From af45e435f9615f783026fc08aca043fa76a01d0a Mon Sep 17 00:00:00 2001 From: corentinchoisy Date: Wed, 17 Apr 2024 11:47:14 +0200 Subject: [PATCH] Restructured some files --- RProject/.RData | Bin 5992480 -> 5992535 bytes RProject/.Rhistory | 396 ++-- RProject/{ => Scripts}/resali.R | 0 .../Analysis/DIF-RESIDUS/pcm_dif_residus.do | 1871 ++++------------- .../DIF/{temp => merger}/item_merger.do | 0 5 files changed, 559 insertions(+), 1708 deletions(-) rename RProject/{ => Scripts}/resali.R (100%) rename Scripts/Analysis/DIF/{temp => merger}/item_merger.do (100%) diff --git a/RProject/.RData b/RProject/.RData index 2bf4797c55dc579b19d6e855719943c161e220ff..fca67318166e8060060a21208df7260b7a3af619 100644 GIT binary patch delta 264773 zcmbrk1z1(xw?3*MARwS1T_O!q(vs30(z!)ITBLg~5tNkf?hfe=>F)0C?$~iRe&=`3 zx&M35J?A;+dFIQUYm9fycZ@mbUaZ9?ZRHSY8i8-VkA0DRk$s=|qWGfvqWM1cMfb(< z#q@pVi{*>$i{ty;_k}O6FP`s9UwmHzUqW9ZUt(VpUs7K(UvggxU&_i?Jd8+JIevVM zuMnU@;57o&2+$xvivS%0^awB@z=!}70?Y`!L4XATRs`4(U`K!hfwu^7BEW?JHv&8e z@FKv606zln5D-8>5CI_sgb@%yKoo)Z2#6sdj(`LLk_bp4AdP?w0Vt2z)?54FPooG!W3N;bYW#MgVxDt~z2pO*KqQO(=wXx7sAsH~ZelR%`f} z7W6f{>yG;-V>(5#?lPpc@y&d1_)@Rm~J7wTllO^cqpjo$_W{b zJW(QFxfT!oUT|`kS(N)elE;#s?>h;m;WFG4M`#y+Y@nSmLqH>FYvwayn;QE2vMZpT z`QuXesl5%4(rX)mH6m;4-z4Sidk#3M6~nj>_5s>}U}N{*t!>T|;?)7MZ9YOjXe@RPuG zQ*jVE!viJQkB(>kl};G5=q7(hbh0oF0)sl;PE}d+ovscIPWH}8!_FT>VIXX zNhcHYdif2Rw$gx@&%=Fa_W^yIR9EI0dmOKf%0 zm>oW;RT}oCbY!UL>t$481bkgsL2-*`{PYm0i{Gc<#Mk&PY!pO4_H zg`q-lVY}A4hpiB2&eO$T-PCSO4ZXKsG^p;3D=aGZE5@|dSQM(R zdcSAq6`veex<(oxcUv7riv4;4o(<{B=WX~CoZ?4{)w1th{#uGpkJ3Cu7^Y)5aenIQ zID9eDk)eqi@)3L&S)feX8Wt)TddrS<`kag*TW`sx(w`8%Sd797gp zP}0xIrv%Lna}w-dba^jsf)X1p2ylDdF{*=RU?>)u90-lXbP z2z?}eW1wg8r`ov*81=DL)muuxX8!`6DxBmU{Fb`M4JLNrM1xK>*4byvdPM=7Rk}yL z1tDp@Bh2@&Q!`y2myu@b*RJ&(pTl-%~STS# z3iBrYWY-qBsBN%>{zBrtSd~@HjEDLdT_JNX|5np7QeCPMcCgxQjZF~o_Hx&VJG%VR zS0e1quz#Wk4Lfo^nG7HQ8A5uM=6AQhAL^0un9??Gsl&O9-*Xz?HF3~Axf)Bs!MaCC z@cK_Nh$2X-QIfJCdAV`h8|@BU9(s9ko^Z0C{Z$0uvnRXbIqCsBG~u5>)8E-Su^N15 z^kL;n^30BYWM1jGb85#sAPlT&z&fzmWrfCIlj}r|wi-0Lvy|z)YPb1+kds#KXD>g2 zQZD@{b*nv01+Q@L?%2T^o)yF=g9ER+)w~GWQ^}9=2Km>%Ej8B*&mPzEySrbW`&xt^ zsw4n9A;X6`=cDUZ?z_n)j=sl@dyT<;o0-f^cbEHF++Aixr*_U*)#;Rq;+WfCNN`$G z=2HYOBG5di|NK^+N5)zWPk~7e68g0&6H@Z*&6#4m3*9)W=IoI~m84EFK!={V_OtKv zCY-+jFO3i8$y$?E!baj*Lb;CH7lf&Fn8$(8)`M9#_(}6Pvw(Y(qz_D1zT&ZVdQt70 zp7lRNvCax9*4e8%1asM|dKB-%G-4RpVh^$p2`#v4$Miindo^R6`!ncEOXbE}&h|J% zd&}{h@3TkOn6xzOkctsN^r z5KnlMeJEn_ws)L+x@;`O!NMkDGG=Tiv+^*4u0b$9uG>OjbxkLsjQ*Iua4|byOP8X2 zFS<)u-pXps)qa$T1xv?RKIZ5p@wz^67IURV08&rk+PHn>*0_0D{AO{)O+g?Z0(Ak8 zc{u&2Q9mg%K3E?MDYJ;$ z?9O2s;+tjjeRod}PE&Pbsv?)!@%4t!&Pq{}gw zn23|(v(Z3ToDT<~F-4bWFbWYS2Z7O>F75ASFO7-2?1S-%m^n0!in_FY$_R|fyWE4Z zh)6kjjI6t6zL((}lXf`=lM@MWI2#>w&G?iN8dG+GgOQ2QIIxY#y7<1^y<8{ivJ1u| zqUTUDO6ubCu_IU~>v9XmBqHPhSdCsid)#Fj%opq${3KW+n3+h6g8^#LUF&U!w@%Py z6D&aF!f|A@(Czx|^f@&;H8C~H`im~(V0t2Djua!oZkbM3?^9fAtabb@t6*LtTaGb~ zB_orMjomlj!UMv8oW5Aclj4!WmSXKP3l@smmlFF1#2kUf|^m_vbGfg{1VvX#BvJisVq z6r&xf9k(5$ounPLogkC@CpjQR8eC0u$bP^vXUzA}vGp5Kh^Qx84l2VoeMuc<4clk_ZVwO~oh10i`vZCG&{NA@Wbs3_ID_);J z{Il)Fz8y6`Mf!cWNS7PhCf4Tj9l7zfk64CJ5N&l^Wl!ebPsudbm-x28w@k9K8=ACekhX-Vxw?uu^EA82!uOH99!)RlClaWYd*my;uU{c$YEXtV zz1HJb6|kW8d97FHY;QZcIF%7y7B8c1d>*$Vv%XfXz@+9;lvUk5wg#lyJm1p#!%}|d zr)Q$E%2EzP^eh#U$&6i8!W?wQ(ob%Gu?JkBa?7`=(C|mqHdm% zJvp7|YMkYpNp2H?!j^-AmWq^BMif>ToEMvoGp& z_)X@EeosFKVw;M?rPEwfD3XiQ4&W?{=#R4 z{Nlq)#HHg|Q}{X-b@B?D^=GdTuvzH&(!f&jn?*5$``p~>E|2^?&tUT#q!dSnUx;m} zquMv1m=A9rm#%tE!Fuzp1G(<;bw+iYhhx`HJ`2%e{!PFGG#5B?I=^~S2yH?kAzmME@X=PNJ*o` zsg&NgUJ3j9D(*62V{6M$Bj2$TlsCk47%b03W=M%(Jk zIlQWGm5le|05>wKk@EHO<2D!@@nO3-?+iHACW-^RCGC}#WIIo_s8*SJ-V=SrPt#Zv zmFDtAPJmueWEVyZIkNj(%L#c-w~aO0>~DoDQX@C!(P-A@DWKIW$e+HATFVyN>n6&) ziJF&~_&wtPyKLgF?=epGk<#ad_+sA!1p#f9vvmjgvoI=2^;!t$>dU8Et(by%L#Xl9 zY;-(;;ir&{w-zoc`e6jQV2oJfqXPXHe|93zw!rRadaM9e;yhG zeVCQ>1ajnrPxypStfxKH-~IWAU%nH_ad#UeFE2%DErI6_Jb*5g^9JI`P^?4{nwH}S2c}wcf_b+VDKS22#x=(^Q*TXaC%dW zdUq7e-<6vP_J@U&te1$^KK@36cjWsMjd3|(B#q*Cc6TLn`gHtA+Qy!oxhl>=4z8}y z)8Z6gO(@XBSL7-LTKJfq0bMTn~jE2ZFYxWxJIOij^W9=$huR=4g>VNC^SuBS%l#ipT?RwimtpOGS^LO2kc|8 zHOn0v1GCpB-;kFY?ZnBI((XFZG^J$mhFwTSEJ>Ic4pDKcrPve+&kpTHk|Vm_y+{K@ zH@Fumgy{PBBE1mZ@LnWxkuZPH4jz-2e-=*U#fu1Gxv_4UJ3iUeSG$okfLCCaa^wYZ zgs}YBw#=QNEa=s45RF$r){D_=f}hP6sUGoBijUgd3h89&Bi`9%4dI8p?{2PUO5N{FK)FFueoXwgcSEU5R`x?kJ zVm@zrs{X#G}$ro zez|Caxgvk=M70*B;M$EZ1t08jAH#J&&_>I=OI6Wi?ydQ_wGI+-c1v-+g&la(omjPM(VwX5Mio7RdIW`LoKfHeK85XXtPv;q#_snr9jkD;RDq1WG&y?jY^8%vp(X8$H%NAJhZxQO^oZtOvImjBgAylV`Z8xN1^>GFsMb!qsO_l0*Bz8};X7#}_X$XFo zcEQ>XWF}oP`2byJ6DZ|gQbMoh%_h(g17sDR)N~w^`{18xYo1b>Z%4M)(vgXT+xJ9P zIT=*%INM;sjv7C_P^;dk(Nc|@nLky1EbJr9h?Lf07IphNULn=!QQsCP3G%FP`*TPI zA};luSn->6>gda!E8;=Kz~~9WAM9-nq#7YH4VlHoJk&$pdO|z}M^AmvQhWa(Q5n-F z?1P~p+jBuY>6`Z`_5JSmL(aH*JWK+^eM*-R{9@AoR=%yw)(Wg zRHm~FINB_OE7x2ct)AywJ`b6rQTMmZC!o0?w-6Oed7Wg!Ds%9Dx9LZo7Fp*z$)g@~ zw#07MY6Wc3D}|-UJt@6ZVTVp+?>pVe=}(pud!zG@zd&8+?HShqsK+_T_H6yM7 zX=D@^TbaK#z2rxpg-xLJT;zfmVhWMtTE_0wm<)cs&@|4nVmeS}43$cr;C@B*OSjD! ze?>WelIZ@4a*IARzc9(rA#%|w`>G~;ms>7$lGw;esy?QzNotW^mEMRUz%Rn_5M!5H z=q>9b^xg`tO<>0ANObENekEHVqm=9depRzvA%-3n8e*0}lUiBRLAW>tE$fvxa13pOA{5lQQ@%ry5Nr}Xm=8BCRwVFMW-zH7L_d-5CIX|4fl-bHPoL+9C{(7&}s47Bu+~5K{ zIa&_jz1v>%x(;bw7dRCJSPe^Do-DuwgL$_EP8-3jOAx^|mR48e7ChU9;ZD6c=|)K+ zTZqe=;!T}v5U}O7Ev>}b$=n==%a%g}zhDNP=q9f!7ruMu<)@JhV*VD1xjag=)!%zL zer&!hSV#9(#Km6mlf6)#uRu}nKn*}|jB&0OdAcZ2l#fW{@F5Xwt2>vqLB#aSP3;M{ z$*vWMBwUVve+KB6l2U`N5!5;a_4pqu%w>(`AFA$6vTM*kR00Gw;vZ`EazM?&Uuyro zz-bIzzwvmZCU_$^94Zf(z{G{Ed*GX#t@~pyIM8l*&Yseo)1wk*$3Ag z37k$LqVU~1^a4(KJn5IZQiE!kLR||vmU50e<{=KJQyVXAS-R%Wl3j&G2yG20PN$3; zixIMjVr+V-m!yJgpaQ4P5dB6)w~qPXQ)e*!QVC*?O|uf~b6~CS)Mfm%bJ|MyQ=^AD zw0I5LbOF;^j$V>J2Cf^%?k%9D&CFikmf+d&#Pb#9n<18;6z5Iw!T5$4d$1q4+|aK@ zt&|#`V`yKX51QOJ7v7^q+_6GAmXii;))qoIms1o$bjPzM5)~z`I~*csEq2Q6B1=@A z>khQh1$p|wpU8ol2A9BF-o^Vn5AnK9hdaV8hb@8IB&gQy&Sv~@&6z;Ar$d2rAV*5> zC0gJ$+sJ+OYvAW6Xiz0g3qJ2_+U)iHj$_%gn;r6p_h|V47?C*7p5>Qg1(px&%33d~9A^7v0)+_xu6eI)|3NT`sYEuJ&698>R%Y5+Q_7 zUl0Lm&a6Cjn_rU=5j8;$_3!uB=@qpFJb7om&88K%61QLNVIDWu#M!2pt{Hj?Qv>Rt zUTmwtV@;)3>%2#(-oYYuv*>SAtQthSj+>59-L7lgvwPTlZ$CGM2JMsgdERq>O4zL@w8cpc&`Ue#m)F(L{Msyu`4JvaRXY zc=kb1cseGX@)LRIaO-5w>2Ng1Qm(PU7T~>`z*mEI0dqQqwJ(P?ydI*agF7U~f;y>7 z6Tq1L##@Q!PU8BR^bf0TyTaIX%(fJ2dN$p_M|aFAT1GhxNpLtPj)Xg$-wqqy^iz~$lL zz*B!P?-qYJ%sKqvO$1i6gKZk!U2)vnQVM?W_PKjGH;7Dr{*D*XDMmU|$Y08@FPw87XgK!IesT;sQ^@ZlP%&A;y-^udx zLhMPEp1=T3R1u8C*WZwv%OJOS<=+b*y`FxuksTe@>M~ou!9c~tN3)~jFh}@A4lr0@ zwi4R5%ajuEaAg1knTmzsK1to1tJ29*7tyJo1Tp%g?Y8#Sq_KpfUtVoY7_w~&?#`>3#ahz!xEbyuNTrA0js7_EiJqi$e&2}5~OoY1vC1}GoL8nNL_$Lh01*1VO z%*Y}yVU4tUG980Eo^4x|B`=QRe6t2>Y$%zYG1uyZQCSXHp3DkeeNfIakU6E7#|II0 z!;`*K4tO1-rS=gL)V)*JWN7o`M{d^j`}U0b9cNTC{M#iX=b=3Lx%`}{T&U+D(WhHN zvyK)aUg6YCzS6*DzwhUPiuq5#_~!+2lu25h2WyQ?ThD;))C}Q3SBnwSN&PdN&E|dP zVt9~r^Ji?p7@l}Lyst25+~vMGMGm{CyNU0Qb+H$s66&N#as2Vk>Wl(cVjX#S8V^{AP!-vzRX8TupQm@oW(=>a^1Gxs?P0_H#cMe+-8xR$Mid z(8)h$Gf0bu9yeKSJIChNCk%Kf0hbyk#8TX$H#eZBzzMwFR?s8WU_arnLMyc2VvTpo zZnFWc^;mt97&H48u7^Cb?|%R|>t;)({empzU(3@~A{R(}eDEh$dZ>j|=8<&mERnI4xuZA3b; zd?v)xa&b%xjj;N&r*Jg=y@epZ*0JT}m<&2_?{tZzcxLO~LO=+C?^mT!iMw3H!Y1!i z6Ij;&T?VDm*<16f<$9?Qs3(9_On-MGniO0UcVc-u{e7#g>Z9U{RIAma((V!C%$1gd zk4hg6R_LBB>U5%=leBiXo^vRG;m(O9kj>ZJH>p1Z{rf6%`KTQ3 zVQkHhqCu{@A8q^k3DyXgN&!h$u+t6)Xsew46$f(iv?nyEl~h{Q6L}QH%V4X&${!Vm zA_1979IILW&6|UgFgx5V2fmohx%dJb*CN;6d?%;TWs4_Ev}${hc03Fa?q)`WwyorH zonH!CAa(ob8&sCk&S~A0{|I4llzn-o*m7g5Qt- zRE&qv6ez_ZX66HDrg8P$-PZS2qOh7aL%nc<4ar;?T@Cj@k~PRjuL9L^?bS}~PCUta zXwUIwyC4mzNiVkgHC+EtLBsdm`PJB`FSA5B?@JA)c|XBi!1g&DJ(E9{V9Jn{H#jqH z`S9k{MErsH6K3GcmDP*A&80Zt+_>VqkSFXXAU_IU*<56Umg)Rywu23X4#MEWbHHl# zwhLtDpj6FRLOQiQ$FsAS| z>k2}rXGdAWfRKS(iQK8xZEdbCQezoI#9D_&Qf0I^b@bNs*^7MQlN`?w);MEKRTH3d zwiLyaMvxNSKHd{F0U6lTlsBY!4c=!aGSMA~z2-v+)chtR?puI=zKL73qGI<#KbqQH z@%{rP_g0~Fvmy7+xmJ@NgphTxb`ERE=!`eCIKIV>VxGOlg2FFl>pUhKA3P+{izQ4c9Ed4h0Fa!k!2CbC1qrB{4{-_RC-e4VA<_k55U*-y> zC~$id=0=vh>~_!v`E@>%e5-iQhq!a1ybVpcP41?6APPMYjWx~z?N{eJ(FkVe12ge~ zY5149ekKs=6^AJ0{w<;u`hvfuh#^X$d?*EYD8=M&DN23Eg4iDsr8t^^#|4!%{#FtN z8A3c@+9pZUKM)=NA@(DPpB{*x5yT<&zeFGyGL(slm~#E&1Jn91bLe48qX(wx1M{CL zlgM^Vq*c+dh+y-XPQ-WfS*VaXWoMNaMhqvb88RBgV4i2hFg0hE6^+}f<&%n=7l=hF z{<~hq;SWPlkeuS>;V6=u&88XlBBC;EX^s{P09#|31S-EZl6*_L{gvxHaZBaWX0*iw zTj+uDuu6UfwgE6&2fm*O!bs4qq5~g@+YiP5n47I76(!gdktJC-Vhi>261tJ%yHOAe zeEP7!cyWjY4$?SBtZ(g8kwg+y&xpLp$#f4VqC2&&J;;^gfco+SU4$0qiT6kd*{7FNQUk-de2>HA_5Gl}0He>?p;!o;?8auEm zwq*+>wM!1zCWueMyKdySzH%UTVigy$6X|<^5ro#EHtHb{;(zjBL*#Ms86m4b^jEet z2qCM*j*u-uY&}A@rV}As_^@zVoCw+2g00`8%{pZg>9MJ9`t67VRvUvjU^~TsSIQKz zQceQ^VyX5Y&LXq=-=z|4Ij{9bXxdRDH0`1-DKJeaw6u_DYD4Kt;mR#j*#5T1(93gLFp4>n79=FI;F*XOh7P6)3W;%# z=8N~Mi)3;IsIZsB2b-G|aih)45u?1YJ^R>YpC>|AO84I%F@W&=z-OFB+R<-S@Z-vd zouglkkEv8y4#bKS7~laZ%i}IhbZ@a`Z3lGt`57( zH7(PZk3aZ~;iIBG<5PjZc6rfTC-Bds;pN{)!y-bo57dlp@1}AGD%qR{*esA4h0eH* z{WnQ-b-_DkN^L29#{+i*v2L9?>PRhtZW;qGh6+D9+Zh7*6@_urZ7P(Kf}Q#lCh86W z|MBVY|M_s}B(FxRp8Z$@oNI`-v#g0`XAXIHx9fuS!|=;=w`+7-EeXRDd!w!XV?32+ zu%<%l8osOltv&aNi#`e&lL`$yNb9kmHzngpAM9F5Z6zE3pN622*^A-%Et31(p!a==0Bi*?7A`&rbA1=FStvK68 zxzUL!#U1-DodZYCd>DOB24hF|d z=T545%tmVl@byiV4)g0<4v-Sg=3PZA8|Q_=Hth;we5o?2jTs>!9?mrSkX&A&(tSko znOjj~4rJGvDy?lGR@rNU=&k|hhNN40=kzNxM%G2o^Z@l12r|d!Ki#i%(9gf}_?Zv~ zR(c6Wi693S;C2_o5cuq65LNZET>WI}q>;C0%yZGk@ASnr6W0&rU|FTq zIpWyZtH;St4Yx5eFwnqgH#RG(t<>IrXU^TDtWR8n8JP8YB>p6?)Zz71-vZ4J41FUa zh;ObHrhaa_KkwAHSUVBGcky0kR*9;EZam4vPrgElj{7vu`5`0=%n$;0|GV?29 zc?Wf=j6pc_LlR2hG+2B@wL{Ib?NjCiBcylPYXt|hQqA%N=zJMY!2vR4!MOe7@=oUr z?OlGp#0@bXxa7jNA@~&D$qhJyhe{*0Q_WYDCCJNt7VsNc1Z^?P4Vpoxfyb``;b^Zk zwT%p9D*d8)jG7@GDrk=QoH=oI8SpmBwf8{Gw{Zg9K>F|uG39u+NX@U&A0z_Jnt?SD zvmHD*@d+Q@wVT#KClc^j@I7PX-FUM}()4y=t(JB`^L3pi7>bW91_1RBuaQkl?8BfF z_j^*2`6lo46Czh!apgjxi?sMW`YXs>3q)!o6q33g+X$J2^Rp6}h};1oAdb40dVqz= zQ^WWP!U{8uY>~blPfv~So^EV}A18F1ARam3yKW1y%WevYU*_khScqHgY2e>mEzX7u zgsVK#8gy@p5d?7B@$4?4eXR99d# zxu<{oq=T_-B-s}GQtRZyN#o0&LCm#-d6-8SMA2*+N4--=BU-=U(@BdKKI@jwfUb0u z6K0S4AE%W%>>idgr|w5ubK9NAXe@skz7zh~mVEyuzEq~OSwaN|Qa^-*fA{`FHDiWE z=b3EwH#y{0FInQWa?#Cieaxzzf<2Fbyhi_mt;pbSmPngFMv3xba3_a+_8w2-s)9KZ zkm4V2{!m3SDUl#>3*!!}^FIq3rRaIgz!v=WRffcwU>^GO7pmj>d8QOuMdMNdb4XRg zKVY}mjQh@y_i`i*yxFC2(o*CmF!OL!lwVv9{xrFf06(fks9eWtN`Y%LKF^ z%&HO;FEb@v;BVbaB#cBgz8Ny8;yyoWQqPzc?G0qReny zF+n|z3q2VQO4x1Mis#57Wm*qqng_r^3qjj85N5c)&$$+YSRgxMxuOp1|Dl1taS@n_tJIog`i)OCdyo z-InWNEts~G>=5+IYsKE4fx5UiREQz#=5hcHi(c=~-fT%-@g#Dzx)8EAeK~KmUTm+H zh%YRl5{EcnI684&I9{E+L28(stHZLV_+tLqicjn`tHt;Q0Dk`+6WJjkYjvk1d2|n> zwJM&{lY#b3o)YfW5;(TksvIwj^K;FNJ1`Y;YN}O;eV$+9XZ&R>+d3c4sAyuKoI(H4^s1vCWevJWbNz2Jx@K{qFxhM}+n~}FQ(DEDp z-l8=(y52k4Qzkb!frtF2k{{KcuKB~4F*6$pWkHrg*tO_1aAwm!)W`MUf z!SWmT8delS%bWd4(w|05)wrcyXzwD8%^H670uzn*U#$--?8Cnr6YqZ`Kn`o< zEvLp&tC^};5a*>CBMyF(p#JNiPdR}dLudN4g)(|aifDAnTf_y+}*)nLJ*%? z&U*gO|D^-?FG8fnc>mS7|205Z{#WDfq%R@-i)0S<{9EdP!@%xV-1s0zZlbXg_kZ;K z4;*iHwzNkE%hD2!-*b0={}O_-NQPO@PoVDbpF4p6R!GE`5ZXmD`Fj2s#9X^u+GB%d zS&7E7+}-~>N72p}pglTRmXT;I$=x0JB?NzwjJcj)Q{4gK`QJDazJzcul3CUBPa&p4 zKjB?_APy zy#H$4{~91H|MRimov)}EAoeO7}%`X{(|cu43_bZ_7P+YS5|{{NQy zM)~OuWzc@G^A$TW|L2>p4mSl7$Uot#jY150iQIQv6`3R|H_u75WH z|7PQ~y%;q6)pA?Z%bUs#-KzM!?EZOlCvlhrIM<1^6}Gw?G#j+{k{XWH&1_8N8oHN_ zM0A7qvK5V~c^@H)>^sDxH}+i?p8U&P%}F*)DA8@UYAY=lSvNS{34nhk?77hrd`pB1 zn%D?eUswxsDZ#;QR65m$1Nfo6$rXRxPU05on2v0N?gxbnDd4sg1;TJ!LE-CoMTIw$ zyGonb)@uQ|KgtbR%_0^2OlMsT2I%M%_jd94BNdsr%CzgeOJ_Q+&sm20y2}FW7BLM{ ze#a(7?o{!LYVZ1{%J(+A7K0a_Nm^^Aum!z6NBkBEoHQCG1hS8_%r zcfU}-8|$NZm6G*&v1<&Ljb{4NZ7AAo7`bI(;ya?UbnJw7z*#0{=g53F+*LYRvvbG zK96|7x+;!!pJ;)Z8-5qHl8y`0^?)1`puNl5Q|!($GJ6WBAEwz5ql9vpnT4zPy$G#| z=9d=J_p%CsO$05xYbaHK3pCSA$S|9(O#m|Htjl&p zX7}B9WU#MMsl#1wcsz5?#cle%t#9V!)h2NpXHOzYtZSt4W>28kA{S&(Z>&_)mp8*r z3~2Hw<3}>sV-S6qOXe7UML?~w$W1X?9kmS!u8x>)a5Lh#zOld zmqj*G_Cql?X--O^EH33;k;s@ajV#HBjN8E3$235%aJo3J8hONxb2p^j;|QAH7|=iP zsJ%v8>lp^;dQmq{WEImc)PBHmCshFIC`}a_D+XkKO3-g)BokE&gMKF~N!{fz1Gc<;G%mxyyS|2_o6c}(8eq9w7OM!WwDd=8nn zrz*zG3Gq)+)YDhw%Cl3J>;Z0$wKjofcDUpkpJl@oxdLRhxo0+-qp;ozHh(c_z_cDo zpTl<%JnBIeX<0Jv?jf}vc)c!Pcs=pim_!#K`|VmA^=r16cDO(z$O*ea1G<$ZWIg(N zU0PqS*^k_#TE1+v#;dmq+Ath?_*vn*^e+)kt_ouGX7cLh+6_wFb89`-K_43#g$`Jz zjix3o$9Se!4RN!X&$465^8S`8&rNcbZTJVX*_E~~J*L~Z3XVTDCG+M@AB~Y%xg)s% zXA@(k+Gw4rzGNpuUAM85o`$0N8$HgL!^2M4c$5E+EkhPuPg`{rne$DW+R4i%W}%_{fpgR!c2$69|yee?+x z?Vjhbz-Ln`GT{`4d72IL1Jx8D3gLuy{HYpQd z_nNVi)H@o^zl^{N8Tq1iojPRwbw$SqgSM-TBUS`E>D(2cloMvixIS4t8#ht~kRwk| zJ-_p8+DytfxWA-}J;s_V<>`pKvEcO*ZWjt(@Gk|t#wy9yT56^)cBOp$LGtU$*?PfL zycv^UKq1^TFzM;+eYOyqgUmManrjlN68h^3(sw5Wr=f)$pS)&B+bF7aOgGKtzvx%Q z?T-L#=sUI%96KXwYq^LUzcD$0Y@a=*GhFU%hAvQ*vH!yCa$weE5H zwbM6e6}pxi7x_Z`EIB!mtvTeR^xOK+mQ3V#IeN!* z+w)04)vY4|I=fEGhP^vLZx3#7CH4prh*U%Fv$1xs5IzOXvd?%bSlR!P@iJ`*LEqR| zwL6{uv>fqmj)$4eV}NRVxie?T8S{0n^Pqu1@qmf_t?Q_F$P#x?U92I_acy0=n!N47 zspVqOla4+@PDSZ3%=y&M^Nr-PO3_UEXOm@6(4AnPYXZ;$_yYiC1!wE$bK9npuW_q`#jz)Y6vfWL?DKjT#bSqVyexrS( zg-hwxhC(*I_t3qNOxV;&qZN*Yl?x$6mwJ`&X>5 zw@U^nroSGsN4F4JBI}zw`DK(Fm6*j*HFHpdQ2`Q5g+2IG?cnL_ov_wiM^#d`o8zE z!SCUN#U|>SLIKh;m&VvbJzC{Y;)cTVGj8?79_#k}KZ76Gl4R!-}k{zjy zYqWu?>we#rA9+tN;pk6n3LBYLlJ;7P7d108@vH-xbyYLcP%W?=nQlyzh^d}UgxfF0 zgA3*PkbA(18s#k=Nzq=Jd}9nxYbJPOZZt0K$gDz;>wVK1rAkXHd7|A+A(N^P$Gfnl*sSXX?=II()v7aNku|$XaTWN_0?y z=T*+`(Q@J+%AA={HtJnc$kO%9G_`bhdrWRF_!nvOc2sYK3Xi6ZYGRs$!%UvqIF693 zKrq%XtIdkEd8sS+NdHKwQpK58Bl>QkP|_g^V3cCQ*{v!4;09azmr_^pYXQZ%DE}%U zMaUQH5)Z2(6kM(q(NlDu>DgRV2Ojg-F*8cOn??&h$zM(Tba2UMlIeC#96(?Pem{z~Ca6QqS!y&i8s6@M% zSdW)9F;7!|`NOh)lQ6Jq^-6H)?p%)051_SfD`uS3b2yhY;o#`4oss%tK-cK@>dQvb z!J$??3+le-47d`e8qx)>*fXjVRr+OXzgcC^hTnMisj9K-dU+W2rRl4vvG+~a%1b{| zp+$d}eLCwC2@)E0{L)wXY_GR!8ynj&Yp$JDJ^Q`ccje~6mnRkz_&lqW2HQhYF%ocj zV3j{MTHw=~&>?J5Z(JS29iuX`{EP&$656-xTAZ5UOA&PJeYjGVcwuZk>(dta;Cir&!<>#w3aHe$*p$})^~=8bN%Nh`dByuVLnTe&A>UPw zdR$Y7KnL~N!k>ZgL-&E2>-nq_a_g6&M z;J64(_81+!HO%jpU_x5?yB_OtelUO5MJ9jU%RFbx&@KCrNq}SKWUeU9+j{&DxwCe^ zurkH^m7OJzraSV^^1kocFbr7k4*H@pDsGB}K{>QBOO+3@LU-@8=iEn&XJ1HYVfv*OuVL-Vi*qgb z)mF4$0{>90h}YAezM(=vh5Vj2v9#@llPP|MfX9Cb46D~hA$I~(?0_g`vhu4j?MB~p zv4#}66yxl6S<&7UsAppOOVK*|+J|;F=UDWe$0FG5zFk$TCy;)_Lbj#3m&q#c?#*wr zAIy^K&Wdy-S2-^Q@P(b{W%ns33jM_is%Bto_ubg2$lwdW*L<^-F(Fno%{qpqzcp+K zD9KBBx`!FAxt_nk4&?9okU^xx2_CazcA*=u<}SjHjo{4MSqO=m_sWoyx<9L9PB>Pf zPX(7!rSS@AmBSPM^;OypRCthW&b1D8cgq6@ zXP}p0TWG+Qr*~+N7X10}&`S`mSl0C8JRqZqmrcp3n0S2BHHs8lSREKbpGeOrwn>nJ zgRUH%AmQXROL>_(+ySqfk;N)+#S2!q@th+Mr{(o>Q@!6-zA|aQUv&D9D_i7WO!uud z($pn+xQ&lR@Hd10D>F4;aIZci#0)5|Pw%%yIRS1)@2oc+eHThin-dc9iai}G@Vl_D zogHPSe z7YDo$F6<%h#QUg?ym4<*%zvKgq@Ptl9(XBeK(FYLBguf#Ucpp!^YyYS?EcK0{!0Dy zITk9)ly)yiXQA6|d88;uSYddwf!h|HzLC|CDZF~|M)w;oa46Tmzp;RzH4g`?cDict2z6LC9rQa z01(w>eSI>sl#G8*K2N1XFEqQf{ot!Nx+`Ol{)G2NwE%kHfvoTJPm&?V@O%U=5{BV3 ztl_hapc%a9XZHDZHch{|KODWzy87GhjK3XRa+6B1qCB;-Q1xQhhuyzU7Q$?4S?*rD zzaOw&cXh1pehH$#Y~}x~V)?={5D4Tmf6`B*N#j#k4gPtVKA_R&Q`b69$mV6)n=&m-goch3DjJm-y(C zP0m%G>=~L`h2!=}lcqX+T)nBP+= zy5bYs&GoyS*{{i=sYKJ1fyU8qe`btz-ChI)G37ndAO~ctr;d**^_i9NOJU?*i+lFJ z+1h)xX)v44bmN05VR?+#ZDaTsuc+n|2lc`vGUBtLbb4Fm_Ub}r8d^6pc z`0aWBsr^Y8cuUE*V<5`ybU31$v*XxiWhSE(+B6dukL0QNb$mNvZ_LpgbZ4N8RA@b) zQym!(F%`*mLN8N7x(!jSuHH$4#v@KcC8y3Vz04V9uK|QCqN5hb>uNomB*5E0XX-4T zdSv^q_pgg)0Pz*wZ2y&GeeSPuE*zgyFi)RbH21lv;1Qb{RN?x#MY^(Hs<@flHvygN zfvVmfEuzU!-PwFz0`fYyaMg7a<6nhTD_jD8@}=vjVK{p|awigL&Z4Ttn<8|=m$1Sb zziUM4pZu1{H`@a4>*RasoE!PwPL|v~8++4NpAwloo?OwPfY~kup|BF{*T0|V zFqAQp0ne`3*}7&c^UW*yz#LkB!;c)}%IHNl_XBPP?^)`}wtw|qiEk!N#z{QlGM?zP zrYE7ThWJ%P!Qcju`}CPfQ0YHSlJxg?N?jj*QWSbFrdT^PEg&o$EhDu0F5Ayxtk6M9&Wo5lW-E{$)!zWktCKhxRw=-=fV`8oS=; zy)L%G<+F3oL&dvo25!lQw7-)(t0TqiNBIAMG<_a;1E2nhSI$-8Ms!qcL@7{`SNP83 zotb(!!UMUp!DETCrLc)0lt*Ik8&CI&6`*UD-mTV@-g1C@U~=E^jepz=4)O|I7i@X5 zQT!}jr+!6NC-s`Yw%PJQlVDn(P}5H7qvlLO?I7xuXD>6ela7+vgPY?e1vcHgzIUcE zuMocLiM=jKJo;t)HSZeyzrWC?=8@`l)#PIT=H(tmU7+2`$K8XdVuDlaQ%GQR=F zQ&#TQ-RT(!I^lMUocE5`$9+yyo^VbQn?yob2qCn%df@ANr6(ip|2=7jNjV9SIcOhRv*d&Nb>;!>>k+dGuq~~o5W+YxLdLLRGn>q|Hap#!Z4vP zqwSL7;@oWcGi9wYF%>cACpF1EPwCham5<0j(Bj%HlSvaGGqc3dk6BUSetrT}jQ`<7 zpdnYW3({tywnzW5mHts|!pMWzUfr)4tMppYZaMIGP1uCo4AU_9+MjwINC`EbxK@?! zb&PDvGI)37@~awuE&Z8SaQ{ww`{etr4{TP3p4~sviW)~s2`aMRL!R}Dh_O$-ze8pC z(Ql^p$32Ua;U=`5?Dx^84Gyo7sZ}1QJO$EL>22O?!7o3il-@44qh|V{Rd!o=4>cEb zEA+|BImoMxKU8k-n%An%oD=~cvgijA;n%>w)ICDB;!V>%Ast_%`tm~md z*LkGm^x6vN?Dz)<6D>*yItSLhCmSjMrLaYBr(ru=3rMU+HzF$@*qDdozDO&Ge;Db9|Znma;qi zkm-24===rc?Jd`#`VZi}!#lXUkGQ(hogGR^;ke_9_M%l#mK0gv7o#Cgco> zC;Jwk_iLFOClzu~Gs(q!-JI$&=KkR+D`<*Pr-L{v#5+9M^SQIzVUp~7Jg})3yrVN7 zzZ@-bb&W7zY}w@5d~?dESS0srV;zp${LbcGLDTvECkui9s2#XHR>fRDulVTM?=-ml z?E;Nw_vps zy5%oy4h=Kf+qVbm6Mn3blJ|#w49zQ79EO7Egvak|6OshN4A(gXmh2@)Eio>S+V-5S z;4IP!51qFS_N>I?BkBD6cNNy4^x%yW=(46E+n>rUnZqv;LXA56hxqjyLKeH&zemKo zY*wuykld-nhLWFic^`0B*qRlb92OoH!9G9^QPXGweKAn>VZm4kJ2RHydbj?;axg4? z_rQbB|LpJPtY9^D%z|Ob%d!cO&S@86jFY!JC1Al1^IJ0@kpLCM-zz{QcOZF!?a06G zvMrnhY-9cEg%Hon*n{i!M6fH4e}6OH)j9nyw)VZZMaCyfYgBQ0Tnb6WL{7~qSCRv<{IP^r>K)zy4^l(-mU%1=O<>)ay@yJ z<71WHxTN6EcJ4ZwVkzOD2FqN*3ytc}=&DrKZuh(>+t-N(~9xKh56^e=*M{2=$CD&f?c=ML%pc1*G-*J zOyl!wZ1ZvPpvK`64SQo*vcb7R?pJjA&^x~A;Ld$1(&K{J$RLnt1-4f&6+h$D-qoG9 z8o-^+h7D&@tL`pNSK+g7-G|$t@-=2fg83N*;ju|{|S|6vntv?D*X_p z6RA5C>y%Q90i_u4>6t<8{`c_?qn?UQfK!k_?*{x&^S~d;WZS0&uO^rbbl#9g*|v6z zg>ririGsd;DOcEaWFkE1bh<9Ui)0m{Lb*nmCBd)0+Hbs;UL;AxYriqTc+njn-MnF0 zb63C5L`^#G_j9G7K!x7PZ7HAU!`G7a@B5b3>(VFNS_!r_cX(@3?*H$pxATm`Du9Jc zIqQT|0QXQvm*&;1tA8Z2R>Z(^mii5f+=z!1?xs%A=Xy&pG=a!Y|rhi2+4d;c#%d@POfV^n!@JH^mYqeiuO%8PVV=g+4(rc zB=pI6b|#J2_;i=oFdJ~n2F~boZ=p1cxUi@%hl~0}8XYLxpa1zDPqUq){CBkx>k!)-G_A=0=pWg@yz45uGM{@Db!7OYj&c;!ifCU zZ6EDc5BgX|UKIRF48^u@fln{tbWIqNqPuRCn+>*eeL4lj(DyKS~EruK)7b6ql4S7lK)Q7k};5 z@eaJYC!NRX-$P&l6ptGOkH&+F)?Dn_<|gpLZM_)s%k8zh#y)$Je+XbXU8@DZuJQ@* zszKi9CQ_wQvFv8YXPvN}HJ7=;p<7DQYQ>uGbg%PuPI+zzo)45?^RCJvW^&)HNGYh| zngM=#`PNOB-FL4tASV?tao_U9y-c!jZ>hk~&2HZy>b1xMq1M8AJ4>s|f4wRTxO?hv zr3WN{*Wyt0Wh&5@@p{uaO%<`RG0_;B=iy^%7Sz2jVUgJAZ;stw4Zp+Gc?=jBCqTNfsxrOVPx|0&xyMy2Pzoxv$pWAhL^;e@w zNMtX|M5{XRus~Qv3+W|`_2wBo!zey0Q((xvB6a`9j`HYK??_-`sfnts%kq+Z+owl< z``YYLIJEF{$^J*G{9eLpD!lo6fDAVLVWW*MM7u+Ttt{rDo1KKL6lZ!`?3244BG>HL zW659frhmV3h?|X!f3!RQ-=%G2$1YYD^I@{X3~;j(mn~a=+Q(139d(BVzM0F9#XQxt_!^J^dnQ|u3SvqNn3iwl>vU|_$}fpZncil zJ{(!$`D^2OeCeTZYEYz{rNQ`HIBI*brK^cKx%8Jx>f>2xC_MP|WEVf!KE<>dCBVfC z%(nfQtuq2pomXTfE6hyV6YZ`?XM9rWoLdZH@+O{T0`KyWH=TZ^fjoYBJ{X*Q?#m-{ z!a<)uNg_|pQ09So2OK-&a8QE1U6uLyV49|IKL zlMtDXvS^ZeWuiUF_XisesG8bmM2i8sk+-dUVfoyr~-R31S^o)zsbq_k>}p! z>+K3IrMp>apboUvYu1s)4kx8gdl`Vy~+Y=+cN2FwbErXi6LsTvZDjjoNT#$ zqpq*Cwm&dDt9qjPj*=hT29_{8=kpt*u+6;}YvvI(kx1wnHJUdvr%}n&8QEqqwSJM^ zLjf-LfcM`fVdEGeWaJYHg&P!Xj=S@e8|Aly6gX#JG!tgRny zb2f=R35;YsZ_tKK`~~wqkxxRd=-ka{d3C_xb;91DoG}VtjLZ^I`~=+ZEtsSesYsX? zeW{u>H8UsJ+rX74;Q_YF{3Z^8nk+bcael~vmKKQOiAHjTPe^?JZ$fH1E5ZIf`l4fu z_8@LfLR1tzqF40@+Yo3ildYF4pr8z4IIS?gzc`gxe<@3#u2P7^NqV+H1NXf8+@jO) zf0xh7l}6;3n-C_TQSp^Zl3V{%P@p5LTt8(mxI3hSb#LNQg7JqSfg3w<5AlIhA2_FO zyu)|OcM$$$^{UHW+l)P1B!g;k|Q78vm2(fo!anP}PnsW0o1C{eI` zNYJ;oIG+}{5g3?scQ?DXL;xOg8KWs6k>!ug5bTzJBM|ImofL~MtGojWXa%xL{J|KRXekHcrk++p zy2O5~1Ipc$U*awEz1q+-?a%*kxyO z8R*xT-s}PEj2Hb)9j|@-0M4da9gpV=e6;B0dgZ=j#mu`2)9k}~^}@NrKUQzm_a3cs zxu-5buUBQl?f-u1IThKHg!b&UN~AYtKKl)vWehP^a!xhTHC))Axv*W%lD(K}eNKZ= zdq_}knSTebS^ckVxphe6K&D^oJ;2Qm?doL?ws6O=3fh7XS{iMec-O^8!LRI_B#Re0 zz4*0IZ~xtdmXdtXR5(n(3H6Ip1(Z!=@zg1YFHy9Iofd9YBC^W}&&9ajIbxmY1Sq#d zGC>}e_y;^#B1u<^^bz@$8_G#y<(n<_-Lcyg3JzTl5p9@oV@Us~>^bF=m@?)69r~%b zOy^S56*idjK<%xG54TpJ>2r^LaDSnqGztQL1{}u?)McS%B_9vl0=?rc^Q^D;*IzlX z2phUSk9cPB;@WRDi&D|sjG9m^58$h6l7~Z|yu6ZL`oJj;gd*#wG!F16$egX)h6(CU z(vjq;MAxIe2&YClDjO))@i4}dm;;V|8^m(Z0r_tkp9x^0#iK^H5iL}oS8HOCLmppV zrX}k;82N8ozvtPrd4us=9z z@9TDY=YOH@c3}0FA^6S{9qXgi=|H!>#)GK5<7S`J5D84K?nKS7mFT2B50=bWl>g}a z<98{O?Zv{Pqc=dq05&PWd6*_HYRc2&-yky~MI|?uN?huvF5Y zZL~Wnao`7+sdPol4{35rSv_s)NQKA65}+jj%fYoRWKf#i@`dw83(ZCAO)7~(PU3gc zQ=>@ZpYzK>OU>7_Yf;%d&~P4-M)q$xgAH!W1z)ugeuzGA6d8yBdm-AOMD`_)qn!Ec zV1+G4pIU)D*%5!mKtG4I!;^Ub#7S|F8@pKP#G1rf`{L~1&?)L5nVykt4k<%qDyIVi zfCY{>tGP|}(Nn&@@?TzZBSYY4JK3#B%d3I>DMP0=!qf^xMzC-BpE|Ck@Hnr)U~0Bt zsqM9tx$RV6;6K0zizan$Et;+5Pi{lR~@I_?vqNdU)^=yw6^LjKQ;H(r9C`cEw z973y{h^)=JZku@wqshk}?zZF{|WZ?xu-D{$xx#=LA1oy3`Y!rI(*wNx*8z~*|7^&i7-PpfD2IU`B3 z(G5F$8DG{n5^t=I-U_s*e+$q$Se7zY7v-B4{C6AyX+dQ4=yGnG?7LF=sfL!owyi^b zVf!m#q?>wF!D3U3BO>gg%)VE9o20<{WFS)t+LdIPJz9~kar~@wf&H+X!YOp?OgKN9 zrU#3uk`e@sI+*vc5;7>Xk8ulkiF9YHopzt|=Bs?c#VzsCSTthMNpg^J+%%ugQ|`j5 za6TxA*~Dp^d(k%>9*&J_v|-LkaFhZUiVjkDsopqit!G?p3MaAT$#>icgH2u`u4`y!pjxT)zd58ZRWA}OBhC@V%{(~4GQ-AT*~Y?i4tW@ z!z^u2mP-D{Pen09!Dl}c+Q02?9n8I1bFUsxufVuh()N5$nhEAby1@b;3T&y)@|4Qe z;8b3rEB7KFb_o83XkNKuY2kkYybi@V%q%N$2Ow_MFc7#pVn{97^tEB?8P9t>nTS+p z=vwAkZfqF*-g<1n1#97av^gu;*aXxvaeabHi;bwIWTJNgZ^R* zCoA7*`M`|#%mF@!b~9shV6C8%^Gj#83zB@}R2U}m=N#+&g`i2j7ARnA{faycUi|w8 zccpY85|f6?AM)A&;cTrh1>n5EhiyS$tuq+^zDzr&*(3NdvrEth%-wzICTHQUw#gNn zswA|zYq4!9MZX$R{UX?Z`iWnuI-K-r&Dg={W>M(O4BWyt!ydJL@pljJC>X5Myzn3Q z4u8Vc9b0QH#gU2y7eS!ucKP75JkCqJeh*F^5^KUUi`*x#R~+K~np);H9cnnXtqu_8 zFLHSo8CmcrzJmJ(pkr0P2Nvb_(G`8ZA-Q;O>O z1KOQIg3EE670>qEU0n#-e!63cRaL*_9G@`(R)`c~B^yWXm3ec}5p=34@Y>O|vk}+t z(h~Jiw5~@!fbgd*RpHUxtC9K@fKO6)JAUhe$t!#x)LT_By2%qI?M(tXxjZkn?&e*+ zADVl45>@V_{N1!9%jhKqMaLpLUyu8TK1tG!H@THG-{ox#Jh-@Mz#_U!4UVc!Qs;s9 zK-kYh$u}+N$XBpoD$DT5fC~#Q`A(&mQH(!tOLLlc+@Hw5rx~D(}zW^_%75Y*krSE z4hm1AC|ez@N72xKAUYRZvgl8I*|3D{`&~ZeS7~;c%e1OMH$fyT!b%5A(f}X0mlf5xp_M_Pm3Q4Yn?XHqOWw|9utWXjtR|W8H5z`=tsc~bCMG|{ z(2~pBB@wv4i=x+#RhvP0IR{Swwv8eq5`SnLaUSFxLZYxz%t;ux%;ujDWw$xolqEe) zAnyn{^R6s%uiWDp5pofQZ+MRW%i&vOhzjCuZGK1mB0^A4kPoovlme~FgXAG5PDhM> zK{vrHM}bYLRQfRMN%T@)H zc9onH#AW{e`X04&sOuvUWH>2)_^Hu9;!kMaP0y6?MsHv7=&pxmRh@;u$iv*5G@x~y z%+_%edye#08sS}?V%95g^KF<|0h^BCWWlekKF`QzPkRq`$d%oEl&BP7DL-{f1$(XM zBg?Vm^o%R-{9((40uL5=d&HewCd~af*uw5|;X+xu+jC+r(dtqF?LQ_e5%gGPLEm0A zzI675x0t#Fvf4c}^xy{e0+cb|sqr!(G)}#5x~#Yu5JMhj9#84OMc{%%jm_UX<>&KF zFM291zN00H4x_R{yNy~ze~D4hL&Yo>7hOxs(+HzGV#F210B{y!M<0Kv7&GZgZP1d% zSCwLW@>i&}7NDk#SYX)yyaZj3!d+c%@ zx1>Hr_RTKMN%36Hl0qIAA9pN~c|Ox}L=zTtLAkB<)|ZdDVS|rUHM5%C-N(2ML~~U- zZi`K>AifU+detMT$En}(3qDQLHuvA6Qd2FxTZ$W-qBbKw?5@AC0ivr{jxNX%aB4~| zsmvrLnf(^ywk@-<&*Ok0(dzHA>!)xW4*%0Cw{q?3?RPA9a`O_Jn zdLS$&>k9Vmk)wlplPd=&rZCi3g%qSw>}NVwDYKt-(PNUXSa9(Yv)5|kLhuna(WRDI znF*Vt@;@Q7&v$ZSMTi#ybc@09m^8>gA*-QA(O~E>vY|E6p{Z!%*Px>dz{rIOn9ag9 z;so9PLq6VA?hhAwbWXBW5lWMOtfW;<{ye$gOp0oDN;u1 zG2r)x!CNcPanP|8q)?RDsUYHX>5&DUhF%h{;0>*kc}rkp_`qP|k_Kotsmb3oU3%MH zE-`n9?wVrRPy5+Ns@BKT)S15PNiFTX3HOTX+Py!5e_!Q_ zb~W^U<|1X)LMxRLml+$DF1o;*lj7B=nVzhA&r0E4{yt>5^a6HB(O+_}x5< zOz_foGBtCM+4(@S+-`dz=jyy!ebF)OxWKM&zA&{ zZM=VX_DM<=NfmO|phiXjPtiPd%gR3qo8Wv!9W7tLkILDgJBnRYd?ngJhqsrsrUD^7 zZ;e*eTn40a_>`d?hF4w{s+~L2VN77gh2Z5&jYBMuS1S4{S+;O0V@Rnr=&bL8vf@SP zel()_UH8iMaBO6=eN!NyF$@_6Ja6LlH`pPZ8Wy#Xevaj+lXl+@!L15DBKv?V>oy~$ zRDBcl4xKhDUpwmSd0+19;RE-DgHl=MKZEyE{%g#Bz~#hz*TZ`p>;R#&?8_jNb1!{u zb|Y>xmedsU(#~4Gko7LGPWtvNJWhGi`4fJSr_N@m`=!L>AxWAv=3Da(VBS4Q3@E(i z{~Z_p^ey#@$l|sRgSue_fnXkUsSU^>YS1qPQPg$E*dqCVVY( zZI?|`X~|b;9YWd5s&r6IMU%vg@U`p|7B z<1b7l7dDlmUt@RtRrfLqch9ah3Avhmy+S(f`8oF4^M^+KwN*7hJ-xF>Oy%amJHgkM zoc-n2&qUDVZoM;oO$o*gJ9mXWHpTIfJk%K7Z;|EqBp*KZ~=?F4(7IUpo9ui%E1OuVNw-XTx+otYPpS{RD500h0*Ifg_ zdMw-_eDtY%jTvKE2C7XsiQU>jk|Uc{LkhvW_Ev2ccFGyZS4<6*0od7_b9fVH*#?D2 z)IX7S%A*+?Yh|EVz$=kv^(73IZkI@z{JW1k zL?;0(!RbL0k|8J*yb``3dNcJxF(}CADd<(8T9b>NwFW%xb{pv`2J%}}_Z~=#)?yM? zNH@y5`X(IOPetS)z6snXVIs*Zii1?v-Pit^8(Y4c%)dAE;*2M|19LF>bj0RbNNnE} zuZktH#TH#Y!hL7EPOaLqE@XzR@0dsp^hP~wMy(VKA7cvBSyNT=^eg&SJ?di z_29sa(CG0A{w2rXn|h!uDh#W1ys)g86Ka+*Bs-KHAErgAuIzdEVf%uFPTwp*j^%(I z9UBl3qJjD)y4W3bp_x?6EZ>z&*+~=KX#~E*lz~raFBJc$rn~`OW+e*a z+cClP*e@tGi$dz@Fj&|jt{@iP0;R_*OHk(w$s0e_DlHLR>^$9sYQ+$Z^zth%mkc{) zXkmF4?gUi=ZtEQ7znrw`+5tXG2ir@UrcW{wlI)R;1M_vaIaXJs%NKjYx#yZUt;tdy=pll!3K)Pwv@iAP(>?Z!6d!23Kh)PpGl=oMc61YzKcW85zs%8Q zEC(Idt}erEp&QE2Xi!h-62%yajaJg*rvGxD=lsxhTA$0lg$XA%Dqeh%r>~$b;KJ;V zkSKVDOdQCf1&AfZ$BkcAQ1<-L|D)`CNV%h&chqc+>8o7X9u=K5r;)`hh)dY~f6qpp zmXDf?YiK_$$cZGWydxy|sEGB5ai!38&lmG+Y3WTcH2+xHw|P*d(p=H6I?hJu$)eQ!**JLx>`_)=MqM zU)}!-tLIC)$lO7TA4d6vIz@$oPU#T=a6x{)<*)!X-qLwV>kZB=e|9{3Boym?cbRS5 ztC*s{^)}#ln2Y3D5|7x1Aal^JT@-YsJ|F>(&Tg)jUSqAB)ltmzI}z=0Is5ciqGQ^Ikhx zo&d-0gD(ZLOo9ZH%pZ5-XE1k?qv=nE@zIfl>u91#?!XEUyUlqT3nvzf(TZw32|}_Q zNqW8&Bdo3ET;#;4!oOGzm6cfI!nzt%Tf%B3`F2-AY?Qab#I+sf@DPJxG%iw+9)PQ# zo|0|&p~WMN58n+?1DU6nprP>FX$xz5#um95B1 zTePe9%Br2vubyx3X&)VjTgl!CD4%4289z~7KR!-M@4Qzdmu`FcfX_RI$Jx>^*wlN5 zP;4DR&+X7|F*1Fv+9IsH<(N>S0<6g%-RZ&b7gyVO&i^=Csn(LARjwp!djGZ0WSq*1 z#FQiNgOK^#`m6yrsQv-ub11h07|lzG1!f}g7~aIvP4tb zjbs|74$)#Tio7J&ST~XTbrIP;#k1D$dw1MJupvX(7BJd^dgddH`qawAc zWj_UP3HQhw*CtSO`XrXfBea$NhQ&J4_0X9 z)!K>=QfQxb>#+85jun@h^(M5R4oIa*@Vz?0s1WbDWPAp!?YxPYHKTxGJjXi6^EG^e z5i12N6t(XDsRn%u`oFlP1J?mp9Ha?bXu)XfIulKIG=i)VsjL4P6+Ay(}`n7>Uru4czMUv^wh6m zoHl`w1-Yw^VbN(be1GS7Y07_uQtvp)@2cDj#Jf|0ib_=1GtIfo@a=}SO{DUyCwW)4 zFEloVvL7c=D&vq0^Tce_V)O*+PT}Ecc_?T{UsE{^WUWUhg`gPI=IVrTU3s@g5<7ftiQgKntVS`*#g2;E1s+#6|!-PW*{duAP-E+oVIS+W+O>YTcUl{PeYm}7=n7F zB#0U}u(r_J!IjT6xam7bfZ;5iloen1mhu5T9Sjp0kVZ%BR6ICPR|TU(7p!j{F<}o# z^J*cA3zu^e(m>1Y|3?p8d+N5?2|il+g5&hZf+>4LV2`7?xUwB7{$4wFg}^$my)#$t zh{mwOz1k+#sp#tPd0b`p=aJn}7Khnm0%4yxBkigBF}bG>n79_NIGC}VbJ*rBS6jF%atg%K`LdxI0 zkUebnF+&nnIZA!;9IJwZVSld)%P|s@riOqT2aBJO{RZEH3d0FHpb8-<(qkUH^pH~9 z+M}keSI6?wPu%3BH45ypholL$Q~H}FG)j8jYinZNY_itdFB?AC$nl-(UTp9Rgn0LGOZ=&n|LgY?S}t(U#`ape^W)51NK zPM)d8x8C3Cu~ZRJ7;0=X83r26?M4Gts#9;SAgV;w?~3f)1sz=U-u+#m{xfwb(fx^; zrAg3h+E2#_(%hh-zSZr0^D4(0IHr>!C}cL-2KX3xo}&2LR_zPLbXrRUPtO|f{KoN? z@@ZYHdEa0yu_L$-x~Myg4h*LNqig99BTi6Nvgkf#1$&}c4mtMs0fLdLiuK$5ZbsZ9 zHvZ~3D;*^XLCl>O5ObhNIfM63jrn|^)Zna~o&YV;ShppDQk!se=aQ~Nj(B$h0FQ9% zLc#dGh+*Rl*!zEe0v)bWEXY?sG(;Ob+D-9Tv)zr7pg%l)mtNq12Q>W@|77WWvN~zW zr2YK-Wt6y<5pWYOx6N(n+VNVo`MzZSHnAE*dlp;r&I6K*yBHuqKgPABKUtiAQ*dGG zO-8<-ATuSt|7Ry)f_aRd3vzH9+P`1Uv^Yru{`};}iF;v|aJDfo^W4w;1uak=2Y=A^ zi_itM&BW7|?!BRFO98jrvLo^3mHCB>aiPrub;v}30t{AuXh#yS<{Gs~C5Qy)duE`nF*FG72?hF83VFXPy7tVftIlmex8?Fcc1WDQ+}anOcPQrB4D z#WkjI=++YS=*ja1c}iZk#G}S59u-oW^%}uJd*cj?SwnpWr^&=Y78h}S^gbJM%~`#G zmE7)`c$HaUNvyb3MZ&^$)F8FPr|r4CK?%nMbg0!``nh1te63$PB`nh`XZOt7b3P|h z^-MYJev25nreGmL{r8vXZ1C{A42QdOLu_Dy}$w_yc;(F{!E-xzUB4UOfrw->UX}C4C^);wA0(P;su?2dAcx;kJNAVqE z%MSqMgmE?HZKY{j#0DoidO?n5tnSVtS1g&v!bB?{Rhn>uo=5*uLjjZ(A@Xu<(5~oz zjUM}G$<2=lbwwwZ86VLqroIeOD)xFKuxC}a^RB(oZq0R?11Os*w7z;~>y;{CDw-GP zx7)LjtiJTjT~A$9RTJufvR+rMSaSw>4KmkWS$lvfdm?6E_%%GJu6kBCR}PGKWGKV179vrNKaL^^EJ`!x!g%kzf7^6 z36y9|Q07Ad+{q5ch_}4CtHJMyfWHj|V~}ST;QSH`aQSH8 zYhy~!--E^nHpTuyq;H1lqQYZ}*Jz|gP0H0b&tJC&dKeGaF!BaHbeNdKP_L(50rDv2 zc}B_{!W%3lr6yC^GN*E57BJweIs)?`l>_IeZ?}oc3$9IlycbTY-TcbTZAl`HtVanM zQ*xBE*O%Yh!c1S7+G|b0L1Lj9YT9RKftTeZOML z9&d;tF)Wia56c)mg5&QpE~6WCiE=e`~J zb#@;xCWoLrjM? `(0$aNk62>Gknh#pn22i=!$tGPgUrVY!7NWpCWz_47r&=JkgM zU+;Q9YItcbGJOrF)6Jlc*6rN@&Bi=F@|~QkQ&U&fw8C~&6|R;VQeXmPG2&~%e#;-{ zgaFECP;I#NAimHLed(hhZTiVR!Qt;jKU~0e2mOV3mKI9M$zM+N4y)Q#U z=>*b{IG8`lwu=_U1VfT#{zYLgu7g+P-3Shw`AY{E@WL!|hCS)lH64vPmO|w7oWbvsM6=a+duR(bBF9-`zVoVf&YCXJijIm$1 zuxCDLoj|ds8S4Lh$Rhh%_ho59`w4AhOf3@EMP`7npXD>2ZM>e892cRu(w|D3twoG` z4wfH-s}4TuvO83XWZwPmSr9P~m##XWV_oAGrX*owJV3Q;m3fAg1dD^ZsoTUyalN~l zB8T)+vr;o8KKdEVcVjQ4`0uu$u~-DyWl-!+Psr@O(roSOC-HkEc{tND>n7|~V%F}c zv+76c;uOZPIluc^rW^#$+1eo=%Z_-S<-(}btbb)F+%^;K$pW4B%k!~Kvq&}i94s-_9hSM}Q!g-1rDSlM~Nq!1miQWI$)%ePi z(g1XW85Ffw)E2yy9#T^E5En^HP7()7iUaS=+$@mFC#9_PQa_k~tUG9d_Mh;*x5Zv% znqI#w?pF=kEY(chhMSif-1@QF6<^#uyc3VY7&M2TeRe2$`QR7rt8SLI}}Mc zqy1D3#QDmrW=;&w2@K8>4=}`B5_Jj3_V`}o<{9}gUijE*#izCKz@cyGOq8$6!+IjV+ z>VNrIDGhLzNS)x;Qe~dcxgGKU*m@73rlR*-R76EUK|ra2NS7iYNQWRI1f+=~y%&*A z=>33*5rI&p7Znf?q<2E^H6kVSme6}3^z!2GcmMC+dGF4gIg_)`oMg^q&HC2#_2*XneQ(Xo&7UGnKVV;i`vG}f8QCWoXyOcPXvlHbD{+gNUb!}z#xF-)|(f{8__3`8yz=jlb0WWfduh-l?fMvv56S^K6 z8{&S*=^MVNUc^6XV`g-e_|xuTtQZZSm}}GrOn&Cltm5OXM-Ysc@BJ;~&4Fkj;Ajgq zwsc>B1b0n;Ayvxh6XguEr(9)e(f7V+k-NX1%EcI0vo1w&q8LOpyUTX)D)S? z#p+w5yy z!u>Blf137*KtYFR^Jxo^&aVF`ocdOIoNODTope8;<^4B2P-0n@ZNO)9fHPQlrDNLY zpK{LDJ!_@6y5Z}!h5pf4coNz0_OURU*pz3gV$S^J^UK_u3^i@!cp6swIyrg2&u(N} z=5h#!@%NB(`8dp>p|St6abVo7y^9;k)zS+6Nu+TD4xQfuSUgu+obOK(HI|nE6k~!P zGCc_Sd3<*x;QOs~qi)4d5hw7EgE;?jkfGekOim*ESR15MHq58()Vev73~v%tqXouT zn7*PVgs%NZ#6@qPH+&=1and@a!Z#ih+$i!U^EOZZml4W~3On!tQcOpFCjWfS8+jIb z`rIGZs0U>QH*@zoKj~ei981JZFF@LRfFOzbQq;Gm+eg-0eKHiXsjogoxc>IdS6umY z=qIf^DIwHMZT05t^nv|vemQ;SgWkR>-4P=nSGa8N`DHexr!?23^^W=wvE;D%clAgM zYh7{oyvcW!Z{DTdn)v&qYuzZ43JFSO-;KBF4F6)BdD}OXwTN@vuy^+ToRqa|9VbA5 zkNwnFhodrV_^`2AfN-e<)98gyfu@Y}8QpMRJk&>`uRK zGx2dd{=Um|*=w0ZMZ^ftRq&Qs!{g)8_R|($`|ia5`k?4{(brt`vrJbrA!DkmbjJ#E zdfcom2kNWjhs^s67jJ0>qKJV_%@#B0=Z5+vq2RO>wz@$c@k)`XKFU z1P>V2dD=rHtG@o8ep}qy@rdM|4-MuSPN~Wo;ggKxq#Z{w{vG^zT;=;Pin~gjGBd;c zO#TmWf5W%QK0$2PqO23eS3hV_%3>Ytr%Y%(vu#SU#X6`;NZc2zc1i-;fi^SFi4Bvp z7;fjIylZ>v@&c5eJZ0iwS<_qk2{-+WV~l-D3ho9n-S*i#u4)NBuLJCg1ZSneB+-1L46dPEAm%d*D_|VL;ArN zyQivuz=wDL!#|c6ErKJ?e4FAlr#E2Nbon+#=2Nb3P?$Bbpr2gHoJIr~Ql6b%bG{2R z(bGH#cjNbPt2Gup_xN~`1i`c!`~;k1Dtma?QjaHRwwJO}WlwJ!-|%@jR8yF7j-sF( z@p2I~mt4D5PkVd|p3B}Fn$EDo)!n=`Cvb<65szdhSTZBuQ=Ss>S3ik2a$|*3>_7*2}zpEcmQJI(SxUgrK31u6H{J z1J@ct@e7Hu!hA>CtD;;Le|k0Kdv_;xXyynuF%>gzFCkMB4c+67iXld9fh0MB&$gXZlEQY>gFZ+ z<^f{h13?u@oVHzB$P|XWa-N-2AsC}XLJ4cQPun-_uNC3x>0H!<@k?fN*9gp1hdOg3 zSX$aHshXvk{>Ri(rEe1;chM4>>bbWcK0`llvL3yBX|kx3|JfK`q4@TfPSM@6jLqIr zN&&di!SjGK&2VZuuCYf%$mlj88#hx#`3nFM*eTGC^6V{F6q~uYb1|dgiDX zIz(+w(BlTzZ?|8u?R!49CN|CrKolo;OzEO}+Xm^+tFG011_|Cf+-UJ--;E1C3sNQD zG@P_Mk@mmMaHheLYXSLjjxzU;VBgZY!f*K5@3dZO{U`m`4BP|Of0OzS1dDgp%%ksM zt>$gNtpxc-qnYy1{{QNWp7SUc$$1Ih-dvX5Tl2X$2=R^K;zK&PTj3S>;4=7v@A(`A z!`wAbi0b_l*EIZSm1>De2ZAU z$DvWCG4JiMuznAXFN*F1`ptA~8q*{u02szj@YFwSf)E1S0F2pNkf4w}{-cn7e9tIl zJ5M0s>F5RlPyGKZQUFJ<89@Pz2ZGmkKe9m%;DOKN zh%bl`_Xr-TX5Ww|IHBr@raWY_$o$y2Tf<_WNt8&aO?$Qcb7|UG0{=8N_@;L;=6`&4 zA`w5O+E%ebce47Zj?zdM^X@<=()7~IN2Fr0+YKW{Gh(bg`=~NicQqAUvN$EB(_^(* z)8qS5>om$bKfmS|ODe(nGwM+99V_*O1N6Scc5;L-_B^7n4+su00yLMw=INFc= zRUL5Z{u=?rZA(0rWFxNUbhHQaxf4YVaGroVtn;E!}ytuRl;PJcG3} zDE6OYo}=d9BX(6kXj_~Si&uq=FulHD z(XW%t!Jl+^M74E4_0JF&Cz7$__TH#Rj`d0?#?w{4gixlHZvB1p- zeed6HnI=XE6;1k%PNS`wduoQ$d+YCQY+eqle)6TU#kGZzaRHq{EnDvKS=4}L}_ zsckp?(I4&p6D(75EM)s;@ENr}us;;`Nt2TLN}o%~1L>ji>hA9_n)*hrF0~Nd#6iSE zKSQsB@=eIc{+TM|-dCQVR)%=!Zw*Ons-y5*QJvbW%D$1tNqW8+0{J`R{`SL=1djQh znKH++yUKcPE`1g$0o@Jes*Z_{b1yPd16>{8RYy&ykD-qpGR3iB8mVkb0NOP6jHG^K zT=(#P?E`(E!I?aL4rEo|#J!OH_NIdHFs0!m?DH4s2DgF2ZXLYMJ_j>6+HGTVN>t!Y zgm>ylkCFDNXfifX;8uHLwH{-)#@**llVJQKlH zyp}8|pi}E%E~Yh5&_#1b0lFjmVM3G-qY5vIYv=?u*-YfZy~kE)!t}R1Yjrl{v7UD? z%#HaA;!+Ffd_Ns3vvP-jm1UqS5BkWFVdpC8&NhMa&0mta!?}TQ7PflY+MPtH?!T4z zm95VU75HbXN5|DY%5rayr1M^aXxZ-o53#U!h|}Ly?p&AkO4VQ93jxW~qp$1b)W(vg z4RKF?B{@^qO8YFO0wpG*E zU4Q+4nAlfg_G55{ql=CANIH8-QOCa0!}re*3Yh8Zi;wtiDXZVx{Xs4(6jmrC7j202 zYTW$yot=s?HxB5JawH%{xe0w937s=&;En%SD+7u(JN?+sFZtK|^T2)T<(j=(a}+gp zcI^|V=|H9i%V1aqv(6qQY}H-&%F5r5IybR&>~KcGwae!4O&ngf=K+2~u%}lQyLx!c z)}!zxy2`D{%YddjNiA=T2|0yL={xz2bmMXWmZP0nm%_BLjO8 zDLhATvG5zOqnT%|Pj5xol|GC#65;i%Dh>p;JzOjPd@fh)VXqE8OWetLxh>Zufyx>7 zh%L!|6TYB-)ZK=c4^7cHU|pz>;619X4Zd+}qxx`2;+b8_DPq#Sgm!J4##(FNnrczU z5}_-2#b6b1)XfaE-BM#6&KQ~VY+VCQpnpfobEnI-RH&YkhW)RH*hvS`>b|A~E72 zA8$J{-*AU?Z_T)&qrLIs^9~Ld?i6~&+Qrf_7s+g|_@U@zlcAxKj+BWewM2gLnT7DL zrih3yti=iO`6 z5F?qrjI2rpdSBSaZo|bmiUgJvC*zr>_IHEMtj^aTKv-F=yN!wuh9|gM+HFea`jbo) zx(8v23Z3W?RywAJB1}D!hSYQauSwP0$mv>VmKo*Y56IcN3#-pdOt{y>-WB^lzhf1L z(Vbj%^(yBhOLPzc$|o~b4u+$FCH|TBua-i1V)&?hFP9N&Gk+Vr9_bU-dS@oo)5T^P((3s<)!?F=lc^V0 z$`vLxSp8!JZF;QYIgWgJ^y;CHhf^Q&O?h!l;yM>bbyHB?M6HO$HL%-ZBBC@u!>di8 zdvGuraDQgu1EtjuxU??kv{BItanx;n3FgR2#iJ$+im%&FqH^bQ#uQW%pIa6|`KMK< z8I?xe7=|PG$D5Y+7~Ck!Wb5s+oM!oYoi2$fs01GhbHT?sn?r#%FO zhpX<=?L^jcF!?(Z#2pv6b@{Dqozav^1y8OPM_|czz={%KJ8FN%`sKdYU1#G#Jve<~ zYBcqebGA}Rzd?^PIdIRTf{Iq6VWn6fT^7&rQlA_80o4Xws!|O-hocEzTr+aeSnxo6 z#}SKKtT;tOov=TxiW5(y*m(IzDwky$nT6!ykam9x z0w!?}u$>!@_pHt6#35Z@b0lZ#O&WNt1q-lOHl&2@~4C%9H@X2d8HyCZxn zXP>^u8^Ikp4M=RKdADA9?q+aVnq-z{R=xxdY|&89;-{cYLp%4^zdQw$#1R9a!kqT9qrQ@_e`!w`AJsz{Z_K0>A3);Ds7h- zUl!>#GVXUH#U_?7-W~VacZJnMhads3=cvQux(o&V9r*pSE>_>7>A=>~Roruek`RTl z+R1^~^3AdbnE=rpy{ls)`0%dFX3i97(9-wG40X>ZNjLwg>PIgHM*Gs}b+{CUgr+K#X zYZN&d;)@aOfiMujxxvpfVAUDH#@TS_EYQksz(~{opZ(S|V z&K@`NI9Zhr)+ud0_o9N&QyGI)y%J>^EcI;PhS-;pE-MIbHTcNuxE}=ZvADT|bVRrO z91Q?FKRDR{cEin1dZIX4G;l+-z(L>rC#?MW=$GiS+}wQT0D};Bqo?lrb{I>mpP}Vr zo6qQ6-AB*FPMskzGIj$*2#U5mIaa_mq0+%y(;M*(pWf2RfCgR<$o-E7yc`^ z>Ru9+`5fI3yeBso9Ymn&&>J`|EmJ|jsV62`#F z$P!IQoy#h-9F)fPT%v3i%A#Xq0L4C%BDNgJ9g~J9wv2238^bAKr}f>7E%G}oPMa!v zw)KHwqXp468cH-FeH(qE=%!yF15RU;z~{1+D?~%M6!j`~6>*PP@$nKT|35vlINw1p zk7aN4S6v37GQ3&ag=-}5Wa0;9kk6)+8!pCP0DBy1OP4!Y#5KH9@LSphcpP1!_h-4m zq-*PipR0N5rId#?(PWoef%M~O^+(zTV}~8GRv2EWjO!!x>*YBsJEQQTTQBM_{`Q5n zsH=p3v>+}pmU;dY5YmG!&)!%xbn_foY3PgT8k}6(Y%RyGi-RcUGNv_6ByoZM&7YKg z8Wj6(Esq3ph)dS4S}%VB0X~t25B48 z>zkZs>ln{qZ^W*D*SC8^{`|S9bAz#+G-4Bk+Z|3~e-nn@KkFES-(gp$R`uZjE0ug- zB<4hWMqhz;vbpI97#uz=Yq5z`Q*A1ZXO=eK4&3rg+cXaIq{icx+l9v=0)HI@8GMu+ zmm+de-L#qAHJ`Dz9C_^3}%qO=>+?Yd9{GI*?&GvLR8UH~Qb|3-Z=+x$Z_-L6|^1xu<- z8=I>Bm&v0^)xcrg<2bWoAp7Gee!_W7Fm9$uG(RG7#ulzp&cZM7wso4-bM3Q~^+i>8 ziYbf=|MB;GL~yx&uHWG87kpp~Lnnk%mUQgd>m zNnu8b6RQXeTHpOEWzJiSg{?2{8W=B)qP*;CcJ~--hjN%hqa4?`i|ZOzVTAf7r!bWJE+pj3=@5b7FkJ~axbTusN9=f z7a0Z&V|vmJ1Ca^C!4;+)SAX=`rvf$dP9G&kuv19ot6G26aDXKlwrsu*b0r74{+t*g zY%cS1*;B`F=r==3nKE@Bm*~v%ep87CzJ>$#dp^w(}(mnQuUio>_{BKNv^1r8(mO3_leA*0<&Dow>-19iH4M7~C zUw^B{ovPhgWhcG#ml`Ib@J%vhKb8fI23M4=|KBV<#lL|Co91gbbD4X6i(vgA`^}R1 z*CTtIVOh+xawgjlWNJ!3%!}3 z^sHAb;iK`4-H*%u^lT$j-@o7AeKQJ(EVy{7s_D~X1yp|9@Wk=vpIZJvBzG5>MCMHn ztMLlD+4%IcZ4|hwpV{>nt^MTak$J&gKYPtp)^O^gRn@O-RNPT!(LCpZ$`YpY6IhPhH@sMJ@}lpuU~fFByMaPZcUD5i=EVXC>Br(GR7R!riy9gZ7O{L>;}~t zL}XGoYYZPRoiCaR=Z|+0rD6tD>i;a`Q%k=pqVv3)J|7`oqJOC|OnmKP7c`Q5ZFDFm zBXa&3rT4mFbV65ius)79yhx(3p$dLS|LNgssNzgdVWFiM-kzS2%**!jJk4N-USB?# z^%e~`IDUJjKXJ*A+!_fx~(aH144MmFQSoJCx?;-ZS532;hLDw9%8>p8oZr?n?D84RU5xtD2UVdT>w$lGO|RD6~X(nMyU8RDm=v7Uorb6u`} zJ2XvP?KZ&Inj;@VkFZ<|YLpziuRs;*x8P!}S^QXh>6d^>^NLR$0x146Kr&%Y7%Jo{(5%$`)Fr+cS#51+)%wFX4zXF zPv^PEUX0F`AX$RfY%fY`4KDfZnAQ#$IY}_&co6)b1Vec`d+qGx`(;=A{gjou|MqW7 zZ*5{}o4cGhxR<5nAOoe5Na-HpKybM|4b932sbk(tK}94|dWQHB@7$ikvuZ&DnD-DU zxr9OY5F3Klt>R-=4(KtaJ2h(w^n3n2C$vDqU|@(5G3Hu<$ijmh=ijqKQza(*hX7iH zzri#8b7?i%S$`4(UkU|aJL8AyL;iB#YQ~I|#~xgJc(1pFlMwe0#O{ zp)gQ~+d)Lu3W(F?;6v66M685w&k!HN#4WyGiwx>4@p9==WR^QZSi-k&NE$Kgb`YGU zhJd&pgk|v~$|QTupWd%-s7~$p_8CB7wwN(KLF4JjB;YuBIxV9 zauj<2;-#zhm#n{_uM2tn&?O08l-5lIud8-gRxjx7LU&NsFA#&Pc4XE%Xmq~&b5;t7 z!A(0nYZ5fNkS74eOZ-A<5hK(j?7CxkpzlB`62dFpAJ|n9g%V}U-JjTbpjDs=m=!99 z7%Ggo4Ry^yQ?&U5C#%nBAUuz->uWNtYWmTS$d`LR++;tm(Qez-1dM+C4|V*PK>n}i z%Yxc8t0Zxn1Y= zOk549z|vD zHXo2Jok?B64RO=z(g)cFaSCpe(CasMUss|PIwc~U%7S99DarjCxK6($7rf`^!J(_* z|1=%R6CJll(%F4&GCJwzw$X+{<)NFDp08X6~=(mJI5={i7~D7T>-4}5B3 zt!p2$Mx0BM%|D9H;sY65Lz*D>i}~&%Ln&JQ-ihRobdE&Ca>QF{sL;k+si^40TdAvv z#dEw(=vU(jYqd}^f09*_q@~yYi2vPvS`o5vhR}|PR<`dY%8&S|$-+PW|35C@r*$I> zmkjMlYqg-)Fn^L;lJrKepNIdy<2OS)KD1iMCw|}4r6o}@FU>B|d!5)wxB#^D3Lo+7 z+^6Lu3x5#W@uk&5(Y*9WiQa#P$L`bGlZA_hcBHggsGFDmEYW+TSIEQv-{HHV9iLh) z6wFJ%myEyCb9lrrcAu7sEc`#iY&j*$Jp8Z8!sA>2KOeuADyysW^!&f?e)oUB{0sB% ziKhFyqKPK^x?=yA6U(c$L^oZFU*1Bk#er{T_=JD?DULS$ST~{K9Bp8GNw|vFKKk+~ zfBS*f>lwZu*>$=%R6L3wDgPfg@bv$AK+B^zuTEDxA+cp&mnN}(Uze2j|9nh)hVR$* zgSSUtkcox+y7ct_?#UCrk}URreoGE0?w;AHcFWRzdW+~PG5b_kuqD|)=Km*aax--uZvH1FDYrO5q71!&zMZYy)+t zjr)>z;)#|cU<_?0&t=jSu0U=AAN{idmZ`>Tm~=|dRq|sF{4PtDh^AUuMmuhJV~{?# z-iXRF`wTo8kY63!xJp==;J&6<*z{MU9NeAaWl4Gbrt7Zbl=1ACg}!{x%Aim>|9SH2 zLurAul-Ct=B#SU+9%{-%(wqi^ODZn+R2A0+ZF?u9D`CTG#%7rC9nq!9yqRCXKJ0wI z33Ka0$SDm?yeQO2;h@>R@>c>yUSiq6=)#I8R!OBSKI{H2{#*`pQLPY=7n0T>*pH)M z__Af{Vyw~)M;Ts|Tdu$FVkt?zzKBdLnGLe0*(D34*X3DOC0_1*0@so-C5v$YT?lEm z(j`b}GHjCXsvVnk1$3QK?REiym*caPgzY8`OJwh@D*(;h%R@I$i6G|SZxj=hX_T3| zW=P8x3cp+DEor4!ZY6J8;;c6K(q`?rt!6L@7B~Nxs{Qy$7GKm-C!Ug-;bu#L>kPz? zaL|af#5*#7v#jSXTX}h~zczjS^5DyL@%(|q;#D{OL*dcIiYn|UEgnlCWvjG^IQG;R z@`%lD>vo}Fr$-3PpPgM_#|Hl8#$9iTbKCpkD{IHE7L@%3T9Vjt-fdwWpY#~1rpFOE zLM@S;MOh(d8=qvxGnocU9Z3A|QC?hUiEyS`9*!n%dbk_B7ZB>UN{3SbLC~E(RJ(AL zsL<@=8-j)}U3W`wuI#q~HDe3MZ@mMjgfi?tP_D512x&%Bo__RgCSFKQFTP1Y55!Vh zE_oO@5N)7OWa($X2zRa&!2AUX2m(+(>U3CQpoADOgEt0gc9Z)>Z0i+_8)%>X6@O)O ziqVDUSvN4PAZl=F+f`Ed0CbePUh%u6J)2G@|6{fDj*Kxfpes+uLSMt!R7O_o;u^U- z+rZJUcBvh*P;a9Z`Y@ZRsP|0^O{i4buVJ+QwkbbE(bv~4XYO=`3Y)C`s#RB>3Bj1U zv?njr+>NGNybY-eAWy@{Sc8sD=Z}T3B}eh)aGV-Nz^%2Foy&5S03(ugUsp@VA0Nr9 zL|`*!%_J~-pow$2p8AZrL-+;(Jxrw#roP%glzVM8LZ%r)x(LaSuJbe3WGsv%KMGb& zN9-em0)inA1rI{-g6)}Gbk}8~YfJYAuS<`>FS}VveB3!N=4DDKU%@v?Ml3URuVtF8 zfb>{f^cL@4JyVtM2k_T^COwEx zu}bFF-xNkIyMo_5;E*oZjemd$jPQa7lCp?Fr2AKND9(R;q!fcRbAExP1)bl6qk`oO=P6w*k&!`k zs-zSU#$eNkKKib%#S;$;nbsTNK@y)&BbJzwU|*~4W^w7v+t`lt-2qNG?aBWa}Kf``cZC4(!YL~RNl&_&&lOWBx*zxk$r0Xg7-gdxy zt*8m*ocgGeZTYZ#$|Mwb)1JoV8NY=QOV%XZqn)f(J!LGnS3Nas6!ctF+nF>yfi zA^h0?@gRoClfvkBNBW+ciQU_-?@ghB5~qnDPO}G@=Oi#bb4q4s^hRDc57Y-?b4kv+ zt8{(VuM&5!OBptH2HMYqFs>wxWYh%m2v{UrKnW-L3M?dmD1#JS11>ZS zk~=i~xMkTheNAwgc-`&b?6x<@J{*t&j#iX5CBP(^ea#w&H;>!gIxqcNH2iXY3DVQJ zBrZzZNB467{Nx#Rdonq@_U6X=sVdg?Zp-#GaXd zaGF1%qgV(HxKm60vAVB1~u}|3<3iYb$@`NTQ-1f|HqwD9?kLPucuP@n&+p zK9!gZ8`|&cJ$C-8Unu`f8T0GxPrdtg&HY2Z2u60y`IRnRam_q+_MOWEXz|R{i+WGX zwdba>l4tu3{k}ge!?2vWtNi**(8cc*h^|9DyHd|RfpC%gFVzH$0SjxwLi*BeIOh8M zg^JUUAz&a<~dYQDS6R%vPG2qmnLA>I2Li67Ek{;pM<<@Ou2O z9Y{=WzL8=qy^pr3E+-qU>iMTcHAwB+-fecTdfxEW6JaK!-sCnAd+Pm*X~xi-@JLn0D38 z5!y70!Rz81 z%;2og)TABs9ML*|15TyZg9_LnS- zXq07T0J&y`<&I?d){gx8!bxmhGjaQZ|BJGd)Vpp$k}=+5MLkx7CAvvakQ{tI^ztgh z?LpV{^1Ten-B`&si0k%VIn^51jvsD_G%L2U%uwu)AXnefTJqd8@%3X$lL+TF-&>K- zXG8Bho??oRM)|hUdu055F(2!FP@x;)pDA3cfrQb1wO|TrR8e_Yd->MZ$eB31U+3-D ztEH)^iGDLiv~!2l2Z__9HE32h=YBvD_~tAy;qWszl&F+%~SR@9gfJEo-m({o4*yd5qs_+o2Fcq$+`!$ z1(-F?HXBJUmn6?)v8j=&@L`QZ%nqb64w*z!sL65Z(B#}Kk~}qcUKMlthi+D(KMQm~ z?B5EBzBH3_f%pfKpK^MRi{wRdwvc-opTx1DDKfu_(&ld*=Q%$=S*=u39#Si0`cCH* zo=G2&7JTvJ&u2H2%PGgc&x2Kb-+F<^Y~r$xJJhnSRKFVbFdQ$v_UQa^+DX4=Bt=h_ ziQX2HQ?I?ZGI=NcooeHG%{DCvteVL0$)hjoNYS!i-6X`j2a2&g8DttIAhZd zT>_`w>q=0+!JSYu_;lLzCbs3$!v$eYHP3$jtSN}(DC8uqBlwDVAtX|eaqtO%=*b2^ za8zzIGD*(AC}>ZI8X3Lg4B;iEXb#2foo}1V#1H}u6jySwq$1lKvO&cX}89Z>0A~4(o`XS0*`uD8PWCZ57ySeqskPLBYT~_+MwoGI;_oS{o;CPMi@#`#5xjrF840^VLTLVI2EPdM6_V@jL)3r4 zTP&gu*=1sCi2|!;QbyqWO+F4B7uPZgB80@fy9-jy?f)UYoT8rr7bH7=c4h>7`fM&R z|H=_VPNhB2CU_3~^@ofpYJL5DbQE3EH(m@*o}rGkn!r(|J8H^z{O~7Ly>3;S5yA3} zk1v}#`&Du)-`I2j>_A}Z@a^^Wm~S-6=d0QYaWj^MU5jQ{KPH&MO2Z8?(QErp$=eLJt z?zVKIq3b0u_h%4ll4FSz%gig#hoh!tOPQXoPEpFPtLFVwGVj|Egv@wT>Z%Y)9=S{q z#YM2yepmRGW_MaMcwf4eONkeDDKi=Q_4S_&dm{t8sTs=Q?M zod{-MZN3Tk+6TUQ=zFrRgDkv3vqAL!)6^}xtmJ~va&LyalBhE^v5EzL7{y|#yOM&& z94C#Js{CPaDUfH~$)B{=y#8AUt=>E5v5i{U5W~cF80-6u)|XFbRqu5bxU{RpO5~9f z!lI+i!hV}X)ZcsOo5vCddHpZk>rsuYQvW!DA{&5=sF32f-p%fFpL_?JyC7bj#~n}R zNJ>nF_TY5{ulEk;${+4k2czC3K@(wg)5^Vwec6Z9-dHR-cJ3H)Cs|N>kY$7Kv)q*6 zEnIBv#eg$^KIH{brUT1ST;MhECh-UnGY*C$J#5<8WT!r4-khl8j&J4E$+A@mJ`{9D z13&19D=}@Vm8F-oODc@&XmqC1IW+rkGC=B=uQgSpW9U;~ zPHp2#?GK58sMpp00p<7I*;KVF|F#P}FiVe`4?4a!+-D0R>ARiLbm23!;AfumS`Hky zKd_(_9xyOwQTu8BhO}}s0RSru+dEV}K-(dpHaLM}Z6Vns%z0Pg1Kb_|0YUYbc?--V zj+2Lo02ASla)&-VYjnG1OL46J&mdv~x7Jc+<(@>?aJG<~Jf!R=#>r0y(`}8$GLJ}PN?;fY?gn!zbPmTntttG z?@3aO_V!FSpzxD0;FZR`Y_fUK3)1y`Fe4SV(bRlO3etrS`v209L{mp$0wfkS=4)0s z1P?koy^_WkK)4`gcTazMDIj^t?##@F0dDg0^rZgkVJsNyWP|R;UJSMm7M*>XC!W0~ zm%8(&o#12+MSdeDEEXA@s6jq4UFk8BTxkwVjATDGJ>}{0u~3#>CB|Kka=5s=2bVRQ zQs^e=%&EY%k*oSSvR3v3;$t(yjCPektw`t37duiY(x_&dalR(&28yag=NH=shKB*K z!=cqI0+T7ec2r}SSB3JeM)~3f?ZqVx2-MEW(;p!-cywwj*b*=^rg?iyR(3t@38m~- z!5G4H2XT<5>oy^oXFe0ztt%+L#vi7_AvJH-#g|oxdiQ27A~Bs@?+3(y$ue`)ge2!-PxSte z#KeF*dTM|Ncg6KN*s8ON9B^d%j1Xc~BBzp389vm3-zZm^2=YtQqEWUaQ#zq2TL4R9 z^w2zTo+O~;1cyyy@1c~CFN1-=t#sW@dp`FvSOulGpNyfXfZY(JP<7J@o(oUVUC{#= zlfRU^q-WPWp27V$-8BCSj+>hX3FeVpnib=K{v*hf2_oYQ#z3^TGU!C~@-uzc-1CFT zqS=IC>+kJ5Uu*UQNPj*VYJuR>BU6qP84BUw{7y{&PO{9((;Xz(z;mEK+Ga?L@8kxt zC}PW#-6sYlcf!E++mAp1-PdCKa_PTmP=e+H%cD2uu!DkX?JM9{v-)f3zgtZu=PH29 zhxEs(q)ySV;4^bNu_TN0pi>h6&13dIf-P;GUf1_eVu*o%u@x1QMoiI73ESLn}6tlgO<{+3jHY93i|l%>OMXl9ueV+E*$j-(Z8~vL zrmZD&71d9cZK2yieU&E2PTffs*j{$?E16Uc+54!6Qr+QvTFWCpDDOpWJc{$KYM`2- zRaV{;XM!&momh9=^9kJ`v1qu}#q)zVguHH8Rb&2G69f~L5V*GD*b3VR2y^_4ha?CT z=vYo(X2xXnC|kr!8r~TBk4@RKAw>$gP{+C^C4jYxoJ!`8_=q*8n9ILSrbI43eBUyF zuLXX_8t7m&@KF#UX>lbfF~`a_Az?zX5dN5QUIs%7nPm(&``@p*j{u=nC0D3V#vLXPgN(|{ZR+cJ1zgIm0S^xaE;`_$9RpI>QHno1Vj z6(ab?Z0icpf9xDOuO0eDy%dxy*fR>aopd6pxBrz@+BBS)shRDOwi`=nb_2@VumU-a?Q# z9)^)W$r8=nCZ4*|7I;{})u09b?CM5^pj4}WsQzUuPW{4S`pZm222Ol)aI%(? z@8);;dH4^1z>G;>F#a%O++QabpSx|#B5n#|)6~I=ECF;?g@?IF-6A01&kZbMTidAq zVdt#WfJ%ND!clJ#l}71cdRI`??rB7w-(iAb9eMYepbsy;&SLpI|9HWeLa4B_`0&8| zVa{!Yuv+bHsv1!?xw7gA1|Ii8t7uT4f$!L-OfC*Szd12+5JVCJg|@xpN-<~q!ZTQ@ z!YGc_4QzK_$QJ^4;45NB2=8~}a}bs<({uLj+WACEc@L8v_pEV8{e$H%sRlEscQ`5R z1SSjz(xJ`Gr;V>pxn4<@c4Va!eQ=)E1+3n^BBO2q_oR9C&v{p3+EL| zl(e)lL@I&Izqt&G*$DE$ll=$GIm2oUeo=2d5lhD5C%{I6-**1z(4-*zVZB;&g_zB! zzwMe_lpHQ4zrnK@?Z0H;fRy2*pBk^0seQh^?p#;hXkYn()vn!I@{q2&xj%mRHbf$x zY!Vz90FGdUEbqV<441V7&k-G;0XDF36n#l9b6|UZB}Ivb(X23BV%RDpnnvbf{;@Ts z4%xt>`y;VNoTn9ycmKW zzcxQ)DYRrikh{OU^93gQrkGDoPw=PGS73RKkZJ|ho9jKVm+b4VlN;RTcO|pNyNeC` zT;7}~&hTizaruIxWG-Ymaj0I7Wn3nO(jLJtr^6bd9f?e(J()m#EB3~M+O>OFH$}Lp zQ9=|>%qP6kE(iNE+-@1>fxwHmfg#%;1XnA5wY!q)RE2{Pq7m4@eWNo`gwX@w=Y=Al z8C?wsPw!JScXpU6pjvLHdfxu3VEJCUW;~doD0ahs6YruQRqj_8{sSf->pI%rN6S~A zcM0D@F8svl#a>A~g~$Oq(w*l90QcOJVyt;CeI7GcYHFUylW~)ItM}tSVkYM*21@HT z9uZRaL|R=CrfA#M*RBx=@7zCowkznd3U4CTqy&PkmztOPH`+}Jf)Bg3(qoa#!oSl- z2*4s+XDb?U_KNIO(7I?_=r$s(nER%;U8F8v2+2))B*i?rr`&u*U|U?4{q%MmO>Vj3 zj}fy56de2G3w#MWRX+P*5Okb9L)N5W-N-LsE$7p&TT?n@0YS!Tol%G;vV+zR(G+08 zREZEDnzIa}dJ30_h-^c8y*|Y_kc4)%o<@F!Q96-eP(PU8fpIG62>@w^_~5YS{jkI3 z=@NG#<`+2C4Mx8LNFjf`fAm>mbiGOR{>2w3Rf2tPx+pK3<-pF}@@XVyZZ`T`^m1t@ z)Apv2XJY%B8~MDe(bdCR(xbm- zQs#5&@ppdiM!?0Sg&v=Hu&2={4j1|g>~TRF5m8&3kiyhIGuyzE&YKH(^{x;nXN0!z zp>Er$4Jw(|qnK*jTS)I)X>Hx8Tg)jPzBu;9;)X=RXs63l@pVQ$(|6iIDS)mUbTi32 zHRSNjuz{{5P2}L73k~PkM@?vxPvTt&g@)kTwpeeRG5(g&Jbu(uIf)LJ;Ddl&Ar+GU zQ6O}iFQDM`M&Y+hZenYVASltL1Qm$l!0&R#|I7T)p?f>>F0i zdG`)MuEcWQ+hLPJwG{gZqXdbFhd~ z-ncC&W$iHNVpAg-C|$kp5~k>UFf0*)1&bm>(OniFzDlbrab91LitddI&wtz*x^%9~ zfWCwLa!o@pot8F=_KMgu+2bN`g}TJR`_e=<$p&z?ZHoagessnUJ-8#reVvAH=AC$4 z17Qo1yMLY*-79HLc7SA2&l&GB%{U`Q_goXTO>3e|+Q|6y^Iax?c544bMnj-tc<={g znoNYD!XWtI1Hp$bp=n>C@-IsGOES%;bcG#<+d@mV_A?gA8aSQ&hA=xCPUy{7^6w?e%$M=I;x zJ$Ev3L>OoV8U|-mhr{cBm{IUjZ`VCFZ4U|bn&~Y`Bb*g3`*XcJCj-hw_l%uh8Tb17 z@{PF-W45;_m)g0i!MFIIC=)Nga$8d#Zlt1Y1IA>qUk)>7y7hw&Tbyn0>O%GiH)+eN z_bsoyLT}-L?EvF$C1ki=T5y$g2#~qN?dvtU*PQXpxzjcoCFMX zV(l;0zC${UWe*l%^aRt5kB{L@b{UwvfxEKu!my7ydh_2v<3hxihFmYODW`&do z5-F6wA#!z!jr|_&LieuAeTG(fn*plSReQB)^P&3YDD$GwYL7@fjtV(B2w$h zW3+Rc;-H2=wNAUD#=?VByYP8+b40e_ZJS{0yrSvyy8_NygyTiPHsSWF@h(9}XE#%G z@Ocx8u~oREeDZ<1(h9Z#Eb!xQwJ=@(><~R z*vQKgUUvNTqVR!ufY_*Fns}Cox~!PLL(`{;s!DcQvEur^pjXrqqiN}(>U#M z{Ey=wIl-0Kw8oN5!ygzbb~C!!z<7azMZjC&D2vgReI~kXp&{8J-?~RgN1uF~M`%xU z_M&Ik>2obf1le*>Y_kKe!(2@kr$7UMHvz>;b6XP2Y>se&QWmA}o*tH7lKzdQyl?

bqR} z#D<`DgbG6TF%Tgm9a8+D#mNCk6jo6a?@GHvu;xC)wY3C;wTf?z!$JPt6X4%Ovdjwh z2;x(WttgNT+;K7sJENEo-jc?^-vRFIyq7X->BuEgknaSVhYOr(q_V``cGk$?ZAVsI z2~^Z`P*L3RId|fZ~yl7WxiLirz;? z)_gw~kEn0s8*bTU5&&EK1)EOQozBP%Vq)n2m^<-Z5MivA$1|M*$>QpGX+;^pXwjoJ zGU5(LHjwR!_w=QpFC_ko4)qnA0H}n`dZe2Im+Le1oBR&@nqfRb2SvAK2hTpjLHean zQ0w}l(7yEoK^nF(V#ya2+9<)#IM6U9icUxeaysx(2cSiz10cqbxPNY7`aFxp}tcNU3O$hp=KjQ{S;O%99GOflnXOZlU@vr8LbpNteJ|D;Z zimt5ZjCV=S*1!)M)YEsf0(`U)rgD<_V||bJrBdy-iFBLOrq~Pjblb!NOesI?KfhXv z$OVXpN=z<=R1Gx#mOoo^NEvw?xl0k%ta_5w_XJW=CBiXxaJuQOb3-!*0Zke%$<3cH zOXVpc;8BgoowMy8;SMt%VRi&7?dzLD0}RE+SCkR@xhD%A`ftr%aR$y|UD+Q4cebRc z3c9U4$-1|)jqB(Ny>Ko%)*GGz0&8C4r$8tM0HV-O##h+!5+(B=z!;+C*3Z3-p`fO7 z+#r+XuGZ?yF3JfWvh~S(XiPC;=!64?=Gko&DOsNd))*qNny^8|+JJyNl6mm|aUH0c z2g~92L}KH(ZfdX;B`+f+ zn;_8jW_QyEdX+0{3sU#jN7|}e91zb_=b>Ti9L<5qXff*>@J#g@-ia@Ei=gN{dsisv zUUovsthJr4w^tiwaCEGO4$#?O>VO>#6ri?%JD}&mx-sIA`mX5lJ=iO~3FGkZ0Y##g zWuX-mUt~gi$IMlC>*_uvGX|L#*+__3{Ao+jgr_4RH|2^>T=xOl{h@d|_K~)dm0X0W z0IAlCPrk}o+H1dplE*JVV6qVn)+GK!k-erZZbiKELZ&p1O)Yz>@te%D<@ljbm4AVC z9%X8S&YqJirDV+hI+D(U4%AVxH$HT{-9w}~!U1OqWvcZhGB1t6t5)b(U?VW|#tVEf zU~a2=c~P-8%4)3=2u-&OYDEE*+w;ZNojxR}#Re^I{pMTmgZVP- zA&6T=j^um%JtZqE9@dBvWX1nF}7Eb2OHCs!T&gC z@;adq4CH;$LMOcOOtre872G8y@bo9hqMY7r>$z+6_Udz%r2giYMOw6l z%RJmUixIKcVL`^Al?O|76-H*<9K2yN%wzoJja5^jafggn6ygBlkC1)I9p)fmpQ(D4 zC)*y+$5kpu7EjVbFYHeJY#-D7Z4(loJD?3hg^vS=iHw?3*LQ%>#%rTa>*N?q zlNux0pi`C5-mlH&nFBEWoZwU=z=65WSl*Edg(ynpQ)#%))xR1*~l*9Swr zUcT{aEsz?JOZ;kS@qL328G86df^JtSX)CVZDU6~!l*w)0>Qh*~EIZEAn)nS(Rbw%J z7_Tww^Hk3b4+$W_gS1V}=)8l8dXF-9lbzoPu}GjHqGht$eX_r^@$r2}Ik7QfGx@1{ zeto{(l-g#l+OWj9ycIuZs(r=kXOZP}vm*@TiWNORdgwmC*vu6^_KO1PJ+ttsz@ODU zwc%9+`P?Mx@a|-ZmUOZZ-Tt?ZUeYz{CU|LRj-Ce|Z)xG=begmn3~(_zO}TqjtXuke z@E|%(ULgC!r2wD&3u!nV#_pfb8NTesGf3DH^@a8GH5U6fiip8B>$ z=bukva0$|TDqcD^!DUFKoKi!Sj0i@Vt`^0m0iS`i5Io&ze;;3!3G6&jiyv|Ik+c#D zHB+s@9b2A0`};XXxw~dM=Cp~>Au{z7>U2lwd)euj49CDd+ZEpwhg}8<_;;DFVl_ja!Mx%WXW5s>NTSSgAP=t`GT+PZwrUilvIpr%XdA z(8PL-g?_b$d%a}LN$pyaq_QWthIKK{vOkvE@!){zjAZ(!a6fic74jF+j3y@M!|t>s z#!Bicda-TX9k$dGE0W|^@jEc{5VM&!cR6nm><`9->ecWk2(@@Kp;q!7J;c zp9d;rSjHquc|J<6;doWmyL7MROE_)<7QLb9dwW8l{f7D|_eo+ovw1zySW=7z2d+DF zUzO-mQ0m`MFmj!ZwZP3bm^IQ3l#6NC{HN^R-#gLh<~&ChpL!!Y2P zATOp85_-1XkC`H$zp!~?+*bv@qhv4kIkYgHgb_84T%NGk-_bAlX<_D0CdxPRoAB9; zXe4EZ+b27y9;Jnh;8s53`q#F+3&-?Yf+Zc-OVRZgQ@1aqU0ZkP z{UlK)_$kBEVlgC%OXCY#N+c~_`wVAlZmx)JQYfWs7=`HpM5})#6F*PajKn>bw6ZH) zn%q-wT@dir;eJD$I#zQU zI!@BP_338i#)**+kL>}$#9~+$EW72&_cB*g&uDVq4dDsq!!f72CxxClF37n|Tp3xB ztCJZ^3SzkN3iJ-(Gl7MWOOF*cyfjxl`~Gr0NaX)zDa_r*c|h5ctQXroz{fzpOQ#ud zKsc?Qi>|ITU_z<^n^+>w=pYj>N0pM4qYo0668cL13mru6hN#K)=bcX_Tb!i(|2({} z!I2#6<$Flew`tjj4>oK#Lh#~|>g1CPtN?>EDq(`^&@SH}u z?m~%eU#O<9{P1$x$|#o!6PU75&QHzDeqoiwOW>NL+=GD_eOHuI-Q9@!05VZ{V(vZC z@c}a4;)S^nsp)Kt&wo=rx+o9M@KUFb*Zt7ACtdZ;Fka77vVjNqlNcW4*8&yOKysML z;w-%r?zTjddOi^0lU|)y+MP|g7S=CFPN^v2l{Pc&z1NbXKtus*QA|#Ah!*P4}gPQN>WJIPK;`{&ij4Y`QljP@~`ZA6_XzP8`5)6#=Vop zQBF9WBdnh+nV`Y~U)pl_C59Zfva8kS6g*Z1I@oKunHx@(TjVdK-vSFSHm&LRmeSKk zYl6m5K3gYcPi=PfGYcS3`rc$csiOLr>`?l6DQNx*+bm_y0+uuP>@`rGVdWi?>blfz zPTCVo5{ddN=%9T%g2NoTZ{_nK$1~eCkX=;%9czcaw@JA=+0N+K$!M+XX7%^tB^Lvif&8%f`IjPsitJVjJo^Z};x#ajlOdD#&6@4r!U3C=)6Mkgda%u1c zCYb;1)W~Ey4#?J6=6Fv@Q`#f0IcpkAoB7eFL#=|UVi3C?eHRI6boGgRt&+akZO^VV z(Dya#>X9dz>p-^;zSNd+@0I)1BX*E`IhS|n^Q5lNU3htOCV`EdM{qXG>dmEaU0$tu zyQxh^(tiNa$i#J9nJD?yMKkDMdP#Lln6+;8j!uSfUTuB|REsnZ74}WJUae>4&GHse zg=<7T*s2FGoj(26-!B+Z&3NSc$Kso_iE?Gg=^rMX!d0|jdWjh(ziE*&-5JI~YeOrw zVM;H~vfML|kX1AAy2N$5MCnbjL~$plC?ze=BiAOFuf_)UX}}I0YG0JgvwvBTXQjai znhxwT_6)CuR-tiht#cJkH-BH~6F;zJ`%KmW4~_-+3U!_7#DE2l;-Vg1?EY@?CR9|0 zM#%ZQKJbmGhaF5Ob@ZDiPBYj{k?WL^he_%czIMXc$H@MkrQ?Uj$3Zu1nF zG5#YYy+7!G>y-CYSjz0Xb?X}!WV0X3xglD~m{Y_CyT8!5{9_PbK3F*Lf0twjZOBD6c#*5}EM zbZSatfvJ|R=#5bPIv%<_`ZMBZxyAF zI(&(7Hl-Jz?#HqHi1OSY)GAgJq>Z1b;|m(ZWQBh%>#v{-)J}0*PIDui1)SEC-@T_k zmb%d0Gn_U@>9O}ic z(|OZl{Zt%>?vnsw{*4@^hXWUrC-bf=+O+cbC1ajaV=${Q+>t|5;2uq(lm-X9fI|}k zeBu(B%^DL#{Ph1v77{UZu9?(9hWd*J%H3nna4vuH4Beksp%BeuAa*x(+i;JnA$Nh# z>_#1?$2n!cPSxEDycmS+&?vrNj~}TT`d^4@jL_EWtmZV93uM?&xjfiXE~cxYA`nq- z$d|S{Uuw`VPPyasiR2Kj#Hq=NaS8Y01X*oG;&4T}4E--mSNRFq4gKcT`*$0^^||fO zW>Ym`doUdcx3Vr746O*WM?sdJ4mh%ZG5#$#So8VOb#KqvX9-!lZG4q(OZKlxmB}@K zlivBl)&Hcr(C;=py$$F_QBPUh>GuTxVZ(XX>%8A}4Dr2qxAFXzU>*dAYe2+#PU#+c zyv~(GQt!`3ec}FnFFSWZL*-*weG}alLMh6B3R6!mK!wZ98J(Uw(In*LX!l612q8QL z#RRcoX_~|;+o!fSUXRY3(mWerFmo3rnwtFy<+ZT$e~T?=dT{zeg{LE&&LjOM3c8uE zeLTDr $R1%Pp>v6zzYgg(f3V<7hDB{+PA+M_fv)p$c^cBt&4x+IdS}Q@ zs#iWVm?pDzZgg<`?8aiez=`wLU2x(kAvZNYM z>{|aWUC_O+X738cgv-`VHT^qA{y4T2&5|oT&vf0NhzYpu$ZhTT=*bS@|&py6j8SSB_waB>OO=SUe;Rh++G)Y{p+C+$ajjhxr65jOndNfkon zK{6>*KZL_Acr^I|Xp)Yj@up>-%0;VJP@$}CBT3Rx;<4YkzqhZ5321_~#JeeMz3>s; zh#9yLaY{|a5FOUf&9h=%?#r7t=lY^Z}v?yaBQ7V?Q zd@Zh)F5^0i`VN#ts8nObb4qEL6XgCMb6oiGd>{uLoKk#|r{uv_?S;TM zNuN?TrPq2pWDnt4zzo~G;92nf1G$7YWJDf^fYD_bMe%M7+g(JtVD@sQaW)&6a^x7h zWxUH%Weeh;&j|Lo#XAa4|7v~)S9~tkC#1Tt&q%kTy|7@Bh2BY}^!d0)s*$B!^F)3*R#ukRes1YBz#$5?2QyFa6l+$^pHQ9lV+wwe`R34VxQrO;gAZO@b0AG~Rnmp6P9k8BEnlKvQ+9eQ zCA@a?W}$T9-R38SdBgPlSMPbM4dBH2DKCLUMaD^(w2T4;ROBZ9B4LG`)Y)5d;8{tS zK;jlr8I(ceE1#C2^_dv3{c`@wM^t|*NT%nLk>%XVdZst<%~|YwB)$LXr?Cl}ENyKR;8JwL@>17-j(Gqt zu0YOg&LwY;MJLqyk)p|{I_@9?2dBEJ`;jkX7piemmeN4G>MU>$Ly_8iXKkL%O8T2q zqD;!3OqTHb`#XiK^SCPkr@N)*9-plujEyCtpm)^;x%^}!)92dz60DNGVS{|Jl-{pB zwt)@fnYpk?mwL8XAalJrt@1FLhhttSlo~0EusJh*$5YjWBsZJluo}L%w4R^z$}=6h zNw7~-Yk0z;$hF7ve>Bk#Y5 zze$tSKkdnP${V{{o8WeB;jXWHeq;`Nd}^M*=RWGi^UiW{!`1m=htGS@;mJ zuBIcqbC$Bu2xa`!WVdI&;D;baC6|i0c`sM2g=Ya1b)p+r4>sR2CN|V}_JmkqUcMVB zdNCu+kom?VAWr9jXuSNvTBO*VxPXlR!ROu4ygYi2@QRCr)F!mtUP)`#rc;F02SS+8 ze3W?G`9i}haYs8}J1_4PnK*^$D0nL1@&`;h7^4T+4ey=%q)}w;4t@l0Fp?Iib9Vx5F^%C(d!H zgKAy$Ak=Cp-y-4<{^7DJ!B1_Q^0`;dsXifR=J;FEXhhTz`TJ7Sn2ln(&sEVhZxSK^k3Z%)Ay0XTwFIw5{I8s?l>K)ajKhyB zDxftWae*P~t?eOMxl+k~>=n0HJFB|&f(G_ETGCu-$nHboft^S^##I#bEF$6JJOyo| z3K^H2w5!?;--n69kA*bpF^~Sjp9yR7J?@~q-00-}F;GBMD^u~BQxL8vtoh_Ye(+3D z&G))vI80cR4LDlZa6iZ`vIQDjIr`&Vy&OjclzI|+cTqy2>-pjubVDL`ES?`R|05AM znLc`USJ5g+d{-$2jrrSAkz*#}5xg&lP<+PU`BnE(DKJ{N zr?J6Jv~BL$&M^{ibn8Um*(kSRKlfX^ucx(K^Wwo_s64* zI!o$Bf-^ak?-d5KeW~Qv{hCK0HvujsdegW!>9;PV!zLDqSA4KQZsJ!T%5Zgr%jyg9 zPJJe6@lbL2_^S$GZl(7>ucnW_-A*PrO5vLO6oZ$QE2p)OUf5s zssq+Us`pKRDUExdO3F`s367MTJUk9weX8*0U14&-Wfz@FRBcS>e-zvDK?NHNC|90V zZF@|T?juGz71)qmu|)oD#Avm>(UF<9BvKrcSK<@PVH;Vq zYuH!O`7MW+?67lZqeIWVw-^*8U3J%^rUTs0>8EEp=L930351LY{QG~}0K_x`2oNod z&tPUB&05vQ+&KICUMzC`{$TJo_R6>X%rgp0R2}<+JauC5wjQDNQ8oe*IZ`wyBH?de z!0F9}&mU%uyEPH~ns&`jm<&Im#I?dUlv95Y_N|fyL33rC$eJECNUaTe$yYuQiyr^d z2oY=aX;1uXJR+f?=KO@Ad}Y%X@W_QnZl2cKo1H@$kKD{--ZEbV=WK8dj|VBI1EXoD zDjX5dUH9@+$`IPpgDYmwD(&LgWfUT(qi-7ce$0!XpI%?%1H%Nz`iU80PE$Hk;4Yhq zJZEZ$)k&D`QzX~(Y_VrHlf!lTs^7^jaz-RBrboRUWJ_?XDid_MbL=7k$G(l+qbQ}` zSDREYZYe)fOz5gM9YdH2KWbEcfd@%+q2Vy~`+6|Gmu5_DZ~oxWI&y}YyIc*J4IO#1m|4>l-;Sew(HlEs+S(szFYc`)->^LKp2V%!@kPo>tkC|)BcJ%oD7lgB}iuCRlVtr-SUzpwd{FHQ1wPNZSI>As@FKaw-foXkpwS`w^5QK`7(de>r|fD=y+U`bW}{A)c@?wL;77Ig z5dGl9AhNY1@?y~8?^Brw?_AQSN<;OFkz(3rTN!yjJ_KWKhHh$94gs0JsP%GGoYo`z zc9fZ}Ddw*bmP=P8P~?h--%^wnERMn4Q5*YKfA zpfB;)i(PQ&I4a}7egEhvVQn-7AF<2KC8Qm$8dFeoB5^9M2iIu?iOOymIRdJ<(Lp-;_0xc(3TJ7rW4IO{7uLI!0p}k9ByY2%E#f{dDEa3& zQI+wnykgNmDJ&F%B~37YyD9XVnE~UeLeFgxxe87VkeGQ&mJWy%!^|!QUJ7Swm-_$o!}InyiwAF zy-D1>K0ksC_Po;CM5DAnbu1Za2A`I{hmi>GthWX&k+X41t+xKEmrdNDzTTH`ww&>b{Q{COs=Z(BR7NPQ*YvC z;#64WAvr%Jp@33V4_$QGkboMvy$6yPG@QC_pHlMHS}dn5&3-l?bK?cwXyW}HIS*CO z94 z0_}{6t5nSfa|{$MNz*xb<=Tm4EC)sgoRpN&Ey&bhNLxZp>{MC zKsxYDFR{d)*ahd@Ci#@5!G_~N?u_SkXwl!(Uf)5y1?!;xg?GqKPMkm#S)a&e5aYc$ntjIJ zZt?SeANWUsjhA`aQ{&7OUCG3IMb*gyA(DH2d}N2a%}k2_D0|sJm96ow{j}#zfc882 zyv1*pj`Jlc$M^o_qF^r4nWazU3&%#6^`@S{J$4qQ-Q>${;GW342JfvJrFipSA2vG4 z*C{rykq@O-J$%~cfxw|-jV;rSmw|hy9I?+$n7Maz_OT>?_?3tLLYh-BDK9PWso;CX zxCXW**?n6d*UOYyzZ*XLOM^5-jPXnud#*Md-)AKadKUjw#L3E1G4DMK?xc4?gXE4- zA~1)P-x$R+2YRx?iI0u5;ZV>1Th_Z8U!3*pmXRkJB=&r2Y_kWr%)F z(yj(6TXf~q(&g&QSfjvI-TkA4R)644_t(#EUkezK zCR7b;_fDc3>gd#=mMwJMxTGq>9pTX+(S(UIE+dWdLXBvN#RjUxWoVZBp}#CnB`Mg~ zUF|-elO!ZwKYQA^z;K8heE<0S>|g(mxpIe7ThnG8oW1%4jTWrG5$QpiCB$}CBf(^ePcwan^Rk2($9-k&nL+Ntw9X4o^7RVt2mE zKS)rC!~YQ)OHbldy$80b|34QOs`SihsD<3|FBd^(rC8#5q@IN%-&`@(niQy^9W*=^ zTd+H0)v0L|^1E$}7il{l?3`O=7|l4YH^Y01byuR`@>5gjPoNI_Oplj4hRL%Z*FSWfEHDsE{;}%P(6lzoS^4B_Kale!vrcMgj{|UW znN*1ABHyj!dvn4QjMX^tZXCWh$%9%SCvG=V_9X49=_t6+TVx@jpu19XvnROfxgxen z&CWCpu_1Qlo}&|7S(^B3pFDBK*;8Zbs)bW?u)j3vL62)QQ8S>kq)0JTkT$WyDZ7;g z*%&ca>L{sE2$c8ED|^0mo@WX#7y{n8%&(^ie#-O>AyPOK!WuqXD^!_UATU(WrpRbL$upaRQq}vGF%d{DHls_I35$zcx3neJ^QiYJR~7n1+ErwZ;~y zRFI#-j*?Vg|4()S43$k$Q@btw$Pww~U z+)rEbQx4c<|8~XvW(RN;S-gL^iXrdat@_LC+?B^H6V(nM3#*pg$?Zs~-xhV^PTU`N z>sSil6N%#Uw0_;e01}OXpy33Q>f+Ajv$P96_3(39kl*wrn1DnvjouTCR7{iu`IA=? z#hkv_msLUZH;FfG@PAn-NSI{Blxq6Y{)>2nbrmd_h3O+&8 zjPUd`gA9B}G0QA;ZAGETprF`Xzvw5M>3O56DXZ$0GHeVbHa z*{$pYX&$o_i>Y^3#B-N5Ri1U#^m+(z%UYs$(rA`)OnsVw9)e0^KK=Pnq$GUCtyoIG ziD{+X>$N_Fp|m{Dg$nnfW*tA!?#vnT&BHJ^cOQycmvOk7=9nMcTVap5BAyzQoW4$8 zlHpCsHNupZ-k7}= zV>dI3wutZgBL?X6xs28B2g5Xmeg(h@WT-X6;~R?gR_2|ECpqz}f>QvKkR{%DwD&Kn zmvs=4i7DtCdWVH|)ejjkrGrNzu6`P#C1<2lS*m;8?8d&Th|H=_wiPdBJ(w;S9da{0 zNDF8L$r5QIf5J)7+m6Ar`fGlc`vYWMN4-hEISI0&Ok4-Z+8tD-;f)NmL|#LF$5`If z!-kWea#*7-s_|zZyD$ML*M1{sEiIL+{5Pbf%uuVtesj^y>5K3}_x=r&wy43*@ujRk`B^s-JGATEkJYUi@${|Yj7lR!^Dk2x?<4jQ zPcm_%6R9P#hI*~FkFWV~H5rkTqGcgq4%(fFL?;?~Q`_vhk8=Xf$VbsgWHu+~_m9C5 zX3`{$KBBP){KnF<$=81Ih8NDkryYndX@djJeBbktDZ_0~vf%RaPPe?-@{4yK)@QNn%iF`QI#z(DUM=DYUqM zl;p%!Hc{7}H1Suj%Wg`YQmTsT{SZs#Q>isXAdz?DS+8+%=0qQ%t(iws^lYUU?>-a{ zUaq961UQ0p3woKepzrT4!=>L{J!R`5fuH#?v>vp}`)}n)s=L93!zL!?8U?qpS{-nc z=AG{OWSRITVa>kp{MB4Qd;Z)E&A&c|>vEaEs^<}N`MB!r?L=2cu7f;qTxOM4F8Tl< zba9Pw`=<6zbJr|%yA12W++fVCzRbgC3J}2HOl)rAa4YPwhspuSJs#3X%ogLR(cwV5 zI%@)>2=-V<{c5o0vGti*UMNn-AcoB5=bT1^7(g(|EEXu5MJG$qy*nZCvD4~qZ^E_K zu8>`~VZOwfdQE$p_M>R04age8lnFu#rAu9Dz24AiHxw@DM1$EcdK~c2pat;Jc?C?x z@1G5J$adeWI<1#IY*yCcr(+o!bs>`o9*C3Gv%;Dc<&*pIK24h-j8l>LCOrf}gGiTYES=?8L@mx?*Ym~HH|Dxx!Q+o=oZLQi(UQ1$eeUwQ zep{>Py-V1~#YAtx`1_{k8=eF3Mh9`_bS3A%ciQEg&5)6lHcjOcKmSTJl8+M|Epo@9 z&2F)!Lg|UL_$%cnw043cbc4O|1A>+0e3|q`YGK40=s^;7*{zuB`-~ zA`3i?R2=#fVUiyE_YZe?u1U0OT>A$&8Y9atRE8<-wS%Z~)fF4AH~3~gTPZY*P5Xw( zMrUWR=|xJ|6R4`{@LwAmmsJfDSz3pkcsXU9w z;YYk1TP)ameJ}=|b%T%UTY6{8j&@S(1;6VGO9;UQOD?l;&NU5=8fHo8ft(>A+Pjhk zh0yQQfxxnt>1W{C_gcD|)=iV|gfV-EF>@XRq!SdvQVoKQdF z>PEy_bF=G5HR}E?F3QGRlI9z58g6DYRclR~f;J4@-Vrw52o?D_99b?wYa4q{guSRT z9UTd4DQJ8xcf7%hWu$E>PkEXt!5?fj>caM_Yhg#qDlXtS*YwP;N9F0vKDe-ev%Py9 z%H59Br_{C~w-`7l_zO2(X7XLnUwknvQLVoY)`iFK-RSvwE|AwJ7v&ki%BW^im(CCE z&B{-(F=9{^Pg7R%I_}_om;wFC`@>~4@9mf~$#>(VhL5@aduMvri|t9-S$2Mxyy8ZT z-OgcA=QF-}N*j*N(;s5)_e38%rtN!?<&TKN-n_vLnSBc{6qrwrv2;uo(5tRLKAOZn zc247(U!Knyj*IIKOr>}YJV#Z264#6I5WSnyxM{`ie#j3twvqXHGwZO_-XA@CW^yW= zPE0&(BbzVxYl&7qN_c8-<~R>`df+5fBpy}0Gun%2NX_Ii(dQcQC#cAp<9yaPJrwQB zjLjF%b_b~43m@-|&YtNy?K%0on>p1zik1DFV1rr$oMDH^{vM9A%Fki z*u+LEoMPC2jzDG{pp|e%Z2MkjZfAK5G}zn~r6R1^womWj*Q!uZGx44z<1s5zn4%F= z+WSKFv0(CY!Yc!-Ht(|R4R2Ob!>?!!Ei>ovg9raB(QO87|FSAa6kz}>sTkm#SKOIM z#oq!Dd=NE&`ro>+?xC=6dfcS=&OIYz(73QW65afkXx4_H$1?^R@sFy}9Y@08b<2Y< zu$tVbNy*Ag9#4=F1={mB0m;i=cTgKANh&2UQ@vM>zJU!yLk#sTykvW#%|%@6(KsONQw~Mbpc^**?$>%tIoxE+S~c=pIrYCKRex__c$ZV z?cq#GcnJ#Uv3uXKu*;kuSxA)ia4N~_GB{Ds{xu=B)jL?9>#ywA9zO-B{-tEbl&x?L zqbaCHbU_W$Ece4a?B|22{)uy~Ua$K~QPFCBLFsAdg~M7#rk^nh^bUj!Dw9tM(KVKa ze-%s^r{>1nj$~E*;l(Uv!%YzOyuP3Oy5RnvT)uUZU>SCTmPCQKcn9e4ALe%ntf5oq zdnI<|t~}u;2gKGrR)KF*h^N?8lEpne8bFsLg5q717|!0mOLYBS!8AB?MN?2#{<*<6 zUv54I-`V}D1~R)PX6z|uOipCBS1oAPLj^joqP@n=%R-cCsXYqK3k~jFAP8MnkYohq zbr#2&F~{A<4R{f0C=Kfz@p+q9>gN}~ z&Zg^Z81h8f`R4u<6#P$0BOmo2uLeAy1S&CTR}itax@|WN_Vr-NRIBV(W6Igd*))ut4wy6s+E z`<;D<1(>g{aWh{3;MqesRb+!48OL9}1%gq3$7RNddr+Qf`>H>r<@$Fb9?r@g42)yQ z@@P|{Rd&`5RGV=({-FlWi~DW^--D`<(w*V~1Z-rYuEFz4p|oVy$I#2jJH+m7lOz1= ze*%!IKfYZE=`bs__rQ$tR*yMGrSb8I^RGYateWZzF29_!(M>0*39dfXJ&SSyzLyLH z*MF3`m9MalQhMD)nD%6%$&d6ukCEQVHNEV~a*6+geoMQhlU`64WTuvVmj@4nhfdc< zmC8oL_cd90{C(Lc{4r4?j*yo0*wfp!e#N&XjpYbq?x>#7n0*<^+^M7l>&Wk<% zd|SC1cZ3?Q%r-h&pswMWUE_5o#D^vButCXggx+Qez%R}}@i^3+ZhGY1+G0E#RB3=O zY7L~-aPHxnK19nbd}&EEpjpl;{&;kkyu0+4(S5^xfmQnYoeOzJV>pnnrkQif+QfE% zjr9eA59iQF+aqX%?&@$x&x$w{GaP51%Q z?kA&{|FFSi=j*q5s&puOpT)4x-f@VF@70CDF=MfgK5xs-jLv5)tmSppeJVQ?H4fUf za|`__&zVb@ol;59>zEf9L&EM^YFPts8V~BOx2V2Fv(R&wa(QOr9(9a57R0y9ZZ-vZ ziTO2Yzdf1zxLKXH-V7bt(>MxFq| zxU+p?o@|rQ7UXqP+Mcv^ACX&C4^@b9V|6JtF-Nm+wc)X~7fyXm1eR}sxi9P$%F9F4 zih3(f{3|;%BFYcmPv|I{%1+!!No$RK*Gw!$wVD2G)%0#p`+s&F=2g5!hJ86!um3O2 zGJh0u#A~H2`0UXo3lGNy^{&QQXtN(v4=G1;qChXtIry_^j%F(@D6_lij`#|tl(ucI z2YK#%TD>K3=Bi%6`Jtjs-cRU+@Vtj%>3`#xgaG@j_}0X`U%_=&$)pwFXO-J2+HSR0 zt$4-q2j z@MFt01oA5~)FUq-gVo``g`r%E)L`0*Um77FVtBFHFs6gT#nK4T{!g$xXLi~5m8B=j!`a+$2#jQSE9qyH&5$B~fblK|%*@NW z-o|M=OzhpZt@VucBu9i)7iH4rVz@@H2cFYciOuiU;TLZbSRdXkQ!ldlZm@%>H z=;A90XoC*S1yL6Y|K23ip#l8id$Sqq8AyiSd$EH1?j2ZRvzB{|n7Uj@*mx5-nZ*l% za1x2das{c{*J3wq;Xy}y|scdSqGJUi(m*cz1Q_&5f ztM~aVek;z`L_;T~J|zyH`&$lDh;npAtsJY6h}iz|?9)Oy)_%JS7Atg8ll51moI#d4 ztgP_)lr>p7pV-`u`TxjCy*SLnVZ(_ ze9dkCq&|3aHLJF6$?R$bt9_r0$x)6L=3tT)n==V1O>J_e!Zho__IJz!l4*0iw0znH z=(%RrCrLSS`zZexpUDyZ;$Ct5FaAIBG@W$oYkpUOl1Cm}jHs|-|ElQJAB&H?oMcDZ z0szBQ)Z|fA7Ky8DC0EYu-lbBj3RqV_Y*Y4_)a?(#yfY4!nQ+l{C#1hM3-72#ivFjr zF;}4mGf(>HeRi1eSc;hwm@=DUoH7edJ0xUAY++3U=DWZX3ZxQS1kHyCqN#w=W= zJ3;ss^MjnK$IgpFnSVq)iV{y`d$3=G)16YQeDa2kOiMS88_>{-)S-;o(0Bjy z1goB`7ODac>m;*}CNlgR!?xe48*ytV|6PAw>_v}ZIj<61IpRG{7iXcI&p`See;o2T z$iJPGAsjEjmrWYwCxSJ>zG`?owq71s$uM00>+%eH2i3QHv5a-? zswcBK8-A7{(G<54?TO zGV^!0!>|&gj$iGkI1_er8yLJ*Rd<2JNNTMTgOZnVrRc{B(3hRk7+nu_A`|??Rzh^K~ zmc9kg)f8dk%uCL!iN3CUW`SKK+i`Q}Tn^;q**w(~m2eZ4cGD0Wodpeoe4)sCLaAuT zE3AaO@j$vHD)!F#urFvq+d1o0ZbPnsrV_AB52}w7O@BO6NY8=I7y*pT>81myU*w$2 z4i#`tMz{^5^9%~&qjdcn0|vZ%nPmKRd&CRNH+kZUx~=qdi`&w_@Oa@4+9%^Q{M#sHwOBr z*%pM^52vQh&yNL-?H(|D?zRrHSN7Z49B*1!#}Jtc&VBzZ%8V5!S>(^6yDLtAz|^K` z-^S_YSaJDFE>fdc>2W%1vUa^h)rbB6z87B3Q&kI6qDG9_h z56HW|#|P;HSU_6>l-|$CVvW{&lJFK_4QzMjkghdH4Lh3Xq;TuWJ!*16+LC)Q6f^l5 zi!0EUk2gAL^8K&A-Ids&@m#&s!;+krM6lU{O0bVyX$7VLgQ3F=AW1t7VP;DYkuq>+w~?@Zl{w zeCv5)a_HEpTp7HK*WFy+l9I@PxYa`;-B}Oc~K8Uwk?~Q$E%l~ zExv8=iGfWAbH{C7ex=`MeST|6b*Bhbe>i@1qZk^1kzae3d941z0>x+am|k&P0fRte zWNV*i@>j!QHn}Y%-|_*TBkCsdVTnMgb%vezAy+d{xQmNU!3=_(1E+)cH;gvXqh2!` zU{R&%P^6j~DvZrNE+=lfNnEAT`>Wr)@dH^XhB~8R8kq-|d?U%LCRXslH)tfTBn4Ty zMvxJpYc!pMp~~^lkev=FHn!EUJYJ&@E!YaHlC#fp<(b;rvH(bT!zmoqISl<~2PDR- zv&4%fW@1<5PC|lir9|YPzXtzW9E!KgQ;&P=4_W(^>!>OBa<7Zs_id74ZUAq1!Qwf9A}EcoYqclS^iLQ=gb6Y zGX(x)h_Y+)9wUNP#k=DIUj85RXt`RrGHiNhR650#^u+;n{g;gLt@jIm*BNE11UA@x1LL9LCjjFsradN zn&*#pTaN#faZ(P#<^1j1NeBAepRBK0I3Eu#9gIyUo+6 z8D}jp37yeY5x}E)`jhepwz+iwD&4!h!#Q&@|6vs|b7q}I7g?hfXSb#P{$DXVg%Cyk zkuD`ggfyL`l*@4Txvl(d3`4$4yb=e-c&43Gve5xG>aA`SR5NxAoQ&x-Qqgm>o09^n zy&A`Dq9>{wbU02;-)D{Y@#5{~jvbp`>2{Gd{|*nA|FxkIMTj4$(04#mVW@iTI4F?$ zT%3*y#r-*8s7C!7@ z2!nDaH{#n+i@Ayxllb{p-}3AF#Q0~3qF+l`Q2*J`?Z!^ikA?$rUI54}6<9+Y{V z(TnRiT#j*dTnK(WyL|*yQ3)N-RWzZ9knXGxYt9rRiRvSA#}Hf^rt0-x&I=k7&Y3=#80*xIFS-BKc{A(dEA?!~5mesg_g`JPZ~wWP7}%{g`YecK z)BtcG_lGvws^at}O>Mg74=3H#zwu)u$L=$yI;8zIHhbB$On{8}Y^sXdtqT!C!vH>0 zKeryZsU-aFHvgQhr6fr+TS2p#wDNAK6?I`xy)Q73Rz{v1QS1AepX$`udZe7C!9Snmef(0?!@Z%QNceo zjr4E`<-w!8t_l$T?;c1z6{R6iamweCUbdFDl1bBHw6ARYVH3l5a_Lw;f#7QVJ2#fa zFz1@58T0TJ>z=7#(EoyTB6x(wl~xfR`@bN?pP3nyqjE+)&3IC(a43cnJu`O)O;y`5 zFc!{gQvH(DYw377yh`1l0(0NHu;Z?OMNy{S+CF1%aN?`HQ2hCye{EQvw~$k?>xM}eOHdRWr9?qCwABVe`E(~tWtV@Lop|FmusuOL z-6t3P^tbPDj~-_n^w0*v1n`zXXn&T_)@A z6e297NP1r24+%#6As-)z$dU&C!u_!|LuAy@-Nh$`q^ix|2i_49Hm4v&71F|rCi}sB z1*hTLA(4UA%MY)`p1+;#-8UFcr}h;S*T5W=7wO8X{T!T$=d_7j(p0Ra9TSl@2x$ol z6^=))Tdy-Ru!&zS0fNQ%RohGF)1(B7#!UBp=R|J@jE&29Y;pOu4MQ$yH#{keg7J0R z`CdUv2D@8ED+MR$(=hX$UuVLKqYlAP-7QgZQw1)P3u(p~7ELEq73blQPN!)JO}}dy zegnRo!)JF9Qi_^n8kJ8AM(hec$6AbBbMa)7=dv+u9{dgft{-pYxv&4swf>b(n0u|X zrUyNc`%Q{zWw4D(hF$qjp+|o)_Os#5}Apz4Gd^ZcQU#xHx;p2orTq zGHZ7OII+-GXmDYD>q5eiq_|^tgEv>hRK&U7OyXZ+Sbkrcu@|`fkLe*mCo80%=aAEj z{{OudZo6aW!QGd~K6$WYZKg}36Ykz5I6?-9jx{*aui(QfC4 zG*3w$8k18cHD#96;Hb+%~5tV<#3~fkVX|0H;o`aL7IBl5ZU- z=@PJb+m%x?E&{T@h~0%8T_BEs=BNZt`S`U|QSY=Ry+JQ(f5MNoFe2cZ!G{<<909dT zBXvy#mI`LPy7Bb#x_k$JD%s~H+h7g+(^h)QKz6>y4shLsi~-Oy=U!3u!0svCnbA|d z^_8aku(N4eK_MU^XFB~DyP>}VZYnPos%6H?{%sp+pBNjSBiji)Q<*rcX?#ubR3pQ{ zK0_aC;^E=qe*5^Tl{(erqUs$zs`D7weY-Z?a6f2X3Fji>dDJ2nlOxa+g)4vk*pAkU zoK4_^w>xxa+3DgQJQ$haIh91&4KIpX5;3r9L8 zQJx32dr?BSJd zBX8=j?DKxL{+M&qKdHO=p|6j@B%S>j8;jT_0T>dFQSTG+|FO<|Ztw(YuTJd1dhK-iT&+08C=+>*^()gXi4Z!WzDqB-6wZXLwe2NH9h{pfA6B4~|Ll z+(3w*>gDxl+F_F9Ek-A>XNwTe4H-)M}=B9?oVt^kTlDi62|#U2-p*Kq+@ z?}ZSFT!DJ*&Z0&Ds`$=iR@Sax5ctF(WG>*$5qE4u-`CdI_muYdiYrM-_Y`ad3j4We z)Cu|sI^3`H!kKBAonetp-=?Ea(YRQz<9h(8%-v!vn&oV=^>B?RY{m5fX!=ys?IlB< zp1yRJ-D93XG4Eg^E*cP4*)y*uDKqU*DlHGlRRi7hCIf_Tz|O2kxarjE<#K3 zj|2UN815O4TUGiy)<52}FducCj_4Z08)irPV&K@v2eAojPm)=~t+<(SiE(CYlug1|jz*zY$!%5gjWpjCY-1_5;u; z^;W{ok>#pJiO4PK!BL_Bf6e`9YM0Dv5sx`*{2lAPCpW|h0D$AuXZNZymPOq-qu1xe z^PtF@&sRT=5U42ZI?^A9Tg^i6irY49n4rRm3BnefXC&V*O(|bDwlJz~ze_6deL7V)34+BNoM| z^wKnYaWQSG;fD6D!6crNwV5Na*;@|+72Svv^g(+)UDp@u8Z8zF9M9o0;n#z8-6In- zA-jV{=AxX_`%LooiA%nY%&+MD;+JYQ@jpZg11xU@F3xoJ&_~WGW@7=BY}oh2_=up! zW{$O0T(kX;`=XVxUj(w!if<3K6%#Ikn1b-9WKehM0JO}?J)`NwHRvMuR}U=ynQmAF zE#s<08yf1R*-VF0;+nai$4y$2`t_k>z_bUV*!s9OIHM((o~q(|!BjeS;sq@|0(B9< zG*177Hw0I7ZlqH;+1gIjcm&mHIm`l=y~44#n-RjV6tPw#C3z%+3Y1CFB{hz|%lQOf z*{6wW@UkLgU=Vn6PCwna@asLQVUsel=?Vb*Q0TmyS*{jLJ7{PAK0s}It3>xM*nd}f zULRD9YiMD{9kX%8FDj*7%fD=!9s!2O793DOGi8r(;x8qU9>fVBXQ|_f74rZ0&kh9=?PC!Kyn_hqu)x^0rEFrc6!TG6x zicrs=@Cs~}6V%0c;~s6j9iSygexWY>m zBOMvOVl!G#;Vr+$K?vw@eK?9^csy<%SYP}8HAbxF2(Cy*mz77C)@ZeR%d#)6Cg5?` zE@lx(yTkk0yk;#E++Y?ZUb)^IIz_DVMS9mEEm!LS^h{t@DPeG|;16lF-r9wMf7+n^ ztlYp}Va#e3IUP%VaRG3lr;w7{TbQL&FHhQYygSjU-Y=coZ$+ak;9DX@S}p=gge1qO zg4vawYT$$Pw(!`=YW;;T(~tHRN8FFs;LERBVkj&puiwidO2G4l1CZ9OPz7(#dyz>* z(kzPOf+cEMp<^7i1C%fIhdMz{1C%~(Ufr(ypQ70~43`F#VvV*P-|;LKLG z|A$-piSb$H^H;hIAb0Qj^4rx3U*|Ro{KYz8CK15e#GI&ggI6K1 zW)58q@7eSSbCC=@dzH*)*1WYk{4M3D4o3!4xTBRKAS`Yl?ucX=WE48&FuiB}P~J)T ztr8+{9;lSa%bAt;g|X6?ysjPX>d+@~lt!BpIsv*3x8@rc)S4Bd2rW1wEHYIoWOa^V z$+T2-vgpAkq2ffPw`fPVusrtAA0QdR;7rXVc01XDs5FK69{t`*sZ*z88~ ziiMcpN=00Ea&^|(3vX{pOR2OK3K3i-g2W^ ztd&b^r>%%=Wa-p)fXQ#oXWUO}qan?Ed6_Uw@r?9Cw4cUwu6%XBp5;mCiCpmJ#UCvr z;&pEs3PhC+Ga^!YzY1;iOc9MXcfUt`bW zxTH0+?G|nIsB^--R|&YJp1;~xX<`yge%jpak%tDzvMK!nRz(!9n17#xKhb~4gMaqh zYkKhe;p6~a5kF9Q{P=QcGQh6q;;rC082Red_XXTkf=s0u0wtm=p^xBLr; zp^?52HXvO)rs)^cUr_zy*z={Uq-=PMeu4K%^EqMViyIdH=b~;r#H{fI4C4|e!uF}7 ze9H}8AFg8SgXQ&!EQ7w*!sfWrfDA=-7;O%&nb|hHhDxA^{^;tCtxMAHNBRa~sroAq z3q|G`OnI$x6-UJ4e$O5227JQ>W_#3f5KYuQ)Bvy%EFuW@BcluJ1|f94R|01x$6wyb z+6nL9{?5zPo*_b&Te-HC@mlMTeDl9QHETl3TFPZu*Xdq2K0k}LL`&03=cLdxc2+T? zUSPNwS(F#0AnHaR{`6}iMmY|p0dS?w`<_0vw=68%iO?5{Ay}+C0_a zZbnY>Xm`n6gxJHMrB#cPM_^&-!!U2W z`k&FSw$$;Q^`qDwg37s_Zq;BpqvUmQ{KTJnI!-M@q;LQl^Vxb8uEfJ*f8t{;SOrAWq$SuS2BB6df0 zf7({PPUvhd-Pb@=I#PO0R8P!|E`XN#S5x1%Iwt*aS;|T7MkY5Ctg$^gqBq8R30O>4 zg*>D*8u)gd5tCn8M_tnxL@cBeXca(L0V=Q}*%Ukk?GPDzNW^c(ikBy|48^6<=ShYE z(T08~g@9WPXXk>b*6kj=@f1J{pIR8AqVHDbl+|<`i z5D#T}$(rhk6{4a<@ODP1(Of|!RGYeheR)cgvrq|F2?LR2?SRvd129UImumMcGp*6Klcfw6xtvQDSz?dhQ2Buhn|m&d$Q<0xV!WxoWIGYIWWq!`gS zfMs>=!4kM$3I=vknQ(vIM*C!f-+@9#HhM@UN&|O0!ODwhAk^<{50N? zxqnw`B>innWWbe3Z_oK}9Ri>d=T*W|1Prk<@|#EPG{Mr@>5(mw3c~pC?BPMm*Le%) zm`V36JMqNn;^$bk^Q&iI$A>4sGi*Saab!pr)sK|80$3*0j!l5z-o~8)H@%kK28LX( zRdj%ps|vbI*b>_dJUHEbsbqS{fP-AfP6c-6=KMxPu8DjEf~(^` z)Tf|U2V_^lqJAscZ&Tq+YaY`>iy0-fL1p5F>$(O{b7KeqDp_9@`Nr%(Nva@5Q+9c; zQasseHVp4PCXyxE$;QyLV(S60RyKX^T)$SdY;@sN91i<%|Rr!13KQNSwiSQ;&eyh(`ZT&)$d@BeB`8S_DXpyu&%{{rnusrJ-qMV*J` zeZ^c=Q|F9qMUv28m33%_nIr+uuugPEmMZetYl9b%E_DS{eJk_w??BHj(zdKTtdT5! z!S|P-v{aIiYLlX0#iG^_o~%ZR!pcj{ z)dGbna7T{?cX@^;gvB4Z8lNlvE2HbGsAl7?m5));Zxt>~qQk4B)%)ijV$~r*{ zl5FN)zpa9<*gcLlRc}Oiet{JJ?b1j(C>NTI(lg}u4bYKM{xoWKc+m4(n8@Db0rb~5 zh!EQpUo6XO1g-C8HQ#afoO4z>GlJh&I@&wGaL@QK>2A8MVSdN;VNFsPgoUoct9HQF zoBuB_q7maaX@9CScPf7GjGa=zS3wf`CJcWcO*BFrHYmAwVrPls+tKJg3Ii=vWf`$p zHdfr>A%I_-KJQ(rsMm^rIRX_u$l0BFLDSia-i}P(Ys=_g*d09Sf!