^R1tZYQJl6(00n<)egKc03`j zhP0-Q7SIjlN%&HZ9e+VeSNO9saZU25IhploUowA)Z7T{AkwA9?eY5}-ggm}BI{YT7JEH|=fm29PTQ5bcX z-IqtTWmS}Z#muh*j&z1I;Kas&B}AxD5RtfnY#%tS5(fAeB8SLd*Jkj1YEex{i(mF^ zLJ2Y5<#b@`@SQJQ^S67v;UEw>zUrT=pD+?~K)V}GlW1l2?lqZRx=xW;uSLZEb20Mk zvi;O$4(C-5W1a&+MQpNAZ#WcXT+f(}7N_;d?#I4q(`MYPPp4D@VQt0A!RbIWLf3a^3KQG(s)}I+ zFRzT$R1k?ykGLP5Z)J`C!4VLH$WwUiqFA>(;ZED}z>oWZBx)Q>(h&OcEoc9LN5erW|Xg+M4|+ zP0HCt{CLuli)MKA4U5&n+b|BHc%vQeK1kLnvWV!PezI zq0%8e?UvIx(&=Y@pQ^50c9lnr%vXOmYX6j$z6!3u2!#JaC3|Os0v2NNct2c3z-6Zw z>itgKzVGx7ka6-@w%YdIK0rPk8e_Pa)RQAPE;~4!hV*?qLwLD2Xn$2Fj{k1}Oso(A zh!2re70f;up~`OOg*NoivfpZ#G74l2O)fZG!2)t=U4l?3bjNuS%?L#)!f@mDI2hMx zh)IPZ`WB-MYtUmqjzNP&T0q^()pS%39&C3LE$K=)Vo%P;EX^*k>hU)TXRF*ykt zS4OhgkUaPlr?-;lcQg>+7cLrgOJu-dHvB;i8ZD$3{o>U$Q^|bKWJy&iwZ4hKwCfKw z&w5GR0>fX?o?o8>IvtBVyIgSZCr7N;)E5lp3&MYWA8fD8Bhjl9_qk?oKyo6V)7l;( z3jwJ4spu^%bfs!Km9beH^p-vC@dBuQ<$%RBtbjs-^~x5cwsCzvcUazJxOAs}1Ixaw z;;rfGk^9WJfj`R`(SPXf3jEdiP|sMS~b1QIsT@U!eKw_|OVzVH@sQE%aP z3cQ6eOgTZ8UvBvEN!SDn83j*MnM8%CV1*J+XZ^u?5mPpJqb+EoE{G>-uw~JY zBRkJrWV#Nd@;8Fb_NvgO^|1S=ZA9)~T-z7KQvQc<-Jbv#Uu43mi@nd6X3wm&s(;lY zphbp{H@>Et`biGj-Ayhl`OC;2i&SoX3(0r277)<<=RjvJIyY=q2gJrC2AskS%z*~t zbAS`TId8YANR7R|5KNlF^)#2R%pSbQQCwMT2`UWw$n-@5#JZ)_Zik^&C-3kRh&kg~ z(Pczbt9Oo?S@QikfBwnFYsXlDv^%_w+acw+RpPJ(Q5XkL7V#cX^9TVAJN*jvMy4js zO$rsO{tyLxRH)GS)`A0BQav^68UOw{qOm$i$VpA(LFu~AS4E}P%i)Ph{U&7Hwsq&K zq@@Xjo62Lunw}?cba1y;$u--TbN!B>sjF-H{d)|c>HzcQ>&Jr6;}luE0>QTMZ$nk< z5_(qG(0a*BdbsVbP}VV2BzL6%u<62CZk(`)dn}fRhUZdIb?f9p}eNCeUHp&?1}v zSIJ!H1_DWd0FIt_qEJ)QYy0|M$#(Odm;}o!kgrI;NLAK;|3MFgb0(u9RE06TqgNbR z0n$Bm8!4n%GeKSnA%qGDZ|>>hTmd*Jl=0_&iid6lvYz5<5t^sOpE42AVZCWJ%~dQ;v^=NLfoQ@_zE&#%Rh! ze}dw}U9JqIXe^O``^b4D8MLb7lDZYBBV%*(Yl(7<1ut+m~AfWIR0mH&G6 zR!u=KUy@5KzK6{RBm{G3{5t={m3K?uB!2)@+>Z`Oewd&`X!^cfgk78EZ#Lq}!dNVk}_(TSATYK)AfrWk}|_EQhyO?CzbC$iIM|HHp}I zRRSq)x(EpUXukY{ybT0kKHud_V}CFBpK~U$%1LRwll)qNX>or76~(Rv zvZ*R8rcxaaSGLzcoOj}un?D_DVzjSzJn{0T#K1!wi;e6db-tHdLJBtQKS|V<;a=MC znn1|il46JcJ_^mCC@|!qD=t%tij6%H1tO9LoC2M^uS%RiF9!cMhJLM`M1{@$I6ObD z+!?xWyqI8{dl})Hyw>RYabF=w{{K67?ITFY$X7tzN&q;m5lRGLjn?-QmBI8bILVW` zVEABb6*uw)Mg|jIB2aa=8DB)~D4s^kfL&%br z$sBhArCC}^{!1@@kkaEe^X}&6BF3#f5U^++)toNtsFz?scLv(ib?ro~y$Y(gjNM!! zK^8`=91;jInf=yf=jd*ETH~D z_~`s{)Qz&c!xrAFHoY*j8`-b}<_%tg!l;~x34V9-nUX?H%kPh{gFWZucZqg# z)q(QKhU-ui2^M^BI@!SU7dob_R%lbb@L7SKunxBVNe-jv`RNvN3oTCW^^#_9v0QD# zUYU*vS!KtS)SmAPR3Lq6ee5W#0PJ`cAdd*z+zr*N|L!B=AqE+FT zZ~i%3{M^8W4GF5P4679_?ByUxmpm(_TRf=EkL{A+qk=@rlsLpSz7}l<^czF;skzX=I$Y(H;2xf0;W$Pq|!8m zn?4!W{ITHho;vd>NM;^OW^Thue0c1Tyf(i4GCp{DXtYVDA)L`=YA6o*VgF?`mpxTq zte&#|uQ}YZKj~PqFH;TaEo-UpmG#1a7nbR;VXRCq$D$jlKcTqYWMneppudv1ExU*? zjiOleaDtu&dM@Ew-)Yx1jtkPYP?So8W!eC5*6W?u$Tw?}eIr3;KW0oTQYrU*;wuMW zG+k37tH!u*&m`Z+4}#P$uDd{dSb~cUf`ZHJ*-8xC%HbxDyxI92Hu)a>EmTJ9V}rDN z4@N{*qJnROTLX39wV}-)Q)BNANRWh&7&}Bx&DXdA7bO<@neNh`}2$>&xI`9n;dS>P3BwmfkxlUbf$fdCfxY|Km9Y^E0Nv zQPJ%lut>medeZKx@N)at_<(tm(_nJ9SXisb_?=(Jg~T%hX2Ist=PfqX8@FkVvV)n{ zkzR_7Fz$Ah;s)afqAXu7L-H!py8Dv?QY(t(=~$Pfe}qKDBpcxuVOLL!7I}m*mEU`X*YYxR*O@12e&YHANNa zLQgHPPyZI|&{i_a9tHw`z4XHqh%OqJ2i9$ZWqnK2kD;$tS`Os_@{5RnPEyMb(11sR#K6Hnk}KQUgLCxh3w zXoIRUv+}9J4m*M+!tu;L&VPH|`O}ae?wn==END})r=W!&&ai^a?@r<{gG-S*BJ>L# zEhMOVC{OWhy)CArQUbJqAeK;8!cfz4Z5jQSBr(U72EJ^87g8}L)Jg*tQe}R5%KTR3 zs~Gi9_`&v3MxB!iKf+53(cTu3XDfT_GG1-5V=MCHZne#G2$N{4tYm;QL~rAtUpVJ!EMadD`iqTVbPid>9?U&{ntq zhpO9iD?1hQsjLD`dSyo=hnB04Gt;ROCLNOI^oHZtX%`wO?FNp7yqSJq_;%M?&2t@vLrbFFaV_Hdtuu^d3V!J`U=U-V+U^$mnYH-nq zB}Ukf(D0O4>}Gt$qU7X#L(FfOsp`k&KITEn*#so}fAI%)#8ixR0taw0X}h zySMRL0+`BB+rri3QKhY0N5Mn==o~-ESOm7ZW$n8Lo#M2NZCCBP`B= zxcIU)H;%J2@}FVx>8^WnI}pHYdA7s?uREtr-jQ%I!M>!1T!M6-9`f)G($y0J-aXgu zmJB4;duB2dxW2+8xv1-5K2zNo)RNlIP?03N*6Q6DaXs|U(A3b}*=8-W*uA+&eE}y8 z=MudFgvh?Js`f++{Y;hjEVQd>4YLorYZe5VWJMQoB45B^xD`mlLL{(JUPo3jgemJV zEUlwsM)1E}^Z^Mr9fhx!%PY~gD>rv{j#s-I2S&&2^ zU(PX5Q;{EPd9L00CV}i02u6{^vn@;X(EzHI_)a z>1T#Xq99FVB;ICLLSqxcika&v{|_Ilxt@0`EyaDkz_v6{0^5xBmh>J1%x82;0YXy1 zY*;%6qvdhU5iELP%-F+cef5XbgWF(t<*2_j_{&c6$otg#ua6@xS@%EQJI&90?g&$% z$Hr0dAp*!j@T)W<+PaRX*4j1Xe4XF)))p(t3xwiFfhO;z5^0{2R;kLQs|rusoVe<$f1Q^DQ&={+X-2%QCoMxv7KU60ufXFU#K1L)}?q$-gg$AGv3g z-7$5Y$MXn@#8xrA<0*F3KM9kyj2~g^=e8D#e%*u^J}}mO+En_Ed_z(I(;Dk)Pq2Id z$Jjt>#|eTQg2h=sQ*1J{-}J<3)?~wNmL960$je282CvJ8VM%BWho* zD^aCNVr-i`KO&*#{vD)Xw9A&0YcC7eDI?)u$h)Mr@h-wT8Y^oRx%9;U#nx8_#SwPR zF0R1?1PJa9!7XTT2u^Sd?oNQP!Ce-2cXxMPAZUWS2e$-=JG{4U)%SjNtEQ;=!H`)Z*)HRIpqS#0Cccq%O}rBVIU?Rp|?f*J6Er$&H{cOIm<7 zK9XY<5Ll;@t`A;Y3Zm6F7l-nlL?lGp3(FKK(}rf*Nq7plIK9J%tuS4$$l;(m2VW7x zJLQXsCgXN>t7vI@+o;xOYo}#q z1|2d$*wliVs6hMd+&};F0NNN*C(CAGe4&tDMbwtLl`f+T%e;{||Nfk>vDGz6aOhtU zSEGkdrFsi_!kU#%U07i%$Bfo0a$S!}gB%d>i0dTH`{uc;MM4a_|N7TvI=16;AlXdU z^ZfmiQen^@Ro!crSYTuD`RpNb^{+~wPiq->t`-Kf;4X?*aM#^YgPkmqb^n7GkgL*k z^%-wB2?#$L8X7`|CCpy??)k7+BBsHaBS7OtnYvGx>NyBiK`6b@q#cTfk|-MV)Gtz2 z(^B4gWM`oCDx30TPvTh`{z@sqAgnHZ^ch)8}?BzDh zhw0t4$L{@Cy5HK_Ckk3hx;3)DBGw(_caH@Ti9RnB5IZ|Aq<}7b2*KK=c(@i z3^fk^(Me-&BP<}zA|PGqh$>nU=>ABnqgJ%F2EV^V;SjIDa*QM(jfN0&#)p` z*ye>p{dJOpoAaF@doyO>dK45NgbamFt`$f;m0>JLpc%vT%*+TNfW%b|*%lj@=@Q%C z7aSZP?*N9L$Lrl>c9~e|d5W}z{Q+ENWyXcm>JSp z27!_O_8uJ$NaMMkN$x5Tpko}x;O6CZxjs+Stko8&iUimF7hRJ|1ib}Pe5o({u!@F=J;iDKk2B69@Rzj>jc&N zk)}GjU$>m@oo26d-Fhp_V(sR956ZY=VM4%8G-%Tl$gxou(foENjR&9pQn8fQZ?afb z#hR9;Uh{b|HPH&BR)3FpmOoEdxG|#84G*KsJ(T{V1rt~3F+ z7fb(qCqO_&D;>@{9D*RvA!~mEdV|G2Ma?fl8LDUBXQN29ecJYLIRDo1-%n%x>iyA& z7!Kj4h^&0FsVUBjTr^mrc_Yu9^dAwJYU3dYa)nPWd`RYVwl)|VriSR*^~pM42cg<5 z@--H$LcwR!EIi9%`lEuhl6J{I3f7R<{mweD-fY#L3rpD9okX8WsE9Bmp|QT)f9zDA ze&boz{^R9e&?!)JqliTD*j?^*0WS}K(;v@1whYa#zB%ly{9mO=7s&|UGC7gKAAsfW z;CrO|RuGyckkg24TzX@l(6d?d1v#CrpsgpxQ>-}n^jLop&Xqa$6=;m3k==#ETfVtd>afZ|WYh*6Vd z@~e)^fd2j(F;nIkDmsIIwUF*A^QE`)DJ^xHkofmVCGMvwE?F1(o+^EjIA^frnmQEbs3zKm$AteLfcKA94Zz!ijV4x}-gO z&{rx6Q^YjH_jV#krZkXmJxHy{&q?7h@MJrbLdm1kr}xM1LZ2#8kGiq+LUn`^nWlwV zTE4I`XlNtuZL?=4aDC;3V{~>ojY%cMgA-_e>PQR5%Lvwld*MV+ssV z8FTayr}DL;(tShA>P=52%$D1;y7I{yee1riX2SbO*{e1;jUC4o? zEWUw7Hf`4bK-nYyqcFVY?#%|MP~ro;6VijphpSnZj=yqfrD+H{g7z~V-ht{TuxU+= zf1xgK%;|JfiR>(VO3(m@=0X1yiHidOTI#FGQEO`*)jssI&hirZhtKAgxt!mAzBQ^| zpq46B|ZoIf0)bAyE z|6SJPtmgaO^_Ni)$c5<(;#y^*>g?c#1$)M{O#9GJRsMb zCQfFhpQ?~Pn}kWs&W`v?^`TkICzd;+HN+pkcxDH&Y6?(_qDI$q1dvNGsJmj(=j}-9 z78t?WjvwKJ#&-W{Dbx=Y3_7oDgRs+Big3Mq^6G%0bAHFW9AGi6P$$?uO8q zjjvi$*_|T{sl&Q75cx7Iz&aXh^@w*|{n(p2_@egxVr-Z9`Q2|#ByC!19F(?p zjS%Cn764;?E))ZSTU-h87EdDSZ5;zjGcX<|OKI1W3YY4n`l(yw>>cnKFC;mYLylY+ z4Yw-WC%g)<9;vZ6_h-GVQT~836B3*H=5Wg8QgJbGDjBYbdO~G)OvR38e@tXF^j8h2!9y$O?k0d+kHFM)sKC!FYfYoRtB`ZiPPZ}_?nD8Rb~le<~4g`oqisL}e7*eq69 zPE*+}(Ir1MR+4`Qg0S7M1ICkc8l9Rtq2Q#N|Zr~xcaLQ+4wM?*+9o0{?KymR!U@)+dU{>I84Woj%H0<5(w zWeN;V=Syo~X{a<=3MSX70fNsvMgKh(%@+H$hPhP4o)gfH0?r&%bZzSp>q0aEJ*Oc` zxT+`i_U~P$BEbTxR)0#EsR9j05d`_>UqHH&9AX-5QM|g)xemzN0s&JIbzF1{qD014Yn({W7^<*L4{IE!wiAFRw4L(w|$@W7)Ggv1${{;^2 zB&7PMLl87Pgls+Mr^mUcBEYFw>Va>{8OD*?mlCn*O?x%_b6lC%;SUEA2U0bEz&vEI zdQwAZ{sS#!VLyFZj&NOS&H#pI+QuwCOpM0r0P*{H^n^N;<@ z)A^=lTqrG+0A8(LFcY0(ah0fxfY0?H7IlL0r9z*`aL@0#{X6LS=e{?8UHLuCSzO)w zmqV!V<8X6u3uo$H;@IrtN^WH*>3;!606cztP^aker7e_1t~Cxd{@X1@sf*UZkS*lU z{lo*vV_uL0^|!0_XLH4|!B~*a2VWiCe)ga0y&C~{GOg*21$4Vp`fuGk)5Z1`v8CWd zs9e->H{d>2amXc|h_D+CQ=u$+O(6fvp?b5+Zn_u?X(*pIjUtevgiuF%_D){uYCT26Ht`Qkl>I zqSfA`POQMmM&QUa+{T`?X;2KwMb`>M0Ld!Pq`!%=LurXr#OTE)DMRkgx`KZi|d)Am1W{J9r4Op9!)s`0aJ;{^`sVGe0g_W`8gc6f z<#k7iQI~qQT;w%BUn!7VvG<=(Y6oGAFcEb)vScdS3%vmu3DC$+phjNcec#?g&?IA! zmM{#>Ws~IC+p>&M87TY9&Qw&AuPQ^K9(_ z*USIJ^|1l&IweYpp4T#AT`=*3*AuX5@>ZEQY^WGFZPX@^VpaaN(SelZf*vM7Gfc4Q z%BbuBEnMe;9@xyMBS`Fr+d0?lT#keeVUnUUx{qhe_bChdDxv>LG1b@zbL0fq-r4j? z%gQgO@LB^?53Jq4ZnPBq-Gb!r_1imRr-W(v_)00j*lPPG106QR&_8-8xZ3AjMNA|) z7|T+~+7rkm7Ef4}Rr0`WW`2)KI{Nt5i4j=N7au);Q3a0n^V^V@gE2P;WkeZT>f(4W z1Lffnc$@iZ+4-G-j-5EqI8&*Rulnq^t9L7@oNv}5bc8e=`8ccMqSRS=IzlSTG#oqgW-V^``>8~89ma^6iTOQ<#f;d6qrzrysc$MZ3BG}(D7 zoZ{=zhxsiz!LBS!_i?DW?e?ReYoPYar*)V`^i;cK})R z9aj^ApvWj|^tBS9rnNe1%=gzNWe^z@tz;HNPJHsIpdD?yxFl`Q-e*R9iy%c77-guC z3bogJ1G^gS8u-bHHdj1YYRC^^njzi(h#i@OccEC5M_6uC*BaQA!bSCUku8Oow}lT2L*gy zs&>cDv7@Xc$8dg`8@GjT=zQRO-`*%ods?4xSt@tbj0zHh>F0PemV7)JB!=4U^JqTB zFBx|43?m99KrdhkuBR2d+mC1W`BzM$V@j%XC*9P+3`|YGq!3ihXRp-JoOrwiH8eM0 zUC$~5d9sD9Lky!ll?oe9%?n?2$YrVfxGkLm@Siol0cO0^M!DiL*K_W>sDZl&d%2UT z1!n8aDft>LnGwY9Zk-N3Kav{z4Brv6ycaVJ&)KcyPB*uOswbM|$#Ev=94syqV%?w489p#Xt=UTKU$r>b6Z%H+t-4|X?s2vnRC~*p1f5~4c^&=GxjiC zZt}VqBv=Hb6-}oSDhVfm8_gE4-xaUdpTgvn%*@>bvE=D6aIZ=L`NH#^a&3XrKgeLN zee%*Fm=5B#HZq{SP(Wxj^dZIBHI3!f9dsTyF`$S{lEuB1RD)HBGw))yDrZZ8PX*4w zMuZNDd%P5HDV;V5mue)m`()TvS$4`|TYLV9-5jU6ONby@&kiF+PUYf)t7vm1<&y@- z}&mYI@FLso~^z7&oP1HEOWurt#iNODJS-@-rx=Px}CSs8z z65>6oE62h@hVHIWy0|sBKmBGo;F?G$r@k*eT4sgSrm)3)+9B`#MIz>h=FB>HD?_kN zr4O=fljch5Z;Bu+3K6BmzRmh^q>YEBLShjx;a3z=@>9$Xzmg%UVU_*yqaMPJTd=`7n5fLz_(FULPjPEAkO=9^a1qmEC$E}Yr3#9~Fs zxxNuXS$xwrp+#&Ab}^VY4yci609fS(ad+Q3)S+@}yD_3#UO{>xf#~%FeTT&bQWQ_3 zyn_5hbjfK^JVoFKQ%b0RSki~-@S`)!xuo$ynyauHOA3eTmriS!sU~VmU7P_eH!p)< zT=$f;yvzYc^|7G|*GYP$OnjC-EvAklWX4QLX3e`Q4)?br=+U-?jvG9)u_S^ASTV9& z7koe*&Ag?xsu;4=9sRHQ`PX2YOf3ViAi%#ed$m%;jT=S_Nik_=8PoQ@Yr~`)y17)_inTN=)Q%T>kjz`o_~D#>{MS|2*YWnVHcI zw~2oFu$}IZjp0!B*n0XEv|X0{Q#r#)hS>kp0@OSZ+rN#P7^ER<(8_`ZZSrrGioMbA zD=EF&_B4~<4=lctDub0>Bj`vC+q7?w@80q302hi0FcFfhE)HiEF?iil5cI#A(qHYw zE1w>G2c|e1yJ+z~FOTqTw72~)mxRA-8wa;Xhb8P*wruDGZ@a&9jlx@DbMsqgFk zPeKH^&jyuYZBSjdPWsyS`x)L%JpozBi;l#Tx_(0Kmlt&{EhDd9_~z#3$UX;Wyea9G zByyJ4my7GT?jz$ZL}%ktQ18tqhS~j#dsr0-Rnc=??5_rdu5!uobzsCuDX#CoEVs}+ z?P-}|&$*#Na0p3dXUD2bBBTaWxT|W$Q_m7JX|t9;t#+Ifj0!OLSY2qz1V!1^NGKW_%8o1QO8|y;^r}-m08~v9Lw1qV_7tw2Llziy%4Gi}|UK8F>_F1aHB zh>~NJ$pNq@pA^2yU<7?m@HPSjOkmsZHUzct7wiMAI~rL%&NhN9%y>FWMnoX+mx;i( zBTRx8#UAfWn160j_ZdpZ3W8#Jfy-&MC5$)&`URT-to=sac*x2UEdnh>ebd;{KQw2s zX{a8(p`sO!z5#u~ze)5VjTE?X%+mc`8NWm%=Y`ot9!7l$Mpet$ROc%0LJn=lb&4Cj|V3j@p0;`w_gF2K0>RC-Hl zZM5p-bN5nR^@mNu1|3qQ2n>f|CW71vVgZYM{Ft{Sq@=Uj(f5e~*F8S4z(n*MsDLnk zsbe~Qycore6FG;Y3m?KIlfaQd^Xs7V$AwvH2{*`(A-C{$>IPaf!hH>w3!bG4-3x&oW)YZW6}85d34xsoCztI<WH5$2Ll0!Jl<#?>W_8@V|hmkIZY` z)~JN|?PeGE_KH0N{vr_ZT+vc^E!KBtj8WwTkSf;f)e~bZH%5o^Uhy4Gt^04w+qL(w z!HDvfkJs5n}N)f;3KCf-XlfW4Ye!MlU-R*VmJt-d6}PQb(bY#uA(9OQ3w&7 zAUYA87smWoxWw8bdtrq+mpU~A+KzE|`E^N^7SyC~%sr8~gUO@_iM zh4&9hd#0-nC%h>~lr>!r9r4Qjy-X`82QJ2fo_zFyH;ebcu!-Sz^G1eHWK{#hZWk8B zU~I2x>ZwhYy-c4&Ze@vluyj<qOqkt4!X!n)!GC*6}`%x?QGGF{*qf4)Hm%dzBOM$MT6 zWZ1Xc@$)aF@lFW_E7-?Q5%LoSFq|Nrm zY1zgjP8QGp<#&_V20+}nKxR!nwr3;V#(-i}QRJuVPJO;Bv;+*r5GjM3hr3Iu zjlG#_%lCErmtyAFAozK2)YzNBs6mNShpBW-Y`DW{KCg#4O}n3)T`xcqr$FwO8^Qlj z{C3|AW!&gVjRl3$;&oqpVfhP0sV_ zlV!N$_4AD@>=^5v!|T3U>3XFyg{NX0?tTvo-fr_cT%Kqlc{=-b-rK7FcN4s8s`N^t zyc)BSUbE7Flqg8(xZ6vA75B(6Knq^EO1`&kghy>VxdEh&jmFvsOLc?4uTQ{c^1pWD z+9=b&46X(Q9C{QBx~#CE1Np;@Qf^V?Z?mMUU&z9CR2_CH!H#tO>;9Mm8&iaNUhkY@ z;N-^Z%@F3jM=*dF{cu%5V8G|pbhs}E9#yujgAC6*|w%kyx?K3_1Be}wPbHdlMfRHn(Vsne^-}Lf~4-=VTDQF0*((} z81DrJZn|!SjZ(KmNUG3N##wD0#Ks7?Khe1fEctxPFH}T>*%Qu0P|lx2K459hh^VR$ zMe9w!K)z7;f%tI)3KKPdQ*DU8L3BRU1rEUVU$c61WX^K$6S+l&3;%o2PPnL&{r^rb zNB7738)1@lXa*Zw&0?q8(2<6@RSO-TT*1$wve|Z348iP$JD;aFMLC$)AUKHfw8>Z4 z9jIYj1$!<6slziy{46aZ4U5AVkfPvoA$>)-&!-_~oKUuxOE#C2rN&EFFqbrDLNQz< zA-v!L5vDQBVU%%zZzgGosT96Yr-`w`(!3Wh@veHFX!Ca5JlBNunU8Z79vmZF97k4_`jHi#Q%uF~(;m>w<>Oxx(cpg` zsD_FR58#it3V|N`&la}OzeA3&;O3xRPe2mE%H|0FNKe|kyydkeGCT;MBox()diK=3 zm1~KjCJOYf*-OvRnxaw@6{#;L)f3TI%Dx}8+lIQmFO0_(i*^{u$ksi-VZQt+?(Yz6 z7)k9#P&(1D$^2iEf#K9w$-ws~089egWtSiFKGUBAK2b5{TGg=Z+@&1sIaC3S1VdEV z(B6L53%*+zpBgOVI>!eSPw$mY8ATL|zUY4rVe~(+TxF7n$D}~X@d9TF5g==Mm>9Oe zOhE_Nq?BsiVq_5EF>_p7fvH&@yu%q13%E>(QbUwF!r1eprhf}u(y;s0u_{iH`V~H> zLrC|&?Z~ItFM=6(pD8}$kwXXJW@NKnXNG5KE;^K+{Kdw`GsS*vVv0HqGSF^#|K%a739xa%%6fN zdf3rl{X2nh_8(TK%)fHzNAH0=YGCo;*MbhOSE$rz<}+_9a?NG+Gwn@#i48Suc3Xy# zNNwj9gL25G0MzmQN*0SF8Pst@P6JyNK}-Xt?8;v~PB%!soad{`d5^_hgunJee>UzO}Jp1Pw z{y63-HRo2m+PODX-^9;pZd5#oCnIUWHF_k8tG<>JcT&UyrO&(9HU0`r~#`#rvFN<RtXGhVuu>ZTI94{3I-j&D-N=lbA@@%yY4U$+rQ81ZM z=qSOuS}7PVM2Hy;HEUzF^`O#GK-8jd(@~KSOwzL>j4g&L7IDo-gNEEE3u2N2$v{gH z2;Qeuy1lb=;a!}9AYEM|puMIAZXIOVf|W1a?XnbLH4Nu3 z&fDPUz}))fzl(xYEpzl95W}_`>IKq*(H}2n*s6o*el0xDhbwQI{?+pDHREF#$lFo|h(;f=*u?@Y7w&o7aTaT?IfUan zy(Bc^>bKifVng#XhcMFN7#8#Cs35+y4KiF6gAx3a8@Mczsn!`H$40BCM!z=H=RdjN z{Ct0Xd7`-}f$>f2l?kbgDk(Fc?W-#}Kp)gbx)$@wBF+=R-Rm%h1T})b6~hb95~ZP| znN>?Fuu4@l9(5!fI|-38@C}Sr`&k)oJFl6~aBH9aXwte3#_k?VYrbZ;etVvCmKsV`3MHiQh>iNvbucrUk0QK?@#{2;Iq9^F?(!|-kq zS!jlXz(bINTIvgKXk%v~%U4!?HO_@U>|swPArYZ$q9a} z{QIUYPaRFeums6_|2YyKj}juzMNWV+%%&#z`W*LkmNPkS2iSi-~<*NgwT7gm^qH`4<`Q=VTx&#hL;@8Z3a;Hsqfh zH{V2%5sm=!#y~WGfA-++*FB8Ky2J#5LOWu7Rd0n2)^Uwo-k__Okcue5=53;D->19JL;L6& zvtz!rf8O%RO>DT$AjYkew3;VoJ)^gpWkZXgr{tUn2b@$pO<+QZD|@|oTgkxsK^EGo z50mP~d0h%C#8aT6kK9bg;RYNbJB$@~jag*wlsEk@OC4+nObd~Gw9c8PCAjYVXY?N1 zS-Mj#oJLz(DL(GJ%Mh;LA?rtg@*v&5n*K&kSs8Qvc8J&Wm1Y6f2R1|WsxaheEt+09 zQuonV^*```AITlOoIr*Iz1&=W(N5a}l4F^qk^8QH;si?Y;qm)ZNauPbj z^4OR*7CSTJdvDaDR3|HZMAU_mN?$$~?(NaF)Pa5yL4*U?*3aYd+7=9=p}i#gzOjfe zf=NsfpRoeCIR)G9l>Dwa3oVxx%Gmus{T_9l*1 ziMw0N^5{#p=(DZK^>@3NhMg0BkI69~5A;?4TMDD%4y;ztkNN@_1R#_A`UfKjU{ca? z^^SPw{)96uHVPU|uAOgPsjqDui^KbAh&Bp;Z%5w1!6z7%0tF{zBq1mmjpBExIIKBM zcUEGp?b~LCm^xgEcZ0>%RYSkoyfA>;^{|ZEVEd6)2`tMIVc|DLK|=al#5ltVE#|lF zzxqy05TYbCsZwXH(zs>J{&KHA!-Nx!FA%9=NAb&JUC^|LL$>8f<1{v3g#6P}(2Z4@ zd@y7}bo$;D1cv$dMm4zEjQUq19LonGfWF-=v$CKD+aDIp>b5U@(ITknrpwqO58MF0 zOreM4dhMjf%=}9FQ4Ap12?o6A6=j6>Ljt6RIp4>=(|ut#vm2;k%AeCfDvhfbshu&J z%qNtK9ST0WvEl@8N+^;7NGeT8odEsaBD;iQ+Yl? zt?{D(dS%6k^n&{qmHM*FXks??s&B*3zS!>T7(8UnGAty|xW}f6ggsH$Dg@0kZO1Vt z;H#LaDb;HbD)zGPF>p-n09kQBIO+zV(=C9oYRE#J&5tHm?`WdP!3CtB3z3)~h(jdk z^yA|o((NagdR0A`I4XOQe;u~bdWkvGWhM46#KYP$HiEuqrvHU``U&Y1DE{$*;ntWl zhyTrkITz6fBjy2ie0wb{_@t0X&m1JMXo4$1f~+)VDHT%Br@@-zs(r)yx5+CMmho`B%GCKL#{=qrq!T9Kj!#s-H)6Eta>>f)zVy)??@KE)ozB{D&?QGL3{0! zPfH{yuvX|bvRIufE!9xrfum1AKjyGu(k2X9{$AfE8f&FN;gdo@7Gx|pPofW-g!nB< zN-X+sdHXqe=OavxI~n!eeiJG%Qxmig(Z+(t&fYUic>DC2YE)^t7c2HB8h*1jVMiYq zwXk;|WzlO87Z87WY)J-8{rfPfU;cR~gKl@X+xga1uD~}kt=Z2<#Wxo--lmT`OU(P9 zlKI-&@5Rm_|Ba-=>)^_;L{&}$T3h)IzWt#wx3K6J9nYCqC>i>OlIaVGSeE;0?u~|a zE+M|dO?Di~AvXP#V5V|lFc=M`)PUb{^=zEh!98vmrMP3+qiI&K{v0V6J{{Fx%jAlQ zWi-F1ndWJQl6O>1>mC8b7%?Z&1F0_kdex~{gVzO((_Yh@Y-1K3;sM)$O~Ma>RKntSl3WT@rSc_ z#eNqnaIIDg;sve$}5tUcFHQ4%7oV|8=g12kHi5_5h8)TT% z)RaW_aytxAXWB(OhZ}Pd7+T}wN0Pxb-hx7;(aEvMi1LZ${=x4f6mo#BHirmGFpDrD z#mp+Lumh9<8@v`J{=99xFHJHWO>zOI@T`B9Rf??4Cu4_FAgtIx)8 z@uE~@G&%q1Q*|SD7VVtfI6rtBlyCR=dy%8-sUPM!`{l6q|FaQ^Gu z=bsAJ3JR(_4}|f5FQ_FnjHm3F!T^%4=O>@NF-KKVN&@#g<(>7Y{+92`OdT7zf&Q;sw0u>$D54yYt)?D0PU6^@VuY%+*QI0Ms#e4 zCn4{pqsQuY%Lb~5#=c}Y6+%?3alGqpJB2Jtp#$F?7-a{Yzj(dV4YT8~+ffW>(S=A= zQV;5{)Sexj*zb>%HMfFcWw=17cy1yZmG(L9%Gt}56P>F!%`#9wbG2g>$|^?hhM@39 zD*r|*cI|wx{4djn#B?)R<;Q)w_&;-#JUiXQM{Z-0#WZ;q>vNAqr+58B%IuMe9}rfl za7rma?ghBV*;Ki?EXb{upJ_{bwa!&3qzoOO0~yeMa;M^CCUSo>Q>fdI{UE(x-)i}7 zE>H&MXujIw@8NGiCdrH$*o3{w4nFkR&D=u0nVqN+O^iDBr{FR^pR#X;~9S_hczjc74 z+4E@FETL$>IDR_5xt_N|wBf!Rs9j*8sHFE!;0fD8n&b5JbQ zFViBMf5c`jG?#af@eTN7t|&?r8uOix2!IX$`}3ZJ}kypYPixx zWu0sVT@q%dZ*T`95Tm~w$+dbT+P(vl`jQ-l_#`Cccm?vD82=`9f2sRFXY%`lQSl?S zV4sKepeal#b>zfi^~F~I-U`pcM0M@0R9^g`utf~~3Bp&?nPSE(ck5xpj^$(0bZfD7 z;yPphETG0MU?c51f9q<#1*X#0h6R6}JxToW|Fi&BbMDd=mN8WIL_|clJxC&=T3T9f z&oYb&Ov6x@LqsRL0NGx-%=E!@hbqMtO^5Ip^7<0aVAJm;je=Vi0U zoVtM!ljWCG7<~ksyjBZEIWCa8Op;K@jUFw7@!suxe<6E9slM%l*;j9&2|!%_9oNj7 z&_NCGe*<~I{1h6Zqfzq`v(t2uY8yuj!XpsaL&JU)$~N(xv2bBLMRu7~52K3yIZ@Dm z%iP;qjLwg*EMTSMA8IgJ{2|mb6Td-8_cm$IjJ0Y(SRKxVTN%YRrR1MlTd*F=90rsGqmz(SWe}q>P(WzLpg{DD^eS_vvQ>@-xQy#hg!->$f25B8e z0~T5fMUlS^JBvQyiS{eT`7ndt#quQXwgyVA3X_*NkgP7_u~t`8}Y zhbVA#CDq&J!_t!UY8TGDc+#A&*TYB8aCwEBE6--eSYG1&`GVS!goSR(!OR?7`;HC+ zY)Na9iJ>jap0Dc0fJef{mq9Op*QeHtlZMD!&`z7f{Wk0S!_Y9oaJ069(!@s?5Lc99 zn%j{CPGX+ryuQbKk2Np4s-vuz(qLmfJRl(gWMopdBzNl%?I_?Vwsh-5qlJwO<_Q_a zScQU@FTZ|IP~P#+oMm^h+AMF^)Eu+hS51rV9*--C+?kkfUXW z7DO^VJ;>u-V}j?nB*Wh(ZoJH~r^R^|aw|wea(m3_Yulel~*jsojD9_;G<~b z`w$c71l`=`2{LJX@#9`CpP+_W0qo0dfrrql*q(4mcTYXYoZ=dRl%KfwxgTTx`regB zoR%^hZud^T`7H@O9p4|p>!MLtTJbsfi^BD$g>*;0Q*9T-P7HqhkM62wR8lbnQzsz> zRN5aHwLhT7g|-hwnz@l=qz8(><){%Cn+pie%gF`V#rt1>`7xTGv@@6>|3VUGBW_d0 za%cN*YrnGgldH_|UX$pI=*Bd&q&l zZStl2yKwgH0G%gbGYqDjxBa`&I!|Nx`yzDX{Gvtv(@j}yBNVJ7e-Ysmep!