+gDQX~DAc&}rp z!N(Zs;bK&B^PhY+ZCcX(?svJdiuzI&UQ$w5_Lp08OTLmN-u9pFRql)~+&>+p1?^`- z=fWU_G~*s1sra?OjQte-Fj;0^?NwS3>?5ju@kvrRLA2_saGFXs`Xw8IVw(m_p$s!X4`jUrflaQwFF_}86?9W{O9g>e0(?^*hvM!)=M^^Z$V5!@!M zbh6bP>*7j-TpxMo%ToUpxLQ*SRN)1;kkz@tM03t=M*xv3bDfAuhy&Qk&GHH2)6^4m3X=Nr z_>a!RkDyGhpE`_b1j+u_3)|tBK>%tC>E69j>`b2!nK8(?Ky*|su9(4NOk!P4Kdi)V zcF6ZuSNZG#A5h%uY<0KxrLVR{w|TY4OJ7UwvJKzn&z-eL(3WXrtpIZ`6`9Ccn+5=j0Wo5w4OG<8T4mKc!$*7Z?<1 zv`CvUY5=En&JV{YCDS2Rbkphia8);tts+0>zFuLa^sEm*-mQAGP+jd6Ja7*Ph*Y+e z&hjsy=1s&5$?SAKqb zXZw35&I1M8SsZQ-2k1jNA*Y0gI({&#+ua7cX3lIhea&+f_6PH%i%1MCx|6wbZ%BNn zby3bJbp}ZImF&+GAwx)lt~_sKtj2vBGCm9CVD(R55;(tFSrh3L&Fjw;(b48IMA7uu zzCFts5w%<_AO<`sBJW*jDREDWARj~kn5tS4{9XYNF_;0HVwO;dx5MN@JB$@|2oC>+ z;zu33AD014)Ww(1S-)Q^g?rvf#v>fK!^}<)Pkmri4Sx_EtdM$Keov+HoKW?!$e*Ko zCH0Zs2M3r1-UmmE5nleeb1~Iq3vgprJkW5Sn7x<;Ak6#SMn39L1YI5Q*V0x`@)&Bn zaXp$6269CHAw7v1G(Yq2!CM;W22O(kSDCRjM$mqDYe=lpy$Gl4PK^bb1yE-Hrrm~? zU2-$p5{faBNcWT&N8xZWDZkX@<6eBUY>J3m`~4*G`^SV2@)ZIKEPu?c;$QTz^2bjf zTR1_BzeA{jwL!KjaE9@8|7yf?0^3^VQ(rTsKbOuSe|o7$kKK2)N~|MUUarcXKd^!z z(QuuPa{BczBY=E7`{EPw(%<@s&YEDqhr>rUU64*MPrbOo8=b=-uI~AptCYT1BYYf$ zv#h4q(Lv1*tc}3YqbO`BU!i2(3w_EkDWjG4`p>U{$R0=0Pob+fUcT_{@i%*3w%(}s zdVGzw%l5>PFmu#Id13y;f#A*e3uNZ|Ej!eGz;X#j<})9!)rQ@#tgk}bx3imNjQHlb zwA^opixllcnw)J|3C*lh!P=L7x6BB4$`<%K!}w5);#WeZMAT|=0Ugl0WrN|BPB^j9 za`q_;>3Qw$?DDjIuR}8f zlNNNu^v0Ezg>Da}X0m&25_!?vrjMX}Fflkw)Nm%$w!x^kpnem{ch(?CzMiK5*^xS3 ze9TxC^RocUi%npj=Po3tAa8^4LQ_!Y&&~RQQ0&{Jd&HYrFY0(lXI=_xDvA!0|K)|z zF8Lv!@Ui;$HtUr>czOJu_e6_g-s3mUq9yAhV7z(dDL|#sBy^CboO^%`K zxDCy5b6ZQ4aEhg=b4#kTn+Rgz*iqic1Xb$)%^pxefJD&Kg!F zJIlG|glo+!$)XjJIe3 zRkamESakOkl{$|rlYg7g0R;#MAR)Z)#1SJ5bGmw&R(aDv~Pf*P!h{N#JO zrYO&3Cop4QqV65L8>GckJ60`B=qr=9%jaJju)o3XIeZ|~etD;`^+D~_UdYP{3XVSz ziC$k`1|7!*0|ME3(r-&vqZb~QUFyWe& zYBDaHA30t`YQ|Eya>s_Hth3F5YjlrrN2ch~g@Bpw%zokQC+~V$!Rv&Tw009EDS})3 zhcdUApEc|kYzZf@5#0ewZjLaM_$ZhD;;SjPR*w>rdtyBd?pG9i1a=OliGe5IlnozA z)sZIcN;2J>CL0Z0?kAwP02LeevH!aC)fBfE#Jbv(%QX3&2u#=QKkpJw0M%ur(9Vh;ralep~86pCrk`y+4E@7;OqF(&1K;`@Rsd+@QL(cQ@6j9){Yb6@(VX z6AMB4Cbq-D;Hf@iu0wcFydprm&Km zkH*20lX*L)`h((C+xI>;dupqmNWGD8*19k`oK^hIXhg@L1#e4soguUCeN4?pYqX@< zM7{EB+<##UYV7*11JgGxJLThX)(+8b!NCw$Q@+59r^08#wk5fotrJnNNMP&mGVcLh zq}dG18gGF!sSq|OswuLyKs=;{I?YLS&86d0@DP8;VB88aZcRL)OL?qiiZZPuB;n$1xO|zeur@2*{A9{}$462S9_?q|wpGY6 zGKn_^X59#VY1#c1J2dj~S56LBpkocSqGi+*VAYu@zu8yeWcp)d&*;b+nspo1Wg6p| z_G+k69@mr3I!e25PnEa_KP{tk+KdH$sKQ5)FyDXKHMv;~j$sTx%W0p#*$?uotYFJwh! z%QVb8=pr(+KD!#9N#}>c=1%nbHSfPDqYppv>8TT;mlXdf*9jGM7KLO#cC4`4|#kUb?eKG~j7Wp25CSJ~| zidaBNsEl7EFpO5orVneO4N`e2%m8iq@9?j)U-;NK>C&If-i=Irym)SEU@tz6t#+*> z>Y8(ld%f@V%{dZom(klmOsm4EQr*rnHKZWoyD~z+bz-=+wX8>N2i=DFDL*JGt$-Bo z(!TRG!5B)NiiI@xzc5=Uqct0GXt+4AxnU3E9qj0Iy5WA5G+n1E(d9GqEDz}By|pQm z7)jRksOVbsdHp2Ac>ddkZ4o1qk?Q${$V9O!?Se)z-h(#X^ZHN=1a0~Js9r~Cqp}Ic zuVu|KJ`Kw zvItD=_4~T>2FKe9cAyTLESs6#R@~dQGOb-l`J)cC5#Pa^=#*N!wyw}5j>i4lWdZXe zJ+8IXUGF+*voy_&U(M>a0o!=HBf&b}j`VH_v5ho3>cXTt=4S*Og>g|5vr0_!7WHUY z*|$c&zaqIlMa^8~k895X`FF!zeCbPLnG_#ArkEfvqHMC$kE%a(^*?f+u?}YT+}7;i zekd+6s@gh})Gc zG~4Z#{q^LD3X`F5z~hFP@bV|f{U*P=&U-0igh+jJzC0R7*3j3#fZMZyp9WFWd^MfB z6={{KFD=uCInxA9B2R-lHrlDz$oskL(m2@B$F%_#FP;sCeUFMkKWv|h4qj9-e~WxZ zKx1L_sH5g$r|X-uvZ)dY$in{#J(1_-f>)WmWY?}I6yCSQ(dFjU*0R(|kKE2t2l(~DWDjdr$0`}+aNJDsM5>E0ZDy5V!~g5|!EX!+%}Mv{eyz!j zFiIN#O|%rOs%=dzr6g7VE*wI5Ro5LTOHZ@rm35Dodq!6#hTB9A_&0tY@RAZ+hAuZ=uV^q zM?UWKwj1h8Qnp^NEVY1#=5VPNvDqPnhz~9+_x}J*K(fEw6VUKZMiaxym&fqiu{~%*rXFRr_9JIJ@WyGq<-u7p@s}+Gl`q)IE_p zk#Q1Z?mIHOe8~;A{`r{BcHPIA66?x$?5u`09j}c|ULFjmP|j3qdmX6PQ^r-yf??Hs z{^`|%7Q}VRRZC-=u(oF3%5J(7V?XJz2?2h z_iUnRo>W*J)E9d?O~zQ#Z^@+xjlfo#`HUW`C&s$IbL!}dJH~ue%D(e97xKHe`tM@> zG1jf~mFtSgm(5>biocK^@jlHfI<&72^U@S zJ$xI7u{pQAOfk=dE%G!^)(G;^O|5Kq+!1W&k-_p``e%SaxjUtwiTuNyuJ+`2F~%y~ z=NuE(1)FNMe|jhDn=$5HPwoFs-$Z%q3$L~ML0C^I)ixa)z*u9R7pm{^#+Y7To3&ce z!m}6$|TU#;?B7e?@gnIbuu^x&a$iC-(OT-o)66 z-<_<(k73Mb`R`X(q53zdhm=+v1$y*qm4O5E|NR`DaU?&hWt|yu7OU<3>P4Wl?U4y` zlLxx9wV;V!4-i|%NLN;TfjGf38p<9C(|`BlXx-rnyZcLVPR00FC{C4|wz{JjzlZkaour{S2 zwC@cQkRJ@cw0O-4WQyd!bG5sG!pqw4%4-Dkf3l(Eo|z6HU)+lG=#&D=?2r8FyH{bR z&x(;~Spc-eJyzGFb^(n#>9`?p4CJbsr&r17>r3}vd#K6}iw)~bzwiW@kGCn34X%Y1 zdo||fMP68l`r^ecEeqs0+@*-lH^8tO()Tht1G9c|<*%NXz|5~x^pV@OFrj6>pp$F{ zf8;{5(_T4kK$XtQEh~EnlqVC}CvuEn+S24f*4}wo$=&8&e54R>&*)v zKBM!G?!Us~CV=wCcZY<@L|EbI7daZO0i@2rtD?#(K+WXN?r*3CV)JQwki2&ZVpL~ZA}C5p;+33f8*>x z-Ig%=tRM&$$t^ACS%P4#<2$QjlLvGcs6G;RFaQdpajpEmFU)*z#W$Us1(NBEB~KOararZ@{NV zI1it?JLg5KqDSD@TGRKDOWf^tn27fuJ=-)ocou#PIM$oYsW z2NGaq{>-&Mg&MGUg{~!U`>z7|&yP^Rr z%+b+Tc@|;8;N+Y1FH%4!RNQVmoClPvqqplnvBQd+`sckhoj|$56~xmM1B+oUwJ$dH zfHHsccIk~XK-D#>b+vs7e@l(JN)W0F!2mUmS1Fd(p=b8#PkQ4R&WOv>MiYRYJ&cSAwkE8`G zHgy1nO(gbn-zk`9iZ;FY)&pjho(>6pPk_b4W6Bv)s<81x;Z&@pe=e+uhg+T0Gy{?Z z?WbEr3DD)P(#)5YfO0NSV*1-SP)oiDK03AnQ-4K1isX}l7yOb}~leF+edqe)D*47SP{ZnUhIahItRk6Q=P6 zFtew*;5>T0MZvpw(=+Kv4-Vp%j&TC%Z?%Ey)xEH=JyYS98yQGFzj$wS#KIW(#z=6n z!on#D%qBw&h#?J_)Uqa!iF%nly#_#g5tIGNrV)t$ZSJeCe+vUDwX$UWwmK}6im$8k z-i7roGv7ZmeL&_je`x(T0m$O}6drk|z>EVy(%Z8V)oIkEyZ!&z;bnlMXOn>7wF!WE?1wmbWG?B2m49sc*T^epBf&23^iTNf(S9 zdZ_}mb7RfwY1}X#)^<^$5`&d%>I0@ye6abIf4k{*VOWq_iPDF zjb8FS`vU1^SLN|14Pmgwymyci(gMp(OMla*Q(&yE;1SN273fV>6MM(d{qAf2Ff@#U zX*J_Fe}U3rKzusL*`F#4^FjQiOb-i~i8-0@Yy|D~Ez*HUJtu*_;1XrxWrO-Cwh^L& z`jx%1MQB2AHGGwFd0Jrpb2C{`1nGjx={NPANkEsm`|bM!bBsx-_E2vn@|jPxjU)!j zlR0lpCFjUMHo(0$RjGxcC|MyFby=9O-ejL0e^-KKYi#MllNg}ps($*p-ybIVZ`}|# zl>_oC7Gmy)6_|Iu{pmM{0xU}}4k(H-!|d5fzuH9uSk_#eD{n<#kBg&kTw;ffiDdB& z7sMBT_wtwz{y6W?LNF_?p6TU}^m91C z`bVSzP=Btd_8SiXHH6vKx4H0(s|&D@tlxF!>|*q7IWk5VaL*e-%1YV1*|zC5+||^L<4AfX6F9y%!t)EF%S$ zXO8KQAG;6JkDATd=Ph8(^kVrgJ62fMA5$z1HiwnWVU~HOUqB90-1zT?DJ=cNzv&iC zfl-aov0}{un0#VmZ^cgr%D0qM-JNFh6kf=3Y5>AmZC9 zPY4JCS?B$&$Ej(sEMC;R!}~eRi#}+-CJ_dszvWijy(-bX95Y@q8v>H3;^>J9F~nEz z_qn!`VNr_3?J}1L5Jq1;v5L2Ve+40bb@mYspzb;MLVOkR6LwFiH^`+0O)5$Jg(N5!{kJ1=1tE5ShXwjGss82Hh!OIof-hN zwK+qfOQS%l?-2j2i~Q^X>EQc~A)rjY`1R036&QBLGp~O)!XnYFpXKi~e~|azeK>s2 z2qy8V@p2AMuyW>Ic1+_bARb}ShM%L7d z7wA6m*2C#Wz+iFL-e*cjzGvy#a};r>aa5WQP6=jGqfMrN7{JPYd3s#48xZ-U?pjKE z0yT)+p92jmzp5t z91Em*f{G2#IBXb`?e5Jx!qVgV3zg|5u)HwX&p(EIYU6@NVj3M5e?r%;Vh2TF<#3o* z0ig&O618(dmLae({HIzWkq1_aO$Ce;EP+z)=Nh7qIPB@?Yo-zkKsTzqv3f%orkK4~ z#eKVgSiD}GWq|ZVvX1Y}i*Q&GpmX7_3&6Usm2Kcf37FwJHm`X+2yx&K>1th8m@Q?b zpYOE>%DCi-Q^JS`f1Nt6o6A|k!j%qI9Mb?SoHgfoKduLpcLcJT-lrpd>x_BJM26{| zA>Dg4IDzr+cx2+?y+FP_!8)_J3(ar#y;S)jSd$zLlss4o)9v+NrDhRF9otSa5_5ui z`P7^jVU4H{?SBieBfWW2z3=fjE08$O_C;u+xv#y)xhU-qe@i#sgl=depMKgk!Qqe( zG{?lnd&_aKT$^WqH@pMrhuEz*uPMTO?$Bk!i~c|ts%H;;TMy(ztXCg7al=BQ>sy8y z7fd)9q%Hhs2DH1l`-ev+VKI0AXI!`nEO$P*2%sHyyG=V64n$-16F%wgz)<{?B=%_@s6&5G z=W!>)cy0IT6SN>8WxIR)D7XuZTWw2^Ic*VVo2+z=^&#Dp>_3As11ZxvY4Ni#kkr$T zZ}ED<;==a2+6Np!*%|sE7jF(koxY8v)@mSUEMIQ-e{zG#=36q79VsvsY0tLZ3;EYL zSMs~mO;`a8_k;({Sr(UI^#@nvryuX*mxN$>n&GDY6>)`j=@FTm(LmX^_s@t<36Lkn z@@J1*08wUSyYA|7m~}bu=_e%`CVlyK%O7g~DUS{cL-&(?PAM>R@w(HS9_B)T5RxR(~Wl6BQ9JI+(v{n4Ot0G*3r$w)FfEN<#bp@R~;k zfA2$Bao2k&Et3QDjF$bOA2oocDQ5WQ6AvtoAD$?);)9i%X?L9>)R!kp(spmp!W?zT z^+W^#rer5{FI}02MW;Av_CY=%UORoCrx9^@+r3RZ?&uTH%b1CqA==WEwO zfNC%h!`${97JhQv@{7@irI1a&xMt+fQTGqnuB!ks?fKvE+^ficyUL!mY#_h0f4b4L z7jg2z&_0npF0gE;#r(T$7p%lfkeWA60WJ6R9ogffuuzaGSfs8FE7Qa&xm{f_M-PA0 zWIqbaM=Kv{s;|RBim;p4-9?x!zFwx{Bmm3%`hRdWm;po7P)Xuq6p%iSr<{NM97u0M zKd(5)z=DtJX0xd~Eb!|MP1V_>f9EKf1WgB_ee~lC``QTOrPEup*Z!9$OQZ{na7gz* zwlM_VV8YOa%HuN+LWyI(`cR+R0<{Ni$tVex~kE;l?h8Z23i-bhP*(0wW zQv$BQ=;w^0>>+iSF0%3f-DzO3+TcYThG9NpyVLiB20$`4JbJx64oFvvfA=+B?}Dku zD|<6!xzQZllN{DP1H|7P)!GjPVJhXme(O`D6Iq4UrQAb63l&OdD=LBoHYfY1>qbEJ z*J~;`lm^thPa2FG-lBVxRa?SqfJBn}#HG&)i^ltBY0Diz_VS7~!mq&6Co(~{1Lf%7 zJ57T){=)dt=*RmKU0`-le=GBipAk^*$Ea;(iojeQlOFROG*7n`ck^-C0>%51H%$j| z^S#t7RL*>$W^DhF&|3m?c5mJ*)~Ewr_l`i|$Z?>MMjV91InexlB%ZrZ0Qyw0vmk#0 zFlw?bM*eevncDX2yr!-|RuHW@%6uKx9!car!l*#~bT%dUF&~WCf0?n6jv`$*QJB3@ zZUpp$cm;Nb2HGb}*F}MF7^`|4VyuPukn6Pt?~fZmiZ7SckhX+HoAcYNI&Z^*%kD7Y zrV^MBh@AgA$pJL{?s~gUG1$0$O}^Uw7Eroln`S@qBcHf$@U2_C@3kmZq)+oHkS6rN34PD#_{U+*B+przOXUAg6i{B zImC|g94LXaYVlqgKrGq5U?=$t@pf{^R20g=H5~GLhESiCe_W(aPRj!MNzU?xUC2Lt z^CSy&5D!QSbqI$eomrW5+!crR#zZnQ`I|LRtGoq*UGiZ5z@=m!6$MyLUSxmrMjEKb zRr^_KXy324!}uH#)?N+!f1E&bW3Qpv^&uFDr>^=&T5SVb(8qeyA}1i7yOHK8^$S-1 z4BU|BTZiQnf3263Gp1nOJNQ(Wlpaic-2ao!*c+BDr&T#OFvR&*YHgavKvoX9`f2wo zpk^KW_mk3$c++ij_f{p$kMfc|TAYCB922v9BnPOTdfUsc@`bB_T)g(7yb|fM@67pi zBXyuCj@&P;y$vg)i-l>&x`4L)`esJ}%119wEjBQI!Sc_v5R0NAn5T>X+bci?(kC_~ z*odPBbdE@EA`YtO(l_D$50=V2dkg!>u%uZub@x2dOWE+B@)2@CP2y9z!|nkqL)^t0 zVJLUUe-{-^O>Y9(_v(47{!Lh+;?(zfbO2TKQj1(^B+N@INf*6{22y*9S%!rZkpDPF zT#FF{+O~^#Qh!9i)KNu=adnhSgw8s>H6MaGj~A8(!|5=uR!i`pAbou`)hlWF9v1!> z>6>SEz(ho&osy0<5c}>fac;x`;}l`6=pF^be?2@#%06ZSB#q?n1xfBeA=6qyrO~}= zddIkTo&?hJLig(XlR)|KXun`Bb(J5MhZ6HbPnMy3)W$7sk3>3N{fP7QAz02V=E-!n0CK^mG~-wv ze@x7)%m(whz?jKPl_wHru(G@V)QO)WDDR0LGmmZr`X^c}&t4HA@7gPR`wRN_vgE+a z!4W_lh}f~T*9_*KT{;o|IR;S3F@_wp4tUUP-%`$sg#7118_ z)~VB9Ndd9(o3OO zBORcfe{cbVCB?#5L(S1JZS&79_;4@;I2m^h4I>m$k95XeucAL9iA!l9|2a zs!*=|t=ag}0PQb5IFNV#46Jm#a;s`Y+@NxV@80AZ(0`ws+wuM=EZRm?T-Z_vns4R< z*@vbu)hRZ8OHKe7V^?&{U!=pb$=llOV=;(dh6-|u=s^Bi`tS*(2&U`Be-qOIL-iec zO#RCY#F&U#p%=&(LV`vbO+10j{c}+HpcpU;eC&s*OR%C7GUdq^0m}_X-v?)^0OLB( ziL};QpcIYg_Iy1GGXni#wcE((>kZi7UqSxfKu>#hnG7pT@tG71>2tBrDy|tJ7e<6vyAcClsQ9 z<{mO@#Nda8z=(UALF%x+D)^zJ5amzPw<3BZ#4+m6%*<{?!7}Zp+K!WCpuB%A_~geX zkdm#%ukfrO-gxlR#5509=l!w^>KB2$^m)h5IbN8zI?lfRj3-cjN_=4XdL0)3#$K(I zNBUvBv$B9?2IhYTf1lo#it+*90_n+SHLMt3@;bXq3US1|d1R9w%=3O|_Ou`Z*}ULP z?yv-`9-0at<#`SCJMrS3=P_VNW30Jx-Y{l(IO+kXE6lE{i=|WafGlqlIf|Z7)W?N> zef|=bZ+c7~Ar-*f@Am6ERy`2UbWsm)kA~%84U6K@7$EeXe{KI!YzjpD;aE7a4pSYM zKOKCDxO4ZI-$Y_9kQwo9*7!FtCvo&o?E#d>`1vju$D;kpC8jshE&+vhC0^ov77*<{ z*go)^!wTWzrK!(x=>4-iIlrob5l5Y%Fj)eXt7o?UF9GIi&Nx5l_XhIoK;`~?l%pDg zUMeNj!QlBYf5p%nNPiOKFQspwyk3yNNEXe9r9Mjjl|omb?OuqGzflWBLVQs10ZpLQ zd;J%rB7yvQ{I{bLs;kwZ<1f@*Ve;UqCu97`2iR0fElzvF((Aq@qyIR7%w#pF=-30Z zxuWm$nUOvwX)+PbvVfFimbGGuL%HwbvhiM&-*1?5f3Qhz!g_Xi510IHpmTj~KF8Gz z%cg8OeGz1!-C%#BzwbDP+xbZC&8jNU_6eNxDe8dnx`I}kunSP4H^*3hJHYg0ubdL9 zGlk`Ho0zmUEOB|IMr*UeoLqgUucHvGp1hLt-Wc8YlV+&($H%ZZocy`=qX5j~wiSvp zCjf2#e}y?6oEfa0mXh5QGW7e5_m9juGe_Xks(aa089ZF$5+Q^5k6>7fVjbZt} zfA14ylz>s8s+m=e!HR3}4ZLXz%$zE_sU?hj^aZ)KuO_f*vyS`<{K@u$!|$O zf8_{ejd7?z`=-+Qsq8ioy$T&Gjv)Vjf+;@QCkwO-hcrigwNY-+yc5Tw4fIm+i$%;x zr=yjRNqM5z)j8y{dNl>eRqoq4n0aCD*QM<}BiUjK6qk^9Q`+X_h$`R$B*osk z4hv&g;dSnM=obX@JL#F<7mHxB%k!UL8y74YUd2BSQ-ZbSaMw-_#BE-$l7wE10O8}6 z@Iz zH(2Y(mV|&LCjC`2-WX=t#peTLOMvvJ+~J{G2P_5TVb{2_U|Hh9{NS@2KxaQ>pdS6NC9~o=%y{K-1-Z+@3VZ(1 zJBJleF17x(_}dKW$l|{*vPwW*DRqAEUlQtjWLq;Y4(4^fMC;VzfU5O%f6rTD7!dtu zhu?-GZUiUGnzvan&;LW2&sr9UxGLu4!-rw`R zS9I`-+5i0ogc2gMEf2009CK4)$%nti|x$%8<_bWaa2LblY z2RD1b6ySu4^FiTQ@XU9qzh#PpQgw>=<--Jg#)nXv^%M?zetAX=puS8!`a{3`a2*;f zoeLlT%z}Xoy{UsQWMQO-Z0eNg4aKYu!yg0*K=9~Uc=!3qg+J;cp&!7+`avBC+}I_*DB}#{;w6;qUN0KdLMa`V-{B zvYxp^|2=ObTPzaaf65;nd9s`jUqRp6x~7leLw>$L9?0nq-`&$o=pyb=};-vP_lT2;Fwa^&;HG_Ow8%lTXZ#wwI6zZNYP#(m% zL&x$-%VKVB=!s1il}Y;Evcu;rb`8y7IJM?o(SQKB!x|0sbEk!(S4%)ek_bk>`}ec%mMcA4D)UN;-Kn! z#r4Wk6@0M5e^Qqxx>sjsw&1&bdl1$)Cmq zeEpYwuOC^rK*sO52S@ExpeHXnz@|M5{}(TK+P*Cof5yv41g-?=!B_d5%jSpNp_RLQ zf~KGXWnUY0ii%C~-yW-|o#S`Mm$*1ble92=;V5%NGmi=kbk=gN^AaH`Sgs%yr-Cm# z2UCuQIDG9(JcIukhR>rmXRP_FK%M`NljgcY(7k?RsM_Bi>JPtjELe-hH~DjW2ZRgZ zKMkERf7G?c;q%2iB(zO`#&p@OpEW3ba;O?0seAj!&rHd$p)W1u9Ooy*`@W0$5b|4fgv4=+-@C zzDM5$ic|I_5hGRbscbZnk2~D)i4{Jz_5JS9f3PC<*2mo)|2z4@^<71=P`;SC5!tcv*iZN|yUcGeCZ9h&N0j znKkDf&KHCFwC|KNLfSAENR&Eu1qX$^%h@W?W>t@2odVOW>XF{aO1NSD^_zCaFAu#KP6si3S-9; z6@|ZQLwDOu`tIMT9@UBb+H`e1e->r<)UpwS4t=?c8Nn*h{DFV_#%^w?$(ooe%FV+6 zxpThq_pm$C?aHPdJ*8q_tjY3d%m}B@@k3Iek zYo+UrSscDx@S#Z80113 zE(p5iD-+d*IiTf%ZYJ;cTIi^}>XLgH2Q`Oz&*l(f@flLP2NbViF!C&zHGE16|G_al z`_+3KBuAuQcev(`uaQ=os8h$`zgO-%q0i)wFDzbc*vae;Z6=eae+Uw2|7Y)bsQu%H z33Y49?a>{OQ1z89`HL}h65vteQGe_6;Tc9gwU5;nA z00uuSoh~2-!65Uqe`}&h|LVq@_4>7O&@!zw-d|3DVyzJ2Vmc0A;1pjS7(f8MlL7q> zEojfq7FrK|PyvFjJttJ!LvP%?U(7@gzEPd!)%rjzH0$@>SG8=xR|HAl`0=>~O0Nv^ z=bpjfal?k!(E%J_0%rn$vZz3LO5OP%ZAARfp2MVvTkg>Nf3R@hOXe1Q=3}3CNv0US zRQIh2nFqs{RbQ=GeG>#7vr*gk%-iFCYE=AE7R2xb?(Fj1s00|}b9$$j>4N`w!?ex> z`B+!dfr%VNZF~r^a;qob9g0qVo-NJBphv?_IocNW%S zdW#TDNb+ULnU&zbFl-CnXW*di@jvx9nl6Bm3`ghIf?($2!K-YCd!XjlvSzD+Hq=PB z#@AHIf8uL5MEP~N(Y&yn+-2V6jd#r9;t4WF^HJbK7hFz(AIfL-qm@+9UZ_&It`PA( z8pQmOy#z?7Djx7he$lIML3ob#v7K($S(?p(FK>FHf9+{3v=aZ7n~&4+t#{h%ydRoE z$mo=5oq#(&?XOOO@tD zZvz@-pZ;*bL3x^O?zDg`esHj~+*-K+ax^*DvOc*(#tVyTIcKD^W&C=Fh_TQW_#ry> zGXbA^>1Nbl8V&{u6 zM}A68?JoiUhm^`Yf%Nguwj5@rWei&OIPQM5D+u49!q{HX>keITt!lMd1wLu8i}&5f z!H9zEk;?@GP^zYJ@vaL2U-uHgP_13&9Ad{ZE+cN(iUjH-XS2~uLv(ez*Affw%hf>3e4yj3)ZVF57zTM6+7GM3uBkjQ>dC^e(>)WnQFmwwZL$-HwTBr_u^qnTSbTwCLClFL#3z&^e_0QgFvv6r7jr>; z+jCqwaz85ut?b61J8sxR{=M@RMy43F%jQ%aI~Ig@*;Yx-A9eF$$a?u z{A(>;HE52je-DkOP)zYbL4FO_%}~9ScWRqZ&>UV7cHXUG0Y6)wS$+JY0=;_YnorV9 zp=-kBYyMIs{*U(k6Z@{m;-i#rMhaRZzX&LC;O4;KN2Y5ko4h-eldGBv56D6vf56)u z4_WBHZoEBy2<1alrTWYFgrMsEE*ohNQ+!>;;`ii!e{Be>I4uy5cqAuRv39bP0Hf7g z5fV#esJ)o>^pF_h%y6sR6YWS}cwFCx$|0^iId$(J;b&3)NbbbPhf!{{b7Z&|Y~ z#amf8sQ;>b(Q8Zvk9EI#{q`9*{x9uH{RacYc_}5VGNUNxRV2F(_h{q0-&v=eNy&m7 z>7R;!f2%Nj>Wekn5f+q>t!nd38_=9?K9T>uHwAM0q}7AHa8M~I`SF~WJ7f*j)^**& z;oTnUg?e}+-tqg-Tc#`)pM5~{<)k>OM~8`?CYLP!0~C|k&2abzm+`6aukampJN z2%G47+;$L$Z~P#pE%6cc{cF*&|ETJamAi=r{z3U^;??oDzfpb|uQML?h{adr%wNd; z8H>k+<;@m2vY^E$wsY|G2 z&6o9ul4GGFr__aZ${lKPloz26$fsDkCX$hlXFaA7N$1`1UoJio=tQ}2*yOR{4ILc* z_QA^+bTJ&h!tmx5=Y)rJ}!0@is^viiV zI3W1Fmn`_g3b|djSCpqw4!#gKe>j*Q3!n3jJ}szl$2VnYUgP>;3h}JR;@tkBxs@|q z+$o6sc%C?H`YsF7)87UyK5~Z+c6@R&HxXY!d)~;t-xOME=!u6CdZ1O^;W_S?1wMxB zDy1yc9SAxiMv19C_bVCh>^3S-fXw6ENr&zq$Y3B?~Cee6;N=%E6sw+j!3| z^x&Hbs#QZIA|xm71~+{Se?}Sm>YfSk;oJSwf{PuzA#-r^aoKrP_x3=3w@3C6PAP9% zD#hW81lznXl7#TyuBkR((0o@!jgb0Y+2e=gYpyy*;$W=*iHp@MGSnw%o#sJv9w%y4 zt|@@SCx|v4y^eJG->!$Xd2+GP|B@D>InND)uUR}^jn?Apv+PWjf0weLCrtGM>IohpWfAQ?;9>{)XT z?8KFAaQNg?rz0PH!9h01VAjSi0?f871viYj<7>rt?rq8vg2yke{M>1Qd^2ji2MTb| zlcK#;E~pM8f9mSN*7H2j!n?2Mziv8|va4q*?^J>8Pw8BKOlXhpk4EsY5g?&ZHjCvNh>i3|A#lX^FLL@u~AQC?(kVajs1U*qgFBa$6=dn`jY@{gO@B*?a>}U zv|5c60R}eOxg!>e^Dgd=_#lLD*d8)A;AszKWvAlT z#|Y5n#*rg`xE2}%bv4ZT(K)n4snuigzCiI$k+NwaEm&=od7;eOMCp6VKg7Da@ zmNU6HK77v9c$;W@EVO;~33!PYgAtlV67F^wKJBfRP(Hf~)a;hKc6KxfKkn|YQ)Dd! zf8K;agz7kaCsFkwZ@N2tiQWH>-5T-glVbZToh}d?d{WykN(EnA*P>lGs*P_>K4DDn z!$DfIJ-H3>Ms8)m-=KQLnWmzr+X2HjDzw(>JaWhXzHyJoij3iNH@>IvSK#n@b-l43 z*9q_|ty3V%+#Lp=A4JFW|_#gLPf9J+GUWn)p4YkL2`O~tawNSoZxul}Lh~eKq z8gjikuUeNf0o=d(4ymWW-L?Rv{H4+>&2EDO%D(2QDj|Ozt&fr9yQcwtzwWlFC2PY-cDY@vmoXPGEPZRdmjEsuzA$5Ws^cp!TG zKFW`mPF&Jbo5sh^*bMwZIj^PvPcP?`J^a3>7bJ%KEcJ+jZb=@>y^r3Ty-h>+`hHj< zydLSGbcfqzoGjk4c&#fDf6ZB2W1~!Ai8}N@|7;lXRs}kq{Ji^oD+?x$`|V$CaL4EF zIp6H=iQyX--mTRQ1>x(K(_AgqW$~W6GU|`^ARd%uO)sk8h8U-_e}_!a+=Wj^y?ZSL zB~OEe_dRxp4}Ucl4OemaYzj%H<|E3Z-_PFLtO$Za_1~J&cagr;e`U4sH{kHYk2<-= z^X#FbVXtdNV+&x%G8oTK+5_RJd81=;7K{ngt)us_!l15BkMA{gD4ChO5TAzT<52E- z$!-kFo$mZ(`pXRogcH%J}f!zx#&{!}NoW?8*17}ucI@tK&;peh1i6uCEw@V;pm2Dab zuHC{!cNb{b&(^PM#SN{Ns-Gi-BB9YsS+`aZ<*nLZbv|aYFgQDKA^x2ZM0}o3k$LZq zuXp}LO?^bfhsT$_y@YggVZ86hx?mRc=I$pbM$sYP-b#H)e+t8=ovtbv@xejYuNs3p zYwFPMxTbNp(;FI1OzQ5VaaQQ-qZkFVa*lSbf`^q-Fh%C%*z ztyCe}Ig~4|^!=KI^}21Y3%+xic+}F!0{<>6?B=Nj9Q3sgSek$E zhHhM;L@)B0kxj>~JK2#?r|@Z4cQS^5wQR^lYs2CH7B+O65Ro6`Sttzn%HqpD|M`*J zV~YQG?Qrjj<Yeire?xmOXTuy^!5ZB;wo5YY%R_f1?e<;a0}uM{Dt+@4gK`=EA}6 zBRj|RiiGe5jLjEjh(|jwggWm=`7yb}(_ItkV0`0DdfPJMobi%3;YLF6Z@=cszbqAe z`?+@>Db+nt_3;FIpNc7TEcy^Sa|)nhJ%dxXGYcwZcr+gp5Lc|5J`UW(LD9XYdE5z8 zd_wxke+sS-D)@Tik2NCp_AnX?ca()aP!2BUxuX@0?{d?PJ!-CwFK;sT-7ACgx&@cr zUgjY9(S68Rgi8fljnkv0OmI-WN5=X3q$#xSp1$o+6p61Qw6=+>+QX+K%is66;PCf~ z_DnA+;P9Vq&%HA#Lp;HGPz=AI4O4wLeLvode}rC}tGBlW*5cbP$j_2uJ2cg z<~VnzWtF3G}8838TVXpvvutWNSVOYgRMy-DFLm#XowgT|N%$uYJ}3 zwwGh<3gLHHW))zw?}PP$KkqS|!^becT@gU%u{7BB-UF89O5RHdNNgjdNJ z%T!MJQExfe`d4Ua&M6LSWT`c+sAm|Hc%jc-q-PtAtZ5JR1c4@-z#kp2jWHd%b>p@3 zAy{RTurryy0AyWHF`EJhU^KOJ?#-=-%{_JBPnGy#IE9_}YY2?O z*rjHGD(&#RPMQ;AK5}TzQ%D)eDGezMW_OrX!`%!vaRuVWcbZ}3F(7ZgwT&Ad#c;>0 z*15Pefcl;mpk=)R6x;tKl3tvG&AjFqMJEpomwbBKyFm|D?F18pW0NtQM)YZAVP&8> z`M-3W@x_=QOg(DX0A4_$zn;QyjjSvEyMHxc<6EhE2X_KcgSDNl%+rAO&B%AGEDU2} z&0le79|ihbp0Kgaw?J0kZBxfo0mLv3mpduu7!Efm-(iV|jrSvshe)#+PU!xk&)Ww; z`Y>2S-wKEIqNu*mpGB}XTXj0!2v(nFww`^s3G`@cknx2HpzhoHK3!}9l+(hejIFaU+&jnb zt&{;^BnCZxERX7O?5r{K&bz=UPn7NanGR&t%A>qKsGcQWfnsSoK$BPYdY0V-n<`al z-`z!E?X03etx!5JQi{*(lAglWdw+i3Ns(8u_ViB2@1;PXUe*q+!xaGaE{{REfikMM zapgs8McAZC1XRxPxE z$eV`Yo*opG*+_&flhY#0k$+}DIph^_H`|f3qF{N*RYS@?$1j}IP%v&pcMF1u~- z{VG@$D(Cgi&xg(I*~UKBL0GR^Js19@8ffr7{hFK~Y;J|f23fhmih)wB25psRf|m!ZzT_MC>(hYM+JKDaz(pWA_VuNT8Nu?1nBt>Y7k{ALDDyj$#R{7%9CQC& zyA7+i3dq}L=ol{8yedumHPD*As=W)W1Nt;=QgxXMv=Q9cO=n>s4^?{Jxz+)sJ|B%W zJtf%4e%n!D9SN(F_p(P1M*!)9$$@_^r(oj>o!GcP1=idRo?VF$2YRa9g_52uASFgE zU6A~X;Rq@oGJj`#U{#ZKr&N9ikiQ;(uQ?0A5Q%0QJ~N3iebqUc>CTCs<9@QO#uGM~ z!%rls}v=_Nr@`%9u8pia%!Ia z7X}pj>LB5>r!gGQg^)Ae`apf0ru^J28yHpxM&-hu0Qr!Q)971nu9D=35)!^WLe&KTXFKx15v zxhyOJ>wliPwXd1tU_z9*lN23D>NY41l$J3f^D?HiHEQ? zFLO=U)&LkLmOlM&4q?mrfUoJ`u=Z5Z2;h~qvV zM`45QFfn#f8#a#zAKveihB1HN^5D2*38V*x;==BA3~;OUv^_o;2LNxsm4 zt$zptnc#ZrZHO(be>0297bFAuxpv*l2i~xBzvXmTh8i$@TO9t@qvz7g1n>XU0qVOC z1v^C8F`P+jg=*$2pid~&W^fO{dUOJQBjyZH-?r;Nh-ieZfH^5o9R_STgzL(b$^w~q z*_zi~6l1d&p%W`SfpO-D(8E7Du%5*2GJjKW1eTW{vG;I|z|_k@wcrE}*qrlq4qQUK zAvZ?QJ3zNuYfp*YQ0Y2by4H*!r<=7?aw!M#9l3jQPdl@X3mHSXK8}FaZD7$o%vGPi`xZ^eI*|I&aK1RC(X}i?nVK9N8Yb_#DD8otRH-MlLZvHdw;iZ z16Tj|ccO}Wk7~d&ru=~Ufj(^TYaSlHHG?sIr>Uu*vjA%Hj0md+nj@xv2UVLeAUAuk z8_QS1TCKQwrYr}LGqiKV6Zv3kth9{y(E`@l68njbHLzjPc{*N63pPExJvetI0V6@> zCjPEI#`GlA-Ek@b)=P(;NG`ddK7Tfq?#ZzPO76CFC80uCSI+kxPw|9R&X1(_r$2%2 zD&Vc)y9)HUVe*f0PuP&94JmPJ!rEPT;;zpYK+>|%4*pXC<))jbG7AB$`>@p?nHeT_6rOH<<{Td`b|{VCY_BHV``k>sn0xr%tS5Oh+Vm zj5RBOHmp9!ny>_GUxj#T6o1WuvKaDRUz-V5!KBzn$N|GWIe4<>7!ku=50a^Uegigw zJk%xi<1yC2+!wX<-9WaAT}>5KfVJ(XFE}V8pUB?`sCEtl3bd`P`jrBGB&%t2o)b2V zO&%Zl%LA+Y#vk)=(LkRnVu4yJtmEFEckiYEX^Z(!@;f!4c=-Exy?@@sm^Pcq^3zgi ze|V21)KD?p!{w;7uX})+f3PL$ml$kbu!_x!Cj*04B;NQq3S;uqpSmR52(-N`i}RBL zu+^m)*LwXrteNQLxZgp1w(#9#;`}IVrij~$Q$Axj^?{s_-Rc*D-1NZ7k?O>C;;;Og9@2t2iU}~tV-W?g_Sa~cH(j{tQrfRX}s@_;lh^05)uu*M zWo!CbzRS!Q zZm(r+da^5Q63+Lhs2U)DX*<{bl@G|4^+u_6?m&x@(iy8814jE4M`t10@2>m|8?zfg zea^*{e4qpAw13j`E6>w%GXG4bWLzd*dJ(sb$qsv~Lj?WuxeKuvj(R2bO{TXY`BNgICHcmbrR z(~%haZ8@(8WMPa&dd-2DWdM}7YQhOVRG_QG-oNvg2!E?L#sl<@(J?mdbj5qwh{MVB zT`x$c7?XC`i@YOwupx3@Z7WR)!zDHBerS>m8=pyaxn|L@*~@a;K5HIh+O;6;ZW|9< z(yfu08uA&}8o#X@S75z~w)e!_IavPe`c?7$Ent)esI8f_3?x_vZ>DU@dJIX);j=HobVfuKUFR?QFQ7 z##J|q93lRRB12eLI%!gm^qxvN#$-9gQddQTdG8-LYSuh~ z^to4+$3YfWimmysx=>)#c=dX|WG$>U8f45ln*jOa#Cl&A;(cEnp~-s^h^%2nMz%Vz zfq&bK8iYZeI0+Y3|&%h|sVN`N|Zhh48V3xE06 z+neE{!x$5ftxv*vZ=m14v19lU;zGN{2CCF2py#Q&KK~Pfu}sGNvq{E)cH+t2hBV|) z7KE6p17=94_Q~__;lywO0)ajJO0eR`bTj^74^Zdg4{K4rVJw>ITxH=ku$9GOT{%fAsskqcsEZv5u|7 zBgFS|I{6osC4jVa@w3)ZlyjR>{U~A6XnEOm*LC<{<$ZFXc!(IRiimEAE`O`R#_oc> zO$Y5^%YjY3j4TUlt$lmaSTteNw*0BcIRdP4{d5!+G6s6o8-bml3xF>F)hTr68Q6%B zq5c|f04g6(K~%pKFb>#c{aiFby8CXI_v%@U>8EVDq5{f|6231t{<{nG3(D_^17kq7 z7j6wLKzwDg^ITHVD_DPT{eSslWE!kyA4vFO;0=^W?kk`5FQB~J(q;d63uxl^-kp>? z1Zzwx5m&RrFkHRc?dh{#z=*KxzkMJJ)}qByD^1=2tx)t|dAJy?`I3JGGd+S0ifoDE z0mSS4x5uWU+c2iJWt9V_^FS?lZONL3^4-sq9zGJR7_MOA5R0ZW(0{(yXpS}e10{U( z(EfNY*sv2bFZV)v(ex|xQ6-ww=(e*j?=1ptM|0CF@pO#I>56K0_zs{jCp#JWW?{_# zHJeXfq5#9JAoo+^2UuTw8ZOKp4b=a<3t1lb0sUPrm&|8nSpQ>d8xw$Xv(_{BLcUY5 zmR>MnY1V<^K6#l<41c0NZ${C|PMpJV)UHq4+uVUtZNvdb9w9Cc=yUmo@~X$XGj>{8 zh+kE0n!ilI>K^0X;2t9&k@RiD4xGhUf7dRU`k;JpEc@@ERSA%@d%u(8kRB-n$@H{8 z#F(1Gzy0kv3{=HW{Bkb0fq3WPUT>NmhT|w!J7esKG3)RaMSprvU`!vq_KV%t11iPq zS@97?puB(j?ypc3kb~;ZrKS7=2F1;KHa7~x-FnaerQt46p7lPqy^6R^IkQLcy%|uC zl%K4toQBnt_G`rUQ$Rb<6i7bi2CE!uUw0kUhL!y>VbV?4VKc0d{%BwtHkl52(Aq~~ zEo02zVc#AgU4J!Hx;at;>(0vo2eQx}=e&%o`uq~ZP3$a)Y{|iJ#mW(LH9SaHDNQZj z#z0NuFfx=u`F}U1>YMv7*ueeppB6xV6l~2c8issC{b8%P_9jsO>gKAw#9_<=f(H*5 zti#r{v6Y2fE3B#tISvdT1bP=e^Yr5ZjAi{w;rcT=Fn?s(yg5Q`{L=O*|C$-Bbtar{uQXenYU@p>+C|IXVYn z%1=N|4`XdlRB^&=FmCKr=XF4nOZ5jhTYCGxbvO->+QYdXJN zg?zAVr8f9XB*xPD&hNK>InW^3%IaJvhEr@-`hV!|2+K1sH}v1_25RRv^+rbuY*fSt z+J>Y2k+ZBh9r_m5gzj}OHt?ePZZUf`xQyXURoE+f&Z50d5nl>%$C&9R*xf5gXEwE* zl>`yD(zpHAJzoxttC1@biOm?ZzH>EpKZh^j=`EuPW!g=DzKWH9d_{&D^Q;uH1Pg<7ihaCd3W>g zMt*GIY-cqNE0xJrl7^^0A_Ek&qi(Q8@qen`{^|qbzyaM|JSG4p`e&{;I(}0Qo>~iGKMupvf*ITB&DXOw}%xq7TtrzJJjR z%UVS_=s=ABr>75rK6KeBe_#>ADQoXiVQ#~i^D19`^RIx_Z8jz^?L2_-p)yIIW(H&< zXa9l|X|PpndjBo)EKrMfmc<$Ef(^aYweg1CFf;M=xS1#!D4&o2(>tjMn=yFp9yURY z)&A#&dPjBGIDLGs_X!g^2c19fe}8!~>sU-C%D)>=(<2fe2cVpAJu*ov2}qk+wmkNU zu=)3gmVkXcn-zc;3$fBI>#iN#v z>ecAydx>ZPYaLcw#V&MMJDPV??@}Vh!u@YOan$5O7SD#eE zcYxI)-LPD`1Z?g9Xy2=00IR(Dg;k;57>-4tO81!uY(#s6k8~s5X7&H@@bLg_tiAY?RSjXs1EDXLHwt~AIuvl0JLX)zs{@-09{0}=)64AAq;-v z{>KNL)1v=EHG!rk_G+_f2!A%xHh)ylGz0y3EsaMu4;Tdw9HF`{KoPz9%wm2&P(lY} zQ;K=aR^k0T+KmRoipr{0fuJ$AVscgjhkk=BdKAHY%J7EIEm2P8&LVrnEA2l)9_2?3i zc<<$hJUIfif}WBr?>?YZp7|ozkGPJv@Y35a@PAsv>f51D&L%vtk$SsjQ=13qgDF;prBsZCQ=@u63GDO&CsX%6~VxunRVyolu|MN>tW-erHna`5|AUK8y)(aU?cJ7)M#%rkc!&IV*8F^IExbK@Q#JeecLSGsKx>1 zVZmXZgU?~h+}cJbG8Hzrb6ny!uL1h~ttN3k#Q8VAo>*v-0OC?<#-N!sFz9mPnS1kL zO`}9O(-3hROMgY|)L~87h&viX=xPAQvoB5AlN*RD%2H?(2Y{yENVhSR#@KUZCkw_d zBVKTNx+4kYQqSq6$9!3^()0VKo24(1qhA{RWx`=N5w7B?SEn%M)2?}QFVP%N(r_=` z2*BX;lMp&9gW+-{9M4zF!m7c|qYKK2&!ftwnCNl~`j-*xZ@<&mq+tHbQb; z`H!*zwd&x$d6(U=N=#4O$vVAVGf&y z{?6AL2teDn<5ca0Hpbi<)%;Wq<&H*zu-LMP(BH}lmL5d;fAUDQ&q1^= znF8}c?SFAVlDJwcBGU;Zu}+-R<}5Ixi?ee(R^`@0yk`j9{aH3MT7DfG6ty#kxrC4c$iMZ7?^kK8e8u!Z3q@3#+^|AsBQ z@5~ODdSF9Rec8as6gGYIohw#@V3Rx+QYwe?#zNBC*B&x3ST}A--1!Pr>xZL0>E^I@ z8XkR>JqL7eFK(GU^gPdlduWMzuv!pLl^Irmbx+^=DBL2fa=!TCsGtpu{kIM*n9cxA zRe#<+r55p}(Zc$AK?rPFe45@_h`2{6zP_kO2i7fnluujLW6Uj1Y@Q(_KrcVvv9nnT zh%$Rrb-IdRh3j7j)tU!mt}FIl?a+fw81Ru&as&F$s&_jbD}ixKfaPC<3~cF^v98(g zgXwSQ%Z?JSVoa>R-jFwHVZ&cv_mNjStbYntal9#bfiYch(ZATZ6X;qtZdXG%xI+GRQGm~lbaa5q!DVAT$c-RVsiBiw;;--=h~9DmYJ z!g2kclbb;E7svCPmjP{|G+l8l52$`;yxabJ2dj5JRb3L7#c=XfaI{?(*3JI=delM= z=EY@Fum8?O_qr-@F1rnA^NZ}cy>Eg3>!qo7^df9YNC=sa6v5WY5zDnN${6n1iI?Xl zkYAN>^7FA5V9aetjkSzjfH7a-b${?jBrM%o2wCwmgmn&@hEtR!thxEbE__dd&6PHV z6s}xYE6^7jSaU_WLUi6+jtpBJy9e&}r^2cPk?JLjN4ZPuRH^9;phovF);}`=YXhw zYdK|F7sF+LJ9P3l1#!nY#hZ(!uo^dH{cSta;a~JfqqGMY?&Ou!{H=Oe8T5<1>x1?? z;rv%O(ITKqFP-abD+Xey?tdHbBK+U~M<4vSJL{RL5R64W!*%N$LC-N8Ta{^b=#_Lz z)KOOl;+Hcu0Y_q?t4Khehq4ZXWl5tiR!xDR5)=9%wF?$({Tu%|cmu(*b|O*D7DgzP z#nXQaVCr~A>e?+qShRdLAY_L661R0G7U}f(cy@q*a|iUP34P9ZLw|&>5uMlb!LiWr ztWUP?yeYJcdVZPA$AId2;&IABewZlU3B&Y+H4(mTt6~bVA?8k#onGw+UrcUO0j|cR>TB?0hCje8Yz0WHydq8W(4F?HM z0T`iL;&9>-Kvs-qD}P`bhf#Uq<62W>XpG-1Y=6fMQ-|93J;?Nj`NePvNr@pCv-o(& zCOjWzo=esqV2lH%TOyl%-y4>%w*M2=bb`_@&;0v?+A#C7hZ{f03!it}nJjqWfGE9V zci8nx7|WEt?d;PBqoa2GyHL)q4VivHOp}Ern-b$~XHKA7(oz2KL^45(0+vSd4)v_aLa*I{<8!SX=)UfG8xAV4;KU`% zUl0Q$`Y$6^{yPDa3b&V~?Yv=>zl?R^5C_awRIPn99f0L3jsfA4bZ7~bW4&%43nRnc z9=0b-AUl8c`zzBdn53m&l{Kt{QL}&5Ly4#cyA0`w+s!@j+D0YXMiPyb*J zREG)WEp%WoXXo&IboM0O5$BFSuZe`|);-40{s_S||K_$MDe5pPQMyA$ z(FhijNPlLjJY*OhBA-iR3WF9kqZV?36U^dmzZ37gPBcaRHpeCo#6e%{`}O9eEFgt`dl>%fAB@a1AAEXd2)feL8IO0m!^}77 z9jA`j0#WOz^zwoV48_RE&AX-pNyffLo#qMzWq-HRHw|53R{Xitm92DGPK#~0^lcP~ z)=V27!`3kUs`mnah!9N7%2{Zx2|+E@=dbP=J{aMaSseTu30?061JCX8h6(fM2Bs2` zFv4Jz7k#mW@pE#nc2Th~x%SFyS)>al1a+eZ@;71DqPIAbCdP(fe>i9ZTpfoU_XSD zPUjF{LZ6nq*~t$Rzqao_-8=vzudWe3{BS_e3+lEDNQbF+Lbp3FOv9wOfXaoa5*XE; zIdD(X0R|m%IxqKf0C6J7HMpx2MxTanUw_=E09l6D6vq? zB#ad+qzP)Tz~tASp^({07_vw!i9z^KMow!I|r&Y$=JgL^IIudT_SWaj(>4H zw6BHfYfimG0j@BAmES&WQ5pK5MkVbG>;Qrx{`l{tW|-A#I905r0z}EzSy$PNp^xQ$ zT+S{7=w5wwC$mHYCijFI@>7G|cV^9tgn5iP9L;L&lH?0=EVSg^w@b=G#A~4CaY-2BF3#4aJHOKW-pnEu3Z~qfn znBX^gZ}6E1rUFikDCp8*CQl=7P9X|LV}!Ky!lz;4=5Falvm1;gQ?2agi9qNFoKiw+^2>noC%*)`9KxM^ltY_UVpEJK|a2- zjzKsWJKLKZ^3)OtO|+3%(ybBn3b96sRZLa z>cNS6bRfn5et0py0LJli|II(w24Y;x{2j>vm{dQ?)G}xQBfCl(oeDN#;=hANr%yyf znR--%<8Tj*N1mIU`8@|i=gKS2rkcX&*Mwv~fm#@4N=atg*MAK2)O7t%O-jfg&Q1i$ zi@=~^?1UW)dVN1jzV^Q&Fh)Pdlz-wE^o~;M>W8MGzmN69`l>awo%aS@i&|ukj5A`pq;+ta&^7SGK zF{&%npM4c>6HI_}oDh(d4}Es>Nh~u`(AD31 zyiHyXNG_>AkG^Au;adtOMP}|O*B!dyA9x0;Cvtgc41aAHij>A>45mx)`53j9<*o_U#`4 zf-{$R5A`;T%n3}%o|b|Mm&XyrAB!+iQ+E0E$4Xc}7fLrb@rLQ0MHUA9x1rO8r?aS3 z1eQ+sen`}@hv`{G2l*q~urwZ2x~bm+E2j6A_kaI0fq`=uzDE9#g@1RY%l_T;Mt*7S zv71*A8cMiue#rmF(pv43vx;EkP1yd^ma))U`zfPpt^fwupOR@pWLTuE78$!~!{|0n z8~x&GSa9F#`hG4=ZQqUEbSxMA*s z{o?_Y`$m`?+=34xE}g$^c*_*k`+by$I9Dw!-Ojt&+rS57{|-eRot7P<#Cs@ri|>^R$o=%xZ?+RDYcrhnc{0US*suFlkpfd+I6T=@u()-}kXl zW&VAyu7U;P(Ounzr;y*bD%$6xxg<)QHSY{W_s2wYW0epWE%*GhaIA%~x1|y?wMcJ& zZvUpATL7bb8G~A9)?vk9BqK;T0VcW+8RuSihrVONx2<<3K+_L{A0l7@gNqvHm47_+ zVCKfRsETv~%mseb*dR^9WRsNQnA}5{J)`a?lw%LGs{PK)Pg`KN^}66xQ92B*e9~vK zbAbs>!AY%#acG?trr;9gV6tc-EayQMEH$6l-cX6^{Uxm4O`Zy)caO>Ldg}qbJpGD2 z_U3@c}0TAsz2c0-@6(+ejc z?e&X*xd*B@9#k|#$JGTjn>rk{2NyVsGJ2p#`0bgCie@mix;*i%#sNmlBpN!`j9{MQ z$bOGAVo+@q5m0bh7AC*7bYtGaFzlSOGN{N6qxec6d+8RKR?N4nt5k*YzkhZzoQL&b znZ>7nZQTTB8h*`JRrEn`i$O}IAJWT`r$T7^i+UsIydv$99VH91ww-m?J$qp0%e!F-D&pFRm@GeK3uuJA@|S(4 zFsb-Aj_f1`-M(%;rlW|rt$#PRC9MX)#JQVY(nS_9jT!Bcdxp*}UGAFV9R`d2vI6hx z+Mr*~SE5ng6#DcPnO%pLPnh@X1)-IaDFz<<)c)DCLqI81+j z(Q9d=2PbTz)}eP!LpeWz2ul%c6ufl-@|SJ&o)N@4O-2*l0x@y=VSP~Y)dwp5W0 zqfb7!gnej+*3}1TSuu^!JCP=I$+-pkM_c7@F=<1m;j{g?3n)ic8CqmY;$S*64rdTT z0HVNc1>5Bin0WDzG?W|%6H|7pV|b+hw#qoNfe1{cg`ReP6@La}fi~MD2&%ByR@+rp zuMLws4M{Ro>rs=+bhsNIZ^m&`pq89MV8JC2L6NW)UpRd`;Ev zK^*?_86z-A1uEVITfEUi_2au6M2mkRMOz-1A(6O zDE+NHjOJi87m+?_2{_N}XpHh>O}diAvs%ykPUmzeWG*DdCZ{(qYsFs{4j;|IiY znQ8yb+!re_^wfAxgad10MzpKK>CmD(8WarO($nS`Jlp4V>P#-q6qW^uhL7 zBUt?7zn1MT1=H@7&yFv8pquSY>LoK&Kjkp%s!CUwyRRXinI#JZ^T6&}yD;dk<*)a8 z><=T3d4It>4xEHxMW@sfBMz9d|G{Ujs{n%q3zs$y)ft+^bOO(exorbd3 zKYyr>uZ@p)X+yut9u2mT0q84kPgFL>!CaBOv-2JyC|8W^dvH?)ae{)1($E0R|85ei zYLkV9m)geD*CL@a_IvefngMk22`}H4N{6Kvz6I)LK?f*V8R z(mxOAT6^p?;Yx&=TEol31JTg!ugwwcNq>hFpo&p`CKbV#7s>Aq0 z2GQT!6P7$}8cMBLVN@Z#gLRA*CGS^(bTMC;tM_~$64Z!%{r&rm*93RUJBivBc*g|C&(YBjHNwk#Eh<50pv4@UK4IQ0{1$*7f`R z^_nY;npGXzX~G8!8zFXedF!w!H2KRy+ymyveeRwKLwv2K*4z>34!zPsf`9KqYhfn& zvu;{S5R7#GCnvo-9YzoRxDO2pFt0PvUUO;%25I(=FYfq5Yar7TuQQD>@=)L5(32kM z&4|!_$&T{Fak-Y`rBXm}=XkYcE(>$fkA*9lk-wBT#N06qf+2IOIX3km7}qH26C+E( zm|NuS;T|WLOusSW^BnmkTYq=F{dL6S!pg=6`q24}{;Mf@u^nc>^|t9J1t8rmKe$|r zeD3fF!?GFixbp93lg?tWX#7c8S5E_Gd7m8hSP%fh?~}i@yVha4dPlz90?KWUd(E6y z`C!GiF7Po3!rV3o{(rIVFhqmRC1%v8k3%mHAvKVPSs3%|dmr&$3`U&I9wf>*0l~Q5;j|(K%hx5@ zOin4nka#5rt0@^K?|+ghy~YevM_yg{!bt^^#+2aDb_*DZ=?q^@^@o`d7qhe1%wa;T z=ietC0W??X{f6SmFMjV1{Zfc>$%vds*?w7Adi|#V$Volu*?-3|?U9A@)tMo0Raun( zu4`}KZ9eB~P5EdYZltk?H)s^H`PpwgxY!H`_qi(eZB zF!}TH$+Z$XEJu398#FzK8GT=4YO*oR4o*DXx|;=a_X0~T=E7jw?wit=9xfOwKNeEW z;R(|{HO`v~qkk}^wCVk_{}N0;XgvKZkqjdlr+D-I9SwzfeKDA*J>PxM1m*Kve||XcSAwx! zHD##>P@fZD^@R0bg~jVHm;>zQVXh|DuFSX(mOT};K7UtSg27a6+t{>pn0BI!XwkXh zUwb0i{SzICHZ1xz!p~v(KjHt(pFf9*&PS}RORLZxwCUc_i+K3s(Wk{E9-y6f7p;sj zhSA0m^}3z>Fm$B#OcxsujHmh@6_fEt`SJLFZi*bx_SfgCX*%*NCD5S z{NJ}fNq?e*3Q3ZDR6;_8QkNu=HAzS%3DF`XMJ3rP*-}X=p-3trYg}XB8T-zdv5bA} zJJ0?72k)l z7m^1!N6A>F@^Jg{bO#(-vvRP=l$dK-sj#p@JAWLZX`H^ip#X<&x;TAe>%oz?`hO3$ zrr?0#?^i|}iR+X$b7x(V#*w41W#5{VAR~Uy_;;d&eJ#a>WzZ8&Ru@vTVny zC3wo_MC6?f-kyifgkt9>UHY?g|8V+0iGRnJZ1}K?to2ISf#9~sA(p8+QrM%hz+3z5 z7q&}c^vOL3ZY^%&Ych)KFYPq&6xq$FD!%Oe; z=N53R;EB7*_6np1&N>u4GeAaLW(V7j1Z-?%bux?&BXnwKVq8%qc5n|%d9Ji$p?~C4 znFn-N9J~{#=f+CttObi`)mRGF)Z}<+=*nQPgY1uo&&6<5Vym29xCf43>y>5Xm?6Eu z(e9-l6RGuYj}$A0V)v61G7sg1aCq{Gj^_n0qz;EYOSs~Sv@^A@1a2oFol)aIQtgNJ zul}$nsgSVGZP$1U#|qB=GxEB}Wq*nt_t=F?%Pnw7=aux{ZQ|H+qh?vSKOM*KxW!{o z4ALvk?^T=f$Ci$kl+!@)jcJqrfB@l>M@m8kE3L7WHCmNPa6!u)*Udd)3}k3T<{jNl zaK_tvBD&4(*j;0@qcYAB2N&YH%^x_xaj)vWC{-et2k$E$Xk^C$4hJDzA%F63ppDzv z^+MSGUmV?h$`wZ>8_s@nCiXvre?pGxhz%tvBPZE(uxqeEkUgXVr$ymi*4Y&tdhn0o zdbbvt4z)K{J{cn8VYPOtLp?T*SzoDtDUQP~e_xOb-Z zX7BAX?0-{|qq~mKpBOpez<=T}>{;O4t$U0IJ48bTj&4xJo{&7A9Pr@oxgtGTj{=SU2Gg+7Q?IXENep}E{%uTHXMoK-vdkwY z0!X=T8>H4UjKeljwY693u|Budh}>d}Ex7?hZ3axjM@Cz#cerDB&hE!Ai$7t{hx9nw zqyYBuzGytZ%!%zrkAG~9HF$7rCPXCrp$>L47X0-!U9ptqWYYbLAfz4+&o7B?#K zCMS)7Q_2So$ZrU4YVlyM$0h8a+~~{kkC=xwv!xfDjgisHeQMkPd~}Vt@TX_v*w0&5 zI95->rbt2dP(KPbD|JRSENkMpVEXN&@)20G?@atD`4p`1(0@46&Im(G!&9Wx33Ur~DbK0yj;7S~A4G4TW+ z-pF%OWnlk@k%3rY;v79qtNQiANFSHfH`+do1LpX+@V~v-`@+fWN_QtRqrB6~^-tl% za~o6Nmwp6~{D1H$32eo#t{?5=WlPxlAOeovCvw3?tMxCXf^cB#gYYv#64-NhBCP&< zA~I66zCoo4(*Bj(g!}X0oKMU6GjTIyWZzx)Stk;yRL(btc1;nS=A)=XuEPG4->Y4g z;;{RU|FmOw6?S>w-4JbBg6T?apY{{n)PFVIauc@>_J5nkJ?xJbK)TcFrvG|)iF1lc z*It>$GNTH~3xXm@+og`~9sbxOJ905=T|H9S9%<)GaU!)w%%U{V6?^`qwP|d)ic#Z7 zd=0ZmI4FLQHIQoq)>q2?pdX-OTG->QCl?9+SXS?FZX~#O<9nA!XGz#A&v}bOe+rob z-b(jMOnxH8QZbAjN3Ird_xjlSIf$78+chDcJEs;Waaef_)E*PNfies*{Z) zW`Bd?9M)f7)25s&@c-XOhYt25d=X(}s2sdf9B(QE^;c>xI;)jHhIQ=Zu2C}72;Jgp zWl@ECX&-m)0TU?5tefdO5Crw?Npd7s3f9=XXpB2Ufrj$n$8Uc+K+E;N|NDF{kli0$ z*xRiNl#p^?|2h$CVk)Qtaqn2G|B^ChmhA%zU>xg0w(zmcGP z`nFWt16Ak=uM+K&V*{#!{4|Wbg`Q>~yTXGh@JlGRG4UW7=oq_YL4*l~N32*5+kbjM zxys;ab5bJYUlk?yHj`kK$M2k?nmV+EmY$!owSa;0{hvA9gYX|?s}Yw83BO8MYpb+* zKx@sY?E1H4XzGwL-!Txvm+~m=QV-;`g?Wo6D#On z%lT;=jRzXX_)nj9j|94DWy+hxo6xJ)^E&x@1oV1UN=cr{1Ijs5jswhQXn%KZOMI%y z4)xzPXh%dXpzQvYd)9Iun7OOu%H2lXiW5P%eA~g zS8Zr5VINH$Xofb0{|rqjROtIxW;#0fTn}6z9{^H@me@#Ic6@B|qaWDyn7LTqI9u|a#`6NYir#PVg zy{G4X$`w8tbjNI`2{v1$pUT6$Um!QvPvcZOE5_BBezkh9DGX=6^K04fu z^T7B({=bij^9^P`iGGpy4=U~Yryp+%g04+rje7>9VBl86ZIW^n^c>U3SX*HZ<(QvH z`yB_>yh159zdWFFlqE&)izcM#IO-2?qXPXv{)IQY9zxN2nb-95JkWn)PG-$#22@J0 z9J(XJgf8=!DI$OTp?~hw+E;Iic%bs(Sz#k93Ut*x?mHpKgv_4(d|Mxqp*v`)cKN6? zwA%R9E1gV%+{oSbceLg(xi0gKpC<|GayC>z3l;kRT((!-+YGhuIcIsUlA!O1IoCGM zB&fZ5_{5LSNXTb%IId42_Toj)lN}GGq5f!vyWyiaXh?n0U4NP)4^2YlUe5VsXn?Qk z;R!s5dcKV5cq%jqN=IlbZ~`?WLozD-Hl&xV<;lHe0p9;DTg#jwL3gkkJ$Qd3P)oR1 zIcVb08nT?$m8k?H@-9&a8@@rk^Elb~wh>g^`h9}q5f9W<(4R62f}r?H_%oMf1ISxG z6nU#C5kfX?h<|=fBli2qo~0>v6X?JAe&b&K-Eha>CQiwf1OpGkq#ZUbL6g!B-=AW0 z&}+8Q?a#s){OWomq60jD{--m+0vn-W!RRE9sRh)vvIxB~Du8wcUJi1dIp(=O=t?_E zf!>4RzS>iSUI+=ST^Az-Es-xq+8sTB+TiZ;oWmJXdVhZLl&rUamh`7GqGe*xR6Kn3 z@Q^Lk-9CCOqS66+ygO-y_hg{g{lq=;nHNCbw(zd^TOvm97TDoDtO})RJhgvSnb6r* z$9->w&{0zH$xrtQz114uTX#Vmx>+7y(sL7l&L6MSo{WV-@SZ1H+QeK_u6=*maGnHz zSGR0gJAZ3|{~Re1#_{YOu&~#*6tNgYB8WU2{W{2=(TTgL+^{SRiBtR0{u zTlkuvoCp+Lb88N?O9aL?qvmxb{?L7rD%I5X3*N^c-N`ub0ZFIqPaQFigy!R)a=O!q zeb#xBWGI{-{dIf9#J_}&uw_$6`A24eqXxu5QwwS~sJ`IdVYRiWL1XRDo|Ce(Yp4>S5g z=x4F4gQJ!vq09d~F03yh>Z8gGOPYh0w;SMVoF?@Ar8RB!V}ZJq75bwTRcM+v8BN$B z0(9B|8-J01P-JRcvfI`VI)B=@1)R5qCU39BZ-am0Fu+>M&XQ396l$+W#JdvAWu*#b zUUqGRF}!H z`qK$L3%e+JSI7aX0{<%?d7cR6U1G20_VYkn?9wg6QFX|=J9nggnhaf6%4`hZDM9si z+aiC~=fvD)pZjp~QYesx#k7CuQDG=)rltefv184?;q`_F7@L3I=7Xdvl+Cv}Sg$6+ zh;znP=TkxW=GP;8W&{cPjY^~4H+lhO=P{cCdn(5B2JAiUN$7Izj@{NGyijA*KK{VK z0vJllf-SFZLzAD!TBbt*(3WF;4%QMn%KLxogr1oa)M!ul^s$A(JMW#*ivb?cv1`h| zRe%%9od1@lU8X{P;K#p8{}SQ5s3&>#jR&FEr=Pwh`ZaP~X|wo!HfV7vEn~eS1Fd;; z{fENYfhu)*apC9;4Ez!tJ$I=Assb+8`x2bc_}zNBP?D&BuGa4MaZ!xPV!ySx%Y%RL z*ORTcHxd1eyEr8Ny#(%6Q`gjulA!9W#QFQGB&e~o7Rw)rgKkc%2uX8Wz@gLy1%iKS zuboidoJ`Dze75CgQD>;})A$tA?uyB~=v1q(9?(oGyK~`s3fgS08`PE}u5+-i?7C$= z9gge>9j6O0Xk+Dw0_uAg@PeS!&$G7kQG`dN@0$Q|ozL+JVb!NZU# z07aed#94tRDC~y=Z9m zfT-8h@r_x3H6i)Ps*30vLeCahv@{4#t819*ua4IN>KZ!7wTG%uWv9J#mxF)s*^h5F zKigD~$qBaE6FkHmvMq|moo<9g%OKWZ2NEU<7aylrszT~M$SC?@0ac!Hu6d^ko|t73 z{PxZWM%ar6ng7wC{bsbx5or;qk}sdT*prBbwBdVST|FSxs&i(8vIV?NyrLbzBtcJ~ zn59AV6toOD+NW++g7#LJ9mq@5E$ zZ`}Y!4@ZG%9u(;8^ymHi#=GY72!m)`90;Q^GlwU1|bKyR&H&59IlIC- z1<<=YDQ=xxM(qEn+!oTYdaP3e*-&f@>AH+#eYV+w+lt>U(IY0ON#7*co z6#f41>P?7q*wSZnSrsaC{ZuZe20>dXjdXpp40L9mjUF~8=DLJ0<=~_R)Fjvm`hI4I z-i!U4k9QM$m>?FAp6x*N(Q>VxC@ZAhU{kXGNP@=HmHc(7ROo+xy7Xn;*&=8Z($dyF z=ZC)rACyK2kRa_(g`N04RcPQ%*f8S}2X&eJw|fYmDjcd7ebdf_mWHCY>fE;I+q7v% zu{q)M{c!`2&MIQrCKX=g3sk5Sn?AHXR0In5oA2VkE{?4wDt*n3VbJ~Q+WC+#!WcV! za8&&#(TAoe!ykVFw$LASZhe|WE!4b@h;iN543(Q%Z$DlpL7Va0?t2VZpq?Sij_@%s zE$|QLF*y?8*I?mlLj&k~*ko3@T>x7Dt@nK*ngZ#U`p%^WlA&$=_r5jKQ&2D>mBe*d z6)7qa98N*a7+>g>t!__nxn%l#W@IR|@+9{rvGYLZ`iXz$uIoZX|Fmn5b*Vw)wjOkahqaQpe29HVc~Lx(#|#7k}n7@UA!i9Gus5cgsq#oc}URZ z@7nlT#2ISM=DB0psDQh3&sHXpfu_ZJQexH`g0+;$iiGZ!y*)q7!r*}_!%gbz4_ZJs z>&`PLw%I~Q-Q>x3B7+=6CKHU*$Qe(pW3nfDuC|$2BU5! z$1z8Xa`)j$Ds)VpGc3I&15MhakD50yp(?{Ghw|P68Y<^!PwBfl z{~AZ!cZBNqGbH?V`m(9PIFXxZ>(}vxM?mXuL6bwT2(BBsu=Og70aP6c=D8jx12lHU zG1`BECiF_x85&rVA%8-#nQu`98gz=i`~t+G+PCOb4Xp%{$LcuEiz9(LFTk*g`i8Il z^t1iTNzj@t7-M~j7kYU%@BheU3{=C@(jHZz!2Iv(^HaMB&hFqmS(0P{Mr>)$LM0@m z1lLSoeq@WuXInB;r3ju0naHUWoX&qiC6Q2lGs-+#fd_g#&vd4Bi$n9x>YLFz zB2dSC6q9D;2iem>tF3P+P2-Kc43O?>WIueN$=vonp>FpWn;Y+MowzGD-&5 zA`D=tL!I%G;5!PR-S&E+Na*58?k#-c+A0OpdZTd8!No+ZCBcb255l??M z>=3a4%Gr~b5`{IPF^+7L=^O`n1M|_AOCCVu`B(L7Ne%w|$MI)H)&K@fziqbI=8Dk| zf2nQ%kH`u7oz=156Je+*K02KDA=E24)|_mc!W37oFV{jNq2mwdJ_lAmX#Z5bo$}QI z3J%3Jrpg3CZNk8>PqlFntFeyjL%e?l#IJ$yU2G)$Svx3@ca(6M>`m^i`1?aePz^)9AE1FPwh&o)))FYuNoaU6%NNuijmpTyh_ zPn}O3am9j*?_5MxMPQ(hcT9AG1TCvxA+Otsyx6vCHV`QUIj!&P%cL!!dTcve$8HhG zK*{a$V}+a)$UT|v$;%oEEt`Jt>D%W4zxNERTO=<{Sn=TE?du^GR4Z zz9Z~2O%+jYP`}OznKubrqXXG;4>d!5oz~JrBqYW449N5jnsI)C^vTK>Haf*>N@oByOw7%#S0uI74MIh(z$B z=tHzws}A(=wHkklFL%3%D7|wplc%g_uC8ZQ2psxf#I5F zOw#5^AEyy}ePK>!AjJjJ6J4*lmPJBNUaFYEya!~w*7|?4uuANWTXtlnge$Ziyr`z{ zY>RaR-_i$?iMnX)t2yvr5wx-%O}3?t5u5K2s7@8+^`t z_aE_iTSMURMkOK_u0oI&FdEzjq|2?-O|`C-P*=0vTG% z=FgCGSfSQjL{*SI5=JUoh3z?dfudJ)dA7=f;Oc+%^pEHP?XS6PU#$}XY_vPEd?ylr z_a>J;CHAcHv9$|B77upz1+JT!jGl44sI|H!rwJ=8*Zb%I=V3w^KXrGU`E1=mVgaqmc;Xqvu$x}aE3bWvt1dh zw$OhWF;F&dGY6HA@@4AsWiV4B=d;X6B($;I+mq!=g{-=V!XeWH-_XwdDQ@+ECcY+0 z-nx({a?+?f`GLFGf^^H(x~ zA{E|M-X{RXS8OlZ%``)!{Zy+NE5T`6b(p$M07{zqLnf?wp!8&YRCOl7%QyXYZ_cAY z;~~34Mf*gcBlJVp=ZYAJHX8Z6li+OXl?>_oRD$0;ZwQqKI79bolHWfGYoI*%@4|oa zo3>CX6g2$%0O6a)iH)pn9#DUN@8kEmanN?iUb_A;an3!LACxqcq2&;FxZ-;vzh5%_ zx$>hE=s%Pr!mH(>t>~R`yP-dno#N#gIb{O1-!o@@iMgY7HN9qGdrah{9X}^Xgf9QQ zP?s~_4AjBCfdGFUD7yYGms^AcgExQ89{!9;f!u>C|NXQhc+b`C+g-tQpx3Iqe3|(N z?XpE{(s|gS1^%3J1_9{2*DoDqN95!t%JZmIE}%60eWOF@T2Ssj-cWYJhm*;g(nc;& z^XJyX8;{=kv9jvew#bmyPxPw@K|CYe*yG)l;#*z#6!)8i7+cS9%6q^Qx4|s zCUSXVY3T<-C+cK=t~sm30H)ym6W?V{K;<)m`P~g+&_aIa7%)NjSdH>!TNYL5%LrCI zV=oBw(F|92ae{l(`6?9k;~=+NxzfX52D-&}IGZLD{+P~FuOCb3@Ua(J>q45LE`&2O z^RhS;WqJE7RtMp?wT~^gH+z3T?WvJYg~mvrcRv)k#vu>&r4hPc@~xmVwSGt^K?j-& zD1!Y_G8j|6-TmDZq2C=Jvm9*+u0K3{)E-!|e$C~DbcrUHN{C)%p`l3GS=)8X>0mJ^4+pz9! z$evGDwYU`t8Eq_VJ%25r|8>RrNS6wz9Dj1O;jjp_o#(fD^Q;6~3isQ$j|M@nZbi`= zt~j7(UtFj>F$LX}n~vU%Lh$GIld%3fgwONFDgTu)f&OpHJF*P>$Zl~$gD!hGwAfp=7>9gw}@^xGYJ{YGysE`~#o$`L7wFgsNG z$nbB8r9d@R^7-%k44}q0@AXfM0mfSDyP9DM_+w;KJzi zuj(~_naMyohu?88UM6Hbqiy3MSwIiz6?Z^Fx{m+3`yMZPcRzBX#}D%gGez)3csD z5Oe4*VptUHA#$CC9BoR13Kip9{`fq$0NRdQ70y8hkR%h5?9fGUg0d>}AR`_Btd#)` zIVw~KN$wl|t^|MeW9b>;cL=`;kneE3;18`MDJv6?7(j`?+Q{db2qmc@U;Rpnf0e&2 zxVRBH;Dn6bR2p_HZ7o*^o4piP(HX*kR zpzzyU3C-^mXuCC4HYAk}y?WoTCa7{k>#2_hy$cpV->;|Jbe#=4=lhOS@Gn6RMMX#| zo(BfhzyE*Xl_7ZGv~t=9CqnlG8a8H1QX%)*iG!)ti2T4)jAR=JNO~bU`aqZrb=QyCb|R4v8k9H1 z;2CJEIML-C5(9lhA;)(u1p;8YcjgZkl**;?!tFuZ+u z)999T=+c>-33IRoN_nTw!f_8w%B~$VTptOwj}CrX*gXere_tl%4E_TONwRQ@GX=Uj zUi=Lmp@0XYPMGx~35vb`)jmDX0}S0qA%Z7ap!V+H!)wFCV1TXU2WwviWaP9Bi56NA zxj=vaYv3^tsCreS{4kpW^kiydMu`|C+gwon!EXV1Z5iPjB}}LodYSEbISA;MCpAYZ zf*?2I#?ZoZCUja0>~MM=33+=mvwI(VK*y~?N8usjb*;=U#O6+5-8SFRgnQ2L?@#NG zBi{)B_Sn=~JthFub=|^BFC8HCxu@;Olm~yr?&o03ec%DzerZ#t8ZThb@Ts14;C^UL z8HioGX%4fta35iqt72~LUR5DY4}5onoT^FW^4jehY6Ss=PQ7NTaO=)NP0u^oa})+9 zONvnKZ&9H>BgE&i1ECiyPi`F75rw+$zQ9;c!UsMK9i7v)fGmsu*yBzTd-)>WIo5xZ z0u4VE?i>zM1^P<8?x`em2)m_CdU4hResXoxuJ0y8;Ry*n@FuvBRN_syk%RM#Erx0o zg7e)wLTVpYK%1&Q>DEs#Xng#AO?jL;(etBYjD8a77yye z2IBSB%$lD583r|~EcV+U5&3_)X@A5|Ho^~_hP0ct{NbNEn>aH~73x#|9M!#}2}Lbx zVKcKb5GOpQHBZbR-Pq{~|0^-*y&|3Zmg6!MIZcSp?j&;8tiv0IDLcG+xnFy1jIUM3)crHKs&{|;AvH4`$Ck}k zrgy%@sYg%bqa^ro{4itP)uZ>3`CFCAv6%~}wfGV@EPLRR344Z|Eg8q}urtiY zxocPG2XI{B_?F5eH*mauBCDs@9cK*p9oD#v$V~KV4_oY9tzYRLRS+hpMJ49n5iI%%rH{iv>>itR2_S zD#fWPmP+sC4ji2dO`4nBfFrl}lP5Rk>zI;Vd)F0m*UI2>2N`Kz5{%8pYwmnf*Cetij<3r8b^8(DCMzF-nZI*Zd+ zZOqPOtKxXlknps@6i$d<*EH40L?$hWwwBEZm#Lq{^M4xQP)+YPmYohbS?ppie&7gB zwQ`#Y)sm5^r>!@vbs86qGSW;=Ipf6kXE)-SEOBa|>g0c@d>k^#?-i3@CE#2`RAAkb zE{+%HehoI6!4b}l>m(KHaaC+dc4b>1PJI33%d>eGj?ZRv?c4ktr#rYw;qN!$q|oci z6sZUt2xzqaJM53+jk%3Z?<;XJOZBXd{ySXwL)vg-Y(I|gTvTu0Xn_6A)GfY=OE^Wn zD<&(HgR_6YcYB@iUYrZKJ!Mc6fMc--PNJq1P8|1sdir5AjypZtRiFPEXZLl#ewJ|` zr@|a*O2(o%_uo5(^mHMdtxq0~Sm41Wb%hf(u3K?@SHfnUuktuvF`aL&Vvfvx*Nfig zE#XRJi9!4BM4UF6r)2)=#Ia71BV@nhxS+lF)cSv@K{6?9HD|Y40#2~D`fyg4;0)ii z3u_(X#9QWV@9ZF)t?}PDpE83}k$RP9ExB-h#p!_bm=N}Q2!vjbKaZnr{=Aef1Dt!a zAt?KWE-rlZjDB*z2p1nU3LMEIu6M&I+>(t27d&)$HB@5Ar0nR&zb=w+hDT#D_u&_u z@n(Ph=W-+lCsS4EdipvzGPks+=AJt;pQ~<<4H(3QE~&aDZ8MyF>dSk`xE^~&KG3A| zvyeG5p~z?!#<}Q-0^M{0oXR+FkWljlr-oc&a)fC({c~m3(7F#tSi@%D59Hvq_8rB+ za4JqNKQ8_6B_Gb{aOVU_N8pfiYBY223uJ%pN%z_D{5ekCs6JJ6(gEj1RIj=S*Wifp zZ=Mi!DO@dVaF(6dA(Mjkv68dMILAHp+ekA8haP{K&njofSszEc>8C|F$yMKWGl&xh z((Nz0scphV#+DM;@nE1Op8!2XXqj@yz8(aa??`pI&mnoVf3li|dM1kg5Em zV#gl=oJ=GS&U1v|(tbgPtpEeZ`Nl?Lcha$Mi=t?E$sU|cDK1n|Gr&pKv8U@NUgD$~ zNnl3u9FEIoPd0sH;FR!w9St{EoDhE>Yq%*?fwO|ZdfrS3M=O5xb?qgtH#+JjoNyGU z`44ZFYM;U-hmFq#zt-cJ$Fod@2YtA*@6xur7ZB%e-TiqfKM7X?my?nM9^-85zNh^ILz3c{;T1 z*R`ilaKd~(_21$@TnyXA9aR*HlgG9^+Vv<9Clc%^0;(@?*unJdzS4mfK#5;>4DfwPsb8h-1I z;8fZZu|)s(I6dr6-6^aZW0Dhc%Sf&R?;|zFnXBJ$O`O(-1Cf-@8F}S1isQkzUDGuE&3w-W1ojqH;L@Aw-H_ zC>lpOe3uH7q;W~Ds`bS^R$P+pO;=8I$0?6n-Vr8_xN!K-wj%mxP`i zf^Fo?lgPZl@moxN0%x9nV7qwR8z=uTs@$cGao*rduVIrq&hZKgpZi4gSzqh8W6l~} z)ZO+o@q-02ubg`C#I=_agXH@--ZlH`NxfxPp^CPfmn4*yF$rX~jTx7o3lH zD6mx^52w%HbaIfh#7R?ygOR7s;asuVGuJI|aH4)zgf*3@=j8{N0=cEJUz@vgMX4I+ z*<7cz^@D$KnmTyb@Lo91`d@eN)(*kBp`}A58sfyhgjzN1XGP}4^84n`p5vr_y>g88 z0h~_hj4}JVg3R<;3CR`<98(`i`6}RpqWNS1&l9or5cU z8@!}8jNp9P+-sZI2%OxpE$5Wh0h|>jaZ%QA;>^nBy79L>-Dapti8hUcpV zIP>CnwYWYNnPL+ElJ>gdT!}C%PgD#J3)dpsuslwhzcC+w`3cAOzqqFIJP)V7gc*xk zUci6ek>_i#xNOIn@_a#nGc5GR{1T#6j(Sid&D1;*9)-EhbzSaf1KVH=9?|IA3F1aWTXIr*FvN?e+iR zT%^E(t#?8R-E)fmZb!j6(QRG-x_0A?{bPU0fe3NJC$jbA8W}ioQ0GGUIze3Z^ObS3 z8pT%Xfy(;24{6nPTW9F0eM=@BZ&Q zF6T#`h@7s%l?_Mhveps*uRO`d<4^GL)~!RN02)q4j?Er^Uxd?MTx!R6is1N1(g8zA|CORLi#qq0S_ezdy;T$F3e`5im18sB6zexc&wLm_}Y}Lfsa}jU)6Ytc1S5>zt83k7FkopT28O<5Zz$idT#tPE3Et>5Hzv zh0ArFJ9OPUaptZ}A*gS`{v1U`Z&N2+jQD&sXQdG5R^I%4Aw+O`)q{Ws6CpV9+adK& zCkdwl!qtKyOYCE*d5F-~fi(k~vV!pWk#UymF<;C>*rRR0!T zr1c+8>9Bi75%as4$>R_mIe>qQr!Kzu*2RO9+}T&WY98avz0d!>m=wZErmwH-&GR_3 zt1=~AIR+Qb@Hp7dh2R3!YtvxSQ(Q?+eYbY}8BUxFIcC3h4rktQO9*p(6fwNp5AY~wfcou_e{hqvj}om8AIf38EZBlzuQ9dpm8C7eyX`yom6 zH7;4(Itw<~;ppc73`c7PacseoV_B{RCk^c>&ej`n^ljeT@-=_N9?u+k{$n`-XRQyd zW^Pr*xpcEe^C)$kO8)U`TPp)cA8hnxq%(0r^;5+Qsm(aGhPz44ikp}x&ggfS?%{aE ziGBmEt2m|qw|bLHDNZozdWG7AaZ%HLpH0zYTpBvVADd8%lMS}TraKmK_I}2@t1d%0 z&&7Ym;cFe4#BP5+W*zg2nB!XBV>ZaC-4Uk-;bjGXH4IrLhj<;P}@4_g2)9c4^bzqKOzB`}*^zs5~dmf2L1p zq#wrVPU8({1s~y9wEIY>=3AVI^xr4_S^y`$?>Zx(zKWBS3r1lF!f-*h9S-z9#09y6 zVcmakdN@|`_{)EL3B6lm!O8Dmf)m_FgY|B|#YKw~EbA(WT#&)}>zLd)P8oP#FnHrk zIxahecp;^ ztc}8XRUwOGwMsa*!!z{wffgKhZyNP=uE4QVoUiQ4%yIg`!o3?}XK=1R@yDKS9bDY| zFEhTQ0wnhX+wupe+7$Q4UMBR!=^IOcX)O+0n_ z!Z>-|*CL(kE>3N||D8>{4yObA{g1W(#OXEC$Ju?qtTZGLqkN6@oiQ6a3sNF+8Ra9kH3&fF*~Q$ z^1R1^W2YbAJBTVx}qr7jQ~a^8F`mLKh@ojVCFT;N;=j zCqsNyxab+9uwecPXN^uywLOx-X)R94`{;&Kk!cj&%2zlOBE(2}wTgeE??km7#Jq6+ zPRL-FMJJJKWFil<5&k@3KRsT_j?B{A&Ci|XaMGWq_aA2>POHZKa;fIR(GXS<*Pj#E zeeR92bgCoH?CcRf@~$7ptmpFwIMyJupp&5he@ zBRJ1oZrE4hk8>mX;i!M=j;eceO;gRR`-)QPR~S> z4uT`Z*-dkMv~c#+s9);%08T9AFuZm5Vn5B9C-TRCINr*)k8iymPK$4Ev%6AA@U+bR z#3Dks=A~@wY3fLy>oBq+o8d&J%8uV6UvP?D?zXgqJC5vZ4orX0Z^t=}YZ6%j1~|^c zV@C5{#_qJGK-HNloWr1NyxozwGXLWt{f7|F>;m zu25eyPRz~4&HU8_0!1_8E)ePkAidOmGK zXB_S+XbWIG!AX9(4@W87ILYa3{EnH5V?s3@hi3^6ShIG)*Wo=f1IS^WYc+7v&ARON zo8LHkd>_|8J|dUd1v;A4IpB(+W>(m|3*nQzla{l`ae{w-)a>=T5S*&|-}~;9IH%10 z*i2Tf3l>}iN@EZHbf5wl&7ZY<6e}tOn!-aF2 z+rFgl_>9vp?Ac6rzQ-l)th*b67jWY0Y}AlvDo*%p`atTB#5sjkuUOX*9LxC2sZdSm zn_1oaOaFh<525wB3a7RcTwq*X&vFcBBDXbj@JZs#YC-jT`)ImXyhW;P03+K#> z9%wx!cy|56t%r4Nk!gPK?&$jK$drH3c6;&{&Rm!|dXE1H&SsfiDY;mIGqexNLVrS# zS$=AVVEr1LYNq;Y@3Y5o&7F?hRZigCfAprr$0>wENgqTzMhJ3=>= zMfETYnFmU0)&=guiDA zPx~qRq!#;+>gLP3?8k*Ge}^u-CHA4XA^DqpCQhF8_T)2g#z|I{BeVihV&52x!fVWN zKH==4_pkoSbXD3>^wq>7tTS0YYsxjNlrW{-UzqrQJ; zOcR_V#?>+RqlVy$#+d%(NbC!k^4Y)k2azl5t)AUs!>Mz96FlzrI6bW(n)i>G=bedv zi@9zhvwC+og!AHJr|t$VDleaC;k1*&MRw24xN!Yr+tS(y9C}^L0 z4khK>u;Q-86$kVEwx5h}$?^A&-8}U;kz}!kJ(A$|KN8Vj`qXjwVqVlAz6G3F9zFMh z;g1VKjkcK$qvSRDy9+B{5I$4>u>XF_ePmk48mM~`+#;#0rIX8s1C)xmv-y7;a6*n` z%+|I8X`Pu8yNih&lvXLsSnERgV9Lcc{JuC5;WTsHs{-dQ2R`?)Ci3&7fO-JuC7iIl zW%=Rb1zd8;%SeAzio>H@q7K~{!okTsf&#}0pAXr4+kifYQ+KoP1yXf!_HN6Q^Y1co zQ2g|rGe;M2Y2nh_;-;%ay{mr@eBI@Ti=r=ug?$2WaVf_1n2QMUc*xc7`##{LGMBHv zWiU>(5B=?4W2gXVk;e@Ko${1%>POkj zT)Rq~Dsp-KE9DGMX`e8iE|9?Kpx~7OMM<1};aoEw=#LY3ZnNa|EaHE7u`MN=myDA> zV#+Nmr8w2m=QSeFjuRSb?`*k;aaPUpQ^dC-To(JN`rdmRjyH%k95M{X`4O*o3J#q( zuJZGcQWgtNYT1TdW_7{g`R{p2nv1x)=4ZmkvfD)6WS%@0wI=eLz|}Ps#W-$cBA_eH z#LNYs;8-( zMVx(o@vY|(z`1|B65nsOX5e_3UXGf=K^&hh&-m{|77m$-nst35^x%CR{qRUEPQ2e! zI%LvI=&Ie6w%;%=R!uolHKqxDqMenx;)nw*JqN_|R*1U$v*W@%&Y#QoD&t7ODc@@4 z=fN(xbof$$_uL%8)tfo>opK333SM_S-3{kn4{f$P_6L7wleIpLWjN#VU-O;RtOA@N zPq#$()Z*;?h8}yqS2$JR)gxECfXj2|_xg5+;K*8*c&o*i*tacu&fteVPJz&8)#Oy1 zOc?8&iYK_|+SX*+>>Q2;(#M3)CgS*&fFHG1W;p(-{lb5~XK=CqOIK+c6IV0*d(v*u zaQ5b&Gns$Ryf|JGeOqq>2TrQGxbA&of@5--zUu$Z5`5FJ(!);hiBz(HT<}gD&uZVh ztYe5h*Y93#3U8qP*0>}*uy$LXqN zw!y1Zg6n1Sg(PU$ml(8lIdd2%JvMK28SujyQGb6sm4yZzels&$8L)~o1;^E$UWwqu zioQ^wDA8Yt*4!e>g@fNCRo;veInnQtN5E-6B42oSZQAe@rL9mdfd%iXCF*Ky8EyOM0X1DVI=U3ss*!)1fn+J)x5WRghtg`c~4 zaC(22Q;h9dR$R;&diXukgvj}lr6+Aj$Q<6V@+_OkaX`8n-{6W&%Z}-tQ;Il5HuxOx z_W*}f#ebNU65Qt2q_mUB9TUf=H2Zd5#yLkta@b-mF1%KmFme#b`Ht@$KTB$HPA!_U zk9i!Y&#)LZeRiV0TgEqJp;<_TCuCy`Wfuxy~OSL`#yeMWNVc zzLXbh7CoXQO=B=ntkC01fCqlws=CL|%LD7(Kkv>oVc@5}9^FTls!;qZX~&aqCD?zp zDR?yMuob?xoqlHWorHBF3lHi!;;_xLb6p`175lXd_gwT)!R`m_TbM2nv6Xo*qB5Wv zvsHd=UpGz0ie-mS)JZ?guXz=5>R>vymrh*yb+iZDESx9x_C#PE$Jf5wR<;BeWh42x zGuC$aHOkF#Vuy$O;jGJk*zKxtXI6h!0E)#9_+Q9W!rl@zAaU~}J&?4Jb}a&_eCy8c ziA}+u{4@6fJ+NI@(PH_HEhLlT`v|1aGLdeg(}2VzBl#cSH(Z< z%S#Wwk+3X#N=$r4QNz3NPs8~AVXUn5ZLTZ*-ReOpYqy}2C$NC%KU%RTC z`YBYT|EKdS&X^4;&FhvZb4FMqYEIhuj_6NHl#JV$Fm}sCT+}Y`Lb89*jRV(y{)2M+ zTSuM-$zZ)cqlYVX3M+=j#{(C`5MNmycbpV~v@J(}Ca?uz*`_ZevW8^Hy44%ce%J$> z#rd6%zY4=@zSl?7T^+DA!_?+VFAqFudHL9zg9HWSJv#b_b+E)MmXcDRj*XQrdAx%u zSny$`ipV#~%<4BDmw`JU!Sn_oI$P58}+QWeA;OHsyha#WFWJxShd zN*o*7xdu;u?LpdM-dTGa9i&FQo+^>F#mr*w184IFvqjpzmVyS_P^M!N&`#!XMntLk) zJ4$I|4nIiPdL@5a`vHppj)W%B|77%Gd5F-%woA6y9UA-c@sI$d)cL;N zdx3bJ&9bMp(@Y@zzF)XA(T_Gsx4F|EtXPz*d1m>z2=?rmvF__j$2uL|lLHq-u<6z2 zvqENS*jpo1bxxoeyDmNXa%Gtb(M`eL-N7E%(O&PPKR$nqc?VjpgGPBUWy$k}8o@i? zK0C@JGkLJ;8HY}JRXSuY4?QjxNCdK^qqD5=92EI+-Du@;#TJ!K!GnShSUdXTPJU_x zHf2cciKr#&|KDqm2w^g|m@V$|${-=lzP^_4^A)VO6-lH8sUmr5LTvkETWl>exliMF z$L<3v4O)LYC9umzVVXl$6GLeGj#9Kq*hmh$$7Hv_WXjG*K8GT)Jby~m$UhMackaH( zp=N;?dgFj!7_sMUnn%@IU6Eey(SAjH5UVv_ZXSzZA~pR}QE9Ifwu!7QeN<3^Iafyr z1WLq;VKKu;9TcRjWj)k+_BPV@-03wiUqJfTnG=79B3!YCuZybqrXHK_>Wz4M#bALx zUO&r9)O-EVuXrg3BtN5_uFQ(W^yM_Z_hLbCBib-v@i+;8I_qeD<|6uRs`u%xixOsX z+$~Y8A!GUZzZwHqnvptKY<;UV5$o?KF6L80Lv{*@;PBemJWvY2W}orHFWZ;-%7#w^ywS+Z~GG9pRO=0s9%VQVrkg%8i zN>#gl3Z}2sOAbBbfu##`Y;i)(_@?L3PG1fZGCnKrQHj;w)mO@wpb(ZQ~tkr0qkq09CCm9 zoP^~c!#+Q3bjAEFsiTZX4v>=DdA5^Z6}qkkE66Zdk)p4Y<##v*sjF|<`;M_-PwQm= z|Nf3kefmG^XWM0nI$TaYQ!R$W??Zv(f5!YG9K=ln4-&NQubX0 zDV7f3M0FCd;g)2s!W|K;w&vn9A8E$wxv!&1B;q>e-6bCG?bw%PCtE%+jNO0!EoYQf zi!ib(y7u3y43-=x*WsfQ?3T37m+(D|tqIo)&)hY@Hb%VT6IWL3s7256r$m3Y9DBN8 zn}~H0Wl5$i?(oOdeDV1&3R1&W_dZLPLW=O~Pcf=%L z!GBb-Z@bZfgSrgtvb_1p*3f?so6_1gJV+s7Pd)8dEz~y!Itzk$n zoc5(V6=3_e@~7XHj$?^iaL}&31z6XNN7x0Hu-y3C82bTs?2dbTwLvrvDT~bI^6(05 zd->Ps%YXqk9MR%*JxI)7hH(SqhC4R)EB!YsrwWvV>bO5B1$#v655<2-4nwqe-w)@V zB&-j=C3-*62pevCuig}G#=Im~w`n~;>}BK0{nZ-|UtJw^MGQQ!yQ<-C*9Cs;70+A0 zN8JMpyq$h`suSnn%$fhRo(YXA`XnWi(-3^&8UEpx$J(+YpsF+V$n)8`@;soh7er)_n>jt+~qr2q;5JwU?0)^ur}6W!tgdFt*( zEXp33%~o@}&X=fzw{PsZ%rNX&yH!(KffwnUlx#%O<*?^<@5d7pTd=!kBImqAI~IPH z{b}cJf;5eZPL>Hjczv^bwcObQe{*w)zt$DOF7<1rpNafbsoht9*c`^h-}9ftOCC}2 z^Jw~3`aTcLUC>|Ns4b31?!S?!Pb4^MMy%Ru-F^J-?d3%M>w%T^ffwVod9at4ZWyWQ ziPfxgtr_|xi05X`d~PLUdg)W^g#-%ZnqK)4)I!0g* z{+8VmiPfjyo>wOHt~=+$)y`@aq&_J6R{Y{I(oa*fw}_Fjd4D6X+@v|!*Ge>{@shCO z^mo(O(hR`W(ZTfig@m1aM__u_Ae)QaQzI^bmCf0fU`5MmW zjuEn^{F0m=IG|ba!ErSRNp+t*FU) z#Di`2nTHPiip1gP9BaC3_^~C&`*aLl97C_#J`1O)VzH&Et>1YbENjn59hgqXinTYK zhJ^?nFN%48WL%Su{fqYNA1I4pzt@nq$ZiMBoP6Bi!0CYWV^f{$y{h0Hzu&v|Az~kg z^>YO`CL;BT?oyLs9`;;%LiuaagC$JpeRU!Z>qVv0>DMUmYyESs4?09XDk=O}(k+7d zZ&3F|XdKep-dy{5=r)k;J+wt+iJW7=y0dKF4;u@A3E-w>1ZS%LCuyDZC1^Iswl?1=dOYtOC zcwo-nG{2AfWJ2$@so&&dL)v^mx#yh?kUj?=M_DOIo+cernp1*edl?VvD_g9pW!;|P zM&up-6&bNrR;12-8UD3IaL3ySDMMvm95f3JG2jY^^qp>L@f`-(9_8yxM*-~MHg!9H zbKxcq{QdC4{=ykd=KRG*`$fj4lONZdohZPHD(a4xUXhr4Qak_i6ybMq zodPwp0@yx%jim9?6?@+1XPZvNV5!w-u8WK8#6I=QGBi|>Hqm-0p*<3QE;pV&U_ga0 zBYpo>ucu;DsTGdb*kW(y_M}5U2|rbT$hx^0LBeh^uCFUmOr#}6);`Xt!?t?+iZ#A6 z*mlmX_K8Ln~fpq)YEt=*ixEa#&N+6{+4GIzk8{QUDN+^x9zUL+WU&<4Ys*|Vu9ky znO8qcuy#FN%-dfcn*%;^p14lN_NUa0(un|7ZK+5yAf8ObO;ed*N*#;RcqJGUy zdPfoxkh)6pyY~WoqOuJ}>qgEXWFH{APa>x0E?n`lOweC8ne4f}Jy?V;NkP>WO zb6ESGc>$*W8S7hqOYHxa-Sn*>h2Lu&ySJR6V$p9l+HRvbq$TD^&5~YV-LU46e~}J0 z3LbRJ`z4NP_Qz=RJ7frdzU8GSi?Ly^RQ%_gm0?&{=yS9-fEQcccAj{@-yECutBosV zSh3CMxJ`r1O)RMRsAcl71RF`KT)%gQLb|Pf#nDj_{HAr_%fbj5Qz9q0UjsGh;i@0>vx;48%r?ZCtTm!e;mtem--xmK!CG0=>+%zeLEi)In&jl-C=;r6Kao(y}w{ze3DXk@}wd`NRAuo?rJ|iFO zq8zaC8IRgs8y##?_IqW>rGh0impUOIKWw{P^(Sk8Sq7V||4g|h8DY*zMlKJp0hC-g zl5;tlif#SE`!SQq`Es|LSI-$Cb_!nefv_dnaWx|w)=c~)DgJ4AlFS(n74ZiORB z+t~+yI!M^@YJPRzSqxj88t*quyJOcy;S%QsY=X`xWI*)M%j9gN zTRjf3p0Cin?~FA7bJX4+Ao!lVU88wD$VaR!jRT~ z_cOfR-5hCZy93vI7-DVUn|K$EAnYyB>+vsWz?S&R(nc90Z0xgp1t8kk_O9-v1$OapZWr2rtd5~i**f149M$4Qb>8(i6ssLV7`gs&*wy>1 zGI+fgmX%z%rAPQxbG^6x?R^zcarffiTY+;(Td(wHOQ9Xq#y;}8+Vl^LBU2o-1k&+N z?6&Rf#w1AZ+NicAkjVWf6^+`ii{apgtJ!C%uK4TYo~>(%*ROlHd*=wjZI$bPI{A*i z34%tpR?%@`75wfLnzoo`fxog#2}SgPum>ixu?NXm5oG;)(wy+?m$8{MrhZ5r{2_U| zED5P^Li&ZciTb>G#VMFxhV`e6**Zg6u}XXQ`FVeK?DIb3o%WN+j{^IyZ6784jQ?%B z4Y>kKn(rU#Js63_+gsOl8=7E$>H4A=JsJty-9|Yt%GzSm!0#2$olN+{eREwyI0GrI zmohcu&9Pp0&+DmsVpwn^L*`I{40e3DCHC=I1(F42gsdCMNG+p^QeTj<_T%aX^X+6T zo;S2x4z|U%n-}-}P@RKBjlYuz1!b_|(%J>XP;o5%yH{r5PZ%=qH+*}4?C*r7!I=l& za+_dzr&+?<2wSB87ovSt>>IXfN6=HNDzJiT=XUiX1v|#xuGYQP#O8LvXBY0(6TafT zmWzjq-7GJ+oz)M;Cg-kfYI!~8F~n|ZM>{}aW}2?Tya84g%DKxV`XSAw@~6XNLdTT@ zi&!#*Fh?Zj0!^8Mjr(R<4@%OmKbjU3-!LunRLbIhXUqy`Dqc#lV_+4J^PV@k) z`a=&PiG;7;sPc*2B_pl5T>scxDXe{>`l`f}9V)pW*Xjl`Fj4EwgV#nu;9I%7_RAI$ z(l)-1U;FGb=E|_LMc+`x(N>`VwVR6AGObSHb(DvU-?1ly_F7YKSo7kP$gmO#);pNw+Rk)ZB?WwC&9n# zrcv8tnAjj`e6DPmzs)F}X@$pn464rH`IG+^HPV9yKG%J-C zOW7yl-OCsl?5)LeNx}k~Zy$EL_Cg#xzI{@=cuxdd=LEV|G@LbUM^7JHppG>)bL(BI=1D;b4XH$s1deY6Y zGr$2``0ac$rdaXSv3xR%A_?o%}^A0?3c#sh;x^r+g6f!Q~ zNg3iN{QSvR%fVQ}Kdc7Z%J!7tpy1d|XHR3O+G}@j{hbnMyC*(8bvYEXZn(VW38y0Y z!nV=n&NyU$_=>H(3s1uCK7(5?4xGV;N|UmW8*H({aF74{NKT~oC+h#*Wr3|fgKnKV zPUNc{TOaVBreNFiyD_-Y%b@2n(`p};%Pr?nvQ+t_KKQpGT7Rk zr1$iUI+o8Lf8J8>fz;&8K<)}6SIK;2ey>}A8{hvk2~Qzm!#cyui6&9lxl3f}NCySW zr3FoR>twLH+jH4wU=BQB^HiP*35!1r-`fyBg#+JU8j;VhJom&PeSUF%{clI?aarAVnw5b~LpG+h|NA?FJtr(1 zOgypc#BH03O(dkhsM;2NEgYMA0nfTt6!=U>%8LKZ=UFmCb#b%?Vu$SgCU@MxL zs(+Y-8E0Kyo6b=oyJc+T+FF7ic7NguTknB?T}FJ4bh~tHJN2oA?qg2m=F;$mGzaXF zxig{1NGi$)+V@;2p%c4IGbk#pe35 zm1oa(GZDc`bCy@}Ee_bX`{+w)samX^y6ArYIk7kYJe+hxrLcN$*oVOlu<�QkTHq${!Uw8d_x+*wCuxN*gv2&mm_Kdyw ztzYSgod=FDDW4@czm+GeZnFXYiy60nvsa=bZB^@+;ay?;04=*5tyGa7^Y`<*VInu? zufMB2p$6Z@Qh0;;60z$}<ti?gdL_tP+0dGb%d$UIZ^}+B)hdPl9K&TUx_Td0<+(K-AKV1&~93xT=|( zU9t9Ra+<^%f2^-+CGibMVpB^*YB!rdHvdUFqDJf=%~#yVgXH}*Dm2Adbwrq3n z2_<4q=1v*961hrm5t2`;V!r87PxW9bQeQp4TsuUjm@Fi&2**MzZuDowz5?E z`e94oRTo{(0Pz$&1Sj~G~3)eeP+P|#!UkI=aU40w&wbk z7koj`texP1fXw%JeCa$yX zNB3cI7;zpg;9r*mJ<(K~;3s#W_laqbyx9u$k>BL6${GTrZ8IQpfxA!9lh5L!z~7`+3A`ve*9s$mgr;nwa)r!O1TI0Kj^*x@GA>21=CN> zvwj1rcuG!h;v5Wr)JL;$xflaA)A-{`+hrJwegBOfhs9ztz$9&#%={83xV~s*<&!((5BthvlpnT z(t-6gmcZ=Xz?;2p2T)&~FPKbJ1)AbJy~l=w(743+e&=a_FBrYV6E1W>4@RZrQWH9f zI=-BtvyohhI{rNW(Q6zU1n0%|Uw8mRb-i>-{|*=zWO5(!X@SAQ{4;we44{w6fBmi7 zD3pX8d;MzJ0GMB7mM^BQ2igIF?eZ2$(AU(tv~I0GjMi=*51%{<^ad7%Ai)S=O4<77 zy4u0;-%>|^ZY3}1IayuEiO~WKy#VlaR zK-Udk*aE%4tflYE2Ppnr2d|SOWe78Ux z#?LI5v2xhwQu8!AqiHHLOKTkdX=9_SS}X#VV60KH0o znJ&VH_Rw){lG+h)69y_CE85(B46}2;H_C3^1&xv~)!NS_Lf`JdIP3RH(8G5jVB^_; zFmvjFXk6C<(ANs?{lUfpv=X~Mm94`tp+kN4^Y}|>DR}Q?Bts$g-s;A+6cJzsj6Zwu zWiK@N3(6%su|tnc&?b$k+d$`{Nyw^yRY04-4)4gAY@nHHb9($ofmWy1r0~cXpg&Fw zY2&;D{ahRSk1A9_udx4}PtGa8G`GKekkm8e%=D~=f}S{K8}F_^J!MmbHvXB$8|UNn8Vl>*-@^4YYxyikbLnI zO&sXk9_%fDPlmS4H^KZLWPm1WZM@sA5yqr_6(l!>L!E8u%>-u>w5BEh9;h`3#y0IM z_bj7ebVgHS-ZKcshG&{N(mz4l;3FQrJwDL?IgstIby$qao?joWQtSFS}!I zFN`fphfaU9guanfx7~_;Fdez(+>zmZF!LchH?4vt(&&z5jvqi z`B>sD469eZQ#>aO9cvUBj;vfjTT-z0TE`22!s3?i=7~Um(o2bnAHSeLs*3fNoC)-N z|11VP5zt$e`ufyH1)zRlX*9es0bO#VGftc4pr4iN&2x1x=yJO}IVM{HlF&K_l~%KxK2$Nmdf zw1s@`rgdM;ZJ{%$^+6q-3X>@krGk!%K!h-*oN=hQ-v{9xdU zrw(ynBf-`K{?MP}_|R&~6?#722>xv_4CBsjt>=6kVKV=JZGOXMVPI;HJdt*^hM|yz zm8SO)eJ0%!|uc!zRsOV8_jc!tOHYIc4%A(~uLUUuxzyZ4-su zex=>LIfRbn$p?1o+QGt?%p#iDN9b9g+;ZGu2DCfVp$qI4Fk=2s>7i2swBKQ!Vvn){ zI%h>p*Un*o7>ZHsRWSE}I#-QJOP?U*X5j5q4Tfcokw1OYA|pq$=dgC4-D{I(S9hCVYoWr z(cqD07;Hba6Ieo_e>{Ojv8M=_)}Oh|w% z5e)NVzKz>s=~v4Fo5jMhhmJCQh{lWEW6Bv}Crj;Ld` z!BfzG+@yX>o&nGWK9}wG;{>LoRU%)-F<_W~EGVl4od@a(@13%%$6<D}XE(9x<8MU72_!O^29FNbMDzvJ+TOH%@LnQRdm_^AgyhniUy-w}16{_nBJ zgC)od`~KDDGoi1yMHG*lr~tk3z<^}mC+IglZ-ewbKzCj&-qvFceTRKlDl{8lc=s8L z>221~$#QZ!)#)GfOv(@Wyb1t@=$bWuNsonq>bm2EvfUg^%q=XENW#$FtwG6*eg{3P zX|djSwiEZ6)hxTZ32J;MpT1}m2kORx9Z!XHV2~{Nw_-^n`ve92hbBLaCRMV31?a zsr=?R7@e*?Ys0bvz3bBdbeOk)L#KPe!arRVn5dC`9JVO2f-y$LSa|D-a)x7(Mo;~XlwQ~o4wTz zBWcvZ-*Uw;QfryCO8mUTl1Kje$3&pXJ(^ZM#tBWq3aroeX%f0@p4aYwZwzhqe2gFQ zg#Uf-v^`zm0=*nH;mhW{Ko#NoJ$}m-hNLYQ@z~gV=AO-IuZgu0a2dkh8JZMPVY7>we!^fF7EB(uRaGXy5s` zv)GNeevHQrN}d!9*Bu{!3BE$``~|2UDakw9SH z;xSm@(1HQB5>fS_BX!!%AF1R(<1iwKmyQq^j(w>Fo52RA2xK%SYShc@$!B1TSUIu)b@Qt z=ToTTmY;j(!wZAnbgTb(D8P7d-S??86^8#9E7u%rgrSsw25DkT&?D3&#d&fbdOvS} z{M|APhL6p-#$_wP@X(&mg7Zo+p5lRUaWAZ+4V=hB~;R))tOb-}$ zao;s9nFKZZ$&;^tQwhCxtCAVIqYe|o0RrpZufX`0Z5hV{EuqFjY0vYF5*S()pLv~9 z4@@o2zx=zjfWcA{DeFn(ilS)m^_$e8?`@SrO>z$uT%H%LpO%5n@zNtlzBU8xYyWu{ zLo!gq1ZHlJ@Iv)^h3`Ucw$Qd+Ffe;TmB^(>ueG}>I=8ah5S zb98zb!5BQS;(SPkT(dnw))68=dw2ZB$+hLsqmwTBI`jpM_B-xSAdA4Dy`X4|ttX6) z?+G)wltt7pHEv%k7tr5pR4aebguXoE=27uE7-nNUNbMnb;d1KU&KK#>*ea|#NaRtP zAM1g0QG!r^JfR}zWk}?K5zXaFsZ^-D$mBk8mEget9t{`q67#`-RsYpJQD8hYUl(NU z0KEk~J3VznfwtCcu=n#Ppa-+EFC0(;X4sXRKjVqMZlrA6Z%zTK$2S>!8={YLCVO}i z2Z6r1AxNL{85m;R>-`-0f!4nCNIZ>Ls`ovAHlCw@z|dC*!Mb@NXy^LLed*{hG%j2m z@;_DqL+fQ822AdS>53=})Hww`9>ZD=5(LNhPlsPG^8_mOaPN|b3iN0%{L*$l3xkcX zvi2!)L)T8(=9vT&=x2{L%BbRpuB%^uWQ4~Noag=VvvC?U+Zg^*|4#=-M|J-@_k+;) zQxQUc_F+2Ee*GOy`)&nvd+U6$P9289-}h@xxV>SFMW9S;hcnTy*-~Fse;CpIe)>1p zP3X*(K4JgF0lJHq|IREEe)}!0PB{Jwj54VE43o!TKxqE#5wj?0Skv5m;F>0k(p)cS z{eBGn)t#55PWVH6ndggpYB!jc(qTGY(V6T;5Hul%h31o{p+k3CDZ`^4Al<++vwr&Hf9zZn_Em zAbUW?^D}IpU#kNB5kTg-@CzC)|1$Y{pcw{=W@=g72>!0hJR4kp_KDzJ zcWJ#B127sDL>8IXfI-TZF(=cF&~uFD`mUJ*eR9kE5;`ite3?IJ%tz$*@^gvaYMwxU zIkGcSqlVzrt;%jITcH2z0T5vCgPxpY+=ts%fWf?6@i^8Im>XwvqLlAJZa$})&uJ=j zM7jj!cRw>xXH0LiJOH%Qx2~{V z(gbP-$HAvF@jyQq;JhcM8)&~HZlu;(LyufZqg(Vr=;Qm^%`r`bex^!H=#B(vy*hQ5 zkstVs~f4_A%edBEtvwmssTrl6btfO^g@2PPcDCsjwAO5Mc&;7_ zJ@wwV{AujaO;cHuIKB_Yhqi?|TV_L-NQ<29+bPHmy!I@glhBLz2X=ht&w%cFiO-lB z0fW!?mc0|;fDwm(RfeBlIM9DYoF6=&1C5S?%Qufxfu_+Ls17oe8 zWzM%E=;r&DGa4@jJ#R8c&-M{{X;61GG|UJ3o|RlV%ryXigJG7-vI+#>Iwz)GRa1rT z`NAvZ!?sYk+$UtDP%lMJN5#4syyrZCjwwZ?(;R#I2RcBxpkA3{!SR@qTBHOR)W4O4QU%<3IE_5 zyf3#b0@QnE>q=J{&`*|)z3E#4^gXp#ZgR!I&`G0zn=;Ruq4D73uP4nJ1P53-6x#3; zd70_2`;-df`=6xA42}b>sZHK211$GrVSp>wAhRzF`Yg}MYJyspA@&dxv3Nw_RESqeVoV#$^sSdY7ar{kB;4c6+?kx zoEge&6eRd3Mvk^Fh{!!+6h%cgU~KE*5&h{xVD@%(oR1m~CJ?KD({hR_)5RBsUUjBffv zxlDtW>>W;{)&4}@oW1(5kkE@Fd+{K3XJ|Qfc}DD!I1DI6b4hdP1B2V-jr*z`jK{8j z-Q@Ai7|KWGOx>2O8>OO0KKZJ$T<;)ShZV=_4A;= zN_?B(h8@uFbFQ#|izqNNw|@EWX$7>m*UWqDaD`FRE3uSGQE2vxlq+^+g)UobAGVcD z80&w~N@7ok*FUw*?yhG^&vogdf*vLACBAXt1hGxcx5-nB(-T zn|X-ba=3-to?8w^x6N0u*l&RL7wZGd0^Om*ZF{XjzY);vwtLw*7Xb4fn*(frTYx?- zVgXb&BA@yjyW<3q+1n)9leExV7xKvGYSQpq+6R{dbD+ z#iKl0jpM&ycunx`cDpHp_jB)my+1>OHY2yY`30>osJ6S_qT?ovk)E9|U66pDmrrVr zuC;=iUmtcF+o=F!1KZ)Fx}MPUeXI0qV{V}TF5Ff$a|AjM`@NH4`ay44^Bd38YQXTW zPBTr5Ao%3Pt@X~*FjzjRZgWl@Xre|ETeWF0mi9s|aE~7}4i~pvJI{oF(!6IjV*RQx zcH?Jxz`+whEqV5^b?Oi>!?&rIN;U%nWGuv^Q()*tx0+M5BhZJ7y`!s-K*w|T8PTo; z7?*$j{)@yS^xdL;p7&3HvC_92HgWERvh=(?W+JLEeOz|ThN~ZjjQ;-KSfmDH%7bn0 z4j$0sp84KeJ|6mSul@CZt@bdqlbz}H8WqrC{@LW7hyb)Y+@EqeN(JUq4VMA-Az-pS zkQSp=K<^Ezz=gRt(47!vK7PRmCPZ9sU+BpJMm{aa=eR#~H-Dr*TfGls=N>(X*WCjX z?sl(TG}(!K%;9n1mkLn5<3^o3q+ojUT#LkzCG@`NStlp64tf%Q#Z96%ibM13{DfqTC9vH|yqP)+=2L>#>KmIfbfjs#b zz_@At@_y3`Xp^YSN%J3uQMN;Jm;4F{-GBN-_QNLVl6ZT6QN}<9de}8y=!SoTp|%qj zs%w4`x_HAT`0NY}>lro}{JTkT!i}M0*`v_9z5QvTohuB)aTEmZCUksq1fB|u1NBbU zPA;A?q5!X3Qj?Q7RmpOTTLYP}&5=wctq3sI>s&}A;VM?M*9Q^FU|P7pbNTx3Q7D%I|b&*>8A;2!pP z&zS=CTh?6iycY+PN!vs&{Pu$GYow5lMH=)5?W5x(K_Yj>MPKXhhQS}o9bB>Qz>uIk z6p8JHaW)M-)kFhm5u)}d?&XC(k4DQ>`E=;NXmD|3l{pNXhNN`#roiAcbFrs$>cAM; zp-^ytKnTX2g8Cl4BMlUV8q<8m`}n0CL4`KH50_4 zCBBSYyt4$D4V|3sY1Yu9Y~!jB5(ZSB2!6hQ&;HQy(yF+DSwNgqlFLdLfIe{OG|7A~ zFzz&$tTDL+Q{*RWuI%Ii`T^ynFsBdDvqM5&{-O%dqMfI-#GHW^^e> z&cWzw9=n-`B{0r%s&|{$VHiGfN%$FE{{KFYJ_~Xy?|&b~X$h@H2U%I1xWxOhC-Dz| z&b4MH?vA^IlW+SH$p%Zv_>lFxYpVz{-@4ee^1Q%djUUeM`BHGw+*b3$`ENL~;|)h7 zV=Imf%jvs6-HF4aA;lm6UBSM%`2WY#nMPCfzipgEDwU9gq(YLABqX;=5fVa35<*fm zYnCV}l1xdGkU5!trrhSt^E@8&agO1aLyuV&e@92Q^EmClWlh`2J6sIZei_+dh{G`# zj-PN0K$7)d!&%Ey*qFngcHJl%X_A*k#}f$;PCnuZP(I%9AEx6Qk|PgviL5pKO^)D=_Rhu9GAlI&(U1<6lFeS9g2J4%rAx%$G#EzN(+)jna3Rd zgyXEvlx(8sYNXj~ygRm~6zLLHO6~J;NN(2?R-$e~diS!|5zIs8kxNtTYB!Mal$T-ryKpVmn0cratdC4?l~BjIbPzmazAL7gf4Hl#f*=^Bdm!9lZx zUM^5ZX7X``i+a(>*nfFTX;?K*EeVgZae3mD_0Iv$j&(RmeIxjXy#hyB4{v3gfB4|M z`_+x|a=OUe!lhMf?S+GZ3Pb!+e~^~<Sz>B(-M1zZM|?@yV2Z$w-IT-Q(cTJJCW|P_4~z% z`$(4fd}Dk5dYtAqt2pnvgybj(f2kx57S1ZVar(|IT^*m#Yled zZ#b8hiL~nH9rT9}aq>^w$NY2WkbYdQDJpdbvV0o5oR3N&Ys>og)j#&(f7oYJx|_Th zvP?8y&o0j*oeOwsM*rgYnWCM$_TI!<4PoaU0>wCWTvg}Cr6{C5^lO*=ej2C5;>!Vr$Wb!pW4~ywQ%HbPdIjZAvMoU?%a^x+} zUV0JocR>beZ{}DJjGK{3ni+{dd93vJ$_?^PHo_Eg@IJyOMki_{KmAolvjidS(y(jKu4 z?=7ex(_;PC8@x5GwIH9}mlod4{8Ljl7Qxr9vmPp%oepfc( z+tyl%&Kfw>58W&^X`G}ftA08&i;Td6!IC&aSE^AAp&1cm>FsH+Ee*r&?}K(1*ho0( zr+sj6CL1SHPn^j8JdTXb?VtWz+=7gn=qB#RUE z(bxNNp5w&}bva8M{Wt9rVAzASRdLY^l53GNsUJL<6N?m)ZWj;UgGiI*6&0Ddf|G~j zBW5=Tf8xScFV&v~p2*7Lcr&Q>7{|j@J_*0lM9R$>)M-G%kB;qY-YSN3>Lquz&mF=E z30Y?ckNt$sHu!FQ?2PoKGdsmEJi;M=dcrz`y*Rcs9oFY%hRhe6Gp+^xk5zvP9wUSKr0M0Cw@6FXSkITcABUFS z2)a+&OYjnLodxt@9FTt-RK&pXK7D zf3MTw3ZGK!kX+^DbKMGQv9C0abN)q&wqO3mrbwj68>;X3u|U>%Ys<>xU&we>p(koB zfK$C|qRZs|LmGE#hj0bq>mrRqCvXGK8HmxZQB>MH9Q%Ef$mwo6h!@1+}Mde{kG&dtB)TH>B7|zfP4*!iDIzo+q9i*g1Dh z{?dXpPTbbs_HDN^QvP!0WG+u3BX5){|9$Br{dJhdu5{Kw~^8Ibxy{Egj2P5zG&^IAtk0jhh6zBl4E_vf3?0m zMXDG?IbYw1)HttQiZp*56|1K_`8JN@^(xJdaoRXKno9a2s)ekBJ*NdVAK{FrVtitl zGLC0>f6XD=Spy1&XPEH*Av(9GeU?I-zaqK4T zq!51e#^9A{CXx&7K3P0Diqn2sKMbY`-a8quU(yzf495X`{)dQjdatgk?eHe@^jU^w zz+0p~PAWcW?2mM*zu)eff4;?`&96JvE@k7K?(`IwE#O>uF8ymB#slS zbgV)>&*G@Hb4FF|1*8~r`;+2HNax%|P{S#tuaD7_FTRSj@t-R5e^7AQa!IL{r!=5N|TKkX<_MQs z5WM&CeyOIO8cu~%F5Hn-$MLyKaikjrH_AUc^hB0{l+#g`e~uak#2n9f%|0jLw2pLE zaB?`w1Q+JNT%*k(PPFic5(sak@wa5<`Nvl24HA7sd;d*fVc z=D~;yeMpyX&;O@vrSlrvI@b?Aohu{ci9+PRrJ7 ze7k9ZOSex)s%UW+u|4kN6d*W+#wJ;t%bGyaxyko&q<);)vA@+WIUR?3%WmoHQN>~A z9T|2Le|4lEsD606=`D_T-}vcpECXliU42HQh`zBlS=#O&kxMR~6UH=6NsO1(Gd-j;6kczsdWSQ<0arRcI>11F?Uh;Ixap0B?m!8g*2&sH|1qbku`hCxS8|~gJHXZN|$)(NSH?!B_*lkLJ-q5@%kw{QwNcocXU~|pCO>U({`_s5XVJ%SWR4@xfA~1zvpqMqD_R^wx?zg-|33d`j#GXI3co@s4c^1)^jnj6s zO@Bfu^2k&-W=?iINBTd~k1J;=1h0!;Z>2RNV#`6Qr+I&;Im&q zTHE1}9p;yjlFogj*O=%7jtXj#36sdQZGTT$xZ;bnGN~8y(}WM})?LiG6pxEvw(iJU z3`S;ifOC#hATsafD?Pf0I7tyt*&h{&)E~QSn;k8Xo}$uTleZb?*SEvpACA(CsxGP3+{1!r^U;&kj4{qDb;knzjrNkW<+j(?Gc zhsIKSao8;<=w(6}PT%Z1V{agWbPox$_b*40+4YI9wdou(H_~zfH`^gKrT?X?aU)Ln z&t>)ISs|sb(9S)Eg;TAkvV5(ga5Am%`$35nqE9>J{&Z=@u}odQW&vp&3NF9%=%6t! zTyv^OOFxLytByu_C-CCbR>uWiqkj!JsVJVySzm~gA>Um>Tda^C`XW}&a~g-#rAq3#afpQI1_s=(v<`PLDG)b%Ta3V*v+5j?QU z)chAW(ogzrWG~P`@`f$@@AY5AsSnpBW!l3Do->ktDfAyQHSX_^-8YM~ehcrT#g5=a zO3>R>r7#>U_U;J`>BQ-X)NY}fRX9k?NwA5bApJX&*%a~)Y2EsxFFMPJo?B;f$V&xh zl6w8NtPtFqcs@{Q>?4lvy?=M}?e51oLMbF)*zJOoCuzKQw;w~s)O9r_DN!WLa}CsY z>k{1Yb55Z#mgp7Vipn`}#$* zxhsnOIagKsZoa`GdB2>ypV^RkL-luz{db%JzKdrU6p4`7)rk<>h0IcN+NJPnoFxA^v_I1x=>vD4e0REz(WGOX5?m(RN6)G?)xp6zR~Gr#ZL??DFfm`3yY?~Z3fPzCGS{{(9H$b_&E$VJ!HHaU{~^v@ zRzAMWRe-~9gMPhM&OyrI*EP)d6*w>d8ftD3y;Dsr`+^`Bl6eFR*9kpC=3|@cp4xXf z8EpJ({o6R4X~?+!`i&rt_uqf?{s_V6mp=@oUHlI_j_fGo5WbCnE{66Q%Z4Ml?}iYG z=Q&a$!^BZ&ox?R|(!7 zcqY#N4#zdxD|k|QknTIu-eOpd^E%|rG~F^B-f_kM;(yypg0s7fF9jh|4rt!56X8Mf z1%a`@2DfqMH}iSi@*TQFb{)bcf#_!85+mMxWBlTk96J$O8;$iPk z;7MxG1F08GZP2<_xJpta3M{n)siBNGjZe&qud0Xl?hqBIF*CUes*@bb{3Mt0&5@M&P8gD``s&~NMse= zSGpTNgA9%yOM_<|IJ(fE-Mvo;nNsn(;qqQcm48~p5LV5`Q8&ih1^E+5X*fbnU+h7K zQOe^K19v3#=v*=UCxV0g7yN8^2_E{skN4p1Je=Q^+*R;t3MbxtdnPO>hckS0VoP`c z$*nGz1sx6|lYQ>4kHaY8WAA@_SoXu|pzfmGypcp-Gm0w`zJ^S#D?ejXuH)E4x&t+8 z6n|&d2nc0I5%c`$wmfe)gS5^o%4Cl=VvmkJ8GCRVhc{n4!b5q1G?map16b;=g??5+|-(2;QI*{U@@u45~L` z_lilNh~YUL|5i70dn6X;N^ch17r(}Zcjm1I@$N`pI}o&0dk2y&Kkj?-t`r&nReyx% zyKN?VPI_zZf$caWsBb&qeg#LOG`3zC|AO>VxE-^y%*2gg? zcYjBE$hHO#-v4l>$eiCckrQVvX$^OcejqDtL(JpdQ%I!*aNa3OA^OAClYeu~qDar& zdPB;En5UNA7UzIroa`EoPJ1AXbJdB7H6FtBFx`Q)!*nIfx)h|XpMT8@c`rx!r%dHfZw;g}G<}YL*np#g&$j1qbl_-j(fb(V z2Bark$v4p3f|P|vz4p8zI3IU|?T@B2vIN(j5K^wi@o|-l+INZmpd&mTyg>8|+bhz- zmSZ?sKUcAz-Jal@=yZ!=9b|rfnbABx_=^R|L z42>rXZp6vccA5XawBYoc+QqIbOr$t?UT?cV_<`J)ewITjGQGdPT+6c`SrpQyX(H!m zO>HyRjVa*VkL2X)Jb&VRW-D#UbANHx`QLMYZ4snx))vlcqvA}J?B%H>S)^t>++?Uy zi3^nOiLQ7p96Qp+Pq|DWwQo)Ig-jyQx z?n0tZ)T*hTx`O@Rl-9h7y@9moC$Gi0E)cz;r_PViVY7A_7k^qF!G+bkOSTxd<5YdT zw?SkXj=%4_z^b7l?C1$u@@cPk+?EKF2L^n)BYpRr-TCQ>s{ag>x5;8|kU+i&KM2#^w z#)Whx#;yxz$vB;{w}p8o3m4|^T70jsLaLwS7r*l_d=V{uI=AAfO<;Z4FG)}HP zrr*D38?tW8yNky=58Fs~cPq9-pvUO{|Inww){%U3M;V}Q0T7SYaG7Uyvc1}nkZOAa~%cKI% zKIyyY$$!>M=vq@fCU-B9bAf*^X%oJ5b??Xf8E!~FI@Xtee-o+8G(2oT- zRB`Hcb^@pAeWc&KQRbn+LG&jwX)%-V6Bo&Sm4o;G_g?R>)TcyF^6WEbYo5kG2UhQ~ zJG_hFw+$S-7!QzkvE8D9{2r+$+hDe(1XI#9${z{yfA??!SYJx(*^%C~(;-%lhNB!CZ*+iZ97etC?O)2zjONiC#Cu1_!68ioUX#)12fFCk;4fitI^4JR$!8QiP` z$e0b{_MRZPF>;X&Q?qcQ)a?wn+-_u=9<6GWzK(4lJKICg$>8iBNncaBE4V1^tRH{q z64IkhyAynN;hcEdLbs_Wj??!zMjLKMW`D@tJr%vf|+7Ct0MtmiIkyGmZ48i7?9nCi-#jvwDzBfs zaFgi!llqyD9wXE9*{MFv8zGiHYZEBf(!+*R8>KsneohB4u=KGJ!#~ebTiRoJQ@u~oJ^dDLkt+yI- zW2IFpeTd(aW&QDjr~v%lHDw|;YJ=a}{ogI!<%Rm5$-#>;B-pJO%Epxf3C;zeG&r!D2j3*xW+ka&IzN5A|wps7* z?b;dz%`w}ZBNQF5`lNyg{dpy}pVP=*cfkW9L^a>c9*Kh3i~|j4<=EifiR|1*hHThp zY{%N;-~rK^!%uQtqA*VU{GsplZ16kptnQXCWfuTcfeG0kJA4xc(_UCUUPY~t=1gaMwK&buk45GSmA zz&g8hpNx%e_pTQI@`0hf0rxzIbfB~>VTZdg8G5W1?SEg`HbM!7ePZ8N7pPV5aLHTC z3l)R>xBGcpv0eJ;9<@*pBuStAps>RX3rhc!eIpVD|GnM%prKhDZXE8_zc$Q&)>#pD<51TQ}^LPqLOf z)`)E#U26hoHK3OxFW#}T5+7?7tT`vk2K_}>$bZ}Txv_os$)15j;n1vPt{q3efhlLD zUMsvNLI23U1KV1iv4ity;N)*NEQ?()n==@NeW#D+t%_F1lJJ?|s(o%)w7eews^mc3 zV6*_eL>zneygMgnXbIgXRM%wxDT1Ob-BRyU=GZ&%R`B5-7pRCR9GJT=h2NDM!!sj2 zuz&2@C$+omBy80!ve?m2!`2r1kfy8{w0lpv=gw$B?Gf+L)a&lh|6`B4BHt4J9{RVI zWH*T^F9v2JLJaX{HdBbQ!iIHSm!(dyq_MJ`+qFZd6Z@;}yZv}wFlT@(z$u#suVw4* zuWR>!-(83ARP&l+Wn|Wf_6BpDkP=Fq2!9sD{Bon;U$_miVljwgWw#sj7#^9y@un92F=}P?+lT<%7oQ5K{2|9&DC9$8Gvw5Jm@?ajAvcKs9;zbS#qw z1;f9bn@=x5QM{exp3RL|>3R8+U~w;IH@iH~IKu`_F3XL>-$J1F{IL~-EnZOk^?x4! zVr)E=jD*zo zkvVR|i#1?dNc~C1!r4i&w`&5Ryg&2p3!f>h$xO;A=OP0(2T8;be9?6IzfUv$Y*^ZG zN!Z2K212%f-YKWV2H!oj@}eJ$Lx24)HP!ViIoQwk`p?Fl)zBAtCUma@6>($NHi>;g z&?~y}8{Y*V_|`5xUou++nfLy?KgX_v{ZGH;FEM-|`G!hQDv+=}cSne^YX$!FeCXIm z@JCI;k-tBdtT1K6mhT=73fNK8e*D_uJ5Xl$;p3p80#>j6c|~9`9vhSm`hQ%v+hA!z z4rTO^K9s(QIq~rxFVqT;HySta;;*Bv0s$Koh&kO|^VJ~@+ID;2Yq|Xv%6`V+wp$}m zvj1RZ`^6hjC!;(Za$5?=h}sxl zXglZK8B<>dDYtxWYd+GT@_$K^ioQrZ22)TM!R#W!VOC_9z`p?4TH*+$J2Xzyq%Kk(u){Y(AF&DpR?RC4C#zE*fQf^}D3 zdSJjckud#lgkQZ{=jxj7gbAx2ly1M=h+hr1iL7!mg!;%{Ephc2Y^%a>;Zk;ZIo zUM3`nIcX7|+*5>=3x7|ZUJ%sBmUmyQlAmV+sdm+f`(YO(RT%D6z1)rkdng}0i2WS= zFL!@>_#tfmQ7z+qfExxMOCA-@&%!#IfwlDr4Wn-Fc_X^LFoZZ<4C6RFj9;4OBt4Lpr0^@71s ztq=WNBy7=dG=DC%Sq&u#8Vpxq8zA-DjBXRxg{G@1`a>=*@ZXl!@{xKS__#yn=9}vt zSk52&?(!vlY%<;YFv+k0YG0f8ygaRdweL3ZPq(_ke=*xax2#rx^1Vl>nte{t*>OgV zUvvOSU5e)}Zf}E*e}|&uN=^aE@{~8%A{nY8q*C)#B7dR%CFgVR9|7=<8bYb|4uDb- zXMfjpD;R#AQ2$ec1f}lt{q?!hnCYcuTSxd%)7UoZvt%Xg3wt~KTQLo?BPObJ@(7k;>z7vRNI=5Jh~T~j64smzj~w_}3B{uO{wRsMK=YljnzeNg;R~B|;rR^& zC#hR6K7S)}pnK?%n<6y~lO818ANlKnb>DVpvD4k5<&KSb;ff0+Y5AR9i4}*mD_^&X z5#09kp+jVwRv5HIJ5lv!qOjrpt)uw`?hs=V@$cn$5p;%M{TvXw8b-p!L=|qI#P6ir z4a)Cn81pBhlxKnPk86UIPH!hntd35;zK#v5Ie(|m`1SBWq`}59&DS2-srs#W+x}cg z4^*CeZk7hGzZ6*5*t22xiywFW=i{M1eWFG0l{&s&%C<4@@PH11SD7Y8F7SKv3yhR4 zLLaV?Z!HHrAn1JD_Lw0}Ow+bjQ=-};0xM{_#whDqN_&i|`3EKWeGk=nJ6tHw}c#o915JaD8WIlOZgztOeDf$*g zko80UiY=j+C{;GMmZ$(|137!;^g!$^Qce98%LX|u&(*DR)1bU#cGpyd2{iME+W%}V zgnY>}-Sjcyd6-!!G!}*B@mA$8MtPxVO_8Rht2ERmE$DislCi6IrNqsV2jdDq&VLw% zdq6sUPs8RFacp;%-Y@uy;MV-@MmKCV@cZB9qcasnm|2&SAF(k2M?Zf0{C9;7nr~{* zzI=|tvc}B%5Lp_0?B!|UO(}w!%ALDr;v&FPWG>^)N#f_MgW}YTjze=2Bd#w{2T0S- zHTv>gSl}LgQkh|hmDUy!U&MT%Cx6jt^Y}Iw$Su!d&k#_;(x>*X5~wlIZm>9qcnSi$ z?wDMkVS^slInR1=MXWif2Mj|MEJ|*vbLz>#=GC?&<#6~cq}LwlP54&F!}w@|Uy5Cm((44Gpq6gp z@?WP56#Poj_C8O81v8ON+9{IHw5R`gX9k_Chu*X!_NgMYx5=(n2K z+O$dONu3Z>X+}Mn2#kWN$*Dfxr(~R9ZXb#Wwt`|WU($|M1h4MCsC8aL7E^Ypes#36 zf#%KH)(x|7VK6xE<9MeQHiVwuZn2IV|J%0a8Jq}!b`eKjzk971wSVdh>yBymu{pV}_#G#~f zNJjaH0>U0!kY{2$<#dM^?$hm!rFGaa zS?Pp5o+ov1nVLg!#&7SrgyK0F%IJ-t@A`Dv!t)lXGnqZ6Rql-n! zVMrRY_}nmz5EFavvPVc7k$=&o`)3z0RMTeiwPq1ySUgSq7sduZR&K9}$z#J$?d31@ zgGlH%ckjvOOKi|NGkvpCiO}h)*H&*Vj$=t5_ib4+3tO$PEPobsFfh@zeD3gE6qdXa zX*&?%gRSTP9?;n(fr(#LPtF|C#2$Ht+4~zRuxCS&iQVM@9L#U+e7Gozp4Al@8>T#P z_^mfYd^w9v+x0lEEGs}}q{yyyUt1 zGY@*)=PYR5QApaX*;mLs1JA9pKffI(`k2+7yFHX|a%6nuc5^S`3nd-3Hh)5xf88{{Bv=SLEQ}6p4hn+N zJzJakw>rG6TE=^iX5K{ne1yb@$^kH&%&!H*>tyish$$ zte#%wg?C%BcRJVEK%+s+4$pU9SekXRTY}(4oPN3BLTQo^T;(JCR$e6GjPxMfhvRA=A0V1Ai*nU1i576)a&ML06~#7K(!ww4t(^u5#@kOnXt9CH<*OC_4qnizd`SF- z>J2Q(b^PSS8HR=L|5%<%(8RV6Pfq-~V-D4?K3%+vCfL;8o6!EZ5gLz5zOZmP1)mRB zxPLB55Iyb8HED-D9_TZkZIri+ha8Vo-qf!otQD|{C?AP}^ye;bRwy)R?A)Y3U}B3+ z;otv`%;Z30kh%6LzA&sk@#)3sSsLbVSY~W$io(I$N(kCsxn1$G5=U)5;-swn95K6g%l`UO8HMUF}RC_++>PRZy0nAlQokmGqg6Q6!N zm2443SYHXCbA{cHr1IlGy*Q-2P8 z+pwBv&MOMN*^8!)jM(6(?@F@WGSM?m-Mm~N-i>)bwW%X(Y0&)KGH%P17f#xcfF{EY zei;&1>sr|0!=@k8O<9_lx%Z}NpH39ke%s!8;0FnlKPXsP7ONjZ+|EM7)surj&?a+izViH64&@iF#7h^9<}waq4|K} z%Yh6oXqP(~AyGkwTsE->|Hay1`55(dtu-0?D@|_wwiU*5s>{Jm-zp(d%iT6To()q^ zy)F$eC3r|N;(P|F6Ebe*x<%y>yhug6?(}6Gu=;5o)Zd8Z20pJc_)Vb0m4Bgg+n^g7 zcRH$^EFpZ@Y*W|5b5V#-30SFq?ExjLY-ZSh`oIf)%NqR`Y*^)|HrV_q4JxBb^Y*zl zLgd@%?OHoEA>vfw<{!}nzjL0hJX8xQc?Za{d*3!vC78`>Lc*OyMNybyRLaaV5-FV zE4IXb?tQ+W^MU{b716G2eO81?pQd-b&MCr{(MNxqqIjUaapUMARRL^Sj#ztz@VkS*vL|OLQ=`+{?Q*8_T(JN`E9cb0CA#8{mGB7i+k$ z{R#_~hBWtcJ-5Bxp&`liNaZ^+)SLBBXkApn(!YJ=%NY{Ty=CK0+sD(`aKyNsr@0Y| zuD@dVo2f&qp#01C5lT>;!hZKES0%RPJ-gP7CF2M1Og8(?aRHqp;)E&Rz0dwNP01 z@#U=vaV-4YU#q0oi0yN`3ry(Zm?f8L_&$O7zTib)_kUcXKXj~iVUe~&^{-X@ry6qb zy{DEZhe;78WQ^9oxMhen5i)FtAHK!7sK{`i7me7OHMOHl@)UGfP+A(ppdMTC!o%pEvXj zOA=V@b9fzR&jv}WRzLZk$BV6+U%p6(OiKoB29UQo(|rI3fNqZus8)_mj~J zL#!L*;r=ci4~^fnbR@0qA@i#&ceSJk#A<0S4S%$OB%NpFhXvdqw#M<()mQ~Adt&aC zp_7AEIV%%$4vm=9n(TElpWuL(X+d?0I)Ctc{wfDYnh(UEKhiV#j)WCe(DQ;n2DA0^ z&R@y)fYD@X&bp9j%pVW_u=^j8AHId}xts-{PVV}Dldo1`k={{~PGTC=F%m=m9ka*A zZ=N>yZCjBfyH{rQ$dG_1%kS*Fq2nW zI8ieU8*9E?9g)<6Zw;QmkLd+qjmBR805b{bo%*TaIsF8?kY#!73@0}0^++Q$gOd5b&9RhI;D5i>DLb)O0RI%{!4#wP$;n>K`ZoPXwp#-yI{ zb^bF*VO4KiTXYXfo(jA(C=bG(=SBAFQr6H;|0aFQlna}ZY4zN$e;__;%|Bs9f?Mp5 zJk}Te0~IkNVQhXL*m9@#)5L>nNEW=Z=%M2Q<$`v3nfXE3EV(bb^&Y`D#l7kK=xlhK z=f%7DAP-D=H+MMTfA7m)dViQOKNJD2RS$YX21Q}0Lh=U3Mk|PwEf@1r^MG~_gNT&g zc<}$Rqr3bb8`LN~kIM3-PImE#D4}YLsRmp6D8QH zCYW?;2OE~r&iXJZ1mCXRH_>%%9keR0d%rW(CoQ3O5$p4*oF2T7SV&`zsMTkTIrP7Bj1W zCDH3--((6w!KdjaoF_wp^qMclyf#=iR@NAi+lbvW`uY`CT39VFM%fm%3JQ3-^gf!p zVc0JB>bqBnoP4#axZH>hd%Eg=D>!OF{_U@4M_=$l3ESn#fgm9a-TdB=uc;A+KMLs` ztlW(rCYf?#S$}NMc=gJgiyB0pD?eV(x9u?$q{Go?o+{Y$<#pxnGJE{mUfl4OuMx^m zs2IN3whZ;#JLkS0afjbKwcPj4ks;QI*)twqgmHIGBJZUuVDX7YK6aV_bPLRZa%?!X z{&LW9VGjVj@Z)~fQEBXne@8N}bi!(q#;$s+1!&oR`hV~7I$tRDtnTJpQbJO_LnAcP zpku}^-tP4(D1OlEr#0XNr8}E9w9Y%?hj@bU2l>rILmL~6ZM4^LP9-@0G)oe{|7&d618GfY+<5H;&=ugn znd0H8;&`aX;ci|^B~*wfiQlPWLF4OvhiwiTWA**a#|9Q*Q1>GI!^LPe7)oG~TzOAo zuF2N`z0Gd;!$L@9BGeFy2Ck9WRphX(_hF&R35!puiuJo4=t6>=XFA@`A(iy zb)rzncQqh4)b0P@>pmM8^uS}51kBA1u6O(mfHHrehP6cqhW$=YC|@1{)=B2ZM3Ye< z@6TS^o1Y3(7s~Ytz080XFt2T=vOD76aYO&=u!F{i%`o?vakp-?3l?&Z{GEJw z1Amw~4J%L8i0i)6h+K0e9y&ibddv7%0&^*N7u)w7U~$cg28O2td2@T={ULv#74{n4 zy;uWN`hLP^u2%w0>x0hMj~dWrzUsJ)<6EGnYSp_`#KJ`V)!l2)l>qZ#d%#xDgFsrp zb)s|88m3L8@21G|04uF{#QCTmj7ucCoqw`A2;*&o`8DEgFulvM+ue@~2Kyf;F<%}A z>K)qoxk@_=z+&Ut;83NUr+{+Y<$1Qy>>4|Th2pc~4Vl9R_^_DP9BHV6aV)qjoG zAz%q+u5DX?Kwc2$nqRXbPl>@`m(#g{bH+dm6F-yf^c0wD58v+mO@e9XfWfl6eLzcW z-!=MW8_cMUbCjIB4ovDuna2((m~!@VFtp|a))vxiNO~?%IM+V=m-rAyKI~b&^;QT> zJV`$|<&qEd+_pud+iPHMYGnJTPJaQIcz0+f1KpXKqHuJ(0NWEqw)Jz(%JoVoPo$?2=xaB%YPk$E7M@l-_ z@YTblx<<8;0B14Xg))fi{tQ zrGdR3X55}n?yXmY@mJ|XT?=kNuc39C-hBrXFG>^bhgSjXp?KT9lW$@4d`7RJ>lYyB zxXo{rkb?;&B@MI4^|0{WK7XwC0P!5_vh}!k^8%^o#0m2VXJFV^$h4BG z^ld0P6tY$v2D$LElGq=hx7r+hKB)tep_I&HrSW`AB8i!3KThlyuf z4>sBDg`v!V>O+kkK-nrS(WHC}#(zB59$v}=nwiZ~g`EeGSv<)HjTMMk02$ck$v%#008eBcoP%F5%H8CteLrnz)>wE4metNh0~fqGzs)M+SstO1&$^w#y! zjX>R1bwuZYI85#Rbar;-4p7L!8*?3=!r)*3DSky7P{-EpAAf&Og4rPEP6=^tpsf1% z<>6ZmoWQm+?C z)*P_rvNtf4eSh`-xe&U~Y0Ybj(}F1x84jCV3-H?q;)yLWJ)#7_W+?|;b(fh-tAa0+(`A8bc5Ka+ zGUDsx=G%^+*?=}#vbXcVb)anv5~A7B z_5A@Xi97Bh()PHrhVdt+bp!f2!*?aH;Q-;XvkN05Cj+|2SUj)pZX+Qh%iZCptn1&DPuwc%a zR>OIk1x&v8HAa^sffkkj!k6ne%t^*;9BE_#{nMOabBGKuH^i7`Zll6N+#1$~s5xM6 z8qRV4+zS(Z{ci>W%YkzEPJ58cCz$mg&i%_J1AikYAG03#=fTwaV_l?a63moLt5-_s z!{BPi?vV7?Kzn&LYkTDqP#rA(P9;8tnavjYlnZk}jbLq2XCwl1vGUg6n7u&zcKIrw zQ4O%fmTsNBZV8j`pGJSTGJqNJEj8Qr?E>aX9Sy>>fN?W&btf7jC49bU5*20`O6;{6uMvv zPrnmhnu3X2p8RNO3*&Vk4mF!q!+etcvZ<3b(94c|-J2>14V{05{t3Cm=((_N;nfde zCP6<+?Pe!X=Pa;L<1;YcdjvX{?E#t-sDCD!-h$cxZtbR2j=)Uot%D!=w*c$0k^QUy z;b$TLRp$&?0gHKJ!-0!eq4@{ZA(Ns2)4AoRZIo1C>ej2Xi`(c}0#f@iw- za<>ZsJ=^J^?ix#&dK7*$j*rOynEF?v`w4Cc;|xAtpG^4WoQ{XFGjuDRD0s?U36xBs z6UHiAVR?5H$8H{J7_ADv8(?(-hPJShXSdV??ai$RvKv}~Q50b8yyq1#7k`A=ZDt&R zDZg`zes%_QPb&+1|62!B8lR|wCkegHx$Z2Z`v85n_~83r#6HYiJ6E!i(Az%VSUy|> zQyq)Dz202sc4zgg?4z<+cl8{g171k~V4(WG~8VZQTeR9D$Hm|qceoT6vKly1B< zA2Su0yGv2{(+wCC^5DqMaMJXZS6Zuq%1n5%b3+!vF{k-&Z0Um0K|Wo*&Bf60{nB-nY=0Y|9mqD7b1s14 z{RwXjeh&f3J?iVxAM0Q;s7qktC<~~)Clb#F5Zq*&CK0u;0%Z1J$3ZbCSlqgP4ZmX( z%;nB&f0s@NnnO`H*9js&m0$4+xvmA)*h?9HZUCC=?H#H!Oc>nd5mzc^2n?e;Urw2O z!GZwC%EjOyAQ`?nyMN-lj@aLa9;wrb!0NV*-lJ0iw0lWBx0r{39&}aqw&`ye+PLPG z*!^gjJkn1SdtD3DDY>WCy&op-v)5<4J3ql+%8a=S;y|;6Z&HLWP3kp^7QXxejNL6~ zq)Lwh&4}^sLrptOJmj(nJ(>^0uTGopOZ*8FS67suaV`Tb>wipLlfOSOlw1!SS``Ij z^206ulw`uMxukYE=EAI-N&dtE37GLN2!E^>3=6Y9Umw*q!sOGY)Fxgzn9u2bExYX- z!J#*lcCJ|jM)MUBjdjlpFsIyq1!`?zN}%SUo3J!YpIfiJ z$$2|4uU<;u@^3x#K0f#RVK1TA{~mQFbo_;>guKrxTaE)`QT}S&(LXRX-DGXyY7Y~- zyjMQkt-xI1=2btQ0Zdk8A7np#4Mw<=Uw<$m^0CNX(|`Y+H1r>6`pSmBKx1zEFK|mH zP?I|BMQw(G+2MIX>US&*=D*0ztTKctntlJF1``-wy)pHvqb<;LE+{^X-wQME-KjEJ zhA_(})Foq|1#|aQshh&Ipoga`ID54Vu-rf8eV-xnNo8ndDbxo#mYZMe=S~9U2s6wl zkqzj77=HtPkDGzc$ERpmN9gg0O7-K=G+=5U_ITR078nxUqr2N)6S>)1cdbzsXwB-} zE~g0&noH79h%yJ-7TKoVL5e^NrN1~RMVt%$qDgedQ)sSwH>e(13*GbG|5nO*fkhkf zur!GVnu)BF*VHbUtrHvInW=?8kMC63RqX}li+?eLB0Ei>A6J{_QLO=TqnGx*zENO? z&%cT(*$C6hA7#!Re+-mg)4%uGI|B20VvTwgCrtZZzi2J@-fV!7~w!pLhyM zz<)X-J~nxt0+Vs48gvzpKu2zQV9Ti(V04VvEBOk*SoMjHLrnw+q?@b1H{yU%<6AGb zZ{&kPv9mkY7y7{TsjhXYkrMD{@rTAC)7?N8x_L6UjL7q+Ej2q^Hv*0A_`x?enm{R$ zKbc;s4%5fvo^D*UhiMO^jcHRKVP2^3vVSCt4Jhw#>U{~k2F$t-0c`7U!X(3j`dcd< zMq4Br#jZF3&71Qh%l;FLjC;Jh^x!QpgRb7Rbu|Y1U6A;n?=GC;CQ{`GOoeHu#$Ue+ z%#Gg95^uNw(~;+Im>q*SzdeV_+692NVf>WAzg<9)x${GRe=)T0NJ8h6?!a>EKYwib z=sS$~uUiyPq`-{Fr96$zVK5;+$5ER?j?~hOtU^bEDbXo3>-Qx%>ixqQt;Iq{|GLr5D-~i z0n?3YCnijmiTzpsefohNEbdCZIJcPuL+T?YGZxXn>YcRNA7lqJ#(zufbANxrkln{) zb+(zn8jd`*QSB>C>|%Jk_qjm-sA}szwn~`0(a{A%UNCdZbE60UDHyL=e&Ny>161*& zJAIX&!35h8*62|oU>#fgZ2Qs=m|dmwZXXcmzfzh^FR_Br*E=kdZrH$F@Fj!q=ZU>+ zGEi9h`4Q;9jW;!Pg~P0fuYbz6`{OX7cITh>wbQ^_{Fa-$KL;pK(w%X-80fDot|*?k z4P%2ZQxhceU^;f`;N6~XV8+SOJ1K=QK`ly&81skO7Iev|2m{9QpzXJV_kr@ELMlSm z6*>|xAD_M~4y-EEtr3%5Ko4zDH-L1Y=-=3y_K*VePF?>e0838(}>8xc=g^^Dry?`cu5{5HLli zJ@v0Hz<7TD478W*hPh2p#j*34c!_o_mX2&e#Qn znWZK7{>&9vklMZaPgych!|mERH--Vz_?PSjp`$>a59%;b_W>q2Lxq@%Rh&{RntczRIU&}>9-wgxy z>mNplzFI?J+bsoSOBW@^J@tWc>uC3sT{O%t@>y|Bj{r+Bc7A&EKA@?MZr$>G9;Wk0 zss~o@0kRSGUVq532$;AR=fGHN0}MXy19!sL1EuN8;#H;x&?ub+f2j9hq;SIl(UD?c z8JG#*;OK<0zxDSnhvdLqi=1QpId_=+!gf09E;l?9h-uOazPW)jP@tjDJ_sW-V%OV6sVcu-jl7#x2;$ zVblU(vX(9uZi@x#$CPoq_GVxnaL~HS5eQ_5n<8Z+`(SSVxm=)KHZar;H}bh=!=eDs zy0EMupm9k1?|1D1%H6;97rrk;=gU{Iqa#Yd`tM^5cSt>q?OirXkk5n3L0y66!`oo! z`qjuwM1TLIZ+$TD+9wJ9OwnJtn;U_pO*@Jso-ntwu)ov*L_oX0?G7y2lbJ!yg)kZx zyy*GZ8oFIp=|0jYt}7IAELeun%eFTc4FdFm-rb%hed;O9zOhU<4?6`TxpOC4;@87i zYxbF%j8-E5TNQ-u4+Cj~*9WJebeQy7j6E8q0rWk=IUj$sN1>aQsHbk)35-CEk;hF7 zK&Sbvv9Qkpx_MO>W$F=;1FmIkoW$gxR%=To=z0{biC@VV^%Y%>8saQhnbRrV6CeKimF+8U5s>i^&A94nEqn z{f7fA#z}witrgUOe}C@y2JViAsq>=`FMS|5?t%Hb!|4S;H*(NDbISmxFZfHmW72`n zL0J|U6$a)FJJ~~~TVeLmbsn=te_$SJT;6>}0eZC~uQt~!0B!T?$3f@I;ZNzuUZ-dE zz%aBNsuN8G`ahwttEaaDtLqZ$$LB(r%M>Tz=Wgy zd!9Xp=>v}2-}0=$Y=7$u&Paln9qh-2yzW8QYvU_Vg;s!6Ce|rd?*%Pp8*lA?MC`?W zuakdv8;Sk2==$dC=>+qfr(-Wp(_s2V+s0o-M87Y-K>I_SC$m~eZf#%$uwu>5?KK#H zi3w-k=s2P`tVmV*+WNx$p}eyKIz)a1SqBugSrYw9@s3g-9mXb}E?-|JI70i6^fS(I zm>zYR5aFpJ@;KG*`#BoSH>6Ii_nro3W9xs*DlJ7Ac@(_vbT${zhq2?^kQL0-o;l8n zG6TAs+{J4OM86##Qsz?8g!yOtr4k0@V6;rqgVojvEXiF4qZS1BhCCdz79)JHyX>;U zpWQI!dz$Olu{y$sGC22GOTh5;w6)eX(=aP>MC#fNU83*(x6Rgs`1f6ar+1eH&{}^7 zF3Nmxhl$MXs~gfAVVLFc@{IQ>!dHR>6$6K0Q9OEvYu7l8J^$3RqErct(j!^>?|cM` z^k7YpJm^J!`mSH}nc0MUH7U)GhvWFvY!9v>ep`zY9L|+aFVm+OKfkPr<3mRcC ze)FVOyb%fLwMCmI*02M8N#Tyc$VGpc@v>j{Dd`uG&kJ8%yu=T*U9Z-Q{oDuibM2Y0 z-+cf^$j8(j9!fBxWG-WvV@C9W@-K6>k6^UbFZ?&U0adgq~?HQn-avB_yUJc`!i9-&0CxG!;r*_XFGK?SH{z!l0g)dB< zyLO_|LJ%k^U)Vpzu7x4K|13Op39j%_EJ%>J42-m|h7OnPh(30#nKRfNmIU-S@a^!2 zNryRU!!5!vd96|+UpE}4WG9Osd8)$jY{dT4JVHQgQ$MQydl(pxI`(i{Jb{5@kII_W z2;W_ke3Ab=!CT$69Jaq+0^@&YO0a>50!-&!2~YVf0W5pOP0Dlk}xc_Uj5C(R>7&OM&K^nU*?pnvW8YTSSJ73hu!h6U{H zh`CPr|L=3#<^)RaY(L%!Lp8k_*89?c!sU=W^u!a!m3TBgTNPkfR_x!ka6=ej{#l51 zJ^{3opC9iLT?Nc<3Tnf1d@v$mMTwPkf=S8D{J(z0_jSwdPFje<#D=TiOiuF}b9%KN?w1|lEu?K*Y|$OkU- zW~h_^Lr#;-DZT`x>OS*1=@MZ6RMqxdR}3_FE(a6kd%%o3H?Yq#kvQiq8eW{|fO`E{ zW?>0C(9Sru?a_Z?!K^~a-XN8FV0w-Oniv z`JNfmbRA4@|0p$=vKeT1S$kjIi2+tA)s;P56Q%=mo!FgiV6?p~J6G2psFT0eX}nnv z)4`F0JZA1do7C@N6DNs^R4iAdUHvRwggP=*iwJmJ>dehlD@lUvi`ubqVY)0 z1i|cbpO4{zF<|~p4YMq_2iiL{3HbXFMx#uZ-D8A-v{z*H;S&Vs2nA)n%H2%lq1BxS zC*oj=t@hZNxJH;>weP^;Kr8cjtN2KGT5Q{DP-HClDA$+ivsc3c%>Fptzd%bl zQcovq!|V(BGu9&|Krf^xlQ0ixFWmG>&j$nL0m-zT}A@WP})N8x__h9y#U0ax258>mdWD`6u!03N1F1`>N8%&N1D)Mm?eXx2`hEuHt z7T4VJslY;@vD~(CKgW6=(XAxPxBqze}Mq6cyR>S;^&dlrc6+rJ*kJ;744`U3u?3J?reO{u-Klv+4FrO4+ zT21voV)71b%ABN z%}j}U6Ud9MYd$*>98mCQ%R@nJV7*Iv-#>q)2yz zcNiajx^BZS8=#h)+jYup4~&H84YM!E0R4ikRota?V8j&F-f%w+Wb><6r{4;~m6a4Bu z@|%kVWP@{K%u6Peq3I0+C58MEnOwfK=TQ69U z4!+B$zXFqc-}cqpa>0yAM@1G-7s2&?yS}eW2iBR!ei}Q$eQQ+jl!)j8{aQ?t?)`3< zX;im}S)PH}%z{>3iTyxdWfLlO_#BMivU_Y{K=jOiOBM0*|6sEC`97l>H5h-C-ECEP zOa*3)4&rj_SD2d^5{&I3a%k38)|ev*`d6)7X$zhJrjYs-0ks1}zVxn1+yp?TJox)3 zu@?p>2V%HZwE*3)o3ALF0<`>n^c=l0V3=%GI&+=q)pL^dwqLw}UZyBn>p_E|qqfWZ zueZR$L{rO}xTnC}^598t91nlNWA7gYw8#Gc-=j}9b6YLHIf)bpg@VSs``9l1H8DQc z4abT<9w0ZTBDJA-cmIte$hd7~gk{%p?875Dj@vRgbx-kR*`8ZSg1y&I^sdKV)=7yl z{Uw}{({`3tCL_7#`Tq0g=5SyOa-VEd!x^pC!{+ykaaP-6mH)jU?5BToBxhTU;9&mM z9H;0=99;TawrNrYXIk8~J^PlB(zH9}@;YIpSXpfMmvBY;R*%dRW|>Ha#LCv`N}Sde z)>_&#jbk{Gqi$8#qUsqdfry^5H|$zlD%-@DSW$#Cz;rel*x6XF#g2^zzu z{>_qs8k#r~#+K@uGKYVI7F{oAyfbjx(UF!Dq=+3Qwp^{8_1M4eSD?_8B~sQ%TvVaX z;7p{SQJzf)l6P`u&rLtXb`9Gtz8BZw(CVv4{4e<6WY+ZlW52KCh*6B;*iryeR?A3l z4I}PHJNv!Go7FhFW&7YJbihGQO`oz8t8j$H( zSd<}i_Vsc+wsLPeuX^A)PI7LRK4Te()LjFTjxE7B5E>D8^t2Mr?)LR62)c*E2lkmd zX+FZK^^adIIn^OOHvVn!`O7$Vn_TxvUKJ_rKb*3@CSq&&PBmZWN*r3gpunwBfi&Tv z{53TyI4pk@D(c>I2&vi6p=d)YaXvA>`!}oM$fEPP*jwLmnET+s@gEg9)|tohuPZ~E zoyo~MI|@#uHyG?JkHO(Z-==Z#f5_l^xi(;47yDlJSifKXieszg=!5pQNSYZ=;mR$* zvCm5`-ODoAru`PHb((Sf{m1IahC7&BobuMCUIBlpXD2zGoC|Tv)u$-BUjs>DY*pvR z<&mPQC;Duw4vyQlX(mj^BI8X)NwI4dwy%H5IyfVN%@SXIeaED*t0vHA+g358>m8Q4 zHgX^1GH3y>G&Qk3;m=oI#!eiTPH1TN`-3g@UCK@p=GZItV?h074UQz;`=QDDibdxS za)y5ns^j>-qcPP>dx>*#68Tq~f&*2-KIFcn+=;bcO8y)<(~A?X1~D6C6mjrY$;0(~ zT5(3)vm$f$7q%p2&2PH>6=|O9EjUjfMrwcaS@viDF5$?%n$rA5UmR3bs8MfE!;#RZ zTMtdWMapIqoeL#NIH=?!?K8NjLc%0c3H?%iOswjYDTwuVR1X zXX2Rpiu?LBKdh8~AQADZ2wNp@KkjE<#pdXzwVV2nucWp(M^>MM;Yy%`m+}zK1i}2Y_UGrUf7jd$w+Eet(5RN$d7L&@|anSttYdv{c zq&!q@)wN&7KDWQ#p&Acq|2{-9QB2{BwtZuCnPF&e` zzE8Uuhg(Q;PyJGHNV&sR;?oA4aWMWHa%UVzBR2fle=7=mWpkC-q?2)wUDvJi**+Xq zf6@MQ<7y;-{jpzl{a)fUzXmno(HIV}G~RBZ3lsP6uxEAY z7Hmx%?!JAJg~PvXrY9s%AWeQC{tdql4p%(*7@yBTvbXUk38!1wJ8(&(D=7rWou{s{ z=deTDtu!)oApnQOGvp6{@SXuxq`Q zJ{y}9_P#Ga7IaPoXY4pc`#wkz`LW}|{OdX#n!Ba+z(@eQ$5v-Qn%RRxiD^D1VXa6S zIW68*KZtaVI<{w0fc;nU!%}@dB3*pn$UJ!j8P1c3k8Ih4<88ava~x~Isr*ZOBm>W2 zUtsrKQuR*k=zQTzyRCnML;qlOoH)|3ukNwxKDGa3xV~^M_v(1N1ao}{) zotr6(NbNdyecyZqlAly87!yWl&s!_Jbalqc?P?jj1_ZICq(pvLsuPEA#-IGahDd*T*x+#Y5Keyi z(Rf3Z*gHAvBeqK$v3z5$My-}Pc8ZDwy*&6F$Jq3Wq=QqCd6(h6Nk|hX?5C8}GJ|mR zZt~A7F8N4N+c$b%uK7b#Z{hGg9R4~K284NWfi;lMFn_r;_?NaK4cI$%qT+gBD|rV*przz%87}&-q-QPf_e+1nNPq4SlUaBf2L_+|zsc9b`X>j4 z8;LoRt}T~cWE(<~?ZwHgY*VaQm44!Ex(70JTmO?+)55kK`?qhRn+aZ0+V{Y0D~>_L zP+Hr0Y_krqY7pzhVDFb}j?=}l!+ic0KbJ6$tUQ-`8GZ~0?oTF59F9gx$(MNFJC@ku z%`<;?K_U_vjh@0Ht1Ga-w=78`_!3gDsc1At?nCM;U6KD7&NyXZKed_bA5s^aLc=xP zup5s^tg%>ya}p2Mo^MFQ@r<7`+2_QNyv+A@jj;j_T@`pxJQ|6e4^!J`v)191F1!o! zGsWIT?TUfB4E*ge{B}+u2%BrpUHf^9nD2j`EjKcPE3q?VEeCm5AXbL+-4*zc564AE zOtNJD5WLGc^j4S`C;v_5>JOSD?arDfN_wS8YM=UWK~5Z}62Fz{h{<8`vae3;Z%rJ3 zQ&MwCLzVoyFslb_FrhoRK5FBjY)&6fM1?j%V9&a3MvEz!2{N>%gI7FE)nAMrbZa=pQZj{7+-?umSO;sYT$&F29t2uV|e8e);jeK(j42pPY@h4I&?ensIUW$ zZeO$Qa*_p3C`XE~4N*jz==#HD8sa$3eJs7|*)}A(=DV6TR^p(Y=Y@@Si8v%;V45ae zkAw2b>(4EH!qGWTeQ~Y{>=pbaruv1rk99)pV*L4$c7eC${v&Q2iS)@ERVshLsWrPs z4#l`)zh>~dBQN-{b0q3R=~*shSl0`#a^%8UVJB?e$%TD;?_SJJK7bQ}s^JbH={R-Q zL@8j+O>C&Xc73W;oZz{UI1P4Jq)7Buem)h0(}(s9a$YFIiGj}W%Dx5czh2RB!t4Z& z>6d(Qu#Lo?ICDW-wi&kOe&&B&g9P8%vPI7RH-??rIexrVqS&}0LbmjaF^>Kty}ilZ zjy=_Sg?DCMuus(N_*0R8I6PFT6SUD1$)VdM`Ui(`!IG}@{mQ9E`FoV)cb`jhz>(;+XJp{XXd)I&S&P8Fn$<&>T za~U`h)A3E`eLs%%7VHhW-Av@k(OY33PvPKD*SPCS9*%Jn8F6_nwp+(c#Onm$*kh%T zasR{EpHeQI;ggIbV$&TD{#g_G`r$$5iD;b63Dg=p?t#PcZO49o48(B>qpp!weWV;Q zy*B99hJQjWw*3?*_V9n%eLcnnF{B=|Z)U9xzyV`FuM*ykIQDWpF|e+OXy5usoZ zAmi{we_hK@W0>)0v3UJt0MX-Y6Q#Vj;P4~crJT7uWZd;RHU58N1iPZ1)%9(a#J=X? zQG@HBaYBBtiujIH99!Pbn4v`^K0`FmuL)FBwqamp13n-t4T-Fa|?r=j_^*hB2* z`j)YaJB{d*9R)mMd$51U_HduEBBUyoBsZvr;=tW>@{>5?JVftoG*nN)iHKhRtuARe z7W60hXzdUVTls&bXS#;qSjU>b;bHG_ENLUhK$jp+e7y4fSWN^@sqItw?iGl`hX0YK z_gWD>)2TN9eFTzqE3}iIA@(XSs(t55!_JL%kJ-yLkwPgJ5t_V!BiXq-J}}vkVPn-u zP0T}T*@h5(PD0m-vFq;dUdHj7Z$CP*L%+FOq*Z4cAenVsYY~`3cjmdaNA$ z5n9zk^m)%H4(~@ENG&uNIPRE>gH*#1_AEc7_j12m_0SZlvu|<@HxcJ?)$MWW7DFsc zRFGwTU&f){>AxFf2rf&lFI&A$2wS5i;|3EBV%r-Lg{c4*k(XlT)^(mZJ^A%p02dQ! z$JLLi9HM{Xi1Gdup&J~S>HefR_E;shX3VY6$si$(^fvUEx;N4V`Z(9VX2Zd@qkA?F zxMAP33#zBuso3*nf9%EeBpmu@(^Q)^iNm_Gr<%{jVE>yvnTInXqa+$&XLnR)`ra{YTc9vk8K`Qzul?RbNfV-EMm z#R-4zUlhDKdj1R!1PPLI8WV_|AIJ;$SHtcdmhYWEEoA6(}HzKlVKN&J(7iEYd1_kS(}BU zUCe_%r4$_Hd~IFISj17$J9Z{|l{j(mcZGlY{10pzN*xuwQh*~(lKyQAaySlAqNU9) zI1znf&v!#1>^O4Bcq||SCyh0iGPr3(F8@)#FgJ;mHElt=_52C{FcG!1Ekx>|#hmJH zLu8!!{e~+g5eLb|`z6X+uupr%QSS={$0v0*IrqsSEia`p(Ml5sH6}iP$%?`;j{ASs z4sB17v0r%bMhGC&FR~f~Ws$yvD|B7T9h?w^2XyLuMk^g+%w z{ZUk$-k9_74_6ts4w>YdFB3XXR*a#Z{YK35P#wi68T-~Wetu}wh*Q+nC!`-I;?%*X zXF?=*A#LdEFvEo4y^R}f&mUO8k#m1q-=~&BkVM*bE9F==_UZbG{P8-1X$gC7xcH0X z_ET=eNFaB z;DpMD&U=%F$oy4!ke8Di>q0m!1g;Y~Lmjs5w|k1?C2{{`Shtbp)S}iqz=wadu)#&% ztSO{zJG*$@@DNT%m@UaGhTza0t)1%$e(9kaZrZp(3WxYtZ}`u80I4?*m?%%|#O$1e zF9ipPTs;@JHu`T2PO=ZErq45RILvV?ub2gnE#Zmk0s$fiR(s_6*kF5{n|gmBH&Rk+ zAIkjzB>y_9)TU5|W2Z7CqhEh;;?TA3%?p=pvB&j=Zov9^95jv{)#M z76-AeS<_trNy)wM)~UPTfTPG(v+D$pQx!b-7?oo`#{rUk-!p7jr!;>fSe1-(Z}bJ? zx)pH7aNp%;yialXh^oA$KsWXm$sUiI&A{=FY|bvxS)3GkJ18`N1IIWI_+$@tBfX9F zW4X=_DM1C?yRv$4*tf}-@pXmZ;H7=bNrBkn_bN$wjDZxBk*e*JkC2u+UX{9yfx~GJ z3hy;pBXwp)PPKlP==XoB4Lu%2F3p-I?@T>~t?zapJxS=29Cy60=~f0#Z5_~Y=q7Z~ z^pa!p?PZ)i$@co1wjfT$d$_zbD8jL{f6LW-*CXqw{&2IB0#dFYFTLHi9m!(%^b=Ta zINn%S)oPTD9aL+WugmOa>IT0SS3_{{*tw4Q7B%d(RK1sdKmx~0FMN=j5kczD<)9Bk z5!ltcsKYb9AA_xy1MDV9I5u-&~$fBZf2uoSQZdmoG=38rR0LRoACvKfT2%yBgvIQnGe;E7-S zIADJ{+f*gmi9NoTpHHnlhC?%p9T~Z2aAYvTsQ>VDB;R$JwAjSj3c+&R+3zTLl} zpHoh7tup7MzB@!7HyRCYwZ^ggmtxz8TCuH7R#?504coX~?2aDeLh=X2n3RS;NT+^t z+&OH4JvyChjoiQE$m)Wd|8=tCaA7EyM?-%;4o7GUZmICZA=k4>Pe)U5W`~!3qACa0 z^}>9W$x|G8d{w^nN~;&;tjoR!2MrZh>Mso8tVr+&Wr{HlWxaZP=gSdnk#W5>b6yN5yOn=Z zp2m7%cmLySCzY3wybvmr)ZK{WFJCJ;XPvO|k<94R&L2oAKX`oN3I)e5sc4e+&mrlT z*x797UQDx}OI&xZ5hn%Ld41mNj~!>@Wy43W;$X|cF5QpcaD4MpnRiV3OMpr{}Ldpg&4_}-SfW7WL z_pmuR?`1;~7tWWTq;w4i<3u{Y#crKE9Ez-YIh1o0hn7FDVt<{3y@eUC5F>rJ*3KQ_db6~%(J!F z{)L?(!D~F|*joG)`=8!1lzLo^Wc?EsI!E8(%-Y1VOO^FV6|-f;eb>cy&ZF#taGKcX zzy~4PL?7R!P-*UKjortOFIaJ`BYOI!ARh@Hq)a=$3ofj|#>LUSu><8eep#S1bk`1S zVEeY;XHc1#>$#Cn)8I# z2uTu}8(%*7iqr#%`TYdH&^~|le!9?t)by?tJ}EAw*&NtkAVv6X?1#;6mBb$YjXpJf zY%5khK56{1NFCeEul$y355NiC&u2sYiR;8?8_&DHB=~sWv1GKxeu;mL8`Vp0;IP}Z z50~vpI4<-3>AoE**mc`)lkwxj+84xj%sF;m8k;|8Xmz7pp*^5#R)zZ5wf z+8#&|(j?)a<U#`qari{|(WN>+oD7hX;d6h5WpS|=B}}EUN2&R* z)m1vud^pY=uVu&a+gfbZxh6P%kd1EEM)Zk34|;@04vuTo=iIrom&k**n~kN1aN@b{ z@ta?QkdacwFYkDT=#M`_PpfhwMUUz)8S8-catqDivkKcsT91DZ4j3alMws7hNq4V#_hp9{$Sz;P|3utwKNY+(!XZge5e;j?*Q<^qvt z8$4I5*UBKdTJ|JMbwASU>bM)z>u{=~Ih*f{Cypc}tE&ZfVi(Q+5%cSD?0J6T(4kRJ zWJ<`|PP#PW5U+oN-}RY-SUP)ls9Q%s$_q=SPZCD+Vv9zs&i$=KkZ3>>VcKD7AZ zj{PxQMaO?4>am-Z|IV5jhr_*FTc#C=-0?baLOUW3Nns{mWHm-`NJLYpQoa)hH;=u( zFOiJ>R@*L>@6yMaqd^9dQwG=-^Z25-e=?2;{EpztX5iE_dS8cJGSa{7kz?-S!Lef^ zQq*A+g6|UI7sejp+)|16@VY3Rs@l3w{w)nhYbk$MMAfjvO1-o-WC^?Od~CDLlE*QjU42{M`{MAQl--|t*I{k!35CrR zf;VLRW!{BlVq=%G07F%R@FCro9AC*e_T&9pQ=v?pTz{w3{p?Ov>=4Pw@3W8 zu;GOPoz+_t$5WuQuWBLp>_Hgij32c$P{n`$K9F42oVJ1C?LFga1s8#q%wDW6z0*Y8TxwmUIbnf_Ylry^lGJLEh`T{GVgnc{p zT0k%KoRPh%Z(9V#yr;DIi03LS6rKHju@-tae(uTc_yhxS)uN6+=3(HRp0w8&0cg^i zzSs8MAF8Fub>nuGP-C~&%1E*Z`Y(TNcf9}m4zxx5pt;}hhM`2$TFJ-)XvsHwu9*=6 zb^ks@RA;!scvHsW6IBuD-h1Q0@ptE-KRLBpn8pKRF((sKMKz&I`X)L00Us1Q(q(A%Zukl=Tv%AuF)5HYeTp)JGEr z*tUK=@8$@tkG|_w9oK`ptv6#D(;!O+1Grba>xU9L7GU(O-tq|>hYK`5 zcT7Ut>zkdbC;On;d*|J}ABoWSmsQNexCNyl0-5JH(_rwr+P%aLWcXz-l`U!F1bxM{ zC%ZdTppvg3sloI(wCWyeKQXWtCcNDIcYJsX_w|g7AJILa|6hOf!$TsL(Ej81Vvz4ol`fM!MTs+zi zy>z;K=-Sml;>l9$>vn_oCny#Z{1B?PaE@JyDuA?n_t=l2oiISEao7|~hNh$cF1GDV z$E$+sKl-BBprgm^eT!W)RK6d!AD_PiW$llyH9mh?07~bYcNae0f_?+G(h>JMXqC}C z6L@0*x{Kp>CGK;9miG9OxCkC7=WyJ3IYS#pNPq6;#1sID)9QiWU5vB;n4T2 zVj)v*0476yhKyrY!+6Slv+bg8P^rou|10t(^c)=;OV=HRo}np6kGy3l(C?F7r&b9; zC-i@BXKoXRW=hNsmycIqVEUi<<=yL{f_k8-A;SgJ{Td&a_%Fbly1!Si=xD<4!|!zz z>yAU8an{?HuY_TsO0{i&!5tXNtGX}2x(9<1Rkz=B7(xj(alT|nCJfMA2e;5yLrc26 zo3pbt6dzV*pJCmCj=x;>{AK(=x}@I!NgIFukEipFr}BUQI6{)0N;G7XB2)<1Nz2X( zA(T&|Bq5n)6%`T^k|ae!$X;)I@4cO4Z-;Y^J%0E1pWnZS?)SK^>-BoR9_P^wy87R6 zC*(ec*|M7l)V%3o&W5j$wUZm#D@7ktq&Og)vUO0viV7xpZ!a@#+Cg`#dVrrUEmVKY z*wcA17{jbgv=P5`Im{i6QB9(ngaVZMJhRyvn*SS`zgv)peoM9f%lk_O1)VcUOd4{BgU zc%WkQof}NDEjH^t* z`=J8qn3Xk)pzaXC?O{z_z<&-Y{eGhRC3GB2?Z2%4AD7AwT62GH-xYz5sHaY?blT9? zL&xfS3!4jSf8Un_IneQul3-WuhkVOgP3F&gL4R!U-&ZwXA@-~EpLuRx_$W28@0>3l z29+c0|73PT>))~dp)LvNqSzME>eE4w%$&^$BXj5)aL#*MZvg}g-d{uJQjoQA(e*)K z9MpO-tDm2fh30<|dO?a&3UptfSdWfZ!VuTDk~#7J{t>jMclu{KT0S4ycoN zEWbH*4>Xz8D`m8)pu=y!L{j}Z7*e~nqCKkyRZ}Eh>J5L42jX6{Y@$+_Ia?DD!)pq? zbTqdU-*v(G##hH&h7uUn#C;90VMFm6bpxeTvM}iOp}^G35!&R>xul5GHnwl)RUpxt?oeVy8@JT(WvM5F+9{!9len?9|)t*2W9I{UxLyakFUSf zOHqWVYA}D-kOg!~X*zv!xCYg>`VVO1tfAvXCjZ6*Mi_CsvKw7910$@FBJRiPVPv9C z?%10h7`S$wZSlr^^sAEfXGTN_ZbFh*%*)b5Z>CCXkqm*UgF1-q3M5JOi9j^KFYbM7e2>|gUsVPo;|li zpp`nJO(<6#6?AU+-Tb2swU22I9)2zY1A2TP6wUua-%YX4_bxL+!?r1_(U%qI@6z8( ze#ZsTZI_w7^Sywep_ms7DnLl@878@20et&h-q*@fz-N1SOWo(kc&ygySC$5J=KPd& ztgU~9G3I{{PTn?zvg^NfpZ;eA_+Do@UEw*XR9zeBx@`~raY8r69T=fklp^_1-4^nB zTIX4QQ-@PI-#9)=Ov{P2ztTGtvC%Mbqi=?>ki<}mk?jcZcfA6*Gg*+JN8OZK`=?^W->N@PP zgU~peCv-nh97Rm6e|8nX!}#VgJN*-9p@+GBvp!%y#=XiCM(chqo(}g!L|T++0`~o}oZTk-bReg*_l> zy1nSqcnEDPE4Qvv`$3&hvE3O&M&DPD&@Wk*qVhl6Z1iuuFwWw$p3}hmMCWn_w=)+^ zT$4LG(i{VQ47LB||Jy}xDYt)~OZrW$NimwRtT=siKJ0=F*bN=6MGpIr5{hEr< z+-Ov^->-AzA_I&E5A0>$2uB6tukXv-F+j~fHIsR`4->?v-q81XQI;Q*Lw4_dh4o(zBZVO<}A&()CL z_}Juk2`{vgw-RU`^1#&HH-ijf1<;mAx0WMQ0uuv)oyqQ|Fwgqzu1C=-be}lRcZJ3S z@NKlq1g&Q1vLO#YzIYG_aUy8{9|AO66BL!;l?QqWl96 zAn0B97P^E7{0)XDbOV1QkiN)!d*~<;2mwp%nxkRZ`BEgPwkx5-+~>1kY!cwd&#;sG z%TcabU`ADb613D1kF(b?K)c=%&5;5s7-dVQ$NS~Mz{_sxv!9+p`k=qK4?hERvmHFA zEJKgVZHj-1hvNa28%uY48o}ttUoL*yt58@y_AvjMB>FAr>qdY1n+|=aXVz@BF#l-M zB#HN!!XTgJiQuEdFc7za>)6BQrHu2#ROT+=3j-{`&lNIzHSg7#TR;yTuSb>VHi{rl zmBiO!eDi&;@Er3Z)GBs!y?r4DBhJ@?H~b^fNAWxK5Q)>CkDe zN_$s~3wl3))s?OYfa1%0b(}YnU^=wrVeEJy^sy5^up|pXk9EUWwuD;1cgGVA=WAe; zSIO0qzX8ThHl5Uea09v@^haGfjO8l%Nhj{kEWis3shsjyfll@%_7g=W&~`;dj*WpA zI)~l7^a_7tq5F{Q!MfW%KuEdwqzz8OK#}#3<)=+(dn0uJu5>BnE`4ZcDdB=9-|j{^ z{d!FQ8FLdYt)ZQpN}sB30xD8vbJ0J2=pNSK6)Y8in!p-nZ{>BE&^+x>>}v``EoZEC zasObb@3`sycrWPqCitnaF$4(T4j$U{p`aG}7`1=QMJ{L;DEg9WB!ntmCOU%Nd@37~{YHq%W0Pvir?*_$AnLes6`42nV+mcy_i@3Sl}qkoT!xO&B=rj z1Dqq1F##sqmcLG4h=RdT7BOX4P8doX9jDG)B$JVWAB_91l#YMA zUxcCVx=6Gs18vkE4jFI8QEgjpQ<5VsG-%@;CFTNPF8q52-`^WB^z2xBO=AL#L|^{9 z`{OI%-?NL>8gyX!03TSEjIE>lh3*hV7RJYl&sARPMABAw4CHW_f9@9yc4k#Kyqt5E1oG$_}UZngoh3hP|vp;L*pPq%$ z7m`n6|HVMhjcS^|0=Ho3vrgf6@g(Rt&^SeTg7L+>&BIaq%%HZPaiXuG8QLoDw++XI zL-$Ks4a+Pd%G?n5pR6WATfC^8zxFez1fgiUBi1nW1Gs*=3B#D=mh zzza2b;n9>>5$M}xDoR^7fU&D1qH2^IsMmc@l%IJNY6>}Y2j63SnSM7f=oc51GN+rI z&`N@KXKFcFPcNRCam@K+p^iV?4WZLEdjB-4bcS6nbI(OuG&q5$KO zb#52#+M!;CeL(o2fh>cnPhNdN1%tBZ*3CHjq4&|hA14<=pwrdkiK@jQN{SjT&}V6d zVa~?XWK-Iz1-qa4)8-opF6IFVjSPopC|g2?==jYXyQ3b#9)x&dUMGH4-AgBog&*)!3A^-ElL)UeI_r2PBFnT+TuF8xL>N8fy{WxTxoseT4 zbFY`59a>X=bsPG#==@&sS3>JY##h^o=b)6!v7^7u1&VYQdwB~PfN+6YK9S7}dL{S~ zA44(>9R6T-|4c39ag*rve-q}|d zz*v>f_x6-o=#OR;sQGJ)@_lOUK4f}9E0O=DjBy_1@!qm;aK*zIo0nW-{TMV=+CThf z7!6f_hnN^j05?F$zt`ts$V+PTcx^3IQcfxT<2Hg?=?~YHzQjT6Ew1{xZCa>LlgNI< z(~dqDQf*N4QNgfZ?eIivBjC$a3?4hah4#beSU0}-LtR02>eY2yAV~goQfbzP7M8rC z$ewHP!|1#*^E~ETgA`fT0ecvA(oVQxL57hKmbdM8e;P3K@>|xfNELMG1;4NVI|#!z z>n6cDF3=!$&_C?aI`o}%<={$kMCs~UY}J@v$B3fxr>EkeVfT*AuHS8lc_%HANy0%3 z{p97Y`T%Hqc%$Wh;55wfhb~ylJcMfYJ4phgFM$xQ$QH|<2+2N8&r5XdVd7$(<&ouT z=y>8#e;$IIfZ*gDvGHsglM))XxRQv+x{ zOs6W=`y4vFE*NQeUVvuv;iHdc?*q!T6`L!^0sinz_X0Lo_Zh zeqZSp&La}Woav4S=lY;@x2I<(m?B|dZhYkap8zubC}J{|9C7+pfJaJ&D@Z_6yP}4MMwzMBbrTT~xX~z}tR~7Y4*| zzoYh7qwjhFkBV9CVZ4)a?09+#ObB{jH=XK*uFh;Kt_w;qVDKURusY^962k%m{E6V* zav;p~hy{=iS={lVHiy=f{Y({c37GHFe~)}M)Q3n%hRUV~rO;%XY{VogiRH4{*jKI> zp+&H3ww;s!W3S$(&U{IO(E%!ll2L2a;w8S*%^wHtUTv0__&HFm`;JCbUI?^izE3>Y zo&{}3i0jPMNd~I-zt;Db*FxEP$Nm^yl!SJBe#uuZ_AtgC#<|~Q2^z1CR0zLhf`+^OFV8yN zhmW6jZpqt7LZi1~DuZP$w26I9f2P)H1h3|!3N`z2P_c5R!_I~cJ~l^;AGK|Tp6h%E zKM6QNo1#rw?<;2*b>L}e{07h+up-d2zZs^7#r^ohe?p6-hg)2nBqR*}6TdZW4~;4N zBPa*PfFSyX{72Lcx=d(-&pF?Na^y25;qf0z{=_QhEZzzOs%11bo=iZneR4d^3Te*ba7JzSOzwIABkL7@fWK-SCF)(3B=lg5q9Q3hibaOTD z!DQ$DgU{HG!l20P)wEysC@J?}hsTH)j6J`&B*cs9+1|ODlEzugXJ!-y{?S7dFWD@y zR~D6-OzK>8+J*vwvcj8wf7hUid*7)QZ#(FsQJ^(vV1?G!!-XSqVyM-%!DNj?6o!wv zDVy+@p>F57Te|pKXrC!5xuZ-4?SiEavchGM%~5))a9sw~cRLF`Qo_MNrS7ROaMCd`dWZ<|et-T2#u-dW{wsy~Fp{Wue`>$D=Kp_>z9&3win z*qF5GB-N$Dq9R#I*ZwRJpU8-kUKzv6-J>3ie-vTkNqYIkL<=DQVP=T@5Dm*rWs-@$ zKVWlD@YJ6tNw8R@S$U})4_h)Ht<^8j!)ox<{DG5dK)Lzze|dC;2u#|Y_AgrYg3Y1h z$psBZVDIaPXH8U(VKP!LOJ$o4mbGtu6sT5)&7Uvbgf}ICxc}~Uh-nOLmW`~x%DN5< z!MVrOVimCGD#i>|(gJC4PC7F&4Q5&U13li4!>ZB8=)sr{L}^0qBd z6yAp>ooay%f4jF^XLbT$-TCYJJ5A+T-XYZ&3M$)43vG-&CjDbV6&t!yU05c=7lRl zANijK66+Jotaf@JCoMiI^CkeraqC6$;w6~#zBMV}f5{9>E@g$=a~7}`a^1V2_YKUM z3rn>uIKi4kH-Y!wNg%iQXC9&}gyj{liJ1u@SamFhqwe&uuKMwSt{wv{?FNnfIL{3$ z<#YFnhK+#Ise5Dkl`N30E?bQgOJJSfQhS>RJ9l^Uk%y=1U|H+f5re*TApZGsmZ6Ce zh{o;Le{&fUVJYXV!@1?Fux9&cyIrUh$bzN$y~7PK6)*YgfkGLOxW(QIIT^!pXU9Lc z24)~mKW;-zm9Vi}WApW0K2T=YPnM}!z>*&i=QZXBu-Ti=rgq{FEL#4Rx*5p@q|wK> zw{QIi+p3XqX~RA+_tqd&{HHza()ws04^Dv1f6D_!?93iO3TA1oJ5&y9UKH&Oo8vH+ zz{ouH27#~W2saX(>oiS=Dbj05aMk!1L1jbQWLJvu$=53m&XiQ_7jGVCdA*(Q2C15!Y* ztC6WatRK3V+buH>oBx6)FPt}pm9xh*fB!9M!FrubW+=@ySW&fXQJbZK)&Ho!U1^es z<@<&9<&Ie0eh2ouM)ASAU9%>E(HqteIvPH7z64uKhF(K@FM&cho|>$A4oCH^|Avl8 zCy67JWTa&i$Z=}dN@YL6O4B}X7as>$_hMU-_M-*Le^;L> zwk!jnEVKKpip0TMAe@$o--1OEtqajB?_lbbpLlxWGHm-CmbchD45YnFXDU)J!RAx8 zQPLA`SnFMX5=;FRNH=iwpB=4%GC*sxGZz39dxgUSA9-PU#B$`}fgiAt>iXbuQWnhe zFpVDY6oQHF`=Ms+^04+(C9_bfe*nlFF&~#~T7cBJA*X2Y9w@r3ys2v=uo9X8$pV-T zu@!_(gnfdAgzcPu!fR}u?I4?(86Yoo8Xxu_2eRFO;N`PYu$pGL9SStCE;g>>V1hj- zKY*-q-xY|*#(qu)$ODO8LszNB4%X??eLpSkgUv5`+;4<~Ve>HQE6s=3f3VEfQ(f5d z5mtsfXrz!BOg1u=YE?1A8ejdDIR16mWSMmxydDcHU+_(VpRqc|;2aoBuE0EhK$dG+ z0IW#~H_QkL!AzpiKRvhqfcz=D$K;7Otl}QEo5)=R;)kQj@1Gq9Qk=q_3O6HIEp9Sf zKFbD_|IGe+$O5eB&ZkA0m)a>>4u9SL2;|(2vg-Z3u;sGw}ale9b zRD6|A>+@c)a`9^qq>aJaf2vpgsCi*2<+{AeeyqO@cT4u={sKw|16|qG5?Imyy-q*X z0ju@{V!eVVa8${TO`>)lunt0E+5DOB0xO)HnQ8ysm-H%HbbtSrq_2PDg$-G5``@qA zVJ)qT>q*`oP)y$zKb?{W3O|44!MR~rqce}*e`XKJrJJ8KZr*~Gmv0$K>D92*v>vc% zaUa{a>91q<9*x=o9}Da@9JHHrL~+^r$70yb;0=PA2CiKZEU8c zzT*eVot>zN2Y=Dn91p=oCKuRFvi>l!RS%RF+vsIkKUnP*{2hNN4R)!66{U+RfqbTB zq&GPQNV``8H7-fO>ei^|)`zRGQ(WSm*d7QgKmU-W11`Ys?8|E}-nYZnjcTIRfC#Lz z+NT1p6jpB$Z)ER{!!}FJr(rumSa@MGDs~^!&o4c6%zq4yK=eB5yq@3yMC-$zVw_n( z3JvVsQ0V~D>YsOW%uYc37{*diw*w?oeP6YRd00v9y?5m~4UlR0B;JXo0f`RD42r41 zoUNJNy*Mu*$tjvR4O(G*l%P&KumsD;A}?!wTLCg3&G=DeYgpA@NR<2Z4=7X>uiaL8 zfszwMQ(+g80_$NzHU8q5zkTUH{n1?r>$eNmgxDY0^9#GZUf+S0hcWYSGmT-pdtK_A z7aNdg`Wqg*3B&dS1Et^3F2bT+sOst30$7)hlOGktd~htnA&+Mdh-_zSEC{!Ol6?P{ zMlD*(0`9bz5-wV60S}jcE?Q0jd$-LlS~dX`9o1m-OkL#WsgR9v%k6I| zd0{KC#Ufirm{fvQun+mCnFHGz&1W7q--2x^72VMuMWB49!M(qQ@mhfb3&SZZtk3nS z)BYQmxiDHFf4SZGHOR;dh>s)rDR=B)L-e8ulZhD2{_V<~JcS41Dzly)-VSyS%4PiH z;)NCQmCDukLfD*dRsI=NhV^H4bI&jP0V!3d*nkfQyHSp}$FuRUT&lVCram9bk53I7 zZim52&oe9YL|ZI(>2fEqTEO~Nf8E{SGcfUbAb8eAe;p|PBi~cgDq$`EL=UxcI*#UG zt?}fI7}$8!6X^av3%0K(|K;<+{Ke>N@f*L3FxS}7b7egS*3^p**lrKws9Za~?7xNG z^SKevERGc*9>1L-e={4?DaFSVEorc9e)UoIgHj;HyuGFJa2nQlI;IJ;`LOZvgK@uH z5|H-mf7KdXtAf>6inj^IsX!@;c+(#d3}g@HMWzZYUodQrbHrnOJ9pF|i!Ky4?=^*L zupEc&fjg#mA63DE_1SxT)Yx-s-G;1!KEp~Q_2%^UCTx5u{4=2X7t^~%Hwl!A`N0;U zOTZSEOR{bY_Qk^Lp7}vN;uF|BI>Y007psRWf6>d5u@Tla?o0_77y@y4-H0R98rJxg z$)a5yu;!!8SUyq+Btt}5~4_FmCOcZ{C%~yx8 zP&;cfj>>DDj^<4v5I?yymtowvc92yppYb`C4?lA>{kQ?da=WXq1NLCiBK`2fQ){fA ze@Ev^7c5}@Tbt?6#T?jDpmiY3cfmNZX5(ac8f>^q{FZrh8CE^+M_D`z5z7`F0FZ9&B^^34PbK_X}eM4A37g|G=k^vjKRCd$j z0Wb@1bvcaAVLtlmA+OOe5Gym}PYpi-e@ZKJdt-Jhth7>^co+v@W%ZY0gmen_xyjLw zr5N8B_f;1;{)D+U&C(xd5@GA|+mhR5m|iOTF6P`dhZTFWukqwAEWIwCc(8p8Hacp5 z-ur}u)wg;b_qr&s<1&G|o^k`(A=mMYWf@RF*jnvCZT|?Ae*)2_ zvA1OPE|3j(Z_I0P!ct{^C=*8tkRJ((jD}-=9JaN^=n(>>V?XwejrhSvmrAnZzB*X* zEqqkNdl;6zia!a*`NC#X+Api_1F+-K7D3Se2&DLczjm1_uzgI|*Fv8UHs>wl2m3Jo zTbJ`Z)*cR<@mG$WJJSi27;XADf99uQV~^3{_2=WT!70XRWw%Q2@r_pJl9Z@j%4;e;pgO>cny=L%!y*B$$)CLvuOm04)Cqe>T!54|~f`f69KD zgq80!7dVu&fh4bMsK06r#JxlGZ||oA$!_Uapj0@lOdCqInPB}J|IWlBEDQ4qQJVG> z;V_w+*SBl^2#5z#IVGeDVTt&kHc|5tY^X2ZIQ@zbR?GkWJoEM(e|G=M2lvEtuzdwd z4j*&@@?QF57uEN$Iw`EIafTNbt!&PxB+0_^t;zk~Us!-b)N;6g>=Z2CR$6>ItAKG! zleNA9mM3D~ummrTz%sKdbLIPPSdu8n{lc~b)4dN0cSbxe&{Z*AEDMY6oI-jI`b|Eq33s8s1N( zVS|S*T|rP1Ht;5$NrAesA?0!Jt9CAIEK_~^`luF2)xpv$KEAN^e!q-;6f3NDzJhxk z6+lwHotLpUS{VV2m&-R=mVbY+v7mh9#cwR$sN!qG6jx?2FW~NgyjeY4caX=I^eH;^Bc}SaAT)_z z{wVEFsKop+&}$0!c@>uVl1t{EI>Wm8e>Xn4bpXXlT`2ruG7wo-0)HjE>|xiy?3dFE z4y@nX6)e}BVJjpmiq$p`N4t?|RaM&r>%&KhWIe2o^kKi6BFABQ^}cxTlTO(BPxSg- zl?K?3P4`~0VFt2{!b}(=8|*%q5I^MiA8h7mx|4YnVKJ9=x-$n4D`qeEY)!DdAM4e7 zT@yQhcXZPWx4*ElxPL!;UPKF4ubsX9W-t@T{y_`{pACWB`aAn_KR=MIn3+DW{s*fq z%q*H2i$K~T&&(q%SKP_Hcsk%Lta8XUADh59`_tC-wtO2{{iM9tV1lU%o>35v1!OD4 zKyv#+>-#noHXIx*=B;>Px$xQF;U6BbyH(bpCwd2Fl?Ln$;saqzUhv2HO$|(k_cAU1 zd;?O8+jbHw=I8NQ-=g$WVeQOF)SDBEuvSaG_|#+;HV2S>(zXjw9M1iG_T)G$jV86Q zpXS8!zQZ0(#eXB%Rv!uR;`M@cCQTa?sybMyvyajFoPgz3kpPnyn9p2be=+b&0OL3+ zuHbDP5Yr|)Gp@42n!8oXhe2H+T=ge&D@y{UR6IC_O90D5r=lvYwqetNFSPdPJ=pqw zTh7jr1~w$CI{P;-1KIXVW|>ScklWfcOBy&}&ETyJ>wjxzSiYn0-1hPatS}ULrqU|` z@l?#k5Sx!cDK1LCP;(8|>>h1@D3XNLKXeZt{Pc$9v_PFOqB4-1ST+@I<-y|Vp1fBl z7J-t|GX8+&9(M2Nl9T@TJ%Vu6Qt3HtJ>{H==HLCWEFN>FAy^QWxdI;Fm^%cdl)na- zim$=WZ-2?_$NzN!>0MEy%si$)OInUgACCfMBHZB7Av++xVft554oxuS70^f z#q-m4a#${WY@n@3#PUDK_jJE>Anpvi{r(<=<<=A8X%6l{>V5S!PfQ)=MPJSDCAGrF zQF7-R={aoAab}gURls`lJH^wM=CH;kBB)U*2Y;(}W-nJyJ%^oi@$)28EKhXZ5TRSc za#rT9`&Wlp{Z#7=Kq|IZ;cV_R%)1WW9{LHN*(Z*Z2;-ta%M9l}D(4 zQcDAo|HC0%xdE&VJ!vvN&kLm3tip7mcd*@T6&~BY4;EXW5czLc14%)j*>X@3)^+xE zEq@!)z{=YC_w~$@ky z>Q|APqWca&Np(?L3BvMAhof^o|kJtuwH7{&W}hMkU7YNB6s9 zda%qatu0@R=@vdifxn0jwp((fq_Q#2tGw?#Avyq*yh8oS@sB`!diYeaXgiR!7)J%4 z%>Y@mQ7C_e7FHudzguxU$2eh&NV5Bl<=~*;Z%tod>VTPi`VBr`#IuI!GGF|0?JdXzpx_9cg2sW0do^BJ>RoLfUI$I#>1)v z$iG<*+OhtFjbq0557ke?X5q!17b(>+_bi@gsI>!j#ak=CTS@`x!h@#eSY}vfpW}8l z#<*>M+B47*;~_7#8TNV(Ot(2tw3g<z3TDbv8xyl?x~a%XMc0T1htB0 zoj*Nn%SG8I9hm}R_KkvN1}tYh7-6crrv&r%M*hxxjIi>M`_?a!vp_QMJJfdG2*`}S zU+OP7z}nfj2g0wa!M0vxC+=`4EDF8my0u9FlFp03Ag^6meXuQk&p-`G=}|Lo2QXdf zynpOcwgaq7R{mWZ+yJ5oI)CCOa}QSVWjwY+b+Ej>x>!CX3afrZPq|N6{@|WFob;j+ zwh|xV$iI_dSvgCW-s}o#F=Tv^!Ys0qx*#*{SfTgCc1sDIp*Zy45l`58Qp zX2Ra*qNXJu60G3D1Uka50&#NT0~_-NAhA}vx-M43hL1vG!zT+^Hepo}W;_YAURsYP zKNZ3Jy=$2x`kJt^6w=e?jpb&`j3W{az8I&a(G5HgffXldSH02AaxY)ngc+R61}>mCk! zw9)`1Iv$s}W_zHVtCM=up$gLq&v!NXuzmcrva3#Z#!)M6vpo>U^8b;D`EMG+u#)XO zcOBmi%d%$~vVWA1z$%Vy%)R~>Ebo=_tq3#1#LS^~n~p#j=XjXl$|(vfY#02}^|74e z_-{)U^7;cmyLw+b;i{zjCTRnBrJlPf1L;N zpn%!0GBen0%;x(+bspxU{Ucv!odlAJ%@m>KF>ISkhGN}lz;eO+#Jd(o)UcuWZh-%^ z29_hN@GBc>u=-m1w`LwUY+e?1*Tx6ns9u#0p8FN`|L=82)+UNIJw(+1tKW}!avJqy zoo8d6Pe$$S8`~VB325Mks&BSd0~+)|-F>&&m$5-wv;ljUWJG|1n<+&RjxOxZEEcF&N$wzDr4s7B zaFb-EG=}P4)F>$)Tt^d94JOaBlF;uP#ul1;rKom0NnPiyIQ-~IaFJz-L-p$~Q*`D` zQP$GKj^{=yX!PObHQ~a3)bo;&du%cujozK;s4e3~(=;Y`e>(*KL*3T%(lkOzs5>%B zE9jvGv|dlv=8W+}RleTWW~7KH$4fcM^Mo}rewJ{CdYTHgZT;(B)Nq25sAc)4!BUhJ z{l}1*ABQrPi@6xijdEM_VQ0L3eFK;AwQT1t)|7>pupo$!gRXQDU)ICbvOPYLz zx;)MLuab9Bf5#(Si>%8H)F}RLTJ9qmP1qP)u3wKtJt_iIs|%TE_?ZexbHNFE8?Gp@K3F+bk7pNR+U=lqZfyo&WA$f6R4SM1+;wLklP5p;Yp5&|Ew( zDjzZbv*qD|>K!hK-Qd8Z6|Y|LLeIT(-gU=QHpw)iks8KgiyL_xCuk_ALK2mRnUjlSvGXk~ zGFGx^KuP?RL}LLFb-YteDL7z&^1oM1JQ+-f!Xs1Hwdo@fKI9|qmF_GwUP0CW?XNRx zx@niA+%k#=-!-gP_jjY-W_n4lT^EEucBty|o-FFVXf!x(Fo=dN>GiB$Y@*(HwIgQ# z0VS8|Mp|2c(^27n664nk<50)PDaPbGhtN!TtLX2JKUjZU{z-dl6piLB zd}^0XMnBkXBr*f=XrkZ~oixK;G^GFSvYi$qc8*<~y!UBT$NAyv=Cn05l~o2cTysLT zvyb%tsl=esAFmIVtKLGR)%(A*SG+?_M*aJbtZ|`S{=N()fm?r2_oR%4Qmq#%XDMM> zO$mVC3qfsvxp+~_q8eWeHv{VB&Xya!6M_mdABLG>T%WB@7`Di*MZL*4uYXl_Lgid( z`sQJ#Xk7ZLdzPa;8ob?mP5aq>mmf%4GJo3!L{P;2Vsfkh@~ zROec=aN%z)s%YwnTrzM%RY{C8CA`;A$8KtIb%Qk;t`vUBE2e=)B#ROshpM31?gOEV zU*ZtncIUIe!&|8Csh{65mg5k2td5_GIu3Ok#?M*|GNIup+|6pE`>5WsGDu+44<`*W zY^PL6>mhvciSx(Ov3galf64YvM*hBw;r(<}Xohm=_f5_J(3kf}T1o+ymqJNe!~va` z2TEGA0k4<4N?Kw8{+Aw0T5Ny!_dIsN_H8vi0*`=;x(+ zVd^4#)aut0o;t^Z#wI(Rjh}Kr?w^B^m&?-8FJB|UFt#|<=pSSA+RYEO^wB^TKnPcJk-r1 zC@MZvfM)UE*mGG&P(x~MONeG3>bEl|aQd~NmZ`6PIcKnY?VtZ_z8;CDozWrL&NS3E zuXf;vWdZ865B)*_SaLN3T$OHln^Iv+L&SjcC;Fo``qdA=De4MEk)7bFOH@hyiREj& zJ(}!@89w@54%3@&4rIJ9sui!DTI;4~#iM`0&v)va?VM2OO`ezJECtkhaOAf5gg)xCH)l_vQ9<2@HE&hkR6tGh zMMIQMNiLQ7)Gx7h2@UNC4M9Zhqu!v@+s(dHvXn)7sVV8*}gLGx$uQ#GH zm4qXgSG9i;G7FNQNN_>jCN%rMm+hkQb(w>^DG2_PxW%dmIh-B=JieokBf7KMNe0 z_kr&shacTYZbbug`*c-OFQ5j&G8?bYvS>l-?pyWeZfN*P$@y28E~Ea9JR=@HEO+^y zzTGR&i2j``h%p#pKy6u`%6AuP(I73~8{y>pXexi<4Mp@-FzWKT{Uv=j8Gc61Ng7IE zd}{7_-O~dPDF2QlPCE}xixW&d4%Nap-B#xxjHRe8y3oYnoDIqx_~J=r5rRsyE>Hi* zDFd;QCc;d@7Vz)UnLE4}c+nVjPuWBq2gWImb<5FSkoUgfBGWY-YCCLrABD=Jt}ES9 zVmg1AZfnm_e-}G~x>VMm=2Yb&!tu(>&gI>xo2@5S;NTx5gy1(p1l@|2o^Y+_lNH;^smzEb1{xFO6 zK1FCuKbxvtfd+LI%1-w^h=hN+6L$h5sSrN1J^5I55#;5*pc*~9j_J_l(Sl3=PnZP~Gtz%i z=k;gi59XXu!+S?_!QF6_|KrwYt-~+M{ky zx;I85m8h%vYEM$X0BX)wxj9;vgxY^Hr1<1dUqrnh*m_f7Uj{Tvg4~G zPPu5zM%}b^GXddu1bAmG2$-IPob2&WMjg??g(ku0P@gw9{%^};G+=t$QuKeyG^)r~ zjIFsJ1Fm6?pDkp(P|prbgx-IHrUYyJKE`q@A`kUQ$xpaw(WAk{yH_oLl%uBNeG-O&aj5d`OV=U+S!htgW`0?L!LAieE(CvOx5bpArcP_;IPy3m@V8v@Sa^skH!=+F-x!C#@n1G$ zUrVBl5&B9rWPt{c`r7pu7J;4Tlk6L7R8VFZ5g>h$6E!XIEWYH-LnUb_oCD?4-%)#m3Ne|pOlwYsNN&1qPm(Qh3*ky$s;aE4K>rzQb)Jg;@v z+Q#yrWSq-z{Q&AWSkpynpFLr0;#y*g}4s!7qt=N}ezct;B=o8`nlrKk5wl z`Y>zR4s~VMON+GOP)jJc4GnJ*O3!r@Q$Y-<>*QM(-{xjiD$85>-&0=ntAp;T=N{(o z->H-5Dsv!S;rk0-WqVX{zkQYa7cELjv6%ec4Augr})Y z`+G{!z=scGjX!HqeKN1!xsFy;8DBAUs>Bb%+b$>TeZ|&uwXJBWc?+Qm57AA>*Fuf65^uX#Svcna_VUZ#28%-+KK=DXMp5eDm3A z9Mv8C9qwFv4R!AF{^uj?heiunWKs>2P}6mdQE0_%enCIf zBp&=UygMAtoJ-Qm8P7oNcQQR$xEN7qWYUSl&eo{+tkB4YhZ$sun^jq+)S_W$@eTcX zHPnB*AadpKuW^JMlpis{v;_2MA&Yd zHaE~i{aWv1Wxv~^)(p&9vT9M?aLRLy%1AWvS{C>r~(Oo#S+1Zt;MPP^m$4t;;eKT&^ED~Vdz-#x2hT}LfWHQ~vJLQuTz_t>&} z3xs-A=@ho8P@VT-d_hMeD*5)H!fc-;M83_rC6mnye|F{n-tOduQi8aKwBb1Fkk}Kk zJA?7hwqC<`X0SLe*Jyz49S`*5xr#BqOp z`WE(w3RN9@%}O+!NA-OH^G9q0Q2o-7aay=Nn)vu*_n~Mh8fp^GigA@iMv?v>Qr)N! zfjU4)$L|G7XYRedWj&4X(%I_7bM2^2){@SLffJR}x)dIbJ`R(`YEh=*rl> zQZ(M_bTR$BDk=}?kRAKOgqmjAcXEH2T2Tkv*ar}>MxERbuL+9Eqme%wufxlVQP%eb zE`L{Egbz(PuZ{84WTl&8^W7k5FyP-l4T%88jv+-{&12>(6;gBmKR0h_nNf@DpDViz=o=(siZKSz@qfBKE?J3w{A z_wD2SSRYlrS1f+9iYgpek0^hUX)&&ek9_bf52Y68JkLH#M6IiDC7Gns(NNr}2PP}= zXnsEfsq$3|8r9+x7@goms{U>qT(g2O8{R(m9>_?5mUuhmM*`nb)FTHl2`JjLPgKYn9o;Zm* zzJ8G4yi|Y+`9dbRS@Td~e^woPy$Wi(#1(qHs~N@Ee-=`<#rndWb?r<0WXL`sou^Z5HVmN2QL6-JL@<2i`=L{x^t5*L;iGS(Q+|o?VEAuM_G@I`Hwc zvkEE`Nv`eVh(kmFDLD}eKPpF&v*Xq+tTF6C^ zMB;Q54vj~z-q*KHT3W#Yf4coTrx4rH&K}DKH4XZedYZajCIr>LPLX}#Dv3tN#^0Pv z+m9B0PwF32z@s`8@aH6D5LI2$Z!wv%M=d5k2Y-sxV!m;gvxiyM}n7N{uGz z6Q4uS^nku~FBt+-T zQElG#c&l?DG|tx4>>Ub+MAMN&<;Vi1TOU;qvgJa(IgWKsoDQgGs>ePln+j!LqI&<% zx)?6=YCp?cKiH+JOwQ!P}+xHeYIsDN6l zlRhb5EkR9mcWcj_$$~eR_(PvCm!gb43;Dye_Ndv;N3$%d5<3s;z>O+Xl=msoX!4~b zDt)CMD&-l7@Ru#PPB#q0KNWm~rvjD-_-XScUtC4?2UHgHf2<@?_mbV~uD=XufYwaP z+!Eu(R;>@`4^p9F_lb=_FD6ufe)_H66;t?Jq4W2Hodr~jE3_2-DMkGX*TWTG8lmC# z&X^S|W0bt&Y5u_jkJ?-8!n6wVp(y28Tw7rXLf$m5_N(!t?%G>xmVx3ZC0g!n7ljSA zq_F`Y%9~*akBH*fmfb8ObjPhX6s)4Dd&#xy zp`X#1ug@oQjf<$~N6%{1yZfj;&%>!=ya4rzyQeNhe@BB;iuBW%5--%KJSOQR>j!@l zf~cFYdiL!I({CLdMD6=yjn9XULZVOlC>X+rwkku6qx4I(udzW=E$MS!F z?<+`D|7{)`vcEE5sD$Mc2iXs#aXwVZGfMSfgbMX1eE+v^DjIbvEw-$B%%iba6?KGt z^r)jmf9_!QWdqdea(?=a8X1jL-2ZZE$r&}ql}akt=AoJT!=DSjv7m~xaxaR`;~}+v ztC3^Q0>yuO>398CDVmzoZxAUJf*9|6nicwJViq@=UEUQ%*SQdLJa28!V3TMJY>`fAKq1Ct%3(Wt$8B=~Y@VHHG~D|3{w) z&9`vs*9M~Hmx#DwX_)GkIK`@T^J4h=XmN> zR2NJgW33!IcL0{Tr|_0m*+A6EQ@Gh_3MBPsx_8KVFmd&al24Wc^tLpFZB4BMLB_!G z@ZTdaFh&S%kG~K2lom?^mSC9FyG;)tZo_DM51;?t`)*-{v-M8;yS^@z9 z9hdTAS|R~Qmlb1Ld>`+z*;vCG%&}(ZI~Q-6P&h3zoayf+g~r2`|Pa@^F^YCwn-5+0&xz*q&{o2cieF#EdoXLu(b7A~^g z;0@Y_S)R|vH*c80*m5GTcuqLXUJEq~40nd{T7~m$m(*c4>8|iu|7e(ra9|y;JObm< zx$V^WeK6!>_}G*8K8(t0(FuiWz_^&QL|`ZvjDH$kd7(RB4a6#~4|CjDKexBiN!Z1} zz-b*v>J$A?c7n?7-4HKKGbYOGG;6?esK%c@?PD-{Q10(g<^W7ceBP)CSA&Vdr4Pge z5)8CNcDr^V82=joy2tkx5PAY~1+M&n!3DLdQn^)_VqsGb{ip&YUh+bz;5^L#{WIyt zCw~Lv3GLE;+(npX8DkyoNQJ@u<~~a$jDUB&CKlX`)qQ?<-&X>8Ca2Mlpa2*z|MYM#U=WsV1KZOi%wVJ^%T>TwA7)8B#wpm` zudoO$a+NW{=);e+Y}2{0Tz2BBz#GS?9u*P~*^B+wXjI53~DY+a6Jm4Mv#oIth&9@TPD9lHsA0qP@U6@!7`%z-X0JETV z_g?o^7&q|^u%jy5 zV*g?H&l!7*Gzv3!j~^gC6$4@m4~-tClVshp91s8FFx!;FwcOqXGrwYBPjCdr=<@sL zjV?lCzE!wh?MaN+Hkc;{nqiKial}#h8%zeh&s-tJKv#u)uzHdK^qp!v(?o9#lWS5s!5kxFQ&3W)%Rl#XcWLdPHGr_b*b4=Y_G)g1wgMF3`{IJ$q7p2-=<&N||ZU zK(+8qX6ic_w|4|CC<+F_(Df$&&ijLy{@U0Uo!^0}qkQ!Z-rr$>Nzc>pPU>-J)l$4K zenuP!Mmp~2JQZPZtg^JfG#Exbt}1+*PJzYZjGR^fNEmbafqJsv!H63Fftmpun0)`> zm~ewNj69J1?_QUXYg$?X`x#h3PMS{?y$mlbVVSPt`+FAj*bEJx$(FfP1HmwRnmPXRrb%WYa55&ruH zgFz*;Z%jp@rRTQ?!ZCXMBdzU+IT9pEKT$j>rS|$rNksHdGjSkB5{0ElC^}?Uze1%y>HL3u7tFTW9ot z0B>kexpzV(E)xDe<_rxYq)H;Oa8Y6aplYx&B;JWS`#%)kBU1f)41872~z|Bu|N zX~Vc^=As@*C8@zw-35)LVH=pvHWq1r9r+H!5+it@O>vm5?B%}EcN!)I2M+~)*apH< zg}R=M5zMN-SpE@O2wiD=vXep2V1QA__mT}G%v>4Fu(b+>2`;T#`PEbyy(FH*fbsHz zm*w#S$x7&|85{VJpb4Xnxh-l8<1mWkWKAr{K!`IVJh!TarKD?zP&38zIxNN+h9#Rl4jnFl zfn%E&>TLG`z9{wUeFJeAW;a~8)fow$F;8rQZv?{>&&x6A({9jH;QUU1wjd0M6GgJl z&lF+oX&JtUj}vCkdx&zMbcSh1!)Z$%L+Dru3VCvk4#sgRjZVMKVWIf>oqJ4JE?ASg zcY-V+A=aE+yEq0A+ie)MMNIQt_Q|08e8a?luv=K5M!X@+5e*OceGW;~W- z*zSjNOhIeFJ=rO?1z5R%5#ePNjn)0GnEoNhNQ@#MZ5UET!{XOGGp%brP;K+!4yW!t znE&!p@7LNIOfa`L{Bk70*ugL52jqnT&lSBhwQL7?fdt(5^Sm%iYkw2{XoR+dSK?J7 zbzw?y?^@x61I)hbvL%`ygQ>-21D&)cAQUiHK74ZkhD_)=0u;mB+rLHuZ_)tsK+_5R-V+6Tkr`csGTT@+E{)s?mVT`P!3BnySHApO+sJX z(OsiUrZCZ&ycwQL53_$MVLrt#VCZ(NP*alz40|l<%c|GIT>2F`9sp!s^zj9h80sEKca$1}Lsh5LuS}*~Rm$Y+QbOAe;DRf#Me}BGXI1xr5 zhKlFJ`p3fx$=>Bm@+{1WBsOdv#yDCcz&Lym%hgo5|786hLZ5KT^n`6ROe;LTDSG?{ z3<&YX^mXvTl<+x?TiXNBn;xV6^4@otvvPO;cVinSbNhq&%G#hm_F1#D$zr8SQd1uEbmKu7$_$jI#EP^FI>B3elAI#r4 zm#Lh867W9pFPI*rg7#CTz(UiF1j3gCFvgUt z$SiLU%U8xzc(TJxf*QeflJfO^RGPBeDY&M*G(P5?@2dMx4kD z(<2yRz8%r>GYQ5UZrT-3vj9F^QG&TtH3Sw$JStn9-a)-vpyc!sDj_8x0gG3T3Z5l_?MV?T2p_Af&;=;p9dz7HDF96 zFlS#)J=Tx87^)ThQlw}uK+mn8nE8AL(x1AMVLJPO*dR!S4=#po zv)~+mgIVYv8XQrA`_LaleE%izIn3)^@A+^L^TpF)_kCsJuzaD?a;7R4#%-_3g`l6X z7_DO*%wi9H=DmORcX1!Fdo|P&U_A-Vb)jF!0x%uE_quA^@&Sw+)5cCqhQP$O78gwF z!ff`K+b2Q;#@&H_4Hlx%*|Y!3@&Yp~OiY|%OF98_H09;Tj$nMwfEiQqsGe+AvOtIM9 z!--dd+Az=~#VO857!`q4+QAjou?0r|tMHRB<6<$o}-a_G!RZYy+u+bmF9>xF(j1J?() z_m`G>T9*L>mo9r+f`9p6^b-R?sAHx(^gUl2mVbuSMueup_|aIO`TCy<5_j9AZ8V6%H+~oKgTA-chpE0eH8O#qj@18pu0h6B`)(!^B zLdyl+WOIb|d9&8a&}2MJ2=G1Ao@<0=;a2GdJRb}Ud>1Ia=6?)bRTev(TCq?yldT_7 z!3m3j`6c?V{9)#D#(|0i3m}|1qnnTAz~!{p>n!xuFmc`0u10u2WbNkb{$|H`(EB}6 z_VZ0x$tbt|oNNvKebQ%w5_5sD#ZdTH0^^Y7Ri)>VPht7}V{1juUYLqwexfT^3G=cc z;a4jnq4&et4Sz{BQ|KccG%k+D_>RlcjgTe@vpJh*t%X{l$423B>c${UKBTdcF7yC` z_wdNt+c%hxmsg)U;SMuf@^b~E+c33No_p&(4J;W`dh9g5!SY?<8JYVHFsNGpqhQb* zrgwiAmbc!3o)R;j{CC*sK087SU7N6yrtwhtsWtS)=YPap)vAQm0(MF&c>(60akcCW z+5P|b=-UMTar%@$uxjPGVWe^yHpC-wyFDwg%F}dtP?Q^%Kbq~|Sfz$F?;Ojh!&W#d zr|(_=-FLy!SuYOn&&I>Xp7^>}Z8&UyTTu#3N4R}M8%bYIu;HjOu8Ob~oq?5McCiR| zeb}|HxPPxcr3@SE-GTg0Y_NBswQ1}Z8?0YECDCA0342q2yz+0-HZzu4ph2w@;dN;DqN{*v$7@_;_{_wtxOG<_8JH10@Z(7?&DhjjDO*xTz6r zo|W-huWEzc9yf;L<$gG-T=%g*>V`mh*=vr*jA8SUy81z?K3M-UPD`KQ0A%Y6J1xyx zuvL0dyw24XwvzH9KE5~tTQ^fpw-pb;u6DY-f|nDlFZ|?w-S-bx4*Zj83%CR1d%1U! z=zlD1y?b=DX@D9i3r@E9!(`a1eyqA|@c}l!k4Oaw*1+lumxNCb{a~Y>{ZOKT0c;ww zXTcF;a(7jGr8*t2x_Qv$3{K&e5fIDmr_POv^$iUi) zA3G~2w%!zbmIgT+)+^&D?i9=esp_DMj(<)aEY{fS3b_@*rr`8qg;g4CPH~E`8%yG- zl^QO$IWNM_^-rH&jUsV0hjhi0uNuPE7FV#&)fCwHp^~4eN(H+Ku3R(x-muZJiaYD* z46CO5Pqevd0eSteH#LJOY`;D$yiEy*-7JPn`wpK2%5@(r;&nzGjXN5)Xubq%XMY~t z&7s%E(cHOP@WihLRy)TzJ1-@{-aL^Ie?T}(3T(LVzZc150vn?^vt7M8*iCAFGH+c0 zYx&m*KY}j7&TF3(3dI<9;>GvL^MA#_cF<3)6B(&M-YNP?|K14Ju2$5yv`fR91Y4?w z&r4WyH*51cx&ymiiAzLY&DMhY0*itl}eC=Pi6>?>f-YkMWIVLs)){>55e59bw>U7r$>vh?E2W= ztC}50t*Wy5nx_WV0&NJon}3b4?x?~N!bJ*!Pg;v% zW9?Ysoq%1~OFuZFT*U;GZ@t$~IO1U^Ps>s#JO|^*rDKQA4!#adxk7RULP*8)csD0F}= zT@%)LrSJOD^8$rOp3C946OPL6-ly3)TiDoo>v~h?39RhfOh_V4!+JJNtVk>;j+*=M zsds_fI9ijey!_8rvgf01ZV0RzS9Z`} zJ`ZH?5;yj+b2w@fN8xf~TUc%u>~o!2gDv`g?{H5N{aPw!mXp{mu8!`-eJ^$2NYndlWaQ?casmk5JeR)2pLnttNgoaPm6 z7j0wx$hWU2e?b7tUzR1;JknwF`q^vjeK%m!G-ZRT_bu#nh&flX1p>w8{3AwXd)Q16 zX+O+tfZO-Xg=*UktDlGa{^6U)V3qS-^q&zA*iBcKRU#AtNpvUX~_8`IH z+{c6Fl376EJ)$6Wv3~%!kF)o`c>Dv{)2ytDNvwj++J;`!gEK&WOUb_E>xnsWrfD4X|EY?6H5o4JgGC6Gq7su=YfNl=|2PHg}@`+~f~|O<~I)BZbVc z`GTT6aGDpZC!NSnjUsHBJ|8jGBj9KrA08}p_zf#(w9Z8NrNLgZy#c+7JM8q;@%W-d zAhnq>-J2AFm4ClJR^IpD!TM8bBJH(DFk>dJ>fI9xYwCt_Z@Nuj>&k}y<#Zd^KC(Cd zW5NK|&BTQa4CG;ba&9K>1_4KXfP3k*D-qU3pJ>LNr{JhhA9(m*cNy#qq?!O@73?*1 z1ipB%21_m1GbO|=fZ`=Y^-}s8?8UUnjo$eMYkK*-1b@vRu%mwb9;@m)?0j*^W-&2^ z-O;1p9{%tB&0|$7g>g_g874(zG#OX?6HR${T;o4)uT1PL2v~}b(5DN z^(O;RxPOwoGoqZaxhpAMWO)zEDua&FuLp6|+XwdL?5$y+XKlrYHo%5_zQt@Q=2H{C zaua{A!_MAZ#wGtX*igzm(>&Y(ThA}8D?D_9jp`bm;~#$DsE=y!|F;idnR!?F_&<3Z zmC-}1)0`J!b6MYSK>rMo7%pD9b(dDgSGvpmmOCB!UpkKvtjxT*bBQFk=}O= zM}O;C7L$T&gspE59JN)aU@d%V>W<0>*b~=U&S!|m(VCLv`0*^T{;`Z*u8SA;=w+U} zPsadd+eYvwZV@(L$_5iiI3k)`@nj{=H6&W5o~C9FFG8ez^eHa4}Z%xtgN|6 z>R3V;5vE&u!^@2EBGdg#iOwA_PT>kDcA2XDYO zt5T|Ekuj_XYOLJ~5`Yb{KQAw=VgJ6-gNjem7S;`wwJQW!a8yca?>u~PK>2PlDzk3@ zw@;qxaU^~dc6cj9idA00dh1KhABLQ;Y)-*na(n<}N#XH?sE@FF@New-H_brikAFH_ zZiD%bTDIcEe^hnF^Z!w!29)4LiaSoy&;!jWPQ zYuBSrJ(~>0(dy)zRoiaDaviInW8g0w_184Au(~*oCRNw$pfELTC;3wJe6wKV1yhQA z9}c#QdFp!US#Z=BsQ!5sc3^XOaNz@Lft^n8ht8i=aa7sm|Bhuo!cp&rvwx3=X8|cl zd#XB44dZNf*Y}u4k;UGhd&T|{x9_$8DDy{*D^2c*ohZTXjVvN-NPL5%TAO*9Uu}z{ z3aYRP*(`*0>n1*nqH)+*iW`!A@CLTo6-6%lEyC`F31Y>TJ**E~S>jd?!&ZXcp&EPu zP^zT&l~`k(j1K*@h~9%OvVZZ#yHiJT)D4{yt301!q2i8*|IG;OKF5Bk=G}r_?;_2# z)iWle#PM1@i3T#^)J6B3xg^k(BD%{=MK*^Ck^ExLQ zcI$1zpEI9_wVbQ(noi+iA)8CR&mX_7@(k<`=8-&q%Y)#)&hdKO5J;eCJ!>30WEvgp}>GYC+;O5Dg|9-L`09i=Ht1BS9PE<QOF2-F~MAF~=a)S-QFy%k5upCjH zyEn-miuK*%%zqK~u*x^==}M9d8^+zM^2gF)t@Av+&<{S?IGN9;9-{!nV8*hUL_Iiq zsn%--VX$vId7#_)5B7J-{%sv2gQK?@adNjXK4xZ=Wq+-8!hBQz)uh1(ghV^?;YD;7 zh{udCnVbrMjok8|o`JGJR6gmqz+DMj>02E>)0oHC9)*1uorSHw&=4a>?DIR+6VCk! zfo-eRfHj(T7zcDu5)&Nh*vXyIVSpp; z8Llk#P1w|ePv;*G!-1NNB*j;34*tD#oKeR-WPjTt;U_uf-}HCFJn#l^L{PiZj?LTt zQ^}i>bvW2mdnH*GD+fe{BwRQC1e*$hT~~vLV0%6)ykHrb#{K`970sIeD;W z?p0J}W(NCtcedWV!}kA9Tk^G?9oW46Xd+B_+`V zHvxOAMj@2$|6pB@Y5&CwS|ExT2?p*ddsdBuvXoP*IuS6hX`D&;_Df@U8A>ke7Pl~I61DtMN+sYXPR~r}5 z@v9Xfp}BWf;)fROaD0?}gnvtiMXILsNF@h2e0k}&gf!Oo@0k-;4pLx8R2DUh*nopl zB%-q10oIub&9@3>;P652OAXO#*zTfCn3{eD>(k0${+S+#He#qw(S3xZbHwiD11^MQ zwo`4D>@@7;O1?aQA3^Z*-x{t2V0*Twj^tEbN(KPOg#* z`_bX1mGAvvGm+aqUoO2JhN-G7t7E@v8$Gc;#TWqk7D&Ew%p9-sDVp8Q~gRtYRK0VKL z77li2&Yzk73>yW{SAP^+a$)_~*iyXaM_AeM<8Hki0XvG4!9JIw;4lxJ$m(YUqP@Wz zx|7bZbN|FhLRJ`p^HU?8jgtYw6&@4DV;C115X`Be8+I2;D22@e;DGv+$lQNhur>Z7 z`(rT^Y>S=^uTa}VNbk}$TRX?X8i7I(A32Bh+R9~Z-%GId;eTSn8SOW)$zpQK^bzKD z!M~|K`d`4luhWURH7(dIczH~nDF8V^#060Rm0}YrX;K11D*z-(tEN{yj^kO~$ah92o9F6(a z-xaAZUw_UZTU4l-E?xYy(6(vnsMqqo}d>F&M;ReJZrtYnLOW6A%wkdOp zh~Nb!=dN#^$GFQ)v*b1AnT{p|?Vs4b*Vj6Zp2YShXtCG-vLr&ndikF3_Xh~s;EhX` z(`B&s+4ACt<#Ry9>tBd=dkg#4nFH?|Fpj>zVSnb$V~cS{h(mLRH0-=HRdh1J2a zuUj|NU^}1dS^>j692Nwhc+^#m<(@E;{PbBkbXH%xNKy}b*T_8ny? zlYdM{(FTIcE#4V(aD<~m)psAh@4*(CU+Pqf3apUu%$c3_ZevGU-g(wjmAPb__#sX7eXWwC{=16P2sa{mmG;0T*m%ksks z1UQQM@@j6>8#brJ<#iGzfcV*ceds?;Ab-ABY(Sq0WBwp{tN2J3R-2kslo-Tedv0oX z>ZC6m=nqCFugk#p7qN|fMn%}X>O#*t!1vSN~IhO*1*KSUO!e%3S{`%EAN0EgHsY?kU**-tk#tL4O3c zjelOWY>q`p9+y3pdUXwUx`*4UDKOsBCAmgUX$b3;>_1a~V&6}e^rmIuKZIoLRP@{1 zJ+Qs6IybJI277r_p*>8SuzqkQ#!KJ{5RGY14LzQRof9MD&6L<2RJh>o&}b_08$4`c=}fTmI(O@sWQRS5uj61`NZI z#(Qpo79*^mTSGSpk+8$3aw{yQ9Kl7C%*xy}$N262Qx&Tt*y79^aCT0BZGYKG1qby# zICu~ptN7&w?B}N+cmA;g#9Q1Kb5`qMUBIOX+TX!$N2H;>^F3HQ$5$}h`x3#=Rw&nQ z-$O`BkC(F_W5c-S^qu4OcVMgV4(ah%v#?uy_d~+bHtfDWz}4RW3VVNbXITSE5wiPp z<5zYlV1Hz)$Zggdj_ThAFn{S!Vmzb%dha41LQ=%uQLtzSyVjhSOSRB{yO{^{K znwFsV*q$OJ;w80jVI6k<1bYPe6kuGZI{AU65jOp%wt?RwvjZm|glUya~IS%zrhR)*oOq^+!|8 zXDjSnWlW`K?O;P<+$u7u0}klI34>VzaHPgcA@o!NcJjE>U%6_)9-ogdzw1BPEW|M- zoaBMcyOrnl%q(TekZPx3Y#eW<76pE1F>?DU?D_YB6P8Q&5K27f@z_IGf2#|nFu-{KVw z)Zu8iu;T(s0tXi#_RTU~hJ&IH7P&lOuqW=)KuW>_2dN>|R|)g5cTcpR*~AxiSWXa* z8UBXtPSfwt-?SlQ`S)5{LKP5F@$?y`f2U!cz=jjGTZGN|v$tC&3*pH0aO2fvKkVMR zEqkkg9f+O}x_`g5`5`z5%l-gcTOf|wDZ51u!e&slZ88tWRa1j07bf^&n{ni*D*Q9- zyeW*bVfKgp>0yIK<0UxkcBl0{90DS-iTddsa?Drn|N4*99}ZsJ9CP3yp67Emh9aeEpk@J|DK!j-{Fw`ns3%Z={9tw8!EEJsEJ%HAv@q!G=>P7}_- z3Zucj|IRtVA(hk3rtBafBnu|@%-uyu^dtu?-+y8r6m9pDwD%?)l8}`-3;qM*g)@SI zi{`L%IZV>V5A)FN_gY)ISr}IjY;;|`0DCjPvu@c@!M;*(30*Q5=2LHOkj!H~8)>AQ z@`4h!?+iQWsdK`i4BZ7rV?NkR3VfekT#ew0&xHkuxxrp~{HZf8Phs^wYZ7&69BksR zzJIxOwjcJz$6ZDQj$^#k@9G{>4!d9dWODsYVVnP0=nc^w1jnLTXj-m_;L`K&T-C&K zH}zREnz90WUtVm~eQ$)FLWL5IKp)ul>0`C?^26rlf%QM4ChV2pr;m1QgM)ZIpXNs~ zu;VF5y2`VS;L(xp5P}_SX1+0c@g)VzMSpVFFP?j_Ex4Z)6lVfkioIdslqX^9WtG_> zHv#spW?z%KW&vC5lWjk2?*NhH^VD6QJs^Um7Rx;n*o~1ksu3kaNX4jCvpufB^09rn z&KsBE=-D|xuLaC^rCnW%G^Szh;)$omi&*{*SeyD-GQ;-9T}BTb%vT!*-v<1B4S&Qv zQr7dm=V06Dj*GSTS2*a(xfte-M@U1g<}#y3M*A+G^df@Zy}u?Ivc$5S2Y%4)Qp!j+4v-M29kNQk$>W#+N>s3 z_F@u@9wSpGx$^}bR5<H#dM&5=gnfs;Ar-ae+LWi=W{AlRZ zcqgXxya4@qq?UOk<_s;(T2}QEQc&m69%1<5`!QBMM+kBj#zKH^~HJ5FRk zIs`f&*pNSRh=q=u|B+h!VueZ#N8QMe@$kF(#e+PvXsGhbDTz$$h0^yIs#1R%z~Fby zAHS>AAv#+rm^%T1I@J%6sDKZo{Js=qP;3RAtur}k7wMtG%VauZs(%$SA`2;3PvfB2 zEQeor-x+!=l`bEq(L!Z;KYhKa6VxZM{fybhK`?@|Jp6-0bI#Z|_Tq6+e}Rml?DS1& z(2{pp^=w4jRIZ$u_kIGy`hVpqUz~-E(4JD>t0FK??R>Pt`Wp()`;w$iV{_vC+^s1+ z1^TqcN&Xl!LH9rJ&VSSd?7l*p1e|klXj%2kPeLwQklr;KbLXlvBo~cXjX!UNfv(&W zm7d3;{c^nea4`jpO1Ol5wu^@e4gFz1{!M7%Oyl%yPlA%EQ>8EJaL`$B(OZK48CsL} z_w?km4XC+H^SF~u9R@TN&)#_v0r{v8n($5vYAeYP^EC`$Qh$|+tNvyl6xoU!Xi|ql zn~CT0ds!pY$E>K;+ztnQIk|(&`MZ!;?D2ZomjDBwwS~irRiHmx%aF1o0m?Uz4cPA& zK{2P;;Ff(Y^l|imh{)52vF72mR?7nDZP%}&3L1qrTEn+9*(y+`Dm5P)uLb?)H5CeG z&1hkMbNkEp1b>L!c@ZdE?hJiGpM;<1IYVc>>iD&oo6sg1Tlwr{4opyn)Ep-kqOHWT zgLfOdXl#gQc1E8wj9!@K;d`)#7BFU?aVW5Ys=3nDE5&(`Vl3IY%3X?Pyi>oIs?-W~ zuk!v3{b+^$A<77<6do99XE1f_NrKFYqYwsCewZxm*MBEopM$PopZ6uI5rFRTpHQ7r zhq3SWtsTtyXko~Km&5<&r-msu?p!NW|D3CTCld{=JF^D8v^;3`GmFv?P6WnAtjCi6pa zs2=;aF6S!?b*~FZZ54X4^E#3>{14mjFNw1;)EwZ_%ezaHhJ)JTS3)ksCeTjl`f}ayz zIZuEbi9v@+?<8o@bEi#zj6lJ^3qyIy1Q-;q_H0$0M%zsvC7FHUfqye%=U(M^fl^eS@|<=UVjY^wCJADuDc!wcTU17$Kw&tHB(T@6jS243MH?X+e3f{ioO=YNi< z`JD@e#`E`?ZdegSbzKvRQ!jTT~?59c7E$j4F_08{&yyV0S8^j z#)6eOnW26=wn9p+7XE!to1wgs0lgO+T(Yus0j2FV7VDLQ=#d9x7hR)apxgVg(RT@G z6SppnwT(hc=F1y{`Z%EHT--VRVSge_uvF(hJb4K^!<%j9UbVyUA8l)m4GIXM3|wND z!9lm}4~;1cY50{}Bgdl40ew`)W_GF{(2lmuiH6tHP}Q2Aphr6k*&T9yHZIuQoFHfI z5zK(jCH#j`R1ijDsADxalh775k4V}R2vjhar@zq5fU@cht=OVbXg|aB-+vvPIrP4* zcucB)3H3Ym>!<%q1g$yhV3K{ygR0bD@jo7lL)#n2W#z1%L9~cVv?FMmS@ zwR6+gwOk{hD>uG!mf03MezX`zn_+o#{&LXcGqUhuzxb=4mNQymMZWWo+640QzNM}d zwnEXJch5xsI-_OX=b92Cm4Bczg3B{;+!;FF;oB4lH=*OgS{TS)f{+{c%{sIZ7?614 zz0&Ulkww$TB0{n2lVy~W{7itf;i`|^iq2^1O@?Nf{aG}PIy))rxik88>-Ul>j{#Ks zN_oT!BalJyWiUblfsPZG9Fp_Iq3x#yk0<3Inq&Q#KPo%`^7cQTlz-teKwE44yY4_E zR26@_cTB3bNnUCz*)&2Jpg zsRey5ZP!OTt)ZXZrB_?T1pQL)UDI_BhdqDl#SfeTFtwqSoOe$E4d4nb3cFkiy&43K zkz4v`K@_E6G?qv8Wq;nC7e1Px^^c<7=1=KEn;3D7U$_?9xAa%;Uh0J52brw}*|jh_ zB>$)dXN$JUc{>`>(L!Itc`5_im~Q>b4>Ex=dZ7OqA%6~ot<7SBdd!eHwt5p) z$9ihQ|MaOr6*STC(hZ@{8SvM14ZptV4CQtt<6ke#!bsry(2WO|p({)$lQn-4+CAi+ zJUrA#JJpr&vvmn*y^wbKghIzXQCb9trbW$hu||%f&Ce($Hu*!L z*;}E@>}e?K_{20vsuTxJiy=GZ9ua65`Q<>vHY^9F@2;I2Mxa_Y?OpRfD|B#MP2)Mc zICMnmR-UCyffBV}8<7tQP?uUp){>kDonk!u&wp$~C4W~vfh<%D+MSjd-FnQR)u(*+ z9nTBsbf5ISb6g+V2j4uqf7%%u>3h3(TY8~K{bcq;&mata{H|rOLV#8?B>yFc6I6v= z`SREV2k0C-OIE)K^j$!M-HqmLGZ`bOj%$fnW4Q@=AKu;Jzld>=665sLl_dB;;hmhPiS_;MI+g;C z2(;?MzcTCHPSpD2M?d9F9Q1xm54WF`M}J>WRGoRifp*S`Qw~-az~og`@rT@7Fed)7 z;P@A9sMcvNyvpWGg^SU!f;cb2ZpV7FzKaA9pR%L)0Zizf&1| zeSNOlxwoUx@6*DQNMHq<;-1UM9UPPfIK`gv#Q5<68*AxDb2RUvE$`*TQ1qL6pX9m} z4u2gqk@*lqJquq2fA9VJ%>l&=3t5sKNl@XwsQ!v(5Q>CMo(#~2LQ6rG)FXW-w1JIM zRUHY1uA!m(A3kEekX-uECBhc{b+OfVp1u^#fAx&*{$&FEU8U5_|HA>DCuLPv1e4Ix zhzA>w4!xk2#i3m7at73JJ3P5677G2lcYhT`9a^DfIVvVjp%JaPFQ2`iDgvEbA$=CY z_Nd{SE*beK4h=|cT9^G+3Vq_!!r_iifWGX%7~5|J%{PRJIW0*L?GP3D^ePT=m5c5; z^|wOz!)F3tqTSHAPZy=x$VVaTbLgh~8D=!`Y8UzC9Rp}CQBJoExCsmFkCvKz5`UqR z?#f%e!z38%A;q^`(Sv3i6Zb}uPBbL#@b0#ytm?|FPbIA_d{)*m+)m!2rTz@BMAY@+d3q8UOy*3^Yku zrB#%?6b4AyTT}c)VZxy{v085#y5k=(BngqhYqqlAv=TVTy0~1EIx~wlZhwDG|8tKA zE!%bQ|N5~M4V4KLeDgjU{;DS`ydYp)7Iq-$$}bHys=V4fz9umCK4P!EDjNN_sDk9M z&B7!#Q822k2U=Qr4h`O#x9 z1brjF544|uixyuVMcY~bQM{x*4Sfaosa#@e(MA%+LEBt<7?XVMf25iQJ>qDq@cBb% z{_>XRycw25C#GV|Dy5)LxUYt?WevK;f|fVL24MsiKh`rj!;rWnpMP0u4m3YHB{d{q z08Kk*Z|j`Zf|kxG>koF!kUqCV<@byO#+Lb{y-ir4UFG&j-Vr@yrUW>?{$da4HedK; zw>tDBq(8stzzh+0=5ocj4WLS@@jk*81RbkEH>O`C!N6FkrU0h|MXCVB=JrP$l>%rf9YEpUVYj)bfXlWc; z`1w;KNLxX-9-nlOS^^BdnGW;xr$s^Ft$!9WsCgE}DyWTvyeX=; z_fcmwzWw*TMT~zso^54>sXIY8?i5eGw-Iz*6?tG`u?<ALHAcL`_oTLAJQcn=57 zvkT{LieNp!yMK6-FSQrGH1%k&%l*&$5*PARt9<$MOM9&1X_Q%asm9peKH(^pIA9yG#`S8#%y{BLM=INdII zUkb)GZYPLg=iSQd^JXlX75d5wA8nab!uWg9PG&!K7=O0L-{>~=LmTw^MmN)4rKLC^)!)?Mo;l``v#)=Rue(6I zOPj-Wbbl7D+GvdvR4#&{6hD30epzT&Z5{vJ--xCSb+JdcV);>5EXlp83kBwN`C2a# zKxLM}^m70-q)qQUw4g`5GH+i#mskoNIpsk-&9YE0d4o4Z%L>|J3tptow!;7ZP;!1H zf(}PK73sHr;bjvjTy{cR;vGDM^L-_^Cw;>CoP&b&-ja=<*9a;AF3c|UC-rOEm0HHEkBrpu@wi6 z(|_dK*C|V3>`yKi%|8Of?s~=LD+jn(W8QSws{JYelj?Mi?-tJejP;yF+_L90fOhmSauB-E+t+^Mbm@M+3BZ$Pe zrPc?~cxtoDomMc`c-uturX4hpxtl8!34icgF2$%Ov=oh!n)cqz#`yVj0A~$T1oT{e zYROo-h?abRb&+t19!6|?{6`ltPCOmv7oZmnv$<>L?|Bo^O3N1y>&8V;1$qRviNHa< zMd!toH?>gX`GqaOzZW{yO)~m#|AWGj{Cn?65a`eT{I^g#57G}jX!rj^Fzy^MI)7fe zj}F)FN9D5Mq4L?dKb3SS`u773ao%PYt@ve}!R=}f4NQmMc^jA^=f(>WULGr`*xcJ{ zZxe^s(>skX6m+3eyU5;{!y7GD5<4a|c@uj4?(#Whr$G6w3Y#zAZo*(5r=^1fJM{D@ z2=q|hfoe(1&#e?W(Cu>8?a?$pOn;8>K0ZZ(_0r;rrEtc0=sr75?iXePoz@+_8NZm( z;9oY5_Y$3#_Yfxtn%R1vW%_ZDA=X%?;U5jP z%!;U9raJmp=eVkpQ7zhHl7C~;JB)e2J)TEV7YiUMc_{bpKLe;7XD}2B;D7T)O;$HiR z(D_#A`*@F0YCZtkzMKv!a}7e{>T1%$yq%$;!{PY&otx;NtVdfxS%1;cSr+2oHhl-i zzBIp8J86ejpD7DIbIcwM^kOt_Sae2Xmqgfxu316lQj*P!?OEus{`K1OLLM|)a`_NT zMj^Fff?UZuf+fzooR{L z`ZSQ>qOU|@Tnbqa8pUmLq9K9yaPrkB1L(@rjcrZbK%+z0Q^o&aoTw=9(7%)!W(muS zf)vV7+rMCGIDcgYjhvw5u&u>BTo(eP?yo&ZouPG_ z^4x-u7h17KKHzzo9!kz!sa#FK@~S04`o8mN=sDDR__R|TtsYyy=XO>K+R_>PZqJ3H zC7gP#Y^1Z$*W3sa_41==%M;BthWW9P?cf7*xkKq`D>fJ?{p`MyyfZpF0AL zFp^_%rAf&LYTXrfNNP90gXBxf4%TN)h5b}9ogy$}6`OL8F$9fabgDd`VgS=Ye|p}@ z2|&Gk&C61v3HRP|Q^F$#kQx_9 z?)sk<3`o9xShLHFnlP-`)5c@3_n`P0`fM9=3Us7(ob1us4Fm4xJax2TGUZNim;uzr zCdxU=j6&<{5w7GXf>1tkbZO|lE%f8=UlO6@05m5n#-|8@(tRWQ<-GtXbdr9T#D5+D z9Uhq#)yd3I_MC2`_YcM+L3D|!S1BN;x7a8yUj#pt^9E0;$5fL9t?Zp?XSm#!A#JzHg7GazWM*sDiA z#ndd5YcRs`dkk9z)eCQv>6b5*ya7V5f+HGHxD ziYt_wzE)=dz8P#2tv1!tnCtQWLhe<1&k;x+S9fR_rO@=~c&grOm~U3+PwfggL!JeT$F;}K@blLFGk+~uUp5`L)ZVw1 zf@GSv=9`bz(dx^Tqm2?t&~}DN;9z9~M!8Ln$J(eseK1^P72igSX|-*1Eo2AO643iy0I_%aT(AK%6 zTH@ocP-Oa{L0JKTR)2~LlA*Oc7`^JIYHaxeIum4drWt6V@wr2nvA8%4Y9=K(l%_xm zsWo>7AI7hmN4%L^qfngfaxLNl0x5%xn%3GJFdN0moYnURhME!wiF#5nS*Uix+i(?m=5*Zy4(gos9_48}BA8ZNx=m{kfp6rv*&pEF=s)%w))Ie8$c zCQZve7J-%H7uSE%he=@fREg7S=vi0^P<=S3OaTPbOU#morLe*>zq+=^4TPxS1tK{$ z>`>ZsaPkzvX7~1~8UsyOrr#zBs`&&nk_OW=QNFP8aA1@Fd=)IdbgTX;I1Ec0-#xn& zAHrrs{&}xU5wLnlC%#u~4eOSdysa`EU@Mbm?}wHrte$_fzfn?K59?Y2vFFuBVe8J$ z4eAtm*zgfb{&Q&`)-$Yq_+~j_sqL>X^>{uIBrMY``|M%UP2-=C;V$;Rt@6j&maxhf zpR|5$7*>h3Pj2;E1A$h2i1St|5Yqx|BXb>KC-y^AQkaGZ|KHjl6)NNpI zo1K*;4uyXek@A^G!h^7}%x}l9)B{uO??o3o9{_P#z@yf}9SCm1TGuO7V3VNuPewus zHlzCrqwYk*mbTg{$(A`-yFz2bwOjxALSU>mbLDX>ZbCzuo{VCG*j-s7AwY{*>;qR4+I0`cPG&u^rrVA8ot&*0D>R_W2Z zWwtoj8Z<~?x%3TIhge8@KS;w);cxm6|1rY2#ek8$W-$=wKkx2+NCE=EVBty|9c=vy z=b$u^f_d$yy{>wmu$Cfn?J*4=mV`4O*j;!6#JBG42^)kk%Pho$rp<#zJTMQQTK6>@K^1<56VAcnMIWSL| z#Q(X00@lxKX5{*m!d&3Y-d#TdSZ!^z+aJ9RJEl}W`PM68&i2e%wHt=8G1?sz{~!UD zj9+d%1d9dFB!48*!{Q|WrhlP~8gLbrYdgWl>%@ju z^<`Kp#RW+R~2Uv=%W3i))f%WE~y8(+_u=!Wv3;U%Xuuf(y zY+zXr^ULW^vg!AMV4pK^kLiCmY%0--cY0>Qs%7Iv^VWG7tH`uro6v(fX+PcF#v8CW zV^Opbi|wQFQcchrH*C9cd*5Vshl!UC+p)+ftbR_u^!UIG+TQ06;Y;zbyzi^YmTm@X zA76O-9y-CcPsgWMOw2Gp+}^ZpstW6JeOZT&{{iuA#nQ0(HCR`t*7g{5j)3JYp`>Cj zURe8dIGJ+$84wDmR*0vUe!f~7e?zfa?wAEzGU5~*^fp`kP^KJU}v{t*ES#2ep>{+xuR zRfZ1JmSWia>SCDduMbnKxId|<<6z?k&wP75JrEo{)-unm0WpGOZvTWaf2{HSkWrbB zhn)gDtJFvDVa2{=;A?{*Y-;o4O6O&O*l;XGb>arhJhYcl{YHS*^SZKXdDmgpbm37X z85t}k=G|&|D+ue1ihXg*e6Y^XC_?c$8_RXA6Qi3Huzj4~RL{f%HYN%ACtTNHIVbG- z7imXWm|?VLAk&4lW$7q?e*rAFo4Qr!x)@>8p|`Bn!v-eapNdn>{SK?!5vy&o{;3mZad&o>w1VKJ>!Fpcvo%#WcC-D7k>;L$h9YqaRARSlxt?TYYCY^HX3i zFJYs2V+hu6nktQdjfFku&9a*;SROT9kD>Zq18aeQFU_^yfvwjGf10G>nXq!H%&?*y z+lM($TPai&h?33?G`G@WLBjq)^QU@PHu?7@#a|v)PXq`(Pd0|hnk8ewi#}McpP*bL zV}<35vmA0PPC#S{Jv&t&1q-9jmfrYD*lc`nK$V8&&Q;dKu?vf10ktI_0q;W{h?WhaXL`3qYUx4Q0UG{Hp2e$Mx6e{HaSj<02QMi171(IpAE z3&Zg8u=zc%=P>!hGU=C?H_Tk!s}1@70M;g|r+vQC!)DrS`8_}f!NE_okGC{>odIZj{gb4M&IawKkW*1q=5yVr^P? zfH3(-S&=jvRugO=g}%QC>kf|h@OM*S=hwUji^nsVf5}!`ocYQO%b&R$PFd>#;bU2b zV>*^Uw&Qm7D<5I=rszi%vp^tFhPN2bxWW2n>(2-s9L&}vq-mFZfi-@q^J!w(K21h8 zsAp;t|2M6^H*W^*rz`(9N7N2QgA1H;ed5_Ah&y*3K~#nhJs7yFsS1 zGyq%2^cchc_j?aYG23Q{0uY!!;{AoHVSbIS&qZGgh{9at5(t)qUL{$7Qoh1W#0)3V zg#l)KH%>pRu7D{kg5#}#S1_MP{-yfl0PK}KS$K+fhrJCW`G@6`Kwu`9$SQjcbIcD) zf4?z*fR%{wj3udF*wA74bw~%WG4FRUKk5qWzhz-KAQ8r7Gw+R^Ooz2JUdQtpirClP z&QGNJ!C|=OOfwO?Zpy;znN-X$^I1Bff%_ON9UuOBCE*8*UHB?_*V-QDn?8AU+5dzM zsddX*T0vMQsN@P}b5 ztlBh^y%VQI0BWzbz3mS6uoj^yye?BIX_<*i^KevJ6^Ju(V*e{Otr zu04AS#>bf0m7ZfgvPkN0s)o&t@~g}P=kGu`qMtgG)emb0#ym1W)b1J3u6= zP`&eCgSnb?USXqSupw4=HhY5^rf1%$d_VaL<`D9&lPXxBCu9o5YA(atB(!VI$& z%C4J_FxUhdjG0dtQEU9@N^VcAeHj85>04> zdvs5grV3^?{Qhb#Wy5wrlk9w5hd-!- zEhUN$%d|~ccZz>`uQnStD%t`AGp1p2AVj{6unmMNzjtWO7X<%>f7?Ek`8O=55Ev%v zv7B5fs~5^1#rQX*e^NRPwgSH#U#1F&Id#U{hmYA|uhdXM`X@Im9k~ZZz9zzq{8rxc zISp7}5j|TWjh)-$@#fQ9cUX{PM-@Mn0O86LQoGqyf7rCHE!O&L3=348MCaaV zSZ6kvUq^60X$&<9S~IC)>WhoTHNX&&IsKVsgLPTMnkGzaUf?)Snqj$o7Q(G#07 zP9PHg90(T}z|12@)%!O;!IY(%`IQxW*gB>8j7KaH)@U_yPP&!D25tT;LGNiG#8J2Y z*PR5r6&gDme*?E+!J)a4&D;srm~V{I$>+ezuh?%9t1+;{>qHVI8;o?5S{NxeYs2n+w3A*AG!^IcwW>`;+`*TJ^s|WxhsP4fTxQt1f zM`7XTe}~9>1sm9WzrLh$&xIE*bp3hUL->WggM3q(<)`y^6<=bt9lAc7b?~Sr8{9Q=@qSoxD~9P}TTV0sH%`njW1nZmV ze@7@`a}ZW0JaZ4{i5Q=#L@xOi!^V->wf^-T*zghXFmJ|sbX~cp-Czcm|NFY!+ie2t z_AdmG!cVa5=kx*&vHXm<7xa8E9ySAe^5o$e&d*^!R_Gw&f0qEvq(~@zqU48-TLR=Pg(5(VX7b=Qk;mr2JZ^h< z4A$rG&-`w<538bwm%u9=^4y(0~I%zVaum_dSxEglgj@!@?!g{VlC=5|YIv9OUIfBJd~6)ZZ)pKpsyhFLXL zb33npF#C`CQHxFB9?bt3WTEims-d*xv+OS%DeS2B(3~c?0y%OQ71-lCI;x|86 z1Cfr!N%A@u5VT$2a7ki(s3!2^?8gq+G|2Ms*TClUM8=gbg^{p#e~dUHW_<;=Dww%G zUoC?5xy$nFl#8%FuF>+IMF}=o7WNW4vFD-w=gH%HF0h#N;@10fv#{FUzLOc?2FqhV z-S(%LG43Gc=s3VW|M^O3^2;ZfU&|yibyQ+rxAMzpRR%`A1XLw7@?qvd*-;EFwlCMl z5%cXo*c^vfdlz82f2sX*fT-ySQ%(*o->>0e*B@xfBEjqZ{W z5bv`v7B2b2f@HD5{h6n*#ZYOX{@xQdZ^Q<-k-r9F_Ts|^e=`NxSlcw<>E?y?H2z`b zPqeVLc82owoq8ZN+-v$CSB=fXgVX?G6D*dj$rm`Y!a;NM8m-rN*jA^NXZY_85XS_* zKE84YYg&a4_1!5zFn$xp%zP8p_G)$F9KXVDVAv2L@-g;#4+DF&sbE!D@w9#G9?Z3Q z1b3ZEg%y&;e@iE?+<@gsvRCi76JYIbwzXnI5iD7IvKXBzgfY9S&Q@W4SZimtTl?7v zGsZJjj zvwnru`A4v*c6uowDj$f!#cS#oV=%Av6`i!1gsq<^$+^;*U|sFh_kB7G*jU}!R!@2k zt7H6&wx=Vp{A}X6a*`JFm}!AVUu&3|!EJ3le>H|pMOPYk-;1!=Hu+Teq#6)sTpq5T zGl4~4-aAA$7g$2NUOiV;#(KqQzh0~aW|#gUi?l=_h{S6Ik9osVKhl0gpn`RY??o0C z9DcITuhOjjMb&;2!m-DT@YnJ#MBF~_~GykL*{PdJ0{ ze~AaMnPTJm*G~cn6P-KJgT1g8^_tJ1$q&}%ith3&iNNZz&2is8I#_xWYK%OvgGI|2 z^VooB7_ZX%d^5%m2=r7)%d#J=hT+K13~azk_r`Ta<>OeNQr&$LURt#*-twkQ36^8clOIZ3@h~-Y!0o$v2G$}zKj}p+l|D!#Od2X585>@_|iu@o1r4 zCm`@L7mT#WV;&@Ts$$|XtgbavKVEHz9lxT3=I(Z^XSi0^)c%8|9Ye1K1r}I7_gnK_ z6L!A0Db8N#ae&3uP<3Itdf2xLf2sbm!UkL3bKO60C&2PxZ#Uxud)SnGF2u8841*s- zXO^>CVT)(k5n(T>_V_r0{!>8O{ zSk?tgqa4H6&G>Iu_ivw23RTH+Kros+&q|DyQYRs2(Q)yFiuu-H`i%NXMxSPCW zVuJ)Gs>eMN5+B2^AsvagUm9#shCT6!xeptT8Q*@kVIFq*%P^yle-!LW4Xo~T*I+)P zUQpuG25XOrrx*7$VL_Nu?vHvJ)+f6O7RY&6y!KAOTP7ZsuS6&Gg=D~F=W`z$<3?EL zeNQ#Zat$_bD-v&?!E)$n>s5mG0POc6IhSLcf#`m`Ji%8J<2}+JD%BWY?W)z8mFB}7 z>G$sEv@c=Vg}W+zf9ntiwVG3PFhANNS*iz70>+V-C{4qsVdn}_lY{9gtci$@;La?= z?l0!QA@>$w`3|?uD?4l0DToXAa`1;CZ`PKl1KY5Syl3`&QUnCCz3{DTT(EYGi*13H z6qa_0jIrU_ux_%{McP~olP{O+n$);q_4@bIQNMp-{oioMf1e8D63WnoZ*h6BSmb%b zPZ0Aw``xftu^1QopJ@GdV+{6V##JA0Roly}gEz2qa2;Fjy<-5IyGj=wpX*^he_1{gpbxMGtX1?<5->Y=YjL$N z6$p>sZ_EDEgVpyE4}#yE!}vV=RBaiyCvq!y$-0zb@n_R zYk38$e~CAzFZIO2F1myB>?eo$yKpk+_G^s8juwbs`>+<|y4oJx09$3G-F3`PutGnt z=N*aVy_-_h^zTL3U}RqyrW*r7M|bkLF&w?|IDI3>AA4E8BH4L8LZV55-7UPX@xd-}0bj4eNaIGbLWx*rXPRHCOZkY~Xzsh9uzdjbg6 zf4?uGERG0*RjMGAGFdTMp5h3erq%lqw*^A_Td13hZv!FG+;}VJ9STP`{e?+Q1rVH;;))32 z9zxDesXH>}kC46Ze)atES6C0H56|t|K=89wdRjm05u9J|zrpBAI8@wL4kD$6eh3P1n(U^rNTOkkThyIy-odr;B@YiRG-^`gD%Fc8RKAtlqK-hzR(MV zRKC8NOn4slFX_(mw~QdTybvk9w=@XJ$MnJUYg`EKgcb8%c^VuD>(rcd&_>8C@4>*B z5rT8!JUE8af$g?%G19mTuxD+>e|z}!HbTDUu^~;N0*799`Qa-12=17CXLf-&LcX|W zcFsu#A?=L}pa|+m$fFdEWKJ3)B$fuDq#6k93i5om{Hg}KDq5o|%QN39MTbyPc zZ2Ck5Cy`j$I+O=HgWQ z>8F|y67Tb*SC9Wi@c0`mqKx*i+jI?ly#F9LXECb#&%mTUAF8c10LI4mVQ5QEgehL-QHfkG`UC$pJgJwn;fn4D4}rzl2EWj=`ZAGl@#1 zD1uiYm^(OxA|!_Xe;PPuY1nbieoMwB07r%j?JCBw(*<0^$32* z$80@a4WWAWEr|2-f3T@bZ=OP%hMn^{%7Rx29BQUWOf9g$f4(mJ;EWj?gf*5JD?O$0X=Arn*n1PHW%Ij2j+u`nSCfi{_L1ABWo=}Li`x} zhU_dHv@TyPf9r@xsDzr?*H4{7D80{d&0P+GgB$ZQQ(Auz5?;A~J{-qj?c36-lp_a% zvmTrgY~e&mXwGw-qZNi7it~COePa+(&yA=wtl#!4G&{3d?BM9XmBWar%Lti%;2G8z zd~jso%F|v{gpmK44tgVhfRHbp&*?Jigu@StJi<37f8da->kMtcE<$or|5L}0p9sle zY#2V#3!!{JRkk}Lg5W4+jY-d7d5}W6R=6FF;NF`?pQH9d@Z?sa^{r(HK8lIy3F3s{ zl1m1Z6q^zJ^CP|1ceV(fq2-pb!)=5tqBOr(5X&!xpEpP!$s;6useBNFLvYu;nfzw0 z;n1QgfBC|85*+1QkUE?^hu|{Q{(KMggB?*u+P_TZuw6neBEx8fP;qKr|Kg#GkeL`R z@HT%$@NPwcybrG;IHICV#q9|MA9yJH&marI&(B0w(X=CEudqh>sELr%dnrl0XhX<# z16WMiP9tP;yGlLBju5g)qvy<;LfD?();T@Ee}LeEW3L)LsfWXLK7w%rc7I{CFZO1? z!QmLA;!AD;^Klwtz6^;mR z?r{#1A!N)#?_Qt3g^=<)djC554|NDEg7jLFu zb9#+K`I+cf1ow)$en?*nAw4}@_<+$4e<6=^d}-|LhUKa9%tKr3dS^Y#H&Vni#mOW(s(+x)!FW(Hbq#?MNO9D!^9I#Q= zaj9IE3L$49uKYRP3x}uQ{1)VQfW7PY!=_A25z>&9y!-epI5^RebUxh)A-R2zf4+u? z7JJ=`_Dfo{2u047Sh?f;u*aO;TFBlC2f?KCIyRaJ$y*8ouN*3Df2S<8{AYnk5}Wbn zDhGmh*stCG8i0_}J& z;eiV5%;;rKo_ULX?tr9)nID2Xe-%xgH*<)PoaK((>b5{AmUOH)96J$GqaWF)d^`|5 z-R)GK;7kN}E>PZU4V!xfYL1dh2RMkImNi|)a&F(3C-u4mLhI97O)GjA%P)@`9&gRz z$j0~PRlh1Yq-kgEdMXRMo3~mnjxr&n!r#^&zAQjU0iQFu;f9b1`QlRMe*_S6HphR3 z7K*UH970`TwgLOEH*QtsO(UcVo&#RapAnp|xF_jFd)Rpwd~NCtGlJ7zNt9JgK`3rr zUF*1DgWyXzeaS4oB6xWT)e@C(gcOhGEmPb=$T$btot)ky6z2pwuW@j}Zslo`^{w*= zF7w0BI8z4LdOlzrI%|!Pe_6EmCH`xNBd!-*THbdMlJHNKds3|k&UMn>MKck>dtLCS z`$UhBe0R7o^zb1<6=b7I`B)luk2%QQ9_&C!hUm!yyblq)aNewOyC&?7em1+2#)IIR za$fZ9Z6cJjAEfqIvD}fIQjeJmNAN77)W=8J5&ZWLIOX;o?0r)~f0qlNBe*2B0rO<6 z|Ib$^bhfF(!RK?Wp}Ox8(i5V_)-zTJ&XHH*gzN@Fp~J=U=AaiLSGg@0p&X3h4q5US zJ{rKjGpgMq@e{!}DbMI=k;1`5N4ZtNFF4Ygt7>uBL2w^lP36<(Ah=$E=wSQ57&p{v z|DM`{9knYFb#-G1e@RrW!Ue(_LV4bDg-BImkX~-u>Bv%4<7TydXiT9&Bzh#XUTP2 z2GApw)?9&z6kl1+fR|E4A?0<--_eSLMSZ? ztdigKBlu78f1>5ZhX}6rFB7d_5ggW}+GpSEHietedJ ziUyA6nXYm3DIz2i-$N=%e>>a4TowxZG}o$Ue`xDp3*VExLCH6nzj_d8MzEKGPb$x}9I^Q0?A)1Mh_bN3UFA7H}RZX2~ z<1oHh`1|!k8pgX&;zGxb#UaBG*gxJn&)gY{P}CSviniZGNZA+u6ZK1lqtj2L zf9?7(ufLHHbX#N=!8te{zo7RPcE!0?OBB8!G`X1zPs3#q65E?*?Ce->m|y4>ZmmUd zVJac-$Au9pYRx9TZwmPW62~ad&WFzt%HyZLKBB>Vfo?UG!ek%8sT7EzRE@Bgs-br-A{N2(yCd?8o3JOd z_kB+x6}FGjrD={NBcyfxGHH|8Jo#z&JGf25ekjjN0-Y5ckhfo2Zl!?3AFJCxf9ERU zU`$xro2Uo}e1@ZvHECGh>sj;BIU{6eKRv$|ZG_;@Y6|=Jc*Bn6x_|Fv9YQ0M#zL!v zB4nlBhC5&P5E>~1-)mO~VI#*zQ6fMbi0ygY$0yFf)|rpgxMD*DSI|Pj=aB?k`NvQa zx&}CUalWLPyb`v8&E&eqeX*~1f9{K$>A-=;u2{vRSOoWiC;yADF+#zzV8eK093ivz zZa+rPi{SY0vwUl^Mab;mbKKSY4TrDr5s!m!Af#EU`^g_n5qy8|j;E&%#!(Mn_DErK zXjC{q>Q#-9Op^c5rlv)34Rc=MsF+<4kLuW@%_WYQMR9Q@yaOdRs@U8(^cC~wAoAD2 zjM(+Y#JT6PVdsB4ATG{P8jei&CM5;uG44NO(f-2$j+ou}@|fvhfA1Ilm03O(1kV>a zcv%J8C-*DG#%Grh+-A`kzMUY94}Y8!^}~4hhDYv{TM`hJoTW(3XA!d7{3-V9$*{lC zxl8!23_A)vT^GdTFg~X!7@n#{$j(PB4ut2x!N_lJzt&I$SK{$e-G31wrP`}pBYO+P z*!D(m)*o;DS5|(yO(3Leg^4F?qY;wKurYnl0yqk3=a5%;gW%sM7&5P6 zxgPeNTa=s%A+t2J_%>hx2Nm*Mhws;cc&F~s3k|G?gWBUW%4#uhR=DE0;s^(KzvVi4 z5D_wR9uLxyf8%hpAjTx~kPIRBp?^4vj3Q(#E0%_*@UW}b|HvJW`FLFkS%u#UY#Oi+ zxyte&q{G`jjCzK!A6~Px9zlvw6|hV%Dq?f$*XGsQOUytpZA@bo6($%$HkxVOu;_=Abf2x}xLVk^>EBkaULbXIA^u^B} zA)#kLx%!4Nzlhl|zSWE1ojRXMFJisiU(r8s3ggsql>J5_#;LyphtxSw!@k2(i~KLF z7X`lP<}@O(o$!I6tt^7z?omD>KNy!v37f66$ve@*}U<1S?OBFFhoBrLQ4)l?J@^E_Uvyt$z}8cM{q}8 zub#;1ASAEj@^^Hs5Rz2eOHMDV5vq4Dj-C(9e`4qQ>^?{6ZP*iFDq#J68Nq!Fklou# zfUV-hWdcyj9Nkau&((kpc%6z0AGjJu~{>$Pt6t;6F8-bbx9`)Vpew!j%g z95RB#Pov5S-k9f1zc}B1x&U_Wy14TXn!(W{L&?X>wFvbIk!Jk?dMtOWXz84=^Oko# ze^B^}?T?)H(8LNCLh^TL^@Ok)LV?f*bqM`NXa~ZCUHJu}7#r z9BTWU=S+P=NCiS4*M~YFIIo{fckf|*fBc~!^e43&>@17l<_#W)<h>+9v{rk~g4%=nFwv_Um5c23j z6Q(``1V7_-$lZ|+hjxPTy>GDml3KoZu8Iea&hoZgBh0~0!HFgLmP6Rl7^5Vge-DAZ z|GpXg`Z9+3LeFB(J$=|sS4t+Qy99gEYjv4tb6`(uW-=sh7$KXW>i2kn@$Ca<(;SLM zj1NXM_bWeQ-23a4tGf_FMs-?(*!mm}Hs2h~@{}RRtab#nBeoDqa>s)nQyYXt;GEpP zM-&__zj)*(bpj!g{zw|HVgfs)e^T0ur4JE216^%{eLd!bFCNRB-$uy%Cce}vFkn5g zi~cgg_MgS5Xoo`<_R{T|g851iiieR0Td%b-?qQxwk+nxCC{Hk%_5DStn9S6YBXtpq zGdrbkWjPSiltlKVmMS=Mr;%?SQGzY8hsH^tRuQu14K(EK210sI57+j1e-gp3HMU;9 zj$nRMQ1zH&4)*?bciSk4A~^1bD6?!2*auQF${8X;@?N~y+4c`Y!A;VjUA&0pJ!4Ol znKyzDDQ5H zV}rlH5&SZPw)G~q#}i35e@a6i5d2E8zr4gM>~1_$PH5hSox})Ut@22OW2zg zu6hc6U%xVmkZ2$lh6e8tYJEkGuQr&!$NvfPU*SbaDrTjBpTK;Gf7!0;9fcii=UO*; z2w{7$>w4w*dl9TRT>LVUF)vP_XLB;b_Qq1gkCmz(}3Nc^n}bURip;!h?|9YM+R6#CW-;dB{{{+-VOu zu=@O0h9C}GI)oTXB@68NyM)W-2Es;`=$}v0mT+`@$Er|Ee-R6-BiOe zHy05S*#hsaXn)M>IUYv5GJ&HiMix@%dlTf zs^RKakL5d&e`?6@3G7|qV_mC~hocDA%OvL12tK7}r&c5zjsm@22bp2Hc9O?YK@jU} zTd|M7zd6A6@7|kl>qg*62JUfN`n~eTx(qB6`*#EZr(4`E) z|EFTp_!PzXOm3F#t`$PQ5!S3>E{@>bFSt42u>L61HoDfujF5a4if*EILC6mkZVsJ) z4*OSHe=cwr&LHF^mXWGg|G~jCr7*>0?EQRt2|X@Ye;OiFGUvh&(iS$ln&YVIY}qzXrSVj!qYfFwgB!kkR4h zgTwt)5jEvI2!5+Fmv-A2!ROyp>}|mI1IY^DeTnrlEjcgG^GewH7GdOn`VT^8vq~fK ze*ur+CfMhmdPX6*mGEQfnvw{q&NtQN#B>D5X~U2zs)CTWpJt8a!npf#=f2eSIRw{z zMY)9B2IGJhj-eB$;gIZux%d+-J6@!ls&Ppml-Uk0jUFrri9+#oTILag*Go0c8u3L) z@X~MET!mpf%Jm_sRy7=uRJfn`%Lhkqe+DD@RWYv`s6TQ#bBK^=n)>}PDs#=4$BDE_(zn>{VX@?J2@ zV&OhQN=cH_e+=VnKEAW6jo6+J`F^P5!}$4?R;+_#7nVD|i&BY2*#6Kj7qA{je@G%j z4QxKw1My-1u|{evzbvLE4T>?IjGwsoUc?Cw69-NR@Ny$0I|7SUn>lbKnb0icVF(B1 zqSl(f2nZFohtx;4Y}lo8irH`Kg~MxFx+2S22}9gWxRIHLE1ntFzun%#?_vBCO8wf3HXjZm)hr*(hzT{wqOYHm%8D0E`IDI$?^u^k~hEhfY` z^co?J6G*!Ceih5JV{^V~GuU}4j2%s4d_Uf@_3^heLUm%K;ZvPH><`7z=qeFmtKm=I z&o~bRANjPNY#8H@A)!L{$JY@GVdV>CqWuVoTeCw3sTo2t;>c7-f2oS~DoNCBc?E<_ zBX6EPrymY#Z-4Wg$2``1LjHFL*8jct?HvOCB6z~|z%_epAM4z{ygP>NeN*d{_5#Me zQ4hMR5PRbgYMQu(SR3 zgrkoSLQ}fFW{^{a;Fh?S3!xF>7_6xW;B^`&&MWl9Xh()GK9lDVboRPJ4d`Ds(k9I!LNmWXnp(f z4e#XA^08t9k@I zr4F|{E>1z`tENr{hH;4gyI_5bKMy)_p_TUe6*@138lB&DL zdeAX)f7*SYAq`U6&Z?gX`2)>wo+OGUzko2#W8pkym(T6O=XqEB##5t@1U7nN{cba>l_C}1siG@|@+)VBq4m}N} zAtLrK>9V1tmg7dilP>7@)VQg2r5+k|d8@rme|8~x_zNM@^%S(M`uo`_Cqq)Cqa7(7 z_IwDOhQ{4I(A=DRfAD()w0tb>6H1GM`p49g6{iKEGEMEHdUF=kUYetS*klMpYQG{f zHSA%;{dIDk)DZNfUQah-xv>k(?*3&bp-DC%kRov(njM?cMvC7;Q%>kCZ__yZ z>gdcEspx^$(Sv(mD~!=Ue>Jq+4BtWXkzF7sP8gbBJi;y7I6()iqC)ktOVH>Y;~MKC z1O>NTEL{gYq2l({hwj14&?KRy_lJ8Df4V=6>MGgbq4r&t*2kA)khC9R$A>vbQvAn) zsjx6;rFHk@{5k_2(a~rB7}7v99%pjtl>oHy@HAPh)b5LW9$#60&#?D6upO4y4e7;phCX>^AzK#JrM9^IQ$Ig?=2^x}ykH=J&|ve_ZZD zWnJ4Sp&||1>ZoZFbZj75T4(G=(rsw=`)K)6>I<|TI4S<#P=v}SVlBT~2chwxCVZIp z7z``PZ|7b-2YtUnX$@p}06##$ztFhu1JR8GHyB_Ez%i(Qhu*oDaz^ZR(3SU`ti@j( z2H!1lmz2k%iIfYj^uZR;7j|FJaN!n|(SO-c>C&En0!Mv*>NQEIG?&xUmG}g8citI4 z&~k)MulT=n=DE---rXm4>kE9@Z)a}50MNrwV;0Ue4h^9-{Rs|T(D_=4xZ%qTRh5Og zLcZ$IFg|-}~dEZJ0E_Cx6DSv=pCLkan}eGK$>_Mm-INT{CE4u5K# zOHNf;nL!2WvEOw9Bdb7h2bxSH|bGhXwte>OfjYhB>{`( z6}hfZySu~@HgOR;B-?0h3nhORea_a{r1p`g-##+^hJ%KSUET=I^fE^JP$m243H&ZzaN zTL(fm??lni?nxL;=7@klk$(`W*_+KP`v-^R#`T(th=J6Lkgp zq1uppRKFYQ41AV&PHJQOyC3MxWe4>fcabMvnb7#!V(IQy9aMh0)qf>y^93?0`cFg; zU57f>BQ}}O*P(Slqh$V#8FV&iC-a6phKWbipDv4hgZe)Hn~bEs5UbuQJSvWZHo4Y^ z(ieSUtpE7Xjeyuc3=S^$h>*CCH5m zj{j190qW1+Nn^^cfq#^z*R^m#y3l(^T~8?U66(@gCZ4U8^dC4MZN)f^paG8{rJMLr0%DV{OrK zXvy%MR`9h$3v}sqy`Nu!`nkpubXF1yFSfM{c%6dSYq9*U)TK}tJV&ba^D8vnh-%8T z>Vd&ak$-XJC!v5W6@0VmjM%HnIsiJ$8FUbo8O^ zH;a0VOC)qR_7vZa&W5VN&wnH$)u6-9x$NbaZ-4N|;>qo_5eFDO(mfIsz6)LL;o8fm z%%JUqA^iZ)INITwK`gqCK*JiP3AJf5MB{&`*yvrx&Of4-w5|it)fA?A$cFrHEuKF| zm7yGGjPLc2huCiI=}|d)X!A~rk#IMIzM(t=HR}?{be@;oU;hVbWs}b|Y&sy1OS;M1 z>VG}_F6B~NIX?|8Y7C*Xj$AMxc7pelejcFL9WPs|s=>I`v!N7^m+&v~dSm;iF=(5T zzs{}t2D&?CKYg1&g7K55+W&l2hZZF=>1vfqK#5fEwZzJytsIfonDB=j(W=oqA*C?b z%@kx4{R>J@s?qsA+=iN+d?Z@$HB_#e+<&yD+=UhcqJ8TDE7S~q`dllt3)zv}ye*%c zA>)2z)RRUk$jQ@Vx2mm%Shde8|3;Fb+f~Hb*R2=2l&rkf*TbRfS-jRi+Gw=wXU-F~ z$xJA=nc_>lZ44V1o}b`}P&T}^Sw?uYiC zrmDXS%TV{6=6mDg6iBr)kvE{Z3Uvp)A|*U5(0@Lkc8lr=&;&z#+2K`ao{o>yNJv4Q z6Ey~_UmikvipZ@D(MiZD2^GvK#DBOml1J(;Hvzg$W^}(**+F%$B3*u=1|*MHh#6qK z-c0$r(mlx!Iw_u<4q7OM4n(oIRZ|>ImLloaDLo4vE|Pa{-Fpe8w>w-`nYh6<<$>DG z^QGvo@1JxH?aZK#_ZLgPdLg74`IFp&4U9KUJ+ubSL2b?h!3X>!P*mX+H-B+s6si+m z{JnAc1jfg5ngMRqSYEUK;QH@0^eXz-#+*}tpI1#Z-3vsavH|@qh#=4=svtV{N*daa zYd9B`^Fo^*?QE;l2$s{YUWwkdf)=+cv?P-+(4?OEXLoGLpfU5tv0H_VFjQSm#!2}C zI_ipJ{(Fr=*TEx3DQ8M(&VM0}`!|O}#ec%zlC%yno_-j4>TMKS&O((Fbxj5;>_Y#o zYrKE~3b~rkfAXQ~Kjz!9?1fO5EhT6j(t;*AJ=6QlDGdX{PiYRate~~^3JaSy7j$*> zjI`N&gOLF*qL0WIs0g&D{*^I-W}K?MAn$Sw+P}7I7AA#3L*jLksDGkEG+r%Do55-x z8YP8)t_vlgsiz#d6V7=;8TI9!r0d6^+xn8i>1$C?##$b&F3X7J*!rN~<7FtNmb^Ik zv>kgL)oFj#Q&4^~^O*c<0%XS&(a$VTK);wlIF+s)R6R(0@b*>_3|EwMWCxT&`rRT) zzWX>Ro%T$*b}0;cXMgrTv}C=34x;1*F<}arc;WWoKe++4bwE6&4$K2IlN_`m?2awa4! zsZXJkjpOM?LoPJsO?q1I%t5_uYb8-A6#A0!n`@eQXn$d=l)x`fLOcnJx_jeih+z^g zm)22(*3^Xj9~IcXRx|UDU*LnXY^KG^kzi;~mq4m0`Ffr-|1k>gQi~PX$H=)`n`1&`BK6Xuzx_4rE4z>v9m#krNhhj`pOuO;ES$`xuL&gL}>Tez4-=%`XgpcV#XNrgO({Jyf%R>01tJf#!6?1;^!bBBK=cubZ z-+mvm8GITK{fnUe)3J$nMfEWBihNgJIRJ(qRe#mW@K1rYgJ^ z&xAFWVti4cMyW^V4Bh-zKjn5tpjW<~Xi={Kt>drv(&kH`wb&T3J$weuuH50leN8an zk$e4z&jhq9OWO+zU4hc{6C1R5R$##Qsp-vP8|YZHzk`_GfQ(>MW)r(TXd9DBza;k@ z+JFCzk7_)~g!bXqlZGiKP&~7;I_60Q6&!S|kdg$Y;ioUOyLiE9Q0GFP%}r?R3yC^M z;{ly!mwol}pF@sXz4RL6U&ssm8IJ~zW1h^-D^-318qb&I{~HF#&av{i)u#`=##hPq z_ynP_q-k!h!4lf#1?Z*|{)5g;9(uOhGk?&ZNI4+u`XBUO^p>5t*#+oWrPPN(GqkY& zLA#XFIVjD@iJLY$f{Hdv8GW8+Xn9QKyWaN@{VtdNr&)LfTH}y()I9)N_PYsT=kuXE zEVA%&u?!TZ_XU-n;)c#Rsp#93wonoB`*fj+AQ~@Uop9`G6*RQse0ugXpiCyRHGiLw z2c?R`O z@_!6$29TLICZ2dQ2P*VmbgLGrK<)U5;5u_4R5}?{dnzbFORVGzIZ-$0_$sq#q$-d8 zituN}|80W0!@J?KiC3V3OaG}K??MXe0SA(rdV|njd|!^*?w^!hF&)% z`Ol}IQB$3-zrTurG4XmSzJC~7j3=+IFEh13M}2%0zo`=RdfRx=tgfP|+?2G_*!>Qg zTGDR1WN+`=C5Ig6{7>aj4o}HJX9TP!@VW#YQ9+N-qyZe|J+u z1K$Qk4eW?R_3b?9Q@aJFIR>@1IBRI9*)qt=c?3n|hWk;tmr(e4Ie*YZkQ^#6{<57b zBSQY9s@EwYU8woO7Voq42fA{(Ue6hkK=0S%LS!3*nb??91HH$&jI1dHKmq_UASkU~%vJ1_5 ztv;_5P6CRUMBqdasDB$vS^UIpi~cD<>IM`%AlrFRW1veGnyUPY@40M3>z7yb2BMWv zP|CO~lP3n5mYoHKX~t;j&)N8o~?