(z3qS0W z{G-QQe$>>B(nt}jjuDxEW9e9~ZD(KRfI$X2kuWxqAa7T2fGRHFADYBY`4(A#4n7mt zg7i!`O&nGZ!?S6qnIhK7d8X7}Lv`?dISzJ#kJwOzU}9+fTqrW%@lwaPtk%q!Lhk0b zqkKIwMoxXz&qq*}Qcjdo20R3~{@kBePX#0sWzmD3TD>j~2-iJ1o_(H* z$qoi}MkjNIXwI6~8lxS$mxklpkroBn2Zx%LcC#S=b_HKr;7e)bONryUO^b%)yR>_nZf9f_Q7%#4bR(DHvfm=8J-|7C}j@f_2+`5EsuNj3r>tTGZBHtOxrV7@fkZPUgcU zL_`N$p>#_^-(Ih2DZFemNc}~A`cQHumF?n6!N32CUip2dM(tm&N(;d9iJfZNM%GHP zGQ9k`8kusbFEkBbhPWF7Q$T*MBJXNL&TB~=0y>EQ z=$C%q-!GOwD}y){B-@BhzX zg8F)x;2Yc8MppZt*eEC{Y&_I>C;z353mhMm(5RvW>kd*F@`PSU^Joo#4`#ARgzc~gO zMp(00am9IF5n4XfOJ5(vrj`Ur?>ogo3P$uGCU{qKf+~j-QXOi-LNzPvkI*qX&Ep#( zWvoujVE0l{DDA2am0>O<1X(@CVhmS7AjDN$?Xv*BO#yFxu9cx^UPZYLGc(s_6mpz2 zM+D^4XOb^w5AYl-Cm};$6>Q!K6*=y~|_r$U9 zOCcx%7QEJj7O7U#Jt( zrb>P~iN~bZZ6kF-5d6Gb1_$L1`vIR1Z3*Aywm6Fi`Jpk|_3$jN?#|$3TXINAn~B3$ zGY|0uc8&28%c9V-t)I*4>60>y%^aF3iZ=vQZ z@F(31PeqqKwhMgGo){0o2;*s$i>OD-o_rr1HDREO)s#m*;;g@`JVWliEAZ%?To3gD zc{+UG#+61!4q??exDAE{pK&d2o3_1nZ|zOtqGl6t2lAGxNj_Kb(_#&0gci+XH#e-s zPvF?i#4C>y8wiwOnwWpj?|+Z_^40oT7(G1C8ns?JfjBCx0@FAJ<-=9A@sW|PKe|a? z4LZC19-(SDMVdHg#-gZT`|WSBVAf|J!YTsK`)F{GR}w45(2Ee?-RswfD3-vK;Srm6 z4hp_?Ex11eWg02D9AvR*$YYu|v3p`eO-8D%JgRHz>Bl^>>gI^@;fgPRTmAg$)2FcVP72D(>P%mUGO^ZAkn+)UXWIk|I*jnM=+WSK zfF6KDaUmh7g?^M0cTs6|__{e2AAGLXBY%d4?05eHO%GKHFC@O_2mXP$Jqra2LTG|6 zVw#eyMB2HUgrDxHYQ!SJWmPaI&C{8O7?GyskKSX(Ox59y#YLJ#PDanQbyP3cqlo|1^PtM8J3_v#=To0T%(O%9cb-a`(|)L>|q==tzj$3{Q1D$3OGeU?rYw@_N_gJOne3NLd_qNKe$i~n_#q`E z0q10!?rB{SbNGzjxoyNs*YtapV{uW)=`(z)8ZNV!Ttg}|7gD#PY@yF2HehD< z@z~jb&>P`5>eHmRnE343HXgkua(|O} z19y3M;ZVTocaP+=dR$*!k>c%ayWaov&8?W2=(nZ7wbK7>)Nm^QA=gb{ay{^@Z0*Dc z9r=rW)g03Ol~S9%FP{VtpDi_JCyDG}JQAFscDy?w)nS?d6s<{H0zuwhD>BX#88R2r zcT{H)G__(Om$!-gkYmRo>`BH>iQf2{y-*}>Caq+m7bq0kD1I&6i2O)tr~NS z$MZ-mTPkXPd5Ru01`PIdtbZg}BIg?{)byE`(X{3bO z(Us~E1_j?rXS=UNXi2bX^K%DnXb*!bBWfe#@gltVbADoiG1dgxRnJYB*gp=*7h!~K zh0tWUZ`N?65TYbEH1_J+?CtF>0K;a@t(i7}qMIW{+0l`;!4dy0)khEV%Vw3A`9$hI zU#=%X3*iV)+3ZQQ?59}+uWRIOvouQxLlQf>WtXT}34!-rh6m4BGW#3Z;S}Lm&1Irm zaAW4-{H7S&w73dE$O_(iqORUJxs=BPT>INY59<#q-C1fOZ!8;2LqD_HVl$dp7;y2l z9LndHqA!@l8;3>!a`<0kJua9cQdLJ@wj`;e0~iyxB+t zNj2+N`Q2Lkmn5$Gxe66yp~*DCUwpi11n1`@o~M)L5$uXCvk2t!B*t{U)TuUugk(9B zq((xo+uIdVU-}B$UHv{|P6b{r*Ug@H#U?nt{+pAcffqxMr+6$={N(O!kUu^0=u^gvT?f2HLh zIc7c2=aDfsRCy`xSq}*izI?Lg-qwxsB`UNz-)ji9l4L3np%}?{hVMZt$?=S3ON{Yj zmZ+w%=Y2t;t-ZR3mn2Q%(ZSdj&mW|x=d|HF$MnK64mMu3-kqKmvkatG>?VWO$^0SB zg(TMFldV%9#A>CF;Vk#=Op1~C)uLOYX3_vuY#4cm_X?qxwZ9;VprC*OxdR7@8taLq zMoSf3OiXJ&jfVl6P$92vVLyYU)E2+yrI@}h8r{==2^&saU4>90WX(Gv0b{;2EPfM9 z>YV- z`>AqRMb0`t$u?I9*U@83F`2fS7xyraX(!rL3;ki)dY-jhJU9QK2(3z@FG*zhy zZANk0A@S;{;l5WfyO$E0FG3e5VVp^2%Xjn;x zZc`saf9T1NlJ*j#j&vmvMClUYr&xSVP|yvrWwiF!3SuruT8VJ$dcgi1E=&d}!$Av; zyCXdeCM1BrtZF^^4 z6Rv%|M1ghQ;m{jtl*@GErG^D{uK!_JYA%_p_d_N;@9s zNnO$CbX_VzW?{IM^6-af?1v`f^bXh6jG4)wmu(bVv24bvDr%AL?J?C~TTIlFlo?o+ zT?R!k6SDS)6K=(AScH2{(J3gRKR{X8hN^1Zp$%B5)#i!hIfi{LA$a=3f@|T`YP3Pn z-C0wm{@I7Orfs}xB?NFWm})i?$V^wmkPGChJ=bQtNaaL)S9!h|) zq$jC(&>`q$GzkSFtn>uyCS;cu@(?8FUt%do zQ*&g`pqHN2C?jcNno-MB0{kn4PnG#Tu6ks}WOlv4SzA@mn1f*MVHjUcj;*`++|M{I zdKxNT!xs|TIGKTU^iSAnX{in^G8jN}F2e=AH%Kfi=um6==uA0sVPn?4goq2(fQ~^E z6ZR(VAH7K^T_c|gbo4H7*b3>i$qw+VnpPr^W6enhN{Wi!#s=(~1A4r3Sz7EG_skQ1 z+E_QhJD3A+S7eP#0B^LGjwW-=AeD8LLa$9rfrH5CcbO0_eQ*kk5&H{0CSXQL2^aLo z$mpjD6_%(|A#rEx5@jfVcBgQp{d7pYbbu! zATwkwB*qvy&AyhF1>PLL<~WdD;cIlKdo@d>hfw>n>%-MOmT-cg(}PyH%Ws~B2K6<8 zAFVA6m;w(fAHxo|*yoWn@GCn?jJ866eI(S|)yu+sKtzq%? z^}YNiE&A0NdhX25^!qA(>6Xs;Zd)6c@ABx;qc5)HLc+q$XH)v1_qAwugJZ2W&h_o4 z*f6ZkEk;bxau@tmg?{7m6>IWA5cGyz*ei-7)UZkrm?z2+#barhWUIm1Z`85+Fo*+V z>HRTKbzXK+?Qzg<1cmsi>9o%N7;eD38nP7xW;!~v;i(^@_Vp+4$k-yN9MaR)g z#N_pSL4Lcm!l?H>;(PNE_lfwJHrhR9uXr{(>If)OHLCOtonlOe=c(;;`wtIko?1q# z4qN@GMI9#lT-M(lv0))2&sDIf$<3@pZ2C%ui^oQlNt1GfCbTG5wbo2hBH)dvh}X-P zi2RGMo&wOX+jWRo%aWwG@JXgpq6`fvbmJkH$j;X0Yudr!bLE-J%zrf@9N|4lcqu6g z`HlSM^AJO3?}xB-wS~@vVT+kQq39)TF!NJGHbC z@yj`zZUwtTW%@rD(O(!Zj}Qx>@(9Y0u7&c<;CgCFOpVd-(BwhrBd?hD<#6aDW$98s z3o9g2WbHq2S?gKp5c*cct0vBuUYMI}s%rkI*9}kHr5ls~bKsrtW4~R_7;-^zAjMO9 z!`t6wl;S<@1Go2;=Gf%p>e8o1PXn79z6Cqi0_)#DOY^ zru#^?&-$&q_-vM(&|m~wBxx7Hh;BJ?-+JjxwNoX@QzeM?Eh28VP~+LI`DK?$;rMe( zK1i+6(pZ`n#YoA^IW$>r_qeU+Tm}s!jPp@LPY*k%RC(yA(-Lr_-{Wj%C=PBS=RXBW zlpsUsb540ZPBPyzd_Rf@|QP25+6e#n(u~) zY1sGNW?QJ9Bu*{psapiiS~@en&{$8)$5D_XN<4YE*pfsOn)efP%LOrQ@3+U8I00lb z=jNRQT`@7GfgbDh=xI47Xj=2eij0)B34kX$^>&l`LfF9Ueuoo+?Z1q8+bwpB7-v0i zl|6mlbV>aChi0_6YRyI5+6ZTQ%v5+xLtI^cGxc6I=a%a?cR>xWvPz2z+$ia(s9+-u z#a^|7LTW0W%840qbI#h!hOr#ML=GZ5R3=$-BU;t+xqu1(!orm~1+?If7xt<@;ouV9 zU!I7Yo97E|@UdY4r1jZh7b0w{DQ}li*6a`~Tl22>;p8x4vg)=dYjnm5Yw~FG1~F~j zUrL2E3CjklD0<@^)>&}GJ$sg#dFn8D4-iM zvW#KJvck3bfXez7F@3e;<*#QHaGOu9B^^pV=mlM7bUmm`Eg|y>3UtK0F{W*XXUZv; z>6H5@%g|Q`blco?C37FPf;!9I(R*PY-c6(UoLwSmd#(Rp3~e8lAdh<2QAyPv80!aa z=+_8B=2w@$-Zg`I8-Rd~cJ_Y*i$rR>JswyHg5Es?we~cl?}&qrh>H{9K(ogek9~hr z0cuM{?&x@c{bY7HFvU8{=k0L7zWajP0IPxD-mYe-Q_B`zR^as(#A#cSTSR2AvGdLm zE`~BOD%S8)!prX+wSNB5(^oz`{r-sX)U2-p1t2NDu`wRsi2V6%v+?IP;#?jHw30%R zZKwnyx;Y)@&~z&hwQyDthIBWNUYd~hBN63)H6sDR=26qGbw!zRY!o9(0_I1kgb!04 z-+m|RwoF&!xwv^cI?;@a`JS8jBI6wjyn+HMT`!HfIo`1T%=^IU$-27UFVNZDkC;Oi zTn0Yt$p-F&yhYR{;9#Gfp1K?^znDvV8gnr$wrs~%ShEJnWD~JRoJ%7lQxi3G>e?wp z>br$#K5o~TwIR(2w-PRZpp`UQYZYf@#FRm?qxB?4-5ffLDg@2$wsGbkFw*ib`Exfe zxJ7O)nvooEfFxd6V};FM?~Zz9v660C1aJB&tI+j)EkSdaBJ=omvVv#|8;GJ9J6FdqzU%x+*Owi`7abV=YNi z(W#JNTpEZb*c4v6!UAf%$XZbbD2)TE^csGs=T~f`n?)CaDeLMM?t((u(KQJkLE7(f zESrsLn5cW9nfga8e`@Q#N*R9k_=%0~i@)ADNtPG!qaKD#VrBy8{N3x`4+$xkO z^$gv(c0gk^d8NQ5P;<$OhlZMz`2|#v|Ethut|_W|Vo1Mi|7FvY&TzZ&h6-Cd zEuKaOH^BhkT9$!4kkt*^B#r+38Et8p_FDU`=?`OPXLhm6FWBF#5Yn~@pRPtiTVs+; zhF_%Sj)rIP!f%Cc%sG5iR5if7{;;WGhX~;s8{`h~t?Z zCl6B@x{1DBW&Z4EzMPUVgL=qj zPcY<{IbXcqoCR$m(%nnf!2qEpr!f6s*%ritvA?7$pi#-;l{j$X*otnlm0J!?x%`=zE?kT{gu9d+l_QO%#B9CNXO=Lq)E;i zhl<-LS84!`330=Fs<|ez)uLrv%W_hcV*6u;nWW8TrwUQrQjUoC%$g#Pzb@#s;Z~{n z_|U3K!Uj#TooqBI%0@19qB+8SnECqtV;8hv_Jt_B$>W0^0|))_nF1R-t%>QK@z+vt zhK7a)t`I_p*&2w(6A*@=z?5uubG~=GMlWW%_dTu}?Y&-)o?FAHYvd+9ZKflx;U3i^ zX?MxFeExM#a=nMwd@pkcC#Xwn*eIfzdC+oY<$&F)rj}T0U|m3M&bTXBq|1asSA?{h zNVJ-WC#JK%_qymhJo+bm3_iVErqJ8?e<%>%Fm9Fs@jgxVOA*V zQ!L8HM&y;2xcDb|_ARW&aDEf)%-(8c>l%;b_T0k`VrSt|V8+nays{=8ApYnOzq z^`#yu;mzWwN@2L*1B^w1eV5BnMRTRmF@jN@DjD50K(|c3hYL2N`4G+m5Ec)M_*fcb zS~Soqg>(Dsq#o|HmE4+xB+1vI05;Pmp7}(%-uG}og3EJd0Zp9rCS2_5+zAepK$~>X zQ*Hgh&BbPEh-oY8dnea%y{meE+FEr&+3AjvB1_KsZ@$ljRumFsb(YYIa}&y3uFvlVl&=%+6BL6+=_rR%p5>Id6AbnP$Uq`sWsndmPrH%>eJ^m?X%GT=Ksyst zRPA~WVkV}vK&d#;dy6)8fOXpwP!DyEOC9Ys*i0ksOlw{7g%}(faxUe=8$H32_UaOT z_7aX-FnC`GcNy3?4_S+z${NW=$gMEGE=B_G4=S~yrKO19&&Ufbyf_3Fo|KUpYNbzZ z5(dbVM5NL-fE&ib={10tj}m!j*Ts zp@B~n2+6Urv6>&;+^&6%*@3iu)lQ@H%d_t zJS@f|h6r&h6mbRh<7-7KW&EPv621I`0>RajkS7VX$EEk9Eud!PLG!UPUe-9rY#5p8 zfrnZjs5@9W-k;Hphc!J_fX3CY-8`6%7NfM}`bbML4NyT~IQoMgOUr-_Tm>XU9u=|M zU9zaO@*Me2S)k*X9tW2bCzlgd7@c<6r(wqJ9fH|9I!D_vEtwm^VGN!mYFSx~Hub(@ zn2T7ova?*Co$A)E7geC*K_4(hA5Z`%7OZ{IL=YjLYNKgPM)|R^zMggV!`maT!}Vfp zSBG*LeaD2Q_F8K|inU?-pAS9mIFqCFLn*p4W+z|0C(~m6->jG}@N@4Y zYCDqJ?}Xk9_RY5Y@wd0PlM8vE4%EO(4ovAgufw|1mzGtQnnk8gflSkHVDu~$>DV8g z#~lX{`q6ncTtR-buT>p(PzP#O0fEeAoiD#4d}9HgRdHE9M%60gf{=cQpemX&HGw}W zBLM(i+8&XezzWla)YDY*2N8Ub--GlE6uGuaZ|e%g^%8K=*rPd|sOsk6`2tr%Y{}U`o{6=gU{i zJ|Q*i41OVMf*nTJT{DG=gA9BX7~hIk1HPZ{%{PN?f}hI^XWx;&b-mJUbfUl(y?nyn zc8DN$x260VFMTSkd<$Jr&;-06E{iJiR_%IZLi;-!l-M}{-q!I+O-yb-x7WlB)c zE_F|3dfoJzNTTOUJ82wsSy;u47M6m(ldwby=IS1-}#I$`z7!IYvfNi;DI zG>KDG)Jl}qPC!tL&`?Ws`GUJV6VbGI5f-cd6w`?IMb~(Uo8=&rwo__yPB{`SZR#`I zF2V>cdW$f!vHj3uVf2_N+4J^aEVgE9ic+eHlc-cWoq=}=(e@;%E&Oj!ZexqF;Sc)` zmK69*mC#6twX$8W+JWl6>NDDuSKeRkbZ{(Yb8Hd*ADY|1?nmQ&YI8?N$9SW#kkE$z z!tBM_+1a2l?lO1w)k6?Wwk&Uajc0s+oO*Sf+Nr>o4!H;b>3S6v(PF^2T!VGRt=?;f zHb+NAaq#g;v89^Z*+tylT+{|Z1MiP0q4Dn?`-Y3%)QY7~`=@~1C0O@PIC5b-T*(u$ zt7m+4B%}#-bqr2+Y;NVtE;TmXzx3tDsJgThDDq{s2wwW`h}f}06k8;a9@=E>%k&{DtISP;m2{>5e1>XQSvPR-$DbL@zPqoh4kLA}};bk}Lb6cryohNzTESOgd81s72e6oo33QH*Hu(=5bSg_dVX2h5}z@u)V89wkSx$A`$E<)P-G zer4#OczfiDgZ}mKM?EEa$a9=fgRvL)n@)hXf9p6Z;Qyu>-<+?Wb5SCLVUb zBKz!^4y<(dvq|k*^FFLBzkR_c$`_>qR50g&!