}*LGj`b)3U>p2zVSQfo6O+zCAR0~)5ytJiRm z!Q((lM#jk)^nYTz=gtFd28fV&JM2KEBO=M_KU{O@5VX(S)lIBzgchIoIpK*ekQ4N+ zZ#AbiB*akMF7fS#66r63WRbN{Rx*BSK{p?$$zN0~R$D+*SYwmPL@qSHo0pFDY=xq8 zX)0~kUqa2gyYiK~*tcC@X+GQ{g~E-quP(~e!l3?#Hh*zfCdhIMDSQ9;6tv4cdXpPz z4Y51-ZSybv0o8Aw?|3tD6iVsxRo6sqf|yUShKgKn&|s17mOq^VL)7Lq;a4%f?LNcx zeBWCriM{0BWnKs+C|$%LE*r0pY0AMU2Kwqgh%<@ZhQ^D9owuffpnVrd+)cF{Xb-X3 zs#)L%secCYO~;3~L5m0Dt*@dr&|)8$-LNnUgC@RgSMEH6y4Wcmky|s+JP<4{cXT(9 zPkmIo-!%bkCY@%EB8ku#Blm`Pm{2TP3?s2D%I)9x#)H4>i>z#0b)=`(NwR=KMGG*p*0E&6d zCQdCSqj&k=%J*KN-Aic&;6*fJnaC$wlC2TEv@5krDbxs^| z4u5fdV>*j{=gDIkGhL%V(QG++TqOmXr5w+H<+6fkjeyOZw%srwBk{vXBOY4f5@if_ z%Rr@%J#&F?I8+pw+)k3>fj+}k@n@Wqf$;Hw#CS>ylz%zVHzOhg9THbX>vIkPxpH0X zhAdU6a_?aaCJsPGyrzgEuP;gr5xTFvaeom|VZ_RbphhST7xUPE?+Xf>V>NAKJ_iLB zzMok*Y=N|J@6o9qOQ>lZdrYI+h2ljXjd$%eMqcivNzA^F&{^ZpD0%L*3v+X*vqsg*gg?VJ*;E-EyGWxd9scD`HBveTR1M7uO$fnF4wt z=DV796k1kaR&2Q23ROgrY4-1F(0@EVbL5fh02JKOYk76r9Xd4pUh`bv4TRFE#&74t zkYmz1u(`y7oLTiWl4i%CwIg;(t1$yeq4jL9Q)8e`wDkPTDgkJt-{ilC!U7c!U+(d& z?}O?kg`%VVN|341wUaGk2lSYFv6}Q_T`N!8f~;5j9lY^E<0zMNq<9OXt^cV zDdxNhI^C|FTwme}rD8)_hkv|=a?Rp}TNebNQ+_FdwPXP5j|N2AuYCzb`SnM?>Xrhz z!GqRks`Z)qG0lDG`*7qOV_Ga!`>DuW z4_|_|Oya9UF{#kN@`czM?+U$JObG5Z7SO|(zw5j`GnCJP+lNwNRCM57{u{^Dkd@Te zMSfKTb;p2jzFqrN?tdVVX#i4SWPfV7;6(H`U+{h8lg}U$30Ycg5q0PZ@pUAf3 zfKGQa?HjR&rdUzB^wm@#55{u97hxEP|2)(wR|VzTOth-8I{3YsF83&BK&|YVl;)S- zFmREvUXRfjp+!j+(SN~>IA6V|_0$cZwBm7nNHx}tHtkP$$pR4fWR7l5J&o(oAk@=- z6vz=8szG<+p-7VHP;kk86w!&;`IP9PqKCS3c0CO=J#lc~@U0X2^CVdXIs>6W{j`8$ zb03sXEh@Ssasx$CSM9L?*0ozB?`fvkgT8b^KjVTRH2AtW`G4;4K)z>_ota)+VZX4S z+EQW!#G2kL(s(gsneEVDaeobs-P*4F-VrFwVa2s%XbGryx6NI8p$W~krd=u>9?)>f zXZCDETdSpm|TW%j#Gb7+})jem469Drp5KO6^sU zyR^5grR;O4T7P$K?A49SQ1fMa_(9Hgl<_2M`&%!1FnI9Jn{KuW+UYYW+oXe_;X(EJ zYp5TpD=jN#OXnf)nqpHgGY{0&-7jX=<^`ki#GSWka7j_y}*6T7SFU9{LkMX>H--gH8%Vw8g=r zP;!n#c;6Kvly0q9Q?@@7rMF%>9QxuWB(ba;G0(dU1wLi_-8DZ!g=F*ge!jCnzV*F3 z`wAn<2~I1KKOYMXAMXim-ol9Scl_zrRih{_milx)K@SLNbmn?R!_f3`f3Wt(Jy7Rf zN?&Fihkx7}z8{kbvV}Gf2fKU+dR`9S5v=UW#4kJxyJl7Ikdfpr= z7{kt0%qT#U#5dbAxeN$uz9d-Lit%Mh?9c#_8=Bm8pRoA*L)5D)FL*X9L-hNGb?LHL z7g|2_i#^y39jB!9xOpBxEo{1UL1-Hc=?}34Yk%B>){i?HX1|_*_T5Kar;dz3+rE8P zlh2;R@Tio3dxSI1pznUn_E?u)5Z^3g@2Jg+8a9kZ=l5eDzCY7;Ygah* zEq@K49|FE=k&T27fwEA1f(&83ws|l6QOJ5>TA8jE}~E3A8KH zXIwRW51qXdo5rt9K+uBVjy+;Gpz7^C_9$&Fs5iXOas~U1!acKr$2QwSou&4!v-=XD zEZIpyC8h?_znz&d__`KaZ8|(S`bz)j_voZkJJU6DHv+lNYv)#>FerU1OuMG02!DuQ z&R+buM-)i1Tr|Zerhxc7RG-@T97tNtOv&Y5K&DvG4l(HivEGEkZT~tbag-}g@!A3; z6K<9hG<86l^Q3MG(gWhcm;P!Re#|>eWn8Q2fSA#4&1&5Pg!a=6Tp#WOv1^}J7pE~0 zW^;wdruG3LH2vv|lp{cV=&iyi^nVeEcPDlPrb+>^(#6K-avczg-<%U&6bHhGm-KMF z2}ni9kB&*}0m(unoX*k%NId;hZ?W$s%J4SJyI|ztn1$+D^z5r=sL^=zc z24dW&9VON3Knl9@k~u32h;kbDufA0Wa`bDR*z`R>a?cHB+cgBlmaFb&n}3;s7)d|! zkn0JM_Rp1FbtVImF0?}JF(Z@-X!mFz^Z}yEhGuFSetv?^IY)0Z_Gh5i9fJM!%oRy> zp|?!a`E~0hS$}ifkTsOl)oq%|y;qitW)j(3-Wv5}T14LDW@&g7>@&4pZ-4Ve1 z`_hi0lF|tz{bWt*s{tU{oLR86EdWwOv%f}_9+ZiKM&`$LK7+e1W zo;Oy;Mm#rTWPp%#(I`!h2MC!jo9RlGfaq1?DUyKsAz#j~{E{3H z={cESj(os*&_z+8ZGVK)xxF>5NlrixvfOd%J`Zv34 zfpoJ6eCcR`*!@|1t8p94}_~n&z2qu0>V3rNj%PmBeGfaFD+>@GzEWxOjI?6r7*RvovA?v=sye^cuk<0T-?fAVXc-i`C- z>XVsxeIOY->D{S#0tC|`^D4^`AntG75qxz42$Gs~Nq?FZKuoJEAK!Q!$l+n~ZS1^2 zQj}h)nk@$sYqZ;e1t%alFzqs8e*(nBi?+j2AA$VTg1zt4~JSX1z#youA69PfZcsjV?{@dCo0TYp=bZifMh`pM%US1S-{R$oY;wue%; z%5Ng>v_SR=T9FW-0n(<-M|UHx0&#=U4MXF0AdD`02PSj@akN4`zIO)@yo9X3t_lW% zw5RK>lrDnL(M5TtZnnAC$dtT9ayzaV1HWJ{990Ii24p@XaY8eo9t4pcn+i zYk!(AvnuZZ;neDKM>+idY2dNJ4A0wI-*=HO9|%u#o^2GzI2Y@^nt84W%48$cig$P8 z@j7CiyS@R*3g$Xq1v0mSCkAgSsXP{y`XA?2kU5cIb%6mb3kVu3SnCJ*)* zGFkEjmrX!)+|5qdEe52))uLgp6d=0EJAWR0KaO#_SXMpH9*9vLjFz7}@b_I#*&=w| zPe!iDW-$Qq#(UnFh}}Rc6l|4<^8xbi7vZ`J_`DXml+#Xn0+IQ%9vcPYu2sdz#tDpT zZF3HJOw&L-_Ez*Ht!EO3MBc}3B*@;zc|mu$X*vF`wom=CyJSHgaXUnNeyU=D~E&Q=&G;C*YBcpB9r z4y2gQzO4m#{Fa;hx2|&p0{JPuK7$w#AK#tRoWOXJY~B0TqY=tZBrk;QjR2yQ#ad^1 zJs=N%`4~EH2L$I9UMCV>|JY~7Jb(QcKsLG?Y3c6rjrL6=Yb^Tspk0u;~A?&4nsjSl(`(doBhoI%FgOYkltZDzhI=Lf$NA!FBy8| z-3DC0J2c)$3u3<9dBA=I_oMa6pX5Cc~$w@I|xJr*&XHwZUceMx|JaV*UPg5`fj70K)%9JcR2_1PR@FT zlQ&F&tg?4Wg*ptSA8K;KO;%x_ae2eGSYeDu-L5b0F#$P|-)3n6^L-QJS$|(fAYVK) z^x6*RgOp~p#E3Ewo4Oq`Pk$By(P^=CXrUU)4|)e@@>}5buusQ*e*>i6?;`4vc>M<> zb@qttgfe;6eH$)40^$$1XU*p@PIXmf%~;;XvJ2AkPw!+%O3h;Ny<{$K@Uiy)qhoX3H9D$M_p(`_JMLs8;UeNg&+@~f{2 z5$hZ_>Rc$sn?N7qjPt9pZrJ$R=8iRxICu=(nXx_@b+GypvJ(iWKR6e5lmM}0g9_tW z?6>**0^@}r0ofq$^ZBoMe|=w5o=NlrSzS9V+#2(Donz{L!+%Xswk75AzAK49bdIqp zl(q)KF8O7y>@>_5+0QE@6mcD#$Yj)N!+NSPqHK{D2t429Ph?^}=jP*>F7^<}tM+c0 zJGmc-N=eaWT5Ld)ZhbL->>iMX1+^*{RDo=%lzS=B2g>NAPChf$hH~bP*xV*tAcz>s z@iIDM+;}G>u75Xy@r2=AumwNXpCWfS%;$luGhy=NsS1zsojS*sraV^%WkJt2_3guWwwbnlc7Nk4Af9M1*?M;uet$08m3gdJ zW^ekBSBFDsMsZcXi4G7d#atN=;&VA6w{g8M8TZ@bvUkU0TrUjF8!lsfJ65#aWGD{G z!VCC3)lLAJk-?EZ^Z}5j50QYI{49NwJZbHmkA8<%&8dX+itZr zT3{Zvc(TOw8pwW+r%S4sv7Xu5)1`L^NJp*&U9*seQla#<3{OO%Y}56r7q8N>POq1I zSAVk(%Hpezy0E6;y0S=l)Y+SXc>ng@KCaRS*)~!XcZ=MQ-467xoxQ4sSo9qy{C>X^#OT<0E^}TACP`% zDcotpI7q!kP_xH%bTE-4^4?A$lFuDCHZ_8BqtOFg4xvEkX8h{#8RK$IT!cY$6V5Y5 z@rNh;G5&L8^t^8XVs?lt|F%a^uJdlR{k9U$gIl({O)&4M-3;A-0_&8;qAhmVAAgX< z8b;5Y-vlKyx891+;QH9Owz2WsMGo;Th(? zTk0M@d$5k?JSYF`{AnQM?!GQOfq!-9jiV+@Ws*>SgLF@8TO*Lx*WKe`*?{N!rjzHl z=O6mzPA2ycAc%<(R=%DA!ik&1-ia7LD4!)ib>Vu`?HO@w!G42y&THSm491)G^-+um zaDHg6+zrIgfbGKbC5Q|s2y~@Ep)%Wlg-Ha1JGPmd2=k*eZlH0$T z8p~k)B;6_Qjddp7w-ZMvS#iC2TfdOSK0*7qHC?J35CR`;lqO-_y)&vscF7LN=x}c= zy8w`rV=~XjZpV215|xxz1ApP6jqk`08X#V8G-lJm`f6OaR4E}IO7qAfUJ~6vh-GFc zIb6j0#ISQ`b~_NokFxoGO~82H_(jPCzAh1k z!?L14=y@&iNfP6NPx}q6s3|D(SXzP#I3;(>mbtABF67gRzTV_9}u>O7vrvG&PCE;?02_P z;TzVCHkA~GB3ZAio^PKn@+bE_PbS_ zlf(6zQ2JwVvDy&x0;g;re?8v+;7_J0{klMWq`f6-{XOiH`bfbFsX(5UGqrk*{px+g z;qYgkKxm}%m^Qos#7W`GY-fy{2jWei-(Uyw5Blon16XgK6o0UgN^5{pVo8HYc`6X) z1@9AB%7A#ueUqdv)>jP8t9hSc9oXQL;zUJe+`o6L(^$(qVsc@)kH3tyi z3_SC#xr6gX)|eWJ>+|ifA;ztB^b=0)P|C#tLNlj< zB)oRkON|`}DOW@7o?-r{WPXV-!*%1Kwkxq?5D4MhJaUAEF^=lr94S#}goi{t|Q;aUfy8FqNmYo?u zSYJ-qd(s>4V}*JY$3rOHWz(freGbUC)kd1IUL?tB%o_BX0-@C9fJr{C9~<60=|k0c zo@Tx`O<_=`&2#qcC>;=KjrXq}Nx=DHNTmzGe(LE*ZtFGpJk49mqMfl%EJ?pf7psW< zRl8aRYkx14#qHyE`-souaTALY#s@Ns#a*`L`#|25;L)_Z56YB_3w%v*oZ5Kk2L^8- z)t=`2?2i5P!k(`#l2}L5`J9U069{E8^`~^A&O-U2tP36`*MOM+-17Z-4~%pB=|W69 zfZQ%;F4}z;h)YRz0ymyuoH!Fu5rFe0IN^Gn4SyrnKcj^76g?mYo$Wr&GYu8o${Fw9 zF+kZp^_<{Y%u`O9JCDFJ_NAGd$~>@7@DwF(IR6+(lAhlBR+uM`N(BqD6=C1M{dwy@ zbcnOf8v*HqK)&Gq$=c-u*74kD^=Jj5jNgdy>I;n1X)7(uOCC7yQu&%?u|5o+zeZ7X z1b^~ga@UL6qd@$2d&kxEY#=!v-li;S2BZ_`KEK(G@%xJ3m3vXA@y~BT*P2v-Fcff~ z)fS%v=_|9+k1eMlkBqa|58-nbyJ;+peScDyT*sI**2B?bUn?{5zI@hAuo}J$#80mt8jh1skP{tH3%29#G5j`Dkl5-9Sb>=H4 z*NOr$b1&nJzAumx40L}uVLp7R=2IPt&tdiQD;5{Le=i=j-T2%JW{CsKYJDH#-KARCVrSN-=w_kdIiL7t+OVD(m>XAKD6<(2@vmIABbeYc#{?q zt1*%Vga*|n+gEiMkJsN==EnXZv41(&dK%yV5FU2P!+f8!FLdk74JbQJcY^(_Igq&d zJ^H3`oOl%AhbUwI0ochYW*+ueW|LrpE9!}@Qlqu553HMsr-FMrU!!1$8K za*vs`21uvBRtt?_AF^m}wnrH2NLx~YyyZ(EY}m4P^%DgkOX^%b_QVDV%T}vnWw4Kj zZ>Rhi2Z4A`J)~yWT_E}IOuD`v=bb>iBbNp~-(yzPRS$7Klhssc-u3|5yo&cjM?H{< zK}u}lSm!6x?7O;w6UYa0wSR21mw+&ghSVCzZeg76 z?BB;c4M2K&^zA98EbQmmUaw!mKHk+^T;f|G&I7A0JGq#kY%f`r`F{e|6)~#*qW)cY zAJ$x|RTc%Zj5n+GrL&kf%zOEJ_5vw1Z*`ER3FfU(@ZQe^q&BAVz5?7Y=(~Ye^eZ3; zI5Zd)8Up$9`?2(qW+1&yb|Qc61+vR2#dTZVf$W~H&$WX6XZ_|qTJ|?E{++p2G&BXo z_y@MpYWTg7ut)Il zAcsER@ElG7(L%hYMRPaSVURN~7KizK-@NiGIv{^PnS9^{et$p9x6(-UIS_ZzNX1{o z`(oFz>GWmnOLr-<{cu;oIOQ-YfOQn%(I(GMZS1dxuiEV3-30_AgA0{;c-=?(Iv!49 zzOy-)G-Yj$dBDYBayP~qs&DSI{rW(X*X1xUxDAAF(d09F>wvJ2;uGPw5lGC@BkxwL z0Xgz!*f$$>Ab+NpB~YG`ux{KVz5DDpj03CQ2pMbyVs7++?JUNZ%kE(UYx|*0*or!E z$pK2MAMB&$$NtLS(1d130gwvEHeP+v4aBwN%l_*DN`C0eo(aT!OHk}<%wPsG{pJkf zIYIwmnC)O2$bbKS@4k*!slRvML;qTy;U8r z8zutj;f%177uF3-#plSvm=DRE&Bq3{fE?si7$j;3bxq=>$kFm)= zT919|bbs-2{ianIFO)SN?D)su-=Z)UIpe&XAzrZ}4+1HkvZ7V@6-YVWh1R*4#}8}W z{9d*MMDxURrDpa}ws}@A|0MRWba5@6iBEyNrg@35AM387r)F;!P6BDKeM8+a&a+vK z&v#@Sf$$t9Rrx-}y6mp%z&PH=6=K(DaRQL`4Sxu)`i}i>{o==#8&bGCk`jD289 zP9g_8#?z3IP1~PhoJ&_eYF<==_4M93SJ!hux^~B_w;J=S{gdx@H*W#aX}@It5cX>? z?jAf6_z~-Ojzx42>#`KvS2r3lUS!^-rA@?q_r|W~Rqs0ky*_4x@w|ag-o_T= ztXhYktOxc_E<<6*-^AiN>^rQ*cnrv`T{cQ4r=WrXX2-H!f#BBtiFT|Ph#YRlA+=a% z_w6cKXK@Y40U6Oo8knDY@Ag0B9>O~DI)B@CW9<7z9zVZYgzJ27NcJQJ$H7 zu+C&>l-DUI;=k?6M7#BKq*s z0>qJPhfb$vW4;BRJP%dO6U+6d2QjY9Nxk@yDGn8$Nj(lrJwPhbkE~x>g0iqp()Ml` zPY-Z1dvEf?zS1K|UxgnC?6eZhxK2sBVqskcJ8^!cx9r_#3?!q-FOTnWK&eLQ>yk2z zL&=A_j9y^8XZG$_vr)wLm9e++5r5{z`{q2t>#=USTlRVFtOCy4`s_PP4}oN`%Wcgl z5y&~KtPe#`zhV9yJ-TY}cs`T`X$tLU z$9kYhNO^s6Hb%TJ7MsoGxjq0{bwg8&lLB7P+{=}3 zM}X8=XLhKL2Ffm~e3|Ka3x9;@JpnnIIPVH~`DsoUVIPuBX>(lx(j1$UtbGo~EjOzX zNkb?tz??8+qe|I^8eVJ_ap46;ay#HS8@(zkXKE7*ntXm|IoPQ;^zu0XFq`|<1 z&2LX(+%A{8y(SAtLE8=n&D_Mg&(GriI$T$Yc}LxE?*`I+vF3^(9VjuRp7LtJKCHXE z`OVWNAf>;ER3HlgA#8FuI33r=#p4$wLb`!`W}TtfyB$zE0Ulqf7Qe^oi|@O)0>OEI&XU(5AiA92L+UXBGVN_82YW^+J(>zKB`2^?*)I^Yr45K> zDb_*j@I2XXUp3};0Exfz0u5sxkV*+>QZ+6Cfza*vWl{r5k$-`UfM^O{-?<00`|!Ri z#`$?09Ke2N;q8P9-q(o6!=d}}IX|JOI3B|NCl}{-iVXpw;0$xHlIDN^9v!`jI-Gv` zf*hnN<%fmjhM|~yXvb*MEb1f)$sHPFLa*h&`c0;Xp|mxr`y+T(q120Y-C3?yC_0T* zxaf8RYP|hD;(x++Yt+j5<9_y%7pk_CJ!z)f25-vr*lwDapqzcqMJKzpp}1yrO@v+r zsyE?g3Qn#8e<<}68K6MbgukP{!zpO5D^$`iS3_0PTf~pti2JgYh3*!S}+w zt?Q%Zpt|Smtu_U1)ND={pz-!Oii?)xol7Cc17<5g{qnR zc~L}o9DnJu!7NI265zCq5k~IQF-lX*a;RE6c5#)v9;7}QYIk~;iu|_M9E*ybg}YHs zDwI$;R24yMB8>T|keT4fsrCxeBDONIE7~HtYZl?_lW9<+NsN)^=suJaO|p+w2ty6^ zwe?B~4^i7L)-_6;H_VGIl<9*)7l|@wTJ-B{tbS6p(oFf>%AtSwo5tN%uf?O#zlK2lY|OE%Rf8tNBo5tVT|FOCm~EF%(Pgh(#q$ z_kTn$6^bD;RpiNu1#MKa^FpbU=a5oVOMri z5N@-%&E>o;DvqStAVQ~rnp5{~i&&$HIxiNrC;6G9gx>8Xi#I9YccY0pN?0AmDSs@Q zZn>t4BI=LpWLzpi^%WyWrPt^|llEx^j+iqjMJ_q|J9Qc56x=3;pL~VNPJ4EQ9mM|L z``MO#ZwII^*rInIY6+|3T_`LsoG4he$&VR-j*I%$D;fUQB z%2pcP>o;qK-n1^?*P@6c!nt$0{C}?)QBI4P=(_{S*tZH?z4K->6eK?iHWr>m9Rdd$ zn4hOYeyR6Orb=GOU?Okcp*#li`pet`6ExTtF3p^pH%4t))f*d}4IxwM3E_fQAR>{I zU(s|wKvl)}*y?N55Yic;Sye27a-)=PdY@VkQNDE1^BB`ILTw+5S8<{ijepO~qXsn) zmw!LjC@>b~*l_hS$MZnMleY!dTLMu@mHkdt$`~qqK|P{z{WVk^D3)tu&qcM73?5x^ zauClV9=<7x6IB)E(TwPPf$))V5#t1XR6OeR;$2Y$D*5hdy>{O)q=}|Ietl00J&pJ4 zy5>}Z;!9HX=}L2vGqc+3OMm4hD0{$YdisboM0XSllXPNH3$0Shl`B1{lV9g$kg_x6 z)6BQkC`MwPr`hpPs|&TRk+H5*S&OR1q?RXFVo~N6#&=PC43HnO#kPGn3smep#V!u? zsKl66C1Fk3`&KEE(E*bbF2F;y-d?Lm%j9Nyf%qK`68 zTZVD)XG3ZgGvV-vHtJaKa`px@3yK+7%DuCf5p~_QEH9XDK$5gvZ^x8rAlXpwQ;$Y0 zN}};Gca`u$Z)+URoun$MEIl5PSLs+LyEmeuQ=9IoIy<47LSnow$0}5-l3Ev}X$9p*2Un4GNT@-y z`@%{85Fk5mIO%Np7y?vV-K?(ApaO$T<`_GAR4DHj?{_W?o_|`O-Biv=gEF1<8BIi7 zpknj20+;(!sCu2o?3>cxVhXmQ44vh}@4plyl9r_I*=!wDtE&C!>St|~8WA5KSJH$+IRkARw|c>o z{vA&@tI9!BPk%{tE2{u1v6fB^BWyyAUEeedl)O=VSWC;kc6De_3>oe6i9-3Tx9Rn* z<5B7C!E)UvwUDfwW1@I}8Is`Sh3oHhl=SuvHyUG~J8R?RXnLV;n2%eYCP&-3bvwInN6P6e6;Oa`~P!RERic)>T(r zg4)h8@RKx5QL5YSN}I=es3s?BO>|fvlEiX)TX+-NNV&H>Nv7pe&vu7D(k+y`{MCykbOslZ|^l;c$PM@^OFGP z9my@*q7K$TY-i~EiB<}7PVi&9^hqCuXRSWVlB0|W+G7(tPeendj18;XMi11nrTdcl z6%Tm-Y|^oJ*9~yBT58|s6owiDwd&rMsi1m2+kb2$^kEWbrVHL*U4r7C4i9gWv4yl_bPD+rzK9r`D>%=32cpecUPn&NLJm3d zL~6DsYTX{=R~K*trJqX6TlMZOqzc`7mU})Id|xt?uY`J`B1-1A^99MM+9pTT$>|hw zA-+*jOrU>385?h%43PFfdG*E0#bWu0WDyX)?nV_nKN(RyutI_7kyq)c^t>pmF3$J{ zV=C%;o{;QkA&0W8J7Y8T)}wNlrfs`r1*PXz zOx>^Xp{C1OH#haMBXUcN+|#~K2yH$f896it1p|K{*59QIMB$zNv58s^sJ7jA)*(;_ z)#rYAUGa1el--M4d9%$I#VcA#SxuDw%>BPHeGZ(BnssG-}-^Hamb^z!~B< zQyNIn-!A2HniCP8W_{ubrAKd@SOyw)siOvXF2VJ-3##d@?%Q{YLkeHb!{B;G6kPFf ztBZdY4I0`WXEc;$g9>K*Qm$%Mq2^tsWu^}*(3`c{=`#i5sG@#H@6kYRRQF64g&Q*b zgOAb^8@fO@!V9cL8vc$zTBTakLnw*h)`(wP&&c9 za4l61GP%qbt>+k_!PGPG<(gF}L;FmLz)>1h)^UF%dMFshX^@{b->}7bb>vvpy?7wO zn%e!hgHXAHFk;)qgG!EBePigjgi0=adSfoKj8cTptTky~Mupq1>d#CMp;~><16zMM zL{a@Ykagt9IAh1eQ?Fzu>%?-jQsXC9z|6Z$|9eVs-bL&*5cOj zF%%s7#hUeT7%Ch!*`wpBj~Zsqavi<>92K77*ET4NhTICv;K{QKsBCfBU-tU~N>kso zjeuNG3$-F!YTOKw7q@GzcJ4tHC3R=Ezup8W^V~!BCoY(`iw?Z!Rz{_k>ehb=_`K@A z$;H@hR72TrH+=(Ar@+m8hs1(_9J1;QnR(16hg#<=DW6RTP=Mw;-sex%v5xHb|GZ*? zS|Z~(1NQ`=)^t8bn+p!8;Neoo?(RNRyVZB4<$E3~J9bH`I{7Io;(VvC`8onst3AwF zQRhY_Uu@Dn2lgS$Pj`*vd}x2*cAfYo{zc4VH^kQTS*4<8$*8_u)60mojWjQ_o*PAR z$mpamhk?)NSy4R(b(FT7$EMLl77{w$Tc&5!QC^c<{{8Q{s9h&oHYKM7rL@#-l=jwx zVxfpt@0zudV@9#xUI#fy-K3Ur5Q%~>}79EnO#vEOa&+loqze7Wep>!9}62QIBSCk}b1mUC${8&K4t zcqSSmmoMZ3)u~n1?rE+aNljJ*v zTF0liGbHk(()X-pUzvZ0P#gF3!i)EMh)lk&!Jo_w$uFD2Sp=0)*?~`IeasBu+;KWZ zS~D6{n?F2b`bij-b93^%7XVZlo#V5oPZd?`nuS@{Zic*+07>lx7nG9{E~zhbvB^%XBWA*8s37Z-97}a7zgBWplo8Ooq|$NJ6SEs z%b?mvf|F{8#ZYcWyl-=$BWgW%JBhue3pGq7>#py>{w?Ta8uMHMDvx>kTJOjuba`Y| z@=h-r)aJd9mDh^#1Wf%O-0I#Ff3@xr@aCl@;?Yq|FDT z%CjBDulwkrltHE`K>QR`8J}?w(@%NRP8Vn(j7f~=!n_Mg4V3XqS^k2Go;a0Ley~7^&yP!M?z*C=+U-n1 zNw%notzv&#Il>n;B*@(UKCXg1o`%ec4ws zvrHjPabq3B_@sM}Eh=EUEo0O_g;FKx=D*MDqo&-%r^dHR7M7s=3+rm0oWVFC=xtQ^ zMFrI!x#8m$K8whm49&c=v*7Q@tYR`jK>-=BLgwc55lMGQ=%G0ey!vW-g0!Co-j_?9 z8j59vybjHKA=Rmp_S}r+7f>-&uD$w`<4b(b}*6sYSIyrb)e5u=>{Ui zCTlCuF+i2M#+FlyShw>{goJt9fp?GQ-FdPXYRFnWm^BNi@u0}z z`cy~_;-Q=@wnU}=+(BP--=VGy^CxR)uOZ@0X3te`PgK6)qh0ckF6>WL(|34Hq2?@~ z&o!<(DA`e(d2oXlN>JtUA6Kk_sEer*%3`*tBIYK0wWTb$R-O(Nv7jKdd(-LLSsbV( zK1*^umj`8U`D7qSKZ{6IS?|40E{K1~=Ma44CObq*5PnQO#_LeLbeepp4YeFsIZ(=- zgx>o^$8S>%Lp397v-Zo&BGOYc!Hp02P~U;+_3U|~P-2_Mxoyz{-t388$Hpy(Lhq0- z7DQrwla^E`5wjgN@}x-Xk+&hz`ltxH^F}D?#9mvyKp9lZS~#~oHvpBLdb59i=AJMj z_CI^+nTqpvNw4i()ha|Xp+4(9Tn1Tk^KZVsw?y^heDQ~FsiVrUVcvN&Q&gCo@O_FR zh|1YgjcQJrqk^*HTNX||a7)kUQI01K>c}c*8a(cSN*Z1@8O&RuT-pt%;IJS{S<-2U ziMR(vO|EOJhJ;bRLWJ|ti^_k{ly|RGztf8#C2Q_m2HQ}T6hm`z6af{v^YKNGKZf8Z-41E> z`jGPJQe^Jq8>scMNMylFCdg|js`MJN1V{h0nX8i6SLvG)2WAkWz>rvN1{j51& zQ514+_M_-k2h^Hf@|N>(BPxHL7;@#g9)wu)t0g=PLv@2+$`w9Sk-zngbl%J2C`Q`G zE10JPRY+zL_Zq`G>5W&OFSDT1NM4B}K}j zmRnmrPq}-eUh~&$hnY8{zFR{96X^mFXJU5J#y=K<7OzE``HG`T=MlwsyAx6E`WgPn zA|*tg+vz^KrW}=w)H&WFGeZ5wW&QTShv?1v!<*Ve!oYtq^rc!74K}{V|g9l=6p;o7ox0{WYQIqDax z{0*kkmkR1oLj-po;kpoNf0uiRWuP6AV57 z+6f^Y)Oxn0;JTJ1_>Y&mokM=oo8^Ge`GbG#9)5Nx zJN$>}y@)YXg5 z6rpBHGa+qK2&JvcS@K%a1j~Q2?d=Lha_H`ca2wV55|kmNy1x7a3j`WOeDvI(3f1g6 zQ`hP@qSlt}C;Oc&Q0)A!S%r4&H&;JY)MTWEkapoV1r=T(Hf|S{SSUor+iE5@R&Rs% zU)@YEdZeNV(ct8pL>eGHRdvkg*M*WDiWTZ+HmJ}^YwQ_oA?mV72-knU>5r;!e~ZYX zoI<&*20|fI4Cwv%@SQ!a$wUDUE^PZzTY`T|VpGm{A6ta#{;HDoGPquf@17&_H$&y~wqe8?k5V=2O252U zf|@%oH1*e&pBSZml~6||2K2lRksncE zc18F#b^(9XE$Zs?tWgWaH{3oWvrQPP)-*Q0{p{<-{>@6yZ<((QOfknyyZHaW>tBVy%Bi@mo2);F7JaU78;D_3tijb?$3H z&Hi4uZ5qEow*QX@Wg2>r^?{3qca=WMWaIBT@MQ>EpDEchu_Z&4=j$CSp&gJVbn05> zs~U*?oHdZ>-~eq)g4_~4o+y;gvSZAI7u6a}t(QFJflx)>gMqd5=&iV@hR0P)l%3tv zQhtBM07Xhw2pS(rMg3b231uHqfHF+22V8TZe7Sp_OoA0^m=Wf39%(@X!g&{}zkLVa zLv-HPr71w#S3XrJK7;bZ$Q;;U36{kz0N_ABh?`R!uxS5RKZV z9j)1Q?I1=^39UAgfueEW#!a5es9wZrt-~Q}RKOd@pOSYAg}?8T8HO=b@oDag(IbCG zl*)PAYu&r6gyr8vEA?9<{V)CpMQ@&xM|avyR8+Bz9=c&9~2J# z-VfNTqAH-Oys}C#RU8Ht?$AhW7=;0vEa#>#GB7aIxFhPwVHjGi(|DLk23ie2>3!y3 zf-HH~iibMh-`u+xs{G+9s|pgvfZopm1Zu z=J)h4u}^&8s*9O0bDz5_lI}LNGYLrSx2cCFwrRNAHvzr=&AvMWlcCjDGq|T-8U}wf zbuyY|1M#F`Mz!C57_!yuqmvDV?&uW%=d~8l;Kxnlv9=QiB|0~l2ws4R4LW}sZn^r< zd~x>L+`=26vL%b#75Bn$<>bz>^IxFFF@M?lkQy`*^GbHbjltC3GZNn&BcR`@7Ln7m zfK=je-d4g0qY zo`k^8aBTQeuMk2sXR%IUk^QmRxdp zAPB8q@qXmYW#|{ua%k7i0!kXC^~Ozc7>Kk9eM;(r0mGfq%MbXVKh&`JV?`fOwpT8@ zfAoN{cW0Y!8{UL*Q<;B-l$lj9Y{#r!ZVuvNH{R17T%&W1}=JLqj^ zXC5`6fgY+MVPeZu7sXMlC<28!oVXst({KTzAmlgCCe7yY9!X2oFY#&QX(1;;rlygIXbn0QXq6=Aw3xeRZgEidL#t; zc7Hk9{GERU1CEw@)Xh6!bUcC4^*aspy zomJytq&RpkmTevyO&RifS$UxLrngF;gcJ-f9e;oF+9e1^^EO9js478qiH-0_Wk=|U zdNz=)p9}-i>|P6Ra$&eyC@yM;6^vaD<#=z3d7olR8!K7^&f__iE%&+DxFgWj(Az-@*wV5f;mX*H2(7{Z7 zx*M_3m^nDPR|n^dlIWyCGy{z8KE8iO;uZ{`yN}~&^nogr?RZkc8Cpo92Nud-0;QzM zE(m8@*DcyuWAQD}qVOc3P&0vjUPgOi(1Ky(kCOlcf-@Eh(!DUQ)E<9nV+(Xt)EhW{J_h4F+c(Ah(1Tw2LY;qs zb{c4I8}wZl*9Da9{5@er1k}}r?%T00>Cb<=;&R^>DDM~Tzdn+MzQjRCEwx-|XWZ)O zV5SDWC*sP7Kik4U%Vx(AXK5I63ozxsNrLH<>B)1Q95C>5pg|&C720l#>t~$z2I^>U zw7t+On0&3Kbi3viPz+vBuH71eJ_mn!740m47;5VyvwfU}Vfm=!2l>S756Y&t;%Sc_v+R3xdJYzzXA&>d--5wQpTnBeWji3R?J_1%pTS2OKQ9 zf%m=3PCkMc`V%&fIlLyp(3bOkzMMHQEbJ@VH|&q=a#y!~?`!C1n^k|wG-!a4{Y2hZ z)7>yuvEIF}=omC@OmjPBn+jCHqycXRc^Gb-2(Ix4%zK-=^)`w_pMmT0Vet-VmFK1e z+okRAro`54(Q`DExonzBW&Sp;L!hygh0?w1?X$cre_C{;9{c65gpW&_NUQjo~ni zwpOd~FkbJx<2v1c3fhkut*^0efY!HnBx1LiL#OzLk@)5@ zXrBq^As^y_ffJ7D&0%&h`c#5wrH~6fuhQ>&HU`4fT;$Q6yxX8#R{d+IJS_|zb?b_J zQ3ONkbyTuwA52d5cWw;d0n~NOttJVppxZ=l|Myo|r)qzhzrMX~Gjx{Ic)C5$g3&U~ zaG~SH(A{WYv1#fBP*@&ZJvVq3dbtfZ32(Q7f%h~lKfcyM-_TYAy79Zv@wjvE-BWGQ z-ek0|a&!s0^pD1D8KOd~Y*d_m%YGPM!@<*RqYcB^0Wz)HZ(+z~^p)M-ZXgMU`E3^8 z51ro$ryhUBrb5S!ud=2SX3%+S4f|WZRnUCq&arttjPIU>in}O_FlzW^YRd;l80D}y z(HEWy1mT3&E;~S1>fLeiOn;a@pLy$X=pu9|PNj$KorjS}*5`Kcg~1@H z_RW>sgFsQU+J8=;03D}pinLm>1I5MbnVIPTj52@3e?AmS1KnzgHBTO6oD0^Rr`>ZB znmf)1-f&ES-k4*bBtB_C8_JL!7xaRW=(lT`GFD)C!@K8)eA1!c%T(FZx&m4k8+rYY zWWYeHAV+JJ5ex<<1ypkFgTd=7Uz5}>LcPlCwsPxi7?SPTb>@)`baN8bZf$CV*8W@W zc1eFe(4Z=xetBsG>&^Wy1_nE!ZP$#PY+V<0X9e))r|Uugm&f$xXI!9XEp5`==^xO~ zAFs87I3#@1c{& zX{w*X=$v4MU5yj;vGCEmufsZTzLfjRsbXln%T2n@NQJT0D<8i1 zs?(*3Wt|$RP36&&m05u9$pMG_ZLBc#(tQiv{ln06ut<69Tp0}Np6i@fit8TGsomh}_{owMkr{1jlie0cM>z3C7xysw0Idl=SHckWGaF+##L#IuahSh^atg~2?c{gF5#j{+hzqbKO-gPz0Z&ZL0t1aa=9#%k!ws-KRtbyUY z8x89=7Q?{u7MtmYLZI$Ofj2ZWVd%n|jYDx(Fc4E*WQxZbuF}`EX}o_4gP**&8U``L zAh-SF4dxzLA3eBu+YbAII_Bm!k;UlFz|lhp1|^MIsFF+n?rS zG61T|o#cypKG3SGcz1us$qWYdyMm4-k)dl7GlNe4ZBVCY6Y z=j6{{zhxH2pA3-Xpywk*{gp zYn3qn4NH~}9rAyIo?Ur|?%fE1G572859U;1$nZjv$I}LD0#sAdtUS4Zx;9mDn7 z9!IKtmI+h>_mTFxI_U2IeyJd?7kXkJGvBZ8!M@P!{6{BdnDFpB7b3h2lt$r*fdD*z z_v!Hherf3HF{2gxx)pk#d|`<+wuL@Ax5b7ej6a^+pS*uAeE}Vl260zb9>eg1kYQp) z1a!G7PY4fB1C^ut*4iC-zb=cL_C_Dae(ff~ZKVK4HZ$mVom&GP1+%7w?;N2r=;@x; z;%MlK-LP@<-ZJRdx$!w8@(2u=>uls2E`WyGUMCIGC7`+)vD#;2-H@?&e}Mqruj3NA zOouh0Yfpc;=84i&d`|3l#xEB_xBdr{fD3n^UV05jZL1DY;(yGi7B50~V&PWx^l#AF ze0}ysdp-Y3gQ6LiDAOst78c=O(yn-U=~biD43*dl);bXtFXynb*mw2e1&RgLIEPfD$Y z%`O=jQu#D_=bAp)H77P76vjGkRgj%c#!>7?KRQgQT!F#6{n}$bDbTF; zUXgzqfX_wp)T)E5(m?T6-@5(_J@oArDwHPj!061auS4$P&`Yb{ST|@2Q@#nKd$wNS4VXN8`5ffsdZ+%WWvuHuBU zAdH+@FP?+-0OiNNlZ+uLFiO)UX+--4y0m}etj(oOp$W#Sv-nHTjPsVz%Mc-0^+Or@S=TS{=FCG+Fp6BddK$VUZ&S_^??Qhw zsppBWzC83c+BY{_u7a-Y`(M55FbkKz#1j0yO%3U@(aTq8vqPJ_A zhF%Ss>=H>spm5*yWspvXhSxzZYGgO)uz&41zc7k*cL#0XBGyIvYk0ifHbPg1f@_7s zcj#bmSz#?Y1Vph}KB}D@4A>cKHm#3@Cdcz@S8EWVGtg6ZaX@-|1EOJ!Qkz{<^yZ( zp?l5hC+}7gfD))L8{0{b^}++`Pg|X!G3St{PdgQ+qwQ#H&fkSDvv12U^7LWI+T*|u zx=LuT`gp|kGYwEA)>b8Q?S}5Fr-aNWf}m}K>AjXy82`>l`v|U%gb#nPeJn1L3HziV z6*U${=+0EwD}LD?daulFE|J0cth?3Cl^$UH zNkrJC2W{)Dt<~&8U~s41>Lr)$Fnmt*;Cc-Pm=4Qgl;3(921KkB8%eidaI4fem!J^n zqdBRW$Fl$X-~Y{;ARBhmXR5)ugqn6cuWp*0)9OzXi=@r#C$=Uk889tEy${ZkNGGjrv0QMq3!z zHr7NkpM(~V@A`we`=Djtk~!a{3FvebiZI7~A1_fy}TG zI&MyW7w)r!rVIRHvWMbekVWF+O2iZlw}-MAdM(4Wsln9+Syt??6u%qvs6y{j`QYfa zlQ3w1uKIs-tuSMQCg& zjuqF5gXWq1#lyC{V0fp+8-vDMKv8+cn!|+oGH-vbug-oJh63Ll6Qj=rico^>q5Ke_ z)DH;kb)tced;YF=lOixybCl6WrU?eGZasDUqcaRjr54wLT1G02ls-$Y_riR&xGQqsR}1K|HQ(j8RRenGp2%8! zREB?c(=O5agk~7D3OXt>AO=H488jx@SU*XqAD{+?z`(WR-@nn0!O)p=)7oH!`K5hy z**6{>AXU$Z!T6Vj)n6ALz<~RYL)Ic!Vc43f z)%O?~2KJFc3YGF zfiP&enE3LWI`kb}Dc<|$JxpDp-J1N-7zW;jw{F?K6UIFBBF&v#fD-GFx_j$>nDk7k z3|prQRaz3Z)ZdglwLWy%M2yZ zYdkqZvy}xV)_pA;{bUJ4Z{!GJ_G!=({8(+B(N3URKXw`j8H1*@tFE@v8hE{_9NT(+ z;C@qG+5K3DInK#UK9&ON{l-kHeJnIMaK_%;>jg7*Y^G8g88F0prfB3F&NqL>5xoGJ z*HEb;QpGZR1?scDN3T2K4IQ~f0X1wLFzC_o%oaFcQl#pl@jxR`jv4nEaY{l1>!nSn z)?t1SW_Np)><0rLkw=bGSfFn9(}{r!Uuc%eJg{^*4~CiU>?Z`b0Ch`)=inPj>~rLv z?Ou)jX4o!{yn{4A{Th2U$#;J}3?Du&I{b+SW)~~Hi9ej6YVVn{t6}cYU?H>2OzX94Ge*1VXYa6s|d}IImqachck@7vs=V2s?gOLIAOV7=B7KF`= zP_-iJ%wu>Ds{Ki)_m)&ad+?{@d>-GSv#X{4ykZ3AH`9O(`9{zaluCcUKB5uo3Ji_Q z&N2Ws>=D;^U_49+^}TtS5CaY4M~Cb@_@GZ@&uU@QGNAe$lovQ*2m?`RG!JdCFQc*7 zwdlSBL!Ny|SuzE($&Peh$=DCc=L#IB%)t=-w}*x2b%EMArtndA3i`G`;9n3{gF!vh z*o>uD(E3GdVSXLP57B>Pq>wNspgsvvs5?3aE#ib^*9EMz!O3dy8VigBzb(6M;R3_2 z)W31^?1h1yDZ+Ca6EH&~(3KU$219QJljmraVaQ4ISXMmtF`>R34F&cvyW4C-K&S}} z?pn23I7bb-pm}OzQYZ9qF$k@el!w7s)YZL=@g!pL@Tgq}gu8E>W9wDN?>%+NBXt7CCqER$J$Hc~b7GeB z#a^H`ODW_A&ci5&Eg@jr5{#2CjIKGHi1Ya-U-V1B_4U-z^0)>}Ui^?=%RF*^w z&5~smQUCb=aHX9UQ+|)}x_ZpL$p0~PdCh)3hxv2h$f19g=*dLrzqMDv=87RchslA8 z&~X?X=V`fVX8AwAN1vtnP5bZrpZ)pI+RUz`8; z=J}&}|7`rs{Q|?bNRivpPlE=*56<4_hbU<~`0=yr{|_WQl| zckSojg*U&~{;vA}qjmh*b^YG=|E~S}*>(J0zu$jre-#J*sQuOT{arZlv-$RW?N{f) zpB?wFuH&EEzdOHw)%pKyzdt+PUmfR<#{GBU&F`)2&#v#!#{awW>1WsV&+XrxkH31I zzcL|0wRyzSr-K`@e-pe>Bct?f1V`FMlldHr+yyYuRg#{0dv z-@AYRv+MhJilQN{n_?+?bEM1$3Hv%&+3*x8vj@I`*-E(uWG;QJ^t)GKdWbdbzXn` z)%JJQ{jbiiKRe#f>a#y;|8AW5tMB=<^ZnKSf41NMt9s;Ljr-Ytf0xew-^S;EZhy4S ze^=i9)%NewpFgX2|L%VO9RKgi*T3ouf0bVUyZzw58vl3m+plVWcRu~Bj`-R8-<#)O z{r+F=_jmh<-<$7``v28>{8jDWrPo3JZk_zA&f{O5@6WcsyWg+U?Y}zD{%pPdDqrzu z-}8_7>hIPgzv}rPegCt0{x|SA(?5QX?tnl1=laj}pX)!@m+o#`7=L#!8XEdl*r%`H z53Km&qoJo+i+|Fd`tJ{C{`-U4e|=!QZfq=e_vXXv|9x+C^EdYlw+zJaSO0al=H|WY z7W=R6|Lv{BZ*L|4?^}uA221=lSmL+AlD`d>{B5x0Z-b?N8!YwPV5#2*ANXzXf!_un z_-(NCZ-b?O8!Y|X;D3X^4Li3e*3X?tcdYlUtgnmNTrv>K zA3guiNdG54=>I!EX#Xpm$>^dv{eo(>-fFtDm*j+cnce6*H?x@R>09_`~_b`y=>2_ebW}9C(jVO)!ynWCmH%shEPrhOH~u*Oxc+$l`2Ga`g#JYS#Qr4yr2b^pZ@K8;)pLVB z(7lD>9Sr0!P{2S50~HL^Fwnq23j-Yt^e`~Mzz72q49qaFz`zOv8w~6)aKP{$22L2b zVBm(~0}MPc@WQ|c13wG`FbKjR1cNXPA~1Y}K@^5hFo?k*4ub>?k}ycYAPs{I46-oD z!5|NV0t|{UD8Zl%g9;3)FsQ+xUiX1c<0UR2qSn4g_)4%vScp^O4soWRrGEH%yn%fS zymafTbi|d_saUx{%GU!DUpKAVsIc+YU-iB;fVG|;8cr+3RiF%DxojBv%{=dxd}?-^ zO|zE9`{yKx6j5#MNb>C&Syi@ZNs+t7+(^E|7|TscCR_$o)&UO#;?U%0Q`wGcLc z$}JqJ&2Upr)BGDR=9i=oO9QXcF^lJcp>-3XL|&v^5BBw!?Qzmm1T%;rhIpGDQ5MhS%G3yKTX*ZmBlh zAHECrofbPMFQuTPuO7YAQ@&mDK=pC)V@i`}$UY&8^x%=T48wBgZ&~K5zz#14EH+b2 z-Cm=(N2oxq7ty!86XST_fr;-;t$A#IQ;kS>$<7Uj-t?<2{Ww^`P?Zn`L)1+1HIkd?tC@`S7<66+t)S7kQ@x&G17M&e@~+NsTE#Qy2s6Ce*Xr z5&S;e1{UR~9U~_4owsKrGOz7ER+2=h*g5+V2w-v(de0!3iiO+P3XT$cfvcJeb~f&I z)AtHP#7bWhw}CHd>}t$_%p<_wqGO(-+IQgQlZvClEA>K{`r%FQ zqtsd5LmQn}Q9VK4Np`&s2K9oL4dXAPAiEo?LwFqKEkQ}3Zg;n$o{m!V?Qg6f05U;* zGVVd%4JJ>Qnvl&LEu{z0QhhFg1Vp@4if(>N2t}W>oSN?3g?%DV1 z4{(8}O||3SZI0Z5Y~+<+waua@hKu*58pU?Wa6(g7VD@b@jQdhI$1UmDds=9}Rn20o z8i`13md3T1pu`Eh5x01Qt?y0EA$7^I7ItgEeC#za zUPMu!dR*pY1bJS+m~8&Yjl^;ro{pI|?K*#fLo2i^{1}p+wwj(kz`_@v7NY;n@?dK$ zk1zS>Bm1?8b z)ANE?nqJGlf46kBT1=6TPQraCf_XJFLw55CL2#M1CFID+@wN;aQ8*V>+`%GXq&vyN z`02Y2h#xo2HB3;I59Bt2fO+|7LUypX!?`viv*r!hZ+^J6S&V+%c4t_95dF5kuiN-s z1xfGAhdXHoxX~|rqZ=ExiC&P-VsHq_=NR{#$KoEg-Q^<5>Pn%Hc6sM2e#jr%ZmJHt zTKNw!g{rM@`dtsHF0Ty1MYm=gt0_q$k@@$GfkJ$XN-2(=a4lZnyed~594{~TcTgrs z7qZ?1Rm2$!ay!{QGneChdV4Qc+@{6wR*?=f{o~mGOB@x;>_6#(oww)=8UJ4UAfw5jqz4%%x!6%HCge<(?Mv8rmLAGGq?9 zrgK5>wWJq-ag&&Qt1{zUlAZB+%3`M6F$s$WDmiC2cDASq=k~6u_r?m#3hGTVD&^Ju zCQ}R%UO%U&bIvw@sc92dcK>8tqGRuF05+M9${AY=_$_)b;LcqK4s^5{vn~>ymG2%- zz&Urj(qO*KBmb6(-&pYlpHS+DHyD&cq=QAQ^JUc(hZVXVgwClS$GEI3`n5M$yNzZ4 zBnGpg7_)c33D*oS#GhczGamet7{Z2T%+*aC-hh9>x^2w(M>DwMg)v(lz8ft( z0p9|@oK@erxy>~!I`RyI0%1d-8#!DyoH0BKKZCWB?JMh7HbLV}L(jI}9@;;*p=anD zeBGGgAHy^7L9E`!;5J(Le%D}HjSWLuLt4PN;B$ddfnkBMYFj~QmTy)_R)7+^C{Z?V zAci>lOTF-9{2EqE<6Xm3w*AkOT?Ii(WZ7_mg5sj#;`m7T5o|Bnl0U!i`Vwg9Zy0X) z-7s{FI2$pLKwRdfW4Jm#F8)t^b^K|3F8o^jQno|Z`Ono|UxEyy#z;HhvJsFv?VpDN zhb>B1C>UgG2>vN3uJ$aCuECn`YJNP+P;{hGmL@Qp{nk*)XO2BMeRg!cdLfwT*l%-y z-sYrUn(S@(ZcU^OPCr`Y-B?=}wM~FUw7D&Mn6N`W&dFvLKSm8jJ~oBC$1nNzbGZU% zr7G^L0c=vMZc8h4JB*)5M>>Sh#e?pZ02FL@gN(wq=jaH2iY3_e3qkJgbd+z&dq+%M zO{&X7)_xe`GA$(6UA}+M!P@z!hdi77Q~VHlwkP>7Vn%y>+~d!tmX@Iwh=_!V_6cZL zL~ANvN2_ylf0G{kF7)%uDhoRuP{!DUcd4kD~giDi7rhoVDgO? zi7wUUYpC0|wHoW6m8C4HaFeyqad6O~jxQ8YS6(o-I2+-5aZ$XAtM%ByR9SS2s|AJ4 zKj(f8zu9<|fgf8z@f|Fl`03t12pNdtsIWFSr)FQnS3%GwwiGb54#a$qhH7KBiiay( zLq1M9KKYrvDLknnA-BRrBTU0E^hdwxqDEf)r0=b4$D zFkTekcugj|O(qLkcJN!OFupuC^z&KmedgBO(%Ik1(vxHRYFM32kZkZ>gjda5}8EJFpi3!1D)cjA#y0#L=MzkRI=8c zNvk<@Ya;hjep4FI`TFQ3XB{)ZP$&75)%Mu*r4rw^Qd2+NodMa8ukQM(AvP%3Iu6ve zu(+$<*4?B})Vd~iCMjGv%@~I&t`Hx0U`Q46+Z#laM zjBPB{!6)Uo#BrV*Jsh3;@{$9(MpYrkX+H~_?IBqiV_EeQK}bMEBnE5NvX0M@*9(-C zaW!J%-#^5WE)5w?TsVvyTPtY9BE0h?lq{XR-fV4p;!fYlFE5baKd@0s zYfz=_eSS3;=N?)B1mwCcOb=0{h$FcwNtM_uC1E%v{aiPt?UL~@3t0kim_m8`Iuz=l)@zvx|*d!OG#fSQwf5d|GnxfMH0M1W2*%0lB~IY*XA-&FkQuXJKrs%rOF+5#x0%an(r zU#^WtbM}=Kgs!QoA70PbNTzO!?3ui^;JDgcGmqg;REn}RCM}LgpMB$|JijZqd1lnR zA+>wQy16^Jiy(~wkRx9UHVgkO@smng%Ncy3+nsuf4v>2m=93gcFy8Gc#$ZtF*~gH| zjlZTOk=i7YG6~13P1+gxMJC!GMX`5ADd3w!6LU!!lP){1BFXzRCqL%$eN4LiIESP= zwbTgt-W;VsP|i-wC4Wr1!Z@0w`#UKX^1ZGcFJsN42TF;a0sEvaMv@YfJy#r=o?J(tX@X5DQ#2m1DPfA{ z0XAh!(I9Jjef=>;qk8{Jii~=Xg3>E4Co1~VAx2PSoJQ*YjZ_Bp9tWk@&zzCyOShO- z;c+~vdn_r6Unfj2y(R>2*y&Q9`Cq8Z0WtEF-_|A57>K{w{y3#Zv5V%NkxW|%=XH@v zLe3c!P~LtgktC5L%T9NZs1!&_G$OU2EOn141)|)0AJh7Ayj-%8LkdK_=S}$-m_rtG zsS|VkZqF&kTh_!w+Qb7{+H+YHYuvF7c0YJq4PsPZmUwB|tm4f~^y1MChbr3ftHr2OSX5$cs=eDQqAV2|H(~lSLB3~6St>U^ zC8Zsd^K`cN@-ry)VmD{7`ukPLE2o*G<9ldK52AkyqV(NIX#`D`PvC5Ak!YsuAF(o-yS&r((5C8_9mBdSWN6m8AtD|NXw zHpIf@*Yv9OF`a-$Om$Mbst%U4>W815Juyx)0fouf(yFr&olViz4KUAZ=~7Kq9h9uM zYG@w|(TnRCpXBF%!sOpk3i{_P(9714z%;xmk0r*B-sD*-&?*^fV4X;hU!$tnD9|=k zT+Zu1)p6{PiZkx49-Fg-leaHItMu-utvIF{2x?d5gNaLyASY8URg|dCV2zOd`9(u*isK&pGo0N= zEF*nPYR;GO-b>0|@pWPG(CFJNPEE#<*TIjF-WN$<3xWp>ho}9DTp_QVTa#T|DfkS4 zmX}94{Ti=XgyQ7Ni(Ff2@C2Os#CVOG`F<*yu@32EzpQR>-Svrqs8`mk(uz5Zz1dl( zu*wOgbeW9)kt)ZRP*bFCRI2*G*6tl%UD@vKPsmq98BTrn<*j>T7CiVx%QzC{CLE&r zJo{rX?vFi*=Gm>{kOaKn7d2fMM<#c#ft&L=DU=UP;j!7MH9HY(KQ{vgf2tu@3It*N zIO4H|bt>g+m5tFD$BM6S9!|x7lxnYX=Gtq)*uSfqsi} z_FHpLalN+-=937OUgBP`#rtQb7Xlt6{Nw1qQytS>@P`C4VOEDW1d<(|1XLlxZ!P&GzGn<7J!B0W6LuW9)hF zHG!P3b;j6B*g_oU@4)Z91_-D#*F6I*p6VHedzoSQm~l!l`Mv3{gcaQ(M}cCzzift* zTrlb>K^*g}plFk>m$;)MSH>7TY#X!Hj4Og^XzIupIvq7{Yqi9%1km8H9aTD6&v4zV zkvhX2ozR_yuY_0|`~Er6oX-Zynp)J?FLgNfHhxGv1Y{5cR|Hq{;*MTUbVB42J1Lj>s7;T8L6N~$Z@V^^JcD> zApbrNpQg$JkV8D4A)bUw+sEOue_K*-roysnc3!`Wtn8+`GQJT=F)s^8MERyyL`YH6 zEy>_5QHK;=gtS&5_c5U0r=`fpm1x-cqHCAh{@zI%x2zNF-lbHcvKbkEUFmjcG_d*1 zWMq@X=P-#FeonvVwQ9+X13a`PNjK@7TE8xY2fv_V<;8M9iPHC

krYlp<0f0>lhL%gI`7^ z5@^}RFd0^aJ3J>{-$IaroRY_^DDeZ&o4jexz}J<`2&)D^-pugDY|m(6fS64;xTR4+ zpOXzVc)*SE5eC6;ytCeej=$bs(Gr1JwW{EPh`%yL5N2tID~3fgUr6F8<=V005ChbHoK9eb>_$c_k ze{H7R8cd#h8ush%Dxt$pc=n_CeBBmzrC9TkM1yz-d`92gg|@_`QAJpm5v zU)#~*^2W|NO_97Hq7KT?n7fsWX}4n^8qvWJ%BVa`ArCNM92(KU5CXy8&<6l3?~^k? z#NKeQ{q#^l1n)t@u>BGuR%GeGW@BLS-ZeZ`F7K)V_6dhxDwpkS^-02TML$?={o0>u z-n|+Y8uGnO5)oaiKux^ceY|`Ymr4-lCe$*RWS8SQ5|Ty$Rxy7b2Pxuc-w$^Z4e%&_ z{i;mnrH?&Ck;X6^+Ow<%_=t^pJ-&ORsPr3K={1pIAJui)(%F1zaHeMPTW6QBB_kK( zo=l(bh|&wFwBJ#&kWf9VhIuxYU%%8>S~&qd@b^^hEMtSPJzUJRd<__UY}JfgTjdL{ zWtup{kNaK9RRSmO4VGSqe{OwjB<%xF9^5y%Jhxp5;ojd__qvJv13dDbi9>apPnKW1 zdeWrtjC2iLMfxmc1f6xm-p-74rDRAnBjVc~x~xY$G`ON&1lPUTh=9sBqX^;IosBe~ zfP4FLUAyp9*1O_1GrYIZ^ou#b7HUCRC%=m>tPt(LuJI9ec=9xO-;*4r(9C?=-jOep zk}ac2un*!)y1O<3WDUJ7*;_q=IIsB5@*bZOF_eRCPauSM(&VDa0m8PM9_e~GCYe4w z=}ftBJbR+v@SSb{Lmh%q5&xm0!Kh>ZP}fg7bb8-A(!>i#|GDBw@#hNvuQ7y<@=1VI`Sx2 z2DatElg@=($20Y<*LIxU3zuoGDFE|wGXHvMm#a=I_Q=l8dg%bgvU_+Pte9GuEV^6g zLhxBFOgR#^2VInF3fuB9Y>z9)vs&C`1SVB1cqYLH7^aM)g`+8fvuND2Qkje{w$Edk*^M%nJ+%W?HA%TdOOXK)2# z?woJr*`RqI27n!Hou@ps-E-KJCZh^UPu9YJai{LRlV~SDCC}D)G@|qP^ZoGH|pNG(HDx1))4Ig}&LMRuJ63>&_51uD{E^ z@@m_BY`ui8g%6D!e6lVsP$9n(Mj9a}TbD&}1_(v1gJ0Xc>$oJ$; zNH~K5gE;RYS@pYa%T^BT5P0aC*Axs<15TD zX=0UaF30GTpFlV&iwjlccb@v?Dq|;h)=4R3Y#2b7NA|CiM(LFXy}w3ftczOV$gE|EBS}-!h7Xto~ETc{I-){%rP;$ z?5Y6^&aXc%>iNM16Tz+LD&Z0$ceKNvUi$@Y`7!P3sq+W9i!?13gCMU>2J`UZbl`rC zu&|9KUHU=UkCfJm?J{Te9y4cTu&(>$+2V{a)U$-U@u0#QcjdiZVKPWO)En;o^Y z2St1R3cC0|OL3Oy1TSCQF=gumEGQE(S-JtnzRze3w1LxCr_&S$rjc>yafZXqUy|ak2!5F$QEY?L9MPLbsZWR$U2gaXDH% zW>?dQbsO0$Zw+PaDA;~Y1})Zzb|)vfMSB~1Hi}$^-2D9X>q`MH(B+9GI7X)9T=qC2 z@F@=`(CLXGc<|xd9lYGRojV8@4-DO?$@-OTDn{}MZZz>8TTyr{1m=o#GbJH;bN6~P z-_?AG-h45IdYrTrS+xmyFlojs4N(ZH&U~LVa8?eNpjyT8)p({Kk=3)E0BOlF_{yZ2 z*7vA=Izx_=aEu2@%g%5EmFZ_nLF7(m*1to67TotHyOEG_kULbR%JhHA)cDLWkM=`u zmOa#FfbYPy_HT^rWC_oLGQ>6QQQdmn5|qUkuIQ^*`0mzkzzL5e%}+`h|3T@o@kz0KlxCS1$>qRn*A3cGySI&*+{+m{@ivV1fq@%r=(A6%uc>78gkixJ&di(7%yM{IsH1PPKPY12N zhMmC|mZuN1Z_ITNwiloq(nMg3XLjf#Ivnj5XR&&!pK3OhBv(0}p?xy$0?(4va>i!x zS>N(Qh+JmX5tHwLBaDT>I|xZFQY-*cux|Yp)W<619dx$=NC_r*9FsMsbT;*VPYDAY zZ(f{hXed3EovsE=I-t!HW`oGhC_%Seg20PHAJagMz@#zi`nPk6o2c~>dT*u}ki#?t z?IsGkHiO71h2vA_v%{1K@JS&GWkYN8pl0GY<&t3|ykI+sTJQF+!zZvb zAp?!1+CRC2b)Xa9u`mP{#1Wat;$7!IB%h+CKiZ-SVx&hQG?=uK_ay>1u^jE54X7+1 za)iF>v6!Q7H>SV&Vg{`_xECLU4l4}5M`~ysU4Vv=rEbCTv0Sa(I97e!78S-ZO z*s@4;VdrhF{yS)7#hwnhCu?qg$Q9yZnB^YMxT~0hLbV=P7O%mPWGRo|deU$6&7gpU zk}l(v!Vm<{+cGb4VgFChp9{7@P}d^;p~R9D4KN{XIp>RNd189}Wfng%9dx~SDlnf) zF?cHF)8A6$dr$bUjbWu6j=)MuE%{rD6s#1ur&1yZ?UH*6|5lP3v*HH3U`AZ*c0Liy z{t_)sTv9|k@7OGH84H-+>aBZ2Qafc`SXW_r*ykvFc;_rAv(wWog7aK^xvS5``e zg{=bGZ_7);gIPqd%GPLMm1P0@I@v%UaU%z?K^$r3JwaU5%5)V~E?d`O2i*a7~j!4tInX7d8C}4f7YYMn2xQ|U!85@-OW$>%c19_N)iVgo;Nt2 zIQ#~PUmrb3l8jnA%b&@uhORiM#;=*ny|eNy5jK7~M^8@MoFXbU^(TYeucdhrfn)wg zhyA|WK=1h6<430XkcGjkXIob5qYB>CFN>9tir`hQ=gP25viNl<}W{84SlcHg)J$?G<)vjlCExl7Z^xMMG$ zjgwy0U@H&hX?If_WF9Uy0-SL!wDI?|gYy#y{K74n&;Il6@IPD*vu!Pk{EOaa_Mc21 zJbPT&e~S@eAR+WvmNhzXbdO(-^+p3BK$v;Z^Ue#te`X|fPo)_ilg*$E2@+ZCBZ?Th z37pZdvYt{PYR^HJEf{nWdqE||W$=JERPB$FIA_A`tpN!2&#gOD@Wyj1!U32#=to|; zaz+pu9xX@gaw~)LWaKA9`|9Tj!rY*-zUBEz>Z%TDekL?;ESrPU_e6{VY&Myp5(OiU%&fBWO<77VPQpxyT$ zQJ$(GYF|N@`8E?6>R4tpiWs=3nk+@qI`Wf1N5q19nUbnItX>!yaNf1T#SjC*pez4x zQ#>WSLGN~KT(wCywtQ(b%y(y^Q93}*Z<x2}KRng+HWG(QKEUtC#aA04h6t*`O6X`y_ZvM{Jr5sZqTi4$64ey*B$cU~ApC<@%b z8Eo952$0%}`NomnCA)Qk!wen}&)nxiym*lLeX?ls-c72t#lt2A0D3kf^)~k5U~|T- zH26*DCWN;E6-+1!lK<{&VEEN7?d4as7I}!k-N5HM1e|4eX#NT5f}1ll{)s}aXRDRU`6P+K#y z?I|e_tNi)#C+ad$`VEp+a(UActKhnRK;CHxTi>1v-^Tg4U?z6kfv$+^+MknWAas6I zSISex<>L?Y0negdo0_5}(bi-0yTH$Jt+)UfVg&a)7@=W(^QXF)zY-bbh`saInNK|s zL)q&xQa@M!nrO|$!X9oIr!c?{W%Is@kGsVpZBjZXTKdC>+hwjAS|xloZ});X)HPH= z(>jhfK5)ZLSV1t0_1BZc; zyKh(r*y!Mp0#WB5P2cMRc5Fmy2W}Yj&qzLl=Y9!$u<-}fmq>VCta zacOWX%D+2;Wk3H>=8RHVb(ikKbR4xzIaKm&@J0c=^U`Zw2!XU`Q}86TMRS$KhlbWv z8JJH9zqt3rxj|(ZyAjkFDhC+}?(0^zDER^CoV4Qc?s3qg{)dAkz2P zSDonw4+$&5;Ap5LI3@vfFVutRcPIfJIb)!{(YPrW3n;e?&xBb)*5^000PiKo#cguJ z4OH(Uaj;^)aw89QR@pHHm1Me+o_-gE>2Efu_AyWhJ+V< zW*V=l((WMf4?2OZUq=)_s(qcuyS!_#RCfoPAB#hc%dW@ z7j9;SZQMvu@B=x-dXIyA>fzV!S&uoRP*rXhczCY;1Th#Y5wPBQfbhC;^Sg4&9Xo({ zPcVhP^qu;9CQSTc;T&r-q-2cjBK7RJ}Ykqu-)#6(?5veH(m^7K~VKk(-Ytu z+(c5n768l`(B9#LZ_$V1q8J&qmynyH_AdS~t%Kl7Teu|pdJO&xNOGm3O8~%)(1?1q`pcci|>gLfql5 z;P&Z$wKgb1`6ac?GqGxr+DTu+e^n>%40S~U5YUx=Wq}gApJf5%Q1j}SyB?hSWuF)z ztTu2T`333e70(fr2Ya^2a*CzjT>3f5gnYcnw5JN~^)rgwJvI;@iKl&8fI5msB@N%+ zk|2FaNJ~JAxVv)ife?op*X?o62@G;oDIMf@BZo5N>>`f|W<0HbGI|Qc_ zmOOvx+m-=jQy}Bb%GvFRVt^;0IK^LZk9R*dvVh~>-r5+1?4nkB`$qE&rD{Eeb^mME zPUNEKa%x-8&Nq-(uF7KZh~91;_rd3ai~xo*1v#aHFE+6{DR=VIR`YfXeDa<{#Gb_2*jeIPNt zA3!X(7nNhmFvr?ZEol{8wefZ)+D~jQZi{}MfAL#z%EH@@vB>l?+rac;(sZ%Ub=rJ& zBEuc%L)PdLwCR^FjO{Fdq`l#1=IHmtY4sf1dT{kz7k-$zpS<@rKqneX+9bDh6FY5+ z;1cn(SfSQK%PB*_sVn=zA;K$e4oCDzma>{cI> zII{+mX;V0J2a}b}GB*k96632349 zmmr!>e`mMKGBFe5{1a;FgERGvVGBu93H|pk!p|_1bOW5aDnd!YUz4)!Uw_eGQykHg z|NkO{bLyE@5!^Ivmw2Mja-4sXEq$I$TS$PW3i|In!Y7+{!(T!n(vwNu_AlXo8S|e) zxKt6W3y@|N(SIx1`k+reBPxP>GQlzv<@^(9`Pa1d*PliBWD;-q>;HEM@L$JB79#y? z#1p;ECH&V=v-OFy{MS%zfKx8|_t^S38y5Co1{A_+o8|SB+%igkISVs23@8As=M%YX zWK+2E|35o`|9yz$?)JY%!M_(U z%YSd3I5EVQpJFV}-IHn=3GgftJ2vuc!_p|+{!gC&?+(NzVzfpcTqj4yf^E&wp^D5D zV-fD2@0OAO8wc=z6EZ$jk&|L9#oZHQ8A-K7EYryI6DCr)t@+<`;4Bd{0F6BAPL3t8 zgvW*|ex(?TarcB;Mm~A|8;*&gio6tKIqsfh%Sg^8Vyi};X_y8q-~YD*_%A*G3kUiV zF;OEAmy@G)!S*by!C5KBqTD@!mXZJe9l+CGl6(Iih5uf_EdPzQV#X`UU4<8vmo(3@ z?y=!fu26jaA^yT2fsb#qgx>x54{qT9;QzmILs8%!jUCd)hDoU@dR~&*Vi?4K`Ex21 zT8E7Itx9~wbNV)AB-!&qYr;;@>blfC=0BQ%e{977+!>sA+f{k6h(nzbMnbO( ztqqv_e8^l5bXTHPHnMxCY!!DC+wCS~5pxrp2b+H0VB>^?P>=*D2n~imM6m3nbSG5F z$O+dL<(>5rlc(Z?QW3LBl}QMDC16q zd3^p;?pqCmcfM~=M!&|cOt6vc9J9)())Wca9Oo!OC;*3;g4be~XLC@Y2Rf^ht zQ$eQSniO%oEqucXaGAIlOLk0(TlWUc>a@j=&;1B{&1r5m{b=kJd1J=6Ld=>TvC`BH zbua9<2A?mPR_P4P-pYAN99q=+MUX)^JtY7yuH^%_p~sG!-)9VtM&;!mBi$$3b#C$p zL)M;nK~sD&=ySJ*T1u7^<8!y)Y*=iqUj6A-KnrEoD0xl<2<_PR$0xR0^N+At!2uLW0t>g?_J9g~LM|>ip2{oT1ylORHw>Yi$Q=*h*(%|G(lO{*KpL zQ#Q<&avz<@mb-0adr5~2EI&qglHy*uhCK58ikaspfPTXT(Y)KV=K}Zb(H!BWfj7M5 zE$i!JCdOoACL0^Q?j?j`@ZWdNtql^y;OmaBYOZKg7WU-lL@xc3GIIXv$5A&SsodZ! zT1NBjZHPvMM5|u80+wAX!@YcKEG2pvq?*ctU8-oxuw&AZQ)*o_<4VFkoKi|u`n>@g zpAY36K;yJ)RwRnGa-0abj*SvNMpsF!LKbUzN__%dD}pnUEQ= zg|;Mah1m-fQox^N-0^c4VmURoM8coYC3cT0;{-MR(i2k!al|zHW{(yu0uZ#f>tLD7 zI>T_2mSZ@PWYKzP)eudia)V5$`nq^J_`@VCU`<4?GaSh)^nsq4^D64b&0i$(_ZV%V^*XeG5eh)LT79Begk^V@jDnXVRG%hFH_+}u?xg-e|loS6rj zaZ$9@bxh+WfJKecZ5WE&exrwk%mURz{Y8{!?$sw;9XHmeDZ^JDOZ@#vpsH&o<$XpX z-C0)|Dl$hd>f7mWM5TDvvVU^TV!9&%>p_${_5tmNs$m%h1wvA{gl|NERd;1e%Pi1{ zS24O+EcX2*0u|MwHT8L2<8r;NpYrB>@AN^nU>S`|)2?n&{CRk%s{0x-v7NAyZ4`zp zrwb<0qRU;lvtDFH8N%(=mdh-;lntN0PZZu~+O5Swkq zym8WFOG_=(gFZ%DqD!qNrH-L!V8)`|5E^)^%S5CK*3jg4O*&z@{@&a}7&h(gigFQe zh!G*2m*_H*q5*Ap70fRd&~l`R8p5pBn%D zquN)ltiuYGLLw=}1Go;OYjmoF{lIHElkmO<%;I)|K=+tpo-nc~ju4uJWAh^t+m)bH zkE)4XR}Ueq_aerrHg!(xE>6NdP6tbyo+%gQTp7dUaMTA0y7DKVfMGlQ55^-7=3gy^ z8zSWFrfDDyL`W%77IMt^h2@7cY`&@d{LB#TLme!|1+y*FD4tDl)9mD&t;ptNS%X!6 ze3C3P84K^|SQ8S@&G^9@2{-pw%e@Ez{Zfx;AI&?XyuBA+4Id_~Q|c)C3Y7z7T6t@s zG8qyC3Ku6gm}e)(!1X&1OQ8K&Ux$i1pR?gu-^EfDR}?IOmEfHCOJa6_gmk+|@*nzli(s-vmQkM}jy&`$g3*VTKM{k5|{`7OOydSVi( z`)?^A#Y{8;sSV$MkNC+U`QNPFXA3-@4UufFTO8anW*Bc?0x3>Q;&joJ_Dy-VQ@zHU zB&ds}K3_UIj$k|Xby+>ei1HIgb5IGmOK%)WuAU8y2hfT3b{W^{ zU8xVgGk=e;OePsj<-68;Mfl-)Y?wwQ_tEiGdTQY%<)|A78D*T%o&DideEp_yNr-^2 zKiV;9-HeQB3J7?v##G9AtA%wo&@Z?<=ZVbY5`RYMA(ruc$_@0^&>gEm^>8lG{mQtn zVf2VoCW=)0yHlg(wKre-ZOh4>`_i)5=3@NZ2H`M?`1hCcM*^;8@C~ZcE4!lZm|u?} z=q(d=#nI2)es;IASM}Z7rqDJma9Zzyouf_9zM(&Vz~{LP%=I`XE{t9Vn&x_7`Fg-?Oo z*iM&u2O9vuFFp28kH$>vh79WhIc&4h%PSdB?eyj#zY%!u$md7fve8jAjqztF)^UmW zCIZ~v*Wo@CK>HO!L6yA=uR#Yms}65VC6Ya^jet5mhkB5;9s;|S*;##|UVHCYT??vC z>X8C`zO^m>iCem^*%zZ7uIPVh+2986U?xOhju)pR9h9bRxg>S{}+ zR5*0pq_S&a^>-IBSzleX|>C5dMxtOe@&7&HFIHhRjB;LG3^zmSH ztLgX_-d(pAKf^IbodR%{>7b=^DQKs+k_3p1&b@LXOdwv#NKMCTJ@g&m{aRxZtvAD8 z{DX+7yxxV^CCTd$=Q>L74F5Xay|WMFUS@VT{oMdd20_1I*l&8Z+g=K;Ys)4$7wR;l zjN|>&%NUQ6Q}(%&pDiL z<~%%3^v?eQ8V7*={D~^2K$&{{UzRjJcD!wep=Om&js-T#T2@_0b3LN4OYxLnQIm z{|8H79uDREf1i*frU=P0mO({SvNIDB5-QoU@0FeGW*$qntWimJ3T5AA8(a1@+gM`k z%#39)gBinb-rvvfy6(T`pPB2K^PJato%6cyyKc>e97Yt48a}cm{=0o>ry=bu-t6S*lD>9~`ptTSSP@SGXwVXFBS;4OjrSpQ!8uusNAsKW7;+1sq>#Mww~W({TbJmnePu{t@Xo9XmFEQPN%;0c?U^CzR!Pu*Hh*Wv?coDjQFCD9# zn$9mPmcIy{^o(T?^8zdsRfh(_++LEu1WgdIJ!8|jF&ri)P*)Cg(N-_6SW(MmkA~PM zU4)L8aGB-~EXtTPEf6_4t}#k1tB&OJ-`YD?u{f-PBwP3=8_lad2H(33DTBqRwG?L= zDEU*=fxgJV3AJV9h5W7ltY6;&K29j0?a{-t?uQG(oxUcQxn;`zAc;_)N zi@E;Rv`8?ks_zg|+#?;pw5phO0ha_1cS;p0TT*U>#lG{ZzTws5euWjGPW|k~A;yqA z%Q+2rEQnlYqlj!|*Wd0}m_c6W%>3-L$D~^v(^0tfT%D(-6im`M0gOS_kqyFPr>pP6 z;h&IgTMrA4;%?;gK;hKW5T=G9o^@cF8oA}WuQxsu}5QcfimL^5>G7ffX7Tyav z^_o`hDcTJG{lP%6Nl~X#<6~DETs1QgR)>^kj5ujOH!QS!cHouDko2el0g000s>Q&s{967N^cF~4V9PMJ>DUVU&X+ANgT9FS?-XO^#4lXL{2)iqSL4*uxv7&jZZDvZ?KE z`+hV>7M}Y1ixzQ`Ug0FOzsyD98rYEy%J=z_?%!;;+ z7t6pZXOqDC`Q#PftgIkeS5}5EX~uh(*6tijnYknt-vs_TCtdc6^hmZk`@Do=LLCW1 z$1UGW?F6w~47_D5vlZYQ*M5JdtyGL%_rRzp!Ri_#jn5k4kCDB48XNP#{WyrIck$Sn zRbClJeB+KE;MYbL^4~stJ>P3CGweUxjn<$9#Q{Rc$IWOpF9g)}yPjz6)B!l5s!q*j zeZb%hy6~0cv6|L&e5_>YV5)(#2lNs`pl21s;3_6ZkvfZ(u)z;8O}3Nbp@Rya=C_{C znaN@fV-WCDz{{uu#JPYU|5Aow;8uZ{ch|a z@B}Z`T)fRK(?2zeA19PJPtH>`s=vy~^q+n5_~v0GgI$VUiI_}A6>oXlY@bN2>#br7 z)*OL`(rsZ_O+I}4&duD-g2%Vx-c8@_&~q``vU%KFax(rHW*hVF*}guvd+}@29R%WS znxh`lUA|S%#Te*b76DPlBm9gSD};vtJ(tij9poA(W&D*Z?D?jP7p#W3b0B0^cKp-( zr!(-@T3i$h$=&abtK<(y zJq*luhD5kBaQ9k{WMuHsI<3Us<>~Kr+6l!Kt46{30W`|hW z84{DeNNcv%|1~GY7CkyYR&{5{oJ;e(ZOH&pZcBis4XgXskmuovBxnKmBQ$^|9E;!&bVPT=Yb@?GH7Fn>_e7j$}{1m=msl+B7OW0vugW*h^hSZN8zBRwSj!2 z8H8JFfuM8458bN!84l%dcD#zYck1lMw540#RlL{(_aE9S_LkZb38;be>6R9k3l*sz z-(Q{Nd*U?upKnflwUgPO$e3mW{j5rD3A>Q#Rv$xoZQ$cDOBTR&|BC;t@mX=mp+(Oe zC0ZpzuK0dft(5|>O($TWD=zEqGW+Q+B?phS*~#+U_nj(JQ@%Y2AooQNUe+sHeD|{l zyyLa;_gjFYiI@z;ff7-=8aMrn!Ycv)5LhLUcc00!sUeJ+_f^euXJNFn=FDa<*VKH4 zz*qnS?ovZX1jm!NrhleGnM?d;D-4ORWe!@$jM|tR%5#1Ihv^sRtCE?g%dz%&ngZ0b zrR5hc>a;TNNRgl7H&zvB3pa=dWA-2u)lJq`?}tn|onaU)-E=DuAoMjie1N)s)e z9_~uGemD-u`SEch-HfZG7}FQFs)o|1Pu}mBc@T|NwPX;b`6o-{%>OWNU0q{Z8}SmtC?u&l#C-IK^_Px~#1=@D@yEQ(;moT~kk^LHk`uO4TCXXB z(=G=$lCqH_wLg6CYTZ?8`L20Pgyd*V(;H|vivWz$5}ONs66&m7&Bz&d6W^p~e*-GT zW@8~Q{n`Jy2mJ;2%i0iUG!|t(Yx%w3WQ<#r)jEo-Mt6XQlA@~W$O*G@k&leIO^{O_ z{EG<;2QnpN5swaJ6+cby(MEq2&^{^fk&7OegubiT@@7RSZo39tD{xDj2nxmvu?n2s zB>@kS>X2N6ft*`zCaljJ)IA#`u$q2zDtSdFX{Yb9rs=rXEo8}Gtl1tP^O;Q^Ur2k_ z<~-FhBaK=&sf+hfl26x3yig5Gl8J$zo&;DAuBAIG-$z*FJa$$s`MO)x5rlfLI&=v0 zLE~1ryICYXzV1898y8uNkWUDg$MzG}%K^r%Dcze>m6ymTE**XbQ9 z(>-ro_2}+7b-v&qDE#32wKVGq#8`yHkLg$y?}LDG83(BwI+{GP_P6S`D}0J4Rb*@j zKI+h{n^tmN_}0+`owt$twe|^@>h-N^$E()-pP+NZ1Kk&hehrz9A()4Yz!1>SVh`*z zV|yKpt6iH$eZgs?_FBuBh9fcSvpKB%_w|)!+o=+f9I3w=A`P4(Ir+RkaX0lN-@jF7 zI5aVR{~p)#`u^_B6IRR%`~9dV1)7E5^BVQ)N+FP?eA}dH4_42vdAB#(wydwRAeXt1 zLf#KJ0Um#5?IG1~s>Tg_)wDFT0@48P`OK%P*x$+AI(12j>A!q3N_k0C>-qJ(TV%k2 zgiKSW#`;>CGs->rz`ZDP3bh+OG*QIoZPPJZuzJ0i>raH6F+LyW3%iQg9Xj}7R5e|$ zr#O-6Snb%6;K$K?cb%ELv@GK%+%$z5ypg|fJTEMxwEJpjiuwNZZi$P}9Cb83gjrTB zr^r8#i@T+7H-5CZ9cUWf%o79uGk7bd!_Nfw?q!*y35Lz)NctFMn)^B@o2gm1GaSrDEajOXfU%@j=e&iKe_{v`|<@tAZ+ zf9LLxc#F#7-*osX8t2oPd~h3>E!x8RC6Dc(@16K`QNey1dK#}sF-&x{Cz=hW8-;Xg z7?hagPxG(>^I|T`jh`W>--$ixX?2=G!Gq;12{MpVk26IMPd8SitH~;h?RXUOGQ^587ANFeJy%lBT?s>@IVP}S{T$qRFlOpFA4w~p0 zuTvGdiZ&DL$lt1GBSX3nE0x~N;m8ERQ`5&-NUVj{d6`!QzP#%y=Sv-Gzsb1rFdCn_ z4&I~CL&{%2`E<-`%L?pbW^#R`wofajyqPlN6q|^v& z)ztaO&k^{vZU=bjj5%PnUi=n*^F}m2sk2HV`Ca!$;`g`q6OZ3difB>h3AlSkF%S`D z=d>n!C9T+A)P3MMYYQkIPF_;v&|xHLet}wezJiHzW0Sp@e~$$+d-S&BV9){5@3w)azfreh1r^-!$D5SY~O_4%TKa(2wQF840}j_+V4$8 zxBsa92hcF7GG*$h^@OVmBx+xy`C%=a^zXvYkDo4R4{0;&*Hf-U(s!^Vt&EeaSPW1a zFD`=zTimYnZw~ua?YihCJsugjC9D7j5 z4d2oyecE%>tN7!XxUwSQ^?}8hR6suI#_%GZP64CUL6)q10i|zaeA00yJK3EL7Z_nL zAmx2cs*s?8@CGMy7p)`S!6J}q*T;)-aLm7=A0Kzo@zcr$bE1p1lnITw!Y6{?4B-xZ z?-Jk3G9u>ZmBQZlD_eZC$Wm_?`?_QQfZOv>x`td`nW@q)yB>>6DhX_YozPXz6B0ff{ z3X7dG_~PM-WWYKU6p>B><+Ug9`x6L&%<0R1Gu{i(Fej6RP_~)WO z*}lN92Vk#jc}sXVH};z)HMCa}dv7>Ey#0hyTBY+L-cQVIchY<{G1;{RO7^7?Z)d}p ziuF(}OlK9y=}XhY7aD^Hd}EpWQg^oo4^r+YDcGUO@`#<6@Y4mf^T~&e*|ZNcKqWr% z#wTTmiHtbl^yf%&X&uTjBc)HZJ*@&C!bz%mjqB?IFfhlL2WCW*QMJIb>rjWRH=om< z?JU~KK#w>7BFN6DqwC2$JE|(qCt)npMy{E5%UR6RE6_j?H$a3prVb`l;-lGzwfplc z@V+HITiM;QzlM>YlXu&<^A>A_Dt_G6D02NH3D<6~d-+RVD0V-Y zdZx;aD;n)ZpELMsEAK{+Z2IG!S$!$idl-sVzsCQ*K9;0YaQGC^gK#xV&eX}@czplz zTlVb+>)XBVS+7+8{rhb9fXfW{?&_apE%?S^WQ)J|dUn~wqaPjUAqw{;C@T%E9WgDSyW`(Xlf5$T~EKfD{ z{dz6aj{6su-LH>|x({VnzWu;fD7NfE^?cz*1@-yw6Ly%c|;Zfiq zm_-B+PT`%a54;v_sYEM{l7+YWhF+X3 zzB9-I9J8dd3;?CdUoXA(o)20Z`zXSaxKgAJS38N2ef-EuYz(iaL;LBE7$`wBRaC+7 z&S*CCv9ZHu#GAKXnrlUg(d;7I>qqG-;3*jhcozJrxe=ajmp?vw*(*!qzR_2xBJ`c& zv2iE5+;z_)>DaaL-`?*K$o_{w?yBVv3(a|${T*D@8PLkOI#p;ObjtaTPw7`p)RC;X z!B1)$vUJwu5%!_Zt7o;^eo@NNKrrQ3W|Pq!@y}kCP!2wr}zC!+MG1(D0(q{yUw$sTd*M9pRr|y3h}#Y`qtp zpKcXFld96(c+DzC&u_Oh4|Dh@FaO_5&_4kLyiI7p=hT?FJk2G~AoS$?|H0y#(^uba z^NQR!Tkh(`&JGz9UzJY&UM}~|n(Uhp$uO3>Ro-k?GJDKrukpBNLUWX{BTtSTr@VtS znN%&6d5QE2v-k0=F|;L1N|#C)Dc0tf`1HX%YpiKkOQ3g>ikST-Thh{$)y^1E7j}W7 zm1^bmbPa`gA8%R{PJ6atd|oe>cc~oalP)^rL*NFAx-NLNMnfd2I>K5hxdK~%b z;p4Y2CNH|$>ZF@}=8Q?W%eAE77xfyb`M$n!Z%D)mrVkd={2US0%!fIHvo)kUH zQ0|rhTlhEcFV`s0{OnO)m??nzq&S7ysr%Y?!NHKp>H3Sy%ZXA|1@+u!Wh%Nz;0&@>n+OK$95u_jud*A{rFs;$KKJRz&SC4CqiAvC|Khp$$qYRymIq^OM&!hCzaJeES*xRq<>oT<CIXZ z;so`&&)h%O-$NzA|L+p;Y?Dz>Q{)hI7~4cX$vXUy_-XiTvzQG7cbj`Ytfy1APEKhS ztISF_yrcXg=Std_uYUiGDr1y|e7QJM0zh%<)v-K8L0_s7OSU4P|B_%i%?f649* zR&eS}-|X9%>;kDb-^>ND{kSUG?STH~CrRC+787%J4F(oR)`QAG#lN&XKCO_qee26OugVg(bKz0-T%cuSj`$jG}uUO3~qL*L5ufBmkR~ z$m9l4`pDQL(JB$ZpPk%lH#tg%+_`x_urUzgZ?ruAXRD(qxq9^v12*mQwK&a1v&Y{P zmv^75?arv{Zz?>V9rK9YGs_mg+WWg@c6DVXi1gFv7D9H%X>I?_OGxCpdI&)LbwP>y z#Z;?4B;||UnT_S8jO?Ab&<{oR|F`^H(?brgUR(JQVgxXhiYCQzVFb#=mm>U&Qwp}i z<(4Qjt@vLr^dNZ|AA6vZjeCNMYNIXJBd^0|r2Koj1mP6`+Stt+y!?f;MCcSFsJwFB zNDm_Azabz|oKlz&+H$chSSTT=rCoHpEJw3c;%^5W$1OB7#ZjVWmJ|Oq;lIz4`eP>l z>m|aj{cpkAxctEQvHFv)p0&U4 zWcq|W9$VS4X#K3VtH-wK;i~j)Z)0Sb=#GVY8w^N)Z=^65>b3XOj?N3YF)F#n<>Wj2 znBo<%UKYMlHEGf_OdcEXXtTVny;+95+A6oFH?E~FtnhX*94n*jlk4=K{LTXQ{X>X? zjfYm8=Mdb%<{V3GCwtheR=uc;z(tg4#m*NqEn}sl-?eW}D;u16>Yu=Q#7+<}-4*?HXhg_eUrY{W!ibO4?$P<@ zW)EX0I^j8P@8CM&(4~g@c;G9j>*_kgeNx9U``WofkD*82*LH1S?P1)trRL%pcA$~; z9lOJCI@V)J>vsZKJnxfB$3@4aWqPwyRF)V@xHwlESncN=tJ2<-TFk7!=huKV{2mB+ z+tVdVoba@e(<`mO9x#QOq^M+y?Q(U@>V4=RP&J8SB0}ujdPFnxB!G+9>Qg0HoHZNA zMl61D3idXsE>*}ee?dvyy_1n_1r|kjp4?^0TDV=!K#^@%a2J3*Z#mC5pl7BxZ>caz zi%q~rsr7(y@4b6W3ptn8@O&ywt*~f}$4U`2&$0y&t*}r<-USYX;v@a|GoNwd7>1aY zVMSJ!8ZX!DqO>;vsUh|y^+03J-DmKjSn7c4!V%@c)%iNrAY97pcs%?)WNt^Q-qS|J zzrkh_6Hn<+M1}eK*iX7V%|!SeA3eph@XHDha~%9GYreG^bNWIt!6ntGW%pp-H$H3F z9zMQF;+VnG1;z@^13B#8KR;=Cum+-PR^BTt3m^g$o9TeY`tsT>q9N}&qLI3fMJO+c zeMtb?gB9bkImz0ZO0IVj{g7rPe)d^>MX0v>=*s%^hF}-duau+81dpo=>jaSMyej26 zX#X(}IxD6B;)$4YYdAp_`3~IoVfXfgshQ*)=Q7*jVbwp4L|f#B{;|U)cpkP7g_L!KP5?IQO!U2Hcv(Xl2}iq$@fcUmOHQ;#pW5|J><%+r-oFcLCLyeHvC9n_MHXb!4Oqg3i{0vaFRD?1I9dKXC+cQ+?tTRfXUC!?Hm zuOkD3x#hdsPDVgwV4|?wO0ZsfSun%i)hV`RCPFZ2xgnVLB##%lExK~&hygBO*_o!H zOa}yO7w)W|DzooiJZc4#RCrXCI>QKmTJmC#1-ePkk6O@=&FT}pgp0$P%i{@sHN(~> zx&9dv?POs|>(dQ+4!D5|6OvA*&-)5OzO8pu?dbkSVZ~5sSft-l%5|mmxyQ?yT^GAO zj;c-a;*Z!XhjetVz1X%iEI%HV6g%0IsA83h}i%(hy=f7ZW-I&Ox=!7S%D{X$OnT`%r+ zdaU?(Se-VFzW@dZn}3HI?rNc#e}u}4#@~Y#i;jCdSPLU``nSrp2L;276V5f+yMxy+ zVh}R7jMlu~`WzR-!`sQ>|(WbDR3%yQ@5FCfpI@{-ixbKRsx=vp}85mK&uWxy&Lo4s+X(iXD3G117x z`wD@X$=(Q2tUQ!((vN7~y5Lz&X;l@K@s0%oZ*5>L0<)`zlvw@hJ3i)1`x+1JshOa4 zmxZw!%%-u#D~{1t!#k4IfyNt6T{)jcqb7>h4P3Y{w;%C?=ognBb%O{UxEfxFvt7|n&g;&(p0hK6_N6!q}me*$^E&_ma zEDdP{QE``%GygHW?&8t;SSCbcs2Qgp?SRGzt=Y3O50ue!Fh|U;Pn*K|(iqidzj@x1 z_lr$dd>fqmG{>K*CG$?J!bSKpezFZ7n{dqN)jBn**28duR(& zaZ;qKYd?2SWJD+FIjVLR<(kHl04D7ye`&47(tT2B)2I5{J07*#J06AWf`+$!6(&#Tz}wBD7+1xGyF^s&y&o}kkYVSviA5LU*VQ1-(;7-%x{Mm(T8lB z%L5^QbcU!N#cH-wD)p+8@rUCnI$7{V!emWeaAW_#V^@M$(#t1_9~rpsjLoMCapI2U z2I&J4mJY~J`}|?{keD z!FnK~WJdtQ?s7O;(Coc4O377^DWzNR`0AQaA5y%Fb16NwGRLT6CAZx2#!_upQ@D2z zH)bp3_`F-RM|eZ_z&<&9if@W$>UuFJ(O^7s5-s@o(3>4zO!y_qms$&Q8GHesN1bt zq>~aMz*hnN-4ZlM2gc&d5z}qvjzhiJ9lmpbAUXn$ra7;Rz9P!H=M;{hQ#59nf8GPa z2=xRr><(U=Vxw3qcOIS7s7{2T1fXq_v5fy2Bc5YamCab;_ z1=@`S;H`d9rmbyc+fm8!vXUOjrIz>g@1gtkbJopbM4G94z;j;8Xx4~qR05#`KA`VI;!rgA_gOxsK?hmKUQ#^YcxfWm<9=AN&1#K}3UtlA{0-J6Z~a?t3+~UO zL+GFR-?ZR6v*w8YNYq{i9hcm_zh$@GCauE&s|1f$KH`+(gPKNp=Me{nN?X0xQYrCc z_nm&TA zwc2>Hi|IBY-{>j)lQr@Nb# z@Y1Qje`>3L^H3OcL`7_4vR#+PE&Bssv4q45FDi8<$KuaY&T-KD@pRqJWD zJG+~#SaRYg?tzO%hr$xULkve@gygSfc#;Z_Mqh-x)F0`apV`K0igM<=-cFK`J$_E_jqW()+91?x9h$(kmMq zo3GlY-tq8VF0AeL{UYD<>O6RQY_rzsha}s>X(zeYm?)|g*LFnch^R%px>>055IfR>6Q|~3-kKGdWlIn5R2eoe9&t3|9In_o z8JhwO^OXcs6t&jJCC=U(m%#KJHZrYOhz85E{dU|cKA+8>Ix5;NGzo1;-gvN?I>{i4 z9_sw9=aNBkjK6q)58mrG*<39DvV476i5+)L5xDPrrmhxS#jEweBu9R^{bCf7X655~ zXnxtiedz}@IEEP9<4ZnhP8=UiONXk(3CR|?dfLGcI#0HSc*bm^5P|0Edv^uEGpC7H zz{_R}cGdprw&!tRwk1I*f>M|$Yq@hZly8mMgC5zW^b&2OTnHM+$`c7i&=Eh`i*i>u zyE@?Mpx8)?8nWr1N}}5(Qd8zL(Hys^tOc-mXSa7l{P6pr@=Q6aml|Rg`-naDQ>E3W#Yn#htsaNz;`*;! zJtwD7&#JF$LB>;(wSCcB#xE7lgTepbGHUQ*~kgjlk<3#~6Vb)1YO zSVj5^X#^RAKV1c_&=MY8UFO8JE%&o7?aKWf&9aI->Le^r!GgkN4+CCaJHglA2&I^A zSW0&aq1ldUD2Ji3@YZ@`hEMlkD?yY8RxslYHjG*`9hEtzM){@$fah62*dzGZm8F>7 z4|}NH37%o-Ys(*V8_AFc|3H&|6QTEJRp?okaN_R8zqb5xw_u*|S#(LuxD4+gU?LoT)Km=e zVbXNNYQFHuh=?H)T~9zlyo{zDos^s==i-2*F}T~!T= zt#ZSEI>i0n3|f+DdMBy1 zB7P}Apa6g8U z%iYb9BEv0r0CWyPx~IuYTdf~af4kV%ahD)8ak*FqMY;Z0BQzr9*sA-Qc(-%nasLzThnA+G_hH`c}{4~g|RJ#*W)!d6yp zL;>Ind$-F2pUQ};@9b;M(Gio?eTrJQX4( zmeS0up=zs|zG8gX%a=$2TvUZ-LUAT$vglD>O{>Kha!%u!O zA^a#A?Fz$jbV2{8FNT>g(+6TyfpKGjMZoeP!KYrL6pVy2?z*z>+GM^{mVr+=4y5fY zD7LamqSXNEID0k#8(>?u<}IK93MTzI&cVA}JMcHtc^|+pfoT3X!eG{YvZ>(8d6EM~ zo|!%HwOpg08kIaSAX;gbjg}C-MIB#c9f-~M#k?0iWFR@|-dPJS8cP)m5E}L}gr1N)@Opl_rwm86u9MeR4CzZAJIRCY`I0A9@ zDhfuk^4V%#tF$R-)wq2vM%kr~71tHEpk*b?vP<7~DrXD^Aux>Ornz&tf<)aaa9L%> z@goR~buVWh#7dQ)w}(lUb*^!2m@t2<`Pbdcmb3)o`R04A%J1tpz#anKr#XCUZBtI^ z^$DQ>&>5ZHy+|==P8>UGdasaYIlq0o2O0{+)u9sYKk?-lcF>`rk#}koD9$PNo1~ z?O27fZX&DQTp7_W>d*I#RTYbeL+1Y8HwnNVS7nJ-5tDX8DgXYw8*=vd?LIMjL{TlS z)~(rCB_Y9-6*ru;3%rPwczW>~Rdn{->!p!@ng4E~om|#LfAKu*{{g2vRcVbTE9qTv z7wVP^LNwFEUPofT!j_h|IBlqAFyF%M!gZ#rr+ztnN-ZDT6_y^Jz3wg}0|v11bpY@1 zVK0_*LP)<*a%pL+?BQ7-qu&*3bF$?34!j)RlE=FA{T&a#Li(^Dd7r8$PR+`@ zy*t$okAGVwkf?TH1oP>DB=Yt}@vg;VPy(Sv-wJG|?DXN%?BerSCft@VvKi zUnP3#E?oF*zTnfG4d4w%x9qDefOC3~oL53hmuA`7?N$_L6WJzQJ9Csf@BJqy99P~g zZjtjr#Sd>(pKaJs4;JjqV%$?MFVf3ZaCLeqWyg*ZjmB+<{JXqM=E2>#baX_S7UYps zKT004_`>m-J^kv45#;bH6&I3%osn{td18$jZVPiah&A*|UuC;i@fu73p$ie*a)t9G zY|gZm;rL>JQYl@IMJ_ZHp}Z@rLG4|?mSO(vo1hDFgF)C>LX)Uf73Td&1WhInmF4p1!4S*-6jSgpjvpp>$12O=GFEt3M252;LRK4wHE9 zF`;1^@zum)E zg!h4_cON>dez*x@!#?e&6ZzK1bch>5Z-)p2tl^X?$OJEMvE?(^&nD zZ1pekQGN|UClmGx9mRbZ!c-rkmY$Nhz|qFH<<2XQrX?qQ1*oR+f7RqxyW34_IXN^o z?hd*KR4-5Ix4J3jAPR?U~GuzRuU?%KE0_WttvpKSv!3HPt?Be=kRQJ&{y@MDp+!c|3f88|K zFWUref3F3sQ}-cOs#BQd5+d6me4vlQ5%zFiL$F_C%Ey#fVnY(U@@aI4_t@0)rrEEp zHye(Z6m> ze;TdMRP20BTL;PJmwX)0Ej&blZyx30LDv>viKGEOsJuh8xsJLg8&!7BKc{+QcKLrR zcAnxK+gg}9n{TcRmVvJB+EOaO*^-^~XZ*5{{A;!e1mjXT!#iTW3RA}y&mcS(#w8-AV|r0K3qUQB3|S8Qawzqh#R`e1g|_{NIF z71?Vz$K+OXj&P%C?W+lz$f^$WtxGAEzy>&+Pzf18cNM2Kr_fm5Mt8w8Q`p>TBjsvU z5gQB#;okp?79zV3LF4=77XhySSmdI0Mz^)_N`lWxgEWa96IuVquR`~o@)t(|}0 zI~q&`wsm^{i}>s^7FMmUxo@VCeSGxk4UT~#;YUY~pFT@YCYI<;HA?$y`&w9hQg?kL z>(c*dHW#{SY`rmei;EJX_%XVLrBTu7_066hvCR4}pLuF8QDNfM#&_7EJ6GBGU0#2( zVg;3Wgt`{Bz`i1Dl>$5*I@XTA=EY4z3{&@UYb|9vG8gMy#;3L-IE?{XLYQ7yeDaY2gOhL%Yd@1HO)(UO0Cm0Y3;I?Tz`S3ioe zRX%6=seEV|#s42%ND6I|lT6r-<&s6_D^l-sJOAP0l$ahJ>RrSgSKdl5`$Cf5<0vEsCspE6pXPAx;p>&D`zPa z-YR~}@t3zBhp)8Gn!jjI$saoX`<1H`(t7sXcG4HT0Z%3Wb3JLjy{Xuf?S}Zr@LWK~ zNq@?m45I(gEC{rHf9)NF~O z2Gk2e)G|a&g?n2BAWvMKB(GKM&=b3M`y5 z{Ldfzf-VDlwti%;_n|@wzFWom|05j5b9;1DBSegu+#TM6_mk{EFj5`(MIKe&K*r;T z%HjUOayRo})|viIGW7}jp@a@-*r~#tXt;BfBk?3+<)C#Rh^VcbQhcAkfSS6qc%#RO zXAY-$xgHQ;IKZ&|Hs2rTmKA>%L2+gv9LY3Ce&;!V-0U2xG5Pc8Bb%MK9k~G_&mtgO zy~^MQdUxTN=@7L2sIPf&hmS6f3Qhf2-Ys+u#oMu zB^Pa3m>j(#fd0>a*Wlhu&IOP7a!&fYh99*;Y4_Q8caO|+GTQ`CmMi#z^#qIeMs@PwHkN!#dXw+rM* zDZ_XMz47hKtTxx<4V9oq)Q z+AauGtYUJ%#8|;tmPD-Q%TF)k)tUpXTUsrt9&01V%3!N(j^#M58E>}5Rz+DZREZPw zbV^a}Q$jfi(XiZPl|gk-%$0hK0D3r%0eNc`@d2Ze;16_dw)p3 zt(I>0oVP9nI;3BTdzMx1q-}8^>J+nK*aUT`SIc8&_*P$9baC%4c~%xX+<)-yd~;@H z?9B5HaGYE0eH^HAr-d@zklw!fkdI$1NWXha^Fg-y?hELw;A5&fS29?1X}~N_|0IsHk(_3Wqp_MxWGWd;SIy`1 z^vg@9)mRG)F`hn5e~MnRCEaw|WhS`!PANcnHJ&1ktf>2?z7~KMvri)`ii4kTR`b*P z`sE-5?Q{-BUxPe!bCjtAT+G~qk+9dEbBLmt;ii7Kzx*v(R2p)O;*zqiOdY&lJ>0Ra zbQGtm*y_tc9Bw12?^dx;{dvA=BhUjM^TVJr&G~RD2O%L;4)Vc@A{!4pI|BezcfII6 zH)G`GBmJCtrYo`-TQeL}U%Nt?FQ0vD&67gT18R;lX6)$EOy6WI*~4@q-sRt>z(hcA zNrX0;jI0xEtYMlP+zGzOXO>ZtL!8)~E3`+Cj_*9?qO_4b(-r3;<+!dm$`ZK_I2T)r z;i=s@j%1~&5q%LF~ zw7GUaYQ#0)3gCBC5U>9EycmaxU@@32_UVfq<2O}UGtMZw7n)-0MVGlZ;P<=&%cfFx zx3h*WP*$f+jA6!Z%*XemII)ml z478^=&Pg~OFj2<30~jgisZBK&(izsm2ybh#g*GAI<{oZ?rTO5;ehFv5j*qHD54*tDh@pSUY-+szOY%)*W9n^a|-cP}1D|hgL#JH_O!N~77pla(z#cK()IJ*#aJ>cq9Y^?rcAztXBqtWpf*Q`6=~DzE+z0_Hcu9N5y3zqCAW%HqLUncyDrF!^_^hZwo?u9V)UYkwqSV;& zfXPP@cz6og*#CcIy>(PnVfQwyq9P)xfXEQiN(o2|F^I%~w16~7cMRPJMFa$fk}j2$ z?(Xh}p>xQgn;GI8pI@x+ec!dtnssKMne)e4*V%jDdtdvyJ(-J}s4>jBMR=WER}R=x zzFUCzuYYA)XgpD9S5f%A`krd8A7!L4zZ>>Bx1gb^h10|ZPWm*vi9c04wLXyt2}dfy zm2?IbNs}C>z7`3TIV{$E?gJ9LvJlp`o42!)3`${7i`l zix>3I&MX5j1Dsv_;>44yiR$tG;V1UJZ{G;f<}E}1u{SO@36lL!5_I}2^^E??78}Ft zsS0u6YyVovK9m;)A*cSQmwr|Eft3dfAJxK1H;Ejkzg&xKF5Yi0(`gR8Ovjdw@X&3I zhX3(D`C=CVXxo5mv-fFqgiBTdJ`Z(OKhNLYL97a`r$N(7>`{gQ?NY(ZL3~uOFASb( z$6196Xo45hj+uLF_MLE)@`I&Jo*LB6Hh4RiL7RSs&=E1dh?|JMod%Y_pb7Vw*jeU3 zBknCO9XLzY6!Wgm-KVU+o(&L}NKdVj@Cqs;*)?p!-5dywbS-}0rKMq4bO&=vU)T59jr{8DUR{BoJv%z!G=0fjV9$RC=j?V$zc!jrz!<|4 znH-GuLTLeq-0%W%44@Q7kOT_2jwE&ySSLWK-no5{q(hLQ;G|hk0)XzVO$bN)fcJb~gbz$i&pnTl_ z#uDbuzqSxgC$?kQ;;GbJM|1vikSyq!1oH$vSPksIv2&f+!ONbDi#SNg+1TsYUAtT5#XZ|P zjD3}8qIj*^NXhfcDw1y12;n!@dT>DK7a>ol?ZdMU)0Dh2S-VUw=AJ$j8_z@*Z}poAlEaNNaV}$^V$X>XUuNkb#rr{*^fb*?ceZPk zzZu}8?p_cs3oYdY-HZ?-TK0AGY4h`N7LM-er{)E3tI%A@-bL^fBfj1!+z~N<;Ju`D zfK7^^z?4B~pbPQ#07f_%%Zthy4h(+}q`CVLG*{59-Ya}n+z7(1L4?+o&OHD^ETv^i z?4G;%>i>{h_)+=$*<#fWW1POeB~&=Ga@3=9i*j?X$x2WWl{p_KdMm^yqxEXgEo;L; z`Z@NumMSZ)?Jt=8C>-O}8fQ<%Ps6d!Y3QkKoI(8}cI~eC6q^~@LxEiN_=&>u;F#S= zQ7VZAE$S~91||!InKr+y%ZCp6%G@#AS{_rB{)^Sme$xlQG zPC&{;N1iyRiQzr~*=Y;m)ieVx2r6|sjSr@HzNH%!ALDpD+V)=%D+Z)CXU*$Z zpJStYJni7iac*5~3;JIz@Y`jx`<184jsP}4iY8{E#sW&adSBT>bHrn%aq}GKh-P+l)VeR6uM)T6d7##UsnQM&zt;O1`%Z^TUzO(RWfb|i%|;ylwc5P-=2u%6e(cdIVwE^t zMr_KgYA_X5CikF4D6(cywj`(!jDPXIJs8uBVz5IJZ%`r;xYvG-;6j{zY>M5;`7c2- zcngg4e)_gZip5jvlF(Ane>hS~E&Ci;K#4u9k0$0iVE*GNe-GHWgLqo3<%g+Xq(V~DR%mu zeV6~G*?k{TGk=}}`flh9fLBs^#X&L4tVvHpctf?JQF9G(GZnMUj2<^yuEFqEvXJBT z<(7f~*(3b46&0U*J-y{Tr+nD4$qv)}C+t1f zkIJzP)Asy3O`w$s8>J3phMKg{7TPUPfW<2(9gint1n!yQWVvDc{{Tj;l=)2543g)e zk(H#YfQqrFIubfbo3U#TWkj4(>g)K>$foMEn$={H%fhWZDt`uZO|Jt8@a}|asc%o9 zr$p`|gPcHiIfS<6o4c#`PnTb+hDIAAVtgKCa<7~EO{9N%OMYPIqM)4-(j^xgTdFVY z(3;LnrjlDEl8FTdX6@;%pIR_d(V!MIFwOD_6S>vGY5HMIMX8lkxnhEm^{Fan!SjVZ zj5S7*{;SgAGDpEmV8=8lvb*;I^{6ysWcv4^doqcw3jZX(D3fl+yK=!6hN4IhZJNgqSWX6=z;bGTMe>F>U z@0rDp6yRrQcoMHzOw7Dqg^cm#3@6VSOnzdoi=}6M2;UlJWl4Et1Uya0OsC64Y5dmm zCGd*Ua4B-07pviwowVH>cNvg!bb%Jxg`~{)WEx9*>638JKTN3{iZqdgrIJ=9KB z*9ry@dV#?zUT&*hInJ{00u<`HAI@y+4!PGx@JkCC_VdX`7`k^dRYGQbqoNKG`5)5W z02XpW;UF5-YN`8_#aG20IhpGjid7_L!rvuH8#?*E>z|iL%oo|XX;uDa_n0#lpD*m} zlTCiR?18QgL|(2=VHmzYq37bwQxx3e`6+2`U6jOaeJ6NIpVcCE`h{bjO}dWWTZ0JI zSg+l}Pvb9H(ll(`3qNp`TB_Twq9FVxm%x0nObB^QcXyrCN|sqFBd<|hior9t20`VmwaHuUzB6P?o!2b7Az8s__U+D&>n5LUeRX#3re8~Tyk1w+g?f;dTWT#$ibHQidbKJ4!nvJFZVYe%m{%%##?^(_OC#}*sbz~w@Sn;JjWL~4C)wN1bVc14 zsnMxasJx43{oGDVzKp0wz~=96>26ZD)0k4>z|L7@-5B~s+V1gpkr7MP_D!^$(Bpz|gI7nk83|YoR-b0kV)z z{q)-0<@D>Tn$?N-)|=b4$ip9=5R!E)5u)Oj?0jWSwjE_oGKBV~=gynw1Q1rDL34$_ z#qvW;T^yZG-wzGbyh56kl(MWEkw-+dt155?Dl%fUxGItZf1Au7Dtr%>eolG(JGkh& z^rOk;-ZW9I==2Bp9*iAw)BL=(RJyXFXpniNU!`dxcCZ~lY@jo0epJ0%Bz=$qx}9oKEY0s ziWOu?#{_cu@tP#0rsSG$V0nGFRY9d9k@on@J-OVp;sw3H{D~Aw;=Q>qI|+z(BL`d` zQjwGElu1uGQpPz}W8=%UOwQq^PM$_U)SI|K2~zpAht2o zz8INzIo8t#j;w5Zy}&|}vbUWUYOl0%!ZSJ3=q0mv(eG4xTDnuaHOMO(fn|gU!B+tqu#Dd9w;RY(NSsd74sjcAN%-{{WfO{TrHVy%Tq!)jEoZJ3b2d9ZYu$&4E zLk_MDq;1z1Nbk}3nA-EY(R*x`EHxjlmC1}A7Fe3+3NXTomJ>R`%ch^aiqS$$4SOUFNu;{1H$;eBe#zm@d zBPXJG)XQ+aB!g$DECa?)FlBN;tXd1ld z*nN>GgfvP=xOm68(YM&?&-7L1Mhc$~q*GaHM<8^n(y&{HN$6X>2zOn0`?KBxJu@Zg zCJ>xfd)4|y;Zy0g4no~l{V;{yRR+Tw?E9iLIg^SY*ZU1ql<90PO}$Wb{GQC|qg{3e z98X+e0(Eor5QeHnc1#6m^vp&6)u}xvWU_X7cr)gB{@&5K?;cxtXAg2E$y}pzQ;k_1 zpE?n>S;f>tn53~q^O&({&^E!%>WuH`1l8@ zp$z+eH+|kvlT9U({gqYm?gz~+{|x7{8?X+5Qm0eET%Od8d$MkQwCFz#3h)ZnY0L5C zG)|0sfTLJ-GA69Ag zj<(y!VavjHk#QA$7B2H|^e5ZAjw+M38hQ3HipPr2#-gaLe(JAT&Ci!+Ck#@Q&me%v zhV#9d+pGB44A)7of|SXDAO*+ky=dGahLp5V%zXCA%+XM>9NkL`+0t6`L-3@!el&G@ za(ELyt0cTKcZ~mR`BfC?;E#=aA17nYz}{<#aQ8?Ai_u=pu8D&Fd{F)6aI3!AOy%-Q z19zN>|9%)Yw?k&wO!|%IYL~fo4+4zUyG0@e2|F#^1)jEIl94Ng%LRRuC}Mw?ryuFR z8!+;l57pS+ZZJ@q#(Wa|JR`%i-`hqg%pXpdxBm&{E}Jbd-8geJn1R`lIZ96`y;$&< zJ?i|eq49l)zK0`oo?qpB>I$^UotrG! z^}Qa?`T4T$XL;6WW>_e@i~F)0MII;PwvN2qr<-O8#tp|cdej` zqmpx2Zc8L{#Hh>bv4FRp%3r(5q=Xtqu&6+ao2!UClJGO*0|m~QlUsbgH2O9(jo zs}0NolVRLdUP2?P`h`ci=mlfOquOd=K>@hxHr8lGj?Vi19*sS&$eOTkmyANYNXT{Nz6f37v%EP%YqpIu)jO;9PCOnO+5 ziYhLUMA3!mWK#DME{vJzsrift6E;6FhY{w+4C{$} zt5&k8UAqcYRVU#M>6t1+3|%paU=L&7eysPL888EN-Cs-}loKIzZ3)o50$Q+Nar zpvn0Qc#tu0z=}DW)1HA#z1p>0p-ipDbNcZtr_;FySD4e}S$<4_Tjv zF--!3dA5G>iGjziAncrVCR=G+#|U=hjtU45Gqo?LZP-Syq}z0zAu&u{=G{UXby|+G zdX+1@es@u{VoMG$Xy6UbNo^kTTvczj3CgaXPr zY*YCMqewS5CDo=lr$P14%W~=GT0EaObn{$NGYZl|M*L=1gJwoG$aQq`qo`kN3w%B= za4j7Kw1;Hh?J5xdRsAl_5f=bv=YcGGO$BOaj7Y4CP89Mn?YU)nVRU7fsIq6Q7}aT| zIr}`>lT`D#Jv?9US^*m$8HF9Ucl`>jjz$NB!Z-5}8g|YNwmp&3T8^sOE4J4Cob&?w zQ_H4H;#4)kH-m-zII+EKr#9Ca)?>nqDBmu?62q_07>SWcTEyFuJQMmrjgd_x9cmq& z{Gyc|q~7zBk19{AZvne^+215X*4apssqNE(meN5EuTzf=)!yY*yAwON!{3MM^8C>+L10MaTJYXWoSTNRc&5OAy8lul`_X12lCAbcC@_ zY9Vs;HaW5V$Uh;*TYIG}#!uJ^tQ-{hTf8?j8w9wzf52%RI*j4)w%jbAA_Y0yedXT? z-ad-9EEvABPWuM47>3z3&NR5hlN5Q5d~@!nZtQ3asPT5b~A zJy^@9KU=D9JnaWgqYoKkK7zId7jaliAb&ZWz}0!$^- z6={uGSX2q=cXxVyJs2&3v;g;^se}=XDq~i4L+7;6g?TIG{+;AlUBJovDE)mBl5d4Z z-=@^(%bfG>&oSeSfi<)5LjZ?vxPB}ZS*qI2!V2HfN%Z3@|0R!Hmhfh2e#x1Fe@;m*!yVnssI#PB7&RqZ9teP9-A$KtHhJ+ zsK3X;$ic&>W*w~&BaxTU*Qb<|eI`PutzXtt`D!am@#rDdWEhc94OD;VvTzWzUwiZ# zN4k>6rrMxTMGEtgIG7<^&s-7WI1m78;@(|Ro1HL0dsn!0-`7rB|2|tS}15Yq_^()IrWt-0x zA<*sJ@;7M>+fyLv(cCyHt0e)(G>BkqAH8&=H!`h zBr^*|L;qX^LlMln1sk2+kZ6~C>>v@H2>DsG(V5!Sf zvUZp&r%B-1jhFfzLn~7kx`r#%HP2+Kfvc`ZEgRe zUm>`>M7@F9Sv?PewE65h_$;eE-DP%sA?Bq=Lsp!Vl|UY65x?tg?srp`zL2!>+`OdZ zcOOOH%Gp|pV|SP;sFJhoicFE9@qOWB^7_!zw`mF;VVEIn^cOCr%@S?I%#)TYY~B5y z>f(ICL)(D=B0th{OCYw?n5BQdXdWKjz&4`zM}GlG)_geIC6&0##4waokbHPTIlc0f zk|I(h?7n(~uws{g9nn;g9$&{NeF<2It)Gr+kKew3zeATPP~WO={17kP&PlD3oxez~#XA6%(#;~B zp4`h6C?~-7jV$uxc428#U=PJco8c~^1uxt%O;X|b7da_fJohyAE|ALN>nI{`hjZ%CU7`yw&;HmUaXg=Wv(pcPjw zpM)y8tkHBvmQK(mezsd?oG)XUc8YEN4E*I?Zi(22usMlQ{oQ_0nem_cj1H$oj~mgo z33IN*VjDLW4_g!`nM~BVESpXj)r5SM?mVxjhJTNllX5HFgx-+UcPe)-q zttR>>N=`{={K?O}B3OliC9w61D`BUI+<9J6pGh5%ALoARF_A~2?v*IJX1d27u4Uq* zUTA3$HqAHxlQAK1(*!~FuF%}N&cNML$u&g=qh{ny#WOu%aTT0=opBxeDKksjzASCe z8U52k%mDYai=vHdZ(;4tY5EAV<)J9`Xq5oOqhf+BVXVE7l*9k56!;u{RB+~6_aSs! zK+Y{VM`13`Ifx)TUBUrx-7*&x@a`ki5D|3qdZXa%J{o^G__k^X0icD zo|z0I_}Qr*Y)LUw5BTy{mTtZv+ow2OP}$OsdBsq7lvoDk#EpXE!yP-+=-GN`!dgp_GcUZ5&6i^NZheHO|Y~tW>b$I4QE0)PKV8YMn2*^M2>dx~e=9nv`!eEweT2sp(p#ItQw_i|u zri>2?FV%HB{_6m~=F#K^ZbzQ4Dm6i{rdzYrF1OzC%TuEtryq+4=gZ!Brlnc)2!Rlm ze4}H4M|t!ytCFVjzGY|LU#G&iPg6g8zLm{J{*GSHKSN@V2yZl936 znTVMjKRWo$+{$+LcSlD-R!jiseg2a>#5jl>+tV|?No|;lCFxla3W22)FwAHS`8(#N zRTuU0DWApZEIf}h+|+f-3!8%4!JOJ6HLlwMCx){GL_g~}Yf)E&L57ZbAvT?2Xz_^@33JOnjJvfRGaiz4}zH9og z5v*0o?V2&R9c78LCR-q6#o9LtBY6`f11RX;g)5sO(3MjQ+IJ0>N~4T29bns)m>D~N9w`K0F%F09at zn*7S8x#UpCSF)4U*hzBweYn2E&u$e`C>PkXW5gOB1^%$SNdWx|%7pzKRCx%s2f&_PBVKTb z!_S@(C>#R&*`dM@1&4lLIn&SxV{n1L6&yw85JLmNqbo8=4Ak%+4r)KsjX+zDYRT!O zpeD|}MZ7G164&);a{te)R&h0Ce^&#U^s@9h73 z0`O^E%d4L9Do6vTyaTr^Vq;hGKW;~J&(=<_WAgJUPO^t+$uwa9j$3=jJq6uE$e#sP zvx|h9mrmP0>&wP$hludRAJ&qh9guo0OP8JD8g(L;DH}c_58rlUcva>8b1(=zvDPJXLKa;pYB_4jvKRw0A@fNz%HgWHQCa^(vPiMwaV zP-4JQRDQeb2b;#&?&Xc?{tsmISZ*ft^)q_Q;9!IgQ(ZS@O-Ye<@3RybWkHzw9 zSSr1abs^~XmB%=52#S#%*LN83pKCRD-vgw@u%FW8Z%CUraj_PeJLy*}Z+wg3NUNam ztZ2l2$CwEeuRP{qji=B0`o&A8?g=ST&a>B~60I}iHj5@}bfljqn7kc3*-0ngt@B}g z3Gp!HQgyZ!ER6l#bRxOlT#g$%S;vS1;YeYUA#$&0A&hRMeFI$fZ_u;P1Hj6FcfRfq z0}aFjt;?p+S10%|wRi>&_%rh$qnv+Gzw|}}XPMnK_mKrypdaWYE(28BTJT<2#)V!7 znP6@=iJNe%+Ir4o=tGeDT6aXc6-a#}=OI)YG=c1nPuB)btmhCyUBJ0rDn9TR4koQC z5^#C&$Nt)tcJ+GVXI%7v96VpJbY13fHZBu1?P$^!DGDV7^*rM+ypSj-frf#tT2)lx ziLmz5WXl#6Ik+}#JTaXgRI!#r4c!HAH>*J5H_JIsp()_)Ruv6+Eo?j`od$G@%%Olb zfVbOJ4B%+kcv|{h5ZLi;1Op5FAq?3ci4XM$zi5qQgGzvb7o8&xaA}9PQ49ibX&7>l z1OasVGj!<9J%`r|zUUhfgm*f<{gNIGQdqIzfvO57_8xHk-U1CQSujJ(1QQ2FK=5_P zx8doRAdV%Am(UPF?fwx`c&uZ2D1$vb)~Wn!dJL#w#exrNEvVf$A_SjwD*uum2C`kT z;Dzc49s$c1Y|vT3nZXf4xT|A%NcuczciDmqiV>U{8o3K6baW0%Zv#;;Z?ZzW1ce48 zxu7h9LOmm|;EGPp-_y%LDXW_zPzu4?Zj!zO0m(SQ+Wtr}=v~kQN9Ta_y#5VD;EGG; zm#SfL_aPhRn3?!Qm8fq~{jYkyMzO!@`4N@>3h4PBmC+lO@QO)Av!9jS>=`-l;}FV# zj?h*kX+!Sx;&>HJ#%JVs0aEV`BbEQ3(~jg;BSk~*?BaM;&Hh*H>(9uY9*2Mf{>xnQ zt5{Q6lbw~F{24j^F+$=D%W}d`52lID{{tH(|ZCKg) zpOI5N4j~BW_}*$HVOa7XbH+3BR{>HV3?n~k{-39RdC33%eZ`bO_J2PW>_cH?kBdCk z5Q!r`)@b|U2KNJ7=r+*i=HulMCFrp1FGdhX0rr#AjCJYdb8?t{JP|=`vr4~c1$`Ys*IE%Y` zSpVcm`LFe8$m6lhG37Yf$D2#mPIJ{bq1D(%9$>@ zHw)UUY;yXVm@Z)!p_+~iW1_nui*RY-oT~g|R`7bBsPPU4MlY;aY}``xVCuo$#+zc` z?j%hp2v5Ba=Yi?32Y?eX_htZv)* zEXm2eF9xmEz!JsUO}F^I2v#nFD+fXKj{-)~Y~a`Y8}64^rOcIz`I6T1KMb%t5plmD zo8ZqWCH8&@yfeH`ileXKZ$hyh|2y-Ii{kVu!E#aqmm2k2nW+Q!5Bd_ zlejx?DKOnac)DvIYY?gRrTm_q{W&ZE2EQ)FXJv51#u3I#Up8B;D%QvHKp*NY`61uD zu#>EAA-NR&=gw1i52M8w9=ldn8XETx&d#1HupT(|ASdE*f-=(k1y&XdkUSttwsd%9{H?(zZEGY{NfWO5jh=_m#W_50 zSnSMMnT8UU%roQ`q?LZ$WfdJn#z(mzhB_p^VT)RUJ@@>r1xe+TLdUMz@$&PlLy zIeGsXtKifmqA}PqswNa19~PTw5yJ7+FueZU@MtL|%>7F^*@Q9wB!z?CT>$fXxCu|W zND`}yB_XEC^4}o(z2NP;jn&19dxWvWimQ3tSrYo{BdseK_xYCQKb&~XFD#0#!~NVI z>>2B8D!ruX=T4X!E&AHfVHo(WYo0I@*K!(_Em&Q?)u1zJ)>hrg79U1uU#8HI=#J72 z4gXan%sGJ&d-DQt|9So6OImJ|=da+>=4> zM8kFQEgB=9NUx>W9XQzZtg}l{varkrjV*H(8$3F0t~Uf4SXTl)i^S)eE4Vo?=AV?l za2#d}_>Z`n%YDr2ZU4k2BJj!*jI2u}VpU`bJ6JKoHMRA{`yG}UPt)dW`P*J(;e9bJ z#|g=?Ke%1!F?K2kI|KM{u!3k(fL?!&V*Lr~F;-Y@w|f5?0mm#p0(mq~<9bWTR7%;yN)c-~IaCti4m z4uscE{WZi#k)Ae~d!blixZhk$(c^7ip@SmaJ)Wd}N=3rP$$O4cp^Oi(+QI6>h%aqWmrI6> z$P~-ZQ>#m8{ID%^Pk?Gc4eYwlX5Q*fSI?XApQt~sd4pYtLpN}$leTJ@K2cEHg;235 zNt)cM$WROX^hI;PI1!^Qq<)VfaN!Yf?QpV4c>0^r@vQMppYb=gN}$Ds=_M@$OO%h_ z=V=aGlgSA=)^GL1iB)K3yD-!>jprhWXX^qSm`h_Xv3`P8+m^F;IYifY)8e5No46O>eEft=#2g^r`oV|r2f{m)2e^P!=gm;F z;sd3qf+AW|9#a;7eDxJYIiEz z$WXQu{>2#E~{j ztrY6lq;Hp&53*I}lCxJO0vLe9n)}A^?o|R7aw;QBNe5%$*w*_3vDI+Gy&|fk&w!m^ zS1I*@xX1~<`CYn8&b`*5Ja+`ItDcrF^5h|+ zRqeo4jpa+*Hg~H>kmPV=i--ok!wC{OZ zQRiU;7D2b78+>{ZMA-SCt1r~(dyto0JKVL#1xD5?t8$C)QntbkXnx0@+9eCG^zzou zZjYbqiSZjYd^hY&qqIL*<~^kF(q;jrYX_Jy->H=?5`fOr3E! zz>j}AEdlV=wurU`)j^tGUhoNJMp_eQi1`#o?Y!L+RuN3fIW^es;(wR6-S8?le*g83 z+p|7mEO_kN(KhTG@5S1QR$IM2T6Mwe#JykKa1MfCYs8Jflq2upG3e|8+OK|?XtIeI zs5E$V@NT`cQy70onHJ69)x16ubK-y840%UgN~;|1qmSqPH6ub=WL!iV&cegb7Q zOYfACRnv{;8Fz+|y42^@e`JYO{)`_COnzE8i5G5XGbFumD0m3o?P z=|#>akJ&5f3?h>O>#KQJAmvJwp{J2^UFjY z9yna+q_eXTO~;-|U3fFDCXA%_p$3wQukHx8z%ve^%h*9 zMl-ojUF^I`(*YlZkV2*|?!>Wn!tNbOfFQUxHebYm=CDKld;085f)^I|eYrV}L9`(o zh~UFVPrU_ck(3|9!`dEhN7mph?s(HjP#l{-bYjFh9fms;Q$6~3_3Hr#LU+M+_PdvY zXX^LY@451r_p@x!r2ok?tc=SRdbupL_cLgN?eB}et+e*K^WRdUW(+ZVkk(pUrYy+k zqweV^z?J2#|FpqSnq#M|J1c8EP}yy)wm2atJbO*09Xy z81{3}faK$M)P`Zhvo4P8v*+3BP;gV*VIc^X=|{DZ=`i;(RO#L+vyc6j;B zt&`W|?}QHFHNi>SNYk@%7MHz?PRbz+|Gn8RV5yevm%Sq#)9GFJzDbkQzxEr&@bnSc znGVjz^Elyy2Tp78ZI6?=;$-;YMxoZvw){D?1jDIz@DJoKnz8bj_pVA7>1}A`)*rfa z(<-N>FG8Cc62!(Y>%;_%x-JDTbRW8way8SY@}4c?yUwtw`?SRS)jeC(@>hd!^Obu^ z0>guh100$f(CpG^`*3;p;Oo7SG6N32PvDv-&Nf9-S|i>Cz7w318&x_-@6F#+k5cZ_ znNd0V!EAP#^9&l8fB9!P39ze)UHJu{`d9D056VuZJb#2MS<$j5;e{HRM$AdUJ(}Qd=&)o&)nF=a73UpNeblSe@DUpkVNM+Z@kctpDt>oXzMvl{@Y&Zbcqlkeh-r;9Yuz;@U!dLacD_0J> zqDZFGsf$TN46e8D^NqthfH3Z!d;1PxX0=Dx@;gLaEcrSbt(-0Ia~>>m$~0vcgnD=n zLfX|y>vyTh;`>}|yu)MBP!A+0yW{rg>J6trKf?K6G`a^qn8djSU3)K01v-DlU&r}e{z_fi8> z?+-2BwB{J)muCRC(RaM{Wshmbf`l$Ed17DPXQ?#SQgATFbCCfAiF)uiY`}3RUDI4k zhO1QE-;_dWFPbm(Tfm(q6i4EqB?b>}g9~q>&ZOQE78csSf(D$Od|$@fj&Vdx^picN zZfG)SQn~)(i@XC3LK%~qrr+SkKMgitO_X1M;uYZ0e&_@|(%-z@2WvR>+Y&A(;BY1I z?l5f7#D&TTcq~STD?X1YjF~U};tSDgR2sT^SbG?IyVP;PpKm_Qiqw-C$r8KqG-z1y zr7mhOy(e3pbgo<77_>>}X00{Q|7?@)a7QRfMr3wDu>lY*H4mi=psBk|9(a-kyZ)5V z5R@LC;QJH6*E%8WLO8U)1f5fFT*FuSjl63ax%MbFJQR0q8Xi0R-dMako*}2+7;cjh z1I}-=A>)4&omw38SKitn7+hY`9(+GEZsf(Yi>T)88JcVhHo;Jmip}A!qxkw`j0uzQ z6crn%tDOaRO~h{YR)u>)JetvxD??|Pha%B6*8_k()n6i?Wzlw#UU9KzmK~feqBES0 zwvDP^21bFR{%B3o`p<|Mu~&|}2YA}Xk+tw}H1p4Jeammp2HI;$JohRuf=9Y2r??)6 z32v-4%~vLG+SJ|4ouPLe8$071VW9Y3OC_fG$C(0XVNnYBTbrU9ZBL`zQA-yImtJ41 zeEI??;rxcOYdI`&-ZF|CRUca?76CB$=^uwkz_I)F%gGQCpO#84#|h1w7Ce~Ew4{Sk zFiO7dTKzrE&Mo<13Hv?oZ?u~f2TNE`mkAyKbl$~>Qf=T)?u3)@)q~4tQ5464Lu79j zUVo)Hx*mX%wcM?C5J_DW4P}X1YP*!7sRWut{^Ghjh_>P!gq`Cb8QuISX-Mb~E@;Bl zWu!U#;RB)SifaM4+!_pBiXP&Efc<$d9&^Esxz(hWsx)aIz@MfNA@Wvrom!jN%e+4b zsh4wA^4>$x=LM?LSrOOC7C7Wx0mfVFR1UJiv9aBbv+{-=!iZo(o;4lo{*5hHfH74s zJGH%Rm;YoB3blQPR!|}MfyD22Z9ZKs-jg|i*=A47_9nvW`Jl-R!EGL}IjYe87hBj( z3S)6@`SNv^F7$G?^N&)g<7~kvdf1F)bxg)5NA)=u&^cC4IcpzL>lf~ms)#l_-hFrV z%U(AQX^L`{bVM8azA;dEgB6x@x}dTLVIRvcnkhrEUo`zhN2RNUMh)>7W!I0COziy9 zY^#`0m#^$;sAT_xkMX9-_1Rt`MP0$JGL2X9ZL4$;{L`-(G~*4 zTnq1VWdDba%b!aRdkV)MT#M6?;`;dC_iiTI^us;(zf@akSGxGTiehk?5)`7N4aV_K zzA7042wN})$J{_F(s(s7a1~g(RCpkApB759v#8)4k2C&&=3U^;yVA?mjx!b$#ij5| zdZ8V%WC@Yv)f@1-ZZo%l{>L;NE+{Qb;_PBcy_3;0PA5kiAZXZWCUIW6*TC2Ginzhu zgH8X_*WlATZ`*ABLq_`5+tdDT8OsL`u^j!GXgK_%k@6i#j^l{(Hn?SqZI_@X6rT6C zP&8CC!|}AMck{JeWc`>{Ah%LYT<&5>_F|tYXjNTsg;5qX9w6AM6m;vXCI-v^c_LY%&c< zqaW1UT$((hjR+455l5R1DLq-$l06WIbmJWRc@MLU>WU^;1QA(~NE3RybhPC`n$_9sibRb2#ESF0<5=$Bg8kPk^`4z+-#i z^`rY*VLV+i22xduE9jvT-+NsRQs$6}jAZNJu0se2#^Nx?8%2ROS{0VxaUk?)CKM8e zJW1(ytneu=OP1hbxW1YPhBUZ+wb*<@6w*& zY}n{7#1|c#6ec?@wfA+BTytHkEs1bv(45@$_yVoGNxW#IDc*gF^$2mcVv5_h^Y%>3 zBZM` zonhg)HOGp^)J^Qr{`6asKmPNl2vjSrG4NUMsrmy^(d}ezBGKKv5xBuV{3Kb!X&Rhk zI3Ly>$Hl+J9xTf!wDh@)Ej@q8Ow}MfZW3Sf4@8K{IBxA#(nw0Bo3J$J`8%>j3fsS= zi~fU5uvxvI3lb-&SdTa zcrn8FX0OR_JWwe5MHR2y2N686VcZh}n9UUn_ae>I5Vf4fM~WjH&WJZ+2mX*LZx6@8 zNF;7D-LxQ_Xc-^5cp>s=C?bv;>$f(7#4g13<7XGIJfqPLgkIh2Fs`ltssQ|wfSlE^ zY*FlBO9m9s1xIc9}af$hPfIczG+Sis|rjXdPoTIeAMI@ zLY)@A!J=?*2coDCMqP_`J>+o6^6mX40jg6=ak}J!ggDcSuW>TV? z&w-*i!Y2;^ABP=o+ezcOOFmyRp>EpcV~8bZF8|?EWj9b@Wml%)ki!9sXRy{6wVhne zm9%41$yUvlaLvkJJmR<-cXvr7aXny6y~)}qcUNH4rldoa0)J-j;k~*sTOFR`Ys!C4 z&jq`FmycKxlv1;G5O?$3!UNp~GZd0{Jy@z&5VWHKTDmG}k3i426xxSMI zoC^S{n-SqYoV+H$L8`dVSN~lug|mnXH~6S&c1xPQt?J@p`RMy&3jSofAXtZxg4^i} z?XZF8&A$68(`!-MLlfrjy3X{4$|_#L1`tB|=jn9&dA`uUffnXtGy=^6tD&VLBwn-Js)!fNt@z%lcom{AqTe3sXE=8*lp_FjiROA1;Ik>k<#J zOZ)mdF#6}}lCi*G;2TaN&@I8xKF2g}b5{@BlApH?h)qTm%UBc#A}G!RZPS4Mmg8rk z)sTFpIkRMM>TVo~K2*X)hCgCMb>IcZ$K9T;SXDlt5bL6GbXM z4Z94VN;#ub?PMs*VeOy}7$Gtlqc4|xip{ULV3X!R`jJ@b@+J7HQ@0IrxMFOZr8Fsy z|CT{UTcB-Vkko&5Ums>XWhH%d6S^3JrpCYLG~iI^F!~u=C;a5tsgWr^d}sL2Pq+FX zL>OiBPbLSb+$)AGAA2l8H@t4-bdsPu!LLzE?<0it_|$vt#tj?kX@cF{$A5{k&>ygb zmI6?*3k{;~3LBILs@{AS?k$*)N99sLj60sboxbl?0mEDv^ zh=jb0DB@wt6OWm9oLp4@G3pm!Ejs_w9erp0(HH zWd4uI)v{Z1s^1@63%)$ZeH*R@D=Mb|V)$#D$!co@H!1hBgJWqE!rCq$Y1cgKhDy4~ zeMMy;`so?au^8dX#J#^P(`yf7^Gi`?6MWamL)Q1on{?NL2^`o0cT6L1DIsSJ_YpGa zfl0yJ><~X>PIlgXk9}VD3XpcAj*4}b4-ty%wnLXTI-d%I9XWpjGpQO05H{I*oalM@ z0S^`dSt%DA5r99o!)W#bJ@*@>K{VDx2~Q9Fj#1cP9{A@B&gpk8a2BpFRu*np%i$I5 za~Syn@VEJS_Ky_BtYuny2MWgPkI9qW{xW6b{gLl>l>Kp@G~YiFewL1#{=2aDYh^2x zIHcm~(H?i(D4ENA78`LGkSJpxvC5Tt=I-W!3PM7#G@Zc{=w=}2sAfJYZf{8!fbLVi z&rSHxMdNSN^_3$6Z`e+<}rS!+eQmFQlA?QVEmSEh#+OaAp8A)Kf4GS#knkh@*I+P6hz8Hn?Cdm{j>$Gr8k`qVg^5*D)_0>ysq!b?BVFi9AOu z7Ve~g-<3HnI9*4rC9!IuK*Lf|Z%`>h5cnH*Vi>oPARbmz9GvD~k-dA~EgDYc;>Erc z5b7k@))z}n22<$15PZc3kU<0C$oO5fB_CKsz#bIqf`5Y%Rrop3Jbj@X(P(ii+CkQn zG<8W7vh%9bP#gUryU;CKQuOUzO2xA^kgW`PIXyc;hi6eN7)nzjXSyKavt~6W=t}ZP zCYo-eaOH_Hn-lKf0R(6BUgssTJ@YI7)6og^YaFE4d8k}|lltxJ848CQgh$J3dloa} z)#MwdIO#XSC7HmZ!_M22im^shSKQOie(i19uaFXJaeK!(@fSK=F?Ex7EMa%2>^8GD zy1HaF4^|t#@68?vNFC`5Oal83YE}}Fxl{8WidK&xSsAUC;yhU_ zd%yyb>rC>=s_G)e|J2Gg)m-nB&#I^^LGrKV=zOe~xTAHNR>py+Vn-vq&%xN&`TneR6!!x?m;Gc{?B7aSz|tE;vPqq!hIoyIC!9F` z1mi=HwF!n|H1&4IRX2%E!LPd=pLT8dcEzKhm=z(i(1ZMvzvv-y*v8FSlIXkq_WP5w z03rVGKyfg(XO^NgBB|k23J;829W64%_rF&8zJ6x}XcX9YD0^^5O}O(ZEo{NlG23D& z@xtbXtT*Xwxdl~id8fmlG%?(vGi!SHifmEvH#8n*Uurw|Fc9swS-N`&(}$7v2$0I4 zZ$Z14k4@s0tu~>lai1GUAF^vTFE2@uz$?J}b^7J=T#(^*hx`wQp<3(U_YfCZ@;Vq8 ztU(7k3_%AOzw>RFO>ajMM~Tfjj58Xo4wYBG_EI`3aS{KZ zzg;wk-(WSIYAlIPZ1EFM+u%UyRcfAz}%x0feU(PFYse`gLqG_ zP=)bCr)TO z*IDPD{BP`{U$mx9O*_}MDQ$#Y(4HPpm;)m!a&}$oA5^t*T%Wk)#fZAeIuwOCKVJ15 z_!=5XxS{XPKKioRQRwv!!y$0Ia5mm0O2s0zC8daG36bpbR>~@T`*l_#S_6z182zEe zmBpHz;;v>bO<S;JM z_Bd>>XQw-7o#C_yd$t;{SvWO^$ra(``mwI42zz4v&3oO<#h8IxpzOs?#kYA>GBJN8 zh4V(ORfp$b^urcB-0oT;Kq>C#K3{xup?DZejxM0i zC(#ITX)czxM+d&v)Yd!U9KVRQ`OxHZax9brC`ool9j?lH={Ssi1sx4a62jHiuOG>e zNAqgI{w{3SI(H=IB5iI0)Pct~C*wAcFpm0YY+x)ha}s1uV5it+1LtTKi6BhPT@{XN z4Lh~t_eh@bF>!yBjM+ry3ISV>JCr<#LnVFbmJV%UT-aV%?LOTmY3kMI>*;vJ=@h{J z=sKNkFfsHLs(#z)q1Faj4eEp?`-3q=g$ie;j0&ZJtRB(W>Gx?TnGpWlHR^Yx>(Adu z5li_zbi@A;`vDZ(PWym+gPhm@$Ay>eXhQf1z(OQia{Lr5M67K}E)>__wkp~cX)TCx zHFesCtNZKrbAU@OqMfHzK{5lywHNKES4Quk=3hno1v&BTEf$M-cHZUe70Q&TFLoV} zvR5S>YQDef-c}Q1Ys7p_N{?B%S6>wDpcnCClBqCcfmv8RpdJKpvNPYls%)yCinewv zBTBc{MOKas>#oj|f(KtodSl3hci9rOh3;7-%z%?hFHlnPnh42&=8{H{WSEa~{;d(^ zpTFUGKOE;je?#0OI8nDVXm9`*|Bq0B^CXPb7%J!Ks6-zKags9L>XYt6Z)cCIS1An- zp@T9YZj=!hjc5OhM)4S2RM$|lZzvNFEfXf-&88Br2Km(!#j%Tqw;tLp|6_*v02=6T zD8CWxa(fQ0BM&fL48nOn6Ett<^|4J@Jtkn~)XJ2rLhOIC`AM14RDH9V#e`?_S;u=2 zxE^~s&_;Ak+$5tFR;hs39hG_%JN>~lJsw3c(kh{l+E#Z<0_d^_Avr4%&C&gJD|IiPIB6QXjvICpr5hlHKMBKjJ-E4asU>$C<#nHX(fLp->kH zn&ZqcMKe5N_qSGtXYaKP@y0zbvrg`CXL3fBy|sCYZtWneb}kwiP3Ub(hX@iIb^2ui9o*(J zc1rlqiKc^+_=FZ+eGv`wkd3kLq`^c}2y};~+7BCa$mBG`hNzr6#LDIQAI>6kQ^2~4 zkQuHx!Rrb*$Ji`=MtT3-?z++~m1W}iHRoBJTVTj+w%_SjZ6tPB%iEhjpC)@5uOB$` zU#FUC<0`QU^VdH}rI|S!cB=Zhg;6GqdT)84UV0R`!@Y7_{f1(<^a)&@1WlAojPw#+ zm`D$6<5&d4!(j<+)eQrTCAWLCOd|!H6$O+vKr3XD^x$)TcUu78pc7=(HDGo2@cJc3 z3Mcqs18{^!_`--}n80ZAv`#|sto^>;Ydv#$#lT6(Tfzr=Wr7dBuNH&&86IDO3JyaS zrCrWX+pyhHQt!thHa1ZTHnwFHHa52MwxK1YHo8x0xliit8wXm#IA5$wl3&*Pz+XO@ z0{y+8uhy)3kHNb3gO^dFHPbkP^y`H9q=k#B76b6&;YCiQ^q-PKFcl zMG-3RH&6BxxrJ)tzOrQRhoRGkQ_!hZbi+qs%CAVVjsXqLaBqwvVzTp(?ye-zBsy z(c&2pt9>$B+}nw>FVx14+|Kb+)_!sDW&smc!ur1MHZrF738(T@!(OpGuij0hJfLi- zJIDU5oA`X}EJCbmI7{)(PIlSCkH#k|t@38g)9JQf#y_`XRGSZ693DtC9J4zsFWt}} z`IRgwVwf1w&M6loL^>~)n#DzItzRvMOzCWdF%cpO=+2&nuxKW&%) zlycG=EhMe$K!RZ>t>QTL#9H!qq#M9Ib8Fn!HFO5f577e0Lp|7iHo!BmDYO|=50Ghd z#dU#}C(jY~GpzZENb427uyfVnG%Zi|4{n*Z_-iHqE5e0pR6$4&Yc>vco#7}zE-cSL ztyEa#dPlX2FVvQb3oqSwv#^p6t&iEb8mmpfQIAE|={XT>N@}7jmqN{(0sIv+uhU>< z=Dv;S^W=?Et1a~NuZoI79Su|I3C5wrOA9V*kDIvMjt^I4nd?>b*2mR!WD4x2{Sj^% zvz0nU@};tZ0|wj=X<8ygtZ1>XMgpoylD9=%zCW4QFW+ulGTPoNj@U)IjT5Qlm_ZOs zS0iDOrE>(813ACy>jpmA0oMAJA6)#hNu0csM{L;ZvbM*u{!m|3N+5o+Wby1xEx5bN ze{ZHAJ{ZVrVj6~Q0mvUecqOKvfE~oUka(T^BP`agwsX?#i$96^)y&Id?X+WQ)?Jr- zRmm+cGB@Kwk|%>pVmQt-HMdJNgoZQTG&di2DW)|y@eID7Vn=l_116vI>BVZJkM8j@ zzN)B}_)M|dx0i=nP?l?->l*d!T&0mGM)4yn$4p{WW-LKTEv6k^tytEvS)D^_+TPyH zpXkuBK$c+k2qdAIk@HA2B*ERn;@AvD~WYYKHda2jJ$Ve5ulad{6Kr z^O>Pj`d$gqLGH$Hb)aewsEjwT7EM2j+R%+BeV^AGg12Fv+b+GQ(ZcbW<{v{*G4-r$ zDKP>+^aqP_Z*_Pb0Gmm5F=r^PZ}2AIJbJ(EQBA&kax9{Qj)HW`#O#y#qsC<6C19?W zO_;#plj4<(Yb{b^zFdG?oQS0O_>yyUs}%leHolgO28jY3bWkjbpeFZYuF9y^cRv)A zX+*zG6Z_R&CRWxRFe#1P&2nsmd8%zhu9AFg#o|TipX!cn8-hbCEVEYBum5emU7!ww2s)ZnGO_#G+Q*~UEpw4F z#xh;((Y_GShKOaZ7(baMSn_GaJJ-G%&Z%DGX&;P$u2h;gcOHdB&nl1(wKUN?x>6tH z&Tmw12WkfWsunobH`%TvYn3NI{Th^b&Fp#LwWk?A!Dp#`YQx&daBv&xc5Pla<10@d z2KGRFUm#!!DSa0{N7~PqX#yOEEJct<#4TH^)&K*&vIGl?oVjJU6=n{X@J)=M;DVpp zFZBmEVbN{rCl$!vrg=D<#ZTIDl)-d>6F$J)Khc|;AR&5?+ckCDuU;b(-55TlwEuJi z@2H(3Q@J60zUMu$OsSTB?Uv^)hyQ9;ui(b7(#_zKt$DbgHW9NqZMV5&fw`8{)Q{Vu zAm9P;N9E9~pN;9`AE{HT6D%PCY4fR-kBP}@K1yqrpfPFMM=b7}aMR};$CYS98d=!o zEgpHU?sxO`{o_4^J_|q6Vc`*sw3@2$o^>caq!~PyYtkSJQ|5|Xi7zXohevu*Lv9uKZ+`nF#9PoH6;r<0QtDJ-#D@sN27Lc4=I8lKH7L0_c|# z#xR103Y5nzTO%q8OtkSVBdWNES$V=f)z#aGs@mZG&1Uc0({`FEerQ?DG^v$bj?W|v z#Op1lNXV-v3CyZY%Fy0d>{h~%o}3`4b?7J7wEb-x$C3l1Y^(kPd&^e-E=LQiDQpl29o z=TZR@k~wYI@sNWjH?7SP?ho(WF{FoFt~LGV)cP?_O6R|5Ou!Bu#lRusLjp_k$2)UW z&<=ahe$HtFM0HgKTlvBv!jLnEx}Da4naX+cmP4$d?(roZA~d`&dgeVdRW0HnaGSKs z;W1X=2{}?)vU?PMz@15~+R!6xfZ*-<^R_c=B)7v{iMVrL8|#{b%+`b_0W;AQz`<)g zd3TGxl&w2^eI$GGfgYycP_05UnKf07axbNTkDCHSUhRsEFT#?6_#D#nQX)Z;jH zqpETbS4fSHU<4aYzlre_3zu26Lwm-Sd9)j6_wTuNrBC}u4q9?8#}cZX?lNV$-?tbt zKx#N{KF}~$!GG|*hadOY{}c!V&fY4P2y2;jKh9fks8_A=d8=*!z>Adx0?}F~9^5r= zSTdb7W-;Kn@s*kOH9+j;5r0&|%&FH=uYYcB^G@Vuv#^m2{NdGb=kj?=pd#DkWXd{~ zPl_YIt3x7b>J=m3p#h(X>?j^=I2@|~zTZ-3H^}%Ba!GZ=hAgw>)^$o!0Qbl5E<wMdhM~lj&LV0v}&PGm~&JlIQ4si>65r=6pcG(JV*^mw|5jGMYMah@et)p}6_QO0!;B@&h~L7l(1a z?CR_&D{+UENh68~P<`w;sH33#o zdWh)i2--L%Xg23s9|0TdSFO;@NQZ!2`znGCMXkZP?Ni29d1j*_!6-+)5Kwt$7Rg0u zYAg!^kPjEcY{RXEfDaS%xbh$g#G01K3qUacrLhCLVX7L)n;jjYAWC+l6WvKCpC-P> zMDU;3thGfAF$Vi zL;loVRb?n{aU6jyWiB1O#p0f-Sa;5ze|f;+?-6U0rLb4Vde zAuuEPOcO$?KlmfXt*07VGNPYrQu$Gl|9lOt!*cbpY5*tX3(3zdq`bL69mErQ_TcRC zP8K8tI&Er)9(p2xas3AHg#h40W;k>hU6Qm4I=LT|WYx|1Mcct351>!T zrVGtP_RzNo4;oA5B3){b{Bus;i`1@@Mb}YG_bIp3=q|mYSMj<Q z?yOVUtKooM;J432`zCdA_S%9mWX>I*sfzqxtCu~>6(-f2cdsEaE1GPL({tBw_fE%J z_OiHl5Cn&-i{L@OLW!j;wZ4Q?U=i`@uDja}^Wuf9){W=-vvR)=mlViDIFecQ*YTJ! z3#$bxFoW2vxyj8e+H5TuyS?h1+pM#ld()r@6a-=)H5NMT)S5fe>Z)%`ho>-0tr+%K z7Of*)-%Bw8 z$Tu4nt>Jxcb|bTFU)W#0Uq=_Rh-lxO zo=vIb4;_UGQDGRzk-ozV{hAG-_U2Dpfc+|6^t|9

>z^U#FY>4cOy4e&&(IZ}LNC z-lEk1UB4)Jrc7~=IS()Js2)?xN*bh3g|uW~fumTWeZ>s-M1F?fF?BRPSHXAgmS2m; zVXp~T*}n~dS0EUp0j=AQjE6UI{x;MK*jYv&>EH7b`6iJ*u1lgCzSY%P-Pm4W(--&N@jd+=X?a`sx>Bg4WVS2$y9X&lc+8F^?kE|L~IeGFL)6A}9R+!6nm>r0|zB zbySAqjE_jl4HMYt>hX4aG!Ib@Lgf~O zoV`$8FYV6s%)hDx_SNO0-5*_-VU)?JGq~$t_w zQT|aFy)fa^ukv&ZKmMD<1aVB7sjYuL+ag>@R8e~b@Xkd(^}JF#(1YR`E%7;V|HCCp z8p#dKhnmOIqhh=B1!_KbLniwmnpzqwIv^GwuU>?cKy|71b3$-QUGp!z?9av*VB}|aU{6p`x_11dGsdH_)4)% z04)#@l!&TRs(er*QC^U-U_hdu;cmB45PGm(FCP>=W;M`s2>dBIQh$_60;w5%y^&wH zprC5y`bY7rjO_1cFQIQZ9R;jd=C4cZUI|V~1zf)QsyXe)3 zv?Vut+KpjAoXCK(M&JfMSuT6u+pN6b1rhuQvo#$&>T{KZp~E-S%P|cvqdF2^Y6DA zsbF4_Z%p||tUngV;RvV`JgVLcMZmb?SOwH+QMcFQR0Y(z*(S)YH@mqqhKh0PrK%K4 zUui8Jpn$mX)kV8ZGH*+tDLiwU`9qNT_qo!#_=erMDgkvCU}b63`5?E{3TWwI8;o&u zv;E5}-I$l37 zCDo+;R@#cJL@mcCs&$Q+=0hc)Iz2NcCzsw}x!YdYd+uglHa5ieu5fbJ^j)_v{=&rg zM8?=fq7I;7{TG*l!{gWg<^;-dy`a@D2Vp1D@?@reN6 zP=sAA2q)^_>5gf)<;sG1d`5c!XA$6;Y;$M08f$*}Dmc3s0~X_uz$Z5WtNF^4i zYC1hK@#7M`*ew1 zvjsfoyB-naPgXtTnFSJ{MZ|8GDjx%hKS?9}U{Qc|7QVAq?A2(0a2v|I3ebM;X$XY- zcJ4du3vVN_1p4+`^cp+k`UQqe>(^()5Ws#hW-yua+HNy`#Tfo!6%xA0}HxCrxkDrH%e`xVG7E8!wuc?85x zuh-G)b_wJ!hoUyurzv=ha#fO>8UE!SBMSr0_Bu8Y6 zM6~bQ5oK`-3tt#-qp0IS2gJgQ!^~FVgiqOGo_h;&k zj^D+Q=8w606p&b!kqT<}qGZ*=!+a}>WP_4PVhU@lD^vhnMG0yud__DC#rSZA?#ETw z?fw9$XR;U@M-*OewVPkcD~>lu)Jb{F)ouO#^Q_YTOeCB}ZY)i73xc3}dvsP9`{OI^ zjlO6v*h7L3R$Q{!&ftDX_DPEO*DDRXRoac5fYK6V1*N5R3m}SFB@G7c%e+XACmyPP zPJOLn%?@11j?t*Bra(?jR5YI}3ypt~aenwup~~)tF}lLT8viUuaq-e$FW)|fmWfdk z_Oi|Wt^m)vFr4XbmfWeFTY-wjnIoAn;g)ewUix>kd8Oy#Cq^i8rT? z%6_8NyhENJlZhG5JS)>}ty1@PaG63Mw)q(dZr*RjCjgsAqVR@adf#gvfH=SOZ*~s% zjVt~#8i@0i%qts5G}@4nClEKMtXjl=@c6Hu<+CkoTmYUBEGKQ^lU`h0ki|w zZ`)nekT-Na@-2ITd0NTHkb8m3W|x0?3B9De>os(o%|=k#HP^uAe-foct}Qe(Ix-S0 za#Gwkk0!l)ZfjrQ8*fBc#Kw&sIA+-8_JyVl2Ft?VLC*LsuJa(|YN0A?Q%;&*xRkd&jN9+-lVk zPX>%}$k%>)LdBp9a+HVZb903RFM1=K-PhG3<#6RUc`zwVSj2WRUXN3znkf};wkD>a z`c&{R(oJ7#-We*dIrN@h1xTvZ4`vKLrD*dX(JBJMr06gzqm3oE&~H&vq)MUpvkBm88ea zYr#dH&V&vgObW2_nNzx6QZ1M{r5ZxnKYeJxZEdxya+r`u*FNR`q?lyoajaCZM+bYaEK@M&~EXHcEM|olZ$|`q5h4I z{a1|n)4V^==;;3{%j1*#B#CK+YF=oN7N?T(6)cJ+o)?ojQ)fgizZE01Lq@GOe28am zvsBaj&EK+)BIqHrdFlKVotkE+MaNx1S@P(beZ2&x`R4K!KGqSSQLjT0m=s!_aJkA4 znhc(~Y}J@d1b$^JN-uVdC02k|c%Fw>y%R}pG36mqgy`3)6n#+?rGC* zqlgoBKIDF&TXx03$l`jI23?BYMJti8PYU0+x7)5&W=JdZ?Q3Uns>QqN{WxUgBy28z z#djlIvsTI84?cu%Qs2f^y-!kZE!fz;^4^MMPkAe-w8TB!ib&U9k7FHk83#o7trT9^ zV8h6$KRbo_q_6lf@NLKwG6jto+*g&hhmk!!rfOXA(ARrRaZodm^zr(FMDZWF&rOXl z7SWEW30Qh~%c`vg)pFqkw`)-coT|6e*O{nNzTH5R5Sno^E5zT<7V=E_E>3}p}C9{MTeQbUm`!UYEPPrM(jEz82MoP)@QpX|MCLAr*|9F zXO>B{wxD2#vq%BUc=0b6?a#A3bT(O{AlEhce!e71`BX^qSvkFbx#(;ssGK`mM6>A~ z)*riXq&l2&^mnkg1xU%n!=KGfY4{SDqv_|7WYZkEFE;e*Lke8x`o@V!5y;mK!?xeF zLU3Y=$KsAzU5Y-Z6_jnrtD&%5?UaMf-SiqLkM2h}ABP@Y&zM(kCZ&~Yofb$$cCU%T zTeWIN+QP5L;0w4CCRU1ym@#jqs2WPg`M#6O91posU?#hw0G0`rHr^f~FF+1h=(_DK z;}M&=TKMDFj#Iz5RoyY-S~JUcPW6QhqeW_9hV!-|?_8L4;nN%!ZsW5|^3S+b7nfF@ zR!!fwYdZ`IBL}d1P4>Mf-?f(Bkkj?2N`|K-Sdrk^C7z(Um#8V)_S8LB+?F7poDO!@ zL=C4YOeuc^2Mn9jDaT71E3N&8`QD41ZTVrzwrjZu!w-zxPwe5(6g45EncHLas) zx~oWPg7`$xAG5TO=t3v_Ztro>cYLA49Jb^h2`HWXDKMf_S*)s|w!4oz8n6{`JDpL= zI#M5zf3|*H8tvXD9Now%ElHV0->RqWlb4kiG zx<`jFf9hw1Jj%7OpZ_3zG4%pJxqJ!T{~j*%bgN$rURj;n+e@oC-QrH-cT&99aW?`c z`ipxSSw`+M%vlmD#8*>nLNmq!=UW!ynMxPLCtIGSUVPZ1tml^#=Lp!L0A=cba`A!3 zjvv8_mk+!Zx*vXka)oxZ8AC6#iZyE>>I*K>{`IMjE$uN^!CXD==%Q(Ny(yDN8KR`m zlk}17J0-tnTcVd9VK&AC^={t~Ja{xN84Po$6A zwdc6^6f?KfX|-?0q8+0V@0%|E5jX$KP3$!Wn+oGv<7<+2uj_R*dL>6<`E#uoLOHT$ z25eF0b>pt?8K`Zfx@*v;B@enSwArnR#|?awQLr92??n({k^>Tu5(T!)x8SYef0~$1 zaqs{pq`kbbLNJWs5}D94%aIzycVHDIAk~O{yH?8p*{gG1x_#=$^JP$%fPypzNpxLT zqpBU7HBdzd^2>ggLX*R8!_;;;(F3s$iN6dH`6Fx1KIE7G9#J{$@x^d^TaqMs2purueenJz2~xrQFY_dKmETVzya9oE+Kt@38u2`=Qu2 zv6d7@0=v;d$-ycs9^@0X^eLh(y?P(FO}*t*Q`M-jSf*;lso&1wa}mLYY8^J87h721 z1=D79Ywaz;Ch$ncN&~p4T_CfiWR1t?iWZ{$Xpc1Ia8}~(4SI6w)AT{_Jd;fDV;jPvaL`PFCOBV7%e#AYO!!}~jhg&5~zX&qV!_MawBJSU? zGqyzh->&S(U33J#0cqslyiZy=?j?WNoDs$&U z2=Qw>xqG1h?JQqUZU2fm!o&04;)y1>W+#Z(+z13g1o3lf-ks%gmjkm~zNDRM4=GRS zOn$5(mRaH(!r#mU9rt$+r9lIPEvl4$NWO zZYm-hq|1;?G*Nxvb;>)!IpLRP6bb*W$R1D}EK)~Zo8RK;-Sd;pMM;a2Wan6vHq5i< ztLTNPGQRr7gSb>+TII3eu6!Rd6D~tZ|&MswE}aks%?lkC#_$E z@)OG)q!gF|ZY={TCn%2OK8lvEMzA$d2?5Cdp%)$+gQP<2b67;U9fS%xrm5=8MVeQ;j`l(n^;NqI|-3yxt^-95b0>Mdus%!uH-ul=H1W zI3~U_33jkk*Rm9gfGq(zQ@JlUJ9%vv|CzHQ2oW6a?mv1)GbS7uU+M2n058Ux7~gNy zC8soBEu|9vKDBOuNi;;)@SiE0N?=%C+5H@Q_#NmEG()Y3n#kaC7-JBdzeV|77W)v& zG)^TbyMu?Wg_jAVqPWmzF@@f&UGpey>q zMW09Wa?Ujp7*hPw!aqmv2t+Xj4XN)V^Q|82d2H&NUvWovdZo%cWFN7%O>RzM>F#wd z#F<9F^<$_BL3w)^w(zrV9F=%Ic{8yyIc(!&wf~&9slRZJ?)zOJQGWN96Z*jo5S58F z(KT^*q4cAzaBF4^i>9u>X2pq|3Z}?{ZXQQq_wjP+c-`Mq`sabZgc>`7%&}3|Z9U6^ zNX0{qU?=HWxy6Z6hu?P63^e|}u}wqmT8w6M8q> zQ$nnA?I>isY&$*QuXtSEv=)e7B$=72{B798DTLy-9PIIM(s7J1>L>JL?Dc;IbFgWA zNAhdXsY_+us!j_qJTNIaI2701sBerfn1Z8ny*;4NJ{f{TY;(zMopvn6w(nrl-+ON? zajKdwYLB5)8>tWc@$uI&|4Jzt%XQ9#2pRgW6?{J`*t>27t?`1!ffpgZ98C5n`x9-{ zWv$qh#O3c2MLzjx-~aFF1oEaceR1uvXKQ@$SH|T|!F=U~B5{kA#r*zOLU|b5?>Q(LqO}g1Fr2m*c3u(&ncmB3h{dn2xJ2r28HG4r7>E{A4#XW+YPDE z#NH2f2W0yZVMLa+HHLRz$V+ivnOvHOt~SyI6yMHitrGxNJd$898Gjs`4Et~%;v5CJ z%Cw6KSg)i&Fd)f6qwGKX2QU`0i~m)tc~OFtl#Xz22KnSShLFv8Sf04*q|P<1s2Yh& zF_t}Im@M$UyOqeRW=6$ppO?&ju@uvuVWLye$&^>5$$0}8%`|f{o0M^iVR<@2+w`3@ zKE7_e>DH@qjaEI$4Ta(a>3OqHB^QnZM#s0!!%h7KsN}c|ZuD}rzXRqgD|@LsV$}9E zGC9nwnDf_j`*{`D1T!vKF4N(EQNGi7JS8mA`9-;nWBcp5OGN^OmvJ?$xqKjvn9e2n zb5iY0Ku#H_xKd+sNUfgo0#QQ{p+-`jhtbvGap(Sr+4!c;eZtYyT4#8qBjj?wYk?1~ zpk9)_SEaY{rZx`jCV@wd;W&efn$p{=f|bCBpihppXvsw?VP?W~!Ig!qCG~RqnqR(LToRhDehzpfJ^iKfATlbd#Oi52a|<=sOVz&-9{kOd zhXYDHg51T5JLzAjNL1Yv+$ip#u;#0peWOdBjQ9X$F?J_eDmwsu?k&3l!=7qwAU%0} zdGn0gGunBUMvuuo3N(8K3+l=W;Dfap`G z`3#L&j37z?rF0kq4yWNaTS}xN@=SHW_&?e*OA5f+0M6c}vuWW!Ku6 z_PtkgEcl~tl(5xGGar_iGBwy$z7oA0?3#_lbbzMmwMsaxTZ>xR*`n7WJb`Fq5@u#& z?0ee6p9U`H{*n+O0R_yH{8(n;)^8^)zYq@<72um~mk`1!^L}>$vBJ(>Y*#kjW z>$BO~CE+c!T@wk>>mzsK*9&;ppebwjEHi^uWc6Vi#sxp}`O)&#+wHbFFY6l1Q8&lh zxah{nuZeNKdCd1tk4m>czC-eS{b}X}MjH8U^FqB%Sjjawp(7;1K0NM(J~f%qb-Hl` z2@e>g7rV*BzCU1-OD_Y37@fwft36V)O@-i4_ zF*6uW6%nMJ-9J5Qga1C`do=3^5^cw2K2Ep3w_ zVhO#!y-^-nH#jzlEW>6lb?EcJ8lKgSkzj_59`Wh{p?$P4~=#2bw>~tF-rCV@{0}gc;gp=hoBY zM~~!v=YpGi}Tyi;vzWwk=k~-pXPZx@!xYfh5;;vwe4eH7J%jRF-zuWb% zw-3G8`0*k77;K>TjN*nw({itTFDUMKV@e9%ik|fA1E_5^JUfR`{j*e?*NS@PZNa7b zC7y}5x1xrICtnD3Jj8@tUF(D*4HA?vTqk3whb~8E|L|rBO(9Pr)Q#Q#HDL@;ZRT%3rp9yhXMseAMi|v&3hmy7 zCHl(4b-DhhCM&|c657v@deXKh(vBNtwES6sZu}e&1W%wtN z_v<-1ky^f1q$@Cz;^yWU)p!*=wjMXAK#8F5mvid(^3kaGuS}g@C(O<)i4q9k|N83* zAN#qTwaM&Su{m&s4bKANE8gkUBxy%;g8u(6&@$yJr!L`IL?`yY?cB0RjA-8VTC$~(HD<#d9v_ItA(b2!W-R4E?947&|LX0OioT;`L|ltJFv;I~*8aCc2z zN%@9>D7OMeMWOx~Jk$N#hzX6E*LpSMnbvX`f{mAR;Z_bQ93m;@&jPue<`OH`u|ebl z%0Q)t6a!AUuo|~o8LIojcfq5JV2qi0?n@Q3%P+2r=-tZK%)DbM2wtkf>rhksw!D$~ zTnfO8ToGGOBxCK!pP3KtZH;=_M)x(v{vjgkGfAM?gTj(n1f2 z^xk{#5I}nG(jlQk2qa&8-*e{t=KCu%nat#wWbWDf-fOLEKS6Z94i?~E{*R06$B6(^ zbH|M%1{c^)mAAeD$7(U_<6@qI zd3S)n869+8=&uL#2^YM(+C={=Ot?J6xX}`7fK==M&0oGkzu7Py^9nt{by#gXOj&MK z^5Vr3X4~=SFHZ1IQ84pZStrBpG?gCy0g=V~kulx|8*Mi}XLdV~W}%RhAwi_VVjxyH z2b#GiQe0)90aq^&57HD;?Ijx13*KIbwp7Kz5p^1;xg~?wAntgxpB^uqEVN{1X~av+QkRJzWwu4 zow9o$g(R|OE4Y0R`Kn))u(s%|KV-XFD;n3}#lIn$`8hL;>>@U6HEN6qmC(HP|?rg};!9;e(rCk!G zIeLdP_RpIeBLW=u^D3#_UmWQ#yRZu+#L2C!tK-HXL;>Pq@4@OI0Rhw-yx(C9-^ z=Kgx^cPBjmnTJvz;@eK2>|kdxJpV{8p$9l4p^6&~Z!(1KvLwFwhbhQQJ`zi~HQ|PS zJdu)j+>AWIM-v;5SZN$RiU9L+w@23pk0$68EPb%Pv@8XZZ(;F;MDfM0q(+3d_ps`{ zXUyAB$vdDN`h{(CCyTrPTG*|i1LFQ-?=AABLme!@9Lo>B492#w1)4dXJ(soSKTw3e zcZ`@F49Zl*`Wdj%g54tPB2lqXyBDZnrlUZ0B%+xPc}l&8%t|jX%9EoJ3HAAU{5dz~ zG*@^9C=ABNZl@&O!_>j%99X*alwg z|JFZBdGV6u%&q&oP<&1yKbv2pDYqYizmtCZlA}2en#GI!@HOsNjwHN*hK=GA@4xAp z-F{+WS0M9@OuJ`ZyEpu`twK3oKUUAd_!Nn_*j&NjDj7|wM$ubwiI=L9%hf_(ySXXS zerxirv0S%*1c_SjNysbJt?NBuddDQ_!d|$!lv}IRFwU<9i>A`cA>gb6HTDG2(;DTTv4t^^B;DXWcb8hL0#e&sX@S$UBW7eTHU9HTZ14rrcENL?uS@@~&^iCXby&!pUV*En679-4^9L?? zfsok24XHEd_A@hJVqWg*gkECWD$M=Pypv*?(@K!xe*h`YDpvLb-|QP$6#XX)>CyAu zz}d5XjW`eZuQrdNwp-C;`mJ7;jD+P+zs#hYZmwVExX#`C4}gQf<);^pifYI|h|0nJ z$(N{r)0gQ-liCRbBWHhk`+6h1#P5sMaO`z8# z$vh*tYJKH-kR+DPk=200qXE;a{~obls%iIl$9fc+`1Ce**?XM=?-}Iy@0TvSb_GOj zhBFU%O$Qs#%huB?`nHq^Fm?FcL(ngpT{p%I6@L(*4={k3~6mS`=Q%~{uNLCm|skLaWS9vtYd5)6dJqIsC{~kp51JsA1=~(uigwS;}$hz z1Fg(1mi6H9f{~(s25d@wkzed)8;`J~pTDif{~>)`G}eXyf^>Dv>dTE)j)I@lt@egC z@yHsU=aZNHYI^|Hl+{ODWVqyY|7to-bCkr>B}TipS58=ddHwn<>nEZY1f!SL3U3tG zbed)qO;lf5HfrS#E_#_^THq_RF1dN{SUs=mCOpy9XEM#P*~ER5yZ4rzdGO-15Niqj zqEQsH2k){F(32nG>noMh0?>P0L<-Mi?v&`T{Qf|boIYz?3$TUV2k|?s)#nr`>{`on z`4HI)%ctvhZ;#CI20MJ57uk#)^0t|q8!vDO>nm7F)OT?>h2<%6B^eNMSKSe_-zawJ zMs}L)QMTcinXH+Hj4?x5CuVR-mOfwF-{9Jaok?8-e)$K6d2?m=v4{xw!{dUxu@Ktb zLVCuan`j-?f(>5hIU1)8san^H5O3n`)lP1cOOms7ZraG(%&ESDCj1LYYmah#$~v$^pl>li%(Ha{*xY};NIQKo?4EVo?7gmIWLrQY#kcyi>Z6MgH5zZ ze3j@FJ-d5F&C-RjOv@xblKpQDJvfeMa6zV5*_ix~1#XQVxUn$P)thE-j78yLi)d3? zTlVu!=6|lxZ2Cpd>+(;r2b9?6)&OprAhfbav*xuGFrZ)<1;yL`i*?;Za;_xy+aF^H zZeuTHMhf`j+j8z>T{j@p#2yIg7&Eqpf{#Sft+y)bM68LhhxBEKmP*n|We}n$(w7n8 z{ce>QP-^i!3uvz6o#*6Wud>*G9H<4?H@G*Nt$`K#Wvv-&y)R4HLjIeQNbiex5-M$z z{{N+Z(y8#>>q8gb8(t?P0!t+E2>u<>zaXdtkIio~MrH%&4R3P2q^b*4Lp03P?6$Eh_79 zbaBM_BLOFuSd&?b6sl{ac>Y)Kfz)gTbMW;PmPlRJra%kfPe_n#DnCi{)iB8FmqXipxFV>#ssFZ9XComPIZrdR7r<( z%)?K^Qi`((I(N)_OgCvUDN9Z8+_~_Nf5m1npmu_=k|a&c&bp}s}ampnEPFWAhbg-EPFjv6|28hwBgIKb-OoPCp| zg5Vqoq>oSh__LW1HB;C6-w07i2My)?X^FH?l~5s^?elB2gJ|DmPpQR3XpjsWJs|Xq z&}G6>$(OTCi&;*>k$Q@*`Q*ue`rI0UC{Hfmd6C5bVK`txr;WEtC&PwNy1_J`7Xf|! zga?sIvL`ZJ7?xk@@3?_2_f1+@vcK5KyT88!p3GXOtByUSC`kQm-eXtbbE6TtbQykt z7pVEZ?dyMY?gME&{=lK0tZqGcR2vr?tT2x;!8*4Uz+Pg6&4!Qu&$$g^e2sX8Io19b zbpKX%9@@yHReb#s&RVM$Q|pBzTAax6AM5snC0P-luLbU?z`f93qhF+J|8njVTy2-m zM!KWCSgbe?p9?=87;KC6sa_#6-o-69$piQ4|E9NZyJ~y)jcB?2{)oYPaZ1DR?e`>M zELMX?6)p8ouCjeBf5R*Fn8E~I{0j6o-;f=tj=H8lDAODuku0Y*I3kr8Gw< zW}mE4yfZR^E~4 zN&&yW+v!cn$-lr@c0_Q?M81+L97KYf4v8Ljn_>{{j}BeSd?4XP|a|kGK z^k+}K0fLrRz2fuJK`uU_^E{l(H0!DCd(m=DRKuD7Aw}l9W!ViZ_EtLnKi%$_^kS0? zb5D_K^N3Hhgbppf`{8_F-!j~r=C_1idpFP61{Ey1)$MSOowI>LxLmEJ12y7$m>v_U^s8l9+=u~O{ucW}dEau+A=whO<*D`CmUY!N+Y@2$7acC=6#Uw^la=5XWCN4B&|q;%M-tl$}(ClHCIL)Q(r!;}yB##r#T?gM+%wsS+W!O!x2 z#s>7*;=mJy!{m z9@QE`uk5>*Mm941(%%4HmED;X6>yg+?&I^TC`v=O`Ar=r0fe%;{mR=1W=202d*k8R zXX`C(HV+!TsTP^c_CcF<`~*n;Y34SiOa}bo@k$8o12MPP&1Yl4WwIGd04I)npOJV@ z4wiClYShdUQ@BHtQQ@4{Yh3q*H!(hSvsTII}tozby5}i=bM8L zIrqz*RBT(#@*@37mc7Mgsg-i1L^^GuKT=zhmXY-{_)sq4jm%MD&H~|HY8IE&YKK(n z!0DIj6XKY-bU!B`Me|$U+6-I?O08+bdno}=y9?UeV`w@fmt3`MMCIJ7V+Wuo{)!bg6B@LDenxymdJl@ zU}H%&zFjkywm)}&4|jsyQ=VYHSfj})N5jU+h+RD=#R2qVmx;zNW2$ddM}k$kNRZP^ zHzfbLg6T5mBK+wuZr|+UoZ_PHxb^$5`nm?juK)J4e;@fk>X`S&ewIB9HeO_&ZD-hXgFdkgZ**;M^O+l z0d91|7^G98<;%W;c8ITDVDDh!KAS@ZAs)<~{{vvaPDyHPJ?oXfAqp8T$xrXzX3JR{ zNqTWqy#7aEm{VGtXsNX!`RA*yu7s|!qS6%}kJ?=G<6FAX1z~-hJd&K2f5xL5;P0?Z z#4&#_5j7UsmM8x(DVy&w#lRf@oqsV0=!EN8D6HhJpLvFGv?P~Ef|09j{)HC6*xGgR ztexI3IWe|0CG1C9Q0V6PHC4L;Yr?#eKAcMB-@ja%8cImAWKB* zEByaJQobU-bz#}X%8NK&yGTheVQHxi6INQVMgx1YUe5}dYqT5-hG<)km|;2!(-WM6 z^Zo)2byeBFB(-8bes$TQ--2C zNWqJPygY3n5r*(%9re6K@+&Cs!M|Afd^>>%wz9=&elYS2jBfUf?XXLKC7z>-dhK1F zV|pyd>SgJ1rBNl_t2K7YD%00Y>dpt4zcJ7?vmTAyUoD$#@lHhE&Z+gN*W9r*9G%=g zm6yguv`WvNTsG_=PRFkF*Fl1k0N2{P0mpsIT^S(Xue3J?m`H;O&+*4VGHc~B<<&;g#bav~Vu`?4>7xawN0VJ5zSJ@aL*0Yt5VHh9e zO35rn>jHyCQlSaAG0lGc0ZOYNiSaUYodo2b=*18xQJ5Lb z^6j8ec+s!7YcX4W(>hteKITrBHD#Ck7^aibZc$$f3UW8-!N?GAbMUoY-E|D&9PKWIbD1+l zFl&Ak_wbD71{%=8eIY{sqdQ9K1Bc?0VnVULA}vQlzc(5T^bn%+fbm^eFKOA&Xwt+% z?U6p!hYA`TQ{~+=vf#Uk_!X1ws$>eB95of@#&RZdW?|)%cX#^|8?|S8t{IBCI~(by z&#~+5_P2W!i1aCoCPnzKv1*A{-Cj3n^5}`t%X~5@Uqiu(d!VxK4gbvhil^yUWQ;@j zbUd!>F#>Ra_4w0N81cYkaj;Gy8U2|&_b5C<`KAN0{xU$#b)EPX?UnWTZ!-F;v(2;q z>vsjoOOBGJMk*dizt=OJR&%mPZ- zv)wr=+K8f=J>;H36^sW;%YFqNw=btR;BV+W#-koBFbeX;K29_6!8cktI`KL9eXeDx@&()>ZQEBc_d@eIcyS-I zxqYWCJ1&?>y!u`#X3}$}B*Y_rWpQB4jQ205 zePPo{PHFl{ug(yZ5*ydj1BEL6%H7&Zyh!BAb*NRw-0Xr);imXsWf~i1MU$L5FBz6c`$bDQhuoa2ugaQ_q!hv>BC`PV&4zHkxtBxJ>-h**2Hby77Xm_5W@A>Bfq}A zUA2Am;;O_TZLy=j<>?+~`{^FOj!1)W{X*({N%YFlqwpX601dV9X~Uf89nQtZqhSU< zZ3U()!}enjqgM_`2?lch$ffsI+nC!H+)sj3XqD9LqEswLa-05IINrpQ zCnsvV>{AdR{>2qlwbm>X@|QU$174_cG|{&_IovaTU4}1y0s<=eki*pj&Iu3QR{+v;&?g)I9Rq&q8)r9=78rt`M_zmEFN zg@c0_%rPfw4IPz^XhS|m3(@y?1%aMiwiROk*_T+Z0$L*jd2a|4SG`GndOqgLXTwrD^WYq!tXyF>dwY4_M;jsjNq_Gq_eC`J}0X z)#-bSebpq}TBW~bYS?(PsK9xadxUsfk>hx>Ju1J!@7y`fJuv%CorVCQKwYKii$*`aq*rYDM4#al$d2fQpkkL>^LTt)C-FT%cx>%4uAm8KG0*OURz* z#sVdu$ahOdG$)addTqjA3QYUPE5^kY*+!phGC6M z*YAE^6qx>!2A4nPF%NQRP(%bB6%($gjrep?#h(1zK2^ffn|*zU+Dmzuq+JIGV9`>d zV~=;*n`nUtwjfL1ylkY%7;B5++IRatL94jcl@oWt`8X|1)%SJF&3R7(vcG9#{gx~d zR-^(6Wm+sZOQaT<AzURA-4hZ;9h$akDtb!SzE5U{@6x@s@WR0i%L zod6n{86Nu7{#)Vc%dn%4^=SkJfqrCC4~{g8EthMPrek25HD6=g2sa&r2raLNzCLL$ z^Ed5d#9sIxZCBJpj^Sk)?#{@xhD+H}QYhS>TzhkUEdXAZqOZH74um)ea61kh*1gwR zV2|v+oz6l%A}(fAtIPJ8G29;k4F$CU2 zv5c;Eec0&Hl4F?wJfj>`r5F;2vPD*I`SA*I2}i=yz07o(lfS{2c1V>z6TQ<3r@)ga z;`lrrIZq>$@H(zR-P~_)Wox3-*T=wC*`W4i6^9FQTr3sJx4(Q)&%}HDr0PX+!$#I0 ztXP$FN@mg%2Ez&UF=QrZ;bSinv_A=tvrODS3LBEAGn@7U=Hvcuo+s(>^{_jjPw8Rv zon4(qQGrP+MDjMgOA5){(ZIl=izp1{;}xh?JQA$K`MYC(DnD z3OS(9e2&aNQHa}1s)Owi@5bPbRjHM<4iZyjiK%JXmVIQAVTuWg`0Mg)Ecksz(2`5n zpX}Mo)aMWgmzOpPL9!5}tem9^_pS8t6hy>N2pM6cPV5g!t9CA;>jjar$Y_H#jDP z{5JoFmE9?RgLU$+`^v~AnA3(dD~+sB`cEi#8*Sb%Vtz6D5c|~N<-nUmCavf~shQTX zS{|8%(_Ugt-}g?7>7LS7JObV^hl&WytM{B&H@%MW7qXv@fmP8=Mc^*7(TnVpKxwLo zwgq6h&3Kkob~_z=8f0vle?UcbG<8boM;V*#9)G9GZ%%BqoT-0O=% zZv|jO!qu$7w|f;sg3?;S_}+%iG(DTiI*;8EkUh_nqZ?tm*6WJ9n}>+myc)G9m0E6V zwIF90t%EFjYcmPT4>f$A2%S&RZS%dQ=v${yLnf^;UX=;!9-OL5(3P3gs)xy(vJVm0 zPzI0g5r$dTrny&pe})M8XtUl8f|&Sd3vmkkM1Dts7rUt!FbOdil|3${Zp~)3K=T_F z@9rPaHrT~>VI>Z@p5S`duMi*7|E?q08`8Pv9M+?c%t5sBDR$GjIq2F1{6@Jy5 zI~IOdBCcG7uj6p&rX)=S?NTOq*BX02p?)?5%jpwX27Rk*T~vT@`f5`HPxTFgQ}oyI zYz3F-Ov{XO6vjnk^E*#<{l8-Zv)t=g38w4i)sG{Xghp9TjF4810+-32@oZJB{oFHk zBVPG_&TCX2Ap%vq!8TQKnp01F@_sxsYu=Wz?9&@_s=4xzI-nhfhYE(s@QX=?TgxuX zU293or?&c)=eB0@B^PA?d1~vSXn)IzAF+^}Z}JLLMO<=;M7Ov5<*V$;sROWZ;}$>N zjO~zliOCxe^%4ust8m&?kU!eUxf&9$E$x>3>w>_5u;HjV>mqbXys&8Mlh1pru84}J zkXf4AQD_a`Kz2ydMuv!fS;#zu_;-G#W!9s=@iWfLn?}xmDO~qXA$ou|3wI4p zv0fWN&3@XE!vZwjtoz(sjCFABg4C* zb?aZXpWnUjI5!9}3ecv4d-22nOjuSEj4-iC{nWGo2U$e7bP4nf@Oqb&_Wp;%gLY{e*>7wF>4NajJ{d> zbE|{+>pxq42gtJ?Q-2SUD#r~E-mOG?j?yR@{s;+D9bZ_>t#?l^hyU_qt?zwi%gc7i z9>wGo!n& z>{In^D9RT9VUteaU_gv19n|cC?g#W!zsFbP#(BKK#4|P>-x|gf56O&?b<I2` zZU)l1zcN2VBy*y>s+j-l+-HU{Mh{b7g-j+PF-0HJsxH7h7*1mJk^mofDAn12u53ZRja+yq8{As$lMXe9*Y!o(JvWUot@T=^0UIX?|4eK>1VDp;SxT|2(EJ`d0I#5jwOE zB(pEKnqkvU++MZPHAf#PfSZ_uhG7W~wA0^pb?Fc=YJx#_Dv?M9@M4N6#2V6RLD%3^ZeED zy$52=zvMBjxiy-g)^G-YR#^`u#;m-EuGSG}*)?z9qk+MVGwhjFA0d}~x1K^hUquwn zwS2Jjx*IWsguvW4)e|$p+S`B2hGEc3Tnk;snJP~Rp1h3;uQ57y>PnR#cvNMiFr})l z9@-=HdHvni!5A!KF>^5OoDP-|eZoV#@)@>#vi_^N- zV`Kfq5rY(#Z3~R>O_fa@-wu0bTksq|%Kg_?8gU`VyPW7LnlHUPP5fQVR_wlDTv%(f zV;~ECM4zMWY!a>j2VGX~ygg%Qa*NP!qmuG{3+F@FlSFxF_qwPQgpNoK?2M48<^-#g zMj)g?(2?z9m{Eu!uOA zLa27dCw*?a(05jaJ*6k7j>lzb{G20W3UcVkPQ{06U{*R%d*%y$RgL7%MVO)&?G0%+ z&ywfPU3I3FSszkdW;0)M|6xx`A9QH(=e6KizK!#(cbwq?fTe@x{aA5N=#W~B-T8&Z z1qfqJIWVv9LnR@9PvF3qLuv%e6Z&Qx`k>Eu04 zx_!@N(Rc$S!|uXq4P+oKI*ZKAG!)?@rv9{!f9oqs1AC@KkH^(UH(_)Ir;s}8VRL87 z9lJtAf$>F4J;2X;$rOQ_o3WnpIgA(iO>A5 z7HrvUx*(dIOsClz)Fuyex4_jW@;~l*AKzo)QX**bo7-ho7Fi?57aoL|qUK!)7E5lK zOW%#-CPb&bp+>eFT`^VxTd2@qdMms>YAPzFymX5(Ve*WSdSCNnUk)S$9fqaj3qW3m zYg61aqJ)TqYrnu5T(LZUsO|?b4%ZgZc&{7UGtr-_1u6^c$>W#&lT;RnRQRqMHrhC{ zUNRK-#BJXk?Y-C~yP#E3FD;W4En++H+)8C-^Yn^9A#+HBh_F>b+^B|pgPjW2YU}VF zZfoW|^92GA*EYLb15u5@e!CsSEkc|A?l~kOLR$hLog*m>YP+=hATi?eCZop#`EW)n zDi5~YEM79lO%j1hEo$41-{+8Aqm~?;9@1&1PH)-w(M!5r(LFUVr?2w#7B9SSO--SN z%An#D5THOvEa<@3LbcaV-HI3y%_bLqPmw0KOTj&PUbpb=T|(H%AOk%wtLrQTHkj-j3?<=xly+D9+lk-uRR!|C_ zgH&DGn&ZLO6m7oC1tgD7V3G~-nG-|Ah9Y^v}?d$Z}WFAoHvnG59!Ij4IRbcVJICO#yJusT9)VG3IG9oYo<-Prd}Dy-Asy^BDQK z8%$8e>{UVzT~$hadl9WZy~odyLC6WQRV#UPKFlrZ!CK+Tpb#k&Mqch&O8-%LHNE#B z{inNB<*As<3)P-azpg11GD{?ptB1ckphd-oi1XA(8)C0ux3tM6xOGX()L27NB^-#X zUhRMe$)5`11N$^LEoB$kCw(0&vJc+W9r_h@AJFK*pt@8&2cB;|&JP|NAE&ca&%K^# zf9@&j(rj*XN1@zfP6m0>#9@eZsM#&y))r5(AwH?Xc3!p|L?7|e%y6G4(m9?OOGKy` zf3Qh>|1@Gd+-kaS>#ikzTV3NX^eW(U?X^_lWvh?FWR`atIuqo3IHH<|pLAc>UiJ;y zppI|k56w8g_b{WPFN-=IoUmn$IbNL-T3Ch-elgOJ)A+dLhRNw-&Yq%fxNwqS?J0%h zk42`-6cvuv77(?60YXO~89M)AM7zAcstIpMg`Ee*z6OIMbweX-K7kGK zD!p3k+Z^9& zL+ed~dwm+0mmICm(oqmlL8a#iboYyAkFk5psX$?|2H2TXV)|z>cgMQqGn={(H{GiU zpM+4rX}jX8b{^)_>>w1eZ{ukw6Ln9ay!&`NG>H)w5Dc*!ZQ-#5jz>sShqJGK%x!Pj z)_FJ*N7!n*VHC4$gW6(1g?=UK{p+U^G{SIG`UtTBZFo!TyQHZ7e2RLsa?J51d3=weMS-E5LyCBrsI9Ml0j|U%KipvW`hS_>25VAQyCq; z?B*c0bhC?+c_%=t!|I1)&*ZqDOGf$CjEav7zvI!R$3)I8<1{fE&GA&?a~1k!1S)NO zdkOCyjE)?wwUR`y-8?MI);6C3#(kZBLXXgat;e#@TCwwAp|XFA(A%!QiD)}|Iyz7J zg`*U=;-SEn-lLV>*z2pPhaBi>0tHMq4feMWuUdw+^#aeFLFn=QIwULr6>67TJH-za zSdM_wll#}*Gp^rab`&jFATV_71St%SOl8l0jWKox5eY_`^J)8TaOa+Iomd{5%NX(3 z>2@8o2sQb-?5y4vn9nCf;+i;*5!%#>5mnW5J2o4;CR;lDoS}`x(>%nd5Ex8M@^4kS z*l#Q({L9jEU(~~2na9iLznY`YQH3=9&}IU3fDf|~7P9ty2D4p$Oy)w^? z#$OEz^>hyvrZmjf{!n=-DmhG5B#dxiAGgjFP6lt*iObd5)-41(*&p@HchvSeb+K3sh z5p$CR#Z#~Xpkr!hLMteiE6lrfYX)wWiM%VNI~a5I>&~=}Gtr^ZHV=g~iax3lw_K1k zX@%nG!GgcoYLO%9ybI0N{4Mt)@5KUe8j#mbQfDK4+sGplwdTHFIC3-m&g*ApOB8AJ zg+~F8JDR80*UO|79Pz+*+YV>x`kBdT3@u{ds|%HnK}vzV8dI?w^ak;rcwUxQ0J9AY z{)8t^g@xgp6hj6%+$(?ZZb<XeeWNIcxF06KOvz0fvt|boqPDM z>;s^8wmZe2bpB_IQrbKTRrr^`n%T)q6)v+E>rvyB6&zHj!N|?~-d6BLfTB8M>Zyqx zNx+w06M(n&7yIun?(WYSz5xc~rQJ!EakPm2OGafSInf=vPAeOn=DX>U$u z%VXZ+?~K&#drMRcpYW)sLF>bs?pczL3qBgC$95;xh{lMd;Ri(Zu{v`b_Lv<+utJ1? zO0GS-!b=2!f`V_vFd<+8V9Z6vU&r&KS$%$3?I5u#RRlVD+eo#Nw>G%tryJ{)hD5LC%yvzZG|6z4^2WhIYEbwQzxN2>Sd&xw5}*c%n3HaubJvG9q?I5 z`(wr1+m^Qt7sT}8ytjLWlAT*&Ytf<_+iOM2>D1U711xC%DxAKO07=k9bt)geHC*zIb+LthQxU~Cfx__^s=>RahjdN@xE)uM#S`X@K^NdNRrK> zoL%ZD&Kxn}7G|giK!Oe5+|6DHM4JfhskokTmc$YBDg$}1^6=?-7bR_LDFceB$eQ&q zSDB=m+%qLgt3Msnyta=me$!~;i(|t5+&X71FRCOIM&9|(9%MU*-?eqfs;cuLL8x6q z=Um1~H-C)jB##5-?g8nb^&p;NkO4Yno`P_{>|Tv8{YO(kkse~C+VdF$INmswIQJ!S z6)zVy8wFMvpghff!NnU#+u34_#Cy-M*ub8F&yo8ZbORmWopZ8Vm0GzzhBkx5RQl5% z?cYgw)O}YxTk{PS8!a3xF`tf!ZVm;;JUZ*e(~*sp{%y!XpN@@L!fhsT%Db_o9Xj62Gdp06q6~jlB4mPB|0wOI|Jby9V@~5|A0AIytz5!e z!4oVNa4FSi*O|&8$mn&h0PS?I!iNUBd&S8tC^nDfABAE7e$) zo*1Z?Yx+lW7WgetG0{)MV^fAMk4<4)Am{*!vO_oaRIy`1BVLV>Pz$H+Zp}{E*}G?; z-e%7A&x=JgRHsqw`-QpYvo8+P|F|RqcN+!0=&ij$#iWg+$$K<+KW|L%8#GGxZdOX= zIXs#2@i_m0FzY4*tJ6JgYx#bC+;jZyTp>~7_;O#zW zwttAKxY3P<%Ix$oOkbI*)CrS8_>i%iJz#;L?lIMn?1V;@ffeAw`rAY5LnQK|`~L8Z zBhTyL(fAn@msxQNLe+YRfhrdZ-67Lu`2$)4k7eggFD?2IKrPDGCm(Vz)y|+SWNYSUjG{0gAa(7n#r$V-{YmdZ z{2zK<(QsE+SLvfD+TK_l#^DuDg05Y72B{BQB(IllGJ5&L?UMGvu|wP)Z%B&qZRY(y z&T`6fB&k$Gp80lXC3mzJNDS&`_oAH-sKfTWvhh-(`mc%QMA`=h!{hRY0lG+w8mUG8 zr_Q+BXdR;_)ky0VKe3Gl49`XI?U<#|im}~7UaiiNQ#-}JJNm7h=Il}A&r=`Wu!>Cq zy*6y&qxm94#HE+po{RFVuTQ5AX~N`83NAjHHr4D>Nq3b(pS*qnDt>I`9Xrx`hzeM~ z;Sl_DBi5^GJJaGxwE5N+s5zrWIo!LYTp<%tBaBSQORhMiT)+14rNpIWf$~urT1;#09RwjTFf&$?H3u|q5YoydmW2LX%6cQ&Yi z8PNncGQl)Znq6o_c~+bQdbWmGbEk!GqDzQpnyaSbDuq+tKa_Dq2IHusR zLtL!br`K_VOQF;003MS!C(5&^R~0Em&(%J7tD;j0ndISe*>6|{GxH|ePNoSa8WPk! zx62ae{9bXIkL%aw`pj&+ocQWo8GoTx?}t*yGv^;YO)E^C01HMZ;qTK0NcQtV4yH`Y z$2709hMz2a)ShrNU&io~o9PmIb&HYTjc2JGP>LXb5#jejQn!^bHDXsLTY-`{O@U{o z=yrt4mbT19Yn`pw-(Qu3>6E~XtUluynMrDg$8Y0*;QTFW%-%>7`q0!)e@HfOWV*9( z0b;Mgw3E?i32^S$Nq6*~#U_N6|YQcVt&OilN%RnGLFPF?@~=1mwy-Y?H9`Nv1?{0 zBdNQRlNsyfOdwVRoCQuAs0MsU4)48UWCPqKg4d+Ont3;k9z6V+F; zWWc*s*Y{<+!aA~K1WV+h;O>3Ke%g8_2I{STQH?@EqR79f7#;8tr}p8R{&JO>UBsNl44B>wR-3I+Yt2Bl zk25fg1Mv1UC+RuOsC|NOJKhd{e49r0l9C=l9#TO|*p}S?ZR8yh--smlcl*X?wND-O6o?a|h z%<7zPk#*9re73OV!^q+rNh#>oM+`$fewj`p2C#St5Key_i1-b9)c%8e*viT=NWh4e zF87520p*2r3{&W1JKCcxiQ8NPn#+u zv#(TCJ)1sj78LaI;z=_VQ7cJ*{r>?)K)SzBHB-h_&4XdpV*bgMf)>PeDpgBko3OU# z(8_MM6JtN~gpq$#1?V;-h91FcNS{PLSnE{6X0D*x-R8Z>_iUqSo>W*JG!%a_O~zQ# zZ^(bA2aUj1n#GI(t0%^~zH>@=#T{c7mUig8$%Xvxt>L>^e~fkOT;;kF@@0$Xn9?t# zN4!t+icT(I>^tSpalAqwKgq7-(Pe?L?JDw@kqg6E?CTCQ1VSe!8R)7iuM?8KVjLnY1`&UY zi?AusckXQEL)hGRzk*2X#h7QRuD!bMfZ^OPRQIQeVa%o}r-pChFgBN#7bzB*utlEc z$r?dEx~Y@xjyrnLx1;kD5?2G3PC^-&#Dj+jt{uE9pt@%{aQ*D-eDcW0aMqZsoU{(FDbRjB?A z8X=_>!a$E+tuk_C{=c82GmhkEwX8EE&SJH@SG@>ywmq^zZxn#;Vk2m3&;!JlG1BD~ zUm#AfjE1sD!t~#LKTkUb!ThYyy&bm3uq>S>r|gpf^s20{&A#5SF_L#EG-U{=ohKQ^ z+H@d&87Piluz+bN8F{J41wen2=-B(dWF9E81*R-Q-Y_lIMM@fQ148-~r`3ohj7yRn z1eEiDZqP9PmTm$x^=p%*9F@R;EWh1;9Wb%;#AITfGOSH03hjH%1myd}FDzei0+}N9 z?`-WZpzyNxyYU*syj&=`XQl(l7q;R&I;DX!`y;>l&J~#Hvt}e(6##!NagViT)GnY= zC!IDFOn_Wf^W+K{eSPWvs}I!pVX2E*;-JplyvPd+QD3~cW#oVy zhr1Zj`5GA3Lxx_)r(xDlzWn905}5gQl0I^?7AABo7W9(Mfm~>Q$}6W0s4`i(Wn~Y5 z@^~Wqc#bhlTbbU^+B<&_E4ka;i;wifa_macPYFwyZoPi~!)J8<(fyZM-Uy)l@!c_D zG7(ld`bCAKwSd$actuP_6{wlq+5HW*Kx{rGIkkHn=KRZriBXC${e#8(QB)YL^ojj* zkvIWl4cGIfsot=%>nWFL>N}v;3Y;T<3kC|dviIpHC7^xD4|sn*GytUV+ECan0uy!o zd$2osKwO=S54X^OCGD1d<43Z9lF&W+CEzctynHxfoErq>U!zz1{&)WI0gkM}I3RzP zJ$+vP4ou4=<7Rddfwbu9YL}9a=H`&p*w!=+}HWKe2uC{r;1Wnq7f3z3}a_oEGohgbR+&Tg)%;O|h3mF^@}fk6vVQ5+)yrD2!Wd$8mRilwQhDV zV5w1G8A8>7oMx!l>BEXdxb+Ebb0A65e!ht)0lNGZn#Hm*P|gNQ zPJe$J2WrU|!G}jzVCt{vN6~yT5aW)i$OOBhef_ap&p{F`gczPR5S(lFd7Po{I`{)w9*E}$) zEnFYAZUU*qUebO~a0nF@aE;xr?Z&C2ho%BpP z(u0GzrK6lc`de+Jc4aRtY|m7@@rDefo?pDzI$~iAd}AcJSYhF$Bxai-4#bcKOnO-x z$V7uoo?auMJ&(!$WZMYD|2Fqk*M$LRW#hhC@x?d({yMjAJahqYZ$ zti)jDs>XnsG#_k!<=<|mDFO>ps<#Vz(H`pP2ZXB>0Gan&ebT5lEbe-KPOP5`hyns% zH)X!rRYGUsgy5BwRAGdEu!L+)`>p+<>AU+x7>`#@0 z`5=B$riUfW#GFWYI)e842I+sm!=4jBUvP~w^|D2M6yFF@Mg7WN*&;Ndw_3i+xjZc} z|GAkgD2jAJ_0;S7&Lp7A-ud?Zz6Hi4RC}nm68X$0+C~xs<;k4aW>RxxARFOcnW@&o zP?VgItA-p**le=Tjw{2m4YqXtaSTv%)js{)?+=swH?B#T$piT%3o(E9!wSs1-Td^M zLlKr`76+8XnPK+Kq+ji#5iDyj&Xu>KugAsFH!iZn#zeBjhAZNWKYYHc5q+?ba2~2w z%wYM3?epJrtT1o4aJO~=ahc57yq~?EFk2Io7Jmo%{-)DhSo&$0?>G~GHd785{oYY? zpX`7r957|4g>*>n*3p0CXFFiwqCd|2vk=TmXk>c%BmEo>u=x>b1k|4^YW*eyKn-Db z^Q|rdD($k0$~j{otv9GXvsnk?)*t$h-H0D<>PODC`onBS;(wFzjX>Uc{Iat87EJ!g zy`abB4@6zXTE)&3Sm6mw38VSLd>@fN;L!?D@5Y8d%}9aenWKM(<45no^uuNg_IXQK zGrLf}%bpdM4aby9gDqesbC_kG=@*cLls5jmW(G_D@UOcCQ(#nUbgWo=045*XI#~0Q zf$}XSRez@e(9%paM3u6DTK1<^&7~bkJ3>-8WK@B&J%_$yP5>xVxbM-QZDD2I)$q?{ z513mD8a!^M2E>26@BHZmSD-6u+$2KxvHQ1_gDF0qRE3A-!Qo63uPc;F<-iwA$E=Vn6-9tOb-IsVc4sz#U! z%|Di(B>?m@q8?XjEMRh?H1oRW0Ib@V`5EOSUmL$iv`GyB+S=T0p^KwHs_&5atdIQc zKI!25jUk{+KL7Q=Lk$@ACNr;oH^L(EO+U-uX&~>v^I-U{F-+o9x0DP?~{hm~4!droC#Ag0<_2Ar$)}qniuFk@ixQh#=u~4*WG7E zN4{s}*&~d&(Ka5~yzXCn3`3(^HqwZKqc>*;zHqit6R z7#EPq*s*Ed&T>JBwQ$R!p?^8{5}o^jYPA=}@b zcY>uy_2(iBuim z>F43FB0%TDX$ru)ueDv^1xc9UIy$d?EC_Mn51DFxR+ueiq@U}x0m``4@slEm2c0`K zE#$3W;c^Enj%ffE&RB4~A2)!>TLRfk@6&&gzIDdDWg^4$&XDdsTAaZ6cPujT@LnL_ zoM4?<+=b>h`);bj5Ufd!21*^Qgz5JBuhO%KqmFJT8H+o^yh3Wu^RPzLhxWgPnn-UR zSMPf?&I%-sGkp;{Xzpw8axTjF!_u|ap&Q!Br=N69a5&}z%_(v5?s6O~*XB9g3GaUZ z`XP3k&8tc>R#FKjq<~a3{l66 z?JnYbE_{e@1ket@xk)=44nz};<34}s?!Zv`lO+CW9;icqPvvnZ!+34?spGUDAZ5FI z{3y5sj2mrBk2viRXPd5cjrAejlj=W>F#{>nC28@q2#_?=j&1RJ!s5dAy4w33K-n33 zKNoKSM7_R^q}FO6XDnZ8_j&`9%{OGFI#OUN(t&Ne7xJ%huH<*Ao3H{H?lFH4nzJk} z!Rilg$WK4s!!HTJ@-*X(##h7@x}`^CuSWxA-`+nXdL=-f6wjYMW(h>uk?s1c$6(g= zz^9*-Xqfcn+pQq%3e=l(!L_o8AD*u5*pGCaypMQZ&d?lY@)Sllc+z3|YD87?wFFq2 znIDw7paGj;(+1!yNA2E5f%=#orpFzg1Putm0~kO zFiCvV?Db+DadERdeMtRd0rBdodpwPZ!`m(-IDX`V`Fm~8N2=Fh(s@@*<%lXwe@pht-Qy3-x1_zlYdHY% zLcX-vG%Mo1Ubm&+s9zjcADR4m3B>%(ts}ix5Z?=N5~F^>!k&NB4)eJJAT~(UwwEad)t9g`+-E{@Yddv}FVNo%OYzy@-afM}j9p>L< zyI>_=lGMC$5@>(9r*6p|8-;~}Ou-@z4Op2bPRZ};f;oEl!zPDOSQf5)psleE3n?OR zyzVT*Y_VpUsyDGi|BQ>T&hzF#EIz+;e&a8h- zI_-)>dt)jUnf%QLs8!wq!LE5Qf8b&=kE$Z9CNHu-ek}u3ldAo!G_>zm+F^W-2x~8g z{Xb5ixpC0a?)nf6#FJNiBdxaqE$CytS&=i4&R$FNl>P-Pe+I6}@U6r0@zzVp8B?(C z9elD&+5jd#?*GYV;tk7I(`uX>7~+3?YxOp56CkUET=}&7B~Y`D{`*O3M!flEbN5yy z%#ZStJzAWB=n@mNdn5;_o(9{?uI2;X_i$x~Wi^oUeumEcrwU711>0GR5%>MLzNIZ9 z4NKVF(OvKLVEO$UwQ5BRV9W{?<%?7Sxp?hEc_q?i-6q?dBxKNTY6fttjpdW+oyR))BXwZc&DjxQ>jn%)Gm@0D{@ z!|Sj@#cAyG=m4tN#TNO}NSJ?@QI;us9u1`S6!Q#AXCVJ^intmh4zz6-Zl(T+fGJ@m z$#D&oON7oizqJ^GIgjU7M#JeauU<>=pdfvHIn^s=^&S@f7#mt-cEChLqrI}84G{b8 zEOBnc0plcLtmrNU!#y}k%06leB(3D{1xfBeA=6qyWzfB9ddIkTo&bN+@^9#rVQg~9!$)u&Ia?j!kFm`)yIJ>7X`~7~(b|>0|YJ4}dt#+0o2{>W8^M`K7%8^CR~i&z%&3WuBCmy_Y>s)BBw5eYLsX#Q>ykst=2GjXZzZieb7Qph@uC%X$$TuGQ zWyf22!_p;#JL+@NKq+Q+4dM6+V-kw3z8C7cpS}P`T=Y6i`rONG!vBiAXp0<$;^LV@>M9;{?=}MVTAUV9vsL! ze;QUgUcRYnMBJcygzxU;8qj~Ao!jwV7#8g!D$Z|d0L?e^zT5*dnCcXtz9BCFjIqml z7SGdR+4OB~_R$!`FGB@6MRXwlEPe2pQ3TWV5{c=6q52LzqW)zDVob!W&~xMqAweUJ zrk+6N{yBfBa!?!?1wIbL)FoKa3z_odi-6?@;rGFrs=(0XIiA*93zVYq+@7z(FeA_( zR=bUizTSxa{bl6u4fM2^m&mZf6rV}KkUnROCF^b7f!Pg*hKy*G%hFHhoZX4I$;Mi> zlbHcaP8W|)r6I1|pWq>8GYX?$wq3G&iMZ8D<;;I~eiIn;G$zU--lcsy(s@}}5!&U} zk3FM$1O1%%Zm%y^K)gQt>hU9anDl(-Tr{BvYkH<`Y>2lPLd4(NdiTI2;Ym|iWfsuq zE7LY5%Yhb9dXD}K)pJ9CZDK8*qOFCj&sIQ{-Tp%?`;_mEj*20ttWM%>j7(t!0< z!4H2Og(!cTy%jYeA&${_YHofl3YKZt)pwjA1LgfI!N)%~fs||`ahYcY@y7iZre=At zI`5ZVP`?P|rO!Kd&hf&$^)dGCr#*r4Q}P4LS4~*_8+)Zv0qKXy&dLIo8JPbWd}>=N z$_IQ4q{o}puyXsN*O^_?h$H4LBAX0gp7(!4v!^8y$QA{sbB85i_0UxKD9wGa%v*$HMV-nCiIn>EH{*ox8{UCK79b%!q$) zv%$ZHIZ5F^wFgih9;aV*a3GqS22eg4!@AY4hswDE~@!w9$sIJzB zjy>0KgUN#@ACK`PA7E20wLIksORxHtjQ`^RGL!Y7l2Z@N=8C<~XGZ#%q|HP$&jM1C zdDe;*4&}ZJ%O-nKe!phM!6vl{>)GKwTnaaV&h@qVELSruo3Z8eMUa7Zjs1VI;l5)S zZs$Yw*Q;tk+b3|=r>FzQ>k3+FBCbG*-W+53?FiG8z4FSa&J>nQZQ?REu*Bt+8m-F; zbMp0_zD`20dg5}Z85n;RYT8-l7_7Jj zU&EWFz|6_A>pCLHN1u~h`)U$kd7Y4FFrNjJ@0M=t?eqtV!1W0($xkqO!^*Mxf(^`8 zH`N_fO$YLJ?wP-e$}lsd*&#Nl0?V5##Aa@kGhgeNPku`RDn}@5jAI4bH`UHhWjBH7 zRp?Z41o`)4OzGi1IiP=?Kcqe4tBZ1j_N_P;U7(jrTqt5jIvuTYRN520uHGTn)hj7L zu5#bb!ORPDzbqylzQtrEKPr4h1aF)fnN~J@1$pb zUo3*jF3*30ZCtQ)`wIS1m@=#_hr4xhAa3(|nI!Z|6bK(LF9&m=e6Tk|l|RV>X1}L@ zZ_OS6^8MJF+8kb3iFr5H!O#VYnAg5NS3H1p|99W9=5d(2##%qNBm^XJnXlUMCNRq` zF&`jT0;E6Xjt_s-J76gw54*~h1D0nDNTv3UZf&7504LTZa`_tmDRsI3UlQtjWLq;Y4(9c~MC;Y!fU5I#&s$;`5dCL|--aS?1ZS(7w^=aH|3ih( zMh=L$D&~LW!-rwmxCg);F<4Q zf5Qw1r5Y6PONR;gj1QqSn<*Uh{PK(#Kz*5d_=kS!!8$ZpxfDM7nFRwG22%&0%fUzw z*~~f78;V&Shd&4sfZ)-y$gztIE$N;oDpP`hAgm+ZuuuYHXNkU{BXk%`e440uk_heF zUZ{T`sz<(Y?&+JxJ6X`E#+zMqS{I-6`(ReUf+{|IBfc-~v^xw@{SNv*)y3xw{F5zg z7lIt6!{0peFu>--L}T;a@u?2Kjs<49!{6b%epERe^e4!NWj%F={=44Bc3337l|MT2 zL^&V6g1)tN)eysn{Cs~bkkcK$yQi1XMcsd)#)IEv_C7a!O^(|>s_c&M{qV=;-!pfp zO&)*|#7XU;Cz#rTYoRgxYXj=h&=Z?3CX;Lg zlZQ)N&OgFI$IM#!XtFzCaY9|TjRXk#_DuU~wL1)0Np{fYT_OF-+Y78oIH;xMUR{5S z62g}U!EE#%s+ zJQl(iNr{-gRK=ijqWgIHy;vBT*rRr_nFAc&-OjiDi-Ri73eCz=ReZ4GQkN&XS7&Fo z;JbVW7}Rw3c$9+XW#&}b&l)ob{*Qlmb1em($1-XE(Gw2P&;8a=O-dCS{2Dh3GSTO^ z&gptwF~U17F12swp}C0Nwo#`T1QqzOzj-f&pk)K3!vzW&R;R}XDkAmex3ePMf5 z=*f!?ux-!6|HTWQa%hW%@$wOY%K--PRUzk+#UXcSfBpnQ2ILaK+%%cheowc0nyhKO}mM=)fsp8Ad!j#i(9KQAip27bV!{eb6o9Lqx1XZXJGa;5-!r{9nzS-~m5ClJ->|CrC zz~NJbym}m;qrI?rgu8!J&JD$44^1W7Fer?NGftKS=sZ<)cYVkK+VX#IGuTAWCx5&b zJs$*3A~(y*#~dKl{Y&e~Bn&z$w#)nFwcyjqXV2b$jCAEZ@!i6(5TxvAeiLJX&i~@( z9@c^$7_D#WZAz(x-D%h{?fLTLYf)d_9U@ijjaTQmL8J{U+!%+1F_s{CDvfmwH`zNxO_qwS8b zJ0j{nABjOVAQcUdQ>O! z>(VvwSk&z&R*e{R7|LJB2v&vW5B%FVc5_2b*2G*`SW1Yx{e9MSI%GOW6W^F&(}$5!|#w@9Lj2Aap8uB zu4}b765R0(bf_gExz%2{_f}v2bj8z4>Ty#!2fx(=jBQ>+T)RMT7eDn zHS1-~3goNp8^Vq!7UUrOznlQYIw2y(bR53GIlg~7Fn|CCCj$B%ThN}JDYO~-pb7+i2TrJT zfZn)yznF<0e4_@-%k_a+Xg2J-r)JfHuLzR4_TzI4lwKa>&pnO7qlOJH;Q<_A0;dCi zvZz9NO5M31ZAARfp2MUETkg>Npm5&{<`#VBBcFFkW*ELy|E(yQ2g8?DU#VDq9Rz5Bh&&8*H8`B+!dfr%U?U3>_!a;qob z9g0qTo-NJBphwGICE5=4VEd72PUeI$8GCyz(;2$ z?>A({;mde#$m~9C289P6Co(Mw;Zr4~xo3nhd~AhHogNp4cW1f;=17MUBRY)#`-tih zgBw1@DhHp0vF-B5aQI(iFIZ_)ID89h3biY(0ADearPl191wSSm{ixvoxCnU*7cC@amITXeItDw-~46TW_`3c|S0NkkKi#Istcl+9?I`-cAgr zu9;%wLS5)}Zu~v*h8vH0H+6HZ>EfeshYoaPxfE4Abd&Ew=3I_zYi%jct$*_gjP>!qI<0lo8e0@lOly~;-F8AaVD!<9ABxN$5||hxOUIi@{wc? z$R2(wM6Gj&ZcwG2*c5^&EoPhX$2feObHF;eItzT|+BocP;qZTzyh8y`g@mB;xmy3P zIvnUOk3F#G#^KZF`_sC%;h+JsUYTD&esFba_;9Eh@~`&~7?ti2cdzl#B@zxFTfc3- z?ush(MK6-L{vw?WPRlwt?*QFDJ-=V*LY&#Mygk65fN$E_r)X@?jnC6Lni5`U201#v z_ORS{$HVCnn=yaH0aFvvX7#Gd(CL2oXUtzZRF6tk)cVxm#(o_ z_qPzfI;e{SuA6x4nUI)#J!%)Q1X@U!r51u`u1S z+u^M0I{w#0*{utis`yf=EUE5WW>Bd{w*4~Q0!d5}5;odM_rG==_*swPn*v$A(^z$3 zRO8cikQRT3j;8+_4?K6r7lcaq<*lMQB*$1>)zN@zCA{n|Ng^~WO=dZGWZ|*@b{(=g zgSc;uoO0I`&EKuSt0y_o9&?=AW-6qLPsaI*RmdP86`J&+zmUVHaE}vQjZ`6GPLd?> z0f%q*neY3~T>w>*?S=nlWAUx2+e@^yyrKQ!2^W9$pB(s#w|jXtQ2#rq^zHVyWAW9G zJp%83LOxzuNq)M=494xk8}jgEe3*BQ{Apht+*-bCsv?f&<--K=r-2*{JKr^ZGwKd4 zp-uJzu?{f9DZay(9E&dyEQmQCh4_SWB3oBHhS&~Z3;s52?tS5&8ykR4g|nnoCmxg z(xb1--Iq#Hj`Ef6{)uu)nL|U-a=R`RE=hkd&fJNGMwyLIl0gJ$x%@HVPCpSa86LJ# z|K`U}KG|5QSlqU(g9rbB;{ zm%ls~s^o?~{L0gX+TOby2Y2fNq1h{XS5gop@7YK^TaR)JZH!wg6vJ1u;vGC*AkOrX zXAykB4GZmu=yj)3puEYNz_bhX>7w$*MadQzy7RCxHkl6}pMSNbs|L++^`X%eiWxpA z$ge@u9MxN8r>-dl&EaJcm))wC@UwsAsrAP{s?ck2w)q6j47w&%(ec$@52BmUyk*U{6mMnWp#H1M1+OtxJl6g4 z)!V1s_`kHv^&gB7=cSae%8sI(SCQ;C+@p){erJ<%IwcEoWPU3Bt-|oB&(~;2SWrH; zuFW%RKy$kJSmF2H6v*w9(FlL`!a=2=)W@@4?vOQ9Ti101hkx_HAk@Pf@s8hr-m+z} z`0NAPFD4~WJvvMcw7KN)AE21TZjQq@xQ4Iac!v7EJtx@Kl7LUYHk`X5hxo2p|3qmb z2edYpmn9k?KRn}-z)ZD-f6tlD1uStx^*nG^&Ep_0V>EW*iuGN1Gr{a)rZ{M}C z+yd?YcrPpVMM75KX!4k-D!y@{S@Cl>H$ItH--kn06^gRne7*RB0OJLWPrG=fq5aa- zzyFAGkk|33OAh&C{pf6i!aD-~{mHY&|Kf4bc;=)EUSAig*d8YjT}5>_4z7MJf^xu| zsJ@aNH~tTo5h-2(gJypVm*NwXLilom`HpWpkYBQknWVf{g|LaPM{Ngj_{I<7x{@DJ z-@g_e{g0{vS-G27;2)HqCSD$U`y1tl@j8=Hk63&~&iwh@pRssMM8SN4BMVx5Vms&V zBA)13lY3vxhwnU_^W?%+2YgnIU3V=Jhp%JeyeVu#0K)o@4t9SfHK^D3uJHe_1$rc$ zXZO88d0%Y3#^@ggReKhfl&%q==aS9jM8PzE`22}VN<9a3+V09|5~V}V`J_kZyvmKULV8ZD{f!EY|`C= zujJV)mE|e~gp2%-2fisnqYWi(qmu}wQjLjr92nlMntmxy4+jLl_fiF4SRuE|?y|}> z%E9O31_$$F;d7qwlY$C&d{c(@RjvB>%8hYZPgdS+saD0aQWr>gBxx zyMmu?iwJ)~MW=mO`X^oJ@*MbsA9F>%@=tR7i4bJRyZzS{ib4OaX{Iq(UHE=j?i>F* z#KDdgs*`xc+brI*vk4eYfVl;oJSwf{Pu!A#-r^QQ0|E_x3>kHxGXuAe>U(v{Z`27YVj`UmywLz1>o6 zzo7Z9h#DdFy>!42Db!qXip0TK|6^C{mt?3<&^g6}<~&Z!xLjKRhffe|6xKw#{BPHT z+C2GK=zl>A(Vpjq!B;FEFGp+f^;!02Doa_=6Q=fxT&@Zud^_KHP~{=sPoVjLp*#Gw z8F+u~@X-viJzsb5u3&huZ239urV3Sz0d2`gW>BJez06uXN^A z4`e^J^+-5?a^^u&=~pvVFb)VmK&K-=THk-+d}kBQt1rjn=ds-Q*bpX*b5}5Yt8&N# zm1(q(%_&?F=TN>G9^xbL#X^?Tss5A()bB6!>7vUhf1S#?c99VT|1?tKx=qnJnU(Bb zzeM{IDCAJcgZAt4E}z#eLipBcb!>y^4*hZ?6KCpl@i{|h52oasL75lE+p$g;O8z!es#-Z8N3IA?Y z6{ggW>HmlL@5Q;T8ufG>WI21xlBhU7_N7a+5Cem<&XUcB z&#L%7rjVdiH%rKS+`c!8BNp0uLS4hnxDoe?o291{priTnwTlXL=#KxTtdoBjg#W{v z+xedw;@GIivbXpwp~m6AM^UR7{Nu1oHv36{w!w>5sSaolAX>dfngD~F1;)zibO=7k zcC26r4&UP`DI2@50NQ?i-;aNagF1@lf>Cx0R7ciS895Q~<#Q$9J|W&If8hS2V5$ZG zhl9^UugDDYU+{Tk?udorybFK3BR&Y>8@7jx4R|_0S=q_>^)Ui;z2V4FI9v;jf%;nJ z{pcJzqE%a0(HyBte;GJo23dPA9V@}%@c-CFsqqgT@U@pdq<;CA1zk0|lSPNPq2rR^ zH^CsJ`$Q>)U52qxi3t#~$XKXL7V2R5p%& z`UJedi^B-bG6{Dx44?K^M<}0N6>4_NUp+G#gdcbJ*DJCS0&l_~LUkOzlc@H9H{Bh+ z#O{B`Zi9IBak0bYPFH`34L+f3AEk<~t!vRO9M#1)Cm%PV_u(Kd*@4`Kcq6wm;BQbp z;!HEKQ|*A^8x>n?^&Yz8e_y-HV@<~Jxf|b8_$zSuyt>|44^0C6O6wGevT%pNXNOWR zh`B@OF8)Won%wxt^AX*lp$_;ie_D354$9Xn7gaSDG5q@nTzr4W2uP3gfADw9B|wLZ zp{s~B%7K3vSHAHI;WM&D`)2vkJX&R2Z=jsgm@5_)`y>l$1Z~@265a6%J9qhg5kj1i zVB^S>f%yHIbET;V;_2dZ5)TDp@wq!XZ42HIpgXJc)3@s=H~#m&QTBQmRPMizedhSz z_u(*?M{e%;q6mK%k59e|N~QHSN53)(o28O-KuM2tj`jZ+gnpA;fLNuZ#7zkiS%V zrP*(AK-t$kHD%6NtyJ2)c~N5uoC| zR`9EDx==@-6uQS51fSzys=k_XhuAf9xk3-LH`i`F^owjkoGfzU1XmVx#_qf8d(<6Y z95)yxkMe(g#rf|6N?m67{w!1FsO@~vzvU6}?N|!52MeKkx8QXzB zDCf2G|LNtNa)94=4T8jxpQRpA)Gx_Hx%c6F^S5c}Uf&N(hSwtDf8Kevl?4;W{PusZHn`(+_nd2X_r&lG3-8wIhJx^Q z%V}vDKceOZl%dk_!Gv8ESQa6^pqnZHA(Xzs$Nqu#v|f|4h}BKsb>!-v0Gi?>&C z_-qPEw&o+squId`L)A11^L>S$QMd;Mv#5gj+e407P@4)**JEzK<4o0 z!0rWAXe^isPGgpXfzzw99c+B?;B(oR#1elTzS}jBvdT6M1h;MxqPr_J>}Ts&v*w0Y zE49xNLXpturJ`S}gz{GHuR0%dIT)NBI3NE`2qHdDr^vo{$Je`jqNYA1;=|+1-d;qy zxiH@MV_h%{dUN*^l%nX6?_jMlB#q(IPE{3*_~4-HSB=rFH4SKYTGP7I=?#sh@`ESa zznej(_l1YzsBc{!o?9nwE5hiCb$0z>9w@vrvw5aa2uitoZFQHB+E^QZ(Gbs?QRM?d zkFSC731jd|`p?G$<=QgVR-LP}vC!~mK-S}j0~B_j@!z(B=7!U8khi=A-?>Z_wlcQF zzsm}{esTc^eXRpl79YH!8&@dVi+pBe(`oBgb|lm(e%jTYjNxA{-)5q<;qZS88#+yi z$Pe-?6$gCf@MWL>{7CM9F~k46dbs!aXAEC!&Fy=3%K*G4)R-#C-rwv0Gu zyySJbu@L;*uf6gwOBLUK_MJycbq`d1JkH*yY6cyPK7`Jk0;pJj&*0SW%z{c;9_CHyw*2@l}M@ zHVHKc_;h6X`~DVx9R6<6p6Mk;9R9Q2*>|R8h$lD?isKh_VXE)C@5j55&})0;=C;6E zeA{`2IgPtW2eiix{VLHM=gzc@(<1TtD$mR=5D{N@-ubxOo*Q30p&nV)ZTA0vj*c<0 z2~VH8%!{$wAFgnA>IB9W8v(}OL$H2lWg~Xp7gj~AKj4;s3Bb5zCsbT`6vI&?3diDv zVKwmOAMv>bjOi9JjZ#$)r+o3v+=gzax^ZSs2!=XX3lb z+CYnc_(ZpS9M)g?YW!_4$JiCaZ?ViO!e-wGn*)E|V>ri;VSc+JfX-uOwC%kIEGw8j zw@fL(aMlig1!J{BKq)u6qU2u=TMAEgd-E4zt-!3T)7=)9@AwEt{!oLptrr?G({F(& zJVSdnng&$mpwWbv$r#I2PPwqRJZ$|dw6frofHku8noiVHj7g%<=MK`djYihA2L^&b zlS|-_j@QMQ4&Au+%H<~n%X({=GMdJp1SWROZ+gL;?8?D zghgO*&&04}QN3GYnxU_)!o)(~EvjP;m|0I*1pM=f4<`^Ys4-A)lYTCQO09Ne< z6N6)HlQEoD^eGh)6`(o$zi^uI#hC9;J#5#V!f=hOEB(8*VB=eoW}pj)&Xzt+fsNM%-k0vn0daW! z$Xyd}*w|6uLtPSr)hC&)XC7<qpDjJXt&?tyqQh{z0a6^dkZ?>wF>nskIupd*O~q6T1vnm zk8#ei>;d|Xdzz0zVljW*+o6fRP&=S$ZX|te#lvdmSMAUD`+<~u`5T|9HLPDdB+0tv z11m3tPFJUEz-mfkHT$?LtREFqoLAq6F+X$74=vD#HA87Or`mp4d%XWtrHv!d9y@E( zGi_k?LyT%r{wUDGgE#p$`7zu^!Q|Jf55SlwHy7Gn1d5Bic}IV8By1HZVY|prVbxLx zh`ebS?#V$x*^NZlGCd`_9BB?To|uHV^(xq8Yclxua1kg;e)Q+h=3pf?!waKG!m6A@ zq;)|LEDK1OuU&D*aC4G(bidyOs${{t?_L%dQ~LHNw;S_;98wf`Zq^j$u&}^h_c5SJ z`*zh_dV?{G9j1RqhpPgW=VhAmr*+tzd1&%35-{AsTJ_?q*MQXV1f%LR0d0l;FZEC! zFb+Q@29j_XF5B|OZ%0AcsLe>;z_(&7B!SZ{S{blvb*Jd)wp+0B^IUt-_8%~kKU_Te=^W4xx!D~sD1eQQlTjvSZ(!{n z$;v174Xo>Zns!~r0cAUzY1pe+SaChk|I2d~mj7*^PQSknt4aA59WSb2?bb}!kE|~k z(;v6M1uuUOSbf1a?$@UUtF-|c&4G(Ra_Z|#6*q?E5pku5v93V7R_1p)ixoCkIOhJl zdJ|S}6p**g&@o)FMOB*aE1)%fReu*)2lQ#$q}nnSXd}3>>nKB}c;ab{mBswjk*pvs)Iz%oWgKC=R;0=8v^xFn#wctY+zU)7?lru4CF&TItRJZfr5EoKe(=fF*%O2 zR)y|^H7z)cz0QHH2ItBLgb<*8>8{DUJpzB^@Li!=vTCr-b4pP$ycjlat#Zcb{{$N2 zQp_b0Nm%#Ht$oE52OByMoBZ8VftK>9nek#0D1}8ASP6QtI>@TFZaRfAi5=khwaWxn zaaH9iRgQC$s#L1?;-G;Fpi8$u- zaTGS#4ijS+bz$>Z@ZtSFX&CeOEf0T=TUJ22e_O(ilmaxPN8jG4p*eVRdis588*Gx# zH()D*Kqk1Id>dj1>)*_y@&(C2ex_UZ;=VU5-D^1&mZ1&|-xkNe_2{|uGQoR4^?>^B zL%|MFb_{3QTA`Nt66h0(wHe$4upXU&--tO4)VJ-1_aho%D_~CAQ;z`~j^Tg$vZZoB zCSJ1Pbr-|f97O5F3Qu61J|gtsPY$dnal6hG9D(KKhwMFEBQW)1P(3(-12*S;T>_U7 zZ^%zkycy!CZhMA$AKmo8Mc1(8^)ymt&t!cg)u*096nLe4r>ehhC+U7 zqJD8y9K*yg-03fsy|`V#*jInzvG43UtbNk{eELol(0Anhnn(P%e%a>!hu2v^k-vKb zH*n>DeS)SJE+!#0lC?O z-9(`h)@mgzGUYgcoS~Z=p2!DVW2I%pkCw2`me@~htbq;7&QtNqID+w40 zs@L&%3^At1q3%vo39w!|^jK=?4eDc4>7E=bpyX~#R~9OSb(MVI@f1&3<@`u$fASOP zZUWwlzNm2ONQJ0}U0d-}Q+ zITNsXZL=_K?+Va0cdrKfHvv&vuj_4L2vEq^9H#d@1cv@qW+Q*`Be1T+)PM5$D#mm~ zlE*~50%*e;bF2wVu=Z7mr$)&FD2pNA4Rx7d6-}_A=02~b?*_7U>}sl@BCKscb>2}0`9%IkK($K{P@rvP)vpxjBUw$G^PI3@ zV*2RFUmjTHH~D{XKR1pi*QehqU_MCe+1xQ=Wf0Ey+1I5GN$LrN5#R~STi-qaleK5Y~j1<#JN$}Op&mYpnS$~8UuehA-gp&+^^b^_QtQUa;x>g z@tpy%rMs}Qzg7fjZ=Pdtya34a_bX(V9bpr{vMO`O4OYs;+lkA;uxcWBy78Vnh6`8z z@N_@gL(eZ}FJdQvINGI^IxT>FwyXtr<0!^l!7tFE`9FP4eRZ?u0BqQ)$TL1p!Ir=8 zZ=M%CK+At3zr)(*G2E@I5rbUOu(W$}l^|gNn-)!9&o(K+ilov(Wtpo$acqxL8bCZg z%GUI=#vk#Vu-|v*LfDLJ5BX|S0PCvD_f2o`0;ALP&XR@~#&WDLY?}=;Ffc9`zDvv) zZm(5sda@gA63+Ffs2L%DX*=8fl@G{P^~R}n?m&NwlGYom8v{oB6h~(v+V8IX3|sSS zKz+u=lzgBA>9q2*%g>fz{l)$twVpRI9IZ&cfHefxB(D73;hzV~)!r|%ijTr-XJ(?9 zXeCf)$ZQTD>w%GXA@Rkwzd*dB+H~?fsv~Lj?a6|pKuvj`R2bO{TXY_$Nn3u{cn+i| z(~*A|`%QVT`(zP}MP|*Bm}LZ%x9TDZK2)Hq#@@U2mk6uZ#sdtF(lIvObfvr5h{MVB zUC&8o7?W<;^SmQ@upxR*eJf2F!zDHBeqfpm8=pyax#rQZ*~@auA!{CE+O;6!ZWj+* zGOdxAI`SE}8o#Y;mtnn$w)gnkIavPe_EmrB{S9E02CBBpO2W#n6RxiaJ7DXiZO+kx zm$21gB;Zy40@fTG)oTWh!`xx1?rZ=3f^~(S_h$&hFTaE=@{=8%Ks93lRRqT8^pe8RL)R|8`@iw)*~?f@$3wce+hbf72b+Amz zgAF|A)b?EjSY_qb)3)^lnv?3onjy50C5wp%+1!BkHtd`{hV-zZDYh&p6Bs;}uWQM= zh`+`*E={t-nrMQa-P8$K?bnlkM=yZo?Pues6GdTjw}#SPWpAKezhm+KVm*JXJtFm8 zZfS;%>(39$r8%Me;~g*4QVFXnt}%Ig$AH*KJ~uja4P#2$kp21l8c^yWP72?E_;G)Q zw(L!yD7dfuoHK%rgk9<)1x>(^`Z7HJNd{=W&MwO3aOZ9-z*}AJ(CK!&tP_xypaSYhWvj!=`em z7--FAElHe8KrFD{;L~JB9Qvvy^Wq>ZH!l@giVMNoAqC^6VZ^NyT?t$*N-)3Yc!%f$ zJCF}#i*ClFT%oM-nE*ZNwZP8L1wdE$>KwZBG;Bo3 zQhyCM0F{rYAgW&)7zb>#elD6K-F>&qd-V*)^i!@}NfG5nN#B1L8~@z_`gxUi#DOuO zI*7D}79hSd-FY^t=q0SbxA}Y_G7VO<42i3q1vH7f?@q`c zf;A@9h%4D)7_R=!&FM21( z0mSS4H^-);+c1BowPn=pt zu$EphVP)Qd;XZkpPYj|yZ${C|j-SPF)UHq4+uVUtZOj2j9wIId=yUys@~X$X)Al-9 zh+oxgo4-uJ>K>Ec;2vWjkqqs^4xGVQf7dRU`JjAoH2d$MbqSEOd%u(8kRB-p$@a8A zz?hoCzx{vhI1E&!PyF((H-UKT!Cr5gJ%-~bRzGdxgfZ*!7DakbU`!vq_KV*%04l}n zY4H&ypuB(b?ypc3kb~;ZrltG>2IY;-Y;F{WyYZg?OT!(YJnemCcLi~qN@kDJdvl;3 zDL+wHISs2P9M*{KCxLd3DUf{h4Xkpgf8BLZ7gm4v$Arl=X~Je$A^qXNG;A^*@}RYk z!dk|dzvI3=K)P~U`T9r+th+1+9LPd@obw{C>hlW>H?gxIvLy$@6{|$d)$kx)r8Kp8 zn*cS9!}zu=%Ky75Ro~oy!3OS!|Fi(|qhK3uu`uK#8V_0}bT@(eS3g(%1rB2t5IlIe zU>$$9rcJCZSS0+yzUFQVi)uw-Q z%T>q+%T{WGPe)=bo$vg9` zMOhGWD}CE<{d48OxDvS{nb?dm8@hi~V@JMX%mF_O1#>)r7J|9hZk7Y}K&E(J6(_9T zY`ZD{YXnF?qz&h7tYKp`W^{x58PK&GR?qjpf%SXUm&4U>0eNon+j(X-p#0l@;L*@u zSPvf;sel1kS!L7hHAXq$KwX3O*D+YL&1v6uP8C*jv%@Z2WCiNegGSz8?*M;o*Cg+5 z{@uurja=-l$6=*1xk~Cbs*mUZ#a#FeY*DQ=*Qe|$#nDZ)Me)F$@)or$>FYG;l@u4!wkY)~K zV;BE|<7u!}Yh4 zjKfi|{$oNuYeWmEn{{`#zx|Fe8`oiddWiq@_=9-^1%URn@7I6nl>wlODixhmKstoM zPu&0bfOA^xU#K?F)Wu(JHVwf>+UAeynP#9LtEKVCkt0;!6)0lYpIXlE2TJIG zTuL!7tW2G4NE5LK#&nMYmDLv3Qq12QoQ;D`0nNC%mn*O;6tts5r2n#9`}u#bY5_$xFm$yi0Z3&dHix{HVD<6zSGx&QAg*+qC>Bb=`lzYVu7?+a z#CtbCwflY7;V z0P(GG9`2$HP!oqk-f^KhU0o@=uq29d?bBFGJo1%E)60Je5rY;ZA2UDyIOQ{$OhvwHeqD-(ZYIZ!@ zw+rdk%;2}n7ZFct+}xjoe7f<8W=tp^W6IuCfB&fts2%3!n4gk%tk#2ii24l~an=BZ+ zgm}UE$&MtHOFgHP9`R+tO3&}>Z>)TQ9R0%hFB1;KiEI!RF4)e~zi%uo05$ z#xKkU)T)E~=3RHgDlt8Alb;X6k@>BI-uD81Y=r055f_Z*%DcHvRY?r@u0zv9(gHSb z`@39iAOLOOj+3<$x)^h7RPz&clsg&;BI17!?qayZ1mn`$t3ZD%FIajI<^Rbe(LM*! zzGMo_2eromN%BgqsB9;Y#5-}$o3p@(F5XhI;)msZ2G%>75I^0Qe(>N6@>Ag+tLD8J z#?+JZR2XbZzR-D@8%{|#IA z-T$N!6tbuq*NZ|jfJGOuRUa7ux{Lty!92RHV;O9(k)=^ z6g>PYcNXa0Ufi;I=y{$8_s|jzV6}fBo+>-622(#s3fI35stpguTvzP9+F<~jFyJGt{08VhtKRK&sszRj0hWIavao-pU&gxT zun(rcohuV2Ucs1Hf4wGe)WU|pq5ea!c32gx;&@%~9Ai4~YIvb>C(w0l#|cN*fnj9S zdFI|>pv5(wP?$Oij8pqkBP-TnIoy82>^>E7vR(SQqG-fXCEvE%R$%@0$E(X*ia=dC zR~UFh3gx<^?&SxRfm%<_&Xj+NhP6xbHZkLZu;Fg5bl$oh7`xM(E=0HkDr_ka z^AfVDn!hvAy{-tH&29tQ{33g9?^~e%dSRv;y$D;9l0p_EMXxAuC?DVV#4f}Q(;w-NcED#quix)vefK3P@{VoYafMx>ThQ9 zXn_Y9KP+&?MX@M9lwW`K*RBSVbLkrOBqrr z2TvlMek3>=lXeB^4?is{Jss9`9iE&Rvw-#cN1eYKuVFajqisq4-mw1Y_ihR0vq03i zv79okkKwYv9Xj!wg1FL5R64W#dRARL(frLJJo3o=#_F# z)YH%a;+NAk0Y_q?t4KhBhq4ZXWl5vYSIvN+8WZ{e_z|L0GhUIv`|@`VzNwIu_~l_;_}JfJ+DTsSAD1cuj<^5xrOQ!LiWr zv`?d48G9$AId2{87q5ewZT&jP4T_*rjr@YT8Eqg#~#x+Mt zP5~I9TH$aK5kOXoW-DMChfxKQV>(l0XpG-1Y=6fMQ-|93-Ou!g`NeQaDaj!iv;26= zHas6@o=MdnV2lH%Um}-%&l{GnwEq*+c81a}&-{CXx-j#ihZ{f03!it}n=W|afGD$L zcbH}+jAehy+;s8jgV9lY{#__%*M>|#C#K24l5L5}w$rLWU~mQWd{Bgyfg15mKT9B9 zTryFS6o-lYm{U6c`}<3!3D#H`AIx`)o%c)OhmoVg7q2}Rf_V|Sz}hJsOnPNCxkigZ z&zFh%W1n#_oOl=TKg3~d@3GPevJG@UKCt&+RU>~)_+On5KD-W-2l-3J+q+;KSN&;y za}x;0e)VkkqG9?km!8;&G>npt_8+vhgr$+ZLp>{U&})C-*jy_Iy03fQhNCJhICIJI z7sSAb;fsis|Bl0?;>~3ldv6%!FJoOe!~wGvRcjy324K00V?d-N9a;kASv4JEVPx3b z!|s1X31sK5et&6}1(US&D{{9hVbuIz^-$s}l$qIod4(5(LE~pXW_Ja_c;&f>9v@}s zeJPO_g64Ai&qI%mJcZOB7o#Mysi&uSuJx^<7q(?3Em&A++rNQwrGN|x@B zRWgQ!B$9b54;e;>$Y;}-!k|UnxP@Hc46}HV)5r^Pm0{5A?i z8>S79VH=o!*?XQpLgrJt{^H={gAB=FzE)M>Ugs%63foJ!4!-T~%BQwcJ z7-2BVi@sRF_*r>3`>0r$Tzl!YEZTns6N36t1NoaUYuQ^INtA}!>6|KA^OrEU$EU$1 z*Z{_Iru`0oWrgN=fh;zEAsD#egO&XG-{1MtV4k5&!pecA^ngF?KnS$jwtYz#upc5x zr*a4|VMxo}?Bs`uU)y(|Y94@*msbfNemJ7%1$Em8q{GxZp_`rOr(se;K=proR0)jg z&m6cbtxA*Y;)<}T?Ra?Wu6f+=iuW#BNguz&x?SH|(4$$$S_FUVu zNEjxOm z;7|+GSDkx@0^DH!3co|xq6+jsiAvfT*a3vw_+!75nqgL_;bgInDiEb!WnE!2fj*Xd zaXGt;pnLV@t;`ZFnA{V3o7d6-h_!#O8C}YPf$K4&gMT<+o`^Tgd>VfXGdI>WmC$^R zTcmql9*sdcOkk#pkPhwd&t11(^oF_A+c$qc5QRyWWm^YnJ0LxcsySw$3f;rW2Kyh& z!34kQd!x@hFcoloL{Xm(GkIEZbBa+g8Y84*5IzkP*LQ17bo0ZogZ7l(3kM*b_s|Hk zjReBCoe`Fgm0?Qqqk?~Ojyz0NwkBLG5rq+)yyrf3G~rD6q{{nhFlKPGPfD{E2Ko5T zI0fNg>`ZTN$P+6dG|@(4kuMFuqc3aTmV+tdvjJ>60x*5wiAz^e5hhCR^!`ovho!4r z=Y@uaV5Hxm>S{|ljNiY@yXAEeX7{yv^xCGw0$t5e*0UCtcYS{^9$WkkqxXV?Z35O| zW~y$kIRU8-3Uv7B1nqV|7BH{WGqt zg9E+pZ{5%vOXDy#t6qOuR1t_bw&(a9sfK|!Ec0O-^Duu^C3%@eI0oWlBkA+Sd&8)O5p7P0Gk0&P)U; zh{E9Q*a>?U^!k2QeC>ZlVT^v1DgXE{=pCih)elWWe;@0I^;H{aJLfAhG@uJ3w%bG9 z6{TUo^HihzKT)W^epH%pk^{&_eWeFvF_@>s?#zE_{|lfPJSiK1>S(~X`uva_4CQ)T z-La^Jj{Krrb>(Q7(ur0Q*}(;q&FwuLI}umDc@UK;jeNUEQHy2YUDUs*if>LW$k&S` z#i?#kf97SlZ7>0*IUS!$^UK4CUg_120kkinPv)Oz2?DX?QbIsdKJ?iuB(cm$Lsx(6 zu{M7Nc_6u_{uF-448u1RO^eLkQLa05%|GxoR8Qpc&=|Tf6e)wt9!A`BbIj4^$uy83 zX(?UdeF+nOp^A;2A~2)#pen=?JNluo*FP$C}`ccQxfJ@+qc`2!+@wKL)0Lhhcv%H4RJnq7{8F6?b|;9 z1Q#xe9_mdPnG=|jJ0%Shu8$&!KNex4rtH$GkCm`|Hk58*>J8I7i!6=!Z$hUlPiKEo zsVFR+>iv+Y=K#~QN{$LgbYW>csC3h?1y;=NsqFt}3Ik`)e~tVh2mkKKl>NKzjr`Ka zV>hoLG?Z}R{E+{TrM228XBEN7>#+T&tYV?H_ESdHTmcNQKOxhE$goIREi!qd3!~dO zZ4Ha3VZnW`+hYO_Mp?qGpCuBZZ%%)&28S5|d2`?3T7DCBf31YVEhCuQHz9Zag9nU^ zn3f9e41p>BnwT}AJT&+7N4&ITfWYDHRxqguSjlU(VK?NXvsl1heq$(?uGe3ZSaq0Zc+c(Tmz28T9NO0A{(#^cs7|t0+aTIvnQV*o^G+`_I)1< zRTkg(>ML3z9^KVlcoO-2tCB-LnoFYO8H>(9bbm}NH&z*O(Q?l}OQ%{Gds`|gTZ{De z=k{-gxdkw~mocbwdL34bMlyebL=s@4`;bYlraSZ<6}f4%GXa`@82u0hOBh_#I;ZSm z05jLVMOCB|U@q{Z)&^-3CYz*{#^fKs>}d@@p&SR8RqJiK^2w0N z-W4Xa1t)bH#-Vjqgn~ow5Zr586=;i5G z>Tz&~sqF8^4y=WsdT^?d+R^#$63sRwjDTqWIq3L-D=^8$!CPmr4)X&~HKMnpJqURG zbgy3o%-vVJcE6$-I<73J+t%TrJ-EP0jL`!>?k>ywd<_Y^z4C|FYksWsfd4TBVw}rR4kzp^2%TI znZcye-#D_fICT5I=`kBcylu0wEon6XCeB{(k}0x;Y0P+!{8MypnR2%j?=V>GmlJqj z*9QIazLJd!X3+n~UT9Zn7W9iw+`ik~0!v@cJ$1}!gOTgYuacfB!K_^BDet-!7Gil z=e@=kN?_T?w5b)B0&`uy%zNrxp~R#9gC>;-qn~&rqOuiX;Z~tv$C-5)UDOP@G{6l+ zyr;jqffWo}9-Od^T8G{_EtUKPA}mF)QSdee$X~Y6dq#f{{{;~!EtjUD_mxQ}(-#3C zmR}_0)M&xtxsB9A)L0m}>g}d3s0cmLCZYyamC#djTru`cBM>*&$2)JRL4C(7xl$!M zj6VL{6851PT37Fb7O36b_~{<8VeH z1Rx6BRJ4Cv4uOg1|42j0aWFAuzdD9T`fsO#BO8grR9fgMmzQBM7HGRolAs2QZM9ux z^|~;*^EOGAihQ_7Yx@Dd4j8#$JQ-ao4qZCVmWjtu4!RDqi$hu{r(_KYT`z)#nXjq3 zJ&40!JY@t1sY1o;V9VD!sD6BRf?SCMC{GaE!}xztJ}Uj{?!Dgv$Z>xi9y{EJPG{xk zc`UIockSYQ$$L8(Ixc>LblMVnmM>ZDL>xT$P9V7FIr8I)-o$}DtT1&{^`rj*ZXnQ; z9;Ux_fYBU`<|^6;Edl44olHm|@A}0xke{eEYVe!G{C;O^3%*JqxD66k-L!uo z_f%!gS$PZyTHoHEsGEn0$UUNhK}6`!GTVQ-*BDv|qFGWVwJ>Gr6#Pp11WX+t-~J}- zFAOUPbZ`D=gna&jdI&xY<{0O7ClW1SX_3pl@@_0FQ&bz?eszUq=f)|O+dMF^)M}R2 zf$kySb!V~B3Z{K`(g$Ry_~doQcdmab0*pF*77}NXhEA&F<;y!2VaiBexAFzbW1mhz zS?eEE$5$rDx^$smb&nQX$N=;ew8p{@8T-BZ70n2`_(Ya(N~gopbKiyef9U+gY`f(-N$8aCZ9!xH_qU^Gt$ z%)UN*dZ&f&(2IsS1p~{(@)9(cx55b9jDaxdUCMk# z942iTWd5H5&|4LE;jS_r7XOlWdhh0f!OvaN!rExwZ9n8*5c7ta$K-$GOpcbY^y%H2 z3n>f6tV+mt3BJ&NY{9wA&;h2rZ)CKVr9;ho-&tlaZkUMZ^_V0?!-ApKz|l7-UsT-Z z98c7S5pDXR)Svz^JjZnIW~v5s{$h#GL;f|P%16SL)Fa=TpC2fbhT&g*`k~y>Fs<+R z`Ri3T7&Wgtw9}Li7B+uE?CbK@VNq!Em!*UU%#ZurIUR=hT3x-lBhVdsWrPIZh1SAM z@@M_Dlpq-C{7+tHcRGw7`f(2$5@23$puOhg3JlU5oSxtEht@!*$6lu!VdR0K;~r~Ke@ zE%Ld;BMhr%#N#TzpH8}n!=lM26@3FOnB{#e?6DvKgx@EA>2|HdboGvW`vsKSoc5YK zukyi)U0vWK5QKlZZI1l^V%=eg2AfOFs81hvx@oE^Z0C zV~E$9MMNIe)S-P9+xpNQCkH)xj~1nWaloh;cC~cM8;F1VlOOgC-$nVT!ZuUR16C?O ziyrU12y=h*Frh7^ize9Z98RR`3voNAX5?VZv+sSxdvO?XF~6TE>kI^wddE{r7%Xc_ zv6-G!f+2}Y4puWVOy2t>TY8llrjEQk|AmtZB&{jIq3xD164M#Jn(7ZTA+F|Uu3Er^ zc+bC2dIEoFuG0H&OCZ1ay*u;5Ar44`Kp$FxTl%2%g{yw&7T z{?pXmzTZ3#X3e5Bl{){z&`qzmZNy3#jC|=9-7NrvDXf}%IaTp-e^6;tgkVTM?fI{b z0+{@H>BL$I9hM`#;*FY~!Hl7=2{qXSW(OypY~6p!g1NharIvGHFm3-$`AZKMjFle^ zspjy6>7E*wO~p}|Qr`4_(SH%9?>Cj8nhG{4`4RlYMV-$T7hy0}*Df|K9j2WrBRX_$ z_}89DcK<{NqAiPIjmR@t{!ipTi)YVZqVpkZ>(VN;2W`4{^dcVqDEy?D!~?W*?qZcO zCNSDKqEWY#ABK*!p6+7ff$>ydVR2c1lplYO{r5(R1KR%jTro>Wer1vrnM00+-rvmm z=c~-2Lv8i(w^B4$_)?C8Bg!!C!Y<`G{Qr15^KdBt_w7%TD4{}_Ya5t5>kY)Q6Ml1eC&O2``5*muUhGiEGfAN$U8fB$%Xe|2QcJ@5Nk&hvF1bIgBm z!ZyDH2RTQ{Sf%`E`-yaW99pw-sK|tvYZ=L~utHlLp{bv_vY`NnZaF)CV(YJ!S7dw8;R?bHgjiPmBNu@uVvmEmmnj4&-i!3?*>s>@YrZ5)_eVn5HX@+`y{1$ zb&iVt{;Wp~Cyj7&>_D`|X)7GG=)ZrIVWffmDdJqms)&54={isPyM(n-5{mKbDcCLP z^t~Y<8S`}r{ zj#W$WjLnhAI~%+_4xbIh&QCh@=jZ?7^nVghE?e_q7g_U_l0Cs~PeLqGwI#7feSx?3 z`7dmb^p|0qx`kc-?ZHwHQ;@cJX?}yEDAMXWPG@<9;n-H``);gL*wu1ksjJC`UwjBxB*vRT=5FJM7)Xv1XqDbuE9+vc2X~)6? z&!ivHU2yPjpsp(`p|j>JqE%xlSW}bZsjef9z4kIc9=#C5QHiaxy5a6Pe!W+QkzZ$)zk$}S z=hh2h`+sqCvndxGInZ$Kn-j7B8T=EnR0nJ*Nf|lCrj1>L4T9_;6*w&l@3PLV;LyW= z43~Sg$h5D$x$?;X8IP*9O6}{ham?y!{Y!BicK$mV8zGK^>jr--z7D!!i+ZGdKmozM zGqtyR@04Nxo01%zb%g%J$O;D*hhfhG=WdBM~&!IlXlqxTd} zq=ou)c5|qMHJ##O%pmwl@ZuWI`<6)mweh`;xga*4mfx>JC*goQch6O+DIBiQI9;Wx zhW!H_^(z%~aec37dZ+1=&M=DcG#o8P%|?f#ZVdcaF(LV9ma>@u%fdu)6_UW7dlO;x z-xHCMqWKLfjgj`R+&bK!2j{$7#-EFuA|w0Wy3g8?NTqVVIlOC%;52UqZE_X%pZZ?y zycBYxi-d#Xhgbu-Heh|F><{`uDyD@!*?NC!k>HPIwGO97f_pck8t zkSXA$c)!FL>zxI9DY>3FTHq>FU?WfP!JO-(mqb2i+>h!dbbgRK{y7S6Nqr6Q)C+iuok$*lK^} z)K(FOb8t)Im~9FU38*T~6eQyCC$>#uS-Lp>I+3S@;Nvufzw_Y3M8@Ejbss|aVxRc1 z!`%s9q%u?&q7Ou3uaf|;E7=MA)mAPX_F}=_!gWV9W+ic?YJYpVx?e>wO?c0Sqe0i2S0iH(;ixG{QZC5=W~JV z_W0u7ZWW+}l>7MCi9kKmtLTEf3bZh~-VdO3JG<(|?9!h~hHYeg8s7{;ne3Z$3iA}qf7&IKrb&kS7Ug$!L+Q|b^UQOdIw#0o zdV8H$R0OEojyDYbO3vOHrb4k@(Y}X*>CmQD8p&BfhD80iAA&|i|F&Gu z8+6fv))My7)PZJblmE}aghGYBe`R)q{7h)3=-mhiXTqT1{HK4J-38Dwx!w5_aUWd^ zJU@l{=b+nAjC12b4*hEi!l>vwhl_(rFtm7Vo$#||I?Y#iCXRVqv9|R4>p~v7?B=lS@J7Pj!!n`Ds?q53+ zlqt%rJGYGodi{T^6L@*QL0Mtsh8GX!fRf{fz1@ij`?VR zFU}p~1Nr|xA|R=@)pQ|KyzXn$HZV zlwdi0SDFc3W-n7j{`f=P>9w!k6!AdiqjSQBmK5l!dD3@MkO`SR`}wv$B13o3Qtk3F zCup_ytyesi0=bd9?e1#MVRBvO8($9+)a7ibfEFtB|G8qPu(ug%-*e9LTq8l>Q8TV> zoJml7?Z|)0ADxkq&t`u@k3#H)U(eGWkEEdfScRLx<2YzY_3JK8k%K0oa!;pxGBm(f zweSQUL|q@obUYOr1f?RhFIw)|IIUBXZ7BhZ?>?z0)|^=#C*&-2Q)klH)NC)Kt))F$#j9_-gob=Vg7! zTRt3lyC@MtHf@N0O(XXE=$@r1c4O$j^nT-Bz1?uv-#Sjwg#-f+!=&stEkTpw4xgW5 zbI@zL(e=;5S^Vm9Gol0Bf&Qm6!5kZ*VZrbekBK?dwXz7kF)V;~d0q~3of+o2JnTw4 zMuC6cL*YJJQ-od!39MZgBMB{$ek1J;?m%sDbAG|$1SvhgcuLlrLreNIY0)wh2sn9#LrzJzkx(!u!(D>vr-!`K%w1w=KNu{g#N)y9IVQ4XZ$D8c*$C6()4H z)p6fnA#{{feCpE!LT@$4_tsq$hi;Z9mvw(#1)%fC>$In1VGz9Msiqb&*OcquUp8DI z!Qa&_Th`8+<39&VgprLsQ2CBKy0g=u_wgZb{>Q?QN8UTZCBOsJq4KhT&q2^rEqr&y zzy^yWvZJ5On?vhO>4TZRJkV}iaPHB2PUv`5G5+z0Co~-$*DSxI54mbG>FWr+rEGsW z^>eCN8LDlvl)8(|q4%HFUyUQf&~@s0(8Zy8=y>tpL+NTl7e5Go?ACS%O8>*zB`bUA z$QHitD=Pv8*IkNHF`lv9&lIEc0?FRT7rvW{GX-!*wS)eXuh5k521)8RfM-zW`hya~- z(Ar<*9~7AwmF%|h069R$zlF}9)~*2;Y@o@@bMf1tI1I3sva@7V0EOD?9`UXOb6KfE znOE!~+1bUB&D5xY6IOBbe4Ao`Q ztp0RD&%!PpxF=)}Re}GNkGx2P@-DG|*RuP0pe=Ukw!x?xWZj!P+CEK&uB&C%2JaN1 zdb>>#>kDG;vd@1wbvYEs!eUxKbg3|uG*i<7?AWnp-|%_^eT>b&VEy5M3Y5*a*;}n9 z!iZDGR;SZJ_~zGRJ7xq4`VC8?-8OmxW#@700y`?k^9Jla<3Z?h?T+16BD_$4W7t0a zP~RLFib{elukJvTulri2eF4yxW4#a65<1HJ>!hx!BGhP2_w=!a!8@;=(Tf4@(6MXE zzg2(}%AEd|rd^>zec;ExivJSfyQl|w^^H5B*Jqx+CHggTLUFVB12$-JE-hodD-ErA zbNz?I*?}r~WpUxy3=I4d96f)3xdEyIuGISwoY45)YPs+LQU6@c-R&3$A9C3in?;?V##jAQOuGvv@1j#Jzq&&+sqF5>8!2eLxo%K@OOm+Gp}Mjg z7WI&O*PZ@+nu(EK>P8bXguhQPHUw%hp}KzB>Gw${Fv>Xi@9SkjZXkE8k2Rs^`v;Fe zrULL;5FNB$(Cic$s1Kx?EV6pw@ARU9 z=|iGkQztfN{ndcvqpQk)qHhR2TVT;tCpfLHVXD76UK^-u=p5G{sX&#j*3vx=!e>9e z+5CJ{JtimEWKZxAbI7(R7I&r*5-oyQgY8L}C|rDkUa119`yiv}hdESv#JS|1A$Vez zMey4@Ll|K%8f5-QgZ5j|(nqC4ph~WM?ov-87Se|Ae|2$(RLjnPnGH(j@HX+PRsfR( zJ$+&p`q5L+GT>mBx>XU{TRES~Cb~o3YvG$$XjGs{CwyHxc3~i23&r#$D0RG&c-gD;SRmEn(}rzNrZlDmB>yL zdgFM(KvRYS)P=Qww|Sq`1I6ZcC7rl8qrf*64}K_qxrUrD~3=MJ4kmf>Tu=}^GexlR0)3v_QbNIs?M0=22jOA->pP%F0i zRPz82)E!|gs`IA_Y*gv z-%#}XziYQ3&VEau^%WJU%=J~ik{SeUr8Lrw&C<}Bc`ka`h?wgVzLZ0g=1`MhE9mo? z9eOYIZ$8m~P3&QUSU`HVJ<&&twYs9Lkam+z(dr`!8dF#D*QHXS``OZ$b?1tpQAkru z=e#fe8hlt9AwYt(KNYs(_f?>QH(|q!dmPkd^55wpe5!D$TJ%jj6IvRI-l}oipik4L z9mQsZ&-cd-JU*v@Wt)_Fl`c}DQf&J0_D~Th+;6sji~oi=ww5UOH8+Mq_owR@LcR!N z?DU~gwVy;EnxYJT2-rY>)cN&k617nCIwHnpUo%v0X1()dnFMV{Z@cd^T!4C(EHlE# zz_h?WoX2HJfM0`!s}1y_>rs2XB#ay^ z^vp^kL2prhu~08;x=qYT~%*{iB zE`OKC&mvAxYdX&z%SHv9I*RuHVINLCbybeZE0xI8hzZnfeBR^o;j5F=Fm_%KYNlt6lkB-)!)`rp{C@A zOZnG0;=UtPzMm!GuQOLn^v8+ZL|eaqjxRg{T7L@~AAUt}-N?nQ*I4wS>S!>}jW}tb zu`7(x7Brw&vd%!?iVXP^3e9|rBG8~+?CBdI4%I$Ir)y{>kUUn$X;vHw)Oi7hb<{U} z?W>pVUrvJ7Y{3|-%e>Ibvw8nVE+e2CoRM;`3I*nW*Iu07MR0Zp=c$q;b1-CoOLGz` zAt5EWX8Ouw8%#del9?(=@Jz@=PVJdFOyuKq3Mz?&>RVA}(egad<8ih#ty>(LZ&lxl z))s*}=Hr+&Ltn_A4q9z}LxH+`-@o73Liq7C?|&}{Zt9y#^Y0XM0{Z-3w$=t+D3eyy zzaF6vLmg_2mjvHY_-wb=3q?YI7f*6`i437Da&lcyWC{QHD9dWyrvXi3%aI!i{jQC8 zx?zWiIZ)1>x|}Gi0gZ8F>rAIO$QziCwpelp8qdF~S4*n!=Rb}=D>C{pVDfFV`8F4f ze)LOq`+r1E(Ce&@{hkOzMe)($ypNz>-l67H+Z3j_aDBNR8VMbLIQQ9qv-(2&r|RvL zul7)IIIb~OItXeL27Z02je}VAbzC3f%^`jbgzsV_;m_LnsoZ_Uen#|Odio_1{{~d< z${_f+rg*x1Pii_0zIZ+N*Qp1(NTPP4tYJVt^7$C7*hAjsK%=8q3H`siOgVTr3L0{w z$*RWRS|)KKHf3W2@|LSi=b4WTxAT}E@Zx<-8iu=NeobB>r=PPaKFn;vO+(ZnhYQ}3EK6+x&iA|4d z?4_Y*VO+D;eGY2(zw7_tZVV-N%8wUvQXuzKx(6?7B(!Y$y{B)VJCv7QKCt@_8EW(j z&M4)&K(U9p!qR#bcRPWzkQA*<|1d$9d`BwBB!l6L35DRhtBf&$EHqU5Tt2zx-p-G zh2uNIKGRg7S;%?^OKdYR_&nrded3^WLOU;GTpxzZ9-Nqe(iDMOqjG_&t8tLFMZ7o9 zhu8<>>~G&b*hBZ4X!_3y7s#QAeKjL|Ki_F|csaow+IUudqMsK)ZLQ|Wy%#Fb{m{{Q z^KL5iZhXbyu_E%SubJLHenN-0>X^+AvO~R#8|}tNGpMA{6BA5w+RPo>#@X{J5=aWeiLndiQt41%9hAG z6;NE_%yC?Y1b-AYJoY>z&MlnS=}wNvJjW0(@FKW{URK5(>kC~I*}vajbc5*~?mxWbgZ(Oq@D%lDG5vtZOF5CJS{BHE z&{{TsmYl;1wPqqJg6xqnQqd}G$I%NE-I^=2Rqg~=ucv=RcW8gjW%FvC2wqC| z_`5f`>>06Vl~1hXw%#ORe&E>dc13&qn_#}aX%pcif$L@8xpi=ZSrGoNk=>BX zM(hj6wgBg#TR=B8{4jV}2xuKISk}>hji8u+Yot9h68u^MHk4Tq&p*Mo#kIi+>bTE! zWvtpjXT(6+y!9MZKF*h}%a_JXiJZ^UBazU?a(_>j3l*~J9tnp`6MREE`=_|o9h&%> zD3Kos-q^p6=k#*{Na<=G{~e`*HQS$+1daMaw}=G0_0>73V&^P=D=q>IcP@>8H@ArV zb0o~XlZyw23SXGFsYc?jtrwgyk_`P9o$obOx$;(^jr^- z<*c0`&_^>|+{6j)P3Nmn(2IlIZly|he`)9z-{EAEO!#9uPrY7$ETO~4{j%1DG(%ko zXJqCTaVX02@?NYC!f$JzSZr^0huYI4o$`&5K<|DeaGgUA>PsVZzT{g%XKMYBc7irE z6;K5GqogsWdb``ZDMG(HK4v-C5L|y`_?R8AV*Q#cgLQ=7M7C_~C?fJ}Tj=G4?F>ce zh$=~oBJxY&rUPt$QTv0C;w^IE^%4&>x$}PV5>UkZX$@u%B1q5|^-){Wp4&O^10c+@7Y7s z+Oqk3lo-ghc*rv(UjkGwvZ$2O6cpxLO$@xFLhXReO~>DE(Ca&TdvP%wdX$e!QiR!| z(p#E;ODqMdsRv&Ce!u`~eDhxav>0HlrM{~fmViHo)-~>0RE%PkY^B^G0hRURdGnxO zkoT%y%)d-}1-%i8;`A+^%qc3etxp>5ydmE`k%3RG5bt>G)@@ zG^oo`p*rZmzTxkRP(PNQ5q_8On*g~Ehl~EuI+C(7@t6UW_-l=P9*Izr8uHb*l=xTa z+k&$zkpoUj+g?c{^xy46+Pw$F+-OJIb6ppQsv8Fa3QARA;IZCurHX%0cX>nGOs+J< zsHTd4&c~9m@N}yASP&J{e55|Sa3g%)Uc+MduK#iAZxORS=2*w`RCgd-8k)NXZ<$o^ zV7d7Heizw9pr=0Cf5dwfI!(qqI0VGuTgzwBL#8B%-g?S&R~X@=75`%7UDJWe`^q}x zwmuYodn=*wodRvQr^<#T)1g=Q`?UlWPG~)U{ZYSn!5rxOb#>5T}~k}&^HuvV&`KL6rC>?Cs7E#P@dnJH!VQS{{~JK(Kx6d{+O-FZVtoS zhc}IGNrx`&$(b;F8=#bTYA>8{$E57qF@yDyQ2Y4Mr-j{f(DwIbV$R?{ppXs}ZgHYO zSBKx<&=Cr_GwOs{FOi_w^Iz?=3p~Jo(0Lppc!~vT@BKZpHarXl*h+q|_EkVePTP=Z zp*fKY^u7ijcZaH1HA;`NDL_xAHfEHFL9+Ell^^`(kk^(Gu3o}~ilLX;4p)MJZgEOu zq#_7%BW?~YykJ77mB0?i*O8F7Co{YEi92-M9&`{MB3{?h^kQu81lDcy8BMrxO|8{q0zh5YEv)#`9ztJu*o;iML+pMIw%mvA(CwQxWuoo}g9guZtpfK$ zYsx_E+D&tqwT1gA!%PKpYxk-MX}IINo8(jtBA3^0S63|vAav?AQ<+<54r+Sd$(*M! zF!_K8)$TSG>N7&TpV$+6vGVkP<_T?4sO#UB;hnL*fXEt20kclgQGQM>jHDjNiq{4TtJM8a|5S*)hF^Oz{1o|i(t_ehQyxy8wlQTcVphktoZu?^*KR4}<_{m22f#Z-?v!*}%Q)3fnrl~-E%AaF8cQv4> zMKx?@RvO}j$28}O`J)>-KIMNU2EA9MQr~i1fg;BV(b=6u?wYlK!!TioS1ZCdy+|~Fv%Bo}f1gL6-WEVUmllBYjA^pN?>e0EvCNoya28i}?>wSrhU3_> z*~;|Jw>b6qsa%u_+56!ny=|N zy*YR73jH9C%b(a%dGscZ*H2{i^t$1U!M-EvR}h(rp6$VZYcJzy-z$Z>@hv#scIx$o zAWxiGb`Q+_sDTTn2hHTxf5VxznK6$Q8gZF7YlteKjN_LZ&z|AGiHqK+rtDJKaKbxP zlU4a0PR%-6+}Y2Cv)PsH->h#Tv-E-JPtPG_-rsxgY?cNNpOZD*vQZV8KWO{(%iD2$ zlCtmGxhv#7KRY zdRe77RmD>2wcLTDQ=v(7lN)g4&VKUb#(bO+9}@e2$`OR~Rkwp^z4vft_Z+2cs|!xs zdHmp;*ol)L-?QJ~6vrhNg#!B%@;HC3b4qaWN;%3&d?W(<4EUl z`kJ-r*=!XYPZ|=Q)}O)&(Hj~j>Y2!-1<}^B8R9bavv~ebLmaB<-Nv%h9w&>P&BPBL z#i>?*Zd0LJGBS0wbcZ$1;G$thn(=8ToY?;SW?Yj6PVG~f9F>bhCi%TW@~Z@#YlsT0 zThhVt;@q#n#xpp=xpCbAg?d~STasDX)`t^cKl$)%-i70{8D0A}|HkPKZc_OBO*kp^ zx-vyF0tW&bt^N-C<9K6kqvQKZT+C8Ar>*yY4j2BAHryQBkK;QR)!H}eV}CPsi%;Sb zPEqfP$q41(Eb!e~C%hNu0`5%d*972L?7>s0A&Cxa9~9x@<3@p_S;X~!ZW@MLu(9BRyEd=7atxW29sT6jB@)i?s4wO| z`hqiFtpA*k#^7YCGF?|s8%O4r_SD>WL*@&W?XdxaxX>k8x1?o?lh1s34;$5EugC|Q zRDKpRMUPR@Zvv3WL z82#o6QIo{g!UiXqd2KQ&Xdf#%i;Q#JQ@;&0VsPlmm-(!6cAWKgu$_KZgp*wLZMT9r zaUk99lB?<_Tx4uHI%;A-CMg+zz82~n#L3xu@tgDf$Xu**d~&H6Cm(7lzx`~9bGbL) z+%>s8nxa;fLV^KIK?Qm~?D=|-p zxBa^Q>?ux|&8Plb{D+HSySSr@LUHo=mdCpu2jWD6Ek!`Z4~Okd&P}c(o@W$RJ1QxT zD^2UvC9K)Vq@T|n>XK$~VSn^P&3hYhZjIv7#7-xil6J9L+HH@2vj!uP0~r%ITluQt zx9$i|r9Bl(^nZ`j!*0}_BCzdrDPi*`hYql87DBtQ1qdiR)EE)(ZEW*&EN3YSHu$py9=II~zQ@PeHc z7rMRonrd3%(zn61f1O8hge1UVy?6wfB_|U2v*U2`uB~o%=y_zmyRwhe7>|P|Rx;Eh zh&g@}en+53ALm=&z8dQ_MkbGO$@Ql;IGgNrMuL=wb6Qb<`ByL4;)KqrGXk>raYXp? zOIvnD99NM&P)126d?F!GY0wNOJ0=3OEyQqk!!7n#Z**{WOJQ6C%VlI#$?V8H9E!6) ze@tFYwZp~r$L`$S?2WVCQyJ<^ADp%2w%aVsiZf>KpKqJpgwyAWbgsX#K?b|_iRXpB zIB%hs6TDr29p|YZ?)E-t#YL^bW9plRaAEu24Kll8aqg(pO14rx&h)0ZycLzj`41tI z{6f(<%HgwAm?VWus#UFi_gQgCrZ-(F(G92EZ+k@;JK(~RKiiIOPr=#y`vy{kJ&{Sj z=~0@bf+J-4haWRjaG-&%`ha#8hsWnKZ@LiYlWZ}6?Yob-G_NYJRA7nBfyJZmDqYE> z+nJLSvYa?J_p-}$8!wJjQSXWtaN?{Be^#n;F-}wqbF3~;;WVkbdP4-UCmx>pcU}^D zau~LeGfyG&BFAqrwF#Vg_JQrv9WR{x!>DqTGQxTNFTDm$YB9ZyEaFjMdsfyvD=%TBeO$F zb+<|qaet<+6Q|#jNutNoPj8aNkvhNNPs!JDRL(?8!2Bvs_B=fq-e89VH>DH;*`0Ad z;*r2sfjpePaLdtN)&eI@m( zYMf_tnbOh=!fEQ@J%jtk2Z{XC)4_nB$n*K+0DEZyXn&EFIAI#z}#joPl>g;{=cMx15H5IH~`C z%DYIV8;88i+*2Rj#L4)-yCbrXVZXbS<*suENGr=78+v*enLZ!>X^jowl$%JK&eF|Goh~kXg#Vy8MmvDmr)i>)`QaE2@Q*kLoAE$4B%Ho~% z|KVJuz`?C|LkZn;jQ(y*!8y@wUH`gvm@O6T?>gyxz zXgP|r(w&B;H|KHr^%C5Dp^cM2tr)j`LoFe;oXkkom8= zduGpioM9#(z40Rjrw^ES+Ie+<;&PEM<=!>}oQN->-LjU#iNAUG56NiZG`r(`=T2^% zea32`>Gc&SX}gXHrkdb_UBFbux0g3RgB9tIJwP{J-)P8;?K1!&|owkpgHq896q4G3?)0j+~L`RSfssDu!I4yeg}ZX~l3`u?tSM(P5Non(Cat}%^Mg&HZIF}gT09j7O{ z{x&Yxb?(q{>%^IR(uJV51^aUp6ue9vaWUfav7D7coLhPG(@%)t^s0ve4<|x!;B>*`ArJpB-6*o<<bYsK=ozl0roLM{{v0RHha9(CJBKsxPd-r9B{<9~J+_P0852Jq|Rc!p{T_2CYjKVy5Z#DaMKGq+g5RoJ z*RdMmRP4$K|8gGA2WND4J$J^*pz}3xSsplfV5VQUssiVK4qP?Q`07JmbEL*ew2k1h z9-SnM-RU@A0MpSeKGY?At-U=8u*{UWz;IuY6=L zPS&2keDepf*XidqyKAR#=J>{MW;@T|G!Jjn>AR^oUH(FwVoUJb%R1(sPfIwPc<)1! z=xbcEvT+iBY_P@A&HovU)(Ya-f(6I2Yzs~r*ioFUHsI*nytn0Rh&`S;`r^lO0?t|; zUd`O9f^+Gnjb>45IFUxFRgmF>BZl8706I>d9I?ErMP>YidHpM187IF4L#=C3I zLpaaHf7SkL9ht;#Hf9y`ikRcu98)6ia6(S3Hd!?VC&>9uEsb%6{>7#r4t$7X=@XV= zeZO$p;!MIN)&iW)m147sCUV|n94)7J38(WeJ~_^E4aa?SHzY*Y;#Bd0wQk>yaCy;I zwolZ55oZtC2=zB+5_>k!`5^ZqPPFk(8V*k(vn?sM@5%sqZO>2c#lHV=wrEdtPn;Ca zrd2ilo|MF1Nwqawo^#;Lsn)t0VGW!=B0kV3Z-XKx(!#PDa?fuRhk$Lie%{QM%++>#L&0hjJ`*83wwN8wKxUPfa zQEw)p{|{N%xQdDWRWqN?3z)+3RLZEGLp4sD8;A|Z=HcW86Vn5y2XH~+RD;6f>o}Qx zw0HQ|VH}SQ*3HV1#km)Z;)D|~anSpwQvZQboC`iPTzF>&nX1k2I!|liRQ_>A9Zo-g zoaOy^h0%2a2jY1oufLnd$w%2POr8mx6iF%&^x2Qo(qp!TuRr2MRCRld9>Mq9cZEFl z_=J%-~Ahei6M9LW5mK9|NijDzD__upSpMcU;}dy6JwaO~^PpQ3V{IRBYG zp`LyOr#p={oD+PEW6^FSof>a(BGP|R*j2KJ)Fz96qoW(F z3{>=S=~;@86;RnoBsLnX;=_{s~Sfu8GdRw}8{B#-iHkTFB&D zuHyfjL-xr@P0Tcb?vivjUzmZpu4wW@=ic{OAvyxznGsM?M|r zw(RhFdUXV+uPGQYYgBM-y+*!&W-=#EMkncaFZih$ciGwXT?$$Kw<5YoTr#WBQmYL!7!-e}d#m?e?Tz}$^J>A;4 zxc6UXd`AUNERo#vBkOVYX+7sNp(>oQmE*Reej)sO{)&41N;4txBtZHHBu+oyghMT@M7)*3xe0jcWn+h_X|gU za@X{E6%o1VILlQPNt{b+qL0@-!XcaPPfv7{kr`+**ui!bnX9|ECV1N5+?}m`lflC{ z;drjw)%GKf{w0M7tf=7X#)}fZ*N9wq&!zb;$6H(~%o#A|jmJfQDTkGtQ8u_(=;EuI zaT4ck3%G9V_r--tj@vnvM9wlXx>;KohojL~0z*SYknwF*>qsQQV_ND(PEWp&NijR8 z*7Cf^f#YYM+&jV`xMk~(Bc6lE=;C~LE!h{xtYfAs0vB-Vz=8LlvSjFeZaIQmXh%U;YA z=kJCLcA0k)xkftj2pi$g6L!<%mF&nYz0>@{NfsylX}bS$CgQY8+%M;9E*uSE6><4F zf!*idC`qL{;LOe*;iK>Ram;Eye}H2RG7CC+dpPxQF-Ts2=c=(c&iGzR+*BQd_BPwAg#=Ga zKS(ShbZcIJ(x#rKhV;1(LrbzLPGl&Fc#oJ@Zr618+Zfp=>YuHC-k*Md> zGH}A-o`SXj##5Z+m;G>z!i|%hPDbyTsW>K7({W^$;D9x27kupBBQt;;*11+4Cta<| z?!5VbjiV>_asA^Xa+z(QgK?cbt{7-!h0Qw?KFK?2F?#|h=*LW7uM5Gcs{g(3K8bTm z+&{i}^5WD_1*gkzeh@jq%CODhJC4ZByj4yR#sSZy?PtekvhzJIX=UBp5WIjB*Jh)ChCEVn!h6#PQhy}Q$*+3Gx`g0Z#$QhP zYC_*k>)v1fpMD6f&y_#Do!|na>Ux&rI1{<8nS<{D&a4(xzqjiqd};siCa01A{rw5^ zec2Qo`lQ$$XP`plwaO{`lC?N>@sGx8z&uXx&wlAw(@gkN(Gq{m6`WPt`<%V~1&(lk z>G*0mFo^vzxcSmh5SPtd@|9D4ang4`BhiG9*sqX>>?y|x9m_pt)%^_T+&A?9fL%Ce zR`gKw8NsvbA8kFNZG%j+`}aoI-$16^!?rtP;4YkqrXPq@P{a8KLvN}7*l_Zov7+wAG=c|5$9ud84i484-28zT zXX|M{WuDez|1q6>8Rz}DaP{xd#ka&h6gMP)lgq@(Q(hi?`c62>s(h4IAWG~TV^MgG z8O|r1JN*9D|Gv-d_x1bdd~o)Eh#*Us&m)|6rOyxL66ZRg?5fz6h?85cP4}4EVc*B7 zuNl(>=ZJB2%>Ae#xS}zpKRFWn0;at8ul+&f%6iM^ciC|2eBT6*n;lM1%ZujyBj$N$ z;@@JfTga^5-3{TqxY(()K~t#>$2D(0j8uI}CJD~9n;5OdndeDPW&&h?WcputJU8$V zXX7oh^|D)W;eG6XQBMgDFm;>p2$?_}I3zHUdXpPCkFz zQG!EBIX5l2YjMTiY`@JXLtJwBy<;~|Jx(N6L z`!W1+L8#Ftvtg9HCVzK-VWl78Gv$x^AEZ1$rd6!Ing_ux2b46mbJ=i!QW1A9e*;d) zl8o5eb|9@YQ(|{9k%Q7Ig&Av|2_Hk4tfQbW7CXn?pD_xkpgo1mW``d++Ge=WyzOUiSS!st(THYk7L% zT_z5SpSgSX*a9vsTz*^Jbd9KY^}(;Zd~s3qrLeGf04^@Ym>hQ&As!F8_I=+6oK)iS z@wW)ZiT0tt-OFsq2EXn zdzouniBm<+uYaX~oW&`vlP1#z5;z?cyfUD00B8N2YQ_WoapLYBmb{)t951$^Wb=}7 z(pyZaWu+9SI{G|Efv4+D2!8kwS`A*)x z6UUW*9#+g^!AVV@iAPVi+phI--m^k@>v{h zQ5kNxC356{-#^wx@&upq23)$5%86sHUpQ6E^l^eyH9}p@8t3h$cMj?5;=)ZvRDfnU zPJC<=d&e*)_&&<7SL`hgReHX0pnBkZiJb5cH-i739k~0xS_0>i^?lC&amHCGL3cN$ zE*vPXjqst1;8@g?+&yQ_iTSR5b~IT4S9_m5-Xd{-0-2g`ZloVt#>p|GN3JXRIM-p- zpE0C>v#&3`^*9PRcTeK`t=0@257W(2l|O{z)8!feoy@`^Q&H2dPlO)4ucIFsiN%Tc zdrF6ldkI~&ozn6h#>J{B2dersp-;4Pl2;vYfTic4c-{(8cYk(Vn8*3^`JQDQDLCa* zt@I*)*cq3OTn_M>nrSM*;@s<@&9=w?;B2zyr?CttT>fjelbTh4 zGvw)(=$=}fo!`)7$M*`S3OsvcYZq{N?!sQ5?hqVV%Mx$7_!9fJMbGK~u)`@3`mBdPmOU*Hq%G#-#LPB8diGP2|kfb7LX0ziQ`%A zdzZBhu;<3TD^0;JIMeAQQ`H!S%)S`g2f;x&-G6K??J^6_dNsGttX0L?$b_AZs{A;A zUA4?Mc#TSMy>z~i1P%KVgSIYb4&$Wz=8et+zBnW5Z>zk}fWvQQW-9|$ai-ven&T@G zoLJEl3KS*!3(*=|M7ePAd!+K4Q6eY$K6Vc{<4fcVudYoSp5fGzT%ee36v5HbW$Ug; z;?RM?6fo++h5Cy!)_aF>G{<6hYQznHob%MGB-`vj<_S3$-fQo0S%0>6p?NQvB+`BH z=Pn+c-sKo$bB+}kGlm|0k2EH7{(;g{)+A&OZ&-PrP2@NrU5jsUL8e8=^v)>-93ty~ zj`w|tLn`7wOiKxFb8S-GN#u@+6H^*}JFnoJg915hu@)CzD^D2Oi{pI9_l}=`CAB!G z8co^9Jb}|^SyCwfd!MoU^4B-FLjUi5^aiJbM}uF*vFW`}-koX8z)yWWI*%<>p!iqPj;G&B zuxnHBXw(r)d~GxR-1s{Q>qHhF)^o&Rn@8umLLMsiYZdOf*P3rE6z&eh9uYGqcZ3r&P zM)CeB&7nY~~={4%j7%eGJ2(#xvTOGZ%1|?Fbo*9|zLh`pu!@ z*kirD-&BxBqJ)PYY)86(XV?&V0=xdDysF&fj?|FQQ~NhkvBv%k>xBvxh^u^W;=!+i zf7q9o9)2TXS@x8e_!e=p?0C- zn<9}q%ID2*6^ZTkGPP`doJf_k7!^Ovj$L}!_m2A7V~^5USfc7)?7MXO&kd1(P}2X; zPdYpi`;P4D*zk)7|H>b`rRmI^%1@qeMb#mT6UciY%lCTC&Ib>*HVB zs#|&~RHXl>{VUFYhz%*t>y{{UhFBtMM%wv~=ub+NwCk8Kc1uTG(kk#ove3`+{+ImN{vBWc$l2V_Jjg`)M zyn`uN@L{Fowu?Jv+O{|gSE*pj##9X2rVRNWX2+Ue+G9=ltw)j-#2iaf#&U90ka8nQ z&U8u~8``-BPkrq{+7aGaJ8NyEM!cRXIbegC#r$7yTf1W|W!uJ#m;%h~l{*ow$b%j{ zcSmSI?1kNbnyW~u$GT04TNK{}Azgk0<%Kf?YjvOIe>8H!rcYeMer=K1F=G2^L4z0D z+;$85`$}TU1D@Ml{uC@X{^B%1qGH7_F;>Sz=9q5v#h|M^KdrYxnYiiwaF^>)@MZE&Gc*Wc`6xy3!-wPc2{X&slKz*#qM|3en}WT%gWa*Cz1~}Id>Hc%wps;^@?gr6ho36J zJKsJ#NGCISu(DogpXpyjy9Cn|{ZjQ;6osYc_M`C&Yl&GP9A{Or4 zeThTW95M9fLEkW9&)GDNskXWxz1+S1s@5P@tH0bl7QsYn`lq7OUP){dSzG$JpaOG$ zu8j}~l!z6>Vg`>pC`eh$dbso49i;EM+pBN3fb_33Cl5!sU=3dvRpCuNHr>-5@$ihn z0zJHOj+LnQ`k`O(lJ-b`PCHYX6^ZG~X?*X+g5YMfLBQe(68?13*7(dt^w~uB(>-TJ z%;dONqEJJ|@(X{}2d*|Fb+Fj#c4;Di);~yG*eSq+^<8gu?y%@%x9znuzAvp%XRCO2 zK;IrI`-g^X}#eR zcKn=#>bd)jN%}8h}n1nUv#=7Ft zo>*sSd4Xh0#hy$16ukD5u=e-;j@WP&to5!k%O$H}my3;+)^4KjAv>hq-83*ohs(I^ zy9iP&?7xX>Ct$etcKf%S zRZ=O!$g1etf2-11a)Mlkk4v!ofK|SP&k<}*xKViao<6oQ;vJs4uwq9odXzsS`m^Qu zvjv+(tcxg1GGTFpKPG02FMd&w8m_YUdAcN0gkOJ(QJKTyz4LB=YQpT;oay7ToG1Vp z_trlS{-c6@+YJvM(qUki#jQ^^2EN#o*0$kc3JH7aX}==p_F{|RMf`Fl3=0LWtgCMg zLwez~58bf<+qacJ`?hofOI(A4cI_>|x@J7eF0h2-LSD=@xNJF6`&ka!