+}$jG1Wiw;ma@m@ac(&d}!L^A0lBg z&yD~sRjv`v^VjPQ#t0=^f5`L;2GlpNvR%$apQ_O~B;HBNhUb8H;klW8BFZN|EqFborSHok*i=Q96aTysGM>MlzsU*GG~Jr5y~ z&DEifgWXMo@T3G-zgV!dA7O=OsI!L?hc}g%jM-8@W@HqoFvQ6fE}q_=?M$Bl8I`)= zchFw0Tl=8T^)Mj2I6E*6c3z2%{o`RB$cj5UvS5C?`%w4EvuDG?cPA4Q6K##AY<}mv zroO(U!*5>S+sV72W9` zn_{wU-{{1I-S#$tr)Qc&bQZ1zbD_m#sU}E%`fS?$V0&kW_%7|Ot6&R>{Yv3}ioR2> z4$JZF$?!M~R-Yh$W@kLH{3<#}g@7Oeu2!=mRybAWkug#aw8Z1V2oqL}S_G{uo?mNq zK~cS+nWwc(-dLK|$;MzCFt3CUI3rD2dW2mK{flL3@D}_}1{VNexjR=M32Wd4lEXnT zOobx4Snw~=7AZf1uuiUK=gW^YVZ{q-y9n<$ znfDt5#!nNvDu#V@T#aUj#}{-|rjJXUFOumx>&DWb9pu7Hd7nLe+-W2*B%+r{{IN_$4rsf^I7h`NFXd;=^jT*k>Q6vJ&CV;M;w@(}y}V?1Dvc>j{t=TbtI$(VHPs-VFZNM=K9 zAoRXSv<}$I@m%<_tU;VuLrl*MN|r4TyRX|l<@0*?M=sU4nD!?og!@(FVSc?mxomHzcn;8%#v9`7r zqI76iaRt~r8Bl4ssk8xKiCm)b2;SQ@v>S+!k&brLBM~Z_e3%H zDh$=NNUz?}wtx`DKXcpe33B-Nb&b9^{L%2Jk77-AlbLGJ6zK|OvJwX-L9E`{wDB1| ztTVIpld)I7ouy74aE0Doj8B}NS3UM?E|0WQGziSvJo?UDbqK13aPshYTwj>-aI5xX z|M0EjNP8_{Ow;Nl`U{baiSRvUR zcfDlJKdzc2sH+Q-S0W+QFK~JqG2}fH6ymap){1}ixMEQ8cnT_-C*~DO#(RMvKhYig zfS5HyEM?(WcD7|Y^0_7M)TH-AqKQRRPz$mwaXYQyNUS z^dEU;2v+PW1_uX0C3O&3EDkD8f@EWw#D0il0Z94jpzHYQ0H`?>O8+=mOKRB80Jfl> z5r%s3+iKh>Bze)%n#)AIFB zRWYcakSXk4<9FdyR9tLpt5L_(`(-CA&%{iQi_>x{A7gxC(k6|RI*p84E!k2U^$R$S z-I?Btw)a2D4j7DIIq;*rJ?62*zr8|fOdB@r&6}X1xWDe6Z-P>0twQHrL-u|~`yZA9 za5&}Phv4mNS)`_2$GJK*Mp`*Wue~{lAHaKcDI4vl+2H2p=4@3fZf%;@W z-9?@5uFsy68;J4nNZ8x&_!oCNkoO6?&m%7h55FOnvH#N31jN4EWn59S&iY1Mg>^GRvV2m&RS%Gzp4ro#;N`Uq|8@Hbb~nA z<=1RciS^>MGaOZ)#S$zIwX7`ycROgJ3$T?FWEF)TYxcO$kb?e~3dZ{CT9Q3&amK2CnqoWud^|BKAPQ2pzNe7QWJ|ThrFyK`& zEvk-M;-Jm8orZsjrhs+8z*Y;JwxK5>VAu1vcx>8M{muJa@7Ia@a1rh|rmG65R@p9+ zq6WIo_oV_iW6o~(u(1!Np&gM~Q=|=b)2tVD|3=j~7LQ}o9$4wk=j@>u^n_vl;c*vFQ@KCBgWa&b94-E-g*J~)C0o=fw1<8-;M z`lLH?x2Iu))6eg~!`Rx7nQ5FBH|%+?T8Q)pk?0L#!dofD>F?n!LW2<=-y%FnwCONu z$6xnEA{o)B=;gdGyPZcckWY+DORA93NB52?9qPbN1h_w1|5|8{$_Hb~FB0O3W!e+d zebf6an>b`-WXjs-z?sXhuTNH>tNnD*%K;LrKyZc6@@o`;H(U3?TC?``X)ayd2W7ik zQQAtivg#i@nIrc0A~EO(ClGzBT902VQWVE~;+T@Ym~Nb!&gOA-_d9Lg&poJf-q?A3 zu}Jap^Czz$fBxQ?W<|*(;wNMyLWVo#qcz6z_TYvk+x^W_WAs< zDfoDjIr^JBUohKpnr-iAtG1eK=3b@H{N2#-Dt-!ABARA%MxntMwOpG)m4)ox9|su; zJ(L-8+x+Mc3P;wqG{%BBp3H839HD$KF=T`BuDduBJ51bd!;A+G?gt`p(C1n_%fJ#d z$;uU~33=^)0N&l?{CwH{ePCEfRvMWIFTb2R1U`#?9X*iRiS58SETqtXRIS>kL?dNL zgmIc3HQiV7gAgXNa)*}!Gm`slsLuQm{^jrm@0tNkqHKjuwfN3d#dwS74#PFV(3cWP zc-UF1nJovlC+O*0xWDg&`S2kFjkY3YR@!3R^uAAE{PSvy5{+Z?xE(z=5vX65b^nKc z(kJl>otWnWu=5-f-%M(1d*hWysQ<~{8vAq*U{AR;Zs${ zRf_3+wm(}u$J3s{MMCa7>h3Rv1G`g~T5R7`>M!Z76XvG)Z){H6Z;s-M1lZ_M-W)3h z+=vfc4e%kSbuhE>&v$!2948LRVf5*~XWo9~q zyUcAguP_640ANwYQ+&#!A5g9(7HRskcFxp3S8`7e4-KJGFAom} zy!RQC*Kj74ptHda%vbdsU~T+;_^aC&n0%g~b0a7{S=ur5sbffFPpGg)gXs!QrP8|J zllCA3E4?#u*EBNf&ZPAjh%9J57+)PcDM$Mp04pJnRD;=VMfYKm>v6F=b=k4_r_yzHlclyxoq%dRJ?zGoPY^whkNpiq z=4cwPy#`xqz5Axp-G=jh5zyJRvMm68FD4|tz3da4%7$KL?*Pwn43mE$Cng3Tz@J zu9f4X$?0^tKB&Z31^MS`+e%GVgQOL@wNexm6zCbsZ<#r;2Q_v-INO~C4u)zl6#_j5 zq?4_Ujm*oJFGU}$jFosW(`Ym`wMJtbvTrF#L*H3&1 z(UFtoXu+eol6m-K%_l30v)D0fv)|J&d0_p!CwiFpy4O(3PASMj+1|vP(l{!w_)d_> zjT_rHIX0HJv0+u;&`=8CPqfgJ=M}v%VZNO;kQ&j;*kL+=|ks&227^+wy8FkTYd?f!MbJ|D(IT2YY@;O}-i@5^8W0ELLJ z#)0p2D?ua#%&(WZ+8xJ)5Hn7~NQkX$ zQuf`hwQ@S2Nz~|StXL&r?F|x``r}G8fR>O=$PWJlaIn@y;z*pTG%QmNx*nfvb}v5P zodt=mob?T)^$pjV`2&`WyjI|(WD}_{{7|Y<07^r^%+|x=f%61cX%)8|9|<4$ z+srcHOxA%QCjjLsm1$Mvt%?PwB`VMXJ<2f8F?FCshXsfot%QQ2 znFiMR20~OMCbSR5UP@T+x+5g0-N=hcy|LjqFjxjk+X4X|*Br9g`*$qBM%{s5R#tFh`ZBdOHJevTrW62zo@v0MSAlBvg$fHJq_RsqxTZx-~regK)tG{t0#W_ zby&W@pQDvzsN8u~|8s6UQO%s?6MN7udITItSqiVj8GCk%9Od1Z`!?y&cDwN_J?Jn> z!!{5wlSZU}Z7z!t0RjsiSeh}w4V_*M2N^A0Pc?dgP(yHd4LwFBuSedA77Y7uaHEF} z-NUKM%SUDfoa_Dsn56IT+;?@rg8;ZXkft_}2*MUnL;0*kIY4gO$ZyYf`e&O@EesOc zDHgjc0b)si>nnLA#N$^O@pj8jZ{2PvPuoIR!&vA^YU4hK$|M?=^griR25{JjC>L`)i6GwzoW;Ka{eJ7EkUi< z?(12&6Qr)L?n#6Jr)i<9MT>?H7hDT!3v6$1Yk+DEdxdaaKDCamT+Q2i3WS&h=wWhi zP^Uea@nwqWQWOY>r1DkiFcCKU&!Pe^$ox*<+##Y1HryY@c-weljB|0^Xz}!&js&&I z!IXOYLh4ke@my}KajRbE9R?WzHvT;PU)sG=$7FY0c+SFQg4?G%>EMK6x#JC(AGHm z#Y|)TpsW|_ZPhv;4xZH0)7&jL`hKVEt-fnBDfj#5 zjxFmeg_A}^L?8Y8CyhmYpI?a0)5_|lMEzC{+!Fukb~Gl*`_qmJg7w#Vs1KWB=@P7Q z)CUL*P|pJ%Al$~r!9k(b`(P@DLYQW~ZcAJ{GczlO+>1xZ&b9~xfn|V!G&zqm-)4e= zh(7`nwQ@8re5Y*d=s0=2J}@~tnhOGTfIwm^MdbSPJ-WnG*_*HTst%?uF3tuT3OcWr zL77Aq!uXtgv7li{%dZfvyCvv#jjxpZ^(i9z?}V5F(UX&%vr0ur|NFnqr`m9FIFq+L zJUqXFOFII<*h1^<04*51MoU=dBd-fgn3#)MQX$ha4WSc6$_7UQEcy6Psx&L~x6=7m zTvx`|x_v4LuY>jU_3JJA@#^dAOWNBFL1qy8yKZiG>%X?~N3%v{f%0Ob{4m8M)o;~j zVq#622a5|vdzPm0t+wNMhV2cKK^Hw#cjL-f_CUC1H#w(H)lY84lxb}T%nNA{Z@3Wr zwXi>UM17F0bOgw!0J>8Jpg{wWS3M2jL2xRkt}!d8oL!PL<7x!uAt8lsx?H`=zZ)GH zapFR#@>OKe-`$Nj;-QC4EG(3#q!59w*k$$gn!r}Ev$IQZoCj?c{+@4(_VxJn#NBY2 zy+GNu%X8>W%z($)T#6k#MjVag%NS9=6XceiG|lVHZ1T}NvAwa}FRpjSO98sjy=v{V z4#xq{K27HO%8HITdE`Im9h~-p3XVhGtoj2i8@C;lteM#V*;;Qs{P^tRf|)4Q%=Kx1 z#^_$CI2BNgpQ@`>VdBZjsgeddJw45>_vp`2KAHBC1bBOA@83@ut;WnZT!CC3@kWRu5Kv`vr+^mBZ;G}^rkt-f&B8qe~)NXKOCV9w2j>Y^q7WVk4 zz!WdTKpLH}i~Z*yEaKg($anqT7hAv#mx{H?~@yJVHbpkjFzpR?a&mn?ei z&V2S`r@Q6iWB&E8*YGgAUYU|q3&`6GgBAnIrZ#o5RJ93&zb3XB0!}9u(0LWcogH%n zf4#~Pn{23z{mfedy1HbnDP*kG)o_~aWKaw}DLQj=NPBDY>obe|bh-T~?~dLCciQB% zm&Xp-@Wm&w%<0r@(NcD?01bVigzIE)kL`wvfuwMxvUZEVSAqkq#9tpKk6lFar7s>& zL$62eg#5s_JB+BKDF5COZawQpMD#78 zFHH4SyN;B;*eQyZKaC`29mOQBV|-M|@b}=0=wW|9h0{1iv!^F(|u+THKu7ki*1TBfu#&okAD$iCjwmFjBSX$%wxR_Aa#A9D?Pd|ck% zmvT~X?81?gqaF}uvW%gj+=gVTbfsv{T3a3@(3nR>(U=$XzEW{Ki*IhZ`Dqc8xL%TjuiB78= zR#WERuReN4a}|`Dz@wRG9wkQAm9}8a^83e8``>S0EB(*gn~X9NpfeGmCs&PcotE$R z)v!p0#8A@^A#yVje6G(EEFv7NwqyTG;K7xCtvvr{Yd_d$-z;n<0drB`+SNgILNW4W`xUwNMJ&!0V{lQW0$_je|hFu$PtmmNFe-!Cm^aNz#^{GYGE z$f4r@eDlu}BAox+g@0bud5$n?1jj)Z#hFmxA!N9o45uSgWY(+ku!OKj0&X);%REoQ z0LjJ4j+YG&A3g)aj2bROqm1*f_w2d_OJt`;ml#ju>E)&6LkmZgr$Co)!KJ%r`Gdra zI`~A@o>P^Y4M9Mxo{0GUd$=JK@T*Ft^&e3GoPo)G?L$^Ml{e3Z)s2m_0mo~pt5u)s zt_2(=fNo9x{8=GEt-7~9!Si^hxmM+|y?GSZ$EXxmeY*LEvi6Ke+)L&w;y!^UPKW*< z#O!$Kd;zeeJ$h+tpQ* z|Cxq4H5^P2f_fjH&bfx<0nXhuO#Z7nOBmxk?*}{fe~#rp@09VV z^*<-r zz$8k5kC$Sp=_d$Bg!-SmQkkhI2ri?$YT2Kck-whwkIRS*yNuLy2wk%Er1*d6$q!Ww zNY53)JyicgR>7OR-rnEWl9raPPvtZZ2lrRH0wVFg33d5)LeGGP4ncqtNC|=W;2zOW z>M8so+Dtm~aNu}h6G?zlsZ+;)I<|vjA=vWJ%goG7CQ)OCjUrjm`^P8?6Lx=$Lj0dm z?EZTcTRR0ua1{~l;H)dAqzv(a1d7#*e2?df+jUh^-z1}esnX>y`H$R& zgZmr~undL4+er4e&tVB9l0!lpjCKbrxO9CytF~)MsJ-J)<{EK3>10cUG3_ z{Ym6e#W~lXZ~5fEgm17UE3hWXv9$djeX7}yFTWpn$!^;hA3xr~|AEnFb5!+iFV<+h z%4o4BHk7f*rMJFVl!en?EbIP*^DPO_6q-0AS`(v9WisJKMG2DJ%RwXBRDl-ruwO4i^rT)w%sSLCD~LsXp+M zyK|7SUiN*2F_O!Pr2J{UvXQ4AZdXa5lVa`Ts~`0(XDfwF%~G8w?5$_NvsT@k%>G<& zg?~v8qK~8R^F)21Z0qt_03OeSdfxDbAvgzJ3J{_HK5$wp!fwk~&x#M+*!pC&@re9nK1P@?yp zLC2n$R_J=;c+<|E_T4^9i)m9r0q4Z*aWr?3rzl|V*%yv~3i#zc)&JHgkuZ$TIPf~0 zW-InSRxtu8^HK9p<5sWw1`j?4b%q`GPHz(_C;UHG%{ltNCBF{R{U$bcsmi$rq?GRN zwzuI?t6^WmsrEs;P71Baty*^00cmFS{DVJ!w<|sWzo%@s@a1(>$B}<5%@+1zyK0K% z;P3xK)mMO3xpi9u0@5PVrPAFkA|bg!YSY~ZV zfA8nBkLNt+5%(Kw%{Av3V~%-XP{&eY(Dp?&?tDA?cQU8Bl>PI6zjpG!u9)|*hDyc7bt!?g5Y;!JO zdntY6HF>>?SorT_MfgtmU*9J6x}g#XrpZ)kEcYAVYromQu?Y(~A1_mvjcdQ0TGd+q z_ue{<|7#&m<;3mpRzCkA8FxOoKU2*5G&TOt_jj5ahES3lImLK*ztpyA_P^H|j{U#2 z5(0u!Af@+VN)(R8vH;{2a^v{nOa{kx$v6iPZm{=CR zPovr8U#=H(UG2;`e0X-G%PM<)-@d*_Irw9@{of@|_~^fGukW@e+F*9zt+I{w+V#q2 zrgQs4B;=XbcCfmq6sZ3>{_`*k|NCJU*m#IP)csOyf4I}(XWD^oR~^$=oE0H?uU}Cr z;18*3{rl!b%fUhMzrUuF0MG<<%PkQUGdb(tQX1d$Z=vDd->v*}WvyQvlThjA6(z zgQ=1j{+(O=qi6815YNqVYWkwY0JS<53w(mmNk&1EHkSRm#vtzeRY#Q=bNafPe(d@E zu+YVo->c%+uNe;xWUZW~YZf5?F5Y5va$1C~lx`}ZaB##U&VpvN zcIn*7goXqn6=z1Gm1MdYX99UAih&vt@baPNUtk&tsHJOW0F(@{BOtL!MEVHsjTSGo z)GY=P0jij*GzO?G_!AKp{t_Ge6u`Qcfahz{J^b>%3{Yc`WHvaWSMPOU&8pX&F#FGH zO#uj80T^;)u(Q?v)Y}2SzB4f0*Ipv=B%4eNnw%@SlmVuYttbk`n^<~xe(_B18zdMQNE03*xSfF<$TNU420Ym zAuv$ZfDaICD7F-?3s~FQLaAbve0sj zH_xtyK8ek`(q5^ilJ_e!;HwCbs|!Z#iY3>2$DyDqc(mod-{JT*UGV#uKx*@A$OLcQxP>+Wk6qEALX z8~0Yz;BtTuCF4pJ-|dEg`TW-}ANVnOx7xyABGSG8Z!Xn&Mb$%?@~Dsa^~twqaJrhN z1R4k6)x9J4gi%@U>=nO4mPCke-qyFv-DOuKU$M>-9UgQ1P?@;0+}xJ{5gggWFsV+7 z8!SjmOPd1AV`gS%NGcWqA%nss0wXAZj*gCL@$&L(Uw=Pykb&x;X|M4Kt9_Yfg429_ zkS&lQc)uGWVrkms_S8G0pZvBidIlnvdGx&!t1=0zj+h*#~^oPguKWkv}3o2WY@%`n4k0PGtJIo#Jkz-v? zq97qs_b1u*AKlt&sZL_iDMtEPN0{ZW7_X3{n zqB0R)!Eqh80u$8_QHs)i*$7&RZL z4$AGaP#-_O7@&^c0bNoPaNrvdaYGH;ibUK9DQlkkFtQ`4EnD)ilU^g9JL_<%t!jKN zd4EX;DiWe#6!