~H=i*dtnhIOf1GM0@r9 zaN0@2`taML4-yTr;g;9xEzxGoOLB3Y*7e0+HlEyHz2WfH#a>55-yOTF8t!#nhaSqO$`A_Sa(5Sr6NkY^HYGtbWncF0PG1@b>O4OL>yQXg#zvwf} z5t@k4W1%3uJ0*F=F&*8NRV#}dW zY;C(xO7uYZfkaGS%%A5ULaHWK{jq`vp2S_-x(w5J%W zH)C_D;z+Z9PXX5dpwI8UM*QAeL8Y0CzSyI?M#Vov5bG8-Zcl0@V4qv)ft#CNVl9i- zw$H5X*fo|eoII+AF*C25)OLv=?M<_8^=TEz6N??$`NABNsP5~nWks-^N230+Y!KEd zNmpI{C5i2fM`5ZoWh|BR6*PGm30Xfr+1dNMLq2wYh%}!{MDnqxZ}iyWu*5l(9;-Bm z<({35y{99wWiEJYS^+!eXQyy_U!o$l`{<3dt@hZ_VcxbBK*5?Wjq{>g+#yfRt%ya* z9kbbL?$r4Zb@1|uJ)aqd9c#C0NXhdeeUqZKNV+Wcyzc#Ya$*a1*G%MGuy4o0&oV!4 z-HefcrasZhGT{raZ*{MhJGtX;ZVvI+IwIJmcD?j7k)JBH`U;!FnD~4Cb9l*PDt;bK z-%8)-j=2kZ%Nw=C@#up$67`7$N6m;;Tdn|IK%&2UfZx459jSlav9dn!QoI%q_VUsV zA~ig)nsu%`Z)U1Zd-r(6|BkB-=%P*2L~fd66FpGU~|(^qy2}PvF6Uc-n-fM*gWKPjx4K& zP1M-mGFu|C`pnx4N`&5Z=X|)qK`M9Sk(!Se@o~`&n>4bhwf=$o%^4! z;e2iwA!EXSfYTiZG%7xLj0|F@V0rklAClNmvWHibje=#I|H-g66FN{^SC<^i1LU<8 zH93!Yu+1*>@WEe^IQ)WRO?M4Hw&Zx7iJ^;Qf9N%v=iw9;EVeMQ@x8!fp36@uf6aTagbBT`PR3!qs8l-rIt6~Mf5G)Zo5)8cg&#}0 ze?>6=4eI!X#v#4!&GnCm?*Q4(T}woU$T|9~JIm&Mv9U0&Jj{@c{|=s1kf@2ne%ap3 zt9rWF7r(1!bYCczov1eKx$TQ}uJ3jSJM>`3E&q*5XT`AcbTj91S4Hfu`w;c)HWNEu z_&*a$NXN2=Li^p{F|bW}f%5sG0Cp;Te@)SPDvjN^DIkH@4F?vS-LlHWFq*}LDVR^p zXKAh580jpODxZ<9%i4ndhs?6mx2j>@UD(y|(4075-7ZOu2<+bEBokO9jPwf+ls&SC zvH3|rwywMzws9o2XT@nla!Qxe9N{mWQhM8~_uE5u=(no#SM0GtRlre>$Tyv9e``Km zo)^H;^>5bOR!t)Px6RaLK}jUrnB2IS>4M!-<+AVcGO^Ppf7?lOdrV!B`xjA3@Y}p3 zPf~?D=Il-L{isJK^lqElEj~7+%?Ffw+}!}_bMSGLm4f7H(s9K(MJTqDcBj6w!Kzx; z?HR5_-r--77F%US>fD#%UrPjcf4q&5G*IHjLDSF>eXejw-|3nb-=UA~Q9eF&6u=H{ z6W6mBZ{fh-4}NwR&tfv?$Bsa55qzI?MSI^bGB%z1xaQnM0ajE|cf9nB#N1O_`Jbl< zzl-Y>sF@YO_UY>+^_MQ#^EN-*WGV(rEkAQzT4X2osb7Ynu8g#a*24+yf06KWx$(?F zeJXqz>HDvGJr$cuEpfcY275ENCmsGt_^Eu>t;Gluc8hU+U5R2MEh)10Nk$#E)!S99 z@sY;Pqdhqna^o;VZQ_Syy)^dE+WVCb5M149;VIHa!G9LTQv6f;m|teF#;u2f`JKN_ zW`-4!{y>$h?(_@}jDAr|f8(WKOKEx;$3;{4Tb@i^We>rRp_{4eg1{vF*Q8SWX`eVu2um2>ErDONp{Bnxq98xZcoi-_S z#|#sF|A@0T*pzVp1OK8J*3E})ekM!Bto+!9`~&9LU!f&k{7D4=fBtYOY~C=3HJ@Ze zYyOr%F7@{xyLW^yxaEij9p=HB$?1=eRLPLdYi)I$+Z=n`$KUIp>_eI>$WWfquvJV- zZ#0?$HGAXLR<#*eu-oEX-9ZLcK3p52EjEX37dNj`3ra5kSgar;|D_#j(|@>%7thVt;h&Df>c7 zuzAf9t#@VxnEGd|Z}}~;|66v`w}K>ouW{(!a*~Qgzu9QJe+}c1mY5?sOY+0IVT~dG zB5iCGJmi}9OB~bej??CMNE3X^OHUSK!(Pew&$lYWu&&ViSZx3=wz}>-`F_6{HtSUz zRZ6pBo8bxT2I*T^Q1MaI_)!Tql2*BX?+k@>8@-BSqayfC^Wc|-5i+JkPH?{prh><` z;`fJTM2^@Ze`s>RW&+cP_vt7-Bx9?pKLmF1;`<>yBlE=_>sVXV65C1e_k6dmYO_8L z964)h>ZpKu*{t_s#e=YPit%aAbPk)vMl83lNMdiGn#09wzR=GqcBwJj09&`|ZT{q6 zfWMqvbvXD`u>1Bm&FrUyAG~u3+-_Hb{c3z${38{yfB)2%4@np7vF@2@<4Cjs_S}6- z<aWFFJj}oRIqO6zVB0-OIT~szlK9j4y(LJ ze?Hho*<<5#9@Tr++SsJz`^tbz8B1u+bwb|0*mkArPu8+DHd+0da!oSCoKuWk9$tMY zxp*|^N;DPQ`i1vnCXw@H?=-KTH$>`~m4Tj33AW!b-1~9A69yjZD&po;!R!vN2YJbn z*gS90B=R&J$9U%Hy7h_J2a9Go0%l0@fBh4LZ;A8of4*;ZGx7RztTvK&iTrk}E{R9Y z5=WA@vk!ETu;bPI>b#Q}wm3FEXqa}xu1mrvpV!)8r>5@jqtY6fzmHK&{*j3JrfEiB zohp!aY0s;2>82NEJ!v=D-Ax;S0tBe@Nq$ zmkcHRr^Gmr%1j`*{<6%ugeF3tUaN`eoqU8;>j_gODh=u1?{KP5H6x9_U(!*Z=%c6c zxk%S~9Adptq4B^8YlMDXuKh`H&ANY=&CH0s(Kxu}{rYz7UFUtCddvywvuB=Pc_W9F z=l{*;y7NF;rhi&)D$$3M`p}&^f5X@>`R1S1_Bia=!7arvNcfnPZz>nmu5I zA+7Icc)Ob!(o}Z`u6H-U+Q2vQ&gwzfTcF$HU(kRp@s*{G(uUaBXDvJVhX-j#9=+QX zCW?I_@2|dJ7mt0O zt=s7k36z2@cQzjofM_F|dpeWm*u}%SU1+l!hCXBKd_!^`2N(a`Cn<;aAP|UUGN#RY1kPOMh<%&LM5R;+rjnwon`U*z;P`KP-++vDXwx z$GfrHwzC_NAiZm&>XtwvfA^nKFl@UahJzcfWuK$E;IEH+wyq^!zwXiQog)OdRj%vg zJN70B8rfP!$Ay*gyJKkDVwySr$}S}o(H+7b8q35UB4b66)$d6&!mnS(X3m)SB6aY` zfiq=ENPQF1FT_pM=glil!Sph$KW)U;8On-PTDvdI`?F)8*IBQ$f1gBt6xert`zYaO z{BPT>$rV`A{NQl!p-3#=-ny>az!*!{7scq(NZ9T=%6Un~29pMUuXyZa!XNHi>l(rt zNNK&CsS$66^*VcAPu&;8f}0uAhYO^!7eBbEkd z9(v1djOCrC32P&4kp5qY)-|zj*s2vlPpzuJ3aYK^wM!K27<;=~_f`X&+XbIrykAfF ziq~2$9x8UTyxew9FBF@cy0WR|^_a&HyR8*%4~3a&I`Z@Se^^;4>n5G(i!|rTpY~4( z9ajo0V#yG~9FdrdG$jf)?$?Rc$cx0^d$TFpT4Oez`l* z9W3h)KY}C@zJ8;^CvuOBwB~ZX<8LLg_NmIN5)XE$=fAcGtE6vIleNzQTTZIBtZz*8Qv>J)mK@Kv0$DRt>YmO~Ofrlq{6k$8( zu3X_9GUg4v-lP}lf*lPf4c1P(!{3FaTSQjG&W{4|FIH}0x07*WB- z$BDCnFZHp3OZ(!!?s_abBV!)TU}Bd5!~J)zAsXK?f4#avg@mmeCw@oXAvn~fRe_?E z1pjWBL~V~@V#5KW^W}p=So6T))68pLh~8MC{!&2&ypD;FrwWmFYKmS zsk~UqJ`wL$#=u}NO_s|N=Gc7ah~srXaqRf^N%hiw5p10=?0nWl}M_&rSV?oc;!-MdBGUYBU-xu|HPCuGWA@=HN zH^HL}} zoQmX&+eVi=4K3A_9BZ~GlQiw%{=Wgj=#V1>aR|M!ucNbOJ5`@72=TYm=K zK7E47S39;o|1KDG&lxMLnYTj@B5BDjCqT+TJ+PV~jYZq_6n`^xPUG}xrE zwL3}o*;zF#pFi=UrQRK>$(e!N6-2I*{>c1Zw*WW4|7RSYLc)f123Hb|qp)+A$kNdc z3YJR=8uQjkV|BO3vh~0mxWneDJYy0Te}5Rhzaf4K2fi1d(5f-RVoLt23|%M8dft(o ztViTeol2>P<}OH2ed#|@B#Sj7pI>?Gi9!1O;{5vG4%p+oy6p@r1Dl4dO=|!5cLaM* zS~M7YVAshz))kvbNcXGS7JWS&n|cDSF};}h-h@NH`wkhaFI8RbYjVM6!=$j6e`eBP zBbu42cZ7r)=bT@g%uyk`Wo+d7T7n;Tf8q*T?~YxDd=7NmbZk5Qsf6xrM&#zw@P#yc z?2*1Zq6h6*-ocd7D~N>mZ+Go_yU`tW-)Ph(xR3}QDKtNqX9(n>=W=$t^|5IrWGCx= zGX9lg&vrEy!AdihSMe?O*th%Ge@iLJTCAPAb+>Zpd#w|`4gMl?Lzs*dlYMIk1|yJ?kSpIJS&uF06)XZ} zw=mu_)H+X_j9vGGB{NnDf4}q|6`g)Bf)_V!9rcwX!SmTItzoC#F|Ax6YH7wC$RS+S z%*`%Xdo4LlVvRr6SGAJ(h9j}5B_g$(%^#cpBpp>H_K)Tx?rnT-4)e3B(*GW4#$2{+ zGp`9nVov5x8@Ld;N_P>GPpM$O$uSSLU@B5%YH;a2v9Aq>+gXjwf1ugbWTn`@8Oe{g zvQ+x`VoTqXkPq@3u*R$?>+Qx8tbbzfCLjb!9#nbj16MhtAGr-w2hmHGA-PmNRf*n!=T}r3FVT=By(CYuF z*p>Zz_Z8uGDDs@YfBB?_n49ZG-(z*8v3aNLN@k-Pb{zJ)Zgz>_=L>7op2nFY{nEXE z8_$U$`PP2Q_pJ=1FE?Ha)#1hDkLKC+I`&v2_h5fbDig_RpISdK*^#!*^Vbwqovo5ag}aCzeLQje?#T6fV*kL|9!9f@-) zjjMiqLC~$Ri{C1@EpP@#5|h-= z>70UQ+OwXvx(c8*C+i-&-wnep`Yze&8Zdt1QMjh)e-rq%&gxl8xjXbf?0xX)D+@3M z(@)Q{egmp_N=|R$91PS)vv4^Z0X5U;<4W5V7>nf^@0#U<24Ok5tk^lI9onhd7)F8N zZMUj<$^>B0yvXC;q#w|YMUFmOSqpXR%>O`@B(&DCn0;fngpq~7`q}I;m}+R#>gw4G z)Ksa!fBG5=V0Lcc&0epBW0A;(|8TGj{V7wP3oY3qS@P++^9c@p$Be|0XcTk8*_wVTJoCr<&rfki$@Fans8 zHvYLTwlMs+)PY;k6FRvR*x^4#=={_3{!N!YP&B2iwwDM%uR{Z)(aZ-LWj_2OX%Tg! zuX}0wQ3A%zx5v&r^n{_`x1QfJ`w7DsSo-7i6(~IR$xY^`3Q*titZw{v3;HF3-#r~t ze+8O>>BWixTWB;B{ZdeJ3mC23hP$#4Lan;S7e#s$(06<_`kn6$^w{XkKl=L6J{doB zG@c2g(N)9d_3bd|B>qUS$P$J>9R9TFwm-D$G1rOx5rGDpZ(`!lX6UMExgO?7fdR%< z$EA277&ai)tkd2MU2~1Pmz{qBU5_WXfBNSLl&MJze-mRsV?>ADtLGvx?7rjtwe{lA zF?Mh{>pK}}W5H$pg!?fXbPT=Tm%_vZ-@3}~FEDNC`|<&bKi9$QBxM-!jC}EP_!f*_yX%*>(*e3aJ{wM*3M?va{=|eNr{J5Ds(yQP9{giLI3_bO^d`Z7>lRW z;J$q5{&e(N7kd>j58q+G5}gRlTc>Z=keZ>d@^7!iCV3c8GKubv^8}{ztF;fN-UHKs z#V&xV14CDPgV$Wj0fujUu6LRPe{`Bj{SGm6f!^yw#R;=U(C%u(-7V4sz2f@KpPdSz zS25FB*uV}tu1``s0&c-T#S;bVdrx3??)OHSt-GM{z)RKkvx(5RJ21}by(0ART@2WG z?jOvYJ}4U3wE*h^awoiHMFidDupZ`4Z5?Tu0dm2hph`qPGe|bGc1egKi z&mVr-3l08)vdNC@&?6nRNqy=L(79+5GO88OCa}XRGA0{nCR&{C|52dTu{9|?G6v{R z5<}WJ??OM<#{OgSRnRN!fA^D93NX#=t{mdEhKe4)-MN45p{eu!#YzgHhi9)=?wl?K zYR=t12HzE6;IjgI!TW0He>q#y8}N5449Sf=(Y!JZ{dy$QZO$2>8K0S!I4K5W)6e9x zIx>KIa7ORYw`O2IxpkJ;^dPjYZ-IlR$}rY>@1;*{GYm(ZDEEDt1hnPD*{@rC>Wj5P@ne*g0bP5W{&hv&^Gv(M|Y1m^nVUyyEWqhe-rM(uLdo*!FZj$!l!}& z%;x-6b!62Yx(6;SnP_bv#Gs<=U`RNdwx zlOkxn70s57CD8No>ZXCK7BC)^sbAnR1A{`V?Ca{tP*0jlrj7ant@~I=`ZOmn?$yie znA;0ui&CM}f8Q*iZzR=qw?ZFGN3J=4ba)>Oet4F4d%zw>3UaGrlC)r4ZhY&e?RkVw z=uJM6cnia7mG2bJ3q!{m1%?AF7togEtvuK9!k@6X<$HM|(4X{DV&cayD3GjTy)A1D zJ>Nfz0Z#<Dgwo=BQCB}0|q9-d|rP`1V-9E?i(yokX6uO5Oc>KdIq;|yrN9_4bR=D zuN7<{pSx+@7c(2^3~GH?N2kJMibScPg8~pCOtI(BEg1hYrNkY!4~8X3ujo0o&?7e( zxZZe`FeP!t_gx+@@`! zklU}gyEli>kvzG;P90lV_>x&f6Z;4~3zXXqe>+Tpc6T~-fxQAo%>F4pa!i2syR1{} zQICbFjuOkS%R`^!z-UqHXD zX-On7D9=Ye32!&e!ME2WiB4 z#Q#;TE3|-#?MBJt(vdLY6aHUf!foRIfA4P83r>LPu}UeGN6!f1kuHTZU4|IXgWxIVjf$3nG$X9V37{&`q%0U-^deUpB%<2i4VjYc`Db4|! zTqL&hy1>{v5r2d3d>BnJIk7pN1|2`IU)S0i4-+hR=il;-c#h|sIQly+qiz$vo=*|JW`SKFqxRsE2Enp zpRs|y1@`praWUv_nFl!v$_dtyeFUeHHrguW5JGRLfSA$KJd3Cs0yYmzf1Rjcmd7A0iy2` z>tTFp%yO;!PoN$7xki?2e=jt%8ZW?6yWb?JXP%-W&TtzhAwjxtQt$UF(#918SjhxkrC=Y+mvZ?at3 z6rumxir)6mqtGFjSj{r*LU2s%@n6aOK;O7yM6-k75=o)3tDf(m+=gf+zdN)wdzjAN zZikUH>fmqLVi>8le@I#-e%@ihBlqHCBG61cXHdD|T-33?8WkL`Gie#{DKGPZEafPK*R!C3ya#?^m9XBIp{fe;h4Lf!+prh3={q7&>5o==jk< zVBY4@U*OP$0k#vXSF+52+3?8izMUuZ=`TFvf5{H*QlC%W)FA=IciqxNs0Q?A{+8d* zWe9D0KHcdDe;Cm1Z*=dK8yobeMeOf^1fcEcyCfH&551Q@Z0MLV$A;qN2WGd4e6y+T z`-aYEP{%Dd_uQKo2EFK(|M5_O@$iPvGbbtx|1nakIo=3EDgX4-#Fn5(s7aFZ)I9Wl z-u~pfMHmbppK*!HR)pc9J)Z^V6=6KZK6U$+VQBGwe|v}dEEERE23&P@X(U;5gBq#_Xt@{T->X+Eeb9iuJfr4OfAKjOW@9`|?IC#KO6uNDzjSD96;>G} z@+i%h_2Bs^K`5S3mi06s^1z73a;0P{)Lmk7pS(tJ;D3*Yi+G9o;J>E#>b@v29+|BR zva*NX0-l{7I-x*YYdYBb`4iBCS=kp3Dgra?>aCygL|->jw(U2g0M-4Qw4F84M_J=N ze>{nUK;PUDq(}J-3^DHYz7G6AYhQXSo<=Oy`<_1=&r@LNtG!^|yb!c={p7xUY#16B zE)Dq~uYjTT(vJcr_ri2V6b5Rah937}O?wG~ZFf1X5{&CawCS1 zr>~tlzL6I?4)n*coFnGw?)M}sCnDGG-8J}%cz(C!Xu>|0Bxn2q#3`j;Fl77UV;V;alm@)oe|LbaPvnc>HXgYv(D(BF>#SWxFj;!_v2*=a4)K;~Sp79WG0O(d+-7FYaK4-o-y04V`h2diP~Rsd*3#J>z>&zBdU5 z)*Snx6>}7tMAC%sNXbF()%h1;achZuq;Ixc?*NQRxKCcpBj%*qNHgZ{e+?M$m(H>m z(}$si(Q(ORlh8FNyuT-tO6Wc7jy>%z&}p*W+oQ(?`rjFyO)`H1qZ=L!~XE* z)y>9GS!XUHL5OnyKFz$`k}&Ai?DG1>^%fd`D(w0pzz!1*`TFFqCxN-eBDtFV7j)fn z75YJThl&?x**?Ek0s5)Ue=?`|LSUpLfXs987c^Y?W&HJEGYk~X)Uvn|{9ToKF1YLy z!MScyx_$#N8WltqnOBEF%9b%lla0`GoaXYbnF4*X%ls1B%D{Y?KWM~93t}9!h|LZ{zVDE#Toa5X_+E#$Uyi)Nb)&ZCse`j-|l%Q1Y)PYQ^dacu``XPhO@n@>a!lxs1ZcfB zb&ruC27^((tTpclf890Ji)s<-gKnV@*9_me!|1@aJ>r|Dpqu`Xdfqk%CMfp`EjI^2 zlkF`Ijs9s%~wmDuV%-Qfdybh*O;y&c(PYJes7mg9MlHc1lEs90yQq7=W$LF z^gmX0*?c{Y*uzVk-)>5T!fSuJWmu>%u#=+86ukr8m0!B2uoqm)b zsYIQ})02-n%Ryp7lxjRp*W{B!e3e( z+af#mLcIls4MH5Uz6wrgGD2EE>ejc zxo^Aaf9D;*tusR4$9fVBD;$5icQgUoLiLRof7b(}cy;|~0~-wd$tXM5bQ@Z0w%NZ> z3x%F~uiO4KcIc)luSp!=2jfHA!kjF!p-ZGi*5>ULf8+*Uf1b}t=*9bkJHGR0KzF^w zXUvR%!54eW-U)EPi2W+VS2rB!KO!y+UdVw)2f^iAC#XPE?+w*nbb&hN4tWb@b71oC zd6l)a7ic%Rb-%M!!RXWYMC-8YPAriN1F=nW?q<0%OX3(D1qr^eV`! zA2lTUqCOM*g}WI>7u`yEwgteDR%}CzpD^^Ve|mTM3*pxn*3%dRuFx+NEVDy@19U%P zTwa{~4|)n2kJ66&K~I%OUH?P?jL3ezE*j?y13$NJveerN<6LxWzTb+_ceNpHLoDGR ze|&=vWS2#Ndf#+i=_&*I$uhCGd@6vxr}pYCt{50PWq3>ac{4N~dh+#@8H3;eOZ!4= zej+b3{dJyEVSNA7H0i-{pf$D0d906uaf>rmG5bSdpzOcCH>^g`%%&HtRb~S%V<#Mb zTo;EC!4RJC{hcsmX>*X}K`ab#6y@j5DkMSPXD=@es6*_ey1ExYQY&k!b0>i#pk!Ma2`9Mja;$7`wX#LT#`>#SM zFpM%onT>)3|HR1B)&&u{M~tGNzy^$MJv^d6orxS-WEoSi2ZmLRzIPCLqb6qPfA~vx z2J~*W*JUo~LkXXC^j#|o^nBr1R2CeCo}yi`YhOHq?vzbe3dIO66@N$ev)utB8;n&I zf4&9kiDaFqdwZcz#!0DYZ3*;po@$?U`2^kC{vR)Vr$BIiN#0Ha6=(>Jp-%M%LC@%> zKa?vpXvyB;I9lybg|DIJqdwb2i`wkZvHMtr~nG}U)&q&!~e-~Ehva#}J zTgim6{)eq3_H=mtQ_J+;syop52a^|6$uPvX;iPwUI1C0oWux2O0lJ)8jjtD>tDO(N z@gI{R+qwqoRe8RS%X-3u)3YxVmLfo8ki)7Gf~nD^Q2VcP=q zX&NcIsBebeCqGSLbp|M+DeK)o#zC<3I}xi=5=?CTHCSZA4jqnPlD9T@!q}RNdp;{B zK)cpO#Wc=2=Xa}GV7kfolABBz=>@%WW z2{11A`u!J)Md-Ut`#kTT0AreX z+uZEkp~o%ry_Z}(^xs+g>s##+XeT?->(wiu!|b#1eGvg@wSO?>e2farXX?%a>_fn0 zdnhGFtAO5{RDp|gZ=gFN%540iH%y4Q+_~731B`rHj`sbS62*<9Hi|>@>-aUY9 zz2kN)|A9?VG*|ldk#izMt8Ve3FOgtiG~x^2!#-eo_^g?Kqy-fEb5*Y61lRC;PF~q( z05ywi4nJwP2YNu|6A4vc=+1RDsBmC|-d-~k=@M(87W@_=`$R%tCWU?II~R;D4c84Y zHGpx;f9&OhCO>GCsLV<8ABIu3!?Krs3kcnR_EhG>Cg_rQdr4Yf8hY5({dB^=!BE@D zi`6y12wl8s9ei#EhII`Z^#9!=IN|2d@$6A(-QNBz(bfe9;y4NdcN023IRejw#esS^ zYbZQ#4jM$JRrW6@LItOw=c5%8Fb`<#BN;^if74R6?2v#V!IPVzl4?xk7W=fFbPH(m z4Y>PaoE_*tpLzaMw*qRn;!6uIg3n1^I~JTcp!xm>Hv5y}Fe!WNcgyP~pe+Sn4ST;4 z2I@~yqo0wWSGVipqI>}i-L1}7*GYf@*(o=h+ww4&|8qe|#0Z$%ZXW0RGywxjtcT*v zf2*K)iX3XSAra_eAIS?*sW8xGCb~y18ER9)7tc))Ib3u9CWB|speoh&i}#rl=-?i9 zf6ti$^;_0l_P8GhlS$h|F8=m}?(3wGjzt>u2JNHcV?iQ!#YJE5?}ou2N*!FWZorVB zJQ9iRg>g1@U6n+AXc40JC+_8iKKDk8e^j}2=)a_YX=9Zc44Z_cbo8dc;BzyvXLD-6 z7}+6Ta8L-wWOud6IaWdE+9K-u=l@_B(^}*R|7S*pN{jjvbrm1a+H2ViJ*gLs?^>h) zxoA?TFH8jbt=FaH?qY)`%@^g2bpk*=$sn6u-Uq{iHx1gOl3>KlpqNiWA0``(e?&DB z#Gxg=j9k341egt-oNj4W(4u7RA|Db4RGtWazR&*9@zS!mfmuMD^8lBn4gh`N@EMZX zUSQm9E?HxI8K%fj*IeDn1N4JRNnws3pl64KoZKa4phY`PX^J@kE$ClBMMgag#ZC4) zZk>bC*F3f}k4j*i<#g{h&m%B=fAX^MbGqFBeI9)lWLMt*K8Dj0nvM1{GB|OW_hV1u zADnB=OxzuJ7boBLC6e`*knthwch^=CWWIH_ZsqaAVf7zQ@A*=2(#%HV!-a1+vf~X$ zBx5U%49n`dJ==-Hqano~|6RqtxOi)8(nTB%;9K9&6NvL6XS_dE>mxnpIFjlq>mdAp zJe_GYRsY+@Nu*K=#gd`y(MWxa#QBou!$xjl>m`s^+o9B6+9hX~= zSsH(m^IG=p1WACeS)#H#g&y-h#7fmJG5!Y)z8UX2VfRcCtc}G|p#b=Km`@hb&TX{I!2| z<2V|V7%?}!9hq~fA60)^Bdz29j1`v8-DT^yixc;d zEb-rs?Ro2Qn%k`Wyz3H@qa36XHCZ^Tqpvq;E-%v6SY(F`E)00gGZ>;(0a{n&^)+^P;L_=OS=?@@L>h`)2H@sf@ea zbr&bCEN%#NI3j&g$-nbGZ$wBPI+GX z;3c;nm;5eoY0-^AreoC1hwaypG12hlVXXi%`5K>v#dIL$(2Xw~)!%VOTSdEaeFKVDsk zJGH>>LSfvn#%!Z2f@qcJIyJIllIb90p25NUW zidf=IUbp=xltD`PPUM%(N5&(CA^uu+oXI$IGIz-ysp27p>iahkd;NUHyC@H74_QWc z7gUjHvHnZa&%Zd5+d`#oy@oUagUU@`)*@YHPruOFabnJWbK8IBUnBXHlauV#CZw`T zTkeo=;6h(Z#L07%N8h({;B*a#=@#EXq)z;m zNzURyno3gF;^YM+`akt%zBR~F&h z*4hcqnmE)C-7Ix!oTRC!eL6jhjG+9%;y6NAYEcZK84+aZ?`f|s3B&GhgLW6#NI2=Q zb6{{L3nx>KAJ6%392uM2KmA(Vf{dEz@Qm7xID28@=sUv}97{jVo}t!?Ow-GO0-9#n z9Ih|9_=|snl+k6S2G0eY@p<(-Cg>E7Y!Rlf+jJ7gzaG&Ze{d8j=Pq$9Tuw!j#qs*+ z>-{*-@%*`lyd{qQn|28_>OtD7xabARwMdyX2${@|MT$tbizn{^q{;D$icDO=$%6_J zvzvo(VXL>=&wMXrWpcb8RDXoyVXB{mUuq%c<_v%8HXz|gM`fG0is76_@g1FW2XR6| z&e_3pAEC1iej6V-BYo-gPVoy5aVUTuzs_(kjx9}x^?92i^Z6#N-Fd5!At1TPdDR^U z&8uRDr(>{B>F~jmQ-6`+!+zvfS~@Z|*tfn-bV16)>!O-!?nuvM*I@fj=q2cMzMixi z4xNAWxc)U+2AMNAIf}Nm;xtL^ZpPORq?!C!^(X%kGMJB>UVMIov=q(td^!7YXz8_} z$D}<@X`L@Jj^;*&J2mH)Q$Nlgyl!^F^a9cn(=RA~Ekw%v`4t`A7f5U6wO;)+2PgfU z4wd_sV29)?C*SKX&gF^8*t88WW4Td5{`@QFt1BEj}w~<{WIL}BPqg9wavf) z$=RXNulAfoY9YDweQzlaHl`@5KY5MguG`~EHn<_hM*3BXWFjs^xAi>s>cGyqqY8hQ z7Nl|Fw$8S%yH$|#moqzKc?v17Yf8A@wc}Eqo8+FQRAegr)q2af7HJoj4wJTP;mo4A zzgKoI&U^^Ce`j+FPQAEWDq40M8Es$YWIRbYRqOs)dmjxcG5NaeDrb-!>nE=L`3X|R zAj)!O_ta(q~a^WF6=^C8+ffXS|fYCxofs zc)HJ*95Z{QyrlRSX`jOB*JW%L9@9jQdnbIlqKl(DxrA*$vygtjrXuo@4zfm>c0sGB zaq5q2OQh8$tTPPWGWN^^CwOG`T{@wJ^n;1^S2IMA5uGux_l*nA-VM;NdUt;uCwHs7 zX)vF~NzG;n)*|8OZg0(ay}5AGQ>e-L&IHnDvrWOe6lucuMuQf<;Owc#!psU~WZCmQ zIWfY4EPuU!Lc6n&%D3_4ej9ciB{Q`-B2#fvVU&4DK?f;i>}T5=JF)Z9<FKbQBu#`%H#2ah>9aqQ1Jo23H_m!=s=F0lJ#@%RW%`)B?zoF;hh#CL<@wpe614%qWQK%CQmc~yOf50R%&(=7wv zAoWpV(Fx-Kq)Yw%ddKt)4sCwbseUO7=k%thxNHIEip3Q+dalCxo!x&G{>yZv83uJS zlx`wX)0A%g7rt(ErBZFL(@%^DVPOQ?k z`rvg2N3EUHt7pFjZ=Pv{2xntM@Ogo6Yr}Z^=F5^(AUFq#1Ii#qq6Y0qRhm4&< z^@8btkit##$MGqg<7--5GUiR>#k=w5^DnTYw=MkLR#AeNUPtvf6FSk5@ooGYfvlma zq>a5&NPG0{okmg-QmpO<3S<&GPYm33=occHbmFTr#}yc>2&)M9@BynOy-L~j3;SV>2otpVq<1BBsaES%M zdmrzWXz8otR5;~=yPO7&&s~Zm-5|J8;o-r@atx%Lin4UnG$iJD+I#jH38!_XGeeTH za3aXT*W|=YWUPNzl)nA+BGPo$2R>#$h=cd}Pf&GqaZIfB^dshvn0(ApQCzG;g>CncRyEu=A-WAG;+~eraTw!_`2~klR$YI%5TehY^3niDnK}nAJoU!u zwH@_34~K9*V@Y@1%MWK%R1cYI`r_=~EF}*TkwbjkUrU7)aX7)$J~>(nheMd3GxSq& zSi9FYi$4;VIc2zA47!ngI4XIe*b^DDYin13+JrOutxfrQGC1hSANCPLaZ+N&&E*4; zLl2vahtz+SkV)m)zPBP5Y3UW|BhLswvPsdn+|!7EZC5e^juv9qUIXj5gZFS+u3q!& zO$%JQeJWB_o4b(hQ6HxO!67s@$=V#&1d`58zKbLE`>g)_x5-d0cbk5yMH=#38W}Ra|gd`!jgoDxBNVcH+whHKcurYFggSjnfD6jgH?4LV9Es zkGcjoj?1}s4ps%@%!xCjv=tW8q-1X@$eAK*_L6Zk={ZuzO^W6I_kPBi=&Fdm2%LGk zp=~S@b$oNop?R|e*Gt%UFc3peghYVpxmLLx|PFXxS&y*qh zh1PGcU%s-6ns3 zd0nv^GH$A$2umzOimxp;TN878)B8k_;B;I3E%US$8ArC& zYP{D&YX9}ug6A$EoLobmzdpMj2ig8Jb6eB;?TqC*eeFze>WlHx6R}DR6!gg4G)c_ z^y08vcJPb%Fr2>GciP@i1nHgVtoCui9 z?9H`8N?(DUM+^(6T2E&BSw-PwYQeVy5-UWXcFOtb(u!jldVI|S(l``S=Kk=2F)mzl zDo;&2fYYmvMES(?;?!2h1>Un8a8gM;hqJx_Cquuvd}y&k`iJMS@?O(8^oEmv|1Q-R z2l7I6l}hGtG`#hVQjRFL*9$4tx@^Fi*mKFpshK!6<7j6bPUL**``A}zESx*b&=M%A zM4E4jarT=+q***u+V?J)nEQ7HwRM+}74s+E@`yI!--*6oJ7SQ!eq~T`*D8VsR+*ar z=0^Gn|BdYVx=7xzW#8TYi#YXv{<@@0dpN;!XXRc9{X(YZy?wE=vpDO&@Ge^HFis=~ zze!OJ!@(k-o}kc9oQ_E87MfXwgS6~;n-~hxzcHCjp>L7aZ7}-0vy|w$btVVBRdFV< z*MG|j!L14BgM`LD;`rXXH{a}jgd>y!@`c?lIC+A`duRJmWK3OGSC$fgMY00dKz+9! z!5u&66dPlSUh%cCj8g`uJ1)NE-}C{gPfiS+VOkM+wZs?GnS_f6<6~tW3gMJ}&DF)He}vVtBA4xhBLr-@yvn}GGzYal~j3wO!p_}MtpYQ$m2Ax zO$*h8uCC?^uhPSb|6kd&!G%t(@iq#hGPb{%bFrcW(-YvZwtkl+@3QM-e-{R z*l(22eii9&_Vk{~5=Dm9+Oo1)51cxx{L!m@Eq3PhoqKeQ=(%TqY40rG8RN9&+qkiH z50D&s*2zDFn6Jwn``Qf-Yugr%Q}O3!^8Pcyi5zy7MEgRdhk01;*fol?O#R}N zQ@TjoYRsV^5sNgD??0ASi6QMj$pm$uCq#c*DeM`{#Bl>@&E4$FxUg#d)8&8%ICoj) z*fLi>4!;Th{YoW&8!3lg)iB?cj8<{Lp7C7mnn<8$u+W zXGpC))pSQ9A7=-*m?sp3A}!Q2oM)#MPG&mtWEs zsW|&v9M^0w=Skr~y5C59i%~Vs>yk54^-6Jg$CZGKZz>7S?lQg3aCmbK-GUCUo`UR5mjE+1cgWSx5>Cs(o-f2dUW}cdn2kkyUt4 z`OfzlWN`FY8b0N~(S`o3ZdoB@N`2Q0SMWxv)Eb7cS{9DFG2SdF97jsSVQSi94>Has zKT0-#^gvRN?iHhdA~?u@!QY0L;Gu7_ya#UQ;{2|puKZ6^IPv=HQ(-}QoZ*`jTf+TF zZgsgV=x_j;>~nW~9YzTsd-vo0vOi7-cNgyFjU@Wo*|%5{u_G}~e=;-5rvHPcRc=NTxJe221ZuV_>ac2k8Hx=Gj zn%s|+sTPu{c@U1yv3Z+!T}0}eYpy&&nMm)w%je3l!^xE?1%t!?khW7<+VqGR(iIGn z_@CWD^5;$Z8>Pf?T4m>2r(7kZ8VUZ|BI%6Np5umH^>w&-{->?0hdR#u9Ue}H14z?< zojpGk#Xv?i_tWNkZ*j_R?{R99EsB0dSU#3BTjXf%stCdL+YUi%--1voU9a&wP7vbSg?Qo z<~E|oA2fNcIky$55ByF|cw6DPlAVl9$rBvPUY8>Na1)MRoL37tCXCc9$-A#MJ-}JU z**8(|<&dRle`IOm1^!8vGB3?k!P)k`*MeJ2apF%^`)(Z?F8&t2`qGlf{Q<>)y^RZf zIJv6%;fqmAWUlaRmkpjn#^=a)a50X#j^oOk{=9)#3p0V|Y zlnXIWZM!Ybfx|f2H5{FKUl`|qvaVKii|qd2o(iVFA^g+o@s7>qpONAD#c{)k05Y!~ z9!T?JBYNT5Vj<=AxL~}~xHq&Hrz>T3&fJ(IdYs(X?mSJTF|;NAm53wB`xuuZyAjgX z@P!SS?m*fhy0T?mGSb%1=7zqLC;U^U@~4j`QW;vl$KG$iQNgF%vpG6{aJ0AZU5s%9 z(&Mk>8R~CA%EH55d)`o-kGsM4N6Q&mf@_Zpsnp{5xavinJ4Aob6`l@RAo_*v6=`A1 zF`TTQE8oX%PjF3in#Hg#GXHy#&^eWlqfsBy3Tv<9>_~=j;uAicsnq$n`%nk6zC7P} za-8t{fT6V^hpP$wcE6Q>bWugxxx&mJWI5zGym<<*|=o+ z;X7GyBTk;O%lP-X1*c!vE_PjEBE`Y$dfNrU59B}hvm8>8>GS2qTAqE#qL4OC6FEO? zYMZfcOcCdPBqden66Z5pX-l5_i?h!Eo(1TLAZ@dbaAq47XR73XE>9)OAvOKMCL`5K zT%dGMbbZ&xu@jB=xz9Nu)kS!4dClwC8%T?O{7Q`L0?`|K>ih{EHtUpfq2*y*SiQS=i*Y+n)qnRf zj4Z|RcYPOFHB@AO+Q*mdCy8K=|twlGg;;==qLi*NN+NcESz?C!6OV;{=f^3;ZqE^!3jU7_Qc_H1dl z5z$-y%3Zog{vv(ptcL!})i~U6?#6>YHXJ?8SX}dgk2uHhrs_3ZI9bHDxOE~LC)XY| z=-;yqS+^B`JjA~{5;T?wU$Oq&R!ztg8p98A$;lT-jDav-H?8NWVGuq-$$Gj)GKi=xPv3!A3o;a zP{XNLS@E2v_mF<`MyaPJ2hpF%q{R%vPh2ErD+llX@4en%s85KT zl~sj*6PJ(gA>Sf&W+!{`Rsg~O8OHN-)5ge1{v%=j?=CI?>vKsxJJOqWI>gG;aP<9| z(u_Onkg2EhHNhkmXL{acKY!^6>guWfm{^R9Pi%K4@7s!W{90pnJ{PI7 zTxppPJc!qd?S8dzI``28X2ihZJKwRkX99)Q2U7=>5W`c ziNgQk@FfMZJ*^e#kL1@plvYHhQmeME*?XKy?hT1M*MltPA&tb1;sp17Q^}MX!V$8* z_trOma7yh|?s+~Qq%I581Rl7D4C`%w+q~GTkh!kqnWX#{oSbQR^ZLUMoM^T+4b1)D z-paUN4~xJF*P;0G&nY=OAkkBp^%%IhaC z+$8$`q(R2RN67R#aU;u)=n;H7eq)jgGCoc0!T}zfkr=3IXT}Curj|)J%nPB;;RM}jLJ?-Z{kVM8;R7@=T}wY+6~K;v{)4Nc^;bhq zth8#SFY$Xatv_B66@ZFeQzl}gHu$wY;O){KUa0Sx9K0Aq!v61CU7CqT*ks@0)8ncF zd7FfU&%Z9j6t&+0*H}?d_>}A6Yq?suWiB7}_!k@g9A!&Mf9#1BCgb-Ub+3p;nmBN4}Pm>gNocUdRso1VxZrUq4QZ!OrS>}=9x^zqN@htOEIc2 z(5>aqJAWBt^hQ~~gKV&1z#*wtnHTaHnR2GPw6NX1!ab%a1`~dNtS=4!Bo6uCr_T3z z)3B?9cj;kE6qH_H#qX~tjkov6Si1yxV)vmf0bA5`v9aR$2ktkX7$v2%jxomujZ*aH zvk8Bou7S(d);Ax@hD}@_q#MEKrdWTW6;DiDvy`GJGU-f) z#1hI@@=islTZ)y~&Pc^Rhw7CDI}*f7{Z0HHWdvknx3QGKj~Jz_42lH;?eK;JAL+;!h=F++ylp%ugqYWdeG2CHy69z-%crqI$_;? z)|sVyWNdW1d$s7dFAVJsyz4cj3niuTJ3NHR&||e||J=3_iYe?9vR_=FR-?lucP%fJ z5Axsc=WWG*cIhK~)IWG4N&3Wl#T{mtU-C=twMZ2Fdb9O@L$f&CIMi!!ZI}%+dmm|4 z$frX6O4Kbj4J+(eijvfQD+)tCPc-ydy%2hEurTH*2}?rEs(zY!;^6DsGfytCVez<& z3!OI#TOXdbQ`6PLCI{R4dNUIIGVVVt-Xx9fH~UO~cZmeT;J^~Uzvw?mun&2^WXXn& zAF@^lJvM>1%&c%8(=_ZTDdJxj5C#uU>Z?ABV}rq^yTwoH%<-3Rn3tQa8}=$BTFW18 z#I}yEH9@nQ(94ng-LbL~A8F^WIVZ;k{e@S^+xWS$efNo;frH`DtZc3mN56r|XQW;! zz9K|z)VD_5#G#V3Q<kbnB#<$P{KrrAm){wt@zAsgyoCD94ouspvUOoz<>8wW9@K% z?AGz|K&a%gQ!vX`g|c|XsXjkGXq*luh3xCWX1R0RroVzQI@pX${eululZQ{mGHH-M z{M)(t)B+TKx0Bqnxe+V9E`Jg%>cy;PmuKmx*`Uc~xpDYwDAb-mx?;G+8;ZW%?*e~sWjh(SCG7NTTLBglwH+k&D@xFD2XH*Rvq(yLK zjN9;H4cHb?f0D6ac2exknm{P)&v^6PcM5AV60^&=$bikk5-|i{G+qAnX{MhIOByZ- zyV%-5==T41$}6+MH&5-{=ttsEze`vkI~iO;5t z9yEZG=P}1W-sOc_;qgY}244JseWX<&aDyT-r#oxDIHW?`ZlAj?x8FeN&lucxYXpk- z9jI)-cmwKWRE9%uOW~OOdh71qU@SCykt`f84!xG3;32_{QyrmH-{TJ0J>nNp8^a52 z=X^S2>PsQ{mY;3SM;cT6Fd+Sp%W%xm# z>;_LPmN~RpurC{boY}80onVBGp_?D@U(!X=zS{|fRmZW%<%cCde&o_rLNR41F>+uv!&L1UOZ}WssETc8#akb&fJu3g|{PEcjbjA z23`{hGx$pQ)ys9Ru4zsfzv_O;_REd<#c-R*DkmeTkL=YJ*NDNkXDhXQxi%1K%+}^@ zLV}nR7U4-fg;=@p_{jx918jNw*(&K-29Ro3jd&b#K~lNVPPNN_?U=uZ^3jvn&%s|g z`_jS>V)Kt`8Rz}nF!)IFh;Uve*3k^Dtw(4Wb$iDXzaSEHK2r&J8IcYBUZi9>fwwQ)UH7c4w;*;uX|z{ zf9%`KmkhAUbnAmeqkO1+W#04Rlp@x?-NZlL>IT1Jwtd*LS`o_j9;RybIYDQ~X?1?l z0U&iLox8Zb4LbfEjE*Zl2_(ytK3t1rsEUwE$yJSn_7|Mbe0~JNS86Dw+9wc7M4SU$ z)2v|lReb$_PYDu~c+B_L=SX9Qx3+B^;X_Sh+o(^Il(8@D&2WWMDr7}WRO#jtJ`vx} zXQsgml`7XSt=5%*_>U1GeG4S4ITIc^@Us$%L}mXdi@HFwdsxldx(D!?O}gOx27;3` ztQVgWInX`y&`pUNhKcv%?~VNR#JaD$Gui1L(Bf`?BVMrL0*TuGXI5gxA@$0aZDIts z{e0jM*`^%^EzwR?{h26icz5eaUcLv!m_+=0FurTiDpMVfXVNcLL_WLw(vri~dUue6^HiW8UEj9Re>iOwPJM#pdT2DOZTT zTq9pw_IpC``MB*dLt2=sW38?vr;AmW%AH*@c(Ll224%-4bLijtm@!B4fX01>^H-ws zu_BJynBr;==}zN2_9hb?kqi5hO%?#pzG0Jp|6B;IslJiUt%g{?X>$wn01LwsW=7BN z^~CaX>n7y|JF()xssow-c%Vto_w;jxG%QlB{js}S9LftQrDr+J!Ow0*>eVnC{JL=T zpSd8xaqjZR%AT%*5DGqv-$R17f6;|?-T=zLdg7o zp>V~P&`XpWn_Ej%AhdzJy-HdTb{49o{ElUV?3QO5RynCq)-k(lD#8Ss`9IkIY%PF1 z$OJT1J*g-}zubJt8<1bB(erN2Hw{G4@goch^g(45GK>kHBa(zJ7p zfdUuidqkg5VHjbhwME2dF<{DGvf0xGl(FQA{mXc2473|A&LN(EgrF{W zlj}2V(8D_CRWGiDH3#&8VWf(MNiB6wJ=xg2x;7qXIiSVf&ENuvV#d9<4!b@?;b_Y4 zb(I_6VAf#qjl#!nn0x6`_R`fbXfplV^)Ip!>x;NZ0+JdSv|DK3vxi!c`J5%P#y$|6 zTrbW~Cl^EOXjr$~Z((RsyW!k_bx;wS5|ui{&iX=L!X9Tq-UXQZ_h^D&id+-Z>I9;omTuzm ztJ4MYe<$nsoTow3(=GZ&JVuaGxcro3RttXE&0Q<}q6J9;LXPWod9fjXAaG0c8!c>Y z+NAurP6(>Bq8?8KMM2f%R3GmXGEOkJ4@HDnL6Nr~X~!ypS9f33KCdZ<$vf1(I9l02 z^JX3EhS@hT7!vn!yi*$+KAhTav5p&mZCmpcjt4@!h$FB6-ByfR^_k_a*NAoJw|vw2 z?SU-|Z&&0#IzxvZeAID&s)e#sS0Za7L@_;S%XwQHH|Tz+*q7|4fjD*V*;;>bDDE7R zQ8}!Lu?C;^>>p#pH2zr2)qa&wwKjjp>?al!?(}#Xbnp%2n%GV`x%0w3y1lWqE*mB( zAGgQzM9hkmrQ=T~d z#s?xkpTVZ>`W#o56(J*1WZ72T2J(&^ju|4(C2!wd!>0Ib9HJ=N4Qf?Gv7KJ5hm-)c z=HJi%#Gi_7?*t+^dYquenR3AIX)3XIA+OGbe#Z{;<}S>C>4auBd#$v!Tm;{|;JNxU z7kWJAENI2FWWf2-|f zc7_)Mb;UlnF`_X4#fCE$-;AL6@c78>=3c@ViaTm;gfQ>AXY$ytbQ!qS+p%2nEG&cD^O2yPqTdwP7vSHC@ekX2ZSxyb5&Lg?|QNe*r6#ww9-W{#IyvFwzu z)sw5d@ODeqPUkusXf$lu;q}%VOEOP%OAuVq*KsCl-o+kCBl_2`2C;8!Ixh&;x7bmCvr<|;%xk2A^x6m$Z&4)gi3Z-x$#Lw%$&Sgb%Dsa#=(+ggJvVB zvV5z5?HtI9kvVNU4BWJ!%tv*1d65kkxA05)=%hlt@%B^qTWp|m`D%H;gEzFQ929@9 zb_0uZ96vd6hGD_GKb9xswXp5|LgNw1=N2v};lD%W zu1gX`Pdj~0+98(*`iy5A6)e9)wr2`&$`=xU)(Y4}l#N6|+B28eD-;?uc5X5lFtNp^ z@Na)dX0o9%*j(o%Ul`UN|MdLSEDiHEEHgGWMd4slLr&;WB?NCT*&uUV3sMbdSQC=!e1ilT&BoeOKO2E$&TgjTlnq}u ztmc{XjzS;y!s)YT+2E(&N|N0&(KAke-n^VI-i^6Gb*Lk2Y0&)4GH%P1H%{7+fF{EY z{^=4|>sr|0{iYw&O_^GlvG=BFpKcV^e%;=={|5;ZLF|Ng9~;#EHZv6Eph3AVbybeD z6{ZwDJ8dM*24#A}!zmR6rv@Jiuv2&h#cxhUyPT@UV)I;yYy2b_eRFG%`ubOY(7fO1 z#Xve2w9B7}kSHfZ4x8BhU$Hh=Hby;FYfXm!N|Rd^w!&CObvdx4>B(oK03B48>;r}Eq}Udjv@6Ew* z{LD>0mby>~zMuV!ek!tIx?}pkQ&bNqF0cOU@huzMSY=~|^%3~~ZH3~lYn~94B60qT zEwP__pY7wkAOOLIv@2VGpB7@`r|BK9vJ0_g^x@y8C?05U+&FqrO#oY#Bi3Fa{H}Ot zt?XMXUJP0&-J$(73I{H-Gj7K>qW?7iekD6LyhlnAyn$>`xw~n1cyc9>1Gf1e@k>T) z*ZM-6)oj?@$y;U6Ed-rR_fWcIH?|yp%dGDXhN}{W#{YY->QASCw~m^7$vDXCJm01! z4MBpWsi)lHSoF9~ly#5bNIe_YxN0yKTr5$D)lG%QZhPM9@1D?{8&@LvGXttFMU}?= z636Dzojo~bg;?TIHW#li4msJj7DitSq5s^+y}WC)u#79aSb{Sf(kZ=x9tU`_hWpy@ zun=iT^*Gma+s6Zc8WK$pSH2}fy;=W+_C-}J`P)anoGt;~TQ=^reKd^?hmG5Lnj4|; z`b$QDnFh29D!h0Xp$tXI?02qmRbpH2(`(KKomjNn@aK5c0yaqQv{2bb^p}^1e_z`g z3|+6w*pmvJvFmjGYg(u%WCq*34p~ZtF7=lk^o#x2yea&DC-s;&WK38a$G;`GHTLrb zgJ~hG_Y3}WWiJ_OpYOE@;D~~HLg$MI7obtE`hd^tR1DlZEtIx93Oioz+@;V}3k7u_ zU)-7y$AbU*YnAmIv3+iLz6o6%Gv!l^-o+E&7rf}_kwf%{j@2$K(sro+y^8;2LpHwi z()QvoDa81H^wIj~w~VkRLWb?ogEtr#6&ddPyb)V7r*?Eno`enyN=qZV6Mp}_?epMQ zHb|K1>aS>x!n8Fc^Tofs`14uw!XM#IY%EH*y6{>XIuCqo%C_yn@{vo4gPUKu$hO(-Eb|`hS?S^EH}G;39Q_(cIL}}^J%=;Z)sNJET@Gx zzpS(7(q_Y9m-v*YW-qZy;Mws2E?#VtRO{i~uZrc9o@vK}z0tJpQ)j0o8z%mFO;5KZ zfrYGp!>c%ZHb`8x`ti41UToF+{N-YGCDcw2KRXo74I>*4-5W0N#ipr1Yn7Yc*ni}= zd~&V^Ha|R-f9N2Q(~5teq<#y88b>kX3;S&#O!eFGeN@6v&a13x3St9{o()T{Gs4oX zCU@TEh{Nz>&5f5sRH3ztboz3QIA*9=l{v0|2tlpc%$ISJD(3gZ3Gt6{!?*6gpUyrv z!n#2o?r+lHq4BG>uB5d+WPFk1u9ozKSZ%GP;g2?usQa|+kboP+);NB;8mow`~Sm$LxW$zT69`EnH&>K`HLCZs|gBO&zPQG0Cs z>Sc4!wiQWodu3LiIEA(L;2OH`JVage|L&)$jcs z1|I`zw*1$pg}UXzmRNG?Redsh^r&(~q$WS(Zmn^J3FazV!|drJ%(j zd*#(db7Q|wc5!6a7e4d&7ugV%axZYHMHBS({ zvq`lpF6~a&B52%C___-}#?j)$aV-WD|j9qrpGbWKH1r8H?jGzJbu%v?09X6fZO;_KdF! zm_Z7wdfVE)Q=w{buf}q11++f9?sDPNYIvo5M`!RL8?+2fDWpskW2?Gg z;>jIsSV}wN%cKx|yH<98qU+i^XjNMGoWs}!+W)E1OvsR&OR@?{V{MF3oXR z#H*=!I4}m9jGkXEeH@218r!TM4eMgt?JVWl;Sp@EI(B7`vNZfg8N~ueacJl}RT^sM z2CepY-TIqUA$^m2Tf}i3)td1|Lur^13(klNrZWRaY;92^U z#wiXzfBBWAavMQvz~Xz)!tdC#<@4MpBMqob-1am2ry^7sXU^=p5eP+)d#|L<1N(%% zj5hCf!bW<3n9pH1EK(PX8P=d-{+tD~oajRZ8;fiQe;8q{;HdqT2wg}Y(<_acRm9@x zb#kvWgdqRZbQ8{hlObPv&F3Os8!R0wZH&li#O@gbgK{fvtX2@CY>Qe2`8-|vA5Gmb zY?nv%ohw96zFbvQc9so$y6P$v9kn6v_LnoG&v~Jk?egS6un>OO{LYB4sS$=h3h5uH z+>M?l8S-M8Y|wc1%Ik}oM4qcWTFRdOERx?!fKM{u6nBlXxV=1@3A^RDDkT9=37!mQoTbXG}EAC z#_qe_t5r~cbidbMd%y`wb~bNrODe^Zrx!*K@&w}#^6LjiHZ~aBXs_v4itwN`Ku@cdueW<15)iHV2Hc`d-E(LyIt|dmjG&Vl*2J#j{ARyeBZn zlXpxma(|ifs=pmCxsPLaq5uo>g_C zP{4P8H8AIc+yB4UeKsigzUM3nn4241-2)7PGQYouwM7Vq{ZCD(Tpj_|3FgKGlTje= z%Uar-mjY84%Jd7o&43m-uVbg|4CA44JHEf=hW^!I2aJuHVeS#*PTgo1EaV*iJNe)S zFtZz0o~RSoeW@9_=E`^IeDCNZ6Hp1vrI1~JY~Qkh#WgD$6rKj;&FuyEh5~?A(0lgI z#TuA0@E1OPy%K2J?{&X?)PyecRmWr;-vBj5yWXWd7AESi?p}MY7?=mz1Gjn|0Mh!c z6P=6JFl{1zCs~dMSgA!L&PViNTq42kq}2f!ZyU_35pRR(U5?!z{#-EF|0t39;t)`O z-EBiT?hL}v2J0l>-S+U0H~ww;-d3PLxpsLdKo%wg?}|DNj|1&k;Y;=NK0vH1k=uegQa)+fR@m{ zYxMIrm{A|+C_Z-`nADL{&mB@Qc#tu6_D1;Q@@i-?Mt_tx%YF zoOWQ!B@gI1ZHs4buYtL#k?o&41z?gd{NCNT1He?NJHxtzFwy*UNueEqMIU>AFW$TX zXt*b<@pmmS-C~?IZu`Qp-jm8;VPhC8X;@3KX#|Q{g5>Y9AfSt@8u#xz11uxIWutYE zftK60@@&x$=A!xaPmP5EZN%&7%yTaw^_q=PGibo_GI$q!G62Zpmg^+FSTG+c>0rZG z50jF=q>Q6!K-*lE-WHt?Q+4-$3NL1_1wK?!?QWs_uzxmle-vumx9r9%OVVLQiHWvQr3Nu}g-Dk2B zU@YW$$ji_9!1#A`_h_>S%&u+W{dctz7M#Zq=XMkT!%2-gZNCa;UK)!mCp?3Rr&|v+ z+3kg)jKJ!HjU7PQDlO4}q;d~F}UdjcUnaxtUohOi4JV^(P6^U~<-|+sJ8&I!W zUGrZf1vG*6@1@Rs2Il+7ZQT!bVbnq`gjW3#1|<#1kuyUux7oA%fo(64KU=DtwDN-C zMc;>#SBW|0HYRNgb^yjPl7kF~9#CdOJsex^?l6*ne()sSatHctvliC~VIYltzgBHb=(&AA<>9%nFco>6 z@7|dhVBQW=QH$9F)Z{ z9I)oH4=_~x^#8dKy3cOSZHm)|DG?bC@8TE0xOPFQU0f4?W+l$J{gk7^y#6DuE(#eY z{@K0_jMW83qHWOPY&I~2CC_e-KMYJGjshi9aTq^Eo&7=+gBerNv66>`{*s<1)$D47 zvDJA-20miIFc0cU?Q(+2PxX1r9AJJ-s%?$68!%UeTqdW<0oCm2nk%Km z*GbK{9sgs01KMQq-p>8kfwnDJq;{JrjF`1U z%6wp`>rBJW-$rEh_K1A6Es;Nq*Nn+{gg>r#ZpqP#Iuuh%wFBMummAHLML$bHLm* zobCKyFHH3Hza9uG1Ii)y_F$J!FdHzO^Os8oMov6p-4Doxsr5&@NYf;kDW2A-lrVt7 z)sEeNp=qyx_Tp;h_R1xoI#~RjN_YY@n=SGv7v_K(!P=t1NC4(y<*mOldx7@#@>RaG zHNX;Ex^?EdB}~4168+7}5N5=;)NGU81 zZ`=&CzYA09Z3=KHyn^HLfGp)A{eB|E(tVd_O2?wfp?^Etrba*Q+(*g0Ybx(|ZO| zu%!AXd&599Oh2UEW>>R^5y2+5LtjRKL01m+SN-36rk~$jL*(C_X4OT{V{Zw6p6TAp z-7W<5ET;o{Yb;^vVff8BJ|h2P>R*oTBe)@qGvru(65*F~x}L_)(5-wt{|R>`P%?y$ z8>?=G<=s&nyLqHxv?}CIpw$H!+QLej-BJ&<*SGG=ZD<8XVW6?|o|nK}5N5ZTaR8>m z&MgL6>Cio`BJA^T9ZYF{q6(gWAoMopy0et-3-sOMgYSM5`!I9uT=7OiZ?e3xe7FXt zIvVd(2MQ3m&mpUNT@6|%4ANihH2|h{u9}fE3C1eu{}lvp2i8I57Ne$Lundd_l3_rmN)_N*1UCG8b^bZ0xq*65T?Hicyd=k}Fx(()61RbY;=ov7j_g$Kg znF7q+B`Eyq28;;>@H1Yf!=z(l{>IGrFmAGr`4bb*ynaVro!|=ZN z*M=2CK=O$Ca^%N4m<;ZJ5|}u`0&4H^gfoEzH`%62L@lfUnLWgDP|OJyx2|8q@7M%$ zIrBQ-q|<=rP}t3NoXAg=m%Ku*Yk@WPLWZ9kfaZF8huRDi26uVJm53PuBF`=6L7)eJUzNLUS^+~F*Sr+F z7Y&n#`)OjYYGFD#=j6I~!^C~|`fm5&C-_T+F?T^6XqNC*itwdL{btdE7e9cpyXCZ0 z$q}HPWqf^K(+(34xGX*#$%EmSr%YuNe!|4n6_ux)%RtLKUDp&401Rc<{RdY?!I;8u zO8_N_@M|uqU5+__FzaTLH?dy=W_Rx-?~^k0F0S{s-WsCnQfEDh7=*6VC? z-VV&Gm(sTUTMxaD&Q(0kzT#Y;O2d1W*tSwyaVM34h z%71n%Fc-9W)sLqDljT_l*biNU5$>c{?@fq&EVS1Ocq#p#KK_S^PG$-BbcJu_aAI9f#KB~Q=T~50zLbJ(u41NVdk9&RVLF2 zX4!Hb9iJX)7)GnB<6C2=}sf9m}+^g)W_5$xv7SNBW&-19&0J+gy=WgF9FvI6x z#uRUVglUzJGUtvx0?O~{3R!zcU_MKz(Wv5tY2Oc>Nt;uFv8~E=?Zr^yzHe4}ODq$5 zwmX`%@g-1}G|%gV5ZvFii9KsEAIAArFaB#-3uL1YBV$4uz`Q)RPu`H=nTWwbu5~Gq67Xm7hvq@k-9Q$)c_OEj$nz&HH9K230*&q1f!8)#Kq*!@ zkyfbz(?{i>Y+SU5Y0tA8Q>Q+{ying|NfsMW-rdyy9CQtsb?*b&*58Clh6S}kI}JvE zTO=CAt~deBhw~%L{u7Lhd%nGN{|zvMuimtEH3s?}kocePE}Y~hQsoCsh3TYxzkUap z8-1Q8+;9P=BhTM3I|gxndk&Vi3jl4y_({WmyMQ9&{=;Bj5w!0}MCTJ8z;f$9WclzL zj0CJ(6i=YQjOV3X&COvjAwI`Zn@r??jkVG99_`~mJ-1KYcaI`Wtv>H~qca|83qnnN z^iMFQudu90a2GSc{L#@Z4KV4nJv!V+3uq#fJH&7C!-&Yw!#w$$VNAs~N@G+NdNPiL zm>t!F`GWIFO^PzG%*9+oUKI&5>*Trr6$%1<^6fV>^?Vqs)S8X|BnqU8$wrlbIxm7_ zbZ6r3cf;6>!b;>Oq9@JPi(S3-7=}NlS|1vghM5h94jq@~fVO)ni)di=PTK4Xwu2etzs2@BKViu3*cyN|NZsRxtW%hehHI8<-2ZWcckov6oGT zic3E~0=>d`Q$trc%!>G_Zo4-Q6YB2&e6F1W*5cQkoPF6qf#UA;Q$;|3e`#?=>G*9J z8+?%xFOdt=u}cT;^mGF=PM+RLDS!!TVRFP+0L-?aOL}=2FqQ{xzaF>;l=tOQ5pu53 zk#PCg^ks2iRhe#$nCt@jhXxHpNCS$&jjgEa2EIvICv%;@FeHR`ArpUCH z!PNyA&+DH&UZM*0o!|b=>~Vsr$@#OJG;l5f z(vnAi#tJM*?Oy$-GzqBTcI})S!+>f0Tke9;5g^Y8cNi*u2HL$Wo%NJZpml~WwpU*v zeEi|P0*@C!k#OICZ8a4PtW_V6GwKMRDtWqDO^A4|kQ*^#53d31;?}fR^3l+D!;t;@ z`w^nA)==1XOTpOEMTv1Q17O@b(miDt4YP}UR$S8~z!Hp|pWZABH1*M~TPo&ZI&Y+U zVD%m#pQYXnJsJTMcjFuwYi)qR$GzV@d_7Q_t}I?O=+j~ASV4gqoLCy1ASn@ZzevsI+ zsT&Gk_REyRq+Uqny>SVks$7v98VZ1k5YfH*N7#VzQrfIV{WVNBi4JxfPQ$nb8##=c z4@}n5#e!{ru|WNpJZ{(C49xuw+E+P(fb4Knq;y0U=H{Qt2iau-L&InzpKBH@3h=B8 z%M1n@hjhR`*B+qU`CEVC+cI>%co{o7q71BGA7i*f>tSr~^4WNWT$mix6Ied94Ti2? zjl4wkKl;}D^R9i8(9ab8owKndZs&?(*Qi+-(h@^Iv_clb%m-n2P^~<3vB74_Uwe zt0T;=UF5oW0E0k$zlP{9le~(u0o*Y6)9G;aJzJQ{mrDE3_7BV$Bqd%8m7*VKDhLr;JEwd>kg&me*^ujgWl;|hA@30K;kWv4s;I6 zvcRY?FmKq&9W>nvvk$NHm@NhX^I+rh?kkGWs}p&(xn2=yn^!*yK3@iZNyaGXbRB(358ufwG~)hmsmgkD}YIk)3-#VtYN6B+}i0i(F3mCxHIMR0+`5^DzQ5m zW)ycse{cQ107KF{-Wmkcpyz}H&xTsU*ZsZt4WC2<_0t zaORDUBYMM%RHdJ-AIu-jJtLq?0I)9{}a)!h7 zsLO;1PZg2JDR$q^(O|wIWn#V0G%y=mUsP!;!N|jqb*HkpfIf^JUx%zOT)&Uj5k8d8xyM=phOeitwXT_lS&73^*KX($eec&cTNC2nw}Dwt1kGIib3 z3Q%rsjw10H0@F-TgYWhX&`&xIj!CbE@r;Ba2mRx~_)oWX&p|SbAKCs;^SK{Pox66t z(n1g@$)DLj#jb@RzF!tzdIVSae=6n2OI!v<>K7x2OLjybJKD?{Vh&3J1{?Tx1i+-j zoV3vvVVJyDDUqia4pVZIMGw8yV0boS-zgp;ptWfn(Wn>(#>0+1oEDE^;ON8BW_7}M z*Cbu!KTq&hcP)qQ?-#)MnH*v$q6pKuSHhG3lK_^z#;0r5*MKoS^WXZye_Jr)AfGC7 zfEO5RM3e7)B6?b6&)msZ>cG5|@T1jV9cCPFiMHxJgRv9zrA_u8FuTWWtpuSv=GAG@*Z_66vU`-cVW?TEQf z1^n-G+vWs{-M1g>grS<=e{^fvRG@G_Gf^lUYEw5HZ7?u zGRzfTGjcnp4dkQtyj_Rgfcfo}hSUDLKpT40{>|Vw%-yQtZR2o)e~EDod(KmZKwrbj zzL`B3m}f}^8aK^h^45+5Sd$E7u^p2!fmE29?;{m&@&=YfI&asmTQKxJTUYXjF3jt@ zi!FGXz%)nlKgEG>FlKd^wdAG;y_f6^#Oz98G;v3Glg$W>*K;X(L~SHEF8}d}kv8EI zdfBT2?!Z*|#}m87f8t?Ahh6Xd%l9y$>i6cVfC|teH{Qzqwh9I!@AK_CdI`w;FY~6W z76U_Gi_9s$1f=Rd^Ev5aVE$Co@n2U2G!HHZ6P3Hbj5;?UYnect^A=5S&T~M$el(+? zm>p=Ro!a(jvtU*+bZ@X~Jutn-G`^m*2lBUm!Hg&7z}jcse@_1D0K==QtXD!yf#iJG zjA^`}BM({GHxhoUJ1PQ#-blbWgYdt+?-wnOp#{tY|z^Gr=&s z+~;ewe+-y^e^bIN%j|*n7EJ>GeuU8|(`AnsVIb`lS$*g@!8t;~8834-6M1Ome*btJ zOtIA-JssBw)2n3n9||&qp{?ofq4*@QHY||#D5=93=WKTSZ%LTubXGlf))eN!x6>a= zVSdt#H0m!6<6Et_3et!^^7cG$>VGsKH$Ug;&kh2{f7xxf`EvwdbXd?_<=$VQB_FP* zlXYPBxx#7dkz$}1(341*3$*8M`X%Q>fO4N?@~t zJ?U?)SSZn7o_@MK{Fmq%5(#=c!hl|{)6};R2J@Fsp^7BI2{CMG&zojpXSJb8rp)h91bJny6VDjI^RW6KQF!|`e!At=`==dRYC7yULsu$<3dLKPtnQk*v zrrredqU)OfoCprc|Fh+RpboI!Ccf*RQi8cu`BUZwwm>~IB_|+ulJG$%`9`Z$7)_Yw zf3RsJ<~kZDK|RS2Q&smbkTnpT${WXz;Xw2`VTP}<`&)hnnC2Ygv}-4zpcOsxL|hq5HC<2Bt{A@eS`7g zC+jx+wgGDKxm_pC_P|JZ?lAj;4A3vwe_F*|N&`krVeJi%Q$RMqdUg7ZAWZ)Kq~NY| z1x602e_`4z!tzYfuZ>Eg1gF}%*eX3F=48Km&eE3fSCJd>>?*)iBK?*hy+`n?&qxIq z3&@7&#+X@`fqeBW+tRc&(BdTL>%I`@VL^GZyZjwY#Ro_o*nb0PGQs=gY`tMYe>&t2 zpTP=D?tRl&Z_5QUCLQIOJY59W_wD+&E)7_x8~bVO1oy2`b1xRr1Nya?M7?|6Fw>}E z5wko4vl;oVdJ_A9zRKo<)S+`Qe#`EWg(1;1|1Fh&SNI2$MbBi<)~Lgv+-|FaqpC1- z_5d!oeu24(A;H)lB8O&e<%~Ikf1!WX%9XZ|31A9oToF*;PvlGQnuJXNWXk=&e-e6O zaB?7qYgG%-jk@^?vnW8zlci_tj{(DEtMcjVM6aHcthfE_4fIka$y!eu3>~pu=6|&X z7ABfn*2Fyl=9c@9d*gTr9((sNus!zw{~mp^ncHgl^$DanDCRfj-otk3e=iB&W8HA9 z=;MBJa|%)$igx$kIE;+jR%fyFI*z@6D9>?Q2B+>SohaRN3rVo|`tjcN*vmR05oWN2 zGx9pl(kf&m*F4*I{@ff6Y(ef5ZR$9q-FnFUUJ=gfSgZ=T8;t#Qj-)J$5gg3Bn(Y)F ziGxdjOE*ob;!KN&j#u9je^Q!uCtqGCj1()2?Ew<5NZ;z2aoj8e$&gUlI$ep=dcxXE zd!}*Bron%XYJz=g7yEeJ6Oj7ung7d(X`CE3D5%(#hD}C$M>ZXuM4Aw<_(<>=HuZ0o z4ARuXkubIt*W@`IwCH*<bp~f5 z{mG18mo{-Qss~9S*I&dN|;MFHUAo?>ky?9Y@Z_7>z9jB4xFV^wu!q zesr?lS-f72qg%EQZbAnfTQA??6px+2~AYS_5;U?mAiYf-}+E{m83e3)?e29RB{G;YY(M4$}VEBlqM;!!4OHh z-ipJ_RBUzGct*~00V!+C_&r;WVp~Yf>wk5|I7vR{(Lj+ye{!DAOoOB#(%An#h%MWP zQy!a=i!j-;9>DM8*o7RSe4DkM>rXLSM~DE8XSMWE#VS8!@_i# zGq0AvV=MQjfAeblpW!6uX6e(GK}g*-AnDi=f&(8S;*OkB#@XF|-uc0Iad^M1sgu@2 zoLc|r<&sk!(qq5B2|0fm$8MABJ}IanrTvFf=9dI)4d1Em=Uj6HOrAEJe0Sl zMiqyJK8Sks97Jl?Gbr4ULYz-bMgL}X99eWe7kld)e-3jW7&!K$9LG9ySpjvWNV79J zQD;ZNiL?g8on$-WEwS!^vDZ`8f99 zl1ulp47TaK!D`)R9Dnz*I4<3!qqTlgNzam-YR~ueorgT zhKrf#LW3kx4$6GYrO^MsY6I@KEwX>-z6NmTT_y^=!b)9iZvSTsW|fC$<~8Y ze{Ybo*+ln3aUu??2D~bski?<;^?62m>PUTZz^ujoUbvn`JAiE&}S-ikwK+s4&D z1mlETmW;4b77ncuDt)xk1Sjpu%1MYgbkIj4U%?Tn>uQSj`*-2ck}IcRy(ji{Y1f;r zE5#|Zs0Z(VR^Wur{TlOi#yEcH%|<>eLmWKyb7rm~A15U^I?A#L-&(eg58si7f0Mdz zVz=+wiY)76VzXI>NRGIb8yYw&OWK*@5=#?QHar7%9m3iQxdBrPz1v#WV zP;1q*U&cPSzdj!{HxN1#8M|Q{gX1r2R$RT5aAt**(ew_(vL){rfjTUtrJdM*>=89 zrx}M^Nb*noQ*cP7!&Tzb2Apv){u}B(j-wG9e(bvyg}rh)%52g}ILNN&*7;NxM>U?e zKiRk%$zOi#7@VBMu7}mq*B{s*<>lu^BmWmT&96y~e>jE%EX_At=)%PPe>?11U9tsR z6NbBQpJ3r|h0XMY+XwE$kh*q}i1iisQ~xSJ|`K zq3u>GnYj>%Lt^rZPrmXa1zgVMj-=s)68%=E+7Nbe7QQS^;l>^xp>nm=+Ss+;%7Bec z3VYv`9SuGwf-`m;qJ8fre~A3pabf;d9S+UiQoesy0K3OlXFZ(RgF^|azQtj!NE$gM z-c>({bj>=pr&56ZSMtJAd_N*xTy|uhJc118$wP;??7{K2UF$iHw%}CWr9F~Cr?D@n zdoHnhCw6o`_oLlb#i3u?f-m05W5>OK==6OWNZoT+phe0JJNqnsf6snNLXup+LXwCS zR)2mi_)$q0Ywd?lzEmk;mLMli|)ewh6 z3~v1sCiHgyf5pLWMv>d99L=kmG}0;;xn<3^p8Zy>fPc5D!l6EBR9JUIkf4 zwH(rqt;LDbY%#&jDmW(fQn5Vn5O!6ZW_`OfjPz#?F&PDyabWOC!0SAHtbcq!xRID6 z>DqGXe?_(-B-vh^%*-;y@>OZa&!l-GL$CFhg1R=gW!t}b9oP7fb9Jn``BylJjDaD_^`?*_Uix1D( z1&K&xGmO1Vn?8hVxnVaR zmRMu43g;y5uRY(8isR`&WwOqRA$gha%^G7x9J(rSzi2cPJ0GO9&t|T}DLr@_>~D&_ zi#p{4cNkdVIs9f$F&LX`&RzR?i-22rI++?g;$i!*S6OlT4XE ze+2I`4!#lQ#mRqDIR=B~NONEFSXsXWN$pebFUX7IRKnL%T`_qqTK3b8tS%=Tg|acw(M`>!(i+hZl&?gXd_L}f9g&0 zRvdC+JGsS55ql+sdw7P|;hy+0>b8PoHPH@cV(CvgH!VWmPe|^oi z%ZU~^p%N*+HdF~|qU#TpYKr4D_tCVfr`wR^n&)cPSc!vnUKcjnCE$>Vp=qjcJq{`) ztv|Q)2}kF=48*x6uvhT6nA&IJKGq4XiwWRI+6CU0dk?vBB+@r`R5>4~*6bQN7~_il zS|RHWKj*{Fk*N12XSk4IT`#!Ge~}Akg`Kcl@qX+KT`sf9a)rs32b6Xn1) zH?g7m+V!ataf0VY;xyS^ks{Gs`QOPHoIbc`kn=(*P7HL0SN1Jn|Ml{Q<7UTk%%J$Q zgKZ@C#F-1yvdpkG=Re*xNbsF4TjcDoG3?CB_UEk<#l{U0awVUQar7VQf6YzqcI>Iv zFL0lA!9G#5V^2i>;qXwUZtzA+B!Ac@(LXqhBQLnMi&&o65j(+NQ2q)h`!ty1kDZZp z;V+INLSSYJil(rq>4D z+VIZ@i)}x}i9LLJPoHr?45>%$n^|iEalqK$yO?()j=dO9e z4A8UuG=}Ma7K_$T1`<8aHbKf~3l2ZDUCN%zMaCW9ljA=|uq*0mUEfwo>}wt#HN5^G zPAKeE72lD9W6Rrle-kAGk@l&2FMp2=k~#zfJ5IXdV3Sg*sRs{^@H8~P5_^E%Twl|7 zai)iqjr=%{I1f?xjYb;DI1$ksu+=3M$AbTa z9H||`VJrW%4A)Q`>sa$QJnS8gC2r&x=n}+&LPYCOm@w81G9Ky1{`N9*>J+k5*!9`rP{LbQ01?Z$2E=fAB%NKp*GYS8O=gc4W`y0XOV> zdO_`EI~99A?~A>-o`ggHY?^8_CvjL$?qu`180>$&C!;ZV3P<*l^>Xp#!;q4oC8f0$-Pp=mMO=PEZ@JUt&!5JDU_nxLV?2@b1G(V=>e#)*@}2Yhe>|if%$_aboy4IV-Sx*4=aAW;$|>Ub z8+&&)A5;&M#fh2LcAdk~IKFx;sO20ll0JUEG%Z+%G#PfW*u$APwsynxeLgw#+1H7EvSQpA^A#k0@8S1cYzuglYFOK^s!@7+$rxx|z0Y0RK4KDI#P9bgE znZ@fy2XQ*WY)L^W6o=fkcdjS+f2D_Nv}xl8DIDToz2TSj08(%6H&L0`iCNk4pY!(< zxq2>cZS>z5oMazROPgonaG2v(UNH+CTf*bj`2s`^toF?HwZZl{H;w)vZlomFK9K(b zNdA39xlOSY$4;h8MnC7op=;fn7cSdkkLz>2!1ePuXdEjtdD;qlDe^Lxf4KOFe4jXw zyVnKDx7^QL$)#eC);nY4bAC9^f33kYF&s(r=ag%k`LILZlkH2NAP#T=2 z*~?FPpWyIeH3dt7ZtO3Ve>)a6n~vihS)5&>vp6a8W>9GU299y=_stsWMtU3T$8wz= zQiAijcV+hAuwRoOp6F>$6nA@bX5mm9yMhQY=Kq{cm1IrqvEsr-^^89jM8 zlw-J0eucPCf3D-JRSQgUaNDKm<9Vvs5}@il#Nfg~t2@8;9$CR2vmHVu0?pVcbTN2> z^9439C`Wp*YvTxYJoR2Ru{Xk^hWcMfI9Iqf=fQJJ96dO%G50@R9mqI&V_P}4K6-hG z`-C!~^X6-%kB?(dd)}XQH3SEbo$L7CqK>_mYIn2te@oza$%XgwGa^X+xg7j{C<42B z7j=2Y_hE?Da-iJ=3CCvkZ#=Y8iDPM>>R%3h!ink+MIS#B=P_ZJdrP?;XY}*We&oqQ z>IApm*j@(GK0FAXm@mM79=5)yFReJ1!*h&B?ircKAA_so?JXwGJE{;B4IdJ?pKMq*V zHdTpsVvpbDXH#pB;?T@uM|#d_92tx_+kfa8f0FOGOxo@4!$t?zY3^)kV&CrFFvu<= zxK@SpVV^sZ$BkzPw_4-ay-Ts}L#^1>CMT@X$%bv*E_O$bav}M>QcQBgAEZ;iI_?~{ zz#iSswP!uP;mGRzo4-2Qak$_EmuEvB4oBz+ZYlS|A=fjBPezk*W{09W zf5{UZd305w^-4W9^7X&fb-Rs}V~Qtjcz@x<&sN>i`{_8CdeHc;ogC5s2IA{1Gm&H! zdCn;CJ$Ac=Zq{SpgM&s&EA~2Kz=P#9%9Nl8-N{WzRQJ=Ud6$d16_I_zvB4jrBaPzDI9;`Y`W~5i*1Xl znUVtgkveLeeCiXy8AY6?7n&7tQ0Dz9soxus)b(FxDqS7P@yQ#!J^gS-0QP$Hf8539 zq}&$`g z1h4U+V{6e9?0@2JB=x8o$p*(Qe{_$$#hJAUrI#w}kt$}(i2J68?VLy01>qF2&q4P? zb%;K`OR>`2&l#d>c|wgN=)$dt(R6aQw1B=Z9T8uz~IC zKHotVVy@>#K8*_^h4iO$x6~zU;-=OmyKN+L>htS)y{dza;osr z)uR)}9}6|G&HPG*RC^#!=>2ylG=R9y_blUij~4_V%N|WaTkMzExKX3{1`fMjdwz_uOr$8q@lpNW}LZX7o>{q%)6zmeDP3;!j{s!r_)Ay4ibHB{uxFAK7LyE{%&O7y?2kv6q)fcmYUpL~EO6TcG|BE<& zZ_qCN9v8t4I=8|kSvVq*T;F48i^Ipmk1W;s<7A+e44=nKERBo3e<)!pjXlcEf32?4 zk><;B`dBSHj^Ea1tIjdO@dIphvo@kn^m)=FJhO3Jvp(D1eJ_y*Z8sZB4&uZ!y<;~& z2O}f7ieJI;3eg{bd^n}Xi4=WmfMl!#*2^z6gYPPAA89={IADxa&21M+YmVTAsdSAM zSro^^p3HrCAdFMSe?wI|I;q&~r0`5Y{s)e0pABntjl>qVV4p@8;vD`n56V~|@@#|G zYK>YMBv;FwV5#jxdR-lNV_F?fl{aVco%X_!_#_SWkWTEP**|1{IfgyYjvqWY>V-@R zIonB>MjYZ*^uONJj1y~bl3Eu0k#b31N$p`jj&!__{dXdRf7sWv;m@xTJdi~eJbL~a zGQ3j%y}9Iql{%*rhI)l?^2;BSmX%DT8tPJBHr&PTCzXk}9Gr06^~%qd5;fvJbWa*{ zzajb*wYlL=D8WVEFH*RjkhEJRxNih$WI0iR#P8X{P4j3 z7_P#j5%t*3%6n_gjKksHtu51vMDBR+KduuIhomr*f6sE7BRC|YB~+=g(*k^cM6i!ubl~s5{!_ivG)wpGS>@s_7!E<;!_TO(hsFnKzJALTa zI}a})f9ZbhXCYB_?6A@(X$@V%F87aZwwVezCbX+>>pMRj{*%1>Q|~&gjXkconL_Y} zOn}VWuncVMQW0RNNf17y_k!aK8OMISTWczmfsdQFz5TPPmbdr+{~o>jtbF`$kz{yde=2QN6JH4FH=lkhI3*4K@3-%BQS^lI zc@Hlw3J(l#{(WWBhIU9vF?D-4k_uyT61#B2PpG{k*Ozik0~&)h(k?9sVa4`{3JV)v z7|>n4HDNp%I{T^?a?TupQO@t9mWFEh>pjV3%_$og-rh5=o_`T&NnDl`bx|1fl;8G& zfBh+DtlOSbve<$~Lt%lAW?~ib1H9)$rwM1V~B^0x7r(O%} zg`U%LR}E|np@{dSHXrd^1qGtB6&GuvcjJFOSskBXAg)@}@y9$2oYR-~{wx4Z+S7O2 zz6C(F6uEBPt`chO)>@sFEQJ0`+a2#!xID)T zx)+Ti93OK-+u0XYj{Rq#-*}H^f2^e!^h|2(%s1QwRpPG>#gN&c(sY1IaJHP*nPtf$$r`)%U0kyYy ze0Q!(g3iN&9qCu?fs{%;mo(x4G{d?NpnMrxeHuQ8EU$t_^J_u{=jULwf9CG6Uwt>U zjVAmMo|^(v+4}4bIT?i1RyJ_au~tC3)DCNkc#9s^}Pt7Ay>E{KkK- z6e^Czj@%1Lg2H{+tJ0hgSq?p#n;wfp)5QA5pR6+IDuN33bY*CHQo-S49tI<(yU#8x zgh0J>mdNuScW4Qye00Kwe*)A^bIS=&l%QqJ$nXcPP8iXh{mdiy8dK+_`=0n}!2sLV zkLTSSq4nW6{i|-r7IF^{H<}72Q zqUds-ItzxnG!~K^LZPX%#k9x#H}oxxa2jUnVj%Zw4}%Ycjs+M!f2+5A!p7lz&Hp+k zq3zYpPPG$#(CoAGPVSEc==;km;$hr^l2Cz+bDXI#cwPN&!Ui(@wwKD1G;xByBHH8K z9jZ{tm!H^RdJJ0i4z?d3SPK*0ZUH;qKY@GtXN@1yJ)!?!^n-&UmeBs+uh*fkW?)$4 z;Vwhja2U;a?4?rre;7!793>9pxrA>^oYVQOi#5sL8{P$EKv!_qT(*J-3^nsq-aXC> zW7}I#_*~?M@r=wi(#QSq$uX$kcKRHfc=_FZiM!q~%Ir?L+a3pluT6r5T}PnSIkR}RycSIK<*hw8m<@gV ze$hxG3lMuNOfg#&-K``MPzI?Y_9jH4uNrnac0x~|>O|%ulcg4?-S`*Bn!v6zV z$Zi=5e2)M3=U^dZqI$~o?)e_B8ll+gI>rU896mTN8^X@_1q zUE#yp)j;CORPXC{gZ9TL78CLSsBU5d(w)I5*aj~_Z=fK=nKDV7XPNB&)G+nI(} z1vP&3MX^CgkJ-BxyJo0-H*7yX?+&Hy53e;oUI0qxnzt7|-GY8YwvrK#I%t*AIvsRl z0lJIge|9CvxzW-ncv``N+f=S`f_q2Q= zLw*1zKllzA$E=3&+h=_=J7 zgFfTTH!ofa!$6f<+rE5v7|N}>C&9W4gArA?-*Fg0F*RYnct-{d&|C+%&{soCnu43N zvosVPQemHA-GYw4T=o2={6M;-(f>&Ypso9baLli3Kq=B$tM`lxs8@I8ZE6*U=F+{6 zfB(nRdB;=vzkeJd$xbC2vPlstgzKbbXMGStDN&M;%(99K2?;f&nBe_ynQ7Awx?9x){B&udTE?Ev zgTWYPWulGvt;=EVXpCwS)g%<4)aRMaf7Z}^e`x+rK_2=o)%q{*FBOdIZoS{Oaf1Oy znoPn8S!ft|pVw|Li`)imW-iI#pmR2__wCzK=>Ob&ZLsz~z*{OjNmyovhO!4uKavAs z^7A#k>f?CmZDFg4H2?pLReocF#551tLAAI&6jN9i#&=v_pvqo1+LWu#4+J2tv zeBuiuDZN*OfVcrauMmbyypVLGHV8RU)K%ji252Wv(Kz`qXLR(ntbBf2hAa+CTfA#zBn!JNhb2Xnq*N6%FteIyV?d_nkYa*|CO$9oM zM~{C$Zx3C2;^KkrB*335$lw~%gQ5HQNM2qcc$0Me9RI^O816n+ptiXMt)Z;*XV>;a z1=2AqYZgJ>A%fe(n!14hQu_Tw_e!Pn}xnw4tqsj@9=THW$?XzAp!IpyMMY!LHg5`Ifbs%%Asy{@CEZuWG(R>{sbO z^W41fQEFn}IbS>sDo57;$?SyIzhnJFT@uhmu`Qz2r-L4uIhzwk=Fm0ZocFfg0tgno zzlO}EAZz2I>w~~JsP$r2KR+i6&3_~Gf)t|^=)OR)9v!cQA+G0vN|!lMb@Xvo27LzT zJIFXXOqU1*r`vMA_G-`}on^kJ9I`F zt9Oa{i8C!6P$%zLesk(BXfmr;%4kzThu?mQr22C(q;_jXdsYpqrbxWh8-ExN#Jy(O zM5Qouwk9Bk*A#l`X#Pul*9GGnUmbH9N?=qI_cg$V4aIBJ4U|&J!l2uS0#h$XXp=wd z3fbW>=)cpYRv`w5)Plj%{x&yKA3Q*QXqn_W#@K8r}^hVZvAdEgA zl&w2`2})}`zW!1#MG>N^!GBys7SJiB>Ga9r8dTfrKcJ1XhK>`N{2LD#VZ`mqZgkBI zjIc(ExF4&Bk%>CFV{dj~;M#Sz#T)m~uS(XR84)3nm(_PD0N)8Y_e-eWn&KfV>0(Q= ze;)ed`^4u&cPk7EY5r4MSw$t(P3KFqF&^C`wvf-$I?wVO5A7G{naXLNKnHJG_Po$Av<1=?(}qMqR~}6{=UG7*9hus6 zIYk4-3%b`Ccr1W;XsAv8vjGft%2TwpUP9w&692;>FBn}vK!1g{Q=la~jv?iL?~OSA zMQ`PUAWZs97M;*=hH=xs=jI#8sOrzHchXH+&`tgJbUm#;6p?(Hd@Qx0M{lThGPD~; z;~w9R%fV|&TN>5plZVJ#hv9G zsIN~SHa4AyR)2q8)cf`g5RCO@Vx=NrP@dpOx91rIB$3HCqguIABHc~ zqNC8L|68T^7ZvpXePQ@ofC&hMmMqETZ>UwcEtM%e4S#-L7O_YJ_sXs>;Xa3?M0WyLugxBxpkG=59)-9?am-F`o4OEe#x>FmH*jhqkrRtaTcHT zoCfA6I+ruJow;D*n%vQm<{0Q>sJ);6Zx_9#+<$s5>2Cq)36`= z`G5P5K@B?Z)l`J$Mx&zrew`y18DKnkU@!AVI4Tf-eNWzw0c!rKnasmIm>@p&j((T} zRSfD|-R`sy|L*nY?L7w6c8<{VIR@jG5Bt8el6qkxy^$mv#)2|TKU1#`2f$Q&(83M( zWPiX9>-q?Mu7>o+$0ol^c%hZNl|b{52d3`48DtPEfVM=swH%oem>3A`Om;VgdDdrl zJc?GK`^0g+D>NQ}Z=+o%Xf;EZ4SD$S#e+bI6G8j`5TMx_Z>_W>2}3{YziNF*$GGiH z21gAZhU}OU?}5U|9qIU0tYFGYfCyAnFg zeLf4uCINo@3_H2M9Oaq?W>n=TK}!wsIC~ufwCf$w94VlJQMP1yyk8y+yzHhv`{@~^ z5BiJy@H0R++re|nGW4k2rudh5I37^Bv2?em5sZHP<>IHk3We2U5A&Z%qThnPZhw@& z>Ckt2X3bU$^N%J?l6a3P4Dwl?2tGOt192O;jy-H%$~ZqvW$psLFu(%*Tp_bp^KPBF z1@zGIdQ^FCqX^@Fdzk`k*%YQIG8V%^@Dt&bEU@dfAd+Fbv&<0JzE4m9w$6=;K z())788K+HDJGRK<9qr;GpB%pyC~mmV)*jIPAEAitAu@j8rN z>WS2w5QDjse-6Epvc~eSQklZ|Jd~a+3LF)?2BRnUbIzFAqqhEoEl(BHV1IzerK3S+ z0=l_m&V4zV4xQ$zw0Fd~p!f4vUFnJdD89T`$9W?OrbAmE#*POz6M5lm0T_P8({2Y(@FgYH=z4Lf7GSJSgw+vbmH#J0=%%0$|;W(=wx4F zKT%`?ZC6y}*cf=BbJ)#GuYWKWx(~S?tozRg2q|};w82RjD6$^1{Im&eZ-nmMkuHVY zr4Q{aC0x+t+ubOqUytcOV{W3QHMDb6=~LBBKt-x-F8Zer-NPEZf~5jb6IjFSt-KBs znx`F#eNADg<&3p1?jH>G9XH({?*$#-1V0rvh5+H)!9$xq6x2c=qkopU$OY{JMPE{l zgixi+q9MR=a0xTPBr%240LHX^%H;&94P@AjX7vqWf?e^E&3$gvsE$frc z@-zy{54^rRIgW#Wxf;cPb6TPH$P;-f5-+Ohzm?+)3^1Y2A98&@8giw`KW*Q}L1VW&XErneS>zVNtTmqf-pZVW!ULI4byiPHx>QO zVDfP$4YgT0G|Z86_A1w*<+RHS#qajeW5Op!)!GZ=8e5MTjep<4^iB51%uiOJUd*e1 zEN~QNPE<aGJ&^VY;R-yM{RGfsto<2tDNj7%b}4Y zlF7)x55|30N`FV*FTzlFT_oC+fi`Lnhm1GlsJ1P)Danx*8np3_5_17C7ydni@9zy5 zdUmY6rZE9VqA&m5{qYs>@7YCb4LY!VfDbH7#@5mOLU)KF3*%$O=PECCB5AAJ268ye zzxLJ^y8W;@$LYU1Ll%XSr}>|9UId^Q)^DMD zIMLV83~d$n+J@u8q5CDRhGiBJWp0T3PgWD5EnZa4U;7zUf>1Qw5o?(G0bD=bgkjds z!;W#%8Go{tbZ+%L;DwsJ@Mub`2=whT6{W2kz}VFhQ8mg9)a$+{%FjFsHH93ygYPlE zOuv&C^ot8hnbS>9XeB|rGqs#7@__MI$1~xX^8elsGB#vD1Cs(WVgjneP(rH^q`>Bd zN}XwJlO^(CNV8e!MDH3jZ-g9`tcZiQQGoHtI=2gV>`*VmJ|KM1K$bz(C$GMsft-DN(EI4$kCO`_(CO;& zMAc#tB}EMv=(DuKFlS@x@$FlX+p{osUNQuxu3X`!w!ov%_oeo4e#QY|yRXh%F#_vf zhkvqyH(#Ki;HH!@)eehZ3Dxp9y`jv1l5qM#CyaZ!4XP!2!|0*km%EN+LXY3uKJXKV zp(A*XrebLz)ExIZ^~40qUT*Oy2l%0)&mGr7F^=!)&lCO1_Zo&xH1V7zVlc>Xy}4w9 z2L?ymPLb`YV1_Gq`;7T#=wD>sdH6vLzJJ8=y*XP!1%217)%$eHf$$@5e64H+M$TyS zySP)JEx9hO?-@3ye%z-t`U>H_Gqrvn#S4aL{zaVLKMb7*lxwLxV&PYiFpKhM8I;`qDJP#*f z;psMM_rHTMA62D$mzQZAS~LN>m!2G2DghRk$sAhjA@6(Qq3gQ9`(AB582vAduF8xL z>N8fy{WxTxoseT4bGMh)9a>X=^&j+S(fPgNuY}f*jIXvE&p|1dV@H3R3l!-r_VN}o z0O10)d?K3{^h)p}K89o%IQ+rv-kDm+Gt`i<5)k?+}=2E0bOPPc`Lu0$G9fpUbOL77&_~J)X14I3G=i0 zJJqAn(7B=TUzkG-46}3vcAd-z!uVs^`5jRxI9=1`)VdBMX#}VJRlShN>1=H_pN?_H zii2t4E7U1!_RhY#0LH3(zPG2$LVq-)K+RuUl&Kv}(*EH;!)T~~I>f|Kx;_s>UQ(OKYipsBa!TnRw-MAzf4HvnB@S9|an;Xl z(?WfkMD`n=cJ#TBYJ-}O3Woh^hbLMa0bizK@YwM!v>!gly79#y>I$k;uddqyLGrJY zO0zb!u;dj*_FRJ>M(2&0=P}Sq3@(C2Un6KN>|rntH$&?MiiAlJrxHHySHU_{r-cP zchVA>BpkHRPhRe-4}i9ZH(KrmPQx63=z_J(L#SrIog^^&5(wdnY_aT#0AoO$zmV+H z^t?pJ9wsivSsq!ghK?r=f8`;_2?$Qk5qlr0U~amb=UJ8wOn(@cGI+xY9hSE=Oefh; zk8uONWmF*g_f#c6tcn48e-nG2kN81;{JpiKQAE@=HI!*vmjx}`B9!U#7oi&5F2_A2 zL(9_puYY5RP_>>x3K9?p!bgn-k>Mir^~zsNLqVLDZ@-sjNab-_r(^8z%R4S4)BL(A}@;`fbr!} z#j>z`sE}g~8KQB4@q0?Qa2}B`=1g}yIM)ZIyFEQS!4wGtbK@iT4h^HSvLA+KYSyTl zY3#3ScsMGzzsTn#f4U8AUjo7$*=nIwe$8w-`aYDsZ@c!!^dxFq+b>9`Gzje;5_yMW zby4Z|0B`#_UKkL={f^pSjlSyzJSt|jhw)CzvE%6}Fd^u9-E^uKx;nF|xGpHcfWe3K z!|IsdNDK=M@F#+I%YiV{BNjk9WO3Vv+8kO__A^z)C1Acwe?RioP#+>487i9|ltPnj zvJsQ0B$mr&V_&&mgciZB*>+L_jJ;R9D~9ABD%ZtIna@87Iib%8}wKwFWmK`g2|B20|onA zq0u)$@Rn&Lf4B-QiQSf=g5be{|Jp;nAT3WMbZj&o$`fukxOwNH(1Ma#%VVW5x@cvy zx~&hL3yb@^hT>uTxy|X0Pcl%w|FyoiycWvVJNC!uq9nB2^Gm*Rv4=7CFwXrZOVD_A zq(b;56ExiEe|gsF9(???b4%Vv5*ob?QyDC4p-t>-e=@aBBX~6*RjApIgNl_i9d25r zBq3q&pZKk5duUAAA3-@V1_aSB}`iQ>}pCZ{-sHp8$M2`)&X5c`OG+B%A79j)4h7 zI^SO-=b(>GqnoRF4<4?cloj6ef4c@v-1|v`Xh3hh?zS~*o zkrECDDs@kNAxFV1OR1s!(O9UT?Kvr%Q3N9~hm($p(L+Rt_xtlNFwS5~@?R;;hml0R ze^dL#HUIy6^hIHKvZS*OWMbKpP7x36p1fnitS}5Df@nr+x)PAwl*R+*m0;tDj>$Q@ z7FhP-s`TV{hpkgRJcVw~uy{URo#R#*tm40?8LRv1i_4~e zdp&@1l10Icp%uujU*vWTp2NEFd!tLYfA+!Fo{{$Z@-slRG&+uG?SORrda51AQJ7|I ze0sv94aoL4Zss!v!N#ObC#fzK78S`#y7p&*_(VpO^vW1k?i}@C{G$jPPtwaTCRzab z4>LpLhiF)4Dw9m~{Q;YMf~WpGNrJ^H&B{ydc-WHpXsv#E9#(^=<`0}y1Io>xf6t>U zL}1eHw13gE7iJXZ2o-dCcG&D#Qk@+ zLrh~}vutGjRn~P_2+lpG7OQ|gS21R&k`_pVbJCfKX)w#$AL#LZ9M%kYO(SrQKzX+} zZ*!UfNbS$$mA7qyqVPU6=~N4Bf7rd&{=#-==yFJA1#5Kgc`<6!w?u8?9Eb zW%isUiLM7omA1R*^KD?|^uZ1eu^m_wl$U&aZWES2c?8Qk<-%5QY{sLWW}xhwZhjuk z0h=X-*+t%oFfUvY`pEw@kXWBsX0_7;Icf1xnKuC_j$1F17caq__pM0*e@|vuaw#j^ zp0j|pkn7$By>DR7Tv)1Q!3owRx(U2@PXf8cKl2b>AuO+WP0UOP!K!019CfFMb=8jt zboCfuX*X!($9Zm8DWAJrG;9QvPTd>RuVjI2b=hj1SOV+(mfG7q*txr#k32k82g_Q= zju`Z%1M$z7vkXm)Ks0W@f1b;b2unF<9nLLZg*Dqp+wDT7Ko%^`?;UP{sd&j>4;0FP z#4Yw#$jKO%J3IclH82Bl`f(d#s)UW*8k?{0@_{nDezHu>0+#%EIIl53fX&`?HnkIf zVA1lg)XhjPAdNo$Z~NAL*j9~+Sm)1x7cyI!2e_kFaVrTXMQZP$v z-Jx<=^P*^P*c^wk1V$F>B}t$p-dp+eiWx|KcZ10P>R~}G*++k$E^K(nHhg8u1afdx z#+57QVA+cDDMaiqtX+-{k9*!&kXdEvY%teicjfBA1o3)bsgGDB&u!HTM7 zi`py=tlp>ocBM%kmhTnXmpfv0`yJTt8pQ|ecFmduMsHX@=xF%R`4Vg`8F~%ry#xy3 zcxtldIULou{u??Xoj^X8(fnZIDJ&1E^5%#71Lb4?laZE9Ajhd)E0z5OD^2^nU3?s1 z-HUBS+K(0}e_ws7*s=_Ovdr$YDiQ~4fpA(TehU^wv@S%iyo0Gze&Xqg%dqWpSl(jq zFp%~xovBE@1e;IUMoCY&VXb%lNi6kOAl<;xe|EG6$^fm&&RhUc>=h0ReB_1Y5zCQ> z2Y$dps_TQtNm($hMc0od!XpD z@}{nhz)ENWBnx0V#8wbC5%vid61H>t39qqrwu5YDW`MlVX?)m!9LRP9f|t)q!D^b} zb|}!my4bjig9-MW`~b4bJy#$e8~ZsKAP*#V4PB)gJ6NYn_x-fE4>rH(ala7`hRwsI zuQVTCf5S3cPjz9-M_3u|ppimiFxkjds#V1dYkc)r;`rBLlV#R*@Omt)e8D#be#Yt; zgL7akxdQY20a>nP0k9?|+%O{~1T%?3|McAM1Nl>SkI55nSj9bRH<7yt#1BW4-#dhbTHIu|e3lI;_s#x#$O5eB&ZkA0e?5mii!5iS8ZP7@3RIC|d%O&r`hA#wbu~ z*FIPNAI<3!p!OF$2J&-mAYxh;J`cd=3Qp$CCmHk+M z8}63u%l!qE4hFiit0l0a|9hQ&ssmQ-90$aD1yA6pk{z2w?L1(G#IpG_-vw4UIWyDl z-9Cg8#q}g_4=AQ@i=R$O1BIWz^5EPstkIcA??1B# zgi%FDNmr1WZ7YFZCiw77@u+w|8ldk@(DyhMK-oM3kF;pv_nfX(-{>v#07 z!O~hztJ9x+*t%eR^p6-PkTy2cQs40d<@Qcg#DjlmY>tQEB9jYjCs}`(*s2Fgi*59> ztRJlQ3jU5ilm@%h!HUvFl|VjIGt!%!0;Jt5ff|=2V0CNMbL+!Z*eNdYPHYc^m7jme z(g7D>clPDA7w_9)>qa%vYCr^5S?yB+R|>1Qh&QtL#$lVK=F_m9AS}GF85O&S>F1Xo zI%aV=UaxP%%EOrXx0%MU-MudL&5I4lGyM&Z-GpKLfq~NRXBT17E>!h&Z2_!H$H|Wh zVm>$);gH9(2Sm0rH5P>bfRcRgmwhc-$^ve;mq{*KYXKLRwJust0e!awFIqMM6dcuH z^GsdnBO9!5rGH2IyX3&~otI89S|9;?mv1my9}bpdIYRV-ZFDm1aOB?(mz*$K8ajX9 zQu4x9V2eezjxebNt6(4UPcsL$HJZ;nY`z8CQYyNmJ&Hj2OoMxW3*)r{1r~-=R#>0w zQ>Wb@m+&xJAb6cx!-nWZ5hfEcnEl(8Ie7{X#8qZJJG>q29F)uW z$HfaP;wzP_?}e~A->UpGs0{1R>gJwb_5)I?PO$+W4tAp){~OQ7!*Z$S)|>i#EI&Rq zZ1^t>R(hUUnJ3y}xl5Njfz<-mxBBbu1fPM4*8{<`E`RDk@gMn~npO#G`6qg)mD6!F z2WyQdZ^XdHqn<$b_gS!gJ^3%659TjMUyI-PU4*&DhMp_yF|ejybij6d7)RyW@n!!l z?4Hk!cxG{|0P*;L8S*!?F`ZI;JkgQ{%jQ=fWj`ndQq0?1Di5b&ji+OpFq;n>A3qrP z%OwG6zkgn>!L=$_eWmyx!8jEtMGwRR3anx9BE;QZYZ+ zB6JDZ!g5L0e}a9nu)1e{P>=WoHjmEm_}szj;eSf>vSe(8b&cCo0tSXa99}o#2(^Ya zer2*~R|l;5C^MFi6avW*Q5N~?VRh|gsSr~ItljjiW2M5*Zygrz&;J8fg$@&ipJ4OV zAuQC+nvA3JTBoCVQwYRQ?#yKvH?AFI70YLQj^)G898EuN0I}Te>g#|#ShPq#yztZ- ztAFRwxzYs-nE%#h`g1V{wiIX`2=iSqPORBD*_{R(t`fgx-du)Nk9*MPVT ztoar`s^L8h%U;EwgyVc+vnlPDRrdkd@o0-6=zj!Ke86A3OcmHZrt52=&j*|Hmhppq z82_!yc^+#Iht2pa$IhMU1WJrH{eK(t)3C9}=th$=#;89CZMee}q39>63@O<)=So zzf8i)cbW?v%Gp4Y*EQ5%wFcteA^NxX(t%{R^ea#*99E_crP@re{*8ZUViA^w`GhD< z`-yOvOwH@twSEM|1F4)6QiZTYysu5vd;}Zni#JZc;)B)le?QN>J%5MYzw*I7@f>Vl zL6XAhFc7e`>3*_FBSeK#yg6y$zk+X3>)*0?OK3fQ7^G!ML9j``mrB`j77 zC@wdRU!0eO&9@5AG=Cc(!-l{5H=z(?SS9!gUKJU}=EU-g-oOlOL@>_37EXX=*0c9m zgQE%;DlzD_1)^Y- zY0Be=uyIXJttPV*N2M@2L*!F~U4CON`KUe^navLRLZE@Q)_>@4?vKWRJb(F=o!d_! z?^p5G+7|$1+M{>#kK`2r<#h)Xheauuam#gJOQ?%_4uW}3c|`!uZNc26F|-(N&c;i z1@Z;av%7mmuz&U6*%B8$j9aS~x5_3tVACVY66aiq<;Lp=1U|I`u{lOsZ^ehtjF$m8T9$u(*jP|L^5Qp^^W8j- ziHlqWQhSFq@0u7a7u@Un&CLN6F4iBq8$~#(t99H<0nxBcBlbn=*d&k@pS1a_VDop! zMe*=JF|4?Unv-eWVcnTsRCPHWD1VgpCsbno80a;H`@9Ove90wqPn}`i{QiwkZXG~z zQWpw8m<&Xgl|X+9FMHTEF#F~7f&=UKb_L5dXV?mfiek0R!_jUeT2<9H!TRt~B3Tcs zBYoJfrpR$vUcD#Y`=k@L?u%Z(qtXD|vFY9`Hq1blQJ4v1WP{xY6XJ*b?!#t|raPHO z5f*b|fV*EO;8cSkq9aQh1zi~E1G=S8$&_1fA0-V9~}**}P( z;Iko+TYqO??&k-x6*JT4)%&p8!px$Xu?VCc^2|KKa>ec3i>Cw5!YYSs^RWqxvp;QJ zZ_BrVs zR%yWAAU+Vb~oxNRq~VtyW<^({(271qv-M7=qo2y3;}i%(5v zVRHc4CvCd`#o^q~XHSm9(r8i(`)N)r?>p?#R6KuzZS|25FJ3QLXVSDWp{j$GI{O%% z&k0yw6$vnTf%(h@_7?-c1Tc=H;tJlz0Woc&Gvg{NthrmId>GUP!c~7Vx3VNqO2va? zxCF2~bSkRSY8y5U_(E%s-i592|H;`o(!hpfRcHU^Wgy#r$t;uU1#(-PW=R7FtQowO zVSRti49mCmo!ed>ffa@#&s2IPAfAf37-I7gD8)tT7izA-n%$%A4@Hu&`iJh}gP-28 zoEE4PMpOoJ6U(N;tvpyf-IMp~#3E2qTE-u++{NzwTyoO?zDE$QS}Hws|`7M8W{rJBwAiXPUl$po$XGzO(>EltLOoSUe zI%EgLm;8JqOg*sv{vlUY;|i?Cym)@vP7ce3j}5dHiCF&U_@3^U4#b^dx8L7`u-tk= zJk7x!NWHJV=837pyy&a>y`)yyI7;qZBRz-hInJySwhCBpey4ca(j3;fL~gU zm8_R>w}u#D`5ND$mo=|prSb^XPiko(@_#slD>s0(p(jno=Xrq?n^l-D^bWS0t-@ow z_rYT86C(eA)j(3vXSN(vgms;LUCVz)G_bO^{(b#3mY*34e>qKI`SRyJT91KQ*dn}~ z@-FU#6$xHl@`+#^)l-(o1zhd0_Q$xc*!2`_-F6G0-t+@Xr{?Po?N_jgmTdSBYQvQ7 zVd2;O)iAwN!8`TB3f8i5+xqT_u=-V`rs$pnP*Po#R)Vnn(&6Y_RiO&IPS<}+SH?&{ z$~w*w)MOKZ#5V!DOTP~b13gYA|aDXDCX^D6H-Plyfx zC9hC_a{MC@pB_F{EZPnvEyhv7XEQ+7Y!u2Lp@r3m(C=0p&oNHeB9iQWV>vh|_*>H# zm^xr4pMHZ6mKEF;r;ew=;*ozruV)8zVOe`;HU8BQZ1c*v72q*lNq)Uadqo{qNhd$7 z9}kAL$dBLUhabX@-N}^rW*;E=(h@V-jslsRPMyLw z@?G&GYQWrtOV9T#5g=>aobj+K0rGE_gLbU{VB?tay+ieruvvI<=S502%sq?e8EWl- zUGdh+@0Lq$5*6%)U{u%z)*L2O~^%ca>n?-pJpX zj}cZLa^LzTau!JDeTUl48v&Wo_e=c+2Ut7%_CWYmHQ3gR?8F@og+-y)T(>p}K+<^; z8057Js}HuN?;5B9DLrb&?Et1Lo%fDi%65Qt$;!WLgBw5;K}UbwWbVQWzKq9qs1BC5 zR~O5tL}AsB=qdLJ%OBixhm&4Z!dBuV9Qk(=EGuW}(wjYky(>ch9TX6QdEMoxXV|_; z%j2aIWKK*!AG9kQw8O@Xd}1}B6G%17+`==MZ!NgK+P%~aL{(44)VfVr99I@LI%)#5 zu`wl$`&O~O4k~|lA{(EOzAdq(+zTYqU0-N9Ui~GJ3fgGY*^Db-$NIZW6GdG;wU{y1}IH21e$o~SB z6R+FD!tv3UrYC!`x$c`H{^tc`As%_RCs%=db=^UV_9~7l^7V^RH33-O5mui%BLigj z1FuCjS79rHD-Fkv>E&aCfKMkeAGT8eqw|*rD7w@Qua>~$~)M79l?8URSZ^t9bX8m>4%MMftk-l zFPLD;|8yr}4>qQyJMHB9v2_oJJz8l15*?3AT(dn;&eci1=}?7fh3C7PeAqsITG>@6 zJL9O8w%HztWBLC`#QZl6VOYs_p1Y3khGp5a3|W85M_?7lHs)Uc3zqjv`BsD(VPfV` zyG=(RjB`9paOD(*6}Ah0>H1jCar`%?VZH^6pL;(N(*vlec~MpBWl=Cd^f;fA=hu>Nb8alC@b{535>b*+ znX3R8UH9nXJ47 z8zLAURoT_QhkB(CT@L_xRLhK}a$fg)3)K0t^UE8_T~vMA zb{fpWAKbT>Q?IzKd>l(8c#=7u?owe*0q%l@4Qe{BH++ z)F?$gOvTMN4aGb4ZdqwukPk6k<8kNKUnkLos1#%J z?L%lLyjApf#~-XeF8`#xHHt>_7CyDhCZiwhHWHZucr;P)iB6i~4jR(`cG*sg5j)2& zPTu=8s^k1{b#vMpn#wAJ8m>8^+Sx~X|5Reo=#SS2%T;fo(dzx**(=_mCZqoSN7lGd zTz_ANlEAG$sC!bzLaEjZm9vzvtfmCO?}ebYzg)biWl@bUhMNKPa%anp-VQ+pnGeIv zFs{#5Ck$KU)}r3zo7capI-zo|G=1|hQ#3Ap)jiA69u5B2drkYI8*YV?n>dF|$h+IlZ%pCCD-?pmEMGeO&E_}6o%ucKUO(B%EE=aCOkx?@a9!T}3Z z<7Qt(mgPjl0nbW*em^fleY)N0+7&uzsJk`kxWPK=uyYT~IfZepZH8C>iJz$Y-*Vpl zCzYs8F(I+fkqcEGzt(wVOfAW?L&W%ew(3x`Vx_cOJ6-utMIjU7w>Bb zfBiY5nVdfA*UU2wd~1yQc#i#jGUx;yUyPY}Sq#ur#{GelmR+c6=;#${&qma@WOm(L zy%CMt-4*e!JA`_plW0GmHL*u~&)7wJ3(5}zzrzl*4hQBNK z{1B%{#YWZF^Bb~%j@*T*>rDLj5&qRuglPFR8Wz#a zRF&^U9qsRUJM1#iWRR{*{Pjjurjl^v@~Sp}LS{ko6A3P;+k|HS_p)6yzAh6GuIKvwSZ3q(Sr#ow-Fd72 z+zkysDLMb@(q+`Yk!QrihvhEc)Bp9#GopXz3StaK7*Jc5r}CYJS~N(@_eMDR9-2yj zcta6=6^y!k{`-=?n+!jr<|GXzFg`W+yzc3N2b6!?5vQGpro{;+9*1h-n{KP~55`i| z7F}p!aLxv04t(*XvIs$?S(m5pbIL$$q=_(-um${kbmlhi1zt2p-BUIZ$ANK*W8HGJ z7v#NfxX5%3huRJs-b11CsOw61l$Z{GrrX*x)ZfL9pe~j5r#V%5h;Y2}vU7Pi>SpVS z6*%|^wZE_Y+09>#n$GOC?yLkt*0YVV&M*~-3p^|6ACE(=%xe-pB}vHV-{RHaO)4~6 zlu}L=A%zAgQ_M5sl_=i8!CJ?ch{mqWxqh-1M);Fk(Q9{WF`XwVC@8*0O&z&^zV0tO zQKbdF`Mmu$8q&=W@}=cPgg?w;y-yJu)6b?VSD-;%g|gFq4itKh#~qL>wC)MSb%xM1nHYQSsuw$9+#*p|mJ;y)MfFb)9ES zyy9<)`i86*m0Dy`%6iH>>5O!L)Or1x`GYwp)bQTXTyQrW<^Q<#+4z1Enm%^ztIPZX z8ZB{IuGDykrX+~9PI)<~(|mV0LB3K$RLAyj zeB?MU6#JPsWcOixefN@6ilZ`Qa;lX@S>&M}DftN(EqXMVc;~9+k8;#hyidX~Fb-9| zed$^xAPWsDyfWTG0SHex5T~HujXjU^rW8{t)XXm{Fxa)C$%Vjw?6#Ov)YNJ197i5U z1pbyw9t#gq}yGsF+yL7hAhzFQD3|M!XmKqe3E@*jS9*PBLbu^ za-yasp2e4(d8mXg-67kb7Y(+AU3dLsghp34kCZ$7@9!Md-B|rpi~7EsRq&LQpzh$L zJq5RIly&^@@3;Ve5me}zSU>I3i`pLAJh2r|M%~vdYh{NnqT2kt<48qP4P_0%Mwj_0-RTH9D2l#Fv3t{*`CChNI>k1C<=c*Vbd(GI9Yh_HF& zJ+^heEc`PMXcUms>I+o7)PdTEh19BK*WwxQuILg~3~Vk(FMb)9_c z;@jMeN@aN~??2^5zdGoidhTKV{+&8`t}+MW6~4dVRklYJ_u5yvf6=0pM5{1Ddnp<- zr*Ap=vIA8;>3L9iJRIQ#EQN(^a#2@kjo<;*PN=MZiV|4M!+bj|>Q{xxBI;OU*QOs~ zL9I;hE?uG5M=1PE-IsktM0lFYw7;hm4Se`8*7&m))hF}no$F{tmGKorr%L=FyzO$b z-dAirSKEq~nzs6|Pc%+uE6f*9b-d7G0LGuTl z%Y3eXd8644|JLh2N>RNdj zVfV&!Tj60S>RCUmogKc4>P~BVeBWzC9X4JE->|f!@$=Od=&BfMdRy}CG&WbQUoLI! zEtjHSAFc^b^p&EnYRP>YD#y|2iLczZB(U>;F|ntGlscfPaZ+z{(IwO#o}0{iA{}+; z5K#?BFY2v%{Vvi#9`#ZymHy`=kGi*(+^JQzQCwwa<33YuG{Ht_5$j4z;4?Xdb<6ry$Bk*dd`!7 z^NtwmD7^Zf$A}x_k1^4%8EuTOoovq(52A5@7Ir=T6KLY(6L)nlI@IZ8rM#M+hss6T z(oFWXqW%-Lh}};dO7~uA@(cQ*Ch_2>;oaeA=3J6i&UglDzn$sH!o`R>Ba==XcD6>n zXN5*KJj@_N+^otnr4|i4i*M-9tD)Y11(7R&8>fYaYQXAv?BSF(g zVo@pK=q7)zHi{86_a{kNAi{Rrw7G#E>eqT7EBoCRwPs+>l2wc9hEtwvR7RqSAD?!O zA0}Wr^Y8rFsS;E<(qpzr@Izx8yln-oN72~*G9B9Q5vZM3IqkOdJM{e>|3poHtt4t; zfA_44bse=h)r2P>3PJI<-($<_EfDHerBm3VLUrDU@dX`?sN~y&3bTEZ5cxLemP|G; z{MnWN`(Gz7loG@>qz%VWhs2(U-5HF3w)GmmOY34ey@^eJ%?l-@kN++I)QYN3{3@%! zaxro|y*g)(lcRH*9MYgVG+JgV;tm_K40fa;fqjMKvH(Zt6e zyAMT6(NL3cR*b7GGK%#7km^Q-2-E>WI({!uI&<%TTh`MEFP*JUJlBreWG(4@7&uWm ztxMt2=;Ki7xy)V4KaGZBjINCBD@Eg-P8ZY9tD^FN4%x9kOsHv=eJ6*1sTFmwjeP(C zYt+g8@S32gJR144@jAS$7-fB5;PQ9nMflK!^V%3sO;)-oMt;A83YLYBygflg9p_US z1yl=AS$MO)g}wq>i0;rn`9c;|M+DcWJxE7{SNst_?;k>W(|ECIb1zh3{Dk2bjQ|?H ze3l)jk%Y#qKIw4owm^n|@0%Q2f(n}2p1XQf#}0MW;GW#keuQdU_71HD%b+nq`M$(V zF4TIu?eN4AXViC}*f;#j7ERz^M{$3TM}%`H{>aU=U_8?4ApH9X3~H#L25jC63z9Vr zie1nUqT|-s{~S$f{OLEk=K$3W-?xwRV|`ThUa|PaDync?J)%T^rp34>KJvk{Jd|3T z^E~?~5w)(qm1L4iM?-O^9+<4eqxt;|q{>$s3(OC9crpUCk)Q z{E!G$2tZQfLu=NzXsCpM-P|G~~9xp)~)lZ+WYO_ekI4X5i?9LpjIq)W`^!^|k zUGpt!XH`P=dUhcezD}qs>A=U&&MK%(B)PVaBMuGSS8@~(epHSkXUDBuSaGOs<|oH} zm$g}1o&vW^msMI?9}v4%>F6C^MB;Q54vj~z-qW{)T3W#YfBNrrP9e6XojsNfY8vz_ z^)z+6ObDufog(|fRT7PkjlVgUwjVA0p4304fJb#G;Ll0QAga2g-(oUjk6KK84*nFW z#eCxq$008q>d3S3b`9}Dl^RXbCq9Ru=>dnwDW^Z9(b4@`h939OAkUx6rX%&JI)!U) zBP{?Ca}#G@e`7g!fT}{(YcLMweAw|aw!)$AmBS(NO)6-J5P7#$LkqROjn|!3oksmf zxC*|61fZ%tj`QS9jFW%UNQlmvquRXf@mA+RXq>I7**g>tiKZim%8><1w?3*KWXpwm za~$iOI2};WRF8d9HWkXgMD_libuZL&OQw2Wi9?;uf3Jg|t}&v4;EwA_uHk6%*l(lN zL-nZ3Z|unVr&_3tac!)aQ3179Cw)@BT7sJB?$n++lLc=s@rOQPE=3u87V?K_?NPIx zk7ij^C3YUxfg4q(DDP9E(d0`>RQgIiRLV0D;V)Zooo*P0e=7I}PX#Ow@YCi?zPO6& z52!5Ye_2VQ?j^g|U4I$S0Iivnxh2Mnty&+>AEZLV?h_k`Y%T4ZgTB<=w~$M>+{K6<09($(X$%$?jCB-^KhydFF?KG?x_pW zf6?HSBK+%x*#Nb=oS%N9Mn)qQ_r6?Oaz>4DrIO0E zd1$8o@aKYWEU4nF+>4^~cu1|^YUG%+K=I#R`d$B3il*lD8$?QlAjbQyX2m~V)M8$q ztkTPb%91v@!;kBuUK;MDtBM7voh8#z?Mfw@JX34TloO7+-UmtM28&~SQOc5KfBX*B z2^g|`+2(?OdX*MTO(FmP|IsHx^DUhEwSj2)B_eKE8m77>PH}1lLR*MxjEFQh%t*v7 zoO#&@%Z*>@GJ6?ePLf#A=IsU(We>jY&Ao%M>ca5Drz2sI?n*09j1){=D`pUm9EF8( zbn)wt*D%xGm_6Ke2S!8xIi7meR0UJVSSyFl9e`!-DZHgsHV}346mE8!0!jUu?rm}& zOk6#qKB^W04{-cKv|G{W`51;>? zdzX=5S}+0Cm%?CLFCi^XD-B)V+!wo_55TN-N7~avrqFBOoe*?M9>!FBEN|V!b5odo-TE`U6Aud)*>3O#ZNn_jXXBeUOkiv|kykt?9A>YD zngxbC!+5R2dA3XHFq?Eo_^f|4%tSb_j#nOm@#x%kYWzMJ@-cku$$Jk*Wwq#pLN#Dq zOj#l@lnX|Gjjp`Vov#LBmDYzjZmgf%Tj?b1VqoC3jwAJnekeOZ<@Rof7p55#<#n1h zU^!IdPoMTN7(FQWcPMiJCL}&@RD`R+MB&m0Vgd;US|Yn$yAX_jjep(adkY9X0l5NK ze!$>@T2-msDonAkDTjVk0TM5Hp;T}l=KubgbmNnM0rG@)X+Q2FOtXx!j&`KN;C^$T zr4mNKyIvCuZpP|9zq_4!eF%nqZhX@^(GGa8k@L{p^)Li1-VYZ+Y+uEjd%-V4}(X)Y|aAFP%1J_&lskp4i)__kcZg` z1tu$hcM{Cp*hmzsx(*Z07ak+Gi!knR*134+GfbUQeNK5V4|DtPjH>S|fjpDb=toch zjF*3UxEC-8%eH~-X%c2I(v#&XV5|?bBp%}wZ0=WBgciBV7-96`M_RV&Tv#qUaaCZE z2^J1*9@WhL36ne$J%v2XP_84yJH}iJ9l6#Eu8cAqSih9~H*$BE+h$sm0lSxPXIgj( zw`0Av@?fg<_LuNyS~XD}Blj9u$vb;rX$-3~C#&>%e->C{y{Y++CJRPZ$D5Q~jsqU> z4*%k9prqzo32PMQBhn9%d5kVhEQkFlF=K#P(7JQC`znl^_y$<_v%=DUmv(4cTmc4` z(`Z^Ue|4WDC=V7LWYLbK2N18`3L~Xzz>4+Y0e`Xk*!^?H-Xe{{%$?&0NKeIp*uq1j zhv_6)w=BoQ|2WJx zvHe|J2mFOQg(aa@n6Fv(7nLVK>)jhzQ^&y=CoNY8$romg*e&nn)zB`wOYFbADrI*fXS}}kBEp!RN zlt$}M^9oa_m2-Vm)h7>AQ$dH#RlT9Pu-0I?1mm5BOUfc1>o9OdFv`p-0A`DQK92N= z!qo0xq!iB!W1j_kEz@0~pWA!(r1}uFJuQ?n)1ZNB;hW6Vw=r(-2wYGU41%HSP5zzt z1~L7$u`N2k15-!&>KnYj!vIO2r{V3?bS^@KyB5Yb% z0&m-wd~8}K7xxVlO!GGDwElhv4L!RamrXGrcb~Xjm$__Oa{@*#{6ff*zW&= z!Jv}aH>RS{QufMH^*@&{ZdyVCyO(lqT9pE~U6%=OS|$rWA~%#V8y%GAxeu2*Z(2it zeQaHa6op-WSQ@AtjTfYW1t!yr9v7=%&e!XC;0!&?Kbm{~_RA$0W;`ABg|QUotuy*R zfHyR#+&!TZ7YTnK@*MieQwkNY8^xJkwE}UOwR~k^9;S0==HGsF0@9q13=;{<|3_}s zv|(H{b5ReZlGI?T?t(_runkOS8;i7mj(mqUfj17E9(1cOP+!i&4aTrB%vL+T}AjFvwo?F$zQqr}_!F?Z5<=CTt%&VB* z%_f>ZS&BA?;h{^Xq8?xz*2Z?mwfh6C$cByXCKf^UCxw&WjkRIgrsKlu685~mtuJYL zaWK66%G!N%3WnZb+-EeUzGawo`EWqZWm?t*DH-ce`=jE95X*cL8aDFF$TM!1si6U9& zXNoZPv<%WT1;j|@>A#|(+g*>@N2je)EMyKEAuu%N`_FX0{7pzI$ zJwY7-Q~#zc^}-BbxW-boQ05X$KYFusoc$4u|B*LkIcN+-bA7F=G{dmKYs&LoGakz^ zZ1+Mrrl2+8uIv=s0<7GBi10Fs#_E1YO#hH$Bu0^sHVmnvVexC8nbtKQsJ8iVn^X5L z%zt^Q_iJqpCYW0remRn0?BJL31MMwZDmeG(y|KEAc9k zx-ccUcdc;30cPKI*%Hlsp$5X_HtS#0ehDn zb6T7MsF%8PS}*~Zm+Ny{bOGC!V02m@e|_IEoCqTjL&bAq{o`SUWbbk&c^2kG5*xM- zV;n6JU>rV(Wo^(O`>fgby8sY=%{|<)357+gZ%((hiO_vYHs|XgGxof6 zk7t*71Yji6nXWvS4W?43ePz1-gYHCzwb)OuVC)trA-w7~jM{f@ahA5i^cUW{moRl& z7Xf#dNOfANe+~`qPoWVEJsxGx=lcco2lvcxysZRMfW=3l8}DG2cweZe661tk%4Fha z5g1ePtd@gb7`D8<;}c5_y%sCq%KFu3`p`9Vu<-FZmvDAkJAa)`z>9uQa{9yrqhX1= zx9-zJjrA$b1Q{&XJW8vwtc-*0T^S-Rb-a8hvh5dFQ@4BV9d>l%<_{S#)|@V+}^x{>E+|1g>G9g^JK;*tEmBI zE$a4PzQzxWKYt-sT`LFLzp`I&yzUExaueCTKiV*+_=0SA*$jFfdc35BL;&&B07*c$ zzhBRSUWWg@59sUgtS9uXR)n7MH;48iyT^}|RAC^tdtZ8!AB>)*D)T;l62>M)E}aqC z0Scpi>;1&n(6JFGGQ;!;MwtJLX!)50;|(|Milg58LRbaq^q^+Mg4wR8&rB(l7m)>_;BNx4#Kp@(R zuy63Cz)A@_VN7)edM?u4-Io}6S{w;G3?r0zn5DUMmpyn|Gy%4ka(G%>0=M~>&v;r> zf182>!d0IKCXY2>Oe8R8UrjyCbm-ULe{mn?{wVu|WgLcTMZXj&nhVf#>nCPDpMmtJ z?qrzGJ|H#-QsIM(q1!At$KPNUx`zfwl;9rp#}MCt349LoI@fzX9K?L_bl5##nK&$8 zsI;7^iiL68YjPpzCoD$m7zeZ1L!WuCfBhZYN9 zKdXen{tHx7=Q?3Q*y2A4mob<&S6`hm3Wu&YH=a5T=fF(vH3q{|n=mPz{A@K>59Tsf z9PbpDK-U?g?Hs09Z0_O2D?x1-=#kV2jc|ZDzfgsc|(;fPruMNvTLuw;J(_s8+ zykW(^cIfT?b}=(J z2b_1$os59VPY!Db17)G*f^M=o!uq^fYh`FM9wr3%o@viDLbGtI^a7p_1_r(hlwNax zhOR1$9Zs!SsG7;vkEq~;#lZX${a5}lb2;NcMS=wo&YaQB$8z9u+Us=|`f8ZC?rK*f zydSc5^L2l-V?5~no+$hICah$X+kQ^AhWDK-gj^{40TR$nvVv^T?;L{Qj}E zB4;m5#W6q8m8*n#*^uz76_L>U;p~Qgq?#%85e^y`M`L`)W$8vplZ4rv&9l}*tO;p@ptZSV_}(DE!nK`r>ncVyz*2FikyE&ebWwyGbiE?azn&F>>p0fIHK`obmQ z(?dVlsAoTvXkY-FhU^*fyLmtkzDeNmF@x1!Z|=UN+ps#YEgN*V6V?VCbECa6eJMY( zE+OC!TZ4Tr{1q~=w&KUm%89Kv#h#@>&W82M_=(#E^FXRP=%S;4QwNJRwz@)YMX)J2 zy;xzD2AflyBJ9SJIBKPa%Wck!uyg&>XIG<09L*tJ@#L$9u(ib%taCL5Hh!q&XR1=c zZh|Y<48J#QbgbgeIy%Fu>HZUKZdyQI|LaZ7APU>B&kAo-!eKXy;nKdt=YVqE$BKBJ z5l7>WhAo;e!P=RB2X}JlwQ)4J?-V@oYk}3yan8<5Nw7ChB*b44!BIUL;(bss1v}2& zYKzM?u(kGWOuG0JY}}!KW_sltthcrLdY`R@ZR4k-uVzYs#L?90C9DD)?)&dXGMT`} zD9&tGZw_{onxD*DSHN2SHNuaeOR)3WCxt>WhMjovee!&NF|ZxY-(-@U$Il&8HBEHhQqGL&ttp z4eK+7u**;7U10m|&#KglMWApeJd_nb4jXAIR^@4>uo)%4mLFS!>3M0SiANq z=5<35Q1bWjxA1kqHm-9h^|m$aaEda^j@rP+HJzL0dx@|7&~m~anAnMc@3MZ zo+^PRzhP76Mdg#$V%S(aR(LyL7xvN*PAFF~0p(lo^%IVG*vZqf)CteQICAM2Vgp$1 zkjeLdVC!woepRtn z*pQ1Y0k^^hUGo2jV%k%n%!O zSdZ-aXqy`XtHzZb^q0>A*}KGzJ?tEg+Qd<~+}IYDn+5w^XI5dC@zmf?d3IQ5{ls@> zz4>wMgiI%zD{`vGh?y*m9pLkfsD3~O89F|7XP z`{(^b9mr!FKUzKn;;3@`$hB`CVEtiGefaNdCl4~C6uzCILHTJ$6uxXmILDl;fb~?nI zE7<~p;&T2Gqq040CWy2jW;Vd>d*(v5?S|FQ!+rno&1102`7Zj;hzIPZE6XYoihy#e z-{EP|4s6il^?!SiU~%r_L37D0pzt11kh)lZfZNB}dp{ok0QNL1t6~zXV6(QN*Yw~F zkl#|WFZuf7_N`IYyXFF6t?Xr~Woj0zobbJUf1e|4oSqm8yQ+etiK%(DQ)do)?hT6v zc>lsyXMSzY;$PTX9oBqw)EYLLoz*&o9swoH^mp414px_Qm00#C!DfeGSQVy! zyAaFQi`!@NZO*=77uF)v@2S|O0wuKuxUB)!Yl}Vh&$j`kIAX#mc>>m+2#``A+rZ{d z^q-sjA+RZI`D3Jz88%-~lm|}pV)djG*{M;4Ez{>C#(D%C&Evy^g$}=A<&4&uD8Dq= zOSU(lS8<1(zB(RXlnA6YGp4(fBCzs**T>5H-aA--N=>A__6TOo#8tg}LSaqaQ0`5) z32a^2(7&8+1KUUT#(zv0z`B{Zkb!|btWVC(#N8m^s1I;2opvR{y66+lxbqYo_2~l- z?{}BM&OoXOFjm1{Lr36?2Wzm@ay?T*+yW?GLR2rMufbkSo80K_U$CZ^&r8sM`~f@a z$M3SLuEWk3hin!TQ`j9n`t9NW-rqb{wNgk&3)?h%s{XNkII1G1n2#s^!RB4V*Firg zft0T=H|WcXqe_4F?NbLW?BdV2kJ(tka-;jXOhas+RxS#ibS{`bi0O-V*ufrqsL|ii z3s^l`^BV+La8x&W8B%{T0EH`m$vY#;8JoM3(nXf{u&grZDE)d6N4alJr)~HMknOHAIa`Y0sQLXLv@_4cYQQf~ z*ODW!(e$gj#myB*Z@^yI)rj=IYdBhe&$5^lTqA6KbKt10It6RtQ&YE9KER&1)^a{WG>+DkB*%|u zf%T7N>~dYautzWR+MNKvVF4hi&=iCwWJ$Vb?=f zrljRA>{?$)^FMe4wpo=@EsKm{Jy2uqR*(Q}i2ZqaVGaBDjUH5dlD4pJsH|Nf$bzF% zQhVp&g9FNUi&2?<1Gs(iRF5O^o3O)MAyTaJ3f5a+a{e&ngk^II{*vPZAWI65Cq#XO z-GhH)&%bE~GJn*6*>W4qchs^KC+?GAB{fF=nP?}h{tWlJa8n7E12{jfoD#)+%)sSI zE~ZzF^lz^ijlrDA7{SQK09J3#R~e;lYIus0DU9y&pP%QpHham;XDK z`3Oh78_qs|9-alHAnmE@I5mv3**xs?6(NJ7bb`mTlTO% zY-NdCJq%k3dWUN80YIse-dAFcaWXpe(;|8gw#deR7w=3R#ZfnOO04pHhJ}jT9{x8Y zu=^bQrJ8pOcD;)<(^lWW%AuXJ;eC~`Ii0!I_<{)AM+;2;nOeY>t|$Fd6^s*xekB>i zVe`5E!LmC19<~pfd+JGe*v$F*ROH$u?9g3UtU95MqY}~nEBbB@)rHyMbe=<)<5gRDX?i#?=?|^PDcHIu+QqI(DvmlYbzitJ>?qukvh6lf3Rd!B){@@Iz+Yc`(#qQ#9R0k(krTyt)`P;72 z%a4JCvm6-93(6iKLLC$kXQBcp7}cG-LHz4ttS z*0K3rpFe)zKf5{SxUTEzMC+4>%!9LxPa9e^D(+oCc!7WTWdAEo{*fW`8DV zW4z3Go+aoHY`iD&rhfDS4jze>8J@#`IP~tZr6+bjVLjzsY0t(Y?AoihjqYOHbwwoo z{V!M85DHcP^9sum)wz3<93fcWEzbNGZU?LU!yYaqxv*i}y()h!9o9O}(F_0NhmDi@ z?CLQJKn!9kn@QAzqnB#EW)KSdHj@XsjsIYOm+arxF)}!Mmk}p-3*%!JCRw(BT1U(` z^_muC(t{K5jjy=Btc`JgaX%hJRKfWM56u!o80~_(8$>#o@u(xsM(jstwuo@bXR_hNt4DAK-7k^{>!sW&mdl5DV0xAClIm7-vQbe$b z9QLvB!_HgM#8Fz{=%5e|lTrf)QVeS@8TXGsBR281Nw zd=p6OVmu$~vM}HV`||r;t1_5>+)Us~4Z(P=PENzgfeyA0X1U6i1Yr-a{=lP{8x9nd zr8G_IG0*p&RLjYOJ#){ZDl;?K&%3kr_C2=$ciNJ#?d-tj?a%xA71t0v^KYY->W zXHFJi`~-IKGMNv5^QhpUb=}~^)+yKzSFEaf^9l|L=j{40Z`f?9rD@t^hh6D+Roy}@ zu;->`uhYqm;9gP^-EkAJw`vqj>GluS^_cfxyr2c5h>=jx?l|mrs+3DoVcc}h^FPh9 z6xf=az466m6b>cKa-T9;!M=gd1M7es1b^&=n`%!T9EC1_dEUWz`GDhZ|67km*iU;m z-A>UB>t~V4| z2gcuMK5YNCc4I#|0lOY5QUM!+K#cjZICtd?wuiivF?4i5l-v3C+%6Cft&a4ar2}E@ z!IsARX&2akUNAko+U5m2gTwamG!J0!WqpYTnGS-hdvBNh=Lte$vU?%QSQ3sR?0EFD zu{mR!-^pCX<}oZo%0nx9~0$Csz|QaJ1=N(Omf zjD*8HbRw&t9f)=YZ|P1t!Or~?BMDid2+miHbT&=~2v>Mbn2upwWI!;dhHlthD51P; z<_`zdr$pxd+k&m}7ulbRnPFS>Ojw259zuGTuKA5qEUXbIgzyn_Sg);I()PIsTOTif zB%IcM3!AJar%WGVUKjM6>XYAj?E5;Nh+ETw&4QPQbg$lEeH;Ay$2E*YkB?t{Ll+4< zPWp;AZ)y&hI56kRSS-bSoyt$RRj4L;Op-QaDPf zkGzgJ!TxuTxiHz|aP*;|Ue-MG(yh%JEigIP1q&qr07nH!Cq0)lw~-!x6Ow!JR7b+ z9AfU?%D05QpJJObr-%q%NOJD_);Wy3Ts2ExW1i_?LeP%F_PxH=Ve}-nH-U@2ewQQ> z61GeCe11GY$Odm*w45%3wJ(+zJ}#dHB3}P|wCg+Af0H@zp#kIQ`x|C|Uc5FKX9U|f zXGp`&d-I$MW?EPs9Q(F)Lk+g`xvv#4%)?PCo65ctJ_8tT` zANunx4>KGF{gt*~Y=Lz(3dt}TAK1HO^DX_)S0Gj%oK$*Sh~SB(?=n?~VY@80uyx=H z5LWJ=CK4QA(`s3MIDr61F<)QJje5c6l(@W3q684XxUCQUrwPP=4~h-wv&)!2NZu+w zl7-c#CKV+HaoC=l+MPP-0|)wp5y|T^u>DnRW1mS8Hm^F z$yMz2mDx&VZNjidn*8#ZjsmO>E%++%{Dd`D`E%9(6kyX#&NG%y7mhO5qeNMGfw)D( zG|e*w+dn$KNGyndz_xMJ1jBD z-t2-fk&jH{_kHvNa;NaF*KV2csf&#fUFgb3K-SGg6MQjXxFNoHkknq&O-;i-z%5o~eg z4LCU^z_#pvq=LQr9vnP~j#d2n0`~LMk30Qb0pcy53puNGurBCa1nuu(w?R|;hXDgIzx9=e&rN_%Tj8zB;qBt?_eEv{sg%PdKX|^r#ktOwGlRbuXcCrM8XpL zqqqb;S%f5J^^lEK9KkE<%?73(ht0HqX`lT};DBPFv(*&=BHO}o!B$7uBA8wLeR&gh zHCbwZGT(fJ&D5VwF<-2(bCofbp0$MyiE*olqz*Ws3nL6>3Br*Y8-?&w3E0WwNq^;{ z0ek%3J_0WPV6za%oN$sCHt$xR(~}p6U58KChwnOK9&u3T!+8b4ZTu=;QZa+IpI-F! zZ*^fKUn^<-mlrIke`bhnJ%SDSI%AgIFgWmkRpY>y-2|fOnV&CKF`uygzWvgq2Db3c z@;XzPM{nQhmG{zvz1^-%znUiqP9kE=ZV}_5R<>uBS6vXC=(x%S>1o(?cJh8%7Xd^* z&IltNKiFQWENqgnLU0d{)h?D=B5)6QU znC)k8|DFx@D!<1o8mPn3ZehoHlmregJnWlgz61wFA1!iuLt#(cxq*~~6%JB^tFIE~ zVeg)3KZ}VE?696795eh4+nuIAp1*BF$nx*Cw1g-iq~hr_O8*#PoxqM0wOxeG`7^g$ zCJW)n^l;=s4DCW?7S_Ev}W;x{pn$YMdKwn>~^E|IUE8av5ETW9dgW9@BjLb%MT7- z+#a)j*$SJ_`E*URFu!&Al^xQ42R0M5AL-5&!=A@;53{MWaP+?2JY9|myN_~zzIiJv zV!rehdF6unV!g9>?^|rXeMX36H=iN6V3MYGnHyMMMVzHbt%E~e_tG3*4%jRwe<8e$ zor8;9GsQAJ9Gv;xlK!zBc0YRWO>c<6uHGUSpUWX^N4@?{MxPH`YI5lv4l;1a74p93 zn=LCM-W_`!^Gf#F&wae|J6~@%|-BrK4J(t73?9oOq|EwAS5<{0$fsVu=}5K z&spP4*e4~>2Z@ElW=i#$R2mA{tNPFQ9Lfay6>Qu(;_C>0N4IG+7|V_BfUN-fB`ilq z1k2toBBbHX#~2A`VTH-y-hXEu;gHJlW>a<`5R!$Gd*<#UBzlqqmhUis4~n*pBJI5i zha_ZWPD1~Hc>c6dz@j`` zjrr8u8zl3X&qf&Oro5np?K{Kvdg@$oC_{Ii$(SGZk^(+t7gr;=;{49)Iez z^HW&8&z3|T5(k_3t8Z_Ao#}^t@p0!7!Q&V&^}DzQm&5KiUzuD#Q`i-q#l!bw3(mr%<6pBfuNBz5Cc~J$ zEydo@Fv^p#^|H$BkcR+!SF^84U9*5Kj>)#4Hg|wX@@48S?;a4rQj7H-3GBv58`X%C zA*5o|s@d*WVENd-T<48TaP;h~ujc~hyV5Q$MHaYx2zer*&AgHyf!nW{tMQSc72 zr4+Kt)I*tNx6zVvDGn8R5wz->R#0J42n?_%``G>Qhd5n-rcUlUPUtOKIeX%*68IZ= z%et8vKwruUp0lb}FmhUx{Pjy_nB3~lpqFEZTKXMh4ry8_xcIJ+DV+s%tA39=n}I`1 z?)en+o^OQ;*9V@=#zipL@Q|-RBM=IRhZR<;END)nfbT*&J#;pB=C5ij!l)S^X|nN2 z=nNq9U?;_YLA6;;s_ca%7(GU&OmgQdI;g<-``UXe=&DRR=`F$l?Wd?b?nc~(DVh7F zPNy!T<%RZTNBPmvsqtP+>3IPfb)=SgB<2Jy&01FV5>ilS-yUJu(+J0PBYke+aA@;~ z-`f%eoM`SRTD`1XDX4j%C^i0n#w91q2_18pUTGNrbOp*jF;Pzf zqfd+XDn8+0xI$}=c`hq3}Enw=Fi_%>JXi+6vUH&K%MHx2vpD;Qhr|yG$^)$&eoZnvyv-FJc>OQlPPX|zyT-cMg|>In5o>`^h>I0!;;mWO|EXwGT7 z#$G%Q>d%uglri3f1}%B}RgXrrP36jod9Nohtp8V@^2Hg*2x4 zoDWIrG&Uzr&t03+Q=m_4oaB!&Gj#v+>P$_4!0s!!Nzf?=hn7{p{4DIO1?gR*F?X&y zL2}WE)%f#P80gA9QR#6U+Aqbc4;NFwsDyLq7u$H4(9j?D71)Fpt~4%>_9Q5oI#v3j z4hNkD7rZ3spP@Bre;FsAZ9vT>n#Y~&>M)?Gc;?QFaL7l!(S-L>P+LiUn6F^~ld8;r z-1Rr}pvXqtK$AKI+Dtr_Kgb%P-eyIu=C(NK%gG&F&fkT+V)xg>J_H!}qJ256SOxmC zwG1gc5}vPZ* zM-`huC;?DA1w?%@U;Km{M0bV#+_}2>ZrN;_cGDYx-)CgOUsL9 zKeH$e=0ad>#OkyJM<3)G88lIG5nya1kxD1E0?LPSSNo)>pzjeSm$vgIC@Ss1U4Gt+ zDt7Qyf4zxAe=9qdE2cU@+1DC>;@Q)qfPQ^OCpYB;C1qUGxBBRz#c(uq*;yTW`Aw84 zR>xs9l)d9E`yMoHjBa)PFo1IWomL4db7 z0?gU5`K>9cyUFrU9ID5@ugm$!Lfz{EQX7R{?7WU-4gbUT`)lHC3^gY>_ww!1q~V~p z_?58pun9C)Our=Wbb=hQPLDST_WIKymr$8msCyQ|97CZ66~8i=lD~06EDQI~_k}nZ z)zcQE`@Jv}rVI9t0<6v61x`fE6^0yQ%ceO9cc zFnK>Ns@dNVO7L@{E9VH1BQa<{>6HWxdTzAoj}a*NcYY`@nE->At36s3r_pxPM@eR1 zdEwuT*x6UPoM>ZIuZU$V3v^1doNzIj1(bYNg1$x_Eh~S7T2i5A@x-gVRC1dkoY zj`Iu%^cYf+JH?g2C{^rZZ?kM@R&loYu1WlQp4vXvfUbV&kelI#4E~^!(*V)Wy)0d*Brg z(ikn%7p$G2K6gZa&G&2wG@iS+Jd&RTJav1-vvXUg zYdFC&;=j}33^?dIHWsAJ#RB!)u@zEkweasp+6?854CuYk;GC7E3n*=`u~@GZM2|cm zyWkQH1KnPajebZ#oA{g3Ser<+WWKyHu#XdZ&c>b9A11uH_OAUAggE^bC&`ipO%G>`^DdUwVcoj zEApLx)FzOZ_dRu`uoa5#yniP8*9k4_KHHQKp#+tG;oKgH<4(}=9^a-wxCtHS*Fr(| zA_U*KZ`PrWz<|UPua$mBh$xyq79N6KpDdG<@4Oe~QQFKB}Z!$E??9ZZU)Y(Z{ z&z;b3Tfdi7c@3c2N6J0^G6ESCUkAe_5a>8@(LOm(9NMBRcs(cw(VRDr1tP=zA#eZF zNf~Z`1GKfquj>vpLRInidpCszpz;N!^7E=BG<_?VpYb3XvJ#)rXtIx@SxCqE6mtV8 z5y|41>vDqTYyo5cPA%wjZo59(`3CywoqM%KOwh0OUNv3!aM<&wUi`@A4^taT$$9q# zQGf1`qR>mF(5pev7`dg77DQ4CMPqqXU*^?+dH$0LTK_2WUH+6lw22YN1TNP?`Qvx9@78?#pHr_~@ws@bM& z4Tts$6^1Hq??V%%+D}ED3}{)fp;=~sl7c@fmGK4A889tXv-9*|5egmlL}?Kmnie_7 z%@#3=Hb0}3*c1qXW-o;i-YXa-rXEH`m9oG`R#(ER-KEA&rZ~@~WC8p`AD@pK? z!YesX6YKlib*u%P;b_&ze`RlWJJC0vKKUwd;-L3?dYIj$Jo@{3qUy{8PPB7QoN} zwnUBfsh!Ao#uKwxzv^?VHy~)+5sX&b}Lke(x6EL;@RF7x!F3?%<%*-!b;I2gZ*N*x5=ynWK3R zZTK!FhM?co`y|(;aOj|aiOk0s>RI?E^n35uZ%!y)Sjdv>NP-HtMfF!SgHR-F@??NE z1X>ERq#o%zq7Cens_IAxbPWyN|M&^(h2+wQ&fzxbuM4d{^Yo=?{;Ox~_b(CP?<%Ec z{vS^0JSnTXB9w%dhCkSNbm$4KtoG$5`F;;!yw8rghoxrO+oneL2j*5zv?Y7h?OZp!vpSVopmE zMB7J3JiUs8T;-xWj{U9B{qULK*JxKX?(+p{cJfik`Vz9~cA5oEyxK*6X~zJXOO(?s z{cpko$D^et??kA7q`UG??=T6*dPwmtSM;FS+Qh9M>Uu}$)n#|6+ToObfG)!L z<0ahfeNQwK>A7+x%?^sL%7_qtVEyydK0ux2I8?5(UFf=hZvg#G(e>B${`Wk79Go>4 zK*TupzU!dlUE8Aq--XHa0EL++qHkMSjO$3X4%o^TLzk>tkNn*44Bhb$7?Om^;5B>MZ(0c)WL;RU zNu8NR8@IoIrT@9diTXPWDEdL59$O`R>!7i7P2kuln~#PoEuHRmz>w zfwO_Eub=D(2X&!kU4p(*z#H1ny+eyHjiT*r|0rJ4GD2U$eJbaeTC|abY0xH@9>yeJ z`yHvKL611vdimTTG=F`^d(I5Yp%YUvW|dOVce$^IvSkgr#R8W%#0Fsm7C+T9JHe2+ zB)?gIY7R6%IwdtEXaG$+XKw49(SnxF$TuHtSs;CGhsyUECyXugOM98HLc7ZCk-Q^% z$V~Bfc>UE5&~5&($!>M%Nl1Tw!JY-e@66?j@fbjrRO5YwI}kcn18+>fNP>Z}5Xte} zS+v7raHwrp6B=l!5}Psp8PU7(>akfQnp^sRG4Cm_KMcit9y+_oLeD_hi+dt2Xx4+j z_td2F(AONagVEABwD8O4Mv%6GZaseKK(z!Id^;WL;YW|A%>8)xjLZsJ1n4)Ug`-rYx?(D?S>_ZBh!>3Fu45vuM8-MCY{^(&P5#tg_}bK?y)O4Z?@L_BQ+^=W^tP!577Q zLjp$7{EWjTV>AhBOa?i_mi2+)Ehz_v!ixze>4tH`a@cZ6H@(5 z4eps^9y$B^*Z8_Kv^%%iUq@$u(W;HsI3eXC7)tTgm+hB@cGcGL-~Ekf+E5oqbSsu0 zb;XiAo4Qb7UYD=+5&=|Z8BD+ULqpp1&O-}&)HCz;rL&2p(2-Lf$lELn^^!OEg0-xm zEwTE0g?++#CS0d)<0yc7Q}cBo@>|B0{rl`NE;lB2z-t_~9s?IG*x zd}wR#`6*_LJm?4{@oA~`1~i`9>{6!{j5Xdi5xr>(4PMT`>}Lw)`AqG2|7&HMvjB3fzr z;$hvm2&zDjpw{6ysJH06kn*+`YCOKO`}_4mr@Bc-|LuQJIFf(wJqZH+*e_(DM!I<<@Jj5)o~VkNO-!jm_l$M-J3V|EIZ->R_w z`u!#h=5blt+jBrqkAh$i)g7powEWUakptb%XIvjm3&7-m2;bvV6j(1Uo>&TFiihqq z)8xLPCeZn&qc`Ih3mWvx+TmWJ6O{3CD2|J6!@%gS%CYS;Xmu{VAm!{Jl!)P)&2j#a zF7hmF{2>DEr7h_K*Y(iKz@l~MbgYMIn_H-#Fr)ui_E+;_y91S{} z6&65IQYCqu2wL207alU-3VomMF-gt)L)%xzz%rLWG_I~DE!4{i8anKckKeh8{>gf@ z6_^!&4V`7der?ltVC-x2JGGOxX!Yr`pwq|f&;U;+ElCRUuAdI(MVdQowYO3|Lj{O7#W z@4#{cTOs%Jd}wnGX$Wd2!Ytb(sOG+l^@t>YgL4!uq~yN(5&ZLiTt6!;W{5!H+lN%o z)~uj6*{@jH>mpQBN8;|hp-0PK?C#dy8ii8PEz>7GB50+2LSy^~99p+>B;V*!3f+vk z-_$3V(E>`HO@6;oG*IodS;`W2UQYgwLVX<2f|_Trwy?oq#S30r4GuKw_3rqWtEFgv z5^=kjYuo^>t8#s9Sh#_vtV^PAjSZkcl#}bh;5PIdsHM`kV14v~&x|fy1iBxq$Wn4K zKzplmRK6AibabXAX6w^Hg0sF7g>fllJ!llS&WVNu+QZ3LpADcZPdBzTaRZGG=13L) zgK?sw;6uMs7MLY0FA7m8Lv8ta^YCe>I9ffn ze$Vxc6ttx?_}-oiK})#wTG>fwp|icn>|Ez1XrgENB)CU_pd4+b1acfioEcz$Kk#ru z<8)^KI)Vt=o`02fqR0r^3-!mV#BE?$Yem=ahaOr5Lp{tbrD(wk2jJ=PhXUH}G}~D! z`1b*iXZ?*pFZ(ABGqWNX{l{!;VHgT!{g2Mae#?OVGjqiA8xk<;A4&7`DHWO_Ox<$Q z9S4OwI+XTZRxtaYg0h*51pH%v@))DwiiYm-h~40DJJc76EADuO-5j?-Ffbl&<348GaVj=mv+vH8renV?5SHHgwVA#UPfx{SX**@_In_fEmUw zWVpS`!}#&m^j^782y_n(yJ{#_Rh+`vD~Dn%gvhPCXQCIlw`>;1w_e+&kG=Kc5b zw=|5#sFF{(=|Zd1s=zAuZ74_M-s#HBVm4xLbw>$DII*xW|?S=tQ zbDlcdFqv{EDAWLIV-w{ZWJaO&^$2(J6Co%cIl4IX!3O$q_b-Z2asrx@72{omKrCXkVuaie0H{j9Li3(4svU&!L zT?DjZOT#Nw3-jx!&iRMuqoH|1DYk1;A1xzi61W<_4fQXLaPXf1Fs!I3b&q0PQew9{ z`7Q*?Dc0kcBoVYdeT`*d=n#5T)j1ic$)K5ezk#9eCR*ywq-V`<0PQEP-LCz`0qwYI zQT#zPG|c>e3STHHg?>t-y#M~FLkrHtl(Yxq{6;U1)w5VHRnIu<(~4kR^GVN-&IGE5 zqgHi0YN4*HSi=YFued^~>1%Zc;FIyLX=()rHMTZ!9~TfPPO&zO@R>!sQ~yL7<@SP0 zE^S)+EgbY4|Mn)VnnU%_>M{L;9O#Ol`%3mL94g;`DL(!YPKLgpa-N+%i9@SiSFyLF zSl*pmWSm^Ffqa?B>Ejau(8+fc8E0#RzBE}hC|<*%c^k*|{7Xk+_-$fqTTeaYC^!*4 zWIdtn`UCm*6t`hoIl$w}Sz9PNx4J{aB!#9&$5ZuQ!+f(ke`;6I3Gysh-LE}%f~Z^f zPq$!yec5!}QhVP<3X*BwnQuN;N2@PUjy6gpLEC9&!Go0z809fJ9&4=v^+9lfO?(?I zrq#CAwXB7|%qPnzR&~*;E>FJOqju0rL@xbq`U&lc-Bk+Wu4t8ch{mffSG1HpxV!zf z6HImt>2SRHh_=op)e;|ngCf(94ay1#v{F=mkPNNm!RS?2Rb$H+(3v2sGtEE?jnD17 zjK#%aP%|mPzBC0=NZ;^e@MHX{dBm5wH44Sq&ey`vBakx4r1?gh6J{g1ShD)w!cbG< zAW=^WCJWV0co~jDP3Xw)Hwgw%@9~&0z$E~EUR}dpA@-24&YZ`-;Sat(&is$fG0x+E zc9Ciu$9P8YiM*(J23qxu>7>G(9VFX~+|T-gaqe-uobqZZ=uZFIG{NSHmORVpvVSLl zw$+Pv;C!%NdD)$;tt$m}-vtIlpmox(mCKw4y6$_Esx9WA?d2JNsymtb z(57{ujbE35A<6W4x2Xacq*w{trwW12IJT>gN136crHsK(di4K(j=mm8N9YXOfc3mQ z-94jdm|7C9 ze93@e)iO9w0;xFA&M8VTaO=lZ&?qHoLb^)fi~PGW|A5V9jTkku;c|iS&VuhXb1e=c-`w zrE7JR&@e1*{P5^fd<&WLBcZ4vd<1ST{Zp* z8}4H7+bVyYZ3(OV@k#5~hGCUh`{Y*d8z9h%4{_Z}1!9`NO+>Ce?8H9kx_)XO<{LH# z3UUr$)Y~iehPpNEZF8`Z#G$Yve^Ng4=<*lw`{stX-k8=3Xv>)fhDz$E*7=VQ}Vm_i{X} zrN;axr~DaauV!v_+jhe6WRSJlofKH5fD_CL6fpCz81H`eGHl3Q3#7;=e**Es<1cTe zreM;kO3&cX4_4{XyJa>w*cvoQV7>SqR)<(gdOu3TPT_C*kN+{jxW#~xon|o*=fCXk zeM|xZ!C>J^8y#%@3ge_Sk%D>cr@bzE9%sVq5QEw3_;vi?6<(a&2pcZjyuzPmVVX6RS>X9MSQQ=0a((d% zHtCMIe4gHfO*{)VbIWm9HG06ZS<4Eu_nGg#9@2;L%h$`8o<4=We};w~u52+_(EH@s z>%tFfFN4?~2<5;$Ws<;`1`1d|rpGwI|jPlwO>|XcPT7U*eV}Zzjr>!_d5g+I?`JcDI} z2&V71k6?Q2I&`ytfK{o;F9G@Gu=VFVZ-8$sY#HgER@)s1;(7V`q#7&-)b)9N!UAEP zSMJ!Ij8a%qf1jYs_S=Lt9>T0F+=0DcU$$=0cmd(WM#Am$#<26-9WSQF4IAcfudCq9 zVYA(a@p2;-tc)5ztmF}bSu|qAxj+!MN^jeaaOAq1L3+Ao!FjkRi z%|4+AbJD)LyNx$samJ!(BNp37LGiV48XPDxw;8fnCqtxQ*5|D zsf=;3af5fhy`CNj4(@B2r`LcO&N;V#!Wh>0f6A!L$HPv6tySuy53piaGVrZI2sX6^ zaHaDyKx{acqB?N{W**wfsD3BF>N#CmwY=-FYP#?!f{YB767y~~yc2?TCdIzEWqw!} ze_#@!_>zs~y4H!&O$yjPPH(Db;tm^=g!~gOYp|RX`uwZ311!uiyOP`dtHS0e>&fwcdfP*9n@WVVSUUvCOcd9NULEE*mLS6o`^e4K%mXVL`&~ zLG$N&ST_0hHN{UJR!{f~KTkG>$(ki&p$pzvuAiV>BV&W*3$vVZtd2lr4LLJae;)}8 zqfVAy_(|Ao{9r(phULyxw!^XWmOyy6!YA;o4hS75wJ)$V!(7HSGUDV5n2U_(4K~z- z`7?HJ$sXy$Hj4w5ctIfS8Cs1UnMuN)V!Uks18?Y){QW4{e-swZy;xPcA`P1-&xhXU zMuA8r-tM;F0gJl*O9FErVZAW^e|qeaIV>x#N-rdzfnA5%YUS$NFgL5wp`AE3VgoN0D-ZnB+fP!e`dL?xOTHu zVeQsQ{U@?&u%!69IXJu?wsaoQ#?lnPS~6+CE!|omzEcyFODlmr)Bny&-j;^-j-#yI zfE|oaQd$iu!hqPz+nqwe4eK*}@ecn9!$#lefFJD(*w}Hc^1(QI`(j$>gD!R0q|*Ag zUpWB8;Nd@4uNuPCg`j}1f85)!wUQ-PH9rLl_cUUyTX%pk`A1oiG#XYDY#xPtxB%<+ z4)^ePQ())UyaucLGnmO%Tb%jE0?S``8cw~@1Hz}W42N_qe{9BW>sLO(=1tL0DrNyd zpbTpZL9f4S|J8tkU~jfHb^ zzzQ+op!9}6Y#UKr*xa*#g{PTQR5oW}UNE-oX|4^d^-OXJXUf5b`k&dfI2suLBf{7C zsRZUve7}CSvKprL7)(Fvu)$KS&ucf-5au)Alt&iu!>Xr)Vk|SpiCsfduIH}8?6J>( zoH?=maiQQz_{s_Ee{RAaq1P2*Qd9KJOZp1zxo_x(D`Ws+!{YYlZ;YRm;$#MN%3;aW z#I$SM6DF#dHhScOVdn8vrPk9$SXevDLTD-kg3kt-%F+OA9n)h9``_<9D8+1>AqqfX z{)G1vu7>$Fx;|%pEg)XzCYM049P}*7`jhevX2NHk_^i4DrmP4KxBOqh zd>;AN>XQSoSMp@xDc%kCHjLySmQMnKg^01>JShFn@)1_T!!nkndSOF{;nyJ@ zz{b4q!ThKTtpApUVgE!Jlg+$0b}}8-()b+CWhi1_cRe?e>I;WqnlsHr?7ArnuV+%R zz|0rvga)2tf3S3X_}i6)pD=d*o8;X$b}--c*|WAnZql&)I_fx*BLK650|u10f`Irb{PT~9NZ7gY&8haxDHtDP=1_W$^~fTrpQ#!) zH_ERv51f7g;fQ|fbXGsCIVQaqaiNEm`xCsi|Ly>hs6zGLZw=;Z()lhM9fJ+Ax-;1u zEHFLue^%wk$yYFkkZ+w-!TLNQQ!rL@8P+ZpxmtHr!}@lT$gfQtEH6_n`ek#$rbpc~ zD|+m@_oJ3)>s(;ii(zD`4CBeK+PBNjK8FdO;`1{sRxq>oJX?9f9af6(*b`XBVdKYs ze-7J4*t&c+PR-&tY&B{4GG$@8ta+`xwfhq+e^5uhUwWwZ$Qnib)#!+ObWb+gz z#S>iU*d^<2f%Wnmnwt7F*k%a-S`@ho>z6JzaDCf_`9p_8+-xIk z5>qmRMQLEkTJciX?g^NCROqZlO9{({LZNg*-!R_LQSp#9gypBb4Sd^JUre&PsJzU? zfBK`JBT?ie%uw%c86`Kt>X|3|58ESPrI1B_*Vqmg?t~<1zU9HVhAd92r4n{p?B6$N zO2b>Wo3XxV*fiSF@aD*XO`oHCsx(zFtKs`sb156P{Uc@P zzGA#}C2mN}R0U?3m^@tu!eITAdC>c}<0jqdy=>UzdqL3LQOC|r;~%-uaoAQEQel&$ z1%lDnWCis)Sk+F8<27AG4y<|ofBi%)#15P2tl*7sJ=lcLHY|_@8|8h;$Nu)hX6>VY z^AFu%L5>4e{9FQrD^EymXH#MGO>ME(Ut?IH;vzcrPQyBj!6bi=7nVntjD|S+RqyQ<~3s#S&qSRwL)6YdLJt=D!m1ng&7~b?blKNw8a?v9mF78y4)F8`;er zVU6X+D4l!`to(}o9=;j_JA95Lk+NYJ|M*_+vB#dbx3ijui5qNgN|T8MW6zWCczb6T zH>~De;C%R*5;hW2lSm(qf5F7F$GO*k;bDQCByOiO8CDI^GpAIs+zBOfpkW!t=FVr% zB5f8nFV0ws>VgX_S5F^$ZkPjshC><6fBgeQr#n(#FVVm@ zhltk4ZUZ2m6ZMt2=L1`hKX-2KieNn8p(gT73O2er6{YG?Scv)`;Etpm* z! zTMQdVX4m@HcVNR?(A~Tl>(O=Po_2#7SpM(Za&NZ@tlPa1L<&E{vajO{IK=WZ{9fSm z!Fbs8cVa#=fB6S%8S7_Wf2f4T`U}-5^GxzLAqLid`Q@;Ex(h334W!gg48zhp zk>6V<&0tlv_qrKRD3){IgXkKs!TdMp3BEhLu=f0bkzpbO782XuG`x+5ZCFpd`)3yB zIF{+>{)WN!)98Go^Y37@qAfdiBmwr6-?g9Q&x6Szf17MYRm_uQ>DKg@%`o1={q&Jk zghheYYH0_4*i5hw>C^UuRpl?Q;(tGfwW)leb!}Z({ZsJ?QeMI4hrj2~T`GcAe35_Z zmsnWmuuYk#`HT5?ZZ1U&)=z)aZnR9a0l}^EWji3SoyIj5(mVtkf5g2xL_%T9cMWjm9|l;l%%ff!R0QJL>xuX7h{LvN(`cTkC+y0Thh;cDhxu6H zgYaL1Fq0yo^qEosHf{-$vlfZ~F`C((&qN-Z2lKe?;W1dBzd!T4;XbU29$pMnq{4dT zWyx9@C+sn^6 z=OEU>bSWKHYaeyeWJY4won0wL>yP!=(om*jEavqkW1f;HV3FRCS@g<0tS6QKYvjZB zRmVc6_YwitW6W)r(qdsFJ)ZG;3KcBc%b#nDNQPN8RdZXnZh_3o-@Uuo@e)AJmNPiDLMeeeri#MK5r@4K9JjH;>L( z>Y%VCF#bLEtI$9S*E?NA6S)O zgLPpqp%Z%^>VKX*zUK^!NiS}FI6Dig?d?06{;se*7UjA>#e#7MDQCw4_W93Oe@c^I zKEeE2CXu%NM^uyEJ)&iC_yux^uS-_~{+HhvGMj0G#gnv}+S-Y-(HvaMl} z-}nF~(n?n*d?sPXtZ07Hs2)~4f3-SPZ!yBAIq7%0i$*}a&&pJ|w(Bd!{o zhX<+t#3ooQS(7htVuOR`<~3T+AF!=XE6?!XTOf`JetUf75Z1H`?d!W!e}G{8Hk5_s zCamq%>clyGgWZ78AwtAs?DHN5^k`GT>SaYnyVgCJYjY3kI+Y45B#ReMUbz9w5oE7E zY$w3l-Rw7t4Mni@#)H-9R3VJnR&};s)`zur7TdL`Mwn5K8$ILi0GpSrjQ<4NV?7rZ zZohRL);`E+Q?2vEK4a~rf5_quEXVJX-ML5&TdYli|@cs1_#sn%@i3C3#;`kLL|e}RyFdhApHBg}uif1fVWBn}&~mozsM zm$BYy?0^f=F!^s}R6zR^th`*bRMxtM`JuAJ2^MSEeyA(8{*VsV+ZRFGnF7`d0}}Q; zTVV3Vu~~9ncOd*>zNu&|0BbSzTdzsfU=zn=A?m3Co3p-!)%i!TsK&VDADIutpyD-k zi!qqj`i4$gPr_Eze@SxgbY@srJN09q&H^@8ced4&p2O;xz@iOf1eTvoyjM=rVjeRs z*y!^HW@d0(TThK)Q_+RS&F2CvwoN|0d{PaFGtLiJ&ziuZ58oZ4t1~PiU9X<2Dr3E3 zv|le)0<%m1kVRS|5JciNg2udHsUK-SB2dA)#E&8i3wK!Mf1NM$3Uz{c7e3K*JQlEA z&s@86QWU1Ej@;({8o}=Jn+TaMYS=Nyy{x#<9u|B1``^4W0#=L`$RolD)qTtq>BO>NEc0tO~0SmBk@Q2+n zVGRfl3Kyim*!{h$+Qr$JP8?UeICYz@iWuTc9A!1a)?I@?>Yj3kELLwJs$HQxl?2>79BKqw_`oSy}G9MA1v({dL}5a!t&YQn(v#i^Sw=R=6sJmEUt#AU#6>v zeXHQ=uPf}ZaI&8n9oJ~7o#qxSOnSIOx7CddD zeJ&iqnwuWqixfB5`jRK@&AtYkW7B?*2EM`M@t~RLDppwGxv^F!`wX^UR7=A-DOkGF ze~ljcu)&(&RSkD%DOjiLT+hqEI4qf8)64TA%+PM0k8rF5!jq~00?=|;H{-9h+~2_F zsAP&|&=$5;#oZc1^I%Erh*0|371m@=oE-C{fgOJ3_QJ9*SQ_OVz9!EK8>LCifm@ug zLav&y{WKMJs3TSq?<~cii3?Jf2CSf;ycFObmX(_Mr4h+wt-QA5Dz+NPntSV|=x%R%ce44|AkHx}Vd&gk@)*s<5p?7}RP` z)xrE|i)5)DLI)XdB47tF`aO5d$M@fn0 zk-o=r(W2TnumDyS64r7gCSX&^cP1h-7{*6qe;(`7g9WBIGojUZSWkD4kUtj<1db=6 zONRi2J0yO)Dse!tFX5Lhf4vA}RYA|$rj20kcB|I#M{Sr-ocEdKdH}07msSUFVCUd6 zw%mKi05*4(E;u~b!+f%Q#$O*`3)rgYr6gc>?$+XJUn&qDeb|=$rw6MaBpw94J&W;q z_Nm%3Y)|A??viyW!(vp^aawm9SRGcMqRbnH^%M^6a5oCfKbR%Oe_9{F+KC^cZB@*$ zKyQ@5y@u^O@54PogzDed5LO2S!SP*ku`bI)aL5NZtv(PAzCFHJD$NOp9N){it~5H%Gho3FsjtF&kaI5;tHcc3b_ogfD{MUN=Ae;toRU{`vj>xoL!? zzsi>W8#jV~#_s=bgZY7+K;kzP(e)r63Eog=+^{4avX-&hf4 zvV+~GYvAqm2f;asQQdzY3VX3{J)L~zVVm59E1{GK2X9pk7M;nQ#a9E!1!s6>b&cm;yFy?qEmV(6!VW08g( zm+W_B+=6g~=zCGFokGZr*_?*H-bKicXRfK~9>+XLpr3^H3_>o$U)>-37a={G(i#oj zN61tDQ7hQRVEatG{ZTIo_D0Hle+lH++_`BRzr9HGDN1T)Vgpl~=Cy+SpWB!}P z&ge1)`{y)8%lcIivIP4({Y+Z0Lli4@D^Wx6H<(WiNL)woU$q9`cWENHf4Oj(nDQrZ z(DsYOuL!$;`FydtunssdA56^bLlN?4$1XFm)gmOsPqA;w&cH$I@`bXFc!Wy0nPdIb zDTLDNEce`{U^uujFEgd}2O;5;`{&Jh4A#Cctx7p?BDgn$GeRv~2no$O&aY$@=GD=2I(VtgoHnpA7XF_?wS{~@9Y~mw5Uoxznug}`4*)1C(k0d z47EQ$0(@adl!^8)vpH;+P>aYgSs_$hn%BR&>mp<(h6{YnpAfujQ2^h=s|b#$C{uBJ z0>K9y%KkIRLh$o5e-TwQ?FiW`tWiE`BINX*N)j*H5OQ6AR#SFHgiLN%spr@cLKb24 zoJCU@+tb@Ri~|e^E-3b@(UW>OT<0ekH(>V{O8a7O_B$MoF-e}4RE8~~rJ^b?MJzu` zN8OT^VP*42$SI@e~>VL)M60A-k(mx7Oazo z;P;xLCD;PNSx*E7ko&<-kOl|77~A(P?JYj<@38y#8Gk*@BIHWes zqyG?+T)(cTfB$r0yZ=i+%6ALFi8<;#cDnt)zbAX)W(qc^*Ep4*iGD+HuUP7b^tBLD z#^J&TOtuJloWo0FCs!;_m1iE>VAnhAUcQlHhLG~DBpHn-Ary=yYOY?D2>FQPQe1uj zY~^yX=*wfdz*Y8;?N2uxS-gBZ(2|DWVlE0Q*>J)}e_6-Ha#<>boRzrp=Xft1GQRyS zBw!DF*YAf;nU*4?!6|w7@mX+iq9N&Ax+6kz`yPD_FD>@E7ws3dXc3B>E3tCN1z?XQ zyS0#`6%K+(=XI<#5t4Tl2A(-o*#1sgX!*?okt8AvwbnvDIyXP%P=Z*>LDYNR57GpYnD`@N~CRd4n<$+}Qwm&oylB6{tB& zD(&GQep=Ra70bDOAKujK_6V(aYc;LtT`a%ce{Z*`v^d20k;!sSC|@eRStOQ@Ep ze}o~VcsyU3;ub>2HOS%U_yM6fE7*CBlN)v`8A;Z+&LOzWk5O@^46yZlz&K>~4MJwo z-k12V9getPaBF$pK}f*A1n+s?kM1))Lh{4@{LsUP2vwl9D&=Eo z*ga-1cYCk{AsM14_xCzP@R##ujoUS0e{b}Q*^M+_1lN@FqHk{#p`86FwZDqxj^vbj z%v2bHXBDMBKFWdMe|*F#x9?!@n+m*C_#D9{sSTJXWBq@wI-#>o9S**nZ4J@=fRLUL zHGVT=h2R|cBu>a~AQU>>tZxr`5ptE=a^cEB2=0(If8mn>>^q^_JrYp}zDapTe@BZH z4kkLvt^9w%k=9&Qi~SCQ`}k@qpEd`<^$JD@+5N@1p;r6%)E4ZhT?wzN8$(DUYZcBD z))2~bwgrRZWpJ1j*21}a4-N%Y%-J7ZL2zngxLwTukBTFlckg5)B=!fFzEsE}c(qr} z@8>w+NL;)iSSJMQNwc!McGd{)e`dMyGaDnUZ^XrmBs_uGr<=w4o(!R&ZS>;7FCr9s z4uvc{st8WcM&s6rMcC}>SI8B{_(YJ*NI*OWjwWUv%ACRGF6qY?p_)B}LTqF<+qwWd zR{{3$CG0v>pPc;W$0oKHxyRhiJrRokbk=)!?<16* z-sV9RSk4x8?QlkS1M%+hf4qK%dW5vBk3;-vE9T+HXBnty;Ao!t8V|oBLL%`axRNvq zA&aH;?49pHNNI|ZB#o8A!{uwmJvpz>CrUa@?Jy{U^O#}0YT`xFP<83Qc z!t%O4!r_#T0mj9$oz%3Y2+qiPP*WA_hl;P~QX_xEz8v=e3FcP^e<#BIKX{yi4ao~C z#X3R@6l)ghWUwq_kf5pPzZy(bz-h~opIvy;? zy00h>83x1t@z!~k&RB$^#)wk1{U$=nvGAX$Zz>!yK8?2R!@T}RLf~zYSp;YAaQwX9 zJJ=QHUM*4hiqPa{E<6pBMM!LJnsIPoxnX|3_i}43f(um%{xE(Sp`zAo;{U#YkbhNp z+;au%kvl1ee_b6tu&=(=$Ix?tP!vC%{fBu9C8fi)x%(>!{w4UxmkT0f^I?Be)2<-o zFMlP^$Xx|u_G8P3JeY@&$c(I5WBdNjkMyp^O@!>PA@P928zFIs^yqx}9HBgZ>f0k4 z%opfZQz=aL5u8ea7)sR$d#M_FXTxI=ynq`bzqko|e=>VN_7qZK`xsrC=14L^TGua= zHi^xXuXew^>on|#@V+F_S-}B$`^Du}3OM|^x*auF2?t}BrM-xXaKLXkDp`|;<-Oh; zemW^YL%E0H^)j`SK&hur63L-55v6-gvbiqvu0#0{2ivepSNQP9K{pW6EYzc2D`OoyY*z)-{{;W{7{A+g`TeS;&B+Ce^V3; zPt_u1=fW2U!gAnXE4HG$yXzB+Um+Cs?H1vCEL!gyLs^n~O+ zbp&TdawAjxI6{5A4C7>-oau|U2-#hcP`~q-w@x-M>~wX*p39Y$ zDAx&ubgeM)WNkD;k{LRt?@<6p!R?U3kohXg~GH7wUdfAENsQz2xQe})#{2Q1*A zLZ18Z!#WV})IEBkf%R};dwfP&E#}P%R~%Lx;Nb4}Tt{~zLPpN(PC9ZNjuyn2Wge0t z)dSokMfA=-#@oPC&w4f4|wq&K*0+<@Ue$flAZMk?#T1i6FD7(+RNZiK?z$De7J5w>3IR^K{2j^Mr3TC=aFB4i6(fy5yre>nU+s+{13dCv5UbM1@; zuyfbhO<>Rrjvg6GK3=Xxs85JA>krUlxno63=ZKxRyvu>YH*A08w1*~ExDk@SL#rn) zn;{ekZD5D+Z-jOr^s@7R-3SgBN2FNGL&&DjylBrUfWv6vgt;>YKztji^Vrb%Hu zAhV%{Lmbklf0m>QhfiL34S$(INNLSKY(3z?<|jP%2-Sx}Z9nszsqYA>V94Y85PJmY z8O40}9>&KX3qqo(U14Wg{5D_EI4qaW|3eVWBZEF%4n2eU>DK2ag6kYYW~ev6ufK&* z%r_)9^QR)D%CUyaRfh;UZQsA2?d7mt_G?Qi&k-Sye;zbp?lVB}GoFV$9qDjrD-_@R z7RxWG<$GtVc;V;_U&}SZ9PAXFSdwo!gdL4BO7i(&*!%Ch!LP4lm@o7!=G@bV-E^g7 za=MGKC%smec_s(;q-G|ATzU@^_1XvFwnM03CL6UM#2PPw=VBV<&J z62#W$e{it*_F$H`3^``CBd8s|g;0_^9Q2r4BP4=n<@Vhp;b{5ABUh;t2#NG3(s&gU z*ddkDUMzix;2G#@8|>;aAAIpx=G-1n+IM{lvjd2glT#Bq6LP2?g*{ts`Ld9&Rf0i7fi%^{2DSao)iIAowawN4>!I2w{ zeDjDBY>7QIPWrrxkTq|h!S6N@(tCQiw#SnQeyy?f(scy$n}VvxoO7`Ex4YX~K@`F9 zG(?(ZyTd+^l2OhO5t0w$#ZESV5DFfW2JPZSEbp0mBF(%Id~k8Y^IP+9@cx!^*CGKS ze-p4ew{?{T_JwuV{QZsKml?F*Y+`#nkz}nj z^bx_Y1o_EJtitZbGv$QlZP-Z+=hG^WKuFGgGi1%8f&Gd*jrx}l5RzwuHWVMRo{8l^ zaCcP@d{q8S%-aTp++^(PC&3l0e+$Iwf44C&&=;zHsDS0FhwzW}E0YL`24Z1o@E)Po zSJe1sjrn{0pFqDAK7^!VR{Hk|%!gQPtKL)C!glVPCU;?M4|ZLy9RDDK^@g)=Ml$Bb z3H0oaM%dn1iukfo)nhz3IL|YC3?c8ith&#EJ@g8OloST>0H`zke;@01!G2ILtY z2>8O0y4OakxhvK)HmXwbgK&8Hf1*D*eHua@JXIOT=ne-~U;fGv#9>Q^5JRbCfjxic zFuB|S*vJz7^I6&wj*jnG6>2FWq&K7vQ{P~7@!k1pKEE$Q{v=U>mE{mNNoW^tLNVr5 zj^y0uXkgEB@t98;KZ4J6uD5<8fsm{pX&xcJs%`A(!7@_hn(=lR*z zs^sA)ob3{cIW>Y$>Dj3j$%dl<&)0!wSgxJqbx;t(`r1b9)9>&0u>HID=DWHPIMR6k zT)k@=c1wd_=xh8%aA(755z6k)EbE5uDq3S9=`RA7$D`*Sc5`l5fJ%P1Mc^`Juwip>xk+|4Pewp28V~yu>m>_3A%3 zc%~Gpn2f!jUoWA@8S76&WJ>02C_>u8PIt59HbU+tm&F(M2En`Q{YtRGay7i=%eLb+ zg!I{yO#7-pgpBXGe`v&$8U#lewSP@Yj^ISiiTbH;5lWw&tHR2h2+6!?7aOF-~h zAy1=m7?-zybv7Vx#&Q@)rrWQS@|-8M$> z`8O4N8?gOAvi$j8V!cdD&d2+_5_Z0a8~HK*LCCCEX+%Ea5!?jF+*6N81h*1)EL~F) zA=UY=x}2Df;JB!3c+BAI-&| zVA=5^-BgWRe*&S*ws&rHXGKU9il@^uj}W|Gs%h4U4?=>Me%t198MY%`9+GNR!vRT! z+ljyYaP)RCLO>Pss)70=$J2)hiKeMHd(SBB&$7?55MCmb>t>~I$tw~3;3Eme0wn|= zt~0tSu7==}`v>{Ir@?;4rfjUs354RWOOV;qQY`OBsu-ZFwW-ZKcm`+ z?dg!u$2xwDpI>Rk+B>BE-P@OFa-D_8)7c#`4QzYSN$> z5zH?;Rdjv1k`OZ0I07dT;~KuW^;V$-guL)L zg=83Ze`g(|gGS3>e~qk6PGd^2ahgOZ8-b56@eJ(jI(HENql5j`7N%Zi8;l!S zXt?89VEy~;E&LwFKOxkwt!VS%AVTd@>BVnm@6>rD}fj0^1u8Kamm)6i>#G)^$-)`wLr&yLOcq|IRG zr7(6hiShk-%hspgP6*YBk%rH8`mjF~e?z0IM1-w|KYdYg?g&2OX+7C6#ven%g&dEs zBNUgF&y$JvBP6cP_8FvR2+4>8a~-8B)~h6ux8)TOGL5`>j+}ltsJ;E&V;=KZuL=3z z9a#VO-nX;&|BK)W(*xJ+uzjp^{rdhGw)ah~Q`!p{_eMS}OAc#CsL&sNpOdM8e<-{! zKID5H_BNhA@xpzC?f-NF5=b&J54Iy`rN}_=e@i8g-v5OorQ6RiX~Qxk+fxFywK~(u5}T6N#Mp z3bbS|dpB0T$7=rzhw~JJq4pS^D|8{&tdAa+{bybuaJFSRLo437WG&2 z-mf{u3RQIEvdFj`#5fJvN?(YEt|)SGOR`b4tg9wq`%EHqMg*=L(N{rYcn4JZ)K!CD3;odg?$f7R31^^J%?~$V+yU0xgTA!1 zmry;*oNiQ32*v_lldNoWLv?AaYNkyfTFx%g@=o;#dP?nYcU+i)&R0#H3=HEC{deKb zErC4f#D!QEh;&2iH@3cH_iSjrlY8BLk^wq+R)W9kY(TCh@fkeue}gU=rfZahPH4X- zBTw>C0y^BU|2A+9gG`a(LU}su`J}$3K6!cvy7@_}?i%Ys#|Wd_K0_L$w4G5u5&Q?5 z-#$qcO@0BPT*tzA%Pyh`4DxApk@L`!$Yb#;xd&Q)aa|5DR)?lvZw>fXec&JY*rN|~ z$Dmcl`!m|WAkLq{#=4gV)y(C?vf zQ|n4SH0bhGdztJ)^6*zegv%*tS@rX^RZfPa2nSnII_&unxD1WEd7-&E_x|9I259+I z+9#YA3H6VuB`X+(pfXMElX`O&)LxvUf7oOQLu$XmGd1jBf5h!|a-Gx=^rT)-H)LN$ zKNruE+;sQ|-SifVr(LxmcG<by17kVTwo`=tvNFQX~i?b4vH#Xz>Kss>uW`n?s7 zxCQM8Np5~+C!tB!KY$`}ADSJS(ngBkK~ql1EML<&{Oah;7^&!i*3pA|-ztpJKYul} zTn*nt^O0=;e;4jDG{1O+TeNnB4mL%F>SGt7(JRI!)>#+|ZaG`J40u4r?W+&nf|j94 zLQC%t&m?qz9Mx5_#zXDcc1yiA+&`Rs(!S!thI-;Y`{4u0~ zW<1X1;wwRDb8&v(`d`C&En0tbBo>NQEIG?&xUmG}&GcitO6&~kuI&-lM{=DE---rXm4>nnWSZ)a&g z575IKJ*Oo&G`M13d^mq24eNtGsp34?$oJvkrS(!pbmIsA{9&7T1#MA7!!7;$&|Y#m){9#Wnj1ff1>AOnUZD#);t#yh!2F{WnzyrP&Jb6f z-jhD)lYe~HZ+`M542HbyZyT3IQ^GdgG{1Afzh~|BPGvdJ^ulQOXnqCy&Y6Xjl6{9^ z0>XI<=hhj-W1dPOOz|5dO}n^{KxJfNZ{rqM_ZBFq+I64u2vb zLbErUPxcQCv$}1OvOI#VRM#0{>jOpR@Gpz|h72D)Y2`pnuYC^>!0=1^ThtkY`lC8|n*S9=Z;7Y)9-eU#>&zfJVvuTQlfv z&`#zHehd?js6Ss4`407c0ymjReIQo7_424V4%*~eA4*^FfwBJMLzli@hI(ZE=zn*q zAyj$t8UJ~k4&8-jGVX#_(8Ki8VFY~*T>`161#T}vZe&pW*Xr|7f9_5ib9N1+JiV@k z3)F?)JL-DEnHN##&Ksla$M~SdL>Eamd6A-+_?AvN~K#hC)d8ffbeRn%QOpgXdW7^Wq;d4!c#H4 zou?6Www||;Ja-$~O;-{1^Ut8YfbPC;;d7{!=pM0IdIqCK5~1(HYtVud-y+N-OQ2(@ z+1T&#I&=yeC6;GCgH-Mw;QNIOk_L943=I-V7b#BWhU6Psh8 zDfbtsr;{q79VvsVln>dg!bIpa?tFcrtRFi1#F=V~jzdd^&$NP%Eq_{|ORwwo{0h|1 zHI|^Wl2CY|tzFRb6vSSO6>y<0g}R_QQmv?O&~ziRDbuP41}{d$m7k18ZGXB8x$Sa5 ziC0fWw8DctvCka8nEq>cwKLFZECH`}M%K=I5I%YKik0HJE&3~F!2QX?v>LeO> z0&3P@4By}T3-zz#m4AgfyxkJ{r;w@Q$M$E*Zq4>j*Tg zQJPSjCPOs-r;4@SCG7meYf0-m09{RCo`-D6|K8#eHL48dIDcb&uU|aGc56?M%F#oc zS5l0Gn;G;Cs&ApYQ}*-s`6C!Vd8+-- zH+5)HB9pFGsec5NNcBNWtQ^|P5owJHKgbcS8od)-3WMFuf!5K#p!B2~ozKH1bbUlmL`bQg$mPO?}QGc7vgktL{{=|z8kZm8mfzL68 z(hFVjEL{=c?JKbvR>}pvvg27aN?|a-^0&Qk+YWli@HwmnIJC;m`r$!OBb488!0EO8 zfjo5!>xpSCm|(Eh_o}=Nf6)Nx+i7QD@Y>ZB`|N&b?`f*~yRZy(&uM-%K2CvDD-(GG znyXNE(0?mZ!pjQ%=kjT{sEze4&%#31i?wDRdx; z#jTp+XtESZw@&F9=x~<2bL-wqD81d`yvoc2E`KQx)NY3L2@Z#@{OD8ZsmecfirN;7_?I-tt zjL@s-R~vIy0iv#&Xu1`MLS+N`TL?j*O;ka2?3FaMAJ=dyD(8bXJ=)n;#}O>2U%e8& zYkvhTu2*PDCSRaQJ@e1**pNYE=8a>w3YlQ2x}1!Q@&$C%703Md8ilTdM@&*ql+c_* z9QSJugNpwye^1gn#CZB)#Hn|YXgMoYPUJNisIU$Bx32L51}NlezWm9Ds{dGS$8r=x zUAC0ao8T5S$?=)q7cOZSxcrpnAj=9`TYs;xvTJigS4YoCoAq}X8So@}i+qKO06Xem z853y6soL}M&ex#*Tf1gqQYbVeUMGnxIz;2u(zF?@=AlvYa@4wT0-ActfhXat2b57? z>PfnO47%T3RA9Uo31w{M(dx2HSdOg^`aWKUQfkQyb5Gl`*HJP0sh)!JlbOflSAP>A zJEn+!W_beo#SFrzbZw#PLE3|Nw~Ao6qMS3^zZBB%7D@8o$3f||N6NK}q0l?C|FI?O zEp!ki&x>8AfQc8b5B`%IKwAgIL+irVpo#o-av0tQEq`5i$>MGZ^xP{ok|uUSQ))4L zI@Jht1t>W82r5Gxhf+X$$~d%!T7S3}SByhS7s2a?oIJDyTrnS)(}u9~;cKmJh45>@ zl2>(L2MT%3y$`54pt$2o*(U36Xv-GUA*Z84vwq$1qrcV!wXdW@uFJbh78_lyT$A4k`k zR4huEECVz)NdIsIvZ1>SbFiiNYb!myF+B)5Jpyd!+<^c@pADSk>Jczd#K0<#K5qHE2yu$p2Y^?Q1oQ!1#H7 zD9dJEtQ-k~_Jp~>)#Lh5U+J>z;dL8Yg9T-KspO!+IkJ{{upU~ki+^4wM&5uR+T0+K zpVIrB_m2RIC~bdl}h!vEw`ZZ+Qu7xnd8tQ-?D{^S%i)%RW?SZE~xmv zQFi&59(1O-J3amW9)G$lE}wMq{0zNfPA^`VsG{kdb(QDZ??X0&cjKX75ww3kHu1iw z9)@0#@9Hc2!|Ucw_Go^vA&zS~LA7p33w<*Spi9jinf06sS?^(K$i4fK`;- z&It6%w-YVu6`*ze^F;Bxb>uAiU}0Y ztgMcCP(cMJ9UG)1L1`G{`F3Yd7!B-P$g{o)jeWt9XKCD_)9jLuUjB2)QLC3;WBLnu z0a5X2z&Pf~Jb!#rmRgBDV>GVjGVY>qa&zjvy{>2 zZHAV|R6gr{578fT*?*cZuRv=Yl8(ChL(6_QA@p26bbp6N6kaNpfx`5@z|vDZ&>1Hc zeVft-DuRDA7Mcj5@$%IP$F5dELo3d^XFmhVWFlJg33*Ve$QLuuBMRNLTuqTDjG*+v zp=wNh33w!R`I_oGK--H;j}OOfAl-V9Da^D5%Hn+PUFtJOs}>%SsE$;?F!!l``sRDk zd8Mtdt$)x7I&L8r?^(tm(=+U8o*fq?3i$=)xnjMQWFKzh;12C?<4!GPWJANlAOZHT zVSskGGblbufhxnMA(q6`P_ECwJyD22jk1}(MHmeX2rd7|z-|DUd1K;{4N~p&QW0 zYJd2XLHRY5^dx>7tDlD-E;`Q?t4^XZ58W!;FYLq6>!u{X`4lvAs`K@aSK%-wUN6NT zV}tSJ)%9iO7U-ytj}$Off?h9ccbe5zG?j;vb{f0iK~qcGO*b4G=Jc{N+)fAmFFeMT zod~?azOu)AFa3e8 zT<+I%MkLVt?YJ6hQgrJ?nDi{oH(>z5%vf^eiQ1B{dpZCc?hjb<_(l*tHAeaX?FIF zMAU=bkLzmp|7-8fqp@7u{&6A+6;UaY5RxP$l{yS1N|KZzl@MhpDN<3AB!4nxtjw9` zdFJFE%=0|E-R3bQH2R&-_xHZ<`tE0~z4o(r?dSde@tkX2+kM^FaSqpc9>-@$t!;n^ ziMPWJR5~J(tp39_hYmse%w65Y+D2&cd7l%W=mI%G-}+W_T0=q%#qAQ`ZYYudB1jfl z3uPtarxtYcftvh9#bUJuG=GIPHknN1Li4+M=~&NJC_0y>(sunN)U3NJU#W|I+x3;^ z!!1%M+&KH{qD(Ce>VIexcV&Vsr;xJuk556n%%eBCk=78qbKf@q(jQR$=J}2{6Gx$x zE?;#`)Fz1e6l2CSc88Ad`UK4&5 zc!znQb(hP7&@}C zk*mqSK@aL4cj~Cq*+V^JfxF%b2WTC2$y&Q71SkyD;1>mpSXWoP2Jmm+2@j!9H0UXQz=ts9tWV9*KFd{Qhzdfm;bGN? zqQnrP``Q~90To89oCs=!;&3sK{rA40usK%KHs*6sVB!0jg~Jv|3-=zK>am2Hwz0=F zs$D2vj2@(=B?Y?1z@Zs-&;uW6!gqV(rtC4hg>Ctyy3Qf(7HMo=YzCs=n-aUg4rq!Q-{Drw2RYOYPL!sj z&|R3LFn<`<0-e<@2b!H5ps~Lqrexc9X!m|`{Q;LLpci7kt7%7}W%XsnhP$m$MHHE4 z|DFcT(=$gNxeh?V9le%Ur`@4L!|yfE_1!=yoof7cJ`6b~tpl4&EXbKvPa|n|3|c#4 zm$Vu)fD~HK_Bu5N>O@P=zpN5~Hu_EednhbW@qh5;9?$wds9sViI@+%UnHpU?*&=p8 zkEs`{Nk7)L0=40X{G*}KM(e@IH6G})bEcUz6o!^ta-Cw%o1oL}+R61Lu23pAly&&W zYbe(&UbuBZ06OKD5?D(Hp#Eq;r2X2LK$Ks9^s8O4t=*+439VY6nIF^KhrSO-&M~INLbacY%=PdkXv-wNIuw%%4J==Xt?{nV zyTydyUSk10jQP9H+cQJ?9JqZb6-Gq|-hbu4aa;{qNqt@9S4B{Fe3_2!qbK%VygveX zIH2O1Qb1aW5|Fc`Unly|p^0-5F&?|I%dDAfJr>Nj%-I;~^!cP2~&;dyPP zEL9vTxB0|m30wid0zk8%do%AQGSe(4PZ7a8mI7>yBHlw=Vd+=%nl zds8D@MnJ6T%_5B#LzdYN{T27u z(Acf*%I_V4!W>pyONN$!dUxC0r5BpeTx;5;(%}IOmpneZS~Z~D=tL(%ntwVJd&^qNK8LDx*T!DmxC}L4 zriUNoY)2VSvbMkVq6dQq@4V?|tDv1egR)IJ2pS$#pTCCsp}NwtVzzW1@~$a1^)mB7 zUETd+W<6f$IN7wb*?K>W34cC2oM6$8a>s4LYhyitur1BpPU9n#4_AwRI&&YIN4GDp z^*sVP{Lx=F^r?f7@K&j{+wGx0@srjTK0fHAFhpA%JPIY}IE43I5kl$KiZx~XGf{f$ zrNf~wZbA~vx)Jld%TVA`w%=Xz6I4hxZ|~isE9aPv;Z#fRILKu2(b+O&|9MYj4~Gb?&9~WyW#Ht>ODInIKze15<;J ztpcdlEIwF_T>}UO0dEBl+dwN(h37ERgvN6%(WU3jp@K2&T*Zt6G)a83EtAWDpyo@0 zm8}?Gmc$MX5V@hrU4Qopi@!fay}I&(XR|Uyzi(KVE{k=cz325Ja)OG5}2(<0nXEpikISh|V`A1%KgC@}t&ujNK zK@N98<@|O5APKiuyqd##=;>YSAkPCe%Hdz1$1Fi(;faSFy?-^Rj4f*L1=kMfmff;P zIMWRJ?#FD8b=d{+%`*0m+N`Ky!)SDVKlb7KGi|qag+t%cKyHUO5y&Ks^W}4q&~$ep z+hyZ8_T$W^y7|07;k#uR@J$?=A>-bX^arT&=j7)uk^)M^iK|EMk&(ydOEjZZpHQYx ze57mmMT|3PA%6=p@1gcU9d9>x81$yRyZiOcLnxyPrpoFZfjUAh&w@%0)SPLrfBTjm zNSE!Bq+MsAB7MeH!}rkHE3s+($^-;02=3S; zb_1&3-eZr_)`EJ&3oTc$-zeNO8+dH9E!0_R?>f6L0e{Mpog`FZY9RgFnF)ihYoXPq z!-J!*^nZSjPCB(ST{Cwhkn6m5ZWRiH(zn92Yif#s_~q=yk9$OcB+Erpd}0cS&qMX8 zjn9Fk)y$M!?geCu1?>=%J`n3oINbKHgAzx%;uNnfKr-QGIYCngq&ZLOmLNSKE_~^) zrs2oD!+%u9wVDoy8SU1r);&OIKh41P;XV+%_Gxu-8UtZAS9ok{9}q&*pT0;r0>p>j zDvUxOfp~XfM_{TH5G!45d@k1kq4>=?(M53}e0WI@$D4pubo}U;v>uQwM8fGTJ%Gg1 zKlK*-Uc%gNK1aVBK(u2N=edJ`SXQvdZ{iD(Hh)H>v%qN}#(mmRQmqc8perw#v$B9F zr*Z%4TXi5uzt)LO-vcD~++em{LqKe~>Tb4~8HkbeBM-Tr0BQeR*;QvU5a~iI)E+ZJ znSgeW_CX&Ys%&Vcrs3x&=$v!(He-JVdfg$|U(Z~TR2O;+rS~3&e!TPzh;tGlX-nsT z7=OfZV_UNTlzu)&u)JyjBsRtU2i8Vo+z_#J|55>@v+@=jYy*LO+jT_X8V8VHw_cJp z$Ina0&TO0)0%8TL#O>|YP&#z$j=1mYgFk$nJ8#veq0BH-q&7gK6yae%wwZtir1riIie?HH4r~=mo|w>KpCTl zR?HD)Am^Bu_-~j5lBeM^-^f|~KA*={E{Easr;M@nFW`A&b?kH5@w|5$xTTeW6n}2S zb2CN;2uT->(&Tu6komHiu2cz#UL~F)378-9<^0Mo$pMj`llkSy2b>386b0HwD4p9| z)0*T22Q%IDZypJ}~17WN&JT__YWqeYof7J?35@fy$)XNl;^VpAunU@wE0)mTt-~bt)!{A_3$SHXs z%VeYcTk}A;dh~4Rksu%}wY&E+v;&E~kYs0%{XKu^&Y}~z-k#l(O7F*duzxL5#lNu} z$~cdIFk)^1@`+b@ve|AxDpm7%pEM3c{j)Jc{T4vpFWcG|`wTxHdUSz@3rMue#9F75 zKrC#eG5a(Pq`s=#wR>ZMBx=*{W|#y-uKEM_T=Sr8+tZxvPrHEBT=&FSKnO@)w8`#L zG*HI7qQPE^_h;2{o9JE{Tz~&JwXQK<0@C~^zt-v9IB%{#nTgj2lChKCor)(wFdZ_l zvK#^8{?;AAR~LXFsY#clSpmefy7KXj$AKIkCf~-+3nWG9m8#itAhAZf9awMzf&1d=`k5Rh6bsj{+fw$}C;^64$@iF$1j>oPXz=KfH?u@^yy-y_+?-em6W<4L%Lz zS0CKuwg&^b#4^zH3|{XRWAXd^IFB_2FItWz0FiV0ZrcbG5M__LeyYrb(z?-0cUgUb zXnB!A?)C>D?fB8NYJbEWpP&^90U97}%6xP; z;wlg~7~L>5ZU@5XqIY0I7Z67))Z=@10KrSh`s=D-AV_<<-hWD2gK?ANq_>b6lnKct zl$G;A*$byNsrDFGl2qwaG47Gm`F#T4oC4yfWTgX&K|s8w`7*2W4iHYQE_al}@1F)9 z8_e*$t@V8u`SOAAH0Rkyag1}Z-m97Cil9t3GOc)bHy*De*178&kX+u?(j3RU3xmu> z@*Y5JZVi&Eet!XFY&#WFUdjPMfBQlK=MNwjIP+%mV4oqAB~NhK1VqQ(?1bH7KpI>v z8sFnEDfX8pSxqs_AM<9@& z((5yb0e|uF-8sz(j3>#~y>C4lq3lHRLdf0-AWB)Rb(Yry^6;0Bq4Rb?aBkssBH{Iq zeP+zle*t8pyOEauZcxS})bU6y2=Dik3GR3YAh1uko|jL_>1v zTA%z$-t$0ClaN>ETmZ7&@sBU)R^j}7?q1?+i1}&1rZVj?l&!kBnE9w4*U4UY;%?QlLwX+}$oCisUF9*Ng~Fj8la$WADeSKYVa(jy@LaC_E# z4&zi;Ro0BTFAm4#LTP7MK0_eRgV!RrvJ@MEm{S)% z5{G%2qP{KDwj0QgR>x{wYXA~oik6wz1m>S33T-nxfm|Rpxu!@H>z{i63(a2mJkw7! zw{OGy>dJrPF2>=?hU?Q)c>kZ<--+7I3*?8wMvqtF_a5nsmnz)^glop1rK_ZYFn`0` z)VM(qNZqeB->71o9@L%RIByB0SZSI&Y8YR1-TPiV!1_U!_rkpbQz&DwnVmMQ1cLaM zdFu~WK(+|txyX4Oh^NB*A35Cy@--AC9@Ph>-zUHNnh>$hVWZB4V!R3TG0r%@8taCQ zuWjyF1Brvju$>v}lTin&FCjaDaDV!Pb74mb5KA_wFrLMJo4+qGUicA^4e~yp|BCn5 z_ci62L_d(#wbR0_F@M)NrtUY~1Z7)NF7LaN2t?-?n?h-8AncM~=E_dPe3AXUGC~p8 z!HG;ptv0Nu3M0xEd4a(5P5wkC)^lz?j_G0#fxK$(mbsJrfvA)eU8cnbB!B7F7xTyN z0a;j3t8zgV$d*dEmlA!Tj85w0GgECSXYPp2ZL$S|h@l)Wqa((RcS7QN6Bthz&IMcW zWBn;|hr@gx$T|}yPoAm(S+H9u)CB7p&Wm5%DpvzZoRjI2x)YF|3m!YweF%uFS>5$) z*8=ft>s+~;1Q4~2`WbYv?|=S2C8RB51SElw#1HDbfgCnOQ-0YQ*Hd$_u{GAIb8KnK zb9GP_^lVe#K8$CZY1?Nvt^(qT_L8l4cj5QvvR#?SdS&*e|9Evclx7rH<(udLp;FA1 z@gP2z6LK5Z`;u|LEiQX^JjV6Hz`Wry#lR&(9Nxz{K<3So%(V^HA7%%Slcn!V=V*4({ye|p}d52O>qVT@gH*MB*8U+$V z_s8wF7=KPMFrA(_45Wh}eOAjdV11du5YL>7alY+VTcZW$QGbgkOH8kU?Du%Oq>35q znXNrtdWV2?!2*Y>Zl8A3a%@QG{eARaWmYW#|IJg)wPWdwU?6Exy}nOb3Li$>QFJ1R!`k&|D(fhaA9U|dvBc*%-MC4Ye&fUfFx<*is*mHwdt34)6i#hnB*fHjIPRTLd+GTt^2JIU?`v z1S0v|abr^>C^s5Cz~vAMgl@*K4xceD*Th8_G&kWqQ-2hHc)}m!KSxH-`vxFphq&@@ zdj#b=??&5iE8#r2WxLx1^N!lh(ETT{PFXD4Vu$?!NvvV?%=t}FGIQ&#_zbR(jcXel z?=Avq-3Nh_9XvoR^}Ow|nhVI9TF37(rC|T{VP$$2pU*xSgPZ1<7Y&~zQ%QbMX1y!N zl&c2FDSu-kTqC+rX6__%Jwp<|?@goRUHQ0vg%uQ@Vg9?N?%}fs>uAn%^3Tqn214%c z>%tRQciuQ^vQ#Ds86cdv zIqaQ?@q_YN@>3VCH{G5Q#}@22i08ca4a{J?X@6fI#drYchvv%NK>R*}=DC_xXP|WI zg3^;~^gtX)P?EZU^_yv5ne{ERYZ_&*-0VH#Ku62qgrH_?0}38_r|gd0694(^L*@fjK?ogNoh3@ z9@_Yh{Gb8i^+sbh9jvd$bxV~J;-NH;EaD~64TM-`c9O$ItWOL(cV@Q(QT!;I@7Dy3 z_l=KK9$=sLpiR>Dff^779QnpIN^sn#_kWAm4S;aui`0`tQBeN6f0B4r4oI`q5Aa+P zNO|=$GpwJ1WF^=-y&C7+V{~unll9SWQz<~`uiN(NJtx*dX3^qF13-Bpt?ncPkaXVcmE`*|-_q1Jc&rBZo_| zzdb7J%5<(8N}q+W1s@B*z994RJE=IVU$^OWdttv@#W^`#uL-3;1{bRhF)wh+_VL%_ z{SW?Rn$oWe#7Ej&qSoKTKBSBGx(7c-W z8Pj=l@y)<9-S zde~_Iq&pL4L9}=uDu1-|#2RAUT1P+O)DERw93V7v8c4!xXT8+efsk@F)b1JPe@f<; z2s2za9%{Q1I|hLezRe>?SbrGfsQyh(56r{0=UUsoVEue?awmr*&i}|Gk80Oqe3sI0 zmq-HauWjdUHYZ?z5cJU?2-kVD!#>66Qmnh5Y-!n<0fhDCguN%d@jh0lM{zua(p@%P zYSrg}d|Pd#3F}3YoW`s{uPG2pT@IM!LQ7CB%RNx z=skf@CR2Y(C+aMeAAica;8Ai7i22Vg-=FuuIJciJ#Iys*?Q-U#-FJbwlvF2h;|a!z zGXWI=IA4MjuE*IhV*N8pNKerNV$j*{(>&8q!L6L}{v899-BZsAp2a-nq`C75EMs4q zxv9(p`vgx>;)e5&fh6hat#5^S@~Bj>AX^dk{o9|n{zHd2+kd>hmXkHY%u5Pxq*Fozh%r{KnD<}%D{8tO;hZvo=El)EuL*!LGo2|eBuj&c9UID7pN zK4-C;#=_Vqb;)&%Ib%H>J@&OS6YtAs-2|)Q%RqcJ8}*?t6i7;o_ngRBhy0-KxEG4~ zbEBzaf}Re>W8G*u7X)QY(V`p`cpTBw(Iz?PfKX??a({BIC=fIEGS2Ax0x7{j_lFba z!l;WL@V&8$X)>@$U73NCu2IX(6#1BUwObP;Ih(Rfq9-{f%XA z>>m=FbFHWG{SV<`mpsh(Ir~Dl&fI{q({v};&zb{?o8O~v8t3^FRU=}vGm!GzuYG+W zi_de>$gmNgo1lt@04 zr$Blq?Z&v>4Tv$+)B-xJ|F$}cZB$u<>tFB!?F)=Ac`WysNo#;~`fIh&2=*b1=4N|@ zv5vGQ706q@1j2?bYga!}0J5ac)niX=fUs<}I#vezc=&e8k8u!)_tZmbcHIS%|IVcA z>wj_H3A8(MY2focW<_1~5a%;lO@-!d50K5Pct3R11DP14#1@WqelpFzs~b3hd>~iL zMtcbe!${u3|0M!cwh4*32rCMcCAj^2OT3mK5-wO$=-j}Pyy5gKx z&#o09L-p#A{kKcVis} zIrCz1n9ujkE5D)x^7oU;2VUU!vwSO!RG$NJ7mZZ>MZ7O|9h**H#=dlyBHIsl6^v63 zlLA;r5gu*w?9|5oYWS+n4&GfrFfzDMnTOYXq_5-QB<4GtgGp1?=9mXu41XqfW1OM- z=04l649-KBKn|2>U2L5q=wi#2h{HZnYYaBX5R%vrz|PdRYSH842sg zJ<_|+e#1Dh>Wz@WMj+-!57^FPe7Wo%Ca|_2%7m?`1D712wEDq5T7K-W{0&WLb`$`q zaBSn%7u`TyOTO&C9-!ohzJKhQK+LxU#lFT2W+2mV&LBR%59Rl@ZdH=7Ub*w7sA>`G zE831Tm5=cIz`G!KSzaI=pNr)Dhc49>u77hb0!RafOE1@+1#$$vs-&?J5Xw#-+^&TA zhv}<$%dUPPwRBlhSB^kg&XWZnNg;d=Hdq8C1JPU6@w#CmkRHwmD}Q-m-N00Qjx3D% zkj&Y9Y)}ixL0*MHqIOWe!6t=orX0xn_B)>|=mGf{oBX5o*r!exAJ=bMh4DgJHr z|4J9v(wX=a$ZMLH2!H#r?kaj}_GaNEkoMX))D7c2o7MPyN460N&rwp9?^CSH?y3%q z<9%Eqc8wM%0BPTV@T%|F@76DV3|c7w@;ztkcgolYmgFRIuwy(88QHY`DaN^U<)h|B zC0I}IopW_P2c&Cvyn3rKzuG_fZg=w*5S{i*<_}@N_TuirBY%M(v3}=RME9^ROR;@* zqY>jp=3QFaM9g<@>}p>1K7}$brS*0X_<^KPE5*mRA4(ggo>qnJz;*tV_N*%dkm%R^ z(0;TBO0FdrFH05zDQZ~a>g*TX|K96kHW<$v_~dPDG0v)W_{n-;|Ku_hcKl5&uEV~= zT8zhl+}dTMWPfrBDi~mPEZY?bZrz_~$9jRt;bt6Ci*W_*=T~~m-hIYEGK&22_#Ow8YLvb%DZ@CFe5lLl1;%@3?|wBKMO7ysgi^v-A*12D{wWj1qyIvr3Nk$1Nyd{b|8(LILl0 zyrO3V)`1JB6mt@>AI$nt^z<9%&(Wi+29M`MS$~kG(0+ET2a1H0H<(?=y3_gPgB`bl zsF204qk`*GQL_JIGS;E}gT@}cSkJ~&Q#N0DhjGd!UiFz4=3~Qgj~jdN`up@%;PuSCT={kcNR4%7hw5mc?4rt-nVz>m zh~5*BqlxpbaF?IvbP@I;*_1Zd6(G&AImz1RVBB)E8j&=F(n9VO`j^Wsg@5L_fpa|sSyEezVMFPoLa{G(jmOvT|OxXPP6vpjxsoQI^fE2XtV9?A> zto!^d?ytjjm6&(b{q}Ak-4|=F2-1NPL+UB77VN{i%bVXkZ30sIi%12s01(0^hkt|9 zaeZ7oenBFn8^~wY8H&Bz0i`1l`|gMl5dD$*bHkTFdfYn7JBRf_{FB(FX^fB8t2^t- zlR&!VuFYFd@@!ttJMv~e&>lzF5e5x8>620Q)uyfoWA(Jdn*u}_vb8m z9Ri}u`8}i_6Cl&xR&uasgwms_Ab(SG0{fKx0x?_KfLNAd9kdS5ll}HpV}1va_&YDq zFy;ZNlyD|h;}Q@E-Hu--HJ}t3xCn@*;Pst*K)Vm`yJDQ5x4{AIXBOU0sNj8#XgnOc zAD{CRii+bQ+<$U$Zl~A~5DLyP2PRiJtkZl>Vm8t{iwKal|nR89Ch z>N}i*_PRnP{c<%_HN8cAIe+3cYT+vGXDL-frR+f|rRD>uQEI!K+VMJwr`wf%^K~rh ze(=DocUTUr!Wh3#u+yLl(&8#BCjx5gdOH~Zu@!tT+}pZ7S`Mmv&faQM&_>PXbO9P~ zpQE^lN%sA(#36GR&r+aA4Qi$?aBS+BLQPARyPJg#pt|k6;>&DjRDbGnaZLDuGwQLo zoR<7J1?lwc#)c(R;B@1}jfZ94v>Fj;Fd_l7|MIzU6uRF9Dg;6+;Sjz)uWs>qzI98 z4^-C_VEJ-TAC=rPKQ_3U4@JgmNG;l89MPTs(xhQ z{1hp%=3kjbjgt!B8XwA|2MZVXKQMAY?Y65{*}i{=QZgOJH_T3<#1qza0YjF^t-~y+ zuU#LdGDknqh#;V{;Ov8PK3%BnTPjnkvLK2S6>)pxMSla~Hk;dA&fB8mNSX~IbPA|B zb?>%_HJYgNVo`gNpE*kC-CnYIlLCG>nwX=6)lr#I?a#VVa z9yDp6R^W&^gHq&@qrX#^QBJ{aV))5dsO+?7N7zB^@4cUGdDzy0$`eYD8+}YfsfT^W z!cYq$9e-b1DM?j9#36;x`_C66ANlS4XN++*dqiZ~*i zJEzP4iV@|sh>5;Ckc@q+z|}i%HbX)3qhMp^$D&&`X-(;%fg$yS0<{ipo zAg{m7EigfYec{r~sd;16mQ}s6!PyWpm7WkTcz*>V5;^%5P4@#-ReX=FzE%w(oe`Q< z#S$ntO6jKesr3-$OBX$lF)bt1_OW;sCu-67%sgsP19AEHV~ql1QH~8)FLOK(L_B$0 zV7(;}l~md9RHcle!WYyd8rNS##erhEHuhXp8_D3&6(lzvB zI+eAkYD{W*awQgJZee^E#m4~o5nF8AcYm`$#m-ag;y{l|j9FC@=JbKce{5!uTMZR8 zD8A83tU#6Tbpvw!)limVN$1IRi^!KwUfRUU5>?-ITRV4c9;I146FbqtgGh`O@%Bj^ z5M3M^A+D2(lJ4^hQ-keL2@_N0($OB|_{QPQ?JN2ygf+YtU)ymFH-f?Cr|^Oh2S}PMhJIRHr#eh8P!RulFHKK5qXu4WwLuC zDmu04o~pAGswpJK>vF6@wJND~L4TT7P;PW^6Iw}iFvw(%v7<+Y@^0~d=fdEr_1R73oHQuYS)b8F#04rgUn_9AKZUB-*b3(CGJ{Vk?o8-L2sSw8&! zOEDs8N$Q@>)Kz(8h7A7d+|T@pQAQ95nTmM7OdEpb~58 z)G)#()Y$b+vp~rk#fP=D>}ywt2E~xkE}tlr&w86)-#Q+Z&K@k+eNqd_$~h*A_m?3F zPL8?f4p zf?_`yKRWa#5#k=Z`*g2sfbxfqFCS%Pqe%aYYMjY3sB!Dpi*D10Pzzht0Y%fjDBX^? z;WNguvff84+tr;AA(ZpHP(UFfODLD`IYWhrV`g1-#U-fi90NZ|!+#W|y6vvCd8~(O za-!BmhxI|pPTx1OuIi}MyxYd%T_vR76TF#sRvgtw`Y2BAVnJ~NC+=@twnS~JyNjeo zPoa(@+vQgdDWS6N%eyZgzXsWNMELez zwo9M%QFzwsvn)Bvh<~6xHnHtI>G1G2 z8Cys@MyHT3;fsi|xq|bocOcrF<#puLEaZ?QPo!pRqSoy(et&fVH&FViw7gaC-a@L- zt!KICbHVo|GxD;ZaZI)jH+#NM4g;YAs6Bs6~zP^l(F&F$pC2&lviJ@Tr8H4 zNEQL%>uyxR^OF(P11l7G9(k3HO3wkbH%rKivg+cDZ!o5!uICBKeim{l%epf*Q*S*g zcRB9)jKGMR+1KS-D6W5?JY6lJ`xUk*FZ^ZNwp&(EdS1oU{Td%?x}0@$Qy)7bx3tJT z?fZn#<^z(ELt{`d@L~O3xh%sNuvG8wNdo^hl%DePXi%$OW7selw+k1pR;QQZA=C5#edpC!SDx z^tOp*pkbFfYJlewTyMLen%?TZeWy62@YOsFu4hES6(6^{Xwjgd?Qup!SvII(wlC$X zRuyXARa$2HpaQ*Fo1H#WAdV{Pck~_&Y{#}0%s`=VG{BCI+RX5K{3ElgEs*Vn=R3FqtjmHAr*4`07aijj%7sYa+ z$YYSzw*DKcY#q-{)f$BQ!spBV>GP<*@rnqAh7Y9^%nR32l{*L{wp~1^NUKDP5)6)JlXdP`jpkE3>WFxF~Z1iZ{tx^RiP~MDXALDmS`<*9Unu%pzNZUyBGV8ff6o-sX`f?cfjGh(MV^BwFyLoIH zO=KaV)4gSSMjhofx#i#go{QRbqGeNZN>G1FOWj6kZ#^g$idgloSsOWK6#MOUkb~4s zY8gjP8lm*}DNDQhBv5H;_f!(j--r?QEUN(9ZS-l*yY%#i%DDV#-68I>LQbk@hr5Y8Q^Q=~PcLACkAGp3(}Q8_m!&wBwt zmC-pqd-_ySwXRv1b?s)zO9_zFPH=xgIVnLNW#1d1LNGVgSn><1f5cvVM_n0_n^Y0^Wf}ehV z7GGxrN`H2dd#m9sc-rkl;EHiT9tX-MhT178^|X`KlDrJ6eIz)kc32GMX2gH{HU~PQ z)?>Gm*ju_#!&I{F`VQ>hf=;F}&lRBZn5VDxj$A^QM^+{8^rAs+-uo;vIh{};_ipP^ zj%b9wJd#dZ$VKlTKeTMJra)ZT`<=U398g&???T#qFseM;Vf?y}4oVqhngYa6L6!0O zW`$x~>W>Jy+j^q6b+TgAAL}!y9FFb$!lsD~kfd;~u z#CR^uyP(uS8NZa}FR18=Q#s`a3zYc$xU}Z3D~hV!&J>hni<;Ofrj;XnQA2{v?eF6% z$m40qoak@~D!nw?`sTtiBC7ezeE3w4Lh?3?KDDKwv^mQZ(iAt=F^o^T_t>HWw%amB z{ZlAaf^Po%ygq8mO?-cDV>FH9U zJy31;u_^AhSIEY!M=-{O1}dC|H@s)P2NgevQPr}KQDcN#uV%0zd?#wm9y z3|Sgl$!?}C0rQO3m%VRkP-O=b*{>!Y5m^WNER}8`LTs|O0v!WXnQLr0wTN{)-$Y25 zw;g!*Xx^PCd!dG`)q`2HfEo{q96lcGf(Y@A@AtKBLIr=Hhd1T>97c6~nl<-!g+Y#9 z>gW6^RaAL_IB|o<6z-+e&k!?8!0Frg*>PbClsvRGAgoV?)F2+p$zn@X>dzhYMfV-* z$}oSjhV~jF&Sdsn_4Y*N8$Q}4|LDU0R5g8v*A!~b^7&ljs)LdprI`mec%cMUF8^`G z8i=}>DxrTYW{WCfZn9Tf%7Sa<=|B++3PQU#oxYvLfm-6TB*$}kQ1+Hj27>gnh(wk3 z-s|Lohbor*mZ2&awvcF4*6n1B-S@+Np%u2+fgG=inJbi z8zQZbil94hgpy9|wbcuhL8YvPbK7$RP}!+B>u2r>BVzxvm!7FOZw8O7Kh76_=$1OF3>)U1H#0?r$qC=5D1xY*E!C*zlsPIWE52pn)C0Hl zd>()0c+#Mbta7Ho;~uD_;Z>8tycNo&-EayH3!;=Iorai*dr;Kmy0&Ua809NOI3K;J z3{83WO7(k7LdWPDTxuK@jbwn?+SmUl8zj(;>yJJlwi6TK8{)rwFWdZtD;t0 z9Vdycd_dTuUvHtAjykw+#n8V!1=Z?yJ8G-^p}@gxh*QA@-Hqai?b%EN=@|*O^W3(m zEwt*)%LOwabjyw2KqS<1gxWP@+>M$&zHK6EJ0Ma%i-d@mFd~Q@;jx-?L1j$sbBuqN zH4tg7z!S^Ir%>z1diLA>Ca9Qe^Vu=y5k#UFGd>bjg8VC23DFAhqRQkm4N8o^!Q^4e$wrbR<92!pDsn_KE8okAB#j5ykvsB zhN4QZAxm)dPn)?aiG7v6DRE$y5&3^uoWGhNVTm5IykJg^lS6%iXB5M99-@*PX2|I5 z667}aeGAK0MHy>)=l8$oL)Au%jSkYzC{J%}X0K2oYJV!4PxhNewGWjunK)jf_);dx zyDCBGt&e=!p4|m#&vzX z;DusS&TR2q=s>x8=i{51f{=g6%IVC*tf*ylzgAMDENZ#6)$^3QH|jNiy>^&+GwQoF z6flu40C6T}CvE&=A!zYhq?v!OII46WQGB;M5!J4r;g2j*Lgcxf?xSnUQOQW1<1I2H z)NfqYZy$V!-mE{osXZhNY(&%Yh*(!t6zXJMdsBxp-KF|=UipSXJVoy-$75b)9ToC6 z-V9CB8OCn|q_aS?WnLzDoebh*Zxi_rrfHFi5wS5-Hd60jzBfH9N18Uev zqeu6w2_-Gd*`z&Tgw}PeXC$QQz_)Fi(vX!nD%(M$h-2y(gia;_ zc~jWy0K0sY;Ir+mM`tdiJLsm|Q1OD$P9{QnIWMZtjpNkj*a^`UWnPC*&7!wfmTMB; zH$ao#h}4pg4NAI7JY9cLe*@mEW3X9Z!#HCa%i`$50ru~;wG6r(P_$Rhrc-CN;T=c$ zn->PGka@PJ^Q7hidJ=Kea^A%OJa4|}BfsKBr3|~Ste4hD@oMk6G%t0a%qtJlir)&L zti62qYc7SLEFKB*wep$}qw$j1vf&1lrzn>zKbVC)i^83oHVS_LVXuvd)E*wx)Dbm! zAm$cobt-wg*=QLxY2G@{DWibm1!!x|=vbm^eoD@feo55Uy~ca3kUWa7=Be01)`n2C zuRC~$c(Jb+UTFy>p~9D3nmEcTgQFBbqPV+b)6b z@P4B8%_u<)Y-@jLnSNM7?V_@3)9_;y@V#QFNmm?|a!GZtOkO}4F!olOQyD6lLvt3E zvQfGE_swytI}yP|`^BDzRgf9sdnb@j8ebL60?6psMuvTY3{xh$~}^oseU&W zwVrk!u83qqtsQiyc@G7nWFQI3ZtNA0o8I=bqmzUFwSz( zEfbNH5+h9msE9QA(cf^=7kW;2na*ZE0HTsdmIiwns&KcKGfL?}P0kwbY9{UIXgnPC#SY3u z(ndn-d?Bm;y5j|BJrqR_oin$U0moBmiDGZ%5XsPfNAc6w;D6?tQO6fnl)mZ;Yt)l? zP$zz!uP?-Pbig)P!O0eqDGdzIE{UV^NdHHvoQZ#^>8q!m5Yj=dXG;pMYe|Cts9A9s zqZcY4dA%dMViSr##IF9vodVH05`xu`eiKxdmP|T1s!fEeAQ;a#4j>IZ;*ZhPLw7SX7#R zi{*ccz(dHS3#G1gmPP6Lb)Ifn3W#v4pkC6RAC<^ctusauYNj+3(k6va+Nzu-uO&^e zEZg3$P$Y-$ZV0zgjW0nNLaOV_Kd?ZcLBvPT{i#sRo-=i=ej{pa*?zL$$pXdB@0wL; z$9{A5Lq$zSS_o+uZc|X<1!CiNQHg~@RJ?z!W@2OYHhBNl&Ge#2DvA&dPQFQ`0n$@d z$9#TWDA}P{p>Ae_3Z1mZp0O69E{lY4?VJ9n`u4YoEXpaA%W5DLGR1)2j}PD3BW;OF zB;Ph9HP)b#tPKmaJNQxir?%&laaM>h(`4imEQv_Pj~vQXdm!tcSH4Bi5F%x%?qGl7 z&qRszB3#kIxrlu6p=oSZ8%oMpk&R(cg;a$qzB_N6P=!#v&0U#H6!74}wjZ@6s3bP! zeD|?MsP3;SSuca@rTFeSB7ZYfK5rXFtnnySqptMJdnKs3^FmX9T^Z^XO!pPviW$^v zq9W#L2P&U3rlCD#4Y{;qADq^vB7%RJAiYPzYD5hC>}$h2ii#hrbbMD2Le<%&mmT`$ zQ2Q0(&<_XKqr!w}VrxMM_!Vg>8F+?4>D2XA;ce>3JLKJ)9fo-Dw{vMKR~AxUOWz9`6xky(ifl2=5wt_twru)=dK@u z_~m?=A6n{Yz~i~++8uu`sFFpVlCy)l^o;OrZ91}+o{?s4c z7J;bg>Xa8}(_JXmdKABv(+e)y+S;Y*VPF65;#TLr7S!zTb=#)#3uOEMcu=OH2U#Du zXn0rYqf9pbt^;3&p!J!OJri3pM0vj6u@c$=Swg3-WxlF`*w24i1Bng}(6%JVEz#qN zLg_3!#!Prot-;iK$zvV}RpdPwSWA!Iii>J^T(v~m**z`gR}4_3RE41NkyO;b<&aSJ z5d|p2)Ox@*7s{8r*U2PUp@tb@F6WUJG$5RJq59i*@I6H5eO;OYq?!Ns2^n6>8O7XISYQrxIZgH@9@yY;&~KcUxwhgoIbj14k)epkl^*yWhiHT_A>lJE-J2Bj!`_Pi!vK$SIiWo zQPjuzbtW{H2-P*d5Ebr$j2OA)m-CURfn(Lg!voQ%ZQ6g)nqAipV)T^IY9kpa8uxA7 z(v(C__#y(+2#s>&;?1XIOfP~i@Z z)P_+Qpvix7Zu%kv14E5FqK+Jfq18H#hnZxc)$o(vXZ|H9bDA=+wjG5o*sJ~|dJ_z5 zzVKpfJpq*1o^`|TEn(zv#JRnX1E6i<>OzQ&7YqtFHf(-R4-@;u_pQ2^2{ZS(yCUgs zLpzgz#D1H4Xkwd&yL}VT>)-6VGcXxieKmu7>ZN~S@JCZ8qggf(Pa0-a`|XDzTg^T? z*-+??PVs+UYXJ>@+%z6*J7G|wbAyTC1(?{Nqv4jT56u^6ugxvI0V-RvxLt8C3|CI> z96SF7S{(D2oe!x&6EUx3SKJs(?L8y$-7y0CooW#|O$$gR4o4oG?S$bcOMMJ!6)?mt zT5NwQA_*;dtG*oHl?y|imB|}D>tUeqp!EkmDo{B-KVLWF1cUFQC1aRcq0{JWBJaEn z4DR6!*`j|1sMOt|iwTcm@XB&{4N(tT$1T|;uXn-do^QEz>xE%(t~iqE+awGQiVhfE z)P;_B)63d5oj~39V(?7w8fgCbK_Njg3>tsJ94`5!rT`^bLNqEw2nI|}x{dF$fPtb7 zLIEtdVuS)@|#C6B!A($r|deQtlF@D%iu{E{17rhx-bUaM$7|xd8sgH zQ$?b#Q-o1y-R99}0hFFPy&xqfXpdmC8=vz5YG=tMhX;bt>J{%t&Rm9mAuWe??JR$w zq)}RL+!Tj_NSn~7q%IgR+!?+6fDigZ4U0ck^Z{ji<+A%n4;XuQw&}LvO&B+oSxA{# z1;d8y>&givXbN~F5?0I)!vb4{D@n!BlHhE(M74w7c6R1b0~+X|8WJY9JcW_hXNfag zlwlxX*DZ|<8lWa04_6E614_PjpXL0fkLRRA5mDIzMR2?0NGVn)e2eE$m}}fhvD3L-Ehg zf%-|uRqbE}Q2h42%}$I5>bb4#OhQi3nUP><_M;Fc_iE_oUMK-dL~_2k83$0Zo@v=U zl7gRD|he>T}^+W)`&7(&o~af&OLTH{uCH^aMQ=}!4Vjz&!Th@+F)c~ zMPP;v12l`-Jo8Xehtbl@O|wgPVZ>$Q+pq(PFr3L$R`L7`jJn?z7G+?BhK~&rEZ5e+ zDC;w+Er+C`+wzo}_JbPe3L4{{>L)^vLUxz-$a?6vu39OG{sDvgj2?eIRPKS{lF>>l zab;-RShn}xb2%8kzhjo8QyVA+LN^xDlVMQh^y#BVLZEN=my^xkNig7OsYl(s14hRa z7+t^9K;Qe-`6|h(FmiDBrV^cO=%VLK4UhW@17so>e|8D<9}Yc`c(n<7_Md$yW-A6G zBA%=@%BnD|-o48CrUQQro*o-&*un{eoAr8{y)A&MV1Ce9H4a9KgXdz|=AqG)A+MK} z2WoG6tMo}o!SK@YC$C+CU^H)YWQM8|RF~KYe^hpaj;Ln?+4{*aAkFTz@Fo|AtA*mC zc38pKM>SpZ8W4(8u^f{(8A8Q26F%#4R;pcw5EvN-qmg+Aihx+B-n+TD9l zEW?nVM{Ncd6ZAZqxwxzIEA+6@vUIMD0mbH^@*SUJ(5bOjzEx2LIu2HyC=!x~$p@16 z>u4&Wxn0^U@t72h<*wSb)9x5h{Tjk(g3X}ckTM%I6###f57gylv=;^~7&iVm2{0fy zW1%433*$=d@s~EXKu1Nrf#c_6FwV1mQ_K%N=#?+j8EB`0=C(oKb#Yxl$yrNbw<|99ZGrNB(f;crS?Eg~bktJIg?7fRjt*vO(0d}TeE731476-^3~`o* zA-4ci{+oX!m_C`FJlDwq11|>}B+^x(?Y6jn#(8g`j`l{|3$235*J?_)YhD4x;05K{ ztr6&RkXO;p@`s_eJ~G?KSs0d&`ffAW1w$DIzTVdbp!4Dj{h72cIRBaV$~}&UwrKaG zCS)fVKI642!dC-YkJ4}9bmfBqMLrkCQz|gJjx2v>l+*)b3~wHK@?-<`(0l#_krL== z?&ZkYbs5@~*RC@5KLZ2xT`tIEE3~hCmU%8>3Vn}^c+_8uL(gd71)jYKhHCY9?Dz-& zb|fE~SQQI{)p>o(iVvaP<(m;PJqkt=j`%8l=Y$&D%hqvl42F6#GusSzK)VqQWq^(X zgDHQ#uS{N%pt<3)N##QlG-R^fPr8)~-La2Hy*Tn=>}t);V}}-CkY2jRv~LVrs|LFj zb%wAWaKF2JX9}pKP+z|Q85nH69Q(w%1M@&syh6n`m=rmiTyt*%%6J8~O7UC7YZ44? zIp62YnFGVZzM_4@{Z@|2_xm$0eIP@8~E*}=}fL3{KO2GYhFi5UEUbPzY*X%2HA=`h= zK#}tm<~fiH{evpcLaCQvh&5~Y%b_k9bc}eDC;0=Yueokj)v>pK07^Wsj>UgK*h)6)u*5Q5qk8me_@{-gC1sQ{;=>U=;5REh%K{03%|g(y2FV;-ArHg z$N}T^&O5Ht{imS)n9=$g>jr3jdq*O6i#c?PZy1Sh9)tFoa31m@9vC>`nBE*_2cu6V zh*k=@(DN$&u4iK)OwC0e-N}Eu4Z3C3zjn&g!q8E-uE-ZfFr;2bC5!gK#_%0L zUB}#NlCTQ8P2~1}e}#3bmig=3+craIIgO{=^DG!G(+n3nUJTuh1{Ry9UI2yV!PRqv zXQ7wdaFg(M8yI*`!}8;69rO)tHJ}^63muO;_uf6#2JKBo`zlA5pi6)MXv~%&DzwT* z#o4#)hv79GJk2)RFq|DA)2jUzhFnHp+3oEHl3GPSl9*2J}LWkm1df4817 zs}(y?T)du{nGV1xL;UAMp)}B~mRR%TF~+%I&3W2AC!x9HeBceo1n7-9_DSNC2DG6J z*>OQH7>RznmMLQehBv%>e#j>s`n^n*J*_LCb+M7x|40T5v=}CD%R} zyuR`^N$n!ktGsS2x6Xzk*`8fz9@#)QCsFOzrZ#BpzvXV1b zVbD2?Udm4arpt#nf7_c5;lle$Xt#%99d+m41Q&lJRBZSd^3^v4Mk4b)yeU}!3aM!5 zrea^E(kxk57=v{>SJGoS1)xUsvvVh|h1QQ70#&C>fZD(QC9`({bi6k_ZSi3vv>Cec z@2vX)ofO?2^!Db^RirB-9PbDN1VJsm?F~?6zeQDR3G3ev+8?Q3f}nSHT+$osKC0kh z$#s9HoMC7czwYWKH|U%3=h=IE7P{K}mpvC;VYq3>LD4>KnAl{!<7+z;OzC+fI(}h? zZr@!tEnk(O{D|Gh6|F>QTjR=Rm0AvMwti{Phyu{N-ax&q^DuPUWNBDENW?meHJNu4 z)>%BurTTjtpyXXwv;0N{7_r(?ZsTDElxTl@2XD$67|y%Vux?{93@mT4nQkZq>TVQx zLo*YGF09!&6lVnkF~vouc%0!XeNCIjn=tsvd#hm(GYoRuKi**Of%VaYi?{8tAE?v* zdSBWDhMnlHid*vnWin$jK>_3G#trhOo3f#0mZbmcaWCHQqyty)uY>-3EbPfme9(Wb zYp_c3S%JY|+a!f+ z7*|V__FZ6Tf%+8J;*zB&h;<6Au{qn%2Em3G?5uWckn`FX-8ocj(@Y z5Eyg6F8^Ro6^0BiBzZi20j(Z_0f%Z9fqHf1uG=wOukCT9%4eBCC2${Uud9RZ{_mFx z;(DPc_A&GQ`X1~H&CY*xVupVS55IFE!plHu6pk1O!1H&X9xvdRhOQnnTCuNNq4&ub zmPlh;=%aI6Y)HcR(Up{F=-HYW#uspKL{BnRzyITtMY{K@H9|4s&B2`f%ogO zxM^?naqQP_65Lh_U}Q6ce%HA*&`~gJTKLWpDubTxX)TV1uGkG5H}8KfgMOVGpEDwl zz<{~VMy}xkXsGRV(jZ*|s+$q3eKyt&8GH8^2;luXE|JT0SQEPTglnECO~vQLerNo0 zA$041FbTMD2kNEQaMZTy044s%d}{F`bSD;WRZss0oz2&0U$p1LP{pUCG@fH|)#Anh1k8 z@4dMx5duTU>)wbhGD4^I*T?Gz_d?rvGgsA!F7%|-TG;H8fgzPolXo6U<8%Goa8dFj zbhBo81>Q8p{OK7^d4hdIdx-~2m^@Gllj_BSq+!gdfxRhq9y)&-X+K!Xtpdts^9%#q zA3#}iV)H>^tm9S%+1X?q#eVdo!<5Pu7`)rBJ?4`F&1&xzsR8(0Bu}k6$SMsKZ}qL~ zztBV9UZFy1A`gtt-1<7?9uB><>Wy`SrZD9jA)8|#1$`UW?{I0o1^t8-v5}c77}|76 z#NY1?P;8qtZ?u1o!t`AW^-6J8=$RLIQK!ZYL(k|cPACh)$eH!xIam)+e(XER7?J{` zG+mNLv|pf0JI>l%+7#MF0YLv1GGRUXJev2<`?T5It>b# z|Ap_Ht$z%Ib2H@+cUr=T{Q_^!JoE&k$fc{Np-b{M~J!LoU`~icBNsH+lc0<>V>z#~EDnQi}*y33b0Rx=|LY4-b zp`%P$!?pqI3cJI$Cn8+%y7+W9tn-I{z7jpvFHtZMVMI16@`tu6cZ0ExY-su>7kp5B z50HNyjyGR^ab`m(W|^jI%E zkp8sQ2^w<_dHS?dVLIB5#^(H8=ra4Z{33r(ABLD0NcmnBAKvH3Q|#HVTA5Xg}vgJ?V-HGQg5}HJWU3$>A&e~edE(8X5+O2{@Zd8t91-R41BQLbGAaGXJAi7${s;KHyRZ zL+jVHKdkMCZtm~q9vxoLAEc$@w;SuhD_7ollQp4(?P2cM4{|UhDqE#f7y*A1av$^d zyxItZ7fDBd9PfhGsKhdFZoIDf=5e3N1sJ~h_K8a&6AZAr6%4EvgkJY+{)h9izSG}U zsIFWBeeW`gkNxA%8~s1C$$zYa;SiRPp!6A_STH;oOA^Gsq5JGx9aHGKuT(eq=?*m9 z6T2kcyA`_9`CGEeJfXYr7*BuWHV&xQv~o{oS%$7peKw(v$J_AQz7 zU7CPSN3m#$^V^}PWy8?fni-f&A}*S3N`$c;o)^dr8=>Ro4y1UP#3?TIl?Ap>v?L2nIFgW#SU)pFkL$^ zZDg8Y@aoo6$3Hs5pj2wXJv*#_q9^uh8?DDaRUFxc@k0Epioxt(jVVkC9it6>w3qZdZl@HnFxV3U`2V)Rl%F z_v_nG{3?mh7g`i!UmbaB4t@7OX#{;Z1s$()pC<=L!$^PmrikWcb?Bko?I>Mff}VGr zle?EUL2vE$5at)}VL+!FuAKIOAzR^z?okft&TExB=NSlthKq?Wzo|pt!Ik2@Z{EYy z722)IAB|z)U3lx3?K@%2Lod?Y$pt8}4yn7h?uSXwl*+Jmx=^Jh!7X_fK~Kz@bE#}< z&|92VA9{Zy9>#3m8cG$cg`R6C$FHo$yruLZbNJ+5=#?KLbdwvQ=iYF&=h+@;iplL3 zjKX@KZg||P_z?^=`Ze{8>A~c&t@UqQBQ#rCU}D|Z!qHEbF!V-_ z5N4kSEy0h~)*0;ts`X>1fsiq1O1tW6E3JXoo63K&t>*{sH`SHhk9C;ioXq57DWKkO z%%s}KLW2Wm?9IJiFk{DNDy5MDL#$_tM!w;EQykF?ka-Q28X{FJvsa)#>wEON6W-8~ zTNF^k)&YYa9nWlm113ePE*cLs0_B)-pAn}dG_YRUbZQ;u2Vr)%SIK@b;1PM`IE4l3 zWp+jP$#hJkhYC{G&WKi}?g@B15|{o%Kd z=d!jz%f>hMuRjXHxDqMflYAaVk~kO{Fu#BF+%?R@f|w5TI$a$Mqqw34cL%x1U*5i^y?!Up{~Htxa=$gP{ST^jR(fVgizm`mkBY@ zFn)B%&Vvv7ME0x}HZ23H-$8kS6NWGll}7W>2KzD^dtHm}J22$ghm<8#Ae-z+=aqkq z{g8aFz;VhP4AFmkSa@C+sEuO^A7!VYZ~FuO1z|N9)H99ESb7DmU$hqH*J1n+Jw^%% zV*=`v5QVy>J)V;>Xh%h7*OU=Opq%{Bytn!w<$Rhxx#)SwHRr#2>aLJt>% z&}vC}7`(w^k%z`dg+F3E>_ZY9M z$J~qjA48Yd?ALRcKL?H+T8W-ag#KH56>P2;;&YfBs0ba0!Ev6Jn`V~(^LzAJn%}hl zzW>>u|2*FB-T!m@*>Qhw{68A!XUF^1`|+#J;s3Sye{Y^Yn)lDf|J{H4_gCY7_W7^c z|35mH-;4X%dH!tu{ndVdc7Ol5{p|bwZ{^p|uIJD8`{($7Zole$|E~Q1tNHP(#`(MQ z<)5Gb+4+8Noqu)SzuNC-^X!l2{n>o^)#voH_5QDp_pgrozl9$^yY4@`j$gITe|6vg zsQ+J`?`PNb@7mA5Yh8c8I{sJT?(g;c+4=v~{{L#f-)n!@e*Rr}^Ly>@s{cP)$Ddu- z?|uL8+P|M&$M5y~z4lje;E&p0UEkk@13#N@zt?_s9{kyH|LQvax&6EI`&XU+&-VMX zfA#*4;{NP={oc6$ zTX^(GWcg^YcHt|5bJM z&+S*?>)*A`zx#atDE{}J|Ev9f)%t(c_rEG1{?+!g`|xMi^=F^|*}DAS%9H=A{h!~X z|K2)(w*4#~{ndYQe{cLh8s}%n`=j<}_v2T$|5xV!SL@{W`v0r(zq-=}+-Cu40F8%qldiU?{_s{YF zu6+HgzVK>S>Gi+c5B{t1e>cDVs`hv1)6eRNpS}ORdH&V!|J8nfw~zR}`TnT?U#-Vq z)&5<2?eEsfzv?{x)%pHx`@8%7D&798^X$*o+pqE!fA&59h_C)`J@Tub|Izn9o9BN6 zk2C$__vjAz!i*x}O8oX#^8db-_-(Mn zZ-XU%8!Y+TV9DPGOa3-k>bJpCzYUi9ZSaBL1|Rrs@PXe3OaFg1So*iY(!UKp_}k!v zzYRY4Kf&|{*Y92X??-p9i~V1>%;vZ6iy7YhzrSL+ant0+KYhn~&&v9`n9VhF{NJ0m z@WcP^enVW$>bmK5!+Y0_{_CqP|L7)m_nO6Ze3mA+#QxFq|BUp1@`L`r^Mm%k!kLV& q;c#Os9RL4Eto|HF#5#Pf`bSo+tbF6dKYsk<`u_l;gd7-8$#((qy73kO diff --git a/RProject/.Rhistory b/RProject/.Rhistory index 5f66ad1..d6992b7 100644 --- a/RProject/.Rhistory +++ b/RProject/.Rhistory @@ -1,201 +1,3 @@ -stop("Models RSM and GRSM cannot be used for unequal numbers of response categories!") -} -design_list <- design_GPCMlasso(formula = formula, data = data, -Y = Y, RSM = RSM, GPCM = GPCM, DSF = DSF, all.dummies = control$all.dummies, -main.effects = main.effects) -if (design_list$m == 0) { -control$lambda <- 0 -control$adaptive <- FALSE -cv <- FALSE -} -if (length(control$lambda) == 1) { -cv <- FALSE -} -loglik_fun <- loglikPCMlasso -score_fun <- scorePCMlasso -log_score_fun <- loglikscorePCMlasso2 -if (all(k == 2)) { -loglik_fun <- loglikDIFlasso -score_fun <- scoreDIFlasso -log_score_fun <- loglikscoreDIFlasso2 -} -fit <- fit_GPCMlasso(model = model, loglik_fun = loglik_fun, acoefs2 = acoefs2, -score_fun = score_fun, log_score_fun, design_list = design_list, -control = control, start = NULL, scale_fac = 1, main.effects = main.effects) -if (is.null(control$lambda)) { -control$lambda <- fit$lambda -} -coefficients <- fit$coefficients -coef.rescal <- fit$coef.rescal -logLik <- fit$logLik -df <- fit$df -BIC <- -2 * logLik + log(design_list$n) * df -AIC <- -2 * logLik + 2 * df -cAIC <- -2 * logLik + 2 * df + 2 * df * (df - 1)/(design_list$n - -df - 1) -if (cv) { -cv_error <- fit_cv_GPCMlasso(model, design_list, control, -score_fun, loglik_fun, log_score_fun, Y) -} -else { -cv_error <- NULL -} -ret.list <- list(coefficients = coefficients, logLik = logLik, -cv_error = cv_error, call = match.call(), model = model, -data = data, control = control, DSF = DSF, formula = formula, -item.names = item.names, Y = Y, design_list = design_list, -AIC = AIC, BIC = BIC, cAIC = cAIC, df = df, coef.rescal = coef.rescal, -main.effects = main.effects) -class(ret.list) <- "GPCMlasso" -return(ret.list) -} -GPCMlasso2 <- function (formula, data, DSF = FALSE, model = c("PCM", "RSM", -"GPCM", "GRSM", "RM", "2PL"), control = ctrl_GPCMlasso(), -cv = FALSE, main.effects = TRUE,acoefs2=NULL) -{ -if (!is.data.frame(data)) -stop("data has to be a data.frame!") -Y <- model.response(model.frame(formula, data = data)) -for (i in 1:ncol(Y)) { -Y[, i] <- as.factor(Y[, i]) -} -item.names <- colnames(Y) -model <- match.arg(model) -RSM <- GPCM <- FALSE -if (model %in% c("GRSM", "RSM")) { -RSM <- TRUE -} -if (model %in% c("GRSM", "GPCM", "2PL")) { -GPCM <- TRUE -} -k <- apply(Y, 2, function(x) { -length(levels(as.factor(x))) -}) -if (all(k == 2) | model %in% c("RM", "2PL")) { -DSF <- FALSE -control$cv.crit <- "deviance" -} -if (length(unique(k)) > 1 & RSM) { -stop("Models RSM and GRSM cannot be used for unequal numbers of response categories!") -} -design_list <- design_GPCMlasso(formula = formula, data = data, -Y = Y, RSM = RSM, GPCM = GPCM, DSF = DSF, all.dummies = control$all.dummies, -main.effects = main.effects) -if (design_list$m == 0) { -control$lambda <- 0 -control$adaptive <- FALSE -cv <- FALSE -} -if (length(control$lambda) == 1) { -cv <- FALSE -} -loglik_fun <- loglikPCMlasso -score_fun <- scorePCMlasso -log_score_fun <- loglikscorePCMlasso2 -if (all(k == 2)) { -loglik_fun <- loglikDIFlasso -score_fun <- scoreDIFlasso -log_score_fun <- loglikscoreDIFlasso2 -} -fit <- fit_GPCMlasso(model = model, loglik_fun = loglik_fun, acoefs2 = acoefs2, -score_fun = score_fun, log_score_fun, design_list = design_list, -control = control, start = NULL, scale_fac = 1, main.effects = main.effects) -if (is.null(control$lambda)) { -control$lambda <- fit$lambda -} -coefficients <- fit$coefficients -coef.rescal <- fit$coef.rescal -logLik <- fit$logLik -df <- fit$df -BIC <- -2 * logLik + log(design_list$n) * df -AIC <- -2 * logLik + 2 * df -cAIC <- -2 * logLik + 2 * df + 2 * df * (df - 1)/(design_list$n - -df - 1) -if (cv) { -cv_error <- fit_cv_GPCMlasso(model, design_list, control, -score_fun, loglik_fun, log_score_fun, Y) -} -else { -cv_error <- NULL -} -ret.list <- list(coefficients = coefficients, logLik = logLik, -cv_error = cv_error, call = match.call(), model = model, -data = data, control = control, DSF = DSF, formula = formula, -item.names = item.names, Y = Y, design_list = design_list, -AIC = AIC, BIC = BIC, cAIC = cAIC, df = df, coef.rescal = coef.rescal, -main.effects = main.effects) -class(ret.list) <- "GPCMlasso" -return(ret.list) -} -GPCMlasso2(formula = cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control=ctrl_GPCMlasso(lambda=0.0000000000001),acoefs2 = u) -u -## create responses for acat from ordinal values -createResponse <- function(Y){ -Y <- as.factor(Y) -model.matrix(~0+Y)[,-length(levels(Y))] -} -design_GPCMlasso <- function(formula = formula, Y=Y, data = data, RSM = RSM, -GPCM = GPCM, DSF = DSF, all.dummies = TRUE, main.effects = main.effects){ -## extract covariates -if(all.dummies){ -term.labels <- attr(terms(formula), "term.labels") -X <- matrix(rep(1,nrow(data))) -for(ij in 1:length(term.labels)){ -x.now <- data[,term.labels[ij], drop = FALSE] -if(is.factor(x.now[,1])){ -if(nlevels(x.now[,1])==2){ -X <- cbind(X,model.matrix(~.,data=x.now)[,-1,drop=FALSE]) -}else{ -X <- cbind(X,model.matrix(~0+.,data=x.now)) -} -}else{ -X <- cbind(X,model.matrix(~.,data=x.now)[,-1,drop=FALSE]) -} -} -X <- X[,-1,drop = FALSE] -}else{ -X <- model.matrix(formula, data = data) -if(ncol(X)>=1){ -if(colnames(X)[1]=="(Intercept)"){ -X <- X[,-1,drop = FALSE] -} -} -} -x.names <- colnames(X) -## factorize response vector -## initialize basic parameters -k <- apply(Y, 2, function(x){length(levels(as.factor(x)))}) -q <- k-1 -n <- nrow(Y) -I <- ncol(Y) -m <- ncol(X) -n_sigma <- 1 -if(GPCM){ -n_sigma <- I -} -## get final response vector -if(all(q==1)){ -response <- as.numeric(as.factor(c(t(Y))))-1 -}else{ -response <- lapply(as.data.frame(Y),createResponse) -response <- c(t(do.call("cbind",response))) -} -## total number of parameters to be optimized -px <- sum(q)+n_sigma -if(RSM){ -px <- q[1]+I+n_sigma-1 -} -## scale X and save standard deviations for re-scaling -# X <- scale(X, center = FALSE) -X <- scale(X, center = FALSE, scale = apply(X, 2, sd, na.rm = TRUE)) -sd.vec <- attributes(X)$scale -sd.vec <- create.sd.vec(sd.vec, DSF, px, n_sigma, I, q, main.effects) -## create design matrix for basic item parameters -if(!RSM){ -design <- -diag(px-n_sigma) -}else{ -design <- -cbind(matrix(rep(diag(I),each=q[1]),ncol=I), -matrix(rep(diag(q[1]),I),ncol=q[1],byrow = TRUE))[,-(I+1)] } ## create design matrix for covariate part if(m>=1){ @@ -510,3 +312,201 @@ GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT:item1tt+TT:item2TT+TT:item3t GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT:item1tt+TT:item2tt+TT:item3tt+TT:item4tt,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT*item1tt,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT*item1tt+TT*item2tt+TT*item3tt+TT*item4tt,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +library(mirt) +model.pcm <- "hrqol = 1-4" +mirt(data = aaaa[,paste0("item",1:4)]) +mirt(data = aaaa[,paste0("item",1:4)],model=model.pcm,itemtype = "Rasch",SE=T) +coef(mirt(data = aaaa[,paste0("item",1:4)],model=model.pcm,itemtype = "Rasch",SE=T)) +coef(mirt(data = aaaa[,paste0("item",1:4)],model=model.pcm,itemtype = "PCM",SE=T)) +coef(mirt(data = aaaa[,paste0("item",1:4)],model=model.pcm,itemtype = "GPCM",SE=T)) +coef(mirt(data = aaaa[,paste0("item",1:4)],model=model.pcm,itemtype = "Rasch",SE=T)) +coef.pcm <- coef(mirt(data = aaaa[,paste0("item",1:4)],model=model.pcm,itemtype = "Rasch",SE=T),IRTpars=T,simplify=T) +coef.pcm +coef.pcm <- coef(multipleGroup(data = aaaa[,paste0("item",1:4)],group="TT",model=model.pcm,itemtype = "Rasch",SE=T),IRTpars=T,simplify=T) +multipleGroup(data = aaaa[,paste0("item",1:4)],group="TT",model=model.pcm,itemtype = "Rasch",SE=T) +coef.pcm <- coef(multipleGroup(data = aaaa[,paste0("item",1:4)],group=aaaa$TT,model=model.pcm,itemtype = "Rasch",SE=T),IRTpars=T,simplify=T) +coef.pcm <- coef(multipleGroup(data = aaaa[,paste0("item",1:4)],group=as.character(aaaa$TT),model=model.pcm,itemtype = "Rasch",SE=T),IRTpars=T,simplify=T) +coef.pcm +library(TAM) +tam.mml(resp=aaaa[,c("item1","item2","item3","item4")],group=aaaa$TT) +coef.pcm +coef.pcm <- coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa$TT,formula=hrqol~TT,model=model.pcm,itemtype = "Rasch",SE=T),IRTpars=T,simplify=T) +coef.pcm <- coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=hrqol~TT,model=model.pcm,itemtype = "Rasch",SE=T),IRTpars=T,simplify=T) +coef.pcm <- coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=c(hrqol=as.formula("~TT")),model=model.pcm,itemtype = "Rasch",SE=T),IRTpars=T,simplify=T) +coef.pcm <- coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=c(hrqol=as.formula("~TT")),model=model.pcm,itemtype = "Rasch",SE=T)) +mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=c(hrqol=as.formula("~TT")),model=model.pcm,itemtype = "Rasch",SE=T) +mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch",SE=T) +mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch") +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch")) +tam.mml(resp=aaaa[,c("item1","item2","item3","item4")],group=aaaa$TT) +mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch") +aaa <- read.csv(paste0('/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N',100,'/scenario_',"6A_100",'.csv')) +aaaa <- aaa[aaa$replication==1,] +tam.mml(resp=aaaa[,c("item1","item2","item3","item4")],group=aaaa$TT) +mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "GPCM") +mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch") +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch")) +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch"),simplify=T) +coef(tam.mml(resp=aaaa[,c("item1","item2","item3","item4")],group=aaaa$TT)) +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch"),simplify=T) +model.pcm <- "hrqol = 1*TT+2-4" +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch"),simplify=T) +model.pcm <- "hrqol = 1-4" +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT,model=model.pcm,itemtype = "Rasch"),simplify=T) +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT+TT:item1,model=model.pcm,itemtype = "Rasch"),simplify=T) +aaaa$dif1 +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT+TT:item4,model=model.pcm,itemtype = "Rasch"),simplify=T) +tam.mml(resp=aaaa[,c("item1","item2","item3","item4")],group=aaaa$TT) +aaaa[aaaa$TT==1,]$item4TT <- aaaa[aaaa$TT==1,]$item4 +aaaa +aaaa[aaaa$TT==1,]$item4TT <- aaaa[aaaa$TT==1,]$item4 +aaaa[aaaa$TT==1,]$item4 +aaaa +aaaa[aaaa$TT==1,]$item4TT <- 0 +aaaa[aaaa$TT==1,]$item4TT +aaaa[aaaa$TT==1,] +aaaa[aaaa$TT==1,"item4tt"] <- aaaa[aaaa$TT==1,"item4"] +aaaa +aaaa[aaaa$TT==0,"item4nott"] <- aaaa[aaaa$TT==0,"item4"] +tam.mml(resp=aaaa[,c("item1","item2","item3","item4tt","item4nott")],group=aaaa$TT) +Summary(tam.mml(resp=aaaa[,c("item1","item2","item3","item4tt","item4nott")],group=aaaa$TT)) +summary(tam.mml(resp=aaaa[,c("item1","item2","item3","item4tt","item4nott")],group=aaaa$TT)) +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT+TT:item4,model=model.pcm,itemtype = "Rasch"),simplify=T,IRTpars=T) +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa,formula=~TT+TT:item4,model=model.pcm,itemtype = "Rasch"),simplify=T,IRTpars=T) +aaaa +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa[,1:9],formula=~TT+TT:item4,model=model.pcm,itemtype = "Rasch"),simplify=T,IRTpars=T) +summary(tam.mml(resp=aaaa[,c("item1","item2","item3","item4tt","item4nott")],group=aaaa$TT)) +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa[,1:9],formula=~TT+TT:item4,model=model.pcm,itemtype = "Rasch"),simplify=T,IRTpars=T) +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa[,1:9],formula=~TT+TT*item4,model=model.pcm,itemtype = "Rasch"),simplify=T,IRTpars=T) +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa[,1:9],formula=~TT+TT:item4,model=model.pcm,itemtype = "Rasch"),simplify=T,IRTpars=T) +coef(mirt(data = aaaa[,paste0("item",1:4)],covdata=aaaa[,1:9],formula=~TT,model=model.pcm,itemtype = "Rasch"),simplify=T,IRTpars=T) +model.pcm <- "hrqol = 1-4" +multipleGroup(data = aaaa[,paste0("item",1:4)],group=as.character(aaaa$TT),model=model.pcm,itemtype = "Rasch") +zzz <- multipleGroup(data = aaaa[,paste0("item",1:4)],group=as.character(aaaa$TT),model=model.pcm,itemtype = "Rasch") +DIF(zzz,items2test = 4,groups2test = "TT") +DIF(zzz,items2test = 4,groups2test = "TT",which.par = c("a1","d")) +DIF(zzz,items2test = 4,groups2test = "TT",which.par = c("hrqol")) +DIF(zzz,items2test = 4,groups2test = "TT",which.par = c("item1")) +zzz +coef(zzz) +DIF(zzz,items2test = 4,groups2test = "TT",which.par = c("a1")) +DIF(zzz,items2test = 4,which.par = c("a1")) +DIF(zzz,items2test = 4,which.par = c("a1"),return_models = T) +DIF(zzz,items2test = 4,which.par = c("a1"),return_models = T) +DIF(zzz,items2test = 4,which.par = c("a1"),return_models = F) +zzzz<- DIF(zzz,items2test = 4,which.par = c("a1")) +zzzz<- DIF(zzz,items2test = 4,which.par = c("a1"),return_seq_model = T) +zzzz<- DIF(zzz,items2test = 4,which.par = c("g"),return_seq_model = T) +coef(zzz) +zzzz<- DIF(zzz,items2test = 4,which.par = c("d1","d2","d3"),return_model = T) +zzzz<- DIF(zzz,items2test = 4,which.par = c("d1","d2","d3")) +zzzz +install.packages('/home/corentin/Documents/These/Packages/GPCMlasso_0.1-7.tar.gz') +library(GPCMlasso) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 1000),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 1000000000),DSF = F,cv=F) +tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT) +library(TAM) +tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT) +coef(tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT)) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0.1),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +?GPCMlasso +?GPCMlasso +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F,main.effects = F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 1000),DSF = F,cv=F,main.effects = F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4,item4tt)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +aaaa[aaaa$TT==1,"item4tt"] <- aaaa[aaaa$TT==1,"item4"] +GPCMlasso(formula=cbind(item1,item2,item3,item4,item4tt)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4,item4tt)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4tt)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10),DSF = F,cv=F) +0.265*log(10) +0.265*log(100) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 1000),DSF = F,cv=F) +0.265/1/log(100) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 1000),DSF = F,cv=F)$coef.rescal +tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 1000),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 100000000000),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F)$coefficients +install.packages("/home/corentin/Documents/These/Packages/GPCMlasso_0.1-7.tar.gz") +library(GPCMlasso) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT) +library(TAM) +tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0),DSF = F,cv=F) +tam.mml(aaaa[,c("item1","item2","item3",'item4')]) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0,lambda2=0),DSF = F,cv=F) +install.packages("/home/corentin/Documents/These/Packages/GPCMlasso_0.1-7.tar.gz") +library(GPCMlasso) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0,lambda2=0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 1000,lambda2=0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0,lambda2=1000),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0,lambda2=0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0,lambda2=100),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 100,lambda2=0),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 100,lambda2=0,adaptative=F),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 100,lambda2=0,adaptive=F),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=0,adaptive=F),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,adaptive=F),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 0,adaptive=F),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,adaptive=F),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,adaptive=F),DSF = F,cv=F)$coefficients +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,adaptive=F),DSF = F,cv=F)$coef.rescal +library(TAM) +tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=1e-8,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=1e-4,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=1e-18,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=1e-2,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=1e-3,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=1e-2.5,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=0.0005,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=0.001,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=0.01,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=0.005,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=0.002,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=-1,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=-0.1,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=-0.0001,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=-10,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=-10000,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=-100000,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=0,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=10000000000000000000000000000000000000000,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=-10000000000000000000000000000000000000000,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,lambda2=0,adaptive=F),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,ada.lambda=0,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,ada.lambda=1000,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,ada.lambda=-1000,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,ada.lambda=-10,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,ada.lambda=0,adaptive=T),DSF = F,cv=F)$coef.rescal +0.265/0.09 +tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,ada.lambda=0,adaptive=T),DSF = F,cv=F)$coef.rescal +1.1479/0.4403 +0.265/0.09 +0.265/0.036 +tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT) +1.1479/0.0001 +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,ada.power=2,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,cvalue=0,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,cvalue=0.000001,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,cvalue=1,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="PCM",control = ctrl_GPCMlasso(lambda = 10000,cvalue=10000,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="RM",control = ctrl_GPCMlasso(lambda = 10000,cvalue=10000,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="GRM",control = ctrl_GPCMlasso(lambda = 10000,cvalue=10000,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="2PL",control = ctrl_GPCMlasso(lambda = 10000,cvalue=10000,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="GPCM",control = ctrl_GPCMlasso(lambda = 10000,cvalue=10000,adaptive=T),DSF = F,cv=F)$coef.rescal +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="GPCM",control = ctrl_GPCMlasso(lambda = 10000,cvalue=10000,adaptive=T),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="GPCM",control = ctrl_GPCMlasso(lambda = 10000,adaptive=F),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="GPCM",control = ctrl_GPCMlasso(lambda = 10000000,adaptive=F),DSF = F,cv=F) +GPCMlasso(formula=cbind(item1,item2,item3,item4)~TT,data=aaaa,model="GRSM",control = ctrl_GPCMlasso(lambda = 10000,adaptive=F),DSF = F,cv=F) +tam.mml(aaaa[,c("item1","item2","item3",'item4')],group=aaaa$TT) diff --git a/RProject/resali.R b/RProject/Scripts/resali.R similarity index 100% rename from RProject/resali.R rename to RProject/Scripts/resali.R diff --git a/Scripts/Analysis/DIF-RESIDUS/pcm_dif_residus.do b/Scripts/Analysis/DIF-RESIDUS/pcm_dif_residus.do index a936341..53e0e26 100644 --- a/Scripts/Analysis/DIF-RESIDUS/pcm_dif_residus.do +++ b/Scripts/Analysis/DIF-RESIDUS/pcm_dif_residus.do @@ -1,1513 +1,364 @@ - *================================================================================================================================================= - * Date : 2024-01-23 - * Stata version : Stata 18 SE - * - * This program analyses simulated data accounting for DIF through a partial credit model - * - * ado-files needed : - pcm (version 5.5 October 25, 2023, available on gitea) - * - * - *================================================================================================================================================ - - * Load pcm.ado - adopath+"/home/corentin/Documents/These/Recherche/Simulations/Modules/" - - *========================== - * Scenarios with : J=4 - *========================== - - ****** Scenarios with DIF on 1 item - - ** Scenario 5: J = 4 items / M = 2 modalities / DIF size 0.3 - local N = "100 200 300" - foreach Nnn in `N' { - local Nn = `Nnn' - local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" - local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" - local scenarios = "A B C D E F G" - foreach scen in `scenarios' { - clear - import delim "`path_data'/scenario_5`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear - rename TT tt - - * Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif - local nbitems = 4 - local nbdif = 1 - local taillemat = `nbitems'+`nbdif'+3 - mat outmat = J(1000,`taillemat',.) - mat colnames outmat = "item1" "item2" "item3" "item4" "dif1" "beta" "se_beta" "dif_item_1" - di "Scenario 5`scen' / N=`Nnn'" - forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitems1') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent" - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitems1') { - mat outmat[`k',`j'] = W[1,3*`j'] // items avant le premier dif - } - else { - mat outmat[`k',`j'] = W[1,1+3*`j'] // items après le premier dif - } - } - mat outmat[`k',`nbitems'+1] = W[1,3*`difitems1'-1] // coef de dif - mat outmat[`k',`nbitems'+2] = W[1,3*`nbitems'+2] // beta - mat outmat[`k',`nbitems'+3] = W[2,3*`nbitems'+2] // se beta - mat outmat[`k',`nbitems'+4] = `difitems1' // numéro item de dif - restore - } - putexcel set "`path_res'/5`scen'_`Nn'.xls", sheet("outmat") replace - putexcel A1=matrix(outmat), colnames -} -} - - -** Scenario 6: J = 4 items / M = 4 modalities / DIF size 0.3 -local N = "100 200 300" -foreach Nnn in `N' { -local Nn = `Nnn' -local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" -local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" -local scenarios = "A B C D E F G" -foreach scen in `scenarios' { -clear -import delim "`path_data'/scenario_6`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear -rename TT tt - -* Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif -local nbitems = 4 -local nbdif = 1 -local taillemat = 3*`nbitems'+`nbdif'+3+2 -mat outmat = J(1000,`taillemat',.) -mat colnames outmat = "item1_1" "item1_2" "item1_3" "item2_1" "item2_2" "item2_3" "item3_1" "item3_2" "item3_3" "item4_1" "item4_2" "item4_3" "dif1_1" "dif1_2" "dif1_3" "beta" "se_beta" "dif_item_1" -di "Scenario 6`scen' / N=`Nnn'" -forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - forvalues i=1/`nbitems' { - if (`i'==`difitems1') { - local constrnt = "constraint 1 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt2 = "constraint 2 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitems1') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)(2.item`i'<-THETA@2 tt)(3.item`i'<-THETA@3 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)(2.item`i'<-THETA@2)(3.item`i'<-THETA@3)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent constraint(1 2)" - qui `constrnt' - qui `constrnt2' - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitems1') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+3] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+5] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+7] // items avant le premier dif - } - else if (`j'==`difitems1') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+4] // items du le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+7] // items du le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items du le premier dif } - } - else { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+6] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+8] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items avant le premier dif - } - } - mat outmat[`k',3*`nbitems'+1] = W[1,7*(`difitems1'-1)+2] // coef de dif - mat outmat[`k',3*`nbitems'+2] = W[1,7*(`difitems1'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+3] = W[1,7*(`difitems1'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+4] = W[1,7*`nbitems'+4] // beta - mat outmat[`k',3*`nbitems'+5] = W[2,7*`nbitems'+4] // se beta - mat outmat[`k',3*`nbitems'+6] = `difitems1' // numéro item de dif - restore -} -putexcel set "`path_res'/6`scen'_`Nn'.xls", sheet("outmat") replace -putexcel A1=matrix(outmat), colnames -} -} - - -** Scenario 7: J = 4 items / M = 2 modalities / DIF size 0.5 - local N = "100 200 300" - foreach Nnn in `N' { - local Nn = `Nnn' - local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" - local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" - local scenarios = "A B C D E F G" - foreach scen in `scenarios' { - clear - import delim "`path_data'/scenario_7`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear - rename TT tt - - * Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif - local nbitems = 4 - local nbdif = 1 - local taillemat = `nbitems'+`nbdif'+3 - mat outmat = J(1000,`taillemat',.) - mat colnames outmat = "item1" "item2" "item3" "item4" "dif1" "beta" "se_beta" "dif_item_1" - di "Scenario 7`scen' / N=`Nnn'" - forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitems1') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent" - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitems1') { - mat outmat[`k',`j'] = W[1,3*`j'] // items avant le premier dif - } - else { - mat outmat[`k',`j'] = W[1,1+3*`j'] // items après le premier dif - } - } - mat outmat[`k',`nbitems'+1] = W[1,3*`difitems1'-1] // coef de dif - mat outmat[`k',`nbitems'+2] = W[1,3*`nbitems'+2] // beta - mat outmat[`k',`nbitems'+3] = W[2,3*`nbitems'+2] // se beta - mat outmat[`k',`nbitems'+4] = `difitems1' // numéro item de dif - restore - } - putexcel set "`path_res'/7`scen'_`Nn'.xls", sheet("outmat") replace - putexcel A1=matrix(outmat), colnames -} -} - - -** Scenario 8: J = 4 items / M = 4 modalities / DIF size 0.5 -local N = "100 200 300" -foreach Nnn in `N' { -local Nn = `Nnn' -local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" -local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" -local scenarios = "A B C D E F G" -foreach scen in `scenarios' { -clear -import delim "`path_data'/scenario_8`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear -rename TT tt - -* Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif -local nbitems = 4 -local nbdif = 1 -local taillemat = 3*`nbitems'+`nbdif'+3+2 -mat outmat = J(1000,`taillemat',.) -mat colnames outmat = "item1_1" "item1_2" "item1_3" "item2_1" "item2_2" "item2_3" "item3_1" "item3_2" "item3_3" "item4_1" "item4_2" "item4_3" "dif1_1" "dif1_2" "dif1_3" "beta" "se_beta" "dif_item_1" -di "Scenario 8`scen' / N=`Nnn'" -forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - forvalues i=1/`nbitems' { - if (`i'==`difitems1') { - local constrnt = "constraint 1 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt2 = "constraint 2 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitems1') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)(2.item`i'<-THETA@2 tt)(3.item`i'<-THETA@3 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)(2.item`i'<-THETA@2)(3.item`i'<-THETA@3)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent constraint(1 2)" - qui `constrnt' - qui `constrnt2' - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitems1') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+3] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+5] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+7] // items avant le premier dif - } - else if (`j'==`difitems1') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+4] // items du le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+7] // items du le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items du le premier dif } - } - else { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+6] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+8] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items avant le premier dif - } - } - mat outmat[`k',3*`nbitems'+1] = W[1,7*(`difitems1'-1)+2] // coef de dif - mat outmat[`k',3*`nbitems'+2] = W[1,7*(`difitems1'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+3] = W[1,7*(`difitems1'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+4] = W[1,7*`nbitems'+4] // beta - mat outmat[`k',3*`nbitems'+5] = W[2,7*`nbitems'+4] // se beta - mat outmat[`k',3*`nbitems'+6] = `difitems1' // numéro item de dif - restore -} -putexcel set "`path_res'/8`scen'_`Nn'.xls", sheet("outmat") replace -putexcel A1=matrix(outmat), colnames -} -} - - -****** Scenarios with DIF on 2 items - -* Load pcm.ado -adopath+"/home/corentin/Documents/These/Recherche/Simulations/Modules/" - -** Scenario 9: J = 4 items / M = 2 modalities / DIF size 0.3 x2 - local N = "100 200 300" - foreach Nnn in `N' { - local Nn = `Nnn' - local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" - local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" - local scenarios = "A B C D E F G" - foreach scen in `scenarios' { - clear - import delim "`path_data'/scenario_9`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear - rename TT tt - - * Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif - local nbitems = 4 - local nbdif = 2 - local taillemat = `nbitems'+`nbdif'+4 - mat outmat = J(1000,`taillemat',.) - mat colnames outmat = "item1" "item2" "item3" "item4" "dif1" "dif2" "beta" "se_beta" "dif_item_1" "dif_item_2" - di "Scenario 9`scen' / N=`Nnn'" - forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - if (`difitems1'<`difitems2') { - local difitemsmin `difitems1' - local difitemsmax `difitems2' - } - else { - local difitemsmin `difitems2' - local difitemsmax `difitems1' - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent" - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',`j'] = W[1,3*`j'] // items avant le premier dif - } - else if (`j'<`difitemsmax') { - mat outmat[`k',`j'] = W[1,1+3*`j'] // items après le premier dif - } - else { - mat outmat[`k',`j'] = W[1,2+3*`j'] // items après le deuxieme dif - } - } - mat outmat[`k',`nbitems'+1] = W[1,3*`difitemsmin'-1] // coef de dif - mat outmat[`k',`nbitems'+2] = W[1,3*`difitemsmax'] // coef de dif - mat outmat[`k',`nbitems'+3] = W[1,3*`nbitems'+3] // beta - mat outmat[`k',`nbitems'+4] = W[2,3*`nbitems'+3] // se beta - mat outmat[`k',`nbitems'+5] = `difitemsmin' // numéro item de dif - mat outmat[`k',`nbitems'+6] = `difitemsmax' // numéro item de dif - restore - } - putexcel set "`path_res'/9`scen'_`Nn'.xls", sheet("outmat") replace - putexcel A1=matrix(outmat), colnames -} -} - - - -** Scenario 10: J = 4 items / M = 4 modalities / DIF size 0.3 x2 -local N = "100 200 300" -foreach Nnn in `N' { -local Nn = `Nnn' -local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" -local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" -local scenarios = "A B C D E F G" -foreach scen in `scenarios' { -clear -import delim "`path_data'/scenario_10`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear -rename TT tt - -* Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif -local nbitems = 4 -local nbdif = 2 -local taillemat = 3*`nbitems'+6+2+`nbdif' -mat outmat = J(1000,`taillemat',.) -mat colnames outmat = "item1_1" "item1_2" "item1_3" "item2_1" "item2_2" "item2_3" "item3_1" "item3_2" "item3_3" "item4_1" "item4_2" "item4_3" "dif1_1" "dif1_2" "dif1_3" "dif2_1" "dif2_2" "dif2_3" "beta" "se_beta" "dif_item_1" "dif_item_2" -di "Scenario 10`scen' / N=`Nnn'" -forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - if (`difitems1'<`difitems2') { - local difitemsmin `difitems1' - local difitemsmax `difitems2' - } - else { - local difitemsmin `difitems2' - local difitemsmax `difitems1' - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin') { - local constrnt = "constraint 1 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt2 = "constraint 2 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmax') { - local constrn3 = "constraint 3 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt4 = "constraint 4 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)(2.item`i'<-THETA@2 tt)(3.item`i'<-THETA@3 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)(2.item`i'<-THETA@2)(3.item`i'<-THETA@3)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent constraint(1 2 3 4)" - qui `constrnt' - qui `constrnt2' - qui `constrnt3' - qui `constrnt4' - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+3] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+5] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+7] // items avant le premier dif - } - else if (`j'==`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+4] // items du le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+7] // items du le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items du le premier dif } - } - else if (`j'<`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+6] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+8] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items avant le premier dif - } - else if (`j'==`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+7] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+10] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - else { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+9] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+11] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - } - mat outmat[`k',3*`nbitems'+1] = W[1,7*(`difitemsmin'-1)+2] // coef de dif - mat outmat[`k',3*`nbitems'+2] = W[1,7*(`difitemsmin'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+3] = W[1,7*(`difitemsmin'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+4] = W[1,7*(`difitemsmax'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+5] = W[1,7*(`difitemsmax'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+6] = W[1,7*(`difitemsmax'-1)+11] // coef de dif - mat outmat[`k',3*`nbitems'+7] = W[1,7*`nbitems'+7] // beta - mat outmat[`k',3*`nbitems'+8] = W[2,7*`nbitems'+7] // se beta - mat outmat[`k',3*`nbitems'+9] = `difitemsmin' // numéro item de dif - mat outmat[`k',3*`nbitems'+10] = `difitemsmax' // numéro item de dif - restore -} -putexcel set "`path_res'/10`scen'_`Nn'.xls", sheet("outmat") replace -putexcel A1=matrix(outmat), colnames -} -} - - - -** Scenario 11: J = 4 items / M = 2 modalities / DIF size 0.5 x2 - local N = "100 200 300" - foreach Nnn in `N' { - local Nn = `Nnn' - local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" - local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" - local scenarios = "A B C D E F G" - foreach scen in `scenarios' { - clear - import delim "`path_data'/scenario_11`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear - rename TT tt - - * Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif - local nbitems = 4 - local nbdif = 2 - local taillemat = `nbitems'+`nbdif'+4 - mat outmat = J(1000,`taillemat',.) - mat colnames outmat = "item1" "item2" "item3" "item4" "dif1" "dif2" "beta" "se_beta" "dif_item_1" "dif_item_2" - di "Scenario 11`scen' / N=`Nnn'" - forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - if (`difitems1'<`difitems2') { - local difitemsmin `difitems1' - local difitemsmax `difitems2' - } - else { - local difitemsmin `difitems2' - local difitemsmax `difitems1' - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent" - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',`j'] = W[1,3*`j'] // items avant le premier dif - } - else if (`j'<`difitemsmax') { - mat outmat[`k',`j'] = W[1,1+3*`j'] // items après le premier dif - } - else { - mat outmat[`k',`j'] = W[1,2+3*`j'] // items après le deuxieme dif - } - } - mat outmat[`k',`nbitems'+1] = W[1,3*`difitemsmin'-1] // coef de dif - mat outmat[`k',`nbitems'+2] = W[1,3*`difitemsmax'] // coef de dif - mat outmat[`k',`nbitems'+3] = W[1,3*`nbitems'+3] // beta - mat outmat[`k',`nbitems'+4] = W[2,3*`nbitems'+3] // se beta - mat outmat[`k',`nbitems'+5] = `difitemsmin' // numéro item de dif - mat outmat[`k',`nbitems'+6] = `difitemsmax' // numéro item de dif - restore - } - putexcel set "`path_res'/11`scen'_`Nn'.xls", sheet("outmat") replace - putexcel A1=matrix(outmat), colnames -} -} - - - -** Scenario 12: J = 4 items / M = 4 modalities / DIF size 0.5 x2 -local N = "100 200 300" -foreach Nnn in `N' { -local Nn = `Nnn' -local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" -local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" -local scenarios = "A B C D E F G" -foreach scen in `scenarios' { -clear -import delim "`path_data'/scenario_12`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear -rename TT tt - -* Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif -local nbitems = 4 -local nbdif = 2 -local taillemat = 3*`nbitems'+6+2+`nbdif' -mat outmat = J(1000,`taillemat',.) -mat colnames outmat = "item1_1" "item1_2" "item1_3" "item2_1" "item2_2" "item2_3" "item3_1" "item3_2" "item3_3" "item4_1" "item4_2" "item4_3" "dif1_1" "dif1_2" "dif1_3" "dif2_1" "dif2_2" "dif2_3" "beta" "se_beta" "dif_item_1" "dif_item_2" -di "Scenario 12`scen' / N=`Nnn'" -forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - if (`difitems1'<`difitems2') { - local difitemsmin `difitems1' - local difitemsmax `difitems2' - } - else { - local difitemsmin `difitems2' - local difitemsmax `difitems1' - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin') { - local constrnt = "constraint 1 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt2 = "constraint 2 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmax') { - local constrn3 = "constraint 3 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt4 = "constraint 4 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)(2.item`i'<-THETA@2 tt)(3.item`i'<-THETA@3 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)(2.item`i'<-THETA@2)(3.item`i'<-THETA@3)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent constraint(1 2 3 4)" - qui `constrnt' - qui `constrnt2' - qui `constrnt3' - qui `constrnt4' - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+3] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+5] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+7] // items avant le premier dif - } - else if (`j'==`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+4] // items du le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+7] // items du le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items du le premier dif } - } - else if (`j'<`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+6] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+8] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items avant le premier dif - } - else if (`j'==`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+7] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+10] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - else { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+9] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+11] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - } - mat outmat[`k',3*`nbitems'+1] = W[1,7*(`difitemsmin'-1)+2] // coef de dif - mat outmat[`k',3*`nbitems'+2] = W[1,7*(`difitemsmin'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+3] = W[1,7*(`difitemsmin'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+4] = W[1,7*(`difitemsmax'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+5] = W[1,7*(`difitemsmax'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+6] = W[1,7*(`difitemsmax'-1)+11] // coef de dif - mat outmat[`k',3*`nbitems'+7] = W[1,7*`nbitems'+7] // beta - mat outmat[`k',3*`nbitems'+8] = W[2,7*`nbitems'+7] // se beta - mat outmat[`k',3*`nbitems'+9] = `difitemsmin' // numéro item de dif - mat outmat[`k',3*`nbitems'+10] = `difitemsmax' // numéro item de dif - restore -} -putexcel set "`path_res'/12`scen'_`Nn'.xls", sheet("outmat") replace -putexcel A1=matrix(outmat), colnames -} -} - - - -*========================== -* Scenarios with : J=7 -*========================== - - -****** Scenarios with DIF on 2 items - -* Load pcm.ado -adopath+"/home/corentin/Documents/These/Recherche/Simulations/Modules/" - -** Scenario 13: J = 7 items / M = 2 modalities / DIF size 0.3 x2 - local N = "100 200 300" - foreach Nnn in `N' { - local Nn = `Nnn' - local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" - local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" - local scenarios = "A B C D E F G" - foreach scen in `scenarios' { - clear - import delim "`path_data'/scenario_13`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear - rename TT tt - - * Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif - local nbitems = 7 - local nbdif = 2 - local taillemat = `nbitems'+`nbdif'+4 - mat outmat = J(1000,`taillemat',.) - mat colnames outmat = "item1" "item2" "item3" "item4" "item5" "item6" "item7" "dif1" "dif2" "beta" "se_beta" "dif_item_1" "dif_item_2" - di "Scenario 13`scen' / N=`Nnn'" - forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - if (`difitems1'<`difitems2') { - local difitemsmin `difitems1' - local difitemsmax `difitems2' - } - else { - local difitemsmin `difitems2' - local difitemsmax `difitems1' - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent" - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',`j'] = W[1,3*`j'] // items avant le premier dif - } - else if (`j'<`difitemsmax') { - mat outmat[`k',`j'] = W[1,1+3*`j'] // items après le premier dif - } - else { - mat outmat[`k',`j'] = W[1,2+3*`j'] // items après le deuxieme dif - } - } - mat outmat[`k',`nbitems'+1] = W[1,3*`difitemsmin'-1] // coef de dif - mat outmat[`k',`nbitems'+2] = W[1,3*`difitemsmax'] // coef de dif - mat outmat[`k',`nbitems'+3] = W[1,3*`nbitems'+3] // beta - mat outmat[`k',`nbitems'+4] = W[2,3*`nbitems'+3] // se beta - mat outmat[`k',`nbitems'+5] = `difitemsmin' // numéro item de dif - mat outmat[`k',`nbitems'+6] = `difitemsmax' // numéro item de dif - restore - } - putexcel set "`path_res'/13`scen'_`Nn'.xls", sheet("outmat") replace - putexcel A1=matrix(outmat), colnames -} -} - - - -** Scenario 14: J = 7 items / M = 4 modalities / DIF size 0.3 x2 -local N = "100 200 300" -foreach Nnn in `N' { -local Nn = `Nnn' -local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" -local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" -local scenarios = "A B C D E F G" -foreach scen in `scenarios' { -clear -import delim "`path_data'/scenario_14`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear -rename TT tt - -* Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif -local nbitems = 7 -local nbdif = 2 -local taillemat = 3*`nbitems'+6+2+`nbdif' -mat outmat = J(1000,`taillemat',.) -mat colnames outmat = "item1_1" "item1_2" "item1_3" "item2_1" "item2_2" "item2_3" "item3_1" "item3_2" "item3_3" "item4_1" "item4_2" "item4_3" "item5_1" "item5_2" "item5_3" "item6_1" "item6_2" "item6_3" "item7_1" "item7_2" "item7_3" "dif1_1" "dif1_2" "dif1_3" "dif2_1" "dif2_2" "dif2_3" "beta" "se_beta" "dif_item_1" "dif_item_2" -di "Scenario 14`scen' / N=`Nnn'" -forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - if (`difitems1'<`difitems2') { - local difitemsmin `difitems1' - local difitemsmax `difitems2' - } - else { - local difitemsmin `difitems2' - local difitemsmax `difitems1' - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin') { - local constrnt = "constraint 1 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt2 = "constraint 2 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmax') { - local constrn3 = "constraint 3 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt4 = "constraint 4 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)(2.item`i'<-THETA@2 tt)(3.item`i'<-THETA@3 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)(2.item`i'<-THETA@2)(3.item`i'<-THETA@3)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent constraint(1 2 3 4)" - qui `constrnt' - qui `constrnt2' - qui `constrnt3' - qui `constrnt4' - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+3] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+5] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+7] // items avant le premier dif - } - else if (`j'==`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+4] // items du le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+7] // items du le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items du le premier dif } - } - else if (`j'<`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+6] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+8] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items avant le premier dif - } - else if (`j'==`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+7] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+10] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - else { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+9] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+11] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - } - mat outmat[`k',3*`nbitems'+1] = W[1,7*(`difitemsmin'-1)+2] // coef de dif - mat outmat[`k',3*`nbitems'+2] = W[1,7*(`difitemsmin'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+3] = W[1,7*(`difitemsmin'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+4] = W[1,7*(`difitemsmax'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+5] = W[1,7*(`difitemsmax'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+6] = W[1,7*(`difitemsmax'-1)+11] // coef de dif - mat outmat[`k',3*`nbitems'+7] = W[1,7*`nbitems'+7] // beta - mat outmat[`k',3*`nbitems'+8] = W[2,7*`nbitems'+7] // se beta - mat outmat[`k',3*`nbitems'+9] = `difitemsmin' // numéro item de dif - mat outmat[`k',3*`nbitems'+10] = `difitemsmax' // numéro item de dif - restore -} -putexcel set "`path_res'/14`scen'_`Nn'.xls", sheet("outmat") replace -putexcel A1=matrix(outmat), colnames -} -} - - - -** Scenario 15: J = 7 items / M = 2 modalities / DIF size 0.5 x2 - local N = "100 200 300" - foreach Nnn in `N' { - local Nn = `Nnn' - local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" - local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" - local scenarios = "A B C D E F G" - foreach scen in `scenarios' { - clear - import delim "`path_data'/scenario_15`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear - rename TT tt - - * Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif - local nbitems = 7 - local nbdif = 2 - local taillemat = `nbitems'+`nbdif'+4 - mat outmat = J(1000,`taillemat',.) - mat colnames outmat = "item1" "item2" "item3" "item4" "item5" "item6" "item7" "dif1" "dif2" "beta" "se_beta" "dif_item_1" "dif_item_2" - di "Scenario 15`scen' / N=`Nnn'" - forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - if (`difitems1'<`difitems2') { - local difitemsmin `difitems1' - local difitemsmax `difitems2' - } - else { - local difitemsmin `difitems2' - local difitemsmax `difitems1' - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent" - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',`j'] = W[1,3*`j'] // items avant le premier dif - } - else if (`j'<`difitemsmax') { - mat outmat[`k',`j'] = W[1,1+3*`j'] // items après le premier dif - } - else { - mat outmat[`k',`j'] = W[1,2+3*`j'] // items après le deuxieme dif - } - } - mat outmat[`k',`nbitems'+1] = W[1,3*`difitemsmin'-1] // coef de dif - mat outmat[`k',`nbitems'+2] = W[1,3*`difitemsmax'] // coef de dif - mat outmat[`k',`nbitems'+3] = W[1,3*`nbitems'+3] // beta - mat outmat[`k',`nbitems'+4] = W[2,3*`nbitems'+3] // se beta - mat outmat[`k',`nbitems'+5] = `difitemsmin' // numéro item de dif - mat outmat[`k',`nbitems'+6] = `difitemsmax' // numéro item de dif - restore - } - putexcel set "`path_res'/15`scen'_`Nn'.xls", sheet("outmat") replace - putexcel A1=matrix(outmat), colnames -} -} - - - -** Scenario 16: J = 7 items / M = 4 modalities / DIF size 0.5 x2 -local N = "100 200 300" -foreach Nnn in `N' { -local Nn = `Nnn' -local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" -local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" -local scenarios = "A B C D E F G" -foreach scen in `scenarios' { -clear -import delim "`path_data'/scenario_16`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear -rename TT tt - -* Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif -local nbitems = 7 -local nbdif = 2 -local taillemat = 3*`nbitems'+6+2+`nbdif' -mat outmat = J(1000,`taillemat',.) -mat colnames outmat = "item1_1" "item1_2" "item1_3" "item2_1" "item2_2" "item2_3" "item3_1" "item3_2" "item3_3" "item4_1" "item4_2" "item4_3" "item5_1" "item5_2" "item5_3" "item6_1" "item6_2" "item6_3" "item7_1" "item7_2" "item7_3" "dif1_1" "dif1_2" "dif1_3" "dif2_1" "dif2_2" "dif2_3" "beta" "se_beta" "dif_item_1" "dif_item_2" -di "Scenario 16`scen' / N=`Nnn'" -forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - if (`difitems1'<`difitems2') { - local difitemsmin `difitems1' - local difitemsmax `difitems2' - } - else { - local difitemsmin `difitems2' - local difitemsmax `difitems1' - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin') { - local constrnt = "constraint 1 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt2 = "constraint 2 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmax') { - local constrn3 = "constraint 3 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt4 = "constraint 4 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)(2.item`i'<-THETA@2 tt)(3.item`i'<-THETA@3 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)(2.item`i'<-THETA@2)(3.item`i'<-THETA@3)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent constraint(1 2 3 4)" - qui `constrnt' - qui `constrnt2' - qui `constrnt3' - qui `constrnt4' - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+3] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+5] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+7] // items avant le premier dif - } - else if (`j'==`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+4] // items du le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+7] // items du le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items du le premier dif } - } - else if (`j'<`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+6] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+8] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items avant le premier dif - } - else if (`j'==`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+7] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+10] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - else { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+9] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+11] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - } - mat outmat[`k',3*`nbitems'+1] = W[1,7*(`difitemsmin'-1)+2] // coef de dif - mat outmat[`k',3*`nbitems'+2] = W[1,7*(`difitemsmin'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+3] = W[1,7*(`difitemsmin'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+4] = W[1,7*(`difitemsmax'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+5] = W[1,7*(`difitemsmax'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+6] = W[1,7*(`difitemsmax'-1)+11] // coef de dif - mat outmat[`k',3*`nbitems'+7] = W[1,7*`nbitems'+7] // beta - mat outmat[`k',3*`nbitems'+8] = W[2,7*`nbitems'+7] // se beta - mat outmat[`k',3*`nbitems'+9] = `difitemsmin' // numéro item de dif - mat outmat[`k',3*`nbitems'+10] = `difitemsmax' // numéro item de dif - restore -} -putexcel set "`path_res'/16`scen'_`Nn'.xls", sheet("outmat") replace -putexcel A1=matrix(outmat), colnames -} -} - -***** Scenarios with DIF on 3 items - -* Load pcm.ado -adopath+"/home/corentin/Documents/These/Recherche/Simulations/Modules/" - -** Scenario 17: J = 7 items / M = 2 modalities / DIF size 0.3 x3 - local N = "100 200 300" - foreach Nnn in `N' { - local Nn = `Nnn' - local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" - local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" - local scenarios = "A B C D E F G" - foreach scen in `scenarios' { - clear - import delim "`path_data'/scenario_17`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear - rename TT tt - - * Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif - local nbitems = 7 - local nbdif = 3 - local taillemat = `nbitems'+`nbdif'+5 - mat outmat = J(1000,`taillemat',.) - mat colnames outmat = "item1" "item2" "item3" "item4" "item5" "item6" "item7" "dif1" "dif2" "dif3" "beta" "se_beta" "dif_item_1" "dif_item_2" "dif_item_3" - di "Scenario 17`scen' / N=`Nnn'" - forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - local difitems3=dif3 - if (`difitems1' < `difitems2') { - local difitemsmin= `difitems1' - local difitemsmax= `difitems2' - } - else { - local difitemsmin= `difitems2' - local difitemsmax= `difitems1' - } - if (`difitems3' < `difitemsmin') { - local difitemsmid = `difitemsmin' - local difitemsmin= `difitems3' - } - else if (`difitems3' > `difitemsmax') { - local difitemsmid = `difitemsmax' - local difitemsmax= `difitems3' - } - else { - local difitemsmid = `difitems3' - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax' | `i'==`difitemsmid') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent" - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',`j'] = W[1,3*`j'] // items avant le premier dif - } - else if (`j'<`difitemsmid') { - mat outmat[`k',`j'] = W[1,1+3*`j'] // items après le premier dif - } - else if (`j'<`difitemsmax') { - mat outmat[`k',`j'] = W[1,2+3*`j'] // items après le deuxieme dif - } - else { - mat outmat[`k',`j'] = W[1,3+3*`j'] // items après le deuxieme dif - } - } - mat outmat[`k',`nbitems'+1] = W[1,3*`difitemsmin'-1] // coef de dif - mat outmat[`k',`nbitems'+2] = W[1,3*`difitemsmid'] // coef de dif - mat outmat[`k',`nbitems'+3] = W[1,3*`difitemsmax'+1] // coef de dif - mat outmat[`k',`nbitems'+4] = W[1,3*`nbitems'+4] // beta - mat outmat[`k',`nbitems'+5] = W[2,3*`nbitems'+4] // se beta - mat outmat[`k',`nbitems'+6] = `difitemsmin' // numéro item de dif - mat outmat[`k',`nbitems'+7] = `difitemsmid' // numéro item de dif - mat outmat[`k',`nbitems'+8] = `difitemsmax' // numéro item de dif - restore - } - putexcel set "`path_res'/17`scen'_`Nn'.xls", sheet("outmat") replace - putexcel A1=matrix(outmat), colnames -} -} - - - -** Scenario 18: J = 7 items / M = 4 modalities / DIF size 0.3 x3 -local N = "100 200 300" -foreach Nnn in `N' { -local Nn = `Nnn' -local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" -local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" -local scenarios = "A B C D E F G" -foreach scen in `scenarios' { -clear -import delim "`path_data'/scenario_18`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear -rename TT tt - -* Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif -local nbitems = 7 -local nbdif = 3 -local taillemat = 3*`nbitems'+9+2+`nbdif' -mat outmat = J(1000,`taillemat',.) -mat colnames outmat = "item1_1" "item1_2" "item1_3" "item2_1" "item2_2" "item2_3" "item3_1" "item3_2" "item3_3" "item4_1" "item4_2" "item4_3" "item5_1" "item5_2" "item5_3" "item6_1" "item6_2" "item6_3" "item7_1" "item7_2" "item7_3" "dif1_1" "dif1_2" "dif1_3" "dif2_1" "dif2_2" "dif2_3" "dif3_1" "dif3_2" "dif3_3" "beta" "se_beta" "dif_item_1" "dif_item_2" "dif_item_3" -di "Scenario 18`scen' / N=`Nnn'" -forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - local difitems3=dif3 - if (`difitems1' < `difitems2') { - local difitemsmin= `difitems1' - local difitemsmax= `difitems2' - } - else { - local difitemsmin= `difitems2' - local difitemsmax= `difitems1' - } - if (`difitems3' < `difitemsmin') { - local difitemsmid = `difitemsmin' - local difitemsmin= `difitems3' - } - else if (`difitems3' > `difitemsmax') { - local difitemsmid = `difitemsmax' - local difitemsmax= `difitems3' - } - else { - local difitemsmid = `difitems3' - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin') { - local constrnt = "constraint 1 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt2 = "constraint 2 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmax') { - local constrn3 = "constraint 3 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt4 = "constraint 4 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmid') { - local constrn5 = "constraint 5 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt6 = "constraint 6 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax' | `i'==`difitemsmid') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)(2.item`i'<-THETA@2 tt)(3.item`i'<-THETA@3 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)(2.item`i'<-THETA@2)(3.item`i'<-THETA@3)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent constraint(1 2 3 4 5 6)" - qui `constrnt' - qui `constrnt2' - qui `constrnt3' - qui `constrnt4' - qui `constrnt6' - qui `constrnt6' - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+3] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+5] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+7] // items avant le premier dif - } - else if (`j'==`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+4] // items du le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+7] // items du le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items du le premier dif } - } - else if (`j'<`difitemsmid') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+6] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+8] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items avant le premier dif - } - else if (`j'==`difitemsmid') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+7] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+10] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - else if (`j'<`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+9] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+11] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - else if (`j'==`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+10] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+13] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+16] // items avant le premier dif - } - else { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+12] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+14] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+16] // items avant le premier dif - } - } - mat outmat[`k',3*`nbitems'+1] = W[1,7*(`difitemsmin'-1)+2] // coef de dif - mat outmat[`k',3*`nbitems'+2] = W[1,7*(`difitemsmin'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+3] = W[1,7*(`difitemsmin'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+4] = W[1,7*(`difitemsmid'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+5] = W[1,7*(`difitemsmid'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+6] = W[1,7*(`difitemsmid'-1)+11] // coef de dif - mat outmat[`k',3*`nbitems'+7] = W[1,7*(`difitemsmax'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+8] = W[1,7*(`difitemsmax'-1)+11] // coef de dif - mat outmat[`k',3*`nbitems'+9] = W[1,7*(`difitemsmax'-1)+14] // coef de dif - mat outmat[`k',3*`nbitems'+10] = W[1,7*`nbitems'+10] // beta - mat outmat[`k',3*`nbitems'+11] = W[2,7*`nbitems'+10] // se beta - mat outmat[`k',3*`nbitems'+12] = `difitemsmin' // numéro item de dif - mat outmat[`k',3*`nbitems'+13] = `difitemsmid' // numéro item de dif - mat outmat[`k',3*`nbitems'+14] = `difitemsmax' // numéro item de dif - restore -} -putexcel set "`path_res'/18`scen'_`Nn'.xls", sheet("outmat") replace -putexcel A1=matrix(outmat), colnames -} -} - -** Scenario 19: J = 7 items / M = 2 modalities / DIF size 0.5 x3 - local N = "100 200 300" - foreach Nnn in `N' { - local Nn = `Nnn' - local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" - local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" - local scenarios = "A B C D E F G" - foreach scen in `scenarios' { - clear - import delim "`path_data'/scenario_19`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear - rename TT tt - - * Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif - local nbitems = 7 - local nbdif = 3 - local taillemat = `nbitems'+`nbdif'+5 - mat outmat = J(1000,`taillemat',.) - mat colnames outmat = "item1" "item2" "item3" "item4" "item5" "item6" "item7" "dif1" "dif2" "dif3" "beta" "se_beta" "dif_item_1" "dif_item_2" "dif_item_3" - di "Scenario 19`scen' / N=`Nnn'" - forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - local difitems3=dif3 - if (`difitems1' < `difitems2') { - local difitemsmin= `difitems1' - local difitemsmax= `difitems2' - } - else { - local difitemsmin= `difitems2' - local difitemsmax= `difitems1' - } - if (`difitems3' < `difitemsmin') { - local difitemsmid = `difitemsmin' - local difitemsmin= `difitems3' - } - else if (`difitems3' > `difitemsmax') { - local difitemsmid = `difitemsmax' - local difitemsmax= `difitems3' - } - else { - local difitemsmid = `difitems3' - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax' | `i'==`difitemsmid') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent" - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',`j'] = W[1,3*`j'] // items avant le premier dif - } - else if (`j'<`difitemsmid') { - mat outmat[`k',`j'] = W[1,1+3*`j'] // items après le premier dif - } - else if (`j'<`difitemsmax') { - mat outmat[`k',`j'] = W[1,2+3*`j'] // items après le deuxieme dif - } - else { - mat outmat[`k',`j'] = W[1,3+3*`j'] // items après le deuxieme dif - } - } - mat outmat[`k',`nbitems'+1] = W[1,3*`difitemsmin'-1] // coef de dif - mat outmat[`k',`nbitems'+2] = W[1,3*`difitemsmid'] // coef de dif - mat outmat[`k',`nbitems'+3] = W[1,3*`difitemsmax'+1] // coef de dif - mat outmat[`k',`nbitems'+4] = W[1,3*`nbitems'+4] // beta - mat outmat[`k',`nbitems'+5] = W[2,3*`nbitems'+4] // se beta - mat outmat[`k',`nbitems'+6] = `difitemsmin' // numéro item de dif - mat outmat[`k',`nbitems'+7] = `difitemsmid' // numéro item de dif - mat outmat[`k',`nbitems'+8] = `difitemsmax' // numéro item de dif - restore - } - putexcel set "`path_res'/19`scen'_`Nn'.xls", sheet("outmat") replace - putexcel A1=matrix(outmat), colnames -} -} - - - -** Scenario 20: J = 7 items / M = 4 modalities / DIF size 0.5 x3 -local N = "100 200 300" -foreach Nnn in `N' { -local Nn = `Nnn' -local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" -local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/DIF/N`Nn'" -local scenarios = "A B C D E F G" -foreach scen in `scenarios' { -clear -import delim "`path_data'/scenario_20`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear -rename TT tt - -* Matrice de taille 1000 * 4 items + 1 DIF + beta + std beta + 1 dif -local nbitems = 7 -local nbdif = 3 -local taillemat = 3*`nbitems'+9+2+`nbdif' -mat outmat = J(1000,`taillemat',.) -mat colnames outmat = "item1_1" "item1_2" "item1_3" "item2_1" "item2_2" "item2_3" "item3_1" "item3_2" "item3_3" "item4_1" "item4_2" "item4_3" "item5_1" "item5_2" "item5_3" "item6_1" "item6_2" "item6_3" "item7_1" "item7_2" "item7_3" "dif1_1" "dif1_2" "dif1_3" "dif2_1" "dif2_2" "dif2_3" "dif3_1" "dif3_2" "dif3_3" "beta" "se_beta" "dif_item_1" "dif_item_2" "dif_item_3" -di "Scenario 20`scen' / N=`Nnn'" -forvalues k=1/1000 { - if (mod(`k',100)==0) { - di "`k'/1000" - } - preserve - qui keep if replication==`k' - local difitems1=dif1 - local difitems2=dif2 - local difitems3=dif3 - if (`difitems1' < `difitems2') { - local difitemsmin= `difitems1' - local difitemsmax= `difitems2' - } - else { - local difitemsmin= `difitems2' - local difitemsmax= `difitems1' - } - if (`difitems3' < `difitemsmin') { - local difitemsmid = `difitemsmin' - local difitemsmin= `difitems3' - } - else if (`difitems3' > `difitemsmax') { - local difitemsmid = `difitemsmax' - local difitemsmax= `difitems3' - } - else { - local difitemsmid = `difitems3' - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin') { - local constrnt = "constraint 1 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt2 = "constraint 2 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmax') { - local constrn3 = "constraint 3 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt4 = "constraint 4 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - forvalues i=1/`nbitems' { - if (`i'==`difitemsmid') { - local constrn5 = "constraint 5 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" - local constrnt6 = "constraint 6 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" - } - } - local mod "gsem " - forvalues i=1/`nbitems' { - if (`i'==`difitemsmin' | `i'==`difitemsmax' | `i'==`difitemsmid') { - local mod = "`mod'"+"(1.item`i'<-THETA@1 tt)(2.item`i'<-THETA@2 tt)(3.item`i'<-THETA@3 tt)" - } - else { - local mod = "`mod'"+"(1.item`i'<-THETA@1)(2.item`i'<-THETA@2)(3.item`i'<-THETA@3)" - } - } - local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent constraint(1 2 3 4 5 6)" - qui `constrnt' - qui `constrnt2' - qui `constrnt3' - qui `constrnt4' - qui `constrnt6' - qui `constrnt6' - qui `mod' - mat V=r(table) - mat W=V[1..2,1...] - forvalues j=1/`nbitems' { - if (`j'<`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+3] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+5] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+7] // items avant le premier dif - } - else if (`j'==`difitemsmin') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+4] // items du le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+7] // items du le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items du le premier dif } - } - else if (`j'<`difitemsmid') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+6] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+8] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+10] // items avant le premier dif - } - else if (`j'==`difitemsmid') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+7] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+10] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - else if (`j'<`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+9] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+11] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+13] // items avant le premier dif - } - else if (`j'==`difitemsmax') { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+10] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+13] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+16] // items avant le premier dif - } - else { - mat outmat[`k',3*`j'-2] = W[1,7*(`j'-1)+12] // items avant le premier dif - mat outmat[`k',3*`j'-1] = W[1,7*(`j'-1)+14] // items avant le premier dif - mat outmat[`k',3*`j'] = W[1,7*(`j'-1)+16] // items avant le premier dif - } - } - mat outmat[`k',3*`nbitems'+1] = W[1,7*(`difitemsmin'-1)+2] // coef de dif - mat outmat[`k',3*`nbitems'+2] = W[1,7*(`difitemsmin'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+3] = W[1,7*(`difitemsmin'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+4] = W[1,7*(`difitemsmid'-1)+5] // coef de dif - mat outmat[`k',3*`nbitems'+5] = W[1,7*(`difitemsmid'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+6] = W[1,7*(`difitemsmid'-1)+11] // coef de dif - mat outmat[`k',3*`nbitems'+7] = W[1,7*(`difitemsmax'-1)+8] // coef de dif - mat outmat[`k',3*`nbitems'+8] = W[1,7*(`difitemsmax'-1)+11] // coef de dif - mat outmat[`k',3*`nbitems'+9] = W[1,7*(`difitemsmax'-1)+14] // coef de dif - mat outmat[`k',3*`nbitems'+10] = W[1,7*`nbitems'+10] // beta - mat outmat[`k',3*`nbitems'+11] = W[2,7*`nbitems'+10] // se beta - mat outmat[`k',3*`nbitems'+12] = `difitemsmin' // numéro item de dif - mat outmat[`k',3*`nbitems'+13] = `difitemsmid' // numéro item de dif - mat outmat[`k',3*`nbitems'+14] = `difitemsmax' // numéro item de dif - restore +*================================================================================================================================================= +* Date : 2024-01-23 +* Stata version : Stata 18 SE +* +* This program analyses simulated data accounting for DIF through a partial credit model +* +* ado-files needed : - pcm, rosali (version 5.5 October 25, 2023, available on gitea) +* +* +*================================================================================================================================================ +adopath+"/home/corentin/Documents/These/Recherche/ROSALI-SIM/Modules/rosali_custom" + + +local N = "50 100 200 300" + local ss = "1 2 3 4 5 6 7 8 9 10 11 1 13 14 15 16 17 18 19 20" + foreach s in `ss' { + foreach Nnn in `N' { + local Nn = `Nnn' + local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/DIF/N`Nn'" + if (`s'<=4) { + local path_data = "/home/corentin/Documents/These/Recherche/Simulations/Data/NoDIF/N`Nn'" + } + local path_res = "/home/corentin/Documents/These/Recherche/Simulations/Analysis/ROSALI-DIF/N`Nn'" + local scenarios = "A B C D E F G" + foreach scen in `scenarios' { + clear + import delim "`path_data'/scenario_`s'`scen'_`Nn'.csv", encoding(ISO-8859-2) case(preserve) clear + rename TT tt + + if (`s'<=2) { + local nbitems=4 + } + else if (`s'<=4) { + local nbitems=7 + } + else if (`s'<=12) { + local nbitems=4 + } + else { + local nbitems=7 + } + +if (mod(`s',2)==0) { + local nbmoda=3 +} +else { + local nbmoda=1 +} + + if (`s'<=4) { + local nbdif=0 + } + else if (`s'<=8) { + local nbdif=1 + } + else if (`s'<=16) { + local nbdif=2 + } + else { + local nbdif=3 + } + * taillemat = Maximum J*M cases pour les items par et J*M cases pour les dif par + J cases pour les DIF detect + nbdif cases pour dif réel + local taillemat=2*`nbitems'*`nbmoda'+`nbitems'+`nbdif'+2 + local colna="" + forvalues i=1/`nbitems' { + forvalues z=1/`nbmoda' { + local colna = "`colna'"+"item`i'_`z' " + local colna = "`colna'"+"dif_`i'_`z' " + } + } + forvalues i=1/`nbitems' { + local colna = "`colna'"+"dif_detect_`i' " + } + + forvalues i=1/`nbdif' { + local colna = "`colna'"+"real_dif_`i' " + } +local colna = "`colna'" + "beta " + "se_beta" + + + mat outmat = J(1000,`taillemat',.) + mat colnames outmat= `colna' + di "Scenario `s'`scen' / N=`Nnn'" + forvalues k=1/1000 { + if (mod(`k',100)==0) { + di "`k'/1000" + } + preserve + qui keep if replication==`k' + + + * MERGE des modalités si non représentées + + if (`nbmoda'>1 & `Nn'==50) { + local com_z = 0 + qui gen comz = 0 + forvalues j = 1 / `nbitems' { + local recoda_`j' = 0 + qui tab item`j' if tt == 0, matrow(rect1_g0_`j') matcell(nbrt1_g0_`j') + local maxm`j'_t1_g0 = rect1_g0_`j'[r(r),1] + local minm`j'_t1_g0 = rect1_g0_`j'[1,1] + + qui tab item`j' if tt == 1, matrow(rect1_g1_`j') matcell(nbrt1_g1_`j') + local minm`j'_t1_g1 = rect1_g1_`j'[1,1] + local maxm`j'_t1_g1 = rect1_g1_`j'[r(r),1] + + local minm_`j' = min(`minm`j'_t1_g0',`minm`j'_t1_g1') + local maxm_`j' = max(`maxm`j'_t1_g0',`maxm`j'_t1_g1') + local nbm_`j' = `=`maxm_`j''-`minm_`j''' + + if `minm_`j'' != 0 & `com_z' == 0 { + local com_z = 1 + } + + qui count if item`j' == 3 & tt == 0 + local mod3plac = r(N) + qui count if item`j' == 3 & tt == 1 + local mod3tt = r(N) + local nb_rn3 = min(`mod3plac',`mod3tt') + if `nb_rn3'==0 { + qui replace comz = 1 + } + + forvalues m = 0/`=`nbm_`j''-1' { + qui count if item`j' == `m' & tt == 0 + local nb_rn1_g0 = r(N) + qui count if item`j' == `m' & tt == 1 + local nb_rn1_g1 = r(N) + local nb_rn = min(`nb_rn1_g0',`nb_rn1_g1') + if `nb_rn' == 0 { + qui replace comz = 1 + local recoda_`j' = 1 + if `m' == 0 | `m' < `minm`j'_t1_g0' | `m' < `minm`j'_t1_g1' { + local stop = 1 + forvalues kk = 1/`=`nbm_`j''-`m'' { + qui count if item`j' == `=`m' + `kk'' & tt == 0 + local v`kk'1_0 = r(N) + qui count if item`j' == `=`m' + `kk'' & tt == 1 + local v`kk'1_1 = r(N) + if (`v`kk'1_0' != 0 | `v`kk'1_1' != 0) & `stop' != 0 { + qui replace item`j'= `=`m'+`kk'' if item`j'==`m' + local zzz=`j'+`nbitems' + *qui replace item`zzz'=`=`m'+`kk'' if item``=`j'+`nbitems'''==`m' + *di "WARNING SCENARIO `k': items `j': answers `m' and `=`m'+`kk'' merged" + local stop = 0 + } + } + } + else if `m' == `=`nbm_`j''-1' | `m' >= `maxm`j'_t1_g1' { + local stop = 1 + forvalues kk = 1/`=`m'' { + qui count if item`j' == `=`m' - `kk'' & tt == 0 + local v`kk'1_0 = r(N) + qui count if item`j' == `=`m' - `kk'' & tt == 1 + local v`kk'1_1 = r(N) + if (`v`kk'1_0' != 0 | `v`kk'1_1' != 0) & `stop' != 0 { + qui replace item`j'= `=`m' - `kk'' if item`j'==`m' + local zzz=`j'+`nbitems' + *qui replace item`zzz'= `=`m' - `kk'' if item`zzz'==`m' + *di "WARNING SCENARIO `k': items `j': answers `m' and `=`m'+`kk'' merged" + local stop = 0 + } + } + } + else { + if runiform()>0.5{ + local stop = 1 + forvalues kk = 1/`m' { + qui count if item`j' == `=`m' - `kk'' & tt == 0 + local v`kk'1_0 = r(N) + qui count if item`j' == `=`m' - `kk'' & tt == 1 + local v`kk'1_1 = r(N) + if (`v`kk'1_0' != 0 | `v`kk'1_1' != 0) & `stop' != 0 { + qui replace item`j'= `=`m'-`kk'' if item`j'==`m' + local zzz=`j'+`nbitems' + *qui replace item`zzz'=`=`m'-`kk'' if item``=`j'+`nbitems'''==`m' + *di "WARNING SCENARIO `k': items `j': answers `m' and `=`m'+`kk'' merged" + local stop = 0 + } + } + } + else { + local stop = 1 + forvalues kk = 1/`=`nbm_`j''-`m'' { + qui count if item`j' == `=`m' + `kk'' & tt == 0 + local v`kk'1_0 = r(N) + qui count if item`j' == `=`m' + `kk'' & tt == 1 + local v`kk'1_1 = r(N) + if (`v`kk'1_0' != 0 | `v`kk'1_1' != 0) & `stop' != 0{ + qui replace item`j'=`=`m' + `kk'' if item`j'==`m' + local zzz=`j'+`nbitems' + *qui replace item`zzz'=`=`m' + `kk'' if item``=`j'+`nbitems'''==`m' + *di "WARNING SCENARIO `k': items `j': answers `m' and `=`m'+`kk'' merged" + local stop = 0 + } + else { + if `stop' != 0 { + qui replace item`j'= `nbm_`j'' if item`j'==`m' + local zzz=`j'+`nbitems' + *qui replace item`zzz'= `nbm_`j'' if item``=`j'+`nbitems'''==`m' + *di "WARNING SCENARIO `k': items `j': answers `m' and `=`m'+`kk'' merged" + local stop = 0 + } + } + } + } + } + } + } + qui levelsof item`j' + local val = r(levels) + local checker: word 1 of `val' + local checker2: word 2 of `val' + local checker3: word 3 of `val' + local nummoda=r(r) + local nbmoda_`j'=`nummoda' + if (`nummoda'==2) { + qui recode item`j' (`checker'=0) (`checker2'=1) + } + if (`nummoda'==3) { + if (`checker'!=0) { + qui recode item`j' (`checker'=0) (`checker2'=1) (`checker3'=2) + } + else if (`checker2'!=1) { + qui recode item`j' (`checker2'=1) (`checker3'=2) + } + else if (`checker3'!=2) { + qui recode item`j' (`checker3'=2) + } + } + } + + qui valuesof comz + local val = r(values) + local checker: word 1 of `val' + } + else { + forvalues jj=1/`nbitems' { + local nbmoda_`jj'=`nbmoda' + } + } + + + * ROSALI + qui rosali_original item1-item`nbitems' item1-item`nbitems', group(tt) + qui mat resmat=r(difitems) + local nbitems2 = 2*`nbitems' + + * Calculer le nbre d'items détectés + local nbdetect = 0 + local stop = 0 + forvalues jj=1/`nbitems' { + if (`stop'==0) { + mat testm=J(1,1,.) + if (resmat[1,`jj']==testm[1,1]) { + local stop = 1 + local nbdetect = `jj'-1 + } + } + } + + * Stocker les items détectés + + * Définition des contraintes + local csrt=0 + mat testm=J(1,1,0) + forvalues u=1/`nbdetect' { + local difitems`u'=resmat[1,`u'] + local i=`difitems`u'' + if (`nbmoda_`i''==3 & resmat[1,`nbitems'+`i']!=testm[1,1]){ + local constrnt`u' = "constraint `u' 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" + qui `constrnt`u'' + local v=`u'+100 + local constrnt`u'_2 = "constraint `v' 3*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([3.item`i']_cons-([3.item`i']_cons+[3.item`i'] tt))" + qui `constrnt`u'_2' + } + if (`nbmoda_`i''==2 & resmat[1,`nbitems'+`i']!=testm[1,1]){ + local constrnt`u' = "constraint `u' 2*([1.item`i']_cons-([1.item`i']_cons+[1.item`i'] tt))=([2.item`i']_cons-([2.item`i']_cons+[2.item`i'] tt))" + qui `constrnt`u'' + } + } + + * Définition du modèle + local mod "gsem " + local conformula = "" + forvalues i=1/`nbitems' { + local mod = "`mod'"+"(1.item`i'<-THETA@1)" + if (`nbmoda_`i''==3) { + local mod = "`mod'"+"(2.item`i'<-THETA@2)(3.item`i'<-THETA@3)" + } + else if (`nbmoda_`i''==2) { + local mod = "`mod'"+"(2.item`i'<-THETA@2)" + } + } + forvalues u=1/`nbdetect' { + local v=`difitems`u'' + local mod = "`mod'"+"(1.item`v'<-THETA@1 tt)" + if (`nbmoda_`v''==3) { + local mod = "`mod'"+"(2.item`v'<-THETA@2 tt)(3.item`v'<-THETA@3 tt)" + } + else if (`nbmoda_`v''==2) { + local mod = "`mod'"+"(2.item`v'<-THETA@2 tt)" + } + local w= 100+`u' + if (resmat[1,`nbitems'+`v']!=testm[1,1] & `nbmoda_`v''==3) { + local conformula = "`conformula'" + "`u' " + "`w' " + } + else if (resmat[1,`nbitems'+`v']!=testm[1,1] & `nbmoda_`v''==2) { + local conformula = "`conformula'" + "`u' " + } + } + if ("`conformula'" != "") { + local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent constraint(`conformula')" + } + else { + local mod = "`mod'" + "(THETA<-tt), mlogit tol(0.01) iterate(500) latent(THETA) nocapslatent" + } + *calcul du modèle + qui `mod' + mat V=r(table) + mat W=V[1..2,1...] + + * compilation + forvalues j=1/`nbitems' { + forvalues z=1/`nbmoda_`j'' { + mat outmat[`k',colnumb(outmat,"item`j'_`z'")] = W[1,colnumb(W,"`z'.item`j':_cons")] + } + } + * compilation DIF + forvalues u=1/`nbdetect' { + local j=`difitems`u'' + forvalues z=1/`nbmoda_`j'' { + mat outmat[`k',colnumb(outmat,"dif_`u'_`z'")] = W[1,colnumb(W,"`z'.item`j':tt")] + mat outmat[`k',colnumb(outmat,"dif_detect_`u'")] = `j' + } + } + + * Stocker les items de DIF originaux + if (`nbdif' > 0) { + qui levelsof dif1 + local ldif1 = r(levels) + local diff1: word 1 of `ldif1' + qui mat outmat[`k',colnumb(outmat,"real_dif_1")]=`diff1' + if (`nbdif' > 1) { + qui levelsof dif2 + local ldif2 = r(levels) + local diff2: word 1 of `ldif2' + qui mat outmat[`k',colnumb(outmat,"real_dif_2")]=`diff2' + if (`nbdif' > 2) { + qui levelsof dif3 + local ldif3 = r(levels) + local diff3: word 1 of `ldif3' + qui mat outmat[`k',colnumb(outmat,"real_dif_3")]=`diff3' + } + } + } + qui mat outmat[`k',colnumb(outmat,"beta")]=W[1,colnumb(W,"THETA:tt")] + qui mat outmat[`k',colnumb(outmat,"se_beta")]=W[2,colnumb(W,"THETA:tt")] + restore + } + putexcel set "`path_res'/`s'`scen'_`Nn'_original.xls", sheet("outmat") replace + putexcel A1=matrix(outmat), colnames } -putexcel set "`path_res'/20`scen'_`Nn'.xls", sheet("outmat") replace -putexcel A1=matrix(outmat), colnames } } diff --git a/Scripts/Analysis/DIF/temp/item_merger.do b/Scripts/Analysis/DIF/merger/item_merger.do similarity index 100% rename from Scripts/Analysis/DIF/temp/item_merger.do rename to Scripts/Analysis/DIF/merger/item_merger.do