$?*Np^bkkCIt>t0%<@S=%L*m5M+BH8Gwq4U{A|g|ZJoJ#w0KisHwN z&zd--VzuBR_U4^tlBv%9!vbPI1Ac-yAm9fW@cuM9$N>CD$oKZr>cLMjHH`*0ycZuQ z1S|w*M;j)()WIhRg>;DT6ds??8Y!fs5o4h;t73q#0D=QJbC^^ghdTQofi9?7=E~N* z)m0-X0|ULlfFYm{87T}y0zs(WxEEu3dU|Ay6mjLJJZ;1~f>)W% z3bb+WXiu}#HnK;znM0x5J+5~&4=R9dXCMeq>L4iShH`1?JL}h(N5ICFA^G_Y`hLGG zcU6G>Yz07lD19%DUO(KPH3Jm^xWza@JtBkzIa>Hh0)iw^JdjdQr~v_hQ05HS?KShZ zYBRiQ3><0#$LfRiCmy=sOalX#LD>o7oRXd%MW|1wuwjIbV)r0lC{ z%=+wL{j8A|b_%Afn`cSivEC8YvF6KsV<6-V%c_y2l8TLqwJYONwq^sgHJq3L=NHg% zTHDyDe)!M=I3Gr=-aNnqUmUu3=sXcV_Saq%)@m64c!!wUc}}IY5U7XJyIw-%kY*=@%0)s~;~RB5Z|j zw@6*AIQO6LEQxGFd=alBiR$(`?n5ATG@KoDh#7mYli6ms+xkI(MDM$Fb41wH!$`A5!F6RTfU}BOL#noNwc#uoZ`KJZV^^geDP^Bu87q z6}!(LPM*6?D)8@umOrYjM=1oL6BED>lPBx_y#Fe4z^l&~cZF=0T-sj!`Z_YWt2wdp zjU_W9!%QpA><0bopAFCb1S>6ji_-N!O&G{X@T1w;xmH_SdunE;5C%yu1+%2z>KNjD zttbQIr1wDM9ys3oHcy?jNM+|qNx&Of9NN13v0OXIeZNs;dpOc=gO4S%8l%jyll?^g z-Pzgt^q{Ca*VdJz!-82n=UBtt{-rA7-6Dp-eL?TlC56^B8UIp=MKv7W)x)MsEQh2!9E~LTRMeV*NXS z7&<(??(5^;`R_ar`H{a4u$U`0je^?Dh4!L37oA zlEQ!auh9MG>pzVh8vu)4E$N?Tz)QqKAASBI>zMwrysPc6whxUo z9pMY`#{!qu=(VU=u} zRlJL$xXWSHZAFD+ciPcJLUqU4ChjZ)TnFQ^ndS?#`Z}*`(BqW@#L8{kuaA_0TH+5L zB8y=kF*blJfYucRU=^^YRZ6DP?`=z1%$$>)JpG1=SO^N~N)zq`MB;xn(Y|qRP~muS zC0kd7|13kkly?#X&2~|-)RmkO_xPDjAR;6F>1c?A6mUkh`~X~-flkbLAuF)U&}?F6 zD3KW+2_>n{8uMwYa4AH*HKSku(cC;5y(s84hE^qe^98DLcup^~d%d@n#g~7Ajg&&+i z#0OuHdZ6uJyVe{VMG%4Gu@qg{b^Ouq$@~v@VHGhZ`+yO2xk+SpvD)so_JSYBa}XC4D3=hCfUaZ=$3SNe5{MbuzA%*JVortErs~I zWw{qC_N&LxSM9sMiX&s41g(sJ&Rl+l$@eY)6cn2C^JUp|RuS2@bm;8(hJJ~HI9O0* z8u;dqaH5>m-@{*t-Tpub25hUuKv;y@*w_%vJ~3?P?1P^IfSygP7z3x#(B@K|f_2cg zY)}A{MUx5tw!6%D{0*x@79st!d)`XC)~!b4@rnE7N7e>gRtG{FphJFkZZ740$DLd6 z`iV9B6M(TdSAdKxPeb2R666I!tS8IFZ&u%M8(DdG&v?vCc+C7+|C2!o+AA(v?{HIV z4Q8Qvb}ZKT;g?0OoQfx3W1%V<8p%K}dJe{u4AigyS)(P8o44Ad{)h*As?qO;|KMkn zY8;eB_LmRh1-6jI_(Y0Xrj;dRsnl^ z5_m{Tiy>Gql&Y1T+jRV~@jC8$Obe@X)semVi;^JM=7R)VCk7`~#RsRbpNl8L5b7RZ z>L`f@W#{msKW-1sgMp8q>;WStP(O_)YUr1MC8bo1jZjG<(9d z`*)ufHC?W6w!o3I2T$~9lXde%4NuOAil^t4%l_Jkfc)_q44^Nqs9=*-QS8X4?nh!` z-%D{mB=0XSpI7^kUS`_%ya?2h@MbtWU`-(A+N<~3n%9jb;f5Dzz2F|cdj|)J+p?AI zYdhaoMh}T=>V8cF<;T0bS_VQ`C^{sy4mOoi4&D1sA0%ZWHJsF>T{AT~rSlPJVclET zDd5`R)Xq>zi`;KfwQAs+as{)7cH8{^MqE#N0@`@b&+nW|uT>b(cbSbH9;O}lyY$j7 z!;+ATC(qlyEDU#HQMvsS12`JtJVEJJh&*T#9e3}z(eunITB6jcd@j`SE#=xvk&Hi) zAXC^kiCJea3vJJXEyrbWMxHJ`*j8~cr|9i~8rMe2%MB(Z310HLaZq z*tey?Amin|${!&kjr^^;#|sPsi-y@+`cMuE=8zggmmbp8@*{Hj}$D7Dtb@pxe}`PtPup zh+S;NEAEZuN+b@4N$!6830ES89!X|m*2x390h7(Iq+jGUahVrKMTq3V%OHL&C_K>`+7bBxqtvOSYXf` z4u6RSH)>3Y=b1;|(jX2c(@=PgC>tE@I`%q7RJ4{Bh>D&@bf7G4DE7F*^Wq+fhTxFj z+-bxs0#cA9ue}`yg3#+^xS$TC;LTfUHd}WlXx|fp@L&CqDqpG$GHq3wsl4q`geQXg z3w!6C{gqR3C_*SJkvQav`!gN$6*(rmO>exD)7EmW+0nT_&HaP;b^g>AF2C{DN*dk1 z0R2-oKur`^(1rNVdknlTx2s^A+Zk$rwc6}mc-fFJFbe`ToHsZwO>%KNqGEhBfqdmiR5`?rEVC}`R(#kTz zRfa$**peX6b{l1hVBQC+2Dk}f8!$49yY=Abu`aXk93PnbPB=BwEIzKXEGp{rNacm$ z)Y4vQejAIGIOr8DhHFRRU55Ckh;IV7J+HU;J4%4HPvX$TVX_42Xk3nnGfO0lqOEFl zW@xiQ-9707n6i}Wvh9PPIm%;zcCX=Mp1Y9=3!kX< z%XFFp3he#4w=z*?P@>}mtR`!W7HjmDFw_WbZSc|c%qkmy3VHM>DmcXVkEzmZJuvbq zt{hc|gez}jXk1*-9?Vrsw74BifbHT6j2}y@s~vGDpCS~$_WN@@EaV_up442`?mfH7 ztBU+W78D9V#v=|#wr78Vr;|4Qzjeb~b!LaGq0JijEkD28kxolViJ_s`uTgxp~pvK3^`1a zF}o4Uaw+>3mIvgyOo;&HDa~L{Jm-GG@`G=-o@eaHGG|$t#(1jz`}BmHBJkYz0<$*i zd~V$SQHp^Z+GRjvQ34(fV?gOv=YF(gmHANnY+@{?Jl05O_j|YOZ6gZ+HL~C1;V5Q3 zAqnbMVX(x$xh2mh*TT zHtGp*eFD4-{~DN}=KcBe$C~|Vibez{{087U&8Don?M_=FL}I}P17zz(sRmxxk_VB| zGnPcXhg)wi1AcB6@K^K1*1L=c$HB`}0H*2zx7}%dVh$UY;R)8ppLw9K0KA1a6Jd#2 z!lM(_74ajo0J7ARrYP6l+*|7l=o@a3!a#({MXAtA_tVh~GCV!6qtRCXQ1``jK-D>1 z*%_h*i{lxyFY8!VcU!ag#%^M@^QnWEkJPooWqNF77ZjXhz-6Tv zMEuE{+bX#K#4lhH6$5?|P-$UId}Var?ba{o8gz14S`wpzZnd~p%lk-Lk0auX(w)RV7ATAvpZ2xEtmm=!9X95Q1 z9;k8k%G6t&^hz4HO*utDBhdxA;>d{9o7uFx0{Z(1w$@^n{#aD!AAwfR>jR9}m)Tv{+>kTS(XiWxR1|-`TrAazMl-Lq}SnI?Q8GiK|zxVP!Y&Bb^VGaubQjbYu!$ zhYIti`Y}OZ=5d3`(6tg8UPrnHI$7AMJ8iWIBuO={J_XNeFs|OefZ>n^EoScTLB%hh zAE{4#s$-C45s>+Jgw^zXh<-ZXoJ)52y!(6fx81zhhQm7ncus+MG`6sSA!-q=u;{ss zs*y24vz9g#7AL?DlcC$DAJW6}#Z_|{BtmZT=Aq2~E;VXDld=UVi{)Z?&e z`*KL5JwQ`NkTlRJ_4NMc=nQl|KXNGjWn?+kK15#;Tqq1HDT|$gGRB1tlN}@mD+Mz3 zB8eribei{hZwQTZL5BPy7v0S;BnLKF`si7t`tvlJ0-s`?u6zADgUsR7OTGs`d0y@`oGuSLxStV>fgyvHoj&uyxt8x6_l{9&=}mSQ2E z{%oC(zVG$kTHF>?)Q5^DbEaT2?!sN>+KbiegB`|IQ}lYMV>opP^&@dec!5`MQ1Cx? znWd$r`weffPy<)pwjOS@UimyjQP-fow9o$KQp>;HtekmzIkn}bFSOAAM7!nkP1c-O zE&re)2LQAI+VRi7RvUVX^Ra?Gxda6V@9%B|!N_Ad$+do4^|4=OGHFyj6wsf=d2>q>T9NB5B~C=W{#PoaC9hFsQ1 z{9R-06O{aR3RcPRlg_N<9DL-D0geQTq#fGJdYHyZROZs=A3v4L2&E-F3srvRmLSPX zI0>!%+@NTal7Sx)i7pjF?cAvn-j)!Cg?Q&f$ZA7VMoJ(ZMZWqyl^bpn0gQTk&@!=t zb&$(>;Vr(PGa2j2lSj(1*d@yFtoP~0C)dx*l3=nhp1}mV)F~Rgw6{oWp$und-b$ol zDoW7WZ+9v&$pPZKCkbPIjJ>KD%3S!J#6<7Eh^nqKO=J~Js7?}C2tO$;U$RJ$wxf`wyYLt^_%Y-Uzvhm{6pgc_-MP^mXcU=P$|Ac@iieJ5L zLlmW@9|LC89GF$l9^7CBFMb457DJNtz0m!m*wVA^d;4jICwQjhNXcl-22(kcCphR> zr6kfFt>R+|n^YoVlV5L9bNe&%M2&q_P0W3Z?@U!IiXXz#iI-M_W~}!z0`2^KS>9)f zK>25w4#sGJ2TQ53k}82-?EnFC+Z|uqBR;XO=bU@G$r1{Qqu}hl`nfG)A)gl_o6F*2NJ-}j#;OG5OOx}xkDKCWaDx)b3Wlw(bF#g8hl_CTT9kux*fyjWxe z>)IimlS6rB@n#X>GT&f9{%4yy_ip*fF_IV9b&GC6+fzczwVs_~&e z36_SK&B(_`kKrCA;F=L4A~A$U7bBwBU^!B?ZfymH>iIl%IP_?QFDwmowrb03KI5)D zqCXK}*X^s$gZeo;jt^JN6vRSvi)Z2pWSEp_oka&qP0`*O2Zp{VCFIzWo_<94sLW;2 zuljA_N6~rH?xu%sLT;)lCPfv3_yTeTNy$1Me&%jmDQTAA5R{%CLMQZIWFrR4SLRqy`!HtUO;yk6gogF95WxUe`o62gtMLz0g zUT+#@xoTjizT~yfityv_T%9}Hp=Q;mLPuDEr`l(YQc_yp^Glpx?ZcugxNHIqZ_$wo z2xnUmI#Irgs~SO=>|`UEOPnR*97nE`Vz&BXqTYoZ`hJj&yn99>1|8tcX>3deUJtZ3 zi-up-o{AsC4Y1|udO*k4Tr=y&KnTvd$@rClP1oQvzN=Ql5$!<=0z|WltxgBwFifJH zdCk?y6fDHZiGY*NweO!oCaSndREUzH>efumv|=wv$g6ht>j%CYiDzW6kRUP11^Zj~ zb_G7ZS_ynI*W^qOx8nusiQwP#AVhyny!vxryYXo7$CjK(qtE8ZQpWy|e*PI19ZD02 zngJVnR1a^Ro{=S*|Ag~@qI&QmhO@?!;a4OTIbSgM$`N$$A<)qwAK3A&uR~a~#=q#% zTUm#F5_%r-jpS^bUB5ZMbs$OZxj&ySP8e~!<|QAhILD_RT>0fP=ej~tS?sv9IKdY$ zT^PyE_l zH-EV=qvU-*%iOkWZb@1~Fw{zO(T=Zx7BEwvJm{ithpWi<_t+A%HjPm|55uexSw3W7 zl`E`*jA|i8+9cL!>8M8YW?^R$sCmi?g<JxNHEgs9e1Wry60q-VVkcla1wQOz0t zte>L678^9C(ZgjD06! zl15GINiB^^1rrHi@CO{2oq!V$yVVV9Px(8(^i5E#Z2q3FMaX!4b^bJ%f4BJLx&xZDS*7@-r zY%kl8%c8nl6$=N4l-hrlIuJJi?zn}If$}3muqShoo#&DN%B^6!Hzl845)X|yWySEx zl2SlxM(PS5jW{3dPK(usNmx>qX=sI$M6=F97dh?vt;|G_T4Wgb*s62zFc6d04VbgH z@(BnUIc`)*N(SYbl^2xCjV~+=0SpMffFgX+fe((A{aM?PNb(o{`B zCOWr66;kcB4=fK?zD1l!|0fXvE0+b=1et@FEpR3cH18#W@REyPmmT>Q24PJKrRO2z z4~D8smRv?f^z95ao!#FKz2yM0hQ^q@r^TCTPZAfS3jybmfbwiTouny_W-jgY+i?09 z2aFT7-w|=mn7=E88%olAN(}I}IxsMCn+mAg`Jv^qt^0zDVX9w3olas%Ptvu%uvxpt zDBsjWW^CD>TZpRS^>7ZMi|ax}1R9@xtY{Q`w8>9^KHg5S-{GBj+%7Ee6JwphoxI@# z10tfLkj9oR#(ih>#ZPd*8K)8OhV2oA4Glqp9#9yGS)~Y6`n=OaJG(UsKh@KPorw6i zo-TVO<xn^mRB z6W~aqMkSzgUNtt=^m0VMlZm~cMqIUt*U;tXnoEd;8#*&G11pHMbFCt#5BGQQ^SayIDU@LBY@jhrAIpLyy(I0#os7M>`ocp){TCf)x*uKF{U0J|^!*LcA`) z<@JoC8ahG;i#$=u)UBlhNfCjq*b#OGTPDJMA3j0BCYl2htVYZRyED)l9tyWao;3G2 zktUatwumb4LQEGIt2+1*Q&;3sAkzOq!cpqZQW$2g_v!=W8#*r3MwTK@JFnDX^F4kU zh(XRIn4=R@v@|6NbcqvnUzG7NlrMf%b9T)YOX9vgcqgyvefd#Rh(Zmm_)A>t!~G3# zt{Edn!b0tlPV)24&lJy@8;1^3lUcw2v-OiBtGy`n==Yo9efq~FDJ)7F@3&(Af1dnL zU_I+4M#Ksp28Dh9$gUPXRL9jRj14DQoK7K(C1B#@X zG8j4%LYNy|7G7q~rJ9}bIo1ikEDkY}R#nt4v#^2f+h6Kx2m4BemwtBQVY)MGhGjWs zkp(4Mj-XE(%x&;E9i#{IpYM3}(&;lqdiG)j~Aus$gy%XhfpSLg@Kt-U0wPQ!cdrFh0a@CSlXqafz;YMN=-txx?2q(M3C4!fATYl6MOpGKQg6xFmHm-R%po9%>}Gi>;Wl6J_d zKmh$H46MveMzdZ+CMvod%HqI8=gmY70hb+Ig!zn>0mkH?NI}2FEwxF3{WonA!AN5C zwn+w~2Y+rJ)KoC#^^lrwr2y>?gBKPu&XdH=;$wVw`!hk8?>cz-D!8<4^x2~Z&N`?) z2f^zC-n$TkHDJaqQlyw|zW65woDRXLU_B0^hXVB+$cjsV|I;p`)mZbGTl}p5TC14F(gUORJFm=+%JzM+>0(ZN17V z(Rh;yL6(gy6`?Q!aebXI; z&bU;BPlcs&lT|7zs`*9F{yrhJ#fknlIC$k3ZDVyl!j1Oh$M*}$5sA0 zzdH2&Z%EGPoEKlL#{E#kkDZ9JEK(me8)*~0sG|!lB$p%!o95TrML>O_W{63^G$5M_f=Q}Tq+z*V6tP(=f{3k>YaS(%az;b@&n zH&KqzpJ&jjHl~xZ!KRi>Zx84ZU7~xo^!dwZ?Bx)lVK{^OLQ5n(r$Dmgzg zNgln@4Ln(SSg?|$)^)g?5*msiNovJ=TI#^5fWr)k`wt^EDpMP?*tg=fKGHIZjgmU) zky#e5{uS@Y`p3cK26&oXkRW_MCNbOe7!=)JlZ%VP04R|FdI##sL#yQ6*dU8v?c}>o zy?co->!+=+bvYPW7ceL@+aXmix?1V1tR@<0?3h&=sH_-`lj!JpD#kQx)8a{ySdZ&- za*#dEVq*#8CyaHqO)INUMa6WyQ^K7KSE^rY8P*fknAe+1!q#@IlD$_KwqKKW?c#*A zG@`;26}WBC7yY*Dv_)Rx_q=s8-hfv8*3X$IYS9SbXJUUNp$ZS*OL04rKJ$`zEHHxP!Ud}G;z8T56q3~v+=bWgowS< zl9vg0wBmkQE~&;gz!-iP&q&EOs&c?|xU}cIvs15unldB|tkNnw7?_F=+%9vP)f{wVg4X?Wfk&Iy2vvo@PJ`-p^4M?3;g@*N2HafbAustTM(A3q7t}$%)vhZ+UWggZMP6VZn)DbdO`#aaHe1PVcG& z+iqQ+XCz2N9061hsQ+(ZvA_+jCI*%+BwK$Tb_%e{F}cPG;6EsQN)c(C^jk>R0bu4w{!{%8jWAK z4==dJ^-1-D*e~F^hYxrE1@>55-Su5nZ(G5E8(d~f9jfyYM|_~)ZanE2DEjMJ3wEJ0Qppk}nxCx~Oq79={q;j;*%y!+U5`-3+P zl!@EHQ(xld0g1x3e_Hszg|9%{9af#8?zw-XZUoCE0SGeWl^K$?);d)#G9IM3gcWK z8ym}81Qmz7?cx@Y^-#sifW%@bI5N&dchc9*oUJ@z1w6r@q_V@Ly}=mS7#dE70$q!N zvXrI6%7>Pevs!;*O`+c-h>%`d_T(#gB-jjUQ&dIy7nE!1P$F;~>bRKcX@}Sikt?Xl ztB^gBZ3zpjE2Lu8YI(=S`Euu|R={`aW$F}9qfDuWCC+n^@4#RTK0yIw@8-bOl;7mv zZ6m=r;=U~Sxbxw3EG>G&wT%8ydl1aKlosTUSvA}yZb>V9|A&s`fAK{4fkpW5wgL1X zf@!Vsl2*tzRVuXZOB=_HpE5?XGtPD`TYOiyBp)Z_qBFK1uT?VMoxigDj{h63^@%sPH2Oc?jyp0bvO&5AhMQG zthCY#?QMwp$N69s*J@>ittp{7q0$#I;>uBl^2|&z1_>4`1gvI=tc=-jkpNt4rA58FU%PWy!}vqhREUfg#jXgX1NdZo zL88I%O#jQj^E#9?{*DiCm~gPr0;iBxpvM?rujR|!u2lGvQUU#tRBw6gIA&0I(b4$w=*ofadI}s2b^$-^Q zXhxpZ#O}jO3)YsMWRm52D*3J?w|2*=aEJ3{B_%y_nznS!1g7S0FwFtx;~_laT2?8$ zaP(m+6HF&@r8?wx+=1d?2oxPPvWV9aCd;IdI+4IE35y`q5N%^Fai`TmG=R?@TyHr? z!Lk16*hKF@Lebb%$)Xs^Jm0{XQ)A#*XtGK&!oKCw0x^?}1-d~vuh)JK3Iv*7mf%fE zzI3yrr8bbgIsT!VI(lIvfzCfzWlNIoF zrXV3t*Q&IjKnUtV_~lew-Sg!umyZ>B!-L|sOVij$tRBu>z0{jpOs{)?*eRR&|D+m0 zh@ana23~Mr7zSSGx4Z>Tu%TIo*POF&$O#AtTJNv-d3c%QWJf~Re|-5w9NVsjHj`tY~($diR+CnMk+e=5#;_#!{b>9P! z*OpdRoa>l@T~#a|>)&y=gPjxlDY9B`@~zyMqFZjCxL0h<2mZRoGNaUV1`WChZY0%j%S935R9 zRf3X)znnpzh6>-91W*&;WXjqsB_a!#Fh1cW_*h6amGGEJJ0z_DnW*@!vetD}Qy4Zw zPBDrkGD_i$I*s_s#Ox!4moefTA4ib++8jP=y(lD@X0UdVVT~iD;nV@Znw5O8B|P6- zYL!s@kt+c4j!7m2c|=Cqv1TTgrUs?bA(MKgI_Nw=eas^CinS(ufa{eArP^c5_etPI zfPRN7AdVdY%G*o8rHTn<>N})^YA}-n3%(z)L=7rk73dI#XTIprYfTgPei0R0ERgOm zkmj&|nq0UL{_QC*Og`8-2#UUeyOF{vLm+7yb@~)pmtiCO>AAEG3PhFCFpBQeOhPV$ zbgWeDOc+lb2356H6B!99TS#Rmdn%GQEt=eZ$t;|IAe3Ze7_i~S!6GF8^OqhFLR>w+ z>Zv!rIfks}UiI#rZQBMQ9L~KE1mzBhrEoiJC=|-#l@8LGiy|e4V}OUA09!xAmB+E2 z-iDWJ7)qEu)x43|ansnVF1>69UGsU;I$il51TQN@Ro7+Gj1kLzBG}JlLvog@cU|qS zDbkG=#YbL6VLBl=XRLjifyznhF<7AyF!#iypo~<szacO%CRMW0g5#%rf(pFu zhVKJ_LLpqEvM&5+y6oyUj@`HB`+{Cv8QP~w!YGiUz(K5khnGo@U)CBU#h=rcI7j5; zs*e_IXVd2m<$7@yVDnrtNgioZm+qY!MAGDi*7oCqL~}dg99qILeHX#3?CkNET#slx z3xuT?RDZWlZudN+d={RPPUIs-N6!F}BI!K>V`@+ujW}3{KH&;q@8m<()K0+2f!aK& znzJl`KTtT$r>@&Lbkb!L*|u;OP!;|U{@^PTv$2#WT<LRjRD2 zQ7Q1@4~xZU77Q2)gF3GknC+UNfwZ%c_n#W?zUYH`{JBVTSc)E<>PMLrTeCqmG8bI ztjaS+{`ajT)zxzW+z^A$=6ar;NiI(zodSe!o}tri8zE_y`5aE7kmne7v6t#CsLo7$ zmV?YOm6FE9!CZ@FWo164fw`6ibdH`ByJo;R6{?Vh?=O2Es71=j{g{%I8{n zzd61D_%Kix)_9(6q5Rp(?{W&IaIVg{X~+=py%m6Gj42rz$W-G8sZlm%NGn2Vg=+A0 zv8bSY01nf1x>jb4kQ~X`0q=Z^1WB!sO7uG`vde| ziA}*$iXf;%%?QlTa&=Z+eLBQenez`Q{p z(95TUx3FOA^?{8?yU#eS+&wrUS$aJn--Ppr8Tnx;+k|fEkS9`fAXPA7fDpy0Rpz4= z`5`I-YisYwS2hbQA6bx|D0t8Ok-_dkNpDwiRU8fGH4`brd-;y>ryTmDM}$3rgwxDa z@tx4vMtHLgFe`P2Pf8xL4^Hp?_gWfBGpPkB@3!_Wu|GU4_G=mFxYhFS7Um{wtv~$T zcZu4#N@qVcfZj$9H@r&N__+zRuJHLD|~hUF*$ibb935bN)LZ~?{zZaKXWFS z3(p-6h*IljZbz1HvE$?8!Du3G9)Slknd+1+lPAb%h|b2^W{?3Q1A(62E7SRjsa{(5gqtrZX85NcDapM)NxZ@FtiJp{*hnD6 z_2}E!w{Z_xKV@1pH#U==zW4K8 z>*ym%<*_*^hTw&O7Zg%c6MYyt)1=8(ZNir1yqxq1*sa5-=m6RQF=iMOQ1--`nytk) zLkLyPV(&2f`Xs_tQI1NDJrx=htqTmpsI)K@~b4j_eB{OK3~a9PjUkq`nx}5#8sF===8MB)&xOyG^aKnMBAU3sho#)2W%JxKu~9I2kVr|DqBo{`Y)zEUv3HL`7E;Z( zHHp_U=D}mD11=)7qUS5`o7Ikd-c1$dLLNq#%%0^v#pL*!Wz~f|4HQiru^ksA!awlj zH3`=ndIthZGv4wbzx=!DQ))K#@Ue4CluztEWv~+2NdM637na_FLy>gu?F^LEfS|FT z?#YTwCG)MG+y;QhSJ*nHHEimO+FYn?8rXCa22Rx(g3hR)@r*J=c9mFu$bB`k;TNth=j7a1 z$Mp=m*2}eU;k)z64JYNkqOdRwu2d{JNq&p=>*>l<#fNjnWyE@qaVxh=(2D@)OPx3=wKK-^X6%u42?1DfB5-353q;i~Xy)evv-Vs2cHNm99pYU5P!!chgC*{c6M>>3C*T zuiJ37KXlv5ZRr_qxa8WIJL)t1?Uy2QEpe~PFrfW;XK7SiX7!lK`Wejq>gBSzjMA|g zLxq*pU9GBk{g~$A6{6HJ{%>)SR;RSlkO~RSUuSvx4)=MM%jPgjD2L{$K&)e-PDV{B zT>%QxeK7Vn*=H5zszIZDahC;UlWVq%w?UrbmNQ=xzr0sLL#)<}0Bw>HKq^i&eEpeN zsG{5HGexqA;NJr`_zXDsEGApN@EM2p#lrj#MggPqb4i6(i3L__pH(Loqk;+PPdU8; znR`h`Fr;hPwrYnki~2v}?YK}Z2#37?%d~D&F3YTtm{0)A6Sr2;eyS0>J3Y;9qJ_ep zr}J_^i!k1erj??a`sBbnsL>HNr-U`HizSn^1A2fcu9B{N#FVWr*~Hw7YPH0%YdAK6VK)yumrV zOh%bIs!LT-Ju@tJjaPoPZ>M;d@(U?7v})Eo3GQt~LTnM!evcMrafV ze6N4iM$V-5O^3Pe(~7@6+nrfOCa5so4nuM)@!Iu`Ex_ufcfr9FP})5fTWDVqGGEa6 zGRQb%POH`>Z+rR?oyGP=Wb=v_U{X}-29OESbyU-1Ca0CXpM$cl;L|l~Z^EB9gyD|B zQ_TT{N7Egbe?yW^s4;`*4!gdI!2a36!xiP9pYsmz1Ap>$lEq(x_TZW0zUSU? zh1RMgyKX(-aQ-iG@}8v+tqNlBn%&XG)>n0x zm9_VkeV<7nCev`u-^T$JC6b+NP#K#ab6npWa3b`Fc5~5Ux zf`WjNz}BMCb*=km?FyLxt369k1cPxkay-GAUWa6LkL{S#KFtRoJ$RE|4zi2I=k+ z5RmTf1_|kI1f{#XySqyyq@+7V=>{d05ZKRp-+j*6-#&9J|G{vK#hlN)?<HyCzR9i4w(%I)~f8?MhrNEzjKQ|2>kZ6$q)v4U-aCUvIDm%vi9F@8+NdTI?Z z3%Uq2c-LcImn}Em@c_(PtH-mN)*v6tyxfkN$b5n+QjH#bm?B0vf~`ycfjS;ALb1i+l(r~~vR zfXnaxvt|dea1Gi)#q}{>ph9m=0w{CioQ*k83x8hxtQY)?fY7p0RNYs9D|1pGKdrR! zpLMo;!06%qYZbb*ATK3BQTdXVx6p#qs-`ocufl=zaOL_9-(#HA7E>9mf}Q@qgg4Rs z?)Z+SfPEFvIIqiy^h43HZlgu1iIqAKFD)qFC@UV<3!%_=J17fSvy~DeKLB6lGKkGE zG9`JP{@=$MUjh`8v-jLm0XGH2LIF<>Uju8Pt(XaN!#jKNnpnT(J&vN`{z`R|L>rAC zv3%xl7+=zC9M1H*aiaK^GI=KLFtzncbiBxM!+qwpEPFIpa$G~De)tWTjinHL2Gp{! zku+GDKzjH_NRmhj0X&{hgo*p<%kTK~=4@8NhywAPW}TWsDaW=KU0tNVR>waa z=Ola>zZ_(ZopY`m-#2XM{@rLI;qWc(P0`~Aa1vYr=MxEcA8&)9`H1V;@**KI@%G(8 zetz61(8bWOfx|VJViFY@JkWvDi`89=KnpC$U}99&)@%I%&KA?Ouqd`GbN;yHlEA=JpZQK#W!N( zZqWD1bb24KQep6BX5s%48~ktS!E1bTI9)0b&>#Tz0^po6wYH8>q53K+jtQliIj*iMQyZ)yw0V^Pr z&`P<3L}wK3BEzwdJp4npK%dB(7$qtderT+lim#dkW+qbMvold2UD!Sb?5~+8cOuuy zLgo`!&pBEg`I}%+4J*USra@4FMMxIeMtO{88^XwR zCU9K-Hy6OlR*hI@ny_&_iE&&*jn76!>XTQo>I5IDq(Wm0E+!yD@%!QMiE4aw7-emT z5YC#h@+(a`m`|K7c$A$}-Hwhe`r?jZ(*l4~p^+LxosGuPR=ZBUMvpm@I0|}KOn>~- zoE~E&BLDxMJTlD5aCJ- zo{(>yE)iwX*ED+-+={-9 zho)~;Nid=?XL$p&8RLhfjU!+-5uL*g;X$~>-s;89YJ`iSE57BgGx+z4&fLt2*t!J6>Z;FI{t@ z3rlwPhGBOjrNz$LVKdk^cR*L>;8ogK+s&-me2N4~gKSwF@3F48F{vsjO2~&!zh%6HSC`0qb5&@FF+9SOBq!y&RC*js^7;};OhIe9 zSzR+xTF!q@ct_g2`|x&a;n!o&Pnog*>hssYsC1CFRZ8vu?~j*3rLs@=jZ8e27lGph z@4ArU>Ho=(Zw|&%Q3O!t%yf&m{r%x}73<^|Z1T`*V$ei_afLU+ z9tPGm)B6ie=?ccCRhGB^wqC;A0-wppNMy(+bVKsl&$P#5dyi%Ec&t;t@df~; z(DMh<`~1-RDH7TA_=>&vAJ@TD?vB;l2crCcyY%TLCRckn`L}T8%DHCXV4O4%7ZLLF zNSpvYaQ2F-dX=lHYP+}IeqtL(dQlFkiO8FTdQYKjwZ$>dU7FaUCMlf? zlI+r2aJahiri=}xeQBGrSgh|_I>c-eVM!QX^6pWpE=Y1kBEiRW1@&hPnXYetVG6fL zUm)O}^cl*kp`m?826N&riZ7OZZauJrc5>riuB)upsWB{NU{5C%a1EiB ziAzu}Uu`r;1VJMOU0uG$4#a5Vv5XtrMW@l?^K;n91S-mdb+)hoBMP^5D_LhK-eQ*w za^wuZ6Sd1iS}ly$oQRUrBk987du(JNSL!hPX?8nAB_9T9w;+y~fFaf~vZjl`k1b}% zM1QY{*cKOJ=_wa;Y#qz{@MX?RF96Y7tt8*PcS0zoucM8yzs!XH+FYYUkvBA_;Z}4| zpiuZ15I<{|i)#-ywP1`8-LSv4KO5`BP2K#7=TlY1^TsobRCrsJWx}f$)%Sxv0wSya zlB{;EdJex!(0sYd6@dA!K#tTV|N9kt4#St=76jcx`@sJV;M+Aa-+KbDZsbB68#Eg| z)w7KWetI;q(+*2|6Gb`MABxaWR7=FL zjFvi}D$kwC5F1Gllc$#+(ypb~AH}j@0hj6{)~czgF!aYvRIJZuc`N5&=EN{Xz!1sT zFr0k3P%y=w8KLGv!q!NxHk+Oq-a#tfP3m{ka5b{c)sNou+g{N?O5tARop)G$erawF_~o~oo%Gw`-lf!s;ucYAB9R{oqN zj7XWnT`k_G8D?~nz?^B_rJ7>gXi&uu|gp)M`;`%rZzF?PL^v}LtRZ|QO%oM|NNu8 zcznyR-G9~lt&~^31R)CF29`7E{Q|LHKKDoEm6es9OJB@6*8hMx3DonA0GqfsusHJr z*U`;Q)SAAOSG&}K56K3BpYylEPQBSC>9l?Oq=8~iV(g@}rhv~LiH@W{DTn=W^|Ccm zZtl9Z4-(zr_6qa(U_#oY85&wCcz1M4tfj8zG#LXCB~xLiw$vq6!z^fB1?3PW%OJ~h zG|35yRqERqfoIlLRhtWy8aaX%&r^$ePt5Dd_6+cD?~sM7lc@&>{;p3XK93VM4#P5D!nmQ+_y&PZ868|KU=g`gQ&9G6*oc>cqMXlRSqppK@ zg$ho?g9;h-hRt#h^5Bc=jln8*hPL={o;@q%qtN%=;#^s2iYW?QmQj7PSF_jam?5y! z1cQEJ-PTy_x-=+37C)&{TU`z?f2yp_BsUz%>s}ASFT$)RCf1C~$w&66i4tIxhl~WY zRp3QUu9a768o`)Wn7Y0HYTn>|@w>kA5*IA0K!RO{!l9^ze0b8FK}f*jPM?;_OiYaH zal@?z3juw*(8CO%rL^QG8KZ;F9%*)ES$i|}$@D6h(BLUWWh4x8U0tbwDyE@7WRyL) z|5{#$b_Y?-V`qh*xN7=Fp#?2VMoo}@y(!TaD!AgoWW@7>aj@hoAGZ$^c3E6;NR_;= z%SvQoq(p*;!`G>Wb>qhDvY=zoqH@OdE**p8gi26CvQidO!n2|%s!W|ZgI98J*vZoRy%>n*78o&)av%XF5iLlUfB4HL z7nJ);&Vn`M&Nq4mbCC$4$!VL;>pL|E6GY);wX3RVD~4zls@yPaJ2qX_Ji<1UvQZ>l zo_}B~@^N`$BnCn{3ZRFUz;fXaw?nUeK1BLdGdE6C2~G;*EP+V8*#1P4Xs;@21toI@S-irDa9xUs@Xc@5_K0esNqq<#fjJ~vSlsS?t;}8~^+UkIAfsm{C>6 zAwr~u_>G{hXBLPv+hRpHUm7m&U5vc40x21E3b(Mj|E1A5umAkH1OXOvKYwC~5{l~_ zfG*B##8sCiuipIf_U7qK?uQ4`fr^33z!x2w#$~}$sh9DO+JJsw4=Q{Lqh&PFCTMcgY2J> zxE*IO54wT3K#Dq4Hx>Ws-_GgJFWDeD2ZX~#4w)fQeml4V-U-)V>jF^h9Yni|tEjw$ z&U#R-mCxN?`iARkVleOn|Fqxp!^T0i$s-d4w0|$-(Ln-=W#ZX{HUJu*v;&HSBcb)k zKttVhvb?y+Y7;Tzk?V1?)cEQ7N$R9m4W!7q{{Hg!GWgZMfPMVP1F?;}J+ItKxmeTz z;#j35K$iW99m@33p`(*c`Sms4w5Fo?(`&YyTYlI)`-Y6RwBD`UbKK8#Mr#TPkWe$G z9d7*-F1549n*D?HL1#+i8Ca~|+INDm^EiaY39tnZur8U_n#c+I3H+N!V#I-V2rs{@ zPm~BtALA*@*$_9vbC^JX);JgNB+@!4jHo1dbdWsJt zZ9zhKB35prnggZ$qrSxfuky5Aj&N~BUE;!PSuP@}PoLfbWvdX#aIG*5Id%zlz6J3a;YFgA{^1!%MJ~^h{AI?(#jcu zEWYzGk61ccV;eTvDhIh?EgB&y#WW*#7!^3P@FF$_>!2cXA@;Pq?^%7beT#5)2zi*d zRG7|2J)v-=*8p(1B#>VwWPN}SKl&y@K zokCU=mv@{>?d7U`;{4clM?=H7{efKJ6%DdyCG6Q(bA?o;3DxTfeU{RuTsMzDF~gmm zWum3Dt4)hL{{(UaKRS$hj3rLnkqXdMRBF{6|H;S#2|D5A+f#3T?*eGmN!Lw6+?f8) z?~Q42oGX;U# zgcKkse`Ro}mJ(K=*nUvL*Dr%t;tr~y*FEvB@epzqcV6P+$KkBUBs}1a4Q@mVFTyv9 z8xj0oI+pG(X(&j=rja+CSu~VjZcJDGxdlGlFd4NO!ALFqhBG^AVJL20&|d=Kn0Vy7 zpIGrh%;+#L8;}7Pe*XMmWYvb^bEPW(pYr$S{71AAmxQE(?0*d(CwqUC&hQR}Ewb^J zUQO-XAqfu+9kA#u=jUK{XQ<46NE)_01q8C>ok zvts79@9o+7EfVbIR@|kGFb=3=I`-_kYI%$&hOJu-9p!Q5%5mSc^Izw2E6C9*aKEW{ z*>ny;uQuYcNe6wAIU424P#PdXzO>FuBQ&I&8o=Va$@%|ifRh94lzHzgEC4)^zmK0^ z*x!eFJ_eIK#g@OHMq$)^h#IFNbEqglqco&!ul!CuTt!-5g#Y+bU*Aflwf~1X+mTOh z?T8uas;X&$6xYnQSy#|8V{R96@p=HmrMz9@t>s=_=e;kJO~3+ zey%;yP4Cx^KDM`9+<+Bltq(06(Q0L`i9c0{=KsEUVAnA>ZiipD*<3=GZD=W@ z0$a9xscfk_D2xBk5}sP`7Yfx9?5RBMs_^^Wa%}wDe|^{d_M!Q;^PfE;BBH{^#>P{- zS5N2RK7h3#c>L(i-yxehY7sHAqY(FFecf;9Qm6jY#m(N*M(?NRqMHp_KF4)gU|Iy2 zM#&e6A{+7p@NJ?w-?u2UlvPYHI988e&3Wh89IS1ZnN?<6W!Y6oD%5E3LFz4H?6M$P zC?dZ}yc#V`A%u?3MAn`RgT@=Cm`dVQ<%ttVG;YL^Inq@1?|gcRw@S*HFFEDd*hcC6 zhO3RH+P)*fr#1^N&Lb>pAaEKK3$ud&7E+i4Y(aLNOj($d13&FOzp50AcBUr0Y@Dy# z0THelNGGWhuLDJI)7Gfm;)W{)qESPm!ywKj!>ctzt2J`Nmo^F=JVU`#*11L^;M2?< z)TkDF;etN>xeZf7zW+93>NX?JlJWSM_6A)fGGqjp+68>C8AdIVK;g3s$T?LrF?nWQ z9j2so;sa1D5@iERs3l|02_{#m{EtHVvpqX!&GZ_10Z2DX5ja7$#t!_M;*k}zg7TL$ zC$gi{xl7D`bgOtR(eJPsnfoibs5#Nm9G1R9!$a!8?%9^NdCrc8%YhGu-9_*3rp(~x zEmP``p=FD-4yCX|X`;KP4RUyOg-hm>-+I;WsTVJi?&=-OV8uZYIUq#ookz&cZ?DBy z%}fdxh0~0cCWt`bAA2yeZ9j@@qvY-Gd8b(dEVzWsRiD!_6=P7#%9XThFKw(-pvnlK zzJ=6+XLRoOgrec2o;b3eg#J1Xxuf}thC*zXGcx;&QTj{g_E9Gh` zi>e*M*GBHN{wH0y56Ij)#V0OyKaFJ}-=uNNk6|f)@n-F7sD%vciJf&9Fd>#1%Aqs$ zDlP#tFW!8lXu=yDtF7BYxR`QNp;GT!EwwkVGGMc;;E-SOeP_#dNJlo>iLrE^;vx{K zXNUWOm25m-u=G+Lc8x5aNkTo9rAcoshfzPLwN}b#k~V052r0O2G|f9PEkees8hFcG zTb8@_8-4B7%WW0sbPujT99G2Jr=7PS$1`^&e)@RljexAiDL}G9GBR{RrE%9gVX=VXyYuYF5xXfJ}UT_Go_Yn470!*2~z+Ox*m2 zINsZ^v2*NwO9AJ}G0%wb(l%G9DI{21sBQ9|2ak4Ihh$w~OHIJ4VW$;NW{Kb%JxyID zVddY9ia*vwEfqQQk!wL2waF|t&;F)MxUw)dGFY_UqUT>)11N&NGNi^vzf*4HAKVrT zT3;xk$Ws-KgHjd%7;Q2i!2r>TOAQ}fWM#kA=g7RoP@Sp*pU8S1AaJ)LQ`|ux9;lMH&&b}y%tDF>ab{KWWmMUQNtNBc3(>c zxBp|w_t&odlbHq5T8LS3Ce+&#SnqXF8Bvhl>;5V zw>1JGWkdAp=Zx1ybUm{fWpWMNLVqk%5rA31|-EyOS#EyY|kt*Rh%>VPo~nH1x}K<=C&kmomvlG?^f^@vf^uR zUDRh=)VCx$rIps$EtZnXQGL!7@C@iFs^2IUc8h+U%o#3}ra&mgl3~B_^dLymN|qL3 z_w`t-BP|f-1zbc7hgL{`GBmJIWhM;5!9$=|7i5JW{X-OQE7PceXY+Lj-ppGEwJv0n z5X&B}y@Kio9$Ou5PF_6AolhxtHy@tmoabszV`ZJT{l?Lp+q$XaultaXJ@ot@bEdv) zR%e3w&?oZu^V4s?ZJc~0_-ZHWpOGFHXNrZY0R6j#k!O^q=eZAent)SHMoxl+1c-g# z6lK#c`|wE1LfOfkO79?RXzD~I->db++^8Dm03SZtMl!LgNot3J1{vo?YZtQ4#&uUj znHypz(Cm^dv$vQNlQPnz!Q5n0O8co1P)%w0qSln+l1`s5=sgJynb;gw%M_e>XOma*C%kS(N=1?wMe&`nM5^pq5p4=jjHvD*( z_5H(73h>7RBREL$-T`$7&rRdu-6Guvc10;kfDm{tC@)7Wg~gfc3*AG1TK>v|_qx_g zmJT;A#DA4v2rVsKIW^q@Yj7=mIC`6c z!eH_6L?d`tbWi+&XON8*zH(VgO_I+#_QU2JO(aM4(&Mf$-3;nqh#Bs3Bw)B)F^_jS zUEu`DRC%gs|JXKv=;PEAP{M(XWQ&0?bkaATG0+$UpcY$uLo>;m1XffT3?d#rIemTF z8_r02S_z-rwFs5ex{AT#SHTEE#|~19AtM(l$~sf@S_>;a3{#bLRMa=*NV;xx@{hNv z8=WPpvP$o6iM43wzfhZUP&xC6wX(`RBrs&c;%>q&Sz7k#m}aSJ)t>ujf(T~=DZF#G5%DoVjQ_$n@rj&xpZ$}auvTOP zr;P0XyuK}lNC%KW@m2`*e(%`g6uF30IS2M0n|C#@v)9)2rKP0Ga4=0 z6*dS+1uPmqg0h8HGb^RUuRJ`akfMOREnSdu5QQ81w-Fj2*r{Pc4c z7$ZoCF4#A($RwPg0S~DA2o1MYLMHbiX~ZUBQlxGC1#!GvEe2R0%CM5xsDq62cXon$aBTU+cKfC9HBvwLn@kaAoReXl}1*?pancVT3Q{X`GO|%>O|@u~L2E z^{u83Gx$Eew!Nb6?=vKQEC z;YDXIcs6W#4xovUh#jBwz5|J{417Aq)dYah0o~%sv~Y3A>Z-(c;NN*{+@3uSD#>`4v>Ry z-#I$Q`H4AS#*D_|R$7R&WkBxjlXYBYEl02zJj+o^(B+JgKBh%+6|=t+RgHRc$!DbO zY{;*{EU;E`o_4`}C{ja?Q$vJ@n){qecVXw|eWUm9Sg7f1PoXc1J(&Yrln9wrepIo_ zAg6HdzMgd+9tS2;SU6W8#cPvGIXUz&E{>E$T}KN1Um3WX_;6%(D&Z%|I6?DR!N%h> z<%prvxuC)0zgmD1Z37(ANIlZnEcXub>?k&^9t($wLgr)VCd@7OS$&HxLRZE2Lb>17 zeVC|{&Pd3N-#BvS8{B7{Jp}!9qsw0IJpJAt58kY)yoKT2J>Uf01|l(3Utiw@?6@4B z%&bmMoH;2)iAIND3932<`Tn1G{BD*-;#^(RXO*OB2+diWnHDhuk4=x_jC`wX-%&Aw z`n=sc1P;4R>fR#}olaMe1U>q^Bb*e28Izu>(PW7-O~KWU6;uD98(!x$tSljRtXo zbhfdk^bx%F?YU%s$?gecM9&?t&_Zyoaj6x31wSYG%rOrAnZ&3kYi_7dR8L~ICKa-s zUD^ej=2_spf8Beh^sDE=vCV0NJn!mDuuuEaAc+)GKlFa@aG@TFe{}%PR&#KhFY(D~ zG+XQj4bKiBoRNuf$Lx2gOrgizWk!^s#{&Z?oR)l($CTAVP!L;%o9W{bA+H7-{bvW# ztGRRowYR}p@r8TT)}_$}>Tn233Ml$fVp+yw!EP?-Dx#^>m7ZH>L+3E)GYX%Z>qVC- zHA+=c-j~5=)m2m^kP5m-fMDxcV1@wZ7Vyj=orr>Q_GI{~oL=Bf9`(DU_0JA>gQs3^ zzJF(0T`=sQEfjc~M)m)A z0p>xID9iHw=t&y z3oZaqunG(xynXh0I?8{F1oQ-OZQy_W1b*cL{Av@(+`=Fi>e#)1b@xri`?PUn1u!v) z7^DoJ6+3?!)z;QdOiew>ceUpVxP?Iza!UV(=ItOfH;+fE;~D)BVPy?O`q)x%wWf)C zaQu0fmPN@`#wahO@^HX3KLS2ikN~~O%6%sBBGlLSY@l-AqJqIrE<%IYYe| zsH#HsvmEbLg)I{%(n(Cjng}BvnXjBLHZqzQ9{oEnkNo~O!g;zU}xE2W)iI!A@OZ|Y;@b_ls43F8IUq8(@-0vME ze&a$nq0)K%1pC~Z%JU%gOc`e|42MU;)bzj0b&W_7jI}iCAMHdM(4m22p|iYiNl}F1 z+)*cD!+!^kVGGG}-Hsk~Yr?25Upa|ln#^vV_vYr*?dz_n*?bOPImDlrT_+|d6P3$9 zS+?%PZpYR|I^kMP5f(YPe z3e#J$@=p$w5v4TxtjLUhWI{$;S^dR?iMYiIC4`2OV%-I50@WJA4ywGh>?ODs9^Qp( z797S;{95J;zsNlzGyiqt!D|iBY_N-uyk`%ExPmc zhCp74!SUxYW;`PsKLY!Ea~(p?@kUB*3!{mC{PT^<+f=Ic>J{yVRdx47*gx$G2-RuN zV>wd;4pzL_w277ZY@41Fn{5*al{)pWQCcz&#lsyPn8G?vuT*Go9~T1|`&ivps=rB$ zq!c*FV={V-YWD?Hx>1>NnH}n&xTO{i-E>wSs-7X{Tm4-2rX^tgez%Sr^*zbQR`Jzx z=nEN^s6Uq*scm&$l~pPBKe|!@Mf+E}ZH(mWn^LwO5<4@n(d0khh{uj+x(M#N+9hd1V(Q1;E!g)SJjrSRB9|zFUy0E7a0~m zn9|*uDxRygYqzOi-62IvngJff0Ljh_2@c&7n9ELiuJFX_iose7#((_4j;pk5iomNo6!d^~ z&I^xnJzj^y4?9dn+@rd%5;bU9ZkeP&tHIQ$`W) zf0rZJ6Hf^)mndtBtQ{Quh0FhRUCqXS zO!@Q2^Zx$+7U~3E?tQumT?R#Tkc_-My8LOJ_>u8AmkYX?p}l(J=j{`P#)bQIoJh$C zNh*b&C*Nk!@fPS^QQiGS+PdPps*HKkf6V=?q%v`74dPeuW(?Q9IL^OMBL|M=bx{M0vIx&7koey>=SId-H zu)yNIvNqb8;f+fwpi{3X+>|b~%x*!~10O{#-|N?Ju75jMWOG=PG|BFJIA-0favZqv zJDe9wCr@?nmJ!95)OTp%>4gu7VeMr^IAh!OVQMS3BkS1h3PI<`A@bXZe zIL^svt%$n?I8fF$+bly%tHRnEZF6%_;yZwxI!KvmP2-@wJVJYEQ=%R<{9eu|clT>3 z>OT;Az6}yC%m7%j?sqjQSv-s9aFEbW@8k|9(Zj<-hDaw@FtgIpY18eFPN8BWOUd5tT1T2TCPVTr>ia0@l0 zyUEq?=iYOXvq^G++{_-WOYbjuvrjt+aKD)QIcZlzEXuxGbqI1bXh2|T%kI$UKieX6{7X&9Mg3d%8sxWnl-)1rpDl%v--^BDmpkewZ)57C@z;3 zIx>|7I~_}NUiS{=B6V{U;mBRc6Q2}hcMDev$)IBSM(dR2cFH$6iA<5<2~;VL?t8G+lQyOay{@Qo zhcXI)hSkYHIcMJgp^KxEClq<$Ghqd9p4^)gFh7H5@Y;|I=2Y)1oT{2UEI1GeiB;&$ zz0-4FAeVM9>y!-KB=*_WCb_ll*~M)Q#EHbFWvUaLMudO1#V$7|t}zMRIwY>Bh;Md; zwYs5sZ$hi>gnkh;%6b4_J&cFAM!U*oB4CAm9?hGyXdVd75w zurP>OUk7C%Jg>uzK5W=@lh|#aL}CW<+ATEzJH}N0+iACH;gP$m0~>2ihCOahwsXIV zdYuy1P)&~CDC%WJ_>t%qvlWta*37Q@3AX9iJWIK8oElqOgxGd`anIKXEe2CXPDGLp zkGZ1b~dc2 zQa9{y4uq28z`XAAaMs@JaiV=)I#&vXJ=5NqGEL9ZOT*mmI*>X2viM2&Z@&y-t!n#P zWzWar8S?!1EZ6Bz%KwFsg4(bDtmYE0?lFahh5eqc@~r?qY`@a5)wT52Wg8A^T#3UB z0!F(79iH*!__8uOaCGwf-(TbPZnPY!mnQ+oq|4Rh>vW@MP|pRiU+-uMZTvktI%53%l&$39!3)jwx&=EtJBXZ7lqpxCqZU{-S7k}-Z4?r$;?Bpb+1N~! zWpJ!zb@u(ay<5{N+s9)`LYfoPRNN)o?mUaztvQV5tSD)%M$Q{o#7r-cZRm$nwQ!gh z@r6rDeXnL}e}@yzBtSJ{m`HLQx9B52)`bqwusQ?0B3=%su9W4bfX7Jfq|w)u)J!4UAN`>i84G>MZ7AMppX1` zU(EnfmD*;ZlXxLizUn<1`0OW%9IV;@*+?mWKUUEEmILlI=R)`G%Li_{=UMwkN8=`s zrDBl8siBKQGFd`MAp<6Tb?n_f;15Nt^ent~-+@xftOInuzLq-caoddvFv51Sv zS&`GbDpUk(Wy_%$D-qc&A^8&HuFmBrhKziIiNDr>%D1*p;o-ge|1fjVYy`YXWW=!I zKeZ3Lroa>iOk?cmu_8D)%s4K4@?lJ`!D-0G0R^4v%e3_QcOoOf|p|^$VE^uD1oTFByS6B ziY=Ho>mPLGt$NP`zKX+mfPWGtQIq$Zm-QZ$2J7-3o8*;Z zV#3XC_a*%}+4r|zrST2mCuR;`_!#@&XhB(m6aBX|yFbQ&_=Av$sQ+ry{yEkk4^Mn{ zj*zfEZjZWy8PlClkGv}Y*{FEK(72&>&2u&&5oM^4R}sQVFAK|2(pNpH-r;kugtOa~ zJKvEz9}yHNkTFasTRbggla1e^G~g%cQl>qtQ+qC-Eo#e=qK0OPTS-+zjMJimT;)Gn zzZV6DJ@z4LMWRx?kWIruiy593tp+Gv6Zf5lXVmVFA^nw@FdX~T$X%;@oQ2`+?6ynW zhM~|M_LV^Fs7>r~j0G@(Iz|5;rF3Eko-de;9KEsbUM_c|MvpHNOoa?-ijcj*Ll-62 z4@~i;@Ny8HY=~-m2cr;B)y3Gn4BCm_9rkth#OPoeq0K&c4Y zX$C4a$}4J7kNXyIt;JO{)k+jYnfud&DheYgMyX~3L(tOlU&A4*0G4SJHPk_#sx5N8 z8GlhYsLcjREmxv`s;~{MfUP9)!1f)D(ja<|`9l`ft7Jm*LHk_W*MtUGB};nPHR_q_ zhFoxl6DrCk?~xdA3%aB^d3lF`7|9%3j|sK(0qqgzWa?5X;5;#Jrxg5U;l13KXN=PQ zn#-@+`et~a4(mW8#){gL$F#sxy}@_Rbk5uGkpFpge@BXiyzV3DIfp0rJ)|5S9)|A9 zP;=n7k+)ASAmyUf0+DgV#T$s4?m*kvVov|FRSpNRnSrq{JK55mFs4-Urb zp0)d$Sblx^YYbAsZvoBVG?$72mP>&T(g$CieFDWq$}f(Y>8iW@iL+?{No-q8j!195 zTZbKN%#cBv6XLKa)fEz5iaU)n(5on#fJ0o~uu^32snVsWAEb9O<|0i^ERw)*s5xOX zp~b>VI3uk4iHkS`V!J=V}kX=fsoB3c3|N(y85znVAPn6 z`{O+vdQUy)TZ7SS3*O|N8^xGKZf-4fHNE8__gi$BV$aezAg3>tD121~S!h`X zH1qR8gzASy z)oP`}*T6+t{`vBKS+J!o6?vEHt)*nKI)F4a%y zH~~RZAEW=kpt`uc!pByZlKdK0(M~bfONCGnf?0|mn$<;!2j_xpw`B?>Rw*3T&{a-o00>4&{ZL{3qMl|}35J!R19%^is7UMO-gIIv@@out z@R807q^8u2-rH;Qy=6CtgE)t5`k1ZPUh>cjg`u)hho(ldmyrhh?{GR+vnI$hF4f%d zyR2{eN(Rcqw|d_Y=Ytn~sB}O=0^a4E0y_)`f6Ne3q!`$+%8Sfwb~)pIxW;xG zq)zHJ+}sSoP2)JLhciM|gy1oTvci8j z7|({VU}ZqevdrX{y^n2iAPq~NdMDltn|o8GN{}+IQ8jV`eY9>Y6{GUQtt`S%M3B3s-vyOSlQrJ+#cvN;ex0bM!N=oi%RYUq?DgKlug z)E4DCqLHXNbL1~98nqIkP}obsLI1#CD27Jw?qNN;U_Q~r_FM@S(V+$qSB4~x6*x} zrM9HN)|3YsEZ*0%GN38^)4WLdfzLATvj|9UjfshYod5jW^EYZ4I}#44Q(r*?Np6?g zdxr7>1e&C5;`8?&O3nuMNjd}Y$M`~DM~A>`-31XEPalX#z6t7MOxy={e?R^D4Y77| zI;i{ntLxYFtu#f5DS%g7KvgglA&zNK`u6E zG6Xqt$KX+}5h2-2t-YhYiOVDkt|%6pknY{V{n~NC7Cc5!(O*?Sy*x-u9r=#Gr6s?- z_Jrp~Nn)AxUoWu{s3A~N)8myoI5viynx!NbzDIa?Lqu*pFfElhVz4QRQ{;f+@W?@B zQ@p_wp#KTRrwPWRD{o97m@M2qjKpxteI;huy9GnP<)uCkKJByl%9d$q|2R=_vRv-> zG9lvVr0f(W5;k^hbLm4;Y&GS|zJl3M1-Gxol>07Vp1;oVP-+Zf<@G(FzMe8zkoFhE zX1n2xSCmd1_1<*@717*$RfXC!$U2PuE7lEu9bSmGgw;?6RjTlb1zON8bnk@^2*M859b;+;f_m{!E-1L8CE@w3+@# zPa}5ql0}zY31lo}iteZyubIIEpp2HlA-RMcSOj)QrLRYEjUKU>_C4Zi*;SQw z_>50n>JDcX3EqvgjCY2Fv1qtqlzMbEi^Sg2q|z{tMK92W_Pba%B8Mxb^5ICmaDu9@QB-NQcXWu2usNO0d2vEI1Be3)n07bU*3$9vEBHH%Yh**gJqX5O2T64J-Hsq1#W zmPRRd(lVS@q>xJQ!$6<2n{x$QG%M75Q?I z{#3*57G$rSpy*91?CU-{*qM+(0?0Uw%`Ujj^x~7K+7r?_#!%{azx{FqJ~dh!Nw@%0 zlzcicWF1-H{$--J8NTZ5+yqiRJubt}>j%dZfZsh6paJ z7_TDtDr@ozsJNAQ@&%fqm_0)3)18J18_JapsvGZNJVG+2J+H7JSM|Sq?2w@-q8z~B4NSLE-wtRY3 z_kM*p!`Z`DF+WT{zo+oz4aS|i^KQxLek;)Tguneqng6hUAU^9P`;8ZL8gH7vdLZ1{ z*@0^5fH*x#8Sy}Il|>g{QeLc3>J=4nNvJri8xoW1;3Gxehf#VJD=kMC z+%XGY43|(FI@F`w4GI8?OG_=^b%M(89$+xI>U;4L(g1~7ACFYneK(*@x&O|?-$Ic@ zKhT=J|9#_$uUe;`E`9t0{OCC_wZfhcv42cdq-(Z*gpS&qP(3&B0zzRNXz)%sD2=bI zWbC;eV!s3_s4OhyCr)S4zL|<)D*neBP(M2~!bkJHq38Ok>r)OeUfj6{L?Xv_`XslW zzy|(ZV#@BSm@YhGsOxU|XFaaO? z>xPCK1@mrwo0+V?mEVqA(Dkp|1ufr(?;)H-xNn6iL8`1NK9Hy$*qRn$f zXJ;ah{({uS`V_}T{octq{l#_0bE|vY+}s1;9V)C{Z#?Prxa6d!*BOINOS8+`2Zi@R z5@cm{`t{$+rm$*ete9Ba7B4tC5(OfdGO}DnN%d->`@z)lU3p%iy&oN>Z}XN936V50 z*4nPDtB30whg;Q9z8O@k@=pw_t}@t)pmZYXwD=kyd8fY}-<{1W2j4@)x9u!e9!#a? zh+#cV6W&WxMBaIXvlsXWYvZrX@3YCW!j-V=q$Sk2NDch#r?ZF&iijtr3&qbvjzw?i7`b@)LS>LpI$Nk|y6*R#bG<-AIW4 zbTCvT${t4{{W}~Rjv7>RqDyZgSU+{UEYjW@3c*!VVR>Myq{>h)Kzr3o*Lyk20M=>K zn*}QQ1INlSo8xT6ii#{M{OQ7Mat3FkXfqLIN4CjRO*{>Aj}GOCV8`A6M+<;!&J)U+ zMdexo1301f57?PZCSEWcw2sR>jt4yV)=A$+iDQoV?MC2g=c9tpl4h&rb!UUp-{1|{ zi~;}^fBHapm1>%%7uY?fg>0W=JJ791G@hXgPrW1f zqY#T?*F&1IH33Pr1sLiNv&_Z?!`+9Za74|JFFLpPEdp)lNAS-znWUeXiVOZDlMv*{ z(Y{_{{a*RkR~lpa`xG0@3nqQ&%B~>mbWlJsK8-j8z~*^rXDn>i8lw|$78|IAvKagh`aVA zQ*5r0M0kKfri*P+c(Ko0GJIA)t!b!Rme=Nt($gaUioR`wFZKX&X2YQa!y!5EG*(+l zW@(Wb0!V}Bd(m|9tqw*4h$TvfZ_2CUZjh?ohoF+s@Xt8fO)IBvZrFh^I71*IVp&K@ zdh}-;AS3$7`@YV(?+pEDdVw^Igt3HlL6|veaXHiGW0)B_C3oTaB$PawOE7}jWZ`@i z*u@jiMFR@8nE{j8pur}af_nacjX0yJXpy^|d9&Bb73KkFjx7}JN@oTS0jHLbm1<@D z;F36Ee)Lc`P;lT8>6U#fX?Zm!upa~cRe&1=jKe>3{dQTfg89thYpWcXvzlyss^H4=;D$ zH3#RuZzI3?0Xtatog?7GsWYD;+)j`oPMuJu){V&6>Tsp|5M0%3*~~p;XJ>m|{Mg$2 zxW_)o@lzQbMGKYE1yG$SD}P;dRB5WT-I6KG_3HKaF!1t_*==V?!lZ!DvJ zn2_>(%Z_4oOjq(+n_K0>GS^hdDJp;P8^7XrWDJ|1qRYQ>-rcBnGSMBfkKukP+WaaF zJ&G3qi4(|2CD8Fif9*IXerrV1H)OYD#TxF^EJ2W;Dn_GpWE~f(^SQ%*2u-_VnV_`s z8RJUa?f~zf>maiLZ^w_5bd>I_rFH6}xHnn|`4PjWCZ%n5O_Cg0q=a;1agbjTGOE6wVG{&3c0gEV*h+v` z=LENj#I=0;k2?@-Fd& z1z{32n`Q13Tr{l|OXtHPgh3yy((QZW{b8T0?tRzM(T&qHHWO8u@$mZzsS{-ej7qHF=y zU-Gs9FmROTPaDy)yR(L8A`*GI$%L z{Amo)S`NSCNIvU;)p|?(3#;glbUBaUL1yxt)`T`H!BIpW`(8C_j9?r*guP9Gm|0N$R|(=2@PHR`qx_T!nLGs%s$Hh%!CIELRgyim{GkD( zn+Y4AMQeT6@$uT!6r@D0Ar0)2J}{IYVWmLg994%%HMd#ma>`H_}d~j|GEXZOtahZGNz$ z=zXKiX}?*OQwvD4z!Yy3=6JXxO)b1!FHV05Wa-P%iyiqsxxl=iA(%fzF4taf{oWGQ zR#OLJb1>k8Me~*Z_cuwu^=$xD1+)EuV#+8{R#zVaqzSIwZ@0Bud-2s#K+V1caMd57 zwI76cU`LRimIe%Y0ZhOMpe_5rD|{eSQYH;<+Go6D*vzLd&3*68KlHmm8k~x3vMZ`|lU{ z2TmS{b`W@8`qi}c+uv*V0N2TRIp|6ZB{%T69# zb9>j6)3TWX)~PYwJC7h@3ifXl(}k=G#dMDwbpy4h3Wt-I!QVB*6|)&u<8D@+SjN+* za7t)DM+BRVd#SMGiVqVX+emJ$>fbm{(A|Q}`(-~T|1!2&^#~~W)n&1E-eb|TuC^TG zczmVL%)2pK--^u4rzhdi1lgi1WrHsYJ9~PFl6ykVJqPd2(R43fZxda^nb{|qdg7E@ z{kedgl{c5b&AoZagt+FPRrc6Z(M-2Ytl7x{E!SWgIxnmU5v3URpCoNw2W_2GmCv`_ zEU3oA41#iLR8YU2Q9TnWtKm{(SVP4{8*D>IR?4=mQvLTZ?h{yGLCc9 zI=X4KuQUWBS?R$(Ra)hhaa{p7K3+=0kelCR6C!?sA3utQQ;L020m^o^Ymt&yKzU8gp`88`8X)N0zg^ZZ1$Jp#{GInx zW&`lxDTMHUU%^Ou{Y*C9*n1NGfxnuG2~$FlvTH}jva@o0n`rrc@sFtc`hCvZ6jF2A zo+MMokH9}HRExvk1reK}&`S}<1)t2IVv;Inu1@#7-7zc33duxT|J?Kc5Ee$ zn2prJ0ucb8?|(4I0hIk0-=_t@-G4`xrX4JL<#<@Tbqu{7$(LC!Pwz`qIXaX2o#WrK zz3#!OR>Vcm+|>K^V8{;v^8Zo)s4*gb#IQnaKz~?N=h&kGAK0OBV*Vw7+ojtqX=+OP zAh!a4{>I$*0R3+F`|HKl-5tP0JtTVDA^Pi%Pec`j0)*0~0@^O0r-j`4g$1z@&)m}t zzlqQP5SkNZqR~ebmYSd0IiXyVc+_+VN2rWUoJq;3W`O_|;~&Kea^VwpmZ~DXKg8jJ z3^a~A#RH^FBUry&Kazx|o{>fA03e(>t3V54O9dDkA)-QOV>d%nFmOFvPQK}pcs(Rg zvL!$v($2G&T!ZdgRR;qKRTcwZtZx+}SgXo1^B}tZLv0q%9at)FE4oXKC7J{D{Fwjy=oipPjw>0R@oW)c)?pP}i8T}$7`{%0pTS%GAy1kLcIGn1`fK4+5fKq4>JSe5Y?|^5 zF14n8DEC}t#m54~tdS;6kA+n0m|}_=Evea3FM0)MvZ-saY1kl01J$*Rv{ZY$g5QYa zglN;A<*w!+XnbX088X!}p*}I0S&nBgIxAxtFb}4o5Z>AE?&tCsjf55Y0piAVsSB+N z!4<4(%O`{5jERZuuoxAh;!LWnhRD#X%|FqekeowP@ugZrCDzqnd60J_ZiO!-4i)*# ziGlAKO6=fTqX!4fTRkC0Sw=##Zuqv%hT(-61}X5oP3`nCoA96Z&%&kay^O3mYMBRs zIzmh4w_C%^jlH=yRjiQ^uiel+RoFq=n|QgTn^g`$>GyTOSc-pg#g`vz=PS8y-dUX< zJ)CpO{#XB%gzw~Y$#lzwN2lN-&g<%KMBJUbv|w`ic!EEXyZe~lPrlDm?S)mvL>&s< zo7zQxWnS+IDmig*c$`FURoR8H8N~swG1H{Xt7PeCp(;1dvf$WZrabxx)B(Ek1=f@{!zoW97^&ALx-U|U?=w{Je4 z9ZQYo@0m6mP9Z>##hCTGZ$qBq+LI%V&}a{ZIKHb{oE4R{5f^Ptw|}Go3e~=zq!%V? z131L;NWiv4MOHEds)o+O2L1!z`LT$x1a>TJxsQkdN1mu}k`}l}@$?F1zIC8vsQSLE zj$^w}VRsA@3Dw67JzP0<`xa%^{?U`LcHRAkEcgF+SRaknZjO_=eUD(D^y3vKH=W=& z0KfmA%ywYAZiEdDRJY$h^k^%uBRKpN@R{=iTeajOa=0{6c=F{PY(o9#%B-wK-;mm8R8FG5**keuqbt%QSmtYx0Vbe6!o z9J9fw6;8w(ACooQ$Tv!}fa*X!B73R7iilo(93nST;>>^d=zGxG{bYPcsLo*jBQIYzPr2o;6G1g0yVJ`Z_PVEWq26`>o|w zw#*XyP&N1c`!0pE1rB;+Yr{h{6nEzErJT*A@T^i9YlPoUg9B^Db&{*}AuUK8K{vK5 zORUQ8-3Z)ytZoj_v0g`GMv$h}!p6yCzQb14PnVW&O3Au&;TX?P*z-n55J!nYbdW+H zRYBNM(VUFJt<)}#74SzAv0rK29V?n3-i&dF`Ptt0IBP0^{nOIG%0F1r71<#;R?UZ_ z*Um$cQ$V9-gCIKQNM*T`9eZnv{uI^0Tlnp2_&b4&GkMl~c=@_725nGLxnPt(u!Q`1 z?t=k8BnmKg9#1uU#y?Kc!sccSNp?bcO zm)FBg=+AgG!N&HSyN-m9*V2!i6_pwPJ6wFGZJ}=Ww{OT&|JU&?i~@rnlJY|d_@Mt^ zcpdQpYhje|-j;Jh>otD(^2p&4c13))^h|U>A`jV&!z+89xrX4GfVxQ#x$~f;(3{8w zH{B?@XBuw+1}WA*u*dj=N-ro0BzpO^dh7s=z~8|8dlHf+eN!g8KvyMx$f<5z!1nKE zQ0f`NX)ze}1gX(ZXOU} z_v*gKTWv~O0Ytdi7+x(O#m))@pE(pm;tE4B*o-QRGW!z5+ma#_&bGk5S zr@F{@cG}5XX@E5XuNtT4|H2kxz)WSMFAyih zcVZG8i$P44>bpZFfb{;`6~$taOYg{8|BdSIk8kAKQ+(`(1;@%V?%RM9f(Bb$jG_ap z4VT&l+WwrWgpJ6^FC{3qZuyY~_{ibIqwn1r<4*3P%n5WZ>c$7}HVB4?8Ut_eiRUT% zQDFae&4NYi*@4)T;|@hqMjE>IMsCXDynhYh7h>5bN34!aTSq5q7@DHL6>y6GIj+J_ zNhITlC^QI@fupw<1rCp1JL*l88_-z|vrP3rck5MYr97#7?{u@$(f=eSrbcK?XTlUc zY94(gB;BA7nFx(%D}9oncW!iZ_fE^s*6XepRR#fSR50>|A)4Jn4dIat2gBL)dTd98 zY}Ew4aC&70)^h7k^j7Mk4q*C#=|A{6;jLoVXxnDmxadn&6y{gE!IBCoC@B0VjPgup3!uVcDg;WCvxC~~ zEMS?Nm?3+Jgrgjg5=e9dC#9g`pHsy{kT0Cx&w5&7-tT7g4+i;=m34$B(e=IjpOHHi z>EnZ%Brflu_it&NU~2P(mcq3Jz@^b}2*^-Os{H(BQHY&=n>M;3i7Uj2N%r7e2r@LG z7MEn6o;ijk2L?r{zU1ux*m@@XNa}2{^>sy25;4Yv=Vc%-E z)}r#^zI8K?)3sY6{Ld){HAb#l5~^_i11vxiKls?x-Ea8{fiYBr1L{o+PahItPPz{d zyoHh&?26WogTCt>BneV)o2`Qhd0$l_s@Qd!e51%3F+~mvJ{HR~dW1^r)Du6;F4{kG z71+%RPWPU9VF(2>RJYu4^xT;Q>TM&b6n|(K6p;B>*q9cw^B3(WfaV|p??=WY)VE=? z`a8WTHq7?t7FAAKpbdzpjXScU#S~?HAuY$?wik&cY%$MSEJSURYG(j4kt;|qhtj=x z+5|YEXc^$+b}W#@pw!?YI#NYkk#rn~IzffzW>JaL7k3ohjAqe5X)sgMgzTTXRmbC? z?>SV*{MHU#LN9_J!Mh)^AfP^}L`$7~YG{Rp4>uwhX7Z3Xm$`F)ZiKW?@m^Bl9u$g% zibrIYGQ0@a&SQ_E-PN7>gcy#=LY)kKqgEQb-cG3Kheq7!B;l7+8-4@oZaB{;!8